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none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none none [-0.53271999999999997:0.73448000000000002] none none none none none none none none none none none none none none none none none none none none none none none none none none 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2729 1969 1795 2354 1956 2024 1971 2555 2394 2733 2750 1892 2516 2268 1667 2547 2361 1119 2372 1890 1618 1950 2842 1830 1455 3221 1842 1382 2644 1728 1485 2370 2488 1218 1040 2655 1532 2381 2661 2054 3251 2085 2037 2476 2985 2097 1812 1745 2333 2390 1649 2391 1922 2462 2472 1735 2745 2212 1738 2484 2145 1488 2474 2648 2147 2719 1892 2582 1466 1643 1738 1825 2386 2479 3152 1990 1934 2570 2706 2279 2473 2086 2721 2907 1743 1888 1734 2226 1379 2222 2726 1304 1663 2409 1464 1891 3151 2920 1737 2509 1910 1394 1924 1567 3108 1490 1219 2569 1843 1549 1033 1823 2198 1629 2946 1132 1828 1228 2421 2910 2494 2936 3085 2744 2237 2148 2541 2104 2926 2354 2492 2485 2415 1800 2415 2445 2442 2233 2818 1736 2231 1908 1898 1892 2482 1658 2360 2226 1382 1748 2201 2474 2633 2221 1557 1649 2394 2561 2405 2743 2565 1297 2919 1555 2390 1908 2669 2353 2788 2214 1038 2574 2098 2734 2349 1670 2752 2663 1568 1914 1222 1130 2056 1990 2062 1463 2503 2751 2742 2521 1301 2443 2243 2683 2488 2220 2760 2145 3176 2325 2831 2948 1545 1470 955 2488 1665 2663 1478 2020 2266 2162 2071 2148 2591 2396 2845 2622 2449 1460 1128 3288 2944 1477 2601 1973 2077 2591 1749 2961 2655 2424 2151 3029 2277 2484 2438 1635 2764 1737 2320 3054 2761 2416 2678 2230 1640 2479 2671 2174 2762 2207 2523 2444 2264 1465 1725 1483 2479 1746 2349 2054 2864 1554 1920 2717 1473 1043 1393 3058 1135 1218 2163 1925 1489 1894 1753 2016 2854 2314 1041 1122 1991 1566 2809 2175 2340 1401 1223 1839 2010 1755 2435 1848 2771 2834 2644 2992 2102 1468 2951 2766 1487 2487 1299 3501 2504 1732 2008 2194 1398 2608 1932 2289 2774 1984 2920 2333 2654 2502 1695 2700 2323 2340 2292 2176 2654 2416 1556 2697 1993 2508 2763 2082 2069 2093 1643 1646 2284 2605 1121 2423 2501 2093 1300 1307 1842 1848 2683 1758 2749 2599 1398 2068 1884 2476 2419 1576 2438 1664 2138 1743 3110 2159 2548 2530 2371 2000 2518 1705 2674 1706 2778 2521 2162 2426 2511 3006 2604 2364 2444 2593 1306 2172 2335 2001 2571 1657 1305 1929 2322 1474 2697 1928 2258 1989 1484 2778 1628 1471 2057 1570 1750 1660 1886 1766 1483 1746 1056 1314 1738 2566 1045 962 1574 2428 2022 2155 2001 1227 2334 2235 2570 2482 1741 1994 2011 1658 2609 2962 3058 1827 2235 1652 1913 1919 1698 1299 2697 2181 2004 1579 2618 2302 1215 2094 2356 1226 1569 2016 1739 2879 2349 1809 2005 1555 3006 1303 1395 952 1674 1905 1984 1730 2613 2436 1981 1315 2520 1939 2604 1566 1123 2233 2610 2785 2347 1823 1573 1653 2473 2581 2433 2781 2616 1652 2014 2068 1757 2791 2792 2194 1463 1482 1644 2247 1830 2590 2822 2638 1394 2850 2959 1737 2791 2858 1573 1317 3246 1571 1032 2003 2065 1392 2189 1854 3046 1045 2032 1310 1232 1660 1330 3040 1418 1320 2776 2041 1227 1575 2107 2090 2497 2258 2080 2159 2683 2246 2184 1919 2364 2182 2660 2368 2217 2597 2585 954 2571 1740 1914 940 2857 2292 2871 2519 1477 1672 2539 1324 2695 2271 2404 2950 1743 1945 2559 960 3018 1943 2675 2593 1282 2609 1224 2533 1217 2895 3224 2205 1896 2945 2078 2594 2258 2113 1650 2115 2272 2871 2187 2694 1487 1668 1126 1593 2130 2427 2429 1752 2461 1224 1629 1219 1301 1410 1144 1929 2313 1583 1418 2522 1482 1308 1398 2136 2618 2168 2425 2112 1131 2340 1580 1497 1219 2129 1420 2773 1766 3301 1497 2680 1488 2437 1217 1063 2746 2570 1854 2970 1751 1305 1216 1485 1631 2182 1491 2181 2405 1582 2915 2431 1756 2755 1741 2172 2283 2182 1844 2863 2345 1906 1990 2007 2066 2954 2106 2070 2444 1486 1038 2661 1747 2257 2108 2584 2105 2017 1200 1223 2064 1048 2020 2878 2850 2424 2620 2781 2407 2363 2550 2103 2603 1398 1494 2405 1908 2104 1481 2968 1672 2709 1213 1496 2081 2934 2255 1400 1803 2710 1909 2430 2886 1400 1984 1948 2699 2174 1843 2519 2245 1982 2148 1638 2260 2176 2078 1908 2166 1817 2149 2679 2341 2101 1987 1898 1884 2704 1650 1760 1924 2354 2168 1680 2600 2436 2993 1300 2544 1967 1662 2591 2291 1309 2178 2872 2594 2183 2428 2696 1906 2860 1474 1130 1557 1991 1224 1756 2739 1581 2684 1829 2083 1293 1660 1213 1956 1489 1660 1480 1760 1226 2784 1403 1322 2001 3157 1588 2586 1497 1134 1318 2266 2710 3114 1947 2261 1672 2533 2929 2012 2783 2606 1391 2248 1558 1570 2244 2625 2726 2791 2251 2325 1394 2405 1549 2378 2224 2429 1837 2840 2173 2856 3039 2101 2777 2160 2864 2723 1893 2149 1934 1474 2431 1314 1668 2167 2595 1141 2439 2710 1843 1739 1827 1133 2039 1407 2525 2490 2676 1052 2309 1949 2799 1321 2592 2416 2020 2716 2130 1047 1317 2331 1047 1752 1851 2606 1984 2083 1772 1866 962 2700 1666 2508 2163 2650 1487 1036 1137 1130 2620 1677 1031 2803 2019 2397 1963 1576 2609 1413 1223 1656 1831 2444 1586 1673 2333 1471 1140 1584 1870 1304 1768 1139 2499 939 2240 2978 2714 2766 1858 1325 1309 2091 2777 2270 1043 2168 1846 1710 2698 2290 1994 2945 2921 3045 2421 1909 3061 2949 1718 2355 2535 2341 2737 2792 1838 1405 1572 2677 2850 2826 2692 2345 2325 1819 1830 1465 2673 1844 2085 2775 1800 1401 2254 1651 3074 1842 2115 1759 2509 2215 1298 2764 1220 1217 1569 2771 2298 3228 1136 2248 1817 1480 1655 1309 2164 1129 1054 1859 2004 2089 2273 1222 2133 2580 2787 1821 1048 2151 2202 1906 3221 2261 2802 2343 2241 2323 2886 2285 1487 2269 1974 2628 2757 1478 1882 2074 2022 2332 1756 2910 2696 1903 2534 1852 1718 1041 2703 2231 1996 2427 1484 1219 1037 1484 1917 2327 1989 2160 2428 1393 2094 2280 1743 1715 2319 2862 1577 1296 1389 2332 2261 3034 1294 1744 2019 1764 2392 1685 3114 2041 2227 2970 2089 1309 2103 2962 2508 1827 2444 2606 2349 1842 2444 2432 1646 2342 3067 2343 3037 1748 1662 1475 2110 2783 2410 1308 2201 2701 1850 1849 2783 2440 2217 1815 2266 2089 1741 2610 2619 2073 2526 1986 1297 1922 2662 1987 1662 1936 1762 2869 2349 1421 1744 2717 1660 1294 1405 2584 1745 2524 1581 1212 3132 2606 3039 1823 1307 3012 2160 1926 2352 2443 2160 2356 1639 2517 2111 1211 1655 2777 2435 2603 1802 2516 3226 2788 2786 2878 2015 2098 1388 1301 2502 1665 1672 2684 1571 1839 1660 2345 2010 2791 2783 1665 1541 1746 2383 1777 1498 943 1598 1410 2952 2268 1326 1414 1994 1644 2682 2287 2174 1566 1678 2402 1680 1514 2173 1859 2501 2696 1848 2352 3094 1984 1687 2952 1041 1060 1658 1497 1060 1503 2759 1326 2613 2620 1037 2000 2580 2420 1496 2786 1899 1593 1926 2651 1060 2509 2344 1905 1819 2010 1663 1644 2170 2357 2014 2383 2600 1638 1493 2772 2699 2588 1295 2705 2794 1661 1381 1741 2182 1564 1403 1307 2630 1128 1581 1946 2711 2508 2534 3482 2881 2196 1739 1904 2682 2124 2778 2257 1404 2934 2189 1913 1920 2351 2971 2240 2527 2611 2629 2095 2955 2524 2234 2015 2175 2617 2714 2018 1919 2373 1393 2089 2719 1486 1129 2687 2527 2196 2894 2878 1584 1487 1586 2355 2624 1656 2073 2601 1636 2153 1418 1827 1573 2008 1995 1844 3044 2127 2823 1401 2896 2172 1834 2521 1398 1501 2536 1400 1612 1497 1210 1230 1699 2885 2600 1841 2122 2874 2306 1735 1404 2018 1484 1677 2514 2463 1304 1657 2887 1682 2357 2295 1414 1136 1569 1692 1596 1139 1599 2535 2533 2037 1773 2111 2520 2779 1860 938 1854 2957 2346 2244 1950 2265 1427 1560 1781 1217 1667 1479 2518 1394 2775 2305 2692 1402 1947 2687 2023 2219 1644 2584 2438 1910 1907 1749 1311 1232 2537 1405 1737 1855 1306 3137 2967 1231 1029 2623 1043 1872 2679 2170 2776 1227 2037 1132 2946 2238 1667 1948 1499 1753 966 2678 2674 2574 1849 1588 1552 2422 2861 1585 2678 2802 3042 2239 2962 1841 1304 1932 1499 1313 2048 2707 2130 2693 2695 1316 1932 1810 1679 2095 2662 2038 2540 2040 2427 2037 1510 2294 2674 1312 2514 1650 1406 1225 2093 1318 1766 2195 1991 2269 1469 1545 1822 1863 2867 1644 1312 2366 2917 1988 2425 2698 2193 2708 1755 2075 2354 2954 2597 2446 2173 2539 2438 2439 1756 1834 2438 2162 1574 1755 1574 1742 1492 1851 2505 1683 1406 2436 1045 2445 1416 2269 2804 2326 1503 1738 1312 2031 2241 1779 1318 2514 2789 2438 2113 2311 2604 2607 2590 1465 1582 1909 2781 1659 2000 2380 2522 1651 2675 2528 2336 1754 1770 2871 1921 1399 2244 2257 1129 1225 1235 2166 2511 2788 2701 1827 2012 2527 2161 2341 1045 1827 1567 2201 2273 2440 2502 1487 2342 2335 1936 1938 1216 3139 2824 1583 2614 2184 1408 2184 2019 2594 2435 1387 2570 1395 2586 2945 1564 1833 1736 2254 2004 1813 2527 1742 2513 2360 2706 2091 1470 1990 2116 2411 2344 1745 2476 2697 1477 1742 2590 2074 2330 2092 2350 1309 2580 1835 1131 1660 1802 2105 1953 1317 2552 1860 1984 1297 2240 1993 1312 2787 2352 2529 2695 2816 2610 1924 2609 2607 1995 1994 2189 1283 2971 2381 2176 2165 1906 2160 1919 2280 2255 1991 1937 2483 1663 1301 1742 3058 1827 1482 2160 2538 2193 1654 1640 2565 1224 2086 2021 2432 1730 1478 2628 2456 2317 2359 1669 2161 1946 3226 1948 1137 1584 2105 1132 1945 2367 1836 2795 2546 2609 1497 1212 2220 2683 1981 1889 2692 2615 1476 2616 2522 2695 2969 1680 2636 2593 3089 1311 1757 1891 1133 2555 1563 2354 1119 1682 2228 2346 2093 1826 1393 1647 2565 2300 2114 1950 2423 2605 2254 1588 1587 1495 2079 1919 1473 1839 2834 1777 1951 1417 2081 1772 1142 2242 1773 2721 1390 1138 1131 1557 2097 2249 1666 1307 1378 1119 2539 2411 1491 2788 1499 1921 2618 3055 1822 1898 3060 1758 1656 1400 1670 1720 2273 2521 2512 2697 1749 1306 1670 1580 1322 1134 2607 1946 2341 2850 1329 2005 2098 1668 1493 2034 1906 2348 1489 1052 1760 1997 2889 1908 2605 2790 1983 1924 2007 2432 1393 1744 1495 2967 1388 1997 1384 2677 2463 2892 2605 2749 2895 2176 1998 2967 2350 2273 1646 1662 1935 2897 2799 2297 2753 1683 2048 1649 2519 1148 1515 2355 2290 1584 1777 1414 2143 1895 1569 1563 2548 2781 1217 2964 1402 2438 2319 1845 3236 1384 1383 2561 2017 1913 2357 1996 1866 3506 1485 1453 2234 2258 1566 1843 2341 1851 1569 2257 1396 2001 2026 2893 2776 2004 1657 2494 1972 2550 2532 1994 1486 2326 1577 2061 2096 2963 2180 2808 2640 1835 3125 2162 2436 1755 2624 2178 2102 1383 2511 1927 1310 1812 2359 2026 1214 2022 2553 2523 2166 2325 2069 1121 2002 2456 2807 2858 2953 1299 2609 1561 1838 2355 2370 1760 2338 2448 1495 1993 1820 3434 2338 2825 1738 2699 1463 1742 2351 1207 2700 2711 2749 2506 2005 2169 2267 1998 2351 2253 2173 1829 2187 2088 1119 1742 2277 1656 2187 1765 2862 2283 2011 1835 2798 2546 1299 1744 2640 2964 1044 1936 1493 1316 1127 1839 3236 2417 1407 3402 2725 1760 1402 2097 1574 2881 1655 2961 3014 2911 3051 2018 2638 2021 2874 2964 1834 2614 1719 1126 1667 1128 2492 2874 2431 1848 2210 1145 2172 2280 2115 2189 2570 1136 2127 1834 2707 2499 1307 2182 1589 1594 1319 1410 2960 2325 2329 2260 2689 2453 1658 1755 2617 3043 1997 2775 2610 2516 2536 2694 2431 2445 2255 1724 1574 2685 2774 1322 2419 1929 1385 2124 1870 2447 1935 1318 1411 2697 1755 1586 2982 1410 2411 2096 2432 2962 1747 1488 1856 1311 959 2806 2611 1321 2090 2626 1209 2035 2767 2174 1842 2715 1946 1223 2791 2628 1227 1729 1667 1941 2626 2153 2768 1756 1403 1576 2707 1589 2437 1669 1409 1215 2953 1677 1138 3233 1235 1671 2589 2974 2673 3214 2126 1735 1573 2095 2365 2261 2002 2530 2372 2356 1913 1771 2501 1845 1308 2607 1224 2031 2713 2624 3140 2472 2116 1758 2356 2701 2773 1849 1312 2802 1504 2265 2286 2185 1225 2083 2528 2251 2210 1825 3451 1839 2856 1215 1750 1986 3052 3026 2578 2005 2600 2598 2620 1998 2363 1657 2214 2614 1211 2149 1995 2015 2178 1744 2774 3496 2537 2377 2967 1668 3018 1125 1759 3065 1574 1375 3600 2106 2608 2373 1584 2436 2119 2616 2366 1903 2005 1300 1303 2523 1294 2020 1212 2495 2105 3598 2219 3209 2801 2834 2016 1131 1575 2614 2613 1660 1831 1490 2617 2001 2674 2091 2774 955 2095 2704 1856 3056 2201 2270 2988 2111 2763 1556 2343 1760 2346 2712 1932 2427 1753 1663 1585 1053 1505 2507 2378 2258 2101 2763 2890 2687 1048 2480 2082 1849 1382 3419 2881 1225 2796 2083 2081 2262 1935 2349 2374 2629 2260 2625 2512 2335 2019 2957 1937 2603 1410 1203 1226 1843 1112 1858 2876 2794 2617 2873 2529 2246 1912 1808 1404 1655 1779 1647 1032 2678 1936 2764 2351 2180 2087 2443 2161 2714 1840 3130 1919 2247 1546 3358 2351 2445 1833 1564 1738 1764 2313 2614 1660 1050 2419 2803 1685 2874 1750 1773 1997 2422 3265 1919 3058 1870 3133 2527 1132 1683 2336 1383 2971 1851 1407 1908 2726 1919 2443 1827 2199 1751 2803 1814 1905 1143 2623 2177 1741 1856 2108 1980 1852 2616 2815 1906 2779 2291 1940 1312 1316 1899 2727 2263 1659 1409 2703 2237 1317 2085 2965 2383 3463 2452 1844 2608 2592 2500 1573 2016 1738 1409 2254 2600 1304 1470 2248 2521 2440 1487 1223 1411 2293 1830 2297 2265 2174 2205 2527 2037 1995 1404 1578 1317 1865 2176 2417 1222 2544 1586 1777 2439 2537 1925 2519 2432 2431 2170 1946 2337 1476 2268 1135 2124 2399 1766 1306 2633 1492 2081 1577 1825 1734 2093 1762 2895 2678 2818 1584 2302 1206 1140 2793 2246 2345 1920 1224 1582 2224 2796 2604 2882 2594 2515 2464 1044 2607 2467 1762 2693 2029 2244 1497 2165 1927 2204 2289 1122 1501 1904 1649 2343 2460 2980 2381 2473 1195 2039 1756 2598 2474 2097 2030 1509 1044 1792 2976 2679 2444 2047 2064 2180 2251 2236 2288 1756 2449 1400 2611 2341 2696 2079 1848 2004 1580 1999 2360 1385 2790 2596 1664 1852 1128 1378 1046 2195 2528 2341 2087 1857 2619 2879 2211 2437 2621 2225 2523 1574 2168 1757 1887 2885 2056 2960 1655 2784 2975 1661 2116 1573 2550 1667 2188 2357 2269 1127 2668 1911 2628 1763 3238 2599 2698 1912 2187 2982 2452 3410 1845 2437 2208 2553 2956 1929 1913 2705 1832 2985 1404 2023 1625 1664 1753 1666 948 1595 1334 965 2424 954 2528 3146 1660 2832 1943 1311 2714 1680 1325 2880 2364 2885 2090 2351 2008 2345 2329 2434 2605 2617 2187 1808 1746 2026 1482 3062 1145 1412 2631 1670 1677 2632 2011 2090 2342 1660 2003 1137 2011 2512 2471 2046 2991 2078 1936 1480 1755 1406 1559 1670 1136 1884 2781 1408 2115 1039 2511 2429 1306 1389 2982 1664 1223 1853 2616 2694 3247 2121 2126 1142 2906 2616 2643 1897 2437 1139 2443 2106 1323 1839 3145 3144 1948 2038 2694 939 1393 1482 1403 2100 1483 2704 2552 2093 1568 2689 2691 1111 1715 1315 2438 2521 2249 1860 1835 1571 2341 2247 1847 1707 1502 1030 2895 2264 2524 1936 1661 2502 2786 2023 2255 1466 1561 1467 2031 2514 1671 1222 2441 2083 2175 2626 1838 2801 2369 1208 1928 1569 1312 953 1333 1591 2328 1138 1148 1314 1691 1827 1685 1998 2994 2700 2171 1495 1133 2201 1046 2897 1578 955 2866 1866 1996 2438 2172 2939 2095 1317 2769 1835 1839 2260 2647 1653 1724 2458 2002 2639 2386 1594 2634 1932 2455 1852 1315 1920 2436 2531 1402 1237 2479 2229 1583 1154 1414 2266 2167 1134 1677 1227 3052 2723 2430 1566 2875 2349 1667 2094 2525 2431 1864 2545 2337 2004 2489 2454 1926 1473 1222 1640 2730 2678 1995 1948 1318 2069 2529 1478 2806 2013 1850 2366 2528 1400 2639 2434 2376 2743 1573 2103 2263 1316 1136 3153 1110 2634 2863 1908 1750 2893 2264 2114 1674 2072 2884 1742 1748 2464 2002 1841 2522 2877 1214 2199 2868 2106 1580 1590 1395 2653 2385 1051 2889 2045 2460 1231 2447 3068 1129 2888 2454 2791 2356 2273 2256 2112 1387 2391 2464 2687 1556 2517 1834 1576 1990 1379 1130 1755 1316 2877 1740 1660 2371 2634 1405 2816 2710 2534 1484 1584 1769 2694 1669 1313 2596 2711 2293 1214 2431 2614 2902 1313 1836 1491 1863 1856 2185 1901 1030 1999 2274 2438 2105 2810 2161 2727 1481 2432 2358 2007 2464 1829 1910 2179 2157 2014 2210 1385 2699 1221 2815 2565 2023 2692 3171 2910 2706 2794 2272 1637 1760 2330 1986 2968 2880 2363 1470 2708 1590 2499 2169 2436 2687 2012 1823 2491 2165 1310 2107 2688 1204 1570 1307 1041 1221 3046 2339 1666 3136 1314 1742 2691 2089 2882 1915 2204 2355 1030 2115 2541 2024 2361 2968 1658 2455 1557 3119 2105 2258 1223 2552 1142 2584 2431 2344 3051 2529 2804 1564 1567 1313 1220 2714 2194 2500 1121 2725 2733 2534 1772 1223 1134 2271 1838 2793 1469 1030 2094 2336 1799 1444 1755 2718 2206 1655 2352 3350 2368 2111 2369 2625 2007 2608 1819 1923 1460 1742 1567 1664 2696 2705 3158 1556 1298 1129 2778 1572 2457 2198 1827 2651 2160 1492 2786 1737 1288 2176 1630 2083 2440 1733 2975 2059 1913 2410 2009 1384 2350 2890 3426 1923 2260 2705 2628 2792 3389 2814 1725 3128 2337 1916 1186 1196 2707 2341 2166 1915 1132 2174 2013 2435 1453 1828 1999 1312 1403 1754 2010 1409 1559 1978 1553 1737 2180 1030 1301 1657 2013 2548 2874 2280 2363 1119 2878 2720 1855 2456 2462 2656 2633 2360 2881 1643 1211 2437 1287 2611 2010 2284 1648 3728 2454 2019 2000 2646 1811 1124 1660 2776 2095 1300 1378 1821 1119 2435 1296 1471 1554 1742 2192 2432 1376 2597 2173 2003 2179 1392 1384 2279 2526 1467 2156 1121 2005 1269 2561 2528 2270 1641 1475 1901 1570 1384 1671 1903 1568 2091 3118 2531 2546 1895 3072 1620 2066 2006 1987 2257 2545 2433 2008 2171 1320 1384 1390 1034 1300 1047 2460 1830 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2228 2507 1853 1570 1497 2291 2681 1219 1595 2309 1678 2117 1500 2353 2556 2851 2384 2087 1403 2117 1330 2556 2548 1314 1947 3018 1685 2278 2688 2009 2618 1584 2336 1303 2534 2307 2205 2211 2725 3266 2563 1664 2331 2496 2480 943 1658 2054 2234 2309 3092 2822 2383 1759 2596 2019 1756 1452 2125 2851 3004 2293 2559 2460 1232 1577 3211 2660 2837 2575 2381 1860 1475 2673 2836 2669 2289 3027 1756 2273 2472 2958 1988 2830 2678 1208 1562 2679 2562 1049 2847 2123 1763 1216 1947 2044 1134 2852 1564 1773 2860 1337 1856 2601 2333 3230 1755 1785 2047 3499 1914 1497 2503 1684 2134 1222 1239 2846 2024 1942 2212 1678 1678 1057 2147 2712 2659 1766 1657 2294 2483 2577 2732 1856 2146 2663 2841 2213 2379 1400 2205 1785 2317 2572 2093 2208 2375 2290 2554 2699 2560 1949 1213 1376 2779 2126 3599 2923 2190 2000 2740 2370 2010 2311 1209 2404 2225 2892 1581 2739 2279 2920 2834 2221 2837 2114 2144 1219 2292 2743 2104 1843 1217 2046 2050 2685 2196 1228 2474 2017 1585 2566 2221 2648 2650 2392 2226 1862 2103 2464 1933 2446 1921 1499 1681 2231 2344 1313 1597 1950 2505 1230 2646 2913 1574 1853 2113 1594 1242 2143 2129 2657 1129 1413 2573 1230 2822 3319 2824 3375 3486 2811 1777 1788 3364 1923 1328 2680 1057 2027 1561 1952 2491 1862 1322 2126 2219 2667 2572 2580 2651 2046 3118 2314 2001 2302 3103 2193 2590 3034 2274 1856 2571 3265 2480 1568 2143 1878 1764 1383 2478 2620 1295 2488 1481 2130 1946 1228 1584 1660 1946 2486 2654 2655 2835 2182 1936 1763 1121 3047 1887 2476 2541 2394 2036 3380 1480 2775 2396 2555 1589 1501 1563 1583 2380 1494 2420 1412 2110 1050 2299 3067 2664 2552 1136 3000 2841 2459 1954 2202 2310 1696 2558 2946 1393 2331 2608 2695 2278 2680 2825 1746 1747 3218 2123 2312 1739 2483 1496 1936 2827 2405 2577 2194 1661 2774 1949 2772 2650 2666 1332 2221 2861 2307 2658 2145 1407 2678 1483 1956 1309 2844 1600 3041 1845 2545 1042 2689 2376 2767 2320 2740 2210 2207 1030 1674 2569 1400 2364 1592 2441 2737 2007 2315 2429 2532 2642 2147 1921 2021 2022 2636 1141 2582 3477 2029 1134 3824 2465 2377 2571 1127 1480 1138 2919 2495 2296 1143 2703 2404 1136 1599 1227 2500 2394 2300 1492 2649 1836 2216 3112 2029 2329 2473 3704 2459 1759 2468 1842 2159 1673 2288 2311 2144 2106 1421 2130 2138 1576 2021 1312 1882 1947 1747 3074 1774 2583 2470 1683 3066 3135 1223 2123 2087 2211 2645 1829 2383 2875 2667 1844 1037 1328 1677 1047 2046 3032 2119 2221 2680 2833 2899 2207 1485 1774 1690 1317 2270 2216 1561 1755 1685 2373 2331 1500 1576 1830 1687 3028 2694 1582 1877 1592 1227 1322 1761 2757 2753 2897 2357 2178 3092 1378 2125 1788 1667 2218 2268 2386 2125 2500 2305 1855 2025 1930 1843 2868 1605 2734 2025 1572 1854 2408 1581 2790 2113 1480 1582 1398 3438 1472 2479 1585 2970 1323 2363 1682 1497 1768 2745 1853 2926 2213 1762 2008 1050 2467 1136 1943 2731 1137 1512 2314 1872 1315 1961 3079 2214 2927 1043 2131 3020 1468 2181 2488 2571 1766 1501 2370 2679 2820 1945 2131 3071 1853 2128 1927 2200 2932 1938 2049 2829 2300 1148 2371 2303 2727 2740 2370 2274 2286 1591 1305 2483 2043 2789 2309 1731 950 1142 2559 1117 1590 1952 2045 2493 1761 2296 2414 2299 1773 2214 2039 2289 2578 1845 1667 2595 2634 1490 1303 2207 2230 2227 1694 2294 3127 1885 2221 2474 1676 2044 1486 3002 1759 1670 1487 1754 2371 2552 2461 2293 2301 2412 1732 2473 3068 2727 1868 1947 1578 2026 2112 2577 1404 2853 1958 2057 2658 2952 2410 2735 1136 1691 1937 2604 2946 2767 2682 1849 2239 1406 1388 1591 1126 2088 2327 2301 1841 1838 2200 2464 2675 2026 2680 1935 1943 1584 2111 2051 3220 1878 1590 1219 1038 2856 1415 1573 1943 2693 1858 1033 1494 1859 1962 1049 2484 3203 2886 2667 2220 2574 2263 2588 1858 1142 1223 1676 1860 1675 1146 1941 2407 2581 3148 1401 2739 1234 1606 1044 2743 1325 1321 1695 1414 962 1394 2426 1418 2830 2599 2505 2545 2396 1211 1326 1691 2295 2043 2209 2627 1317 2777 2120 2565 2576 2460 1139 1765 1673 1687 1135 1605 1145 1399 2020 3044 1585 1124 1666 2895 1230 2330 1698 1864 2420 1685 1752 2304 3226 1763 2760 1766 1582 1659 2168 2025 2850 2858 2034 2684 2823 2581 2211 1854 2234 2300 2649 2395 2948 1505 2330 2958 2651 1844 2566 2214 1045 1590 1684 1660 1702 2142 2430 2033 1229 2561 1211 2301 1403 2195 1764 3310 1398 2496 3096 2566 3227 2416 2858 1947 3016 1956 1296 2023 1940 2109 1951 2227 1758 1395 1405 2043 2206 1401 2417 2691 2310 2126 2314 2120 2306 1231 1580 1219 1040 2059 1217 2933 2224 2343 2689 2209 3039 2524 2669 2945 2757 2477 2194 2039 2299 2837 1750 2568 2108 1579 2144 2972 2498 2107 1227 2574 1493 2047 2420 2607 1054 1760 2573 2173 2357 1870 2671 2518 2115 2904 3392 2234 2124 1753 3057 2133 1495 1578 1774 1856 2599 2638 2686 1582 3209 2564 2838 2645 2392 2023 2748 2600 2941 1958 2207 1680 1138 1963 2753 1862 1680 2038 1593 2118 2499 2494 2620 1745 1394 1132 2038 1682 2684 2508 1752 2136 3251 2214 1476 2136 2952 1044 2142 1499 1492 1032 1227 1130 2315 1865 1403 1141 1837 2201 1047 2947 3142 1135 2556 1692 1313 2488 2752 1961 1871 2152 2048 2399 2170 1062 1053 2164 1517 1149 2594 1387 1229 1866 1495 1856 1329 1497 2995 1055 1063 2857 1962 2045 1927 2781 3132 2874 2747 1878 2936 1669 2660 2132 2510 1837 2584 2054 2511 1955 1401 1870 2121 959 2708 2220 1504 1779 2524 1935 2921 2218 2402 2843 2403 1323 2499 2374 2897 2225 2485 2479 2590 2876 2672 2403 2577 1954 1771 2127 3234 2682 2043 2736 3300 1403 2056 2909 1763 2842 1760 1415 1499 2201 3005 1142 2848 1856 2758 2756 2388 2041 2489 2045 1317 2547 2336 2204 2413 1961 1319 1595 1948 1036 2567 1954 1315 3011 2141 2029 2249 1855 2058 1850 2200 2125 2705 2376 1784 2622 3153 2042 2655 1827 2220 2481 2729 2316 2040 1510 1493 2404 1139 2421 1675 1685 2601 1830 1582 1319 2580 2431 2952 2225 2955 1311 2400 2601 2408 2552 2581 2319 1227 1877 2883 2314 1581 2847 2057 2024 2691 2692 1946 2152 2778 2293 2660 2588 2041 2213 2571 1596 2675 1755 2864 2758 2493 2791 2487 1555 2124 3139 1653 3052 1576 1672 2293 2339 1908 2227 1848 1682 1051 2331 2485 2582 2135 1838 1862 2230 1409 1587 2231 1232 2481 2677 2054 1230 2932 1743 1974 2528 957 1143 2236 2374 1876 2484 2408 1590 2363 1318 3202 1924 2497 1923 2420 1777 2962 2101 2272 2648 2104 2667 2626 1394 2857 2014 1744 1954 1855 2697 2598 2062 2858 2855 2293 1121 1477 2856 2588 2124 2542 2565 2768 3346 2102 1318 1854 1580 2512 1834 2825 2136 2419 2935 3301 1955 1762 2585 1852 2037 1595 2050 3115 1937 1495 2763 2595 1583 1499 1866 950 1058 1690 1492 2777 1318 1140 2587 2768 1971 2516 3503 2682 2301 2333 2902 2695 2307 1870 2027 1850 1393 2485 2035 2522 3342 2486 2948 2545 2868 2950 2371 2947 1833 1594 2210 2405 1417 2504 1577 1937 2118 2850 2570 2091 1308 2421 1551 2119 1583 1766 2040 1577 1394 2236 1613 2320 1818 1780 2493 2597 1940 2690 2672 1582 2308 2688 2409 2575 2532 3024 2182 3284 1696 1424 1958 1942 1315 1824 2297 2146 1676 2399 2404 1868 2407 2409 1762 2393 2155 1758 1127 2061 3353 2600 2478 1771 1842 2503 3314 1688 3025 2375 2522 2208 2668 1066 2472 2667 2593 2512 1870 1058 1860 2599 960 2577 2428 1404 1493 1406 2873 3231 1419 1688 2314 1406 1396 2773 1951 2882 1693 2048 2234 1324 960 1430 2225 3012 2337 2410 3508 2238 1411 2759 1751 1680 2413 2238 1739 1781 2886 1962 1961 1514 1502 1799 1961 1328 1230 1059 1156 2241 2938 2222 2836 2230 2770 1497 1886 1230 2395 1873 1762 2963 2018 2023 1597 2884 2491 2917 2683 2401 1742 1770 1926 1839 960 2311 1603 2161 3059 1592 1425 1681 2581 2324 1860 2687 1523 2033 2412 2726 2879 2495 2882 2969 1751 1676 1315 2713 2417 2287 2232 2311 2685 2509 2217 1777 2141 1405 2228 2503 2511 2869 3779 1213 1587 1867 1220 1688 3133 2044 2054 2922 2588 1497 2580 1865 2028 1507 1692 1966 1516 2483 1782 1600 1342 1694 2599 2393 2047 1696 2941 1867 2038 2683 2410 2382 1604 1325 2961 2226 2556 1144 2664 1595 1235 2193 1681 1588 3025 2419 1243 2092 2147 2205 2305 2310 1410 2301 2149 1921 2418 2234 1133 3503 1842 2509 2244 1503 3015 2120 1930 2384 2130 1871 2750 2670 1944 1593 3578 2206 3020 2590 1867 1774 2242 2137 2311 2872 2326 2381 2511 2058 2429 1415 1318 1966 1323 1681 2672 1511 2581 2592 2845 2314 2673 1312 2033 1414 2041 1225 2660 2851 2579 2483 2885 2296 2942 1502 2312 1747 1762 1330 2777 2066 2769 1698 2303 2764 2487 2054 3138 1581 1854 2343 1764 1147 2143 2312 2323 1231 2748 1507 1873 1953 2048 2548 2790 1855 3035 2315 1939 3014 1498 1682 2793 2149 2030 1695 2317 2229 2708 2198 2409 2307 2334 1401 1761 1940 1138 2754 2708 2517 3268 2413 2741 1969 2496 2324 2224 1404 1114 2014 3084 1312 2386 2223 2316 1581 2818 2626 3154 2318 2571 2441 2509 2565 1956 2790 1857 2522 1406 2139 1322 1501 2957 2959 1589 2236 2044 2136 1852 1238 1505 1684 1234 2308 2517 2242 3690 2579 1406 2686 2488 3062 1927 1924 2053 1946 2587 2059 2319 2581 2682 2619 2678 1308 1859 2423 1039 1580 1041 2215 2777 2228 2418 2327 2400 2309 1768 2419 1326 1425 1592 1422 1320 2123 2311 1696 2054 2343 2065 2044 2186 2310 2319 1479 1870 1132 2799 1413 1774 2319 2329 2783 1317 1869 3333 2689 3267 2132 2278 2407 1659 1396 1782 1585 2580 2796 2609 2218 2121 2472 1781 2893 2133 2427 1968 1696 2479 2218 2333 2810 2034 1220 3521 2434 2216 1939 3228 1399 2764 2769 2775 2299 2202 1594 2142 1964 2590 1417 2863 2762 2970 3815 2327 2856 1941 2310 2600 2504 2322 2524 3366 2200 1678 2392 1678 2132 1324 2501 2824 2416 2235 2024 2200 1050 1051 1595 1605 1342 2347 2290 3152 2768 2226 2771 2106 2870 2336 2610 1872 2604 2237 2544 2495 1848 2368 2211 2977 2384 1952 2671 2554 2288 1840 2520 1324 2307 1504 2325 1677 2159 1771 2134 2329 1947 3403 2030 2054 1891 1868 2415 3135 2502 2261 1872 1497 2040 2654 2211 1498 1047 2235 1403 2030 2310 1501 1420 2329 2500 2510 3243 1057 2961 3424 2302 2499 2938 1679 2498 2929 1936 2960 2337 2829 2458 2566 1951 2806 2138 2388 1777 2791 2537 2398 2389 1844 2128 1143 1864 2327 1679 2855 1979 2961 1963 1787 1877 2333 1310 1867 2226 1142 2965 3417 1404 2239 2878 2869 2582 2860 1768 2839 1233 2735 1149 2414 1418 2693 1863 1989 2147 2437 2236 1427 3128 2953 2848 1785 2235 3341 2034 2482 1658 1113 1588 2155 2036 1864 2412 1475 1423 2052 1038 3059 1413 1137 2711 1143 2138 1777 2243 1499 1677 2412 1963 1581 1144 2687 2592 2050 2224 1686 2428 2319 2423 2958 2417 1432 1438 1241 2415 1234 1055 2052 2072 1324 1959 1524 2591 2326 1970 2050 1327 2404 1235 2025 1875 1322 1420 1885 1596 2861 2981 1784 1140 2332 1603 1943 2616 2055 2793 2118 2985 2845 1864 1485 1691 2136 1149 2664 2912 1670 1318 3038 1589 2418 2246 1420 2217 1675 2863 2774 2147 1880 2050 1581 2216 1865 2681 1678 1760 1825 2127 1396 2126 2143 2786 1870 1964 1857 2779 1694 1398 3325 1753 1493 1681 1841 2506 2755 3126 2098 3060 2511 2503 2332 2225 1329 1965 3045 1852 2182 2507 2770 2965 1685 1950 1228 2699 2151 2952 2340 1135 1786 2302 2029 2609 2595 1591 2681 2497 2300 2209 2684 3214 2470 2921 2195 2310 1586 1663 2878 1769 2701 2930 2316 2037 1567 1682 2682 1973 2123 1970 2605 1957 2665 2143 1763 3145 1944 2691 2306 2726 2949 2722 2734 2307 2523 2193 2670 2332 2602 1665 2024 2268 2386 1314 1401 2139 2038 2765 2133 2229 2237 1493 1848 1407 2143 1772 2759 1411 1840 2614 3207 2877 2395 1141 2432 1863 2128 1962 3055 1683 2856 3035 2525 2379 2123 2549 1942 1054 1055 1507 2505 2718 3084 2440 2312 2802 2327 2560 2298 2304 1577 2306 1880 2603 1675 2147 1962 3754 3070 2400 2868 1992 1926 1952 2904 3031 2775 2043 1960 1292 2044 2050 2134 2611 1666 2389 1229 1592 2933 2513 1418 1517 2844 1135 3027 1220 2572 1589 2881 1959 1153 2044 1582 2493 2143 1699 3238 2044 2201 1868 1945 2490 3295 2224 1679 2422 1244 1698 2939 1228 1151 1929 3233 1695 2850 1690 1232 1506 1522 2215 2425 1409 1973 2508 1785 3052 2058 2339 1512 2017 1696 2701 2786 2766 1608 2960 2719 2959 2680 2408 2151 2144 1419 1239 2128 2503 3313 2293 2306 2586 1506 2902 2404 1584 1518 2112 3312 2282 3601 2609 2778 2578 1051 2760 3339 1957 2305 2829 2332 2019 2303 2370 1411 2858 2686 2269 2687 2300 2765 2860 3050 1664 2126 2494 2420 1941 1956 1421 1777 1060 2796 1880 2219 3034 1960 2406 2475 2671 2663 1579 2876 2585 2137 1855 2402 1229 2979 2692 2982 2968 2513 1749 2223 1684 1692 1854 2327 1858 2511 2032 1957 2240 2678 2482 2411 2037 2395 1418 1048 1043 2429 2393 2310 2695 1411 1324 2780 2693 1946 1771 1679 1311 2375 2042 1874 1770 1055 1514 1323 1514 2694 2677 1146 1880 2881 1324 2612 960 2320 2042 2065 2869 2243 2701 1869 2155 2731 2239 2794 2243 1860 1419 2144 1683 1780 2337 1334 1144 1321 2793 2666 2940 3335 2689 2138 1318 2124 1226 2155 1854 1228 2855 2743 1239 2975 2807 2476 3162 3049 1925 3058 2437 2711 2840 2654 2794 1696 2140 1506 1960 1969 3141 1682 2216 1773 1497 2342 1595 1139 1412 1605 2892 2577 1328 1556 1051 1685 2686 2316 2594 2047 2326 1145 1149 3066 2584 2139 2509 1885 1315 2670 3317 1519 2882 2683 1649 1057 2584 2704 2621 2767 2400 2249 1681 1953 1520 2152 2681 2233 1585 2327 1677 2054 2316 2850 1776 2143 2436 2749 2238 2979 2952 2334 2515 2972 3418 1949 2413 2226 3052 2934 1971 1330 1326 2320 2602 3405 1056 2570 2701 1778 2499 2413 2598 1582 2317 2675 2421 3152 2808 1699 1505 2691 1759 1787 2343 1505 2322 2603 2016 2585 1216 1877 1869 3324 2306 2499 1412 2768 2762 3528 1503 3052 1322 1335 1942 2230 2142 1515 3069 1782 1663 2974 2930 1494 1688 2882 2317 2317 2423 2585 2315 3299 2133 3059 1583 2499 1492 1399 1685 1041 2979 1420 2418 1599 1044 2626 2231 2509 2399 1212 1692 2228 2369 1310 1963 2900 1691 1503 1424 1970 1688 2760 3063 2496 1509 2501 2105 2232 2146 3129 2035 1957 1240 1327 1968 1952 2940 1604 2748 2215 2205 2415 2398 2390 1594 2422 2783 2339 2035 1785 2764 1416 1964 2856 1427 2958 1683 1965 2416 2961 1858 2757 2889 3338 2332 1593 3063 2331 2752 2302 3194 2785 2971 2589 2033 2680 2769 1771 1312 2511 1962 1964 1948 2978 2060 2135 1678 1680 2760 2236 2040 2799 1784 2667 1234 1593 2210 2886 1776 1861 2330 2057 1689 1872 2195 2866 2237 2603 1685 2133 1591 1947 1699 1871 2418 3423 2117 1789 2798 3142 2589 2319 1865 2124 2254 2240 2666 1591 3049 2471 2057 2317 2828 2786 2585 1971 2061 3776 1673 2403 1679 1677 2796 1328 1778 2504 2472 1932 2767 2407 2734 1790 2767 3767 2993 2402 2677 1596 2492 2145 1858 1872 1336 2423 2233 2320 1771 1503 1981 2247 1777 2240 2780 2198 1954 2997 3210 1505 2034 2894 2228 2775 2433 2328 2458 2318 2058 1952 1784 2941 2401 2416 2871 1331 1339 2343 2428 2047 2595 2135

Tree=0
num_leaves=30
num_cat=0
split_feature=1 52 1 2 2 2 2 14 2 4 2 40 2 1 1 49 52 14 4 1 52 52 2 4 481 475 133 43 2
split_gain=157368 21938.1 15128.3 10069.3 5600.81 5449.85 8754.69 4020.97 3093.68 2719.42 2610.63 2572.98 1673.33 1346.03 1103.21 1099.77 665.193 566.966 519.414 445.399 227.511 233.091 156.847 127.416 112.96 113.309 76.0494 75.7227 20.5623
threshold=0.10500500000000001 -0.40492999999999996 0.13472500000000001 0.099345000000000017 -1.0000000180025095e-35 0.10523 -1.0000000180025095e-35 0.073890000000000011 0.15510000000000004 0.50027500000000014 0.13270000000000001 -0.0099849999999999991 0.090020000000000017 0.08346000000000002 0.085410000000000014 -0.013914999999999999 -0.53385999999999989 -1.0000000180025095e-35 -0.00045499999999999995 0.11657000000000002 0.042815000000000006 -0.091329999999999981 0.092385000000000009 -0.078249999999999986 -0.084999999999999992 -0.028044999999999997 0.031880000000000012 -1.0000000180025095e-35 0.091290000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 -1 6 -3 12 9 -4 11 -5 14 22 24 -13 -17 -7 23 -19 21 -18 28 -16 -6 -26 -24 -22 -14
right_child=1 2 8 10 7 17 -8 -9 -10 -11 -12 15 13 -15 18 16 20 19 -20 -21 27 -23 26 -25 25 -27 -28 -29 -30
leaf_value=1.0906054374398007 1.1236404557878843 1.0278986404790194 1.0321867580320343 1.0759960225312801 1.1445746344982537 1.042007611895964 1.1065162581620211 1.1696231050227222 0.96160265875562745 0.98387103094684658 1.0713088122427561 1.09252383752716 1.1328186321612044 1.0989964166122821 1.1344064886776104 1.1344284345342746 1.1158849564435633 1.031275150929051 1.1142858580859534 1.0146220857178181 1.1228823500512266 1.1022370308537244 1.1210979886164116 1.1278956743577853 1.1332706628932196 1.1386296376710512 1.126879721648629 1.1152818249502567 1.128763809481109
leaf_weight=82 66 71 52 52 69 63 76 77 69 72 52 52 76 52 129 52 72 97 61 73 69 59 111 197 122 636 126 67 57
leaf_count=82 66 71 52 52 69 63 76 77 69 72 52 52 76 52 129 52 72 97 61 73 69 59 111 197 122 636 126 67 57
internal_value=1.10664 1.03575 1.02563 1.12619 1.1317 1.04427 1.06854 1.13367 0.988927 1.00413 1.10535 1.10953 1.13198 1.12325 1.13502 1.11423 1.11777 1.02896 1.12792 1.02412 1.11453 1.10974 1.12666 1.13047 1.13834 1.13777 1.12417 1.11914 1.13108
internal_weight=0 639 573 2270 1795 380 147 1713 193 124 475 423 1636 422 1214 371 319 233 387 170 267 131 370 326 827 758 237 136 133
internal_count=2909 639 573 2270 1795 380 147 1713 193 124 475 423 1636 422 1214 371 319 233 387 170 267 131 370 326 827 758 237 136 133
is_linear=0
shrinkage=0.0302493


Tree=1
num_leaves=30
num_cat=0
split_feature=4 3 3 123 2 14 2 2 4 52 124 4 52 3 124 52 3 15 42 3 52 52 2 13 2 2 3 15 4
split_gain=90906.8 32587.7 14013.1 7084.15 5932.3 3397.96 3268.07 2583.33 1720.47 1566.95 1402.36 1255.53 1104.01 1392.49 1103.19 946.511 606.7 562.751 440.563 355.247 317.139 283.487 273.344 255.645 247.041 169.697 77.5802 66.3284 31.805
threshold=0.31392000000000003 -0.065674999999999983 0.28833000000000003 0.081180000000000016 0.14132000000000003 0.073890000000000011 0.14019000000000004 0.097005000000000022 -0.062804999999999986 -0.046194999999999993 -1.0000000180025095e-35 0.028075000000000006 -0.54340999999999984 -0.097574999999999981 -0.082024999999999987 -0.089214999999999975 -0.14186499999999996 -0.10271999999999999 0.090045000000000014 -0.12077499999999998 0.023800000000000005 -0.10012499999999998 0.11326500000000002 -0.079804999999999987 0.088855000000000003 0.078775000000000012 -0.078484999999999985 1.0000000180025095e-35 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 8 7 10 11 21 15 -2 18 -9 -14 -5 -10 -12 -11 19 -1 -15 -3 -18 28 -21 -13 -22 -25 -20
right_child=6 2 -4 14 -6 -7 -8 12 9 17 16 25 13 20 -16 -17 22 -19 23 24 26 -23 -24 27 -26 -27 -28 -29 -30
leaf_value=0.012789353352486255 -0.092439306704954885 0.026528517179880015 -0.08910965770827195 -0.05843752220331045 -0.055055984275828918 0.054262545661243604 -0.1104801533864265 0.025200020150446145 -0.0055370586292484876 0.018886108991489552 -0.051622869735048246 0.0013789003858090973 -0.019503659169948957 0.0010714043190287938 -0.028245108767173545 -0.034943329338579847 -0.080135038775762751 -0.0005487554046344845 0.02650272366074817 0.026792048557828928 0.017595843861380404 0.010828447068996539 -0.063862332052848136 0.010639943654762205 0.020432429879526107 0.013220237328554152 0.0094450436795425891 0.016742758462835149 0.021323679197902411
leaf_weight=60 66 59 69 77 52 72 79 64 61 52 58 73 61 97 52 52 53 144 67 766 58 59 53 62 197 54 62 174 56
leaf_count=60 66 59 69 77 52 72 79 64 61 52 58 73 61 97 52 52 53 144 67 766 58 59 53 62 197 54 62 174 56
internal_value=0 0.00949439 -0.0207205 -0.0129591 -0.00398874 0.0201317 -0.0823791 0.018804 0.00223009 -0.00405117 -0.0727267 0.0216521 0.00623761 0.00187197 -0.0462674 -0.0190696 -0.0647933 0.00460716 0.0230523 0.0247462 0.00788104 0.0186789 -0.0719992 0.0182253 0.0254911 0.00641423 0.013385 0.0151397 0.0241452
internal_weight=0 2600 677 608 479 1923 309 1851 427 309 230 1509 342 278 129 113 164 196 1382 1023 217 118 106 359 963 127 120 236 123
internal_count=2909 2600 677 608 479 1923 309 1851 427 309 230 1509 342 278 129 113 164 196 1382 1023 217 118 106 359 963 127 120 236 123
is_linear=0
shrinkage=0.00506391


Tree=2
num_leaves=23
num_cat=0
split_feature=1 3 123 4 1 4 14 0 13 0 0 4 1 3 158 16 4 0 0 16 0 3
split_gain=79856.7 12460.1 5950.01 4808.37 4132 2756.11 2017.12 1334.6 1296.88 1183.47 1048.9 1205.63 1007.66 791.908 666.922 660.342 526.414 352.04 280.06 155.353 138.839 111.819
threshold=0.10500500000000001 -0.06656999999999999 1.0000000180025095e-35 0.31392000000000003 0.13601500000000002 0.043640000000000005 0.073890000000000011 0.12583000000000003 -0.00080499999999999983 -0.11073999999999999 -0.079249999999999987 -0.50393499999999991 0.12381000000000002 0.3148450000000001 0.019155000000000002 0.26411500000000004 0.19778000000000004 -0.083619999999999986 -0.15445999999999996 -0.116045 -0.081864999999999979 -0.079574999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 8 6 7 9 12 -1 21 -12 20 -6 16 -2 17 19 -10 -7 -3 -11
right_child=1 4 -4 -5 13 14 -8 -9 18 10 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.0010699593868968489 -0.013964186549824377 -0.066215360593290237 -0.028765281561370645 -0.055499213966435389 -0.085082007255177811 0.01436249894969837 0.046731747329885075 -0.0085252642381000426 -0.053433821854057928 0.024694848928960733 0.038527419907662154 0.0115919133744359 -0.090181689419899777 -0.11038166824044761 0.015129571233193816 0.011649807098734002 -0.01922745532012789 -0.0097980502406327108 -0.034904845385112529 0.00063038322174157366 -0.053740341731163113 0.020086625600774694
leaf_weight=85 56 59 93 77 92 52 85 56 52 870 59 515 52 69 82 75 53 59 52 53 55 208
leaf_count=85 56 59 93 77 92 52 85 56 52 870 59 515 52 69 82 75 53 59 52 53 55 208
internal_value=0 -0.0559804 0.0154441 -0.0201043 -0.073294 0.0173327 0.0198666 0.018593 -0.059799 0.0194673 0.020524 0.0143607 -0.0695903 -0.0959251 0.00141721 0.000699854 -0.00376415 0.00123278 -0.0441699 0.00743162 -0.0601972 0.0238057
internal_weight=0 639 2270 208 431 2177 1878 1793 270 1737 1652 574 166 161 299 131 217 164 104 105 114 1078
internal_count=2909 639 2270 208 431 2177 1878 1793 270 1737 1652 574 166 161 299 131 217 164 104 105 114 1078
is_linear=0
shrinkage=0.00564395


Tree=3
num_leaves=29
num_cat=0
split_feature=1 2 1 12 12 2 2 1 12 2 2 41 48 2 1 12 1 52 159 12 12 1 2 42 2 42 1 52
split_gain=55743.6 6750.82 6031.51 5154.67 5033.45 2889.9 1659.56 1581.29 1301.51 1141.15 830.344 473.726 430.957 432.424 287.6 365.098 243.565 209.608 156.555 277.97 211.514 142.349 95.0697 79.3103 46.711 44.373 43.9005 43.1414
threshold=0.108865 0.14744000000000002 0.094485000000000013 0.085075000000000026 0.085845000000000019 0.11183000000000003 -1.0000000180025095e-35 0.12288500000000001 -1.0000000180025095e-35 0.090020000000000017 0.13270000000000001 0.075585000000000013 0.10848000000000001 0.12026500000000001 0.085410000000000014 0.082595000000000016 1.0000000180025095e-35 -0.088174999999999989 0.082975000000000007 0.080635000000000012 0.096675000000000025 0.098715000000000011 0.096435000000000007 0.086205000000000018 0.087605000000000002 0.078120000000000009 0.089895000000000017 -0.069894999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 6 8 9 -2 -5 -4 11 23 14 13 -8 16 -16 24 -6 19 -11 25 -19 -22 -7 -1 -21 -17 -20
right_child=1 -3 4 7 17 10 12 -9 -10 18 -12 -13 -14 -15 15 26 -18 21 27 20 22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.014095476638573962 -0.049712011186285023 -0.060798451421126352 -0.032327538457759715 -0.00069253408219953968 0.012357454907655701 -0.0018797462601877805 -0.027424446490973597 -0.02585956270779077 -0.011560929292126692 -0.00046583593761367496 -0.016276749990596209 0.02306416166311432 -0.0214583100507858 -0.039722891887481966 0.0018478265054248438 0.013541219742080324 0.020739028958679663 0.0081271300988307801 0.013614948167772376 0.0070923954212832293 0.0080150670833926338 -0.00034947420955544017 0.0018774642474184489 0.0037633620571569525 0.012116896834581109 0.010352849479462923 0.010463430645428812 0.0089650220986145137
leaf_weight=541 89 102 78 95 65 65 76 53 87 68 52 67 52 80 61 119 69 55 56 79 53 53 98 71 233 204 135 53
leaf_count=541 89 102 78 95 65 65 76 53 87 68 52 67 52 80 61 119 69 55 56 79 53 53 98 71 233 204 135 53
internal_value=0 -0.0337117 0.00764275 -0.027503 -0.00679185 0.0100533 -0.0363717 -0.00970532 -0.0213781 0.0114647 -0.00373072 0.0135201 -0.0306635 -0.0337316 0.0129678 0.00995798 0.0140925 0.00711968 0.00734392 0.00647305 0.00756034 0.00396695 0.00403198 0.001066 0.0134999 0.00944283 0.0119055 0.0113543
internal_weight=0 547 2362 445 338 2024 297 148 165 1836 188 1225 208 156 1158 315 843 173 611 502 434 108 151 136 774 283 254 109
internal_count=2909 547 2362 445 338 2024 297 148 165 1836 188 1225 208 156 1158 315 843 173 611 502 434 108 151 136 774 283 254 109
is_linear=0
shrinkage=0.00369136


Tree=4
num_leaves=32
num_cat=0
split_feature=1 52 1 12 2 2 4 1 12 2 12 4 41 1 15 15 15 15 1 52 12 52 42 2 15 12 4 2 4 403 1
split_gain=38622.8 7672.23 4679.5 3552.49 2284.18 1655.88 1867.91 1386.83 1344.77 880.116 719.745 577.242 528.933 373.806 333.161 321.42 236.51 212.418 199.122 196.639 188.137 158.845 140.528 137.771 115.081 104.755 90.7589 56.5612 28.4662 26.8464 12.8683
threshold=0.10342000000000001 -0.41694999999999993 0.12448500000000001 0.088365000000000013 0.095850000000000005 0.16730000000000003 0.27998000000000006 0.089875000000000024 0.087035000000000015 0.13270000000000001 -0.032329999999999991 -0.008454999999999999 0.075585000000000013 0.077020000000000019 -0.10328999999999998 -0.43091499999999999 -0.14803999999999998 0.037885000000000009 0.080320000000000016 0.042815000000000006 0.099370000000000014 -0.014264999999999998 0.081605000000000025 0.091290000000000024 0.084845000000000018 0.095450000000000021 -0.070154999999999981 0.087815000000000018 -0.049994999999999991 -0.0068949999999999992 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
left_child=4 -2 3 14 7 6 -4 12 -9 10 -6 13 16 26 -3 -8 -1 18 23 22 -5 -16 -13 -18 29 30 -12 -26 -28 -19 -10
right_child=1 2 5 20 9 -7 15 8 25 -11 11 19 -14 -15 21 -17 17 24 -20 -21 -22 -23 -24 -25 27 -27 28 -29 -30 -31 -32
leaf_value=0.021957415103606402 0.012033034519225971 -0.027026683906001391 -0.026541703130933535 0.0040246540844048858 -0.01080651385548856 -0.070704578792454745 -0.04784664985373141 -0.014913850070830676 0.012021510146556344 -0.016640844279163611 0.0012564712225113421 -0.0089461227789475618 0.024877408794602086 0.018639089185652893 -0.042858875480219889 -0.062118778967885292 0.013049813644032394 0.016053905753608249 0.0045038572282622225 0.0047509620505659786 -0.0081810003742878116 -0.033191626200720303 0.00084159140186165304 0.0067873682187979479 0.014281939874804798 0.0039726884227845628 0.0063566443512169434 0.011292628582996489 0.010833189792384911 0.019967917405835933 0.0092711005279377413
leaf_weight=57 79 85 82 52 68 59 74 68 59 52 53 63 81 70 76 58 326 89 99 85 52 65 58 93 350 82 64 208 54 61 87
leaf_count=57 79 85 82 52 68 59 74 68 59 52 53 63 81 70 76 58 326 89 99 85 52 65 58 93 350 82 64 208 54 61 87
internal_value=0 -0.0300136 -0.0355223 -0.0240249 0.00901325 -0.0494201 -0.0435517 0.011699 0.00279568 0.00115011 0.00294658 0.00503888 0.0136311 0.00980619 -0.0341243 -0.0541181 0.012921 0.0125008 0.0102924 -0.000538179 -0.00207771 -0.0384027 -0.00425409 0.0116599 0.0141166 0.00807769 0.0061901 0.0131677 0.00840564 0.0176459 0.0103829
internal_weight=0 682 603 330 2227 273 214 1660 296 567 515 447 1364 241 226 132 1283 1226 518 206 104 141 121 419 708 228 171 558 118 150 146
internal_count=2909 682 603 330 2227 273 214 1660 296 567 515 447 1364 241 226 132 1283 1226 518 206 104 141 121 419 708 228 171 558 118 150 146
is_linear=0
shrinkage=0.00453756


Tree=5
num_leaves=29
num_cat=0
split_feature=1 1 155 2 47 2 2 2 4 2 1 0 49 1 43 150 4 156 1429 2 43 4 16 0 4 0 16 1
split_gain=26522.7 5077.57 2689.57 2624.68 2089.12 1678 1543.4 792.925 756.868 585.404 498.762 790.249 458.091 347.145 336.53 346.807 273.331 150.256 170.14 161.323 86.8527 150.931 129.971 83.699 66.7773 50.7887 23.3725 11.0075
threshold=0.10123500000000001 0.12381000000000002 0.091145000000000018 0.10251500000000001 0.12794000000000003 0.095565000000000011 -1.0000000180025095e-35 0.153865 0.40996000000000005 0.123795 0.088860000000000008 -0.14867499999999997 -0.011165 0.08864000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.032770000000000001 -0.01197 0.084845000000000018 0.086115000000000011 -0.078169999999999976 -0.060239999999999995 -0.052894999999999991 -0.06976499999999998 0.022635000000000006 -0.07385499999999999 -0.013049999999999997 0.091280000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 6 7 10 -2 8 -3 13 11 -1 -12 20 -5 -16 17 -13 19 -19 23 -22 -23 -7 -8 26 27 -14
right_child=1 4 -4 14 -6 9 24 -9 -10 -11 12 16 25 -15 15 -17 -18 18 -20 -21 21 22 -24 -25 -26 -27 -28 -29
leaf_value=0.026508395700809022 -0.024182288639127036 -0.027260993049488189 0.016202900109117416 -0.038612078178906807 -0.013329378648859974 0.010570860775933576 0.0092546248053360022 -0.061096652659330793 -0.04957154799036368 -0.011663628316970348 -0.0075030521736293918 0.020006072139570379 0.012372900720894782 -0.0066268211399879585 -0.019170064693325741 -0.035218074135984261 0.00205404303536404 0.014321175235941806 0.0037409822566176055 0.01045996311175154 0.0087083457596374026 0.0052695513956977254 -0.0036179669206576792 0.0029380688092757986 0.0016392626538907773 0.0043498002287410791 0.0070157125488426253 0.0095782567940049888
leaf_weight=92 67 57 58 85 52 103 58 73 102 72 52 56 54 71 75 57 68 481 60 567 82 74 85 52 53 58 62 92
leaf_count=92 67 57 58 85 52 103 58 73 102 72 52 56 54 71 75 57 68 481 60 567 82 74 85 52 53 58 62 92
internal_value=0 -0.0251663 -0.0149757 -0.019554 -0.0414208 0.00885706 -0.00559809 -0.047717 -0.0415738 0.00135027 0.0113212 0.0126456 0.00580675 0.00335681 -0.0310015 -0.0261003 0.0116104 0.0121686 0.0117724 0.0122322 0.00514694 0.003305 0.000518033 0.00801052 0.00561893 0.00840886 0.00954046 0.0106123
internal_weight=0 737 453 395 284 2181 178 232 159 539 1642 1324 318 467 217 132 1232 1164 1108 1048 396 241 159 155 111 266 208 146
internal_count=2918 737 453 395 284 2181 178 232 159 539 1642 1324 318 467 217 132 1232 1164 1108 1048 396 241 159 155 111 266 208 146
is_linear=0
shrinkage=0.00490329


Tree=6
num_leaves=17
num_cat=0
split_feature=4 3 39 42 3 11 3 12 12 12 10 49 150 3 12 4
split_gain=27337.9 10194.8 7773.83 1769.04 1454.29 1178.98 1229.72 1078.72 967.446 769.057 464.823 304.036 296.956 206.368 187.37 11.2895
threshold=0.27998000000000006 0.28833000000000003 0.055555000000000007 -0.0047199999999999994 0.11391500000000002 1.0000000180025095e-35 -0.11749 -1.0000000180025095e-35 0.09253500000000002 0.093185000000000004 -0.00098999999999999978 0.12001000000000002 0.082085000000000019 0.0035100000000000005 0.099170000000000022 0.41939500000000002
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 13 12 -7 -5 -10 -8 -2 15 -9
right_child=7 -3 3 10 -6 9 8 14 11 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.010063607048311499 -0.046990589697530623 -0.051882701353194068 0.0015369550201628471 -0.042509755454405364 -0.012880343945861187 0.032563716490907266 0.01327743082242073 -0.029666787966836125 0.0061357718827109399 0.011062607253223158 -0.024373259150216386 -0.0058657110986889234 0.0060543517369343802 -0.058679684149747099 -0.042425952276929968 -0.032829638159101844
leaf_weight=77 71 74 55 57 68 93 1224 61 578 73 89 57 158 78 53 52
leaf_count=77 71 74 55 57 68 93 1224 61 578 73 89 57 158 78 53 52
internal_value=0 0.00547768 0.0071561 -0.0224266 0.0097103 0.01039 0.00938176 -0.0434252 0.0101241 0.0231087 -0.0314543 0.00505839 0.0124517 -0.0531101 -0.0347319 -0.0311227
internal_weight=0 2603 2529 201 2328 2260 2094 315 2017 166 146 635 1382 149 166 113
internal_count=2918 2603 2529 201 2328 2260 2094 315 2017 166 146 635 1382 149 166 113
is_linear=0
shrinkage=0.00495795


Tree=7
num_leaves=32
num_cat=0
split_feature=12 13 12 13 457 12 14 13 13 123 51 51 12 13 12 42 42 48 1447 150 484 13 51 48 47 42 12 13 42 42 42
split_gain=15514.6 4347.17 2732.4 1711.45 1739.61 1171.19 924.849 826.461 825.216 775.563 596.771 413.001 379.185 295.753 244.715 100.676 101.446 95.1914 95.1199 71.281 85.9716 68.4276 59.7042 49.5546 45.3444 34.5118 31.7075 22.5092 21.3331 15.1183 14.2078
threshold=0.056995000000000011 -0.0015099999999999998 0.097610000000000016 1.0000000180025095e-35 0.092240000000000003 0.13936000000000001 0.073890000000000011 -0.086554999999999979 -0.36115499999999995 0.086020000000000013 -0.10056999999999998 0.031805000000000007 -0.042789999999999988 -0.013819999999999997 0.090205000000000021 -0.024804999999999997 0.096760000000000013 0.091095000000000023 -0.086424999999999988 0.082085000000000019 0.083895000000000011 0.080625000000000016 -0.088094999999999993 0.090135000000000007 0.10113500000000002 0.086435000000000012 0.093910000000000007 0.10783500000000001 0.096760000000000013 -0.071309999999999985 0.11573500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 7 14 -4 23 13 -3 -12 -5 -10 18 27 -17 21 -2 24 -21 22 -16 -1 25 -20 -24 29 -11 -9 -18
right_child=2 3 5 12 -6 -7 -8 15 9 28 11 -13 -14 -15 17 16 30 -19 19 20 -22 -23 26 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=-0.036362002179864336 0.016409306581248291 0.019062265284384997 -0.017685935573239307 -0.013817382878015058 -0.024203675762564759 -0.022804391251178537 0.027610393170803119 0.0020577960371886768 -0.01267860610925612 -0.031763406839338301 -0.0052261871168161273 0.0093049909747772355 -0.031204545926472711 -0.026040719445020809 0.0017374546219494301 -0.0044022267741761316 0.0041683770128581928 0.00036085892804370919 0.01137083277103741 0.0021449895915567042 0.010225295784144117 0.011893466619400125 0.0080011082925895705 -0.042443294122145099 0.0061327113096547514 0.0093643007242214995 0.0052328448845908671 0.0071497959694961115 -0.035890674864628318 0.0053066975090625152 0.00089012496392308995
leaf_weight=68 52 52 53 56 55 58 60 70 100 59 100 75 54 57 53 78 57 52 519 54 62 56 258 52 52 295 140 53 52 57 59
leaf_count=68 52 52 53 56 55 58 60 70 100 59 100 75 54 57 53 78 57 52 519 54 62 56 258 52 52 295 140 53 52 57 59
internal_value=0 -0.0176873 0.00670213 -0.0066928 -0.000583896 -0.00306732 0.00956858 -0.000386292 -0.028795 -0.0242264 0.00513874 0.00100118 -0.0223534 -0.0175301 0.008889 0.00206513 -0.000274015 0.0063935 0.0102381 0.00991123 0.00646421 0.00701214 0.00640592 -0.0389976 0.0103729 0.0106437 0.00702747 0.00458648 -0.0336974 0.00351636 0.00250142
internal_weight=0 780 2138 392 282 485 1653 427 388 268 227 175 110 157 1593 374 194 559 1034 982 116 507 451 120 866 814 398 180 111 127 116
internal_count=2918 780 2138 392 282 485 1653 427 388 268 227 175 110 157 1593 374 194 559 1034 982 116 507 451 120 866 814 398 180 111 127 116
is_linear=0
shrinkage=0.00468101


Tree=8
num_leaves=19
num_cat=0
split_feature=4 2 39 3 43 2 2 13 43 4 160 4 16 15 4 151 4 0
split_gain=14120.4 5409.47 2118.88 1837.3 892.556 500.514 491.69 492.749 434.633 394.599 392.46 342.006 282.624 253.175 397.664 122.869 69.7648 44.7654
threshold=0.27998000000000006 0.14744000000000002 0.0095750000000000019 0.11391500000000002 -0.041049999999999996 0.14019000000000004 0.10233000000000002 -0.14258499999999999 -0.085594999999999991 -0.032169999999999997 -1.0000000180025095e-35 0.020110000000000006 -0.47730499999999992 -0.15300999999999995 1.0000000180025095e-35 -0.077959999999999988 -0.42305999999999994 -0.086244999999999974
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 8 10 7 -1 -4 16 -2 -11 15 -9 -15 -12 -8 -13
right_child=5 -3 4 -5 -6 -7 9 13 -10 11 12 17 -14 14 -16 -17 -18 -19
leaf_value=0.021863351611363824 -0.016891850375646597 -0.034546507311944905 -0.0067396853327907746 -0.013636308282751999 0.006040479818397739 -0.040363115913065357 0.01147723424657383 0.017175397008478949 -0.02411766097735997 -0.01189511101196998 -0.03081389967043232 0.004976272903736847 -0.038235821940123857 0.0082728704711874067 0.0022252939714252004 -0.020659914664394367 0.0048559796783267774 -0.00079622146942534165
leaf_weight=56 69 80 55 100 53 76 60 60 78 62 52 54 63 1498 291 55 88 68
leaf_count=56 69 80 55 100 53 76 60 60 78 62 52 54 63 1498 291 55 88 68
internal_value=0 0.00377611 0.00499127 0.00621513 -0.0103856 -0.0297804 0.00710256 0.00802905 -0.0169317 0.00178626 -0.0264149 -0.00284196 -0.0302799 0.00761003 0.0072892 -0.025595 0.00754061 0.0017584
internal_weight=0 2603 2523 2337 186 315 2237 1905 133 332 239 184 170 1849 1789 107 148 122
internal_count=2918 2603 2523 2337 186 315 2237 1905 133 332 239 184 170 1849 1789 107 148 122
is_linear=0
shrinkage=0.00473372


Tree=9
num_leaves=28
num_cat=0
split_feature=1 52 1 52 123 47 47 0 150 0 0 1 43 0 43 1 0 123 16 49 16 0 0 133 49 43 43
split_gain=24364.2 4508.5 3144.33 1678.96 1259.56 1102.95 940.547 567.377 496.978 925.344 612.515 374.817 305.83 451.143 278.282 338.925 243.725 221.584 221.279 180.163 147.999 134.68 115.377 59.4909 34.262 30.3487 11.5298
threshold=0.10123500000000001 -0.41694999999999993 0.12419000000000001 0.13675000000000001 0.080635000000000012 0.085585000000000008 0.077065000000000008 -0.076589999999999978 0.085845000000000019 -0.098064999999999986 -0.14867499999999997 0.14860500000000001 -0.051834999999999992 -0.11656999999999999 -0.084059999999999982 1.0000000180025095e-35 -0.060454999999999995 0.086620000000000016 0.08215500000000002 0.098445000000000019 -0.10227499999999999 -0.047019999999999999 -0.10462499999999998 0.089180000000000023 0.096960000000000005 -1.0000000180025095e-35 -0.078734999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 7 11 12 8 10 -10 20 17 -3 -14 16 21 -9 -4 -17 22 -1 24 -12 -24 25 -16 -21
right_child=1 2 5 -5 -6 -7 -8 14 9 -11 19 -13 13 -15 15 18 -18 -19 -20 26 -22 -23 23 -25 -26 -27 -28
leaf_value=0.025051126248433968 0.0089877146327686595 -0.031905191095312889 -0.034638112600435311 0.0040355968497661383 -0.012200337426119182 -0.021669762744335398 -0.0088619866304344378 0.0050730436925181532 -0.012010064306433303 0.010229888818503809 0.0045346734201670855 -0.052297967778667805 -0.028616051807684336 -0.012970575471927637 0.0073822708496571006 0.0063079319223942375 -0.0074570800484441684 -0.04579548106541511 0.016992852472424068 0.005332568773177301 0.014842510597809158 -0.0034563499512860782 0.010632815784340024 0.0080342773471619219 0.0013711573091266301 0.0033011718788444732 0.0024574262398820534
leaf_weight=57 82 97 95 59 61 67 85 55 58 96 75 53 82 63 77 85 66 54 67 54 53 54 943 208 53 65 54
leaf_count=57 82 97 95 59 61 67 85 55 58 96 75 53 82 63 77 85 66 54 67 54 53 54 943 208 53 65 54
internal_value=0 -0.0217424 -0.0255896 -0.0175485 0.00749449 -0.0371278 -0.021443 0.0080612 0.00936106 0.0018535 0.0101617 -0.0422548 -0.0258618 -0.0218187 0.00408185 0.00584508 -0.00176118 -0.038682 0.011018 0.00933945 0.0201329 0.00268709 0.00981898 0.0101633 0.0043886 0.00551449 0.00389543
internal_weight=0 737 655 386 2181 269 327 2120 1598 154 1444 202 242 145 522 401 121 149 152 1334 110 249 1226 1151 195 142 108
internal_count=2918 737 655 386 2181 269 327 2120 1598 154 1444 202 242 145 522 401 121 149 152 1334 110 249 1226 1151 195 142 108
is_linear=0
shrinkage=0.00439616


Tree=10
num_leaves=21
num_cat=0
split_feature=4 123 49 52 52 49 15 4 16 15 4 15 0 132 376 0 0 0 4 43
split_gain=12182 3464.61 1529.76 1188.97 681.416 551.169 419.363 544.489 451.181 418.485 711.631 561.731 1263.43 382.478 200.068 160.974 114.384 101.739 52.0619 18.5587
threshold=0.31392000000000003 0.080635000000000012 -0.034759999999999992 -0.046194999999999993 -0.084674999999999986 0.14321000000000003 -0.42443999999999993 0.51395000000000002 -0.53870999999999991 0.025430000000000005 -0.14088999999999999 -0.14465499999999995 -0.13165999999999997 0.03056 0.084680000000000019 -0.11991499999999998 -0.09466999999999999 -0.083619999999999986 -0.057674999999999997 0.021175000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 7 -2 -8 11 -11 15 -13 -14 -3 -4 -5 19 -19 -12
right_child=6 14 5 16 -6 -7 8 -9 -10 10 17 12 13 -15 -16 -17 -18 18 -20 -21
leaf_value=-0.0067129783156390553 -0.012456093445451212 -0.013861436001934036 0.019542561779127884 -0.00058292168072224932 -0.02752614231838656 -0.0070098231450184548 -0.023141563826768848 -0.029564331329215439 -0.039610412760884756 0.022953938483584267 0.0099010939563129053 -0.015868403333631945 0.0054949425412839682 -0.0045706206947727489 -0.024783608013526023 0.0091193810945175823 0.0083840538209487316 0.0067133183977068763 0.0023964355253749568 0.0073261721923057526
leaf_weight=80 68 101 52 52 55 67 58 89 85 65 271 67 863 86 53 75 68 531 65 74
leaf_count=80 68 101 52 52 55 67 58 89 85 65 271 67 863 86 53 75 68 531 65 74
internal_value=0 0.00332555 0.004631 -0.00592636 -0.0151928 0.00584588 -0.0272916 -0.0221547 -0.0329311 0.0062467 0.00838775 0.00436224 0.00323404 0.00458273 -0.0176207 0.0133875 0.00449796 0.00738153 0.0062426 0.00934893
internal_weight=0 2625 2471 255 135 2216 300 157 143 2149 1006 1143 1016 949 154 127 120 941 596 345
internal_count=2925 2625 2471 255 135 2216 300 157 143 2149 1006 1143 1016 949 154 127 120 941 596 345
is_linear=0
shrinkage=0.00455165


Tree=11
num_leaves=30
num_cat=0
split_feature=1 1 12 47 14 124 12 4 1 12 1 12 150 0 0 4 0 15 15 12 4 12 15 43 43 4 52 43 4
split_gain=22925.9 5455.82 4658.41 1518.52 1298.07 1258.56 817.43 660.213 450.033 403.167 420.333 363.834 311.235 301.593 273.742 342.488 273.305 263.3 192.727 178.144 64.9225 50.1811 48.882 46.6902 45.8665 74.0286 43.2039 45.5099 13.1756
threshold=0.10054 0.12381000000000002 0.085845000000000019 0.12171500000000002 0.064610000000000015 -0.080429999999999988 0.093910000000000007 0.022635000000000006 0.14860500000000001 0.056995000000000011 0.087225000000000011 -0.083979999999999985 1.0000000180025095e-35 -0.050249999999999996 -0.044434999999999995 0.0049450000000000006 -0.088444999999999982 -0.052239999999999988 -0.41956999999999994 0.088245000000000004 -0.074729999999999977 0.091345000000000023 -0.066784999999999983 -0.054204999999999996 0.0034500000000000004 -0.087864999999999985 0.11330000000000001 -0.07138499999999999 -0.071659999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 11 8 5 -1 9 20 13 10 17 -2 -13 18 15 26 -12 -7 -3 24 -4 28 -17 -23 25 -11 27 -8 -21
right_child=1 3 7 -5 -6 6 14 -9 -10 19 16 12 -14 -15 -16 22 -18 -19 -20 21 -22 23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.015440370257973518 -0.037490148959876138 -0.043454950275894758 0.017906667882320933 -0.018263916900901202 0.029694567683078273 0.019845536537232641 0.011294946649473428 -0.0059147608765746365 -0.063503707948750515 0.019964364566065988 -0.012300590803929515 -0.018138768064683369 -0.033302734484152552 -0.035836535671719544 -0.0084420927085119748 -7.0322474175423192e-05 0.0049674965601330476 0.0041164750066633379 -0.057484713303100177 0.012129995469809862 0.0097647381707797101 0.0049830656168135326 -0.0066933521091702142 0.010033487657775141 0.0099529187817330514 0.013588163785282381 0.0042389866108672068 0.0065407530286532315 0.0099385607087627975
leaf_weight=63 98 52 52 52 83 54 95 90 56 57 52 94 66 56 53 71 53 70 61 147 61 102 58 108 85 618 101 147 170
leaf_count=63 98 52 52 52 83 54 95 90 56 57 52 94 66 56 53 71 53 70 61 147 61 102 58 108 85 618 101 147 170
internal_value=0 -0.0255582 -0.0142791 -0.0443294 0.00893637 0.00811746 0.00884465 0.00489885 -0.0503531 0.0108377 0.00429483 -0.0293689 -0.0243943 -0.0459952 0.00308943 0.00438441 -0.00358377 0.0109667 -0.051029 0.0120018 0.013512 0.00961048 -0.00304856 0.0075807 0.01366 0.0141267 0.00718007 0.00840731 0.010955
internal_weight=0 738 461 277 2187 2104 2041 203 225 1516 229 258 160 169 525 472 105 124 113 1287 113 527 129 210 760 675 343 242 317
internal_count=2925 738 461 277 2187 2104 2041 203 225 1516 229 258 160 169 525 472 105 124 113 1287 113 527 129 210 760 675 343 242 317
is_linear=0
shrinkage=0.00535151


Tree=12
num_leaves=28
num_cat=0
split_feature=1 1 12 47 4 4 12 4 3 39 15 48 4 4 0 3 0 0 4 40 0 3 15 15 42 15 0
split_gain=11990.6 2598.9 2660.22 1459.96 862.597 711.08 621.728 598.667 572.045 712.074 399.519 350.989 292.551 257.828 777.287 433.059 271.977 244.235 270.908 150.284 146.297 124.889 37.1878 27.638 21.3373 17.0842 10.7096
threshold=0.11690500000000002 0.092845000000000025 0.085845000000000019 0.085585000000000008 -0.15615999999999999 0.043640000000000005 0.091625000000000012 0.071150000000000005 0.31351000000000001 0.087735000000000021 -0.14868999999999996 0.085875000000000021 0.046185000000000004 -0.50231999999999988 -0.064994999999999983 0.083395000000000011 -0.14259999999999998 -0.044434999999999995 -0.013634999999999998 -0.077474999999999988 -0.084154999999999994 -0.14539499999999997 -0.076929999999999985 0.025430000000000005 0.091555000000000011 0.11357500000000002 -0.072849999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 8 -3 11 10 -5 9 -2 -1 -6 21 -12 15 16 -15 18 20 -11 -8 -4 -20 -22 -23 -25 -24
right_child=3 2 12 7 5 -7 17 -9 -10 19 13 -13 -14 14 -16 -17 -18 -19 22 -21 23 24 26 25 -26 -27 -28
leaf_value=0.019659135070616039 -0.016908508086424232 0.0013251913892782139 0.013115155129291118 0.0010912950957491581 -0.034705940629333305 -0.0094007734629953689 0.012773480394126312 -0.020121541825064756 -0.041695483487533637 -0.038540457490224264 0.016480584502999867 -0.01948446831380542 -0.0032626200496381022 0.01813304518339421 -0.0099196323049659078 -0.0050141257412473737 0.0077274085163614066 -0.0064912079997237722 0.0013183653090848113 -0.028034938131686452 0.0015723143768593822 0.0072634059000472205 -0.0039536102544230657 0.005845840415246736 0.0038556037402571386 0.0029258055946669763 -0.0011870299910478044
leaf_weight=56 99 55 60 54 52 97 52 55 59 59 60 77 67 54 54 53 1092 58 102 53 53 69 52 183 83 53 64
leaf_count=56 99 55 60 54 52 97 52 55 59 59 60 77 67 54 54 53 1092 58 102 53 53 69 52 183 83 53 64
internal_value=0 0.0036922 -0.00491866 -0.0235927 -0.0147475 -0.0186592 0.00612026 -0.00961199 -0.0292365 -0.0257525 0.00782023 -0.0256206 0.00498047 0.00731526 0.00687634 0.00763283 0.00821777 0.00234827 0.00326551 -0.0335695 0.00578462 0.00758583 -0.000674699 0.00452694 0.00540288 0.00519027 -0.00242764
internal_weight=0 2546 560 379 281 226 1986 109 270 211 1369 129 279 1313 1253 1199 1146 617 559 112 341 212 218 289 152 236 116
internal_count=2925 2546 560 379 281 226 1986 109 270 211 1369 129 279 1313 1253 1199 1146 617 559 112 341 212 218 289 152 236 116
is_linear=0
shrinkage=0.00452572


Tree=13
num_leaves=31
num_cat=0
split_feature=3 3 43 12 147 12 43 13 3 15 0 3 52 15 15 3 151 3 12 3 43 3 0 48 15 13 15 133 15 15
split_gain=5897.56 2525.2 2613.93 873.711 616.978 586.534 580.83 414.793 400.962 389.523 301.436 287.478 258.217 343.879 226.302 167.155 163.039 141.157 118.969 116.852 110.268 86.3644 77.6941 54.3648 29.4339 35.6811 25.8818 24.8417 20.9579 8.09708
threshold=-0.063264999999999988 0.30863500000000005 -0.041049999999999996 0.023990000000000004 1.0000000180025095e-35 0.098785000000000012 -0.23799499999999998 -0.009244999999999998 -0.14719499999999996 0.033605000000000003 -0.038724999999999989 -0.10859999999999999 0.16146000000000002 -0.091229999999999992 -0.17840999999999999 0.10265000000000001 -0.030624999999999996 0.018975000000000002 0.088485000000000022 0.0048000000000000013 -0.27619499999999997 -0.089964999999999976 -0.11742499999999999 0.083775000000000002 -0.034094999999999993 0.041960000000000004 0.083185000000000023 0.088585000000000011 -0.075094999999999981 -0.065984999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 12 8 -2 14 9 -5 20 -10 13 17 -8 19 -16 -4 23 -15 -7 -22 -3 27 28 -26 29 -13 -20 -23
right_child=1 22 4 5 -6 10 7 -9 11 -11 -12 18 -14 15 16 -17 -18 -19 24 -21 21 26 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.011408183897871687 -0.0036414196607746216 -0.02718712403597414 0.00057280886901009615 0.0074867592732238697 -0.014411183101874597 0.0070499896663284833 -0.022943584727243355 -0.030116357509730921 -0.0052472524444396743 0.022852958338929773 -0.010038718395856067 0.0076868789682092526 0.011013305663307039 0.002350002738956 -0.018484147037299652 -0.002160398566998528 -0.0073428484158016196 -0.0090081066658216323 0.0039500148326261711 0.0111641750710571 -0.0047571629195723702 0.0014909394435679841 -0.03505371922602378 0.003377079056339253 0.0053890361089605271 0.0013698514637548911 0.0039624803905336688 0.0053998899752929616 0.0011943879486816663 -0.0010104634090756979
leaf_weight=72 53 53 55 95 53 56 74 66 53 54 59 552 59 54 52 53 58 77 167 75 61 54 52 84 408 52 61 121 88 54
leaf_count=72 53 53 55 95 53 56 74 66 53 54 59 552 59 54 52 53 58 77 167 75 61 54 52 84 408 52 61 121 88 54
internal_value=0 -0.010139 -0.00712225 0.00422813 0.000172734 0.00478577 -0.0173787 -0.0202908 0.00590351 0.013056 -0.000637583 0.00520464 0.00224511 0.000597428 -0.0167662 0.00466875 -0.0126101 -0.00501569 0.005581 0.0074749 0.00130164 -9.77442e-05 -0.0310834 0.00684322 0.00424456 0.0049348 0.00158377 0.00727577 0.00299924 0.000239786
internal_weight=0 834 729 2091 426 2019 303 250 1674 149 345 1525 373 314 184 182 110 132 1472 129 286 230 105 757 715 460 169 673 255 108
internal_count=2925 834 729 2091 426 2019 303 250 1674 149 345 1525 373 314 184 182 110 132 1472 129 286 230 105 757 715 460 169 673 255 108
is_linear=0
shrinkage=0.00456805


Tree=14
num_leaves=28
num_cat=0
split_feature=1 1 12 3 14 52 3 12 150 12 123 1 15 0 3 12 52 12 15 3 0 3 16 12 52 159 52
split_gain=6340.67 1281.01 1293.35 661.414 626.398 391.197 390.585 304.484 296.194 379.503 244.187 222.28 171.067 343.394 182.033 126.667 96.9274 81.4508 77.8392 67.2226 66.93 32.0532 19.6613 18.2382 13.4637 10.653 0.468622
threshold=0.11690500000000002 0.092845000000000025 0.085845000000000019 -0.055994999999999996 0.064610000000000015 0.037045000000000002 0.28833000000000003 0.091625000000000012 1.0000000180025095e-35 -1.0000000180025095e-35 0.089155000000000012 0.12313000000000002 -0.14803999999999998 -0.12851999999999997 -0.12077499999999998 0.11878500000000002 -0.072144999999999987 -0.063029999999999989 1.0000000180025095e-35 -0.082824999999999982 -0.14076499999999997 -0.10067 -0.074029999999999999 0.095920000000000019 0.084050000000000014 -1.0000000180025095e-35 0.11794500000000001
decision_type=2 2 2 2 2 2 2 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 11 7 6 10 12 9 -3 -5 -2 -1 -14 -15 18 -4 -16 21 -18 -10 -9 24 -23 -20 -21 -24
right_child=3 2 16 5 -6 -7 -8 15 20 -11 -12 -13 13 14 17 -17 19 -19 22 25 -22 23 26 -25 -26 -27 -28
leaf_value=0.012704705019256501 -0.0016399685333657852 -0.013792698974088696 0.0069815434756215922 -0.013834532766305994 0.016316165992310103 -0.012270829584670214 -0.033763208490874871 -0.0028257651777114099 -0.018947295035789964 -0.00049988322244505859 -0.02574228337683044 -0.01391815229948158 -0.0046762078905452321 -0.002193926048210369 0.010918823197689628 -0.0045109655808542801 -0.0026587006417086926 0.0053087094783059235 0.0032939790903140308 0.0045600306885289757 -0.012193958500224254 0.0026481889445007442 0.0024057662976258022 1.4319209473669601e-05 0.0058598771923558685 0.0020561312964251753 0.0018173963989529182
leaf_weight=52 57 72 96 66 79 80 54 53 53 96 66 56 72 61 52 67 52 1069 80 61 60 79 53 139 77 70 53
leaf_count=52 57 72 96 66 79 80 54 53 53 96 66 56 72 61 52 67 52 1069 80 61 60 79 53 139 77 70 53
internal_value=0 0.0025911 -0.00325516 -0.0165965 0.00423962 -0.020365 -0.0238461 0.00373931 -0.00988273 -0.00619708 -0.0197888 -0.00772515 0.00492566 0.00460305 0.00516832 0.00116122 0.00341976 0.00556899 0.00187299 0.00155103 -0.0153619 0.000226685 0.00356919 0.000969009 0.00455271 0.00322243 0.00211202
internal_weight=0 2546 560 379 1986 266 186 1907 281 168 132 113 1306 1254 1182 601 279 1121 534 183 113 271 263 218 157 131 106
internal_count=2925 2546 560 379 1986 266 186 1907 281 168 132 113 1306 1254 1182 601 279 1121 534 183 113 271 263 218 157 131 106
is_linear=0
shrinkage=0.00437662


Tree=15
num_leaves=25
num_cat=0
split_feature=1 10 3 15 1 12 14 13 1 3 12 3 12 43 51 12 43 3 12 1 3 3 42 133
split_gain=4418.51 728.834 792.277 782.763 674.386 647.06 340.464 336.067 203.637 190.244 188.318 117.262 115.726 99.6095 77.1946 73.0054 79.996 90.187 62.3518 59.5977 33.7497 33.3965 31.7721 16.5583
threshold=0.11374000000000002 -1.0000000180025095e-35 0.30863500000000005 -0.12776499999999999 0.090795000000000015 0.085845000000000019 0.064610000000000015 -0.00027999999999999998 0.10075500000000003 -0.12077499999999998 -0.014854999999999998 -0.074679999999999983 -0.086254999999999984 -0.037954999999999996 -0.10056999999999998 0.10331000000000001 -1.0000000180025095e-35 -0.089594999999999994 0.086730000000000015 0.13443000000000002 -0.080624999999999988 -0.062324999999999998 0.090045000000000014 0.087720000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 19 6 7 9 12 -9 -1 -11 18 -6 -5 -13 16 20 -18 23 -3 -7 -16 -20 -12
right_child=1 2 -4 13 5 15 -8 8 -10 10 11 14 -14 -15 21 -17 17 -19 22 -21 -22 -23 -24 -25
leaf_value=-0.0027037202085022378 -0.022126797220441894 -0.010850997663854023 -0.02060509347150381 -0.0024321706870610027 -0.007529819355450394 -0.00091808194516519595 0.011401370249382838 0.0037075481844982771 -0.0058735461761247696 0.0096895628545996069 0.0051102199214790893 0.0044214358570056015 -0.015231148357147055 0.0041887418413883324 0.0013115312837913742 -0.0018662617017103523 0.009299118014723922 0.0021303226850936854 0.0033805074962743316 -0.016329326567713413 0.0029011161522475718 -0.0015743259516243122 0.0015604479450462433 0.0033467331287299132
leaf_weight=88 84 83 75 87 77 62 82 62 84 72 389 79 53 63 131 54 58 55 615 52 93 127 206 110
leaf_count=88 84 83 75 87 77 62 82 62 84 72 389 79 53 63 131 54 58 55 615 52 93 127 206 110
internal_value=0 -0.0114902 -0.00900815 -0.00595617 0.00223889 -0.00147481 0.00340837 -0.00598043 -0.00180457 0.00304763 0.00334037 0.00306446 -0.0106699 0.000348327 0.000953011 0.00238702 0.00324419 0.00581026 0.00360349 -0.0129615 0.00137316 -0.00010886 0.00292388 0.00472156
internal_weight=0 444 360 285 2497 598 1899 276 146 1817 1729 1657 130 150 337 322 268 113 1320 135 155 258 821 499
internal_count=2941 444 360 285 2497 598 1899 276 146 1817 1729 1657 130 150 337 322 268 113 1320 135 155 258 821 499
is_linear=0
shrinkage=0.00401011


Tree=16
num_leaves=15
num_cat=0
split_feature=4 3 2 376 11 3 2 2 4 148 12 11 2 3
split_gain=6620.32 2819.61 1428.76 1155.71 481.9 557.108 370.942 290.231 264.145 275.071 170.46 159.023 134.602 129.393
threshold=0.27998000000000006 0.28833000000000003 0.14561000000000004 0.048375000000000008 1.0000000180025095e-35 -0.12077499999999998 0.14019000000000004 0.086365000000000011 -0.081204999999999986 -0.064274999999999985 -1.0000000180025095e-35 0.085630000000000026 0.11504500000000002 0.057935000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 10 -5 13 -10 -2 -6 -12 -7
right_child=6 -3 -4 7 11 8 -8 -9 9 -11 12 -13 -14 -15
leaf_value=-0.0080705930681685117 -0.019675388982635121 -0.025800716270233674 -0.018642090112525003 -0.01687943727357849 0.015580004024119009 0.0057443200699211295 -0.0260860012024214 -0.0030296368841187184 -0.0049802024392064268 0.0036179202995441774 -0.008540810056590787 0.0073426162900083721 -0.016638938620329006 0.011308977608463139
leaf_weight=70 99 62 53 54 78 435 76 55 70 1558 76 92 72 91
leaf_count=70 99 62 53 54 78 435 76 55 70 1558 76 92 72 91
internal_value=0 0.00247362 0.00315948 0.00362114 0.00423639 0.00371001 -0.0178874 -0.00989142 0.00409287 0.00324819 -0.0153646 0.0111224 -0.0124807 0.00670711
internal_weight=0 2618 2556 2503 2394 2224 323 109 2154 1628 247 170 148 526
internal_count=2941 2618 2556 2503 2394 2224 323 109 2154 1628 247 170 148 526
is_linear=0
shrinkage=0.00424326


Tree=17
num_leaves=16
num_cat=0
split_feature=4 2 39 3 2 457 0 43 0 2 4 2 15 3 3
split_gain=3698.2 1673.95 553.903 383.652 269.994 236.882 295.814 234.643 217.99 211.256 183.447 179.167 192.031 130.188 57.6866
threshold=0.27998000000000006 0.14808000000000002 0.055555000000000007 0.15217000000000003 -0.007134999999999999 0.10284000000000001 -0.14867499999999997 -0.049999999999999996 -0.12851999999999997 0.099965000000000012 -0.35269999999999996 0.11504500000000002 -0.42075999999999997 -0.010434999999999998 0.084670000000000009
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 14 13 -8 -6 -10 -9 -13 -2 -1
right_child=7 -3 4 -5 9 -7 8 11 10 -11 -12 12 -14 -15 -16
leaf_value=0.011892240474625296 -0.014431626504697139 -0.019630555907737417 -0.012582981897508142 -0.0084951823833361272 0.0046958518201188374 -0.0058524131458695802 -0.0051983566706162035 -0.0058055062621733232 0.0075761653195239604 -0.0060161902121653697 0.0029099204047891222 -0.0084447564684622025 -0.019925986613277321 -0.023168804024575263 0.0064512560981586252
leaf_weight=80 76 66 56 53 61 52 58 83 172 79 1874 54 55 55 67
leaf_count=80 76 66 56 53 61 52 58 83 172 79 1874 54 55 55 67
internal_value=0 0.00186961 0.00242567 0.00300672 -0.00455857 0.00327144 0.00348223 -0.013638 0.00306786 -0.00134847 0.00330222 -0.0105932 -0.0142385 -0.0181003 0.00941265
internal_weight=0 2618 2552 2356 196 2303 2251 323 2104 140 2046 192 109 131 147
internal_count=2941 2618 2552 2356 196 2303 2251 323 2104 140 2046 192 109 131 147
is_linear=0
shrinkage=0.00432403


Tree=18
num_leaves=28
num_cat=0
split_feature=1 2 1 4 457 124 51 14 2 0 52 3 4 1 1 16 43 0 51 160 51 4 3 15 43 0 43
split_gain=4158.47 1001.1 747.059 678.786 591.694 434 366.312 324.667 286.234 224.102 211.342 200.485 163.355 162.749 148.331 143.395 133.669 76.8888 90.2632 78.5472 69.5856 69.1011 64.3474 63.0818 34.2806 19.7608 15.9148
threshold=0.11374000000000002 0.16993500000000003 0.090795000000000015 -0.032169999999999997 0.048350000000000011 -0.079729999999999981 -0.22288499999999997 0.064610000000000015 0.10633000000000002 0.056895000000000008 -0.091329999999999981 0.30863500000000005 0.018150000000000003 0.10529500000000001 0.12288500000000001 -0.43279999999999996 -0.049999999999999996 -0.081224999999999978 0.083615000000000009 -0.079594999999999985 -0.093449999999999991 -0.095479999999999982 -0.088734999999999994 -0.060199999999999997 -0.0030799999999999998 -0.082914999999999975 -0.070414999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 -2 5 -4 -5 9 13 12 -10 14 17 22 -8 -14 -16 18 20 -19 -1 -21 -7 26 -20 -24 -17
right_child=1 -3 4 6 -6 8 11 -9 10 -11 -12 -13 15 -15 16 23 -18 19 24 21 -22 -23 25 -25 -26 -27 -28
leaf_value=0.0099747970412094912 0.0040974863707228014 -0.029132010468120553 -0.011723799233442427 -0.0014491263235011027 -0.01188802667446115 -0.0019895182754540389 -0.0076925882479164168 0.012328027352486707 0.0016260695163501202 -0.0046082261936131429 -0.010532836485948287 -0.020841233933866721 0.0051629565903774256 0.010611366598934394 -0.019558135390060866 0.0013569661716707287 -0.010091210878289994 -0.00096366570777132109 0.003560165843743857 0.008251973431077109 0.0051046354237031027 0.002948608671004346 0.00507175780043211 -0.0058849939570317072 -0.0012184200489729696 0.0022895221434045916 -0.0017414523839407222
leaf_weight=62 59 60 55 52 98 58 87 82 54 67 58 68 86 53 65 68 53 88 63 55 777 382 76 52 55 146 62
leaf_count=62 59 60 55 52 98 58 87 82 54 67 58 68 86 53 65 68 53 88 63 55 777 382 76 52 55 146 62
internal_value=0 -0.0123295 0.00236115 -0.00970395 -0.00195009 -2.15423e-06 -0.0122096 0.00371879 0.00144648 0.00333023 -0.00467009 -0.014259 0.00363419 0.00350385 -0.0120754 0.00045616 -0.0153064 0.00420886 0.00495513 0.00284843 0.00546458 0.00361619 0.00215833 -0.00176767 0.00133246 0.00324221 -0.000120378
internal_weight=0 444 2497 384 598 500 325 1899 445 1817 112 273 1750 333 205 268 118 1482 957 525 839 437 280 182 118 222 130
internal_count=2941 444 2497 384 598 500 325 1899 445 1817 112 273 1750 333 205 268 118 1482 957 525 839 437 280 182 118 222 130
is_linear=0
shrinkage=0.0044231


Tree=19
num_leaves=28
num_cat=0
split_feature=1 3 1 10 15 150 484 0 4 4 3 1 3 15 0 3 3 4 158 3 4 1 52 0 48 50 133
split_gain=4424.6 925.547 780.976 743.301 595.243 530.29 470.693 249.774 231.858 349.251 145.376 267.657 120.628 114.437 102.412 97.6147 129.175 82.5694 68.5273 66.2836 61.7906 57.0871 56.4264 41.3014 36.3014 20.5452 15.0912
threshold=0.11374000000000002 0.30863500000000005 0.090795000000000015 -1.0000000180025095e-35 -0.12776499999999999 0.083295000000000022 0.057010000000000005 -0.077614999999999976 -0.47860499999999995 -0.10701499999999999 -0.12711499999999995 0.10075500000000003 -0.14088999999999999 -0.069034999999999985 -0.10028499999999999 0.085880000000000012 -0.029394999999999998 0.0063750000000000013 0.078875000000000015 -0.064349999999999991 0.0047050000000000008 0.13443000000000002 -0.012769999999999998 -0.055729999999999995 0.085130000000000025 0.087155000000000024 0.099765000000000006
decision_type=2 2 2 2 2 2 2 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 21 6 10 12 -9 -10 -4 19 -1 -6 -7 16 17 24 -19 25 23 -5 -13 26 -14 -12 -11
right_child=1 -3 5 4 13 14 -8 8 9 20 11 22 15 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.010090832189457527 -0.023483185448974139 -0.024277067807084291 0.0071445137135776925 -0.010680067129883146 0.0049381201235744829 -0.013100572727417501 -0.012009098136703604 0.0086029908875024062 -0.010818094532666508 0.0043452700870441558 0.0001918787948859791 -0.0078458065411438956 0.0050309613597970867 -0.0030762164674394505 -0.0054661414708117887 -0.0014223972535606037 0.0099779635816634963 -0.00086442367169825422 0.0051951755139159964 0.0080459782053452084 -0.0016351636587864796 -0.016544133461037752 -0.0019463936081744024 -0.001025083082668854 0.0025387313409633177 0.0035764036223601965 0.001940890026818996
leaf_weight=76 58 101 81 83 53 73 53 67 52 121 56 52 929 97 63 53 82 100 56 52 97 52 78 52 128 90 86
leaf_count=76 58 101 81 83 53 73 53 67 52 121 56 52 929 97 63 53 82 100 56 52 97 52 78 52 128 90 86
internal_value=0 -0.0126071 0.00241903 -0.00917065 -0.00625775 -0.00195196 0.000288821 0.0037955 0.00104125 -0.000200397 0.00188255 0.000582963 0.00471419 -0.000244172 -0.00956438 0.00441102 0.0046498 0.00428958 0.00131052 0.00379347 0.00135037 -0.0129392 -0.00430652 0.00246869 0.0047292 0.00227855 0.00334658
internal_weight=0 444 2497 343 285 598 462 1899 475 408 409 328 1424 150 136 1348 1295 1213 156 198 356 135 130 259 1057 146 207
internal_count=2941 444 2497 343 285 598 462 1899 475 408 409 328 1424 150 136 1348 1295 1213 156 198 356 135 130 259 1057 146 207
is_linear=0
shrinkage=0.00438596


Tree=20
num_leaves=30
num_cat=0
split_feature=1 3 2 2 2 2 2 1 12 11 52 12 2 12 3 12 15 3 13 3 1 3 52 12 2 3 52 15 1
split_gain=12170.3 2481.42 1472.59 816.928 732.777 607.135 657.604 574.546 494.606 471.645 465.366 331.398 216.272 190.918 183.667 144.653 128.431 127.552 198.715 110.629 109.459 99.7649 85.1497 52.5351 50.2406 21.5216 14.7601 13.8213 6.56995
threshold=0.10398500000000001 -0.06656999999999999 0.16993500000000003 0.099845000000000003 0.11504500000000002 -1.0000000180025095e-35 0.10605000000000002 0.089625000000000024 0.08708500000000001 0.074925000000000005 0.098580000000000015 -0.032329999999999991 0.12068000000000001 0.099170000000000022 -0.115685 0.088185000000000013 -0.040769999999999994 0.085880000000000012 -0.063549999999999982 0.088880000000000015 0.077020000000000019 -0.011259999999999997 0.042815000000000006 0.093910000000000007 0.091525000000000009 -0.078384999999999996 -0.0019149999999999998 -0.088349999999999998 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 2 2 2 2
left_child=3 4 5 7 13 -3 -7 9 -9 14 17 -5 16 -2 -1 19 22 -8 -19 21 -18 -16 -13 28 26 -25 -17 -26 -10
right_child=1 2 -4 11 -6 6 10 8 23 -11 -12 12 -14 -15 15 24 20 18 -20 -21 -22 -23 -24 25 27 -27 -28 -29 -30
leaf_value=-0.0018024387113302605 0.0054236364427190245 -0.035438025244955679 -0.050924639493829991 -0.013343716123469029 -0.021567861322334441 -0.0049566450690970536 -0.034391924604583346 -0.0099675040418040657 0.0083824998867225893 0.020617732552012553 -0.010430622049596543 -0.0035741051390801035 -0.0078645703713788664 -0.0071315250574296874 0.0096949430797332609 0.004925258726243195 0.0029721112290913118 -0.032712780595389825 -0.018586725408657877 0.0027091126124521429 0.012776179769871934 0.016542405544363752 0.0047145038116053299 -0.0003345046103508384 0.0066896260558691059 0.0043215319841380401 0.0080955015654287765 0.0035338738999205008 0.0058505296837221841
leaf_weight=55 102 95 67 56 58 69 64 91 73 92 57 102 69 55 699 52 95 53 66 61 52 69 57 52 53 67 263 181 52
leaf_count=55 102 95 67 56 58 69 64 91 73 92 57 102 69 55 699 52 95 53 66 61 52 69 57 52 53 67 263 181 52
internal_value=0 -0.0203602 -0.0273398 0.00571942 -0.00506958 -0.0234283 -0.0197358 0.00728076 0.000839569 0.00869567 -0.0239846 -0.00101848 0.000821932 0.00102496 0.00793023 0.00831873 0.00278084 -0.028206 -0.0248787 0.00975098 0.00644061 0.0103102 -0.000602352 0.00487031 0.00615589 0.00228647 0.00757234 0.00424889 0.00732966
internal_weight=0 686 471 2291 215 404 309 1860 335 1525 240 431 375 157 1433 1378 306 183 119 829 147 768 159 244 549 119 315 234 125
internal_count=2977 686 471 2291 215 404 309 1860 335 1525 240 431 375 157 1433 1378 306 183 119 829 147 768 159 244 549 119 315 234 125
is_linear=0
shrinkage=0.00543169


Tree=21
num_leaves=30
num_cat=0
split_feature=1 2 12 2 4 2 2 11 12 2 2 2 2 1 4 1 3 0 49 1 1 3 0 0 2 1429 133 1 0
split_gain=35533.2 5851.86 4462.48 2151.19 1816.33 1216.72 996.343 871.596 832.276 567.275 558.198 552.351 444.943 403.906 392.143 333.192 272.31 237.328 220.128 180.027 134.668 93.3687 67.0596 63.9854 58.026 46.5429 43.4551 34.1711 3.20833
threshold=0.10471000000000001 0.14253500000000002 0.085075000000000026 0.099845000000000003 0.27020000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.032329999999999991 0.12750000000000003 0.16993500000000003 0.10859000000000001 0.089795000000000014 0.083670000000000008 0.00059000000000000014 0.085410000000000014 0.040040000000000006 -0.09466999999999999 0.011845000000000001 0.118385 0.077020000000000019 -0.016294999999999994 -0.14797999999999997 -0.057749999999999989 0.091525000000000009 0.084815000000000015 0.031880000000000012 0.096160000000000009 -0.081994999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 19 -1 -2 12 -5 14 -3 -8 15 24 20 21 -13 -17 -16 -4 23 25 -18 -10 28 -7 -26 -19 -14
right_child=1 10 4 8 -6 7 11 -9 9 -11 -12 16 13 -15 18 17 22 27 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30
leaf_value=0.14353877885207558 0.10887479931658557 0.10815447771639562 0.1549808136264256 0.13447104565774332 0.12363826867396394 0.16170313859414448 0.13530316783863883 0.17200727587291192 0.15722756859981007 0.13852237857240893 0.091659707678656166 0.1146484100134005 0.1587922026457253 0.14494224384857421 0.1417459091296733 0.14919020052576315 0.12176177556318926 0.15904668139131764 0.15197239473070634 0.14554041789349917 0.16248264310100971 0.16683668229628043 0.12833433538351557 0.15128340723602834 0.15432514807303144 0.15765510537731292 0.15746179438678443 0.1555739364636321 0.16038504382400295
leaf_weight=82 95 65 98 58 52 705 60 91 75 52 73 70 55 53 56 53 52 300 96 52 55 58 53 52 138 52 166 58 52
leaf_count=82 95 65 98 58 52 705 60 91 75 52 73 70 55 53 56 53 52 300 96 52 55 58 53 52 138 52 166 58 52
internal_value=0 0.123175 0.129334 0.157026 0.144483 0.158956 0.120061 0.159665 0.148931 0.151103 0.0994293 0.124583 0.159001 0.155585 0.153062 0.160294 0.120907 0.157286 0.148205 0.151708 0.157118 0.16181 0.12508 0.154794 0.156957 0.161425 0.156038 0.158484 0.159567
internal_weight=0 670 532 2307 202 1863 330 1781 444 386 138 235 1690 464 334 1226 175 411 152 150 182 815 105 127 411 757 304 358 107
internal_count=2977 670 532 2307 202 1863 330 1781 444 386 138 235 1690 464 334 1226 175 411 152 150 182 815 105 127 411 757 304 358 107
is_linear=0
shrinkage=0.00409193


Tree=22
num_leaves=19
num_cat=0
split_feature=4 2 39 13 2 2 13 4 2 52 4 2 43 15 2 2 15 13
split_gain=7101.25 2836.99 1067.76 575.338 430.84 398.194 360.253 326.21 318.69 186.815 175.171 174.852 169.044 154.425 108.352 102.18 66.8831 47.2462
threshold=0.31392000000000003 0.14132000000000003 0.08252000000000001 -0.16392499999999996 -1.0000000180025095e-35 0.153865 -0.13871999999999998 0.008570000000000003 0.096080000000000013 0.037045000000000002 -0.34140499999999996 0.089945000000000011 -0.00017499999999999997 -0.43091499999999999 0.10745500000000001 0.090020000000000017 -0.10566999999999999 0.095470000000000013
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 12 -5 10 -6 15 17 -12 14 -14 -2 -9 -11 -8
right_child=5 -3 4 6 8 -7 7 9 -10 16 11 -13 13 -15 -16 -17 -18 -19
leaf_value=0.017901399207349046 0.00070043365099415667 0.0053232797165172737 0.0087649322560814803 0.04106100075139487 0.031494494515621155 -0.0029294533690442793 0.036431159139012285 0.027590358852034133 0.017749699209638869 0.034035446439331957 0.031107450773656828 0.028025399569940476 0.016586674862382668 0.0081183223278248704 0.0092623447515938727 0.02167887832227839 0.027893664699999068 0.031489085901107244
leaf_weight=72 52 96 53 55 52 60 114 86 77 52 1242 466 75 84 57 144 88 52
leaf_count=72 52 96 53 55 52 60 114 86 77 52 1242 466 75 84 57 144 88 52
internal_value=0 0.0282117 0.0290723 0.0298408 0.0190608 0.00705683 0.0302147 0.0299488 0.0232906 0.026268 0.0306756 0.0302666 0.00929274 0.0121131 0.00517818 0.0238895 0.0301752 0.0348833
internal_weight=0 2649 2553 2371 182 328 2299 2244 129 370 1874 1708 268 159 109 230 140 166
internal_count=2977 2649 2553 2371 182 328 2299 2244 129 370 1874 1708 268 159 109 230 140 166
is_linear=0
shrinkage=0.00428871


Tree=23
num_leaves=29
num_cat=0
split_feature=1 1 12 2 14 2 2 12 16 52 3 0 1 2 12 16 16 1 16 1 16 2 1 16 43 43 16 2
split_gain=27910.5 4538.23 2981.4 1503.35 1103.22 1083.58 1065.59 583.185 560.249 463.61 583.596 422.364 513.25 375.02 292.529 242.472 203.029 324.539 172.371 130.72 101.765 87.3248 65.7086 56.428 38.3783 36.2583 73.6414 26.6763
threshold=0.10404000000000001 0.13257000000000002 0.085075000000000026 0.099845000000000003 0.073890000000000011 0.16993500000000003 -1.0000000180025095e-35 -0.032329999999999991 -0.33811499999999994 -0.27957499999999996 -0.095789999999999986 -0.11825999999999999 0.085410000000000014 0.12750000000000003 0.091345000000000023 0.026395000000000005 -0.071704999999999991 0.11406500000000001 -0.25397999999999993 0.077020000000000019 -0.072904999999999984 0.091290000000000024 0.08776500000000001 0.0011450000000000004 -0.087844999999999993 -0.076949999999999977 -0.057034999999999995 0.092935000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 6 8 -1 -5 -3 -4 -11 12 -8 18 21 16 17 -2 -9 25 27 22 -13 -23 -22 -20 -27 -16
right_child=1 5 9 7 -6 -7 11 13 -10 10 -12 14 -14 -15 20 -17 -18 -19 19 -21 24 23 -24 -25 -26 26 -28 -29
leaf_value=0.13442621836688021 0.12424783587094428 0.10236667378180148 0.14882501902393827 0.12940790298980301 0.16409451089066537 0.090337965371094231 0.15089508126850262 0.13847442975333132 0.11682321860868618 0.12442592844874295 0.14183022023478653 0.15231108089109838 0.13422094746169178 0.13327757451530631 0.15034336704191459 0.12565108679544587 0.10924732918601704 0.11273040555931435 0.1468903788083073 0.15146172601672084 0.14300616579186304 0.14585142596310588 0.14938416975659305 0.15125700486033858 0.146781406584402 0.14689622326738735 0.14076753077435583 0.14703482676544519
leaf_weight=76 76 83 54 56 83 62 59 56 90 52 77 833 60 52 181 52 54 82 79 60 58 69 147 58 186 56 74 52
leaf_count=76 76 83 54 56 83 62 59 56 90 52 77 833 60 52 181 52 54 82 79 60 58 69 147 58 186 56 74 52
internal_value=0 0.119002 0.126505 0.148229 0.149795 0.10473 0.149127 0.141495 0.109888 0.138949 0.134815 0.149784 0.142488 0.14329 0.150332 0.117879 0.115973 0.118271 0.144892 0.146227 0.147702 0.151465 0.151872 0.14832 0.145884 0.144724 0.143408 0.149605
internal_weight=0 682 447 2295 1862 235 1779 433 173 183 129 1703 119 377 1584 264 212 158 325 269 477 1107 980 127 244 209 130 233
internal_count=2977 682 447 2295 1862 235 1779 433 173 183 129 1703 119 377 1584 264 212 158 325 269 477 1107 980 127 244 209 130 233
is_linear=0
shrinkage=0.00401128


Tree=24
num_leaves=20
num_cat=0
split_feature=2 30 2 2 2 150 123 14 16 52 16 47 52 2 150 52 2 16 2
split_gain=8499.03 3605.15 1584.31 1271.14 1433.44 702.976 437.648 430.949 373.788 942.211 235.551 195.668 176.929 147.508 153.024 140.824 94.3172 38.465 25.6709
threshold=0.12026500000000001 0.083930000000000018 0.16993500000000003 0.10052500000000002 -0.10238999999999998 1.0000000180025095e-35 0.090655000000000013 0.073890000000000011 0.16094000000000003 0.0035300000000000006 0.12992000000000004 0.11518500000000002 1.0000000180025095e-35 0.090020000000000017 0.083810000000000009 -0.036309999999999988 0.076510000000000009 -0.067654999999999979 0.10836000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 8 10 11 9 15 12 13 -2 16 -15 -5 -6 -11 -10
right_child=2 -3 -4 5 7 -7 -8 -9 18 17 -12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.032003080327964818 0.025232184373866311 0.018379985691448632 0.0057043681639502479 0.026192000765122722 0.050521485836250428 0.029916898778289167 0.017558069949839602 0.061903269429242257 0.052776989393735069 0.051446872447222909 0.040365844058438974 0.044262307259475331 0.03512504622512129 0.050073889552920886 0.041795013724931801 0.03636290858367356 0.053053914256927376 0.046479912236805407 0.048949347588184228
leaf_weight=83 92 83 78 52 489 79 54 80 63 85 55 86 65 421 53 64 850 54 91
leaf_count=83 92 83 78 52 489 79 54 80 63 85 55 86 65 421 53 64 850 54 91
internal_value=0 0.0481402 0.0238892 0.0491089 0.050685 0.0424491 0.0292214 0.0514685 0.0448697 0.0414598 0.032192 0.0510289 0.0293283 0.0513498 0.0491483 0.031804 0.0521291 0.0495176 0.0505155
internal_weight=0 2633 344 2550 2062 488 266 1979 409 255 212 1899 157 1813 474 116 1339 139 154
internal_count=2977 2633 344 2550 2062 488 266 1979 409 255 212 1899 157 1813 474 116 1339 139 154
is_linear=0
shrinkage=0.00458834


Tree=25
num_leaves=30
num_cat=0
split_feature=4 12 2 2 43 2 15 2 14 4 2 12 11 4 15 15 2 43 15 12 42 2 4 15 475 42 43 12 403
split_gain=7351.34 2314.52 1174.69 634.788 622.793 560.453 430.952 421.61 327.035 272.183 377.413 248.747 384.257 102.938 96.9473 81.8224 64.1845 130.475 43.0951 39.2867 33.4881 32.394 29.067 27.2048 25.3627 19.6904 18.8717 18.5338 15.3271
threshold=0.31392000000000003 0.056995000000000011 0.10859000000000001 0.13270000000000001 -0.049364999999999992 0.153865 -0.016999999999999998 -0.007134999999999999 -0.41992499999999994 -0.17568999999999999 0.087635000000000005 0.093125000000000013 1.0000000180025095e-35 -0.0086549999999999978 -0.076929999999999985 -0.22805999999999996 0.088735000000000022 -0.0030799999999999998 -0.52850999999999992 0.089350000000000013 0.086635000000000004 0.090215000000000004 0.0033150000000000007 0.09414500000000002 -0.080654999999999991 0.086245000000000002 0.15834000000000004 0.099260000000000015 -0.080124999999999988
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 22 -1 -2 -6 -11 12 16 14 -13 18 19 24 -10 25 21 -16 -4 -22 -18 -3 27 -15 -21
right_child=5 3 6 -5 9 -7 -8 -9 15 10 -12 13 -14 26 20 -17 17 -19 -20 28 23 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.025452440486109326 0.035979579023082901 0.053513004085384577 0.030898666577536021 0.033292694129716444 0.058678913000632396 0.0086116524033097146 0.016036597181037875 0.042730073677669768 0.02332934044465812 0.053654283780268153 0.039029743379042733 0.056366441048620312 0.062818377460950911 0.046751318370821568 0.053266632931359623 0.02666097752079051 0.054499812427356714 0.043840597262129695 0.017297302352808321 0.048021139913988396 0.04455615303868346 0.04916714367775353 0.036151660384947264 0.048816277846551695 0.050646780263253324 0.051734500408561951 0.0482125651746231 0.043415582338958182 0.051214662340123472
leaf_weight=60 63 471 55 52 55 57 54 88 58 84 95 54 83 84 74 85 54 73 62 52 52 145 52 143 224 240 68 86 148
leaf_count=60 63 471 55 52 55 57 54 88 58 84 95 54 83 84 74 85 54 73 62 52 52 145 52 143 224 240 68 86 148
internal_value=0 0.048246 0.0389967 0.0506342 0.0437951 0.0229216 0.0276112 0.035726 0.0259649 0.0488984 0.045893 0.0510738 0.0523422 0.0486573 0.050027 0.022887 0.0516532 0.0498243 0.0202132 0.0523578 0.0491999 0.0505526 0.033452 0.0476805 0.0513954 0.0529127 0.0459639 0.0450641 0.0503846
internal_weight=0 2646 543 2103 382 325 161 148 268 234 179 2051 1345 706 468 205 1262 351 120 911 414 219 107 195 278 711 238 170 200
internal_count=2971 2646 543 2103 382 325 161 148 268 234 179 2051 1345 706 468 205 1262 351 120 911 414 219 107 195 278 711 238 170 200
is_linear=0
shrinkage=0.005025


Tree=26
num_leaves=29
num_cat=0
split_feature=1 1 1 150 123 16 14 1 484 14 13 15 151 1 52 52 15 16 13 42 13 1456 13 16 15 16 13 52
split_gain=5647.5 1236.89 744.878 551.247 526.093 409.916 290.229 251.023 240.197 231.42 211.987 112.855 103.223 101.193 167.302 75.2865 75.1917 138.736 70.7894 64.6064 50.3264 39.7844 39.2181 32.7008 23.3368 21.3611 18.9744 18.5093
threshold=0.10749500000000002 0.14860500000000001 0.089625000000000024 0.075065000000000007 0.089155000000000012 0.062500000000000014 -1.0000000180025095e-35 0.12000500000000001 1.0000000180025095e-35 0.064610000000000015 -0.011514999999999999 -0.15973499999999999 -0.080494999999999997 0.083250000000000005 -0.025259999999999994 0.11330000000000001 0.087450000000000014 0.27192500000000003 -0.010834999999999999 0.089975000000000013 -1.0000000180025095e-35 0.078920000000000018 -0.085064999999999988 0.51041000000000014 1.0000000180025095e-35 -0.073309999999999986 -0.0065549999999999992 0.4107300000000001
decision_type=2 2 2 2 2 2 2 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 9 8 5 6 -2 10 16 11 -8 -1 -5 15 -15 19 17 20 27 21 -4 -13 -9 -7 -21 -18 -16 -17
right_child=1 -3 3 12 -6 23 7 22 -10 -11 -12 13 -14 14 26 18 25 -19 -20 24 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.042719805247076061 0.031365366458476783 0.0042547429425080678 0.028020351283039081 0.019890672686891785 0.013149535805704991 0.030013515173977053 0.029452412465680495 0.012898654676856905 0.024890529102181407 0.044306044597814426 0.018766200476230187 0.037522968502002742 0.027834423513605967 0.027584490463154667 0.037220708874115431 0.034971437471343111 0.03874914485799525 0.038414526893617545 0.030992648488718411 0.03426251067064482 0.033444450326663433 0.040275297233363067 0.018151675600052694 0.034884809879817597 0.036759596235282535 0.035616861376962503 0.03396877013138018 0.037922895483769307
leaf_weight=57 57 77 71 73 85 52 73 55 52 79 68 870 54 61 101 99 76 62 71 146 60 113 53 53 140 92 52 69
leaf_count=57 57 77 71 73 85 52 73 55 52 79 68 870 54 61 101 99 76 62 71 146 60 113 53 53 140 92 52 69
internal_value=0 0.0204899 0.0357037 0.0312022 0.0230102 0.0250494 0.022502 0.0204728 0.0336417 0.0370119 0.0242991 0.036688 0.0232687 0.0364883 0.0336842 0.0368862 0.0349022 0.0330461 0.0346419 0.0373088 0.030505 0.0378394 0.015477 0.0324728 0.035485 0.0370341 0.0361158 0.0361839
internal_weight=0 573 2398 540 496 411 306 249 413 1858 141 1779 127 1722 214 1508 361 193 239 1269 131 983 108 105 286 168 153 168
internal_count=2971 573 2398 540 496 411 306 249 413 1858 141 1779 127 1722 214 1508 361 193 239 1269 131 983 108 105 286 168 153 168
is_linear=0
shrinkage=0.00435364


Tree=27
num_leaves=23
num_cat=0
split_feature=1 2 4 124 12 2 0 14 2 3 1 2 0 0 4 12 1 3 12 4 1 0
split_gain=9411.76 1811.02 1272.58 1098.82 809.164 640.301 438.351 333.236 319.561 319.556 313.589 244.519 206.026 161.672 121.315 105.065 101.487 70.2416 66.7834 44.3862 43.0881 42.5388
threshold=0.10749500000000002 0.14253500000000002 0.27420500000000009 -0.082389999999999977 0.085075000000000026 0.10052500000000002 -0.13165999999999997 0.073890000000000011 0.16993500000000003 -0.12077499999999998 0.13042000000000001 0.13226500000000005 -0.22745499999999999 -0.11825999999999999 -0.42305999999999994 0.086730000000000015 0.11744000000000002 -0.084794999999999995 0.095815000000000011 0.043640000000000005 0.087480000000000016 -0.11073999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 13 7 -7 9 -3 -5 21 14 -11 -2 -8 20 -6 -16 -19 -17 -14 -4
right_child=1 8 10 5 16 6 11 -9 -10 12 -12 -13 15 -15 17 19 -18 18 -20 -21 -22 -23
leaf_value=0.021102486593871792 0.012546190502112512 0.0082629677365797585 0.013549110057951825 0.028495208928385682 0.039057666412249357 0.019453239146326119 0.039484040275836074 0.046159153955115002 -0.0059135599269944756 0.028737741170235566 0.0052844535678602984 0.024066706190580302 0.039479604403435203 0.022820685371180639 0.028630843642868435 0.036977703094820909 0.030821316109506752 0.037170510331398628 0.032109306425793661 0.033554591901500841 0.035848223564007242 0.019094694127850087
leaf_weight=101 52 58 53 86 57 54 72 80 69 54 92 53 537 73 58 932 62 87 128 82 74 57
leaf_count=101 52 58 53 86 57 54 72 80 69 54 92 53 537 73 58 932 62 87 128 82 74 57
internal_value=0 0.0153921 0.0196154 0.0354747 0.0264576 0.0361067 0.0313573 0.0372702 0.000560386 0.0368672 0.0113503 0.0329723 0.037296 0.0185469 0.0343403 0.0375804 0.0347669 0.0329836 0.0341576 0.0367009 0.0390399 0.0164232
internal_weight=0 573 446 2398 244 2297 452 1845 127 1765 202 398 1679 125 345 1625 119 273 215 1014 611 110
internal_count=2971 573 446 2398 244 2297 452 1845 127 1765 202 398 1679 125 345 1625 119 273 215 1014 611 110
is_linear=0
shrinkage=0.00445176


Tree=28
num_leaves=33
num_cat=0
split_feature=1 4 2 1 150 2 1 4 2 2 14 1 13 4 2 52 2 4 16 49 49 52 1 1456 50 401 2 49 4 16 4 16
split_gain=19583.1 3038.92 1945.46 1857.22 1452.11 1015.2 902.382 622.187 520.934 462.532 384.441 365.903 271.652 270.453 920.915 166.388 160.918 85.5322 77.8336 72.2646 66.6411 65.3805 63.0087 49.0467 44.13 43.1129 42.8223 34.5205 29.4737 27.4768 27.3453 17.3117
threshold=0.10749500000000002 0.27420500000000009 0.10803500000000001 0.089625000000000024 0.075065000000000007 0.095785000000000023 0.13042000000000001 -0.033649999999999992 0.13226500000000005 0.090695000000000012 0.064610000000000015 0.14860500000000001 -0.019539999999999998 -0.17006499999999999 0.089795000000000014 -0.013125 0.087605000000000002 -0.007069999999999999 -0.40430999999999989 0.086855000000000016 0.083250000000000005 -0.06717999999999999 0.11706000000000001 0.075285000000000005 0.08956500000000002 0.079655000000000017 0.13018000000000005 -0.008794999999999999 0.053330000000000009 -0.062279999999999995 0.043640000000000005 -0.072904999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 5 13 10 22 -4 17 -6 16 26 -2 -5 15 -15 20 19 -19 29 21 -1 -3 25 -17 30 -8 -23 -20 -7 -18 -26
right_child=1 6 7 4 9 8 11 -9 -10 -11 -12 -13 -14 14 -16 24 23 18 28 -21 -22 27 -24 -25 31 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.033239510901911982 0.030208599842555639 0.0061667185269727214 0.013897425045729972 0.037008820493197384 0.021708626102549422 0.033360239048408839 -0.0057389767654856356 -0.0051517149586132209 0.016128757578698784 0.0049277979452565113 0.046327377360617601 -0.022573200305055004 0.018531400509086388 0.024197582816488847 0.012335469742224716 0.030458945870537317 0.033751812094688818 0.033341045429810784 0.029086890483418892 0.037142386147958346 0.040943910126431157 0.034348037134032894 -0.0001394563973863179 0.038107568224662637 0.035709487504506407 0.037498885216969667 -0.011276950886570668 0.037742493742888412 0.025276271269615874 0.0296271452641442 0.030458573825866451 0.03245472726826848
leaf_weight=85 81 56 53 73 57 65 55 86 53 70 72 52 72 54 61 94 411 52 77 52 85 65 66 56 78 54 52 506 79 91 55 53
leaf_count=85 81 56 53 73 57 65 55 86 53 70 72 52 72 54 61 94 411 52 77 52 85 65 66 56 78 54 52 506 79 91 55 53
internal_value=0 0.0040748 0.0139545 0.0325319 0.0253926 0.0346067 -0.00619151 0.00211129 0.0290432 0.0124597 0.0364853 -0.0130563 0.0247138 0.0293695 0.0277291 0.0310946 0.0359472 0.0306884 0.0287036 0.032673 0.0372956 0.0368228 0.0027548 0.0342124 0.0327497 0.0337928 -0.00843077 0.0373562 0.0271575 0.0311829 0.0333632 0.034393
internal_weight=0 573 292 2398 540 1858 281 139 469 127 1389 159 153 413 340 279 1317 416 208 208 741 656 122 576 225 520 107 571 156 156 466 131
internal_count=2971 573 292 2398 540 1858 281 139 469 127 1389 159 153 413 340 279 1317 416 208 208 741 656 122 576 225 520 107 571 156 156 466 131
is_linear=0
shrinkage=0.00437319


Tree=29
num_leaves=29
num_cat=0
split_feature=4 2 12 4 0 2 4 2 3 0 12 11 2 3 2 14 0 3 2 15 2 0 42 2 0 0 12 15
split_gain=6039.43 1942.8 1275.98 790.665 695.95 857.911 403.342 397.285 292.097 226.144 217.447 180.165 160.282 150.293 132.526 111.67 120.058 88.0369 75.2849 63.9501 52.0667 39.6944 36.6639 26.1688 21.5002 18.5191 14.2878 12.8702
threshold=0.27998000000000006 0.14808000000000002 0.056995000000000011 -0.17568999999999999 -0.047019999999999999 0.092250000000000013 0.032770000000000001 0.153865 -0.14186499999999996 -0.087984999999999994 0.093985000000000013 0.078065000000000009 0.10556500000000001 0.084670000000000009 0.086275000000000004 -0.41608999999999996 -0.18240499999999996 -0.097574999999999981 0.10179000000000001 -0.43091499999999999 0.087710000000000024 -0.071524999999999991 -0.079234999999999986 0.10556500000000001 -0.090164999999999981 -0.084114999999999981 0.10888000000000002 0.025430000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 12 11 14 13 17 15 -7 -5 -4 -2 -17 -10 22 -18 25 -20 -12 -16 -22 -19 -24 -23
right_child=7 -3 8 4 -6 6 -8 -9 10 -11 18 -13 -14 -15 23 16 19 20 21 -21 24 27 26 -25 -26 -27 -28 -29
leaf_value=0.047106664740512283 0.020083544135360207 0.0072690762950621945 0.05850391988383051 0.053410908968328528 0.0071941439841760541 0.022504806313624209 0.03320982248885352 -0.0032416713836594087 0.036239771694978502 0.030456816107229182 0.04356544757479916 0.024942671559597014 0.0077900743587610887 0.039244847993686105 0.049441712520092801 0.017531108981912177 0.010391645431004463 0.045314774831915601 0.030915998227366123 0.0011977152695069166 0.039500783514211261 0.035591123219015225 0.039832588516211062 0.043515437706976037 0.042675532945496975 0.043376126269978901 0.036541388832341912 0.039597226618168758
leaf_weight=100 52 69 52 54 54 52 72 57 65 52 94 52 61 60 60 52 64 480 53 52 106 73 254 54 351 310 63 53
leaf_count=100 52 69 52 54 54 52 72 57 65 52 94 52 61 60 60 52 64 480 53 52 106 73 254 54 351 310 63 53
internal_value=0 0.0395115 0.0403761 0.0316016 0.027773 0.0309388 0.0218199 0.0115372 0.0425188 0.041101 0.041835 0.0146345 0.014562 0.0459557 0.0503534 0.0121978 0.00975652 0.0432315 0.0387295 0.0062708 0.0435959 0.0353938 0.0401822 0.0466351 0.0419393 0.0445541 0.0391787 0.0372768
internal_weight=0 2642 2573 505 405 351 185 329 2068 166 1902 272 113 114 166 220 168 1312 590 116 1247 179 411 114 457 790 317 126
internal_count=2971 2642 2573 505 405 351 185 329 2068 166 1902 272 113 114 166 220 168 1312 590 116 1247 179 411 114 457 790 317 126
is_linear=0
shrinkage=0.00615701


Tree=30
num_leaves=23
num_cat=0
split_feature=1 3 10 0 4 14 3 3 3 1 0 12 1 0 12 4 4 0 42 3 1 4
split_gain=4356.91 924.826 428.804 303.894 282.224 268.65 267.502 307.031 266.181 207.658 186.566 129.554 106.266 145.611 116.274 103.386 89.2471 82.7128 55.385 41.5728 34.0444 12.6522
threshold=0.10398500000000001 -0.06656999999999999 -1.0000000180025095e-35 0.14054500000000003 0.27998000000000006 0.064610000000000015 0.28833000000000003 0.085880000000000012 0.093925000000000022 0.098395000000000024 -0.21196999999999996 0.091585000000000014 0.085780000000000009 -0.096444999999999989 0.079335000000000017 -0.019794999999999997 -0.012865 -0.094139999999999988 0.084145000000000011 -0.11017499999999998 0.13857500000000003 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=3 4 20 5 19 8 7 17 9 11 -9 12 14 -14 -1 -10 18 -4 -13 -2 -3 -18
right_child=1 2 6 -5 -6 -7 -8 10 15 -11 -12 16 13 -15 -16 -17 21 -19 -20 -21 -22 -23
leaf_value=0.031161382180479747 0.026573753621492814 0.003129580030722921 0.0049909529082553476 0.014475482422510261 0.012733271097398576 0.032554177187447943 0.0042681762638731345 0.012568229945979106 0.022408364472041899 0.018336611276225559 0.02406232483906242 0.026784032086956705 0.017188135029083888 0.025443200660733824 0.02644064038560473 0.013668404757105627 0.022622437757070533 0.011726356023815495 0.023549850802158361 0.021546110504850512 -0.0019314324097664578 0.020447360571493163
leaf_weight=115 52 52 61 53 74 93 90 52 53 82 59 195 52 214 917 53 105 86 222 85 52 106
leaf_count=115 52 52 61 53 74 93 90 52 53 82 59 195 52 214 917 53 105 86 222 85 52 106
internal_value=0 0.0120489 0.00847958 0.0249438 0.0196948 0.0251952 0.0108347 0.0131251 0.0248714 0.0252321 0.0186781 0.0255256 0.0263239 0.0238296 0.0269667 0.0180388 0.0238756 0.00893171 0.0250624 0.0234548 0.00059862 0.02153
internal_weight=0 663 452 2260 211 2207 348 258 2114 2008 111 1926 1298 266 1032 106 628 147 417 137 104 211
internal_count=2923 663 452 2260 211 2207 348 258 2114 2008 111 1926 1298 266 1032 106 628 147 417 137 104 211
is_linear=0
shrinkage=0.00442303


Tree=31
num_leaves=16
num_cat=0
split_feature=15 148 123 40 49 14 0 0 14 0 0 51 0 49 16
split_gain=4142.14 2240.14 1258.13 1078.21 882.893 477.719 1145 443.325 435.714 309.721 302.21 377.175 199.818 103.251 66.5556
threshold=-0.26361999999999991 -0.043434999999999994 1.0000000180025095e-35 1.0000000180025095e-35 -0.034759999999999992 0.073890000000000011 -0.12851999999999997 -0.10298499999999998 -0.41992499999999994 -0.14259999999999998 -0.07385499999999999 0.078960000000000016 -0.071879999999999986 -1.0000000180025095e-35 -0.18817999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 3 5 -2 6 9 -1 -9 13 14 -12 -4 -3 -8
right_child=1 2 12 -5 -6 -7 10 8 -10 -11 11 -13 -14 -15 -16
leaf_value=0.027547016181695989 0.0093658452519265745 0.02919618213497073 0.030689229989003333 0.018677219441851987 0.033012892221355845 0.05254191268972936 0.039159196730023965 0.02313755082086872 0.006281951394661916 0.019991540086811425 0.040466141150367917 0.029139759290508761 0.019011769085997346 0.03827215669285329 0.043323965337537254
leaf_weight=67 82 64 87 53 73 88 101 59 103 62 501 84 61 59 1379
leaf_count=67 82 64 87 53 73 88 101 59 103 62 501 84 61 59 1379
internal_value=0 0.0387558 0.03987 0.0407362 0.0205032 0.0412362 0.040794 0.0168468 0.012421 0.0290065 0.04185 0.0388399 0.0258766 0.0335501 0.0430398
internal_weight=0 2694 2539 2391 155 2338 2250 229 162 185 2065 585 148 123 1480
internal_count=2923 2694 2539 2391 155 2338 2250 229 162 185 2065 585 148 123 1480
is_linear=0
shrinkage=0.00494543


Tree=32
num_leaves=25
num_cat=0
split_feature=1 1 4 15 15 0 0 16 1 15 48 42 11 40 13 4 4 4 13 0 15 13 0 42
split_gain=3730.79 603.148 411.778 257.055 250.481 433.32 266.084 568.945 241.434 237.092 224.055 155.528 149.233 121.446 189.116 108.745 97.2491 91.6941 69.5796 49.7972 47.7952 38.3249 22.2469 18.535
threshold=0.108865 0.12419000000000001 0.31392000000000003 -0.15300999999999995 0.025430000000000005 -0.12851999999999997 -0.076914999999999997 0.08215500000000002 0.15390500000000004 -0.093074999999999977 0.093225000000000016 0.089350000000000013 1.0000000180025095e-35 -0.025204999999999995 -0.07298499999999998 -0.49269499999999994 -0.031159999999999997 0.024470000000000002 -1.0000000180025095e-35 -0.084154999999999994 0.12479500000000002 -0.089359999999999981 -0.094479999999999995 0.099300000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 -1 5 9 16 -8 13 -5 11 18 19 -3 -15 -9 -7 -18 -2 21 23 -6 -23 -21
right_child=1 8 -4 4 12 6 7 15 -10 -11 -12 -13 -14 14 -16 -17 17 -19 -20 20 -22 22 -24 -25
leaf_value=0.036456386748019036 0.012059573699533935 0.0040447912518873181 0.012926395692696102 0.02370075310675215 0.027677812609547384 0.021880067495902218 0.012192435889450437 0.031808715078598518 -0.0031316140574299193 0.0094110032103760771 0.0086921956879934936 0.025778937003662815 0.037079084047253887 0.0060030966315685963 0.018299571993998023 0.024591250714206227 0.030588836785080075 0.025937887277585413 0.02027592771127687 0.028832448429540896 0.023076528417324708 0.034460567900279231 0.030673877218389222 0.026534360266285601
leaf_weight=93 54 82 53 66 103 52 96 95 56 64 58 88 65 70 70 152 469 159 62 486 52 56 198 124
leaf_count=93 54 82 53 66 103 52 96 95 56 64 58 88 65 70 70 152 469 159 62 486 52 56 198 124
internal_value=0 0.0121089 0.0275066 0.0278382 0.0274799 0.0257634 0.0269194 0.0231204 0.00668182 0.0166662 0.0178671 0.0204754 0.0293057 0.00915753 0.0121517 0.0273674 0.0288355 0.0294114 0.0164516 0.0288097 0.02795 0.0304038 0.031509 0.0283654
internal_weight=0 540 2383 2330 2237 1153 1023 343 278 130 262 204 1084 222 140 247 680 628 116 1019 662 357 254 610
internal_count=2923 540 2383 2330 2237 1153 1023 343 278 130 262 204 1084 222 140 247 680 628 116 1019 662 357 254 610
is_linear=0
shrinkage=0.00528926


Tree=33
num_leaves=15
num_cat=0
split_feature=4 3 39 48 15 4 14 147 15 41 4 15 16 16
split_gain=2122.94 1243.27 508.122 328.867 249.632 188.491 170.426 144.55 137.21 150.582 201.087 125.453 97.696 39.8932
threshold=0.31392000000000003 0.28833000000000003 0.055555000000000007 0.093225000000000016 -0.42075999999999997 0.51292000000000015 0.073890000000000011 1.0000000180025095e-35 -0.19153499999999998 0.077915000000000012 -0.37626499999999991 -0.040769999999999994 -0.53117499999999984 -0.49353499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 11 5 -2 7 8 -1 10 -10 -4 -6 -7
right_child=4 -3 3 -5 12 13 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.028967609577872977 0.017860090338206736 -0.00054401334004456649 0.021450450850177081 0.0041068932328725116 0.0057630910850515965 0.010386100136413966 0.02857979173729696 0.014848707731782729 0.027223151305493454 0.013650540481740815 0.021454102335441965 0.011754775416091299 -0.0026227002740409262 0.004461309103409342
leaf_weight=66 64 66 90 61 80 52 92 74 162 56 1887 52 60 61
leaf_count=66 64 66 90 61 80 52 92 74 162 56 1887 52 60 61
internal_value=0 0.0207426 0.0212958 0.0137557 0.00712635 0.0110473 0.0219507 0.021679 0.0219118 0.0216905 0.0219102 0.0179003 0.0021688 0.00718823
internal_weight=0 2606 2540 203 317 177 2337 2245 2171 2105 2049 142 140 113
internal_count=2923 2606 2540 203 317 177 2337 2245 2171 2105 2049 142 140 113
is_linear=0
shrinkage=0.00496802


Tree=34
num_leaves=23
num_cat=0
split_feature=1 2 15 9 52 16 16 2 15 124 16 158 1420 1 2 1 42 16 150 13 1447 52
split_gain=1883.22 511.259 362.899 359.825 315.725 273.016 188.834 170.543 166.29 146.745 133.44 110.982 134.535 105.969 101.186 112.434 71.445 55.3995 45.3839 30.8546 20.8559 19.8891
threshold=0.10378000000000001 0.14132000000000003 -0.10763999999999999 -1.0000000180025095e-35 0.12603000000000003 0.25968500000000005 -0.014854999999999998 0.11366500000000002 -0.043134999999999993 -0.084084999999999979 -0.33811499999999994 0.081110000000000015 -0.056849999999999991 0.12000500000000001 0.089025000000000007 0.08901000000000002 0.073240000000000013 0.041025000000000006 0.10233000000000002 0.032645000000000007 -1.0000000180025095e-35 -0.52575499999999986
decision_type=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 5 6 10 9 -9 -1 13 12 -11 -5 17 19 -13 18 -14 -16 -18 -7
right_child=1 2 -4 4 -6 21 -8 8 -10 11 -12 16 14 -15 15 -17 20 -19 -20 -21 -22 -23
leaf_value=0.012124136797315964 0.0005928080931522123 0.0074326454198019587 -0.011362335123340402 0.012763181449420409 0.024112702790404179 0.021702943432479027 0.0024017462304937549 0.019632087546805885 0.008398918401580897 0.027791129777492457 0.017709047104054371 0.028324778928438085 0.021608041780231506 0.0029043309671294027 0.019668566597959104 0.012525456293984273 0.024190920535979269 0.016951128713827888 0.016750140088168726 0.016184903543552478 0.019786577742472618 0.016925139441178256
leaf_weight=62 73 74 52 77 72 52 89 86 72 67 75 83 938 56 479 89 60 95 61 90 69 52
leaf_count=62 73 74 52 77 72 52 89 86 72 67 75 83 938 56 479 89 60 95 61 90 69 52
internal_value=0 0.00957585 -0.000323551 0.0118604 0.0135993 0.0117115 0.00904888 0.019977 0.0145135 0.0203894 0.0118928 0.0206417 0.0202064 0.00861252 0.0199163 0.0182261 0.0243764 0.0209329 0.0213115 0.0191177 0.0218356 0.0193146
internal_weight=0 672 126 546 473 401 297 2251 158 2093 208 2031 1819 133 1752 658 212 1094 999 569 129 104
internal_count=2923 672 126 546 473 401 297 2251 158 2093 208 2031 1819 133 1752 658 212 1094 999 569 129 104
is_linear=0
shrinkage=0.00545233


Tree=35
num_leaves=18
num_cat=0
split_feature=2 4 2 11 0 2 2 49 15 2 52 4 0 0 4 42 0
split_gain=1517.99 795.642 269.749 262.376 306.507 324.337 317.478 132.273 230.131 122.906 96.6204 92.5823 162.84 75.4807 68.2526 57.2104 29.5088
threshold=0.13881000000000002 0.27258000000000004 0.16993500000000003 1.0000000180025095e-35 -0.12851999999999997 0.088005000000000014 -0.0050599999999999994 -0.07278999999999998 -0.096724999999999992 0.10052500000000002 0.042815000000000006 -0.4950449999999999 -0.021574999999999997 -0.058589999999999996 0.0067750000000000006 0.088805000000000009 -0.11656999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 4 5 -1 -6 -7 -9 -5 15 -8 14 -2 -13 16 -3
right_child=2 10 -4 9 6 7 11 8 -10 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=0.019464849328334165 0.00048889266172236082 0.0039539774668022228 -0.0077654272973120943 0.025062563005183398 0.0063192799786371424 0.011939018381334723 0.021539013064301116 0.0097243881269457513 -0.0053361123607201478 0.016356893634282065 0.011571976899406691 0.016425772621117864 0.0073527027264650626 0.0084315637248423385 0.013871730187047765 9.866399017383038e-05 0.0087359496953104791
leaf_weight=58 62 77 75 101 94 53 74 52 54 73 61 1551 59 63 332 61 60
leaf_count=58 62 77 75 101 94 53 74 52 54 73 61 1551 59 63 332 61 60
internal_value=0 0.0144744 -0.00010399 0.0153573 0.0149046 0.00912121 0.0154994 0.00534771 0.00205154 0.0214105 0.00594859 0.0159274 0.0157135 0.00449244 0.0159755 0.00421586 0.00604867
internal_weight=0 2760 200 2501 2327 217 2110 159 106 174 259 2016 1942 125 1883 198 137
internal_count=2960 2760 200 2501 2327 217 2110 159 106 174 259 2016 1942 125 1883 198 137
is_linear=0
shrinkage=0.00510982


Tree=36
num_leaves=28
num_cat=0
split_feature=1 1 12 10 4 3 3 40 0 4 0 0 15 14 4 52 15 0 0 4 11 51 1 12 3 12 0
split_gain=3814.55 1033.11 1084.43 266.075 278.701 194.102 286.314 225.504 178.039 235.928 229.669 137.646 124.905 119.006 113.094 123.375 63.1334 164.418 69.0201 61.1805 51.5652 39.9345 27.4316 22.0076 19.8078 9.01391 8.54283
threshold=0.12313000000000002 0.092845000000000025 0.085075000000000026 -0.014199999999999999 0.27998000000000006 -0.0048549999999999991 0.11745500000000002 -0.0020749999999999996 -0.074679999999999983 -0.49010499999999996 -0.046614999999999997 -0.099244999999999986 -0.41956999999999994 0.064610000000000015 0.032770000000000001 1.0000000180025095e-35 -0.17840999999999999 -0.11073999999999999 -0.097224999999999992 0.020110000000000006 0.08184000000000001 -0.092879999999999976 0.10257000000000001 0.09358000000000001 0.096440000000000012 0.096315000000000026 -0.065939999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 -2 -5 7 24 -3 13 -10 21 -4 -6 14 16 -16 -1 -18 -19 20 22 -11 25 -23 -7 -13 -25
right_child=3 2 11 4 12 6 -8 -9 9 10 -12 19 -14 -15 15 -17 17 18 -20 -21 -22 23 -24 26 -26 -27 -28
leaf_value=0.023693585824529448 -0.011057831142893033 0.0048429354370374987 0.0096749098106428903 0.0061339853891355274 -0.00094331249352508427 0.010455370136093651 0.00041500602829205115 -0.0076519245199410503 0.022499380245279262 0.012393771693034955 0.0062253886675877569 0.017603638420102534 -0.010565180948694939 0.023838434653603021 0.010723730182064987 0.018540050267865951 0.0099080991214573685 0.023923785457977177 0.018334519184087739 0.013348076723173249 0.022948829175240847 0.018909575956500294 0.020489295945988376 0.014304951646296579 0.014592847694454609 0.014848557267748929 0.016860985231899019
leaf_weight=52 68 88 57 98 83 54 79 56 76 80 88 61 52 85 101 91 54 55 1112 55 60 61 56 76 56 53 53
leaf_count=52 68 88 57 98 83 54 79 56 76 80 88 61 52 85 101 91 54 55 1112 55 60 61 56 76 56 53 53
internal_value=0 0.0156958 0.0104939 -0.00258651 -0.000113965 0.00424129 0.00748507 -1.5816e-05 0.0174655 0.0147093 0.0130554 0.0165819 -0.0046499 0.0182372 0.0179122 0.0144286 0.0184376 0.0182137 0.018598 0.0179631 0.0190664 0.0152813 0.0176959 0.0164968 0.0125622 0.0163232 0.0153555
internal_weight=0 2659 675 301 233 333 189 144 1984 434 358 342 135 1550 1465 192 1273 1221 1167 285 230 270 170 190 110 114 129
internal_count=2960 2659 675 301 233 333 189 144 1984 434 358 342 135 1550 1465 192 1273 1221 1167 285 230 270 170 190 110 114 129
is_linear=0
shrinkage=0.00486753


Tree=37
num_leaves=35
num_cat=0
split_feature=1 2 12 2 4 2 9 2 2 12 2 4 150 1 4 52 4 12 13 1 43 51 43 1 12 43 160 4 13 4 1 4 4 12
split_gain=12188.6 2466.43 2205.66 786.425 499.429 422.978 380.994 309.822 217.951 205.936 170.389 166.388 249.738 141.809 134.483 116.986 111.807 89.9392 84.7065 80.7196 73.007 71.9176 69.5945 49.5472 84.0584 45.5488 40.6668 48.6285 38.9223 29.0777 17.431 9.61532 8.3322 4.88298
threshold=0.10509 0.14290000000000003 0.087255000000000013 0.099845000000000003 0.2642250000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13084500000000002 0.16993500000000003 -0.025219999999999996 0.091235000000000024 0.41377500000000006 0.082085000000000019 0.12122500000000001 -0.013125 0.0035300000000000006 -0.013634999999999998 0.088185000000000013 -0.023024999999999997 0.11497000000000002 -0.09884999999999998 -1.0000000180025095e-35 -0.092609999999999984 0.085410000000000014 0.078120000000000009 -1.0000000180025095e-35 -0.040669999999999991 -0.082619999999999985 -0.076179999999999984 -0.072004999999999986 0.094715000000000008 -0.089119999999999991 -0.079164999999999985 0.098595000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 19 -1 -2 9 -3 -5 17 12 -8 -13 21 -16 22 20 -18 -4 -7 -11 -12 24 -22 -25 28 31 -19 32 -29 -28 -24 -23
right_child=1 8 4 7 -6 10 11 -9 -10 14 16 13 -14 -15 15 -17 18 26 -20 -21 23 33 29 25 -26 -27 27 30 -30 -31 -32 -33 -34 -35
leaf_value=0.09642495630735605 0.075582665065096116 0.076304289239974135 0.10595898040063477 0.093471164812603522 0.089214777689045482 0.11036559120849709 0.09183449606083384 0.091060613023210224 0.06668148267711986 0.10651612765990343 0.10821130888446215 0.085802620194785503 0.082495308491174785 0.077377186533114956 0.096344660664066481 0.10242556542298509 0.10254574772559694 0.104551718519451 0.096740438221594893 0.10027008056405423 0.11062762424380744 0.1025340194549372 0.10547283613028412 0.10613272627918709 0.10609502767422899 0.10154199305761702 0.10800889717928477 0.1045927205432195 0.10020654187033304 0.10118788744479723 0.10218741525924663 0.10596886337426946 0.10334387832464845 0.10084621591309566
leaf_weight=82 69 60 60 52 52 61 91 56 71 73 53 59 70 52 97 80 90 62 57 82 63 54 57 63 581 58 60 248 54 59 52 78 52 52
leaf_count=82 69 60 60 52 52 61 91 56 71 73 53 59 70 52 97 80 90 62 57 82 63 54 57 63 581 58 60 248 54 59 52 78 52 52
internal_value=0 0.0855325 0.089069 0.103579 0.0990667 0.104674 0.0833811 0.0992589 0.0710892 0.100384 0.105061 0.0853592 0.0877742 0.0818559 0.101394 0.0990933 0.102812 0.10566 0.100295 0.102674 0.106439 0.103668 0.104485 0.106126 0.106538 0.103933 0.104499 0.10502 0.102529 0.10331 0.104176 0.106856 0.104458 0.101706
internal_weight=0 666 535 2294 194 1830 341 464 131 408 1748 272 161 111 356 177 368 1380 147 142 826 179 221 765 644 121 554 438 116 168 300 138 109 106
internal_count=2960 666 535 2294 194 1830 341 464 131 408 1748 272 161 111 356 177 368 1380 147 142 826 179 221 765 644 121 554 438 116 168 300 138 109 106
is_linear=0
shrinkage=0.00371349


Tree=38
num_leaves=30
num_cat=0
split_feature=1 12 1 47 15 49 47 15 3 4 3 4 0 1 151 12 1 15 12 131 15 3 4 133 0 15 0 15 133
split_gain=2331.42 658.86 800.524 303.806 212.176 187.208 192.835 169.528 151.885 131.39 115.352 216.857 105.16 101.845 81.9356 71.4318 56.7266 38.45 34.7826 32.4634 32.6036 27.6189 26.8218 25.5595 25.0562 16.8618 13.5601 13.0367 2.85209
threshold=0.12313000000000002 0.078120000000000009 0.087055000000000007 0.085585000000000008 -0.084454999999999988 -0.084979999999999986 0.081320000000000017 -0.41725999999999991 -0.018854999999999997 0.043640000000000005 -0.13827999999999999 -0.10701499999999999 -0.084914999999999977 0.14039500000000002 -0.029339999999999995 0.099035000000000026 0.077020000000000019 1.0000000180025095e-35 0.086730000000000015 0.078355000000000022 -0.07879499999999999 0.0053500000000000015 -0.013125 0.087720000000000006 -0.07002499999999999 -0.10763999999999999 -0.099244999999999986 -0.092489999999999989 0.090990000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 -1 -4 8 21 -7 10 17 -12 14 -9 -10 25 -6 -3 23 22 -21 -2 -20 27 -17 -11 -27 -13 -25
right_child=3 9 5 -5 16 6 -8 13 12 15 11 18 -14 -15 -16 24 -18 -19 19 20 -22 -23 -24 28 -26 26 -28 -29 -30
leaf_value=0.036973403807992182 0.012571247188786674 0.029991441092540101 0.026504428013406023 0.021353531335136393 0.023690598269078069 0.0099142734530324704 0.02458139964438634 0.011004279662222611 0.01907298780791428 0.029019022863109201 0.019195004376644974 0.027988972503964288 0.022006133709992871 0.0023281257945635511 0.011874706327699179 0.019949671038369556 0.03003365536209587 0.034287324627391501 0.027931325143886507 0.032460520826837772 0.028487152033698105 0.017057831744714778 0.025949666758208072 0.026689107575096547 0.024400141096686895 0.024241024884725001 0.027047381014035164 0.03034966724042255 0.028214000511470973
leaf_weight=65 60 94 57 75 61 66 66 58 63 53 55 58 78 54 68 52 56 80 630 55 194 54 183 54 53 56 100 310 52
leaf_count=65 60 94 57 75 61 66 66 58 63 53 55 58 78 54 68 52 56 80 630 55 194 54 183 54 53 56 100 310 52
internal_value=0 0.0267735 0.0224891 0.0134255 0.0303867 0.0188776 0.0176025 0.0107943 0.0159274 0.0279687 0.0284509 0.0280664 0.0178261 0.00682157 0.0153368 0.0252581 0.026727 0.0319668 0.028384 0.0279261 0.029365 0.0146969 0.0274853 0.0294098 0.0221966 0.0267959 0.0260403 0.0299777 0.0274376
internal_weight=0 2659 580 301 182 398 341 226 275 2079 1765 1591 209 112 131 314 117 174 1536 1062 249 114 813 474 105 209 156 368 106
internal_count=2960 2659 580 301 182 398 341 226 275 2079 1765 1591 209 112 131 314 117 174 1536 1062 249 114 813 474 105 209 156 368 106
is_linear=0
shrinkage=0.00454559


Tree=39
num_leaves=21
num_cat=0
split_feature=1 2 16 1 2 124 39 15 11 16 48 4 4 2 16 49 16 4 16 1
split_gain=1612.72 561.354 276.31 338.182 228.724 224.431 143.224 196.783 141.749 95.5288 83.7484 73.9737 122.847 93.82 55.99 54.1549 44.5942 34.3645 10.999 5.36869
threshold=0.12313000000000002 0.10433000000000002 0.25968500000000005 0.08864000000000001 0.16993500000000003 -0.083859999999999976 0.09697500000000002 -0.14051999999999998 0.077330000000000024 -0.0073699999999999989 0.093225000000000016 -0.49911499999999992 -0.12685999999999997 0.092005000000000017 -0.063769999999999979 0.047620000000000003 0.014185000000000001 0.028075000000000006 -0.44388499999999992 0.100925
decision_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 14 6 -1 7 -2 11 10 18 -7 -13 16 -3 -15 -14 19 -5 -4
right_child=4 2 17 9 -6 8 -8 -9 -10 -11 -12 12 13 15 -16 -17 -18 -19 -20 -21
leaf_value=0.017090650042883997 0.01166166276205536 0.024503640421683417 0.02469962886005421 0.018760729116721529 0.0033924688598908534 0.029972929795983323 0.0087884576720981475 0.022423537648099349 0.030365070818108481 0.0079193579552036819 0.01015355252297853 0.018263270951661987 0.025519148756673393 0.020971168189276877 0.01840616698494971 0.025004520259386407 0.022914316964489777 0.021453939099873299 0.015759713725018266 0.026838849795424436
leaf_weight=88 86 99 58 60 60 57 84 71 103 59 55 71 1274 216 53 118 171 72 53 52
leaf_count=88 86 99 58 60 60 57 84 71 103 59 55 71 1274 216 53 118 171 72 53 52
internal_value=0 0.023433 0.0191823 0.0168555 0.0117505 0.0245697 0.0138311 0.0165288 0.0248971 0.0131575 0.0149968 0.0246017 0.0244362 0.0246825 0.0223779 0.0223963 0.0252109 0.0240274 0.0173536 0.0257114
internal_weight=0 2659 561 379 301 2098 241 157 2010 227 168 1907 1850 1779 152 334 1445 182 113 110
internal_count=2960 2659 561 379 301 2098 241 157 2010 227 168 1907 1850 1779 152 334 1445 182 113 110
is_linear=0
shrinkage=0.00478345


Tree=40
num_leaves=22
num_cat=0
split_feature=4 49 51 376 13 49 43 42 4 16 51 13 158 13 157 15 13 52 15 150 13
split_gain=5019.09 1248.53 625.584 458.286 391.829 319.001 267.891 223.36 189.296 226.06 199.632 170.43 144.577 158.693 177.971 143.81 109.22 67.722 63.4328 58.7796 41.4334
threshold=0.31392000000000003 -0.020454999999999997 0.087425000000000017 0.048375000000000008 -0.16392499999999996 -0.088164999999999979 -1.0000000180025095e-35 0.083120000000000013 0.043640000000000005 -0.072034999999999988 -0.40775499999999992 -0.36115499999999995 0.081110000000000015 -0.084674999999999986 -0.080299999999999996 -0.42075999999999997 -0.076349999999999987 -0.09823999999999998 -0.11124499999999998 0.086025000000000018 -0.098524999999999988
decision_type=2 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 19 16 -7 12 18 -11 -8 13 20 -15 -13 -2 -14 -10 -1 -6
right_child=6 3 -4 -5 8 7 11 -9 9 10 -12 15 17 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.029136775172009258 0.0038898790199448498 0.01514744086098823 0.0063638909851423796 0.013099871605365517 0.032874872367920686 0.011300603534977504 0.0017359235756462621 0.022706495451492142 0.031078170690189189 0.023435783682697997 0.012452766526078294 0.017416769697306971 0.035548894746295391 0.021235979188851641 0.026595172614943995 0.0073072871407477823 -0.0047290892806266787 0.029084795813146203 0.024846887698976531 0.022702047018683082 0.028711902095181215
leaf_weight=60 65 68 96 60 63 96 58 62 57 92 60 52 57 154 1164 76 64 95 97 65 319
leaf_count=60 65 68 96 60 63 96 58 62 57 92 60 52 57 154 1164 76 64 95 97 65 319
internal_value=0 0.0245688 0.0166956 0.0258741 0.0262184 0.0202002 0.00479997 0.0157767 0.0265672 0.0231536 0.0191007 0.00839683 0.0271312 0.0267397 0.025969 0.0114147 -0.000385811 0.0315092 0.0271536 0.0257911 0.0293986
internal_weight=0 2665 379 2286 2226 283 315 158 2158 306 152 186 1852 1700 1318 128 129 152 154 125 382
internal_count=2980 2665 379 2286 2226 283 315 158 2158 306 152 186 1852 1700 1318 128 129 152 154 125 382
is_linear=0
shrinkage=0.00468338


Tree=41
num_leaves=32
num_cat=0
split_feature=1 12 2 1 47 3 3 12 15 2 1 16 3 3 16 13 15 16 0 43 12 12 15 15 1 52 16 15 2 15 13
split_gain=5988.54 1085.5 749.39 698.739 387.24 333.647 361.995 231.549 216.648 206.467 174.504 167.717 132.501 186.043 120.753 114.164 103.927 95.6856 55.0375 49.3504 48.1905 44.7541 53.5392 29.4682 27.179 31.5867 19.4813 14.5411 10.4757 8.57651 5.99188
threshold=0.11669000000000002 0.056995000000000011 0.17553000000000005 0.089625000000000024 0.08593000000000002 -1.0000000180025095e-35 0.11878500000000002 0.095450000000000021 -0.097794999999999979 0.099345000000000017 0.12288500000000001 -0.034004999999999994 -0.14326499999999995 -0.10115999999999999 -0.078829999999999983 -0.010284999999999997 0.025430000000000005 -0.004174999999999999 -0.053169999999999995 -0.16130499999999998 0.089210000000000025 0.11755500000000001 -0.040119999999999996 -0.076929999999999985 0.088860000000000008 0.08869500000000001 -0.073554999999999995 -0.034094999999999993 0.095465000000000008 0.090165000000000009 -0.080314999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 8 10 15 14 12 -1 17 -2 -6 16 -14 -7 -5 -3 -10 -12 -9 24 22 23 -21 25 -15 -24 30 -28 -29 -22
right_child=2 7 -4 5 11 6 -8 19 9 -11 18 -13 13 20 -16 -17 -18 -19 -20 21 27 -23 26 -25 -26 -27 28 29 -30 -31 -32
leaf_value=0.036052807630591432 0.015777101584371126 0.030542638926667035 -0.0039208841770265509 0.017334775021054814 0.013697954630219059 0.022297808168462319 0.014358462205054002 0.030248297499660865 0.024502481194785593 0.018812033724259436 0.0050821941150782316 0.024555333718845686 0.022299189889282273 0.031528065990671747 0.031359906499053999 0.0094492513132201899 0.038757230779357034 0.032011698912791396 0.010129271093962892 0.026871733716608805 0.029311509526779495 0.022966343253552561 0.030634738743574082 0.023230384098261662 0.027956932480433586 0.029304314439697804 0.026409826452330133 0.030565169309908078 0.02853156382388821 0.029089777651855976 0.02749219102581936
leaf_weight=52 58 56 62 68 52 52 67 77 54 53 103 55 57 649 59 70 60 78 67 88 52 59 54 80 55 148 75 132 108 175 105
leaf_count=52 58 56 62 68 52 52 67 77 54 53 103 55 57 649 59 70 60 78 67 88 52 59 54 80 55 148 75 132 108 175 105
internal_value=0 0.0279938 0.00991708 0.0226115 0.0124783 0.0183928 0.0223137 0.02946 0.0282362 0.0260388 0.00928637 0.0192793 0.0303424 0.0299665 0.027115 0.0133352 0.034792 0.0289401 0.00707161 0.0270314 0.0302985 0.0264974 0.0270117 0.025138 0.0309114 0.0311152 0.0283397 0.0291731 0.0276623 0.0297243 0.0280951
internal_weight=0 2583 397 553 335 316 178 2030 237 185 228 107 1489 1373 111 138 116 132 170 541 1316 464 405 168 852 797 237 464 183 307 157
internal_count=2980 2583 397 553 335 316 178 2030 237 185 228 107 1489 1373 111 138 116 132 170 541 1316 464 405 168 852 797 237 464 183 307 157
is_linear=0
shrinkage=0.00433316


Tree=42
num_leaves=20
num_cat=0
split_feature=1 3 47 124 1 9 1 3 160 160 3 11 43 457 3 40 11 1 15
split_gain=2083.17 344.042 336.347 321.487 244.015 205.088 193.127 129.814 410.797 124.862 123.685 83.9365 178.075 79.1886 81.6401 78.8421 78.1284 76.2213 37.2136
threshold=0.11644500000000001 0.11878500000000002 0.084695000000000006 -0.080429999999999988 0.094775000000000012 0.037245000000000007 0.14860500000000001 -0.10175499999999998 -0.053494999999999994 -0.075199999999999975 -0.0070649999999999992 1.0000000180025095e-35 -0.24698999999999996 0.091610000000000011 0.076825000000000018 -0.069544999999999982 0.086175000000000015 0.091635000000000008 -0.077474999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 7 9 8 -5 -2 -11 12 -10 14 15 -9 -13 -16 -4
right_child=2 -3 18 5 -6 -7 -8 13 11 10 -12 16 -14 -15 17 -17 -18 -19 -20
leaf_value=0.022958203682379146 0.015577144450578513 0.012460880029005863 0.013977640478379938 0.009005223942553214 0.0092284434470164892 0.031586105278066538 -0.0011595655161313753 0.028995574896179478 0.026529888536080383 0.011347404996721846 0.0028808128046959769 0.030179824651373827 0.01424980016741643 0.017759008606637514 0.024370326958457186 0.022816033314504384 0.022192724200202015 0.031767407539379372 0.019733247314131029
leaf_weight=56 56 90 52 71 79 67 59 54 54 84 91 54 67 67 110 1681 73 52 63
leaf_count=56 56 90 52 71 79 67 59 54 54 84 91 54 67 67 110 1681 73 52 63
internal_value=0 0.0221249 0.00985046 0.0224749 0.0149242 0.0229086 0.00696309 0.022654 0.0196762 0.00903794 0.00694508 0.022731 0.0197306 0.0231376 0.0233275 0.0230084 0.0255892 0.026745 0.0171312
internal_weight=0 2575 405 2485 135 2350 290 2283 319 231 175 248 121 1964 1897 1735 127 162 115
internal_count=2980 2575 405 2485 135 2350 290 2283 319 231 175 248 121 1964 1897 1735 127 162 115
is_linear=0
shrinkage=0.00503082


Tree=43
num_leaves=23
num_cat=0
split_feature=1 2 4 124 2 1 132 49 1429 156 49 1 51 2 3 15 160 43 43 2 15 2
split_gain=1449.72 349.925 389.113 249.823 215.336 205.274 200.314 121.638 160.228 255.401 126.067 136.233 116.804 108.278 103.885 76.9811 65.5635 57.4821 50.7478 28.4193 23.1831 21.4309
threshold=0.11374000000000002 0.17553000000000005 -0.036839999999999991 -0.076779999999999987 0.10510500000000002 0.092755000000000018 0.023085000000000005 -0.13138499999999997 0.084710000000000021 0.081990000000000021 -0.044559999999999995 0.084675000000000014 -0.22681499999999996 -0.021469999999999996 0.11500500000000001 -0.070009999999999975 0.056295000000000005 0.00042000000000000007 -0.025079999999999995 0.11891500000000001 -0.42075999999999997 0.11085000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 7 -1 14 -5 10 -10 11 -9 -4 -12 17 18 -15 19 -14 21 -20 -6
right_child=1 -3 12 4 6 -7 -8 8 9 -11 13 -13 15 16 -16 -17 -18 -19 20 -21 -22 -23
leaf_value=0.016799500055617745 0.019377068483989651 -0.0018435466217076853 0.012956791717785684 0.022555579827294819 0.015670367249300696 0.0062363733945904878 0.0054077731027642522 0.016948207449036076 0.017268653522436849 0.004724634910421 0.022841421199891215 0.0078124560174824328 0.0047064273723534233 0.01637976632460051 0.0088807794899346728 0.001508360451397905 0.018990490782963894 0.012055179216861712 0.010449975024414573 0.013622347215363199 0.0069343799155230645 0.018691030083172418
leaf_weight=52 54 64 52 57 86 90 53 58 63 54 53 59 92 1439 55 54 196 77 71 54 64 83
leaf_count=52 54 64 52 57 86 90 53 58 63 54 53 59 92 1439 55 54 196 77 71 54 64 83
internal_value=0 0.00732262 0.00883858 0.0155592 0.0158837 0.0101049 0.0130837 0.0164609 0.0162802 0.0114795 0.0165913 0.0123417 0.00712951 0.0168858 0.0142295 0.00605099 0.0166928 0.01521 0.00713141 0.0162991 0.00878366 0.0171542
internal_weight=0 451 387 2529 2387 142 408 1979 1922 117 1805 117 333 1688 355 281 1635 300 227 223 135 169
internal_count=2980 451 387 2529 2387 142 408 1979 1922 117 1805 117 333 1688 355 281 1635 300 227 223 135 169
is_linear=0
shrinkage=0.00423205


Tree=44
num_leaves=25
num_cat=0
split_feature=1 14 12 4 0 3 1 151 1 4 48 0 0 12 3 0 50 4 12 43 1452 0 12 1
split_gain=1019.48 324.374 419.501 243.837 345.509 235.159 207.089 311.713 191.244 117.684 103.579 88.4525 88.3648 80.6934 63.8336 51.7951 34.8725 43.8273 32.5041 23.2243 21.8874 21.7353 20.8565 5.385
threshold=0.11690500000000002 -0.10523499999999998 0.078120000000000009 -0.17568999999999999 -0.037444999999999992 0.11878500000000002 0.15028500000000003 -0.039414999999999999 0.085110000000000005 0.31392000000000003 0.090135000000000007 0.048825000000000007 -0.14534499999999997 0.095450000000000021 -0.15288999999999997 -0.11471499999999998 0.11684000000000001 0.00059000000000000014 -0.085124999999999992 0.0046950000000000004 0.087120000000000017 -0.081294999999999992 0.089895000000000017 0.098235000000000017
decision_type=2 2 2 2 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 8 7 -2 -5 10 -9 -3 -10 14 -4 -16 17 21 -11 -19 22 -15 -17 -23
right_child=6 2 13 4 -6 -7 -8 9 12 18 -12 -13 -14 16 15 20 -18 19 -20 -21 -22 23 -24 -25
leaf_value=0.022533961157521005 -0.0013348040060637038 0.018420781977918934 0.017165051035120074 0.015196430371144405 -0.0023685798193559611 0.0011664808605242466 -0.0015856912284602331 0.015242332246453213 0.005943769718837707 0.0085920130040500631 0.007427721187451497 0.010889423218576744 0.011462430343041176 0.015559803537244871 0.0096048613546163616 0.013919024678043321 0.0090236313494856425 0.0091706275100268859 0.004629383088448286 0.012609700099956479 0.016257327333705895 0.012322707822442198 0.012779607436542564 0.013776220428409666
leaf_weight=55 66 53 87 99 52 55 61 66 122 60 52 54 84 52 56 883 66 96 87 52 54 210 402 56
leaf_count=55 66 53 87 99 52 55 61 66 122 60 52 54 84 52 56 883 66 96 87 52 54 210 402 56
internal_value=0 0.0125869 0.0123709 0.00905189 0.00760561 0.00904644 0.00542279 0.00671451 0.0104673 0.00871942 0.011799 0.0146203 0.00819431 0.0132261 0.0137228 0.0135081 0.0118425 0.0122416 0.00624708 0.0103792 0.0136713 0.0131083 0.0135626 0.0126289
internal_weight=0 2588 2533 519 412 360 392 331 305 265 118 107 206 2014 1482 1395 532 466 147 148 1339 318 1285 266
internal_count=2980 2588 2533 519 412 360 392 331 305 265 118 107 206 2014 1482 1395 532 466 147 148 1339 318 1285 266
is_linear=0
shrinkage=0.00413977


Tree=45
num_leaves=29
num_cat=0
split_feature=1 1 155 52 2 39 447 2 0 11 4 0 0 0 48 13 2 160 52 0 160 50 13 4 2 403 4 49
split_gain=3190.35 983.682 523.196 423.879 348.138 295.598 284.562 258.616 249.686 189.231 127.206 313.262 117.783 143.56 140.314 87.6429 86.2597 95.0833 129.258 75.1247 39.6022 38.2689 30.743 39.4738 22.3816 24.2116 22.2342 5.18667
threshold=0.098395000000000024 0.13612500000000002 0.084710000000000021 0.16146000000000002 0.099845000000000003 0.085765000000000022 0.084630000000000011 0.16993500000000003 -0.075914999999999996 1.0000000180025095e-35 -0.47860499999999995 -0.034759999999999992 -0.081864999999999979 -0.18240499999999996 0.085485000000000019 -0.013424999999999998 0.093070000000000014 0.011825000000000002 0.056265000000000009 -0.071379999999999985 -0.037434999999999989 0.111725 -0.020484999999999996 0.0040650000000000009 0.11018500000000002 -0.072664999999999993 0.022635000000000006 0.090520000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 19 8 15 9 16 -10 20 13 -6 -15 -3 21 18 -18 -2 -12 22 26 -24 25 -22 -1 -26
right_child=1 7 -4 -5 12 -7 -8 -9 10 -11 11 -13 -14 14 -16 -17 17 -19 -20 -21 24 -23 23 -25 27 -27 -28 -29
leaf_value=0.02827513086868147 0.029059289149150035 0.0075393216483614928 0.02975790628566673 0.028622097963399724 0.015381450141651118 0.012999774904157803 0.016594655872512892 -0.0010345210638074151 0.029676561815315545 0.035044629132889929 0.022003229641125902 0.01521456376019821 0.016967339384669308 0.0019759791569455517 0.012437966330052291 0.01530555115003078 0.019167696809913676 0.029393706328390754 0.027291283379618059 0.02168279574659536 0.027149375900791677 0.025190950844196841 0.029084668080475794 0.033327378858286877 0.028724587229719097 0.023657652688391317 0.025165866379929298 0.026703698859501499
leaf_weight=672 55 76 85 63 74 67 53 58 87 84 59 78 86 56 53 52 79 87 88 63 73 73 395 53 59 101 53 52
leaf_count=672 55 76 85 63 74 67 53 58 87 84 59 78 86 56 53 52 79 87 88 63 73 73 395 53 59 101 53 52
internal_value=0 0.0163001 0.0191621 0.0174199 0.0158653 0.0207317 0.0271422 0.00703696 0.0274092 0.0283117 0.0246007 0.0235541 0.0125183 0.0104273 0.00706345 0.0106947 0.0279346 0.0254852 0.0234487 0.0251214 0.0254449 0.0284339 0.0286357 0.0295867 0.0261573 0.0251229 0.0280479 0.0277783
internal_weight=0 788 602 517 454 185 2146 186 2093 1584 509 422 269 183 109 128 1500 254 167 118 344 1246 1173 448 285 174 725 111
internal_count=2934 788 602 517 454 185 2146 186 2093 1584 509 422 269 183 109 128 1500 254 167 118 344 1246 1173 448 285 174 725 111
is_linear=0
shrinkage=0.00460821


Tree=46
num_leaves=15
num_cat=0
split_feature=4 2 147 14 123 14 16 15 15 133 43 15 2 43
split_gain=768.867 416.912 157.053 184.474 125.401 106.779 271.75 94.9905 106.361 156.672 86.6784 84.7591 79.1938 45.5615
threshold=0.31392000000000003 0.14253500000000002 0.089430000000000023 0.073890000000000011 0.080635000000000012 -0.41992499999999994 -0.43279999999999996 -0.19153499999999998 0.015700000000000002 -0.0054649999999999985 -0.083349999999999994 0.084100000000000022 0.12665000000000001 -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 7 -2 12 -1 9 -9 -6 -10 13 -7
right_child=5 -3 -4 -5 10 6 -8 8 11 -11 -12 -13 -14 -15
leaf_value=0.019302909446409163 0.010783563723110163 0.0034175974030999051 0.0061269563542597242 0.020106951053439723 0.0050801524646649394 0.0056112254395713811 -0.0048259499728096527 0.0089134044343214987 0.01881483715606019 0.013452506666199713 0.012634967332981181 0.014313756428427075 0.0023006188941520405 0.010927202699592868
leaf_weight=65 70 88 58 95 60 59 54 193 99 999 70 884 58 82
leaf_count=65 70 88 58 95 60 59 54 193 99 999 70 884 58 82
internal_value=0 0.0132846 0.0136287 0.0138052 0.0135526 0.00574265 0.00434773 0.0138082 0.0136439 0.0127176 0.00914851 0.0147671 0.00683732 0.00870314
internal_weight=0 2611 2523 2465 2370 323 253 2240 2175 1192 130 983 199 141
internal_count=2934 2611 2523 2465 2370 323 253 2240 2175 1192 130 983 199 141
is_linear=0
shrinkage=0.00461121


Tree=47
num_leaves=26
num_cat=0
split_feature=1 52 52 3 2 2 2 14 0 48 3 3 52 52 52 0 4 12 12 2 51 4 13 12 403
split_gain=5334.67 1300.92 912.101 684.383 561.173 501.309 343.972 277.502 261.975 223.027 169.222 211.896 89.1005 105.129 88.296 85.3579 204.733 147.906 79.5515 57.7248 54.132 46.0678 45.3001 39.9479 19.0055
threshold=0.098395000000000024 -0.41694999999999993 0.16146000000000002 -0.049204999999999992 0.099845000000000003 0.16993500000000003 0.10060500000000001 0.073890000000000011 -0.034759999999999992 -0.078159999999999993 0.3148450000000001 0.076825000000000018 0.042815000000000006 -0.41694999999999993 -1.0000000180025095e-35 -0.075914999999999996 -0.46195999999999998 0.091735000000000025 -0.0066799999999999993 0.11355500000000002 0.0064150000000000014 0.043640000000000005 -0.082419999999999979 0.095565000000000011 -0.072664999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 10 7 9 12 -1 11 14 13 -8 -5 18 -17 -18 -11 -13 21 -20 -22 -14 -19
right_child=1 2 -4 5 -6 -7 8 -9 -10 15 -12 19 23 -15 -16 16 17 24 20 -21 22 -23 -24 -25 -26
leaf_value=0.011199079530556731 0.0207232512055938 0.016477622623798305 0.018005845271458383 0.0015698864690535917 0.00060840340159223818 -0.013255393732242019 0.018665866115291543 0.027933238510806948 0.0067326527561502687 0.025314013927002488 -0.0059446856693673653 0.0098067414689113758 0.022273610869414495 0.011201081648330299 -0.0046997789332659948 0.024148330141525925 0.0090038965998311613 0.019495244817985317 0.020730261850854675 0.0037162165215022889 0.021181538670457897 0.01769230230950922 0.016158717723070988 0.017428827960296482 0.016159249919816907
leaf_weight=61 99 94 76 103 84 61 68 83 61 61 66 55 59 84 79 69 55 62 1050 71 52 110 115 80 76
leaf_count=61 99 94 76 103 84 61 68 83 61 61 66 55 59 84 79 69 55 62 1050 71 52 110 115 80 76
internal_value=0 0.00560013 0.00342707 0.00161951 0.00898905 -0.00139596 0.0191737 0.0199649 0.0151406 0.0195784 0.000538205 0.00192755 0.016903 0.0145409 -0.0011513 0.0198881 0.0175511 0.0151923 0.0203292 0.00637516 0.0201 0.0204422 0.017723 0.0194856 0.0176584
internal_weight=0 788 689 613 178 435 2146 1794 352 1711 374 308 291 152 182 1650 262 193 1388 126 1327 1160 167 139 138
internal_count=2934 788 689 613 178 435 2146 1794 352 1711 374 308 291 152 182 1650 262 193 1388 126 1327 1160 167 139 138
is_linear=0
shrinkage=0.00446153


Tree=48
num_leaves=29
num_cat=0
split_feature=1 1 12 13 0 2 1 2 12 4 3 1 147 13 12 4 0 43 158 4 1 1 4 4 13 43 4 0
split_gain=5423.72 1375.75 1011.22 412.635 354.195 252.668 380.911 216.214 189.741 157.977 132.154 93.0323 86.1009 125.424 69.9754 82.8961 69.4055 83.7111 48.8346 65.4635 47.2242 103.934 39.2875 35.0764 20.9204 14.4904 9.90123 7.79846
threshold=0.10075500000000003 0.13612500000000002 0.085845000000000019 -1.0000000180025095e-35 0.060910000000000006 0.093470000000000011 0.088470000000000007 0.16993500000000003 0.10682000000000001 0.27420500000000009 0.30863500000000005 0.11477000000000001 0.086130000000000012 -0.13871999999999998 0.092010000000000022 0.043640000000000005 -0.077104999999999993 -0.064179999999999987 0.078875000000000015 0.036605000000000006 0.12313000000000002 0.10956 -0.079939999999999983 -0.008454999999999999 -0.083354999999999985 -1.0000000180025095e-35 0.074650000000000008 -0.071879999999999986
decision_type=2 2 2 2 2 2 2 2 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 14 10 11 -5 -3 -4 13 -1 15 -7 18 -18 19 -15 21 -2 -19 25 -20 27 -25 -16
right_child=1 7 8 9 -6 6 -8 -9 -10 -11 -12 -13 -14 16 23 -17 17 22 24 -21 -22 -23 -24 26 -26 -27 -28 -29
leaf_value=0.031472379402074174 -0.0026848508524609082 0.0027441119924172279 0.024492845079295222 0.01727892806203675 0.012136511664263289 0.028014216437926679 0.0087176011115454571 -0.013067450694713958 0.010870790269705702 0.0066691419522541704 -0.0075817105796551132 0.016789222886420402 0.017566504117146112 0.024001861085373333 0.024137451672844888 0.020731246568991966 0.015744857073832087 0.026365149668763931 0.025278257771975284 0.018262729545085697 -0.0032080557313506701 0.0057739140332419966 0.020630596614726285 0.01742667751777326 0.029409368781098236 0.01977338653836826 0.019941033402696141 0.021436523793798706
leaf_weight=53 63 76 103 68 83 72 68 58 55 72 52 63 55 1069 52 85 57 52 73 52 56 85 70 102 53 67 64 56
leaf_count=53 63 76 103 68 83 72 68 58 55 72 52 63 55 1069 52 85 57 52 73 52 56 85 70 102 53 67 64 56
internal_value=0 0.00670041 0.0105764 0.00522422 0.0222505 0.0226502 0.0197995 -0.00507316 0.0189072 0.0118228 -0.00145034 0.0215695 0.023702 0.0239301 0.0213126 0.0240715 0.0236498 0.0207413 0.0240672 0.0237357 0.000695487 0.00217286 0.0230753 0.0200421 0.0270164 0.021603 0.0183964 0.0227375
internal_weight=0 751 565 344 2183 2100 566 186 221 140 128 166 1534 1479 498 157 1426 179 1247 1121 204 148 122 341 126 175 166 108
internal_count=2934 751 565 344 2183 2100 566 186 221 140 128 166 1534 1479 498 157 1426 179 1247 1121 204 148 122 341 126 175 166 108
is_linear=0
shrinkage=0.00499111


Tree=49
num_leaves=20
num_cat=0
split_feature=4 3 39 42 13 13 3 2 0 160 4 0 1429 0 1429 16 52 4 4
split_gain=1186.92 699.302 238.2 196.435 201.85 136.515 121.986 105.96 164.345 97.5928 82.8646 165.186 73.5325 77.686 43.9287 49.3939 83.6315 37.2728 20.0298
threshold=0.31392000000000003 0.30863500000000005 0.08252000000000001 -0.0047199999999999994 -0.039559999999999991 0.090235000000000024 -0.080854999999999996 0.10060500000000001 -0.12851999999999997 -0.077459999999999987 -0.46195999999999998 -0.049024999999999992 0.084845000000000018 -0.11214999999999999 0.079110000000000014 -0.029134999999999998 -0.41694999999999993 0.42642000000000008 -0.0088849999999999988
decision_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 -2 10 -9 -8 -1 12 13 -12 15 18 -17 -11 -10
right_child=5 -3 3 4 -6 -7 9 8 14 17 11 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=0.022717615945941405 0.012900835070267293 -0.0035911451775271098 0.018920755478907848 0.013902995964151522 0.00098721839345454975 -0.0043577905560033608 0.010085541265865815 0.0044680136800735164 0.018893355629542679 -0.0018925338080701746 0.020350765479928375 0.0066007281709519585 0.011636804587735519 0.016545287389889977 0.019670114166985515 0.015972367755553465 0.008510070801593439 0.0035666940968913687 0.014730092774323529
leaf_weight=68 54 61 55 67 87 54 53 54 65 66 189 52 85 1506 52 94 94 96 82
leaf_count=68 54 61 55 67 87 54 53 54 65 66 189 52 85 1506 52 94 94 96 82
internal_value=0 0.0151213 0.015569 0.00984761 0.00660681 0.00375651 0.00538563 0.0160797 0.0136093 0.00349781 0.0166531 0.016428 0.016715 0.0169697 0.0148847 0.0141417 0.0122415 0.0013422 0.0165714
internal_weight=0 2611 2550 209 154 323 269 2341 441 215 1900 1832 1780 1695 387 335 188 162 147
internal_count=2934 2611 2550 209 154 323 269 2341 441 215 1900 1832 1780 1695 387 335 188 162 147
is_linear=0
shrinkage=0.00559262


Tree=50
num_leaves=32
num_cat=0
split_feature=12 13 12 15 12 13 457 0 16 13 40 0 15 11 0 15 16 12 16 43 16 0 43 16 15 13 43 15 43 12 484
split_gain=4750.79 1175.4 1107.01 503.056 483.252 385.363 420.772 301.064 291.839 233.81 189.858 188.232 97.0297 145.154 118.909 84.9462 77.2721 62.0025 59.6371 62.3293 58.8458 47.7084 43.5182 33.4435 32.8696 26.6134 19.0957 15.1297 13.2442 10.3422 6.96667
threshold=0.078120000000000009 -0.00027999999999999998 0.14523000000000003 0.021950000000000001 0.098595000000000016 0.049070000000000009 0.086645000000000014 -0.097224999999999992 -0.26194999999999996 -0.36115499999999995 -0.062739999999999976 -0.10298499999999998 -0.035654999999999992 1.0000000180025095e-35 -0.11471499999999998 0.025430000000000005 -0.071704999999999991 0.093125000000000013 0.014185000000000001 0.031820000000000008 0.0030150000000000008 -0.064179999999999973 0.092445000000000013 0.067035000000000011 -0.044884999999999994 -0.085064999999999988 -0.016434999999999995 -0.079504999999999978 -0.031974999999999996 0.089895000000000017 -0.0027299999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 5 12 6 11 9 -6 -1 16 -3 14 18 -2 -15 -9 25 19 26 24 -22 -21 -20 -10 30 -14 -19 -26 -27 -16
right_child=2 3 -4 -5 8 -7 -8 10 20 -11 -12 -13 13 15 17 -17 -18 27 23 22 21 -23 -24 -25 28 29 -28 -29 -30 -31 -32
leaf_value=0.0020540064441635381 0.014832840529426664 0.013801727901598809 0.0033168355095595241 0.026398865390366812 0.0078481989938645677 0.0045385051326549356 0.0040519518300394302 0.00018143509642170599 0.018137748871593012 0.011992221738599511 -0.0042301879703929984 0.02223812217873733 0.02303604273558665 0.024027454528870857 0.02310488965465084 0.031297864969665162 0.0069271113997901286 0.020449531291069474 0.017582775341961666 0.018812833441292021 0.013283186121325235 0.018602214295346538 0.02309150011536271 0.022127807520730378 0.022835894887146303 0.022289606711453292 0.024377399208620729 0.017160964215229432 0.020054408650958092 0.020171144231496869 0.024976131619467004
leaf_weight=76 52 103 63 53 52 90 52 59 90 103 97 93 457 58 83 61 67 52 59 95 52 78 82 61 68 117 347 52 60 68 68
leaf_count=76 52 103 63 53 52 90 52 59 90 103 97 93 457 58 83 61 67 52 59 95 52 78 82 61 68 117 347 52 60 68 68
internal_value=0 0.00878203 0.0210703 0.0140875 0.0215999 0.0121569 0.0149214 0.00362161 0.0173463 0.0077729 0.000289206 0.0178049 0.0225937 0.0232438 0.0209816 0.0277547 0.00376879 0.0217081 0.0227562 0.0231063 0.0187655 0.016475 0.0207953 0.0198936 0.0201312 0.0226064 0.023615 0.0188057 0.0215324 0.0215112 0.0239479
internal_weight=0 793 2175 391 2112 338 248 402 400 179 223 196 1712 1220 492 119 126 440 1101 981 348 130 177 120 218 336 804 104 128 185 151
internal_count=2968 793 2175 391 2112 338 248 402 400 179 223 196 1712 1220 492 119 126 440 1101 981 348 130 177 120 218 336 804 104 128 185 151
is_linear=0
shrinkage=0.00429773


Tree=51
num_leaves=18
num_cat=0
split_feature=2 3 9 2 0 2 16 14 0 0 2 2 3 52 2 160 2
split_gain=2407.08 963.134 842.72 452.146 545.136 278.476 202.894 143.276 133.117 120.614 106.906 62.8083 65.6906 51.8582 37.8396 30.4721 20.638
threshold=0.13270000000000001 0.30863500000000005 -1.0000000180025095e-35 0.099845000000000003 -0.13619499999999998 0.31260000000000004 -0.33811499999999994 0.05884000000000001 -0.096444999999999989 -0.22480499999999998 -0.10238999999999998 0.11366500000000002 -0.081604999999999997 -0.55026999999999993 0.15086000000000002 1.0000000180025095e-35 0.10406500000000002
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 6 8 -5 9 -2 -4 -11 15 -13 -12 -10 16 -6
right_child=5 -3 3 4 11 -7 -8 -9 14 10 13 12 -14 -15 -16 -17 -18
leaf_value=0.0022961161456555713 -0.0014553067997650105 -0.001186317032803108 0.010663333490480931 0.01044450856115847 0.013788599109691208 -0.0069690568409052295 0.0006573735739826876 0.02213044552864395 0.0080072768395951545 0.011773097454755695 0.021262201421348364 0.0093389171006373652 0.015182246817655155 0.017064941631401397 0.0034392469058900301 0.019062846391915172 0.016655699529399111
leaf_weight=79 56 60 54 81 65 52 68 93 81 66 53 52 95 1762 52 63 136
leaf_count=79 56 60 54 81 65 52 68 93 81 66 53 52 95 1762 52 63 136
internal_value=0 0.0153642 0.0157365 0.0161468 0.0128238 0.00159128 0.0059782 0.0170643 0.00394674 0.0168208 0.0169976 0.0153054 0.0131155 0.0171875 0.00622162 0.0165246 0.0157288
internal_weight=0 2727 2667 2588 560 241 149 2028 189 1935 1881 411 147 1815 133 264 201
internal_count=2968 2727 2667 2588 560 241 149 2028 189 1935 1881 411 147 1815 133 264 201
is_linear=0
shrinkage=0.00417726


Tree=52
num_leaves=31
num_cat=0
split_feature=1 12 1 4 4 1 0 16 40 16 1 1 0 12 43 0 12 16 51 42 16 47 12 15 4 15 15 42 1 16
split_gain=4167.58 1093.8 788.689 434.113 214.212 219.164 188.986 188.592 193.826 164.835 133.329 106.638 261.519 110.624 127.992 88.6649 80.7945 73.2295 60.135 54.2994 51.9555 40.319 111.87 25.2758 20.9258 16.6833 16.3316 13.8899 13.6026 0.502537
threshold=0.10054 0.086085000000000009 0.13130500000000003 -0.15615999999999999 0.018150000000000003 0.084815000000000015 0.13304000000000002 -0.15105999999999997 -0.064864999999999992 -0.40430999999999989 0.12313000000000002 0.089625000000000024 -0.090939999999999979 0.089765000000000025 -0.14386499999999997 -0.09633499999999999 0.099980000000000013 -0.52334499999999984 0.11119000000000002 0.090295000000000014 0.041025000000000006 0.077065000000000008 0.081320000000000017 0.090385000000000007 0.094220000000000012 -0.075094999999999981 -0.044884999999999994 0.091555000000000011 0.091725000000000015 -0.062279999999999995
decision_type=2 2 2 2 2 2 2 2 2 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 16 -2 6 9 11 15 -9 -6 -10 13 -13 14 -1 17 19 -5 20 -3 23 22 -16 -15 25 -11 -22 28 -14 -29
right_child=1 2 -4 7 5 -7 -8 8 10 24 -12 12 27 18 21 -17 -18 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.02410817088295877 0.013039726524450805 0.019840266924714266 -0.0012110953712690493 0.0029351215112674513 0.019213988107475211 0.0065202624425549222 0.010538598378976763 0.0039700083517710391 -0.00065408556414040886 0.01532580987427485 -0.0080500762069176442 0.0071333108746498061 0.0161509130558267 0.018436771487605128 0.01403758502931433 0.00065243221486945707 0.012687262040006624 0.0091104547448661744 0.012322282402265801 0.014637957391160103 0.015928711052425302 0.020664889285321186 0.018422202007749477 0.016306273438991683 0.010670797270740552 0.012325207491129536 0.012849775854642701 0.016078313424733419 0.018672965297600763 0.015484778891294208
leaf_weight=60 52 71 55 63 97 56 66 68 83 53 70 52 55 191 103 88 92 57 54 56 52 91 761 160 52 64 56 52 86 52
leaf_count=60 52 71 55 63 97 56 66 68 83 53 70 52 55 191 103 88 92 57 54 56 52 91 761 160 52 64 56 52 86 52
internal_value=0 0.00585566 0.0121498 0.00227014 0.0165944 0.0136181 0.0171012 0.000964641 -0.00157391 0.0151122 -0.00403815 0.0173385 0.0151736 0.0177593 0.0185146 0.00366205 0.0155055 0.00586876 0.0162649 0.0175467 0.0167286 0.0181631 0.0178995 0.0174657 0.0127577 0.0136848 0.0143326 0.0168799 0.0176895 0.015782
internal_weight=0 755 274 481 2213 322 1891 429 221 266 153 1825 297 1528 1015 208 219 120 513 127 459 955 864 351 169 117 108 245 141 104
internal_count=2968 755 274 481 2213 322 1891 429 221 266 153 1825 297 1528 1015 208 219 120 513 127 459 955 864 351 169 117 108 245 141 104
is_linear=0
shrinkage=0.00394676


Tree=53
num_leaves=23
num_cat=0
split_feature=1 2 12 15 13 2 4 40 147 15 15 4 50 2 12 15 16 16 475 16 12 15
split_gain=1795.81 529.729 575.849 171.369 168.209 166.252 140.239 128.032 122.833 115.097 80.6133 69.1521 67.6933 59.6381 73.2187 56.2453 49.0209 91.313 45.321 38.6469 49.9493 18.7292
threshold=0.10054 0.13554000000000002 0.087255000000000013 -0.090324999999999989 -1.0000000180025095e-35 0.11366500000000002 0.50779500000000011 -0.051069999999999997 0.087170000000000011 -0.037394999999999991 -0.19153499999999998 -0.082199999999999981 0.092705000000000023 0.10656 0.10011000000000002 -0.086989999999999984 -0.0071849999999999995 0.10134000000000001 -0.085684999999999997 -0.5061699999999999 1.0000000180025095e-35 0.083935000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 6 7 8 -3 -2 10 -7 -1 12 16 14 -4 -6 21 -18 -13 -20 -21 -12
right_child=1 3 13 -5 15 9 -8 -9 -10 -11 11 18 -14 -15 -16 -17 17 -19 19 20 -22 -23
leaf_value=0.022687323307436742 0.0054187375778661775 0.0075626658161710523 0.020297220830111914 -0.0092569350546443645 0.0045787188265490764 0.015218574405671858 -0.0041620010805650826 -0.0031609583003892913 0.0089864148908114366 0.0061828827945572921 0.020480403859233151 0.01914958558659749 0.023697348758425298 0.010362127556645511 0.013360551030868365 0.011403945474963326 0.0097985933693349753 0.018198880173095389 0.019636460971323443 0.011953319023549134 0.015523686557524891 0.017651927721181529
leaf_weight=59 102 61 89 60 57 80 57 99 65 83 88 98 52 53 87 90 64 90 58 127 1052 297
leaf_count=59 102 61 89 60 57 80 57 99 65 83 88 98 52 53 87 90 64 90 58 127 1052 297
internal_value=0 0.00624368 0.00874413 -0.00186139 0.00438844 0.0158431 0.00189857 0.00119263 0.0162585 0.0106179 0.0164966 0.016307 0.0178382 0.015363 0.0168686 0.00875782 0.0172729 0.0147082 0.015629 0.0153501 0.0151391 0.0182986
internal_weight=0 755 577 178 348 2213 118 201 2050 163 1985 1926 591 229 176 147 539 154 1335 1237 1179 385
internal_count=2968 755 577 178 348 2213 118 201 2050 163 1985 1926 591 229 176 147 539 154 1335 1237 1179 385
is_linear=0
shrinkage=0.00537452


Tree=54
num_leaves=28
num_cat=0
split_feature=1 3 1 15 3 0 0 0 13 15 0 51 0 3 51 1 15 15 11 13 13 159 1 13 3 14 43
split_gain=4448.77 1193.59 441.653 398.374 363.839 333.502 243.342 204.953 174.623 135.677 128.59 123.547 113.461 108.588 94.4863 106.886 76.5967 70.5061 55.4091 86.3982 52.6745 52.2643 71.3146 35.5132 35.5079 16.0706 16.0361
threshold=0.10054 -0.049204999999999992 0.13601500000000002 -0.24211499999999997 0.088880000000000015 -0.038724999999999989 -0.14867499999999997 0.148925 -1.0000000180025095e-35 -0.031624999999999993 -0.22163999999999998 -0.086654999999999982 -0.096444999999999989 0.28833000000000003 -1.0000000180025095e-35 0.077845000000000011 -0.075094999999999981 0.090165000000000009 0.08326500000000002 -0.053249999999999999 -0.083424999999999985 0.083310000000000009 0.11597500000000001 -0.081659999999999996 -0.11372999999999998 0.078335000000000016 -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
left_child=4 3 8 -2 6 -6 25 9 21 14 -10 -11 -5 -4 16 20 26 24 19 -14 -16 22 -3 -19 -13 -1 -8
right_child=1 2 13 12 5 -7 7 -9 10 11 -12 17 18 -15 15 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.020124785523226187 -0.0016312596026319892 0.0023618520154413693 -0.0052661157340132027 0.0059999382306203204 0.00051709767099599856 0.015823183058444906 0.019992479399349703 0.0061805183946819324 1.8948953407702974e-05 0.0092776862103985912 0.0093147204957399875 0.020678857450796288 0.015180626911177967 -0.013221784300772695 0.015621684864223637 0.0077434007038623158 0.012714986776504546 0.01694556816861869 0.017577100989005796 0.0075019192933588191 0.011916247735361244 -0.0059642834647818076 -0.0040405621965734937 0.014062193346818398 0.016838227805630129 0.023625256555761087 0.016670432886503803
leaf_weight=56 56 74 72 52 69 52 58 55 62 55 62 54 74 71 130 90 91 122 53 52 208 56 71 331 724 54 64
leaf_count=56 56 74 72 52 69 52 58 55 62 55 62 54 74 71 130 90 91 122 53 52 208 56 71 331 724 54 64
internal_value=0 0.00196083 -0.00253274 0.00928849 0.0147906 0.00709532 0.0152356 0.0148688 0.000407953 0.0151168 0.00466723 0.015972 0.0119359 -0.00921647 0.0134011 0.0121645 0.0158856 0.016271 0.0136601 0.012012 0.0133416 -0.00221942 -0.000772787 0.0148388 0.0171049 0.0218436 0.0182502
internal_weight=0 755 468 287 2213 121 2092 1982 325 1927 124 1286 231 143 641 428 213 1231 179 126 338 201 145 453 778 110 122
internal_count=2968 755 468 287 2213 121 2092 1982 325 1927 124 1286 231 143 641 428 213 1231 179 126 338 201 145 453 778 110 122
is_linear=0
shrinkage=0.0045638


Tree=55
num_leaves=22
num_cat=0
split_feature=1 2 52 52 14 2 9 0 133 13 2 3 1420 3 1 0 2 1 0 42 1
split_gain=1357.45 534.203 272.287 334.472 185.22 216.339 281.512 175.209 161.156 148.396 127.856 120.557 84.2612 100.904 61.4536 52.9771 50.5524 141.917 41.6718 26.9966 20.6781
threshold=0.12988000000000002 0.10052500000000002 -0.41694999999999993 0.029970000000000007 0.073890000000000011 -1.0000000180025095e-35 0.081505000000000008 -0.0058249999999999994 -0.0065299999999999993 -1.0000000180025095e-35 0.12198500000000001 0.11745500000000002 -0.080629999999999993 -0.12077499999999998 0.13831000000000002 -0.089704999999999993 0.08895500000000002 0.085605000000000014 -0.083844999999999989 0.089785000000000018 0.10257000000000001
decision_type=2 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 8 5 6 -1 9 -4 14 15 18 -7 -14 -2 -5 19 -18 -10 -15 -3
right_child=7 2 3 10 -6 12 -8 -9 11 -11 -12 -13 13 16 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.0010655398467286027 -0.0057528326527747546 0.012302045837358043 -0.0043592366395156981 0.017439536839523984 0.020148332495129585 0.019275045754496838 0.01325640714146765 -0.0090079247015712096 0.0043525139119761401 0.0076261357487975891 0.0043979576243986986 -0.00086336703241057257 0.0063926449460600613 0.014057115152932941 0.0012834679415934449 0.011183028549228195 0.012612566412046748 0.0038375445834066485 0.0092332998760986749 0.012280707667924001 0.016223833686705741
leaf_weight=66 55 97 65 52 85 53 74 52 89 65 56 74 60 896 74 102 475 52 89 288 53
leaf_count=66 55 97 65 52 85 53 74 52 89 65 56 74 60 896 74 102 475 52 89 288 53
internal_value=0 0.0115775 0.00769437 0.00598827 0.0128605 0.0125451 0.00650425 -0.000788978 0.00271875 0.00141376 0.0109234 0.00454464 0.0130087 0.0128212 -0.00171609 0.013296 0.0130466 0.0117468 0.00679321 0.0136251 0.0136881
internal_weight=0 2726 677 527 2049 1964 140 246 317 194 210 252 1824 1771 129 154 1711 527 178 1184 150
internal_count=2972 2726 677 527 2049 1964 140 246 317 194 210 252 1824 1771 129 154 1711 527 178 1184 150
is_linear=0
shrinkage=0.00504195


Tree=56
num_leaves=18
num_cat=0
split_feature=1 150 1 3 15 3 15 148 132 16 0 376 15 1 457 15 0
split_gain=939.013 312.432 322.916 166.987 165.744 147.183 171.82 124.211 117.197 187.233 112.643 132.642 104.527 94.162 25.3357 17.1703 13.7976
threshold=0.12988000000000002 0.082965000000000025 0.085410000000000014 0.12168500000000002 -0.38214499999999996 0.28833000000000003 -0.15973499999999999 -0.062044999999999996 0.082230000000000011 -0.037309999999999989 -0.15530999999999998 0.048375000000000008 -0.092099999999999987 0.10970000000000001 0.041025000000000006 0.081625000000000017 -0.083694999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 4 -1 6 -2 -4 10 15 -6 13 -9 -12 -3 -10 -14
right_child=5 2 7 -5 8 -7 -8 12 9 -11 11 -13 16 -15 -16 -17 -18
leaf_value=0.0030836215499635187 -0.0025886784691763675 0.01026096959089339 -0.0053426031662871364 0.0026787120741672507 0.017522018461206414 -0.006433222514767128 0.0087495255580695968 -0.0016074008869428652 0.0095067892177526474 0.0012996676874049535 0.011642248267335569 0.0033583315529890933 0.0090263065527985166 0.017394503150622936 0.015342441901223906 0.01358301104272828 0.0051719058561812024
leaf_weight=70 90 56 55 68 102 86 70 62 53 82 1793 55 58 88 60 72 52
leaf_count=70 90 56 55 68 102 86 70 62 53 82 1793 55 58 88 60 72 52
internal_value=0 0.0103662 0.0055224 0.0110634 0.0113097 -0.000706388 0.00237142 0.00175729 0.0115661 0.00767404 0.0119614 0.0116684 0.00402794 0.0119114 0.0128898 0.0118552 0.00720475
internal_weight=0 2726 343 2383 2315 246 160 227 2245 207 2038 1936 172 1881 116 125 110
internal_count=2972 2726 343 2383 2315 246 160 227 2245 207 2038 1936 172 1881 116 125 110
is_linear=0
shrinkage=0.00542787


Tree=57
num_leaves=30
num_cat=0
split_feature=1 2 10 10 2 16 16 0 2 150 11 16 15 1 123 2 12 16 157 43 16 16 16 13 11 15 42 15 0
split_gain=674.569 190.997 172.175 186.136 246.035 128.414 182.76 104.16 154.207 86.0638 160.137 138.472 67.2197 61.4373 49.4119 45.7532 42.3851 38.7785 39.7508 36.2761 35.0257 34.6135 33.6476 30.2089 18.1003 21.626 17.8752 17.8606 4.48572
threshold=0.11690500000000002 0.10052500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.11657500000000001 0.25968500000000005 -0.014854999999999998 -0.075134999999999993 -1.0000000180025095e-35 0.089810000000000015 0.078065000000000009 -0.013125 0.098550000000000013 0.084815000000000015 0.090655000000000013 0.11523000000000001 0.086730000000000015 0.092980000000000021 -0.004729999999999999 0.0049250000000000014 -0.11400999999999999 -0.38959499999999997 -0.053299999999999993 -1.0000000180025095e-35 0.08235000000000002 -0.069814999999999988 -0.10868499999999999 -1.0000000180025095e-35 -0.070304999999999992
decision_type=2 2 2 2 2 2 2 2 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 6 12 9 -9 10 16 -11 15 -8 23 21 19 22 -19 20 -1 -3 28 -6 25 -7 -18 -28 -10
right_child=2 5 3 -5 14 24 13 8 17 11 -12 -13 -14 -15 -16 -17 26 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=0.014007334881612708 -0.0050260545504786898 0.009442312679280895 0.012355537548498876 -0.0055306407832582047 0.0010217231792130149 0.010047741756075588 0.002939827075689511 1.6770721938261841e-05 0.0071005718180237988 -0.00077510602409374817 0.017844026969983162 0.0097264426723402235 0.010595160506614104 -0.0041616762072600993 -0.0023558788183705688 0.0018111838567292796 0.011296978873866628 0.013393683681670463 0.0075152184351496929 0.0063122181242708554 0.010174193517023318 0.0044881188358547675 0.0034357042989328966 0.005958290565603242 0.011028993258377327 0.006052622821689977 0.0074096201641578111 0.0089534005405478446 0.0091417942682999968
leaf_weight=65 87 58 71 53 66 59 52 74 52 52 55 73 64 68 55 77 54 52 60 52 517 83 57 55 63 74 293 478 53
leaf_count=65 87 58 71 53 66 59 52 74 52 52 55 73 64 68 55 77 54 52 60 52 517 83 57 55 63 74 293 478 53
internal_value=0 0.00802825 0.00106555 0.00283229 0.00462697 0.00559105 0.00399939 0.00876172 0.00631744 0.00928067 0.00960455 0.00535738 0.00616268 -0.00108392 0.0015089 0.00486117 0.00929391 0.00801889 0.010245 0.0102506 0.0106024 0.00652639 0.00647954 0.00326605 0.00885532 0.00782529 0.00855865 0.00836679 0.0081314
internal_weight=0 2585 387 300 247 598 402 1987 348 1639 1514 125 282 120 176 218 1459 274 112 634 582 141 162 121 196 133 825 771 105
internal_count=2972 2585 387 300 247 598 402 1987 348 1639 1514 125 282 120 176 218 1459 274 112 634 582 141 162 121 196 133 825 771 105
is_linear=0
shrinkage=0.00491831


Tree=58
num_leaves=25
num_cat=0
split_feature=4 3 39 42 12 3 12 4 3 3 39 3 52 0 4 12 12 0 3 150 0 133 475 47
split_gain=6176.02 1872.69 1154.93 304.838 249.489 538.82 257.287 222.378 181.995 178.511 181.761 157.938 151.456 120.47 85.1138 67.2037 51.7116 49.0435 47.5434 27.4875 27.3494 19.3586 16.4729 11.8978
threshold=0.31392000000000003 0.28833000000000003 0.055555000000000007 -0.0047199999999999994 0.056995000000000011 -0.011259999999999997 0.093125000000000013 -0.029404999999999997 0.093925000000000022 0.31819000000000003 0.088025000000000006 -0.14884499999999998 -0.031059999999999997 -0.10934999999999999 -0.0014249999999999998 0.11498000000000001 0.087855000000000003 -0.068189999999999987 -0.115685 0.081245000000000026 -0.069414999999999991 0.093995000000000009 -0.018194999999999996 0.092645000000000019
decision_type=2 2 2 2 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 22 -9 10 19 -6 17 -13 15 18 -15 -5 -8 20 -2 23 -7 -16
right_child=9 -3 3 12 6 7 14 8 -10 -11 -12 13 -14 16 21 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0090329029949951026 0.0071393131737196034 0.0011532251268153177 0.019774292386995726 0.0096316296650028783 0.02749561677177129 0.026158928270256839 0.023761754291996531 0.021440635546885016 0.012518867996290831 -0.0030204283347469866 -6.2365517118415005e-06 0.017388408105764801 0.014763189203492077 0.023203115794811956 0.019707150258362543 0.016741402343961986 0.021639640681499338 0.0046076831274659419 0.020586835631912499 0.0086413705858185159 0.0034548364207993587 0.016596894141677095 0.023248370360255143 0.01745145281807748
leaf_weight=71 58 72 54 52 85 52 81 70 58 62 98 67 52 675 83 53 521 56 344 52 54 91 57 54
leaf_count=71 58 72 54 52 85 52 81 70 58 62 98 67 52 675 83 53 521 56 344 52 54 91 57 54
internal_value=0 0.0198839 0.0204074 0.0121238 0.0211579 0.018032 0.0216266 0.0207278 0.0173983 0.00266085 0.00400542 0.0225806 0.0095415 0.0222498 0.0198052 0.0206986 0.0225221 0.00702699 0.021192 0.00640288 0.00536322 0.0179319 0.0246373 0.0188183
internal_weight=0 2648 2576 214 2362 308 2054 237 128 324 262 1348 160 1263 706 478 1196 108 425 164 112 228 109 137
internal_count=2972 2648 2576 214 2362 308 2054 237 128 324 262 1348 160 1263 706 478 1196 108 425 164 112 228 109 137
is_linear=0
shrinkage=0.00372357


Tree=59
num_leaves=31
num_cat=0
split_feature=1 14 12 34 2 14 1 157 12 2 1 2 151 1 2 47 43 42 42 474 1 402 49 129 402 156 43 1213 1213 2
split_gain=682.577 254.719 294.41 221.373 212.972 154.449 110.923 118.195 62.0202 54.081 116.116 53.3824 48.7238 41.8834 33.9367 31.1383 30.8253 29.0566 22.9699 22.7196 20.5433 17.7629 16.577 15.2648 12.7602 11.5022 8.25763 4.73844 2.3288 2.04024
threshold=0.11690500000000002 -0.13131999999999996 0.078120000000000009 -0.016844999999999995 0.12026500000000001 -1.0000000180025095e-35 0.084470000000000003 -0.078454999999999983 0.093185000000000004 0.087635000000000005 1.0000000180025095e-35 0.098180000000000003 -0.08095999999999999 0.10423500000000001 0.11018500000000002 0.085165000000000018 0.076280000000000014 0.097895000000000024 0.086700000000000013 0.085630000000000012 0.12466500000000001 0.086700000000000013 -0.0087399999999999995 0.085135000000000016 0.089785000000000018 0.087080000000000005 -0.040494999999999996 -0.052964999999999991 -1.0000000180025095e-35 0.094010000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 20 -6 11 -8 9 16 19 -3 13 -9 22 17 24 21 -7 27 -5 23 -14 -10 25 -4 -19 -11 -26 -28
right_child=3 2 8 4 5 18 7 12 15 10 -12 -13 14 -15 -16 -17 -18 26 -20 -21 -22 -23 -24 -25 28 -27 29 -29 -30 -31
leaf_value=0.021436952698168338 -0.0085757978819710184 0.012936961654984439 0.011378017840146729 0.0068800577023883499 0.0065588709926729747 -0.0016242373858106583 -0.003862354145359498 -0.0014824251302151354 0.010119716238159375 0.011231889052846476 0.0015425469485917888 0.0058587825989887205 0.0056514110826488984 0.00539510169444534 0.0027562652263132801 0.0055509382004909113 0.01553548566679655 0.005946807967405477 -0.0062379859315004182 0.013170586990188702 0.011510031938262565 0.013009544218353691 0.0092721317324886941 0.0069656446626985384 0.012264052884429369 0.0089749268947581333 0.0091510591560322093 0.0095087407364089702 0.013864021392733815 0.0075947879861840784
leaf_weight=54 57 75 603 58 72 83 52 52 290 59 52 59 63 58 52 81 61 74 56 73 61 55 104 57 53 69 53 320 63 53
leaf_count=54 57 75 603 58 72 83 52 52 290 59 52 59 63 58 52 81 61 74 56 73 61 55 104 57 53 69 53 320 63 53
internal_value=0 0.00947634 0.00922113 0.00155136 0.00330077 -5.63991e-05 0.00546558 0.00393363 0.0101805 0.010864 0.00941929 0.00982089 0.005166 0.00214337 0.00668395 0.00878561 0.0117215 0.0092357 -0.00348344 0.0103253 0.00925391 0.0100682 0.00790659 0.00960178 0.0114262 0.0111314 0.00737618 0.00977715 0.0131335 0.00837348
internal_weight=0 2585 2531 387 330 211 515 381 2016 1353 504 134 329 110 219 663 849 582 139 452 119 402 167 347 788 672 180 379 116 106
internal_count=2972 2585 2531 387 330 211 515 381 2016 1353 504 134 329 110 219 663 849 582 139 452 119 402 167 347 788 672 180 379 116 106
is_linear=0
shrinkage=0.00556511


Tree=60
num_leaves=27
num_cat=0
split_feature=1 1 1 150 47 52 15 14 15 4 13 47 43 43 4 4 4 4 51 4 15 43 15 43 43 13
split_gain=5160.23 834.22 527.808 491.689 363.452 264.247 258.592 240.781 150.682 147.659 144.713 262.645 144.38 123.453 103.107 99.1426 187.863 75.152 72.6112 41.4956 41.4691 69.7825 30.438 22.3775 20.3953 15.7291
threshold=0.10575500000000002 0.12313000000000002 0.090650000000000022 0.083205000000000015 0.085585000000000008 -0.22118499999999996 -0.41725999999999991 0.064610000000000015 0.033605000000000003 0.018150000000000003 0.076825000000000018 0.081905000000000019 -0.049999999999999996 -0.084114999999999981 0.40996000000000005 -0.111135 -0.47860499999999995 0.18095500000000003 0.11391500000000002 0.022635000000000006 -0.14868999999999996 -1.0000000180025095e-35 -0.052239999999999988 0.00042000000000000007 -0.068344999999999989 -0.069444999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 8 6 -2 12 9 10 15 11 -4 -3 -7 19 16 -1 22 20 -15 -17 -22 25 24 -10 -11
right_child=1 4 3 -5 -6 13 -8 -9 23 17 -12 -13 -14 14 -16 18 -18 -19 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=0.025391179989731651 0.021282345401477169 0.0014836847634469694 0.010010118645250974 0.010491826210395926 0.012378467722448227 0.0068073192901340375 -0.0025022290757055711 0.031130443277749678 0.023197592931292924 0.022092333345169947 0.023973675403535611 0.021671803436378395 0.010629375587911813 0.01402258137169206 0.010434934710724091 0.027970855085065745 0.015374493935573158 0.023996255420005764 0.020127844667360832 0.018681179626966773 0.024839825824728188 0.02262434463555546 0.017123470619843102 0.021731739200885485 0.02673604039953947 0.019366914011273485
leaf_weight=61 66 52 59 90 75 52 101 68 53 59 54 65 59 71 91 52 59 84 65 54 971 298 61 52 52 81
leaf_count=61 66 52 59 90 75 52 101 68 53 59 54 65 59 71 91 52 59 84 65 54 971 298 61 52 52 81
internal_value=0 0.00981124 0.0228188 0.0187957 0.00480832 0.01411 0.00213 0.0237385 0.0210264 0.0234579 0.0185052 0.0161234 0.00634529 0.0123436 0.0136762 0.0239578 0.0204667 0.0208158 0.0242601 0.0160354 0.0244634 0.0243196 0.0194865 0.0238846 0.0249504 0.0205158
internal_weight=0 621 2284 425 287 334 212 1859 335 1791 178 124 111 268 216 1506 120 285 1386 125 1321 1269 201 157 105 140
internal_count=2905 621 2284 425 287 334 212 1859 335 1791 178 124 111 268 216 1506 120 285 1386 125 1321 1269 201 157 105 140
is_linear=0
shrinkage=0.00400108


Tree=61
num_leaves=31
num_cat=0
split_feature=1 155 50 2 156 483 16 16 133 158 2 13 1 13 133 1429 150 484 51 42 16 2 401 42 133 13 156 13 13 2
split_gain=811.352 263.059 330.627 169.878 93.4569 101.154 109.009 211.821 81.8447 70.9911 80.865 69.8272 68.277 46.7291 34.4577 33.8208 34.0805 31.4977 28.5722 27.1317 44.5633 28.5604 23.0734 20.6486 32.0557 27.3901 19.0566 15.6689 14.3375 7.6396
threshold=0.092845000000000025 0.084710000000000021 0.021890000000000003 0.17553000000000005 0.10280000000000002 0.085615000000000011 -0.0092499999999999978 0.038245000000000008 0.087015000000000023 1.0000000180025095e-35 0.092385000000000009 0.055610000000000007 0.12000500000000001 -0.017354999999999999 -0.0081099999999999974 0.084845000000000018 0.10233000000000002 0.024650000000000002 0.10570500000000001 0.086310000000000012 -0.0021749999999999994 0.085505000000000012 0.083100000000000021 1.0000000180025095e-35 0.10079500000000001 -0.010284999999999997 0.08573500000000002 -0.081879999999999994 -0.087579999999999977 0.090215000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 5 6 12 -8 18 10 15 17 -2 14 -11 16 19 23 -4 20 26 -22 28 25 27 -12 -1 -25 -21 -16
right_child=1 -3 8 -5 -6 -7 7 -9 -10 13 11 -13 -14 -15 29 -17 -18 -19 -20 22 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0094781885321122902 0.0038208745875913256 0.011005736182907334 0.0085392462302500728 -0.006341974143670286 0.0081073248131752866 0.0066535909746604895 -0.010056747024448507 0.0013353710533027822 0.0042485391508282153 0.013410625177281373 0.0039218524126420065 0.0033602884006097592 -0.00078274110828733515 0.01506423723121054 0.0099031133690556591 0.0064385298172849152 0.0059281753859447119 0.011227815136149392 0.013091508457172434 0.0097453252168729545 0.01529883240968811 0.010822707874017276 0.011249594445026705 0.011034356527531868 0.0059658731389747241 0.0079006104918484359 0.012404567995103564 0.0080259396486401131 0.0073577367935626966 0.0075453093098069154
leaf_weight=557 222 98 62 56 52 74 52 111 65 52 68 87 102 58 69 80 53 55 58 77 55 71 60 79 81 84 53 72 189 53
leaf_count=557 222 98 62 56 52 74 52 111 65 52 68 87 102 58 69 80 53 55 58 77 55 71 60 79 81 84 53 72 189 53
internal_value=0 0.00377744 0.00294791 0.00142372 0.00213322 0.00157939 0.000808255 -0.00229862 0.00845943 0.0090221 0.00869592 0.00717363 0.00237143 0.0114416 0.0102337 0.00936594 0.00957593 0.00792923 0.0107399 0.00975793 0.0102538 0.012777 0.00863827 0.00745665 0.00833154 0.00612097 0.00973253 0.00960021 0.00804907 0.00887923
internal_weight=0 952 854 669 613 561 487 163 185 1953 1721 526 324 232 174 1195 1115 439 120 1062 736 126 326 384 232 152 610 151 266 122
internal_count=2905 952 854 669 613 561 487 163 185 1953 1721 526 324 232 174 1195 1115 439 120 1062 736 126 326 384 232 152 610 151 266 122
is_linear=0
shrinkage=0.00465801


Tree=62
num_leaves=15
num_cat=0
split_feature=15 13 123 48 147 15 15 15 13 15 11 48 15 133
split_gain=4240.23 1932.19 1342.56 1024.7 622 302.895 196.387 253.16 281.894 182.455 157.413 149.44 91.504 88.4126
threshold=-0.26361999999999991 -0.23438999999999996 0.080635000000000012 0.12737000000000001 0.088565000000000019 -0.42443999999999993 0.015700000000000002 -0.19631499999999999 -0.077614999999999976 -0.50173499999999993 0.074925000000000005 0.08956500000000002 0.092365000000000017 0.087015000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 11 3 4 6 9 7 -3 -9 -1 12 -2 -8 -4
right_child=1 2 13 -5 -6 -7 10 8 -10 -11 -12 -13 -14 -15
leaf_value=0.067735314076097355 0.075131995237630728 0.095513664482802407 0.078495223315087653 0.073133389529091597 0.07818359957917366 0.062162684586324318 0.090433071971012538 0.089394417799978906 0.085552999320078454 0.075703314035413319 0.096160930127746763 0.066429188185707311 0.087994213845536948 0.07253648704348109
leaf_weight=79 65 57 96 68 87 63 615 497 654 92 56 53 363 60
leaf_count=79 65 57 96 68 87 63 615 497 654 92 56 53 363 60
internal_value=0 0.086423 0.0871255 0.0878363 0.0882655 0.0693681 0.0886567 0.0876035 0.0872118 0.0720224 0.0898872 0.0712235 0.0895279 0.0762037
internal_weight=0 2671 2553 2397 2329 234 2242 1208 1151 171 1034 118 978 156
internal_count=2905 2671 2553 2397 2329 234 2242 1208 1151 171 1034 118 978 156
is_linear=0
shrinkage=0.00384151


Tree=63
num_leaves=27
num_cat=0
split_feature=2 2 2 0 2 0 0 16 16 52 0 2 2 52 16 52 0 16 52 0 16 0 2 43 0 16
split_gain=7040.4 3623.87 1414.96 942.113 896.102 729.203 667.526 839.345 333.001 187.401 167.007 161.543 229.934 140.534 113.454 112.568 89.3535 93.9393 79.5111 69.8317 48.2779 39.4997 35.0174 34.114 20.225 19.4146
threshold=0.12026500000000001 -1.0000000180025095e-35 0.099845000000000003 -0.13619499999999998 0.15616000000000005 -0.085264999999999994 -0.063204999999999983 -0.084294999999999995 0.061775000000000004 -0.53299999999999992 -0.14920999999999998 0.076510000000000009 0.089795000000000014 0.024870000000000003 -0.11227499999999999 -0.093534999999999993 -0.095199999999999993 0.41068500000000002 -0.15086999999999998 -0.13165999999999997 -0.094469999999999985 -0.098749999999999991 0.091525000000000009 0.0085250000000000031 -0.066734999999999975 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 2
left_child=1 6 11 10 5 -2 7 -1 -7 -5 -4 16 14 15 -13 -11 -3 23 -14 -20 -16 -22 -21 25 -15 -18
right_child=4 2 3 9 -6 8 -8 -9 -10 13 -12 12 18 24 20 -17 17 -19 19 22 21 -23 -24 -25 -26 -27
leaf_value=0.063283338505082692 0.060558553165614259 0.079107119934771888 0.073986672157709543 0.086776112147307835 0.055259115176604187 0.068930858424860922 0.060440019364719121 0.083846921612509645 0.080248249205149336 0.081751347397150689 0.065888784233823897 0.091366719202483834 0.087601833766815032 0.083821383390604479 0.083424622231883003 0.074691626752449169 0.086036059753029276 0.079623253817834902 0.079878750732878506 0.08608577998110957 0.090088258898948309 0.086896637216811179 0.083409190560627636 0.082790830635958948 0.080986478820113561 0.083795318943228003
leaf_weight=53 95 52 82 80 98 84 94 57 63 52 62 88 78 95 52 79 230 53 63 95 59 683 246 83 57 72
leaf_count=53 95 52 82 80 98 84 94 57 63 52 62 88 78 95 52 79 230 53 63 95 59 683 246 83 57 72
internal_value=0 0.0827577 0.0840571 0.0785509 0.0647483 0.0685908 0.0677193 0.0739394 0.0737814 0.0817444 0.0705004 0.0855628 0.0862217 0.0803219 0.0873516 0.0774943 0.0837285 0.0842771 0.084154 0.0834882 0.0869065 0.0871505 0.084155 0.0849176 0.0827586 0.085502
internal_weight=0 2565 2361 507 340 242 204 110 147 363 144 1854 1364 283 882 131 490 438 482 404 794 742 341 385 152 302
internal_count=2905 2565 2361 507 340 242 204 110 147 363 144 1854 1364 283 882 131 490 438 482 404 794 742 341 385 152 302
is_linear=0
shrinkage=0.00371875


Tree=64
num_leaves=28
num_cat=0
split_feature=1 1 39 16 47 1 1 0 14 0 10 123 0 0 4 4 0 4 16 4 52 4 0 160 0 160 13
split_gain=10048.5 1500.1 849.943 603.23 474.229 420.173 306.519 456.75 324.572 245.51 212.354 180.059 307.518 295.281 172.652 158.261 139.73 121.066 87.8853 69.3154 58.3818 58.3595 135.953 39.2737 25.6637 11.6352 11.5834
threshold=0.10557500000000002 0.12419000000000001 0.0047850000000000011 0.28127000000000008 0.085585000000000008 0.09258000000000001 0.089745000000000019 -0.10185499999999999 0.064610000000000015 -0.075134999999999993 -0.013164999999999998 0.081630000000000022 -0.12851999999999997 -0.069414999999999991 0.50666500000000003 -0.49010499999999996 -0.044434999999999995 0.024470000000000002 -0.13895999999999997 -0.0023699999999999997 0.24392500000000003 -0.22295999999999996 -0.072924999999999976 0.11215500000000002 -0.11327499999999999 -0.46185499999999996 -0.076534999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 11 10 -4 8 -8 9 17 -3 12 -2 -14 -12 -11 19 20 24 -17 23 -9 26 -1 -19 -22 -23
right_child=1 4 5 -5 -6 -7 7 21 -10 15 14 -13 13 -15 -16 16 -18 18 -20 -21 25 22 -24 -25 -26 -27 -28
leaf_value=0.034125593476953098 0.015360198121987972 0.0005877327572945761 0.029181976192471561 0.030475348294754422 0.017417442056791011 0.016521036726315146 0.021650581040767967 0.034455186700292913 0.040654301161416065 0.035561241713685632 0.012848164238920979 0.013636753755856984 0.030292479511596426 0.018606345403082362 0.0053889720522800793 0.031503346088680745 0.023867968180659383 0.034022740234822775 0.026616412739217787 0.02738694675986093 0.032455058488232921 0.0327813660663012 0.025494037011338986 0.031219971827564263 0.030672293673290461 0.030160613266103465 0.031061916109660404
leaf_weight=1000 94 52 68 64 72 65 77 61 66 53 74 75 52 58 84 152 57 53 52 79 55 99 53 63 65 59 103
leaf_count=1000 94 52 68 64 72 65 77 61 66 53 74 75 52 58 84 152 57 53 52 79 55 99 53 63 65 59 103
internal_value=0 0.0156156 0.031729 0.0206168 0.00953252 0.0229946 0.03227 0.0294273 0.032907 0.032604 0.00682893 0.0183552 0.0200898 0.024131 0.00888276 0.0299044 0.0288633 0.0332874 0.0304767 0.0300957 0.0336933 0.0313221 0.0305725 0.0339534 0.0321775 0.0312679 0.0319048
internal_weight=0 625 2280 343 282 133 2147 393 1754 1688 210 279 204 110 158 341 288 1347 170 231 1177 316 255 1063 118 114 202
internal_count=2905 625 2280 343 282 133 2147 393 1754 1688 210 279 204 110 158 341 288 1347 170 231 1177 316 255 1063 118 114 202
is_linear=0
shrinkage=0.00356013


Tree=65
num_leaves=27
num_cat=0
split_feature=4 123 15 16 15 15 16 4 42 4 15 51 42 4 42 16 133 16 160 42 4 4 15 130 480 15
split_gain=1383.04 326.51 195.286 169.443 120.985 189.751 578.237 305.744 151.673 197.306 104.186 108.908 132.251 92.3046 88.5626 66.817 48.0963 46.2632 34.6833 28.6046 22.2483 22.1761 14.9245 13.2107 11.8892 3.83659
threshold=0.31392000000000003 1.0000000180025095e-35 -0.42443999999999993 -0.5152199999999999 0.025430000000000005 -0.0070899999999999991 0.08215500000000002 -0.012865 0.12462000000000002 -0.14345499999999997 -0.14151499999999997 -0.004559999999999999 0.079335000000000003 0.51292000000000015 -0.04034999999999999 0.26768500000000006 0.087285000000000015 0.041025000000000006 0.041025000000000006 0.090775000000000008 0.0067750000000000006 -0.49911499999999992 -0.069814999999999988 -1.0000000180025095e-35 1.0000000180025095e-35 0.084495000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 13 -4 5 10 7 -7 9 -6 20 15 14 -2 -13 18 -3 23 -12 -14 -1 -8 -17 25 -25 -11
right_child=2 16 3 -5 8 6 21 -9 -10 17 11 12 19 -15 -16 22 -18 -19 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=0.033375868985454069 0.028267494720292191 0.025060052913558895 0.018393180253414736 0.0067297877511919508 0.040669855079762611 0.010151099654802254 0.034928667597156182 0.027202407919950954 0.023578662190267153 0.03488880916992091 0.032737073692868678 0.028984919594630683 0.032314916413659946 0.019606394670643953 0.022517615274670437 0.031570388472375449 0.018811355698666682 0.027828151604167854 0.037426641570775153 0.028620373195495489 0.037672257835116886 0.03052489404308548 0.028189430537365751 0.031786692224511567 0.034267761044203163 0.033107010428813852
leaf_weight=98 55 103 99 56 81 72 85 52 56 52 210 116 176 99 128 59 54 72 58 92 54 54 105 689 61 116
leaf_count=98 55 103 99 56 81 72 85 52 56 52 210 116 176 99 128 59 54 72 58 92 54 54 105 689 61 116
internal_value=0 0.0304061 0.0184262 0.0141797 0.0308795 0.0298025 0.0257143 0.0173021 0.032178 0.0326276 0.0307835 0.0301202 0.0284476 0.0227 0.0255925 0.0321024 0.0229112 0.0319695 0.0337522 0.0310469 0.0349026 0.0332183 0.0294061 0.0322943 0.0319886 0.0336589
internal_weight=0 2643 309 155 2486 1359 263 124 1127 1071 1096 944 512 154 244 432 157 990 268 268 152 139 164 918 750 168
internal_count=2952 2643 309 155 2486 1359 263 124 1127 1071 1096 944 512 154 244 432 157 990 268 268 152 139 164 918 750 168
is_linear=0
shrinkage=0.00535781


Tree=66
num_leaves=20
num_cat=0
split_feature=1 1 4 14 131 4 1 124 47 43 4 4 4 151 47 1 4 157 13
split_gain=2036.15 493.09 334.931 239.894 220.205 200.435 151.609 116.946 91.352 84.2234 70.5117 326.941 77.9523 70.5097 58.0377 45.1594 45.062 42.4838 42.1552
threshold=0.10442000000000001 0.15099500000000002 -0.34140499999999996 0.064610000000000015 0.087705000000000019 0.27120500000000008 0.12288500000000001 -0.080429999999999988 0.080860000000000015 -0.079614999999999977 -0.46195999999999998 -0.111135 0.018150000000000003 0.025200000000000004 0.085585000000000008 0.11189500000000001 0.18095500000000003 -0.0041249999999999993 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 6 7 8 -1 9 -4 17 -12 13 -13 -6 -11 -14 -9 -8
right_child=1 -3 4 -5 14 -7 18 10 -10 15 11 12 16 -15 -16 -17 -18 -19 -20
leaf_value=0.022950943517470141 0.030207005602643749 0.0073199454268298462 0.013745121978798127 0.035531307525683946 0.021795351930166525 0.020038764950049116 0.012464379154799135 0.035108344539358106 0.02513929238156078 0.017416095372559084 0.019101934523173325 0.029393854938017567 0.025651084381041803 0.024122684513990304 0.027702689539620247 0.02277865450674247 0.030326529380643719 0.029689650117324183 0.017356355404185668
leaf_weight=74 68 60 52 96 72 58 92 52 56 55 72 1567 210 53 63 75 52 67 58
leaf_count=74 68 60 52 96 72 58 92 52 56 55 72 1567 210 53 63 75 52 67 58
internal_value=0 0.019586 0.0208312 0.0285809 0.019612 0.0282783 0.0178929 0.0285008 0.0201217 0.0185776 0.0286989 0.0284943 0.0288536 0.0292214 0.0245525 0.0205102 0.0265792 0.0320579 0.0143563
internal_weight=0 651 591 2301 523 2205 388 2147 238 182 2073 1954 1882 1620 135 130 262 119 150
internal_count=2952 651 591 2301 523 2205 388 2147 238 182 2073 1954 1882 1620 135 130 262 119 150
is_linear=0
shrinkage=0.00449024


Tree=67
num_leaves=19
num_cat=0
split_feature=2 9 4 2 12 2 1429 484 11 0 15 48 160 4 475 16 16 1
split_gain=1153.8 531.605 323.3 157.298 168.543 125.897 94.5178 196.228 91.4341 88.814 86.6751 60.1968 65.691 62.843 49.5444 45.8303 37.3162 44.1127
threshold=0.13388500000000003 -1.0000000180025095e-35 0.27258000000000004 0.10052500000000002 -0.0089849999999999982 0.16423500000000002 0.084845000000000018 0.079155000000000017 0.074925000000000005 -0.075914999999999996 -0.10566999999999999 0.085040000000000018 0.035095000000000008 -0.17568999999999999 -0.079029999999999975 -0.43708999999999992 0.51343500000000009 0.10351500000000001
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 9 8 -8 11 -2 15 13 -13 -3 -6 -4 17 -16
right_child=5 2 10 4 14 -7 7 -9 -10 -11 -12 12 -14 -15 16 -17 -18 -19
leaf_value=0.010894195556316702 0.0091447537602514575 0.029635194848912496 0.021478474319145128 0.014478898741845752 0.026410839156931338 0.0066811417819045132 0.025970305179142911 0.013349843807912007 0.028933141908765947 0.016798097440064389 0.012139290135785777 0.023753444873816691 0.018600152578827762 0.024376595751769668 0.021821460734910578 0.015756940192170867 0.024854782072159042 0.017013519194101486
leaf_weight=82 52 53 80 72 58 76 58 53 97 99 55 169 83 1466 227 52 67 53
leaf_count=82 52 53 80 72 58 76 58 53 97 99 55 169 83 1466 227 52 67 53
internal_value=0 0.0227814 0.0231502 0.0236077 0.0211635 0.0116582 0.0241968 0.0199448 0.0244495 0.0141628 0.0171412 0.0242039 0.0220563 0.0245601 0.0223517 0.0192249 0.0216731 0.0209116
internal_weight=0 2725 2643 2456 477 227 1979 111 1868 151 187 1771 252 1519 405 132 347 280
internal_count=2952 2725 2643 2456 477 227 1979 111 1868 151 187 1771 252 1519 405 132 347 280
is_linear=0
shrinkage=0.00474008


Tree=68
num_leaves=17
num_cat=0
split_feature=3 15 148 52 49 0 43 15 15 0 52 12 0 0 13 15
split_gain=632.504 321.357 190.752 163.393 138.914 129.507 89.4372 85.7463 121.813 166.306 178.859 145.113 139.832 68.0281 44.4451 28.2004
threshold=0.28833000000000003 -0.38214499999999996 -0.0084749999999999982 -0.0064899999999999992 0.14321000000000003 -0.10998999999999999 -1.0000000180025095e-35 -0.14051999999999998 0.025430000000000005 -0.13165999999999997 -0.046194999999999993 0.083535000000000012 -0.07385499999999999 -0.10147999999999999 -1.0000000180025095e-35 0.090385000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 7 -2 -1 13 9 10 -9 14 -11 -4 -10 -13
right_child=5 2 4 -5 -6 -7 -8 8 11 12 -12 15 -14 -15 -16 -17
leaf_value=0.0091488487202384689 0.012456588310856342 0.018795821553779093 0.027047540783735047 0.0081323254151770101 0.013501830866172347 0.0025409535434952708 0.016571828971156985 0.0089515987885860661 0.02343680965176834 0.021050840856505545 0.020191441813001986 0.021351658571556766 0.017413428081123384 0.020616151681859873 0.029752935678007381 0.019704376726188064
leaf_weight=86 74 79 76 61 76 55 71 78 54 616 60 525 430 82 53 476
leaf_count=86 74 79 76 61 76 55 71 78 54 616 60 525 430 82 53 476
internal_value=0 0.0193105 0.0197112 0.01415 0.0200194 0.0082294 0.0125061 0.0202216 0.0199811 0.0188893 0.0138389 0.0211476 0.0195556 0.0237101 0.0265658 0.0205684
internal_weight=0 2823 2666 140 2526 129 157 2450 2292 1184 138 1108 1046 158 107 1001
internal_count=2952 2823 2666 140 2526 129 157 2450 2292 1184 138 1108 1046 158 107 1001
is_linear=0
shrinkage=0.00489345


Tree=69
num_leaves=36
num_cat=0
split_feature=3 3 43 0 42 457 133 13 3 43 14 0 3 13 3 3 155 3 123 13 42 51 13 43 133 13 3 133 3 3 43 43 42 133 0
split_gain=3558.47 1448.34 1215.84 380.791 363.008 349.708 242.361 206.386 166.816 247.602 141.098 230.247 168.111 128.946 109.346 104.273 86.9492 76.6613 67.8081 67.299 59.2176 46.6167 44.357 40.0416 24.1152 23.0887 18.1579 16.1317 14.7962 11.4372 8.41887 12.1093 7.26597 3.91594 3.6429
threshold=-0.064349999999999991 0.30863500000000005 -0.041049999999999996 -0.07409499999999998 -1.0000000180025095e-35 0.092565000000000022 -0.0065299999999999993 -0.0083299999999999989 0.11878500000000002 0.0049250000000000014 0.073890000000000011 -0.09712999999999998 -0.096384999999999985 -0.47365999999999991 0.0035100000000000005 -0.031895 0.11198500000000002 -0.115685 0.088795000000000013 -0.049994999999999991 0.08826500000000001 -0.10056999999999998 0.0051600000000000005 -0.16878999999999997 -0.084544999999999981 -0.08008499999999999 -0.081184999999999993 0.089025000000000007 -0.083319999999999991 -0.079724999999999976 -0.018369999999999997 0.0019650000000000002 0.096760000000000013 0.10784000000000001 -0.082689999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 10 -2 8 -5 18 9 14 11 12 -1 -3 -4 -11 17 -8 19 -6 22 -16 27 -24 -14 30 28 29 -19 -13 -22 -32 -28 -27 -29
right_child=1 13 5 6 7 -7 16 -9 -10 15 -12 20 24 -15 21 -17 -18 26 -20 -21 25 -23 23 -25 -26 33 32 34 -30 -31 31 -33 -34 -35 -36
leaf_value=0.01852061570680915 0.022458644909886302 0.0069620046486998264 0.024069391451675921 0.017293451006193915 0.017267354939434338 0.01269426022591736 0.021568601252956 0.0023708277767599865 0.019463655158570667 0.025546028808721061 0.03568878417142031 0.031138311321539758 0.029668973994794005 -0.0024636831466481597 0.03478962265642007 0.016539725324655672 0.030410038799707741 0.026218513162236137 0.007774263939633365 0.010190939337218076 0.028085386170452618 0.029669647423807333 0.030850683513127707 0.025587544513563352 0.025711048444626648 0.026094699145198644 0.024160881560599916 0.028256645588080088 0.029486570366722063 0.02895153460092751 0.031382172125532598 0.028349129731741213 0.026207320096791928 0.027593658009450288 0.02994940478976587
leaf_weight=69 56 63 58 80 63 52 98 64 82 55 68 609 56 60 57 54 78 67 53 52 100 112 52 75 79 90 70 59 53 56 59 54 80 66 53
leaf_count=69 56 63 58 80 63 52 98 64 82 55 68 609 56 60 57 54 78 67 53 52 100 112 52 75 79 90 70 59 53 56 59 54 80 66 53
internal_value=0 0.0170112 0.019388 0.028053 0.0119424 0.0239503 0.0246706 0.00940383 0.0253504 0.0267869 0.0292045 0.028906 0.024366 0.00236371 0.0295248 0.0210846 0.0259938 0.0250576 0.0120828 0.014068 0.0296335 0.0313968 0.0302683 0.0277429 0.0273532 0.0280782 0.0263238 0.030681 0.0276623 0.0309542 0.0290659 0.0299332 0.0252526 0.0267292 0.0290581
internal_weight=0 881 758 2071 288 470 526 232 418 336 1545 1477 204 123 227 109 446 368 168 115 1273 169 904 127 135 369 270 777 120 665 213 113 150 156 112
internal_count=2952 881 758 2071 288 470 526 232 418 336 1545 1477 204 123 227 109 446 368 168 115 1273 169 904 127 135 369 270 777 120 665 213 113 150 156 112
is_linear=0
shrinkage=0.00460173


Tree=70
num_leaves=16
num_cat=0
split_feature=2 9 3 15 2 14 0 15 0 15 0 0 151 15 2
split_gain=2438.19 1226.88 658.18 460.744 433.444 334.68 461.203 320.864 216.288 253.209 163.273 122.004 173.855 77.9917 74.6289
threshold=0.12026500000000001 -1.0000000180025095e-35 0.11745500000000002 -0.2987999999999999 0.17730000000000004 0.073890000000000011 -0.13165999999999997 -0.11124499999999998 -0.084114999999999981 -0.11277999999999998 -0.14867499999999997 -0.076734999999999984 -0.012264999999999998 -0.19153499999999998 0.092005000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 8 6 7 -5 13 -10 -9 14 -13 -2 -8
right_child=4 2 -4 5 -6 -7 11 10 9 -11 -12 12 -14 -15 -16
leaf_value=0.0062240558580592331 0.011440827354714344 0.01122615349757464 0.012615949160992422 0.027025499584303687 -0.001577029499035397 0.033751191419524949 0.026648685909792108 0.018251007143507737 0.008889663734064317 0.020657946248646697 0.0078949564698657694 0.015923713693990513 0.024470967621540472 0.0033636413273448362 0.023885698408403957
leaf_weight=84 52 53 100 59 56 94 1195 81 66 100 56 57 564 52 259
leaf_count=84 52 53 100 59 56 94 1195 81 66 100 56 57 564 52 259
internal_value=0 0.0237542 0.0243389 0.0248237 0.0102274 0.0251284 0.0247715 0.0179339 0.0126759 0.0159793 0.0140182 0.0254174 0.0236865 0.00740271 0.0261566
internal_weight=0 2602 2518 2418 326 2365 2271 196 270 166 137 2075 621 104 1454
internal_count=2928 2602 2518 2418 326 2365 2271 196 270 166 137 2075 621 104 1454
is_linear=0
shrinkage=0.0046626


Tree=71
num_leaves=26
num_cat=0
split_feature=1 1 52 2 14 133 14 43 0 0 1 0 2 0 43 13 0 0 156 52 52 0 52 0 13
split_gain=1210.99 328.151 194.012 136.132 151.55 121.625 104.718 96.6366 94.976 85.5445 77.2092 113.341 47.4114 64.1312 59.9899 36.7642 58.7259 35.6433 34.7151 21.3105 16.0191 15.404 11.9946 7.26844 1.93817
threshold=0.10075500000000003 0.13654500000000003 -0.40011499999999994 1.0000000180025095e-35 -1.0000000180025095e-35 0.087015000000000023 0.073890000000000011 -1.0000000180025095e-35 -0.072924999999999976 -0.06563999999999999 0.089625000000000024 -0.096109999999999987 0.092320000000000013 0.056895000000000008 -0.14143999999999998 -0.100615 -0.10726999999999999 -0.067434999999999981 0.088735000000000022 0.08869500000000001 -0.45635499999999996 -0.22163999999999998 0.042815000000000006 -0.081994999999999985 -0.071564999999999976
decision_type=2 2 2 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 5 -5 8 10 -6 -4 -3 12 -12 15 14 -14 -1 -17 23 19 -18 -16 -9 -22 -13 -25
right_child=1 9 3 4 7 -7 -8 21 -10 -11 11 17 13 -15 20 16 18 -19 -20 -21 22 -23 -24 24 -26
leaf_value=0.021118319627341866 0.017898583182706183 0.0086417575628145917 0.019812756183811599 0.014331613891094736 0.0034475341956602145 0.00823543451818156 0.021444702409350321 0.0076840903922512638 0.012484550940505875 0.0023072111709525555 0.010006112631339563 0.018201983673014281 0.020977638793134388 0.011564591725202541 0.018301516610269186 0.013228310517127828 0.018195082832627461 0.012860701252875221 0.014539611337406558 0.01668500442475087 0.014892171043964623 0.010852748335387123 0.016352313063184465 0.017067534884111193 0.015966355189481557
leaf_weight=53 89 71 64 73 88 57 92 52 74 99 77 63 52 57 53 63 733 52 67 242 190 70 260 52 85
leaf_count=53 89 71 64 73 88 57 92 52 74 99 77 63 52 57 53 63 733 52 67 242 190 70 260 52 85
internal_value=0 0.0103196 0.0119285 0.0108168 0.00886571 0.0136481 0.0168448 0.00696544 0.0158835 0.00495309 0.0166431 0.0146833 0.0170074 0.0160152 0.0164722 0.0175317 0.0173597 0.0161122 0.0176094 0.0178203 0.0160063 0.00950256 0.0157359 0.0169574 0.0163847
internal_weight=0 737 567 478 283 195 2191 210 138 170 2099 329 1770 612 555 1158 1105 252 1042 975 503 122 450 200 137
internal_count=2928 737 567 478 283 195 2191 210 138 170 2099 329 1770 612 555 1158 1105 252 1042 975 503 122 450 200 137
is_linear=0
shrinkage=0.00440332


Tree=72
num_leaves=15
num_cat=0
split_feature=15 13 39 150 13 15 150 48 43 13 49 15 12 43
split_gain=462.545 322.692 193.235 107.912 156.825 138.658 95.5619 98.8996 78.0073 87.2605 72.134 54.3683 44.7151 38.6826
threshold=-0.26361999999999991 -0.17030499999999998 0.093785000000000021 0.082085000000000019 -0.14258499999999999 -0.092099999999999987 -0.07009 -0.078904999999999989 -0.049999999999999996 -0.0073899999999999999 -0.067149999999999987 -0.080264999999999989 0.087915000000000007 -0.078039999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 11 3 4 -3 -5 -6 -8 -1 -10 13 -2 -9 -7
right_child=1 2 -4 5 6 10 7 12 9 -11 -12 -13 -14 -15
leaf_value=0.0041782757476615849 0.010670726717268143 0.024198760413426355 0.0079782461996973104 0.0060228452160521065 0.010741635228603918 0.014694476750475447 0.022624908727886896 0.016647146981396858 0.0062138553148102377 0.01432244262139485 0.011125651117517772 0.0038366482890034308 0.015128298582763494 0.020049287893387023
leaf_weight=98 52 56 87 61 92 90 54 838 70 63 97 66 1150 54
leaf_count=98 52 56 87 61 92 90 54 838 70 63 97 66 1150 54
internal_value=0 0.0149305 0.0153002 0.0155558 0.0159421 0.0127547 0.0157254 0.0159499 0.00756217 0.0100552 0.0144583 0.00684873 0.0157686 0.0167029
internal_weight=0 2697 2579 2492 2190 302 2134 2042 231 133 241 118 1988 144
internal_count=2928 2697 2579 2492 2190 302 2134 2042 231 133 241 118 1988 144
is_linear=0
shrinkage=0.00499715


Tree=73
num_leaves=25
num_cat=0
split_feature=1 52 1 12 14 4 1 14 0 3 0 12 47 0 4 52 3 0 124 151 3 48 13 52
split_gain=3119.51 692.849 411.858 399.912 175.185 163.568 262.398 150.843 126.203 117.679 112.485 88.0458 138.337 89.7274 81.2783 71.4401 65.5141 63.481 59.284 58.6423 35.685 28.3572 22.2771 8.33228
threshold=0.10075500000000003 -0.40891499999999997 0.13654500000000003 0.088365000000000013 0.073890000000000011 0.018150000000000003 0.083670000000000008 -1.0000000180025095e-35 0.064400000000000013 0.093925000000000022 -0.11214999999999999 0.08598500000000002 0.077735000000000012 -0.10114999999999998 0.046185000000000004 -0.032354999999999988 0.0025650000000000004 -0.063819999999999988 -0.082654999999999992 -0.039414999999999999 0.11500500000000001 0.0036150000000000006 -0.081659999999999996 -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=4 -2 3 7 5 8 10 -3 9 11 -7 12 13 -1 -5 -4 18 21 -9 -18 -17 -13 -12 -24
right_child=1 2 15 14 -6 6 -8 16 -10 -11 22 17 -14 -15 -16 20 19 -19 -20 -21 -22 -23 23 -25
leaf_value=0.022818841383153234 0.027367001065378802 0.020295870137305449 0.005655636773825184 0.026929196690914564 0.03221278062997706 0.02977636011153123 0.015575025462126087 0.014251023728254803 0.021677837799694663 0.021695328253167435 0.025781151554040517 0.027149121162102632 0.034813681617619857 0.028569133505625701 0.020408570377709368 0.0089135219156361266 0.01213299207886899 0.022928346020918779 0.0089217888165991355 0.01786680054970757 0.013655292228748853 0.025013925902775982 0.023985418911229472 0.021862566141920749
leaf_weight=53 92 67 56 57 92 73 58 68 79 68 62 879 57 436 80 52 53 76 78 75 59 124 56 78
leaf_count=53 92 67 56 57 92 73 58 68 79 68 62 879 57 436 80 52 53 76 78 75 59 124 56 78
internal_value=0 0.0166616 0.0151345 0.0171041 0.0265788 0.0263319 0.0236211 0.0146863 0.0268321 0.0270726 0.0253558 0.0272975 0.028663 0.027946 0.0231219 0.00949683 0.0133145 0.0266065 0.0114042 0.015493 0.0114343 0.0268852 0.0237091 0.0227501
internal_weight=0 737 645 478 2191 2099 327 341 1772 1693 269 1625 546 489 137 167 274 1079 146 128 111 1003 196 134
internal_count=2928 737 645 478 2191 2099 327 341 1772 1693 269 1625 546 489 137 167 274 1079 146 128 111 1003 196 134
is_linear=0
shrinkage=0.00416973


Tree=74
num_leaves=22
num_cat=0
split_feature=1 4 2 15 9 2 3 3 4 1 16 15 3 3 15 16 16 50 472 16 3
split_gain=786.229 262.568 164.865 230.606 131.057 87.3017 167.081 101.749 84.8773 134.046 79.8789 65.777 69.2113 60.6389 49.5695 45.2631 40.0172 30.4436 30.7507 43.4736 13.6716
threshold=0.10075500000000003 -0.34140499999999996 0.12026500000000001 -0.09053499999999999 -1.0000000180025095e-35 0.10100500000000003 0.0025650000000000004 -0.021559999999999996 0.032770000000000001 0.083670000000000008 -0.46591499999999991 -0.15097999999999998 0.091085000000000013 -0.036264999999999992 -0.42075999999999997 -0.00040499999999999992 0.0060400000000000011 0.12689000000000003 -0.079954999999999984 0.041025000000000006 -0.077344999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 4 14 -3 7 -7 16 11 10 -10 -1 13 17 -4 -15 -6 18 -13 -20 -12
right_child=1 2 3 -5 5 6 -8 -9 9 -11 20 12 -14 15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.017862558971909314 0.014932159403828506 0.0025282841490125718 0.0090337833045643495 -0.0036663527002676151 0.015393775059580967 0.0013323129035100901 0.01126951415339641 0.0064389522916747013 0.015945971964473234 0.0047671550223261049 0.012015757064574913 0.016852056488614455 0.0095719214982574064 0.014091165237290895 0.0040780293553042525 0.019783914967763692 0.010860001383240678 0.010392133431136106 0.013787754631132517 0.011657071060635656 0.0095273983220291111
leaf_weight=72 94 62 82 61 84 62 76 61 89 55 87 56 87 58 81 55 74 63 1248 229 92
leaf_count=72 94 62 82 61 84 62 76 61 89 55 87 56 87 58 81 55 74 63 1248 229 92
internal_value=0 0.00791959 0.00689435 0.00378323 0.00855745 0.0096044 0.00680532 0.011368 0.013283 0.0111561 0.0124671 0.0136508 0.0134819 0.0136809 0.0065714 0.0168624 0.0132707 0.0134556 0.0135815 0.0134574 0.0107371
internal_weight=0 737 643 224 419 357 138 219 2191 323 268 1868 1796 1709 163 113 158 1596 1533 1477 179
internal_count=2928 737 643 224 419 357 138 219 2191 323 268 1868 1796 1709 163 113 158 1596 1533 1477 179
is_linear=0
shrinkage=0.00449181


Tree=75
num_leaves=29
num_cat=0
split_feature=1 1 10 150 47 150 2 11 1 0 2 39 13 42 49 1 0 4 4 43 13 43 1456 42 52 160 52 133
split_gain=3520.46 759.562 515.536 479.132 312.598 297.374 244.249 152.897 163.361 132.322 111.149 105.382 223.136 95.7606 69.147 60.1335 58.3537 45.4958 38.9812 35.7148 35.3654 26.8946 23.9798 59.2253 32.6791 30.0212 24.0154 23.4863
threshold=0.11690500000000002 0.089625000000000024 -1.0000000180025095e-35 1.0000000180025095e-35 0.08593000000000002 -0.07009 0.13154000000000002 0.084475000000000008 0.10373000000000002 -0.14104999999999998 0.091570000000000012 0.089285000000000017 -0.09391999999999999 0.084360000000000004 -0.084784999999999985 0.083250000000000005 0.048235000000000007 -0.012014999999999998 0.012315000000000001 0.0037100000000000002 -0.084184999999999996 -0.037954999999999996 0.078920000000000018 0.08426500000000002 -0.089799999999999977 0.024885000000000001 0.11122500000000002 0.092425000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 5 11 -3 9 8 20 15 22 12 -4 -10 -5 -1 17 19 -16 -12 -7 -22 24 -24 25 -11 -26 -19
right_child=2 3 4 14 -6 7 -8 -9 13 10 16 -13 -14 -15 18 -17 -18 27 -20 -21 21 -23 23 -25 26 -27 -28 -29
leaf_value=0.035311016436606973 -0.00013456767705419254 0.013084453757216055 0.0052524086613677948 0.019314935253401506 0.020644493548379855 0.022525305554114774 0.017458431961419885 0.031708572398404161 0.015782073720599289 0.023990003210609796 0.029350468161081139 0.0056011673547263366 0.017689430758485877 0.024471460124395588 0.015548798282075477 0.028649296555450419 0.021172609405558356 0.026221167371961306 0.00988059220826072 0.025433070801843847 0.025333017792496949 0.028583308002211885 0.034628239612635565 0.027992790262479812 0.029068296105394249 0.028729865897904924 0.026220197630243303 0.023214918786320447
leaf_weight=84 83 52 57 54 99 53 52 75 71 70 165 76 85 52 56 52 53 173 59 83 124 118 53 80 720 58 78 96
leaf_count=84 83 52 57 54 99 53 52 75 71 70 165 76 85 52 56 52 53 173 59 83 124 118 53 80 720 58 78 96
internal_value=0 0.0261781 0.0106535 0.0219282 0.0134784 0.0241465 0.0278481 0.0253132 0.0241656 0.0281541 0.0277692 0.0102238 0.0126975 0.0194561 0.014774 0.0327643 0.0260369 0.0265354 0.0126412 0.0280396 0.0261291 0.0269181 0.0287016 0.0306374 0.0284235 0.0261382 0.02879 0.0251485
internal_weight=0 2531 400 714 317 545 1817 493 418 1765 1629 218 142 123 169 136 570 517 115 248 295 242 1059 133 926 128 798 269
internal_count=2931 2531 400 714 317 545 1817 493 418 1765 1629 218 142 123 169 136 570 517 115 248 295 242 1059 133 926 128 798 269
is_linear=0
shrinkage=0.00486273


Tree=76
num_leaves=21
num_cat=0
split_feature=4 44 12 16 4 159 12 52 4 13 52 13 52 4 158 15 16 156 4 52
split_gain=616.833 326.902 301.993 237.175 250.554 247.828 162.238 140.624 105.278 96.2833 111.963 60.485 60.272 43.6998 35.2835 32.6922 22.4127 25.4555 19.0304 16.9076
threshold=0.27258000000000004 1.0000000180025095e-35 0.056995000000000011 -0.15381999999999998 -0.17568999999999999 0.084250000000000005 0.13936000000000001 -0.087604999999999988 -0.49269499999999994 0.060680000000000005 0.042815000000000006 -0.085349999999999995 0.0035300000000000006 0.032770000000000001 0.078875000000000015 -0.41725999999999991 0.0063750000000000013 0.080810000000000007 0.065755000000000008 -0.53299999999999992
decision_type=2 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 8 -6 -4 10 11 -2 -9 16 18 -13 17 -10 -15 -18
right_child=9 -3 6 4 5 -7 -8 12 13 -11 -12 15 -14 14 -16 -17 19 -19 -20 -21
leaf_value=0.018229476951763954 0.0018688398399133639 0.02413838142145136 0.019401697727136426 0.014203860989558026 0.014432678151932025 -0.0021140649529467329 0.005025321824053003 0.0075450704230949402 0.01338995934018994 0.00024224040069054423 0.012342687506445188 0.0099927388669842215 0.0016629053107270609 0.007951300313166933 0.013860713679041825 0.0050630362811700446 0.013752742644751641 0.015605722313960714 0.011183728300133521 0.011372263668230022
leaf_weight=55 82 54 62 103 58 74 57 149 1207 64 64 54 55 62 85 73 104 133 131 205
leaf_count=55 82 54 62 103 58 74 57 149 1207 64 64 54 55 62 85 73 104 133 131 205
internal_value=0 0.0124481 0.0121996 0.00883017 0.00765246 0.00564399 0.0130131 0.00783539 0.013242 0.00554331 0.00678586 0.005084 0.00595944 0.0130438 0.0112817 0.00715953 0.0133408 0.0136099 0.0101456 0.0121736
internal_weight=0 2594 2540 494 439 336 2046 262 1989 337 273 209 204 1927 278 127 1649 1340 193 309
internal_count=2931 2594 2540 494 439 336 2046 262 1989 337 273 209 204 1927 278 127 1649 1340 193 309
is_linear=0
shrinkage=0.00480113


Tree=77
num_leaves=34
num_cat=0
split_feature=1 1 12 2 1 39 4 4 160 4 1 47 11 2 49 4 2 12 12 4 11 4 133 16 43 133 12 133 47 4 43 43 16
split_gain=812.181 208.284 247.295 122.052 109.827 118.89 101.956 141.5 146.901 81.1681 78.9199 91.4279 73.2716 66.1846 63.423 49.8758 43.6101 39.9089 32.8969 28.5206 24.4697 19.9717 22.9974 14.142 30.7316 43.02 16.9521 14.1893 12.1508 13.7873 6.52843 4.41731 3.13233
threshold=0.12000500000000001 0.089625000000000024 0.087170000000000011 0.13154000000000002 0.15028500000000003 0.087735000000000021 -0.16236499999999995 -0.011369999999999998 -1.0000000180025095e-35 0.046185000000000004 1.0000000180025095e-35 0.077065000000000008 1.0000000180025095e-35 0.083525000000000002 -0.0058449999999999986 0.036605000000000006 0.11657500000000001 0.095775000000000013 -0.085124999999999992 -0.07718499999999999 0.08184000000000001 -0.012014999999999998 0.047685000000000005 -0.11082499999999999 -1.0000000180025095e-35 -0.090054999999999982 0.085905000000000023 0.089625000000000024 0.089730000000000018 -0.050244999999999991 -0.078409999999999994 0.0019650000000000002 -0.080084999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 10 5 9 -3 -8 -9 -2 17 12 13 19 -10 20 -11 23 -7 -12 28 22 -19 26 27 -26 -1 -25 29 31 -28 -4 -23
right_child=4 2 15 -5 -6 18 7 8 14 16 11 -13 -14 -15 -16 -17 -18 21 -20 -21 -22 32 -24 24 25 -27 30 -29 -30 -31 -32 -33 -34
leaf_value=0.017589340839207955 0.014045858692628799 0.014197723147309457 0.014116362379766639 0.0061452671056153102 -0.0014987371319126865 0.0049358221632524292 0.00063462977606303767 0.015682687081016528 0.0035443724020370044 0.0095366405165175291 0.013485791836116461 0.021808009494556295 0.019308033769941745 0.0087835183517507211 0.0098280177929952247 0.010054050952920836 0.0029294511300053581 0.011054263915399334 -0.00039179492114824649 0.018309187378913211 0.017231429819359975 0.011198893781715543 0.014678367933005764 0.014565745208800577 0.013709715846145791 0.0078752246278415653 0.012987091256806294 0.013001326762747005 0.011519500280969706 0.016510516725376366 0.015496802346697553 0.012246744514915118 0.0094941685975325797
leaf_weight=60 53 53 95 52 64 58 80 57 100 53 85 65 76 58 73 89 52 87 64 52 64 52 98 610 92 52 57 204 54 53 53 52 64
leaf_count=60 53 53 95 52 64 58 80 57 100 53 85 65 76 58 73 89 52 87 64 52 64 52 98 610 92 52 57 204 54 53 53 52 64
internal_value=0 0.0129381 0.0107042 0.0138847 0.00455681 0.00594113 0.00762883 0.00650558 0.00854741 0.0088754 0.0141127 0.0163481 0.0150383 0.013374 0.00619617 0.0134469 0.00626503 0.013587 0.00214056 0.015317 0.0143963 0.011928 0.0129744 0.0140297 0.0137874 0.0116032 0.0153945 0.0141737 0.0136817 0.0142653 0.0141968 0.0134554 0.0102588
internal_weight=0 2587 770 1817 344 280 363 310 230 158 1765 336 271 195 173 407 105 1429 122 137 318 301 185 1128 958 144 170 814 254 200 110 147 116
internal_count=2931 2587 770 1817 344 280 363 310 230 158 1765 336 271 195 173 407 105 1429 122 137 318 301 185 1128 958 144 170 814 254 200 110 147 116
is_linear=0
shrinkage=0.00512434


Tree=78
num_leaves=22
num_cat=0
split_feature=1 3 124 1 14 4 4 0 0 39 3 4 0 1 16 0 0 4 133 16 51
split_gain=9059.62 1969.55 720.487 628.185 428.716 398.215 349.757 316.913 268.01 251.924 151.196 136.994 220.217 127.648 102.856 86.8384 80.1964 79.8673 49.4128 32.1036 34.2241
threshold=0.10398500000000001 -0.055389999999999988 -0.080429999999999988 0.13612500000000002 0.073890000000000011 0.41552000000000006 0.018150000000000003 0.14054500000000003 -0.11073999999999999 0.087735000000000021 0.28833000000000003 -0.50393499999999991 -0.077364999999999975 0.083670000000000008 0.25968500000000005 -0.11262999999999999 -0.11825999999999999 0.082475000000000007 0.087045000000000025 -0.10850999999999998 -0.42247999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 9 6 14 7 8 -4 16 -5 -10 -13 15 -2 -8 17 -3 -11 -17 -21
right_child=1 3 4 10 -6 -7 13 -9 11 18 -12 12 -14 -15 -16 19 -18 -19 -20 20 -22
leaf_value=0.011456736942982777 0.01540559610394473 0.0022143579698553212 0.016515459676820103 -0.0015915539997853473 0.031069240951192855 0.0060005660883861245 0.024556706384864901 0.013954906345127109 0.029911791987722956 0.002526353389372845 -0.0093821435188960207 0.024496436974439841 0.021060502493658349 0.013901206371828824 0.021415958660416987 0.020545023463971621 0.011215970147629121 0.0086889230387649733 -0.0026953963034773419 0.019574531493749353 0.015148525507900787
leaf_weight=88 92 55 80 85 95 53 52 55 56 59 70 1182 380 66 84 94 61 63 53 55 53
leaf_count=88 92 55 80 85 95 53 52 55 56 59 70 1182 380 66 84 94 61 63 53 55 53
internal_value=0 0.00607695 0.0224676 0.0012725 0.0229145 0.0154339 0.0225408 0.0232298 0.0235302 0.00467233 -0.00511016 0.023877 0.0236606 0.0187666 0.0182744 0.0200306 0.00756117 0.00567147 5.49727e-05 0.0188653 0.0174029
internal_weight=0 675 2256 446 2168 229 2073 1753 1698 291 155 1618 1562 320 176 254 179 118 112 202 108
internal_count=2931 675 2256 446 2168 229 2073 1753 1698 291 155 1618 1562 320 176 254 179 118 112 202 108
is_linear=0
shrinkage=0.00392512


Tree=79
num_leaves=24
num_cat=0
split_feature=1 1 10 124 0 0 11 3 39 47 3 16 16 11 3 52 50 1 43 16 157 43 43
split_gain=2357.14 472.564 421.591 393.483 294.329 227.462 228.377 210.077 289.883 95.6377 67.4404 60.4156 74.4845 49.3148 79.0947 48.781 38.4418 35.1901 30.0671 29.5271 29.1495 12.5363 10.6839
threshold=0.11690500000000002 0.089625000000000024 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.13619499999999998 0.13304000000000002 1.0000000180025095e-35 0.28833000000000003 0.087735000000000021 0.08593000000000002 0.094635000000000011 0.0097750000000000007 -0.00017499999999999997 0.084800000000000014 -0.092509999999999995 -0.11043499999999999 0.11657000000000002 0.10471000000000001 0.0049250000000000014 -0.016354999999999998 -0.069074999999999984 -0.079614999999999977 0.0062300000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 19 10 6 11 8 9 -4 -5 12 16 14 -6 20 18 22 -1 -3 -13 -22 -16
right_child=2 3 7 4 13 -7 -8 -9 -10 -11 -12 15 -14 -15 17 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.020308351695861839 -0.0013172065409410565 0.0058408635991262772 0.012094504933578944 0.0081116794687264467 0.013134184905912956 0.01148662091833035 0.026433297946135591 0.0029358476257105443 0.0055718613255971655 0.018974646623668375 0.014104565768693591 0.021816520278381307 0.024319095640952342 0.022081197503448547 0.020037256199334205 0.015413875880446678 0.016727007620877966 0.016210864727825212 0.018615254769004188 0.010258814638045727 0.019486273741245574 0.016970505905496577 0.0179502099900677
leaf_weight=971 83 52 85 60 52 60 97 69 96 67 83 54 71 67 206 99 72 74 244 61 68 81 59
leaf_count=971 83 52 85 60 52 60 97 69 96 67 83 54 71 67 206 99 72 74 244 61 68 81 59
internal_value=0 0.0185642 0.00731893 0.0155967 0.0169824 0.0197303 0.0200118 0.00958027 0.0114287 0.0151275 0.0115904 0.0196365 0.0200241 0.0186658 0.0180805 0.0178936 0.0197871 0.018839 0.0199684 0.00822618 0.0191028 0.018119 0.0195728
internal_weight=0 2531 400 714 601 1817 1757 317 248 152 143 1660 1358 458 391 302 1287 339 1215 113 203 149 265
internal_count=2931 2531 400 714 601 1817 1757 317 248 152 143 1660 1358 458 391 302 1287 339 1215 113 203 149 265
is_linear=0
shrinkage=0.00430465


Tree=80
num_leaves=23
num_cat=0
split_feature=1 1 2 16 12 16 51 13 2 9 51 2 0 2 12 12 15 1 16 52 16 51
split_gain=973.495 230.791 172.194 128.584 94.9041 146.353 87.5007 77.7168 95.2491 246.704 80.991 68.3457 68.0208 46.4581 30.9516 30.6281 43.3527 27.5926 24.1219 23.8924 23.5639 9.1696
threshold=0.11366000000000001 0.15190500000000004 0.10836000000000003 0.054560000000000004 0.085465000000000013 -0.0087049999999999992 0.11255500000000002 -0.13871999999999998 -1.0000000180025095e-35 0.037245000000000007 -0.19656999999999999 0.092250000000000013 -0.14076499999999997 0.11523000000000001 0.11534500000000002 0.08598500000000002 -0.11739999999999999 0.083065000000000014 0.052150000000000009 -0.10201499999999998 -0.4136149999999999 -0.020969999999999996
decision_type=2 2 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 6 5 -4 13 -1 9 -9 -10 15 -13 -2 21 16 -12 -14 -17 -5 -15 -6
right_child=1 -3 4 19 14 -7 -8 8 10 -11 11 12 17 20 -16 18 -18 -19 -20 -21 -22 -23
leaf_value=0.017501371393899064 0.0056644826082547992 -0.0036601381083916158 0.010459153708012606 0.0083487318350395391 0.013472804710947552 -3.3887622121987446e-06 0.010026370316904266 0.00065106342567662981 0.019050307921770038 0.015360856057108218 0.018376832638069638 0.0071823125832040091 0.011520294362470179 0.0028751683543047726 0.0080213079381312932 0.01312967162484616 0.013842262829969977 0.015008955964535638 0.010623256813837929 0.013012344247798815 -0.0013669707953787391 0.011072653367438699
leaf_weight=87 90 68 74 52 84 56 52 52 52 57 56 81 325 74 52 781 499 65 104 53 54 70
leaf_count=87 90 68 74 52 84 56 52 52 52 57 56 81 325 74 52 781 499 65 104 53 54 70
internal_value=0 0.00461653 0.0124721 0.00611751 0.00921965 0.00595181 0.00433397 0.0129783 0.0127883 0.00834382 0.0130351 0.0128714 0.0112559 0.00297592 0.0112816 0.0133998 0.0142999 0.0121019 0.0128352 0.0107032 0.00108511 0.0123822
internal_weight=0 443 2495 375 336 130 270 2159 2072 109 1963 1911 471 218 206 1440 555 390 885 105 128 154
internal_count=2938 443 2495 375 336 130 270 2159 2072 109 1963 1911 471 218 206 1440 555 390 885 105 128 154
is_linear=0
shrinkage=0.00488329


Tree=81
num_leaves=22
num_cat=0
split_feature=2 9 2 2 0 133 133 15 16 484 16 13 15 49 0 0 0 13 16 0 50
split_gain=600.626 348.001 167.897 129.95 126.83 97.2412 79.4166 79.3663 67.9423 43.1491 42.1326 40.2244 33.7066 68.3254 153.469 52.2904 40.6402 26.4816 27.3493 21.4812 15.888
threshold=0.14253500000000002 -1.0000000180025095e-35 0.10836000000000003 -0.14339499999999997 -0.086954999999999991 0.0029250000000000005 -0.0036349999999999998 -0.09053499999999999 -0.071129999999999985 -0.084839999999999985 -0.52541999999999989 -0.069029999999999994 0.043560000000000008 0.036605000000000006 -0.13165999999999997 -0.10998999999999999 -0.10228499999999999 -0.076614999999999975 0.41134500000000007 -0.067969999999999989 0.067370000000000013
decision_type=2 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 8 7 -6 -2 10 11 -4 20 13 14 -11 -14 -15 -8 -19 -17 -5
right_child=5 2 4 9 6 -7 17 -9 -10 12 -12 -13 15 16 -16 19 -18 18 -20 -21 -22
leaf_value=0.00037081070458677543 0.0016113619728043212 0.0045459981683838354 0.0029858145974870996 0.010379872744671182 0.004417030069163109 0.0058995050453207448 0.008176396696197975 -0.006323284201276644 -0.00023748853104392476 0.0039502877680805456 0.0084255594363482882 0.016183488663237985 0.014925185278891315 0.014769564541503986 0.010111465064312614 0.010698670072607334 0.01082661107024932 0.014496643378304424 0.010192903179932631 0.013882713369747378 0.013551936101803278
leaf_weight=88 64 79 56 98 53 52 53 53 53 111 79 60 81 79 574 805 253 63 74 52 58
leaf_count=88 64 79 56 98 53 52 53 53 53 111 79 60 81 79 574 805 253 63 74 52 58
internal_value=0 0.00975578 0.0100638 0.0105891 0.00732125 0.00044241 0.00960975 -0.00198253 0.00436297 0.010809 0.00616945 0.0128442 0.0105841 0.0099789 0.00911316 0.0112403 0.011765 0.011058 0.0121724 0.0108919 0.0115596
internal_weight=0 2769 2681 2250 431 169 243 117 188 2171 135 216 1955 1017 685 938 332 190 137 857 156
internal_count=2938 2769 2681 2250 431 169 243 117 188 2171 135 216 1955 1017 685 938 332 190 137 857 156
is_linear=0
shrinkage=0.00479588


Tree=82
num_leaves=19
num_cat=0
split_feature=1 1 12 2 124 2 4 14 2 2 4 4 0 12 2 4 51 2
split_gain=4159.75 811.623 512.882 308.485 270.267 266.161 208.554 178.486 171.239 151.308 139.401 109.344 178.715 104.949 94.6674 85.3724 54.9418 53.3192
threshold=0.10398500000000001 0.12419000000000001 0.085075000000000026 0.16993500000000003 -0.080429999999999988 -1.0000000180025095e-35 0.23355000000000001 0.064610000000000015 0.13270000000000001 0.12860500000000002 -0.0069049999999999988 -0.4950449999999999 -0.060454999999999995 0.09227500000000001 0.092320000000000013 0.056815000000000011 0.081260000000000013 0.11558500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 15 5 -1 -3 7 9 -7 11 -4 -6 14 -14 -13 16 -2 -17
right_child=1 3 10 -5 6 8 -8 -9 -10 -11 -12 12 13 -15 -16 17 -18 -19
leaf_value=0.016437881259856128 0.0080669619256855066 0.0047199254484100979 0.024401965473217671 0.0014092681440681122 0.026069178431857284 0.017224098649986159 0.017011784214955406 0.027675797242963696 0.0098003183073083477 0.016878849509466276 0.01793615947058937 0.023172279007650884 0.014815737401456587 0.021411234215808362 0.021296001843089198 0.017122765361133763 0.012875102763937834 0.012490657677936348
leaf_weight=87 56 71 63 59 103 58 76 80 92 53 97 1366 52 59 398 52 53 63
leaf_count=87 56 71 63 59 103 58 76 80 92 53 97 1366 52 59 398 52 53 63
internal_value=0 0.0126623 0.0158561 0.00828213 0.0222867 0.0101168 0.0225193 0.0227176 0.0126711 0.0225223 0.0204823 0.0226735 0.0224869 0.0183218 0.022749 0.0125515 0.0104052 0.0145855
internal_weight=0 664 384 280 2274 221 2187 2111 150 2031 160 1978 1875 111 1764 224 109 115
internal_count=2938 664 384 280 2274 221 2187 2111 150 2031 160 1978 1875 111 1764 224 109 115
is_linear=0
shrinkage=0.00338287


Tree=83
num_leaves=18
num_cat=0
split_feature=1 3 3 14 3 1 132 12 124 40 12 15 12 16 42 15 1
split_gain=651.366 176.467 143.535 113.763 104.396 103.231 78.2898 108.959 56.0815 90.7339 48.7376 80.9651 29.5799 21.1109 16.8027 15.9317 8.11511
threshold=0.11366000000000001 0.31316500000000008 0.11745500000000002 0.073890000000000011 0.076825000000000018 0.13130500000000003 0.084025000000000016 0.086675000000000016 -0.080429999999999988 -0.069544999999999982 0.099170000000000022 -0.15973499999999999 0.089085000000000011 -0.016079999999999994 -0.079234999999999986 -0.40166999999999992 0.083250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 5 12 8 -8 13 -10 11 -11 -2 -1 -9 -7 -12
right_child=1 -3 -4 -5 -6 15 7 14 9 10 16 -13 -14 -15 -16 -17 -18
leaf_value=0.0054645562784836075 0.0048228062261688022 -0.0019760127200457696 0.0041408204849852749 0.017336904954444416 0.011833646503742237 -0.00096233547062635162 0.0014850806585610631 0.012713370130344803 0.018488039739112973 0.018119836805583968 0.0099754752788271325 0.011634201128877711 0.0093572616866895685 0.010039481434474116 0.0089319098379249812 0.0029484478736002337 0.0078880407276616278
leaf_weight=53 72 97 77 87 69 63 52 54 53 55 198 1655 89 59 82 53 70
leaf_count=53 72 97 77 87 69 63 52 54 53 55 198 1655 89 59 82 53 70
internal_value=0 0.00429026 0.0112081 0.0114331 0.00604715 0.00460554 0.0112128 0.00795891 0.0114982 0.011698 0.011516 0.0118428 0.00732978 0.00787506 0.0104338 0.000824004 0.00943046
internal_weight=0 443 2495 2418 346 277 2331 188 2143 2031 1978 1710 161 112 136 116 268
internal_count=2938 443 2495 2418 346 277 2331 188 2143 2031 1978 1710 161 112 136 116 268
is_linear=0
shrinkage=0.00525723


Tree=84
num_leaves=32
num_cat=0
split_feature=1 1 2 2 1 1 150 42 13 49 11 43 52 2 2 52 2 16 16 151 157 157 2 1 1 133 42 133 52 42 13
split_gain=4194.6 835.923 343.141 311.749 244.994 187.481 160.139 146.339 141.411 126.567 121.966 98.3818 80.8574 103.569 77.5634 74.9481 61.6503 47.2197 24.8268 23.106 27.9158 85.6269 32.5573 21.1424 19.0003 15.0059 10.2688 23.6765 11.5957 7.05995 5.4283
threshold=0.10398500000000001 0.12419000000000001 0.10859000000000001 0.099845000000000003 0.15190500000000004 0.089625000000000024 0.083680000000000018 0.073240000000000013 -1.0000000180025095e-35 -0.046739999999999997 0.074925000000000005 -1.0000000180025095e-35 -0.41694999999999993 0.11917500000000002 0.14019000000000004 0.0030150000000000008 0.091570000000000012 -0.0046349999999999994 -0.067654999999999979 -0.13579999999999995 -0.080299999999999996 -0.084644999999999984 0.085730000000000015 0.11319000000000001 0.10781 0.006510000000000001 0.091605000000000006 0.077945 0.0035300000000000006 0.088125000000000023 -0.075154999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 5 8 10 17 24 14 -5 16 -4 -11 15 -3 -14 19 25 -17 -1 21 -21 -22 -13 -2 29 27 28 -18 -7 -28
right_child=1 4 11 9 -6 6 -8 -9 -10 12 -12 23 13 -15 -16 18 26 -19 -20 20 22 -23 -24 -25 -26 -27 30 -29 -30 -31 -32
leaf_value=0.018795446932182429 0.0077213224934501584 0.0026820166224009864 0.0019944617720783105 0.0079429442757086507 -0.0048930666235324632 0.017309212195176758 0.0087274249547992441 0.015155812013666083 0.0067463987703211036 0.016280180175179473 0.020769769358242554 0.0089214992973964888 0.011298840443854197 0.0084635582229195937 -0.0026872378729548437 0.01700775265341509 0.013459723721827448 0.012421919379247763 0.01395361535560688 0.017540929761343832 0.017462960994818522 0.011638308981269888 0.016161444820960713 0.0058907766539396207 0.010629443558696551 0.014539671236997804 0.014897200799364279 0.01700346363233618 0.015688781599742369 0.015594076673527212 0.013325319041452907
leaf_weight=63 54 89 68 57 68 66 64 93 71 97 81 53 95 59 52 61 64 70 70 71 475 52 466 60 56 75 53 73 52 54 56
leaf_count=63 54 89 68 57 68 66 64 93 71 97 81 53 95 59 52 61 64 70 70 71 475 52 466 60 56 75 53 73 52 54 56
internal_value=0 0.00546539 0.00881195 0.0154442 0.000875684 0.0160769 0.0136875 0.0119299 0.00272621 0.0127997 0.0165988 0.00531483 0.0135243 0.0125862 0.000701602 0.0136623 0.0163617 0.0148853 0.0153761 0.0167356 0.0166136 0.0150458 0.0168185 0.0073126 0.00920216 0.0157694 0.0149477 0.0154422 0.0144593 0.0165377 0.01409
internal_weight=0 664 384 2274 280 1835 329 203 212 439 1506 181 382 285 141 226 1425 265 131 1127 1064 123 941 113 110 195 298 189 116 120 109
internal_count=2938 664 384 2274 280 1835 329 203 212 439 1506 181 382 285 141 226 1425 265 131 1127 1064 123 941 113 110 195 298 189 116 120 109
is_linear=0
shrinkage=0.00349289


Tree=85
num_leaves=15
num_cat=0
split_feature=2 30 3 2 15 376 2 0 0 15 14 2 0 156
split_gain=3316.37 1472.78 733.764 600.974 464.712 318.883 277.688 301.739 213.88 370.25 150.746 146.799 98.4192 88.1145
threshold=0.12068000000000001 0.086055000000000006 0.11745500000000002 0.16730000000000003 -0.2987999999999999 0.048695000000000009 0.093470000000000011 -0.13619499999999998 -0.084114999999999981 -0.11277999999999998 0.073890000000000011 0.10724500000000002 -0.075804999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 -1 6 10 -8 -2 -10 12 -4 -6 -9
right_child=3 -3 11 -5 5 -7 7 13 9 -11 -12 -13 -14 -15
leaf_value=0.0093481452029023013 0.0050502721123543998 0.0034040742346243017 0.014522742729078188 -0.0027214634328531239 0.021484985099634681 0.012724294611186418 0.01224338152994198 0.018817785868996083 0.0047948519996356201 0.016320123555125864 0.026290341603679643 0.0059677079578821582 0.018972423475352169 0.022563580872429299
leaf_weight=53 95 77 55 70 1369 72 89 453 60 100 79 53 248 104
leaf_count=53 95 77 55 70 1369 72 89 453 60 100 79 53 248 104
internal_value=0 0.01921 0.0196826 0.00679697 0.0200923 0.0203282 0.0205619 0.0185152 0.00941003 0.0119984 0.0213415 0.0103248 0.0210997 0.0195173
internal_weight=0 2652 2575 325 2467 2414 2342 646 255 160 1696 108 1617 557
internal_count=2977 2652 2575 325 2467 2414 2342 646 255 160 1696 108 1617 557
is_linear=0
shrinkage=0.00366757


Tree=86
num_leaves=36
num_cat=0
split_feature=1 4 2 15 457 30 4 1 2 1 4 3 4 43 4 4 16 15 3 16 4 16 4 13 15 457 3 43 16 1 4 43 15 2 13
split_gain=764.983 271.325 233.609 179.47 147.764 146.32 69.0274 65.2305 64.2889 62.293 53.4087 51.7988 51.1894 61.7815 83.339 53.4522 37.407 33.8202 28.5863 27.7774 19.9835 28.4051 26.5832 35.8244 19.9233 16.4914 15.4638 19.1159 11.615 11.4318 10.3142 7.89114 6.42361 4.56143 2.04609
threshold=0.10075500000000003 -0.17006499999999999 0.12068000000000001 -0.42075999999999997 0.069705000000000003 0.085730000000000015 0.41377500000000006 0.11181500000000001 0.093470000000000011 0.13707500000000003 -0.010909999999999998 -0.0082999999999999984 -0.036839999999999991 -0.048179999999999994 -0.073574999999999988 -0.22295999999999996 -1.0000000180025095e-35 -0.15300999999999995 -0.14088999999999999 -0.042884999999999993 -0.0083549999999999978 -0.0046349999999999994 -0.081204999999999986 -0.0072149999999999992 0.08759500000000002 -0.08588999999999998 -0.084324999999999997 -0.073404999999999984 -0.066844999999999988 1.0000000180025095e-35 0.05864500000000001 -0.078039999999999984 0.084270000000000012 0.083815000000000014 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 2 2 2 2
left_child=8 34 4 -4 5 6 7 19 17 -5 12 26 13 14 -10 -15 -9 -1 -19 -3 22 29 24 25 32 -24 -12 -28 -17 31 -29 -22 -20 -26 -2
right_child=1 2 3 9 -6 -7 -8 16 10 -11 11 -13 -14 15 -16 28 -18 18 20 -21 21 -23 23 -25 33 -27 27 30 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.014778808652292466 0.011762956577264731 0.0096877876359442085 0.0057713491629254243 -0.00054223460933519303 -0.0005317377250051629 0.00028117378540166749 0.0047525605526002298 0.014870223098233066 0.0030546069996668472 -0.0071022231338301461 0.0067760544271222726 0.0038495641248376465 0.015312121081839648 0.015385354504062433 0.011051615532053836 0.01148287932633669 0.0096569561418330604 0.0086503758051041605 0.013501459927301566 0.0048139539697829451 0.011619739928886971 0.014782165423064717 0.013368862914433882 0.0076675317430040515 0.01157327584570866 0.010633735851953291 0.011311595512952865 0.0069547708347700308 0.0082820480049311963 0.010268133541381133 0.0098359068951152321 0.01387384828969563 0.012111141599809026 0.0099207746551788819 0.013109274884046536
leaf_weight=66 54 53 82 83 63 56 77 64 53 55 53 52 52 66 68 52 62 89 123 54 102 89 57 90 64 444 91 58 52 90 56 55 203 97 52
leaf_count=66 54 53 82 83 63 56 77 64 53 55 53 52 52 66 68 52 62 89 123 54 102 89 57 90 64 444 91 58 52 90 56 55 203 97 52
internal_value=0 0.00533349 0.00417535 0.000170549 0.00622897 0.00739284 0.00867737 0.00997418 0.0109027 -0.00315709 0.00964197 0.0082034 0.010942 0.0101609 0.00754922 0.0120195 0.0123054 0.0114274 0.0112802 0.00722857 0.0114457 0.0124648 0.011128 0.010446 0.0119556 0.010945 0.00908072 0.00967632 0.00988295 0.0116296 0.00837051 0.0124097 0.0126359 0.010578 0.0124239
internal_weight=0 755 649 220 429 366 310 233 2222 138 653 310 343 291 121 170 126 1569 1503 107 1414 336 1078 591 487 501 258 205 104 247 114 157 326 161 106
internal_count=2977 755 649 220 429 366 310 233 2222 138 653 310 343 291 121 170 126 1569 1503 107 1414 336 1078 591 487 501 258 205 104 247 114 157 326 161 106
is_linear=0
shrinkage=0.00477986


Tree=87
num_leaves=30
num_cat=0
split_feature=1 3 2 2 2 2 2 150 160 133 160 34 12 12 3 11 11 1 12 3 2 160 3 50 43 12 133 43 2
split_gain=1885.67 452.258 209.133 184.621 210.732 169.246 142.839 89.9792 88.8203 99.7989 87.5032 83.8945 65.1247 62.8643 47.5312 45.8116 35.785 33.8877 55.8821 20.7758 18.9079 12.1652 14.5033 11.7516 10.5207 8.45336 6.65476 5.12703 2.7189
threshold=0.10398500000000001 -0.055389999999999988 0.16993500000000003 -1.0000000180025095e-35 0.10859000000000001 0.11504500000000002 0.093470000000000011 1.0000000180025095e-35 1.0000000180025095e-35 0.084335000000000007 -0.077459999999999987 -0.0079449999999999989 0.11697000000000002 0.080020000000000022 0.12955000000000003 0.074925000000000005 0.084110000000000004 0.087225000000000011 0.084735000000000019 -0.016814999999999997 0.088735000000000022 -0.35906499999999991 -0.081334999999999977 0.10951000000000001 -0.0039049999999999992 0.089765000000000025 0.088820000000000024 -0.077614999999999976 0.10202000000000001
decision_type=2 2 2 2 2 2 2 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 -3 -5 16 11 8 12 -10 -6 -1 13 28 -12 17 27 19 -19 20 26 -15 -23 25 -22 -20 -13 -2 -8
right_child=1 2 -4 4 10 -7 7 -9 9 -11 14 15 -14 21 -16 -17 -18 18 23 -21 24 22 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.010540598558256339 0.0137618217854771 0.00091336480044052035 -0.0030684704470241926 0.01359116026966114 0.010019139172675034 0.0062396720455932522 0.010122360268116831 0.0082063933746204312 0.019948999985667352 0.013332914916748409 0.0016640900890984055 0.016526971842088158 0.0088374507057611146 0.012737187078749844 0.0062219247635855457 0.019058367604772742 0.016977619165825557 0.010798891177787113 0.016866413517776239 0.018124535117168206 0.015545292021021073 0.016176015901033756 0.01415058975827776 0.013736240718579691 0.013691129592617562 0.015242212093461771 0.015444357277352968 0.011932285437414357 0.011471176624412539
leaf_weight=52 52 103 54 73 53 66 52 52 80 80 85 603 57 56 76 79 54 55 83 87 208 98 171 63 73 179 121 57 55
leaf_count=52 52 103 54 73 53 66 52 52 80 80 85 603 57 56 76 79 54 55 83 87 208 98 171 63 73 179 121 57 55
internal_value=0 0.00711819 0.00465315 0.00572241 0.00744814 0.0118974 0.0150846 0.0135078 0.0139325 0.0166412 0.00535242 0.0157742 0.0130461 0.0136012 0.00381589 0.0159496 0.014188 0.0157827 0.0147045 0.0161579 0.0159876 0.0145181 0.0148886 0.0153654 0.0150638 0.0157569 0.0163461 0.0128055 0.0108161
internal_weight=0 673 444 390 287 229 2304 701 649 160 214 1603 489 432 161 1551 163 1472 380 1092 1005 325 269 325 281 262 724 109 107
internal_count=2977 673 444 390 287 229 2304 701 649 160 214 1603 489 432 161 1551 163 1472 380 1092 1005 325 269 325 281 262 724 109 107
is_linear=0
shrinkage=0.00418681


Tree=88
num_leaves=27
num_cat=0
split_feature=4 123 48 51 4 0 15 16 51 4 0 16 15 0 4 0 4 15 0 51 15 0 16 15 4 16
split_gain=6707.68 1733.54 497.731 434.592 265.729 221.252 254.642 174.892 190.6 165.89 161.11 185.082 434.125 170.985 692.777 137.711 103.98 84.4793 73.1525 47.6359 33.6748 32.4724 29.6087 20.2108 16.945 21.7292
threshold=0.31392000000000003 0.081180000000000016 0.093225000000000016 0.092255000000000018 0.024470000000000002 -0.098749999999999991 -0.42443999999999993 -0.053299999999999993 -0.42049999999999993 0.51395000000000002 -0.076734999999999984 0.08215500000000002 0.050935000000000008 -0.12851999999999997 -0.029404999999999997 -0.076589999999999978 -0.49911499999999992 -0.14151499999999997 -0.12368999999999998 0.11355500000000002 0.11556000000000001 -0.083564999999999987 0.31625000000000009 -0.26547499999999996 0.10055500000000002 -0.43491999999999992
decision_type=2 2 2 2 2 2 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 10 23 9 18 -9 -7 13 12 -12 14 -1 -3 -13 -4 -6 21 -14 -15 -18 -2 -20 -26
right_child=5 15 3 -5 7 6 -8 8 -10 -11 11 16 20 19 -16 -17 22 -19 24 -21 -22 -23 -24 -25 25 -27
leaf_value=0.026589990994961239 0.0038587053769044482 0.0093760063381384713 0.022496102279637459 0.0060652069460040616 0.023565848716381677 0.0041307666587709051 -0.01228120435263232 0.017496071849074091 0.0066206913527665874 -0.0064605190210690472 0.0084588320386983339 0.025522154860358567 0.021107857963190563 0.023469498872078717 0.0077710469880738001 0.001163857597168118 0.017036087695339125 0.015704219638289749 0.019798504979179371 0.018547373379849564 0.01706561591054926 0.021975102317312131 0.021240603898846983 0.0004507517963223833 0.018866777274147654 0.014911118267168339
leaf_weight=80 60 74 60 87 61 54 67 76 53 61 84 102 174 650 72 85 52 87 61 53 52 500 87 77 54 54
leaf_count=80 60 74 60 87 61 54 67 76 53 61 84 102 174 650 72 85 52 87 61 53 52 500 87 77 54 54
internal_value=0 0.0190773 0.0199739 0.0138624 0.0206052 -0.00228071 -0.00546083 0.0171311 0.0130283 -0.00148681 0.0212596 0.0192523 0.0170026 0.0220757 0.0176761 0.00498616 0.0221459 0.0184767 0.0194321 0.0226316 0.020178 0.0228198 0.019668 0.00194363 0.0179397 0.0168894
internal_weight=0 2658 2499 234 2265 319 182 359 129 115 1906 551 310 1355 152 159 241 147 230 1203 226 1150 139 137 169 108
internal_count=2977 2658 2499 234 2265 319 182 359 129 115 1906 551 310 1355 152 159 241 147 230 1203 226 1150 139 137 169 108
is_linear=0
shrinkage=0.0044011


Tree=89
num_leaves=27
num_cat=0
split_feature=1 1 12 12 1 47 4 4 12 1 4 0 12 52 4 4 12 1 4 4 4 52 0 1 12 4
split_gain=10196.8 1881.73 1464.83 525.519 412.636 337.133 314.719 313.331 212.639 190.799 119.159 171.302 153.905 118.694 112.828 252.684 101.007 70.702 69.4221 222.455 67.6306 60.7945 49.2731 41.0408 31.4256 16.0863
threshold=0.10398500000000001 0.13074500000000003 0.085075000000000026 -0.032329999999999991 0.09258000000000001 0.085585000000000008 0.043640000000000005 0.061835000000000008 0.11755500000000001 0.14860500000000001 -0.081204999999999986 -0.10998999999999999 1.0000000180025095e-35 1.0000000180025095e-35 0.094220000000000012 -0.0073499999999999998 0.092085000000000014 0.11406500000000001 -0.4950449999999999 -0.12685999999999997 -0.040394999999999993 -1.0000000180025095e-35 -0.11214999999999999 0.090300000000000005 -0.075604999999999992 -0.016894999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 -1 9 8 20 10 24 11 -5 -12 21 15 -2 23 -16 -13 -20 -4 -8 -15 -14 -3 -18
right_child=1 5 7 6 -6 -7 13 -9 -10 -11 12 18 16 22 17 -17 25 -19 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.022921954443890918 0.0095109168543365038 0.0028242358633658272 0.027605593862027284 0.032522158671401485 0.010291795349563841 0.0084783357552542255 0.021768896709874971 0.015178787151583526 0.018471820953466243 -0.0072837807010945315 0.020523062410956507 0.029016904491877417 0.026451562143022449 0.02658571889380211 0.013025332670247976 -0.00041468201509287599 0.024331211527828366 0.0078278403311173982 0.020087135925151271 0.026697503356858748 0.021983018318454693 0.017387658558964864 0.022031223465839328 0.023452013436437692 -0.00074740497188209381 0.022676823660690425
leaf_weight=78 83 53 55 60 55 54 74 68 53 52 90 97 608 54 62 52 301 69 74 448 52 85 66 63 73 98
leaf_count=78 83 53 55 60 55 54 74 68 53 52 90 97 608 54 62 52 301 69 74 448 52 85 66 63 73 98
internal_value=0 0.00889074 0.0131729 0.0245131 0.0176992 0.000750689 0.0249305 0.0211066 0.0254468 -0.00159344 0.0256478 0.0268233 0.0249597 0.0214289 0.00795328 0.00568744 0.0253329 0.010288 0.0262708 0.0257605 0.0248735 0.019427 0.0240811 0.02617 0.000754653 0.023925
internal_weight=0 673 441 2304 133 232 2171 175 1892 178 1839 679 1160 279 266 135 1070 131 619 522 107 159 120 671 126 399
internal_count=2977 673 441 2304 133 232 2171 175 1892 178 1839 679 1160 279 266 135 1070 131 619 522 107 159 120 671 126 399
is_linear=0
shrinkage=0.00353079


Tree=90
num_leaves=25
num_cat=0
split_feature=1 1 47 0 40 1 14 0 3 4 16 0 4 0 3 3 4 0 160 16 0 0 16 16
split_gain=7537.1 1240.46 844.989 689.759 375.142 364.53 316.803 292.335 276.54 220.312 206.705 146.788 136.59 240.51 120.43 112.032 110.07 93.6016 137.891 82.5245 71.3346 38.4825 34.2421 27.9732
threshold=0.11657000000000002 0.095920000000000019 0.085585000000000008 -0.13619499999999998 -0.012844999999999997 0.13300500000000001 0.064610000000000015 0.056895000000000008 0.093925000000000022 0.018150000000000003 -0.034004999999999994 -0.085264999999999994 -0.17568999999999999 -0.070499999999999993 0.083395000000000011 0.31395500000000004 0.50779500000000011 -0.079249999999999987 -0.079594999999999985 -0.11807499999999999 -0.11656999999999999 -0.10726999999999999 -0.015214999999999998 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
left_child=1 6 5 14 -5 11 7 8 9 17 -4 -2 -6 22 -3 16 -7 21 -19 20 -11 -1 -14 -21
right_child=2 3 10 4 12 15 -8 -9 -10 19 -12 -13 13 -15 -16 -17 -18 18 -20 23 -22 -23 -24 -25
leaf_value=0.025288473608783009 0.0060735971093380482 0.0097373507233973408 0.012626304489788196 0.014723817723178817 0.029809241873364645 0.0078607874465880627 0.033963584186395501 0.019828961939050795 0.019808070350008467 0.02964498560868702 0.022633287148134389 0.014217299005829534 0.028028017418203564 0.017555333801838605 0.016542341059209098 -0.0016270953689280073 0.00061377712220495647 0.021337648438027282 0.027206283356836239 0.020818635524624009 0.024381296961775028 0.028492805595251119 0.024195346279574991 0.024038877056391308
leaf_weight=52 53 59 56 54 65 59 83 78 68 53 53 65 76 58 82 62 52 62 358 73 95 1089 52 70
leaf_count=52 53 59 56 54 65 59 83 78 68 53 53 65 76 58 82 62 52 62 358 73 95 1089 52 70
internal_value=0 0.0258329 0.0088691 0.0203372 0.0234077 0.00563892 0.0270107 0.0267219 0.0270019 0.027266 0.0174924 0.0105599 0.0252758 0.0236913 0.0136951 0.00228221 0.00446614 0.0278069 0.0263401 0.0243643 0.0262665 0.0283468 0.0264713 0.0223952
internal_weight=0 2527 400 446 305 291 2081 1998 1920 1852 109 118 251 186 141 173 111 1561 420 291 148 1141 128 143
internal_count=2927 2527 400 446 305 291 2081 1998 1920 1852 109 118 251 186 141 173 111 1561 420 291 148 1141 128 143
is_linear=0
shrinkage=0.0036311


Tree=91
num_leaves=29
num_cat=0
split_feature=1 1 12 1 0 457 159 49 12 0 12 11 12 49 43 0 0 1 156 48 43 43 51 48 12 50 0 43
split_gain=1397.53 228.733 337.566 169.792 85.819 83.7681 147.183 81.1377 77.1929 81.6733 73.4888 96.9003 70.2418 60.3727 53.2616 53.2141 39.7547 31.3252 30.986 45.3184 30.8577 19.0278 14.3526 16.086 9.25318 8.1482 11.2054 8.45973
threshold=0.11690500000000002 0.08864000000000001 0.087170000000000011 0.14566000000000004 -0.14104999999999998 0.081330000000000013 0.081445000000000017 -0.038669999999999989 0.091625000000000012 -0.031129999999999998 0.099980000000000013 0.082245000000000013 0.089485000000000023 -0.062709999999999974 -1.0000000180025095e-35 -0.13619499999999998 -0.10934999999999999 0.083065000000000014 -0.01197 0.093225000000000016 -0.17307499999999998 0.0049250000000000014 -0.08860999999999998 0.086410000000000015 0.089625000000000024 0.08568000000000002 -0.078924999999999981 0.0066850000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 7 17 6 13 -2 16 20 11 24 14 -3 -9 -15 -6 -1 -18 21 -10 -20 -22 -24 -4 26 -26 -27
right_child=3 2 10 -5 8 -7 -8 12 9 -11 -12 -13 -14 15 -16 -17 18 -19 19 -21 22 -23 23 -25 25 27 -28 -29
leaf_value=0.020353002229275875 -0.00054419840125332925 0.015568778965291769 0.015766697796812168 -0.003502860295506097 0.010644364373642941 0.0027979415518677828 0.0013374307265842733 0.0010783596666485162 0.016510829710377612 0.0064005550912459123 0.0094767706221319404 0.021328414910824427 0.010237446670342595 0.0050403850555538173 0.0069603703669661914 0.01172040183971136 0.018374840959043782 0.015236711719076597 0.015299432329913383 0.010787113018274031 0.010441826642102183 0.013083501006738305 0.013482172165124094 0.010411804641340304 0.010700321563008968 0.01570556558950012 0.013938984768120728 0.012834786444937268
leaf_weight=79 64 52 53 89 61 92 57 79 59 56 78 55 73 54 86 78 66 54 822 73 74 119 273 55 55 59 60 52
leaf_count=79 64 52 53 89 61 92 57 79 59 56 78 55 73 54 86 78 66 54 822 73 74 119 273 55 55 59 60 52
internal_value=0 0.0132766 0.0108684 0.00277374 0.0142783 0.00699644 0.00859895 0.00462365 0.0139576 0.0122994 0.0139978 0.0150535 0.00601356 0.0108481 0.00414447 0.00898809 0.0147088 0.0182761 0.0149384 0.0147146 0.0130158 0.0150193 0.0125027 0.0129675 0.0138163 0.0133587 0.0123905 0.0143612
internal_weight=0 2536 745 391 1791 333 241 302 1658 517 412 334 238 184 165 132 1141 133 1080 1014 461 941 402 328 279 226 115 111
internal_count=2927 2536 745 391 1791 333 241 302 1658 517 412 334 238 184 165 132 1141 133 1080 1014 461 941 402 328 279 226 115 111
is_linear=0
shrinkage=0.00517095


Tree=92
num_leaves=26
num_cat=0
split_feature=1 1 0 47 124 457 2 15 11 0 15 0 4 0 4 4 52 43 4 15 52 52 43 52 43
split_gain=966.745 158.208 208.994 155.515 113.298 93.943 89.2197 90.598 69.3494 64.5214 57.2306 52.1924 47.4794 106.632 46.9867 193.996 41.7936 29.0374 28.821 38.8997 25.0046 19.2593 17.0638 16.2452 11.5018
threshold=0.11690500000000002 0.08864000000000001 -0.13619499999999998 0.085585000000000008 -0.08231999999999999 0.081330000000000013 0.15000000000000002 -0.042209999999999991 1.0000000180025095e-35 -0.06563999999999999 -0.45775499999999997 -0.082914999999999975 -0.17568999999999999 -0.062714999999999979 -0.49010499999999996 -0.14994999999999997 -0.010394999999999998 -1.0000000180025095e-35 0.018150000000000003 -0.10763999999999999 0.25544500000000009 0.042815000000000006 -0.16878999999999997 -0.012244999999999997 -0.07409499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 6 -4 16 7 10 14 -5 -2 17 -13 23 -1 -16 -3 -6 20 -20 22 -21 -17 -14 -22
right_child=3 2 4 9 11 -7 -8 -9 -10 -11 -12 12 13 -15 15 18 -18 -19 19 21 24 -23 -24 -25 -26
leaf_value=0.016283920994477029 0.0030292960535854407 0.0099689325021633992 0.0034485303800382153 0.011334810855752289 0.012040212042194786 -0.00092709269682820453 -0.004545707677561372 0.0076473735997062871 0.016078750047973839 0.003405833562632331 -0.0032206155282556654 0.013951254818458759 0.0084408650043760886 0.0029167175335332654 0.0016380353499883028 0.014638479871711619 0.0039384121949379777 0.016908422506343557 0.013896858928608057 0.0081823336536441301 0.011115702557728169 0.011453440832969878 0.012093021898057421 0.011549404389096234 0.0080219416989957219
leaf_weight=53 79 58 54 56 80 62 74 55 93 52 75 74 58 55 52 74 63 54 59 151 81 69 1107 187 52
leaf_count=53 79 58 54 56 80 62 74 55 93 52 75 74 58 55 52 74 63 54 59 151 81 69 1107 187 52
internal_value=0 0.010943 0.00895817 0.00228619 0.010507 0.0042013 0.000289529 0.00200179 0.0117686 0.00751766 -1.41368e-05 0.0112572 0.0102735 0.00936613 0.0115325 0.0113794 0.00682953 0.0140024 0.0116973 0.0102002 0.0120151 0.00920852 0.0122526 0.0108137 0.00990652
internal_weight=0 2536 745 391 562 183 283 209 1791 108 154 508 374 300 1698 1645 121 134 1593 279 1314 220 1181 245 133
internal_count=2927 2536 745 391 562 183 283 209 1791 108 154 508 374 300 1698 1645 121 134 1593 279 1314 220 1181 245 133
is_linear=0
shrinkage=0.00512441


Tree=93
num_leaves=19
num_cat=0
split_feature=3 4 14 39 48 150 14 15 16 132 12 4 4 16 3 133 475 4
split_gain=636.018 370.587 108.456 120.8 84.2465 79.9258 91.4847 78.9052 68.9462 56.7214 104.802 74.4574 135.123 105.301 69.5958 48.0694 12.6979 11.3564
threshold=0.31316500000000008 0.31392000000000003 0.073890000000000011 0.055555000000000007 0.094910000000000008 0.081245000000000026 -0.41992499999999994 -0.10763999999999999 -0.44388499999999992 0.081055000000000016 0.087495000000000003 -0.37626499999999991 -0.10023999999999998 0.25032500000000008 0.088880000000000015 0.077945 -0.029109999999999997 -0.0092699999999999987
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 15 6 -3 -2 -8 11 -11 13 -13 -1 -14 -5 -15 -12
right_child=7 5 -4 4 -6 -7 8 -9 -10 10 17 12 14 16 -16 -17 -18 -19
leaf_value=0.020098631985118052 0.00025595612368818816 0.0071668195427904251 0.015726749234184916 0.010748979903729776 -0.00052536540326740696 0.0082009178715205019 0.0018364319689012543 -0.0091691714155028251 -0.006311108032238816 0.00049265421680515871 0.011040799601849394 0.0014106106785097203 0.010588897187315685 0.012637483013814951 0.0057488350483463745 0.0041775723192295717 0.0087448932329454512 0.0079042215060024668
leaf_weight=57 57 56 98 76 52 68 84 53 52 52 83 54 1758 52 97 63 52 63
leaf_count=57 57 56 98 76 52 68 84 53 52 52 83 54 1758 52 97 63 52 63
internal_value=0 0.00934554 0.00998873 0.00976002 0.00551199 0.00301979 0.0011845 -0.0042847 -0.00127837 0.0101177 0.00727318 0.0103898 0.0100834 0.0140225 0.0103358 0.007771 0.0106918 0.00968775
internal_weight=0 2817 2557 2459 191 260 192 110 136 2268 198 2070 1909 161 1855 139 104 146
internal_count=2927 2817 2557 2459 191 260 192 110 136 2268 198 2070 1909 161 1855 139 104 146
is_linear=0
shrinkage=0.00556108


Tree=94
num_leaves=26
num_cat=0
split_feature=1 14 12 474 10 131 10 1 12 12 11 15 16 48 15 15 12 52 15 130 12 16 48 15 52
split_gain=490.062 157.34 170.921 159.07 96.5419 103.321 109.526 91.5492 80.2415 50.3533 46.4409 33.7147 27.5595 23.4684 20.9798 20.559 25.1673 17.3233 32.9797 17.2488 17.7151 10.925 9.97076 7.76305 1.30072
threshold=0.11883500000000001 -0.13131999999999996 1.0000000180025095e-35 0.084710000000000021 1.0000000180025095e-35 0.086990000000000012 -1.0000000180025095e-35 0.094715000000000008 -0.063029999999999989 0.10011000000000002 0.077330000000000024 -0.032144999999999993 0.11702000000000001 0.083540000000000017 -0.07990499999999999 -0.093734999999999985 -1.0000000180025095e-35 -0.060344999999999996 0.083185000000000023 -0.015164999999999998 0.089895000000000017 -0.061714999999999992 0.091045000000000015 0.11598000000000001 -0.016329999999999997
decision_type=2 2 2 2 2 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 -2 8 -3 10 13 -10 -12 19 -8 -9 -17 -11 21 -4 -21 -19 -15 -20 -24
right_child=4 2 9 -5 -6 -7 14 15 11 17 12 -13 -14 22 -16 16 -18 18 23 20 -22 -23 24 -25 -26
leaf_value=0.015417555824472511 -0.0051646427022345991 0.012020855559297451 0.010050748613181171 -0.0036081522370053701 -0.0050660842399672347 0.0074426725657270355 0.0010140450615109685 0.00070334431670992657 0.003009679996560263 0.0079902048824065791 0.013068010199436037 0.0080767840772081202 0.0084504270936709685 0.0044392335391524214 0.0045760610671836573 0.0019989313961182166 0.0060798978163283703 0.0047409387260182508 0.0082395326069269227 0.008372772537297013 0.0071893866050555897 0.0017110595278984099 0.0075524604364985461 0.0057136269465668599 0.0065080294830201953
leaf_weight=58 61 73 101 54 54 70 90 60 66 77 70 64 59 57 75 71 79 68 67 813 510 52 53 55 70
leaf_count=58 61 73 101 54 54 70 90 60 66 77 70 64 59 57 75 71 79 68 67 813 510 52 53 55 70
internal_value=0 0.00731926 0.00713278 0.00441731 0.00104813 0.00216374 0.000528431 0.00546677 0.00784819 0.00775075 0.00808503 0.00550466 0.0109565 0.00785407 0.00263347 0.00316449 0.00414859 0.00593453 0.00528023 0.00806804 0.00791663 0.00342843 0.00616103 0.00710124 0.0069585
internal_weight=0 2577 2519 467 350 296 226 413 203 2052 1733 130 129 1604 165 210 150 319 242 1424 1323 120 180 122 123
internal_count=2927 2577 2519 467 350 296 226 413 203 2052 1733 130 129 1604 165 210 150 319 242 1424 1323 120 180 122 123
is_linear=0
shrinkage=0.00497265


Tree=95
num_leaves=19
num_cat=0
split_feature=45 1 49 11 3 3 39 147 49 3 1 49 160 3 160 123 484 43
split_gain=338.662 205.551 117.347 99.1663 73.3705 70.5314 77.786 69.6491 45.8223 43.8238 36.9613 33.6005 31.9697 29.2475 79.3031 20.9544 18.224 17.3304
threshold=0.08179500000000002 0.09518500000000002 0.0033550000000000003 0.082245000000000013 0.3148450000000001 -0.088484999999999994 0.087880000000000014 0.087170000000000011 -0.076494999999999994 0.086845000000000019 0.11597500000000001 0.12001000000000002 -0.081849999999999992 -0.12077499999999998 -0.014214999999999998 0.083795000000000022 0.087465000000000015 -0.077614999999999976
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 -3 12 8 17 11 -4 13 -7 14 -10 -8 -15 -1
right_child=-2 2 10 -5 -6 6 15 -9 9 -11 -12 -13 -14 16 -16 -17 -18 -19
leaf_value=0.0082816400797861688 0.019568534123656993 -0.0010916906751365129 -0.0047795155191877837 0.0094824030336168302 -0.0018940591173651979 0.0098455259884726622 0.0043336047313975393 0.00069070512279885182 -0.00051238028399020754 0.0028836513968120148 0.0014259164467923528 0.0036189170002163653 0.0055913892304898585 0.0072272772081685421 0.0079786033056899984 4.4836263134281995e-06 0.0095291501567955593 0.012299990778012282
leaf_weight=66 55 63 52 102 62 63 52 52 52 79 62 82 301 1478 86 90 109 61
leaf_count=66 55 63 52 102 62 63 52 52 52 79 62 82 301 1478 86 90 109 61
internal_value=0 0.00597112 0.00371902 0.00451588 0.00371296 0.00432402 0.00499842 0.00689483 0.00705507 0.00684244 -0.00140412 0.00701548 0.00632784 0.00717691 0.00477868 0.0015902 0.00738541 0.0102122
internal_weight=0 2912 847 733 631 569 506 2065 2013 1886 114 1807 364 1725 138 142 1587 127
internal_count=2967 2912 847 733 631 569 506 2065 2013 1886 114 1807 364 1725 138 142 1587 127
is_linear=0
shrinkage=0.00542845


Tree=96
num_leaves=12
num_cat=0
split_feature=45 97 0 4 13 14 14 12 4 4 4
split_gain=234.262 151.226 152.274 108.268 96.7937 70.3982 68.4686 57.9415 60.7786 48.1082 26.9037
threshold=0.08179500000000002 -0.0047149999999999996 -0.16199999999999995 0.50779500000000011 -0.17030499999999998 0.076450000000000004 -0.30192499999999994 0.13332500000000003 -0.17568999999999999 0.00093000000000000016 0.40996000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 -4 7 -5 8 -6 -3 -11
right_child=-2 2 3 6 5 -7 -8 -9 -10 10 -12
leaf_value=-0.002327597576979811 0.01299318102716184 0.0037007037493639555 0.00040732625760241668 -0.0031833548689268695 0.0070601772384341361 0.0091187528553433941 0.0036559117958536221 0.00021636145801253996 0.0045079642917835979 -0.0035099364018444943 0.00051234023594128432
leaf_weight=70 55 55 101 56 191 67 54 55 2134 53 76
leaf_count=70 55 55 101 56 191 67 54 55 2134 53 76
internal_value=0 0.00396475 0.00411975 0.00438368 0.00456541 0.00473702 0.000173683 0.00461365 0.00471765 0.000306793 -0.00113986
internal_weight=0 2912 2842 2658 2548 2447 110 2380 2325 184 129
internal_count=2967 2912 2842 2658 2548 2447 110 2380 2325 184 129
is_linear=0
shrinkage=0.00433372


Tree=97
num_leaves=25
num_cat=0
split_feature=1 3 4 4 49 4 1 158 43 48 16 1 11 4 4 4 3 3 131 43 4 16 16 1
split_gain=3053.66 739.399 379.148 364.21 280.246 233.937 219.25 146.233 87.386 81.4589 80.3993 62.541 92.4783 62.2379 60.2351 175.102 92.2387 47.6442 44.9561 72.2222 43.0706 56.723 30.9521 15.1365
threshold=0.10054 -0.049204999999999992 0.41939500000000002 -0.16236499999999995 -0.016594999999999995 0.046185000000000004 0.12419000000000001 0.078875000000000015 -0.062434999999999997 0.10126 -0.14158499999999996 0.090485000000000024 1.0000000180025095e-35 -0.00076499999999999995 -0.49010499999999996 -0.10429499999999998 0.084670000000000009 0.11878500000000002 0.084390000000000007 -0.042349999999999992 0.18095500000000003 -0.053299999999999993 -0.46591499999999991 0.093390000000000015
decision_type=2 2 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 9 8 20 -5 11 22 12 14 -6 -1 -16 -17 -10 19 -13 21 -7 -8 -21
right_child=1 3 -4 6 13 7 10 -9 17 -11 -12 18 -14 -15 15 16 -18 -19 -20 23 -22 -23 -24 -25
leaf_value=0.021900022087101349 0.0055897911448570753 0.014080979503486774 0.0020881641859346366 0.0019359815202730499 0.019240228488059969 0.014631675575244574 -0.0014441931869088017 0.017536973666158112 0.010437563413058095 0.013322313648897846 -0.0048990910377208772 0.010007437893945582 0.022274528950338889 0.014156219742989137 0.0096433099598853284 0.017967413555562632 0.012087968415863216 0.0047633357609864159 0.018223233525511015 0.014484864550959277 0.0076754142048892186 0.0091967164192315598 0.0029903405952006936 0.017481106934936066
leaf_weight=60 53 52 59 101 103 84 60 99 55 92 79 52 86 83 53 1293 53 58 84 60 53 65 60 70
leaf_count=60 53 52 59 101 103 84 60 99 55 92 79 52 86 83 53 1293 53 58 84 60 53 65 60 70
internal_value=0 0.00663208 0.012001 0.00319122 0.014448 0.0167664 0.00182 0.0131892 0.0048877 0.0173322 -0.00147869 0.0175359 0.0178728 0.0169718 0.0176133 0.0174294 0.0177359 0.00752554 0.0155791 0.0143585 0.0110581 0.012261 0.000772685 0.0160986
internal_weight=0 763 298 465 239 2204 413 301 214 1903 199 1811 1545 186 1459 1399 1346 113 266 182 202 149 120 130
internal_count=2967 763 298 465 239 2204 413 301 214 1903 199 1811 1545 186 1459 1399 1346 113 266 182 202 149 120 130
is_linear=0
shrinkage=0.00436607


Tree=98
num_leaves=27
num_cat=0
split_feature=1 12 1 4 0 4 457 4 4 12 1 123 1 0 11 11 4 48 47 12 16 4 52 403 4 52
split_gain=1582.13 516.491 250.972 212.097 174.767 151.582 128.419 92.5397 182.223 86.1969 85.2997 90.4362 77.7129 76.8357 64.6672 82.4614 62.7922 45.6128 32.5817 31.5762 21.2619 20.6297 19.0589 11.7307 8.82647 9.54543
threshold=0.12313000000000002 0.056995000000000011 0.085780000000000009 -0.17568999999999999 -0.072374999999999981 0.046185000000000004 0.092240000000000003 0.26546000000000003 -0.0046399999999999992 0.098785000000000012 0.15099500000000002 0.086990000000000026 1.0000000180025095e-35 -0.082054999999999975 1.0000000180025095e-35 0.086175000000000015 -0.10701499999999999 0.078735000000000013 0.080075000000000021 0.095175000000000023 0.064455000000000012 0.13995000000000002 1.0000000180025095e-35 -0.091799999999999979 -0.0060699999999999999 0.086935000000000012
decision_type=2 2 2 2 2 2 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 14 7 8 -5 18 11 13 -1 -2 16 -16 -3 19 22 23 -21 -11 -7 -18 -19 -26
right_child=10 5 3 4 -6 9 -8 -9 -10 21 -12 -13 -14 -15 15 -17 17 24 -20 20 -22 -23 -24 -25 25 -27
leaf_value=0.0098230538343465814 0.0018512264303755729 0.008133086082422027 0.013122727244531115 0.0059087303927107008 0.001274323289640457 0.0088212281764076302 0.0018275754854315282 0.0041637094533965198 0.013647355686017461 0.0084372887480367899 -0.0020026377273062979 -0.00043092131429878943 0.015019042665781298 0.007070317230049126 0.017039919847692646 0.011714584543165516 0.011863415315159961 0.0095720664100594158 0.013376615827182921 0.011810154826910585 0.0092580431621767725 0.0051933077123707157 0.011412325391848985 0.012872623292097856 0.012260210470929619 0.010058336144627433
leaf_weight=99 73 53 56 85 97 82 52 56 78 52 59 72 63 78 82 74 187 81 52 251 53 53 71 902 54 52
leaf_count=99 73 53 56 85 97 82 52 56 78 52 59 72 63 78 82 74 187 81 52 251 53 53 71 902 54 52
internal_value=0 0.011008 0.00797334 0.00649437 0.00548561 0.0118551 0.00699282 0.00821909 0.00961212 0.00949465 0.00190569 0.0029399 0.011844 0.00454744 0.0122642 0.014514 0.0120492 0.0121805 0.0108745 0.0124083 0.0113653 0.00680022 0.0100239 0.0126994 0.010484 0.0111804
internal_weight=0 2685 586 424 368 2099 271 219 163 310 282 223 162 151 1789 156 1633 1580 205 1393 304 105 153 1089 187 106
internal_count=2967 2685 586 424 368 2099 271 219 163 310 282 223 162 151 1789 156 1633 1580 205 1393 304 105 153 1089 187 106
is_linear=0
shrinkage=0.0036556


Tree=99
num_leaves=16
num_cat=0
split_feature=4 3 40 13 3 457 14 14 12 43 49 13 43 15 16
split_gain=1680.26 668.612 367.936 219.132 195.363 168.668 135.163 126.012 123.721 107.958 91.9972 70.3446 68.1305 61.48 47.7602
threshold=0.31392000000000003 0.28833000000000003 -0.034699999999999988 0.053700000000000005 -0.080854999999999996 0.10412500000000001 0.073890000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.064539999999999986 0.12001000000000002 0.032645000000000007 -0.090344999999999995 -0.063834999999999989 -0.49804499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -2 6 8 -6 -4 12 11 -10 -1 -12 -9
right_child=3 -3 5 -5 7 -7 -8 14 10 -11 13 -13 -14 -15 -16
leaf_value=0.01024145059469928 0.011904622489372643 0.00091501557145659009 0.0091495538232039854 -0.001945570882804492 0.0084419226174953475 0.0073658173309655069 0.018355108470301321 0.0039204600906800058 0.014224174813694793 0.012822756850655004 0.013185484980191509 0.012325163523506695 0.0051030659842979526 0.0077319217212967481 -0.00031548049208652478
leaf_weight=52 52 58 77 60 61 54 81 89 1777 56 55 294 93 52 56
leaf_count=52 52 58 77 60 61 54 81 89 1777 56 55 294 93 52 56
internal_value=0 0.0129841 0.0132543 0.00424062 0.00567942 0.0136471 0.0137922 0.00410782 0.0136283 0.00858354 0.0137867 0.0139546 0.00694606 0.0105355 0.00228425
internal_weight=0 2649 2591 318 258 2390 2336 206 2255 201 2178 2071 145 107 145
internal_count=2967 2649 2591 318 258 2390 2336 206 2255 201 2178 2071 145 107 145
is_linear=0
shrinkage=0.00359404


Tree=100
num_leaves=16
num_cat=0
split_feature=4 2 1375 2 1 13 13 14 2 151 48 39 47 1 13
split_gain=469.582 353.745 100.136 97.8497 99.3153 86.4102 72.271 62.5175 68.6047 104.361 58.4135 56.709 29.1983 37.4746 10.1056
threshold=0.27420500000000009 0.14132000000000003 -0.16449999999999998 -0.0098549999999999974 0.10257000000000001 0.053700000000000005 -1.0000000180025095e-35 0.064610000000000015 0.090020000000000017 -0.086824999999999986 0.10971000000000002 0.08481000000000001 0.11518500000000002 0.10726500000000001 -0.081124999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 11 8 12 -10 -11 -2 13 -5 -13
right_child=5 -3 3 7 -6 -7 -8 -9 9 10 -12 14 -14 -15 -16
leaf_value=0.0001667535208275035 -0.0037011100718567298 -0.0037564755694544723 0.0087382445379565726 0.0096457335577315728 -0.0026972416187853983 -0.0060217301959296929 0.0067417219501627939 0.013994301596424478 0.00074202853354495056 0.0077077785950235784 0.013754368014369907 0.0048446899817778189 0.0057001252149363893 0.014367532786324657 0.0010595306734852146
leaf_weight=52 88 90 58 1194 55 62 82 89 77 831 64 52 65 66 53
leaf_count=52 88 90 58 1194 55 62 82 89 77 831 64 52 65 66 53
internal_value=0 0.00812317 0.00854231 0.00871657 0.00317172 0.000480283 0.00194643 0.00897914 0.0087848 0.00755423 0.00814023 -9.06139e-05 0.00968747 0.00989312 0.00293471
internal_weight=0 2641 2551 2499 113 337 275 2386 2297 972 895 193 1325 1260 105
internal_count=2978 2641 2551 2499 113 337 275 2386 2297 972 895 193 1325 1260 105
is_linear=0
shrinkage=0.00609715


Tree=101
num_leaves=15
num_cat=0
split_feature=3 4 9 2 4 0 0 2 1 40 52 42 16 1
split_gain=336.34 248.262 143.231 76.9972 71.5199 136.178 86.9955 70.7209 161.259 55.2568 50.2064 49.072 77.114 26.8777
threshold=0.3148450000000001 0.27420500000000009 -1.0000000180025095e-35 0.14744000000000002 -0.17568999999999999 -0.044434999999999995 0.040570000000000002 0.093070000000000014 0.084470000000000003 -1.0000000180025095e-35 0.047345000000000005 0.088685000000000014 -0.43491999999999992 0.081540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 7 -4 9 -9 -6 11 12 -3 -8
right_child=-2 10 3 -5 5 -7 13 8 -10 -11 -12 -13 -14 -15
leaf_value=-0.0022916947824943466 -0.0041534466072701715 0.0042231650084122788 0.013356653075669991 -5.9896656803062191e-05 0.010902126529848606 -0.0018448917520938126 0.0041147767969469239 0.0056363469488210881 -0.0001700426502859554 0.0060393413921616245 0.0046086126364088794 -0.0032878648931471592 -0.003162808995441962 0.0081157688899840263
leaf_weight=53 94 84 58 53 55 56 63 474 141 1558 59 81 52 97
leaf_count=53 94 84 58 53 55 56 63 474 141 1558 59 81 52 97
internal_value=0 0.00500891 0.00546389 0.00562478 0.00574522 0.00549617 0.00835435 0.00568071 0.00430504 0.00620518 0.000709493 -0.000350402 0.00139874 0.0065407
internal_weight=0 2884 2608 2555 2502 2284 218 2228 615 1613 276 217 136 160
internal_count=2978 2884 2608 2555 2502 2284 218 2228 615 1613 276 217 136 160
is_linear=0
shrinkage=0.00476684


Tree=102
num_leaves=24
num_cat=0
split_feature=1 3 12 50 0 0 3 3 15 0 15 1 12 12 12 12 12 3 157 3 3 150 42
split_gain=1244.14 289.567 201.609 122.475 120.522 117.717 83.6291 71.6216 68.5576 68.5862 64.1193 46.4491 70.9265 61.6979 43.6052 37.8357 59.175 33.2307 21.6163 17.5361 5.88867 5.85022 3.36469
threshold=0.10075500000000003 0.3148450000000001 -1.0000000180025095e-35 0.088160000000000002 0.148925 0.055865000000000005 0.093925000000000022 0.0048000000000000013 -0.092099999999999987 -0.073374999999999982 -0.018024999999999996 0.089875000000000024 0.087035000000000015 0.090205000000000021 -0.089399999999999993 -0.014854999999999998 0.081320000000000017 -0.012814999999999998 -0.062424999999999994 -0.11211999999999998 -0.088734999999999994 0.085595000000000018 0.10714000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 14 5 6 8 7 11 9 -4 21 13 -13 15 -2 -1 -17 -16 -15 -20 -14 -10 -22
right_child=1 -3 3 -5 -6 -7 -8 -9 10 -11 -12 12 20 18 17 16 -18 -19 19 -21 22 -23 -24
leaf_value=0.017167284061456595 0.0059531104075930463 -0.001968729370100408 0.0068160545556425799 0.014247682732823078 0.0058937481009021112 0.013382875839297316 0.0088428487601662862 0.017261112293108484 0.011373241890894619 -7.6517445545336898e-05 0.0048800105715703836 0.0067341293248345969 0.011043288538906708 0.0093163479664620397 0.0040231824597707876 0.009199192402402254 0.013973276807280194 -0.00056548523537607877 0.014723673444573124 0.012071622105623197 0.013232296392885822 0.0092692663236014269 0.01182208718654499
leaf_weight=72 82 88 72 72 53 64 101 87 63 54 73 59 52 55 66 59 955 69 60 492 126 52 52
leaf_count=72 82 88 72 72 53 64 101 87 63 54 73 59 52 55 66 59 955 69 60 492 126 52 52
internal_value=0 0.00591435 0.00695447 0.00871981 0.0127844 0.00766675 0.0129527 0.0131533 0.00650153 0.0038617 0.00827051 0.0129729 0.0112586 0.0132656 0.00329339 0.0139258 0.0136955 0.0016775 0.0120843 0.01236 0.012419 0.0104223 0.0128206
internal_weight=0 755 667 450 2223 378 2170 2069 314 126 188 1982 289 1693 217 1086 1014 135 607 552 230 115 178
internal_count=2978 755 667 450 2223 378 2170 2069 314 126 188 1982 289 1693 217 1086 1014 135 607 552 230 115 178
is_linear=0
shrinkage=0.00462378


Tree=103
num_leaves=20
num_cat=0
split_feature=3 39 150 39 43 0 133 3 43 151 0 0 16 52 0 0 49 39 475
split_gain=1113.3 853.354 126.196 123.298 126.088 112.474 233.772 163.247 103.598 84.8615 108.551 77.6361 69.1023 80.1453 90.7478 56.3086 55.721 39.9348 27.5586
threshold=0.28833000000000003 0.055555000000000007 0.11228 0.11419500000000002 -0.031974999999999996 -0.07385499999999999 -0.051434999999999988 0.11878500000000002 -0.089929999999999996 0.0059200000000000008 -0.22163999999999998 -0.108275 0.08215500000000002 0.029970000000000007 -0.060094999999999989 -0.055729999999999995 -0.062709999999999974 0.087735000000000021 -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 5 4 8 7 -7 9 -3 10 -1 -2 13 14 -8 -14 -12 -10 -17
right_child=11 3 -4 -5 -6 6 12 -9 17 -11 16 -13 15 -15 -16 18 -18 -19 -20
leaf_value=0.021269630062278212 0.003986256305677653 0.012485012377602077 0.010140139412348174 0.0020494410144902609 0.014575775225501983 0.007341965163892317 0.013582344025012219 0.0085681485068858729 0.0082845853893982486 0.010526241496515354 0.0123975031558302 -0.002796251093921797 0.01325158788940249 0.015668809353103656 0.006453751882962956 0.018779387867168332 0.015986206582116708 0.0041364608509935983 0.01574895583091122
leaf_weight=68 69 56 97 57 56 93 79 57 71 52 82 54 100 103 54 97 1510 101 122
leaf_count=68 69 56 97 57 56 93 79 57 71 52 82 54 100 103 54 97 1510 101 122
internal_value=0 0.0140269 0.01488 0.00773722 0.00887862 0.0150702 0.0135596 0.0156235 0.00747912 0.0158584 0.0160254 0.0010082 0.0146014 0.0128622 0.0106884 0.0158878 0.0158014 0.00584903 0.0170914
internal_weight=0 2855 2514 341 284 2417 648 1769 228 1712 1660 123 555 236 133 319 1592 172 219
internal_count=2978 2855 2514 341 284 2417 648 1769 228 1712 1660 123 555 236 133 319 1592 172 219
is_linear=0
shrinkage=0.00423683


Tree=104
num_leaves=22
num_cat=0
split_feature=4 2 12 4 43 42 4 14 2 3 12 4 12 14 51 12 3 12 3 4 2
split_gain=1948.73 876.031 359.427 209.464 171.994 136.673 127.057 99.4679 93.4687 78.2135 83.2948 71.3802 65.9996 53.7201 95.1349 54.6813 47.8688 35.1031 26.5391 13.1415 10.8959
threshold=0.27420500000000009 0.14744000000000002 -1.0000000180025095e-35 -0.0018749999999999997 -0.085204999999999989 -1.0000000180025095e-35 1.0000000180025095e-35 -0.42227999999999993 0.12026500000000001 0.095880000000000007 0.082595000000000016 -0.50946499999999995 -0.038859999999999992 0.073890000000000011 0.078960000000000016 0.083885000000000015 -0.10337499999999998 0.095815000000000011 0.040040000000000006 0.043640000000000005 0.10384
decision_type=2 2 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 11 -2 12 10 -8 -4 -9 14 16 -16 -13 19 -10 -12 -19
right_child=7 -3 6 5 -6 -7 9 8 18 -11 17 13 -14 -15 15 -17 -18 20 -20 -21 -22
leaf_value=0.015151687869770402 0.010908081668869089 0.0025018860905582905 0.023996960630725563 0.022059631907465769 0.0049376492139924458 0.012741744410717728 0.022528007158344923 0.0038502761590787095 -5.966007788165617e-05 0.012081013448682117 0.019087130910957855 0.016970126379236519 0.0097828252938201802 0.022960316885928013 0.012485786026508015 0.01752243818936149 0.019557724342837462 0.016089248591932323 0.0042625753893241972 0.016935929826515365 0.013833376611795272
leaf_weight=56 73 73 59 60 77 64 54 63 59 63 93 158 89 66 60 145 1296 103 53 142 72
leaf_count=56 73 73 59 60 77 64 54 63 59 63 93 158 89 66 60 145 1296 103 53 142 72
internal_value=0 0.0176491 0.0180796 0.0131046 0.00923865 0.0172508 0.0186329 0.00632647 0.0050594 0.0167193 0.0173489 0.0191981 0.00732425 0.0190339 0.0188777 0.0160485 0.0192766 0.0166667 0.00198526 0.0177875 0.0151614
internal_weight=0 2641 2568 257 133 124 2311 337 264 527 464 1784 152 1725 1659 205 1454 410 112 235 175
internal_count=2978 2641 2568 257 133 124 2311 337 264 527 464 1784 152 1725 1659 205 1454 410 112 235 175
is_linear=0
shrinkage=0.00443403


Tree=105
num_leaves=29
num_cat=0
split_feature=4 2 3 150 43 2 14 2 3 43 2 43 3 3 0 2 4 3 0 43 4 42 43 3 4 3 3 42
split_gain=6593.69 2371.14 1088.9 517.145 415.656 325.054 292.668 244.128 215.315 207.55 179.691 139.175 141.443 127.628 106.364 98.7543 93.1996 60.602 53.078 51.7608 49.0228 41.8906 41.6152 35.5205 31.9039 18.8989 18.7811 8.03405
threshold=0.27998000000000006 0.13388500000000003 -0.063569999999999974 0.094545000000000018 -0.055679999999999993 0.15305000000000002 0.073890000000000011 0.14808000000000002 0.12168500000000002 -0.090344999999999995 0.090020000000000017 -1.0000000180025095e-35 0.12168500000000002 0.0048000000000000013 -0.072924999999999976 0.087815000000000018 -0.013049999999999997 -0.090789999999999996 -0.10726999999999999 -0.077134999999999995 0.51367000000000018 0.088185000000000013 0.061295000000000009 -0.080454999999999985 0.0072100000000000003 -0.10690999999999999 -0.14884499999999998 0.097585000000000019
decision_type=2 2 2 2 2 2 2 2 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 11 10 -3 13 -4 14 20 18 24 21 -15 22 -18 -13 -16 -2 25 26 -19 -6 -1 -12 -23
right_child=5 7 3 -5 8 -7 -8 -9 -10 -11 16 12 -14 15 19 -17 17 23 -20 -21 -22 27 -24 -25 -26 -27 -28 -29
leaf_value=0.076217374931357912 0.049168707132594539 0.060397814107527571 0.068704413170734099 0.056411154331899589 0.066512353402289531 0.044405466576610986 0.079826805178302235 0.049585427412359252 0.063345637658379569 0.059513774293206131 0.074070858398448514 0.061877813079945172 0.051691734112093497 0.077602906730325577 0.067393637623886601 0.071473234546736833 0.065390724560213317 0.071780919920819058 0.056619815756523209 0.072195940963753258 0.054073622440771824 0.072731451571307684 0.068899050785301383 0.068644617148684708 0.070495439732517928 0.073852884043931671 0.071938722587996093 0.07130067326920074
leaf_weight=52 65 52 54 62 52 54 77 68 52 97 78 53 53 62 60 93 52 87 56 68 52 213 55 126 64 769 251 80
leaf_count=52 65 52 54 62 52 54 77 68 52 97 78 53 53 62 60 93 52 87 56 68 52 213 55 126 64 769 251 80
internal_value=0 0.070574 0.0713553 0.0666108 0.0679448 0.0528402 0.0726475 0.0542711 0.0703495 0.0628008 0.0723551 0.0544726 0.0567283 0.0716932 0.0731926 0.0739254 0.0707524 0.0690361 0.0591768 0.0699452 0.051349 0.0735657 0.0719367 0.0699258 0.0687103 0.0740027 0.0724443 0.0723409
internal_weight=0 2624 2504 536 474 333 1968 120 323 151 1891 279 162 271 1242 155 649 265 109 128 117 1114 384 213 116 821 329 293
internal_count=2957 2624 2504 536 474 333 1968 120 323 151 1891 279 162 271 1242 155 649 265 109 128 117 1114 384 213 116 821 329 293
is_linear=0
shrinkage=0.00375408


Tree=106
num_leaves=30
num_cat=0
split_feature=3 3 43 15 42 457 12 12 39 3 43 49 3 16 13 160 160 15 13 15 48 12 51 16 12 12 133 15 15
split_gain=4862.95 2061.42 1481.72 869.181 806.96 512.295 400.245 361.697 249.389 247.768 269.51 238.23 154.792 151.378 126.47 101.269 130.055 84.1949 75.9217 55.6039 48.3547 34.918 29.9921 29.7071 26.1279 22.2134 16.4388 12.3466 7.77407
threshold=-0.057749999999999989 0.30863500000000005 -0.033049999999999989 -0.26361999999999991 -1.0000000180025095e-35 0.093295000000000003 0.056995000000000011 0.093245000000000008 0.098380000000000009 0.11878500000000002 1.0000000180025095e-35 -0.010819999999999998 -0.15415499999999996 -0.10850999999999998 -0.48634999999999995 -0.010599999999999998 0.0012900000000000001 -0.013439999999999999 -0.011809999999999999 -0.10271999999999999 0.084855000000000014 0.087915000000000007 -1.0000000180025095e-35 -0.073309999999999986 0.099680000000000005 0.085905000000000023 -0.0081099999999999974 -0.031624999999999993 0.090725000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 -2 9 -5 12 13 10 15 -9 -8 -6 -3 -4 -17 19 -15 -13 21 26 -21 28 -25 -22 -14 -23 -19
right_child=1 14 5 6 8 -7 7 11 -10 -11 -12 17 20 18 -16 16 -18 23 -20 22 25 27 -24 24 -26 -27 -28 -29 -30
leaf_value=0.014181779950047411 0.025401194341198689 0.0080657517380792552 0.032900719730903798 0.019021472887321041 0.0085549473674094087 0.013970645553379442 0.034876988106991212 0.019234486470476847 0.0039038216741228301 0.020343723548917621 0.02172945334667432 0.02871810350748032 0.03112994513700337 0.018306459450989902 0.00060759969931022378 0.024978933226643685 0.031997934311827521 0.030696217717483605 0.012311390554748787 0.025952726447789273 0.029265821401561566 0.028139189739889187 0.023206692196767964 0.0284302479583429 0.025876180214132388 0.026257107720873488 0.029887177424861106 0.029386371619917445 0.028923032841085508
leaf_weight=56 61 53 72 56 66 53 72 52 52 82 79 60 208 56 64 87 55 56 52 123 52 141 87 147 79 80 403 377 76
leaf_count=56 61 53 72 56 66 53 72 52 52 82 79 60 208 56 64 87 55 56 52 123 52 141 87 147 79 80 403 377 76
internal_value=0 0.0178803 0.0201538 0.0280633 0.0138767 0.024363 0.028439 0.0287009 0.0107659 0.0258317 0.0273674 0.0265814 0.0297822 0.0128164 0.0039864 0.0294485 0.0276978 0.0271896 0.0154203 0.0256827 0.0294912 0.0297307 0.0248153 0.028326 0.0275376 0.0274426 0.0303103 0.029047 0.0296756
internal_weight=0 832 715 2125 287 428 2069 2013 226 375 293 680 1333 174 117 214 142 628 108 270 1261 1129 210 358 226 132 611 518 132
internal_count=2957 832 715 2125 287 428 2069 2013 226 375 293 680 1333 174 117 214 142 628 108 270 1261 1129 210 358 226 132 611 518 132
is_linear=0
shrinkage=0.00357052


Tree=107
num_leaves=33
num_cat=0
split_feature=1 1 12 4 2 2 4 1 2 4 1 12 132 16 51 51 12 4 4 16 4 16 12 4 12 16 474 42 42 16 159 1
split_gain=3572.11 741.138 436.317 376.2 209.289 197.88 272.636 153.74 121.121 105.703 247.689 81.1222 74.8675 61.425 68.8204 60.3751 59.5229 59.3252 138.368 90.735 56.5978 50.4469 34.4004 33.8902 23.7846 23.0428 22.2155 19.8246 15.5827 5.54087 5.08003 3.02808
threshold=0.10404000000000001 0.13074500000000003 0.087255000000000013 0.27020000000000005 0.089945000000000011 0.17553000000000005 0.27998000000000006 0.091395000000000018 0.10724500000000002 -0.012014999999999998 0.083670000000000008 0.085845000000000019 0.084790000000000018 -0.11082499999999999 0.078960000000000016 -0.16140499999999999 0.091200000000000017 0.094220000000000012 -0.0083549999999999978 -0.50472499999999987 -0.49269499999999994 -0.076029999999999986 0.08622500000000001 0.0049450000000000006 0.079335000000000017 -0.43279999999999996 0.083900000000000016 0.082495000000000013 0.086510000000000017 -0.057034999999999995 -1.0000000180025095e-35 0.094655000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 7 6 -3 13 23 12 16 -9 15 -1 22 -6 24 18 -2 -19 -17 -22 26 -4 -11 -8 -15 -24 -26 -18 -13 -32
right_child=1 5 8 -5 9 -7 25 11 -10 10 -12 30 -14 14 -16 20 29 19 -20 -21 21 -23 27 -25 28 -27 -28 -29 -30 -31 31 -33
leaf_value=0.028587020519187399 0.016849343378200272 0.017975838835673899 0.026203562194931727 0.015550484001762463 0.02837881335901022 0.0052878392789417836 0.011044491295875975 0.019259945251376316 0.018137882497653756 0.022931967095749066 0.015700034139328002 0.024981990262295303 0.020902971218687331 0.027075457377574687 0.022679045737413337 0.027425784603943917 0.022568970625853505 0.014652367728728148 0.0095238135798889397 0.020467504851044628 0.026135634188277267 0.023099905803842309 0.025993000929321601 0.02256113930095241 0.027016297205407359 0.0080335680143060213 0.025267718196923378 0.024606756642595096 0.024378130522228387 0.021348531850102687 0.024232245910490145 0.023079104843466303
leaf_weight=99 69 67 58 53 52 57 54 53 52 55 59 52 60 370 76 63 78 76 52 52 86 237 281 60 52 64 100 208 52 100 57 53
leaf_count=99 69 67 58 53 52 57 54 53 52 55 59 52 60 370 76 63 78 76 52 52 86 237 281 60 52 64 100 208 52 100 57 53
internal_value=0 0.0155357 0.018264 0.0244796 0.0246906 0.0108118 0.0125135 0.0255339 0.0224513 0.023418 0.0221098 0.0229041 0.0244582 0.0260325 0.0257881 0.0249451 0.0232319 0.015405 0.0137015 0.0170151 0.0244825 0.0239083 0.0260345 0.0243518 0.0247411 0.00941176 0.0266909 0.0254034 0.0256976 0.0218835 0.0240961 0.023677
internal_weight=0 661 419 2296 2243 242 185 1349 170 894 396 215 498 1134 1035 438 337 249 121 128 386 323 959 118 159 118 470 489 104 178 162 110
internal_count=2957 661 419 2296 2243 242 185 1349 170 894 396 215 498 1134 1035 438 337 249 121 128 386 323 959 118 159 118 470 489 104 178 162 110
is_linear=0
shrinkage=0.00339015


Tree=108
num_leaves=28
num_cat=0
split_feature=4 2 12 150 2 13 12 11 2 160 12 2 4 4 475 0 0 0 0 0 12 2 158 4 13 12 2
split_gain=5613.88 1867.3 966.324 575.447 276.622 271.819 231.815 200.494 168.941 160.097 201.659 130.354 116.778 100.685 86.8814 128.116 56.3868 49.0779 25.4187 23.5993 21.2635 21.0022 18.0629 22.7101 12.3863 3.93386 1.7899
threshold=0.31392000000000003 0.13388500000000003 0.056995000000000011 0.083435000000000023 0.15305000000000002 -0.0015099999999999998 0.09253500000000002 1.0000000180025095e-35 0.15205000000000002 -0.074049999999999991 -0.038859999999999992 0.096080000000000013 -0.0072149999999999992 -0.0058699999999999994 -0.028044999999999997 -0.15127999999999997 -0.10934999999999999 -0.081644999999999981 -0.044434999999999995 -0.07002499999999999 0.086315000000000017 0.11248000000000001 0.077000000000000013 0.043640000000000005 0.0057500000000000008 0.10134500000000002 0.094905000000000017
decision_type=2 2 2 2 2 2 2 2 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 13 7 16 -3 -2 -11 -5 17 -1 -7 -16 -4 -8 24 20 -18 -12 23 -14 -19 -25 -17
right_child=4 8 6 11 -6 14 12 -9 -10 10 21 -13 22 -15 15 26 19 18 -20 -21 -22 -23 -24 25 -26 -27 -28
leaf_value=0.013722059649683847 0.013043276893746824 0.012603888310858173 0.022154458435518762 0.015575507197359712 -0.0019005225685147858 0.020169012112853796 0.027383171022377546 0.032181474856674532 0.0033019145383930922 0.001226927574096552 0.010947173790118354 0.0077230782803871141 0.022450135948453541 0.020648136168356632 0.030624439453875302 0.022844777289414024 0.027009269860524893 0.025105277730298005 0.022219911364598059 0.023749663817888442 0.025873968463290518 0.007705308851873871 0.023457885858054171 0.020408357212040984 0.023464468407015212 0.018889370015059106 0.023910816325952641
leaf_weight=61 68 68 56 78 54 52 89 87 54 80 58 56 78 69 59 52 427 253 83 58 639 66 52 55 100 53 52
leaf_count=61 68 68 56 78 54 52 89 87 54 80 58 56 78 69 59 52 427 253 83 58 639 66 52 55 100 53 52
internal_value=0 0.0234856 0.0242149 0.0191991 0.00621484 0.0218809 0.0253984 0.0264282 0.00848697 0.00782614 0.00608689 0.0122942 0.0236884 0.0173985 0.0245909 0.0260013 0.026004 0.024723 0.0241799 0.0261957 0.0263288 0.009222 0.0214061 0.0208322 0.0246406 0.0196633 0.0233782
internal_weight=0 2631 2509 479 326 345 2030 1267 122 272 204 134 763 130 215 163 1180 525 436 1124 1066 124 238 186 353 108 104
internal_count=2957 2631 2509 479 326 345 2030 1267 122 272 204 134 763 130 215 163 1180 525 436 1124 1066 124 238 186 353 108 104
is_linear=0
shrinkage=0.00392572


Tree=109
num_leaves=17
num_cat=0
split_feature=3 15 150 0 16 150 13 148 43 11 3 0 160 13 16 157
split_gain=737.465 366.133 285.588 105.234 249.288 105.599 98.3245 91.7849 72.5541 68.8377 72.4242 140.564 109.917 63.1097 48.2244 11.6711
threshold=0.28833000000000003 -0.38214499999999996 0.11228 -0.029849999999999998 0.067035000000000011 -0.053939999999999995 -0.48634999999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.057935000000000007 -0.13843999999999998 -1.0000000180025095e-35 0.096295000000000006 -0.15105999999999997 -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 5 -5 -3 -2 -4 -1 10 11 -7 -12 15 -11 -6
right_child=6 2 7 4 13 9 -8 -9 -10 14 12 -13 -14 -15 -16 -17
leaf_value=0.0073797919681994079 0.0099943453203319432 0.013663352438070099 0.0050728378421014842 0.007379441883866987 0.02301531868531102 0.010256744560495117 0.00032744980045341145 0.014435782210498542 0.014271267430865646 0.019478184504447407 0.029046807498932303 0.019155050869013177 0.019213478635838912 0.014413677602992425 0.026254127299557534 0.019694754950477695
leaf_weight=97 53 95 52 75 52 52 69 70 79 53 52 1870 86 60 69 73
leaf_count=97 53 95 52 75 52 52 69 70 79 53 52 1870 86 60 69 73
internal_value=0 0.0179291 0.0184226 0.0188062 0.0155883 0.0191736 0.00452747 0.0104455 0.0104734 0.0194135 0.0191827 0.0189143 0.0229192 0.0189159 0.0233109 0.0210766
internal_weight=0 2835 2659 2537 260 2277 122 122 176 2182 2060 1922 138 185 122 125
internal_count=2957 2835 2659 2537 260 2277 122 122 176 2182 2060 1922 138 185 122 125
is_linear=0
shrinkage=0.00533702


Tree=110
num_leaves=23
num_cat=0
split_feature=1 12 1 4 1 4 1 0 0 4 0 0 12 0 12 16 4 1 42 12 16 16
split_gain=7987.6 1615.37 1117.41 407.29 432.923 388.025 299.069 254.855 234.391 232.692 219.538 155.733 159.408 123.198 144.327 120.51 70.1605 64.646 54.9655 41.7116 41.1386 30.9913
threshold=0.10123500000000001 0.085075000000000026 0.12988000000000002 -0.111135 0.12313000000000002 0.043640000000000005 0.083670000000000008 0.060910000000000006 -0.22745499999999999 -0.013049999999999997 -0.14920999999999998 -0.10339499999999999 0.089210000000000025 -0.055084999999999988 -0.091944999999999985 -0.43708999999999992 0.043640000000000005 0.11406500000000001 0.086700000000000013 0.099980000000000013 0.064455000000000012 -0.10850999999999998
decision_type=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 9 -2 16 7 15 8 -1 -3 -10 -12 18 14 -6 -7 -5 -18 -13 -11 -14 -17
right_child=1 2 -4 4 13 6 -8 -9 10 19 11 12 20 -15 -16 21 17 -19 -20 -21 -22 -23
leaf_value=0.02330650423436147 0.021371150656564575 0.031066082341198901 0.009624435022914303 0.012062948583260021 0.01378025387513645 0.031385883718261752 0.018550882686174226 0.024489144640084066 0.037020111797270563 0.025677240303881656 0.02439851341247188 0.032346203186872161 0.029886984582978192 0.0029944219875261964 0.0061662235188844304 0.027868669439733335 0.018777548765662386 0.013437771339832599 0.030352612620137248 0.021218827507976899 0.027506695429342254 0.024619135357172441
leaf_weight=56 54 100 63 95 52 78 59 94 73 55 52 660 612 67 89 64 63 57 253 56 114 99
leaf_count=56 54 100 63 95 52 78 59 94 73 55 52 660 612 67 89 64 63 57 253 56 114 99
internal_value=0 0.016017 0.0230422 0.0119815 0.0107828 0.0297184 0.0258787 0.0303202 0.0306214 0.0270483 0.0308536 0.0305873 0.0307837 0.00704842 0.00897451 0.0276725 0.0143953 0.0162415 0.0317938 0.0234283 0.0295133 0.0258953
internal_weight=0 751 274 477 423 2214 300 1914 1820 211 1764 1691 1639 208 141 241 215 120 913 111 726 163
internal_count=2965 751 274 477 423 2214 300 1914 1820 211 1764 1691 1639 208 141 241 215 120 913 111 726 163
is_linear=0
shrinkage=0.00363035


Tree=111
num_leaves=24
num_cat=0
split_feature=4 3 3 43 3 48 11 0 4 3 0 43 4 11 0 0 39 42 3 0 4 43 3
split_gain=7839.69 2807.77 1435.44 1115.97 354.659 329.551 274.5 571.121 241.086 365.171 222.217 185.221 178.531 151.933 130.512 120.008 115.932 98.7773 44.4079 36.3738 27.6829 16.2474 4.95877
threshold=0.31392000000000003 -0.064349999999999991 0.28833000000000003 -0.034774999999999993 -0.082634999999999986 0.087310000000000013 1.0000000180025095e-35 -0.044434999999999995 -0.22295999999999996 0.093925000000000022 -0.10726999999999999 -0.088909999999999989 0.008570000000000003 0.084110000000000004 -0.071379999999999985 -0.077614999999999976 0.088025000000000006 0.091485000000000025 0.0048000000000000013 -0.079249999999999987 -0.040394999999999993 -0.073404999999999984 -0.080054999999999987
decision_type=2 2 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 -2 11 7 10 -5 15 -1 -3 17 -8 16 18 -6 19 -10 -12 -19 22 -14
right_child=4 2 -4 8 14 -7 13 -9 9 -11 12 -13 21 -15 -16 -17 -18 20 -20 -21 -22 -23 -24
leaf_value=0.030548750162220591 0.019175971612383602 0.032440721149991525 0.0064267583136725214 0.040557755963806501 0.013762839235206896 0.014607661196517692 0.048871485984391567 0.025375558850627051 0.035220650319253755 0.024112153838198789 0.039737030041363863 0.021451950612321313 0.035888776913316052 0.039924580043882746 0.003114347909444151 0.029664590275638412 0.0060608398204509998 0.03724587341130612 0.04031699852528222 0.037700630899196792 0.034121817895057444 0.032152218461674584 0.033955251230665326
leaf_weight=82 87 52 63 88 98 92 64 79 77 85 926 80 60 100 67 55 68 256 65 225 76 67 53
leaf_count=82 87 52 63 88 98 92 64 79 77 85 926 80 60 100 67 55 68 256 65 225 76 67 53
internal_value=0 0.0351153 0.0269939 0.0291752 0.0113688 0.0211923 0.0377992 0.0372942 0.034008 0.0319639 0.0378337 0.0257812 0.0381929 0.0434164 0.00845345 0.0353515 0.0106081 0.0387104 0.0375538 0.039339 0.0365309 0.0339292 0.0349823
internal_weight=0 2645 657 594 320 224 1988 1824 370 282 1745 132 1663 164 233 197 166 1483 142 1151 332 180 113
internal_count=2965 2645 657 594 320 224 1988 1824 370 282 1745 132 1663 164 233 197 166 1483 142 1151 332 180 113
is_linear=0
shrinkage=0.00453128


Tree=112
num_leaves=30
num_cat=0
split_feature=1 3 4 4 1 43 3 49 4 43 13 3 15 12 41 123 43 133 51 3 133 151 133 3 42 43 13 15 15
split_gain=1286.08 365.811 112.235 104.737 149.175 103.007 176.973 58.9297 72.2899 56.83 71.0385 56.5123 50.1689 43.3921 45.4765 36.3543 33.3914 52.0225 33.7623 33.1075 22.8757 16.566 15.7174 17.496 15.2663 12.945 10.01 9.33715 1.54739
threshold=0.10075500000000003 -0.055389999999999988 -0.064209999999999989 0.008570000000000003 0.083670000000000008 1.0000000180025095e-35 0.3148450000000001 -0.029519999999999998 0.10516000000000002 -0.025079999999999995 -0.0073899999999999999 0.092005000000000017 -0.10981499999999998 0.10184000000000001 0.075585000000000013 0.089295000000000013 0.0034500000000000004 -0.090054999999999982 -0.14644999999999997 -0.12077499999999998 0.099135000000000015 -1.0000000180025095e-35 0.093845000000000026 -0.080454999999999985 -0.077409999999999993 -0.077849999999999989 0.084770000000000026 0.088305000000000008 0.088595000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 -3 11 12 6 9 -2 25 10 15 13 -5 14 16 -4 18 28 -1 -20 -19 -11 23 -14 -15 -9 -27 -26 -18
right_child=1 2 5 4 -6 -7 -8 8 -10 21 -12 -13 22 24 -16 -17 17 20 19 -21 -22 -23 -24 -25 27 26 -28 -29 -30
leaf_value=0.027030802312105404 0.011560403821173026 0.016730334271103764 0.01189298567032343 0.02496671364116745 0.009940208231732417 0.014483100008608644 -0.0028190819526892398 0.023406769893599452 0.013615692140230617 0.0090969714158093563 0.00073612782723380624 0.016611267662651863 0.021971168365042069 0.021694340576260993 0.026983885388540681 0.0051893827146869565 0.022810042183560832 0.013822094132138026 0.017338232584422551 0.022293205541546849 0.019326001656749667 0.013762593709510095 0.0164306021025864 0.017883771709699764 0.015826823644949431 0.017833246112873902 0.021592173893894839 0.01917378602837614 0.021552676832022281
leaf_weight=53 54 55 65 57 69 66 65 52 73 52 60 82 71 53 67 55 81 52 52 1141 60 61 80 85 52 53 52 76 71
leaf_count=53 54 55 65 57 69 66 65 52 73 52 60 82 71 53 67 55 81 52 52 1141 60 61 80 85 52 53 52 76 71
internal_value=0 0.0118112 0.00857688 0.0209498 0.0179662 0.00751909 0.00623504 0.0172661 0.0186054 0.00824385 0.00612643 0.0215368 0.019856 0.0217665 0.0220896 0.00882104 0.0218724 0.0199104 0.022288 0.0220773 0.0167712 0.0116162 0.0186214 0.0197445 0.018951 0.0209251 0.0196954 0.0178146 0.0222231
internal_weight=0 763 479 2202 362 424 358 284 230 293 180 1840 293 1758 1577 120 1510 264 1246 1193 112 113 236 156 181 157 105 128 152
internal_count=2965 763 479 2202 362 424 358 284 230 293 180 1840 293 1758 1577 120 1510 264 1246 1193 112 113 236 156 181 157 105 128 152
is_linear=0
shrinkage=0.00606586


Tree=113
num_leaves=27
num_cat=0
split_feature=1 3 3 16 4 4 1 11 43 3 52 1 12 16 4 43 12 1 3 3 12 49 11 52 4 16
split_gain=6140.9 1557 418.99 360.817 348.234 298.975 239.336 224.228 195.012 163.786 162.92 124.906 116.738 113.011 97.8713 97.2411 96.5997 72.9846 51.7554 43.8095 49.7658 36.8286 35.7514 29.2863 27.107 25.8743
threshold=0.10075500000000003 -0.055389999999999988 0.3148450000000001 0.25619500000000001 -0.047714999999999987 0.043640000000000005 0.083670000000000008 0.074925000000000005 -0.025079999999999995 -0.12711499999999995 0.090060000000000015 0.093575000000000019 0.087695000000000009 -0.50069999999999992 0.27998000000000006 -1.0000000180025095e-35 0.093910000000000007 0.12040000000000002 -0.074959999999999985 0.088880000000000015 0.086730000000000015 0.099115000000000023 0.082245000000000013 0.11534500000000002 -0.041239999999999992 -0.11807499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 10 -3 7 13 9 17 -1 15 16 -13 -7 -10 -2 19 -6 25 20 -11 23 -9 -18 -5 -15
right_child=1 2 -4 24 8 6 -8 22 14 11 -12 12 -14 18 -16 -17 21 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.022049690389293181 0.01288778824305401 0.021987944808375154 0.0037883834070353639 0.029913712935563903 0.011416202341881631 0.031177217816578662 0.0175571756478878 0.036717960478513161 0.017694823370082078 0.030567151500811289 0.024827126350991012 0.020572357534285747 0.028072275521042578 0.02857194547569648 0.01140694977329946 0.020000201709545182 0.02865871181743606 0.0063478837319204066 0.022431593627374423 0.026525905888776451 0.028974500842541294 0.024184966294571331 0.032160572197794349 0.025949555239958701 0.026057211417229682 0.024712169400768921
leaf_weight=57 57 56 95 61 79 58 58 53 79 595 53 52 82 54 73 61 189 97 76 68 611 52 53 91 52 53
leaf_count=57 57 56 95 61 79 58 58 53 79 595 53 52 82 54 73 61 189 97 76 68 611 52 53 91 52 53
internal_value=0 0.0154522 0.0111475 0.0227124 0.012968 0.0283351 0.0246963 0.0289068 0.0114279 0.0285804 0.019126 0.0287943 0.0251622 0.0264143 0.0146753 0.0165649 0.0290974 0.00862311 0.0249045 0.0295877 0.0297603 0.0272157 0.0344397 0.0277784 0.0281394 0.0266605
internal_weight=0 763 479 284 384 2202 299 1903 328 1797 171 1740 134 241 152 118 1606 176 183 1274 1206 332 106 280 113 107
internal_count=2965 763 479 284 384 2202 299 1903 328 1797 171 1740 134 241 152 118 1606 176 183 1274 1206 332 106 280 113 107
is_linear=0
shrinkage=0.00391337


Tree=114
num_leaves=17
num_cat=0
split_feature=15 10 39 150 42 150 42 39 11 42 15 39 11 49 1186 15
split_gain=1995.44 1044.17 773.746 327.151 353.792 255.389 239.357 161.718 154.638 139.197 123.438 114.914 112.652 87.6649 71.1639 27.5339
threshold=-0.26361999999999991 -0.11133 0.055555000000000007 0.093965000000000007 0.083385000000000015 -0.07009 -1.0000000180025095e-35 0.099350000000000008 1.0000000180025095e-35 0.073240000000000013 -0.42443999999999993 0.088025000000000006 0.085630000000000026 0.11115500000000002 0.081240000000000021 -0.065984999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 5 -5 -3 -4 9 13 -8 11 -1 -10 14 -7 -15
right_child=1 2 6 4 -6 8 7 -9 12 -11 -12 -13 -14 15 -16 -17
leaf_value=0.014668758373883886 0.0044377211826222545 0.0175017452881897 0.023768332288122366 0.012196668031799633 0.023684345654373665 0.024597318192512863 0.012210264492519961 0.0076403853797910593 0.032393241271601828 0.020816113235690464 0.0050783941550144006 0.0076251934297287272 0.025512779861153981 0.022533759732949771 0.020348413484781957 0.018668246812592673
leaf_weight=101 52 92 52 83 102 1806 69 53 69 60 62 65 99 76 70 54
leaf_count=101 52 92 52 83 102 1806 69 53 69 60 62 65 99 76 70 54
internal_value=0 0.0227734 0.0231284 0.0238137 0.0185307 0.024245 0.0159509 0.0137171 0.0245303 0.0162133 0.0100532 0.011911 0.0283389 0.0242113 0.0244388 0.0209284
internal_weight=0 2737 2685 2451 185 2266 234 182 2174 129 228 166 168 2006 1876 130
internal_count=2965 2737 2685 2451 185 2266 234 182 2174 129 228 166 168 2006 1876 130
is_linear=0
shrinkage=0.00413098


Tree=115
num_leaves=19
num_cat=0
split_feature=2 12 2 12 2 2 2 147 14 34 12 15 40 48 13 42 15 13
split_gain=858.454 371.593 185.553 145.45 120.026 158.626 103.411 93.0187 91.3134 81.499 63.1751 104.214 58.5313 46.4452 31.6202 25.2024 23.6145 11.8235
threshold=0.13554000000000002 -1.0000000180025095e-35 0.11504500000000002 0.089485000000000023 -1.0000000180025095e-35 0.094765000000000016 0.31115000000000004 0.089245000000000005 0.05884000000000001 -0.079669999999999977 0.10011000000000002 -0.18498499999999998 -0.062739999999999976 0.083540000000000017 -0.15122999999999998 0.098060000000000022 -0.097454999999999986 0.022635000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 -4 9 -6 14 8 10 -1 11 -3 -7 -13 -2 17 -16 -12
right_child=6 2 3 -5 5 12 -8 -9 -10 -11 15 13 -14 -15 16 -17 -18 -19
leaf_value=0.0092109698630163175 0.0035182778558244042 0.022128162180978246 0.0051784711990830058 0.013886216527395502 0.018523850033972791 0.011692474244253435 -0.0010605308506631188 0.0094970227876503555 0.019997088938823473 0.0017228675303146033 0.015337670111873652 0.015709221036773312 0.0053403837334015493 0.013423922413583578 0.0058277568368418171 0.010899150702669773 0.010123161594963763 0.01306244938027854
leaf_weight=79 53 52 71 102 57 81 52 58 94 53 90 1510 52 223 58 75 54 113
leaf_count=79 53 52 71 102 57 81 52 58 94 53 90 1510 52 223 58 75 54 113
internal_value=0 0.0143373 0.0149724 0.0103128 0.0096268 0.0120039 0.00468217 0.0153363 0.0154933 0.00620476 0.0152881 0.0156108 0.00920933 0.0154152 0.0064923 0.0132158 0.0078992 0.0140714
internal_weight=0 2710 2388 173 322 190 217 2215 2157 132 2063 1785 133 1733 165 278 112 203
internal_count=2927 2710 2388 173 322 190 217 2215 2157 132 2063 1785 133 1733 165 278 112 203
is_linear=0
shrinkage=0.00467073


Tree=116
num_leaves=25
num_cat=0
split_feature=1 2 12 123 1 4 4 158 15 12 12 4 16 15 475 0 4 12 0 15 15 132 12 12
split_gain=2468.4 464.436 529.206 240.482 126.033 122.871 107.542 92.1433 86.2475 84.594 81.0181 74.8076 50.6663 54.0846 61.4668 105.057 50.2892 52.732 42.9416 42.3087 23.8583 17.9342 16.6455 8.87606
threshold=0.10398500000000001 0.11504500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.13654500000000003 0.046185000000000004 0.0047050000000000008 0.019155000000000002 -0.42075999999999997 0.11755500000000001 -0.041014999999999989 0.094220000000000012 -0.14158499999999996 0.025430000000000005 -0.084344999999999989 -0.11073999999999999 -0.014854999999999998 0.091445000000000012 -0.085719999999999977 -0.043134999999999993 -0.011484999999999999 0.03056 0.091895000000000018 0.083865000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 5 6 9 -3 19 -8 12 -6 -2 -1 14 20 -16 -4 -18 23 22 -14 -20 -7 -15
right_child=1 4 16 -5 10 7 8 -9 -10 -11 -12 -13 13 18 15 -17 17 -19 21 -21 -22 -23 -24 -25
leaf_value=0.018655751706952318 -0.00024767571740504492 0.0093357126822428034 0.015399650555194565 0.0083710535172034934 0.0027181823185209635 0.013871456741426088 0.0060184990740191954 0.016026314082728532 -0.00039771319913217853 0.01068702551915552 -0.0041146144773464037 0.0056391665765277866 0.017950278832436658 0.019116327645569659 0.0096572370261317365 0.014787702587041726 0.0083292934747921082 0.013370616456580858 0.015492378904239957 0.0084104936548556591 0.014996427235183641 0.017565347794550337 0.010987426086258372 0.017255666321881257
leaf_weight=87 60 52 84 85 52 64 62 90 71 55 58 79 114 53 71 568 52 89 633 61 70 74 63 180
leaf_count=87 60 52 84 85 52 64 62 90 71 55 58 79 114 53 71 568 52 89 633 61 70 74 63 180
internal_value=0 0.00619196 0.00919615 0.0149318 0.00248496 0.0151872 0.00448847 0.0127177 0.00259298 0.0155475 -0.000884179 0.00309778 0.015692 0.0155457 0.0148011 0.0142177 0.0129634 0.0115117 0.0161977 0.0111335 0.0168268 0.0157094 0.0124411 0.0176791
internal_weight=0 659 364 2268 295 2183 185 278 133 1905 110 139 1850 1763 823 639 225 141 940 188 184 707 127 233
internal_count=2927 659 364 2268 295 2183 185 278 133 1905 110 139 1850 1763 823 639 225 141 940 188 184 707 127 233
is_linear=0
shrinkage=0.00397502


Tree=117
num_leaves=31
num_cat=0
split_feature=1 52 1 12 1 124 12 40 12 15 3 40 3 12 15 12 13 15 43 15 12 13 132 1 130 160 15 15 15 13
split_gain=3416.09 790.659 354.231 408.424 220.871 293.972 149.963 146.365 136.327 92.9481 85.452 141.758 71.7782 67.1261 65.334 51.6672 47.0115 46.266 45.2332 36.3215 34.351 32.9712 21.1945 20.0231 18.8506 16.9287 15.8754 14.0501 9.82166 5.97475
threshold=0.10398500000000001 -0.41694999999999993 0.13612500000000002 0.088365000000000013 0.090485000000000024 -1.0000000180025095e-35 0.093245000000000008 -0.025204999999999995 0.10621000000000001 -0.14868999999999996 0.076825000000000018 -0.062739999999999976 0.143375 0.056995000000000011 -1.0000000180025095e-35 0.11878500000000002 -0.053999999999999999 0.080895000000000009 -0.029255 -0.031624999999999993 0.087765000000000024 -0.051009999999999993 0.078205000000000011 0.078320000000000015 0.091015000000000013 -0.078454999999999983 -0.063834999999999989 0.091490000000000016 -0.046109999999999991 -0.032149999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 10 6 -6 9 -4 -5 -1 11 -3 -12 18 16 17 -7 24 -11 -20 22 -16 23 -15 26 -22 -8 -19 -27 -29
right_child=1 2 7 8 5 14 15 -9 -10 13 12 -13 -14 20 21 -17 -18 27 19 -21 25 -23 -24 -25 -26 28 -28 29 -30 -31
leaf_value=0.026396221686231264 0.022534624900229967 0.010221841176720328 0.0011120758594294023 0.020711639928601935 0.0098322125867006151 0.019878851116477969 0.018968783452319272 0.0080072365467553988 0.012811505765184276 0.016537936826999961 0.014417107661397638 0.0033378413486490534 0.0086386110005101154 0.022472891253654131 0.019124260759950048 0.01631258876511215 0.015385486467007256 0.022807479569289843 0.018400406037797853 0.022261536119951436 0.019728655282799507 0.022119084534264005 0.024631254279893995 0.02049870389285928 0.020331713247138894 0.020341361953429841 0.016509628193892772 0.021175429873533314 0.021792230762658186 0.019540964401701204
leaf_weight=57 73 99 73 67 52 56 85 102 55 52 58 71 61 555 100 68 76 53 59 79 98 104 55 82 64 84 64 80 293 52
leaf_count=57 73 99 73 67 52 56 85 102 55 52 58 71 61 555 100 68 76 53 59 79 98 104 55 82 64 84 64 80 293 52
internal_value=0 0.010998 0.00956076 0.0114467 0.0206129 0.0180587 0.02114 0.0051312 0.0171504 0.0217429 0.00903881 0.00734699 0.0114554 0.0215474 0.0193317 0.0193104 0.0172921 0.0198225 0.0194965 0.0206111 0.0218813 0.0206512 0.0224106 0.0222188 0.0186398 0.0211101 0.0179128 0.021184 0.0214691 0.0205319
internal_weight=0 659 586 411 2268 388 1880 175 122 1414 289 170 119 1357 336 466 132 398 190 138 1167 204 692 637 213 475 149 185 377 132
internal_count=2927 659 586 411 2268 388 1880 175 122 1414 289 170 119 1357 336 466 132 398 190 138 1167 204 692 637 213 475 149 185 377 132
is_linear=0
shrinkage=0.00371728


Tree=118
num_leaves=23
num_cat=0
split_feature=4 3 3 376 15 4 157 0 0 15 4 3 15 0 4 133 4 3 16 4 3 133
split_gain=2531.4 1091.35 519.285 275.62 161.043 203.612 244.192 126.283 122.822 137.108 103.165 99.6589 93.2101 72.1186 70.8115 55.4751 51.1552 37.9463 28.6555 19.0817 19.1806 13.1732
threshold=0.31392000000000003 0.28833000000000003 -0.066789999999999974 0.048375000000000008 -0.10981499999999998 -0.37626499999999991 -0.062424999999999994 -0.15029999999999996 -0.10071499999999999 -0.42443999999999993 0.51395000000000002 0.095880000000000007 -0.19153499999999998 -0.076734999999999984 0.032770000000000001 -0.037434999999999989 -0.27577999999999997 -0.096949999999999995 -0.14463999999999996 -0.082509999999999986 -0.092734999999999984 -0.098969999999999989
decision_type=2 2 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 -7 -1 12 10 -10 -8 -2 14 19 -15 -17 -18 -16 21 -21 -9
right_child=8 -3 3 -5 5 6 11 13 9 -11 -12 -13 -14 15 18 16 17 -19 -20 20 -22 -23
leaf_value=0.026296552553667505 0.012756163006854808 0.0031237140213745697 0.023141042871269182 0.010141769666184429 0.022527245403662095 0.0070835462975182345 0.017686694288902436 0.023783582521336021 0.011542458577495763 0.00012462353255357635 0.0037722537922951376 0.011554360253706273 0.005890362704939033 0.015468476988088375 0.019460842693890576 0.022190345766253269 0.015799346717701078 0.019399204152368763 0.015700780340529193 0.018998471937900441 0.020999071864447723 0.021586482215530715
leaf_weight=60 76 69 70 103 76 52 248 54 53 68 60 53 57 64 94 93 58 290 52 88 807 282
leaf_count=60 76 69 70 103 76 52 248 54 53 68 60 53 57 64 94 93 58 290 52 88 807 282
internal_value=0 0.0190467 0.0194786 0.0161857 0.0174332 0.0165017 0.0152043 0.0204993 0.00685335 0.00467761 0.00741707 0.0166071 0.009814 0.0203144 0.0207958 0.0190019 0.0195146 0.0187994 0.0181219 0.0211129 0.0208024 0.0219397
internal_weight=0 2613 2544 602 499 429 353 1942 314 181 113 301 133 1882 1377 505 441 348 146 1231 895 336
internal_count=2927 2613 2544 602 499 429 353 1942 314 181 113 301 133 1882 1377 505 441 348 146 1231 895 336
is_linear=0
shrinkage=0.00405749


Tree=119
num_leaves=30
num_cat=0
split_feature=1 2 12 12 1 447 2 40 1 49 3 11 12 12 12 12 16 48 3 48 15 16 1 157 133 131 132 16 133
split_gain=1112.38 245.298 310.596 109.343 165.115 103.01 73.8189 67.9808 59.5154 55.8368 53.6624 49.498 35.7185 47.6938 31.8943 31.649 28.8443 27.893 27.5824 26.2289 37.356 20.4486 16.6008 14.9036 9.6939 7.35209 6.87578 6.19003 5.74792
threshold=0.10378000000000001 0.11504500000000002 -1.0000000180025095e-35 -0.093719999999999984 0.13872000000000004 0.085135000000000016 0.097005000000000022 -0.051069999999999997 0.089875000000000024 0.12001000000000002 -0.095554999999999987 0.079700000000000007 0.10682000000000001 0.088365000000000013 0.087035000000000015 0.088055000000000008 0.044620000000000007 0.092205000000000023 -0.082354999999999984 0.087310000000000013 -0.43091499999999999 -0.20132999999999998 0.083250000000000005 -0.00078499999999999989 0.10254500000000001 0.096590000000000023 -0.013334999999999998 -0.047754999999999999 0.28072000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 7 -3 19 6 8 -2 11 10 -8 15 13 -4 -10 21 26 23 -15 20 -5 -1 -23 -12 -25 27 -17 28 -16
right_child=1 3 12 4 -6 -7 9 -9 14 -11 17 -13 -14 18 25 16 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30
leaf_value=0.02162804925724951 0.0084671170836297729 0.01193570088325431 0.01306683529906817 0.007599506532371042 -0.0041290263282332583 0.0098069129999913719 0.011812744140818458 0.00086704607247153518 0.011884557292104123 0.0098488203768540075 0.019878699843398059 0.023066283771527498 0.011581874201023397 0.021531345758018895 0.01751794441508292 0.018564218904389123 0.013424613767392719 0.013193941358604999 0.016153180617567563 0.0086757742576191298 0.0012028812314976965 0.018476622683896115 0.016379743869420954 0.017326526715702149 0.014830490065691858 0.017912838706998942 0.016822478376692759 0.014203635855431905 0.015058592067778475
leaf_weight=52 85 55 67 54 62 62 85 58 66 54 53 52 52 56 60 82 71 59 56 71 53 648 134 185 61 54 367 60 53
leaf_count=52 85 55 67 54 62 62 85 58 66 54 53 52 52 56 60 82 71 59 56 71 53 648 134 185 61 54 367 60 53
internal_value=0 0.00874304 0.0116533 0.00505317 0.00347568 0.0166879 0.0168821 0.00538497 0.017419 0.0150469 0.0156804 0.0178815 0.0155335 0.0166812 0.015199 0.0176824 0.0166334 0.0165985 0.0188428 0.00612484 0.00443162 0.0183363 0.0181174 0.0172701 0.0167078 0.0161624 0.0171407 0.0156157 0.016365
internal_weight=0 669 374 295 240 2258 2196 143 1699 497 443 1406 231 179 293 1354 520 358 112 178 107 834 782 299 246 227 449 173 113
internal_count=2927 669 374 295 240 2258 2196 143 1699 497 443 1406 231 179 293 1354 520 358 112 178 107 834 782 299 246 227 449 173 113
is_linear=0
shrinkage=0.00541143


Tree=120
num_leaves=21
num_cat=0
split_feature=4 3 40 2 0 10 11 3 0 2 48 3 4 0 4 160 484 157 13 43
split_gain=4103.42 1519.6 1136.26 366.289 350.276 279.308 260.6 119.948 118.531 108.52 85.3171 77.82 74.1203 57.3058 56.0445 54.1555 27.2756 24.9377 24.8717 10.9605
threshold=0.31392000000000003 0.28833000000000003 -0.034699999999999988 0.10060500000000001 -0.13165999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 -0.14326499999999995 -0.17127999999999996 0.13388500000000003 0.087550000000000017 -0.12077499999999998 0.018150000000000003 -0.11073999999999999 -0.0014249999999999998 -0.077459999999999987 -0.0042999999999999991 0.0029950000000000007 -0.085349999999999995 -0.073819999999999983
decision_type=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 11 -2 -9 14 -7 -4 13 -13 17 -10 -14 -6 -17 -16
right_child=7 -3 3 4 9 10 -8 8 15 -11 -12 12 16 -15 19 18 -18 -19 -20 -21
leaf_value=0.0009197070142773397 0.0065440973039011269 -0.00098578616876806354 0.013128048406447428 0.0057863245718714684 0.016281933740367942 0.012805768920418457 0.023060905212274347 0.0052504447193256676 0.0028935249047172137 0.010391248355765522 0.0072159690081667642 0.014743593853889587 0.017476309452350767 0.017740435292195541 0.015048931509838208 -0.003194722950714139 0.01455154981115267 0.019094111655153304 -9.7251009871301389e-05 0.012977408124491586
leaf_weight=52 69 66 57 57 162 82 99 69 52 52 58 84 54 1475 64 54 151 52 80 64
leaf_count=52 69 66 57 57 162 82 99 69 52 52 58 84 54 1475 64 54 151 52 80 64
internal_value=0 0.0157186 0.0161488 0.0168169 0.013957 0.00789843 0.0174886 0.00241973 0.00130357 0.015139 0.0104903 0.0171856 0.0173167 0.017579 0.0158607 -0.000160386 0.0153222 0.0169654 -0.00134577 0.0140135
internal_weight=0 2629 2563 2371 451 192 1920 324 255 394 140 1821 1764 1559 342 186 205 214 134 128
internal_count=2953 2629 2563 2371 451 192 1920 324 255 394 140 1821 1764 1559 342 186 205 214 134 128
is_linear=0
shrinkage=0.00352593


Tree=121
num_leaves=29
num_cat=0
split_feature=1 3 2 2 2 2 2 14 12 2 52 12 1 3 52 52 51 16 12 12 2 155 52 3 47 16 1 3
split_gain=4935.78 1118.28 559.988 416.62 382.832 267.908 362.238 219.574 204.104 191.54 183.874 181.425 108.939 82.17 60.8467 63.8463 80.7943 59.8398 57.5103 55.6693 53.8218 45.3544 38.1346 36.4606 36.2231 33.2446 19.3091 11.6211
threshold=0.10342000000000001 -0.055389999999999988 0.11426500000000002 0.095850000000000005 0.16993500000000003 -0.0050599999999999994 0.10457000000000001 0.077140000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 0.037045000000000002 0.11878500000000002 0.12040000000000002 0.093925000000000022 -0.51296999999999993 0.047800000000000009 -0.09522499999999999 -0.088824999999999987 0.091290000000000024 0.094795000000000004 0.088735000000000022 0.084710000000000021 -0.14556999999999998 0.11269500000000002 0.082465000000000024 0.061775000000000004 0.083065000000000014 -0.10115999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 21 7 5 -3 -7 9 -5 -1 12 14 23 18 -10 16 -16 -18 20 -17 26 24 -22 -8 -2 27 -11 -20
right_child=1 4 -4 8 -6 6 10 -9 11 13 -12 -13 -14 -15 15 19 17 -19 25 -21 22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.015357919015654116 0.016292129729138616 0.0036570785813013749 0.0084804215193802195 0.013176354862627228 -0.00083304378163242664 0.0178289455110466 0.010578605884273614 0.026616874065222888 0.022292963368879606 0.022491955183440712 0.013423064981876592 0.013633653844759463 0.0036538782018526897 0.017228283785114484 0.020975246235398148 0.022860021802937822 0.018646879447478098 0.013898867022700805 0.022105229473117469 0.018928429137281096 0.022972256811766217 0.021548269306709236 0.019802386610741456 0.0068692604016276403 0.019772884641993626 0.017884880643394899 0.021338110444760382 0.020451399642728539
leaf_weight=62 67 94 77 81 54 53 59 80 76 623 59 63 74 53 53 65 53 63 55 98 52 55 199 56 63 52 212 302
leaf_count=62 67 94 77 81 54 53 59 80 76 623 59 63 74 53 53 65 53 63 55 98 52 55 199 56 63 52 212 302
internal_value=0 0.0105353 0.0159371 0.0204843 0.00738312 0.00850643 0.0100207 0.021295 0.0180022 0.0210305 0.00835189 0.018832 0.00676864 0.0212577 0.0196346 0.019026 0.0176075 0.0160685 0.0214005 0.0204965 0.021797 0.0190405 0.0204592 0.00877262 0.0179792 0.0203477 0.022199 0.0207063
internal_weight=0 711 262 2242 449 395 301 1690 552 1610 248 471 189 1548 408 332 169 116 1495 163 1086 185 251 115 130 409 835 357
internal_count=2953 711 262 2242 449 395 301 1690 552 1610 248 471 189 1548 408 332 169 116 1495 163 1086 185 251 115 130 409 835 357
is_linear=0
shrinkage=0.00329016


Tree=122
num_leaves=28
num_cat=0
split_feature=4 2 12 2 43 2 2 12 2 12 3 4 52 4 0 3 15 16 2 475 155 3 12 0 4 133 12
split_gain=8318.24 3293.21 1553.76 798.097 773.362 382.562 328.902 316.644 287.401 256.373 250.618 149.36 144.84 269.977 139.964 121.704 102.988 70.1562 45.075 43.1347 36.7332 31.2116 25.5781 25.1153 12.7596 12.5208 3.2963
threshold=0.31392000000000003 0.13388500000000003 0.056995000000000011 0.10859000000000001 -0.049364999999999992 0.14019000000000004 0.15305000000000002 0.09253500000000002 -1.0000000180025095e-35 -0.038859999999999992 -0.14186499999999996 0.010535000000000001 0.048535000000000002 -0.031159999999999997 -0.12368999999999998 -0.099169999999999994 -0.42443999999999993 -0.073554999999999995 0.091290000000000024 -0.054724999999999989 0.083290000000000017 -0.080349999999999991 0.11296000000000002 -0.089364999999999986 -0.081334999999999977 -1.0000000180025095e-35 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 9 -3 10 -1 -2 -4 17 13 -6 -15 -12 -11 24 21 -19 -21 -17 26 -20 -9 -26 -13
right_child=5 6 7 -5 12 -7 -8 11 -10 16 15 22 -14 14 -16 18 -18 19 23 20 -22 -23 -24 -25 25 -27 -28
leaf_value=0.054110268679296657 0.04876926151842198 0.057149431275157148 0.078190299365275467 0.055928544942528566 0.073943458686120983 0.04451801313691281 0.045838349370235565 0.073892205116999954 0.064692972015168937 0.059783672731462359 0.067209344626146278 0.068823240086395052 0.07576248036900729 0.06167531152709721 0.069530196955194426 0.073167815766879196 0.053862556485608754 0.072950766716530918 0.068925321193531258 0.069011034766914739 0.072009018546684359 0.071563178943404762 0.065245931388181327 0.07188380049016671 0.073259121940010552 0.070995057897703023 0.067652257116541936
leaf_weight=54 94 72 95 96 83 79 53 63 70 55 52 53 52 53 55 809 96 52 53 269 60 178 52 100 52 71 82
leaf_count=54 94 72 95 96 83 79 53 63 70 55 52 53 52 53 55 809 96 52 53 269 60 178 52 100 52 71 82
internal_value=0 0.0696086 0.07047 0.0647726 0.067086 0.0511119 0.0523538 0.0717624 0.0600847 0.0532379 0.0728015 0.0699887 0.0706585 0.0692688 0.0656758 0.072372 0.0560195 0.0708703 0.0726075 0.0700211 0.0695579 0.0728785 0.0673154 0.0708592 0.0726097 0.0719525 0.0681123
internal_weight=0 2629 2504 463 367 324 125 2041 124 245 1287 754 243 191 108 1192 151 567 1140 381 329 987 187 153 186 123 135
internal_count=2953 2629 2504 463 367 324 125 2041 124 245 1287 754 243 191 108 1192 151 567 1140 381 329 987 187 153 186 123 135
is_linear=0
shrinkage=0.00344433


Tree=123
num_leaves=21
num_cat=0
split_feature=4 2 123 2 12 2 11 43 4 52 151 52 4 124 4 12 2 4 2 4
split_gain=3887.39 1603.35 910.025 376.249 261.118 149.938 134.938 89.8126 80.443 65.8568 65.4226 60.4099 52.2682 48.3144 40.8544 36.5244 28.7058 27.3809 26.9333 26.2977
threshold=0.31392000000000003 0.14073000000000005 1.0000000180025095e-35 0.10510500000000002 0.085465000000000013 0.15305000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.046185000000000004 0.0030150000000000008 0.053170000000000002 -0.0083399999999999985 -0.49911499999999992 -0.082389999999999977 -0.013049999999999997 0.095980000000000024 0.12141500000000001 0.063435000000000005 0.10745500000000001 -0.010764999999999999
decision_type=2 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 19 7 8 18 10 17 12 -8 -1 -4 15 -6 -9 -10 -2 -5
right_child=5 -3 13 4 14 -7 11 16 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.033097003905758579 0.0099909998434939487 0.011731854768087047 0.016581585374102713 0.022041001101436353 0.031022961051926506 0.0074082987687943058 0.03628670414280559 0.017596444004183795 0.023176902564708026 0.02966241782664758 0.02503308280810311 0.030675238037410926 0.029284554960288818 0.02125172531561172 0.025257331464633354 0.026980265754304147 0.014156038925617533 0.026581431077968974 0.013729791951907527 0.018288514920028261
leaf_weight=55 55 92 83 52 53 52 53 103 53 83 52 61 1591 54 97 88 55 103 59 59
leaf_count=55 55 92 83 52 53 52 53 103 53 83 52 61 1591 54 97 88 55 103 59 59
internal_value=0 0.0274758 0.0280467 0.028596 0.0249105 0.0133826 0.0292232 0.0145246 0.0289841 0.0268968 0.0292779 0.0332844 0.029412 0.0184227 0.0271787 0.0285002 0.0163991 0.025425 0.0119263 0.0200468
internal_weight=0 2629 2537 2400 349 324 2051 272 1937 239 1698 114 1646 137 238 141 158 156 114 111
internal_count=2953 2629 2537 2400 349 324 2051 272 1937 239 1698 114 1646 137 238 141 158 156 114 111
is_linear=0
shrinkage=0.0038389


Tree=124
num_leaves=18
num_cat=0
split_feature=4 3 39 10 39 457 15 0 0 4 4 16 0 43 13 4 16
split_gain=1104.78 570.056 350.935 134.15 106.03 103.453 100.948 94.545 198.43 92.3408 66.083 58.5669 51.8546 40.3545 33.4546 22.8302 11.537
threshold=0.31392000000000003 0.28833000000000003 0.08252000000000001 -1.0000000180025095e-35 0.10096000000000001 0.10678000000000001 -0.43091499999999999 -0.14867499999999997 -0.12851999999999997 0.51367000000000018 0.032770000000000001 -0.53592999999999991 0.12583000000000003 -0.049364999999999992 -0.0096349999999999977 0.0067750000000000006 -0.055004999999999991
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 7 9 15 -9 -2 12 -8 -10 14 -5 -1 -12
right_child=4 -3 3 13 -6 -7 11 8 10 -11 16 -13 -14 -15 -16 -17 -18
leaf_value=0.023682236803608189 0.019720060003284256 0.0047535467150442287 0.006649663624152047 0.017447562484594632 0.0032072350375279045 0.013666097359981479 0.011289739428338384 0.012299242939787822 0.021726392142464308 0.010706238013121235 0.019730279233726694 0.0043935140788612017 0.016526150932228208 0.020146456039254104 0.011465813403607489 0.027958296654765079 0.017551534903844535
leaf_weight=98 54 66 53 52 57 52 71 72 1745 76 160 66 55 52 52 54 118
leaf_count=98 54 66 53 52 57 52 71 72 1745 76 160 66 55 52 52 54 118
internal_value=0 0.0200434 0.0204371 0.0138934 0.00973191 0.0210181 0.0111246 0.0211841 0.0209001 0.0144509 0.0211981 0.00796788 0.0215675 0.016354 0.0144572 0.0252017 0.0188057
internal_weight=0 2629 2563 209 324 2354 267 2302 2150 130 2078 137 1800 156 104 152 278
internal_count=2953 2629 2563 209 324 2354 267 2302 2150 130 2078 137 1800 156 104 152 278
is_linear=0
shrinkage=0.00526874


Tree=125
num_leaves=29
num_cat=0
split_feature=12 3 12 3 12 3 30 0 0 0 40 14 0 40 0 12 3 12 52 49 159 52 133 49 52 3 150 0
split_gain=3510.77 855.586 791.879 574.793 382.79 314.641 307.844 283.362 262.884 241.47 229.559 137.407 99.2539 84.3079 79.5273 67.8101 100.13 50.1456 38.4564 37.165 19.8871 17.3745 18.3059 16.3204 15.4156 12.8386 10.6258 2.87282
threshold=0.056995000000000011 0.28833000000000003 0.14472000000000004 0.076825000000000018 0.093125000000000013 0.11745500000000002 0.086535000000000015 -0.076589999999999978 -0.14385499999999998 -0.10998999999999999 -0.062739999999999976 0.073890000000000011 -0.10726999999999999 -0.012844999999999997 -0.22745499999999999 0.098595000000000016 -0.12711499999999995 0.088055000000000008 -0.046194999999999993 1.0000000180025095e-35 0.087360000000000007 0.18043000000000001 0.017095000000000003 0.092020000000000005 -0.48192999999999991 -0.083574999999999997 0.09202500000000001 -0.075134999999999993
decision_type=2 2 2 2 2 2 2 2 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 11 14 7 8 -1 -3 -9 12 -2 -10 -5 19 -17 24 -18 25 23 22 -20 -19 -14 -6 -26 -27
right_child=2 9 -4 5 15 -7 -8 10 13 -11 -12 -13 17 -15 -16 16 18 20 21 -21 -22 -23 -24 -25 26 27 -28 -29
leaf_value=0.012325044183682406 0.020645585989530962 0.010312392937038888 0.010661787537792452 0.020468679290440717 0.024432219624339106 0.014077472115008158 0.0055239222116714223 0.015938906503773421 0.01828437992740721 -0.00021154048294184501 0.0071705385370421926 0.030243744329804666 0.027508210844320379 0.024584799535530708 0.025382835301352085 0.016274865424895053 0.019459342095460019 0.024575501672254009 0.021543723577863459 0.020134815324860368 0.021956646723326891 0.020385970304059153 0.023930355591922504 0.022409538124806349 0.025576078896047724 0.0232726598050059 0.023963305745794538 0.022363865040476116
leaf_weight=75 76 61 63 85 101 75 58 72 63 56 90 63 52 52 92 60 94 415 82 57 53 52 92 53 613 97 61 98
leaf_count=75 76 61 63 85 101 75 58 72 63 56 90 63 52 52 92 60 94 415 82 57 53 52 92 53 613 97 61 98
internal_value=0 0.0143985 0.023449 0.0160109 0.0238292 0.0203609 0.0133372 0.0146245 0.0176567 0.00527496 0.0110678 0.0249605 0.0247089 0.0211336 0.0230232 0.0216899 0.020616 0.0249565 0.0214298 0.0228458 0.0240889 0.0222492 0.0228058 0.0243303 0.0255791 0.0233677 0.0254302 0.0228161
internal_weight=0 779 2182 662 2119 252 410 352 190 117 162 1386 1323 115 177 733 380 1247 320 353 521 226 174 468 726 296 674 195
internal_count=2961 779 2182 662 2119 252 410 352 190 117 162 1386 1323 115 177 733 380 1247 320 353 521 226 174 468 726 296 674 195
is_linear=0
shrinkage=0.00365966


Tree=126
num_leaves=22
num_cat=0
split_feature=4 13 40 48 15 13 132 15 4 376 43 4 13 15 159 42 15 15 42 13 4
split_gain=4657.71 1031.65 865.64 271.816 216.929 237.12 198.542 183.345 191.686 157.433 153.08 120.876 93.8776 92.7089 79.8353 68.5197 35.1716 25.1581 28.1868 24.566 9.70555
threshold=0.31392000000000003 -0.24426999999999996 -0.034699999999999988 0.092265000000000014 0.025430000000000005 -0.077614999999999976 0.081055000000000016 -0.14868999999999996 -0.22295999999999996 0.083760000000000015 -0.051239999999999987 -0.111135 -0.076349999999999987 -0.42443999999999993 -0.28644999999999993 0.089975000000000013 0.087670000000000012 -0.0087299999999999999 0.083785000000000012 0.0048350000000000008 -0.082199999999999981
decision_type=2 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 15 7 -7 -9 -3 12 -6 -2 -12 -13 17 20 18 -4 -18 -16
right_child=10 2 4 -5 11 6 -8 8 -10 -11 13 14 -14 -15 16 -17 19 -19 -20 -21 -22
leaf_value=0.0091884558122958034 0.0055914369949092158 0.022550353842429819 0.028725008009235057 0.0070287728406394322 0.029769169042745076 0.029282583132196741 0.015261000058328094 0.02615915918686618 0.020241377709649455 0.013326229182508906 0.01125223514885385 0.020397160806900377 -0.0016735408198504029 0.0052413934641013481 0.026681074328782552 0.021894095754356739 0.025033487768227503 0.023180987792495857 0.025601585970041498 0.022914442916759158 0.025107851974724316
leaf_weight=92 63 65 60 56 98 56 83 118 478 63 84 63 60 94 263 101 488 59 306 118 93
leaf_count=92 63 65 60 56 98 56 83 118 478 63 84 63 60 94 263 101 488 59 306 118 93
internal_value=0 0.0228666 0.0233566 0.0146686 0.0240271 0.0228434 0.0213181 0.0220891 0.0214131 0.0180107 0.00561386 0.0253562 0.00204718 0.00807822 0.0249342 0.0249747 0.0252313 0.0257067 0.0261137 0.0246209 0.0262702
internal_weight=0 2660 2568 184 2384 1261 735 652 596 128 301 1123 123 178 1025 526 962 425 366 606 356
internal_count=2961 2660 2568 184 2384 1261 735 652 596 128 301 1123 123 178 1025 526 962 425 366 606 356
is_linear=0
shrinkage=0.00415691


Tree=127
num_leaves=30
num_cat=0
split_feature=1 12 14 1 34 49 12 3 484 39 40 3 50 3 3 42 42 48 43 1209 50 39 12 52 43 3 12 133 43
split_gain=1502.33 274.981 294.026 221.129 161.612 107.395 100.365 86.7101 71.012 61.5058 60.9104 49.4551 35.7736 32.8884 26.3897 25.1362 21.1288 19.015 18.0896 17.5526 16.2678 16.0979 15.5286 18.6645 17.0947 11.958 9.88919 7.22451 4.10354
threshold=0.12040000000000002 0.056995000000000011 -0.13131999999999996 0.094775000000000012 -0.027829999999999997 -0.038669999999999989 0.093125000000000013 0.0025650000000000004 0.080390000000000017 0.099350000000000008 -0.08095999999999999 -0.15415499999999996 0.11901000000000002 0.085880000000000012 0.11391500000000002 -0.10868499999999999 0.087745000000000004 0.083980000000000013 -1.0000000180025095e-35 0.086895000000000014 0.077920000000000003 0.0047850000000000011 0.098595000000000016 -0.080219999999999986 0.031820000000000008 -0.10690999999999999 0.090285000000000018 0.11524500000000001 -0.083209999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 -2 -6 11 10 13 18 -5 -3 15 21 -9 -8 19 27 -7 25 22 -4 24 -24 -17 -13 -27 28 -18
right_child=4 6 3 7 5 9 12 14 -10 -11 -12 16 -14 -15 -16 20 17 -19 -20 -21 -22 -23 23 -25 -26 26 -28 -29 -30
leaf_value=0.027114157347839334 -0.002337923347368293 0.024080405791571197 0.022398947710180733 0.011284923454966981 0.0011403935202922142 0.013528268951382302 0.021595335074150516 0.016385822613774279 0.011979963081806088 0.0047611125886510876 0.0040889486157163913 0.023057813661522032 0.01416676675297027 0.015722047610218236 0.011174009364258643 0.017669240123869577 0.021066284005040736 0.015919652436980382 0.0098337037189511235 0.01752661898458803 0.020002469932091788 0.018642448462228733 0.018775959700695649 0.015534555727597456 0.021078126929493384 0.020618613717763693 0.018614595833713228 0.017679970789158315 0.019412645190926732
leaf_weight=52 52 86 61 61 53 62 54 54 54 55 73 52 72 63 56 211 52 52 95 57 82 69 71 173 52 693 78 61 255
leaf_count=52 52 86 61 61 53 62 54 54 54 55 73 52 72 63 56 211 52 52 95 57 82 69 71 173 52 693 78 61 255
internal_value=0 0.0184688 0.0150974 0.0138247 0.00622649 0.00790727 0.0193401 0.0102362 0.0173694 0.00959872 0.00736515 0.0201746 0.0177224 0.018877 0.0137331 0.0181205 0.0199162 0.0189337 0.0112931 0.020385 0.0178018 0.0204056 0.0174458 0.016478 0.0183435 0.0205829 0.0204159 0.0193594 0.0196929
internal_weight=0 2644 543 491 317 265 2101 244 247 212 134 1386 715 193 110 643 1300 420 157 880 589 130 507 244 263 823 771 368 307
internal_count=2961 2644 543 491 317 265 2101 244 247 212 134 1386 715 193 110 643 1300 420 157 880 589 130 507 244 263 823 771 368 307
is_linear=0
shrinkage=0.00531389


Tree=128
num_leaves=25
num_cat=0
split_feature=1 1 12 131 3 457 51 12 11 151 49 39 3 39 51 51 47 12 3 457 1210 12 49 52
split_gain=1039.94 200.976 234.891 132.934 136.22 119.247 91.0085 59.7165 59.3971 57.0986 48.6865 55.1739 47.4897 42.7369 35.4689 31.5947 21.2586 20.2121 18.8113 27.3193 14.9927 13.7306 11.6563 11.7129
threshold=0.12019000000000001 0.090485000000000024 -1.0000000180025095e-35 0.091760000000000022 0.28833000000000003 0.069705000000000003 -0.11756999999999999 0.091545000000000015 1.0000000180025095e-35 -0.079634999999999997 -0.067149999999999987 0.086400000000000018 -0.10690999999999999 0.088025000000000006 0.11024000000000002 -0.04448499999999999 0.077735000000000012 0.11697000000000002 0.093925000000000022 0.085130000000000025 -0.061049999999999993 -0.060304999999999991 0.097940000000000013 0.10096500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 10 4 13 6 -4 8 12 -8 -3 -12 -1 -2 17 -11 -17 20 19 21 -9 -14 23 -22
right_child=3 2 5 -5 -6 -7 9 14 -10 15 11 -13 18 -15 -16 16 -18 -19 -20 -21 22 -23 -24 -25
leaf_value=0.010385934180713692 0.007661939491629694 0.010171883325304276 0.019503198705184455 0.011058711846679585 -0.0024436213044864387 0.0063662088154392178 0.0084881418691698587 0.011486366508555376 0.019024378874848959 0.010300451166740695 0.0011418481736676859 0.0079674309383084944 0.017297416510882707 0.0031767519599865484 0.0095038342087181184 0.013440288306333011 0.016083550628452372 0.010797631608432733 0.012201426151090617 0.018226132835194205 0.015197701753624785 0.014802245356146347 0.012621250564743525 0.013267004290444721
leaf_weight=53 89 53 54 59 70 55 55 52 78 55 52 54 52 102 53 249 94 53 53 59 225 1054 85 103
leaf_count=53 89 53 54 59 70 55 55 52 78 55 52 54 52 102 53 249 94 53 53 59 225 1054 85 103
internal_value=0 0.0136745 0.0115455 0.00464813 0.0031988 0.0129812 0.0136987 0.014474 0.0150168 0.0130066 0.00647062 0.00461951 0.0147708 0.00526697 0.0131914 0.0136309 0.0141648 0.0135686 0.0149616 0.0150871 0.0138844 0.0149196 0.0141862 0.0145916
internal_weight=0 2641 721 320 261 562 507 1920 1349 453 159 106 1271 191 571 398 343 518 1218 1165 465 1106 413 328
internal_count=2961 2641 721 320 261 562 507 1920 1349 453 159 106 1271 191 571 398 343 518 1218 1165 465 1106 413 328
is_linear=0
shrinkage=0.00472864


Tree=129
num_leaves=28
num_cat=0
split_feature=4 2 12 13 14 51 2 12 133 16 4 16 14 157 13 15 2 16 3 16 4 4 2 12 4 16 16
split_gain=7242.09 2597.08 1343.6 547.876 310.26 304.865 281.455 262.221 235.896 159.376 123.892 123.551 249.337 96.5038 85.8511 59.8291 54.9825 49.7703 54.2137 43.67 36.7393 28.1096 17.4283 14.7385 15.6763 14.6654 3.52688
threshold=0.31392000000000003 0.14132000000000003 1.0000000180025095e-35 -0.00027999999999999998 0.073890000000000011 -0.09193999999999998 0.153865 0.091625000000000012 -1.0000000180025095e-35 -0.013125 0.00059000000000000014 -0.43708999999999992 -0.42227999999999993 -0.06482499999999998 -0.016029999999999996 -0.088954999999999992 0.089025000000000007 0.062910000000000008 -0.085134999999999975 -0.073309999999999986 0.55074000000000012 -0.085594999999999991 0.084275000000000003 0.10011000000000002 0.057200000000000008 0.0054050000000000009 -0.057034999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 7 -5 11 16 -1 15 13 20 -13 -9 -10 -7 21 18 -18 -15 -2 22 -4 26 -25 -23 -12
right_child=6 -3 4 5 -6 9 -8 10 14 -11 23 12 -14 19 -16 -17 17 -19 -20 -21 -22 25 -24 24 -26 -27 -28
leaf_value=0.066154924868387019 0.055670628504413157 0.049353415613795422 0.075500176616641601 0.074488385920042352 0.078740330261783981 0.06593836632825481 0.042332382891535118 0.065992448104718743 0.059833423515425109 0.061433794024574155 0.068886249640047567 0.054361402769236421 0.042986766913720116 0.072384557406741601 0.054055693851746286 0.07127573212966766 0.066540214706904161 0.073262600661214469 0.070994714715247681 0.070155445795896221 0.051780248220163735 0.072601196302577359 0.072956539615783619 0.067559253652424753 0.064698967600681723 0.07071206220855826 0.067505562218759876
leaf_weight=66 86 86 75 76 78 64 52 61 99 75 52 55 52 190 56 54 52 83 143 348 56 688 78 57 52 64 63
leaf_count=66 86 86 75 76 78 64 52 61 99 75 52 55 52 190 56 54 52 83 143 348 56 688 78 57 52 64 63
internal_value=0 0.0694759 0.0701482 0.0646014 0.0714523 0.06817 0.0502126 0.0711689 0.0602576 0.0656817 0.0695542 0.0518581 0.0488339 0.0704387 0.0577462 0.0683812 0.0722922 0.0708389 0.0698071 0.0709428 0.0541367 0.0727386 0.0742037 0.0671887 0.0661951 0.0724405 0.0681302
internal_weight=0 2660 2574 490 2084 269 301 2006 221 193 823 249 107 599 155 118 1183 278 195 538 142 905 153 224 109 752 115
internal_count=2961 2660 2574 490 2084 269 301 2006 221 193 823 249 107 599 155 118 1183 278 195 538 142 905 153 224 109 752 115
is_linear=0
shrinkage=0.00372212


Tree=130
num_leaves=17
num_cat=0
split_feature=4 2 124 13 1375 14 0 4 4 1 15 4 42 15 15 42
split_gain=890.899 451.774 143.747 137.667 83.61 107.813 85.6684 209.584 70.2541 60.3606 58.984 47.0142 36.848 36.2598 35.3328 14.3377
threshold=0.27258000000000004 0.14808000000000002 -0.048219999999999992 0.060680000000000005 -0.14057999999999995 0.073890000000000011 -0.10934999999999999 -0.005814999999999999 0.0049450000000000006 0.13074500000000003 -0.088184999999999986 -0.22295999999999996 0.086855000000000016 -0.11124499999999998 -0.42443999999999993 -0.076394999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 9 -4 6 7 -6 11 12 -1 -8 -2 -9 -11 -10
right_child=3 -3 4 -5 5 -7 8 13 15 14 -12 -13 -14 -15 -16 -17
leaf_value=0.017446172290508072 0.014649204153248193 0.0039732058056159364 0.011957776541863283 -7.4376062706721794e-05 0.0071384567715281717 0.025692578128618818 0.022500718637361056 0.022910761509894441 0.01419472389107241 0.0097935879701830809 0.0096928096307539145 0.019496436710663402 0.0089145550305658652 0.017027646210371644 0.0035114413548669203 0.017436449759762343
leaf_weight=56 92 70 53 54 67 83 194 59 55 64 77 1536 62 84 55 255
leaf_count=56 92 70 53 54 67 83 194 59 55 64 77 1536 62 84 55 255
internal_value=0 0.0183729 0.018773 0.0083072 0.0190971 0.0192593 0.0190219 0.015526 0.0193818 0.00996532 0.0129578 0.0198334 0.0123408 0.0194554 0.00689059 0.0168615
internal_weight=0 2589 2519 327 2386 2333 2250 210 2040 273 133 1730 154 143 119 310
internal_count=2916 2589 2519 327 2386 2333 2250 210 2040 273 133 1730 154 143 119 310
is_linear=0
shrinkage=0.00574592


Tree=131
num_leaves=23
num_cat=0
split_feature=4 13 124 4 42 13 132 403 13 4 457 42 13 51 51 13 159 159 155 4 42 13
split_gain=3052.69 697.035 437.08 212.122 139.679 134.098 108.177 97.8604 96.249 91.5794 88.378 84.9728 78.0506 67.8684 129.859 65.4242 37.0713 51.9618 29.8544 25.9567 36.0323 11.4211
threshold=0.27998000000000006 -0.16392499999999996 -1.0000000180025095e-35 0.018150000000000003 0.12650500000000003 0.060680000000000005 0.084790000000000018 -0.073944999999999997 -0.42246499999999992 -0.37626499999999991 0.082870000000000013 0.081605000000000025 -0.011514999999999999 -0.020509999999999997 -0.42680999999999997 -1.0000000180025095e-35 0.079715000000000022 -1.0000000180025095e-35 0.089630000000000015 0.51973500000000017 0.093705000000000024 -0.080909999999999996
decision_type=2 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 12 4 6 15 9 -8 -1 18 -11 -9 -3 14 -5 19 17 -15 -4 20 -2 -19
right_child=5 2 3 13 -6 -7 7 11 -10 10 -12 -13 -14 16 -16 -17 -18 21 -20 -21 -22 -23
leaf_value=0.015457512698025526 0.0080595473337489627 0.019044502100044231 0.03033213923512312 0.021862506741827287 0.016953205537620718 9.1721258713975019e-05 0.026375585437004131 0.014279458929855063 0.0062977522638158513 0.025121288789047996 0.020579675064037059 0.022810068286014243 0.011689363351665984 0.025052518645384408 0.012183585771723147 0.012272845542965097 0.025523782927553116 0.021484062542213155 0.026117154843917578 0.0093309712440198603 0.0026875915569115542 0.018697306723470624
leaf_weight=53 62 61 95 79 53 52 53 55 52 1495 105 52 72 58 53 75 59 53 65 67 53 94
leaf_count=53 62 61 95 79 53 52 53 55 52 1495 105 52 72 58 53 75 59 53 65 67 53 94
internal_value=0 0.0229932 0.0234998 0.0239734 0.0246146 0.00709627 0.0248261 0.0210594 0.0109217 0.0251685 0.0248233 0.0184257 0.0150632 0.0207785 0.0179767 0.00851333 0.0221792 0.0212163 0.0286201 0.0069638 0.00558422 0.0197024
internal_weight=0 2607 2502 2369 1973 309 1920 160 105 1760 1600 107 133 396 132 257 264 205 160 182 115 147
internal_count=2916 2607 2502 2369 1973 309 1920 160 105 1760 1600 107 133 396 132 257 264 205 160 182 115 147
is_linear=0
shrinkage=0.00478213


Tree=132
num_leaves=23
num_cat=0
split_feature=1 52 1 2 3 3 0 3 40 2 150 0 0 0 1 43 42 43 15 1 1 2
split_gain=663.123 251.22 165.798 147.555 182.095 123.391 124.96 106.825 67.6565 62.6114 52.3522 152.662 46.9836 46.7891 45.0398 36.458 30.5992 34.7287 28.559 24.439 21.3085 12.0072
threshold=0.10075500000000003 -0.41694999999999993 0.15390500000000004 0.10060500000000001 -0.020759999999999997 0.10402500000000002 0.060910000000000006 0.085880000000000012 -0.062739999999999976 0.14132000000000003 0.089810000000000015 -0.090164999999999981 -0.195045 -0.14867499999999997 0.11497000000000002 0.0049250000000000014 0.089975000000000013 -0.14386499999999997 0.043560000000000008 0.084470000000000003 0.083250000000000005 0.087815000000000018
decision_type=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 14 6 10 8 -5 12 13 -12 -9 19 -3 16 17 -15 -18 -1 21 -17
right_child=1 2 -4 7 -6 -7 -8 9 -10 -11 11 -13 -14 15 -16 20 18 -19 -20 -21 -22 -23
leaf_value=0.021934995797171168 0.017994787329027484 0.019413641749016001 -0.00073839547301358564 0.0080649809460800609 0.0067751907931137478 0.007534494115685169 0.0091338332261204479 0.0086048845707688611 0.00096160742915223486 0.0050422848137316248 0.0056513929789431009 0.017353322396796777 0.015452073083204265 0.019354945701300318 0.013329017948746297 0.017311104615237646 0.013222129541120078 0.016509774354547979 0.016355772473482248 0.017114889243129535 0.012029962612739526 0.01460222618997125
leaf_weight=61 91 71 53 65 97 54 79 57 98 53 53 84 60 144 71 62 146 962 203 62 79 211
leaf_count=61 91 71 53 65 97 54 79 57 98 53 53 84 60 144 71 62 146 962 203 62 79 211
internal_value=0 0.00961456 0.0083943 0.00924061 0.0124771 0.0155956 0.0157984 0.00691753 0.00379459 0.00991153 0.0160531 0.0128267 0.0121168 0.0162821 0.0163717 0.0160627 0.0164401 0.0168803 0.015045 0.0195058 0.0145024 0.0152176
internal_weight=0 716 625 572 239 2200 2146 333 163 170 2067 137 117 1930 142 1807 1455 1106 349 123 352 273
internal_count=2916 716 625 572 239 2200 2146 333 163 170 2067 137 117 1930 142 1807 1455 1106 349 123 352 273
is_linear=0
shrinkage=0.00539806


Tree=133
num_leaves=29
num_cat=0
split_feature=1 2 2 0 2 2 14 1 147 48 49 2 1 51 0 0 481 1429 2 155 475 16 42 43 51 43 0 43
split_gain=5072.69 1054.15 607.584 595.792 441.961 310.675 246.55 221.522 191.788 139.895 123.606 93.2368 88.5166 124.962 70.2894 54.9063 54.1073 73.9089 64.0713 44.4167 36.8556 50.3784 33.5184 29.9293 29.4609 20.9823 19.1564 8.78163
threshold=0.10342000000000001 0.12026500000000001 -1.0000000180025095e-35 -0.13619499999999998 0.099845000000000003 0.16730000000000003 0.064610000000000015 0.13042000000000001 0.086130000000000012 0.10389000000000002 -0.046739999999999997 0.12860500000000002 0.087225000000000011 0.0064150000000000014 -0.070499999999999993 -0.09194999999999999 -0.012169999999999999 0.084845000000000018 0.092320000000000013 0.084710000000000021 -0.0052149999999999992 -1.0000000180025095e-35 0.084495000000000015 -0.0090499999999999973 -0.16140499999999999 0.0049250000000000014 -0.081864999999999979 -0.033049999999999989
decision_type=2 2 2 2 2 2 2 2 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 9 8 -2 12 26 -6 15 16 14 25 -12 22 18 -18 23 -17 -22 -1 -5 -23 -14 -3 -24
right_child=1 5 3 19 10 -7 -8 -9 -10 -11 11 -13 13 -15 -16 20 17 -19 -20 -21 21 24 27 -25 -26 -27 -28 -29
leaf_value=0.030868384037242316 0.017068384081860063 0.0097239119933156745 0.015069509425069799 0.024955216435834465 0.018439480710356906 0.0047902074049064993 0.032449091854688382 0.0086602840989669274 0.02105069983829683 0.017195345568454094 0.021918419965216197 0.019773592894078557 0.0270368040948234 0.020744082726749689 0.022586640395144381 0.027469561190544691 0.027467374491554983 0.023615299349051176 0.02547260763783921 0.027222603012745136 0.026434066692912997 0.024644426809886291 0.026922106723688163 0.021875050758812936 0.021423627922902543 0.025033677458132963 0.012325208377224913 0.028663779820721734
leaf_weight=54 70 64 98 88 52 69 74 60 65 53 73 53 256 52 52 53 802 69 210 55 79 62 59 52 56 69 54 63
leaf_count=54 70 64 98 88 52 69 74 60 65 53 73 53 256 52 52 53 802 69 210 55 79 62 59 52 56 69 54 63
internal_value=0 0.0159157 0.018965 0.0215281 0.0260184 0.0105411 0.0267071 0.013188 0.0264644 0.0128615 0.0230817 0.0237236 0.0266731 0.0254127 0.0260566 0.0243716 0.0271033 0.026834 0.0270535 0.0247737 0.0250878 0.0244469 0.0287567 0.0238114 0.0231162 0.0266116 0.0109146 0.0278218
internal_weight=0 663 423 293 2253 240 1825 130 1751 171 428 376 1686 429 377 323 1257 1081 1012 195 250 197 176 140 118 325 118 122
internal_count=2916 663 423 293 2253 240 1825 130 1751 171 428 376 1686 429 377 323 1257 1081 1012 195 250 197 176 140 118 325 118 122
is_linear=0
shrinkage=0.00321038


Tree=134
num_leaves=18
num_cat=0
split_feature=4 2 12 4 48 43 49 49 2 4 0 12 1 11 0 43 51
split_gain=600.237 316.191 127.934 165.575 98.8314 83.2173 80.0195 83.5319 143.477 49.1664 60.6875 43.4577 40.2774 35.6819 24.8508 20.5231 17.4555
threshold=0.27258000000000004 0.14808000000000002 -1.0000000180025095e-35 -0.019794999999999997 0.086665000000000006 -0.084059999999999982 -0.14867499999999997 -0.034759999999999992 0.096080000000000013 -0.49269499999999994 -0.024974999999999997 -0.097314999999999985 0.13074500000000003 1.0000000180025095e-35 -0.16926499999999997 -0.010894999999999998 -0.099544999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2 -4 8 15 16 13 -7 14 -11 -13 -8 -9
right_child=5 -3 6 4 -6 11 7 9 -10 10 -12 12 -14 -15 -16 -17 -18
leaf_value=0.0026369647163753227 0.00034882509069333249 0.0023396840460333289 0.020292715188263543 0.016206222243903702 0.0074993930820545576 0.011515038099760011 0.015849490577783825 0.015430305859790935 0.0038197692704264982 0.014148654517170704 0.0092872841965316987 0.0050641853657057518 0.0030447844825605909 0.017850317323642267 0.0097383552716267807 0.011457931525411849 0.019581923670557336
leaf_weight=63 63 70 59 96 60 52 67 53 60 1795 71 54 78 77 80 55 63
leaf_count=63 63 70 59 96 60 52 67 53 60 1795 71 54 78 77 80 55 63
internal_value=0 0.0134944 0.0138044 0.00991782 0.0128578 0.00584408 0.0141744 0.0140133 0.0105572 0.0143188 0.0141178 0.00715523 0.00608557 0.0143009 0.00785516 0.0138702 0.0176856
internal_weight=0 2589 2519 219 156 327 2300 2241 182 2059 1943 264 212 1872 134 122 116
internal_count=2916 2589 2519 219 156 327 2300 2241 182 2059 1943 264 212 1872 134 122 116
is_linear=0
shrinkage=0.00532045


Tree=135
num_leaves=31
num_cat=0
split_feature=1 52 1 12 2 2 147 11 2 52 52 12 2 0 1 12 52 1429 12 12 51 12 2 0 51 133 50 50 43 43
split_gain=3415.08 768.024 495.656 368.769 239.365 223.754 191.448 201.794 120.169 105.301 230.173 124.976 101.097 97.4859 68.4849 116.145 67.9823 52.0683 46.1381 45.2621 41.3539 39.8385 30.5149 23.2956 22.5172 10.2028 6.71902 8.42913 4.73037 3.7284
threshold=0.10290000000000001 -0.41694999999999993 0.12381000000000002 0.088365000000000013 0.16993500000000003 0.095850000000000005 0.087170000000000011 1.0000000180025095e-35 0.13226500000000005 0.023800000000000005 -0.092084999999999986 0.089485000000000023 -1.0000000180025095e-35 -0.082054999999999975 0.087225000000000011 0.08401500000000002 -0.068039999999999975 0.084770000000000012 0.080635000000000012 0.099980000000000013 -1.0000000180025095e-35 0.088795000000000013 0.084855000000000014 -0.13619499999999998 -0.25354999999999994 -1.0000000180025095e-35 0.08568000000000002 0.10874500000000002 -0.072594999999999979 -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 2 2
left_child=5 -2 3 16 12 6 7 14 9 10 20 -12 -4 -14 17 -16 -3 18 -1 -5 24 -11 -20 -18 -7 -23 28 -28 -17 -27
right_child=1 2 4 19 -6 8 -8 -9 -10 21 11 -13 13 -15 15 26 23 -19 22 -21 -22 25 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.02245001735850834 0.019968735218244351 0.0060859784657751187 0.0030721058425628492 0.018655709684821734 -0.0018668989560540581 0.018126086761191061 0.012711284444562305 0.025234962892917486 0.011516592489486797 0.021727546054218231 0.0078557597276686288 0.015598253631140686 0.0049495014228585123 0.011098058889588612 0.014363846080399525 0.019161663600673135 0.0088626383568172068 0.017153570924884717 0.020934129520028322 0.014070253291638635 0.016005275192513439 0.019595662392891192 0.019440234650791293 0.011894685624575737 0.021453544340322178 0.016918301493526869 0.020163437494811712 0.018519183390783865 0.017730585417971473 0.018251223889526338
leaf_weight=99 84 94 79 60 60 52 54 83 52 60 55 56 64 74 87 66 83 88 247 55 56 53 700 57 57 52 119 65 60 64
leaf_count=99 84 94 79 60 60 52 54 83 52 60 55 56 64 74 87 66 83 88 247 55 56 53 700 57 57 52 119 65 60 64
internal_value=0 0.00961301 0.00822336 0.0111147 0.00458031 0.0188001 0.0194686 0.0196947 0.0167981 0.0173419 0.015824 0.0117622 0.00636313 0.00824684 0.0193943 0.0180895 0.00848614 0.019851 0.0200779 0.016463 0.0185563 0.019171 0.0198299 0.0100974 0.0198665 0.0182632 0.0191349 0.0195828 0.0184805 0.017654
internal_weight=0 710 626 349 277 2225 1668 1614 557 505 276 111 217 138 1531 397 234 1134 1046 115 165 229 947 140 109 169 310 184 126 116
internal_count=2935 710 626 349 277 2225 1668 1614 557 505 276 111 217 138 1531 397 234 1134 1046 115 165 229 947 140 109 169 310 184 126 116
is_linear=0
shrinkage=0.00364721


Tree=136
num_leaves=32
num_cat=0
split_feature=1 3 2 2 2 2 2 147 52 40 3 2 52 16 16 3 1 160 0 155 47 3 1429 2 3 52 133 52 0 52 16
split_gain=5511.55 1257.88 599.365 535.997 393.665 261.582 280.643 234.175 197.101 160.985 156.35 156.288 141.635 286.63 133.765 97.1685 94.8279 138.575 77.3858 74.7626 73.4414 61.3247 46.1482 43.8357 37.9341 29.0587 22.6942 18.65 12.6607 8.19394 10.9543
threshold=0.10290000000000001 -0.055389999999999988 0.11426500000000002 0.16993500000000003 0.095850000000000005 -1.0000000180025095e-35 0.10605000000000002 0.087170000000000011 0.057445000000000003 -0.077194999999999986 -0.14186499999999996 0.13226500000000005 0.023800000000000005 0.0044600000000000013 -0.090614999999999987 0.090170000000000014 0.087225000000000011 0.0088350000000000008 -0.14606999999999998 0.091145000000000018 0.082465000000000024 0.17351000000000003 0.084770000000000012 0.088185000000000013 -0.055389999999999988 -0.51296999999999993 -0.00027499999999999996 0.098580000000000015 -0.087284999999999988 0.37486000000000003 -0.067654999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 19 5 7 9 -7 10 15 -3 -1 12 13 14 -6 -8 18 26 -12 20 -2 -17 23 -20 25 -15 -18 -14 -28 30 -29
right_child=1 3 -4 -5 11 6 8 -9 -10 -11 16 -13 27 24 -16 21 17 -19 22 -21 -22 -23 -24 -25 -26 -27 28 29 -30 -31 -32
leaf_value=0.026687879132447991 0.016312952375566424 0.0087532324308528236 0.0088656911178121144 -0.0016664214689625552 0.01752926231456288 0.017420929593868189 0.0041169147627241427 0.015657733723487388 0.01450424862341116 0.00072225900720172635 0.026611484013249566 0.013780679142633137 0.023256389156496408 0.021547179964774017 0.010204312377128235 0.011329468842739585 0.023205169042567315 0.016133524063533768 0.023350525236280378 0.023118470427584827 0.021291013383162721 0.0065742038930800984 0.020278576528574961 0.021916292358615658 0.023147633026928491 0.01826771068847223 0.019797264479468075 0.021601001774341554 0.021616447601125577 0.022070356213693996 0.019522505279159226
leaf_weight=94 69 54 72 56 55 55 60 54 57 53 55 52 58 54 52 66 85 55 624 57 59 52 83 362 52 63 52 55 204 61 55
leaf_count=94 69 54 72 56 55 55 60 54 57 53 55 52 58 54 52 66 85 55 624 57 59 52 83 362 52 63 52 55 204 61 55
internal_value=0 0.0110948 0.0168792 0.00781307 0.0215692 0.00915032 0.0107643 0.0223649 0.00920624 0.0047756 0.0225893 0.0191862 0.0197427 0.0181629 0.0139698 0.00750949 0.0223358 0.0209573 0.0228214 0.0199978 0.0186078 0.00923422 0.0226264 0.022824 0.0208175 0.0197816 0.0217353 0.0216466 0.0212471 0.0211003 0.0205621
internal_weight=0 710 257 453 2225 397 290 1668 235 107 1614 557 505 276 107 178 1520 396 1124 185 128 118 1069 986 169 117 341 229 256 171 110
internal_count=2935 710 257 453 2225 397 290 1668 235 107 1614 557 505 276 107 178 1520 396 1124 185 128 118 1069 986 169 117 341 229 256 171 110
is_linear=0
shrinkage=0.00327323


Tree=137
num_leaves=27
num_cat=0
split_feature=1 3 3 1 0 3 1 0 3 0 1 52 3 150 15 3 13 156 0 15 15 52 52 3 42 15
split_gain=6333.44 1508.62 470.196 390.321 344.488 312.368 296.854 415.244 173.561 177.877 142.898 133.834 121.608 103.88 66.9634 85.0073 53.4405 52.0054 40.3201 34.843 33.8235 69.5903 30.3956 19.3756 13.9339 2.79296
threshold=0.10290000000000001 -0.057749999999999989 0.3148450000000001 0.122715 0.148925 0.076825000000000018 0.089625000000000024 -0.10028499999999999 -0.14326499999999995 -0.077614999999999976 0.13074500000000003 -0.090304999999999983 -0.084524999999999975 0.088040000000000021 -0.15300999999999995 -0.079574999999999993 -0.010284999999999997 0.090385000000000007 -0.060454999999999995 0.079600000000000018 0.088805000000000009 -0.08799499999999999 0.11330000000000001 -0.079574999999999993 0.090045000000000014 0.09827000000000001
decision_type=2 2 2 2 2 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 11 6 10 8 -8 -1 14 16 -2 -13 -7 -10 22 -3 18 23 -17 21 -9 -16 -11 -22 -26
right_child=1 2 -4 -5 -6 13 7 20 9 17 -12 12 -14 -15 15 19 -18 -19 -20 -21 24 -23 -24 -25 25 -27
leaf_value=0.03120541375536412 0.026212627864433503 0.012442041801761285 0.0014024921550605976 0.011029558214739941 0.016821834485700373 0.017204742765608703 0.015864502748947226 0.026549860767250962 0.030835848663763564 0.025438281116382539 0.0042661943989539741 0.016626302678420392 0.023954992315557689 0.010690317225253571 0.027427797868612956 0.02419549487573645 0.0075671828039785777 0.027207959947091236 0.021450924175162693 0.02697627798503521 0.027600666881237513 0.021177133365935963 0.025122872252384163 0.023218609095942009 0.025941216410965241 0.024735407853318646
leaf_weight=100 78 74 93 52 60 95 89 60 55 103 88 67 58 52 846 223 53 57 103 86 56 74 87 115 54 57
leaf_count=100 78 74 93 52 60 95 89 60 55 103 88 67 58 52 846 223 53 57 103 86 56 74 87 115 54 57
internal_value=0 0.012873 0.00883115 0.0200847 0.0255778 0.0107395 0.0258204 0.0228939 0.0264634 0.0261803 0.00789431 0.022404 0.0200271 0.0149006 0.0268321 0.0266548 0.010408 0.0239437 0.0233639 0.0249696 0.0249722 0.0235831 0.0272129 0.0242675 0.0260866 0.0253224
internal_weight=0 710 455 255 2225 362 2165 390 1775 1675 215 203 125 147 1297 1242 127 378 321 309 301 134 933 218 167 111
internal_count=2935 710 455 255 2225 362 2165 390 1775 1675 215 203 125 147 1297 1242 127 378 321 309 301 134 933 218 167 111
is_linear=0
shrinkage=0.00370369


Tree=138
num_leaves=30
num_cat=0
split_feature=1 3 2 2 2 2 2 14 1 40 15 1 4 49 0 49 16 155 14 0 4 0 3 0 0 0 4 3 42
split_gain=2595.04 645.989 361.495 256.872 209.995 202.165 195.079 150.099 135.86 127.277 117.298 90.6266 178.686 75.8363 70.8858 68.9026 76.2024 55.1674 54.3608 76.6581 40.8979 39.6849 29.0299 24.6537 50.5855 22.5784 10.6743 9.72476 7.9781
threshold=0.10290000000000001 -0.055389999999999988 0.16993500000000003 0.12141500000000001 0.092250000000000013 -1.0000000180025095e-35 0.10605000000000002 -1.0000000180025095e-35 0.089875000000000024 -0.077194999999999986 -0.15300999999999995 0.088470000000000007 -0.031159999999999997 -0.0061499999999999992 0.14054500000000003 -0.042254999999999994 -0.42607499999999993 0.091145000000000018 0.073890000000000011 -0.10726999999999999 -0.077389999999999987 -0.063509999999999983 -0.014924999999999999 -0.055084999999999988 -0.077944999999999987 -0.10298499999999998 0.053330000000000009 -0.078759999999999983 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
left_child=4 3 5 17 8 9 -7 -8 10 -3 -1 14 -13 -10 20 -9 -17 21 19 -12 -6 -2 25 24 -21 -22 -27 -15 -29
right_child=1 2 -4 -5 11 6 7 15 13 -11 18 12 -14 27 -16 16 -18 -19 -20 23 22 -23 -24 -25 -26 26 -28 28 -30
leaf_value=0.028671571311006925 0.019050589630293636 0.008576140701190435 -0.0033322091702754869 0.0074780745189564624 0.023690180252137982 0.018684194945028466 0.014750581749599315 0.0106413215141485 0.013973726965662894 -0.0013400531362264515 0.017099918586891204 0.020739836919260686 0.0088196062455315402 0.018894436689519137 0.014341801125503413 0.0084455868331194638 0.00066162590456397884 0.022377300499360878 0.026298971369006933 0.022208543152370398 0.022409625546542647 0.01406698650268489 0.016328434992902163 0.025178108609921229 0.017677527664259611 0.019872356286488212 0.018151218479051455 0.0220868801916352 0.019853337069417217
leaf_weight=58 91 54 56 52 52 55 70 61 53 53 67 52 52 98 53 52 52 62 59 927 61 52 55 52 54 293 101 57 81
leaf_count=58 91 54 56 52 52 55 70 61 53 53 67 52 52 98 53 52 52 62 59 927 61 52 55 52 54 293 101 57 81
internal_value=0 0.0107465 0.00748013 0.0165038 0.0207288 0.00900542 0.0109761 0.00917184 0.021694 0.00366393 0.0223597 0.018707 0.0147802 0.0188909 0.019371 0.0068048 0.00455407 0.0187931 0.0220437 0.0218155 0.0198452 0.0172387 0.0194531 0.0221213 0.0219592 0.0198307 0.0194313 0.019995 0.0207762
internal_weight=0 710 453 257 2225 397 290 235 1506 107 1217 719 104 289 615 165 104 205 1159 1100 562 143 510 1033 981 455 394 236 138
internal_count=2935 710 453 257 2225 397 290 235 1506 107 1217 719 104 289 615 165 104 205 1159 1100 562 143 510 1033 981 455 394 236 138
is_linear=0
shrinkage=0.00454613


Tree=139
num_leaves=32
num_cat=0
split_feature=1 1 12 156 52 47 12 12 1 457 1 51 12 12 12 158 52 1 16 12 47 52 1 52 12 16 52 480 50 16 43
split_gain=867.198 269.827 188.839 92.4922 80.6326 74.0828 102.863 72.9219 108.671 68.228 66.7951 51.4653 45.7123 40.5985 33.5186 28.1417 25.5219 25.2177 24.0405 23.8985 22.6688 19.4118 18.9538 14.812 14.0982 13.2375 11.565 11.3057 9.68626 7.93784 4.61417
threshold=0.095920000000000019 0.13612500000000002 0.087215000000000015 0.096585000000000018 0.087400000000000019 0.077065000000000008 0.081320000000000017 0.078120000000000009 0.087055000000000007 0.08351500000000002 0.15390500000000004 0.0033150000000000007 0.091495000000000007 0.093740000000000004 -0.020034999999999994 0.019155000000000002 0.024870000000000003 0.089895000000000017 0.42146500000000003 0.11667000000000001 0.10280000000000002 0.11262000000000001 0.11406500000000001 -0.088174999999999989 0.086965000000000015 -0.093484999999999985 -0.091329999999999981 0.081520000000000023 0.090195000000000011 -0.33811499999999994 -0.079109999999999986
decision_type=2 2 2 2 2 2 2 2 2 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 7 -7 8 16 11 29 14 17 -4 -2 19 26 21 22 23 -8 24 -15 -14 27 -25 -1 -9 -26 -3 -23
right_child=1 10 13 -5 -6 6 20 12 -10 -11 -12 -13 15 18 -16 -17 -18 -19 -20 -21 -22 30 -24 25 28 -27 -28 -29 -30 -31 -32
leaf_value=0.014572874566044896 0.0075956793313016868 0.0038845014555250116 0.016844005172869273 0.014193315283361839 0.012134349263214512 0.023788602905848281 0.017263472123118531 0.016148005128192623 0.0072096727543791306 0.0015430762141203907 -0.0016658261920970471 0.011583001565946532 0.011766154608797106 0.012396823328819201 0.0028070702254827684 0.017202848509644132 0.017266497116764062 0.011996830312006494 0.01478115885990965 0.010082865717782406 0.01317952261171655 0.014620279433810073 0.008609632709753557 0.012007632611604537 0.015486939275395897 0.014509754420507249 0.011180396613668054 0.018340753140486964 0.013129421117933589 0.0065264527033197213 0.012506952735412668
leaf_weight=53 101 63 64 52 63 53 81 422 86 74 55 53 86 102 61 54 52 52 67 53 63 57 52 66 327 338 52 72 53 56 52
leaf_count=53 101 63 64 52 63 53 81 422 86 74 55 53 86 102 61 54 52 52 67 53 63 57 52 66 327 338 52 72 53 56 52
internal_value=0 0.0086543 0.0100871 0.00784473 0.00690671 0.0147378 0.0177135 0.0144251 0.0118181 0.00576694 0.00298037 0.00722048 0.0148133 0.0132656 0.0057929 0.0136889 0.0143421 0.0154618 0.0122291 0.0133393 0.0154771 0.015645 0.0111184 0.0136914 0.0158984 0.0141011 0.0128933 0.0164677 0.0151583 0.00512823 0.0136126
internal_weight=0 863 689 404 352 2072 197 1875 243 289 174 215 1632 285 162 597 157 1035 221 543 144 983 154 490 874 404 105 494 380 119 109
internal_count=2935 863 689 404 352 2072 197 1875 243 289 174 215 1632 285 162 597 157 1035 221 543 144 983 154 490 874 404 105 494 380 119 109
is_linear=0
shrinkage=0.00509891


Tree=140
num_leaves=22
num_cat=0
split_feature=2 14 12 16 14 51 2 2 16 41 16 2 47 16 151 158 1456 11 42 16 16
split_gain=710.834 200.972 165.239 194.407 204.2 201.576 135.637 63.1504 54.6251 52.6672 50.5608 33.1966 35.743 28.055 25.7897 20.7512 21.0718 16.2966 11.065 5.21269 0.0558178
threshold=0.13388500000000003 0.073890000000000011 0.023990000000000004 0.12992000000000004 -1.0000000180025095e-35 -0.07742499999999998 0.16993500000000003 0.10121500000000001 -0.042884999999999993 0.077915000000000012 -0.28430999999999995 0.091290000000000024 0.10783500000000001 0.054560000000000004 -0.0071249999999999985 0.08796000000000001 0.056325000000000007 1.0000000180025095e-35 -0.08588999999999998 -0.019749999999999993 -0.18817999999999999
decision_type=2 2 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 13 8 -7 11 -9 12 15 20 -13 16 -4 18 -16 -17 -2
right_child=6 -3 9 -5 5 7 -8 10 -10 -11 -12 14 -14 -15 17 19 -18 -19 -20 -21 -22
leaf_value=0.016319788825275971 0.0036189963669232962 0.019194883773819598 0.012730369118317401 0.015925726238564735 -0.0030481759123638817 0.0079731165513315886 -0.0029209178480313139 0.0080785485080236367 0.013457615678482207 0.0073564197172771399 0.0020188768591720193 0.0079592946776471246 0.0097060979038467391 0.0083452482509133036 0.013470581004768245 0.016567291455772855 0.014973983623852168 0.014091750228005087 0.011139314534294269 0.014262688565137238 0.003891559110135136
leaf_weight=69 53 100 1000 100 52 167 82 82 71 56 70 52 86 56 65 53 130 75 407 56 52
leaf_count=69 53 100 1000 100 52 167 82 82 71 56 70 52 86 56 65 53 130 75 407 56 52
internal_value=0 0.0119107 0.0116296 0.00924897 0.00794225 0.00663432 0.00255985 0.00792547 0.00960948 0.0123641 0.00528828 0.0125099 0.0129726 0.00535164 0.0114862 0.0131993 0.0129885 0.0118214 0.0114605 0.0153838 0.00375451
internal_weight=0 2691 2591 611 511 442 243 390 238 1980 152 1924 1325 161 599 1239 1130 547 472 109 105
internal_count=2934 2691 2591 611 511 442 243 390 238 1980 152 1924 1325 161 599 1239 1130 547 472 109 105
is_linear=0
shrinkage=0.00523581


Tree=141
num_leaves=22
num_cat=0
split_feature=2 4 14 2 2 4 12 15 15 376 11 51 15 150 1429 40 4 42 42 15 4
split_gain=491.709 154.035 125.233 93.8305 86.9255 90.5947 109.286 96.5297 80.7228 71.7384 62.7777 55.6323 48.6405 42.327 26.8104 21.4703 16.2746 21.9287 14.6072 9.33542 3.92907
threshold=0.13388500000000003 0.41377500000000006 0.073890000000000011 0.16993500000000003 0.092250000000000013 -0.17568999999999999 0.087325000000000014 -0.030729999999999997 -0.15973499999999999 0.048695000000000009 0.086175000000000015 0.0033150000000000007 -0.46483499999999994 0.082085000000000019 0.08401500000000002 -0.025204999999999995 -0.0026499999999999996 0.090295000000000014 0.086335000000000009 -0.075094999999999981 0.13995000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 15 8 10 7 13 -1 11 -6 14 -3 -7 -10 -2 19 -18 -13 -8 -17
right_child=3 12 -4 -5 5 6 16 -9 9 -11 -12 18 -14 -15 -16 20 17 -19 -20 -21 -22
leaf_value=0.017618378789600014 0.0017840508980967659 0.007883443366274152 0.016556718361377606 -0.0025194638337971038 0.015295976343906132 0.0092716424112367184 0.012436066205088038 -0.0015114835182545559 0.011710230178524125 0.0045910580707329658 0.0079117065168947901 0.0095115973370911589 0.0018774588024063463 0.003829314482331524 0.0090264178664341034 0.0070830337379680277 0.0099744457857504666 0.0062697321323840621 0.0063447010109837628 0.0099520710437045121 0.0050039930819751601
leaf_weight=54 53 86 100 82 98 98 58 52 1202 52 52 107 74 74 121 52 113 81 72 197 56
leaf_count=54 53 86 100 82 98 98 58 52 1202 52 52 107 74 74 121 52 113 81 72 197 56
internal_value=0 0.0102737 0.0106004 0.00220806 0.0103554 0.00891976 0.008069 0.00497051 0.0110901 0.0108632 0.0127365 0.0110803 0.00510604 0.00693051 0.0114648 0.00461622 0.00961467 0.00842793 0.00823809 0.0105173 0.00600555
internal_weight=0 2691 2531 243 2431 823 673 224 1608 1554 150 1502 160 172 1323 161 449 194 179 255 108
internal_count=2934 2691 2531 243 2431 823 673 224 1608 1554 150 1502 160 172 1323 161 449 194 179 255 108
is_linear=0
shrinkage=0.00543001


Tree=142
num_leaves=21
num_cat=0
split_feature=1 14 2 14 1 2 16 16 48 34 16 133 1 16 472 3 50 2 3 3
split_gain=361.354 133.531 90.2796 83.971 75.3243 103.088 185.251 117.156 146.032 58.4969 59.8507 42.5074 38.4263 35.9103 34.9334 67.0765 32.2631 28.7526 26.8053 23.3584
threshold=0.11378500000000001 -0.13131999999999996 0.14073000000000005 0.073890000000000011 0.089625000000000024 0.089795000000000014 0.39813000000000004 -0.33811499999999994 0.086260000000000017 -0.010739999999999998 0.058455000000000007 0.087045000000000025 0.10651500000000001 -0.13895999999999997 -0.077274999999999983 -0.12077499999999998 0.12064500000000002 0.11523000000000001 -0.082634999999999986 0.088880000000000015
decision_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 14 11 7 -7 -9 -2 17 12 18 -4 -3 -16 19 -11 -6 -17
right_child=2 3 13 -5 5 6 -8 8 -10 10 -12 -13 -14 -15 15 16 -18 -19 -20 -21
leaf_value=0.020216442079162827 5.924329023289724e-05 0.015697041330365147 0.0033925236138147119 0.015939693524029373 0.0062493371972213718 0.0077116753691433525 0.012949668363132659 -0.010754062248059812 0.0043965156887082807 0.0081580705390273938 0.011382360368289615 0.0064810158082804952 0.016376536614805128 -0.0032832370906784461 0.0046327236654641994 0.011046435996081407 0.0060243830038097775 0.0028252007067570651 0.011516562808460796 0.007005699110385683
leaf_weight=55 56 53 60 98 52 66 78 52 52 70 93 96 52 73 78 1465 58 101 165 61
leaf_count=55 56 53 60 98 52 66 78 52 52 70 93 96 52 73 78 1465 58 101 165 61
internal_value=0 0.0103649 0.00415534 0.0101415 0.00989741 0.00797349 0.00479242 0.00104928 -0.00317812 0.00599529 0.00725419 0.0101347 0.0114383 -0.000271103 0.010585 0.010422 0.010707 0.00500865 0.0102547 0.010885
internal_weight=0 2481 453 2426 2328 613 248 170 104 320 264 365 269 133 1715 1662 1584 171 217 1526
internal_count=2934 2481 453 2426 2328 613 248 170 104 320 264 365 269 133 1715 1662 1584 171 217 1526
is_linear=0
shrinkage=0.00639305


Tree=143
num_leaves=19
num_cat=0
split_feature=1 1 9 2 15 41 2 157 2 1420 1429 1 3 3 3 16 15 133
split_gain=249.983 70.2981 68.9729 66.3173 52.2376 50.9418 49.5117 44.6247 41.6037 30.5311 63.0038 37.7144 35.4177 27.5165 24.6982 16.4995 13.8271 11.6293
threshold=0.11374000000000002 0.14860500000000001 0.037245000000000007 0.11523000000000001 -0.42075999999999997 0.081500000000000017 0.10523 -0.062424999999999994 -1.0000000180025095e-35 -0.079799999999999996 0.084845000000000018 0.10075500000000003 -0.016294999999999994 -0.096099999999999977 0.12745000000000004 -0.044939999999999987 -0.080724999999999977 0.10254500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 8 -5 6 9 -8 -2 -1 11 12 -11 -9 -6 -13 -15 -18
right_child=1 -3 -4 4 14 -7 7 13 -10 10 -12 15 -14 16 -16 -17 17 -19
leaf_value=0.010393523191680413 0.0030319010254809568 -0.0017116409122415049 0.011190764529022172 0.0050957452038576734 -0.0018428947818174973 0.0024739022683735613 0.00082314587461176361 0.0030472688567829464 0.0077439284554753542 0.0068446183294434797 0.0028965911404862754 0.0064517416938821865 0.0091100072261949445 0.004418410524299767 0.0022110022104150405 0.0029255782697227995 0.0076183878771954863 0.0049718669959550564
leaf_weight=53 79 73 70 67 79 76 53 78 96 1478 96 52 179 68 62 75 148 52
leaf_count=53 79 73 70 67 79 76 53 78 96 1478 96 52 179 68 62 75 148 52
internal_value=0 0.00261173 0.00648535 0.0034359 0.00160052 0.00634854 0.00647479 0.0049324 0.00561708 0.00679314 0.00669161 0.0068958 0.00708937 0.00556171 -5.99661e-05 0.00436977 0.00629333 0.00693055
internal_weight=0 456 2478 383 208 2408 2332 399 175 1933 1880 1784 1657 346 141 127 268 200
internal_count=2934 456 2478 383 208 2408 2332 399 175 1933 1880 1784 1657 346 141 127 268 200
is_linear=0
shrinkage=0.00480775


Tree=144
num_leaves=17
num_cat=0
split_feature=1 3 4 4 123 11 3 47 1 11 3 1 4 0 3 0
split_gain=2742.24 441.191 325.725 252.505 198.627 151.177 145.081 126.618 111.297 90.8968 81.1737 80.8913 71.1921 131.24 99.7649 38.6771
threshold=0.10818500000000002 -0.049204999999999992 0.41939500000000002 0.27644500000000005 1.0000000180025095e-35 1.0000000180025095e-35 -0.12077499999999998 0.077065000000000008 0.13300500000000001 0.086175000000000015 0.0025650000000000004 0.11584000000000001 -0.39175499999999991 -0.048199999999999993 0.092005000000000017 -0.092134999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 5 6 -1 8 10 -7 -3 -2 -8 14 -14 -10
right_child=1 7 -4 -5 -6 9 12 -9 15 -11 -12 -13 13 -15 -16 -17
leaf_value=0.014640225104874621 0.021708681397680479 0.0056810387118453607 0.0070499848898391421 0.011747662029272594 0.014614128544117476 0.026365035938054039 0.023777624324218923 0.011887223566185186 0.0070865675142012755 0.020635938276762245 0.011592484546448956 0.015849145453393512 0.020240895523837583 0.013967827087338357 0.015347131317200951 0.0030442601466819041
leaf_weight=74 54 55 53 56 98 85 71 96 54 75 85 91 1781 52 62 92
leaf_count=74 54 55 53 56 98 85 71 96 54 75 85 91 1781 52 62 92
internal_value=0 0.0105004 0.0150923 0.0197016 0.0198954 0.0201307 0.0198523 0.00812016 0.00685555 0.0236798 0.00927042 0.0180316 0.0200484 0.0199087 0.0200763 0.00453964
internal_weight=0 580 198 2354 2298 2200 2040 382 286 160 140 145 1966 1895 1843 146
internal_count=2934 580 198 2354 2298 2200 2040 382 286 160 140 145 1966 1895 1843 146
is_linear=0
shrinkage=0.00379029


Tree=145
num_leaves=16
num_cat=0
split_feature=4 9 2 48 0 16 124 12 16 14 15 4 4 2 15
split_gain=233.229 141.775 91.0949 65.8998 52.8871 97.792 48.7529 51.8381 46.5769 94.2167 61.3983 45.0137 44.5264 44.1645 32.3851
threshold=0.27420500000000009 -1.0000000180025095e-35 0.14132000000000003 -0.085909999999999986 -0.13165999999999997 -0.0092499999999999978 -0.082389999999999977 -0.0066799999999999993 -0.42170999999999997 -0.41992499999999994 -0.10192499999999999 0.6214050000000001 0.046185000000000004 0.10301500000000001 -0.10566999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 13 -6 -8 10 -10 11 -2 -9 14 -5
right_child=8 2 -4 4 6 -7 7 12 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.0016957880249913139 0.0079233433543743157 0.012673263292464076 0.0014765974427155661 0.010669359171939084 0.00237381572858914 -0.0013598777106985792 0.011399918436753609 0.0073433036189047823 0.0035089616972720189 -0.0055473142823135764 -0.0006344144498591028 0.0021273936993511213 0.0049238628723029488 0.0021753545386884489 0.005797760952144005
leaf_weight=54 82 53 84 60 57 57 77 1811 70 55 66 64 230 52 94
leaf_count=54 82 53 84 60 57 57 77 1811 70 55 66 64 230 52 94
internal_value=0 0.0066069 0.00678104 0.00695989 0.00683566 0.00464187 0.00710091 0.0072281 0.00203122 -0.000475358 0.00350942 0.00538303 0.00707068 0.00630282 0.00769615
internal_weight=0 2629 2575 2491 2438 263 2175 2118 337 125 212 146 2041 206 154
internal_count=2966 2629 2575 2491 2438 263 2175 2118 337 125 212 146 2041 206 154
is_linear=0
shrinkage=0.00517804


Tree=146
num_leaves=27
num_cat=0
split_feature=1 3 3 40 4 1 49 3 0 4 0 3 4 14 0 4 4 1 13 157 4 0 15 0 3 4
split_gain=5517.04 1113.58 422.606 422.497 380.161 277.044 243.625 211.733 182.845 257.442 373.8 218.828 150.291 94.2187 92.578 73.1086 54.5009 49.6374 47.342 44.007 41.3323 25.8784 23.7916 19.3489 8.27237 6.94213
threshold=0.10423500000000001 -0.053364999999999996 0.31395500000000004 -0.034699999999999988 0.41939500000000002 0.09258000000000001 -0.011669999999999998 0.040040000000000006 -0.074249999999999997 -0.44205499999999992 -0.044434999999999995 0.088880000000000015 0.27420500000000009 0.077140000000000014 -0.13955999999999996 0.020110000000000006 -0.00076499999999999995 0.092395000000000019 -0.011514999999999999 -0.0041249999999999993 -0.0024899999999999996 -0.083564999999999987 -0.074729999999999977 -0.078704999999999983 -0.080564999999999984 0.10055500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 7 5 6 -1 -2 12 11 19 18 13 -3 15 -9 17 -8 21 20 -10 24 -5 25 -19 -11 -17
right_child=1 2 -4 8 -6 -7 16 14 9 10 -12 -13 -14 -15 -16 22 -18 23 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.019294133252922667 0.012449021803369523 0.010190048580416531 0.0031466879093267363 0.021636340393968577 0.0092629526000226926 0.010921671338613553 0.02128398761890116 0.010636095181570408 0.024491435488583842 0.021664949092096156 0.012537231792015026 0.01614229251443277 0.005193293377932345 0.024273676612061618 0.015359855695938068 0.020740181729350021 0.017771137695935166 0.018048059702717216 0.017530271050035028 0.020990497267218206 0.017928897533512855 0.020812143829483824 0.017814330097674677 0.020482396343807736 0.02027319795839904 0.019321505933033514
leaf_weight=62 53 101 99 722 56 63 70 89 52 53 84 75 90 69 52 52 70 52 88 63 56 522 63 52 98 60
leaf_count=62 53 101 99 722 56 63 70 89 52 53 84 75 90 69 52 52 70 52 88 63 56 522 63 52 98 60
internal_value=0 0.0109795 0.00824492 0.0201007 0.0157127 0.0150747 0.017584 0.00976508 0.0203914 0.0188886 0.0177703 0.0208367 0.00783571 0.0210579 0.0123784 0.0209122 0.0195278 0.0211343 0.0192603 0.0225738 0.0199956 0.0212905 0.0192008 0.0192655 0.0207619 0.0199804
internal_weight=0 680 431 2286 249 125 193 332 2161 494 379 1667 191 1592 141 1523 140 1348 295 115 207 1244 175 104 151 112
internal_count=2966 680 431 2286 249 125 193 332 2161 494 379 1667 191 1592 141 1523 140 1348 295 115 207 1244 175 104 151 112
is_linear=0
shrinkage=0.00281126


Tree=147
num_leaves=28
num_cat=0
split_feature=12 12 15 150 150 12 15 16 376 51 52 12 15 16 52 14 51 16 52 159 151 151 52 49 16 12 15
split_gain=1472.83 385.814 361.651 192.176 254.405 150.592 147.146 123.769 106.828 130.449 139.701 93.8494 119.352 46.7359 75.6054 36.0772 29.2816 25.8046 35.5802 32.3212 29.1307 33.0673 19.379 14.9854 12.046 7.98938 2.14993
threshold=0.056995000000000011 0.14523000000000003 -0.26361999999999991 0.10264500000000001 -0.029954999999999999 0.098595000000000016 0.025430000000000005 -0.14879499999999998 0.081270000000000023 -0.096089999999999981 -0.080219999999999986 -1.0000000180025095e-35 -0.46483499999999994 0.0060400000000000011 -0.22118499999999996 0.077140000000000014 0.010750000000000001 0.014185000000000001 -0.45635499999999996 -0.039509999999999997 -0.088054999999999981 -0.13579999999999995 -0.092084999999999986 0.093800000000000008 -0.00040499999999999992 0.09253500000000002 0.095330000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 11 4 -4 15 8 -7 9 -6 -11 12 -1 16 -15 17 26 20 25 -20 21 -2 -21 24 -22 -19 -9
right_child=1 -3 3 -5 6 7 -8 13 -10 10 -12 -13 -14 14 -16 -17 -18 18 19 22 23 -23 -24 -25 -26 -27 -28
leaf_value=0.0097603808098513829 0.022131815675892074 0.009915586790971145 0.0078568888411565795 0.0094537964668933803 0.023565304815343312 0.012379256971348245 0.024422465880581862 0.022615991449033181 0.012360507436007164 0.01086634848628735 0.018551904542669452 0.013327139760519699 0.00089314598573747984 0.020775533400556833 0.013797579195971271 0.025507868840274693 0.018507218638042642 0.023136662969362641 0.02172265080229397 0.019776820720729608 0.022364685612779978 0.017262871467394726 0.016024897555726201 0.020060228209838923 0.024368582669809416 0.021123046681639952 0.021516632540722547
leaf_weight=76 66 63 62 94 68 53 59 94 91 68 178 52 54 73 58 58 64 98 76 57 1033 52 58 56 67 72 66
leaf_count=76 66 63 62 94 68 53 59 94 91 68 178 52 54 73 58 58 64 98 76 57 1033 52 58 56 67 72 66
internal_value=0 0.0210358 0.0138012 0.0154603 0.0165336 0.0213692 0.0176929 0.0188816 0.0167125 0.0179735 0.0164276 0.00814905 0.00607744 0.0198522 0.0176864 0.0219687 0.0211186 0.0218431 0.0207648 0.0194123 0.0221486 0.0199866 0.017885 0.0223693 0.0224868 0.0222841 0.0221628
internal_weight=0 2164 802 620 526 2101 464 408 405 314 246 182 130 355 131 1693 224 1635 361 191 1274 118 115 1156 1100 170 160
internal_count=2966 2164 802 620 526 2101 464 408 405 314 246 182 130 355 131 1693 224 1635 361 191 1274 118 115 1156 1100 170 160
is_linear=0
shrinkage=0.00455988


Tree=148
num_leaves=22
num_cat=0
split_feature=4 2 1 150 1 4 474 42 47 43 15 474 15 156 11 155 42 1 2 1 2
split_gain=275.807 138.935 71.404 111.385 71.1249 52.0062 33.3342 30.3234 56.0153 27.2765 42.7919 25.7859 118.228 37.9929 63.7423 40.8814 45.8024 25.1392 20.6743 19.8604 8.7833
threshold=0.27420500000000009 0.15305000000000002 0.10075500000000003 0.077110000000000012 0.14646500000000004 -0.39175499999999991 0.10414500000000002 0.083120000000000013 0.08801500000000001 -0.00017499999999999997 -0.43091499999999999 0.085295000000000024 -0.0065999999999999991 0.083490000000000023 0.079225000000000004 0.10071000000000001 0.083120000000000013 0.11849500000000002 0.085730000000000015 0.11617500000000001 0.087355000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 9 -4 11 8 -7 17 -11 13 20 14 18 16 -15 -2 -1 -9 -13
right_child=4 -3 3 -5 -6 7 -8 19 -10 10 -12 12 -14 15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0075665515678333814 -0.00083660926614563048 -0.00073327954632179497 0.0096285997590571954 0.00089385021222132132 -0.0022979967092850453 0.0011289865844867205 0.010341560784696002 0.0088565756907260703 0.0068924304649791079 0.0069800024286174774 0.002377031619987733 0.0064520674748688809 -0.00038464457637342963 0.012644543630646682 0.0021180214245657822 0.0056482446686577118 0.0076206664898208929 0.0033900564209406975 0.0065555130783501074 0.0051079099907742785 0.0089856671381392719
leaf_weight=678 52 52 71 102 58 71 57 57 64 69 97 52 52 72 56 57 73 61 1001 56 58
leaf_count=678 52 52 71 102 58 71 57 57 64 69 97 52 52 72 56 57 73 61 1001 56 58
internal_value=0 0.00649486 0.00664074 0.00495768 0.00220237 0.00625694 0.00696936 0.00529147 0.00386164 0.0031381 0.0042906 0.00687776 0.00516466 0.00702101 0.00680743 0.00885525 0.0101156 0.00144462 0.00696381 0.00699925 0.0077884
internal_weight=0 2629 2577 421 337 319 2156 248 135 279 166 2099 162 1937 1735 202 145 113 1679 113 110
internal_count=2966 2629 2577 421 337 319 2156 248 135 279 166 2099 162 1937 1735 202 145 113 1679 113 110
is_linear=0
shrinkage=0.00446693


Tree=149
num_leaves=19
num_cat=0
split_feature=3 4 31 16 16 0 0 1 4 4 12 1 4 3 159 4 42 0
split_gain=258.283 95.8248 78.7412 54.2751 51.6816 112.139 65.8789 65.464 64.2983 157.26 40.1731 39.1018 26.228 22.9881 19.6358 24.0965 17.1757 14.2808
threshold=0.31351000000000001 0.41464000000000006 -0.0049949999999999986 -0.12080999999999999 -0.0098949999999999975 -0.10594499999999998 0.14054500000000003 0.11181500000000001 -0.37626499999999991 -0.085189999999999974 0.087255000000000013 0.098395000000000024 0.51544000000000012 -0.012814999999999998 0.084780000000000008 -0.023394999999999996 0.081180000000000016 -0.10228499999999999
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 7 -6 8 11 10 -10 -7 14 13 -3 15 -4 -16 -13
right_child=3 12 4 -5 5 6 -8 -9 9 -11 -12 17 -14 -15 16 -17 -18 -19
leaf_value=5.4676218932800657e-05 0.0020955461353902097 0.0040842213622759322 0.0091689913543893612 -0.0068830981032904767 -0.00095029267643869091 0.014669285120190778 0.00059791059308308807 0.013870704192640776 -0.0036556122521459733 0.0079820274485443467 0.0078555373729001614 0.0028797978100260704 0.0066356876546640204 -0.0012792654257487025 0.013709996158085994 0.007288970035680532 0.0090933335220135855 0.007325981944708823
leaf_weight=52 56 73 807 56 70 86 54 99 52 677 62 65 65 61 59 438 78 56
leaf_count=52 56 73 807 56 70 86 54 99 52 677 62 65 65 61 59 438 78 56
internal_value=0 0.00759069 0.00791425 -0.00239316 0.00807123 0.00692126 0.00751318 0.00878974 0.0079389 0.00715181 0.0118153 0.00845502 0.00327353 0.00164212 0.0087629 0.00850764 0.011082 0.00493811
internal_weight=0 2854 2655 112 2603 1001 931 1602 877 729 148 1503 199 134 1382 1245 137 121
internal_count=2966 2854 2655 112 2603 1001 931 1602 877 729 148 1503 199 134 1382 1245 137 121
is_linear=0
shrinkage=0.00644943


Tree=150
num_leaves=26
num_cat=0
split_feature=1 2 12 2 2 1 12 12 1 11 12 0 16 1429 2 2 1 4 4 151 12 160 12 4 12
split_gain=4685.33 945.552 714.609 322.125 302.487 222.646 184.857 165.953 126.595 110.791 104.728 102.737 135.115 94.9254 83.8023 68.7228 68.6229 48.9906 41.1526 35.5122 35.0961 21.9027 56.5962 21.0568 5.02083
threshold=0.10398500000000001 0.14132000000000003 0.088365000000000013 0.10052500000000002 -1.0000000180025095e-35 0.093575000000000019 0.086085000000000009 0.056995000000000011 0.117245 1.0000000180025095e-35 0.11928500000000002 -0.081484999999999988 -0.39761999999999992 0.084845000000000018 0.31115000000000004 0.087815000000000018 0.081315000000000012 -0.0069049999999999988 -0.096364999999999992 -0.081049999999999997 0.09567500000000001 0.031805000000000007 0.080020000000000022 -0.037689999999999994 0.096150000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 -2 9 16 -7 17 13 20 12 -6 15 -3 21 -5 -4 -17 -20 -8 22 -1 -22 -9
right_child=1 14 8 6 11 7 10 24 -10 -11 -12 -13 -14 -15 -16 18 -18 -19 19 -21 23 -23 -24 -25 -26
leaf_value=0.020903774774189941 0.0030755690304327342 0.0030554161496010846 0.018424282357940042 0.013833568031663154 0.010809650673668837 0.0099763842026570453 0.017998504429994427 0.016797680844889119 0.011538779473044845 0.020833233589313837 0.012156751164276215 0.01177423336985616 0.0052460970138839061 0.014845566202452759 -0.00161583564850307 0.019382895692058096 0.0093059745349330092 0.014501208904225299 0.018477680758930064 0.016441016619286968 0.01691917807832008 0.016931904999299169 0.018206868290286456 0.014689986568013947 0.015582290701795639
leaf_weight=75 103 85 56 55 68 54 98 61 76 97 56 83 86 103 55 58 62 55 89 465 69 91 709 80 60
leaf_count=75 103 85 56 55 68 54 98 61 76 97 56 83 86 103 55 58 62 55 89 465 69 91 709 80 60
internal_value=0 0.00803234 0.00984199 0.0169171 0.00729518 0.0174434 0.0145839 0.0142765 0.0144724 0.0177719 0.0157998 0.00912888 0.00770294 0.0175851 0.00122006 0.0177749 0.0114346 0.0164807 0.0170161 0.0167683 0.0166257 0.0183055 0.0184649 0.0157225 0.0161953
internal_weight=0 667 527 2282 340 1862 420 175 187 1687 303 237 154 1590 140 1487 117 111 612 554 247 875 784 149 121
internal_count=2949 667 527 2282 340 1862 420 175 187 1687 303 237 154 1590 140 1487 117 111 612 554 247 875 784 149 121
is_linear=0
shrinkage=0.00294887


Tree=151
num_leaves=25
num_cat=0
split_feature=1 1 4 2 123 2 2 2 11 2 42 15 11 4 1429 1 2 52 52 1 2 4 4 16
split_gain=3656.93 676.863 311.09 300.362 227.564 203.209 181.408 190.315 143.031 126.661 102.436 97.5407 90.5872 79.0167 64.5905 55.9319 55.7121 45.2114 62.3472 34.1254 37.2766 21.3078 20.3002 16.7412
threshold=0.10398500000000001 0.12381000000000002 0.27020000000000005 0.10472500000000001 1.0000000180025095e-35 0.16993500000000003 -0.0011799999999999998 0.13388500000000003 1.0000000180025095e-35 0.093470000000000011 0.084805000000000005 -0.032519999999999993 0.085630000000000026 -0.010909999999999998 0.084845000000000018 0.11156000000000001 0.11366500000000002 0.048535000000000002 -0.08403999999999999 0.087225000000000011 0.085835000000000009 0.41696500000000003 -0.078454999999999983 -0.090774999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 8 6 -3 -8 9 14 -2 15 -10 16 19 -5 22 18 -15 20 -1 -17 -11 -21
right_child=1 5 -4 11 -6 -7 7 -9 12 13 -12 -13 -14 17 -16 21 -18 -19 -20 23 -22 -23 -24 -25
leaf_value=0.023650318182959564 0.015585258829195987 0.0038183287182240598 0.012335700135375103 0.013320090315160201 0.015513699347618554 0.0011019062150615341 0.016399365638461141 0.0076404987350085626 0.028549576092223965 0.024111098245395739 0.021764514241223124 0.016286093817497356 0.022216402229099239 0.019956984529677292 0.018988344365315251 0.007047731772004396 0.018444690664204098 0.020584681712194738 0.015229817660379237 0.019457022038969072 0.022162583252777732 0.010441405784101888 0.021614389529690047 0.021769302631445313
leaf_weight=421 76 74 53 61 84 66 59 91 73 68 79 54 59 73 84 53 68 101 90 53 579 54 155 321
leaf_count=421 76 74 53 61 84 66 59 91 73 68 79 54 59 73 84 53 68 101 90 53 579 54 155 321
internal_value=0 0.0113219 0.0214313 0.0146775 0.0216475 0.00695949 0.0086852 0.0110859 0.0218877 0.0216364 0.0187349 0.0118444 0.0257191 0.0200916 0.0222245 0.0104165 0.0214574 0.0185859 0.0173471 0.0224223 0.022789 0.00876081 0.0223759 0.0214417
internal_weight=0 667 2282 377 2229 290 224 150 2145 2013 155 222 132 555 1458 168 291 264 163 1374 1000 107 223 374
internal_count=2949 667 2282 377 2229 290 224 150 2145 2013 155 222 132 555 1458 168 291 264 163 1374 1000 107 223 374
is_linear=0
shrinkage=0.00379788


Tree=152
num_leaves=26
num_cat=0
split_feature=1 1 4 3 2 2 2 11 2 2 15 3 4 1 160 3 15 13 3 51 13 3 42 3 3
split_gain=3836.57 725.983 336.686 316.538 278.612 198.191 244.27 196.495 196.138 159.387 115.534 102.351 95.9464 85.4203 72.9956 64.0103 46.9398 38.7699 33.4381 41.1029 24.85 21.8114 20.284 14.189 13.3748
threshold=0.10398500000000001 0.12381000000000002 0.27020000000000005 -0.049204999999999992 0.093470000000000011 0.14744000000000002 -0.0011799999999999998 1.0000000180025095e-35 0.10573500000000001 0.12750000000000003 -0.092099999999999987 0.040040000000000006 -0.010909999999999998 0.094655000000000017 1.0000000180025095e-35 -0.014254999999999999 0.093425000000000022 -0.069029999999999994 0.091085000000000013 -0.089214999999999989 0.0014600000000000001 -0.020049999999999995 0.090115000000000015 -0.096949999999999995 -0.078644999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 7 6 -3 13 17 12 -8 -5 14 18 23 20 -15 -2 19 -1 22 -21 -14 -6 -25
right_child=1 5 -4 11 9 -7 10 -9 -10 -11 -12 -13 15 16 -16 -17 -18 -19 -20 21 -22 -23 -24 24 -26
leaf_value=0.014963102585634297 0.018291294665800806 0.00019853324577402925 0.0077300372510204999 0.0047185697242579008 0.01407692779928228 -0.00086799134521533432 0.004404941067633816 0.022495156937754036 0.0090240945752526787 0.0088829920333005647 0.011278099827795568 0.009592409059222198 0.016342920818922017 0.012288154717859014 0.019431265427586244 0.010224502180676776 0.016479753309999998 0.014188960781152438 0.014597734737728671 0.017273137123642059 0.012351520055814601 0.019162900933941036 0.013880379207318544 0.017295523127356233 0.015351891618219272
leaf_weight=86 53 74 53 102 67 103 52 75 73 53 61 96 72 68 65 55 56 53 58 1154 54 75 83 56 152
leaf_count=86 53 74 53 102 67 103 52 75 73 53 61 96 72 68 65 55 56 53 58 1154 54 75 83 56 152
internal_value=0 0.00693389 0.0161687 0.0100332 0.0163693 0.00290464 0.00498281 0.0171436 0.0132977 0.0145166 0.00811555 0.00708183 0.0150109 0.0168755 0.016201 0.013478 0.0141814 0.0162405 0.0171187 0.0172299 0.014334 0.0173885 0.0150245 0.0154373 0.0158754
internal_weight=0 667 2282 377 2229 290 187 1572 179 657 113 198 604 1497 340 264 124 106 1373 1315 209 1229 155 275 208
internal_count=2949 667 2282 377 2229 290 187 1572 179 657 113 198 604 1497 340 264 124 106 1373 1315 209 1229 155 275 208
is_linear=0
shrinkage=0.00338714


Tree=153
num_leaves=30
num_cat=0
split_feature=1 12 2 1 12 14 0 12 2 47 3 16 2 150 1 42 11 2 0 43 3 3 133 12 16 133 16 2 43
split_gain=4109.17 673.858 576.173 476.737 346.94 194.927 177.326 156.684 132.18 97.9538 104.365 89.8437 89.3769 85.6848 80.8557 76.8856 90.3995 68.8756 63.1041 49.8801 46.982 44.1902 18.3088 17.9331 13.328 9.72626 5.2214 3.6469 1.01155
threshold=0.11374000000000002 0.056995000000000011 0.14744000000000002 0.088965000000000002 -0.041014999999999989 0.073890000000000011 -0.096444999999999989 0.10082000000000001 0.098180000000000003 0.077065000000000008 -0.0082999999999999984 0.060835000000000007 -0.0050599999999999994 0.088040000000000021 0.085410000000000014 0.089975000000000013 1.0000000180025095e-35 0.25063000000000007 -0.049474999999999998 -0.17307499999999998 -0.10337499999999998 -0.085374999999999993 -1.0000000180025095e-35 0.08598500000000002 0.035560000000000008 0.40304500000000004 -0.018754999999999997 0.10362500000000001 -0.076744999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 8 12 7 -6 15 14 10 -5 -8 -2 -12 26 16 20 -4 19 -9 -3 -17 -21 -22 25 -23 -1 -24 -26
right_child=2 5 17 9 6 -7 11 18 -10 -11 13 -13 -14 -15 -16 21 -18 -19 -20 22 23 24 27 -25 28 -27 -28 -29 -30
leaf_value=0.021903060449205779 0.0052478138508400265 0.017786500106011963 0.0063009213358826812 0.01028824435346669 0.010432142496109586 0.025018668492227971 0.013125318267048908 0.021159346434223014 0.015963892255297631 0.017423760533444781 0.016205810508116019 0.018162973158728304 0.010151896349692076 0.01150778857632343 0.018141023539037737 0.016696372474671466 0.02380281338522906 0.0016443975574493264 0.015018153333630995 0.018980962271868167 0.021168664491065938 0.020344317662116806 0.017641824766059279 0.020364862702338317 0.019060275052548942 0.019065088017145057 0.02325722840556366 0.016524232730789932 0.018446690200205427
leaf_weight=52 63 53 53 84 78 71 53 54 64 53 92 77 69 55 56 52 80 60 52 81 393 192 55 671 52 74 52 52 56
leaf_count=52 63 53 53 84 78 71 53 54 64 53 92 77 69 55 56 52 80 60 52 81 393 192 55 671 52 74 52 52 56
internal_value=0 0.0193932 0.00965076 0.016334 0.0115856 0.0201749 0.0139806 0.0199955 0.0195804 0.0137733 0.0129357 0.0161094 0.00781155 0.0144483 0.0210269 0.0203577 0.0207445 0.00382871 0.0179956 0.0186352 0.0205254 0.0192709 0.01791 0.0206618 0.0196288 0.0199886 0.0225805 0.017099 0.0187424
internal_weight=0 2496 453 508 340 1988 208 1917 224 284 231 130 132 147 160 1623 1197 113 294 242 1117 426 188 1064 374 266 104 107 108
internal_count=2949 2496 453 508 340 1988 208 1917 224 284 231 130 132 147 160 1623 1197 113 294 242 1117 426 188 1064 374 266 104 107 108
is_linear=0
shrinkage=0.00297589


Tree=154
num_leaves=31
num_cat=0
split_feature=1 1 12 123 47 2 2 14 16 2 1 4 4 2 4 13 160 51 12 12 16 12 133 2 1455 160 4 1 4 1
split_gain=3649.01 733.453 530.291 287.81 189.604 173.543 137.119 113.156 92.6392 90.039 84.611 90.8777 81.8624 78.7735 89.5418 82.5255 74.9666 55.2017 44.4988 28.858 27.801 27.1383 23.7388 21.2405 20.3009 18.2302 18.2084 16.7332 15.0616 13.1482
threshold=0.10398500000000001 0.12313000000000002 0.088365000000000013 0.080635000000000012 0.085585000000000008 0.093470000000000011 0.14870000000000003 0.073890000000000011 -0.33811499999999994 -0.0011799999999999998 0.085720000000000005 0.0063750000000000013 0.046185000000000004 0.123795 -0.013049999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.056710000000000003 0.083310000000000009 0.10119000000000002 -0.14085499999999998 0.086155000000000023 0.062925000000000009 0.084535000000000013 0.080040000000000014 -0.073574999999999988 -0.15504999999999997 0.092235000000000025 0.049545000000000006 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=3 2 8 5 6 7 9 10 -2 -3 21 18 -4 14 16 20 19 -10 -12 26 -16 24 23 -23 29 -24 -7 -20 -22 -1
right_child=1 4 12 -5 -6 13 -8 -9 17 -11 11 -13 -14 -15 15 -17 -18 -19 27 -21 28 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.020046280892034758 0.011038974911396588 0.00060479581950233989 0.019686730339883343 0.011258130836184798 0.0086116590726695967 0.019940276078758964 -0.0024160082988410616 0.023581603030062952 0.0038568710709635961 0.006766985992723358 0.015154184986151701 0.012595208477912762 0.014009915040283236 0.012431433549313187 0.018945888370867612 0.012367340333663344 0.022542405219519848 0.0086139507722705726 0.019245151853151243 0.015584720107665772 0.017073966738842216 0.021590492070947508 0.015918924112561537 0.0189710885240537 0.017867423689204333 0.018447283893393736 0.017439093175739707 0.017471283396903403 0.014417383131605704 0.022093073697901582
leaf_weight=364 78 66 78 89 74 70 81 74 84 73 68 52 71 60 63 87 54 62 201 75 67 54 58 288 57 151 110 128 59 53
leaf_count=364 78 66 78 89 74 70 81 74 84 73 68 52 71 60 63 87 54 62 201 75 67 54 58 288 57 151 110 128 59 53
internal_value=0 0.00783369 0.0113928 0.0179986 0.00331807 0.0182721 0.00153732 0.0189665 0.00767484 0.00384135 0.0187348 0.01735 0.0169819 0.0166056 0.0170336 0.0154502 0.0184479 0.00587728 0.0179727 0.0175806 0.0168691 0.0193413 0.0187632 0.0193848 0.0200133 0.0177458 0.018412 0.0185551 0.0158303 0.0203065
internal_weight=0 667 373 2282 294 2193 220 1548 224 139 1474 449 149 645 585 276 309 146 397 255 189 1025 551 342 474 209 180 329 126 417
internal_count=2949 667 373 2282 294 2193 220 1548 224 139 1474 449 149 645 585 276 309 146 397 255 189 1025 551 342 474 209 180 329 126 417
is_linear=0
shrinkage=0.00382291


Tree=155
num_leaves=24
num_cat=0
split_feature=1 3 1 150 3 155 47 123 14 159 160 0 15 47 3 3 15 48 47 51 47 52 50
split_gain=2603.88 647.222 232.087 284.583 194.724 163.857 169.932 139.34 116.828 87.4117 83.6675 77.4399 65.0607 64.1986 81.002 48.9831 43.0231 39.51 29.6477 42.3531 24.7912 21.9451 3.93115
threshold=0.10398500000000001 -0.049204999999999992 0.090485000000000024 1.0000000180025095e-35 0.3148450000000001 0.084710000000000021 0.082465000000000024 0.089155000000000012 0.064610000000000015 0.081445000000000017 -0.079389999999999974 0.060910000000000006 -0.048914999999999993 0.07813500000000001 0.090170000000000014 0.093925000000000022 -0.049344999999999993 0.091125000000000025 0.077735000000000012 -0.089539999999999995 0.086425000000000016 -0.068039999999999975 0.095610000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 8 10 7 6 16 9 11 13 -4 15 -12 14 -3 17 -2 18 19 -1 -19 -14 -23
right_child=1 4 3 -5 -6 -7 -8 -9 -10 -11 12 -13 21 -15 -16 -17 -18 20 -20 -21 -22 22 -24
leaf_value=0.011661531123166768 0.0035267934486226402 0.0018686459368362793 0.0085828117587071207 0.0049593918904036411 -0.0015971035726369018 0.014857550074828493 0.01222115956120564 8.5523281021207431e-05 0.017298117130653809 0.0015460312193821305 0.0097036867023679325 0.0094723991565704938 0.015482692899946722 0.0092356184989649225 0.0071482931567940482 0.010156643364791116 0.0077247151633428254 0.010593453929594295 0.015521206648479512 0.013586103397565812 0.013472407561925945 0.013544568311371843 0.012317721328423769
leaf_weight=150 60 58 69 88 97 55 73 85 81 61 59 67 63 59 83 59 55 95 81 1307 56 71 56
leaf_count=150 60 58 69 88 97 55 73 85 81 61 59 67 63 59 83 59 55 95 81 1307 56 71 56
internal_value=0 0.0051593 0.0127662 0.0104143 0.00269381 0.00965386 0.0081313 0.00389686 0.0132698 0.00513797 0.0119237 0.01309 0.0128494 0.00623332 0.00497678 0.0132287 0.00553481 0.013336 0.0135004 0.013388 0.0116614 0.013826 0.0130039
internal_weight=0 686 2302 406 443 243 188 346 1896 261 318 1815 249 200 141 1748 115 1689 1538 1457 151 190 127
internal_count=2988 686 2302 406 443 243 188 346 1896 261 318 1815 249 200 141 1748 115 1689 1538 1457 151 190 127
is_linear=0
shrinkage=0.00342703


Tree=156
num_leaves=22
num_cat=0
split_feature=4 2 124 2 14 42 4 42 130 14 16 4 2 447 2 2 51 51 150 4 16
split_gain=4516.24 1679.43 906.567 384.612 413.241 343.614 246.834 220.114 396.729 196.246 201.536 138.82 131.261 121.47 114.808 82.1986 81.2308 66.8647 28.2862 25.9532 23.0063
threshold=0.31392000000000003 0.13388500000000003 -1.0000000180025095e-35 0.10510500000000002 0.073890000000000011 -0.0047199999999999994 -0.16523499999999997 0.079890000000000017 0.041010000000000005 -0.42227999999999993 -0.49353499999999995 0.018150000000000003 0.123795 0.084630000000000011 0.15305000000000002 -0.007134999999999999 0.078960000000000016 -0.092104999999999979 0.088985000000000009 0.0060300000000000015 -0.47730499999999992
decision_type=2 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 -1 -5 8 -8 -2 12 13 18 16 -3 -7 -4 -13 -11 -9 -19
right_child=9 14 3 6 -6 15 7 19 -10 10 -12 17 -14 -15 -16 -17 -18 20 -20 -21 -22
leaf_value=0.020934104321895967 0.013152924080483424 0.012213069116876323 0.022695610044538038 0.023638229609584845 0.028873149122970343 0.0087603746897210698 0.010865769561565814 0.02219879215646961 0.020771609649247551 0.012724541718689555 0.0036737045508576445 0.016892402271855088 0.0054796189958848177 0.017745026935672335 0.006183219368455067 0.013890091467089579 0.020807570022469302 0.022417232957817612 0.0096508804044156543 0.019238626164884171 0.02005530852534549
leaf_weight=52 71 66 1410 74 83 53 89 52 64 59 86 55 53 53 52 63 247 52 52 58 144
leaf_count=52 71 66 1410 74 83 53 89 52 64 59 86 55 53 53 52 63 247 52 52 58 144
internal_value=0 0.0207469 0.0212649 0.0217456 0.0222408 0.0144525 0.0187418 0.0173639 0.0150096 0.00870075 0.0074362 0.0219601 0.00940901 0.0222695 0.00955612 0.0115466 0.0224142 0.0198518 0.0112849 0.0206383 0.0206821
internal_weight=0 2667 2549 2381 2044 168 337 263 153 321 250 1961 164 1710 118 116 1657 251 111 110 196
internal_count=2988 2667 2549 2381 2044 168 337 263 153 321 250 1961 164 1710 118 116 1657 251 111 110 196
is_linear=0
shrinkage=0.00303407


Tree=157
num_leaves=33
num_cat=0
split_feature=2 2 2 2 9 15 14 15 49 123 15 2 15 133 49 2 15 40 15 15 49 51 15 42 42 2 133 15 1213 2 2 1213
split_gain=5984.15 3009.08 1299.99 749.449 693.179 614.436 371.084 356.772 440.735 276.441 176.978 164.305 145.1 135.54 116.959 109.34 106.676 95.5557 94.8965 66.3488 52.1575 50.055 49.9512 43.4384 19.7224 12.1076 11.3178 10.7997 6.54733 6.49869 1.98237 1.3009
threshold=0.12068000000000001 -1.0000000180025095e-35 0.099845000000000003 0.16730000000000003 0.037245000000000007 -0.042209999999999991 0.064610000000000015 -0.013439999999999999 0.083250000000000005 0.086020000000000013 -0.14051999999999998 0.11183000000000003 0.025430000000000005 0.081310000000000007 0.083250000000000005 0.089795000000000014 -0.044884999999999994 -0.077474999999999988 -0.083859999999999976 0.087670000000000012 0.10322500000000003 -1.0000000180025095e-35 -0.10328999999999998 0.086105000000000015 0.089785000000000018 0.088435000000000014 -0.0085699999999999995 0.084845000000000018 -0.080974999999999978 0.084970000000000004 0.091570000000000012 -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
left_child=1 4 6 9 17 -6 12 8 18 10 -2 21 13 14 15 -3 -12 -1 -4 27 -10 -9 -16 25 28 -15 -26 31 -21 -29 -25 -14
right_child=3 2 7 -5 5 -7 -8 11 20 -11 16 -13 19 23 22 -17 -18 -19 -20 24 -22 -23 -24 30 26 -27 -28 29 -30 -31 -32 -33
leaf_value=0.0089545177938093815 0.0087912231080749595 0.021541631599999507 0.010876495070691229 0.00017836630953549831 0.01024831456090367 0.023401692402416241 0.029369159746164327 0.024846241794308343 0.021468103179602595 0.0055130271491657815 0.017179440844054206 0.017382953337804197 0.025079282122829817 0.02381483104898862 0.025703275349124512 0.018356916305334543 0.011930929192536063 0.0036481759353742724 0.015271334824093269 0.024432507097462586 0.018153004956782223 0.021437529533761223 0.021977686631585055 0.022530924983961146 0.023792266122601154 0.025157628638615558 0.022344170500851884 0.024908487519130159 0.023474165500359211 0.023843095154112207 0.021749711151087842 0.02564452535895613
leaf_weight=53 72 333 82 69 63 52 77 56 73 63 58 67 69 164 60 117 67 56 76 79 80 91 56 56 56 82 204 92 229 97 57 82
leaf_count=53 72 333 82 69 63 52 77 56 73 63 58 67 69 164 60 117 67 56 76 79 80 91 56 56 56 82 204 92 229 97 57 82
internal_value=0 0.0212789 0.0221926 0.00847567 0.011346 0.0161962 0.0232775 0.0182456 0.0163087 0.0106775 0.012329 0.0210604 0.0230216 0.0222317 0.0213678 0.0207137 0.0143665 0.0062286 0.0129907 0.0238262 0.0197349 0.0227363 0.023905 0.0235936 0.0232331 0.0242626 0.0226562 0.024817 0.0237201 0.0243619 0.0221371 0.0253864
internal_weight=0 2659 2435 329 224 115 1910 525 311 260 197 214 1833 925 566 450 125 109 158 908 153 147 116 359 568 246 260 340 308 189 113 151
internal_count=2988 2659 2435 329 224 115 1910 525 311 260 197 214 1833 925 566 450 125 109 158 908 153 147 116 359 568 246 260 340 308 189 113 151
is_linear=0
shrinkage=0.00283191


Tree=158
num_leaves=21
num_cat=0
split_feature=2 2 2 2 3 150 14 15 13 15 52 52 15 3 447 47 2 52 15 52
split_gain=3452.66 1467.18 713.687 602.553 505.881 411.888 266.48 185.771 166.613 142.567 139.697 261.832 114.061 113.235 107.508 80.7737 58.0588 39.9313 27.0198 21.4035
threshold=0.12068000000000001 -1.0000000180025095e-35 0.099845000000000003 0.16730000000000003 -0.06656999999999999 1.0000000180025095e-35 0.064610000000000015 -0.10271999999999999 -0.15122999999999998 -0.091074999999999975 -0.45635499999999996 0.024870000000000003 -0.028079999999999997 -0.029394999999999998 0.084420000000000009 0.11646500000000001 0.091290000000000024 0.31393500000000002 1.0000000180025095e-35 0.19121000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 8 -1 10 14 -6 -2 -10 -4 13 -11 -12 15 16 17 -3 -18 -13
right_child=3 2 5 -5 7 -7 -8 -9 9 12 11 19 -14 -15 -16 -17 18 -19 -20 -21
leaf_value=0.016614159735301046 0.0052136788156064949 0.019015476647069179 0.018925476004786664 -0.00037611183675718458 0.0036459623475009538 0.0089674045315809442 0.023842350391670972 0.0099869218334186233 0.007883418552754113 0.015871212364229375 0.014905834066539803 0.016981723197995919 0.0098535076533085245 0.010387270597165099 0.014268980664382218 0.015440087782129911 0.016872164922545015 0.017176247506785029 0.018525780933087464 0.019216687319928098
leaf_weight=68 65 1261 99 69 69 85 77 87 90 52 95 100 53 90 52 70 204 107 139 56
leaf_count=68 65 1261 99 69 69 85 77 87 90 52 95 100 53 90 52 70 204 107 139 56
internal_value=0 0.0171131 0.0177632 0.00720379 0.0100458 0.0147833 0.0185823 0.00718246 0.00921549 0.0105493 0.0159067 0.0150302 0.012834 0.0127078 0.0183613 0.0184808 0.0186052 0.0188716 0.0175424 0.0177842
internal_weight=0 2659 2435 329 224 525 1910 156 260 195 440 341 105 185 1833 1781 1711 1368 343 156
internal_count=2988 2659 2435 329 224 525 1910 156 260 195 440 341 105 185 1833 1781 1711 1368 343 156
is_linear=0
shrinkage=0.00288553


Tree=159
num_leaves=23
num_cat=0
split_feature=4 3 9 4 12 47 3 43 43 12 50 13 3 13 16 3 43 16 16 43 15 52
split_gain=711.683 322.28 253.241 162.549 162.92 156.339 98.9772 109.255 68.0728 60.431 81.7135 59.1 46.762 40.9681 34.5147 29.6674 33.9977 28.1133 27.1778 26.0521 22.5207 5.46125
threshold=0.31392000000000003 0.17351000000000003 -1.0000000180025095e-35 -0.081204999999999986 0.056995000000000011 0.078345000000000012 0.091085000000000013 -0.041049999999999996 -0.051239999999999987 0.10331000000000001 0.094195000000000015 -0.36115499999999995 -0.013714999999999998 0.032645000000000007 -0.0083599999999999976 -0.08867499999999999 -0.088349999999999998 0.11702000000000001 -0.096659999999999982 0.0037100000000000002 -0.19153499999999998 0.098580000000000015
decision_type=2 2 2 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 -5 12 10 18 -10 -2 15 21 16 -6 -17 -4 -20 -13 -15
right_child=8 -3 3 4 13 -7 -8 -9 11 -11 -12 20 -14 14 -16 17 -18 -19 19 -21 -22 -23
leaf_value=0.0019917188880261387 0.0052205181983051843 0.0030311585279319143 0.021913795136391113 0.0061880778383267641 0.015781306142998056 0.018445381397351909 0.0011736132430105978 0.015248609485325483 0.0021987984398850985 0.01158224297933819 0.025051456184828125 0.01144381714574194 -0.0024545886920963127 0.015759003934789868 0.0084551587415865291 0.016502168921612579 0.0093866716594614881 0.013913522845373949 0.017759306872243495 0.013245557399151618 0.0065583175979890829 0.013045430377289929
leaf_weight=52 63 82 53 106 70 74 55 92 57 52 62 88 55 58 52 976 55 185 538 52 58 53
leaf_count=52 63 82 53 106 70 74 55 92 57 52 62 88 55 58 52 976 55 185 538 52 58 53
internal_value=0 0.0149036 0.0152802 0.015553 0.0145468 0.0106682 0.00839323 0.0103984 0.0053171 0.0179134 0.0183803 0.00745271 0.00164259 0.0154221 0.0125474 0.0157864 0.0129682 0.0160897 0.0177369 0.0173616 0.00950345 0.0144639
internal_weight=0 2667 2585 2533 1776 327 253 198 321 757 705 203 118 1449 163 1286 125 1161 643 590 146 111
internal_count=2988 2667 2585 2533 1776 327 253 198 321 757 705 203 118 1449 163 1286 125 1161 643 590 146 111
is_linear=0
shrinkage=0.00608241


Tree=160
num_leaves=13
num_cat=0
split_feature=15 13 123 48 447 14 12 0 15 12 15 0
split_gain=2873.56 1322.55 863.418 485.494 307.049 311.503 207.529 187.836 198.992 136.723 120.512 102.701
threshold=-0.26361999999999991 -0.27740999999999993 0.081180000000000016 0.12264000000000001 0.08840000000000002 0.073890000000000011 -1.0000000180025095e-35 -0.13165999999999997 -0.10271999999999999 0.095815000000000011 -0.46483499999999994 -0.092134999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 7 10 8 -3 -9 -1 -4
right_child=1 2 11 -5 -6 -7 -8 9 -10 -11 -12 -13
leaf_value=0.0060455965649890576 0.006274846561388393 0.019688640737897563 0.013593996717218892 0.010876419689584966 0.011770201455121075 0.024219609121817733 0.0093137070961645842 0.018948750366108599 0.012263004895750112 0.017124180223979633 0.00016986718560518617 0.0086608751080473161
leaf_weight=76 101 53 69 86 66 86 102 1581 95 513 58 94
leaf_count=76 101 53 69 86 66 86 102 1581 95 513 58 94
internal_value=0 0.0171765 0.0175931 0.0180429 0.0183004 0.0184855 0.00601433 0.0182655 0.0149224 0.0185018 0.00350262 0.0107493
internal_weight=0 2744 2643 2480 2394 2328 236 2242 148 2094 134 163
internal_count=2980 2744 2643 2480 2394 2328 236 2242 148 2094 134 163
is_linear=0
shrinkage=0.00306953


Tree=161
num_leaves=19
num_cat=0
split_feature=1 2 155 10 123 51 2 2 34 14 147 14 11 1 2 1 15 401
split_gain=740.845 199.867 159.604 133.406 123.172 125.701 117.137 102.084 158.16 99.6015 62.7594 61.7032 57.7379 30.8635 23.7181 57.8488 10.6723 9.02216
threshold=0.10054 0.17990500000000001 0.089885000000000007 0.063835000000000017 0.099620000000000014 0.11391500000000002 0.13388500000000003 0.10052500000000002 -1.0000000180025095e-35 0.064610000000000015 0.088565000000000019 -1.0000000180025095e-35 1.0000000180025095e-35 0.092395000000000019 0.087665000000000007 0.083670000000000008 0.062230000000000008 0.086390000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 7 9 8 -2 10 12 -9 13 14 17 -16 -15 -1
right_child=1 -3 -4 -5 -6 -7 -8 11 -10 -11 -12 -13 -14 16 15 -17 -18 -19
leaf_value=0.01271830044118759 0.0023346031437279542 -0.0031559159010881347 0.01340021466373866 -0.0015597623136472949 -0.0006715240805867229 0.013885571587883025 0.0044120720120207051 0.0093018851658694338 0.012766740873770943 0.017703146275271177 0.0064311128277910875 0.0030057335450094902 0.017578977107328954 0.0088617988015811892 0.012015842866143945 0.0064020930646214161 0.011320735446596487 0.014436454306876175
leaf_weight=721 57 57 89 57 54 72 52 53 123 87 52 196 52 97 923 52 93 93
leaf_count=721 57 57 89 57 54 72 52 53 123 87 52 196 52 97 923 52 93 93
internal_value=0 0.00616483 0.0069228 0.00598073 0.00675526 0.00755586 0.0120914 0.00649341 0.00946354 0.0122754 0.0120487 0.0043461 0.0121925 0.0120509 0.0122617 0.0117165 0.0100657 0.0129147
internal_weight=0 758 701 612 555 501 2222 429 180 2170 2083 249 2031 1979 1789 975 190 814
internal_count=2980 758 701 612 555 501 2222 429 180 2170 2083 249 2031 1979 1789 975 190 814
is_linear=0
shrinkage=0.00517636


Tree=162
num_leaves=25
num_cat=0
split_feature=1 52 1 2 12 14 2 2 4 2 0 4 0 13 4 2 16 12 4 52 52 12 4 16
split_gain=10713.4 2010.63 1174.07 818.82 666.909 380.682 351.582 330.98 326.429 316.965 269.483 184.324 138.921 137.884 103.68 103.394 73.2498 70.715 54.9353 50.0556 60.3552 34.2796 30.8199 24.6898
threshold=0.10398500000000001 -0.41694999999999993 0.13612500000000002 0.099845000000000003 0.088365000000000013 0.064610000000000015 -1.0000000180025095e-35 0.16730000000000003 0.24814500000000003 0.13388500000000003 -0.12851999999999997 0.48395000000000005 -0.22163999999999998 -0.0015099999999999998 -0.4950449999999999 0.090020000000000017 0.022165000000000004 -0.088999999999999982 -0.22295999999999996 0.042815000000000006 -0.42946499999999993 0.083335000000000006 0.41165000000000002 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 13 6 -1 11 -6 10 -5 -4 -8 17 -14 16 -16 -3 -12 20 -20 -17 -15 -21
right_child=1 2 7 9 8 -7 12 -9 -10 -11 18 -13 14 22 15 21 -18 -19 19 23 -22 -23 -24 -25
leaf_value=0.037231323118223275 0.042289049323437973 0.030148392760630124 0.029747988549394117 0.034542923831329161 0.039577059153929124 0.047274072626073298 0.038524997928787642 0.019423470769640936 0.031850568537342028 0.033311061670320073 0.042221132957736926 0.023922799737411328 0.045328890029047247 0.032756837992623668 0.042893827480619373 0.039595840685636624 0.040910668065617377 0.027094291956822249 0.040596312752374776 0.041734316930742678 0.037553167574653809 0.041589318651795285 0.0303706198340166 0.039690209803125348
leaf_weight=79 77 72 54 53 70 83 52 53 54 52 65 69 67 64 1032 56 116 103 64 77 85 366 58 59
leaf_count=79 77 72 54 53 70 83 52 53 54 52 65 69 67 64 1032 56 116 103 64 77 85 366 58 59
internal_value=0 0.0309386 0.0294747 0.0416347 0.0316147 0.0423321 0.0421 0.0243554 0.0362125 0.0387976 0.0395055 0.0264804 0.0423278 0.029695 0.0424485 0.0423256 0.0426935 0.028351 0.0402569 0.0398089 0.0388605 0.0413248 0.0316226 0.0408477
internal_weight=0 674 597 2306 421 1851 1768 176 124 455 403 123 1689 297 1637 1570 1148 175 350 285 149 422 122 136
internal_count=2980 674 597 2306 421 1851 1768 176 124 455 403 123 1689 297 1637 1570 1148 175 350 285 149 422 122 136
is_linear=0
shrinkage=0.00235996


Tree=163
num_leaves=13
num_cat=0
split_feature=39 9 147 123 0 1452 1420 0 0 40 132 12
split_gain=334.687 298.167 179.677 127.203 124.99 52.8813 50.1994 53.6049 77.5508 45.9632 45.5502 28.1105
threshold=0.11419500000000002 -1.0000000180025095e-35 0.089430000000000023 0.081180000000000016 -0.095909999999999981 0.087375000000000008 -0.080629999999999993 -0.075434999999999988 -0.12851999999999997 -0.081429999999999989 0.080815000000000012 0.088245000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 -3 8 -8 -5 -9 -7
right_child=-2 2 4 9 -6 11 7 10 -10 -11 -12 -13
leaf_value=0.0033016838802150993 0.0014690350762602701 0.020479307810125479 0.00019357895578044385 0.012858391460590063 0.013085571749739372 0.021978314676182078 0.012357973911221613 0.0137639203502449 0.015737317837605836 0.0067964138936463508 0.0090147301227099033 0.01594347230002097
leaf_weight=89 77 52 52 84 53 54 285 597 1412 91 80 54
leaf_count=89 77 52 52 84 53 54 285 597 1412 91 80 54
internal_value=0 0.0139479 0.0142846 0.0145785 0.00670157 0.0149149 0.0147348 0.0146089 0.0151698 0.00970652 0.0132028 0.0189615
internal_weight=0 2903 2814 2709 105 2534 2426 2374 1697 175 677 108
internal_count=2980 2903 2814 2709 105 2534 2426 2374 1697 175 677 108
is_linear=0
shrinkage=0.00590724


Tree=164
num_leaves=29
num_cat=0
split_feature=1 52 1 2 2 2 3 2 2 12 3 0 2 1 16 52 1 12 16 2 51 160 52 16 3 159 12 49
split_gain=6510.17 1330.5 711.07 524.398 507.226 295.334 244.852 239.83 238.089 204.202 168.14 159.19 82.3862 100.521 57.9905 56.9304 55.9141 63.8326 45.8465 45.8153 45.3249 40.9814 40.8389 46.5371 35.8032 30.8864 20.722 16.113
threshold=0.10398500000000001 -0.41694999999999993 0.12700000000000003 0.10457000000000001 0.099845000000000003 0.16993500000000003 -0.055994999999999996 0.13388500000000003 -1.0000000180025095e-35 -0.041014999999999989 -0.14186499999999996 -0.12851999999999997 0.089945000000000011 0.08346000000000002 -0.28430999999999995 -0.53299999999999992 0.085720000000000005 0.079335000000000017 0.044620000000000007 -1.0000000180025095e-35 0.083615000000000009 1.0000000180025095e-35 0.024870000000000003 -0.052039999999999996 -0.067814999999999986 0.011235000000000002 0.090455000000000021 0.092020000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 8 9 -3 11 -1 19 -10 -6 16 25 -5 -13 17 -12 -19 -4 -16 22 -17 -24 26 27 -18 -14
right_child=1 2 5 14 7 -7 -8 -9 10 -11 12 15 13 -15 20 21 24 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=0.052320889781958924 0.058503493971233257 0.055719870234167523 0.035315557962284971 0.045365934652158893 0.049309926570124431 0.031916051728827624 0.04615773441079362 0.047024404393531144 0.062783840499234689 0.044498322430939104 0.062335840020723884 0.058681242447152213 0.057309442297334527 0.052392306032527119 0.039665711891944504 0.052473353702182618 0.058875853958691993 0.058965236303509749 0.055614596757811947 0.039878064668673843 0.043859160924512544 0.057198280966083023 0.057417040238081675 0.053152024855566679 0.054798104397750083 0.059254409113615396 0.057139090890104903 0.055477149305012637
leaf_weight=83 77 80 52 87 53 54 52 52 92 98 63 62 261 54 63 88 138 695 52 52 59 77 69 54 53 83 203 74
leaf_count=83 77 80 52 87 53 54 52 52 92 98 63 62 261 54 63 88 138 695 52 52 59 77 69 54 53 83 203 74
internal_value=0 0.0450901 0.04336 0.0466024 0.0572025 0.0390409 0.0519532 0.0539584 0.0579999 0.0409454 0.0582665 0.054853 0.0580185 0.0568019 0.0432227 0.0556923 0.0584955 0.0590124 0.058732 0.0375972 0.041694 0.0550487 0.054264 0.0555449 0.0574327 0.0573714 0.0578421 0.0569048
internal_weight=0 674 597 341 2306 256 132 455 1851 202 1768 403 1676 472 209 350 1204 810 747 104 122 288 211 123 394 418 341 335
internal_count=2980 674 597 341 2306 256 132 455 1851 202 1768 403 1676 472 209 350 1204 810 747 104 122 288 211 123 394 418 341 335
is_linear=0
shrinkage=0.00342827


Tree=165
num_leaves=17
num_cat=0
split_feature=4 2 123 3 11 3 2 4 12 15 12 2 158 2 15 4
split_gain=5819.34 1838.88 1231.04 526.073 315.805 272.183 231.608 207.202 246.499 199.387 161.574 154.138 99.7634 64.8516 62.7037 53.9373
threshold=0.31392000000000003 0.14073000000000005 0.081180000000000016 0.143375 1.0000000180025095e-35 -0.12077499999999998 0.15616000000000005 0.018150000000000003 -1.0000000180025095e-35 0.025430000000000005 -1.0000000180025095e-35 0.086365000000000011 0.019155000000000002 0.11504500000000002 -0.46772999999999992 -0.49010499999999996
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 10 8 -7 15 14 -4 -9 -12 -2 -6
right_child=6 -3 11 -5 9 7 -8 12 -10 -11 13 -13 -14 -15 -16 -17
leaf_value=0.014411714126138109 0.0057394205628160371 0.0059717005892311291 0.0068362029647355931 0.010470477121468296 0.019134064990393641 0.014004219098907023 -0.00053644852387001608 0.016711424779776479 0.020472566514404468 0.027381015573675026 0.010722769757229047 0.013218511640188271 0.020246765561200804 0.0067239485882286659 0.0013087256879090142 0.023220431606944477
leaf_weight=85 61 96 56 53 58 54 52 244 1680 76 62 84 100 86 53 57
leaf_count=85 61 96 56 53 58 54 52 244 1680 76 62 84 100 86 53 57
internal_value=0 0.0187716 0.0192541 0.0197536 0.0199626 0.0196382 0.00520607 0.019852 0.0202711 0.0236354 0.00634593 0.0106658 0.0177392 0.00839935 0.00367982 0.0211598
internal_weight=0 2643 2547 2407 2354 2163 314 2078 1734 191 262 140 344 148 114 115
internal_count=2957 2643 2547 2407 2354 2163 314 2078 1734 191 262 140 344 148 114 115
is_linear=0
shrinkage=0.0029791


Tree=166
num_leaves=15
num_cat=0
split_feature=2 15 13 14 2 123 2 15 15 13 123 15 13 15
split_gain=532.591 274.261 130.355 126.322 110.42 91.4946 97.611 95.6099 69.5419 72.5365 55.2431 40.1814 36.8689 35.287
threshold=0.12026500000000001 -0.38214499999999996 -0.17030499999999998 0.073890000000000011 0.16993500000000003 0.081180000000000016 0.086365000000000011 -0.19153499999999998 0.025430000000000005 -0.062109999999999992 0.086020000000000013 0.08401500000000002 -0.09057999999999998 -0.090104999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 10 7 -7 -4 9 -9 12 -10 -2 -14
right_child=4 2 3 -5 -6 6 -8 8 11 -11 -12 -13 13 -15
leaf_value=0.0053576965224131816 0.0064034179416358021 0.0075232841860622506 0.019616262509606734 0.019222758793552758 0.0019918635128036216 0.0053429807606733964 0.014060392209345324 0.014124546586104072 0.017938164321191389 0.011733884972265947 0.0047255055822740749 0.014472052215030944 0.0080065634125669333 0.012825064851835103
leaf_weight=92 54 74 68 103 75 60 59 647 85 539 65 885 56 95
leaf_count=92 54 74 68 103 75 60 59 647 85 539 65 885 56 95
internal_value=0 0.0135183 0.0138162 0.0140065 0.00715735 0.0137772 0.00966549 0.0139972 0.0138199 0.0130381 0.00859202 0.0147758 0.00981774 0.0110384
internal_weight=0 2612 2520 2446 345 2343 119 2224 2156 1186 270 970 205 151
internal_count=2957 2612 2520 2446 345 2343 119 2224 2156 1186 270 970 205 151
is_linear=0
shrinkage=0.00481139


Tree=167
num_leaves=19
num_cat=0
split_feature=2 15 3 13 49 11 2 39 3 2 456 48 123 11 2 2 156 12
split_gain=368.398 189.711 124.829 99.939 86.8817 73.5126 123.411 56.9282 55.0599 52.7592 48.7168 49.8079 43.087 38.3602 36.1704 24.1234 22.9152 9.66248
threshold=0.12026500000000001 -0.38214499999999996 0.10402500000000002 0.05889500000000001 -0.022974999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 0.085505000000000012 0.076825000000000018 0.097005000000000022 0.087055000000000007 0.078735000000000013 0.086990000000000026 0.082245000000000013 0.10979000000000001 0.13751000000000005 0.087205000000000019 0.084805000000000005
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 -2 6 7 -3 10 13 11 -8 15 -7 -4 -6 -10 -12
right_child=3 2 14 -5 12 9 8 -9 16 -11 17 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0052899551520098091 0.0025393139823612345 0.011776042631119992 0.010647205089076739 0.00097275783576339793 0.014471640854255197 0.016587791405542732 0.013834145888517646 0.0034411001499988982 0.015496425488480873 0.014105655531605402 0.019122839166534962 0.011031020482571459 0.005841422451742454 0.023341461846721489 0.0045102316668636329 0.0099707064535931207 0.020330511958118996 0.015796986339103817
leaf_weight=92 60 54 79 70 65 56 1590 53 77 96 52 238 53 54 52 97 55 64
leaf_count=92 60 54 79 70 65 56 1590 53 77 96 52 238 53 54 52 97 55 64
internal_value=0 0.0133474 0.0136415 0.00706698 0.00861801 0.0139392 0.0136313 0.00764809 0.0139397 0.017202 0.0136971 0.0134692 0.0103141 0.0199038 0.00821162 0.011777 0.0175111 0.0172884
internal_weight=0 2612 2520 345 275 2389 2183 107 2076 206 1944 1828 215 110 131 162 132 116
internal_count=2957 2612 2520 345 275 2389 2183 107 2076 206 1944 1828 215 110 131 162 132 116
is_linear=0
shrinkage=0.0057118


Tree=168
num_leaves=16
num_cat=0
split_feature=4 45 2 52 16 1375 14 4 0 0 4 157 13 42 16
split_gain=402.358 185.146 177.674 114.001 95.5845 80.9782 88.3814 84.6588 363.874 85.6698 77.2889 37.6022 24.3249 19.6336 11.6267
threshold=0.27258000000000004 0.08179500000000002 0.14938500000000002 0.042815000000000006 -0.54150999999999994 -0.15824499999999997 0.073890000000000011 -0.22295999999999996 -0.040094999999999992 -0.13165999999999997 0.50027500000000014 -0.0056149999999999993 -0.062109999999999992 0.079335000000000003 0.18879500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 -1 7 11 9 -9 -6 -7 -12 -8 -13
right_child=3 -3 -4 -5 10 6 13 8 -10 -11 12 14 -14 -15 -16
leaf_value=0.004305623919027628 0.0085792573791952133 0.021783433702111971 0.0013229401950342924 0.010440622282055436 -0.0040096007580408865 0.017937598501996256 0.014227200331586249 0.0072913863463355665 -0.002391014792645104 0.011677717596689395 0.0060528872920714979 0.014868957438386225 0.00069421927248623902 0.019124913959471475 0.011545199534546371
leaf_weight=53 68 55 60 85 73 76 57 160 66 1895 61 60 52 52 84
leaf_count=53 68 55 60 85 73 76 57 160 66 1895 61 60 52 52 84
internal_value=0 0.0113349 0.0111107 0.00467136 0.00274046 0.0113453 0.0114976 0.0112616 0.010909 0.0113362 0.000605509 0.0146605 0.0035875 0.0165643 0.0129305
internal_weight=0 2618 2563 339 254 2503 2450 2341 2121 2055 186 220 113 109 144
internal_count=2957 2618 2563 339 254 2503 2450 2341 2121 2055 186 220 113 109 144
is_linear=0
shrinkage=0.00575493


Tree=169
num_leaves=20
num_cat=0
split_feature=2 123 2 15 2 14 15 15 2 43 2 2 2 2 47 13 15 2 13
split_gain=3155.64 1062.41 569.4 540.277 344.876 301.988 246.976 196.855 162.325 132.004 104.559 79.6161 62.4025 60.6967 81.4771 43.3972 43.27 31.8523 15.4814
threshold=0.11891500000000001 0.081180000000000016 0.16993500000000003 -0.38214499999999996 0.10510500000000002 0.073890000000000011 -0.11277999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.070414999999999991 -0.014989999999999998 0.14073000000000005 0.10155500000000002 0.090020000000000017 0.11381500000000001 -0.09194999999999999 -0.42075999999999997 0.11183000000000003 -0.062109999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 5 8 16 9 -5 -6 -3 18 -12 14 -10 -15 -2 -9 -8
right_child=2 10 -4 4 7 -7 11 17 13 -11 12 -13 -14 15 -16 -17 -18 -19 -20
leaf_value=0.0086079291631149558 0.0082000374360924611 0.0062620518921875342 -0.00055624034702390598 0.014682662277745021 0.01639260851831973 0.025374371834347001 0.013066496102414463 0.020402447283024271 0.020147570662026951 0.010389866788700752 0.014541765355126555 0.009309358942092066 0.0093209466475919159 0.016026453870907332 0.016340791541527563 0.018964411749904819 0.0043131473377210289 0.016920297011883363 0.015636816845132115
leaf_weight=57 74 57 75 82 82 100 53 72 1246 86 53 53 52 65 68 516 59 52 55
leaf_count=57 74 57 75 82 82 100 53 72 1246 86 53 53 52 65 68 516 59 52 55
internal_value=0 0.0183438 0.00776589 0.0189041 0.0191518 0.019636 0.00988901 0.0157077 0.0193457 0.01332 0.00995316 0.0127082 0.0119566 0.0195475 0.0199506 0.0186358 0.00647605 0.0189425 0.0143758
internal_weight=0 2588 369 2426 2369 2077 294 292 1977 168 162 161 105 1895 1314 581 133 124 108
internal_count=2957 2588 369 2426 2369 2077 294 292 1977 168 162 161 105 1895 1314 581 133 124 108
is_linear=0
shrinkage=0.00338392


Tree=170
num_leaves=23
num_cat=0
split_feature=4 2 3 150 39 2 0 2 4 3 39 0 160 4 15 15 15 2 4 159 3 16
split_gain=5154.31 1846.44 817.273 573.918 269.625 231.117 229.816 200.393 178.224 142.291 193.321 123.257 135.146 114.169 106.376 124.964 75.2495 69.8119 51.5355 41.7309 35.4501 15.1245
threshold=0.31392000000000003 0.14132000000000003 -0.06717999999999999 0.093965000000000007 0.055555000000000007 0.10773000000000001 -0.14920999999999998 0.153865 0.032770000000000001 0.13772500000000001 0.088025000000000006 -0.076914999999999997 -0.078934999999999991 -0.0018749999999999997 0.025430000000000005 -0.092879999999999976 -0.43587999999999999 0.095465000000000008 -0.17568999999999999 0.085035000000000013 -0.11266 -0.12080999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 14 -1 9 11 10 16 17 -13 -6 15 -4 -2 20 -14 21 -8 -10
right_child=7 -3 3 -5 13 -7 8 -9 19 -11 -12 12 18 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.028289560985906837 0.015993826938621745 0.0089612544994187686 0.024215139106660073 0.010998586020094623 0.014858917798423648 0.01762496131808548 0.025878801030170668 0.0043094396032923397 0.020461974134218276 0.0062249350937154764 0.0075501331089843013 0.017449147527828581 0.024118240810813162 0.019638514196247427 0.025880819892090238 0.019982115805321873 0.01166372611278089 0.020282501011311248 0.021689991045107469 0.022313969800444682 0.023513633043929089 0.01873183684363185
leaf_weight=60 53 90 93 62 90 101 53 53 79 53 68 52 93 71 61 137 80 52 276 61 1082 83
leaf_count=60 53 90 93 62 90 101 53 53 79 53 68 52 93 71 61 137 80 52 276 61 1082 83
internal_value=0 0.021496 0.0219461 0.0191254 0.0200365 0.0212972 0.0228635 0.00929193 0.0226857 0.0103315 0.0114141 0.023013 0.0217027 0.0169669 0.0225716 0.0216939 0.0133895 0.0234777 0.0223021 0.0203249 0.0236241 0.0195757
internal_weight=0 2596 2506 615 553 392 1891 307 1831 254 201 1608 421 161 291 230 133 1187 369 223 1135 162
internal_count=2903 2596 2506 615 553 392 1891 307 1831 254 201 1608 421 161 291 230 133 1187 369 223 1135 162
is_linear=0
shrinkage=0.0028165


Tree=171
num_leaves=19
num_cat=0
split_feature=1 1375 4 2 2 2 4 51 159 4 48 48 1186 48 4 42 2 2
split_gain=397.467 131.861 86.837 71.9411 62.3978 71.5295 50.635 46.1942 44.5306 47.076 49.302 36.9876 31.6651 32.7329 80.0888 18.3638 10.5828 8.86492
threshold=0.11477000000000001 -0.14589999999999997 -0.03463999999999999 0.10433000000000002 0.12026500000000001 -1.0000000180025095e-35 0.50214500000000006 -0.18513499999999997 0.087360000000000007 -0.014854999999999998 0.082425000000000012 0.10598 0.083980000000000013 0.093225000000000016 -0.27577999999999997 0.078120000000000009 0.11043500000000002 0.11426500000000002
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 7 5 -4 -6 -3 9 15 17 12 13 14 -9 16 -5 -11
right_child=2 3 4 8 6 -7 -8 11 -10 10 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0017167690362111607 0.0083311447139614407 0.012517571634592767 0.0019059651522901316 0.0091238581140383069 -0.00069486288543813717 0.0072340185939746794 0.0036255437849200445 0.012603774841906914 0.0037195297952335405 0.0063912119407298481 0.0031807820754700838 0.011976478831746276 0.0053472390179347667 0.0061837611493964755 0.0085035159242881301 0.010560017347514623 0.0066097198863982925 0.0084463718424241212
leaf_weight=52 63 52 77 58 94 96 90 85 65 70 68 53 53 92 1635 71 56 73
leaf_count=52 63 52 77 58 94 96 90 85 65 70 68 53 53 92 1635 71 56 73
internal_value=0 0.0082052 0.00387418 0.00834397 0.00308754 0.00486283 0.00141814 0.00868668 0.00687936 0.00739791 0.00606801 0.0085828 0.00848633 0.00857813 0.00870617 0.00891447 0.00788923 0.00744066
internal_weight=0 2483 420 2431 357 173 184 1970 461 396 211 1918 1865 1812 1720 185 114 143
internal_count=2903 2483 420 2431 357 173 184 1970 461 396 211 1918 1865 1812 1720 185 114 143
is_linear=0
shrinkage=0.00411725


Tree=172
num_leaves=13
num_cat=0
split_feature=2 3 30 1375 14 14 12 2 3 150 4 3
split_gain=275.457 148.151 85.3749 78.0927 77.3948 68.3604 56.3728 55.0731 52.8219 152.669 48.9822 15.2078
threshold=0.13554000000000002 0.30863500000000005 0.086535000000000015 -0.15308499999999997 0.073890000000000011 -1.0000000180025095e-35 -0.088684999999999986 0.15806500000000004 -0.096099999999999977 0.082085000000000019 -0.22295999999999996 -0.0075749999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -2 11 9 -7 -10 -8
right_child=6 -3 -4 4 -6 8 7 -9 10 -11 -12 -13
leaf_value=0.0026411821030601123 0.007446675670880201 0.00043759481958964769 0.0027312318883892343 0.014717838980190056 0.014633588997426316 0.0088039340803710894 0.0053895905849112051 -0.0036120557652583921 0.013630362905062041 -0.0014615264875225116 0.0094193734746628836 0.0010998567987495287
leaf_weight=52 55 61 61 75 94 309 53 57 92 54 1888 52
leaf_count=52 55 61 61 75 94 309 53 57 92 54 1888 52
internal_value=0 0.00911752 0.0093192 0.00947591 0.00961737 0.00942234 0.00251881 0.000845393 0.00925281 0.00727668 0.00961507 0.00326572
internal_weight=0 2686 2625 2564 2512 2418 217 162 2343 363 1980 105
internal_count=2903 2686 2625 2564 2512 2418 217 162 2343 363 1980 105
is_linear=0
shrinkage=0.00563334


Tree=173
num_leaves=30
num_cat=0
split_feature=2 12 2 2 2 16 52 52 12 16 52 39 3 2 3 2 48 52 3 16 16 133 43 16 13 12 399 16 13
split_gain=2618.66 1135.51 482.159 451.101 356.653 163.552 139.485 226.299 132.919 110.017 109.314 109.111 106.356 73.3434 66.0122 63.0573 61.8151 60.9605 56.1834 50.1844 42.8224 39.52 22.3754 20.5472 19.3277 16.7231 8.728 6.26142 4.02816
threshold=0.12026500000000001 0.056995000000000011 -1.0000000180025095e-35 0.10433000000000002 0.15510000000000004 0.12992000000000004 -0.092084999999999986 0.023800000000000005 0.093910000000000007 -0.18817999999999999 0.095185000000000006 0.088025000000000006 0.11745500000000002 0.089795000000000014 -0.115685 0.090020000000000017 0.083540000000000017 -0.24334999999999998 -0.13392999999999997 0.014185000000000001 0.067035000000000011 0.031880000000000012 -0.15802999999999998 -0.072034999999999988 -0.055229999999999994 0.086260000000000017 0.085965000000000014 -0.081904999999999992 -0.077614999999999976
decision_type=2 2 2 2 2 2 2 2 2 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 10 -4 13 15 -10 24 -1 -5 -8 -11 18 20 -16 -3 25 21 -17 -19 -24 -2 28 -27 -23 -20
right_child=4 8 3 12 -6 -7 7 -9 9 14 -12 -13 -14 -15 17 16 -18 22 19 -21 -22 27 23 -25 -26 26 -28 -29 -30
leaf_value=0.01188376193479897 0.0061293561597295957 0.022478103266109949 0.021519930529597556 0.013740672636448735 0.0038812990855074227 0.014879072804281664 0.016859919245109118 0.021286321566023829 0.013927179477211823 0.02067935688097805 0.012534617743461445 0.0067126805355177564 0.0086051080842287977 0.011987315065042033 0.015162844982930839 0.016459053875823856 0.015542148424175993 0.020100997287996476 0.02026518997134541 0.01756577373507711 0.020909984305052805 0.018621668138346821 0.018995223564479101 0.017424807644742114 0.0087247686552737978 0.019398740210400667 0.020490929167195776 0.02013300305660581 0.021069190861090881
leaf_weight=83 56 74 84 97 98 67 53 66 61 89 60 71 62 64 70 74 60 54 296 93 77 52 121 224 52 433 83 53 76
leaf_count=83 56 74 84 97 98 67 53 66 61 89 60 71 62 64 70 74 60 54 296 93 77 52 121 224 52 433 83 53 76
internal_value=0 0.0179124 0.0141429 0.0158213 0.008788 0.0108341 0.0182526 0.0167526 0.0190111 0.017833 0.00922068 0.0094999 0.0117383 0.0141948 0.0182599 0.019543 0.018342 0.0178007 0.0199027 0.0197084 0.0189981 0.0181755 0.0182634 0.0179757 0.0073793 0.0199327 0.0195745 0.0193848 0.0204295
internal_weight=0 2570 580 426 333 235 267 183 1990 619 168 154 159 117 558 1371 316 469 1055 981 256 179 399 345 108 888 516 105 372
internal_count=2903 2570 580 426 333 235 267 183 1990 619 168 154 159 117 558 1371 316 469 1055 981 256 179 399 345 108 888 516 105 372
is_linear=0
shrinkage=0.00306142


Tree=174
num_leaves=25
num_cat=0
split_feature=1 11 2 3 2 31 160 3 15 0 12 3 3 12 11 12 13 49 47 1 42 475 15 47
split_gain=258.926 174.476 77.175 114.298 83.5931 131.914 64.3857 56.2324 140.217 53.0735 40.9165 37.4529 28.8923 35.7735 28.7179 24.3742 45.7265 21.8914 18.7733 23.4985 16.8396 10.3874 10.3649 3.029
threshold=0.095920000000000019 0.082245000000000013 0.10457000000000001 -0.017704999999999995 -0.0050599999999999994 -0.077289999999999984 -0.077034999999999978 -0.12077499999999998 1.0000000180025095e-35 -0.084914999999999977 -0.060304999999999991 -0.066229999999999997 0.093925000000000022 0.08648500000000002 0.093525000000000011 -0.078454999999999983 -0.0015099999999999998 0.11756500000000002 0.077735000000000012 0.085110000000000005 -0.13719999999999996 -0.085684999999999997 0.095010000000000025 0.090515000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 5 -2 -5 8 -1 -6 -9 23 13 18 -3 -8 -17 20 19 21 -15 -12 -22 -11
right_child=1 14 3 6 9 -7 15 10 -10 11 12 -13 -14 17 -16 16 -18 -19 -20 -21 22 -23 -24 -25
leaf_value=0.00095605535768700808 0.0076349166913064273 0.012816946945489405 -0.0030586007423542955 0.0081553963983851726 0.003919970387029393 -0.0026346909740321378 0.0048417004474883224 0.011647733011338509 0.0099963639542912219 0.0078031253926108997 0.01124766240516978 0.012122776932925534 0.005152536631453152 0.010597135838674242 0.0078043181471509817 -0.0018618432853464515 0.0036647026351096703 0.0050007602891605123 0.01172066884016794 0.0060027583294362426 0.007957148234721002 0.0089809056991861733 0.0067144184181161717 0.0061787530732085203
leaf_weight=89 56 59 79 61 89 67 69 80 79 62 57 52 81 52 53 64 85 70 64 61 842 376 204 52
leaf_count=89 56 59 79 61 89 67 69 80 79 62 57 52 81 52 53 64 85 70 64 61 842 376 204 52
internal_value=0 0.00470259 0.00382862 0.00218511 0.00538503 0.00204047 0.00367008 0.00794625 0.00520747 0.00699807 0.00819006 0.00864807 0.00803695 0.00817228 0.0104454 0.00241477 0.00129053 0.00768058 0.00920141 0.00887492 0.00785138 0.00927942 0.00771483 0.00706265
internal_weight=0 848 736 358 378 123 279 2055 168 255 1887 166 1807 1726 112 218 149 1168 558 494 1098 433 1046 114
internal_count=2903 848 736 358 378 123 279 2055 168 255 1887 166 1807 1726 112 218 149 1168 558 494 1098 433 1046 114
is_linear=0
shrinkage=0.00493858


Tree=175
num_leaves=16
num_cat=0
split_feature=4 44 3 0 1348 48 4 484 0 43 12 42 14 0 4
split_gain=247.854 117.445 107.156 57.2847 53.4503 52.9725 51.6974 45.8068 40.7698 72.6094 45.3228 40.4211 24.954 34.9336 5.2157
threshold=0.31392000000000003 1.0000000180025095e-35 0.28833000000000003 0.0088250000000000012 0.084490000000000023 0.12737000000000001 0.51973500000000017 -0.084839999999999985 -0.0033699999999999993 -0.083134999999999987 -0.095319999999999988 0.081180000000000016 -0.46025499999999991 -0.18240499999999996 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 7 12 11 10 -10 -9 -1 -2 -14 -13
right_child=3 -3 -4 -5 -6 -7 -8 8 9 -11 -12 14 13 -15 -16
leaf_value=0.012172819464722961 0.004165475637838709 0.013587583555090571 -0.00071685469897344038 -0.0031349360151850685 0.0014425030814847956 0.0018592894887619459 0.0062107259704078915 0.011070933620177331 -0.00052212370076232955 0.0060549525564806972 0.0063783209714153967 0.0082844576444078884 0.0029614976419146222 -0.0020339843975844098 0.006493683366035982
leaf_weight=59 52 53 55 52 55 62 70 52 58 143 1938 79 61 79 82
leaf_count=59 52 53 55 52 55 62 70 52 58 143 1938 79 61 79 82
internal_value=0 0.00627968 0.00612971 0.00161881 0.00627869 0.00638623 0.0025625 0.00650262 0.00628594 0.00415683 0.00650097 0.00866026 0.00123214 0.00014224 0.00737272
internal_weight=0 2636 2583 314 2528 2473 262 2411 2191 201 1990 220 192 140 161
internal_count=2950 2636 2583 314 2528 2473 262 2411 2191 201 1990 220 192 140 161
is_linear=0
shrinkage=0.00495877


Tree=176
num_leaves=31
num_cat=0
split_feature=1 1 1 12 123 457 4 12 4 13 14 4 52 12 16 1 12 48 48 4 4 52 4 13 1 130 12 52 49 13
split_gain=5255.06 735.737 571.498 456.817 415.767 246.406 199.552 185.846 119.198 105.968 97.7546 86.5014 79.4895 126.897 77.3503 63.6437 60.6944 60.3007 73.1786 57.544 41.6186 41.4876 39.376 34.4095 27.2909 20.6804 10.2269 8.62437 4.80992 2.49458
threshold=0.10921500000000002 0.12419000000000001 0.090650000000000022 0.085075000000000026 1.0000000180025095e-35 0.048350000000000011 0.27998000000000006 0.093125000000000013 -0.17006499999999999 -0.06286499999999999 0.073890000000000011 0.046185000000000004 0.40342500000000009 0.085845000000000019 -0.13895999999999997 0.14684500000000003 0.11878500000000002 0.088485000000000008 0.036755000000000003 -0.057674999999999997 0.0015850000000000003 0.10024500000000001 -0.0048949999999999992 -0.076794999999999988 0.11392000000000001 0.085970000000000005 -0.079404999999999989 -0.0064899999999999992 0.011845000000000001 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 5 8 9 10 -4 -3 11 17 13 -10 28 26 19 18 22 21 -15 29 -1 -19 -2 27 -8 -21 -13 -9
right_child=1 6 4 -5 -6 -7 15 16 12 -11 -12 14 -14 20 -16 -17 -18 23 -20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.018735403770168593 0.0088546404779359777 0.0035037379056869961 0.020080404946796544 0.015652240388649732 0.0084767394452177833 0.0097264152067631799 0.0037588068046071556 0.019929583005627954 0.011573077095743085 0.0092909186009925825 0.022156018280932218 0.017350303243486062 0.018837525143837762 0.017313160334016441 0.013519843039208035 -0.0011570787111827101 0.013815193886776163 0.01826723011234237 0.022315788655695327 0.016133079563279567 0.014218953126669227 0.01656386313694002 0.020749253722310707 0.015155033208923276 0.0063059432013278932 0.017413710776574977 0.0018930235375023206 0.014692882388460114 0.018657698268844732 0.018992715313356619
leaf_weight=912 69 52 75 102 81 52 54 54 67 63 74 52 65 131 52 54 61 77 61 72 56 76 97 55 84 64 52 80 52 54
leaf_count=912 69 52 75 102 81 52 54 54 67 63 74 52 65 131 52 54 61 77 61 72 56 76 97 55 84 64 52 80 52 54
internal_value=0 0.00706379 0.0174933 0.0107344 0.01473 0.0158657 0.00366006 0.0182626 0.0166758 0.00667439 0.0187961 0.018613 0.0158753 0.0151171 0.0165097 0.00149332 0.0166054 0.0188859 0.0191221 0.0170308 0.0163867 0.0182648 0.018929 0.0169707 0.00745557 0.0159794 0.00284382 0.0153753 0.0180043 0.0194614
internal_weight=0 530 2420 255 527 446 275 1893 394 115 1432 1358 319 254 156 160 461 1202 1070 400 187 184 1009 132 153 216 106 152 104 108
internal_count=2950 530 2420 255 527 446 275 1893 394 115 1432 1358 319 254 156 160 461 1202 1070 400 187 184 1009 132 153 216 106 152 104 108
is_linear=0
shrinkage=0.00299989


Tree=177
num_leaves=26
num_cat=0
split_feature=1 1 4 0 49 2 0 1 0 39 13 0 151 4 1 3 159 52 4 483 457 0 4 3 160
split_gain=293.719 63.5319 67.3663 62.9176 95.9117 52.8727 63.523 50.2722 47.4887 51.001 42.8202 45.5329 37.6618 35.1729 31.3252 30.2713 25.5891 24.0996 25.0477 20.1745 11.9683 11.759 10.1919 8.45244 4.05555
threshold=0.12000500000000001 0.090485000000000024 -0.17568999999999999 0.0040950000000000005 -0.038669999999999989 1.0000000180025095e-35 -0.068669999999999995 0.10246000000000001 -0.12851999999999997 0.089285000000000017 -0.14258499999999999 0.040570000000000002 -0.091674999999999993 0.0054350000000000015 0.10651500000000001 0.090170000000000014 0.084685000000000024 0.24392500000000003 -0.00076499999999999995 0.058525000000000008 0.048870000000000004 -0.14076499999999997 -0.020284999999999994 -0.069724999999999995 -0.0092699999999999987
decision_type=2 2 2 2 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 -2 6 14 -7 -6 -10 -1 12 20 17 23 21 19 18 -14 -15 -12 -9 -19 24 -4
right_child=3 2 5 -5 8 7 -8 15 9 -11 11 -13 13 16 -16 -17 -18 22 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.009421014144057209 -0.0034231670756032563 0.0079761181921251464 0.0059158317141269493 -0.003343757469110727 -0.00043170633054627434 -0.00078582468451346866 0.0016831123366988427 0.00040886699172545276 0.0068589295828869745 0.0016142275373145182 0.0072333506859644896 0.0028769322789498788 0.0062914616405059468 0.0029543682531415899 0.0093337970457429212 0.0055452566252864842 0.0067906897334455126 0.0056252126119526067 0.0089420405250359488 0.0061894128128880486 0.010324361858443253 0.0034686905825330114 0.0031080997836140782 0.0070354136586175146 0.0044586409266821041
leaf_weight=77 55 101 60 57 52 74 88 52 90 68 53 96 1092 168 52 92 77 71 80 53 52 53 64 52 121
leaf_count=77 55 101 60 57 52 74 88 52 90 68 53 96 1092 168 52 92 77 71 80 53 52 53 64 52 121
internal_value=0 0.00563561 0.00450577 0.00101136 0.0019483 0.00396144 0.00507762 0.00242496 0.00335534 0.00460202 0.0060826 0.00594023 0.00611218 0.00593863 0.00612558 0.00363128 0.00452132 0.00626174 0.00647243 0.00373041 0.0087646 0.00195381 0.00443228 0.00540938 0.00494196
internal_weight=0 2628 745 322 265 644 373 271 210 158 1883 1806 1710 1605 285 197 298 1307 1172 221 105 105 135 233 181
internal_count=2950 2628 745 322 265 644 373 271 210 158 1883 1806 1710 1605 285 197 298 1307 1172 221 105 105 135 233 181
is_linear=0
shrinkage=0.0045697


Tree=178
num_leaves=21
num_cat=0
split_feature=3 4 51 0 43 4 160 51 39 51 15 0 4 11 4 151 0 0 3 4
split_gain=191.768 94.6972 40.5598 38.9878 55.0226 36.8841 47.7335 32.8639 31.6283 28.799 28.796 47.9718 94.1512 58.3867 60.7522 26.5144 16.4365 19.4233 10.5977 8.95413
threshold=0.3148450000000001 0.0054350000000000015 0.15466000000000005 -0.098749999999999991 0.082870000000000013 0.057200000000000008 -1.0000000180025095e-35 -0.40775499999999992 0.096625000000000016 -0.22681499999999996 -0.14051999999999998 -0.10594499999999998 -0.021669999999999998 0.079225000000000004 -0.39175499999999991 -0.063719999999999985 -0.07087499999999998 -0.09194999999999999 -0.024819999999999998 0.40736500000000003
decision_type=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 -7 -5 16 -1 -11 12 -12 14 -13 -8 17 -9 -17 -18
right_child=-2 3 -4 7 -6 6 15 8 -10 10 11 13 -14 -15 -16 18 19 -19 -20 -21
leaf_value=0.0091885616586618937 -0.0023594804832438392 0.00040734691719625119 0.0015559990767095126 0.0053444817701016351 0.0095776586917646778 0.0091707674877020955 0.00044472083915184741 0.0015509060557422046 -0.0015106525523915901 0.0085178557945967317 0.0074142217224694726 0.0098905337175659077 -0.00059280927688162746 0.001273552030222231 0.0058067280208129353 0.003500069959345532 0.0023958861817512658 0.0052751016585127096 0.0066123717576109823 -0.00052505349639806885
leaf_weight=70 97 63 62 91 58 56 52 68 65 99 72 108 93 73 1494 66 64 90 56 53
leaf_count=70 97 63 62 91 58 56 52 68 65 99 72 108 93 73 1494 66 64 90 56 53
internal_value=0 0.00515661 0.0057452 0.00359774 0.00489867 0.00397226 0.0049485 0.00253815 0.00178687 0.00587446 0.00575478 0.00560609 0.00290083 0.00587254 0.00608208 0.00358928 0.00256649 0.00367264 0.00492913 0.00107225
internal_weight=0 2853 2071 782 351 293 230 431 340 2009 1939 1840 165 1675 1602 174 275 158 122 117
internal_count=2950 2853 2071 782 351 293 230 431 340 2009 1939 1840 165 1675 1602 174 275 158 122 117
is_linear=0
shrinkage=0.00525716


Tree=179
num_leaves=20
num_cat=0
split_feature=4 3 40 4 3 12 133 49 4 4 12 3 49 15 3 15 15 12 15
split_gain=3562.23 1128.82 649.951 196.385 168.111 159.047 136.088 100.27 82.5575 124.733 119.56 77.3239 76.097 65.6855 60.2577 107.724 36.4956 30.6264 22.5003
threshold=0.31392000000000003 0.28833000000000003 -0.034699999999999988 0.018150000000000003 0.31819000000000003 -1.0000000180025095e-35 0.086975000000000011 -0.0086549999999999978 -0.39175499999999991 -0.15764999999999998 1.0000000180025095e-35 0.085880000000000012 0.12266500000000001 -0.11532999999999999 -0.080854999999999996 -0.46483499999999994 0.079600000000000018 0.093185000000000004 -0.052239999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 11 -4 7 -1 17 -10 -11 14 13 -5 -2 -16 18 -7 -15
right_child=4 -3 3 12 -6 8 -8 -9 9 10 -12 -13 -14 16 15 -17 -18 -19 -20
leaf_value=0.0085446959940365576 0.0055543920009281681 0.0024165847428387539 0.010101686604783049 0.016277837431832989 -0.00087947810753108348 0.018076312851588987 0.0058430164710553774 0.013649067322138067 0.010624513654447438 0.011904018897123071 0.015283557754390172 0.0073674970314611399 0.0095147529043008508 0.012729500626294658 0.004958512816688623 -0.00075880079040420369 0.014907991969079619 0.015467893010246958 0.010579849294321942
leaf_weight=70 82 70 54 52 58 103 68 60 54 93 1600 63 52 194 59 52 54 60 52
leaf_count=70 82 70 54 52 58 103 68 60 54 93 1600 63 52 194 59 52 54 60 52
internal_value=0 0.0138922 0.0142052 0.0146268 0.00357228 0.0150051 0.00916394 0.0109008 0.0151437 0.0149597 0.0150979 0.00458101 0.0127872 0.0132706 0.00367127 0.00227985 0.0127492 0.0171163 0.0122752
internal_weight=0 2636 2566 2368 314 1964 198 130 1910 1747 1693 256 404 352 193 111 300 163 246
internal_count=2950 2636 2566 2368 314 1964 198 130 1910 1747 1693 256 404 352 193 111 300 163 246
is_linear=0
shrinkage=0.00289625


Tree=180
num_leaves=21
num_cat=0
split_feature=4 39 13 48 14 16 14 0 4 0 42 4 0 4 0 16 13 49 475 16
split_gain=2276.53 642.919 598.839 198.144 139.801 166.759 123.001 259.554 382.66 124.649 93.065 92.0573 147.426 71.9627 65.9606 48.2275 36.517 25.5254 23.2983 19.3724
threshold=0.31392000000000003 0.08252000000000001 -0.24426999999999996 0.092600000000000016 -0.41992499999999994 -0.53870999999999991 0.073890000000000011 -0.11167499999999998 0.0019650000000000002 -0.076734999999999984 -1.0000000180025095e-35 -0.37626499999999991 -0.036459999999999992 0.032770000000000001 -0.098749999999999991 0.014185000000000001 -0.060719999999999989 0.036605000000000006 -0.036244999999999993 -0.10850999999999998
decision_type=2 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 -2 -6 7 8 -4 13 -3 18 -13 15 -7 -9 -12 -10 -11 -15
right_child=4 3 6 -5 5 14 -8 9 17 11 16 12 -14 19 -16 -17 -18 -19 -20 -21
leaf_value=0.010146551718520856 0.012777956931456853 0.018995661670245665 0.0089089774285507801 0.0076431849021056887 0.011494085889993214 0.0078199126553252785 0.023604730977991262 0.020950492892836594 0.017912036515616098 0.022574155592785083 0.015222794732896811 0.018482211799075429 0.012340730916020334 0.019035664220543314 0.0031348055307175212 0.018779675549830545 0.011029862710142158 0.021296575756757939 0.019817751664881623 0.01620209366275888
leaf_weight=88 74 52 71 64 76 65 95 1109 63 63 54 448 56 76 93 148 52 52 104 52
leaf_count=88 74 52 71 64 76 65 95 1109 63 63 54 448 56 76 93 148 52 52 104 52
internal_value=0 0.018751 0.019283 0.0129398 0.00850346 0.00715153 0.019627 0.0194584 0.015422 0.0198236 0.015085 0.018561 0.0177999 0.0204353 0.00506246 0.0206949 0.0131662 0.0194428 0.0208578 0.0178848
internal_weight=0 2647 2425 222 308 234 2337 2242 186 2056 158 671 504 1385 158 1257 106 115 167 128
internal_count=2955 2647 2425 222 308 234 2337 2242 186 2056 158 671 504 1385 158 1257 106 115 167 128
is_linear=0
shrinkage=0.00356736


Tree=181
num_leaves=25
num_cat=0
split_feature=4 3 39 48 3 2 0 39 4 3 12 0 52 52 3 2 42 4 4 4 0 3 52 2
split_gain=2945 970.894 581.917 267.153 229.782 210.209 243.048 173.765 85.4534 207.687 87.0715 77.5242 71.5777 68.6748 88.7155 55.9689 54.2517 53.6429 137.428 48.9365 21.9546 18.2464 6.45019 2.96991
threshold=0.31392000000000003 0.28833000000000003 0.08252000000000001 0.092600000000000016 0.31395500000000004 0.10060500000000001 -0.12259499999999998 0.088025000000000006 -0.079939999999999983 0.088880000000000015 0.089895000000000017 -0.085784999999999986 -0.087094999999999992 -0.4387299999999999 -0.08916499999999998 0.11523000000000001 0.10321000000000001 -0.47860499999999995 -0.098074999999999982 0.0049450000000000006 -0.097224999999999992 -0.095789999999999986 -0.55511499999999991 0.084045000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 12 7 8 -7 15 11 10 21 20 -4 22 -15 -2 -16 -13 -19 -12 -1 -10 -8 -22
right_child=4 -3 3 -5 -6 6 13 -9 9 -11 19 17 -14 14 16 -17 -18 18 -20 -21 23 -23 -24 -25
leaf_value=0.066208396578350134 0.052562297162712872 0.042975546673561078 0.060170361047328889 0.045546256171160746 0.037564138070012847 0.049045104183002029 0.062760054352757638 0.042324906329866942 0.059308371741066311 0.052103370976583269 0.060072009755994908 0.064858371611212023 0.053909165535241131 0.052887247150048666 0.060053678017448757 0.047388189346352749 0.055105237730935452 0.054191960352702816 0.061609449974883407 0.056858574744437236 0.06400659296910334 0.061972400369504917 0.060707760518037918 0.062723564983856936
leaf_weight=75 73 66 52 64 59 53 52 92 53 55 412 64 99 57 178 84 54 54 338 113 70 589 70 79
leaf_count=75 73 66 52 64 59 53 52 92 53 55 412 64 99 57 178 84 54 54 338 113 70 589 70 79
internal_value=0 0.0593118 0.0597296 0.0529345 0.0452207 0.060347 0.0577425 0.0470347 0.0609824 0.0602992 0.0606854 0.06221 0.0560656 0.0588639 0.0577159 0.0497943 0.0589021 0.0611873 0.0605878 0.0593804 0.0642917 0.0617525 0.0615829 0.0633266
internal_weight=0 2647 2581 215 308 2366 464 249 1902 1222 1167 680 151 411 289 157 232 456 392 525 224 642 122 149
internal_count=2955 2647 2581 215 308 2366 464 249 1902 1222 1167 680 151 411 289 157 232 456 392 525 224 642 122 149
is_linear=0
shrinkage=0.00431277


Tree=182
num_leaves=29
num_cat=0
split_feature=1 4 3 133 16 40 1 3 3 4 160 12 3 4 12 16 16 3 51 2 16 48 16 156 39 50 1 16
split_gain=295.661 221.467 105.48 74.7241 71.2805 117.481 60.6891 39.7596 37.7146 37.2116 85.0694 35.657 25.8941 24.6358 46.8212 28.5504 30.5578 20.3102 19.815 28.7207 18.7252 17.3722 16.9456 16.8818 15.2608 12.4912 10.5023 6.64718
threshold=0.095920000000000019 -0.16236499999999995 -0.049204999999999992 -0.0063799999999999994 -0.0094449999999999968 -0.0020749999999999996 0.11406500000000001 0.092005000000000017 -0.14088999999999999 -0.111135 -0.012189999999999998 -0.063029999999999989 0.31395500000000004 0.015030000000000002 -0.0066799999999999993 -0.35377499999999995 0.41580500000000004 -0.081404999999999991 -0.022999999999999996 0.087815000000000018 0.62277500000000008 0.078735000000000013 -0.10850999999999998 0.087400000000000019 0.088755000000000014 0.10861000000000003 0.11230000000000001 -0.0090799999999999995
decision_type=2 2 2 2 2 2 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 20 3 -3 6 -6 11 9 -5 10 -1 -4 24 14 -11 17 22 -15 23 25 -2 -21 -17 -16 -8 -20 -10 -25
right_child=1 2 4 8 5 -7 12 -9 26 13 -12 -13 -14 15 18 16 -18 -19 19 21 -22 -23 -24 27 -26 -27 -28 -29
leaf_value=0.0040324550351254554 0.016107785302580085 0.0038684156526434098 0.0058811357902788693 0.013867410627997089 0.0070990740257542255 -0.0028876497216235491 0.0080173344112596488 0.0079533156338304298 0.0079376868625702455 0.016716230917168892 0.011934265198236623 0.011460728100495803 0.0018961102151174676 0.0099722902128665334 0.014721012715544123 0.009998141722019448 0.01241858330699344 0.014335566355065315 0.012334656899349239 0.01100850237847906 0.012034066614877 0.0085163780354405322 0.0062732535026433674 0.013379477790020442 0.0043760532842428684 0.0099495540760510467 0.010554639476280105 0.011031182709096657
leaf_weight=57 64 58 52 62 59 67 53 89 89 53 100 74 65 52 103 55 53 63 712 397 57 92 80 53 73 64 76 83
leaf_count=57 64 58 52 62 59 67 53 89 89 53 100 74 65 52 103 55 53 63 712 397 57 92 80 53 73 64 76 83
internal_value=0 0.00772326 0.00664849 0.00909796 0.00507251 0.00178824 0.00637776 0.0113312 0.0104339 0.0114802 0.00906581 0.00915848 0.00454308 0.011684 0.0119462 0.0103362 0.00909603 0.0123631 0.0117781 0.0115202 0.0141892 0.0105397 0.00779121 0.0131426 0.00590814 0.012138 0.00914341 0.0119467
internal_weight=0 849 728 285 443 126 317 2106 227 2017 157 126 191 1860 1557 303 188 115 1504 1265 121 489 135 239 126 776 165 136
internal_count=2955 849 728 285 443 126 317 2106 227 2017 157 126 191 1860 1557 303 188 115 1504 1265 121 489 135 239 126 776 165 136
is_linear=0
shrinkage=0.00516098


Tree=183
num_leaves=22
num_cat=0
split_feature=1 1 3 10 3 39 14 3 3 15 133 3 3 11 15 124 50 3 49 133 3
split_gain=3110.2 626.192 336.811 320.528 268.627 269.452 224.417 120.506 101.835 96.7131 90.2093 81.5345 241.634 61.3598 48.8895 47.993 46.3186 33.2068 32.9268 20.5357 8.29581
threshold=0.11690500000000002 0.092845000000000025 -0.046079999999999989 -1.0000000180025095e-35 0.28833000000000003 0.087735000000000021 0.064610000000000015 0.085880000000000012 -0.12077499999999998 -0.11949999999999998 -1.0000000180025095e-35 0.11745500000000002 0.0066850000000000008 0.082245000000000013 0.11308000000000001 -0.086289999999999992 0.088160000000000002 -0.077054999999999985 0.11580500000000001 0.23448500000000003 -0.068279999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 10 -2 5 9 7 8 -1 -5 -3 12 15 16 18 -4 17 -12 19 -10 -16
right_child=3 2 11 4 -6 -7 -8 -9 14 -11 13 -13 -14 -15 20 -17 -18 -19 -20 -21 -22
leaf_value=0.019007770804192959 0.0031403250153345195 0.016472726895380003 0.015699674297417841 0.01328951704485434 0.0047778414881228777 0.0085315354358961853 0.02920808262303785 0.018470551445542615 0.02374150136045353 0.020055743388873573 0.017167252589625523 0.011304502592075225 0.022447843929182029 0.024980295967472074 0.021735756326531477 0.010682169428297956 0.023376487791323744 0.021463714501774839 0.021035087647173604 0.022344641506612369 0.01957912686219547
leaf_weight=93 85 54 56 55 65 89 90 95 1342 83 58 68 66 80 62 64 69 55 85 189 52
leaf_count=93 85 54 56 55 65 89 90 95 1342 83 58 68 66 80 62 64 69 55 85 189 52
internal_value=0 0.0220636 0.0184045 0.00990057 0.0118683 0.0138984 0.0231023 0.0228158 0.0230422 0.0173594 0.0211307 0.0150127 0.0163682 0.0220906 0.023259 0.013024 0.0208202 0.0192588 0.0234358 0.0235691 0.0207524
internal_weight=0 2578 570 377 292 227 2008 1918 1823 138 316 254 186 262 1730 120 182 113 1616 1531 114
internal_count=2955 2578 570 377 292 227 2008 1918 1823 138 316 254 186 262 1730 120 182 113 1616 1531 114
is_linear=0
shrinkage=0.00395525


Tree=184
num_leaves=35
num_cat=0
split_feature=1 4 1 457 12 4 0 3 3 4 3 0 4 43 0 457 3 4 43 3 402 12 1 3 4 49 0 43 43 43 1 52 43 42
split_gain=252.624 167.702 89.0307 79.8548 50.9582 57.7565 46.1811 58.4917 44.97 44.6277 58.3134 38.6631 28.9572 28.1817 23.3417 19.2797 16.6357 14.5852 16.2998 27.0181 14.2768 12.2496 13.1187 23.0448 20.6046 11.4267 10.7997 6.58493 17.1438 5.42016 4.2586 2.68037 2.17 1.92061
threshold=0.095920000000000019 -0.17568999999999999 0.12765500000000005 0.041935000000000007 -1.0000000180025095e-35 0.078235000000000013 -0.083619999999999986 -0.12711499999999995 0.088880000000000015 0.08920500000000002 -0.010434999999999998 -0.095554999999999987 0.16173500000000005 -0.14386499999999997 -0.08176499999999999 0.085130000000000025 -0.082274999999999987 -0.083274999999999988 0.086765000000000023 -0.08916499999999998 0.085875000000000021 0.094435000000000005 0.086115000000000011 -0.081804999999999975 -0.089119999999999991 0.084735000000000019 0.10923000000000001 -0.064179999999999987 0.012835000000000001 -0.097074999999999981 0.11039500000000001 0.078330000000000025 -0.010424999999999999 0.10810000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 26 3 4 5 -3 8 -8 13 -4 -11 -12 14 -1 -6 17 -14 32 19 -19 21 22 24 -24 -9 -26 -2 29 -29 -23 -16 -22 -15 -30
right_child=1 2 9 -5 12 -7 7 20 -10 10 11 -13 16 15 30 -17 -18 18 -20 -21 31 27 23 -25 25 -27 -28 28 33 -31 -32 -33 -34 -35
leaf_value=0.016179109676455278 0.016312830619442303 0.0014630915662467636 -0.00077307041955400899 0.0032681498751927353 0.014697040162179108 0.010055367435119124 0.0056821211538134126 0.015311550833037911 0.0074566841211764993 0.0097723344106000389 0.0061746541308668433 -0.00072536212737417556 0.010331861348535717 0.014637774197505518 0.0094781550235720144 0.015709490415695145 0.0057172867246278354 0.0077745571101117839 0.014076481269868039 0.011940374094261205 0.012164202363700402 0.0095596406602036551 0.012329823326557788 0.0080574593648637446 0.010895499187076448 0.01374260553875466 0.012729715937916055 0.0065092986394133089 0.011155760401122329 0.011985171408035775 0.011613743014857431 0.013910100178034582 0.013226669378041435 0.0096114439186767396
leaf_weight=76 52 53 56 93 65 54 73 54 58 62 55 56 54 72 74 59 53 59 101 551 66 58 80 94 268 59 65 57 61 70 57 57 81 52
leaf_count=76 52 53 56 93 65 54 73 54 58 62 55 56 54 72 74 59 53 59 101 551 66 58 80 94 268 59 65 57 61 70 57 57 81 52
internal_value=0 0.00782323 0.00678429 0.00816008 0.00926956 0.00579996 0.011601 0.0107316 0.0124638 0.00376208 0.00523047 0.002693 0.0104946 0.0127545 0.0118306 0.0124724 0.00804672 0.0122513 0.0118983 0.0115376 0.0111092 0.0108402 0.0113544 0.0100221 0.0119626 0.0114094 0.0143227 0.00988254 0.00912618 0.0108866 0.0104079 0.0129738 0.0138911 0.0104457
internal_weight=0 849 732 503 410 107 2106 1049 1057 229 173 111 303 999 196 923 107 864 711 610 976 853 555 174 381 327 117 298 170 128 131 123 153 113
internal_count=2955 849 732 503 410 107 2106 1049 1057 229 173 111 303 999 196 923 107 864 711 610 976 853 555 174 381 327 117 298 170 128 131 123 153 113
is_linear=0
shrinkage=0.00584617


Tree=185
num_leaves=29
num_cat=0
split_feature=1 3 4 2 2 2 2 2 4 15 14 3 2 4 3 3 52 52 51 16 42 43 4 43 2 15 4 16
split_gain=3088.23 719.694 289.575 246.246 245.204 225.328 176.064 153.329 104.695 96.5714 92.9195 107.159 86.3204 71.903 60.3579 56.1264 55.5615 57.5952 40.0753 58.3469 30.1921 26.2073 30.4414 24.778 20.3267 17.6372 12.4213 15.2069
threshold=0.10054 -0.049204999999999992 -0.15615999999999999 0.11426500000000002 0.13554000000000002 0.095850000000000005 -0.0050599999999999994 0.10457000000000001 -0.013125 -0.40166999999999992 0.064610000000000015 -0.12077499999999998 0.13084500000000002 0.00093000000000000016 0.092005000000000017 0.096440000000000012 0.042815000000000006 -0.059794999999999994 -0.0010099999999999998 -0.067969999999999989 0.086700000000000013 0.0034500000000000004 0.020110000000000006 -0.070914999999999992 0.087865000000000013 0.10995500000000001 -0.083274999999999988 0.0060400000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 8 6 10 -4 -8 -2 -6 11 -1 13 18 20 -9 17 -15 -7 -20 21 22 -13 -10 -23 -21 -22 -28
right_child=1 2 4 -5 9 12 7 15 23 -11 -12 14 -14 16 -16 -17 -18 -19 19 25 26 24 -24 -25 -26 -27 27 -29
leaf_value=0.01866666134399176 0.023995210380296741 0.019417846989684521 0.0061352807145693715 0.011687668736747363 0.0076213342130770989 0.025351402855520344 0.018955345071450205 0.0073787985291367585 0.020105827378250944 -0.00014505743169468472 0.028605290998637008 0.025165738208731213 0.015870658803930186 0.020983373724601989 0.019656780035360141 0.012817703320642837 0.022117989419086312 0.015069226463562659 0.025452276601593857 0.019091843651418312 0.02538865159293768 0.024442679222982298 0.02191857150669942 0.016311650757344882 0.020831123242996297 0.022209294048465875 0.023569194019455075 0.021701473107163336
leaf_weight=69 97 52 93 70 55 80 57 53 59 58 74 726 55 52 54 91 86 66 55 82 52 59 55 63 52 53 420 95
leaf_count=69 97 52 93 70 55 80 57 53 59 58 74 726 55 52 54 91 86 66 55 82 52 59 55 63 52 53 420 95
internal_value=0 0.0133542 0.0100854 0.0185456 0.00889292 0.0232405 0.0109138 0.0131245 0.0207375 0.00363465 0.0240029 0.0237876 0.0208538 0.0214319 0.0240211 0.0108162 0.0195487 0.0176758 0.0228546 0.0218031 0.0241826 0.0246652 0.0249371 0.0181469 0.0227512 0.0203161 0.0234233 0.0232248
internal_weight=0 748 459 289 407 2185 294 201 219 113 1656 1582 529 474 1513 144 204 118 270 190 1459 892 781 122 111 135 567 515
internal_count=2933 748 459 289 407 2185 294 201 219 113 1656 1582 529 474 1513 144 204 118 270 190 1459 892 781 122 111 135 567 515
is_linear=0
shrinkage=0.00419945


Tree=186
num_leaves=28
num_cat=0
split_feature=4 123 0 4 0 0 11 16 14 16 4 16 0 0 0 4 16 157 16 16 16 16 50 16 16 1213 0
split_gain=4669.23 1098.12 415.135 522.694 394.432 293.949 618.943 472.236 186.516 220.018 136.653 89.8859 75.9807 71.6295 69.9184 68.9672 53.0506 40.0097 29.6656 27.4544 22.9759 22.7493 20.9504 20.7792 14.6278 8.87072 5.34225
threshold=0.31392000000000003 1.0000000180025095e-35 -0.066734999999999975 -0.42305999999999994 -0.028049999999999995 -0.10071499999999999 1.0000000180025095e-35 -0.0088649999999999996 -0.45687499999999998 -0.49353499999999995 0.0067750000000000006 -0.33811499999999994 -0.068669999999999995 -0.081224999999999978 -0.20489499999999997 -0.029404999999999997 0.31497000000000003 -0.004729999999999999 -0.061714999999999992 -0.53870999999999991 -0.034884999999999992 0.035560000000000008 0.111725 0.0097750000000000007 -0.41776999999999992 -0.075639999999999985 -0.077614999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 17 15 6 7 11 -2 19 13 -1 -3 22 -13 20 -17 -4 -12 -10 -5 25 23 -7 -11 -15 -23
right_child=8 12 3 4 -6 10 -8 -9 9 24 18 14 -14 21 -16 16 -18 -19 -20 -21 -22 26 -24 -25 -26 -27 -28
leaf_value=0.020505939600853472 0.010333565809972245 0.012352396215739749 0.024131177390719544 0.020293002077551747 0.0077001076736856683 0.022443142543156082 0.026902551047624353 0.0067383236707812292 0.0080431263806974313 0.0010493465771961297 0.019875984736497428 0.019216334027693748 0.0074093154540536875 0.022168239478420938 0.014503654437642552 0.012112881368789997 0.017089836605117242 0.020514920743952503 0.017022741166137587 0.0049501953688028434 0.017012329017107319 0.01992541260463862 0.020521117759215498 0.020331345309539648 -0.0015372209239677222 0.020668048680977699 0.018411584652330705
leaf_weight=91 62 90 63 52 85 770 74 59 67 54 81 60 66 57 108 52 53 93 100 74 53 55 92 62 53 345 62
leaf_count=91 62 90 63 52 85 770 74 59 67 54 81 60 66 57 108 52 53 93 100 74 53 55 92 62 53 345 62
internal_value=0 0.0192619 0.019831 0.0167969 0.0140582 0.0205098 0.0177906 0.0156701 0.00490694 0.00355013 0.0211661 0.0177046 0.0102613 0.0215256 0.016187 0.0166316 0.0146254 0.0219756 0.0182998 0.00642015 0.0186374 0.0204848 0.0221102 0.0222858 -0.000231501 0.0208809 0.0191235
internal_weight=0 2623 2467 451 295 2016 392 318 310 248 1624 259 156 1443 168 210 105 156 181 141 105 519 924 832 107 402 117
internal_count=2933 2623 2467 451 295 2016 392 318 310 248 1624 259 156 1443 168 210 105 156 181 141 105 519 924 832 107 402 117
is_linear=0
shrinkage=0.00349782


Tree=187
num_leaves=15
num_cat=0
split_feature=4 2 14 457 13 14 2 2 2 13 1429 40 4 2
split_gain=274.724 142.768 68.0193 56.6633 56.4468 53.1928 45.8238 45.3768 38.846 48.7411 35.1633 41.5541 32.8561 7.53184
threshold=0.31392000000000003 0.14744000000000002 -0.44847999999999993 0.11129500000000002 -0.15747499999999998 0.073890000000000011 -0.0098549999999999974 0.12681500000000004 0.095850000000000005 -0.094609999999999986 0.084845000000000018 -1.0000000180025095e-35 -0.15504999999999997 -0.018734999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -4 6 -1 13 10 -10 11 -8 -11 -6
right_child=2 -3 4 -5 7 -7 8 -9 9 12 -12 -13 -14 -15
leaf_value=0.005398530426325523 0.0078199699769039271 0.0021201313442111148 0.006363730525272295 0.0043134012886724407 0.0042318811307187421 0.012032219284566961 0.012907009802125911 -0.0019080552865948001 0.0043874867507037009 0.010150621458171815 0.0062603695991197235 0.0089558279380663221 0.0075193798810649715 0.0019801278200640184
leaf_weight=96 67 74 63 65 53 87 56 57 82 124 94 1514 431 70
leaf_count=96 67 74 63 65 53 87 56 57 82 124 94 1514 431 70
internal_value=0 0.00828534 0.00380351 0.0084643 0.0026959 0.0085729 0.00844733 0.00141189 0.0085745 0.00762857 0.00893659 0.00909679 0.00810735 0.00295079
internal_weight=0 2623 310 2549 243 2484 2397 180 2301 637 1664 1570 555 123
internal_count=2933 2623 310 2549 243 2484 2397 180 2301 637 1664 1570 555 123
is_linear=0
shrinkage=0.00450196


Tree=188
num_leaves=23
num_cat=0
split_feature=1 52 1 2 2 2 14 447 14 2 1 2 1 475 51 3 1 2 475 3 13 1
split_gain=2761.09 657.176 365.406 260.336 310.459 199.34 130.596 127.638 112.294 104.782 97.3447 96.6247 59.673 54.3839 52.7597 36.7992 32.4478 27.9584 22.6713 38.6501 20.0824 15.6639
threshold=0.10054 -0.34918499999999997 0.15099500000000002 0.10457000000000001 -1.0000000180025095e-35 0.13084500000000002 -1.0000000180025095e-35 0.084630000000000011 0.064610000000000015 -0.080104999999999996 0.11690500000000002 0.091290000000000024 0.089745000000000019 -0.087429999999999994 0.0045000000000000014 -0.020049999999999995 0.083065000000000014 0.14290000000000003 -0.0013449999999999996 -0.097199999999999995 -1.0000000180025095e-35 0.10726500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 9 7 -5 8 11 -3 20 13 18 -1 15 -15 -16 -12 -13 -20 -8 -6
right_child=1 2 -4 6 21 -7 10 -9 -10 -11 17 12 -14 14 16 -17 -18 -19 19 -21 -22 -23
leaf_value=0.013437722193135045 0.016866222557084323 0.0096897653516607504 -0.00097834572707234443 0.0095414775046483314 0.012432534364397309 0.0096384260316258238 0.0051894903793004736 0.011340044786881364 0.020484789924758891 0.0035039398414546453 0.0037825921233324827 0.017561062182789099 0.01186187041553117 0.01707457908905919 0.016321504236382633 0.019519777177837244 0.012910826228739167 0.00034331309708162988 0.012476015130469476 0.015627518057735122 0.0081131978512088785 0.014803157298458734
leaf_weight=54 97 66 60 84 53 55 53 60 81 66 63 61 58 1054 87 80 55 52 52 488 61 93
leaf_count=54 97 66 60 84 53 55 53 60 81 66 63 61 58 1054 87 80 55 52 52 488 61 93
internal_value=0 0.00843798 0.0071821 0.00801064 0.0104551 0.016164 0.00583941 0.0163325 0.0164771 0.00659713 0.00448129 0.0163139 0.0152266 0.0168527 0.0169972 0.0172471 0.0150007 0.00222776 0.0155512 0.0153241 0.00675426 0.0139428
internal_weight=0 748 651 591 278 2185 313 2130 2070 132 229 1989 659 1330 1276 1134 142 115 601 540 114 146
internal_count=2933 748 651 591 278 2185 313 2130 2070 132 229 1989 659 1330 1276 1134 142 115 601 540 114 146
is_linear=0
shrinkage=0.00347079


Tree=189
num_leaves=24
num_cat=0
split_feature=4 12 47 4 0 12 15 4 15 4 457 4 15 159 4 11 41 4 160 12 151 4 0
split_gain=240.487 82.9931 94.3323 105.476 119.704 62.0728 54.9326 40.6556 40.2439 38.3225 35.7028 30.6148 34.5944 27.8616 26.194 23.6117 37.3088 36.4717 19.4561 23.0562 15.0395 15.5362 14.8515
threshold=0.31392000000000003 0.056995000000000011 0.077735000000000012 -0.17568999999999999 -0.05226999999999999 -0.025219999999999996 -0.41725999999999991 0.51292000000000015 0.13592500000000005 0.41696500000000003 0.084740000000000024 -0.014099999999999998 -0.094389999999999988 0.10575500000000002 0.032770000000000001 1.0000000180025095e-35 0.076195000000000013 -0.10701499999999999 -0.06146999999999999 0.09091500000000001 -0.11378499999999998 -0.085594999999999991 -0.071299999999999988
decision_type=2 2 2 2 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 -4 7 -2 14 -8 11 -5 -13 -9 15 17 -17 -3 -16 -20 -19 -22 -21
right_child=6 8 5 4 -6 -7 9 13 -10 -11 -12 12 -14 -15 18 16 -18 20 19 22 21 -23 -24
leaf_value=0.01168019407841445 0.0089030220982441628 0.0052253658241191983 0.0071290694583202602 0.0039660302255338474 -0.0024972550588745258 0.014905613129367987 0.0040468560617894032 0.0063619880924269947 0.0048044380296611228 -0.0020231017286408476 0.0024957167301824798 0.0048720411303354409 0.010327810061266315 0.00089081205306759301 0.0056363566648985394 0.014102706163211584 0.0083049134755047403 0.012251890106761368 0.011664288714640009 0.0062437147518955233 0.01116207125579566 0.0094966972592925147 0.0099364171614288836
leaf_weight=76 75 53 57 65 59 66 64 57 53 60 65 53 100 54 73 91 52 73 63 84 192 1295 53
leaf_count=76 75 53 57 65 59 66 64 57 53 60 65 53 100 54 73 91 52 73 63 84 192 1295 53
internal_value=0 0.00900585 0.00710127 0.00586494 0.00457249 0.0113023 0.0039232 0.00579882 0.00950072 0.00110931 0.0060466 0.00710508 0.00843828 0.00370086 0.00962336 0.00986798 0.0119948 0.00967938 0.00804975 0.00893034 0.00983067 0.00971177 0.0076727
internal_weight=0 2623 541 418 342 123 310 186 2082 124 283 218 153 111 2029 1756 143 1613 273 200 1560 1487 137
internal_count=2933 2623 541 418 342 123 310 186 2082 124 283 218 153 111 2029 1756 143 1613 273 200 1560 1487 137
is_linear=0
shrinkage=0.0054568


Tree=190
num_leaves=25
num_cat=0
split_feature=1 52 1 2 4 2 52 3 14 3 1 2 0 15 0 4 3 3 4 3 49 3 3 1
split_gain=2848.03 549.005 316.311 229.026 225.34 183.998 157.441 98.2354 95.1148 68.7413 108.916 68.5216 66.3197 89.6097 56.3118 47.0454 37.5395 35.9656 29.414 29.393 27.0789 20.8997 14.624 12.4442
threshold=0.10378000000000001 -0.41694999999999993 0.12313000000000002 0.09036000000000001 0.24099500000000004 0.092385000000000009 0.056265000000000009 -0.062694999999999987 0.076450000000000004 -0.14186499999999996 0.08864000000000001 0.15510000000000004 -0.076734999999999984 0.037885000000000009 -0.031129999999999998 0.27998000000000006 0.084670000000000009 1.0000000180025095e-35 -0.00045499999999999995 -0.020049999999999995 0.059130000000000009 -0.08095999999999999 -0.078884999999999997 0.092900000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 5 8 11 -3 12 -7 14 15 16 -14 18 -4 19 -5 20 21 -11 -1 -20 -15
right_child=1 2 6 17 -6 9 -8 -9 -10 10 -12 -13 13 23 -16 -17 -18 -19 22 -21 -22 -23 -24 -25
leaf_value=0.020747437651300757 0.020014519525401345 0.018638029364633088 0.010111019112780664 0.0088998194159300124 0.01405530553457905 0.021669970483904566 0.011885414979481162 0.012617946001335534 0.024090971407223671 0.018870756324043995 0.013866707441458142 0.0031311174368702085 0.015450030244662271 0.021493749454165413 0.015274745212843331 0.0060454178722604704 0.017638464769103211 0.011841181034791105 0.019365644778623847 0.023017235437116774 0.021264258734231239 0.019683610856239698 0.017254809135471592 0.019156498495752926
leaf_weight=870 80 80 52 92 84 62 81 52 77 201 69 58 76 52 59 91 52 102 52 56 76 287 147 55
leaf_count=870 80 80 52 92 84 62 81 52 77 201 69 58 76 52 59 91 52 102 52 56 76 287 147 55
internal_value=0 0.0116213 0.0105168 0.0128033 0.0195347 0.0197448 0.00787354 0.0162668 0.0203976 0.0182498 0.0178986 0.00625664 0.0202012 0.0182817 0.0184186 0.00752407 0.0204788 0.0104465 0.0188082 0.0206006 0.0195276 0.0204836 0.0178066 0.0202927
internal_weight=0 688 608 326 2275 2191 282 132 1525 666 604 201 1448 183 535 143 1265 194 476 1213 277 1157 199 107
internal_count=2963 688 608 326 2275 2191 282 132 1525 666 604 201 1448 183 535 143 1265 194 476 1213 277 1157 199 107
is_linear=0
shrinkage=0.00340802


Tree=191
num_leaves=31
num_cat=0
split_feature=1 130 52 52 16 447 43 1 1 0 43 1 43 50 16 16 16 1 15 51 0 457 15 15 16 4 0 43 13 16
split_gain=258.4 78.4355 73.9767 79.0236 72.6403 56.583 42.7783 45.6026 54.2042 42.2984 47.7931 39.1989 33.0674 32.7917 40.9802 33.7373 40.0131 22.244 20.6537 30.2038 38.0931 33.6444 20.4118 16.4525 11.0043 10.9132 10.8275 8.02347 5.8728 2.6399
threshold=0.10075500000000003 -0.073954999999999979 0.056265000000000009 -0.41694999999999993 -0.5152199999999999 0.085135000000000016 -0.08237499999999999 0.13707500000000003 0.11215000000000001 -0.083564999999999987 -0.14386499999999997 0.11378500000000001 -0.012119999999999997 1.0000000180025095e-35 0.0033900000000000002 -1.0000000180025095e-35 0.067035000000000011 0.084370000000000014 -0.15300999999999995 0.080840000000000009 -0.10228499999999999 0.041025000000000006 1.0000000180025095e-35 -0.044884999999999994 -0.072904999999999984 -0.054799999999999995 -0.072374999999999981 -0.0092149999999999992 -0.059629999999999996 -0.081904999999999992
decision_type=2 2 2 2 2 2 2 2 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 11 9 -6 8 -8 10 -1 -5 -4 15 24 25 -17 23 -12 21 -21 22 -20 -18 29 26 27 -11 -27 -15
right_child=1 2 12 4 6 -7 7 -9 -10 13 18 -13 -14 14 -16 16 17 -19 19 20 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.015486863586605348 -0.00082382937083745643 0.010208049835736539 0.0071136931813353598 0.012275675114081175 0.0070356212892450807 0.0040534894003940872 -0.00068620509021183025 -0.0019553509351931406 0.0058662843866176453 0.010520627625113429 0.013556935731546885 0.0050528860143978097 0.012529330324514174 0.011674173759662822 0.015264450459470108 0.003988313658493111 0.0089205308054537795 0.011620712146011191 0.0094323090087528438 0.0037952458492434686 0.010428828083436511 0.014199264794656372 0.01141706722792514 0.0052674249876293096 0.0075437744832017881 0.0094327768422533976 0.012182051499208811 0.0084525441231545727 0.0066045230880534805 0.009934344462169311
leaf_weight=75 56 100 74 53 74 56 70 76 122 159 76 53 86 55 63 96 110 61 403 53 72 89 335 72 57 52 77 114 52 72
leaf_count=75 56 100 74 53 74 56 70 76 122 159 76 53 86 55 63 96 110 61 403 53 72 89 335 72 57 52 77 114 52 72
internal_value=0 0.00593834 0.00647329 0.00543618 0.00437089 0.00994606 0.00303982 0.00193626 0.00347703 0.0101 0.0109102 0.00866488 0.010025 0.00924072 0.0111304 0.00865207 0.00723435 0.00851647 0.0105762 0.0103382 0.0076167 0.0107495 0.0103333 0.00747569 0.00971453 0.00971053 0.0102129 0.00965726 0.00801926 0.0106883
internal_weight=0 764 708 548 448 2199 342 268 192 2143 1103 106 160 1040 247 793 339 243 1028 952 125 827 738 182 184 454 350 273 104 127
internal_count=2963 764 708 548 448 2199 342 268 192 2143 1103 106 160 1040 247 793 339 243 1028 952 125 827 738 182 184 454 350 273 104 127
is_linear=0
shrinkage=0.00593633


Tree=192
num_leaves=25
num_cat=0
split_feature=1 1 12 123 47 14 4 1 4 1 0 4 0 4 16 4 16 1 16 16 39 16 4 4
split_gain=2886.27 560.325 281.601 239.366 149.339 146.579 109.976 101.049 87.3281 77.816 76.2324 75.6188 70.8311 68.9154 103.48 111.95 42.8009 31.1737 29.7873 51.0697 27.05 18.4351 12.0275 10.2191
threshold=0.10378000000000001 0.12313000000000002 0.087255000000000013 1.0000000180025095e-35 0.085585000000000008 0.073890000000000011 0.046185000000000004 0.15099500000000002 0.032770000000000001 0.083670000000000008 -0.077614999999999976 0.010535000000000001 -0.11073999999999999 -0.4950449999999999 -0.052894999999999991 -0.098074999999999982 -0.38959499999999997 0.11319000000000001 0.014185000000000001 -1.0000000180025095e-35 0.089285000000000017 -0.074029999999999999 0.082475000000000007 -0.037689999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 5 7 6 10 20 -2 16 12 -4 -1 -12 21 -16 -8 -10 19 -14 -3 -15 -18 -20
right_child=1 4 11 -5 -6 -7 9 -9 17 -11 13 -13 18 14 15 -17 22 -19 23 -21 -22 -23 -24 -25
leaf_value=0.015331778210956909 0.0076753764477401889 0.0076137163389709325 0.017411568444717692 0.012194252598674864 0.010424715263316474 0.021662231037373223 0.018193744849865415 0.0013487987811574458 0.013633611314026862 0.01205945279273804 0.019215389452602687 0.013231696223435417 0.018307264921431372 0.018696534260774222 0.010480335077865012 0.015863924527900447 0.016001249227932453 0.010246294959063625 0.015887331250048743 0.02100186739137181 0.0049873181906410127 0.016741371066639019 0.014050416752852131 0.017709470633427506
leaf_weight=88 101 88 90 89 74 88 84 55 52 54 91 90 998 110 52 176 91 62 60 79 76 93 52 70
leaf_count=88 101 88 90 89 74 88 84 55 52 54 91 90 998 110 52 176 91 62 60 79 76 93 52 70
internal_value=0 0.0098434 0.012348 0.0173756 0.00646676 0.0175865 0.0174155 0.00512921 0.00985814 0.0155385 0.0177058 0.0153218 0.0181251 0.0166654 0.0161269 0.0146362 0.016366 0.0117917 0.0183288 0.018505 0.00639681 0.017801 0.0152921 0.0168687
internal_weight=0 688 395 2275 293 2186 2098 219 215 281 1817 180 1295 522 431 228 227 114 1207 1077 164 203 143 130
internal_count=2963 688 395 2275 293 2186 2098 219 215 281 1817 180 1295 522 431 228 227 114 1207 1077 164 203 143 130
is_linear=0
shrinkage=0.00322228


Tree=193
num_leaves=21
num_cat=0
split_feature=1 3 0 0 0 10 159 447 16 0 0 16 3 49 16 3 15 16 0 3
split_gain=228.454 94.1213 84.3629 58.9528 121.399 72.5757 57.8879 42.1369 38.1995 44.2202 36.5271 56.5513 36.5723 30.6026 22.9172 21.8098 21.4686 19.5732 17.8027 14.7467
threshold=0.10075500000000003 -0.23394499999999999 -0.00077999999999999999 -0.13619499999999998 -0.10462499999999998 -0.00189 0.018290000000000004 0.085135000000000016 -0.059289999999999995 -0.18713499999999997 -0.14259999999999998 -0.034884999999999992 0.096440000000000012 0.11707000000000002 -0.15693499999999996 -0.036264999999999992 -0.087484999999999993 -0.006494999999999999 0.040570000000000002 -0.08095999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 8 -5 -6 16 10 9 -3 11 14 13 15 -1 18 -7 -17 19 -12
right_child=1 2 -4 4 5 6 -8 -9 -10 -11 12 -13 -14 -15 -16 17 -18 -19 -20 -21
leaf_value=0.010814883032314102 0.010286264473621597 0.0067589365416236202 -0.00051012417663087826 0.01306808483441224 -0.00030568446029523278 0.0051842201099390871 0.0014117609689311495 0.0036751295122229443 -0.0010201719403017864 0.0011580230574106036 0.0085872976482520968 0.014460196583863124 0.003821220278344974 0.0052105950639270869 0.0061194404860336216 0.0081144179210743562 0.0085052870089731003 0.011951041475452362 0.0052230155888237139 0.0075587019679484828
leaf_weight=52 76 77 88 57 59 85 58 56 55 74 1042 62 54 91 60 65 135 79 55 583
leaf_count=52 76 77 88 57 59 85 58 56 55 74 1042 62 54 91 60 65 135 79 55 583
internal_value=0 0.00482284 0.00421925 0.00491298 0.00608556 0.00490438 0.00601031 0.00810662 0.00267001 0.00401448 0.0082224 0.0104953 0.00802152 0.00813993 0.00829996 0.00828604 0.0072224 0.0102196 0.00812028 0.0082183
internal_weight=0 764 688 600 394 337 278 2199 206 151 2143 174 1969 1915 112 1824 220 144 1680 1625
internal_count=2963 764 688 600 394 337 278 2199 206 151 2143 174 1969 1915 112 1824 220 144 1680 1625
is_linear=0
shrinkage=0.00517297


Tree=194
num_leaves=21
num_cat=0
split_feature=4 3 39 43 11 4 15 0 0 3 16 3 160 0 15 0 43 158 15 4
split_gain=3677.32 1420.11 762.874 290.522 194.323 179.612 151.415 150.364 148.977 142.932 117.344 108.485 119.939 105.17 102.944 61.6537 52.3887 36.489 32.0855 22.9762
threshold=0.31392000000000003 0.28833000000000003 0.055555000000000007 -0.031974999999999996 1.0000000180025095e-35 0.018150000000000003 0.025430000000000005 -0.10934999999999999 -0.024974999999999997 -0.12711499999999995 -0.041434999999999993 -0.082634999999999986 -0.077034999999999978 -0.17127999999999996 -0.065419999999999992 -0.081414999999999987 -0.084984999999999991 0.019155000000000002 -0.42075999999999997 0.067120000000000013
decision_type=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 7 -6 -1 16 -9 17 -2 -13 -14 -12 -11 -4 19 -15 -7
right_child=11 -3 3 -5 6 10 -8 9 -10 15 14 12 13 18 -16 -17 -18 -19 -20 -21
leaf_value=0.016967719363607775 0.011767981919918935 0.0065866133500086018 0.016677819748128722 0.02068525564182969 0.021080577984413887 0.020362488475849327 0.026655031148123367 0.016041367402187263 0.0085151600323474259 0.021393759015470425 0.018347736944014578 0.011186753854531854 0.0097965547155747582 0.006412269169994482 0.012944199547383073 0.02024628741054213 0.012623182249801905 0.021311026329360359 0.0032139455338805988 0.017978438413755155
leaf_weight=98 84 72 54 52 103 52 73 55 52 941 69 67 56 55 56 730 58 68 55 113
leaf_count=98 84 72 54 52 103 52 73 55 52 941 69 67 56 55 56 730 58 68 55 113
internal_value=0 0.0195502 0.0199128 0.0145892 0.0204005 0.0201591 0.0233929 0.0205354 0.0126561 0.0207379 0.0182418 0.00888391 0.00784402 0.00649465 0.0159272 0.0208925 0.0145784 0.0194834 0.00481339 0.01873
internal_weight=0 2646 2574 216 2358 2182 176 1824 164 1726 358 317 233 166 125 1671 112 233 110 165
internal_count=2963 2646 2574 216 2358 2182 176 1824 164 1726 358 317 233 166 125 1671 112 233 110 165
is_linear=0
shrinkage=0.00295937


Tree=195
num_leaves=15
num_cat=0
split_feature=4 3 15 123 1186 2 2 3 40 4 160 4 43 15
split_gain=267.214 105.866 89.1823 59.3556 54.2484 48.1094 44.6496 37.1315 33.3616 27.6299 27.3776 20.0802 9.07986 5.81867
threshold=0.31392000000000003 0.28833000000000003 -0.43091499999999999 1.0000000180025095e-35 0.084100000000000022 -0.023999999999999997 0.14415000000000003 0.11878500000000002 -0.0020749999999999996 0.51326500000000019 1.0000000180025095e-35 -0.0062699999999999987 -1.0000000180025095e-35 -0.54528999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 -1 8 12 -7 -2 -10 -5 -4 -11
right_child=2 -3 7 11 -6 6 -8 -9 10 13 -12 -13 -14 -15
leaf_value=0.012772617631136315 0.0082642597914171535 7.2797099424840744e-05 -0.00010014293639313637 0.0061926519213824673 0.0033692037764859613 0.011802513336561451 0.0030607555901215914 -0.0038701218696742677 0.0075187025829439357 0.004829076546963477 0.009073070364388116 0.0023264210231596608 0.0028812014607656022 0.0024047705099352447
leaf_weight=53 52 52 54 75 74 57 53 53 1823 55 367 70 56 52
leaf_count=53 52 52 54 75 74 57 53 53 1823 55 367 70 56 52
internal_value=0 0.00740441 0.00239524 0.00755262 0.00774533 0.00788293 0.00777024 -0.000301699 0.00788129 0.00516038 0.00777921 0.00432658 0.00141713 0.00365143
internal_weight=0 2624 322 2572 2427 2353 2300 163 2247 159 2190 145 110 107
internal_count=2946 2624 322 2572 2427 2353 2300 163 2247 159 2190 145 110 107
is_linear=0
shrinkage=0.00518927


Tree=196
num_leaves=16
num_cat=0
split_feature=15 3 39 14 16 42 14 16 15 130 3 39 42 15 52
split_gain=2127.91 1143.66 687.716 235.973 262.333 202.051 178.351 197.688 105.53 199.45 80.8032 78.4258 125.92 61.0873 54.1301
threshold=-0.26361999999999991 0.28833000000000003 0.055555000000000007 0.073890000000000011 -0.52541999999999989 -1.0000000180025095e-35 -0.41992499999999994 -0.49353499999999995 0.025430000000000005 -0.012494999999999997 -0.10337499999999998 0.093785000000000021 0.073240000000000013 0.13592500000000005 -0.011499999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -4 -1 -8 9 -6 -11 12 -7 14 -10
right_child=1 -3 5 -5 8 11 7 -9 13 10 -12 -13 -14 -15 -16
leaf_value=0.0088893768144311259 0.0094612195404717974 0.00075903674224920322 0.01565418711802587 0.022121201824979633 0.0087456982078777546 0.0056936666104050009 0.0070070919363814611 -0.0010629033673753539 0.020527656087108787 0.013524229085495606 0.016287294450671612 0.0046773228038985044 0.013444158498829122 0.01392046523593771 0.017181109841062039
leaf_weight=71 74 67 57 87 52 52 64 100 67 157 1030 63 56 69 880
leaf_count=71 74 67 57 87 52 52 64 100 67 157 1030 63 56 69 880
internal_value=0 0.0153896 0.0157603 0.0163221 0.0161055 0.0098071 0.00414174 0.00208613 0.0163235 0.0156207 0.0159219 0.00785785 0.0097128 0.0171804 0.0174179
internal_weight=0 2711 2644 2416 2329 228 235 164 2255 1239 1187 171 108 1016 947
internal_count=2946 2711 2644 2416 2329 228 235 164 2255 1239 1187 171 108 1016 947
is_linear=0
shrinkage=0.00358563


Tree=197
num_leaves=30
num_cat=0
split_feature=12 2 2 2 12 0 2 52 52 52 2 49 14 0 42 1456 15 0 12 0 52 2 15 0 42 402 0 52 0
split_gain=2714.11 967.604 794.157 809.776 295.539 243.325 235.435 167.27 166.022 309.568 162.444 118.297 98.2028 84.6535 50.6636 56.7771 47.0809 36.8771 41.3066 35.9653 27.4071 23.5076 20.7655 21.1559 17.5151 14.8755 14.7255 6.81901 4.62222
threshold=0.056995000000000011 0.13447000000000003 0.10773000000000001 -1.0000000180025095e-35 0.093985000000000013 -0.068669999999999995 0.14132000000000003 0.042815000000000006 -0.091869999999999993 0.023800000000000005 0.092250000000000013 -0.0090849999999999976 0.073890000000000011 -0.11825999999999999 0.085345000000000018 0.078920000000000018 -0.013439999999999999 -0.08155999999999998 0.10621000000000001 -0.069919999999999996 0.10024500000000001 0.088185000000000013 -0.052239999999999988 -0.13955999999999996 0.098705000000000001 0.086385000000000003 -0.069919999999999996 -0.082174999999999984 -0.066934999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 12 -1 7 22 -5 10 -10 -6 13 -2 15 21 17 -13 28 25 24 -15 23 -4 27 -16 -22 -18 -19
right_child=1 -3 6 8 11 -7 -8 -9 9 -11 -12 16 -14 14 19 -17 20 18 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.013162995599521308 0.015909607557514843 0.0085000897218988555 0.0085196193918904376 0.020698876464913907 0.013123205388665781 0.0058378958450706082 0.0050025346948517043 0.014791508081997905 0.016365652324575781 0.020717921147695127 0.010071179523149084 0.018289109990045439 0.023622334281465374 0.020330647433626142 0.019143849278670765 0.022735234243802867 0.018745998034882552 0.016602341597707043 0.014347379036128946 0.016852022737014187 0.018237092533609677 0.018990676871692608 0.0073953855732372745 0.011026377711433883 0.017746353818406252 0.020503632644444564 0.016133157058793236 0.020010506137398371 0.017816491676630877
leaf_weight=73 52 79 66 93 52 84 101 56 76 78 66 99 54 447 475 73 58 57 73 55 65 152 52 52 64 82 52 106 54
leaf_count=73 52 79 66 93 52 84 101 56 76 78 66 99 54 447 475 73 58 57 73 55 65 152 52 52 64 82 52 106 54
internal_value=0 0.0185797 0.0122395 0.0146828 0.0189644 0.00924403 0.00872762 0.0103922 0.0174108 0.0160207 0.0134403 0.0173788 0.01974 0.0195831 0.0197319 0.0202889 0.0177311 0.0168428 0.0160644 0.0191202 0.0184597 0.0199907 0.00894288 0.00962456 0.0190536 0.0193441 0.0173023 0.0195635 0.0171933
internal_weight=0 2149 797 470 2070 157 327 226 313 220 142 680 1390 1336 1284 672 628 283 184 612 345 599 170 118 228 557 117 164 111
internal_count=2946 2149 797 470 2070 157 327 226 313 220 142 680 1390 1336 1284 672 628 283 184 612 345 599 170 118 228 557 117 164 111
is_linear=0
shrinkage=0.00293435


Tree=198
num_leaves=30
num_cat=0
split_feature=1 3 2 2 2 2 1 12 12 2 14 12 1 3 51 12 12 3 1 2 13 42 133 12 3 1 43 16 131
split_gain=3600.71 784.343 396.085 325.218 298.853 231.276 189.154 196.05 170.305 157.902 135.052 118.514 114.453 56.3505 48.8207 44.7483 37.3684 34.1416 31.7125 29.8964 21.5721 20.3049 17.8882 11.4067 9.95183 8.18203 6.54468 6.24196 4.1053
threshold=0.10398500000000001 -0.055389999999999988 0.095850000000000005 0.11426500000000002 0.14132000000000003 -1.0000000180025095e-35 0.089745000000000019 0.087035000000000015 0.056995000000000011 0.10605000000000002 0.064610000000000015 0.11878500000000002 0.088470000000000007 0.040040000000000006 -0.089214999999999989 0.095175000000000023 0.092355000000000007 -0.10175499999999998 0.11392000000000001 0.11771500000000001 -0.00045499999999999995 -0.011964999999999998 0.08955500000000001 0.093910000000000007 -0.077344999999999983 0.14516000000000004 -0.043814999999999993 -0.052039999999999996 0.089115000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 18 5 -3 10 -8 12 -7 14 15 -4 -11 -1 22 17 -16 -2 -15 -19 -18 -10 28 -17 -6 -25 -26 -9
right_child=1 4 8 -5 25 9 7 23 11 13 -12 -13 -14 19 16 24 21 20 -20 -21 -22 -23 -24 26 27 -27 -28 -29 -30
leaf_value=0.015285778506991097 0.016485178159328557 0.002509041740831156 0.013836558704457881 0.0066567058990047038 0.0012125719144628051 0.013290303348580551 0.010560907042538837 0.017748812076969534 0.018416322278089928 0.0044838426766099834 0.021927228591829526 0.010955440265139341 0.0082135503250893478 0.0066383901536527538 0.020476078332032847 0.015821486152270605 0.017282607878894664 0.017972158623328953 0.013650198755657896 0.010138960088737712 0.01644478750720077 0.015050933093373745 0.015981068657388034 0.016609037185542377 0.015200941945479855 -0.00062553032396629065 0.015042403995413385 0.013754451594267964 0.016523176309400662
leaf_weight=98 79 99 82 72 52 56 81 64 78 63 79 61 74 52 54 94 101 857 92 53 113 78 56 52 60 52 66 71 57
leaf_count=98 79 99 82 72 52 56 81 64 78 63 79 61 74 52 54 94 101 857 92 53 113 78 56 52 60 52 66 71 57
internal_value=0 0.00779985 0.0164429 0.0125 0.00512497 0.00668061 0.0172388 0.0149681 0.0140941 0.00852413 0.0177653 0.0151803 0.0111695 0.0069352 0.0175125 0.015898 0.0176939 0.0179357 0.0149601 0.00840568 0.0177943 0.0163103 0.0173989 0.0164616 0.0150041 0.000293184 0.0157331 0.0144172 0.0171717
internal_weight=0 670 2276 243 427 323 1700 320 576 224 1380 420 156 168 1301 359 1203 1024 171 105 970 179 134 239 225 104 118 131 121
internal_count=2946 670 2276 243 427 323 1700 320 576 224 1380 420 156 168 1301 359 1203 1024 171 105 970 179 134 239 225 104 118 131 121
is_linear=0
shrinkage=0.003277


Tree=199
num_leaves=21
num_cat=0
split_feature=4 1 3 159 1 14 123 13 13 4 4 3 15 1 123 40 4 1 4 16
split_gain=2002.56 553.545 225.042 149.508 136.337 135.864 106.335 67.4096 80.0805 66.1118 80.7938 74.4539 57.9054 74.4112 52.5029 32.7789 29.3592 28.0608 28.3998 15.6915
threshold=0.27998000000000006 0.10404000000000001 -0.039864999999999991 0.083310000000000009 0.14860500000000001 0.064610000000000015 1.0000000180025095e-35 0.032645000000000007 0.065520000000000009 -0.4950449999999999 -0.14088999999999999 0.086845000000000019 -0.43091499999999999 0.12000500000000001 0.081180000000000016 -1.0000000180025095e-35 -0.011869999999999999 0.12156000000000002 -0.039279999999999995 0.16094000000000003
decision_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 17 14 12 6 7 9 -9 -1 -11 -12 15 -14 -4 -2 19 18 -3 -10
right_child=4 2 3 -5 -6 -7 -8 8 16 10 11 -13 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.017958136566072602 0.00424725402833549 0.015249713537001473 0.010287220306414813 0.0012538672797511728 -0.0018073586241969023 0.018587692618051641 0.0095496528709056502 0.0086090267748477247 0.013405131949581373 0.0097383522447647766 0.014493621450730508 0.010572184914456108 0.0056478961463251693 0.00029383279785464645 0.0056632833744990011 0.0080145920980463446 0.010999114191516323 0.0099636755709452268 0.011671033514271746 0.015801718085441788
leaf_weight=66 53 53 86 54 52 88 74 60 128 54 1604 69 74 68 55 78 54 52 71 53
leaf_count=66 53 53 86 54 52 88 74 60 128 54 1604 69 74 68 55 78 54 52 71 53
internal_value=0 0.0133972 0.00921584 0.00648189 0.00367466 0.0140866 0.0139034 0.0140577 0.0124202 0.0143271 0.0141883 0.0143319 0.004719 0.00308426 0.00848384 0.0064907 0.0133931 0.0122447 0.0132009 0.0141071
internal_weight=0 2621 371 195 325 2250 2162 2088 295 1793 1727 1673 273 142 141 131 235 176 124 181
internal_count=2946 2621 371 195 325 2250 2162 2088 295 1793 1727 1673 273 142 141 131 235 176 124 181
is_linear=0
shrinkage=0.00369435


Tree=200
num_leaves=19
num_cat=0
split_feature=4 2 123 3 14 14 2 2 2 16 4 0 4 3 2 4 51 0
split_gain=4459.33 1237.18 589.641 377.755 245.514 170.972 178.372 158.086 132.448 121.359 114.065 98.8745 217.949 79.792 59.3015 51.0977 27.8689 17.8464
threshold=0.27998000000000006 0.13388500000000003 1.0000000180025095e-35 0.11391500000000002 0.073890000000000011 -0.45687499999999998 0.12933000000000003 0.15305000000000002 0.097005000000000022 -0.45743999999999996 -0.22295999999999996 -0.075134999999999993 -0.17568999999999999 -0.092109999999999984 0.088005000000000014 0.032770000000000001 -1.0000000180025095e-35 -0.18240499999999996
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 8 -2 9 -3 11 17 16 15 -13 -12 -4 -1 -10 -7
right_child=5 7 14 -5 -6 6 -8 -9 10 -11 13 12 -14 -15 -16 -17 -18 -19
leaf_value=0.017617641141977895 0.0084102654320751067 0.0093377100332591462 0.0071451784477786582 0.009396728162765931 0.022103276830752899 0.0075354995923982713 -0.00071494018973503222 0.0020966119639558621 0.019538091288908089 0.00057539229084747391 0.010901058128531897 0.02114568828023998 0.014232667744080149 0.015009450325645027 0.011541112952499495 0.015553537332532681 0.01639187334496086 0.0052076770092541547
leaf_weight=1328 66 64 52 67 85 56 92 54 57 52 54 54 247 309 70 128 53 75
leaf_count=1328 66 64 52 67 85 56 92 54 57 52 54 54 247 309 70 128 53 75
internal_value=0 0.0158858 0.0163505 0.0166927 0.0169039 0.00390573 0.00282452 0.00602427 0.0167057 0.0046041 0.0152413 0.0170999 0.015473 0.0143984 0.00966771 0.0174362 0.0180225 0.00620303
internal_weight=0 2622 2504 2382 2315 341 275 118 2230 183 473 1757 301 363 122 1456 110 131
internal_count=2963 2622 2504 2382 2315 341 275 118 2230 183 473 1757 301 363 122 1456 110 131
is_linear=0
shrinkage=0.00311635


Tree=201
num_leaves=26
num_cat=0
split_feature=1 1 3 4 2 2 11 2 49 0 3 2 16 4 2 49 16 1 1 0 4 16 2 15 4
split_gain=2933.7 569.684 339.515 282.595 201.254 178.747 173.517 117.113 68.4689 90.4608 85.8962 64.6367 61.8543 53.1176 77.1564 50.7146 60.3749 46.5525 36.6738 32.7823 28.5399 41.332 38.2508 20.4154 16.7556
threshold=0.10378000000000001 0.13612500000000002 -0.053364999999999996 0.27020000000000005 0.10523 0.097005000000000022 0.074925000000000005 0.16993500000000003 -0.070034999999999986 -0.081484999999999988 0.085880000000000012 -0.0098549999999999974 -0.33811499999999994 -0.013125 0.11366500000000002 0.011845000000000001 -0.10750499999999999 0.11539500000000001 0.082135000000000014 -0.068419999999999995 -0.17006499999999999 0.014185000000000001 0.089545000000000013 -1.0000000180025095e-35 0.054720000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 17 6 11 12 -4 10 -10 -1 -3 14 18 16 -15 -2 19 -7 -13 22 -22 -23 -17
right_child=1 7 8 -5 -6 13 -8 -9 9 -11 -12 20 -14 15 -16 24 -18 -19 -20 -21 21 23 -24 -25 -26
leaf_value=0.017490104575525574 0.023500122339868191 0.0055741084776124465 0.015398624148991224 0.012221160218381483 0.013272254085651027 0.022545333873525097 0.02765595730643744 0.0013902038740626623 0.0050773436502050111 0.013868797966399648 0.011074459036055225 0.024809361269958162 0.011017688560033663 0.019010987870330974 0.017186156177927715 0.021517889152877993 0.013316899314883638 0.018796679854426568 0.024198764731093586 0.018332654255861648 0.022432503265661017 0.021073224143813758 0.020847629941969342 0.018308590776126069 0.018574977268182809
leaf_weight=52 60 67 53 52 88 62 82 56 61 79 93 52 62 58 72 52 57 71 71 53 1057 114 303 65 71
leaf_count=52 60 67 53 52 88 62 82 56 61 79 93 52 62 58 72 52 57 71 71 53 1057 114 303 65 71
internal_value=0 0.0120271 0.0141865 0.0212707 0.0178658 0.0214826 0.02208 0.00613242 0.011369 0.0104522 0.00869925 0.0218017 0.00819073 0.0194046 0.0206399 0.0180655 0.0161891 0.0209512 0.0219765 0.0206042 0.0219426 0.0218457 0.0220794 0.0200695 0.0198195
internal_weight=0 690 505 2273 219 2221 1725 185 286 233 154 1643 129 496 258 238 115 131 186 115 1591 1539 1360 179 123
internal_count=2963 690 505 2273 219 2221 1725 185 286 233 154 1643 129 496 258 238 115 131 186 115 1591 1539 1360 179 123
is_linear=0
shrinkage=0.00392628


Tree=202
num_leaves=21
num_cat=0
split_feature=4 3 39 48 4 16 15 3 39 11 0 0 4 133 15 12 0 4 4 15
split_gain=4156.84 1376.95 897.038 255.156 186.89 132.249 159.361 125.966 195.143 118.909 110.995 110.064 337.717 108.263 105.154 96.4949 65.6862 40.753 15.4236 21.419
threshold=0.27998000000000006 0.28833000000000003 0.055555000000000007 0.091125000000000025 0.024470000000000002 -0.40430999999999989 -0.044884999999999994 0.25089000000000006 0.088025000000000006 1.0000000180025095e-35 -0.10934999999999999 1.0000000180025095e-35 -0.47860499999999995 0.085895000000000013 0.025430000000000005 0.089765000000000025 -0.10071499999999999 0.24099500000000004 0.080255000000000007 -0.075094999999999981
decision_type=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 9 17 18 8 16 10 -1 15 -13 -4 -11 -12 -2 -6 19 -7
right_child=7 -3 3 -5 5 6 -8 -9 -10 14 11 12 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.015028017904132857 0.010384871841658368 0.0021989927697255614 0.016017638527558612 0.0063414718968032068 0.020484550966009322 0.017659038262665093 0.0099377774918499133 0.0018823379419710988 0.0032134854337158738 0.019051059481215549 0.019236016666901962 0.020861293568515127 0.0097520034319960452 0.010352968479149098 0.02446390413874629 0.017733802667322926 0.0066114269500078867 0.016855864135841454 0.014569243707679549 0.015262350816625754
leaf_weight=99 93 57 79 67 60 76 52 65 100 90 928 52 52 54 55 724 83 58 52 67
leaf_count=99 93 57 79 67 60 76 52 65 100 90 928 52 52 54 55 724 83 58 52 67
internal_value=0 0.0171819 0.0175149 0.011247 0.0180449 0.0160162 0.0147333 0.00574293 0.00665201 0.0184151 0.0182049 0.018384 0.015307 0.0137179 0.0211044 0.0185777 0.00860554 0.0187012 0.016012 0.0165363
internal_weight=0 2622 2565 200 2365 365 247 341 276 2000 1855 1756 104 133 145 1652 176 118 195 143
internal_count=2963 2622 2565 200 2365 365 247 341 276 2000 1855 1756 104 133 145 1652 176 118 195 143
is_linear=0
shrinkage=0.00308197


Tree=203
num_leaves=22
num_cat=0
split_feature=4 3 40 2 11 52 16 3 49 51 4 3 3 16 4 4 52 15 15 3 52
split_gain=3355.56 1035.88 729.057 295.273 209.192 164.962 281.919 157.149 134.31 133.014 73.0468 69.1425 175.701 65.761 61.706 119.239 38.4644 28.3125 18.6521 15.2683 11.109
threshold=0.27998000000000006 0.28833000000000003 -0.034699999999999988 0.10060500000000001 1.0000000180025095e-35 -0.41694999999999993 -0.014854999999999998 -0.11749 -0.0086549999999999978 -0.06533499999999999 0.020110000000000006 0.25089000000000006 0.076825000000000018 -0.33811499999999994 -0.47860499999999995 -0.10429499999999998 0.086435000000000026 -0.46483499999999994 -0.065984999999999988 -0.11372999999999998 0.14032500000000003
decision_type=2 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 10 19 16 -2 -1 -8 14 12 17 -12 -4 -16 -7 -9 -15 -5 -18
right_child=7 -3 3 5 -6 6 9 11 -10 -11 13 -13 -14 18 15 -17 20 -19 -20 -21 -22
leaf_value=0.010836261386841706 0.012843674631107027 0.0060250070034511697 0.024241790449885857 0.022275555172546313 0.025560248369687601 0.017537767685434594 0.016924660427947269 0.0079196254377155665 0.0163875895680437 0.010434347883755154 0.021539093966068928 0.0047977890265236221 0.012779412210066711 0.018495213844275007 0.016172775855149753 0.020894420683179003 0.021514122201977185 0.0049276218256876355 0.016096777022366431 0.020046288877120733 0.019474234318987239
leaf_weight=90 78 57 53 57 92 79 56 65 89 77 64 65 68 94 57 1522 54 65 52 72 57
leaf_count=90 78 57 53 57 92 79 56 65 89 77 64 65 68 94 57 1522 54 65 52 72 57
internal_value=0 0.019532 0.0198321 0.0202999 0.0208448 0.0179685 0.016745 0.00885006 0.0135966 0.0131674 0.0206092 0.00766551 0.00860677 0.0188293 0.0208383 0.020724 0.0192492 0.00642389 0.0176412 0.0210316 0.0204669
internal_weight=0 2622 2565 2386 1934 452 323 341 179 133 1842 263 198 210 1632 1579 190 130 146 129 111
internal_count=2963 2622 2565 2386 1934 452 323 341 179 133 1842 263 198 210 1632 1579 190 130 146 129 111
is_linear=0
shrinkage=0.00320322


Tree=204
num_leaves=21
num_cat=0
split_feature=4 3 39 48 14 13 42 3 4 16 12 14 484 12 3 12 4 16 42 4
split_gain=584.612 219.748 147.123 97.6875 68.3478 89.175 62.3305 70.2752 61.451 92.784 206.495 51.2442 38.7836 28.9667 27.4354 27.1993 26.848 25.431 13.855 12.122
threshold=0.27998000000000006 0.28833000000000003 0.0047850000000000011 0.091125000000000025 -0.46637499999999993 1.0000000180025095e-35 0.092485000000000026 0.12478500000000002 -0.37626499999999991 -0.0073699999999999989 0.080020000000000022 0.064610000000000015 0.089150000000000021 0.093670000000000017 -0.010059999999999998 0.093815000000000023 -0.020619999999999996 0.25137500000000007 -0.074124999999999983 -0.007069999999999999
decision_type=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 -2 6 7 -6 15 11 -11 12 16 19 -4 17 -10 -1 -15 -12
right_child=4 -3 3 -5 5 -7 -8 -9 9 10 13 -13 -14 18 -16 -17 -18 -19 -20 -21
leaf_value=0.019340449688994048 0.0098957144581630803 0.0016079785956554927 0.0081089329958050384 0.0025665252886202671 0.010076563542347471 -0.0023017500601453982 0.00087845351927337361 0.0029662683177706043 0.013125331227453576 0.0013004448155186081 0.011845325796997987 0.017617467353119545 0.016293315875451929 0.012529952614273466 0.012823971920397826 0.012438576608131226 0.011633919451756153 0.014477028632473344 0.0094875103662826147 0.014024513698140777
leaf_weight=59 55 57 73 67 85 59 71 71 821 61 237 62 80 53 65 57 570 61 197 102
leaf_count=59 55 57 73 67 85 59 71 71 821 61 237 62 80 53 65 57 570 61 197 102
internal_value=0 0.0118522 0.0120798 0.00779307 0.00451043 0.0034746 0.00497619 0.00684083 0.0124522 0.0122097 0.0105393 0.0129179 0.0127198 0.011496 0.0103302 0.0154424 0.0125142 0.0168687 0.0101327 0.0125012
internal_weight=0 2622 2565 205 341 286 227 156 2360 2183 650 1533 1471 589 138 177 1391 120 250 339
internal_count=2963 2622 2565 205 341 286 227 156 2360 2183 650 1533 1471 589 138 177 1391 120 250 339
is_linear=0
shrinkage=0.00527445


Tree=205
num_leaves=28
num_cat=0
split_feature=2 12 2 2 2 12 52 0 0 47 52 13 11 0 0 0 0 2 43 52 43 3 0 12 0 50 3
split_gain=2940.32 1507 399.468 541.636 288.312 225.432 206.802 182.214 175.474 134.39 133.336 93.1239 78.7585 110.544 40.3131 39.2249 56.4538 53.3023 43.3966 35.4998 32.156 47.3944 30.4753 25.1076 24.1281 9.92692 6.52498
threshold=0.13388500000000003 0.056995000000000011 -1.0000000180025095e-35 0.10433000000000002 0.17990500000000001 0.092900000000000024 0.042815000000000006 -0.076734999999999984 -0.068669999999999995 0.077735000000000012 -0.08799499999999999 -0.091014999999999999 1.0000000180025095e-35 -0.10934999999999999 -0.069074999999999984 0.11737000000000002 -0.049024999999999992 0.098655000000000007 -0.14968999999999996 0.042815000000000006 -1.0000000180025095e-35 0.11878500000000002 -0.041534999999999996 0.088245000000000004 -0.15127999999999997 0.10732000000000001 -0.081284999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 9 7 12 20 -2 -1 10 -4 -7 13 -3 23 16 17 18 -13 -19 -5 -22 -9 25 -12 -15 -25
right_child=4 5 3 6 -6 11 -8 22 -10 -11 24 15 -14 14 -16 -17 -18 19 -20 -21 21 -23 -24 26 -26 -27 -28
leaf_value=0.013664541636685556 0.006182264611642908 0.016060984624462472 0.020041926653889503 0.0091654948773301128 0.0030645621256705819 0.014569577376350883 0.017073255337101991 0.013278262578984354 0.0079013852269014494 0.022024888272415243 0.016753015712831117 0.02080829547238057 0.022321666957226011 0.020388042845916693 0.017532949436509519 0.020496255103013145 0.015369748280332272 0.016096540355219666 0.018466571498136929 0.018387340559318628 0.01361842500061005 0.010045919832274812 0.01043482185035299 0.019750686858197111 0.014337232328583303 0.019149371040319541 0.019052725899893878
leaf_weight=74 64 60 78 53 63 55 54 60 84 56 59 72 90 637 53 54 53 108 330 95 53 58 53 229 65 53 184
leaf_count=74 64 60 78 53 63 55 54 60 84 56 59 72 90 637 53 54 53 108 330 95 53 58 53 229 65 53 184
internal_value=0 0.0180412 0.0143601 0.0156079 0.00807734 0.0191669 0.0124415 0.00986138 0.0106008 0.0182833 0.0172459 0.0179926 0.0198566 0.0196741 0.0198617 0.0182569 0.0180731 0.0183099 0.0188861 0.0171687 0.0109163 0.011752 0.0119449 0.0199735 0.0154869 0.0202929 0.0194398
internal_weight=0 2707 634 476 240 2073 218 177 158 258 202 767 1306 1216 1156 712 658 605 402 203 164 111 113 1103 124 690 413
internal_count=2947 2707 634 476 240 2073 218 177 158 258 202 767 1306 1216 1156 712 658 605 402 203 164 111 113 1103 124 690 413
is_linear=0
shrinkage=0.00272821


Tree=206
num_leaves=26
num_cat=0
split_feature=4 13 123 4 13 14 15 48 15 16 4 51 16 132 133 4 4 4 16 13 47 16 15 16 160
split_gain=5456.92 1094.46 995.72 281.511 264.637 210.181 180.379 214.263 146.505 288.549 242.817 107.662 96.6086 88.3495 72.3331 65.6946 145.232 54.1467 65.7107 32.3772 21.0415 19.1121 18.1215 16.4894 9.68922
threshold=0.31392000000000003 -0.24426999999999996 1.0000000180025095e-35 -0.072334999999999997 -0.014114999999999997 0.073890000000000011 -0.14151499999999997 0.014805 -0.42443999999999993 -0.5152199999999999 0.51292000000000015 -0.025499999999999998 -0.085834999999999981 0.080815000000000012 0.085650000000000018 -0.37626499999999991 -0.10023999999999998 0.043640000000000005 -0.45743999999999996 -0.078579999999999983 0.081320000000000017 -0.07027499999999999 -0.065419999999999992 0.24624500000000002 -0.077584999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 17 13 -6 11 10 -10 -2 -8 -9 15 -4 23 -17 19 -19 21 -21 -5 -20 -3 -12
right_child=8 2 14 4 6 -7 7 12 9 -11 24 -13 -14 -15 -16 16 -18 18 22 20 -22 -23 -24 -25 -26
leaf_value=0.008589521134825898 0.012479396336527291 0.022469531749588448 0.013385703202736875 0.020724110547870597 0.020939384113369049 0.024594127020944337 0.014789326741994509 0.015201230861735143 0.0070719157566633186 -0.00052765068645552117 0.0063991990402890806 0.018140563859554142 0.010275944503385596 0.016581627595817522 0.0095800337338707523 0.015033997097292274 0.019682574222637066 0.019693914541059423 0.017269609477722821 0.017857609630714828 0.019819674377138257 0.019289180769304068 0.015306753193042883 0.020639548412100223 0.0047776668615243665
leaf_weight=88 57 53 71 84 53 62 113 54 101 57 54 184 63 72 75 53 662 75 103 176 52 364 52 115 54
leaf_count=88 57 53 71 84 53 62 113 54 101 57 54 184 63 72 75 53 662 75 103 176 52 364 52 115 54
internal_value=0 0.0179534 0.0182783 0.0186966 0.0178986 0.0197738 0.0162467 0.0156459 0.00618923 0.00433012 0.0079693 0.0168656 0.0125494 0.0194608 0.0114309 0.0196956 0.019338 0.0187501 0.0176166 0.0191357 0.0183052 0.0195583 0.0166113 0.021217 0.0055887
internal_weight=0 2624 2536 2390 1373 1017 467 414 323 158 165 297 117 955 146 883 715 906 230 676 228 448 155 168 108
internal_count=2947 2624 2536 2390 1373 1017 467 414 323 158 165 297 117 955 146 883 715 906 230 676 228 448 155 168 108
is_linear=0
shrinkage=0.00270069


Tree=207
num_leaves=30
num_cat=0
split_feature=4 2 12 43 3 43 2 12 159 13 3 11 2 39 4 2 3 15 3 13 48 16 43 3 15 16 42 2 3
split_gain=4965.63 1765.98 1004.1 471.246 492.976 396.811 375.854 187.755 160.244 134.329 128.475 123.752 119.105 117.425 86.2801 82.8384 106.217 55.0461 48.759 43.6334 38.2305 33.8085 26.2855 35.2499 25.3763 18.737 16.9305 10.9163 10.5256
threshold=0.31392000000000003 0.14253500000000002 0.056995000000000011 -0.041049999999999996 0.11391500000000002 -0.095049999999999982 0.15305000000000002 0.095775000000000013 1.0000000180025095e-35 -0.011514999999999999 0.13470000000000001 1.0000000180025095e-35 0.089545000000000013 0.088850000000000026 -0.069389999999999993 0.091235000000000024 -0.08867499999999999 -0.42443999999999993 -0.11151499999999999 0.041960000000000004 0.091005000000000016 0.014185000000000001 -0.077449999999999977 -0.073309999999999986 -0.072704999999999978 -0.073309999999999986 0.088305000000000008 0.084685000000000024 -0.080734999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 -1 10 11 12 -7 13 15 -5 17 18 21 -17 -2 -9 -13 22 26 -16 -24 -14 -20 -4 -23 -18
right_child=6 -3 7 4 -6 9 -8 14 -10 -11 -12 19 24 -15 20 16 28 -19 25 -21 -22 27 23 -25 -26 -27 -28 -29 -30
leaf_value=0.019329268041001674 0.01409884693506392 0.0070972910089614535 0.023449744217836882 0.0232163162756308 0.012649629142041388 0.013042115169184645 0.00028376820880468719 0.024854752076821637 0.02655958155180153 0.0061542949407683021 0.0049307731516714049 0.028176399082065352 0.016613712822555225 0.0068850904257545002 0.021746381440412722 0.017147008211262502 0.022924319983619663 0.010210988671536242 0.022825101092691768 0.024115435710846782 0.01728138305449135 0.020539712447515086 0.017756602068295189 0.020514363739104317 0.019726179964109254 0.020355644994004909 0.022501939010585011 0.022443718508265438 0.021483780938631323
leaf_weight=67 66 90 749 85 77 57 56 58 55 56 54 54 52 66 82 55 87 81 52 52 52 64 68 146 53 76 254 58 125
leaf_count=67 66 90 749 85 77 57 56 58 55 56 54 54 52 66 82 55 87 81 52 52 52 64 68 146 53 76 254 58 125
internal_value=0 0.0208439 0.0213321 0.0173325 0.0196203 0.0132398 0.00772235 0.0223201 0.0218109 0.00962898 0.00928237 0.0228935 0.0204361 0.0103854 0.0207118 0.0226428 0.0210601 0.0119568 0.0224493 0.0261845 0.019783 0.0230184 0.0202224 0.0196382 0.0181851 0.0213591 0.0232098 0.0214452 0.0220751
internal_weight=0 2624 2534 502 322 180 323 2032 245 113 267 1498 190 213 534 1392 267 147 186 106 348 1125 296 214 105 128 1003 122 212
internal_count=2947 2624 2534 502 322 180 323 2032 245 113 267 1498 190 213 534 1392 267 147 186 106 348 1125 296 214 105 128 1003 122 212
is_linear=0
shrinkage=0.00315779


Tree=208
num_leaves=30
num_cat=0
split_feature=1 2 4 2 15 150 150 3 1 4 11 132 4 15 13 3 3 1 52 159 16 159 15 2 52 15 4 43 43
split_gain=670.13 166.572 94.2635 91.025 87.2395 86.6626 82.91 61.4777 58.5619 75.4275 56.8952 52.0702 40.4633 43.6533 72.2393 39.5473 50.8395 31.5578 29.9474 29.0047 16.6692 16.2769 27.4498 15.0316 14.6208 17.215 14.5174 8.45477 12.0778
threshold=0.10921500000000002 0.13881000000000002 0.41377500000000006 0.095850000000000005 -0.090324999999999989 0.084475000000000008 0.082085000000000019 -0.07718499999999999 0.085780000000000009 0.0063750000000000013 0.07585500000000002 0.085745000000000002 -0.0023699999999999997 0.086195000000000008 -0.032959999999999996 -0.13827999999999999 -0.087979999999999989 0.13074500000000003 0.32384000000000007 0.018290000000000004 -0.11082499999999999 0.051140000000000012 -0.011484999999999999 0.089725000000000013 0.08869500000000001 -0.097144999999999981 -0.068329999999999988 0.0085250000000000031 -0.016434999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 8 -3 7 11 -2 10 12 20 15 13 14 -10 -5 -17 -4 19 -18 23 24 -23 -1 25 -22 -26 28 -15
right_child=1 4 17 6 -6 -7 -8 -9 9 -11 -12 -13 -14 27 -16 16 18 -19 -20 -21 21 22 -24 -25 26 -27 -28 -29 -30
leaf_value=0.014823599587091327 0.014314164922905716 0.0034019011062233272 0.0056222676089871396 0.013267744554932502 -0.0038883759435397029 0.0042496846515539394 0.0050072287716791623 0.0082609487003573474 0.011140924287565508 0.0054309007469473475 0.016052925244093116 0.0059743890383291993 0.013792473308414863 0.010838105333380742 0.0049345182569843311 0.0055102194511944267 0.009118098873676846 0.0014383918900939983 0.01353104084348809 0.012273175042121769 0.0095123169303653731 0.011797872094752774 0.0073152041099791209 0.011649239977681705 0.011228170522920444 0.012122535571914585 0.0087428288516489729 0.0096920857794016001 0.013249627785593899
leaf_weight=56 53 99 85 78 52 71 86 102 80 68 60 66 69 130 76 52 272 67 52 78 58 60 54 70 190 571 66 61 65
leaf_count=56 53 99 85 78 52 71 86 102 80 68 60 66 69 130 76 52 272 67 52 78 58 60 54 70 190 571 66 61 65
internal_value=0 0.00493771 0.00655411 0.0106008 0.00089102 0.00842076 0.00919252 0.0103311 0.0111563 0.00992526 0.0117267 0.00979434 0.0105605 0.0100191 0.0081176 0.0102681 0.00975269 0.00377838 0.0103013 0.00982137 0.0114959 0.0112985 0.00967493 0.0130605 0.0115076 0.0118819 0.0105876 0.0111777 0.0116422
internal_weight=0 529 378 2418 151 226 684 155 1734 549 1185 598 481 412 156 532 454 152 402 350 1125 999 114 126 885 629 256 256 195
internal_count=2947 529 378 2418 151 226 684 155 1734 549 1185 598 481 412 156 532 454 152 402 350 1125 999 114 126 885 629 256 256 195
is_linear=0
shrinkage=0.00455752


Tree=209
num_leaves=20
num_cat=0
split_feature=2 30 2 10 12 2 49 16 16 49 1429 49 12 12 39 16 16 49 16
split_gain=432.844 190.571 104.623 93.1436 60.8937 54.7598 42.3846 49.5375 62.3007 27.479 39.8445 35.0039 29.9868 18.7455 13.8039 11.4207 19.0978 6.61189 5.02009
threshold=0.13554000000000002 0.086535000000000015 0.099845000000000003 0.057650000000000007 0.087435000000000013 0.17990500000000001 0.090085000000000012 0.053305000000000012 -0.096149999999999985 -0.085999999999999979 0.084845000000000018 -0.045154999999999994 -0.014854999999999998 0.095175000000000023 0.087205000000000019 0.31625000000000009 -0.052894999999999991 0.011845000000000001 -0.042884999999999993
decision_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 6 14 7 8 -4 -1 11 -11 -13 17 18 16 -15 -6 -2
right_child=5 -3 4 -5 13 -7 -8 -9 -10 10 -12 12 -14 15 -16 -17 -18 -19 -20
leaf_value=0.015073483026195182 0.0066115779007348214 0.0014115605963186122 0.0077902612199384274 0.0042606635188538571 0.014205763669739396 -0.0022018994849290563 0.011149082222701752 0.010507244789081643 0.0006639165020513641 0.008693790376622967 0.0079947393192402218 0.01621681009534676 0.01204743861137152 0.010701849169543464 0.0017374636744369441 0.011375596400666538 0.0064769235608661477 0.011267891314907257 0.0041021437085930453
leaf_weight=92 56 71 84 55 53 63 67 58 83 103 89 61 1613 80 52 95 67 52 53
leaf_count=92 56 71 84 55 53 63 67 58 83 103 89 61 1613 80 52 95 67 52 53
internal_value=0 0.0108434 0.0110959 0.0117487 0.00903914 0.00240782 0.00707563 0.00586236 0.0042488 0.011959 0.0118054 0.0119962 0.0121994 0.0106913 0.00421202 0.00979714 0.00877663 0.0127514 0.00539197
internal_weight=0 2723 2652 2013 639 224 292 225 167 1958 1866 1777 1674 347 161 242 147 105 109
internal_count=2947 2723 2652 2013 639 224 292 225 167 1958 1866 1777 1674 347 161 242 147 105 109
is_linear=0
shrinkage=0.00583293


Tree=210
num_leaves=27
num_cat=0
split_feature=1 2 11 1 52 13 3 3 124 0 1 0 43 15 49 12 0 1 52 43 13 2 15 42 43 42
split_gain=335.443 105.603 107.696 73.4714 114.209 59.8856 59.027 89.0708 56.6308 43.2966 41.4543 32.7652 31.8528 29.2969 47.0461 21.7683 18.1788 26.4896 14.1925 12.438 9.84114 13.2206 9.68695 9.0541 8.01004 7.56479
threshold=0.12000500000000001 0.093470000000000011 0.077905000000000016 0.088470000000000007 -0.41694999999999993 -0.08971999999999998 0.31316500000000008 0.076825000000000018 -0.083859999999999976 -0.074679999999999983 0.13699000000000003 0.0040950000000000005 -0.14074499999999998 -0.14151499999999997 -0.042254999999999994 0.091345000000000023 1.0000000180025095e-35 0.092485000000000026 -0.049669999999999999 -0.085204999999999989 0.00029500000000000007 0.10912000000000001 -0.011959999999999998 0.10254000000000001 -1.0000000180025095e-35 0.11195000000000001
decision_type=2 2 2 2 2 2 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 11 -5 -6 7 9 -1 -2 -11 12 -3 -7 -15 16 17 19 -17 -10 21 23 -20 -14 -23 -24
right_child=6 3 -4 4 5 13 -8 -9 15 10 -12 -13 20 14 -16 18 -18 -19 22 -21 -22 24 25 -25 -26 -27
leaf_value=0.0042812197489248988 -0.001372753608603572 0.013522736879450228 0.016952655830265367 0.011216428359147292 -0.0010339913422047829 0.0087093014807323212 -0.000908830919216201 0.010658765246855094 0.011367848355271343 0.0069990870407177956 0.00073689374075790008 0.0049607959496650198 0.0090605234887684502 0.0064429664202005615 -0.00044864068915094257 0.0065373350893603698 0.0069516902288687564 0.014355637753640325 0.0074739179305991794 0.0098902580276131295 0.0070649418715542176 0.011891770361221143 0.01044179597153827 0.0064216822896524875 0.0089825739798594754 0.0082859404328729114
leaf_weight=61 59 52 68 84 67 55 86 59 234 83 58 63 170 83 52 78 52 52 77 872 84 75 173 56 52 76
leaf_count=61 59 52 68 84 67 55 86 59 234 83 58 63 170 83 52 78 52 52 77 872 84 75 173 56 52 76
internal_value=0 0.00912758 0.00994172 0.00753844 0.00546437 0.00358409 0.00316922 0.00452355 0.00965706 0.00271336 0.00442358 0.00881959 0.00931661 0.00521289 0.00378797 0.00986019 0.0102418 0.0103895 0.0087172 0.0102029 0.00881597 0.00923247 0.00923857 0.00840692 0.0107011 0.00978403
internal_weight=0 2636 1743 893 341 257 345 259 1675 200 141 552 489 190 135 1614 1210 1158 404 1106 437 353 326 226 127 249
internal_count=2981 2636 1743 893 341 257 345 259 1675 200 141 552 489 190 135 1614 1210 1158 404 1106 437 353 326 226 127 249
is_linear=0
shrinkage=0.00568196


Tree=211
num_leaves=24
num_cat=0
split_feature=2 12 52 52 12 52 15 0 2 15 0 15 15 0 12 150 148 484 50 47 16 16 15
split_gain=161.826 128.04 76.7429 102.493 78.2658 54.1924 49.7619 57.3683 50.5069 43.595 43.6957 115.152 74.2816 32.4283 28.7491 28.5103 27.5687 22.9124 23.2229 18.857 13.4797 13.3641 9.05068
threshold=0.11366500000000002 -1.0000000180025095e-35 -0.41694999999999993 -0.082174999999999984 -0.09472499999999999 0.029970000000000007 -0.26361999999999991 -0.072374999999999981 0.092645000000000019 -0.19153499999999998 -0.10726999999999999 0.084685000000000024 -0.043134999999999993 -0.062109999999999992 0.099680000000000005 0.082085000000000019 -1.0000000180025095e-35 -0.084749999999999978 0.10209500000000001 0.09550500000000002 -0.16318499999999997 -1.0000000180025095e-35 -0.044884999999999994
decision_type=2 2 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 20 -1 8 -8 -3 11 12 15 -7 16 -11 -12 18 -18 -19 -6 22 -16
right_child=2 9 3 4 5 13 7 -9 -10 10 14 -13 -14 -15 21 -17 17 19 -20 -21 -22 -23 -24
leaf_value=-0.00050341740237676747 0.010126166985201806 0.011889935224991065 -0.0037807235608946369 0.010610266610482318 -0.00022123697233105457 0.0090544342642078206 0.011592714749860273 0.0012186761901743085 0.0045669027668625729 0.0089823415172516786 0.012142603525415831 0.011870134037767602 -0.00081949987380639118 0.0032417423910696868 0.005562117128443028 0.0033902897788974026 0.0088970992078082206 0.0081899281398247845 0.013331934655691302 0.0055518296360643187 0.0028356439002811687 0.0043498054866678562 0.0084571602482502277
leaf_weight=63 57 89 59 53 97 60 55 74 81 61 61 71 78 63 59 56 139 1310 52 93 88 78 84
leaf_count=63 57 89 59 53 97 60 55 74 81 61 61 71 78 63 59 56 139 1310 52 93 88 78 84
internal_value=0 0.00756198 0.00396681 0.00313075 0.00426049 0.00316764 0.00390493 0.00522772 0.00740867 0.00800945 0.00784819 0.00570187 0.00345568 0.00607769 0.00815248 0.00630632 0.00840847 0.00826554 0.0101048 0.0080151 0.00123252 0.00623517 0.00726312
internal_weight=0 2504 477 420 361 308 273 210 136 2231 2142 266 195 123 1876 117 1655 1594 191 1403 185 221 143
internal_count=2981 2504 477 420 361 308 273 210 136 2231 2142 266 195 123 1876 117 1655 1594 191 1403 185 221 143
is_linear=0
shrinkage=0.0056566


Tree=212
num_leaves=17
num_cat=0
split_feature=1 1375 14 124 14 160 13 13 12 13 132 1 40 151 12 15
split_gain=176.781 64.2825 100.561 66.6704 72.0969 52.6961 34.9685 76.6485 83.9366 98.5499 28.9689 62.3427 28.6439 26.8808 23.6343 13.7293
threshold=0.12000500000000001 -0.16449999999999998 0.073890000000000011 -0.076779999999999987 -0.10523499999999998 0.083130000000000023 0.053700000000000005 -1.0000000180025095e-35 -0.10063999999999999 -0.15122999999999998 0.08018500000000002 0.086005000000000012 -1.0000000180025095e-35 0.084350000000000008 -0.078454999999999983 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 5 -5 -3 7 8 -2 -10 12 15 -6 -14 -11 -12
right_child=6 2 -4 4 10 -7 -8 -9 9 14 11 -13 13 -15 -16 -17
leaf_value=0.00012167809230061093 0.0062037062213491471 -0.00056799363975921938 0.010618296271362185 0.011216115643477591 0.0090216394112471419 0.0053883872793369604 -0.0014915245998975357 0.0072929120686276534 -0.0059541746276783845 -0.00029129403249292431 0.0039879589915985817 -0.00093590760941190748 0.0053939794580516289 0.0086235508498563387 0.0042829752783066811 0.0070612802562543533
leaf_weight=53 57 78 89 52 56 64 65 61 55 52 81 52 1988 63 55 60
leaf_count=53 57 78 89 52 56 64 65 61 55 52 81 52 1988 63 55 60
internal_value=0 0.00542691 0.00553575 0.00535435 0.00554983 0.00211621 0.00172294 0.00246934 0.00112555 -0.000660884 0.0054217 0.00361676 0.00558701 0.00549321 0.00205948 0.00529612
internal_weight=0 2636 2583 2494 2352 142 345 280 219 162 2300 193 2107 2051 107 141
internal_count=2981 2636 2583 2494 2352 142 345 280 219 162 2300 193 2107 2051 107 141
is_linear=0
shrinkage=0.00486547


Tree=213
num_leaves=28
num_cat=0
split_feature=4 12 2 12 123 4 3 3 2 3 2 0 4 4 15 3 4 15 0 3 12 2 4 12 12 12 403
split_gain=5936.14 1958.77 1141.88 519.391 484.264 219.192 210.183 201.785 160.304 146.46 137.242 134.989 131.993 203.129 130.199 108.163 99.0629 87.4775 68.7 56.0044 49.2841 37.5048 22.8132 19.7435 17.2462 14.9201 8.54194
threshold=0.31392000000000003 0.056995000000000011 0.10859000000000001 0.13642500000000005 1.0000000180025095e-35 0.043640000000000005 0.28833000000000003 -0.14326499999999995 0.087495000000000003 -0.14186499999999996 0.092385000000000009 -0.18240499999999996 -0.17568999999999999 -9.4999999999999992e-05 -0.41725999999999991 -0.08867499999999999 0.51367000000000018 1.0000000180025095e-35 -0.077574999999999991 0.0012800000000000001 0.098355000000000012 0.086755000000000013 0.061295000000000009 0.086315000000000017 0.095175000000000023 0.090285000000000018 -0.083579999999999988
decision_type=2 2 2 2 2 2 2 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 9 19 -2 -6 17 18 -9 -1 -14 16 -12 -13 -3 23 -4 22 -15 -7 -11 -17 -24 -20
right_child=7 3 6 -5 8 20 -8 11 -10 10 15 14 13 21 -16 24 -18 -19 26 -21 -22 -23 25 -25 -26 -27 -28
leaf_value=0.049158092047843535 0.035481474975877107 0.048357081157820225 0.033317298564211985 0.036982584033453295 0.033174857182005024 0.043386348975925811 0.02810983963178617 0.033281927680709637 0.041152336130252619 0.04858468662028028 0.041766146340189755 0.032990082568868651 0.040325289245884827 0.049022415304590325 0.023697700973839945 0.047320916798039195 0.027221179891841505 0.05327349656253455 0.044985967090156058 0.037892202327074589 0.042149205602556916 0.045181177455987577 0.046959114129637783 0.047669157945694533 0.045629597879946318 0.044725043742496216 0.04643261722947551
leaf_weight=74 69 89 57 56 53 52 61 64 55 422 71 54 88 52 58 109 78 69 67 58 80 58 73 651 165 59 139
leaf_count=74 69 89 57 56 53 52 61 64 55 422 71 54 88 52 58 109 78 69 67 58 80 58 73 651 165 59 139
internal_value=0 0.0453692 0.0399091 0.0468134 0.0430995 0.0470825 0.0330205 0.0305189 0.0372378 0.0474948 0.047202 0.0291706 0.0454269 0.0440322 0.0277855 0.0453691 0.0295815 0.0505043 0.0476964 0.0356249 0.044299 0.0469974 0.0452334 0.0480293 0.0463026 0.0459608 0.0459623
internal_weight=0 2658 556 2102 380 2046 176 323 108 1782 1624 254 272 198 190 345 132 158 1279 115 264 110 184 1073 274 132 206
internal_count=2981 2658 556 2102 380 2046 176 323 108 1782 1624 254 272 198 190 345 132 158 1279 115 264 110 184 1073 274 132 206
is_linear=0
shrinkage=0.00327093


Tree=214
num_leaves=25
num_cat=0
split_feature=1 34 2 12 13 2 15 1 43 15 15 14 2 43 133 12 475 15 43 52 475 133 52 15
split_gain=183.836 95.3814 66.5474 59.8229 102.97 56.1848 52.0416 68.9925 73.0488 31.168 25.3183 24.6473 35.2681 24.6317 21.7238 26.1706 18.6014 16.5507 16.3572 16.2221 14.4474 13.536 7.57876 6.42143
threshold=0.12000500000000001 -0.016844999999999995 0.093470000000000011 -0.10063999999999999 -0.086094999999999991 0.12026500000000001 0.025430000000000005 0.088470000000000007 -1.0000000180025095e-35 -0.15300999999999995 -0.011749999999999998 0.073890000000000011 -0.0098549999999999974 -0.075374999999999984 0.041800000000000011 0.096675000000000025 -0.087769999999999987 -0.018024999999999996 -0.051834999999999992 0.029970000000000007 -0.085289999999999991 -0.00027499999999999996 -1.0000000180025095e-35 -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
left_child=2 -2 9 -3 -5 -6 7 10 -9 -1 13 12 -11 22 15 -8 -14 23 -7 -15 -18 -22 -4 -10
right_child=1 3 6 4 5 18 14 8 17 11 -12 -13 16 19 -16 -17 20 -19 -20 -21 21 -23 -24 -25
leaf_value=0.012026343346590793 -0.0031929837854752191 0.010116164087080794 0.011030288161707572 -0.002847799701571588 0.0095578614742518574 0.00095334583910740745 0.013347215461366498 -0.00023963800585538426 0.0059082512328821465 0.0047571887073561076 0.0043281285642965623 0.011745274984013485 0.0054651013449593415 0.0051444805521011893 0.0070227926370934864 0.0081264732812959001 0.011402719108619369 0.0039084622009652303 0.0053172755680070769 0.0088232284286979684 0.0091263120090957269 0.0079977233794504415 0.0085246101540916823 0.0084819755633057589
leaf_weight=75 55 54 75 58 71 53 57 92 69 87 65 64 64 94 94 63 53 92 54 62 539 861 76 54
leaf_count=75 55 54 75 58 71 53 57 92 69 87 65 64 64 94 94 63 53 92 54 62 539 861 76 54
internal_value=0 0.00354149 0.00787214 0.00481892 0.00360659 0.00571004 0.00663355 0.00587729 0.0039195 0.00850668 0.00749282 0.00834838 0.00821281 0.00816268 0.00903281 0.0106068 0.00841095 0.00569951 0.00315626 0.00660693 0.00854066 0.00843227 0.00976955 0.00703866
internal_weight=0 345 2636 290 236 178 893 679 307 1743 372 1668 1604 307 214 120 1517 215 107 156 1453 1400 151 123
internal_count=2981 345 2636 290 236 178 893 679 307 1743 372 1668 1604 307 214 120 1517 215 107 156 1453 1400 151 123
is_linear=0
shrinkage=0.00557835


Tree=215
num_leaves=11
num_cat=0
split_feature=44 3 2 106 149 2 2 1428 133 51
split_gain=199.05 208.82 79.5811 50.935 59.5953 42.154 45.9905 38.8986 44.8178 22.4185
threshold=1.0000000180025095e-35 0.3148450000000001 0.15000000000000002 0.085650000000000018 0.07770500000000001 0.092855000000000007 -0.10238999999999998 0.080150000000000013 0.046800000000000008 -0.090939999999999979
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -7 -8
right_child=-2 -3 -4 -5 -6 7 9 -9 -10 -11
leaf_value=0.0018928256969620071 0.015721134369469775 -0.0025835010447332464 0.0003285264971186745 0.00077983189773098778 0.011016290703854216 0.003790599559589926 0.0045443783494716868 0.0092937368449915406 0.0062488240708969429 0.0066475694967438482
leaf_weight=62 52 85 73 53 61 567 151 52 311 1519
leaf_count=62 52 85 73 53 61 567 151 52 311 1519
internal_value=0 0.00545168 0.00569143 0.00583244 0.00593076 0.00581421 0.00629407 0.00492047 0.0046614 0.00645743
internal_weight=0 2934 2849 2776 2723 2662 1732 930 878 1670
internal_count=2986 2934 2849 2776 2723 2662 1732 930 878 1670
is_linear=0
shrinkage=0.00520269


Tree=216
num_leaves=26
num_cat=0
split_feature=1 1 12 1 16 3 4 14 3 12 52 4 3 4 3 4 3 0 12 12 4 52 3 0 4
split_gain=1292.01 244.486 289.613 195.832 187.89 99.4473 92.7518 88.8116 77.4729 73.0402 64.0883 50.2059 49.1434 48.9301 61.7418 47.2435 34.7966 27.8947 18.5845 13.3667 9.67264 15.4391 4.42593 9.1543 2.81417
threshold=0.11690500000000002 0.089625000000000024 0.085845000000000019 0.15390500000000004 0.058455000000000007 -0.0070649999999999992 0.26546000000000003 0.073890000000000011 -0.12077499999999998 0.096425000000000025 0.056265000000000009 0.043640000000000005 -0.11266 -0.35269999999999996 0.0098450000000000013 -0.011369999999999998 -0.012814999999999998 -0.10071499999999999 0.089535000000000017 0.11878500000000002 0.00059000000000000014 0.098580000000000015 -0.083574999999999997 -0.081024999999999986 -0.074729999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 4 10 15 17 8 -1 13 16 12 -4 -10 18 -3 -2 -7 -15 20 21 -11 -14 -24 -25
right_child=3 2 11 -5 -6 6 -8 -9 9 19 -12 -13 22 14 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26
leaf_value=0.011228866934419272 0.006626753600200562 0.0042266005403606265 0.018297353885663961 -0.00053095292807591604 0.012880041609964548 0.011577058763003144 0.0071750361671906191 0.018993541319147385 0.019120803077960741 0.015311894887354613 0.0087869409057097902 0.011618444102416237 0.013427811473876601 0.015704185779784399 0.011397755291655152 0.0090905129124970677 0.0029334600458096275 0.015134663857447659 0.014599713246214844 0.011583673770154138 0.012593976841058591 0.012913585892865224 0.01614919874126643 0.013478887567686988 0.014628518528279282
leaf_weight=91 68 60 66 55 79 89 62 83 53 93 79 74 53 944 63 66 98 57 323 60 88 78 53 53 98
leaf_count=91 68 60 66 55 79 89 62 83 53 93 79 74 53 944 63 66 98 57 323 60 88 78 53 53 98
internal_value=0 0.0142233 0.0122775 0.006387 0.00756147 0.00955577 0.0112402 0.0149814 0.0147957 0.0149864 0.00584633 0.0145672 0.0152426 0.0153811 0.015232 0.0067747 0.00444663 0.0129663 0.0154227 0.0132749 0.0136665 0.0142182 0.0144579 0.0147253 0.0142253
internal_weight=0 2607 731 379 324 334 208 1876 1793 1702 245 397 323 1383 1330 126 166 146 1267 319 259 171 257 204 151
internal_count=2986 2607 731 379 324 334 208 1876 1793 1702 245 397 323 1383 1330 126 166 146 1267 319 259 171 257 204 151
is_linear=0
shrinkage=0.0039656


Tree=217
num_leaves=20
num_cat=0
split_feature=4 2 123 2 2 150 15 14 0 150 2 0 4 0 14 16 42 42 13
split_gain=2138.35 536.478 339.027 175.049 173.475 172.174 113.62 78.9975 151.132 75.2644 70.3867 66.2435 54.4716 47.5197 47.2094 78.2516 42.9309 111.354 52.2687
threshold=0.31392000000000003 0.14744000000000002 1.0000000180025095e-35 0.15305000000000002 0.092250000000000013 0.082085000000000019 -0.15300999999999995 0.077140000000000014 -0.12851999999999997 0.081245000000000026 0.086365000000000011 -0.07409499999999998 -0.17568999999999999 0.056895000000000008 -1.0000000180025095e-35 -0.49353499999999995 1.0000000180025095e-35 -0.0022699999999999999 -0.084184999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 6 12 -1 8 -8 14 -4 -10 13 -6 -2 -16 17 -14 -18
right_child=3 -3 10 -5 5 -7 7 -9 11 -11 -12 -13 16 -15 15 -17 18 -19 -20
leaf_value=0.017313412193167552 0.0066161442473615644 0.0046849137601081368 0.0058798052644493922 3.4982254726771954e-05 0.016132107620599641 0.0077001050859413353 0.0093224860986588255 0.016721611133436967 0.013775615401394929 0.0083134113818678895 0.010068892181138775 0.012085496373811183 0.012216474778580403 0.012705944424810236 0.0057081670698704637 0.0011121397754894327 0.014852817072991839 0.0080811521475708525 0.012011253100301676
leaf_weight=66 73 71 56 57 53 74 77 59 1215 67 86 234 215 97 71 56 74 74 211
leaf_count=66 73 71 56 57 53 74 77 59 1215 67 86 234 215 97 71 56 74 74 211
internal_value=0 0.012568 0.012784 0.00465943 0.0130372 0.0119242 0.0135752 0.0134195 0.0132918 0.00564655 0.00841708 0.0135027 0.0123559 0.0139167 0.004753 0.00368182 0.011948 0.0111577 0.0127492
internal_weight=0 2662 2591 324 2449 798 1651 1585 1526 267 142 1449 724 150 200 127 574 289 285
internal_count=2986 2662 2591 324 2449 798 1651 1585 1526 267 142 1449 724 150 200 127 574 289 285
is_linear=0
shrinkage=0.00290658


Tree=218
num_leaves=17
num_cat=0
split_feature=1 4 14 14 376 3 4 43 147 4 3 2 1 43 2 2
split_gain=218.688 100.438 68.9484 46.5476 52.5897 40.7201 88.0694 192.589 29.6858 27.9504 54.6721 20.0864 23.6271 22.4067 17.114 11.0189
threshold=0.15099500000000002 0.24099500000000004 -1.0000000180025095e-35 0.077140000000000014 0.048375000000000008 -0.10337499999999998 -0.17568999999999999 -0.24192999999999995 0.088565000000000019 -0.37626499999999991 0.0098450000000000013 0.11504500000000002 0.122075 -0.029255 0.12665000000000001 0.10605000000000002
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 15 -8 11 -7 -11 12 13 -3 -13 -4
right_child=-2 8 3 -5 -6 9 7 -9 -10 10 -12 14 -14 -15 -16 -17
leaf_value=0.011433312878036195 -0.0033639466424971454 0.0042304151987083575 0.0087566182059306327 0.0091499081980485203 0.0021866449787732879 0.0087317111230356213 0.0077221705633069033 -0.0041028859638923484 0.00028000106941883417 0.0062055947964027736 0.0030891891772713521 0.00038728693772212237 0.0023909556069169838 0.0084209740050479945 0.0038421994725567205 0.005657560279227862
leaf_weight=53 64 62 54 97 93 90 59 70 62 1832 141 52 54 57 93 53
leaf_count=53 64 62 54 97 93 90 59 70 62 1832 141 52 54 57 93 53
internal_value=0 0.00564509 0.00599072 0.00587481 0.00574198 0.00588578 0.00398799 0.00130507 0.00333283 0.00610285 0.00598291 0.00392787 0.00503755 0.00623809 0.00260355 0.00722205
internal_weight=0 2922 2542 2489 2392 2299 236 129 380 2063 1973 318 173 119 145 107
internal_count=2986 2922 2542 2489 2392 2299 236 129 380 2063 1973 318 173 119 145 107
is_linear=0
shrinkage=0.00482142


Tree=219
num_leaves=21
num_cat=0
split_feature=1 2 12 14 124 2 16 0 2 12 150 13 123 0 2 51 51 0 13 0
split_gain=3405.83 750.963 490.33 302.224 311.099 176.66 136.021 122.742 114.208 112.599 106.59 70.9967 52.0026 59.6869 50.0538 38.3663 28.9034 26.2282 24.6043 22.9469
threshold=0.10509 0.14744000000000002 0.087255000000000013 0.073890000000000011 -0.082389999999999977 0.13226500000000005 -0.20132999999999998 -0.13165999999999997 -1.0000000180025095e-35 0.091290000000000024 0.083295000000000022 0.032645000000000007 0.086990000000000026 -0.099244999999999986 0.25063000000000007 -0.038974999999999996 0.11178000000000002 -0.14820499999999998 0.076825000000000018 -0.033754999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 -1 7 -4 10 -2 11 -6 19 13 17 -3 -8 18 -10 -11 -9
right_child=1 14 6 -5 5 -7 15 9 12 16 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.012652683633082012 0.0072635218265727488 0.0053130222688204855 0.012362995138354685 0.024867036501757631 0.018730233285263281 0.013331965788916881 0.016865511342028287 0.020192755177912691 0.012201800026865465 0.018420189496053736 0.012978292417617391 0.017044341115467983 0.0085975550975848792 0.014568424914476106 0.00093859127737455671 0.02036722182046927 0.01624469434141575 0.0092738547712741207 0.019991161820375341 0.022012278141558018
leaf_weight=78 100 54 55 93 82 52 75 1094 67 556 56 73 56 67 54 57 53 60 127 77
leaf_count=78 100 54 55 93 82 52 75 1094 67 556 56 73 56 67 54 57 53 60 127 77
internal_value=0 0.0108551 0.0124095 0.0191915 0.0189567 0.0191833 0.016609 0.0193269 0.0101657 0.0195312 0.0163964 0.0201207 0.0113264 0.0121139 0.00312612 0.0183779 0.0185347 0.0108188 0.0187124 0.0203124
internal_weight=0 645 537 2341 2248 2170 187 2118 350 1980 138 1244 250 194 108 132 736 127 683 1171
internal_count=2986 645 537 2341 2248 2170 187 2118 350 1980 138 1244 250 194 108 132 736 127 683 1171
is_linear=0
shrinkage=0.00321214


Tree=220
num_leaves=31
num_cat=0
split_feature=12 12 13 13 457 16 40 16 12 10 51 51 124 12 12 11 12 0 16 0 13 1429 16 50 51 160 16 12 16 0
split_gain=1652.38 490.258 358.447 185.745 262.366 170.559 143.298 120.071 111.34 104.36 88.1623 80.149 76.8509 75.9814 74.6722 70.2963 55.5182 47.7135 60.6082 41.6152 26.0012 18.5112 22.1333 12.3801 13.8886 11.6632 7.91959 7.20095 5.15243 3.06885
threshold=0.056995000000000011 0.10682000000000001 -0.00027999999999999998 0.0044550000000000006 0.092565000000000022 -0.18817999999999999 -0.062739999999999976 -0.0046349999999999994 -0.10468499999999999 -1.0000000180025095e-35 -0.09193999999999998 0.046060000000000011 -0.074959999999999985 0.091545000000000015 -0.032329999999999991 0.08184000000000001 -0.032329999999999991 -0.09633499999999999 0.054560000000000004 -0.12851999999999997 -0.059629999999999996 0.086095000000000019 0.0060400000000000011 0.10647500000000001 -0.085384999999999989 -0.15323999999999996 -0.072034999999999988 0.094730000000000023 -0.071444999999999995 -0.081644999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 6 4 10 -3 9 28 -8 -1 -4 -12 -11 19 -5 17 -10 -15 25 -2 27 22 23 24 -21 -19 -27 -20 -7 -24
right_child=1 5 3 14 -6 7 8 -9 16 12 11 -13 -14 15 -16 -17 -18 18 20 21 -22 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0058196633300031482 0.013792901013478862 0.0058490370994616096 0.01829487942032958 0.011060501808345469 0.0066043526225444318 0.015244545693362992 0.008560455549028706 0.0096377372420485743 0.0010847642240844602 0.0090788327153301547 0.011755416877018693 0.016419157168357332 0.014159952028723041 0.011737022713313687 0.0055138028604675244 0.017887839045275637 0.0055186657347031471 0.014248012738162785 0.015125481150609032 0.018274491810810416 0.011386485893692587 0.018285568452022231 0.014500905685190345 0.015247747578810443 0.016605897026434446 0.016404028294288442 0.015318526691618584 0.013560341087938042 0.013845492001309112 0.015565556187520885
leaf_weight=58 65 55 62 53 52 68 86 96 54 81 101 69 56 58 55 83 75 52 53 60 52 64 52 69 810 185 128 88 53 77
leaf_count=58 65 55 62 53 52 68 86 96 54 81 101 69 56 58 55 83 75 52 53 60 52 64 52 69 810 185 128 88 53 77
internal_value=0 0.0152794 0.00967873 0.0119581 0.0133734 0.0110936 0.00749936 0.0124227 0.00562208 0.009569 0.0148904 0.0136486 0.011156 0.0158798 0.00823612 0.0150059 0.00366289 0.0146176 0.0149169 0.0163901 0.0134048 0.0165392 0.0164345 0.0166128 0.016721 0.0157164 0.0159602 0.0141489 0.014632 0.0151367
internal_weight=0 2168 802 392 284 272 410 217 215 195 232 170 137 1896 108 699 129 616 558 1197 193 1132 1068 939 870 365 313 141 121 129
internal_count=2970 2168 802 392 284 272 410 217 215 195 232 170 137 1896 108 699 129 616 558 1197 193 1132 1068 939 870 365 313 141 121 129
is_linear=0
shrinkage=0.00333357


Tree=221
num_leaves=19
num_cat=0
split_feature=2 157 4 9 4 0 447 11 15 42 48 0 2 4 15 14 2 16
split_gain=151.868 93.9692 62.1967 46.7654 42.9426 86.1916 38.0845 61.3004 35.3582 34.6334 29.8652 29.2231 24.6098 23.6767 22.4345 29.416 22.2075 16.6951
threshold=0.10836000000000003 -0.077384999999999995 0.028075000000000006 -1.0000000180025095e-35 -0.27577999999999997 -0.00077999999999999999 0.085135000000000016 0.077330000000000024 -0.047859999999999993 0.079890000000000017 0.083540000000000017 -0.062394999999999999 0.10100500000000003 0.028075000000000006 -0.080724999999999977 -1.0000000180025095e-35 0.097005000000000022 -0.49353499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 9 -1 16 6 7 10 14 11 13 -3 -12 -6 15 -4 -5 -17
right_child=1 2 8 4 5 -7 -8 -9 -10 -11 12 -13 -14 -15 -16 17 -18 -19
leaf_value=0.0032596367275231925 -0.0029419009113519634 0.0079028671993251615 0.0064768488897806757 0.013464196170933092 0.0081667185517082675 0.00067616069595784656 0.003135957612040025 0.013116180634562793 -0.00067691385215511168 0.010302964570946727 0.0066551305170504923 0.0025474316163261474 0.0023399414467547689 0.0062440220495535654 0.0070103632108187543 0.003489453055509011 0.0087870977699976271 -0.00060593573651032565
leaf_weight=86 56 78 64 58 1382 62 62 69 60 82 250 61 54 255 72 77 83 59
leaf_count=86 56 78 64 58 1382 62 62 69 60 82 250 61 54 255 72 77 83 59
internal_value=0 0.00420956 0.00493388 0.00745501 0.00761358 0.00740886 0.00761029 0.00774828 0.00334815 0.00731576 0.00755742 0.00555309 0.00588882 0.00786725 0.00423627 0.00323728 0.0107114 0.00171232
internal_weight=0 609 553 2361 2275 2134 2072 2010 332 221 1941 139 304 1637 272 200 141 136
internal_count=2970 609 553 2361 2275 2134 2072 2010 332 221 1941 139 304 1637 272 200 141 136
is_linear=0
shrinkage=0.00579408


Tree=222
num_leaves=15
num_cat=0
split_feature=123 4 1375 130 12 150 0 4 2 402 402 0 4 402
split_gain=122.74 74.9702 60.8336 41.6254 39.6927 36.3034 72.6231 31.9461 35.9813 31.1412 29.8326 26.9248 25.3266 19.6371
threshold=0.10919500000000001 0.27258000000000004 -0.20910499999999996 -0.079354999999999981 0.106505 -0.091839999999999991 -0.21196999999999996 0.40996000000000005 -0.013084999999999998 0.088470000000000007 0.08406000000000001 -0.105195 -0.075169999999999987 0.10284500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 12 7 -5 -7 -3 -9 10 -8 -10 -4 -11
right_child=-2 4 3 5 -6 6 9 8 11 13 -12 -13 -14 -15
leaf_value=-4.9628705728179054e-05 -0.002576102193159169 0.00011862848296588621 0.0051781827598966854 0.0017818824842402966 -0.0013445533403919723 0.012017638472289493 0.0059642556803212827 0.0087638839835866861 0.0054758330148467968 0.010114524058945482 0.0018321634197387428 0.0011161264822018848 -0.00013715679478944608 0.0068653531606154101
leaf_weight=52 58 55 58 57 52 65 1966 54 101 82 55 76 52 187
leaf_count=52 58 55 58 57 52 65 1966 54 101 82 55 76 52 187
internal_value=0 0.00554986 0.00587152 0.00599362 0.00310018 0.00614541 0.00625099 0.00390852 0.00481062 0.00608729 0.00585183 0.0036042 0.00266494 0.00785603
internal_weight=0 2912 2574 2522 338 2412 2355 286 231 2290 2021 177 110 269
internal_count=2970 2912 2574 2522 338 2412 2355 286 231 2290 2021 177 110 269
is_linear=0
shrinkage=0.00553159


Tree=223
num_leaves=35
num_cat=0
split_feature=1 4 12 14 49 4 12 52 151 49 49 4 12 12 4 42 42 1 4 43 132 133 403 131 52 1 13 49 131 13 49 4 484 50
split_gain=93.1832 115.55 103.685 72.4258 64.703 64.1827 52.0691 37.2911 36.1277 28.0497 43.8941 41.9444 26.169 24.2259 60.9219 22.9764 19.649 22.3218 19.4397 18.5474 20.6887 18.1548 13.6222 13.2557 12.6327 11.808 10.2412 9.79781 9.293 7.05919 6.13146 4.82396 4.18221 1.53707
threshold=0.085720000000000005 -0.17568999999999999 0.085845000000000019 -0.13131999999999996 0.0033550000000000003 -0.054114999999999989 0.10682000000000001 -0.15824499999999997 -0.081844999999999987 -0.015164999999999998 -0.05529499999999999 0.31392000000000003 0.11984500000000002 0.091495000000000007 -0.10701499999999999 0.083785000000000012 0.090175000000000019 0.098715000000000011 0.036605000000000006 -0.10945499999999998 0.082150000000000015 0.0049900000000000005 -0.092059999999999989 0.078355000000000022 0.26536500000000002 0.096475000000000019 -0.07904499999999999 0.094245000000000009 0.086210000000000023 -0.079604999999999995 0.10511500000000001 -0.011869999999999999 -1.0000000180025095e-35 0.08956500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 3 -3 5 -5 16 -2 15 10 -7 -11 -8 19 -15 -1 17 28 25 21 22 -10 29 26 27 33 -16 -24 -4 -21 31 -28 -17 -18
right_child=1 2 6 4 -6 9 12 -9 13 11 -12 -13 -14 14 23 32 18 -19 -20 20 -22 -23 24 -25 -26 -27 30 -29 -30 -31 -32 -33 -34 -35
leaf_value=0.011205868724628873 0.0066859342700009722 0.0064308362395959252 0.0050271831958627698 -0.004890022560331584 -0.0043947431783347146 0.0027208021026406135 -0.0013352276323591599 0.013534659345482578 0.0060618553033955714 0.0082893755351865789 -0.0039225080827730973 0.0018213102182831336 0.0043492360063130675 -0.0018053021668591167 0.0074494607898846167 0.0054922510530192236 0.0038381184019928068 0.010970128918992158 0.0014393665828388226 0.0025745610267888406 0.0022426359594227845 0.011182493949573552 0.0070698085806931016 0.0083263631851352524 0.0037692387368219366 0.0079677257072812459 0.005478480906341331 0.0043673473877792555 0.0079310063686682045 0.0057795821065016835 0.0027741798680762922 0.0036796217709007808 0.0079159247987649565 0.005299665318899722
leaf_weight=79 78 93 99 54 90 134 63 52 52 64 55 102 64 52 56 52 57 52 53 54 54 57 580 52 58 62 200 58 77 54 62 83 61 57
leaf_count=79 78 93 99 54 90 134 63 52 52 64 55 102 64 52 56 52 57 52 53 54 54 57 580 52 58 62 200 58 77 54 62 83 61 57
internal_value=0 0.00382368 0.00320433 0.00135747 0.0004118 0.00146964 0.00507637 0.00942594 0.00605847 0.00243721 0.00078721 0.00431543 0.00152886 0.00572511 0.00461301 0.00861388 0.00606207 0.00736386 0.00476568 0.00630582 0.00599647 0.00874023 0.00624851 0.00534992 0.00656975 0.00576697 0.00496378 0.00682424 0.00629799 0.00417769 0.00456011 0.00495114 0.0068012 0.00456948
internal_weight=0 1306 1176 592 499 409 584 130 1664 355 189 166 127 1472 505 192 457 228 229 967 858 109 804 453 696 176 401 638 176 108 345 283 113 114
internal_count=2970 1306 1176 592 499 409 584 130 1664 355 189 166 127 1472 505 192 457 228 229 967 858 109 804 453 696 176 401 638 176 108 345 283 113 114
is_linear=0
shrinkage=0.00626178


Tree=224
num_leaves=19
num_cat=0
split_feature=123 149 4 13 15 150 2 2 16 12 160 15 12 16 160 14 13 156
split_gain=77.1066 55.0831 65.3586 34.4691 34.9059 33.4381 61.0436 35.6562 32.183 38.1165 33.7788 26.6908 20.6083 18.9494 17.8464 17.6422 12.9497 7.69806
threshold=0.11029000000000001 0.07770500000000001 0.27998000000000006 -0.15941999999999998 -0.43091499999999999 0.082085000000000019 0.096080000000000013 -0.026084999999999994 -0.071704999999999991 0.11819000000000002 -0.046544999999999996 -0.090324999999999989 0.080020000000000022 -0.15381999999999998 0.083670000000000008 -1.0000000180025095e-35 0.0048350000000000008 0.087570000000000023
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 15 7 14 -1 12 10 -10 -6 13 -9 17 -5 -14 -7
right_child=-2 -3 3 4 11 6 -8 8 9 -11 -12 -13 16 -15 -16 -17 -18 -19
leaf_value=0.0084576299999621091 -0.0028483333591197285 0.0081535606236560459 0.004607627583689029 0.0042820700592600932 -0.0046988547083508282 0.0064794810250596449 -0.0015975719678829662 0.0088962797588859298 0.0023191587773295575 -0.00065353520042532164 0.0042548009782500916 0.00064174233719718353 0.0046864113314883347 0.0045682954823213434 0.0015132463664706507 0.00018002351279238117 0.0029034448861047341 0.0036817734069849858
leaf_weight=52 52 78 66 59 53 59 87 60 385 63 781 54 753 56 59 61 138 54
leaf_count=52 52 78 66 59 53 59 87 60 385 63 781 54 753 56 59 61 138 54
internal_value=0 0.00372001 0.00359822 0.00120633 0.000217161 0.00387336 0.00205195 0.00407951 0.00397767 0.00339683 0.00361572 -0.00200307 0.00468651 0.0068074 0.00389826 0.00219734 0.00441033 0.00514303
internal_weight=0 2918 2840 293 227 2547 259 2288 2236 1229 1166 107 1007 116 172 120 891 113
internal_count=2970 2918 2840 293 227 2547 259 2288 2236 1229 1166 107 1007 116 172 120 891 113
is_linear=0
shrinkage=0.00534708


Tree=225
num_leaves=14
num_cat=0
split_feature=3 9 2 4 13 13 1 2 157 156 3 156 13
split_gain=105.334 64.2719 53.3179 47.8127 48.5231 43.9761 45.0343 33.7277 25.8072 27.6764 25.2409 22.4079 14.3405
threshold=0.3148450000000001 -1.0000000180025095e-35 0.14744000000000002 -0.17568999999999999 0.26746000000000009 0.055610000000000007 0.085880000000000026 0.097110000000000016 1.0000000180025095e-35 0.094860000000000014 -0.097199999999999995 0.088675000000000018 0.15415000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 8 12 -3 11 -10 -9 -5 -7
right_child=-2 2 -4 4 -6 6 -8 10 9 -11 -12 -13 -14
leaf_value=-0.0015409047474396844 -0.0025597592581459148 0.009664583725588146 -0.00088757781736582787 0.0036981410766292553 0.0084328595324004128 0.0018324847263337014 -0.0017902632507085837 0.0026821186319103238 0.0091512754913088638 0.0035072244982590089 0.0075572609375169422 0.0011004634538675326 0.0055453674411329226
leaf_weight=78 94 68 80 1988 64 92 98 78 56 55 60 112 52
leaf_count=78 94 68 80 1988 64 92 98 78 56 55 60 112 52
internal_value=0 0.00351639 0.00365715 0.00379069 0.00357649 0.00344976 0.00116323 0.00640754 0.0037 0.00635522 0.00480218 0.00355963 0.00317367
internal_weight=0 2881 2803 2723 2517 2453 242 206 2211 111 138 2100 144
internal_count=2975 2881 2803 2723 2517 2453 242 206 2211 111 138 2100 144
is_linear=0
shrinkage=0.00564887


Tree=226
num_leaves=29
num_cat=0
split_feature=3 2 2 2 2 3 16 15 47 16 2 3 10 15 151 43 47 2 2 15 156 43 3 15 43 13 133 133
split_gain=1306.57 547.489 298.283 282.514 243.079 96.0526 268.101 95.3947 121.774 85.7627 68.2447 84.1219 62.6572 48.3305 41.0082 31.4961 28.0689 25.1871 24.8395 21.4877 24.2536 16.1049 15.1941 19.1128 13.3614 12.1304 7.69117 4.13747
threshold=-0.057749999999999989 0.14744000000000002 -0.007134999999999999 0.10669500000000001 0.097110000000000016 -0.097199999999999995 0.26538000000000006 0.025430000000000005 0.077735000000000012 1.0000000180025095e-35 -1.0000000180025095e-35 -0.14088999999999999 -0.0078549999999999991 -0.076929999999999985 -0.029339999999999995 -0.025079999999999995 0.107145 0.17553000000000005 0.091290000000000024 0.091285000000000019 0.088735000000000022 -0.086539999999999992 -0.06717999999999999 -0.040769999999999994 -0.07409499999999998 -0.034484999999999995 0.088395000000000015 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 12 7 10 6 21 8 9 14 -1 -12 -2 15 -4 -5 18 -3 19 20 -13 -6 23 24 -7 26 -20 -21
right_child=1 17 3 13 5 22 -8 -9 -10 -11 11 16 -14 -15 -16 -17 -18 -19 25 27 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.014395123335762719 0.010876507860428847 0.0057660918250557313 0.014948266000541204 0.0073749836036254967 0.010806479747092432 0.017182032815456751 0.018748909133685977 0.021440784499874001 0.019905233570378645 0.017579114246688236 0.022060340170397211 0.018935008135721153 0.0056104624523673425 0.013230311661287762 0.010526318863925273 0.011152455637650757 0.016093075467825509 0.0020786123870318901 0.018866235842712551 0.018222453117192887 0.016594150908825708 0.007875420518196119 0.014774986837448481 0.018489676045508635 0.014780735136922392 0.015745375755145011 0.017041139312771215 0.017060340805804007
leaf_weight=64 61 54 52 53 52 80 72 52 76 71 89 980 73 97 76 84 86 55 56 68 70 59 56 82 60 65 89 143
leaf_count=64 61 54 52 53 52 80 72 52 76 71 89 980 73 97 76 84 86 55 56 68 70 59 56 82 60 65 89 143
internal_value=0 0.0118947 0.0131476 0.0143751 0.0176159 0.0151447 0.0129868 0.0166768 0.0157758 0.0141985 0.0182821 0.0184332 0.008008 0.0111586 0.0123231 0.0096914 0.0182258 0.00390581 0.0183505 0.0185541 0.018779 0.0092489 0.016565 0.0170164 0.0161532 0.0171272 0.0177463 0.0174351
internal_weight=0 804 695 561 2171 461 183 327 275 199 1710 1646 134 234 128 137 1557 109 1471 1261 1050 111 278 222 140 210 145 211
internal_count=2975 804 695 561 2171 461 183 327 275 199 1710 1646 134 234 128 137 1557 109 1471 1261 1050 111 278 222 140 210 145 211
is_linear=0
shrinkage=0.0038337


Tree=227
num_leaves=18
num_cat=0
split_feature=3 97 2 158 4 15 4 4 2 42 12 15 15 16 2 43 159
split_gain=90.799 46.7907 46.7107 39.4635 29.7128 46.3097 39.2972 26.7551 37.6939 26.2651 24.8575 21.9613 14.023 12.482 10.6312 7.98231 7.07586
threshold=0.3148450000000001 -0.0047149999999999996 0.14744000000000002 0.078875000000000015 0.23355000000000001 -0.14051999999999998 0.41823000000000005 -0.49269499999999994 0.10060500000000001 0.081180000000000016 0.085760000000000017 -0.094839999999999994 -0.048914999999999993 -0.4136149999999999 0.091290000000000024 -0.031974999999999996 0.08894500000000001
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 10 12 8 -7 15 -3 -9 -6 -8 16 -5 -11
right_child=-2 2 -4 9 6 7 13 11 -10 14 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0011632475420365995 -0.0018798052810272288 0.010084746551112252 -0.00036492922981677233 0.0066732255377856741 -0.0028121890670043288 0.0092594717806240932 0.0059587599610001806 0.001495473150932485 0.0030697151330036504 0.0068048746432421712 0.004999906564121602 0.0038379209367206553 0.0013599052181052628 0.0022255666060506914 0.0025541444808626973 0.0096877033539390731 0.0041135699734037526
leaf_weight=60 94 60 80 58 52 69 60 142 61 71 67 1818 54 58 54 58 59
leaf_count=60 94 60 80 58 52 69 60 142 61 71 67 1818 54 58 54 58 59
internal_value=0 0.0038473 0.00395389 0.00407996 0.00383866 0.0040398 0.00184764 0.00383542 0.00635552 0.00604316 0.00740268 0.00366824 -0.000686205 0.00412432 0.00469507 0.00818099 0.00558391
internal_weight=0 2881 2821 2741 2441 2217 224 2090 130 300 127 1960 106 118 184 116 130
internal_count=2975 2881 2821 2741 2441 2217 224 2090 130 300 127 1960 106 118 184 116 130
is_linear=0
shrinkage=0.00573482


Tree=228
num_leaves=15
num_cat=0
split_feature=2 97 1348 48 1429 42 42 158 50 4 52 158 2 12
split_gain=58.4107 41.1564 40.3204 62.4592 27.2734 27.4616 24.1746 22.9128 29.4975 34.5383 29.6958 19.1018 24.0666 7.70313
threshold=0.14744000000000002 -0.0047149999999999996 0.084895000000000012 -0.087924999999999989 0.086765000000000009 0.086555000000000007 0.089470000000000008 0.078875000000000015 0.076980000000000007 -0.097349999999999978 0.083750000000000005 0.10222000000000002 0.09141500000000001 0.085965000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 -6 -2 8 10 -10 -5 13 -13 -9
right_child=6 2 -4 4 5 -7 -8 11 9 -11 -12 12 -14 -15
leaf_value=-0.0010600330204508319 -0.0023608771452342998 0.0078689965035587082 -0.0011207365337598525 0.0016432096352326398 0.0066405753322916631 0.0023396687787322406 0.0018252852334841555 0.0041878489343184595 0.0068660426608723657 0.0029996288764794743 0.0028919149770615642 0.0039676980640367555 0.00014376699574185071 0.0065598513506894334
leaf_weight=65 74 53 59 1037 76 58 52 68 58 435 711 122 52 55
leaf_count=65 74 53 59 1037 76 58 52 68 58 435 711 122 52 55
internal_value=0 0.00264063 0.00272705 0.00281038 0.00271002 0.00477936 -0.000632856 0.00260074 0.00243792 0.0034546 0.00215115 0.00382913 0.0028252 0.00524891
internal_weight=0 2849 2784 2725 2672 134 126 2538 2241 493 1748 297 174 123
internal_count=2975 2849 2784 2725 2672 134 126 2538 2241 493 1748 297 174 123
is_linear=0
shrinkage=0.00470538


Tree=229
num_leaves=25
num_cat=0
split_feature=45 1 0 14 1 52 16 10 151 16 11 475 0 42 160 42 42 2 42 0 159 42 0 42
split_gain=71.3646 48.2279 50.113 50.8363 41.0305 35.9387 91.2862 30.477 20.1416 18.6439 18.0865 18.4694 18.888 22.7253 15.513 17.2098 52.5652 12.7242 11.5895 10.6419 9.12851 8.2621 6.16288 3.99023
threshold=0.08179500000000002 0.080320000000000016 -0.12851999999999997 1.0000000180025095e-35 1.0000000180025095e-35 -0.072144999999999987 -0.33811499999999994 1.0000000180025095e-35 -0.081844999999999987 -0.072359999999999994 0.078730000000000008 -0.082904999999999993 -0.0058249999999999994 0.088125000000000023 0.062030000000000009 0.079335000000000003 -0.013819999999999997 0.084275000000000003 0.10504500000000001 -0.080734999999999987 -0.040794999999999991 0.083785000000000012 -0.075134999999999993 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
left_child=1 4 3 5 8 -3 -7 10 21 17 11 -4 13 -13 15 16 -11 -10 -17 -16 -19 -1 -22 -23
right_child=-2 2 7 -5 -6 6 -8 -9 9 14 -12 12 -14 -15 19 18 -18 20 -20 -21 22 23 -24 -25
leaf_value=0.0056352389578316082 0.0079327113183593947 0.0017528061548278686 -0.00085798352633928258 0.0041442886527160222 0.0068883393233011691 0.00057553441299518302 -0.0066928975551086558 -0.00093072045673045696 0.0047031627594137648 0.0018444488476075309 0.0042633896198919687 0.0033739191616636507 3.0544728841776304e-05 0.0015458087628701645 0.0049388507087857426 0.002494035302500584 -0.0041029990010200846 0.004573087004824495 0.00027857465639923707 0.001803159989855382 0.0022889794403145296 0.0023384906812975929 0.0041025831403891429 0.0042434481051408825
leaf_weight=63 55 69 55 52 58 103 77 86 90 133 98 345 93 349 59 291 53 58 76 52 494 53 53 60
leaf_count=63 55 69 55 52 58 103 77 86 90 133 98 345 93 349 59 291 53 58 76 52 494 53 53 60
internal_value=0 0.00212597 0.00141481 -0.000396893 0.00271836 -0.00134547 -0.00253344 0.00194636 0.00256076 0.00235249 0.00220964 0.00197054 0.00216828 0.00245467 0.00174715 0.00140116 0.000149456 0.00293076 0.00203539 0.00347036 0.00266701 0.00416861 0.0024648 0.00335045
internal_weight=0 2920 1327 301 1593 249 180 1026 1535 1359 940 842 787 694 664 553 186 695 367 111 605 176 547 113
internal_count=2975 2920 1327 301 1593 249 180 1026 1535 1359 940 842 787 694 664 553 186 695 367 111 605 176 547 113
is_linear=0
shrinkage=0.00505


Tree=230
num_leaves=27
num_cat=0
split_feature=2 12 3 106 2 47 16 12 11 3 0 0 11 0 0 16 16 43 155 0 13 0 43 12 48 16
split_gain=696.007 287.67 118.416 130.876 100.914 68.5701 103.99 58.352 78.852 62.1882 51.228 67.9779 43.0478 39.9164 39.4711 28.3887 25.4065 25.114 18.0004 17.3829 16.8184 14.3276 14.3456 17.2073 10.6135 7.39853
threshold=0.13501500000000002 0.023990000000000004 0.11745500000000002 1.0000000180025095e-35 0.25063000000000007 0.077735000000000012 0.066010000000000013 0.093125000000000013 1.0000000180025095e-35 -0.10337499999999998 -0.071379999999999985 -0.14534499999999997 0.091055000000000011 -0.14797999999999997 -0.074504999999999988 0.19384500000000002 -0.089369999999999991 -0.046639999999999994 0.092900000000000024 -0.105195 0.0047000000000000002 -0.062394999999999999 -0.15961499999999998 0.099980000000000013 0.087365000000000012 0.51165500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 14 6 10 8 9 -3 11 -1 15 -10 -2 21 -4 -16 25 -11 24 22 -9 -24 -21 -17
right_child=4 7 16 -5 -6 -7 -8 12 13 19 -12 -13 -14 -15 17 18 -18 -19 -20 20 -22 -23 23 -25 -26 -27
leaf_value=0.0069626667439504162 0.0014749490836215324 0.0071578680776157189 0.0060967735962501463 0.0030892442042629838 -0.0022754613615646722 0.013422773379541463 0.013367497726414308 0.012773059922717765 0.012781835905739246 0.0095629967492702941 0.0050677255671530835 0.011684497406858651 0.0070122662635430854 0.017968713943385187 0.0080069796643226811 0.0071621907138378392 0.0020905805810772335 0.0039665965976375343 0.011097875240893647 0.012211784884048709 0.0097162271102406144 0.013362271910886153 0.011401794572717469 0.0096163443122729616 0.010724492321916711 0.0093483483650059762
leaf_weight=128 54 53 63 59 53 78 80 73 52 57 82 96 59 55 53 55 52 58 64 1001 57 53 259 156 95 57
leaf_count=128 54 53 63 59 53 78 80 73 52 57 82 96 59 55 53 55 52 58 64 1001 57 53 259 156 95 57
internal_value=0 0.0106823 0.00818221 0.00903892 0.00281434 0.00979535 0.00906223 0.0114256 0.0119521 0.0116558 0.00793653 0.00898651 0.010496 0.0154484 0.00444952 0.0107827 0.00428567 0.0058962 0.00930188 0.0118528 0.0119659 0.0112643 0.0110363 0.0107307 0.0120829 0.00827519
internal_weight=0 2784 638 523 218 464 386 2146 1370 1263 306 224 776 107 165 717 115 111 176 1210 1153 541 488 415 1096 112
internal_count=3002 2784 638 523 218 464 386 2146 1370 1263 306 224 776 107 165 717 115 111 176 1210 1153 541 488 415 1096 112
is_linear=0
shrinkage=0.00424032


Tree=231
num_leaves=12
num_cat=0
split_feature=2 1348 40 33 34 484 43 43 13 0 51
split_gain=86.6069 69.6132 47.3398 45.6058 22.853 24.5913 18.2322 44.9764 22.926 13.0101 8.45852
threshold=0.25063000000000007 0.084895000000000012 1.0000000180025095e-35 0.082505000000000009 -0.066379999999999981 0.087070000000000022 0.097510000000000027 0.066010000000000013 -0.11210999999999999 -0.090614999999999987 -0.011859999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -8 -7 -11
right_child=-2 -3 -4 -5 5 9 8 -9 -10 10 -12
leaf_value=-0.00043646552180095003 -0.0045619791778915546 -0.0031691442987326164 -0.0013692875506930353 0.0079993402884037997 0.0026652118353876039 0.0069604240130270679 0.0072842148586140477 -0.0023941650389272965 0.0031962163340791042 0.0052980126959864772 0.0028303486418395818
leaf_weight=67 53 63 84 53 2158 55 56 56 179 74 104
leaf_count=67 53 63 84 53 2158 55 56 56 179 74 104
internal_value=0 0.00262695 0.0027535 0.00287712 0.00277834 0.00285867 0.00269398 0.00253722 0.00417063 0.00458949 0.00385657
internal_weight=0 2949 2886 2802 2749 2682 2449 2214 235 233 178
internal_count=3002 2949 2886 2802 2749 2682 2449 2214 235 233 178
is_linear=0
shrinkage=0.0055742


Tree=232
num_leaves=10
num_cat=0
split_feature=1 15 1375 34 15 15 49 41 0
split_gain=55.3014 84.4148 35.3667 27.3815 28.9398 27.9501 27.7495 29.9015 27.734
threshold=0.13699000000000003 -0.42075999999999997 -0.15824499999999997 -0.083449999999999983 -0.45371999999999996 -0.23160499999999998 0.13906000000000002 0.083975000000000008 0.12469500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 7 8 -7
right_child=1 -3 3 4 5 6 -8 -9 -10
leaf_value=-0.0018672335473615756 0.0038584152737473347 -0.0035594938409552837 0.0048017471852278455 -0.0007858264902128099 0.0051836340839615195 0.0020436860036751776 -0.00079683766919640348 -0.00090304875246248722 0.0050879529980736391
leaf_weight=55 54 102 79 87 63 2332 82 77 71
leaf_count=55 54 102 79 87 63 2332 82 77 71
internal_value=0 -0.000991428 0.00194204 0.00201712 0.00193599 0.00202621 0.00194855 0.00203935 0.00213365
internal_weight=0 156 2846 2791 2712 2625 2562 2480 2403
internal_count=3002 156 2846 2791 2712 2625 2562 2480 2403
is_linear=0
shrinkage=0.00479754


Tree=233
num_leaves=29
num_cat=0
split_feature=1 3 10 4 12 1 4 4 51 3 4 43 155 48 1 156 15 15 12 3 15 12 51 15 133 4 12 49
split_gain=1836.72 454.211 188.112 155.739 149.126 163.239 79.3361 66.9254 73.0023 63.1381 122.791 50.8047 44.2094 44.1935 48.0894 42.7704 40.6297 37.1357 28.5595 23.3952 19.75 19.7267 14.5035 15.7052 14.5028 11.6759 10.4301 3.90048
threshold=0.10398500000000001 -0.049204999999999992 -0.013164999999999998 0.41377500000000006 0.056995000000000011 0.087225000000000011 0.049545000000000006 -0.045759999999999988 -0.023999999999999997 -0.14186499999999996 -0.10701499999999999 -0.076179999999999984 0.092900000000000024 0.08783500000000001 0.13130500000000003 0.083125000000000018 -1.0000000180025095e-35 -0.065984999999999988 -0.063029999999999989 -0.084014999999999992 1.0000000180025095e-35 0.089765000000000025 0.11515500000000002 -0.079504999999999978 0.087550000000000017 -0.0053799999999999985 0.09091500000000001 -0.0065649999999999988
decision_type=2 2 2 2 2 2 2 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 12 5 15 9 -4 -9 20 -11 -7 19 14 -10 18 -13 26 -1 -2 -6 24 23 -23 25 -12 -8 -26
right_child=1 2 7 -5 6 11 17 8 13 10 21 16 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 27 -27 -28 -29
leaf_value=0.016135898074435072 0.011411764127394614 0.0017746990548167751 0.011359666082803657 0.0081796981924440459 0.016584147938630701 0.0090768558263822421 0.015861026377135309 0.0046629587875083086 0.010892086789762065 0.010902080464661677 0.016152025942176976 0.010962464646580379 0.016483506355230416 0.0063331666660198281 0.0073012685613969295 0.017962484531358614 0.014595444252109426 0.012169464760607594 0.013031217574249703 0.014141854526016101 0.019076811715230513 0.016790357959041342 0.013799862622842463 0.015327815657536431 0.014596433098892142 0.017296775748165003 0.01406198035514563 0.015624440110084136
leaf_weight=59 53 57 52 61 60 66 58 73 86 54 568 73 54 76 68 54 55 88 62 81 71 87 54 552 53 109 77 141
leaf_count=59 53 57 52 61 60 66 58 73 86 54 568 73 54 76 68 54 55 88 62 81 71 87 54 552 53 109 77 141
internal_value=0 0.00920798 0.0071528 0.0126084 0.0152276 0.0133663 0.0155758 0.00801623 0.00744233 0.0158043 0.0156318 0.0113513 0.0140452 0.00832432 0.00930675 0.0156 0.0125238 0.0137834 0.0145454 0.0130623 0.0179354 0.0157951 0.0153925 0.015527 0.0161153 0.0163364 0.0148352 0.0153438
internal_weight=0 661 412 249 2341 369 1972 355 303 1749 1618 194 188 230 154 175 128 223 121 134 131 1564 693 639 871 677 135 194
internal_count=3002 661 412 249 2341 369 1972 355 303 1749 1618 194 188 230 154 175 128 223 121 134 131 1564 693 639 871 677 135 194
is_linear=0
shrinkage=0.00318882


Tree=234
num_leaves=16
num_cat=0
split_feature=4 3 39 147 3 15 10 11 3 0 15 4 11 3 3
split_gain=2030.35 799.041 482.778 173.562 112.802 118.46 109.76 95.7624 200.012 106.595 249.727 125.217 79.8791 67.6777 50.0767
threshold=0.31392000000000003 0.18595000000000003 0.08252000000000001 0.089430000000000023 -0.082634999999999986 -0.41343999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 -0.12077499999999998 -0.10934999999999999 -0.10566999999999999 0.008570000000000003 0.086175000000000015 0.0098450000000000013 -0.015474999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -2 13 -4 8 -1 10 -10 -11 -9 -6 -8
right_child=4 -3 6 -5 5 -7 14 12 9 11 -12 -13 -14 -15 -16
leaf_value=0.011513735445491554 0.010222915484688299 0.005498728944357165 0.0073266585569125211 0.010800247431238792 0.0056166995508727157 0.0029861866516122291 0.010317152502879776 0.020977942773179263 0.018640328902954272 0.017139708903924106 0.011088949889913829 0.014761125974528434 0.016699724657148113 0.010124416844291814 0.014131829595067426
leaf_weight=82 86 75 52 54 71 86 56 89 77 1659 106 261 89 65 94
leaf_count=82 86 75 52 54 71 86 56 89 77 1659 106 261 89 65 94
internal_value=0 0.0157679 0.016062 0.016458 0.00711999 0.00591781 0.0113228 0.0165873 0.0164039 0.0165945 0.0142665 0.0168164 0.018839 0.00777137 0.0127079
internal_weight=0 2694 2619 2417 308 222 202 2363 2185 2103 183 1920 178 136 150
internal_count=3002 2694 2619 2417 308 222 202 2363 2185 2103 183 1920 178 136 150
is_linear=0
shrinkage=0.00319068


Tree=235
num_leaves=26
num_cat=0
split_feature=2 3 3 124 2 3 2 39 0 16 3 2 0 0 156 0 0 3 3 0 16 51 16 16 16
split_gain=1770.75 863.893 421.624 303.665 241.352 152.298 131.246 130.852 112.877 154.308 175.54 109.111 85.454 76.3344 46.8313 45.9201 34.3285 31.4788 29.3946 25.812 23.3172 19.4041 12.5513 10.991 3.11158
threshold=0.13388500000000003 -0.046079999999999989 0.28833000000000003 -1.0000000180025095e-35 0.10433000000000002 0.25089000000000006 -1.0000000180025095e-35 0.098380000000000009 -0.06952499999999999 0.070590000000000014 -0.096949999999999995 0.10510500000000002 -0.14867499999999997 0.032970000000000006 0.07881500000000001 -0.10726999999999999 -0.21196999999999996 -0.081864999999999979 -0.080594999999999986 -0.05937499999999999 -0.034884999999999992 0.0064150000000000014 0.022165000000000004 0.46043000000000006 -0.097664999999999988
decision_type=2 2 2 2 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 14 7 -3 19 11 10 -10 12 -1 23 20 -14 -6 -13 21 -2 24 -17 -20 -11 -5
right_child=5 2 -4 4 16 -7 -8 -9 9 13 -12 17 15 -15 -16 18 -18 -19 22 -21 -22 -23 -24 -25 -26
leaf_value=0.019833751783777529 0.0076494096499911375 0.006077060249497241 0.0039450774271664203 0.014404697720521458 0.0083779069061663512 0.0016418273461201096 0.01138372531326865 0.0032147951551673151 0.0084735807470483551 0.015055409808152672 0.014730337408707493 0.011101888057177907 0.01346555584674356 0.018012196566258437 0.017734313017211914 0.016484646453012883 0.011710063191454352 0.014509098259849579 0.015643188946078697 0.010598642467586355 0.016220499431829381 0.014938803407071861 0.014292692819845704 0.013141335071660258 0.013318586087447248
leaf_weight=57 59 84 67 52 52 66 99 54 81 65 95 53 70 89 74 935 72 53 386 57 66 87 82 54 54
leaf_count=57 59 84 67 52 52 66 99 54 81 65 95 53 70 89 74 935 72 53 386 57 66 87 82 54 54
internal_value=0 0.0145812 0.0113419 0.012238 0.0138651 0.00566736 0.00894806 0.00723002 0.0155344 0.0140031 0.011851 0.0158757 0.0160769 0.015824 0.0156554 0.0159396 0.010313 0.0128058 0.0160558 0.00909889 0.0147609 0.0163531 0.0154066 0.0141871 0.0138517
internal_weight=0 2727 620 553 370 236 183 170 2107 384 176 1723 1617 208 246 1560 124 106 1490 116 172 1022 468 119 106
internal_count=2963 2727 620 553 370 236 183 170 2107 384 176 1723 1617 208 246 1560 124 106 1490 116 172 1022 468 119 106
is_linear=0
shrinkage=0.00312183


Tree=236
num_leaves=29
num_cat=0
split_feature=1 3 1 123 2 2 2 2 1 3 2 150 2 0 43 3 15 157 1 42 2 3 150 0 0 3 42 15
split_gain=5055.33 971.293 376.602 287.166 257.435 180.224 152.76 141.655 117.263 129.471 89.3734 64.5219 59.4519 54.9892 52.7337 49.5871 31.6759 26.4248 26.3394 24.8512 21.5352 21.1581 19.4754 28.6871 13.1612 10.2716 8.58093 3.94106
threshold=0.10378000000000001 -0.064349999999999991 0.12313000000000002 1.0000000180025095e-35 0.11426500000000002 0.098655000000000007 0.14132000000000003 -1.0000000180025095e-35 0.087545000000000026 -0.14326499999999995 0.079570000000000016 0.084800000000000014 0.13226500000000005 -0.079249999999999987 -0.078169999999999976 -0.091034999999999991 0.050935000000000008 -1.0000000180025095e-35 0.090795000000000015 0.084805000000000005 0.10325000000000002 -0.083254999999999982 0.090695000000000012 -0.14606999999999998 -0.070304999999999992 -0.072864999999999985 0.088125000000000023 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 11 5 19 8 7 -4 9 -1 18 14 16 22 -3 -15 17 -7 26 -2 -19 -20 23 -11 -17 -22 -10 -23
right_child=1 2 6 -5 -6 12 -8 -9 10 13 -12 -13 -14 15 -16 24 -18 20 21 -21 25 27 -24 -25 -26 -27 -28 -29
leaf_value=0.016483762268044707 0.010008913233556013 0.0046371635042250642 0.00026873380384697645 0.0082187195213310194 0.0052384903945053869 0.012630557339454812 -0.0010337417009438654 0.0050089148338789838 0.013879055373151943 0.01537631664914022 0.0091638518681446887 0.0037028668640257758 0.0090265394755282332 0.010165039140909627 0.0076426203402291107 0.01239451825343198 0.013066770652738808 0.0096774978345604019 0.010644528220092013 0.011942433152248716 0.01186185859513114 0.012866476446574406 0.012354011148157831 0.013560960373342089 0.013890114806566054 0.010560482292822984 0.012610124478495863 0.012109305264508523
leaf_weight=82 72 55 69 81 62 76 103 79 78 54 54 72 52 52 90 104 87 56 52 85 106 68 72 938 52 54 53 105
leaf_count=82 72 55 69 81 62 76 103 79 78 54 54 72 52 52 90 104 87 56 52 85 106 68 72 938 52 54 53 105
internal_value=0 0.00520808 0.00324217 0.0126885 0.00940907 0.0128535 0.00122618 0.00279914 0.0131959 0.0135389 0.0120629 0.00557391 0.011452 0.0133491 0.0065028 0.0122113 0.0117847 0.0114026 0.0125026 0.0110559 0.0109704 0.0119998 0.0135715 0.0136598 0.0128932 0.0114228 0.0133659 0.0124071
internal_weight=0 687 468 2276 219 2195 251 148 1764 1354 410 217 431 1272 145 208 379 292 356 157 216 225 1064 992 156 160 131 173
internal_count=2963 687 468 2276 219 2195 251 148 1764 1354 410 217 431 1272 145 208 379 292 356 157 216 225 1064 992 156 160 131 173
is_linear=0
shrinkage=0.00241684


Tree=237
num_leaves=22
num_cat=0
split_feature=4 3 39 2 12 4 3 48 39 12 52 13 4 43 2 1429 48 16 12 52 15
split_gain=2489.92 978.345 594.203 186.808 151.135 159.89 140.476 124.935 70.2498 69.6761 61.6978 55.3216 59.5125 46.5553 44.8266 36.1641 34.869 29.3204 25.7666 19.1938 14.1607
threshold=0.31392000000000003 0.28833000000000003 0.08252000000000001 0.10085000000000001 0.086085000000000009 -0.022529999999999998 0.31819000000000003 0.092265000000000014 0.10096000000000001 0.11755500000000001 -0.087094999999999992 -0.14847499999999997 0.020110000000000006 -0.073079999999999992 0.11504500000000002 0.084845000000000018 -0.0020199999999999997 -0.33811499999999994 0.095775000000000013 -0.43279999999999996 -0.084904999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 -5 8 10 13 18 -4 -1 15 -2 -15 16 -13 -14 -6 -20 -19
right_child=6 -3 7 4 9 -7 -8 -9 -10 -11 -12 12 17 14 -16 -17 -18 20 19 -21 -22
leaf_value=0.017323107474464555 0.0059670007894866307 0.0041794006584272275 0.013233419354924024 0.013323362170054209 0.015303237940712195 0.0068535678879545472 0.0024477091272787875 0.006605025416338812 0.0042210511718080964 0.011201063646372267 0.0097169044114523376 0.016571986134520461 0.014812117680504515 0.010198847785031018 0.0071200859608113714 0.013297057667680103 0.014811413736501237 0.013362165672863935 0.014985058322763143 0.013098286761908435 0.011679792032781244
leaf_weight=54 78 71 55 52 100 52 60 61 54 63 89 81 61 59 71 102 1481 80 52 127 60
leaf_count=54 78 71 55 52 100 52 60 61 54 63 89 81 61 59 71 102 1481 80 52 127 60
internal_value=0 0.0137311 0.0139949 0.0143642 0.0128431 0.0100887 0.00604843 0.00973466 0.00687292 0.0136806 0.0110602 0.0147177 0.0146422 0.00756125 0.00851758 0.0148043 0.0149027 0.0133003 0.0142404 0.0136466 0.0126413
internal_weight=0 2641 2570 2365 446 104 322 205 262 342 144 1919 1865 208 130 1664 1562 201 279 179 140
internal_count=2963 2641 2570 2365 446 104 322 205 262 342 144 1919 1865 208 130 1664 1562 201 279 179 140
is_linear=0
shrinkage=0.00260828


Tree=238
num_leaves=36
num_cat=0
split_feature=1 2 12 2 4 12 1 12 11 2 2 12 4 1 49 15 2 0 4 1429 12 151 0 475 15 159 4 4 49 4 4 4 0 0 403
split_gain=4345.26 701.535 669.327 330.197 298.266 212.456 165.344 171.244 168.597 97.0383 110.049 86.3038 64.8517 63.7012 46.8449 59.9192 38.9646 32.7181 31.0378 29.7089 22.2705 22.0179 19.4626 18.9268 23.7586 18.2783 21.4978 16.7593 15.6814 5.9881 4.26636 4.19122 3.52371 1.9425 0.577468
threshold=0.10378000000000001 0.14132000000000003 0.085075000000000026 0.10052500000000002 0.27020000000000005 -0.032329999999999991 0.087545000000000026 0.084805000000000005 0.074925000000000005 -0.0050599999999999994 0.10605000000000002 0.11755500000000001 0.059230000000000012 0.14228000000000005 -0.038669999999999989 -0.41725999999999991 0.091570000000000012 -0.051824999999999989 -0.011369999999999998 0.084770000000000012 0.094045000000000004 -0.081049999999999997 -0.089594999999999994 -0.0052149999999999992 0.050935000000000008 0.082975000000000007 -0.013049999999999997 -0.085594999999999991 0.089015000000000025 -0.064209999999999989 -0.072004999999999986 0.052250000000000012 -0.076734999999999984 -0.083694999999999978 -0.036619999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 6 17 -5 8 18 16 -2 -11 12 23 -3 -12 -16 19 -4 -8 21 30 22 -1 -7 28 26 32 -23 -25 -22 34 -28 -18 -32 -9
right_child=1 13 4 5 -6 11 7 20 -10 10 14 -13 -14 -15 15 -17 25 -19 -20 -21 29 27 -24 24 -26 -27 31 -29 -30 -31 33 -33 -34 -35 -36
leaf_value=0.019998514569742318 0.003381685973471076 0.002789669740918078 0.014205797003702668 0.0081544538657062574 0.0066553923807056766 0.017758022783247764 0.0098507555750057194 0.016961981494944458 0.021642582768272554 0.01092673878921753 0.0081962376753776361 0.011125375719497361 0.012780881366527993 -0.0016406911568705026 0.0075085522442135512 0.003223103793358776 0.016851131413448649 0.017204819031007366 0.013177576141991311 0.015401831317289663 0.015667100318016932 0.017960475338701726 0.017600738129705258 0.013477374333475676 0.017208075439382468 0.017637642447051932 0.015167071537089575 0.016916381454906482 0.01587374157300387 0.014253361137503518 0.016746423255732064 0.013905994689334173 0.015918936986966566 0.015861847882032855 0.017473978580069306
leaf_weight=56 101 61 91 61 52 52 52 53 80 56 62 62 80 68 53 83 80 60 60 80 72 210 85 53 58 56 55 569 56 52 52 52 86 52 52
leaf_count=56 101 61 91 61 52 52 52 53 80 56 62 62 80 68 53 83 80 60 60 80 72 210 85 53 58 56 55 569 56 52 52 52 86 52 52
internal_value=0 0.0070699 0.00859932 0.0161025 0.0131584 0.0135891 0.0166746 0.0150013 0.0172031 0.00599217 0.00703006 0.0145073 0.0152084 0.000454025 0.0059278 0.00489342 0.0169358 0.0153977 0.0116333 0.0172454 0.016134 0.0174057 0.0185533 0.0160951 0.015577 0.0159947 0.0156576 0.0171979 0.0147088 0.0150745 0.0167625 0.0145545 0.0163684 0.0163045 0.0172159
internal_weight=0 687 558 2276 203 422 1854 445 1409 355 254 361 299 129 198 136 1329 151 112 1000 333 920 141 219 167 329 273 779 109 124 209 107 166 104 105
internal_count=2963 687 558 2276 203 422 1854 445 1409 355 254 361 299 129 198 136 1329 151 112 1000 333 920 141 219 167 329 273 779 109 124 209 107 166 104 105
is_linear=0
shrinkage=0.00314775


Tree=239
num_leaves=22
num_cat=0
split_feature=1 52 52 151 150 42 39 16 12 1 1447 1429 50 1 12 1 12 1 130 402 49
split_gain=162.14 81.6053 85.3785 30.9277 33.6628 29.7873 30.0533 28.341 37.3951 26.6421 25.2992 28.2656 23.6216 17.563 21.9358 14.5542 15.0404 14.1039 13.6747 13.0918 4.04815
threshold=0.10075500000000003 -0.41694999999999993 -0.16495999999999997 -0.083379999999999996 0.094620000000000024 0.081605000000000025 0.089285000000000017 -0.23389999999999997 -1.0000000180025095e-35 0.11253000000000001 -0.086059999999999984 0.084770000000000012 0.12170000000000002 0.11392000000000001 -1.0000000180025095e-35 0.086115000000000011 0.08401500000000002 0.11539500000000001 -0.083579999999999988 0.09253500000000002 -0.0094899999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 15 10 7 9 13 -9 -7 -5 12 18 -4 -15 16 -1 -10 -12 -20 -18
right_child=1 2 5 4 -6 6 -8 8 17 -11 11 -13 -14 14 -16 -17 20 -19 19 -21 -22
leaf_value=0.013130968883671825 0.0099949935123802049 -0.0033517228609103063 0.0082140135400523857 0.011054976598803817 0.0035037158905941563 0.0046946307585757786 0.0029559963343524297 -0.0011388264574205109 0.0063704505939718358 0.010422199941705262 0.010558306191161789 0.0040284779009959583 0.0036908163146685555 0.006663798375983505 0.00078289318116305125 0.0071206937641791236 0.0080430565513013204 0.0020601608750663762 0.0074822605772312534 0.0092540593338850292 0.01042308640233114
leaf_weight=70 92 67 56 87 84 58 75 101 60 80 73 92 59 53 52 60 53 66 1359 198 68
leaf_count=70 92 67 56 87 84 58 75 101 60 80 73 92 59 53 52 60 53 66 1359 198 68
internal_value=0 0.00431606 0.00353382 0.00776127 0.00748788 0.00430155 0.00623428 0.00324036 0.00177611 0.00801546 0.007667 0.00750146 0.0076906 0.00530443 0.003752 0.00988712 0.0107558 0.00411322 0.00783533 0.00770762 0.00938116
internal_weight=0 760 668 2203 1952 601 213 388 227 138 1868 1781 1689 161 105 251 191 126 1630 1557 121
internal_count=2963 760 668 2203 1952 601 213 388 227 138 1868 1781 1689 161 105 251 191 126 1630 1557 121
is_linear=0
shrinkage=0.00643116


Tree=240
num_leaves=22
num_cat=0
split_feature=1 1 12 3 4 4 4 3 11 3 1 16 3 39 3 4 3 3 3 3 43
split_gain=2255.41 524.191 278.291 158.041 153.806 117.898 115.794 115.643 86.369 157.744 83.0393 94.8216 81.6023 71.6922 70.3838 35.204 34.1924 40.3232 26.0875 18.3229 16.7241
threshold=0.12313000000000002 0.10075500000000003 0.085465000000000013 0.28833000000000003 0.27998000000000006 0.046185000000000004 0.046185000000000004 0.040040000000000006 1.0000000180025095e-35 -0.12711499999999995 0.083670000000000008 -0.46591499999999991 0.11995000000000001 0.085190000000000016 0.093925000000000022 -0.15366499999999997 0.0035100000000000005 -0.024819999999999998 -0.074234999999999982 -0.082094999999999987 -0.073079999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 4 -2 8 19 13 9 -1 11 -7 -9 -3 16 -10 17 -11 -13 -4 -6
right_child=3 2 6 -5 20 10 -8 12 15 14 -12 18 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0098525187857692095 0.0095787374446101008 0.0043268644488501564 0.01685189264318869 0.0014980715424736573 0.0030139631302383836 0.017045971593493282 0.011009010809577002 0.014263122505768009 0.01618892272460639 0.01538056937984284 0.0098923182323063866 0.013822675230837481 0.0089200955364113679 0.008924988832872547 0.012337310059947745 0.019781880321997795 0.017348132679402446 0.01256473413938753 0.011310170116499525 0.014424980380674746 0.0054017201545026022
leaf_weight=55 95 52 76 83 59 70 78 55 54 1545 62 90 58 94 78 54 84 52 75 52 57
leaf_count=55 95 52 76 83 59 70 78 55 54 1545 62 90 58 94 78 54 84 52 75 52 57
internal_value=0 0.0143349 0.0113022 0.00517055 0.00661502 0.0149704 0.0140272 0.00913469 0.0152552 0.0150926 0.0131278 0.0139812 0.011521 0.00728753 0.0152564 0.0179857 0.0153918 0.0152889 0.0126808 0.0158662 0.00418755
internal_weight=0 2684 465 294 211 2219 206 259 1922 1814 297 235 113 146 1759 108 1681 1597 165 128 116
internal_count=2978 2684 465 294 211 2219 206 259 1922 1814 297 235 113 146 1759 108 1681 1597 165 128 116
is_linear=0
shrinkage=0.00314111


Tree=241
num_leaves=27
num_cat=0
split_feature=1 1 2 150 2 2 1 123 2 14 11 1 16 1 2 16 15 0 1447 16 160 2 2 42 128 50
split_gain=2838.42 471.045 325.336 252.37 247.899 215.84 156.605 113.789 110.825 98.729 78.3394 124.801 66.4227 35.2842 45.8019 26.9069 18.4248 17.4635 17.2612 24.871 16.204 11.7997 11.4901 10.9044 4.31389 2.85284
threshold=0.10921500000000002 0.12313000000000002 0.092250000000000013 0.082085000000000019 1.0000000180025095e-35 -1.0000000180025095e-35 0.15390500000000004 0.087855000000000016 0.13018000000000005 0.073890000000000011 1.0000000180025095e-35 0.088470000000000007 -0.38959499999999997 0.080320000000000016 1.0000000180025095e-35 0.18879500000000002 -0.065984999999999988 -0.06563999999999999 -0.086254999999999984 0.014185000000000001 0.0065900000000000012 0.089025000000000007 0.11806500000000002 0.089785000000000018 0.10185500000000001 0.089390000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 8 17 -1 7 12 10 13 11 15 -3 18 23 20 -17 -2 -7 21 -4 -20 -6 24 -15 -25
right_child=1 6 3 -5 22 9 -8 -9 -10 -11 -12 -13 -14 14 -16 16 -18 -19 19 -21 -22 -23 -24 25 -26 -27
leaf_value=0.011014165316602246 0.014671500896699528 0.0048307754663811349 0.014093678105080911 0.0085202732431550535 0.0066103860195034598 0.017223548355479328 5.6613286354150707e-05 0.0028289469580512028 0.0094780278358519085 0.018873945851079106 0.016469418848916204 0.010265014274618726 0.008623753319756464 0.015772944305473675 0.012794832701974398 0.013944383365949527 0.011742724801349956 0.012285441124466851 0.015907179845435947 0.014110954205973258 0.015494690903202615 0.015007841761920321 0.0082862822114688432 0.014245476388857425 0.014813136829498906 0.015001707430471736
leaf_weight=96 52 67 304 94 60 57 52 82 52 70 86 86 93 172 87 67 62 52 641 89 91 154 82 99 53 78
leaf_count=96 52 67 304 94 60 57 52 82 52 70 86 86 93 172 87 67 62 52 641 89 91 154 82 99 53 78
internal_value=0 0.00710864 0.0144651 0.0130047 0.010073 0.0152355 0.00462817 0.00561036 0.0135682 0.0155056 0.0138738 0.0135078 0.00703564 0.0153407 0.0147071 0.0140399 0.0128865 0.0134788 0.0156699 0.0155697 0.0144165 0.015733 0.00757838 0.0151208 0.015547 0.0145789
internal_weight=0 540 2438 842 246 1596 294 242 748 1500 696 610 160 1430 489 524 129 104 941 884 395 795 142 402 225 177
internal_count=2978 540 2438 842 246 1596 294 242 748 1500 696 610 160 1430 489 524 129 104 941 884 395 795 142 402 225 177
is_linear=0
shrinkage=0.00290316


Tree=242
num_leaves=33
num_cat=0
split_feature=1 3 2 2 2 2 12 2 2 1 12 12 41 2 3 1 2 43 1 1 12 3 12 42 51 133 2 3 130 403 12 1
split_gain=5755.69 1188.85 427.405 354.003 418.181 349.684 253.329 216.659 150.146 126.815 103.681 90.6106 73.3427 65.0732 63.4077 60.2424 60.208 58.0121 35.8972 33.5542 20.5037 15.7808 23.69 15.7384 14.4873 14.4496 13.9469 8.15052 7.31891 6.31416 5.62968 4.99705
threshold=0.10442000000000001 -0.055389999999999988 0.092385000000000009 0.14253500000000002 -1.0000000180025095e-35 0.11426500000000002 0.056995000000000011 -1.0000000180025095e-35 0.10859000000000001 0.088470000000000007 -1.0000000180025095e-35 0.11878500000000002 0.075585000000000013 0.17553000000000005 -0.14186499999999996 0.083670000000000008 0.085835000000000009 -0.078844999999999985 0.11805500000000001 0.10956 0.088245000000000004 -0.096599999999999991 0.095815000000000011 0.089785000000000018 -0.085564999999999988 -1.0000000180025095e-35 0.10019000000000002 -0.080694999999999975 -0.004729999999999999 0.083770000000000011 0.090335000000000013 0.092395000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 4 17 18 9 -1 -6 -4 -10 14 15 -5 -8 20 23 -3 19 -2 24 -16 27 30 -9 -26 -24 -23 -22 -30 -17 -25
right_child=1 3 6 13 8 -7 11 12 10 -11 -12 -13 -14 -15 21 16 -18 -19 -20 -21 28 22 26 31 25 -27 -28 -29 29 -31 -32 -33
leaf_value=0.013388056897429043 0.014519868162116563 0.0041626867043147884 0.014832819575939528 0.0030266459301791391 0.012287910410234106 0.0077988273554462787 0.019256573633523934 0.019780500580871902 0.0046172379348312521 0.010401590425010281 0.0090966795200206514 0.013016237643022392 0.020958070009245447 -0.0012730935389506219 0.014840992180206451 0.0183066662455614 0.014752405455700838 0.00010212707827009714 0.013231690102975268 0.017544760374796367 0.018595634584513583 0.017740248212433991 0.016730166342800754 0.017530170991062941 0.018884966167064792 0.018043106128066512 0.015228303214414934 0.016601990352877519 0.017240001920393173 0.018293643474466464 0.017392465407096613 0.016513196662256209
leaf_weight=78 57 52 95 52 63 70 59 65 63 96 97 58 61 52 52 144 69 52 53 52 55 88 73 56 278 336 125 102 184 56 79 106
leaf_count=78 57 52 95 52 63 70 59 65 63 96 97 58 61 52 52 144 69 52 53 52 55 88 73 56 278 336 125 102 184 56 79 106
internal_value=0 0.00791515 0.0169983 0.00524472 0.00663391 0.0128761 0.0153076 0.0178053 0.00873301 0.0126058 0.00733308 0.0162341 0.0180366 0.000876497 0.016608 0.0179118 0.0170931 0.00213269 0.0150697 0.0159632 0.0182934 0.0162528 0.0164419 0.0175126 0.0185542 0.0184243 0.0157822 0.0171293 0.017693 0.017486 0.0179829 0.0168649
internal_weight=0 663 2315 431 327 232 748 1567 223 191 160 557 1489 104 499 1428 454 104 162 109 974 440 388 385 679 614 198 190 295 240 223 162
internal_count=2978 663 2315 431 327 232 748 1567 223 191 160 557 1489 104 499 1428 454 104 162 109 974 440 388 385 679 614 198 190 295 240 223 162
is_linear=0
shrinkage=0.00271801


Tree=243
num_leaves=22
num_cat=0
split_feature=1 2 457 132 1 4 11 10 157 2 14 49 1 51 43 1 157 15 157 15 160
split_gain=289.123 71.0981 59.1349 50.3386 48.323 44.2605 35.2137 42.9065 30.0874 27.4891 20.2181 27.5106 28.5153 19.7158 19.242 20.9024 16.6549 24.3249 15.6915 9.28777 6.05766
threshold=0.12313000000000002 0.092250000000000013 0.092330000000000009 0.084790000000000018 0.15390500000000004 0.27258000000000004 0.080455000000000013 -1.0000000180025095e-35 0.0029950000000000007 0.10859000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13831000000000002 0.11024000000000002 -0.14839499999999997 0.10378000000000001 -0.0091799999999999989 0.050935000000000008 -0.084114999999999981 0.085665000000000005 -0.043349999999999993
decision_type=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 10 8 7 -1 16 -5 -2 -12 -13 14 19 18 20 -18 -16 -9 -3
right_child=4 2 -4 9 -6 -7 -8 13 -10 -11 11 12 -14 -15 15 -17 17 -19 -20 -21 -22
leaf_value=0.003295843135585451 0.0048718923130772968 0.0065371566924885488 0.00037729364374613383 0.005016548726608794 -0.0028726755180006596 0.0030953090111393864 0.010782278898739915 0.010710902278061207 0.0090385264306338114 0.00030896562810906131 0.0045001078419780391 -0.0015758511397226398 0.0029939565086568999 0.0043773667726188913 0.0089289003825194536 0.0047769941184461042 0.0049191369933345329 0.0071778223289692853 0.0070646804355022656 0.0077921340456749292 0.0086866101972551957
leaf_weight=73 56 56 52 61 52 99 59 52 101 57 53 77 56 60 118 88 306 180 1199 52 71
leaf_count=73 56 56 52 61 52 99 59 52 101 57 53 77 56 60 118 88 306 180 1199 52 71
internal_value=0 0.00647898 0.00543548 0.00571794 0.00138869 0.00614967 0.00708198 0.00694899 0.0065731 0.00274299 0.00230457 0.00153133 0.000347887 0.00711893 0.0072279 0.00707804 0.0061668 0.00575579 0.00723175 0.00925202 0.00773923
internal_weight=0 2684 983 931 294 813 1701 1642 714 118 242 186 133 1569 1509 1405 613 486 1317 104 127
internal_count=2978 2684 983 931 294 813 1701 1642 714 118 242 186 133 1569 1509 1405 613 486 1317 104 127
is_linear=0
shrinkage=0.00487287


Tree=244
num_leaves=19
num_cat=0
split_feature=3 4 2 130 49 49 457 2 12 39 3 39 15 51 1 2 3 12
split_gain=204.503 97.9635 38.234 40.3445 37.3373 34.6933 40.065 31.5382 82.5847 31.4681 26.6759 25.9898 25.0025 17.3652 13.2834 29.9573 21.7044 8.67185
threshold=0.3148450000000001 0.27258000000000004 0.092385000000000009 -0.0009549999999999999 1.0000000180025095e-35 -0.089614999999999986 0.067035000000000011 -0.0098549999999999974 -0.0066799999999999993 0.08252000000000001 -0.010434999999999998 0.088025000000000006 -0.10271999999999999 0.11024000000000002 0.080320000000000016 0.087245000000000003 -0.11749 0.056995000000000011
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 10 -5 9 -1 -9 12 17 -12 -7 14 16 -16 -10 -3
right_child=-2 4 3 5 -6 6 -8 8 13 -11 11 -13 -14 -15 15 -17 -18 -19
leaf_value=0.0034338291079115762 -0.0023842802019599148 0.0048741934913291932 0.00069696736421301722 0.0085832601126353859 0.0062458747265419709 0.008754326305276167 0.00065313476314478552 0.012712498270863617 0.0095451957860272427 0.0018916171837738802 0.0023638827248192995 -0.0024570172325487629 0.0052382600119587602 0.003593047817689311 0.0060594243699386369 0.001967904688915023 0.0064677066245902581 0.0019980833039676868
leaf_weight=100 90 58 56 73 60 59 55 53 65 68 60 58 561 65 515 52 877 53
leaf_count=100 90 58 56 73 60 59 55 53 65 68 60 58 561 65 515 52 877 53
internal_value=0 0.00547613 0.00579155 0.00491468 0.00263941 0.00520407 0.00487199 0.00623426 0.00640635 0.00520917 0.00169425 -5.24757e-06 0.00557294 0.00619398 0.00630597 0.00568428 0.00668012 0.00350141
internal_weight=0 2888 2599 872 289 816 743 1727 1627 688 229 118 620 1574 1509 567 942 111
internal_count=2978 2888 2599 872 289 816 743 1727 1627 688 229 118 620 1574 1509 567 942 111
is_linear=0
shrinkage=0.00513542


Tree=245
num_leaves=18
num_cat=0
split_feature=4 147 52 14 12 40 2 15 15 2 2 15 1428 12 13 133 13
split_gain=173.404 78.5352 62.7328 54.4582 43.3959 56.9957 57.7505 35.8715 34.4898 33.7442 29.8025 28.9265 25.6529 22.0049 20.2218 36.9367 26.3781
threshold=0.31392000000000003 0.090890000000000012 0.056265000000000009 0.073890000000000011 -1.0000000180025095e-35 -0.0020749999999999996 -0.0050599999999999994 -0.46483499999999994 -0.2987999999999999 0.13881000000000002 0.096325000000000008 -0.047859999999999993 0.088075000000000014 0.082425000000000012 0.032645000000000007 -0.0078599999999999972 -0.010655
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 5 6 -1 -2 -9 12 -8 -10 14 -5 16 -16 -6
right_child=2 -3 -4 13 9 -7 10 8 11 -11 -12 -13 -14 -15 15 -17 -18
leaf_value=-0.00040582202798853577 0.0031658911379971511 -0.0015819534111446889 0.0058168978276797239 0.011658747534656145 0.0051694260963489492 -0.0013399667795467416 0.0096843475474670346 -0.0043016018254654681 0.0029101237666151083 0.0013881451349638824 0.0043571269619985713 -0.0026343696934217403 0.0090548364933789195 0.0066622545212063743 0.00022341407910190614 0.0050233114921573677 0.0066873796604094496
leaf_weight=52 66 52 62 52 1357 69 52 80 63 64 82 52 58 55 62 224 466
leaf_count=52 66 52 62 52 1357 69 52 80 63 64 82 52 58 55 62 224 466
internal_value=0 0.00511244 0.000841545 0.00524671 0.00508123 0.0029304 0.00451488 -0.000340115 -0.00152706 0.00532704 0.00642485 0.000402538 0.00544334 0.00909101 0.00534399 0.00398298 0.00555748
internal_weight=0 2645 323 2593 2486 255 186 261 195 2231 134 115 2167 107 2109 286 1823
internal_count=2968 2645 323 2593 2486 255 186 261 195 2231 134 115 2167 107 2109 286 1823
is_linear=0
shrinkage=0.00550236


Tree=246
num_leaves=25
num_cat=0
split_feature=4 1452 1 1 4 4 47 12 16 43 4 43 4 1 2 12 12 457 2 12 4 4 12 12
split_gain=119.95 55.796 54.7559 50.5228 42.0351 62.376 40.4022 33.9291 41.1471 18.7994 18.0814 41.6694 39.2498 16.8065 55.2638 20.3289 14.5666 15.5402 15.3249 11.8109 10.4021 7.14653 5.7233 3.09144
threshold=0.31392000000000003 0.087675000000000017 0.10378000000000001 0.10711500000000002 -0.045759999999999988 0.082475000000000007 0.085585000000000008 0.099170000000000022 -0.23389999999999997 -1.0000000180025095e-35 -0.111135 -0.081454999999999986 -0.46195999999999998 0.089605000000000018 0.090640000000000012 -0.063029999999999989 0.083885000000000015 0.085230000000000014 0.084450000000000011 0.087745000000000004 0.42642000000000008 -0.050244999999999991 0.089505000000000015 0.094600000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 -5 6 -6 8 9 -2 11 -1 -13 15 21 -12 18 -18 -17 -3 -11 23 -23 -15
right_child=7 19 3 4 5 -7 -8 -9 -10 20 13 12 -14 14 -16 16 17 -19 -20 -21 -22 22 -24 -25
leaf_value=-0.00017378510223671113 0.00076602646892175077 0.01147370554448366 -0.0028309991223150551 0.0071925196113031709 -0.0025638931355161047 0.0076553079108348842 0.0036310903096846724 -0.0035492453203607001 -0.0023770014264833956 0.0031274211913410936 0.0092696219178827165 0.0082214149691856881 0.0019684584685740912 0.00318191829220122 -0.0016578227108805374 0.0059642694464232763 0.0054761512784417691 0.0089146036870369153 0.0023161360337143719 0.007237931941238656 0.0068514074640414185 0.0072589277758872061 0.0046995931755927185 0.0050869960074403035
leaf_weight=83 75 52 60 86 96 58 73 58 70 67 55 85 74 70 57 75 1295 54 115 52 53 78 62 65
leaf_count=83 75 52 60 86 96 58 73 58 70 67 55 85 74 70 57 75 1295 54 115 52 53 78 62 65
internal_value=0 0.00485006 0.0046656 0.00244408 0.00345549 0.0020394 0.00011165 0.000798351 0.00175015 0.00323204 0.00504777 0.00343001 0.00531166 0.00525101 0.00396566 0.00551868 0.00538459 0.00561384 0.00375654 0.00935646 0.00477274 0.0051315 0.00612599 0.00409967
internal_weight=0 2645 2541 373 313 227 169 323 265 195 2168 242 159 1926 332 1594 1539 1349 190 104 120 275 140 135
internal_count=2968 2645 2541 373 313 227 169 323 265 195 2168 242 159 1926 332 1594 1539 1349 190 104 120 275 140 135
is_linear=0
shrinkage=0.00627615


Tree=247
num_leaves=26
num_cat=0
split_feature=4 12 3 43 43 15 4 16 13 3 14 12 0 43 0 16 4 0 4 0 13 16 16 43 3
split_gain=2858.46 891.685 452.588 293.505 306.237 233.085 159.996 207.352 146.816 97.6933 90.7662 85.5009 83.5442 81.7666 65.4335 51.1071 46.2904 26.1782 23.8301 25.2941 20.6432 28.913 14.4156 11.8964 10.4365
threshold=0.31392000000000003 0.056995000000000011 0.28833000000000003 -0.041049999999999996 -0.09884999999999998 0.13592500000000005 -0.15615999999999999 -0.0057949999999999989 -0.026489999999999996 0.31395500000000004 0.076450000000000004 0.095920000000000019 -0.11262999999999999 -1.0000000180025095e-35 -0.098749999999999991 -0.082119999999999985 0.00059000000000000014 -0.074679999999999983 0.036605000000000006 -0.085674999999999987 -0.049464999999999988 -0.04040499999999999 -0.13895999999999997 -0.0083799999999999986 -0.115685
decision_type=2 2 2 2 2 2 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 -5 15 -6 13 11 12 -3 17 -15 -8 20 -2 19 -14 21 -13 -20 -18 -22
right_child=9 5 -4 6 8 -7 7 -9 -10 -11 -12 16 18 14 -16 -17 23 -19 22 -21 24 -23 -24 -25 -26
leaf_value=0.013110508217320222 0.00036611302999404874 0.010242306544702958 0.0015133983448260859 0.015970656982164697 0.0086142650275255767 0.0075866065668115509 0.011264449800560895 0.0062677819189436729 0.0019412766614540081 -0.00073681482741050092 0.017445909132233962 0.01368045932907491 0.015040074074651202 0.007281572184039891 0.002845681407120112 0.01509931466130441 0.010545938027415163 0.0032789027760100264 0.014055681226938035 0.014116954387792487 0.015093724244804183 0.010522719850845906 0.01168923704110917 0.012283981231707146 0.013505972471041659
leaf_weight=63 63 52 67 85 56 60 77 68 81 63 71 65 470 77 59 64 94 61 52 823 56 53 52 69 167
leaf_count=63 63 52 67 85 56 60 77 68 81 63 71 65 470 77 59 64 94 61 52 823 56 53 52 69 167
internal_value=0 0.0127879 0.00924184 0.01029 0.00732836 0.0137425 0.0123045 0.0108134 0.00466917 0.0028028 0.0139249 0.0137969 0.0141881 0.0036606 0.00535743 0.0130053 0.0126721 0.00179929 0.014335 0.0144525 0.0133366 0.0122624 0.0128728 0.0112819 0.0139048
internal_weight=0 2645 561 494 200 2084 294 209 137 323 2024 1953 1449 260 136 141 504 124 1397 1293 341 118 104 163 223
internal_count=2968 2645 561 494 200 2084 294 209 137 323 2024 1953 1449 260 136 141 504 124 1397 1293 341 118 104 163 223
is_linear=0
shrinkage=0.00316857


Tree=248
num_leaves=17
num_cat=0
split_feature=4 147 9 14 160 0 0 457 457 4 0 4 11 147 14 42
split_gain=114.837 55.9182 59.561 47.6597 35.9866 30.0076 76.1346 26.5609 28.3884 25.9179 18.2747 17.925 15.3008 21.2701 32.2842 7.06847
threshold=0.31392000000000003 0.090890000000000012 -1.0000000180025095e-35 0.064610000000000015 -0.077899999999999983 -0.13165999999999997 -0.14920999999999998 0.085130000000000025 0.018630000000000004 0.0019650000000000002 0.148925 -0.0029949999999999998 0.077600000000000016 0.083685000000000009 -0.40567999999999999 0.079335000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -2 6 9 8 10 -4 -7 -8 13 14 -6 -5
right_child=4 -3 3 15 12 7 11 -9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.001254294240778748 0.0040049481417562495 -0.0012945365280478966 0.0027022181535905406 0.0060191782736528452 0.0014162890309367361 0.0041175642294955638 -0.0026664365002451924 0.0068278437027218305 0.00048379022662151019 0.0076425110217015315 0.0012382088842725586 0.0012425664830389865 0.0022533388324182738 0.0019879036240268489 -0.0033432575466669483 0.0085918676229022693
leaf_weight=54 64 52 52 54 54 2017 56 82 57 53 56 60 52 52 101 52
leaf_count=54 64 52 52 54 54 2017 56 82 57 53 56 60 52 52 101 52
internal_value=0 0.00380709 0.00390942 0.00401926 0.000668043 0.0038771 0.00213057 0.00405158 0.00394467 0.0051964 0.00403981 -0.000644081 -0.000156315 -0.000761895 -0.00168475 0.00728175
internal_weight=0 2645 2593 2539 323 2433 221 2212 2130 105 2073 116 259 207 155 106
internal_count=2968 2645 2593 2539 323 2433 221 2212 2130 105 2073 116 259 207 155 106
is_linear=0
shrinkage=0.00496948


Tree=249
num_leaves=26
num_cat=0
split_feature=12 3 12 3 3 15 0 42 12 16 15 0 15 3 0 155 51 0 123 15 3 15 16 15 158
split_gain=1435.47 458.152 387.305 313.737 346.475 211.704 201.786 156.648 156.616 180.294 82.5793 75.3651 57.6751 41.3712 62.483 37.5852 47.339 28.8809 28.8401 18.2093 13.2031 10.6616 12.4708 8.81501 8.36851
threshold=0.056995000000000011 0.31351000000000001 0.14523000000000003 0.076825000000000018 0.11745500000000002 -0.24211499999999997 -0.071879999999999986 0.081180000000000016 0.095230000000000023 -0.33811499999999994 -0.09547499999999999 -0.11656999999999999 -1.0000000180025095e-35 -0.15624499999999999 -0.12851999999999997 0.083985000000000018 -0.042309999999999993 -0.060094999999999989 0.089155000000000012 0.08759500000000002 -0.080294999999999991 -0.025879999999999997 0.0030150000000000008 -0.097144999999999981 0.08962500000000001
decision_type=2 2 2 2 2 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 12 18 10 -8 13 -10 -7 -3 -5 -2 -15 16 -11 19 -1 20 -16 23 -23 -18 -21
right_child=2 11 -4 4 -6 6 7 -9 9 15 -12 -13 -14 14 17 -17 21 -19 -20 24 -22 22 -24 -25 -26
leaf_value=0.0084855851447048491 0.019388858896445933 0.008053294652963932 0.0087620877825500387 0.015652108640376847 0.010166244660044104 0.016734042870829434 0.0067234960039456526 0.013448978660248913 0.010119298336483562 0.01350376490308614 0.0123720365354181 0.0028712518166271379 0.019069634376481376 0.013871391596201639 0.017542880520649579 0.017834645968715999 0.016212205956393909 0.014845698560398175 0.0052780957448369499 0.016421225616389742 0.016521853233509694 0.016672418991219719 0.015003069163850559 0.014589716130101621 0.01775134650864231
leaf_weight=54 67 54 63 97 98 71 88 52 60 97 97 52 90 61 769 70 52 54 52 348 143 189 55 83 52
leaf_count=54 67 54 63 97 98 71 88 52 60 97 97 52 90 61 769 70 52 54 52 348 143 189 55 83 52
internal_value=0 0.0114624 0.0162671 0.0123648 0.0148452 0.0106572 0.0119458 0.00922177 0.0164923 0.0151747 0.0142157 0.00551147 0.0172971 0.0170267 0.0169157 0.0157302 0.0154207 0.0170517 0.00691241 0.0171424 0.0173828 0.0159112 0.0162963 0.0152149 0.0165942
internal_weight=0 805 2163 699 285 414 308 140 2100 606 168 106 187 1494 1427 546 476 1366 106 1312 912 379 244 135 400
internal_count=2968 805 2163 699 285 414 308 140 2100 606 168 106 187 1494 1427 546 476 1366 106 1312 912 379 244 135 400
is_linear=0
shrinkage=0.0030715


Tree=250
num_leaves=20
num_cat=0
split_feature=15 13 15 147 13 0 48 484 48 133 14 16 0 0 0 40 48 15 2
split_gain=62.5632 63.2549 57.2196 35.4124 53.0242 44.0915 38.649 45.0953 42.7886 30.0892 53.5895 29.7176 17.6628 70.6513 15.0156 22.003 12.2163 10.3432 3.14595
threshold=-0.26361999999999991 -0.17030499999999998 -1.0000000180025095e-35 0.089245000000000005 -0.14258499999999999 -0.091069999999999984 0.093225000000000016 -0.0068949999999999992 0.10433000000000002 0.086100000000000024 -0.41992499999999994 -0.43708999999999992 -0.13619499999999998 -0.14920999999999998 -0.099704999999999974 -0.081174999999999983 0.13224500000000003 -0.095814999999999997 0.088105000000000003
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 -3 -5 12 -8 -9 10 -1 -12 13 18 17 -16 -10 -14 -6
right_child=1 3 -4 5 6 -7 7 8 16 -11 11 -13 14 -15 15 -17 -18 -19 -20
leaf_value=0.0044542709706104416 0.0034290134542592282 0.0093727140593319481 -0.0039768647262941317 -0.0023120433682660281 0.0065308849342692364 0.0048272883171811051 0.0064618172826174554 -0.0021105014191343079 0.0049126955216125395 0.004575664154329904 0.00079396120082570539 -0.0049131417200863571 0.0050710903993484132 -0.0019687429174309722 0.0011203946768920125 0.0047379502978489594 0.0013191219365568149 0.0081349174766011216 0.0046262387062723336
leaf_weight=54 79 66 52 52 52 52 61 77 59 58 52 58 69 58 52 1854 55 64 53
leaf_count=54 79 66 52 52 52 52 61 77 59 58 52 58 69 58 52 1854 55 64 53
internal_value=0 0.00420745 0.000488829 0.00439308 0.00452248 0.00125706 0.00439201 0.00235763 0.00104656 0.00118154 -1.84667e-05 -0.00221471 0.0046248 0.00288718 0.00476368 0.00463929 0.00317947 0.00654585 0.00557005
internal_weight=0 2755 131 2624 2520 104 2454 252 191 222 164 110 2202 163 2039 1906 114 133 105
internal_count=2977 2755 131 2624 2520 104 2454 252 191 222 164 110 2202 163 2039 1906 114 133 105
is_linear=0
shrinkage=0.00548266


Tree=251
num_leaves=26
num_cat=0
split_feature=1 130 0 13 123 0 13 13 472 0 2 12 2 13 12 402 128 484 484 0 2 402 2 43 402
split_gain=63.9302 68.0569 51.8694 39.0838 33.9884 41.9103 95.948 25.4006 24.2819 35.1264 16.1892 16.0981 15.6827 24.3863 14.0313 10.7483 13.1302 11.7796 30.3981 9.68572 6.88594 5.47215 4.32854 1.74498 1.60413
threshold=0.089625000000000024 -0.076894999999999977 -0.13619499999999998 -0.060719999999999989 0.081180000000000016 -0.10462499999999998 -0.11760499999999999 -0.08287499999999999 -0.081069999999999989 1.0000000180025095e-35 0.097005000000000022 -0.0066799999999999993 0.099185000000000009 0.060680000000000005 1.0000000180025095e-35 0.084920000000000009 1.0000000180025095e-35 0.087420000000000012 0.082140000000000005 -0.23215999999999995 -0.0098549999999999974 0.10893000000000001 0.088855000000000003 -0.0071849999999999995 0.12837500000000004
decision_type=2 2 2 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 -3 5 -4 -7 -6 -1 11 -11 -10 14 -14 -8 16 17 18 -13 -5 -9 23 -19 -17 -23
right_child=1 2 4 19 7 6 12 20 9 10 -12 15 13 -15 -16 21 -18 22 -20 -21 -22 24 -24 -25 -26
leaf_value=0.0082881270353170593 -0.0040643932850688447 -0.0026523910278790793 0.0092640745004519479 0.0003022621347824669 0.0044594292585662864 -0.0035316719629612525 0.001137127405699215 0.00092077858296063292 0.0069614771781061043 0.0032872280309893046 -0.001269937144453206 0.003889196592329816 0.0092498130274640666 0.0039698355240321897 0.0043498885821549576 0.0067352048979984081 0.0061117950471609676 0.0046822266638679765 -0.00069137856280301522 0.0034351973284193205 -0.002117873107835253 0.0036523206681395286 0.0068964589530680223 0.0053652563688915168 0.0050754353272136942
leaf_weight=52 54 93 52 56 52 59 56 52 81 53 58 1093 56 70 354 81 100 80 54 94 54 54 52 57 60
leaf_count=52 54 93 52 56 52 59 56 52 81 53 58 1093 56 70 354 81 100 80 54 94 54 54 52 57 60
internal_value=0 0.0024611 0.00279739 0.000383386 0.00352601 0.00413133 0.00368265 0.00104687 0.0042704 0.00415576 0.000905433 0.00436646 0.00447688 0.006317 0.00391123 0.00423754 0.0040305 0.00386772 0.00367349 0.00226599 -0.000626613 0.00537029 0.00555498 0.00616982 0.00440189
internal_weight=0 1102 1048 243 805 647 595 158 1875 1823 111 1712 536 126 410 1631 1379 1279 1147 150 106 252 132 138 114
internal_count=2977 1102 1048 243 805 647 595 158 1875 1823 111 1712 536 126 410 1631 1379 1279 1147 150 106 252 132 138 114
is_linear=0
shrinkage=0.00596096


Tree=252
num_leaves=27
num_cat=0
split_feature=1 1 12 1 14 4 39 52 12 12 475 4 151 4 1 4 52 11 39 1420 43 43 12 12 4 43
split_gain=1878.18 418.472 275.31 137.105 118.866 106.941 93.0262 76.6757 73.2917 79.3766 107.782 62.5039 70.2853 49.159 46.7715 41.7702 34.9851 31.8465 26.916 25.1101 20.8999 14.2582 12.5461 11.9791 11.5776 3.844
threshold=0.11829500000000003 0.094775000000000012 0.085845000000000019 0.14860500000000001 0.064610000000000015 0.036605000000000006 0.088025000000000006 -0.091329999999999981 0.093125000000000013 0.081320000000000017 -0.010719999999999999 0.043640000000000005 -0.071694999999999995 0.27644500000000005 0.085410000000000014 0.054720000000000012 0.14295500000000003 0.082245000000000013 0.086935000000000012 -1.0000000180025095e-35 -0.12118 -0.15802999999999998 -0.085124999999999992 0.11108500000000002 -0.085594999999999991 -0.06705499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 6 8 17 13 -3 9 10 -1 12 -9 -2 18 16 21 25 -12 -11 -21 -10 -8 -23 -22 -4
right_child=3 2 5 -5 -6 -7 22 11 15 19 14 -13 -14 -15 -16 -17 -18 -19 -20 20 24 23 -24 -25 -26 -27
leaf_value=0.0080544112120544235 0.0090160471504887405 0.011069179834054964 0.013228754496384183 0.0019731923273899258 0.01636150735862385 0.009357895694800087 0.0052407403288928971 0.0081490903564318765 0.014008013098450367 0.015599906405621309 0.01486129495336537 0.0089465784290260839 0.0034462213984533213 0.0059215715283372121 0.01089726634143599 0.010217132366494155 0.010632876255590899 0.015370701571627818 0.012174038670981192 0.012040576763422024 0.014467149083403626 0.01278635949258956 0.0032526100723810057 0.011242756214796357 0.013513250829425819 0.012147975293252388
leaf_weight=52 101 58 62 77 92 71 54 53 67 52 81 99 56 78 74 91 79 59 53 77 124 239 55 53 966 54
leaf_count=52 101 58 62 77 92 71 54 53 67 52 81 99 56 78 74 91 79 59 53 77 124 239 55 53 966 54
internal_value=0 0.0125292 0.0101568 0.00544235 0.0131076 0.0123884 0.00636976 0.00809289 0.0129585 0.0132931 0.0118243 0.00726281 0.00573322 0.00766779 0.0127666 0.0120231 0.0123983 0.0136178 0.0137987 0.0136063 0.0135175 0.0127866 0.00423784 0.0125063 0.0136218 0.0127259
internal_weight=0 2612 512 365 2100 246 288 266 2008 1479 260 208 109 179 208 529 438 175 134 1219 1167 359 109 292 1090 116
internal_count=2977 2612 512 365 2100 246 288 266 2008 1479 260 208 109 179 208 529 438 175 134 1219 1167 359 109 292 1090 116
is_linear=0
shrinkage=0.00292631


Tree=253
num_leaves=18
num_cat=0
split_feature=3 39 97 158 3 0 1 2 1 0 3 3 0 133 160 43 3
split_gain=63.4913 49.9361 38.0583 28.051 28.676 26.6644 44.0141 33.4379 28.1052 24.7931 24.2058 23.7164 45.0883 8.68358 11.9559 5.6523 3.95289
threshold=0.17351000000000003 0.10096000000000001 -0.0047149999999999996 0.078875000000000015 -0.043609999999999989 -0.12368999999999998 0.084675000000000014 0.10697500000000001 0.094775000000000012 -0.10998999999999999 0.081495000000000012 -0.23394499999999999 0.040570000000000002 0.056015000000000002 -0.021314999999999997 -0.076949999999999977 -0.0088549999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 13 6 -4 8 -8 -2 11 -7 -13 14 -5 -16 -3
right_child=9 16 3 4 -6 10 7 -9 -10 -11 -12 12 -14 -15 15 -17 -18
leaf_value=-0.00072658255816622638 0.0018485733560977069 0.00085820491194725621 0.005615332001139511 0.0029597219005198594 0.0083760054033688493 0.006045045401748628 0.0012523809156465076 0.0029253037171254755 -0.0037052555583713385 -0.0023139515868181083 0.0060113952263028377 0.003423799667881432 -0.0012085811376454328 0.0028335860729328936 0.0046043855620879221 0.0068722702782046639 -0.0010726361421059731
leaf_weight=55 77 56 62 55 52 83 63 101 54 69 95 1859 55 76 52 61 52
leaf_count=55 77 56 62 55 52 83 63 101 54 69 95 1859 55 76 52 61 52
internal_value=0 0.00329164 0.00342503 0.00351063 0.0049748 0.0033279 0.00186599 0.000799412 -0.0010353 -0.000118279 0.00352354 0.00340516 0.00329066 0.00424974 0.00489005 0.00582912 -7.09608e-05
internal_weight=0 2831 2723 2668 296 2372 280 218 117 146 2092 1997 1914 244 168 113 108
internal_count=2977 2831 2723 2668 296 2372 280 218 117 146 2092 1997 1914 244 168 113 108
is_linear=0
shrinkage=0.005043


Tree=254
num_leaves=30
num_cat=0
split_feature=4 12 10 4 12 150 16 16 12 4 40 12 4 484 4 16 4 12 4 133 48 48 16 42 4 4 4 16 133
split_gain=1508.31 391.746 136.821 133.994 109.606 82.0101 69.8859 64.7002 50.6329 48.175 37.5298 31.8518 26.875 37.7673 32.382 23.5465 21.3058 21.1768 20.5631 18.9425 18.695 19.3752 16.9811 15.2607 13.7847 5.45812 4.85301 4.55074 0.482128
threshold=0.31392000000000003 0.056995000000000011 -1.0000000180025095e-35 -0.16523499999999997 0.11878500000000002 0.090965000000000004 -0.54150999999999994 -0.0079049999999999971 -0.032329999999999991 0.043640000000000005 -0.073884999999999992 0.092475000000000016 -0.082509999999999986 -0.084674999999999986 -0.16236499999999995 -0.0081349999999999981 0.51292000000000015 0.093740000000000004 0.50214500000000006 -0.10210999999999999 0.083540000000000017 0.090530000000000013 0.0097750000000000007 0.11195000000000001 -0.0048949999999999992 -0.50231999999999988 -0.048844999999999993 0.51041000000000014 0.08413000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 25 9 7 -2 8 -5 12 -8 28 13 -3 -15 -6 18 20 -12 -16 24 -22 23 -19 -14 -4 -24 -13 -11
right_child=6 4 3 5 15 -7 10 -9 -10 11 16 27 17 14 19 -17 -18 22 -20 -21 21 -23 26 -25 -26 -27 -28 -29 -30
leaf_value=0.0067935401623151872 0.0081600224375636462 0.015873605979860868 0.014070949484002631 0.0098216923642227144 0.011225412365057443 0.0067645538929562467 0.0030960625915475316 0.0085560515119162666 0.012807812690522453 0.013063552620389433 0.0051231342394051395 0.010282199096303393 0.01305935259403487 0.011840527315370679 0.015122519289169857 0.0085333817125023085 0.0044169344927057867 0.013116748311603837 0.0075920666519296368 0.013407189451952049 0.010704490731264293 0.012899126846609765 0.01188641829769811 0.011589209951200566 0.014165787558595783 0.012777231292115141 0.010699546727599504 0.011338374005200961 0.012640095370391975
leaf_weight=89 69 52 53 86 53 60 66 98 98 52 53 74 660 95 63 52 74 170 56 302 52 87 58 77 106 54 55 61 52
leaf_count=89 69 52 53 86 53 60 66 98 98 52 53 74 660 95 63 52 74 170 56 302 52 87 58 77 106 54 55 61 52
internal_value=0 0.0121718 0.0100088 0.0106461 0.0127204 0.00977862 0.00563219 0.0104198 0.0114123 0.0128677 0.00493159 0.0116703 0.0130287 0.0135782 0.0133187 0.00989251 0.00559342 0.0128063 0.00639185 0.0137033 0.0130383 0.0120783 0.0122228 0.0126407 0.0132125 0.0134183 0.011309 0.0107597 0.0128521
internal_weight=0 2659 538 449 2121 342 318 282 184 2016 249 239 1777 512 460 105 183 1265 109 365 905 139 360 247 766 107 113 135 104
internal_count=2977 2659 538 449 2121 342 318 282 184 2016 249 239 1777 512 460 105 183 1265 109 365 905 139 360 247 766 107 113 135 104
is_linear=0
shrinkage=0.00283776


Tree=255
num_leaves=24
num_cat=0
split_feature=2 2 2 2 0 9 0 0 14 3 150 49 42 159 3 2 475 52 159 42 402 3 52
split_gain=1276.82 635.952 281.807 258.554 257.81 159.799 132.97 112.989 54.5904 59.3083 43.7902 42.0416 32.9659 33.1659 24.002 22.7805 25.856 19.8012 15.7023 14.8899 11.9787 14.3031 11.3444
threshold=0.12026500000000001 -1.0000000180025095e-35 0.099845000000000003 0.25063000000000007 -0.13619499999999998 0.037245000000000007 -0.085264999999999994 -0.079794999999999991 0.064610000000000015 0.088880000000000015 1.0000000180025095e-35 0.0060400000000000011 0.086510000000000017 -0.013035 -0.11266 0.11366500000000002 -0.065099999999999977 0.047345000000000005 -0.092879999999999976 -1.0000000180025095e-35 0.086700000000000013 -0.088734999999999994 -0.097599999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 6 10 -1 -2 -7 9 12 -4 -8 13 18 -15 16 -6 22 -3 -19 21 -14 -18
right_child=3 2 4 -5 15 7 11 -9 -10 -11 -12 -13 20 14 -16 -17 17 19 -20 -21 -22 -23 -24
leaf_value=0.0016835159984691609 0.0017615781478640179 0.012630080757712202 0.0064493178974291175 -0.0029869123793537077 0.013005810926316265 0.011384010275546032 0.0053465175955379283 0.0043069532379457348 0.014603120180204491 0.0088668122062995 0.0024627113485459371 0.0088811524495667482 0.00930919281360147 0.0099769004020327807 0.012129106309053882 0.0087983337219636262 0.010291996811969493 0.012717032871993803 0.015227680361680311 0.010199936768687686 0.012497209491374258 0.011212824047405166 0.0081137358684999581
leaf_weight=101 103 55 78 62 53 53 101 56 78 89 58 68 52 68 806 89 64 52 58 63 79 599 53
leaf_count=101 103 55 78 62 53 53 101 56 78 89 58 68 52 68 806 89 64 52 58 63 79 599 53
internal_value=0 0.0106277 0.0111361 0.0034138 0.0088453 0.00483167 0.00487292 0.00774843 0.0117562 0.0116332 0.00474942 0.00676896 0.0117766 0.0121909 0.0119617 0.0103346 0.0108142 0.0103134 0.0139637 0.0113384 0.0112163 0.0110608 0.00930558
internal_weight=0 2604 2394 334 510 210 272 109 1884 1806 136 169 1717 987 874 374 285 232 113 115 730 651 117
internal_count=2938 2604 2394 334 510 210 272 109 1884 1806 136 169 1717 987 874 374 285 232 113 115 730 651 117
is_linear=0
shrinkage=0.00347346


Tree=256
num_leaves=18
num_cat=0
split_feature=44 10 0 14 15 47 0 15 15 50 0 0 1429 133 15 0 0
split_gain=94.6175 113.728 48.3089 59.1089 58.1246 32.5539 25.9384 43.3199 25.8911 21.7465 43.1609 35.5436 32.6207 16.2855 15.5941 11.4497 3.98131
threshold=1.0000000180025095e-35 -0.089679999999999982 -0.10298499999999998 0.020750000000000005 -0.026469999999999997 0.11452000000000002 -0.13955999999999996 -0.091664999999999983 -0.45371999999999996 0.017860000000000004 -0.064179999999999973 -0.077614999999999976 0.086765000000000009 0.11667000000000001 -0.089849999999999985 -0.17127999999999996 -0.11262999999999999
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 8 7 15 -4 11 14 13 -13 -10 -11 -3 -8
right_child=-2 2 5 -5 -6 -7 16 -9 9 10 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.0024011297874781683 0.011528058059894226 0.0012968759635056987 0.0013573006133794198 0.0069449056658798169 -0.0023166319112900716 0.001058548639910354 0.0060816883103528927 0.0052576956575535357 0.0053394212010802865 0.0076178334908783545 0.010479898198961137 0.0030615871500130503 0.007704451220462003 0.0029638915998446663 0.0046857455369171339 -0.0018888396779101599 0.0039442283551344081
leaf_weight=87 53 81 75 81 90 85 55 71 895 69 55 620 52 102 347 64 56
leaf_count=87 53 81 75 81 90 85 55 71 895 69 55 620 52 102 347 64 56
internal_value=0 0.003937 0.00413409 0.00254415 0.00168919 0.00447833 0.00279189 0.0016549 0.00460953 0.00472348 0.00579214 0.00442187 0.00342095 0.00509645 0.00517222 -0.000108819 0.00500387
internal_weight=0 2885 2798 498 417 2300 327 216 2215 2140 471 1669 672 997 416 145 111
internal_count=2938 2885 2798 498 417 2300 327 216 2215 2140 471 1669 672 997 416 145 111
is_linear=0
shrinkage=0.00562945


Tree=257
num_leaves=27
num_cat=0
split_feature=1 3 124 1 1 4 0 1 4 0 4 1 160 12 16 1 49 51 16 0 0 16 12 16 0 4
split_gain=3586.39 670.928 222.25 219.993 213.027 155.037 130.621 108.336 84.0866 150.972 69.8817 59.5539 56.7321 51.7208 43.3184 41.4077 40.0293 38.4247 32.3817 31.4108 48.8158 28.103 18.2849 14.4409 19.2573 2.54607
threshold=0.10442000000000001 -0.055389999999999988 -0.082389999999999977 0.12313000000000002 0.13612500000000002 -0.014854999999999998 -0.076734999999999984 0.095920000000000019 -0.42305999999999994 -0.029849999999999998 0.04105000000000001 0.15099500000000002 -1.0000000180025095e-35 0.093125000000000013 0.25032500000000008 0.11690500000000002 -0.038669999999999989 0.11515500000000002 -0.052894999999999991 -0.22745499999999999 -0.097774999999999987 -0.14792499999999997 0.095450000000000021 0.39813000000000004 -0.069414999999999991 -0.069389999999999993
decision_type=2 2 2 2 2 2 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 5 12 -2 7 10 14 18 17 -6 -3 21 -8 16 -14 19 22 -4 -21 -12 -10 24 -20 -24
right_child=1 4 6 -5 11 -7 8 -9 9 -11 13 -13 15 -15 -16 -17 -18 -19 23 20 -22 -23 25 -25 -26 -27
leaf_value=0.007139924517402735 0.012757976873335592 0.005989536493937418 0.01072912924792844 0.0031034425903463721 0.00089307085678459644 0.0073865875442698323 0.014720935027525733 0.0091455194517249157 0.012815827287183161 0.0064423412333271517 0.012804249207144503 -0.0027128811246981748 0.0057405181749948008 0.0087543925868228348 0.011424411201574889 0.0014325921847354655 0.0024503491939178832 0.010563134974300418 0.010477947836488239 0.014689944706434982 0.012736373341119513 0.010288318961056002 0.011428333163468385 0.011079858237313981 0.0082598247327169642 0.010565907620542717
leaf_weight=79 73 62 54 52 91 99 53 80 75 70 92 59 55 59 76 84 61 62 73 110 1121 56 59 78 53 52
leaf_count=79 73 62 54 52 91 99 53 80 75 70 92 59 55 59 76 84 61 62 73 110 1121 56 59 78 53 52
internal_value=0 0.00424884 0.0117488 0.00814305 0.00213152 0.00966648 0.0119126 0.0123196 0.0107834 0.0102237 0.0124829 -0.000525071 0.00365259 0.0109696 0.012779 0.00292799 0.0040106 0.0127155 0.0109024 0.0128193 0.012911 0.0118525 0.011747 0.0101321 0.00954517 0.0110246
internal_weight=0 636 2302 224 412 172 2223 1634 589 460 1554 150 262 207 129 200 116 1347 390 1285 1231 148 186 204 126 111
internal_count=2938 636 2302 224 412 172 2223 1634 589 460 1554 150 262 207 129 200 116 1347 390 1285 1231 148 186 204 126 111
is_linear=0
shrinkage=0.00279563


Tree=258
num_leaves=23
num_cat=0
split_feature=2 2 2 2 12 150 3 12 11 49 34 3 3 12 12 133 51 3 13 47 393 13
split_gain=2120.04 1006.89 411.144 334.705 307.423 264.938 110.797 102.633 73.306 69.9689 54.6159 54.6016 39.1526 30.6263 30.1848 26.3967 28.9073 23.0019 24.2429 18.6386 9.57248 2.51885
threshold=0.12026500000000001 -1.0000000180025095e-35 0.099845000000000003 0.17553000000000005 -0.012249999999999999 1.0000000180025095e-35 0.17351000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 -0.082914999999999989 0.091085000000000013 0.10856000000000002 0.089485000000000023 0.088055000000000008 0.092215000000000005 -0.088319999999999996 -0.09738999999999999 -0.060719999999999989 0.09585500000000001 0.087895000000000015 -0.063549999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 6 10 7 9 -4 11 13 -1 14 15 -2 17 16 -9 -3 -19 20 -16 -21
right_child=3 2 5 -5 -6 -7 -8 12 -10 -11 -12 -13 -14 -15 19 -17 -18 18 -20 21 -22 -23
leaf_value=0.0087685252794493674 0.0079069859367670043 0.016826950094299305 0.012325281433146743 0.0018993370980950309 0.014789566110430408 0.0095223076583929242 0.0056626077369951759 0.020001311367424987 0.021570724407875438 0.01340311952505641 0.0042107112890673324 0.015809486140229381 0.014208232102264236 0.011321940882866293 0.018173327811708995 0.015596475368049903 0.017231989409164244 0.018713184890146776 0.019982232515210408 0.017310301006205127 0.019599965235319084 0.016257696524861816
leaf_weight=62 66 52 66 74 91 80 53 56 86 87 57 88 53 54 730 75 180 505 258 53 58 54
leaf_count=62 66 52 66 74 91 80 53 56 86 87 57 88 53 54 730 75 180 505 258 53 58 54
internal_value=0 0.0171949 0.0178137 0.00820398 0.0101409 0.0151373 0.00999824 0.0161819 0.0185381 0.0111082 0.00658567 0.0183931 0.0168811 0.00944402 0.018526 0.0173365 0.0178893 0.0189947 0.0191423 0.0180992 0.0182784 0.0167794
internal_weight=0 2604 2394 334 210 510 260 430 1884 207 119 1798 364 120 1710 311 236 815 763 895 788 107
internal_count=2938 2604 2394 334 210 510 260 430 1884 207 119 1798 364 120 1710 311 236 815 763 895 788 107
is_linear=0
shrinkage=0.00335962


Tree=259
num_leaves=15
num_cat=0
split_feature=3 9 1348 48 48 123 9 484 13 13 3 13 3 3
split_gain=141.485 53.1127 40.5391 38.1155 28.5246 25.8625 33.4684 23.8142 28.9979 21.2032 20.3526 19.227 6.50852 5.8739
threshold=0.31351000000000001 -1.0000000180025095e-35 0.084895000000000012 0.093225000000000016 -0.086624999999999994 1.0000000180025095e-35 0.037245000000000007 -0.0068949999999999992 -0.0090849999999999976 -0.49410499999999996 -0.094654999999999975 -0.0094049999999999984 -0.043609999999999989 -0.078644999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 10 -5 13 -2 -6 -7 -10 -9
right_child=9 2 -4 7 5 11 -8 8 12 -11 -12 -13 -14 -15
leaf_value=0.00035763253701130736 0.00073935577325590367 0.008516038022405829 0.00034103282122927735 0.0056406907924440673 0.0036617816435587061 0.004329420344924899 0.0084004500914586621 0.0049600314250460176 -0.0011351971111290447 -0.0036919370462018108 0.0049606037821407359 0.00029422272430661909 0.0013893488442287825 0.0027351926481712471
leaf_weight=82 56 52 59 62 376 65 66 57 52 55 1780 57 53 66
leaf_count=82 56 52 59 62 376 65 66 57 52 55 1780 57 53 66
internal_value=0 0.0043791 0.00449921 0.00459053 0.00480068 0.00471823 0.00484304 0.00285407 0.00209607 -0.00145584 0.00473412 0.00244457 0.000138582 0.00376666
internal_weight=0 2827 2745 2686 2396 2344 2222 290 228 111 2156 122 105 123
internal_count=2938 2827 2745 2686 2396 2344 2222 290 228 111 2156 122 105 123
is_linear=0
shrinkage=0.00506998


Tree=260
num_leaves=27
num_cat=0
split_feature=1 3 2 2 2 2 2 2 12 12 4 11 4 12 1 13 3 12 151 12 13 483 2 157 43 4
split_gain=2086.91 554.183 176.513 148.66 147.008 130.222 128.828 70.9138 68.466 67.2295 60.2811 54.2755 53.6035 50.4308 43.3309 35.6165 35.151 21.6381 21.0624 26.5948 19.3785 16.7215 17.072 16.1134 14.5553 12.9686
threshold=0.10378000000000001 -0.053364999999999996 0.14253500000000002 0.095850000000000005 -1.0000000180025095e-35 0.12173500000000002 -1.0000000180025095e-35 0.10859000000000001 -1.0000000180025095e-35 0.11878500000000002 -0.013125 0.074925000000000005 -0.014854999999999998 -0.064689999999999984 0.082135000000000014 -0.017354999999999999 0.090170000000000014 0.095815000000000011 0.042665000000000008 0.086730000000000015 -0.0042049999999999995 -0.070084999999999981 0.078775000000000012 -0.059399999999999988 -0.070914999999999992 0.032770000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 6 -3 12 -1 -6 -5 10 14 18 -2 -4 20 17 -9 -12 19 21 -10 -8 -23 -21 -14 -25
right_child=1 2 13 8 7 -7 11 16 9 -11 15 -13 24 -15 -16 -17 -18 -19 -20 23 -22 22 -24 25 -26 -27
leaf_value=0.0099968986598428615 0.014165439728015147 0.0032200508894144365 0.0037826195317257321 0.0096406631249401267 0.010327932816945584 0.0066852394275342267 0.01612991686436465 0.0046022438441490265 0.014053837722593233 0.0095529155861187407 0.013956489495798696 0.01656222484130019 0.012003697758415467 -0.00043291833758153219 0.016383739318057117 0.009933592580545568 0.0076583184997243894 0.011374342164353233 0.012010672362580334 0.01224078242507671 0.011738254428880386 0.012690772424026801 0.014512164924762434 0.013885661107979719 0.0097705709744410982 0.012308553622004679
leaf_weight=77 76 101 55 93 67 52 54 56 100 62 64 78 52 52 58 67 97 59 52 70 52 54 503 746 59 53
leaf_count=77 76 101 55 93 67 52 54 56 100 62 64 78 52 52 58 67 97 59 52 70 52 54 503 746 59 53
internal_value=0 0.00723899 0.00514815 0.0134234 0.00628622 0.0109831 0.0138769 0.00769373 0.012045 0.0125289 0.0129901 0.0140624 0.012178 0.00173364 0.0141243 0.0117364 0.00653997 0.0127182 0.0139351 0.0140027 0.0132619 0.0144943 0.0143356 0.0136571 0.010817 0.0137811
internal_weight=0 667 428 2242 321 239 1687 220 555 462 400 1610 187 107 210 190 153 123 1532 1480 152 611 557 869 111 799
internal_count=2909 667 428 2242 321 239 1687 220 555 462 400 1610 187 107 210 190 153 123 1532 1480 152 611 557 869 111 799
is_linear=0
shrinkage=0.00306936


Tree=261
num_leaves=29
num_cat=0
split_feature=1 3 4 3 3 155 47 1 14 4 43 457 1 4 16 15 4 3 15 15 4 15 48 13 43 1 43 3
split_gain=2428.07 579.457 145.901 134.255 142.906 126.602 108.503 102.633 91.1268 83.21 217.033 74.1497 178.843 51.7336 43.1466 27.8939 27.4171 27.2403 26.7667 56.3839 26.4963 23.855 14.6473 14.6377 13.2019 11.5337 11.4226 11.087
threshold=0.10378000000000001 -0.053364999999999996 0.046185000000000004 0.3148450000000001 0.076825000000000018 0.084710000000000021 0.082465000000000024 0.083670000000000008 0.073890000000000011 -0.12685999999999997 -0.033049999999999989 0.081330000000000013 0.085410000000000014 0.27420500000000009 -0.50069999999999992 -0.048914999999999993 -0.010574999999999999 -0.080349999999999991 -0.077474999999999988 0.079600000000000018 -0.50139499999999992 -0.049344999999999993 0.086035000000000014 0.0051600000000000005 -0.25708499999999995 0.13522500000000001 0.0062300000000000003 -0.074959999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 8 4 13 6 15 14 9 10 -1 17 -13 16 -4 -2 -3 23 22 -20 -12 -6 -19 26 -25 -15 -11 -16
right_child=1 3 7 -5 21 -7 -8 -9 -10 11 20 12 -14 25 27 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=0.0075347523642867913 0.0064407135047317874 0.0043271005232404366 0.015400647275693184 0.0016609818502713431 0.0096460911776259876 0.015271827599386126 0.012941585159482244 0.0086924753500224536 0.017567736487222568 0.015271745997568085 0.016037779442218826 0.015314071340916663 0.0079631111113433531 0.003854565666207445 0.013030511179736744 0.0095906321308161981 0.0075514281787543245 0.01596352870421594 0.011481545487521382 0.01433440534843077 0.013078634282815324 0.006906186166226568 0.014154265986066913 0.015030418571431546 0.013129677506605649 0.0017630928230829275 0.014112413494788022 0.011420167787152975
leaf_weight=63 57 52 58 89 79 57 71 69 86 758 67 78 56 52 89 54 52 94 91 274 54 52 84 71 74 52 95 81
leaf_count=63 57 52 58 89 79 57 71 69 86 758 67 78 56 52 89 54 52 94 91 274 54 52 84 71 74 52 95 81
internal_value=0 0.0072766 0.0140957 0.00509111 0.00599154 0.0111902 0.00991173 0.0120467 0.0144085 0.0142623 0.0122583 0.0144825 0.0122423 0.00437453 0.0130616 0.00797341 0.00593959 0.0146772 0.0141106 0.0136232 0.0147174 0.00855875 0.0151099 0.0149855 0.0140606 0.00280915 0.0151427 0.0122634
internal_weight=0 667 2242 428 339 239 182 297 1945 1859 184 1675 134 208 228 111 104 1541 543 365 121 131 178 998 145 104 853 170
internal_count=2909 667 2242 428 339 239 182 297 1945 1859 184 1675 134 208 228 111 104 1541 543 365 121 131 178 998 145 104 853 170
is_linear=0
shrinkage=0.00313758


Tree=262
num_leaves=23
num_cat=0
split_feature=4 13 39 42 13 4 150 16 10 0 16 39 157 16 0 157 16 51 0 157 4 42
split_gain=1555.6 483.507 301.278 100.676 174.187 97.8136 84.9625 82.2527 62.2764 55.752 172.608 39.5499 39.0979 38.2782 63.8877 35.0733 33.7041 30.8193 59.1789 25.9851 21.313 18.5762
threshold=0.31392000000000003 -0.27740999999999993 0.055555000000000007 -0.044384999999999994 -0.014114999999999997 0.00059000000000000014 0.089810000000000015 -0.53870999999999991 -1.0000000180025095e-35 -0.062394999999999999 0.08215500000000002 0.084075000000000011 -0.004729999999999999 -0.013359999999999999 -0.13165999999999997 -0.09546499999999998 0.41580500000000004 -0.092389999999999986 -0.10726999999999999 1.0000000180025095e-35 0.51074000000000008 0.090295000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 9 13 -2 -9 15 -11 20 -12 14 -7 -3 -15 -17 -19 -14 -10 -16
right_child=7 2 3 4 -6 6 -8 8 11 10 12 -13 19 16 21 17 -18 18 -20 -21 -22 -23
leaf_value=0.0063081099920513153 0.0082689837224004387 0.011151415112884781 0.012716379583317609 0.011075197055659363 0.0055107999302035872 0.015193881435493082 0.0084374241914003285 0.002248715784540771 0.0079640743001288469 0.0085416306826938543 0.014799311058595355 0.0041060761273524439 0.011020397860869719 0.0094269797363027812 0.012547641511865068 0.015195680384445302 0.012148521664929642 0.011281937449261842 0.013487783213809446 0.013685310376745325 0.0055093717163404573 0.010848434177356326
leaf_weight=99 73 54 56 91 81 62 53 52 54 79 84 73 58 62 166 71 79 100 1284 54 54 70
leaf_count=99 73 54 56 91 81 62 53 52 54 79 84 73 58 62 166 71 79 100 1284 54 54 70
internal_value=0 0.01229 0.0125264 0.00950173 0.00845493 0.0128294 0.0117395 0.00571241 0.00491129 0.01313 0.0119862 0.00567607 0.0133744 0.0121381 0.0126993 0.0133384 0.010952 0.0134196 0.0133284 0.0123055 0.006737 0.0120438
internal_weight=0 2603 2504 228 172 2276 492 306 233 1784 275 181 196 439 298 1509 141 1455 1384 112 108 236
internal_count=2909 2603 2504 228 172 2276 492 306 233 1784 275 181 196 439 298 1509 141 1455 1384 112 108 236
is_linear=0
shrinkage=0.00275948


Tree=263
num_leaves=30
num_cat=0
split_feature=12 2 2 2 12 2 2 16 16 14 49 0 2 31 49 16 12 16 12 0 0 12 159 16 50 2 16 2 16
split_gain=4375.38 1416.15 1105.1 1266.49 325.774 286.098 248.062 159.502 148.735 125.6 119.715 110.85 107.088 172.129 74.6697 62.3647 53.3212 46.7261 32.5892 26.6035 31.1391 25.9995 16.0379 15.1902 14.0009 12.7353 10.7796 10.3896 4.97067
threshold=0.078120000000000009 0.13447000000000003 0.10859000000000001 0.072175000000000017 0.093125000000000013 0.14253500000000002 0.092250000000000013 -0.23389999999999997 0.0054050000000000009 0.073890000000000011 0.090085000000000012 -0.11471499999999998 -0.10238999999999998 -0.0049949999999999986 -1.0000000180025095e-35 -0.071704999999999991 0.087855000000000003 -0.085134999999999975 0.11431500000000001 0.048825000000000007 -0.07087499999999998 -0.081654999999999991 0.082420000000000007 0.035560000000000008 0.10022000000000002 0.089865000000000014 0.0060400000000000011 0.090145000000000017 -0.086219999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 9 10 14 -6 17 11 22 -2 -1 -14 -5 25 24 -8 19 20 -17 -7 -4 27 26 -9 -13 -18 -27
right_child=1 -3 5 6 7 21 8 15 -10 -11 -12 16 13 -15 -16 18 23 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30
leaf_value=0.025385652721579537 0.035956504589313328 0.027395921700513737 0.02883214001119911 0.038065618724682018 0.033785976763606063 0.025329340798145122 0.035238159147248947 0.04003801682915064 0.038942565667581822 0.043794524902031347 0.032778085960709073 0.040394417293799598 0.02724961115736127 0.033341177794608018 0.042202074939186651 0.038256653875698432 0.039734301003610202 0.0316503453387771 0.035805275208810258 0.039565463654589919 0.036552967301977206 0.022688552347584771 0.027084275206940144 0.038273238495878201 0.04152057359108325 0.03810283318796566 0.039155441978906802 0.038815654515856154 0.039233473619133145
leaf_weight=53 53 76 103 57 68 53 52 92 53 57 54 535 77 58 69 180 333 52 68 54 135 54 60 90 74 56 57 124 62
leaf_count=53 53 76 103 57 68 53 52 92 53 57 54 535 77 58 69 180 333 52 68 54 135 54 60 90 74 56 57 124 62
internal_value=0 0.0387079 0.0313636 0.0339734 0.0391297 0.0275696 0.0375405 0.0376777 0.0353007 0.0399145 0.0293311 0.0397397 0.0286038 0.0298669 0.040331 0.0380866 0.039905 0.0334445 0.0375108 0.037825 0.0375266 0.0239969 0.0281889 0.0392858 0.0404136 0.0392847 0.0402752 0.0394851 0.0386971
internal_weight=0 2114 795 471 2038 324 283 715 157 1323 217 1266 188 135 126 647 1213 104 437 369 315 107 163 547 666 210 592 457 118
internal_count=2909 2114 795 471 2038 324 283 715 157 1323 217 1266 188 135 126 647 1213 104 437 369 315 107 163 547 666 210 592 457 118
is_linear=0
shrinkage=0.00266866


Tree=264
num_leaves=20
num_cat=0
split_feature=1 2 2 2 14 51 151 457 4 1 48 13 2 1 4 4 13 4 13
split_gain=250.603 49.6436 37.1039 53.7256 52.3841 33.4979 32.859 29.7325 26.9886 29.8391 31.2176 21.6026 44.5375 19.5305 17.0806 16.5702 16.394 14.1114 11.8974
threshold=0.11690500000000002 0.10523 0.12026500000000001 -0.0050599999999999994 -1.0000000180025095e-35 -0.41109999999999997 0.056555000000000001 0.087195000000000009 -0.46195999999999998 0.084815000000000015 0.085040000000000018 -0.097454999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 0.04105000000000001 0.41696500000000003 0.041960000000000004 0.066300000000000012 -0.032149999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -4 -3 7 11 -7 18 -11 13 -13 -1 16 -6 -14 -16 -10
right_child=2 5 4 -5 15 8 -8 -9 9 10 -12 12 14 -15 17 -17 -18 -19 -20
leaf_value=0.009514749522614132 0.0020729658604271214 0.011540872899537881 0.0062155893487745896 0.0090647561878827859 -0.0022713656209878298 0.010584154283266383 0.0053974793545050435 0.013155347404526181 0.0091853683682446841 0.0016508837941351707 0.0071026755013547009 0.0051525233264510632 0.010008707124172064 0.014115087640162595 0.0050172283185630174 0.0021764700168141774 0.0080826979044508404 0.0090671788845443548 0.0059046976073854514
leaf_weight=71 80 62 71 92 78 57 72 92 98 93 73 94 1331 73 55 56 198 86 77
leaf_count=71 80 62 71 92 78 57 72 92 98 93 73 94 1331 73 55 56 198 86 77
internal_value=0 0.00912856 0.00367626 0.00581315 0.00188304 0.00727396 0.00954026 0.00968937 0.00660909 0.00594444 0.00404876 0.00952221 0.00933237 0.0118473 0.0095676 -0.000412072 0.00975934 0.00748788 0.00774225
internal_weight=0 2532 377 172 205 460 2072 2000 398 341 166 1908 1764 144 1670 134 1529 141 175
internal_count=2909 2532 377 172 205 460 2072 2000 398 341 166 1908 1764 144 1670 134 1529 141 175
is_linear=0
shrinkage=0.00623867


Tree=265
num_leaves=28
num_cat=0
split_feature=2 2 2 12 52 2 150 52 3 3 13 3 16 12 3 52 16 3 13 13 47 2 2 16 13 16 2
split_gain=2372.77 1084.51 522.925 364.934 353.619 250.331 254.06 217.383 91.8847 85.8158 80.6402 58.2499 57.5279 50.9271 55.1492 47.4261 52.1702 37.2408 30.8798 26.7455 21.8488 15.1682 13.1952 13.0947 12.3719 7.56496 7.40278
threshold=0.11366500000000002 -1.0000000180025095e-35 0.16730000000000003 -0.012249999999999999 -0.41694999999999993 0.099655000000000007 0.082085000000000019 0.023800000000000005 -0.14088999999999999 -0.13827999999999999 -0.066634999999999986 -0.0070649999999999992 -0.013049999999999997 0.091290000000000024 0.093925000000000022 0.042815000000000006 0.0071000000000000013 -0.084524999999999975 -0.070774999999999991 -0.018299999999999997 0.10783500000000001 0.088735000000000022 0.084275000000000003 -0.073309999999999986 -0.044684999999999996 -0.10750499999999999 0.082690000000000013
decision_type=2 2 2 2 2 2 2 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 -2 8 9 11 -3 -7 -9 17 -1 14 19 16 -11 -6 -13 21 23 -10 -21 25 -17 -15 -25
right_child=2 5 -4 -5 7 6 -8 10 13 15 -12 18 -14 20 -16 24 -18 -19 -20 22 -22 -23 -24 26 -26 -27 -28
leaf_value=0.0024752220684181982 0.01651165890396248 0.020007480958127558 -0.00063240893188991028 0.013443938295752605 0.0053696681474727538 0.018213758157472254 0.0073610421429160808 0.0081217744485491856 0.017149334844097464 0.010656215529477219 0.013668269853814476 0.0023012351235185344 0.0071091239550958082 0.015514579834198945 0.014260670455094005 0.01454931610336835 0.014779619060107408 0.0093064554335620837 0.0058383015822439368 0.018873839520974937 0.014024612043495133 0.01603933465679697 0.017530203176930621 0.016144495264197683 0.01683579339536042 0.016977809667161722 0.015016815748671402
leaf_weight=66 60 98 76 93 52 73 58 52 559 68 69 59 56 52 75 52 71 57 53 124 67 187 254 129 56 183 138
leaf_count=66 60 98 76 93 52 73 58 52 559 68 69 59 56 52 75 52 71 57 53 124 67 187 254 129 56 183 138
internal_value=0 0.0156404 0.00745429 0.00842713 0.00898321 0.0163315 0.0138362 0.00766233 0.016837 0.0150097 0.0112849 0.00567874 0.00460255 0.0166612 0.0170547 0.0140626 0.0127627 0.00742868 0.00397535 0.0172411 0.0158321 0.0168711 0.0179711 0.0160732 0.0157352 0.0166542 0.0155618
internal_weight=0 2459 478 215 402 2244 378 342 1866 320 121 221 122 1768 1199 247 139 109 112 1124 569 746 378 502 108 235 267
internal_count=2937 2459 478 215 402 2244 378 342 1866 320 121 221 122 1768 1199 247 139 109 112 1124 569 746 378 502 108 235 267
is_linear=0
shrinkage=0.00336189


Tree=266
num_leaves=15
num_cat=0
split_feature=4 3 15 4 457 14 39 15 4 150 15 15 159 15
split_gain=147.944 97.1923 53.7115 55.5281 52.681 49.1102 48.8439 39.4065 28.0524 22.6238 42.9071 30.881 15.3775 5.73241
threshold=0.31392000000000003 0.28833000000000003 -0.43091499999999999 0.51292000000000015 0.11129500000000002 0.073890000000000011 0.094095000000000026 -0.26361999999999991 -0.51843499999999987 0.082085000000000019 -0.09053499999999999 -0.19153499999999998 0.10575500000000002 -0.047249999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 6 8 -4 -1 11 -11 -10 -5 -9
right_child=2 -3 7 12 -6 -7 -8 13 9 10 -12 -13 -14 -15
leaf_value=0.011608114083042494 0.010236595667066741 0.00046242106281535261 -0.0026259822650670402 0.0054616327569407593 0.0021345774750849973 0.011489847995308066 0.0033177975212262335 0.0043894456563484188 0.011539734826769968 0.0015740641371259217 0.0073057337435062601 0.0076204676927566087 0.0012197745266577847 0.0017970182700084577
leaf_weight=55 55 62 57 53 55 101 84 55 65 55 159 1975 54 52
leaf_count=55 55 62 57 53 55 101 84 55 65 55 159 1975 54 52
internal_value=0 0.00738141 0.00338561 0.00566955 0.00754968 0.00766907 0.00750779 0.00112917 0.00766019 0.00756383 0.00583292 0.00774538 0.00332144 0.00313013
internal_weight=0 2611 326 162 2549 2494 2393 164 2309 2254 214 2040 107 107
internal_count=2937 2611 326 162 2549 2494 2393 164 2309 2254 214 2040 107 107
is_linear=0
shrinkage=0.00559212


Tree=267
num_leaves=17
num_cat=0
split_feature=1 3 151 447 151 11 52 52 1 3 4 1 133 52 4 3
split_gain=120.616 65.2243 33.2723 44.8384 43.4397 37.0031 46.7034 43.6745 32.3143 30.4261 26.6585 25.354 20.8004 11.7819 19.3824 9.77399
threshold=0.12988000000000002 0.11745500000000002 -0.14525499999999997 0.085135000000000016 -0.086654999999999982 1.0000000180025095e-35 -0.0083399999999999985 -0.54933499999999991 0.10373000000000002 -0.12077499999999998 0.028075000000000006 0.11215000000000001 0.085785000000000014 -0.13963499999999998 0.6214050000000001 0.076825000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 -4 8 7 -7 9 -6 -3 -10 -1 -2 15 -15
right_child=13 10 3 -5 5 6 -8 -9 11 -11 -12 -13 -14 14 -16 -17
leaf_value=0.01128641351481253 -0.00026994681442795001 0.0047260208642586499 0.0022452203250604296 0.0013645215171873583 0.0024050861191155719 0.0072504671315076104 0.0053414970163042138 0.013788087115137144 0.001809992919906673 0.0062432476914135327 -0.00022928587964447127 0.0054716437367164526 0.0065629255427092949 0.0020428404623205401 -0.00012604744460934111 0.0048402815172042422
leaf_weight=52 53 56 85 61 60 58 87 57 90 1831 67 130 53 64 55 78
leaf_count=52 53 56 85 61 60 58 87 57 90 1831 67 130 53 64 55 78
internal_value=0 0.00579819 0.00597911 0.00585425 0.00596843 0.00610523 0.00827362 0.0104913 0.00589771 0.0061215 0.00202633 0.00397395 0.00890272 0.00194795 0.00254493 0.00357986
internal_weight=0 2687 2564 2459 2398 2313 202 115 2111 1891 123 220 105 250 197 142
internal_count=2937 2687 2564 2459 2398 2313 202 115 2111 1891 123 220 105 250 197 142
is_linear=0
shrinkage=0.00530149


Tree=268
num_leaves=18
num_cat=0
split_feature=2 10 52 52 9 13 484 2 48 2 0 52 43 1 43 0 52
split_gain=87.4553 61.3145 56.5895 59.0734 50.7672 26.2819 17.6035 16.0543 15.4372 16.8986 22.1905 19.3473 20.5357 13.9662 13.5714 25.9657 9.14895
threshold=0.11366500000000002 0.057650000000000007 -0.41694999999999993 -0.082174999999999984 -1.0000000180025095e-35 -0.0073899999999999999 0.12428000000000002 0.12623500000000001 -0.085909999999999986 0.098655000000000007 -0.13843999999999998 0.20131000000000002 -0.40685999999999994 0.080545000000000019 -0.063379999999999978 -0.10998999999999999 -0.27957499999999996
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 -1 14 8 -7 -6 11 -11 12 -10 -13 -5 -16 -12
right_child=2 -3 3 5 6 7 -8 -9 9 10 16 13 -14 -15 15 -17 -18
leaf_value=0.00044217015529987222 0.0066599503983765414 0.00032669253410582316 -0.0023618074708296063 0.0032283326515628236 0.0073126109145563072 0.002268642610610321 0.0070026705237435614 0.0055917072537361376 0.0073713341027371931 0.0016035581897322249 0.0030636752970392622 0.002049429042344314 0.004882100828783157 0.0046268517973356432 0.0029126946066107594 -0.0012408566309966612 0.0049575214966364987
leaf_weight=65 60 79 72 64 52 62 81 76 82 90 87 94 1532 104 62 82 193
leaf_count=65 60 79 72 64 52 62 81 76 82 90 87 94 1532 104 62 82 193
internal_value=0 0.00452536 0.00226093 0.00162937 0.00466471 0.00246006 0.00478325 0.00409911 0.00470275 0.00464053 0.00369666 0.00483324 0.0050086 0.00340349 0.00137236 0.000547119 0.00436926
internal_weight=0 2459 478 418 2380 346 2315 138 2234 2182 370 1812 1614 198 208 144 280
internal_count=2937 2459 478 418 2380 346 2315 138 2234 2182 370 1812 1614 198 208 144 280
is_linear=0
shrinkage=0.00484353


Tree=269
num_leaves=19
num_cat=0
split_feature=45 4 2 48 16 14 15 15 49 51 49 49 16 11 4 16 49 3
split_gain=67.2511 63.6422 42.5576 32.5494 34.7008 31.7565 98.6922 45.2065 30.6055 28.1346 22.6247 38.2768 33.4873 19.0399 51.8623 29.18 18.0365 17.8071
threshold=0.08179500000000002 0.028075000000000006 0.13388500000000003 0.12036500000000001 -0.49353499999999995 -0.42227999999999993 -0.2987999999999999 -0.033234999999999994 -0.045154999999999994 -0.22411499999999998 -0.088164999999999979 -0.047859999999999993 -0.018754999999999997 0.079225000000000004 -0.49911499999999992 0.41378500000000007 0.091860000000000011 0.0012800000000000001
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 8 -6 -7 16 -3 -1 -11 12 -12 14 -13 -15 -8 -10
right_child=-2 3 -4 -5 5 6 7 -9 17 10 11 13 -14 15 -16 -17 -18 -19
leaf_value=0.0081563344282996608 0.010732426851793948 0.0017832977627480521 -0.00024562741535452763 -0.001835789066703279 0.0054601708261367895 -0.0040329794267775047 0.0054849517218461992 -0.0011898782765806786 0.0048435638526752893 0.0074612718546468552 -0.0022098814878192168 0.0096798234295937657 0.0036544883834373032 -0.00085807207258476782 0.0046232128986655454 0.0052415661193197785 0.0021766208289638279 0.0090885295343365122
leaf_weight=79 53 74 61 53 78 90 143 70 92 90 52 73 94 52 1579 56 94 54
leaf_count=79 53 74 61 53 78 90 143 70 92 90 52 73 94 52 1579 56 94 54
internal_value=0 0.00406554 0.00458109 0.00259327 0.00293111 0.00203912 0.00136682 0.00295003 0.00485672 0.00472301 0.00458709 0.00445134 0.00156538 0.00469071 0.0048467 0.00230412 0.00417305 0.00641405
internal_weight=0 2884 2136 748 695 475 397 307 220 2075 1996 1906 146 1760 1652 108 237 146
internal_count=2937 2884 2136 748 695 475 397 307 220 2075 1996 1906 146 1760 1652 108 237 146
is_linear=0
shrinkage=0.00586418


Tree=270
num_leaves=26
num_cat=0
split_feature=1 3 1 2 2 150 2 16 52 3 2 0 1 11 2 1429 50 3 0 51 48 3 16 48 0
split_gain=2624.28 438.758 302.944 229.227 167.124 139.712 118.092 93.5442 193.449 121.104 82.1189 81.9372 60.8073 97.3284 59.1138 52.9312 29.8779 30.6971 39.3256 25.8617 20.8681 29.5311 18.1958 9.20344 5.68568
threshold=0.10921500000000002 -0.055389999999999988 0.095920000000000019 0.11426500000000002 0.091525000000000009 0.082085000000000019 0.14290000000000003 0.26900000000000007 0.12109500000000002 -0.046079999999999989 -1.0000000180025095e-35 -0.10228499999999999 0.089875000000000024 1.0000000180025095e-35 0.12414000000000001 0.084710000000000021 0.08956500000000002 -0.023409999999999997 -0.045139999999999993 -0.24168999999999999 0.087695000000000009 0.057935000000000007 -0.077679999999999985 0.093015000000000014 -0.081864999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 12 7 10 8 9 -4 -3 -12 13 15 16 20 17 18 19 -6 21 -1 -14 -22 -24
right_child=1 6 5 -5 14 -7 -8 -9 -10 -11 11 -13 22 -15 -16 -17 -18 -19 -20 -21 23 -23 24 -25 -26
leaf_value=0.01553077877604438 0.013483111624339737 0.0024125261927530955 0.011985254242516938 0.0055909654876101578 0.01176566791019676 0.0073110945918937985 0.00079818692807831081 0.015487263032506669 0.015997699328060173 0.0051482718034351563 0.004608389500244608 0.0094803732963996742 0.012067910109585581 0.01935910726877204 0.010059255007212279 0.012761296194165533 0.01535925162761333 0.011431656681575232 0.010901202767194539 0.014257602669568147 0.013127310541094596 0.018051026570488307 0.015019147382250809 0.015101154119118509 0.01367784000856658
leaf_weight=870 100 85 56 67 52 78 101 74 57 57 101 60 60 69 57 82 88 83 52 367 52 54 60 52 84
leaf_count=870 100 85 56 67 52 78 101 74 57 57 101 60 60 69 57 82 88 83 52 367 52 54 60 52 84
internal_value=0 0.0059203 0.0141386 0.010317 0.0145996 0.0111583 0.0038042 0.0123879 0.0110386 0.00853682 0.00503823 0.00642425 0.0152647 0.0155528 0.0132836 0.0153162 0.0135698 0.0132855 0.0136121 0.0139484 0.01552 0.0156781 0.0135992 0.0141146 0.014237
internal_weight=0 514 2404 167 2082 322 347 244 170 113 246 161 1383 1179 699 1110 642 554 471 419 1028 924 204 104 144
internal_count=2918 514 2404 167 2082 322 347 244 170 113 246 161 1383 1179 699 1110 642 554 471 419 1028 924 204 104 144
is_linear=0
shrinkage=0.00330125


Tree=271
num_leaves=27
num_cat=0
split_feature=1 3 1 2 4 52 12 2 2 52 14 4 2 475 1 12 1 4 43 42 42 1 43 15 42 4
split_gain=2483.88 447.92 286.405 223.372 185.748 195.624 158.86 158.823 158.608 86.7481 73.4435 64.0791 51.0684 39.5754 38.6536 36.9106 35.8012 35.6904 28.3144 26.5837 29.6342 25.4123 24.1303 32.2504 14.9176 10.3227
threshold=0.10921500000000002 -0.063264999999999988 0.095920000000000019 0.11426500000000002 -0.16523499999999997 0.14032500000000003 0.091345000000000023 0.092005000000000017 0.14290000000000003 0.057445000000000003 0.073890000000000011 0.27420500000000009 0.12414000000000001 -0.087769999999999987 0.086165000000000005 -1.0000000180025095e-35 0.078435000000000019 -0.078454999999999983 -0.080454999999999985 -0.0086449999999999982 0.083250000000000005 0.14720000000000003 -0.07409499999999998 0.086605000000000015 0.084835000000000008 0.058025000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 -2 -4 6 18 10 9 11 13 -3 15 -1 16 -9 24 -17 -6 -16 -21 -10 25 -24 -15 -19
right_child=1 8 4 -5 5 -7 -8 12 21 -11 -12 -13 -14 14 19 17 -18 22 -20 20 -22 -23 23 -25 -26 -27
leaf_value=0.013203648941988094 0.014752487653453968 0.0075748452458423935 0.016825249889575233 0.0070318752226311843 0.0091937497118275979 0.0162671521410605 0.01372587691433752 0.01217084418240745 0.0034866530728817433 0.010132624636793515 0.019246695240796668 0.0038693367576342033 0.011264155072664964 0.016492690581824634 0.016804935317105744 0.016491483074665046 0.018506362438031738 0.015658652308266144 0.0062321981342210904 0.012803116644205746 0.015244696220443176 0.00031512996394610288 0.012663437939152181 0.014951558236862105 0.015622707301790058 0.014040005418332861
leaf_weight=54 97 90 70 64 58 55 61 66 52 56 71 103 57 541 73 96 73 139 78 69 200 52 142 115 328 58
leaf_count=54 97 90 70 64 58 55 61 66 52 56 71 103 57 541 73 96 73 139 78 69 200 52 142 115 328 58
internal_value=0 0.00725026 0.0150179 0.0116836 0.0122026 0.0109183 0.00942485 0.0154534 0.00522814 0.00661756 0.0160657 0.00559747 0.0141712 0.0158969 0.0160102 0.0144402 0.0163459 0.0147124 0.00749546 0.0150853 0.0146185 0.00190122 0.0143362 0.0136874 0.0161644 0.0151823
internal_weight=0 514 2404 161 322 252 197 2082 353 249 1409 193 673 1338 1284 616 942 550 136 342 269 104 454 257 869 197
internal_count=2918 514 2404 161 322 252 197 2082 353 249 1409 193 673 1338 1284 616 942 550 136 342 269 104 454 257 869 197
is_linear=0
shrinkage=0.00320719


Tree=272
num_leaves=35
num_cat=0
split_feature=1 1 12 2 47 1 1 15 11 12 15 16 0 13 1 123 2 131 51 15 42 51 42 16 1 12 0 16 0 15 12 42 12 131
split_gain=2301.68 422.798 401.256 163.664 144.734 84.5466 84.1848 187.555 78.921 72.4957 66.3811 57.1259 52.6412 50.0719 54.3277 39.9649 39.6198 37.2555 36.0573 34.421 27.029 24.5379 24.2772 41.9236 22.7429 19.8411 18.3531 18.2179 11.6777 9.38534 5.1788 4.09087 2.96323 1.55026
threshold=0.10290000000000001 0.12313000000000002 0.088365000000000013 0.091525000000000009 0.085585000000000008 0.089875000000000024 0.089370000000000019 -1.0000000180025095e-35 1.0000000180025095e-35 0.099980000000000013 -0.41725999999999991 -0.087969999999999979 0.064400000000000013 -0.0015099999999999998 0.10932500000000002 0.083430000000000018 0.14346500000000004 0.088565000000000019 -0.26578999999999992 -0.50173499999999993 0.11697 -0.014989999999999998 0.084050000000000014 0.014185000000000001 0.086115000000000011 0.081320000000000017 -0.072529999999999983 -0.067969999999999989 -0.084154999999999994 0.084735000000000019 0.086535000000000015 0.085345000000000018 0.088465000000000002 0.089145000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 10 8 12 -8 22 17 19 -7 18 15 -15 -2 -12 -4 -5 -3 21 -20 24 28 25 -1 31 -23 30 -27 -24 -13 -30 -33
right_child=1 4 9 6 -6 11 7 -9 -10 -11 16 26 -14 14 -16 -17 -18 -19 20 -21 -22 27 23 -25 -26 29 -28 -29 32 -31 -32 33 -34 -35
leaf_value=0.018286671314711643 0.0058108273858029236 0.0056808930938044115 0.018045611565296858 0.013373052869635273 0.010680776024435446 0.012090230624571549 0.008261257482126149 0.01596131190893393 0.019522120985016607 0.012456584157164967 0.0058403680625778243 0.016472929534885994 0.012278054252415222 0.012507225931596724 0.0084707842666095039 0.0091670807937568981 0.0023328197271444938 0.014609040021873224 0.017286144654173195 0.0089058951374963828 0.013594583841818695 0.015993346710597524 0.016698938268714318 0.013493311151402117 0.015365938498528199 0.017081215234716517 0.013969799984297001 0.014753569505342757 0.014983726566799934 0.016237813737840275 0.015886031630729817 0.015929050491715422 0.015917422016574628 0.01524650896729505
leaf_weight=79 52 54 52 80 64 53 52 53 69 66 55 60 57 53 58 68 52 53 68 56 58 210 222 55 88 257 57 187 67 195 95 52 52 69
leaf_count=79 52 54 52 80 64 53 52 53 69 66 55 60 57 53 58 68 52 53 68 56 58 210 222 55 88 257 57 187 67 195 95 52 52 69
internal_value=0 0.00958482 0.0114793 0.0156257 0.00687444 0.016188 0.014545 0.0121482 0.0165314 0.0148237 0.00575169 0.0147968 0.0149262 0.00900349 0.0103984 0.00771296 0.00413605 0.0163113 0.0151765 0.00732299 0.0154523 0.015684 0.0163454 0.015866 0.0167257 0.016951 0.0153994 0.0154094 0.0161652 0.0167174 0.0164554 0.0158495 0.015392 0.0155401
internal_weight=0 683 402 2235 281 1470 765 105 1179 171 217 291 660 231 111 120 107 105 603 110 523 465 1110 491 619 531 238 397 436 452 317 181 119 121
internal_count=2918 683 402 2235 281 1470 765 105 1179 171 217 291 660 231 111 120 107 105 603 110 523 465 1110 491 619 531 238 397 436 452 317 181 119 121
is_linear=0
shrinkage=0.00287985


Tree=273
num_leaves=21
num_cat=0
split_feature=4 13 16 4 13 14 124 4 4 51 457 43 16 43 13 13 47 43 11 50
split_gain=88.0326 71.2619 52.7179 63.0089 35.9857 36.4013 33.1576 28.1098 60.0371 25.8583 29.9932 44.6361 24.8398 23.9119 54.347 20.0673 17.6482 17.3111 11.817 5.68293
threshold=0.028075000000000006 0.15415000000000004 -0.049824999999999994 0.056815000000000011 -0.16392499999999996 0.073890000000000011 -0.077084999999999987 -0.37626499999999991 -0.10701499999999999 0.14039500000000002 0.08351500000000002 -0.060849999999999994 0.25032500000000008 0.037915000000000011 -0.11279499999999999 0.19761500000000001 0.094695000000000015 -0.00080499999999999983 0.08184000000000001 -0.041284999999999995
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 6 -4 -1 7 -2 12 -9 10 15 -12 -6 14 -8 -10 17 -16 -14 -5
right_child=1 -3 3 19 5 -7 13 8 9 -11 11 -13 18 -15 16 -17 -18 -19 -20 -21
leaf_value=0.002572377824202535 0.0017655125924688668 -0.0034947967997818827 -0.004596033660848424 0.0027364517800826048 0.012736182404226403 0.012260603358347355 0.00021892556663385143 -0.00017431668857924616 0.0075093958159990881 0.002344207114086581 0.0073527130903896423 -0.00098983361705115634 0.0051969172666628391 0.010279179304158068 0.0068682789379474361 0.011772584602464 0.0039613118551738357 0.0110210875568558 0.0099055327607365847 0.0056258099111071054
leaf_weight=79 70 53 54 59 85 77 63 57 1521 53 86 52 53 91 131 58 55 83 55 83
leaf_count=79 70 53 54 59 85 77 63 57 1521 53 86 52 53 91 131 58 55 83 55 83
internal_value=0 0.00444813 0.00505924 0.00193983 0.00728416 0.00746163 0.00629925 0.00727866 0.00700594 0.00723721 0.0073882 0.00420859 0.00985994 0.00704933 0.00616382 0.00766604 0.00755583 0.0084793 0.00759553 0.00442584
internal_weight=0 742 689 196 2176 2097 493 2020 1827 1770 1717 138 193 423 332 1579 269 214 108 142
internal_count=2918 742 689 196 2176 2097 493 2020 1827 1770 1717 138 193 423 332 1579 269 214 108 142
is_linear=0
shrinkage=0.00710933


Tree=274
num_leaves=20
num_cat=0
split_feature=1 9 457 457 0 49 0 48 131 0 1429 150 52 0 49 0 3 3 49
split_gain=91.0353 47.1727 46.4018 38.4588 37.0699 33.6139 24.1766 21.8115 18.609 27.0238 17.4878 17.3289 16.5461 41.1975 17.3876 34.4117 21.2962 12.3725 9.84517
threshold=0.11378500000000001 0.08542000000000001 0.10538500000000002 0.084715000000000013 -0.15530999999999998 -0.038669999999999989 -0.076734999999999984 0.093225000000000016 0.086990000000000012 -0.062714999999999979 0.086765000000000009 0.084360000000000004 -0.092084999999999986 -0.097604999999999983 -0.00064499999999999985 -0.14076499999999997 0.040040000000000006 -0.097199999999999995 -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 -2 -6 12 10 9 -7 17 -5 13 -1 15 -14 -16 -8 -15
right_child=4 -3 -4 11 5 8 7 -9 -10 -11 -12 -13 14 18 16 -17 -18 -19 -20
leaf_value=0.0094843331966657524 -0.0023645512904507272 0.009480036386140922 -0.00062449902172339678 0.0054616462096718325 -0.00076405648517459054 0.004362086885767294 0.0020025268081214232 0.00029043490858567838 0.005315402124394737 0.00037623221380770125 0.0064931851522751285 0.0098143473500460245 -0.00050598988556786327 0.0065241328754963284 0.0046442658379842504 0.0044521860011066854 0.0080893040796455318 0.0039725248068716587 0.0037269532768777385
leaf_weight=74 54 57 52 52 76 101 123 56 93 101 66 57 57 55 1106 153 56 412 117
leaf_count=74 54 57 52 52 76 101 123 56 93 101 66 57 57 55 1106 153 56 412 117
internal_value=0 0.00458015 0.00446548 0.00457652 0.00185211 0.00246602 0.00442501 0.00354335 0.00329837 0.00236945 0.00384635 0.00773836 0.00478298 0.00608471 0.00454953 0.00310612 0.00481034 0.00351972 0.00462174
internal_weight=0 2493 2436 2384 425 371 2275 657 295 202 601 109 1618 246 1372 210 1162 535 172
internal_count=2918 2493 2436 2384 425 371 2275 657 295 202 601 109 1618 246 1372 210 1162 535 172
is_linear=0
shrinkage=0.00544778


Tree=275
num_leaves=28
num_cat=0
split_feature=1 52 1 12 14 3 3 4 4 4 48 475 2 150 1 0 12 0 160 4 48 12 133 4 2 133 15
split_gain=2763.64 619.782 349.173 345.705 138.532 121.532 124.386 103.9 84.1945 73.7741 97.2015 60.2867 63.1068 66.6488 60.051 44.3029 35.449 33.7228 33.4648 19.3301 17.9548 11.2482 9.94011 12.4401 10.0841 9.21573 3.60126
threshold=0.10123500000000001 -0.41694999999999993 0.12988000000000002 0.088365000000000013 0.073890000000000011 -0.12077499999999998 -0.06717999999999999 0.31392000000000003 0.057200000000000008 0.056815000000000011 0.085760000000000017 -0.064294999999999991 0.11934000000000002 0.084380000000000024 0.080320000000000016 -0.095554999999999987 0.090205000000000021 -0.14259999999999998 -1.0000000180025095e-35 -0.080324999999999994 0.083980000000000013 0.083785000000000012 0.093845000000000026 0.0049450000000000006 0.10406500000000002 0.089625000000000024 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
left_child=4 -2 3 9 5 14 16 -4 -5 10 -3 -8 13 17 -1 -9 20 -13 -11 26 21 -7 24 -24 -21 -23 -18
right_child=1 2 7 8 -6 6 11 15 -10 18 -12 12 -14 -15 -16 -17 19 -19 -20 22 -22 25 23 -25 -26 -27 -28
leaf_value=0.011397565942794981 0.013497052237715974 0.00010610515391570751 0.0045750995455065783 0.0131807798191059 0.016187650072910204 0.014572461521258351 0.0082315157530003426 0.0025757142827239148 0.0084681803189041588 0.0079709995548821883 0.0050766383546514051 0.014846196291437479 0.0085361630065041907 0.0093347141739787559 0.0071122871990567131 -0.00078782967106277683 0.013888285627823457 0.01215368784564858 0.0050837825275321076 0.012092895651817218 0.012017791980569051 0.013398210789457977 0.011981451026654051 0.010289731911074473 0.013388882460283497 0.012514573785407296 0.012907817971947975
leaf_weight=60 83 54 87 56 84 62 57 55 80 57 93 52 53 63 54 89 55 183 90 232 97 684 141 52 68 122 85
leaf_count=60 83 54 87 56 84 62 57 55 80 57 93 52 53 63 54 89 55 183 90 232 97 684 141 52 68 122 85
internal_value=0 0.00590777 0.00495475 0.00652437 0.0124754 0.0123283 0.0124966 0.00203282 0.0104089 0.00472734 0.00325094 0.011044 0.0115006 0.0120278 0.00936797 0.000496639 0.0128674 0.0127496 0.00620353 0.0123248 0.0132233 0.013358 0.0120498 0.0115258 0.0123868 0.0132645 0.0132932
internal_weight=0 744 661 430 2204 2120 2006 231 136 294 147 408 351 298 114 144 1598 235 147 633 965 868 493 193 300 806 140
internal_count=2948 744 661 430 2204 2120 2006 231 136 294 147 408 351 298 114 144 1598 235 147 633 965 868 493 193 300 806 140
is_linear=0
shrinkage=0.00294641


Tree=276
num_leaves=29
num_cat=0
split_feature=1 3 2 2 51 31 2 1429 133 0 16 49 39 3 2 47 16 16 50 16 1 1 42 16 43 0 16 16
split_gain=123.589 45.5077 55.461 45.6308 43.3409 37.9384 34.1941 33.9647 82.1628 26.0714 45.7435 38.8356 22.5422 20.7825 47.8878 14.549 11.8043 17.7243 16.4538 13.0497 9.31376 8.31593 10.9738 7.76222 7.03852 8.39937 5.97672 5.68255
threshold=0.10075500000000003 -0.12077499999999998 -1.0000000180025095e-35 0.10060500000000001 -0.023999999999999997 -0.070344999999999991 0.11248000000000001 0.084770000000000012 0.084735000000000019 -0.10228499999999999 -0.016079999999999994 -0.021474999999999998 0.089155000000000012 0.13772500000000001 0.11382000000000002 0.11002500000000003 0.0077850000000000011 -0.0021749999999999994 1.0000000180025095e-35 0.08215500000000002 0.091395000000000018 0.085410000000000014 -0.011964999999999998 -0.12653999999999996 0.0049250000000000014 -0.093374999999999986 -0.076909999999999992 -0.083269999999999997
decision_type=2 2 2 2 2 2 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 5 15 -5 -3 -2 9 -9 10 11 -1 13 14 -6 -4 17 20 19 -18 24 22 -21 -13 25 -11 -22 -26
right_child=1 2 3 4 12 -7 -8 8 -10 16 -12 23 -14 -15 -16 -17 18 -19 -20 21 26 -23 -24 -25 27 -27 -28 -29
leaf_value=0.0021742440779073456 0.0082067668678491145 0.0014257019457337955 0.0065395371365204466 -0.0028321626917629365 0.0011050728414011637 -0.0055059105920197146 0.0022116733833916283 -0.0028669887984304932 0.0059222067845202389 0.0036104834435178364 0.011745966803874051 0.0085105538424045928 -0.00046798169429161586 0.0011690843994147998 0.0088803703126916905 0.0027216161648643935 0.0014214238800994146 0.0077324810348291945 0.0069716764403989426 0.0057740637080774546 0.0019795089544375859 0.0063193275868437433 0.0027203637085442584 0.0056482725665421007 0.0051909218787047637 0.0056406246984157388 0.0045146351398591108 0.0033535412138735897
leaf_weight=74 71 53 95 75 56 60 65 64 93 80 56 94 77 89 57 57 80 93 58 60 52 52 140 53 125 811 92 116
leaf_count=74 71 53 95 75 56 60 65 64 93 80 56 94 77 89 57 57 80 93 58 60 52 52 140 53 125 811 92 116
internal_value=0 0.00221451 0.00152729 0.0023719 0.0011968 -0.00225424 0.00534193 0.00501545 0.00233894 0.00522181 0.00692495 0.00570304 0.00228008 0.00332793 0.00502769 0.00510824 0.00495357 0.00521479 0.00403648 0.00352351 0.00503124 0.00419058 0.00363679 0.00747901 0.0052133 0.00545842 0.00359962 0.0043068
internal_weight=0 755 619 506 354 113 136 2193 157 2036 277 221 279 202 113 152 1759 1369 390 332 1276 252 200 147 1132 891 144 241
internal_count=2948 755 619 506 354 113 136 2193 157 2036 277 221 279 202 113 152 1759 1369 390 332 1276 252 200 147 1132 891 144 241
is_linear=0
shrinkage=0.00597056


Tree=277
num_leaves=24
num_cat=0
split_feature=4 13 44 1 148 15 4 475 151 1 16 15 1 1186 131 131 151 16 1452 13 16 1 4
split_gain=92.3526 40.0486 39.4945 40.3786 53.2259 47.8026 69.2284 44.9968 28.3077 18.7881 15.5929 19.8068 17.9004 9.39786 9.10276 12.6243 9.41762 9.39105 9.64 7.6862 8.85519 8.71169 4.79227
threshold=0.31392000000000003 0.053700000000000005 0.081710000000000019 0.077375000000000013 -0.043434999999999994 1.0000000180025095e-35 -0.14345499999999997 -0.083904999999999993 -0.085989999999999983 0.094775000000000012 -0.14879499999999998 -0.10566999999999999 0.12895500000000001 0.084505000000000011 0.078355000000000022 0.11347000000000002 -0.098204999999999987 -0.085454999999999989 0.086470000000000005 -0.05171499999999999 -0.081324999999999995 0.094090000000000021 -0.082274999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 13 -5 7 -7 -6 -9 -10 11 12 -2 14 16 -16 -1 22 -19 21 -21 -8 -18
right_child=1 -3 -4 4 5 6 19 8 9 -11 -12 -13 -14 -15 15 -17 17 18 -20 20 -22 -23 -24
leaf_value=0.0055918881944599947 0.005215404804351685 -0.0033376428062789091 0.0081535581106965734 -0.0019375973305836335 -0.0015730013980214291 0.0098961285455471757 0.0017098393167532485 -3.2349374594907297e-05 0.0045702995911930857 0.0023062303415138799 -0.0011897986834988419 -0.00065128536518744716 0.0014733201347808618 0.0062419455985230129 0.0068312858535032571 0.0036141887505079183 0.0053975687795637054 0.0031975344254227002 0.0055172506991217011 0.0061605872499453851 0.0034253616475821533 0.0041894550610264434 0.004020023086729523
leaf_weight=78 65 63 52 68 85 57 101 95 172 270 52 55 84 52 70 70 95 783 55 52 98 68 308
leaf_count=78 65 63 52 68 85 57 101 95 172 270 52 55 84 52 70 70 95 783 55 52 98 68 308
internal_value=0 0.000484903 0.00353465 0.00344142 0.00264362 0.00295583 0.00446256 0.00204492 0.00261769 0.0031874 0.00142583 0.00209284 0.00310616 0.00400423 0.00392443 0.00522315 0.00378654 0.00367303 0.00334985 0.00349149 0.00437395 0.00270789 0.0043449
internal_weight=0 319 2629 2577 1066 998 376 622 537 442 256 204 149 1511 1459 140 1319 1241 838 319 150 169 403
internal_count=2948 319 2629 2577 1066 998 376 622 537 442 256 204 149 1511 1459 140 1319 1241 838 319 150 169 403
is_linear=0
shrinkage=0.00535224


Tree=278
num_leaves=27
num_cat=0
split_feature=4 2 12 4 0 2 49 49 12 2 124 4 157 4 42 49 43 16 0 483 51 0 12 16 2 12
split_gain=2381.39 741.315 443.023 239.982 284.633 317.666 102.109 93.606 77.1802 67.7476 56.2794 50.7053 36.9276 32.1947 40.4724 38.7901 32.1815 31.1613 28.1746 18.7443 14.8136 14.5053 13.6751 12.3071 9.89507 7.97311
threshold=0.31392000000000003 0.13447000000000003 0.056995000000000011 -0.17568999999999999 -0.076734999999999984 0.093200000000000019 0.0060400000000000011 -0.065999999999999989 0.091545000000000015 0.14019000000000004 -1.0000000180025095e-35 0.053330000000000009 -0.080514999999999989 -0.085594999999999991 0.073240000000000013 -0.079769999999999994 -1.0000000180025095e-35 -0.034884999999999992 -0.081704999999999986 -0.076904999999999987 -0.090039999999999995 -0.12368999999999998 0.098355000000000012 -0.073309999999999986 0.085075000000000026 0.10312
decision_type=2 2 2 2 2 2 2 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 17 -3 -7 13 10 -2 12 -10 14 24 -15 -12 -5 25 -17 -21 -18 -13 -20 -4 -14
right_child=9 6 8 4 -6 7 -8 -9 11 -11 16 22 18 15 -16 19 21 -19 23 20 -22 -23 -24 -25 -26 -27
leaf_value=0.017405762898797129 0.0034229344328034388 0.0040928097871896184 0.017916442916907565 0.015361423879036799 0.0062864399411514593 0.013490243934896024 0.010366407475222588 0.0078466682997904366 0.01319368378547362 0.0024467230613621784 0.0048808351111491568 0.0147567272074391 0.018223498660477414 0.014074799897780967 0.020716799313391477 0.018431196523803216 0.0070127989317585156 0.018687393696751823 0.01657026328988544 0.015002150579127106 0.016768966944190878 0.0093164374868550098 0.012642645291209415 0.015397106968045637 0.016046590882256698 0.016550899452752201
leaf_weight=98 64 66 85 67 95 52 56 101 55 74 52 69 77 66 52 75 70 65 149 60 793 59 75 358 55 60
leaf_count=98 64 66 85 67 95 52 56 101 55 74 52 69 77 66 52 75 70 65 149 60 793 59 75 358 55 60
internal_value=0 0.0151973 0.0155975 0.0126382 0.0114086 0.0131158 0.00697279 0.00976499 0.0162947 0.00531235 0.00617774 0.0155038 0.0158844 0.0168568 0.0181396 0.016609 0.00715161 0.0169995 0.0161141 0.0167892 0.0166447 0.00806668 0.0136559 0.015742 0.0171821 0.0174912
internal_weight=0 2629 2507 478 380 285 122 153 2029 319 245 843 699 1186 192 994 181 132 644 928 853 129 144 507 140 137
internal_count=2948 2629 2507 478 380 285 122 153 2029 319 245 843 699 1186 192 994 181 132 644 928 853 129 144 507 140 137
is_linear=0
shrinkage=0.00341647


Tree=279
num_leaves=22
num_cat=0
split_feature=1 52 10 52 16 16 52 48 474 12 448 2 12 158 481 475 12 43 51 51 43
split_gain=78.7577 44.3229 53.6224 44.2892 24.9952 51.4127 24.8701 21.2064 20.0791 41.1024 16.5901 12.7758 9.54992 12.3941 9.69253 9.06941 10.1737 35.6863 7.3366 6.99821 2.98262
threshold=0.10075500000000003 -0.34918499999999997 -0.082174999999999984 -0.15201999999999996 0.061775000000000004 -0.0098949999999999975 0.17160000000000003 0.081520000000000023 0.085295000000000024 0.083885000000000015 -0.071849999999999983 0.087035000000000015 0.11878500000000002 0.085110000000000005 -0.077709999999999987 -0.087769999999999987 0.086730000000000015 -0.116045 0.11178000000000002 -0.021529999999999997 -0.077614999999999976
decision_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 -4 5 6 7 -5 10 -10 -1 -11 13 15 -15 -12 17 -17 -18 -13 -16
right_child=1 2 3 4 -6 -7 -8 -9 9 11 12 19 -14 14 20 16 18 -19 -20 -21 -22
leaf_value=0.0076952880265767779 0.0057905412572162498 0.0061301309429706349 -0.0045691484234825991 0.002344412297484329 0.004930399162264584 -0.0030677352967338344 0.0056073352864327323 -0.00089148434200169108 -0.0019669620300014146 0.0016495976688622837 0.00182403568704791 0.0068123313511402979 0.0019982846489357414 0.0036880110191246378 0.0057963417604913175 0.009189237842148347 0.0040467922916102538 0.0043944331433546941 0.0020720957528414597 0.0036787796649278451 0.007653952308869642
leaf_weight=53 94 76 52 205 60 99 54 115 57 55 57 52 65 53 61 63 937 548 74 52 66
leaf_count=53 94 76 52 205 60 99 54 115 57 55 57 52 65 53 61 63 937 548 74 52 66
internal_value=0 0.00191479 0.00136353 0.000744168 0.00126266 0.000797272 0.00182053 0.00118131 0.00417374 0.00242691 0.00436456 0.00400248 0.00427278 0.00435227 0.0058574 0.00419087 0.00427401 0.00488893 0.00390232 0.00524617 0.00676222
internal_weight=0 755 661 585 533 473 374 320 2193 216 1977 159 1924 1859 180 1679 1622 611 1011 104 127
internal_count=2948 755 661 585 533 473 374 320 2193 216 1977 159 1924 1859 180 1679 1622 611 1011 104 127
is_linear=0
shrinkage=0.00603191


Tree=280
num_leaves=30
num_cat=0
split_feature=1 1 12 124 2 10 52 1 12 2 52 12 11 14 12 12 12 2 2 3 1429 0 42 43 52 1 42 3 52
split_gain=2664.16 552.651 420.158 227.365 162.999 111.288 84.7302 78.5942 91.9914 64.8412 56.079 48.7202 55.7599 45.0839 42.4287 40.5088 35.6458 30.2329 85.9001 28.5395 21.2891 25.7937 15.9981 18.7673 13.8173 10.6754 13.8376 9.81645 8.3482
threshold=0.10398500000000001 0.13686500000000004 0.087805000000000008 -0.083859999999999976 0.10100500000000003 -0.020369999999999996 -0.22118499999999996 0.089625000000000024 0.085845000000000019 0.13226500000000005 0.0049050000000000005 0.089085000000000011 1.0000000180025095e-35 -1.0000000180025095e-35 0.086085000000000009 -0.041014999999999989 0.095775000000000013 0.10928500000000001 -0.0050599999999999994 0.12955000000000003 -1.0000000180025095e-35 -0.105195 -0.10868499999999999 -0.12118 -0.088284999999999988 0.096315000000000026 0.083120000000000013 -0.078254999999999977 0.076585000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 -1 7 -3 -4 11 -9 14 -8 12 20 -2 -6 -7 -16 18 -15 -19 -5 -22 -13 -24 -25 26 -10 -28 -18
right_child=1 5 6 4 9 15 10 8 25 -11 -12 22 -14 17 16 -17 28 19 -20 -21 21 -23 23 24 -26 -27 27 -29 -30
leaf_value=0.0076234548525104407 0.0080423459522105094 -0.003432490239457383 0.014870012599113224 0.017099436876397534 0.01036966221009507 0.00075356242336103779 0.0082896449586588941 0.0093480398393482808 0.015738233283514695 0.0083310603692211514 0.012946243620767111 0.01564058757287139 0.018379462149079071 0.0032853215358117078 0.014994075470855808 0.0046372622114569445 0.011581902368256822 0.0024309412011100126 0.0092239275061594527 0.0056899591676264523 0.013062440174043219 0.015045528620518981 0.012146318902361208 0.012320971077688897 0.014256747393605416 0.012660260684994049 0.01285833653498443 0.014698210277580047 0.013156194431349896
leaf_weight=70 63 52 71 54 85 69 78 70 54 52 52 55 62 63 88 61 95 86 55 52 88 804 82 52 319 71 80 63 72
leaf_count=70 63 52 71 54 85 69 78 70 54 52 52 55 62 63 88 61 95 86 55 52 88 804 82 52 319 71 80 63 72
internal_value=0 0.00606573 0.00788793 0.0137856 0.0139777 0.000859227 0.0118191 0.0144078 0.0128932 0.0119433 0.0101526 0.0147454 0.0151876 0.0054108 0.0124957 0.0025762 0.0132042 0.00476305 0.00605363 0.00365925 0.0149784 0.0148499 0.013868 0.0136527 0.0139855 0.0138191 0.0142365 0.0136692 0.0122609
internal_weight=0 702 520 2316 2246 182 201 1854 338 392 130 1516 1008 319 340 130 255 256 118 138 946 892 508 453 371 268 197 143 167
internal_count=3018 702 520 2316 2246 182 201 1854 338 392 130 1516 1008 319 340 130 255 256 118 138 946 892 508 453 371 268 197 143 167
is_linear=0
shrinkage=0.0034714


Tree=281
num_leaves=32
num_cat=0
split_feature=1 1 3 2 10 4 1 15 4 52 0 52 42 0 3 4 1 3 2 0 4 4 0 42 43 42 43 3 4 4 2
split_gain=4118.1 685.436 373.022 275.168 176.215 158.609 152.478 113.602 98.2827 86.5697 66.7877 65.9143 77.1028 59.92 51.2189 50.6143 49.5209 49.5162 49.4009 43.4464 27.0485 17.1504 19.6092 14.4976 14.1055 12.1421 10.5182 10.4629 11.2499 16.4899 4.66784
threshold=0.10398500000000001 0.13436000000000001 -0.036264999999999992 0.10052500000000002 -0.020369999999999996 0.41165000000000002 0.089625000000000024 0.087450000000000014 0.50541500000000006 -0.11480999999999998 -0.12368999999999998 -0.085519999999999985 0.086745000000000003 -0.021574999999999997 -0.14326499999999995 0.057200000000000008 0.11417500000000001 -0.078644999999999979 0.087635000000000005 -0.13955999999999996 0.00093000000000000016 0.043640000000000005 -0.090614999999999987 0.10254000000000001 -0.052849999999999994 0.092860000000000012 -0.072594999999999979 -0.094654999999999975 -0.085474999999999982 -0.010264999999999998 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 2 2 2 2 2 2
left_child=3 2 5 6 -3 9 14 11 -6 -2 -5 -8 -13 20 -1 19 -17 -11 27 -4 24 22 -20 -24 -12 -9 -22 -16 30 -30 -29
right_child=1 4 15 10 8 -7 7 25 -10 17 13 12 -14 -15 18 16 -18 -19 21 -21 26 -23 23 -25 -26 -27 -28 28 29 -31 -32
leaf_value=0.014905770437671008 0.01200632667528851 -0.0070678323185061872 -0.001513472849790284 0.0058915577552711412 0.0019669367976914579 0.0030636895459087497 0.011594617511345155 0.013056415303981566 -0.0031016556587724806 0.00519685645414309 0.012811318459660727 0.0053670313485976329 0.01038785370074688 0.0073813528862814171 0.011857524190183271 0.005863027946919677 0.0018816290008272752 0.0095862593526023325 0.013356045489702839 0.0024515726238897757 0.010480199495901826 0.010497653717041812 0.011961099418861259 0.010241878394888632 0.010605092885431908 0.011363251140461657 0.0088490035063165298 0.014547928603687676 0.012548783222302308 0.013795692336751698 0.013386108750457561
leaf_weight=94 71 55 56 53 86 57 52 79 74 53 56 82 52 85 73 53 84 54 96 59 78 89 442 58 66 101 88 70 366 159 77
leaf_count=94 71 55 56 53 86 57 52 79 74 53 56 82 52 85 73 53 84 54 96 59 78 89 442 58 66 101 88 70 366 159 77
internal_value=0 0.00270641 0.00482347 0.0116216 -0.00208882 0.00774585 0.0121494 0.01028 -0.000377072 0.009245 0.00928023 0.00851212 0.00731567 0.00976164 0.0125983 0.0020981 0.00342213 0.00741239 0.0124466 0.000520469 0.010464 0.011821 0.0120186 0.0117617 0.0116181 0.0121066 0.00961568 0.0130217 0.0131482 0.0129265 0.0139396
internal_weight=0 702 487 2316 215 235 1890 366 160 178 426 186 134 373 1524 252 137 107 1430 115 288 685 596 500 122 180 166 745 672 525 147
internal_count=3018 702 487 2316 215 235 1890 366 160 178 426 186 134 373 1524 252 137 107 1430 115 288 685 596 500 122 180 166 745 672 525 147
is_linear=0
shrinkage=0.00322448


Tree=282
num_leaves=18
num_cat=0
split_feature=1 40 4 150 48 0 4 124 1 4 0 16 1 11 4 16 1
split_gain=114.237 56.0858 42.5568 47.8029 30.4746 24.42 59.6152 27.3049 18.1284 17.3572 101.814 31.0244 17.3321 19.4097 15.0136 17.5586 14.7687
threshold=0.13707500000000003 1.0000000180025095e-35 0.028075000000000006 0.094620000000000024 0.10971000000000002 -0.11073999999999999 -0.021269999999999997 -0.082389999999999977 0.095640000000000017 -0.17006499999999999 -0.046614999999999997 0.19384500000000002 0.12419000000000001 1.0000000180025095e-35 0.31392000000000003 -0.38959499999999997 0.14860500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 5 6 -1 -7 -8 11 -11 -9 13 14 15 -4 -2
right_child=16 -3 3 -5 -6 7 8 9 -10 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0058232113845067962 0.00065999528039251414 -0.0014119770811878258 0.0059090207924239694 -0.0011508034436340327 0.008283976368344808 0.00058958626315329507 0.0019314535465277812 0.0092863861902139182 -0.0026240049460030065 0.0046706269094281567 -0.0032335610651306511 0.0045892727020482253 0.00062498087381023535 0.0070080057517508719 0.0010633851173986776 0.0030180732110174397 -0.0026385096589051291
leaf_weight=91 100 62 95 88 63 56 56 68 56 1593 54 134 65 52 76 232 77
leaf_count=91 100 62 95 88 63 56 56 68 56 1593 54 134 65 52 76 232 77
internal_value=0 0.00391312 0.00403195 0.00270776 0.00440277 0.00428675 0.00241936 0.00448571 -0.000345736 0.00460367 0.00441144 0.00617078 0.00336086 0.00375157 0.00333124 0.00385814 -0.000774606
internal_weight=0 2841 2779 608 2171 2108 203 1905 112 1849 1647 202 520 455 403 327 177
internal_count=3018 2841 2779 608 2171 2108 203 1905 112 1849 1647 202 520 455 403 327 177
is_linear=0
shrinkage=0.00566171


Tree=283
num_leaves=20
num_cat=0
split_feature=1 3 124 3 12 15 155 447 11 3 12 1 3 1 3 52 15 15 1
split_gain=3391.72 680.225 307.468 257.353 190.971 176.899 91.6005 84.5528 127.14 120.305 80.2581 84.8801 77.5019 91.8137 69.6526 37.7645 25.0864 23.3025 22.5999
threshold=0.10398500000000001 -0.055389999999999988 -0.080429999999999988 0.3148450000000001 0.11755500000000001 -0.24211499999999997 0.084710000000000021 0.084420000000000009 1.0000000180025095e-35 -0.12077499999999998 0.091290000000000024 0.094775000000000012 0.085880000000000012 0.13074500000000003 -0.084524999999999975 -0.0037699999999999995 -0.043134999999999993 -0.040119999999999996 0.11189500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 12 7 -2 14 8 9 -4 11 -11 13 18 -7 -10 -14 -12 -3
right_child=1 3 4 -5 -6 6 -8 -9 15 10 17 -13 16 -15 -16 -17 -18 -19 -20
leaf_value=0.0083553742711050087 0.0060808762498951235 0.0051599570889888447 0.0099308944515089908 0.0014060214744853912 0.0093638903447081628 0.0079752180112509716 0.013738699391963295 0.010535240288498506 0.017044766614546597 0.013779198470824074 0.011944685587080901 0.010565603624530821 0.0081127458123833093 0.0029673346797665459 0.011484076762017612 0.014307865347226242 0.0059957422990751337 0.012930154594603884 0.0072708376670651692
leaf_weight=86 55 57 67 98 80 59 56 68 65 1210 230 52 89 84 82 58 55 400 67
leaf_count=86 55 57 67 98 80 59 56 68 65 1210 230 52 89 84 82 58 55 400 67
internal_value=0 0.006747 0.0129227 0.00493387 0.0130988 0.00998463 0.0110744 0.0132378 0.0133261 0.0131736 0.0132884 0.0136468 0.00591598 0.00495468 0.010016 0.0157544 0.00730435 0.0125704 0.00630073
internal_weight=0 702 2316 450 2230 252 197 2150 2082 1959 1892 1262 352 208 141 123 144 630 124
internal_count=3018 702 2316 450 2230 252 197 2150 2082 1959 1892 1262 352 208 141 123 144 630 124
is_linear=0
shrinkage=0.00246122


Tree=284
num_leaves=18
num_cat=0
split_feature=3 4 1375 1 39 3 12 43 13 3 3 4 150 1 1 52 4
split_gain=104.924 45.5362 34.9444 28.0807 24.6264 28.3562 41.4471 98.4747 168.093 21.3471 20.9079 40.6613 18.3976 19.1326 16.3696 15.9566 12.9724
threshold=0.3148450000000001 0.27258000000000004 -0.16449999999999998 0.10482000000000001 0.098380000000000009 -0.0037099999999999998 1.0000000180025095e-35 -0.09007999999999998 -0.0073899999999999999 0.12478500000000002 -0.13392999999999997 -0.098074999999999982 1.0000000180025095e-35 0.122075 0.092755000000000018 -0.065909999999999982 -0.0083549999999999978
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 -4 -9 14 15 -12 13 -5 16 -8 -7
right_child=-2 3 4 12 -6 9 10 8 -10 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.00054538610537640262 -0.0021448334898733585 -0.0021681838779883719 0.0085678597172263119 0.0037707810158757655 0.00089606830932072233 0.0046041348959174368 0.0081180993224221031 0.0045651834806778816 -0.0091540067552403053 0.0036350512800875667 -0.00073033878523811138 0.0044824380565280783 0.0058495572820845892 -3.4423708337953043e-05 0.0099570419254155634 0.004548193678254972 0.0083234965487326978
leaf_weight=53 103 53 52 93 71 79 98 77 56 78 56 1792 52 99 61 85 60
leaf_count=53 103 53 52 93 71 79 98 77 56 78 56 1792 52 99 61 85 60
internal_value=0 0.00404251 0.00429617 0.00180631 0.00439624 0.00449585 0.00426821 0.00153742 -0.00121083 0.00631023 0.00451692 0.00432444 0.00266988 0.00180839 0.00735322 0.0064603 0.00621008
internal_weight=0 2915 2618 297 2565 2494 2216 185 133 278 2031 1848 244 192 200 183 139
internal_count=3018 2915 2618 297 2565 2494 2216 185 133 278 2031 1848 244 192 200 183 139
is_linear=0
shrinkage=0.00602521


Tree=285
num_leaves=24
num_cat=0
split_feature=1 1 124 16 1 0 14 123 0 132 150 0 157 15 0 1 13 49 49 51 157 13 474
split_gain=1954.46 313.249 243.378 176.774 94.3611 123.784 89.4249 82.4267 69.0532 110.505 91.1923 144.18 70.1944 51.7548 54.5437 42.5263 38.944 34.8526 28.2804 25.8485 23.1258 19.3021 17.2575
threshold=0.10749500000000002 0.13654500000000003 -0.080429999999999988 0.058455000000000007 0.11690500000000002 -0.13955999999999996 0.073890000000000011 0.083935000000000023 -0.075134999999999993 0.084025000000000016 0.089810000000000015 -0.098064999999999986 -0.004729999999999999 -0.22805999999999996 -0.13955999999999996 0.15390500000000004 -0.06286499999999999 0.10078000000000002 0.09778000000000002 -0.13579499999999997 0.0029950000000000007 -0.08620499999999999 0.085435000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 4 5 -2 8 -1 10 12 13 -12 22 -4 -15 16 -3 20 -16 -5 -14 -6 -10
right_child=1 15 6 19 21 -7 -8 -9 9 -11 11 -13 17 14 18 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.013503778531191762 0.0076022068889694868 0.0045537961102054764 0.019248784916323331 0.012365342774199251 0.0088657344313526534 0.013863608357417005 0.018864146117643903 0.007738121548683803 0.018717708487295429 0.010018312182993531 0.0093110670615294128 0.016082330140038074 0.014443822280940448 0.013535655954071297 0.01632104996531528 0.0027114787212464235 0.0083124694684275444 0.012279555605252086 0.014558299295965013 0.015584525023157951 0.01677569097690821 0.0064466169555267294 0.0160592650594765
leaf_weight=53 62 68 55 55 54 74 91 53 53 52 56 84 267 89 1224 55 52 69 106 52 55 102 52
leaf_count=53 62 68 55 55 54 74 91 53 53 52 56 84 267 89 1224 55 52 69 106 52 55 102 52
internal_value=0 0.00873755 0.0154613 0.0103364 0.00901936 0.0110094 0.015689 0.0106213 0.0155554 0.0145524 0.0158959 0.0133741 0.0150276 0.0161354 0.0160147 0.00509204 0.00618285 0.0143901 0.0161806 0.0139301 0.0148422 0.00728423 0.0174015
internal_weight=0 574 2359 399 292 136 2253 106 2162 548 1614 140 496 1474 1419 175 120 391 1330 107 322 156 105
internal_count=2933 574 2359 399 292 136 2253 106 2162 548 1614 140 496 1474 1419 175 120 391 1330 107 322 156 105
is_linear=0
shrinkage=0.00326779


Tree=286
num_leaves=14
num_cat=0
split_feature=2 106 45 4 0 13 457 40 15 1 0 133 4
split_gain=105.174 64.6919 55.1869 44.5833 30.7589 30.516 20.7597 23.4394 28.671 19.8686 24.9914 13.403 12.7721
threshold=0.30739000000000005 0.085650000000000018 1.0000000180025095e-35 0.24099500000000004 -0.22480499999999998 -0.15941999999999998 0.087350000000000011 -0.034699999999999988 -0.087894999999999987 0.085880000000000026 -0.036459999999999992 0.11153 0.41248000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 8 -6 -7 12 -9 -11
right_child=-2 -3 -4 5 6 9 -8 11 -10 10 -12 -13 -14
leaf_value=0.00032201032757299582 -0.0035652625588087311 -0.0020401679172845208 0.0087655847446724416 0.0047269532720165984 0.0041842804667785571 0.0037275124125099738 0.0061075324419166367 0.0040448100256406591 -0.00085246501253691297 -0.0025211723692783201 0.0031878759117020218 0.0029373256660152197 0.00042489519020777965
leaf_weight=65 55 53 52 76 55 60 100 1790 61 56 63 332 115
leaf_count=65 55 53 52 76 55 60 100 1790 61 56 63 332 115
internal_value=0 0.0034971 0.003601 0.00350413 0.00375588 0.00186897 0.00385133 0.00375049 0.00153518 0.00112999 0.000463733 0.00387156 -0.000539583
internal_weight=0 2878 2825 2773 2403 370 2338 2238 116 294 234 2122 171
internal_count=2933 2878 2825 2773 2403 370 2338 2238 116 294 234 2122 171
is_linear=0
shrinkage=0.00505936


Tree=287
num_leaves=24
num_cat=0
split_feature=1 3 123 2 4 14 2 12 47 4 1 12 12 4 1 49 1 1419 3 3 401 15 3
split_gain=2047.34 408.408 318.365 198.813 133.996 130.982 108.135 103.637 110.166 109.063 111.435 100.273 75.7444 50.9905 48.8972 28.4092 27.9585 17.0686 16.6602 13.1286 12.8191 10.752 1.95448
threshold=0.10749500000000002 -0.06656999999999999 1.0000000180025095e-35 0.17990500000000001 0.27420500000000009 0.073890000000000011 0.11426500000000002 0.056995000000000011 0.077735000000000012 -0.17568999999999999 0.085410000000000014 0.095175000000000023 -0.041014999999999989 0.10055500000000002 0.12895500000000001 0.11580500000000001 0.11744000000000002 0.082370000000000013 -0.10519499999999998 0.076825000000000018 0.081905000000000019 0.090165000000000009 -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 2 2
left_child=2 6 5 4 12 7 16 8 9 -1 -11 17 -3 15 -6 18 -2 20 -13 -16 21 -9 -22
right_child=1 3 -4 -5 14 -7 -8 11 -10 10 -12 13 -14 -15 19 -17 -18 -19 -20 -21 22 -23 -24
leaf_value=0.013714865012680322 0.013765711119711969 0.0045866548716391974 0.0072762567476482029 -0.0014202198480494557 0.0053547594869434714 0.01683008875192751 0.0067701656514170278 0.013583247279795332 0.014987295123284589 0.012018813016485684 0.0065669145931487472 0.013869293594402627 0.009030452817768847 0.0089591365582030093 0.0008105590514977739 0.010097820491944208 0.010542072918242773 0.015198265871115552 0.01226468999904771 0.0030174935699492545 0.014848164422200265 0.012792554472658941 0.014094663899906374
leaf_weight=61 53 65 102 54 72 91 61 932 59 63 99 84 100 52 53 53 58 68 325 58 67 220 83
leaf_count=61 53 65 102 54 72 91 61 932 59 63 99 84 100 52 53 53 58 68 325 58 67 220 83
internal_value=0 0.00606657 0.0128133 0.00429877 0.0051863 0.0130635 0.0101981 0.0129053 0.0110932 0.0100627 0.00868731 0.0131765 0.00728007 0.0119693 0.00329828 0.012308 0.0120816 0.0136294 0.0125943 0.00196404 0.0135474 0.0134323 0.0144315
internal_weight=0 574 2359 402 348 2257 172 2166 282 223 162 1884 165 514 183 462 111 1370 409 111 1302 1152 150
internal_count=2933 574 2359 402 348 2257 172 2166 282 223 162 1884 165 514 183 462 111 1370 409 111 1302 1152 150
is_linear=0
shrinkage=0.00320372


Tree=288
num_leaves=30
num_cat=0
split_feature=1 3 123 3 2 2 2 1 11 2 3 52 16 1 2 13 16 2 2 42 42 13 52 48 52 133 480 1 42
split_gain=2575.46 477.611 254.667 237.41 148.674 139.429 87.872 74.1845 70.3763 64.4171 61.4049 61.5018 85.5944 37.3821 36.1104 33.8321 23.7949 22.6444 19.3865 19.2087 44.7349 15.4047 17.8933 14.6821 10.801 10.0884 8.74376 5.94744 5.14195
threshold=0.10749500000000002 -0.055389999999999988 1.0000000180025095e-35 0.3148450000000001 0.11426500000000002 0.095850000000000005 0.14073000000000005 0.089745000000000019 1.0000000180025095e-35 -1.0000000180025095e-35 -0.13117499999999996 0.047345000000000005 0.10134000000000001 0.118385 0.11203000000000002 -0.012549999999999997 -0.0081349999999999981 0.105395 0.085785000000000014 0.084755000000000011 -0.016999999999999998 -1.0000000180025095e-35 -0.069894999999999985 0.086895000000000014 -0.51296999999999993 0.08950000000000001 0.081520000000000023 0.091635000000000008 0.10001500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 6 13 7 9 8 18 -3 -7 12 17 -2 -11 -16 25 -12 21 20 -9 22 -1 26 -14 -13 -20 -21 -29
right_child=1 3 -4 -5 -6 10 -8 19 -10 14 11 16 24 -15 15 -17 -18 -19 23 27 -22 -23 -24 -25 -26 -27 -28 28 -30
leaf_value=0.01118138549021867 0.012321897246890309 0.0016888332390302412 0.0067889272884238336 -0.0024815772226198653 0.0045538767061014812 0.013062460323466533 0.00020684730438939476 0.01205794825067052 0.015732290331244399 0.0077160888316308478 0.0084206953662880699 0.012724514613493984 0.012109077175560605 0.0087056799411260981 0.0026605979312135856 0.0062198831330006112 0.0097487033720132267 0.0056987614399652189 0.012362060511184237 0.012594276350123701 0.0080528177655823652 0.014401250031260632 0.013131026357954869 0.011160270873986947 0.010237174168997146 0.011048626484605455 0.013645701006203251 0.011812134497383813 0.010524642967694915
leaf_weight=57 61 64 102 91 68 94 66 58 82 53 79 103 53 59 55 57 62 54 589 56 59 83 378 102 84 60 62 90 52
leaf_count=57 61 64 102 91 68 94 66 58 82 53 79 103 53 59 55 57 62 54 589 56 59 83 378 102 84 60 62 90 52
internal_value=0 0.00414787 0.0117913 0.00208766 0.00837768 0.0120173 0.00349727 0.0124954 0.0128249 0.00444545 0.0106634 0.0102078 0.00916584 0.0105442 0.00551447 0.00447233 0.0114579 0.00731581 0.0126373 0.0110802 0.0100386 0.0131202 0.0128756 0.0123051 0.0109616 0.0121078 0.0124844 0.0116956 0.0113409
internal_weight=0 574 2359 386 188 2257 295 1668 1353 229 589 495 270 120 165 112 225 133 1271 315 117 518 435 753 137 163 651 198 142
internal_count=2933 574 2359 386 188 2257 295 1668 1353 229 589 495 270 120 165 112 225 133 1271 315 117 518 435 753 137 163 651 198 142
is_linear=0
shrinkage=0.00323608


Tree=289
num_leaves=13
num_cat=0
split_feature=3 9 4 12 49 49 151 3 1 43 1186 4
split_gain=135.897 68.3305 42.1894 31.6445 40.1208 28.7316 24.5976 21.9796 21.3696 24.5867 19.8666 19.6992
threshold=0.28833000000000003 -1.0000000180025095e-35 0.24099500000000004 0.13936000000000001 -0.14867499999999997 -1.0000000180025095e-35 0.015440000000000001 0.41720500000000005 0.12122500000000001 -1.0000000180025095e-35 0.085230000000000014 -0.17568999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 10 -2 9 -7 11 -6
right_child=7 2 5 -5 6 8 -8 -9 -10 -11 -12 -13
leaf_value=-0.00064207600858464059 -0.003122666766545192 0.0083205337931411411 -8.2761732792235003e-05 0.00039867118005419835 0.0057984687663349679 0.0026764526952008775 0.0014220602322889814 0.0010302084144317692 0.0012396250521024897 0.0068661198141965656 0.0012282940707757835 0.0041473705480451848
leaf_weight=81 74 56 91 53 190 84 78 52 85 56 52 1981
leaf_count=81 74 56 91 53 190 84 78 52 85 56 52 1981
internal_value=0 0.00378874 0.00392041 0.00414099 0.00422512 0.00223802 0.00412542 -0.00140837 0.00317688 0.00435269 0.00422025 0.00429189
internal_weight=0 2807 2726 2410 2357 316 2301 126 225 140 2223 2171
internal_count=2933 2807 2726 2410 2357 316 2301 126 225 140 2223 2171
is_linear=0
shrinkage=0.00489589


Tree=290
num_leaves=17
num_cat=0
split_feature=2 123 48 43 3 4 15 15 106 150 12 15 49 42 12 151
split_gain=91.1225 52.1791 33.6854 31.5578 40.4777 45.7538 33.1203 51.6616 25.2672 25.8882 23.1654 17.9979 22.3888 10.654 9.65808 3.94694
threshold=0.16730000000000003 0.10678000000000001 0.093225000000000016 -0.23287499999999997 -0.095259999999999997 -0.22295999999999996 0.08487500000000002 -0.0065999999999999991 0.016860000000000003 -0.052409999999999991 0.089895000000000017 -0.13783499999999996 0.016520000000000003 0.086700000000000013 0.091495000000000007 -0.013299999999999998
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 -5 7 -7 9 -6 -11 15 13 -13 -1 -4
right_child=-2 -3 11 4 8 6 -8 -9 -10 10 -12 12 -14 -15 -16 -17
leaf_value=0.0077517072836190502 -0.0027180090141188501 -0.0018586239783956384 0.0024197903390184793 0.0051555624888388737 0.0005013363510113887 0.0013416050727199215 0.0037309636897938574 -0.0047967435369375405 0.00014189716831686933 0.0043611433664289432 0.0031801325936468938 0.0030533025045567353 -0.0021587061817437405 0.00013051513374115416 0.0049365799544151285 0.0043885017708067513
leaf_weight=54 71 53 55 80 63 117 66 56 53 1243 728 85 52 58 90 58
leaf_count=54 71 53 55 80 63 117 66 56 53 1243 728 85 52 58 90 58
internal_value=0 0.00330798 0.00340381 0.00360214 0.00345904 0.00171503 0.000563154 -0.000645051 0.00372559 0.00381895 0.00392496 0.00176163 0.000794092 0.00186823 0.00599264 0.00343078
internal_weight=0 2911 2858 2550 2406 319 239 173 2087 2034 1971 308 195 143 144 113
internal_count=2982 2911 2858 2550 2406 319 239 173 2087 2034 1971 308 195 143 144 113
is_linear=0
shrinkage=0.00525585


Tree=291
num_leaves=26
num_cat=0
split_feature=4 12 2 2 2 4 2 2 12 159 4 11 43 11 16 43 15 156 4 43 40 4 4 12 2
split_gain=2660.96 834.892 407.484 271.513 185.156 175.079 151.763 111.446 107.67 99.0015 82.9755 66.8268 40.2842 38.9312 43.2175 38.4198 25.0084 19.9177 18.8156 18.6513 17.4056 14.8955 11.1023 9.33779 7.36792
threshold=0.31392000000000003 0.056995000000000011 0.10859000000000001 -0.007134999999999999 0.12860500000000002 -0.057674999999999997 0.15305000000000002 0.092250000000000013 0.090335000000000013 0.079875000000000015 0.053925000000000008 1.0000000180025095e-35 -1.0000000180025095e-35 0.080455000000000013 0.064455000000000012 0.031820000000000008 -0.071364999999999998 0.086695000000000008 -9.4999999999999992e-05 -0.14595999999999995 -0.062739999999999976 0.48395000000000005 0.008570000000000003 0.096475000000000019 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
left_child=1 2 3 -1 8 17 12 -7 11 18 13 15 20 14 19 22 -16 -5 -4 -10 -2 -14 24 -12 -3
right_child=6 4 9 5 -6 7 -8 -9 10 -11 23 -13 21 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0058197132402328794 0.0043080118542267809 0.012635094089431885 0.0076788492139857603 0.014010001890429379 0.007486324554963837 0.01105888624936255 3.9234117130180667e-05 0.0073967338753515664 0.012724117205686829 0.0028290067230884262 0.010289367339311937 0.014469603909024898 0.0059092056723182981 0.013144556017731204 0.011468286941018743 0.010757136809822654 0.0095604847887829011 0.012068310625120753 0.0057426341513971283 0.011485842367748455 0.0024255166579019482 0.0044549779840723485 0.011421500320887278 0.0090193643647473957 0.012181132983905541
leaf_weight=79 57 393 54 59 58 101 52 89 81 58 55 77 88 76 63 100 104 62 61 494 55 74 73 84 435
leaf_count=79 57 393 54 59 58 101 52 89 81 58 55 77 88 76 63 100 104 62 61 494 55 74 73 84 435
internal_value=0 0.0109961 0.00841751 0.00976908 0.0116897 0.0107722 0.0037754 0.00934359 0.0118095 0.00537047 0.0112269 0.0123267 0.00448436 0.0115166 0.0113498 0.0121618 0.0102803 0.0130153 0.00665204 0.0116603 0.0033838 0.00524509 0.0123177 0.00952207 0.0123966
internal_weight=0 2656 563 390 2093 311 326 190 2035 173 957 1078 274 818 742 1001 167 121 115 575 112 162 901 139 828
internal_count=2982 2656 563 390 2093 311 326 190 2035 173 957 1078 274 818 742 1001 167 121 115 575 112 162 901 139 828
is_linear=0
shrinkage=0.00238518


Tree=292
num_leaves=15
num_cat=0
split_feature=4 13 0 13 49 1374 1375 0 0 4 4 0 49 13
split_gain=77.8695 36.7796 33.8318 31.5764 33.9603 22.2325 24.2587 31.8916 21.2403 20.2483 18.4881 24.9545 8.00725 7.304
threshold=0.27258000000000004 -0.16392499999999996 0.0062000000000000006 -0.13871999999999998 0.13906000000000002 0.088460000000000011 -0.10702499999999998 -0.15651999999999996 -0.108275 0.036605000000000006 0.44128500000000004 -0.10298499999999998 -1.0000000180025095e-35 -0.071104999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 10 -3 5 6 -5 -8 -1 -9 12 -12 -2 -13
right_child=2 3 -4 4 -6 -7 7 9 -10 -11 11 13 -14 -15
leaf_value=0.0032017720682187465 -0.0012743283458395626 0.0080907467086532969 -0.0032679034972574565 0.00013718085983165231 0.0001995477292525257 0.007861996034363522 0.0077495710753202529 0.0042018014937904849 -0.0019494416153039472 0.0025432242740369856 0.0063576544319704003 0.0029599491847400062 0.001613281336048855 -7.4777767515174387e-05
leaf_weight=55 67 66 54 54 79 53 80 1899 55 292 54 56 65 53
leaf_count=55 67 66 54 54 79 53 80 1899 55 292 54 56 65 53
internal_value=0 0.00394414 0.00099731 0.0040888 0.00398127 0.00410688 0.00402125 0.00411358 0.000625596 0.00398079 0.00177827 0.00309882 0.000147127 0.00148377
internal_weight=0 2633 349 2523 2457 2378 2325 2271 110 2191 295 163 132 109
internal_count=2982 2633 349 2523 2457 2378 2325 2271 110 2191 295 163 132 109
is_linear=0
shrinkage=0.00586163


Tree=293
num_leaves=20
num_cat=0
split_feature=2 30 2 3 2 2 16 2 16 16 150 47 49 2 12 47 16 16 16
split_gain=875.011 443.997 238.508 236.374 146.22 106.449 68.3894 63.5127 62.3036 96.278 62.7446 58.248 30.8349 26.5977 22.4594 27.9999 22.928 22.0201 27.5138
threshold=0.12068000000000001 0.084750000000000006 0.16730000000000003 0.11745500000000002 -0.14339499999999997 0.089945000000000011 0.12992000000000004 0.11018500000000002 0.0044600000000000013 -0.0083599999999999976 0.083435000000000023 0.11224000000000002 0.10030500000000002 0.10859000000000001 0.089765000000000025 0.077735000000000012 0.064455000000000012 -0.0088649999999999996 -0.50069999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 11 17 -5 9 10 -7 14 13 -10 15 -6 -16 18 -2
right_child=2 -3 -4 7 5 8 -8 -9 12 -11 -12 -13 -14 -15 16 -17 -18 -19 -20
leaf_value=0.0052525800740251469 0.0037628481784115872 0.0027573979122640208 -0.00043872753627439146 0.0077177412580366703 0.010826702381692931 0.0095421127296589463 0.008381802998887149 0.0031299174655673853 0.011297773047136245 0.0048523031382555239 0.0066186930356106803 0.0080774249978327241 0.0085758933321495763 0.0091349790975780495 0.010449155112233129 0.012429608755932941 0.0083605459478905009 0.0032338897638577368 0.0064865990639618619
leaf_weight=57 53 83 71 56 879 441 67 53 211 53 78 77 73 68 351 111 55 54 91
leaf_count=57 53 83 71 56 879 441 67 53 211 53 78 77 73 68 351 111 55 54 91
internal_value=0 0.00959378 0.00444892 0.00981516 0.0100074 0.0101204 0.00575856 0.00548726 0.00932112 0.00870903 0.00910282 0.0106218 0.0103157 0.0107708 0.0107621 0.0110065 0.0101663 0.00487074 0.00548433
internal_weight=0 2646 336 2563 2454 2397 265 109 924 572 519 1473 352 279 1396 990 406 198 144
internal_count=2982 2646 336 2563 2454 2397 265 109 924 572 519 1473 352 279 1396 990 406 198 144
is_linear=0
shrinkage=0.00300304


Tree=294
num_leaves=35
num_cat=0
split_feature=2 12 2 2 2 0 12 16 2 16 0 3 12 41 16 2 16 3 16 156 0 128 2 51 3 16 475 0 16 3 16 3 50 3
split_gain=1532.38 728.095 298.322 248.639 211.551 129.343 113.91 102.322 104.003 91.1626 89.4915 48.1135 47.3495 83.656 44.1875 44.1743 41.6831 35.9214 35.0728 28.6187 25.0267 16.7444 16.5619 17.7081 27.7702 12.8703 9.2587 9.1789 7.49867 6.65591 6.3292 3.51799 2.96761 1.46439
threshold=0.12068000000000001 0.056995000000000011 -0.007134999999999999 0.10859000000000001 0.16730000000000003 -0.081864999999999979 0.095175000000000023 -0.0038249999999999998 0.092250000000000013 -0.23389999999999997 -0.072924999999999976 0.11745500000000002 0.086730000000000015 1.0000000180025095e-35 -0.094854999999999981 0.13388500000000003 0.057265000000000003 -0.115685 0.18879500000000002 0.086695000000000008 -0.096444999999999989 1.0000000180025095e-35 0.086625000000000021 -0.0014149999999999998 -0.097574999999999981 -0.083269999999999997 -0.085684999999999997 -0.085719999999999977 -0.073554999999999995 -0.082234999999999989 0.0048000000000000013 -0.087414999999999979 0.08461500000000001 -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 2 2 2 2 2 2 2 2 2
left_child=1 2 10 7 5 15 12 8 -4 -8 -1 -5 13 20 -10 -2 -7 -11 21 -9 -3 28 25 -24 -25 32 -22 -28 -19 31 -26 -27 -14 -31
right_child=4 6 3 11 -6 16 9 19 14 17 -12 -13 22 -15 -16 -17 -18 18 -20 -21 26 -23 23 24 30 29 27 -29 -30 33 -32 -33 -34 -35
leaf_value=0.010459305100917018 0.0075285940609961036 0.014278400492911861 0.015174612397612346 0.010440285951098518 0.0015867625393342919 0.0086523366087139317 0.010136756461934472 0.018120413736871042 0.012547292850276934 0.016990445671535841 0.0046968973091090251 0.0060263053568710319 0.016598104885265703 0.021161659067866143 0.0080559380185153129 0.0030993904112547152 0.012228529883218323 0.01538631742368084 0.012617138546443189 0.014873391729917763 0.018152471523874596 0.016746119537489137 0.016674266242749348 0.012746770367894457 0.015540246371630055 0.015665425380830121 0.017123224230507703 0.016104626104878381 0.014177613664496526 0.014707267238823875 0.014219936376067187 0.016793412197357492 0.017578640956867536 0.015486437041030407
leaf_weight=52 56 52 103 64 71 84 55 70 52 78 85 55 95 52 53 52 73 99 98 61 55 54 89 58 290 63 224 205 167 52 52 74 64 75
leaf_count=52 56 52 103 64 71 84 55 70 52 78 85 55 95 52 53 52 73 99 98 61 55 54 89 58 290 63 224 205 167 52 52 74 64 75
internal_value=0 0.0147324 0.0113633 0.012703 0.00689005 0.00831079 0.0157097 0.0142132 0.0127042 0.0143641 0.00688436 0.00840052 0.016204 0.0169702 0.0102806 0.00539636 0.0103154 0.0148328 0.0144301 0.0166087 0.0165635 0.0149852 0.01571 0.0152751 0.0149637 0.0162126 0.0168089 0.0166366 0.0146276 0.0157424 0.0153396 0.016275 0.016993 0.0151677
internal_weight=0 2646 595 458 336 265 2051 339 208 551 137 119 1500 588 105 108 157 496 418 131 536 320 912 489 400 423 484 429 266 264 342 137 159 127
internal_count=2982 2646 595 458 336 265 2051 339 208 551 137 119 1500 588 105 108 157 496 418 131 536 320 912 489 400 423 484 429 266 264 342 137 159 127
is_linear=0
shrinkage=0.00345908


Tree=295
num_leaves=32
num_cat=0
split_feature=2 12 2 2 2 12 0 15 15 16 0 0 3 2 3 16 0 2 16 155 2 3 0 133 2 15 12 0 0 15 3
split_gain=3918.18 1699.88 711.412 693.961 548.539 303.427 266.233 249.448 160.405 149.449 98.6889 84.4928 84.4886 94.1014 70.3709 55.7132 53.3759 37.0008 34.174 48.8074 32.5831 31.4482 25.5128 22.4289 20.8111 15.2967 12.8022 9.05918 7.03882 2.19635 2.07651
threshold=0.12026500000000001 0.078120000000000009 0.16993500000000003 -1.0000000180025095e-35 0.10433000000000002 0.095175000000000023 -0.084114999999999981 -0.099614999999999981 -0.10566999999999999 -0.23389999999999997 -0.13619499999999998 -0.14867499999999997 -0.15624499999999999 0.092385000000000009 -0.088484999999999994 0.11160500000000002 -0.17127999999999996 0.13447000000000003 -1.0000000180025095e-35 0.083290000000000017 0.13730000000000001 -0.10859999999999999 -0.062714999999999979 -1.0000000180025095e-35 0.095965000000000009 0.090165000000000009 0.086085000000000009 -0.074904999999999985 -0.081484999999999988 -0.012569999999999998 -0.088584999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 8 11 12 17 -8 -1 -7 16 -5 -3 21 -15 -13 -6 -2 24 22 -9 -14 -20 26 27 -25 -23 30 -16 -26 -11
right_child=2 5 -4 4 10 9 7 20 -10 18 -12 15 13 14 28 -17 -18 -19 19 -21 -22 23 -24 25 29 -27 -28 -29 -30 -31 -32
leaf_value=0.0011287842019651378 0.0038775517081844589 0.016713256343984222 -0.0030604999981828653 0.014261228715482438 0.0072654655201537261 0.0082642039401108289 0.0031277772393387901 0.010877286665895082 0.0062239542852945565 0.014084100875491459 0.0093454899980389521 0.010238904748745408 0.015681918423180556 0.0099219770728001446 0.012620918089400383 0.013306019683973335 0.0038681365483952236 0.0010243064178297086 0.011518605668270955 0.013309064935295415 0.0082100268823202954 0.014943165434309165 0.0093911556646705217 0.013846297399308795 0.011611514255182713 0.012830401663590696 0.014100106362887742 0.012577335994595746 0.013635371248469738 0.012323051468052782 0.01341339533210063
leaf_weight=60 54 61 73 99 52 61 53 53 90 55 61 93 67 53 81 55 56 52 90 62 54 157 52 561 52 103 326 61 81 54 59
leaf_count=60 54 61 73 99 52 61 53 53 90 55 61 93 67 53 81 55 56 52 90 62 54 157 52 561 52 103 326 61 81 54 59
internal_value=0 0.0123369 0.00361334 0.00863687 0.0102417 0.0133654 0.00544498 0.00741038 0.00418606 0.011826 0.00689081 0.0125343 0.0139296 0.0138107 0.012338 0.0113789 0.00550413 0.00247809 0.0122739 0.0115207 0.00953143 0.0140715 0.0107397 0.0139774 0.0128206 0.0136888 0.0143742 0.0133331 0.0131283 0.0119742 0.0137372
internal_weight=0 2602 339 566 416 2036 266 160 150 546 169 247 1490 1429 215 148 108 106 485 204 107 1214 142 1147 281 664 483 175 162 106 114
internal_count=2941 2602 339 566 416 2036 266 160 150 546 169 247 1490 1429 215 148 108 106 485 204 107 1214 142 1147 281 664 483 175 162 106 114
is_linear=0
shrinkage=0.00241352


Tree=296
num_leaves=18
num_cat=0
split_feature=1 1 3 16 39 151 49 12 133 12 9 1 12 42 15 16 12
split_gain=127.015 55.3514 33.0491 32.0486 24.4291 24.51 21.6873 20.4953 17.2455 17.0124 35.9648 24.2798 16.8834 15.2103 23.131 12.1853 6.45774
threshold=0.11690500000000002 0.15523500000000004 0.11745500000000002 0.058455000000000007 0.089030000000000012 -0.11378499999999998 0.12001000000000002 -0.097314999999999985 0.048695000000000009 0.098595000000000016 0.037245000000000007 0.087055000000000007 -0.038859999999999992 -1.0000000180025095e-35 0.025430000000000005 -0.39761999999999992 0.11205000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 5 8 9 -2 -1 10 11 -7 -9 16 -15 -14 -11
right_child=1 -3 -4 -5 -6 6 -8 12 -10 13 -12 -13 15 14 -16 -17 -18
leaf_value=0.0098278198412461749 0.0042276934455102192 -0.0039814561744366305 0.0014327083172774673 0.005140807119860008 0.0020164896545506552 0.0053810656959435068 0.0013779897166232796 -0.0018302810848999729 0.0054551665201234478 0.0039914122000727628 0.0093407203215192212 0.0039747773291854433 -0.00047474063919767263 0.00025480022117936894 0.0045883600153983628 0.003073015759164765 0.0062325384590179158
leaf_weight=52 52 53 91 82 91 1298 55 72 60 100 60 535 52 75 77 70 66
leaf_count=52 52 53 91 82 91 1298 55 72 60 100 60 535 52 75 77 70 66
internal_value=0 0.00128334 0.00471998 0.00213424 0.00484112 0.00494918 0.00482378 0.00113181 0.00748586 0.00490947 0.00510919 0.00497064 0.000301679 0.00372038 0.00245048 0.00156037 0.00488282
internal_weight=0 381 2560 328 2469 2378 2266 246 112 2211 1893 1833 194 318 152 122 166
internal_count=2941 381 2560 328 2469 2378 2266 246 112 2211 1893 1833 194 318 152 122 166
is_linear=0
shrinkage=0.00555282


Tree=297
num_leaves=27
num_cat=0
split_feature=1 1 52 52 14 39 47 1 1 13 39 13 133 42 43 49 13 43 52 52 13 13 1 133 480 130
split_gain=3252.06 646.355 327.524 217.03 141.209 141.679 104.352 96.7846 79.4087 82.3337 70.6809 48.2635 48.5776 46.3587 39.4656 81.4614 35.7056 24.6044 22.2856 19.702 27.2883 14.3948 12.4395 12.3853 10.7915 6.21641
threshold=0.10342000000000001 0.13612500000000002 -0.41694999999999993 0.17160000000000003 0.064610000000000015 0.0047850000000000011 0.10409500000000001 0.077845000000000011 0.15523500000000004 -0.071104999999999988 0.088755000000000014 0.032645000000000007 -0.037434999999999989 0.10458000000000002 -0.00088499999999999983 -0.005069999999999999 -1.0000000180025095e-35 -0.019324999999999998 -0.023474999999999996 -0.072144999999999987 0.15415000000000004 -0.098524999999999988 0.084775000000000003 0.19007000000000002 1.0000000180025095e-35 -0.015164999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 5 11 10 -7 9 -3 16 13 -13 14 17 -16 18 24 -4 -14 -21 -17 23 -15 -1 -19
right_child=1 8 3 -5 -6 7 -8 -9 -10 -11 -12 12 19 22 15 21 -18 25 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=0.012095213328986647 0.012426553410388022 -0.0021149050103550148 0.0017735504428381256 0.01014597673115163 0.015620919040624274 0.010936674233388509 0.0073584308989031628 0.0052029449919847107 -0.0042849208301415408 0.0030132449070748571 0.00069527440771290788 0.0079874069229223695 0.012925364386887184 0.0090403055387786625 0.0083876099326455119 0.010462039579382265 0.0054762311899823508 0.014221576121175656 0.0044151397119629159 0.0092130745121362066 0.011899937401964175 0.012226247331606797 0.011715048514268005 0.010990988125266363 0.013146283174691917 0.013057846534114497
leaf_weight=724 64 65 68 65 91 62 72 53 53 57 81 55 53 64 72 52 100 55 57 66 83 341 62 63 110 253
leaf_count=724 64 65 68 65 91 62 72 53 53 57 81 55 53 64 72 52 100 55 57 66 83 341 62 63 110 253
internal_value=0 0.00405887 0.00584024 0.00488864 0.0118191 0.0116595 0.00398451 0.00829446 -0.0011018 0.000280761 0.00319054 0.0118479 0.0105845 0.0120287 0.0122005 0.0114347 0.00408868 0.0125122 0.00297838 0.0112914 0.01071 0.0119929 0.0105683 0.0100082 0.0122339 0.0132658
internal_weight=0 682 507 443 2259 2168 378 115 175 122 306 2053 257 1796 1607 465 225 1142 125 202 149 393 189 127 834 308
internal_count=2941 682 507 443 2259 2168 378 115 175 122 306 2053 257 1796 1607 465 225 1142 125 202 149 393 189 127 834 308
is_linear=0
shrinkage=0.00311452


Tree=298
num_leaves=20
num_cat=0
split_feature=4 0 43 4 13 12 13 12 11 0 4 0 52 43 13 0 0 52 4
split_gain=95.3413 46.8887 106.641 35.3913 28.8784 22.8193 45.244 44.9659 22.3623 20.0783 57.1399 74.024 27.2649 17.3078 24.1759 14.9808 11.0932 9.30631 3.81974
threshold=0.27258000000000004 -0.028049999999999995 -0.06538999999999999 -0.46195999999999998 -0.16392499999999996 0.099170000000000022 -0.15747499999999998 -0.083979999999999985 0.080455000000000013 -0.10726999999999999 0.071150000000000005 -0.14920999999999998 -0.037619999999999994 -0.22971499999999997 0.032645000000000007 -0.050704999999999993 -0.10726999999999999 0.064135000000000011 -0.016339999999999997
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 -1 6 -2 -8 9 10 11 12 -6 17 15 -15 -9 -11 -16
right_child=5 2 3 -5 8 -7 7 16 -10 13 -12 -13 -14 14 18 -17 -18 -19 -20
leaf_value=0.001369925718937259 0.0051007824751103529 -0.0024552727075006888 0.0059543304627311128 0.0011285308847027832 0.0057991599413064311 -0.0014690199516093287 -0.0029343985880227012 0.0032286179223807096 0.0072207140197625454 0.007342905716827222 0.0057696395695982913 -0.0032101809181470037 0.0010205872176055366 0.0041877418823587894 0.0010122255414618953 0.0064907620222506698 0.0005337875999837674 0.0046015997900690671 0.0028421854144805511
leaf_weight=93 71 90 102 57 59 67 62 83 56 64 102 61 56 1615 56 71 66 56 54
leaf_count=93 71 90 102 57 59 67 62 83 56 64 102 61 56 1615 56 71 66 56 54
internal_value=0 0.00383365 0.00181001 0.00422466 0.00404868 0.00110316 0.00171447 0.000574751 0.00415938 0.00408122 0.00284906 0.00115615 0.00347266 0.00425997 0.0041394 0.00428476 0.00203529 0.00606407 0.00191105
internal_weight=0 2592 249 159 2343 349 282 211 2250 2194 278 176 115 1916 1796 1686 149 120 110
internal_count=2941 2592 249 159 2343 349 282 211 2250 2194 278 176 115 1916 1796 1686 149 120 110
is_linear=0
shrinkage=0.00490396


Tree=299
num_leaves=14
num_cat=0
split_feature=2 97 14 15 15 3 49 15 14 2 41 133 15
split_gain=103.916 46.811 47.7479 36.5506 35.3477 33.0533 31.0328 24.1349 19.9749 19.5448 42.5645 15.2251 8.85068
threshold=0.13554000000000002 -0.0047149999999999996 -0.13131999999999996 -0.24511999999999998 -0.032144999999999993 0.10661500000000002 -0.038669999999999989 -0.097454999999999986 0.073890000000000011 0.08647500000000001 0.077915000000000012 0.052120000000000007 -0.42075999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 8 -7 12 9 11 -11 -5 -2
right_child=4 2 3 5 -6 6 -8 -9 -10 10 -12 -13 -14
leaf_value=-0.0010709143389714979 0.0010220870735775415 0.0084385504520938896 -0.00028317572681267362 0.004831773586457355 -0.00429928385588111 0.004151276062804782 -0.0011359829249812799 0.0041003186461177916 0.0064722794517628086 0.0035773893133752201 -0.0014083817473124027 0.0032720819909182286 -0.0021628021509021598
leaf_weight=65 56 68 73 731 55 62 82 52 94 1217 57 274 55
leaf_count=65 56 68 73 731 55 62 82 52 94 1217 57 274 55
internal_value=0 0.00365707 0.00377271 0.00365019 -0.000389455 0.00376429 0.00114006 0.000929444 0.00392351 0.00381836 0.00335427 0.0044066 -0.000555469
internal_weight=0 2723 2658 2590 218 2517 144 163 2373 2279 1274 1005 111
internal_count=2941 2723 2658 2590 218 2517 144 163 2373 2279 1274 1005 111
is_linear=0
shrinkage=0.0056399


Tree=300
num_leaves=20
num_cat=0
split_feature=4 457 151 52 157 10 10 11 13 4 16 4 483 52 42 160 16 13 151
split_gain=84.157 46.6271 30.3662 33.5538 30.5688 30.3017 26.7089 25.1559 40.2592 21.8294 29.6218 53.2157 25.4273 23.8052 12.7227 9.99406 8.34113 12.0332 6.49542
threshold=0.27258000000000004 0.12931000000000001 -0.085989999999999983 -0.090304999999999983 -0.0080549999999999979 -0.014199999999999999 0.057650000000000007 1.0000000180025095e-35 0.085955000000000018 -0.46195999999999998 -0.07027499999999999 -0.111135 0.085390000000000008 0.51371000000000011 0.083120000000000013 0.024885000000000001 -0.4136149999999999 -1.0000000180025095e-35 -0.092954999999999982
decision_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 16 9 14 -4 12 -12 15 -13 -9 -11 17 -7 -6
right_child=5 -3 7 4 18 6 -8 8 -10 10 11 13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0046305270796924381 -0.0037196260282394734 -0.0020389044843948162 0.0059252026233146586 0.0033156770433829703 -0.00048517090519444635 0.00085435163142890975 -0.0026798134329930113 0.0095525175091599607 0.0021818215713834987 0.0034152736567730699 -0.0024390494501306398 0.0030113399861383563 0.0076054333961894502 -0.00079016895344279461 0.0056733972271323626 0.0052667046629492204 0.00031508709783826475 0.0039994324457579104 -0.0032683907456187949
leaf_weight=65 52 53 91 53 52 73 53 53 70 864 64 917 52 54 52 101 87 78 52
leaf_count=65 52 53 91 53 52 73 53 53 70 864 64 917 52 54 52 101 87 78 52
internal_value=0 0.00312679 0.0032346 0.00126789 -0.000123913 0.000193252 0.000892664 0.00342294 0.00545227 0.00325719 0.00313884 0.00247586 0.00381351 0.00279987 0.007632 0.00360911 0.00168847 0.00247936 -0.00187735
internal_weight=0 2593 2540 222 157 343 291 2318 175 2143 2052 1035 1017 971 105 965 238 151 104
internal_count=2936 2593 2540 222 157 343 291 2318 175 2143 2052 1035 1017 971 105 965 238 151 104
is_linear=0
shrinkage=0.00556532


Tree=301
num_leaves=16
num_cat=0
split_feature=1 2 33 34 0 1 16 475 0 16 1 2 12 16 2
split_gain=72.4637 48.9 40.1755 49.5245 28.3575 60.2069 90.2039 20.871 13.7498 13.4231 11.4487 22.2754 9.07751 6.40294 5.20033
threshold=0.14860500000000001 0.13554000000000002 0.084855000000000014 -0.066379999999999981 -0.12368999999999998 0.083065000000000014 -0.0092499999999999978 -0.08538999999999998 -0.074679999999999983 -0.076909999999999992 0.12466500000000001 -0.007134999999999999 0.086965000000000015 -0.0071849999999999995 0.085585000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 14 9 12 -3 -7 11 -9 -6 -10 -5
right_child=-2 8 -4 4 7 6 -8 10 13 -11 -12 -13 -14 -15 -16
leaf_value=-0.0018475941937468143 -0.0037136761955386169 -0.0030514219749173148 0.0082531569764537627 0.0040056071764871621 0.0066560468202895235 0.0010504891414441578 -0.0062514663533333112 -0.00094920799333162082 -0.00079798721535529328 0.0046037742037824316 0.0059044241879213834 0.0030900875910384331 0.0037015194787763796 0.0022519225367638469 0.0067218971906795417
leaf_weight=84 68 56 52 52 90 177 67 53 52 52 52 1904 70 52 55
leaf_count=84 68 56 52 52 90 177 67 53 52 52 52 1904 70 52 55
internal_value=0 0.00270636 0.00290147 0.00279667 0.00294837 0.00145065 2.19074e-05 0.00322662 -0.000595469 0.00185764 0.00305637 0.00298066 0.00536385 0.000726337 0.00540244
internal_weight=0 2868 2708 2656 2572 403 296 2169 160 229 2009 1957 160 104 107
internal_count=2936 2868 2708 2656 2572 403 296 2169 160 229 2009 1957 160 104 107
is_linear=0
shrinkage=0.00614709


Tree=302
num_leaves=34
num_cat=0
split_feature=12 2 30 12 15 16 2 2 52 49 160 2 11 16 49 16 2 12 52 1429 2 15 133 133 52 133 16 2 133 43 52 15 133
split_gain=957.003 270.106 210.982 179.699 149.393 134.985 122.221 205.961 66.5775 54.4182 42.2654 38.2724 53.1824 37.7864 37.477 30.0594 24.7787 22.6047 21.1442 15.3821 13.1911 10.279 10.2653 25.8706 24.1196 15.1237 7.83309 7.37706 5.87275 5.64299 5.10122 3.88796 2.08499
threshold=0.056995000000000011 0.14073000000000005 0.086535000000000015 0.098595000000000016 0.039965000000000007 -0.33811499999999994 -0.087809999999999985 0.10433000000000002 0.042815000000000006 0.047620000000000003 -0.077034999999999978 0.089310000000000014 1.0000000180025095e-35 0.026395000000000005 -0.06017999999999999 -1.0000000180025095e-35 0.16730000000000003 0.091345000000000023 -0.25811499999999993 1.0000000180025095e-35 0.098655000000000007 0.087670000000000012 -1.0000000180025095e-35 0.024055000000000003 -0.037619999999999994 0.092215000000000005 0.0044600000000000013 0.084855000000000014 -0.010024999999999997 -0.007069999999999999 0.0062600000000000008 1.0000000180025095e-35 -0.09676499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 -5 -1 9 13 10 -8 12 17 -9 -13 20 -3 21 -17 22 29 26 -16 24 -24 -25 27 -2 32 -7 31 -19 -23
right_child=3 16 -4 5 -6 15 7 8 -10 -11 -12 14 -14 -15 19 18 -18 30 -20 -21 -22 28 23 25 -26 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.0036330836645563241 0.013143873042761092 0.0041373390427161651 0.0026274192582386481 0.0047778462377095461 0.014039417962771004 0.012407174700010827 0.0074068598376708207 0.004754497732302335 0.0097319453554820454 0.013410002159716845 0.010806551305548343 0.0087544878805352975 0.01523817983128029 0.0079009664790744023 0.012338319819066258 0.010576429140140375 0.0010656473348042042 0.01013550946866016 0.0081577262331058147 0.013082204930161892 0.010217849173652734 0.011853361440199321 0.011284039423315875 0.012861878539504452 0.0081521417370654867 0.011100934023315389 0.011454941038618464 0.01239847993861006 0.011224011436435182 0.01098222583925953 0.011947218110996713 0.0112813564864233 0.012790467765193509
leaf_weight=57 276 58 69 54 52 74 54 139 57 63 150 56 66 59 94 71 56 52 88 66 101 52 55 82 52 151 56 308 102 52 71 88 55
leaf_count=57 276 58 69 54 52 74 54 139 57 63 150 56 66 59 94 71 56 52 88 66 101 52 55 82 52 151 56 308 102 52 71 88 55
internal_value=0 0.00732919 0.00809464 0.0115288 0.00869242 0.00965499 0.00821215 0.00871209 0.00659539 0.0107335 0.00990681 0.012019 0.0123683 0.00569226 0.0113114 0.0103372 0.00262875 0.0121896 0.009238 0.0115977 0.011107 0.0124297 0.0113719 0.0111046 0.00976232 0.0117208 0.0126375 0.0127508 0.0117932 0.0118194 0.0112234 0.010856 0.0123354
internal_weight=0 814 700 2122 631 440 579 522 255 267 204 1682 1126 198 556 386 114 1060 159 500 227 849 434 340 107 233 640 584 209 126 211 140 107
internal_count=2936 814 700 2122 631 440 579 522 255 267 204 1682 1126 198 556 386 114 1060 159 500 227 849 434 340 107 233 640 584 209 126 211 140 107
is_linear=0
shrinkage=0.00329264


Tree=303
num_leaves=15
num_cat=0
split_feature=3 147 9 148 9 4 402 41 16 123 160 3 15 16
split_gain=150.758 37.2963 39.56 25.0742 19.2618 14.9514 15.1738 16.0792 18.5195 11.9558 12.1815 14.7415 7.27313 1.53149
threshold=0.3148450000000001 0.089430000000000023 -1.0000000180025095e-35 -0.078924999999999981 0.037245000000000007 0.046185000000000004 0.089020000000000002 0.079160000000000008 -0.11082499999999999 0.090270000000000017 0.0088350000000000008 -0.017704999999999995 0.084100000000000022 -0.077509999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 7 8 -4 10 11 -7 -8 -14
right_child=-2 3 4 -5 -6 9 12 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.00083202325311579339 -0.0043051673324082705 0.0021476902416411891 0.0050036691234630537 -0.0030805349145436927 0.0053378799189553001 0.00041474023837844272 0.0060407290928937499 -0.00012360144871974564 0.002765322508123487 0.0043821284369649077 0.0033084854425745307 0.0027349608176155142 0.0032040023525851031 0.0043531985202005311
leaf_weight=87 94 52 114 54 87 236 56 52 1696 52 101 119 73 63
leaf_count=87 94 52 114 54 87 236 56 52 1696 52 101 119 73 63
internal_value=0 0.00261207 0.00273325 -0.000515204 0.00285037 0.00276587 0.00297009 0.00282169 0.00290633 0.00194004 0.00166143 0.00119267 0.00440906 0.00373677
internal_weight=0 2842 2736 106 2649 2562 2054 1862 1810 508 456 355 192 136
internal_count=2936 2842 2736 106 2649 2562 2054 1862 1810 508 456 355 192 136
is_linear=0
shrinkage=0.00537408


Tree=304
num_leaves=12
num_cat=0
split_feature=3 1348 9 1447 482 4 11 0 40 3 52
split_gain=104.288 22.3581 22.6506 16.6367 13.6384 12.0886 24.139 30.5297 15.0759 19.0237 10.7439
threshold=0.3148450000000001 0.084490000000000023 -1.0000000180025095e-35 -0.085709999999999995 0.10189500000000001 -0.081204999999999986 0.086175000000000015 -0.099244999999999986 -0.092899999999999996 0.11745500000000002 -0.0019149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 5 6 7 -5 -7 -10 -4
right_child=-2 -3 3 4 -6 8 -8 -9 9 -11 -12
leaf_value=-0.00039640447774344007 -0.0034547868039771341 -0.0011179361904311207 0.0058760291671262552 0.0067392530469587431 0.0041360635933507346 0.0045959394241448489 -0.00015742857474876864 0.002654383203566462 0.0019128066121508703 -0.00054695748275289499 0.0026174243112115714
leaf_weight=90 94 57 54 54 91 53 72 555 1672 89 55
leaf_count=90 94 57 54 54 91 53 72 555 1672 89 55
internal_value=0 0.00209614 0.00216195 0.0022474 0.00216372 0.00209176 0.00268101 0.00301668 0.00187052 0.00178846 0.00423229
internal_weight=0 2842 2785 2695 2586 2495 681 609 1814 1761 109
internal_count=2936 2842 2785 2695 2586 2495 681 609 1814 1761 109
is_linear=0
shrinkage=0.00518517


Tree=305
num_leaves=28
num_cat=0
split_feature=1 3 12 43 3 43 1 47 15 1 12 43 3 3 3 50 13 42 13 42 160 15 15 15 13 133 1455
split_gain=1917.27 329.66 228.918 118.737 127.811 110.399 109.061 89.6525 89.2845 97.2411 81.1621 80.1666 60.9227 42.2185 33.0659 30.4225 30.2888 28.6884 15.4379 14.6668 11.1366 17.0139 11.3647 10.2766 7.81618 7.31444 6.81588
threshold=0.10921500000000002 -0.063264999999999988 1.0000000180025095e-35 -0.077134999999999995 0.110335 -0.095964999999999981 0.14293000000000003 0.08593000000000002 -1.0000000180025095e-35 0.084955000000000017 0.095175000000000023 -0.029255 0.30863500000000005 -0.13827999999999999 -0.097574999999999981 0.12064500000000002 -0.014114999999999997 -0.076679999999999984 0.0048350000000000008 0.086700000000000013 -0.066074999999999981 -0.031624999999999993 -0.072704999999999978 0.11308000000000001 0.053700000000000005 0.11667000000000001 0.079520000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 5 8 -1 11 -2 9 -5 13 16 -13 -4 -15 17 -3 24 19 26 -19 22 -22 -23 -12 -21 -16
right_child=1 6 10 4 -6 -7 -8 -9 -10 -11 15 12 -14 14 18 -17 -18 20 -20 25 21 23 -24 -25 -26 -27 -28
leaf_value=0.0096292612908960001 0.0065604315801219559 0.0040455617409969682 0.012892112505838781 0.011781215924476845 0.0060520243047632099 0.0047413438987299571 0.0011209300400806923 0.010578307555409889 0.012494060220156838 0.0074315593712751026 0.012175290982334165 0.0070664369358849552 0.0037260954138060498 0.0093772084002860401 0.011612210434968195 0.008109268022659771 0.0014372303316442369 0.011012525485068229 0.0098327023831319728 0.011077305284627441 0.009693978911561282 0.010497852584282884 0.0079470603602933062 0.0091678189172521851 0.010736046824887284 0.010199289788642325 0.010621594049361541
leaf_weight=54 97 69 100 61 54 79 90 64 97 86 52 93 64 72 624 52 56 52 54 457 52 148 52 56 54 78 53
leaf_count=54 97 69 100 61 54 79 90 64 97 86 52 93 64 72 624 52 56 52 54 457 52 148 52 56 54 78 53
internal_value=0 0.00500882 0.0105343 0.00879626 0.00972009 0.00672612 0.0036459 0.00815777 0.0105318 0.00923671 0.0109173 0.00445164 0.00570495 0.0112395 0.0111159 0.0100228 0.00287725 0.0102363 0.0112148 0.0112763 0.00988105 0.00968993 0.00882079 0.0101329 0.0114424 0.0109493 0.0115347
internal_weight=0 533 2387 431 298 133 372 161 244 147 1956 282 157 1438 1338 518 125 466 1266 1212 360 308 104 204 106 535 677
internal_count=2920 533 2387 431 298 133 372 161 244 147 1956 282 157 1438 1338 518 125 466 1266 1212 360 308 104 204 106 535 677
is_linear=0
shrinkage=0.00263401


Tree=306
num_leaves=19
num_cat=0
split_feature=10 0 16 97 14 47 124 47 13 16 15 49 10 1375 148 15 1 47
split_gain=51.6479 33.4332 55.9842 32.254 25.2875 22.515 27.4352 21.9244 20.3456 63.4231 25.4362 17.427 15.4791 16.844 17.4552 14.484 10.8504 4.5016
threshold=0.057650000000000007 -0.13165999999999997 -0.0092499999999999978 -0.0047149999999999996 0.026890000000000004 0.077735000000000012 -0.077084999999999987 0.089730000000000018 -0.017354999999999999 -0.48652999999999996 -0.088709999999999983 -1.0000000180025095e-35 -0.093904999999999988 -0.077354999999999993 -0.080384999999999984 -0.070009999999999975 0.10378000000000001 0.10280000000000002
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 8 6 -5 -7 9 -1 11 -10 -8 -14 -15 16 17 -9
right_child=-2 3 -4 5 -6 7 12 15 10 -11 -12 -13 13 14 -16 -17 -18 -19
leaf_value=0.0032903454644460819 -0.0024402146136822053 -0.0015923903233119882 -0.0032526031484207503 -0.00064753313970464265 0.0048865215053764798 0.0069449230728428814 -0.00044641077576161776 0.0039641701946647899 -0.0014977118172664018 -0.0049471936418716391 0.0052546692177403804 0.0028215658659971475 0.0052503402952950471 0.005362411273052611 0.0023023209183499365 0.0013046444951311056 0.0057068243286124915 0.0018422571020118698
leaf_weight=54 72 57 81 88 59 53 53 64 52 53 53 55 61 55 1808 82 68 52
leaf_count=54 72 57 81 88 59 53 53 64 52 53 53 55 61 55 1808 82 68 52
internal_value=0 0.00214727 0.000727577 0.00238396 0.00171669 0.00247906 0.00227465 0.00380206 0.00101603 -0.000789397 0.00222377 0.000721944 0.00240475 0.00248332 0.00239269 0.00317564 0.00400914 0.00301346
internal_weight=0 2848 407 2441 326 2384 2065 319 267 107 160 107 1977 1924 1863 266 184 116
internal_count=2920 2848 407 2441 326 2384 2065 319 267 107 160 107 1977 1924 1863 266 184 116
is_linear=0
shrinkage=0.00534968


Tree=307
num_leaves=16
num_cat=0
split_feature=4 2 123 3 11 3 0 2 3 4 11 2 124 15 4
split_gain=1435.91 460.652 275.785 109.831 95.9908 104.713 82.5885 121.837 63.7469 59.0867 47.8086 41.7915 29.4914 27.4479 16.4814
threshold=0.27998000000000006 0.14744000000000002 0.080635000000000012 0.11391500000000002 1.0000000180025095e-35 -0.12077499999999998 -0.13843999999999998 0.091290000000000024 0.25089000000000006 0.0049450000000000006 0.086175000000000015 0.13554000000000002 -0.082024999999999987 -0.46483499999999994 0.41552000000000006
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 -7 11 -8 -6 13 -4 -2 -15
right_child=8 -3 12 -5 10 6 9 -9 -10 -11 -12 -13 -14 14 -16
leaf_value=0.0049703711796069703 0.0044368393490428074 0.0010919001558620807 0.0035880859892380751 0.0054696743242929145 0.012118129138347086 0.0086139654633527116 0.0087512693723831164 0.0033028474294348555 -0.00049003048409577748 0.0075315481434636254 0.0091187186553747471 0.00064490468864028701 0.00608791871698153 0.0033559794053791342 0.0013527749493928451
leaf_weight=66 72 69 91 93 70 71 1601 55 64 347 84 65 54 58 60
leaf_count=66 72 69 91 93 70 71 1601 55 64 347 84 65 54 58 60
internal_value=0 0.00791977 0.00810583 0.00832369 0.00843938 0.00829235 0.00839805 0.00629585 0.00189931 0.00853401 0.0104823 0.0024991 0.00451926 0.00313328 0.00233764
internal_weight=0 2601 2532 2387 2294 2140 2074 126 319 1948 154 255 145 190 118
internal_count=2920 2601 2532 2387 2294 2140 2074 126 319 1948 154 255 145 190 118
is_linear=0
shrinkage=0.00267813


Tree=308
num_leaves=10
num_cat=0
split_feature=3 40 48 147 151 51 12 3 3
split_gain=52.641 25.8758 26.023 54.276 18.2985 24.904 14.8012 64.8169 10.3529
threshold=0.3148450000000001 0.0023950000000000004 -0.091489999999999974 0.089430000000000023 0.067425000000000013 0.14560000000000003 0.083885000000000015 -0.11151499999999999 -0.13392999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -8
right_child=-2 -3 3 -5 -6 -7 8 -9 -10
leaf_value=0.0068433111580269738 -0.0020945288155296078 -0.001161648590365905 -0.0036263851694186811 -0.0024736916947373133 0.0053168101760597188 -0.00076431382528604943 0.0044371822868062624 0.0025689901356012474 0.002816997260176834
leaf_weight=53 96 70 71 79 94 81 162 566 1648
leaf_count=53 96 70 71 79 94 81 162 566 1648
internal_value=0 0.00250766 0.00260095 0.00251768 0.0026681 0.00256958 0.00267997 0.00187835 0.00296204
internal_weight=0 2824 2754 2701 2622 2528 2447 637 1810
internal_count=2920 2824 2754 2701 2622 2528 2447 637 1810
is_linear=0
shrinkage=0.00611242


Tree=309
num_leaves=19
num_cat=0
split_feature=4 12 2 4 52 43 0 2 4 457 43 4 0 160 52 160 52 52
split_gain=43.8407 51.3201 30.3259 28.5275 34.348 26.6695 22.2622 20.4571 20.4529 18.6935 17.4513 17.131 37.9647 15.8835 14.9838 17.1944 10.2423 6.55291
threshold=0.27258000000000004 0.095230000000000023 0.14744000000000002 -0.22295999999999996 -0.018094999999999997 -0.075124999999999983 -0.029849999999999998 0.087665000000000007 -0.091059999999999988 0.094845000000000013 -0.24698999999999996 0.51395000000000002 -0.19166999999999998 0.019875 -0.019454999999999997 -0.062634999999999982 0.11122500000000002 -0.15824499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 17 -2 7 10 -9 13 -5 12 -7 -10 15 -12 -16 -1
right_child=1 -3 -4 6 -6 11 -8 8 9 -11 14 -13 -14 -15 16 -17 -18 -19
leaf_value=0.0015564296662329642 -0.0016861945373539823 -0.0048607032879457003 -0.0017038488452859857 0.0058705297023664213 0.0075255959451623099 -0.00046300621003006232 -0.0017480921680940332 -0.0018394282035687837 0.0015429654693451655 -0.001683031799864862 -0.0013453165866560233 -0.00048624950194457744 0.0060361487144538614 0.003372682614313215 0.0032016336275667856 0.0021450127249438419 0.0014401074406708056 0.0041544898623567944
leaf_weight=85 87 64 69 57 75 52 52 58 753 52 64 55 78 211 706 209 137 56
leaf_count=85 87 64 69 57 75 52 52 58 753 52 64 55 78 211 706 209 137 56
internal_value=0 -0.000112828 0.00214971 0.00225546 0.00430321 0.00100409 0.00206304 0.00215126 0.00156352 0.00175785 0.00268934 0.00226959 0.003436 0.00194352 0.00252681 0.00132654 0.00291543 0.00258873
internal_weight=0 336 2584 2515 216 272 2299 2247 1074 1016 1173 185 130 964 1116 273 843 141
internal_count=2920 336 2584 2515 216 272 2299 2247 1074 1016 1173 185 130 964 1116 273 843 141
is_linear=0
shrinkage=0.00589271


Tree=310
num_leaves=23
num_cat=0
split_feature=44 1 50 403 150 10 10 40 457 51 133 51 133 402 158 402 52 50 42 133 42 133
split_gain=66.1436 39.1438 55.0605 44.7963 49.3154 32.6341 33.4789 30.57 14.8351 12.4111 10.9361 17.0959 10.2469 9.81822 7.30162 6.29418 4.63337 3.81441 7.18285 3.00709 1.15145 1.2686
threshold=0.081710000000000019 0.077375000000000013 0.077920000000000003 -0.0064299999999999991 -0.052409999999999991 -0.089679999999999982 -0.0073499999999999998 -0.082294999999999993 0.048870000000000004 0.12162000000000002 0.094185000000000005 0.10570500000000001 0.11524500000000001 -0.022269999999999995 0.083065000000000014 0.086700000000000013 0.048245000000000003 0.090195000000000011 0.078120000000000009 0.18829500000000002 0.098060000000000022 0.42240500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 -5 -6 -7 -8 9 12 11 17 13 -1 15 -15 -16 -4 -19 -14 21 -21
right_child=-2 2 10 4 5 6 7 -9 -10 -11 -12 -13 19 14 16 -17 -18 18 -20 20 -22 -23
leaf_value=0.0048855189130155713 0.009567781369138233 -0.0053416091342928821 0.0045680319105639352 -0.0050319554762464965 -0.0034605861364794379 0.0067138640199672995 0.0055932651655295398 0.00057887303939547022 0.0051684751098642319 -0.00069666804180008369 0.0012604589491220844 0.0071804121192706955 -0.00022069614549228084 0.0020881908060344156 0.0050472215823728671 0.003533006814087403 0.0024620892391837685 0.00056058802387941743 0.0037775694314233855 0.0013653979163036351 0.0010078065123007775 0.0028875911272510804
leaf_weight=99 54 67 56 71 73 53 64 685 99 60 90 64 54 737 88 181 54 58 79 54 80 52
leaf_count=99 54 67 56 71 73 53 64 685 99 60 90 64 54 737 88 181 54 58 79 54 80 52
internal_value=0 0.00181797 0.000957786 0.00014065 0.000529007 0.000980324 0.00138464 0.00100744 0.00256878 0.00239233 0.00334304 0.00407206 0.00252486 0.00279512 0.00259981 0.00237314 0.00406466 0.00304093 0.00241618 0.00121945 0.00163795 0.00211283
internal_weight=0 2918 1360 1013 946 875 802 749 1558 1459 347 257 1399 1159 1060 918 142 193 137 240 186 106
internal_count=2972 2918 1360 1013 946 875 802 749 1558 1459 347 257 1399 1159 1060 918 142 193 137 240 186 106
is_linear=0
shrinkage=0.00693814


Tree=311
num_leaves=17
num_cat=0
split_feature=4 2 123 457 11 2 0 14 16 2 0 4 0 2 0 2
split_gain=1232.31 462.348 191.664 142.72 120.647 87.1673 109.914 86.1875 99.2545 102.261 65.4032 53.8703 30.584 27.3954 18.9738 14.6865
threshold=0.31392000000000003 0.14132000000000003 1.0000000180025095e-35 0.11469000000000001 1.0000000180025095e-35 0.10510500000000002 -0.11991499999999998 -0.45687499999999998 -0.42170999999999997 0.12750000000000003 -0.014704999999999998 0.049545000000000006 -0.080809999999999979 0.088005000000000014 -0.18713499999999997 0.11504500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 10 -7 -2 9 14 11 -1 -6 -4 -9 -8
right_child=7 -3 13 -5 12 6 15 8 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.010583676174364124 0.0071536132811502546 0.0039498541146598233 0.005607617557021145 0.0059771616643625753 0.013593131026260643 0.0053190933107635958 0.0088789631437197047 0.0070509044102114943 0.00080697010160932312 0.001704995178780859 0.0080807029108353797 0.0092249009516172306 0.011376453768135106 0.0079866138097276218 0.0051009594780606279 0.010206076366056518
leaf_weight=1595 65 89 57 54 78 52 117 53 59 58 86 228 94 79 96 112
leaf_count=1595 65 89 57 54 78 52 117 53 59 58 86 228 94 79 96 112
internal_value=0 0.00980406 0.0100082 0.0101781 0.0102741 0.0101086 0.00874935 0.00445616 0.0037969 0.00464896 0.0103087 0.0104138 0.0123819 0.00698974 0.00579475 0.00952815
internal_weight=0 2641 2552 2416 2362 2190 281 331 266 207 1909 1823 172 136 149 229
internal_count=2972 2641 2552 2416 2362 2190 281 331 266 207 1909 1823 172 136 149 229
is_linear=0
shrinkage=0.00261267


Tree=312
num_leaves=32
num_cat=0
split_feature=1 1 155 2 2 47 2 1 13 155 1 15 131 2 0 13 2 0 13 1 0 43 133 13 40 157 48 0 2 13 15
split_gain=2864.45 612.112 244.695 216.033 187.24 144.199 101.231 81.9437 86.5817 68.3496 154.601 63.059 79.1955 53.5627 44.7942 36.5156 33.8676 31.6161 27.5591 26.1877 22.5138 16.5422 13.4022 15.403 12.8229 11.2244 8.45854 6.88396 6.6817 5.90775 4.31346
threshold=0.10404000000000001 0.12313000000000002 0.089885000000000007 1.0000000180025095e-35 0.095850000000000005 0.085585000000000008 -1.0000000180025095e-35 0.089745000000000019 -0.13871999999999998 1.0000000180025095e-35 0.08864000000000001 0.088805000000000009 0.082750000000000004 0.16993500000000003 0.048595000000000006 -1.0000000180025095e-35 0.086545000000000025 -0.18713499999999997 -0.0015099999999999998 0.077845000000000011 -0.11214999999999999 0.097510000000000027 0.091785000000000019 1.0000000180025095e-35 -1.0000000180025095e-35 -0.016164999999999995 0.087695000000000009 -0.091399999999999995 0.09167500000000002 -0.051009999999999993 -0.048464999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 7 13 -2 8 -1 10 14 12 -9 15 21 24 20 -5 -19 26 -10 22 23 -6 -3 -22 28 -27 -18 -13 -24
right_child=1 5 -4 17 9 -7 -8 11 16 -11 -12 29 -14 -15 -16 -17 19 18 -20 -21 25 -23 30 -25 -26 27 -28 -29 -30 -31 -32
leaf_value=0.015017552205827584 0.004876976664932425 -0.00022989987586415159 0.011850877642883029 0.004880680632511911 0.011114399701216377 0.0037356022356544675 0.010351013814716287 0.0064195872252528442 0.013500480048742674 0.011447914906514839 0.0048164941235035834 0.010442040477663637 0.010788114184580672 -0.0038197878472214833 0.0067024687831466357 0.0017359732321549828 0.011174113914512512 0.0011339101142123051 0.003837538788300766 0.0087891800247660683 0.010166171887734171 0.0083923035046379966 0.0087263265121369331 0.0091613059079665229 -0.0022585120145259224 0.010732575140601681 0.0099202719305640074 0.011741022842328934 0.010446222745967145 0.011679391746559227 0.0098837918402827057
leaf_weight=54 54 55 54 56 123 74 72 93 54 88 84 86 64 52 53 54 421 87 57 62 56 74 70 53 59 73 80 436 161 61 52
leaf_count=54 54 55 54 56 123 74 72 93 54 88 84 86 64 52 53 54 421 87 57 62 56 74 70 53 59 73 80 436 161 61 52
internal_value=0 0.00336063 0.00589328 0.00490634 0.0104442 8.70304e-05 0.00800525 0.0109552 0.0112647 0.00898812 0.00856279 0.00953295 0.00820059 -0.00114007 0.00930316 -0.000310441 0.0111138 0.00295386 0.00220432 0.0106696 0.0116333 0.0096736 0.00999167 0.0105264 -0.00128008 0.0114548 0.0108457 0.0115965 0.0109728 0.0109557 0.00921994
internal_weight=0 674 380 326 2298 294 126 1701 1397 597 509 304 157 220 425 168 1343 200 144 724 619 372 298 176 114 565 662 509 582 147 122
internal_count=2972 674 380 326 2298 294 126 1701 1397 597 509 304 157 220 425 168 1343 200 144 724 619 372 298 176 114 565 662 509 582 147 122
is_linear=0
shrinkage=0.00302139


Tree=313
num_leaves=11
num_cat=0
split_feature=39 45 10 1374 10 15 399 3 3 159
split_gain=35.9477 46.0166 41.9949 29.5372 19.2506 16.785 31.7591 18.9024 18.0881 10.2005
threshold=0.11742500000000002 1.0000000180025095e-35 -0.089679999999999982 -0.080239999999999992 -0.010054999999999998 0.025430000000000005 1.0000000180025095e-35 -0.13117499999999996 -0.23098999999999997 -0.40233499999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 8 -7 -6 -9
right_child=-2 -3 3 4 5 7 -8 9 -10 -11
leaf_value=-0.0024724352485311148 -0.0020451977985788384 0.007739346241102063 -0.0020084187533979687 0.0059971599663016795 0.004668124191233026 0.0057520764075307644 -0.0024229837485406744 0.00031980262230707967 0.001995569893402686 0.0028768974497310031
leaf_weight=63 65 54 52 52 93 77 54 57 1436 969
leaf_count=63 65 54 52 52 93 77 54 57 1436 969
internal_value=0 0.0023693 0.00226763 0.00237469 0.00245796 0.00238942 0.00200185 0.00294558 0.00215817 0.0027349
internal_weight=0 2907 2853 2790 2738 2686 1583 1103 1529 1026
internal_count=2972 2907 2853 2790 2738 2686 1583 1103 1529 1026
is_linear=0
shrinkage=0.00587152


Tree=314
num_leaves=19
num_cat=0
split_feature=1 0 15 14 0 1 16 2 1428 15 48 2 15 2 156 2 0 49
split_gain=38.0193 27.3469 25.5524 25.3907 31.5107 26.0361 36.3084 21.8714 14.6921 15.5753 17.4038 16.0499 14.1106 29.7476 16.4137 12.3839 5.86247 3.42875
threshold=0.12122500000000001 -0.0058249999999999994 -0.024929999999999997 -0.13131999999999996 -0.15270499999999995 0.086165000000000005 -0.33811499999999994 0.153865 0.086350000000000024 -0.10763999999999999 0.092335000000000014 0.085075000000000026 -0.094389999999999988 0.090420000000000014 0.088735000000000022 0.12681500000000004 -0.076734999999999984 0.099115000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 -1 5 -5 -7 15 9 11 12 -6 13 -11 -14 -2 -12 -13
right_child=1 -3 -4 4 8 6 -8 -9 -10 10 16 17 14 -15 -16 -17 -18 -19
leaf_value=0.0042597429805863139 0.0016843020949585872 -0.0029510011760741678 -0.0022493838909189204 0.0023378637458567916 0.004979912043836833 0.00078402215989431035 -0.0040503579078723997 0.003785605517299923 0.0037547930070245751 0.0023230597256495753 0.00075310582627560838 0.0015404630235838991 0.0018641614246278386 -0.0024623197055809601 0.00034051710007672374 -0.00087812538869620662 -0.0012969944084490028 0.0029948655978810908
leaf_weight=76 81 55 53 58 55 74 58 55 72 57 65 92 1723 52 162 77 53 54
leaf_count=76 81 55 53 58 55 74 58 55 72 57 65 92 1723 52 162 77 53 54
internal_value=0 -1.40227e-05 0.000593064 0.00165302 0.00157607 -0.000216891 -0.00133981 0.00130057 0.00171892 0.00165553 0.00153965 0.00287283 0.00164069 3.96783e-05 0.00173324 0.000435215 -0.000167288 0.00207873
internal_weight=0 321 266 2651 2575 190 132 213 2385 2313 2112 201 1994 109 1885 158 118 146
internal_count=2972 321 266 2651 2575 190 132 213 2385 2313 2112 201 1994 109 1885 158 118 146
is_linear=0
shrinkage=0.00457528


Tree=315
num_leaves=12
num_cat=0
split_feature=45 48 34 10 40 484 16 51 13 484 15
split_gain=33.5079 37.1388 29.8482 66.7468 26.3461 18.3691 20.9997 19.1307 12.8173 12.4974 5.48087
threshold=0.08179500000000002 0.14093000000000003 -0.082914999999999989 -1.0000000180025095e-35 1.0000000180025095e-35 -0.084749999999999978 -0.071704999999999991 -0.41109999999999997 -0.073514999999999983 0.062930000000000014 -0.013439999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 8 9 -8 10 -7 -5
right_child=-2 -3 3 4 -6 6 7 -9 -10 -11 -12
leaf_value=0.0048660471443755186 0.0060343545583881383 -0.0035740391762642916 -0.0033581321350573804 0.001109993199424776 -0.0021342132884999325 0.0019639358533305607 0.0038673307733825455 0.00076092322593952495 0.0052940699972502956 0.0049399921219479134 0.0032746483658472464
leaf_weight=93 58 52 101 74 66 1113 76 1091 76 53 97
leaf_count=93 58 52 101 74 66 1113 76 1091 76 53 97
internal_value=0 0.00143873 0.00153054 0.00141759 0.00159991 0.00169546 0.00153106 0.00096328 0.00324801 0.00209927 0.00233827
internal_weight=0 2892 2840 2747 2646 2580 2333 1167 247 1166 171
internal_count=2950 2892 2840 2747 2646 2580 2333 1167 247 1166 171
is_linear=0
shrinkage=0.00598601


Tree=316
num_leaves=26
num_cat=0
split_feature=4 39 13 51 4 13 150 52 16 4 157 13 4 157 16 51 52 52 52 133 13 4 49 16 52
split_gain=1566.41 467.892 334.763 105.604 88.6557 84.1795 81.2361 70.6809 108.854 52.4167 49.8323 37.2008 32.1518 29.8467 62.5902 54.0672 46.6934 24.338 22.4546 19.5885 16.0674 13.8506 12.8067 8.98776 6.96528
threshold=0.27258000000000004 0.0047850000000000011 -0.23438999999999996 0.086950000000000013 -0.060239999999999995 -0.077034999999999978 0.082965000000000025 0.042815000000000006 -0.54150999999999994 -0.0034749999999999994 -0.062424999999999994 -0.079804999999999987 0.05309500000000001 -0.0042999999999999991 -1.0000000180025095e-35 -0.058534999999999997 -0.062309999999999997 -0.011499999999999998 0.40565000000000007 -0.0024649999999999997 -0.064249999999999988 -0.0065849999999999997 -0.014479999999999998 -0.27157999999999993 0.023800000000000005
decision_type=2 2 2 2 2 2 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 13 12 10 8 -2 -3 -7 -10 21 15 17 -4 -16 -15 -12 -19 -18 22 -6 -13 -23
right_child=7 3 4 -5 5 6 -8 -9 11 -11 18 23 -14 14 16 -17 20 19 -20 -21 -22 24 -24 -25 -26
leaf_value=0.006831194012731895 0.007707266479577141 0.0074946755628391955 0.012339249136449003 0.0043060191976423013 0.011398525329731164 0.009607783002710861 0.0083247673616500678 0.007717155431491581 0.0018905665145027529 0.010640927589858089 0.012103860587888459 0.0036349373656056243 0.011162811425453717 0.015027192077082618 0.012787632291521044 0.016446483780033602 0.011161366695805214 0.013411294008392855 0.010112899182078593 0.012492370726243976 0.0089193547026960134 0.013916401007368085 0.012874084744693138 0.0052221347438443037 0.01269040006808962
leaf_weight=92 64 94 52 52 62 95 75 70 77 79 402 57 100 52 97 52 52 434 52 334 52 129 212 59 54
leaf_count=92 64 94 52 52 62 95 75 70 77 79 402 57 100 52 97 52 52 434 52 334 52 129 212 59 54
internal_value=0 0.0117863 0.0121544 0.0078627 0.0123668 0.011822 0.0111039 0.00518183 0.00449116 0.00893158 0.0114835 0.00342452 0.0126264 0.0129387 0.0127905 0.0143932 0.0113665 0.0131395 0.0118759 0.0130117 0.0100407 0.0129466 0.0125403 0.00444248 0.0135548
internal_weight=0 2623 2398 225 2306 1181 624 327 257 173 549 193 557 1125 1021 104 201 820 454 768 104 457 274 116 183
internal_count=2950 2623 2398 225 2306 1181 624 327 257 173 549 193 557 1125 1021 104 201 820 454 768 104 457 274 116 183
is_linear=0
shrinkage=0.00284535


Tree=317
num_leaves=31
num_cat=0
split_feature=1 4 16 457 12 12 15 156 156 15 51 15 40 43 4 42 16 51 133 43 1456 1 15 0 403 0 484 4 0 0
split_gain=36.92 39.4098 29.8671 30.4483 26.8615 26.7326 24.4907 22.1264 21.5107 28.9138 19.2383 19.0111 18.3718 17.2075 41.9062 14.6644 14.0422 11.9359 11.1787 14.1544 13.1627 10.3408 9.57008 8.63001 6.59337 6.50913 5.85391 6.25824 9.02853 3.16028
threshold=0.095920000000000019 -0.033649999999999992 -0.14463999999999996 0.08351500000000002 -0.077389999999999987 -0.098524999999999988 -0.083029999999999979 0.07881500000000001 0.088675000000000018 -0.0087299999999999999 0.093815000000000023 0.0047550000000000005 -0.073884999999999992 -0.48891499999999993 -0.47860499999999995 0.085495000000000015 -0.0069549999999999985 -0.22288499999999997 -0.0059799999999999992 0.05259500000000001 -0.065829999999999986 0.11319000000000001 1.0000000180025095e-35 0.060910000000000006 -0.012454999999999999 -0.08706499999999999 -0.082054999999999975 0.024470000000000002 -0.097604999999999983 -0.088794999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 10 5 4 -4 -3 7 24 13 -10 11 23 -7 -8 -15 21 -6 -18 22 20 -20 -14 -16 -2 -1 -24 -26 28 -28 -30
right_child=1 2 3 -5 16 12 8 -9 9 -11 -12 -13 15 14 18 -17 17 -19 19 -21 -22 -23 25 -25 26 -27 27 -29 29 -31
leaf_value=0.0011959790958250168 0.00029742339802852019 0.0051487143683007879 -0.0033909700403678155 -0.0048231744956188571 0.002451430738948161 -0.0019792360695765985 -0.0010918456324392864 0.0061361846691817797 0.0018765212755635907 -0.0035789500561838948 -0.00020806375144159927 0.0055990875270658788 0.0047054327653901756 0.0073546476374246744 0.00034014631143002358 -0.00089123629446925161 0.0014229590230655511 -0.0023871253872298145 -0.00052248843496014612 -0.00070195541150042725 0.0021125531128238606 0.001183642578477714 0.0041687899095130161 0.0036367336806410735 0.0015015458530176042 0.0025699000620899152 0.0061565108058056111 0.0021887228620318011 0.0025266353975276143 0.0042337093272754416
leaf_weight=70 53 53 71 62 92 68 55 82 82 55 57 90 52 52 52 54 52 60 71 81 671 62 116 52 60 339 52 86 78 70
leaf_count=70 53 53 71 62 92 68 55 82 82 55 57 90 52 52 52 54 52 60 71 81 671 62 116 52 60 339 52 86 78 70
internal_value=0 0.000822018 3.94178e-05 -0.00113798 -0.000306905 0.00141258 0.00224649 0.0033718 0.00189042 -0.000313178 0.00276585 0.00363547 0.000573269 0.00210055 0.00222764 0.0016068 0.000766167 -0.000617603 0.00202714 0.00160807 0.00186033 0.00279062 0.00270727 0.00195177 0.00282675 0.00297767 0.0031565 0.00350347 0.0040685 0.00333446
internal_weight=0 878 626 337 275 289 2072 498 1574 137 252 195 236 1437 1382 168 204 112 1330 823 742 114 507 105 416 455 346 286 200 148
internal_count=2950 878 626 337 275 289 2072 498 1574 137 252 195 236 1437 1382 168 204 112 1330 823 742 114 507 105 416 455 346 286 200 148
is_linear=0
shrinkage=0.00582125


Tree=318
num_leaves=27
num_cat=0
split_feature=4 3 2 150 2 2 157 11 3 52 12 12 3 39 13 2 4 49 2 3 4 133 12 4 2 133
split_gain=1780.76 572.542 299.95 191.804 185.871 88.8738 76.0192 71.7709 76.17 64.6552 72.9154 55.2506 45.5602 38.6364 32.9549 30.1507 29.0869 28.1068 27.1443 9.73346 6.78059 7.1437 6.47878 5.96089 7.01813 4.63218
threshold=0.31392000000000003 -0.066229999999999997 0.14132000000000003 0.093965000000000007 -0.0098549999999999974 0.14019000000000004 -0.07692499999999998 1.0000000180025095e-35 -0.12077499999999998 -0.0083399999999999985 0.093455000000000024 0.092475000000000016 -0.11749 0.0039300000000000003 -0.014114999999999997 0.10043500000000001 -0.040394999999999993 -0.078789999999999985 0.10472500000000001 -0.08095999999999999 -0.081334999999999977 -1.0000000180025095e-35 0.086155000000000023 0.053330000000000009 0.095965000000000009 -0.14662499999999998
decision_type=2 2 2 2 2 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 12 -6 8 -1 10 -9 17 -2 18 -15 -14 20 -10 -8 22 -13 -22 -19 24 -18 -21
right_child=5 2 -4 -5 6 -7 13 9 11 -11 -12 16 15 14 -16 -17 23 19 -20 25 21 -23 -24 -25 -26 -27
leaf_value=0.0077424752562973674 0.0057940593822724089 0.0049272496575342084 0.0026705465085342969 0.0041337391274323112 0.006866025815990353 0.00049549864889300338 0.011011832751928985 0.015604760939548495 0.0091571634187945575 0.0099170709461569549 0.011353423839907241 0.011072116763526119 0.0017937259632133241 0.010044072486823201 0.0072317506782718297 0.0040811003726255622 0.0099865868228721632 0.011292897521467844 0.0092243030093413815 0.011148662223438105 0.010951651674518384 0.0098370473703736829 0.010817572324695036 0.0085763484859502446 0.0087818595928859534 0.010246856623087148
leaf_weight=77 60 75 76 70 69 78 191 53 71 62 63 66 73 59 60 94 75 378 89 52 54 178 458 103 65 201
leaf_count=77 60 75 76 70 69 78 191 53 71 62 63 66 73 59 60 94 75 378 89 52 54 178 458 103 65 201
internal_value=0 0.00976534 0.00767279 0.00829292 0.00882904 0.00295391 0.00945427 0.0105024 0.0103405 0.0121193 0.0132961 0.0104581 0.00379853 0.00990179 0.00862633 0.0030814 0.00975317 0.0107869 0.0104438 0.0108931 0.0103128 0.0100966 0.0110325 0.00906681 0.00942745 0.0104323
internal_weight=0 2645 689 613 543 305 468 1956 1778 178 116 1701 227 399 119 167 541 1160 280 1089 298 232 836 243 140 253
internal_count=2950 2645 689 613 543 305 468 1956 1778 178 116 1701 227 399 119 167 541 1160 280 1089 298 232 836 243 140 253
is_linear=0
shrinkage=0.00266918


Tree=319
num_leaves=32
num_cat=0
split_feature=3 3 15 148 123 0 15 12 52 3 3 0 16 0 15 16 3 16 11 0 16 16 12 12 3 15 16 52 130 52 12
split_gain=2105.81 768.156 492.921 329.55 186.063 161.066 195.761 74.9486 62.7715 61.4143 102.014 54.7183 53.5964 52.6025 52.2433 113.732 47.1132 33.2092 32.9757 68.3932 28.7707 32.2414 20.9306 12.7286 6.88403 6.0747 5.31662 5.26109 4.50608 4.10491 1.52423
threshold=-0.063889999999999988 0.28833000000000003 -0.23982999999999996 -0.043434999999999994 1.0000000180025095e-35 -0.07002499999999999 -0.092099999999999987 0.093740000000000004 -0.51745999999999992 0.10402500000000002 0.057935000000000007 -0.108275 -0.052039999999999996 -0.068189999999999987 0.033605000000000003 0.08215500000000002 0.0053500000000000015 -0.029134999999999998 1.0000000180025095e-35 -0.10726999999999999 -0.11807499999999999 0.024125000000000004 0.097060000000000021 0.086965000000000015 -0.098469999999999988 0.083185000000000023 0.0044600000000000013 -0.089214999999999975 -0.019164999999999998 -0.08774499999999999 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 2 2 2 2 2
left_child=5 2 16 -4 9 7 -7 18 30 10 12 -3 -5 -6 15 -10 -2 -12 19 -1 -9 24 -16 26 -22 -26 29 -25 -29 -21 -8
right_child=1 11 3 4 13 6 8 20 14 -11 17 -13 -14 -15 22 -17 -18 -19 -20 23 21 -23 -24 27 25 -27 -28 28 -30 -31 -32
leaf_value=0.0077721778255385411 -0.0011673738402824974 -0.00058554491965131508 0.00054356263036292097 0.0095737541869721221 0.0062639721363902034 0.0029090781763806877 0.011690079094043942 0.0072876341646847947 0.003615336825775787 0.0064980494094152895 0.0096663475110103734 -0.0046003729148416826 0.0064072845313435118 0.002358881950486121 0.011498494232480646 0.009325355076097561 0.0025853824154898667 0.012891490727287461 0.012927752980851219 0.012333652371018458 0.011420398111030886 0.0082956885903953895 0.0087690135923406253 0.010015376051135023 0.0093238963907869947 0.010581482097649869 0.010521931370371312 0.011700504317791948 0.010763406688994344 0.011406859429100866 0.010929163676188576
leaf_weight=64 79 74 69 100 72 52 52 52 52 95 53 57 103 60 52 91 53 71 79 52 52 97 55 82 58 101 59 55 492 414 53
leaf_count=64 79 74 69 100 72 52 52 52 52 95 53 57 103 60 52 91 53 71 79 52 52 97 55 82 58 101 59 55 492 414 53
internal_value=0 0.00455047 0.00574481 0.00689009 0.00768049 0.010226 0.00848998 0.0106524 0.00930737 0.00867864 0.00931204 -0.00233271 0.00796728 0.00448918 0.00846768 0.00724921 0.000339166 0.0115133 0.0109976 0.0108724 0.00940874 0.00976674 0.0100958 0.0110443 0.0104429 0.0101229 0.0113993 0.0107479 0.0108577 0.0115103 0.0113063
internal_weight=0 886 755 623 554 2064 407 1657 355 422 327 131 203 132 250 143 132 124 1297 1218 360 308 107 1154 211 159 525 629 547 466 105
internal_count=2950 886 755 623 554 2064 407 1657 355 422 327 131 203 132 250 143 132 124 1297 1218 360 308 107 1154 211 159 525 629 547 466 105
is_linear=0
shrinkage=0.00307932


Tree=320
num_leaves=34
num_cat=0
split_feature=3 3 15 43 2 3 12 43 12 13 159 2 3 2 39 12 16 16 43 2 39 13 43 12 13 2 43 3 16 3 3 12 15
split_gain=1836.77 841.438 472.58 281.235 221.686 202.643 194.713 122.737 71.045 68.4399 67.6613 58.5951 55.1284 36.6686 35.995 32.4757 32.3024 31.4947 29.1018 28.6035 23.4092 18.4863 18.3316 35.2253 20.0079 16.439 22.6131 19.7438 14.4579 9.57718 9.17239 6.41399 5.96472
threshold=-0.063889999999999988 0.28833000000000003 -0.38214499999999996 -0.049364999999999992 0.10052500000000002 0.10402500000000002 0.086085000000000009 -0.23538999999999996 0.091545000000000015 -0.0094049999999999984 1.0000000180025095e-35 0.085865000000000011 0.12745000000000004 0.14253500000000002 0.089810000000000015 0.095775000000000013 0.23599500000000004 0.3935300000000001 -0.15450999999999995 0.11411 0.086505000000000012 0.0051600000000000005 -0.31011999999999995 0.10331000000000001 -0.081299999999999983 0.088855000000000003 -0.013384999999999999 -0.096599999999999991 0.0044600000000000013 -0.08867499999999999 0.084670000000000009 0.087545000000000026 0.097415000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 14 7 8 10 -6 -4 18 20 11 -5 -7 -3 -2 29 22 19 -1 -17 -9 25 -10 24 -24 27 31 -20 -29 -8 -13 -27 -26
right_child=1 13 3 5 6 12 15 9 16 -11 -12 30 -14 -15 -16 17 -18 -19 21 -21 -22 -23 23 -25 32 26 -28 28 -30 -31 -32 -33 -34
leaf_value=0.012190938085422633 0.0049337887220975577 0.0028671740332372026 0.0089216684869626792 0.011120805472903953 0.0050961161191339262 0.0058907716314483844 0.0095322889266270198 0.0073496106532924075 0.011189333609331891 0.0036869140142416065 0.012031870594743048 0.0093160592316341266 0.0085326626649475726 0.00069899145369265207 0.0026627553690579666 0.0090348012037985617 0.0087487344841538101 0.0098111132937229086 0.012011040400679289 0.0070537657929830161 0.0055224407973972836 0.0094962210665552414 0.011314746400690232 0.0086559542292226292 0.010164359717460155 0.011097481624102245 0.0090580621102733221 0.010823101685853105 0.0097309708219476231 0.010702190470455755 0.008264375003148125 0.010241154687995108 0.0095366068819053469
leaf_weight=52 52 68 57 70 52 70 54 55 52 56 61 78 59 59 62 67 91 77 54 53 59 54 54 74 214 61 53 739 53 61 60 88 88
leaf_count=52 52 68 57 70 52 70 54 55 52 56 61 78 59 59 62 67 91 77 54 53 59 54 54 74 214 61 53 739 53 61 60 88 88
internal_value=0 0.00664421 0.00746635 0.00815351 0.0101287 0.00917288 0.00870143 0.00636616 0.0104295 0.00550919 0.0101672 0.00962026 0.00709925 0.00186008 0.00369885 0.00930224 0.00984995 0.00880548 0.0107173 0.00816002 0.00640416 0.0106477 0.0100578 0.00992092 0.0101838 0.010707 0.0101895 0.0108306 0.01075 0.010153 0.00885896 0.0105919 0.00998151
internal_weight=0 866 739 625 2091 398 364 227 1727 170 269 208 129 127 114 312 573 197 1154 120 114 1102 482 430 356 1048 202 846 792 115 138 149 302
internal_count=2957 866 739 625 2091 398 364 227 1727 170 269 208 129 127 114 312 573 197 1154 120 114 1102 482 430 356 1048 202 846 792 115 138 149 302
is_linear=0
shrinkage=0.00201192


Tree=321
num_leaves=30
num_cat=0
split_feature=1 3 123 2 3 2 3 1 13 13 2 1 15 43 3 1 2 475 51 52 15 49 2 52 42 13 42 52 1
split_gain=3178.66 718.928 273.958 251.414 224.127 171.061 133.112 61.7993 80.1593 60.005 48.3347 43.0301 34.1204 53.0836 32.3356 31.6406 25.0644 28.6922 24.3345 65.0304 27.8866 25.1649 19.5032 15.9328 16.8172 12.5597 7.72553 7.51515 1.39109
threshold=0.10398500000000001 -0.049204999999999992 1.0000000180025095e-35 0.11426500000000002 0.3148450000000001 0.098655000000000007 0.076825000000000018 0.089745000000000019 -0.14258499999999999 -0.0079349999999999993 0.13084500000000002 0.12988000000000002 0.087450000000000014 -1.0000000180025095e-35 0.143375 0.11392000000000001 0.08647500000000001 -0.017224999999999997 -1.0000000180025095e-35 0.042815000000000006 -0.067614999999999995 0.099620000000000014 0.072175000000000017 -0.10848499999999998 0.083785000000000012 -0.0015099999999999998 0.11195000000000001 0.26364000000000004 0.093435000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 6 7 9 8 -1 11 18 -3 13 -9 -8 -2 17 -10 21 20 -20 -7 -19 24 -18 -25 28 -21 -14
right_child=1 4 -4 -5 -6 10 14 12 16 -11 -12 -13 26 -15 -16 -17 23 22 19 27 -22 -23 -24 25 -26 -27 -28 -29 -30
leaf_value=0.013790038954327956 0.010213739596774591 0.0039443897917026812 0.0058882596012060371 0.0032956094698790741 -0.0014562915762021541 0.01128772172246055 0.0058997706375055036 0.010147824625263502 0.0095439199338650076 -0.00027299179486434783 0.0068605147210843492 0.00093791712634979621 0.01125929023275251 0.0069655371632037612 0.0034162311632723341 0.0080567213703670211 0.012376697122221756 0.010648234773453433 0.0063134948371438059 0.01051224654100358 0.0087645992878307277 0.0089783885665349773 0.011722713486987455 0.010651194748826866 0.010574796592649838 0.0098498406264377371 0.0097801632880410889 0.0093357771728243329 0.010668600062818169
leaf_weight=64 84 72 86 65 91 71 82 82 55 67 55 52 52 56 56 89 61 144 58 92 60 52 426 478 72 169 54 56 56
leaf_count=64 84 72 86 65 91 71 82 82 55 67 55 52 52 56 56 89 61 144 58 92 60 52 426 478 72 169 54 56 56
internal_value=0 0.00402184 0.0102978 0.00751794 0.00204065 0.0104692 0.00300797 0.01082 0.0110328 0.00164648 0.00907158 0.00268383 0.00977784 0.00885666 0.00489215 0.00910422 0.0109072 0.0112835 0.00938413 0.00895515 0.00756005 0.0103116 0.0114513 0.0106056 0.0114014 0.0104419 0.0105624 0.0100673 0.0109533
internal_weight=0 658 2299 238 420 2213 329 1769 1469 191 444 124 300 138 138 173 1405 625 389 266 118 123 570 780 133 647 162 148 108
internal_count=2957 658 2299 238 420 2213 329 1769 1469 191 444 124 300 138 138 173 1405 625 389 266 118 123 570 780 133 647 162 148 108
is_linear=0
shrinkage=0.00251775


Tree=322
num_leaves=24
num_cat=0
split_feature=1 3 123 1 15 14 3 0 49 1 47 12 15 52 133 1 16 3 0 1 15 16 12
split_gain=4595.56 1037.98 418.361 265.374 183.701 139.006 118.907 89.6144 98.8282 104.566 81.7328 80.2417 66.5759 65.0872 57.7195 49.4183 67.2685 40.4172 34.7241 33.2654 23.9232 17.7383 10.7969
threshold=0.10404000000000001 -0.063264999999999988 1.0000000180025095e-35 0.13612500000000002 -0.21242999999999998 0.073890000000000011 0.10402500000000002 -0.076589999999999978 -0.026279999999999998 0.085410000000000014 0.10364500000000001 -1.0000000180025095e-35 -0.26361999999999991 -0.41694999999999993 -0.0065299999999999993 1.0000000180025095e-35 0.08215500000000002 -0.08095999999999999 -0.031129999999999998 0.11649500000000002 -0.14051999999999998 -0.14463999999999996 0.08598500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 10 -2 6 7 8 9 -1 11 21 -5 -6 -9 18 -17 22 -16 -15 -19 -3 -10
right_child=1 3 -4 12 13 -7 -8 14 17 -11 -12 -13 -14 19 15 16 -18 20 -20 -21 -22 -23 -24
leaf_value=0.012572692358549419 0.0049667423327834602 0.0029412892190420199 0.0068042335062340935 -0.0019073664169594951 0.012864368879377655 0.015974670003579581 0.0087436940018081263 0.009883043224127459 0.013838354355826966 0.0082154105641175229 0.0067438649630277535 0.0049244604416124492 0.001554780239708075 0.010745019722761805 0.01185797502372472 0.01167302464408553 0.014857350834518017 0.014191973582602418 0.0095162931077850833 0.0079209247759011309 0.012376683921877003 0.0010213915152855932 0.013248732372254549
leaf_weight=103 52 56 86 88 55 81 55 97 360 58 52 98 65 60 205 97 83 55 54 53 456 77 511
leaf_count=103 52 56 86 88 55 81 55 97 360 58 52 98 65 60 205 97 83 55 54 53 456 77 511
internal_value=0 0.0046347 0.0124194 0.00231636 0.00922911 0.0126374 0.0125107 0.0126103 0.012928 0.0110032 0.00380467 0.00314291 -0.000436339 0.0105483 0.0116958 0.0120963 0.0131415 0.0131522 0.0113699 0.00942069 0.0125721 0.00182998 0.0134925
internal_weight=0 656 2301 436 220 2215 2134 2079 1543 161 283 231 153 168 536 439 180 1382 259 113 511 133 871
internal_count=2957 656 2301 436 220 2215 2134 2079 1543 161 283 231 153 168 536 439 180 1382 259 113 511 133 871
is_linear=0
shrinkage=0.00259448


Tree=323
num_leaves=23
num_cat=0
split_feature=4 123 48 150 4 48 9 150 158 457 150 42 4 1456 4 4 42 48 133 48 42 133
split_gain=2206.04 568.833 190.071 133.009 82.0508 66.2254 64.1419 58.672 57.2258 49.3347 43.0118 36.3781 40.6066 42.6861 36.3328 36.0702 33.5557 21.9362 16.7456 16.2651 13.2846 11.2818
threshold=0.31392000000000003 1.0000000180025095e-35 0.088965000000000002 0.08826500000000001 0.028075000000000006 0.13224500000000003 1.0000000180025095e-35 0.086765000000000023 0.081110000000000015 0.082870000000000013 0.084680000000000019 0.10883000000000002 -0.00076499999999999995 0.081185000000000021 0.51292000000000015 0.074650000000000008 0.086745000000000003 0.10598 0.23448500000000003 0.093225000000000016 1.0000000180025095e-35 0.031880000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 9 17 7 14 15 11 -3 12 13 -1 -2 -6 -10 19 -13 -4 -14 -17
right_child=6 10 3 -5 8 -7 -8 -9 16 -11 -12 18 20 -15 -16 21 -18 -19 -20 -21 -22 -23
leaf_value=0.012419811613031462 0.0025704706877592628 0.0069123308516705088 0.011974250412676597 0.0051107814467235575 0.008453149414201222 0.0073942824060044439 0.0057702755034068701 0.0049508592641271075 0.014175145568633113 0.01033618792948276 0.0034774908049797662 0.0097706555964778893 0.015461477885196851 0.014337139732772553 -7.5350662349627458e-05 0.010224843375692889 0.010830272189522226 0.012766988052794687 0.01190706863497849 0.0098219871323834071 0.013344562419903656 0.012106777209838077
leaf_weight=1306 102 98 55 54 99 54 54 53 62 102 57 56 65 126 103 81 57 68 104 95 54 52
leaf_count=1306 102 98 55 54 99 54 54 53 62 102 57 56 65 126 103 81 57 68 104 95 54 52
internal_value=0 0.0114912 0.0118549 0.00961729 0.0121919 0.0105118 0.00265529 0.00200319 0.0108004 0.0124613 0.00564941 0.012588 0.0127353 0.0125885 0.00124094 0.00989092 0.0125733 0.0112839 0.0111595 0.0106114 0.0145011 0.0109609
internal_weight=0 2645 2490 326 2164 272 312 258 351 1813 155 1711 1551 1432 205 232 119 218 160 150 119 133
internal_count=2957 2645 2490 326 2164 272 312 258 351 1813 155 1711 1551 1432 205 232 119 218 160 150 119 133
is_linear=0
shrinkage=0.0031427


Tree=324
num_leaves=27
num_cat=0
split_feature=1 2 3 2 2 43 9 3 1 472 3 13 12 3 52 52 484 2 13 13 13 49 43 43 131 52
split_gain=148.535 82.7239 49.8064 61.2041 32.409 32.2969 26.5235 25.4264 24.5435 16.3849 24.6544 19.4233 15.852 16.5339 14.6736 14.6411 12.9926 13.2632 10.7148 10.3562 8.35262 8.21509 6.23136 6.21097 3.10177 2.76776
threshold=0.09518500000000002 0.11504500000000002 -0.12077499999999998 -0.007134999999999999 0.095850000000000005 -0.084059999999999982 -0.073319999999999982 0.10514500000000002 0.10661000000000002 -0.081234999999999988 -0.12077499999999998 -0.017354999999999999 -0.067899999999999988 0.092005000000000017 0.056265000000000009 -0.072144999999999987 0.084470000000000017 0.08647500000000001 -1.0000000180025095e-35 -0.38538999999999995 -0.057284999999999996 -1.0000000180025095e-35 -0.0096349999999999977 -0.0011349999999999999 0.092675000000000021 -0.013914999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 8 6 15 -3 -4 -6 -2 -1 11 -11 -12 16 18 -5 17 21 19 -7 24 -14 25 -19 -17 -18
right_child=1 5 3 4 7 14 -8 -9 -10 10 12 -13 13 -15 -16 20 22 23 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0080975726672043811 0.0041890035956301339 -0.0044322726365774402 0.0016859245641834301 0.0071144976684469133 -0.0011979057222894947 0.00039815473863760373 -0.0040592512719237871 0.0041043622713261563 0.009717018198578441 0.0048885708619995387 0.0076208567857256743 0.00073478330455958158 0.0073332041832695196 0.0024924480288857397 0.0029489443742653147 0.0060029029830066978 0.0066160954874925522 0.0047460411540879641 0.0015980891270533609 -0.0031258385782578758 0.0023667135376869196 0.0052812325617204925 0.0082069686136628742 0.0036807290399870547 0.0040322025768604929 0.0049523600005877012
leaf_weight=54 54 54 52 71 65 54 55 56 53 69 77 82 73 87 61 52 73 602 61 57 65 599 52 262 55 62
leaf_count=54 54 54 52 71 65 54 55 56 53 69 77 82 73 87 61 52 73 602 61 57 65 599 52 262 55 62
internal_value=0 0.00211816 0.00337508 0.00256786 0.0036952 -0.000412972 -0.00126663 0.00125553 0.00692775 0.00495994 0.00487677 0.00263328 0.00505627 0.00494713 0.000518275 0.00490976 0.00507104 0.00489612 -0.000343406 -0.00141091 0.00399931 0.00550423 0.00650752 0.00442307 0.0049905 0.00585247
internal_weight=0 865 578 471 364 287 107 121 107 2092 2038 151 1887 1810 233 243 1723 1536 172 111 172 672 187 864 107 135
internal_count=2957 865 578 471 364 287 107 121 107 2092 2038 151 1887 1810 233 243 1723 1536 172 111 172 672 187 864 107 135
is_linear=0
shrinkage=0.00576789


Tree=325
num_leaves=22
num_cat=0
split_feature=3 14 1 130 15 52 448 52 1 15 52 16 15 42 16 52 15 16 3 42 16
split_gain=90.728 39.926 46.5769 59.0496 30.2261 31.7495 32.4389 25.9947 23.9586 18.0542 24.7189 10.8692 30.1772 26.0443 17.5165 13.4162 11.1082 7.427 17.4777 4.06271 3.99282
threshold=0.31351000000000001 0.073890000000000011 0.085780000000000009 -0.054924999999999995 0.11635000000000001 -0.085519999999999985 -0.037059999999999989 -0.013914999999999999 1.0000000180025095e-35 -0.090324999999999989 -0.14794999999999997 -1.0000000180025095e-35 -0.0039399999999999991 0.083595000000000017 0.11160500000000002 -0.027199999999999998 -0.050529999999999999 -0.07027499999999999 -0.069724999999999995 0.083250000000000005 -0.40430999999999989
decision_type=2 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 9 -7 -8 11 -5 -11 15 14 -14 -13 19 -16 20 -19 -1 -17
right_child=-2 -3 3 4 -6 6 7 -9 -10 10 -12 12 13 -15 16 17 -18 18 -20 -21 -22
leaf_value=0.0063901330060423681 -0.0014864475426477936 0.0065829350180267102 -0.0019828795984157496 0.0014568859529598206 0.0058949903396963632 -0.0018204728082354231 0.00052324446394077053 0.00285357795633614 0.0062704734746099264 0.0036610467745186886 0.0075549442932213344 0.0061460834572072704 -0.0018651735636395859 0.0028848032685132607 0.0039343924557104825 0.0050703565069959164 0.0012100972476440904 0.0036362996382761172 0.00038010768949857463 0.0045872002944904195 0.0038791196932523183
leaf_weight=64 102 98 71 52 76 52 159 559 99 142 60 68 52 70 131 83 55 237 52 66 609
leaf_count=64 102 98 71 52 76 52 159 559 99 142 60 68 52 70 131 83 55 237 52 66 609
internal_value=0 0.0033933 0.0032799 0.00251068 0.00280076 0.00257106 0.00205673 0.0023376 0.00384781 0.00413005 0.00481792 0.00368648 0.0029387 0.000859778 0.00393702 0.0039395 0.00312911 0.00373594 0.0030506 0.00547522 0.00402208
internal_weight=0 2855 2757 1171 1100 1024 770 718 1586 254 202 1487 376 122 254 1111 186 981 289 130 692
internal_count=2957 2855 2757 1171 1100 1024 770 718 1586 254 202 1487 376 122 254 1111 186 981 289 130 692
is_linear=0
shrinkage=0.00508436


Tree=326
num_leaves=32
num_cat=0
split_feature=1 2 12 12 51 52 12 12 2 2 41 4 0 16 2 0 12 42 49 4 4 1 12 4 12 42 52 2 42 16 16
split_gain=2140.02 555.728 338.447 242.225 117.431 125.353 102.189 97.979 81.6285 77.3568 77.3387 66.2401 87.3733 65.0091 63.7495 57.9395 41.8803 34.933 30.4176 28.4362 19.7987 19.8624 14.2367 12.5657 11.3037 9.99529 9.57721 8.54193 7.78757 7.17296 4.52327
threshold=0.10398500000000001 0.14253500000000002 0.087255000000000013 0.056995000000000011 -0.097124999999999989 0.042815000000000006 0.10700500000000002 0.093910000000000007 0.10251500000000001 -1.0000000180025095e-35 0.075585000000000013 0.50027500000000014 -0.13619499999999998 -0.16318499999999997 0.17553000000000005 -0.079864999999999978 0.11755500000000001 0.09087000000000002 -0.00025999999999999992 -0.0069049999999999988 0.054720000000000012 0.089895000000000017 0.087855000000000003 -0.081334999999999977 0.090685000000000016 0.083785000000000012 0.029970000000000007 0.086865000000000012 0.10254000000000001 -0.073309999999999986 -0.42170999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 -1 8 17 10 15 -2 20 12 13 -11 -3 18 19 -4 -6 23 21 22 25 -9 -23 -5 -21 -24 29 -25 -22
right_child=1 14 6 7 5 -7 -8 16 -10 11 -12 -13 -14 -15 -16 -17 -18 -19 -20 26 30 24 27 28 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.01232349528309596 0.0022088067872361246 0.001555385276043392 0.012076359507923039 0.012915819549315404 0.0075823181220985181 0.011425522647783105 0.0061764582801787432 0.012391943426646247 0.0035848171819961882 0.0070696073004170501 0.015153525447645215 0.0025764523727513531 0.0094187029072621796 0.0024875500715659392 -0.0027093447460882188 0.0052860739163297773 0.0085832122475821299 0.0091397002700279711 0.010718602436091677 0.0091810733926219138 0.011266025145782198 0.0097821169842259581 0.012364017941682012 0.012322116490821901 0.011643926170653001 0.012129414123223579 0.01078077111005956 0.011408098688155467 0.010306144624778744 0.011003787557588608 0.0099906983144555372
leaf_weight=75 100 63 80 246 57 76 66 86 52 58 71 57 57 56 66 52 83 70 57 91 52 52 126 56 72 384 56 279 87 122 52
leaf_count=75 100 63 80 246 57 76 66 86 52 58 71 57 57 56 66 52 83 70 57 91 52 52 126 56 72 384 56 279 87 122 52
internal_value=0 0.00503251 0.00637446 0.0111857 0.00893551 0.00807112 0.00932222 0.0116193 0.00690154 0.00443315 0.0120722 0.0054086 0.00635246 0.00481906 -0.000626319 0.00794032 0.0105794 0.0107061 0.00915074 0.0109121 0.0118989 0.0120129 0.0121505 0.0113816 0.0108634 0.0124365 0.0097907 0.0117056 0.0110536 0.0114187 0.0106287
internal_weight=0 673 544 2284 369 294 216 1915 218 328 1334 228 171 114 129 166 581 150 114 498 1263 1159 1035 351 124 630 147 405 265 178 104
internal_count=2957 673 544 2284 369 294 216 1915 218 328 1334 228 171 114 129 166 581 150 114 498 1263 1159 1035 351 124 630 147 405 265 178 104
is_linear=0
shrinkage=0.0030326


Tree=327
num_leaves=25
num_cat=0
split_feature=1 10 131 3 1 52 16 16 1 12 3 3 16 3 12 1 3 42 3 457 3 42 16 16
split_gain=81.7026 42.6373 34.8225 64.7522 26.6178 21.2264 39.115 22.0658 18.7803 16.0198 34.2897 31.8954 24.1137 15.8456 15.3922 14.289 13.2859 20.1906 11.77 8.49144 8.2275 7.11616 4.63058 4.17804
threshold=0.12313000000000002 -0.07564499999999999 0.091760000000000022 0.31395500000000004 0.096255000000000021 0.098580000000000015 0.053305000000000012 -0.0073699999999999989 0.10868000000000001 0.056995000000000011 -0.016814999999999997 -0.13117499999999996 -0.015439999999999997 0.093925000000000022 0.093815000000000023 0.10801000000000001 -0.097574999999999981 -0.047584999999999995 0.076825000000000018 0.041025000000000006 -0.034509999999999992 0.098395000000000024 -0.095564999999999983 -0.39761999999999992
decision_type=2 2 2 2 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 9 6 7 8 22 10 -3 12 -11 18 -8 -7 17 -13 -12 21 -2 -18 -6 -22
right_child=2 4 -4 -5 5 15 14 -9 -10 11 13 16 -14 -15 -16 -17 19 -19 -20 -21 23 -23 -24 -25
leaf_value=0.0088022765023666634 -0.00042390724311763193 -0.001212880833297377 0.0048043998878538729 -0.0054721880260764086 0.00092812195490080997 0.00670596944662005 0.0059234397550811564 -0.0027908258980423816 0.0032808996430432158 0.004496814891726951 0.0033100223865772781 0.0042353263623088498 0.0095579551817469629 0.0014257842590456801 0.0024074600548532258 0.0025506979574078199 0.0041037294473863714 -0.00049674222716116975 0.0065994693302456478 0.0058785749140296871 0.00098759794089565154 0.0029858707682124592 -0.0013715711770033729 0.0030995670651214084
leaf_weight=53 59 60 52 61 59 57 78 53 92 65 81 64 59 69 86 52 1259 55 64 78 55 220 56 70
leaf_count=53 59 60 52 61 59 57 78 53 92 65 81 64 59 69 86 52 1259 55 64 78 55 220 56 70
internal_value=0 0.00371469 0.000546473 -0.000357001 0.00361124 0.00246906 0.00188918 0.000506996 0.00135166 0.00390473 0.00261367 0.00410123 0.00690543 0.00368682 0.00408007 0.0047242 0.00389372 0.00204772 0.00476234 0.00403477 0.00133846 0.00393749 -0.000191197 0.00217079
internal_weight=0 2660 297 245 2607 533 424 260 207 2074 274 1800 124 214 164 109 1676 119 145 1557 184 1479 115 125
internal_count=2957 2660 297 245 2607 533 424 260 207 2074 274 1800 124 214 164 109 1676 119 145 1557 184 1479 115 125
is_linear=0
shrinkage=0.00572871


Tree=328
num_leaves=27
num_cat=0
split_feature=4 12 2 4 12 2 4 2 2 4 2 52 41 16 2 123 475 16 52 4 2 12 158 4 52 16
split_gain=3668.6 1166.63 458.845 324.775 286.066 198.2 179.446 189.605 166.662 143.819 129.6 112.922 90.4191 57.8395 55.747 50.0579 34.7436 31.2443 26.7666 23.8842 23.6059 23.1598 13.7587 12.6575 12.1761 11.4714
threshold=0.31392000000000003 0.056995000000000011 0.14132000000000003 -0.17568999999999999 0.13642500000000005 0.15305000000000002 -0.0031849999999999995 0.079570000000000016 0.10052500000000002 0.049545000000000006 0.11203000000000002 -1.0000000180025095e-35 0.075585000000000013 -0.43708999999999992 0.10052500000000002 0.089155000000000012 -0.065099999999999977 -0.42170999999999997 0.086435000000000026 -0.085594999999999991 0.11504500000000002 0.086730000000000015 0.080235000000000015 0.070065000000000016 -0.0088649999999999996 0.19384500000000002
decision_type=2 2 2 2 2 2 2 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 9 15 7 -5 -9 12 11 -8 14 -11 19 17 -16 20 -18 24 -2 -21 23 -15 -3 -1
right_child=5 4 -4 6 -6 -7 10 8 -10 13 -12 -13 -14 22 16 -17 18 -19 -20 21 -22 -23 -24 -25 -26 -27
leaf_value=0.010691097202536592 0.005060274670443776 0.013081915128353098 0.0011592155392450305 0.0018378392744220848 0.0062467020526852509 -0.0015661867221146435 0.0071765264097452177 0.0097121900810047384 0.0044401890228803753 0.011332850045188287 0.0053747925662469571 0.010932736652585436 0.013863346799335404 0.0077989933774753033 0.011776387974850833 0.0012337847904509212 0.0088896222493947998 0.0022494926358585981 0.010705720211926806 0.011797180006756391 0.0032372493256121494 0.011138399360797713 0.0099891815913258335 0.0091863188413367301 0.011858415291852838 0.012127731581592197
leaf_weight=55 72 52 53 52 60 56 67 57 63 75 52 99 73 54 57 58 86 61 77 396 70 824 53 85 193 57
leaf_count=55 72 52 53 52 60 56 67 57 63 75 52 99 73 54 57 58 86 61 77 396 70 824 53 85 193 57
internal_value=0 0.0102878 0.00740986 0.00806974 0.0110538 0.00224627 0.00710685 0.00540083 0.00694459 0.0111963 0.00845278 0.00941682 0.0114283 0.00966833 0.0113228 0.00306436 0.0102734 0.00358726 0.00974768 0.0114804 0.00416177 0.0113523 0.00901801 0.00864753 0.0121182 0.0114225
internal_weight=0 2640 555 502 2085 317 390 172 120 2025 218 166 1758 267 1685 261 220 203 163 1465 142 1220 192 139 245 112
internal_count=2957 2640 555 502 2085 317 390 172 120 2025 218 166 1758 267 1685 261 220 203 163 1465 142 1220 192 139 245 112
is_linear=0
shrinkage=0.00223351


Tree=329
num_leaves=27
num_cat=0
split_feature=1 1 124 2 15 2 15 2 1 15 11 49 1 132 15 1 43 15 43 43 52 15 43 2 403 2
split_gain=1619.34 379.684 196.272 171.012 108.136 105.075 86.8773 81.0377 70.9397 70.7975 110.257 35.1064 137.669 38.2338 33.1952 30.0278 29.3289 16.1263 15.749 17.7402 12.9493 12.0001 7.70428 6.81098 5.16076 2.33397
threshold=0.10398500000000001 0.12381000000000002 -0.080429999999999988 0.10488500000000002 -0.0039399999999999991 0.16993500000000003 -0.13843999999999998 0.13154000000000002 0.110115 0.025430000000000005 1.0000000180025095e-35 -0.026279999999999998 0.085780000000000009 0.082230000000000011 -0.19153499999999998 0.11649500000000002 -0.080684999999999993 -0.10114499999999998 0.0062300000000000003 -0.00067499999999999993 0.11534500000000002 -0.43091499999999999 0.090280000000000013 0.12414000000000001 -1.0000000180025095e-35 0.088495000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 8 17 6 21 9 -2 11 18 12 25 14 -13 -10 -16 -5 19 20 -11 -3 24 -8 -20 -4
right_child=1 5 7 4 -6 -7 23 -9 15 10 -12 13 -14 -15 16 -17 -18 -19 22 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0061540054877029394 0.0068450353344122429 0.0033013970501162395 0.01120485216591321 0.0052695505839749175 0.0089388862855163988 -6.1891224771293003e-07 0.0064724872646957825 0.0070970850719783785 0.01199347993693075 0.010924655339508257 0.014383373854912044 0.012280143982593597 0.00593799734458373 0.0082608267766373939 0.010771066646033303 0.009145819560071048 0.0097337661248136226 0.0035471726672545974 0.010128583909432737 0.012067500705076114 0.0099502938027076684 0.0016488554553504536 0.010671491465099665 0.0050879534764320961 0.0090433038980784874 0.010386280946928356
leaf_weight=85 58 63 53 88 53 62 52 55 53 529 63 58 71 72 341 55 476 72 73 83 123 65 92 52 58 52
leaf_count=85 58 63 53 88 53 62 52 55 53 529 63 58 71 72 341 55 476 72 73 83 123 65 92 52 58 52
internal_value=0 0.00541614 0.0101747 0.00719976 0.00560064 0.00311675 0.00394997 0.0103301 0.00925147 0.0104131 0.0109272 0.00994564 0.00883863 0.0101513 0.0103069 0.0105435 0.0101668 0.00449466 0.0106998 0.0108907 0.0107409 0.00246244 0.0100706 0.0057805 0.0096483 0.0107997
internal_weight=0 673 2284 379 213 294 232 2199 166 2144 1021 1123 176 947 875 108 817 160 958 735 652 128 223 104 131 105
internal_count=2957 673 2284 379 213 294 232 2199 166 2144 1021 1123 176 947 875 108 817 160 958 735 652 128 223 104 131 105
is_linear=0
shrinkage=0.00269606


Tree=330
num_leaves=26
num_cat=0
split_feature=1 12 1 4 14 4 0 16 0 14 13 4 10 0 1 16 0 16 16 0 12 42 11 4 4
split_gain=1036.83 243.452 223.751 88.3646 71.5194 72.203 62.9694 63.413 57.3676 56.836 51.1541 49.4807 48.1805 63.09 40.032 28.8764 25.9577 28.0022 36.6173 20.1851 15.7703 12.9251 12.4201 11.9869 7.81301
threshold=0.10075500000000003 0.088325000000000015 0.13130500000000003 -0.16523499999999997 0.064610000000000015 0.032770000000000001 0.040570000000000002 0.15737500000000001 -0.18713499999999997 -0.42227999999999993 -0.39817499999999995 0.046185000000000004 -0.00098999999999999978 -0.13843999999999998 0.083670000000000008 -0.43279999999999996 -0.10934999999999999 0.041025000000000006 0.08215500000000002 -0.095909999999999981 0.087065000000000017 0.086700000000000013 0.084110000000000004 0.10055500000000002 0.061295000000000009
decision_type=2 2 2 2 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 11 -2 5 6 16 -8 -5 -10 -11 22 -12 -14 15 -7 -1 19 -19 -18 -20 -21 -3 24 -17
right_child=1 2 -4 8 -6 14 7 -9 9 10 12 -13 13 -15 -16 23 17 18 20 21 -22 -23 -24 -25 -26
leaf_value=0.0080094460939039366 0.0075954747156692553 0.0093443265171498282 0.0020471307108190324 0.0057600760363883214 0.012080249227870101 0.0099543719752346535 0.0048956747860247254 0.0092049222683417819 0.0054888619479047289 0.0049478083241587863 -0.00078207164858952905 0.0072530685900961895 -0.00011044909113273085 0.0037376088323456372 0.0054564207339464653 0.0074511100796036235 0.011464768450007979 0.0068492452807074897 0.010769193361459635 0.010026086148208163 0.0088161187975164153 0.0093883630106526145 0.01132139174630727 0.0064297283872311846 0.0090254284714429683
leaf_weight=91 54 70 56 82 84 73 55 76 66 57 55 96 59 122 55 63 70 69 59 760 113 491 52 52 56
leaf_count=91 54 70 56 82 84 73 55 76 66 57 55 96 59 122 55 63 70 69 59 760 113 491 52 52 56
internal_value=0 0.00518488 0.00749579 0.00390565 0.00931477 0.00920323 0.00943621 0.00739595 0.00345376 0.00292687 0.00234966 0.0088953 0.001722 0.00248309 0.00781302 0.00834409 0.00959788 0.0096904 0.0087314 0.00986534 0.00948626 0.00977581 0.0101873 0.00765646 0.00819224
internal_weight=0 769 274 495 2167 2083 1784 131 441 359 293 218 236 181 299 244 1653 1562 241 1321 172 1251 122 171 119
internal_count=2936 769 274 495 2167 2083 1784 131 441 359 293 218 236 181 299 244 1653 1562 241 1321 172 1251 122 171 119
is_linear=0
shrinkage=0.00305554


Tree=331
num_leaves=19
num_cat=0
split_feature=2 97 52 52 2 15 14 2 130 43 4 3 15 2 15 43 3 2
split_gain=88.0785 58.0629 34.9028 52.9889 42.7919 37.5726 29.8806 23.6748 15.3553 23.141 17.2505 36.9318 12.8065 19.0469 31.0917 7.63463 7.33595 6.16333
threshold=0.10523 -0.0047149999999999996 0.086435000000000026 -0.41694999999999993 0.13447000000000003 -0.025879999999999997 0.073890000000000011 -0.10238999999999998 -0.054004999999999991 -0.27619499999999997 -0.27577999999999997 -0.10519499999999998 -0.079504999999999978 0.12068000000000001 -0.41956999999999994 -0.0096349999999999977 -0.065674999999999983 0.114
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 17 16 12 7 -3 15 -10 -11 -12 13 -5 -15 -9 -4 -2
right_child=2 6 4 5 -6 -7 -8 8 9 10 11 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.0008109121334039307 0.0036893959777672325 0.001584461326141397 0.0052729781028788905 -0.0015471804824876284 0.00046902719120297463 -0.0026911741660222391 0.0081914608320444483 0.0084713845875711777 0.0012254302095016077 0.0071127344588922774 -0.00010602051144025873 0.004782941685933963 0.003260219522974909 0.0052866810963658473 -0.00040453564691944702 0.0053986154038187188 0.0083027412215186547 0.0063279251126771218
leaf_weight=66 69 84 59 82 58 98 85 54 66 102 55 1662 96 58 77 58 52 55
leaf_count=66 69 84 59 82 58 98 85 54 66 102 55 1662 96 58 77 58 52 55
internal_value=0 0.00461311 0.00223111 0.00149619 0.00455726 0.000481095 0.00477842 0.00463898 0.00476743 0.00464183 0.00476576 0.0046263 0.00147453 0.000684259 0.00204012 0.00688069 0.00669289 0.00486022
internal_weight=0 2232 704 535 169 411 2166 2081 1997 1885 1819 1717 313 217 135 112 111 124
internal_count=2936 2232 704 535 169 411 2166 2081 1997 1885 1819 1717 313 217 135 112 111 124
is_linear=0
shrinkage=0.0058712


Tree=332
num_leaves=26
num_cat=0
split_feature=2 15 12 2 2 2 2 43 14 150 15 2 12 52 52 16 16 16 160 2 43 158 16 15 47
split_gain=1760.42 1009.32 516.74 254.209 365.35 194.934 104.561 101.094 94.0037 70.3987 70.0713 53.8966 52.6346 37.9323 55.0286 50.6976 27.1032 24.131 19.4191 17.8084 33.5408 17.0537 14.4483 11.9542 8.38582
threshold=0.13388500000000003 -0.2987999999999999 0.056995000000000011 0.10433000000000002 -0.007134999999999999 0.16730000000000003 0.099845000000000003 -0.0064299999999999991 0.076450000000000004 1.0000000180025095e-35 -0.080264999999999989 0.09036000000000001 0.091290000000000024 -0.54340999999999984 0.086435000000000026 0.25968500000000005 -0.0037499999999999994 -0.034884999999999992 -0.082214999999999983 0.089025000000000007 -0.010629999999999999 0.083065000000000014 -0.067654999999999979 -0.023589999999999996 0.094695000000000015
decision_type=2 2 2 2 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 10 8 -1 12 23 -2 17 19 -8 15 -15 -13 -6 -14 24 -21 -20 -16 -5 -4
right_child=5 2 6 9 11 -7 13 -9 -10 -11 -12 16 18 14 22 -17 -18 -19 21 20 -22 -23 -24 -25 -26
leaf_value=0.0019775613343785393 0.0033991184018427748 0.0053153367321274432 0.011350205431584997 0.0063489661679800224 0.010629053908560074 0.00042092501292860019 0.011060364586760385 0.0059734983520048123 0.013692597525350155 0.0041493100055470305 0.0063651886990858126 0.0087625193315479192 0.0093164285680846712 0.0069957360744462797 0.011167319391683622 0.009605510114983111 0.010921441155869925 0.012679453736147282 0.010319642843403793 0.011101602695273724 0.0090003565482561498 0.011700064822578982 0.0095030955302478314 0.0078874246685558431 0.010393252870612612
leaf_weight=75 87 89 793 55 53 77 69 60 63 71 81 73 92 80 59 77 53 71 446 148 55 53 52 52 52
leaf_count=75 87 89 793 55 53 77 69 60 63 71 81 73 92 80 59 77 53 71 446 148 55 53 52 52 52
internal_value=0 0.00986751 0.0101904 0.0081417 0.00930751 0.00344393 0.0107099 0.00375371 0.0109411 0.00592129 0.00482933 0.0107286 0.0108354 0.00954178 0.00915071 0.00827585 0.00967083 0.0118033 0.0102874 0.0111444 0.0105324 0.0104663 0.0103879 0.00709686 0.0112913
internal_weight=0 2691 2556 517 339 245 2039 135 1702 178 168 250 1639 337 268 157 126 124 591 1048 203 499 111 107 845
internal_count=2936 2691 2556 517 339 245 2039 135 1702 178 168 250 1639 337 268 157 126 124 591 1048 203 499 111 107 845
is_linear=0
shrinkage=0.00229414


Tree=333
num_leaves=27
num_cat=0
split_feature=1 52 1 12 123 4 3 4 158 4 12 1 12 12 4 4 51 16 41 3 16 4 4 52 16 42
split_gain=4415.92 754.234 482.779 416.612 265.447 151.171 85.5189 114.385 72.5829 57.8155 57.7011 54.5914 92.0828 53.3375 51.3059 49.8884 29.8081 29.2295 27.724 28.6155 22.85 16.4726 14.9194 14.6856 14.6048 6.95253
threshold=0.10529500000000001 -0.40891499999999997 0.13074500000000003 0.089585000000000012 1.0000000180025095e-35 0.049545000000000006 0.3148450000000001 0.27644500000000005 0.019155000000000002 0.061835000000000008 0.11697000000000002 0.08864000000000001 0.085845000000000019 0.091625000000000012 0.18572000000000002 0.094220000000000012 0.080080000000000026 0.0030150000000000008 0.075585000000000013 -0.10519499999999998 -0.116045 -0.081774999999999987 -0.07928499999999998 -0.092084999999999986 -0.50472499999999987 0.098705000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 15 5 10 7 -4 14 -5 11 13 -13 18 20 16 -3 21 19 -1 -7 -15 -14 -19 -17 -24
right_child=1 2 6 9 -6 8 -8 -9 -10 -11 -12 12 22 17 -16 24 -18 23 -20 -21 -22 -23 25 -25 -26 -27
leaf_value=0.034010484074531229 0.035734917007314161 0.023251742520262488 0.026967364848619193 0.034593994691444474 0.030261490114001796 0.034766163550147111 0.020463467159342569 0.0221477266051411 0.035389913070039435 0.030514346581206993 0.032645760772561247 0.032349928878403184 0.036484035946695796 0.036740888864128872 0.030120370029613271 0.026325338890292746 0.026032078071918166 0.034743795298225313 0.037825438196372393 0.036119663910302573 0.032505321289653839 0.035071988407266753 0.035365726107498906 0.032858394356190104 0.028187880364248314 0.034215362948027961
leaf_weight=52 66 57 61 52 86 52 77 97 94 54 53 99 77 60 53 72 61 67 69 956 101 191 152 61 59 57
leaf_count=52 66 57 61 52 86 52 77 97 94 54 53 99 77 60 53 72 61 67 69 956 101 191 152 61 59 57
internal_value=0 0.0268998 0.0259114 0.0279398 0.0350128 0.035199 0.0228472 0.0240087 0.03338 0.032516 0.0354871 0.0355689 0.0346438 0.0358135 0.0324627 0.0259916 0.0246893 0.0349221 0.0361272 0.0360109 0.0332739 0.035471 0.0354377 0.0338455 0.0271644 0.0350521
internal_weight=0 656 590 355 2280 2194 235 158 300 106 1894 1841 385 1456 206 249 118 379 1077 1008 153 251 286 128 131 209
internal_count=2936 656 590 355 2280 2194 235 158 300 106 1894 1841 385 1456 206 249 118 379 1077 1008 153 251 286 128 131 209
is_linear=0
shrinkage=0.00275549


Tree=334
num_leaves=26
num_cat=0
split_feature=1 4 2 14 16 4 4 124 0 3 16 1 0 4 2 4 2 3 2 4 3 43 480 151 16
split_gain=104.148 54.5148 58.9549 43.8006 68.8232 34.2495 29.9917 27.7517 27.3795 55.6272 27.1832 20.3966 19.4515 17.1689 15.9415 13.8921 16.0405 15.3872 13.0719 11.6829 8.56219 6.85196 6.74293 7.92861 5.31983
threshold=0.094775000000000012 -0.0086549999999999978 1.0000000180025095e-35 -0.13131999999999996 -0.33811499999999994 0.44128500000000004 0.082475000000000007 -0.064554999999999987 -0.14259999999999998 -0.12077499999999998 -1.0000000180025095e-35 0.10970000000000001 -0.11167499999999998 -0.045759999999999988 0.12933000000000003 0.0060300000000000015 0.11657500000000001 -0.04682999999999999 0.086625000000000021 -0.17568999999999999 -0.073614999999999986 -0.010894999999999998 -1.0000000180025095e-35 -0.08422499999999998 -0.077049999999999993
decision_type=2 2 2 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 7 5 -4 14 6 -3 -2 18 10 -10 19 -11 -13 -5 17 21 22 -1 -9 -21 24 -14 -24 -17
right_child=1 2 3 4 -6 -7 -8 11 9 12 -12 13 15 -15 -16 16 -18 -19 -20 20 -22 -23 23 -25 -26
leaf_value=0.0068234394276789415 0.0017400660290102737 0.0041798993248898632 0.0045422753819246466 0.0036575507208840658 -0.0051078779626235506 0.0018087742273043789 0.0095539441862526851 0.0072067212904637547 0.005152314674246661 0.0029897037535505534 -0.00088112276711545875 0.011094600267133489 0.0044305752353177479 0.0062569124987980201 -0.00017221540176622503 0.0045550626689995584 0.0077223850392702971 0.0090050726525257464 0.010336693546727655 0.0022567266429675344 0.005704942823339134 0.0058806169056993532 0.0080305622769818105 0.0064987978500656279 0.0018616966431138952
leaf_weight=70 52 80 96 88 75 78 73 70 52 59 58 53 52 55 73 55 63 103 88 52 54 54 139 1191 53
leaf_count=70 52 80 96 88 75 78 73 70 52 59 58 53 52 55 73 55 63 103 88 52 54 54 139 1191 53
internal_value=0 0.0038801 0.00272701 0.00109095 -0.000312704 0.00507811 0.00674441 0.00581202 0.00635671 0.00615286 0.00197046 0.00655736 0.00641289 0.00863156 0.00192067 0.00653096 0.00512647 0.00674372 0.0087806 0.00528419 0.00401398 0.00411655 0.00657513 0.00665893 0.00323392
internal_weight=0 899 563 332 236 231 153 336 2037 1879 110 284 1769 108 161 1710 225 1485 158 176 106 162 1382 1330 108
internal_count=2936 899 563 332 236 231 153 336 2037 1879 110 284 1769 108 161 1710 225 1485 158 176 106 162 1382 1330 108
is_linear=0
shrinkage=0.00606023


Tree=335
num_leaves=24
num_cat=0
split_feature=2 30 3 2 12 3 12 3 13 151 16 12 2 40 3 3 16 3 3 52 51 13 2
split_gain=2084.61 938.195 545.004 256.036 191.051 144.277 135.423 138.286 119.468 103.858 101.747 89.4867 64.649 53.935 52.4502 45.7994 34.8069 32.579 30.7731 30.6695 54.7487 20.7697 8.15676
threshold=0.12068000000000001 0.083930000000000018 0.11745500000000002 0.31115000000000004 0.056995000000000011 -0.00083499999999999991 0.094435000000000005 -0.15415499999999996 -0.15122999999999998 -1.0000000180025095e-35 -0.20132999999999998 0.094600000000000004 0.092385000000000009 -1.0000000180025095e-35 0.18595000000000003 -0.084419999999999981 -0.072034999999999988 -0.11211999999999998 -0.10690999999999999 -0.082384999999999986 0.0045000000000000014 -0.0073899999999999999 0.088245000000000004
decision_type=2 2 2 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 9 7 -6 -2 -1 -8 21 18 -11 -4 -14 22 -18 -9 -7 -21 -10 -12
right_child=3 -3 14 -5 6 19 10 12 11 13 16 -13 15 -15 -16 -17 17 -19 -20 20 -22 -23 -24
leaf_value=0.0072863677770935494 0.0033211308826495726 0.0037711027871949539 0.0092181546040580233 -0.00050564484395628178 0.018935197775913987 0.015326955642257334 0.009413297787915045 0.017178113585075427 0.00483557779490058 0.013680137732141428 0.015693791503822326 0.010267557496179044 0.010681593131749179 0.0097365804479309943 0.0049512761799180172 0.014035149820722478 0.014924165524971989 0.012659570935500514 0.014900850651501865 0.01139241214949592 0.015392311070812747 0.0072656113408953588 0.014295176738578223
leaf_weight=67 73 88 52 54 76 85 57 57 55 71 60 82 52 57 53 130 73 282 1103 78 52 77 107
leaf_count=67 73 88 52 54 76 85 57 57 55 71 60 82 52 57 53 130 73 282 1103 78 52 77 107
internal_value=0 0.0134545 0.0137937 0.00552068 0.0140872 0.0122108 0.0144724 0.0149746 0.00665466 0.0103309 0.0132424 0.00779165 0.0147503 0.0119243 0.0070647 0.0130772 0.0136605 0.0131253 0.0150128 0.0139156 0.0129926 0.00625334 0.0147979
internal_weight=0 2600 2512 341 2407 410 1997 1418 287 195 579 214 1342 128 105 182 522 355 1160 215 130 132 167
internal_count=2941 2600 2512 341 2407 410 1997 1418 287 195 579 214 1342 128 105 182 522 355 1160 215 130 132 167
is_linear=0
shrinkage=0.00301699


Tree=336
num_leaves=31
num_cat=0
split_feature=1 1 12 2 2 0 11 1 0 15 2 15 157 12 2 12 2 2 12 12 0 16 2 16 12 12 2 16 48 15
split_gain=1560.06 330.991 238.337 182.386 86.5542 76.1842 68.8273 52.0857 42.6663 84.7722 32.433 33.3915 34.3933 29.5567 27.9457 27.2013 25.1559 22.4953 19.726 19.4017 17.3938 15.7648 12.2187 17.9633 11.934 11.8366 7.85785 7.57523 6.44605 5.49105
threshold=0.10398500000000001 0.12313000000000002 0.087255000000000013 0.095850000000000005 -0.0098549999999999974 -0.13165999999999997 1.0000000180025095e-35 0.14860500000000001 -0.078924999999999981 -0.097454999999999986 0.123795 0.033605000000000003 0.017590000000000005 1.0000000180025095e-35 0.10605000000000002 -0.080929999999999988 0.088005000000000014 0.076510000000000009 0.09696500000000001 0.083535000000000012 -0.068669999999999995 -0.10227499999999999 0.12068000000000001 -0.33811499999999994 0.095980000000000024 0.086535000000000015 0.085155000000000022 0.0054050000000000009 0.085130000000000025 -0.087484999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 22 4 -1 -5 16 8 15 -10 11 12 13 -7 18 -3 17 25 -4 -18 -13 -19 23 -2 -15 -6 -23 -27 29 -21
right_child=1 7 14 5 6 10 -8 -9 9 -11 -12 20 -14 24 -16 -17 19 21 -20 28 -22 26 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0087618037045626637 0.0079784363929832139 0.0049676505932850128 0.012722829111905433 0.0071435403226373781 0.010285957492499173 0.0080523538582190027 0.01458626637844683 0.0021050340204041406 0.0035393357053988203 0.0083904708613811423 0.0083913984352785159 0.010855608763854337 0.012164932998746381 0.010971072644767509 0.0090431530366941928 0.0021220412580220905 0.00992305783744395 0.013877575539723496 0.010314156830150545 0.012512042754925177 0.013125998917929704 0.012644427579595847 0.005124370651480332 0.0059129600050951614 0.0095860680217158493 0.011937495368089503 0.011968206889131141 0.01080074764865388 0.010707763183142557 0.011528259793910858
leaf_weight=73 53 56 59 70 54 66 77 75 57 61 62 57 57 99 52 54 72 55 53 55 54 257 62 99 106 272 318 59 68 329
leaf_count=73 53 56 59 70 54 66 77 75 57 61 62 57 57 99 52 54 72 55 53 55 54 257 62 99 106 272 318 59 68 329
internal_value=0 0.00639943 0.00818425 0.0113364 0.0118088 0.00993909 0.0119464 0.00417274 0.00485277 0.00604738 0.0103296 0.0106033 0.0101439 0.00971873 0.0107781 0.00357099 0.0118143 0.0120775 0.0115833 0.0113047 0.0119604 0.0124109 0.00619632 0.00663336 0.0102551 0.0115318 0.0122705 0.011735 0.0115247 0.0116692
internal_weight=0 681 378 2260 1689 571 1616 303 228 118 501 439 328 271 164 110 1539 1015 112 524 111 630 214 152 205 385 575 331 452 384
internal_count=2941 681 378 2260 1689 571 1616 303 228 118 501 439 328 271 164 110 1539 1015 112 524 111 630 214 152 205 385 575 331 452 384
is_linear=0
shrinkage=0.00285932


Tree=337
num_leaves=18
num_cat=0
split_feature=3 123 4 15 376 124 4 15 48 0 15 0 3 3 3 16 15
split_gain=125.873 53.9178 40.8463 56.2631 29.609 29.6348 28.9289 36.0314 30.5795 23.034 20.8541 78.8906 39.0849 25.6721 18.2262 11.4118 7.04429
threshold=0.11745500000000002 1.0000000180025095e-35 0.028075000000000006 -0.40992999999999996 0.084435000000000024 -0.085379999999999984 0.24099500000000004 -0.12776499999999999 0.097500000000000017 -0.10298499999999998 0.025430000000000005 -0.12851999999999997 -0.12711499999999995 -0.054399999999999997 -0.09738999999999999 -0.43708999999999992 -0.10566999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 -4 5 -3 7 9 10 -1 11 -9 -12 -14 -13 16 -8
right_child=2 4 3 -5 -6 -7 15 8 -10 -11 12 14 13 -15 -16 -17 -18
leaf_value=0.011390360320254488 0.0040669153632698343 -0.0019863274194224243 0.0035018082299717607 -0.0034813861186400656 0.0051023474095126973 0.0032843252047229602 0.0056309821618351161 -0.0003762496227201936 0.0024585986150794095 0.0067248217085987142 0.010159717515283764 0.0039291334734426744 0.0057928584704639505 0.0096338675554544315 0.0059586676490190815 0.0020647471805418875 0.0031287924544531288
leaf_weight=52 90 53 58 84 100 79 86 70 87 80 73 158 889 55 793 79 55
leaf_count=52 90 53 58 84 100 79 86 70 87 80 73 158 889 55 793 79 55
internal_value=0 0.00537826 0.00119263 -0.000628685 0.00286388 0.00116764 0.00561374 0.00579778 0.00562597 0.0085632 0.00576116 0.00521027 0.00631415 0.00601671 0.00562154 0.00372536 0.00465536
internal_weight=0 2709 232 142 232 132 2477 2257 2125 132 2038 1021 1017 944 951 220 141
internal_count=2941 2709 232 142 232 132 2477 2257 2125 132 2038 1021 1017 944 951 220 141
is_linear=0
shrinkage=0.00545332


Tree=338
num_leaves=24
num_cat=0
split_feature=1 1 1 0 124 16 14 0 0 49 1 1 0 16 0 39 13 50 52 1212 49 52 0
split_gain=2777.72 458.299 269.561 233.829 204.854 204.083 119.028 78.3544 54.146 131.593 83.4973 52.136 45.2301 37.34 60.4927 34.5225 30.4682 21.4738 19.4221 19.1803 14.1494 15.3851 10.9046
threshold=0.11690500000000002 0.095920000000000019 0.13654500000000003 -0.13619499999999998 -1.0000000180025095e-35 0.061775000000000004 0.073890000000000011 0.056895000000000008 -0.10594499999999998 0.0065400000000000015 0.083065000000000014 0.15028500000000003 -0.079249999999999987 0.26900000000000007 -0.076204999999999981 0.088025000000000006 -0.076614999999999975 0.083800000000000013 -0.054584999999999995 0.08184000000000001 0.098965000000000011 0.11262000000000001 -0.073574999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 18 -5 15 7 8 9 10 -1 16 20 14 -6 -2 -4 19 -3 -14 21 -10 -19
right_child=2 3 11 4 13 -7 -8 -9 12 -11 -12 -13 17 -15 -16 -17 -18 22 -20 -21 -22 -23 -24
leaf_value=0.011776393577643462 0.0051916009585202608 0.0076098002450260185 0.00056703569341155302 0.0056537464004515845 0.013124877368395557 0.010701620928239428 0.016348913360674303 0.0098194100552353464 0.013551760021091628 0.014638443749358595 0.0067365884248647926 -0.0013757771868590709 0.011653824671746265 0.013776925595099354 0.0094645598499133368 0.0023144977047036461 0.0037620793988765566 0.012562332298781603 0.0053614964136023072 0.013618339708841522 0.012136221071655849 0.012416835911220494 0.014431506055083757
leaf_weight=65 99 62 61 56 85 59 87 86 962 70 59 67 358 86 85 65 52 67 87 54 88 128 53
leaf_count=65 99 62 61 56 85 59 87 86 962 70 59 67 358 86 85 65 52 67 87 54 88 128 53
internal_value=0 0.0122234 0.00355818 0.00945759 0.0109667 0.00581109 0.0128372 0.0126837 0.0128131 0.0112767 0.00937869 0.00076689 0.0129873 0.0121288 0.0112949 0.00405149 0.00203761 0.0122446 0.00629725 0.0119114 0.0133228 0.0134185 0.0133882
internal_weight=0 2538 403 461 312 223 2077 1990 1904 194 124 180 1710 256 170 164 113 532 149 412 1178 1090 120
internal_count=2941 2538 403 461 312 223 2077 1990 1904 194 124 180 1710 256 170 164 113 532 149 412 1178 1090 120
is_linear=0
shrinkage=0.00306605


Tree=339
num_leaves=20
num_cat=0
split_feature=1 34 4 148 16 15 47 13 15 13 4 10 4 155 13 13 133 42 15
split_gain=144.476 42.8205 41.3079 44.3307 29.0168 26.8031 49.7978 25.9271 25.657 22.7357 20.3488 17.402 15.4932 15.2291 14.7309 17.4474 8.68328 7.67069 12.4873
threshold=0.12313000000000002 -0.023104999999999997 0.028075000000000006 -1.0000000180025095e-35 -0.33811499999999994 -0.41725999999999991 0.085585000000000008 -0.16392499999999996 -0.063834999999999989 -0.098524999999999988 0.10055500000000002 -0.00189 -0.40515499999999993 0.089630000000000015 0.26379000000000002 0.041960000000000004 0.006510000000000001 0.087745000000000004 -0.12776499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 -4 17 -3 -7 -1 10 -9 16 -11 13 -13 15 -14 -6 18 -5
right_child=1 5 3 4 8 6 -8 9 -10 11 -12 12 14 -15 -16 -17 -18 -19 -20
leaf_value=0.0017181592846679328 -0.0031798388541278101 0.0041684552597871429 -0.00079330186690739195 0.0079433558041685261 0.0057026795428094948 -0.0016934635100232449 0.0038604666974550858 0.0075192992162479025 -0.00027818701392215623 0.0021685073742416247 0.0014873189571401944 0.0079711340426440371 0.0049635438450482752 0.0046275988097531093 0.0075091251195597312 0.0033227915253739894 0.0031895554413368882 0.0039657558186723509 0.0047907423697915079
leaf_weight=62 53 82 58 52 86 97 71 89 55 57 78 84 1507 59 52 185 59 72 83
leaf_count=62 53 82 58 52 86 97 71 89 55 57 78 84 1507 59 52 185 59 72 83
internal_value=0 0.000934176 0.00460854 0.0033696 0.00386755 0.00180656 0.000653413 0.00492963 0.00280352 0.00502755 0.00356382 0.00491344 0.00499633 0.00659201 0.00486546 0.00478418 0.00468047 0.00529627 0.00600548
internal_weight=0 303 2638 543 485 250 168 2095 278 2033 223 1944 1887 143 1744 1692 145 207 135
internal_count=2941 303 2638 543 485 250 168 2095 278 2033 223 1944 1887 143 1744 1692 145 207 135
is_linear=0
shrinkage=0.00503927


Tree=340
num_leaves=20
num_cat=0
split_feature=4 2 123 2 150 0 0 2 14 14 4 13 16 16 15 15 16 52 16
split_gain=1145.01 394.774 188.609 91.9311 134.818 68.0321 58.8064 63.4827 62.292 53.4276 50.7751 41.8442 36.1595 35.0564 34.9532 51.4809 26.5071 9.85628 9.09841
threshold=0.27998000000000006 0.14744000000000002 1.0000000180025095e-35 0.090020000000000017 0.082085000000000019 -0.062109999999999992 -0.10298499999999998 0.11504500000000002 -0.44847999999999993 0.073890000000000011 -0.17568999999999999 -0.0094049999999999984 -0.43708999999999992 0.014185000000000001 -0.14151499999999997 0.083865000000000009 -0.0021749999999999994 -0.10201499999999998 0.12992000000000004
decision_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 10 9 7 -2 -8 13 17 -4 -10 16 -12 -16 -1 -5 -15
right_child=6 -3 11 4 -6 -7 8 -9 12 -11 14 -13 -14 18 15 -17 -18 -19 -20
leaf_value=0.011523127433726436 0.0084866495325655791 0.0033155387392249033 0.0084580662658121138 0.011587709974001327 0.0066409678745991971 0.0089028227898644233 0.0056734526197170856 0.0040177023808365677 0.0031481697872650307 0.014443280043616115 0.012542816300466325 0.0048387094448766035 -0.00030830479543522872 0.0089279055304282793 0.0092417025132960056 0.011107417963858017 0.013373804153591171 0.013249790026490163 0.010663817331216229
leaf_weight=1082 53 76 89 96 100 101 60 85 75 66 60 52 53 57 383 252 86 60 69
leaf_count=1082 53 76 89 96 100 101 60 85 75 66 60 52 53 57 383 252 86 60 69
internal_value=0 0.0105115 0.0107258 0.0109363 0.0101608 0.0114411 0.00414584 0.00573429 0.00297968 0.0116296 0.0105743 0.00712351 0.00171671 0.0114861 0.0102033 0.00998217 0.0116594 0.0122272 0.0098788
internal_weight=0 2629 2553 2412 951 1461 326 138 188 1360 851 141 128 1294 695 635 1168 156 126
internal_count=2955 2629 2553 2412 951 1461 326 138 188 1360 851 141 128 1294 695 635 1168 156 126
is_linear=0
shrinkage=0.00320372


Tree=341
num_leaves=20
num_cat=0
split_feature=4 3 3 3 15 3 4 0 47 50 47 15 49 15 43 49 41 3 42
split_gain=87.3216 40.625 38.3083 55.5142 19.5971 36.1507 32.1946 20.7629 18.0429 18.9638 17.3575 24.166 29.7227 18.2288 14.987 14.3121 12.4695 9.86074 3.49496
threshold=0.31392000000000003 0.10402500000000002 0.12955000000000003 0.28833000000000003 -0.46483499999999994 -0.082634999999999986 0.6214050000000001 -0.10071499999999999 0.11566000000000001 -0.20867999999999998 0.080075000000000021 -0.094389999999999988 -1.0000000180025095e-35 -0.11532999999999999 -0.0101 0.097940000000000013 0.078610000000000013 -0.07822999999999998 0.087970000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -4 6 -6 -2 -7 9 -1 11 12 -11 -14 18 16 -13 -17 -12
right_child=4 2 3 -5 5 7 -8 -9 -10 10 14 15 13 -15 -16 17 -18 -19 -20
leaf_value=0.0086522711677324837 0.0072496025146268411 -0.0020597349165221209 0.0089462586301420708 0.00050410072812064456 0.0042899198133175146 0.00095739816535482666 0.00083262937267856334 -0.0039232995201586521 0.0026349368652481388 -0.00082874086008974748 0.0049920465042967363 0.0056405565404645643 0.0071935417925874188 0.0027616977666358221 0.009162320761953207 0.0050595944634336575 0.0028991776461299665 0.0013877270459014949 0.0069240595759086443
leaf_weight=69 54 54 53 68 66 72 67 62 90 53 84 1696 60 87 79 57 66 55 63
leaf_count=69 54 54 53 68 66 72 67 62 90 53 84 1696 60 87 79 57 66 55 63
internal_value=0 0.00514875 0.00226974 0.00420245 0.00173277 0.000544114 0.00369695 -0.00130034 0.00535361 0.00545687 0.00536097 0.00518355 0.00313978 0.00457106 0.00698895 0.00540163 0.00553791 0.00325703 0.0058205
internal_weight=0 2634 175 121 321 200 121 134 2459 2369 2300 2074 200 147 226 1874 1762 112 147
internal_count=2955 2634 175 121 321 200 121 134 2459 2369 2300 2074 200 147 226 1874 1762 112 147
is_linear=0
shrinkage=0.00618293


Tree=342
num_leaves=27
num_cat=0
split_feature=4 12 150 43 12 43 4 16 4 4 14 49 40 376 14 16 52 4 16 16 51 12 51 51 16 16
split_gain=2981.36 903.552 302.994 270.968 238.131 185.712 118.73 102.247 96.4183 109.774 91.4434 74.0138 69.9579 66.6633 63.1501 50.8706 44.9626 51.9795 43.0297 35.8538 29.7573 29.6275 25.2894 22.8472 11.8685 8.15034
threshold=0.27998000000000006 0.056995000000000011 0.094545000000000018 -0.031974999999999996 0.11755500000000001 -0.095049999999999982 0.043640000000000005 -0.53870999999999991 -0.39175499999999991 -1.0000000180025095e-35 -0.44847999999999993 0.088805000000000009 -0.04476999999999999 0.083295000000000022 0.073890000000000011 -0.034004999999999994 0.11330000000000001 -0.49269499999999994 -0.10750499999999999 0.014185000000000001 0.085655000000000023 0.090285000000000018 0.11178000000000002 -0.44595999999999997 -0.49353499999999995 0.035560000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 14 -2 -5 20 -9 -11 -12 -7 16 -6 17 -3 21 -19 -10 -8 25 -20 -14 -18
right_child=7 4 -4 8 15 13 18 10 9 11 12 -13 24 -15 -16 -17 22 19 23 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.012060603633280157 0.0078141793327003283 0.016323303260902762 0.0055467569481418098 0.014749233356076362 0.0119711790394688 0.0051696045070211598 0.014209052010162527 0.0071263466631392254 0.011006353311362634 0.014292114765482967 0.002016911146484399 0.010790497847836433 0.0058218598036383316 0.0086970359703394777 0.016409400153995744 0.0088337518693537148 0.01388800026382243 0.014297570334033494 0.012373099824880331 0.013264741131019029 0.0086176789890791625 0.012162439776098374 0.011886503411107944 0.010208894236697763 0.0043048922875257587 0.012868766897172697
leaf_weight=58 82 61 62 67 57 57 81 67 62 88 65 52 55 59 64 55 141 1090 54 219 52 73 63 52 57 62
leaf_count=58 82 61 62 67 57 57 81 67 62 88 65 52 55 59 64 55 141 1090 54 219 52 73 63 52 57 62
internal_value=0 0.0130222 0.0103931 0.011 0.013729 0.00866297 0.0139175 0.00556751 0.0122667 0.0116118 0.00481238 0.0129917 0.00393633 0.00696394 0.0141414 0.0104307 0.0140526 0.0142227 0.0124534 0.0141248 0.009917 0.0132391 0.0131766 0.0113116 0.00505005 0.0135768
internal_weight=0 2629 557 495 2072 174 1960 326 321 254 244 140 177 116 1700 112 1636 1370 260 1309 114 154 266 106 112 203
internal_count=2955 2629 557 495 2072 174 1960 326 321 254 244 140 177 116 1700 112 1636 1370 260 1309 114 154 266 106 112 203
is_linear=0
shrinkage=0.0023251


Tree=343
num_leaves=17
num_cat=0
split_feature=4 13 52 16 13 0 11 0 4 12 1373 0 16 0 12 16
split_gain=75.1636 42.4922 27.8134 26.0795 25.608 41.4165 17.4254 30.2585 84.4305 28.7962 23.4174 32.8423 54.8744 17.0064 16.9961 11.6544
threshold=0.27258000000000004 -0.15747499999999998 0.51371000000000011 -0.42170999999999997 -0.16392499999999996 -0.10998999999999999 1.0000000180025095e-35 -0.00077999999999999999 -0.40515499999999993 0.093245000000000008 1.0000000180025095e-35 -0.10726999999999999 -0.010034999999999999 -0.11167499999999998 0.083785000000000012 -0.018754999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 13 5 -1 7 10 -9 -8 11 12 -6 -3 -13 -5
right_child=1 3 -4 15 6 -7 9 8 -10 -11 -12 14 -14 -15 -16 -17
leaf_value=0.00542773367649138 0.0057014448021287722 0.0041685006045828537 0.0016263871247250577 -0.003784270265354577 0.004389526229437531 -0.0018705524297930518 0.0093646691646926093 0.0062978734462045593 -0.0034575509678464789 0.0041214218269457542 0.0086708861471615599 0.0067961291392811124 -0.002701839182826086 0.00023202642941042386 0.0050268960363603872 0.00028384041092117593
leaf_weight=64 79 79 100 53 187 53 87 77 58 71 66 233 52 85 1559 52
leaf_count=64 79 79 100 53 187 53 87 77 58 71 66 233 52 85 1559 52
internal_value=0 0.00176371 0.00478558 0.000607035 0.00491157 0.00212112 0.00504814 0.00490931 0.00210617 0.00700894 0.00508974 0.00497333 0.00284636 0.00212865 0.00525697 -0.00176897
internal_weight=0 348 2607 269 2507 117 2390 2232 135 158 2097 2031 239 164 1792 105
internal_count=2955 348 2607 269 2507 117 2390 2232 135 158 2097 2031 239 164 1792 105
is_linear=0
shrinkage=0.00610672


Tree=344
num_leaves=25
num_cat=0
split_feature=44 4 0 13 4 4 14 51 13 4 4 0 13 0 3 159 51 128 0 0 159 11 3 156
split_gain=52.0608 57.8422 45.3818 39.7644 36.9911 28.8733 23.5679 17.4806 20.012 15.1788 14.2882 44.0483 19.5553 14.4298 21.0107 13.0656 21.3685 12.4207 11.0017 10.3102 8.70688 8.16832 7.8054 6.67403
threshold=0.081710000000000019 0.012315000000000001 -0.15941999999999998 -0.15747499999999998 0.40052000000000004 0.41248000000000007 -0.46025499999999991 0.11024000000000002 -0.05171499999999999 0.5124550000000001 -0.17568999999999999 -0.060454999999999995 -0.011514999999999999 -0.13619499999999998 -0.013174999999999997 0.083310000000000009 -0.40775499999999992 1.0000000180025095e-35 -0.074249999999999997 -0.085674999999999987 0.10333000000000002 0.086175000000000015 -0.088174999999999989 0.08759500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 -4 15 -3 -6 10 -9 -8 21 13 -13 14 -12 16 -5 19 -18 -15 -17 23 -19 -1
right_child=-2 2 3 4 6 -7 9 8 -10 -11 11 12 -14 17 -16 20 18 22 -20 -21 -22 -23 -24 -25
leaf_value=0.0067825645426476747 0.0085487582390930093 -0.0042883641149008729 0.0062938782074529829 0.0049994418321602082 0.0029574869403414675 0.0011792445087923902 -0.0034509844318663472 0.0038952532832690944 -9.8987127958462761e-05 0.00054970112591409012 -0.00015602438519037379 0.0026092309170002883 -0.001843761920277793 0.0046574459230625731 0.0039584154669439226 0.0061687559623371472 0.0021984453114469158 0.0046347369241077109 -0.00066692016507236733 0.0036239458382143781 0.0029990117743989584 0.0033760504418444419 0.0074185635350292566 0.0043158833180145266
leaf_weight=100 59 52 78 74 53 71 61 80 76 57 62 65 58 463 102 55 194 75 53 856 53 52 54 52
leaf_count=100 59 52 78 74 53 71 61 80 76 57 62 65 58 463 102 55 194 75 53 856 53 52 54 52
internal_value=0 0.00325794 0.00198352 0.00254878 0.00206181 -0.00113178 -0.000130475 0.00374517 0.00194896 -0.00151795 0.00388966 0.00372543 0.000508962 0.00397082 0.00240259 0.0029358 0.00237106 0.0041484 0.00158337 0.00398677 0.00461378 0.00528606 0.00580052 0.00593909
internal_weight=0 2896 801 678 600 123 171 2095 156 118 1939 1735 123 1612 164 429 321 1448 247 1319 108 204 129 152
internal_count=2955 2896 801 678 600 123 171 2095 156 118 1939 1735 123 1612 164 429 321 1448 247 1319 108 204 129 152
is_linear=0
shrinkage=0.00557519


Tree=345
num_leaves=24
num_cat=0
split_feature=1 1 52 14 0 0 0 1 1 0 133 0 133 0 0 0 0 1 1 48 474 160 51
split_gain=2557.88 556.753 234.728 189.501 125.435 118.181 105.965 196.555 85.1184 82.941 69.0958 84.4609 61.1533 43.4084 32.2343 26.1903 25.4816 20.0131 16.1563 13.1464 13.964 11.9096 0.381995
threshold=0.10404000000000001 0.13074500000000003 -0.41694999999999993 0.064610000000000015 -0.13619499999999998 0.14054500000000003 -0.10462499999999998 0.083670000000000008 0.14860500000000001 -0.076734999999999984 0.048695000000000009 -0.072924999999999976 -0.0065299999999999993 0.027395000000000006 -0.17127999999999996 -0.17862999999999998 -0.13165999999999997 0.13612500000000002 0.092395000000000019 0.095425000000000024 0.090785000000000018 0.079515000000000016 -0.084304999999999977
decision_type=2 2 2 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 15 6 7 16 17 18 11 -6 -11 21 -9 -4 -1 -3 19 20 -8 -14 -15
right_child=1 8 4 -5 10 -7 9 14 -10 12 -12 -13 13 22 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.013182278407782499 0.012134761369278289 0.0047099262515036509 0.0060187459100304215 0.014947497858371503 0.011192923551514957 0.007811429062439589 0.012061977520557054 0.0086694994812538759 0.0002568322932809866 0.0088005045000508798 0.0057173487747519992 0.0073952946752016829 0.01085561127134093 0.01265583358010172 0.0060647830362556207 0.0039252603015068463 0.010957188229623218 0.0029503095684444763 0.010912856863913271 0.01090970201269509 0.01074458674609712 0.0095776419481537461 0.012315940042996975
leaf_weight=56 58 65 76 88 59 60 1128 65 63 86 59 92 301 52 53 71 73 102 102 72 52 53 52
leaf_count=56 58 65 76 88 59 60 1128 65 63 86 59 92 301 52 53 71 73 102 102 72 52 53 52
internal_value=0 0.00580074 0.00751359 0.011383 0.00676274 0.0112407 0.0113367 0.00981017 0.00271004 0.0115353 0.00799108 0.00887931 0.0107181 0.0110781 0.00749981 0.00500779 0.0119233 0.00363535 0.0118636 0.011941 0.0120039 0.0106644 0.0124861
internal_weight=0 645 415 2293 357 2205 2145 247 230 1898 210 151 544 458 118 147 129 167 1354 1252 1180 354 104
internal_count=2938 645 415 2293 357 2205 2145 247 230 1898 210 151 544 458 118 147 129 167 1354 1252 1180 354 104
is_linear=0
shrinkage=0.00247639


Tree=346
num_leaves=14
num_cat=0
split_feature=4 48 14 4 49 3 51 16 1 4 4 48 49
split_gain=76.2981 53.7906 48.4629 37.5595 29.3307 32.0463 29.1846 25.2195 15.0098 27.1127 15.0012 18.7344 13.1163
threshold=0.51292000000000015 0.093225000000000016 -0.13131999999999996 0.31392000000000003 -0.12164499999999999 0.10661500000000002 0.099470000000000017 -0.48652999999999996 0.083250000000000005 -0.17568999999999999 0.25367000000000006 0.10656000000000002 0.10124000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 8 10 -2 12 -10 11 -3 -6
right_child=7 6 3 -5 5 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=0.0081994119578969148 0.0016081614145390651 0.0016780506604915746 0.0073591725849589751 0.00019190891726862411 0.0044095937236931877 0.00017011386905048178 -0.0013568572310644798 -0.0037474942457182705 0.0060309372044014863 0.0027605262042818273 -0.00025588132850023012 0.0055884638140312444 0.0027396318712017797
leaf_weight=82 56 101 76 101 1201 84 98 63 98 672 53 70 183
leaf_count=82 56 101 76 101 1201 84 98 63 98 672 53 70 183
internal_value=0 0.00352014 0.00380822 0.0036591 0.0038104 0.00368986 0.00128596 -0.00122666 0.0038271 0.00317684 0.00244247 0.00327917 0.00418883
internal_weight=0 2819 2497 2415 2314 2238 322 119 2154 770 224 171 1384
internal_count=2938 2819 2497 2415 2314 2238 322 119 2154 770 224 171 1384
is_linear=0
shrinkage=0.0058073


Tree=347
num_leaves=18
num_cat=0
split_feature=2 2 15 123 11 2 48 15 123 0 0 474 484 15 13 13 13
split_gain=61.7066 29.4153 25.7105 23.9945 19.5529 29.7866 15.0654 17.3547 16.8847 15.3515 34.8729 14.0186 14.8175 15.9264 16.9036 10.9356 9.02608
threshold=0.10859000000000001 0.16730000000000003 -0.41956999999999994 0.095915000000000014 0.079700000000000007 -0.085784999999999986 0.093225000000000016 -0.088819999999999982 0.083835000000000007 -0.15445999999999996 -0.13619499999999998 0.089190000000000005 -0.063514999999999988 0.033605000000000003 0.0014600000000000001 -0.18997999999999995 0.036560000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 11 5 -4 8 -8 9 -7 -11 12 -2 14 15 -14 -6
right_child=1 -3 4 -5 16 6 7 -9 -10 10 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.00035116881051509006 -0.0011534981524883535 -0.0022385970926733626 -0.0010116607013936224 -0.0019852823549932046 0.0068130653179977584 0.0052227579917441952 0.0029649859894776975 -0.00060675332138261759 0.0060569916548205427 -0.0012531841251657164 0.0031317106793066732 0.0044614377979703898 -0.00012361347289451357 0.0039565168646826486 -0.0010201820403330645 0.0027266843970870118 0.0037950419902219516
leaf_weight=66 53 71 54 53 56 96 97 68 59 55 1722 54 52 86 70 165 61
leaf_count=66 53 71 54 53 56 96 97 68 59 55 1722 54 52 86 70 165 61
internal_value=0 0.00103936 0.00298383 0.00147611 0.0030809 0.00296343 0.00306582 0.00149265 0.00320015 0.00311013 0.00299596 0.00185843 0.00152834 0.00190956 0.00129598 0.0020434 0.00524006
internal_weight=0 604 2334 533 2268 2151 2097 165 1932 1873 1777 480 426 373 287 217 117
internal_count=2938 604 2334 533 2268 2151 2097 165 1932 1873 1777 480 426 373 287 217 117
is_linear=0
shrinkage=0.00542179


Tree=348
num_leaves=24
num_cat=0
split_feature=4 2 13 39 2 2 14 0 123 0 0 49 0 403 4 4 4 4 4 52 0 13 52
split_gain=3163.5 890.464 444.919 401.88 178.97 166.002 161.72 152.968 89.4485 87.2511 69.2473 150.462 93.1108 92.0774 107.763 76.5997 63.0543 44.4238 26.665 22.1009 9.47993 3.75656 3.386
threshold=0.31392000000000003 0.10859000000000001 -0.15941999999999998 0.0047850000000000011 0.14561000000000004 0.14019000000000004 0.073890000000000011 -0.108275 0.086020000000000013 -0.07385499999999999 -0.10934999999999999 0.082820000000000019 -0.076589999999999978 0.070940000000000017 -0.39175499999999991 0.028075000000000006 0.024470000000000002 0.058025000000000007 0.51152500000000012 0.08869500000000001 -0.15270499999999995 -0.075154999999999986 -0.26876499999999998
decision_type=2 2 2 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 7 8 10 -4 18 -5 11 15 16 14 -14 -1 19 22 20 -12 -2 -18 -9
right_child=5 2 4 9 -6 -7 -8 17 -10 -11 12 -13 13 -15 -16 -17 21 -19 -20 -21 -22 -23 -24
leaf_value=0.0082417843187216743 0.0056772535222864599 0.0027465485914129006 0.0069619669569059772 0.01067120096790266 0.005634803435655953 0.00051233172017785419 0.016839573056700061 0.013124947840296306 0.0022630900084175259 0.0065444011929177079 0.014105163541366803 0.01535873353708022 0.014788583345479474 0.0090762557452461392 0.011902360680837444 0.012345834495614216 0.012358472689953971 0.0098762985055953125 0.0042838612097892571 0.013317867119935203 0.0071714030304987509 0.011394333156174909 0.012326248956587573
leaf_weight=69 52 69 53 78 52 82 88 60 67 64 893 53 127 52 295 57 54 54 53 339 67 60 100
leaf_count=69 52 69 53 78 52 82 88 60 67 64 893 53 127 52 295 57 54 54 53 339 67 60 100
internal_value=0 0.0124371 0.008776 0.0130744 0.0100801 0.0037274 0.0133644 0.0109457 0.00483036 0.00881143 0.0132114 0.0116562 0.0133644 0.0123658 0.012771 0.0100986 0.013716 0.0119322 0.00583024 0.0138886 0.00651873 0.0118513 0.0126259
internal_weight=0 2617 388 2229 319 321 2087 267 239 142 1999 179 1820 474 422 126 1346 214 172 1232 119 114 160
internal_count=2938 2617 388 2229 319 321 2087 267 239 142 1999 179 1820 474 422 126 1346 214 172 1232 119 114 160
is_linear=0
shrinkage=0.00261844


Tree=349
num_leaves=27
num_cat=0
split_feature=1 52 1 2 2 2 2 14 2 2 16 0 1 0 1 16 51 2 16 1 16 52 0 1 159 0
split_gain=2655.48 498.005 311.652 301.08 195.225 141.637 125.387 121.692 73.7299 66.0866 52.5283 47.7234 82.0206 45.2231 103.939 44.0039 37.1219 20.4716 25.0375 16.7575 29.5796 16.6453 15.6877 12.5277 12.0237 6.06062
threshold=0.10404000000000001 -0.41694999999999993 0.13074500000000003 1.0000000180025095e-35 0.099845000000000003 -0.0098549999999999974 -1.0000000180025095e-35 0.064610000000000015 0.13084500000000002 0.16730000000000003 -0.38959499999999997 -0.091399999999999995 0.08346000000000002 -0.11073999999999999 0.083670000000000008 -0.33811499999999994 0.085655000000000023 0.088855000000000003 0.035560000000000008 0.086665000000000006 0.19384500000000002 -0.092084999999999986 -0.018054999999999998 0.081720000000000015 0.011235000000000002 -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
left_child=4 -2 3 6 5 -1 -3 13 11 10 -4 12 -6 14 -7 -5 -17 18 23 20 25 -20 24 -15 -19 -13
right_child=1 2 9 15 8 7 -8 -9 -10 -11 -12 19 -14 17 -16 16 -18 22 21 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.010057843696702448 0.013828073083041188 0.0081534398814255542 0.0037621531951113982 0.007592190058451069 0.012486685761981775 0.014108895877878813 0.013054362055988256 0.016570334621128585 0.0088659615868229638 0.0020557860460490279 0.0065366306480144996 0.013431891559648893 0.0083018861033685078 0.014024403807399622 0.0097952069964240291 0.0042705257174838846 0.0069524652583297123 0.012729725389163015 0.013498319489268449 0.013676961971191039 0.011153441194494998 0.011598225460854664 0.014360204178638623 0.013426942384887751 0.013815283530979971 0.012351375249285472
leaf_weight=75 65 54 84 97 63 70 77 76 54 57 82 72 52 630 66 75 54 354 59 57 98 54 52 327 76 58
leaf_count=75 65 54 84 97 63 70 77 76 54 57 82 72 52 630 66 75 54 354 59 57 98 54 52 327 76 58
internal_value=0 0.00735795 0.0066328 0.0080609 0.0130193 0.0133767 0.0110343 0.0135178 0.0115713 0.00434644 0.00513284 0.0119365 0.0105947 0.0133803 0.0120157 0.00633725 0.0053934 0.0134999 0.0136904 0.0124778 0.0121779 0.0125905 0.0130769 0.0138203 0.0129217 0.01295
internal_weight=0 645 580 357 2293 1839 131 1764 454 223 166 400 115 1688 136 226 129 1552 1070 285 228 113 482 957 430 130
internal_count=2938 645 580 357 2293 1839 131 1764 454 223 166 400 115 1688 136 226 129 1552 1070 285 228 113 482 957 430 130
is_linear=0
shrinkage=0.00246487


Tree=350
num_leaves=29
num_cat=0
split_feature=4 12 13 12 13 11 13 4 15 12 15 4 15 11 51 4 15 49 15 4 4 11 42 52 12 52 52 42
split_gain=2752.67 769.578 440.771 220.804 182.829 117.906 115.709 109.609 170.704 87.7726 73.9154 105.613 83.2951 53.3725 45.976 44.45 34.5734 30.0288 28.4227 26.9598 25.5066 20.8702 18.9191 15.2177 14.3697 14.0951 13.6917 6.82967
threshold=0.31392000000000003 0.056995000000000011 -0.00027999999999999998 0.13642500000000005 -0.27740999999999993 0.078065000000000009 -0.014114999999999997 -0.029404999999999997 -0.098139999999999991 0.093125000000000013 -0.41956999999999994 0.51292000000000015 -0.14051999999999998 1.0000000180025095e-35 -0.09522499999999999 -0.040394999999999993 -0.035654999999999992 -0.078789999999999985 -0.076929999999999985 0.0051950000000000008 0.054720000000000012 0.080455000000000013 0.095670000000000019 0.10096500000000001 0.087995000000000004 0.013340000000000001 0.4107300000000001 0.109255
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 -1 10 19 14 -9 13 11 -2 -12 17 -4 21 -10 -3 25 -6 24 23 -20 27 -19 -17 -25 -11
right_child=5 3 7 -5 6 -7 -8 8 16 15 12 -13 -14 -15 -16 18 -18 20 22 -21 -22 -23 -24 26 -26 -27 -28 -29
leaf_value=0.023685578296176946 0.027762643309649889 0.03185046039427699 0.034912223190097867 0.027871179286196781 0.031465452762692518 0.027883410935807745 0.02617614291386354 0.033699427243893111 0.029780947060060341 0.033431345792571038 0.020080839035607891 0.023503176148172517 0.024376246355783206 0.035320336818382113 0.032070877813066286 0.031772420354888392 0.026948516788154367 0.033784269087524764 0.031678740143964518 0.028959799804392193 0.032194056353881499 0.034327385160781793 0.030007533933132564 0.031228934826702557 0.033196333178226491 0.033425189339881679 0.032919103981617306 0.032387028527417226
leaf_weight=67 56 82 59 52 52 56 78 58 55 135 53 103 60 89 90 72 53 611 103 56 98 57 73 68 464 60 55 58
leaf_count=67 56 82 59 52 52 56 78 58 55 135 53 103 60 89 90 72 53 611 103 56 98 57 73 68 464 60 55 58
internal_value=0 0.032245 0.0296722 0.0329486 0.0272202 0.0245853 0.0284933 0.0316416 0.030246 0.033079 0.0239062 0.0250035 0.0223618 0.0334492 0.0331962 0.0323484 0.0283912 0.0333164 0.031645 0.0301665 0.0334189 0.0329291 0.0309857 0.0326768 0.0335305 0.0325239 0.0319849 0.0331176
internal_weight=0 2645 568 2077 253 328 186 315 166 2025 272 159 113 1344 149 681 108 1255 308 108 1173 373 176 316 1075 132 123 193
internal_count=2973 2645 568 2077 253 328 186 315 166 2025 272 159 113 1344 149 681 108 1255 308 108 1173 373 176 316 1075 132 123 193
is_linear=0
shrinkage=0.00249384


Tree=351
num_leaves=24
num_cat=0
split_feature=2 2 2 2 150 14 10 123 47 2 16 14 16 49 51 51 49 2 150 2 16 50 49
split_gain=1565.9 606.213 272.906 247.459 308.56 102.279 90.4001 82.6804 63.4843 60.5249 60.2627 41.5029 40.7715 36.8871 33.3631 42.1381 40.9278 26.9103 19.6679 19.2901 16.1867 6.52426 6.51464
threshold=0.12026500000000001 -1.0000000180025095e-35 0.16993500000000003 0.095850000000000005 0.082085000000000019 0.064610000000000015 -0.07371999999999998 0.089295000000000013 0.11224000000000002 0.113445 0.15737500000000001 -1.0000000180025095e-35 -0.24404999999999996 0.088365000000000013 -0.16140499999999999 0.0033150000000000007 0.0033550000000000003 0.090020000000000017 0.10784500000000001 0.13554000000000002 0.035560000000000008 0.08981500000000002 -0.0055299999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 5 9 8 -1 10 17 14 11 -2 -8 -11 -5 16 -16 18 20 -13 -3 22 -19
right_child=2 3 -4 4 -6 -7 12 -9 -10 13 -12 19 -14 -15 15 -17 -18 21 -20 -21 -22 -23 -24
leaf_value=0.010757152860281958 0.0089254028426606624 0.013408020165804082 0.00064380117338079599 0.014408515731459615 0.0058171177524149811 0.016306896824922951 0.004646650133424861 0.0036835371784977949 0.010593318809594169 0.0085665943042545021 0.010284349462165044 0.0070644977309024613 0.0075708848798116983 0.011742112297178121 0.012087764608495845 0.013724302462453996 0.0096564152385633095 0.011214193760571891 0.011485038993305394 0.004758242515464404 0.012390560277430662 0.013209001011455036 0.012322203008328227
leaf_weight=53 54 1073 73 52 85 76 65 54 95 70 55 59 102 54 207 85 80 57 53 62 149 52 208
leaf_count=53 54 1073 73 52 85 76 65 54 95 70 55 59 102 54 207 85 80 57 53 62 149 52 208
internal_value=0 0.0120566 0.00561762 0.0124773 0.0109303 0.0130327 0.00747479 0.00689599 0.0128852 0.0117233 0.00765009 0.006822 0.00643289 0.00994973 0.0122419 0.011939 0.0114101 0.013022 0.0132092 0.00588303 0.013284 0.0122686 0.012084
internal_weight=0 2616 357 2396 633 1763 220 284 1687 548 230 175 167 124 424 372 287 1592 1275 121 1222 317 265
internal_count=2973 2616 357 2396 633 1763 220 284 1687 548 230 175 167 124 424 372 287 1592 1275 121 1222 317 265
is_linear=0
shrinkage=0.00288389


Tree=352
num_leaves=16
num_cat=0
split_feature=39 13 14 147 39 123 14 16 13 16 41 11 16 13 43
split_gain=986.429 802.82 417.751 171.292 144.759 136.551 135.793 110.312 74.5687 58.3091 52.3259 52.4331 18.1025 17.9898 17.7029
threshold=0.082115000000000007 -0.27740999999999993 -0.31893999999999995 0.08955500000000001 0.12371500000000002 0.081180000000000016 0.073890000000000011 -0.26194999999999996 -1.0000000180025095e-35 -0.006494999999999999 0.076195000000000013 1.0000000180025095e-35 -0.17773999999999998 -0.47365999999999991 -0.079824999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 6 5 -2 7 8 14 12 11 -9 -7 -1 -4
right_child=4 2 3 -5 -6 9 -8 10 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.0036690934072605547 0.0079502852870516876 0.0024882925099686272 0.0078781577338178452 0.006056054443347521 0.00070182878738447711 0.0023584807902802124 0.012790844797311841 0.009775972436388879 0.005850551688962452 0.0061063926315679277 0.0072809395574021281 0.011922423046667744 0.0041905587369874863 0.0016961935021036531 0.0098004698791689365
leaf_weight=62 87 54 52 84 52 73 90 1949 76 67 52 76 66 57 76
leaf_count=62 87 54 52 84 52 73 90 1949 76 67 52 76 66 57 76
internal_value=0 0.0091537 0.00945863 0.00961193 0.00459754 0.00528884 0.0097379 0.00961743 0.0078392 0.0041647 0.00979207 0.00985654 0.00322858 0.00272432 0.00901974
internal_weight=0 2628 2509 2455 345 293 2371 2281 204 206 2077 2025 139 119 128
internal_count=2973 2628 2509 2455 345 293 2371 2281 204 206 2077 2025 139 119 128
is_linear=0
shrinkage=0.00253323


Tree=353
num_leaves=17
num_cat=0
split_feature=4 39 457 0 49 151 14 16 42 0 52 42 39 16 133 483
split_gain=73.9915 34.3096 34.3735 29.9864 25.192 36.1195 22.8604 52.672 21.5192 24.7035 18.3526 17.3249 16.4008 16.1667 31.9551 18.5717
threshold=0.31392000000000003 0.10705500000000003 0.11129500000000002 -0.20489499999999997 -0.020454999999999997 -0.086249999999999979 -0.45687499999999998 -0.41776999999999992 0.092860000000000012 -0.12851999999999997 -0.084674999999999986 0.073240000000000013 0.087990000000000013 -0.071704999999999991 -0.037434999999999989 0.054415000000000012
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 -2 8 9 -8 -7 -12 13 15 -15 -6
right_child=6 -3 -4 4 12 10 7 -9 -10 -11 11 -13 -14 14 -16 -17
leaf_value=0.010178418030916089 0.006392075897314854 0.001620946316105679 0.0016472710963127614 0.00066979906042950765 0.0068370069429151241 0.0084124151366671545 0.0025746986367256807 -0.0033099938967213298 0.00065671162977699806 0.0076726946431451655 0.0017789614866319072 0.0062449754315169288 0.0098604535849121829 0.0031947662916703068 0.0063476088410876971 0.010492034476966601
leaf_weight=80 65 61 59 69 893 71 78 52 64 69 54 88 56 141 1016 57
leaf_count=80 65 61 59 69 893 71 78 52 64 69 54 88 56 141 1016 57
internal_value=0 0.00622136 0.00632994 0.00643933 0.00631696 0.00457205 0.00309686 0.0022822 0.00366068 0.00496809 0.00583585 0.0045471 0.00654442 0.00645625 0.00596344 0.00705638
internal_weight=0 2645 2584 2525 2445 282 328 263 211 147 213 142 2163 2107 1157 950
internal_count=2973 2645 2584 2525 2445 282 328 263 211 147 213 142 2163 2107 1157 950
is_linear=0
shrinkage=0.00620416


Tree=354
num_leaves=26
num_cat=0
split_feature=4 39 457 0 4 0 11 4 0 15 14 0 0 48 133 4 4 4 0 0 0 475 133 0 4
split_gain=1329.49 323.964 111.157 102.613 91.1114 150.972 86.5564 80.1558 53.533 99.5575 49.0282 105.559 104.76 47.2662 49.7035 35.8814 32.8811 24.2748 18.0901 11.5513 10.5167 7.32189 4.67343 3.75969 2.0637
threshold=0.31392000000000003 0.08252000000000001 0.11129500000000002 -0.06952499999999999 -0.42305999999999994 1.0000000180025095e-35 0.084110000000000004 0.046185000000000004 -0.18713499999999997 -0.41725999999999991 0.073890000000000011 -0.11073999999999999 -0.15753999999999999 0.091775000000000009 0.085835000000000009 0.51292000000000015 0.057200000000000008 -0.040394999999999993 -0.079249999999999987 -0.05461499999999999 -0.108275 -0.030974999999999999 0.066685000000000008 -0.092724999999999988 0.25367000000000006
decision_type=2 2 2 2 2 2 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 17 8 10 -2 15 11 12 -1 14 -3 -10 -9 22 -13 -19 24 -5 -6 -22 -18
right_child=6 13 -4 4 5 -7 -8 16 9 -11 -12 18 -14 -15 -16 -17 20 19 -20 -21 23 -23 -24 -25 -26
leaf_value=0.011407792336198921 0.0062409243276291748 0.0092636826113198754 0.0065490910264672502 0.012348202573678257 0.010097940752657101 0.0042485550050417433 0.0076612453778339504 0.0076356873850107086 0.0060535105590101843 9.2912659792654743e-06 0.013595543986374602 0.011739948768345224 0.0055197199018374261 0.0049843557094831807 0.0057882246432937705 0.003120789534002421 0.011313450674462941 0.0094819696488462508 0.010952963629558367 0.0076932476611799626 0.0090756324927812361 0.011034209142841643 0.011205752373148676 0.010160808065173351 0.010493891406889945
leaf_weight=53 52 96 52 58 84 53 53 52 59 70 89 1084 52 66 57 94 53 80 333 52 58 104 56 55 58
leaf_count=53 52 96 52 58 84 53 53 52 59 70 89 1084 52 66 57 94 53 80 333 52 58 104 56 55 58
internal_value=0 0.0105022 0.010812 0.0109054 0.00969912 0.00879894 0.00421299 0.0112167 0.00354831 0.00292029 0.0114682 0.0113437 0.00849209 0.00706974 0.00796911 0.00425191 0.00974881 0.00968548 0.011555 0.00877756 0.0102392 0.0115048 0.0105413 0.00960409 0.0108855
internal_weight=0 2645 2426 2374 487 325 328 1887 275 223 1611 1522 105 219 153 153 276 272 1417 132 224 162 140 113 111
internal_count=2973 2645 2426 2374 487 325 328 1887 275 223 1611 1522 105 219 153 153 276 272 1417 132 224 162 140 113 111
is_linear=0
shrinkage=0.00294641


Tree=355
num_leaves=28
num_cat=0
split_feature=4 3 3 43 42 3 14 14 16 4 39 4 52 159 3 15 3 42 43 129 16 16 16 4 43 52 42
split_gain=4932.99 1505.87 866.695 533.435 182.483 154.548 151.357 141.728 246.641 123.969 104.391 92.6503 66.9741 59.4957 64.1237 58.2427 57.9504 63.2663 37.6989 30.945 28.5397 24.0366 19.3116 13.2941 12.7476 11.0826 10.6427
threshold=0.31392000000000003 -0.06656999999999999 0.28833000000000003 -0.035884999999999993 -1.0000000180025095e-35 0.11745500000000002 0.076450000000000004 -0.46226499999999993 -0.43491999999999992 0.6214050000000001 0.086505000000000012 0.054720000000000012 -0.080219999999999986 -1.0000000180025095e-35 0.083395000000000011 -0.10566999999999999 -0.15963499999999997 0.089975000000000013 0.060690000000000008 0.087825000000000014 -0.0057949999999999989 -0.12080999999999999 0.26711500000000005 0.24099500000000004 0.0031350000000000002 -0.42946499999999993 -0.050194999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 12 11 -2 9 15 -6 16 22 -14 -15 -9 -1 18 19 -18 24 23 -5 -13 -19 -22 -20
right_child=7 2 -4 5 10 -7 -8 8 -10 -11 -12 21 13 14 -16 -17 17 20 26 -21 25 -23 -24 -25 -26 -27 -28
leaf_value=0.029902973477642578 0.024555628283036021 0.029187378674933154 0.019978264656984209 0.033003356660491423 0.026488377043095521 0.026807398791585869 0.034774305449978164 0.024684250391177796 0.016972704202598016 0.019505017456948374 0.023060569460725749 0.031363134187184082 0.031997056927380016 0.030269756140962282 0.027371011219859111 0.021679202426349901 0.032216443627281405 0.031788331421249115 0.031463894264375507 0.030905666871268229 0.030978000016119209 0.029150314569431113 0.031170561035571628 0.02988800945310939 0.030840752646773471 0.029754588760116947 0.030095285215862123
leaf_weight=94 54 60 63 54 84 59 67 63 66 68 88 64 53 113 55 62 926 167 54 97 59 88 59 57 121 97 59
leaf_count=94 54 60 63 54 84 59 67 63 66 68 88 64 53 113 55 62 926 167 54 97 59 88 59 57 121 97 59
internal_value=0 0.0305403 0.0277457 0.0285286 0.0258864 0.0300884 0.0315263 0.0213158 0.0206403 0.0218943 0.0247348 0.0314108 0.0306679 0.0299628 0.0293209 0.0231939 0.0315832 0.0316832 0.0319586 0.0320922 0.0309783 0.0300293 0.0320466 0.0306684 0.0313903 0.0302174 0.0307495
internal_weight=0 2638 688 625 232 393 1950 313 259 193 172 1883 334 221 168 125 1674 1580 1136 1023 444 209 113 121 288 156 113
internal_count=2951 2638 688 625 232 393 1950 313 259 193 172 1883 334 221 168 125 1674 1580 1136 1023 444 209 113 121 288 156 113
is_linear=0
shrinkage=0.00219685


Tree=356
num_leaves=26
num_cat=0
split_feature=4 3 3 123 11 3 12 3 123 156 15 15 11 12 3 4 4 3 4 133 3 3 484 3 4
split_gain=2492.31 976.428 558.176 197.5 123.789 157.054 99.8759 95.9831 82.4605 68.8276 67.087 103.993 60.672 56.0732 30.6294 29.319 28.1671 16.24 14.9417 14.1821 8.65759 6.53177 5.45184 5.0244 3.12397
threshold=0.31392000000000003 -0.06656999999999999 0.28833000000000003 0.081180000000000016 1.0000000180025095e-35 -0.13827999999999999 0.13642500000000005 0.31395500000000004 0.086020000000000013 0.089540000000000022 0.025430000000000005 -0.034094999999999993 0.086175000000000015 0.091290000000000024 -0.0088549999999999983 -0.080584999999999976 0.48395000000000005 -0.096099999999999977 -0.0005399999999999999 0.087720000000000006 -0.081224999999999978 -0.097199999999999995 -0.0017549999999999998 -0.074084999999999998 -0.0058699999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 5 -1 9 8 16 10 11 -3 -6 17 -5 21 -2 -7 22 20 -19 -15 -17 -20 -21
right_child=7 2 -4 14 12 13 -8 -9 -10 -11 -12 -13 -14 15 -16 18 -18 19 23 24 -22 -23 -24 -25 -26
leaf_value=0.007231748062531641 0.0059050443165631758 0.009562973651497891 0.0013889641167531678 0.0051001517060076541 0.014650921178048544 0.010394536764370113 0.0063825658098631399 0.00075975011985100662 0.0020719995257061784 0.011615256386678444 0.011034225020300655 0.0063750029864201802 0.011791029125874453 0.010950632094892358 0.0073085848737941038 0.01131158996590108 0.0040456356966609751 0.011800159403849498 0.010048954713821154 0.011139144465406177 0.011251388324200697 0.012031130529709366 0.010494794150964545 0.0092018407306288137 0.010483316921343869
leaf_weight=58 82 195 63 72 73 76 56 59 79 79 84 76 87 52 63 52 93 568 129 155 214 73 305 54 54
leaf_count=58 82 195 63 72 73 76 56 59 79 79 84 76 87 52 63 52 93 568 129 155 214 73 305 54 54
internal_value=0 0.0103126 0.00794551 0.00860637 0.0111477 0.0109736 0.00928833 0.00341548 0.00403226 0.00966321 0.00922874 0.00866902 0.013096 0.0110989 0.00613094 0.0105717 0.00491704 0.0114274 0.0103378 0.0115066 0.01165 0.0115818 0.0106138 0.00979912 0.0109698
internal_weight=0 2638 688 625 1950 1790 490 313 254 434 355 271 160 1732 135 665 175 1067 540 991 782 125 357 183 209
internal_count=2951 2638 688 625 1950 1790 490 313 254 434 355 271 160 1732 135 665 175 1067 540 991 782 125 357 183 209
is_linear=0
shrinkage=0.00231091


Tree=357
num_leaves=30
num_cat=0
split_feature=1 2 9 2 1 123 1 150 2 2 2 13 2 160 1 159 401 151 52 52 2 1 159 52 13 13 402 402 43
split_gain=1728.5 390.064 239.052 115.933 118.09 121.985 97.6689 108.678 88.4658 85.6735 37.0105 40.8684 34.861 33.5544 24.9287 23.6309 17.7442 11.2265 10.9766 11.3366 10.9546 7.26973 7.1357 11.6227 7.0567 5.16921 4.73068 3.07652 1.88705
threshold=0.10398500000000001 0.12026500000000001 -1.0000000180025095e-35 0.13084500000000002 0.089625000000000024 1.0000000180025095e-35 0.13130500000000003 0.082085000000000019 0.10605000000000002 0.25063000000000007 0.097005000000000022 -0.13871999999999998 0.090485000000000024 -0.06146999999999999 0.11378500000000001 0.082975000000000007 0.078330000000000025 0.055120000000000009 0.057445000000000003 -0.42058999999999996 0.08784500000000002 0.090820000000000012 -0.039509999999999997 0.11422000000000002 -0.074349999999999986 -0.080624999999999988 0.10803500000000001 0.084920000000000009 -0.06512999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 12 7 8 14 13 11 -1 21 -3 -4 18 17 20 19 -12 -13 -6 -20 -24 -15 -23 27 -18 -27
right_child=1 9 6 -5 5 -7 -8 -9 -10 -11 15 16 -14 24 -16 -17 26 -19 22 -21 -22 25 23 -25 -26 28 -28 -29 -30
leaf_value=0.014851440651930109 0.00088617605101180342 0.0043266092446914957 0.01363452312754509 0.0063492233089147421 0.012257588520601406 0.0047886403941145451 0.0038557414280024709 0.0047360805150581213 0.0075422381149183593 -0.0023255228347292614 0.010885239136752621 0.012155163546846608 0.0086904656009479768 0.0022603484219547521 0.010562745089297458 0.012664465029253483 0.012844833978505507 0.010235532549949225 0.012081297565909938 0.0088804662987431986 0.011465999358473547 0.0098965814471261033 0.011657351608983214 0.0093361837206591344 0.00050169775065896582 0.01156870006536829 0.012205516304908718 0.0140292615515736 0.010816700737788213
leaf_weight=61 66 76 56 56 53 52 55 60 101 57 58 664 99 52 75 69 55 54 53 84 487 56 53 52 59 70 60 54 104
leaf_count=61 66 76 56 56 53 52 55 60 101 57 58 664 99 52 75 69 55 54 53 84 487 56 53 52 59 70 60 54 104
internal_value=0 0.00489481 0.00695499 0.0112943 0.011418 0.00978838 0.00810918 0.00891021 0.00998957 0.00140755 0.01181 0.0120629 0.0104689 0.00254564 0.0118762 0.0108265 0.011939 0.0117907 0.0104036 0.00969958 0.0118636 0.0110909 0.0110361 0.0105082 0.0013259 0.0108219 0.0129968 0.013432 0.0111194
internal_weight=0 657 413 2294 2238 434 347 292 232 244 1804 1435 382 187 131 369 1374 1205 300 142 1151 283 158 105 111 230 169 109 174
internal_count=2951 657 413 2294 2238 434 347 292 232 244 1804 1435 382 187 131 369 1374 1205 300 142 1151 283 158 105 111 230 169 109 174
is_linear=0
shrinkage=0.00347852


Tree=358
num_leaves=28
num_cat=0
split_feature=1 2 3 2 2 2 2 11 2 0 1 123 3 1 3 13 43 13 475 3 52 43 2 43 1 0 0
split_gain=2315.9 633.78 255.066 168.002 143.812 129.055 115.117 93.5859 65.1407 72.6885 57.2839 41.6355 40.352 38.6029 34.8314 34.685 20.6806 20.3625 27.7673 26.0211 15.916 15.2848 13.6201 11.389 10.3915 4.41959 3.69448
threshold=0.10398500000000001 0.12026500000000001 -0.026279999999999998 0.095850000000000005 -1.0000000180025095e-35 -0.0098549999999999974 0.25063000000000007 1.0000000180025095e-35 0.13084500000000002 -0.13955999999999996 0.11849500000000002 0.089295000000000013 0.093925000000000022 0.11039500000000001 0.11745500000000002 -0.088294999999999985 0.0052850000000000006 -0.089359999999999981 -0.066239999999999979 -0.054399999999999997 0.042815000000000006 0.090280000000000013 0.09167500000000002 0.060690000000000008 0.087545000000000026 -0.083274999999999988 -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
left_child=3 2 10 5 -4 -1 11 12 9 -5 13 15 16 -2 -6 -3 22 -11 -19 20 -20 23 24 -18 -7 -24 -23
right_child=1 6 4 8 14 7 -8 -9 -10 17 -12 -13 -14 -15 -16 -17 21 18 19 -21 -22 26 25 -25 -26 -27 -28
leaf_value=0.0097957829504755189 0.011216745379435069 0.0029480523749445429 0.0036667947194899322 0.0093056198743351679 0.010366206358047331 0.014521349935804929 -0.0011146489957965791 0.01767237726056332 0.0087932051216882915 0.011034710662691627 0.0092176580214783504 0.0015917272583796005 0.011293839821976083 0.014540661415608275 0.0070198804581940539 0.0061958031342051927 0.013331520214649204 0.015089526390998665 0.011457457632274369 0.014523717223769463 0.012979493871520045 0.014730373333517581 0.012720661193520302 0.011473199141255707 0.013816636404879644 0.013838379407033507 0.013532384590073747
leaf_weight=70 71 54 87 67 71 872 57 71 56 56 63 52 53 67 54 81 75 57 123 64 152 52 66 58 273 77 52
leaf_count=70 71 54 87 67 71 872 57 71 56 56 63 52 53 67 54 81 75 57 123 64 152 52 66 58 273 77 52
internal_value=0 0.00679747 0.00916605 0.0134786 0.00676487 0.0139698 0.00278821 0.0141469 0.0120101 0.0123571 0.0116985 0.00397803 0.0139883 0.0128308 0.00892086 0.00489695 0.0140819 0.0128094 0.0130603 0.012719 0.0122989 0.0132282 0.014239 0.0125214 0.0143534 0.0133227 0.0141317
internal_weight=0 657 413 2294 212 1719 244 1649 575 519 201 187 1578 138 125 135 1525 452 396 339 275 237 1288 133 1145 143 104
internal_count=2951 657 413 2294 212 1719 244 1649 575 519 201 187 1578 138 125 135 1525 452 396 339 275 237 1288 133 1145 143 104
is_linear=0
shrinkage=0.00313744


Tree=359
num_leaves=13
num_cat=0
split_feature=3 9 15 148 151 11 376 11 3 16 49 16
split_gain=159.51 117.568 67.2456 49.9107 72.9303 27.1665 32.1467 30.6354 23.9167 21.3803 20.542 10.1813
threshold=0.3148450000000001 -1.0000000180025095e-35 -0.40166999999999992 -0.065214999999999981 -0.083294999999999994 1.0000000180025095e-35 0.08400500000000001 0.089795000000000014 -0.13392999999999997 -0.4136149999999999 0.15038000000000004 -0.034004999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 -4 6 8 11 -5 -3 -10 -7
right_child=-2 2 3 5 -6 7 -8 -9 10 -11 -12 -13
leaf_value=0.00066217389965303008 -9.1201334701014459e-05 0.0053921831050519706 0.0080090132762999679 0.0038048280051683346 0.00076217511062108979 0.0091389252855322289 0.0034429174983728428 0.0065319752690133044 0.0073121516464221322 0.0013621650065767166 0.0041607258539836135 0.012203400370025133
leaf_weight=80 91 67 66 53 76 53 61 73 2152 67 54 58
leaf_count=80 91 67 66 53 76 53 61 73 2152 67 54 58
internal_value=0 0.00669011 0.00686356 0.00704008 0.0041308 0.00720504 0.00705701 0.00907121 0.00715458 0.00337758 0.00723503 0.0107407
internal_weight=0 2860 2780 2646 142 2504 2320 184 2259 134 2206 111
internal_count=2951 2860 2780 2646 142 2504 2320 184 2259 134 2206 111
is_linear=0
shrinkage=0.00504286


Tree=360
num_leaves=32
num_cat=0
split_feature=1 3 1 12 13 1 1 43 3 12 13 15 0 49 12 15 1 3 49 0 15 1 3 133 42 133 0 43 403 3 3
split_gain=2103.84 324.619 260.141 220.062 174.725 132.135 118.095 93.1641 83.4372 82.9036 58.4572 57.342 55.6482 44.3409 36.1388 36.0415 29.1684 72.7687 34.9973 29.867 20.714 14.9695 37.1784 11.7481 11.058 8.85049 7.07683 7.07484 5.01855 3.90209 2.8617
threshold=0.10921500000000002 -0.049204999999999992 0.090485000000000024 0.085845000000000019 -0.00027999999999999998 0.14860500000000001 0.12313000000000002 -0.06372499999999999 0.31351000000000001 0.095450000000000021 -0.14258499999999999 -0.13843999999999998 -0.074679999999999983 -0.034759999999999992 0.11878500000000002 -0.080264999999999989 0.080320000000000016 -0.088084999999999983 0.092515000000000014 -0.11214999999999999 -0.013084999999999998 0.085410000000000014 -0.024819999999999998 0.08955500000000001 -1.0000000180025095e-35 0.083645000000000011 0.035525000000000008 -1.0000000180025095e-35 -0.059524999999999988 -0.08916499999999998 -0.07792499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 9 4 -4 7 15 12 11 10 -1 -9 -3 -6 24 -2 18 -18 19 -12 -5 -19 -23 -21 29 -20 28 -26 -22 -11 -30
right_child=1 5 3 20 13 -7 -8 8 -10 14 16 -13 -14 -15 -16 -17 17 21 25 23 26 22 -24 -25 27 -27 -28 -29 30 -31 -32
leaf_value=0.014143204287183058 0.0077301355158239009 0.00076404287621028276 0.0046582137116973309 0.0095945417965801784 0.0075043707655027252 -4.9471356557649103e-05 0.0049867697005672468 0.0048432462404176752 0.0030471236563839274 0.011548839800892028 0.013623785283688492 0.0083365143441920253 0.0043416007275680112 0.010539101836244675 0.0084076630826608149 0.010518408472718089 0.0079301399425593458 0.01251129588785411 0.0097647439466039612 0.01181929633995726 0.01145729814077397 0.0117603935808242 0.0093354015502473773 0.011112538495465207 0.010533854421377515 0.010988604074932086 0.011874018354241659 0.0093900819021417795 0.010040781630456276 0.010689752114370711 0.010866677307146813
leaf_weight=54 53 57 96 92 56 52 61 58 61 57 55 67 58 74 65 73 52 52 66 752 52 125 63 198 80 98 53 66 53 96 62
leaf_count=54 53 57 96 92 56 52 61 58 61 57 55 67 58 74 65 73 52 52 66 752 52 125 63 198 80 98 53 66 53 96 62
internal_value=0 0.00518522 0.0107981 0.00922159 0.0072893 0.00373428 0.00792401 0.00438805 0.00551282 0.0112495 0.0115143 0.00671586 0.00256862 0.00923204 0.0101471 0.00934578 0.0114171 0.0106891 0.0115989 0.0117789 0.0106212 0.0112868 0.0109479 0.011672 0.0105252 0.0104962 0.0110504 0.010017 0.0107888 0.01101 0.0104863
internal_weight=0 540 2417 538 226 353 187 301 186 1879 1515 125 115 130 364 126 1461 292 1169 1005 312 240 188 950 299 164 220 146 167 153 115
internal_count=2957 540 2417 538 226 353 187 301 186 1879 1515 125 115 130 364 126 1461 292 1169 1005 312 240 188 950 299 164 220 146 167 153 115
is_linear=0
shrinkage=0.00257087


Tree=361
num_leaves=16
num_cat=0
split_feature=2 4 2 376 0 2 43 457 2 0 12 12 51 15 52
split_gain=164.264 60.7919 60.7033 33.1867 24.1645 22.2657 17.6925 17.6153 45.7596 21.3115 17.3803 16.6285 16.2698 11.0666 7.38823
threshold=0.12026500000000001 0.31392000000000003 0.16730000000000003 0.076485000000000011 -0.074904999999999985 -0.080104999999999996 -0.23933499999999996 0.081330000000000013 0.090990000000000015 -0.15651999999999996 -1.0000000180025095e-35 0.095815000000000011 -0.04448499999999999 -0.46483499999999994 0.060690000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -2 -1 11 9 -9 -8 -11 -7 -6 -3 -14
right_child=2 13 -4 -5 12 6 7 8 -10 10 -12 -13 14 -15 -16
leaf_value=0.010370719508126602 0.0016813741447849807 0.0049873923757025448 -0.0017696953344152218 0.0036378662847049372 0.0072600092515113304 0.010720712901836873 0.0093333131848061281 0.0073813571057424459 0.00087601075284911116 0.0041452644610649406 0.0068011106958684783 0.0069135510257693055 0.0023125660819708163 0.0022874659985657789 0.0051783097809178962
leaf_weight=52 100 80 73 94 60 63 93 78 52 74 1867 70 52 97 52
leaf_count=52 100 80 73 94 60 63 93 78 52 74 1867 70 52 97 52
internal_value=0 0.006548 0.00256436 0.00676822 0.00376301 0.00689347 0.00681472 0.00669776 0.00477966 0.00682032 0.00669989 0.00871737 0.00503196 0.0035081 0.00374599
internal_weight=0 2620 337 2443 264 2349 2297 2164 130 2034 1941 133 164 177 104
internal_count=2957 2620 337 2443 264 2349 2297 2164 130 2034 1941 133 164 177 104
is_linear=0
shrinkage=0.00537052


Tree=362
num_leaves=26
num_cat=0
split_feature=4 3 3 43 3 39 0 4 10 12 3 43 3 15 15 3 0 0 16 16 15 47 3 12 3
split_gain=4067.01 942.873 543.938 526.653 138.159 161.995 136.663 117.019 95.9462 86.4322 78.1734 77.5213 77.1337 69.4682 66.9179 58.0416 57.4397 49.6874 47.2637 39.4661 33.8777 81.6624 23.4522 17.6962 11.7736
threshold=0.31392000000000003 -0.066789999999999974 0.28833000000000003 -0.035884999999999993 0.31395500000000004 0.088025000000000006 -0.14867499999999997 0.053330000000000009 -1.0000000180025095e-35 0.081685000000000021 -0.14186499999999996 -0.116045 0.11745500000000002 -0.43091499999999999 -0.068309999999999996 -0.011259999999999997 -0.069414999999999991 -0.096849999999999978 0.46043000000000006 -0.12080999999999999 -1.0000000180025095e-35 0.07813500000000001 -0.086504999999999985 0.090285000000000018 -0.0066499999999999988
decision_type=2 2 2 2 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 13 -1 9 -3 -8 18 -10 15 -2 -13 -5 17 -12 -11 23 21 -17 -18 -9 -7
right_child=4 2 -4 12 -6 24 7 19 11 10 16 14 -14 -15 -16 20 22 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.016604882748308049 0.007658949780544654 0.0052942534297143913 0.0031160494241163511 0.011064267717031746 0.00098956929021254327 0.0033078022305939917 0.010389083444069786 0.013211784349860799 0.010902014569110562 0.016643584547065316 0.011153287222874257 0.005801912675208242 0.0096912218557699027 0.0047749245730910094 0.0093229835463487076 0.011118696692117817 0.010624409789453063 0.013393181858756294 0.013772967349911866 0.010420285370012423 0.014147183079059225 0.014648446177645501 0.012511216770433774 0.011444138236628588 0.0018096960522412744
leaf_weight=55 77 56 53 92 61 52 53 59 54 53 52 53 54 93 56 88 53 1324 64 100 102 53 90 56 54
leaf_count=55 77 56 53 92 61 52 53 59 54 53 52 53 54 93 56 88 53 1324 64 100 102 53 90 56 54
internal_value=0 0.0123324 0.0100139 0.0106152 0.00404747 0.00472322 0.0131147 0.0130139 0.00783035 0.0132125 0.013304 0.0087015 0.0121829 0.00608136 0.00761112 0.0125845 0.0131677 0.0133086 0.0150735 0.0114532 0.01316 0.0124457 0.0118121 0.0123512 0.00254484
internal_weight=0 2620 661 608 337 276 1959 1904 219 1689 1636 163 389 170 109 335 1519 1376 117 215 243 141 143 115 106
internal_count=2957 2620 661 608 337 276 1959 1904 219 1689 1636 163 389 170 109 335 1519 1376 117 215 243 141 143 115 106
is_linear=0
shrinkage=0.00224485


Tree=363
num_leaves=20
num_cat=0
split_feature=1 49 3 14 2 1 484 49 12 49 1 43 2 16 1 3 52 16 16
split_gain=153.223 42.7013 41.3637 37.9276 35.5147 36.8858 47.9372 40.8671 29.6742 29.2041 22.7957 23.9827 18.8143 12.3942 10.0868 9.3498 8.19697 6.27994 4.25946
threshold=0.11690500000000002 -0.038669999999999989 0.11745500000000002 0.073890000000000011 0.13501500000000002 0.080320000000000016 0.062930000000000014 -0.014479999999999998 0.081320000000000017 -0.087529999999999983 0.14228000000000005 -0.034774999999999993 -0.021469999999999996 0.19384500000000002 0.12801500000000002 -0.079634999999999997 -0.011499999999999998 -0.095724999999999991 -0.049824999999999994
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 8 7 9 18 -7 11 14 -9 16 -3 -15 -10 -13 -1
right_child=1 10 -4 -5 -6 6 -8 12 13 -11 -12 17 -14 15 -16 -17 -18 -19 -20
leaf_value=0.0077375181888925766 -0.0012877208397301561 0.0037386812494873767 0.0021086193284125488 0.0090378609513425464 0.0014930309547688647 0.0063706132626189411 0.0015569422591727102 0.0087535730454480782 0.0068781818914736594 0.0019257618980226007 0.00090337696172451893 0.0043420588570035413 0.0056303039137157859 0.0057401590465622149 0.00072882039945209177 0.0030791460771394386 0.0059075292932425135 0.0067867614918321684 0.0097748287158198593
leaf_weight=52 72 57 83 83 52 52 97 53 287 130 92 52 572 73 55 61 928 54 52
leaf_count=52 72 57 83 83 52 52 97 53 287 130 92 52 572 73 55 61 928 54 52
internal_value=0 0.00218853 0.00559003 0.00570597 0.00559115 0.00568154 0.00488643 0.00528656 0.00617618 0.00319601 0.00299609 0.003879 0.00589524 0.0059772 0.0022611 0.0045292 0.00613686 0.00558798 0.00875669
internal_weight=0 382 2575 2492 2409 2357 904 807 1453 182 310 218 625 1349 112 134 1215 106 104
internal_count=2957 382 2575 2492 2409 2357 904 807 1453 182 310 218 625 1349 112 134 1215 106 104
is_linear=0
shrinkage=0.00501155


Tree=364
num_leaves=29
num_cat=0
split_feature=2 2 2 2 150 16 43 16 16 2 133 481 42 13 16 47 2 13 2 457 2 1429 16 42 43 42 1446 16
split_gain=2144.05 963.97 381.628 377.946 287.556 198.317 179.378 113.96 90.6174 54.7233 47.4022 41.7894 40.8227 35.6511 35.533 34.4606 43.5277 32.471 30.4249 28.4664 21.7948 23.0278 20.5281 18.7913 16.2781 5.85663 5.48501 0.268472
threshold=0.12026500000000001 -1.0000000180025095e-35 0.10052500000000002 0.16730000000000003 0.082085000000000019 -0.059289999999999995 -0.049999999999999996 0.061775000000000004 0.092980000000000021 0.10449000000000001 0.052120000000000007 -0.0085599999999999982 0.084360000000000004 -0.0012399999999999998 -0.057034999999999995 0.11224000000000002 0.089945000000000011 -0.071104999999999988 0.11454500000000002 0.0033050000000000002 0.072175000000000017 0.084690000000000015 0.0071000000000000013 0.087120000000000017 -1.0000000180025095e-35 0.083725000000000008 0.089150000000000021 0.63086500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 11 7 8 12 -7 10 9 -4 17 23 -1 -10 18 16 20 -2 -11 22 24 -22 -18 25 -13 -3 -25 -15
right_child=3 2 4 -5 -6 6 -8 -9 13 14 -12 15 -14 27 -16 -17 19 -19 -20 -21 21 -23 -24 26 -26 -27 -28 -29
leaf_value=0.0033143104799775768 0.0037383072354328587 0.015721907334829116 0.012682482374808636 0.00037410988866522275 0.0061557183661820917 0.0066696265095746235 0.013137475549295631 0.0096061559985887515 0.01158459172083413 0.011779395636913196 0.0079421270535315544 0.013415392458339259 0.0064224792721463732 0.014172450102184186 0.0081508742953034889 0.011612962062276617 0.012508403275585478 0.0062577977568492515 0.0092379851711560396 0.010856040981514284 0.013960435363213305 0.012206339620108395 0.013828295284095278 0.013019843864451213 0.0122409763300906 0.014594149731777516 0.014202737681428759 0.01386346460916681
leaf_weight=55 63 54 65 73 73 60 53 76 63 71 53 287 56 54 52 81 277 72 55 52 715 53 108 53 107 72 52 52
leaf_count=55 63 54 65 73 73 60 53 76 63 71 53 287 56 54 52 81 277 72 55 52 715 53 108 53 107 72 52 52
internal_value=0 0.012396 0.012871 0.00553263 0.0108417 0.0073147 0.00970346 0.00695893 0.0116719 0.0106696 0.00588863 0.0133861 0.00488264 0.013113 0.00993442 0.0132454 0.0133281 0.00508224 0.0106703 0.0126381 0.0135875 0.0138394 0.0128787 0.0144088 0.0130965 0.0150777 0.0136059 0.0140211
internal_weight=0 2620 2396 337 485 224 113 264 412 243 188 1911 111 169 178 1680 1599 135 126 437 1162 768 385 231 394 126 105 106
internal_count=2957 2620 2396 337 485 224 113 264 412 243 188 1911 111 169 178 1680 1599 135 126 437 1162 768 385 231 394 126 105 106
is_linear=0
shrinkage=0.00256124


Tree=365
num_leaves=25
num_cat=0
split_feature=3 1 130 3 15 2 3 12 2 16 12 3 12 51 1 52 148 2 3 16 12 12 401 15
split_gain=146.113 65.3998 52.3133 45.7713 30.2966 32.5442 46.5141 59.8309 37.0829 26.7761 25.5255 17.3434 17.2073 15.6785 26.831 16.6361 13.309 11.9257 16.0776 16.0292 13.981 10.9235 7.7185 6.862
threshold=0.3148450000000001 0.095920000000000019 -0.076894999999999977 -0.15288999999999997 0.11635000000000001 1.0000000180025095e-35 0.076825000000000018 -0.087384999999999977 -1.0000000180025095e-35 -0.090614999999999987 0.11878500000000002 0.13772500000000001 0.093740000000000004 0.078960000000000016 0.085720000000000005 0.31351000000000001 -0.084284999999999985 0.091525000000000009 -0.020049999999999995 -0.39761999999999992 0.082425000000000012 0.096425000000000025 0.081905000000000019 0.087670000000000012
decision_type=2 2 2 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 21 5 8 7 -7 9 -5 13 -8 -10 16 15 23 -1 18 22 -19 -21 -4 -18 -15
right_child=-2 2 3 4 -6 6 11 -9 12 -11 -12 -13 -14 14 -16 -17 17 19 -20 20 -22 -23 -24 -25
leaf_value=0.007735163890050383 -0.0013625835996762766 -0.0011883773489688783 0.0080092702095825412 0.0043510360728307024 0.0065130607133554582 0.0032682439876004685 0.0050186171368645591 -0.0033760042358947123 0.0077417951638932862 -0.0005147734248573193 0.0019263020823431047 0.001527000840374001 0.0043889165625918885 0.0064951366479624748 0.0009301579167097973 0.0025004629498652452 0.0051931962181866595 0.0066019842995236194 0.0073877456663949846 0.0024785551936387391 0.0046891848758689701 0.0049588656319059683 0.0064603239349940991 0.0042760029804357726
leaf_weight=53 101 55 61 52 60 58 84 73 55 56 60 57 109 93 53 53 941 84 101 84 366 52 131 52
leaf_count=53 101 55 61 52 60 58 84 73 55 56 60 57 109 93 53 53 941 84 101 84 366 52 131 52
internal_value=0 0.00461418 0.00340083 0.00375293 0.00321908 0.00285567 0.0016609 -0.000433878 0.00405026 0.00182754 0.00506645 0.00360748 0.00551368 0.00516011 0.00401745 0.00484358 0.00532304 0.00524811 0.00552376 0.00464253 0.00427665 0.00660601 0.00534809 0.00569967
internal_weight=0 2843 772 717 604 544 272 131 272 108 2071 141 164 2011 251 198 1760 1707 1173 534 450 113 1072 145
internal_count=2944 2843 772 717 604 544 272 131 272 108 2071 141 164 2011 251 198 1760 1707 1173 534 450 113 1072 145
is_linear=0
shrinkage=0.00488349


Tree=366
num_leaves=31
num_cat=0
split_feature=1 3 2 2 2 2 2 2 11 40 2 4 2 2 52 52 1 4 42 42 3 4 3 16 16 3 52 3 3 13
split_gain=5461.57 939.928 463.957 378.924 367.075 265.06 247.039 187.449 148.425 136.965 104.149 95.1753 80.1023 66.3532 50.1394 87.2418 41.9373 41.8261 39.022 80.0853 33.4023 25.8314 23.8178 23.3123 22.7237 21.2301 18.4188 13.5165 8.68034 4.07737
threshold=0.10423500000000001 -0.055389999999999988 0.11504500000000002 0.14253500000000002 0.095850000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10584500000000001 1.0000000180025095e-35 -0.027374999999999997 0.12860500000000002 -0.013125 0.089795000000000014 0.17553000000000005 0.047345000000000005 -0.090304999999999983 0.085345000000000018 -0.014854999999999998 0.083385000000000015 -0.024804999999999997 0.0098450000000000013 -0.17568999999999999 -0.029394999999999998 -0.090614999999999987 0.014185000000000001 0.14029000000000003 -0.081164999999999987 -0.073984999999999981 -0.082439999999999986 -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 2 2 2 2 2
left_child=4 2 17 6 5 -1 -3 -8 12 -6 11 21 16 -5 15 -13 22 -2 19 -14 -9 -11 24 -18 -7 -22 -25 -23 -20 -30
right_child=1 3 -4 13 9 8 7 20 -10 10 -12 14 18 -15 -16 -17 23 -19 28 -21 25 27 -24 26 -26 -27 -28 -29 29 -31
leaf_value=0.031812440603740118 0.035265234846944625 0.023066288617817763 0.02614196327515636 0.022863136512671509 0.030088875757823562 0.036809539875975482 0.032061553259001493 0.024986931483657548 0.039760791707219557 0.036806883412809403 0.030712571057888924 0.034759412144870286 0.035505904753466877 0.018871598377770346 0.034740825730318718 0.03044696863730572 0.03418513169312639 0.032637502446396301 0.036615365574449388 0.0314830013676662 0.028364416257502426 0.035709497933668899 0.038476025684598555 0.037382712588723596 0.03515872839220132 0.026188641560693327 0.035755820393621199 0.034179171987412993 0.035780737582145117 0.034841313959974612
leaf_weight=90 67 102 78 55 61 682 53 58 78 83 52 53 86 54 93 73 53 98 58 52 64 87 52 55 60 55 287 69 83 53
leaf_count=90 67 102 78 55 61 682 53 58 78 83 52 53 86 54 93 73 53 98 58 52 64 87 52 55 60 55 287 69 83 53
internal_value=0 0.0272428 0.0312773 0.0250197 0.0354815 0.0360803 0.0263767 0.0278447 0.0363205 0.0337102 0.0341432 0.0345327 0.0361441 0.0208859 0.0333143 0.0322612 0.0364544 0.0337047 0.0350326 0.0339902 0.0265819 0.035649 0.036794 0.0357717 0.0366761 0.027359 0.0360175 0.0350328 0.0357739 0.0354148
internal_weight=0 684 243 441 2260 1689 332 230 1599 571 510 458 1521 109 219 126 1189 165 332 138 177 239 794 395 742 119 342 156 194 136
internal_count=2944 684 243 441 2260 1689 332 230 1599 571 510 458 1521 109 219 126 1189 165 332 138 177 239 794 395 742 119 342 156 194 136
is_linear=0
shrinkage=0.00255448


Tree=367
num_leaves=24
num_cat=0
split_feature=1 1 12 39 1 3 4 0 12 4 3 3 4 39 4 3 4 11 11 0 3 158 12
split_gain=3107.7 608.186 492.071 202.595 186.124 108.538 170.304 142.487 95.5147 92.5228 83.4848 61.6126 57.7853 53.4631 52.1958 45.3543 37.6359 29.2682 29.1381 71.7769 23.4693 15.275 15.633
threshold=0.10423500000000001 0.13546500000000003 0.088365000000000013 0.055555000000000007 0.09258000000000001 0.088880000000000015 -0.019794999999999997 -0.14259999999999998 0.11755500000000001 0.11321500000000001 0.3148450000000001 0.040040000000000006 0.0051950000000000008 1.0000000180025095e-35 0.42405000000000009 0.143375 -0.033649999999999992 0.07677500000000001 1.0000000180025095e-35 -0.029849999999999998 -0.0091399999999999988 0.078875000000000015 0.096675000000000025
decision_type=2 2 2 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 7 -7 17 12 16 14 13 18 -2 -3 -13 -4 -1 19 -9 -15 22 -14
right_child=1 10 9 4 -6 6 -8 8 -10 -11 -12 15 21 20 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.012550531796426782 0.0026784363231169566 0.0050586235372703297 0.012257851174619279 0.010764598931418337 0.0054663879692911999 0.011815017706615352 0.0067558433050857727 0.011402925155285046 0.0085264555772491032 0.0074107547292329634 0.00077683063656895461 0.007529487995326177 0.010386391694001736 0.006141254259055394 0.0022017188676337423 0.0049671946870060218 0.0098706250428561137 0.014820319410795559 0.012793867027565567 0.008903673183029889 0.0042008336474418598 0.011257473842063917 0.0090690948888313364
leaf_weight=53 53 61 52 67 58 60 65 1465 64 52 78 77 135 67 59 56 77 54 65 56 52 56 62
leaf_count=53 53 61 52 67 58 60 65 1465 64 52 78 77 135 67 59 56 77 54 65 56 52 56 62
internal_value=0 0.00571916 0.00702215 0.0109859 0.00830641 0.0111428 0.00918443 0.0112645 0.0111278 0.00985001 0.00252079 0.0053439 0.0112183 0.00448785 0.00365417 0.0064508 0.0108331 0.0136962 0.0113717 0.0113109 0.00529353 0.0102566 0.00997193
internal_weight=0 684 486 2260 125 2135 125 2010 1903 181 198 305 1839 172 120 133 129 107 1586 1521 119 253 197
internal_count=2944 684 486 2260 125 2135 125 2010 1903 181 198 305 1839 172 120 133 129 107 1586 1521 119 253 197
is_linear=0
shrinkage=0.00216485


Tree=368
num_leaves=10
num_cat=0
split_feature=3 97 39 14 0 49 124 1420 14
split_gain=128.904 46.4923 38.7471 29.0844 48.3835 62.7264 30.3962 20.8217 18.8313
threshold=0.3148450000000001 -0.049229999999999996 0.10189000000000001 -0.13131999999999996 -0.22480499999999998 -0.042254999999999994 -0.080429999999999988 -0.080629999999999993 0.076450000000000004
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -6 -8 -9
right_child=-2 2 -4 4 6 -7 7 8 -10
leaf_value=0.0013921966441793536 -0.00028550989785028596 0.0084770242534472195 0.0024802030419615083 0.00582294207590516 0.0029027668778487041 -0.0016057791977786332 0.0086493892252097453 0.005534008083865379 0.0079699546691928743
leaf_weight=70 101 77 103 56 97 52 55 2255 78
leaf_count=70 101 77 103 56 97 52 55 2255 78
internal_value=0 0.00531364 0.00541261 0.00552571 0.00543805 0.00224567 0.00557677 0.00568537 0.00561547
internal_weight=0 2843 2773 2670 2593 108 2485 2388 2333
internal_count=2944 2843 2773 2670 2593 108 2485 2388 2333
is_linear=0
shrinkage=0.00487087


Tree=369
num_leaves=28
num_cat=0
split_feature=4 2 12 13 2 2 2 2 12 2 4 41 2 10 4 0 160 16 0 12 4 155 0 16 475 133 4
split_gain=2210.88 796.047 468.492 189.659 177.742 128.436 254.439 101.841 101.148 72.6196 69.7388 57.1446 52.6291 50.4513 49.2922 49.0332 26.2071 70.2637 25.5356 19.2337 22.5499 19.1402 26.2894 17.4595 15.6387 12.0627 9.30637
threshold=0.31392000000000003 0.13388500000000003 0.056995000000000011 -0.00027999999999999998 0.14019000000000004 -0.0098549999999999974 0.097005000000000022 0.10433000000000002 0.093125000000000013 0.15305000000000002 -0.15615999999999999 0.075585000000000013 0.087865000000000013 0.057650000000000007 -0.0072149999999999992 -0.11327499999999999 -0.068619999999999987 -0.53117499999999984 -0.079249999999999987 0.086315000000000017 -0.084384999999999988 0.11245500000000001 -0.05461499999999999 -0.066844999999999988 -0.085684999999999997 0.089180000000000023 -0.068809999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 13 -1 -7 10 11 -3 -5 15 -12 16 18 -4 -2 -18 26 24 -21 22 -20 -16 -17 -25 -10
right_child=4 9 8 7 -6 6 -8 -9 14 -11 12 -13 -14 -15 23 19 17 -19 21 20 -22 -23 -24 25 -26 -27 -28
leaf_value=0.005404242457004574 0.0087042827492908766 0.0078907821755260441 0.011236248192108599 0.015269930065624351 0.0021969516046006963 0.014263133819146869 0.0074384728015307556 0.0090544539970167318 0.014976398019153882 0.0039133194204700999 0.013174071909870813 0.016162336944359035 0.0098606873406461674 0.0042721336764513455 0.012500163227590733 0.015561981546311381 0.0081427905399491067 0.0043057432398334221 0.012887094277162973 0.014540730324805448 0.013365735084922253 0.014225499329128722 0.010945753544477174 0.011727496929326548 0.014063787481916784 0.010187401972022137 0.01343054064203263
leaf_weight=57 53 72 52 60 87 58 100 59 54 54 85 67 52 52 95 54 77 55 249 133 645 52 58 79 372 61 52
leaf_count=57 53 72 52 60 87 58 100 59 54 54 85 67 52 52 95 54 77 55 249 133 645 52 58 79 372 61 52
internal_value=0 0.0125428 0.012864 0.0105356 0.00536585 0.00874049 0.0099439 0.0120431 0.013406 0.00618638 0.0129381 0.0138278 0.0119166 0.00652899 0.0126088 0.0137033 0.00716321 0.00654423 0.0130983 0.0138098 0.0135666 0.0127675 0.0125204 0.0116403 0.0142538 0.0110567 0.0142183
internal_weight=0 2620 2494 471 324 215 158 256 2023 126 197 1323 137 237 700 1256 185 132 465 1204 778 359 307 235 426 140 106
internal_count=2944 2620 2494 471 324 215 158 256 2023 126 197 1323 137 237 700 1256 185 132 465 1204 778 359 307 235 426 140 106
is_linear=0
shrinkage=0.00259182


Tree=370
num_leaves=22
num_cat=0
split_feature=2 9 148 2 41 1452 39 42 484 39 484 474 160 43 160 42 51 42 2 2 2
split_gain=89.8934 67.1837 47.4349 36.3301 25.0545 19.9003 17.1724 17.0166 15.7622 20.4855 17.5957 14.6075 10.4866 9.28547 12.6904 8.58583 7.91197 8.3366 5.68419 4.48515 0.964739
threshold=0.10859000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.17730000000000004 0.088645000000000015 0.087675000000000017 0.098380000000000009 -1.0000000180025095e-35 0.087420000000000012 0.0047850000000000011 0.081380000000000022 0.084050000000000014 -0.075689999999999993 -0.16878999999999997 -0.072114999999999985 0.083825000000000024 -0.24397999999999997 0.096545000000000006 0.085075000000000026 0.11523000000000001 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
left_child=1 -1 -2 6 5 7 12 13 9 10 -9 15 -4 20 -15 -10 -14 19 -16 -18 -3
right_child=2 4 3 -5 -6 -7 -8 8 11 -11 -12 -13 16 14 18 -17 17 -19 -20 -21 -22
leaf_value=0.0010222224909202681 -0.0018723279846083922 0.01046863094131454 0.0037361285714009873 -0.0003554709546626517 0.002523294986176176 0.010363328730989057 0.0017243512513257688 0.0068362539623860238 0.011902962393465976 0.0031183492468348935 0.0030886770881829199 0.0057913806879325404 0.0083982442422528333 0.0051274486432147971 0.0088538321107739324 0.0083150541355055171 0.0063047580180427866 0.0079333039853072898 0.007374817800074835 0.0042773594141657647 0.0091650365304267734
leaf_weight=84 56 53 97 59 52 87 56 1171 53 78 59 58 62 77 218 69 82 60 252 122 52
leaf_count=84 56 53 97 59 52 87 56 1171 53 78 59 58 62 77 218 69 82 60 252 122 52
internal_value=0 0.0069004 0.00398801 0.00459814 0.00711703 0.00722426 0.00520844 0.00709661 0.00670132 0.00644561 0.00665655 0.0085591 0.00566952 0.00799863 0.00764816 0.00987432 0.00624458 0.00573852 0.00806098 0.00509264 0.00982372
internal_weight=0 2363 594 538 2279 2227 479 2140 1488 1308 1230 180 423 652 547 122 326 264 470 204 105
internal_count=2957 2363 594 538 2279 2227 479 2140 1488 1308 1230 180 423 652 547 122 326 264 470 204 105
is_linear=0
shrinkage=0.00669171


Tree=371
num_leaves=30
num_cat=0
split_feature=1 4 1 2 2 16 50 3 14 16 2 14 2 2 3 4 3 16 160 4 1 4 16 2 16 133 42 2 2
split_gain=1572.53 223.721 161.541 125.462 121.355 118.378 123.016 85.3056 60.1541 59.0076 45.2539 44.4155 43.0099 39.1864 23.6611 20.7228 26.6611 20.3726 11.8802 10.6388 10.4287 9.80874 9.42311 12.0237 8.45152 8.00155 4.96037 5.74621 0.767131
threshold=0.10921500000000002 0.27420500000000009 0.09518500000000002 0.12250500000000002 0.092250000000000013 0.31625000000000009 0.088865000000000013 -0.036264999999999992 -0.41992499999999994 -0.44388499999999992 0.13270000000000001 0.073890000000000011 1.0000000180025095e-35 0.12750000000000003 -0.12077499999999998 -0.0072149999999999992 -0.09738999999999999 -0.45743999999999996 -0.086854999999999988 -0.084384999999999988 0.11805500000000001 0.066300000000000012 0.0054050000000000009 0.089725000000000013 0.20277000000000003 0.11153 -0.036704999999999995 0.085325000000000012 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 2 2 2 2
left_child=2 3 4 7 11 6 12 20 -3 13 15 14 -4 -10 -1 16 -6 -17 -19 26 -2 -20 23 -21 25 -18 27 -16 -28
right_child=1 8 5 -5 10 -7 -8 -9 9 -11 -12 -13 -14 -15 19 17 24 18 21 22 -22 -23 -24 -25 -26 -27 28 -29 -30
leaf_value=0.0093696595769576698 0.010768973324084205 0.0058341245326415381 0.0080514706266990865 0.0044832232930359416 0.0090351391622878786 0.011584348224671344 0.01121251488526631 0.0063357104869755316 0.0052621659737904529 0.00096272704087928252 0.0074151988202251053 0.013095097433325259 0.0055769606324757174 0.0023220734989106645 0.011713474277003836 0.010823206277081528 0.011420285307425981 0.010097886711051978 0.0091665827711821819 0.011195643797085658 0.0090956169566726933 0.0077736904586162203 0.01020940496669597 0.010308727254968439 0.0099350911776093266 0.010230135804320702 0.012177672203832882 0.0105843072989532 0.011757083202346945
leaf_weight=57 52 70 102 86 74 78 59 83 75 67 52 78 95 55 70 61 146 61 113 778 53 52 99 125 57 55 55 59 90
leaf_count=57 52 70 102 86 74 78 59 83 75 67 52 78 95 55 70 61 146 61 113 778 53 52 99 125 57 55 55 59 90
internal_value=0 0.00545091 0.0104391 0.00712978 0.0107131 0.00873133 0.00786194 0.00834029 0.00372791 0.00297937 0.00978685 0.0111535 0.00685832 0.0040185 0.0110399 0.00998604 0.0104368 0.00946456 0.00909771 0.0111144 0.0099246 0.00872778 0.0109876 0.0110729 0.0108387 0.0110948 0.0115781 0.0111973 0.0119168
internal_weight=0 541 2416 274 2082 334 256 188 267 197 671 1411 197 130 1333 619 332 287 226 1276 105 165 1002 903 258 201 274 129 145
internal_count=2957 541 2416 274 2082 334 256 188 267 197 671 1411 197 130 1333 619 332 287 226 1276 105 165 1002 903 258 201 274 129 145
is_linear=0
shrinkage=0.00264456


Tree=372
num_leaves=25
num_cat=0
split_feature=4 3 16 160 3 40 3 4 3 14 0 131 10 16 16 15 16 15 0 4 16 16 133 49
split_gain=110.571 29.5351 24.5506 46.6709 32.3148 31.601 30.6983 30.088 27.3135 24.3011 26.6674 24.2407 34.9163 33.0298 24.75 20.0041 18.5915 17.6018 15.8873 15.6372 14.2206 10.7252 9.75868 5.21926
threshold=0.27258000000000004 0.28833000000000003 -0.0098949999999999975 -0.080884999999999985 -0.088584999999999983 -0.07334499999999998 0.097775000000000015 -0.42305999999999994 -0.068734999999999977 0.064610000000000015 -0.13843999999999998 0.090725000000000014 -1.0000000180025095e-35 -0.39761999999999992 -0.5061699999999999 -0.0044499999999999991 0.62277500000000008 0.084685000000000024 -0.15941999999999998 0.052250000000000012 -0.11082499999999999 -0.45743999999999996 0.089625000000000024 -0.014989999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -5 9 16 -6 10 18 12 -2 14 23 22 -7 -17 -1 20 -12 -21 -9 -14
right_child=11 -3 3 5 8 7 -8 15 -10 -11 19 -13 13 -15 -16 17 -18 -19 -20 21 -22 -23 -24 -25
leaf_value=0.0053789141156297725 -0.0031302393574287554 0.0013431837692278116 -0.0017766795711810213 0.0016926546541476851 0.00574597783831109 0.010649269010502029 0.010637421694078634 0.0068015075504819934 0.00043908872577074729 0.0094006187976968265 0.0086121541295474946 0.0057062752479755232 0.0032748762825224095 -0.0013426103935951026 0.0068054860390622963 0.0014645878454219421 0.0060274978724165276 0.0052219424157023461 0.00076497960280678034 0.0067093755749993537 0.006126157852562408 0.0036270929587878032 0.0045804603482516876 0.00055829672126676334
leaf_weight=52 55 59 52 69 95 73 54 275 57 73 92 52 52 67 60 73 57 123 58 58 1054 146 99 52
leaf_count=52 55 59 52 69 95 73 54 275 57 73 92 52 52 67 60 73 57 123 58 58 1054 146 99 52
internal_value=0 0.00558319 0.00568088 0.00492273 0.00234563 0.00560629 0.00614567 0.00599197 0.00375632 0.00598741 0.0058167 0.00190038 0.00120817 0.0022414 0.003706 0.00539173 0.0086233 0.00382285 0.0029467 0.00605051 0.00632579 0.00450375 0.00621376 0.00191721
internal_weight=0 2619 2560 973 204 769 1587 700 152 1533 1460 338 286 231 164 570 130 196 110 1350 1146 204 374 104
internal_count=2957 2619 2560 973 204 769 1587 700 152 1533 1460 338 286 231 164 570 130 196 110 1350 1146 204 374 104
is_linear=0
shrinkage=0.00605932


Tree=373
num_leaves=17
num_cat=0
split_feature=31 447 14 12 41 157 13 48 16 12 42 11 16 16 133 13
split_gain=43.5145 36.8837 33.3313 32.9461 31.1475 30.0622 25.1684 25.156 17.9079 16.5753 16.0675 13.6134 16.0114 13.4518 10.5669 4.86805
threshold=-0.017869999999999997 0.08840000000000002 0.073890000000000011 0.056995000000000011 0.077915000000000012 -0.077114999999999975 0.044405000000000007 0.090045000000000014 -0.072034999999999988 0.082425000000000012 0.11195000000000001 1.0000000180025095e-35 0.0097750000000000007 -0.052039999999999996 -0.080744999999999983 -0.052124999999999998
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 -2 7 14 -9 -4 11 12 -5 15 -7 -12
right_child=1 -3 9 4 -6 6 -8 8 -10 -11 13 -13 -14 -15 -16 -17
leaf_value=-0.00010386572289171289 -0.00074929257820645714 0.00020268395534119092 0.0093950084606412802 0.0047974507886784177 0.00031890105296083365 0.0068943091563880635 0.00034063730110619989 0.0005378794663486909 0.0043791076739642353 0.005102541930991477 0.0028828701251551099 0.0066239608860882964 0.0034785648088616209 0.00072965572410009125 0.0041981817225265746 0.0049517782751480142
leaf_weight=80 62 75 52 1343 57 53 76 101 59 59 71 100 358 58 284 69
leaf_count=80 62 75 52 1343 57 53 76 101 59 59 71 100 358 58 284 69
internal_value=0 0.00403647 0.00413907 0.00401633 0.00435696 0.00291336 0.00330977 0.00376369 0.0019547 0.00711396 0.00447207 0.00463677 0.00451991 0.00297371 0.00462238 0.00390297
internal_weight=0 2877 2802 2691 2056 635 573 497 160 111 1999 1801 1701 198 337 140
internal_count=2957 2877 2802 2691 2056 635 573 497 160 111 1999 1801 1701 198 337 140
is_linear=0
shrinkage=0.00553839


Tree=374
num_leaves=30
num_cat=0
split_feature=2 12 2 2 2 12 52 47 52 14 0 15 10 13 0 15 15 43 0 51 43 0 0 52 15 2 15 15 43
split_gain=1305.86 703.171 312.175 258.167 153.198 95.9912 81.9022 71.3144 78.018 63.8407 72.3134 61.5227 53.9221 52.2473 45.3222 34.8395 26.0114 21.8938 19.4829 13.2693 12.9696 12.586 12.0656 28.091 19.1424 17.9353 8.17821 7.23971 4.96637
threshold=0.13388500000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.10433000000000002 0.17990500000000001 0.095450000000000021 0.0062600000000000008 0.077735000000000012 -0.092084999999999986 0.073890000000000011 -0.11742499999999999 -0.074729999999999977 0.057650000000000007 -0.086304999999999979 -0.072849999999999984 -0.080724999999999977 -0.09416999999999999 -0.020034999999999994 -0.06537999999999998 -0.39981499999999998 0.0062300000000000003 -0.088659999999999989 -0.07087499999999998 -0.41694999999999993 0.093185000000000004 0.098655000000000007 -0.081149999999999986 0.11401500000000002 -0.00067499999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 7 14 9 11 8 -4 10 -3 -5 -1 -7 -2 -16 -10 18 27 -15 28 -22 25 -24 -25 26 -21 -12 -19
right_child=4 5 3 6 -6 13 -8 -9 16 -11 17 -13 -14 19 15 -17 -18 20 -20 22 21 -23 23 24 -26 -27 -28 -29 -30
leaf_value=0.0064738403109479165 0.0039354456520305182 0.0093372770767083356 0.013952116747238189 0.0047860203717607483 0.00062977609301089474 0.0085821724299485064 0.010761016158492176 0.014752465288098269 0.0083409325941681354 0.015633374080273352 0.012666642410534312 0.0084446512326866348 0.0027916038005485404 0.010416935910171695 0.005253829159716587 0.0085073079433029795 0.010896235184488675 0.013293599163773201 0.010752390151413816 0.013595465620312396 0.013563887813801049 0.011943707029331398 0.01307845277285464 0.0093754968905314078 0.011597267050233465 0.010760045418416372 0.01227826126907961 0.01155074525122677 0.014021879654765276
leaf_weight=94 64 54 59 82 64 52 52 59 53 64 702 75 53 65 52 61 95 312 53 55 65 112 52 63 70 56 155 54 110
leaf_count=94 64 54 59 82 64 52 52 59 53 64 702 75 53 65 52 61 95 312 53 55 65 112 52 63 70 56 155 54 110
internal_value=0 0.0115878 0.00886319 0.0100134 0.00449964 0.0123971 0.00758583 0.0119206 0.0111133 0.0127785 0.0126535 0.00653397 0.00514644 0.0113725 0.00589873 0.00701041 0.00998137 0.0127806 0.0124668 0.0116536 0.0132044 0.0125389 0.0118318 0.0112573 0.0105451 0.0122312 0.0126234 0.012587 0.0134835
internal_weight=0 2716 622 475 241 2094 209 266 207 1526 1462 157 147 568 177 113 148 1408 809 516 599 177 451 185 133 266 210 756 422
internal_count=2957 2716 622 475 241 2094 209 266 207 1526 1462 157 147 568 177 113 148 1408 809 516 599 177 451 185 133 266 210 756 422
is_linear=0
shrinkage=0.00291823


Tree=375
num_leaves=29
num_cat=0
split_feature=2 12 2 13 2 2 0 52 12 15 52 0 11 3 15 0 42 15 47 3 0 9 13 3 13 2 43 52
split_gain=1296.22 652.136 324.083 229.592 117.697 121.183 108.326 107.727 95.476 83.7225 71.8594 65.5368 56.3679 49.9056 41.837 26.6615 20.9005 28.0193 23.174 22.5412 20.7748 20.3496 15.9275 12.9864 12.4712 12.4433 11.1801 4.94827
threshold=0.12026500000000001 0.056995000000000011 0.16993500000000003 -0.00027999999999999998 -1.0000000180025095e-35 0.097005000000000022 -0.082234999999999989 -0.087094999999999992 0.093910000000000007 -0.11277999999999998 0.087525000000000006 -0.23028499999999999 1.0000000180025095e-35 -0.10859999999999999 0.033605000000000003 -0.049024999999999992 -0.077409999999999993 -0.036279999999999993 0.077065000000000008 -0.13117499999999996 -0.10934999999999999 -0.079919999999999977 0.0048350000000000008 -0.080454999999999985 0.022635000000000006 0.10060500000000001 -0.070414999999999991 0.10024500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 21 -6 -2 -5 12 -8 11 -9 13 -3 -14 -11 24 18 25 -19 -15 -1 23 -22 -10 -18 -21 -28
right_child=2 8 -4 7 5 -7 9 10 16 15 -12 -13 14 20 -16 -17 17 19 -20 26 22 -23 -24 -25 -26 -27 27 -29
leaf_value=0.0058454816727954014 0.0046745824405979419 0.0095159155294199157 0.0006881378503806883 0.01247043119085286 0.011412522199177112 0.0064459063125310804 0.005873770385393935 0.0060722757338985802 0.012799002962792592 0.010806245108614741 0.011715877261706724 0.0094881372123821854 0.012243140073318035 0.010455946490709207 0.01551336069302958 0.0082437669497151759 0.0082984437283869401 0.012668812106149089 0.010924549891778424 0.0097644775978437941 0.012343680067267415 0.0036072192290827524 0.010712617580727279 0.011672958516205216 0.011137976140360233 0.0099684444005045791 0.01148491887242303 0.010647503700753529
leaf_weight=54 94 55 71 90 53 91 69 61 54 56 53 103 52 53 55 55 57 56 93 53 890 57 52 255 73 66 112 87
leaf_count=54 94 55 71 90 53 91 69 61 54 56 53 103 52 53 55 55 57 56 93 53 890 57 52 255 73 66 112 87
internal_value=0 0.0110408 0.00565863 0.00854781 0.00671683 0.00827409 0.0069465 0.0100686 0.0117199 0.00813279 0.00907228 0.00821777 0.0121014 0.0119519 0.0139244 0.0095368 0.0108924 0.0106616 0.00993966 0.0111679 0.012059 0.00469635 0.01213 0.0121943 0.0118445 0.00919477 0.0108342 0.011119
internal_weight=0 2625 345 562 255 144 274 307 2063 180 217 164 1412 1305 107 111 651 524 216 308 1250 111 1197 1145 127 123 252 199
internal_count=2970 2625 345 562 255 144 274 307 2063 180 217 164 1412 1305 107 111 651 524 216 308 1250 111 1197 1145 127 123 252 199
is_linear=0
shrinkage=0.00261034


Tree=376
num_leaves=16
num_cat=0
split_feature=2 39 124 16 14 0 14 51 16 9 157 48 16 42 0
split_gain=96.264 34.1892 24.2224 29.2921 28.5285 39.6819 61.5351 35.7719 77.6455 30.9598 13.5455 12.2862 11.1433 10.1956 1.57244
threshold=0.16993500000000003 0.10096000000000001 -0.0031349999999999993 -0.0073699999999999989 -0.073149999999999979 -0.12851999999999997 1.0000000180025095e-35 0.087530000000000011 -0.33811499999999994 0.037245000000000007 -0.08262499999999999 0.085040000000000018 -0.0020399999999999997 0.083785000000000012 -0.070664999999999992
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 8 -6 10 13 -1 -12 -7 -3
right_child=-2 14 4 -5 5 9 -8 -9 -10 -11 12 -13 -14 -15 -16
leaf_value=0.002626191515613364 -0.0024580639510651645 0.0020691338435628315 0.0085127155527559145 0.0061040782048484973 0.003105609365685828 0.008476977903415445 0.0072823251222049988 0.0055049120096994685 -0.0053853711698060719 0.008792174558299181 0.0051558709141709316 -0.0012061139496643413 0.0041496107514830049 0.005545140787696955 0.0005866195458827944
leaf_weight=76 71 52 82 64 100 66 82 52 66 83 1358 52 581 131 54
leaf_count=76 71 52 82 64 100 66 82 52 66 83 1358 52 581 131 54
internal_value=0 0.0047024 0.00483096 0.00274757 0.00498473 0.00486985 0.00279532 0.00110726 -0.000269932 0.00515029 0.00500875 0.00106881 0.00485439 0.00652771 0.0013145
internal_weight=0 2899 2793 192 2601 2519 300 218 166 2219 2136 128 1939 197 106
internal_count=2970 2899 2793 192 2601 2519 300 218 166 2219 2136 128 1939 197 106
is_linear=0
shrinkage=0.00607604


Tree=377
num_leaves=20
num_cat=0
split_feature=1 34 12 3 10 123 1 12 3 16 457 15 3 0 3 0 12 0 11
split_gain=71.0179 41.1324 33.8798 33.292 25.9658 21.9524 17.1264 22.0399 24.3631 20.8991 19.683 16.7183 18.9833 14.4894 14.4475 29.6714 13.7906 9.58077 8.51994
threshold=0.11690500000000002 -1.0000000180025095e-35 -0.12305999999999999 0.14813000000000001 -0.07564499999999999 0.087855000000000016 0.098395000000000024 -0.060304999999999991 0.092005000000000017 0.0063750000000000013 0.092330000000000009 -0.14051999999999998 -0.066229999999999997 0.048825000000000007 0.097775000000000015 -0.13619499999999998 0.094390000000000016 -0.075434999999999988 0.077330000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 5 -1 11 7 -6 10 14 13 -4 -13 18 15 -8 -11 -17 -9
right_child=1 2 3 -5 6 -7 9 8 -10 16 -12 12 -14 -15 -16 17 -18 -19 -20
leaf_value=0.0077535060069251309 -0.0033833920935895725 0.0060597117081842627 0.00078913383579428992 -0.0028089433589131314 0.006692447302238569 -0.00055619889776580629 -0.0027955307656424427 0.0038685704561669662 0.00085862392139862123 0.0058808074102076101 0.0072927399748758974 0.0022853304818164482 0.0069602708250947514 0.0013062949460551222 0.0035942355073705075 0.0040716979360496926 0.0024656282993333863 0.00066109596101438265 0.0058027871556377347
leaf_weight=52 52 54 59 53 88 69 53 1768 84 80 54 58 52 68 77 52 70 52 75
leaf_count=52 52 54 59 53 88 69 53 1768 84 80 54 58 52 68 77 52 70 52 75
internal_value=0 0.00127224 0.00197413 0.00121577 0.00382436 0.00211229 0.00374329 0.00393956 0.0038213 0.00265088 0.00394792 0.00320214 0.00449585 0.00385337 0.00160153 0.000623835 0.00428746 0.00236697 0.00394732
internal_weight=0 397 345 291 2573 238 2521 2137 2049 384 1965 169 110 1911 234 157 150 104 1843
internal_count=2970 397 345 291 2573 238 2521 2137 2049 384 1965 169 110 1911 234 157 150 104 1843
is_linear=0
shrinkage=0.00561583


Tree=378
num_leaves=12
num_cat=0
split_feature=123 10 31 49 13 9 12 12 156 133 12
split_gain=48.0454 41.9176 35.5794 23.1527 24.2631 22.2492 19.1137 29.2914 25.0064 10.6509 9.55554
threshold=0.10678000000000001 0.057650000000000007 -0.017869999999999997 -0.071579999999999991 -0.0050199999999999993 0.037245000000000007 -0.12305999999999999 0.083535000000000012 0.093155000000000002 0.086345000000000019 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 6 -5 8 -8 -4 -9
right_child=-2 -3 3 5 -6 -7 7 10 -10 -11 -12
leaf_value=-0.0012012942145484986 -0.0016404202472977021 -0.0010260447653260322 0.0038857962701066345 0.0050910994838010686 0.0060875939491613004 0.0056582536006249441 0.00099908963624090533 0.0029777843375829822 0.0039242808404178877 0.0012004893609518358 0.0022455305819956751
leaf_weight=54 64 73 100 66 93 54 437 1290 80 52 607
leaf_count=54 64 73 100 66 93 54 437 1290 80 52 607
internal_value=0 0.00257198 0.00266471 0.00273985 0.00415206 0.00260329 0.00253675 0.00246689 0.00145183 0.00296748 0.00274351
internal_weight=0 2906 2833 2779 245 2534 2480 2414 517 152 1897
internal_count=2970 2906 2833 2779 245 2534 2480 2414 517 152 1897
is_linear=0
shrinkage=0.00480964


Tree=379
num_leaves=11
num_cat=0
split_feature=2 123 40 1348 48 4 16 0 2 157
split_gain=62.0146 40.6806 21.8361 21.4972 19.5743 25.7014 23.5648 22.6038 13.7166 10.3928
threshold=0.16993500000000003 0.11012000000000001 1.0000000180025095e-35 0.084490000000000023 -0.083779999999999979 -0.39175499999999991 0.20277000000000003 0.024295000000000001 -0.013084999999999998 -0.025309999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 8 -7 -8
right_child=-2 -3 -4 -5 5 7 9 -9 -10 -11
leaf_value=0.0057065318190930589 -0.0026482621162453083 -0.0021865570390930626 -0.00036425268114997824 -0.00067144663988539046 0.0074937590222485433 0.0043714339301827746 0.0050789195663730607 -0.00047510380081524988 0.0024418285162628893 0.002002419056980992
leaf_weight=59 71 54 74 57 54 111 54 74 2286 76
leaf_count=59 71 54 74 57 54 111 54 74 2286 76
internal_value=0 0.00242037 0.00250783 0.00258455 0.00265295 0.00258507 0.00451752 0.00244115 0.00253121 0.00328079
internal_weight=0 2899 2845 2771 2714 2655 184 2471 2397 130
internal_count=2970 2899 2845 2771 2714 2655 184 2471 2397 130
is_linear=0
shrinkage=0.00535859


Tree=380
num_leaves=22
num_cat=0
split_feature=4 2 124 2 0 14 2 2 2 150 14 0 4 0 4 4 4 43 4 0 0
split_gain=1424.38 577.369 326.143 148.102 124.552 81.4883 72.1 87.6774 64.6758 46.9889 55.7191 46.2386 61.392 50.2589 42.0195 41.1164 24.3342 16.8415 13.5562 11.6477 5.40706
threshold=0.31392000000000003 0.14870000000000003 -0.048219999999999992 0.10510500000000002 -0.13619499999999998 0.073890000000000011 -1.0000000180025095e-35 0.10216000000000001 0.14938500000000002 0.082590000000000011 -0.41992499999999994 -0.10726999999999999 0.0019650000000000002 -0.072924999999999976 -0.17568999999999999 0.046185000000000004 -0.46195999999999998 -0.077449999999999977 -0.037689999999999994 -0.087404999999999997 -0.13409999999999997
decision_type=2 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 -8 9 10 -2 12 -4 15 -15 -13 -6 -18 -19 -12 -14
right_child=8 -3 3 4 16 -7 7 -9 -10 -11 19 13 20 14 -16 -17 17 18 -20 -21 -22
leaf_value=0.003336373455647872 0.0059661228467458149 0.0014686728864919851 0.0075370175118654381 0.0053889172143002945 0.011989620829717187 0.014383879898353656 0.010821936477272896 0.0049978357536649264 0.00026878189658503099 0.0063344829622768465 0.0029461822173297101 0.011861749361799939 0.01205198271562479 0.011983388394262297 0.0095513540599195812 0.0096912767479373964 0.010769764057916952 0.010037451189070568 0.0081253299346545956 0.0010467657263363685 0.010609478778415258
leaf_weight=52 56 68 73 68 58 91 52 52 53 70 84 1356 52 106 220 94 92 72 78 53 54
leaf_count=52 56 68 73 68 58 91 52 52 53 70 84 1356 52 106 220 94 92 72 78 53 54
internal_value=0 0.0105881 0.0108294 0.0111165 0.00926432 0.0114497 0.00638582 0.00791021 0.00346473 0.00410865 0.00330118 0.0113131 0.00977589 0.011468 0.0103422 0.0117211 0.0101426 0.00969983 0.00904337 0.00221162 0.0113174
internal_weight=0 2638 2570 2414 368 2046 156 104 316 263 193 1955 179 1776 326 1450 300 242 150 137 106
internal_count=2954 2638 2570 2414 368 2046 156 104 316 263 193 1955 179 1776 326 1450 300 242 150 137 106
is_linear=0
shrinkage=0.00317059


Tree=381
num_leaves=21
num_cat=0
split_feature=1 52 1 12 4 4 123 12 11 10 0 4 48 15 12 0 15 12 52 15
split_gain=1647.81 348.986 198.593 204.777 173.342 101.878 93.3369 79.674 72.2573 56.1299 48.0462 44.3064 118.497 66.4512 40.8803 30.28 88.5607 26.7656 12.5714 7.49575
threshold=0.10398500000000001 -0.41694999999999993 0.13612500000000002 0.088365000000000013 0.27020000000000005 0.24099500000000004 1.0000000180025095e-35 0.11755500000000001 1.0000000180025095e-35 -0.013164999999999998 0.051660000000000005 0.056815000000000011 0.085760000000000017 -0.13843999999999998 -0.042789999999999988 -0.10071499999999999 -0.10981499999999998 0.095775000000000013 -0.0083399999999999985 -0.46483499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 11 6 -5 7 8 10 -4 15 12 -3 19 -11 16 -1 -17 -10 -13
right_child=1 2 9 5 -6 -7 -8 -9 18 14 -12 13 -14 -15 -16 17 -18 -19 -20 -21
leaf_value=0.011286534736658742 0.010172689915388914 0.00083833203988053411 0.00063051752432734167 0.009594149003971042 0.0053115083877814957 0.0055130233861069291 0.0070252313141872342 0.0072401533812453574 0.012042802862656136 0.0021762904582297779 0.0076272327542283858 0.004738688731913466 0.0052332028996585744 0.0070283058950610716 0.0049440494735922711 0.0098153555416959498 0.0078242463422092123 0.0090825144948843452 0.010568186402134288 0.0035242594482635535
leaf_weight=52 68 52 52 77 54 54 80 76 62 58 68 54 82 68 53 1367 146 320 59 52
leaf_count=52 68 52 52 77 54 54 80 76 62 58 68 54 82 68 53 1367 146 320 59 52
internal_value=0 0.0052825 0.00473008 0.00552708 0.00934386 0.00791204 0.00944149 0.00953139 0.00961534 0.00258341 0.00950946 0.00451263 0.00352791 0.00527083 0.00349805 0.00957735 0.00873366 0.00967636 0.011324 0.00414316
internal_weight=0 670 602 439 2284 131 2230 2150 2074 163 1953 308 134 174 111 1885 198 1687 121 106
internal_count=2954 670 602 439 2284 131 2230 2150 2074 163 1953 308 134 174 111 1885 198 1687 121 106
is_linear=0
shrinkage=0.00227713


Tree=382
num_leaves=22
num_cat=0
split_feature=2 15 150 2 156 2 16 52 40 16 49 151 15 15 16 52 16 2 15 16 16
split_gain=2236.86 1064.13 488.248 390.159 232.628 179.867 138.204 234.89 134.072 115.152 84.6514 103.482 69.7808 63.6911 188.597 49.7798 34.9076 32.8303 30.7214 19.046 9.62942
threshold=0.12026500000000001 -0.38214499999999996 0.083205000000000015 0.15806500000000004 0.085435000000000011 0.10633000000000002 0.26538000000000006 0.087790000000000021 -0.065744999999999984 0.12992000000000004 -0.071579999999999991 -0.084474999999999981 0.025430000000000005 -0.0070899999999999991 0.08215500000000002 -0.011499999999999998 0.25032500000000008 0.14019000000000004 0.087010000000000018 -0.40885499999999991 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 5 9 10 8 7 -7 -3 17 11 -4 13 16 -15 20 -10 19 -17 -2 -14
right_child=3 2 4 -5 -6 6 -8 -9 12 -11 -12 -13 15 14 -16 18 -18 -19 -20 -21 -22
leaf_value=0.0038699141216187016 0.0050581686070607168 0.0083912009436015542 0.0061052604591907839 0.0012249396815515888 0.010612306590223105 0.0057642690348887211 0.01086664550631501 0.01076399539081219 0.011074927120326872 0.0082291883156967848 0.0053821611695970863 0.0094273474140826041 0.013183635369629977 0.0078018636941104801 0.011823534163695722 0.011700125371324798 0.0099623016113357769 0.004233681151138138 0.01094420674627839 0.0066761716047517025 0.01200677704745463
leaf_weight=98 52 77 65 85 98 82 102 62 563 66 77 77 54 100 78 307 131 73 597 58 52
leaf_count=98 52 77 65 85 98 82 102 62 563 66 77 77 54 100 78 307 131 73 597 58 52
internal_value=0 0.0101358 0.0103793 0.00481027 0.0081301 0.0107027 0.00914015 0.00791707 0.0108989 0.0060341 0.00701925 0.00790682 0.0110014 0.0105995 0.00956429 0.0113485 0.0108649 0.00524231 0.0112009 0.00591149 0.0126065
internal_weight=0 2620 2522 334 317 2205 246 144 1959 249 219 142 1882 872 178 1010 694 183 904 110 106
internal_count=2954 2620 2522 334 317 2205 246 144 1959 249 219 142 1882 872 178 1010 694 183 904 110 106
is_linear=0
shrinkage=0.001938


Tree=383
num_leaves=15
num_cat=0
split_feature=3 4 1375 0 0 13 52 42 51 13 52 130 12 3
split_gain=46.5604 32.743 27.8422 42.0432 34.9108 27.8399 27.4412 18.9502 13.3186 46.6081 14.172 14.1783 9.99342 8.83031
threshold=0.28833000000000003 0.27258000000000004 -0.15824499999999997 -0.14867499999999997 -0.13165999999999997 0.060680000000000005 0.01787 0.090295000000000014 0.11178000000000002 -0.014549999999999999 -0.56096499999999982 -0.083579999999999988 -0.041014999999999989 -0.020049999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 7 -4 13 10 -10 -6 -12 -2 -3
right_child=12 5 3 4 8 -7 -8 -9 9 -11 11 -13 -14 -15
leaf_value=-0.00045477244774095731 0.0016127042076915126 0.0066278926454657787 0.0096867165588632488 0.00020622079651934643 0.0077383201683944502 -0.0020496026138984965 0.0040792193688756178 0.0006721965717217032 0.0057582544062732572 -0.0013415755182351354 0.0070801564855653698 0.0042451714020475557 -0.0022520228946061476 0.003207490810822158
leaf_weight=52 60 52 100 92 54 59 59 91 85 73 78 1961 54 84
leaf_count=52 60 52 100 92 54 59 59 91 85 73 78 1961 54 84
internal_value=0 0.00403022 0.00426444 0.00436254 0.00414238 0.00193844 0.00760639 0.00297528 0.00430322 0.00247751 0.00444101 0.00435366 -0.000217346 0.0045158
internal_weight=0 2840 2554 2502 2343 286 159 227 2251 158 2093 2039 114 136
internal_count=2954 2840 2554 2502 2343 286 159 227 2251 158 2093 2039 114 136
is_linear=0
shrinkage=0.00651775


Tree=384
num_leaves=27
num_cat=0
split_feature=1 4 13 2 2 4 1 3 151 1 3 51 4 4 41 3 4 3 3 52 3 1 3 3 13 13
split_gain=42.5851 27.3741 25.7974 31.8859 23.8052 76.4722 22.8226 20.697 18.7447 17.0228 16.2135 12.4426 12.7054 12.9584 15.0721 12.4456 10.3976 10.0154 8.53053 7.59607 19.6193 11.2635 6.61464 5.98305 2.40121 1.23438
threshold=0.089370000000000019 -0.0083549999999999978 -0.089359999999999981 -0.0098549999999999974 0.091290000000000024 0.053330000000000009 0.13130500000000003 0.095880000000000007 -0.083379999999999996 0.11181500000000001 -0.015474999999999997 0.11178000000000002 -0.47860499999999995 -0.15615999999999999 0.075585000000000013 -0.11266 0.42118000000000005 -0.060719999999999989 -0.083874999999999991 -0.085924999999999987 -0.12077499999999998 0.100925 0.076825000000000018 0.13772500000000001 -0.086094999999999991 -0.051009999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -4 6 -6 9 16 18 17 19 12 -10 -14 15 -15 -7 -3 24 20 -5 25 -17 -9 -1 -21
right_child=1 4 3 10 5 7 -8 23 11 -11 -12 -13 13 14 -16 22 -18 -19 -20 21 -22 -23 -24 -25 -26 -27
leaf_value=0.0057086911578824095 -0.0007621072274938323 0.00079930004792954658 -0.00085649202183833424 0.0051048981819170293 -0.0055564833632359804 -0.0019487847840015853 -0.00013546721204638431 0.0051192977622529614 0.0063675225173504858 0.0061381808586788329 0.007046741565910359 0.0012770892184288127 0.00063016059266451149 0.00053350098073543472 0.0063003903584062035 0.0036374580720996918 0.0014514193478309611 0.0043264494203867857 0.0076479020299014284 0.0031299121216648495 -2.1882576795351323e-06 0.0069050796169093705 0.0013776877923358175 0.0022728541607051076 0.0040008333949966305 0.0042163259805727419
leaf_weight=53 57 71 53 55 72 57 85 55 60 71 67 97 60 55 74 1247 88 55 52 95 61 52 52 59 80 71
leaf_count=53 57 71 53 55 72 57 85 55 60 71 67 97 60 55 74 1247 88 55 52 95 61 52 52 59 80 71
internal_value=0 0.00210961 0.00316979 0.00366359 0.00122573 9.73932e-05 0.00254988 0.00166938 0.00364359 0.00370887 0.00426118 0.00343298 0.00356803 0.0034551 0.00357375 0.00342469 0.000114331 0.00233945 0.00551595 0.0037022 0.0024187 0.00438485 0.00354705 0.00364672 0.00468191 0.00359498
internal_weight=0 1124 511 454 613 331 282 259 1830 197 401 1645 1548 1488 1428 1354 145 126 185 334 116 218 1299 114 133 166
internal_count=2954 1124 511 454 613 331 282 259 1830 197 401 1645 1548 1488 1428 1354 145 126 185 334 116 218 1299 114 133 166
is_linear=0
shrinkage=0.00620213


Tree=385
num_leaves=30
num_cat=0
split_feature=1 1 12 1 12 12 47 4 13 14 52 0 39 4 0 4 13 4 1 48 151 0 12 4 12 0 13 42 42
split_gain=2304.52 434.524 297.442 124.059 163.082 122.078 117.262 102.095 75.2587 68.5433 61.1126 60.8338 55.4936 83.0284 48.7711 41.1093 38.119 37.4211 51.318 36.9018 20.6986 19.3582 10.437 8.87107 7.88716 5.01327 3.48164 2.93964 2.74154
threshold=0.10398500000000001 0.12381000000000002 0.085075000000000026 0.089625000000000024 0.085845000000000019 0.093125000000000013 0.085585000000000008 0.061835000000000008 -1.0000000180025095e-35 0.064610000000000015 -0.065394999999999995 -0.044434999999999995 0.089810000000000015 -0.47860499999999995 -0.072374999999999981 0.0051950000000000008 -0.085684999999999997 0.057200000000000008 0.11319000000000001 0.087435000000000013 0.011180000000000001 -0.085089999999999985 0.093815000000000023 -0.040394999999999993 0.10184000000000001 -0.077104999999999993 -0.079199999999999979 0.092485000000000026 0.095565000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 5 8 9 10 23 -5 12 -3 15 13 -1 20 21 -12 19 -19 -2 -15 -7 26 -4 28 -24 -6 -17 -23
right_child=1 6 7 4 22 11 -8 -9 -10 -11 16 -13 -14 14 -16 27 -18 18 -20 -21 -22 24 25 -25 -26 -27 -28 -29 -30
leaf_value=0.013975410103796517 0.0030968480953979813 0.00057616656528449665 0.0116303492553806 0.005331771717045017 0.011213979776328514 0.011713212698017712 0.0059834330548198178 0.0072331136751290093 0.0087422634402278179 0.013340865529277946 0.0022232520757797837 0.0073843728569621863 0.0086409353680303343 0.011179994713641544 0.0092280981058834068 0.0092435499268441936 0.0044872328219496237 0.0080819187757617574 0.0050418482700656519 0.0058587283792155016 0.0097055379899987897 0.010908111678657602 0.0094003404406268597 0.0102812856865601 0.0096939378750615646 0.01033161496757801 0.010485325544219654 0.0084969934370594576 0.010226675109601333
leaf_weight=53 52 57 56 58 78 60 79 63 91 73 79 53 52 1079 81 63 84 55 68 54 55 70 53 52 94 82 70 56 64
leaf_count=53 52 57 56 58 78 60 79 63 91 73 79 53 52 1079 81 63 84 55 68 54 55 70 53 52 94 82 70 56 64
internal_value=0 0.00567199 0.0072663 0.0105249 0.0093958 0.0107881 0.00353904 0.00960037 0.00741486 0.0111332 0.00266116 0.00974303 0.0110111 0.0111083 0.0109832 0.0100501 0.00339012 0.00552329 0.00640143 0.00450408 0.0111085 0.0105284 0.0104387 0.010981 0.0102165 0.00996619 0.0108695 0.00889244 0.0105828
internal_weight=0 699 400 2285 432 1853 299 171 149 1393 220 460 1320 1268 1215 407 163 229 123 106 1134 288 283 108 228 135 148 119 134
internal_count=2984 699 400 2285 432 1853 299 171 149 1393 220 460 1320 1268 1215 407 163 229 123 106 1134 288 283 108 228 135 148 119 134
is_linear=0
shrinkage=0.00233876


Tree=386
num_leaves=30
num_cat=0
split_feature=1 3 1 15 155 1 12 12 52 11 3 3 123 3 3 1 16 15 4 4 151 3 4 12 16 3 3 1 51
split_gain=2048.37 397.949 182.532 114.607 107.819 101.269 157.966 93.905 78.7418 70.4037 83.7668 68.603 47.3487 44.8955 35.0298 40.4665 28.5617 55.7809 18.0142 16.9689 12.8265 21.9832 14.0566 10.0893 7.86348 8.26263 4.49772 2.62068 2.31746
threshold=0.10398500000000001 -0.06656999999999999 0.15028500000000003 0.021950000000000001 0.084710000000000021 0.089625000000000024 0.085845000000000019 0.093125000000000013 0.12432000000000001 1.0000000180025095e-35 -0.11017499999999998 -0.0048549999999999991 0.089155000000000012 -0.083414999999999975 0.31316500000000008 0.11215000000000001 -1.0000000180025095e-35 -0.065419999999999992 -0.055754999999999992 0.05309500000000001 0.044055000000000004 0.057935000000000007 0.0060300000000000015 0.093910000000000007 -0.074029999999999999 -0.074479999999999977 -0.078254999999999977 0.091000000000000011 0.087425000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 8 13 7 11 9 12 10 -1 -7 14 -2 15 -3 19 -18 -19 24 21 22 -12 27 28 -26 -25 -8 -9
right_child=1 2 -4 -5 -6 6 23 16 -10 -11 20 -13 -14 -15 -16 -17 17 18 -20 -21 -22 -23 -24 26 25 -27 -28 -29 -30
leaf_value=0.0094075336020208473 0.0074620512457312937 0.004148023490435148 0.0001369172997777406 0.0098995559822920159 0.013607335804078649 0.0058430187946786017 0.012645682152875527 0.01344499759863944 0.0085849423524920199 0.01608839458235262 0.013398386369803313 0.010241950908414007 0.0022673169518878699 0.010901738852366727 0.0030834920347252675 0.0071350184361654006 0.013224592554732085 0.0081605697267421642 0.01068832115408893 0.010679254757507523 0.011864805314917683 0.014815917797997763 0.012339656564533969 0.011410935972551302 0.012850733263004309 0.011109559252275985 0.012562619896811004 0.013504969118257557 0.012599376315255324
leaf_weight=55 102 77 65 55 59 53 57 86 53 84 963 96 71 57 59 101 55 56 53 52 56 96 139 65 54 52 68 93 52
leaf_count=55 102 77 65 55 59 53 57 86 53 84 963 96 71 57 59 101 55 56 53 52 56 96 139 65 54 52 68 93 52
internal_value=0 0.00654789 0.00497197 0.00572736 0.0100249 0.0126166 0.0112634 0.0129321 0.00509162 0.0133335 0.0131567 0.00867745 0.00449039 0.00869536 0.00515623 0.00584308 0.0117162 0.0106762 0.00938996 0.0122923 0.0133211 0.0133892 0.0132649 0.0126249 0.012636 0.0119969 0.012 0.0131787 0.0131266
internal_weight=0 699 481 416 218 2285 432 1853 361 1393 1309 149 308 159 237 178 460 164 109 296 1254 1198 1102 283 244 106 133 150 138
internal_count=2984 699 481 416 218 2285 432 1853 361 1393 1309 149 308 159 237 178 460 164 109 296 1254 1198 1102 283 244 106 133 150 138
is_linear=0
shrinkage=0.00310218


Tree=387
num_leaves=27
num_cat=0
split_feature=1 14 1 42 4 16 42 3 52 14 42 3 16 16 3 4 3 133 4 42 133 16 3 42 403 16
split_gain=72.8224 50.323 25.3915 29.9669 32.1652 35.6989 30.5461 45.1031 22.4248 39.0468 21.0813 18.2075 28.26 61.399 17.7714 16.4426 14.3696 11.0239 10.0258 9.63485 7.94169 6.48758 4.56761 4.224 2.99148 2.74311
threshold=0.117245 -0.13131999999999996 0.089625000000000024 0.084755000000000011 -0.17568999999999999 -0.0046349999999999994 -0.036704999999999995 -0.011259999999999997 -0.11480999999999998 -0.22654999999999997 0.090175000000000019 -0.097574999999999981 -0.0081349999999999981 0.066010000000000013 0.31395500000000004 -0.011534999999999998 0.076825000000000018 0.11524500000000001 -0.17568999999999999 -0.14728999999999998 0.085980000000000015 0.0044600000000000013 -0.07298499999999998 0.11195000000000001 -0.44221499999999997 -0.084064999999999987
decision_type=2 2 2 2 2 2 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 -4 6 -6 -8 -2 -10 -5 12 25 -14 16 23 20 18 -13 -20 -11 -21 24 -12 -19 -3
right_child=8 2 3 10 5 -7 7 -9 9 14 15 17 13 -15 -16 -17 -18 22 19 21 -22 -23 -24 -25 -26 -27
leaf_value=0.0078928537806726255 -0.001916045702165342 0.0031338016924071124 0.0038335826977846195 0.0058763593525154919 0.0041137846814839367 -0.0037864368786743943 -0.0042842856082519216 0.001859529113774299 0.0056093139181826301 -0.00054981918597384017 0.0043476091892613328 0.0061161099851838423 -0.0041107611752196141 0.0038554241512152158 -0.0020802607987821689 0.0004106611748124212 0.0036740528200228588 0.0023073402936329129 0.005854380200185659 0.0038085093358890317 0.0019559249913333886 0.0027764090393954653 0.0011809159632328119 0.0024768266046789437 0.003722045224957277 0.0047580939801405032
leaf_weight=66 76 75 101 80 72 52 52 108 53 95 92 54 54 60 60 68 54 94 60 1032 61 217 55 58 83 52
leaf_count=66 76 75 101 80 72 52 52 108 53 95 92 54 54 60 60 68 54 94 60 1032 61 217 55 58 83 52
internal_value=0 0.00322047 0.00309802 0.00220562 0.00120659 0.000272134 0.00118206 -0.000136849 0.000732527 0.0013559 0.00349612 0.00342997 0.00204091 8.14604e-05 0.000520755 0.00262237 0.00126418 0.00363982 0.0038258 0.00373128 0.00042962 0.00362924 0.00254692 0.00362463 0.00297106 0.00379932
internal_weight=0 2585 2519 683 385 284 232 160 399 323 298 1836 241 114 270 218 210 1595 1363 1309 156 1249 232 150 177 127
internal_count=2984 2585 2519 683 385 284 232 160 399 323 298 1836 241 114 270 218 210 1595 1363 1309 156 1249 232 150 177 127
is_linear=0
shrinkage=0.0054199


Tree=388
num_leaves=13
num_cat=0
split_feature=44 3 130 12 0 49 16 14 39 42 52 3
split_gain=62.5187 36.1607 30.7916 41.6975 21.9981 21.8347 26.1398 21.1323 16.3414 14.8365 14.8173 6.65835
threshold=0.081835000000000019 0.3148450000000001 -0.076894999999999977 0.083945000000000006 -0.16199999999999995 -0.05529499999999999 -0.33811499999999994 0.073890000000000011 0.10189000000000001 -0.09361499999999999 -0.56393999999999989 -0.088734999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7 8 9 11 -11 -6
right_child=-2 -3 4 -5 7 6 -8 -9 -10 10 -12 -13
leaf_value=-0.0035761981149234645 0.0074152742162895057 -0.0010281997236824708 0.0031937976463726082 0.0019530804849623082 0.0031829647432145454 0.001518716462725401 -0.0030660975605278241 0.0050696553711812474 0.0002939413449793889 0.0048447915201100316 0.0022437799385566721 0.0052406655469673389
leaf_weight=52 55 88 56 93 149 68 55 72 91 55 2098 52
leaf_count=52 55 88 56 93 149 68 55 72 91 55 2098 52
internal_value=0 0.00209334 0.00219005 -2.94692e-05 0.00230944 0.000634023 -0.000530974 0.00242857 0.00235078 0.00243027 0.00231025 0.00371557
internal_weight=0 2929 2841 145 2696 179 123 2517 2445 2354 2153 201
internal_count=2984 2929 2841 145 2696 179 123 2517 2445 2354 2153 201
is_linear=0
shrinkage=0.00494508


Tree=389
num_leaves=26
num_cat=0
split_feature=4 13 39 48 4 52 13 15 132 150 15 150 39 15 15 13 15 52 4 13 4 42 1446 160 42
split_gain=3068.55 619.086 563.548 197.527 157.968 114.501 80.8833 85.0661 121.745 103.783 74.2607 93.2543 79.2492 72.3693 70.2717 41.0536 39.7667 42.0352 38.2188 28.2669 23.3041 20.9123 11.8699 12.3539 4.65196
threshold=0.31392000000000003 -0.16392499999999996 0.0047850000000000011 0.094180000000000014 0.028075000000000006 -0.037619999999999994 -0.077504999999999977 0.039965000000000007 0.083635000000000001 0.082965000000000025 -0.43091499999999999 0.082590000000000011 0.089285000000000017 -0.033234999999999994 0.090075000000000002 -0.0062949999999999994 -0.075094999999999981 1.0000000180025095e-35 0.078235000000000013 -0.098524999999999988 -0.090174999999999991 0.12017000000000001 0.037915000000000011 -0.092954999999999996 0.087970000000000007
decision_type=2 2 2 2 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 13 6 -1 19 8 9 -8 12 -12 15 -4 20 -2 17 -6 -18 -3 -9 -16 23 -21 -24
right_child=10 2 3 -5 16 -7 7 14 -10 -11 11 -13 -14 -15 21 -17 18 -19 -20 22 -22 -23 24 -25 -26
leaf_value=0.0015596710700180243 0.0023401209916076057 0.0099727033696979731 0.0071025745672007147 0.0020167931396086526 0.0069614568157840683 0.0053071205962442478 0.0082091644152515117 0.010275650046401892 0.0048518278286200671 0.0055833447017966881 -0.00030131212144177003 0.0026838413276876485 0.00085052472495972264 0.0043649098834275231 0.0081838173591193466 0.0046750259987758738 0.005687188599213658 0.0088986168658681426 0.0073794529701043787 0.0080322360942290394 0.0089705176872178528 0.0068957230943472742 0.0095816535075605811 0.008800937773713725 0.0088713629616592772
leaf_weight=55 52 82 97 57 96 61 430 59 52 61 103 58 61 53 266 55 99 68 91 89 280 54 83 466 56
leaf_count=55 52 82 97 57 96 61 430 59 52 61 103 58 61 53 266 55 99 68 91 89 280 54 83 466 56
internal_value=0 0.007785 0.00797937 0.00500139 0.0082437 0.00353049 0.00845109 0.00814494 0.00759274 0.00788298 0.00168803 0.00077396 0.0025639 0.0061354 0.0085999 0.00354049 0.00708483 0.00776479 0.0064978 0.00892529 0.00919772 0.00796651 0.0088015 0.0086777 0.00929564
internal_weight=0 2655 2539 207 2332 116 1978 1202 543 491 329 161 168 150 659 107 354 164 190 776 339 320 694 555 139
internal_count=2984 2655 2539 207 2332 116 1978 1202 543 491 329 161 168 150 659 107 354 164 190 776 339 320 694 555 139
is_linear=0
shrinkage=0.0018831


Tree=390
num_leaves=24
num_cat=0
split_feature=1 1 155 0 4 4 1 41 15 4 4 0 15 4 0 4 0 0 16 15 16 0 4
split_gain=1824.15 383.322 137.285 120.655 100.563 89.733 87.419 60.1151 57.4636 46.4206 56.3246 39.9378 53.45 38.0116 37.0191 70.7164 46.4464 34.0197 26.5605 25.8716 20.5407 13.7211 9.2222
threshold=0.10075500000000003 0.12313000000000002 0.091145000000000018 0.060910000000000006 0.27998000000000006 0.043640000000000005 0.083670000000000008 0.075585000000000013 -0.41343999999999997 -0.39175499999999991 -0.10023999999999998 -0.11073999999999999 -0.092489999999999989 0.018150000000000003 -0.12851999999999997 0.41464000000000006 -0.076734999999999984 -0.085674999999999987 -0.42607499999999993 -0.50173499999999993 0.035560000000000008 -0.14920999999999998 0.078235000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 5 13 7 18 9 19 -1 -11 12 -12 -3 21 16 -16 -13 -7 -6 -18 -2 -20
right_child=1 4 -4 -5 8 6 -8 -9 -10 10 11 17 -14 -15 15 -17 20 -19 22 -21 -22 -23 -24
leaf_value=0.011334284487779078 0.0043554338332876703 0.001898585465941647 0.0088706970045613776 0.0054205728812430406 -0.00019201204954223628 0.0093932134414847056 0.0043736707187443302 0.011286187347359445 -0.0021989065535066932 0.0060847314692981528 0.0091937954702326283 0.0095918979009903642 0.0053863044660033502 0.0048608255896546177 0.0082212009768367605 0.0027970749036945516 0.0042955480096252465 0.0087464750655095614 0.0080031965053576713 0.0024077223361386032 0.0065298488834946902 0.0026720770811387825 0.0066813126983011496
leaf_weight=55 85 70 68 79 53 79 55 80 55 52 54 513 52 56 57 57 67 1029 99 57 53 59 62
leaf_count=55 85 70 68 79 53 79 55 80 55 52 54 513 52 56 57 57 67 1029 99 57 53 59 62
internal_value=0 0.00380519 0.00536585 0.00867258 0.00141316 0.00879318 0.00742122 0.00901372 3.67665e-05 0.00891012 0.00883167 0.00891833 0.00732624 0.00321536 0.00473527 0.00539321 0.00622909 0.00902775 0.0081195 0.00115486 0.0052826 0.00366592 0.00749433
internal_weight=0 737 446 2209 291 2130 295 1835 165 1755 1700 1648 106 126 378 234 177 1542 240 110 120 144 161
internal_count=2946 737 446 2209 291 2130 295 1835 165 1755 1700 1648 106 126 378 234 177 1542 240 110 120 144 161
is_linear=0
shrinkage=0.00267901


Tree=391
num_leaves=29
num_cat=0
split_feature=4 12 150 10 12 11 52 52 11 12 10 150 4 16 15 42 15 4 16 43 43 16 43 16 4 4 52 4
split_gain=1847.46 650.436 239.481 160.102 135.59 109.961 106.664 126.637 72.0729 58.2119 55.6213 56.7776 53.6077 45.7452 40.1006 31.5089 30.3732 30.0399 19.1489 18.5054 38.4239 20.8856 10.9761 19.6205 11.283 7.39994 2.40438 0.716109
threshold=0.27998000000000006 1.0000000180025095e-35 0.089155000000000012 -1.0000000180025095e-35 0.11755500000000001 0.078065000000000009 -0.092084999999999986 -0.065909999999999982 1.0000000180025095e-35 0.095775000000000013 -1.0000000180025095e-35 0.081245000000000026 0.51367000000000018 -0.073554999999999995 0.025430000000000005 0.0069650000000000016 -0.0070899999999999991 0.049545000000000006 -0.14463999999999996 0.058975000000000007 0.092445000000000013 0.0063750000000000013 -0.066724999999999993 -0.049824999999999994 0.053330000000000009 -0.064209999999999989 0.087790000000000021 -0.15764999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 10 27 -8 9 17 -2 12 -12 -9 -10 -6 -15 19 -19 21 -21 -3 24 25 26 -24 -11 -5
right_child=5 4 -4 6 15 -7 7 13 14 22 11 -13 -14 16 -16 -17 -18 18 -20 20 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=0.0047986644793671304 0.0006318847023642735 0.01134215595583268 0.0036950617385697665 0.010859444384227174 0.0092594845226796323 0.0070026213838437186 0.0055516122810832002 0.010591689233358979 0.011438689733100076 0.011125392460871256 0.0040267871102219995 0.00585194144325269 0.001096152807225264 0.0094871121902887455 0.01408021421926796 0.0065329994144484151 0.0067493323298874362 0.010595340177786345 0.0086349967512672453 0.0085400944189096464 0.011334591696002849 0.010447613410966301 0.010572449051935691 0.0085346591854882602 0.0094061728673311903 0.009430813621322259 0.010388165053293435 0.011295611654581027
leaf_weight=70 52 947 85 54 57 52 85 89 89 66 97 52 68 52 63 52 52 81 53 54 76 204 83 84 55 66 53 55
leaf_count=70 52 947 85 54 57 52 85 89 89 66 97 52 68 52 63 52 52 81 53 54 76 204 83 84 55 66 53 55
internal_value=0 0.0100646 0.00759536 0.00832074 0.0107071 0.00363408 0.00895774 0.00812562 0.0108588 0.0107191 0.00298281 0.00354604 0.00281917 0.00925912 0.0125337 0.00795902 0.00811848 0.0109618 0.00982018 0.0110812 0.010174 0.0111836 0.00987514 0.00951465 0.0103577 0.0100669 0.0107973 0.0110798
internal_weight=0 2625 542 457 2083 321 387 278 1974 1822 269 217 165 193 152 109 104 1415 134 1281 130 1151 407 233 174 149 119 109
internal_count=2946 2625 542 457 2083 321 387 278 1974 1822 269 217 165 193 152 109 104 1415 134 1281 130 1151 407 233 174 149 119 109
is_linear=0
shrinkage=0.00253017


Tree=392
num_leaves=27
num_cat=0
split_feature=1 1 12 47 48 10 11 0 15 15 0 12 1 150 12 0 1 0 12 0 49 11 130 12 0 133
split_gain=2850.8 558.664 356.144 220.835 153.146 128.642 114.831 99.7316 70.9698 100.981 60.6326 57.3063 44.353 43.3608 53.3237 39.2938 102.541 62.3837 59.5985 23.0558 24.1439 18.7331 12.5468 11.7136 10.3912 8.11932
threshold=0.11690500000000002 0.095920000000000019 0.086085000000000009 0.085585000000000008 0.099800000000000014 -0.020369999999999996 1.0000000180025095e-35 0.056895000000000008 -0.0039399999999999991 -0.41956999999999994 -0.14867499999999997 0.10011000000000002 0.13486500000000004 1.0000000180025095e-35 -1.0000000180025095e-35 -0.108275 0.085410000000000014 -0.14043999999999998 0.091290000000000024 -0.066934999999999981 0.097940000000000013 0.082245000000000013 -0.08075499999999998 0.087695000000000009 -0.14043999999999998 0.081310000000000007
decision_type=2 2 2 2 2 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 13 5 -5 -2 7 15 9 12 -8 21 -7 14 -3 16 17 -1 22 20 -20 -4 -17 -24 -15 -21
right_child=3 2 11 4 -6 8 10 -9 -10 -11 -12 -13 -14 24 -16 18 -18 -19 19 25 -22 -23 23 -25 -26 -27
leaf_value=0.013761210019305805 -0.00085014194941839829 0.005672633325956542 0.01100822493143361 0.0097741393679655689 0.0037515267759340703 0.0055709722597647501 0.015950402812203626 0.0084504607076294879 0.0058349227120074385 -0.00028937594752221951 0.012157815127802757 0.0089149768808633803 0.0023992057945385779 0.004459318146451504 0.0087535958097554913 0.010793562641527799 0.0076608967438648694 0.010185428065579392 0.011467795773193984 0.009345433126850454 0.0099714494808420193 0.012834418890902609 0.012213523839225566 0.011666246149220592 0.006031194769177857 0.010660131522501427
leaf_weight=52 57 64 94 52 53 52 53 69 54 53 52 67 58 53 77 55 58 73 423 59 80 56 691 380 52 59
leaf_count=52 57 64 94 52 53 52 53 69 54 53 52 67 58 53 77 55 58 73 423 59 80 56 691 380 52 59
internal_value=0 0.0109847 0.00850541 0.00366036 0.00673441 0.00248225 0.0115303 0.0113967 0.0033577 0.00253686 0.0140724 0.0108334 0.00389883 0.00645171 0.00735533 0.0115021 0.0104017 0.0116732 0.0116173 0.0109968 0.0112299 0.0116902 0.0119595 0.0120194 0.00523803 0.010003
internal_weight=0 2567 463 379 105 274 2104 1999 217 163 105 217 110 246 141 1930 183 125 1747 621 503 150 1126 1071 105 118
internal_count=2946 2567 463 379 105 274 2104 1999 217 163 105 217 110 246 141 1930 183 125 1747 621 503 150 1126 1071 105 118
is_linear=0
shrinkage=0.00249285


Tree=393
num_leaves=24
num_cat=0
split_feature=1 1 1 39 457 1 159 10 40 11 51 51 43 42 43 156 1 156 156 131 42 1 1
split_gain=4109.89 778.178 192.401 201.539 170.797 156.476 108.215 82.3571 73.4956 55.7021 48.1965 42.919 38.9339 35.3699 36.9464 25.2973 33.7996 21.1678 19.2986 17.3014 14.645 3.64929 1.54971
threshold=0.10378000000000001 0.12313000000000002 0.092395000000000019 0.055555000000000007 0.079930000000000015 0.15559500000000001 0.079875000000000015 -0.008179999999999998 -0.0063949999999999988 1.0000000180025095e-35 -1.0000000180025095e-35 -0.40444499999999994 -0.049364999999999992 0.11929000000000002 -0.00067499999999999993 0.089540000000000022 0.085780000000000009 0.088735000000000022 0.080810000000000007 0.084720000000000004 0.092860000000000012 0.099440000000000014 0.13546500000000003
decision_type=2 2 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 9 19 6 7 10 -3 -9 11 -2 -1 -12 14 17 16 -16 18 -13 20 21 -4 -10
right_child=1 5 3 -5 -6 -7 -8 8 22 -11 12 13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.025816956046921524 0.026417683958410695 0.017077917231488153 0.026281449409102819 0.022123314932502115 0.019954845290666899 0.015318643626598403 0.02196495409102097 0.01830059398960325 0.021379514771357754 0.029295395433541916 0.02301923471003256 0.027963543326941377 0.025128907603155948 0.026216053094169259 0.027405135203334981 0.028674791297166068 0.025958188657362886 0.026973871498043363 0.029059369420420027 0.027654706403411805 0.027276692303477793 0.025510835424412761 0.020853658876875937
leaf_weight=59 64 53 68 55 56 52 85 66 66 100 73 1059 94 73 364 54 96 95 82 66 56 56 54
leaf_count=59 64 53 68 55 56 52 85 66 66 100 73 1059 94 73 364 54 96 95 82 66 56 56 54
internal_value=0 0.0213645 0.0274756 0.0258649 0.023435 0.0187174 0.0240517 0.0194568 0.0201346 0.0277202 0.0248195 0.0276365 0.0242069 0.0276953 0.027757 0.0272684 0.0271032 0.0279602 0.0280423 0.0267013 0.0263516 0.0259336 0.0211431
internal_weight=0 663 2283 301 372 291 316 239 186 1982 231 1882 167 1823 1750 514 460 1236 1141 246 180 124 120
internal_count=2946 663 2283 301 372 291 316 239 186 1982 231 1882 167 1823 1750 514 460 1236 1141 246 180 124 120
is_linear=0
shrinkage=0.00216065


Tree=394
num_leaves=30
num_cat=0
split_feature=1 1 12 12 1 12 12 10 15 12 12 43 41 15 42 15 16 1 1420 49 12 52 12 49 51 52 16 42 52
split_gain=2547.29 446.895 265.939 216.695 214.677 86.8439 74.9791 73.5703 66.6629 64.0411 54.2072 43.6763 40.138 29.7215 28.7256 27.3839 27.178 21.2834 19.7943 22.1214 18.4816 16.9938 15.2474 23.9219 12.2637 26.7895 11.4216 10.4274 7.43037
threshold=0.10749500000000002 0.13601500000000002 0.088365000000000013 1.0000000180025095e-35 0.092395000000000019 0.095175000000000023 -1.0000000180025095e-35 -0.020369999999999996 -0.10059999999999998 -0.041014999999999989 0.10052500000000002 -0.025079999999999995 0.078150000000000011 0.11883000000000001 -0.097789999999999988 -0.040119999999999996 0.18078000000000002 0.11907500000000001 -1.0000000180025095e-35 -0.079769999999999994 -0.0066799999999999993 -0.052874999999999991 0.090285000000000018 0.036605000000000006 -0.023999999999999997 0.029970000000000007 -0.076439999999999994 -0.004089999999999999 0.099570000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 8 12 -6 -3 -1 -9 -4 17 18 14 -7 24 20 -2 -5 -20 -10 -13 27 -24 -16 -26 -17 -21 -28
right_child=1 7 10 5 6 13 -8 9 16 -11 -12 21 -14 -15 15 26 -18 -19 19 22 -22 -23 23 -25 25 -27 28 -29 -30
leaf_value=0.01408645750187542 0.0051792085608897099 -0.00082645837879746103 0.011458194977826592 0.013780001104483831 0.0056765781877583061 0.013150594196638971 0.0093777011813531222 0.0011024352073530598 0.011169022905169457 0.004983666661026784 0.0081600410338987395 0.0074883110421125904 0.014476486693432239 0.0093674533787620404 0.011264123374122402 0.012586613793107751 0.012319881735345595 0.0028199377932792138 0.01076945966502308 0.012903206826782343 0.0091805103944061703 0.0056021871384673077 0.012099159593799478 0.010147030169878675 0.0085440632981811943 0.011110485851780321 0.011744359710229916 0.012277576709524812 0.010510761131102104
leaf_weight=53 57 52 74 59 82 54 74 63 60 58 68 53 61 63 61 71 53 52 73 276 75 95 321 52 60 56 94 620 56
leaf_count=53 57 52 74 59 82 54 74 63 60 58 68 53 61 63 61 71 53 52 73 276 75 95 321 52 60 56 94 620 56
internal_value=0 0.0054011 0.00695206 0.0116654 0.00986848 0.0120263 0.00743242 0.00182387 0.0114452 0.0029631 0.009879 0.00533473 0.0123579 0.0110847 0.011324 0.0110761 0.0107005 0.00405395 0.0122657 0.0121991 0.0100645 0.00627782 0.0122813 0.0118271 0.0102938 0.00978327 0.0117026 0.0124703 0.011284
internal_weight=0 572 399 2374 397 1977 156 173 241 121 142 257 1462 515 452 398 188 109 1401 1342 135 148 1269 373 177 116 221 896 150
internal_count=2946 572 399 2374 397 1977 156 173 241 121 142 257 1462 515 452 398 188 109 1401 1342 135 148 1269 373 177 116 221 896 150
is_linear=0
shrinkage=0.00266472


Tree=395
num_leaves=23
num_cat=0
split_feature=4 48 12 10 4 50 0 16 48 3 12 0 15 3 0 12 52 43 16 3 15 0
split_gain=104.654 40.8817 36.602 22.7123 20.9086 19.3866 32.9837 64.2789 51.6907 26.9098 28.4172 23.509 18.8359 20.1622 18.4232 16.6018 11.1071 9.57776 7.73403 7.32162 6.96837 4.7572
threshold=0.27998000000000006 0.12737000000000001 0.099170000000000022 -0.00189 0.6214050000000001 1.0000000180025095e-35 -0.12851999999999997 -0.33811499999999994 0.081890000000000004 -0.12711499999999995 0.094195000000000015 -0.06563999999999999 -0.42075999999999997 0.0035100000000000005 -0.098749999999999991 0.087765000000000024 0.11008000000000001 -0.079824999999999993 -0.083614999999999981 -0.059315 -0.011749999999999998 -0.14920999999999998
decision_type=2 2 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 12 6 7 -5 -9 10 -8 14 -2 -14 -7 16 -11 20 -19 -17 -16 -10
right_child=2 -3 -4 5 -6 11 9 8 21 15 -12 -13 13 -15 17 19 -18 18 -20 -21 -22 -23
leaf_value=0.0026375873725907467 0.0053649402219898782 0.0011152753115105352 -0.0016848612136135745 0.007943015404498285 4.6030229391449979e-05 0.0081571281286548798 0.00066744538135130732 -0.0014113963020964374 0.0050136868765976138 0.0059702463374459959 0.0054945225649705607 0.0090687731287443663 0.0043755272610298806 0.00038786365475018501 0.0072490132956035663 0.0046784838463371382 0.0036140703996089089 0.0057581606940103683 0.0039923609987664145 0.0065614555718087652 0.0051703323026394705 0.0029023906092839617
leaf_weight=98 76 69 58 52 58 59 67 76 52 675 54 52 58 67 76 843 53 95 170 54 83 53
leaf_count=98 76 69 58 52 58 59 67 76 52 675 54 52 58 67 76 843 53 95 170 54 83 53
internal_value=0 0.00487741 0.00186926 0.00497677 0.00266537 0.00506794 0.00484176 0.00309168 0.00169764 0.00507527 0.00282212 0.00590449 0.00342094 0.00223856 0.00556371 0.00524302 0.00579878 0.00520271 0.00462558 0.0047919 0.00616425 0.00394849
internal_weight=0 2681 317 2612 259 2514 1979 233 181 1746 121 535 201 125 483 1625 728 424 265 897 159 105
internal_count=2998 2681 317 2612 259 2514 1979 233 181 1746 121 535 201 125 483 1625 728 424 265 897 159 105
is_linear=0
shrinkage=0.00495042


Tree=396
num_leaves=35
num_cat=0
split_feature=1 1 12 2 2 1 2 1 4 4 14 12 15 160 12 2 124 160 4 12 4 15 15 4 51 15 4 4 43 15 43 12 4 43
split_gain=2326.12 426.805 393.402 178.528 131.552 104.393 125.664 94.8268 189.1 84.0026 46.3487 44.5338 43.7866 39.3062 32.4285 38.8671 30.3313 26.565 24.5299 23.2748 21.43 19.5969 25.8219 22.2616 16.8783 25.683 14.3723 14.1144 12.1607 8.52116 5.71259 4.31019 3.97846 0.614636
threshold=0.10442000000000001 0.13612500000000002 0.088365000000000013 0.092250000000000013 0.16730000000000003 0.089875000000000024 -1.0000000180025095e-35 0.088470000000000007 -0.14088999999999999 -0.0096349999999999977 -1.0000000180025095e-35 0.10331000000000001 -0.15300999999999995 0.0065900000000000012 -1.0000000180025095e-35 0.11504500000000002 -0.084084999999999979 0.10488000000000001 0.48395000000000005 0.11755500000000001 0.032770000000000001 0.043560000000000008 -0.0073449999999999991 0.00059000000000000014 0.078960000000000016 -0.010414999999999999 -0.0051399999999999996 -0.084384999999999988 0.0034500000000000004 0.096995000000000012 -0.083134999999999987 0.085425000000000015 -0.019465 -0.030594999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 5 18 12 -7 13 -9 -4 -2 -11 -1 19 16 -16 -12 -15 -3 21 24 22 23 -5 26 -26 27 -14 30 -23 -8 -28 -32 -31
right_child=1 4 9 7 -6 6 28 8 -10 11 14 -13 20 17 15 -17 -18 -19 -20 -21 -22 29 -24 -25 25 -27 31 -29 -30 33 32 -33 -34 -35
leaf_value=0.013445643068872692 0.0070283323512342448 0.0049750106936121375 0.011295857711935579 0.010802220413670124 -0.00067135808086750154 0.0065747464227993982 0.011471785369955117 0.010864010296863607 0.005210796029490334 0.0096132172416160989 0.0051255193195492701 0.006646902488854225 0.011767939077536147 0.011884459260763923 0.0068114321815617024 0.0041586159559120024 0.0027731890731579919 0.0099094544329991607 0.0027871913580669039 0.0082927919321787152 0.0098548357556620444 0.011351082940562546 0.0081149717006182565 0.0092879657472338378 0.0094668709517402288 0.011445997505508454 0.012729731198428254 0.011139098958948298 0.0096168602538053826 0.010376813194840247 0.010870871495470356 0.01180263780050737 0.010085083677278903 0.0099927706083614565
leaf_weight=53 53 52 75 89 53 53 52 61 69 54 52 57 295 92 60 61 71 63 61 55 56 52 56 133 63 84 53 590 63 53 93 60 59 52
leaf_count=53 53 52 75 89 53 53 52 61 69 54 52 57 295 92 60 61 71 63 61 55 56 52 56 133 63 84 53 590 63 53 93 60 59 52
internal_value=0 0.0056037 0.00671561 0.0106059 0.0023683 0.0110584 0.00986552 0.00968678 0.00786365 0.00938294 0.00504507 0.0080902 0.0113628 0.0100542 0.00461418 0.00547427 0.00376787 0.0110819 0.0037942 0.00972906 0.0112709 0.0099106 0.00953664 0.00989514 0.0113401 0.010598 0.0114494 0.0113487 0.0105187 0.0105726 0.010797 0.0122377 0.010566 0.0101869
internal_weight=0 649 483 2349 166 1574 320 775 130 186 297 111 1254 645 244 121 123 155 113 490 1201 435 278 222 1145 147 998 885 267 157 204 113 152 105
internal_count=2998 649 483 2349 166 1574 320 775 130 186 297 111 1254 645 244 121 123 155 113 490 1201 435 278 222 1145 147 998 885 267 157 204 113 152 105
is_linear=0
shrinkage=0.00233876


Tree=397
num_leaves=25
num_cat=0
split_feature=1 3 0 14 2 0 42 0 3 147 0 2 49 0 43 0 13 133 1 43 2 0 42 133
split_gain=110.681 52.0657 30.2699 28.2607 26.3804 72.248 25.848 22.1646 34.4605 23.1727 31.6054 21.1426 15.7001 21.9386 15.1982 16.5055 16.9542 14.9173 13.1653 12.0866 9.62174 7.87908 4.86298 1.99044
threshold=0.094775000000000012 -0.046079999999999989 1.0000000180025095e-35 -0.23083499999999998 0.099845000000000003 0.035525000000000008 0.09087000000000002 0.040570000000000002 -0.029394999999999998 0.085900000000000018 -0.14259999999999998 0.13775000000000001 -0.062709999999999974 -0.14606999999999998 -0.14386499999999997 -0.11471499999999998 0.0057500000000000008 0.11330000000000001 0.11039500000000001 -0.0101 0.090640000000000012 -0.068419999999999995 -0.068499999999999991 0.0049900000000000005
decision_type=2 2 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 -3 6 -6 18 9 -9 10 20 12 -5 -14 23 -16 17 -17 -2 -15 -1 -8 -18 -12
right_child=1 2 -4 11 5 -7 21 8 -10 -11 14 -13 13 19 15 16 22 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0078141124228139971 0.0064930423625856309 0.0062564589603959246 -0.0021148778273534629 0.0051852502889755993 -0.0010882630795340442 0.0076433763068040755 0.0057231154366912318 0.000386455352191287 0.0070783803284995318 0.002198582454443146 0.0070758132832146178 -0.00089114435192160619 -0.00050494240408128685 0.0015020909496008075 0.002345376131608855 0.0063840619290986833 0.0025239544444589702 0.0046806204758524537 0.010796473237790578 0.0056908350615748086 0.011159156575421502 0.0025142470513409864 0.0050574540686269273 0.0085847364308627699
leaf_weight=96 60 67 63 72 80 69 69 68 54 58 60 85 90 52 52 1248 66 240 52 56 52 53 54 82
leaf_count=96 60 67 63 72 80 69 69 68 54 58 60 85 90 52 52 1248 66 240 52 56 52 53 54 82
internal_value=0 0.00328875 0.0019276 0.00253126 0.00501222 0.0029548 0.00632201 0.00593803 0.003349 0.00609529 0.00621116 0.001828 0.00268428 0.0017745 0.00598291 0.0058148 0.00592695 0.00610936 0.00849166 0.00367465 0.00898985 0.00432965 0.00366459 0.00794763
internal_weight=0 868 485 422 383 149 234 2130 122 2008 1950 355 270 198 1802 1660 1608 1488 112 108 148 122 120 142
internal_count=2998 868 485 422 383 149 234 2130 122 2008 1950 355 270 198 1802 1660 1608 1488 112 108 148 122 120 142
is_linear=0
shrinkage=0.00625302


Tree=398
num_leaves=31
num_cat=0
split_feature=4 3 3 43 2 42 2 3 11 4 13 0 12 3 0 12 3 4 475 2 12 12 155 3 4 42 13 13 475 133
split_gain=2428.86 682.253 405.201 282.814 166.038 161.737 109.932 92.4032 76.0324 75.1082 75.0986 69.3205 68.6495 65.5749 79.7454 47.2047 24.2499 23.4674 22.5115 19.864 14.9917 15.2704 14.462 40.5767 12.406 12.1486 10.0978 7.67763 4.02735 3.09271
threshold=0.27998000000000006 -0.066229999999999997 0.28833000000000003 -0.035884999999999993 0.15305000000000002 -1.0000000180025095e-35 0.092385000000000009 0.13772500000000001 1.0000000180025095e-35 -0.17568999999999999 -0.044684999999999996 -0.098749999999999991 0.085945000000000008 0.092005000000000017 -0.077614999999999976 0.091290000000000024 -0.11749 0.0049450000000000006 -0.071639999999999995 0.085835000000000009 0.083335000000000006 0.08648500000000002 0.088680000000000023 -0.098469999999999988 -0.045759999999999988 -1.0000000180025095e-35 -0.020484999999999996 -0.069874999999999979 -0.085684999999999997 0.047685000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 7 -3 8 11 15 -5 -7 -2 -8 14 19 20 -13 25 -14 -11 -1 28 23 -20 -25 29 -23 -27 -22 -17
right_child=4 2 -4 9 -6 10 12 -9 -10 13 -12 16 18 -15 -16 17 -18 -19 22 -21 21 26 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.011013702816687254 0.0066155143226420098 0.010747559156660497 0.001922891288057133 0.012688627031667472 -0.0009973948331063495 0.0077062095748531229 0.0078437040130248242 0.0010210319116277556 0.01466828513629081 0.013051845246455189 0.0042351379938274916 0.0049449850676383852 0.012371894158804117 0.0080513460559626677 0.0084847675020167292 0.011669029079921621 0.0025893871365611667 0.0096604681140143745 0.0084396200317596766 0.011069568432422404 0.013347092663569426 0.011699343207708972 0.011960254593148341 0.011551568639992391 0.010474396463843507 0.011560072455617999 0.012462309847810243 0.010495548623963187 0.012562717519690552 0.012482342138472977
leaf_weight=67 90 58 56 91 52 74 53 53 72 58 100 52 68 86 71 76 70 62 53 86 52 316 58 125 178 87 192 101 383 58
leaf_count=67 90 58 56 91 52 74 53 53 72 58 100 52 68 86 71 76 70 62 53 86 52 316 58 125 178 87 192 101 383 58
internal_value=0 0.0109121 0.00865224 0.00925612 0.00326845 0.00697064 0.01168 0.00410563 0.0120499 0.0106087 0.0057115 0.00487664 0.0106664 0.00997976 0.010751 0.0119147 0.00359364 0.0111345 0.0109767 0.0118682 0.0122112 0.0122963 0.0107475 0.0105498 0.0109189 0.0114183 0.0119878 0.0109883 0.0126565 0.0120213
internal_weight=0 2681 680 624 317 232 2001 265 1466 392 174 212 535 301 215 1394 122 384 482 144 1010 943 414 356 303 322 508 188 435 134
internal_count=2998 2681 680 624 317 232 2001 265 1466 392 174 212 535 301 215 1394 122 384 482 144 1010 943 414 356 303 322 508 188 435 134
is_linear=0
shrinkage=0.00261128


Tree=399
num_leaves=32
num_cat=0
split_feature=1 1 4 2 16 0 2 0 1 47 2 16 47 4 16 0 1 0 4 0 12 0 0 16 484 16 52 52 0 159 1
split_gain=92.4733 44.0982 30.7079 34.3176 36.6464 22.3918 23.9853 20.9206 19.9306 19.3381 19.1938 18.0619 17.2535 14.5771 14.096 16.305 13.4841 10.0191 15.4901 26.907 10.599 9.30477 9.28889 10.9887 8.99405 11.4656 20.1656 8.25632 7.4057 5.17609 1.7451
threshold=0.095920000000000019 0.15390500000000004 -0.16236499999999995 1.0000000180025095e-35 -0.0088649999999999996 -0.066574999999999981 -1.0000000180025095e-35 0.040570000000000002 0.11869500000000001 0.077065000000000008 0.10745500000000001 0.15273500000000004 0.089575000000000016 0.032770000000000001 -0.33811499999999994 -0.093874999999999986 0.10721500000000002 -0.083564999999999987 -0.085474999999999982 -0.12368999999999998 0.083535000000000012 0.11737000000000002 -0.18713499999999997 -0.13800499999999996 0.087420000000000012 0.044620000000000007 -0.42058999999999996 0.076585000000000014 -0.11825999999999999 0.086140000000000008 0.084675000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 21 5 10 8 -7 9 16 13 -5 -9 -11 17 28 -16 -4 18 27 -20 -21 -2 -12 -24 25 29 -27 -1 -15 -19 -14
right_child=1 -3 3 4 -6 6 -8 11 -10 12 22 -13 30 14 15 -17 -18 24 19 20 -22 -23 23 -25 -26 26 -28 -29 -30 -31 -32
leaf_value=0.0082287526090749821 0.0067513051822947158 -0.0020580456490939779 0.0043794305535436 -0.00055760338171777788 -0.0015685188193564092 -0.00036077638650555054 0.0042621488945778696 6.9646646944561158e-05 0.0018452531805852406 0.0087615682158001338 0.0046764454852199731 0.0040717985460240738 0.0058415767197917802 0.0061716640165984963 6.4206930184000085e-05 0.0035715683004949677 0.0076071225144032526 0.0042256630693013582 0.0014284192985102018 0.007194324564116168 0.0048301075488941005 0.0037618647045392184 0.0011282627788966547 0.0041156238082999752 0.0063002532946819442 0.0049989738984997836 0.00078810215489035656 0.0056169698617247656 0.0034856475994754013 0.0059434340235930217 0.0046230313443864097
leaf_weight=54 57 55 94 53 94 65 57 52 52 52 60 74 62 52 56 100 56 569 61 57 526 56 90 53 53 55 70 84 60 52 67
leaf_count=54 57 55 94 53 94 65 57 52 52 52 60 74 62 52 56 100 56 569 61 57 526 56 90 53 53 55 70 84 60 52 67
internal_value=0 0.00244524 0.00276003 0.00233908 0.00120933 0.00355933 0.00179866 0.00447856 0.00462242 0.00460628 0.00222954 0.00242056 0.00623002 0.0044473 0.00332457 0.00231287 0.00558481 0.00463758 0.00505658 0.00471733 0.00506135 0.0052703 0.00295749 0.00223586 0.00422742 0.00408008 0.00264133 0.00663937 0.00473322 0.00436959 0.00520912
internal_weight=0 842 787 674 350 324 122 2156 202 2030 256 126 181 1849 268 156 150 1581 782 644 583 113 203 143 799 746 125 138 112 621 129
internal_count=2998 842 787 674 350 324 122 2156 202 2030 256 126 181 1849 268 156 150 1581 782 644 583 113 203 143 799 746 125 138 112 621 129
is_linear=0
shrinkage=0.00520265


Tree=400
num_leaves=16
num_cat=0
split_feature=15 3 39 3 447 10 14 0 0 0 3 3 132 123 42
split_gain=2709.96 1304.85 687.629 233.409 161.261 150.145 143.292 195.806 136.589 117.346 98.5351 97.2206 74.2551 69.1263 34.171
threshold=-0.26361999999999991 0.11269500000000002 0.055555000000000007 0.28833000000000003 0.086460000000000023 -1.0000000180025095e-35 0.073890000000000011 -0.13165999999999997 -0.074249999999999997 -0.11167499999999998 -0.005644999999999999 -0.010434999999999998 0.080815000000000012 0.081630000000000022 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -3 6 -4 7 10 14 -1 -2 -11 -10 -7 -9
right_child=1 3 5 -5 -6 13 -8 8 12 11 -12 -13 -14 -15 -16
leaf_value=0.0057311605928229477 0.0070107913443107463 0.0072829235379114152 0.0042268107768328672 0.002113213402637593 0.0081372998707442482 0.010376117695662806 0.014561025245625562 0.012314300634363092 0.011172803512585164 0.003954657341327274 0.010726827304417794 0.00068545481605209683 0.0086316695811636344 0.007315365226939958 0.011406034724697534
leaf_weight=67 62 100 54 76 63 61 86 1247 515 88 82 92 64 91 246
leaf_count=67 62 100 54 76 63 61 86 1247 515 88 82 92 64 91 246
internal_value=0 0.0109077 0.0113086 0.00505068 0.011648 0.00741231 0.0117441 0.0116348 0.011809 0.00321906 0.00912703 0.00228386 0.010892 0.00854385 0.0121647
internal_weight=0 2747 2571 176 2365 206 2302 2216 2072 247 144 180 579 152 1493
internal_count=2994 2747 2571 176 2365 206 2302 2216 2072 247 144 180 579 152 1493
is_linear=0
shrinkage=0.00222337


Tree=401
num_leaves=15
num_cat=0
split_feature=3 2 15 13 16 447 11 1 1456 15 1 12 3 13
split_gain=100.913 49.5848 26.5618 24.1089 22.568 21.6658 26.9903 20.9632 34.2188 37.8862 20.35 16.9503 14.2132 12.5355
threshold=0.28833000000000003 0.14073000000000005 -0.41956999999999994 -0.47365999999999991 -0.42170999999999997 0.089570000000000025 0.088315000000000018 0.086115000000000011 -0.070654999999999982 0.086035000000000014 0.13148500000000005 0.086155000000000023 -0.10859999999999999 0.0024700000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 6 7 11 -9 -10 -3 13 -13 -4
right_child=3 10 5 -5 -6 -7 -8 8 9 -11 -12 12 -14 -15
leaf_value=0.0047144167278434157 0.0014163632408397296 -0.0021822184410518254 0.0059612069217812036 -0.0043233173452236102 -0.00064035382588282174 0.0014065627354315961 0.0087743516547973324 0.0089421070258435091 0.002712968802162579 0.0057181760089669558 0.0033346341606028556 0.0024209034886710059 0.0051397159862163486 0.0090775192266625421
leaf_weight=67 66 59 564 59 67 69 83 59 500 278 55 90 917 61
leaf_count=67 66 59 564 59 67 69 83 59 500 278 55 90 917 61
internal_value=0 0.00469643 0.00487093 -0.00129221 0.00203651 0.00501582 0.00511337 0.00499028 0.00415037 0.0037869 0.00047881 0.00542099 0.00489679 0.00626547
internal_weight=0 2869 2755 125 134 2621 2552 2469 837 778 114 1632 1007 625
internal_count=2994 2869 2755 125 134 2621 2552 2469 837 778 114 1632 1007 625
is_linear=0
shrinkage=0.006525


Tree=402
num_leaves=9
num_cat=0
split_feature=40 9 10 48 48 9 0 158
split_gain=58.4841 38.7638 59.8295 28.257 33.4871 21.9305 18.9106 11.5487
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.16491499999999995 -0.087924999999999989 -0.024949999999999996 1.0000000180025095e-35 -0.23089999999999997 0.081110000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 -6 -8
right_child=-2 2 3 4 5 -7 7 -9
leaf_value=-0.00060935594384282509 -0.001149772705062704 -0.002336701461702733 0.006497628754839114 0.00025278034258271591 0.0060665687710939496 0.0059155587020398156 0.0030029365745430025 0.0041163321780295194
leaf_weight=75 91 52 70 101 60 82 2182 281
leaf_count=75 91 52 70 101 60 82 2182 281
internal_value=0 0.00305597 0.0031532 0.00325605 0.00317218 0.00328535 0.00319984 0.00312998
internal_weight=0 2903 2828 2776 2706 2605 2523 2463
internal_count=2994 2903 2828 2776 2706 2605 2523 2463
is_linear=0
shrinkage=0.00516639


Tree=403
num_leaves=27
num_cat=0
split_feature=1 3 3 4 3 4 0 4 12 3 11 4 4 0 4 0 131 1 0 4 12 475 1 3 42 42
split_gain=1925.64 412.224 165.502 129.781 119.229 114.427 99.8701 69.1303 163.423 64.9088 57.3312 53.3274 51.4165 40.9876 36.4815 33.1133 29.9954 21.4632 21.917 18.1781 12.7717 12.4723 10.1202 8.27997 7.31468 5.44377
threshold=0.10398500000000001 -0.055389999999999988 0.3148450000000001 0.24099500000000004 0.076825000000000018 0.41939500000000002 -0.076734999999999984 -0.42305999999999994 0.08401500000000002 0.091085000000000013 0.084110000000000004 0.27420500000000009 0.028075000000000006 -0.14920999999999998 0.046185000000000004 -0.060454999999999995 0.07635500000000002 0.095265000000000016 -0.097774999999999987 -0.015104999999999999 -0.081654999999999991 -0.008964999999999999 0.084675000000000014 -0.07822999999999998 0.091005000000000016 0.095420000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 6 11 10 9 21 -9 13 16 -3 -6 22 17 19 -2 18 -15 25 -13 -8 -1 -16 -17 -10
right_child=1 2 -4 -5 12 -7 7 8 15 -11 -12 20 -14 14 23 24 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.012872050696852159 0.0066990874166272659 0.0051049072404721479 0.0013359017863803591 0.0072687879921706266 0.008601739989975668 0.0049762098907339949 0.011978614571639901 0.0052968078800742346 0.010784278389006906 0.0081510530151995813 0.010987866987300582 0.0034432051709448091 0.005589353188824267 0.012190386626191889 0.010064635019832159 0.0078049178824239427 0.009084454574933681 0.0092491497017371492 0.010769342078190742 0.0090166104032123259 0.0017832764372795445 0.010445339139510726 0.011399728018281855 0.0088364127710080266 0.0090825125309894061 0.010019850287614162
leaf_weight=60 52 101 92 83 53 52 54 59 108 58 61 58 91 68 64 52 78 52 1203 77 52 76 52 67 55 116
leaf_count=60 52 101 92 83 53 52 54 59 108 58 61 58 91 68 64 52 78 52 1203 77 52 76 52 67 55 116
internal_value=0 0.00562559 0.00424069 0.0102531 0.00499341 0.00817301 0.0103646 0.00951434 0.00907777 0.0106771 0.0090432 0.00382978 0.00669826 0.0107707 0.0106614 0.00962446 0.00813051 0.0107827 0.0108454 0.0100377 0.00265875 0.0110824 0.0121887 0.00943666 0.00846187 0.0103885
internal_weight=0 690 447 2304 355 243 2221 597 467 1624 191 211 144 1566 1454 408 130 1323 1271 301 110 130 112 131 107 224
internal_count=2994 690 447 2304 355 243 2221 597 467 1624 191 211 144 1566 1454 408 130 1323 1271 301 110 130 112 131 107 224
is_linear=0
shrinkage=0.0024299


Tree=404
num_leaves=17
num_cat=0
split_feature=3 2 149 151 448 13 52 52 49 3 2 2 16 132 13 3
split_gain=72.2112 37.7241 22.6941 20.3656 20.0082 17.5739 17.8517 29.7289 16.0609 35.8974 14.4692 42.2955 13.1629 9.05884 9.35811 17.3811
threshold=0.3148450000000001 0.10633000000000002 0.078645000000000007 0.025200000000000004 -0.076874999999999985 0.17226500000000003 0.087790000000000021 -0.41694999999999993 -0.046739999999999997 -0.086284999999999987 -0.084369999999999987 -1.0000000180025095e-35 -0.06859999999999998 0.085455000000000017 -0.089024999999999979 0.0035100000000000005
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 9 -6 -10 -12 -8 14 -9 -16
right_child=-2 5 -4 -5 8 -7 12 13 10 -11 11 -13 -14 -15 15 -17
leaf_value=0.0059619321106377521 -0.0014801243419178803 0.0037487498033565926 0.0062275767633808623 0.00054858879115462784 -0.0017207692673309684 -0.00089077734717735407 0.0047582727475460624 -0.0005414588454097629 0.0055028486202766212 0.0031926584057328814 -0.00088393962684345088 0.0031694862123612852 0.0017194202719176897 -0.0011476316447269993 0.0029270177045620594 -5.135245993027009e-05
leaf_weight=55 98 99 52 79 54 57 79 64 58 101 63 1835 59 53 105 83
leaf_count=55 98 99 52 79 54 57 79 64 58 101 63 1835 59 53 105 83
internal_value=0 0.00276573 0.00304931 0.00297567 0.00306416 0.00167821 0.00194847 0.00143223 0.00298864 0.00148055 0.00310812 0.00303491 0.00345943 0.000680134 0.00106475 0.00161182
internal_weight=0 2896 2297 2245 2166 599 542 404 2111 155 1956 1898 138 305 252 188
internal_count=2994 2896 2297 2245 2166 599 542 404 2111 155 1956 1898 138 305 252 188
is_linear=0
shrinkage=0.00486501


Tree=405
num_leaves=29
num_cat=0
split_feature=4 2 12 150 2 2 2 12 4 4 3 13 4 150 2 3 157 2 160 12 3 3 4 12 157 42 50 42
split_gain=2706 902.384 537.079 227.037 200.865 205.042 130.663 126.794 115.848 106.71 80.6951 66.0651 61.6563 48.9461 36.6197 40.1689 35.3414 32.6447 27.49 21.1751 21.1516 16.6978 14.0275 13.6192 9.64012 9.40858 6.67066 4.83176
threshold=0.31392000000000003 0.14744000000000002 0.056995000000000011 0.093965000000000007 0.072175000000000017 0.092250000000000013 0.15305000000000002 0.09567500000000001 -0.17568999999999999 0.016670000000000001 -0.13392999999999997 -0.077944999999999987 0.053330000000000009 0.081245000000000026 0.089635000000000006 -0.087864999999999985 -0.0074399999999999996 -0.021469999999999996 -0.068619999999999987 0.090335000000000013 -0.0048549999999999991 -0.11372999999999998 -0.027724999999999996 0.10331000000000001 -0.0066899999999999989 -0.079234999999999986 0.10880500000000001 -0.016999999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 17 22 13 10 -7 -10 11 -4 16 18 19 -16 -9 -1 -2 26 -20 -18 -6 -14 -17 -23 -12 -21
right_child=6 -3 7 -5 5 8 -8 12 9 -11 14 -13 23 -15 15 24 21 -19 20 27 -22 25 -24 -25 -26 -27 -28 -29
leaf_value=0.0079232349929668367 0.0052271459102819608 0.0033723894897043027 0.014733558691701915 0.0050299725203537971 0.013127511113282853 0.011245555798373042 0.0011823790115863208 0.0091096466130636874 0.0065662166267366831 0.0098886042887713545 0.011649455508902014 0.011757827242052552 0.0095850085491735425 0.0061418818828390832 0.0093115961960912076 0.011805903427170542 0.011925006757222413 0.0056476275498867252 0.004547612160481853 0.011411155100344099 0.0028368601413501907 0.011422124427107336 0.011637013824094551 0.0081854526114349523 0.010838380280283477 0.010495289964004227 0.010897756668659509 0.010694930571156138
leaf_weight=53 61 74 52 61 52 65 56 57 93 72 760 79 63 67 72 55 52 53 52 54 73 57 55 55 213 252 54 161
leaf_count=53 61 74 52 61 52 65 56 57 93 72 760 79 63 67 72 55 52 53 52 54 73 57 55 55 213 252 54 161
internal_value=0 0.0104228 0.0106282 0.00873512 0.00924526 0.0100189 0.00401369 0.0110968 0.00892888 0.00801612 0.0114024 0.0129392 0.0102414 0.00464029 0.0112554 0.0106717 0.0106107 0.00678564 0.00409928 0.0114482 0.00354871 0.0108477 0.0123616 0.00893286 0.011037 0.0106663 0.0115996 0.0108749
internal_weight=0 2614 2540 504 443 337 309 2036 230 165 1500 131 536 253 1369 340 418 106 186 1029 125 361 107 118 268 309 814 215
internal_count=2923 2614 2540 504 443 337 309 2036 230 165 1500 131 536 253 1369 340 418 106 186 1029 125 361 107 118 268 309 814 215
is_linear=0
shrinkage=0.00204806


Tree=406
num_leaves=15
num_cat=0
split_feature=4 43 44 3 4 3 3 14 457 457 1428 4 147 39
split_gain=58.9176 26.057 18.8885 17.7896 36.5967 38.5977 26.5214 16.7012 13.1195 25.5325 12.2387 17.6126 8.76834 10.8116
threshold=0.31392000000000003 -0.088784999999999989 1.0000000180025095e-35 0.092005000000000017 -0.029404999999999997 0.14813000000000001 0.076825000000000018 -0.10523499999999998 0.087350000000000011 0.08351500000000002 0.08179500000000002 -0.10701499999999999 0.074865000000000015 0.084075000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 8 -3 9 10 11 -1 13 -9
right_child=1 7 -4 4 5 -7 -8 12 -10 -11 -12 -13 -14 -15
leaf_value=0.0014405178529561258 -0.0028359755617416715 0.0033609246141057679 0.006193297286777439 0.0039874593416008106 -0.0036787016016207219 0.0025991965661401766 0.0066981342106208113 -0.0016232519423850353 0.0050263094107233439 -0.00060345639809091423 0.0052846916485841606 0.0031052968463302637 0.002213289626572008 0.0015118693595467293
leaf_weight=197 52 76 52 88 56 54 56 76 87 56 65 1903 53 52
leaf_count=197 52 76 52 88 56 54 56 76 87 56 65 1903 53 52
internal_value=0 0.000584188 0.00303092 0.00296672 0.00144064 -0.00059631 0.00309451 0.00127643 0.00300705 0.00292793 0.0030193 0.00294915 0.000400853 -0.000349167
internal_weight=0 309 2614 2562 198 110 2364 257 2308 2221 2165 2100 181 128
internal_count=2923 309 2614 2562 198 110 2364 257 2308 2221 2165 2100 181 128
is_linear=0
shrinkage=0.00529836


Tree=407
num_leaves=21
num_cat=0
split_feature=1 160 0 42 34 2 12 2 0 160 160 0 16 0 12 457 131 51 42 131
split_gain=53.5265 48.1445 18.7216 16.8634 19.1886 46.9788 23.2406 21.8876 22.9003 13.5913 19.7922 13.4689 24.6576 10.3003 9.10618 8.49531 7.3095 11.0392 8.0835 4.9278
threshold=0.095920000000000019 0.092280000000000015 -0.14259999999999998 -0.085319999999999993 -0.081629999999999994 -1.0000000180025095e-35 -0.09472499999999999 0.095850000000000005 0.055865000000000005 -0.030229999999999996 0.083130000000000023 0.040570000000000002 0.12992000000000004 -0.10594499999999998 -0.014854999999999998 0.086645000000000014 1.0000000180025095e-35 -0.095009999999999983 -0.079234999999999986 0.090545000000000014
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 9 -2 -5 -6 -7 19 -9 -1 -11 13 -13 -4 -15 16 17 -16 -18 -8
right_child=1 -3 11 4 5 6 7 8 -10 10 -12 12 -14 14 15 -17 18 -19 -20 -21
leaf_value=0.0024114542247786032 -0.0021821136751615147 0.0059351444317813232 0.0011048963402193871 0.0040025493878238904 -0.0037238074210766085 0.0048102543878465794 0.0037307760624670921 -0.00040952929866469459 0.0032772797667230008 0.0082455384517293295 0.0036380017147635852 -0.0019800975026142672 0.0032109424502714747 0.0053427204053955743 0.0011271644488220279 0.0050093909957594808 0.0051210315362846493 0.0028626914387359847 0.0029617675529362451 0.0017110014344218132
leaf_weight=56 54 65 96 66 66 55 79 316 65 56 64 52 67 52 130 61 89 1210 148 76
leaf_count=56 54 65 96 66 66 55 79 316 65 56 64 52 67 52 130 61 89 1210 148 76
internal_value=0 0.00125821 0.00294873 0.000866881 0.00109469 0.000802485 0.00130806 0.000948582 0.000219295 0.00471446 0.00578869 0.00278556 0.000942081 0.00290836 0.00301077 0.0029367 0.00285649 0.00269436 0.00377289 0.00274082
internal_weight=0 842 2081 777 723 657 591 536 381 176 120 1905 119 1786 1690 1638 1577 1340 237 155
internal_count=2923 842 2081 777 723 657 591 536 381 176 120 1905 119 1786 1690 1638 1577 1340 237 155
is_linear=0
shrinkage=0.00565686


Tree=408
num_leaves=24
num_cat=0
split_feature=1 13 3 13 52 3 2 1 2 16 0 48 16 16 4 4 51 16 49 52 52 43 0
split_gain=37.0263 31.1837 21.9597 21.1248 17.8747 15.6027 15.6444 13.6468 26.2075 20.9126 12.9503 13.3687 21.6659 17.1555 71.8157 36.833 15.9345 15.0288 12.9738 23.0454 8.3853 7.46524 3.81939
threshold=0.095920000000000019 0.17226500000000003 -0.14186499999999996 0.060680000000000005 -0.41694999999999993 -0.078584999999999988 -0.032374999999999994 0.10868000000000001 0.13554000000000002 -0.0096749999999999978 -0.14259999999999998 0.093225000000000016 0.0054050000000000009 0.08215500000000002 -0.111135 -0.47860499999999995 -0.087829999999999978 0.0060400000000000011 -0.00025999999999999992 0.0049050000000000005 -0.087094999999999992 -0.085264999999999994 -0.06976499999999998
decision_type=2 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 -4 -6 -7 9 -9 -8 18 13 -13 14 -12 -15 -16 20 -1 -20 -18 -17 -23
right_child=1 -3 4 -5 5 6 7 8 -10 -11 11 12 -14 15 16 21 17 -19 19 -21 -22 22 -24
leaf_value=0.0015327707517403288 0.0053786421353445224 -0.002169487502112771 0.0035465937822397472 0.0013502990866408094 -0.0019749031748881483 -0.0014155801034834116 0.0012216870151888586 0.0029066700409656303 -6.0384224389099502e-05 -0.0025879613869170728 -0.0036447001044188692 0.0020332403784605272 -0.0018220961957885382 0.0066041038938850979 0.0044327036501023718 0.003633427763014045 0.0035893407412473364 -0.00022725052817044203 0.0066208372517366412 0.0022366866135229107 0.0020430508214295089 0.00080601511867653376 0.0025439574995336409
leaf_weight=59 55 73 54 75 53 66 108 188 118 52 54 97 56 63 71 63 92 68 57 60 1215 72 54
leaf_count=59 55 73 54 75 53 66 108 188 118 52 54 97 56 63 71 63 92 68 57 60 1215 72 54
internal_value=0 0.000913049 0.00120574 0.003055 0.000829436 0.000578531 0.000833013 0.0011516 0.00176234 -1.61195e-05 0.0021398 0.00202139 0.000621792 0.00214359 0.00194332 0.00333543 0.00215204 0.00203423 0.00342118 0.00437301 0.00215193 0.0022456 0.00155127
internal_weight=0 842 769 130 639 585 532 466 306 160 2081 1905 153 1752 1500 252 1446 1375 176 117 1307 189 126
internal_count=2923 842 769 130 639 585 532 466 306 160 2081 1905 153 1752 1500 252 1446 1375 176 117 1307 189 126
is_linear=0
shrinkage=0.00493554


Tree=409
num_leaves=23
num_cat=0
split_feature=4 39 13 0 4 13 13 457 42 0 123 15 158 4 0 133 13 4 157 51 4 15
split_gain=1412.04 326.972 264.496 110.979 72.9451 70.6367 65.71 72.7285 57.647 40.7427 31.5801 31.4967 27.6644 26.7326 119.888 25.5548 21.639 16.3614 11.5091 10.898 6.77364 5.41245
threshold=0.31392000000000003 0.0047850000000000011 -0.23438999999999996 -0.068669999999999995 -0.032169999999999997 0.06211500000000001 -0.077034999999999978 0.062030000000000009 0.086700000000000013 -0.14164999999999997 0.080635000000000012 -0.14151499999999997 0.019155000000000002 -0.49269499999999994 -0.021574999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.043640000000000005 -1.0000000180025095e-35 -0.085594999999999991 0.11321500000000001 -0.065419999999999992
decision_type=2 2 2 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 9 8 17 11 16 -4 -3 -8 -13 18 15 -15 -2 19 -11 -6 -19 -21
right_child=5 3 4 -5 6 -7 7 -9 -10 13 -12 12 -14 14 -16 -17 -18 20 -20 21 -22 -23
leaf_value=0.0063797965140885791 0.0053903190185895867 0.010573294185652176 0.01303317886671272 0.0055789445681298493 0.012347483096976211 0.0022862662827358212 0.011734546802440619 0.0075553284462892573 0.0039109076847156027 0.013122948539767216 0.0079686197678226194 0.0095139063522622289 0.011078301996900628 0.011675656895904114 0.0079331411799733326 0.010886850006327473 0.0072705585051619946 0.0095485883184757408 0.011560557774600621 0.010808541938839032 0.010797287566172918 0.011464700871181078
leaf_weight=84 75 54 78 99 54 56 68 78 100 56 63 294 93 495 72 534 78 52 63 163 58 156
leaf_count=84 75 54 78 99 54 56 68 78 100 56 63 294 93 495 72 534 78 52 63 163 58 156
internal_value=0 0.0104668 0.0107318 0.00752477 0.0108897 0.00482388 0.0103885 0.00978371 0.00538546 0.0112821 0.00917101 0.0101657 0.00988992 0.0111701 0.0110484 0.0112663 0.00634905 0.0110557 0.012296 0.0113059 0.0102072 0.0111295
internal_weight=0 2614 2398 216 2314 309 1016 533 253 1298 117 455 387 1220 1101 1029 153 483 119 373 110 319
internal_count=2923 2614 2398 216 2314 309 1016 533 253 1298 117 455 387 1220 1101 1029 153 483 119 373 110 319
is_linear=0
shrinkage=0.00249621


Tree=410
num_leaves=22
num_cat=0
split_feature=1 1 12 123 4 4 4 12 11 1 3 4 3 4 1 49 4 12 43 4 133
split_gain=2964.35 542.677 384.175 194.71 179.12 116.897 76.4152 73.1157 116.426 54.7836 42.4846 37.7384 44.7511 26.5522 39.5193 31.5973 18.6998 18.5638 15.795 13.1912 10.5519
threshold=0.10398500000000001 0.13074500000000003 0.088365000000000013 1.0000000180025095e-35 0.046185000000000004 0.27998000000000006 -0.014854999999999998 0.11755500000000001 1.0000000180025095e-35 0.083670000000000008 -0.12077499999999998 -0.080954999999999985 0.085090000000000013 0.056815000000000011 0.11319000000000001 -0.0019649999999999997 -0.4950449999999999 0.087135000000000004 -0.055679999999999993 0.18095500000000003 0.093405000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 7 -3 -4 8 10 19 -1 16 -13 15 -15 -2 -12 -10 -7 20 -6
right_child=1 5 6 -5 9 18 -8 -9 17 -11 11 12 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0065318229976454398 0.0035138782449224658 0.0028873953808509147 0.0084423590942589964 0.0051680090005615398 0.0071199057546262505 -0.0005033025292524334 0.0058741113639429587 0.0060540701524821631 0.01077975520051775 0.0050803975825969025 0.0094943071017143821 0.0080547471700251894 0.0063758379256159091 0.0050619237864713354 0.0030724605857438518 0.0015776554502376107 0.0084336530960790208 0.0092932367184220786 0.00071898481146052615 0.0076977783923848093 0.006142294023553499
leaf_weight=56 64 91 66 88 97 59 98 54 57 62 64 1064 57 55 89 52 507 58 92 71 62
leaf_count=56 64 91 66 88 97 59 98 54 57 62 64 1064 57 55 89 52 507 58 92 71 62
internal_value=0 0.00343988 0.0046975 0.00785865 0.00796583 0.00123638 0.00690779 0.00817082 0.00823217 0.00662 0.00811386 0.00816621 0.0079694 0.00330323 0.00383246 0.00264609 0.00855257 0.0100302 0.000241272 0.00703493 0.00673882
internal_weight=0 666 424 2297 2209 242 164 1917 1863 292 1748 1692 1121 260 144 116 571 115 151 230 159
internal_count=2963 666 424 2297 2209 242 164 1917 1863 292 1748 1692 1121 260 144 116 571 115 151 230 159
is_linear=0
shrinkage=0.00184409


Tree=411
num_leaves=23
num_cat=0
split_feature=2 2 2 52 52 16 2 9 16 34 447 11 39 13 48 16 16 2 49 2 2 52
split_gain=1276.06 574.472 398.85 117.819 149.119 106.693 93.2115 81.2887 42.379 39.8901 39.5937 36.421 28.3867 27.2783 27.0483 34.9846 24.8938 27.6344 29.2295 24.3365 14.4702 9.68262
threshold=0.13388500000000003 -1.0000000180025095e-35 0.10251500000000001 -0.42946499999999993 0.029970000000000007 -0.059289999999999995 0.25063000000000007 0.082325000000000023 0.053305000000000012 -0.078549999999999995 0.085135000000000016 1.0000000180025095e-35 0.085285000000000014 -0.081659999999999996 0.096245000000000011 -0.03614499999999999 0.50609000000000015 0.08895500000000002 -0.026279999999999998 0.072175000000000017 0.11366500000000002 -0.54752499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 10 21 8 9 12 -7 14 -1 11 16 13 -2 15 -5 17 19 -19 -3 -6 -4
right_child=6 2 3 4 20 7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.0057288794663061153 0.0038348751634514253 0.010908737483413774 0.011574796832008185 0.0076065545109364778 0.010595815164084612 0.005444205298454948 0.00057307169747511052 0.010046831681802622 0.0086357047940764167 0.0024501195920449081 0.0089520888709528172 0.012853541858189375 0.0029776716407244833 0.0063943795599354291 0.0043527292218158865 0.0048289327491103911 0.0093408221853450643 0.009192906360566069 0.010935911684976218 0.011697021969859023 0.0089654906054492545 0.010033025497633742
leaf_weight=55 52 449 64 88 87 52 54 59 54 52 58 92 54 71 55 52 55 81 487 765 72 55
leaf_count=55 52 449 64 88 87 52 54 59 54 52 58 92 54 71 55 52 55 81 487 765 72 55
internal_value=0 0.0102259 0.0105882 0.00851303 0.00782771 0.0060479 0.00365905 0.0078909 0.00653131 0.00413573 0.0111386 0.0112043 0.00460037 0.00531255 0.0059484 0.00657507 0.0111217 0.0111766 0.0106874 0.0114055 0.00985774 0.0108625
internal_weight=0 2732 2514 527 408 218 231 111 249 107 1987 1929 177 123 195 140 1837 1782 568 1214 159 119
internal_count=2963 2732 2514 527 408 218 231 111 249 107 1987 1929 177 123 195 140 1837 1782 568 1214 159 119
is_linear=0
shrinkage=0.0026828


Tree=412
num_leaves=28
num_cat=0
split_feature=1 3 2 1 14 4 2 0 47 0 2 52 2 2 4 2 2 16 12 42 43 4 52 52 2 156 16
split_gain=3114.66 499.541 224.638 190.183 175.142 167.234 159.998 124.978 103.347 75.5486 73.5341 63.8676 62.7154 61.4119 39.6569 38.505 36.0372 30.463 30.3865 26.7032 22.4198 20.4833 25.4139 26.1513 14.4079 9.9425 7.42824
threshold=0.10398500000000001 -0.06656999999999999 0.099845000000000003 0.14228000000000005 0.064610000000000015 0.41377500000000006 -0.0098549999999999974 -0.19166999999999998 1.0000000180025095e-35 -0.13165999999999997 0.13554000000000002 -0.091869999999999993 0.13084500000000002 -0.0050599999999999994 0.50666500000000003 0.090020000000000017 0.11203000000000002 0.0054050000000000009 0.086965000000000015 0.086635000000000004 -0.048179999999999994 -0.16236499999999995 0.042815000000000006 -0.41694999999999993 0.096325000000000008 0.087400000000000019 -0.067654999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 8 6 11 -1 -8 10 -4 13 -2 21 -3 -5 19 -15 18 -17 25 -21 -11 23 -23 -19 -9 -24
right_child=1 3 9 14 -6 -7 7 15 -10 12 -12 -13 -14 16 -16 17 -18 24 -20 20 -22 22 26 -25 -26 -27 -28
leaf_value=0.0066790238467598767 0.0099469048404071756 0.0018663556591350559 0.0058511327216515399 0.0018079841442263157 0.013280454855953003 0.0036836365154416235 0.0067376248961719875 0.010778433895848193 0.0059435103637750734 0.010199367569297414 0.00099898538022263374 0.0071061810453211527 0.0064413683868477711 0.0059877028139058838 -0.000896982888196841 0.0078068802815440741 0.0036783884149633765 0.009939378817604913 0.0096181018441786371 0.0093621832754803153 0.010410303191224959 0.0093154215295183657 0.010018677234243651 0.0072952064606944577 0.011391276228086698 0.010025148014495052 0.0089499297230131412
leaf_weight=69 66 58 52 53 84 52 52 692 86 64 61 96 52 55 54 56 85 82 253 169 252 53 66 79 58 100 64
leaf_count=69 66 58 52 53 84 52 52 692 86 64 61 96 52 55 54 56 85 82 253 169 252 53 66 79 58 100 64
internal_value=0 0.00435451 0.00981119 0.00303052 0.0101447 0.00715087 0.00999692 0.0101305 0.00383307 0.00836321 0.00313222 0.00826366 0.00870872 0.00378931 0.000442639 0.0102366 0.00458579 0.00968009 0.00928993 0.0104426 0.00998962 0.00907031 0.00879442 0.00810653 0.010541 0.0106834 0.00949271
internal_weight=0 666 2297 452 1867 214 1783 1714 345 430 259 162 378 198 107 1662 140 449 309 1213 421 326 262 132 140 792 130
internal_count=2963 666 2297 452 1867 214 1783 1714 345 430 259 162 378 198 107 1662 140 449 309 1213 421 326 262 132 140 792 130
is_linear=0
shrinkage=0.00222161


Tree=413
num_leaves=26
num_cat=0
split_feature=1 1 12 1 12 4 4 4 4 12 41 158 4 1 12 3 12 12 151 4 12 4 51 43 43
split_gain=3626.61 701.045 509.303 203.031 178.23 118.84 111.776 86.7218 72.2672 70.5769 55.8541 53.9148 38.2629 77.4622 32.7278 32.065 28.2226 23.1312 22.5496 22.0257 18.6421 14.499 13.1893 10.802 4.9462
threshold=0.10398500000000001 0.13074500000000003 0.088365000000000013 0.092845000000000025 -1.0000000180025095e-35 0.27998000000000006 0.043640000000000005 -0.013125 -0.014854999999999998 0.095775000000000013 0.075585000000000013 0.078875000000000015 0.056815000000000011 0.11319000000000001 0.087605000000000002 -0.115685 -1.0000000180025095e-35 0.11619500000000001 0.025200000000000004 0.51395000000000002 0.098085000000000019 -0.076329999999999995 0.081260000000000013 -0.035884999999999993 -0.067754999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 6 -5 -3 9 23 -4 10 15 14 16 -14 -8 -1 -2 21 22 -7 -16 -11 -17 -6 -23
right_child=1 5 8 4 7 19 11 -9 -10 17 -12 -13 13 -15 20 18 -18 -19 -20 -21 -22 24 -24 -25 -26
leaf_value=0.008768258097589101 0.0027676215804889946 0.0037493183701670751 0.010197960726038343 0.0052368914268862057 0.0090898299284776218 0.0016472381791550867 0.006833843653935045 0.0071499931839450383 0.0076437416577793118 0.010052142288280535 0.011825078345109796 0.0098860565999224909 0.0068374306321915702 0.0039899136737397076 0.0091987490633615061 0.010270165233695762 0.0046361075395149809 0.0080634081066249114 0.0089281551207240194 0.00019239399516195882 0.0077335906848663158 0.0095363833265859291 0.0096716429056268576 0.010084119086883907 0.0088287785967910287
leaf_weight=63 63 91 66 60 69 86 52 71 98 83 69 90 55 89 77 1104 53 56 52 65 52 55 150 91 103
leaf_count=63 63 91 66 60 69 86 52 71 98 83 69 90 55 89 77 1104 53 56 52 65 52 55 150 91 103
internal_value=0 0.00460796 0.00606955 0.00960555 0.00813325 0.00204709 0.00981912 0.00888547 0.00867178 0.00999511 0.0101681 0.00869231 0.00442806 0.00507765 0.00809862 0.0100845 0.0036215 0.00915759 0.010148 0.00102111 0.0086083 0.00941176 0.0101986 0.00965546 0.00907522
internal_weight=0 666 424 2297 291 242 2006 231 164 1735 1438 271 260 144 181 1369 116 297 1306 151 129 241 1254 160 158
internal_count=2963 666 424 2297 291 242 2006 231 164 1735 1438 271 260 144 181 1369 116 297 1306 151 129 241 1254 160 158
is_linear=0
shrinkage=0.00188563


Tree=414
num_leaves=31
num_cat=0
split_feature=15 2 2 2 43 13 457 15 2 15 39 2 2 49 15 42 50 43 43 13 157 13 50 15 43 42 15 15 15 50
split_gain=1940.79 1010.04 386.086 338.481 237.713 177.289 174.016 146.307 62.1988 61.3163 50.5679 47.9931 42.6549 35.5505 81.0227 30.734 30.0508 28.105 27.5408 25.1797 24.2935 23.0744 19.005 14.8405 14.7019 13.7095 13.5762 12.6705 15.7059 4.19296
threshold=-0.26361999999999991 0.10251500000000001 0.14744000000000002 -0.007134999999999999 -1.0000000180025095e-35 -0.15122999999999998 0.048350000000000011 -0.42443999999999993 0.092385000000000009 -0.093734999999999985 0.088025000000000006 0.072175000000000017 0.085730000000000015 0.08512500000000002 1.0000000180025095e-35 0.10271500000000001 0.08461500000000001 -0.00067499999999999993 0.094900000000000012 -1.0000000180025095e-35 0.00069000000000000008 -1.0000000180025095e-35 0.10874500000000002 0.039965000000000007 -0.0088649999999999996 0.086555000000000007 0.096540000000000015 -0.068309999999999996 -0.016434999999999995 0.091130000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 5 4 -2 -3 9 10 11 -7 21 16 19 14 24 20 27 25 -19 23 -11 -1 29 -13 -10 -14 -16 -5 -29 -18
right_child=1 2 -4 8 -6 6 -8 -9 13 15 -12 12 17 -15 26 -17 22 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0055086311757711857 0.0054860074085168438 0.0061400992729871125 0.0041131017064874919 0.012975705022199628 0.012533223086686704 0.0090221656208832861 0.0064295995170796658 0.00097586629335770459 0.01123875819377537 0.011700207262964401 0.0036864597814259769 0.013095443115850822 0.014039784726261472 0.013643758295996261 0.014292750724906452 0.0099016096752037406 0.014529629020336207 0.011896159400841159 0.013958742991631743 0.015909486671787602 0.013678223050598754 0.0079213647429442931 0.012573250813075297 0.014487392909863424 0.0095010761559812425 0.01310370477639526 0.012603554564869997 0.010741097307318067 0.012424910336483665 0.013666498329840349
leaf_weight=56 66 68 86 95 64 69 58 64 68 227 60 66 362 103 52 53 69 129 67 72 52 52 97 254 65 152 87 62 97 91
leaf_count=56 66 68 86 95 64 69 58 64 68 227 60 66 362 103 52 53 69 129 67 72 52 52 97 254 65 152 87 62 97 91
internal_value=0 0.0121764 0.00923143 0.0130287 0.00895562 0.0100666 0.0106483 0.00432811 0.0132951 0.0112584 0.00560499 0.0135174 0.0138237 0.0123386 0.0118442 0.0117231 0.0128567 0.0134424 0.0126014 0.0145144 0.012069 0.00667058 0.0134858 0.0142004 0.0103897 0.013763 0.0132357 0.0122201 0.0117685 0.0140389
internal_weight=0 2731 613 2118 130 527 459 232 1988 401 168 1613 1102 375 272 332 511 710 196 392 279 108 257 320 133 514 139 254 159 160
internal_count=2963 2731 613 2118 130 527 459 232 1988 401 168 1613 1102 375 272 332 511 710 196 392 279 108 257 320 133 514 139 254 159 160
is_linear=0
shrinkage=0.00260504


Tree=415
num_leaves=28
num_cat=0
split_feature=1 1 0 15 3 15 4 4 3 43 2 15 2 3 52 2 0 15 43 133 43 131 159 133 16 1213 3
split_gain=120.59 39.8222 21.6462 21.5518 57.8774 30.9958 104.05 67.4692 43.5082 35.048 15.9918 15.0283 14.3816 13.9086 12.7472 12.7298 12.0883 11.5655 8.29785 6.42036 9.32714 6.21116 5.45816 6.83908 3.42567 2.8817 2.29387
threshold=0.12019000000000001 0.15559500000000001 -0.082054999999999975 0.025430000000000005 -0.15288999999999997 -0.0080049999999999982 -0.17568999999999999 -0.029079999999999998 -0.15327499999999997 -0.22971499999999997 0.10274500000000002 -0.15097999999999998 0.11978500000000002 0.12955000000000003 0.024870000000000003 0.097375000000000003 -0.11327499999999999 -0.072289999999999979 0.076280000000000014 -0.00027499999999999996 0.0049250000000000014 0.08956500000000002 -0.085534999999999986 0.15242000000000003 -0.083269999999999997 0.062550000000000008 -0.087169999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 -5 8 15 -8 -1 -10 11 -11 14 -2 -12 -7 -6 -4 -13 20 25 22 -21 -24 -22 26 -18
right_child=1 -3 17 4 16 6 7 -9 9 10 12 18 -14 -15 -16 -17 19 -19 -20 21 24 -23 23 -25 -26 -27 -28
leaf_value=-0.00056952721612745047 -0.00208055282914839 -0.0036677187000441901 0.0018542466092381169 0.010601799823655108 0.0070762799280792536 0.0077242857544005889 -0.0057117479031488757 0.0020402006171626433 0.0089877266411739383 0.0070305738683819246 0.0017503935703154032 0.0043180370316581044 0.0051750923517777164 0.0016220505012355915 0.0045562344563613959 0.0043445509361469464 0.0046351447831134915 0.0050084568974439929 0.0064927897823940555 0.0053837748827034633 0.0046054306227030712 0.0052920379965285761 0.0027319552304206 0.0042910900641978398 0.0029267814105416769 0.0065843649579159069 0.0056512914320083615
leaf_weight=54 58 52 97 53 60 52 58 86 52 80 169 673 91 68 71 102 118 57 59 55 79 102 177 171 72 59 167
leaf_count=54 58 52 97 53 60 52 58 86 52 80 169 673 91 68 71 102 118 57 59 55 79 102 177 171 72 59 167
internal_value=0 0.000795934 0.00162511 0.00434658 0.00493625 0.00392231 0.00231222 -0.0010817 0.00430641 0.00452679 0.0043238 0.00474345 0.00329414 -8.18519e-05 0.0025807 0.00548615 0.00465291 0.0030221 0.00449341 0.00450745 0.00495755 0.00406615 0.00375573 0.00349825 0.00380541 0.00546311 0.00523078
internal_weight=0 332 280 2660 1113 1547 298 144 1249 1195 1143 812 331 126 240 154 1060 154 732 1000 495 505 403 348 151 344 285
internal_count=2992 332 280 2660 1113 1547 298 144 1249 1195 1143 812 331 126 240 154 1060 154 732 1000 495 505 403 348 151 344 285
is_linear=0
shrinkage=0.00555461


Tree=416
num_leaves=26
num_cat=0
split_feature=1 1 12 132 4 16 49 51 12 51 4 13 16 4 49 49 13 50 4 51 51 159 1 4 13
split_gain=83.4189 27.5476 18.9687 33.0396 19.269 18.8029 18.4842 15.6887 22.9447 14.5985 14.5676 13.5449 12.349 25.7229 21.0564 15.8734 8.89986 7.85766 7.70953 5.75386 5.38424 5.3062 3.84063 2.84719 0.371327
threshold=0.12019000000000001 0.15559500000000001 0.079335000000000017 0.082230000000000011 0.053330000000000009 -0.45743999999999996 0.082820000000000019 -0.06533499999999999 -0.085124999999999992 -0.22681499999999996 0.043640000000000005 -0.085349999999999995 0.12992000000000004 -0.011369999999999998 -0.021474999999999998 -0.075679999999999983 -0.13871999999999998 0.11669000000000002 0.066300000000000012 -0.096089999999999981 -0.085384999999999989 -0.14736499999999997 0.10442000000000001 0.064860000000000015 -0.0021099999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 6 9 -6 12 -2 -9 -4 -8 -7 13 24 15 -15 -11 19 -10 -18 -21 -19 -16 -13 -1
right_child=1 -3 4 -5 5 11 10 8 18 16 -12 23 -14 14 22 -17 17 21 -20 20 -22 -23 -24 -25 -26
leaf_value=0.00016656077596502008 0.0039706439473769237 -0.0032151073098774853 0.0071863136858560253 -0.0015832264356053216 0.0047922353773590829 -0.00093148832857950026 0.0073820409790241815 0.0033968517108976261 -0.0024174513101456879 0.0063974837238093048 0.0031670696547912922 0.001583245742196922 0.0047749000825886012 0.0036260780039239294 0.0062638785018494115 -0.00075303786302360974 0.0026888220678817467 0.0039908715310110685 0.00037440337257555796 0.0060957672969077364 0.0042423888132797983 0.0015209788031725516 0.0040489088816803298 0.0032599336057594522 -0.00053244821384564761
leaf_weight=52 64 52 58 52 96 52 60 71 54 61 53 60 81 61 56 53 79 56 91 56 1423 64 52 83 52
leaf_count=52 64 52 58 52 96 52 60 71 54 61 53 60 81 61 56 53 79 56 91 56 1423 64 52 83 52
internal_value=0 0.000697712 0.00381027 0.00286535 0.00406909 0.00267096 0.00331032 0.0014246 0.00066993 0.00429547 0.00540566 0.00162632 0.00272842 0.00221974 0.00334533 0.00158963 0.00419902 0.00411906 -0.000664891 0.00423031 0.00431261 0.00267412 0.00519799 0.00255687 -0.000182343
internal_weight=0 332 2660 572 2088 291 520 280 216 1797 113 195 407 326 222 114 1739 1678 145 1558 1479 120 108 143 104
internal_count=2992 332 2660 572 2088 291 520 280 216 1797 113 195 407 326 222 114 1739 1678 145 1558 1479 120 108 143 104
is_linear=0
shrinkage=0.00585438


Tree=417
num_leaves=15
num_cat=0
split_feature=2 30 40 11 0 43 12 1 51 133 42 475 50 11
split_gain=71.6346 27.247 26.6719 18.2356 23.6031 16.5267 26.3747 17.2179 20.4142 16.1084 15.5965 9.091 8.7954 8.01791
threshold=0.16730000000000003 0.086220000000000019 1.0000000180025095e-35 0.079700000000000007 -0.079794999999999991 -0.14386499999999997 0.08622500000000001 0.10054 0.11578500000000001 0.087015000000000023 -0.092104999999999979 -0.088544999999999985 0.11875500000000001 0.090715000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 11 9 -9 -8 -7 -13 -6
right_child=-2 -3 -4 4 13 7 10 8 -10 -11 -12 12 -14 -15
leaf_value=0.0082548769121090285 -0.002818529840209453 -0.00049394580965334239 -0.00051867980977361706 0.0076233507638916957 0.0049494934227942667 0.0012332791630758433 0.0056926949634708898 0.00091533135040363094 0.0052860654219744948 0.004515807748403068 0.0015424960227063014 0.0034509150245614429 0.0013227466860298691 0.0016050406825233092
leaf_weight=59 76 74 68 80 52 76 60 319 58 53 74 1816 74 53
leaf_count=59 76 74 68 80 52 76 60 319 58 53 74 1816 74 53
internal_value=0 0.00312764 0.00322196 0.00331368 0.00514831 0.00318256 0.00488535 0.00304537 0.00194895 0.00142848 0.00340128 0.00328515 0.00336762 0.00326196
internal_weight=0 2916 2842 2774 185 2589 193 2396 430 372 134 1966 1890 105
internal_count=2992 2916 2842 2774 185 2589 193 2396 430 372 134 1966 1890 105
is_linear=0
shrinkage=0.00604683


Tree=418
num_leaves=11
num_cat=0
split_feature=3 9 40 147 151 49 1 9 15 16
split_gain=57.7499 35.9889 15.0135 13.1873 23.7759 19.9125 22.1487 18.6467 12.5608 10.9512
threshold=0.28833000000000003 -1.0000000180025095e-35 0.0045850000000000005 0.089430000000000023 0.067425000000000013 -0.081919999999999979 0.09697500000000002 0.084755000000000011 -0.40166999999999992 -0.15693499999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 -7 -2
right_child=9 2 -4 -5 -6 7 -8 -9 -10 -11
leaf_value=-0.0010931423112836461 0.00042901698495231659 0.0023914830588209813 -0.00037276672639961913 0.00060193385425405012 0.005390184064691131 0.00057889631351514979 -0.0021561816869031815 0.0054219091307902865 0.0026137660592975035 -0.0028043989943086337
leaf_weight=85 54 72 53 100 86 92 55 67 2258 70
leaf_count=85 54 72 53 100 86 92 55 67 2258 70
internal_value=0 0.00236513 0.00247078 0.002526 0.00259914 0.00250477 0.000421568 0.0026142 0.00253413 -0.00139583
internal_weight=0 2868 2783 2730 2630 2544 127 2417 2350 124
internal_count=2992 2868 2783 2730 2630 2544 127 2417 2350 124
is_linear=0
shrinkage=0.00539605


Tree=419
num_leaves=36
num_cat=0
split_feature=12 12 15 12 48 15 16 51 160 16 12 15 15 12 11 15 16 48 43 43 16 43 42 15 12 43 16 42 12 133 15 133 15 16 133
split_gain=1540.06 378.644 329.171 145.791 111.688 118.896 115.58 115.694 106.199 73.0177 65.598 64.6474 37.2624 32.5351 46.9018 31.1283 30.0394 17.6821 16.3493 16.0429 18.1985 14.9631 14.7535 11.382 9.05346 8.70501 6.06828 5.95714 5.22863 4.61322 3.84606 5.02499 3.82523 3.07517 2.5151
threshold=0.078120000000000009 0.14472000000000004 -0.24511999999999998 0.095450000000000021 0.091125000000000025 -0.10114499999999998 0.15273500000000004 -0.022999999999999996 -1.0000000180025095e-35 -0.23389999999999997 -0.084509999999999988 -0.076594999999999983 -0.040119999999999996 0.086155000000000023 1.0000000180025095e-35 -1.0000000180025095e-35 -0.076909999999999992 0.10057500000000001 -0.12118 -0.066289999999999988 -0.041434999999999993 0.05259500000000001 0.086665000000000006 -0.071364999999999998 0.083885000000000015 -0.082024999999999987 -0.011694999999999999 -1.0000000180025095e-35 0.10444500000000002 0.087550000000000017 -0.034094999999999993 -0.0094199999999999978 -0.078064999999999982 -0.0083599999999999976 0.047685000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 13 5 -4 7 -7 -1 -5 -10 17 19 14 24 16 -9 -6 -15 23 -21 28 25 -11 26 -20 -2 -27 34 33 32 -32 -24 -26 -14
right_child=1 -3 4 9 11 6 -8 15 10 12 -12 -13 21 18 -16 -17 -18 -19 22 20 -22 -23 30 -25 29 27 -28 -29 -30 -31 31 -33 -34 -35 -36
leaf_value=0.005104249463605162 0.010969395444675772 0.0036691511891781387 0.01050372720694479 0.0065881949523269598 0.0046937359988811003 0.0028931377710445963 0.0093720162936080306 0.0048512904388660115 -0.0010377244297370659 0.010438824744581372 0.0030811391932540956 0.0071099174331448935 0.0099098330569379767 0.0093668455350283605 0.013640240729667413 0.0081163988425076109 0.007490241375388949 0.0024930996517612269 0.01005059522011208 0.0093171088695096389 0.00729583519411679 0.0091887710365437577 0.010240607013162885 0.0086924153233370969 0.011271237540904824 0.010909949478563987 0.0097119380664888594 0.011675999283390045 0.011128904870145501 0.010675259239320545 0.010976657591592547 0.01025091828907854 0.0094130548752270823 0.011980611529062967 0.010691180280373996
leaf_weight=79 59 63 76 68 53 67 96 68 55 52 56 59 72 85 56 91 57 52 63 55 77 76 139 56 204 250 53 105 79 77 101 224 58 58 53
leaf_count=79 59 63 76 68 53 67 96 68 55 52 56 59 72 85 56 91 57 52 63 55 77 76 139 56 204 250 53 105 79 77 101 224 58 58 53
internal_value=0 0.0101422 0.00581473 0.0103345 0.00676153 0.00744484 0.00683138 0.00596943 0.00273002 0.00920019 0.00104 0.00486556 0.0095417 0.0107699 0.0113257 0.00692352 0.00605488 0.00360417 0.0104949 0.00876625 0.00813825 0.0102063 0.0105969 0.00953354 0.0110382 0.010973 0.0103746 0.0111366 0.0105852 0.0112574 0.0102957 0.0104765 0.00999711 0.0114284 0.0102414
internal_weight=0 2183 809 2120 619 455 379 283 190 588 111 164 520 1532 507 216 125 105 1025 240 132 280 940 108 451 418 112 355 204 339 522 325 197 262 125
internal_count=2992 2183 809 2120 619 455 379 283 190 588 111 164 520 1532 507 216 125 105 1025 240 132 280 940 108 451 418 112 355 204 339 522 325 197 262 125
is_linear=0
shrinkage=0.00267901


Tree=420
num_leaves=32
num_cat=0
split_feature=1 3 12 1 15 1 12 12 13 52 3 0 13 52 15 1 15 0 0 3 16 16 12 52 51 15 133 0 3 16 0
split_gain=2633.58 515.408 184.259 168.669 167.592 131.888 110.122 106.977 103.622 90.5358 88.3255 77.0833 62.623 52.7409 52.1998 43.037 46.9991 38.5504 30.2955 27.5351 22.1712 27.7552 20.7326 19.0236 13.6238 12.8743 8.71901 7.2459 5.53507 4.74475 1.20211
threshold=0.10442000000000001 -0.065674999999999983 0.056995000000000011 0.13546500000000003 -0.24211499999999997 0.087480000000000016 -1.0000000180025095e-35 0.093125000000000013 -0.00027999999999999998 -0.091869999999999993 -0.15415499999999996 -0.14385499999999998 -0.011514999999999999 0.053330000000000009 -0.075094999999999981 0.078705000000000011 -0.071364999999999998 -0.10934999999999999 -0.031129999999999998 0.15217000000000003 0.12992000000000004 -0.093484999999999985 0.087545000000000026 -0.08799499999999999 0.013805000000000001 0.091195000000000012 0.088525000000000006 -0.067434999999999981 -0.080914999999999987 -0.021919999999999999 -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 2 2 2 2 2 2
left_child=2 4 5 6 -2 15 12 10 -7 -6 -4 -10 -3 19 -8 16 -1 -12 20 -5 21 -9 26 -24 25 -23 28 -22 -19 -25 -28
right_child=1 3 7 13 9 8 14 18 11 -11 17 -13 -14 -15 -16 -17 -18 22 -20 -21 27 24 23 29 -26 -27 30 -29 -30 -31 -32
leaf_value=0.010191331015352639 0.0039098758232200574 0.0040988959230116671 0.012983096363865933 0.0015300027736755535 0.010708250683610341 0.0045194595727926249 0.0042231729916850863 0.008522774965866297 0.0061700823924776002 0.007221371442802482 0.0086603085702732664 0.0097660416174334946 0.0010884389274482585 0.0033415856352325482 0.0071804715687534392 0.010859447909110573 0.0072132477450727265 0.010796418494263448 0.0077563467390151311 -0.00064828710833738398 0.0078104845753962857 0.010737688702832465 0.0090237609624456115 0.01005396416935872 0.0088597186052356593 0.00973775786431769 0.0097347300734235385 0.0090177759264210428 0.010006154419082028 0.010639984576431659 0.010242549924436573
leaf_weight=53 52 96 62 71 64 64 56 101 58 97 79 66 57 52 69 78 57 457 68 52 52 100 90 367 58 204 52 52 52 91 52
leaf_count=53 52 96 62 71 64 64 56 101 58 97 79 66 57 52 69 78 57 457 68 52 52 100 90 367 58 204 52 52 52 91 52
internal_value=0 0.00454272 0.0096759 0.00317056 0.00746086 0.00821841 0.00427179 0.0099588 0.00687084 0.00860761 0.0103323 0.00808426 0.00297751 0.00142104 0.0058558 0.00956586 0.00864836 0.0101997 0.00919304 0.000608902 0.0093653 0.00957885 0.0103044 0.00998217 0.00987344 0.0100668 0.0105925 0.00841436 0.0107157 0.0101705 0.00998887
internal_weight=0 666 2313 453 213 376 278 1937 188 161 1302 124 153 175 125 188 110 1240 635 123 567 463 1161 548 362 304 613 104 509 458 104
internal_count=2979 666 2313 453 213 376 278 1937 188 161 1302 124 153 175 125 188 110 1240 635 123 567 463 1161 548 362 304 613 104 509 458 104
is_linear=0
shrinkage=0.00227455


Tree=421
num_leaves=15
num_cat=0
split_feature=4 13 14 13 10 10 13 16 52 43 4 52 1429 4
split_gain=40.0891 21.7169 26.9298 18.1324 22.1454 30.0781 16.767 16.577 12.794 11.1085 15.7496 63.0596 18.4188 8.09728
threshold=0.27258000000000004 0.053700000000000005 -0.10523499999999998 -0.16392499999999996 -0.083839999999999984 -1.0000000180025095e-35 -0.41895499999999991 -0.49057499999999993 -0.56096499999999982 -0.50914999999999988 -0.37626499999999991 -0.082174999999999984 0.085715000000000013 0.41823000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 -5 -6 -1 13 -7 -10 11 -11 -12 -4
right_child=1 -3 7 4 5 8 -8 -9 9 10 12 -13 -14 -15
leaf_value=0.0030850363432645914 0.0050199783127664131 -0.0024122366629248772 0.00038506850056378445 0.0073328368172450829 -0.0014685867653081439 0.0060301670873630303 -0.0018517380228903148 -0.0020669719440018835 0.00045008080186238097 0.00120914991016938 0.0033206695371704167 0.010072535700225279 0.00070174817516387427 0.0031810093638632757
leaf_weight=55 71 61 87 52 52 66 52 64 54 65 2055 60 110 75
leaf_count=55 71 61 87 52 52 66 52 64 54 65 2055 60 110 75
internal_value=0 0.000975035 0.00167096 0.00319919 0.00330616 0.00322108 0.000685234 0.000618542 0.0033223 0.00324603 0.00331193 0.00546411 0.00318764 0.0016799
internal_weight=0 358 297 2621 2514 2462 107 226 2410 2344 2290 125 2165 162
internal_count=2979 358 297 2621 2514 2462 107 226 2410 2344 2290 125 2165 162
is_linear=0
shrinkage=0.00623357


Tree=422
num_leaves=28
num_cat=0
split_feature=12 2 3 43 43 16 13 12 16 43 2 3 52 52 2 16 13 16 52 12 43 16 43 52 13 159 3
split_gain=854.883 314.805 209.318 187.336 157.083 104.089 75.7306 64.719 61.8077 43.029 42.7885 45.7571 42.7795 87.0257 45.6731 41.1518 41.1512 27.5705 39.4037 12.5169 14.2964 11.1364 13.8761 9.58375 8.66043 7.2766 6.1222
threshold=0.056995000000000011 0.13447000000000003 0.28833000000000003 -0.043004999999999995 -0.11113499999999998 -0.5061699999999999 -0.009244999999999998 0.099170000000000022 -0.13800499999999996 0.0049250000000000014 0.099845000000000003 -0.14186499999999996 0.057445000000000003 -0.08403999999999999 0.088005000000000014 -0.16318499999999997 -0.070774999999999991 0.39813000000000004 0.024870000000000003 0.088245000000000004 -1.0000000180025095e-35 0.052690000000000008 -0.10945499999999998 0.11628500000000001 -0.013254999999999998 0.083800000000000027 -0.082634999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 -1 -5 15 10 -4 12 11 -2 13 -7 -15 -6 -9 18 -12 20 23 22 -18 -13 -24 26 -21
right_child=1 -3 8 5 6 9 -8 16 -10 -11 17 19 -14 14 -16 -17 21 -19 -20 25 -22 -23 24 -25 -26 -27 -28
leaf_value=0.0070818982190761501 0.010513293800126892 0.0032294221999511438 0.0041215205184102991 0.0041926159857710215 0.0022722649538814738 0.0092532035440890097 0.00048959745826052158 0.0053631463950959109 0.00041386232047131146 0.005467649560685843 0.0050361882635916785 0.0091292727268030092 0.0099407339797148355 0.0077306657278057933 0.0045316369416488417 0.0049893547410528004 0.0090912960935490804 0.008618249124593913 0.0081096880497018558 0.0088229617551359839 0.0079628579868952411 0.0070118344082313079 0.0083626094057750594 0.0080006361545956403 0.0071692504628841549 0.0076549021397062846 0.0083073407294421316
leaf_weight=85 92 79 52 78 60 92 58 53 67 57 52 575 54 52 66 92 65 80 57 245 94 86 71 54 91 74 398
leaf_count=85 92 79 52 78 60 92 58 53 67 57 52 575 54 52 66 92 65 80 57 245 94 86 71 54 91 74 398
internal_value=0 0.00822945 0.00516103 0.00569714 0.00415524 0.00683708 0.00297051 0.0084187 0.00203424 0.00747957 0.008626 0.00876741 0.00791386 0.00739253 0.00594161 0.003917 0.00744387 0.00747962 0.00664368 0.00865585 0.0088934 0.00779611 0.00809311 0.00903242 0.00769243 0.00841627 0.00850385
internal_weight=0 2166 813 694 295 399 210 2087 119 321 1721 1532 264 210 118 152 366 189 109 1440 723 313 227 629 162 717 643
internal_count=2979 2166 813 694 295 399 210 2087 119 321 1721 1532 264 210 118 152 366 189 109 1440 723 313 227 629 162 717 643
is_linear=0
shrinkage=0.00255143


Tree=423
num_leaves=21
num_cat=0
split_feature=1 3 3 123 39 14 52 3 47 3 15 48 52 15 133 1 51 15 48 3
split_gain=3220.13 680.813 274.754 251.79 207.147 179.488 169.097 162.544 87.8571 65.9001 53.166 47.4501 42.2395 40.8261 29.0455 33.7238 28.6286 29.6899 21.0642 16.6067
threshold=0.10442000000000001 -0.065674999999999983 0.3148450000000001 1.0000000180025095e-35 0.087735000000000021 0.073890000000000011 -0.22118499999999996 0.088880000000000015 0.086165000000000005 -0.115685 -0.075094999999999981 0.092150000000000024 -0.092399999999999982 -1.0000000180025095e-35 0.089400000000000021 0.13300500000000001 -0.24168999999999999 0.095535000000000023 0.085855000000000015 -0.078644999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 4 5 10 7 -2 9 -8 12 18 16 -1 -9 15 -6 -11 -18 -3 -13
right_child=1 2 -4 -5 14 -7 8 13 -10 11 -12 19 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=0.011125069199324386 0.011550190777247161 0.0064665121900150243 0.0012686150387228969 0.0074495400427322337 0.0052173423669930816 0.013666593448759595 0.0064976990073778397 0.0076164482321241797 0.0097121582351332534 0.0098777308409190492 0.0076789771366390751 0.010488617895762173 0.0088906905235217847 0.0098180698680606152 0.0023341266691724299 0.0029853927006629187 0.011299761888508685 0.010570145440535833 0.0046761554958224235 0.0090251818898281766
leaf_weight=52 61 54 91 88 55 91 100 71 52 71 91 73 99 65 56 54 1379 269 52 55
leaf_count=52 61 54 91 88 55 91 100 71 52 71 91 73 99 65 56 54 1379 269 52 55
internal_value=0 0.0057733 0.0043832 0.0107766 0.00516608 0.0109081 0.00872961 0.0107905 0.00759752 0.0109349 0.00655422 0.0110391 0.00966029 0.00866885 0.0035086 0.0041118 0.0111269 0.0111807 0.00558843 0.00985997
internal_weight=0 666 453 2313 362 2225 213 2134 152 1998 197 1847 151 136 165 109 1719 1648 106 128
internal_count=2979 666 453 2313 362 2225 213 2134 152 1998 197 1847 151 136 165 109 1719 1648 106 128
is_linear=0
shrinkage=0.00200493


Tree=424
num_leaves=22
num_cat=0
split_feature=1 1 155 123 123 447 15 49 11 11 10 1 0 0 1 15 13 13 156 15 0
split_gain=2415.23 365.696 245.262 164.096 125.595 94.887 86.1332 71.7448 53.8922 50.4384 49.1174 47.589 47.3875 56.1046 74.4869 32.9016 20.4274 19.2615 16.1758 19.5571 15.3741
threshold=0.10442000000000001 0.13546500000000003 0.087240000000000012 1.0000000180025095e-35 0.081180000000000016 0.085990000000000011 -0.07990499999999999 0.12757000000000004 1.0000000180025095e-35 0.084110000000000004 -0.020369999999999996 0.11366000000000001 -0.06952499999999999 -0.10934999999999999 0.083670000000000008 -1.0000000180025095e-35 -0.05171499999999999 -0.060719999999999989 0.090385000000000007 0.043560000000000008 -0.08323499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 6 7 11 8 12 -10 -3 -2 13 14 -1 -8 -12 -6 19 -14 -15
right_child=1 10 -4 -5 17 -7 15 -9 9 -11 16 -13 18 20 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.011362986487849946 0.0072339375681386934 0.00022252796080979829 0.011875714541372059 0.0074747121855344928 0.0045940172532047329 0.0077817516055771561 0.0089880834671417099 0.0086070726201536597 0.014489936848471836 0.011293573620100207 0.0021760060607275184 0.004280612040345474 0.0091975272733404272 0.011719680642316477 0.0080436995876370775 0.0064681850899878822 0.0041802257717163411 0.0024413432432771574 0.011424629555503807 0.010705903392525432 0.011186702578583957
leaf_weight=109 59 54 52 88 58 57 102 71 65 68 71 97 128 835 78 53 66 54 57 106 651
leaf_count=109 59 54 52 88 58 57 102 71 65 68 71 97 128 835 78 53 66 54 57 106 651
internal_value=0 0.0053455 0.00656339 0.010947 0.00591027 0.0110843 0.00675789 0.0111711 0.0112579 0.0128559 0.00231656 0.00539775 0.0111497 0.0113177 0.00997862 0.00812662 0.00314174 0.00355637 0.0101834 0.00988093 0.0114862
internal_weight=0 666 475 2313 423 2225 311 2168 2097 133 191 156 1964 1673 187 155 137 112 291 234 1486
internal_count=2979 666 475 2313 423 2225 311 2168 2097 133 191 156 1964 1673 187 155 137 112 291 234 1486
is_linear=0
shrinkage=0.00259182


Tree=425
num_leaves=28
num_cat=0
split_feature=4 3 3 123 2 2 4 15 3 0 15 3 11 0 16 3 11 16 160 376 15 2 3 0 3 0 4
split_gain=1803.83 737.949 336.613 160.924 123.854 110.479 95.2024 97.6118 113.809 81.4148 64.7913 64.5794 62.2152 78.8858 41.8162 182.348 30.5642 25.28 24.5537 22.5964 18.6384 23.0811 10.634 9.88514 6.43676 4.23705 3.02524
threshold=0.31392000000000003 -0.066229999999999997 0.28833000000000003 1.0000000180025095e-35 0.14019000000000004 0.095850000000000005 -0.033649999999999992 -0.10328999999999998 0.086845000000000019 -0.105195 -0.43091499999999999 0.11745500000000002 1.0000000180025095e-35 -0.062714999999999979 0.25619500000000001 -0.095259999999999997 0.08184000000000001 0.0060400000000000011 -0.010164999999999999 0.08400500000000001 0.091285000000000019 0.090020000000000017 -0.082394999999999982 -0.086954999999999991 -0.076189999999999994 -0.076589999999999978 -0.031159999999999997
decision_type=2 2 2 2 2 2 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 12 18 -8 -9 11 -11 -2 13 17 15 -7 -16 20 -3 -5 21 -1 -19 -17 -25 -22 -24
right_child=9 2 -4 19 -6 14 7 8 -10 10 -12 -13 -14 -15 16 23 -18 22 -20 -21 25 -23 26 24 -26 -27 -28
leaf_value=0.010398539625253308 0.0053015952652924764 0.011402757166433186 -0.00022334715764170957 0.0052276396923780681 0.0034574676280377625 0.0037189613405208739 0.010084243905524096 0.0073984708190781264 0.002681274055093494 0.0017164137539994215 -0.0017033807114134106 0.001316638092881843 0.012145622039488671 0.0066940074437989282 0.0083411482488866227 0.0081683924286121753 0.010859031362485434 0.0097287000154446506 0.0090076386467409595 0.0029175157160463271 0.0096012122822192961 0.0090596779979184496 0.0088211764030809124 0.010366124284772849 0.008956482937318648 0.0087666716152731607 0.0078547133730539846
leaf_weight=843 61 53 61 66 53 72 64 146 57 103 78 70 94 64 98 55 64 78 98 70 150 118 54 52 53 74 52
leaf_count=843 61 53 61 66 53 72 64 146 57 103 78 70 94 64 98 55 64 78 98 70 150 118 54 52 53 74 52
internal_value=0 0.00867742 0.00611459 0.00675157 0.0075348 0.00956859 0.00805171 0.00703544 0.00607409 0.00147282 0.000242523 0.00317246 0.00991349 0.00976705 0.00823178 0.00746056 0.00933605 0.00991069 0.00984851 0.00403883 0.0100625 0.0102342 0.00893309 0.00914409 0.00965488 0.00932565 0.00834735
internal_weight=0 2589 668 607 471 1921 418 267 203 312 181 131 1527 1433 394 232 162 1369 151 136 1185 961 184 160 105 224 106
internal_count=2901 2589 668 607 471 1921 418 267 203 312 181 131 1527 1433 394 232 162 1369 151 136 1185 961 184 160 105 224 106
is_linear=0
shrinkage=0.00283057


Tree=426
num_leaves=18
num_cat=0
split_feature=1 1375 131 1 4 132 131 15 151 1447 483 10 4 1 16 42 133
split_gain=93.2389 36.9284 21.1966 20.1603 23.4419 15.7348 19.7972 22.6189 12.939 12.6602 13.9431 13.7273 16.0753 10.3475 10.1291 8.53526 4.29438
threshold=0.11374000000000002 -0.15824499999999997 0.088565000000000019 0.13954000000000003 -0.0069049999999999988 0.082230000000000011 0.092605000000000007 -0.041569999999999989 -0.092954999999999982 -0.08483499999999998 -0.096724999999999992 -0.0096749999999999978 0.24099500000000004 0.13042000000000001 -0.42170999999999997 0.083785000000000012 0.084335000000000007
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 8 7 -7 15 16 -11 -12 -13 -4 -6 -3 -10
right_child=2 5 13 -5 14 6 -8 -9 9 10 11 12 -14 -15 -16 -17 -18
leaf_value=-0.00059873620732291003 0.0045037945855706243 0.0073909356191012507 0.0015257347595470051 -0.0016128910634704001 0.0017547543790468151 0.0035858639918239336 0.0043716867756616777 -0.00117011412179899 0.0068367785515821853 0.006057238805969904 0.0064770368321819824 0.0038321571213505031 0.0017649984949504329 0.0048858209677913435 -0.00076391173813332718 0.0043930547531223661 0.0047404774934780769
leaf_weight=53 52 54 52 95 87 54 93 62 53 81 53 1727 116 54 98 56 61
leaf_count=53 52 54 52 95 87 54 93 62 53 81 53 1727 116 54 98 56 61
internal_value=0 0.00383669 0.00114613 0.000478059 0.00131645 0.00393425 0.00252467 0.00104338 0.00406808 0.00397351 0.00387302 0.00377968 0.00370208 0.00323802 0.000420232 0.00586526 0.00571558
internal_weight=0 2463 438 332 237 2410 209 116 2201 2091 1977 1896 1843 106 185 110 114
internal_count=2901 2463 438 332 237 2410 209 116 2201 2091 1977 1896 1843 106 185 110 114
is_linear=0
shrinkage=0.00537289


Tree=427
num_leaves=33
num_cat=0
split_feature=1 52 1 2 2 2 40 2 2 47 41 475 2 1 52 52 13 43 2 43 133 48 13 2 2 2 42 13 160 42 13 43
split_gain=5242.89 804.563 474.626 496.26 356.374 220.112 123.987 123.786 104.054 101.794 88.053 84.3484 58.2675 51.3511 34.2326 91.5222 53.0763 32.3529 30.8841 28.864 31.4034 16.4975 14.5201 14.3068 20.2061 13.7223 12.2842 7.20071 5.70152 4.50126 2.62813 2.42555
threshold=0.10509 -0.40891499999999997 0.12765500000000005 0.10523 0.095850000000000005 -1.0000000180025095e-35 -0.027374999999999997 -1.0000000180025095e-35 0.12860500000000002 0.085585000000000008 0.075585000000000013 -0.079569999999999988 0.16002500000000003 0.08776500000000001 0.042815000000000006 -0.11263999999999999 -0.049994999999999991 -0.055679999999999993 0.090020000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 0.099615000000000023 0.00029500000000000007 0.076510000000000009 0.084045000000000022 0.10556500000000001 0.088950000000000015 -0.0012399999999999998 0.024885000000000001 0.086245000000000002 -0.077614999999999976 0.041625000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 5 -1 -6 -3 11 12 13 -8 17 18 15 25 -17 -4 23 29 -21 27 26 -7 -25 -13 -16 -5 31 -15 -31 -20
right_child=1 2 9 21 6 10 8 -9 -10 -11 -12 14 -14 19 22 16 -18 -19 28 20 -22 -23 -24 24 -26 -27 -28 -29 -30 30 -32 -33
leaf_value=0.023152323290264083 0.025955059092600458 0.021051313787494495 0.015355846038881869 0.018111539605324283 0.021831717260348361 0.025780187045974713 0.027269070798618501 0.025043849815920852 0.022150452033763483 0.018939580273406486 0.028607075437260217 0.026152681147392717 0.014201280158759476 0.026482055757938584 0.026263726897334541 0.024389262020057461 0.021632495128721802 0.017357764719031495 0.025922344302280801 0.025993082425088923 0.023975567813987748 0.017244073046199571 0.024472563453258364 0.027488232868243818 0.0266374400965422 0.024808985774919606 0.025103904294674344 0.01902575592648386 0.026466673468282232 0.026085960813085406 0.025518855907283349 0.025410481449579494
leaf_weight=85 64 55 53 74 62 62 60 68 53 52 69 56 60 75 74 52 58 79 169 55 68 54 53 132 684 66 72 65 69 93 57 53
leaf_count=85 64 55 53 74 62 62 60 68 53 52 69 56 60 75 74 52 58 79 169 55 68 54 53 132 684 66 72 65 69 93 57 53
internal_value=0 0.0193146 0.0185556 0.0201551 0.0257823 0.0262534 0.0244831 0.0232587 0.0247853 0.0164841 0.0264196 0.0250697 0.015819 0.0263201 0.0247634 0.0242454 0.0229359 0.0165541 0.026519 0.0256516 0.0248779 0.0181769 0.0253673 0.0267049 0.0267751 0.0254259 0.0256919 0.0185392 0.0259583 0.0260745 0.0258706 0.0258002
internal_weight=0 624 560 316 2277 1671 606 123 544 244 1586 491 192 1517 431 232 110 132 1169 348 123 193 199 878 816 122 146 139 291 225 150 222
internal_count=2901 624 560 316 2277 1671 606 123 544 244 1586 491 192 1517 431 232 110 132 1169 348 123 193 199 878 816 122 146 139 291 225 150 222
is_linear=0
shrinkage=0.00197676


Tree=428
num_leaves=29
num_cat=0
split_feature=1 3 2 2 2 2 150 2 14 2 2 1 2 12 1 12 3 12 0 12 0 2 12 0 0 1 3 13
split_gain=2336.1 351.788 181.017 157.007 145.43 131.203 107.414 76.1823 75.3023 72.0613 80.7057 46.1266 121.125 41.3613 75.4066 36.0059 35.4485 23.118 22.0849 15.5719 14.265 14.0321 10.5956 9.34143 6.79269 5.10278 4.93729 4.17075
threshold=0.10509 -0.055389999999999988 0.11426500000000002 0.14132000000000003 0.095850000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.13018000000000005 0.064610000000000015 -1.0000000180025095e-35 0.10859000000000001 0.085720000000000005 0.085865000000000011 -1.0000000180025095e-35 0.079440000000000024 0.10061500000000002 0.10514500000000002 0.087695000000000009 -0.067434999999999981 0.092085000000000014 -0.074904999999999985 0.086545000000000025 0.091290000000000024 -0.11214999999999999 -0.080499999999999988 0.096255000000000021 -0.083874999999999991 -0.05461499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 15 9 5 -1 7 13 11 -3 -11 17 22 -6 19 -2 -12 23 -5 -15 21 -19 27 -7 -25 -24 -21 -13
right_child=1 3 -4 18 6 8 -8 -9 -10 10 16 12 -14 14 -16 -17 -18 20 -20 26 -22 -23 25 24 -26 -27 -28 -29
leaf_value=0.0074989460473334742 0.0096418960168081422 0.0026985701832533586 0.0040751798137165429 0.0022590799370621204 0.0076814027062703672 0.011858425801320524 0.0059300854191910932 0.0066403777169385262 0.012644528031376516 0.0074951944469420946 0.0028122693328075711 0.010359193828404833 0.0063491145606370102 0.01030245837159092 0.01162464452113627 0.0072292639283456292 0.0051729079155766969 0.011328354204584999 0.00016426831915375417 0.0084163589081968637 0.0090662933966447444 0.010179378491148024 0.010084313813500405 0.010744272350333497 0.011598133417167008 0.0092502784968342099 0.00921656736448416 0.011158474810913437
leaf_weight=85 93 89 66 55 55 54 57 53 85 61 56 126 52 70 101 54 94 71 56 54 52 348 112 511 58 65 216 52
leaf_count=85 93 89 66 55 55 54 57 53 85 61 56 126 52 70 101 54 94 71 56 54 52 348 112 511 58 65 216 52
internal_value=0 0.00485706 0.00730558 0.00358806 0.00998399 0.0103414 0.00899852 0.00931706 0.0104937 0.00447065 0.005218 0.0103719 0.00969647 0.00960303 0.00984263 0.00875579 0.00429177 0.0106231 0.00120246 0.00931319 0.0102298 0.0103741 0.0101867 0.0109204 0.0108314 0.00977817 0.00905662 0.0105928
internal_weight=0 624 213 411 2277 1671 606 549 1586 300 211 1501 407 496 441 147 150 1094 111 340 471 419 355 623 569 177 270 178
internal_count=2901 624 213 411 2277 1671 606 549 1586 300 211 1501 407 496 441 147 150 1094 111 340 471 419 355 623 569 177 270 178
is_linear=0
shrinkage=0.00234749


Tree=429
num_leaves=26
num_cat=0
split_feature=4 2 124 2 150 2 4 13 4 160 13 160 150 52 52 151 52 15 4 2 2 4 13 4 2
split_gain=2003.8 652.378 249.703 164.972 311.356 85.8769 50.4892 44.3726 58.8985 52.997 38.499 36.2864 57.2687 35.6968 31.6499 26.9649 27.1205 21.216 31.2543 14.9092 19.9807 17.5296 14.3877 14.2314 7.35855
threshold=0.31392000000000003 0.14132000000000003 -1.0000000180025095e-35 0.095850000000000005 0.082085000000000019 0.14019000000000004 -0.081334999999999977 -0.094609999999999986 -0.054799999999999995 0.0065900000000000012 -0.00045499999999999995 -0.072489999999999985 0.081245000000000026 -0.087094999999999992 -1.0000000180025095e-35 -0.081744999999999984 -0.049669999999999999 0.025430000000000005 -0.14088999999999999 0.081055000000000016 0.087710000000000024 0.008570000000000003 0.016935000000000002 0.50291500000000011 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
left_child=1 2 13 6 7 11 17 -5 22 -10 19 -2 23 -1 -15 -12 -17 -4 -19 21 -21 -8 -9 -13 -20
right_child=5 -3 3 4 -6 -7 10 8 9 -11 15 12 -14 14 -16 16 -18 18 24 20 -22 -23 -24 -25 -26
leaf_value=0.0088325807749806487 0.0062420310433382968 0.0041174653426352308 0.0099556711825213289 0.0080611575679372747 0.0046953820386753343 0.0021800810226235571 0.010352590019408338 0.011356582300614541 0.0087436495220215345 0.010862823562574966 0.010843279476391037 0.0040946220176795271 0.0059561783162610767 0.005498111311505227 0.0078379852603743892 0.0077967000831431392 0.0096255010957623493 0.01273542796291406 0.01129586290040256 0.011179329615283076 0.010362959410783419 0.0091460923479046528 0.010192332107110715 0.0025747171718598365 0.010720826812754554
leaf_weight=55 55 90 70 64 63 84 294 114 200 75 54 58 59 52 55 52 135 56 220 227 359 69 87 56 198
leaf_count=55 55 90 70 64 63 84 294 114 200 75 54 58 59 52 55 52 135 56 220 227 359 69 87 56 198
internal_value=0 0.0097997 0.0100043 0.0101831 0.00921503 0.00403723 0.0105198 0.00974228 0.00996826 0.00932169 0.0102717 0.00472135 0.00423776 0.00742487 0.00670106 0.00950396 0.00911708 0.0110624 0.0112258 0.0104666 0.0106792 0.0101233 0.0108528 0.0033482 0.0110235
internal_weight=0 2589 2499 2337 603 312 1734 540 476 275 1190 228 173 162 107 241 187 544 474 949 586 363 201 114 418
internal_count=2901 2589 2499 2337 603 312 1734 540 476 275 1190 228 173 162 107 241 187 544 474 949 586 363 201 114 418
is_linear=0
shrinkage=0.00214803


Tree=430
num_leaves=23
num_cat=0
split_feature=2 3 160 376 148 0 43 12 2 2 12 1429 0 155 0 3 3 160 2 2 160 12
split_gain=87.5732 33.0747 34.5061 27.9864 25.5809 23.2616 20.6654 18.9567 17.2657 20.3906 18.8786 15.9654 19.1902 27.4776 16.9611 28.513 15.7624 15.6624 13.6154 10.1223 7.98617 5.92678
threshold=0.12026500000000001 -0.073159999999999989 -0.23566999999999996 0.076485000000000011 -1.0000000180025095e-35 -0.13955999999999996 -0.079824999999999993 0.080635000000000012 -0.0098549999999999974 0.08647500000000001 0.093125000000000013 0.086095000000000019 -0.062714999999999979 0.091145000000000018 -0.108275 -0.115685 -0.12077499999999998 0.024885000000000001 0.13501500000000002 0.14870000000000003 0.08234000000000001 0.10011000000000002
decision_type=2 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 -2 -7 -1 -6 10 -10 12 14 -14 16 -16 -9 -11 -8 -20 -5 -17
right_child=5 2 3 20 8 6 18 11 9 17 -12 -13 13 -15 15 21 -18 -19 19 -21 -22 -23
leaf_value=0.008688657209453202 -0.00072252633667685418 0.0075512596111232105 0.00040045650018458395 -0.00053735668443809681 0.0020085661079160978 0.00041654812694282722 0.0066054872821168708 0.0055779357872956948 0.0092385776274088987 0.0035609188468969221 0.0046770913763846834 0.0080444295577237028 0.0010489089296814007 0.0063177210123654204 0.010074495442015666 0.0058108747273160448 0.0016015225022191863 0.0064193858704055017 0.0012950284991390575 0.004624684122599006 0.0026954543254441945 0.0042198321574539628
leaf_weight=73 77 99 52 54 70 77 52 74 69 234 58 90 77 62 54 1286 65 93 61 66 52 87
leaf_count=73 77 99 52 54 70 77 52 74 69 234 58 90 77 62 54 1286 65 93 61 66 52 87
internal_value=0 0.0053196 0.00430155 0.00382973 0.00434154 0.00211495 0.00296865 0.0057452 0.00473252 0.00515238 0.00715587 0.00562546 0.00549774 0.00339948 0.00568394 0.0058753 0.00371891 0.00437407 0.00406613 0.0030259 0.00104796 0.0057101
internal_weight=0 2649 781 682 576 333 256 1868 524 454 127 1795 1705 139 1566 1427 139 327 179 127 106 1373
internal_count=2982 2649 781 682 576 333 256 1868 524 454 127 1795 1705 139 1566 1427 139 327 179 127 106 1373
is_linear=0
shrinkage=0.00588925


Tree=431
num_leaves=33
num_cat=0
split_feature=1 2 12 3 3 1 16 12 12 3 2 1 2 2 15 2 13 1 13 157 16 16 16 12 156 159 3 48 15 15 12 15
split_gain=2133.75 434.113 248.448 141.824 110.339 105.596 89.828 84.5498 60.3591 57.3114 45.5078 48.9918 44.4961 42.4015 38.6051 32.0535 28.6171 27.4657 33.0033 25.4572 23.0901 23.024 21.9811 21.7071 17.9644 15.7336 24.775 14.9757 12.6324 8.66461 5.70255 4.5721
threshold=0.10404000000000001 0.14132000000000003 0.085075000000000026 -0.07298499999999998 0.076825000000000018 0.093575000000000019 -0.25397999999999993 -1.0000000180025095e-35 -0.087789999999999993 0.28833000000000003 0.08647500000000001 0.085780000000000009 0.098655000000000007 0.091290000000000024 -0.091074999999999975 0.10523 0.099195000000000019 0.090485000000000024 -0.10373499999999998 -1.0000000180025095e-35 -0.039209999999999995 -0.077679999999999985 -0.075724999999999987 0.10595000000000002 0.088735000000000022 0.082200000000000009 -0.095789999999999986 0.092150000000000024 0.087670000000000012 -0.048464999999999994 0.094435000000000005 -0.043134999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 10 -4 -7 -2 -6 -5 12 20 17 -3 -10 19 18 -1 -15 -12 -19 -14 -8 27 26 -21 28 -20 -28 -23 -24
right_child=1 14 6 5 9 7 23 -9 15 -11 11 -13 22 16 -16 -17 -18 21 24 25 -22 30 31 -25 -26 -27 29 -29 -30 -31 -32 -33
leaf_value=0.011580154078024277 0.0048919869666297945 0.0018618850405678704 0.0048894654547539749 0.010304627421438331 0.0067649956111002765 0.0041897995122208674 0.0090383271057474599 0.0079817299127409955 0.0032403517227111993 0.0038721641253823395 0.0089768277610506961 0.0064066702857052769 0.0092013072717780225 0.010473378825637361 -0.00066732070968862601 0.00083049265211887241 0.0076033074469336126 0.0076710125027837778 0.01014888483801858 0.0073271915118146118 0.011025578279410872 0.0099993385738791213 0.0079240458821911563 0.0071950834233227906 0.0085026973355359445 0.010124589638336463 0.0084964175258841028 0.0087022988934502676 0.0095574858436934234 0.0094108374227000833 0.0090156926182427717 0.0069913645338696099
leaf_weight=61 62 82 52 84 99 54 100 75 61 58 68 55 57 71 53 57 69 53 638 54 52 61 55 52 52 52 90 53 279 147 67 59
leaf_count=61 62 82 52 84 99 54 100 75 61 58 68 55 57 71 53 57 69 53 638 54 52 61 55 52 52 52 90 53 279 147 67 59
internal_value=0 0.00457445 0.00549912 0.00924121 0.00428107 0.00822822 0.00751117 0.0063946 0.0030464 0.00569646 0.00877825 0.00840761 0.00878571 0.00956533 0.000868755 0.00207648 0.00898257 0.009788 0.0099274 0.00921238 0.00986483 0.00895372 0.00802829 0.00840791 0.00982873 0.00895129 0.00874154 0.00989979 0.00996898 0.00906369 0.00948465 0.00744156
internal_weight=0 676 541 2306 337 559 204 129 180 157 430 346 291 1747 135 118 483 1264 1083 414 120 181 171 152 1022 343 291 970 917 237 128 114
internal_count=2982 676 541 2306 337 559 204 129 180 157 430 346 291 1747 135 118 483 1264 1083 414 120 181 171 152 1022 343 291 970 917 237 128 114
is_linear=0
shrinkage=0.00230986


Tree=432
num_leaves=24
num_cat=0
split_feature=2 3 1456 15 151 3 13 15 13 42 124 151 12 12 15 43 48 13 4 4 159 43 2
split_gain=71.4779 27.071 34.9855 31.9371 47.608 23.4726 22.6502 28.3017 23.4706 14.9291 25.3441 19.8086 14.221 13.0428 13.772 16.3619 16.2052 28.5803 13.6891 33.7212 13.948 7.70411 2.80026
threshold=0.12026500000000001 -0.073159999999999989 -0.049804999999999995 0.025430000000000005 0.0045550000000000009 -0.015169999999999998 0.060680000000000005 -1.0000000180025095e-35 -0.023739999999999997 -1.0000000180025095e-35 -0.027784999999999997 -0.081844999999999987 -0.081654999999999991 0.10830500000000001 -0.10271999999999999 -0.010894999999999998 0.082425000000000012 -0.078439999999999996 -0.17568999999999999 -0.10701499999999999 0.11396500000000001 0.0049250000000000014 0.092320000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 4 9 22 7 8 12 21 -11 -12 -2 14 15 -1 18 -18 -16 -20 -21 -4 -5
right_child=6 2 3 5 -6 -7 -8 -9 -10 10 11 -13 -14 -15 16 -17 17 -19 19 20 -22 -23 -24
leaf_value=0.0049409662377064957 0.004099273461477323 0.0077466514866978975 0.0060647876726698663 0.0030547191017403158 -0.0022775241661849317 0.0084099073771515698 -0.00097957124973892902 -0.0010915845132537783 0.0061131017209617514 0.00028107625632292632 0.0064187748878905488 0.002791814015026478 0.0006975671117058714 0.0023331373700761623 0.0069641665195745361 0.0085710899419472568 0.0054835788147559765 -0.000145028530633439 0.00049103544844395506 0.0050104551831198166 0.0023374853140220144 0.0032805651776634695 0.0048386820045837947
leaf_weight=89 64 55 67 52 52 52 70 52 64 99 54 246 83 62 86 62 53 53 53 1350 60 52 52
leaf_count=89 64 55 67 52 52 52 70 52 64 99 54 246 83 62 86 62 53 53 53 1350 60 52 52
internal_value=0 0.00442523 0.00357742 0.00326149 0.00266649 0.00543518 0.00176023 0.00248968 0.00337254 0.00316291 0.00266001 0.00344486 0.00217898 0.00477966 0.00486362 0.00643186 0.0047205 0.00266873 0.00486087 0.00473719 0.00489675 0.00484864 0.00394726
internal_weight=0 2649 781 726 570 156 333 263 211 518 399 300 147 1868 1806 151 1655 106 1549 1463 1410 119 104
internal_count=2982 2649 781 726 570 156 333 263 211 518 399 300 147 1868 1806 151 1655 106 1549 1463 1410 119 104
is_linear=0
shrinkage=0.00542089


Tree=433
num_leaves=27
num_cat=0
split_feature=1 52 1 457 1 39 0 39 43 11 4 42 4 52 40 4 1 48 0 51 16 1 0 52 133 151
split_gain=1337.03 188.708 187.992 162.99 151.782 66.7268 62.064 60.2366 51.3795 50.803 50.6904 50.2204 30.6451 32.7536 28.2138 19.9593 19.6275 18.5695 16.6172 13.3403 13.1364 15.0856 19.1763 10.8897 7.24723 4.54127
threshold=0.10921500000000002 -0.24841999999999997 0.094715000000000008 0.081330000000000013 0.13654500000000003 0.087735000000000021 -0.06952499999999999 1.0000000180025095e-35 -0.082094999999999987 1.0000000180025095e-35 -0.42305999999999994 0.082690000000000013 -0.17006499999999999 0.14032500000000003 -0.025204999999999995 0.40318000000000004 0.099440000000000014 0.087035000000000015 -0.049024999999999992 0.08845500000000002 0.26768500000000006 0.085780000000000009 -0.090939999999999979 -0.14757499999999998 0.099765000000000006 -0.0038899999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 7 5 11 9 12 -8 17 -10 15 -4 16 -6 -3 -14 20 24 25 21 23 -23 -1 -12 -19
right_child=1 4 3 -5 14 -7 8 -9 10 -11 18 -13 13 -15 -16 -17 -18 19 -20 -21 -22 22 -24 -25 -26 -27
leaf_value=0.013124123808401269 0.01138452613158596 0.0069354754400329831 0.012793180681318841 0.00466455659342293 0.00067076649583879629 0.0039613418249882888 0.008145798879663959 0.0069667077651298596 0.01359725629911605 0.014234468257759359 0.011567401088125208 0.0090417855014669028 0.010645809944150802 0.01209468006170083 0.0034913493539874656 0.0045127715785296726 0.0080150120691220364 0.011901378453659248 0.0086283486377450955 0.0093762882204540959 0.010295415462401002 0.0094381214496185237 0.011614726962576795 0.011958188237924596 0.009941589983783531 0.010756512547487823
leaf_weight=92 53 88 61 71 66 101 87 52 61 87 64 88 53 60 85 60 68 67 52 53 57 52 234 1035 53 82
leaf_count=92 53 88 61 71 66 101 87 52 61 87 64 88 53 60 85 60 68 67 52 53 57 52 234 1035 53 82
internal_value=0 0.005585 0.0112076 0.00906559 0.00495506 0.0061631 0.0115842 0.0101283 0.0102654 0.0118219 0.0110671 0.00710523 0.0108075 0.0101381 0.00225874 0.00595353 0.00916763 0.0116963 0.0101536 0.0107744 0.011823 0.0118846 0.0112191 0.0120534 0.0108312 0.0112716
internal_weight=0 541 2441 365 488 337 2076 294 317 1759 230 236 242 181 151 148 121 1672 169 202 1470 1413 286 1127 117 149
internal_count=2982 541 2441 365 488 337 2076 294 317 1759 230 236 242 181 151 148 121 1672 169 202 1470 1413 286 1127 117 149
is_linear=0
shrinkage=0.00323583


Tree=434
num_leaves=26
num_cat=0
split_feature=1 4 2 15 3 3 2 42 158 147 4 43 41 2 155 12 42 39 48 12 47 130 151 158 12
split_gain=83.0654 44.7828 64.3345 68.9954 26.8334 19.3113 17.2214 29.3965 14.0674 13.4737 14.0909 36.3722 16.1698 13.4307 12.707 11.5904 11.4759 8.94436 7.95224 7.89528 7.05183 5.52154 7.59641 5.04496 1.93054
threshold=0.095920000000000019 -0.16236499999999995 1.0000000180025095e-35 -0.024929999999999997 0.076825000000000018 0.13772500000000001 -1.0000000180025095e-35 0.073240000000000013 0.078875000000000015 0.085900000000000018 -0.15615999999999999 -0.033049999999999989 0.075585000000000013 0.14346500000000004 1.0000000180025095e-35 0.092755000000000018 0.073240000000000013 0.085815000000000016 0.087035000000000015 0.08401500000000002 0.102035 -0.082379999999999995 -0.08317999999999999 0.10858500000000001 0.095980000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 14 6 4 13 -6 7 -3 9 10 11 -1 18 17 -2 -8 -10 -4 21 -20 -17 -12 -23 -18 -21
right_child=1 2 3 -5 5 -7 15 -9 16 -11 12 -13 -14 -15 -16 20 23 -19 19 24 -22 22 -24 -25 -26
leaf_value=-0.00089423116694700299 0.0072406935669567197 -8.8348491197300663e-05 -0.0023126508220399507 -0.00482517579725139 0.0052611404514277251 0.0013193943748359546 0.0067050546154244243 0.0051521712879236976 0.0070503290302072448 0.0014813970300420944 0.0060851061099125745 0.004996481792482999 0.0071331996501896484 0.0022527237444584631 0.0037083490567986167 0.0047613066992847767 0.0056872137862235671 0.00061147473465459246 0.0014866441195897017 0.0043926969919649934 0.0024384766926661755 0.0056350695422360941 0.004255978204710323 0.0036952553863279533 0.003109623965718547
leaf_weight=54 60 80 72 65 67 85 55 54 99 53 61 76 64 53 63 94 74 56 53 101 68 134 1206 80 55
leaf_count=54 60 80 72 65 67 85 55 54 99 53 61 76 64 53 63 94 74 56 53 101 68 134 1206 80 55
internal_value=0 0.00236223 0.00185805 0.000347219 0.00135702 0.00305726 0.00357101 0.00202307 0.00437631 0.00421076 0.00429091 0.00254912 0.00442614 -7.04791e-05 0.00543192 0.00452661 0.0055912 -0.00103289 0.0043185 0.00331867 0.00378665 0.00446761 0.00439393 0.00465281 0.00394071
internal_weight=0 872 749 398 333 152 351 134 2110 1857 1804 130 1674 181 123 217 253 128 1610 209 162 1401 1340 154 156
internal_count=2982 872 749 398 333 152 351 134 2110 1857 1804 130 1674 181 123 217 253 128 1610 209 162 1401 1340 154 156
is_linear=0
shrinkage=0.00548876


Tree=435
num_leaves=17
num_cat=0
split_feature=3 14 3 0 49 49 3 3 4 4 123 11 4 0 12 16
split_gain=78.3923 37.9953 33.0779 44.4465 22.1194 19.8262 18.5471 18.8473 16.8875 47.1391 22.7788 13.3246 12.7435 19.928 7.92995 4.14073
threshold=0.110335 0.073890000000000011 -0.024819999999999998 -0.13843999999999998 -0.081324999999999995 -0.14644499999999996 0.3148450000000001 0.12745000000000004 -0.47860499999999995 -0.005814999999999999 0.080635000000000012 0.089965000000000003 -0.42305999999999994 0.035525000000000008 -0.032329999999999991 -0.24404999999999996
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 -6 -10 14 12 -7 -14 -11 -12
right_child=6 -3 4 5 8 11 -8 -9 9 10 15 -13 13 -15 -16 -17
leaf_value=-0.0011904813463252486 -0.0012403570999648718 0.0073146584528785879 0.0049396119230727892 0.00066672573124302345 0.0046285366751146334 0.0071087831783873505 -0.001909194908586023 0.0031727738798290445 -0.0034101593060388178 0.0054489579712972778 0.0012094885754920127 0.0014407860168345391 0.0042401855700578382 0.00071025546828561376 0.0026277555456153765 -0.0011560275641352953
leaf_weight=59 55 99 81 60 53 52 93 89 67 54 52 63 1849 58 100 52
leaf_count=59 55 99 81 60 53 52 93 89 67 54 52 63 1849 58 100 52
internal_value=0 0.00370983 0.00357254 0.00388215 0.00212825 0.00402593 0.000153905 0.00148676 0.00152565 0.00101944 0.00217001 0.00412558 0.00421188 0.00413286 0.00361742 2.6122e-05
internal_weight=0 2699 2600 2141 459 2082 237 144 378 325 258 2022 1959 1907 154 104
internal_count=2936 2699 2600 2141 459 2082 237 144 378 325 258 2022 1959 1907 154 104
is_linear=0
shrinkage=0.0059276


Tree=436
num_leaves=30
num_cat=0
split_feature=1 1 12 2 4 14 49 2 1 0 12 4 0 12 49 4 0 2 2 1 50 4 2 160 4 4 131 43 1
split_gain=2464.97 432.945 417.945 171.501 104.313 96.039 78.6801 72.782 71.5427 126.118 51.1977 50.3375 45.3763 40.9951 35.4261 33.5686 44.62 32.3358 31.8923 22.183 19.1298 14.3456 13.7822 10.8662 10.0999 9.60818 8.98994 5.17393 2.62607
threshold=0.10290000000000001 0.12988000000000002 0.085075000000000026 0.099845000000000003 0.40996000000000005 0.064610000000000015 -0.034759999999999992 0.10573500000000001 0.085780000000000009 -0.098429999999999976 0.098785000000000012 0.056815000000000011 -0.077104999999999993 0.090285000000000018 -1.0000000180025095e-35 -0.39175499999999991 -0.075914999999999996 0.12026500000000001 0.13018000000000005 0.14720000000000003 0.10932500000000002 -0.039279999999999995 0.088555000000000009 0.0065900000000000012 0.052250000000000012 -0.075819999999999985 0.088160000000000002 -0.052849999999999994 0.088830000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 5 -3 8 -5 10 15 -10 -4 14 21 -14 -2 -1 20 -13 23 -6 22 28 -17 24 25 -8 -23 -27 -11
right_child=1 4 7 6 19 -7 18 -9 9 12 -12 17 13 -15 -16 16 -18 -19 -20 -21 -22 26 -24 -25 -26 27 -28 -29 -30
leaf_value=0.011213066451093363 0.0037501996476645115 0.0034803942960717083 0.01003149458185177 0.0051647638855218253 0.0011303127232852037 0.011612726393840313 0.0075657771911105684 0.005832664493995594 0.0058033425110003058 0.0086674593035599885 0.0072237149748008668 0.0055354135346946422 0.0065031256055455818 0.0088699514865925033 0.0014512854309259838 0.0097817359419516969 0.0079006265695589963 0.003347816471828496 0.0064628695247703257 -0.00071405070929589311 0.0085051336202095467 0.010780893308642183 0.009226224352510427 0.0090743331908080746 0.0072383159192346037 0.0092201091061569224 0.0094796543551910924 0.0083228860740896145 0.0092790190759845827
leaf_weight=52 70 93 77 53 84 84 57 57 76 56 56 77 59 96 64 661 94 60 53 53 88 53 339 76 53 52 54 87 102
leaf_count=52 70 93 77 53 84 84 57 57 76 56 56 77 59 96 64 661 94 60 53 53 88 53 339 76 53 52 54 87 102
internal_value=0 0.00415753 0.00540575 0.00897962 0.00165556 0.00928045 0.0077134 0.00794454 0.0091672 0.00845065 0.00884945 0.0036257 0.00892963 0.00796918 0.00265239 0.00945519 0.00937783 0.00457752 0.00807068 0.000416626 0.00950544 0.00949131 0.00959344 0.00833281 0.00810638 0.00834099 0.0101244 0.00865871 0.00906241
internal_weight=0 691 461 2245 230 1814 431 190 1730 496 133 271 420 155 134 1234 1182 137 378 137 1088 265 1000 325 249 196 107 139 158
internal_count=2936 691 461 2245 230 1814 431 190 1730 496 133 271 420 155 134 1234 1182 137 378 137 1088 265 1000 325 249 196 107 139 158
is_linear=0
shrinkage=0.0022325


Tree=437
num_leaves=18
num_cat=0
split_feature=3 1 1 14 16 14 1 457 132 9 48 48 43 16 3 52 52
split_gain=63.4599 43.5062 26.9827 26.2105 23.0048 22.7935 27.6678 54.1148 23.053 28.6264 22.358 16.1829 10.1098 9.3467 24.9042 8.74661 4.8696
threshold=0.11391500000000002 0.13074500000000003 0.14450000000000005 0.073890000000000011 -0.044939999999999987 -0.13131999999999996 0.080320000000000016 0.072090000000000015 0.082230000000000011 1.0000000180025095e-35 0.088965000000000002 0.085790000000000019 -0.083134999999999987 0.18879500000000002 -0.04682999999999999 -0.45635499999999996 0.11534500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 10 -1 13 8 9 -8 -2 -9 -3 14 16 -15 -7
right_child=2 12 -4 -5 -6 6 7 11 -10 -11 -12 -13 -14 15 -16 -17 -18
leaf_value=0.0056349802129737154 0.0044417287184387892 0.0016378300867484136 -0.0029674490319258309 0.0055458097831653248 -0.0014740086398440551 0.0033603115086931696 0.0025750688560112409 -0.002755159370818308 -0.00052614156953544652 0.0063016892394490874 8.5709442952599813e-05 0.00091541768166392948 -0.001218563293203365 0.0034028422097099934 0.0059641418265426963 0.0011588355631653178 0.0025414708886169102
leaf_weight=73 60 53 52 96 57 1011 713 60 53 54 55 57 70 77 86 94 215
leaf_count=73 60 53 52 96 57 1011 713 60 53 54 55 57 70 77 86 94 215
internal_value=0 0.00287923 0.000146604 0.00301544 0.00108837 0.00291798 0.002836 0.00217214 0.00262004 0.00283751 0.00235887 -0.000966479 1.18122e-05 0.00325541 0.00339688 0.0021696 0.00321676
internal_weight=0 2712 224 2589 172 2493 2420 937 820 767 115 117 123 1483 1312 171 1226
internal_count=2936 2712 224 2589 172 2493 2420 937 820 767 115 117 123 1483 1312 171 1226
is_linear=0
shrinkage=0.00493381


Tree=438
num_leaves=25
num_cat=0
split_feature=1 1 12 124 4 4 4 4 0 158 4 13 52 4 0 1 4 0 16 42 4 16 16 4
split_gain=1906.7 392.807 342.859 132.408 100.61 64.6997 62.1013 52.9151 142.617 49.7602 44.9525 39.652 38.6715 32.9556 71.0074 29.5129 22.151 21.9003 19.844 14.1513 13.4262 11.3556 11.2791 5.34067
threshold=0.10342000000000001 0.13074500000000003 0.087605000000000002 -0.080429999999999988 0.31392000000000003 0.046185000000000004 0.23355000000000001 -0.49010499999999996 0.035525000000000008 0.019155000000000002 0.056815000000000011 -0.071964999999999987 -0.081164999999999987 -0.081204999999999986 -0.11073999999999999 0.14754500000000001 -0.040394999999999993 -0.079119999999999982 -0.089894999999999989 0.086335000000000009 0.10055500000000002 0.0011450000000000004 0.27192500000000003 -0.084489999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 -1 -3 7 16 22 13 19 12 -12 -2 18 -15 -6 -4 -16 23 20 -7 -20 -5 -9
right_child=1 4 6 5 15 9 -8 8 -10 -11 11 -13 -14 14 17 -17 -18 -19 21 -21 -22 -23 -24 -25
leaf_value=0.0066450353109077601 0.004992386084849359 0.0046800184159250576 0.010807283713915615 0.012010202211800467 0.0023402607481437898 0.0082366204917152155 0.0068114763769172 0.011533512073505977 0.0059492527858873998 0.010041663529005335 0.0041219810051731547 0.0066176205433891655 0.0024845451049105723 0.0077558370104129672 0.0099556511787622995 0.00020388316969384296 0.008861572050716417 0.0092840495412021395 0.010157380545040687 0.0086730565155875902 0.0066579127369338128 0.0090532500247958985 0.010549162977038576 0.010542294725505242
leaf_weight=81 65 84 54 55 90 53 55 62 52 82 54 84 62 103 739 53 69 381 358 77 59 56 55 53
leaf_count=81 65 84 54 55 90 53 55 62 52 82 54 84 62 103 739 53 69 381 358 77 59 56 55 53
internal_value=0 0.0051365 0.00638111 0.0094968 0.00270749 0.00960251 0.00881866 0.00974963 0.00965631 0.00856337 0.00474372 0.00564124 0.00376828 0.00976632 0.0095612 0.00154863 0.00971598 0.00972721 0.0102405 0.00792186 0.0074052 0.0100081 0.0112799 0.0110769
internal_weight=0 670 443 2266 227 2185 178 1914 1804 271 265 138 127 1752 1223 143 123 1120 529 189 112 414 110 115
internal_count=2936 670 443 2266 227 2185 178 1914 1804 271 265 138 127 1752 1223 143 123 1120 529 189 112 414 110 115
is_linear=0
shrinkage=0.00227068


Tree=439
num_leaves=34
num_cat=0
split_feature=1 3 2 2 2 2 2 1 11 2 40 2 2 0 0 2 2 16 4 43 50 3 0 160 51 16 4 2 3 1 0 16 43
split_gain=3912.06 794.315 292.321 292.141 229.982 218.984 152.328 120.095 118.298 78.9352 78.4523 75.6313 84.4711 58.6863 56.1893 56.0317 37.9287 26.8921 19.976 20.3667 14.1155 19.5288 11.9099 10.5222 9.10244 13.8734 8.2682 11.4617 5.61724 5.07967 3.03696 4.46787 1.97279
threshold=0.10342000000000001 -0.049204999999999992 0.099845000000000003 0.13881000000000002 0.11426500000000002 -1.0000000180025095e-35 0.10605000000000002 0.085780000000000009 0.074925000000000005 0.13084500000000002 -0.076799999999999993 -0.0098549999999999974 0.086115000000000011 -0.045139999999999993 -0.12368999999999998 0.091525000000000009 0.16730000000000003 -0.019749999999999993 -0.0083549999999999978 -0.077449999999999977 0.10932500000000002 -0.018854999999999997 -0.085349999999999995 0.062030000000000009 -1.0000000180025095e-35 -0.03614499999999999 -0.074254999999999988 0.095965000000000009 -0.078884999999999997 0.091725000000000015 -0.084204999999999988 -0.077509999999999982 -0.03898999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 5 13 10 -7 8 15 14 -3 -9 29 28 -4 20 -5 -8 24 -20 21 22 -1 26 -16 -26 -17 -28 -2 30 -13 -32 -31
right_child=1 3 9 16 -6 6 17 11 -10 -11 -12 12 -14 -15 18 23 -18 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 -30 32 31 -33 -34
leaf_value=0.034817217108137212 0.033213224638317204 0.02392163335999439 0.02909767533630463 0.02105369216751507 0.02537871366503067 0.030584020933946486 0.025950016221231512 0.029669531448046897 0.038103719054948186 0.02816401133084569 0.019043264875276664 0.034571321841251938 0.030723393080752674 0.029259317971514636 0.033770379646960516 0.033591152866772736 0.017819039730438437 0.023452119201562135 0.032677965342331521 0.03062299285727987 0.033177214975810387 0.036039239346727509 0.034132438859079545 0.034089806903237686 0.033262508310100719 0.031320405896993996 0.033040184855612532 0.031421989815931244 0.031934772499388461 0.033104120581377988 0.034303357895873118 0.033256383150294069 0.033740370099933581
leaf_weight=421 57 52 52 61 71 53 93 55 64 53 52 65 91 67 61 73 54 54 67 90 59 70 397 67 68 52 92 57 56 99 71 65 77
leaf_count=421 57 52 52 61 71 53 93 55 64 53 52 65 91 67 61 73 54 54 67 90 59 70 397 67 68 52 92 57 56 99 71 65 77
internal_value=0 0.0257096 0.0334264 0.0233451 0.0296568 0.0247862 0.0265039 0.0339233 0.0343805 0.0313814 0.0214827 0.0327868 0.0331531 0.0313441 0.0318185 0.0341877 0.0195351 0.0250326 0.032237 0.0315001 0.0345184 0.0346075 0.0344849 0.0331038 0.0328761 0.0324212 0.0328061 0.0324213 0.0325799 0.0337395 0.0340517 0.0338032 0.0333827
internal_weight=0 670 2266 419 251 304 200 1823 1300 443 104 523 468 180 390 1236 115 147 338 157 947 888 818 289 181 120 222 149 113 377 201 136 176
internal_count=2936 670 2266 419 251 304 200 1823 1300 443 104 523 468 180 390 1236 115 147 338 157 947 888 818 289 181 120 222 149 113 377 201 136 176
is_linear=0
shrinkage=0.00280547


Tree=440
num_leaves=30
num_cat=0
split_feature=12 3 43 12 43 0 147 124 43 3 0 12 160 49 130 3 48 49 41 49 11 160 3 15 12 12 15 133 133
split_gain=1948.51 527.925 455.531 449.978 256.866 197.677 172.562 113.934 110.824 151.607 92.582 89.6107 48.8796 47.2525 46.5124 55.9553 42.9348 30.34 20.7695 19.4644 24.4928 18.2093 15.5955 14.2157 13.5603 8.74253 8.23205 5.37292 5.35676
threshold=0.056995000000000011 0.28833000000000003 -0.031974999999999996 0.10713500000000002 -0.095314999999999983 -0.045139999999999993 0.088035000000000016 -0.081534999999999982 0.0049250000000000014 0.11745500000000002 -0.108275 0.091345000000000023 -0.010749999999999997 -0.013329999999999998 1.0000000180025095e-35 -0.063264999999999988 0.083775000000000002 -0.079769999999999994 0.075585000000000013 0.082820000000000019 0.074925000000000005 -0.069144999999999984 -0.10519499999999998 0.096415000000000015 -0.089399999999999993 0.087695000000000009 -0.077669999999999989 -0.0029049999999999996 -0.0081099999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 -1 14 8 24 9 12 -3 17 -4 -13 15 -5 -14 -2 22 20 21 -15 -19 -23 -6 28 -21 -27 -24
right_child=3 10 6 5 7 -7 -8 -9 -10 -11 -12 13 16 19 -16 -17 -18 18 -20 26 -22 23 25 -25 -26 27 -28 -29 -30
leaf_value=0.008977457889191057 0.010378582150476118 0.0047658582655202173 0.012381340759404159 0.0097474788087971321 0.0063352451209258299 0.0050911013772884936 0.0058340513906223806 0.0025545960519030332 0.007059062761404793 0.0071291670928408449 0.0010541528165186498 0.0087648505920300997 0.011258866943819871 0.010020981562281274 0.011032210534537162 0.007001641751566777 0.0089368814382346576 0.010561485585669802 0.013001254777109795 0.010596843920836718 0.012255681696283549 0.01133945969795656 0.012210246952025139 0.010414124356564984 0.0049281076119681187 0.011771076722344412 0.0094709892022647648 0.011259130671384348 0.011781038560572632
leaf_weight=83 76 65 86 94 79 64 57 81 55 54 58 52 95 91 57 53 59 52 60 69 68 279 205 105 52 188 53 194 400
leaf_count=83 76 65 86 94 79 64 57 81 55 54 58 52 95 91 57 53 59 52 60 69 68 279 205 105 52 188 53 194 400
internal_value=0 0.00709636 0.00781231 0.0109558 0.00579277 0.00836599 0.00927966 0.00454582 0.00984235 0.0103629 0.00301581 0.0113227 0.0110905 0.0107274 0.00939329 0.00875764 0.0103694 0.0116859 0.0117763 0.0108808 0.0110544 0.0108824 0.0117055 0.0110865 0.00577686 0.0117658 0.0101079 0.0115111 0.0119265
internal_weight=0 824 701 2160 295 268 406 212 349 294 123 1892 240 717 204 147 154 1175 1099 665 543 475 1039 384 131 987 122 382 605
internal_count=2984 824 701 2160 295 268 406 212 349 294 123 1892 240 717 204 147 154 1175 1099 665 543 475 1039 384 131 987 122 382 605
is_linear=0
shrinkage=0.00213529


Tree=441
num_leaves=26
num_cat=0
split_feature=1 1 2 0 0 4 14 16 4 0 16 4 4 158 1 51 1 16 0 4 52 133 160 15 12
split_gain=1164.22 170.112 139.804 99.1773 93.5661 91.0231 61.37 51.595 48.1372 60.2475 43.579 41.3679 39.7958 35.6244 32.8538 29.2173 30.8491 28.0089 22.0248 28.3867 19.2546 13.9852 12.3991 11.3124 9.06812
threshold=0.11338500000000001 0.095920000000000019 0.14132000000000003 -0.13165999999999997 0.13304000000000002 0.40996000000000005 0.064610000000000015 0.25968500000000005 -0.17568999999999999 -0.07106999999999998 -0.13895999999999997 0.032770000000000001 0.032770000000000001 0.078875000000000015 0.13042000000000001 0.083615000000000009 0.077375000000000013 -0.07027499999999999 -0.079249999999999987 -0.17006499999999999 0.042815000000000006 0.081310000000000007 0.061085000000000007 -0.011244999999999998 0.089085000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 12 6 7 11 17 -5 23 -4 15 -3 20 -7 18 24 -2 22 -20 21 -13 -1 -10 -17
right_child=2 3 10 8 -6 14 -8 -9 9 -11 -12 13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=0.00954850885866485 0.0065970507361163616 0.0034833144615293654 0.0033319312181910249 0.0098803890914924992 0.0056345785442027101 0.0047411527196055741 0.011481338548839898 0.008313032860376858 0.0092682474096132308 0.0054581524344468222 0.00013760780722123586 0.0061950168965617244 0.0066331298669212394 0.0095835060018169757 0.0021447935465847938 0.0099780215968042728 0.0067393712967037146 0.0037929430650402987 0.010739161001494517 0.0086020238978817744 0.008814942830278184 0.0080176958666773775 0.010566363793341088 0.0075705051552371642 0.0085181804195095003
leaf_weight=941 55 61 61 82 58 73 90 65 73 80 73 84 64 92 79 52 66 56 56 360 59 54 104 53 93
leaf_count=941 55 61 61 82 58 73 90 65 73 80 73 84 64 92 79 52 66 56 56 360 59 54 104 53 93
internal_value=0 0.00880866 0.00399265 0.00717146 0.00912926 0.00497333 0.00922807 0.00633892 0.00807206 0.00735209 0.00159196 0.00912464 0.00509626 0.00814945 0.00339193 0.00929318 0.00832183 0.00518263 0.00943344 0.00888979 0.00747959 0.00690846 0.00964984 0.00855435 0.00904192
internal_weight=0 2522 462 413 2109 328 2051 176 288 206 134 1961 125 289 152 1672 211 111 1461 416 197 138 1045 126 145
internal_count=2984 2522 462 413 2109 328 2051 176 288 206 134 1961 125 289 152 1672 211 111 1461 416 197 138 1045 126 145
is_linear=0
shrinkage=0.00278903


Tree=442
num_leaves=29
num_cat=0
split_feature=1 1 12 1 457 2 2 15 155 12 1429 157 15 150 12 11 13 12 1 15 15 42 2 42 13 13 12 15
split_gain=3141.39 456.129 339.985 318.94 221.654 181.164 155.02 130.358 73.572 68.0073 49.7084 103.314 46.7859 45.1996 57.5733 87.6773 40.689 36.9075 30.7943 30.0134 29.3442 23.7038 17.1369 16.2353 15.2648 10.9188 8.2227 7.20779
threshold=0.10921500000000002 0.13074500000000003 0.085075000000000026 0.095920000000000019 0.081330000000000013 0.10060500000000001 0.17553000000000005 -0.18498499999999998 0.087240000000000012 0.085845000000000019 0.084845000000000018 -0.079969999999999986 -0.043134999999999993 0.094620000000000024 0.086730000000000015 1.0000000180025095e-35 0.00085500000000000018 0.098845000000000016 0.087055000000000007 -0.14151499999999997 -0.46483499999999994 0.086635000000000004 0.095565000000000011 0.092725000000000016 -0.0073899999999999999 0.025450000000000004 0.098265000000000005 -0.077474999999999988
decision_type=2 2 2 2 2 2 2 2 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 8 10 7 20 9 -5 13 -12 23 14 15 18 -14 -4 -1 -2 -3 25 -23 27 -21 -16 -11 -7
right_child=1 6 17 4 -6 12 -8 -9 -10 26 11 -13 16 -15 21 -17 -18 -19 -20 24 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=0.011489464048175278 0.0059302930877621262 0.0037102996963107363 0.010342256347167693 0.0074091608056013883 0.0051998100135909027 0.010817219924959104 0.00020668551065461808 0.0060478271522132034 0.011187112430853177 0.010269369730095254 0.0078075422116075099 0.011531313212956066 0.0092857718120831628 0.0096384401444018324 0.011259381050081778 0.013888908322585582 0.0071534927379497196 0.0082038381118869526 0.010212948708514788 0.0051177439747963288 0.0016693324448287779 0.010572030673067176 0.0093705905655859269 0.009224129337828341 0.0036116434038110383 0.010579657375535987 0.0091869352295664009 0.0098650186041561623
leaf_weight=519 86 52 61 84 62 75 55 72 64 59 58 58 102 89 332 56 53 65 86 52 58 377 53 68 53 129 52 54
leaf_count=519 86 52 61 84 62 75 55 72 64 59 58 58 102 89 332 56 53 65 86 52 58 377 53 68 53 129 52 54
internal_value=0 0.00517763 0.00672478 0.0103811 0.00854963 0.0106598 0.00310815 0.00398485 0.00935143 0.00874885 0.0109186 0.00966961 0.00936821 0.0110069 0.0110853 0.0115267 0.00855681 0.00923927 0.011308 0.0050659 0.00263434 0.0107579 0.010424 0.0100065 0.00435772 0.0110692 0.00976247 0.0104188
internal_weight=0 554 317 2430 321 2109 237 182 259 195 1757 116 352 1641 1552 661 155 126 605 191 110 891 430 197 105 461 111 129
internal_count=2984 554 317 2430 321 2109 237 182 259 195 1757 116 352 1641 1552 661 155 126 605 191 110 891 430 197 105 461 111 129
is_linear=0
shrinkage=0.00197189


Tree=443
num_leaves=24
num_cat=0
split_feature=4 2 150 12 2 0 2 2 14 0 0 12 14 16 4 4 157 13 4 151 4 13 16
split_gain=2108.77 668.738 299.391 229.411 159.047 136.777 135.958 116.922 102.247 98.1013 72.3675 62.475 58.5459 61.5624 46.1803 40.2843 35.5097 28.0062 21.7259 20.5126 15.4018 5.07951 2.6161
threshold=0.31392000000000003 0.11183000000000003 0.08882000000000001 -1.0000000180025095e-35 0.14870000000000003 -0.078924999999999981 0.093320000000000014 0.14019000000000004 0.064610000000000015 -0.075914999999999996 -0.13165999999999997 0.091345000000000023 -1.0000000180025095e-35 -0.49353499999999995 0.0067750000000000006 0.018150000000000003 -0.076719999999999983 0.032645000000000007 -0.17568999999999999 -0.063719999999999985 0.0047050000000000008 -0.05171499999999999 0.13995000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 9 6 -1 12 10 -3 14 17 -2 19 -5 16 -13 18 -12 -14 22 -17 -11
right_child=7 2 -4 8 -6 -7 -8 -9 -10 20 11 15 13 -15 -16 21 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.012890047374765958 0.0069050125264779284 0.0066348739696518401 0.0026390532740793492 0.0079765107285416012 0.004771066227849354 0.0061633743059311304 0.0078441315707653142 0.001656750604318753 0.013601330142235354 0.010371396101107076 0.012743192745285511 0.0090266974246342759 0.0041502012365121198 0.0022186869180935869 0.010899458880566197 0.0097798723767525859 0.011035625834853043 0.0099922566726310495 0.01147256895185862 0.0060521361546201921 0.0092606956487769083 0.0088076277682843998 0.011129438794344412
leaf_weight=54 62 58 61 68 54 82 66 81 90 53 81 54 59 57 54 73 534 67 1042 68 62 52 52
leaf_count=54 62 58 61 68 54 82 66 81 90 53 81 54 59 57 54 73 534 67 1042 68 62 52 52
internal_value=0 0.0104589 0.00737102 0.010912 0.00840552 0.008511 0.010115 0.00411401 0.0111413 0.00927767 0.0110319 0.0111448 0.004923 0.00425501 0.00927048 0.0105925 0.0108512 0.0114758 0.0115642 0.00516876 0.0101954 0.00937562 0.010747
internal_weight=0 2657 340 2317 279 202 120 327 2115 225 2025 1903 246 184 122 713 588 1190 1123 127 167 125 105
internal_count=2984 2657 340 2317 279 202 120 327 2115 225 2025 1903 246 184 122 713 588 1190 1123 127 167 125 105
is_linear=0
shrinkage=0.00235759


Tree=444
num_leaves=17
num_cat=0
split_feature=4 39 150 2 14 16 14 2 4 2 157 157 39 52 3 51
split_gain=104.633 44.1189 37.937 43.5518 31.3391 49.2003 20.0797 19.9243 19.1678 29.79 16.1453 51.79 16.488 12.4231 9.85662 9.63673
threshold=0.31392000000000003 0.099350000000000008 0.094545000000000018 0.10019000000000002 -0.46360499999999999 -0.43491999999999992 0.086850000000000011 -0.0098549999999999974 0.41823000000000005 0.11504500000000002 -0.076719999999999983 -0.082234999999999989 0.0095750000000000019 0.11262000000000001 -0.082234999999999989 -0.08373499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 15 -2 8 7 -1 -6 -10 11 14 13 -12 -9 -4
right_child=4 -3 3 -5 5 -7 -8 10 9 -11 12 -13 -14 -15 -16 -17
leaf_value=0.0037499385789486386 0.0068222213949564623 0.0018752332272922931 0.0073609595897100822 -0.00091174833312824481 0.00095599121896579645 -0.002385202465923289 0.010197583960789616 0.0081034100474504205 0.008260836322125268 0.0022652349598373108 0.00686502315379131 0.00035249250608442517 0.0094957203531708424 0.0056103115296868193 0.0053441796537869258 0.0040344887296675583
leaf_weight=95 53 83 59 53 76 75 53 92 52 71 1570 62 76 350 96 68
leaf_count=95 53 83 59 53 76 75 53 92 52 71 1570 62 76 350 96 68
internal_value=0 0.00619384 0.00633307 0.00366844 0.00258675 0.00176724 0.00653339 0.00645041 0.00333256 0.00480048 0.0065646 0.00512215 0.00674524 0.00663633 0.00669478 0.00558036
internal_weight=0 2657 2574 180 327 274 2394 2341 199 123 2246 250 1996 1920 188 127
internal_count=2984 2657 2574 180 327 274 2394 2341 199 123 2246 250 1996 1920 188 127
is_linear=0
shrinkage=0.00601661


Tree=445
num_leaves=27
num_cat=0
split_feature=1 52 47 4 3 3 52 1 1 4 0 3 0 40 1 3 0 16 4 1 13 16 0 3 4 52
split_gain=1477.14 297.12 160.762 95.5573 79.4966 78.959 66.0461 81.1966 60.6955 97.3671 53.0361 80.4729 40.4372 31.7178 33.049 22.6673 26.9173 22.4935 17.8654 13.8561 11.5463 9.72289 9.4072 10.2617 9.63444 8.50556
threshold=0.10575500000000002 -0.40891499999999997 1.0000000180025095e-35 0.008570000000000003 0.3148450000000001 -0.039864999999999991 1.0000000180025095e-35 0.083670000000000008 0.093575000000000019 -0.020284999999999994 -0.069414999999999991 -0.097199999999999995 -0.11742499999999999 -0.084924999999999987 0.12500000000000003 0.084670000000000009 -0.14259999999999998 -0.16318499999999997 -0.37626499999999991 0.11230000000000001 -1.0000000180025095e-35 -0.11807499999999999 -0.085349999999999995 -0.075244999999999992 -0.082274999999999987 0.097850000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 13 -4 7 21 10 20 15 -12 -8 -3 17 16 -1 -15 -13 -19 -10 -5 24 -24 -18 -20
right_child=1 2 5 6 -6 -7 12 -9 9 -11 11 18 -14 14 -16 -17 22 19 25 -21 -22 -23 23 -25 -26 -27
leaf_value=0.013846298798037256 0.011986984756774784 0.0035196722581824604 0.010803397011375213 0.011184346715463481 0.0022166998493043017 0.0066377092168735984 0.01297545423714196 0.006785230757800265 0.010578082785575947 0.007230899098906716 0.008154279195208218 0.012739571523243853 0.010213411860902622 0.0078609212504006168 0.0045499024371698686 0.010197683895165618 0.012922111176566733 0.0047961781071907553 0.011582760299116377 0.0066989052541206106 0.012056428402572931 0.0097105018420744153 0.011804972937118751 0.010804042312899024 0.011983634297788604 0.010114872229696328
leaf_weight=57 67 56 58 55 72 91 69 81 87 64 78 63 103 64 103 59 107 56 68 64 79 97 688 91 436 57
leaf_count=57 67 56 58 55 72 91 69 81 87 64 78 63 103 64 103 59 107 56 68 64 79 97 688 91 436 57
internal_value=0 0.00643384 0.00577411 0.0112425 0.00488171 0.00825945 0.01001 0.00904172 0.0115006 0.0101547 0.0116822 0.0105372 0.0113216 0.00544104 0.00581583 0.011894 0.0119666 0.00652432 0.0115257 0.00581121 0.0112818 0.010244 0.0118855 0.0116881 0.0121686 0.0109136
internal_weight=0 631 564 2339 415 149 405 233 1934 230 1704 266 172 343 287 1438 1379 184 188 120 166 152 1322 779 543 125
internal_count=2970 631 564 2339 415 149 405 233 1934 230 1704 266 172 343 287 1438 1379 184 188 120 166 152 1322 779 543 125
is_linear=0
shrinkage=0.00278903


Tree=446
num_leaves=29
num_cat=0
split_feature=4 3 3 43 48 4 16 11 3 4 3 16 4 39 43 43 133 3 13 4 48 3 16 4 3 3 43 13
split_gain=1815.1 473.961 271.204 206.418 101.528 89.5613 98.655 76.6714 153.649 93.5035 71.675 68.8359 49.865 49.2781 37.9703 29.5656 34.025 23.4219 19.141 17.9376 15.3848 18.2719 13.5015 9.75262 8.28542 8.20848 5.83134 4.05559
threshold=0.27998000000000006 -0.066229999999999997 0.28833000000000003 -0.035884999999999993 0.087310000000000013 -0.37626499999999991 -0.0092499999999999978 1.0000000180025095e-35 -0.12077499999999998 -0.44205499999999992 0.17351000000000003 -0.53870999999999991 0.0049450000000000006 0.088025000000000006 -0.090869999999999992 0.0031350000000000002 -0.08860999999999998 -0.078584999999999988 0.049070000000000009 -0.083904999999999993 0.087035000000000015 0.040040000000000006 -0.43491999999999992 0.08920500000000002 -0.07908999999999998 -0.10115999999999999 -0.077224999999999988 -0.021089999999999994
decision_type=2 2 2 2 2 2 2 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 14 -5 20 8 -1 -9 11 -2 15 24 -3 18 27 -18 19 -10 21 -7 -14 26 -13 -20 -24 -17
right_child=10 2 -4 5 -6 6 -8 9 12 -11 -12 13 22 -15 -16 16 17 -19 25 -21 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=0.0068270813029693263 0.00637994922124141 0.0095423114121275261 0.0032013755190871793 0.011699071297560501 0.0046349231219228199 0.0094910776986602483 0.0067686712204877353 0.0098173239349441475 0.011420888089621616 0.013399834085799619 0.001483780001871222 0.0039336121507038864 0.010375728622700257 0.0021219375741792857 0.0069595491554533678 0.010747122307156099 0.0075700753321288677 0.0097701389863046328 0.010383450454097909 0.010610816384765579 0.0088164119501153923 0.011216113663923177 0.0098372225331884253 0.0081882679760255685 0.0052801841944789731 0.0091195707343039566 0.0088876631454619034 0.009922214195547294
leaf_weight=77 66 53 63 87 89 82 88 75 197 98 69 54 59 83 89 112 52 62 60 854 63 64 79 55 53 61 74 52
leaf_count=77 66 53 63 87 89 82 88 75 197 98 69 54 59 83 89 112 52 62 60 854 63 64 79 55 53 61 74 52
internal_value=0 0.00971165 0.0079713 0.00845988 0.00665672 0.00954453 0.00891331 0.0103115 0.0101634 0.0118469 0.00366753 0.00425601 0.0103131 0.00351809 0.00792372 0.0104897 0.00978095 0.00876683 0.0106578 0.0107627 0.0098162 0.0102474 0.00935366 0.00906363 0.00460085 0.0097465 0.00937813 0.0104857
internal_weight=0 2645 678 615 231 384 297 1967 1794 173 325 256 1717 190 142 1450 278 114 1172 1051 209 146 267 208 107 121 153 164
internal_count=2970 2645 678 615 231 384 297 1967 1794 173 325 256 1717 190 142 1450 278 114 1172 1051 209 146 267 208 107 121 153 164
is_linear=0
shrinkage=0.00241352


Tree=447
num_leaves=23
num_cat=0
split_feature=4 44 1 52 457 2 15 4 16 158 3 0 0 1 15 49 13 1 12 13 12 12
split_gain=120.656 68.9648 61.6053 46.2154 37.1825 32.0817 28.7563 37.6394 32.6564 18.1444 21.29 36.6263 18.4098 17.8974 15.4481 13.228 12.9082 10.1483 10.0335 8.61258 7.35227 6.95663
threshold=0.31392000000000003 1.0000000180025095e-35 0.095435000000000006 -0.41694999999999993 0.079020000000000021 0.13388500000000003 -0.46483499999999994 0.6214050000000001 -0.40430999999999989 0.085110000000000005 -0.12077499999999998 -0.081094999999999987 -0.13165999999999997 0.11406500000000001 0.086035000000000014 0.097500000000000017 -0.0087649999999999985 0.085410000000000014 0.087605000000000002 -0.078924999999999981 0.099680000000000005 0.094115000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 21 5 14 7 -2 13 10 11 -1 -12 -8 16 20 -5 18 -11 -17 -14 -4
right_child=6 -3 3 4 -6 -7 8 -9 -10 17 12 -13 15 -15 -16 19 -18 -19 -20 -21 -22 -23
leaf_value=0.0064359288991980056 0.0071288192926131236 0.011562913409865448 0.0080838318125550489 0.004492575200736237 -0.00050802105832132368 -0.0003164915497790475 0.0041241487999895202 0.0011525835620536432 -0.0030954081580154575 0.0076993162418068266 0.0033095065251036305 0.00064361507401372001 0.0061631363025542616 0.00023634644473129722 0.0062756938390740096 0.0062418368238082019 0.0015345528455663658 0.009269802691532875 0.0049211412259789235 0.0037046712160691427 0.004959271793736242 0.0054546328016748507
leaf_weight=62 58 53 53 128 81 52 62 67 52 92 89 67 1280 80 84 57 66 54 66 129 170 68
leaf_count=62 58 53 53 128 81 52 62 67 52 92 89 67 1280 80 84 57 66 54 66 129 170 68
internal_value=0 0.00542995 0.00530482 0.00365668 0.00278803 0.00359724 0.00189484 0.00392602 0.000585792 0.00572919 0.00555697 0.00342797 0.00571615 0.00193425 0.00432951 0.00584704 0.00348654 0.00723499 0.00653918 0.0044825 0.00602203 0.00660674
internal_weight=0 2651 2598 532 411 330 319 125 194 2066 1854 129 1725 142 278 1636 194 212 158 186 1450 121
internal_count=2970 2651 2598 532 411 330 319 125 194 2066 1854 129 1725 142 278 1636 194 212 158 186 1450 121
is_linear=0
shrinkage=0.00543018


Tree=448
num_leaves=30
num_cat=0
split_feature=1 52 47 124 2 2 12 457 2 2 12 13 1 40 2 12 4 16 2 0 12 16 4 16 16 4 0 1 0
split_gain=1823 385.354 198.228 145.013 139.348 90.521 84.8105 64.4181 59.2423 59.1386 54.3021 84.6526 51.5136 45.086 31.3361 26.299 28.2094 22.4677 19.6022 25.1699 18.3208 15.5461 11.274 11.0175 10.3147 9.41562 11.3992 7.97703 5.27545
threshold=0.10575500000000002 -0.40891499999999997 0.078345000000000012 -0.082389999999999977 0.14808000000000002 0.092320000000000013 0.090885000000000007 0.081330000000000013 -0.0098549999999999974 0.13084500000000002 -0.0089849999999999982 -0.087299999999999989 0.076160000000000019 -0.062739999999999976 0.11203000000000002 0.091345000000000023 -0.084384999999999988 0.054560000000000004 0.087665000000000007 -0.087809999999999985 0.099680000000000005 0.20277000000000003 0.00023500000000000005 0.022165000000000004 -0.052039999999999996 -0.020619999999999996 -0.081704999999999986 0.098395000000000024 -0.086274999999999977
decision_type=2 2 2 2 2 2 2 2 2 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 10 8 -4 9 -5 12 13 -12 20 -3 -13 16 23 25 22 -20 21 -7 -18 28 -22 26 -17 -14 -10
right_child=1 2 6 5 -6 7 -8 -9 15 -11 11 14 27 -15 -16 17 18 -19 19 -21 24 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0061821920824347018 0.010588687727263122 0.0036473152032552129 0.0046737074692983624 0.0074593191797286042 -0.0004399784770642497 0.0097413350878101813 0.0089855179842938237 0.00600895028228702 0.011504061842422102 0.0064181133647349875 0.0018619809306789881 0.0073719585808213438 0.011676384785565271 0.00057565020779650345 0.0045358650071148036 0.011236746707100159 0.010348248195693301 0.0079744149073926116 0.0086093628583817083 0.010310643737579006 0.0089358052533939167 0.0084008870428676878 0.01149478767252394 0.012299932137179264 0.0075663613604206583 0.0089525347783591686 0.009780940778828056 0.010302032607387768 0.010608735969443854
leaf_weight=90 67 77 89 60 89 258 57 52 81 54 63 54 64 69 66 57 488 56 114 159 89 89 76 58 80 62 149 66 137
leaf_count=90 67 77 89 60 89 258 57 52 81 54 63 54 64 69 66 57 488 56 114 159 89 89 76 58 80 62 149 66 137
internal_value=0 0.00433267 0.00358944 0.0096173 0.00262261 0.00975475 0.00635729 0.00897342 0.0101472 0.0091936 0.00345118 0.00445255 0.00942556 0.00219584 0.00581235 0.0102594 0.0104611 0.00956657 0.0102085 0.00960033 0.00903416 0.00939762 0.0105028 0.0112271 0.00828772 0.00989915 0.0101839 0.0109789 0.0109415
internal_weight=0 631 564 2339 418 2249 146 752 1497 700 329 183 646 146 120 1437 1113 324 837 273 516 347 564 276 169 268 206 130 218
internal_count=2970 631 564 2339 418 2249 146 752 1497 700 329 183 646 146 120 1437 1113 324 837 273 516 347 564 276 169 268 206 130 218
is_linear=0
shrinkage=0.00275908


Tree=449
num_leaves=24
num_cat=0
split_feature=1 3 2 39 2 2 2 1 2 14 2 3 12 49 3 13 3 3 1 12 3 42 1
split_gain=4132.49 593.944 225.236 224.429 214.062 208.534 152.741 147.79 129.834 109.128 67.6604 69.7311 61.7922 58.6955 45.1588 44.474 37.3115 31.7468 29.4832 26.842 24.462 20.5105 17.1929
threshold=0.10575500000000002 -0.06656999999999999 0.11426500000000002 0.0047850000000000011 0.14132000000000003 -1.0000000180025095e-35 0.11183000000000003 0.09258000000000001 0.10859000000000001 0.073890000000000011 0.090020000000000017 -0.11749 0.098785000000000012 -0.046739999999999997 -0.14884499999999998 -0.091014999999999999 -0.060719999999999989 0.10514500000000002 0.085720000000000005 -0.067899999999999988 -0.066789999999999974 0.088805000000000009 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=3 2 12 6 5 -3 9 -5 -7 10 11 -1 -2 -12 -15 -16 21 -10 22 -6 -20 -8 -13
right_child=1 4 -4 7 19 8 16 -9 17 -11 13 18 -14 14 15 -17 -18 -19 20 -21 -22 -23 -24
leaf_value=0.010121773859957816 0.011571857900370054 0.0029237637828959219 0.0055452358769884037 0.011425742716263483 0.003295548324260664 0.0091817082006851961 0.010005995474723355 0.0071263124150325449 0.0043874144597072376 0.014663798406571718 0.0099466136401658647 0.012695970303831948 0.0086460934939868745 0.013673241461289969 0.009811772516754089 0.011854664352284529 0.0087655034925587429 0.0063365707883110585 0.012331134660991462 0.0013050165650822297 0.011019037389371725 0.011753051477133384 0.013878762240706164
leaf_weight=55 82 100 60 73 52 61 61 68 61 79 82 713 52 54 52 491 55 93 363 70 76 58 59
leaf_count=55 82 100 60 73 52 61 61 68 61 79 82 713 52 54 52 491 55 93 363 70 76 58 59
internal_value=0 0.00586925 0.00892396 0.0119187 0.0045131 0.00542686 0.0120833 0.00935242 0.00659099 0.0122455 0.0121473 0.0124341 0.0104367 0.0116125 0.0118413 0.0116591 0.0101965 0.00556465 0.0125391 0.00215362 0.012104 0.0108577 0.0127864
internal_weight=0 631 194 2339 437 315 2198 141 215 2024 1945 1266 134 679 597 543 174 154 1211 122 439 119 772
internal_count=2970 631 194 2339 437 315 2198 141 215 2024 1945 1266 134 679 597 543 174 154 1211 122 439 119 772
is_linear=0
shrinkage=0.00209776


Tree=450
num_leaves=27
num_cat=0
split_feature=4 12 12 150 15 12 15 16 4 12 12 41 4 40 15 4 16 151 4 42 159 15 151 4 16 16
split_gain=2944.51 817.255 314.468 299.525 175.023 171.321 118.43 116.568 203.876 88.0454 70.9485 65.6311 60.8961 29.9042 28.2111 27.1152 21.4927 20.9766 23.0596 18.5985 18.3722 17.5979 17.4845 6.93778 4.22372 3.63879
threshold=0.31392000000000003 0.056995000000000011 0.13642500000000005 0.08882000000000001 0.043560000000000008 -1.0000000180025095e-35 -0.43091499999999999 0.08215500000000002 -0.0023699999999999997 0.095775000000000013 0.099170000000000022 0.075585000000000013 -0.040874999999999995 -0.050089999999999989 -0.069034999999999985 0.036605000000000006 -0.53870999999999991 -0.085989999999999983 0.049545000000000006 0.095670000000000019 0.08894500000000001 0.091195000000000012 -0.13579999999999995 0.03851000000000001 -0.15693499999999996 -0.071129999999999985
decision_type=2 2 2 2 2 2 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 -2 8 13 11 16 17 21 -1 23 -10 -7 22 20 -16 -19 -11 -3 -14 -20 -23
right_child=5 2 -4 -5 -6 10 -8 -9 15 12 -12 -13 14 -15 19 -17 -18 18 24 -21 -22 25 -24 -25 -26 -27
leaf_value=0.0058159114931739314 0.002378668208665953 0.0096432771261762522 0.0048009976252242565 0.0032259607342455948 0.010753519328809179 0.0056498711045177286 -0.0013178981459630792 0.0089278904092847996 0.0089654411058448479 0.010246390156658456 0.0019881295144418463 0.011772969121879459 0.0092795025883211403 0.0041282568961342504 0.0082208218244697595 0.0072937803731597875 0.0039673560157194076 0.0099940296952417684 0.0093542368682257033 0.006677201416787436 0.0089424386876553238 0.0095905236688137926 0.0081200980916455081 0.0083329689273509248 0.008616564112713946 0.0089516133816482379
leaf_weight=73 87 68 54 79 53 53 55 90 67 98 54 67 72 93 70 87 67 1115 74 54 69 55 52 53 53 101
leaf_count=73 87 68 54 79 53 53 55 90 67 98 54 67 72 93 70 87 67 1115 74 54 69 55 52 53 53 101
internal_value=0 0.00892927 0.00949738 0.0067752 0.00738075 0.00255417 0.000946751 0.0069447 0.00638686 0.00962411 0.00386585 0.00986393 0.00890987 0.00487055 0.00821631 0.0080212 0.00471064 0.00977453 0.00984693 0.00754877 0.00993276 0.00958969 0.00898341 0.00887834 0.00904656 0.00917701
internal_weight=0 2597 2055 542 463 316 142 410 320 2001 174 1498 503 166 249 154 120 1431 1311 124 1184 254 120 125 127 156
internal_count=2913 2597 2055 542 463 316 142 410 320 2001 174 1498 503 166 249 154 120 1431 1311 124 1184 254 120 125 127 156
is_linear=0
shrinkage=0.00197189


Tree=451
num_leaves=26
num_cat=0
split_feature=1 34 40 2 11 0 2 13 43 3 1 1 3 49 0 43 12 3 12 2 0 13 3 160 3
split_gain=125.133 43.0963 44.2585 32.5241 43.6228 24.76 24.4233 22.7156 14.7321 14.3939 26.9064 13.9218 34.4135 10.9236 12.7069 13.7339 10.4052 12.4476 9.90051 9.71376 7.73147 9.46135 5.81087 2.98417 2.89516
threshold=0.11690500000000002 -0.028269999999999997 -0.072979999999999975 0.093320000000000014 0.077905000000000016 -0.13165999999999997 -0.0098549999999999974 -0.085349999999999995 -0.007069999999999999 -0.097199999999999995 0.082135000000000014 0.098395000000000024 0.0025650000000000004 0.099620000000000014 -0.047019999999999999 -0.064179999999999987 0.080635000000000012 0.0012800000000000001 0.083610000000000004 0.11454500000000002 -0.067664999999999989 -0.099244999999999986 -0.082204999999999986 -0.0080249999999999991 -0.073444999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 11 -1 -4 -9 10 -7 -5 -13 14 15 22 17 -8 -18 -15 21 -20 -11 -19 -17
right_child=1 2 7 5 -6 9 16 8 -10 13 -12 12 -14 19 -16 24 18 23 20 -21 -22 -23 -24 -25 -26
leaf_value=0.0034787211921204907 -0.0024050106145221037 -0.001523223987070882 0.0021586376328690962 0.0061112794025977258 0.011430389211919068 0.00085875250379866344 0.010536468389611683 0.0040181187415322525 0.0075632447440716795 0.0059581625237864304 0.0062004536068312952 -0.00080323317116826531 0.0049934112967829356 0.0033264710187470956 0.0092032563254545625 0.0061905754619846166 0.0041543956536050398 0.0080352124404029883 0.0092684856101541164 0.0067359125262161741 0.0045455499921108781 0.0066982179548817737 0.0083464769382314372 0.0060220407058747764 0.0045363924380682243
leaf_weight=84 52 53 98 56 69 52 54 84 82 53 93 61 89 67 69 60 56 52 53 53 56 1199 114 53 101
leaf_count=84 52 53 98 56 69 52 54 84 82 53 93 61 89 67 69 60 56 52 53 53 56 1199 114 53 101
internal_value=0 0.00261101 0.00343403 0.00631618 0.00680011 0.00538169 0.00660125 0.00442948 0.00576971 0.00594199 0.00428525 0.00358082 0.00263569 0.00640653 0.00688204 0.00639354 0.00677343 0.00821444 0.00660541 0.00483284 0.0067103 0.00680707 0.00758889 0.00701964 0.00515325
internal_weight=0 369 317 2544 1676 868 1607 264 166 662 145 206 150 517 397 328 1523 159 1364 120 1308 1252 167 105 161
internal_count=2913 369 317 2544 1676 868 1607 264 166 662 145 206 150 517 397 328 1523 159 1364 120 1308 1252 167 105 161
is_linear=0
shrinkage=0.00594548


Tree=452
num_leaves=24
num_cat=0
split_feature=4 15 1 4 1 4 2 49 2 472 157 1 1 0 0 4 0 483 4 15 157 4 160
split_gain=91.0666 47.2339 53.8624 33.6254 29.8412 22.6428 33.82 22.3067 14.7547 15.0914 14.9168 30.7482 29.8021 11.961 11.0547 9.96717 8.84227 7.62633 4.88201 9.9182 7.5662 6.53362 2.17959
threshold=0.31392000000000003 -0.43091499999999999 0.11406500000000001 0.51292000000000015 0.10359500000000001 -0.39175499999999991 1.0000000180025095e-35 -0.052004999999999989 0.08784500000000002 -0.078554999999999986 0.064100000000000004 0.088035000000000016 0.096160000000000009 -0.071749999999999994 0.040570000000000002 0.043640000000000005 -0.11214999999999999 -0.028959999999999996 -0.0064399999999999987 -0.087284999999999988 -0.08107499999999998 -0.085594999999999991 -0.011514999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 8 -6 13 -8 16 -10 11 14 -13 -7 15 -11 -1 -18 20 22 -19 -22 -20
right_child=1 2 -4 -5 5 6 7 -9 9 10 -12 12 -14 -15 -16 -17 17 18 19 -21 21 -23 -24
leaf_value=0.0073907094148397594 0.0078029874966908143 0.0036915682322010593 -0.0030863255364080812 0.0021445389112669058 0.0066999594269966161 0.0070464257790283395 0.0034864525338966406 -0.00076891472159187164 0.0078242119248269262 0.0054054516176273533 0.0069089750042811825 -0.0014781388699174221 0.0046320830017848548 0.0036885417648072774 0.0027112086325128499 0.0039321147017898671 0.0034666328937976699 0.0038122441330184931 0.0063963556608197178 0.0085348220860641151 0.0066458421633296466 0.0053873113668302464 0.0047738668651866913
leaf_weight=101 52 64 97 103 63 54 73 91 53 594 91 53 52 99 74 203 52 76 56 58 185 515 54
leaf_count=101 52 64 97 103 63 54 73 91 53 594 91 53 52 99 74 203 52 76 56 58 185 515 54
internal_value=0 0.00178352 -0.000391627 0.00404325 0.00504438 0.00355903 0.00293462 0.00112487 0.00529894 0.00483559 0.00468708 0.00447985 0.00154729 0.00487408 0.00483331 0.00503026 0.00577196 0.00560774 0.00572562 0.00661385 0.00553325 0.00572001 0.00560042
internal_weight=0 316 161 155 2597 380 317 164 2217 1120 1067 976 105 153 871 797 1097 996 944 168 776 700 110
internal_count=2913 316 161 155 2597 380 317 164 2217 1120 1067 976 105 153 871 797 1097 996 944 168 776 700 110
is_linear=0
shrinkage=0.00573483


Tree=453
num_leaves=15
num_cat=0
split_feature=3 40 13 40 49 49 3 160 123 0 14 9 16 52
split_gain=58.8143 43.1059 32.2983 30.4697 30.07 25.7458 34.4751 18.2116 20.7221 15.9654 15.8072 16.9744 14.7465 14.5632
threshold=0.31351000000000001 0.0045850000000000005 0.27020000000000005 -0.037459999999999993 -0.088164999999999979 -0.048359999999999993 -0.082824999999999982 0.083130000000000023 0.08456000000000001 -0.11471499999999998 0.08104500000000002 0.081505000000000008 -0.084294999999999995 -0.010655
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 13 6 -6 8 -1 -2 11 -7 -10 -5
right_child=9 -3 -4 4 5 10 -8 -9 12 -11 -12 -13 -14 -15
leaf_value=-0.0014405554549933046 0.0017862902526814292 -0.00048637353746324553 0.0079547147534520211 0.0086725590177989201 -0.0017305514558154608 0.0039808281052293865 0.0041210034872400242 0.0043239387319732861 0.00077808180506621998 -0.0024094053773520215 0.0010677443183949456 0.0070509440146844142 0.0044247267831114831 0.0050025247231125372
leaf_weight=59 52 66 55 53 54 2077 62 74 72 52 52 53 57 75
leaf_count=59 52 66 55 53 54 2077 62 74 72 52 52 53 57 75
internal_value=0 0.00378898 0.00389187 0.00380872 0.00399609 0.00385534 0.00139651 0.00207354 0.00118744 -0.000311008 0.00398603 0.00405725 0.00238983 0.0065226
internal_weight=0 2809 2743 2688 2426 2298 116 262 188 104 2182 2130 129 128
internal_count=2913 2809 2743 2688 2426 2298 116 262 188 104 2182 2130 129 128
is_linear=0
shrinkage=0.00535448


Tree=454
num_leaves=18
num_cat=0
split_feature=4 3 123 48 3 123 15 130 0 43 15 15 16 0 150 3 15
split_gain=2101.21 563.745 340.926 166.839 118.238 109.733 108.947 95.3541 89.8498 67.5442 59.0041 53.7253 195.346 46.7077 35.6494 25.1836 19.9486
threshold=0.31392000000000003 0.28833000000000003 1.0000000180025095e-35 0.13224500000000003 0.35004500000000011 0.089295000000000013 0.025430000000000005 -1.0000000180025095e-35 -0.14164999999999997 -1.0000000180025095e-35 0.13592500000000005 -0.0073449999999999991 0.066010000000000013 -0.074249999999999997 1.0000000180025095e-35 -0.11211999999999998 -0.42443999999999993
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 9 7 -1 -8 -2 15 13 -13 -9 -4 -10 -11
right_child=4 -3 14 -5 -6 -7 8 11 10 16 -12 12 -14 -15 -16 -17 -18
leaf_value=0.0084260214868029683 0.0044033025444246395 0.0040742916071037534 0.0090657793257949842 0.0073776774688380058 0.0012775660671052824 0.0023942072302360158 0.014777518603905016 0.011928205428142625 0.013812080366128073 0.0083395970887429824 0.0096272777445127432 0.007664575606229674 0.012235091271709351 0.010627675655876582 0.0066490824462772926 0.01213387654475891 0.0063743066007957028
leaf_weight=67 81 63 68 53 52 60 79 754 56 55 54 94 132 207 76 894 68
leaf_count=67 81 63 68 53 52 60 79 754 56 55 54 94 132 207 76 894 68
internal_value=0 0.011233 0.011411 0.0116291 0.00461705 0.00527473 0.0117255 0.0112392 0.0122886 0.00612181 0.0120927 0.011398 0.0103342 0.0116481 0.00779048 0.0122328 0.00725331
internal_weight=0 2597 2534 2390 316 264 2337 1254 1083 204 1004 1187 226 961 144 950 123
internal_count=2913 2597 2534 2390 316 264 2337 1254 1083 204 1004 1187 226 961 144 950 123
is_linear=0
shrinkage=0.00242247


Tree=455
num_leaves=15
num_cat=0
split_feature=106 45 12 15 41 3 43 15 10 15 3 3 1375 150
split_gain=55.0007 58.8015 46.1859 47.4845 32.5062 27.973 56.3261 26.6264 19.638 28.5706 12.3251 18.3034 9.54378 11.2436
threshold=0.085650000000000018 1.0000000180025095e-35 0.078120000000000009 0.021950000000000001 0.077300000000000021 -0.017704999999999995 -0.088689999999999977 0.13954000000000003 -1.0000000180025095e-35 -0.018024999999999996 -0.23394499999999999 -0.15870999999999996 -0.012944999999999998 0.097030000000000019
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 10 -7 -10 -4 -12 -13 -14
right_child=-2 -3 7 -5 -6 8 -8 -9 9 -11 11 12 13 -15
leaf_value=0.0031969099382250575 -0.0023553162604935418 0.010459605412798882 0.0070009231331829465 0.0072948115761102394 0.0064755493739812042 -0.0012470013419338859 -0.0056578294503622645 3.0579720876835154e-05 0.003491751701125324 -0.00041796015990749018 0.00058122196061895367 0.0063969350653125508 0.0042846700925383381 0.0013170617901543029
leaf_weight=54 58 52 64 68 53 63 60 60 301 98 54 82 1850 52
leaf_count=54 58 52 64 68 53 63 60 60 301 98 54 82 1850 52
internal_value=0 0.00383004 0.00370943 0.00230116 0.0017612 0.0013273 -0.00146289 0.00416341 0.00201593 0.0025313 0.00428135 0.00419591 0.00429426 0.00420357
internal_weight=0 2911 2859 697 629 576 114 2162 462 399 2102 2038 1984 1902
internal_count=2969 2911 2859 697 629 576 114 2162 462 399 2102 2038 1984 1902
is_linear=0
shrinkage=0.00629014


Tree=456
num_leaves=27
num_cat=0
split_feature=1 12 2 2 4 2 14 0 0 1 2 447 16 12 4 1 0 2 52 16 4 0 131 16 4 4
split_gain=2861.79 390.463 380.098 193.3 119.762 109.083 87.227 80.7798 79.8453 62.3429 56.39 54.6992 51.6407 39.6472 42.865 36.056 33.3741 30.8804 23.862 38.6421 26.5515 22.783 19.0038 15.9353 14.9157 8.82022
threshold=0.10404000000000001 0.087255000000000013 0.12068000000000001 0.099845000000000003 -0.15283499999999997 -0.0098549999999999974 0.064610000000000015 -0.13165999999999997 -0.097774999999999987 0.11869500000000001 0.13084500000000002 0.084420000000000009 -0.016354999999999998 0.091290000000000024 -0.27577999999999997 0.13686500000000004 -0.069074999999999984 0.08895500000000002 0.047800000000000009 0.092980000000000021 -0.037689999999999994 -0.16926499999999997 0.078355000000000022 -0.067654999999999979 -0.0069049999999999988 0.50944500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 9 5 -2 -1 11 -5 12 24 18 13 21 14 -7 25 22 -16 19 -9 -21 -6 -15 -20 -3 -10
right_child=1 2 -4 7 8 6 -8 10 15 -11 -12 -13 -14 16 17 -17 -18 -19 23 20 -22 -23 -24 -25 -26 -27
leaf_value=0.0081280226035049079 0.0071724416999946897 0.010938143656117217 0.0021904448244163643 0.0065698712570111863 0.0062300447353364841 0.013066750107261865 0.013309686310521136 0.0080292358790291316 0.0038992322998999624 0.0073379115650546072 0.0073702868180414343 0.0085950303674228838 0.0026308956064452099 0.010363359862714389 0.011291882422376933 0.0013273955846748136 0.0087098016984720576 0.010366564093787348 0.011328958371990033 0.011126157711512966 0.0090747485867296446 0.0043928988804473271 0.011512318049781018 0.0098471019396522454 0.0093160377884320255 0.0026272443919842076
leaf_weight=71 53 60 52 52 68 60 81 70 62 63 52 52 52 327 861 80 53 239 76 67 64 72 97 75 58 52
leaf_count=71 53 60 52 52 68 60 81 70 62 63 52 52 52 327 861 80 53 239 76 67 64 72 97 75 58 52
internal_value=0 0.0052299 0.00760894 0.0105643 0.00396716 0.0108926 0.0110035 0.00923871 0.003527 0.0091655 0.00958216 0.0108929 0.0045666 0.0109659 0.0111931 0.00249799 0.0104134 0.0110909 0.00990885 0.00939468 0.0101241 0.0052854 0.0106263 0.0105931 0.010141 0.00331924
internal_weight=0 672 233 2297 439 1841 1770 456 386 181 404 1689 192 1637 1160 194 477 1100 352 201 131 140 424 151 118 114
internal_count=2969 672 233 2297 439 1841 1770 456 386 181 404 1689 192 1637 1160 194 477 1100 352 201 131 140 424 151 118 114
is_linear=0
shrinkage=0.00227364


Tree=457
num_leaves=18
num_cat=0
split_feature=4 3 4 52 16 4 16 39 456 457 157 51 1429 16 48 457 3
split_gain=52.2714 25.3231 21.7516 21.381 20.9869 18.092 17.9521 17.2569 14.5338 18.023 13.746 13.687 11.2839 13.6729 10.9315 10.3268 3.69012
threshold=0.31392000000000003 0.11391500000000002 -0.029404999999999997 0.12371000000000001 -0.53870999999999991 0.50027500000000014 -0.13800499999999996 0.094095000000000026 0.077935000000000018 0.079930000000000015 -0.080799999999999983 -0.091399999999999981 0.056450000000000007 0.23599500000000004 0.085835000000000009 -0.0034949999999999994 -0.081134999999999985
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 -2 -6 -7 8 9 10 11 -1 13 -12 -11 -10 -13
right_child=3 2 -4 -5 5 6 -8 -9 15 14 12 16 -14 -15 -16 -17 -18
leaf_value=-0.00030514561399721781 0.0030048474375297214 0.0040847303269208003 -0.0008032758481852512 0.0044831021228451413 -0.003658165653447302 0.0024084747635719681 -0.0018683957214261275 0.00094006227073787382 0.0043902804013286447 0.00029399781822477282 0.0040697849777179941 0.0039997054617181118 0.0059502775788478242 0.0024871479572378249 0.0036179292696682801 0.0075453880181272281 0.0020012469435431385
leaf_weight=52 77 53 84 54 53 76 65 77 100 86 1609 91 99 222 60 59 52
leaf_count=52 77 53 84 54 53 76 65 77 100 86 1609 91 99 222 60 59 52
internal_value=0 0.00358932 0.00108724 0.00104977 0.000365406 -0.000681879 0.000436415 0.00372602 0.00381428 0.00369192 0.00383147 0.00231882 0.00398427 0.00387793 0.00166043 0.00556145 0.00327344
internal_weight=0 2644 137 325 271 194 141 2507 2430 2271 2125 195 1930 1831 146 159 143
internal_count=2969 2644 137 325 271 194 141 2507 2430 2271 2125 195 1930 1831 146 159 143
is_linear=0
shrinkage=0.00597505


Tree=458
num_leaves=25
num_cat=0
split_feature=106 2 403 2 0 15 133 15 16 1429 0 16 16 15 11 16 43 133 43 0 0 42 16 15
split_gain=40.5795 40.2754 23.6541 23.1644 29.0062 62.7323 30.571 12.0129 12.7682 10.4051 12.948 42.1705 54.0023 35.8771 29.0688 13.574 12.565 10.7227 10.6255 8.66447 22.4999 6.21835 11.6131 3.4473
threshold=0.085650000000000018 0.10523 0.033800000000000004 0.17730000000000004 -0.080734999999999987 -0.026469999999999997 -0.0036349999999999998 -0.087894999999999987 -0.28430999999999995 -0.084124999999999991 -0.06952499999999999 0.066010000000000013 -0.03614499999999999 -0.030729999999999997 0.080455000000000013 0.25137500000000007 -0.0028949999999999996 -0.010024999999999997 -0.083134999999999987 -0.15445999999999996 -0.11167499999999998 0.10356500000000002 0.044620000000000007 0.084175000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 5 7 -6 8 -3 -1 14 12 -12 -13 16 -15 17 23 -19 -18 -21 22 -8 -11
right_child=-2 2 -4 -5 6 -7 21 -9 -10 10 11 13 -14 15 -16 -17 19 18 -20 20 -22 -23 -24 -25
leaf_value=0.0058042334322100896 -0.0021811865635670206 0.0023172439363771634 0.0054025946247712384 -0.0021773912684731303 -0.0012673958479200533 -0.005650076962844643 0.0058365737450790474 0.004102758120263103 -0.001420400936851988 0.0054975628531711875 0.0023871628337535007 0.00046542686522037187 -0.0051427231265224003 0.0081660528527631362 0.0076079409412377064 0.0039479818497876896 0.0040998146466881321 0.0039303380704887678 0.0026841761790538203 -0.0014566445127857171 0.002622215751896256 0.001690505012240209 0.0030185624243886395 0.004088263143852371
leaf_weight=54 58 76 53 62 56 53 77 52 56 100 95 62 52 56 55 52 97 457 513 54 409 53 157 160
leaf_count=54 58 76 53 62 56 53 77 52 56 100 95 62 52 56 55 52 97 457 513 54 409 53 157 160
internal_value=0 0.00283602 0.00158822 0.00127323 0.0016422 4.38566e-05 0.0027464 0.0016843 0.000731096 0.00322734 0.00316295 0.00205343 -0.000276039 0.0040681 0.00335354 0.00613572 0.00322279 0.00355871 0.00327135 0.00248484 0.00214636 0.00352981 0.00394613 0.00463055
internal_weight=0 2911 695 642 580 237 343 184 132 2216 2162 317 147 170 1845 108 1790 1230 970 560 463 287 234 260
internal_count=2969 2911 695 642 580 237 343 184 132 2216 2162 317 147 170 1845 108 1790 1230 970 560 463 287 234 260
is_linear=0
shrinkage=0.00594006


Tree=459
num_leaves=22
num_cat=0
split_feature=4 2 12 123 2 2 2 2 11 13 11 160 12 4 2 457 16 2 16 4 16
split_gain=2559.17 810.034 431.435 328.296 121.209 109.976 90.4147 76.9915 65.9901 62.553 61.3227 42.9527 42.3446 39.8404 45.2921 107.982 63.879 36.6122 31.6649 10.822 3.86604
threshold=0.31392000000000003 0.10836000000000003 0.085465000000000013 1.0000000180025095e-35 0.12860500000000002 0.14132000000000003 0.15205000000000002 0.088005000000000014 1.0000000180025095e-35 0.041960000000000004 0.076235000000000011 -0.077584999999999987 -1.0000000180025095e-35 -0.50393499999999991 0.089025000000000007 0.081330000000000013 0.014185000000000001 0.11741500000000001 -0.42170999999999997 0.036605000000000006 0.092980000000000021
decision_type=2 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 8 19 17 10 -5 12 -10 11 -2 -1 -14 16 -16 -15 -3 -13 20 -4
right_child=6 2 4 7 -6 -7 -8 -9 9 -11 -12 18 13 14 15 -17 -18 -19 -20 -21 -22
leaf_value=0.01014058704902699 0.0061879298011621843 0.0058512316221460865 0.012175325564969379 0.0061354043820387215 0.0078003584026008011 0.0031363248444514695 0.001968974636477403 0.0098872162314162949 0.014818790553483794 0.011796425783340433 0.0073352360509247871 0.0047712920183400473 0.013858987145669185 0.012328834080594707 0.011685712915276239 0.00844831887922874 0.01087755764883569 0.0082470649513600343 0.0026880765388016133 0.010576455003743119 0.011345543422727832
leaf_weight=67 64 69 57 54 65 53 52 54 76 61 52 101 52 1079 554 56 174 58 56 58 57
leaf_count=67 64 69 57 54 65 53 52 54 76 61 52 101 52 1079 554 56 174 58 56 58 57
internal_value=0 0.011257 0.00841626 0.0117889 0.0103849 0.0058241 0.00465346 0.00801153 0.0119814 0.0134732 0.0051647 0.00465388 0.0118783 0.011939 0.0118854 0.0113885 0.0121273 0.00694558 0.00402839 0.0113615 0.0117606
internal_weight=0 2644 417 2227 237 180 325 108 2119 137 273 221 1982 1915 1863 610 1253 127 157 172 114
internal_count=2969 2644 417 2227 237 180 325 108 2119 137 273 221 1982 1915 1863 610 1253 127 157 172 114
is_linear=0
shrinkage=0.00222067


Tree=460
num_leaves=31
num_cat=0
split_feature=1 1 16 47 14 2 2 1 151 2 49 16 2 16 2 16 49 51 2 16 1212 1 160 160 2 1455 160 160 43 49
split_gain=2688.18 519.857 195.176 172.842 117.921 115.997 97.8615 70.8336 94.337 68.9293 55.7982 33.135 30.9643 30.7146 25.8629 14.6869 13.4452 17.57 14.2548 12.785 12.8263 11.4435 9.97265 11.1487 6.59226 6.28595 6.08846 4.60974 4.04684 3.76798
threshold=0.10398500000000001 0.12313000000000002 0.12992000000000004 0.085585000000000008 0.064610000000000015 1.0000000180025095e-35 0.099845000000000003 0.085720000000000005 -0.00016499999999999997 0.13554000000000002 -0.046739999999999997 -0.12080999999999999 0.12860500000000002 -0.33811499999999994 0.088185000000000013 -0.092969999999999983 0.098965000000000011 -1.0000000180025095e-35 0.10457000000000001 -0.10227499999999999 0.089590000000000017 0.090650000000000022 0.041025000000000006 0.096440000000000012 0.092320000000000013 0.072495000000000018 -0.092669999999999988 -0.07163499999999999 -0.012264999999999998 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 2 2 2 2 2 2 2 2 2
left_child=4 2 5 9 6 -2 7 14 -9 -3 -8 -11 16 -7 19 -10 17 -12 -19 -1 25 28 24 -24 29 -21 -26 -23 -17 -16
right_child=1 3 -4 -5 -6 13 10 8 15 11 12 -13 -14 -15 22 21 -18 18 -20 20 -22 27 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.011241322961823567 0.0068212100704660977 0.0020292478497088273 0.0087101227392773258 0.0047581145907474795 0.012058357278015859 0.0046778555045241133 0.0059487431215867618 0.0066747557560577408 0.0080978312443056658 0.00065222814667581421 0.010192103262316232 -0.0018244782031170933 0.0068778794430789788 0.0026651704115762736 0.0097091266018475304 0.0094762348823064068 0.0080544495312790468 0.0078002635171407 0.0092603574605489326 0.010248143348073053 0.0089449047901003081 0.0084915260015217802 0.01091325079838101 0.0094419938148312208 0.0096289382052330494 0.0094081319883362845 0.0086963356767663143 0.0093017867316139164 0.010254273497624635 0.008986628790351326
leaf_weight=57 101 97 98 73 91 81 52 97 52 58 67 65 52 92 200 66 86 59 108 512 54 56 52 68 57 57 137 147 94 53
leaf_count=57 101 97 98 73 91 81 52 97 52 58 67 65 52 92 200 66 86 59 108 512 54 56 52 68 57 57 137 147 94 53
internal_value=0 0.00395516 0.0058245 0.00158172 0.0094004 0.00479232 0.00928959 0.00953732 0.0087908 0.000527615 0.00826179 -0.000656394 0.00858505 0.00360767 0.00984381 0.00928533 0.00886239 0.00915921 0.00874467 0.0101576 0.0100584 0.00945537 0.00946744 0.0100798 0.009303 0.010164 0.00897048 0.00907839 0.00993349 0.00955787
internal_weight=0 665 372 293 2274 274 2183 1759 512 220 424 123 372 173 1247 415 320 234 167 680 623 363 567 120 447 569 194 203 160 253
internal_count=2939 665 372 293 2274 274 2183 1759 512 220 424 123 372 173 1247 415 320 234 167 680 623 363 567 120 447 569 194 203 160 253
is_linear=0
shrinkage=0.00238225


Tree=461
num_leaves=16
num_cat=0
split_feature=3 13 10 9 2 484 1 49 3 3 12 13 155 2 12
split_gain=69.7903 60.2002 41.3726 25.184 18.5069 21.3877 23.0674 22.1766 18.8262 23.0917 17.3673 16.5195 9.51 13.3636 26.7024
threshold=0.31351000000000001 -0.48634999999999995 -0.11133 -1.0000000180025095e-35 0.099845000000000003 0.092555000000000012 0.10638500000000002 -0.047179999999999993 -0.14719499999999996 0.085880000000000012 0.095230000000000023 -0.14847499999999997 0.083500000000000005 -0.087809999999999985 -0.014854999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 11 6 7 -6 -8 -10 -9 -5 13 -13 -15
right_child=1 -3 3 4 5 -7 8 10 9 -11 -12 12 -14 14 -16
leaf_value=-0.002103144532389837 0.0030268587048640134 -0.0068490149250486909 1.3648495450782396e-05 0.0077032878129247315 -8.1310574693380015e-06 0.0066162787515535431 0.0042936119835389804 0.005886013229446054 -0.0027654888285008261 0.0022879607415015376 0.0029452792646514785 0.00088587997867026072 0.0062672775927541616 0.0085888082813651619 0.0040817145716292016
leaf_weight=52 59 52 72 64 64 70 56 163 80 82 201 55 99 61 1709
leaf_count=52 59 52 72 64 64 70 56 163 80 82 201 55 99 61 1709
internal_value=0 -0.00159903 0.00381002 0.00392081 0.00402482 0.00310195 0.00272103 0.0036236 0.000948697 -0.000207129 0.00426234 0.00435717 0.00424582 0.00413613 0.00423708
internal_weight=0 111 2828 2776 2704 716 646 428 218 162 364 1988 1924 1825 1770
internal_count=2939 111 2828 2776 2704 716 646 428 218 162 364 1988 1924 1825 1770
is_linear=0
shrinkage=0.00669208


Tree=462
num_leaves=20
num_cat=0
split_feature=3 4 4 51 158 51 160 16 151 15 159 4 0 3 0 14 16 2 0
split_gain=50.4633 20.7505 25.8146 19.2925 16.0849 13.4946 20.1971 15.3166 24.2229 15.4042 12.7971 11.0366 26.0563 13.0061 23.6129 35.4308 17.2125 12.2432 9.96956
threshold=0.3148450000000001 0.028075000000000006 0.055765000000000002 -0.22681499999999996 0.084965000000000027 -0.40775499999999992 -0.0071899999999999993 -0.42170999999999997 -0.030624999999999996 -0.12776499999999999 0.10490000000000001 -0.4950449999999999 1.0000000180025095e-35 0.10265000000000001 -0.13165999999999997 0.073890000000000011 0.014185000000000001 0.10019000000000002 -0.09633499999999999
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 -4 18 8 -8 -9 -6 17 13 14 15 -13 -16 -5 -7
right_child=-2 2 4 11 10 6 7 9 -10 -11 -12 12 -14 -15 16 -17 -18 -19 -20
leaf_value=0.0062589521857553728 -0.0015414642535389327 -0.0012269502570663939 0.0046877977655672524 0.0064260967398428442 0.0062628137599936937 0.0056721438939315062 -0.00096782562960055459 -0.0029272619947049157 0.0038070594692173393 0.0010202376456069618 0.0023385026469383875 -0.0013037644792061934 -0.0002145602981375738 0.006011005738290465 0.003483010870552992 0.0048015963070515543 0.0017303859027806953 0.0027345348421637669 0.0019418066080450986
leaf_weight=72 99 83 56 73 63 53 63 64 104 85 60 104 92 55 1403 53 243 61 53
leaf_count=72 99 83 56 73 63 53 63 64 104 85 60 104 92 55 1403 53 243 61 53
internal_value=0 0.00287233 0.00194973 0.00316499 0.00238855 0.00188394 0.00151171 0.000741366 0.00200537 -0.000674897 0.00434904 0.00305807 0.00294204 0.00309837 0.00300949 0.000756868 0.00322431 0.00474609 0.00380759
internal_weight=0 2840 684 2156 601 478 422 316 167 149 123 2084 1950 1858 1803 157 1646 134 106
internal_count=2939 2840 684 2156 601 478 422 316 167 149 123 2084 1950 1858 1803 157 1646 134 106
is_linear=0
shrinkage=0.00607774


Tree=463
num_leaves=30
num_cat=0
split_feature=1 1 12 2 47 1 2 12 2 49 155 2 3 3 3 2 3 3 42 12 15 16 160 47 2 16 0 16 42
split_gain=3634.79 669.527 426.744 202.866 164.988 129.934 100.843 92.2221 82.0775 69.4652 64.0161 55.8177 55.1888 61.6044 48.9105 37.1191 18.0151 16.7453 13.7451 13.6074 12.3391 9.76674 10.8245 8.93661 10.0902 8.1005 7.67791 5.76714 4.50703
threshold=0.10404000000000001 0.12313000000000002 0.087255000000000013 0.099845000000000003 0.085585000000000008 0.089625000000000024 0.14870000000000003 0.085845000000000019 0.13084500000000002 -0.021474999999999998 0.091145000000000018 -0.0050599999999999994 -0.0048549999999999991 0.11745500000000002 -0.14326499999999995 0.087665000000000007 -0.082354999999999984 -0.080349999999999991 -1.0000000180025095e-35 0.089765000000000025 -0.021954999999999999 -0.11082499999999999 0.031805000000000007 0.077735000000000012 0.096540000000000015 -0.076909999999999992 -0.071299999999999988 0.073820000000000011 0.092600000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 5 6 14 11 -7 9 -5 16 -3 -2 -14 -1 19 -4 18 -11 21 -9 -16 -23 24 27 -19 -27 -17 -22
right_child=1 4 10 8 -6 7 -8 20 -10 17 -12 -13 13 -15 15 23 -18 25 -20 -21 28 22 -24 -25 -26 26 -28 -29 -30
leaf_value=0.029230699393568007 0.019289628905139293 0.016569831650632538 0.023635924426224978 0.023426058835996071 0.021151189154238404 0.023903287833679326 0.015146193194997366 0.025856985496417368 0.022806646215038869 0.02602071228226057 0.027729266357879576 0.019591600764802694 0.023434626949694618 0.02004454093700633 0.028861876376110842 0.026980432460696264 0.02553716167299383 0.026575232110506102 0.027594311378427688 0.026839392633723355 0.027371894409348851 0.027909538571923222 0.026894338895336774 0.027941078320937864 0.026227961623042768 0.024834447600187888 0.025965058400146415 0.027748554025932529 0.026633878850928883
leaf_weight=86 92 55 52 54 73 87 84 76 54 52 53 81 56 59 52 450 56 59 72 75 86 561 64 54 91 53 88 62 102
leaf_count=86 92 55 52 54 73 87 84 76 54 52 53 81 56 59 52 450 56 59 72 75 86 561 64 54 91 53 88 62 102
internal_value=0 0.0207462 0.0228221 0.0269028 0.0181387 0.0272367 0.017139 0.0259699 0.0254761 0.0258574 0.025645 0.0183697 0.0206264 0.0216956 0.0275341 0.0274305 0.024622 0.0262625 0.0269346 0.0277824 0.0266508 0.0278868 0.0278056 0.0270278 0.0269459 0.0258457 0.0255403 0.0270735 0.0269716
internal_weight=0 661 368 2278 293 1846 220 351 432 378 161 136 207 115 1495 1409 108 324 124 752 264 677 625 657 603 200 141 512 188
internal_count=2939 661 368 2278 293 1846 220 351 432 378 161 136 207 115 1495 1409 108 324 124 752 264 677 625 657 603 200 141 512 188
is_linear=0
shrinkage=0.00231137


Tree=464
num_leaves=15
num_cat=0
split_feature=4 2 12 13 4 4 4 0 1373 1375 0 401 2 2
split_gain=46.0868 20.0323 18.9916 28.5307 30.1006 34.1902 15.2293 32.7059 14.8448 18.1374 17.03 11.5468 11.5284 3.69763
threshold=0.31392000000000003 0.14290000000000003 0.099170000000000022 -0.16140499999999997 0.51326500000000019 0.42642000000000008 -0.27577999999999997 -0.038724999999999989 1.0000000180025095e-35 -0.091584999999999986 -0.17127999999999996 0.081905000000000019 0.10019000000000002 0.10697500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 5 -5 12 8 9 -8 -11 -12 -1 -14
right_child=2 -3 -4 4 -6 -7 7 -9 -10 10 11 -13 13 -15
leaf_value=0.0068826654742740433 0.0053616614714056916 0.00089783027368061275 -0.0017576883544599411 -0.00025999191427393965 -0.0022858495792777156 0.0060209848461018805 0.00029146775176964491 -0.00091261006681643043 0.0065285219168753185 0.0064081652601795562 0.0035571604515583339 0.0049892518973510365 0.0029655257062529356 0.0050663381320972881
leaf_weight=98 68 84 57 67 69 57 53 53 70 87 1830 225 54 67
leaf_count=98 68 84 57 67 69 57 53 53 70 87 1830 225 54 67
internal_value=0 0.00376334 0.00135953 0.00204055 0.000870082 0.00262672 0.00385819 0.00371612 0.00382446 0.00373819 0.00382345 0.00371399 0.0053617 0.00412931
internal_weight=0 2621 318 261 193 124 2537 2318 2265 2195 2142 2055 219 121
internal_count=2939 2621 318 261 193 124 2537 2318 2265 2195 2142 2055 219 121
is_linear=0
shrinkage=0.00596212


Tree=465
num_leaves=10
num_cat=0
split_feature=31 39 1375 14 14 3 41 15 40
split_gain=36.4392 27.0255 27.3953 27.2267 24.9808 24.9196 19.2133 18.7577 13.9914
threshold=-0.019454999999999997 0.10096000000000001 -0.16449999999999998 0.073890000000000011 -0.13131999999999996 0.28833000000000003 0.077915000000000012 -0.094389999999999988 -0.061244999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 -3
right_child=1 8 3 -5 5 -7 -8 -9 -10
leaf_value=-0.0012105094127877756 -0.0011381599141935745 0.0026413659620544792 0.0062493026157240169 0.0066538142568342042 0.0020462804948863217 -0.00024516137507303473 0.00043614294724918733 0.003578421948568407 -0.0015999914447170818
leaf_weight=74 52 53 101 92 356 80 89 2000 66
leaf_count=74 52 53 101 92 356 80 89 2000 66
internal_value=0 0.00315791 0.00328116 0.00336573 0.00325051 0.00313053 0.00324101 0.00334694 0.000288465
internal_weight=0 2889 2770 2718 2626 2525 2445 2356 119
internal_count=2963 2889 2770 2718 2626 2525 2445 2356 119
is_linear=0
shrinkage=0.0061479


Tree=466
num_leaves=14
num_cat=0
split_feature=31 40 1375 14 13 47 1 3 14 15 1446 3 12
split_gain=25.2081 17.1763 15.5101 19.284 15.1352 32.0044 40.7295 31.9144 14.0617 12.7261 20.4628 10.7408 9.96438
threshold=-0.019454999999999997 0.0045850000000000005 -0.22442999999999999 0.073890000000000011 -0.089024999999999979 0.077735000000000012 0.082295000000000021 -0.079954999999999984 -0.13131999999999996 -0.094389999999999988 0.10392000000000001 -0.031895 0.086365000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 12 -8 -6 11 -11 -10 -4
right_child=1 -3 3 -5 8 -7 7 -9 9 10 -12 -13 -14
leaf_value=-0.0010053372922286621 -0.00062120822867231247 -0.00029605938324509657 0.0043538270800217672 0.0055260438032974472 0.005396948353111085 0.0058069184410299637 -0.0051213541331148792 0.00053974108417113159 0.0025370317251098961 0.0030801155101851784 -0.00078933135027222886 0.00020698279444839859 0.0015529158142501207
leaf_weight=74 52 74 92 92 80 59 54 123 192 1796 53 122 100
leaf_count=74 52 74 92 92 80 59 54 123 192 1796 53 122 100
internal_value=0 0.00262267 0.00269942 0.00276194 0.00266671 0.00160845 0.000936976 -0.001187 0.00286861 0.00277507 0.00296917 0.00163193 0.00289536
internal_weight=0 2889 2815 2763 2671 428 369 177 2243 2163 1849 314 192
internal_count=2963 2889 2815 2763 2671 428 369 177 2243 2163 1849 314 192
is_linear=0
shrinkage=0.00613901


Tree=467
num_leaves=33
num_cat=0
split_feature=1 2 12 0 16 42 4 16 16 1 151 16 0 0 3 3 4 2 12 51 4 16 131 12 13 12 2 16 0 4 16 16
split_gain=19.254 22.3956 44.0971 49.4667 37.9077 41.5175 32.0915 18.6461 19.4642 23.4692 17.2414 15.0906 14.8228 13.6985 13.4236 12.5779 12.7405 9.48431 9.00454 6.88911 6.34145 6.23265 12.8984 4.89239 4.84058 4.31972 6.92517 4.95171 4.25006 4.22835 4.0461 2.59224
threshold=0.077375000000000013 1.0000000180025095e-35 -0.10063999999999999 0.044695000000000006 -0.0088649999999999996 0.0069650000000000016 -0.022529999999999998 -0.072034999999999988 -0.33811499999999994 0.11319000000000001 -0.081844999999999987 0.55657000000000012 -0.00077999999999999999 -0.11327499999999999 -0.11266 -0.097574999999999981 0.24099500000000004 0.11183000000000003 0.088485000000000022 -0.014829999999999998 0.0047050000000000008 -0.0048749999999999991 0.087580000000000005 0.084175000000000014 -0.074564999999999979 0.11755500000000001 0.11657500000000001 0.19384500000000002 -0.071879999999999986 -0.087669999999999984 -0.083614999999999981 -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 2 2 2 2 2 2 2
left_child=10 12 -3 4 7 6 -6 8 9 -4 23 -5 15 -12 -15 -2 21 -10 19 -16 29 28 -23 -1 -24 26 27 -20 30 -21 -17 -25
right_child=1 2 3 11 5 -7 -8 -9 17 -11 13 -13 -14 14 18 16 -18 -19 25 20 -22 22 24 31 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.0051054508545919156 0.0050827408326564651 0.0056772242143540647 0.0034504610674405377 0.0057041494550128221 0.0021686259071228352 -0.0065425490243640905 -0.0034448620192661663 0.0033546932298484174 -0.0029129984608399699 -0.00062603898867794115 0.0044032992102554964 0.001601614046726027 -0.00022586678689079368 -0.0006850774271448003 0.0041257668098270755 0.0032772593865115218 -0.00021797888925174683 0.00021014841871518883 0.0018252270992400947 0.0040902393136866052 0.00058369328288343666 0.0054312377490544758 0.001017258965605583 0.002310913853470889 0.0033324549455485235 0.00020603689670607259 0.0036679809494414161 0.00024348871696004177 0.00057141738528749598 0.0023993734157926865 0.0018560849636655346 0.0040182433322490749
leaf_weight=72 52 53 84 59 63 54 65 68 72 94 79 54 73 56 83 93 61 53 460 53 55 61 54 52 60 58 57 72 52 384 196 61
leaf_count=72 52 53 84 59 63 54 65 68 72 94 79 54 73 56 83 93 61 53 460 53 55 61 54 52 60 58 57 72 52 384 196 61
internal_value=0 0.00145198 0.00075656 0.000364886 -0.00032553 -0.00242083 -0.000681506 0.000702189 0.00010671 0.00129737 0.00235656 0.00374418 0.00216415 0.00213763 0.00199753 0.00244162 0.0022035 -0.00158831 0.00212051 0.00263107 0.00237879 0.00248988 0.00335031 0.00396212 0.00223631 0.00166668 0.00181041 0.00161127 0.00204813 0.00260458 0.00231363 0.0032331
internal_weight=0 1421 719 666 553 182 128 371 303 178 1542 113 702 1357 1278 629 577 125 1222 575 492 516 175 185 114 647 589 532 341 437 289 113
internal_count=2963 1421 719 666 553 182 128 371 303 178 1542 113 702 1357 1278 629 577 125 1222 575 492 516 175 185 114 647 589 532 341 437 289 113
is_linear=0
shrinkage=0.00560502


Tree=468
num_leaves=11
num_cat=0
split_feature=3 12 40 1420 14 147 9 3 133 157
split_gain=15.1309 17.8745 15.759 12.1207 11.5828 14.3062 17.9195 14.343 28.1498 13.0859
threshold=0.28833000000000003 -0.038859999999999992 0.0045850000000000005 -0.080629999999999993 -0.13131999999999996 0.090425000000000019 1.0000000180025095e-35 -0.097574999999999981 -0.0043399999999999992 -0.15556499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 8 -6 -9
right_child=1 -3 -4 4 5 -7 -8 9 -10 -11
leaf_value=0.0043323669526429314 0.0018188768527590497 -0.0023938045446379288 -0.0010067838378373562 0.0037661660273425944 -0.0025658762161657285 -0.00062133113875332841 0.0045495441617797588 -0.00078536536921384569 0.0013991634692142535 0.001884259799279596
leaf_weight=57 64 64 67 84 72 86 69 60 271 2069
leaf_count=57 64 64 67 84 72 86 69 60 271 2069
internal_value=0 -0.000286994 0.00169389 0.00175928 0.00170516 0.00163923 0.00171577 0.00163664 0.000566676 0.001809
internal_weight=0 128 2835 2768 2711 2627 2541 2472 343 2129
internal_count=2963 128 2835 2768 2711 2627 2541 2472 343 2129
is_linear=0
shrinkage=0.00563677


Tree=469
num_leaves=12
num_cat=0
split_feature=97 12 2 48 147 148 40 12 0 12 2
split_gain=17.9484 13.811 21.0426 14.6089 17.9595 41.0588 9.38881 26.7161 22.4196 20.7505 10.9394
threshold=-0.0047149999999999996 -0.22686499999999998 0.15305000000000002 -0.088899999999999993 1.0000000180025095e-35 -0.082164999999999988 -0.062739999999999976 -1.0000000180025095e-35 0.12469500000000001 -0.086254999999999984 0.10216000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 9 10 -9 -5 -8
right_child=1 2 -4 4 5 -7 7 8 -10 -11 -12
leaf_value=-0.0016314910706432331 0.0047518723461209191 0.0047602589343897156 -0.0014826876029943067 0.0010064484538247782 0.0028870240133268958 -0.0049806002240138985 0.00046300094909889261 0.0015861015670348675 0.0056517613347535234 0.0053345960405646684 -0.003616499695274041
leaf_weight=71 53 57 90 93 53 52 52 2252 55 83 52
leaf_count=71 53 57 90 93 53 52 52 2252 55 83 52
internal_value=0 0.00156956 0.00151013 0.00160813 0.00154137 -0.00100868 0.00164489 0.00154244 0.00168306 0.00304795 -0.0015761
internal_weight=0 2892 2839 2749 2692 105 2587 2411 2307 176 104
internal_count=2963 2892 2839 2749 2692 105 2587 2411 2307 176 104
is_linear=0
shrinkage=0.00629077


Tree=470
num_leaves=23
num_cat=0
split_feature=1 1 12 151 4 14 4 15 15 12 16 158 12 1 151 4 43 16 1 12 16 4
split_gain=1189.51 261.9 228.314 96.3568 77.8776 55.3474 50.083 48.6725 47.2234 33.1437 26.0587 22.9744 22.1455 30.5494 39.1478 23.8084 19.7424 22.403 12.6069 11.428 8.58381 2.39162
threshold=0.10575500000000002 0.13612500000000002 0.085075000000000026 0.053170000000000002 0.043640000000000005 0.073890000000000011 0.24099500000000004 -0.047249999999999993 -0.41725999999999991 -0.020034999999999994 0.033280000000000011 0.019155000000000002 0.089765000000000025 0.085720000000000005 -1.0000000180025095e-35 -0.14994999999999997 -0.081189999999999984 -0.15105999999999997 1.0000000180025095e-35 0.098265000000000005 0.054560000000000004 0.10583000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 5 9 19 11 -3 -1 16 21 13 18 -15 -14 -2 -18 -11 -4 -17 -6
right_child=1 8 6 -5 7 -7 -8 -9 -10 12 -12 -13 15 14 -16 20 17 -19 -20 -21 -22 -23
leaf_value=0.0071872066488652443 0.0026179848829899904 0.0035593219787899018 0.0096664542465184251 0.0060132899424845815 0.0075852317851462783 0.010653469317119106 0.0060773571608661757 0.0055798061618272596 0.0010238851713514749 0.0090937728255863857 0.0057539814983297889 0.0089518806244564802 0.0071034686376254316 0.0066345208926299236 0.0088528823117081951 0.0086821083606054578 0.0051202900582473301 0.0033166173292764607 0.010177165112617063 0.0080827902590931162 0.007983430548211462 0.0069257058813420964
leaf_weight=87 52 78 55 91 92 85 57 67 97 695 58 83 74 68 151 565 93 72 70 53 128 52
leaf_count=87 52 78 55 91 92 85 57 67 97 695 58 83 74 68 151 565 93 72 70 53 128 52
internal_value=0 0.00466415 0.0056624 0.00846042 0.00856085 0.00873868 0.00791821 0.00739765 0.00215411 0.00865011 0.00430883 0.00793408 0.00872278 0.00896401 0.00816419 0.00841327 0.00392244 0.00433339 0.00919294 0.00888953 0.0085531 0.00734725
internal_weight=0 615 440 2308 2217 1923 165 294 175 1838 275 227 1751 984 219 767 217 165 765 108 693 144
internal_count=2923 615 440 2308 2217 1923 165 294 175 1838 275 227 1751 984 219 767 217 165 765 108 693 144
is_linear=0
shrinkage=0.0024255


Tree=471
num_leaves=20
num_cat=0
split_feature=3 34 1455 4 147 15 48 11 4 16 16 12 15 4 15 151 16 4 3
split_gain=20.3723 18.6875 15.968 13.7542 22.5355 13.2576 22.266 15.6274 19.4513 13.253 14.2259 26.1683 15.4279 12.3465 7.00392 6.88002 6.7752 8.03456 4.92147
threshold=0.31966500000000003 -0.082914999999999989 0.10548500000000001 0.00023500000000000005 0.089090000000000016 -0.081149999999999986 0.093225000000000016 0.085990000000000011 -0.17568999999999999 -0.42607499999999993 0.053305000000000012 0.088395000000000015 -0.41343999999999997 -0.016894999999999997 -0.094839999999999994 -0.0052199999999999989 -0.50472499999999987 0.27120500000000008 -0.077754999999999977
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 9 13 7 8 -7 16 12 -12 -11 -3 15 -15 17 -5 -16
right_child=-2 2 -4 4 -6 6 -8 -9 -10 10 11 -13 -14 14 18 -17 -18 -19 -20
leaf_value=0.0038281449546389047 -0.0013327265091367415 0.0041039969536667284 0.003987009373202558 0.0027255110736139477 -0.0026935330776330711 0.0034697826892634127 -0.0017660150197913165 -0.001081176017031706 0.0013226046633382324 -0.0025148525910721766 0.00481173086194753 0.00025944447748512523 0.00037213776720757837 -0.00047430696251114205 0.0017781523878500681 0.0021416185688933266 0.0032067888443176162 3.6865786513820415e-05 0.0038958717128427791
leaf_weight=82 80 89 59 56 52 128 64 67 1301 60 53 102 345 55 73 56 81 68 52
leaf_count=82 80 89 59 56 52 128 64 67 1301 60 53 102 345 55 73 56 81 68 52
internal_value=0 0.0013557 0.00128225 0.00122317 0.000653576 0.00147002 0.0012688 0.00139866 0.00151497 0.000881165 0.000462567 0.00181639 -5.5426e-05 0.0024357 0.00180632 0.000844934 0.00202438 0.00125155 0.00265957
internal_weight=0 2843 2761 2702 817 1885 1560 1496 1429 765 560 155 405 325 236 111 205 124 125
internal_count=2923 2843 2761 2702 817 1885 1560 1496 1429 765 560 155 405 325 236 111 205 124 125
is_linear=0
shrinkage=0.00525476


Tree=472
num_leaves=15
num_cat=0
split_feature=1452 1348 13 13 3 3 156 3 48 130 12 48 3 1
split_gain=18.4174 15.4692 15.6512 22.5947 21.9454 42.7539 21.7168 25.7521 11.7665 10.8593 10.7748 9.75767 9.31506 4.21445
threshold=0.087675000000000017 0.084490000000000023 0.022635000000000006 0.065520000000000009 -0.14539499999999997 -0.10175499999999998 0.0010500000000000004 -0.047774999999999991 0.10145000000000001 -0.054924999999999995 -0.10468499999999999 -0.071404999999999982 -0.0075749999999999993 0.077690000000000023
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 9 10 -5 -7 -12 -10 -11
right_child=-2 -3 3 6 5 8 -8 -9 12 13 11 -13 -14 -15
leaf_value=0.0046574954243169646 0.0041649887846148398 -0.0019235194387527852 -0.0028329626145515239 0.0036798791476097786 -0.0044736493943726263 0.0040959909444609763 0.0041189356885610751 -0.0039769568526221355 0.0013596155050338947 -0.00051522036414954823 0.0041813484059654302 0.0014978285262909094 -0.0016470085323224146 0.0015489147864889271
leaf_weight=92 95 65 86 52 52 76 72 54 92 110 60 1863 85 69
leaf_count=92 95 65 86 52 52 76 72 54 92 110 60 1863 85 69
internal_value=0 0.0012335 0.0013078 0.000179814 0.00152315 0.0013937 0.000905777 9.37861e-05 0.00153394 0.00104569 0.00167722 0.00158159 -8.38486e-05 0.000280061
internal_weight=0 2828 2763 443 2320 2228 357 285 2176 231 1999 1923 177 179
internal_count=2923 2828 2763 443 2320 2228 357 285 2176 231 1999 1923 177 179
is_linear=0
shrinkage=0.00654801


Tree=473
num_leaves=20
num_cat=0
split_feature=2 123 2 14 0 13 2 0 40 2 0 133 2 0 43 0 16 49 16
split_gain=1645.28 536.881 409.591 189.598 350.853 161.54 143.407 172.033 78.6028 58.4924 56.6761 48.9912 35.4531 27.3785 41.7995 23.8867 17.3624 15.3219 13.8917
threshold=0.11366500000000002 1.0000000180025095e-35 0.16730000000000003 0.073890000000000011 -0.12851999999999997 -0.14847499999999997 -1.0000000180025095e-35 -0.067969999999999989 -0.0099849999999999991 -0.0050599999999999994 -0.14920999999999998 0.0029250000000000005 0.092155000000000015 -0.079249999999999987 -0.12118 -0.038724999999999989 -0.092694999999999986 0.099620000000000014 -0.18817999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 10 -2 7 -6 -7 -3 12 16 -1 17 -15 -16 -10 18 -8
right_child=2 9 -4 -5 6 8 13 -9 11 -11 -12 -13 -14 14 15 -17 -18 -19 -20
leaf_value=0.0092508639045139392 0.0039130653672622764 0.0046278703705271923 0.0010146426495646014 0.013125727155474141 0.010399163406722018 0.0048826333548349183 0.0096762509833351606 0.0050514236430500171 0.0060363218477246681 0.0072560476560477247 0.0054835518354197912 0.0090304242440494304 0.0067674017460454825 0.0085040535211086035 0.0099624386283605326 0.010927764763483868 0.0075291669007510626 0.0097184252850852481 0.010688348863556617
leaf_weight=53 92 73 78 92 58 56 66 52 56 82 65 82 52 73 447 159 98 91 1098
leaf_count=53 92 73 78 92 58 56 66 52 56 82 65 82 52 73 447 159 98 91 1098
internal_value=0 0.00986407 0.00547418 0.0101226 0.00999775 0.00637997 0.0102428 0.00787135 0.00715713 0.00601841 0.00705104 0.00769675 0.00802118 0.0103777 0.0100318 0.0102158 0.00698646 0.0105648 0.010631
internal_weight=0 2461 462 2306 2214 384 2044 110 292 155 170 236 105 1934 679 606 154 1255 1164
internal_count=2923 2461 462 2306 2214 384 2044 110 292 155 170 236 105 1934 679 606 154 1255 1164
is_linear=0
shrinkage=0.00213444


Tree=474
num_leaves=18
num_cat=0
split_feature=0 16 49 16 11 48 48 0 1 11 12 9 13 0 48 156 0
split_gain=14.6139 19.8931 19.8886 23.4763 48.6624 49.1674 14.2271 29.5906 18.2537 14.9797 16.6899 11.1245 10.7447 10.2578 8.77277 7.84556 3.59262
threshold=-0.13619499999999998 0.63086500000000012 -0.054684999999999991 -0.33811499999999994 1.0000000180025095e-35 0.078735000000000013 0.093225000000000016 -0.05226999999999999 0.14533000000000004 0.088055000000000008 -0.089399999999999993 0.037245000000000007 -0.063549999999999982 -0.18240499999999996 0.11362000000000001 0.088735000000000022 -0.089704999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 13 12 5 -5 8 14 9 10 -2 15 -4 -1 16 -12 -8
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=0.0043752707769875374 0.0042574384378237917 -0.0017355471149331418 -0.00023353155848242232 -0.0076679108233596123 0.0030138475072827996 -0.00019398771078508873 0.0015619293752117131 -0.0034401931143212068 0.0052505310858880008 -0.0014452739052373078 0.0017249888921321544 0.0041416480919929171 0.0035415902839236535 0.00071809540929098758 0.0035290247109034611 0.00048594805973959011 -0.00055730782529463715
leaf_weight=53 93 63 52 61 52 64 61 58 53 52 1780 63 55 56 52 202 53
leaf_count=53 93 63 52 61 52 64 61 58 53 52 1780 63 55 56 52 202 53
internal_value=0 0.00156883 0.000334119 -0.000495753 -0.00182733 -0.00384177 0.00165324 0.000221674 0.00179618 0.00171255 0.00178938 0.00167711 0.00170636 0.00249694 0.0015015 0.00159874 0.000576112
internal_weight=0 2530 393 284 177 125 2467 224 2243 2190 2138 2045 107 109 166 1982 114
internal_count=2923 2530 393 284 177 125 2467 224 2243 2190 2138 2045 107 109 166 1982 114
is_linear=0
shrinkage=0.00595592


Tree=475
num_leaves=21
num_cat=0
split_feature=31 48 16 4 15 4 51 12 4 1 51 4 15 15 16 15 16 1212 1 16
split_gain=16.3457 22.3748 14.2558 28.4307 33.4104 18.5807 17.527 14.5515 25.0913 13.455 12.7386 11.2074 11.0926 10.6362 11.4037 15.733 18.9486 5.67573 5.36169 3.78422
threshold=-0.017869999999999997 -0.088899999999999993 -0.14463999999999996 0.028075000000000006 -0.052239999999999988 0.50541500000000006 0.082075000000000009 -1.0000000180025095e-35 -0.011369999999999998 0.10557500000000002 0.089040000000000022 -0.048844999999999993 0.039965000000000007 0.033605000000000003 -0.53870999999999991 -0.45371999999999996 -0.40430999999999989 0.090060000000000015 0.10275000000000002 0.26900000000000007
decision_type=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 18 13 8 -4 10 17 -11 -12 14 -3 -16 -17 -9 19 -5
right_child=1 2 3 4 -6 -7 -8 9 -10 11 12 -13 -14 -15 15 16 -18 -19 -20 -21
leaf_value=-0.0014788954385032153 0.004993929579897154 0.0046598779269510391 -0.0031631225842655378 -0.00038523383723991804 -0.0051979994836369716 -0.0026414176856992995 0.0055158015960385135 0.0015762826186613951 0.0019998949051910245 0.0050918581593362745 -0.0012382594845247248 0.0017656027131328195 0.0018472315292976356 -0.00031999510067349412 -0.0011856380039189202 0.0013200855271248704 0.0054500804599861164 0.00031772705861772343 0.002675992787005985 0.0017572020982680398
leaf_weight=84 61 61 73 80 53 66 54 1404 71 66 133 94 67 76 57 152 59 152 61 52
leaf_count=84 61 61 73 80 53 66 54 1404 71 66 133 94 67 76 57 152 59 152 61 52
internal_value=0 0.00128801 0.00120813 0.00101504 -0.000724475 0.000190702 0.00220584 0.00127854 -0.00061701 0.00142103 0.00126454 0.0031381 -0.00020429 0.00176434 0.00224603 0.00169637 0.00247523 0.00145338 0.00115954 0.000458256
internal_weight=0 2892 2831 2372 312 259 459 2060 144 1916 1756 160 200 405 329 268 211 1556 193 132
internal_count=2976 2892 2831 2372 312 259 459 2060 144 1916 1756 160 200 405 329 268 211 1556 193 132
is_linear=0
shrinkage=0.00618401


Tree=476
num_leaves=31
num_cat=0
split_feature=1 12 1 43 2 15 2 12 0 12 50 2 0 0 1 0 2 16 16 16 48 157 16 16 160 51 1 2 130 16
split_gain=1486.59 448.967 233.388 114.452 103.24 116.054 96.8027 72.5953 55.3046 38.0388 37.013 27.602 44.3029 41.9029 23.3974 23.0383 21.9019 20.4126 16.4533 15.2925 14.5653 12.8392 12.3539 12.3339 17.6741 11.6302 11.1901 6.91861 3.41269 1.7227
threshold=0.12419000000000001 0.056995000000000011 0.087055000000000007 -0.049364999999999992 0.14744000000000002 -0.13843999999999998 0.10433000000000002 0.098785000000000012 -0.14534499999999997 0.082425000000000012 0.11901000000000002 0.090020000000000017 -0.11471499999999998 -0.10462499999999998 0.091845000000000024 0.12321500000000001 0.10859000000000001 0.08215500000000002 -0.13895999999999997 0.0097750000000000007 0.085760000000000017 -0.068379999999999982 0.41476000000000007 0.014185000000000001 -0.00067499999999999993 -0.085594999999999991 0.13662500000000002 0.11523000000000001 0.087965000000000015 -0.073554999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 5 26 14 9 -1 -3 18 13 -13 -11 -5 21 20 -10 -9 28 -4 -14 -21 25 -25 -15 -2 -8 29 -20
right_child=4 7 3 6 -6 -7 27 10 17 11 -12 12 15 23 -16 -17 -18 -19 19 22 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.010601077116449694 0.0030728721052772959 0.010723750532797317 0.0055197456492787058 0.0069973994743750415 0.00097163742461153161 0.0059133980791133437 0.0057438550596122691 0.0069606644427127025 0.0070094054094017215 0.011026291692078515 0.0060984484713908268 0.0065073195775731327 0.009476466629828352 0.010110470183923139 0.0091065612610924142 0.010020144854853814 0.0028694343817205975 0.008893866561587702 0.0092504880022820229 0.0068703156467082522 0.0038489512197451012 0.0082999389740216201 0.0084048807842174462 0.0072961690689710727 0.0089657828319568301 0.0090171590063679065 0.0016152066473536942 0.0047003454134351983 0.0083247621350530897 0.0086928909270534167
leaf_weight=54 52 61 52 52 101 80 66 52 69 55 53 55 57 54 58 58 54 53 63 52 57 325 58 52 91 895 58 67 64 58
leaf_count=54 52 61 52 52 101 80 66 52 69 55 53 55 57 54 58 58 54 53 63 52 57 325 58 52 91 895 58 67 64 58
internal_value=0 0.00825852 0.00648648 0.0055359 0.0028342 0.00382417 0.00652731 0.00874892 0.00867915 0.00895428 0.00787453 0.00888853 0.00843795 0.00908296 0.00810972 0.00867922 0.00405776 0.00782826 0.00814573 0.00835454 0.00464625 0.00847556 0.00767967 0.00898506 0.00835882 0.0090794 0.00230451 0.00521836 0.00875569 0.00898341
internal_weight=0 2685 582 406 291 190 243 2103 176 1703 400 1642 495 1147 110 440 163 122 347 295 109 382 110 1092 143 949 110 133 185 121
internal_count=2976 2685 582 406 291 190 243 2103 176 1703 400 1642 495 1147 110 440 163 122 347 295 109 382 110 1092 143 949 110 133 185 121
is_linear=0
shrinkage=0.00227951


Tree=477
num_leaves=25
num_cat=0
split_feature=1 3 2 39 2 2 2 14 2 1 0 150 12 0 3 1 3 12 13 0 12 13 0 3
split_gain=2482.06 478.637 238.393 214.186 198.066 168.594 96.4282 95.2909 92.9909 81.6335 48.4522 61.3595 51.9482 51.1823 35.8733 30.4643 20.2288 20.1454 16.7195 35.4526 14.9885 13.6974 13.3237 7.80618
threshold=0.10500500000000001 -0.06656999999999999 0.14744000000000002 0.0047850000000000011 0.11426500000000002 -1.0000000180025095e-35 0.11183000000000003 0.064610000000000015 0.10605000000000002 0.088035000000000016 -0.10594499999999998 0.082085000000000019 0.091345000000000023 -0.14534499999999997 -0.062324999999999998 0.11561500000000001 -0.115685 -0.0089849999999999982 0.084770000000000026 -0.066934999999999981 0.103675 -0.064249999999999988 -0.064509999999999984 0.13772500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 6 15 -3 7 10 -7 -5 11 13 16 -1 21 -2 -12 -10 19 -14 -20 -8 -18 -19
right_child=1 2 -4 9 -6 8 14 -9 17 -11 12 -13 18 -15 -16 -17 22 23 20 -21 -22 -23 -24 -25
leaf_value=0.010109060361723337 0.0090990802322238554 0.0014626318131750397 0.00011117435252812906 0.0078150648133501165 0.0039138500859317417 0.0068674885471593427 0.0088421804658848479 0.01120451472012007 0.0031563052482176464 0.0045572175172363316 0.0081369149469446376 0.0061701112918346639 0.0086024070763915592 0.0074382585760387398 0.006050932045501607 0.0071304159936021426 0.0093544762229464812 0.0051139253940249907 0.0099430524294402012 0.0067939263081156914 0.0084990574692525665 0.0074667682800468177 0.010406810302402222 0.0039743580416874025
leaf_weight=63 78 99 100 69 70 64 58 88 81 66 58 58 403 63 54 62 1028 53 66 54 61 71 56 53
leaf_count=63 78 99 100 69 70 64 58 88 81 66 58 58 403 63 54 62 1028 53 66 54 61 71 56 53
internal_value=0 0.00417991 0.00296198 0.0087819 0.00678966 0.00377643 0.00894031 0.00907358 0.00468895 0.00622251 0.00897539 0.00795322 0.00908435 0.00877384 0.00748515 0.0082274 0.00934428 0.00394323 0.00857602 0.00838876 0.00924966 0.00808534 0.00940886 0.00454435
internal_weight=0 660 450 2316 210 350 2181 1998 251 135 1910 184 1726 126 183 140 1142 187 584 457 127 129 1084 106
internal_count=2976 660 450 2316 210 350 2181 1998 251 135 1910 184 1726 126 183 140 1142 187 584 457 127 129 1084 106
is_linear=0
shrinkage=0.00209342


Tree=478
num_leaves=10
num_cat=0
split_feature=44 2 16 9 34 2 482 1428 2
split_gain=40.7527 22.2617 35.6949 13.7819 15.3928 24.8053 9.93513 11.1641 10.7125
threshold=1.0000000180025095e-35 0.14744000000000002 -0.075274999999999995 0.093040000000000012 -0.082914999999999989 -1.0000000180025095e-35 0.11679000000000002 0.08179500000000002 0.08647500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 7 8 -7
right_child=-2 2 -4 -5 5 6 -8 -9 -10
leaf_value=0.0041227722772146508 0.0066282975132193377 0.0019149550496849489 -0.0040453214425959609 -0.0012954534416878322 -0.0015767232538343118 0.0020555441066529385 0.0041539118488803364 0.0037536087845937366 0.0012777922059252686
leaf_weight=82 52 73 60 52 78 949 53 80 1497
leaf_count=82 52 73 60 52 78 949 53 80 1497
internal_value=0 0.00151468 -0.000773432 0.00162374 0.00167918 0.00160374 0.00169996 0.00164845 0.00157957
internal_weight=0 2924 133 2791 2739 2657 2579 2526 2446
internal_count=2976 2924 133 2791 2739 2657 2579 2526 2446
is_linear=0
shrinkage=0.00572522


Tree=479
num_leaves=11
num_cat=0
split_feature=44 2 16 30 43 4 11 0 2 455
split_gain=28.1894 15.3991 25.4643 18.01 12.064 25.0916 13.2519 35.948 14.6518 11.1449
threshold=1.0000000180025095e-35 0.14744000000000002 -0.065894999999999981 0.086535000000000015 -0.50914999999999988 -0.5109999999999999 0.079700000000000007 -0.10147999999999999 -0.10238999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 8 -8 -7 -10
right_child=-2 2 -4 -5 5 6 7 -9 9 -11
leaf_value=-0.0014185346182937349 0.0062350649924955964 0.0015780857880673235 -0.0042088324743019892 -0.0017151338964087547 0.0059227178832491961 -0.0019370019728404012 0.0076819890884367668 0.0011472315220006208 0.0014630160344845083 0.0041819331848811517
leaf_weight=54 52 80 53 70 57 52 54 102 2337 65
leaf_count=54 52 80 53 70 57 52 54 102 2337 65
internal_value=0 0.00142483 -0.00072746 0.00152742 0.00161086 0.00167222 0.00157937 0.00340971 0.00146299 0.00153662
internal_weight=0 2924 133 2791 2721 2667 2610 156 2454 2402
internal_count=2976 2924 133 2791 2721 2667 2610 156 2454 2402
is_linear=0
shrinkage=0.00647528


Tree=480
num_leaves=21
num_cat=0
split_feature=2 2 2 2 0 0 0 124 2 14 0 2 475 0 47 2 130 42 0 43
split_gain=1360.73 525.384 278.76 197.526 174.797 114.46 102.052 131.042 63.4126 43.7003 34.3269 33.0777 30.5208 29.4304 23.8238 19.8898 15.4978 14.1706 15.6084 11.7097
threshold=0.12068000000000001 -1.0000000180025095e-35 0.099845000000000003 0.31115000000000004 -0.13619499999999998 -0.085264999999999994 -0.0058249999999999994 -1.0000000180025095e-35 0.14073000000000005 0.073890000000000011 -0.14920999999999998 0.11366500000000002 -0.067819999999999978 -0.22163999999999998 0.11224000000000002 0.090020000000000017 -0.054004999999999991 0.094435000000000005 -0.062394999999999999 0.0010300000000000003
decision_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 9 5 10 -2 7 -1 -7 13 -4 12 -6 -3 15 16 -15 18 -14 -17
right_child=3 2 4 -5 11 8 -8 -9 -10 -11 -12 -13 17 14 -16 19 -18 -19 -20 -21
leaf_value=0.0037888844806721507 0.0022184979706885515 0.0081894953403314485 0.0066766417837182419 -0.0010051868922357839 0.01118693725513146 0.0072365969535292483 0.0031549906402299076 0.0091133860458414533 0.0041062894360374127 0.012148570468391797 0.0041226944786805523 0.0076121555010047479 0.0099964109879504201 0.011487145400027739 0.0088433472665010362 0.010047794976825909 0.010352551580297652 0.0078186478930271641 0.0082572946274942771 0.0090514262364078928
leaf_weight=56 95 53 95 53 59 100 84 78 84 80 61 87 109 92 87 288 1176 52 55 118
leaf_count=56 95 53 95 53 59 100 84 78 84 80 61 87 109 92 87 288 1176 52 55 118
internal_value=0 0.0093975 0.00975427 0.00369307 0.00802809 0.00458567 0.00544999 0.00688843 0.0058077 0.0102264 0.00567816 0.00904069 0.00949252 0.0101416 0.0102003 0.0102708 0.0104349 0.00902957 0.00941334 0.00975828
internal_weight=0 2630 2412 332 518 279 218 134 184 1894 156 362 275 1814 1761 1674 1268 216 164 406
internal_count=2962 2630 2412 332 518 279 218 134 184 1894 156 362 275 1814 1761 1674 1268 216 164 406
is_linear=0
shrinkage=0.00265503


Tree=481
num_leaves=16
num_cat=0
split_feature=3 12 4 11 132 448 16 52 4 43 14 49 15 12 12
split_gain=33.5959 17.0189 16.2689 15.4557 13.472 11.96 11.2189 35.0981 30.8462 12.4652 10.6965 14.357 14.7291 9.48913 6.50179
threshold=0.3148450000000001 -0.10468499999999999 0.04105000000000001 0.090310000000000015 0.083010000000000014 -0.075979999999999978 0.20277000000000003 -0.41694999999999993 -0.39175499999999991 -0.15450999999999995 -0.22654999999999997 0.12518000000000004 -0.21242999999999998 0.098785000000000012 0.093455000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 10 -3 8 14 -7 -10 -4 12 -12 -14 -8
right_child=-2 2 4 -5 -6 6 7 -9 9 -11 11 -13 13 -15 -16
leaf_value=0.0044129294149790124 -0.0016765327609478747 0.0038210374171504316 0.0028578139079728465 0.0043206781026497616 -0.0015046355989768914 0.0054272904590569005 0.0029073043219184033 -0.0021319210275404679 0.0030449059059552094 0.0013734481149683638 -0.00093799757445023259 -0.0017230622602522863 0.0018518728054688228 -0.00043849240960609412 0.00071192325459271556
leaf_weight=52 96 61 69 56 69 56 86 91 131 1633 86 60 293 59 64
leaf_count=52 96 61 69 56 69 56 86 91 131 1633 86 60 293 59 64
internal_value=0 0.00145779 0.00140316 0.00161734 0.00066962 0.00154597 0.00147861 0.000421521 0.00161855 0.00149761 0.00093431 0.000667689 0.000995316 0.00146782 0.00197098
internal_weight=0 2866 2814 2178 636 2122 2061 241 1820 1764 567 498 438 352 150
internal_count=2962 2866 2814 2178 636 2122 2061 241 1820 1764 567 498 438 352 150
is_linear=0
shrinkage=0.00521216


Tree=482
num_leaves=31
num_cat=0
split_feature=1 3 2 2 2 2 2 14 150 2 2 12 2 12 1 2 3 2 12 1 16 15 156 12 12 12 2 15 16 2
split_gain=2502.47 509.399 237.524 221.894 211.855 122.177 116.16 88.2135 86.8866 75.4722 75.0733 59.6367 41.4505 40.9497 36.6307 59.7307 34.7351 19.1458 17.641 15.8306 13.2177 27.4925 11.4109 13.1188 7.68838 6.67789 6.46531 5.5243 4.79104 4.72974
threshold=0.10442000000000001 -0.049204999999999992 0.11426500000000002 0.093320000000000014 0.14073000000000005 0.13447000000000003 -1.0000000180025095e-35 0.076450000000000004 1.0000000180025095e-35 -0.0098549999999999974 0.10633000000000002 -1.0000000180025095e-35 0.17553000000000005 0.10488500000000002 0.077845000000000011 0.08622500000000001 -0.13827999999999999 0.11523000000000001 0.086315000000000017 0.10970000000000001 -0.0070549999999999996 -0.072289999999999979 0.086860000000000007 0.083815000000000014 0.090285000000000018 0.089275000000000007 0.084970000000000004 0.083185000000000023 -0.012119999999999997 0.091570000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 7 6 8 -3 9 11 -1 -8 -5 -6 19 18 25 -13 -12 22 -2 24 -22 23 -11 -18 28 -20 -27 -16 -28
right_child=1 4 -4 5 12 -7 10 -9 -10 14 17 16 -14 -15 15 -17 20 -19 26 -21 21 -23 -24 -25 -26 27 29 -29 -30 -31
leaf_value=0.022302878978423649 0.023062025994892463 0.01696609207830552 0.018814547496351967 0.021848642106658905 0.016669809741695005 0.020000655190420182 0.022112784008545702 0.026986938909475896 0.020934226013122833 0.026076000659539883 0.020109964336036724 0.025581384154123803 0.013970310769287494 0.021693627997314131 0.024564933634363895 0.022155966661714162 0.024906147449257138 0.018525764784685525 0.025355956289417701 0.024649479829920679 0.024731183288639592 0.022932111751037966 0.024457279267743642 0.025156472788669233 0.023940013089588694 0.023704173216428284 0.024668006098198671 0.024456963035845606 0.02536407071607789 0.024029491199009177
leaf_weight=66 52 99 82 70 57 52 52 77 58 104 57 59 52 53 114 60 52 103 59 73 55 158 73 273 182 66 398 182 56 68
leaf_count=66 52 99 82 70 57 52 52 77 58 104 57 59 52 53 114 60 52 103 59 73 55 158 73 273 182 66 398 182 56 68
internal_value=0 0.0194882 0.0218895 0.0242584 0.0180016 0.0232198 0.0189196 0.0247048 0.0234838 0.0245891 0.0198318 0.0237405 0.0153822 0.0233059 0.024693 0.0241964 0.0240021 0.0190903 0.0249364 0.0239893 0.0237936 0.0233968 0.0252557 0.0254102 0.0241548 0.0244892 0.0246627 0.0242567 0.0248283 0.0245749
internal_weight=0 680 260 2282 420 686 311 1596 634 1519 212 576 109 178 1453 478 506 160 975 125 447 213 450 377 234 418 525 248 170 466
internal_count=2962 680 260 2282 420 686 311 1596 634 1519 212 576 109 178 1453 478 506 160 975 125 447 213 450 377 234 418 525 248 170 466
is_linear=0
shrinkage=0.00218251


Tree=483
num_leaves=23
num_cat=0
split_feature=2 49 2 1 48 0 1 42 49 1 1 2 2 12 16 16 1429 1 1 13 1 42
split_gain=35.3534 14.9034 17.4678 13.9125 17.1613 9.83693 16.4945 14.2568 8.30618 11.1523 15.6704 22.6379 23.5864 13.6285 20.0921 15.3722 17.2107 8.97425 7.75985 7.47162 6.00241 4.93706
threshold=0.11504500000000002 0.14255500000000002 0.31115000000000004 0.13991000000000003 0.10971000000000002 -0.037444999999999992 0.09258000000000001 0.086700000000000013 -0.088164999999999979 0.089370000000000019 0.11189500000000001 -0.0098549999999999974 0.090485000000000024 0.086730000000000015 0.19384500000000002 0.026395000000000005 0.08401500000000002 1.0000000180025095e-35 0.087305000000000008 -0.0073899999999999999 0.12765500000000005 0.098395000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 8 6 -2 19 18 13 11 -11 -13 15 21 16 -10 -17 -1 -8 -12 -15
right_child=1 -3 -4 -5 -6 -7 7 -9 9 10 20 12 -14 14 -16 17 -18 -19 -20 -21 -22 -23
leaf_value=0.0024432215775430539 0.0028849049882318173 -0.0019497342869058097 -0.0017781374994811873 -0.00033356776762210011 0.0050999158012268427 0.0034472479217564668 -0.00015445468166317471 -0.002217352716315968 0.0030834255631180967 -0.001776216842806931 0.0040969666003257202 0.002662360837305634 0.00016484002461893143 0.0025914934824667188 -0.00024895003336259237 0.0034674185927837851 -0.00019237614027727411 0.006564513929925811 0.0051358928699508245 0.0025966272897982902 0.0018220630968660324 0.0013653102458013942
leaf_weight=65 99 53 53 53 72 67 61 54 540 62 98 296 180 667 94 56 52 55 62 56 53 114
leaf_count=65 99 53 53 53 72 67 61 54 540 62 98 296 180 667 94 56 52 55 62 56 53 114
internal_value=0 0.000756502 0.00112442 0.00242313 0.0024824 0.00158108 0.00111778 9.43637e-05 0.00240366 0.00232775 0.00175006 0.00131525 0.00171804 0.00257995 0.00212659 0.00314414 0.00279559 0.00500254 0.00375821 0.00116181 0.00329888 0.00241259
internal_weight=0 443 390 2519 2466 337 270 171 2394 2267 689 538 476 1578 875 703 592 111 127 117 151 781
internal_count=2962 443 390 2519 2466 337 270 171 2394 2267 689 538 476 1578 875 703 592 111 127 117 151 781
is_linear=0
shrinkage=0.00543995


Tree=484
num_leaves=25
num_cat=0
split_feature=1 1 12 12 1 12 147 12 0 1 0 51 1 0 0 12 43 16 0 12 1 16 0 0
split_gain=1582.17 364.827 308.312 97.6204 106.508 73.6287 53.5147 37.6145 31.1538 28.3221 24.903 24.84 22.4825 45.9203 35.2352 22.1425 20.9185 19.8089 18.4617 16.1756 15.5618 23.9269 15.527 5.68473
threshold=0.10404000000000001 0.13612500000000002 0.087255000000000013 -0.032329999999999991 0.09258000000000001 0.11878500000000002 0.088505000000000014 0.10713500000000002 -0.024974999999999997 0.11392000000000001 -0.076734999999999984 0.078960000000000016 0.083670000000000008 -0.13165999999999997 -0.14755499999999996 -0.032329999999999991 -1.0000000180025095e-35 -0.15105999999999997 -0.074504999999999988 0.087765000000000024 0.076160000000000019 0.070590000000000014 -0.045139999999999993 -0.083274999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 -1 6 10 16 15 17 12 20 14 -14 -5 -3 -4 -2 -11 -16 22 -22 -12 -15
right_child=1 8 7 5 -6 -7 -8 -9 -10 18 11 -13 13 23 19 -17 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.0081118466981151705 0.0059618982319077501 0.0036528233141141482 0.007408305910720202 0.01020447913084604 0.0045578744189560582 0.0063037555313200516 0.0064009276311419727 0.0060497265654132701 0.00094827893738703463 0.0032058298721017917 0.0081960479480395736 0.0067715260656718975 0.0069623689081361722 0.0088631865655286052 0.0088676056729985048 0.0019448515956266466 0.0089225185384663105 0.0044221096832967339 0.0045770984348869953 0.0083648352371333175 0.008042011596297893 0.009570390659101681 0.0070448765917481473 0.0083025370218240083
leaf_weight=81 54 62 90 63 59 69 52 52 52 96 206 53 95 142 614 61 63 91 68 452 95 74 62 156
leaf_count=81 54 62 90 63 59 69 52 52 52 96 206 53 95 142 614 61 63 91 68 452 95 74 62 156
internal_value=0 0.00476259 0.00561661 0.00824199 0.00661425 0.00834881 0.00841717 0.00752924 0.00225408 0.00434764 0.00846927 0.00807417 0.00859645 0.00818126 0.00874096 0.00280596 0.00803195 0.0049957 0.00377454 0.00865444 0.00823211 0.00871137 0.00792981 0.00856976
internal_weight=0 689 514 2273 140 2133 2064 205 175 309 2012 490 1522 393 1129 123 153 145 164 1066 437 169 268 298
internal_count=2962 689 514 2273 140 2133 2064 205 175 309 2012 490 1522 393 1129 123 153 145 164 1066 437 169 268 298
is_linear=0
shrinkage=0.00201133


Tree=485
num_leaves=14
num_cat=0
split_feature=1 44 10 4 1 151 43 50 49 0 151 49 43
split_gain=46.2991 26.5513 22.1477 22.3412 17.9691 29.3464 20.2281 16.6549 15.0973 14.0549 13.6617 7.51726 5.79544
threshold=0.14860500000000001 0.081710000000000019 -0.089679999999999982 -0.51323499999999989 0.080320000000000016 -0.085989999999999983 0.0049250000000000014 0.090350000000000014 -0.012034999999999999 -0.14043999999999998 -0.080329999999999985 -0.095314999999999983 -0.35045999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 9 8 10 -8 -6 -5 -7 -11 -13
right_child=-2 -3 3 4 5 6 7 -9 -10 11 -12 12 -14
leaf_value=-0.0012969634702499715 -0.0023155742860761419 0.0065940763759159146 -0.0013023937253428212 0.0058447821524852221 -0.0030563194351401514 0.0052493490456175821 -0.0018268738887808368 0.0022351002783968102 0.0010388967466980132 0.00062542237760452701 0.0023971685280315038 0.0045237726655925348 0.0028011370221882282
leaf_weight=58 75 53 56 56 56 64 72 71 74 54 850 73 1364
leaf_count=58 75 53 56 56 56 64 72 71 74 54 850 73 1364
internal_value=0 0.00241988 0.00234218 0.00241786 0.00249408 0.00194313 0.00227131 0.000189466 -0.000724708 0.00291678 0.00259695 0.00280676 0.00288869
internal_weight=0 2901 2848 2790 2734 1187 1057 143 130 1547 914 1491 1437
internal_count=2976 2901 2848 2790 2734 1187 1057 143 130 1547 914 1491 1437
is_linear=0
shrinkage=0.00595117


Tree=486
num_leaves=12
num_cat=0
split_feature=1 44 10 4 12 1 2 0 0 124 49
split_gain=32.0284 18.3654 15.3218 15.4558 19.9375 17.9745 26.6057 39.3291 10.3901 9.00982 5.91009
threshold=0.14860500000000001 0.081710000000000019 -0.089679999999999982 -0.51323499999999989 -0.10063999999999999 0.080320000000000016 0.083185000000000023 -0.037444999999999992 -0.14104999999999998 -1.0000000180025095e-35 -0.095314999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 8 9 -8 -6 -7 -10
right_child=-2 -3 3 4 5 6 7 -9 10 -11 -12
leaf_value=-0.0011512945169920668 -0.0020554997471189749 0.0058534601831568226 -0.0011561150133748549 0.0055855097945871329 0.0053676737515111579 0.00016824398483860546 -0.00067308671989794815 0.0032795814775612715 0.00039356980944665063 0.0026494288485665609 0.0025552120343398702
leaf_weight=58 75 53 56 69 52 66 363 141 53 565 1425
leaf_count=58 75 53 56 69 52 66 363 141 53 565 1425
internal_value=0 0.00214811 0.00207913 0.00214631 0.00221398 0.00212666 0.00152087 0.000432585 0.00257601 0.00239001 0.00247774
internal_weight=0 2901 2848 2790 2734 2665 1135 504 1530 631 1478
internal_count=2976 2901 2848 2790 2734 2665 1135 504 1530 631 1478
is_linear=0
shrinkage=0.00635169


Tree=487
num_leaves=19
num_cat=0
split_feature=2 30 158 52 16 52 48 0 11 0 12 0 13 2 12 52 13 133
split_gain=23.8771 14.5991 14.674 10.2828 27.5756 20.1139 16.3409 14.9703 14.9463 29.565 7.44491 6.67852 6.35491 6.86231 5.57337 5.00327 4.59822 3.52557
threshold=0.17990500000000001 0.086220000000000019 0.081110000000000015 -0.092084999999999986 0.16703000000000004 -0.082174999999999984 0.085130000000000025 -0.096444999999999989 0.088160000000000002 -0.033754999999999993 0.087065000000000017 -0.080499999999999988 -0.0031649999999999998 0.087815000000000018 0.088535000000000016 -0.40011499999999994 -0.067904999999999979 -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 7 5 6 -5 -1 9 -7 15 -12 13 17 -15 -9 -13 -4
right_child=-2 -3 12 4 -6 8 -8 10 -10 -11 11 16 -14 14 -16 -17 -18 -19
leaf_value=0.0049988105770084603 -0.0020070407790264031 -0.00093227584514915193 0.0044096450427740059 -0.0032452440199109036 -0.0028041742037864469 0.0015159354302547478 0.0011499684637634869 0.0039185075377654909 -0.0013327205757753847 0.0046278687374891837 -0.00051760786062756477 0.00061418153369561352 0.0042295876684679302 8.7840512420912599e-05 0.0026741747073269436 0.001962393325421901 0.0024037578089760132 0.0024278233111491945
leaf_weight=60 62 73 55 53 52 1690 61 79 56 109 54 75 84 58 54 99 135 67
leaf_count=60 62 73 55 53 52 1690 61 79 56 109 54 75 84 58 54 99 135 67
internal_value=0 0.00162416 0.00168987 0.00154207 0.00135775 0.00146769 -0.000892878 0.00228401 0.0016128 0.00170452 0.00191535 0.0012978 0.00286235 0.00237128 0.00133538 0.0028309 0.00176492 0.00332177
internal_weight=0 2914 2841 2523 2021 1969 114 502 1855 1799 442 264 318 234 112 178 210 122
internal_count=2976 2914 2841 2523 2021 1969 114 502 1855 1799 442 264 318 234 112 178 210 122
is_linear=0
shrinkage=0.00579076


Tree=488
num_leaves=21
num_cat=0
split_feature=0 15 12 43 51 1 2 51 1 2 43 47 51 47 457 0 15 483 2 160
split_gain=20.1268 41.7995 29.4049 19.7869 16.3804 15.3791 20.195 34.391 24.2958 17.7756 10.1658 7.78801 8.26079 5.59915 5.34153 5.17539 3.98951 3.92038 3.15128 3.10145
threshold=0.040570000000000002 -0.031624999999999993 -0.14823499999999998 -0.033049999999999989 0.22315500000000002 0.080320000000000016 1.0000000180025095e-35 0.11578500000000001 0.091280000000000014 0.11523000000000001 -0.14724999999999996 0.10783500000000001 -0.050864999999999994 0.086425000000000016 0.048870000000000004 0.12429000000000001 0.084270000000000012 0.058525000000000008 0.11657500000000001 -0.089744999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 10 11 8 -8 -10 16 12 -7 -14 17 -5 -4 18 -12 -19
right_child=1 3 4 15 -6 6 7 -9 9 -11 14 -13 13 -15 -16 -17 -18 19 -20 -21
leaf_value=0.0051124811596244797 -0.0047772507795775963 -0.001826124415326576 0.0041891949986210333 0.0011984747701271714 -0.0018009311328783363 0.0039297815517146603 -0.0030800770591802914 0.0041893104761767611 0.0016620448414086943 -0.0009048757961718977 0.0013008637990275468 4.1502623976136897e-05 0.0013191846963881502 0.0030001682140209044 0.002942471158649736 0.0034376461052584915 0.0022400973702833664 0.0032677370291197727 0.0025229530880865525 0.00166358220655993
leaf_weight=66 52 59 68 84 53 52 92 56 148 204 1008 95 427 74 88 54 66 66 72 92
leaf_count=66 52 59 68 84 53 52 92 56 148 204 1008 95 427 74 88 54 66 66 72 92
internal_value=0 -0.000280295 0.00139424 0.000906413 0.00130199 0.00136507 0.000876654 2.51242e-05 -0.000499953 0.000174227 0.00174908 0.00153361 0.00178983 0.00156759 0.00159941 0.00207511 0.00322964 0.0015039 0.00138239 0.00233405
internal_weight=0 249 2727 197 2661 2608 1148 500 444 352 1460 648 553 501 1326 138 134 1238 1080 158
internal_count=2976 249 2727 197 2661 2608 1148 500 444 352 1460 648 553 501 1326 138 134 1238 1080 158
is_linear=0
shrinkage=0.00563876


Tree=489
num_leaves=18
num_cat=0
split_feature=1 39 14 483 42 13 13 42 43 13 0 43 11 1 52 0 483
split_gain=18.1824 14.724 18.7762 12.4322 12.2172 11.7111 16.7631 11.7631 14.9018 11.6801 8.19421 12.7932 8.42293 5.78124 3.27864 2.60907 4.32483
threshold=0.14860500000000001 0.11290000000000001 -0.13131999999999996 0.085615000000000011 0.083725000000000008 0.041960000000000004 0.070890000000000022 -1.0000000180025095e-35 0.15260500000000002 -0.091149999999999995 -0.067134999999999986 -0.31011999999999995 0.085990000000000011 0.088570000000000024 -0.091329999999999981 -0.089704999999999993 0.10583500000000001
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 7 -7 13 9 -9 11 -8 -12 14 -4 -6 -17
right_child=-2 -3 3 4 15 6 10 8 -10 -11 12 -13 -14 -15 -16 16 -18
leaf_value=0.003336043984788315 -0.0015978596558789485 -0.0017226714196507691 0.00033284813418006502 0.0037184231684153674 0.0022790973445836978 -0.0019884102328383158 0.0012201560993890192 -0.0002316668100560063 0.0033312211252742516 0.00094309251297784139 0.0029061038379011952 -0.0019770884862147422 9.1806582082213059e-05 0.003026474662966789 0.0016796889758567896 -1.8216447235551412e-05 0.0019108990226122567
leaf_weight=102 75 53 59 88 56 89 80 295 64 1240 69 63 53 83 376 68 63
leaf_count=102 75 53 59 88 56 89 80 295 64 1240 69 63 53 83 376 68 63
internal_value=0 0.00104842 0.00110001 0.00101693 0.00208747 0.00089777 4.16474e-06 0.00104717 0.000821946 0.000717288 0.000673583 -0.000188024 0.00168396 0.0017423 0.00149714 0.00131967 0.000909094
internal_weight=0 2901 2848 2746 275 2471 354 2117 1599 1535 265 143 122 518 435 187 131
internal_count=2976 2901 2848 2746 275 2471 354 2117 1599 1535 265 143 122 518 435 187 131
is_linear=0
shrinkage=0.00530697


Tree=490
num_leaves=26
num_cat=0
split_feature=4 12 150 3 12 14 10 15 3 15 52 52 2 15 3 4 2 133 12 3 156 51 15 4 2
split_gain=1259.41 474.77 191.707 108.374 98.8475 93.2635 81.3903 107.397 73.3557 69.1948 64.5211 82.2726 52.4182 43.654 21.6777 21.186 20.25 17.0395 11.6318 11.1229 9.66902 9.11272 7.13431 5.21463 1.86036
threshold=0.31392000000000003 0.056995000000000011 0.090965000000000004 -0.13392999999999997 0.13642500000000005 -0.45687499999999998 -1.0000000180025095e-35 0.0047550000000000005 0.31395500000000004 0.025430000000000005 -0.092084999999999986 -0.077644999999999978 0.096435000000000007 -0.033234999999999994 -0.088484999999999994 0.043640000000000005 0.11523000000000001 -0.0024649999999999997 0.090885000000000007 -0.080349999999999991 0.088735000000000022 -1.0000000180025095e-35 0.10189000000000002 -0.084384999999999988 0.13270000000000001
decision_type=2 2 2 2 2 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 12 -2 -1 10 16 21 -8 -12 15 -13 -14 17 -7 23 -17 -16 -19 -3 -21 -5 -18
right_child=5 3 -4 4 -6 8 7 -9 -10 -11 11 13 14 -15 19 18 24 20 -20 22 -22 -23 -24 -25 -26
leaf_value=0.0044257255047781691 0.0056370908662735008 0.0097711381489054509 0.0027234225438804989 0.0094818617315833263 0.0053442293077868496 0.0041024799393254725 0.0083424310773573054 0.010149881054304701 0.00029355937005733291 0.012038037965380933 0.0038290271107276636 0.0075994439766072144 0.006301416360283499 0.0052098040192016569 0.0087333200549156963 0.0085702557194120114 0.0029031289343128745 0.008637302425412597 0.0071890733053392693 0.0074094789406042435 0.0077106183731296659 0.0084041547370290355 0.0084050848646166475 0.0089556265178939824 0.0023027592755199338
leaf_weight=72 70 54 76 141 55 89 88 54 57 73 67 127 53 61 69 59 60 823 75 158 66 52 52 382 53
leaf_count=72 70 54 76 141 55 89 88 54 57 73 67 127 53 61 69 59 60 823 75 158 66 52 52 382 53
internal_value=0 0.00807292 0.00614217 0.00857114 0.00841114 0.00326074 0.00669611 0.00710781 0.00261839 0.0102988 0.00662881 0.00603734 0.00850095 0.00682421 0.00766389 0.00868069 0.00327428 0.0087645 0.00779739 0.00792262 0.00856853 0.00910078 0.00765613 0.00909755 0.00262176
internal_weight=0 2657 545 2112 1933 329 469 397 259 179 343 255 1878 188 332 1546 202 1412 134 279 889 106 210 523 113
internal_count=2986 2657 545 2112 1933 329 469 397 259 179 343 255 1878 188 332 1546 202 1412 134 279 889 106 210 523 113
is_linear=0
shrinkage=0.00232004


Tree=491
num_leaves=19
num_cat=0
split_feature=44 149 4 40 13 16 52 12 4 13 1375 51 159 16 51 52 12 159
split_gain=19.1381 16.2849 23.663 20.5178 22.2504 19.5584 19.7654 30.5082 13.2326 13.1796 12.9357 16.7819 17.9349 11.4022 6.61456 3.6439 2.18629 1.74452
threshold=1.0000000180025095e-35 0.079475000000000004 0.31392000000000003 -0.025204999999999995 -0.16392499999999996 -0.15693499999999996 0.11330000000000001 0.085905000000000023 0.50779500000000011 -1.0000000180025095e-35 -0.095554999999999987 -0.17370999999999998 0.051140000000000012 0.057265000000000003 -0.42947499999999994 0.048245000000000003 -0.079404999999999989 -0.26504999999999995
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 16 -5 9 10 -8 -6 15 -7 14 -13 17 -12 -1 -4 -9
right_child=-2 -3 3 4 8 6 7 13 -10 -11 11 12 -14 -15 -16 -17 -18 -19
leaf_value=0.0026667316034035627 0.004327170805249414 0.0034800630587124909 0.00064777805211468573 0.001354677119965633 -0.0014213115894783055 -0.0012984494527806165 -0.004115373671584828 0.0014933925154876123 -0.0048683683466619523 0.0049646396325262777 0.0016578157098303395 0.0013015987287835812 -0.00027798183903780972 -0.0018610426845640517 0.0038777257559305771 0.00096080712845279781 0.002211104784115779 0.00054122231001281864
leaf_weight=79 52 76 55 56 89 62 52 99 53 56 71 1532 249 53 92 71 52 137
leaf_count=79 52 76 55 56 89 62 52 99 53 56 71 1532 249 53 92 71 52 137
internal_value=0 0.000985608 0.000919255 -0.000517825 -0.00155888 0.00109096 0.000949358 -0.00026564 -0.0027083 0.00270401 0.00115592 0.00123423 0.00108073 0.000426844 0.00291113 0.00185965 0.00140807 0.000940897
internal_weight=0 2934 2858 305 198 2553 2347 341 142 206 2006 1944 1781 289 163 150 107 236
internal_count=2986 2934 2858 305 198 2553 2347 341 142 206 2006 1944 1781 289 163 150 107 236
is_linear=0
shrinkage=0.00545935


Tree=492
num_leaves=30
num_cat=0
split_feature=1 3 2 2 2 14 2 3 3 12 0 16 12 1 0 1 12 9 2 3 16 42 3 1 16 12 2 2 12
split_gain=2682.57 579.188 180.966 145.312 131.925 101.439 110.589 91.328 120.88 60.3694 57.3443 43.5845 42.2958 39.4632 34.5702 33.044 29.8406 28.3665 28.7435 21.6089 20.5209 11.5475 9.27565 7.01685 6.88391 6.702 6.05906 4.49339 3.19194
threshold=0.10404000000000001 -0.055389999999999988 0.095850000000000005 0.17990500000000001 0.12141500000000001 0.064610000000000015 -0.0098549999999999974 0.28833000000000003 0.090170000000000014 0.080020000000000022 -0.11167499999999998 -0.072904999999999984 0.11431500000000001 0.083670000000000008 -0.15753999999999999 0.088470000000000007 0.091345000000000023 -1.0000000180025095e-35 0.11231500000000001 -0.12077499999999998 0.058875000000000004 0.086555000000000007 -0.082204999999999986 0.091725000000000015 0.0054050000000000009 0.095920000000000019 0.08895500000000002 0.10406500000000002 0.10488500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 7 11 6 -1 8 17 15 13 -2 19 -8 -10 -4 21 -3 -19 -11 23 26 -13 -18 -23 27 -12 -21 -27
right_child=1 3 9 -5 -6 -7 10 -9 14 12 16 22 -14 -15 -16 -17 20 18 -20 25 -22 24 -24 -25 -26 28 -28 -29 -30
leaf_value=0.0064090210460372226 0.0061433312909549599 0.00060129116749455306 0.0078066906339702355 -0.0018531876000652211 0.0033040520906547533 0.012283905986225087 0.0093069773362583954 0.00039755440584312971 0.0037953619700331438 0.010276737653720348 0.010174172285776136 0.0093534936908266451 0.0068922553491742962 0.0065268581831542868 0.0065846181919181918 0.0055393764531419341 0.0095738943493551536 0.0039433356145043147 0.0014955395414146162 0.0084540949040638486 0.0076884345570148969 0.0096858438144937237 0.007936571920730601 0.0088287739884877724 0.0087769185044109035 0.0079525320447062873 0.0095244415467556683 0.0093864215501546309 0.0087025384398385051
leaf_weight=71 67 64 75 54 53 77 62 98 53 52 583 56 86 61 54 80 224 54 62 57 54 327 56 117 60 102 103 71 53
leaf_count=71 67 64 75 54 53 77 62 98 53 52 583 56 86 61 54 80 224 54 62 57 54 327 56 117 60 102 103 71 53
internal_value=0 0.00356919 0.00913701 0.00191313 0.00670276 0.00953161 0.00940408 0.00244146 0.00313928 0.00794561 0.00953773 0.00770893 0.00842748 0.00792843 0.00520327 0.00663663 0.00967255 0.00191221 0.00263526 0.00882151 0.00909556 0.00988493 0.00864527 0.00931831 0.00954499 0.00855403 0.0100767 0.00897145 0.00820916
internal_weight=0 671 2315 439 232 1739 1662 385 287 576 1591 179 421 123 107 155 1468 180 116 335 395 1073 112 341 387 283 686 128 155
internal_count=2986 671 2315 439 232 1739 1662 385 287 576 1591 179 421 123 107 155 1468 180 116 335 395 1073 112 341 387 283 686 128 155
is_linear=0
shrinkage=0.00245186


Tree=493
num_leaves=31
num_cat=0
split_feature=1 3 12 4 2 1 2 3 2 2 2 3 4 11 16 3 1 42 14 12 3 2 15 16 4 16 2 50 2 42
split_gain=4320.6 753.192 384.631 295.727 235.258 181.358 145.873 144.72 142.546 103.169 79.4744 66.2009 52.5335 59.0787 50.2658 41.5139 31.9818 29.3869 25.1709 23.7936 15.0026 14.5014 11.7348 11.1988 10.9924 9.99889 7.01812 6.65829 5.50859 1.67388
threshold=0.10661000000000002 -0.06656999999999999 0.056995000000000011 0.41377500000000006 0.14561000000000004 0.092845000000000025 -1.0000000180025095e-35 -1.0000000180025095e-35 0.097005000000000022 0.10859000000000001 0.094765000000000016 -0.14088999999999999 0.052250000000000012 1.0000000180025095e-35 -0.034884999999999992 0.091085000000000013 0.14720000000000003 0.10321000000000001 -1.0000000180025095e-35 0.091395000000000018 -0.088484999999999994 0.08647500000000001 -0.091664999999999983 0.062500000000000014 0.0015850000000000003 -0.08458499999999998 0.10669500000000001 0.11104500000000002 0.091290000000000024 0.086335000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 6 10 -3 -7 12 -8 15 -10 13 19 -2 -1 -6 20 -11 21 -13 25 -20 27 26 -4 -22 -21 -23 -26
right_child=1 4 8 -5 16 7 9 -9 11 18 -12 17 -14 -15 -16 -17 -18 -19 22 23 24 28 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.011979432296424066 0.0080075422089475792 0.00094535779890424448 0.012458097297825729 0.0033457303096746703 0.00065345707984100802 0.0044803558253801177 0.0068405469891814254 0.0090822597295585963 0.012478443024035659 0.0046479124559652332 0.0083464760182754942 0.0089785547871350114 0.01005845090259189 0.013833612814925561 0.010834831060450712 0.0094268065666910528 -0.001873562424480996 0.0083669521351436137 0.001976432410311623 0.011493267095972795 0.011389892722647519 0.011643491516870115 0.0035158014879980016 0.010200949614243778 0.0095170325018289377 0.011849361384724557 0.010277962404596596 0.010588883282219434 0.010843498509638033 0.010104991175252915
leaf_weight=99 57 93 251 55 55 72 65 74 56 56 89 53 100 72 82 52 52 65 54 292 60 353 52 52 55 347 63 52 54 54
leaf_count=99 57 93 251 55 55 72 65 74 56 56 89 53 100 72 82 52 52 65 54 292 60 353 52 52 55 347 63 52 54 54
internal_value=0 0.00410624 0.0109539 0.00788119 0.0023911 0.00884395 0.00338276 0.006813 0.0113655 0.00438124 0.0100793 0.0101445 0.0116806 0.0117907 0.00967562 0.0111005 -0.000574397 0.009771 0.00339433 0.0116857 0.0100911 0.0118751 0.00273183 0.0112049 0.0103452 0.0121049 0.0108206 0.0113566 0.0115374 0.00980854
internal_weight=0 621 2365 194 427 386 320 146 1979 227 240 406 1573 1473 139 151 107 350 162 1401 285 1005 106 396 232 598 123 344 407 109
internal_count=2986 621 2365 194 427 386 320 146 1979 227 240 406 1573 1473 139 151 107 350 162 1401 285 1005 106 396 232 598 123 344 407 109
is_linear=0
shrinkage=0.00231039


Tree=494
num_leaves=29
num_cat=0
split_feature=4 3 3 376 3 4 3 48 11 3 39 12 15 4 160 4 15 156 4 39 15 3 16 4 50 3 133 15
split_gain=2212.61 841.426 237.381 178.155 131.995 71.2779 103.92 83.5857 70.6993 80.3447 67.6474 55.8018 52.2794 41.6131 33.1769 28.8507 27.8214 19.3916 14.4522 12.9471 11.4094 11.212 10.0366 9.53085 6.37781 6.22228 5.12293 5.10979
threshold=0.31392000000000003 -0.064349999999999991 0.28833000000000003 0.076485000000000011 0.35004500000000011 -0.060239999999999995 0.10514500000000002 0.087035000000000015 1.0000000180025095e-35 -0.12077499999999998 0.088025000000000006 0.09253500000000002 0.039965000000000007 -0.44205499999999992 -0.034419999999999992 0.0033150000000000007 -0.43091499999999999 0.083840000000000012 -0.082199999999999981 0.10096000000000001 0.084360000000000004 -0.092954999999999996 -0.073554999999999995 0.0072100000000000003 0.089030000000000012 -0.087169999999999984 0.093845000000000026 -0.070974999999999983
decision_type=2 2 2 2 2 2 2 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 10 17 7 14 9 -1 16 18 13 -10 -7 22 -2 -3 20 -12 -11 -20 24 -23 -13 -22 -17 -24
right_child=4 2 -4 -5 -6 6 -8 -9 12 11 19 15 -14 -15 -16 26 -18 -19 21 -21 25 23 27 -25 -26 -27 -28 -29
leaf_value=0.019470975775302598 0.017777818142925637 0.020375053787252996 0.015271398451729534 0.016950979610038643 0.012830817228352378 0.019155904614938969 0.016806826481181328 0.018243721278138614 0.020766265228635145 0.022663744264062462 0.015547023071813406 0.021826235409046751 0.024220223483842198 0.023148796921791146 0.020913864603362951 0.020487820267686897 0.016169343065053021 0.021925221374258869 0.020683022424663342 0.014177308958441694 0.021519025305546443 0.021682525934514148 0.021468902496602986 0.021030310879713313 0.021037836621481832 0.022165569977003412 0.019728338180230984 0.02079526968869657
leaf_weight=82 70 71 61 101 57 55 52 93 58 82 52 116 55 53 155 92 97 54 54 53 127 720 57 98 61 107 56 197
leaf_count=82 70 71 61 101 57 55 52 93 58 82 52 116 55 53 155 92 97 54 54 53 127 720 57 98 61 107 56 197
internal_value=0 0.0208424 0.0189099 0.0192919 0.0155142 0.0197845 0.0193406 0.0197754 0.021458 0.0213491 0.0160764 0.0214362 0.0226716 0.0219041 0.0204535 0.0209418 0.0168437 0.0210449 0.0216771 0.0148558 0.0220351 0.0215474 0.0211963 0.0216044 0.0215546 0.0218148 0.0202006 0.0209465
internal_weight=0 2657 642 581 329 480 355 303 2015 1849 272 1767 166 111 210 579 167 125 1188 105 316 872 431 818 177 234 148 254
internal_count=2986 2657 642 581 329 480 355 303 2015 1849 272 1767 166 111 210 579 167 125 1188 105 316 872 431 818 177 234 148 254
is_linear=0
shrinkage=0.001938


Tree=495
num_leaves=33
num_cat=0
split_feature=1 1 12 12 1 2 12 15 12 16 2 1 12 41 15 15 1 43 123 2 1 16 16 42 16 483 1 12 42 15 12 15
split_gain=2219.41 357.249 293.361 247.503 155.868 106.435 89.1175 87.5794 56.9863 52.6697 50.8536 43.0283 40.7956 39.1594 31.5969 38.0911 27.2621 25.779 22.0824 14.4757 13.1873 11.041 17.9081 8.41582 8.24501 7.55877 5.48615 8.09736 5.9235 5.24788 4.83012 7.8648
threshold=0.10921500000000002 0.13074500000000003 0.085075000000000026 0.056995000000000011 0.092845000000000025 0.17553000000000005 0.091545000000000015 -0.18498499999999998 0.098845000000000016 -0.0042299999999999994 0.097695000000000018 0.090300000000000005 0.12631000000000003 0.075585000000000013 -0.034094999999999993 -0.069034999999999985 0.087545000000000026 -0.06372499999999999 1.0000000180025095e-35 0.11693000000000002 0.078705000000000011 -0.073554999999999995 0.08215500000000002 0.088995000000000005 -0.04040499999999999 0.092865000000000017 0.083065000000000014 0.08401500000000002 0.08179500000000002 -0.10763999999999999 0.10279500000000001 0.090650000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 10 7 11 -3 -4 18 16 13 14 25 15 24 20 -2 -6 -19 -1 30 23 -23 29 26 27 -5 -28 -8 31 -16
right_child=1 5 8 6 9 -7 12 -9 -10 -11 -12 -13 -14 -15 21 -17 -18 19 -20 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31 -32 -33
leaf_value=0.011293218971630383 0.0049671661543333294 0.003556204602000772 0.011878529482832833 0.012735349306836941 0.0082233632761583783 0.0012529614369431311 0.011247164190116392 0.0067950432702123427 0.0088605201534329592 0.010003388658304833 0.0092828631954287033 0.01048295418389002 0.009140709901779339 0.014059974867008683 0.012758941814285918 0.0092380168376463324 0.010274482541533677 0.0075683240829354749 0.0062834097484674549 0.0059319582564522659 0.012789477069560724 0.010278522116052128 0.012218902394037622 0.01125689207355195 0.011674614792014792 0.011381363470032432 0.011169522023144975 0.012108830859599053 0.012122333685069212 0.010264495512786367 0.011390510960156155 0.011684593395243225
leaf_weight=54 74 100 68 126 63 52 54 75 61 53 72 83 52 54 69 76 60 52 58 60 70 68 77 139 83 75 60 725 79 60 52 73
leaf_count=54 74 100 68 126 63 52 54 75 61 53 72 83 52 54 69 76 60 52 58 60 70 68 77 139 83 75 60 725 79 60 52 73
internal_value=0 0.0062654 0.00782657 0.0113336 0.00977388 0.0040989 0.0116681 0.00494442 0.0104516 0.00811918 0.0108985 0.0120586 0.0110834 0.0121755 0.0112179 0.0106021 0.0115305 0.00600586 0.00729367 0.00669192 0.0121381 0.0115696 0.0112836 0.0109356 0.0111282 0.0120799 0.0121328 0.0122016 0.0117112 0.0107302 0.0119881 0.0122068
internal_weight=0 542 315 2435 430 227 2005 175 129 174 256 1202 803 1119 751 273 184 186 121 112 124 478 284 207 197 1065 990 851 139 114 194 142
internal_count=2977 542 315 2435 430 227 2005 175 129 174 256 1202 803 1119 751 273 184 186 121 112 124 478 284 207 197 1065 990 851 139 114 194 142
is_linear=0
shrinkage=0.00226508


Tree=496
num_leaves=22
num_cat=0
split_feature=3 12 3 3 0 3 4 15 15 151 0 48 1 0 0 48 457 1454 12 13 13
split_gain=46.5639 17.3557 24.1604 29.5223 18.3166 14.6855 32.4042 18.9902 21.4695 14.2331 16.3187 16.9406 10.2985 12.3353 9.97168 9.83152 6.51675 5.40298 6.36827 3.53427 4.0141
threshold=0.3148450000000001 0.056995000000000011 -0.11151499999999999 -0.027864999999999997 -0.042499999999999989 -0.13392999999999997 -0.10701499999999999 1.0000000180025095e-35 -0.13783499999999996 0.015440000000000001 -0.11214999999999999 0.085835000000000009 0.090300000000000005 -0.091399999999999995 0.0062000000000000006 0.089775000000000008 0.086205000000000018 0.08141000000000001 0.084065000000000015 0.0048350000000000008 -0.05171499999999999
decision_type=2 2 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 7 -7 8 -3 10 15 -12 16 -14 -6 -5 17 18 -8 20 -15
right_child=-2 5 3 4 14 6 12 -9 -10 -11 11 -13 13 19 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.00087708231055533411 -0.00067617168425654979 0.0056100409114983344 0.0057181051530167584 0.0034742466337761599 0.0050953904370920873 -0.00094288549859046153 0.0041941965078696238 0.0061011346644631601 0.0018273058195446867 -0.0007054924210042067 -0.00043761720362103345 0.0027374831527609334 3.9763873078851517e-05 0.0025152307104945953 0.0024834604712809841 0.0012685407678845004 0.004670026255428201 0.0017361514770990172 0.0030085310794590028 0.0016224139167911396 0.0040251615681466731
leaf_weight=59 96 54 56 147 58 52 116 76 101 57 105 63 53 189 84 70 60 71 1285 72 53
leaf_count=59 96 54 56 147 58 52 116 76 101 57 105 63 53 189 84 70 60 71 1285 72 53
internal_value=0 0.00275071 0.00208659 0.00235988 0.00203777 0.00296343 0.00282669 0.00411814 0.0031455 0.00155161 0.00188591 0.000752738 0.00292994 0.00220106 0.00355067 0.00276297 0.00310451 0.00304067 0.00310674 0.0025657 0.00284613
internal_weight=0 2881 699 640 584 2182 1951 231 155 442 385 168 1899 367 142 217 1532 1472 1401 314 242
internal_count=2977 2881 699 640 584 2182 1951 231 155 442 385 168 1899 367 142 217 1532 1472 1401 314 242
is_linear=0
shrinkage=0.00484112


Tree=497
num_leaves=15
num_cat=0
split_feature=3 448 151 11 0 3 4 3 43 1 2 2 155 150
split_gain=33.0128 13.6742 21.4522 13.6901 33.8499 21.0007 14.1745 17.5506 33.6537 12.5472 12.513 12.6561 7.39761 5.92554
threshold=0.31966500000000003 -0.037059999999999989 -0.08323499999999999 0.079700000000000007 -0.105195 -0.23394499999999999 -0.46195999999999998 -0.10690999999999999 -0.12788999999999998 0.10921500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.10071000000000001 0.11315500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 -3 8 -8 12 -11 -12 13 -9
right_child=-2 3 -4 4 5 -7 7 9 -10 10 11 -13 -14 -15
leaf_value=0.0034416947854785311 -0.00099444213333181597 0.0048523889391594499 -0.0016510710169941709 0.0074964491422882893 0.004859789422503708 -1.6905253989627146e-05 0.0034048397711948855 0.0029225968760592065 -0.0018648186220022616 -0.00077358003035066952 0.0037381992277868603 0.001272561334136318 0.00089848909587488782 0.0048328685003375879
leaf_weight=52 82 98 59 70 59 59 81 1869 81 56 112 184 59 56
leaf_count=52 82 98 59 70 59 59 81 1869 81 56 112 184 59 56
internal_value=0 0.00272474 0.000734173 0.00280408 0.00431107 0.00242092 0.00269492 0.00261026 0.00076963 0.00273788 0.00173156 0.00220571 0.00291639 0.0029782
internal_weight=0 2895 111 2784 188 118 2596 2498 162 2336 352 296 1984 1925
internal_count=2977 2895 111 2784 188 118 2596 2498 162 2336 352 296 1984 1925
is_linear=0
shrinkage=0.00578112


Tree=498
num_leaves=32
num_cat=0
split_feature=1 3 12 1 2 2 2 2 12 1 52 2 1 3 12 0 15 15 3 3 0 1 15 12 52 52 42 0 2 12 133
split_gain=1630.03 341.638 193.634 145.363 140.529 119.526 115.052 106.014 81.2156 47.0251 45.9407 36.0295 34.5777 31.8009 31.6387 31.2539 27.1696 36.2026 35.1398 24.5777 22.3593 17.432 9.71146 8.60662 8.41929 17.0203 5.6715 8.32137 5.51983 2.38646 3.20347
threshold=0.10921500000000002 -0.06656999999999999 0.056995000000000011 0.087545000000000026 0.14808000000000002 -1.0000000180025095e-35 0.11426500000000002 0.10928500000000001 0.091545000000000015 0.090300000000000005 -0.092084999999999986 0.094765000000000016 0.093575000000000019 -0.14186499999999996 0.12631000000000003 -0.15270499999999995 -0.034094999999999993 -0.069034999999999985 -0.14088999999999999 0.084670000000000009 -0.060094999999999989 0.10389500000000002 0.091195000000000012 0.087915000000000007 -0.081429999999999989 0.0062600000000000008 0.0069650000000000016 -0.086834999999999982 0.09036000000000001 0.090535000000000018 -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=2 6 3 11 5 -3 -2 -7 9 13 -5 19 -12 -4 16 -9 17 24 -18 -1 22 -14 -20 26 -10 -26 27 -15 -28 30 -25
right_child=1 4 8 10 -6 7 -8 15 14 -11 12 -13 21 23 -16 -17 18 -19 20 -21 -22 -23 -24 29 25 -27 28 -29 -30 -31 -32
leaf_value=0.010083789307230074 0.0081286852108270052 0.0021710064152652662 0.010317117601103407 0.0076032630183052209 0.001343632769234043 0.007354463506772867 0.0046741923443599578 0.0029247905317319454 0.008689945165536889 0.0074026076113428612 0.0067797194191001765 0.0073840850054600329 0.0043352901559684381 0.0099014960247953247 0.0065362255705231076 0.0047975935979273597 0.0098124275318504442 0.0064742644381358102 0.0088647213933037098 0.0081718225377521263 0.0070089230403842682 0.0058359030428798255 0.008165326491791549 0.008732684041454478 0.0070280946031820385 0.0084341979370817291 0.0088096587333819747 0.0090031896225009449 0.0094820256803930698 0.0089524897160469814 0.0083110894597660644
leaf_weight=52 103 85 62 56 93 53 59 55 61 83 61 84 72 59 52 94 61 76 113 53 53 52 251 151 61 75 458 130 54 67 138
leaf_count=52 103 85 62 56 93 53 59 55 61 83 61 84 72 59 52 94 61 76 113 53 53 52 251 151 61 75 458 130 54 67 138
internal_value=0 0.00447283 0.00825406 0.00705304 0.00345053 0.00413318 0.0068707 0.00495874 0.00851163 0.00883618 0.00603741 0.00834798 0.00556331 0.00894249 0.00802578 0.00410643 0.00812889 0.00763177 0.00841277 0.0091189 0.00820798 0.00496475 0.0083825 0.00886184 0.00807821 0.00780367 0.00898933 0.00928373 0.00888061 0.00861074 0.00853144
internal_weight=0 542 2435 430 380 287 162 202 2005 1202 241 189 185 1119 803 149 751 273 478 105 417 124 364 1057 197 136 701 189 512 356 289
internal_count=2977 542 2435 430 380 287 162 202 2005 1202 241 189 185 1119 803 149 751 273 478 105 417 124 364 1057 197 136 701 189 512 356 289
is_linear=0
shrinkage=0.00197189


Tree=499
num_leaves=30
num_cat=0
split_feature=1 1 12 12 1 2 13 4 12 150 2 12 4 13 1 12 4 12 16 1 4 49 2 16 4 2 2 150 42
split_gain=1623.38 258.153 235.641 199.143 157.118 98.8361 91.0011 84.2266 76.6393 46.7497 46.443 45.9155 45.0847 34.82 25.7084 21.3427 17.2574 16.0952 13.7295 12.1572 13.3606 11.8014 9.39835 7.60939 7.56191 6.61346 5.39212 5.30226 5.30305
threshold=0.10921500000000002 0.13074500000000003 0.085075000000000026 0.056995000000000011 0.087545000000000026 0.17553000000000005 -0.00027999999999999998 0.27998000000000006 0.095330000000000012 1.0000000180025095e-35 0.093765000000000015 0.098845000000000016 0.053330000000000009 -0.13871999999999998 0.096315000000000026 0.11755500000000001 0.056815000000000011 0.087915000000000007 0.062500000000000014 0.074220000000000022 -0.07928499999999998 0.094245000000000009 0.12026500000000001 -0.067654999999999979 0.0051950000000000008 -0.0011799999999999998 0.10325000000000002 0.093965000000000007 0.086825000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 10 7 -6 -3 13 -8 -1 -4 15 -5 17 19 -2 27 24 23 -21 -14 -18 -10 -19 -9 -25 28 -15
right_child=1 5 11 8 6 -7 9 25 12 -11 -12 -13 21 14 -16 -17 22 18 -20 20 -22 -23 -24 26 -26 -27 -28 -29 -30
leaf_value=0.010241313986795741 0.0038706584518460275 0.0058706370045368819 0.0096791913054573402 0.011224978864201297 0.004999562949885239 0.00062766022230294172 0.0086690822208201953 0.0022620272311035766 0.0093203581918284983 0.006156437430741301 0.0081071822973874993 0.0071100161599838407 0.0066878733721302567 0.0099994491845468905 0.00812304361360725 0.0077024849051543906 0.0058171047722612246 0.0095886577466446667 0.0085718702926565436 0.010515790333767506 0.0091014259496782022 0.0081326952355307743 0.0045742947793931026 0.0089603073663905332 0.0088547814748847053 0.0033327574911350155 0.0080977953947982146 0.0091908272164310818 0.0095574670554672385
leaf_weight=99 73 68 68 60 97 52 88 52 103 56 90 61 53 494 56 53 58 479 88 54 73 52 55 70 76 55 66 56 172
leaf_count=99 73 68 68 60 97 52 88 52 103 56 90 61 53 494 56 53 58 479 88 54 73 52 55 70 76 55 66 56 172
internal_value=0 0.00497488 0.00623341 0.00908544 0.00775866 0.00322836 0.00660848 0.00400101 0.00936998 0.0076921 0.00922518 0.00846449 0.00866351 0.00961992 0.00955213 0.00897918 0.00468593 0.00961075 0.00936283 0.00916399 0.00970299 0.00740362 0.0052124 0.00887748 0.0094882 0.00281262 0.0085419 0.0098315 0.00988534
internal_weight=0 542 315 2435 430 227 241 175 2005 144 189 129 524 1481 1421 419 186 1365 643 366 127 105 113 239 555 107 136 722 666
internal_count=2977 542 315 2435 430 227 241 175 2005 144 189 129 524 1481 1421 419 186 1365 643 366 127 105 113 239 555 107 136 722 666
is_linear=0
shrinkage=0.00214803


Tree=500
num_leaves=15
num_cat=0
split_feature=15 3 15 124 3 16 15 16 457 457 12 41 49 52
split_gain=26.3373 16.4386 24.1495 16.2155 16.2997 17.6983 16.5544 13.4261 11.9717 12.3105 17.0834 11.3235 5.43279 5.39488
threshold=-0.26361999999999991 0.10766000000000002 -0.018024999999999996 -0.087019999999999986 -1.0000000180025095e-35 0.23599500000000004 -0.031624999999999993 -0.40885499999999991 0.087350000000000011 0.062030000000000009 -0.083219999999999988 0.088645000000000015 -1.0000000180025095e-35 0.056265000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 12 -2 8 6 -6 13 9 10 -5 -12 -3 -1
right_child=1 2 -4 4 5 -7 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=0.0013525259929672588 0.00047195016088027704 0.0018024199243473768 -0.0010788092724875744 -0.00012868601731919559 0.0046405512591372695 0.0022123182043032167 0.0090589824751394765 -0.00058750235452759104 0.0054748544310655916 0.00044250000872860445 0.0034668470376680778 0.00059607724239683696 0.0044447072378648849 0.0039227673261670133
leaf_weight=75 70 52 79 53 80 53 53 101 93 58 2013 53 67 52
leaf_count=75 70 52 79 53 80 53 53 101 93 58 2013 53 67 52
internal_value=0 0.00324771 0.00154695 0.003381 0.00346389 0.00520835 0.00640177 0.00107932 0.00332092 0.00322888 0.00330511 0.00339323 0.00329064 0.00240542
internal_weight=0 2724 198 2526 2456 186 133 228 2270 2177 2119 2066 119 127
internal_count=2952 2724 198 2526 2456 186 133 228 2270 2177 2119 2066 119 127
is_linear=0
shrinkage=0.0061274


Tree=501
num_leaves=27
num_cat=0
split_feature=4 2 123 15 0 15 2 133 0 2 0 4 15 2 4 39 4 51 160 4 133 15 157 0 2 52
split_gain=2196.53 667.823 478.102 108.764 108.298 175.516 106.636 78.8011 73.5249 61.7489 57.9016 67.0166 93.925 52.6605 49.7842 44.1452 42.7487 30.4524 19.5817 19.0408 15.1998 14.8598 12.3872 10.2527 8.54214 5.0096
threshold=0.31392000000000003 0.123795 1.0000000180025095e-35 0.033605000000000003 -0.12851999999999997 -0.10566999999999999 0.14744000000000002 0.0029250000000000005 -0.14164999999999997 0.087495000000000003 -0.079249999999999987 -0.17568999999999999 -0.0097449999999999985 0.14808000000000002 -0.081204999999999986 0.088025000000000006 0.032770000000000001 0.11391500000000002 -1.0000000180025095e-35 -0.040874999999999995 -0.0045649999999999987 0.083935000000000023 -0.004729999999999999 -0.11825999999999999 0.08487500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 15 13 -5 -4 16 22 -13 -3 21 18 17 -6 -2 20 -16 -10 -12 -20 -23 -18
right_child=6 7 9 8 10 -7 -8 -9 14 -11 11 12 -14 -15 19 -17 25 -19 23 -21 -22 24 -24 -25 -26 -27
leaf_value=0.012582657721690954 0.0072797861082875984 0.0071538039319855445 0.0053353817099827021 0.014832040941908898 0.012693620333229896 0.0073958933066705524 0.0019978277594837985 0.0089941984725593199 0.014027114511055433 0.0086718528155311364 0.013202378892517824 0.011039974475420012 0.0074381490334832082 0.0037783044163303332 0.012504467638402078 0.0038934299394927127 0.01067906034115128 0.010804633818131071 0.0049894234813581181 0.01048622786571606 0.011619111190682862 0.013098686742599704 0.011779710054598375 0.0063629868428143064 0.012402572389248908 0.011573698452500596
leaf_weight=66 56 55 55 76 494 88 64 58 63 77 60 215 52 52 203 74 87 55 74 53 254 218 88 55 196 64
leaf_count=66 56 55 55 76 494 88 64 58 63 77 60 215 52 52 203 74 87 55 74 53 254 218 88 55 196 64
internal_value=0 0.0114193 0.0117328 0.0119847 0.0115093 0.00961896 0.00477686 0.00673725 0.0125522 0.00728185 0.0117704 0.0110583 0.0103386 0.00551361 0.0123766 0.00546348 0.0121925 0.0125044 0.00609136 0.0118539 0.0120124 0.0129354 0.0123566 0.00557525 0.0127692 0.0110584
internal_weight=0 2629 2464 2332 1269 154 323 165 1063 132 1115 415 267 107 987 259 700 549 185 510 457 477 148 129 414 151
internal_count=2952 2629 2464 2332 1269 154 323 165 1063 132 1115 415 267 107 987 259 700 549 185 510 457 477 148 129 414 151
is_linear=0
shrinkage=0.00240373


Tree=502
num_leaves=13
num_cat=0
split_feature=3 13 40 12 14 376 150 0 0 48 0 48
split_gain=22.9397 18.0848 13.1642 11.1702 17.1825 15.5206 12.4966 13.3116 11.2962 17.5769 15.9115 5.25106
threshold=0.28833000000000003 -0.47365999999999991 0.053385000000000009 -0.083979999999999985 0.081390000000000004 0.084545000000000009 0.12187000000000002 -0.23146499999999998 -0.14259999999999998 0.083775000000000002 -0.11073999999999999 0.083775000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 6 11 7 -5 9 -9 -10 -1
right_child=1 -3 -4 4 -6 -7 -8 8 10 -11 -12 -13
leaf_value=-0.0011079064172927265 0.0026979375353812177 -0.0016022342131296768 0.00029110901753183921 0.00056474036579455165 -0.0001731342743559534 0.0039581776036778952 0.0058209558514752515 0.0064707411865202345 0.00055756404888340294 0.002185492133529652 0.0031774278727434001 0.0014507246724538301
leaf_weight=52 65 70 63 69 54 60 60 85 83 54 2178 59
leaf_count=52 65 70 63 69 54 60 60 85 83 54 2178 59
internal_value=0 0.000467755 0.00294562 0.00300632 0.00310254 0.00155247 0.00317251 0.00310813 0.00318122 0.00480642 0.00308128 0.000251522
internal_weight=0 135 2817 2754 2583 171 2529 2469 2400 139 2261 111
internal_count=2952 135 2817 2754 2583 171 2529 2469 2400 139 2261 111
is_linear=0
shrinkage=0.00587068


Tree=503
num_leaves=38
num_cat=0
split_feature=12 15 12 13 43 16 12 43 13 160 13 12 15 15 11 0 52 15 42 13 49 43 15 42 15 474 15 42 402 16 50 0 13 481 42 12 42
split_gain=1606.98 500.877 322.166 279.074 180.24 174.242 170.471 152.605 104.584 88.3388 63.3815 59.8446 47.8242 31.0829 72.0347 37.5485 23.9496 22.4923 18.6667 18.4053 18.1123 21.2516 14.4454 11.1786 9.82534 8.13883 7.60592 7.44964 5.38537 4.64411 4.53662 4.36933 4.53237 3.5213 2.85721 2.74939 1.99534
threshold=0.056995000000000011 -0.26361999999999991 0.13936000000000001 -0.27740999999999993 -0.031974999999999996 -0.5152199999999999 0.093740000000000004 -0.095314999999999983 -0.10142999999999998 -1.0000000180025095e-35 -0.0096349999999999977 -0.084509999999999988 -0.039149999999999997 1.0000000180025095e-35 0.074925000000000005 -0.11327499999999999 -0.082894999999999983 -0.097454999999999986 0.085495000000000015 -0.077799999999999994 0.059130000000000009 -0.06372499999999999 -0.076194999999999999 0.098705000000000001 0.11773500000000002 0.084880000000000011 0.087670000000000012 0.086665000000000006 0.093725000000000017 -0.0088649999999999996 0.083090000000000011 -0.085424999999999987 -0.081999999999999976 -0.0085599999999999982 0.11736500000000001 0.096315000000000026 -0.0097349999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -3 7 -6 13 -5 -8 -1 -9 -11 20 15 26 -2 -7 -18 25 27 21 -10 -22 24 35 30 31 -20 33 -19 -17 32 -15 -28 -25 -14 -33
right_child=2 3 -4 4 5 16 8 10 12 11 -12 -13 23 14 -16 18 17 29 19 -21 22 -23 -24 34 -26 -27 28 -29 -30 -31 -32 36 -34 -35 -36 -37 -38
leaf_value=0.004242721256809928 0.0075649460936603064 0.0030103868756101255 0.0046509331617796785 0.0080099164988390262 0.0049342239160893378 0.0095164904253050124 0.0055482069032420974 0.0053995291522351101 0.0081398315587039773 -0.00015168522250261435 0.0024819692010757907 0.0029536677963679521 0.009811030103990509 0.0098407384302613699 0.012039103123070405 0.0093976485857995978 0.0093174997057112324 0.0081277757751064637 0.0099258010891238695 0.0078978400584999667 0.0090220529065939067 0.0065403318396724487 0.0076216248225848392 0.0081332488290954755 0.0084707063720867379 0.010329715801236122 0.0097475088662202451 0.0090537294966427859 0.01001589410584058 0.0072674352650971188 0.010069866341675364 0.0098111617190900224 0.010575263239031851 0.00920440819580403 0.0087892220069167287 0.0092964364546428424 0.0093259075724526491
leaf_weight=82 52 83 69 67 63 100 53 76 73 52 53 52 69 86 58 197 54 53 53 52 75 67 53 52 52 72 67 193 59 54 55 126 62 221 64 130 53
leaf_count=82 52 83 69 67 63 100 53 76 73 52 53 52 69 86 58 197 54 53 53 52 75 67 53 52 52 72 67 193 59 54 55 126 62 221 64 130 53
internal_value=0 0.00559075 0.00900383 0.00649664 0.00705306 0.00799059 0.00914725 0.00550315 0.00831203 0.0026538 0.00420101 0.00140078 0.00854268 0.00955593 0.00984845 0.00923821 0.00872825 0.00823852 0.00937806 0.00900728 0.00788461 0.00737451 0.00844236 0.00902316 0.00926701 0.00971902 0.0096599 0.0092417 0.00944737 0.00769379 0.00954445 0.00988537 0.0101486 0.00933083 0.00849535 0.00947497 0.00966761
internal_weight=0 789 2163 603 520 324 2094 196 688 186 129 104 635 1406 732 674 261 161 622 298 268 140 128 367 251 324 674 246 347 107 252 327 148 288 116 199 179
internal_count=2952 789 2163 603 520 324 2094 196 688 186 129 104 635 1406 732 674 261 161 622 298 268 140 128 367 251 324 674 246 347 107 252 327 148 288 116 199 179
is_linear=0
shrinkage=0.0020471


Tree=504
num_leaves=27
num_cat=0
split_feature=4 12 2 2 150 4 2 2 2 2 12 16 14 11 12 158 15 15 48 2 2 156 16 16 52 2
split_gain=1421.51 411.39 216.739 113.884 106.921 64.2544 63.8249 54.0983 43.8521 41.5676 38.5362 36.9836 71.0336 31.5624 31.4929 23.3315 21.5815 25.1014 18.2799 23.201 13.8506 13.7327 13.5006 12.8154 10.7642 9.64265
threshold=0.31392000000000003 0.056995000000000011 0.10859000000000001 0.12860500000000002 0.083435000000000023 0.049545000000000006 0.14744000000000002 0.072175000000000017 0.14132000000000003 0.09036000000000001 0.093185000000000004 -0.5103049999999999 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.078875000000000015 -0.091934999999999989 -0.013439999999999999 0.083540000000000017 0.086935000000000012 0.11018500000000002 0.088735000000000022 -0.073309999999999986 -0.28430999999999995 -0.029304999999999998 0.11741500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 7 10 11 -1 25 -9 13 20 -13 18 -11 23 -12 24 21 -20 -2 -3 -19 -7 -18 -4
right_child=6 3 8 -5 -6 15 -8 9 -10 14 16 12 -14 -15 -16 -17 17 22 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0076599242940738844 0.0066298560931602754 0.010863635772403825 0.0054277733244673925 0.0066821423325499072 0.0064628791708117991 0.0094517443136589233 0.0015352364470838532 0.011941942352051231 0.0032858745410595937 0.0080332597542124243 0.011562817249500085 0.0057589060111782765 0.0021400315067718837 0.012310246001389226 0.010631950517813113 0.010225803828737124 0.0094751009652979824 0.010767412371243637 0.010853812264291388 0.0084809758445173328 0.0047195050942543159 0.0097004475884992208 0.0097395944623775241 0.0079098994735034046 0.0078618195384205138 0.0069626456075254466
leaf_weight=70 52 957 61 60 99 60 64 72 55 59 52 64 90 87 71 81 60 137 57 57 53 76 251 99 55 53
leaf_count=70 52 957 61 60 99 60 64 72 55 59 52 64 90 87 71 81 60 137 57 57 53 76 251 99 55 53
internal_value=0 0.00972014 0.00767723 0.0102482 0.00879995 0.0103537 0.00388367 0.00965048 0.00521239 0.0103401 0.0105249 0.00446387 0.00364416 0.0107836 0.00945276 0.00907721 0.00994966 0.00978283 0.0106677 0.00966764 0.00566585 0.0107781 0.0101026 0.0084919 0.00870378 0.0061416
internal_weight=0 2629 540 2089 371 2029 323 272 169 202 1789 259 154 1234 130 240 555 503 1147 114 105 1033 388 159 115 114
internal_count=2952 2629 540 2089 371 2029 323 272 169 202 1789 259 154 1234 130 240 555 503 1147 114 105 1033 388 159 115 114
is_linear=0
shrinkage=0.00262544


Tree=505
num_leaves=18
num_cat=0
split_feature=2 4 39 16 52 52 16 48 16 12 402 402 4 4 47 47 402
split_gain=38.9035 19.2907 18.1543 16.9067 13.6009 13.1631 21.8348 17.259 13.0393 10.5232 8.889 23.2356 17.8615 8.00426 7.67811 16.2802 6.587
threshold=0.12026500000000001 0.2642250000000001 0.08481000000000001 -0.20132999999999998 0.042815000000000006 -0.23047999999999999 -0.0088649999999999996 0.095090000000000022 -0.40885499999999991 0.086885000000000004 0.088940000000000005 0.08406000000000001 -0.50946499999999995 -0.025824999999999997 0.11069000000000002 0.080860000000000015 0.10937000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 9 -3 -2 7 8 -7 -1 11 12 -5 16 15 -14 -12
right_child=5 2 -4 10 -6 6 -8 -9 -10 -11 13 -13 14 -15 -16 -17 -18
leaf_value=0.0058448374209270496 0.0029393365261659466 -0.0006282163610216373 0.0033996141760682212 0.0049410806436261633 0.002147657230520936 0.001018290969209549 -0.0014634152896429646 -0.00080274973656972834 0.0040469925606593949 0.003063241793072765 0.0049645009935681212 -0.00035745586602855617 0.0023714782478201921 0.0019247744447151711 0.0010241260981560258 0.0038215595230928824 0.0031149058989362248
leaf_weight=55 53 103 60 65 61 74 91 57 53 64 75 62 1672 58 78 187 95
leaf_count=55 53 103 60 65 61 74 91 57 53 64 75 62 1672 58 78 187 95
internal_value=0 0.00251488 0.0012066 0.00263641 0.00040397 0.000813114 0.000403152 0.00132656 0.00228263 0.00434927 0.00254746 0.00245094 0.00253793 0.00342101 0.00245727 0.00251737 0.0039312
internal_weight=0 2635 224 2411 164 328 275 184 127 119 2292 2064 2002 228 1937 1859 170
internal_count=2963 2635 224 2411 164 328 275 184 127 119 2292 2064 2002 228 1937 1859 170
is_linear=0
shrinkage=0.00465916


Tree=506
num_leaves=21
num_cat=0
split_feature=1 3 156 148 3 13 50 1 1 1 12 156 475 147 156 3 41 13 50 12
split_gain=39.5513 32.7137 19.0832 24.3391 13.2954 12.8019 10.2986 20.0306 19.8622 11.6721 10.0757 9.19595 24.9638 9.6582 12.7515 6.19523 14.6249 8.19381 7.14609 4.81539
threshold=0.095920000000000019 -0.12077499999999998 0.10307000000000001 -0.063794999999999977 0.3148450000000001 0.060680000000000005 0.067370000000000013 0.11198000000000001 0.10075500000000003 0.11883500000000001 -0.063029999999999989 0.088735000000000022 -0.080004999999999979 0.085900000000000018 0.083490000000000023 -0.12711499999999995 0.077550000000000022 -0.10939499999999998 0.10880500000000001 0.089210000000000025
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 5 3 -3 6 -2 7 8 -5 -9 -1 13 -13 14 15 16 -12 -17 -19 -14
right_child=1 2 -4 4 -6 -7 -8 9 -10 -11 11 12 19 -15 -16 17 -18 18 -20 -21
leaf_value=0.005475684098356793 0.006960375461109683 -0.0031879523172442187 0.00435195408351259 0.0025859385112765153 -0.0015576187655790576 0.0029234600878580365 0.003321508376971088 0.0045636847919135392 -0.002332982707204338 0.0012167543525455988 0.0069085247015947876 -0.0021663851599163322 0.0046637290134945424 0.00074595678201927159 0.0056716326035896828 0.00055651793947881524 0.0022794555893961245 0.0033734227014416388 0.0018914342715046475 0.0019479007563221284
leaf_weight=86 53 68 65 53 76 101 101 68 115 143 63 52 61 64 101 53 58 1366 161 55
leaf_count=86 53 68 65 53 76 101 101 68 115 143 63 52 61 64 101 53 58 1366 161 55
internal_value=0 0.00154289 0.000923583 0.000566347 0.00102563 0.00431325 0.0014348 0.000931818 -0.000780758 0.00229572 0.00324556 0.00315123 0.00166054 0.0032854 0.00337555 0.00323918 0.00469022 0.00312801 0.00321722 0.00337666
internal_weight=0 843 689 624 556 154 480 379 168 211 2120 2034 168 1866 1802 1701 121 1580 1527 116
internal_count=2963 843 689 624 556 154 480 379 168 211 2120 2034 168 1866 1802 1701 121 1580 1527 116
is_linear=0
shrinkage=0.00664837


Tree=507
num_leaves=23
num_cat=0
split_feature=1 0 0 10 151 16 16 13 16 157 157 42 1453 150 42 40 42 475 16 16 15 1429
split_gain=27.3735 17.2334 14.5318 13.2944 18.1763 15.653 12.9319 16.663 11.1354 8.60129 19.3717 9.80175 9.26156 11.1847 7.12254 7.19706 6.66792 6.60435 3.86727 3.76476 1.43677 1.0352
threshold=0.095435000000000006 -0.13619499999999998 -0.105195 -1.0000000180025095e-35 -0.080244999999999997 -0.073554999999999995 -0.011964999999999998 -0.010284999999999997 0.052690000000000008 -0.084749999999999978 -0.080514999999999989 0.083785000000000012 -0.057839999999999996 0.089810000000000015 0.10732000000000001 -0.018084999999999997 0.097585000000000019 -0.0052149999999999992 -0.4193599999999999 -0.051259999999999993 0.091490000000000016 0.056450000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 6 -3 -4 -5 18 7 -2 -7 11 -11 -1 -12 14 15 -14 -17 -10 -6 20 -16 -13
right_child=1 2 3 4 5 8 -8 -9 17 10 12 21 13 -15 19 16 -18 -19 -20 -21 -22 -23
leaf_value=0.0056126617599709348 -0.0012259070579724177 0.0043748891059999162 -0.00054066139666392285 0.0048415937335219766 0.0021544956008497538 -0.0012036778588523683 -0.0027681314502489198 0.0023310285068150827 0.0026513724297552348 -0.00050504212614635577 0.00051128490987063931 0.003160741829484599 0.0046700799043367823 0.00017204574075493895 0.0026900804585991154 0.0025071995837210041 0.0043484962431701987 0.00056083816691589476 0.0043084804976582045 0.00018586068082091704 0.001414630683572723 0.002023161796580878
leaf_weight=55 90 58 103 56 59 80 52 86 79 82 86 56 58 69 56 1406 69 140 53 55 63 52
leaf_count=55 90 58 103 56 59 80 52 86 79 82 86 56 58 69 56 1406 69 140 53 55 63 52
internal_value=0 0.00112459 0.00161866 0.00133809 0.00175259 0.00133156 -0.000235991 0.000511791 0.000641075 0.00235022 0.00224322 0.00362593 0.00236428 0.00245398 0.00254618 0.00267199 0.00259338 0.00131524 0.00317434 0.00143743 0.00201536 0.00261359
internal_weight=0 856 628 570 467 411 228 176 299 2107 1944 163 1862 1776 1707 1533 1475 219 112 174 119 108
internal_count=2963 856 628 570 467 411 228 176 299 2107 1944 163 1862 1776 1707 1533 1475 219 112 174 119 108
is_linear=0
shrinkage=0.0057788


Tree=508
num_leaves=14
num_cat=0
split_feature=10 123 10 481 52 13 1 52 1 52 49 159 1446
split_gain=20.363 16.7074 14.5659 10.4059 11.1215 21.2767 15.1787 14.8517 12.9315 11.376 9.28702 5.55274 3.54592
threshold=0.057650000000000007 0.098995000000000014 -0.089679999999999982 0.063455000000000011 0.11534500000000002 -0.0083299999999999989 0.13522500000000001 0.40945500000000007 0.095920000000000019 -0.070529999999999995 -0.07278999999999998 -0.46711499999999995 0.037915000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 11 8 -7 10 -10 -4 -6 -13
right_child=-2 -3 3 -5 5 7 -8 -9 9 -11 -12 12 -14
leaf_value=-0.00075917763372073343 -0.0013449473451826988 -0.0011828681609929678 0.0040574044761879828 0.0044963065934186001 0.0037207808978835374 0.00084830271475384909 0.005365006220877459 -0.0037221907524880131 0.0021308958358472428 0.0001117113653464468 0.0022266566734200906 0.0010993624618468266 0.0029957325021373171
leaf_weight=76 80 69 122 71 59 63 60 54 234 223 1619 181 52
leaf_count=76 80 69 122 71 59 63 60 54 234 223 1619 181 52
internal_value=0 0.00192593 0.00200219 0.00207886 0.00201448 0.00104369 0.00219029 -0.00126057 0.0021036 0.00114575 0.00235498 0.00196721 0.00152288
internal_weight=0 2883 2814 2738 2667 409 2258 117 2198 457 1741 292 233
internal_count=2963 2883 2814 2738 2667 409 2258 117 2198 457 1741 292 233
is_linear=0
shrinkage=0.00639603


Tree=509
num_leaves=28
num_cat=0
split_feature=1 52 1 12 2 12 2 11 1 13 1 12 1429 12 4 48 2 2 1 133 12 42 51 51 13 0 12
split_gain=2051.44 356.151 236.952 195.511 141.196 80.6102 78.8351 79.4856 65.2601 46.1875 44.0345 38.3325 30.9466 29.6093 25.8981 35.145 29.6222 24.0666 39.0623 21.2408 18.7977 14.4269 8.40017 7.19952 6.93311 6.32294 4.99223
threshold=0.10404000000000001 -0.41694999999999993 0.12419000000000001 0.088745000000000004 0.099845000000000003 0.08622500000000001 -0.013084999999999998 1.0000000180025095e-35 0.15028500000000003 -1.0000000180025095e-35 0.081315000000000012 0.11755500000000001 0.084845000000000018 0.10052500000000002 0.078235000000000013 0.088875000000000023 0.11657500000000001 0.088005000000000014 0.085720000000000005 0.094525000000000012 -0.085124999999999992 0.088760000000000019 -1.0000000180025095e-35 0.080840000000000009 -0.077614999999999976 -0.10228499999999999 0.096385000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 14 6 10 -1 12 9 20 -6 19 17 -5 15 -3 -16 21 25 22 -4 23 -7 -8 -23 -19 -24
right_child=1 2 8 13 5 11 7 -9 -10 -11 -12 -13 -14 -15 16 -17 -18 18 -20 -21 -22 24 26 -25 -26 -27 -28
leaf_value=0.0071212007579150843 0.0092836282034144107 0.002418161715102749 0.0035538122793977987 0.0089604107868413753 0.007887389793415597 0.0099039482882411697 0.0098369711616542385 0.011450945236305148 0.00086762586286099393 0.0048538555577266659 0.0052618620354209673 0.007043703421482291 0.0081740365191684487 0.0067222524251724404 0.0062202697525339176 0.0048107065068720327 0.0039822822555489034 0.0099097659673691701 0.0073067069985782787 0.0079933652019768646 0.0019297646489488112 0.0094817325108659724 0.0093991423132827844 0.0091132116082774592 0.0087792372852301143 0.0091644260254038386 0.0084809801660796699
leaf_weight=69 73 56 58 54 55 71 680 86 63 64 62 61 97 54 53 56 55 59 52 78 74 156 57 70 111 486 53
leaf_count=69 73 56 58 54 55 71 680 86 63 64 62 61 97 54 53 56 55 59 52 78 74 156 57 70 111 486 53
internal_value=0 0.00483719 0.00428418 0.00548931 0.00910562 0.00801316 0.00936146 0.00944746 0.00275791 0.00336539 0.00649628 0.0085677 0.00934675 0.00784154 0.00433448 0.00361464 0.00508077 0.00941721 0.00907635 0.00892654 0.00264353 0.00961729 0.00932856 0.00976945 0.00918977 0.00924516 0.00895696
internal_weight=0 660 587 328 2303 437 1866 1797 259 196 117 320 1711 108 220 112 108 1614 597 259 132 1017 181 750 267 545 110
internal_count=2963 660 587 328 2303 437 1866 1797 259 196 117 320 1711 108 220 112 108 1614 597 259 132 1017 181 750 267 545 110
is_linear=0
shrinkage=0.00213444


Tree=510
num_leaves=20
num_cat=0
split_feature=2 0 15 2 106 13 2 0 15 12 15 151 0 0 3 13 16 475 49
split_gain=24.7927 16.7053 22.8216 24.1317 16.4318 14.3298 14.2927 19.5948 14.0926 11.9583 35.1474 13.7847 13.5523 10.5062 8.92615 8.50826 8.26998 7.43711 5.04299
threshold=0.11366500000000002 0.0040950000000000005 -0.024929999999999997 0.15000000000000002 0.085275000000000004 -0.14258499999999999 -0.0098549999999999974 -0.067969999999999989 -0.044024999999999988 0.080020000000000022 0.015700000000000002 -0.044604999999999992 -0.11073999999999999 -0.10594499999999998 -0.087104999999999988 -0.0073899999999999999 -0.13895999999999997 -0.09688999999999999 0.099620000000000014
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 15 5 8 7 -7 -1 10 11 -8 -13 14 -11 16 -2 -15 -19
right_child=1 -3 -4 -5 -6 6 9 -9 -10 13 -12 12 -14 17 -16 -17 -18 18 -20
leaf_value=0.0059931539148836161 0.0015609181885208575 -0.0022442606358727369 -0.0014657132023794121 0.0044533826921230512 -0.0011622416184331008 0.0025199528457126577 0.004120648595460511 -0.0019662517834272714 0.0021134495154524141 -0.0014339747285071396 0.0068612368973259745 8.8173207143553162e-05 0.0027638038156956009 0.0037974954861636381 0.0017528943799001353 0.0021179181189608094 -0.0010044033638340877 0.0019269700252574856 0.00073675328779481905
leaf_weight=53 65 58 95 72 52 54 82 67 63 55 58 112 121 62 53 97 95 1517 118
leaf_count=53 65 58 95 72 52 54 82 67 63 55 58 112 121 62 53 97 95 1517 118
internal_value=0 0.000544925 0.000926604 0.00161757 0.00191928 0.00198566 0.00188972 3.53672e-05 0.00388658 0.00199271 0.0028963 0.00216605 0.00147792 0.00180595 0.000129404 0.000822877 3.73888e-05 0.00191262 0.00184111
internal_weight=0 482 424 329 2467 2415 2299 121 116 2178 373 315 233 1805 108 257 160 1697 1635
internal_count=2949 482 424 329 2467 2415 2299 121 116 2178 373 315 233 1805 108 257 160 1697 1635
is_linear=0
shrinkage=0.00554181


Tree=511
num_leaves=25
num_cat=0
split_feature=2 2 2 2 150 39 11 3 3 2 3 2 2 2 39 155 2 133 50 2 2 3 133 2
split_gain=2349.33 1149.13 535.915 396.08 301.932 208.545 119.606 112.573 91.5909 114.385 60.3704 45.4412 38.6326 35.3938 22.2577 18.8101 23.8262 17.0771 15.0659 12.945 8.27894 7.88768 4.22119 4.1057
threshold=0.12026500000000001 -1.0000000180025095e-35 0.099845000000000003 0.16730000000000003 1.0000000180025095e-35 0.087080000000000005 1.0000000180025095e-35 -0.049204999999999992 -0.029394999999999998 0.10859000000000001 0.093925000000000022 -0.10238999999999998 0.091185000000000002 0.076510000000000009 0.090935000000000016 0.082265000000000019 0.11366500000000002 0.085020000000000012 0.083800000000000013 0.084095000000000017 0.10362500000000001 0.14029000000000003 0.11788000000000001 0.094580000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 7 8 11 10 -2 15 -10 12 -1 13 18 21 16 20 23 -3 -15 -4 -9 -19 -14
right_child=3 2 4 -5 -6 -7 -8 14 9 -11 -12 -13 17 19 -16 -17 -18 22 -20 -21 -22 -23 -24 -25
leaf_value=0.019387182163847921 0.020700714383419971 0.023705782048655758 0.022863960856437618 0.013789430449384368 0.01849897556745941 0.016499736263558499 0.026704402315018264 0.019057832148655477 0.023232132130781312 0.019605270166882592 0.022465476138498832 0.021771494682893293 0.023637387997246649 0.025354934226449934 0.016878621046529072 0.024266793421823023 0.022093473353965939 0.024558673341426959 0.024423099081322591 0.024650421840683379 0.023846053594783614 0.017941572255031638 0.023874257661234285 0.023020021855938978
leaf_weight=64 99 237 54 76 80 82 87 52 70 71 71 66 95 125 52 73 69 85 245 776 106 53 71 90
leaf_count=64 99 237 54 76 80 82 87 52 70 71 71 66 95 125 52 73 69 85 245 776 106 53 71 90
internal_value=0 0.0235024 0.0238981 0.0178224 0.0220966 0.0190128 0.0243988 0.0190197 0.0227463 0.021406 0.024287 0.0205978 0.024362 0.024512 0.0179595 0.0233719 0.0230866 0.0237536 0.0240704 0.0247482 0.0235147 0.0184946 0.0242473 0.0233372
internal_weight=0 2617 2405 332 523 212 1882 256 443 141 1795 130 1724 1383 157 302 229 341 482 901 160 105 156 185
internal_count=2949 2617 2405 332 523 212 1882 256 443 141 1795 130 1724 1383 157 302 229 341 482 901 160 105 156 185
is_linear=0
shrinkage=0.00201133


Tree=512
num_leaves=30
num_cat=0
split_feature=1 1 1 457 16 0 15 16 1 0 1 1 15 16 16 0 39 1 0 15 49 0 0 15 49 16 0 16 15
split_gain=1929.51 206.831 197.572 149.41 133.266 91.1999 62.0623 70.5997 60.7802 55.8772 54.8391 51.2619 32.0465 64.8848 30.4592 26.9797 26.8169 23.4963 21.4071 36.6174 22.7068 17.4214 11.3301 13.1218 10.0311 6.31199 5.34916 4.45171 1.11272
threshold=0.10932500000000002 0.13612500000000002 0.095920000000000019 0.081330000000000013 0.058875000000000004 -0.076734999999999984 0.025430000000000005 0.19384500000000002 0.11690500000000002 -0.14867499999999997 0.15559500000000001 0.084675000000000014 0.033605000000000003 0.08215500000000002 -0.052894999999999991 -0.13955999999999996 0.088025000000000006 0.076160000000000019 -0.10726999999999999 -0.10114499999999998 0.097940000000000013 -0.063509999999999983 -0.083804999999999977 -0.095814999999999997 0.095920000000000019 -0.33811499999999994 0.047640000000000009 -0.088099999999999984 0.099565000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 6 8 9 7 14 15 11 25 -1 13 -7 -4 -2 -10 21 19 -11 22 28 23 -20 26 -3 -15 -24 -14
right_child=1 10 3 -5 -6 12 -8 -9 16 18 -12 -13 17 24 -16 -17 -18 -19 20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30
leaf_value=0.012093864025510721 0.0043651404868898106 0.0023184349078445598 0.0072503155984952336 0.0040695258748075043 0.007433837622071263 0.0060048251891177962 0.0097633648526703025 0.0091273937338389333 0.0040360953288263177 0.0096261563197333391 8.750113243909966e-05 0.0093782566982728039 0.0086678959349267368 0.0083588807345022186 0.0050225754688335905 0.0065249140402135241 0.0020567295850120191 0.0099317324272021092 0.0089081406838548895 0.0071477361812544394 0.0082777074981562459 0.0072984857503037006 0.0085056254231830122 0.0097189315969343371 0.0078048096001277672 0.0033820609715915851 0.0093525509702228355 0.0092058710991889808 0.0091450850643109254
leaf_weight=70 61 57 74 63 88 80 71 70 87 58 54 73 56 55 55 58 59 73 125 65 102 52 53 589 77 58 58 456 52
leaf_count=70 61 57 74 63 88 80 71 70 87 58 54 73 56 55 55 58 59 73 125 65 102 52 53 589 77 58 58 456 52
internal_value=0 0.00403178 0.00883225 0.00721129 0.00501836 0.00909001 0.00794427 0.00729513 0.00421615 0.00935592 0.00197091 0.0107077 0.0082489 0.00771709 0.00630069 0.00541801 0.00323638 0.00886505 0.0092224 0.00831662 0.00930647 0.00837823 0.00939225 0.00957702 0.00843792 0.00285508 0.00886912 0.00913301 0.00889788
internal_weight=0 522 2427 333 353 2094 270 199 265 1591 169 143 503 270 129 119 146 233 1448 123 1325 160 1223 714 190 115 113 509 108
internal_count=2949 522 2427 333 353 2094 270 199 265 1591 169 143 503 270 129 119 146 233 1448 123 1325 160 1223 714 190 115 113 509 108
is_linear=0
shrinkage=0.00226508


Tree=513
num_leaves=21
num_cat=0
split_feature=4 2 12 2 2 3 2 14 3 4 43 3 12 3 4 52 157 150 40 13
split_gain=1752.03 470.297 198.512 134.505 182.188 127.017 95.3134 66.0079 63.9304 44.8727 42.9585 34.127 33.6969 44.4746 35.8009 31.1672 25.1167 18.8706 9.59384 5.6506
threshold=0.31392000000000003 0.12068000000000001 -1.0000000180025095e-35 -0.007134999999999999 0.093765000000000015 0.10402500000000002 0.153865 0.064610000000000015 -0.049204999999999992 -0.0053799999999999985 -1.0000000180025095e-35 0.11878500000000002 0.091345000000000023 -0.15041499999999997 0.028075000000000006 -0.032354999999999988 -0.080514999999999989 0.082085000000000019 -0.062739999999999976 -0.021089999999999994
decision_type=2 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 10 12 -3 -6 18 -12 13 -4 16 -10 -14 -15 -2 -16
right_child=6 8 5 4 9 -7 -8 -9 15 -11 11 -13 14 17 19 -17 -18 -19 -20 -21
leaf_value=0.0048650867726830801 0.0037431530650211559 0.0072942617067157135 0.0078950698966845801 0.011390117167275905 0.0052924245132856913 0.0069670365285073215 0.00091662688963449262 0.011510361365377747 0.0034613583612111516 0.008128051644227894 0.005940191657775676 0.0038156702356604592 0.0079954345579019061 0.0099800397102911033 0.0085614211947880811 0.0057842737210753786 0.009562603987735889 0.0091194734704214252 0.002464887456175856 0.0076512381647486742
leaf_weight=68 59 75 56 64 52 87 52 87 52 54 76 68 53 1066 86 58 593 137 53 53
leaf_count=68 59 75 56 64 52 87 52 87 52 54 76 68 53 1066 86 58 593 137 53 53
internal_value=0 0.00909153 0.0093437 0.00745371 0.00848903 0.00954649 0.00360442 0.00965179 0.00574376 0.00673721 0.00415029 0.00493711 0.00957267 0.00979369 0.00921815 0.00468638 0.00943406 0.00988206 0.00313847 0.00821454
internal_weight=0 2641 2456 238 170 2218 308 2131 185 106 256 144 2044 1259 785 110 646 1203 112 139
internal_count=2949 2641 2456 238 170 2218 308 2131 185 106 256 144 2044 1259 785 110 646 1203 112 139
is_linear=0
shrinkage=0.00217713


Tree=514
num_leaves=32
num_cat=0
split_feature=1 3 1 12 2 2 2 2 4 11 43 2 4 3 2 1 12 4 52 4 3 52 132 2 475 42 52 4 52 1 3
split_gain=2902.76 410.38 316.998 218.952 190.181 175.959 131.933 127.406 87.3277 82.4858 63.1679 59.7405 53.9366 44.9182 33.4275 31.7457 29.8512 25.72 25.8337 25.1716 15.8313 13.0688 12.3447 9.60296 10.7679 9.19686 10.5317 6.45616 6.42342 2.78288 2.48323
threshold=0.10921500000000002 -0.049204999999999992 0.095920000000000019 0.085845000000000019 0.14132000000000003 -1.0000000180025095e-35 0.11426500000000002 0.093070000000000014 -0.031159999999999997 0.074925000000000005 -0.013164999999999998 0.13084500000000002 0.046185000000000004 0.143375 0.17553000000000005 0.089605000000000018 0.087965000000000015 -0.0072149999999999992 0.042815000000000006 -0.013049999999999997 -0.11266 -0.08403999999999999 0.079320000000000015 0.08647500000000001 -0.080654999999999991 0.10045500000000002 0.10024500000000001 -0.008454999999999999 0.14873500000000003 0.10198500000000001 -0.081864999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 5 -3 -2 9 -4 15 -7 17 -10 -12 -6 20 -17 22 21 29 -1 -19 25 27 -25 26 -9 -22 -20 -5 -18
right_child=1 4 3 19 14 10 -8 11 12 -11 13 -13 -14 -15 -16 16 30 18 28 -21 23 -23 -24 24 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0075015863870553133 0.006956931646815016 -0.00010344958738008495 0.0065543778785808905 0.0079838376178642118 0.00013647174959958492 0.0016645767211133766 0.0031122475231892201 0.0080737227298647504 0.0018745332548043485 0.010692567785324472 0.0056990708311173213 0.0054038748932874799 0.0048104256405144211 0.0030690549901665359 -0.0021809415830083413 0.0063653483012484037 0.0085182576592892564 0.0073355772659465576 0.0084246503481179673 0.0065905318295666057 0.0087487633659019196 0.0060343359998750023 0.0089788336310710204 0.0090410489483621261 0.0083264101167485321 0.0086706428573483287 0.0070987493754774743 0.0093198562539496006 0.0074289899986751907 0.008654483953194533 0.0079661601703208441
leaf_weight=54 92 88 52 59 55 53 68 121 58 78 59 56 52 55 54 53 62 58 56 57 454 82 55 117 455 52 82 109 59 53 91
leaf_count=54 92 88 52 59 55 53 68 121 58 78 59 56 52 55 54 53 62 58 56 57 454 82 55 117 455 52 82 109 59 53 91
internal_value=0 0.00252984 0.00796122 0.006058 0.00130198 0.00229092 0.00532308 0.00826205 0.00431937 0.0085973 0.00355276 0.00746682 0.00326261 0.0044304 -0.0010114 0.00848013 0.00772068 0.00767125 0.00717818 0.00772449 0.00861169 0.00657358 0.00807676 0.00866448 0.00847263 0.0078821 0.00768 0.00885937 0.00791403 0.0083014 0.00819003
internal_weight=0 524 2425 331 364 255 160 2094 162 1473 167 621 110 114 109 1395 206 565 255 169 1189 140 310 1135 572 255 203 563 115 112 153
internal_count=2949 524 2425 331 364 255 160 2094 162 1473 167 621 110 114 109 1395 206 565 255 169 1189 140 310 1135 572 255 203 563 115 112 153
is_linear=0
shrinkage=0.00209259


Tree=515
num_leaves=25
num_cat=0
split_feature=4 2 39 51 14 2 2 159 14 4 2 159 2 10 4 133 2 4 42 48 51 50 2 4
split_gain=1756.33 592.871 298.259 176.185 145.8 126.642 110.852 106.203 64.5461 42.9047 34.9902 43.4468 41.3073 32.5037 30.8946 29.1582 26.0044 21.5369 18.9692 18.8819 17.1279 14.9297 13.7784 1.81461
threshold=0.31392000000000003 0.10859000000000001 0.0047850000000000011 0.086450000000000013 0.073890000000000011 -0.0050599999999999994 0.14744000000000002 0.051140000000000012 -0.41608999999999996 0.028075000000000006 0.091290000000000024 0.011235000000000002 0.076510000000000009 1.0000000180025095e-35 -0.47860499999999995 0.024980000000000006 0.12250500000000002 0.008570000000000003 0.083825000000000024 0.086895000000000014 -0.089214999999999989 0.11669000000000002 0.13881000000000002 0.061835000000000008
decision_type=2 2 2 2 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 10 -4 8 9 -2 18 12 14 17 16 -12 -16 -10 21 -3 20 -14 -1 -5 -19
right_child=6 3 5 22 -6 -7 -8 -9 13 -11 11 -13 19 -15 15 -17 -18 23 -20 -21 -22 -23 -24 -25
leaf_value=0.0097667896226749287 0.0064835650799767823 0.0084567909597221928 0.0042347460776581648 0.0054034127161617599 0.012363821750539841 0.0082039232100134668 0.0013546748106875233 0.0053135415429129374 0.0052053217788945146 0.0072941545583766008 0.010360868945244734 0.010512294823514168 0.0093688496956161431 0.002711259881386572 0.0081421818293405494 0.0092915502958442441 0.0034023148441437406 0.0088669065665453184 0.0099936462193606686 0.0092743632134978625 0.010328011331068879 0.0086372544007973957 0.0039414608173760322 0.0083168835388589876
leaf_weight=381 61 82 52 56 91 97 52 60 96 93 59 95 88 54 173 202 52 52 58 98 758 57 53 54
leaf_count=381 61 82 52 56 91 97 52 60 96 93 59 95 88 54 173 202 52 52 58 98 758 57 53 54
internal_value=0 0.00921563 0.00962449 0.00692004 0.00982279 0.00681885 0.00409228 0.00774854 0.00463347 0.00837549 0.00970814 0.00925428 0.00986947 0.00407467 0.00897886 0.00876137 0.00457198 0.00941862 0.00909364 0.0101293 0.0102283 0.00961985 0.00469276 0.00858691
internal_weight=0 2659 2257 402 2108 149 315 293 263 233 2017 529 1488 202 434 375 148 544 140 944 846 438 109 106
internal_count=2974 2659 2257 402 2108 149 315 293 263 233 2017 529 1488 202 434 375 148 544 140 944 846 438 109 106
is_linear=0
shrinkage=0.00205156


Tree=516
num_leaves=29
num_cat=0
split_feature=4 3 2 43 2 2 0 2 14 43 3 15 4 4 13 3 16 3 0 0 16 4 15 16 4 0 15 3
split_gain=2206.1 727.676 440.509 176.51 134.342 127.659 147.355 109.101 88.1682 79.3447 74.9268 53.248 53.4291 96.6684 38.1018 37.0367 34.4016 89.3859 34.3236 37.8277 27.8142 18.802 17.7717 18.84 16.5311 16.1469 11.976 10.3947
threshold=0.31392000000000003 -0.063569999999999974 0.10859000000000001 -0.040339999999999994 0.14744000000000002 0.14870000000000003 -0.10028499999999999 0.097005000000000022 0.076450000000000004 -0.085784999999999986 -0.14326499999999995 0.043560000000000008 -0.34140499999999996 -9.4999999999999992e-05 -0.0073899999999999999 0.0035100000000000005 0.3935300000000001 -0.095259999999999997 -0.076734999999999984 -0.10726999999999999 -0.08151499999999999 0.0049450000000000006 0.025430000000000005 0.26711500000000005 -0.080114999999999978 -0.084154999999999994 -0.048464999999999994 -0.095009999999999983
decision_type=2 2 2 2 2 2 2 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 9 10 6 -4 8 18 -3 -2 12 -5 -14 15 -12 17 -9 19 -1 -15 25 23 -20 -24 -21 -19 -18
right_child=4 2 5 11 -6 -7 -8 16 -10 -11 14 -13 13 20 -16 -17 27 26 22 21 -22 -23 24 -25 -26 -27 -28 -29
leaf_value=0.0097969911678428851 0.0071716095623111185 0.0099133871779682504 0.0048549196146491129 0.012318930946536568 0.00083802813748566022 0.0028294424529769018 0.0092290996836822091 0.0074226489884378901 0.014226870523604903 0.006245817791974962 0.0047150580375126556 0.013019148390328993 0.0073859234484556025 0.009882064922988704 0.0055264611881707176 0.0022185683942501509 0.011769696780111728 0.0099705600676140652 0.0090577396621855447 0.012108841220442007 0.011991100772644737 0.010695833840072047 0.012281763177421627 0.010955186408300659 0.010699815643992203 0.011560937917720841 0.011195579635549919 0.010484776405290094
leaf_weight=54 60 52 87 62 52 54 78 65 68 80 63 52 59 67 76 64 75 83 52 613 67 81 57 61 94 547 89 62
leaf_count=54 60 52 87 62 52 54 78 65 68 80 63 52 59 67 76 64 75 83 52 613 67 81 57 61 94 547 89 62
internal_value=0 0.0106982 0.00859037 0.00992563 0.00423181 0.00591364 0.00692286 0.0113913 0.0116501 0.00769081 0.00490273 0.0108864 0.0104514 0.0098514 0.00423201 0.00345718 0.0102656 0.009732 0.0115377 0.0116927 0.0109368 0.0117752 0.0107772 0.0100822 0.0112971 0.0118505 0.0106046 0.0111884
internal_weight=0 2659 658 439 315 219 165 2001 1627 132 263 307 255 193 203 127 374 237 1559 1295 134 1241 264 113 151 1160 172 137
internal_count=2974 2659 658 439 315 219 165 2001 1627 132 263 307 255 193 203 127 374 237 1559 1295 134 1241 264 113 151 1160 172 137
is_linear=0
shrinkage=0.00231039


Tree=517
num_leaves=27
num_cat=0
split_feature=1 1 12 124 1 51 12 15 0 15 0 1 0 51 150 15 0 12 12 124 15 15 12 15 402 0
split_gain=1685.26 388.686 230.44 130.991 95.9907 74.1159 64.3176 65.5524 72.1625 44.6367 108.489 75.1144 45.058 40.5929 29.3646 25.561 25.5547 21.2449 20.9481 16.8764 11.6894 11.5598 6.97979 5.85792 5.78069 5.63788
threshold=0.10404000000000001 0.12381000000000002 0.088365000000000013 -0.080429999999999988 0.15190500000000004 -0.031924999999999995 0.11755500000000001 0.025430000000000005 -0.14164999999999997 -0.14051999999999998 -0.105195 0.083670000000000008 -0.075804999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.087670000000000012 -0.11262999999999999 0.089210000000000025 0.099980000000000013 -0.0031349999999999993 -0.15300999999999995 -0.10328999999999998 0.086155000000000023 0.083540000000000017 0.097230000000000025 -0.085424999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 -1 5 -3 7 9 -9 16 11 -11 17 -14 21 23 -5 -12 -4 -7 -21 -2 -17 -10 -24 -25
right_child=1 4 18 6 -6 19 -8 8 15 10 12 -13 13 -15 -16 22 -18 -19 -20 20 -22 -23 24 25 -26 -27
leaf_value=0.0071188551480540797 0.0069706182565471841 0.0065291751192896562 0.0099649236814677699 0.012022353819255441 0.00079399796938918292 0.0024608442367964009 0.0079363929740253712 0.012852957665644604 0.011466610167020077 0.0093438480978774562 0.010468744086377341 0.0060698208042907903 0.0098016787952280721 0.0080362921835844328 0.0046169704686152436 0.010691675331396909 0.010014583681741357 0.0094795285892317095 0.0082420106979500841 0.0033180178364218562 0.0047852278388717537 0.0055896328563372673 0.0098099101277541855 0.011019874597228439 0.010506377902449182 0.010360215179653104
leaf_weight=92 71 57 97 58 53 57 83 62 57 72 379 78 159 124 89 69 82 168 62 63 54 60 467 125 75 161
leaf_count=92 71 57 97 58 53 57 83 62 57 72 379 78 159 124 89 69 82 168 62 63 54 60 467 125 75 161
internal_value=0 0.0056425 0.00717389 0.00982121 0.00359876 0.00424218 0.00993324 0.0100108 0.0104361 0.00962505 0.00945052 0.00764152 0.00977742 0.00902824 0.00564205 0.010279 0.0108466 0.010165 0.00929325 0.00349284 0.0039954 0.00633829 0.00999506 0.0107846 0.00990633 0.0106486
internal_weight=0 663 379 2311 284 231 2219 2136 1016 1120 980 150 830 283 220 954 140 547 159 174 117 131 611 343 542 286
internal_count=2974 663 379 2311 284 231 2219 2136 1016 1120 980 150 830 283 220 954 140 547 159 174 117 131 611 343 542 286
is_linear=0
shrinkage=0.00231039


Tree=518
num_leaves=18
num_cat=0
split_feature=4 2 124 13 49 14 0 15 2 4 13 2 2 15 0 16 13
split_gain=2981.87 1023.25 413.853 252.243 240.551 229.523 221.115 193.96 182.528 106.438 88.4184 83.6934 70.9736 65.2856 60.1604 56.7089 27.2562
threshold=0.31392000000000003 0.12068000000000001 -0.048219999999999992 -0.23438999999999996 -0.032624999999999994 0.073890000000000011 -0.13165999999999997 -0.10271999999999999 0.14744000000000002 0.0049450000000000006 -0.0073899999999999999 0.14073000000000005 0.086275000000000004 -0.42443999999999993 -0.079249999999999987 -0.5038649999999999 0.0014600000000000001
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 -3 6 7 -5 10 14 15 -6 -1 -12 -8 -2 -11
right_child=8 4 3 5 11 -7 9 -9 -10 16 13 -13 -14 -15 -16 -17 -18
leaf_value=0.017097548427748004 0.016362621754854458 0.014119891957175982 0.018126601804509257 0.022429520077526681 0.02003718086945264 0.024641456719567901 0.02232798433364757 0.018066348437395147 0.012217230745521585 0.021156988248082664 0.018519678008688034 0.016960764590563726 0.01968442801895446 0.015757795450274146 0.021619651875714071 0.014079018404472446 0.019727318184969769
leaf_weight=62 62 61 62 52 62 94 1087 97 52 258 58 56 82 56 632 87 54
leaf_count=62 62 61 62 52 62 94 1087 97 52 258 58 56 82 56 632 87 54
internal_value=0 0.0212654 0.021569 0.0217538 0.0170584 0.0218527 0.0217325 0.0195892 0.0153375 0.0218897 0.0159543 0.0185774 0.0185708 0.0171631 0.0220676 0.0150294 0.0209096
internal_weight=0 2659 2480 2336 179 2274 2180 149 315 2031 263 118 144 114 1719 149 312
internal_count=2974 2659 2480 2336 179 2274 2180 149 315 2031 263 118 144 114 1719 149 312
is_linear=0
shrinkage=0.00182172


Tree=519
num_leaves=30
num_cat=0
split_feature=1 3 2 12 2 2 2 2 1 1 3 0 12 13 2 9 12 475 52 52 12 3 3 159 51 3 13 3 3
split_gain=4083.13 791.993 316.068 294.052 273.485 235.647 160.111 159.063 114.52 102.495 81.7758 76.8634 69.0647 41.568 36.5346 34.1055 31.8132 28.9477 26.0114 49.7585 25.9028 20.3533 20.2975 14.8276 11.41 14.9435 6.88685 3.95224 6.68222
threshold=0.10509 -0.057749999999999989 0.15000000000000002 -0.032329999999999991 0.11426500000000002 -1.0000000180025095e-35 0.10605000000000002 0.098655000000000007 0.09258000000000001 0.089245000000000005 -0.14326499999999995 -0.098429999999999976 0.11819000000000002 -0.0015099999999999998 0.08895500000000002 -0.075899999999999981 0.10125500000000003 -0.067819999999999978 0.048245000000000003 -0.082894999999999983 -0.079404999999999989 -0.097574999999999981 -0.087284999999999988 0.024100000000000003 1.0000000180025095e-35 -0.016294999999999994 -0.047934999999999992 -0.081284999999999982 -0.07792499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 8 16 15 -7 9 -1 10 -5 -11 17 20 24 -3 -2 -9 19 -19 -8 -16 -13 -23 25 -12 -20 -24 -29
right_child=1 2 -4 7 -6 6 13 12 -10 11 14 22 -14 -15 21 -17 -18 18 26 -21 -22 23 27 -25 -26 -27 -28 28 -30
leaf_value=0.024102917761002235 0.024863767042496012 0.016910823471058625 0.01341555109625913 0.027970597542253613 0.019036495419735764 0.02281174431769982 0.018827661278198505 0.026177265322101576 0.020305870980879839 0.022350830500788059 0.02617989455361365 0.023983544050953955 0.02228561719587124 0.019732703659142363 0.024227780105480906 0.014472165127885978 0.022827730257773009 0.0248642722202451 0.024689591160862244 0.02251173955341304 0.016728436504005299 0.025417296260600533 0.025993524527101696 0.026487785026742056 0.025410679402623326 0.027323443549175229 0.025718128870992934 0.024662214616935733 0.025605528570337155
leaf_weight=82 98 53 70 96 70 53 52 53 65 52 751 52 63 86 56 52 55 102 61 69 56 336 54 73 81 57 62 52 112
leaf_count=82 98 53 70 96 70 53 52 53 65 52 751 52 63 86 56 52 55 102 61 69 56 336 54 73 81 57 62 52 112
internal_value=0 0.0192786 0.017559 0.0253474 0.0225326 0.018383 0.019522 0.0255443 0.0224241 0.0258217 0.0260639 0.024731 0.0243453 0.0186231 0.0259287 0.0157033 0.024132 0.0247191 0.0244562 0.0239151 0.0177394 0.0254422 0.0251893 0.0256084 0.0261832 0.0262606 0.0252082 0.0254768 0.0253066
internal_weight=0 645 422 2329 223 352 247 2182 147 1772 1450 322 410 194 1354 105 153 347 294 171 108 465 270 409 889 808 123 218 164
internal_count=2974 645 422 2329 223 352 247 2182 147 1772 1450 322 410 194 1354 105 153 347 294 171 108 465 270 409 889 808 123 218 164
is_linear=0
shrinkage=0.00213444


Tree=520
num_leaves=25
num_cat=0
split_feature=4 3 39 4 10 3 3 48 4 10 3 3 0 160 15 3 0 0 159 52 160 4 3 15
split_gain=1947.59 576.145 366.258 119.594 99.361 79.8478 54.2219 50.2448 46.0632 46.0229 36.4999 44.2091 29.5826 43.4434 43.3616 28.5655 25.5549 44.6018 21.996 25.6582 24.009 19.8815 18.029 2.20854
threshold=0.31392000000000003 0.28833000000000003 0.08252000000000001 0.028075000000000006 -1.0000000180025095e-35 -0.14326499999999995 -0.07249499999999999 0.089775000000000008 -0.39175499999999991 -1.0000000180025095e-35 0.13772500000000001 0.040040000000000006 -0.083564999999999987 -0.080384999999999984 0.043560000000000008 -0.14186499999999996 -0.10726999999999999 -0.082914999999999975 0.084685000000000024 -0.0014699999999999997 -1.0000000180025095e-35 -0.49269499999999994 -0.095259999999999997 -0.097794999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -2 12 -6 -8 -7 11 -11 15 14 -14 -1 -10 -18 19 -5 -21 -15 -17 -22
right_child=5 -3 4 18 7 9 8 -9 16 10 -12 -13 13 21 -16 22 17 -19 -20 20 23 -23 -24 -25
leaf_value=0.013681874906368456 0.0065334612194608115 0.0027965130780070522 0.0045338708145822807 0.0081533574914786668 0.0096381903532575964 0.0013514187031644538 0.012280919540826326 0.0065660163982668839 0.0088963389704217813 0.0035155626352612215 0.0021386347209923834 0.0064246680078649671 0.0082458690999514441 0.01282293640132128 0.011375414607777783 0.010269550764682361 0.012319873342368486 0.0097754456312565026 0.010799519604662492 0.010964581225119941 0.0095314094315477813 0.011260913635758527 0.011836369625182875 0.0088210700284314589
leaf_weight=52 62 61 55 84 97 60 71 54 95 95 56 53 62 58 54 52 62 163 88 76 52 654 632 68
leaf_count=52 62 61 55 84 97 60 71 54 95 95 56 53 62 58 54 52 62 163 88 76 52 654 632 68
internal_value=0 0.0105437 0.0107306 0.0110197 0.00747032 0.00392797 0.0112709 0.00853971 0.0104205 0.00331597 0.00389365 0.00455752 0.0114834 0.0111521 0.00970296 0.0118561 0.0100076 0.0104767 0.00968512 0.00933478 0.00984096 0.0113882 0.0117173 0.00912911
internal_weight=0 2590 2529 2323 206 326 1955 151 391 264 204 148 1564 828 116 736 320 225 368 280 196 712 684 120
internal_count=2916 2590 2529 2323 206 326 1955 151 391 264 204 148 1564 828 116 736 320 225 368 280 196 712 684 120
is_linear=0
shrinkage=0.00255085


Tree=521
num_leaves=25
num_cat=0
split_feature=3 3 9 42 3 3 3 9 3 160 12 52 12 52 3 0 475 159 12 160 0 150 3 12
split_gain=81.877 28.7482 21.738 25.1886 20.2328 40.4742 12.7624 11.295 12.8008 35.0184 12.5843 11.687 10.5793 14.8414 9.55495 8.69848 7.62677 7.0479 7.66268 5.50362 4.99474 10.7935 3.01273 1.35015
threshold=-0.049204999999999992 0.31351000000000001 -1.0000000180025095e-35 0.10288500000000002 0.10766000000000002 0.12745000000000004 0.41720500000000005 1.0000000180025095e-35 -0.09738999999999999 -0.053494999999999994 0.083865000000000009 -0.090304999999999983 -1.0000000180025095e-35 -0.070529999999999995 0.091085000000000013 -0.088329999999999978 -0.080654999999999991 0.11396500000000001 0.083815000000000014 -0.083654999999999993 -0.10071499999999999 0.084360000000000004 -0.082634999999999986 0.095330000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 12 -6 -3 8 9 -1 -11 23 13 -4 -14 -13 19 18 -18 -10 -20 -22 -21 -12
right_child=1 6 3 -5 5 -7 -8 -9 16 10 11 15 14 -15 -16 -17 17 -19 20 22 21 -23 -24 -25
leaf_value=0.0030704300655300804 0.0024885916657714797 0.0002572481160050167 0.0042343226486188197 0.0025976613020488345 0.0010217090752228564 0.0070775886507897538 0.0041824081878576239 0.0097109083319624166 0.0071383674479827209 0.0094381757009322862 0.0085472092166339574 0.0034610126841990987 0.0091703959149903938 0.0075023696306768077 0.006517410335165872 0.006569977374575247 0.0090300937612824428 0.0052904127631955098 0.005744699544118494 0.0082836779209338931 0.0070946855865624998 0.0097898649438602024 0.010136703422656381 0.0072441851185043177
leaf_weight=96 77 56 88 74 66 84 55 55 78 61 52 52 97 99 86 72 74 67 84 66 1214 52 54 57
leaf_count=96 77 56 88 74 66 84 55 55 78 61 52 52 97 99 86 72 74 67 84 66 1214 52 54 57
internal_value=0 0.00493117 0.00538243 0.00575746 0.006207 0.00441341 0.0022027 0.00711996 0.00705139 0.0061056 0.00709646 0.00648313 0.00693396 0.0059648 0.00792398 0.00526672 0.00726974 0.00712777 0.00721418 0.00833849 0.00711459 0.00720544 0.00911805 0.00786638
internal_weight=0 782 671 594 520 150 111 2134 2079 390 294 233 370 187 183 124 1689 1491 1424 198 1350 1266 120 109
internal_count=2916 782 671 594 520 150 111 2134 2079 390 294 233 370 187 183 124 1689 1491 1424 198 1350 1266 120 109
is_linear=0
shrinkage=0.00578584


Tree=522
num_leaves=25
num_cat=0
split_feature=3 2 2 2 2 0 16 14 2 3 3 16 2 0 16 2 43 11 2 3 2 2 47 0
split_gain=1989.61 595.027 410.997 330.129 351.562 134.094 108.967 98.8708 79.6391 67.8623 67.6797 67.6435 63.5581 58.802 54.513 40.0468 32.801 34.7436 21.322 21.0081 16.6386 11.7797 15.8119 10.9671
threshold=-0.053364999999999996 0.14132000000000003 0.12068000000000001 -1.0000000180025095e-35 0.10433000000000002 -0.12851999999999997 -0.39761999999999992 0.073890000000000011 0.16993500000000003 -0.086064999999999989 -0.13827999999999999 -0.090964999999999976 0.079770000000000021 -0.076734999999999984 -0.0038249999999999998 0.095965000000000009 -0.116045 1.0000000180025095e-35 0.09036000000000001 -0.08867499999999999 0.11693000000000002 0.090020000000000017 0.102035 -0.084629999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 11 12 20 10 13 -3 -4 -1 -2 -5 15 18 21 -15 19 -14 -18 -6 22 -8 -23
right_child=1 8 9 4 5 -7 7 -9 -10 -11 -12 -13 14 16 -16 -17 17 -19 -20 -21 -22 23 -24 -25
leaf_value=0.0072793671201653275 0.0028588672175626387 0.0041516377604983168 0.0048418589640262357 0.0078087771060514725 0.0056903820789189867 0.0082538060814620166 0.011367480037837305 0.013757255570046978 0.00085866812446480265 0.0082130996019190231 0.010350833586612707 0.005841825803347577 0.010549152561695205 0.008722861656726047 0.011684956742875877 0.0096438830403839364 0.0090031573328922445 0.011819648725040117 0.008819016881544281 0.010408587564448742 0.0042082028427436434 0.01007672276862185 0.010206864529047238 0.011138935623946014
leaf_weight=60 59 69 53 53 80 103 978 56 65 56 72 84 56 56 91 79 57 72 78 334 61 74 57 113
leaf_count=60 59 69 53 53 80 103 978 56 65 56 72 84 56 56 91 79 57 72 78 334 61 74 57 113
internal_value=0 0.00665807 0.0106112 0.00748492 0.00827211 0.00640213 0.0108303 0.0109623 0.00255447 0.00657408 0.00895489 0.00461125 0.00991331 0.0108762 0.0104089 0.0111188 0.0102682 0.0104551 0.00954223 0.0102038 0.00504932 0.0112141 0.0113036 0.0107187
internal_weight=0 799 2117 665 522 244 2008 1876 134 109 132 143 278 1820 225 1301 519 463 134 391 141 1222 1035 187
internal_count=2916 799 2117 665 522 244 2008 1876 134 109 132 143 278 1820 225 1301 519 463 134 391 141 1222 1035 187
is_linear=0
shrinkage=0.00213444


Tree=523
num_leaves=23
num_cat=0
split_feature=1 1 12 1 12 14 3 10 12 3 52 3 16 12 16 1 12 50 16 1209 49 16
split_gain=1968.76 436.926 307.927 80.9636 102.812 70.3997 69.5664 60.5446 51.4732 55.6802 48.5249 40.4053 34.412 29.5897 29.4298 30.1945 28.0812 21.1489 50.6135 12.714 9.85805 8.01659
threshold=0.10404000000000001 0.13654500000000003 0.085075000000000026 0.092395000000000019 -1.0000000180025095e-35 0.064610000000000015 -0.12077499999999998 -0.088499999999999981 0.11878500000000002 0.091085000000000013 -0.091869999999999993 -0.082824999999999982 0.022165000000000004 0.092085000000000014 -0.042884999999999993 0.11230000000000001 -0.042789999999999988 0.021890000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.095920000000000019 -0.42607499999999993
decision_type=2 2 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 6 -1 -3 9 13 -4 -12 14 19 15 -2 -9 18 -6 -8 -15 -17
right_child=1 7 10 4 17 -7 8 16 -10 -11 11 -13 -14 20 -16 21 -18 -19 -20 -21 -22 -23
leaf_value=0.0073621232014212763 0.0058447175982365169 0.00021786904594466323 0.0094380543886356198 0.0054260310938867599 0.0069326822481403849 0.011176640122787445 0.0094995009878062805 0.0019080977991017549 0.0072228817219432469 0.0074522471526811086 0.0058009355047616657 0.008294712654781362 0.0060277498395132131 0.0091028187013721569 0.002808893928832355 0.0034924343798533558 0.0039416753269615416 0.0095355933866090609 0.0093105394317576952 0.010364037720905318 0.0083744133837575611 0.0045720425891506919
leaf_weight=95 62 56 72 56 77 81 1108 64 56 71 52 69 61 332 52 64 60 80 87 84 115 62
leaf_count=95 62 56 72 56 77 81 1108 64 56 71 52 69 61 332 52 64 60 80 87 84 115 62
internal_value=0 0.00490754 0.00594493 0.00906793 0.00803536 0.00922744 0.00914258 0.00206036 0.00923835 0.00930434 0.00804958 0.0072232 0.00459535 0.00938456 0.00423119 0.00462447 0.00289227 0.00863413 0.00819425 0.00956044 0.00891547 0.00402385
internal_weight=0 674 494 2242 300 1942 1861 180 1766 1710 193 121 301 1639 240 188 124 244 164 1192 447 126
internal_count=2916 674 494 2242 300 1942 1861 180 1766 1710 193 121 301 1639 240 188 124 244 164 1192 447 126
is_linear=0
shrinkage=0.00213444


Tree=524
num_leaves=29
num_cat=0
split_feature=1 1 52 2 2 39 2 1 14 147 2 43 15 133 15 40 2 13 15 39 48 51 42 42 2 133 2 15
split_gain=2145.16 441.752 229.101 143.121 165.146 128.923 70.0796 67.1359 63.8304 57.5129 44.7705 31.2338 25.3642 33.6462 37.5686 22.7127 20.5431 20.0986 19.8421 19.5632 17.8028 15.2411 10.0295 9.32446 14.9194 13.8564 5.85832 4.5247
threshold=0.10404000000000001 0.13612500000000002 -0.41694999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 0.055555000000000007 0.099845000000000003 0.09258000000000001 0.064610000000000015 0.086295000000000011 0.17990500000000001 -1.0000000180025095e-35 0.025430000000000005 -0.0054649999999999985 -0.098139999999999991 -0.061244999999999994 0.123795 -0.0042049999999999995 0.084785000000000013 0.089665000000000009 0.083540000000000017 0.078960000000000016 0.088380000000000014 0.079335000000000003 0.11183000000000003 0.092215000000000005 0.10433000000000002 0.08375500000000001
decision_type=2 2 2 2 2 2 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 6 8 -7 9 12 19 15 13 14 -1 -5 20 -13 27 -3 23 -15 -20 24 26 -25 -8 -14
right_child=1 10 3 11 -6 7 16 -9 -10 -11 -12 17 18 21 -16 -17 -18 -19 22 -21 -22 -23 -24 25 -26 -27 -28 -29
leaf_value=0.01094878945500577 0.011368780191274925 0.0042851592131995016 0.0058246687834988438 0.0054804872489968414 0.010542474615758687 0.010048766558398637 0.010097340947137656 0.0063988893754891221 0.013381787976163713 0.0087545279359986846 0.00087648011197587769 0.0049167447275722982 0.012903239287306772 0.011280809538708133 0.0082118902866100529 0.0032543303177029145 0.0087762784163472676 0.0067636407210885209 0.011575490645126816 0.0023673340807655249 0.0090886294920385843 0.010316485185659854 0.010986593454516287 0.011908008380430903 0.0091593510282571462 0.010216644295787475 0.011200771664172606 0.011988447007765446
leaf_weight=64 65 77 86 53 87 66 52 53 76 58 53 55 52 518 54 54 59 92 406 52 57 118 293 60 54 54 63 85
leaf_count=64 65 77 86 53 87 66 52 53 76 58 53 55 52 518 54 54 59 92 406 52 57 118 293 60 54 54 63 85
internal_value=0 0.00595802 0.00714658 0.0065038 0.00819736 0.0108691 0.0110062 0.00842341 0.0112173 0.0111175 0.00274486 0.00535021 0.0112037 0.010882 0.00969653 0.00435725 0.010094 0.0060728 0.0114938 0.00351228 0.0103226 0.0111019 0.0113287 0.010571 0.0102093 0.0111071 0.0107021 0.0123359
internal_weight=0 674 492 427 173 2242 2123 119 1724 1648 182 254 1590 754 118 107 399 147 836 129 340 636 699 283 169 114 115 137
internal_count=2916 674 492 427 173 2242 2123 119 1724 1648 182 254 1590 754 118 107 399 147 836 129 340 636 699 283 169 114 115 137
is_linear=0
shrinkage=0.00241377


Tree=525
num_leaves=26
num_cat=0
split_feature=1 1 12 39 14 2 2 1 12 0 160 49 12 2 52 1 1 52 1 159 12 0 1456 15 131
split_gain=3204.98 613.842 508.104 200.692 132.968 122.979 102.025 84.3109 71.74 70.16 63.6971 55.1863 45.9445 44.5501 36.5497 28.1632 23.6207 23.3534 22.216 17.9068 12.6642 11.6062 18.0254 10.3145 3.65402
threshold=0.10398500000000001 0.13546500000000003 0.088745000000000004 0.0039300000000000003 0.073890000000000011 0.16730000000000003 0.091290000000000024 0.09258000000000001 0.10595000000000002 -0.105195 -0.064339999999999994 -0.013914999999999999 -0.041014999999999989 0.11366500000000002 -0.11263999999999999 0.11669000000000002 0.10801000000000001 -0.072144999999999987 0.091725000000000015 0.018290000000000004 0.099680000000000005 -0.085674999999999987 0.056265000000000009 -0.055184999999999991 0.082750000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 6 12 9 -5 17 -1 -2 -8 -3 19 -15 16 -12 -4 21 20 -13 23 -23 -11 -20
right_child=1 5 8 7 -6 -7 11 -9 -10 18 15 13 -14 14 -16 -17 -18 -19 24 -21 -22 22 -24 -25 -26
leaf_value=0.0076857978648553846 0.0051485180372562601 0.0010332422095418335 0.0093630332918010779 0.0079501182602311447 0.011446989696674648 -0.0014159154680409565 0.0068480471572204254 0.0048179689827408364 0.0059042649782746707 0.0094480774295434417 0.0027091292353047243 0.0088673476459500168 0.0034274399510082431 0.0088142316152764223 0.0066663701396226264 0.0023081357558495256 0.0044071454119809705 0.0076921891927947709 0.0085243263156146182 0.0096045509373766658 0.0080984772724506278 0.0092572279282713762 0.010475074820045205 0.010044674444089859 0.0091205705271611183
leaf_weight=96 82 72 69 79 89 57 80 58 56 205 54 318 55 52 76 96 78 62 99 97 114 552 52 256 70
leaf_count=96 82 72 69 79 89 57 80 58 56 205 54 318 55 52 76 96 78 62 99 97 114 552 52 256 70
internal_value=0 0.00406719 0.00520632 0.00893907 0.00908615 0.000990193 0.00898449 0.00662425 0.00777351 0.00931075 0.00365766 0.00839568 0.00207027 0.0085841 0.0075391 0.00312137 0.00371266 0.00857241 0.00943715 0.00883691 0.0086645 0.00954277 0.00936211 0.00977942 0.00877142
internal_weight=0 681 497 2293 2156 184 2067 137 187 1330 310 737 127 657 128 228 132 131 1234 529 432 1065 604 461 169
internal_count=2974 681 497 2293 2156 184 2067 137 187 1330 310 737 127 657 128 228 132 131 1234 529 432 1065 604 461 169
is_linear=0
shrinkage=0.00197189


Tree=526
num_leaves=16
num_cat=0
split_feature=4 2 43 11 2 2 159 16 1375 484 2 16 42 43 4
split_gain=111.464 40.8111 33.4914 30.1182 38.2742 34.6009 21.543 24.4861 17.349 16.8364 17.2558 10.3391 9.65724 8.44096 3.5908
threshold=0.27258000000000004 0.14253500000000002 -0.084059999999999982 1.0000000180025095e-35 0.095850000000000005 -0.0098549999999999974 0.086055000000000006 -0.48652999999999996 -0.15824499999999997 0.091180000000000011 0.098655000000000007 0.51165500000000008 0.083385000000000015 0.041625000000000002 -0.021269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 -1 7 -4 -7 10 13 -12 -11 -10 -14
right_child=2 -3 6 4 -6 8 -8 -9 9 12 11 -13 14 -15 -16
leaf_value=0.0040189837135880899 -0.00038183931819932228 0.0034667970779778856 0.0063360990133761374 0.014285648063418484 0.0078091805896862831 0.0044646543060742104 0.0080236448386101864 0.0013331209519534494 0.0088918638541758584 0.013152370467308879 0.0067337088464147991 0.0099228132890303907 0.0081947365995628102 0.0075086090776936617 0.010768249536644414
leaf_weight=89 65 81 94 93 83 52 86 94 1386 52 387 56 52 251 53
leaf_count=89 65 81 94 93 83 52 86 94 1386 52 387 56 52 251 53
internal_value=0 0.00831096 0.00408907 0.00846456 0.0112318 0.00825972 0.00514996 0.003835 0.00842458 0.00851659 0.00835126 0.00713701 0.0107065 0.00867982 0.00949445
internal_weight=0 2635 339 2554 176 2378 274 188 2289 2237 2080 443 157 1637 105
internal_count=2974 2635 339 2554 176 2378 274 188 2289 2237 2080 443 157 1637 105
is_linear=0
shrinkage=0.00692968


Tree=527
num_leaves=29
num_cat=0
split_feature=1 1 2 11 51 150 1 151 15 51 0 2 0 1 0 51 2 0 15 15 0 1 1454 0 0 130 1375 15
split_gain=105.189 36.5133 23.8658 54.4464 21.6786 19.1172 20.0155 12.6333 10.9165 10.8376 9.65632 18.8559 11.1425 16.0013 11.6613 7.635 7.01786 9.76175 6.96167 8.64717 6.78884 8.00891 6.31433 6.23434 4.32408 3.94492 3.66395 1.71282
threshold=0.11690500000000002 0.15390500000000004 0.095850000000000005 0.077330000000000024 -0.064959999999999976 0.082085000000000019 0.10455000000000002 -0.056409999999999995 -0.084904999999999994 -0.21875499999999998 -0.076734999999999984 -0.007134999999999999 -0.10298499999999998 0.087055000000000007 -0.15445999999999996 0.046060000000000011 0.10155500000000002 -0.071379999999999985 -0.18498499999999998 -0.43587999999999999 -0.024974999999999997 0.090435000000000015 0.08141000000000001 -0.13619499999999998 -0.089949999999999988 -0.067864999999999995 -0.066804999999999989 0.091490000000000016
decision_type=2 2 2 2 2 2 2 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 10 -2 6 9 -6 -7 -4 12 -12 13 14 -1 16 17 -11 19 -9 21 -13 25 -8 -18 -14 -27 -23
right_child=1 -3 5 -5 7 8 23 18 -10 15 11 20 22 -15 -16 -17 24 -19 -20 -21 -22 27 -24 -25 -26 26 -28 -29
leaf_value=0.0076696413508047061 0.0055170471266129152 -0.0017487518437162297 0.0071166425577576528 0.0099938543645293389 -3.9907222090798777e-05 0.00078916410006745212 0.0016104984732012886 0.0034459665073978112 0.0042719751809678309 0.004979605862085755 0.0018871352536922134 0.0036653741010747661 0.0072864961472976419 0.0022778121723060788 0.0042503562149419109 0.0066799083458371315 0.00420579886074148 0.0019530132066471928 0.0041712971284844549 0.00052998047081514738 0.0071611824196582963 0.0065008042433583567 0.0042395570882794217 0.0042184963483832905 0.0058115976664728595 0.0073901930108950173 0.0059546848657324198 0.005225246084960806
leaf_weight=52 86 52 99 90 52 52 54 67 55 81 55 85 80 60 69 78 70 52 84 55 52 60 56 55 175 56 1025 67
leaf_count=52 86 52 99 90 52 52 54 67 55 81 55 85 80 60 69 78 70 52 84 55 52 60 56 55 175 56 1025 67
internal_value=0 0.00250488 0.00552056 0.00586304 0.00314804 0.0047178 0.00506222 0.00235814 0.00257994 0.00548146 0.00564648 0.00479029 0.00584181 0.00457945 0.00572028 0.00512633 0.00480559 0.00379671 0.00296376 0.00213186 0.0053949 0.00496138 0.00602951 0.00292699 0.00535304 0.0061158 0.0060291 0.00582833
internal_weight=0 396 2578 1807 344 771 664 258 107 555 1717 319 1398 181 121 456 378 133 206 122 264 212 1217 109 245 1161 1081 127
internal_count=2974 396 2578 1807 344 771 664 258 107 555 1717 319 1398 181 121 456 378 133 206 122 264 212 1217 109 245 1161 1081 127
is_linear=0
shrinkage=0.00544725


Tree=528
num_leaves=21
num_cat=0
split_feature=1 3 10 3 131 48 1 457 39 15 0 457 0 0 16 133 130 42 1 15
split_gain=72.7641 28.5524 20.7787 19.7938 14.6486 11.796 11.4935 21.5057 16.788 21.7707 25.8459 13.3001 10.7732 8.007 11.1426 12.6882 5.82769 5.48555 4.8141 2.50564
threshold=0.11690500000000002 0.28833000000000003 -1.0000000180025095e-35 0.11745500000000002 0.09135500000000002 0.11362000000000001 0.086005000000000012 0.079020000000000021 0.085190000000000016 0.086115000000000011 -0.10462499999999998 0.048870000000000004 -0.084864999999999982 -0.14755499999999996 -0.071129999999999985 0.046800000000000008 0.10378500000000002 0.082115000000000007 0.12313000000000002 -0.13843999999999998
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 18 6 11 8 9 10 -8 13 -11 -1 16 -16 -15 -13 -4 -20
right_child=1 -3 4 -5 -6 -7 7 -9 -10 12 -12 17 -14 14 15 -17 -18 -19 19 -21
leaf_value=0.0066926394669589969 -8.3854268329139318e-05 -0.00052186392722445543 0.0058582091592164669 0.0021177201691203905 0.0011966698969098322 0.0075137686026177757 0.00068031615194207799 0.00176667411967113 0.0076675847145136859 0.0078994267348956697 0.0042569180727992963 0.0082573620873034465 0.0050270737644367187 0.0055125270708446935 0.0034535308167328292 0.0049821018398835716 0.0038223254815581142 0.0057094923571861401 0.0031500183703761023 0.0047305381123728786
leaf_weight=80 56 96 58 87 56 53 83 98 53 52 297 55 218 656 298 421 73 54 69 61
leaf_count=80 56 96 58 87 56 53 83 98 53 52 297 55 218 656 298 421 73 54 69 61
internal_value=0 0.00216659 0.0030271 0.00477503 0.00374133 0.00486781 0.00481027 0.00425376 0.00460038 0.00435019 0.00347587 0.00508253 0.00558049 0.00494602 0.00484948 0.00434865 0.00534336 0.00699567 0.004499 0.00389211
internal_weight=0 396 300 2578 244 2491 2438 801 703 650 380 1637 270 1528 1448 719 729 109 188 130
internal_count=2974 396 300 2578 244 2491 2438 801 703 650 380 1637 270 1528 1448 719 729 109 188 130
is_linear=0
shrinkage=0.00566488


Tree=529
num_leaves=27
num_cat=0
split_feature=1 1 12 3 0 1 1 4 13 12 0 160 0 4 3 13 15 4 4 0 1 1 12 3 13 39
split_gain=1661.65 352.8 291.706 83.3761 85.1916 73.6151 71.247 69.7426 68.7962 45.4896 44.6576 41.8643 36.2268 34.0892 33.7101 32.3879 31.735 26.3366 21.8136 21.3093 19.038 41.2246 15.1833 10.8321 4.3091 2.52631
threshold=0.10398500000000001 0.13612500000000002 0.088745000000000004 -0.066789999999999974 -0.14259999999999998 0.087225000000000011 0.15099500000000002 0.23355000000000001 -0.00027999999999999998 0.081685000000000021 -0.15184499999999998 -0.064339999999999994 -0.10228499999999999 0.0060300000000000015 -0.14186499999999996 -0.071104999999999988 -0.088484999999999994 -0.060239999999999995 -0.040394999999999993 -0.062394999999999999 0.10801000000000001 0.11657000000000002 0.092605000000000007 -0.081224999999999978 -0.085234999999999991 0.088585000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 -1 10 15 18 -7 -6 -5 -2 -10 14 -11 -3 -12 -18 -4 23 -13 -22 24 -16 -15 -23
right_child=1 6 7 5 9 8 -8 -9 12 13 16 20 -14 22 19 -17 17 -19 -20 -21 21 25 -24 -25 -26 -27
leaf_value=0.0094096911229089673 0.0046631566416855969 0.0013731079032866134 0.0082568150515078299 0.008755591130262223 0.0055491269002488118 0.0040636135135626462 -0.00031082946413788149 0.004646977721975044 0.005339703977779363 0.0088507401609080813 0.007881748467779651 0.0020403110777124974 0.0075875009163709171 0.0067700187042031281 0.0076111992497336547 0.0034410455520302863 0.007184913228729853 0.0056476854318409063 0.0066485028293660894 0.0063720577327532396 0.0044371862982338561 0.0028630550416154071 0.0061028067809146755 0.0072370967929163066 0.007569263007527657 0.0022532415959562423
leaf_weight=79 83 64 53 52 52 72 60 53 52 67 69 54 57 52 914 52 75 97 81 68 77 52 99 436 52 52
leaf_count=79 83 64 53 52 52 72 60 53 52 67 69 54 57 52 914 52 75 97 81 68 77 52 99 436 52 52
internal_value=0 0.00378222 0.00460892 0.00724331 0.00743277 0.00651621 0.00141002 0.00653728 0.00554019 0.00734301 0.00711907 0.00347488 0.00651535 0.00739826 0.00750059 0.00230029 0.00676588 0.00631811 0.00728478 0.00743678 0.00305511 0.00335775 0.00664957 0.00749039 0.00716984 0.00255835
internal_weight=0 681 505 2293 1819 474 176 187 181 1740 293 318 109 1688 1485 116 241 172 134 1418 235 181 203 1350 104 104
internal_count=2974 681 505 2293 1819 474 176 187 181 1740 293 318 109 1688 1485 116 241 172 134 1418 235 181 203 1350 104 104
is_linear=0
shrinkage=0.00194554


Tree=530
num_leaves=30
num_cat=0
split_feature=1 3 1 1 16 160 16 51 15 3 159 13 1 47 1 160 15 3 3 3 49 13 475 15 15 151 1213 15 43
split_gain=2321.71 343.549 209.354 161.501 139.772 86.098 76.1751 60.5045 51.8463 66.3526 42.3273 35.3756 35.1175 33.4576 36.6785 31.1593 29.4008 126.465 66.7013 27.9208 25.8799 19.0237 17.8973 12.8178 11.1612 8.94882 7.16807 6.65387 5.23379
threshold=0.108865 -0.057749999999999989 0.096315000000000026 0.15099500000000002 0.26411500000000004 -1.0000000180025095e-35 -0.27637999999999996 0.11578500000000001 -0.15300999999999995 -0.074084999999999998 0.082975000000000007 -0.034484999999999995 0.10075500000000003 0.083670000000000008 0.11690500000000002 -0.063889999999999988 0.039965000000000007 -0.12077499999999998 -0.13117499999999996 0.084670000000000009 0.09778000000000002 -0.00027999999999999998 -0.0034549999999999993 0.091285000000000019 -0.074729999999999977 -0.090364999999999987 -0.07032999999999999 -0.011749999999999998 0.021175000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 8 7 5 -4 -2 13 -1 16 19 -8 -7 14 -3 -16 17 -10 -18 20 21 -11 27 28 -14 -24 -25 -19 -20
right_child=1 3 4 -5 -6 12 11 -9 9 10 -12 -13 24 -15 15 -17 18 22 23 -21 -22 -23 25 26 -26 -27 -28 -29 -30
leaf_value=0.01155898207394058 0.0051409787051211655 0.0048145077231037583 0.0094465826647415017 9.6132247655906166e-05 0.010533933643341771 0.007841178397006059 0.0093498278126420576 0.0062375415272508507 0.0073127330549472916 0.009040279613128914 0.010411685330569694 0.0069598296970686795 0.0051670022473166276 0.0052681276426594838 0.0041464734161149657 0.0021085233376715224 0.012341884415203411 0.010850525630152276 0.010406259731688253 0.0077700902582837237 0.0077900318981452563 0.010377684887790712 0.010644256586818474 0.010445839649036996 0.0064971275000241203 0.009690632624295363 0.0095493305629313179 0.0099492742048792552 0.0097931210685989981
leaf_weight=83 52 57 57 52 75 54 62 53 87 160 94 52 65 52 52 100 68 140 470 90 53 70 52 52 52 353 198 52 75
leaf_count=83 52 57 57 52 75 54 62 53 87 160 94 52 65 52 52 100 68 140 470 90 53 70 52 52 52 353 198 52 75
internal_value=0 0.00473598 0.0096645 0.00358071 0.00800568 0.00717392 0.00728299 0.00415771 0.00990418 0.00983597 0.0091303 0.00825985 0.00641623 0.00373528 0.00335379 0.00280587 0.010049 0.00971788 0.0103114 0.00880732 0.0091371 0.00944742 0.0100683 0.0101377 0.00575836 0.00981313 0.0097359 0.0106066 0.0103219
internal_weight=0 532 2400 366 303 228 166 314 2097 2014 467 114 171 261 209 152 1547 684 863 373 283 230 597 795 117 405 250 192 545
internal_count=2932 532 2400 366 303 228 166 314 2097 2014 467 114 171 261 209 152 1547 684 863 373 283 230 597 795 117 405 250 192 545
is_linear=0
shrinkage=0.00213444


Tree=531
num_leaves=22
num_cat=0
split_feature=1 14 3 4 34 160 1 1 1 123 160 1420 3 1 3 42 50 1 3 1 51
split_gain=75.1052 29.4726 22.5843 19.1191 18.3121 15.0363 14.8707 23.27 13.3719 18.473 14.6513 9.54375 11.0325 13.2666 13.1661 16.8941 12.6781 7.37302 6.61905 6.36219 4.85849
threshold=0.11374000000000002 -0.13131999999999996 -0.055389999999999988 0.043640000000000005 -0.016844999999999995 0.083670000000000008 0.10500500000000001 0.083670000000000008 0.15099500000000002 0.095915000000000014 -0.063889999999999988 -0.056849999999999991 -0.09738999999999999 0.10378000000000001 -0.13827999999999999 -0.091964999999999977 0.12170000000000002 0.13205500000000003 -0.074234999999999982 0.11980500000000001 -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 19 4 -3 6 7 18 9 10 -4 -6 14 16 20 -16 -14 -12 -5 -2 -13
right_child=2 3 8 5 11 -7 -8 -9 -10 -11 17 12 13 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=0.0089251095438960797 0.0026664438993606399 0.0080250228282705231 0.0050978151913013145 0.0043729882080512988 0.0067634225692540977 0.0055447932224399294 0.005260261390069622 -0.00062260682131967877 -0.0013196260937129928 -0.0011060700863920708 0.00027840707943104008 0.0060119677280205709 0.0050548349187719138 0.002538110886098832 0.0047529905017020674 0.0006223632374658647 0.0023706779117046418 0.0028568933161008201 0.0020903234994368381 0.0051393489330179313 0.0039729520580643034
leaf_weight=52 59 56 56 89 72 85 64 68 52 54 66 60 1497 77 54 78 59 78 76 78 102
leaf_count=52 59 56 56 89 72 85 64 68 52 54 66 60 1497 77 54 78 59 78 76 78 102
internal_value=0 0.00469604 0.00215949 0.00460578 0.00482258 0.00343929 0.0028365 0.00217049 0.00130177 0.00183867 0.00263406 0.00473284 0.00465694 0.00483926 0.00364404 0.00231262 0.0049531 0.00167551 0.00332195 0.00407482 0.00472852
internal_weight=0 2489 443 2437 2055 382 297 233 306 254 200 1999 1927 1633 294 132 1556 144 165 137 162
internal_count=2932 2489 443 2437 2055 382 297 233 306 254 200 1999 1927 1633 294 132 1556 144 165 137 162
is_linear=0
shrinkage=0.00567537


Tree=532
num_leaves=22
num_cat=0
split_feature=1 2 4 12 39 2 12 1 4 2 14 12 51 2 13 13 52 12 133 52 51
split_gain=2170.97 274.422 238.826 237.693 191.472 130.808 73.2956 63.2547 60.8319 56.0764 41.9634 38.5784 32.7821 31.5107 23.4028 21.8342 18.4203 16.0092 15.0454 13.7472 7.28335
threshold=0.10818500000000002 0.14019000000000004 0.31392000000000003 0.085075000000000026 0.0047850000000000011 0.10523 0.087605000000000002 0.092755000000000018 0.097095000000000015 -1.0000000180025095e-35 0.073890000000000011 0.11819000000000002 0.086450000000000013 0.089945000000000011 -1.0000000180025095e-35 -0.097214999999999982 0.51136500000000018 0.093985000000000013 0.094525000000000012 -0.49865999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 5 10 -7 -6 -5 -2 13 18 -3 16 -11 -15 17 -1 20 -17 -8
right_child=1 12 -4 8 7 6 11 -9 -10 14 -12 -13 -14 15 -16 19 -18 -19 -20 -21 -22
leaf_value=0.0091859437936798218 0.0020586856645786133 0.00045933820614368708 0.0040538120791997756 0.0078734384939317791 0.0075873054193399863 0.0051038226584124618 0.0091217953007982789 0.0047855885184804239 0.0050179625914492714 0.0033561567700488505 0.010381208583495206 0.0062703323559389476 0.002575865121472154 0.0071327961186927078 0.0049655514697666157 0.009584632488658618 0.0078054855291546862 0.008425043718644042 0.0073591710707175658 0.0084392384960761558 0.0081514240815568698
leaf_weight=1054 91 93 55 92 74 52 79 73 54 84 86 53 52 54 81 54 53 144 54 435 65
leaf_count=1054 91 93 55 92 74 52 79 73 54 84 86 53 52 54 81 54 53 144 54 435 65
internal_value=0 0.003736 0.0084508 0.00464399 0.00855458 0.00871338 0.00741148 0.00619613 0.00681746 0.00340435 0.0089232 0.00788947 0.00121853 0.00885329 0.00414636 0.00842331 0.00903991 0.0090945 0.00832275 0.00856577 0.00868394
internal_weight=0 547 2385 402 2330 2183 303 147 146 256 1880 251 145 1794 165 543 1251 1198 198 489 144
internal_count=2932 547 2385 402 2330 2183 303 147 146 256 1880 251 145 1794 165 543 1251 1198 198 489 144
is_linear=0
shrinkage=0.00213444


Tree=533
num_leaves=22
num_cat=0
split_feature=1 14 4 159 0 151 13 40 16 160 15 1 16 0 129 160 1 4 49 0 50
split_gain=62.3253 18.5463 19.3804 17.6846 31.5901 20.901 14.3194 14.2174 13.7299 12.5144 11.3633 20.5986 10.3563 11.7604 8.56121 5.96539 8.08372 21.413 10.5873 3.6035 3.17966
threshold=0.11690500000000002 -0.13131999999999996 0.043640000000000005 0.11396500000000001 -0.0058249999999999994 -0.063719999999999985 -0.16392499999999996 -0.0087249999999999984 -0.40885499999999991 0.083670000000000008 -0.094389999999999988 0.082295000000000021 -0.11082499999999999 0.14054500000000003 0.088050000000000003 -0.072884999999999991 0.10359500000000001 0.15164000000000002 0.091860000000000011 -0.092724999999999988 0.082725000000000007
decision_type=2 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 -2 -3 -7 -9 15 11 19 20 14 -14 -4 17 18 -17 -8 -12
right_child=3 2 9 -5 -6 7 10 8 -10 -11 12 -13 13 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=0.0076174611074851005 -0.0011391571765988217 0.0014284784955705817 0.00098066323027594946 0.0049982750596116454 -0.0028475520188038046 0.00093697576397720013 0.0058973728591483884 0.0016459475491087173 0.0054483559785256522 0.0050543965661874902 0.0075552948676937785 0.00097965860175484084 0.0048156782830552072 0.0018901219084703027 0.0032056219886320704 0.0054278404010248225 0.0045813633237153381 -0.00075308684590450956 0.0018990905042045932 0.0038168374685273909 0.0055089372360726729
leaf_weight=59 56 52 68 52 54 82 57 53 89 88 52 83 1543 54 125 60 75 56 59 60 55
leaf_count=59 56 52 68 52 54 82 57 53 89 88 52 83 1543 54 125 60 75 56 59 60 55
internal_value=0 0.00434048 0.00426271 0.00179115 0.00129165 0.00209015 0.00449327 0.00289776 0.00402959 0.00308081 0.00457178 0.00323299 0.00471814 0.00460714 0.00469506 0.00253446 0.00295684 0.00226025 0.00367882 0.00483097 0.00650402
internal_weight=0 2546 2487 386 334 280 2081 224 142 406 2029 200 1829 1722 1668 318 250 175 119 117 107
internal_count=2932 2546 2487 386 334 280 2081 224 142 406 2029 200 1829 1722 1668 318 250 175 119 117 107
is_linear=0
shrinkage=0.00591131


Tree=534
num_leaves=17
num_cat=0
split_feature=1 4 15 1 4 13 158 1 43 4 1 4 13 133 13 158
split_gain=43.4855 14.3249 13.6179 24.4754 20.3538 12.1558 14.4637 10.9532 10.5765 14.0032 8.88569 8.57384 7.9933 8.3375 7.48495 2.52085
threshold=0.12313000000000002 0.31392000000000003 -0.41725999999999991 0.14228000000000005 0.6214050000000001 -0.16392499999999996 0.078875000000000015 0.10921500000000002 -0.50360999999999989 -0.50946499999999995 0.11189500000000001 0.046185000000000004 -0.0015099999999999998 -0.0081099999999999974 0.0047000000000000002 0.10899500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 11 -2 -1 7 8 -7 -10 -3 -4 13 -8 -11 -15
right_child=2 10 3 -5 -6 6 12 -9 9 14 -12 -13 -14 15 -16 -17
leaf_value=0.0012671521761104931 0.0048209760199066209 0.00023741277525400959 0.0033722206067958648 -0.0025492852909462099 6.6232482433819644e-05 0.0010422489744465074 0.0057953019760649521 0.0014220346619321475 0.0062842553504751887 0.003583855480664277 0.0029676697811065978 0.00029759093415911966 0.0063270462471675063 0.0041192612183106178 0.0026177960034384747 0.0026935196546150628
leaf_weight=76 60 70 52 66 52 55 68 86 55 1635 78 61 70 83 293 72
leaf_count=76 60 70 52 66 52 55 68 86 55 1635 78 61 70 83 293 72
internal_value=0 0.00335847 0.00109305 0.000141093 0.00261395 0.00345829 0.00352716 0.00336728 0.00344934 0.00351607 0.00167673 0.00171299 0.00468595 0.00417054 0.00343707 0.00345736
internal_weight=0 2641 291 179 112 2493 2417 2124 2038 1983 148 113 293 223 1928 155
internal_count=2932 2641 291 179 112 2493 2417 2124 2038 1983 148 113 293 223 1928 155
is_linear=0
shrinkage=0.00556117


Tree=535
num_leaves=17
num_cat=0
split_feature=39 10 2 52 16 4 43 16 4 50 3 150 3 12 42 133
split_gain=35.7112 18.9905 17.699 14.7105 11.9239 25.7152 29.1727 20.868 19.326 14.9891 14.5081 17.9182 18.843 10.587 7.13545 6.57846
threshold=0.096625000000000016 -0.11133 0.093320000000000014 -0.56096499999999982 -0.011849999999999998 0.028075000000000006 -0.0005399999999999999 -0.017744999999999997 -0.0065849999999999997 0.095140000000000016 0.12478500000000002 0.11398500000000002 -0.15105999999999997 -0.079404999999999989 0.084855000000000014 0.087045000000000025
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 8 15 10 9 13 11 12 -5 -6 -10 -7
right_child=2 3 -4 4 5 6 -8 -9 14 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.00071456839087480199 0.0031315178406600441 0.0067008615095667575 -0.0018677519522127437 0.00016965762735367864 0.0054618598690520615 0.0040936461513120222 -0.0037515285417132997 0.0071483719118301606 0.0074680086515345936 0.0062425656387794038 0.00088035516943517746 0.0076465728450943061 0.0037987643870328698 0.0022784857588632511 0.0041031165314189284 0.00063975322588133573
leaf_weight=54 55 70 98 75 57 57 58 87 66 60 92 57 1411 594 60 53
leaf_count=54 55 70 98 75 57 57 58 87 66 60 92 57 1411 594 60 53
internal_value=0 0.00342715 -7.01366e-05 0.00350714 0.00342513 0.00281434 0.000295572 0.00378156 0.00331981 0.00286843 0.00360236 0.00376461 0.00361565 0.00255733 0.00586628 0.00243018
internal_weight=0 2851 153 2797 2727 1005 168 1722 837 711 1635 1543 1486 651 126 110
internal_count=3004 2851 153 2797 2727 1005 168 1722 837 711 1635 1543 1486 651 126 110
is_linear=0
shrinkage=0.00705315


Tree=536
num_leaves=24
num_cat=0
split_feature=39 15 4 16 15 12 14 13 15 13 52 43 4 12 49 16 4 403 13 403 43 1 133
split_gain=24.8949 13.2594 13.2388 20.3578 38.707 26.6222 20.1877 14.7582 14.3419 10.3386 9.81847 11.1017 16.3046 23.1429 58.1485 15.9514 14.909 6.75657 7.65314 6.7792 6.27803 4.70006 3.94117
threshold=0.10096000000000001 -0.088484999999999994 0.028075000000000006 -0.071444999999999995 -0.063834999999999989 0.099170000000000022 0.073890000000000011 -0.0062949999999999994 -0.040119999999999996 -0.095574999999999979 -0.56096499999999982 -0.0019849999999999994 -0.22295999999999996 0.084595000000000017 -0.054684999999999991 0.26768500000000006 -0.14088999999999999 0.085745000000000016 -0.085414999999999991 0.23963500000000001 -0.081744999999999984 0.11104500000000002 -0.42211999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 5 7 8 10 -5 9 -4 -1 16 15 14 -14 -13 -12 18 -18 -19 -11 -22 -15
right_child=1 -3 3 4 -6 -7 -8 -9 -10 20 11 12 13 22 -16 -17 17 19 -20 -21 21 -23 -24
leaf_value=0.0044877557665480901 0.0012737981922219467 -0.0023579449793374491 0.0039957907432477367 0.00029205300583643563 -0.0039103670258394899 -0.00070427703716277297 0.005302301014228448 0.0038946616326214303 0.0049879273553753746 0.0033465572740970528 0.00033958411127170022 0.0058014850710847487 0.0040013781072630586 0.0030245150576466251 -0.0031466441901076211 0.0016372475519408278 0.003548778137969041 0.0053388532743889891 0.0024048921675080886 0.0026448756383073203 0.0018310805000207779 -0.00019700449813438189 0.0017185440470546454
leaf_weight=70 79 55 84 103 56 80 80 57 83 52 87 57 58 100 100 62 237 63 931 58 98 59 295
leaf_count=70 79 55 84 103 56 80 80 57 83 52 87 57 58 100 100 62 237 63 931 58 98 59 295
internal_value=0 -0.00021639 0.0022877 0.00158983 0.000153225 0.00227019 0.00250103 0.00157586 0.00290322 0.00231246 0.0023952 0.00232365 0.00172502 0.00131446 -0.000522303 0.00363239 0.00261595 0.00276955 0.00263705 0.00404803 0.00163562 0.00106855 0.00204932
internal_weight=0 134 2870 672 216 456 2198 160 376 293 2118 2048 672 553 158 119 1376 1289 1168 121 209 157 395
internal_count=3004 134 2870 672 216 456 2198 160 376 293 2118 2048 672 553 158 119 1376 1289 1168 121 209 157 395
is_linear=0
shrinkage=0.00567949


Tree=537
num_leaves=28
num_cat=0
split_feature=1 1 16 123 10 15 0 123 0 0 133 1 1 0 0 150 0 0 16 52 43 0 15 43 16 15 15
split_gain=1693.14 281.833 138.13 126.745 77.6887 135.29 73.7087 149.397 91.684 52.905 49.1548 42.6735 37.8793 40.9348 32.8098 18.9407 32.7909 31.5708 16.9395 14.7356 13.5278 12.4307 7.79222 7.11804 6.15333 6.02107 4.98446
threshold=0.10398500000000001 0.12313000000000002 0.51279500000000011 1.0000000180025095e-35 -0.088499999999999981 -0.19153499999999998 -0.12851999999999997 0.081630000000000022 -0.07223499999999998 -0.076384999999999995 -0.0065299999999999993 0.096255000000000021 1.0000000180025095e-35 -0.031129999999999998 0.027395000000000006 0.088985000000000009 -0.087649999999999992 -0.14867499999999997 -0.20132999999999998 0.27203000000000005 -0.0011349999999999999 -0.17127999999999996 -0.079149999999999984 -0.081189999999999984 -0.024304999999999997 -0.46483499999999994 0.025430000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 9 -3 25 18 8 -8 11 -11 15 13 23 24 17 -17 21 -2 20 -19 -1 -21 -12 -14 -6 -25
right_child=1 4 -4 -5 5 -7 7 -9 -10 10 12 -13 14 -15 -16 16 -18 19 -20 22 -22 -23 -24 26 -26 -27 -28
leaf_value=0.0097487661237532462 0.0048950367061486181 0.00058316707865412986 0.0093505196548014924 0.006188137761024488 0.0026020338925240158 0.0056484687470293544 0.0097704888783102274 0.0032331014819317362 0.0061090692118064699 0.0069555314760016669 0.0092217953371387541 0.0076142475017630393 0.0091834117169393419 0.0064986181909631076 0.010600841826492843 0.007095163310921521 0.0094261437916926209 0.0095182315014597611 0.0032298938748056326 0.0092014480146510712 0.0089779628198637575 0.011252749271816298 0.0080954461696198972 0.0078665247726286951 0.0081566356077318984 0.0015805407138144774 0.008720422162406493
leaf_weight=54 70 53 56 83 54 96 58 57 89 95 73 79 71 58 81 52 77 908 57 59 325 60 75 63 53 66 82
leaf_count=54 70 53 56 83 54 96 58 57 89 95 73 79 71 58 81 52 77 908 57 59 325 60 75 63 53 66 82
internal_value=0 0.00482206 0.00605992 0.0089382 0.00304111 0.00364411 0.00550313 0.00634672 0.00755388 0.00903896 0.00844568 0.00924128 0.00873995 0.00819148 0.00947825 0.0093211 0.00848671 0.00939376 0.00414788 0.0092981 0.00937584 0.0105405 0.0085826 0.00864177 0.00874474 0.00204041 0.00834959
internal_weight=0 656 387 2348 269 216 331 204 147 2265 576 1689 481 276 205 1610 129 1481 127 1367 1233 114 134 218 124 120 145
internal_count=3004 656 387 2348 269 216 331 204 147 2265 576 1689 481 276 205 1610 129 1481 127 1367 1233 114 134 218 124 120 145
is_linear=0
shrinkage=0.00226508


Tree=538
num_leaves=11
num_cat=0
split_feature=39 10 123 10 34 39 48 12 159 41
split_gain=20.255 15.1693 12.2223 9.80448 19.3172 16.5646 10.406 16.2728 14.6432 9.15911
threshold=0.096625000000000016 -0.11133 0.086990000000000026 -0.010699999999999999 -0.016844999999999995 0.086285000000000014 -0.087924999999999989 0.056995000000000011 0.094385000000000011 0.081500000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 6 -6 8 -8 -9
right_child=2 3 -4 4 5 -7 7 9 -10 -11
leaf_value=-0.00085082938479094932 0.0013913524546274867 0.0051587891250562496 -0.0023382695919362461 -0.0011931959640835528 0.0049332022119944778 0.0055471251636748202 0.00060428150120161919 0.0026731593744897973 0.0034611695131144841 5.2758964938414611e-05
leaf_weight=54 100 54 53 56 65 70 318 2089 91 54
leaf_count=54 100 54 53 56 65 70 318 2089 91 54
internal_value=0 0.00244449 9.89537e-05 0.00250814 0.00245593 0.00253201 0.00245133 0.00238809 0.00124009 0.00260716
internal_weight=0 2851 153 2797 2743 2687 2617 2552 409 2143
internal_count=3004 2851 153 2797 2743 2687 2617 2552 409 2143
is_linear=0
shrinkage=0.00627894


Tree=539
num_leaves=26
num_cat=0
split_feature=1 1 12 123 4 14 4 1 4 12 12 4 4 4 49 13 1 12 4 4 4 48 47 15 131
split_gain=1779.56 264.375 336.587 121.459 93.8421 73.4401 64.3749 75.255 42.0901 41.57 43.4964 42.4069 66.2641 39.212 37.5965 43.4144 22.9766 21.0968 13.4676 12.4993 10.2754 9.49844 7.36765 6.55694 4.31733
threshold=0.10398500000000001 0.12988000000000002 0.088365000000000013 1.0000000180025095e-35 0.27998000000000006 0.064610000000000015 0.053925000000000008 0.083670000000000008 0.24099500000000004 1.0000000180025095e-35 0.091625000000000012 -0.0005399999999999999 -0.17568999999999999 -0.14994999999999997 0.0033550000000000003 -0.0042049999999999995 0.089245000000000005 -0.071274999999999991 0.18095500000000003 0.056815000000000011 -0.090174999999999991 0.091005000000000016 0.089730000000000018 -0.063834999999999989 0.086070000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 5 -3 6 9 18 22 11 16 12 -1 -12 15 19 20 -6 23 -2 -11 -15 -4 -8 -18
right_child=1 4 8 -5 17 -7 7 -9 -10 10 13 -13 -14 21 -16 -17 24 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0090060130128950932 0.0029125261401303101 0.0047404630622860846 0.0096326610630726207 0.0063914125913155009 0.00250383619283976 0.011217900925178437 0.0086271045079946377 0.0056212223936476409 0.0066663935702138445 0.010745244530953518 0.0070800566578203845 0.0097814283247087477 0.0058816591376986173 0.0091686611298317042 0.0025564750679784006 0.0058116071453315037 0.00818736870545703 0.00072770792018036839 0.0094063050076205017 0.0044587745392389213 0.0097040328667112249 0.0081722403791524203 0.0085008543467284745 0.0076361261182606305 0.0090921116103570704
leaf_weight=77 52 86 63 83 79 88 89 52 53 52 56 67 64 510 53 96 52 61 79 56 908 55 57 57 59
leaf_count=77 52 86 63 83 79 88 89 52 53 52 56 67 64 510 53 96 52 61 79 56 908 55 57 57 59
internal_value=0 0.00486184 0.00590563 0.00908684 0.00287576 0.00918561 0.00910344 0.00808139 0.00835129 0.00925244 0.00937016 0.00829468 0.00758804 0.00889215 0.00425923 0.0047015 0.00964731 0.00173012 0.00864986 0.00371451 0.00976046 0.00907171 0.00909526 0.00824038 0.00866849
internal_weight=0 656 430 2348 226 2265 2177 277 173 1900 1692 208 141 621 257 204 1071 140 225 108 960 565 120 146 111
internal_count=3004 656 430 2348 226 2265 2177 277 173 1900 1692 208 141 621 257 204 1071 140 225 108 960 565 120 146 111
is_linear=0
shrinkage=0.00226784


Tree=540
num_leaves=27
num_cat=0
split_feature=4 12 1 4 12 16 1 3 133 3 4 0 16 0 3 13 0 12 43 43 1 13 13 3 133 4
split_gain=1355.26 351.288 250.745 91.0892 81.0537 79.249 75.747 57.5204 35.2684 33.0002 32.5084 27.9298 27.6569 36.1231 26.7973 26.0345 25.717 17.5587 16.0809 14.5753 9.79864 8.98239 7.88314 7.6692 5.69864 4.21014
threshold=0.31392000000000003 0.056995000000000011 0.092485000000000026 -0.37626499999999991 0.11819000000000002 -0.089559999999999987 0.12895500000000001 -0.14186499999999996 -0.010614999999999998 0.11391500000000002 0.42642000000000008 -0.07385499999999999 0.014185000000000001 -0.11471499999999998 0.093925000000000022 -0.094359999999999986 -0.063509999999999983 0.090285000000000018 -0.055679999999999993 -0.0093249999999999982 0.085110000000000005 -0.016759999999999994 -0.081659999999999996 -0.082294999999999993 0.088395000000000015 -0.49010499999999996
decision_type=2 2 2 2 2 2 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 10 15 -1 11 -2 -7 13 -9 20 -3 -6 24 -8 21 -10 23 -19 -14 -15 -17
right_child=6 4 3 5 16 9 18 12 14 -11 -12 -13 19 17 -16 25 -18 22 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0073513225703735014 0.0037116737069468721 0.012301914176051948 0.0087046733587243311 0.007426153583493458 0.0085845933349589666 0.0061494156443140839 0.001453506027601998 0.0076460075003781641 0.010790773724550128 0.0027530314879800561 0.0059333511951177396 0.0038281067877354515 0.0098943560659510502 0.010032662943624159 0.0082563800478811199 0.0097713871301466897 0.0061770949053854968 0.010089610566341183 0.003071167049741239 0.0077188450293449997 0.0094150702755896772 0.0082473993620763575 0.0092425838295299174 0.0089943813456824263 0.009498597330252035 0.010726419833555392
leaf_weight=52 78 59 54 69 56 65 61 53 81 56 82 61 87 703 59 53 52 79 96 55 52 62 454 174 149 62
leaf_count=52 78 59 54 69 56 65 61 53 81 56 82 61 87 703 59 53 52 79 96 55 52 62 454 174 149 62
internal_value=0 0.00904517 0.00729161 0.00580314 0.00950402 0.0051788 0.00365811 0.0096168 0.00915209 0.00432664 0.00485045 0.00502582 0.00948713 0.00964312 0.00963966 0.01097 0.00742567 0.00971953 0.00244282 0.00889361 0.0102531 0.00909357 0.00936818 0.00929447 0.0099393 0.0102865
internal_weight=0 2647 549 305 2098 251 317 1990 244 182 160 126 1816 1438 192 174 108 1385 157 378 133 323 533 261 852 115
internal_count=2964 2647 549 305 2098 251 317 1990 244 182 160 126 1816 1438 192 174 108 1385 157 378 133 323 533 261 852 115
is_linear=0
shrinkage=0.00246205


Tree=541
num_leaves=22
num_cat=0
split_feature=4 34 15 3 15 1428 0 4 42 42 48 3 48 3 0 15 155 3 13 0 4
split_gain=43.0676 19.4112 28.7188 16.3034 13.9857 11.5455 11.7916 28.0044 32.9739 54.8255 11.3142 20.3816 11.1949 11.6435 9.9791 7.37921 7.2785 4.64674 2.40906 2.40705 1.75902
threshold=0.31392000000000003 -0.023104999999999997 -0.22805999999999996 0.10766000000000002 -0.14051999999999998 0.086830000000000018 -0.063204999999999983 -0.22295999999999996 0.088805000000000009 -0.036704999999999995 0.11156500000000001 0.091085000000000013 0.086410000000000015 -0.016294999999999994 -0.12259499999999998 -0.45371999999999996 0.082120000000000012 -0.043609999999999989 -0.032149999999999991 -0.051824999999999989 -0.0014249999999999998
decision_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 15 14 6 10 16 9 -9 11 12 13 -6 -1 -3 17 -8 -16 -10 -14
right_child=1 2 -4 -5 5 -7 7 8 19 -11 -12 -13 20 -15 18 -17 -18 -19 -20 -21 -22
leaf_value=0.006693859916272268 -0.0031136003375248724 -0.00031665682506672925 -0.0019576499780412063 0.0051171242726453679 0.0030346384705625313 0.0055104581956657997 0.0029502108373709846 0.0020772026425783098 0.0015540765875116335 -0.0069177960475919151 0.0057979218590477931 2.4665076916133451e-05 0.00031563006226915154 0.0052235904684596775 0.0025608588049510633 0.0029249497154150987 0.0016879364128809817 0.0054090827748342115 0.0044935470630600282 0.0033732850635219387 0.001831605808356819
leaf_weight=65 52 64 83 66 1601 64 52 58 52 53 56 97 52 106 54 52 56 80 52 70 79
leaf_count=65 52 64 83 66 1601 64 52 58 52 53 56 97 52 106 54 52 56 80 52 70 79
internal_value=0 0.000457517 0.00115852 0.00258001 0.00295144 0.00282924 0.00275807 0.00178554 0.000304055 -0.00221709 0.00296368 0.00288162 0.00303236 0.00317061 0.0047204 0.00113589 0.00362127 0.00444095 0.00350961 0.00259844 0.00123037
internal_weight=0 317 265 182 2647 2476 2412 421 233 111 1991 1935 1838 1707 171 116 188 132 106 122 131
internal_count=2964 317 265 182 2647 2476 2412 421 233 111 1991 1935 1838 1707 171 116 188 132 106 122 131
is_linear=0
shrinkage=0.00639337


Tree=542
num_leaves=13
num_cat=0
split_feature=97 149 131 2 8 15 51 151 14 131 2 52
split_gain=31.3564 21.4032 18.6541 22.9921 12.7645 12.7443 11.4837 13.149 12.5556 10.2142 8.86442 1.4298
threshold=-0.0047149999999999996 0.078645000000000007 0.094300000000000009 0.14132000000000003 0.084325000000000011 -0.076929999999999985 0.14122000000000004 0.05680000000000001 0.073890000000000011 0.13177500000000003 0.091105000000000005 0.08593000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -5 7 8 -2 10 11 -4
right_child=1 -3 9 5 -6 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.0018331030220161437 0.0018101539420324368 0.0048104084994375863 0.0034903069335159528 0.00088887764075306784 -0.00073119588079527322 -0.0024631056525309973 0.0039312223658421351 -0.00019257200548615242 0.0038378317889197207 0.0011208465967913102 0.0055136832383925445 0.0025231014295606204
leaf_weight=63 2119 69 94 79 53 52 73 87 88 56 53 78
leaf_count=63 2119 69 94 79 53 52 73 87 88 56 53 78
internal_value=0 0.00191628 0.00184575 0.00170406 0.00182021 -0.000441252 0.00187737 0.00181198 0.00189103 0.00313186 0.00363213 0.00305202
internal_weight=0 2901 2832 2551 2420 131 2367 2294 2207 281 225 172
internal_count=2964 2901 2832 2551 2420 131 2367 2294 2207 281 225 172
is_linear=0
shrinkage=0.0052584


Tree=543
num_leaves=13
num_cat=0
split_feature=44 97 149 15 16 16 131 2 15 131 42 42
split_gain=25.6108 16.8186 16.5197 15.3036 12.427 10.428 8.62167 9.47169 9.0723 5.78333 3.86477 2.37495
threshold=1.0000000180025095e-35 -0.0047149999999999996 0.079475000000000004 -0.2987999999999999 0.0060400000000000011 -0.53870999999999991 0.094300000000000009 0.14870000000000003 0.084630000000000025 0.11871500000000001 0.086375000000000021 0.087695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 -5 7 8 -7 11 -3 -8
right_child=-2 2 -4 5 -6 6 9 -9 -10 -11 -12 -13
leaf_value=-0.0014233561251496766 0.0057106434376853416 0.001985310497959024 0.0045833086935635316 -0.00028905569801348179 -0.0023646913390421619 0.0014607487752091484 0.0039967061382888674 -0.00047184548172986491 0.0022342525841669825 0.0015353386722293891 -0.00010267097289613021 0.0025935092496186742
leaf_weight=60 52 62 64 84 54 1423 99 67 792 81 57 69
leaf_count=60 52 62 64 84 54 1423 99 67 792 81 57 69
internal_value=0 0.00161017 0.00167401 0.0016072 -6.04412e-05 0.00171755 0.00178417 0.00167246 0.00173735 0.00280768 0.000984665 0.00342076
internal_weight=0 2912 2852 2788 173 2615 2531 2282 2215 249 119 168
internal_count=2964 2912 2852 2788 173 2615 2531 2282 2215 249 119 168
is_linear=0
shrinkage=0.00579067


Tree=544
num_leaves=19
num_cat=0
split_feature=97 133 149 13 133 0 0 12 13 12 39 0 133 0 0 481 43 52
split_gain=16.1006 10.5239 11.3804 11.6759 18.4966 16.5038 18.5388 16.3813 10.0883 9.46613 23.3432 22.274 17.7399 15.6234 9.88753 6.8833 3.28636 2.5078
threshold=-0.0047149999999999996 -0.24072499999999999 0.078645000000000007 -0.08971999999999998 0.085285000000000014 -0.080809999999999979 -0.10071499999999999 0.082595000000000016 -0.09391999999999999 -1.0000000180025095e-35 0.084270000000000012 0.12469500000000001 0.087455000000000019 0.0088250000000000012 0.060910000000000006 0.063455000000000011 0.42018500000000009 0.078330000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 5 6 7 -3 -2 10 -5 13 -12 15 -15 -11 -10 -8
right_child=1 2 -4 9 -6 -7 17 -9 16 11 12 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.0013562229490050916 0.0041633897888272648 0.00064226356839252924 0.0033908140544034278 -0.0027676826353683322 0.0027367183009516932 -0.002373120092214482 0.0027422720958651639 -0.0029478041375474223 0.0010279793652297386 0.0014177027391614361 0.0026608118715226951 0.0047443166980651753 -0.00074776506547538765 -0.0021563321359023449 0.0009385198305327067 0.0032872471462483174 0.0027045301360656727 0.001244246742343277
leaf_weight=63 66 86 66 52 75 72 58 59 85 1766 101 55 72 54 60 56 52 66
leaf_count=63 66 86 66 52 75 72 58 59 85 1766 101 55 72 54 60 56 52 66
internal_value=0 0.00132485 0.00123811 0.00118411 0.000377239 -0.000141543 0.000455548 -0.000818136 0.00247739 0.00133556 0.000314984 0.00145086 0.00124189 0.00135727 -0.000526971 0.00147519 0.00166474 0.00194539
internal_weight=0 2901 2698 2632 416 341 269 145 203 2216 225 1991 173 1936 114 1822 137 124
internal_count=2964 2901 2698 2632 416 341 269 145 203 2216 225 1991 173 1936 114 1822 137 124
is_linear=0
shrinkage=0.00524763


Tree=545
num_leaves=19
num_cat=0
split_feature=41 12 2 130 0 39 12 10 130 43 0 15 151 457 43 43 0 43
split_gain=16.113 24.9513 18.1515 15.2723 14.9454 8.84951 9.57284 8.74616 13.2101 10.7011 10.0484 9.09569 8.91867 14.0671 11.0744 7.89687 5.80199 2.84656
threshold=0.075585000000000013 0.08598500000000002 0.10633000000000002 -1.0000000180025095e-35 -0.15270499999999995 0.094095000000000026 -0.078454999999999983 0.057650000000000007 -0.050984999999999996 0.086765000000000023 -0.099704999999999974 0.083935000000000023 0.053170000000000002 0.090150000000000022 0.060690000000000008 0.058415000000000009 -0.073574999999999988 0.26746000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 -4 -5 6 -6 8 11 12 -11 -1 13 14 -10 16 -8 -12
right_child=1 -3 3 4 5 -7 15 -9 9 10 17 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0052459370260231628 0.0049808848987177206 0.00023359703386609728 -0.0030576187394955969 -0.0017637440517365513 0.0036378914645526375 -0.0015197696895966786 -1.6990210414886891e-05 -0.00083047415823225194 0.0012121588578943923 0.0049631703713104115 0.0027435419443225832 0.0018416254022297219 -0.00088738269348105148 0.0039865215518683434 -0.0014359154643915112 -0.0014001314261415417 0.0017555443611416304 0.00084545695377940763
leaf_weight=54 100 72 52 98 52 52 103 69 1585 53 57 66 79 67 62 52 216 63
leaf_count=54 100 72 52 98 52 52 103 69 1585 53 57 66 79 67 62 52 216 63
internal_value=0 0.00299403 0.00105482 0.000132284 0.000421884 0.000872951 0.00116725 0.00132235 0.00139359 0.00127267 0.00273309 0.00337411 0.00113172 0.00122482 0.00111243 0.00082078 0.00118302 0.00174759
internal_weight=0 172 2780 625 573 475 423 2155 2086 1966 173 120 1793 1714 1647 371 319 120
internal_count=2952 172 2780 625 573 475 423 2155 2086 1966 173 120 1793 1714 1647 371 319 120
is_linear=0
shrinkage=0.00614766


Tree=546
num_leaves=29
num_cat=0
split_feature=1 52 1 12 14 12 1 160 12 4 12 12 12 4 16 1 13 157 1 15 133 16 1 4 401 15 15 4
split_gain=1501.31 361.23 202.321 166.148 109.32 86.0202 68.6587 66.0182 58.2325 45.2105 33.4244 32.8119 32.424 29.9267 29.1999 24.3431 22.4613 20.6858 19.173 17.7291 9.35229 7.54018 7.38824 5.12051 6.63115 5.50596 3.19401 2.44753
threshold=0.10398500000000001 -0.41694999999999993 0.13074500000000003 0.088325000000000015 0.064610000000000015 0.056995000000000011 0.087225000000000011 -1.0000000180025095e-35 0.091625000000000012 0.27998000000000006 -0.020034999999999994 0.11755500000000001 0.10052500000000002 0.053330000000000009 -0.4193599999999999 1.0000000180025095e-35 -0.018299999999999997 -0.061169999999999995 0.089895000000000017 -0.43091499999999999 0.089025000000000007 -0.072904999999999984 0.093625000000000014 -0.084384999999999988 0.081905000000000019 0.083935000000000023 0.087010000000000018 -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 2 2 2 2 2 2 2
left_child=4 -2 3 7 5 6 15 -3 18 -4 -8 13 -5 17 -9 -1 -16 -10 20 -11 23 -19 -12 25 -25 -7 27 -22
right_child=1 2 9 12 -6 8 10 14 11 19 22 -13 -14 -15 16 -17 -18 21 -20 -21 26 -23 -24 24 -26 -27 -28 -29
leaf_value=0.0072562664697529396 0.0087659322776929005 0.005596141148139464 0.0036664061160969429 0.0082153928141027125 0.010205174854824681 0.0094265280272284712 0.0047236930114362315 0.004375230294670903 0.0067318027964395144 0.0023788960500446023 0.0062270517335368536 0.0063054092043492264 0.0059196782465821543 0.0067312854875238503 0.0036062607552381698 0.008861215839985212 0.0017374023932242993 0.0084317207034201661 0.0074774096857415321 0.00094030450391711603 0.0086498564306547523 0.0079026234623958639 0.0072797051928791363 0.0084132112763318154 0.0090077469762253094 0.0086459110677050456 0.007750575919747967 0.0080455851419622727
leaf_weight=100 76 77 79 54 97 60 56 67 52 81 68 72 54 98 54 71 59 204 89 70 52 287 52 552 98 122 78 73
leaf_count=100 76 77 79 54 97 60 56 67 52 81 68 72 54 98 54 71 59 204 89 70 52 287 52 552 98 122 78 73
internal_value=0 0.00446968 0.00392087 0.00488957 0.00803061 0.00793402 0.00697802 0.00397414 0.00811459 0.00238349 0.00605998 0.00764646 0.00706774 0.00779705 0.00328017 0.00792278 0.00263068 0.00798936 0.00841153 0.00171215 0.00849183 0.0081225 0.00668339 0.00859052 0.00850288 0.00890338 0.00808724 0.00829714
internal_weight=0 671 595 365 2281 2184 347 257 1837 230 176 713 108 641 180 171 113 543 1124 151 1035 491 120 832 650 182 203 125
internal_count=2952 671 595 365 2281 2184 347 257 1837 230 176 713 108 641 180 171 113 543 1124 151 1035 491 120 832 650 182 203 125
is_linear=0
shrinkage=0.00209259


Tree=547
num_leaves=18
num_cat=0
split_feature=9 1 132 41 16 16 0 16 160 52 16 52 4 4 4 157 0
split_gain=12.4166 24.434 13.5433 23.5171 19.2593 17.8179 13.7284 25.3033 22.2673 18.1482 12.9443 12.6546 10.7087 20.0689 7.14397 6.86322 3.63386
threshold=-0.079919999999999977 0.13699000000000003 0.084790000000000018 0.076195000000000013 -0.037309999999999989 -0.015439999999999997 -0.13843999999999998 -0.0092499999999999978 -0.010749999999999997 -0.06860999999999999 -0.40430999999999989 -0.087604999999999988 -0.39175499999999991 -0.12685999999999997 0.50541500000000006 -0.025309999999999996 -0.082284999999999983
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 16 -5 7 8 -2 -10 -3 -6 15 -14 -15 -8 -4
right_child=1 10 4 5 11 -7 12 -9 9 -11 -12 -13 13 14 -16 -17 -18
leaf_value=0.0030045824220522287 0.0034155594880990055 -0.0025010210131710502 0.00047819486935314566 0.0015195873250935363 0.00022307319273409256 0.0050776879900738857 0.0036827813576972221 -0.0026614209616806009 0.002141834696385664 -0.00096270854824284647 0.00026452215668789226 -0.0029196745310754195 -0.001724895147402553 0.0012120321363691228 -0.00052661290945131805 0.0016276377945750326 0.0020384224140105639
leaf_weight=65 54 63 70 68 53 56 55 58 60 130 89 59 54 1804 53 100 61
leaf_count=65 54 63 70 68 53 56 55 58 60 130 89 59 54 1804 53 100 61
internal_value=0 0.000940576 0.00104185 0.00114446 -1.01686e-05 0.00312687 0.00104063 0.000110549 0.000769665 1.74112e-05 -0.000881395 -0.00143204 0.00117656 0.00108077 0.00116238 0.0023572 0.00120509
internal_weight=0 2887 2735 2492 243 124 2368 302 244 190 152 112 2066 1911 1857 155 131
internal_count=2952 2887 2735 2492 243 124 2368 302 244 190 152 112 2066 1911 1857 155 131
is_linear=0
shrinkage=0.00466931


Tree=548
num_leaves=30
num_cat=0
split_feature=1 1 12 2 123 4 2 2 4 4 1 2 4 3 12 51 51 15 15 4 3 12 12 16 4 16 15 13 15
split_gain=1677.63 342.085 215.041 149.235 81.879 71.4133 70.5306 45.4806 61.0513 43.3138 84.3382 36.42 35.4816 31.4003 25.2308 23.5627 23.0125 23.4637 22.0914 19.3722 18.6192 17.0353 16.3684 12.1898 9.93612 17.2467 8.79268 2.71145 4.18012
threshold=0.10661000000000002 0.13074500000000003 0.085075000000000026 0.092155000000000015 1.0000000180025095e-35 0.27998000000000006 -1.0000000180025095e-35 0.10656 0.38865500000000003 -0.013125 0.086375000000000021 0.11248000000000001 -0.014854999999999998 -0.13392999999999997 0.090335000000000013 0.017990000000000003 -0.0093849999999999992 0.09172000000000001 -0.43091499999999999 -0.090174999999999991 0.084670000000000009 0.095815000000000011 0.082425000000000012 0.052690000000000008 0.043640000000000005 -0.28430999999999995 -0.076929999999999985 -0.072634999999999991 0.090165000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 6 9 -3 -1 -2 -9 11 21 15 -4 -8 19 16 -5 -18 -7 -15 22 24 -21 27 -11 -26 -23 -16 -29
right_child=1 5 12 4 -6 18 13 8 -10 10 -12 -13 -14 14 23 -17 17 -19 -20 20 -22 26 -24 -25 25 -27 -28 28 -30
leaf_value=0.0063394364334562678 0.0054315290459936057 0.0032058956471779751 0.0085594931277019701 0.00884793098093512 0.004500470707193862 0.0014346799073636847 0.0098216956743064961 0.0018754328869179295 0.0045709062818141393 0.008485071653784192 0.0042556831284327459 0.0064668371003671456 0.0062804641328626414 0.0097911473384966509 0.0084526356929254046 0.0094770984040150694 0.0061520769393809587 0.0079921433004407003 -0.00030245965880658631 0.0097532978088277888 0.0072034615991074143 0.0073384734014122705 0.0084634649858052885 0.0068376922456729839 0.0080760976129848391 0.00635453110232659 0.0061693209717926245 0.0081695117548486532 0.0075490892137824485
leaf_weight=87 57 87 58 85 57 81 80 95 79 56 58 78 89 60 59 60 53 109 70 54 57 55 837 54 69 53 84 131 100
leaf_count=87 57 87 58 85 57 81 80 95 79 56 58 78 89 60 59 60 53 109 70 54 57 55 837 54 69 53 84 131 100
internal_value=0 0.00369862 0.00503803 0.00790078 0.00711993 0.00157122 0.00832074 0.00367495 0.00309938 0.00731636 0.00676799 0.00785043 0.00717984 0.0084411 0.00835939 0.00820188 0.00789201 0.0073903 0.000629223 0.00854041 0.00846123 0.00722757 0.00854166 0.00782886 0.00769243 0.0073284 0.00663211 0.00801334 0.00790104
internal_weight=0 616 378 2336 817 238 1519 231 174 760 375 385 147 1432 1352 307 247 162 151 1008 948 317 891 344 178 122 139 290 231
internal_count=2952 616 378 2336 817 238 1519 231 174 760 375 385 147 1432 1352 307 247 162 151 1008 948 317 891 344 178 122 139 290 231
is_linear=0
shrinkage=0.00226508


Tree=549
num_leaves=28
num_cat=0
split_feature=12 3 43 12 43 43 12 13 13 3 47 3 3 0 0 3 11 12 0 0 155 51 3 483 13 3 13
split_gain=987.231 293.183 350.025 262.585 127.068 122.46 111.741 87.2006 51.1451 42.2352 31.9145 27.5651 35.291 26.2456 25.205 48.7183 20.2751 12.1812 12.2459 12.0537 10.9173 17.3494 10.0421 5.92653 4.14112 4.04355 3.51153
threshold=0.056995000000000011 0.11745500000000002 -0.031974999999999996 0.14687000000000003 -0.13800999999999999 0.0052850000000000006 0.095450000000000021 -0.089359999999999981 -0.0079349999999999993 0.31395500000000004 0.077735000000000012 -0.14326499999999995 -0.10067 -0.060094999999999989 -0.22745499999999999 -0.0037099999999999998 0.080320000000000016 0.090285000000000018 -0.10934999999999999 -0.14043999999999998 0.083985000000000018 -0.020969999999999996 -0.10690999999999999 -0.070454999999999976 -0.079804999999999987 -0.082294999999999993 -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 2 2 2 2
left_child=1 2 4 6 -1 10 11 -8 13 19 14 16 -13 -6 -4 -16 -2 18 -14 -3 21 -9 -23 -20 -19 -26 -24
right_child=3 9 5 -5 8 -7 7 20 -10 -11 -12 12 17 -15 15 -17 -18 24 23 -21 -22 22 26 -25 25 -27 -28
leaf_value=0.0063632216639738946 0.0095631854962698985 0.0032707097431401077 0.0062961496906699605 0.0033103923106264695 0.0034087814610752084 0.0044480647688900764 0.0044939418155981615 0.0062427218890007078 0.0019368005928310549 0.0021808040443025444 0.008834438637675782 0.0063163735964466188 0.0070180779230992448 0.0050731560920020315 0.0062114335808169828 0.0085225770879996145 0.0080102501675617336 0.0078356038761140043 0.0084969383312296122 0.0045402509122946227 0.0077672131328242319 0.0064610014777155798 0.007618658076013445 0.0079223442468564793 0.0076336285856379582 0.0071530481336932582 0.0071623916033056135
leaf_weight=68 53 56 73 54 99 56 52 96 62 102 54 60 52 52 52 89 71 100 71 52 70 63 88 839 120 138 210
leaf_count=68 53 56 73 54 99 56 52 96 62 102 54 60 52 52 52 89 71 100 71 52 70 63 88 839 120 138 210
internal_value=0 0.00498558 0.00565536 0.00743738 0.00410717 0.00699801 0.00754436 0.00683658 0.00338683 0.00305588 0.00753076 0.00781683 0.00773978 0.00398208 0.0072017 0.00767038 0.00867417 0.00780446 0.00791591 0.00388216 0.00706769 0.0069605 0.00715132 0.0079672 0.00750491 0.00737665 0.0072972
internal_weight=0 815 605 2137 281 324 2083 579 213 210 268 1504 1380 151 214 141 124 1320 962 108 527 457 361 910 358 258 298
internal_count=2952 815 605 2137 281 324 2083 579 213 210 268 1504 1380 151 214 141 124 1320 962 108 527 457 361 910 358 258 298
is_linear=0
shrinkage=0.00189532


Tree=550
num_leaves=14
num_cat=0
split_feature=1 33 40 10 4 400 401 4 151 42 42 16 16
split_gain=31.9805 20.7253 16.3019 14.7522 10.2212 15.8386 14.5133 13.6626 9.46963 21.0038 8.75048 8.38412 5.90185
threshold=0.13662500000000002 0.075230000000000019 0.0045850000000000005 -1.0000000180025095e-35 -0.082199999999999981 -0.080039999999999986 0.080265000000000017 -0.5109999999999999 0.011180000000000001 0.079890000000000017 0.091485000000000025 -0.085264999999999994 -0.40430999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 -5 10 -10 -7 -9 -2
right_child=12 -3 -4 4 5 8 -8 11 9 -11 -12 -13 -14
leaf_value=-0.0013142397787342646 -0.0021829754520396902 0.0058355319205254134 -0.0015190926187720272 0.0058885534368199131 -0.00094203760376613069 0.0022525910532871295 -0.00030366118974310436 0.00388256087291517 -0.0025136273254274502 0.0027625121672879113 0.0012608210923764529 0.0021527499502413745 0.0001667677542947369
leaf_weight=55 77 52 56 56 83 1264 60 153 59 60 486 399 93
leaf_count=55 77 52 56 56 83 1264 60 153 59 60 486 399 93
internal_value=0 0.001908 0.0018332 0.0019034 0.00197097 0.00174144 0.00264159 0.00293236 0.00186065 0.000146048 0.0019772 0.00263233 -0.000897133
internal_weight=0 2783 2731 2675 2620 1952 668 608 1869 119 1750 552 170
internal_count=2953 2783 2731 2675 2620 1952 668 608 1869 119 1750 552 170
is_linear=0
shrinkage=0.00627915


Tree=551
num_leaves=22
num_cat=0
split_feature=1 3 123 4 1 447 11 0 0 4 0 123 11 3 43 131 0 1 16 16 50
split_gain=2077.87 397.516 177.557 151.496 132.076 78.9554 78.2648 73.2509 61.7863 76.6531 69.8555 51.3135 44.8555 42.9034 60.1822 39.0261 27.7493 26.2485 19.6615 15.6558 15.4132
threshold=0.10509 -0.057749999999999989 1.0000000180025095e-35 0.41939500000000002 0.15028500000000003 0.086460000000000023 1.0000000180025095e-35 -0.079794999999999991 -0.066934999999999981 -0.46195999999999998 -0.011064999999999998 0.089155000000000012 0.084110000000000004 0.30863500000000005 -0.079824999999999993 0.089325000000000015 -0.14076499999999997 0.096255000000000021 0.26768500000000006 -0.03614499999999999 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 11 6 8 -8 17 -10 19 13 15 14 -3 -2 -16 18 20 -11 -1
right_child=1 4 -4 -5 -6 -7 7 -9 9 10 -12 -13 -14 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=0.0092734140606625607 0.0058152502054491075 0.0030732174986443993 0.0060781489369375694 0.0037925131049334321 0.00053973549723682697 0.0064651810740619662 0.011794687634607056 0.0087648558281714622 0.0099225123562170434 0.0090282824988979007 0.0053925281086831169 0.0024460411400043045 0.0094992542742874473 0.0029360940993688649 0.004692099129703026 0.0082849229969659596 0.0065529483622602819 0.0080349732676566425 0.0081165737784430116 0.0076043885657772767 0.0083837930527052035
leaf_weight=1502 52 60 94 52 60 52 86 59 70 55 56 82 52 71 74 61 67 94 74 89 91
leaf_count=1502 52 60 94 52 60 52 86 59 70 55 56 82 52 71 74 61 67 94 74 89 91
internal_value=0 0.00461367 0.00889606 0.00690789 0.00341109 0.00901494 0.00907586 0.010562 0.00896975 0.00803693 0.00737686 0.00389769 0.00788957 0.00433524 0.00482936 0.00714863 0.00557649 0.00911276 0.00917352 0.00814839 0.00922261
internal_weight=0 631 2322 217 414 2228 2176 145 2031 270 200 354 165 272 201 113 141 1761 1667 144 1593
internal_count=2953 631 2322 217 414 2228 2176 145 2031 270 200 354 165 272 201 113 141 1761 1667 144 1593
is_linear=0
shrinkage=0.00209259


Tree=552
num_leaves=20
num_cat=0
split_feature=1 52 1 12 12 1 147 12 11 4 1 4 0 0 15 16 16 4 12
split_gain=1362.18 271.079 181.258 140.628 113.184 111.047 50.5401 55.9068 54.144 48.9686 47.7999 28.8512 81.6674 22.3367 20.6836 17.9221 17.1423 37.1579 15.5547
threshold=0.10509 -0.40891499999999997 0.13546500000000003 0.088325000000000015 -0.032329999999999991 0.092845000000000025 0.085900000000000018 0.11697000000000002 1.0000000180025095e-35 0.24099500000000004 0.15390500000000004 -0.47860499999999995 -0.060094999999999989 -0.079794999999999991 -0.15300999999999995 -0.33811499999999994 -0.018754999999999997 0.41377500000000006 0.093985000000000013
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 16 5 -1 7 8 11 -5 15 -6 14 -10 -13 -4 17 -3 -14
right_child=1 2 10 9 6 -7 -8 -9 13 -11 -12 12 18 -15 -16 -17 -18 -19 -20
leaf_value=0.0082764328304286306 0.009155438989046083 0.0054379130667302532 0.0021101550557638435 0.0087331685266076702 0.01028720578136471 0.0042023119987822863 0.0068561829700745022 0.0068148752937822266 0.011149159688423409 0.0056128643574842804 0.00026838684174724527 0.010099874847300612 0.0056994080365548845 0.0091391631190871434 0.0087101542325900144 0.0039306978555505665 0.0032573343345867621 0.0032905141081008243 0.0075177664534654808
leaf_weight=87 65 102 68 57 61 65 85 83 72 55 55 62 52 54 1648 54 95 80 53
leaf_count=87 65 102 68 57 61 65 85 83 72 55 55 62 52 54 1648 54 95 80 53
internal_value=0 0.00459535 0.00407162 0.0049716 0.00850171 0.00653438 0.0086395 0.00871219 0.00879084 0.0072011 0.00209356 0.00869028 0.00863659 0.0102879 0.00876056 0.00291618 0.00407006 0.00449414 0.00661749
internal_weight=0 631 566 389 2322 152 2170 2085 2002 112 177 1876 1815 126 1710 122 277 182 105
internal_count=2953 631 566 389 2322 152 2170 2085 2002 112 177 1876 1815 126 1710 122 277 182 105
is_linear=0
shrinkage=0.00235754


Tree=553
num_leaves=27
num_cat=0
split_feature=1 1 39 155 2 2 1 1 14 147 123 2 2 1 2 51 155 1 151 1 474 130 402 159 1 2
split_gain=2458.17 465.214 246.972 215.021 166.262 122.74 98.9877 97.1816 94.3 71.5033 47.4638 32.8542 25.5928 24.0902 17.1149 13.8498 13.1807 12.5153 11.7105 13.1853 8.9857 4.47385 2.60648 3.40371 1.79444 1.20132
threshold=0.10509 0.12419000000000001 0.055555000000000007 0.084710000000000021 0.10523 0.099845000000000003 0.15390500000000004 0.092900000000000024 0.064610000000000015 0.08486500000000001 0.088795000000000013 0.12414000000000001 0.123795 0.089625000000000024 0.08647500000000001 -0.064454999999999985 0.088740000000000013 0.077375000000000013 -0.080624999999999988 0.11215000000000001 0.085165000000000018 0.071525000000000019 -0.022269999999999995 -0.086394999999999986 0.11378500000000001 0.10803500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 24 8 10 -4 9 13 11 -3 16 14 15 -1 17 21 -6 -20 -16 25 -15 -24 -2 -7
right_child=1 6 7 -5 18 12 -8 -9 -10 -11 -12 -13 -14 22 20 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27
leaf_value=0.0079843930295316647 0.0068100470229724248 0.0039497141074633932 0.0070606313008741211 0.0090725444736590131 0.0042037579285991748 0.0075958710721582799 -0.00079093676377691758 0.0035401716185237426 0.010691705352270023 0.0064383350997435631 0.00086183120586636722 0.0020558747448936681 0.0060526559162421287 0.0084196857672751407 0.0084198236381223101 0.0090695307242240359 0.0084269831911849627 0.0065224808442753577 0.0022889122199723339 0.0035920771889144908 0.0091312117707771142 0.0081141334682614547 0.0084035230975225729 0.0078117556685166805 0.0062753091206451663 0.0072321284368758645
leaf_weight=55 58 70 75 52 53 85 55 59 87 68 69 86 56 67 673 531 60 59 55 81 85 53 55 176 52 78
leaf_count=55 58 70 75 52 53 85 55 59 87 68 69 86 56 67 673 531 60 59 55 81 85 53 55 176 52 78
internal_value=0 0.00364837 0.00821485 0.00522173 0.00455195 0.00838045 0.00167597 0.00551074 0.00860718 0.00850111 0.00227909 0.00290581 0.00733838 0.00858652 0.00870374 0.00896772 0.00755325 0.00736253 0.00338461 0.00306522 0.00849963 0.00759189 0.0080578 0.00795275 0.00655746 0.00742194
internal_weight=0 631 2322 351 299 2188 280 134 1797 1710 225 156 391 1642 1344 586 335 275 189 136 758 216 298 231 110 163
internal_count=2953 631 2322 351 299 2188 280 134 1797 1710 225 156 391 1642 1344 586 335 275 189 136 758 216 298 231 110 163
is_linear=0
shrinkage=0.00205156


Tree=554
num_leaves=26
num_cat=0
split_feature=1 3 123 2 3 2 43 147 2 13 0 3 133 1 2 52 16 16 151 12 50 3 0 42 2
split_gain=2149.12 376.892 202.555 151.48 108.397 105.811 101.799 58.2787 55.2503 44.2812 37.1207 60.2054 34.6868 33.9272 20.43 18.4256 32.9431 18.3582 17.8139 17.5974 16.0977 15.86 7.72093 6.99404 3.47868
threshold=0.10509 -0.055389999999999988 1.0000000180025095e-35 0.11426500000000002 0.3148450000000001 0.099185000000000009 -0.025079999999999995 0.085900000000000018 0.11203000000000002 -0.0087649999999999985 -0.080244999999999997 -0.14326499999999995 -0.037434999999999989 0.11507500000000002 0.13018000000000005 0.042815000000000006 0.092980000000000021 -0.067654999999999979 1.0000000180025095e-35 0.085905000000000023 0.11669000000000002 -0.008624999999999999 -0.044434999999999995 0.085495000000000015 0.12414000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 9 10 -8 21 11 -1 -12 -2 15 16 -7 -17 20 -14 -13 -3 -18 -21 -10
right_child=1 4 -4 -5 -6 14 8 -9 24 -11 12 18 19 -15 -16 17 22 -19 -20 23 -22 -23 -24 -25 -26
leaf_value=0.0098320619527442043 0.0076495136385174153 0.0030526202180829092 0.0045263424362078477 0.0031032661535301456 0.00013723384049664763 0.0054982517556626904 0.0054428049034255157 0.0058857204105994734 0.0033248330776720655 3.4898723290726002e-05 0.0059469802536302446 0.008007693225639316 0.0084726719772367301 0.0056718034843145941 0.0054774663679075441 0.0080517350220047981 0.0066321018689464535 0.0066145667588233528 0.0068372901826434795 0.0077926542504928014 0.006859242899596195 0.0014805281895975168 0.0075633361836534626 0.0071540487387470684 0.0026116814565289494
leaf_weight=69 67 52 94 77 89 89 53 65 53 55 63 1091 70 74 53 77 81 68 61 103 52 52 66 220 59
leaf_count=69 67 52 94 77 89 89 53 65 53 55 63 1091 70 74 53 77 81 68 61 103 52 52 66 220 59
internal_value=0 0.00323297 0.00741904 0.00537259 0.00210353 0.00754108 0.00264359 0.00775674 0.00375041 0.00149488 0.00782706 0.00800363 0.00733409 0.00661172 0.00664957 0.00681256 0.00646512 0.0073779 0.00789883 0.0075564 0.00795546 0.00226678 0.00705035 0.00735776 0.00294935
internal_weight=0 631 2322 218 413 2228 324 1794 165 159 1729 1273 456 141 434 381 236 145 1204 393 1143 104 147 323 112
internal_count=2953 631 2322 218 413 2228 324 1794 165 159 1729 1273 456 141 434 381 236 145 1204 393 1143 104 147 323 112
is_linear=0
shrinkage=0.00201133


Tree=555
num_leaves=16
num_cat=0
split_feature=123 3 13 3 13 158 1186 13 1375 13 4 481 13 376 4
split_gain=30.0049 27.5424 15.0819 16.6533 14.5714 16.8717 12.3945 12.8392 14.5367 15.482 12.2974 8.66674 7.77195 2.8774 2.56086
threshold=1.0000000180025095e-35 0.28833000000000003 -0.0069149999999999993 -0.0045699999999999985 -0.15747499999999998 0.081110000000000015 0.084100000000000022 0.26746000000000009 -0.10702499999999998 0.041960000000000004 -0.0073499999999999998 -0.075339999999999976 -0.42246499999999992 0.083705000000000016 0.066300000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 13 -1 6 7 8 -6 -10 11 -7 -3 -2 -12
right_child=2 12 -4 -5 5 10 -8 -9 9 -11 14 -13 -14 -15 -16
leaf_value=0.0056992824852558814 0.0021711705782198748 0.0016482116378959315 -0.0020383201596630121 -0.00039285293534536861 -0.00031960625492500244 0.0040193829432101421 7.7365982930890126e-05 0.0058628903145982623 0.0031511316671533536 0.0016105983823567521 0.002598107255714121 0.0073338450989149599 -0.0015315973526583741 0.004180585861488683 0.0041644458993919664
leaf_weight=80 53 58 56 89 53 52 59 55 1774 286 85 70 58 55 74
leaf_count=80 53 58 56 89 53 52 59 55 1774 286 85 70 58 55 74
internal_value=0 0.00298645 0.000774027 0.00157381 0.0031177 0.00303533 0.00285629 0.00293188 0.00285556 0.00293728 0.00445403 0.00592166 5.77419e-05 0.00319509 0.00332751
internal_weight=0 2704 253 197 2588 2508 2227 2168 2113 2060 281 122 116 108 159
internal_count=2957 2704 253 197 2588 2508 2227 2168 2113 2060 281 122 116 108 159
is_linear=0
shrinkage=0.00614244


Tree=556
num_leaves=26
num_cat=0
split_feature=1 2 4 2 0 0 0 40 0 0 2 0 11 52 133 0 43 3 13 52 0 2 16 4 13
split_gain=23.3645 31.2413 47.7681 26.9036 35.457 21.6013 18.569 22.9094 16.2598 15.9965 13.9162 10.7027 14.8465 8.8176 8.53831 7.05263 6.62134 7.09579 5.52079 4.6875 4.66379 4.52996 3.8661 5.81652 2.78607
threshold=0.085780000000000009 1.0000000180025095e-35 -0.14088999999999999 0.10709500000000001 -0.15753999999999999 -0.10185499999999999 -0.10462499999999998 -0.049004999999999993 -0.00077999999999999999 -0.14606999999999998 0.12026500000000001 0.040570000000000002 1.0000000180025095e-35 -0.13963499999999998 0.11524500000000001 -0.062394999999999999 -0.15802999999999998 -0.09738999999999999 0.0048350000000000008 0.047800000000000009 -0.073574999999999988 0.11543500000000002 -0.105305 -0.040394999999999993 -0.051009999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 5 13 4 -4 -2 9 -8 15 10 -5 12 14 -3 16 20 -1 -18 21 -16 22 -19 -7 -24 -21
right_child=1 2 3 6 -6 8 7 -9 -10 -11 -12 -13 -14 -15 19 -17 17 18 -20 24 -22 -23 23 -25 -26
leaf_value=0.0049262397002517999 0.0065276648534667355 0.0025164257749043257 0.00013163054738812364 0.0025968448510579113 -0.0066575699527534459 0.0013402727321179513 0.0018535643066090179 -0.0030517372873046264 -0.00031349140268668033 0.0046699648202609524 -0.0014990383931553584 0.00083978412592750724 0.0059417256367246193 0.0055971431684086539 0.00052522147852700598 0.004566879265652803 0.00073645500206539517 0.0031061689599198167 0.0016339719611772447 0.0014741398218421377 0.0012638035902263519 0.0049935964724469326 0.0023385476937066926 0.0040604714237683455 0.0032181266379707235
leaf_weight=72 53 88 71 72 53 62 65 89 79 59 60 96 65 63 80 72 54 987 97 67 102 53 186 133 79
leaf_count=72 53 88 71 72 53 62 65 89 79 59 60 96 65 63 80 72 54 987 97 67 102 53 186 133 79
internal_value=0 0.00175172 0.000729241 -0.000259991 -0.00276966 0.00267438 0.000641842 -0.000980882 0.00235216 0.00195057 0.000734572 0.00287628 0.00300204 0.0038022 0.00287367 0.00273171 0.00307496 0.00296298 0.00306867 0.00174846 0.00245801 0.00320242 0.00277754 0.00305668 0.00241826
internal_weight=0 1307 620 469 124 687 345 154 634 191 132 1650 1554 151 1489 555 1263 1191 1137 226 483 1040 381 319 146
internal_count=2957 1307 620 469 124 687 345 154 634 191 132 1650 1554 151 1489 555 1263 1191 1137 226 483 1040 381 319 146
is_linear=0
shrinkage=0.00628177


Tree=557
num_leaves=17
num_cat=0
split_feature=2 49 49 2 52 3 39 1429 14 2 0 160 42 13 2 12
split_gain=17.5119 13.264 14.2217 20.2454 17.2177 13.3009 18.0613 8.87771 11.7944 9.85125 14.7356 8.61467 8.23873 10.5087 7.62567 2.12302
threshold=0.14073000000000005 -0.21083999999999997 -0.020454999999999997 -0.080859999999999974 -0.090304999999999983 -0.088584999999999983 0.082765000000000019 0.094215000000000007 -0.13131999999999996 0.10605000000000002 -0.074904999999999985 0.056295000000000005 0.095935000000000006 -0.36115499999999995 0.097845000000000015 0.084305000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -6 14 8 -5 11 -11 -10 13 -2 15 -7
right_child=12 2 3 7 5 6 -8 -9 9 10 -12 -13 -14 -15 -16 -17
leaf_value=0.0050060383218255584 0.00091882006236044937 0.0037171254592695533 0.0050355186391353854 0.0043831623091201482 -0.0022134341376692621 3.4960131237288571e-05 -0.0020415468420150597 -0.00039653783872266199 0.0020110839705474821 -0.00072312146195821882 0.0019845073255638042 0.0032787913861712149 0.0017561335557645971 -0.0028270323660936304 0.0035688226778098405 0.001721882824689156
leaf_weight=53 54 62 84 78 64 52 57 54 1621 114 204 222 64 55 62 57
leaf_count=53 54 62 84 78 64 52 57 54 1621 114 204 222 64 55 62 57
internal_value=0 0.00201617 0.00195813 0.00212615 0.000829747 0.000216453 0.000898809 0.00201954 0.00207784 0.0019946 0.00101365 0.00216382 3.76997e-05 -0.000970698 0.0018793 0.000917703
internal_weight=0 2784 2731 2377 354 292 228 2293 2239 2161 318 1843 173 109 171 109
internal_count=2957 2784 2731 2377 354 292 228 2293 2239 2161 318 1843 173 109 171 109
is_linear=0
shrinkage=0.0060327


Tree=558
num_leaves=23
num_cat=0
split_feature=1 3 4 4 1 1 11 124 3 150 1 13 48 4 50 1375 4 1 4 4 3 4
split_gain=1536.72 313.564 100.325 98.3188 96.0858 71.9 68.1026 78.4453 63.4204 33.9134 32.3796 27.6849 27.2942 50.5279 27.159 27.9206 25.8816 23.8879 19.918 16.9557 10.7036 2.75185
threshold=0.10509 -0.055389999999999988 0.032770000000000001 -0.064209999999999989 0.12381000000000002 0.12288500000000001 1.0000000180025095e-35 -0.082389999999999977 -0.12711499999999995 0.084525000000000003 0.083670000000000008 0.036560000000000002 0.087730000000000016 0.50541500000000006 0.12689000000000003 -0.089714999999999975 0.046185000000000004 0.14450000000000005 0.18095500000000003 -0.50139499999999992 -0.080454999999999985 0.067120000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 -3 9 16 7 -1 -9 -5 18 -8 13 -6 15 -10 -2 -15 20 -17 -4 -22
right_child=1 3 10 4 12 -7 11 8 14 -11 -12 -13 -14 17 -16 19 -18 -19 -20 -21 21 -23
leaf_value=0.0063062092979284919 0.0085986951801512584 0.0065710535222902747 0.0083196540750865352 0.0055999282457121439 0.0045950400707955663 0.0049406850213077041 0.011229502491877727 0.006647635786770828 0.0074333246111636438 0.0035278996089868129 0.0065496466718682244 0.0092187408842067439 0.001404395850656459 0.0031907910842880645 0.0076402865527567228 0.010037791183080649 0.0069330625200494447 0.0012366175935247439 0.0089603091591997017 0.0089354652265044368 0.0069552436469499952 0.0076085658402898675
leaf_weight=57 80 56 64 100 65 53 68 58 53 53 94 54 52 58 75 64 84 52 68 1532 64 53
leaf_count=57 80 56 64 100 65 53 68 58 53 53 94 54 52 58 75 64 84 52 68 1532 64 53
internal_value=0 0.00500514 0.00864195 0.00398202 0.00360042 0.00706071 0.00882465 0.00872413 0.00880145 0.00488231 0.00759739 0.0103397 0.00273631 0.00313196 0.0088739 0.00893 0.0077457 0.0022672 0.00799283 0.00897968 0.00762924 0.00725138
internal_weight=0 653 2304 436 380 217 1961 1839 1782 153 343 122 227 175 1724 1649 164 110 249 1596 181 117
internal_count=2957 653 2304 436 380 217 1961 1839 1782 153 343 122 227 175 1724 1649 164 110 249 1596 181 117
is_linear=0
shrinkage=0.00209259


Tree=559
num_leaves=18
num_cat=0
split_feature=44 1 51 150 4 16 50 482 15 50 4 1210 1210 1 160 475 160
split_gain=22.7941 23.2748 31.1707 19.9165 17.0853 19.5234 18.2924 19.736 7.95421 6.33111 5.14575 5.10182 7.52471 8.1645 6.71247 7.88453 7.61054
threshold=0.081710000000000019 0.086005000000000012 -0.40775499999999992 0.11717500000000002 -0.17006499999999999 -0.53342999999999996 0.08568000000000002 0.093375000000000027 0.120215 0.11875500000000001 -0.50324499999999983 -0.081959999999999991 -0.0097899999999999984 0.079805000000000015 0.062030000000000009 -0.085684999999999997 0.09389500000000002
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 10 -6 7 -7 11 -8 -4 -1 -13 14 15 -14 -16
right_child=-2 2 3 -5 5 6 9 -9 -10 -11 -12 12 13 -15 16 -17 -18
leaf_value=0.0043126568252361674 0.0063524232004025984 0.0063873947602811282 0.0021924222440903134 -0.00207223134792837 0.0047134501276050117 -0.00015693556090479104 0.0028750676584624445 0.0035744420613197927 0.00021477444868918231 0.00054337764209791374 0.0049160869384171722 0.00070365501346759398 0.0044809540275704586 0.0044790852309980495 0.00569175846944899 0.0021914506842958875 0.0028204090952576957
leaf_weight=77 55 52 56 80 61 593 203 70 62 69 68 91 71 103 58 1050 138
leaf_count=77 55 52 56 80 61 593 203 70 62 69 68 91 71 103 58 1050 138
internal_value=0 0.00203286 0.00134946 0.00113109 0.00135996 0.00107022 0.000832461 0.000236919 0.00255138 0.00228383 0.00368662 0.00264256 0.00255741 0.00267615 0.0025351 0.00233652 0.00367046
internal_weight=0 2902 1252 1200 1120 996 935 663 1650 272 124 1588 1511 1420 1317 1121 196
internal_count=2957 2902 1252 1200 1120 996 935 663 1650 272 124 1588 1511 1420 1317 1121 196
is_linear=0
shrinkage=0.00664611


Tree=560
num_leaves=34
num_cat=0
split_feature=1 1 12 2 4 14 4 2 1 0 12 2 12 150 1 15 12 4 16 12 16 124 4 4 2 16 15 16 1446 42 4 16 16
split_gain=2667.58 599.921 539.413 219.354 97.7359 89.3427 82.7757 82.1202 79.9533 102.882 77.8699 80.0192 51.687 63.5268 50.8134 49.6407 46.7552 25.1155 24.7173 24.6641 22.5235 15.1813 12.2355 11.4118 9.26824 8.59483 7.75513 6.32706 5.7509 3.02158 2.85334 2.68011 2.37895
threshold=0.10075500000000003 0.12448500000000001 0.085075000000000026 0.095850000000000005 0.27998000000000006 0.064610000000000015 -0.0101 0.13388500000000003 0.088470000000000007 0.051660000000000005 0.056995000000000011 0.08154500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.085410000000000014 -0.43091499999999999 0.091585000000000014 0.0047050000000000008 -0.40430999999999989 0.091945000000000013 0.035560000000000008 -0.084084999999999979 -0.0086549999999999978 -0.081204999999999986 0.085155000000000022 0.064455000000000012 -0.069034999999999985 0.014185000000000001 0.08517000000000001 0.11195000000000001 -0.085669999999999982 -0.052039999999999996 -0.081204999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 5 7 10 -4 -3 9 17 11 -1 21 -14 -13 -6 23 19 -19 -5 22 -2 29 24 30 31 -20 28 -25 -18 -12 -21 -26
right_child=1 4 6 8 15 -7 -8 -9 -10 -11 16 14 13 -15 -16 -17 20 18 26 25 -22 -23 -24 27 32 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.0058901208788447465 0.0032880469554528863 0.0051494336097897934 0.0098587161868138283 0.010202012441440169 0.0016997279003459036 0.011652911175771144 0.00703187362476561 0.0014107199452232798 0.0055725522026280764 0.0051687748538819245 0.010471236033121438 0.010285265879244705 0.0058104257747798203 0.0027700597800843756 0.0073940264806227592 -0.00071799791303808562 0.0093293841878961097 0.0091193001693246883 0.0079169690104503795 0.0085430891169177292 0.0074415182047344866 0.0017634150299860021 0.0079929046058656202 0.0094604963628752165 0.0091378395411812596 0.0077986312362454749 0.0069318812603145772 0.0089209355465502353 0.010157576633361233 0.0088239494402503407 0.0099827588501517749 0.0092216134641221522 0.0097289760500845132
leaf_weight=63 68 52 94 54 81 75 103 60 70 52 99 62 78 56 54 80 161 55 75 63 56 57 53 522 60 55 78 93 64 90 144 52 76
leaf_count=63 68 52 94 54 81 75 103 60 70 52 99 62 78 56 54 80 161 55 75 63 56 57 53 522 60 55 78 93 64 90 144 52 76
internal_value=0 0.00413752 0.0056657 0.00893598 0.00158489 0.00932944 0.00838084 0.00314676 0.00774844 0.00806308 0.00922031 0.00786641 0.00360042 0.00454 0.00893954 0.000498229 0.0093912 0.00841142 0.00786571 0.00891804 0.00871279 0.002593 0.0089469 0.00962202 0.00992589 0.00851006 0.00741492 0.00945237 0.00953667 0.00914825 0.0101819 0.0088501 0.00946835
internal_weight=0 729 456 2226 273 1672 197 112 554 484 1597 179 259 134 116 161 1418 432 208 224 360 125 304 1058 379 170 153 679 586 251 243 115 136
internal_count=2955 729 456 2226 273 1672 197 112 554 484 1597 179 259 134 116 161 1418 432 208 224 360 125 304 1058 379 170 153 679 586 251 243 115 136
is_linear=0
shrinkage=0.00217713


Tree=561
num_leaves=23
num_cat=0
split_feature=1 3 2 2 52 3 1 14 15 3 15 3 2 124 155 0 0 0 484 15 3 0
split_gain=1580.57 403.299 164.29 120.745 101.532 97.2269 83.507 76.411 64.8716 60.7071 58.0236 56.1943 46.0539 39.5037 35.0858 35.5164 24.4282 22.0931 8.99432 8.1109 6.1027 0.893614
threshold=0.10075500000000003 -0.049204999999999992 0.11426500000000002 0.13501500000000002 0.057445000000000003 0.3148450000000001 0.090650000000000022 0.064610000000000015 0.089625000000000024 0.076825000000000018 -0.079504999999999978 -0.12077499999999998 0.091290000000000024 -0.082389999999999977 0.098655000000000007 -0.05937499999999999 -0.10934999999999999 -0.17862999999999998 0.083895000000000011 0.079600000000000018 -0.068734999999999977 -0.077104999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 6 5 9 7 11 10 13 -8 -1 16 -3 15 -2 -13 -11 19 -14 -18 -10
right_child=1 4 -4 -5 -6 -7 8 -9 21 17 -12 12 18 -15 -16 -17 20 -19 -20 -21 -22 -23
leaf_value=0.0058906474700780292 0.0070750399556696623 0.0028854112001107757 0.003118548551430829 0.0042482727798759234 0.0046117487437311146 -0.00025590055643334909 0.0068164549438866065 0.0096954509651302808 0.0077136246800872908 0.002723258055843628 0.0043452072041587561 0.0066696998538296626 0.0069235162697568065 0.00089692733379323204 0.0082682812845313227 0.0049219717377180982 0.0079522816354861674 0.0045124180149466869 0.0079708812471091777 0.0074694921591219113 0.0086828896724584805 0.0073663396351781787
leaf_weight=84 94 84 71 52 92 62 85 78 61 53 83 66 367 93 55 53 971 72 59 181 54 85
leaf_count=84 94 84 71 52 92 62 85 78 61 53 83 66 367 93 55 53 971 72 59 181 54 85
internal_value=0 0.00384867 0.00586871 0.0074137 0.00263925 0.00214064 0.0074894 0.00765868 0.00648659 0.00263272 0.00559567 0.00756952 0.00765256 0.00184074 0.00683524 0.00629892 0.0079109 0.00375399 0.0071882 0.00710389 0.00799079 0.00751159
internal_weight=0 729 273 2226 456 364 2174 1860 314 302 168 1782 1698 177 202 147 1091 125 607 548 1025 146
internal_count=2955 729 273 2226 456 364 2174 1860 314 302 168 1782 1698 177 202 147 1091 125 607 548 1025 146
is_linear=0
shrinkage=0.00210133


Tree=562
num_leaves=27
num_cat=0
split_feature=3 0 16 48 15 4 15 15 16 4 16 475 16 1 51 47 16 4 51 15 11 15 3 0 4 1
split_gain=35.2279 20.7876 29.0227 20.629 21.5702 27.5667 47.8766 25.6218 24.7667 17.1636 14.9789 14.7828 13.5078 15.1006 12.0606 11.9843 9.48388 9.04365 7.32926 6.84639 22.3034 6.41113 6.24818 3.97803 3.66183 3.1139
threshold=-0.049204999999999992 -0.041534999999999996 0.052690000000000008 0.099800000000000014 -0.047859999999999993 -0.17568999999999999 0.015700000000000002 -0.2987999999999999 -0.42170999999999997 -1.0000000180025095e-35 0.0060400000000000011 -1.0000000180025095e-35 0.25968500000000005 0.079225000000000004 0.099470000000000017 0.084695000000000006 -0.0087049999999999992 0.0029800000000000004 -0.085764999999999994 -0.19153499999999998 0.07635500000000002 -0.077474999999999988 -0.11151499999999999 -0.081909999999999997 0.0033150000000000007 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
left_child=1 10 -3 4 7 -6 9 8 -2 -7 18 -4 13 23 -5 16 17 -9 -1 -20 22 -14 -21 -12 -24 -23
right_child=3 2 11 14 5 6 -8 15 -10 -11 12 -13 21 -15 -16 -17 -18 -19 19 20 -22 25 24 -25 -26 -27
leaf_value=0.0041166722932560939 0.0024509603591605688 -0.0020535291192839535 0.0040556025506022064 0.00024105000536582151 0.0023508013269282306 -0.0055648832224104786 0.0022124471829465253 0.00043959398939782994 -0.0018178342625645224 -0.001421154342975348 0.00036219741827239738 0.00040146669838194012 0.0038443671164667698 -0.0015721255618903246 -0.003020740029016606 0.0050924738385061293 0.0042354104104243536 0.0030403931393615216 0.0041664894406408786 0.0042040804373495574 -0.00076513760450652615 0.0011612133687348264 0.002484706514749632 0.0022410161185266136 0.0017285935835563574 0.0027082917811422037
leaf_weight=69 70 79 55 71 89 52 69 81 81 59 55 69 52 73 56 54 52 68 56 53 63 101 1088 72 212 56
leaf_count=69 70 79 55 71 89 52 69 81 81 59 55 69 52 73 56 54 52 68 56 53 63 101 1088 72 212 56
internal_value=0 0.00203723 0.000436111 0.000746498 0.0011122 -4.19545e-05 -0.00122535 0.00187704 0.000160706 -0.00336287 0.00220388 0.00202271 0.00130937 0.000332544 -0.00119678 0.00289317 0.00230203 0.00162691 0.00244126 0.00236268 0.00229131 0.00224386 0.00243367 0.0014278 0.00236145 0.0017134
internal_weight=0 2153 203 802 675 269 180 406 151 111 1950 124 409 200 127 255 201 149 1541 1472 1416 209 1353 127 1300 157
internal_count=2955 2153 203 802 675 269 180 406 151 111 1950 124 409 200 127 255 201 149 1541 1472 1416 209 1353 127 1300 157
is_linear=0
shrinkage=0.0052563


Tree=563
num_leaves=28
num_cat=0
split_feature=4 3 3 43 48 3 2 39 11 3 43 2 3 2 43 4 43 11 3 15 2 15 4 3 15 4 133
split_gain=2578.45 781.607 368.172 237.589 157.178 118.737 106.005 81.4904 81.4021 77.8784 64.1951 48.8052 48.1906 47.8924 43.4695 39.6539 35.5244 30.7916 76.0358 30.1701 30.1649 18.9096 12.9885 12.3745 11.9633 8.5765 3.09248
threshold=0.27998000000000006 -0.063569999999999974 0.30863500000000005 -0.035884999999999993 0.09117500000000002 0.31395500000000004 0.095850000000000005 0.088025000000000006 1.0000000180025095e-35 0.11391500000000002 -0.11760499999999999 0.11504500000000002 -0.115685 0.089795000000000014 -0.11158 0.0049450000000000006 -0.083134999999999987 1.0000000180025095e-35 -0.08867499999999999 -1.0000000180025095e-35 0.072175000000000017 0.091195000000000012 -0.082274999999999987 -0.080054999999999987 -0.074729999999999977 -0.0014249999999999998 -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 6 3 4 10 7 8 11 12 13 -3 -2 -1 20 -8 21 -12 18 -16 -15 -5 22 -14 -20 -17 -25 -23
right_child=5 2 -4 9 -6 -7 14 -9 -10 -11 16 -13 15 19 17 24 -18 -19 23 -21 -22 26 -24 25 -26 -27 -28
leaf_value=0.023501115828341388 0.020830941327197365 0.02455231517540947 0.016881309332687014 0.024446872344470412 0.017503519735255581 0.014335028618119118 0.022484258717239341 0.016382722294396464 0.028250415920277577 0.02187689566981978 0.01982146221591467 0.018111399963663035 0.026578035165000694 0.02303073294814393 0.022014577270943008 0.025282499389533118 0.022641119162077609 0.026472192395899406 0.025990491613664544 0.025225509897557404 0.026783363824472183 0.025835850256383911 0.025973885517613881 0.025310912379560506 0.023892582308217579 0.024202138886832338 0.025258955168692504
leaf_weight=54 68 52 63 54 55 59 55 95 85 64 54 96 318 93 59 89 54 58 71 64 88 87 690 87 66 85 192
leaf_count=54 68 52 63 54 55 59 55 95 85 64 54 96 318 93 59 89 54 58 71 64 88 87 690 87 66 85 192
internal_value=0 0.0248669 0.0225111 0.0231247 0.0210813 0.0174761 0.0256235 0.0181915 0.0259132 0.0243349 0.022311 0.0192392 0.0257804 0.024861 0.0245194 0.0258658 0.0212315 0.0248303 0.0245149 0.0239256 0.025895 0.0260072 0.0261645 0.0251218 0.0246908 0.0247631 0.0254389
internal_weight=0 2637 641 578 215 318 1996 259 1581 363 160 164 1496 299 415 1442 108 360 302 157 142 1287 1008 243 155 172 279
internal_count=2955 2637 641 578 215 318 1996 259 1581 363 160 164 1496 299 415 1442 108 360 302 157 142 1287 1008 243 155 172 279
is_linear=0
shrinkage=0.0024518


Tree=564
num_leaves=25
num_cat=0
split_feature=1 4 3 3 4 448 3 15 2 1 400 48 3 150 15 15 51 133 15 13 3 15 1213 403
split_gain=34.2045 18.9354 18.2004 42.1097 14.7924 15.6484 11.9544 10.462 16.6455 10.1999 8.46353 8.60215 10.7359 8.53087 7.36668 7.08393 7.09142 6.16197 5.04768 2.78826 2.45628 2.78514 1.7116 1.50638
threshold=0.12765500000000005 -0.10701499999999999 -0.0075749999999999993 -0.13392999999999997 -0.033649999999999992 -0.037059999999999989 0.12168500000000002 -0.036279999999999993 -1.0000000180025095e-35 0.09803000000000002 -0.0080949999999999998 0.10168500000000001 -0.07298499999999998 0.11183500000000002 -0.26361999999999991 -0.0039399999999999991 -0.092239999999999989 -0.0065299999999999993 0.084785000000000013 -0.0027149999999999995 -0.070619999999999988 0.087670000000000012 0.062550000000000008 -0.083219999999999975
decision_type=2 2 2 2 2 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 15 -6 10 8 -2 -1 -7 13 -13 -12 -10 16 -3 19 -19 22 21 -20 23 -17
right_child=7 4 -4 -5 5 6 -8 -9 14 -11 11 12 -14 -15 -16 17 -18 18 20 -21 -22 -23 -24 -25
leaf_value=0.0008104656162190464 -0.0015467906422103176 0.002855427711946688 0.0030241108207647248 -0.0030845333223763708 -3.9141342922720205e-05 0.00036138337882258236 1.5555586352581719e-05 -0.0017426175931031017 0.00070821074188535938 0.003785019238930275 0.0025701646243626907 0.0026611778248844032 -0.00035216461665702928 0.0046269664046951374 0.0031039677251402005 0.0040076517497976624 0.0055188650953508656 0.00093541846313810375 0.0034247521006750548 0.0023197378436144848 0.0037038346480576453 0.002290785678832119 0.0041763942864363919 0.00309399307066573
leaf_weight=82 55 52 96 69 82 52 59 52 74 52 993 70 61 59 68 66 59 53 74 64 54 316 83 210
leaf_count=82 55 52 96 69 82 52 59 52 74 52 993 70 61 59 68 66 59 53 74 64 54 316 83 210
internal_value=0 0.00238668 0.00113986 0.000248504 0.00254154 0.00218501 0.002326 0.000352336 0.000905604 0.00196519 0.00243633 0.00252749 0.00125759 0.00268557 0.00185587 0.00301731 0.00427163 0.00286592 0.00246896 0.00333219 0.00265189 0.00250609 0.00351252 0.00331268
internal_weight=0 2706 299 203 2407 1376 1294 249 197 134 1235 1183 131 1052 142 1031 111 920 497 423 444 390 359 276
internal_count=2955 2706 299 203 2407 1376 1294 249 197 134 1235 1183 131 1052 142 1031 111 920 497 423 444 390 359 276
is_linear=0
shrinkage=0.00525183


Tree=565
num_leaves=21
num_cat=0
split_feature=2 2 2 2 43 16 150 40 123 16 41 16 40 51 151 1429 16 51 2 16
split_gain=1206.96 574.415 298.959 163.009 145.771 94.0379 89.5459 57.4784 46.7715 50.8037 39.7151 33.6015 33.1584 31.5638 28.4303 30.1542 21.3023 19.4249 18.1004 8.1592
threshold=0.11366500000000002 -1.0000000180025095e-35 0.14744000000000002 0.099845000000000003 -1.0000000180025095e-35 0.14976500000000001 0.082085000000000019 -0.025204999999999995 0.085810000000000011 -0.5061699999999999 0.075585000000000013 0.31625000000000009 -0.079179999999999987 -0.26625499999999996 0.053170000000000002 0.084845000000000018 -0.059289999999999995 -0.020969999999999996 0.10605000000000002 -0.057034999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 10 12 8 11 -4 9 -2 13 18 -1 -3 15 17 -11 -15 19 -5
right_child=2 3 7 6 -6 -7 -8 -9 -10 16 -12 -13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0047267864471455603 0.004111629513446474 0.007429206144058953 0.0009190666384586648 0.0086035738142419532 0.0071845627102099007 0.0077577791040997551 0.0051138312181386661 0.0035525792296283625 0.0036912909792757055 0.0069922704013570258 0.010368205600102933 0.0090080212325957844 0.0025627297514914274 0.0096715995056658143 0.0076395909385492478 0.0078660178934671348 0.005378118805809187 0.0090187353142121441 0.0067992975786456186 0.0075166222935092522
leaf_weight=70 54 56 57 55 96 95 56 90 55 99 87 88 52 223 63 87 53 1421 90 63
leaf_count=70 54 56 57 55 96 95 56 90 55 99 87 88 52 223 63 87 53 1421 90 63
internal_value=0 0.00847547 0.00499317 0.00877854 0.00529311 0.00600955 0.00749389 0.00253157 0.00537314 0.00582207 0.00901198 0.0079441 0.00380458 0.00894819 0.00899559 0.00904493 0.00642959 0.00910731 0.00749387 0.00802344
internal_weight=0 2507 503 2289 218 356 352 147 261 206 1937 296 122 1850 1794 1731 152 1644 208 118
internal_count=3010 2507 503 2289 218 356 352 147 261 206 1937 296 122 1850 1794 1731 152 1644 208 118
is_linear=0
shrinkage=0.00205156


Tree=566
num_leaves=27
num_cat=0
split_feature=1 52 1 3 40 4 41 1 4 4 16 160 157 43 160 3 1 52 49 1 3 1 43 4 1 157
split_gain=2082.95 360.315 231.108 126.53 118.093 90.3017 91.1207 84.1812 68.2586 66.067 43.2924 41.2298 39.1978 38.6401 34.3967 34.1091 30.5058 30.0287 23.6149 22.0817 19.3991 15.21 14.5154 10.9162 8.0148 5.62899
threshold=0.10404000000000001 -0.41694999999999993 0.12448500000000001 -0.049204999999999992 -0.034699999999999988 0.25367000000000006 0.075585000000000013 0.084815000000000015 0.27998000000000006 0.27644500000000005 -0.0070549999999999996 -0.079974999999999991 -0.076194999999999999 -0.062434999999999997 0.083130000000000023 0.11995000000000001 1.0000000180025095e-35 -0.046194999999999993 -0.0087399999999999995 0.14787500000000001 -0.079574999999999993 0.089075000000000015 0.0049250000000000014 0.51544000000000012 0.08844500000000001 -0.082259999999999986
decision_type=2 2 2 2 2 2 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 7 6 10 -1 -3 17 14 12 -12 -5 22 -15 20 -4 -16 23 -13 -18 25 -11 -24 -6
right_child=1 2 9 13 5 -7 -8 -9 -10 19 11 16 -14 15 18 -17 21 -19 -20 -21 -22 -23 24 -25 -26 -27
leaf_value=0.0089206040041892327 0.0096976184107333916 0.0084432682197061251 0.0031313928517615196 0.0034103516283221702 0.010212397259305936 0.0067605192666958481 0.011525307242230508 0.0050763421926732118 0.0052981413050331655 0.0019978869487552149 0.0063069114427054896 0.0091454092339860599 0.0086640068408199329 0.0066100887758371992 0.0074161532961623698 0.0042305481998026161 0.010867981726241855 0.00543967555492611 0.0093033959737138499 0.00093613610603757711 0.008037172996328024 0.0094561452623832115 0.0094107462239498806 0.0033396487413821642 0.0085736152151594143 0.0096977812000908041
leaf_weight=54 67 83 55 88 116 63 92 54 54 63 52 210 94 53 58 62 52 52 69 55 117 121 229 53 72 872
leaf_count=54 67 83 55 88 116 63 92 54 54 63 52 210 94 53 58 62 52 52 69 55 117 121 229 53 72 872
internal_value=0 0.00490372 0.00438396 0.00558742 0.00922174 0.00933003 0.00940517 0.00699869 0.00720375 0.00291201 0.00931056 0.0088432 0.00782465 0.00449648 0.00952377 0.00532741 0.00914057 0.00425339 0.00844169 0.00207253 0.00874896 0.00988065 0.00963036 0.00261113 0.00921058 0.00975823
internal_weight=0 685 618 340 2325 2217 2154 108 137 278 2062 646 146 203 1416 115 500 107 127 171 327 173 1289 116 301 988
internal_count=3010 685 618 340 2325 2217 2154 108 137 278 2062 646 146 203 1416 115 500 107 127 171 327 173 1289 116 301 988
is_linear=0
shrinkage=0.00217626


Tree=567
num_leaves=18
num_cat=0
split_feature=9 2 11 39 106 4 0 0 4 3 3 2 0 1 3 4 474
split_gain=28.9134 22.8981 29 20.1758 18.5522 13.9915 12.5617 19.6581 16.4754 16.1813 11.2559 10.6214 9.45867 19.5892 10.3994 7.82157 6.30511
threshold=0.093040000000000012 0.099845000000000003 0.077330000000000024 0.10189000000000001 0.085275000000000004 -0.17568999999999999 -0.13843999999999998 -0.108275 0.50541500000000006 -0.011629999999999998 0.11878500000000002 0.15305000000000002 -0.06612999999999998 0.11329500000000002 -0.11749 -0.057674999999999997 0.092835000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 -1 9 -8 11 -3 -11 15 14 -14 -7 -9 -16
right_child=-2 3 -4 -5 -6 12 7 8 -10 10 -12 -13 13 -15 16 -17 -18
leaf_value=0.0057480447984650934 -0.0014329254484412495 -0.0016241870791370077 0.0065265515110393925 -0.00061282508220160338 -0.00023022817561550911 0.0058561165144620959 0.0063782614099003598 0.0042289708567733435 -0.00056939261846032955 0.0041366005445557024 0.00080157129545561261 0.00041694829733876146 -0.0012042618498375006 0.0034413366221257777 0.0032606351780084088 0.0025655653836802682 0.0013197245641589609
leaf_weight=76 53 53 94 83 55 53 52 166 53 61 85 53 52 82 1631 247 61
leaf_count=76 53 53 94 83 55 53 52 166 53 61 85 53 52 82 1631 247 61
internal_value=0 0.00297917 0.00331103 0.00216054 0.00316063 0.00325605 0.00245957 0.00290617 0.00255816 0.00117781 0.00219541 0.00291401 0.00315523 0.0016381 0.00327169 0.0032343 0.0031907
internal_weight=0 2957 2104 853 2010 1955 770 571 519 199 146 466 1879 134 1745 413 1692
internal_count=3010 2957 2104 853 2010 1955 770 571 519 199 146 466 1879 134 1745 413 1692
is_linear=0
shrinkage=0.00592182


Tree=568
num_leaves=29
num_cat=0
split_feature=1 3 12 1 3 43 43 1 12 41 160 1 0 3 10 0 42 12 3 151 43 3 156 15 3 3 49 15
split_gain=1241.59 237.099 85.0807 101.121 62.7374 61.8209 60.1623 59.3909 46.9602 41.3719 41.1422 37.5233 37.4845 21.8222 19.6001 19.8788 16.2064 14.627 11.8496 9.24111 14.6801 9.39258 8.18808 7.98846 7.00159 6.56459 6.01084 3.35697
threshold=0.10404000000000001 -0.064349999999999991 0.056995000000000011 0.087225000000000011 0.3148450000000001 -0.0101 -0.034774999999999993 0.122715 0.095565000000000011 0.075585000000000013 -1.0000000180025095e-35 0.079805000000000015 -0.10185499999999999 -0.12711499999999995 -0.0093599999999999985 -0.074679999999999983 -0.079234999999999986 0.11819000000000002 0.11745500000000002 -0.086249999999999979 -0.085264999999999994 -0.13392999999999997 0.088735000000000022 0.050935000000000008 -0.08095999999999999 -0.095259999999999997 0.059130000000000009 0.11129500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 11 6 -5 14 10 9 19 -2 -1 -7 -12 -3 -16 25 23 -8 20 -4 -21 24 26 -23 -10 -18 -25
right_child=1 4 8 5 -6 12 18 -9 16 -11 13 -13 -14 -15 15 -17 17 -19 -20 21 -22 22 -24 27 -26 -27 -28 -29
leaf_value=0.0059934930315408861 0.0043817172612304238 0.0014926950907262104 0.0069497198172854989 0.0031826820062763046 0.0014105559915759869 0.0044527018740854454 0.0045835345778966604 0.003456933842830987 0.006424794912476924 0.0083221150053603889 0.0071750101477121896 0.0077793135600667217 0.0066336851347895834 0.0055032485302452345 0.0020863007398761249 0.0035715244222890067 0.0054810475292831453 0.0052415502259531019 0.0035732403870889495 0.0076582337296836412 0.0055826216111133113 0.0070030804479969651 0.0062581101945895579 0.006755623581134758 0.0066749548457199978 0.0073592610909557149 0.0062595366519365668 0.0061466559039063413
leaf_weight=103 52 57 65 64 92 59 76 52 60 75 67 77 59 52 66 69 69 71 102 58 54 788 80 96 357 54 82 54
leaf_count=103 52 57 65 64 92 59 76 52 60 75 67 77 59 52 66 69 69 71 102 58 54 788 80 96 357 54 82 54
internal_value=0 0.00362992 0.00659141 0.00572986 0.00283963 0.00471335 0.00319491 0.00526711 0.00675028 0.00692193 0.00581746 0.00675754 0.00554337 0.00644467 0.00244404 0.00284557 0.00622859 0.00603271 0.00400472 0.00684701 0.00632953 0.00689499 0.00685884 0.00621925 0.00690079 0.00686762 0.00590394 0.00653653
internal_weight=0 685 2325 362 462 182 370 223 1963 1477 171 180 118 119 192 135 486 372 178 1402 119 1283 1225 301 1145 114 151 150
internal_count=3010 685 2325 362 462 182 370 223 1963 1477 171 180 118 119 192 135 486 372 178 1402 119 1283 1225 301 1145 114 151 150
is_linear=0
shrinkage=0.00193323


Tree=569
num_leaves=18
num_cat=0
split_feature=4 2 39 3 2 11 2 0 2 3 2 4 2 15 3 0 15
split_gain=1717.97 561.921 290.317 192.984 96.8857 78.4039 72.5518 71.5599 99.8869 74.4424 65.2388 62.0657 61.4208 39.6601 38.0658 39.6607 46.8395
threshold=0.31392000000000003 0.13388500000000003 0.0047850000000000011 0.13772500000000001 -0.007134999999999999 1.0000000180025095e-35 0.14019000000000004 -0.13409999999999997 0.088005000000000014 -0.12711499999999995 0.153865 0.0049450000000000006 0.094985000000000014 0.025430000000000005 -0.14326499999999995 -0.18713499999999997 -0.46188999999999997
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 7 14 8 -1 -9 -3 -11 -6 -7 -2 -16 -17
right_child=6 10 4 -5 12 13 -8 9 -10 11 -12 -13 -14 -15 15 16 -18
leaf_value=0.010477189888438694 0.0060309333305467085 0.0059958090573887469 0.00436420700059683 0.005490219714639007 0.0095760032259250404 0.010275491871043549 0.0020309527865532803 0.0073568125876030893 0.0067079337676809944 0.0099509332074677135 0.0027728193485533834 0.0088753934565883597 0.0064478905159173986 0.012467882507288303 0.0055766020060366572 0.0043447740180266731 0.0016652422379087972
leaf_weight=55 55 71 59 55 55 102 86 65 94 1615 55 317 71 68 52 82 53
leaf_count=55 55 71 59 55 55 102 86 65 94 1615 55 317 71 68 52 82 53
internal_value=0 0.00916763 0.00939332 0.0096024 0.0067136 0.00970004 0.00378345 0.00958497 0.00809943 0.00969579 0.00458914 0.00977447 0.00781353 0.0111526 0.00440614 0.00392813 0.00329299
internal_weight=0 2682 2556 2371 185 2316 328 2146 149 1997 126 1932 126 170 242 187 135
internal_count=3010 2682 2556 2371 185 2316 328 2146 149 1997 126 1932 126 170 242 187 135
is_linear=0
shrinkage=0.00222067


Tree=570
num_leaves=30
num_cat=0
split_feature=12 3 12 43 43 457 12 3 43 14 12 3 12 3 376 11 48 159 12 43 457 43 12 48 159 403 3 1212 484
split_gain=1322.46 327.823 250.815 245.69 173.75 117.236 91.8789 70.5819 101.131 62.229 35.3182 29.9335 27.7692 19.246 17.2764 16.7501 19.506 16.1247 13.2554 19.1417 12.3404 10.7923 10.492 9.35884 7.09207 5.30263 8.82885 8.24873 4.07464
threshold=0.056995000000000011 0.28833000000000003 0.10383500000000001 -0.031974999999999996 -0.11113499999999998 0.094310000000000019 0.14472000000000004 0.11391500000000002 0.0049250000000000014 0.076450000000000004 -0.089399999999999993 -0.0037099999999999998 0.089505000000000015 -0.013174999999999997 0.048695000000000009 0.082245000000000013 0.091125000000000025 0.08894500000000001 0.11498000000000001 -0.0005399999999999999 0.064110000000000014 -0.040339999999999994 0.099680000000000005 0.084565000000000015 0.083310000000000009 -0.092059999999999989 -0.092319999999999985 0.058905000000000006 0.088135000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 -1 7 18 8 11 12 14 -5 20 -12 -6 16 17 22 19 -4 25 -20 -14 -13 -3 27 -27 -2 -28
right_child=2 24 6 5 10 -7 -8 -9 -10 -11 13 23 15 -15 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 26 28 -29 -30
leaf_value=0.0079424243244250355 0.010123843973470268 0.0010861334472126644 0.0083710364302582666 0.0078521901937311546 0.0035071373815297969 0.0041268265334223186 0.0047204915615367046 0.0058021686588455267 0.005659013352335031 0.012239350392160672 0.0034368546575210142 0.010473895815632973 0.0095730202131265509 0.0014164222933086711 0.0055217042186304806 0.010547584782604745 0.0078866478533884034 0.0081920564803180159 0.0078874313884638846 0.0065682018548982174 0.0089351116798799726 0.0094985062983105415 0.0085393152805219238 0.0091710914869475094 0.0023321704801384166 0.010790415988162872 0.0099162580184221135 0.0088507559287907961 0.010529287706630504
leaf_weight=72 71 60 80 52 53 53 67 65 54 60 67 106 545 53 54 63 65 71 52 69 72 53 70 52 55 101 571 59 79
leaf_count=72 71 60 80 52 53 53 67 65 54 60 67 106 545 53 54 63 65 71 52 69 72 53 70 52 55 101 571 59 79
internal_value=0 0.00559283 0.00937127 0.00625316 0.00455302 0.00758384 0.00732971 0.00814066 0.00871633 0.00972995 0.00347784 0.00950237 0.00964472 0.00254472 0.00452408 0.00930457 0.00920026 0.00932469 0.00801786 0.00753635 0.00993523 0.0087009 0.00945541 0.0100453 0.0016823 0.0100169 0.0100984 0.00954626 0.00999081
internal_weight=0 796 2148 681 299 382 321 329 264 1827 227 210 1767 120 107 814 751 686 254 149 953 105 615 158 115 881 751 130 650
internal_count=2944 796 2148 681 299 382 321 329 264 1827 227 210 1767 120 107 814 751 686 254 149 953 105 615 158 115 881 751 130 650
is_linear=0
shrinkage=0.00250388


Tree=571
num_leaves=27
num_cat=0
split_feature=3 3 43 15 3 42 15 0 16 49 3 13 15 49 0 3 3 3 0 13 3 49 15 42 43 13
split_gain=1380.97 524.343 279.927 172.981 139.229 137.985 85.1624 66.0644 72.4088 48.2183 36.0993 32.354 29.2842 27.804 55.0418 37.2824 26.0253 20.9298 17.994 12.7789 13.7601 11.5251 10.5981 9.73267 7.7108 5.12473
threshold=-0.057749999999999989 0.3148450000000001 -0.033049999999999989 -0.26361999999999991 0.11745500000000002 -1.0000000180025095e-35 -0.0025249999999999995 -0.063204999999999983 0.070590000000000014 0.047620000000000003 0.018975000000000002 -0.0073899999999999999 -0.10271999999999999 -0.046739999999999997 -0.096444999999999989 -0.15288999999999997 -0.082294999999999993 -0.081184999999999993 -0.065229999999999996 0.0048350000000000008 -0.10859999999999999 0.097500000000000017 -0.041569999999999989 0.11128500000000001 -0.019324999999999998 -0.091849999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 6 -2 9 13 -9 10 -4 12 -7 14 -5 -15 24 19 -8 25 -21 23 -6 -19 -10 -17
right_child=1 -3 4 7 22 11 18 8 16 -11 -12 -13 -14 15 -16 17 -18 21 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=0.0039678360332010554 0.0063185494292901222 -0.00024708898022423491 0.0064464432698162428 0.0053427404944658722 0.004660886933785734 0.0023652717785875416 0.0088474569031802511 0.0050828235834807899 0.0072127115785422533 0.0073650549336708119 0.0043097923533658824 0.0013903804700935124 0.0039454336170237992 0.0092668702160516366 0.0078928452583538686 0.0074074902531563328 0.0061765563887098461 0.0075950684077065612 0.0072903054238606744 0.0080741433573369367 0.0068889134711710301 0.0066829435864826673 0.0034958384342441864 0.00674696381528451 0.0082232553978174097 0.0080051161094894276
leaf_weight=57 54 89 53 60 79 95 53 87 52 57 81 54 95 62 80 64 57 445 70 65 103 84 53 63 76 756
leaf_count=57 54 89 53 60 79 95 53 87 52 57 81 54 95 62 80 64 57 445 70 65 103 84 53 63 76 756
internal_value=0 0.0043665 0.00491842 0.00742485 0.00592695 0.00340894 0.00665569 0.00752077 0.00659692 0.00581469 0.00515505 0.00276492 0.00315547 0.00766178 0.0068001 0.00773523 0.00730884 0.00767512 0.00796145 0.00785464 0.00734761 0.00737546 0.00419327 0.00748993 0.00781289 0.0079585
internal_weight=0 833 744 2111 446 298 314 2054 272 191 134 244 190 1782 140 1642 185 1580 123 988 168 592 132 508 128 820
internal_count=2944 833 744 2111 446 298 314 2054 272 191 134 244 190 1782 140 1642 185 1580 123 988 168 592 132 508 128 820
is_linear=0
shrinkage=0.00201133


Tree=572
num_leaves=23
num_cat=0
split_feature=4 2 39 14 0 4 2 0 2 4 2 2 2 14 16 0 4 4 15 50 2 16
split_gain=1720.93 591.616 314.523 137.933 135.874 130.276 118.977 93.3077 78.9518 65.8886 58.7979 55.4109 49.7166 45.3095 72.7289 32.0891 46.5892 19.2199 14.3185 12.3515 7.91774 6.44971
threshold=0.31392000000000003 0.13388500000000003 0.0047850000000000011 0.073890000000000011 -0.10726999999999999 0.0072100000000000003 0.15205000000000002 -0.14867499999999997 -0.007134999999999999 0.0049450000000000006 0.15305000000000002 0.094985000000000014 -0.13746499999999998 -0.42227999999999993 -0.47730499999999992 -0.079119999999999982 -0.4950449999999999 0.24099500000000004 -0.069814999999999988 0.10880500000000001 0.092855000000000007 -0.54150999999999994
decision_type=2 2 2 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 12 -1 -4 15 -3 -10 -2 -14 21 19 -17 -7 20 -6 -11 -15
right_child=6 10 8 -5 9 17 -8 -9 11 18 -12 -13 13 14 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=0.0073752256515637908 0.0055218550627081963 0.0050386135005701087 0.0036351693332617946 0.011542639010111943 0.0093846444035078445 0.009530532394636259 0.00020825551838739287 0.0034135023076665542 0.008399645861094214 0.0087331464431863494 0.0020332317119568363 0.0055418920018238975 0.0049706280628515013 0.0042064738138383193 0.00055562091018936067 0.0099147092068060435 0.0084029703726282799 0.0078179703739519532 0.0072623613937177296 0.0086464985767000201 0.0077352629176259341 0.0031528925054651233
leaf_weight=59 56 76 53 86 960 65 56 54 57 90 52 74 53 53 53 119 519 60 103 122 66 58
leaf_count=59 56 76 53 86 960 65 56 54 57 90 52 74 53 53 53 119 519 60 103 122 66 58
internal_value=0 0.00838277 0.0086177 0.00883657 0.00873158 0.00717689 0.00309941 0.00548222 0.00587821 0.00891854 0.00381786 0.00678552 0.00369238 0.00322015 0.0026543 0.00907279 0.00868498 0.00870869 0.00789413 0.00930144 0.00831111 0.00365616
internal_weight=0 2615 2487 2303 2217 238 329 113 184 1979 128 131 273 217 164 1720 638 125 259 1082 156 111
internal_count=2944 2615 2487 2303 2217 238 329 113 184 1979 128 131 273 217 164 1720 638 125 259 1082 156 111
is_linear=0
shrinkage=0.00217713


Tree=573
num_leaves=26
num_cat=0
split_feature=1 3 11 2 1 2 2 4 4 0 4 16 160 133 42 52 43 3 50 4 16 2 15 4 2
split_gain=88.7718 33.8248 27.6091 31.8533 26.6252 31.4738 27.8383 16.2008 14.262 11.2957 11.5736 10.2793 26.2593 9.29127 12.198 8.99362 8.53162 7.29546 6.89981 9.66746 5.33984 5.29898 5.14929 4.39507 2.83427
threshold=0.12019000000000001 0.31395500000000004 0.079700000000000007 0.097845000000000015 0.087545000000000026 0.08647500000000001 0.10155500000000002 -0.08231999999999999 -0.010264999999999998 -0.074679999999999983 0.48395000000000005 0.041025000000000006 -0.081069999999999989 0.085650000000000018 0.08826500000000001 -0.14556999999999998 -0.085504999999999984 -0.059315 0.11669000000000002 -0.095479999999999982 -0.33811499999999994 0.084045000000000022 -0.076594999999999983 0.00059000000000000014 0.098970000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 4 -4 11 7 -7 -6 -8 -2 -11 15 -13 14 17 -1 -14 -9 19 -17 -10 -21 -18 -16 -24
right_child=1 -3 3 -5 5 6 8 13 20 10 -12 12 16 -15 23 18 22 -19 -20 21 -22 -23 24 -25 -26
leaf_value=0.0074375813630397913 0.00042126808377914002 -0.0024708066553907203 0.0098344632353986119 0.0043809032704568169 0.00095504755716715279 -0.0019940522577284116 0.0052740190955234117 0.0054145959806315841 0.0028019013835311837 0.0044392506516640236 0.00097090960199457382 -0.0002797466741541304 0.0061318627601645199 0.0029124506363332153 0.0046344251273157389 0.0075609588747777377 0.0054251562417461686 0.0082979024099906033 0.0030035990353383941 0.0058234284504661577 0.00044410304218235597 0.0046298587865585212 0.003934184417988389 0.0025281116346620924 0.0021304621694840306
leaf_weight=54 97 84 77 94 54 66 60 101 78 101 61 55 85 100 137 53 52 53 78 174 74 962 75 55 64
leaf_count=54 97 84 77 94 54 66 60 101 78 101 61 55 85 100 137 53 52 53 78 174 74 962 75 55 64
internal_value=0 0.000994088 0.00439565 0.00683699 0.00422382 0.00326499 0.00156947 0.00420756 0.00267919 0.0021181 0.00313368 0.00467534 0.00368422 0.00460121 0.00508909 0.00492363 0.00447439 0.00640734 0.00481643 0.0049353 0.00165447 0.00481274 0.00373642 0.0040314 0.00310418
internal_weight=0 343 2601 171 2430 778 278 500 212 259 162 1652 331 446 346 1321 276 154 1267 1189 152 1136 191 192 139
internal_count=2944 343 2601 171 2430 778 278 500 212 259 162 1652 331 446 346 1321 276 154 1267 1189 152 1136 191 192 139
is_linear=0
shrinkage=0.00628428


Tree=574
num_leaves=27
num_cat=0
split_feature=1 12 1 0 0 14 12 1 48 4 12 12 51 151 1 43 0 43 159 1 52 12 1 1210 4 1
split_gain=2218.32 529.288 323.926 229.212 107.665 95.7284 72.8799 68.1055 61.8431 37.9758 34.0663 29.5057 29.131 26.4197 23.83 23.7636 23.0868 21.8534 19.3619 22.3226 17.2413 16.352 15.3521 12.3061 12.1794 10.7445
threshold=0.10054 -1.0000000180025095e-35 0.12988000000000002 -0.12851999999999997 0.064400000000000013 0.073890000000000011 0.085075000000000026 0.14684500000000003 -0.021829999999999999 0.0060300000000000015 0.099980000000000013 -0.082654999999999992 0.078960000000000016 -0.063719999999999985 0.14132000000000003 -1.0000000180025095e-35 -0.079119999999999982 -0.073404999999999984 -1.0000000180025095e-35 0.083670000000000008 0.28122000000000008 0.091065000000000021 0.079225000000000004 -0.053799999999999994 -0.0048949999999999992 0.11374000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 13 5 8 -5 11 -1 12 15 17 16 -3 -4 -8 24 25 -11 21 22 -20 -14 -18 -10 -2
right_child=1 2 14 6 -6 -7 10 -9 9 18 -12 -13 20 -15 -16 -17 23 -19 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0075867996498570249 0.0034681377737125767 0.0034428366201329328 0.0038706686001527589 0.0063301224664744256 0.0069637828854054304 0.012574114935108937 0.0094433228571653254 -0.00027389828690876759 0.010328486813933441 0.010396157886548029 0.0083752403104498663 0.0013881893480575946 0.010227024402866594 0.0058442705718565018 0.0015496859299636051 0.011662390838116416 0.0085934043855418439 0.0046845155476583442 0.0098613685138491426 0.0074151626137880814 0.0080896291131964185 0.0085220365359385056 0.0085741341687226077 0.0098999785067755228 0.011131761688212767 0.0019271384072237145
leaf_weight=73 61 55 58 53 78 84 66 55 823 67 82 65 106 60 53 56 52 54 122 52 59 108 53 357 139 53
leaf_count=73 61 55 58 53 78 84 66 55 823 67 82 65 106 60 53 56 52 54 122 52 59 108 53 357 139 53
internal_value=0 0.00491227 0.00651232 0.00763109 0.00984987 0.00995731 0.00894436 0.00222875 0.009848 0.00993316 0.00962341 0.00281962 0.0100974 0.00469599 0.00276269 0.0104621 0.0102326 0.00337329 0.00918532 0.00889755 0.00924695 0.00923258 0.00967623 0.00973393 0.0104446 0.00275194
internal_weight=0 771 483 372 2173 2095 257 288 2011 1938 204 233 1589 115 111 122 1371 168 349 282 218 230 159 409 962 114
internal_count=2944 771 483 372 2173 2095 257 288 2011 1938 204 233 1589 115 111 122 1371 168 349 282 218 230 159 409 962 114
is_linear=0
shrinkage=0.00250084


Tree=575
num_leaves=33
num_cat=0
split_feature=12 12 16 12 123 150 159 16 12 47 11 16 49 12 11 43 16 43 43 16 159 50 49 1446 394 132 12 43 16 12 133 43
split_gain=1391.48 322.19 169.826 126.28 78.7937 81.9151 76.0509 38.7136 37.1574 42.3329 34.7685 36.2577 29.7254 25.8343 13.5939 10.2774 9.61085 11.7343 9.55061 8.86042 26.4225 15.2328 7.08377 7.02022 7.7705 4.44052 7.03852 4.08242 2.72773 2.57994 6.32451 1.25778
threshold=0.056995000000000011 0.14523000000000003 0.12992000000000004 0.093125000000000013 0.088305000000000008 -0.029954999999999999 -1.0000000180025095e-35 0.41580500000000004 -0.19698999999999997 0.078345000000000012 0.091055000000000011 0.0011450000000000004 -0.083049999999999985 0.086730000000000015 1.0000000180025095e-35 -0.073079999999999992 -0.011849999999999998 -0.081354999999999983 -0.12118 0.25619500000000001 -0.08867499999999999 -0.041284999999999995 0.093290000000000012 0.083705000000000016 -0.082104999999999984 -0.033834999999999997 0.11160500000000002 -0.052849999999999994 0.41476000000000007 0.084395000000000012 0.085355000000000014 -0.08768999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 5 -1 -7 -4 -8 12 11 25 -10 14 16 -6 29 31 -15 20 -13 -21 23 24 -20 -5 27 -27 -23 -2 -31 -18
right_child=1 -3 7 10 15 6 8 -9 9 -11 -12 19 -14 18 -16 -17 17 -19 22 21 -22 28 -24 -25 -26 26 -28 -29 -30 30 -32 -33
leaf_value=0.0043130437891630551 0.01250723038078092 0.0052331924710878625 0.010931184256761525 0.011588088422143218 0.0041070879746319391 0.01013714266107474 0.0052098246554077889 0.0082055843128019494 0.0085882825869776341 0.0093626111590864782 0.0085897399663769271 0.010475521395438128 0.0066599978451102899 0.010422141243271774 0.013137981149940822 0.0056112440469276229 0.011652479084834026 0.010684956519948444 0.012205969838136451 0.0092108568195831599 0.0080669520207497722 0.010353035628872541 0.010675644479069858 0.012332956823179274 0.011321768102594268 0.011405674910671989 0.010084380042616593 0.010815837704512079 0.011146172705068296 0.012265336161820418 0.01127371933529968 0.012148796958797661
leaf_weight=57 102 56 75 66 58 55 56 54 59 54 59 57 262 62 61 52 61 71 69 59 53 52 68 58 492 115 56 194 56 161 52 73
leaf_count=57 102 56 75 66 58 55 56 54 59 54 59 57 262 62 61 52 61 71 69 59 53 52 68 58 492 115 56 194 56 161 52 73
internal_value=0 0.011038 0.00721933 0.011193 0.00671137 0.0070948 0.007421 0.00979044 0.00707433 0.0073527 0.0104004 0.0105513 0.0070145 0.0116501 0.0120388 0.00481838 0.0119098 0.0114944 0.0113485 0.00985828 0.00931527 0.0102158 0.0114321 0.0115152 0.0114306 0.0109966 0.0108896 0.0110354 0.0107645 0.0121801 0.0120234 0.0119231
internal_weight=0 2153 782 2097 653 543 486 129 431 375 767 708 321 1330 581 110 520 205 749 277 110 167 687 619 561 431 365 309 108 315 213 134
internal_count=2935 2153 782 2097 653 543 486 129 431 375 767 708 321 1330 581 110 520 205 749 277 110 167 687 619 561 431 365 309 108 315 213 134
is_linear=0
shrinkage=0.0024518


Tree=576
num_leaves=28
num_cat=0
split_feature=1 52 1 1 150 11 123 52 15 15 16 16 160 13 16 16 1 15 133 15 15 16 49 16 157 16 133
split_gain=1895.31 310.997 210.073 113.482 150.82 74.2055 58.0714 50.9945 45.391 36.3863 53.9979 33.5355 28.5289 25.5916 24.4443 27.9696 24.1824 45.6674 24.6202 18.6384 15.7812 15.6156 15.422 10.3684 9.77322 6.64792 1.22802
threshold=0.10423500000000001 -0.40011499999999994 0.13662500000000002 0.090650000000000022 0.082085000000000019 1.0000000180025095e-35 0.081180000000000016 0.13378000000000004 0.12479500000000002 0.087450000000000014 0.067035000000000011 0.0097750000000000007 -0.080884999999999985 -0.076179999999999984 0.026395000000000005 -0.53117499999999984 0.086965000000000001 0.086195000000000008 0.11224500000000003 -0.09547499999999999 -0.42075999999999997 -0.056829999999999992 0.12001000000000002 -0.00017499999999999997 -1.0000000180025095e-35 -0.074029999999999999 0.11264000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 5 9 8 7 14 11 10 21 16 -13 -8 15 -3 18 -18 23 -17 -4 -5 24 -1 -14 -20 -11
right_child=1 2 20 4 -6 -7 13 -9 -10 26 -12 12 22 -15 -16 19 17 -19 25 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.010067572122094356 0.0095716010674095509 0.006357733953393712 0.0029879441056676038 0.0081832360973744262 0.0052812403427153903 0.011765026430280854 0.004922307528457983 0.0078440809264777589 0.0075377698755755753 0.010038018764544788 0.010155545703051322 0.0075184781985425274 0.010274451596998052 0.0026777347247474654 0.0066489270351446561 0.005364073025659377 0.007581426024562978 0.010147324508600076 0.0095387916134698613 0.003598214458841138 0.0014691286691116395 0.0063869525082370917 0.0081961605321183659 0.011088748450474568 0.0092440256525386979 0.0086286204257654334 0.009598524249965705
leaf_weight=998 72 54 63 55 72 97 57 55 55 95 56 57 82 56 60 58 70 86 127 78 96 53 52 59 139 70 63
leaf_count=998 72 54 63 55 72 97 57 55 55 95 56 57 82 56 60 58 70 86 127 78 96 53 52 59 139 70 63
internal_value=0 0.00495322 0.00437688 0.0095165 0.00836546 0.00975619 0.0052539 0.00578871 0.00964762 0.00905502 0.00827651 0.0097143 0.00903713 0.00381018 0.00533642 0.00492182 0.00987277 0.00899612 0.0099818 0.00435149 0.00207108 0.00730196 0.00935412 0.0101246 0.00962647 0.00921551 0.00986294
internal_weight=0 649 577 2286 394 1892 418 305 1795 322 164 1740 330 113 250 190 1410 156 1254 136 159 108 273 1057 221 197 158
internal_count=2935 649 577 2286 394 1892 418 305 1795 322 164 1740 330 113 250 190 1410 156 1254 136 159 108 273 1057 221 197 158
is_linear=0
shrinkage=0.00235659


Tree=577
num_leaves=25
num_cat=0
split_feature=1 12 151 2 2 133 51 14 2 12 4 16 16 159 159 49 0 0 15 4 2 16 133 2
split_gain=47.2482 17.6514 31.0482 26.4913 23.2646 21.589 15.5957 17.3263 22.5391 9.93422 8.89587 20.6852 8.26477 7.61369 12.4711 7.66675 19.0149 12.1813 7.56689 6.08994 5.68441 5.29731 4.95985 3.01781
threshold=0.11374000000000002 0.056995000000000011 0.015440000000000001 0.079570000000000016 0.093320000000000014 -1.0000000180025095e-35 -0.06533499999999999 -1.0000000180025095e-35 0.12026500000000001 -1.0000000180025095e-35 -0.14345499999999997 0.10923000000000001 -0.45743999999999996 0.11396500000000001 0.082200000000000009 -0.047859999999999993 -0.10594499999999998 -0.092524999999999982 -0.070454999999999976 -0.0060699999999999999 -0.0050599999999999994 -0.017744999999999997 0.089400000000000021 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
left_child=1 2 3 -1 21 -6 18 -8 20 -7 11 -3 -10 14 15 17 -17 -12 -2 -11 -9 -5 -18 -16
right_child=6 10 -4 4 5 9 7 8 12 19 13 -13 -14 -15 23 16 22 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0010440786236209725 0.0024213244113231664 0.00018754407291097063 -0.0008310097719134551 0.0050640877757175398 0.00022337301686620013 0.0025109325196777301 0.0042771571486372555 0.0012130578919410516 0.00087365177032200055 0.006401580741215546 0.0010497532957848424 0.0043470245859883313 -0.0018154472591841227 0.0025083939384024064 0.0068967112931470221 0.0072899648687286024 0.0044090245397662526 0.004375922303161129 0.0052652260732039017 0.0039052398359886368 0.003375765489791239 0.0074584464438075711 0.0037209102649351676 0.0052731729312235917
leaf_weight=97 55 52 53 52 52 67 53 63 58 55 55 102 76 67 53 60 1027 75 53 58 79 55 429 89
leaf_count=97 55 52 53 52 52 67 53 63 58 55 55 102 76 67 53 60 1027 75 53 58 79 55 429 89
internal_value=0 0.00396069 0.00304602 0.00351744 0.00422499 0.00326987 0.00204795 0.0014669 0.000927041 0.00414966 0.00418329 0.0029429 -0.000651081 0.00428624 0.00435282 0.00422108 0.0043284 0.00296914 0.00381747 0.00512078 0.00241666 0.00629537 0.00420632 0.00587955
internal_weight=0 2498 489 436 339 232 437 329 276 180 2009 154 134 1855 1788 1646 1516 130 108 113 142 107 1456 142
internal_count=2935 2498 489 436 339 232 437 329 276 180 2009 154 134 1855 1788 1646 1516 130 108 113 142 107 1456 142
is_linear=0
shrinkage=0.00536572


Tree=578
num_leaves=26
num_cat=0
split_feature=2 15 403 42 12 2 15 12 47 151 159 160 0 43 457 15 0 48 43 12 13 2 42 42 15
split_gain=29.9983 17.2917 19.3481 21.0217 16.817 18.1175 16.785 15.4994 26.1819 16.3058 17.0481 19.4035 14.6068 12.5512 9.75461 8.14615 6.64314 4.51791 4.90944 4.02586 4.89408 3.36812 3.08754 1.60673 1.15618
threshold=0.12026500000000001 0.025430000000000005 -0.081424999999999984 -0.036704999999999995 -0.093719999999999984 0.15806500000000004 0.082225000000000006 0.081685000000000021 0.07813500000000001 -0.081894999999999982 0.10323000000000002 -0.061914999999999991 -0.085264999999999994 -0.11366999999999998 0.085230000000000014 -0.061499999999999992 -0.13165999999999997 0.10288500000000002 -0.085204999999999989 0.084450000000000011 0.055610000000000007 0.084855000000000014 0.11195000000000001 0.090045000000000014 0.089715000000000003
decision_type=2 2 2 2 2 2 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 12 -3 8 9 -4 11 -11 -6 -9 17 -14 -8 18 -15 -18 21 22 -21 -23 -22
right_child=4 6 7 -5 5 -7 16 13 -10 10 -12 -13 15 14 -16 -17 19 -19 -20 20 24 23 -24 -25 -26
leaf_value=0.0038350562106366365 0.0053640469260208051 0.0081951600509103089 0.0046587414652468689 -0.0019098427819139573 -0.00037095323937650835 -0.0016627445098070957 0.0066800107728072324 0.0013778910191181055 0.0062508380277604561 -0.0029288832613927622 0.004725554011090702 0.0016582670999701374 0.0021070374464906439 0.0054409048933509686 0.0074833682992736569 0.0054018993725917525 0.0029945757735178147 0.0063802992228860801 0.0040314106378576322 0.0055132768998815722 0.0038944112707409865 0.0046831213627658887 0.0037684740093582502 0.0038006840594103013 0.0024665958447855907
leaf_weight=60 56 63 96 58 65 72 65 59 90 54 60 204 81 142 52 61 83 52 598 301 54 240 56 161 52
leaf_count=60 56 63 96 58 65 72 65 59 90 54 60 204 81 142 52 61 83 52 598 301 54 240 56 161 52
internal_value=0 0.00412445 0.0036583 0.00101068 0.00196043 0.001277 0.00478565 0.0038803 0.00292385 0.00220042 0.00145805 0.000697884 0.00229987 0.00441405 0.00462621 0.00352295 0.00457333 0.00443853 0.00430198 0.00442866 0.00456634 0.00475806 0.00523979 0.00432901 0.00319466
internal_weight=0 2600 1525 118 335 279 1075 1407 504 414 318 258 207 903 844 142 1012 792 740 947 864 758 357 401 106
internal_count=2935 2600 1525 118 335 279 1075 1407 504 414 318 258 207 903 844 142 1012 792 740 947 864 758 357 401 106
is_linear=0
shrinkage=0.00680503


Tree=579
num_leaves=28
num_cat=0
split_feature=1 3 2 15 2 2 15 1 49 15 3 1 3 2 3 52 2 16 3 3 15 3 3 2 52 1213 43
split_gain=1343.76 310.246 125.668 98.9033 85.2801 72.9829 66.8529 94.5045 72.7871 34.9592 51.7098 32.862 32.8471 29.618 28.7938 24.2716 22.9403 21.8742 15.6723 10.797 10.9573 9.73953 7.62212 3.84938 4.12449 3.19407 1.99913
threshold=0.10423500000000001 -0.049204999999999992 0.14132000000000003 -0.24211499999999997 0.13084500000000002 -1.0000000180025095e-35 0.025430000000000005 0.092845000000000025 -0.021474999999999998 -0.15300999999999995 -0.12711499999999995 0.117245 -0.13117499999999996 0.10697500000000001 0.088880000000000015 -0.092084999999999986 0.092385000000000009 -0.13895999999999997 -0.12711499999999995 -0.062694999999999987 0.088535000000000016 0.090170000000000014 -0.088734999999999994 0.084855000000000014 0.0030150000000000008 -0.071164999999999992 -0.0054649999999999985
decision_type=2 2 2 2 2 2 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 6 -3 7 9 -9 -1 -11 18 -8 -7 16 -10 -12 -4 -5 20 23 -15 -22 24 -14 -24 -25
right_child=1 2 17 11 -6 13 12 8 15 10 14 -13 19 21 -16 -17 -18 -19 -20 -21 22 -23 25 26 -26 -27 -28
leaf_value=0.0089935505130866698 0.0037760318917428475 0.0025256938670094359 0.0023664826419602359 0.0083858862096207413 0.005144905076797668 0.0059625781008900303 0.0094009804209910456 0.0040879826759599187 0.0079166267948667449 0.0056773720459129262 0.0080270598982776203 0.0059032402543616512 0.0079772709427787282 0.0034955713888134938 0.00642729828741565 0.0061406607988323224 0.0073381011724305478 0.00056372390837481029 0.0068348417207223146 0.0088764285479817576 0.0070557438434901603 0.0045658375740312293 0.0081288026356805647 0.0078055325430037518 0.0085802597096511779 0.0077328389303768074 0.0082613340971690666
leaf_weight=70 53 96 54 54 54 52 71 54 53 58 484 78 71 52 73 76 330 55 52 52 59 103 111 114 138 355 63
leaf_count=70 53 96 54 54 54 52 71 54 53 58 484 78 71 52 73 76 330 55 52 52 59 103 111 114 138 355 63
internal_value=0 0.00436424 0.0033094 0.00619788 0.00764368 0.0039757 0.00770413 0.00738053 0.00604954 0.00762048 0.00751875 0.00689536 0.00807903 0.00464806 0.00763913 0.00687049 0.00774778 0.00145703 0.0076252 0.00798154 0.00793044 0.00420692 0.00774055 0.00818866 0.00837552 0.0078272 0.00796789
internal_weight=0 649 412 237 2286 303 2232 1198 183 1015 945 184 1034 207 887 129 814 109 106 963 911 155 525 386 209 466 177
internal_count=2935 649 412 237 2286 303 2232 1198 183 1015 945 184 1034 207 887 129 814 109 106 963 911 155 525 386 209 466 177
is_linear=0
shrinkage=0.00201133


Tree=580
num_leaves=13
num_cat=0
split_feature=1 147 0 0 40 9 0 15 2 483 12 1453
split_gain=68.0979 26.0107 20.1623 17.8538 17.8045 13.4342 10.8912 27.6901 8.35583 8.19113 9.71676 8.98037
threshold=0.13662500000000002 0.089245000000000005 -0.096849999999999978 -0.06563999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 -0.18713499999999997 -0.45371999999999996 0.096780000000000019 0.085850000000000024 0.084235000000000018 -0.051044999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 5 -1 8 -8 -7 11 -11 -9
right_child=3 2 -4 -5 -6 6 7 9 -10 10 -12 -13
leaf_value=0.00041201338366791073 0.0014530428586219163 -0.0019361743873677353 0.0027711116798383294 -0.0024020837596840029 0.00018218723756410434 0.0036299593045276734 -0.00075758395757005606 0.0014387021289297896 0.0066144360498433903 0.0064451722932183011 0.003679166107892214 0.0032590923952923452
leaf_weight=54 67 59 59 93 64 70 56 92 54 53 186 2015
leaf_count=54 67 59 59 93 64 70 56 92 54 53 186 2015
internal_value=0 0.00303321 0.000416954 -0.00078737 0.00314995 0.00322355 0.00328363 0.0031986 0.00493014 0.00329307 0.0042928 0.00317964
internal_weight=0 2762 118 160 2644 2580 2526 2402 124 2346 239 2107
internal_count=2922 2762 118 160 2644 2580 2526 2402 124 2346 239 2107
is_linear=0
shrinkage=0.00569414


Tree=581
num_leaves=23
num_cat=0
split_feature=1 1 155 123 47 4 39 4 42 4 151 11 11 1 4 4 52 133 51 4 42 1
split_gain=1524.1 337.439 219.102 121.454 78.6974 64.2529 40.9194 38.6743 36.4213 47.4207 33.3068 29.5029 30.9982 28.2515 26.0802 124.455 24.0164 17.3006 14.9206 13.3208 9.30033 7.00339
threshold=0.10404000000000001 0.13662500000000002 0.089885000000000007 1.0000000180025095e-35 0.091930000000000012 0.054720000000000012 0.087880000000000014 0.31392000000000003 0.081605000000000025 0.053330000000000009 0.053170000000000002 0.07585500000000002 0.084110000000000004 0.14754500000000001 -0.12685999999999997 -0.47860499999999995 0.037045000000000002 0.031880000000000012 0.010750000000000001 0.064860000000000015 0.082690000000000013 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
left_child=3 2 4 5 6 10 8 -3 9 -2 11 14 -13 -9 15 -1 17 -7 21 -6 -20 -16
right_child=1 7 -4 -5 19 16 -8 13 -10 -11 -12 12 -14 -15 18 -17 -18 -19 20 -21 -22 -23
leaf_value=0.0081267826894854036 0.0023832261418259859 0.0025365371664740097 0.0077668577111883975 0.0048597539084718833 0.0060215042990858555 0.0050898676380382972 0.0023182130963106955 0.0015704627211651917 0.0050639564953799347 0.0043702634078934864 0.0057414799056123384 0.0091248593063143583 0.0072206009450281172 -0.00040498830899187766 0.0073221840976136383 0.0044991705127748168 0.0068577127013971341 0.0063730718140429824 0.0063286407612162887 0.0046872237953933587 0.0071315362273640642 0.0068754293697193556
leaf_weight=69 83 56 62 96 54 84 81 52 67 90 58 57 67 52 1251 67 102 69 104 54 105 142
leaf_count=69 83 56 62 96 54 84 81 52 67 90 58 57 67 52 1251 67 102 69 104 54 105 142
internal_value=0 0.00365714 0.00443611 0.00694672 0.0039547 0.00703883 0.00348365 0.00126657 0.0038769 0.00341706 0.00715761 0.00720171 0.00809611 0.000582543 0.00713789 0.0063398 0.00614438 0.0056687 0.00720563 0.00535455 0.00673211 0.00727666
internal_weight=0 651 491 2271 429 2175 321 160 240 173 1920 1862 124 104 1738 136 255 153 1602 108 209 1393
internal_count=2922 651 491 2271 429 2175 321 160 240 173 1920 1862 124 104 1738 136 255 153 1602 108 209 1393
is_linear=0
shrinkage=0.00189532


Tree=582
num_leaves=25
num_cat=0
split_feature=1 52 3 123 39 2 2 3 0 3 41 10 2 1 2 159 159 52 49 52 0 474 52 1
split_gain=1545.14 328.08 237.136 118.519 100.627 107.589 76.354 55.8877 52.9058 33.6466 31.9663 24.7923 23.1412 18.9072 20.8791 16.2663 16.8431 19.2524 11.1166 10.6423 12.7472 7.90069 5.37326 2.46587
threshold=0.10404000000000001 -0.41694999999999993 0.3148450000000001 1.0000000180025095e-35 0.087880000000000014 1.0000000180025095e-35 0.092385000000000009 0.0098450000000000013 -0.063509999999999983 0.097775000000000015 0.075585000000000013 -1.0000000180025095e-35 0.12068000000000001 0.080320000000000016 0.082925000000000013 -0.41538999999999998 0.011235000000000002 -0.53299999999999992 -0.0073549999999999996 0.11122500000000002 -0.099244999999999986 0.079590000000000008 -0.013125 0.091395000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 8 10 -7 -3 12 13 -6 15 19 22 -8 17 -17 -9 20 -1 -22 -15 -24
right_child=1 2 -4 -5 11 7 9 18 -10 -11 -12 -13 -14 14 -16 16 -18 -19 -20 -21 21 -23 23 -25
leaf_value=0.0081572476321571438 0.0073930542987457291 0.0065991092136431827 0.00058804574257896201 0.0049474461433308831 0.001669561826416829 0.0025212893569928089 0.0076675285698650387 0.0038104836837595437 0.0042664749625620398 0.0051706293566921805 0.0083847395986920859 0.0031583902933829608 0.0057047571025012562 0.0066367115449103816 0.0061328591964684119 0.0074146865003064189 0.0072910613240185418 0.0063082071016407389 0.0048914008856502942 0.0066687997325021228 0.0072210540259083659 0.0077246054689676571 0.0072998949517741754 0.0069837173023474582
leaf_weight=60 71 75 86 96 58 93 54 60 53 57 70 93 80 82 99 59 100 344 62 78 646 119 174 153
leaf_count=60 71 75 86 96 58 93 54 60 53 57 70 93 80 82 99 59 100 344 62 78 646 119 174 153
internal_value=0 0.00376901 0.00332535 0.00689018 0.00380185 0.00433676 0.00697592 0.00356472 0.0056334 0.00648681 0.00720511 0.00258665 0.00660455 0.00714658 0.0068703 0.00673375 0.00663347 0.00647025 0.00435996 0.00730198 0.00736182 0.00729941 0.00704875 0.00715202
internal_weight=0 651 580 2271 494 343 2175 215 128 694 1481 151 637 1411 508 557 503 403 122 903 825 765 409 327
internal_count=2922 651 580 2271 494 343 2175 215 128 694 1481 151 637 1411 508 557 503 403 122 903 825 765 409 327
is_linear=0
shrinkage=0.001786


Tree=583
num_leaves=21
num_cat=0
split_feature=3 1 155 51 0 2 10 3 51 3 12 2 3 484 484 0 1 1456 133 3
split_gain=73.2328 25.3996 24.5055 21.0285 13.8942 12.4695 16.8902 12.441 16.7293 13.193 10.4889 7.77398 9.97058 7.65067 6.46057 7.89911 11.7653 10.4516 2.55508 3.80289
threshold=0.3148450000000001 0.095520000000000008 0.089885000000000007 0.10675000000000001 0.060910000000000006 0.095850000000000005 -1.0000000180025095e-35 -0.13827999999999999 -0.023999999999999997 0.095880000000000007 -0.014854999999999998 -0.0098549999999999974 -0.075579999999999994 0.087420000000000012 0.085225000000000009 -0.14259999999999998 0.083065000000000014 -0.07730999999999999 0.087815000000000018 -0.080854999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 10 6 -3 -7 -9 -10 -1 -8 -13 14 15 16 -12 -17 19 -15
right_child=-2 2 -4 -5 -6 7 11 8 9 -11 13 12 -14 18 -16 17 -18 -19 -20 -21
leaf_value=0.0053014219105154969 -0.0020795553678670891 -0.00052382781320918146 0.004729096491228991 0.0043529070073088667 0.001019403320159588 0.0030326002447855116 0.0011551260252343611 -0.0024806733024100181 -0.00048230558129048649 0.0025213776026676189 0.0065688254138182543 0.0019228843214255454 0.0046963899015904711 0.0057829064026812807 0.0012742128251639834 0.0013552212346783956 0.0030151057469832688 0.0032670200698825909 0.003429943117532318 0.0037593347858011022
leaf_weight=86 92 57 97 83 80 52 60 62 101 83 54 71 94 66 53 95 63 1466 55 52
leaf_count=86 92 57 97 83 80 52 60 62 101 83 54 71 94 66 53 95 63 1466 55 52
internal_value=0 0.00298104 0.002108 0.00172443 0.00330155 0.00134819 0.0021897 0.000551662 2.69941e-05 0.000872293 0.00339327 0.00287739 0.0035033 0.00330705 0.00319505 0.00325569 0.00465579 0.00315071 0.0044273 0.00489167
internal_weight=0 2830 760 663 2070 580 282 298 246 184 1990 225 165 1904 1731 1678 117 1561 173 118
internal_count=2922 2830 760 663 2070 580 282 298 246 184 1990 225 165 1904 1731 1678 117 1561 173 118
is_linear=0
shrinkage=0.00558249


Tree=584
num_leaves=28
num_cat=0
split_feature=1 1 12 123 2 4 2 0 4 12 2 11 0 4 1 12 133 15 4 1 0 133 4 12 15 12 403
split_gain=1959.58 347.954 280.412 154.602 92.9809 90.5743 71.4633 39.4745 34.7363 32.7653 29.174 29.1719 27.5361 25.6138 16.8883 16.1586 15.8891 16.3224 14.2388 13.1589 26.7646 13.104 11.7535 7.75102 5.05761 4.76717 3.73011
threshold=0.10404000000000001 0.13662500000000002 0.085075000000000026 1.0000000180025095e-35 0.090020000000000017 0.19778000000000004 0.16993500000000003 -0.15530999999999998 -0.040394999999999993 -1.0000000180025095e-35 0.12068000000000001 0.07677500000000001 -0.066574999999999981 0.053330000000000009 0.11215000000000001 -0.067899999999999988 0.077945 0.039965000000000007 0.028075000000000006 0.085345000000000018 -0.096444999999999989 0.091785000000000019 0.18095500000000003 0.081685000000000021 0.087670000000000012 -0.088189999999999977 -0.072664999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 11 8 15 -6 -4 14 13 12 19 16 -2 -3 17 -9 -11 23 -21 -18 -15 -1 -25 -16 -22
right_child=1 6 5 -5 7 -7 -8 10 -10 18 -12 -13 -14 22 25 -17 21 -19 -20 20 26 -23 -24 24 -26 -27 -28
leaf_value=0.011414725623265305 0.0037995722658181971 0.0032615599488483031 0.011043106548144352 0.0073767032432890782 0.0078622535371707537 0.0064384579832198136 0.001094714470456072 0.0094038487217786276 0.0088118564499125567 0.0070566294433143896 0.0085342060917330213 0.01190895485340529 0.0089493494002669607 0.0086193948748245711 0.0057418602986605534 0.0049307009859892561 0.011296320234609161 0.010400650093139322 0.0056941877312644499 0.0087517890278376014 0.010777509200865579 0.010175429606382909 0.0098434776401115798 0.01069144504908327 0.010252642265974204 0.0048271834523843492 0.010266660238478076
leaf_weight=58 52 52 56 96 56 52 54 208 74 55 85 64 55 95 53 54 67 118 97 52 89 168 58 577 155 52 270
leaf_count=58 52 52 56 96 56 52 54 208 74 55 85 64 55 95 53 54 67 118 97 52 89 168 58 577 155 52 270
internal_value=0 0.00582773 0.00671856 0.0100284 0.0101454 0.00882053 0.00309387 0.00959675 0.00977319 0.00548043 0.00971829 0.0105008 0.010429 0.00985922 0.0047959 0.00411209 0.0100707 0.00976472 0.00618733 0.0104967 0.0101857 0.0104951 0.00908358 0.0106585 0.0105986 0.00528909 0.0103934
internal_weight=0 651 491 2271 2175 182 160 855 130 309 799 1320 1256 714 157 106 561 326 152 1201 411 235 153 790 732 105 359
internal_count=2922 651 491 2271 2175 182 160 855 130 309 799 1320 1256 714 157 106 561 326 152 1201 411 235 153 790 732 105 359
is_linear=0
shrinkage=0.00213444


Tree=585
num_leaves=17
num_cat=0
split_feature=3 16 9 14 123 3 16 0 16 0 0 157 51 3 0 123
split_gain=43.7784 22.3593 17.5858 15.9916 15.3363 10.8732 27.7124 22.3585 17.7327 10.5969 9.81364 9.50233 17.2956 17.1095 12.9407 7.74684
threshold=0.30863500000000005 -0.15693499999999996 -1.0000000180025095e-35 0.020750000000000005 1.0000000180025095e-35 -0.10859999999999999 0.066010000000000013 -0.068669999999999995 0.55657000000000012 -0.088329999999999978 -0.15445999999999996 -0.14704999999999999 0.090735000000000024 0.081495000000000012 -0.13409999999999997 0.090970000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 9 -8 -4 -5 -7 14 -14 -13 -6
right_child=1 -3 3 10 15 11 8 -9 -10 -11 -12 12 13 -15 -16 -17
leaf_value=0.00059716451650124701 0.0024917274156767725 -0.0028379491825739306 0.00052938875377369547 0.0038676134709647592 6.3849836764256576e-05 0.0012836078112367121 0.0073558480094258801 -0.0019293444446829217 0.002334983939386468 0.0042335188720688697 0.0076402187266225805 0.0017663730891737323 0.0042565295316291645 0.0084863271543188755 0.0036401640911974064 0.0027636878248794923
leaf_weight=87 54 67 55 52 77 66 53 68 54 63 53 152 121 52 1797 85
leaf_count=87 54 67 55 52 77 66 53 68 54 63 53 152 121 52 1797 85
internal_value=0 -0.000458872 0.00332632 0.0034127 0.00331892 0.00343892 0.00232325 0.000885122 0.00482257 0.00250758 0.00577251 0.00358829 0.00365994 0.00552829 0.00349406 0.00148084
internal_weight=0 121 2835 2748 2643 2481 293 186 107 118 105 2188 2122 173 1949 162
internal_count=2956 121 2835 2748 2643 2481 293 186 107 118 105 2188 2122 173 1949 162
is_linear=0
shrinkage=0.00616352


Tree=586
num_leaves=13
num_cat=0
split_feature=2 40 12 16 16 16 14 2 1455 14 15 39
split_gain=36.1388 19.7459 16.7855 18.8885 22.3103 14.3089 9.67679 9.36026 7.56253 8.17898 9.67835 4.16827
threshold=0.16730000000000003 -0.095514999999999989 -1.0000000180025095e-35 0.0030150000000000008 -0.49353499999999995 -0.52541999999999989 0.020750000000000005 0.096325000000000008 0.10548500000000001 -0.10523499999999998 -0.14803999999999998 0.088090000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 8 11 9 -7 -11 -6
right_child=-2 2 5 -5 7 6 -8 -9 -10 10 -12 -13
leaf_value=0.00657158295296577 -0.0015314235456039265 0.003832299562054442 0.00058888971831697924 0.0037645725867114701 -0.00038738133429855082 0.005234219872077 0.0051679321428733478 -0.0020888585919486466 0.0051274461957197771 0.00075243103568207277 0.0029057358669002842 0.0020082673112643396
leaf_weight=54 78 63 100 102 64 57 80 82 61 86 2077 52
leaf_count=54 78 63 100 102 64 57 80 82 61 86 2077 52
internal_value=0 0.00280489 0.00273284 0.00147045 0.000573635 0.00291902 0.00301768 -0.000462873 0.00294224 0.00288217 0.00282015 0.000685952
internal_weight=0 2878 2824 363 261 2461 2361 198 2281 2220 2163 116
internal_count=2956 2878 2824 363 261 2461 2361 198 2281 2220 2163 116
is_linear=0
shrinkage=0.00628679


Tree=587
num_leaves=20
num_cat=0
split_feature=15 15 13 1456 2 11 2 1 160 13 48 2 51 1 51 1456 1 131 475
split_gain=25.4214 28.3804 15.9098 9.70042 9.75817 17.8141 11.3443 12.8054 9.82215 10.373 10.3095 8.88854 8.98727 10.8166 6.50981 5.80224 3.66692 6.8359 3.79857
threshold=-0.26361999999999991 -0.43091499999999999 -1.0000000180025095e-35 -0.24153499999999997 0.099845000000000003 0.077330000000000024 -0.007134999999999999 0.10378000000000001 0.0012900000000000001 -0.037164999999999997 0.094910000000000008 0.10488500000000002 1.0000000180025095e-35 0.08864000000000001 0.046060000000000011 -0.090374999999999997 0.099440000000000014 0.090175000000000019 -0.087994999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 7 -5 10 -10 11 -6 13 -13 -12 -8 18 -18 -17
right_child=3 -3 -4 4 8 -7 15 -9 9 -11 14 12 -14 -15 -16 16 17 -19 -20
leaf_value=7.717791911187207e-05 0.0039601020581015956 -0.0023441826569588829 0.0032820864394420232 0.0019548092704595849 -0.00019482779280517585 0.0042495404105039759 0.00047027751028305698 -0.0013065145399425685 0.00096965528394467998 0.0038719756157185167 0.00074773935627869066 0.0023413364592018812 0.0036147825324839727 0.00037795740232968731 -0.0014408711544949175 0.00075836682084943097 0.0036291874646493033 0.0015862797271771034 0.0020523763754193044
leaf_weight=94 55 74 64 64 67 85 57 55 54 69 85 147 55 130 55 58 97 69 1522
leaf_count=94 55 74 64 64 67 85 57 55 54 69 85 147 55 130 55 58 97 69 1522
internal_value=0 0.00018896 0.0013757 0.00189857 0.00185606 0.00202826 0.00193 0.00044703 0.00133394 0.00259822 0.00104533 0.00145144 0.00178382 0.00142009 -0.000111694 0.00202784 0.00207866 0.00278035 0.00200491
internal_weight=0 232 158 2724 2669 2007 1922 119 662 123 539 399 332 277 140 1803 1746 166 1580
internal_count=2956 232 158 2724 2669 2007 1922 119 662 123 539 399 332 277 140 1803 1746 166 1580
is_linear=0
shrinkage=0.00495709


Tree=588
num_leaves=25
num_cat=0
split_feature=1 1 3 39 4 4 1 4 49 4 0 4 3 1 3 3 13 0 155 13 0 133 3 4
split_gain=1459.91 347.037 158.961 94.8538 72.0203 71.9399 66.8063 57.882 47.3443 42.5459 88.4848 50.3513 39.4222 29.2167 24.2098 48.4674 22.2739 19.1937 17.7052 17.2145 16.9073 13.0252 8.18701 3.50111
threshold=0.10398500000000001 0.13074500000000003 -0.049204999999999992 0.0047850000000000011 0.27020000000000005 0.50291500000000011 0.088035000000000016 0.046185000000000004 -0.0037949999999999993 -0.50946499999999995 -0.060094999999999989 -0.17568999999999999 -0.11749 0.083670000000000008 0.040040000000000006 0.12478500000000002 -0.0099999999999999985 -0.084044999999999995 0.092900000000000024 0.019675000000000002 -0.067434999999999981 0.11524500000000001 -0.080454999999999985 -0.083804999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 18 8 -5 9 -3 -1 12 -12 -11 17 16 -16 -4 22 -2 21 -7 -14 -9 -21
right_child=1 5 14 6 -6 20 -8 13 -10 10 11 -13 19 -15 15 -17 -18 -19 -20 23 -22 -23 -24 -25
leaf_value=0.0097275706546346291 0.0069963601429606946 0.0020667175194189575 0.0045279192178834787 0.0074280414851387823 0.0049501794951383876 0.0021509799163601101 0.0045648560484010158 0.0083561591630820602 0.0044786996793562675 0.0093205930978163959 0.0075502273170045923 0.0053447312274075599 0.0081615078852163327 0.0058537565700846885 0.0064302537602231946 0.00386375559118099 0.0028276992862720485 0.0065314742422980928 0.008413669677306267 0.007757491559862331 0.00056767861827304947 0.0076384804226508124 0.0073692487119048087 0.0071439666941730123
leaf_weight=54 95 52 71 70 60 52 58 61 81 95 90 73 1190 64 54 61 52 68 54 61 53 221 72 94
leaf_count=54 95 52 71 70 60 52 58 61 81 95 90 73 1190 64 54 61 52 68 54 61 53 221 72 94
internal_value=0 0.00449612 0.0055203 0.00778052 0.00677534 0.00257246 0.00613083 0.00787905 0.00353583 0.00800086 0.00794973 0.00656262 0.00808584 0.00701568 0.0044181 0.00506908 0.0038093 0.00738554 0.00751016 0.00801092 0.00135199 0.0080796 0.00782205 0.00738555
internal_weight=0 685 447 2271 209 238 128 2143 133 1878 1824 163 1661 265 238 115 123 201 149 1566 105 1411 133 155
internal_count=2956 685 447 2271 209 238 128 2143 133 1878 1824 163 1661 265 238 115 123 201 149 1566 105 1411 133 155
is_linear=0
shrinkage=0.00197189


Tree=589
num_leaves=15
num_cat=0
split_feature=4 14 13 1455 2 11 2 2 52 4 48 42 13 13
split_gain=27.2472 18.1714 16.405 10.6897 11.9425 7.73265 15.6306 9.37333 21.442 11.8724 9.2724 8.50954 7.56773 20.717
threshold=0.31392000000000003 -0.46226499999999993 0.044405000000000007 0.10548500000000001 0.14290000000000003 0.077330000000000024 0.10121500000000001 -0.007134999999999999 -0.022529999999999998 -0.47860499999999995 -0.083209999999999992 -0.11272999999999998 -0.16392499999999996 -0.077034999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 12 4 5 7 -7 8 -1 -9 -11 -12 -3 -14
right_child=1 2 -4 -5 -6 6 -8 9 -10 10 11 -13 13 -15
leaf_value=-0.0026324945866510493 0.0040361306492525985 0.0028088190132157858 -0.0038013618858071252 0.0054545094388041828 3.1410907949235176e-06 0.0064155671226981828 0.0018325733862413613 0.005449423357136652 0.0036776227939863343 0.0054124032814756992 0.0043331973833996605 0.0024271712136801553 -0.0037885943071134056 0.0016961060165636415
leaf_weight=53 60 57 53 69 84 80 70 77 55 58 125 1963 53 99
leaf_count=53 60 57 53 69 84 80 70 77 55 58 125 1963 53 99
internal_value=0 0.000521482 -0.00028311 0.00270355 0.00262951 0.0027184 0.00427734 0.00261805 0.000580291 0.00271702 0.00261895 0.00254131 0.000608716 -0.000215825
internal_weight=0 322 262 2634 2565 2481 150 2331 108 2223 2146 2088 209 152
internal_count=2956 322 262 2634 2565 2481 150 2331 108 2223 2146 2088 209 152
is_linear=0
shrinkage=0.00707995


Tree=590
num_leaves=30
num_cat=0
split_feature=1 1 16 2 2 3 1 14 3 39 3 2 155 1 1446 3 2 3 3 16 133 39 16 133 3 43 43 3 1
split_gain=2816.84 433.548 269.358 202.969 137.977 111.423 94.4947 76.718 73.2907 85.2458 66.9352 63.8914 36.1754 39.8567 23.4941 20.6253 27.4878 29.0369 18.9093 15.8041 13.7549 13.3833 16.1055 9.58242 9.54551 5.06052 4.88963 3.34168 2.35656
threshold=0.10509 0.13276500000000002 0.12992000000000004 0.099845000000000003 0.10523 -0.022704999999999996 0.089825000000000002 0.076450000000000004 0.31395500000000004 0.089285000000000017 -0.051469999999999995 0.13084500000000002 0.088740000000000013 0.096035000000000023 0.037915000000000011 -0.12077499999999998 0.091185000000000002 0.081495000000000012 -0.086934999999999985 -0.0087049999999999992 0.056015000000000002 0.088025000000000006 -0.098494999999999985 -0.05763999999999999 -0.086254999999999984 -0.0050499999999999989 -0.019324999999999998 -0.070724999999999996 0.092395000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 5 -2 7 14 9 -3 18 12 13 19 15 -1 17 -17 -8 27 -21 22 -6 -18 -16 28 -26 -5 -20
right_child=1 8 -4 11 21 -7 10 -9 -10 -11 -12 -13 -14 -15 24 16 23 -19 25 20 -22 -23 -24 -25 26 -27 -28 -29 -30
leaf_value=0.019879968383186508 0.019655940902828965 0.016253492163411491 0.020183671786576509 0.020668093404714601 0.016186038531148021 0.015742453740380049 0.019533446363389002 0.023336023233569276 0.011751707938280649 0.012992484784010142 0.018511694648183794 0.017581495620214427 0.021256211751931882 0.018075414443026773 0.022653102296209184 0.021455128475136441 0.019833512577804191 0.019869172881816256 0.021481053985448119 0.018631877485899256 0.020032956681144614 0.014380736245135388 0.014859294772919264 0.020810009013664608 0.021280789987080006 0.020456874276397391 0.022085047741128919 0.020058354821703348 0.020918768948485711
leaf_weight=54 71 58 94 79 82 54 52 77 68 81 81 58 68 59 53 838 53 52 58 57 63 56 74 235 80 69 57 82 84
leaf_count=54 71 58 94 79 82 54 52 77 68 81 81 58 68 59 53 838 53 52 58 57 63 56 74 235 80 69 57 82 84
internal_value=0 0.0159396 0.0171118 0.0208098 0.0162549 0.0179655 0.0211159 0.0213386 0.0134988 0.0143534 0.020145 0.0195995 0.0198864 0.0196123 0.0212305 0.0211264 0.0211835 0.0213625 0.0206479 0.019935 0.0193676 0.0152463 0.0155568 0.0206304 0.0219051 0.0209225 0.0216156 0.0203577 0.0211486
internal_weight=0 638 431 2309 337 125 1843 1499 207 139 344 466 408 340 1422 1232 1178 890 263 281 120 212 156 288 190 211 137 161 142
internal_count=2947 638 431 2309 337 125 1843 1499 207 139 344 466 408 340 1422 1232 1178 890 263 281 120 212 156 288 190 211 137 161 142
is_linear=0
shrinkage=0.00205156


Tree=591
num_leaves=20
num_cat=0
split_feature=4 51 13 43 13 4 13 376 13 40 4 2 4 51 48 13 13 157 51
split_gain=33.6067 20.4669 19.5451 14.3015 23.7913 11.2133 12.4359 10.3546 9.57666 9.47818 11.2962 17.0948 13.7496 31.9522 7.33062 8.45459 7.14823 23.1095 7.54311
threshold=0.028075000000000006 -0.22508999999999998 0.17226500000000003 0.053305000000000012 -0.10939499999999998 0.055765000000000002 1.0000000180025095e-35 0.084545000000000009 -0.11279499999999999 -0.083709999999999993 -0.49269499999999994 0.10019000000000002 -0.10701499999999999 1.0000000180025095e-35 0.098405000000000006 -0.0023899999999999993 -0.0021099999999999995 -0.020159999999999994 -0.085594999999999991
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 14 9 -5 -3 11 -11 13 -12 15 -7 18 -18 -14
right_child=2 7 -4 8 5 6 -8 -9 -10 10 12 -13 16 -15 -16 -17 17 -19 -20
leaf_value=0.0052592512891396961 -0.0015771092732708551 0.00022840634173692487 -0.0017097223342075281 0.0048347699497626488 -0.00052650502445881293 0.0020954007848955807 -0.00031596134265394089 0.0046978473979444905 0.0018701834001641432 0.0058475160865180485 -0.0014039736223785664 0.001984615951250279 0.0041520861140214209 0.0032697041118296471 0.00050857842195535866 0.0042036308009998557 -0.0013410472511155948 0.0023643965379518102 0.0025570856633483135
leaf_weight=74 77 55 57 52 62 247 62 55 72 65 83 62 88 79 58 67 54 338 1240
leaf_count=74 77 55 57 52 62 247 62 55 72 65 83 62 88 79 58 67 54 338 1240
internal_value=0 0.00253912 0.00125151 0.00149376 0.00114307 0.00156547 0.00186445 0.0024441 0.00311385 0.00238402 0.00244301 0.00396213 0.00234046 0.000874819 0.002228 0.00254542 0.00247847 0.00185381 0.00266282
internal_weight=0 2193 754 697 573 496 434 2119 124 2064 2009 127 1882 162 372 314 1720 392 1328
internal_count=2947 2193 754 697 573 496 434 2119 124 2064 2009 127 1882 162 372 314 1720 392 1328
is_linear=0
shrinkage=0.00526051


Tree=592
num_leaves=24
num_cat=0
split_feature=4 40 13 4 16 15 4 16 13 43 0 4 15 0 4 4 158 4 16 16 4 159 43
split_gain=1759.28 319.151 210.988 80.9321 53.7196 73.6872 62.4887 51.1622 46.9965 45.413 44.8416 108.909 36.4317 29.4215 34.2033 24.4465 22.6527 17.1824 11.9637 9.55878 9.15714 6.1327 4.67647
threshold=0.31392000000000003 -0.034699999999999988 -0.27740999999999993 0.018150000000000003 -0.53870999999999991 -0.43091499999999999 0.51395000000000002 -0.10750499999999999 -0.085414999999999991 -0.041049999999999996 -0.10462499999999998 -0.029404999999999997 -0.056634999999999991 -0.079249999999999987 -0.46195999999999998 -0.010909999999999998 0.078875000000000015 -0.082274999999999987 0.014185000000000001 0.13995000000000002 0.18572000000000002 -0.0062899999999999996 -0.081189999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 8 -2 6 -6 16 17 15 11 -10 19 18 -15 -1 20 -4 -12 -9 -5 -19 -23
right_child=4 2 3 7 5 -7 -8 12 10 -11 13 -13 -14 14 -16 -17 -18 21 -20 -21 -22 22 -24
leaf_value=0.005055419444799529 0.0037635678729957588 0.0042465936600860274 0.0090961887763117474 0.0073856074937014779 0.0044801542658597371 0.00059669222295738965 0.0018279727450799957 0.0059830487286515951 0.0085118027177983509 0.0064746291626081717 0.0079846829938921351 0.0049188234071032774 0.004667000939428438 0.0082245061785697852 0.0071267023000439501 0.0034828745845399411 0.0082116340219153677 0.0086257918788823062 0.0071069194521513161 0.0069964523687433642 0.0062866675800912833 0.0083179408282609054 0.007789071211344872
leaf_weight=86 82 75 77 62 53 92 89 63 55 52 675 74 53 133 530 65 82 65 64 79 53 95 193
leaf_count=86 82 75 77 62 53 92 89 63 55 52 675 74 53 133 530 65 82 65 64 79 53 95 193
internal_value=0 0.00724455 0.00743926 0.00754101 0.0024168 0.00194476 0.00281802 0.00673868 0.00770139 0.00491564 0.00754263 0.00645087 0.00603612 0.00764307 0.00734696 0.00437863 0.00743399 0.00826661 0.00790869 0.00654699 0.00687932 0.00808559 0.0079636
internal_weight=0 2631 2428 2353 316 234 142 392 1961 203 1531 129 195 1402 663 151 197 430 739 142 115 353 288
internal_count=2947 2631 2428 2353 316 234 142 392 1961 203 1531 129 195 1402 663 151 197 430 739 142 115 353 288
is_linear=0
shrinkage=0.00193323


Tree=593
num_leaves=21
num_cat=0
split_feature=1 3 1 3 1 447 0 39 150 14 52 3 156 0 43 0 3 51 1 3
split_gain=1503.26 317.688 113.998 80.5675 73.8518 70.3836 59.9668 55.7358 54.4788 45.2007 35.0119 34.0147 33.552 32.2201 27.8103 22.9166 21.4732 17.4116 14.8647 12.5682
threshold=0.10404000000000001 -0.057749999999999989 0.15028500000000003 0.10402500000000002 0.12288500000000001 0.085135000000000016 0.14054500000000003 0.089030000000000012 0.084525000000000003 0.064610000000000015 -0.22711499999999998 -0.075914999999999996 0.083125000000000018 -0.12851999999999997 -0.077614999999999976 -0.079554999999999987 -0.086004999999999984 -0.094454999999999983 0.095520000000000008 -0.085374999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 7 5 10 6 9 8 13 11 -2 17 14 -3 -13 -9 -12 19 -19 -1
right_child=1 2 -4 -5 -6 -7 -8 15 -10 -11 16 12 -14 -15 -16 -17 -18 18 -20 -21
leaf_value=0.0074318844814403656 0.009180779537608718 0.0046272896177946849 0.00095355306564896911 0.006269782618831053 0.0048250911548265076 0.0063959519541951443 0.0066840377141922664 0.0022145187403523024 0.0034152600740789537 0.010440700256595662 0.0062987900300929918 0.0070287153619981281 0.0097435453170873765 0.006527832541012234 0.0084252391679154482 0.0040352618555875384 0.0081544673711300593 0.0091550496263596778 0.0080250113090126265 0.0088494519744851969
leaf_weight=52 56 80 54 61 53 56 58 61 76 90 69 82 76 90 391 71 52 1291 58 70
leaf_count=52 56 80 54 61 53 56 58 61 76 90 69 82 76 90 391 71 52 1291 58 70
internal_value=0 0.00501366 0.00391307 0.00873955 0.00708075 0.00880728 0.00886956 0.00433579 0.00494835 0.00892962 0.00775604 0.00886228 0.00839923 0.0056336 0.00818318 0.00319403 0.00709646 0.00903508 0.00910648 0.00824543
internal_weight=0 662 432 2285 230 2224 2168 378 246 2110 177 2020 549 170 473 132 121 1471 1349 122
internal_count=2947 662 432 2285 230 2224 2168 378 246 2110 177 2020 549 170 473 132 121 1471 1349 122
is_linear=0
shrinkage=0.00217713


Tree=594
num_leaves=15
num_cat=0
split_feature=4 13 1374 39 52 4 12 13 13 12 133 151 12 49
split_gain=39.7223 17.6377 16.4333 12.8734 11.5719 10.9762 11.3196 8.71762 13.987 7.12817 14.5042 8.43094 10.3171 9.00589
threshold=0.27258000000000004 0.053700000000000005 -0.068629999999999983 0.099350000000000008 0.042815000000000006 -0.51843499999999987 0.11755500000000001 -0.15941999999999998 -0.071564999999999976 -0.053404999999999987 0.085355000000000014 -0.086879999999999985 0.087170000000000011 -0.071579999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 5 7 -4 9 -2 -9 10 -7 12 -11 -13
right_child=1 -3 3 -5 -6 6 -8 8 -10 11 -12 13 -14 -15
leaf_value=-0.00036115849613201133 0.0026362500026509295 -0.0020274116953736894 0.0054127326962788384 0.0005461775179586533 0.0032834885527816444 0.0058004247614766189 0.00098693951678062181 -0.002265254841546029 0.0012755101894185072 0.00040019737894594703 0.0021122593207270448 0.0043833571697720472 0.003536480266671584 0.0028757601711128494
leaf_weight=52 54 61 57 75 74 80 98 57 99 92 61 138 54 1895
leaf_count=52 54 61 57 75 74 80 98 57 99 92 61 138 54 1895
internal_value=0 0.000750202 0.00280668 0.00287131 0.00134702 0.00294174 0.00288347 0.00066435 -1.78413e-05 0.00296355 0.00420527 0.00288318 0.00156061 0.00297813
internal_weight=0 345 2602 2550 284 2475 2418 210 156 2320 141 2179 146 2033
internal_count=2947 345 2602 2550 284 2475 2418 210 156 2320 141 2179 146 2033
is_linear=0
shrinkage=0.00569414


Tree=595
num_leaves=30
num_cat=0
split_feature=1 1 3 39 3 3 1 39 15 15 3 15 133 133 13 15 52 160 52 15 52 481 133 13 133 3 15 133 13
split_gain=2322.48 495.906 202.95 136.425 125.893 114.026 89.6909 63.7768 50.3557 49.7082 93.6699 44.2862 63.5062 36.2188 33.3484 24.5206 21.8061 21.6613 38.1305 39.4482 19.787 11.7833 6.97297 9.89533 5.61255 3.89433 3.69399 3.37452 1.10211
threshold=0.10404000000000001 0.13074500000000003 -0.049204999999999992 0.0047850000000000011 0.31395500000000004 0.10402500000000002 0.086215000000000014 0.089285000000000017 -0.092099999999999987 0.039965000000000007 -0.13117499999999996 -0.13783499999999996 -0.0054649999999999985 -0.09676499999999999 -0.077614999999999976 0.091285000000000019 0.0035300000000000006 -1.0000000180025095e-35 -0.081164999999999987 -0.098139999999999991 -0.069499999999999992 -0.047399999999999991 0.099765000000000006 1.0000000180025095e-35 0.070495000000000016 -0.080054999999999987 -0.19153499999999998 0.40431 -0.051009999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 5 7 9 -5 -3 -2 11 -11 26 13 -13 21 24 -16 -4 -19 -20 -10 -14 23 -17 25 -12 -1 -24 -26
right_child=1 4 17 6 -6 -7 -8 -9 20 10 15 12 14 -15 16 22 -18 18 19 -21 -22 -23 27 -25 28 -27 -28 -29 -30
leaf_value=0.010812660946715985 0.0062833464202813397 0.0053077252657746533 0.0060675022916976034 0.0089859921838058108 0.00031069619742639815 0.0066634449862538834 0.0054338082369006476 0.0024930021403532709 0.0093133745321508157 0.012251073310185658 0.010126100121973175 0.0087846338456120387 0.010670571632757898 0.0067231284465718985 0.0092636758576929712 0.0097934459917932981 0.008130079936824762 0.0060603325441765952 0.0052619676944481225 0.0028571811808318298 0.0077249581964543984 0.0096801305658434922 0.0086642390895422215 0.0087729747795190442 0.0095126451956846891 0.010747202503207674 0.01010710833872641 0.0093286829942466117 0.0098915574401784983
leaf_weight=64 64 58 57 66 78 58 59 90 70 73 357 90 64 64 294 219 100 53 54 67 68 310 65 52 65 52 70 73 84
leaf_count=64 64 58 57 66 78 58 59 90 70 73 357 90 64 64 294 219 100 53 54 67 68 310 65 52 65 52 70 73 84
internal_value=0 0.00497518 0.00628666 0.00943563 0.00246238 0.009559 0.00730954 0.00359622 0.00781887 0.00963912 0.00996416 0.00931898 0.00915542 0.00792805 0.0094015 0.00979149 0.00897602 0.00494671 0.00457942 0.00393058 0.00853084 0.00984968 0.00940146 0.00959772 0.0100773 0.0102051 0.0104443 0.00901588 0.00972641
internal_weight=0 659 433 2279 226 2154 125 148 202 2096 1040 1056 922 154 768 967 394 231 174 121 138 374 409 271 558 409 134 138 149
internal_count=2938 659 433 2279 226 2154 125 148 202 2096 1040 1056 922 154 768 967 394 231 174 121 138 374 409 271 558 409 134 138 149
is_linear=0
shrinkage=0.00209259


Tree=596
num_leaves=17
num_cat=0
split_feature=4 3 12 1 2 1 1375 0 4 15 1 3 4 2 1420 15
split_gain=1787.54 525.222 249.126 234.77 161.617 160.837 78.8371 66.5503 65.1128 34.8527 34.3207 27.488 34.6668 26.4108 25.3421 24.038
threshold=0.31392000000000003 0.28833000000000003 -0.012249999999999999 0.13074500000000003 0.14073000000000005 0.093575000000000019 -0.092979999999999993 -0.14867499999999997 0.0049450000000000006 -0.41956999999999994 0.084675000000000014 -0.11266 0.42642000000000008 1.0000000180025095e-35 -1.0000000180025095e-35 -0.069814999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 11 6 -1 -4 10 14 -5 -8 -2 -13 -7 -9 -10
right_child=3 -3 4 9 -6 13 7 8 15 -11 -12 12 -14 -15 -16 -17
leaf_value=0.0086787832358500051 0.0060277289814970984 0.0023429305310751166 0.0063478615220127097 0.0019652693444696225 0.00515082111324211 0.005859450764159395 0.011512600701681527 0.010236493366257331 0.0085461381661627155 -0.00017009893010778236 0.0094472227854910072 0.0030273885538093393 0.0054038215840886633 0.0039488119076819764 0.0089968626334227305 0.0074129170742326797
leaf_weight=90 58 62 53 92 53 72 66 79 191 56 83 56 56 61 1655 155
leaf_count=90 58 62 53 92 53 72 66 79 191 56 83 56 56 61 1655 155
internal_value=0 0.00848189 0.00863067 0.0031229 0.00883655 0.00647486 0.00892214 0.00898334 0.00888455 0.00115714 0.0103622 0.00483413 0.00421581 0.00498331 0.00905335 0.00803855
internal_weight=0 2620 2558 318 2335 223 2282 2229 2080 148 149 170 112 133 1734 346
internal_count=2938 2620 2558 318 2335 223 2282 2229 2080 148 149 170 112 133 1734 346
is_linear=0
shrinkage=0.00213444


Tree=597
num_leaves=15
num_cat=0
split_feature=9 13 148 15 14 4 16 2 0 0 43 150 15 16
split_gain=47.9707 27.7201 14.5621 32.6738 11.8464 12.7759 10.9654 19.5282 12.3096 38.2 15.5296 10.9304 9.20469 8.77872
threshold=-1.0000000180025095e-35 -0.36115499999999995 -0.065214999999999981 -0.010414999999999999 -0.10523499999999998 0.31392000000000003 -0.07027499999999999 0.11165000000000001 -0.10934999999999999 -0.14797999999999997 -0.12118 0.083810000000000009 -0.082809999999999981 -0.5152199999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 -3 -4 6 7 11 9 -8 -10 -6 -2 -7
right_child=1 2 4 -5 5 13 8 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.0013139682279180128 0.0015588467320345894 0.0032977623698345324 0.0048961126771111287 -0.0023259391153624743 0.0033477851744453074 0.0028587010843366244 0.0041643210326259335 0.0062097238636116305 0.00072350148081081866 -0.002385468929615984 0.0030041863671076158 0.00092749766119888471 -0.0014973342260867731 -0.00017801197509608293
leaf_weight=93 68 82 96 53 954 52 55 72 102 56 1068 62 56 69
leaf_count=93 68 82 96 53 954 52 55 72 102 56 1068 62 56 69
internal_value=0 0.00275996 0.0028776 0.0010895 0.00297092 0.00289667 0.00298706 0.00339937 0.00263683 0.000859386 0.00280541 0.00320015 0.000178155 0.00112653
internal_weight=0 2845 2721 135 2586 2490 2369 1088 1281 111 1170 1016 124 121
internal_count=2938 2845 2721 135 2586 2490 2369 1088 1281 111 1170 1016 124 121
is_linear=0
shrinkage=0.00558249


Tree=598
num_leaves=22
num_cat=0
split_feature=3 2 15 3 3 15 4 51 52 2 51 15 4 43 51 12 159 3 43 133 43
split_gain=46.7645 13.1009 12.8927 19.1172 18.7177 16.5478 47.1747 49.3759 10.6504 10.2308 13.9731 9.48647 9.71405 9.27995 8.46321 8.40607 8.08527 7.40537 3.64484 3.66569 3.52836
threshold=0.28833000000000003 0.15000000000000002 0.039965000000000007 -0.11749 -0.015169999999999998 -0.0073449999999999991 -0.17006499999999999 -0.043629999999999995 -0.0078749999999999983 0.095785000000000023 0.108005 -0.41956999999999994 0.10686000000000001 -0.10761 -0.21875499999999998 0.087470000000000006 0.087735000000000021 -0.16270999999999997 0.060690000000000008 -0.10210999999999999 0.13751500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 8 9 17 -8 -5 11 13 -1 14 -11 -13 -15 -2 -7 19 -10 -20
right_child=16 -3 3 4 -6 6 7 -9 18 10 -12 12 -14 15 -16 -17 -18 -19 20 -21 -22
leaf_value=0.00062079215744004624 -0.0029075059090694646 -5.6153988645147366e-05 0.0063562813057526958 0.00054684975288081105 0.0065623586826363198 0.0051061421615550802 -0.0067760688272245281 0.0012625816955980013 0.0046996669483740762 0.0040257652797902038 0.0047558493393097031 0.00066634857428577875 0.0057123098244065479 0.00023772568913681772 0.0033621778548068946 0.0021838596787734409 0.00044286495680012102 0.0022703575557863997 0.00077244489299733413 0.0031148187299770737 0.0029673748413977298
leaf_weight=57 67 70 84 77 63 68 52 88 69 58 69 54 70 189 654 191 57 94 53 677 77
leaf_count=57 67 70 84 77 63 68 52 88 69 58 69 54 70 189 654 191 57 94 53 677 77
internal_value=0 0.0027371 0.00280838 0.00335665 0.00310858 0.00244148 0.00105779 -0.0017227 0.00288019 0.00275282 0.00201954 0.00319797 0.00338669 0.00158831 0.00315666 0.0012161 -0.00136685 0.00346112 0.00308521 0.0032615 0.00207306
internal_weight=0 2814 2744 1100 1016 1644 302 140 953 1342 507 835 778 438 708 380 124 162 876 746 130
internal_count=2938 2814 2744 1100 1016 1644 302 140 953 1342 507 835 778 438 708 380 124 162 876 746 130
is_linear=0
shrinkage=0.00654078


Tree=599
num_leaves=16
num_cat=0
split_feature=3 11 41 4 4 4 456 51 0 15 40 51 0 43 159
split_gain=32.3495 8.69807 10.6395 12.1109 11.0213 9.81662 9.44011 11.6369 25.0227 18.165 8.59013 7.34582 7.14378 6.30528 5.59354
threshold=0.28833000000000003 0.094115000000000018 0.078385000000000024 0.31392000000000003 -0.073079999999999992 0.41823000000000005 0.086210000000000023 -0.065634999999999985 -0.10726999999999999 -0.076594999999999983 -0.062739999999999976 -0.004559999999999999 -0.050249999999999996 -0.085079999999999975 0.087735000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -5 7 8 -1 -10 -7 -9 -13 -8 -2
right_child=14 -3 4 5 -6 10 13 11 9 -11 -12 12 -14 -15 -16
leaf_value=-0.0024394174092032058 -0.0019837682101903524 -7.1628352536061337e-05 0.0014241197891340456 -0.001378390498540769 0.004562147315501296 0.0027590679023316677 0.0045366621434204746 0.0034620459758179334 0.0039731750867604684 0.000936118868041487 0.00017359716923686112 0.0020659930359522845 0.00086609495361471983 0.0022552437249182874 0.00030216324553312344
leaf_weight=52 67 65 52 54 85 65 64 99 71 282 86 1605 157 77 57
leaf_count=52 67 65 52 54 85 65 64 99 71 282 86 1605 157 77 57
internal_value=0 0.00186755 0.00191342 0.00183693 0.00337149 0.000584564 0.00194356 0.00185968 0.00103514 0.00154713 0.00128693 0.00203909 0.00195911 0.00329119 -0.000932515
internal_weight=0 2814 2749 2612 137 205 2407 2266 405 353 151 1861 1762 141 124
internal_count=2938 2814 2749 2612 137 205 2407 2266 405 353 151 1861 1762 141 124
is_linear=0
shrinkage=0.00536572


Tree=600
num_leaves=18
num_cat=0
split_feature=3 4 160 52 157 10 15 41 3 3 43 43 13 157 3 123 3
split_gain=22.0442 10.1711 10.1118 14.1527 11.8154 8.86927 9.11838 8.34907 14.5558 16.9681 9.82357 7.94468 7.92198 6.48418 6.54567 6.35192 1.8062
threshold=0.31966500000000003 1.0000000180025095e-35 -0.40860499999999994 0.14295500000000003 -0.031119999999999998 -1.0000000180025095e-35 -0.040769999999999994 0.078610000000000013 -0.14186499999999996 -0.22004999999999997 0.060690000000000008 0.090280000000000013 0.019675000000000002 -0.15081499999999998 -0.11151499999999999 0.084780000000000008 -0.080349999999999991
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 12 8 9 -1 13 -12 -7 -10 -15 -16 -13
right_child=-2 2 3 -5 5 6 -8 -9 10 -11 11 16 -14 14 15 -17 -18
leaf_value=0.0023554089120990688 -0.0011995139457622074 0.0034934698570645269 -0.0010616719581530297 -0.0013641058565582724 -0.0007941954253083823 0.001764560581750066 0.0035044610115950009 -0.00019304836615992871 0.00018309580400591518 0.006685086784288116 -0.0011206072474480642 0.0023229319301595478 -0.00037683885813644233 0.00014416999025032516 0.0021931994033788462 0.0043441765237679725 0.00083614528586414393
leaf_weight=88 92 69 68 78 53 462 95 59 61 53 62 57 73 55 1444 52 63
leaf_count=88 92 69 68 78 53 462 95 59 61 53 62 57 73 55 1444 52 63
internal_value=0 0.00180465 0.00127046 0.00108536 0.00133985 0.00157904 0.0017788 0.00204519 0.00211346 0.00398333 0.00196647 0.000635201 0.00147225 0.00211673 0.00219274 0.00226801 0.00154291
internal_weight=0 2892 898 829 751 683 630 1994 1935 141 1794 182 535 1612 1551 1496 120
internal_count=2984 2892 898 829 751 683 630 1994 1935 141 1794 182 535 1612 1551 1496 120
is_linear=0
shrinkage=0.00604267


Tree=601
num_leaves=17
num_cat=0
split_feature=1 123 0 0 49 0 0 43 376 124 1 43 1429 43 16 43
split_gain=16.3802 11.7337 9.06491 13.3085 17.1254 17.0337 19.2383 14.8971 9.35137 16.2913 9.47303 8.42063 8.37449 7.12213 6.81129 5.28312
threshold=0.15099500000000002 0.106035 -0.12851999999999997 -0.14259999999999998 -0.07278999999999998 -0.24203499999999997 -0.21196999999999996 -0.077449999999999977 0.084435000000000024 -0.079729999999999981 0.11189500000000001 -0.007069999999999999 0.056450000000000007 -0.081189999999999984 -0.0042299999999999994 -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 -6 -7 -8 9 -4 12 13 14 -12 -11 -14
right_child=-2 -3 8 -5 5 6 7 -9 -10 10 11 -13 15 -15 -16 -17
leaf_value=0.0038356255454880472 -0.0015074102131190509 -0.0012758014732857103 -0.00081805354728883123 -0.0016673497236660739 0.003427442780678365 -0.0027283624881865023 -0.0011102223366690059 0.0022931149338406634 0.0038655320904415645 0.0015930046604832246 0.0032763516177586531 0.0039936182525999982 0.0020524651315032083 0.00048667269720786024 0.00082151329909439721 0.0040836957284057672
leaf_weight=62 64 52 92 66 54 66 71 101 57 1331 54 98 181 66 515 54
leaf_count=62 64 52 92 66 54 66 71 101 57 1331 54 98 181 66 515 54
internal_value=0 0.00140424 0.00145286 0.000679742 0.00111751 0.000540164 -0.000114677 0.000887896 0.00158547 0.00153109 0.00162513 0.00275477 0.00150676 0.00174253 0.00137781 0.00251947
internal_weight=0 2920 2868 420 354 292 238 172 2448 2391 2299 218 2081 120 1846 235
internal_count=2984 2920 2868 420 354 292 238 172 2448 2391 2299 218 2081 120 1846 235
is_linear=0
shrinkage=0.00569414


Tree=602
num_leaves=20
num_cat=0
split_feature=1 52 1 12 39 1 12 147 1 14 15 0 1 0 160 3 12 1 150
split_gain=1239.82 237.67 153.444 131.383 103.502 94.5785 73.6535 52.1645 42.5357 39.0429 32.325 40.7668 41.1043 33.2192 28.5572 24.1359 14.9912 7.56066 3.54849
threshold=0.10509 -0.40492999999999996 0.13436000000000001 0.088365000000000013 0.0047850000000000011 0.088035000000000016 0.11755500000000001 0.087170000000000011 0.15099500000000002 0.064610000000000015 -0.19153499999999998 -0.11073999999999999 0.083065000000000014 -0.076734999999999984 -1.0000000180025095e-35 0.076825000000000018 0.099980000000000013 0.11406500000000001 0.083205000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 14 6 -6 7 9 15 10 -1 12 -12 -13 -3 -4 -5 18 -16
right_child=1 2 8 16 5 -7 -8 -9 -10 -11 11 13 -14 -15 17 -17 -18 -19 -20
leaf_value=0.0088944030087438619 0.0074979828038082954 0.0044053738779146418 0.0016153814615697973 0.0066879634462717425 0.0070213380901170781 0.0034687898798352232 0.0051834245220823329 0.0055232193531902663 0.00039417418014305863 0.0087776531303476613 0.0072496152710868154 0.0075466427198923177 0.004921590227306925 0.0068941832492281658 0.003620296305793315 0.003441944628608049 0.0052066385467888525 0.0023618787323751796 0.0028281877688747458
leaf_weight=58 71 74 67 62 72 65 76 71 64 88 74 1265 65 496 52 65 63 84 52
leaf_count=58 71 74 67 62 72 65 76 71 64 88 74 1265 65 496 52 65 63 84 52
internal_value=0 0.0038106 0.0033615 0.00414083 0.00713648 0.00533599 0.00724895 0.00732309 0.0018226 0.00738554 0.00732296 0.00727498 0.00616113 0.00736289 0.00328162 0.002515 0.00594156 0.00283917 0.00322446
internal_weight=0 654 583 387 2330 137 2193 2117 196 2046 1958 1900 139 1761 262 132 125 188 104
internal_count=2984 654 583 387 2330 137 2193 2117 196 2046 1958 1900 139 1761 262 132 125 188 104
is_linear=0
shrinkage=0.00213444


Tree=603
num_leaves=18
num_cat=0
split_feature=44 4 3 51 51 41 16 160 1429 13 4 16 4 3 4 4 39
split_gain=19.9344 16.9545 12.7463 9.40504 13.695 9.32577 11.5297 7.83576 7.55117 9.69464 9.48377 8.93092 8.59909 7.72215 11.4651 7.59461 6.01025
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.35004500000000011 -0.40775499999999992 -0.070454999999999976 1.0000000180025095e-35 -0.43708999999999992 -1.0000000180025095e-35 0.086295000000000011 -0.15462999999999996 -0.03463999999999999 -0.14158499999999996 -0.0023699999999999997 -0.026279999999999998 -0.047099999999999996 -0.10701499999999999 0.085190000000000016
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 16 -8 9 -1 -10 -11 13 15 -15 -13 -6
right_child=-2 2 -4 4 5 -7 7 -9 10 11 -12 12 -14 14 -16 -17 -18
leaf_value=-0.00086285772559761646 0.0047394922224278388 0.0024271174636901873 -0.0017381884761820778 -0.002002192011412789 0.0015694504149574805 -0.0010354218485403447 0.001615899884044544 -1.8441521002188259e-05 0.0046122805636590629 0.0038394800067206242 0.0014410498284202725 0.00030011352027556738 0.0035342774656352874 0.0016155685010485858 -0.0011515122673008676 0.0016741779361880381 0.0037224781946004139
leaf_weight=53 53 103 64 57 171 74 135 283 56 52 62 138 62 102 86 1380 53
leaf_count=53 53 103 64 57 171 74 135 283 56 52 62 138 62 102 86 1380 53
internal_value=0 0.00128456 0.00066653 0.000842285 0.000631034 0.000840745 0.00105709 0.000509253 0.00157632 0.00148997 0.00294655 0.00155851 0.00149139 0.00141712 0.000349459 0.0015493 0.00207914
internal_weight=0 2931 940 876 773 716 642 418 1991 1873 118 1820 1768 1706 188 1518 224
internal_count=2984 2931 940 876 773 716 642 418 1991 1873 118 1820 1768 1706 188 1518 224
is_linear=0
shrinkage=0.00558249


Tree=604
num_leaves=15
num_cat=0
split_feature=44 2 0 52 4 52 4 0 457 40 457 2 4 4
split_gain=13.7886 16.737 12.4098 17.6248 12.3949 29.7064 11.3468 8.34014 6.01929 9.06144 8.26672 7.60533 10.8328 5.43427
threshold=1.0000000180025095e-35 0.25063000000000007 -0.12851999999999997 -0.090304999999999983 0.078235000000000013 1.0000000180025095e-35 0.27998000000000006 -0.14867499999999997 0.085230000000000014 0.0045850000000000005 0.048870000000000004 0.14492000000000002 0.053925000000000008 0.41823000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -6 -5 9 10 11 12 -4 -8
right_child=-2 -3 8 4 6 -7 13 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.002830395162273491 0.0035002802621482893 -0.0017851429317117912 0.0012940570582793511 0.0013204972533357171 0.0024849413673683446 -0.0042893269746575018 -0.0013160592082336513 -0.0013083112414770364 0.0023692961146176738 -0.00092366611389193133 -0.00068569539670853272 0.0030165752548494047 0.00038537886530740073 0.0008162809469743304
leaf_weight=54 53 54 1820 69 59 52 55 52 93 54 60 54 392 63
leaf_count=54 53 54 1820 69 59 52 55 52 93 54 60 54 392 63
internal_value=0 0.000948707 0.00100004 0.000194387 -0.00021216 -0.00115585 0.00070991 0.000190324 0.00113163 0.00108325 0.00112986 0.00117796 0.00113305 -0.000177158
internal_weight=0 2931 2877 404 350 173 177 121 2473 2380 2326 2266 2212 118
internal_count=2984 2931 2877 404 350 173 177 121 2473 2380 2326 2266 2212 118
is_linear=0
shrinkage=0.00495709


Tree=605
num_leaves=18
num_cat=0
split_feature=1 49 43 151 12 2 41 4 2 16 16 12 12 4 4 49 2
split_gain=19.372 9.64095 19.2975 14.7366 10.8299 13.9276 10.124 9.84292 8.15747 7.29437 6.99758 20.061 12.8889 6.00913 16.6808 6.49546 2.79786
threshold=0.12000500000000001 -0.088164999999999979 -0.084629999999999997 0.011180000000000001 -0.014854999999999998 0.094765000000000016 0.077550000000000022 -0.5055599999999999 0.08647500000000001 -0.025214999999999998 -0.23389999999999997 -0.041014999999999989 -0.075604999999999992 -0.10701499999999999 -0.37626499999999991 -0.049789999999999994 0.123795
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 -6 -8 -7 12 -12 -2 14 -9 -15 -13
right_child=10 3 -4 -5 6 9 8 13 -10 -11 11 16 -14 15 -16 -17 -18
leaf_value=-5.5367855511906976e-05 0.0019219555714694134 0.0038973087048297965 0.004120230769467082 -0.0016082848964246691 0.0031725427623322771 -0.00048469231329739031 0.00079055242205827714 0.0014087058506751036 -0.0022779041274710397 0.0023902039547572767 -0.0036832377458908484 0.0011962024820274106 -0.0014061855232615093 -0.00061042196003442413 -0.0024641363641032554 0.0010661298367588392 -0.00060960085866697668
leaf_weight=58 82 89 85 69 62 56 53 84 55 54 64 52 65 75 59 1784 55
leaf_count=58 82 89 85 69 62 56 53 84 55 54 64 52 65 75 59 1784 55
internal_value=0 0.00101714 0.00242621 0.000934537 0.00100856 0.00225522 0.000894316 0.000981511 -0.000771536 0.000926079 -0.000442939 -0.00121083 0.000449923 0.000913627 -0.000188763 0.000998459 0.000267429
internal_weight=0 2583 143 2440 2371 199 2172 2064 108 110 318 171 147 2002 143 1859 107
internal_count=2901 2583 143 2440 2371 199 2172 2064 108 110 318 171 147 2002 143 1859 107
is_linear=0
shrinkage=0.00558249


Tree=606
num_leaves=10
num_cat=0
split_feature=3 12 48 129 43 447 151 1452 42
split_gain=19.7517 11.9463 10.6746 7.9995 8.07909 7.66961 8.22736 7.72312 9.71244
threshold=0.35004500000000011 -0.10063999999999999 0.14093000000000003 0.088210000000000011 -0.048179999999999994 0.091025000000000009 0.077805000000000013 0.087120000000000017 -0.0022699999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 8 -3
right_child=-2 2 -4 4 -6 -7 -8 -9 -10
leaf_value=0.0036669387176821826 -0.0023315524669372885 0.0015425781857464479 -0.0018885580389798047 -0.0018984307259142645 0.0007139035028033274 -0.0013606592568290287 0.0026645998451030081 0.0025912915926411739 0.00062091460383127543
leaf_weight=54 73 549 53 75 102 52 102 96 1745
leaf_count=54 73 549 53 75 102 52 102 96 1745
internal_value=0 0.000851717 0.000796892 0.000849223 -0.000392653 0.000935652 0.000983595 0.000911826 0.000841515
internal_weight=0 2828 2774 2721 177 2544 2492 2390 2294
internal_count=2901 2828 2774 2721 177 2544 2492 2390 2294
is_linear=0
shrinkage=0.00604267


Tree=607
num_leaves=13
num_cat=0
split_feature=48 15 15 15 0 0 1428 1348 151 48 133 0
split_gain=11.1123 9.9159 20.2101 12.1614 10.6747 9.72599 8.492 8.5917 9.86638 11.2617 11.5573 7.51579
threshold=0.14093000000000003 -0.2987999999999999 -0.46645999999999993 -0.14051999999999998 -0.081484999999999988 -0.10462499999999998 0.086830000000000018 0.084895000000000012 0.077805000000000013 0.083775000000000002 -0.0065299999999999993 -0.17127999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -3 7 8 9 11 -11 -5
right_child=-2 3 -4 6 -6 -7 -8 -9 -10 10 -12 -13
leaf_value=-0.000565804011365431 -0.0022613942331067612 0.0040667987907239238 -0.0027666626507120979 0.0033259062636587285 0.0035111627376925698 0.0010060499717859251 0.0030617561123768219 -0.0018487083757209371 0.0029683142313402695 -0.0031989441106606295 0.0001121858767950609 0.00077811939422561187
leaf_weight=62 55 92 102 53 53 93 69 58 86 59 229 1890
leaf_count=62 55 92 102 53 53 93 69 58 86 59 229 1890
internal_value=0 0.000765958 -0.000604552 0.000879108 0.00131253 0.00252854 0.000754225 0.000687155 0.000750664 0.000665147 -0.000565889 0.000847653
internal_weight=0 2846 217 2629 115 185 2444 2375 2317 2231 288 1943
internal_count=2901 2846 217 2629 115 185 2444 2375 2317 2231 288 1943
is_linear=0
shrinkage=0.0066716


Tree=608
num_leaves=18
num_cat=0
split_feature=4 40 13 14 0 15 49 14 16 4 0 4 39 15 12 15 12
split_gain=1945.93 437.742 261.901 90.7177 94.9461 94.5574 86.8196 61.2248 74.058 60.8774 37.2345 68.4574 26.7886 23.753 14.4111 12.9283 11.5607
threshold=0.31392000000000003 -0.034699999999999988 -0.16392499999999996 0.073890000000000011 -0.13843999999999998 -0.10566999999999999 -0.0086549999999999978 -0.45687499999999998 -0.42170999999999997 0.018150000000000003 -0.079249999999999987 -0.47860499999999995 0.088755000000000014 -0.18498499999999998 0.089210000000000025 -0.032519999999999993 0.090885000000000007
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 -4 -1 -2 12 10 14 -12 13 -9 -6 16 -11
right_child=7 2 3 -5 9 -7 -8 8 -10 15 11 -13 -14 -15 -16 -17 -18
leaf_value=0.0027908710023526687 0.0037890691327694872 0.0039693142941906422 0.0087091308889726965 0.010519763922498468 0.0087878494954371344 0.0048337262267352998 0.0058709593823818582 0.0035304785124217171 -0.0010103692204351275 0.0081352879461975437 0.009439909985819386 0.0075769378639277711 0.00071892533079322173 0.0015673543122996579 0.0081948978950282976 0.0062602562288672225 0.0070922448514227259
leaf_weight=93 61 83 53 83 770 92 103 63 61 89 130 557 68 69 308 59 159
leaf_count=93 61 83 53 83 770 92 103 63 61 89 130 557 68 69 308 59 159
internal_value=0 0.00772885 0.00800185 0.00814736 0.00805853 0.00625042 0.00440961 0.00170498 0.0012178 0.00818505 0.00835031 0.0079295 0.00189752 0.00250449 0.00861846 0.00723489 0.00746666
internal_weight=0 2579 2383 2300 2217 145 196 322 261 2072 1765 687 200 132 1078 307 248
internal_count=2901 2579 2383 2300 2217 145 196 322 261 2072 1765 687 200 132 1078 307 248
is_linear=0
shrinkage=0.00231039


Tree=609
num_leaves=27
num_cat=0
split_feature=3 1 3 156 16 0 0 3 15 133 133 1446 0 15 0 42 0 15 51 15 51 15 133 0 0 133
split_gain=16.72 7.59776 16.4289 11.0773 11.7165 45.4958 11.2659 9.57166 8.02994 7.17364 8.94203 7.65554 6.91473 6.71694 6.63309 6.55834 6.52345 6.45777 16.4255 5.82648 5.49573 5.22299 4.32906 3.99821 2.70452 1.37839
threshold=0.35004500000000011 0.093435000000000004 -0.12077499999999998 0.10280000000000002 -0.0094449999999999968 -0.079324999999999993 -0.029849999999999998 -0.036264999999999992 0.093575000000000019 -0.07192999999999998 -0.032744999999999989 0.089505000000000015 -0.066934999999999981 -0.094839999999999994 -0.18240499999999996 -0.088669999999999985 -0.079249999999999987 -0.011749999999999998 -0.025904999999999994 -0.040769999999999994 -0.045524999999999989 -0.07879499999999999 -0.23060499999999998 -0.081814999999999985 -0.081909999999999997 -0.14715499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 20 4 8 -6 12 9 14 15 -11 17 -7 -9 -4 -1 -15 19 -19 -12 -3 -16 23 -17 25 -24
right_child=-2 2 3 -5 5 6 -8 13 -10 10 11 -13 -14 16 21 22 -18 18 -20 -21 -22 -23 24 -25 -26 -27
leaf_value=0.0035077185699212859 -0.001951752561446161 0.00062821417439509807 0.0016896716546268495 0.002244549454891962 -0.0060389341291708807 -0.00029535481179351235 -0.0020070760473461487 0.00062977113672703811 0.0020816039945556484 -0.0016285344730425596 0.00085386894078999748 0.0025008926664124072 0.0026087067173924481 0.0037415597625500494 1.052639309653479e-05 0.0013631305702754548 0.0014724344680468343 -0.0028072901221227538 0.00058207966442760852 0.0023589202329567993 0.0029473059937138763 -0.0019315708358618473 0.0021668905478379567 -0.00076439812706527053 0.0029465348585089469 0.0010220144001984277
leaf_weight=53 73 53 63 69 52 52 53 71 75 53 375 84 59 98 224 68 76 52 665 113 99 59 55 53 53 101
leaf_count=53 73 53 63 69 52 52 53 71 75 53 375 84 59 98 224 68 76 52 665 113 99 59 55 53 53 101
internal_value=0 0.000863271 0.00040699 3.39864e-05 -0.000205365 -0.00130512 0.000195465 0.00106196 0.000358734 0.000909329 0.000709156 0.000805323 0.00124769 0.00213639 -1.45418e-05 0.00161056 0.0027508 0.000687074 0.000336181 0.0012025 0.00213908 -0.000394144 0.00130567 0.000430725 0.00181193 0.00142605
internal_weight=0 2828 858 706 637 216 164 1970 421 1725 1342 1289 111 245 346 383 174 1205 717 488 152 283 330 121 209 156
internal_count=2901 2828 858 706 637 216 164 1970 421 1725 1342 1289 111 245 346 383 174 1205 717 488 152 283 330 121 209 156
is_linear=0
shrinkage=0.00580803


Tree=610
num_leaves=10
num_cat=0
split_feature=2 14 33 10 0 148 0 474 1375
split_gain=12.0429 16.3882 16.6574 18.2641 11.9008 8.61609 7.46022 7.09054 7.3822
threshold=0.17730000000000004 -0.10523499999999998 0.084300000000000014 -1.0000000180025095e-35 -0.22745499999999999 -0.077864999999999976 -0.075434999999999988 0.10539000000000001 -0.072014999999999982
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -5 -6 -1 8 -7
right_child=-2 2 -4 4 5 7 -8 -9 -10
leaf_value=0.004616333374540359 -0.0016905493732371551 -0.00256850799149742 0.0041345169846770356 -0.0011637538352475517 0.0026133434858171211 0.0023615287179243548 0.0016943148030283588 0.0024821045299383525 0.00070061082310584699
leaf_weight=56 64 57 52 102 99 98 68 88 2275
leaf_count=56 64 57 52 102 99 98 68 88 2275
internal_value=0 0.000907196 0.000812876 0.000749327 0.000820394 0.000899475 0.00301445 0.000830504 0.00076923
internal_weight=0 2895 2771 2719 2662 2560 124 2461 2373
internal_count=2959 2895 2771 2719 2662 2560 124 2461 2373
is_linear=0
shrinkage=0.00592419


Tree=611
num_leaves=9
num_cat=0
split_feature=9 1375 147 147 8 15 39 1427
split_gain=14.2605 7.98831 15.6087 11.3185 14.7213 9.63139 7.86435 8.2123
threshold=-1.0000000180025095e-35 -0.10702499999999998 0.097985000000000017 0.08975000000000001 1.0000000180025095e-35 0.13954000000000003 -1.0000000180025095e-35 0.081395000000000009
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8
right_child=1 2 -4 -5 -6 -7 7 -9
leaf_value=-0.0012768346099844019 -0.0010486461708420478 0.0025556383961303861 0.0033865974350632778 -0.0015214160340028295 0.0031197012627902751 -0.001262994579434213 0.00059044779992508984 0.0021672987374528434
leaf_weight=97 66 54 52 58 60 64 2424 84
leaf_count=97 66 54 52 58 60 64 2424 84
internal_value=0 0.00065561 0.000695858 0.000644848 0.000691645 0.000636148 0.00068361 0.000643282
internal_weight=0 2862 2796 2744 2686 2626 2562 2508
internal_count=2959 2862 2796 2744 2686 2626 2562 2508
is_linear=0
shrinkage=0.00495709


Tree=612
num_leaves=16
num_cat=0
split_feature=13 2 14 4 0 14 1 4 52 51 13 0 43 13 43
split_gain=9.69791 25.4379 14.5837 11.7751 9.23655 27.179 17.3613 12.088 16.9352 7.17479 27.1267 8.84818 13.8659 12.7784 8.51405
threshold=-0.48634999999999995 0.17553000000000005 -0.10523499999999998 0.50779500000000011 -0.13409999999999997 0.020750000000000005 0.11215000000000001 0.078235000000000013 -0.080789999999999987 0.10934000000000001 -0.066869999999999999 -0.10185499999999999 -0.078409999999999994 -0.11279499999999999 -0.09361499999999999
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 8 -4 11 -11 12 -6 -13 -15
right_child=1 -3 4 -5 9 -7 -8 -9 -10 10 -12 13 -14 14 -16
leaf_value=0.0031259763699521726 0.0052827161773872332 -0.0037702262318386509 -0.0013630482909957318 0.00084641707097638256 -0.00014128675075771491 0.0029997326651353389 0.0011527884099683543 -0.00068177548305116474 -0.0068312715875466683 0.0024690382849657483 -0.0031629955019199158 -0.002396960721111533 0.0042425400381527765 0.0018816573375703006 0.00065300414926023199
leaf_weight=73 57 60 52 54 55 83 83 86 53 72 88 58 85 309 1691
leaf_count=73 57 60 52 54 55 83 83 86 53 72 88 58 85 309 1691
internal_value=0 0.00061421 0.000707323 0.00312517 0.000608445 -0.000411511 -0.00144511 -0.00257442 -0.00412389 0.000762897 -0.000628126 0.000864187 0.0025198 0.000751525 0.000842867
internal_weight=0 2886 2826 111 2715 357 274 191 105 2358 160 2198 140 2058 2000
internal_count=2959 2886 2826 111 2715 357 274 191 105 2358 160 2198 140 2058 2000
is_linear=0
shrinkage=0.00680503


Tree=613
num_leaves=26
num_cat=0
split_feature=1 3 2 2 2 2 1 4 14 2 2 14 0 12 51 1 0 51 3 3 12 1 2 16 4
split_gain=1241.42 272.546 133.737 121.555 104.921 76.7813 63.1476 93.8912 54.8175 54.6573 39.2681 33.6325 31.6706 16.7864 15.9852 14.5197 15.7382 14.119 13.2563 11.5866 13.2401 11.554 9.45589 6.25491 5.17351
threshold=0.10404000000000001 -0.053364999999999996 0.17553000000000005 0.11504500000000002 0.093320000000000014 -1.0000000180025095e-35 0.088470000000000007 -0.16236499999999995 0.073890000000000011 0.10859000000000001 -0.0098549999999999974 -1.0000000180025095e-35 0.048595000000000006 -1.0000000180025095e-35 0.10446500000000002 0.085720000000000005 -0.096444999999999989 0.07412500000000001 -0.12077499999999998 -0.013714999999999998 0.092010000000000022 1.0000000180025095e-35 0.091290000000000024 -0.083614999999999981 -0.0026499999999999996
decision_type=2 2 2 2 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 18 8 -3 12 -8 10 -7 -1 -11 17 -13 15 21 -17 19 -2 20 -6 22 -12 -18 -22
right_child=1 2 -4 -5 6 9 7 -9 -10 11 14 13 -14 -15 -16 16 23 -19 -20 -21 24 -23 -24 -25 -26
leaf_value=0.0066621438714289504 0.0086523935338125545 0.0021527946503692268 3.2447685797200152e-05 0.0042500144229649537 0.0087062044944378695 0.0064158986182364982 0.0082852891290599532 0.0040907233860428367 0.010456694657051353 0.0053591279223925729 0.0087449515269660098 0.0023912135175065455 0.0061006346256102248 0.0039922224359685461 0.0072372542831581404 0.0069788575033159382 0.0090353279169673711 0.0089089397388743916 0.007260338152687968 0.0067991569945571387 0.00796422699063906 0.0097587374282233613 0.0079745458278826526 0.0082192275083154808 0.007320575299271488
leaf_weight=66 63 96 54 80 95 69 52 69 79 72 827 57 57 101 52 52 65 74 97 57 164 57 100 281 123
leaf_count=66 63 96 54 80 95 69 52 69 79 72 827 57 57 101 52 52 65 74 97 57 164 57 100 281 123
internal_value=0 0.00459513 0.00351139 0.00662252 0.00820678 0.00398693 0.00744063 0.00589355 0.00854205 0.00457573 0.0084412 0.00402357 0.007769 0.0034148 0.00852306 0.00857142 0.00819058 0.00795432 0.00780862 0.00779335 0.00794163 0.00872543 0.00866187 0.00837261 0.00768846
internal_weight=0 689 449 240 2270 395 691 121 1579 299 1500 230 570 158 1434 1382 398 513 160 439 382 984 927 346 287
internal_count=2959 689 449 240 2270 395 691 121 1579 299 1500 230 570 158 1434 1382 398 513 160 439 382 984 927 346 287
is_linear=0
shrinkage=0.00235659


Tree=614
num_leaves=21
num_cat=0
split_feature=9 2 3 2 1375 1429 42 12 159 159 1 2 12 47 3 15 402 159 12 1
split_gain=11.8461 9.44761 14.3751 9.11844 8.64967 8.81247 10.6442 6.79114 6.7434 6.03826 6.89326 20.3698 11.7486 5.31252 3.79569 3.5614 2.14522 1.77788 1.33283 0.594415
threshold=-1.0000000180025095e-35 0.085730000000000015 -0.12077499999999998 -0.087809999999999985 -0.14589999999999997 0.084485000000000018 0.086555000000000007 0.023990000000000004 -0.11380999999999998 0.11586 0.086860000000000007 0.10233000000000002 0.083400000000000016 0.092930000000000013 -0.082474999999999979 0.084100000000000022 -0.0065149999999999991 -0.43709499999999996 0.088930000000000023 0.10264000000000002
decision_type=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 14 -5 17 10 12 -12 -10 15 -7 18 -17 -6 -9 -15
right_child=1 4 3 7 5 6 -8 13 9 -11 11 -13 -14 19 -16 16 -18 -19 -20 -21
leaf_value=-0.0012789010981064637 0.0034934852761652566 -0.0017910323105654335 -0.0013318408647332973 0.0029386388049373888 0.0012036472274799606 0.0020276454452273765 -0.00021090736442916884 0.0016285492330723418 0.0022792767290881403 0.002190229812349986 -0.0033861730515895704 0.00026419702054352281 0.00038022594648825126 0.00036489657520037797 0.004187751622297323 0.0016535967273719047 0.00071510370536208604 0.0027507596482361182 0.0026851090660682106 -0.00046514594332222641
leaf_weight=97 102 53 53 79 53 68 56 139 138 69 65 395 863 62 53 126 304 56 64 64
leaf_count=97 102 53 53 79 53 68 56 139 138 69 65 395 863 62 53 126 304 56 64 64
internal_value=0 0.000868024 0.00134438 0.00109829 0.000614899 0.000685152 0.00196621 0.00125206 0.000546767 0.000443259 0.000360709 -0.000251476 0.000642098 0.00107643 0.00297434 0.00130198 0.000990254 0.00199909 0.00196197 -5.62004e-05
internal_weight=0 2862 993 891 1869 1816 177 838 1639 1530 1461 460 1001 759 121 633 430 109 203 126
internal_count=2959 2862 993 891 1869 1816 177 838 1639 1530 1461 460 1001 759 121 633 430 109 203 126
is_linear=0
shrinkage=0.00604267


Tree=615
num_leaves=23
num_cat=0
split_feature=1 3 2 3 2 2 124 12 2 3 15 1 12 3 3 12 484 159 15 1 2 160
split_gain=1256.64 234.951 95.5395 91.9074 91.0434 69.5672 69.2467 61.9431 44.6999 58.7376 31.3335 32.0822 25.7459 23.4241 22.6423 21.9129 17.9607 19.9552 13.7266 13.4961 12.9701 9.02018
threshold=0.10404000000000001 -0.049204999999999992 0.14744000000000002 0.093925000000000022 0.11426500000000002 -1.0000000180025095e-35 -0.083859999999999976 0.11819000000000002 0.10859000000000001 0.085880000000000012 -0.031624999999999993 0.093245000000000008 0.092165000000000011 -0.020049999999999995 0.143375 0.10125500000000003 -0.084749999999999978 0.08894500000000001 -0.076929999999999985 0.08864000000000001 0.08895500000000002 0.11023000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 6 15 -3 -1 10 -7 -10 11 12 20 16 -11 -2 21 -18 -14 -5 -8 -12
right_child=1 2 -4 19 -6 8 7 -9 9 14 13 -13 18 -15 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0053652126451461547 0.0069776722939440192 0.002204316160515505 0.0012279384554949805 0.0060160545116485619 0.0037299606867473509 0.0056048608927729317 0.0077092720200682497 0.0054339278214360466 0.001918746138892173 0.0052304541850643465 0.0086694690424473503 0.0055586839005515578 0.0069631394508358349 0.0086828716170340974 0.0035568832739227628 0.0054487570789848814 0.0074272041547287495 0.0062836817219711332 0.005926534456966592 0.0046883873077709888 0.0070071212579827669 0.0075622106967687406
leaf_weight=78 102 100 83 67 70 62 226 70 53 63 65 57 121 62 63 57 1096 63 85 54 189 52
leaf_count=78 102 100 83 67 70 62 226 70 53 63 65 57 121 62 63 57 1096 63 85 54 189 52
internal_value=0 0.00399497 0.0031256 0.00709687 0.00560455 0.00358743 0.00719041 0.00725865 0.00416125 0.00366111 0.007322 0.0069762 0.00710628 0.00749721 0.00439384 0.0064297 0.00743958 0.00736506 0.00653552 0.00542372 0.00738955 0.00817753
internal_weight=0 653 424 2285 229 341 2164 2086 241 179 2016 678 621 1338 126 159 1276 1159 206 121 415 117
internal_count=2938 653 424 2285 229 341 2164 2086 241 179 2016 678 621 1338 126 159 1276 1159 206 121 415 117
is_linear=0
shrinkage=0.00197189


Tree=616
num_leaves=21
num_cat=0
split_feature=2 3 0 12 1375 47 48 0 4 4 41 4 0 2 4 1 4 49 2 1
split_gain=15.4455 18.7659 15.7389 17.7673 13.6377 12.1931 14.3007 16.4182 29.8204 11.1744 10.2724 16.3624 13.8697 15.7294 10.9306 9.67544 7.31698 6.0622 4.67158 1.91848
threshold=0.10523 0.093925000000000022 0.12441000000000001 -0.10063999999999999 -0.089714999999999975 0.10843500000000002 0.085130000000000025 -0.073104999999999989 0.40996000000000005 0.50291500000000011 0.088100000000000012 -0.17568999999999999 -0.097774999999999987 0.082690000000000013 -0.096364999999999992 0.083065000000000014 0.0033150000000000007 -0.080264999999999989 0.12198500000000001 0.11181500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 6 7 8 -5 18 11 -6 13 -13 -14 -15 -3 -16 -9 -8
right_child=2 16 -4 5 10 -7 19 9 -10 -11 -12 12 14 15 17 -17 -18 -19 -20 -21
leaf_value=0.0039667837985677716 0.0034130828413067344 -0.0024312388966698218 -0.0029409775804776798 -0.0036999629754304866 0.0035212498768517958 -0.0025272500343220526 0.0025251888964261371 0.00079894844857168236 0.0012071035773385101 -0.0015968701828327422 -0.0013597295378843194 0.004391066859466634 -0.0016691963392772157 0.0022140333208550628 -0.00054008562885268481 -0.00048455130191783871 0.00032759537705591603 0.00099696278970094515 0.0028408514429312066 0.0011586767975640378
leaf_weight=54 54 66 53 96 89 56 70 121 69 52 55 77 55 136 88 63 59 1509 52 64
leaf_count=54 54 66 53 96 89 56 70 121 69 52 55 77 55 136 88 63 59 1509 52 64
internal_value=0 0.00101531 3.97984e-05 0.000289076 0.00114139 -1.67518e-06 0.000268118 -0.000283141 -0.00164755 0.000717155 0.00106772 0.00113395 0.00102371 0.00220541 0.000826248 0.0013594 -0.00112858 0.000912228 0.00141305 0.00187298
internal_weight=0 2251 687 634 2126 580 524 390 165 225 2072 2017 1928 276 1652 199 125 1597 173 134
internal_count=2938 2251 687 634 2126 580 524 390 165 225 2072 2017 1928 276 1652 199 125 1597 173 134
is_linear=0
shrinkage=0.00569414


Tree=617
num_leaves=12
num_cat=0
split_feature=40 16 34 47 147 1375 0 0 123 16 48
split_gain=13.5836 11.6134 13.4106 10.239 8.47949 15.5001 11.7429 11.3666 8.65783 8.27069 5.3021
threshold=1.0000000180025095e-35 0.63563000000000014 -0.082914999999999989 0.11224000000000002 0.089430000000000023 -0.095554999999999987 -0.10028499999999999 -0.17127999999999996 0.091600000000000001 0.0097750000000000007 0.084855000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -6 10 -9 -5 -7
right_child=-2 -3 3 9 6 7 -8 8 -10 -11 -12
leaf_value=0.0028275113760886064 -0.0014470515157661784 -0.0018064434105635565 0.0035228610576367447 -0.0019440009901259161 -0.0025616866622760969 0.0036102833008657244 0.0010438751940997002 0.00060486378191126661 0.0026706254866025706 0.00059336148462860487 0.0012182928697346952
leaf_weight=85 89 53 59 76 52 55 52 2233 60 72 52
leaf_count=85 89 53 59 76 52 55 52 2233 60 72 52
internal_value=0 0.000681482 0.000728663 0.000662835 0.000742086 0.000805569 -0.000758355 0.000738745 0.000658943 -0.000709221 0.00244836
internal_weight=0 2849 2796 2711 2563 2459 104 2400 2293 148 107
internal_count=2938 2849 2796 2711 2563 2459 104 2400 2293 148 107
is_linear=0
shrinkage=0.00536572


Tree=618
num_leaves=25
num_cat=0
split_feature=2 2 2 0 2 39 0 0 2 11 47 2 0 2 133 2 0 2 0 0 43 133 43 51
split_gain=1115.06 504.304 204.041 203.527 176.415 166.816 161.538 114.081 78.9723 59.7654 29.8899 37.1418 21.8337 20.5245 17.0168 16.0494 29.2706 17.2597 14.1475 10.7905 10.2272 14.9678 2.5023 2.22266
threshold=0.11504500000000002 -1.0000000180025095e-35 0.099845000000000003 -0.13165999999999997 0.16993500000000003 0.086285000000000014 -0.079794999999999991 -0.084114999999999981 0.13554000000000002 1.0000000180025095e-35 0.11224000000000002 0.091290000000000024 -0.14920999999999998 0.13388500000000003 0.024055000000000003 0.072175000000000017 -0.092524999999999982 0.083775000000000002 -0.094299999999999981 0.10446500000000002 -0.073819999999999983 -0.0085699999999999995 -0.08237499999999999 -0.045524999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 12 7 6 -1 13 23 10 11 15 -4 -2 18 16 -3 -17 -13 20 -5 -22 -16 -9
right_child=4 2 3 19 -6 -7 -8 8 -10 -11 -12 14 -14 -15 22 17 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.0091125429938990754 0.0035992488640503059 0.006696977913663537 0.0050177270819651079 0.008010844426757804 0.00049795302094435214 0.0021777612778975486 0.0039077235754057986 0.0065789231722982967 0.0041010687229245009 0.010303415229241083 0.0070457175322673213 0.0062864150697988768 0.0029963469452605773 0.0018353212103875702 0.0086849870778698303 0.0097491698577840229 0.0084522391323475082 0.0086594059993518515 0.007689543587577361 0.0084350749915255169 0.0079439897412845548 0.0064010465636290884 0.0080769543193571908 0.0072383770690630077
leaf_weight=55 91 56 57 89 68 91 69 55 99 85 85 54 53 54 52 82 384 868 118 70 54 81 115 53
leaf_count=55 91 56 57 89 68 91 69 55 99 85 85 54 53 54 52 82 384 868 118 70 54 81 115 53
internal_value=0 0.0078251 0.00813484 0.00667282 0.00383834 0.0045072 0.00621651 0.00448357 0.00556294 0.00844586 0.0083588 0.00842334 0.00404401 0.0029425 0.00775037 0.00858745 0.0082289 0.0087535 0.00724917 0.0076563 0.00741283 0.0070184 0.00826643 0.00690277
internal_weight=0 2518 2303 404 420 215 124 352 207 1899 1814 1729 110 145 339 1390 440 950 172 294 224 135 167 108
internal_count=2938 2518 2303 404 420 215 124 352 207 1899 1814 1729 110 145 339 1390 440 950 172 294 224 135 167 108
is_linear=0
shrinkage=0.00226508


Tree=619
num_leaves=24
num_cat=0
split_feature=1 3 39 2 2 1 2 3 4 12 2 3 0 4 12 16 3 4 0 1 158 4 16
split_gain=1675.41 323.878 132.791 115.096 113.028 76.671 74.912 65.9165 63.9274 55.2709 46.9849 66.1443 37.2708 26.5756 24.4671 23.776 21.2024 17.4058 52.0117 15.0619 13.8874 8.89487 5.29681
threshold=0.10404000000000001 -0.053364999999999996 0.0047850000000000011 0.14253500000000002 0.11426500000000002 0.088035000000000016 -1.0000000180025095e-35 0.093925000000000022 -0.16236499999999995 0.10061500000000002 0.10724500000000002 0.085880000000000012 -0.14259999999999998 0.024470000000000002 0.10125500000000003 -1.0000000180025095e-35 0.143375 -0.17568999999999999 -0.066934999999999981 0.083065000000000014 0.081110000000000015 -0.022529999999999998 -0.13895999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 6 14 -4 -3 9 -9 12 -8 -12 19 17 -2 21 -13 -14 -19 -1 22 -11 -15
right_child=1 3 5 -5 -6 -7 10 8 -10 15 11 16 13 20 -16 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.011299362497462282 0.0087889117119891585 0.0027043908367201989 0.0083616397449358566 0.0015406213671440012 0.0045884488784137334 0.0049088058805979058 0.0068578879489472524 0.0093295017210901238 0.0059581728703343726 0.0091930684569918215 0.0023574547708848773 0.0062463724688755582 0.010324955803908442 0.008588998153266688 0.0069193088980582995 0.0072176167095842798 0.0043647534115800685 0.0093876165437966619 0.0070973830999755787 0.0096809855719866625 0.0094292399884721018 0.0081951443014129932 0.0076468597928697566
leaf_weight=66 101 100 72 97 66 61 56 52 65 92 53 67 91 53 56 81 57 1325 53 54 52 93 75
leaf_count=66 101 100 72 97 66 61 56 52 65 92 53 67 91 53 56 81 57 1325 53 54 52 93 75
internal_value=0 0.00486119 0.00897535 0.00371229 0.00707645 0.00677819 0.00434481 0.00911113 0.00745675 0.00920623 0.00504874 0.00447622 0.00935109 0.00926228 0.0081222 0.00824281 0.00538163 0.00936309 0.00929955 0.0105713 0.00843945 0.00869154 0.00803715
internal_weight=0 653 2285 430 223 133 333 2152 117 2035 233 177 1769 1649 157 266 124 1469 1378 120 180 185 128
internal_count=2938 653 2285 430 223 133 333 2152 117 2035 233 177 1769 1649 157 266 124 1469 1378 120 180 185 128
is_linear=0
shrinkage=0.00226508


Tree=620
num_leaves=28
num_cat=0
split_feature=1 3 1 4 0 10 4 12 3 4 4 4 12 3 41 4 158 51 1 12 0 1 4 3 16 16 51
split_gain=1489.85 242.937 150.197 127.856 76.8389 71.1541 70.0169 60.0754 48.8281 46.1904 44.6847 42.0412 68.8468 38.5473 32.4713 24.2705 24.0274 22.6717 20.458 19.3157 18.805 14.1089 12.8109 10.6277 6.61267 6.13331 6.00915
threshold=0.10921500000000002 -0.063264999999999988 0.098395000000000024 -0.16523499999999997 -0.076734999999999984 -0.00189 0.27420500000000009 0.085845000000000019 0.25089000000000006 0.046185000000000004 0.31392000000000003 -0.47860499999999995 0.08401500000000002 -0.0066499999999999988 0.075585000000000013 -0.082509999999999986 0.078875000000000015 0.080840000000000009 0.13074500000000003 0.083310000000000009 -0.098429999999999976 0.118385 -0.0023699999999999997 -0.080294999999999991 -0.33811499999999994 0.044620000000000007 0.11444000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 4 -4 9 -3 8 13 -7 14 21 -6 -13 -5 17 -14 24 20 -8 -19 -1 -2 25 -22 -11 -17 -21
right_child=1 5 3 7 11 6 18 -9 -10 16 -12 12 15 -15 -16 22 -18 19 -20 26 23 -23 -24 -25 -26 -27 -28
leaf_value=0.0088270162471968897 0.0071965066546078567 0.0013337047981060305 0.0083527988152990226 0.0029990557521594949 0.0081770881698351189 0.005391704976098431 0.0031956458552414389 0.0064721665726222757 0.0028869428783082868 0.0069382973034225375 0.0043825639378003434 0.0047070132938331569 0.0057035654944092972 0.0053852593331396 0.0093067517160243876 0.0076006233924357574 0.0078889051980477066 0.006198850263672534 0.0016898210940029228 0.0080127471535060002 0.0079915755593651452 0.0057451661640394759 0.0065045731950759767 0.0075029571309593009 0.0060625821208450288 0.0069143953319703274 0.0071143840760548548
leaf_weight=94 56 96 65 58 91 80 68 74 52 63 65 62 52 52 66 185 70 55 79 72 847 53 86 231 80 75 53
leaf_count=94 56 96 65 58 91 80 68 74 52 63 65 62 52 52 66 185 70 55 79 72 847 53 86 231 80 75 53
internal_value=0 0.00373918 0.00740772 0.00592737 0.00757664 0.00282768 0.00334165 0.00507045 0.00440514 0.00779613 0.00570349 0.00692692 0.00667955 0.00412727 0.00792742 0.00698678 0.006922 0.00786007 0.00238654 0.00719422 0.00796231 0.00649101 0.00717957 0.00788689 0.00644854 0.00740276 0.00763201
internal_weight=0 549 2431 249 2182 375 279 184 132 1631 174 551 460 110 1418 398 213 1352 147 180 1172 109 346 1078 143 260 125
internal_count=2980 549 2431 249 2182 375 279 184 132 1631 174 551 460 110 1418 398 213 1352 147 180 1172 109 346 1078 143 260 125
is_linear=0
shrinkage=0.00201133


Tree=621
num_leaves=27
num_cat=0
split_feature=4 12 13 12 51 12 4 13 13 157 16 15 39 4 11 52 51 11 13 16 13 12 12 15 1446 15
split_gain=1947.14 643.49 274.67 259.609 130.681 91.8625 73.8172 60.8601 58.5671 69.7184 57.5542 49.5524 61.7149 43.0522 35.1719 29.3395 23.9774 22.0193 25.7489 18.6673 17.8219 13.6772 8.23096 12.6004 6.34596 3.32147
threshold=0.31392000000000003 0.056995000000000011 -0.0015099999999999998 0.13642500000000005 0.089215000000000017 0.091290000000000024 -0.0029949999999999998 -0.011809999999999999 0.0044550000000000006 -0.0042999999999999991 -0.53870999999999991 -0.40992999999999996 0.088025000000000006 -0.0072149999999999992 0.080705000000000013 -0.069059999999999996 -0.042309999999999993 1.0000000180025095e-35 -0.097709999999999977 0.16094000000000003 -0.0062949999999999994 0.08598500000000002 0.096475000000000019 -0.070009999999999975 0.037915000000000011 -0.023589999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 17 7 -1 9 -4 -2 12 20 14 16 -11 -7 18 -3 -18 -12 25 -15 -24 -23 -20
right_child=10 3 8 -5 -6 13 -8 -9 -10 15 11 -13 -14 22 -16 -17 19 -19 21 -21 -22 24 23 -25 -26 -27
leaf_value=0.020110041886154346 0.01842014575058127 0.022239795148318253 0.024283100182934236 0.018808941755146042 0.01619765443410805 0.021637684182246868 0.021365020624998701 0.016835414675819334 0.020204462238421969 0.02289874416757029 0.016946144370087346 0.014471229791222718 0.015176718425707293 0.022613914382778124 0.024586695479840475 0.020855361662597331 0.023233924491113354 0.024890513979351818 0.024407402154884149 0.021816871173565532 0.018776367724408542 0.023447693828160789 0.022361374520210205 0.021182790404565666 0.024198779075508405 0.023930436940403504
leaf_weight=61 78 61 75 65 68 65 83 52 70 57 52 60 69 83 70 90 430 76 104 52 54 562 89 93 64 297
leaf_count=61 78 61 75 65 68 65 83 52 70 57 52 60 69 83 70 90 430 76 104 52 54 562 89 93 64 297
internal_value=0 0.0226201 0.0204943 0.02318 0.0188521 0.0233188 0.019773 0.0186033 0.0219789 0.0225382 0.016765 0.0162156 0.0168135 0.0227776 0.0230999 0.0216479 0.0229096 0.0237289 0.0236478 0.0230811 0.0178787 0.0237314 0.022027 0.0217593 0.0235245 0.0240542
internal_weight=0 2667 556 2111 264 2046 196 113 292 222 313 235 175 882 617 147 547 1164 1088 482 106 1027 265 182 626 401
internal_count=2980 2667 556 2111 264 2046 196 113 292 222 313 235 175 882 617 147 547 1164 1088 482 106 1027 265 182 626 401
is_linear=0
shrinkage=0.00222067


Tree=622
num_leaves=18
num_cat=0
split_feature=4 40 13 51 12 12 4 14 43 43 4 475 51 43 13 4 4
split_gain=921.274 241.219 173.074 59.8019 51.9606 54.1023 47.7753 26.7042 25.0043 24.1085 23.0635 19.1074 18.739 15.1571 11.4385 6.40611 2.94037
threshold=0.31392000000000003 -0.034699999999999988 -0.27740999999999993 0.046060000000000011 -1.0000000180025095e-35 0.11878500000000002 -0.081204999999999986 0.073890000000000011 -0.084059999999999982 -0.07409499999999998 0.046185000000000004 -0.084144999999999984 -0.031369999999999995 -0.081404999999999991 -0.076179999999999984 0.5124550000000001 0.41823000000000005
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 -4 6 7 8 -6 14 11 -8 -12 -1 -2 16 -11
right_child=9 2 4 -5 5 -7 10 -9 -10 15 12 -13 -14 -15 -16 -17 -18
leaf_value=0.0047492333229145851 0.0028854432185940371 0.0039364067452535706 0.0054377489268420537 0.0029214354079328767 0.0067535592376928091 0.0054231441007951912 0.0077502085739086296 0.0089689979733793401 0.0076914865442900861 0.0033825035953947646 0.0056337272214676739 0.0069620875343611305 0.0067647505429691383 0.0060689134345583628 0.0015420060073067521 0.002916989142396052 0.0039853937160136653
leaf_weight=83 55 79 84 61 158 80 148 54 499 68 90 1067 198 66 52 68 70
leaf_count=83 55 79 84 61 158 80 148 54 499 68 90 1067 198 66 52 68 70
internal_value=0 0.00674401 0.00692441 0.00463327 0.00702366 0.00708173 0.00714165 0.00758015 0.00746596 0.00302337 0.0069342 0.00705811 0.00641138 0.00533394 0.00223276 0.00343392 0.00368848
internal_weight=0 2667 2457 210 2378 2294 2214 711 657 313 1503 1215 288 149 107 206 138
internal_count=2980 2667 2457 210 2378 2294 2214 711 657 313 1503 1215 288 149 107 206 138
is_linear=0
shrinkage=0.00205156


Tree=623
num_leaves=21
num_cat=0
split_feature=1 0 1 0 156 43 0 4 147 48 123 43 0 14 51 4 51 42 4 4
split_gain=24.8064 15.3326 12.8027 9.46906 15.6713 13.4331 19.5312 15.9885 8.95838 7.55077 7.0522 9.22522 6.39605 8.17764 8.95395 6.89977 5.68018 5.42931 10.4024 4.26933
threshold=0.11374000000000002 0.024295000000000001 0.15028500000000003 -0.069414999999999991 -0.00054499999999999991 -0.081864999999999979 0.035525000000000008 -0.012384999999999998 0.089955000000000021 -0.0020199999999999997 0.08901000000000002 -0.078469999999999984 -0.23043999999999995 0.078785000000000008 0.116525 0.046185000000000004 0.090735000000000024 0.079890000000000017 -0.42305999999999994 0.31392000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 8 -5 6 -6 17 9 -1 11 -2 -11 14 15 -14 19 18 -7 -13
right_child=1 -3 -4 4 5 7 -8 -9 -10 12 -12 16 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0055180642620699773 -8.4556652490816526e-05 -0.0017557926957614126 0.0048183882249240575 0.0054195940649084682 0.0023547385854535553 0.0039109799422198501 -0.0026394982032691746 -0.00034789844357167551 0.00078159488182866243 0.0053729671050870087 -0.00016797201497271749 0.0030717597003897378 0.0035851702884939257 0.00080649481601933809 0.0011323624428051392 0.0024668158540827861 0.0045044877690688413 0.0046570849077762471 0.0004449391177080879 0.00081759388402788576
leaf_weight=66 66 53 54 59 74 98 57 59 56 60 83 74 1463 55 74 269 52 87 56 65
leaf_count=66 66 53 54 59 74 98 57 59 56 60 83 74 1463 55 74 269 52 87 56 65
internal_value=0 0.00148166 0.00191733 0.00312048 0.00231944 0.0018949 0.000181151 0.002643 0.00331257 0.00338387 0.00145637 0.00198123 0.00331051 0.00324397 0.00331817 0.00341152 0.00269541 0.0033755 0.00265105 0.00201815
internal_weight=0 447 394 2533 490 431 131 300 2043 1987 340 257 1921 1861 1806 1732 191 241 154 139
internal_count=2980 447 394 2533 490 431 131 300 2043 1987 340 257 1921 1861 1806 1732 191 241 154 139
is_linear=0
shrinkage=0.00641253


Tree=624
num_leaves=21
num_cat=0
split_feature=10 10 1 160 16 3 16 13 1 15 12 47 41 3 156 15 133 52 3 52
split_gain=18.6237 11.7962 9.8238 10.9741 10.7169 14.6466 14.7338 18.715 11.1958 7.74892 16.3157 9.93458 12.4786 13.9187 7.5941 4.2662 3.91193 3.73527 1.88908 1.21572
threshold=0.057650000000000007 -0.089679999999999982 0.098395000000000024 -0.23899999999999996 0.51041000000000014 0.085880000000000012 -0.42170999999999997 -0.0079349999999999993 0.12895500000000001 -0.078064999999999982 0.11819000000000002 0.077735000000000012 0.075585000000000013 -0.12077499999999998 0.07881500000000001 -0.19153499999999998 -0.084544999999999981 -0.070529999999999995 0.12478500000000002 -0.43479999999999991
decision_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 6 -5 -8 18 14 11 12 13 -11 15 -3 -17 -18 -7 -6
right_child=-2 2 3 4 19 8 7 -9 -10 10 -12 -13 -14 -15 -16 16 17 -19 -20 -21
leaf_value=0.00017444470953845981 -0.00076079559823612794 0.0045269495195936049 0.0043117375745080162 0.0031576454548493901 0.0037573288255247222 0.0021458607729845005 0.00091738427217133152 -0.002524176419181806 0.0045208700995700412 -0.00015993907957918523 -0.00094166772654533202 -7.2821278563607646e-05 0.0050989914637810281 0.0026011512542672109 0.0048967454425684039 0.0013421797455855607 0.0038402224561418243 0.0024918203515875751 0.00061476052255741943 0.0024986926659099863
leaf_weight=90 73 53 56 55 62 59 164 89 64 70 52 53 69 1381 84 65 116 214 59 52
leaf_count=90 73 53 56 55 62 59 164 89 64 70 52 53 69 1381 84 65 116 214 59 52
internal_value=0 0.00232874 0.00239754 0.00175214 0.00151472 0.00112628 0.000322954 -0.000293028 0.00248539 0.00259499 0.00238761 0.00249771 0.00258738 0.0024679 0.00322833 0.00291535 0.00269895 0.002966 0.00138086 0.00318378
internal_weight=0 2907 2817 660 604 490 308 253 182 2157 1625 1573 1520 1451 532 448 395 330 118 114
internal_count=2980 2907 2817 660 604 490 308 253 182 2157 1625 1573 1520 1451 532 448 395 330 118 114
is_linear=0
shrinkage=0.00604267


Tree=625
num_leaves=17
num_cat=0
split_feature=14 10 0 15 49 15 15 14 15 48 0 48 49 15 52 48
split_gain=22.8831 16.2007 11.0773 17.4097 12.5017 11.1918 9.66372 24.8675 14.5431 7.16069 13.0922 9.15152 6.8314 5.34803 4.30454 2.79731
threshold=0.073890000000000011 0.057650000000000007 -0.13843999999999998 -0.035654999999999992 1.0000000180025095e-35 -0.091554999999999984 -0.2987999999999999 -0.41128499999999996 -0.19153499999999998 0.092825000000000005 -0.062109999999999992 0.083540000000000017 -0.046739999999999997 -0.089604999999999976 -0.034409999999999989 0.09117500000000002
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 -4 -8 11 14 12 -10 -13 -11 -6
right_child=-2 -3 6 -5 15 -7 8 -9 9 10 -12 13 -14 -15 -16 -17
leaf_value=-0.0008401294998831028 0.0047087602961921595 -0.0010672423884522623 0.0028653166003900382 -0.0021949816745370078 0.002070822778956817 0.0022949431075561738 0.0050142333237119929 -0.0024275408872018881 0.00071966509110642891 0.00077392023066458107 -0.0011273682294286112 0.002486805247203567 0.0020916143518817367 0.0050808057203968323 0.0028584405445907088 0.0040178090861066069
leaf_weight=99 96 69 66 56 52 67 57 59 137 60 71 58 1841 54 83 52
leaf_count=99 96 69 66 56 52 67 57 59 137 60 71 58 1841 54 83 52
internal_value=0 0.00176819 0.00183779 0.00081067 0.0014343 0.00042485 0.00197245 0.000366582 0.00205744 0.00198427 0.000951601 0.00208997 0.00199662 0.00373805 0.00198426 0.00304492
internal_weight=0 2881 2812 326 270 166 2486 125 2361 2304 214 2090 1978 112 143 104
internal_count=2977 2881 2812 326 270 166 2486 125 2361 2304 214 2090 1978 112 143 104
is_linear=0
shrinkage=0.00592419


Tree=626
num_leaves=28
num_cat=0
split_feature=2 2 2 2 0 12 0 16 2 3 0 16 0 31 12 475 3 156 16 0 12 1456 0 12 0 3 3
split_gain=1191.42 487.895 202.995 155.413 184.099 128.127 105.896 59.5716 52.5743 52.3701 41.4925 40.5205 36.2109 30.4146 24.6321 24.2085 23.2821 14.0318 13.5978 12.3256 11.857 9.39314 8.43789 8.3993 5.76783 5.28597 3.00627
threshold=0.11366500000000002 -1.0000000180025095e-35 0.14073000000000005 0.099845000000000003 -0.13165999999999997 -0.012249999999999999 -0.084114999999999981 -0.23389999999999997 0.17990500000000001 -0.079724999999999976 -0.14259999999999998 0.058875000000000004 -0.058589999999999996 -0.080884999999999985 0.091345000000000023 -0.076114999999999988 0.093925000000000022 0.083125000000000018 0.070590000000000014 -0.069074999999999984 0.085465000000000013 0.056325000000000007 -0.085754999999999984 0.083885000000000015 -0.086554999999999979 -0.078254999999999977 -0.10859999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 9 -5 13 7 -2 12 10 -3 -8 -4 -1 21 -6 17 18 22 26 -17 23 -11 -12 -23 -22 -16
right_child=2 3 8 4 15 -7 11 -9 -10 16 14 -13 -14 -15 19 20 -18 -19 -20 -21 25 24 -24 -25 -26 -27 -28
leaf_value=0.0027779534404794889 0.0034245430496200133 0.0094082914887043002 3.2900022805413272e-05 0.0027273806550012426 0.0078814002995700912 0.0052434987735696364 0.0036366841324001024 0.00020248511551919994 -0.0012641006857176018 0.0064409959687968575 0.0067649741232191024 0.0059103577398916703 0.00273936921695267 0.00038780826715878941 0.0074798998334916602 0.0051457249126309048 0.0054580138861906168 0.0077734454465327998 0.0056384036898981015 0.0057724202932219349 0.0068263389584046156 0.0076296150959824626 0.0070978715198596973 0.0075153008204485571 0.0086531266216190554 0.0060073554040257519 0.0068260554557252519
leaf_weight=55 74 56 53 99 54 88 82 56 63 207 95 93 57 64 52 53 86 69 66 60 89 64 232 691 60 88 171
leaf_count=55 74 56 53 99 54 88 82 56 63 207 95 93 57 64 52 53 86 69 66 60 89 64 232 691 60 88 171
internal_value=0 0.00655246 0.00249158 0.00686539 0.0054951 0.00308737 0.0036482 0.00203677 0.000452309 0.0071403 0.0074242 0.00484512 0.00143557 0.00149271 0.00733104 0.00645981 0.00660301 0.00677451 0.00663798 0.00672299 0.00612594 0.00752011 0.00678819 0.00742464 0.00812507 0.0064193 0.00697863
internal_weight=0 2499 478 2292 383 207 305 130 173 1909 1249 175 110 119 1193 284 660 574 505 283 230 910 439 786 124 177 223
internal_count=2977 2499 478 2292 383 207 305 130 173 1909 1249 175 110 119 1193 284 660 574 505 283 230 910 439 786 124 177 223
is_linear=0
shrinkage=0.00235659


Tree=627
num_leaves=32
num_cat=0
split_feature=1 3 1 12 2 1 13 2 0 13 13 49 2 15 3 3 2 51 0 15 49 0 3 12 12 1 0 15 15 3 50
split_gain=1243.76 186.602 138.794 128.376 80.9941 77.9513 71.5871 71.2614 64.0832 44.9917 35.7614 34.693 31.4649 22.3411 39.1672 31.1345 18.8916 17.5169 14.1515 13.9701 13.8367 11.0658 9.06363 8.72362 7.71297 5.19535 4.75642 3.82233 3.62671 2.84332 2.7475
threshold=0.10921500000000002 -0.063264999999999988 0.090650000000000022 0.086085000000000009 0.11426500000000002 0.15099500000000002 -1.0000000180025095e-35 0.098655000000000007 -0.032274999999999991 -0.00080499999999999983 -0.14258499999999999 -0.034759999999999992 0.14019000000000004 1.0000000180025095e-35 -0.09738999999999999 -0.11211999999999998 -1.0000000180025095e-35 -0.030299999999999997 -0.086134999999999975 0.087670000000000012 -0.015624999999999998 -0.14076499999999997 0.084670000000000009 0.11431500000000001 0.087065000000000017 1.0000000180025095e-35 -0.085424999999999987 -0.040119999999999996 -0.078064999999999982 -0.081864999999999979 0.08956500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 6 -2 9 20 10 23 12 -1 -8 16 14 -12 -15 -3 -5 -19 26 -4 -11 24 27 -16 -21 -17 28 -9 -20 -31
right_child=1 5 3 17 -6 -7 11 8 -10 21 13 -13 -14 15 22 19 -18 18 29 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 30 -32
leaf_value=0.0082589596879788091 0.0057401955672303946 0.0015834920248639116 0.0036797356918142213 0.0072332921604119377 0.0028188761439640682 -0.00020755971499734254 0.0039232843248957873 0.0063033623953209807 0.0037424895291031015 0.002856245319280777 0.0050427964990799401 0.0060114172663377928 0.00069297633418552505 0.0082747452981359187 0.0067937131217946376 0.0072831129333727424 0.0029890896567002527 0.0050336153740641668 0.006526738690653856 0.0063264821136481287 0.002210798915355452 0.0041706194367563043 0.0058160376223056337 0.0053599402287798931 0.0063129220426780966 0.0068645204592955892 0.0067886044565257332 0.0066026888712919455 0.0057190967987851395 0.0056842618778582994 0.0063113474468406948
leaf_weight=54 101 68 52 53 62 53 54 98 59 52 84 80 62 56 324 155 90 53 73 295 52 52 69 63 235 98 165 70 79 55 61
leaf_count=54 101 68 52 53 62 53 54 98 59 52 84 80 62 56 324 155 90 53 73 295 52 52 69 63 235 98 165 70 79 55 61
internal_value=0 0.00283091 0.00620477 0.00529733 0.00462915 0.00205337 0.00419808 0.00645878 0.00566476 0.00242328 0.00664964 0.00517009 0.00190774 0.00659095 0.0063338 0.00682901 0.00238428 0.0061841 0.00595423 0.00671543 0.00294547 0.00351364 0.00650645 0.00603054 0.00659163 0.0064607 0.0070282 0.0062015 0.00604271 0.00621228 0.00601421
internal_weight=0 540 2437 533 163 377 238 1904 369 324 1535 134 220 1481 712 769 158 295 242 713 104 104 628 310 559 393 320 247 177 189 116
internal_count=2977 540 2437 533 163 377 238 1904 369 324 1535 134 220 1481 712 769 158 295 242 713 104 104 628 310 559 393 320 247 177 189 116
is_linear=0
shrinkage=0.00201133


Tree=628
num_leaves=34
num_cat=0
split_feature=1 52 1 2 2 2 1 14 49 2 1 2 2 133 51 13 40 13 1 52 133 51 0 13 0 49 480 2 0 52 42 0 42
split_gain=2509.05 398.956 247.035 162.816 124.372 171.927 118.059 101.532 70.3469 67.0564 41.796 35.3704 23.1475 26.2352 23.3864 23.1185 26.0033 22.7605 26.0285 23.4815 20.2918 18.5024 17.8877 17.2478 15.5372 10.2985 9.69717 6.12678 5.58372 4.9469 4.70863 3.23559 2.28397
threshold=0.10509 -0.40891499999999997 0.13612500000000002 0.099845000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.090650000000000022 0.064610000000000015 -0.013329999999999998 -1.0000000180025095e-35 0.15390500000000004 0.12469000000000001 0.090020000000000017 0.031880000000000012 -0.094084999999999988 -0.0015099999999999998 -0.051069999999999997 -0.004409999999999999 0.08346000000000002 0.042815000000000006 0.088065000000000018 0.0064150000000000014 -0.072849999999999984 -0.085684999999999997 -0.088494999999999976 -1.0000000180025095e-35 0.085465000000000013 0.086935000000000012 -0.096849999999999978 0.28122000000000008 0.091485000000000025 -0.081224999999999978 0.091555000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 -3 7 12 -5 -8 23 17 14 28 -1 16 -6 19 -19 22 -15 26 -10 -4 -11 -17 -16 -23 -14 32 -22 -30 -26
right_child=1 2 10 8 15 -7 9 -9 11 24 -12 -13 13 20 21 25 -18 18 -20 -21 30 27 -24 -25 29 -27 -28 -29 31 -31 -32 -33 -34
leaf_value=0.020096035121924791 0.021066058206682441 0.015621171905784105 0.013026434589060037 0.017600579391899154 0.015967374830146902 0.020082237958715336 0.017605187875455106 0.023585554762011948 0.018118276043870462 0.019203891079877935 0.011577203675907401 0.018343651515187569 0.019543375561199061 0.022319522613576982 0.021359534092960177 0.016754617503367451 0.014069903239081308 0.020000855162744274 0.021845749825729413 0.020571369313346275 0.021146606106798759 0.019951722185690156 0.019837761834145665 0.014694608523079295 0.020996062336097542 0.015486964087604114 0.022273064492211347 0.020985561944202345 0.020749113366033071 0.019942055949351483 0.020428933233167842 0.020071868103929403 0.020413352028655771
leaf_weight=78 62 83 55 73 52 75 56 76 52 56 52 58 62 52 807 52 91 81 62 78 88 53 60 59 70 69 58 55 54 55 86 93 64
leaf_count=78 62 83 55 73 52 75 56 76 52 56 52 58 62 52 807 52 91 81 62 78 88 53 60 59 70 69 58 55 54 55 86 93 64
internal_value=0 0.0159154 0.0153722 0.0206588 0.0162402 0.0177389 0.0209407 0.0211768 0.0195267 0.0197156 0.0131656 0.0198863 0.0210536 0.0206376 0.0212257 0.0153431 0.0147601 0.0201549 0.0208009 0.0196686 0.0211436 0.0213162 0.0190396 0.01389 0.0201979 0.0160319 0.0214208 0.0204784 0.0200903 0.0204923 0.020792 0.0203208 0.0207179
internal_weight=0 650 588 2327 422 158 1863 1562 464 301 166 391 1486 435 1051 264 143 333 143 190 226 973 112 114 245 121 865 108 209 189 174 147 134
internal_count=2977 650 588 2327 422 158 1863 1562 464 301 166 391 1486 435 1051 264 143 333 143 190 226 973 112 114 245 121 865 108 209 189 174 147 134
is_linear=0
shrinkage=0.00213444


Tree=629
num_leaves=19
num_cat=0
split_feature=14 2 2 15 15 15 12 159 133 15 155 15 2 15 132 15 2 15
split_gain=19.6455 16.2184 14.1521 17.0796 12.3965 9.15881 13.1276 12.2697 15.4409 16.377 23.1235 12.56 9.7705 8.12358 5.34884 4.86224 4.15197 2.2027
threshold=0.073890000000000011 -0.10238999999999998 0.14073000000000005 -0.037394999999999991 -0.2987999999999999 0.021950000000000001 0.083785000000000012 0.12310000000000001 0.083000000000000018 -0.041569999999999989 0.11198500000000002 -0.0088349999999999974 0.090990000000000015 -0.15300999999999995 0.0038750000000000004 0.08759500000000002 0.084855000000000014 0.11308000000000001
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 -4 7 -7 8 9 12 -11 13 -3 -10 15 16 -8 -17
right_child=-2 2 3 -5 -6 6 14 -9 11 10 -12 -13 -14 -15 -16 17 -18 -19
leaf_value=0.00017864967970697984 0.0061728183363871994 0.0038657172120664441 0.00057521780121983911 -0.00173349929806768 0.0049578235445571278 0.006064853318801626 0.0048533429392726658 0.0061548886535349361 0.0010242533618671033 0.00030411815484691863 0.0047466571014709684 0.0068591342131293356 0.0022717305264771817 0.0037721758653701393 0.0052012688936191702 0.0032600716832869104 0.0032081063729635108 0.0022527492959644006
leaf_weight=82 96 312 57 55 58 103 153 53 54 264 65 54 380 428 80 434 124 125
leaf_count=82 96 312 57 55 58 103 153 53 54 264 65 54 380 428 80 434 124 125
internal_value=0 0.0031041 0.00318978 0.00132352 0.00278619 0.00331043 0.00380566 0.00299695 0.0028894 0.00240783 0.00118204 0.0038066 0.00299051 0.00346447 0.00355155 0.00339359 0.0041171 0.00303495
internal_weight=0 2881 2799 170 115 2629 1019 1610 1557 1021 329 536 692 482 916 836 277 559
internal_count=2977 2881 2799 170 115 2629 1019 1610 1557 1021 329 536 692 482 916 836 277 559
is_linear=0
shrinkage=0.0066716


Tree=630
num_leaves=24
num_cat=0
split_feature=1 3 123 3 3 4 4 1 11 3 52 1 3 3 1 51 11 4 4 4 133 49 13
split_gain=1516.32 355.124 109.542 106.915 107.841 81.4982 77.8223 43.5237 42.9624 68.9254 36.3598 34.7819 32.3942 26.7515 23.2746 20.9273 17.4987 15.0972 14.1647 14.0088 13.5886 11.0771 10.6298
threshold=0.10404000000000001 -0.055389999999999988 1.0000000180025095e-35 0.3148450000000001 0.076825000000000018 0.043640000000000005 0.41939500000000002 0.083670000000000008 1.0000000180025095e-35 -0.12711499999999995 -0.091869999999999993 0.11644500000000001 -0.083414999999999975 0.143375 0.093435000000000004 0.12162000000000002 0.084110000000000004 0.18095500000000003 -0.084384999999999988 -0.054114999999999989 0.096205000000000013 0.091860000000000011 -0.037164999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 4 11 8 10 17 9 -1 -2 -3 -12 -6 15 18 -10 20 -11 -16 21 -7 -13
right_child=1 3 -4 -5 13 7 -8 -9 16 14 12 22 -14 -15 19 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0060261896503135794 0.0084424066291872643 0.0041541354985821207 0.0058904018846343033 0.0013680885885574625 0.0060544866753569375 0.0084207386367800459 0.0042992028296472548 0.0057039194493347387 0.010426881902634935 0.0089349623750495551 0.0052604764102144501 0.0027839240622090857 0.0075557043525758876 0.0041907727425658653 0.0081246116781685269 0.0071798371790996489 0.0088252244958500203 0.008442821784211324 0.0084281191049301457 0.0067522354524205139 0.0064599791358496764 0.0070674323378341897 0.0015387944038851523
leaf_weight=57 72 63 93 96 87 55 52 66 63 320 52 68 61 59 87 54 62 77 1202 56 58 56 58
leaf_count=57 72 63 93 96 87 55 52 66 63 320 52 68 61 59 87 54 62 77 1202 56 58 56 58
internal_value=0 0.00450847 0.00816057 0.00335432 0.00392345 0.00825596 0.00660727 0.00724437 0.00842198 0.00833675 0.0072559 0.0028588 0.0064997 0.0053015 0.00841335 0.00848829 0.00963264 0.00765757 0.0085347 0.00758734 0.00729965 0.0077382 0.00221095
internal_weight=0 668 2306 431 335 2213 237 312 1901 1776 185 189 113 146 1719 1576 125 246 1522 143 169 111 126
internal_count=2974 668 2306 431 335 2213 237 312 1901 1776 185 189 113 146 1719 1576 125 246 1522 143 169 111 126
is_linear=0
shrinkage=0.00213444


Tree=631
num_leaves=17
num_cat=0
split_feature=39 10 0 0 40 15 13 0 16 16 12 15 12 11 15 13
split_gain=12.0179 11.3544 50.1963 16.4991 14.6725 10.6313 10.7904 13.1866 11.8632 18.1428 16.2205 10.5012 8.92797 11.2769 5.91786 4.95661
threshold=0.10096000000000001 -0.00189 -0.079794999999999991 0.14054500000000003 -0.082294999999999993 0.021950000000000001 -0.088554999999999981 -0.12368999999999998 -0.07027499999999999 -0.085264999999999994 -1.0000000180025095e-35 -0.074124999999999983 0.080020000000000022 1.0000000180025095e-35 -0.09053499999999999 -0.094359999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 -6 9 -8 -10 -9 -7 15 -2 -14
right_child=14 3 -4 -5 5 12 8 11 10 -11 -12 -13 13 -15 -16 -17
leaf_value=0.0044084255343812828 0.0018944955660347258 0.005013261302798922 -0.0021116461922418045 0.0053403203122414176 -0.00028114388262642011 0.0048767820056557854 0.0027945723973457101 0.0032027432346128722 -0.00062113008261215487 0.0061996095517013045 0.0023186276225634012 0.00038198967649486734 0.0011033058373575489 0.0051579111448796363 -0.00046676416831267114 0.0027936599317899655
leaf_weight=67 74 72 69 66 98 66 339 107 58 52 785 59 53 57 52 900
leaf_count=67 74 72 69 66 98 66 339 107 58 52 785 59 53 57 52 900
internal_value=0 0.00261365 0.00110003 0.00268954 0.0026234 0.00255653 0.00226411 0.00127909 0.00247479 0.00324756 0.0021163 0.00220053 0.00296358 0.0028385 0.000919553 0.00269971
internal_weight=0 2848 136 2712 2646 2574 1498 264 1234 391 843 166 1076 1010 126 953
internal_count=2974 2848 136 2712 2646 2574 1498 264 1234 391 843 166 1076 1010 126 953
is_linear=0
shrinkage=0.00536572


Tree=632
num_leaves=20
num_cat=0
split_feature=39 14 16 48 150 160 42 39 160 147 14 0 0 0 0 16 0 0 42
split_gain=676.099 249.213 250.473 123.907 120.108 96.7227 94.6309 87.0356 69.0248 51.6271 47.1771 74.3506 43.4738 35.9727 35.1508 33.288 25.8946 14.0335 4.16136
threshold=0.082115000000000007 -0.31893999999999995 -0.26194999999999996 0.088965000000000002 0.089810000000000015 0.08234000000000001 -1.0000000180025095e-35 0.11419500000000002 -1.0000000180025095e-35 0.089430000000000023 0.073890000000000011 -0.10726999999999999 -0.079249999999999987 -0.098749999999999991 -0.13955999999999996 -0.034884999999999992 -0.065229999999999996 -0.096849999999999978 0.086310000000000012
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 9 16 8 -2 13 -3 10 11 -4 -13 -8 -10 -15 17 -5 -19
right_child=6 2 3 4 -6 -7 7 -9 14 -11 -12 12 -14 15 -16 -17 -18 18 -20
leaf_value=0.0028392562625722904 0.0072060746187022065 0.0073732840877177002 0.0065902224242136032 0.0070772860727219894 0.0037360490239290644 0.00876516703799066 0.0059154091110058902 0.0012104524126239609 0.0034428052077848125 0.0062821184076345734 0.010709900042790918 0.0090567322177296412 0.0082845387316092707 0.0027526959806658952 0.0056226751481171563 0.0050617545421899326 0.0062350078554325302 0.0089386617114787081 0.0080813866306529234
leaf_weight=52 58 75 97 53 54 64 72 58 80 52 66 1072 696 77 92 68 54 72 62
leaf_count=52 58 75 97 53 54 64 72 58 80 52 66 1072 696 77 92 68 54 72 62
internal_value=0 0.00805016 0.00815481 0.00843109 0.00697717 0.00613104 0.0044154 0.00382673 0.00544841 0.00864737 0.00871105 0.0086403 0.00875276 0.00452589 0.00460893 0.00383574 0.00770329 0.00812715 0.0085422
internal_weight=0 2641 2589 2278 295 311 333 275 247 1983 1931 1865 1768 217 172 145 241 187 134
internal_count=2974 2641 2589 2278 295 311 333 275 247 1983 1931 1865 1768 217 172 145 241 187 134
is_linear=0
shrinkage=0.00240373


Tree=633
num_leaves=20
num_cat=0
split_feature=3 1 1 43 3 49 1 1 3 16 16 43 12 12 49 39 40 16 156
split_gain=25.9998 12.0607 14.9773 10.4758 11.8681 8.99308 18.1674 14.8682 15.14 21.9249 13.6259 24.1684 17.2913 9.78776 7.07143 6.24388 5.25977 4.21376 0.742211
threshold=0.3148450000000001 0.11378500000000001 0.10985500000000002 -0.007069999999999999 -0.0091399999999999988 -0.088164999999999979 0.077690000000000023 0.095920000000000019 -0.12077499999999998 -0.0081349999999999981 0.0063750000000000013 -0.080454999999999985 0.089855000000000004 -0.0066799999999999993 0.099620000000000014 0.088655000000000012 -0.066629999999999981 -0.067169999999999994 0.087795000000000012
decision_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 15 6 -1 8 9 -7 11 -9 -13 16 -15 -3 -10 -5 -12
right_child=-2 3 -4 17 -6 7 -8 10 13 -11 18 12 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0022315449127973592 -0.00033634342920404466 0.00060181275457949987 0.0053622867240482146 0.0018333724902822586 -0.0015996111189940955 0.0030485350674254144 0.0066860235166634665 0.0033380266120058033 0.00344622477410638 -0.0013119022804657958 0.002550970756492541 -0.002908349639803123 0.0014753309911140942 0.0029830182010710678 0.0018340332711662584 0.0029604437021900705 0.0059740303733962505 0.0038370671358419414 0.0034811543062517754
leaf_weight=69 102 89 74 70 52 86 56 65 60 71 63 71 53 1543 205 66 52 72 55
leaf_count=69 102 89 74 70 52 86 56 65 60 71 63 71 53 1543 205 66 52 72 55
internal_value=0 0.00264707 0.00278709 0.00163467 0.000800825 0.00270925 0.00422765 0.00262756 0.00280883 0.00107622 0.00143638 0.000469161 -0.00103418 0.00295504 0.0028483 0.00160653 0.0046204 0.00284977 0.00298506
internal_weight=0 2872 2523 349 207 2449 125 2324 2017 157 307 189 124 1860 1748 155 112 142 118
internal_count=2974 2872 2523 349 207 2449 125 2324 2017 157 307 189 124 1860 1748 155 112 142 118
is_linear=0
shrinkage=0.00580803


Tree=634
num_leaves=18
num_cat=0
split_feature=4 123 13 14 0 0 43 4 4 15 39 13 42 15 48 51 51
split_gain=1450.58 383.077 326.7 120.27 110.497 95.6304 72.3741 55.5958 49.5468 45.2094 33.8858 32.0997 28.3085 25.189 24.915 21.6291 15.6573
threshold=0.31392000000000003 1.0000000180025095e-35 -0.16392499999999996 0.073890000000000011 -0.13843999999999998 -0.06884499999999999 -0.083479999999999985 -0.42305999999999994 0.046185000000000004 -0.10566999999999999 0.10096000000000001 -0.085349999999999995 0.081605000000000025 -0.42443999999999993 0.087215000000000015 0.12162000000000002 -0.020509999999999997
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 8 -7 -8 15 -4 11 12 -2 -13 -3 -6 -10
right_child=10 14 3 -5 5 6 7 -9 16 -11 -12 13 -14 -15 -16 -17 -18
leaf_value=0.017341939501253074 0.014132696871184802 0.01852754808533108 0.021238973771670534 0.024238291917410917 0.022090782634974455 0.018964077694998974 0.022318783412923534 0.020452231886598463 0.019761891750183121 0.018581082309862513 0.014359291932230091 0.018078524566381288 0.016495925239644042 0.016183113311272222 0.016679153664470172 0.020710734007382884 0.021205660994741322
leaf_weight=101 52 89 54 88 1395 102 139 222 52 94 57 67 57 86 70 64 185
leaf_count=101 52 89 54 88 1395 102 139 222 52 94 57 67 57 86 70 64 185
internal_value=0 0.021192 0.0214135 0.0215852 0.021484 0.0216165 0.0206849 0.021171 0.0218708 0.019551 0.0159773 0.0163292 0.0153687 0.0170133 0.0177139 0.0220303 0.020889
internal_weight=0 2655 2496 2395 2307 2159 463 361 1696 148 319 262 109 153 159 1459 237
internal_count=2974 2655 2496 2395 2307 2159 463 361 1696 148 319 262 109 153 159 1459 237
is_linear=0
shrinkage=0.00231039


Tree=635
num_leaves=13
num_cat=0
split_feature=2 39 4 150 2 2 15 4 4 52 150 15
split_gain=19.6312 17.6818 8.61686 11.5879 19.8375 16.6782 14.7051 10.2159 13.5956 8.98742 7.47056 5.37288
threshold=0.25063000000000007 0.11550500000000001 0.51292000000000015 0.083680000000000018 -0.080859999999999974 -0.007134999999999999 -0.093959999999999988 0.44128500000000004 0.27258000000000004 0.51371000000000011 0.09202500000000001 -0.013439999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7 8 9 -6 -8 -12
right_child=-2 -3 -4 5 7 6 10 -9 -10 -11 11 -13
leaf_value=0.005940063857928936 -0.00045424881179716229 -0.00039413256661169208 0.0012030301194465272 -0.00094420836988981071 0.0029557661729417914 -0.00023198123805911691 0.004815416608820379 0.0051642335504847522 0.00012790954655493279 0.0012257513892410278 0.0030669239295388626 0.00099289197033336062
leaf_weight=65 60 54 102 53 2149 52 52 57 55 94 128 53
leaf_count=65 60 54 102 53 2149 52 52 57 55 94 128 53
internal_value=0 0.00270757 0.00276616 0.00282394 0.00295657 0.00187422 0.00239855 0.0028742 0.00281737 0.00288329 0.00298587 0.00245993
internal_weight=0 2914 2860 2758 2420 338 285 2355 2298 2243 233 181
internal_count=2974 2914 2860 2758 2420 338 285 2355 2298 2243 233 181
is_linear=0
shrinkage=0.00547303


Tree=636
num_leaves=29
num_cat=0
split_feature=1 11 2 12 4 49 15 15 2 1 11 50 1454 1447 15 124 49 1 15 1429 2 133 4 1212 15 2 2 15
split_gain=16.5938 19.8139 20.2803 88.2277 24.5022 14.5072 27.0871 13.6418 13.4433 9.02449 6.53796 5.94846 7.24655 6.02278 4.24658 6.05936 5.66609 5.87656 3.50724 4.4868 3.385 13.9342 8.39782 2.3244 2.26793 2.10756 1.17648 1.1655
threshold=0.077375000000000013 0.080070000000000016 1.0000000180025095e-35 0.080635000000000012 -0.17568999999999999 -0.054684999999999991 -0.015539999999999998 -0.10020499999999997 -0.10238999999999998 0.10985500000000002 0.087505000000000013 0.12170000000000002 0.08141000000000001 -0.082844999999999988 0.11447500000000001 -0.081209999999999991 -0.0024349999999999992 0.10331000000000003 0.087750000000000009 0.085185000000000011 0.091185000000000002 0.031880000000000012 -0.089119999999999991 0.093760000000000024 0.10841500000000003 0.10523 0.090420000000000014 0.086035000000000014
decision_type=2 2 2 2 2 2 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 8 4 -4 25 9 -3 -2 -7 -9 12 13 27 15 -10 -17 -18 19 20 22 -22 -15 24 26 -6 -20 -1
right_child=1 7 3 -5 5 6 -8 10 14 -11 -12 -13 -14 18 -16 16 17 -19 23 -21 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0038854962986666643 -0.00027274321545488157 0.0065657290775170893 0.0046811744122420606 -0.0063127594318101816 0.0039603597857452372 0.00291734264794398 -0.0037335853574713257 0.0045710276093630358 0.004979997096766677 0.00043344894952540016 0.0016835465735226115 0.0010648114351743275 0.00087217359890110347 0.0060249265951411238 0.0011159836340183856 0.0044833536119121145 0.0029074659341072891 0.0012942697074830578 0.0023185512502115349 0.0015379983367896793 0.0015698391598529464 0.0041838070211020761 0.0033921941590588033 0.0036932490988938254 0.0030541038803528009 0.0022462029443012536 0.0013184590632343378 0.0051600803878091173
leaf_weight=56 63 56 92 60 52 85 52 52 52 181 77 61 57 53 56 64 342 121 101 58 167 156 504 53 94 63 87 59
leaf_count=56 63 56 92 60 52 85 52 52 52 181 77 61 57 53 56 64 342 121 101 58 167 156 504 53 94 63 87 59
internal_value=0 0.00205001 0.00177257 0.000909005 0.00173448 0.00110823 0.000415981 0.00397374 0.00249623 0.00122743 0.00284801 0.00298954 0.00307074 0.00316098 0.00277105 0.00293101 0.00272871 0.00248602 0.00303635 0.00323379 0.00334548 0.00283252 0.00364283 0.00248331 0.00225567 0.00302188 0.0018561 0.00454
internal_weight=0 1468 1283 585 525 433 318 185 698 266 129 1506 1445 1388 635 579 527 463 1273 938 880 323 557 335 282 115 188 115
internal_count=2974 1468 1283 585 525 433 318 185 698 266 129 1506 1445 1388 635 579 527 463 1273 938 880 323 557 335 282 115 188 115
is_linear=0
shrinkage=0.00628679


Tree=637
num_leaves=23
num_cat=0
split_feature=4 48 16 4 4 0 0 51 0 484 48 48 51 4 159 16 4 0 160 0 16 0
split_gain=9.78925 11.5402 13.9607 8.51819 7.46739 8.1247 26.1025 12.0087 9.02726 7.32397 8.32935 15.1629 7.98997 11.9309 7.72003 6.23029 6.2132 5.71179 4.00297 6.83548 3.97453 3.74264
threshold=0.24099500000000004 -0.073259999999999978 -0.43708999999999992 0.51292000000000015 0.074650000000000008 -0.11073999999999999 -0.14259999999999998 -0.031924999999999995 -0.097774999999999987 -0.076799999999999993 0.093225000000000016 0.10690000000000001 -0.095009999999999983 -0.16236499999999995 0.084250000000000005 -0.27157999999999993 -9.4999999999999992e-05 -0.14164999999999997 0.11215500000000002 -0.086414999999999978 -0.35377499999999995 -0.10114999999999998
decision_type=2 2 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 15 5 6 7 -1 -7 18 12 -12 14 -14 -11 -4 -9 -3 19 -10 -6 -19
right_child=1 2 3 -5 20 8 -8 16 9 10 11 -13 13 -15 -16 -17 -18 21 -20 -21 -22 -23
leaf_value=0.0048040147196135308 -0.0016236236589562507 0.0015307350285085942 -0.00040563204926195672 -0.0019314892528164854 0.0051124801726058992 0.0045117203591543099 -0.0027526094460326475 0.0022949301473275856 0.0024965882525947026 0.0018575434189588983 -0.0014668389489816344 0.0026804936620458469 0.0043406658408404594 0.0022631100881649875 -0.0010066809439799901 0.0026633536709020763 -0.00054991069263772248 0.0050698612251231972 0.0020905956519444526 0.0049719482430995582 0.0028881870177094259 0.0027117500852026112
leaf_weight=57 52 85 52 52 58 82 57 89 90 143 73 78 130 1319 56 62 52 52 83 102 85 65
leaf_count=57 52 85 52 52 58 82 57 89 90 143 73 78 130 1319 56 62 52 52 83 102 85 65
internal_value=0 0.00125995 0.0016676 0.000261795 0.0023379 0.00225169 0.00114711 0.00227011 0.0023823 0.00229808 0.002146 0.000675029 0.00228074 0.00244955 0.00105118 0.00126285 0.00124527 0.00282252 0.00329269 0.00381199 0.00379084 0.0037604
internal_weight=0 420 368 166 2554 2411 255 198 2156 2074 1799 151 1648 1449 199 114 141 202 275 192 143 117
internal_count=2974 420 368 166 2554 2411 255 198 2156 2074 1799 151 1648 1449 199 114 141 202 275 192 143 117
is_linear=0
shrinkage=0.00654078


Tree=638
num_leaves=21
num_cat=0
split_feature=45 1 400 3 0 41 0 3 3 0 3 3 42 0 50 157 0 49 15 15
split_gain=9.2276 11.6331 16.1047 17.2072 13.0033 17.2039 11.2613 10.804 6.71778 6.11238 8.84475 8.10131 3.74877 4.14529 2.88602 3.82181 2.28269 2.21326 2.15561 1.86292
threshold=0.08179500000000002 0.077375000000000013 -1.0000000180025095e-35 -0.23394499999999999 0.035525000000000008 0.082560000000000008 -0.037444999999999992 -0.088484999999999994 0.0035100000000000005 -0.083914999999999976 -0.09738999999999999 -0.115685 0.098705000000000001 -0.06537999999999998 0.10718500000000002 -0.075644999999999976 -0.011064999999999998 0.098655000000000007 0.09414500000000002 -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 8 -3 -4 5 6 7 -5 9 10 -1 -11 13 19 15 -12 -8 -17 -14 -13
right_child=-2 2 3 4 -6 -7 16 -9 -10 11 14 12 18 -15 -16 17 -18 -19 -20 -21
leaf_value=0.0046584098932119702 0.0040512917296397387 -0.0020201938228702719 0.0039037788175648094 -0.00065194146228940279 -0.00090743305235715499 0.0042538235454911396 0.0038974616312625753 0.0012025451800068991 -0.00012757380648954373 -0.00049492048788947842 0.0035740679427441742 0.0024437981502832898 0.00031195960158384518 0.0032346503761258461 0.0010683741951308257 0.0023042211108536617 0.0021379262299788333 0.0010373565628927712 0.0018212345404660228 0.0015780897562678144
leaf_weight=57 55 52 86 126 98 67 52 880 52 57 79 122 78 88 68 483 52 54 58 310
leaf_count=57 55 52 86 126 98 67 52 880 52 57 79 122 78 88 68 483 52 54 58 310
internal_value=0 0.00160119 0.00121497 0.00133862 0.00116555 0.00133821 0.00116216 0.000970211 0.00196351 0.00203834 0.0024153 0.00164649 0.00183265 0.00206178 0.00222828 0.00235622 0.0030183 0.00217694 0.000956086 0.00182272
internal_weight=0 2919 1413 1361 1275 1177 1110 1006 1506 1454 741 713 656 520 684 616 104 537 136 432
internal_count=2974 2919 1413 1361 1275 1177 1110 1006 1506 1454 741 713 656 520 684 616 104 537 136 432
is_linear=0
shrinkage=0.00592419


Tree=639
num_leaves=16
num_cat=0
split_feature=10 1374 475 13 43 13 42 128 124 41 0 1 12 0 128
split_gain=7.44333 5.87872 6.02248 5.69051 9.23082 19.4392 11.6263 8.69045 6.74438 6.97387 9.64842 8.46096 5.02979 4.45058 1.54775
threshold=-0.089679999999999982 0.086000000000000007 0.036560000000000002 0.049070000000000009 -0.23287499999999997 0.11023500000000001 -0.071309999999999985 0.088865000000000013 -0.087104999999999988 0.078150000000000011 -0.10594499999999998 0.084775000000000003 0.093985000000000013 -0.055729999999999995 0.10504500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 12 6 -6 8 -2 10 -10 -11 -5 -8 -9
right_child=1 -3 -4 4 5 -7 13 14 9 11 -12 -13 -14 -15 -16
leaf_value=-0.00027954434991547562 -0.00036540917663880468 0.0030949282199643413 0.0029333178848048123 0.0030519126951666854 -0.00098046688299476751 -0.0031897358341137277 0.00086572175273901691 0.0035705453529712122 0.00042103923953308256 0.0013219471762721073 0.0015192811832951713 0.0044886530305412054 0.00085565771380436805 0.0032733942961780736 0.0022123840456475178
leaf_weight=93 77 72 85 65 72 54 53 69 337 63 1687 56 84 55 52
leaf_count=93 77 72 85 65 72 54 53 69 337 63 1687 56 84 55 52
internal_value=0 0.00142272 0.00137983 0.00133133 0.000661602 -7.20349e-05 0.000862924 0.00144088 0.00135656 0.00141846 0.00133645 0.00281269 0.00181418 0.00209244 0.0029874
internal_weight=0 2881 2809 2724 383 234 180 2341 2220 2143 2024 119 149 108 121
internal_count=2974 2881 2809 2724 383 234 180 2341 2220 2143 2024 119 149 108 121
is_linear=0
shrinkage=0.00592419


Tree=640
num_leaves=28
num_cat=0
split_feature=4 12 1 1 12 150 47 4 11 15 133 15 15 47 1 12 0 0 4 4 51 133 133 1456 42 0 47
split_gain=1251.35 328.26 196.432 103.877 100.551 79.3704 49.8292 52.9375 49.4227 50.6951 48.3083 35.9345 33.1561 23.7717 23.5098 20.8827 29.2485 16.2058 15.8587 13.8736 14.0319 8.62627 7.53857 4.44627 3.77774 2.64832 2.46542
threshold=0.27998000000000006 0.056995000000000011 0.10107500000000001 0.13074500000000003 0.13642500000000005 0.085845000000000019 0.077735000000000012 -0.17568999999999999 1.0000000180025095e-35 0.039965000000000007 0.084675000000000014 -0.46645999999999993 -0.41725999999999991 0.085585000000000008 0.087480000000000016 0.091290000000000024 -0.10726999999999999 -0.11262999999999999 0.41464000000000006 -0.013049999999999997 -0.038974999999999996 0.097995000000000013 -1.0000000180025095e-35 0.056265000000000009 -0.081829999999999986 -0.086064999999999989 0.087945000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 11 8 10 7 -1 15 -10 13 -2 -5 -4 17 16 -3 -9 -13 20 -17 26 25 -24 -22 -18 -21
right_child=3 4 5 12 -6 -7 -8 14 9 -11 -12 18 -14 -15 -16 19 22 -19 -20 21 24 -23 23 -25 -26 -27 -28
leaf_value=0.0080616881347496273 0.0052185902594022752 0.0060936074510777299 0.0048481439218195895 0.0022243090425130632 0.0047886065026830956 0.0024257526675680137 0.0084680828452674828 0.0072437688143750026 0.0076923769325118333 0.010030752419219384 0.0033740388595237111 0.0040956479270355776 0.00017025561416204722 0.0067166287578506335 0.0050469115837779837 0.0063473031697142924 0.0080771306335059127 0.005686634314414107 0.0026237679719236517 0.0068271169625039015 0.0078480836694882102 0.0061765736342975037 0.0074383216767834881 0.0079044156953068812 0.0073785464821611536 0.0077438435361718901 0.0073017406426825688
leaf_weight=58 54 52 59 91 59 71 56 56 103 63 52 52 52 56 89 52 177 57 76 129 93 73 485 107 353 249 75
leaf_count=58 54 52 59 91 59 71 56 56 103 63 52 52 52 56 89 52 177 57 76 129 93 73 485 107 353 249 75
internal_value=0 0.00705402 0.00565123 0.00278627 0.00742944 0.00424334 0.00671153 0.00633311 0.00750691 0.00857996 0.00501596 0.00381444 0.00147753 0.00575821 0.00583667 0.00741035 0.00759643 0.00645851 0.00322189 0.0071534 0.00735864 0.00678434 0.00767318 0.0075226 0.0074765 0.00788237 0.00700172
internal_weight=0 2624 554 325 2070 238 316 260 2011 166 167 182 143 115 202 1845 1070 113 128 775 498 277 1018 592 446 426 204
internal_count=2949 2624 554 325 2070 238 316 260 2011 166 167 182 143 115 202 1845 1070 113 128 775 498 277 1018 592 446 426 204
is_linear=0
shrinkage=0.00205156


Tree=641
num_leaves=25
num_cat=0
split_feature=4 3 3 10 3 4 14 3 48 12 12 42 3 12 3 4 160 160 42 49 4 12 50 42
split_gain=1809.77 482.465 206.425 86.5583 84.8741 82.6561 79.0746 49.3443 64.6194 43.7066 38.8807 31.7339 31.0458 26.3142 25.5266 20.1331 15.5115 13.8273 13.0955 11.8289 10.4131 9.63989 4.85291 2.15251
threshold=0.31392000000000003 -0.063889999999999988 0.28833000000000003 -1.0000000180025095e-35 0.35004500000000011 -0.057674999999999997 0.073890000000000011 0.10021000000000001 0.091125000000000025 0.081320000000000017 0.099680000000000005 0.086700000000000013 -0.082634999999999986 -0.080929999999999988 0.085090000000000013 -0.081204999999999986 -0.015684999999999994 -0.019279999999999995 0.10254000000000001 -0.081629999999999994 0.0015850000000000003 0.092085000000000014 0.087830000000000019 -0.090304999999999983
decision_type=2 2 2 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 11 14 9 8 16 -1 15 12 -2 -13 -5 17 -7 -11 20 -17 23 -21 -19 -12
right_child=4 2 -4 5 -6 7 -8 -9 -10 10 18 13 -14 -15 -16 19 -18 22 -20 21 -22 -23 -24 -25
leaf_value=0.017799688881308017 0.016223513427030496 0.015692740142755939 0.014084855137794621 0.018429323933687673 0.011597765548056435 0.017772715424921655 0.021720486972570625 0.016222985609001133 0.0163986292532474 0.019163791529730311 0.019073158219807498 0.014579214265106466 0.014321605080992877 0.012548444354963377 0.020242049946730352 0.018674004950756076 0.018951877011593392 0.020110071224701806 0.01797503062977519 0.019751015927905322 0.018333616697149929 0.019328604466025981 0.020787308890868089 0.019633983350689419
leaf_weight=59 57 63 64 52 54 66 73 73 72 64 52 54 100 54 90 61 170 377 58 702 54 347 53 80
leaf_count=59 57 63 64 52 54 66 73 73 72 64 52 54 100 54 90 61 170 377 58 702 54 347 53 80
internal_value=0 0.0191188 0.0175848 0.017967 0.0139441 0.018241 0.0196223 0.0177424 0.0181025 0.019542 0.0195976 0.0144221 0.0150122 0.013564 0.0195784 0.0197139 0.0186222 0.0200602 0.0188326 0.0195598 0.0190999 0.0196113 0.0201936 0.0194132
internal_weight=0 2630 650 586 319 523 1980 381 308 1907 1848 265 157 108 142 1604 236 494 244 1110 186 1049 430 132
internal_count=2949 2630 650 586 319 523 1980 381 308 1907 1848 265 157 108 142 1604 236 494 244 1110 186 1049 430 132
is_linear=0
shrinkage=0.00205156


Tree=642
num_leaves=12
num_cat=0
split_feature=1 2 1 123 376 11 52 0 11 131 13
split_gain=18.1546 13.0443 18.0507 12.4886 8.30803 10.2444 26.8558 14.4066 7.14826 6.50041 3.51126
threshold=0.14860500000000001 -0.080859999999999974 0.10482000000000001 0.08901000000000002 0.084195000000000006 0.08235000000000002 -0.070104999999999987 0.10923000000000001 1.0000000180025095e-35 0.090920000000000015 -0.079199999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 8 9 -3 -5
right_child=-2 3 -4 10 -6 6 -8 -9 -10 -11 -12
leaf_value=0.0020910876913030887 -0.00062753644932755253 0.0023020947541127742 0.0073316942342504755 0.0015502917239824457 0.0049973691203233448 0.0032451627116598246 -0.0027191215187344631 0.0053611782546917879 0.0045446341043784335 0.0032895669032250818 -0.00062816811887310246
leaf_weight=52 74 2040 52 57 53 70 52 71 65 303 60
leaf_count=52 74 2040 52 57 53 70 52 71 65 303 60
internal_value=0 0.00252548 0.00471204 0.00244339 0.00253201 0.00248175 0.000702459 0.00256929 0.00248694 0.00242982 0.000432559
internal_weight=0 2875 104 2771 2654 2601 122 2479 2408 2343 117
internal_count=2949 2875 104 2771 2654 2601 122 2479 2408 2343 117
is_linear=0
shrinkage=0.00628679


Tree=643
num_leaves=22
num_cat=0
split_feature=45 2 374 15 4 12 15 15 483 15 12 2 403 52 2 52 15 483 483 1210 483
split_gain=14.4141 13.2762 10.5989 8.74485 9.22824 8.68185 8.33088 10.5485 8.25544 8.12392 6.05139 5.60017 9.68721 9.0156 7.11862 9.24286 8.72539 5.56584 4.80507 2.06528 1.39857
threshold=0.08179500000000002 0.13881000000000002 0.082175000000000012 0.0047550000000000005 -0.111135 0.082425000000000012 -0.035654999999999992 -0.2987999999999999 0.085850000000000024 0.089715000000000003 0.084565000000000015 0.092250000000000013 0.084925000000000014 -0.016329999999999997 0.097300000000000011 1.0000000180025095e-35 -0.079149999999999984 0.089720000000000008 0.10680500000000001 0.065245000000000011 0.095345000000000013
decision_type=2 2 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 9 -6 7 -3 11 -5 -7 12 13 -1 16 -16 -13 -10 20 -12 -19
right_child=-2 6 -4 4 5 10 -8 -9 17 -11 19 14 -14 -15 15 -17 -18 18 -20 -21 -22
leaf_value=0.0013434867705059488 0.0046003828037555986 -0.00066753401050730402 -0.00063375502786712653 0.0053163136587164898 0.0041867760768214673 0.00053652326940016224 -0.0015849285031568979 0.0025812725129835366 0.0041603351733732205 0.0022542188530931635 0.0020167320725088052 0.0012424401596554105 -0.0004641430345176635 0.0025767905137774666 0.00094304067854852111 0.0028359000242276452 -0.0018448692213983108 0.0020382588933792588 0.0034048265885081872 0.0031441385073585262 0.00076642379982399178
leaf_weight=381 53 57 52 52 55 83 52 63 52 52 810 58 55 333 381 97 52 52 55 52 52
leaf_count=381 53 57 52 52 55 83 52 63 52 52 810 58 55 333 381 97 52 52 55 52 52
internal_value=0 0.0017195 0.00181262 0.00186025 0.00223353 0.00207203 0.000244405 0.0010376 0.0015974 0.00378583 0.00194889 0.00144071 0.00174826 0.00191876 0.00103838 0.00132728 -0.000216484 0.00260484 0.00209576 0.00208481 0.0014029
internal_weight=0 2896 2724 2672 1104 1000 172 120 1568 104 945 1357 769 714 588 478 110 211 159 862 104
internal_count=2949 2896 2724 2672 1104 1000 172 120 1568 104 945 1357 769 714 588 478 110 211 159 862 104
is_linear=0
shrinkage=0.00547303


Tree=644
num_leaves=25
num_cat=0
split_feature=4 39 150 42 150 160 4 0 43 16 0 0 52 0 4 4 0 52 159 0 1447 43 130 43
split_gain=889.922 253.964 106.833 94.9299 38.7888 38.2654 37.7912 38.3395 34.3507 27.4993 22.7077 22.4419 21.0319 15.5957 120.81 19.6823 17.371 14.2809 11.3755 10.6966 10.1958 8.52766 7.79907 5.29933
threshold=0.31392000000000003 0.08252000000000001 0.08926000000000002 0.083120000000000013 0.081245000000000026 -1.0000000180025095e-35 -0.062804999999999986 -0.14164999999999997 -0.031974999999999996 -0.47730499999999992 -0.024974999999999997 -0.063509999999999983 -0.088174999999999989 -0.10934999999999999 0.0019650000000000002 0.043640000000000005 -0.14606999999999998 0.11262000000000001 -0.032069999999999994 -0.092344999999999983 -0.08483499999999998 -0.077224999999999988 -0.083579999999999988 -0.085079999999999975
decision_type=2 2 2 2 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 10 -7 23 13 -13 14 -8 19 -16 20 -19 -15 -9 -17 -22 -3
right_child=4 8 3 -5 -6 9 11 17 -10 -11 -12 12 -14 15 16 21 -18 18 -20 -21 22 -23 -24 -25
leaf_value=0.0091224914997452416 0.0036953405615600858 0.0051468170317867882 0.0035352817596463666 0.006756108675767006 0.0043380315433648774 0.0030715717303086746 0.0039131240045713819 0.0083484340441287094 0.0060819962977750747 0.0011860033322585197 0.0029049464827634419 0.0068773605035416067 0.0050887389815422847 0.0079234446486442234 0.0084785831134580377 0.0069694373945720089 0.0068866451917573299 0.0073359421042083943 0.0060570919744284907 0.0071589769494796894 0.0081694250548598087 0.0059520817357256901 0.0073196317729103304 0.0041931816031096298
leaf_weight=60 88 52 75 103 75 59 62 54 54 97 53 63 62 106 59 74 73 63 70 496 55 84 852 60
leaf_count=60 88 52 75 103 75 59 62 54 54 97 53 63 62 106 59 74 73 63 70 496 55 84 852 60
internal_value=0 0.00681897 0.00702288 0.00539915 0.00296827 0.00254714 0.00715231 0.00742642 0.0045739 0.00189928 0.00408021 0.00685912 0.00599039 0.00697292 0.00642073 0.00711384 0.00759837 0.00733338 0.00666304 0.00729362 0.00742613 0.00642871 0.00737119 0.00463615
internal_weight=0 2630 2411 178 319 244 2233 1154 219 156 165 1079 125 954 194 760 132 1094 133 602 961 158 907 112
internal_count=2949 2630 2411 178 319 244 2233 1154 219 156 165 1079 125 954 194 760 132 1094 133 602 961 158 907 112
is_linear=0
shrinkage=0.00217713


Tree=645
num_leaves=12
num_cat=0
split_feature=97 48 3 13 48 48 1452 1443 1203 2 3
split_gain=18.8173 18.6274 18.915 35.9121 13.2665 12.1062 11.3057 11.5842 7.67005 9.64435 7.64563
threshold=-0.0047149999999999996 -0.088899999999999993 0.11745500000000002 -0.13226499999999999 0.090135000000000007 -0.077984999999999985 0.086470000000000005 1.0000000180025095e-35 0.084880000000000011 0.087495000000000003 -0.14326499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 4 -4 -3 7 8 10 -10 -7
right_child=1 2 3 -5 -6 6 -8 -9 9 -11 -12
leaf_value=-0.0012564057246149227 0.0051907382386300657 -0.00090329012501385046 0.0033124381395329655 -0.0033257949209536206 -0.00052825424127988033 0.0031632928259897799 0.0040651430203149982 -0.00083226013160794463 0.0020528908722236552 -0.0014264048598017806 0.0019856643028683674
leaf_weight=70 62 52 89 73 52 223 97 53 66 52 2090
leaf_count=70 62 52 89 73 52 223 97 53 66 52 2090
internal_value=0 0.00191351 0.00184211 0.000114139 0.00189556 0.00198253 0.0020407 0.00196162 0.00202256 0.000519095 0.00209923
internal_weight=0 2909 2847 214 141 2633 2581 2484 2431 118 2313
internal_count=2979 2909 2847 214 141 2633 2581 2484 2431 118 2313
is_linear=0
shrinkage=0.00604267


Tree=646
num_leaves=16
num_cat=0
split_feature=0 15 43 150 14 0 49 124 15 2 2 457 13 13 15
split_gain=13.8239 42.9011 14.3436 10.957 11.4501 15.2132 9.91503 8.99817 11.7149 8.64098 7.89633 6.30454 6.57752 6.20909 4.80695
threshold=0.024295000000000001 -0.036279999999999993 -0.033049999999999989 0.10860500000000002 0.020750000000000005 -0.23146499999999998 -0.06017999999999999 -0.048219999999999992 -0.10192499999999999 -0.080104999999999996 0.099185000000000009 0.090920000000000015 -0.41895499999999991 -0.076349999999999987 0.084360000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -5 8 13 -9 -4 12 -11 -7 -6
right_child=1 2 10 6 14 7 -8 9 -10 11 -12 -13 -14 -15 -16
leaf_value=-0.0014456738401371894 -0.0044187999976718169 -0.0011851934166507024 0.0041589323597480774 0.0020265708120507453 0.0048202290438369502 0.00057643559238161146 -0.0010141389519128993 0.0040498299592551844 0.0020473012184539438 0.0036327015266956406 0.0013523191441427768 0.0036971259770301112 0.0016142672598414203 -0.0022342554421813394 0.0023194860996272057
leaf_weight=54 54 53 52 57 52 53 99 55 87 56 97 53 2052 53 52
leaf_count=54 54 53 52 57 52 53 99 55 87 56 97 53 2052 53 52
internal_value=0 0.00017948 0.00140903 0.00159143 0.00168226 0.0016025 9.64922e-05 0.00167086 0.00046762 0.00177562 0.00233222 0.00171771 0.00166792 -0.000828325 0.00357045
internal_weight=0 256 202 2723 2567 2463 156 2409 193 2216 149 2161 2108 106 104
internal_count=2979 256 202 2723 2567 2463 156 2409 193 2216 149 2161 2108 106 104
is_linear=0
shrinkage=0.00580803


Tree=647
num_leaves=21
num_cat=0
split_feature=0 43 12 2 15 0 15 1 13 2 15 43 16 12 12 2 13 0 15 43
split_gain=10.4822 26.5677 10.5346 12.9653 8.52529 17.9445 12.2938 10.8035 11.245 10.0859 8.43857 7.52323 7.33651 6.88494 6.24127 4.65194 4.15604 4.13504 2.90417 2.76497
threshold=0.040570000000000002 -0.081189999999999984 -0.14392999999999997 0.13554000000000002 0.021950000000000001 -0.099704999999999974 -0.0044499999999999991 0.11378500000000001 -0.014114999999999997 0.088710000000000011 -0.076929999999999985 -0.22491499999999998 -0.15105999999999997 -0.088684999999999986 0.083815000000000014 0.10472500000000001 0.0047000000000000002 -0.071524999999999991 -0.092389999999999986 -0.10945499999999998
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 6 12 7 11 18 -8 -5 -4 -6 -13 -7 -3 17 -16 -9 -18
right_child=1 15 3 10 5 14 9 8 -10 -11 -12 13 -14 -15 16 -17 19 -19 -20 -21
leaf_value=0.0041940045781894801 -0.004287487248050636 0.0026264587686098328 0.0043009669413465769 0.00095683868416196829 0.0030759886146261529 0.0040869995491825666 0.001139444651616876 8.4444343530979549e-05 -0.0022704932668642522 -0.0032959453728428818 -0.0023064782005179306 -0.00038619811921192498 0.0068269692447186659 0.00181306645885668 0.0017221390684830776 0.00025694255489184549 0.0013802185016812216 0.0033524169532494425 0.0024002023075280895 -0.00073555969300377231
leaf_weight=82 56 86 59 103 54 62 55 52 74 52 69 80 55 1020 643 87 82 93 62 53
leaf_count=82 56 86 59 103 54 62 55 52 74 52 69 80 55 1020 643 87 82 93 62 53
internal_value=0 3.55029e-05 0.00164393 0.00156552 0.00169768 0.00219635 0.00134026 0.00152743 -7.79716e-05 -0.00101535 -0.000351834 0.00178791 0.00496939 0.00165305 0.0018723 0.0014353 0.00171456 0.00192824 0.00134457 0.000549009
internal_weight=0 229 2750 2668 2496 1042 1454 1347 188 107 172 1159 109 1100 933 173 871 736 114 135
internal_count=2979 229 2750 2668 2496 1042 1454 1347 188 107 172 1159 109 1100 933 173 871 736 114 135
is_linear=0
shrinkage=0.00722155


Tree=648
num_leaves=18
num_cat=0
split_feature=15 39 150 43 48 48 14 133 0 0 14 150 150 0 15 475 0
split_gain=975.066 274.049 163.475 111.826 89.061 66.1199 65.0865 63.4335 50.6901 48.7622 31.8968 31.0239 30.5582 26.2802 23.7861 21.8341 14.4298
threshold=-0.26361999999999991 0.055555000000000007 0.082965000000000025 -0.015924999999999998 0.12174000000000001 0.10096000000000001 0.064610000000000015 0.086345000000000019 -0.16926499999999997 -0.076589999999999978 -0.42227999999999993 0.083295000000000022 0.10980500000000001 -0.096444999999999989 0.025430000000000005 -0.077694999999999986 -0.097424999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 4 15 6 7 8 11 -2 16 -1 -3 -5 -12 -11 -4 -10
right_child=1 5 3 12 -6 -7 -8 -9 9 14 13 -13 -14 -15 -16 -17 -18
leaf_value=0.0030337076141659022 0.0049578638926999364 0.0066940143156697888 0.0073969877476373121 0.0047281624562253649 0.0046431924133301184 0.002169742305877494 0.0089217858032015207 0.0031638168703814729 0.0067135740884406575 0.006192068311512801 0.0024378183573295145 0.0045154071450076308 0.0026849422904223039 0.00056426677078776782 0.0070380009753676772 0.0056926776164623206 0.0073525238830098455
leaf_weight=69 58 77 73 79 76 52 84 64 197 389 56 52 62 97 266 70 1158
leaf_count=69 58 77 73 79 76 52 84 64 197 389 56 52 62 97 266 70 1158
internal_value=0 0.00654763 0.00676201 0.00520609 0.00696034 0.00434947 0.00704216 0.00493664 0.0069658 0.00702373 0.00180461 0.005816 0.00382989 0.00125016 0.00653564 0.00656287 0.00725965
internal_weight=0 2757 2512 284 2228 245 2152 193 2068 2010 222 129 141 153 655 143 1355
internal_count=2979 2757 2512 284 2228 245 2152 193 2068 2010 222 129 141 153 655 143 1355
is_linear=0
shrinkage=0.00217713


Tree=649
num_leaves=31
num_cat=0
split_feature=12 2 2 13 2 2 2 12 150 40 16 3 16 3 2 10 16 3 13 160 42 159 1446 160 13 43 16 2 12 159
split_gain=810.215 247.541 161.65 145.727 99.322 89.0237 77.4701 57.4773 38.3224 35.6867 32.3341 25.1629 24.9213 23.6999 19.7152 14.8521 13.3991 20.2922 9.30533 8.85285 8.19898 7.1058 7.93517 7.2147 6.5163 6.8826 6.14975 4.78342 3.73119 1.87047
threshold=0.056995000000000011 0.14073000000000005 0.13631000000000001 -0.00027999999999999998 0.10859000000000001 -1.0000000180025095e-35 0.096685000000000007 0.093125000000000013 0.083680000000000018 -0.0020749999999999996 -0.12080999999999999 -0.15415499999999996 -0.23389999999999997 0.10021000000000001 0.096435000000000007 -0.0078549999999999991 0.0077850000000000011 -0.23394499999999999 0.0047000000000000002 -0.021669999999999998 0.099300000000000013 0.10862000000000001 0.084275000000000017 -0.017574999999999997 -0.015454999999999998 -0.14968999999999996 -0.25397999999999993 0.095565000000000011 0.095980000000000024 -0.041644999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 15 -7 11 13 -8 -3 -2 -9 19 21 -1 20 -18 28 -5 24 22 23 -13 -14 -26 -6 -22 -19 -24
right_child=2 10 -4 4 26 6 9 12 -10 -11 -12 14 16 -15 -16 -17 17 18 -20 -21 27 -23 29 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0036796932116556036 0.0093500152350896888 0.0033634905873828002 0.0041894661212230466 0.0076336592289129711 0.0052165305778459235 0.0076467155778904639 0.0053570342600464038 0.0059091734280544558 0.0058015570313445378 0.003108234480679554 0.00099752349889538762 0.0077087508575923351 0.0085305460274160139 0.0065561494935937742 0.0069287727400781495 0.0020701273923316717 0.0083043530342309536 0.0074257602915939174 0.0059201742983285358 0.0088164588123595608 0.0075520356345000015 0.0072249727319829626 0.0082892814009080228 0.0081380949436110732 0.0083179606129232218 0.0073982389327586417 0.0041524995708994462 0.006683829431382543 0.0067460120361997004 0.0088465692711587208
leaf_weight=57 72 52 67 57 61 54 94 64 67 59 69 283 64 56 87 61 52 65 55 77 85 52 56 717 62 132 52 54 120 76
leaf_count=57 72 52 67 57 61 54 94 64 67 59 69 283 64 56 87 61 52 65 55 77 85 52 56 717 62 132 52 54 120 76
internal_value=0 0.00500476 0.00765365 0.00552533 0.00649755 0.00441842 0.00531361 0.00776437 0.0072759 0.00449001 0.0020145 0.0080454 0.00726311 0.00779568 0.00797148 0.00284783 0.00738884 0.00701954 0.00674106 0.00831351 0.00766041 0.00804808 0.00808587 0.00801661 0.00790033 0.0076923 0.0047271 0.00721492 0.00698497 0.00861033
internal_weight=0 816 2163 695 370 325 207 2096 257 153 121 1343 753 190 1271 118 689 292 240 134 397 1184 1132 1000 258 194 113 139 185 132
internal_count=2979 816 2163 695 370 325 207 2096 257 153 121 1343 753 190 1271 118 689 292 240 134 397 1184 1132 1000 258 194 113 139 185 132
is_linear=0
shrinkage=0.00226508


Tree=650
num_leaves=25
num_cat=0
split_feature=4 3 3 3 3 42 4 3 42 150 3 14 4 14 51 156 3 11 42 158 42 160 4 49
split_gain=1270 410.825 205.414 92.6824 89.0598 105.317 88.5644 93.3894 60.7325 38.6139 37.7574 37.1844 24.5391 22.0615 20.2992 15.6089 28.7312 27.9711 14.787 10.3685 6.88377 3.71183 3.47427 1.73569
threshold=0.31392000000000003 0.28833000000000003 -0.066789999999999974 0.31395500000000004 -0.0024599999999999995 -0.0047199999999999994 -0.062804999999999986 0.10402500000000002 0.087475000000000011 0.081245000000000026 -0.13827999999999999 0.076450000000000004 0.032770000000000001 -1.0000000180025095e-35 0.017990000000000003 -0.0039599999999999991 -0.12711499999999995 0.081005000000000008 0.08826500000000001 0.078875000000000015 -0.080904999999999991 -0.010164999999999999 0.067120000000000013 -0.00025999999999999992
decision_type=2 2 2 2 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 9 5 20 21 23 -7 10 -2 12 15 -12 -10 -1 17 -17 -18 22 -4 -6 -14 -8
right_child=3 -3 4 -5 6 8 7 -9 14 -11 13 -13 19 -15 -16 16 18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.009633975563948953 0.0046032128253576761 0.0016111420592398954 0.0074523181361433851 1.3997099455229559e-05 0.010278133520756698 0.0036126950768604173 0.0078278988546646808 0.0041474964752774767 0.0071072420884687902 0.0051021908017232142 0.0034417386439355734 0.010444196538619397 0.0069008413712568772 0.0013452189527070415 0.0050749135841621018 0.0060137507239964774 0.0088912857190957522 0.0084654429242533077 0.0083379663275281075 0.0085374696100556664 0.0087177357782720379 0.0093330870148728082 0.0076925636310408727 0.0084745937834386949
leaf_weight=101 56 63 56 66 52 102 52 56 75 65 52 70 58 88 56 53 916 71 482 79 57 59 100 61
leaf_count=101 56 63 56 66 52 102 52 56 75 65 52 70 58 88 56 53 916 71 482 79 57 59 100 61
internal_value=0 0.00804679 0.00820541 0.002715 0.00693546 0.0060696 0.0080053 0.0068421 0.00508922 0.00339791 0.00283257 0.00861731 0.00854854 0.00212412 0.00623867 0.00866065 0.00859604 0.00741776 0.00870053 0.00778067 0.00809087 0.00977606 0.0074021 0.00817724
internal_weight=0 2619 2556 327 626 346 280 169 233 261 196 1930 1860 140 131 1623 1522 124 1398 237 113 111 158 113
internal_count=2946 2619 2556 327 626 346 280 169 233 261 196 1930 1860 140 131 1623 1522 124 1398 237 113 111 158 113
is_linear=0
shrinkage=0.00255085


Tree=651
num_leaves=19
num_cat=0
split_feature=3 12 3 1 1 3 4 12 3 480 3 157 2 0 16 2 133 1
split_gain=39.3652 10.6945 14.4624 17.9454 14.0136 11.9804 10.511 15.6277 9.31669 7.1701 8.21929 12.5065 20.9868 6.72475 8.08195 5.72679 5.37317 4.86079
threshold=0.42240500000000009 -1.0000000180025095e-35 0.10402500000000002 0.10423500000000001 0.092845000000000025 0.076825000000000018 0.41696500000000003 -0.086944999999999981 0.143375 -0.022539999999999998 -0.14186499999999996 -0.0041249999999999993 0.113445 -0.10071499999999999 -0.26194999999999996 0.094765000000000016 0.11524500000000001 0.086860000000000007
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 -4 15 9 7 -6 -5 -3 11 -11 -13 14 -12 -1 -15 -7
right_child=-2 2 3 8 6 17 -8 -9 -10 10 13 12 -14 16 -16 -17 -18 -19
leaf_value=0.0037183141156268218 -0.0029275089652236776 0.00024039108025030728 -0.0020388556306405628 0.0027678540332919635 0.00072336930503785713 0.0025971431660332667 0.0015697980402807118 -0.0025595711146410593 9.0621843984400039e-05 0.004692366292332161 0.0018149664831011694 0.0031400243693738535 -0.00077287227727621606 0.0020020019139949897 -0.0007327096813442653 0.0012812255659478717 0.0012384085956595747 0.0046835120212718809
leaf_weight=52 52 75 57 73 100 71 99 67 71 69 76 140 52 1407 63 55 312 55
leaf_count=52 52 75 57 73 100 71 99 67 71 69 76 140 52 1407 63 55 312 55
internal_value=0 0.00169006 0.00181309 0.000459068 0.000858412 0.00193037 0.000211487 -0.000593402 0.00144822 0.00183973 0.00189631 0.00277083 0.00207999 0.00177343 0.00065986 0.00246613 0.00186344 0.00350831
internal_weight=0 2894 2521 201 373 2320 266 167 144 2194 2119 261 192 1858 139 107 1719 126
internal_count=2946 2894 2521 201 373 2320 266 167 144 2194 2119 261 192 1858 139 107 1719 126
is_linear=0
shrinkage=0.00526051


Tree=652
num_leaves=21
num_cat=0
split_feature=4 2 12 4 2 13 4 150 13 42 2 13 51 158 39 0 15 0 12 12
split_gain=1644.6 484.395 309.078 95.9405 82.6678 79.8373 77.0124 53.5293 46.135 39.4294 39.1035 33.2524 35.6535 28.7391 27.0847 26.1854 25.7447 17.5243 12.5072 9.70627
threshold=0.31392000000000003 0.13388500000000003 -1.0000000180025095e-35 -0.0048949999999999992 0.15205000000000002 -0.16392499999999996 0.018150000000000003 0.081245000000000026 -0.0090849999999999976 -1.0000000180025095e-35 0.15305000000000002 -0.098524999999999988 0.11178000000000002 0.019155000000000002 0.088025000000000006 -0.069414999999999991 -0.079149999999999984 -0.079249999999999987 0.086885000000000004 0.096780000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 7 -4 11 14 -1 -5 -3 -7 17 18 15 -2 -14 -13 -8 -20
right_child=4 10 5 9 -6 6 13 -9 -10 -11 -12 12 16 -15 -16 -17 -18 -19 19 -21
leaf_value=0.0058346144486275337 0.0042250380597201372 0.0049238665852151652 0.0060069472664030345 0.0084923767451497087 0.00053617385902698217 0.0099566731174549703 0.0061817959108562527 0.0051078870381328131 0.0031692405434746371 0.006022666140144994 0.0025612131023806666 0.0087792758963364873 0.0084224682746363872 0.0084245959031865759 0.001832822991928824 0.0024201262014835866 0.0064476317142844811 0.0083329985211855594 0.0077724155651368639 0.0067690917906854421
leaf_weight=55 80 73 61 53 52 76 52 63 59 61 53 1079 57 102 69 63 59 604 102 73
leaf_count=55 80 73 61 53 52 76 52 63 59 61 53 1079 57 102 69 63 59 604 102 73
internal_value=0 0.00793363 0.00813596 0.00581331 0.00295628 0.00836975 0.00843514 0.00341382 0.00445536 0.00717106 0.00393023 0.00859907 0.00854171 0.00750079 0.00291029 0.00343002 0.00741822 0.00861913 0.00708559 0.00735401
internal_weight=0 2619 2493 228 327 2265 2204 275 114 114 126 1875 1799 329 212 143 116 1683 227 175
internal_count=2946 2619 2493 228 327 2265 2204 275 114 114 126 1875 1799 329 212 143 116 1683 227 175
is_linear=0
shrinkage=0.00209259


Tree=653
num_leaves=16
num_cat=0
split_feature=1 33 12 1 40 124 3 1 150 3 160 16 1 160 3
split_gain=35.3419 12.8563 15.8086 12.93 12.9879 12.653 6.91844 15.1008 8.93242 7.16768 8.91049 5.0122 7.25592 5.40659 4.80393
threshold=0.14860500000000001 0.084855000000000014 -1.0000000180025095e-35 0.092845000000000025 -0.062739999999999976 -0.081874999999999989 0.10402500000000002 0.10423500000000001 -0.088794999999999985 -0.043609999999999989 -0.021669999999999998 -0.16956499999999999 0.077375000000000013 -0.53492499999999987 0.143375
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 8 -8 -4 11 -11 12 -10 -13 -9
right_child=-2 -3 6 4 -6 -7 7 14 9 10 -12 13 -14 -15 -16
leaf_value=0.0025554699251610948 -0.0022974085538338229 0.0048016758686900791 0.0046188237860974122 -0.0004368956879246822 -0.0018161855491972694 0.0030000642343740178 -0.0016363233411149092 0.0031546049902576958 0.0022817012045946408 0.0017127615700543298 0.0046270670114190848 0.00031617100120906683 -0.00021463398056712206 0.0021607761477496048 0.00086050859752441055
leaf_weight=99 73 57 53 92 93 68 57 71 84 68 88 60 86 1834 63
leaf_count=99 73 57 53 92 93 68 57 71 84 68 88 60 86 1834 63
internal_value=0 0.00195976 0.00190221 0.000704067 -2.01395e-05 0.00102341 0.00207335 0.00096816 0.00216619 0.0021076 0.00335714 0.00201313 0.00101847 0.00210237 0.00207652
internal_weight=0 2873 2816 352 253 160 2464 191 2273 2220 156 2064 170 1894 134
internal_count=2946 2873 2816 352 253 160 2464 191 2273 2220 156 2064 170 1894 134
is_linear=0
shrinkage=0.00604267


Tree=654
num_leaves=33
num_cat=0
split_feature=1 3 3 1 15 1 43 12 3 49 1 0 13 0 15 51 3 1 0 3 43 0 0 12 1 12 15 12 403 402 15 43
split_gain=1276.39 218.053 110.254 83.7788 64.2627 60.207 47.5071 38.6339 36.5385 34.197 30.7706 30.419 27.6246 22.1701 22.0863 20.8991 25.0734 20.8725 27.3144 20.621 19.6214 20.5818 18.0483 14.373 8.15173 8.12842 6.11184 3.89308 3.80242 3.45231 2.93401 2.55502
threshold=0.10921500000000002 -0.049204999999999992 -0.073444999999999983 0.15028500000000003 -0.21242999999999998 0.10075500000000003 -0.025079999999999995 -1.0000000180025095e-35 0.31351000000000001 0.114915 0.117245 -0.076589999999999978 -0.014114999999999997 -0.14015999999999998 0.025430000000000005 -0.097124999999999989 0.088880000000000015 0.090485000000000024 -0.14104999999999998 -0.0031199999999999995 -0.082024999999999987 0.121355 -0.08706499999999999 0.093815000000000023 0.09227500000000001 0.087765000000000024 -0.048914999999999993 0.090745000000000006 0.0032850000000000002 0.026870000000000002 0.096995000000000012 -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 2 2 2 2 2 2 2 2 2 2
left_child=2 4 11 6 -2 9 12 -7 13 15 -6 17 -3 -8 20 -4 19 18 -1 24 -13 -22 -19 -16 -17 29 27 -27 -28 31 -25 -20
right_child=1 3 5 -5 10 7 8 -9 -10 -11 -12 14 -14 -15 23 16 -18 22 25 -21 21 -23 -24 30 -26 26 28 -29 -30 -31 -32 -33
leaf_value=0.007874161881107445 0.0025414883337174371 0.0020883762482586275 0.0068460252240550518 -0.00043883686383489225 0.006250557835546137 0.0028955148152240637 0.0027418830165535451 0.0051928392925923959 0.0017546456279400745 0.0041428335543194066 0.0043434250212011725 0.0046291517487156361 0.00018484814298034359 0.0045672911424871915 0.0071404513678209568 0.0058441661346706562 0.0046635527918993348 0.0048567880305849503 0.00683112690851162 0.0068882705254844209 0.0051674687449255498 0.006744049064114928 0.0063418740292788094 0.0062759039677525597 0.0049568700753206772 0.0062893417499839 0.0063551679572070099 0.0056231034051110618 0.0068196137270117429 0.0070256028464837769 0.0056114443752284309 0.006524116367684663
leaf_weight=65 52 72 74 57 60 56 56 63 70 52 80 77 54 52 67 207 79 53 163 71 72 63 89 57 53 81 265 65 100 103 53 365
leaf_count=65 52 72 74 57 60 56 56 63 70 52 80 77 54 52 67 207 79 53 163 71 72 63 89 57 53 81 265 65 100 103 53 365
internal_value=0 0.0027197 0.00611023 0.00179852 0.0044516 0.00540676 0.00221809 0.00411193 0.00288715 0.00569419 0.00516092 0.00637534 0.00127275 0.00362098 0.00587925 0.00586082 0.00568295 0.00651837 0.00660431 0.00592618 0.00544066 0.00590337 0.00578773 0.00640444 0.00566338 0.00653202 0.00634263 0.00599288 0.00648247 0.00668535 0.00595595 0.00661893
internal_weight=0 553 2393 361 192 655 304 119 178 536 140 1738 126 108 389 484 410 1349 1207 331 212 135 142 177 260 1142 511 146 365 631 110 528
internal_count=2946 553 2393 361 192 655 304 119 178 536 140 1738 126 108 389 484 410 1349 1207 331 212 135 142 177 260 1142 511 146 365 631 110 528
is_linear=0
shrinkage=0.00201133


Tree=655
num_leaves=13
num_cat=0
split_feature=2 39 40 0 150 0 0 9 15 15 41 0
split_gain=19.7654 15.5138 12.3271 11.2271 9.69665 20.6009 10.5852 10.3962 8.52407 12.8449 11.5769 2.19504
threshold=0.17990500000000001 0.10189000000000001 -0.04476999999999999 0.15628500000000004 0.088985000000000009 -0.098064999999999986 -0.15941999999999998 -1.0000000180025095e-35 -0.46645999999999993 -0.40992999999999996 0.078150000000000011 -0.083274999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 6 -6 -1 -9 -10 -11 -7
right_child=-2 2 -4 -5 5 11 -8 8 9 10 -12 -13
leaf_value=-0.00037616211867965376 -0.0016934665371573631 0.0016813906062911799 -0.0025483979197965597 0.0049372329068105777 0.00090825969203817678 0.0032421505317860966 -0.0028983416811125371 0.0045741262031225938 -0.00088901336255817686 0.0020886480594711938 0.0042556174691520685 0.001553375730732076
leaf_weight=65 60 56 53 52 54 74 62 57 55 2212 102 52
leaf_count=65 60 56 53 52 54 74 62 57 55 2212 102 52
internal_value=0 0.00195149 -0.00037468 0.00204256 0.00198746 0.000785581 -0.00112572 0.00210419 0.00217068 0.00211282 0.0021842 0.00254573
internal_weight=0 2894 109 2785 2733 242 116 2491 2426 2369 2314 126
internal_count=2954 2894 109 2785 2733 242 116 2491 2426 2369 2314 126
is_linear=0
shrinkage=0.00628679


Tree=656
num_leaves=14
num_cat=0
split_feature=2 13 14 0 30 52 16 0 484 448 15 2 13
split_gain=13.6736 10.9787 9.07381 20.3603 10.981 10.2312 10.1172 14.4083 7.24212 7.36933 7.18348 2.38819 1.29215
threshold=0.17990500000000001 -0.50337999999999983 -0.13131999999999996 -0.15184499999999998 0.086535000000000015 -0.063199999999999992 -0.092484999999999984 -0.18713499999999997 0.088465000000000016 -0.071109999999999993 0.025430000000000005 0.091040000000000024 -0.082199999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 6 8 -3 7 -4 9 -5 -11 12 -10
right_child=-2 2 3 4 -6 -7 -8 -9 11 10 -12 -13 -14
leaf_value=-0.00098613852000830021 -0.0012261609516258654 0.0013610494481659115 0.0020519696968234742 0.0034620165227435668 -0.00086454100455779514 0.0046426210343756703 -0.0022499842112820648 -0.0013882224932775496 0.0016429895452723942 0.0011696347969660798 0.0017956173572067004 0.0034300728812477689 0.0027965007684163557
leaf_weight=56 60 58 80 56 56 56 56 67 67 1223 998 69 52
leaf_count=56 60 58 80 56 56 56 56 67 67 1223 998 69 52
internal_value=0 0.00141299 0.00146036 0.00139701 0.00153128 0.00297356 -0.000270209 0.000483593 0.00158573 0.00150043 0.00145094 0.00261857 0.00214754
internal_weight=0 2894 2838 2724 2521 114 203 147 2465 2277 2221 188 119
internal_count=2954 2894 2838 2724 2521 114 203 147 2465 2277 2221 188 119
is_linear=0
shrinkage=0.00547303


Tree=657
num_leaves=9
num_cat=0
split_feature=9 9 9 151 15 39 39 402
split_gain=12.8154 12.9682 10.9319 9.70369 10.4847 9.1202 11.6144 8.52178
threshold=0.093040000000000012 1.0000000180025095e-35 -1.0000000180025095e-35 0.10280000000000002 -0.46772999999999992 0.10189000000000001 0.087990000000000013 0.089220000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=-0.00084556366008069824 -0.0019097268459113989 0.0045457013391315085 0.0043567665848066334 -0.0010404873255123377 0.0013371931368611634 -0.00069975386000971167 0.0042285287853178442 0.0026540000036769729
leaf_weight=97 53 62 60 69 2200 86 73 254
leaf_count=97 53 62 60 69 2200 86 73 254
internal_value=0 0.00146637 0.0013991 0.00147853 0.00154358 0.00147896 0.00155313 0.00147352
internal_weight=0 2901 2839 2742 2673 2613 2527 2454
internal_count=2954 2901 2839 2742 2673 2613 2527 2454
is_linear=0
shrinkage=0.00680503


Tree=658
num_leaves=17
num_cat=0
split_feature=3 11 9 4 12 43 12 151 4 48 475 484 401 4 43 4
split_gain=19.9165 9.13427 16.1907 11.4542 21.5203 12.9721 12.0673 24.8245 12.9154 9.70714 9.49286 4.40752 4.10812 2.04405 1.37097 0.151417
threshold=0.31395500000000004 0.089795000000000014 0.08542000000000001 -0.17568999999999999 0.09227500000000001 -0.23538999999999996 0.083885000000000015 -0.080424999999999983 0.049545000000000006 0.087550000000000017 -1.0000000180025095e-35 0.087420000000000012 0.083100000000000021 -0.0090849999999999976 -0.45013999999999993 -0.084564999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 14 7 9 -9 -7 -1 12 -8 -13 -5 -3
right_child=-2 15 -4 5 -6 6 11 8 -10 -11 -12 13 -14 -15 -16 -17
leaf_value=0.0021217765840700689 -0.0018002630115666091 -0.00044259433496089765 0.0050391232417841911 0.0024718406139914422 -0.00041049240663696188 0.0036426038046180466 0.0010943760688591321 -0.0016871984177883916 0.00060127964861045389 0.00011825910325952962 0.0058109970624282345 0.001711615890297744 0.0022147522815799789 0.0033755480347506155 0.0037589566052508537 -0.00096568566764069792
leaf_weight=53 101 52 54 86 64 110 1409 241 217 54 83 74 170 64 70 52
leaf_count=53 101 52 54 86 64 110 1409 241 217 54 83 74 170 64 70 52
internal_value=0 0.00127434 0.00134925 0.00127529 0.00284248 0.00114963 0.00102286 0.000210624 -0.000602761 0.00248259 0.00437382 0.00131706 0.00121505 0.00248382 0.00304986 -0.000704839
internal_weight=0 2853 2749 2695 200 2495 2339 622 458 164 136 1717 1579 138 156 104
internal_count=2954 2853 2749 2695 200 2495 2339 622 458 164 136 1717 1579 138 156 104
is_linear=0
shrinkage=0.00680503


Tree=659
num_leaves=20
num_cat=0
split_feature=4 2 123 13 2 4 13 150 13 34 16 13 13 4 2 4 158 159 42
split_gain=1499.7 470.892 283.579 123.454 97.1163 56.7662 63.7608 55.1316 48.2404 40.7526 32.7451 24.1433 23.5197 20.2597 16.7801 12.8597 9.931 10.8246 6.94468
threshold=0.31392000000000003 0.13631000000000001 0.081180000000000016 -0.16392499999999996 0.14019000000000004 -0.078454999999999983 -0.077614999999999976 0.082085000000000019 -0.053999999999999999 -0.023104999999999997 -0.062279999999999995 -0.035924999999999992 -0.09657499999999998 0.44128500000000004 0.086365000000000011 0.043640000000000005 0.08673500000000002 0.077080000000000023 0.086335000000000009
decision_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 12 15 10 -3 -2 -8 -11 -5 -13 -4 18 17 -14 -7
right_child=4 8 14 5 -6 6 7 -9 -10 11 -12 13 16 -15 -16 -17 -18 -19 -20
leaf_value=0.0049710399960798081 0.0013308829767708691 0.001408093211131017 0.0035680762439171359 0.010023964399105856 0.00013297650008544434 0.0087569395018099131 0.0081329415417659041 0.0054042613482626527 0.0043945230785317393 0.0025972680700459961 0.007131389425921137 0.0032356545008602401 0.0084607905412703629 0.0052136842222095647 0.0052279144506479263 0.0075720022904530067 0.0093280737818213048 0.0073728047368398627 0.0082394721977219008
leaf_weight=70 56 52 55 55 80 252 302 70 65 79 414 53 679 58 80 101 65 53 315
leaf_count=70 56 52 55 55 80 252 302 70 65 79 414 53 679 58 80 101 65 53 315
internal_value=0 0.00759845 0.00780957 0.00799465 0.00234458 0.00808643 0.00780875 0.00736246 0.00306743 0.0030637 0.00755387 0.0035743 0.00856027 0.00426944 0.00455187 0.00833384 0.00845923 0.00838205 0.0084695
internal_weight=0 2628 2511 2376 326 2306 1454 786 117 246 716 190 852 111 135 668 797 732 567
internal_count=2954 2628 2511 2376 326 2306 1454 786 117 246 716 190 852 111 135 668 797 732 567
is_linear=0
shrinkage=0.00231039


Tree=660
num_leaves=21
num_cat=0
split_feature=44 2 9 31 147 13 48 16 4 1 475 16 1 12 15 4 3 2 1 2
split_gain=19.8972 22.5906 12.1535 13.5215 11.3528 8.87719 8.9102 9.33103 15.0329 8.89079 7.46986 7.13442 6.69714 6.67776 12.4322 30.5257 7.99128 8.19313 6.95657 4.43196
threshold=0.081710000000000019 0.10384 0.083710000000000021 -0.080489999999999992 1.0000000180025095e-35 0.16218500000000005 0.10322500000000003 -0.15693499999999996 0.50541500000000006 0.11198000000000001 1.0000000180025095e-35 -0.014654999999999998 0.10801000000000001 0.083885000000000015 -0.0083999999999999995 -0.081139999999999976 -0.059315 0.097005000000000022 0.091055000000000011 0.123795
decision_type=2 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 9 12 -3 13 -4 -9 14 18 -16 17 -15 -5 -8
right_child=-2 4 11 10 -6 -7 19 8 -10 -11 -12 -13 -14 16 15 -17 -18 -19 -20 -21
leaf_value=0.0044690214772122264 0.0049331366419902711 0.00090733473677027672 -0.002213127177270824 0.00082391791085422317 -0.0021351471674652639 -0.0019353461977829533 -0.0022200619218802346 0.00064596580978420071 -0.0024833903023968778 0.0042946292766563449 0.0037176733447715294 0.0010150582669209329 0.0030910932999803557 0.0016391213579159359 0.0011395000589952107 -0.0042615210051066398 0.0038861323330494613 -0.00012127224536478829 0.0030066252436291314 0.0003237169752609248
leaf_weight=59 54 61 52 140 72 54 52 235 53 57 55 52 52 1421 137 56 56 108 92 52
leaf_count=59 54 61 52 140 72 54 52 235 53 57 55 52 52 1421 137 56 56 108 92 52
internal_value=0 0.0011569 0.00145837 0.00155911 0.00018054 0.000451311 0.000680751 0.00105064 0.000532115 0.00254413 0.00147594 -0.000598402 0.00108921 0.00141456 0.000728212 -0.000427295 0.00159856 0.00151473 0.00168976 -0.00094754
internal_weight=0 2916 2228 2124 688 616 562 458 340 118 2065 104 287 2010 425 193 1585 1529 232 104
internal_count=2970 2916 2228 2124 688 616 562 458 340 118 2065 104 287 2010 425 193 1585 1529 232 104
is_linear=0
shrinkage=0.00616352


Tree=661
num_leaves=18
num_cat=0
split_feature=1348 44 2 0 52 52 41 41 9 9 158 15 2 52 3 2 2
split_gain=27.4179 13.0125 12.6965 9.91429 9.92494 17.1656 8.62851 8.70738 10.9494 8.44001 6.27361 3.31784 7.69347 4.13308 3.96344 3.16237 3.02047
threshold=0.084895000000000012 0.081710000000000019 0.10384 -0.14720499999999997 -0.064364999999999992 -0.23047999999999999 0.088645000000000015 0.075585000000000013 0.083710000000000021 -0.080554999999999974 0.085110000000000005 -0.082809999999999981 0.11183000000000003 0.087275000000000005 -0.017704999999999995 0.11487000000000001 0.11719
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 16 5 15 7 8 9 -1 -11 14 -13 -14 -6 -5 -4
right_child=-2 -3 3 4 11 -7 -8 -9 -10 10 -12 12 13 -15 -16 -17 -18
leaf_value=0.0033759264545701337 -0.0027259876064814658 0.003643293425859249 -0.0019341136552043386 0.00027220135265101876 0.0010402198963159809 -0.0019598752327715792 -0.0010485424069487379 0.0030852896210376334 -0.00093038890222601469 0.0010330086523430517 0.0020393597691942024 0.0025144988819065057 -0.00081423479655055994 0.0011645105585369273 0.0030882632279810918 0.0018994829620252356 -0.00020469922660352316
leaf_weight=52 61 54 66 83 61 101 53 70 75 1731 208 55 71 57 53 63 56
leaf_count=52 61 54 66 83 61 101 53 70 75 1731 208 55 71 57 53 63 56
internal_value=0 0.000981319 0.000930949 0.000269147 0.000585447 -0.000224981 0.00113227 0.00118641 0.00112205 0.00119939 0.00114099 0.00125964 0.000802535 6.64688e-05 0.00199289 0.000974785 -0.00114076
internal_weight=0 2909 2855 666 544 247 2189 2136 2066 1991 1939 297 183 128 114 146 122
internal_count=2970 2909 2855 666 544 247 2189 2136 2066 1991 1939 297 183 128 114 146 122
is_linear=0
shrinkage=0.00547303


Tree=662
num_leaves=28
num_cat=0
split_feature=2 2 2 12 15 2 151 15 49 12 43 2 52 15 15 133 51 42 51 52 15 51 12 52 43 15 133
split_gain=806.732 405.993 199.868 112.564 78.0575 65.7709 65.0704 44.1307 37.0805 23.4995 24.7962 19.9531 15.9702 13.6039 27.6481 12.914 12.734 11.2243 12.7333 9.57639 9.31917 8.59038 7.35561 5.78941 5.0582 4.20672 2.49853
threshold=0.11891500000000001 -1.0000000180025095e-35 0.099845000000000003 0.087255000000000013 -0.24211499999999997 0.14808000000000002 -1.0000000180025095e-35 -0.12776499999999999 -1.0000000180025095e-35 0.091290000000000024 -0.14839499999999997 0.10859000000000001 -0.037619999999999994 0.037885000000000009 -0.0080049999999999982 0.10165500000000001 -1.0000000180025095e-35 -0.086319999999999994 -0.092104999999999979 -0.032354999999999988 -0.047859999999999993 -0.085594999999999991 0.106505 0.093630000000000005 0.041625000000000002 0.097415000000000015 0.006510000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 8 -1 7 -6 -2 -4 10 -3 -10 -7 14 21 16 -5 26 -19 -15 -9 -12 25 -18 -21 -20 -11
right_child=5 2 3 15 6 12 -8 20 11 17 13 -13 -14 19 -16 -17 23 18 22 24 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0019223493863438407 0.002641466664246298 0.0084664345592368479 0.0033514728094983458 0.0073698322426354957 0.0028527758809799627 0.00080948477970898788 0.0058908821418337635 0.0051045534488686249 0.0060946168804970535 0.0070961828741155685 0.0077929557328810005 0.0043500092588996241 0.0024182838800213364 0.0083237155786475437 0.0059438626620300101 0.0055457898828062116 0.0057495600261711962 0.0057172596014279358 0.0070380613290710273 0.0074666430667742157 0.003910130284390855 0.0070704889235586321 0.0061383215598419761 0.0067208914474030735 0.0068762929865449803 0.0065099868536706469 0.0077542640550717409
leaf_weight=76 101 81 92 92 56 52 83 70 59 60 95 66 67 56 99 52 53 62 273 438 56 457 73 66 83 99 53
leaf_count=76 101 81 92 92 56 52 83 70 59 60 95 66 67 56 99 52 53 62 273 438 56 457 73 66 83 99 53
internal_value=0 0.00656374 0.00681959 0.00556223 0.00369695 0.00302684 0.00466706 0.00371419 0.00440122 0.00713245 0.00729806 0.00517365 0.00171547 0.00722097 0.00700466 0.00652008 0.00676008 0.00678276 0.00664402 0.00746499 0.00457388 0.00719487 0.00677309 0.00628848 0.00737264 0.00689759 0.00740505
internal_weight=0 2624 2409 480 215 346 139 227 217 1929 1309 125 119 1228 651 263 211 620 507 577 126 552 445 119 521 372 113
internal_count=2970 2624 2409 480 215 346 139 227 217 1929 1309 125 119 1228 651 263 211 620 507 577 126 552 445 119 521 372 113
is_linear=0
shrinkage=0.00217713


Tree=663
num_leaves=26
num_cat=0
split_feature=1 3 2 2 2 49 14 2 2 39 14 49 447 1 1 12 4 12 4 49 2 12 52 16 16
split_gain=1162.32 237.267 78.0037 77.3277 77.1098 50.7276 44.7481 42.0958 51.5954 36.2372 31.9089 28.4936 21.7835 18.0229 18.8273 13.8217 19.2136 10.8918 10.8458 8.12814 10.5967 7.11566 5.86693 5.85627 4.86626
threshold=0.10404000000000001 -0.046079999999999989 0.14808000000000002 0.099845000000000003 0.11426500000000002 -0.046739999999999997 0.073890000000000011 -1.0000000180025095e-35 0.10912000000000001 0.0047850000000000011 -1.0000000180025095e-35 0.12001000000000002 0.084630000000000011 0.11883500000000001 0.10970000000000001 0.091345000000000023 -0.39175499999999991 0.081080000000000013 -0.0042499999999999994 0.011845000000000001 0.11280000000000003 0.092165000000000011 0.024870000000000003 -0.39761999999999992 -0.073554999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 7 6 13 -5 9 -3 -9 12 -10 19 15 14 -2 16 -1 -18 24 20 22 -21 -7 -12 -17
right_child=1 2 -4 5 -6 11 -8 8 10 -11 23 -13 -14 -15 -16 18 17 -19 -20 21 -22 -23 -24 -25 -26
leaf_value=0.0081285125534891686 0.0051650028710658888 0.0011106587100871868 -0.00013661187519205213 0.0035061687257896728 0.0028745271752908816 0.00576632211184474 0.0081956945106601391 0.0045736759106412318 0.0036892723572742188 0.0050171458407989155 0.0020989665352076354 0.0043157171430356243 0.0051855588133122481 0.0044564394651030589 0.0069145191096113669 0.0067851123885254603 0.0061067318841531645 0.0068103676651877654 0.0055932340137980138 0.0071575729979179445 0.0051447756750647557 0.0060602912963679222 0.0067587046306421565 0.0010796428365840922 0.0062678833954691367
leaf_weight=53 67 91 75 54 82 66 89 69 54 76 57 53 53 57 60 168 128 1004 84 57 74 66 58 59 216
leaf_count=53 67 91 75 54 82 66 89 69 54 76 57 53 53 57 60 168 128 1004 84 57 74 66 58 59 216
internal_value=0 0.00303993 0.00194825 0.00642841 0.00470198 0.0055595 0.00662716 0.00242215 0.00292141 0.00654881 0.00225064 0.00585591 0.00661703 0.00551626 0.00599174 0.00666291 0.00679336 0.00673083 0.00633257 0.00611013 0.00582497 0.00656898 0.0062307 0.00158073 0.00649423
internal_weight=0 671 405 2299 266 428 1871 330 239 1782 170 374 1706 184 127 1653 1185 1132 468 321 198 123 124 116 384
internal_count=2970 671 405 2299 266 428 1871 330 239 1782 170 374 1706 184 127 1653 1185 1132 468 321 198 123 124 116 384
is_linear=0
shrinkage=0.00226508


Tree=664
num_leaves=21
num_cat=0
split_feature=4 3 39 42 457 0 4 0 3 4 151 39 11 158 42 151 0 0 52 3
split_gain=786.152 326.058 125.201 48.9429 45.6311 47.4256 73.607 58.8977 34.5802 31.4708 23.9709 22.4403 21.3871 20.8202 17.5126 16.218 13.1286 11.7563 11.6683 10.5708
threshold=0.31392000000000003 0.28833000000000003 0.0047850000000000011 -0.044384999999999994 0.10412500000000001 -0.066734999999999975 -0.40515499999999993 -0.0033699999999999993 0.143375 0.046185000000000004 -0.087049999999999988 0.088025000000000006 1.0000000180025095e-35 0.019155000000000002 0.081180000000000016 -0.10093499999999998 0.12366000000000001 -0.073374999999999982 -0.42198999999999992 -0.078994999999999982
decision_type=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 16 18 11 10 15 17 -12 19 -5 -1 -7 -2 -8 -11
right_child=8 -3 3 14 -6 6 7 -9 -10 13 12 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0072012529570483009 0.004403843824786347 0.0014794173743211583 0.0072457281079958734 0.0039942082661408871 0.0050655233619183336 0.008245661565123491 0.007167911740152447 0.0034845562945458337 0.0015627766907737621 0.0067402148544066986 0.007467595982083651 0.0024372327274641498 0.0087044366915150929 0.0074817963146741407 0.00549059564591565 0.0055039923227340141 0.0069299851187828174 0.0031455939667626382 0.0059030314901184376 0.005598357017293578
leaf_weight=70 100 59 53 89 56 92 54 52 69 81 1432 84 79 93 79 53 73 66 142 94
leaf_count=70 100 59 53 89 56 92 54 52 69 81 1432 84 79 93 79 53 73 66 142 94
internal_value=0 0.00685049 0.00697274 0.00530912 0.0071278 0.00717767 0.00646751 0.00567155 0.00301137 0.00733186 0.00745234 0.00341108 0.00753228 0.00659724 0.00469801 0.00647011 0.00766372 0.00390372 0.00625164 0.00612702
internal_weight=0 2651 2592 221 2371 2315 413 248 319 1902 1634 250 1511 268 168 123 165 166 196 175
internal_count=2970 2651 2592 221 2371 2315 413 248 319 1902 1634 250 1511 268 168 123 165 166 196 175
is_linear=0
shrinkage=0.00231039


Tree=665
num_leaves=13
num_cat=0
split_feature=106 147 1455 48 0 159 16 13 0 49 0 159
split_gain=20.5071 11.0873 8.33757 7.65601 6.94224 25.3737 24.3452 11.6193 7.87433 6.75665 6.38244 5.84222
threshold=0.085650000000000018 0.089245000000000005 0.10548500000000001 -0.0020199999999999997 -0.00077999999999999999 0.082200000000000009 0.022165000000000004 0.036560000000000002 -0.037444999999999992 -0.13878999999999997 -0.098064999999999986 0.087360000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 -6 -8 9 -5 -3 -11
right_child=-2 10 -4 4 5 -7 7 -9 -10 11 -12 -13
leaf_value=0.0042441618949690171 -0.0024049621855302475 -0.0017207490288344679 0.0045201235616728506 -0.00024668389494553189 -0.0046177337825290595 0.0044147670335092067 0.003398782928003833 -0.00082055598796369354 0.0043656396571903223 0.0020987780466452471 0.0014953716721011348 0.0009864044820091923
leaf_weight=69 57 65 63 71 54 69 58 75 67 2042 59 268
leaf_count=69 57 65 63 71 54 69 58 75 67 2042 59 268
internal_value=0 0.0018818 0.0019724 0.00191449 0.00185502 0.000745209 -0.000608395 0.00101889 0.00197105 0.00190363 -0.000189889 0.00196976
internal_weight=0 2960 2836 2773 2704 256 187 133 2448 2381 124 2310
internal_count=3017 2960 2836 2773 2704 256 187 133 2448 2381 124 2310
is_linear=0
shrinkage=0.00707995


Tree=666
num_leaves=27
num_cat=0
split_feature=1 1 124 16 16 0 1 0 0 0 43 157 1 0 0 16 42 0 0 0 16 160 43 43 49 43
split_gain=1374.92 228.95 130.916 121.814 48.1527 45.4862 51.525 79.4566 33.0313 49.6008 31.2106 33.5031 26.7237 26.0941 38.1233 25.5084 13.6895 11.7714 10.1796 15.0475 8.60901 5.76385 4.81195 3.77768 2.98141 0.723325
threshold=0.10398500000000001 0.12419000000000001 -0.082389999999999977 0.12992000000000004 -0.40430999999999989 -0.071299999999999988 0.089825000000000002 -0.10228499999999999 -0.12368999999999998 -0.07106999999999998 -0.048179999999999994 -1.0000000180025095e-35 0.14039500000000002 -0.14920999999999998 -0.21196999999999996 0.10923000000000001 0.11382000000000002 -0.15184499999999998 -0.058589999999999996 0.055865000000000005 0.11702000000000001 0.066880000000000009 -1.0000000180025095e-35 -0.049999999999999996 0.090740000000000015 -0.081584999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 8 23 6 13 -8 17 -10 15 -12 -6 14 -4 -7 20 -2 -13 -20 21 -15 25 -3 -17 -9
right_child=1 4 5 -5 12 10 7 22 9 -11 11 18 -14 16 -16 24 -18 -19 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00471240410293341 0.0039918878405359529 0.00083907057901478764 0.0073861275592585814 0.0070749131100049639 0.0038633724010333588 0.0050796115225554741 0.0046683263381973195 0.0073833343061581336 0.0061254644370245777 0.0037941842233948295 0.0085469907152790278 0.0073591594676892169 0.0020790480647994098 0.0076663222358162413 0.0099058712359005093 0.0071206713369237106 0.0065875599425505235 0.0027118788955374758 0.0056526069149299453 0.0072246631974615082 0.0070350753546889969 0.0080972636937079595 0.0069267419262938864 0.0016243512296778982 0.0063897362666720282 0.0077200611197254555
leaf_weight=85 74 56 52 88 86 69 66 52 76 92 68 87 69 1135 58 52 55 59 60 52 90 164 80 56 52 84
leaf_count=85 74 56 52 88 86 69 66 52 76 92 68 87 69 1135 58 52 55 59 60 52 90 164 80 56 52 84
internal_value=0 0.00382078 0.00731395 0.00486551 0.00229859 0.0074111 0.00755893 0.00671892 0.0042195 0.00484895 0.00679421 0.00725225 0.00306921 0.00771135 0.00871493 0.00608717 0.00763488 0.00342424 0.00680971 0.00638269 0.00767634 0.00772075 0.00734539 0.00123191 0.00675542 0.00759148
internal_weight=0 656 2361 389 267 2276 1836 282 301 168 440 267 155 1554 110 173 1444 133 199 112 1389 1299 216 112 104 136
internal_count=3017 656 2361 389 267 2276 1836 282 301 168 440 267 155 1554 110 173 1444 133 199 112 1389 1299 216 112 104 136
is_linear=0
shrinkage=0.00213444


Tree=667
num_leaves=20
num_cat=0
split_feature=106 4 150 43 159 13 13 133 14 0 52 160 1 133 4 156 49 160 133
split_gain=15.9107 14.7031 10.8184 13.4136 7.52091 12.8475 10.8778 10.2823 9.48857 8.70727 16.7991 6.86764 6.34135 5.34797 5.2484 5.23073 5.02742 2.30433 1.71889
threshold=0.085650000000000018 0.51395000000000002 0.094545000000000018 -0.082739999999999994 0.081975000000000006 0.0044550000000000006 0.032645000000000007 -0.0081099999999999974 0.073890000000000011 -0.12368999999999998 -0.021309999999999996 0.088485000000000008 0.080320000000000016 0.087455000000000019 -0.047714999999999987 0.089280000000000012 -0.054319999999999993 -0.081399999999999986 0.085980000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 11 8 -8 9 10 -1 12 17 -11 18 -14 -5 -6 -9
right_child=-2 -3 3 16 5 -7 7 14 -10 13 -12 -13 15 -15 -16 -17 -18 -19 -20
leaf_value=0.0028941778668233847 -0.0016379382734982234 -0.00092389749431962887 0.0022960393232066461 0.00041341813688605011 0.003451794523449733 0.0049539570066948939 -0.0014431737623453061 0.0014410256712889522 0.0044760532103557795 0.0021919434471736081 -0.00088954535486468359 0.0034474991654001234 -0.00093001194433416719 0.0014454418332709635 5.5530224324432041e-05 0.0017581320897667868 -0.0018743587642525428 0.0017108676539356739 0.0027593166438793712
leaf_weight=72 57 82 93 75 53 73 69 120 52 1118 117 99 54 542 95 56 71 64 55
leaf_count=72 57 82 93 75 53 73 69 120 52 1118 117 99 54 542 95 56 71 64 55
internal_value=0 0.00164909 0.00172242 0.000466354 0.00183615 0.00261608 0.0016972 0.000679787 0.0018786 0.00180551 0.000551525 0.00209236 0.00150106 0.00194825 0.00122256 0.0004379 -0.00069868 0.00250006 0.00185572
internal_weight=0 2960 2878 239 2639 399 2240 339 1901 1849 189 326 227 1660 270 110 146 117 175
internal_count=3017 2960 2878 239 2639 399 2240 339 1901 1849 189 326 227 1660 270 110 146 117 175
is_linear=0
shrinkage=0.00616352


Tree=668
num_leaves=28
num_cat=0
split_feature=4 12 2 2 12 4 3 2 3 2 3 3 3 15 12 52 3 3 4 124 133 43 4 133 15 52 43
split_gain=978.153 385.338 191.383 139.501 88.2257 76.647 72.3093 69.6482 42.9864 37.6712 37.7633 33.3947 34.4006 21.2635 18.4729 17.9562 32.9697 12.2584 11.479 10.1698 5.88376 6.36087 5.82928 5.09458 4.07383 3.89584 2.48499
threshold=0.31392000000000003 0.056995000000000011 0.10859000000000001 -0.007134999999999999 0.13936000000000001 -0.013634999999999998 -0.082634999999999986 0.092250000000000013 0.30863500000000005 0.099845000000000003 -0.14186499999999996 0.31395500000000004 0.10021000000000001 -0.025879999999999997 0.090455000000000021 -0.53473999999999988 -0.08867499999999999 -0.079574999999999993 0.0049450000000000006 -0.059944999999999991 -0.0062099999999999994 -0.0025899999999999994 -0.17568999999999999 0.093405000000000016 0.083340000000000011 -0.049669999999999999 -0.037954999999999996
decision_type=2 2 2 2 2 2 2 2 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 22 -2 -7 13 10 -3 12 19 -4 20 -11 -17 -18 25 -8 24 -22 -5 -19 -12 -16 -20
right_child=6 4 8 5 -6 7 11 -9 -10 15 14 -13 -14 -15 18 16 17 23 26 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=0.0038711205761132969 0.0046571172613598059 0.0088244561220742861 0.0051492962890765165 0.0084126708069823999 0.0047424175560825104 0.0072606993935679315 0.0027805359135639456 0.0045640399653465403 0.002107205278519278 0.0076821021384439305 0.0083161192559129283 0.00098514617768897562 0.0042128756503840787 0.0033329192311679287 0.0069394949657940116 0.0050979355570270769 0.0077112294603435905 0.0069725447336648422 0.006331789820889046 0.0014994270879227023 0.0075956613430571401 0.0068262894688896026 0.0075210060566534478 0.0062109869197339504 0.0077583204352272405 0.0074176195299686517 0.0069538026805254097
leaf_weight=86 83 97 62 82 55 86 57 82 58 79 72 57 54 52 92 55 61 80 65 52 566 52 54 76 311 439 52
leaf_count=86 83 97 62 82 55 86 57 82 58 79 72 57 54 52 92 55 61 80 65 52 566 52 54 76 311 439 52
internal_value=0 0.00695681 0.00541371 0.00622475 0.00735978 0.0068905 0.00299254 0.00594461 0.0035746 0.00742842 0.00755429 0.00236444 0.00284663 0.00432097 0.00747956 0.00680224 0.00654661 0.00691368 0.0072037 0.00216957 0.00765812 0.00753096 0.00805879 0.00660167 0.00786324 0.00733482 0.00660843
internal_weight=0 2714 562 390 2152 304 303 168 172 2097 1746 220 163 114 1649 351 272 217 648 109 1001 618 136 156 383 531 117
internal_count=3017 2714 562 390 2152 304 303 168 172 2097 1746 220 163 114 1649 351 272 217 648 109 1001 618 136 156 383 531 117
is_linear=0
shrinkage=0.00209259


Tree=669
num_leaves=16
num_cat=0
split_feature=2 151 15 457 2 42 15 15 159 160 16 484 15 13 484
split_gain=11.1653 11.7601 11.7039 11.2225 13.434 6.68233 6.61669 9.28585 6.54752 6.29366 11.4673 9.15148 7.25616 4.79908 4.50131
threshold=0.13501500000000002 0.10613500000000002 -0.50173499999999993 0.079930000000000015 0.095850000000000005 0.08351500000000002 -0.035654999999999992 -0.2987999999999999 -0.46319999999999995 0.092865000000000017 0.11702000000000001 0.090115000000000015 0.084630000000000025 -0.075449999999999975 -0.15946499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 -5 7 -2 -4 11 14 12 -10 -13 -11
right_child=6 -3 3 4 -6 -7 -8 -9 9 10 -12 13 -14 -15 -16
leaf_value=-0.00098920972012803122 -0.00045759898354164811 0.0038481772439047288 0.0029906354875604479 0.00041923836195215466 -0.0014106552168318182 0.0027513341170155841 -0.0013066318339528121 0.002136603345464054 0.0010943723828743058 0.0020745714591123517 0.00029007107543423642 0.0019475702405319529 0.001735616148567834 0.0040296155015343135 0.0039151285159092141
leaf_weight=55 80 56 86 92 79 54 58 73 1251 64 53 75 802 52 87
leaf_count=55 80 56 86 92 79 54 58 73 1251 64 53 75 802 52 87
internal_value=0 0.00146109 0.00141246 0.0014615 0.000336445 0.00128218 0.000206006 0.000779791 0.00156396 0.00151247 0.00239645 0.00142972 0.0013449 0.0028005 0.0031354
internal_weight=0 2806 2750 2695 225 146 211 153 2470 2384 204 2180 2053 127 151
internal_count=3017 2806 2750 2695 225 146 211 153 2470 2384 204 2180 2053 127 151
is_linear=0
shrinkage=0.00526051


Tree=670
num_leaves=11
num_cat=0
split_feature=9 14 12 1 34 12 40 0 0 40
split_gain=16.4457 12.9688 14.0998 12.4526 10.7156 8.92864 13.129 6.9105 6.66308 6.6501
threshold=0.094575000000000006 -0.31108499999999994 -0.10468499999999999 0.13300500000000001 -0.08397499999999998 -0.084509999999999988 -0.064864999999999992 0.048595000000000006 -0.072039999999999979 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 9 -7 -8 -5 -6
right_child=-2 2 3 8 5 6 7 -9 -10 -11
leaf_value=-0.00082892312225598004 -0.0018823335612941693 0.003538751662508968 0.0036033801950100929 -0.0019638877747875298 -0.0017308602149162943 0.0038867856859819867 0.0011513758743096022 0.0023321680609410074 0.00053437074531764619 0.0010367901848599317
leaf_weight=92 53 79 58 52 52 57 2264 159 83 52
leaf_count=92 53 79 58 52 52 57 2264 159 83 52
internal_value=0 0.00119325 0.00125841 0.00119351 0.00127636 0.00122411 0.00129 0.00122888 -0.000427489 -0.000346473
internal_weight=0 2948 2856 2777 2642 2584 2480 2423 135 104
internal_count=3001 2948 2856 2777 2642 2584 2480 2423 135 104
is_linear=0
shrinkage=0.00547303


Tree=671
num_leaves=24
num_cat=0
split_feature=4 2 3 43 43 3 3 43 0 2 2 0 0 160 2 4 3 3 3 0 4 3 43
split_gain=1481.07 423.319 178.76 83.4162 76.564 81.3185 68.8695 58.4223 57.0256 39.9218 32.6505 32.2012 30.9597 63.6486 30.8829 22.0043 21.9537 21.7163 20.5639 19.604 18.1678 8.23815 6.86249
threshold=0.31392000000000003 0.13388500000000003 -0.066789999999999974 -0.049999999999999996 -0.065749999999999989 0.11745500000000002 0.31395500000000004 -0.094299999999999981 -0.14920999999999998 0.153865 0.085865000000000011 -0.10726999999999999 -0.06952499999999999 -0.021669999999999998 0.10510500000000002 -0.078249999999999986 -0.12711499999999995 0.088880000000000015 -0.015979999999999998 -0.10726999999999999 -0.42305999999999994 -0.084854999999999986 -0.083349999999999994
decision_type=2 2 2 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 18 7 10 11 -4 -1 -3 -6 -5 14 -14 16 -12 -10 -17 -2 -18 -15 -22 -9
right_child=3 9 4 6 5 -7 -8 22 12 -11 15 -13 13 20 -16 17 19 -19 -20 -21 21 -23 -24
leaf_value=0.010013720830267241 0.0017579597737315484 0.0042874241513341281 0.0070202434407000674 0.0050022828133325118 0.0085178472325257108 0.0048327616615905034 0.0011406931815572531 0.0035274560685275499 0.0093626928572449197 0.0016641070713238734 0.0081448705907411264 0.0029293843314972543 0.0047906546116936975 0.0083904331059851817 0.0063875196982057557 0.0070867029717438549 0.0065832242112508618 0.0053962700321991686 -6.511528840071023e-05 0.0079293923037790197 0.0063875210419695053 0.007450461222754369 0.0046623419473329807
leaf_weight=58 62 68 52 76 93 80 63 54 53 53 58 78 52 86 70 120 58 58 65 1413 55 120 56
leaf_count=58 62 68 52 76 93 80 63 54 53 53 58 78 52 86 70 120 58 58 65 1413 55 120 56
internal_value=0 0.007278 0.00747549 0.00228296 0.00635966 0.00688183 0.0031363 0.0050412 0.00779972 0.00313857 0.00738001 0.00395253 0.00773237 0.0070803 0.0078604 0.00693152 0.00792804 0.00653602 0.000824699 0.00787633 0.00753638 0.00711653 0.00410544
internal_weight=0 2657 2536 344 571 409 217 162 1965 121 329 154 1907 313 1594 236 1524 178 127 1471 261 175 110
internal_count=3001 2657 2536 344 571 409 217 162 1965 121 329 154 1907 313 1594 236 1524 178 127 1471 261 175 110
is_linear=0
shrinkage=0.00226508


Tree=672
num_leaves=28
num_cat=0
split_feature=3 3 43 15 15 3 49 3 43 43 3 49 0 43 11 43 133 43 15 3 0 16 0 43 16 43 15
split_gain=676.721 299.106 178.423 99.3406 70.8434 66.9751 42.576 35.9085 31.4839 27.366 27.2643 34.1061 18.2844 33.316 18.5833 15.9853 15.6434 15.7406 14.4716 14.4237 10.8216 8.93177 8.66779 6.98323 7.25457 5.19588 4.55749
threshold=-0.053364999999999996 0.3148450000000001 -0.043004999999999995 -0.24211499999999997 -0.26361999999999991 0.11745500000000002 -0.030749999999999996 -0.094004999999999991 0.0049250000000000014 -0.095314999999999983 0.088880000000000015 -1.0000000180025095e-35 -0.06952499999999999 -0.083479999999999985 1.0000000180025095e-35 -0.49922499999999997 -0.0059799999999999992 0.049545000000000006 -0.087484999999999993 0.0048000000000000013 -0.13955999999999996 -0.16956499999999999 -0.10339499999999999 -0.067269999999999983 -0.044939999999999987 0.012835000000000001 -0.015104999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 8 7 -6 10 -5 19 -12 15 -14 23 -8 22 21 -11 -4 -7 -18 -17 -15 -25 -24 -9
right_child=1 -3 5 9 6 20 12 26 -10 18 11 -13 13 14 -16 16 17 -19 -20 -21 -22 -23 25 24 -26 -27 -28
leaf_value=0.0041710683174968856 0.001690624401681842 0.0010777348228346848 0.006401032758109256 0.0053475994935346695 0.004519131320301616 0.0038645031438486539 0.0077263121526287238 0.0066384594228830222 0.0048358031012595594 0.0029895766326956588 0.0046990857841513892 0.0067426654688821207 0.0049608010657287748 0.0067707435441514818 0.0074235717548920164 0.0076411191766437509 0.0057914227826942966 0.0056154019786304353 0.0043799144473708369 0.0078890835974297913 0.0050010507576806586 0.006605218183379731 0.0069441786052522915 0.0064011020829135125 0.0055326052071355408 0.0064982764716402814 0.005840708093976377
leaf_weight=55 87 103 52 65 77 77 56 66 67 57 62 71 74 62 65 57 59 80 65 54 61 808 358 79 78 153 53
leaf_count=55 87 103 52 65 77 77 56 66 67 57 62 71 74 62 65 57 59 80 65 54 61 808 358 79 78 153 53
internal_value=0 0.0042833 0.00474312 0.00346658 0.0064259 0.00553085 0.00648425 0.00559037 0.00605563 0.00429271 0.0063975 0.00579018 0.00657506 0.00616406 0.00647751 0.00666871 0.0066296 0.00647095 0.00373051 0.0071593 0.00436705 0.00654986 0.00689408 0.00619662 0.00596976 0.00681071 0.00628334
internal_weight=0 821 718 274 2180 444 2125 196 306 187 239 133 1929 358 284 1571 1515 947 122 106 138 867 568 219 157 511 119
internal_count=3001 821 718 274 2180 444 2125 196 306 187 239 133 1929 358 284 1571 1515 947 122 106 138 867 568 219 157 511 119
is_linear=0
shrinkage=0.00201133


Tree=673
num_leaves=30
num_cat=0
split_feature=2 12 2 2 2 12 0 0 12 2 0 2 42 14 43 0 51 12 0 2 43 42 401 43 43 52 42 43 401
split_gain=1190.53 639.7 153.066 150.376 226.617 69.5976 62.7185 40.7007 40.3332 40.2738 42.7765 34.6152 38.3664 29.8361 29.4857 26.933 23.275 17.6646 14.4718 12.0044 10.3534 10.1861 8.1979 6.5522 5.72539 4.79379 4.36885 2.21492 2.11082
threshold=0.13270000000000001 0.056995000000000011 0.16730000000000003 -1.0000000180025095e-35 0.10633000000000002 0.099035000000000026 -0.074504999999999988 -0.12368999999999998 -0.082039999999999988 0.10179000000000001 -0.084114999999999981 0.080495000000000011 -1.0000000180025095e-35 0.073890000000000011 -0.077134999999999995 -0.18713499999999997 -0.09193999999999998 0.091290000000000024 -0.06612999999999998 0.092250000000000013 -0.23287499999999997 0.095215000000000008 0.080710000000000018 -1.0000000180025095e-35 -0.053234999999999998 -0.53299999999999992 -0.086109999999999978 0.00042000000000000007 0.098515000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 8 14 9 -2 15 -1 13 -11 12 -7 17 -5 -6 -16 22 26 -18 -13 -8 23 -3 -22 -12 -19 -26 -24
right_child=2 5 -4 4 7 11 21 -9 -10 10 25 20 -14 -15 16 -17 19 18 -20 -21 24 -23 28 -25 27 -27 -28 -29 -30
leaf_value=0.0015501286528699664 0.00075153216780061711 0.0075440736853917209 -0.0011988676481886457 0.0050962773732451533 0.0035846949750253246 0.0067406823016682733 0.0043480518896838148 0.0047402546406924186 0.0038575053875448775 0.0045660858435529611 0.007479955676900193 0.0075909513247135758 0.0041781931948092158 0.0089732744136308135 0.0080844093248952555 0.001513753872047541 0.0069332266104956339 0.0076920279519765841 0.0059250698246572989 0.0056466155583718841 0.0059276856096290272 0.0029535053083824324 0.008404137661145861 0.0070499404712943093 0.0071043286690254817 0.0065974550985661582 0.007032528555660271 0.0065248823967152449 0.0077872925803556389
leaf_weight=86 61 767 81 62 64 52 52 65 71 52 59 55 71 62 59 65 92 63 58 63 66 56 58 170 54 70 309 98 60
leaf_count=86 61 767 81 62 64 52 52 65 71 52 59 55 71 62 59 65 92 63 58 63 66 56 58 170 54 70 309 98 60
internal_value=0 0.00652379 0.00136102 0.00451334 0.00515451 0.00711726 0.00258809 0.00327824 0.00259375 0.00731362 0.00630179 0.00626033 0.00526172 0.00743199 0.00647325 0.00254139 0.00687207 0.00736762 0.00697989 0.00641044 0.00671016 0.00362518 0.00752563 0.00745445 0.00648783 0.00700127 0.00714428 0.0067309 0.00809069
internal_weight=0 2751 250 627 470 2124 169 194 157 1728 181 396 123 1547 276 129 214 1485 430 155 273 108 1055 937 218 129 372 152 118
internal_count=3001 2751 250 627 470 2124 169 194 157 1728 181 396 123 1547 276 129 214 1485 430 155 273 108 1055 937 218 129 372 152 118
is_linear=0
shrinkage=0.00226508


Tree=674
num_leaves=25
num_cat=0
split_feature=1 447 15 15 13 2 156 42 13 15 2 51 13 13 13 15 13 13 1454 2 51 13 2 50
split_gain=23.9581 11.5 7.83288 9.76418 6.05055 8.34923 6.8643 7.75624 9.32633 9.11036 6.87462 6.8413 7.54054 6.57425 7.70239 10.0383 5.9511 5.90025 5.59884 4.57524 4.09777 2.54882 1.76258 1.55889
threshold=0.13074500000000003 0.091025000000000009 -0.2987999999999999 -0.43587999999999999 0.26379000000000002 0.10384 0.11696000000000002 0.078120000000000009 0.05889500000000001 -0.048464999999999994 0.11218000000000002 0.078960000000000016 -0.0023899999999999993 -0.0029949999999999998 -0.09547499999999999 -0.090699999999999989 -0.041479999999999996 0.060680000000000005 0.08141000000000001 0.083185000000000023 0.092520000000000005 0.15415000000000004 0.11917500000000002 0.09696500000000001
decision_type=2 2 2 2 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 10 22 -7 13 20 14 15 -1 -4 19 -16 -15 -13 -19 -9 -22
right_child=2 -3 16 -5 -6 6 -8 9 -10 -11 -12 12 -14 17 18 -17 -18 21 -20 -21 23 -23 -24 -25
leaf_value=0.0060297674963290847 0.00043082898299046091 -0.00092490246103902522 -0.00023851063722889009 -0.0032688426548243749 0.0041373480847520022 -0.00033577293102496732 0.0034403140452201439 0.0002260178550086678 -0.0019249446097618507 0.0038766286892447477 0.0020047571766628552 0.00088703559891226765 -7.4727237583024222e-05 0.005166296615797086 0.0022277855535797484 0.0025154340923756518 0.0026840165608229237 0.0014570433166886888 -8.9550782931798378e-06 0.0032784559583872242 0.0037331360701946081 0.0032787379467368182 0.0018528401208729583 0.0021882045485087393
leaf_weight=54 77 52 61 54 73 92 69 62 57 84 142 66 98 83 1150 110 63 86 52 185 59 57 57 58
leaf_count=54 77 52 61 54 73 92 69 62 57 84 142 66 98 83 1150 110 63 86 52 185 59 57 57 58
internal_value=0 0.00218174 4.36431e-05 -0.00109368 0.00224173 0.0021889 0.00146865 0.00119311 0.000494571 0.00219411 0.00108424 0.00238591 0.00141802 0.00253892 0.00231615 0.00367303 0.00124575 0.00327914 0.00213096 0.00386339 0.0022178 0.00218367 0.00100585 0.00296788
internal_weight=0 2746 255 131 2694 2621 563 494 291 203 234 2058 281 1777 1366 164 124 411 1202 268 183 143 119 117
internal_count=3001 2746 255 131 2694 2621 563 494 291 203 234 2058 281 1777 1366 164 124 411 1202 268 183 143 119 117
is_linear=0
shrinkage=0.0066716


Tree=675
num_leaves=19
num_cat=0
split_feature=4 40 40 48 457 11 0 4 4 0 4 10 124 4 10 0 42 4
split_gain=1069.2 265.161 139.503 73.1804 66.223 58.5037 52.1608 72.5006 55.7078 53.8623 47.022 41.2035 28.9476 24.7843 24.0535 20.7207 9.40891 7.13951
threshold=0.31392000000000003 -0.034699999999999988 0.0023950000000000004 0.094910000000000008 0.11129500000000002 1.0000000180025095e-35 -0.063204999999999983 -0.47860499999999995 -0.14088999999999999 -0.10071499999999999 -0.0023699999999999997 -1.0000000180025095e-35 -0.082024999999999987 0.020110000000000006 0.057650000000000007 -0.10934999999999999 0.086375000000000021 0.50291500000000011
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 12 5 6 9 -8 -9 10 -3 -2 -1 -11 16 -7 17 -13
right_child=11 2 -4 -5 -6 15 7 8 -10 13 -12 14 -14 -15 -16 -17 -18 -19
leaf_value=0.0050873857201111537 0.0016677932825293368 0.0057444856890240103 0.0043393181536197836 0.0031169271996721228 0.0055314183130844609 0.010410296858756839 0.0089546726354644904 0.0045847586249300274 0.0071399641515115849 0.0083392833103167613 0.0077844024818838281 0.0049124573465120728 0.0070664818247658081 0.007411454920609589 0.0023753719058171637 0.0086967730218552985 0.0033667205400903272 0.0038900835818429114
leaf_weight=75 62 84 55 59 55 63 74 64 139 1453 188 71 77 165 54 86 66 70
leaf_count=75 62 84 55 59 55 63 74 64 139 1453 188 71 77 165 54 86 66 70
internal_value=0 0.00769471 0.00790656 0.00525886 0.00798929 0.00804765 0.00795318 0.00703456 0.0063345 0.0080878 0.00715452 0.00332837 0.00609011 0.00824468 0.00372275 0.00942145 0.00407412 0.00440507
internal_weight=0 2637 2426 211 2371 2316 2167 277 203 1890 272 323 152 1618 261 149 207 141
internal_count=2960 2637 2426 211 2371 2316 2167 277 203 1890 272 323 152 1618 261 149 207 141
is_linear=0
shrinkage=0.00226508


Tree=676
num_leaves=16
num_cat=0
split_feature=2 2 34 4 51 51 475 160 4 4 2 12 10 12 158
split_gain=24.538 19.906 7.80641 10.9287 6.35501 8.00801 7.92158 7.61674 7.16189 6.79621 6.77986 6.16019 5.73297 7.55108 4.50208
threshold=0.13881000000000002 -1.0000000180025095e-35 -0.082914999999999989 0.41377500000000006 -0.17370999999999998 -0.095799999999999982 -0.086279999999999982 -0.5407249999999999 0.028075000000000006 -0.17568999999999999 0.093070000000000014 -0.093719999999999984 -0.093904999999999988 -0.041014999999999989 0.091505000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 8 9 -7 -8 -3 -6 14 -12 -2 -14 -9
right_child=12 4 3 -5 5 6 7 10 -10 -11 11 -13 13 -15 -16
leaf_value=0.0017785496151039586 0.0015691879927245908 0.0053171830523988522 -0.0030247717638893197 0.0013552300800849322 0.0025058293512349385 0.0047137402793076778 0.0046952334042474871 0.0024891807086725904 0.0024480548167756695 -0.00090353919632961746 -0.00037833405601619312 0.0019501271831254417 -0.0032923669494038551 0.00018002655521531298 0.0040893958363322335
leaf_weight=88 57 84 66 54 54 79 72 1271 99 70 65 664 53 85 99
leaf_count=88 57 84 66 54 54 79 72 1271 99 70 65 664 53 85 99
internal_value=0 0.00229328 0.000144519 -0.00105313 0.00246804 0.002368 0.00246647 0.00238466 0.00376545 0.000580564 0.00230537 0.00174241 -0.000356899 -0.00115302 0.00260487
internal_weight=0 2765 208 120 2557 2374 2250 2171 183 124 2099 729 195 138 1370
internal_count=2960 2765 208 120 2557 2374 2250 2171 183 124 2099 729 195 138 1370
is_linear=0
shrinkage=0.00722155


Tree=677
num_leaves=17
num_cat=0
split_feature=3 16 132 3 133 1 106 3 3 16 1 159 4 4 1213 132
split_gain=19.717 10.6853 9.79684 14.6795 12.9203 11.2907 10.7911 9.2457 7.68413 7.02566 7.39554 5.26792 2.63544 2.8959 1.67528 1.52992
threshold=0.28833000000000003 -0.20132999999999998 0.083010000000000014 -0.23098999999999997 -0.0062099999999999994 0.099025000000000016 0.016925000000000006 -0.095554999999999987 0.12955000000000003 -0.53242499999999993 0.10331000000000003 0.085345000000000018 0.052250000000000012 -0.0005399999999999999 0.087020000000000014 0.11603000000000001
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 7 8 -4 9 -6 -11 12 13 14 -5 -9
right_child=1 -3 5 4 6 -7 -8 15 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=0.0036113047070327081 0.0011859158253507284 -0.0020084434048227777 -0.00092479428634936126 0.0018307007790035429 0.002994888467212296 -0.001643493442944944 -0.0012206716413513451 0.0022309478467004333 0.0031627445005724592 0.0013198519954100933 0.00036591837585347596 0.0037449899903153625 0.0011106106097031063 0.0032555984861071942 0.0027879223636284155 0.0010781423999175702
leaf_weight=98 52 79 52 392 64 61 53 86 63 1334 298 54 93 59 64 58
leaf_count=98 52 79 52 392 64 61 53 86 63 1334 298 54 93 59 64 58
internal_value=0 -0.000740007 0.00143162 0.00153343 0.0014511 0.000412424 0.00121196 0.00105257 0.00128529 0.00121552 0.0011457 0.00210558 0.00195988 0.00211312 0.00196518 0.00176703
internal_weight=0 131 2829 2572 2474 257 1812 196 1759 1696 1632 662 608 515 456 144
internal_count=2960 131 2829 2572 2474 257 1812 196 1759 1696 1632 662 608 515 456 144
is_linear=0
shrinkage=0.00547303


Tree=678
num_leaves=26
num_cat=0
split_feature=1 0 4 34 131 42 15 52 16 52 4 16 52 0 52 132 133 0 16 43 52 52 133 4 42
split_gain=11.6464 15.0629 13.2128 13.2885 15.6987 15.4723 12.6717 26.6464 12.1627 10.4881 8.49787 24.2236 6.61771 6.50595 4.69215 4.41467 3.57952 4.14619 3.45251 2.59285 2.45069 1.62855 1.52858 1.81801 1.25616
threshold=0.095920000000000019 -0.14259999999999998 -0.14994999999999997 -0.028269999999999997 0.089305000000000009 0.090645000000000017 -0.024929999999999997 -1.0000000180025095e-35 0.044620000000000007 0.12484500000000003 -0.12685999999999997 0.10134000000000001 0.51371000000000011 -0.06612999999999998 0.0049050000000000005 -0.014634999999999999 0.11524500000000001 -0.061204999999999989 -0.16956499999999999 -0.076024999999999995 -0.23815499999999998 0.090300000000000005 0.16203500000000001 -0.081664999999999988 -0.069929999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 20 -4 6 -6 8 -8 9 13 11 -3 15 -5 -1 21 17 18 -17 -7 -2 24 -18 -24 -12
right_child=2 10 3 4 5 19 7 -9 -10 -11 12 -13 -14 -15 -16 16 22 -19 -20 -21 -22 -23 23 -25 -26
leaf_value=0.0043448850088542539 0.0018227136293504699 -0.0032220105234393322 -0.0021840464901107886 0.00024919044829703799 0.0051534210251009561 -6.2175314632044261e-05 0.0015960216229198502 -0.0046277746791460721 0.0034070380281900612 0.0026926202028114124 0.0029058236906509757 0.0020151931743048034 -0.00064082363933356775 -0.0019715904279383814 0.0021210904951672114 0.00027924895147191228 -0.00016834990293743683 -3.3988122916542451e-05 0.0017892833667320592 0.0019520439493817922 0.0036498803198243999 0.0034778450832666785 0.0019520594122480917 0.00065860751891739556 0.0016764560949162415
leaf_weight=96 69 60 76 211 55 52 52 62 56 57 56 92 56 73 66 66 53 59 1132 53 54 52 64 149 89
leaf_count=96 69 60 76 211 55 52 52 62 56 57 56 92 56 73 66 66 53 59 1132 53 54 52 64 149 89
internal_value=0 0.00156098 0.000677862 0.000357084 0.000645004 0.0023979 9.60198e-05 -0.00178825 0.000637267 0.000182207 0.00140312 -5.16737e-05 0.00152767 -0.000321403 0.00343932 0.00159831 0.00148136 0.00162442 0.00170615 0.000953874 0.00262544 0.00250211 0.000805044 0.00104757 0.00215172
internal_weight=0 2090 870 747 671 160 511 114 397 341 1928 152 1776 284 162 1720 1523 1257 1198 105 123 197 266 213 145
internal_count=2960 2090 870 747 671 160 511 114 397 341 1928 152 1776 284 162 1720 1523 1257 1198 105 123 197 266 213 145
is_linear=0
shrinkage=0.00641253


Tree=679
num_leaves=28
num_cat=0
split_feature=1 3 1 2 4 52 14 2 2 2 2 1 3 15 2 13 15 3 2 133 50 15 15 52 3 13 13
split_gain=1358.05 207.454 166.149 96.5777 76.5727 92.6497 73.7466 68.4358 62.3672 60.3318 53.1811 26.1111 31.144 23.2746 22.0485 19.213 11.8199 10.2034 9.78032 9.32814 8.43291 9.66024 29.1438 7.83268 6.29661 5.6169 1.56241
threshold=0.10921500000000002 -0.049204999999999992 0.095920000000000019 0.11543500000000002 -0.16523499999999997 0.25544500000000009 0.073890000000000011 0.14253500000000002 0.093070000000000014 -1.0000000180025095e-35 0.095850000000000005 0.080320000000000016 -0.090789999999999996 -0.077474999999999988 0.12750000000000003 -0.066634999999999986 -0.24511999999999998 -0.11266 0.086115000000000011 0.075180000000000011 -0.14660499999999996 0.039965000000000007 -0.011959999999999998 0.11667000000000001 -0.075154999999999986 -0.093619999999999995 -0.079369999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 15 -4 10 8 9 11 -3 -6 17 -13 26 20 -2 -9 -1 19 -14 -10 22 -22 25 -23 -19 -11
right_child=1 7 4 -5 5 -7 -8 16 14 13 -12 12 18 -15 -16 -17 -18 23 -20 -21 21 24 -24 -25 -26 -27 -28
leaf_value=0.0088876474492246942 0.0077461782057543166 0.001352085389185991 0.0078607641302775155 0.0033113382646881404 0.005605822814913221 0.0077471585869691986 0.009775766623194888 0.0014825684332311422 0.0078516161480153661 0.0033177301222999966 0.0031855846557757805 0.005593362603384118 0.0078364732551882386 0.0048084986171714091 0.0053962542594843529 0.0057568811386462387 -6.0010160760258665e-05 0.0086648619088247458 0.0065782026915993455 0.0068884059873638003 0.0070352292442749749 0.007797551623701415 0.005446449912777129 0.0071416868089149805 0.0068786663061900606 0.0078894709681878571 0.0027612454922201169
leaf_weight=57 52 88 72 75 97 57 76 53 53 58 97 53 261 64 52 52 53 54 55 71 260 82 81 72 79 784 52
leaf_count=57 52 88 72 75 97 57 76 53 53 58 97 53 261 64 52 52 53 54 55 71 260 82 81 72 79 784 52
internal_value=0 0.00327019 0.00730224 0.00531038 0.00575976 0.00515699 0.00754061 0.00227775 0.00745625 0.00291151 0.00439583 0.00772343 0.00725618 0.00370004 0.0068369 0.00675177 0.000711046 0.00793601 0.00748384 0.0076338 0.00697184 0.0068789 0.00665791 0.00787637 0.00734682 0.00793947 0.00305489
internal_weight=0 547 2413 179 323 251 2090 368 2014 262 194 1407 440 174 607 104 106 967 387 332 555 502 341 910 161 838 110
internal_count=2960 547 2413 179 323 251 2090 368 2014 262 194 1407 440 174 607 104 106 967 387 332 555 502 341 910 161 838 110
is_linear=0
shrinkage=0.00231039


Tree=680
num_leaves=26
num_cat=0
split_feature=4 12 3 3 12 4 15 3 52 52 12 15 16 4 4 484 3 3 457 4 4 16 52 12 12
split_gain=1063.46 354.783 140.062 107.871 81.571 68.7243 84.5077 61.3752 60.1552 90.8272 50.8014 29.7402 38.6573 27.1667 16.9514 19.5152 12.6152 12.1352 9.81193 11.6112 9.47113 7.29261 6.3351 4.99108 3.57372
threshold=0.31392000000000003 0.056995000000000011 0.28833000000000003 -0.0024599999999999995 0.13936000000000001 -0.082619999999999985 -0.035654999999999992 -0.082634999999999986 -0.031059999999999997 -0.087604999999999988 0.091585000000000014 -0.46483499999999994 -0.4136149999999999 0.62207500000000004 0.053925000000000008 0.057010000000000005 -0.14186499999999996 -0.13117499999999996 0.067035000000000011 0.054720000000000012 0.024470000000000002 -0.052894999999999991 0.013340000000000001 0.086730000000000015 0.096510000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 10 -5 20 -2 9 -1 16 13 -13 -9 15 17 -3 -12 19 23 -7 -19 -10 -18 -16
right_child=7 4 -4 5 -6 6 -8 11 22 -11 14 12 -14 -15 24 -17 18 21 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0050045542748447846 0.0037495188799843192 0.0075709018112444446 0.0017865536384419542 0.0074182418856891851 0.0040177126942781225 0.0067327093793249377 0.0031433595854583143 0.0036260025553372837 0.0046743423853203674 0.0015267406407316209 0.0071488570326911473 0.0019402779211709898 -0.00025902310525365935 0.0015567004574951629 0.0059750446004357997 0.0051445640293619581 0.0070514906756108369 0.0065203473247739683 0.0059722475510532273 0.0061461831805669472 0.0055578564464029709 0.0060392454935563767 0.0056729821384028855 0.0067522656420101052 0.0053021873375740129
leaf_weight=57 86 93 63 88 54 63 57 52 56 71 84 92 53 55 53 55 461 304 60 96 54 239 52 492 93
leaf_count=57 86 93 63 88 54 63 57 52 56 71 84 92 53 55 53 55 461 304 60 96 54 239 52 492 93
internal_value=0 0.00611748 0.00466917 0.0050338 0.00650735 0.00594018 0.00519253 0.00225281 0.00402747 0.00307563 0.00657356 0.00174194 0.00113624 0.00256255 0.00618226 0.00631831 0.0068431 0.00642123 0.00678204 0.00682834 0.00619066 0.00630863 0.00515537 0.00689703 0.00554659
internal_weight=0 2645 561 498 2084 262 174 338 236 128 2030 252 145 107 828 682 1202 627 1109 1049 117 543 108 953 146
internal_count=2983 2645 561 498 2084 262 174 338 236 128 2030 252 145 107 828 682 1202 627 1109 1049 117 543 108 953 146
is_linear=0
shrinkage=0.00205156


Tree=681
num_leaves=30
num_cat=0
split_feature=3 3 43 0 39 16 3 43 0 14 16 16 3 472 16 16 43 0 0 156 43 16 16 0 16 3 3 3 43
split_gain=1250.68 367.623 305.3 166.551 98.6253 98.5565 86.9257 72.4996 60.1054 59.9548 56.5589 51.4946 46.2168 32.6734 27.2861 26.0878 23.5175 17.9676 17.6076 16.8652 16.7519 11.1538 10.9003 10.7658 6.98896 6.37907 4.56573 3.4077 3.32074
threshold=-0.053364999999999996 0.28833000000000003 -0.033049999999999989 -0.063819999999999988 0.089030000000000012 0.08215500000000002 0.11391500000000002 0.0049250000000000014 -0.10462499999999998 0.073890000000000011 -0.13800499999999996 -0.50790499999999994 -0.10859999999999999 -0.005834999999999999 0.39813000000000004 0.0060400000000000011 -0.08756499999999999 -0.14867499999999997 -0.10071499999999999 0.089540000000000022 -0.066724999999999993 -0.082119999999999985 -0.28430999999999995 -0.075134999999999993 0.46043000000000006 -0.076004999999999975 0.081495000000000012 -0.082394999999999982 0.021175000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 9 16 12 7 19 -3 11 -6 -1 -5 -7 -15 18 -2 -8 22 21 24 -4 -13 25 27 -20 -23 -17 -25
right_child=1 8 6 5 10 13 17 -9 -10 -11 -12 15 -14 14 -16 20 -18 -19 23 -21 -22 26 -24 28 -26 -27 -28 -29 -30
leaf_value=0.0042694593461709233 0.0043831297368984064 0.0013333968870018584 0.0049262994305320877 0.0025821901582555578 -0.00024872675000409979 0.0069200456669578306 0.0025111199422277312 0.0036611912617805498 -0.0013348705709495901 0.0079855465212986601 0.0021655224762799101 0.0062242405699702167 0.0048886491447638764 0.0040063344702078044 0.0057376425677221846 0.006394552101916375 0.0027446441878374488 0.0040635697308537 0.006493057632311441 0.0067950410175529581 0.0047798665404417693 0.0055206950327546652 0.0050067623876532989 0.0056516155301637771 0.0052982199383338965 0.0059786498368789584 0.0062973410504257761 0.0058576477534164522 0.0062334112322688503
leaf_weight=53 53 74 66 84 65 52 53 75 55 69 82 52 53 52 99 82 86 59 1024 54 61 55 59 88 53 100 60 100 65
leaf_count=53 53 74 66 84 65 52 53 75 55 69 82 52 53 52 99 82 86 59 1024 54 61 55 59 88 53 100 60 100 65
internal_value=0 0.00319731 0.0037442 0.00598352 0.002202 0.00474201 0.00478934 0.00531683 0.000195603 0.00621724 0.00109786 0.00614699 0.00347462 0.00559724 0.00514157 0.00620606 0.00336954 0.00332911 0.00631731 0.00584514 0.00568432 0.00556163 0.0055773 0.00638162 0.005919 0.00644731 0.00592608 0.00609966 0.00589892
internal_weight=0 837 708 2146 286 340 422 310 129 1806 147 1737 137 203 151 1684 139 112 1388 235 296 181 111 1277 235 1124 115 182 153
internal_count=2983 837 708 2146 286 340 422 310 129 1806 147 1737 137 203 151 1684 139 112 1388 235 296 181 111 1277 235 1124 115 182 153
is_linear=0
shrinkage=0.00193323


Tree=682
num_leaves=28
num_cat=0
split_feature=4 2 3 150 2 13 11 150 4 13 16 49 3 2 2 49 4 13 49 3 475 4 3 16 16 4 401
split_gain=1028.94 301.174 140.515 90.1296 71.3892 50.4987 45.9215 43.6023 36.9525 36.1869 30.906 30.5434 27.691 24.8136 23.7542 22.9339 35.2136 15.7176 17.4257 12.2277 7.55302 5.72411 5.54671 5.33601 4.26993 3.79036 2.51667
threshold=0.31392000000000003 0.13388500000000003 -0.046079999999999989 0.082965000000000025 0.13913500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.081245000000000026 -9.4999999999999992e-05 0.036560000000000002 0.024125000000000004 -0.081324999999999995 -0.073159999999999989 0.15305000000000002 0.090020000000000017 0.036605000000000006 -0.15615999999999999 -0.053249999999999999 0.077505000000000018 -0.08867499999999999 -0.075554999999999983 -0.032169999999999997 -0.081184999999999993 -0.4136149999999999 -0.085454999999999989 0.00023500000000000005 0.083100000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 7 8 10 12 -4 -8 14 -5 -2 -3 24 16 -7 20 -19 -16 -12 -22 -21 -14 26 -26 -1
right_child=4 13 3 11 -6 15 9 -9 -10 -11 17 -13 23 -15 19 -17 -18 18 -20 22 21 -23 -24 -25 25 -27 -28
leaf_value=0.0064900241925428112 0.0035795522240658398 0.0036821444993341613 0.00383433397625949 0.0045107136443971177 0.00082314086253797776 0.0069506142297830146 0.0080841651390401118 0.0042158443160999932 0.0057053493010980451 0.0063795323695040578 0.0064886231430033329 0.0026347177871577231 0.0022571679367936102 0.0019417383682862346 0.0052358055604740114 0.0072768507898248206 0.0050865088554796264 0.0043348131948920919 0.0058346049296480575 0.0064369209258594261 0.0060076123408987527 0.005352036067746346 0.0058795423687142004 0.0014979602047127123 0.0063560028348915712 0.0058293391224219886 0.0068916876144130904
leaf_weight=275 52 68 78 74 83 60 80 63 74 102 60 54 85 52 88 52 93 59 53 90 109 87 233 55 677 54 73
leaf_count=275 52 68 78 74 83 60 80 63 74 102 60 54 85 52 88 52 93 59 53 90 109 87 233 55 677 54 73
internal_value=0 0.00586219 0.00600162 0.00508442 0.00235025 0.00557376 0.00621967 0.00284723 0.00474536 0.00712893 0.00613059 0.00371944 0.00239804 0.00292814 0.0062522 0.0061879 0.00581766 0.00563816 0.00504472 0.00586386 0.00589771 0.00571672 0.00603491 0.00195905 0.0064001 0.00631713 0.00657434
internal_weight=0 2645 2525 485 338 357 2040 255 152 182 1858 128 192 120 1490 205 153 368 112 411 256 196 323 140 1079 731 348
internal_count=2983 2645 2525 485 338 357 2040 255 152 182 1858 128 192 120 1490 205 153 368 112 411 256 196 323 140 1079 731 348
is_linear=0
shrinkage=0.00189532


Tree=683
num_leaves=17
num_cat=0
split_feature=1 15 3 15 43 151 1 3 43 12 151 1444 3 3 43 43
split_gain=24.7194 10.2708 11.8431 9.18336 11.5937 9.81146 21.7664 8.52567 9.30464 12.577 6.98005 6.76188 6.55256 6.33197 2.43677 1.82118
threshold=0.11883500000000001 -0.45371999999999996 0.11391500000000002 -0.14051999999999998 -0.50775499999999985 -0.086654999999999982 0.093170000000000017 -0.049204999999999992 -0.070104999999999987 -0.087384999999999977 -0.083559999999999982 -0.069054999999999991 -0.094004999999999991 0.143375 -0.077034999999999978 -0.084984999999999991
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 6 15 -2 -9 -10 -7 -12 -3 -11 -14 -6
right_child=7 2 -4 4 5 10 -8 8 9 13 11 -13 14 -15 -16 -17
leaf_value=-0.00016844219775836644 0.0017851931627690261 0.0045726121954238093 0.00027653768659984099 -0.00034931719919251451 0.0027418030206248657 0.003553339203992601 -0.0018218269461545698 -0.0012005991238206338 0.002496808466985878 0.00088975628202846006 0.0037625645984477288 0.0019829918157491678 0.0016947659000861462 -0.0014788069258999225 0.0030950522324602156 0.0014662596032233174
leaf_weight=57 98 53 99 53 52 77 52 92 64 57 54 1937 54 54 71 59
leaf_count=57 98 53 99 53 52 77 52 92 64 57 54 1937 54 54 71 59
internal_value=0 0.00191189 0.00195821 0.00202581 0.00194124 0.00199567 0.000824221 0.000534658 7.54616e-05 0.000746607 0.00208798 0.00203128 0.00311079 -0.000262041 0.00249055 0.00206429
internal_weight=0 2618 2561 2462 2284 2231 163 365 267 175 2068 1991 178 111 125 111
internal_count=2983 2618 2561 2462 2284 2231 163 365 267 175 2068 1991 178 111 125 111
is_linear=0
shrinkage=0.00495709


Tree=684
num_leaves=21
num_cat=0
split_feature=2 14 4 13 13 14 51 13 457 3 51 4 13 49 4 3 4 4 43 13
split_gain=17.3113 14.8197 9.84625 9.57875 10.327 8.96377 7.51953 11.5301 8.7978 10.0923 17.2458 6.82071 9.56556 5.43151 5.08636 4.41398 9.1832 3.85594 3.79548 2.41107
threshold=0.11504500000000002 0.073890000000000011 0.26546000000000003 -0.14847499999999997 0.0044550000000000006 -0.41128499999999996 0.11178000000000002 -0.0023899999999999993 0.062030000000000009 -0.14326499999999995 -0.055414999999999992 0.054720000000000012 -0.014114999999999997 -0.045589999999999992 0.052250000000000012 0.09722500000000002 -0.14088999999999999 0.42642000000000008 -0.015924999999999998 -0.081299999999999983
decision_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 14 -4 8 -8 9 10 -1 15 17 18 -5 16 -11 -13 -10 -7
right_child=2 -3 5 4 -6 19 7 -9 13 11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0011035424668587701 -0.00083363731583256109 0.0043506256474674819 0.0016820796397898987 0.0021406625381816232 0.00029264789886144404 -0.00026139188358716896 0.0019902491889354662 -0.0017144863285974764 0.00087104601943810401 -3.6409601477723473e-05 0.005612031529444084 0.0014731693390753365 -0.00037409276026446859 0.0020805764151879827 0.0046731595461179977 0.0037376322126132146 0.002201935424794469 0.0033587306939734793 -0.0013079039144174571 -0.0019095918484467705
leaf_weight=55 53 98 58 72 74 59 78 54 73 73 78 200 102 73 52 65 1483 52 52 79
leaf_count=55 53 98 58 72 74 59 78 54 73 73 78 200 102 73 52 65 1483 52 52 79
internal_value=0 0.00200005 0.000684309 0.00149271 0.00211576 -0.000350608 0.00190554 0.000474177 0.00198744 0.00210414 0.00374811 0.00199339 0.00121788 0.000744735 0.00320321 0.00216271 0.00209688 0.00186251 -3.48708e-05 -0.0012054
internal_weight=0 2536 447 251 198 196 2438 132 2306 2108 133 1975 354 198 124 1621 1556 252 125 138
internal_count=2983 2536 447 251 198 196 2438 132 2306 2108 133 1975 354 198 124 1621 1556 252 125 138
is_linear=0
shrinkage=0.00616352


Tree=685
num_leaves=22
num_cat=0
split_feature=1 1 12 12 1 10 4 147 12 14 4 16 12 4 12 16 1 43 4 16 12
split_gain=930.15 214.052 136.861 66.9451 79.1462 39.1557 36.1275 32.0444 30.8252 31.6329 27.794 21.3308 17.4849 31.2831 24.3707 12.9587 23.3818 20.1222 12.2787 9.38826 7.27986
threshold=0.10509 0.13546500000000003 0.087255000000000013 -1.0000000180025095e-35 0.09258000000000001 -0.020369999999999996 0.50541500000000006 0.087170000000000011 0.11755500000000001 0.073890000000000011 0.24099500000000004 0.022165000000000004 0.056995000000000011 -0.17568999999999999 0.088295000000000012 -0.5103049999999999 0.11215000000000001 -1.0000000180025095e-35 -0.085594999999999991 0.0054050000000000009 0.096590000000000023
decision_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 11 4 -1 -3 -7 8 9 12 20 15 13 -5 18 -2 -17 -18 -14 -16 -4
right_child=1 5 10 7 -6 6 -8 -9 -10 -11 -12 -13 14 -15 19 16 17 -19 -20 -21 -22
leaf_value=0.0061612277159724229 0.0037421289677373039 -0.00019494920694347818 0.0069071066246205451 0.0069136137541797585 0.0031203352514310202 0.0031535183718080098 0.00093253299584550797 0.0050020772994578558 0.0050984831438181596 0.0078291479771368973 0.0044191764214516647 0.0043539086168358299 0.0073637847809826266 0.0049768232651128978 0.006401227185467118 0.0014672427322716419 0.002341598995215625 0.0041933905910826619 0.0066532833060873164 0.0059281819435442126 0.0058095775557648541
leaf_weight=103 71 52 52 66 67 68 71 77 79 80 55 67 142 99 702 55 60 52 631 280 65
leaf_count=103 71 52 52 66 67 68 71 77 79 80 55 67 142 99 702 55 60 52 631 280 65
internal_value=0 0.00336407 0.00414395 0.00627885 0.0049629 0.00141629 0.00201923 0.0063826 0.00643372 0.00648645 0.00569705 0.00326802 0.0064305 0.00575168 0.0064943 0.00296223 0.00263052 0.00320157 0.00678383 0.00626637 0.00629757
internal_weight=0 668 477 2326 170 191 139 2156 2079 2000 172 305 1920 165 1755 238 167 112 773 982 117
internal_count=2994 668 477 2326 170 191 139 2156 2079 2000 172 305 1920 165 1755 238 167 112 773 982 117
is_linear=0
shrinkage=0.00217713


Tree=686
num_leaves=18
num_cat=0
split_feature=10 10 15 151 15 457 147 151 482 16 43 151 16 43 15 42 401
split_gain=24.1576 20.1983 9.80064 9.89551 9.69389 8.67054 6.28816 7.1591 6.07016 5.20914 5.06869 4.40023 3.9241 3.15187 6.66077 2.60343 2.2939
threshold=-0.089679999999999982 0.057650000000000007 0.021950000000000001 -0.23315499999999997 0.080895000000000009 0.099210000000000007 0.089090000000000016 -0.085989999999999983 0.093375000000000027 0.057265000000000003 0.0049250000000000014 -0.089594999999999994 -0.091354999999999978 0.090280000000000013 0.090545000000000014 -0.045589999999999992 0.086655000000000024
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 -4 6 7 11 -9 10 12 -5 -6 14 -12 -15 -14
right_child=1 -3 4 5 9 -7 -8 8 -10 -11 13 -13 16 15 -16 -17 -18
leaf_value=-0.0015060809394373833 0.0032507142110854521 -0.0012125872552517392 0.0042662596485454705 0.00085253766255757131 0.0033301534107280056 -0.0010525053781193661 0.0031186788267609867 0.001265175340255738 0.002854424385801674 0.00058247217475647177 -0.0008224997591843176 -0.001233984187490472 0.001925788689424662 0.0011840956842465167 0.0016781816209732368 0.0029632306841083493 0.0028140134562903117
leaf_weight=88 83 85 59 79 97 52 60 1292 83 90 53 56 494 53 99 54 117
leaf_count=88 83 85 59 79 97 52 60 1292 83 90 53 56 494 53 99 54 117
internal_value=0 0.00152183 0.00160424 0.00133261 0.00201919 0.00123442 0.0013102 0.0012383 0.00136115 0.00189371 0.00201568 -1.25322e-05 0.00226515 0.00133351 0.000805834 0.00208255 0.00209597
internal_weight=0 2906 2821 1705 1116 1622 1570 1510 1375 1057 967 135 708 259 152 107 611
internal_count=2994 2906 2821 1705 1116 1622 1570 1510 1375 1057 967 135 708 259 152 107 611
is_linear=0
shrinkage=0.00569414


Tree=687
num_leaves=31
num_cat=0
split_feature=12 2 2 2 12 2 2 0 0 15 47 15 12 3 15 3 150 2 52 2 3 2 2 3 15 2 47 49 133 2
split_gain=1095.63 357.177 291.513 281.491 90.0559 84.989 77.3694 60.3442 54.7499 52.8206 36.4389 43.7696 22.2967 24.4081 16.9624 12.5664 12.4139 11.7973 13.9628 13.6909 11.7434 14.2899 10.7925 8.71275 8.69628 4.35928 3.40893 3.94949 3.38779 1.13494
threshold=0.056995000000000011 0.13631000000000001 0.11585500000000001 -1.0000000180025095e-35 0.099680000000000005 0.10433000000000002 0.14808000000000002 -0.13619499999999998 -0.045139999999999993 -0.10271999999999999 0.077735000000000012 -1.0000000180025095e-35 0.086730000000000015 -0.12711499999999995 -0.24511999999999998 -0.092954999999999996 0.083205000000000015 0.10019000000000002 0.086435000000000026 0.085585000000000008 -0.082234999999999989 0.084145000000000011 0.092385000000000009 -0.15288999999999997 0.088965000000000002 0.082500000000000018 0.09585500000000001 0.093040000000000012 0.087720000000000006 0.12681500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 12 10 14 -7 17 -1 11 22 13 -2 -4 -15 20 19 -19 -6 21 24 -5 -23 -14 -17 27 -22 -27 -16
right_child=1 -3 6 5 8 7 -8 -9 -10 -11 -12 -13 16 15 29 25 -18 18 -20 -21 26 23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0141112115969811 0.022224975925368096 0.014896359713153834 0.015076447151627512 0.019103708259029153 0.01941474032201148 0.016307960908656261 0.013327180574963253 0.019473138370821715 0.017101768267647068 0.016712339409115651 0.021452000729216655 0.020519069623869249 0.021739336429897553 0.019691752578136663 0.016293379009588934 0.020243208340714448 0.019434670464917682 0.018375712649798728 0.019931073342058046 0.020701323552096557 0.020360797497762779 0.019638570474548554 0.017610592869921785 0.020603420910606161 0.020553503986167728 0.02109599625367093 0.01968244256456695 0.019755832480606521 0.020608450392851054 0.016802768131127226
leaf_weight=78 70 66 70 52 90 80 90 54 52 90 59 95 93 53 53 52 70 65 60 89 402 60 53 342 53 307 63 71 109 53
leaf_count=78 70 66 70 52 90 80 90 54 52 90 59 95 93 53 53 52 70 65 60 89 402 60 53 342 53 307 63 71 109 53
internal_value=0 0.02019 0.0170639 0.0180087 0.0203563 0.019079 0.0150713 0.0175837 0.0192961 0.0155048 0.0198525 0.0193806 0.0205725 0.020939 0.015963 0.0207662 0.0203848 0.0196714 0.0191225 0.0200546 0.0204461 0.0206859 0.0183503 0.0204595 0.021309 0.0208878 0.020201 0.02027 0.0209683 0.0165483
internal_weight=0 2167 827 561 2101 393 266 134 356 168 259 200 1745 591 176 521 1154 304 125 179 1084 548 105 402 146 468 536 473 416 106
internal_count=2994 2167 827 561 2101 393 266 134 356 168 259 200 1745 591 176 521 1154 304 125 179 1084 548 105 402 146 468 536 473 416 106
is_linear=0
shrinkage=0.00231039


Tree=688
num_leaves=30
num_cat=0
split_feature=1 34 131 1 12 151 12 41 1 457 150 43 1 1 1455 399 1 1 12 402 43 1 1210 402 12 133 50 43 43
split_gain=29.8038 14.8998 13.4678 10.1862 11.0433 11.1075 9.43611 11.1064 8.42798 8.89199 8.3785 7.00008 5.84148 15.3388 5.41324 5.30265 4.31903 4.12613 3.0461 2.99364 4.02775 2.35252 3.6328 2.34403 2.14067 1.56661 0.877938 5.31851 2.5575
threshold=0.12000500000000001 -0.028269999999999997 0.086990000000000012 0.085780000000000009 0.085075000000000026 0.015440000000000001 0.087765000000000024 0.075585000000000013 0.090795000000000015 0.048870000000000004 0.083205000000000015 -1.0000000180025095e-35 0.11189500000000001 0.10455000000000002 0.084775000000000017 0.083840000000000012 0.13962500000000003 0.11039500000000001 0.11755500000000001 0.088545000000000013 -0.12118 0.080545000000000019 -0.011434999999999999 0.0038750000000000004 0.084065000000000015 0.099765000000000006 0.021890000000000003 0.0085250000000000031 -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=3 -2 11 6 5 8 7 14 -5 12 17 -3 13 -10 21 18 -13 23 19 20 -8 22 -1 26 -24 -22 28 -28 -6
right_child=1 2 -4 4 10 -7 15 -9 9 -11 -12 16 -14 -15 -16 -17 -18 -19 -20 -21 25 -23 24 -25 -26 -27 27 -29 -30
leaf_value=0.0048087720172000714 -0.0026867372755167381 0.0018490849133124463 0.0035991359104371673 -0.00059453264725426618 0.0017951130605925877 -0.0015428369372539861 0.00079176270170816369 0.0057678178554792965 0.0022188244709121304 0.003826175603503631 0.00016255065309516529 0.00030657726266745733 0.0027409234140134491 -0.0022544056076299877 0.0011734516444435559 0.0038461737907788751 -0.0019842436919670246 0.0043992712807747105 0.0006803818171528213 0.0033037972960769206 0.0025276172338177653 0.0018650970595673368 0.0036719133846897867 0.0013273216989414286 0.0028504898876044837 0.0017495507637552577 0.0039856412599888853 0.0016313438686875123 0.0033531186970936436
leaf_weight=63 55 78 67 64 104 57 90 70 86 84 56 92 79 53 61 85 57 63 58 98 365 52 216 54 370 160 112 65 80
leaf_count=63 55 78 67 64 104 57 90 70 86 84 56 92 79 53 61 85 57 63 58 98 365 52 216 54 370 160 112 65 80
internal_value=0 0.000437546 0.00102226 0.0024714 0.00193208 0.00114233 0.00277712 0.00327335 0.0015607 0.00201767 0.00255753 0.000261374 0.0013205 0.000512702 0.00304411 0.00229471 -0.000569308 0.00283797 0.00212358 0.00224088 0.00207139 0.00320679 0.00331419 0.00260078 0.00315339 0.00229063 0.00279108 0.00312146 0.00247289
internal_weight=0 349 294 2645 957 423 1688 832 366 302 534 227 218 139 762 856 149 478 771 713 615 701 649 415 586 525 361 177 184
internal_count=2994 349 294 2645 957 423 1688 832 366 302 534 227 218 139 762 856 149 478 771 713 615 701 649 415 586 525 361 177 184
is_linear=0
shrinkage=0.00654078


Tree=689
num_leaves=23
num_cat=0
split_feature=3 4 10 133 3 3 15 1428 402 402 4 12 4 12 43 157 15 484 133 402 3 4
split_gain=17.9719 10.6851 6.89905 5.4971 6.42018 12.7028 11.0169 5.31753 5.65169 7.19297 6.25952 8.61198 19.089 5.07 4.51556 4.32207 4.09445 4.02545 3.78553 1.53717 1.49854 1.07914
threshold=0.3148450000000001 0.008570000000000003 -1.0000000180025095e-35 0.098810000000000023 0.11745500000000002 0.076825000000000018 -0.40166999999999992 0.086350000000000024 0.088940000000000005 0.08406000000000001 -0.17568999999999999 0.081685000000000021 -0.011369999999999998 0.086155000000000023 -0.025079999999999995 -0.096394999999999995 -0.46772999999999992 -0.067754999999999996 0.13997000000000001 0.10530000000000002 0.092005000000000017 0.42405000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 6 16 8 9 10 13 12 -12 20 -10 -13 -4 -8 -5 -16 -1 -2
right_child=21 2 3 18 -6 -7 17 -9 14 -11 11 15 -14 -15 19 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0043466953287514924 -0.0013307562656804989 -0.00073606094399486987 0.0010832548816936099 -0.0010663752429434714 -6.2110595815284209e-05 0.0046394693175711649 0.0036114100440690277 0.0036919936746816775 0.0042665062472877499 -0.00025675370566040107 -0.00076291852433220517 0.00029530924058010575 0.0026189552134212543 0.0016424973060930317 0.0031954790478862407 0.0021094940593106583 -0.0012983842111316272 0.0017813050822964658 0.0012742362268686586 0.0018867227554909575 0.0029711148106516061 -9.0863044922694431e-05
leaf_weight=71 55 63 52 53 75 56 54 74 68 57 137 52 118 66 53 1279 58 299 52 97 53 52
leaf_count=71 55 63 52 53 75 56 54 74 68 57 137 52 118 66 53 1279 58 299 52 97 53 52
internal_value=0 0.00184315 0.00121676 0.00139286 0.00162267 0.00186626 0.0015307 0.00206773 0.0020091 0.00189742 0.00196659 0.00183984 0.000801769 0.00302432 0.00294783 0.00203867 -0.00017192 0.00206145 9.21581e-05 0.00234959 0.00375928 -0.000728806
internal_weight=0 2887 762 699 594 519 463 2125 2051 1833 1776 1586 255 190 218 1331 110 353 105 150 124 107
internal_count=2994 2887 762 699 594 519 463 2125 2051 1833 1776 1586 255 190 218 1331 110 353 105 150 124 107
is_linear=0
shrinkage=0.00616352


Tree=690
num_leaves=15
num_cat=0
split_feature=9 34 2 14 16 2 47 130 16 42 1 43 4 158
split_gain=11.3408 8.86857 17.1889 13.9939 27.0967 12.5186 9.80013 6.59057 8.52586 5.44727 12.3857 7.36227 10.3445 3.74049
threshold=0.093040000000000012 -0.081629999999999994 -0.0098549999999999974 -0.13131999999999996 -0.0087049999999999992 0.10859000000000001 0.11414000000000001 0.086820000000000022 -0.0024749999999999993 -0.019989999999999997 0.10054 -0.12118 -0.15764999999999998 0.081110000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 9 7 8 -7 10 13 -11 -13 -5
right_child=-2 2 3 5 -6 6 -8 -9 -10 11 -12 12 -14 -15
leaf_value=0.0038559072730308735 -0.0013658947217059564 -0.0017897005881683554 0.0073734763426859008 0.001900701139130712 0.00071879303024697584 0.0015303563769618273 -0.0019752118639267003 0.0029909102699907189 -0.00051044216712542315 -0.0004830576422477256 0.0055374684242745368 0.0035380890839743643 0.0015906849141174505 0.0037815519067635646
leaf_weight=84 54 63 55 427 54 217 55 64 157 68 52 133 1402 53
leaf_count=84 54 63 55 427 54 217 55 64 157 68 52 133 1402 53
internal_value=0 0.00171928 0.00165516 0.00173448 0.00407731 0.00163728 0.00067882 0.00101225 0.000673467 0.00185857 0.00244382 0.00166429 0.00175946 0.00210853
internal_weight=0 2884 2800 2737 109 2628 493 438 374 2135 532 1603 1535 480
internal_count=2938 2884 2800 2737 109 2628 493 438 374 2135 532 1603 1535 480
is_linear=0
shrinkage=0.0066716


Tree=691
num_leaves=15
num_cat=0
split_feature=1348 48 1443 3 15 16 15 3 132 16 16 15 49 2
split_gain=7.90744 7.77313 11.1956 10.7876 12.6529 6.78567 7.24181 9.27391 7.89607 10.5718 7.20223 4.95147 6.32998 2.21715
threshold=0.084895000000000012 0.091125000000000025 0.084655000000000022 -0.036264999999999992 -0.079504999999999978 -0.53870999999999991 -0.50173499999999993 0.143375 0.082230000000000011 -0.061714999999999992 -0.43708999999999992 -0.076594999999999983 0.053250000000000006 0.088755000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 13 -1 -7 8 10 -10 -8 12 -5 -3
right_child=-2 3 -4 11 -6 6 7 -9 9 -11 -12 -13 -14 -15
leaf_value=0.0036260765835857984 -0.00091760962366148021 0.0036345573844370469 0.0041566368617255451 -0.0026398309865841795 -0.00072925473126170433 -0.00060140540549440298 0.0033650628273047462 0.0036678571655417336 0.0014691377768416439 -0.0015931107492814461 0.0014130574910266955 0.00093136746768360756 0.00027049412360064467 0.0019595824963513971
leaf_weight=57 63 59 64 68 66 73 81 75 105 83 1956 59 56 73
leaf_count=57 63 59 64 68 66 73 81 75 105 83 1956 59 56 73
internal_value=0 0.00137834 0.00150868 0.000524976 0.00156241 0.00143891 0.00138635 0.00144946 0.00137466 0.000116823 0.00149071 -0.000597122 -0.00132494 0.00270876
internal_weight=0 2875 2494 381 198 2430 2373 2300 2225 188 2037 183 124 132
internal_count=2938 2875 2494 381 198 2430 2373 2300 2225 188 2037 183 124 132
is_linear=0
shrinkage=0.00641253


Tree=692
num_leaves=17
num_cat=0
split_feature=482 1 43 1 34 41 42 43 43 151 4 15 15 15 42 2
split_gain=6.18901 6.77309 12.5197 13.5402 9.19587 8.00498 8.22717 5.84333 6.71177 5.5776 5.56344 3.94057 5.82079 3.42278 2.28542 1.63198
threshold=0.099240000000000009 0.12000500000000001 -0.10761 0.13216000000000003 -0.016844999999999995 0.088100000000000012 -0.11466499999999999 0.10440000000000002 0.069620000000000015 -0.11022999999999998 -0.020619999999999996 -0.42075999999999997 -0.10763999999999999 0.090310000000000015 -0.04034999999999999 0.088665000000000008
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 6 15 8 9 -8 -2 -5 -13 14 -9 -6
right_child=10 2 3 11 5 -7 7 13 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=0.003372195366868478 0.0011802857384509184 0.0030577630798644881 -0.0023452308038997153 -0.00065747180596738221 0.0019500134377391433 -0.0010767210923198971 0.0024445461104513873 0.0019680707635753897 -0.0011854522293568341 0.00094556151827489298 0.0040672680940069331 0.0028450621412109476 -1.7047072734453746e-05 0.00092341148947621256 0.0037391360354195121 0.0033826163932789872
leaf_weight=75 56 52 94 61 62 68 108 65 58 1881 54 56 61 61 56 70
leaf_count=75 56 52 94 61 62 68 108 65 58 1881 54 56 61 61 56 70
internal_value=0 0.00104734 0.000174669 -0.000376259 0.00116023 0.00109191 0.0011544 0.00106223 0.000964268 0.00102699 0.00259815 0.000663151 0.00135227 0.00216363 0.0027883 0.00271025
internal_weight=0 2828 324 272 2504 2429 2361 2229 2047 1989 110 178 117 182 121 132
internal_count=2938 2828 324 272 2504 2429 2361 2229 2047 1989 110 178 117 182 121 132
is_linear=0
shrinkage=0.00641253


Tree=693
num_leaves=24
num_cat=0
split_feature=4 2 123 13 2 2 4 2 0 1429 13 0 0 133 123 13 52 2 52 4 0 49 47
split_gain=717.634 255.933 104.356 46.4743 45.4564 41.8535 24.831 20.5303 48.5017 22.4162 46.3593 28.0262 17.7331 16.1001 12.5068 14.2467 10.696 9.26447 8.56838 6.30987 4.99013 3.81453 2.94585
threshold=0.31392000000000003 0.12068000000000001 0.081180000000000016 -0.16392499999999996 0.14744000000000002 0.14019000000000004 0.0049450000000000006 0.10052500000000002 -0.073574999999999988 0.084710000000000021 -0.079369999999999982 -0.11214999999999999 -0.058589999999999996 0.085650000000000018 0.087855000000000016 -0.091559999999999989 0.048245000000000003 0.089745000000000005 0.10236500000000001 0.44128500000000004 -0.11656999999999999 0.10208500000000002 0.094695000000000015
decision_type=2 2 2 2 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 14 7 9 -9 11 -11 -5 -3 -4 15 -2 17 22 -10 -17 -18 -19 -8
right_child=5 4 13 6 -6 -7 16 8 18 10 -12 -13 -14 -15 -16 19 20 21 -20 -21 -22 -23 -24
leaf_value=0.0045120015350362756 0.0025498462920233184 0.0037322231533574363 0.0050751230262977808 0.0076880810885265041 0.0024907476964417139 0.0014367724907204495 0.0064436282102494488 0.004110262006107185 0.0067992252999258896 0.0069303648807787499 0.0042561118163914995 0.0065512888872709301 0.0054545037526935475 0.0035204352613497805 0.0022698715982886687 0.003299032260492162 0.006880714200522383 0.0050070733679546345 0.005778334645166798 0.0042108553773296548 0.0060608930727955763 0.0057154475869162476 0.0057713648108802165
leaf_weight=60 57 53 59 102 80 80 55 52 103 60 54 1427 52 58 52 61 53 85 56 74 87 56 62
leaf_count=60 57 53 59 102 80 80 55 52 103 60 54 1427 52 58 52 61 53 85 56 74 87 56 62
internal_value=0 0.00605259 0.00623331 0.0063309 0.00367971 0.00275077 0.00637935 0.00648128 0.00586581 0.00656031 0.00566381 0.00662714 0.00458538 0.00430461 0.0031815 0.00342828 0.00590447 0.005651 0.00643981 0.00379901 0.00637141 0.00528857 0.00608758
internal_weight=0 2614 2429 2312 185 324 2252 1854 211 1643 114 1529 105 117 244 192 398 258 159 135 140 141 117
internal_count=2938 2614 2429 2312 185 324 2252 1854 211 1643 114 1529 105 117 244 192 398 258 159 135 140 141 117
is_linear=0
shrinkage=0.00209259


Tree=694
num_leaves=19
num_cat=0
split_feature=3 149 52 0 2 4 41 4 0 0 3 12 2 43 15 47 52 0
split_gain=8.0702 8.04137 7.50637 13.8061 12.2795 7.68362 10.7605 17.4183 18.0693 4.56383 7.19896 3.90872 3.32491 2.97602 2.71554 2.45484 1.83119 1.09364
threshold=0.3148450000000001 0.07770500000000001 -0.092084999999999986 -0.099704999999999974 0.11504500000000002 0.41248000000000007 1.0000000180025095e-35 -0.17568999999999999 -0.061204999999999989 -0.06537999999999998 0.085880000000000012 0.087065000000000017 0.11454500000000002 -0.057539999999999994 -0.024929999999999997 0.08593000000000002 -0.53473999999999988 -0.016414999999999996
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 -4 -9 10 -6 14 15 -11 -5 16 -13 -16
right_child=-2 -3 4 11 9 -7 -8 8 -10 13 -12 12 -14 -15 17 -17 -18 -19
leaf_value=0.0047774881505343782 -0.00073613282882367757 0.0035212656894507074 0.0046610006045139981 0.0032086816152595591 -0.0025621533117295976 0.0033971373973361754 -0.0010416994905300518 0.0012981420098129822 -0.0027376712742030393 0.0018961044335504018 0.00057106325624381763 0.0012352685612164345 0.0025858777636596358 -0.00018430743222756888 0.00096521127044434227 0.0018944572260651512 -0.00026107419609045477 0.002309785809817071
leaf_weight=71 91 75 69 85 75 76 95 1663 53 52 62 58 52 82 60 57 109 53
leaf_count=71 91 75 69 85 75 76 95 1663 53 52 62 58 52 82 60 57 109 53
internal_value=0 0.00132202 0.00126249 0.00197848 0.00108723 0.00127533 0.00118952 0.0013083 0.00117345 -0.000270106 -0.00114367 0.00155907 0.00103518 0.000622474 0.00228896 0.000674878 0.000258179 0.0015965
internal_weight=0 2847 2772 545 2227 1956 1880 1785 1716 271 137 474 276 134 198 224 167 113
internal_count=2938 2847 2772 545 2227 1956 1880 1785 1716 271 137 474 276 134 198 224 167 113
is_linear=0
shrinkage=0.00680503


Tree=695
num_leaves=28
num_cat=0
split_feature=1 1 12 39 2 457 1 14 12 157 14 2 52 52 39 10 12 52 12 49 50 1 52 12 159 403 50
split_gain=1134.16 123.833 128.658 94.6012 56.2897 65.546 48.5877 31.6859 25.2976 23.1434 22.8365 21.995 21.3108 21.079 20.5971 20.5571 14.136 11.7784 11.178 10.3595 10.1421 23.3027 10.1118 4.75956 4.39398 2.67085 0.478953
threshold=0.10921500000000002 0.13612500000000002 0.088365000000000013 0.0047850000000000011 0.089745000000000005 0.082335000000000005 0.088035000000000016 0.076450000000000004 0.091445000000000012 -0.081889999999999991 -1.0000000180025095e-35 0.123795 0.37486000000000003 -0.065909999999999982 0.087735000000000021 -0.011579999999999998 -0.041014999999999989 -0.54533999999999982 0.078120000000000009 -0.0072349999999999992 0.083090000000000011 0.077845000000000011 -0.034409999999999989 0.086155000000000023 -0.023859999999999996 -0.121015 0.10350000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 7 9 -5 8 18 -6 -2 12 17 -4 19 -3 -17 -11 22 -12 21 -10 -1 24 -20 -25 -22
right_child=1 15 13 6 5 -7 -8 -9 20 11 14 -13 -14 -15 -16 16 -18 -19 23 -21 26 -23 -24 25 -26 -27 -28
leaf_value=0.0050001847037270796 0.003390087542571587 -0.00012670934890812624 0.0057984683435582706 0.0055145189612700535 0.0068477820792588844 0.00363431933281105 0.0031238592302704695 0.0077035112334471424 0.0062035584076712107 0.0064750496930907047 0.0031290869356691204 0.0042815301016155055 0.0066838871002395245 0.0041150140231074814 0.001061606654434153 0.0007108230376283094 0.0022188594242235219 0.0054656792048486868 0.0070070802632331624 0.0018785268875007428 0.0062151525586013213 0.0046208318546989086 0.0063089071477783702 0.0057865014775633512 0.0064437005819680477 0.0062922565207712711 0.0059250039635266255
leaf_weight=52 59 52 53 69 71 73 81 60 69 56 54 52 84 85 77 54 55 555 75 63 60 100 52 53 343 401 53
leaf_count=52 59 52 53 69 71 73 81 60 69 56 54 52 84 85 77 54 55 555 75 63 60 100 52 53 343 401 53
internal_value=0 0.00250025 0.00313628 0.00583235 0.00594158 0.00553507 0.00422371 0.00621637 0.00614542 0.00570467 0.00224958 0.00559599 0.00569431 0.00476172 0.00190261 0.000955483 0.00147196 0.00555823 0.00630511 0.0024559 0.00559266 0.00526717 0.00565476 0.00638265 0.00654484 0.00623326 0.00607926
internal_weight=0 552 391 2359 2209 891 150 1318 1258 818 253 747 695 138 194 161 109 611 976 117 282 169 104 872 418 454 113
internal_count=2911 552 391 2359 2209 891 150 1318 1258 818 253 747 695 138 194 161 109 611 976 117 282 169 104 872 418 454 113
is_linear=0
shrinkage=0.00209259


Tree=696
num_leaves=30
num_cat=0
split_feature=4 15 16 4 376 4 1 12 48 16 4 4 16 1 16 151 50 16 3 12 1 15 4 42 4 42 16 16 15
split_gain=9.50622 17.2221 20.0832 13.6604 7.04549 12.7796 6.49091 11.3077 6.13868 5.36632 9.09811 8.09507 14.1587 8.19704 4.88249 4.87139 3.86518 5.16817 9.76608 3.76572 5.72983 3.42129 3.04281 2.91902 2.63849 2.2812 1.5629 1.15575 0.265773
threshold=0.028075000000000006 -0.043134999999999993 -0.28430999999999995 0.25367000000000006 0.081270000000000023 0.51292000000000015 0.10359500000000001 1.0000000180025095e-35 0.11001500000000002 -0.007794999999999999 -0.14595999999999995 -0.0048949999999999992 0.0030150000000000008 0.078320000000000015 -0.018754999999999997 -0.083449999999999983 0.076980000000000007 0.31625000000000009 -0.10519499999999998 0.084845000000000018 0.085110000000000005 -0.090699999999999989 0.2623950000000001 0.084725000000000009 -0.060239999999999995 -1.0000000180025095e-35 -0.47730499999999992 -0.4136149999999999 -0.076194999999999999
decision_type=2 2 2 2 2 2 2 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 22 27 9 10 -1 12 13 -11 15 -12 17 18 -14 20 -17 -21 25 -16 -19 -2 -7 -8 -13
right_child=1 2 -4 -5 -6 26 7 -9 -10 11 14 28 16 -15 23 19 -18 24 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0035902450304688242 0.00063549684118925599 0.0022197454692475986 -0.0034651809739975311 -0.0015243634569989534 -0.00075615124002705915 0.00020709172205023952 0.0029180286114807571 0.00095354253802816221 0.0027546022927941389 0.00020868586865429732 -0.00036111066405713311 0.0019676379293097107 -0.0016237933399479388 -0.0024933727135668217 0.0015142568116532206 0.0012937155744049628 0.0020220245068987498 0.0021971613850779626 0.00088710441097538599 0.0024242236543213173 -0.00065089938368024266 0.0013225224273217056 -8.6031764877760701e-05 0.002826807264261791 0.00077505769228902949 0.0018707948618894416 -0.0010758302328259675 0.0040045587250476791 0.0025085118387678006
leaf_weight=52 73 56 56 52 56 52 58 95 76 75 52 52 53 53 101 118 92 89 224 87 65 767 55 88 61 96 53 52 52
leaf_count=52 73 56 56 52 56 52 58 95 76 75 52 52 53 53 101 118 92 89 224 87 65 767 55 88 61 96 53 52 52
internal_value=0 0.000599171 -0.000908605 0.000416506 0.00101838 0.00120458 0.00160721 0.00228381 0.00128552 0.00123184 0.00143264 0.000876151 0.000657059 -0.000909697 0.00134481 0.00120923 0.00104357 0.000832629 0.000406477 0.00128803 0.000602698 0.00143482 0.000987749 0.00212569 0.00161921 0.00133754 -0.000439944 0.00343217 0.00223862
internal_weight=0 754 164 108 590 534 429 205 2157 2081 1330 751 647 128 1278 1089 519 427 277 1037 183 854 224 189 150 169 105 110 104
internal_count=2911 754 164 108 590 534 429 205 2157 2081 1330 751 647 128 1278 1089 519 427 277 1037 183 854 224 189 150 169 105 110 104
is_linear=0
shrinkage=0.00526051


Tree=697
num_leaves=29
num_cat=0
split_feature=1 3 4 2 2 12 10 49 1 12 13 42 3 12 4 12 3 3 1 42 2 1 12 12 1 12 1 12
split_gain=960.229 168.919 119.247 99.0581 51.015 56.0687 34.7515 29.7166 24.4652 23.8194 20.3508 16.755 15.8079 14.9717 25.724 14.9716 14.4509 37.936 17.2167 10.3448 10.0794 9.67431 3.67039 5.38695 3.52149 3.17355 1.4782 1.58976
threshold=0.10921500000000002 -0.031895 0.31392000000000003 0.11426500000000002 0.099845000000000003 0.087255000000000013 -0.00189 0.0026050000000000001 0.089605000000000018 0.088435000000000014 -0.14258499999999999 0.09087000000000002 -0.0082999999999999984 0.091545000000000015 -0.17568999999999999 0.11619500000000001 0.28833000000000003 0.11878500000000002 0.12765500000000005 -0.079234999999999986 0.08784500000000002 0.087915000000000007 0.094860000000000014 0.10312 0.098715000000000011 0.093405000000000016 0.092395000000000019 0.094860000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 8 7 -3 -6 10 12 -1 -2 -10 14 -12 21 17 18 -8 -15 -16 22 -7 -24 26 -21 -11 -28
right_child=1 6 -4 -5 5 15 16 -9 9 24 13 -13 -14 19 20 -17 -18 -19 -20 25 -22 -23 23 -25 -26 -27 27 -29
leaf_value=0.0087808962116413085 0.0075000201898345826 0.0010860971450787978 0.0036383791895935763 0.0033767966706576024 0.0042915173958313381 0.0073865415843367361 0.0033167490622660898 0.0065355852224088015 0.0051511915806824954 0.0075419711767862616 0.0090640377062053742 0.0057208368720044053 0.0068184063222901277 0.0074951534545442287 0.0075223145805145232 0.0058655618103316673 0.0021093851289909617 0.0047502423729708148 0.0014699752584644704 0.0060806079337419544 0.007029185257006897 0.0080692893389929833 0.0063250673052467066 0.0072867174468038368 0.0065887169220091172 0.0067370159385274899 0.0067984927195049762 0.007370567798962167
leaf_weight=55 59 76 58 95 89 66 61 52 73 76 52 59 56 95 723 62 87 63 52 58 341 52 83 54 53 148 52 61
leaf_count=55 59 76 58 95 89 66 61 52 73 76 52 59 56 95 723 62 87 63 52 58 341 52 83 54 53 148 52 61
internal_value=0 0.00352371 0.00697652 0.00516843 0.00706065 0.00635631 0.00249022 0.0051193 0.00723567 0.0066941 0.00737215 0.00661064 0.00587514 0.00731746 0.00744352 0.00690645 0.00289588 0.00328452 0.00246713 0.00684998 0.0073643 0.00715943 0.00692623 0.0067043 0.00713055 0.00655232 0.00728236 0.00710754
internal_weight=0 552 2359 213 2301 458 339 141 1843 371 1472 118 129 1417 1116 317 263 176 113 301 1064 255 203 137 242 206 189 113
internal_count=2911 552 2359 213 2301 458 339 141 1843 371 1472 118 129 1417 1116 317 263 176 113 301 1064 255 203 137 242 206 189 113
is_linear=0
shrinkage=0.00235659


Tree=698
num_leaves=14
num_cat=0
split_feature=44 0 0 10 123 51 1 1 15 123 15 52 0
split_gain=6.87101 8.99197 13.4287 12.3518 10.8241 10.0018 10.4083 7.22489 6.98111 5.90079 7.81686 2.50477 1.96865
threshold=0.081710000000000019 -0.12851999999999997 -0.11214999999999999 -0.089679999999999982 0.09394000000000001 0.092720000000000011 0.083065000000000014 0.10500500000000001 0.13954000000000003 0.084880000000000025 -0.45371999999999996 -0.047784999999999987 -0.15445999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 8 6 -1 11 9 10 -5 -8 -9
right_child=-2 2 3 4 -6 -7 7 12 -10 -11 -12 -13 -14
leaf_value=0.0018335181167636729 0.0032788144657704536 0.0038516767866627515 -0.0011623615096763771 -0.00079623437726080055 -0.00093808908034998439 0.0026210831747010511 -0.00081009018517965066 0.00077527983061523385 -0.00065777937108432228 0.003210007100166144 0.0014379043835108822 -0.0025631990780626795 -0.00054457160082133787
leaf_weight=79 52 66 67 52 67 56 54 94 53 59 2100 52 60
leaf_count=79 52 66 67 52 67 56 54 94 53 59 2100 52 60
internal_value=0 0.00118954 0.0013174 0.00124763 0.00131692 0.000391743 2.32954e-05 -0.0005265 0.00138368 0.00143265 0.00138389 -0.00167068 0.000260657
internal_weight=0 2859 2464 2398 2331 395 339 260 2264 2211 2152 106 154
internal_count=2911 2859 2464 2398 2331 395 339 260 2264 2211 2152 106 154
is_linear=0
shrinkage=0.00569414


Tree=699
num_leaves=31
num_cat=0
split_feature=1 3 4 2 2 3 12 16 1 3 12 3 11 1 3 13 12 16 159 474 4 12 131 52 52 13 4 13 131 13
split_gain=951.902 176.984 122.49 81.5366 61.5304 52.791 47.9833 60.2636 37.5736 34.404 34.1502 32.6438 28.5866 15.7954 14.9497 14.2669 12.5043 9.05128 8.43106 11.5574 7.39363 5.9489 4.41478 4.52078 4.37514 4.0988 7.51715 3.05728 3.53164 2.84719
threshold=0.10921500000000002 -0.031895 0.31392000000000003 0.11426500000000002 0.099845000000000003 0.3148450000000001 0.087255000000000013 -0.014654999999999998 0.087480000000000016 0.076825000000000018 0.084805000000000005 -0.0096849999999999974 0.074925000000000005 0.12040000000000002 -0.074679999999999983 -0.014114999999999997 0.087745000000000004 -0.029134999999999998 -0.023859999999999996 0.085925000000000015 0.0015850000000000003 0.084485000000000018 0.078940000000000024 -0.088779999999999984 -0.0037699999999999995 0.095710000000000017 0.03851000000000001 -0.077614999999999976 0.088565000000000019 -0.021089999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 8 9 7 -6 12 15 11 -10 16 -2 25 -3 18 -16 21 -20 27 -1 23 -18 -11 26 -8 28 -12 -29
right_child=1 5 -4 -5 6 -7 14 -9 10 24 20 -13 -14 -15 17 -17 22 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0072115979337944855 0.0060543217422221636 0.0024713515134865294 0.0030752734218785034 0.003077974663143016 0.0057014716295862239 0.00090728764606347583 0.0065558494398350745 0.0032081540474216976 0.0035707211111335631 0.0037545369587202925 0.0065176095283190167 0.0055060665124320746 0.0073116652187976867 0.0046548737429032991 0.0055926083089652308 0.0012157528031103938 0.005394403031072738 0.0045650666059399428 0.0062738584055883496 0.0053743438586077771 0.0052243724996859043 0.0063488451960823722 0.0063696480684614339 0.0059146400338701693 0.0030150579984963592 0.0055352908899457213 0.0056610291292662034 0.0056074791950815736 0.0058694573321816474 0.0061012065977125588
leaf_weight=54 66 82 58 95 63 87 77 78 52 57 67 79 76 52 71 54 71 55 547 57 54 63 65 427 59 53 61 97 57 77
leaf_count=54 66 82 58 95 63 87 77 78 52 57 67 79 76 52 71 54 71 55 547 57 54 63 65 427 59 53 61 97 57 77
internal_value=0 0.00303138 0.00579628 0.00438538 0.00586486 0.00218057 0.00524279 0.00432233 0.00601944 0.00262008 0.00556491 0.00473799 0.00618085 0.00543779 0.00565214 0.00197295 0.0061139 0.00514424 0.00627962 0.006189 0.0058726 0.00674721 0.00590164 0.00584051 0.0033786 0.00598709 0.00616046 0.00598999 0.00621983 0.00582608
internal_weight=0 552 2359 213 2301 339 458 141 1843 252 483 131 1360 118 317 136 1284 126 721 604 352 117 563 498 116 191 138 298 124 174
internal_count=2911 552 2359 213 2301 339 458 141 1843 252 483 131 1360 118 317 136 1284 126 721 604 352 117 563 498 116 191 138 298 124 174
is_linear=0
shrinkage=0.00189532


Tree=700
num_leaves=32
num_cat=0
split_feature=3 3 43 12 2 12 3 30 40 16 43 52 2 156 16 52 3 2 2 133 16 52 3 52 1429 3 3 16 16 16 133
split_gain=789.256 252.859 248.748 147.534 93.7295 55.2137 56.6842 54.7559 76.2862 41.3123 32.4714 32.1254 28.9371 30.6967 17.0259 24.1341 17.1426 12.7808 12.7432 14.9041 11.4779 10.5107 8.76031 7.31583 6.5715 8.81892 5.43977 3.30137 4.65879 2.87089 2.11991
threshold=-0.064349999999999991 0.28833000000000003 -0.043814999999999993 0.056995000000000011 0.10869000000000002 0.093125000000000013 -0.15415499999999996 0.086535000000000015 -0.083709999999999993 -0.40430999999999989 -0.08237499999999999 1.0000000180025095e-35 0.072175000000000017 0.089540000000000022 0.0060400000000000011 -0.53299999999999992 -0.083104999999999984 0.08895500000000002 0.091290000000000024 0.070495000000000016 -0.031234999999999999 -0.0092149999999999992 -0.11151499999999999 -0.15365999999999999 0.084845000000000018 -0.09738999999999999 -0.081224999999999978 -0.091199999999999989 -0.067654999999999979 -0.072034999999999988 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 -1 12 6 -5 8 -2 -7 -10 -6 -4 17 22 -16 -17 -14 24 -20 -12 -3 -11 -18 25 -8 -27 -24 -29 -19 -21
right_child=1 21 4 5 11 9 18 -9 10 14 20 -13 13 -15 15 16 23 29 19 30 -22 -23 27 -25 -26 26 -28 28 -30 -31 -32
leaf_value=0.0052221255910186396 0.0030388441163770228 0.0018161082952930481 0.0069353608795406415 0.011348896139978764 0.0050963001394499262 0.0061767889391941694 0.010172141969356459 0.0023734300381353648 0.0075954473680283022 0.0098653216409377541 0.0060861504570535021 0.0076017706630110548 0.0094473501782125838 0.010556582668659227 0.0092986210844626643 0.0063742606996744942 0.0073912993694359389 0.0076230075631120104 0.0075657623796294114 0.0093954982733259335 0.0044407807939848215 0.0032860379325455567 0.008216862749568607 0.0085828126804421423 0.0083562042291419614 0.0093074932421611418 0.008860049704778732 0.0091881580422836992 0.008454508222476979 0.0083680714748879913 0.0086793246789409317
leaf_weight=72 74 58 63 78 93 53 65 54 63 52 58 52 54 55 72 56 61 72 71 60 53 70 66 76 56 727 238 132 101 66 52
leaf_count=72 74 58 63 78 93 53 65 54 63 52 58 52 54 55 72 56 61 72 71 60 53 70 66 76 56 727 238 132 101 66 52
internal_value=0 0.0059364 0.0064971 0.00881097 0.00768848 0.00893913 0.00923683 0.00470205 0.00520898 0.0083397 0.00613176 0.005995 0.0084805 0.00887449 0.00852576 0.00803662 0.00756568 0.0083925 0.00910698 0.0084824 0.00530077 0.00262019 0.00889497 0.00805248 0.00921221 0.00925872 0.00919717 0.00872612 0.00887026 0.00797954 0.00906323
internal_weight=0 885 757 2088 455 2016 1347 302 248 669 174 145 310 247 616 265 193 192 1269 183 111 128 351 137 1086 1030 965 299 233 138 112
internal_count=2973 885 757 2088 455 2016 1347 302 248 669 174 145 310 247 616 265 193 192 1269 183 111 128 351 137 1086 1030 965 299 233 138 112
is_linear=0
shrinkage=0.00255085


Tree=701
num_leaves=18
num_cat=0
split_feature=123 13 45 48 41 0 51 455 2 3 13 52 12 2 151 123 48
split_gain=14.7801 14.8439 10.1095 11.3683 13.7947 13.9433 10.0445 9.7691 8.47967 8.24527 11.2392 6.67585 10.5621 9.28747 6.12538 5.48478 1.85626
threshold=0.080635000000000012 -0.007069999999999999 1.0000000180025095e-35 0.093225000000000016 0.075585000000000013 -0.091234999999999983 0.10072000000000002 1.0000000180025095e-35 0.13018000000000005 0.110335 -0.24426999999999996 -0.22711499999999998 0.09253500000000002 0.098655000000000007 -0.051109999999999996 0.086730000000000015 0.10557500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 7 -6 14 9 15 11 -11 12 -1 -13 -5 -2 -16
right_child=1 -3 -4 6 5 -7 -8 -9 -10 10 -12 13 -14 -15 16 -17 -18
leaf_value=0.0039598008219431501 0.00049817756609325781 -0.0025544115034174197 0.004474449739734038 -0.00029803709919005094 0.0019766695770911109 0.0062104304478287379 -0.001483606355155405 0.0043016267884096139 -0.00097008020020990465 0.001710981883454737 -0.0018709518667897494 0.0018630159899140988 0.001601562672285518 0.00064316647392688529 0.0012317608054770936 0.0029810499108338545 0.0027236153324424971
leaf_weight=133 61 56 53 64 64 55 69 57 56 82 56 1524 158 281 59 76 69
leaf_count=133 61 56 53 64 64 55 69 57 56 82 56 1524 158 281 59 76 69
internal_value=0 0.000239001 0.00180809 0.00175516 0.00188749 0.003934 0.000532929 0.00178117 0.00104987 0.00171683 0.000256967 0.00181291 0.00267961 0.00167315 0.00125796 0.00187602 0.00203648
internal_weight=0 249 2724 2671 2410 119 261 2291 193 2234 138 2096 291 1805 192 137 128
internal_count=2973 249 2724 2671 2410 119 261 2291 193 2234 138 2096 291 1805 192 137 128
is_linear=0
shrinkage=0.00616352


Tree=702
num_leaves=31
num_cat=0
split_feature=1 52 3 3 3 3 0 1 14 3 13 1 42 16 3 3 3 13 3 133 1 13 13 48 49 483 3 52 50 52
split_gain=1762.49 373.415 160.169 115.627 71.7199 74.7826 58.4775 56.5697 53.1955 49.0569 47.0336 40.4595 32.666 29.4163 25.7514 19.5375 16.0377 14.7102 12.0185 11.0264 11.4613 9.28423 7.89706 7.0256 6.69035 4.52391 4.14982 1.87917 1.82949 1.89682
threshold=0.10442000000000001 -0.40011499999999994 -0.049204999999999992 -0.066789999999999974 0.3148450000000001 0.076825000000000018 -0.045139999999999993 0.092485000000000026 0.076450000000000004 -0.12077499999999998 -1.0000000180025095e-35 0.13074500000000003 0.11319000000000001 0.08215500000000002 -0.082504999999999981 0.092005000000000017 -0.081224999999999978 -0.011954999999999999 0.143375 -0.029244999999999997 0.083250000000000005 0.0051600000000000005 -0.081879999999999994 0.0046200000000000008 0.093290000000000012 -0.066609999999999989 -0.10115999999999999 0.11534500000000002 0.086370000000000016 0.08673500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 8 5 11 14 12 9 13 -9 17 15 -1 -3 19 21 -4 -7 -5 -21 23 28 25 27 -11 -23 -24 29 -18
right_child=1 2 4 7 -6 18 -8 10 -10 16 -12 -13 -14 -15 -16 -17 22 -19 -20 20 -22 26 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.016596217325169114 0.01880309582486964 0.015649866194155204 0.014510874525908908 0.017804166639160807 0.011835091322066227 0.015597887024225255 0.014196993365584802 0.015112227464348003 0.020307793217514164 0.019522961794212347 0.017555474792539178 0.011904605625075063 0.016490027605035124 0.018447800632241679 0.017630152704176619 0.017322164661611551 0.018280483421965067 0.013050828443708862 0.014334298250976861 0.019252172233830158 0.018109952751523672 0.018780222203865934 0.018469600981183599 0.018362953487397558 0.017648690062235971 0.018895415118489144 0.018079204081506404 0.018112906943699311 0.018882790865864356 0.018778546149561974
leaf_weight=80 77 54 59 66 92 72 64 63 72 52 65 75 55 62 53 79 76 54 54 91 60 56 167 100 77 730 99 109 98 62
leaf_count=80 77 54 59 66 92 72 64 63 72 52 65 75 55 62 53 79 76 54 54 91 60 56 167 100 77 730 99 109 98 62
internal_value=0 0.0146419 0.0140865 0.0183806 0.0133984 0.0138564 0.0157201 0.0174996 0.01861 0.0185408 0.0163531 0.013052 0.0179177 0.0174048 0.016631 0.0181829 0.01864 0.0138133 0.0150565 0.0184961 0.0187985 0.0187915 0.0183733 0.0188721 0.0181805 0.0189372 0.0183326 0.0183288 0.0186616 0.0185044
internal_weight=0 654 577 2319 406 314 171 479 1840 1768 128 188 351 142 107 296 1626 113 126 217 151 1037 589 882 353 782 155 276 236 138
internal_count=2973 654 577 2319 406 314 171 479 1840 1768 128 188 351 142 107 296 1626 113 126 217 151 1037 589 882 353 782 155 276 236 138
is_linear=0
shrinkage=0.00201133


Tree=703
num_leaves=31
num_cat=0
split_feature=1 52 2 2 2 2 1 11 40 15 47 39 13 48 15 2 48 13 1 4 2 480 51 1 16 15 4 13 4 13
split_gain=1010.55 262.056 84.346 83.4651 150.167 67.3684 40.2443 38.6772 35.8627 28.6493 39.7078 27.7441 22.1163 27.0936 32.2408 18.1782 17.4973 12.8626 12.4103 11.503 11.7165 9.81062 11.0333 9.15687 4.78343 13.9616 3.41861 2.95347 4.30631 1.00739
threshold=0.10442000000000001 -0.40011499999999994 0.098655000000000007 0.10928500000000001 -1.0000000180025095e-35 -0.13746499999999998 0.089625000000000024 0.074925000000000005 -0.079369999999999982 0.088805000000000009 0.081905000000000019 0.0039300000000000003 -0.10939499999999998 0.085790000000000019 -0.42075999999999997 0.123795 0.082425000000000012 -0.018299999999999997 0.093100000000000002 -0.17568999999999999 0.091525000000000009 0.081520000000000023 0.078960000000000016 0.13654500000000003 -0.025214999999999998 -0.063834999999999989 0.053925000000000008 -0.07904499999999999 -0.0053799999999999985 -0.049994999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 5 -3 7 19 -5 10 -8 15 23 14 -14 16 18 -6 24 -1 21 22 -21 -10 26 -26 -4 -22 -29 -11
right_child=1 3 11 8 17 -7 9 -9 12 29 -12 -13 13 -15 -16 -17 -18 -19 -20 20 27 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0091375941771367226 0.008584871977366168 0.0053117877756694281 0.0080403959005211668 0.0015377565421826572 0.0077235595099205932 0.0019631126244529879 0.0057304772477387456 0.0097324410112665828 0.0034492912556835236 0.0078833650669089851 0.0079477031496628363 0.0054617481893602547 0.0046695050602472742 0.0054360868642484919 0.0021525404059854138 0.0059687416044177455 0.0062598943918940322 0.0061939441828872026 0.0085855063354152057 0.0081982316805802279 0.0079949030347505647 0.0088836841491768074 0.0073427181982879909 0.0021009893499778888 0.0079141808331779293 0.0062870742988637325 0.007253692073267563 0.0077464543983974971 0.0069962074074750667 0.0082695529266885153
leaf_weight=58 77 55 68 53 58 77 100 85 56 98 76 58 57 57 52 58 63 60 56 903 93 100 89 52 52 62 54 118 64 64
leaf_count=58 77 55 68 53 58 77 100 85 56 98 76 58 57 57 52 58 63 60 56 903 93 100 89 52 52 62 54 118 64 64
internal_value=0 0.00458113 0.00783301 0.00404679 0.00505194 0.00335858 0.00805554 0.00821699 0.00327825 0.00733423 0.00668806 0.00695984 0.00361482 0.00414458 0.00346898 0.00717017 0.00736639 0.006946 0.00760503 0.00812657 0.00808366 0.00819132 0.0081215 0.00280034 0.00737227 0.00702948 0.00769239 0.00765605 0.00748277 0.00803609
internal_weight=0 654 2319 577 250 132 1848 1510 327 338 176 471 274 166 109 413 355 118 292 1425 1367 1092 992 108 236 114 122 275 182 162
internal_count=2973 654 2319 577 250 132 1848 1510 327 338 176 471 274 166 109 413 355 118 292 1425 1367 1092 992 108 236 114 122 275 182 162
is_linear=0
shrinkage=0.00231039


Tree=704
num_leaves=16
num_cat=0
split_feature=39 48 41 42 12 10 12 455 43 12 448 156 52 52 52
split_gain=15.137 7.74024 8.66409 8.24326 5.75283 5.3627 8.57317 6.53766 4.97322 7.15862 4.31392 4.23269 3.89693 9.03232 2.69253
threshold=0.089030000000000012 0.093225000000000016 0.075585000000000013 0.086105000000000015 0.085425000000000015 -0.07564499999999999 -1.0000000180025095e-35 1.0000000180025095e-35 -0.073404999999999984 -0.082039999999999988 -0.077679999999999985 0.088735000000000022 -0.074359999999999996 0.064135000000000011 -0.080789999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 12 -4 -1 14 10 9 -2 -8 -12 -3 -14 -7
right_child=8 3 4 -5 -6 6 7 -9 -10 -11 11 -13 13 -15 -16
leaf_value=0.004625192295815957 -0.0013654584718570174 0.003757164197680329 0.0058732493478699218 0.00011955930178459192 0.0030499635238792106 0.00016644157332169787 0.004326177337600514 0.0048021022689998484 0.0020376931624085681 0.0015262422460301168 0.002718047682883223 0.0018193136364359711 0.0003062057625009551 0.0037197999183984482 0.0018497352837208143
leaf_weight=52 60 56 54 90 56 58 58 56 98 71 1824 224 68 52 96
leaf_count=52 60 56 54 90 56 58 58 56 98 71 1824 224 68 52 96
internal_value=0 0.00263738 0.00274467 0.00163763 0.00443654 0.00266605 0.00262204 0.00272215 0.000987466 0.000201297 0.00266681 0.00261978 0.00241355 0.00178598 0.00121619
internal_weight=0 2744 2478 266 110 2368 2316 2162 229 131 2106 2048 176 120 154
internal_count=2973 2744 2478 266 110 2368 2316 2162 229 131 2106 2048 176 120 154
is_linear=0
shrinkage=0.00616352


Tree=705
num_leaves=13
num_cat=0
split_feature=3 13 40 1375 13 149 4 43 4 151 151 151
split_gain=16.2463 13.2704 12.4449 11.435 9.86027 9.04575 14.2977 10.2351 14.7864 6.60637 7.68381 6.91241
threshold=0.28833000000000003 -0.48634999999999995 0.0045850000000000005 -0.10702499999999998 0.27020000000000005 0.079475000000000004 0.31392000000000003 -1.0000000180025095e-35 0.5124550000000001 -0.086059999999999984 -0.089309999999999987 -0.0085349999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 9 8 -8 10 -5 -11
right_child=1 -3 -4 4 -6 -7 7 -9 -10 11 -12 -13
leaf_value=-0.0005575879710894246 0.0016927211326234651 -0.0017559141288720902 -0.00049548211432534769 0.0016205727615369043 0.0041219069310963587 0.0036742314334142845 -0.0028309358661569519 0.0015729567228639693 0.0012150566723124492 0.002908292672951767 -0.0008466505394804228 0.0018351306093805551
leaf_weight=59 58 72 71 111 53 71 52 104 52 189 54 2043
leaf_count=59 58 72 71 111 53 71 52 104 52 189 54 2043
internal_value=0 -0.000216852 0.00172226 0.00177876 0.00182929 0.00178386 0.00173231 0.000382509 -0.000807389 0.00184942 0.000812771 0.00192603
internal_weight=0 130 2859 2788 2729 2676 2605 208 104 2397 165 2232
internal_count=2989 130 2859 2788 2729 2676 2605 208 104 2397 165 2232
is_linear=0
shrinkage=0.00536572


Tree=706
num_leaves=35
num_cat=0
split_feature=3 3 43 42 3 14 52 43 147 160 3 39 52 13 160 42 52 13 3 13 13 39 457 42 483 13 43 1212 159 43 3 51 3 43
split_gain=852.154 324.67 215.634 83.7846 54.2196 151.274 68.1706 64.2471 50.9548 35.7692 30.8786 30.4753 24.2477 20.653 19.6443 16.5062 14.0724 13.7214 13.0564 11.9582 7.25286 7.1512 6.58252 5.93882 5.3432 4.86927 4.36276 3.54439 2.98795 2.41612 2.12397 1.82905 1.17364 1.0448
threshold=-0.057749999999999989 0.28833000000000003 -0.033049999999999989 -1.0000000180025095e-35 -0.10175499999999998 0.05884000000000001 -0.24841999999999997 -0.24698999999999996 0.087170000000000011 -1.0000000180025095e-35 -0.081184999999999993 0.089155000000000012 -0.063199999999999992 -0.0012399999999999998 0.051580000000000008 0.083120000000000013 -0.014264999999999998 -0.48634999999999995 0.097775000000000015 0.0048350000000000008 -0.075449999999999975 0.096775000000000014 0.067035000000000011 0.091485000000000025 -1.0000000180025095e-35 -0.06286499999999999 0.062770000000000006 -0.065539999999999987 0.085345000000000018 -0.080104999999999996 -0.077384999999999995 -0.087829999999999978 -0.090439999999999979 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 -1 -8 9 16 19 20 -9 23 18 -14 -4 -3 -11 22 -5 -13 24 26 -6 31 29 -26 -29 -12 -31 -25 -21 -33
right_child=1 17 8 11 10 -7 7 12 -10 14 13 21 15 -15 -16 -17 -18 -19 -20 32 -22 -23 -24 25 27 -27 -28 28 -30 30 -32 33 -34 -35
leaf_value=0.0062085870690913409 0.0047701486042401571 0.0013052413419723887 0.0052036674405055213 0.0033646193488746519 0.0066680659065606242 0.0076186515030931077 0.0055842781913327012 0.0023577264158351984 0.0030058139252951625 0.0046845117083631318 0.0056595580527035623 0.0019449887119146409 0.0044616857209496749 0.0045492140415422169 0.0053700086032812105 0.0030765766950971041 0.0064747548677184753 4.1438076225055746e-05 0.003557996361661864 0.0052673391158147929 0.0023413437993415344 0.00099532245742914001 0.0055049328131933778 0.0053088763261536567 0.0066353492271395594 0.0049819187574488529 0.0053396173813609034 0.0060697690871430142 0.0065184390676880991 0.0059377354947006819 0.0063918055243209967 0.0058200136893705994 0.0056787685655136444 0.0055418521474343424
leaf_weight=71 54 58 63 52 81 72 75 53 52 91 75 54 80 69 83 54 68 72 67 55 52 66 56 67 52 60 52 667 62 131 57 107 54 107
leaf_count=71 54 58 63 52 81 72 75 53 52 91 75 54 80 69 83 54 68 72 67 55 52 66 56 67 52 60 52 667 62 131 57 107 54 107
internal_value=0 0.00341197 0.00393167 0.00260828 0.00571517 0.0050773 0.00452776 0.00407218 0.00479931 0.00504996 0.00586262 0.00208702 0.00346562 0.00555682 0.00460759 0.00390366 0.00586363 0.000605448 0.00420694 0.00607847 0.00285318 0.00142284 0.00615053 0.00566277 0.00619245 0.00548502 0.00585513 0.0061431 0.00610796 0.00595698 0.00607552 0.00559237 0.00547136 0.00568103
internal_weight=0 832 702 278 2157 405 333 262 424 372 1752 224 187 725 241 134 131 130 158 1027 104 120 918 656 862 341 315 781 729 263 188 281 109 214
internal_count=2989 832 702 278 2157 405 333 262 424 372 1752 224 187 725 241 134 131 130 158 1027 104 120 918 656 862 341 315 781 729 263 188 281 109 214
is_linear=0
shrinkage=0.00193323


Tree=707
num_leaves=16
num_cat=0
split_feature=0 12 12 4 0 4 15 15 51 0 0 15 50 4 0
split_gain=15.6325 11.7017 14.1826 13.5217 13.2514 15.8483 13.18 38.2109 11.3555 6.06849 7.99473 5.81569 4.43385 9.23831 7.63547
threshold=0.13304000000000002 -0.14392999999999997 0.078120000000000009 0.31392000000000003 -0.23803499999999997 -0.39175499999999991 -0.039149999999999997 0.015700000000000002 0.08845500000000002 -0.14680499999999999 -0.11656999999999999 -0.40166999999999992 1.0000000180025095e-35 -0.15615999999999999 -0.071524999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 9 -3 -6 8 -8 11 -4 -11 -7 13 -12 -14
right_child=-2 2 3 -5 5 6 7 -9 -10 10 12 -13 14 -15 -16
leaf_value=0.0038846260338134589 -0.00095988103336403906 0.0035917983424419131 0.0038231378759142885 -0.00041547419966234648 0.0031215543083490368 0.00046333397832094212 -0.0034714595586851824 0.00252918546748763 -0.00082521553732940983 -0.00020021749545184273 -5.9864898521526728e-05 0.0021461659568373522 0.0022141460586749527 0.0019797585547893211 0.0043394878474725968
leaf_weight=85 73 59 61 80 80 114 91 59 95 56 79 177 386 1427 67
leaf_count=85 73 59 61 80 80 114 91 59 95 56 79 177 386 1427 67
internal_value=0 0.00176072 0.00169693 0.00192697 0.000962044 0.000710067 0.000350028 -0.00111079 0.000917865 0.00201727 0.00196257 0.00148713 0.00202443 0.00187273 0.00252863
internal_weight=0 2916 2831 2156 675 616 536 150 386 2076 2015 291 1959 1506 453
internal_count=2989 2916 2831 2156 675 616 536 150 386 2076 2015 291 1959 1506 453
is_linear=0
shrinkage=0.00580803


Tree=708
num_leaves=10
num_cat=0
split_feature=1 40 13 1375 48 0 0 1 3
split_gain=34.4019 10.034 9.48061 8.94258 6.43526 5.88331 9.49727 23.7367 6.68399
threshold=0.15720500000000001 0.095825000000000007 0.26838000000000006 -0.10702499999999998 -0.086624999999999994 -0.23028499999999999 -0.12851999999999997 0.09717000000000002 0.13470000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -7 -8
right_child=-2 -3 -4 4 5 6 8 -9 -10
leaf_value=-0.00067441755771397089 -0.0031648370255941915 -0.00092293887282062111 0.003809843678917557 0.0033113569829944013 0.0029913386943186196 0.0021640101757422416 0.0014800444823807723 -0.0012462133199625943 0.0031259035558775486
leaf_weight=62 53 56 57 63 80 128 2270 137 83
leaf_count=62 53 56 57 63 80 128 2270 137 83
internal_value=0 0.0014636 0.00151002 0.00146356 0.0015116 0.00146955 0.00142302 0.00040076 0.00153813
internal_weight=0 2936 2880 2823 2761 2698 2618 265 2353
internal_count=2989 2936 2880 2823 2761 2698 2618 265 2353
is_linear=0
shrinkage=0.00569414


Tree=709
num_leaves=21
num_cat=0
split_feature=2 3 0 14 151 4 0 2 13 15 15 42 13 15 15 15 0 0 15 3
split_gain=12.2995 9.75034 9.48702 9.7053 8.55495 8.32374 9.69371 9.70155 7.8175 11.703 8.87792 7.27236 8.00434 3.35811 7.99411 15.3042 5.85191 5.82977 4.16332 3.05021
threshold=0.099845000000000003 0.10402500000000002 0.12469500000000001 -0.13131999999999996 0.0048400000000000014 -0.27577999999999997 1.0000000180025095e-35 -0.080104999999999996 -0.094609999999999986 -0.091664999999999983 -0.10763999999999999 0.10019500000000002 0.00029500000000000007 -0.080724999999999977 0.079600000000000018 -0.0044499999999999991 -0.085349999999999995 -0.080809999999999979 -0.22991499999999995 -0.020759999999999997
decision_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 8 -1 7 -7 10 19 -5 12 -11 17 15 -15 -16 18 -9 -10
right_child=2 -3 -4 4 -6 6 -8 13 9 11 -12 -13 -14 14 16 -17 -18 -19 -20 -21
leaf_value=0.0032476264010851698 0.0025014488359748348 -0.00088164400931127766 -0.0017371658369459038 0.0012947889479524273 -0.0015504074473313579 0.0037620682058758289 -0.00077139897372403073 0.00026395354428084575 -0.0012697963437097596 0.0026989795304545208 -0.0016342018792249438 0 0.00081137103976831708 0.0010361887628464949 0.002200060376612929 -0.0019906451849588296 0.0012214446279153145 0.0034861629103085275 0.0017824070514921065 0.00046996337677436041
leaf_weight=80 89 60 54 55 60 57 66 69 69 179 86 80 123 352 285 64 652 57 390 62
leaf_count=80 89 60 54 55 60 57 66 69 69 179 86 80 123 352 285 64 652 57 390 62
internal_value=0 0.00138062 0.000572777 0.000728191 0.00050707 0.00144616 0.00137378 0.00144732 0.000695922 0.00102234 -0.000491257 0.00152602 0.00193039 0.00137669 0.00122749 0.000570376 0.00151917 0.0017678 0.00155428 -0.000445935
internal_weight=0 2132 857 803 714 2072 1992 1926 654 513 141 382 302 1869 1353 416 937 516 459 131
internal_count=2989 2132 857 803 714 2072 1992 1926 654 513 141 382 302 1869 1353 416 937 516 459 131
is_linear=0
shrinkage=0.00569414


Tree=710
num_leaves=22
num_cat=0
split_feature=4 2 39 13 2 2 4 14 2 52 2 4 4 43 2 43 15 13 2 47 43
split_gain=1098.45 304.159 180.484 103.472 95.7356 56.3975 44.6819 48.4756 36.7289 26.2986 25.3003 22.6725 42.7709 15.5117 15.1149 10.695 9.20391 6.73894 6.39633 5.64849 2.61441
threshold=0.31392000000000003 0.13388500000000003 0.08252000000000001 -0.16392499999999996 -0.0050599999999999994 0.13881000000000002 0.00059000000000000014 0.073890000000000011 0.094985000000000014 0.037045000000000002 0.15305000000000002 -0.49269499999999994 -0.14088999999999999 -0.049364999999999992 0.089545000000000013 -0.073819999999999983 -0.076194999999999999 0.019675000000000002 0.11504500000000002 0.093315000000000023 -0.029255
decision_type=2 2 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 13 7 11 -6 14 -3 17 -13 -2 19 -16 20 -5 -15 -8 -11
right_child=5 10 4 6 8 -7 9 -9 -10 16 -12 12 -14 18 15 -17 -18 -19 -20 -21 -22
leaf_value=0.003982898300434687 0.0018172262223699125 0.0037091529288832098 0.0018717151466678319 0.0069438272324795648 0.0064816989155026695 0.00054945997419210109 0.0063559089059669243 0.0082481790281056025 0.0042426987158916459 0.0064825795796704718 0.0018290984501085194 0.0049271139998803386 0.0065259564778862994 0.0033211959308068915 0.0058174197838232232 0.0046751076637300323 0.0059286155064448443 0.0079252154454553178 0.0024402017788429011 0.005501591201215527 0.0070849072683795179
leaf_weight=75 85 70 52 68 53 85 78 71 74 59 53 74 1505 78 52 104 87 53 63 57 66
leaf_count=75 85 70 52 68 53 85 78 71 74 59 53 74 1505 78 52 104 87 53 63 57 66
internal_value=0 0.00604996 0.00620325 0.00635459 0.00421711 0.00197434 0.0064328 0.00658616 0.00517726 0.00589278 0.00289923 0.00651674 0.00645104 0.00251015 0.00549187 0.00505602 0.00644297 0.00737387 0.00292772 0.00599536 0.00680078
internal_weight=0 2651 2528 2349 179 311 2274 1771 127 503 123 1700 1579 226 291 156 212 121 141 135 125
internal_count=2962 2651 2528 2349 179 311 2274 1771 127 503 123 1700 1579 226 291 156 212 121 141 135 125
is_linear=0
shrinkage=0.00205156


Tree=711
num_leaves=14
num_cat=0
split_feature=3 106 147 11 132 51 3 43 3 4 0 12 16
split_gain=15.6709 10.5792 11.377 8.72644 11.8819 11.5392 9.95613 9.12173 13.1377 9.31816 7.92522 5.21407 1.19959
threshold=0.3148450000000001 0.085650000000000018 0.089245000000000005 1.0000000180025095e-35 0.079320000000000015 0.15358000000000002 -0.18945499999999996 -0.12788999999999998 -0.11017499999999998 0.31392000000000003 -0.096849999999999978 0.056995000000000011 -0.070834999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 7 -5 11 -9 -10 -4 -1 -13
right_child=-2 -3 10 4 -6 -7 -8 8 9 -11 -12 12 -14
leaf_value=0.0044670240995202913 -0.0011328393791838691 -0.0013601216133473661 -0.0022269123234168521 0.0020995317377997995 0.00018663236799274372 -0.0013466126718755542 0.0051189747906307996 -0.001170206229140397 0.0016043827668372429 -0.00027435162131904915 0.0011222564516545775 0.0018178823961804078 0.0029074257965148145
leaf_weight=53 96 52 53 89 54 56 84 75 2007 110 59 111 63
leaf_count=53 96 52 53 89 54 56 84 75 2007 110 59 111 63
internal_value=0 0.00144901 0.00150095 0.00158234 0.0027624 0.00147408 0.00356601 0.00153941 0.00141511 0.00150673 -0.000462019 0.00273938 0.00221276
internal_weight=0 2866 2814 2702 227 2475 173 2419 2192 2117 112 227 174
internal_count=2962 2866 2814 2702 227 2475 173 2419 2192 2117 112 227 174
is_linear=0
shrinkage=0.00628679


Tree=712
num_leaves=23
num_cat=0
split_feature=4 13 4 159 475 39 13 133 133 4 51 51 13 43 4 11 133 13 43 42 13 13
split_gain=10.843 12.2598 8.82314 6.82695 16.7272 5.90707 7.51943 6.08177 8.00277 6.36005 5.36878 8.8795 6.24415 5.35803 7.47671 6.23855 6.25622 7.96948 4.36978 3.08665 1.93315 1.46972
threshold=0.028075000000000006 0.17226500000000003 0.055765000000000002 0.08894500000000001 -0.048844999999999993 0.10616500000000001 -0.11210999999999999 -0.0063799999999999994 0.093995000000000009 0.50027500000000014 0.15358000000000002 0.10513500000000002 -0.019539999999999998 -0.11158 -0.070154999999999981 0.085875000000000021 -0.00027499999999999996 -0.066634999999999986 -0.17773999999999998 0.084835000000000008 -1.0000000180025095e-35 -0.093619999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 10 -5 6 -4 -8 9 -9 11 13 -13 14 18 16 21 -18 -1 20 -6 -15
right_child=1 -3 5 4 19 -7 7 8 -10 -11 -12 12 -14 15 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.00031165212422480583 -0.0010456957441929665 -0.0020049004861031226 -0.00071504906923526362 -0.002490433483773145 -9.5253202033358079e-05 0.0025065890595581731 -0.00033858499133527299 0.0012830389303492822 -0.0001670161069856822 0.0032323142551128224 -0.00030240607249426235 0.0017700084509101053 0.004276015491588684 0.0023400708767525044 0.003499817946928998 0.0028582399499984378 0.0012226997372178857 0.00017933332117203713 0.0023215862695901601 0.0022041507437578476 0.0013802448683928321 0.0014446750675986195
leaf_weight=68 85 59 98 52 59 62 88 225 90 68 62 77 52 65 76 64 567 382 67 56 52 488
leaf_count=68 85 59 98 52 59 62 88 225 90 68 62 77 52 65 76 64 567 382 67 56 52 488
internal_value=0 0.00044082 0.000642437 0.00120941 0.000274078 0.000869934 0.000691494 0.000984277 0.00128838 0.00173563 0.00131347 0.00136606 0.00278064 0.00126334 0.00209879 0.00115073 0.00107794 0.000802777 0.00130962 0.00113524 0.000595434 0.00155003
internal_weight=0 775 716 2187 219 631 569 471 383 293 1968 1906 129 1777 211 1566 1502 949 135 167 111 553
internal_count=2962 775 716 2187 219 631 569 471 383 293 1968 1906 129 1777 211 1566 1502 949 135 167 111 553
is_linear=0
shrinkage=0.00558249


Tree=713
num_leaves=19
num_cat=0
split_feature=1 1443 376 51 484 1 11 130 151 124 52 49 47 43 159 13 52 43
split_gain=14.7035 6.85556 5.49328 5.6419 15.8812 19.105 10.6023 6.20663 5.44319 6.00356 5.25957 7.11351 7.30793 5.80868 4.556 3.57771 3.66296 2.60343
threshold=0.12019000000000001 0.084655000000000022 0.084435000000000024 -0.070054999999999992 0.073590000000000003 1.0000000180025095e-35 0.089795000000000014 -0.054004999999999991 -0.093409999999999979 -0.048219999999999992 0.12109500000000002 -0.038669999999999989 0.085585000000000008 -0.055679999999999993 0.096860000000000016 -0.082584999999999978 -0.41694999999999993 -0.019324999999999998
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 7 17 -9 -10 11 -2 13 -13 15 -1 -17 -5
right_child=10 -3 -4 6 5 -7 -8 8 9 -11 -12 12 -14 -15 -16 16 -18 -19
leaf_value=0.0028379161938614423 -0.0016751819096233334 0.0030278996396163995 0.0027048766787277643 0.0035074963466430291 0.00053796162468089793 -0.0039479591213384471 -0.0015688342467149391 0.0024762417002957057 -0.00082567038569684808 0.0010731012364019331 -0.0018526663979567578 -0.0016012174969272997 0.0023231927483393896 0.00092374787463792571 -0.00050548306147731091 0.0017652954594366741 0.00011053378731592167 0.0017352597214071489
leaf_weight=54 64 63 68 52 84 59 53 97 63 1714 64 58 64 78 52 119 83 73
leaf_count=54 64 63 68 52 84 59 53 97 63 1714 64 58 64 78 52 119 83 73
internal_value=0 0.00105804 0.00100974 0.000963663 0.000351509 -0.00131242 0.00109817 0.00116892 0.0010819 0.00100575 -0.000298525 7.79921e-05 0.00063933 -0.000152601 0.00112426 0.00145555 0.00108569 0.00247303
internal_weight=0 2634 2571 2503 451 143 2052 1999 1874 1777 328 264 200 136 308 256 202 125
internal_count=2962 2634 2571 2503 451 143 2052 1999 1874 1777 328 264 200 136 308 256 202 125
is_linear=0
shrinkage=0.00604267


Tree=714
num_leaves=33
num_cat=0
split_feature=1 1 3 3 3 1 15 0 3 15 0 132 3 49 15 3 49 1 48 3 15 3 3 133 3 1 0 3 3 0 43 15
split_gain=1425.82 274.542 133.178 78.3484 63.519 44.1269 41.957 41.7545 37.6168 29.4894 26.7467 34.4254 33.149 25.9175 21.9303 19.3708 15.0392 11.8042 11.653 11.3496 9.94668 9.50997 13.2321 6.83935 4.74428 4.42782 7.12697 4.08528 3.64311 3.31975 2.87466 1.90541
threshold=0.10404000000000001 0.12313000000000002 -0.049204999999999992 -0.073444999999999983 0.3148450000000001 0.093575000000000019 -0.035654999999999992 -0.14920999999999998 -0.084524999999999975 -1.0000000180025095e-35 -0.075914999999999996 0.080815000000000012 -0.14186499999999996 0.10627500000000002 -0.19153499999999998 -0.0048549999999999991 0.0065400000000000015 0.090435000000000015 0.087310000000000013 -0.097199999999999995 -0.035654999999999992 0.091085000000000013 0.0048000000000000013 0.089025000000000007 -0.081224999999999978 0.082295000000000021 -0.086834999999999982 -0.083504999999999982 -0.080884999999999985 -0.084114999999999981 -0.017474999999999997 0.087450000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 7 14 13 8 -1 -2 -7 17 12 -12 16 -3 -4 21 23 -17 -14 -16 22 30 25 -21 28 -27 31 -9 -29 -5 -25
right_child=1 4 15 5 -6 9 -8 10 -10 -11 11 -13 19 -15 20 18 -18 -19 -20 24 -22 -23 -24 27 -26 26 -28 29 -30 -31 -32 -33
leaf_value=0.0087416102888789836 0.0039458604960746491 0.0019135574362076928 0.0026751342430936143 0.0067743537321122106 0.00053194248276371495 0.0044813648831867319 0.0071884600084366965 0.007513580726383421 0.0062964520346482445 0.0064404243769977934 0.0082686786426656046 0.0051068704580497044 0.0057083900422688133 0.0053212003394297776 0.0038854926709145921 0.0045456177040711868 0.007485442641168503 0.0065661285564219017 0.003282626948144077 0.0071323233725492964 0.0026604450495299188 0.0058771085430269253 0.0075699708049656199 0.0073909103980146678 0.0064738540315549412 0.0064418299403107915 0.0073724506443272001 0.0063427068658815436 0.0071269763123217528 0.0070535980320374954 0.0062200741023537174 0.0069087220212153688
leaf_weight=68 55 93 73 70 84 81 70 622 60 54 58 55 54 58 55 72 99 102 54 87 57 67 62 103 101 52 107 55 126 58 95 55
leaf_count=68 55 93 73 70 84 81 70 622 60 54 58 55 54 58 55 72 99 102 54 87 57 67 62 103 101 52 107 55 126 58 95 55
internal_value=0 0.00354535 0.00468214 0.00694229 0.0020348 0.00629493 0.00593538 0.00716503 0.00517245 0.00526515 0.00709944 0.00660049 0.00687425 0.00660314 0.0026505 0.00351696 0.00679227 0.00723781 0.00400451 0.00653995 0.00326223 0.00655878 0.00675988 0.00729595 0.00677869 0.00738185 0.00706823 0.00700836 0.00744849 0.00670778 0.00645536 0.0072232
internal_weight=0 673 384 2289 289 586 185 1703 115 135 1635 355 300 451 205 199 393 1280 126 242 112 294 227 1178 188 907 159 271 748 113 165 158
internal_count=2962 673 384 2289 289 586 185 1703 115 135 1635 355 300 451 205 199 393 1280 126 242 112 294 227 1178 188 907 159 271 748 113 165 158
is_linear=0
shrinkage=0.00205156


Tree=715
num_leaves=10
num_cat=0
split_feature=1 0 149 2 455 151 447 1427 1
split_gain=19.4404 9.63542 6.22303 8.14607 5.55278 8.76497 7.12334 6.14751 6.14382
threshold=0.13699000000000003 -0.055084999999999988 0.079475000000000004 -0.14339499999999997 0.088355000000000003 0.053170000000000002 0.08537500000000002 1.0000000180025095e-35 0.10075500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 8 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.0010434318561128562 0.00037676447726764481 -0.0022909872983456849 0.0027694534123766735 0.0011067605016887776 0.0028602207960328379 -0.00060315735726565109 0.0028381055246928895 0.0025158552754793845 0.00034496918392411973
leaf_weight=59 88 81 64 1960 52 100 70 84 397
leaf_count=59 88 81 64 1960 52 100 70 84 397
internal_value=0 -0.00090151 0.00104827 0.00100778 0.00105325 0.00101724 0.00108179 0.0010314 0.000978474
internal_weight=0 169 2786 2722 2663 2611 2511 2441 2357
internal_count=2955 169 2786 2722 2663 2611 2511 2441 2357
is_linear=0
shrinkage=0.00558249


Tree=716
num_leaves=21
num_cat=0
split_feature=4 0 48 48 12 39 0 51 3 48 0 0 2 3 12 160 2 43 43 1374
split_gain=14.6079 15.6979 8.07693 10.4383 6.83562 7.28581 5.86365 5.38975 10.2577 8.88192 11.5832 8.23787 8.14276 8.04323 8.052 9.43061 7.79787 5.59895 4.55604 2.36616
threshold=0.31392000000000003 0.0062000000000000006 -0.087924999999999989 -0.024949999999999996 -0.020034999999999994 0.095830000000000012 -0.13843999999999998 0.078960000000000016 -0.13392999999999997 0.088750000000000009 -0.070664999999999992 0.11737000000000002 0.096860000000000016 -0.097829999999999986 -0.020034999999999994 0.084935000000000024 0.088105000000000003 -0.085154999999999995 -0.0039049999999999992 0.080090000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 -4 5 -2 -6 8 11 12 -11 -5 17 16 15 -15 -10 -9 -19 -16
right_child=1 -3 3 7 6 -7 -8 9 13 10 -12 -13 -14 14 19 -17 -18 18 -20 -21
leaf_value=0.0028768148957530135 0.0021390578999685994 -0.0029798894260430484 -0.0012882737671446531 0.0034676394083565827 0.00036614756133708732 -0.00043790410912190181 -0.0019403535512900832 -0.0010888329842406333 0.00086140106410015371 0.0003779073478530771 -0.0027603965058432722 0.00098349602469302642 0.002675467505317036 0.0030316827524132818 0.00082679616924750856 0.00045266885249237848 -0.0020237842491821994 0.0018389619360158907 7.3748275279012434e-05 0.001990664336581969
leaf_weight=57 76 54 65 84 70 54 58 53 56 97 52 71 59 110 1601 65 52 80 89 52
leaf_count=57 76 54 65 84 70 54 58 53 56 97 52 71 59 110 1601 65 52 80 89 52
internal_value=0 -0.000349047 0.000878478 0.000834409 0.000201373 0.00106819 -0.000678538 0.000889162 0.00100168 0.000341857 -0.000716955 0.00233011 0.000903496 0.000895298 0.000979374 0.00207409 -0.000527232 0.000432308 0.000909691 0.000863444
internal_weight=0 312 2643 2586 258 130 128 2521 2091 430 149 155 281 1936 1828 175 108 222 169 1653
internal_count=2955 312 2643 2586 258 130 128 2521 2091 430 149 155 281 1936 1828 175 108 222 169 1653
is_linear=0
shrinkage=0.00536572


Tree=717
num_leaves=13
num_cat=0
split_feature=3 48 48 16 15 160 2 159 156 3 160 457
split_gain=13.009 6.39574 10.4853 7.60079 7.081 8.85499 7.42935 5.46725 10.3302 11.4609 5.163 6.22336
threshold=0.35004500000000011 -0.088899999999999993 -0.078904999999999989 -0.54150999999999994 -0.24211499999999997 -0.077899999999999983 0.12665000000000001 0.084780000000000008 0.088735000000000022 -0.085894999999999985 0.11262000000000001 0.088175000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -7 10 9 -9 11 -6
right_child=-2 2 3 4 7 6 -8 8 -10 -11 -12 -13
leaf_value=0.0029816164271019726 -0.0018589828251046393 -0.0019649990721556294 0.00303809702902511 0.0016711627327556432 0.000772099082647012 -0.0029849559504659218 0.00033089712967385366 0.0044754037841027439 -0.00076956579025853227 0.0013842260964799927 -0.00073507044090645555 0.0029635069674801219
leaf_weight=58 79 58 66 55 2061 65 52 72 59 179 94 57
leaf_count=58 79 58 66 55 2061 65 52 72 59 179 94 57
internal_value=0 0.000831192 0.000786907 0.000844762 0.000791002 -0.000492802 -0.00151065 0.000878585 0.00169226 0.00227122 0.000764521 0.000831108
internal_weight=0 2876 2818 2760 2694 172 117 2522 310 251 2212 2118
internal_count=2955 2876 2818 2760 2694 172 117 2522 310 251 2212 2118
is_linear=0
shrinkage=0.00654078


Tree=718
num_leaves=12
num_cat=0
split_feature=15 15 10 2 12 41 2 1 39 158 47
split_gain=8.35371 17.9055 8.19532 12.5177 6.07023 9.31048 8.28771 7.02306 6.10692 5.14503 4.39308
threshold=-0.26361999999999991 -0.43091499999999999 -0.084514999999999993 -0.0098549999999999974 -0.067899999999999988 0.083975000000000008 0.13673000000000005 0.11669000000000002 0.094095000000000026 0.087070000000000022 0.09550500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 -4 8 6 7 10 -5 -1 -6
right_child=2 -3 3 4 5 -7 -8 -9 -10 -11 -12
leaf_value=0.0014428210804628449 0.002700707777553925 -0.0033770334138320227 -0.0015597584767848059 0.0029116829059367675 0.00079632375243831102 -0.0018524745039501618 -0.0014624941446459575 0.0024907459932853389 0.00020089500037719576 -0.0010155279550750002 -0.00034426018608350731
leaf_weight=103 83 66 101 100 2024 59 69 96 52 53 149
leaf_count=103 83 66 101 100 2024 59 69 96 52 53 149
internal_value=0 -0.000577012 0.000716285 0.000654105 0.000741853 0.000663008 0.000726516 0.000793114 0.00198476 0.000607174 0.000718084
internal_weight=0 222 2733 2650 2549 2397 2338 2269 152 156 2173
internal_count=2955 222 2733 2650 2549 2397 2338 2269 152 156 2173
is_linear=0
shrinkage=0.00641253


Tree=719
num_leaves=17
num_cat=0
split_feature=4 159 147 151 11 52 41 51 15 13 3 50 1 43 13 4
split_gain=7.88215 7.62634 7.12777 7.31912 8.96 28.4044 8.77192 7.30651 6.85494 6.58703 5.01578 4.3703 4.0005 3.71707 3.4205 1.48122
threshold=0.51292000000000015 0.084780000000000008 0.089245000000000005 0.084350000000000008 0.078340000000000007 -0.22118499999999996 0.075585000000000013 0.14560000000000003 0.090310000000000015 -0.0031649999999999998 0.0048000000000000013 0.13265500000000002 0.086965000000000001 -0.084059999999999982 -0.10526999999999999 0.057200000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 11 9 13 -2 -1 -11 -3 -15 -16
right_child=10 8 -4 -5 5 -7 -8 -9 -10 12 -12 -13 -14 14 15 -17
leaf_value=0.00047190592545715958 9.6615359243006446e-05 -0.00033509782168088416 -0.0012025340777656233 0.0022868833992352369 0.0018136600491221791 -0.0031717093660400429 0.002734771524673477 -0.0014994005384581285 -0.00069859173505488429 0.0017316011068945088 -0.0023540964060049961 0.0021658066344227927 0.0039973627416040429 0.00018874856911164494 0.0025967508051739376 0.0013018323918838649
leaf_weight=1933 64 53 92 76 73 89 61 65 52 58 54 55 52 53 66 59
leaf_count=1933 64 53 92 76 73 89 61 65 52 58 54 55 52 53 66 59
internal_value=0 0.00053811 0.000414903 0.000478197 0.000417773 -0.000924825 0.000520689 0.000454872 0.00130415 0.00160974 -0.00102436 0.000518801 0.00280326 0.00104113 0.00145126 0.00198606
internal_weight=0 2837 2444 2352 2276 162 2114 2053 393 341 118 1988 110 231 178 125
internal_count=2955 2837 2444 2352 2276 162 2114 2053 393 341 118 1988 110 231 178 125
is_linear=0
shrinkage=0.00592419


Tree=720
num_leaves=13
num_cat=0
split_feature=9 10 9 40 484 49 158 52 49 11 151 157
split_gain=12.7534 8.76728 14.1031 7.73635 8.84546 7.38465 4.83396 5.26403 8.57224 5.74367 3.35597 3.0392
threshold=-1.0000000180025095e-35 -0.16491499999999995 0.091775000000000009 0.0045850000000000005 0.079595000000000013 -0.046109999999999991 -0.41608999999999996 0.13759500000000005 0.011845000000000001 1.0000000180025095e-35 -0.0071249999999999985 -0.071544999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3 9 -9 -8 -7 -12
right_child=1 2 -4 -5 5 10 7 8 -10 -11 11 -13
leaf_value=-0.0017772087636604666 -0.0019815504313408757 0.0023459884275812345 0.0037326488255624577 -0.0016661066016457669 0.0037937141992255658 -8.9523635390193561e-05 0.00041152185512207464 0.00016018359103711006 -0.0027109451374408805 0.0016748302956047336 0.0026605070903040593 0.0010128011078379239
leaf_weight=100 55 54 58 64 52 67 1838 192 55 161 69 139
leaf_count=100 55 54 58 64 52 67 1838 192 55 161 69 139
internal_value=0 0.000553165 0.000603902 0.000536442 0.000590127 0.00157706 0.000449782 0.000404161 -0.000478859 0.000513303 0.00115766 0.00155973
internal_weight=0 2804 2749 2691 2627 327 2300 2246 247 1999 275 208
internal_count=2904 2804 2749 2691 2627 327 2300 2246 247 1999 275 208
is_linear=0
shrinkage=0.00641253


Tree=721
num_leaves=33
num_cat=0
split_feature=1 3 14 2 12 2 12 1 47 2 12 12 376 2 2 39 4 4 1 1 2 4 160 42 133 1 42 3 159 3 12 160
split_gain=1259.06 281.099 126.208 116.607 114.214 93.288 62.2858 55.3783 41.9681 33.21 28.9712 25.1589 23.5937 20.1101 19.3736 16.4691 13.9281 13.4181 8.56221 13.1813 6.60019 6.12224 5.61869 4.41811 4.30057 3.88096 5.23248 3.74827 3.07173 2.12699 1.59456 1.76234
threshold=0.10404000000000001 -0.049204999999999992 0.073890000000000011 0.17553000000000005 0.056995000000000011 0.11426500000000002 0.091625000000000012 0.087225000000000011 0.09023500000000001 0.092250000000000013 -1.0000000180025095e-35 0.11819000000000002 1.0000000180025095e-35 0.099345000000000017 0.11558500000000001 0.089940000000000006 -0.0005399999999999999 -0.085594999999999991 0.11883500000000001 0.11039500000000001 0.08400500000000001 -0.016894999999999997 -0.29136999999999996 -0.011964999999999998 0.089180000000000023 0.083065000000000014 0.08179500000000002 -0.073614999999999986 -0.027939999999999996 -0.095259999999999997 0.088725000000000012 -0.019279999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 8 7 18 17 13 10 -9 12 16 15 21 -12 -3 22 20 19 -2 -6 -1 -8 -18 25 28 -27 -24 -19 -22 31 -26
right_child=1 3 -4 -5 6 -7 11 9 -10 -11 14 -13 -14 -15 -16 -17 23 24 -20 -21 29 -23 27 -25 30 26 -28 -29 -30 -31 -32 -33
leaf_value=0.0084616101105926406 0.0061960364293793561 -0.00030542085948878905 0.010668141463996443 -0.0016148058329031555 0.0095369024912316924 0.0031430277334043651 0.0066579382178458954 0.0060717326747663216 0.0043375133335993559 0.0037950767992284851 0.0042731971198729148 0.005558675159713795 0.0026826844342294595 0.0058926013210163818 0.0021111969001072228 0.0017483498069792291 0.0071163164354881734 0.0086832997035987038 0.0058383565621911784 0.0079815275329817408 0.00877838120540873 0.007167192580624036 0.0076719938587501875 0.0061709144899081006 0.0069995052270631448 0.0070360075177535748 0.0079813569428160581 0.0070295368965180528 0.0080587445977187838 0.0080343338283308842 0.0078906810207981515 0.0076659376974960169
leaf_weight=52 58 56 86 53 52 75 58 94 77 87 57 73 69 61 60 54 55 64 57 59 53 52 329 98 52 60 137 81 493 59 68 65
leaf_count=52 58 56 86 53 52 75 58 94 77 87 57 73 69 61 60 54 55 64 57 59 53 52 329 98 52 60 137 81 493 59 68 65
internal_value=0 0.00337781 0.00751503 0.00206835 0.00738848 0.00561799 0.00765738 0.00599183 0.00259177 0.00497759 0.00213754 0.00703417 0.00146599 0.00710426 0.00316472 0.000702536 0.00720757 0.00804948 0.00668462 0.00709665 0.00875156 0.00781467 0.00743525 0.00651095 0.00792683 0.00801642 0.00769358 0.00754514 0.00813056 0.00838668 0.00756153 0.00736999
internal_weight=0 675 2229 426 2143 249 1797 346 373 181 296 694 179 165 117 110 621 1103 174 117 164 104 468 153 939 754 197 410 557 112 185 117
internal_count=2904 675 2229 426 2143 249 1797 346 373 181 296 694 179 165 117 110 621 1103 174 117 164 104 468 153 939 754 197 410 557 112 185 117
is_linear=0
shrinkage=0.00265391


Tree=722
num_leaves=14
num_cat=0
split_feature=44 9 0 49 40 13 12 0 123 1429 52 49 0
split_gain=12.0779 11.3324 5.72753 8.26697 5.92455 5.0766 19.0481 15.9948 7.15127 7.06717 6.42521 6.00755 5.43192
threshold=0.081710000000000019 -1.0000000180025095e-35 -0.22480499999999998 -0.038669999999999989 1.0000000180025095e-35 -0.05171499999999999 0.098785000000000012 -0.036459999999999992 0.084780000000000008 0.080400000000000013 0.023800000000000005 -0.07929499999999999 -0.13165999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 8 -4 11 -8 -7 -13
right_child=-2 2 4 -5 -6 9 10 -9 -10 -11 -12 12 -14
leaf_value=-0.0013940562283652298 0.003226961325496797 0.00082585546038306946 0.00062827809568278821 -0.0021293647096475151 -0.0010335059608396664 -0.0006084729475817381 -0.0026297244707697946 0.0035458534687479761 -0.0011738578728922779 0.0025349018422615218 -0.0001365012332922231 0.0023045581513667646 0.00082140981198970675
leaf_weight=94 52 60 1139 58 65 84 76 57 73 81 56 84 925
leaf_count=94 52 60 1139 58 65 84 76 57 73 81 56 84 925
internal_value=0 0.000511865 0.000576846 -0.000626205 0.000630641 0.000672672 0.000445688 0.000655659 0.000519684 0.000943494 -0.00157244 0.000825503 0.000944942
internal_weight=0 2852 2758 118 2640 2575 1401 1269 1212 1174 132 1093 1009
internal_count=2904 2852 2758 118 2640 2575 1401 1269 1212 1174 132 1093 1009
is_linear=0
shrinkage=0.00558249


Tree=723
num_leaves=13
num_cat=0
split_feature=44 9 390 1447 484 4 4 150 150 43 42 157
split_gain=8.35458 7.83932 6.59886 4.87585 6.1633 5.94879 10.9079 5.4752 4.90552 4.16968 5.31683 3.65248
threshold=0.081710000000000019 -1.0000000180025095e-35 0.086130000000000012 -0.086009999999999989 0.089535000000000017 0.31392000000000003 0.50027500000000014 0.10373000000000002 0.11890000000000002 -0.085784999999999986 0.084725000000000009 0.10690000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 8 7 -7 11 -6 -11 -5
right_child=-2 2 -4 4 9 6 -8 -9 -10 10 -12 -13
leaf_value=-0.0011826398411173391 0.0027375747513016554 -0.00077446937970070638 -0.0015001501002703018 0.00067224015627779837 0.00019754657785523143 -0.0027664828842190979 0.00093283841382593583 -0.00025965413440589332 -0.0011320503149060271 0.0030953525843226315 0.0010206535324349872 -0.00047552697230624115
leaf_weight=94 52 90 53 2029 60 62 103 52 53 73 89 94
leaf_count=94 52 90 53 2029 60 62 103 52 53 73 89 94
internal_value=0 0.000434231 0.00048936 0.000528364 0.000573226 0.00048899 -0.000409869 -0.00162355 0.000578656 0.00148096 0.00195592 0.000621392
internal_weight=0 2852 2758 2705 2615 2393 217 114 2176 222 162 2123
internal_count=2904 2852 2758 2705 2615 2393 217 114 2176 222 162 2123
is_linear=0
shrinkage=0.00569414


Tree=724
num_leaves=30
num_cat=0
split_feature=1 3 2 2 14 2 12 3 2 2 1 2 3 12 133 12 48 12 3 13 16 52 3 1 3 43 12 1446 16
split_gain=1061.43 268.211 125.954 92.9801 90.8287 72.1237 37.1544 33.4404 30.4227 59.8182 27.0454 54.6617 25.8752 19.597 15.1923 14.9964 11.0651 10.5455 9.85187 13.5225 9.72647 8.75926 8.57826 6.89021 5.98092 5.75164 5.4653 8.7794 4.69899
threshold=0.10404000000000001 -0.049204999999999992 0.17553000000000005 0.11426500000000002 0.064610000000000015 0.097005000000000022 -0.032329999999999991 0.31819000000000003 -0.0050599999999999994 0.10682000000000001 0.085720000000000005 0.08622500000000001 0.085880000000000012 0.083310000000000009 0.035950000000000003 0.11819000000000002 0.093225000000000016 0.085465000000000013 -0.087104999999999988 -0.0079349999999999993 -0.0098949999999999975 0.008405000000000001 -0.080349999999999991 0.11561500000000001 0.13772500000000001 -0.090674999999999992 0.083885000000000015 0.083975000000000008 0.18879500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 7 21 5 10 -7 8 -3 -10 13 14 -11 20 18 17 26 -8 -12 -20 -1 23 25 -2 -14 -19 -15 -28 -24
right_child=1 2 -4 -5 -6 6 15 -9 9 12 11 -13 24 16 -16 -17 -18 22 19 -21 -22 -23 28 -25 -26 -27 27 -29 -30
leaf_value=0.0068866710131972797 0.0066939004148278891 0.0013865993431303447 -0.0013535880881067883 0.0027639729631902059 0.0085168633920017431 0.0039012982024894216 0.0050641192487495068 0.00079667633785159855 0.0051825841148747994 0.0013656119042058732 0.0055807957831501579 0.0039926743488509289 0.0035816570957103054 0.0058498444154055675 0.0054788064413651538 0.0046728809192112088 0.0055708401527636122 0.0057799997463573059 0.0064097039432342504 0.0077004828141686802 0.0081519487558232399 0.0050112937089789996 0.005918989871509993 0.0056065301440602483 0.0025618054700378718 0.0067089499998975854 0.0065044007260924262 0.0072325744891391522 0.00508427324657886
leaf_weight=75 57 73 53 75 87 71 74 58 53 70 52 64 63 56 102 67 65 52 214 52 54 53 107 64 56 103 786 96 52
leaf_count=75 57 73 53 75 87 71 74 58 53 70 52 64 63 56 102 67 65 52 214 52 54 53 107 64 56 103 786 96 52
internal_value=0 0.00300522 0.00191352 0.00487285 0.00624737 0.00615518 0.00542635 0.00237782 0.00266887 0.00305557 0.00639239 0.00594374 0.00245898 0.00658419 0.00624099 0.00566427 0.00647712 0.00583541 0.00648538 0.00666213 0.00741651 0.00578171 0.0060171 0.00611896 0.00310193 0.00639746 0.0065399 0.00658369 0.00564615
internal_weight=0 675 426 249 2229 2142 526 373 315 242 1616 484 189 1132 420 455 1003 388 318 266 129 174 314 121 119 155 938 882 159
internal_count=2904 675 426 249 2229 2142 526 373 315 242 1616 484 189 1132 420 455 1003 388 318 266 129 174 314 121 119 155 938 882 159
is_linear=0
shrinkage=0.00226508


Tree=725
num_leaves=21
num_cat=0
split_feature=157 51 16 156 133 0 475 156 15 0 14 3 15 12 0 15 0 15 14 1
split_gain=7.35837 5.31972 8.95519 9.01241 14.8372 14.8602 20.0692 15.7774 10.7534 8.7745 6.2228 8.84654 13.1431 5.93985 5.12794 4.74303 4.52572 4.28854 3.99574 5.4584
threshold=-0.37949999999999989 -0.40775499999999992 -0.0048749999999999991 0.10691500000000002 0.085355000000000014 -0.00077999999999999999 -1.0000000180025095e-35 0.088735000000000022 0.086605000000000015 -0.032274999999999991 -0.13131999999999996 0.12478500000000002 -0.10763999999999999 0.091945000000000013 -0.08706499999999999 -0.014669999999999997 -0.066934999999999981 -0.076594999999999983 0.078495000000000023 0.07665000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 16 9 4 5 7 -7 14 15 10 -3 18 -13 -5 -4 -6 -2 -11 19 -12
right_child=1 2 3 13 8 6 -8 -9 -10 17 11 12 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0024798731658576979 0.00056525254367990505 0.0023120314476284122 -0.00082308634044386418 0.0025057577474186733 0.00078899277641391273 -0.00013733821331740763 -0.0047172319641103416 -0.0029167334539762562 -0.0010710494837616509 0.0010824969202894881 0.00082810248301306807 0.00095107199643942387 -0.0026857529511907638 0.00028416342938487508 0.00065018315475355018 0.0026135005418775003 0.0027023199448913166 0.003191029320909707 0.0020080255475788751 0.00021808330315373057
leaf_weight=55 53 57 93 60 86 52 54 52 55 53 1048 54 56 75 220 73 57 54 57 663
leaf_count=55 53 57 93 60 86 52 54 52 55 53 1048 54 56 75 220 73 57 54 57 663
internal_value=0 0.000537702 0.000494042 2.96143e-05 -0.000215145 -0.000737073 -0.00247102 -0.000233361 0.000933323 0.000680513 0.000599384 0.000547373 -0.000899892 0.00127195 0.000212259 0.00162701 0.00167315 0.00214714 0.000637449 0.000591757
internal_weight=0 2972 2862 820 685 471 106 365 214 2042 1935 1878 110 135 313 159 110 107 1768 1711
internal_count=3027 2972 2862 820 685 471 106 365 214 2042 1935 1878 110 135 313 159 110 107 1768 1711
is_linear=0
shrinkage=0.00526051


Tree=726
num_leaves=12
num_cat=0
split_feature=482 11 11 147 15 10 9 4 43 11 475
split_gain=7.4803 5.84866 8.45312 6.31673 12.2614 8.47939 9.52854 6.9108 6.09705 2.51221 2.42311
threshold=0.11801000000000002 0.080455000000000013 0.094115000000000018 0.096075000000000008 0.13954000000000003 -0.084514999999999993 -1.0000000180025095e-35 -0.44205499999999992 -0.0025899999999999994 0.087325000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 -1 -7 10 -9 -3 -8
right_child=-2 2 -4 -5 -6 6 7 8 -10 -11 -12
leaf_value=0.0024292701542394848 0.0027430420291102531 0.0034444322013748876 -0.0001370326222379122 0.0022999172165812185 -0.0020598696442989646 -0.0016303850429534293 0.0010248778281154204 0.00060589615832370232 -2.6531912869534874e-05 0.0016911461040205603 0.0028191774810010389
leaf_weight=74 53 53 68 62 70 79 52 1594 805 63 54
leaf_count=74 53 53 68 62 70 79 52 1594 805 63 54
internal_value=0 0.000497392 0.00152054 0.000429893 0.00038737 0.000451843 0.000395189 0.000459095 0.000393654 0.00249276 0.00193955
internal_weight=0 2974 184 2790 2728 2658 2584 2505 2399 116 106
internal_count=3027 2974 184 2790 2728 2658 2584 2505 2399 116 106
is_linear=0
shrinkage=0.00592419


Tree=727
num_leaves=16
num_cat=0
split_feature=4 3 157 11 3 160 42 0 4 1446 4 51 376 483 4
split_gain=5.58582 6.51525 4.52931 3.92271 9.29486 19.1412 11.8133 7.24155 4.97764 3.7382 3.61055 8.67011 4.8179 3.06036 1.12149
threshold=0.55074000000000012 0.35004500000000011 -0.37949999999999989 0.080455000000000013 -0.11151499999999999 -0.014214999999999998 0.073240000000000013 0.051660000000000005 0.04105000000000001 0.085345000000000018 -0.15764999999999998 -0.11101499999999999 0.085945000000000008 0.088995000000000005 -0.068809999999999996
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 -5 10 11 -6 -12 14 -11
right_child=-2 -3 3 7 9 6 -8 -9 -10 13 12 -13 -14 -15 -16
leaf_value=0.0019242012172559025 0.0017444278520798366 -0.0014993691275525835 -0.0035987894347203134 0.0029658009996130805 -0.00056432522246178561 -0.0010293450551408308 0.0021798726039543958 -0.00048493589466051964 0.0007486060289871835 0.0011454389560813494 0.00033545968713821078 0.0021870117706084065 -0.0013176295672548729 0.00010407265803315485 0.0021995347803215127
leaf_weight=55 87 53 52 61 52 85 54 53 56 60 2107 90 52 53 57
leaf_count=55 87 53 52 61 52 85 54 53 56 60 2107 90 52 53 57
internal_value=0 0.000364658 0.000398898 0.000369255 0.000318759 -0.000821562 0.000216989 0.00115961 0.00190507 0.000406926 0.000350163 0.00117908 0.000295618 0.00117488 0.00165946
internal_weight=0 2940 2887 2832 2662 191 139 170 117 2471 2301 142 2159 170 117
internal_count=3027 2940 2887 2832 2662 191 139 170 117 2471 2301 142 2159 170 117
is_linear=0
shrinkage=0.00536572


Tree=728
num_leaves=22
num_cat=0
split_feature=482 52 16 41 3 3 3 160 52 12 3 124 1 160 2 13 16 156 160 1 13
split_gain=5.30529 4.55359 6.43025 9.81641 8.7356 10.7146 23.7835 7.82661 10.4088 8.04759 10.3929 9.16733 7.71591 7.4362 6.1455 6.71031 4.00863 3.61935 3.21133 2.52573 0.781975
threshold=0.11801000000000002 -0.53473999999999988 -0.007794999999999999 0.078150000000000011 -0.12711499999999995 0.092005000000000017 0.13470000000000001 0.091625000000000026 -0.034409999999999989 -0.14392999999999997 0.12478500000000002 -0.082135 0.090435000000000015 0.084480000000000013 0.098290000000000002 0.0024700000000000004 0.51165500000000008 0.11931500000000002 0.10546000000000001 0.089895000000000017 -0.069029999999999994
decision_type=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 7 4 -4 14 -7 8 13 -10 11 -11 18 19 15 -6 -16 20 -9 -3 -1
right_child=-2 2 3 -5 5 6 -8 12 9 10 -12 -13 -14 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=0.0018028481580553651 0.0027719276997791656 -0.0013701917022267253 -0.0030126649572686181 0.0028705352965852754 0.00031248179881238156 -0.005882272963376671 0.0011284247524539646 0.0022789672677377263 0.003385601232016451 -0.0023120405860060579 -0.0023884579360051398 0.00075009066094757263 0.0044402602093928448 0.00079966609267122387 -0.0016162984627472641 0.0029543107182941094 0.00080275499912530249 0.00020141056537820311 -0.00028406835840339919 -0.003658435679584258 0.0030799752059994571
leaf_weight=53 53 53 64 53 361 52 53 53 55 55 64 1485 53 57 130 61 52 63 53 52 52
leaf_count=53 53 53 64 53 361 52 53 53 55 55 64 1485 53 57 130 61 52 63 53 52 52
internal_value=0 0.000420466 0.000349905 -0.000195962 -0.000406315 -0.000170934 -0.00234279 0.000577665 0.000440766 0.000614822 0.000519765 0.000640678 0.00214505 -0.00134122 0.000206493 0.000694544 -0.000924708 0.00159855 0.000996708 -0.00250417 0.00243608
internal_weight=0 2974 2806 826 773 709 105 1980 1821 1659 1604 1540 159 162 604 422 182 168 106 105 105
internal_count=3027 2974 2806 826 773 709 105 1980 1821 1659 1604 1540 159 162 604 422 182 168 106 105 105
is_linear=0
shrinkage=0.00736598


Tree=729
num_leaves=22
num_cat=0
split_feature=4 2 12 14 4 15 0 15 4 124 0 52 34 15 2 4 43 2 12 12 15
split_gain=805.875 256.871 148.662 50.4791 44.1445 39.4663 45.6557 50.4206 28.3562 27.9154 26.2519 40.5447 25.7035 27.3775 25.6916 24.2118 18.734 18.2858 12.0885 10.5017 6.88686
threshold=0.31392000000000003 0.13388500000000003 -1.0000000180025095e-35 0.064610000000000015 -0.0048949999999999992 0.025430000000000005 -0.12851999999999997 -0.097794999999999979 -0.098074999999999982 -0.061329999999999989 -0.07847999999999998 -0.45635499999999996 -0.023104999999999997 -0.43091499999999999 0.12933000000000003 0.51326500000000019 -0.085204999999999989 0.14744000000000002 0.089210000000000025 0.083815000000000014 0.090075000000000002
decision_type=2 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 16 6 7 -4 -7 -6 18 -12 -2 15 -15 -14 -1 -3 -8 -10 -21
right_child=12 17 3 -5 9 8 10 -9 19 -11 11 -13 13 14 -16 -17 -18 -19 -20 20 -22
leaf_value=0.0046553118213384379 0.0010031999393149906 0.0040389685901291977 0.0066011631277801287 0.0081844536761682043 0.0045323881671529712 0.0082997095876051526 0.0068288312468876948 0.0037292225695280644 0.0076630067776680202 0.0067480199571404529 0.0068515329870305463 0.0053800019369725357 0.0046539624124284371 0.0028218053328057948 0.00094120678048722844 0.0026003606249988269 0.0028453810263256662 0.0022799533054930743 0.0061926466019030296 0.0068236940269575351 0.0064271174000783025
leaf_weight=53 54 52 53 89 60 59 430 77 53 57 146 282 54 96 61 65 66 73 240 447 460
leaf_count=53 54 52 53 89 60 59 430 77 53 57 146 282 54 96 61 65 66 73 240 447 460
internal_value=0 0.00618316 0.00633728 0.00651039 0.00462364 0.00644407 0.0061704 0.00490028 0.00677386 0.00561201 0.00632076 0.00588203 0.00243307 0.00271274 0.00209128 0.00353245 0.00365169 0.0030119 0.00660098 0.00668006 0.00662259
internal_weight=0 2697 2572 2336 236 2247 1228 130 1019 117 1098 428 330 276 157 119 119 125 670 960 907
internal_count=3027 2697 2572 2336 236 2247 1228 130 1019 117 1098 428 330 276 157 119 119 125 670 960 907
is_linear=0
shrinkage=0.00226508


Tree=730
num_leaves=27
num_cat=0
split_feature=1 2 16 1 150 2 50 9 11 2 1 2 15 16 49 16 16 15 2 16 48 1212 1456 483 2 2
split_gain=788.805 141.001 114.04 54.305 65.3514 42.9825 41.7146 25.5535 24.9251 23.5962 22.275 21.8788 19.3382 35.5831 13.6624 20.5679 11.0691 27.794 8.79846 7.78443 5.73902 5.06212 4.69007 3.6444 3.70048 1.83449
threshold=0.10423500000000001 0.14744000000000002 0.12992000000000004 0.092845000000000025 1.0000000180025095e-35 0.10836000000000003 0.10481500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.25063000000000007 0.122075 0.10043500000000001 -0.050529999999999999 -0.040874999999999995 -0.026279999999999998 -0.42170999999999997 0.25619500000000001 0.033605000000000003 0.091290000000000024 -0.11082499999999999 0.090935000000000016 0.092360000000000012 0.056325000000000007 1.0000000180025095e-35 0.09277500000000001 0.11719
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 16 8 7 -2 18 -3 -4 -9 25 -14 -13 -16 17 -5 19 -1 23 22 -21 24 -20 -7
right_child=1 9 10 4 -6 12 -8 11 -10 -11 -12 14 13 -15 15 -17 -18 -19 20 21 -22 -23 -24 -25 -26 -27
leaf_value=0.0059880887498828137 0.0013371229560874701 0.0016595945026664093 0.0054560612567846221 0.0039016696217659681 0.0025620944284232608 0.0048772985743664819 0.0042503600021861045 0.0034295686158333375 0.0064065061435175721 -0.00017306693134642702 0.0038508812688222171 0.0030306509949457254 0.0049300166657945408 0.0028042784403011101 0.0028257882320076059 0.0012628224259823239 0.0056657733274300282 0.0054099125520581642 0.0049052474198280245 0.0054114691810263557 0.0046222640992698042 0.0049641286712103563 0.0058282189819706866 0.0047872244817332163 0.0054307791717245887 0.0053890438261941318
leaf_weight=99 63 53 75 91 56 53 56 100 94 52 57 66 68 52 56 72 53 92 64 920 67 85 115 57 248 55
leaf_count=99 63 53 75 91 56 53 56 100 94 52 57 66 68 52 56 72 53 92 64 920 67 85 115 57 248 55
internal_value=0 0.00280341 0.00319863 0.00521901 0.00444037 0.005334 0.00269857 0.00245509 0.00543698 0.000751794 0.00476307 0.00269459 0.00454395 0.00400904 0.00231563 0.00194678 0.00488598 0.00466002 0.0053819 0.00546647 0.0051454 0.00542035 0.00545779 0.00524033 0.00532304 0.0051381
internal_weight=0 650 545 2269 292 1977 413 357 1749 105 132 294 228 120 194 128 236 183 1655 1219 436 1120 1035 369 312 108
internal_count=2919 650 545 2269 292 1977 413 357 1749 105 132 294 228 120 194 128 236 183 1655 1219 436 1120 1035 369 312 108
is_linear=0
shrinkage=0.00193323


Tree=731
num_leaves=24
num_cat=0
split_feature=1 3 39 10 16 3 1 123 3 0 3 0 133 1 1 0 133 0 3 3 16 16 43
split_gain=1081.12 236.948 109.003 49.9458 42.2888 40.526 37.6627 33.6885 31.4856 23.0954 22.2845 21.5892 21.3309 30.2139 19.9365 16.7497 13.253 13.1826 24.0751 10.7387 8.36023 5.98662 5.27119
threshold=0.10423500000000001 -0.055389999999999988 0.0047850000000000011 -0.00098999999999999978 0.26411500000000004 0.10402500000000002 0.088035000000000016 0.08901000000000002 0.28833000000000003 -0.075914999999999996 0.095880000000000007 -0.037444999999999992 -0.0081099999999999974 0.081540000000000015 0.094655000000000017 -0.064179999999999973 0.075180000000000011 -0.14920999999999998 0.081495000000000012 -0.080234999999999987 0.052690000000000008 -0.0021749999999999994 -0.081454999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 -3 11 9 -4 8 10 14 -5 -2 -11 16 17 -15 -14 18 -1 -18 21 -19 -22
right_child=1 3 6 7 -6 -7 -8 -9 -10 12 -12 -13 13 15 -16 -17 19 20 -20 -21 22 -23 -24
leaf_value=0.0092659752122691685 0.0054586991987994908 0.0011742176363809676 0.0061272203005891075 0.0030725010211119365 0.0067992554895878552 0.0053542175011685265 0.0035355426117275861 0.0016579098773038771 0.0022562935490820649 0.0057187291687707141 0.0047585849917499362 0.0036011079740651212 0.0058214986041858242 0.0070702253157954049 0.0061662929175037174 0.0086245397614313074 0.0075921289771806672 0.0073363329216776215 0.0071276978810597092 0.0063960001565916873 0.0072096383118371785 0.007899099103016392 0.0062959109587522252
leaf_weight=54 88 99 62 75 87 66 58 72 80 87 95 54 96 78 75 71 70 1149 59 95 73 112 64
leaf_count=54 88 99 62 75 87 66 58 72 80 87 95 54 96 78 75 71 70 1149 59 95 73 112 64
internal_value=0 0.0036387 0.00701839 0.00260979 0.00553017 0.00713808 0.00487478 0.00305109 0.00345222 0.00719459 0.00401487 0.00475247 0.00675937 0.00698013 0.00733096 0.00781104 0.00650568 0.00738875 0.00814975 0.0069036 0.00732723 0.00738634 0.00678297
internal_weight=0 650 2269 421 229 2149 120 322 250 2083 170 142 497 410 1586 149 261 1511 113 165 1398 1261 137
internal_count=2919 650 2269 421 229 2149 120 322 250 2083 170 142 497 410 1586 149 261 1511 113 165 1398 1261 137
is_linear=0
shrinkage=0.00231039


Tree=732
num_leaves=22
num_cat=0
split_feature=4 2 124 2 0 2 2 2 0 4 13 4 150 4 0 475 16 16 4 13 0
split_gain=1185.69 360.314 160.449 86.3875 78.7865 63.5614 53.6549 43.8363 33.1085 45.0188 43.6758 36.0346 17.8457 16.9688 18.3991 12.3548 7.68153 14.8593 7.66554 11.2273 7.36884
threshold=0.31392000000000003 0.13388500000000003 -0.061329999999999989 0.10060500000000001 -0.12851999999999997 0.14938500000000002 -0.0050599999999999994 0.14870000000000003 -0.070134999999999989 -0.17568999999999999 -0.032959999999999996 -0.10701499999999999 0.081245000000000026 -0.080689999999999984 -0.10934999999999999 -0.080909999999999996 0.51041000000000014 0.0060400000000000011 0.50027500000000014 -0.0069149999999999993 -0.087184999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 8 -5 12 -1 -3 11 -10 -11 -4 18 20 -15 -6 17 -17 -2 -20 -13
right_child=5 7 3 4 15 -7 -8 -9 9 10 -12 13 -14 14 -16 16 -18 -19 19 -21 -22
leaf_value=0.0023173396197424347 0.0010864847733139302 0.0038304018073317199 0.0082627116795645043 0.0033186114463673601 0.0068354516636774379 -0.00040827757421434141 0.0050007327808218559 0.0012276073518933575 0.0070406458190272183 0.0059873543216573738 0.0036534800355684295 0.007484934703454113 0.003103288765800849 0.0057403716618883707 0.0065533547840232837 0.0059182725613419916 0.0063024356452276789 0.0048031523728131499 0.0015177393900792265 0.0027429485703447127 0.0068016381578125916
leaf_weight=52 54 54 61 65 52 57 98 65 87 99 58 90 60 146 992 153 76 85 81 59 375
leaf_count=52 54 54 61 65 52 57 98 65 87 99 58 90 60 146 992 153 76 85 81 59 375
internal_value=0 0.00603756 0.00621104 0.0063483 0.0054849 0.00162833 0.00407064 0.0024089 0.00654332 0.00580833 0.0051253 0.00665108 0.00208546 0.00658974 0.00644907 0.00586956 0.00570954 0.00552011 0.00177055 0.00203424 0.00693394
internal_weight=0 2608 2489 2339 431 311 150 119 1908 244 157 1664 254 1603 1138 366 314 238 194 140 465
internal_count=2919 2608 2489 2339 431 311 150 119 1908 244 157 1664 254 1603 1138 366 314 238 194 140 465
is_linear=0
shrinkage=0.00213444


Tree=733
num_leaves=23
num_cat=0
split_feature=1 3 39 3 4 1 12 1 11 48 15 12 1 12 3 4 3 4 4 159 131 159
split_gain=899.959 202.117 81.5039 41.1919 39.6985 38.9286 37.7169 35.4947 30.2696 21.4984 37.2734 21.8224 29.0636 19.2952 18.7242 12.2867 14.4542 9.78912 9.70968 9.50312 3.29849 3.53379
threshold=0.10423500000000001 -0.055389999999999988 0.0047850000000000011 0.10402500000000002 0.27998000000000006 0.15390500000000004 0.093125000000000013 0.088035000000000016 1.0000000180025095e-35 -0.0020199999999999997 -0.075094999999999981 -0.089399999999999993 0.12019000000000001 0.11878500000000002 -0.12711499999999995 1.0000000180025095e-35 -0.016814999999999997 -0.036839999999999991 0.063435000000000005 -1.0000000180025095e-35 0.021890000000000003 -0.0118
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 17 9 8 -4 14 -3 11 -11 -13 18 -1 16 -16 -2 20 -17 21 -8
right_child=1 5 7 -5 -6 -7 13 -9 -10 10 -12 12 -14 -15 15 19 -18 -19 -20 -21 -22 -23
leaf_value=0.0048490311162529822 0.005813015237497143 0.001257150277426703 0.0052484044759614108 0.0043098475208040356 0.0034386344090163298 0.00057048578133346464 0.00525081344805799 0.0030142601531656802 0.007328254854883429 0.003154062339323103 0.0039792174785860581 0.0028929955710921915 0.0011317357242519219 0.0044959486182589124 0.0061248984968587834 0.0063924854723423135 0.0069795240558524017 0.0047614893615593101 0.0048089011088397445 0.0054292153819343906 0.0061571191758533908 0.0057630781260894519
leaf_weight=52 69 53 62 66 78 52 70 58 84 82 71 67 96 69 1038 58 91 82 52 172 71 326
leaf_count=52 69 53 62 66 78 52 70 58 84 82 71 67 96 69 1038 58 91 82 52 172 71 326
internal_value=0 0.0030767 0.00581482 0.00590672 0.00462794 0.00223287 0.00595731 0.00416875 0.00613057 0.00246708 0.00266994 0.00229043 0.00185582 0.00551675 0.00605925 0.00610555 0.0061938 0.00524213 0.00565242 0.00567222 0.00574629 0.00567258
internal_weight=0 650 2269 2149 229 421 2083 120 1495 369 316 245 163 588 1411 1359 1129 151 519 230 467 396
internal_count=2919 650 2269 2149 229 421 2083 120 1495 369 316 245 163 588 1411 1359 1129 151 519 230 467 396
is_linear=0
shrinkage=0.00205156


Tree=734
num_leaves=29
num_cat=0
split_feature=1 155 2 12 39 1 2 47 49 4 4 4 1 12 15 15 2 12 12 4 2 1 2 42 4 15 4 1
split_gain=1131.1 191.916 105.962 115.477 93.7978 58.3333 52.2973 42.8938 48.0923 34.9476 30.4836 24.5726 29.0916 24.4665 43.2741 22.6461 20.1749 18.5295 15.6207 12.9887 9.96364 11.6069 12.5049 6.17168 4.7109 2.97983 2.6278 1.48749
threshold=0.10471000000000001 0.09198000000000002 0.14253500000000002 0.088325000000000015 0.0047850000000000011 0.088035000000000016 0.11366500000000002 0.10070000000000003 -0.021474999999999998 0.24099500000000004 -0.074254999999999988 0.38865500000000003 0.13130500000000003 1.0000000180025095e-35 -0.097794999999999979 -0.065419999999999992 0.25063000000000007 0.094435000000000005 0.10156000000000001 0.053925000000000008 0.095195000000000016 0.090880000000000016 0.083815000000000014 0.086435000000000012 -0.017399999999999995 0.089955000000000021 0.0015850000000000003 0.093390000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 6 -6 10 8 -2 -5 18 -10 -13 14 -12 -8 -4 23 20 25 21 22 -1 24 -15 -19 -25 -22
right_child=1 -3 16 9 5 -7 15 -9 11 -11 13 12 -14 17 -16 -17 -18 19 -20 -21 27 -23 -24 26 -26 -27 -28 -29
leaf_value=0.0080891135750021052 0.0040711418198457871 0.0078075396330507425 0.0024393475174910831 0.0064919369866063038 0.0066972097928167168 0.0036583265346984469 0.0069755318138587236 0.0050011793202491116 0.00091983216952001325 0.0043396569384247909 0.0076506629542837309 0.0038334352584515562 0.0016605004900899331 0.0070381606545491335 0.0050716794126812884 0.0052431361853667409 0.00065897483654276366 0.0067028984147754888 0.0064218491226995106 0.0057270920537948605 0.0085408921863767417 0.0066759806707880785 0.0074596350480514743 0.0072506842435528995 0.0076491181185313912 0.0072503883525089985 0.0067907426699076682 0.0080110819031654779
leaf_weight=214 100 53 72 83 62 58 61 54 52 63 53 57 60 75 74 87 52 119 52 55 54 64 507 198 320 81 87 52
leaf_count=214 100 53 72 83 62 58 61 54 52 63 53 57 60 75 74 87 52 119 52 55 54 64 507 198 320 81 87 52
internal_value=0 0.0038379 0.00348307 0.00395632 0.00710264 0.00522861 0.00720708 0.00322984 0.00287417 0.00556337 0.00729932 0.00216576 0.00271931 0.00704605 0.00614813 0.00595732 0.00169293 0.00716799 0.00758452 0.00666652 0.00765235 0.00756741 0.0076465 0.007356 0.00753317 0.00692475 0.00711036 0.0082812
internal_weight=0 646 593 469 2273 120 2153 323 269 146 2005 169 117 1062 127 148 124 935 943 255 891 785 721 680 395 200 285 106
internal_count=2919 646 593 469 2273 120 2153 323 269 146 2005 169 117 1062 127 148 124 935 943 255 891 785 721 680 395 200 285 106
is_linear=0
shrinkage=0.00217713


Tree=735
num_leaves=24
num_cat=0
split_feature=4 2 12 150 43 43 2 12 11 4 51 12 2 2 4 4 0 2 4 12 11 0 4
split_gain=692.54 313.903 111.657 82.488 50.8617 58.9992 44.0617 43.2443 40.4616 19.2152 21.3143 18.1736 18.5696 17.9559 17.7235 37.4495 16.7043 16.6208 6.15192 5.82361 4.62696 5.2331 4.40149
threshold=0.31392000000000003 0.13388500000000003 0.056995000000000011 0.08926000000000002 -0.077134999999999995 -0.095049999999999982 0.14073000000000005 0.09253500000000002 1.0000000180025095e-35 0.054720000000000012 0.11178000000000002 -0.038859999999999992 0.11504500000000002 0.15305000000000002 -0.38384499999999994 -0.00076499999999999995 -0.10934999999999999 0.09036000000000001 0.0049450000000000006 0.099035000000000026 0.085630000000000026 -0.085089999999999985 -0.0048949999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 11 8 16 10 20 -2 -13 -3 -6 -16 -4 -17 22 -11 21 -9 -18
right_child=6 13 7 -5 14 -7 -8 9 -10 19 -12 12 -14 -15 15 17 18 -19 -20 -21 -22 -23 -24
leaf_value=0.0066651095630609804 0.0025760093188550463 0.0035661713938717698 0.0057070872634785693 0.0032148528572813135 0.0074169179445892977 0.0036927755185498894 0.0014156399815470288 0.0072925468881137228 0.0083824887929091658 0.005934370739585808 0.0053132023296396163 0.0046601214883703395 0.0030112362921897451 0.0018667882815058808 0.0049158964031593786 0.0076799510734381149 0.0068705015912834174 0.0060301031368665886 0.0063307936976961417 0.00501332570945494 0.0059349983294867638 0.0065559603929079314 0.0073145892617431565
leaf_weight=52 99 75 64 68 67 90 83 54 87 72 76 67 68 52 80 62 929 59 95 65 52 444 127
leaf_count=52 99 75 64 68 67 90 83 54 87 72 76 67 68 52 80 62 929 59 95 65 52 444 127
internal_value=0 0.00627808 0.00644825 0.00548081 0.00585657 0.0047814 0.00280627 0.00667218 0.00691836 0.00625207 0.00641715 0.00329942 0.00382975 0.00287055 0.00642615 0.00609578 0.0068135 0.00687568 0.006875 0.00549755 0.00656966 0.00663588 0.00692393
internal_weight=0 2670 2543 478 410 142 317 2065 1302 763 626 234 135 127 268 201 1215 121 1151 137 550 498 1056
internal_count=2987 2670 2543 478 410 142 317 2065 1302 763 626 234 135 127 268 201 1215 121 1151 137 550 498 1056
is_linear=0
shrinkage=0.00222067


Tree=736
num_leaves=23
num_cat=0
split_feature=3 4 16 39 4 151 1429 13 11 124 4 3 16 3 13 16 4 16 16 130 13 1
split_gain=26.13 10.821 11.0211 9.13397 12.9588 7.61367 6.3389 6.34182 7.17357 8.50979 6.70338 5.59497 5.24351 8.25947 5.92623 5.14932 4.68639 4.59093 11.2584 2.14586 2.08347 1.98041
threshold=0.3148450000000001 0.043640000000000005 -0.43491999999999992 0.10334500000000001 0.26546000000000003 -0.048789999999999993 0.086185000000000012 0.041960000000000004 1.0000000180025095e-35 -0.081874999999999989 -0.39175499999999991 -0.094334999999999988 -1.0000000180025095e-35 -0.15963499999999997 0.16218500000000005 -0.52541999999999989 -0.033649999999999992 -0.082119999999999985 0.41580500000000004 0.087125000000000022 -0.077274999999999996 0.10398500000000001
decision_type=2 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 17 -3 7 8 9 -1 -11 -12 14 -14 19 -7 -8 20 -19 -9 -4 -17
right_child=-2 2 3 -5 -6 15 16 12 -10 10 11 -13 13 -15 -16 21 -18 18 -20 -21 -22 -23
leaf_value=0.00031667948531827325 -0.001013871477736384 0.00071969952473908592 0.0010192540128631834 0.0026130592641840492 -0.0012903016679831167 0.0038709998205785708 0.0041791883149328059 0.00025268791871447562 0.0034951513301321856 0.0033875377200027162 0.00058199185385444615 0.0019819440066655173 0.0017926312503803664 -0.00074395049160834469 0.0027766302321902869 0.0025739414316113666 0.0022361803391474596 -0.0011705125627103272 0.0015487851950499263 0.0016729794082460494 0.0024136507592086736 0.001335149056902477
leaf_weight=82 90 84 54 54 89 54 52 54 76 83 77 1439 61 71 81 74 82 68 91 55 56 60
leaf_count=82 90 84 54 54 89 54 52 54 76 83 77 1439 61 71 81 74 82 68 91 55 56 60
internal_value=0 0.00175218 0.00119614 0.000674444 0.000381877 0.00198614 0.00192402 0.00185525 0.00197485 0.00190608 0.00198756 0.00191087 0.0012025 0.000427849 0.00174039 0.00255172 0.00299059 0.000935326 0.000385476 0.000969844 0.00172962 0.00201966
internal_weight=0 2897 684 412 358 272 2213 2079 1757 1681 1599 1516 322 132 190 188 134 269 159 109 110 134
internal_count=2987 2897 684 412 358 272 2213 2079 1757 1681 1599 1516 322 132 190 188 134 269 159 109 110 134
is_linear=0
shrinkage=0.00505624


Tree=737
num_leaves=20
num_cat=0
split_feature=2 15 123 2 2 0 0 15 14 0 133 0 0 50 43 160 42 0 15
split_gain=754.939 348.799 177.939 128.206 90.7142 154.698 60.7509 59.1306 31.9183 30.626 22.6437 19.5309 17.5767 15.1295 13.7869 8.43671 8.26255 6.76349 3.80152
threshold=0.12026500000000001 -0.2987999999999999 1.0000000180025095e-35 0.16730000000000003 0.099845000000000003 -0.13619499999999998 -0.085264999999999994 -0.11277999999999998 0.076450000000000004 -0.17127999999999996 0.085980000000000015 -0.048199999999999993 -0.079249999999999987 0.083800000000000013 -0.049999999999999996 1.0000000180025095e-35 0.088185000000000013 -0.073664999999999994 0.025430000000000005
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 4 6 8 -6 -2 -8 9 -3 -4 -9 16 -14 -1 17 -11 -7 -19
right_child=3 2 10 -5 5 15 7 11 -10 12 -12 -13 13 -15 -16 -17 -18 18 -20
leaf_value=0.00042867292529482758 0.00090381901535677546 0.0031943786040340037 0.0028879752658669128 -0.0005069826499784451 0.001788529642243807 0.0035775158624731882 0.0012408679917307714 0.0040232310742204375 0.0055401812108086899 0.0046823328724668175 0.0014371256617811445 0.0026004214319497359 0.0040489276501720853 0.0047072832464392115 0.0016734028387053609 0.0047168076304906874 0.0043646919400993633 0.0040555282762216932 0.0045690719261732484
leaf_weight=53 98 55 77 78 102 66 62 58 84 972 54 56 378 142 52 73 324 141 62
leaf_count=53 98 55 77 78 102 66 62 58 84 972 54 56 378 142 52 73 324 141 62
internal_value=0 0.00411132 0.00423856 0.00143458 0.00434496 0.00364428 0.00198735 0.00259058 0.00450408 0.00445755 0.00229006 0.00332447 0.0044958 0.00422874 0.00104529 0.00419769 0.00460294 0.00405675 0.00421246
internal_weight=0 2635 2530 352 2399 444 274 176 1955 1871 131 114 1816 520 105 342 1296 269 203
internal_count=2987 2635 2530 352 2399 444 274 176 1955 1871 131 114 1816 520 105 342 1296 269 203
is_linear=0
shrinkage=0.00171665


Tree=738
num_leaves=25
num_cat=0
split_feature=1 12 13 43 4 16 0 12 151 12 0 475 11 4 16 0 1 16 1429 1 43 15 43 16
split_gain=19.1763 15.6909 14.912 7.58059 6.05553 5.38433 8.34956 5.32837 8.50703 6.30775 5.25302 5.0134 9.43536 8.12846 5.88743 9.07874 11.2512 9.67657 4.62249 3.89217 3.78165 5.1346 3.14767 1.80875
threshold=0.10921500000000002 -0.077389999999999987 -0.076534999999999992 -0.054204999999999996 0.054720000000000012 -0.33811499999999994 -0.11214999999999999 0.10713500000000002 -0.065174999999999983 0.085075000000000026 -0.093874999999999986 -0.085684999999999997 0.084110000000000004 -0.50231999999999988 0.054560000000000004 -0.13409999999999997 0.084675000000000014 -0.11082499999999999 0.084920000000000009 0.12545500000000001 -0.088689999999999977 -0.042209999999999991 -0.07409499999999998 -0.50942999999999994
decision_type=2 2 2 2 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 23 8 -3 19 -7 18 13 -13 15 16 -15 -17 -1 -10 -16 -22 -12 -6
right_child=1 7 -4 -5 5 10 -8 -9 9 -11 22 12 -14 14 20 17 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.0026523105492634379 0.0022063584077748593 9.395472391400875e-05 -0.0037478392041191337 -0.0011469398202385451 0.0025840482003492804 -0.00092505505115603941 0.00042152036958514395 0.00012349829311883949 0.0005912739775534785 0.0042180296852350535 0.0026931091751749084 0.0047330464497948622 -0.00025119581963039178 0.0031291321927346071 0.002650883014427769 0.004742744012841275 -0.00066244558385595155 0.002503878580551672 0.0050086628332552049 0.0028408684254079709 0.0020742347929259917 -0.00014672944635327887 0.00041185376121608924 0.0043163635950102053
leaf_weight=95 60 72 52 60 55 62 66 78 60 81 52 65 61 59 77 92 85 1319 61 80 87 99 56 53
leaf_count=95 60 72 52 60 55 62 66 78 60 81 52 65 61 59 77 92 85 1319 61 80 87 99 56 53
internal_value=0 0.000901833 -0.000763503 0.000529116 0.00228812 0.00146708 0.00229226 0.00167409 0.00208664 0.00273551 0.000622071 0.00242258 0.00233013 0.00241379 0.00233083 0.00248703 0.000890554 0.00264991 0.00357416 0.00187727 0.00140704 0.000891726 0.0015109 0.00343483
internal_weight=0 543 172 120 2444 344 174 371 293 221 170 2100 1944 1883 1818 1555 144 1411 156 140 263 186 108 108
internal_count=2987 543 172 120 2444 344 174 371 293 221 170 2100 1944 1883 1818 1555 144 1411 156 140 263 186 108 108
is_linear=0
shrinkage=0.0066716


Tree=739
num_leaves=23
num_cat=0
split_feature=3 4 13 0 48 13 133 13 483 13 474 13 4 4 0 43 15 16 0 43 15 4
split_gain=16.2772 6.0289 20.1086 8.22036 6.45965 5.90137 12.2175 6.3923 5.91834 5.8737 5.77145 5.66776 7.36246 5.64323 5.33975 5.02081 10.1314 6.90671 4.14495 4.11206 3.01839 0.505695
threshold=0.3148450000000001 0.0060300000000000015 -0.15747499999999998 1.0000000180025095e-35 -0.0020199999999999997 0.041960000000000004 -0.037434999999999989 -1.0000000180025095e-35 -0.14014999999999997 -0.15325499999999995 0.032465000000000008 -0.098524999999999988 -0.10429499999999998 -0.14595999999999995 -0.078704999999999983 -0.029255 -0.18498499999999998 -0.50875499999999996 0.12366000000000001 -0.22971499999999997 0.086195000000000008 -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
left_child=1 5 -3 4 -4 7 -7 8 -1 -10 15 -11 -13 -9 -8 16 -6 -17 19 -16 21 -15
right_child=-2 2 3 -5 10 6 14 13 9 11 -12 12 -14 20 18 17 -18 -19 -20 -21 -22 -23
leaf_value=0.004470492669287035 -0.001214681165945678 0.0058059521115666844 -0.0013306375346959296 0.0039354846577949734 -0.0015710122348033943 -0.0018638599727420558 0.00056733980426979674 0.0048597924613744455 -0.00011088615906395746 0.0041691314464570063 -0.0010476311091512209 -0.00031843935913260951 0.0021868989356785464 0.0013420530198155439 0.0050324088332315726 -0.00021515084017233166 0.0014876260149560426 0.0027506906769349357 0.0010767562893239009 0.002249952941110629 0.0040333692105183729 0.0023651975402767811
leaf_weight=58 90 53 64 52 78 56 102 94 64 73 60 67 1250 52 52 54 238 201 58 65 52 54
leaf_count=58 90 53 64 52 78 56 102 94 64 73 60 67 1250 52 52 54 238 201 58 65 52 54
internal_value=0 0.00196564 0.00142131 0.00111012 0.000898607 0.00217326 0.00127337 0.00234309 0.00216192 0.00206978 0.00112484 0.00217024 0.00205938 0.00342976 0.0019079 0.00135325 0.000732397 0.00212232 0.00268881 0.00348727 0.00257848 0.00186402
internal_weight=0 2897 800 747 695 2097 333 1764 1512 1454 631 1390 1317 252 277 571 316 255 175 117 158 106
internal_count=2987 2897 800 747 695 2097 333 1764 1512 1454 631 1390 1317 252 277 571 316 255 175 117 158 106
is_linear=0
shrinkage=0.00736598


Tree=740
num_leaves=29
num_cat=0
split_feature=1 2 12 1 12 13 0 4 0 2 2 4 2 16 1 51 0 16 4 16 4 16 1 158 4 16 0 1
split_gain=904.335 216.99 157.259 67.5323 58.7097 61.4358 48.018 35.1954 34.3225 30.376 25.2308 25.1094 25.065 17.0734 14.7626 13.3999 15.0286 16.0688 13.3258 13.8378 12.1417 12.0696 11.5245 7.77338 4.47402 3.03249 2.48901 1.76912
threshold=0.10398500000000001 0.14132000000000003 0.085075000000000026 0.089625000000000024 0.085845000000000019 -0.004409999999999999 -0.063819999999999988 0.24099500000000004 -0.14867499999999997 0.25063000000000007 -1.0000000180025095e-35 0.036605000000000006 0.10869000000000002 -0.013125 0.081905000000000019 0.11984500000000002 -0.097774999999999987 0.041025000000000006 -0.47860499999999995 -0.0046349999999999994 0.41377500000000006 -0.10982499999999999 0.117245 0.078875000000000015 -0.0031849999999999995 0.0011450000000000004 -0.080584999999999976 0.093935000000000018
decision_type=2 2 2 2 2 2 2 2 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 6 5 -5 8 22 14 -3 -2 15 -12 20 -1 16 -10 -18 -8 -20 -14 23 -4 -13 25 26 -6 -28
right_child=1 9 7 4 24 -7 18 -9 11 -11 12 21 13 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29
leaf_value=0.0095851846784449808 0.0029156102597138319 0.0025407521400157883 0.0075423784169285808 0.0036705100642184822 0.0076965320853710391 0.006485691797784382 0.0071961491347675138 0.0050487122180820701 0.0086163052927467239 0.00033156892819080684 0.00555082621321737 0.0066353385149594702 0.0050159379772359396 0.0028788116290504985 0.0079150380861622259 0.0064371094699875262 0.0076276301447162752 0.0068217696789829316 0.0069537668053781705 0.0055423163283531696 0.0035711860603885948 0.0060167967942165012 0.0062688461508963716 0.00770274063329646 0.0064245836554190621 0.0067557620218162981 0.0068317148436171302 0.0074085963659047327
leaf_weight=52 93 75 80 65 56 93 73 69 67 52 58 75 63 58 53 52 1037 139 53 98 53 77 63 62 53 71 56 53
leaf_count=52 93 75 80 65 56 93 73 69 67 52 58 75 63 58 53 52 1037 139 53 98 53 77 63 62 53 71 56 53
internal_value=0 0.00424706 0.00486444 0.00719131 0.00641677 0.0053277 0.00737966 0.00635253 0.00751346 0.00163639 0.00389367 0.00742794 0.00428563 0.00386377 0.00874238 0.00754453 0.00759084 0.0075324 0.00641546 0.00603788 0.00435604 0.00672225 0.00698148 0.00711857 0.00701209 0.00714393 0.00731082 0.00711243
internal_weight=0 664 537 2285 447 158 1838 212 1614 127 325 1509 232 174 105 1295 1243 1176 224 151 116 214 143 137 289 236 165 109
internal_count=2949 664 537 2285 447 158 1838 212 1614 127 325 1509 232 174 105 1295 1243 1176 224 151 116 214 143 137 289 236 165 109
is_linear=0
shrinkage=0.00222067


Tree=741
num_leaves=25
num_cat=0
split_feature=3 15 3 0 15 52 133 0 15 123 15 4 0 3 474 16 3 0 3 52 16 12 4 133
split_gain=15.5814 11.5832 18.8588 15.3247 15.5315 13.7787 36.508 11.4302 10.5234 5.66228 8.36276 9.85656 5.98964 5.95031 5.3661 4.72707 6.22904 4.33263 2.6571 3.35579 2.5546 3.32232 2.41282 2.33771
threshold=0.3148450000000001 0.039965000000000007 -0.12077499999999998 -0.066734999999999975 -0.0070899999999999991 -1.0000000180025095e-35 0.056015000000000002 -0.056754999999999993 -0.040504999999999992 0.085360000000000005 -0.19153499999999998 0.40052000000000004 -0.10594499999999998 -0.0048549999999999991 0.023345000000000001 0.060835000000000007 -0.04682999999999999 -0.085824999999999985 -0.15870999999999996 -0.27957499999999996 -0.093874999999999986 0.08598500000000002 -0.087404999999999997 -0.0094199999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 9 7 8 -5 -7 10 12 13 -1 -12 18 16 20 -6 -9 -20 -4 23 -23 -22
right_child=-2 2 15 5 17 6 -8 14 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 19 -21 21 22 -24 -25
leaf_value=0.0055268271792339382 -0.0010604810148461031 0.0058876668240187653 0.0010834625980782559 -0.0016895007919713726 -0.0021452047672093294 -0.0015244432314512938 0.003454412580037492 2.3893873096655232e-05 -0.0058781721365325111 0.00046570344207875277 0.0020193219822457129 -0.00084485466194992556 0.0023963753442183084 0.0037316470862431938 0.0037272925851509404 0.0004617694858052966 0.0047045485225362411 0.00071737008443905942 0.00087664511547828883 0.0031965840885133535 0.0024240241589574491 0.00082533369212050471 0.0022356943813065197 0.0041534549874271002
leaf_weight=64 94 74 95 52 52 60 56 54 52 93 786 55 59 117 64 74 52 54 71 56 84 68 589 74
leaf_count=64 94 74 95 52 52 60 56 54 52 93 786 55 59 117 64 74 52 54 71 56 84 68 589 74
internal_value=0 0.00186858 0.00243412 0.0015088 0.00190871 0.000407795 -0.00121241 0.00132453 -0.00354649 0.00214307 0.00228731 0.00206401 0.00402584 0.00224127 0.00196455 0.00218737 0.00232002 -0.000686199 0.00134084 0.00190021 0.00218368 0.00231184 0.00208984 0.00323449
internal_weight=0 2855 1110 1745 1280 465 168 297 112 1174 1081 958 123 903 245 1036 962 106 181 127 910 815 657 158
internal_count=2949 2855 1110 1745 1280 465 168 297 112 1174 1081 958 123 903 245 1036 962 106 181 127 910 815 657 158
is_linear=0
shrinkage=0.00707995


Tree=742
num_leaves=23
num_cat=0
split_feature=1 133 1 148 15 0 51 0 16 16 0 4 1456 0 13 1453 0 16 158 16 15 13
split_gain=11.235 15.2004 13.1325 12.7944 11.7115 7.18033 7.00369 9.21062 11.2946 7.94391 6.27087 6.06669 7.40413 8.40696 5.51355 4.67149 4.04787 5.46308 3.63432 3.08649 2.92811 1.7403
threshold=0.089370000000000019 -0.24159999999999995 0.13654500000000003 -0.064274999999999985 -0.42075999999999997 -0.14867499999999997 0.10446500000000002 -0.14104999999999998 -0.33811499999999994 -0.42170999999999997 0.040570000000000002 0.036605000000000006 -0.07730999999999999 -0.10028499999999999 -0.090854999999999977 -0.0087699999999999983 -0.053834999999999994 0.064455000000000012 0.078875000000000015 0.18879500000000002 -0.047859999999999993 -0.069444999999999993
decision_type=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 -1 7 8 -5 -9 11 12 15 -14 -11 -7 17 -15 20 -12 21 -13
right_child=1 2 4 6 -6 10 -8 9 -10 14 19 18 13 16 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0027555920650218328 0.0032795627274755041 -0.0012132885307232233 0.00095721382644273667 0.0014521406532963116 -0.0021811974649253883 -0.00093373464467260217 0.0024728815321210474 0.0030835830061257934 -0.0015400441626382689 -0.00073566203036735684 0.00091332379088418579 0.0013518559701720381 0.0037369577070343499 0.0016005629364374608 0.0011005788356283804 0.0011649894617530817 0.0029884159831555243 0.00029826639077813803 0.0015158479696639198 -0.00089435004022107834 -0.00088513049482171272 -1.0327876166668392e-05
leaf_weight=103 62 84 56 60 88 53 82 54 92 52 57 52 53 1034 494 72 54 102 83 52 54 56
leaf_count=103 62 84 56 60 88 53 82 54 92 52 57 52 53 1034 494 72 54 102 83 52 54 56
internal_value=0 0.000696885 0.000546053 0.000782407 -0.000960306 0.00137895 0.000983481 0.000820997 -0.000358542 0.00111991 0.00129657 0.00138074 0.00152003 0.00164522 0.000925594 0.000274672 0.00155201 0.00148368 0.000602772 5.04218e-05 0.000134608 0.000645008
internal_weight=0 1124 1062 918 144 1825 834 752 152 600 1722 1613 1368 1243 546 125 1190 1136 245 109 162 108
internal_count=2949 1124 1062 918 144 1825 834 752 152 600 1722 1613 1368 1243 546 125 1190 1136 245 109 162 108
is_linear=0
shrinkage=0.00536572


Tree=743
num_leaves=28
num_cat=0
split_feature=1 3 4 39 1 14 4 1 16 49 0 0 4 12 1 4 0 4 3 4 49 16 160 0 0 1 12
split_gain=1009.02 220.447 68.0247 65.2481 62.651 48.6966 40.1765 29.3104 26.6894 25.8281 21.7026 25.9427 19.4045 16.4449 16.3769 15.9499 15.9345 15.9165 23.3509 11.6418 11.3293 8.64334 7.01022 5.8569 5.1378 4.30632 3.38166
threshold=0.10378000000000001 -0.051469999999999995 0.41939500000000002 0.0047850000000000011 0.13612500000000002 0.073890000000000011 0.046185000000000004 0.088035000000000016 0.26411500000000004 -0.0037949999999999993 -0.076734999999999984 -0.10934999999999999 0.51292000000000015 0.11351500000000002 0.11497000000000002 -0.021669999999999998 -0.11742499999999999 -0.46195999999999998 -0.11017499999999998 0.42642000000000008 -0.05529499999999999 0.064455000000000012 -0.10335499999999999 -0.14755499999999996 -0.084044999999999995 0.086285000000000014 0.089085000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 5 15 6 10 -5 14 -8 11 -1 -6 17 -2 -3 -11 25 -19 20 -17 22 -13 -22 26 -12 -18
right_child=1 4 -4 7 12 -7 9 -9 -10 16 13 21 -14 -15 -16 19 24 18 -20 -21 23 -23 -24 -25 -26 -27 -28
leaf_value=0.0046084567850889777 0.0047852097865841142 0.0033230649638841358 0.0020936065358584791 0.0049978602701306477 0.0012554285392354981 0.0070440264043343231 0.0034895348367443594 0.0030479600811800446 0.0054811288104268368 0.0060296691645668902 0.0064475472041358988 0.0054889427030049912 -0.00027259677020252568 0.0041693970366526653 0.0032167245082427836 0.0025338606891325568 0.0054126130402857619 0.0039020091984793199 0.0053722037623973127 0.0028274196354491341 0.0009319095949371568 0.0051932652497455193 0.0059168994906889484 0.0018788607061495325 0.0043287885055500437 0.0056268101339575797 0.0046883171756092164
leaf_weight=79 54 52 52 64 89 84 52 61 91 53 53 187 54 53 54 56 52 52 278 62 52 89 949 54 67 52 54
leaf_count=79 54 52 52 64 89 84 52 61 91 53 53 187 54 53 54 56 52 52 278 62 52 89 949 54 67 52 54
internal_value=0 0.00265202 0.00414271 0.00545986 0.00175898 0.00554187 0.0054809 0.00404648 0.00467804 0.00476895 0.00559134 0.00572692 0.000678262 0.00522901 0.00400117 0.00231884 0.00506323 0.00535806 0.0051406 0.00208562 0.00180159 0.00579903 0.00584647 0.00141452 0.00476703 0.00604129 0.00504383
internal_weight=0 670 251 2279 419 2154 2070 125 199 278 1792 1304 143 488 108 276 226 435 330 224 162 1225 1136 106 173 105 106
internal_count=2949 670 251 2279 419 2154 2070 125 199 278 1792 1304 143 488 108 276 226 435 330 224 162 1225 1136 106 173 105 106
is_linear=0
shrinkage=0.00201133


Tree=744
num_leaves=28
num_cat=0
split_feature=1 3 3 4 3 0 43 3 0 4 4 1 4 4 40 12 15 52 4 1 0 42 48 52 12 4 4
split_gain=852.168 301.476 76.4087 59.0649 52.5962 41.8316 34.9733 34.7598 41.5288 27.7976 26.23 23.891 21.4558 18.8008 14.524 14.2029 14.0875 12.606 16.1958 11.6356 9.91454 8.96806 8.51976 5.07498 6.83146 2.40443 2.09522
threshold=0.10054 -0.051469999999999995 0.3148450000000001 -0.040394999999999993 0.076825000000000018 -0.066734999999999975 -0.081454999999999986 0.091085000000000013 -0.14867499999999997 0.41939500000000002 0.0051950000000000008 0.083250000000000005 -0.47860499999999995 0.27998000000000006 -0.08440499999999998 -0.087789999999999993 -0.053969999999999997 0.11628500000000001 -0.0024899999999999996 0.089625000000000024 -0.034759999999999992 0.089470000000000008 0.085760000000000017 0.0030150000000000008 0.089685000000000015 -0.069389999999999993 -0.020284999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 -2 14 7 -7 8 11 21 17 -1 -8 -6 -3 -16 23 18 19 -10 -14 -5 -20 24 -12 -19 -27
right_child=1 2 -4 9 13 6 12 -9 10 -11 16 -13 20 -15 15 -17 -18 25 22 -21 -22 -23 -24 -25 -26 26 -28
leaf_value=0.0096571010281254581 0.0073888883315677487 0.0011542177891027878 0.00048977127288957168 0.0061732810477148556 0.004763821320291301 0.0046084009297756856 0.0075386583132497423 0.0049987357779709132 0.0071320592997001619 0.0034461019732746679 0.0066959626337821524 0.0073251112661304437 0.0063792897269232549 0.0030393498063925294 0.0034740066594506217 0.0019247397819084986 0.0052044727679094287 0.0060777113639255203 0.0086920432103453679 0.0064102392561161048 0.0050559555552865225 0.0049691078255284819 0.0073149764130666676 0.006956124484077948 0.0055730760477572501 0.0069359509194247609 0.0063542293190074223
leaf_weight=52 87 59 91 68 94 85 74 55 961 53 74 54 100 64 63 82 65 65 56 157 52 83 53 90 59 77 76
leaf_count=52 87 59 91 68 94 85 74 55 961 53 74 54 100 64 63 82 65 65 56 157 52 83 53 90 59 77 76
internal_value=0 0.00374947 0.00249847 0.00569682 0.00300335 0.00678412 0.00595014 0.00692104 0.00697852 0.00497507 0.00688732 0.00846935 0.00645465 0.00406547 0.0021806 0.00259805 0.00621088 0.00702212 0.00711886 0.00703072 0.00592674 0.00551156 0.0080227 0.00650411 0.00619804 0.00647749 0.00664716
internal_weight=0 744 453 291 362 2205 311 1894 1839 204 1733 106 226 158 204 145 288 1445 1227 1118 152 151 109 223 133 218 153
internal_count=2949 744 453 291 362 2205 311 1894 1839 204 1733 106 226 158 204 145 288 1445 1227 1118 152 151 109 223 133 218 153
is_linear=0
shrinkage=0.0024518


Tree=745
num_leaves=9
num_cat=0
split_feature=2 39 124 40 149 1374 40 39
split_gain=31.4786 5.93052 7.58807 6.27928 6.64878 8.2988 5.46102 5.49018
threshold=0.16993500000000003 -1.0000000180025095e-35 0.0049200000000000008 -0.084924999999999987 0.079475000000000004 0.086000000000000007 0.083905000000000007 0.09086000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=0.0034685764729292063 -0.0023715207052341964 -0.00039859079417204295 -0.00064330061044428049 0.0015537838041273044 0.0036361029165949618 0.0037186143432455208 -0.00037347934333006947 0.0031725655095835052
leaf_weight=62 74 55 55 2500 61 67 52 79
leaf_count=62 74 55 55 2500 61 67 52 79
internal_value=0 0.00161871 0.00157871 0.00162216 0.00166247 0.00161782 0.0015643 0.0016034
internal_weight=0 2931 2869 2814 2759 2698 2631 2579
internal_count=3005 2931 2869 2814 2759 2698 2631 2579
is_linear=0
shrinkage=0.00604267


Tree=746
num_leaves=28
num_cat=0
split_feature=1 52 1 12 1 12 14 1 4 12 42 12 4 16 42 4 4 4 51 39 1 51 4 158 50 4 13
split_gain=1186.39 229.023 153.768 173.978 89.2991 89.6423 57.9121 46.3592 42.0698 40.8283 22.8561 19.7957 19.4205 24.7011 16.1873 14.4442 12.3926 15.8197 14.648 9.34879 6.94382 6.81999 3.24172 1.56368 1.33005 1.26776 2.94768
threshold=0.10509 -0.34918499999999997 0.13436000000000001 0.089435000000000014 0.092395000000000019 -1.0000000180025095e-35 0.073890000000000011 0.15190500000000004 -0.013125 0.097060000000000021 -1.0000000180025095e-35 0.099980000000000013 0.032770000000000001 -0.11807499999999999 0.086700000000000013 0.13995000000000002 -0.50231999999999988 -0.111135 0.0045000000000000014 0.087690000000000004 0.09692000000000002 0.080840000000000009 -0.0005399999999999999 0.078875000000000015 0.093975000000000017 -0.00045499999999999995 0.060680000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 15 6 -6 9 14 20 12 25 -5 16 23 -4 21 -1 -18 -19 -17 24 -3 -12 -14 -7 26 -11
right_child=1 2 7 11 5 8 -8 -9 -10 10 22 -13 13 -15 -16 19 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.009157251627787721 0.0081858422176847318 0.0021109273888426502 0.0031710411771411606 0.007845710991908169 0.0038135269371248419 0.0070991949934298432 0.0099663822072401983 -0.00011125931736878662 0.0058038987517509671 0.0082423389802729619 0.006658083963848334 0.0058672300967710332 0.007729200620947097 0.0062199167457159341 0.0014472466194923662 0.0042663107858932842 0.0067629272014475047 0.0082176332092348033 0.0074213797301995923 0.0029778674876663018 0.0083237103381903141 0.0032825800652184667 0.0059163765299921796 0.0083165450747095318 0.007666991487421497 0.0073653198327451987 0.007422753032198943
leaf_weight=66 71 62 86 60 58 52 82 57 93 55 86 62 59 78 53 98 54 1141 159 52 88 58 62 55 52 53 53
leaf_count=66 71 62 86 60 58 52 82 57 93 55 86 62 59 78 53 98 54 1141 159 52 88 58 62 55 52 53 53
internal_value=0 0.00402606 0.00352373 0.00441035 0.00774934 0.00659295 0.00794735 0.00175037 0.00715849 0.00786115 0.00704405 0.00684047 0.00801777 0.00728458 0.00251396 0.0033122 0.00811688 0.00806615 0.00812027 0.00381983 0.00781448 0.00267744 0.00634755 0.0080128 0.00738335 0.00768415 0.00784038
internal_weight=0 659 588 392 2346 343 2003 196 285 1921 309 122 1612 192 139 270 1420 1354 1300 150 192 120 148 114 104 161 108
internal_count=3005 659 588 392 2346 343 2003 196 285 1921 309 122 1612 192 139 270 1420 1354 1300 150 192 120 148 114 104 161 108
is_linear=0
shrinkage=0.0024518


Tree=747
num_leaves=18
num_cat=0
split_feature=2 1 11 3 157 2 150 2 11 1 3 50 51 160 3 3 48
split_gain=25.5854 10.0056 12.9333 14.1559 9.1369 8.76695 7.13377 7.20281 5.56471 5.0591 4.97658 5.37036 7.88417 5.96969 3.99078 4.38019 3.32922
threshold=0.16730000000000003 0.092395000000000019 0.08184000000000001 -0.088484999999999994 -0.075149999999999981 -0.084369999999999987 0.081245000000000026 0.11523000000000001 0.08184000000000001 0.10721500000000002 -0.13392999999999997 0.10880500000000001 0.094655000000000003 -0.13815999999999998 0.091085000000000013 -0.020049999999999995 0.087730000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 -5 -6 7 -7 10 -4 -1 12 14 -13 15 -12 -8
right_child=-2 2 9 4 5 6 16 -9 -10 -11 11 13 -14 -15 -16 -17 -18
leaf_value=0.0030509979528005227 -0.0017874045978648618 -0.0016385398033375181 0.0016732153352482931 -0.00087728744379122006 -0.0010249663036680683 0.0014898576808824308 0.0033120603829254009 -0.00012054711083480438 -9.335340238253735e-05 0.004027838799153899 0.0017186636261671091 0.0018444796561009828 0.00400270000737242 -0.00041212025784238512 0.00046546402165149474 0.0027923592017058971 0.0014586534648574768
leaf_weight=97 78 72 63 75 52 360 80 120 52 56 1434 75 52 77 75 135 52
leaf_count=97 78 72 63 75 52 360 80 120 52 56 1434 75 52 77 75 135 52
internal_value=0 0.00151661 0.0010286 0.000771278 0.00100615 0.00121898 0.00140974 0.00108713 0.00174385 0.00278178 0.00179299 0.00172693 0.00181885 0.000700934 0.00174973 0.00181109 0.00258239
internal_weight=0 2927 930 811 739 664 612 480 1997 119 1945 1848 1696 152 1644 1569 132
internal_count=3005 2927 930 811 739 664 612 480 1997 119 1945 1848 1696 152 1644 1569 132
is_linear=0
shrinkage=0.00569414


Tree=748
num_leaves=20
num_cat=0
split_feature=2 1 4 2 1 16 2 42 2 160 41 4 14 47 4 40 4 2 156
split_gain=17.7873 6.95782 6.93782 9.52296 18.3294 9.88486 14.3221 6.93387 8.70201 5.87331 4.90781 8.40268 6.31173 3.48222 3.42114 2.69764 2.68439 4.37786 2.2286
threshold=0.17553000000000005 0.092395000000000019 -0.15615999999999999 0.093470000000000011 0.10264000000000002 -0.48652999999999996 -0.007134999999999999 0.08511500000000001 0.11218000000000002 -0.092894999999999991 0.084515000000000021 -0.50810499999999992 0.077140000000000014 0.09252500000000001 0.50291500000000011 -0.0020749999999999996 -0.15615999999999999 0.11978500000000002 0.085320000000000021
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 18 5 -5 -4 -7 8 -6 -8 11 -1 15 -11 -10 -13 -17 -18 -3
right_child=-2 2 3 4 7 6 9 -9 14 13 -12 12 -14 -15 -16 16 17 -19 -20
leaf_value=0.004416532444014654 -0.0019925313190691995 0.0032472145287094703 0.0041866012779916053 -0.0037987171814595571 -0.0010881788515203397 -0.0011282243363078908 -0.00016974379157847703 -0.001139369134016729 0.002746556338682188 0.0028810375979211383 -2.6726275089483732e-05 0.0031459014541762005 0.0039277448510060577 0.0011737816371362216 0.00063682915901199758 0.00026304858161378209 0.0015856316052275503 0.0034290284411315677 0.0015046148835333112
leaf_weight=55 69 73 53 52 56 103 56 79 105 156 71 54 58 86 54 67 1632 62 64
leaf_count=55 69 73 53 52 56 103 56 79 105 156 71 54 58 86 54 67 1632 62 64
internal_value=0 0.00150249 0.00101844 0.000775984 -7.42899e-05 0.00142415 0.00105886 0.000584205 0.00121786 0.00181504 0.00172935 0.00179405 0.00171701 0.00227463 0.0020305 0.00164632 0.0016003 0.00165314 0.00243368
internal_weight=0 2936 937 800 346 454 401 294 215 298 1999 1928 1873 242 159 1815 1761 1694 137
internal_count=3005 2936 937 800 346 454 401 294 215 298 1999 1928 1873 242 159 1815 1761 1694 137
is_linear=0
shrinkage=0.00680503


Tree=749
num_leaves=9
num_cat=0
split_feature=2 47 39 1374 10 1 39 16
split_gain=12.5766 5.43372 5.75261 4.78456 6.41015 11.8269 10.7684 12.7537
threshold=0.16730000000000003 0.120245 -1.0000000180025095e-35 0.086000000000000007 0.057650000000000007 0.13941500000000004 0.10096000000000001 -0.42170999999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9
leaf_value=0.0036104958814717684 -0.0015746606008717788 -0.00030751596526466221 0.00314230480030142 0.0031196144764644566 -0.00067902424743605978 0.0045208469613694617 -0.0014391546056246151 0.0011952217206413125
leaf_weight=56 78 101 182 72 82 57 72 2305
leaf_count=56 78 101 182 72 82 57 72 2305
internal_value=0 0.00130546 0.00136314 0.00131768 0.00126956 0.00133067 0.00125958 0.00133774
internal_weight=0 2927 2826 2770 2698 2616 2559 2487
internal_count=3005 2927 2826 2770 2698 2616 2559 2487
is_linear=0
shrinkage=0.00707995


Tree=750
num_leaves=31
num_cat=0
split_feature=3 3 15 2 9 2 123 12 0 3 2 0 2 0 16 160 16 12 0 2 0 3 16 16 3 2 2 16 402 15
split_gain=965.283 352.6 182.924 179.234 291.952 71.7261 53.9356 49.3161 39.0583 34.1114 24.5565 32.4551 44.6937 17.5197 22.1793 17.0884 16.9672 13.0268 15.1693 13.8075 12.8279 12.4489 9.3308 7.40668 7.23504 7.22903 6.80479 6.01664 2.19406 1.24727
threshold=-0.057749999999999989 0.3148450000000001 -0.26361999999999991 0.10633000000000002 -1.0000000180025095e-35 0.095565000000000011 1.0000000180025095e-35 0.087435000000000013 -0.079249999999999987 0.10402500000000002 0.14870000000000003 -0.12851999999999997 0.13270000000000001 -0.14680499999999999 -0.16956499999999999 -0.059339999999999997 -0.034884999999999992 0.11431500000000001 -0.049024999999999992 0.11366500000000002 -0.087984999999999994 -0.079634999999999997 -0.082974999999999979 0.073820000000000011 -0.088734999999999994 0.08487500000000002 0.10043500000000001 -0.071129999999999985 -0.10783 -0.095584999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 8 9 -7 13 16 11 22 -13 -4 -15 -10 29 18 19 26 -18 25 -5 24 -17 -16 -9 -23 -26 -6
right_child=1 -3 5 10 6 7 -8 17 15 -11 -12 12 -14 14 21 23 20 -19 -20 -21 -22 27 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0018414818024303423 0.00073583971423361861 -0.00093342172860316243 0.0076092135102462264 0.0022773629644183904 0.0052604701086345958 0.0031345348841687985 0.0037102988187617636 0.0051707633963865157 0.004467846199811866 0.0041782445460569933 0.00097973435383251635 0.0046394378097906743 0.0019568943909638458 0.004972904834608419 0.0067080735310414349 0.0048667426858302375 0.0075177888639732992 0.004444255498522811 0.0065016318552815382 0.0046081944944737722 0.0060659636261426167 0.0062251872034377442 0.0010487723308941536 0.0062665741196757047 0.0061129997905169011 0.0063111100645288232 0.006019491681000199 0.0054086026302125516 0.0055767092933060704 0.0057440301001840553
leaf_weight=55 85 97 53 74 58 52 82 78 61 55 60 65 58 59 387 60 53 57 72 85 70 94 52 97 60 556 118 86 108 52
leaf_count=55 85 97 53 74 58 52 82 78 61 55 60 65 58 59 387 60 53 57 72 85 70 94 52 97 60 556 118 86 108 52
internal_value=0 0.00305465 0.00583952 0.00356102 0.00444746 0.00594508 0.00530006 0.00517288 0.00616515 0.00575262 0.00225567 0.00256303 0.00337469 0.00635799 0.00630187 0.00554808 0.00612416 0.00543134 0.00559067 0.00535717 0.00669174 0.00637167 0.00177051 0.00575076 0.00553121 0.00647405 0.00568185 0.00583517 0.00576838 0.00548928
internal_weight=0 861 2138 764 455 2083 370 462 1621 288 309 249 123 1235 1182 386 233 410 353 281 123 1123 126 325 228 943 196 180 168 110
internal_count=2999 861 2138 764 455 2083 370 462 1621 288 309 249 123 1235 1182 386 233 410 353 281 123 1123 126 325 228 943 196 180 168 110
is_linear=0
shrinkage=0.00222067


Tree=751
num_leaves=24
num_cat=0
split_feature=0 475 133 3 1 457 3 3 2 1 2 2 3 2 13 1210 475 11 13 1210 3 2 1210
split_gain=17.618 16.7466 31.6743 21.671 8.64046 8.81957 7.01966 6.75796 7.87769 6.56197 5.34059 9.84161 8.80193 6.39138 6.34169 4.26115 4.96209 4.69881 3.73458 3.657 3.50886 3.06068 0.791795
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.056015000000000002 -0.23098999999999997 0.10075500000000003 0.084825000000000012 0.093925000000000022 -0.055389999999999988 0.084450000000000011 0.084675000000000014 0.153865 1.0000000180025095e-35 -0.078934999999999991 -1.0000000180025095e-35 -0.0015099999999999998 -0.0097899999999999984 -0.086169999999999983 0.076235000000000011 -0.15747499999999998 -0.080884999999999985 -0.0075749999999999993 0.11870500000000002 -0.096624999999999989
decision_type=2 2 2 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 10 7 15 -9 20 11 12 -6 -14 18 19 -17 21 -13 22 -10 -18 -1
right_child=1 2 -4 -5 5 -7 -8 8 9 -11 -12 14 13 -15 -16 16 17 -19 -20 -21 -22 -23 -24
leaf_value=0.00056962009055214712 0.0016200776786328243 -0.00024401809664360098 0.0018901589847548908 -0.0051085102364166121 0.0033165857214214533 -0.0017152911128523148 -0.00064545313013912055 0.0042751566960630072 0.0033480640732283036 -0.00012812515061802677 0.0022610620302996715 -0.00011825770324234739 -0.00086598196987973072 0.0015908348794746979 0.00085518273725378061 0.0027356361087652482 0.0012473400061543845 -0.00027971006778018079 -0.0020052387461420335 -0.00061212781584030109 0.001282340505490708 0.0027416973486657694 0.001584016073713164
leaf_weight=58 97 57 70 81 62 62 68 56 68 52 69 72 63 100 96 84 1387 72 82 82 54 52 55
leaf_count=58 97 57 70 81 62 62 68 56 68 52 69 72 63 100 96 84 1387 72 82 82 54 52 55
internal_value=0 -0.000453033 -0.00142013 -0.00309973 0.00107913 0.000443744 0.00126351 0.00132781 0.00230315 0.00166812 0.00068993 0.000461566 0.00137847 0.000640872 -0.000363386 0.00120245 0.00130555 0.001226 -0.00112343 0.000358792 0.00243426 0.00130139 0.00106392
internal_weight=0 305 208 138 2694 606 2088 2020 230 174 544 475 225 163 250 1790 1595 1511 154 195 122 1439 113
internal_count=2999 305 208 138 2694 606 2088 2020 230 174 544 475 225 163 250 1790 1595 1511 154 195 122 1439 113
is_linear=0
shrinkage=0.00604267


Tree=752
num_leaves=31
num_cat=0
split_feature=4 12 12 150 15 12 43 4 4 43 14 12 49 41 42 4 4 4 1212 52 15 403 133 133 4 133 43 42 15 52
split_gain=1469.68 290.138 94.4066 93.0028 53.2649 38.8938 32.2711 36.906 32.8012 31.6109 31.0417 35.079 27.2969 24.2694 17.163 16.7384 11.65 11.1418 10.2823 10.1863 10.0378 9.06653 6.97481 6.88916 6.68144 5.17161 5.62479 5.10402 4.77949 1.85132
threshold=0.27998000000000006 1.0000000180025095e-35 0.13936000000000001 0.083435000000000023 -0.14585999999999996 0.093125000000000013 -0.029255 -0.39175499999999991 -9.4999999999999992e-05 -0.087099999999999997 -0.45687499999999998 -0.091174999999999992 -0.073139999999999983 0.075585000000000013 0.091695000000000013 -0.040394999999999993 0.42118000000000005 -0.080414999999999986 0.091640000000000013 0.098580000000000015 -0.076929999999999985 -0.080214999999999995 -0.0045649999999999987 -0.10066499999999999 0.0060300000000000015 0.097995000000000013 -0.065749999999999989 0.095935000000000006 0.091435000000000002 0.023800000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -8 -9 -6 -2 -12 -5 17 16 19 -13 18 23 22 29 -19 -7 -3 -23 26 -22 -21 -24 -17
right_child=10 2 -4 12 6 15 7 8 -10 -11 11 14 -14 -15 -16 20 -18 21 -20 27 25 24 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0073291052493384854 0.0026726024479016455 0.0078174101360281266 0.00369552997213928 0.0040655015397721471 0.0053153893073663375 0.0075243905962071788 0.006822097864789275 0.00399731285188839 0.0059344377206811275 0.0030378680122259256 -0.00059008698703005434 0.0025197387819123744 0.0021400351170613435 0.0082483187031205368 0.00051516080233243874 0.0061283256557888629 0.0012502864483583385 0.0060158207335361761 0.0062252786593835398 0.0055469198125873377 0.0062035080268697069 0.00684375707056698 0.006915476027416205 0.0070767015647156643 0.0063023896223507745 0.0050404058234387985 0.0052869940016185071 0.0064486579710640096 0.0062139831481938202 0.006657217524603228
leaf_weight=57 65 73 52 99 55 53 72 84 82 61 53 64 54 59 70 79 74 91 58 54 75 608 114 341 133 61 56 68 79 55
leaf_count=57 65 73 52 99 55 53 72 84 82 61 53 64 54 59 70 79 74 91 58 54 75 608 114 341 133 61 56 68 79 55
internal_value=0 0.00622267 0.00659363 0.00483549 0.00537499 0.00666688 0.00506028 0.00551948 0.00495435 0.00411793 0.00132619 0.000990783 0.00338608 0.00688066 0.00139371 0.00624697 0.00183919 0.00681877 0.00708673 0.00656575 0.00588705 0.00666672 0.00682158 0.00720737 0.00674662 0.00556691 0.00581189 0.00604972 0.00662846 0.00634558
internal_weight=0 2673 2109 564 411 2057 354 238 166 116 326 261 153 1363 208 694 138 1304 472 368 326 832 246 414 741 192 131 122 193 134
internal_count=2999 2673 2109 564 411 2057 354 238 166 116 326 261 153 1363 208 694 138 1304 472 368 326 832 246 414 741 192 131 122 193 134
is_linear=0
shrinkage=0.00217713


Tree=753
num_leaves=27
num_cat=0
split_feature=1 1 12 4 14 12 1 43 4 2 12 15 1 15 4 15 15 43 4 480 52 2 42 48 133 2
split_gain=954.041 183.185 161.915 80.4765 66.0094 58.9778 57.0401 53.3835 45.8173 45.0501 32.079 28.4464 23.9334 26.213 23.6358 19.0849 18.9541 18.2362 12.8766 12.1236 11.4156 10.4309 10.0132 9.79412 6.17616 5.45913
threshold=0.10398500000000001 0.13074500000000003 0.085075000000000026 0.44128500000000004 0.073890000000000011 0.056995000000000011 0.085720000000000005 -0.076179999999999984 0.11321500000000001 0.14132000000000003 0.11755500000000001 -0.018024999999999996 1.0000000180025095e-35 -0.086819999999999994 0.053330000000000009 -0.43587999999999999 -1.0000000180025095e-35 -0.025079999999999995 -0.040394999999999993 -0.022539999999999998 0.0030150000000000008 0.091290000000000024 0.084185000000000024 0.036755000000000003 0.031880000000000012 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 2
left_child=4 2 11 9 5 6 12 -8 18 -3 14 17 13 -1 19 -5 -9 -2 -4 -7 24 22 -21 -19 -16 -23
right_child=1 3 8 15 -6 10 7 16 -10 -11 -12 -13 -14 -15 20 -17 -18 23 -20 21 -22 25 -24 -25 -26 -27
leaf_value=0.0068365268408315631 0.002825707598649477 0.0044019411399213865 0.0072255499819083111 0.001467634393961802 0.0080405948361263972 0.0055211458284245649 0.0029810394778994847 0.0046529925743127943 0.0041152157874254107 0.0017631433506111905 0.0050138500936476992 0.0017689472391989596 0.0075331666993999884 0.004711339559992569 0.0047559777573061976 -0.000219671333283602 0.0062976466109478718 0.0047331550898527209 0.0058735864842500724 0.0068610708195368389 0.0063239564209244753 0.0060640063335072646 0.0064618644757300781 0.0034440347303521805 0.0057601824388384829 0.0066048803668307754
leaf_weight=53 94 65 55 72 95 54 61 70 55 54 76 54 53 53 53 53 59 56 78 557 86 254 597 52 60 130
leaf_count=53 94 65 55 72 95 54 61 70 55 54 76 54 53 53 53 53 59 56 78 557 86 254 597 52 60 130
internal_value=0 0.00343418 0.00425069 0.0019483 0.00629753 0.00622279 0.00541697 0.00462716 0.00575493 0.0032047 0.00637341 0.00314592 0.00636063 0.00577415 0.00643109 0.000752034 0.00540538 0.0035139 0.00643284 0.00651789 0.0057366 0.00655287 0.00665457 0.00411268 0.00528939 0.00624717
internal_weight=0 688 444 244 2311 2216 349 190 188 119 1867 256 159 106 1791 125 129 202 133 1592 199 1538 1154 108 113 384
internal_count=2999 688 444 244 2311 2216 349 190 188 119 1867 256 159 106 1791 125 129 202 133 1592 199 1538 1154 108 113 384
is_linear=0
shrinkage=0.00213444


Tree=754
num_leaves=15
num_cat=0
split_feature=4 3 15 39 4 12 11 3 3 15 3 3 4 12
split_gain=19.6722 13.1456 13.5295 12.1123 8.96987 9.86992 7.17147 13.764 6.5502 17.6171 5.13666 4.8239 14.3222 1.84881
threshold=0.27998000000000006 -0.0024599999999999995 -0.40166999999999992 0.085565000000000016 -0.5109999999999999 -0.10468499999999999 0.080455000000000013 -0.14954999999999999 0.10766000000000002 -0.018024999999999996 -0.18945499999999996 0.095880000000000007 -0.10701499999999999 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 13 -2 -1 -6 7 -7 11 -10 -8 12 -9 -3
right_child=1 2 -4 -5 5 6 10 8 9 -11 -12 -13 -14 -15
leaf_value=-0.00070106497420959748 -0.00030355541714280668 -0.00065559878213897541 -0.0031839362363454953 0.0029755885847440192 0.0037585255479271385 -0.0015150949006430615 0.0016197207361219484 -0.0010590654173275136 0.0021586913344158187 -0.0021178417200471739 0.0040067219465776223 0.0030774497658337405 0.0014562927525582938 0.00082905825500641077
leaf_weight=68 85 57 68 64 56 56 64 76 64 61 54 55 2119 52
leaf_count=68 85 57 68 64 56 56 64 76 64 61 54 55 2119 52
internal_value=0 -0.000141504 -0.00119077 0.00110453 0.00133994 0.00139324 0.00134126 0.00127467 0.00134047 7.12569e-05 0.00271259 0.00141096 0.00136917 5.21203e-05
internal_weight=0 326 177 149 2673 2605 2549 2431 2375 125 118 2250 2195 109
internal_count=2999 326 177 149 2673 2605 2549 2431 2375 125 118 2250 2195 109
is_linear=0
shrinkage=0.00569414


Tree=755
num_leaves=17
num_cat=0
split_feature=150 8 9 39 4 4 13 14 160 4 16 48 401 484 48 51
split_gain=11.3418 17.1369 11.7388 8.69833 7.22827 15.4388 5.87408 8.34864 6.88368 5.90037 6.97078 5.32154 9.84342 4.12712 3.29673 3.55562
threshold=0.088985000000000009 1.0000000180025095e-35 -1.0000000180025095e-35 0.11419500000000002 0.40441500000000002 0.012315000000000001 -0.089024999999999979 -0.13131999999999996 -0.077899999999999983 -0.082619999999999985 -0.091624999999999984 0.08035500000000001 0.074620000000000006 0.0045600000000000007 0.090350000000000014 -0.08373499999999999
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 14 8 -8 -4 10 -9 12 -10 -11 15 -2
right_child=4 -3 3 -5 -6 -7 7 9 11 13 -12 -13 -14 -15 -16 -17
leaf_value=-0.00108122058658061 0.001018949695268469 0.0043384375673686925 0.0023804350320064823 -0.0010189851121677803 0.0019395438658031264 -0.0025927165632278061 0.0034239362024873262 0.0038472199343752814 -0.00088153238473767084 0.0013081807623132914 0.0016656996814727212 0.0015841853445593241 0.0017194711414713416 0.00045230633595659287 0.0017701046201288372 -0.0010254638406918903
leaf_weight=74 60 60 65 55 57 73 69 55 170 1263 491 82 69 224 55 55
leaf_count=74 60 60 65 55 57 73 69 55 170 1263 491 82 69 224 55 55
internal_value=0 0.00126904 0.00119865 0.00126502 7.79264e-05 -0.000358494 0.00131553 0.00143649 0.000656675 0.00136901 0.00188556 0.000307434 -0.000130356 0.00117929 0.000600543 4.06475e-05
internal_weight=0 2677 2617 2543 300 243 2488 2102 386 2033 546 321 239 1487 170 115
internal_count=2977 2677 2617 2543 300 243 2488 2102 386 2033 546 321 239 1487 170 115
is_linear=0
shrinkage=0.00580803


Tree=756
num_leaves=27
num_cat=0
split_feature=2 42 4 16 16 1 2 1 43 2 150 4 159 43 16 160 1 42 474 133 1 12 12 16 160 2
split_gain=11.3593 5.885 5.20163 7.30258 10.1926 9.5652 11.9649 8.43454 7.93294 7.82779 15.1922 6.52223 5.76754 7.33073 9.57029 4.73089 4.36275 3.88507 3.57913 5.7131 6.19314 3.39006 2.78863 2.67337 2.48592 0.871554
threshold=0.14132000000000003 0.093200000000000019 -0.032169999999999997 -0.42170999999999997 -0.17773999999999998 0.10482000000000001 -1.0000000180025095e-35 0.078435000000000019 -0.093039999999999984 0.096080000000000013 0.083680000000000018 -0.016029999999999996 -0.085469999999999977 -0.12118 -0.008454999999999999 0.024885000000000001 0.11366000000000001 0.090535000000000018 0.079590000000000008 -0.0059799999999999992 0.10667500000000001 0.08486500000000001 0.092855000000000007 -0.071129999999999985 -0.13249499999999997 0.086865000000000012
decision_type=2 2 2 2 2 2 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 5 -5 7 -7 -4 21 11 23 -10 17 14 25 18 -8 -1 19 22 -21 -6 -15 -11 -13 -14
right_child=1 -3 3 4 8 6 16 -9 9 10 -12 24 13 15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=0.0038649521174379873 -0.0015279854435519382 0.00080014352109971916 0.0016711389128642056 -0.0015089263672160877 0.003347340117585829 0.0050779567495342582 0.002764323719116028 -0.0013369758582703053 -0.00078002122818463611 0.0015479677809668415 -0.0031936450121820854 0.00016231973887880402 0.00051007490308124976 0.0014720745465610133 -0.0021098763938086117 0.0028132413665887049 0.00028752500454653194 0.0016611102732747081 0.0026025330343680897 0.00051541887847836223 0.0027207790391988022 0.0013774516101002097 0.0027343255250008801 2.1896468722527519e-05 0.001290572431392981 0.0016188021252170155
leaf_weight=52 95 68 92 77 52 52 52 54 73 56 53 83 52 358 52 81 52 67 71 441 52 83 78 167 512 52
leaf_count=52 95 68 92 77 52 52 52 54 73 56 53 83 52 358 52 81 52 67 71 441 52 83 78 167 512 52
internal_value=0 -0.000556346 0.00108414 0.000833475 0.000614806 0.00167029 0.00271076 0.000558107 0.00076642 0.00057039 -0.000285476 0.000924108 0.00135361 0.00123128 6.33355e-06 0.00140799 0.00152654 0.00262468 0.0012941 0.00119403 0.000748164 0.0021367 0.00169804 0.000405414 0.00113329 0.00106506
internal_weight=0 163 2814 1458 1156 302 156 146 1079 944 276 668 1356 1237 156 1081 104 119 1000 929 493 135 436 223 595 104
internal_count=2977 163 2814 1458 1156 302 156 146 1079 944 276 668 1356 1237 156 1081 104 119 1000 929 493 135 436 223 595 104
is_linear=0
shrinkage=0.00604267


Tree=757
num_leaves=13
num_cat=0
split_feature=2 151 150 8 151 15 9 3 3 457 1452 4
split_gain=7.85807 7.43444 9.60865 11.0166 8.61817 7.07144 6.80941 6.74494 5.63765 5.59358 3.83449 4.36075
threshold=0.14132000000000003 0.12207000000000001 0.088985000000000009 1.0000000180025095e-35 -0.0056149999999999993 -0.38214499999999996 -1.0000000180025095e-35 -0.086564999999999989 -0.0070649999999999992 0.087195000000000009 0.087120000000000017 -0.17006499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 7 -2 -1 -4 -7 10 11 -8
right_child=5 -3 4 -5 -6 8 9 -9 -10 -11 -12 -13
leaf_value=-0.0010094213033066462 0.0013249020356902684 0.0031439433867829288 -0.0010602893212343992 0.0035258781928277625 -0.0019527279820547702 3.6913703769466217e-05 0.0017390819610138494 0.0015142283442163911 -0.0027105330995313816 0.0027205075124899997 0.0020796555842077439 0.00077719153195192662
leaf_weight=66 54 53 61 60 78 54 188 95 55 64 98 2051
leaf_count=66 54 53 61 60 78 54 188 95 55 64 98 2051
internal_value=0 0.000901742 0.000858677 0.000967159 -0.000312559 -0.000462652 0.000904902 0.000507112 -0.00134882 0.000957551 0.000909244 0.000857986
internal_weight=0 2814 2761 2527 234 163 2467 156 109 2401 2337 2239
internal_count=2977 2814 2761 2527 234 163 2467 156 109 2401 2337 2239
is_linear=0
shrinkage=0.00604267


Tree=758
num_leaves=29
num_cat=0
split_feature=1 2 12 2 12 2 0 12 147 15 0 15 11 12 2 0 42 2 0 12 475 12 15 475 42 12 12 12
split_gain=832.238 173.87 115.591 59.0096 34.7427 29.0653 30.2392 27.3966 25.7864 23.4834 21.3766 24.2184 20.2983 19.1663 15.2679 12.8604 12.4828 11.8709 9.79737 9.19882 8.6884 9.70267 4.61169 4.54844 3.04866 2.65284 3.65547 1.84086
threshold=0.10404000000000001 0.14132000000000003 0.087255000000000013 0.098655000000000007 0.10713500000000002 -1.0000000180025095e-35 -0.081484999999999988 -0.032329999999999991 0.087170000000000011 -0.38214499999999996 -0.076734999999999984 0.033605000000000003 0.074925000000000005 0.11755500000000001 0.086755000000000013 -0.16926499999999997 0.088060000000000013 0.08647500000000001 -0.12851999999999997 0.092855000000000007 -0.074684999999999988 0.085655000000000023 0.09295500000000001 -0.076114999999999988 0.083785000000000012 0.095565000000000011 0.10700500000000002 0.096510000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 8 16 -2 15 -5 10 -3 12 14 17 20 -12 -7 -4 22 -19 -13 -9 -22 23 -1 -20 -23 -27 -21
right_child=1 9 4 7 -6 6 -8 13 -10 -11 11 19 -14 -15 -16 -17 -18 18 24 27 21 25 -24 -25 -26 26 -28 -29
leaf_value=0.0057104947492629884 0.0020913109750137983 0.0021242942725440755 0.0061066534475188458 0.0039367138508253101 0.0036711128408931301 0.0034676364987173587 0.0043342521748239091 0.0062369869836682865 0.0045360889322378639 0.00039311136792615409 0.004018649821936322 0.0066344622932183782 0.0070743233482465605 0.0042829669028737003 0.0054183250586572751 0.0023636259976851197 0.0049320024731705223 0.0051245439757576948 0.0060593069284922713 0.0053543468444092928 0.0046182550478395916 0.0058127650910053882 0.0056949850306762789 0.0062672303981805913 0.0057648923966566344 0.0051579266663447244 0.0057877794016523328 0.0058537505632147262
leaf_weight=64 94 54 60 65 64 78 85 52 52 70 55 52 71 60 68 87 86 75 235 52 56 86 75 608 344 104 56 69
leaf_count=64 94 54 60 65 64 78 85 52 52 70 55 52 71 60 68 87 86 75 235 52 56 86 75 608 344 104 56 69
internal_value=0 0.00325812 0.00373057 0.00574427 0.00488355 0.00302665 0.00337826 0.00512813 0.00590642 0.00114718 0.00594671 0.00546244 0.00604407 0.00531514 0.00479263 0.00288565 0.00541488 0.00599185 0.00579731 0.00593855 0.00549002 0.00536134 0.00616213 0.00621424 0.00588442 0.00553041 0.00537851 0.00563931
internal_weight=0 678 554 2299 210 344 250 479 1820 124 1768 296 1472 414 123 165 146 1401 654 173 354 302 747 672 579 246 160 121
internal_count=2977 678 554 2299 210 344 250 479 1820 124 1768 296 1472 414 123 165 146 1401 654 173 354 302 747 672 579 246 160 121
is_linear=0
shrinkage=0.00197189


Tree=759
num_leaves=24
num_cat=0
split_feature=3 2 15 15 2 2 123 14 150 2 16 150 147 2 2 16 43 12 12 43 1446 2 12
split_gain=928.628 330.793 187.314 156.757 106.394 79.9279 73.3878 64.3186 36.4242 32.4372 32.4367 28.2822 27.0416 22.085 20.1151 19.9571 19.9532 15.0248 14.1326 11.5208 10.6826 8.73912 4.60597
threshold=-0.046079999999999989 0.14132000000000003 -0.24211499999999997 -0.24511999999999998 0.10859000000000001 0.11426500000000002 1.0000000180025095e-35 0.077140000000000014 0.083205000000000015 0.16993500000000003 0.39813000000000004 1.0000000180025095e-35 0.087265000000000023 0.097005000000000022 0.10233000000000002 0.25032500000000008 -0.083349999999999994 -1.0000000180025095e-35 0.088590000000000016 -0.035884999999999993 0.037915000000000011 0.096435000000000007 0.093985000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 -1 6 7 8 12 17 -3 -7 -6 13 15 -2 20 -8 -4 -15 -20 -5 -19 -17
right_child=1 9 4 5 11 10 16 -9 -10 -11 -12 -13 -14 18 -16 22 -18 21 19 -21 -22 -23 -24
leaf_value=0.003118918177842316 0.0013228410971668401 0.0017507611564077043 0.0056307915219602055 0.0068475480749214607 0.0042202471053700659 0.0045216954227628014 0.0032959852440370193 0.0087978732102522769 0.0046890956333570386 -0.00042192299118529208 0.0064867902125658019 0.0023474959682013427 0.005235046349910507 0.0052573069647133481 0.003023397381599624 0.0064101315576096402 0.005072950903280601 0.0065003435753748125 0.0060022751826945284 0.0069205775916223958 0.0073828436399954829 0.0074951110900642413 0.0055399733598280754
leaf_weight=56 62 65 58 1259 99 101 57 67 58 56 58 55 53 54 60 55 54 105 125 116 189 62 53
leaf_count=56 62 65 58 1259 99 101 57 67 58 56 58 55 53 54 60 55 54 105 125 116 189 62 53
internal_value=0 0.00392959 0.00450468 0.00657562 0.00502677 0.00666649 0.00560332 0.00678166 0.00616909 0.000745037 0.00523866 0.00355155 0.0067107 0.00675294 0.00215936 0.00685261 0.00416066 0.00655051 0.00622716 0.00644437 0.00691743 0.00686979 0.00598332
internal_weight=0 791 670 2186 548 2130 394 1971 283 121 159 154 1904 1851 122 1556 111 225 295 241 1448 167 108
internal_count=2977 791 670 2186 548 2130 394 1971 283 121 159 154 1904 1851 122 1556 111 225 295 241 1448 167 108
is_linear=0
shrinkage=0.00209259


Tree=760
num_leaves=26
num_cat=0
split_feature=1 3 2 2 2 2 14 0 1 2 0 14 52 42 3 0 3 0 3 0 0 2 1 52 13
split_gain=1049.63 230.423 105.769 88.5088 70.808 44.7837 43.4728 36.0307 55.1954 34.9775 23.5547 18.7355 16.6048 26.8231 10.5677 12.23 14.3967 14.7331 9.81933 5.38912 5.02907 4.84432 4.21266 1.80633 1.67107
threshold=0.10123500000000001 -0.051469999999999995 0.11426500000000002 0.14744000000000002 -1.0000000180025095e-35 0.10836000000000003 0.064610000000000015 -0.105195 0.083670000000000008 0.10523 -0.046614999999999997 -1.0000000180025095e-35 -0.22118499999999996 0.073240000000000013 0.0066850000000000008 -0.079119999999999982 -0.070619999999999988 -0.014704999999999998 0.10402500000000002 -0.12368999999999998 -0.073574999999999988 0.08895500000000002 0.092235000000000025 -1.0000000180025095e-35 -0.064249999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 12 4 -3 6 7 8 19 -6 20 -11 -2 -14 15 21 17 -17 -13 -1 -7 22 -9 -23 -22
right_child=1 3 -4 -5 9 10 -8 14 -10 11 -12 18 13 -15 -16 16 -18 -19 -20 -21 24 23 -24 -25 -26
leaf_value=0.0066749490538317779 0.0059879457259656797 0.00074143887710351728 0.0020552910226171849 -0.00011791047604930788 0.004654916481139147 0.0048570314535387547 0.0076931668669713796 0.0063541621318049767 0.0038232956098762662 0.0037257478243001942 0.0037158220847076724 0.001383626416331852 0.0035700546474739009 0.0056072496859382722 0.0071339567013278182 0.0057342016057637122 0.0046614045990753293 0.0069556137976871544 0.0025887728158598289 0.0056693552103091313 0.0059997263367631021 0.0061804441911672845 0.0057024352121623195 0.0058171208619915227 0.0054507472869222392
leaf_weight=59 87 99 72 92 52 52 85 836 91 54 53 53 59 76 54 306 52 61 101 52 55 129 55 165 63
leaf_count=59 87 99 72 92 52 52 85 836 91 54 53 53 59 76 54 306 52 61 101 52 55 129 55 165 63
internal_value=0 0.00288119 0.00444146 0.00186402 0.00237199 0.00599775 0.00610804 0.00603559 0.00513167 0.00299276 0.00503569 0.0025771 0.00521524 0.0047171 0.0061457 0.00611241 0.005779 0.00593728 0.00217417 0.00620408 0.00544704 0.00623029 0.00631396 0.00597662 0.00570683
internal_weight=0 745 294 451 359 2168 1945 1860 202 260 223 208 222 135 1658 1604 419 367 154 111 170 1185 891 294 118
internal_count=2913 745 294 451 359 2168 1945 1860 202 260 223 208 222 135 1658 1604 419 367 154 111 170 1185 891 294 118
is_linear=0
shrinkage=0.00226508


Tree=761
num_leaves=32
num_cat=0
split_feature=1 3 1 15 1 150 155 12 15 47 12 3 47 1 3 1 1 12 1 15 15 15 15 0 1454 12 12 403 43 15 43
split_gain=1051.8 263.24 92.4745 54.9734 36.4311 42.0922 29.7142 27.0334 23.3428 29.715 17.024 28.7225 16.8194 16.672 18.5009 15.2671 24.1391 8.88011 8.07705 8.96876 6.10503 8.33222 8.29794 5.0717 4.87059 4.08854 3.33543 3.30313 2.25451 1.75605 0.976793
threshold=0.10123500000000001 -0.051469999999999995 0.14684500000000003 -0.24211499999999997 0.090650000000000022 0.084360000000000004 0.092900000000000024 0.091545000000000015 0.0047550000000000005 0.091930000000000012 0.078120000000000009 -0.14186499999999996 0.082465000000000024 0.13074500000000003 0.0025650000000000004 0.085780000000000009 0.079225000000000004 0.11878500000000002 0.09717000000000002 0.087450000000000014 -0.040119999999999996 -0.076929999999999985 0.090385000000000007 -0.10934999999999999 0.083660000000000026 0.086155000000000023 -0.064689999999999984 -0.014989999999999998 -0.03898999999999999 0.098550000000000013 -0.06372499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -2 7 18 12 10 9 13 15 -12 -5 14 -3 16 26 20 19 -6 21 30 27 -13 25 -25 -1 -22 -21 -24 -9
right_child=1 2 -4 6 5 -7 -8 17 -10 -11 11 23 -14 -15 -16 -17 -18 -19 -20 28 22 -23 29 24 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0061637291016760068 0.0030607151669430231 0.0019233185249944451 0.00031418416751635974 0.0042452974165207774 0.0052610200026663584 0.0039943745490304359 0.0065777285606337076 0.0063792051337269165 0.0041344513226966697 0.0038075052532442672 0.008044528152060141 0.0059587085661743106 0.0055532753509768525 0.0014628146275924147 0.0032904497327512338 0.0051413758456029645 0.0075484078629040694 0.0052266011706226063 0.0067265248047954831 0.0058516098897336676 0.0063221553959431085 0.005329634162240509 0.006234675812557872 0.0068179164358472743 0.0060070483473913085 0.0065336625204587689 0.0054273988687774787 0.0070167142692241259 0.0064528856382493919 0.0057995188927477143 0.0059862488007540599
leaf_weight=58 55 83 77 83 81 57 66 60 52 72 63 54 90 76 91 61 52 57 52 52 55 87 76 401 54 514 52 69 61 94 58
leaf_count=58 55 83 77 83 81 57 66 60 52 72 63 54 90 76 91 61 52 57 52 52 55 87 76 401 54 514 52 69 61 94 58
internal_value=0 0.00340723 0.00240283 0.00494793 0.00628944 0.00561584 0.00538213 0.00639886 0.00283278 0.00262251 0.00656324 0.00667158 0.00492588 0.00228114 0.00263844 0.00603556 0.00637212 0.00601181 0.00599146 0.00579431 0.00610146 0.00582282 0.00629568 0.006587 0.00662199 0.00665826 0.00581585 0.00670882 0.00617639 0.00599419 0.00618625
internal_weight=0 745 451 294 2168 303 239 1865 374 322 1309 1086 173 250 174 223 162 556 246 194 499 205 294 1023 969 915 110 124 113 170 118
internal_count=2913 745 451 294 2168 303 239 1865 374 322 1309 1086 173 250 174 223 162 556 246 194 499 205 294 1023 969 915 110 124 113 170 118
is_linear=0
shrinkage=0.00209259


Tree=762
num_leaves=18
num_cat=0
split_feature=4 1 4 3 40 13 4 4 13 52 14 49 43 3 3 52 43
split_gain=24.2827 14.8585 15.3879 12.0995 9.25299 8.40726 7.75075 10.6574 6.7603 5.76109 13.382 4.73927 5.6151 13.3583 5.73864 2.40226 1.41523
threshold=0.62720500000000012 0.091395000000000018 -0.40515499999999993 -0.12077499999999998 -0.08416499999999999 -0.14022999999999999 -0.15615999999999999 -0.077389999999999987 0.060680000000000005 -0.14757499999999998 -0.13131999999999996 0.097940000000000013 -0.49922499999999997 -0.11211999999999998 0.084670000000000009 -0.39173999999999992 -0.054204999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 -5 -4 -6 -8 -3 -9 -11 12 -7 -14 -15 -13 -17
right_child=-2 3 5 4 6 11 7 9 -10 10 -12 15 13 14 -16 16 -18
leaf_value=0.0044240296791210184 -0.0023886728016566622 0.0039956862146609869 0.0039718903886147867 -0.0012042845539336799 0.0030332282412783343 0.0037604157473304397 -0.0017730114442851932 -0.00035606182046807691 0.0015494263169895071 0.0038260614353814821 0.00088699365823436793 0.001775840755691565 -0.00055544080748958326 0.002024601263933098 0.00010459572226063846 -1.6771839118193071e-05 0.0012216762242738036
leaf_weight=85 53 65 63 77 58 54 53 93 102 62 443 77 79 1356 57 83 53
leaf_count=85 53 65 63 77 58 54 53 93 102 62 443 77 79 1356 57 83 53
internal_value=0 0.00165779 0.00195969 0.00105361 0.000745808 0.00184469 0.000957684 0.000772669 0.00250194 0.000998395 0.00124795 0.00176846 0.00188264 0.00181464 0.00194719 0.00093942 0.000465394
internal_weight=0 2860 1907 953 786 1822 709 651 167 598 505 1759 1546 1492 1413 213 136
internal_count=2913 2860 1907 953 786 1822 709 651 167 598 505 1759 1546 1492 1413 213 136
is_linear=0
shrinkage=0.00592419


Tree=763
num_leaves=20
num_cat=0
split_feature=15 14 0 2 3 474 151 41 2 159 0 1429 0 160 0 15 2 159 3
split_gain=16.8445 13.7452 11.4907 10.2643 11.9363 10.9318 8.91211 8.55064 6.55539 6.00811 5.74047 5.13851 5.68352 4.91758 5.96877 14.5247 3.58383 3.1184 1.37601
threshold=-0.26361999999999991 -0.44847999999999993 -0.041534999999999996 0.10510500000000002 -0.14186499999999996 0.088625000000000009 -0.084084999999999979 0.078610000000000013 -0.007134999999999999 0.014225000000000003 -0.036459999999999992 0.084815000000000015 -0.15029999999999996 -0.0048599999999999989 -0.074249999999999997 -0.047859999999999993 0.12414000000000001 -0.43709499999999996 -0.076914999999999997
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 16 4 7 6 -5 -2 -6 13 11 12 -10 -8 15 -15 -3 -14 -16
right_child=3 2 -4 5 8 -7 9 -9 10 -11 -12 -13 17 14 18 -17 -18 -19 -20
leaf_value=0.0021636839168527435 0.0046328876566916807 -0.0012011023204425962 -0.0036740394845539894 -0.0018638492394948264 6.0996639385038875e-05 0.0035046131730362066 0.0027920882975338937 0.0014412444962694426 0.0031400011470386689 -0.00096537918387591085 0.0031971114904478012 0.00023938774863289702 0.00025155885439471435 0.0019432015916968312 0.0019330361595017128 -0.0027117549290729282 0.0010896601094231716 0.0016586518981944855 0.00089853717605132405
leaf_weight=66 92 55 52 57 103 52 57 52 101 66 95 102 65 52 101 54 53 1535 103
leaf_count=66 92 55 52 57 103 52 57 52 101 66 95 102 65 52 101 54 53 1535 103
internal_value=0 -0.000249949 -0.00124599 0.00153686 0.00173221 0.000763652 0.000472637 0.00348082 0.00160634 0.000780367 0.00169017 0.00161073 0.00169292 0.0010945 0.000782145 -0.000427558 -7.63104e-05 0.00160153 0.00141104
internal_weight=0 226 160 2687 2145 542 490 144 2001 433 1898 1803 1701 367 310 106 108 1600 204
internal_count=2913 226 160 2687 2145 542 490 144 2001 433 1898 1803 1701 367 310 106 108 1600 204
is_linear=0
shrinkage=0.00628679


Tree=764
num_leaves=27
num_cat=0
split_feature=1 1 41 15 2 2 51 12 1 160 50 16 160 51 12 1 15 1 16 16 42 160 160 50 49 15
split_gain=16.0281 7.41568 12.6207 9.21845 9.0561 14.1381 7.35652 6.09386 5.39012 4.55818 6.03041 3.59582 5.30318 8.28554 6.88818 5.19974 4.49307 3.68318 3.51365 6.33516 2.21902 1.98011 3.47124 1.67779 1.34587 3.16451
threshold=0.15559500000000001 0.095920000000000019 0.077300000000000021 0.021950000000000001 1.0000000180025095e-35 0.10605000000000002 -0.070054999999999992 0.023990000000000004 0.11156000000000001 -0.089744999999999978 0.11104500000000002 -0.092969999999999983 -0.0071899999999999993 -0.095009999999999983 0.084595000000000017 0.085410000000000014 -0.034094999999999993 0.080125000000000016 0.038245000000000008 -0.090614999999999987 -0.12317999999999998 -0.15032499999999996 -0.54243999999999992 0.10786000000000001 0.092240000000000016 0.033605000000000003
decision_type=2 2 2 2 2 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 18 -6 -7 -5 -8 21 11 15 13 -13 16 24 -14 -15 19 -3 -16 22 -1 -24 25 -11
right_child=-2 2 -4 7 5 6 8 -9 -10 10 -12 12 14 17 20 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27
leaf_value=0.0026803605434071844 -0.0020490138862299229 0.0014598836572961502 0.0033295495033194393 0.0033274600037632644 -0.0030393002125555899 -0.0017012115539945096 0.0018718002341218734 0.0007893605022515224 -9.6210985551634232e-06 0.0022242860765577335 -0.00042929619587535979 -0.0011680082312524624 0.0014885882404421071 0.0007727591288721066 0.0024221874276357958 -0.0009456490567599223 0.0032540199150107182 0.0024966810155649119 0.0019296151524140813 -0.00077822326064039726 0.0012592183945659252 0.0025615665126169202 0.00068530577933856741 0.0018226768468171642 0.00024610455538899714 0.00067292542743454934
leaf_weight=70 53 97 53 53 56 61 68 73 180 69 73 62 80 167 57 53 113 53 86 71 825 101 98 74 55 112
leaf_count=70 53 97 53 53 56 61 68 73 180 69 73 62 80 167 57 53 113 53 86 71 825 101 98 74 55 112
internal_value=0 0.00111083 0.000644591 0.000453499 0.000167619 -0.000406808 7.00814e-05 0.00185746 0.000506007 0.00129123 0.00117155 0.00124258 0.00136545 0.000670065 0.00154781 0.000665469 0.00252255 0.00118834 0.000993314 0.000513655 0.00133445 0.00189086 0.00161068 0.00117499 0.00102755 0.00126466
internal_weight=0 2860 798 745 619 365 309 126 248 2062 1719 1646 1357 282 1075 289 193 220 254 168 882 343 242 172 236 181
internal_count=2913 2860 798 745 619 365 309 126 248 2062 1719 1646 1357 282 1075 289 193 220 254 168 882 343 242 172 236 181
is_linear=0
shrinkage=0.00569414


Tree=765
num_leaves=9
num_cat=0
split_feature=14 12 40 49 480 481 40 4
split_gain=9.54248 8.64473 8.29039 6.44596 6.11597 4.59584 4.12742 4.05134
threshold=-0.31893999999999995 -0.16423499999999996 0.0023950000000000004 -0.23648999999999995 -1.0000000180025095e-35 -0.086854999999999988 -0.084924999999999987 -0.17568999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -6 -7 -8
right_child=1 2 -4 4 5 6 7 -9
leaf_value=-0.00097742339639515416 0.0035511520066236007 0.0030939792570890694 -0.0014231957575037441 -0.00051060770592637654 0.0026202967001381144 -0.00023705130827591112 0.0018888102121962119 0.0010002396858313331
leaf_weight=90 52 58 52 96 71 94 214 2210
leaf_count=90 52 58 52 96 71 94 214 2210
internal_value=0 0.00106064 0.00101428 0.00106051 0.00101656 0.00107322 0.00102957 0.00107871
internal_weight=0 2847 2795 2743 2685 2589 2518 2424
internal_count=2937 2847 2795 2743 2685 2589 2518 2424
is_linear=0
shrinkage=0.00616352


Tree=766
num_leaves=32
num_cat=0
split_feature=10 2 133 160 156 16 16 1 16 13 42 43 4 43 51 13 16 4 13 42 13 4 12 157 157 12 1 43 1 12 13
split_gain=11.2034 8.49572 8.84577 9.6965 8.35487 7.92561 11.6032 7.66543 10.5505 7.62189 8.10303 7.38075 15.2774 9.04528 7.55263 7.18135 4.97722 4.87755 4.48746 4.47218 2.95236 2.89536 2.67039 3.11201 4.198 2.58784 2.06371 2.49711 2.35816 1.98071 1.58598
threshold=0.057650000000000007 0.085730000000000015 1.0000000180025095e-35 0.023210000000000005 0.11659000000000001 -0.059289999999999995 0.31625000000000009 0.089825000000000002 -0.23389999999999997 -0.08620499999999999 0.084050000000000014 -0.00067499999999999993 0.046185000000000004 -0.23287499999999997 -0.09522499999999999 0.0083850000000000018 -0.062749999999999986 -0.014854999999999998 -0.086004999999999984 0.084535000000000013 -0.0012399999999999998 -0.012569999999999998 -1.0000000180025095e-35 -0.085354999999999986 -0.054834999999999988 0.087065000000000017 0.091280000000000014 -0.077134999999999995 0.087720000000000006 0.085905000000000023 0.041960000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 15 25 -9 10 -4 13 16 -1 -15 -7 19 -5 21 -13 -19 -16 -11 -24 -25 -3 28 -28 -20 -12 -26
right_child=-2 2 9 17 -6 6 -8 8 -10 22 29 12 -14 14 18 -17 -18 20 26 -21 -22 -23 23 24 30 -27 27 -29 -30 -31 -32
leaf_value=0.0032322641288061037 -0.0013340447186349503 0.0021322413460294833 0.0040434144484066429 0.0028017466059835432 0.0019348343252760865 -0.00089625797283370283 0.00112579847601822 0.00034315444488724995 -0.0025584037304922313 -0.00039898287138841556 0.0020276745882465545 -0.00049770717006256408 0.004567285564174163 -0.0010235039318016721 0.0007346170361209449 -0.0032629550402595328 0.0024754718790797317 -0.00022187586367704583 0.0012762946391181016 0.0016366862244938801 0.0016607812995755537 -0.00099896736682556506 -0.00036636468142184407 0.0026266053178193175 0.00070555977929117665 0.00070049517137621691 0.00013468852569258242 0.0014711281851933582 0.0025230163120270469 0.00047100740393287468 0.0016398623471263771
leaf_weight=55 82 52 54 64 72 218 82 143 60 58 59 62 64 70 84 54 80 52 219 71 61 53 57 52 339 237 97 92 67 52 75
leaf_count=55 82 52 54 64 72 218 82 143 60 58 59 62 64 70 84 54 80 52 219 71 61 53 57 52 339 237 97 92 67 52 75
internal_value=0 0.000843108 0.000607908 0.000275531 3.54711e-05 -0.000126104 -0.000788894 0.000350656 -0.000514144 0.0010957 0.00219754 0.00127007 0.00207853 0.000966129 0.000783285 -0.00136634 0.00133044 0.00152024 0.000990045 0.00064124 0.000793877 6.35077e-05 0.000782675 0.000913838 0.00107056 0.000958325 0.00125715 0.000785559 0.00156858 0.00129898 0.000874967
internal_weight=0 2855 1841 1095 918 846 354 492 203 746 165 1014 277 737 682 272 213 177 612 133 113 137 581 523 466 289 475 189 286 111 414
internal_count=2937 2855 1841 1095 918 846 354 492 203 746 165 1014 277 737 682 272 213 177 612 133 113 137 581 523 466 289 475 189 286 111 414
is_linear=0
shrinkage=0.00580803


Tree=767
num_leaves=20
num_cat=0
split_feature=10 49 2 3 133 48 132 3 1452 52 2 1 3 52 151 2 3 52 4
split_gain=7.75061 7.0629 7.4265 8.19398 17.3309 7.79209 5.53719 8.51536 4.75126 4.64393 4.3328 4.27459 16.6219 6.16118 3.64555 3.42323 2.76817 2.44311 1.58805
threshold=0.057650000000000007 -0.23648999999999995 0.085665000000000005 -0.09738999999999999 -0.0041949999999999991 0.085875000000000021 0.049725000000000005 -0.097574999999999981 0.087120000000000017 -0.41694999999999993 0.10121500000000001 0.085110000000000005 -0.021559999999999996 -0.13963499999999998 -0.085489999999999997 0.12551500000000002 -1.0000000180025095e-35 0.0054700000000000009 0.00023500000000000005
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 7 -3 11 -6 17 14 -13 -14 -5 -16 18 -11 -9
right_child=-2 2 3 8 9 -7 -8 16 -10 10 -12 12 13 -15 15 -17 -18 -19 -20
leaf_value=0.0027086215268551286 -0.0010877829738318652 0.0027534075613963932 -0.0030256593655046591 0.0018329877970242807 0.0014500015373056637 0.0026601985730214509 -0.00070250175520584742 0.0008346166605109279 0.0021486948385623823 -0.00037956000896471805 -0.0013991819743678978 -0.0027747215584191121 -0.001244900033290903 0.00082478619783532472 0.00054478696405901015 0.0020230423717653794 0.0019557818531520553 0.0013490563278111939 8.578295676852713e-05
leaf_weight=55 82 82 65 90 76 88 66 589 62 54 65 58 55 306 865 54 64 52 109
leaf_count=55 82 82 65 90 76 88 66 589 62 54 65 58 55 306 865 54 64 52 109
internal_value=0 0.000687515 0.000647793 0.000429498 -0.000409487 0.00104189 0.000885325 0.00100956 0.000605219 0.000278734 -0.000241475 0.000538162 5.45576e-05 0.000509292 0.000738925 0.000631715 0.000821826 0.000467867 0.000717766
internal_weight=0 2855 2800 1802 312 998 910 844 1490 247 171 1428 419 361 1009 919 762 106 698
internal_count=2937 2855 2800 1802 312 998 910 844 1490 247 171 1428 419 361 1009 919 762 106 698
is_linear=0
shrinkage=0.00569414


Tree=768
num_leaves=29
num_cat=0
split_feature=1 1 0 2 2 4 49 15 0 2 2 1 0 16 0 0 4 2 16 1 4 49 15 1212 4 4 0 49
split_gain=1051.83 218.447 147.535 79.4444 73.7103 55.7764 52.9181 28.7398 25.5156 22.7637 18.9542 23.9768 17.2017 14.9541 12.3733 10.8279 8.37301 9.12287 8.06763 9.41327 8.04697 7.31218 4.41282 3.83135 3.66956 3.35446 3.15287 3.00856
threshold=0.10075500000000003 0.13074500000000003 -0.12851999999999997 0.099345000000000017 0.11426500000000002 0.27998000000000006 -0.011779999999999997 -0.41725999999999991 -0.195045 -0.0098549999999999974 0.089410000000000003 0.087305000000000008 -0.014704999999999998 0.0071000000000000013 -0.074309999999999973 -0.14867499999999997 -0.0024899999999999996 0.11183000000000003 0.014185000000000001 0.080545000000000019 -0.036839999999999991 0.011845000000000001 0.094570000000000015 0.087685000000000013 0.052250000000000012 -0.072659999999999988 -0.090394999999999989 0.10627500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 9 6 -3 -4 -7 -2 -1 15 13 16 24 -8 -11 17 -5 22 -20 -16 -18 23 -17 26 -15 -12 -23
right_child=1 5 4 12 -6 7 14 -9 -10 10 11 -13 -14 25 20 18 21 -19 19 -21 -22 27 -24 -25 -26 -27 -28 -29
leaf_value=0.0050718613855388643 0.0034200809931889432 0.0028709734164585792 0.0036920947868211065 0.0065501842885292904 0.00298989478270742 0.0014384345749577454 0.0068225094526140626 -0.00052685704194311938 0.0017238039083125399 0.0072558981781815357 0.0065682757627414604 0.0046935225419779359 0.0044095749518210693 0.0072551920402455046 0.0060358311470084343 0.0066622387676055243 0.004757702710441139 0.0054019909351805603 0.0053111556781835828 0.0065166110051726551 0.0050137423187304585 0.00597696557032989 0.0060715963612191287 0.006269475440557868 0.0055474044697801051 0.0065551577946837422 0.0059806257148721014 0.0052923181625983244
leaf_weight=60 67 89 64 62 76 94 52 53 102 94 53 52 77 52 84 781 80 65 54 66 61 53 78 135 71 82 212 68
leaf_count=60 67 89 64 62 76 94 52 53 102 94 53 52 77 52 84 781 80 65 54 66 61 53 78 135 71 82 212 68
internal_value=0 0.00323327 0.00402422 0.00617295 0.00484046 0.00153731 0.00537924 0.000729705 0.00239643 0.00636617 0.00641105 0.00607059 0.00531893 0.0062229 0.00592723 0.00655815 0.00553233 0.00596271 0.00649925 0.00597435 0.00560601 0.00526029 0.00656259 0.00660438 0.00598191 0.00682698 0.00609824 0.00559239
internal_weight=0 742 506 2195 337 236 261 147 169 1790 1730 522 405 470 197 1208 328 127 1114 120 145 201 994 916 336 134 265 121
internal_count=2937 742 506 2195 337 236 261 147 169 1790 1730 522 405 470 197 1208 328 127 1114 120 145 201 994 916 336 134 265 121
is_linear=0
shrinkage=0.00213444


Tree=769
num_leaves=28
num_cat=0
split_feature=1 3 3 43 2 2 2 3 3 16 13 11 2 1 11 16 13 49 475 43 3 3 151 16 133 39 49
split_gain=601.076 155.538 69.8716 59.0733 40.3393 37.6822 32.9756 18.9822 18.8728 16.9042 21.6095 15.7924 16.5679 19.2483 15.5999 13.0073 11.88 11.1965 10.7871 10.6073 6.63347 5.30062 4.16681 3.99903 3.58097 1.97846 1.63152
threshold=0.10075500000000003 -0.049204999999999992 0.3148450000000001 -0.025079999999999995 0.098655000000000007 0.11426500000000002 -0.013084999999999998 -0.10690999999999999 -0.074679999999999983 -0.40885499999999991 -0.0042049999999999995 1.0000000180025095e-35 0.08784500000000002 0.085780000000000009 0.08326500000000002 -0.16318499999999997 -0.072634999999999991 0.10247500000000002 -0.081774999999999973 -0.041739999999999992 -0.013174999999999997 -0.04682999999999999 -0.085489999999999997 -0.085264999999999994 0.077945 0.090310000000000015 0.093290000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 15 6 14 -1 -6 26 -5 -11 12 18 22 19 -3 -10 21 -8 -2 23 -18 -14 -20 -24 -17 -9
right_child=1 2 -4 9 7 -7 11 8 16 10 -12 -13 13 -15 -16 25 17 -19 20 -21 -22 -23 24 -25 -26 -27 -28
leaf_value=0.0041814421503279173 0.0050815058080024818 0.0014510385728420732 0.0008405525283473787 0.0029705951869659812 0.0039082931746698465 0.0033086292333128248 0.0053049582488216302 0.0060866688956162729 0.0039649987920637132 0.0033151226567164336 0.0051448144290924805 0.0066999530015068656 0.0061663567393380027 0.0042851818381182457 0.0058373031041070072 0.002885437778291703 0.0050855521230624813 0.0043106683068560112 0.0061866243585020717 0.0038727983152597092 0.0066257251737066696 0.0059906257063878157 0.0053880413354463258 0.0058666467896946618 0.0057398286466083222 0.0023128561171765782 0.0056037742916084177
leaf_weight=57 92 71 82 61 58 75 103 72 53 52 68 91 60 53 77 60 68 54 277 52 80 53 260 519 276 52 61
leaf_count=57 92 71 82 61 58 75 103 72 53 52 68 91 60 53 77 60 68 54 277 52 80 53 260 519 276 52 61
internal_value=0 0.00341714 0.0026209 0.0030219 0.00563942 0.0046168 0.00578005 0.00504327 0.00522556 0.00388666 0.00435214 0.00583305 0.00578458 0.00551964 0.00506064 0.00216647 0.00485224 0.00512081 0.00596019 0.00464519 0.0060372 0.00548218 0.00562938 0.00597802 0.00556923 0.0026198 0.00586536
internal_weight=0 742 446 364 2195 296 1776 419 361 181 120 1719 1628 649 221 183 228 175 979 144 876 121 596 796 536 112 133
internal_count=2937 742 446 364 2195 296 1776 419 361 181 120 1719 1628 649 221 183 228 175 979 144 876 121 596 796 536 112 133
is_linear=0
shrinkage=0.00213444


Tree=770
num_leaves=13
num_cat=0
split_feature=14 0 12 12 2 2 2 0 2 3 3 0
split_gain=11.5442 7.10571 15.0954 7.54395 9.76056 7.11154 6.63762 5.4468 6.81916 5.13469 5.19343 3.78372
threshold=0.073890000000000011 0.051660000000000005 0.023990000000000004 -0.14392999999999997 0.13631000000000001 0.10644500000000001 0.123795 -0.074249999999999997 0.14938500000000002 -0.13392999999999997 -0.10337499999999998 -0.13165999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -4 9 -6 -9 -5 -11 -12
right_child=-2 2 5 4 7 -7 -8 8 -10 10 11 -13
leaf_value=0.0029058610762842077 0.0030573581100790843 -0.0019259057393552451 0.0029035603814444046 0.002392666262922183 -0.0019133693955426978 -9.1227446806312515e-05 0.002854018224508701 -0.0010911015521631348 0.0018548554058976405 -0.00045562646486189409 0.00038240879654754173 0.00114860522403432
leaf_weight=74 95 84 52 94 52 55 72 53 53 79 246 1888
leaf_count=74 95 84 52 94 52 55 72 53 53 79 246 1888
internal_value=0 0.000998328 -8.27667e-05 0.00107744 0.00102408 0.0013636 0.00111693 -0.000373521 0.000381292 0.00106269 0.00100617 0.00106031
internal_weight=0 2802 191 2611 2537 107 2379 158 106 2307 2213 2134
internal_count=2897 2802 191 2611 2537 107 2379 158 106 2307 2213 2134
is_linear=0
shrinkage=0.00580803


Tree=771
num_leaves=29
num_cat=0
split_feature=1 3 2 2 2 39 4 2 11 3 2 1 12 52 15 4 2 160 3 12 1 159 4 43 13 52 160 43
split_gain=1371.26 269.715 127.873 108.51 78.4342 75.6941 64.6556 55.2877 34.2018 26.4038 27.2571 23.4601 25.4106 21.4311 20.7399 13.1119 12.4498 10.4881 12.0096 7.33006 6.57536 6.16476 7.79097 7.49123 4.9775 3.65527 2.46142 0.933138
threshold=0.10442000000000001 -0.063264999999999988 0.14808000000000002 0.094765000000000016 -1.0000000180025095e-35 0.055555000000000007 0.31392000000000003 0.10605000000000002 0.074925000000000005 0.092005000000000017 0.123795 0.089825000000000002 0.087035000000000015 -0.091869999999999993 -0.075094999999999981 -0.111135 0.091525000000000009 0.084770000000000026 -0.08867499999999999 0.091290000000000024 0.11869500000000001 -0.023859999999999996 -0.084384999999999988 -0.019324999999999998 -0.077274999999999996 0.084050000000000014 -0.0048599999999999989 -0.041049999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 4 8 -3 9 13 -6 11 10 15 16 -13 -2 20 -5 19 18 -17 21 -9 23 -23 -1 -14 -21 -18 -26
right_child=1 2 -4 5 7 -7 -8 14 -10 -11 -12 12 24 -15 -16 17 26 -19 -20 25 -22 22 -24 -25 27 -27 -28 -29
leaf_value=0.018521931395454543 0.018058765020610917 0.012463586965211037 0.011230674887678769 0.018731030049972654 0.01650285518310364 0.015144500527928925 0.014747938797154202 0.014080613609778692 0.019663563899875173 0.016125730877511013 0.016200567987126793 0.016601687167238224 0.018419424252888741 0.01641524956548646 0.015055388942942907 0.016578666248942355 0.018148655762242227 0.018369428561577514 0.017702606482687289 0.017497383989282054 0.013084206342015679 0.018795023952870957 0.018304475835163616 0.019554956116066839 0.017954412199331863 0.018247668609731975 0.017559867847108859 0.017557904135323411
leaf_weight=86 76 96 87 65 61 70 68 70 79 57 52 75 95 70 77 54 54 81 236 52 55 199 626 53 67 77 97 62
leaf_count=86 76 96 87 65 61 70 68 70 79 57 52 75 95 70 77 54 54 81 236 52 55 199 626 53 67 77 97 62
internal_value=0 0.014499 0.0135536 0.0180004 0.0141165 0.0172363 0.0164693 0.0147197 0.0182901 0.017505 0.017666 0.0182198 0.0176809 0.0172709 0.0141811 0.0178408 0.0183493 0.0176847 0.0174934 0.0184292 0.0136424 0.018494 0.0184228 0.018916 0.0180421 0.0179454 0.0177706 0.017764
internal_weight=0 660 446 2237 359 615 214 263 1622 545 488 1543 299 146 202 436 1244 371 290 1093 125 964 825 139 224 129 151 129
internal_count=2897 660 446 2237 359 615 214 263 1622 545 488 1543 299 146 202 436 1244 371 290 1093 125 964 825 139 224 129 151 129
is_linear=0
shrinkage=0.00213444


Tree=772
num_leaves=12
num_cat=0
split_feature=13 14 48 1452 11 13 0 0 3 13 0
split_gain=8.90538 9.92711 6.80519 7.24851 7.31789 10.0873 8.8009 11.9622 9.86259 9.65887 3.88847
threshold=0.25137000000000004 0.081185000000000021 -0.078904999999999989 0.099915000000000018 1.0000000180025095e-35 0.094890000000000016 -0.13409999999999997 -0.11327499999999999 -0.011259999999999997 -0.10667999999999998 -0.23146499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 8 -8 -4 -9 -10
right_child=-2 -3 3 -5 5 -7 7 9 10 -11 -12
leaf_value=0.00021019420817336646 -7.1696443399437757e-05 0.0048478287771356503 -0.0018946253521135951 0.0045105635796787837 0.0046340710107013964 0.0011404116776922743 0.0049444924106395588 -0.00010011718300082375 0.0027622573840413909 0.0020174077980038303 0.0007851093525403683
leaf_weight=103 101 55 54 52 103 61 62 105 64 1972 165
leaf_count=103 101 55 54 52 103 61 62 105 64 1972 165
internal_value=0 0.00198445 0.00192697 0.00199398 0.00194334 0.00333504 0.00184908 0.00199831 0.000720911 0.00191032 0.00133799
internal_weight=0 2796 2741 2638 2586 164 2422 2139 283 2077 229
internal_count=2897 2796 2741 2638 2586 164 2422 2139 283 2077 229
is_linear=0
shrinkage=0.00680503


Tree=773
num_leaves=27
num_cat=0
split_feature=1 52 1 150 0 0 0 4 14 51 150 0 13 0 0 13 123 474 4 133 52 0 49 13 52 13
split_gain=700.073 200.249 82.2621 54.2562 43.9388 43.4253 37.7786 31.779 29.9397 25.1782 24.1706 47.3047 19.5514 16.5237 13.253 11.0594 8.96369 8.16143 7.64351 7.27646 6.63624 8.64478 5.63878 4.54183 3.25802 1.85406
threshold=0.10075500000000003 -0.41694999999999993 0.12313000000000002 1.0000000180025095e-35 -0.13619499999999998 -0.063509999999999983 -0.076384999999999995 -0.42305999999999994 0.073890000000000011 0.10446500000000002 0.08926000000000002 -0.090164999999999981 -0.010834999999999999 1.0000000180025095e-35 -0.079249999999999987 -1.0000000180025095e-35 0.08901000000000002 0.087070000000000022 0.05864500000000001 0.081310000000000007 -0.082174999999999984 -0.094479999999999995 0.093290000000000012 -0.079604999999999995 -0.0037699999999999995 0.00085500000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 8 -6 -7 10 15 14 -12 -5 19 17 16 -4 20 -8 -9 21 -1 -22 -16 -25 -26
right_child=1 2 9 12 6 7 18 13 -10 -11 11 -13 -14 -15 23 -17 -18 -19 -20 -21 22 -23 -24 24 25 -27
leaf_value=0.0077195031426572141 0.0068954901472417351 0.0034759046648183837 0.0014335673018714245 0.0020260021342116703 0.006734521490903961 0.0064825156498390128 0.0051245652850792625 0.0049079763032092256 0.0077219994683295316 0.0038221694034928839 0.0039211758231229542 0.0065647081813577307 0.0037213145197312197 0.0039634633538167168 0.0066989321751126235 0.002927167731596981 0.0025541022581322972 0.0059018775197589371 0.0040115679342044687 0.0059987303025827964 0.0065907742409065696 0.0066878603948787377 0.0060631917011261189 0.0056327187950169057 0.0062405885678749832 0.0058259014195545956
leaf_weight=52 91 88 80 54 58 98 62 61 80 60 52 76 73 53 53 72 55 81 52 52 913 132 104 77 200 68
leaf_count=52 91 88 80 54 58 98 62 61 80 60 52 76 73 53 53 72 55 81 52 52 913 132 104 77 200 68
internal_value=0 0.00392863 0.00351578 0.00414465 0.00470336 0.00632939 0.00533124 0.00551795 0.00644284 0.00260418 0.00638623 0.00549095 0.00300065 0.00494837 0.00645443 0.00225103 0.00189025 0.0065603 0.00461708 0.00541012 0.00660469 0.00697954 0.00653685 0.00611334 0.00602332 0.00613545
internal_weight=0 745 654 387 260 2152 172 264 1888 267 1808 128 127 166 1680 207 135 1282 114 113 1201 184 1017 398 345 268
internal_count=2897 745 654 387 260 2152 172 264 1888 267 1808 128 127 166 1680 207 135 1282 114 113 1201 184 1017 398 345 268
is_linear=0
shrinkage=0.00213444


Tree=774
num_leaves=12
num_cat=0
split_feature=14 10 147 49 131 10 13 51 483 12 47
split_gain=6.33639 7.39814 8.63466 7.81148 7.76888 7.97723 7.68147 5.23901 4.7623 4.20477 1.41541
threshold=0.073890000000000011 0.057650000000000007 0.096075000000000008 -0.14305499999999996 0.090030000000000013 -0.089679999999999982 -0.0034749999999999994 -0.40444499999999994 0.083960000000000021 0.084595000000000017 0.09252500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 9 -7 -9 -6 -11
right_child=-2 -3 -4 4 6 7 -8 8 -10 10 -12
leaf_value=-0.00020938606550148438 0.0031217011190744011 -0.00026955640119302819 0.0039400401716418948 -0.00061641962689745159 0.0043795464279426958 0.0031867586433004112 0.0006113826020553531 0.001409849620216618 0.0023567386705162126 0.0028065695258076362 0.0017928809822711901
leaf_weight=84 95 75 55 61 52 67 66 1896 207 171 68
leaf_count=84 95 75 55 61 52 67 66 1896 207 171 68
internal_value=0 0.00156528 0.00161576 0.0015679 0.00162561 0.00149569 0.0024373 0.0015551 0.00150308 0.00285121 0.00251842
internal_weight=0 2802 2727 2672 2588 2231 357 2170 2103 291 239
internal_count=2897 2802 2727 2672 2588 2231 357 2170 2103 291 239
is_linear=0
shrinkage=0.00592419


Tree=775
num_leaves=31
num_cat=0
split_feature=12 13 12 12 15 13 15 13 13 160 43 15 52 42 10 11 15 43 133 43 43 1212 48 12 151 52 15 13 43 42
split_gain=404.226 121.881 94.2426 49.5262 45.3172 43.9029 39.6475 37.6129 36.133 36.4936 33.8542 20.4282 17.4304 16.9451 12.9089 12.0309 9.80628 8.486 7.92523 6.57667 10.3061 7.02639 5.61789 5.6111 4.00374 3.54841 4.59807 3.1509 2.31836 1.97475
threshold=0.056995000000000011 -0.0012399999999999998 0.13936000000000001 0.092755000000000018 0.021950000000000001 -0.091849999999999987 -0.23031999999999997 -0.27740999999999993 0.0083850000000000018 -0.084829999999999989 -0.030594999999999994 -0.025879999999999997 -0.082894999999999983 0.095330000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 -0.063834999999999989 -0.064179999999999987 -0.072334999999999997 0.0034500000000000004 0.092445000000000013 0.091435000000000016 0.086260000000000017 0.087765000000000024 -0.088464999999999988 -0.0024899999999999996 0.091195000000000012 -0.065239999999999979 -0.078949999999999979 0.098205000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 15 8 -5 13 -8 9 -3 14 16 -11 -1 -9 19 17 28 -19 21 -21 23 -14 24 -2 -13 -27 -25 -7 -28
right_child=2 4 -4 5 -6 11 7 10 -10 12 -12 25 22 -15 -16 -17 -18 18 -20 20 -22 -23 -24 27 -26 26 29 -29 -30 -31
leaf_value=0.0011241047449932703 0.0049381850686873547 0.0056122905285615702 0.0026994564414563305 0.0029449273176945707 0.0057023555708852168 0.0046276437907074872 0.0017679801115050976 0.0022086606068727377 0.0027069464252085303 0.0047225195159814569 0.0047399930606213687 0.0046387724840078704 0.0037086682889739052 0.0025310889567326678 0.0034200942883548411 0.0058946695242814871 0.003679355389799199 0.0046843132847876907 0.0036307600534218895 0.0043495894333076789 0.0053626479885583644 0.0045288537734544422 0.0029047191270100297 0.0049295720835530934 0.005445177269440383 0.0055383334587254087 0.0051333516955710161 0.0052773385620397042 0.0051703751112428253 0.0047664931769840647
leaf_weight=87 70 53 73 59 55 68 75 60 91 55 54 79 95 54 80 94 69 53 59 91 69 55 53 236 503 75 136 183 58 103
leaf_count=87 70 53 73 59 55 68 75 60 91 55 54 79 95 54 80 94 69 53 59 91 69 55 53 236 503 75 136 183 58 103
internal_value=0 0.00326702 0.00490191 0.00497995 0.00403863 0.00457943 0.00251041 0.00295446 0.00377487 0.0041544 0.00341304 0.00471716 0.00377367 0.0016631 0.00290106 0.0052136 0.00433552 0.00452566 0.0041295 0.00516055 0.0047866 0.00521767 0.00342091 0.00525584 0.00538328 0.00501523 0.00510988 0.00508151 0.00487764 0.00497534
internal_weight=0 812 2133 2060 402 759 410 269 347 256 194 700 203 141 140 1301 307 238 112 1207 160 1047 148 992 573 393 314 419 126 239
internal_count=2945 812 2133 2060 402 759 410 269 347 256 194 700 203 141 140 1301 307 238 112 1207 160 1047 148 992 573 393 314 419 126 239
is_linear=0
shrinkage=0.00197189


Tree=776
num_leaves=35
num_cat=0
split_feature=1 52 1 2 2 1 4 2 1 2 12 2 2 159 52 4 52 52 1212 2 43 43 159 12 52 2 133 159 12 12 159 159 12 43
split_gain=1196.42 228.887 146.219 125.198 124.228 57.2765 118.956 44.1984 39.7152 40.8964 30.656 26.1073 50.9348 12.0331 11.9556 10.3292 9.72774 10.3522 6.80858 6.4761 6.2875 5.69508 5.56814 5.30385 4.7331 4.71844 4.48001 4.36679 4.70547 4.08339 4.09595 3.28458 1.17603 0.628929
threshold=0.10398500000000001 -0.41694999999999993 0.12381000000000002 0.10043500000000001 0.092250000000000013 0.088470000000000007 -0.17568999999999999 0.13084500000000002 0.089825000000000002 -1.0000000180025095e-35 0.089585000000000012 0.14253500000000002 -1.0000000180025095e-35 0.011235000000000002 0.27203000000000005 0.42642000000000008 0.06136500000000001 -0.45635499999999996 0.091435000000000016 0.087815000000000018 -1.0000000180025095e-35 -0.00045499999999999995 -0.023859999999999996 -1.0000000180025095e-35 0.08869500000000001 0.10121500000000001 0.086150000000000018 -1.0000000180025095e-35 0.092010000000000022 0.096675000000000025 -0.040794999999999991 0.097045000000000006 0.10621000000000001 -0.023029999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 10 8 7 -7 13 14 -10 -3 12 -4 16 18 20 17 -6 19 22 -5 26 -1 -13 -24 -19 -21 -11 -29 30 -18 -15 -31 -30
right_child=1 2 11 15 5 6 -8 -9 9 27 -12 23 -14 31 -16 -17 29 25 -20 21 -22 -23 24 -25 -26 -27 -28 28 33 32 -32 -33 -34 -35
leaf_value=0.0080854662219314258 0.0070754593113128497 0.0043826732343094236 0.00095366649866798249 0.0019453687559320282 0.0067665380186644371 0.0072867111158486375 0.0030645744616444835 0.0043861840657568613 0.0046681954208736909 0.0073389962422442754 0.0065915809597746639 0.001450353396034577 0.003419592150259118 0.0075938275100328641 0.0063478533925474786 0.0036747884756494651 0.0074281103554489601 0.0060433550004119208 0.0068139149475401582 0.0077109812316303967 0.0029233201130360602 0.0066654923668247401 0.0075699108173463729 0.00048633482713619585 0.007030729900767127 0.0052319498461524108 0.0071005079687254478 0.0062164488691579031 0.007109203324503161 0.0061593195516324879 0.0066127077631806686 0.0068110349728090127 0.006603212434666798 0.006757227373004198
leaf_weight=89 76 52 72 52 63 55 82 52 53 61 77 59 97 53 57 58 52 81 93 102 87 80 540 54 96 64 147 75 58 64 76 55 60 53
leaf_count=89 76 52 72 52 63 55 82 52 53 61 77 59 97 53 57 58 52 81 93 102 87 80 540 54 96 64 147 75 58 64 76 55 60 53
internal_value=0 0.00344185 0.0029876 0.00400053 0.00679382 0.00605991 0.00475977 0.00634716 0.00716319 0.00643963 0.00570135 0.00181655 0.00236916 0.00652665 0.00734346 0.00288667 0.00636958 0.00601296 0.00739292 0.00744399 0.00255764 0.00718414 0.00756187 0.000989882 0.00748856 0.00568538 0.00735068 0.00681964 0.00664918 0.00666384 0.00694415 0.0071954 0.0063743 0.00694136
internal_weight=0 684 608 326 2261 757 137 620 1504 300 129 282 169 568 1204 197 460 208 1147 1054 139 329 725 113 636 145 249 247 186 252 128 108 124 111
internal_count=2945 684 608 326 2261 757 137 620 1504 300 129 282 169 568 1204 197 460 208 1147 1054 139 329 725 113 636 145 249 247 186 252 128 108 124 111
is_linear=0
shrinkage=0.00222067


Tree=777
num_leaves=23
num_cat=0
split_feature=2 16 0 13 15 52 0 16 15 39 0 0 52 159 160 0 49 1 12 0 160 16
split_gain=13.8127 10.1138 18.4349 10.3637 9.17313 8.83048 10.0355 5.34212 5.15077 7.04629 7.06567 4.75087 4.39757 6.80677 7.42405 6.47111 5.1929 7.11346 5.16796 4.04969 4.10632 3.51002
threshold=0.10859000000000001 -0.0088649999999999996 -0.076734999999999984 -0.13226499999999999 -0.42075999999999997 -0.22711499999999998 -0.064994999999999983 -0.40430999999999989 -0.14151499999999997 0.092310000000000017 0.12429000000000001 -0.10462499999999998 0.10024500000000001 -0.032069999999999994 -0.072489999999999985 -0.076734999999999984 -0.083049999999999985 0.095435000000000006 0.083865000000000009 -0.16926499999999997 -1.0000000180025095e-35 -0.092694999999999986
decision_type=2 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 7 -1 -4 -7 -2 11 10 12 -6 16 14 -14 -15 18 -18 -10 -5 -21 -22
right_child=1 2 5 19 8 6 -8 -9 9 -11 -12 -13 13 15 -16 -17 17 -19 -20 20 21 -23
leaf_value=-0.00034266547128293306 -0.0013891780330026983 -0.0028044837358357209 0.0020179945400932418 0.0035574300244858789 0.0041125633049162846 0.0015290139257164968 -0.0019434887155039106 0.0012189618123570783 0.0041523087362675291 -0.00032217740267834292 0.0038568834271868915 0.0020011026732335013 0.0027788961660130495 0.0010666389415797757 0.00019269226224713089 -0.0012914710451865906 0.0019525121650905885 0.00080979850161817498 0.0017060314143916137 0.00033586252107649953 0.0013520201056497806 0.0032426585825278782
leaf_weight=68 52 63 101 52 61 52 61 54 65 54 55 88 128 160 53 52 1273 215 53 52 69 64
leaf_count=68 52 63 101 52 61 52 61 54 65 54 55 88 128 160 53 52 1273 215 53 52 69 64
internal_value=0 0.000782475 -4.27694e-05 0.00144911 0.00175835 0.000769969 -0.000344974 -5.99181e-05 0.00182167 0.00174783 0.00180228 0.00286594 0.00174572 0.0011946 0.00202195 0.000487942 0.00188055 0.00178744 0.00305408 0.00212429 0.00172113 0.00226227
internal_weight=0 620 277 343 2325 214 113 106 2257 2108 2054 149 1999 393 181 212 1606 1488 118 237 185 133
internal_count=2945 620 277 343 2325 214 113 106 2257 2108 2054 149 1999 393 181 212 1606 1488 118 237 185 133
is_linear=0
shrinkage=0.00580803


Tree=778
num_leaves=20
num_cat=0
split_feature=2 49 131 52 160 3 1 4 133 2 41 480 14 4 4 3 1 475 16
split_gain=9.55347 8.49953 6.4551 8.04432 6.34703 6.19118 10.1222 8.71234 6.82102 6.00821 5.61098 6.59081 11.4476 4.6762 7.07158 9.31807 7.53319 5.58062 5.50214
threshold=0.10859000000000001 0.14255500000000002 0.094300000000000009 0.12484500000000003 0.023210000000000005 -0.031895 0.11239500000000001 0.42118000000000005 -0.026119999999999994 0.12299 0.088100000000000012 -1.0000000180025095e-35 0.073890000000000011 -0.22295999999999996 -0.098074999999999982 0.088880000000000015 0.10210500000000002 -0.085684999999999997 0.25032500000000008
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 4 5 8 -7 -8 -2 -10 11 -1 13 18 -15 17 -17 -16 -13
right_child=1 -3 -4 -5 -6 6 7 -9 9 -11 -12 12 -14 14 15 16 -18 -19 -20
leaf_value=-5.5296847492986657e-05 -0.00098903278013570358 -0.0016452579534926661 0.0029408380241127715 0.002594449113811292 0.0021308307068513923 -0.003057112018103496 0.0018347912800706337 -0.0014729516047614463 0.00056991937713826582 0.0032027021315803577 -0.00044890162423501126 0.003834920765447474 0.0042756067760897527 -0.00067102525839611213 0.003206920105857671 -0.0018494499543395804 0.0014366063477806745 0.001597278909054933 0.0015011803189764051
leaf_weight=88 57 54 54 73 67 52 61 60 90 52 52 74 62 55 86 53 53 1722 80
leaf_count=88 57 54 54 73 67 52 61 60 90 52 52 74 62 55 86 53 53 1722 80
internal_value=0 0.00069068 0.000913659 0.000699727 0.000384509 6.98063e-05 -0.000782802 0.000194044 0.000811349 0.0015345 0.00155198 0.00159778 0.00166439 0.0015881 0.00150712 0.00156975 -0.000205801 0.00167388 0.00262302
internal_weight=0 620 566 512 439 372 173 121 199 142 2325 2273 2185 2123 1969 1914 106 1808 154
internal_count=2945 620 566 512 439 372 173 121 199 142 2325 2273 2185 2123 1969 1914 106 1808 154
is_linear=0
shrinkage=0.00616352


Tree=779
num_leaves=32
num_cat=0
split_feature=1 3 2 2 2 2 1 2 150 2 2 4 14 16 159 3 4 0 2 51 2 16 159 15 15 483 51 403 1 2 133
split_gain=1143.79 194.372 117.649 100.511 66.9401 63.2542 48.9264 52.7266 37.7234 33.0665 30.3096 24.6808 23.1654 15.688 13.3576 26.1106 12.5291 10.9901 10.3359 11.8737 10.3361 8.97098 7.13359 9.92477 6.56046 5.66096 4.4716 1.95611 3.15685 1.42515 1.76907
threshold=0.10398500000000001 -0.046079999999999989 0.11504500000000002 0.095850000000000005 0.14253500000000002 -1.0000000180025095e-35 0.089745000000000019 -1.0000000180025095e-35 1.0000000180025095e-35 0.13018000000000005 0.10859000000000001 0.097095000000000015 0.073890000000000011 -0.0088649999999999996 0.092745000000000008 -0.023409999999999997 0.043640000000000005 -0.088494999999999976 0.091235000000000024 0.0045000000000000014 0.087035000000000015 -0.06859999999999998 0.041590000000000009 -0.011484999999999999 -0.097454999999999986 0.088865000000000013 -0.067854999999999985 -0.06166 0.093505000000000019 0.094215000000000007 0.041800000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 6 5 -3 12 -8 9 14 -7 26 18 24 15 16 21 -9 19 22 -21 -5 25 -24 -12 -1 -2 -19 -29 30 -20
right_child=1 4 -4 8 -6 10 7 17 -10 -11 13 -13 -14 -15 -16 -17 -18 27 29 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31 -32
leaf_value=0.0068437623715901282 0.0064731261844194372 0.0012950688011703162 0.0024498883800943084 0.0068372856725900186 0.00078104611823581391 0.0044708943666238133 0.0038027320946324877 0.0052560452782342386 0.0037649947258719388 0.004029918671945517 0.0027799737458496275 0.0043253776881685664 0.0078096014800530869 0.0019170203573066601 0.0067809782054831617 0.0046014640863052533 0.0052357775442859978 0.0066555019038843635 0.005726177190087345 0.0053327420767406942 0.0065504378893924946 0.0059269511159560475 0.0068156420382575042 0.0056840766927135052 0.003819335348701772 0.0061505158009041647 0.0056623449108976183 0.0058138217553257441 0.0064486042735534465 0.0064081580083882551 0.0062072195011336519
leaf_weight=772 58 97 79 63 103 69 53 54 53 52 55 52 69 56 53 82 89 57 58 53 73 197 72 65 52 56 63 59 86 59 86
leaf_count=772 58 97 79 63 103 69 53 54 53 52 55 52 69 56 53 82 89 57 58 53 73 197 72 65 52 56 63 59 86 59 86
internal_value=0 0.00310563 0.00456626 0.00619401 0.00225354 0.00271447 0.00645595 0.00570362 0.00545041 0.00561702 0.00330783 0.00553256 0.00662649 0.00281535 0.00578749 0.00566527 0.00591515 0.00609708 0.00656339 0.0066443 0.00603841 0.00614762 0.00672339 0.00627893 0.00328529 0.0067969 0.00605117 0.0063218 0.00619047 0.0061284 0.00601362
internal_weight=0 684 252 2261 432 329 1672 309 589 536 232 173 1363 163 484 431 349 256 1294 1091 126 260 965 137 107 828 121 202 145 203 144
internal_count=2945 684 252 2261 432 329 1672 309 589 536 232 173 1363 163 484 431 349 256 1294 1091 126 260 965 137 107 828 121 202 145 203 144
is_linear=0
shrinkage=0.00209259


Tree=780
num_leaves=22
num_cat=0
split_feature=2 12 2 2 3 447 0 2 12 0 2 49 49 43 0 3 39 16 43 51 2
split_gain=873.891 400.306 123.534 113.204 90.7516 59.5741 59.1656 52.4051 43.95 36.3297 27.2649 34.075 26.9063 17.5852 36.2186 16.5705 13.193 9.78109 7.78149 7.70055 7.45273
threshold=0.11891500000000001 -0.012249999999999999 0.16730000000000003 -1.0000000180025095e-35 0.11745500000000002 0.085135000000000016 -0.082234999999999989 0.097180000000000016 0.099680000000000005 -0.050704999999999993 0.091185000000000002 -0.013914999999999999 0.0060400000000000011 -0.016434999999999995 -0.06612999999999998 -0.096099999999999977 0.089030000000000012 0.052150000000000009 0.071345000000000006 0.010750000000000001 0.13388500000000003
decision_type=2 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 16 5 8 20 -5 10 17 13 -12 -8 14 -3 -15 -1 19 -13 -10 -2
right_child=2 4 -4 7 -6 -7 12 -9 9 -11 11 18 -14 15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0028869108325630462 0.0024796225671546322 0.0070102870730527084 -0.00013249505626022629 0.0064462017332426718 0.0042187245930832076 0.0046792020896168473 0.0032885554154945939 0.0037578001817422891 0.0068442672022939544 0.0042835284902467425 0.0050181325583753614 0.0068392115541427287 0.0051404023903114677 0.008615508727106265 0.0050811709773251126 0.0072755939062704297 0.0014020714498420793 0.0054821003932089343 0.0059236338579925045 0.0058303983730924177 0.0012769856769219037
leaf_weight=61 53 679 72 73 76 70 99 76 152 52 70 378 68 52 54 556 62 52 55 52 53
leaf_count=61 53 679 72 73 76 70 99 76 152 52 70 378 68 52 54 556 62 52 55 52 53
internal_value=0 0.0063459 0.00250644 0.00374731 0.00665347 0.00673674 0.00320252 0.0050751 0.00680365 0.00601102 0.00693603 0.00648576 0.00404275 0.0071049 0.0068682 0.00739023 0.00213865 0.00636182 0.00672297 0.00658595 0.00187853
internal_weight=0 2570 345 272 2298 2222 273 149 2152 308 1844 503 167 1341 733 608 123 256 433 204 106
internal_count=2915 2570 345 272 2298 2222 273 149 2152 308 1844 503 167 1341 733 608 123 256 433 204 106
is_linear=0
shrinkage=0.00226508


Tree=781
num_leaves=28
num_cat=0
split_feature=4 3 2 12 2 3 2 3 2 2 12 15 3 15 4 2 16 3 12 13 12 3 158 160 156 12 16
split_gain=1184.71 365.335 154.194 112.53 66.5177 52.5083 42.9414 42.5432 40.8054 48.9992 33.3223 25.1043 27.7319 22.9454 22.7054 16.4221 16.2118 12.9369 12.6011 9.95544 9.62311 8.77919 7.5635 5.84188 5.83838 4.46996 4.45521
threshold=0.31392000000000003 -0.064349999999999991 0.13388500000000003 -0.012249999999999999 0.14938500000000002 0.12168500000000002 0.097005000000000022 -0.11749 -0.007134999999999999 0.097180000000000016 0.088035000000000016 -1.0000000180025095e-35 0.088880000000000015 -0.45775499999999997 0.0049450000000000006 0.15205000000000002 0.044620000000000007 0.076825000000000018 0.087255000000000013 -0.066634999999999986 0.089895000000000017 -0.13117499999999996 0.081110000000000015 0.083295000000000022 0.087205000000000019 0.096535000000000024 -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 6 3 8 7 11 14 -2 -3 -10 -8 12 -5 -9 16 -4 22 -13 -18 -20 -16 -12 23 24 -1 -23 -27
right_child=4 2 15 5 -6 -7 10 13 9 -11 21 17 -14 -15 20 -17 18 -19 19 -21 -22 25 -24 -25 -26 26 -28
leaf_value=0.0060273212088360947 0.0026673510486865414 0.0016134579777704974 0.0023455908981709797 0.0056193928412843434 -0.0012021944163038906 0.0032906018524442864 0.0034779298784886632 0.0015404226231987151 0.004991296123220107 0.0025504314446337818 0.0059279962813199418 0.005327168425278638 0.003717339160491516 6.6210033811441471e-05 0.005626103586450687 0.00071860502796469597 0.0060885292895603701 0.0066773625907556406 0.0054263957904220946 0.004261008777229125 0.0046449633885606093 0.0054408905407246312 0.0065707223104513324 0.0052848025292927692 0.0055002270113519427 0.0051914394007613269 0.0044658684025716293
leaf_weight=956 76 59 57 82 54 60 53 93 67 78 70 53 57 92 82 52 68 76 85 52 95 96 91 57 103 82 69
leaf_count=956 76 59 57 82 54 60 53 93 67 78 70 53 57 92 82 52 68 76 85 52 95 96 91 57 103 82 69
internal_value=0 0.00520876 0.00383736 0.00430195 0.000911661 0.00506105 0.00565748 0.0013491 0.00308132 0.00367843 0.00501499 0.00545733 0.00483957 0.000807421 0.00580707 0.00156962 0.00589574 0.00612281 0.00535064 0.00498422 0.00509963 0.00527191 0.0059883 0.00594079 0.00597608 0.00508588 0.00486004
internal_weight=0 2600 641 532 315 328 1959 261 204 145 370 268 139 185 1589 109 1412 129 205 137 177 317 1207 1116 1059 247 151
internal_count=2915 2600 641 532 315 328 1959 261 204 145 370 268 139 185 1589 109 1412 129 205 137 177 317 1207 1116 1059 247 151
is_linear=0
shrinkage=0.00209259


Tree=782
num_leaves=24
num_cat=0
split_feature=1 3 1 123 4 123 3 0 4 3 43 4 0 447 4 16 1 150 0 4 4 1210 15
split_gain=911.383 184.137 61.6726 57.6369 41.6795 34.7019 34.1036 32.1938 39.1539 29.7931 31.6151 31.5335 29.561 21.8007 14.5671 11.5474 9.86223 19.5507 17.4273 17.5478 11.5946 8.39577 2.91258
threshold=0.10540500000000001 -0.06656999999999999 0.15390500000000004 1.0000000180025095e-35 0.31392000000000003 0.088305000000000008 0.10402500000000002 -0.076384999999999995 -0.46195999999999998 0.30863500000000005 -0.079824999999999993 0.27998000000000006 0.040570000000000002 0.084170000000000009 0.0060300000000000015 0.26411500000000004 0.087055000000000007 0.082085000000000019 -0.13619499999999998 0.020110000000000006 -0.040394999999999993 -1.0000000180025095e-35 -0.040504999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 6 15 9 7 13 -9 10 -3 -12 14 16 21 -2 18 20 22 -20 -18 -10 -1
right_child=1 2 -4 -5 -6 -7 -8 8 12 -11 11 -13 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24
leaf_value=0.0077700180702697181 0.0057141256711736137 0.0031195729555143492 0.0012097109365321538 0.005270672837436363 0.0045370934744618716 0.0024967145409810982 0.0055480878522768907 0.0078346702688066715 0.0061174489161236129 0.0029086185248349719 0.0058664640865467108 0.0039033885142925125 0.0048762141093439161 0.0058729465524662077 0.0058000225932018108 0.0070009959467244604 0.0068095778117759779 0.0057602768583685073 0.0073593621102197365 0.0065572531370927936 0.0077224967848381065 0.0069468351026850768 0.0084617080256188214
leaf_weight=52 52 59 53 87 79 91 68 96 69 81 76 68 52 52 88 75 161 53 963 137 99 246 58
leaf_count=52 52 59 53 87 79 91 68 96 69 81 76 68 52 52 88 75 161 53 963 137 99 246 58
internal_value=0 0.00410579 0.00332328 0.00694215 0.00573148 0.00362193 0.00700842 0.00705511 0.00661925 0.0039824 0.00441074 0.00493961 0.00636276 0.00720758 0.00655452 0.00647426 0.00725314 0.00692079 0.00733909 0.00725948 0.00715728 0.00676523 0.00813493
internal_weight=0 634 428 2281 206 375 2194 2126 551 284 203 144 455 1575 403 127 1523 313 1210 1100 260 315 110
internal_count=2915 634 428 2281 206 375 2194 2126 551 284 203 144 455 1575 403 127 1523 313 1210 1100 260 315 110
is_linear=0
shrinkage=0.00209259


Tree=783
num_leaves=22
num_cat=0
split_feature=15 15 150 13 49 12 10 15 13 49 43 13 16 16 13 12 156 13 40 12 16
split_gain=18.768 14.5077 9.34076 18.0657 10.7816 8.10278 6.64974 5.74554 6.70014 7.6261 5.94392 5.67628 5.30665 14.4478 6.48939 6.667 5.67118 5.07786 3.91314 3.44079 1.72303
threshold=-0.2987999999999999 -0.43091499999999999 -0.053939999999999995 -0.032959999999999996 -0.014479999999999998 0.096475000000000019 -0.0091399999999999988 -0.094839999999999994 -0.0059899999999999997 -0.073139999999999983 -0.08564999999999999 -0.086874999999999994 0.20277000000000003 0.31625000000000009 0.17888000000000001 -1.0000000180025095e-35 0.089695000000000011 -1.0000000180025095e-35 -0.049499999999999995 0.093910000000000007 0.51165500000000008
decision_type=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 7 -6 -4 10 -10 -9 -12 14 -14 15 18 -17 -1 -8 -15 -21
right_child=2 -3 4 -5 6 -7 12 8 9 -11 11 -13 13 19 -16 16 -18 -19 -20 20 -22
leaf_value=0.00048832998082001268 0.0034611595690835178 -0.0024271087419556045 -9.3829810090784491e-05 -0.0022450348147649269 0.0051397226940749123 -0.00089960103269844886 0.0025259486079806585 0.0030802288673044595 0.005474491929959439 0.0019265114534550586 0.0019286547110000769 -0.0010660451838071009 -0.00043956080152946782 0.0037859848525176342 0.0046577301402567998 0.0028367687802028593 0.0049028920760626699 0.0030648397034269293 -0.00010595890813444312 0.0011454575503221844 0.0026741418620809419
leaf_weight=89 52 62 55 55 58 54 52 77 57 60 70 54 89 103 97 1485 67 63 57 54 105
leaf_count=89 52 62 55 55 58 54 52 77 57 60 70 54 89 103 97 1485 67 63 57 54 105
internal_value=0 0.000402175 0.00253804 0.000527377 0.00262095 0.00161245 0.00281964 0.00197632 0.0023346 0.00365565 0.00156526 0.000623914 0.0027558 0.00197592 0.00291146 0.00280944 0.00292601 0.00155671 0.00114895 0.00279673 0.00215543
internal_weight=0 214 2701 107 2594 427 2167 373 318 117 201 124 2109 351 1758 1661 1552 152 109 262 159
internal_count=2915 214 2701 107 2594 427 2167 373 318 117 201 124 2109 351 1758 1661 1552 152 109 262 159
is_linear=0
shrinkage=0.00694113


Tree=784
num_leaves=17
num_cat=0
split_feature=3 106 40 50 1425 49 39 34 50 42 1456 50 42 3 50 50
split_gain=15.939 14.1341 8.77929 5.68567 4.54045 5.50298 5.2213 6.81838 2.65878 3.61779 2.48255 4.66985 2.536 2.45726 2.1611 5.65806
threshold=0.31351000000000001 0.085650000000000018 0.0045850000000000005 0.081580000000000014 0.084940000000000015 0.12466500000000001 0.10233000000000002 -0.049569999999999996 0.10672000000000002 0.089470000000000008 0.078920000000000018 0.13024000000000005 0.087695000000000009 0.41720500000000005 0.095955000000000013 0.090630000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 9 14 11 12 -10 -2 15 -5
right_child=13 -3 -4 8 -6 -7 -8 -9 10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0041844218943911304 -0.0014829285490943977 -0.0013608905411296951 -0.00041075959073775598 0.0042269832384620887 0.0035778215157629347 0.00029523408926940032 0.00018882057556583872 0.0018756681970563775 0.00040496691011930548 0.0016103781998700957 0.0033376152174530924 0.0030636385177844646 0.0020587407526743632 0.00040491932196966139 0.0043919948251201378 0.0015425352315922209
leaf_weight=52 56 52 61 67 59 91 70 1888 76 53 58 84 71 53 66 58
leaf_count=52 56 52 61 67 59 91 70 1888 76 53 58 84 71 53 66 58
internal_value=0 0.00188548 0.0019468 0.00200022 0.00185662 0.00180825 0.00187672 0.00193759 0.00258207 0.00306598 0.00217328 0.00188064 0.00120419 -0.000564368 0.00346953 0.00298194
internal_weight=0 2806 2754 2693 2160 2101 2010 1940 533 244 289 231 147 109 191 125
internal_count=2915 2806 2754 2693 2160 2101 2010 1940 533 244 289 231 147 109 191 125
is_linear=0
shrinkage=0.00628679


Tree=785
num_leaves=23
num_cat=0
split_feature=1 3 3 39 15 3 3 1 1 52 42 15 11 403 475 3 15 43 15 481 156 402
split_gain=2392.63 462.004 152.54 109.209 100.755 65.2511 62.4371 53.5618 43.2592 39.9017 29.4096 32.2133 39.5691 38.3989 20.0668 27.0972 17.9604 14.8286 12.8917 8.38172 6.61096 3.37531
threshold=0.10509 -0.053364999999999996 0.3148450000000001 0.0039300000000000003 -0.12272499999999999 0.10402500000000002 0.085880000000000012 0.088035000000000016 0.13074500000000003 -0.22711499999999998 0.11966500000000001 0.039965000000000007 1.0000000180025095e-35 -0.082969999999999988 -0.084344999999999989 -0.15500999999999998 0.090075000000000002 -0.08076499999999999 -0.075094999999999981 -0.0075349999999999992 0.087205000000000019 0.089890000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 6 5 -2 10 8 -5 17 -6 11 13 16 -1 20 -16 21 -3 -8 -18 -15 -13
right_child=1 2 -4 7 9 -7 18 -9 -10 -11 -12 12 -14 14 15 -17 19 -19 -20 -21 -22 -23
leaf_value=0.018357214454289176 0.01498717842677103 0.013539960090268883 0.010978706155803786 0.019219019416488417 0.019945346370199575 0.017812617412486589 0.014773168352580015 0.016303506636811866 0.01228715565303528 0.01761378444522714 0.018704269470687727 0.020480254208228726 0.022228897042374372 0.021027159387910551 0.018242839137323844 0.019908904962012381 0.020641523658719425 0.01514171599831377 0.016254940289018381 0.019794145448493138 0.020109988797978835 0.020958169573941605
leaf_weight=85 56 57 94 68 62 70 59 62 88 97 82 375 57 102 54 763 74 63 63 355 70 102
leaf_count=85 56 57 94 68 62 70 59 62 88 97 82 375 57 102 54 763 74 63 63 355 70 102
internal_value=0 0.0148971 0.0135254 0.0198475 0.0176022 0.0199674 0.0142508 0.0178287 0.0134953 0.0185231 0.0200386 0.0200923 0.0203939 0.0198217 0.0199476 0.0197988 0.0202785 0.0143811 0.0155385 0.0199404 0.020654 0.0205825
internal_weight=0 639 424 2319 215 2189 330 130 208 159 2119 2037 963 1074 989 817 906 120 122 429 172 477
internal_count=2958 639 424 2319 215 2189 330 130 208 159 2119 2037 963 1074 989 817 906 120 122 429 172 477
is_linear=0
shrinkage=0.00226508


Tree=786
num_leaves=24
num_cat=0
split_feature=3 4 48 13 12 48 4 12 1 132 14 1 12 39 15 4 48 15 12 4 42 160 12
split_gain=20.7693 12.7741 7.11333 5.87416 9.69288 7.96018 7.6827 8.03895 5.95312 5.72378 8.6115 7.40475 10.7466 6.5965 6.25762 4.39325 5.67068 3.22075 2.67629 2.27049 2.24545 1.89401 1.7892
threshold=0.3148450000000001 0.028075000000000006 0.10971000000000002 -0.086944999999999981 -0.086254999999999984 0.093225000000000016 -0.17568999999999999 0.082165000000000016 0.10290000000000001 0.081700000000000009 -0.22654999999999997 0.096035000000000023 0.095920000000000019 0.090455000000000021 -0.10646499999999999 -0.072659999999999988 0.086260000000000017 -0.14051999999999998 0.097240000000000007 0.074650000000000008 0.084360000000000004 -1.0000000180025095e-35 0.088245000000000004
decision_type=2 2 2 2 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 8 -8 -6 10 -3 14 13 17 -12 20 21 -13 19 -16 -1 -17 -22
right_child=-2 9 -4 4 5 -7 7 -9 -10 -11 11 12 -14 -15 18 16 -18 -19 -20 -21 22 -23 -24
leaf_value=0.001385736458393334 -0.00030603095409283539 0.0033102574984801357 0.0039957830446270505 0.00012644745239405973 0.0040611090569848728 0.00063498462493556164 0.00096993335419231358 0.0023032355736474185 0.0019322527178538545 0.00021184858666874692 0.0036904737460961984 -0.0014005330081485825 0.0026516195947712713 0.0015984655263596552 0.0015314100678664073 0.0035210481157179276 0.0022226831248998717 0.00023277311318833962 0.00065465920040874389 0.0028743049402868578 0.0031509011590168555 0.0048797796154971488 0.0019237915080443154
leaf_weight=53 101 78 68 64 112 84 139 1269 54 84 53 55 68 67 96 61 66 85 54 55 83 54 55
leaf_count=53 101 78 68 64 112 84 139 1269 54 84 53 55 68 67 96 61 66 85 54 55 83 54 55
internal_value=0 0.00212078 0.00232026 0.00226582 0.00213619 0.00221374 0.00229795 0.00217165 0.00336893 0.00150015 0.00167717 0.00143807 0.000837163 0.000240839 0.00207836 0.00286572 0.0034536 -0.000408482 0.0016613 0.00202092 0.00230832 0.00415955 0.00266224
internal_weight=0 2857 2162 2094 1722 1658 1574 1408 166 695 611 533 275 207 258 372 181 140 205 151 191 115 138
internal_count=2958 2857 2162 2094 1722 1658 1574 1408 166 695 611 533 275 207 258 372 181 140 205 151 191 115 138
is_linear=0
shrinkage=0.00526051


Tree=787
num_leaves=31
num_cat=0
split_feature=12 13 12 13 133 12 16 0 0 43 16 16 0 16 39 12 12 43 12 51 51 11 402 16 13 51 0 133 13 0
split_gain=791.203 153.083 149.105 87.3362 71.2555 59.1953 43.9867 39.7955 29.9115 29.3999 22.6069 22.6966 21.3865 27.0587 19.6949 14.0897 13.7045 12.5452 12.5331 9.11146 8.74119 6.35753 6.01324 7.78756 5.88842 5.48472 6.39968 4.36028 1.2729 0.747354
threshold=0.056995000000000011 -0.0015099999999999998 0.13936000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.097145000000000023 -0.47730499999999992 -0.024974999999999997 -0.10998999999999999 -0.062434999999999997 -0.14879499999999998 0.0060400000000000011 -0.084819999999999993 -0.055004999999999991 0.087735000000000021 0.086730000000000015 -0.091944999999999985 -0.12118 0.10742000000000002 0.010750000000000001 0.0033150000000000007 0.080070000000000016 0.082470000000000016 -0.093874999999999986 -0.06809999999999998 -0.092389999999999986 -0.09633499999999999 0.088395000000000015 -0.015454999999999998 -0.079964999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 6 -1 15 -3 -5 16 14 -7 19 13 -8 -10 20 -6 -17 24 28 22 25 23 -2 -13 -19 -27 -25 -12 -30
right_child=2 3 -4 7 8 10 12 -9 9 -11 11 18 -14 -15 -16 17 -18 21 -20 -21 -22 -23 -24 27 -26 26 -28 -29 29 -31
leaf_value=0.0049660812525579067 0.0063230831437426586 0.0038013332986214779 0.0032034437955025157 0.0046235919581755673 0.0043808733361661474 0.0046761843734805988 0.0066738742705186984 0.0017641140126180811 0.0037557409622350807 0.00070784863227996489 0.0074001349682568463 0.0055087183003783317 0.0071637789709413308 0.0045004390345283231 0.0019110499863978865 0.0060710368168242438 0.0026337498939868779 0.0063350134992289885 0.004688401753204563 0.0060583129158107395 0.0082774702620185946 0.0077746615821019226 0.0079058937419340634 0.0074209012228864538 0.0066009028658856181 0.0064671655910685686 0.0071105965360733579 0.0066912003724377694 0.0071536448542976637 0.0067449551597869237
leaf_weight=81 52 52 65 60 52 54 70 53 52 74 59 53 90 63 94 87 52 72 53 67 61 62 84 337 63 103 725 56 57 55
leaf_count=81 52 52 65 60 52 54 70 53 52 74 59 53 90 63 94 87 52 72 53 67 61 62 84 337 63 103 725 56 57 55
internal_value=0 0.00398315 0.00678972 0.00506224 0.00294928 0.00690072 0.0057934 0.00328265 0.002445 0.00194259 0.00613936 0.00633342 0.0062578 0.00564455 0.00256824 0.00711485 0.00350756 0.00694732 0.00565891 0.00681228 0.00741267 0.00702654 0.0073129 0.0072009 0.00610211 0.00697497 0.00703059 0.00731699 0.00710754 0.00695318
internal_weight=0 793 2165 388 405 2100 275 113 324 220 461 407 223 133 146 1639 104 1049 169 238 590 962 529 445 116 900 828 393 171 112
internal_count=2958 793 2165 388 405 2100 275 113 324 220 461 407 223 133 146 1639 104 1049 169 238 590 962 529 445 116 900 828 393 171 112
is_linear=0
shrinkage=0.00240373


Tree=788
num_leaves=23
num_cat=0
split_feature=2 4 30 16 16 15 16 148 15 15 11 1 43 13 1213 16 4 2 16 16 1212 43
split_gain=23.0021 11.7277 7.56965 6.87533 9.49575 7.50985 6.83673 3.95481 3.8264 4.02531 9.66331 6.91238 6.64995 6.58793 4.57303 3.79001 3.17888 3.26856 5.55334 2.72273 2.68288 2.25594
threshold=0.25063000000000007 0.028075000000000006 0.085570000000000021 -0.067169999999999994 0.058455000000000007 -0.065419999999999992 -0.52541999999999989 -0.083929999999999991 -0.10566999999999999 0.039965000000000007 0.079225000000000004 0.09697500000000002 -0.14143999999999998 -0.057284999999999996 0.062550000000000008 -0.54752499999999993 0.080255000000000007 0.13501500000000002 -0.28430999999999995 -0.025214999999999998 -0.068684999999999982 -0.0098449999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 6 -5 -6 15 -1 19 10 12 14 -10 -14 20 -3 -8 18 -18 -9 -11 -16
right_child=-2 2 -4 4 5 -7 16 8 9 11 -12 -13 13 -15 21 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0048442412255622781 -0.0021827382717074582 0.0026719926636714778 -0.00075147838281701288 -0.00077430745865699835 0.0035511939579634705 0.00032090319264312101 0.0047799614190542255 0.0030929765629970863 0.0051598146668050959 0.0037315795891880075 7.0666819431706995e-05 0.0053033184885381964 0.0030392618441433174 0.0017082168419843837 0.0051293507999819465 0.00014093883369653185 0.0039841821471432804 0.0013207380340430812 0.0012858151699109953 0.0050493482220455646 0.002543948736084857 0.0033695979436182402
leaf_weight=55 52 53 53 89 89 65 54 81 53 117 81 70 496 319 63 74 152 57 54 69 665 97
leaf_count=55 52 53 53 89 89 65 54 81 53 117 81 70 496 319 63 74 152 57 54 69 665 97
internal_value=0 0.00266224 0.00187707 0.00207997 0.00110289 0.00218826 0.00261455 0.00293045 0.00288055 0.00279539 0.00245713 0.00311251 0.00267975 0.00251837 0.00294963 0.00119781 0.0031819 0.00285348 0.00327722 0.00399342 0.00272174 0.00406298
internal_weight=0 2906 740 687 243 154 444 2166 2111 1961 949 1012 868 815 942 127 317 263 206 150 782 160
internal_count=2958 2906 740 687 243 154 444 2166 2111 1961 949 1012 868 815 942 127 317 263 206 150 782 160
is_linear=0
shrinkage=0.00722155


Tree=789
num_leaves=29
num_cat=0
split_feature=12 2 2 2 2 52 2 0 52 12 52 48 0 11 3 0 150 2 12 0 2 43 52 133 43 50 402 49
split_gain=595.53 191.065 149.942 103.885 130.531 57.8836 42.4225 28.5122 24.4464 24.2233 23.5132 20.3878 19.3993 18.3388 15.3279 13.9108 11.0564 16.006 10.536 6.94159 5.0352 9.20642 4.0689 3.97718 3.84541 3.62403 2.85984 2.29541
threshold=0.056995000000000011 0.13631000000000001 0.14073000000000005 -1.0000000180025095e-35 0.10433000000000002 0.042815000000000006 0.10179000000000001 -0.06612999999999998 -0.085924999999999987 0.091545000000000015 0.023800000000000005 0.083540000000000017 -0.063509999999999983 1.0000000180025095e-35 -0.11151499999999999 -0.062714999999999979 1.0000000180025095e-35 0.11426500000000002 0.097145000000000023 -0.09633499999999999 0.088995000000000005 -0.083944999999999978 0.076585000000000014 0.083645000000000011 -0.03898999999999999 0.10874500000000002 0.050140000000000011 0.011845000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 7 8 16 9 -1 -5 13 -10 18 14 20 -11 -4 17 -6 27 -16 25 -22 -20 -23 -21 26 -2 -8
right_child=1 -3 15 4 5 -7 11 -9 10 12 -12 -13 -14 -15 19 -17 -18 -19 22 24 21 23 -24 -25 -26 -27 -28 -29
leaf_value=0.0035788372725741912 0.0062724301645782007 0.0023106128921624512 0.0022083091352438347 0.0064482815478105505 0.0041891655422759688 0.0053623914346017385 0.0062498857230413917 0.0018259938746800993 0.0044305327697348488 0.006879005742048392 0.0061109584058802405 0.0041245716922207049 0.0049480568808045215 0.0073452578559991457 0.0051459310160597285 0.00073041038286861292 0.0023262660557721456 0.0027470820415168838 0.0048380593633678519 0.0057296417228478247 0.0065835224935384632 0.0052664318545363881 0.0055709357751506181 0.0059698532279709553 0.0061394510845165376 0.0058328757329117577 0.0065959961418655972 0.0056522267810505903
leaf_weight=78 644 64 59 102 59 60 65 85 89 67 62 56 103 68 61 53 67 79 84 238 65 69 56 74 178 70 151 52
leaf_count=78 644 64 59 102 59 60 65 85 89 67 62 56 103 68 61 53 67 79 84 238 65 69 56 74 178 70 151 52
internal_value=0 0.00587297 0.0037532 0.00412224 0.00458077 0.00355415 0.00598148 0.00266491 0.00565599 0.00610597 0.00512066 0.00527027 0.00578209 0.0062896 0.00593996 0.00150915 0.0030248 0.00336379 0.00551982 0.00580802 0.00622268 0.00592849 0.00513137 0.0056306 0.00590505 0.00629339 0.00633392 0.00598445
internal_weight=0 2165 793 681 518 265 2101 163 253 1788 151 313 647 1141 544 112 205 138 257 477 1073 208 140 143 416 865 795 117
internal_count=2958 2165 793 681 518 265 2101 163 253 1788 151 313 647 1141 544 112 205 138 257 477 1073 208 140 143 416 865 795 117
is_linear=0
shrinkage=0.00209259


Tree=790
num_leaves=15
num_cat=0
split_feature=4 457 44 2 2 14 15 12 15 1428 2 43 11 14
split_gain=21.2977 11.3992 7.71886 7.96298 6.83406 5.62794 7.31276 12.4523 7.2213 5.15272 4.91609 7.66826 4.56055 4.96246
threshold=0.27258000000000004 0.10184000000000001 1.0000000180025095e-35 0.14870000000000003 -0.13746499999999998 -0.42227999999999993 -0.26361999999999991 -0.082039999999999988 -0.097454999999999986 0.086350000000000024 -0.007134999999999999 -0.078039999999999984 0.078340000000000007 0.064610000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -2 -6 7 -7 -8 10 11 -1 13 -12
right_child=4 -3 -4 -5 5 6 8 -9 -10 -11 12 -13 -14 -15
leaf_value=-0.00059632725913594167 0.0019368134010575898 -0.00030203920960549722 0.0035352975576611223 -5.899139821500072e-05 0.0014175335208919102 -0.0026795187647007685 0.001983496679999312 0.00037113689712633111 -0.00049038755753316753 0.0029764679760237436 0.001723309728092536 0.0019949307492222595 0.00070240796261832148 0.0032440811807104403
leaf_weight=56 56 69 53 62 60 59 52 68 60 73 2124 52 101 52
leaf_count=56 56 69 53 62 60 59 52 68 60 73 2124 52 101 52
internal_value=0 0.00164669 0.00169897 0.00166032 0.000378675 8.66766e-05 -0.000247213 -0.00104569 0.000657738 0.00170371 0.00166473 0.000650835 0.0017128 0.00175968
internal_weight=0 2642 2573 2520 355 299 239 127 112 2458 2385 108 2277 2176
internal_count=2997 2642 2573 2520 355 299 239 127 112 2458 2385 108 2277 2176
is_linear=0
shrinkage=0.0048599


Tree=791
num_leaves=17
num_cat=0
split_feature=4 16 49 42 4 457 0 16 0 0 52 151 49 156 157 4
split_gain=14.7311 9.41876 12.4244 10.8289 9.13243 7.93009 10.9436 4.47635 6.13349 8.72724 4.92075 8.86719 7.14102 4.51721 4.22564 3.30398
threshold=0.27258000000000004 -0.38959499999999997 -0.045589999999999992 0.093030000000000015 0.5567700000000001 0.11129500000000002 -0.23028499999999999 -0.011964999999999998 -0.10298499999999998 -0.091694999999999985 -0.091869999999999993 -0.086059999999999984 -0.073619999999999977 -0.0039599999999999991 -0.081189999999999984 -0.022529999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 -1 10 -9 -10 -8 -12 -13 -11 -15 -14
right_child=1 -3 3 -5 -6 -7 7 8 9 13 11 12 15 14 -16 -17
leaf_value=0.0046253797146417596 -0.0017289794713521555 -0.0013759471971642235 0.0037047136172330452 -0.00051800083210528215 0.00044934478176727262 -0.00048688812134267613 0.0036100348853918196 -0.00015430836478447875 0.0040937750206676889 0.0029181714107839344 -0.00064584532890801555 0.0037863447188808707 0.0021085380840960744 0.00026096888267782985 0.0015038792387242297 0.0014387622657325971
leaf_weight=54 53 88 99 63 52 60 70 87 52 75 52 83 869 129 672 439
leaf_count=54 53 88 99 63 52 60 70 87 52 75 52 83 869 129 672 439
internal_value=0 0.000407451 0.000995489 0.00167055 0.0025841 0.00177169 0.0018242 0.00176434 0.0014411 0.00159075 0.00198113 0.00190207 0.00199737 0.00144209 0.00130379 0.00188379
internal_weight=0 355 267 214 151 2642 2582 2528 1015 928 1513 1443 1391 876 801 1308
internal_count=2997 355 267 214 151 2642 2582 2528 1015 928 1513 1443 1391 876 801 1308
is_linear=0
shrinkage=0.00628679


Tree=792
num_leaves=11
num_cat=0
split_feature=447 48 2 48 16 151 106 2 0 49
split_gain=10.5621 8.99332 6.86189 10.1505 7.48051 6.86673 5.76147 4.8603 6.55781 3.28647
threshold=0.091410000000000005 0.14093000000000003 0.13388500000000003 0.11650000000000001 -0.075724999999999987 -0.22990999999999998 0.085650000000000018 0.099845000000000003 0.055865000000000005 -0.085999999999999979
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 7 9 -9 -7
right_child=-2 -3 4 -5 -6 6 -8 8 -10 -11
leaf_value=0.0038025636941221843 -0.0013674377364882148 -0.0011731191585284133 0.0015961064335059231 0.0043295403589076048 -0.00095611531474358764 0.0028056502654020617 -0.00054926819060208392 0.00063038844541380204 0.0024776949119593452 0.0015824003375462734
leaf_weight=52 57 54 92 53 97 95 58 448 96 1895
leaf_count=52 57 54 92 53 97 95 58 448 96 1895
internal_value=0 0.00141896 0.00146749 0.00155027 0.000285874 0.00149453 0.0014482 0.00149395 0.00095651 0.00164083
internal_weight=0 2940 2886 2697 189 2644 2592 2534 544 1990
internal_count=2997 2940 2886 2697 189 2644 2592 2534 544 1990
is_linear=0
shrinkage=0.00641253


Tree=793
num_leaves=16
num_cat=0
split_feature=44 15 15 0 1348 0 12 49 0 51 12 481 150 15 15
split_gain=10.0622 9.48563 11.088 13.5804 9.29184 3.84809 6.68133 5.8832 4.88064 5.57422 4.3066 3.9348 4.66519 3.36556 1.50654
threshold=0.081710000000000019 -0.26361999999999991 -0.43091499999999999 -0.058589999999999996 0.084360000000000004 -0.063509999999999983 -0.096004999999999993 -0.07929499999999999 -0.050704999999999993 0.026870000000000002 0.078120000000000009 0.063455000000000011 0.11680000000000001 0.12479500000000002 -0.52461999999999986
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 -3 -7 -9 10 -10 12 13 -8 -1
right_child=-2 4 -4 -5 -6 7 11 8 9 -11 -12 -13 -14 -15 -16
leaf_value=9.2062082791568266e-05 0.0027894043493706042 0.0025358156694990589 -0.0018154319264647098 0.0024186263920035226 -0.00083380980987761747 -0.0008478156289418537 0.00097000304062935436 -0.00022113626300352012 -3.0598245696044253e-05 0.0021730059032490862 0.0011699099361132744 0.0020894267764107266 -0.00027996293619108882 -0.00020977411664248563 -0.00097538457674258342
leaf_weight=58 53 56 60 52 67 58 1945 92 107 65 151 60 68 52 53
leaf_count=58 53 56 60 52 67 58 1945 92 107 65 151 60 68 52 53
internal_value=0 0.000775719 -0.000132127 0.000487195 0.000850139 0.000892669 0.000973903 0.000517996 0.000708998 0.00097408 0.000671835 0.000932719 0.000899086 0.000939258 -0.000417179
internal_weight=0 2944 223 163 2721 2654 2181 473 415 323 258 2125 2065 1997 111
internal_count=2997 2944 223 163 2721 2654 2181 473 415 323 258 2125 2065 1997 111
is_linear=0
shrinkage=0.00457959


Tree=794
num_leaves=22
num_cat=0
split_feature=1 457 16 4 4 16 4 133 158 16 457 480 49 160 1456 480 475 12 16 4 49
split_gain=8.92034 9.17614 11.8711 5.32236 8.62565 6.34395 6.29227 4.36096 5.26929 5.65483 4.35723 4.31767 3.58671 8.37281 3.53431 3.8606 3.17971 4.24962 2.99921 2.29016 1.88444
threshold=0.087545000000000026 0.079020000000000021 -0.090614999999999987 0.26546000000000003 0.41823000000000005 -0.49353499999999995 0.51395000000000002 -0.083124999999999991 0.092860000000000012 -0.094469999999999985 0.048870000000000004 -1.0000000180025095e-35 -0.073139999999999983 0.0088350000000000008 0.087435000000000013 0.08598500000000002 -0.083904999999999993 0.084595000000000017 0.0071000000000000013 -0.0076199999999999992 -0.005069999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 -3 7 -5 -6 -7 -2 9 -9 11 -1 -11 -14 15 16 -13 18 -18 -12 -19
right_child=1 2 -4 4 5 6 -8 8 -10 12 19 14 13 -15 -16 -17 17 20 -20 -21 -22
leaf_value=-0.00054691736527672267 0.0025210439479187415 0.0015073238300086734 -0.0026931905448485194 -0.0021136048293421274 0.0021631063879508855 0.00090442425507907963 -0.0020026477936669184 -0.00094146455812687548 0.0028198029263720834 0.0023610081078848616 0.0017141214866143741 0.00013090694211291508 0.0010563068268576576 -0.0018850628259712697 -1.3608994310714252e-05 0.0027879426400535625 0.0017791044150067394 -1.892359081377763e-05 0.0035427450058919349 0.00358625443547377 0.0012789880812571638
leaf_weight=62 90 52 86 71 85 94 58 86 63 77 68 102 450 52 90 91 187 57 62 59 955
leaf_count=62 90 52 86 71 85 94 58 86 63 77 68 102 450 52 90 91 187 57 62 59 955
internal_value=0 0.000579263 -0.00110985 0.000786343 8.39708e-06 0.000644415 -0.000204366 0.00107917 0.000900816 0.000718906 0.00134622 0.00124825 0.000965652 0.000751475 0.00132039 0.00140301 0.00131049 0.00140585 0.00221854 0.00258444 0.00120581
internal_weight=0 1264 138 1126 308 237 152 818 728 665 1733 1606 579 502 1544 1454 1363 1261 249 127 1012
internal_count=2997 1264 138 1126 308 237 152 818 728 665 1733 1606 579 502 1544 1454 1363 1261 249 127 1012
is_linear=0
shrinkage=0.00694113


Tree=795
num_leaves=26
num_cat=0
split_feature=4 2 150 123 0 2 2 0 11 50 16 52 123 2 0 150 4 2 16 16 11 52 0 51 16
split_gain=699.099 140.48 113.371 66.4129 33.5089 31.7482 30.7179 28.7017 27.9211 24.0872 25.3427 46.5585 16.5914 16.3806 13.0618 12.05 10.3438 10.2424 6.88169 8.78943 6.84266 6.49336 7.63061 6.24862 3.49409
threshold=0.31392000000000003 0.099345000000000017 0.082085000000000019 0.080635000000000012 -0.13619499999999998 0.15510000000000004 0.13554000000000002 -0.076734999999999984 1.0000000180025095e-35 0.089430000000000023 0.066010000000000013 0.029970000000000007 0.089295000000000013 0.089025000000000007 -0.11471499999999998 0.081245000000000026 0.50609000000000004 0.086755000000000013 0.014185000000000001 -0.0021749999999999994 0.08184000000000001 0.048535000000000002 -0.070304999999999992 -0.025069999999999999 -0.07027499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 7 -3 12 20 8 13 10 11 -9 15 18 -15 16 -2 -12 19 -1 21 22 -6 -16 -23
right_child=5 2 -4 -5 6 -7 -8 9 -10 -11 17 -13 -14 14 23 -17 -18 -19 -20 -21 -22 24 -24 -25 -26
leaf_value=0.005399802210591274 0.0019812251184994365 0.0034153468649483843 0.0025636987036729854 0.0037579157110150026 0.0042301437638406544 0.0011602993660072372 0.0037788269950873366 0.003003047497942701 0.0063681689721338079 0.005557590831312441 0.0046914163849534722 0.0050502657600186599 0.0017373763611431843 0.0042696496978994677 0.0056649762852677196 0.0034170801557000408 0.0028711854464491629 0.0055835382127062873 0.0048949563587564549 0.0059771995762041494 0.0054114585483625473 0.0053791021776525474 0.0049027765889165529 0.0050250226707706843 0.0048536731608774851
leaf_weight=916 59 63 93 88 85 53 82 63 74 98 92 63 53 59 53 62 100 61 69 82 65 64 111 248 85
leaf_count=916 59 63 93 88 85 53 82 63 74 98 92 63 53 59 53 62 100 61 69 82 65 64 111 248 85
internal_value=0 0.00496357 0.00428383 0.0051876 0.00457203 0.00235327 0.00472011 0.00525459 0.00535897 0.00483894 0.00458645 0.0040268 0.00258396 0.00530662 0.00499554 0.0027869 0.00254106 0.00504722 0.00541156 0.00544726 0.00490832 0.00481348 0.00461117 0.00513777 0.00507948
internal_weight=0 2614 648 1966 555 327 492 1878 1501 377 279 126 274 1427 360 221 159 153 1067 998 410 345 196 301 149
internal_count=2941 2614 648 1966 555 327 492 1878 1501 377 279 126 274 1427 360 221 159 153 1067 998 410 345 196 301 149
is_linear=0
shrinkage=0.00168299


Tree=796
num_leaves=26
num_cat=0
split_feature=1 52 1 2 2 4 2 457 2 15 12 14 52 12 3 4 1 4 4 48 52 16 16 15 3
split_gain=1081.24 203.087 120.18 95.8239 90.2427 53.6508 42.0459 42.0009 37.06 36.2799 33.9379 21.9274 19.9885 19.1089 18.9027 18.3029 27.2927 8.86199 8.42836 7.91632 7.45787 7.39194 25.1567 9.07471 5.58701
threshold=0.10398500000000001 -0.41694999999999993 0.12313000000000002 1.0000000180025095e-35 0.092855000000000007 0.31392000000000003 -1.0000000180025095e-35 0.048350000000000011 -0.084369999999999987 -0.43091499999999999 -0.032329999999999991 0.073890000000000011 -0.046194999999999993 0.11755500000000001 -0.017704999999999995 0.061835000000000008 0.077690000000000023 0.10055500000000002 0.032770000000000001 0.091195000000000012 0.042815000000000006 0.070590000000000014 0.014185000000000001 -0.0090849999999999976 -0.094004999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 8 12 -3 10 -1 -7 -6 18 -4 15 -5 16 24 -16 19 21 -17 22 -10 -23 -12
right_child=1 2 5 14 7 9 -8 -9 11 -11 13 -13 -14 -15 17 20 -18 -19 -20 -21 -22 23 -24 -25 -26
leaf_value=0.0051684989028701949 0.0067824199695017883 0.0041886248772578854 0.0024054299087120103 0.0022860938681291266 0.0047154198343458808 0.0022809337470341114 0.0065915218738051415 0.0041801709300010583 0.0069860656056900741 0.00032173733209348823 0.0057270833483054669 0.0081350570821113865 0.0041909843020602596 0.005280367821986022 0.0030309534692605925 0.0050768638501871664 0.007625331227112472 0.004149387115117034 0.0062471980169452584 0.0063052922255872603 0.0061816555974855527 0.006903169338855257 0.0055578628910170555 0.0081222684642081253 0.0064584999065481225
leaf_weight=54 77 61 55 74 68 94 67 53 1086 74 56 64 55 74 59 52 92 66 87 86 56 56 57 52 266
leaf_count=54 77 61 55 74 68 94 67 53 1086 74 56 64 55 74 59 52 92 66 87 86 56 56 57 52 266
internal_value=0 0.00358132 0.00317387 0.0040339 0.00658777 0.00216218 0.00544657 0.00597417 0.00687306 0.00141809 0.00611733 0.00693491 0.00329841 0.00627724 0.00312513 0.00641852 0.00661897 0.00362167 0.00688095 0.00692217 0.00564993 0.00696456 0.00691486 0.00749035 0.00633137
internal_weight=0 682 605 327 2259 278 128 717 1542 168 664 1488 110 596 199 522 414 125 1424 1337 108 1251 1143 108 322
internal_count=2941 682 605 327 2259 278 128 717 1542 168 664 1488 110 596 199 522 414 125 1424 1337 108 1251 1143 108 322
is_linear=0
shrinkage=0.00209259


Tree=797
num_leaves=18
num_cat=0
split_feature=15 15 40 483 15 0 0 0 160 51 15 160 41 0 51 0 0
split_gain=7.76097 15.9887 9.2159 6.35016 4.00419 3.80842 11.9365 9.46715 5.55721 3.34116 5.00686 4.72926 4.04676 5.50086 3.09504 4.79608 2.68328
threshold=-0.2987999999999999 -0.46483499999999994 0.0073350000000000004 0.084885000000000016 -0.18498499999999998 -0.11073999999999999 -0.14164999999999997 -0.13409999999999997 0.0044600000000000013 0.10934000000000001 -0.070454999999999976 -0.080499999999999974 0.079160000000000008 0.10446500000000002 -0.091399999999999981 -0.074679999999999983 -0.21196999999999996
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 -2 6 8 -8 16 11 -11 14 13 -13 -7 -16 -6
right_child=2 -3 -4 -5 5 9 7 -9 -10 10 -12 12 -14 -15 15 -17 -18
leaf_value=0.0027931615936167345 0.0029675322671842645 -0.0018282852589290447 -0.00098131140615137112 -2.200708115173801e-05 0.00011356694345005438 0.0011179289105002633 -0.002785302045665598 0.00083755067676241895 0.0030909845144198697 0.0017309864478808944 -0.00051047876406381566 0.0015047071968305769 -0.00020534892835886214 0.0029562840614560516 0.0022564997619851871 0.0043766690399567381 0.001758851401696143
leaf_weight=82 83 89 59 55 71 72 52 69 83 95 72 1459 52 116 284 52 96
leaf_count=82 83 89 59 55 71 72 52 69 83 95 72 1459 52 116 284 52 96
internal_value=0 0.000287498 0.00152467 0.00166248 0.00158036 0.00153559 0.000934116 -0.000718812 0.00173441 0.00163689 0.000764196 0.00170848 0.00155355 0.00161166 0.00232613 0.00258483 0.00105977
internal_weight=0 226 2715 137 2656 2573 371 121 250 2202 167 2035 1627 1575 408 336 167
internal_count=2941 226 2715 137 2656 2573 371 121 250 2202 167 2035 1627 1575 408 336 167
is_linear=0
shrinkage=0.00641253


Tree=798
num_leaves=26
num_cat=0
split_feature=4 39 4 150 10 10 39 133 159 159 475 150 151 160 1456 4 4 4 157 4 158 4 475 150 484
split_gain=692.891 129.142 34.2867 34.1765 21.8693 32.1933 16.9731 15.3451 14.9358 38.1588 18.4499 13.4058 12.4806 11.5184 11.1992 9.05543 11.9429 8.83703 24.6242 10.669 5.89977 4.11215 3.84256 10.6258 1.72373
threshold=0.31392000000000003 0.08252000000000001 0.00059000000000000014 0.089810000000000015 -1.0000000180025095e-35 1.0000000180025095e-35 0.093785000000000021 0.085650000000000018 0.087360000000000007 0.10384500000000001 -0.082539999999999988 0.081245000000000026 -0.086654999999999982 -0.075199999999999975 -0.076309999999999989 0.046185000000000004 0.010535000000000001 -0.10701499999999999 -0.0041249999999999993 -0.081204999999999986 0.019155000000000002 0.070065000000000016 -0.090439999999999979 0.086870000000000017 -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 8 14 -2 11 7 -3 10 -10 22 13 -12 -6 -4 16 -16 18 -14 -19 21 -17 -1 -24 -11
right_child=4 6 3 -5 5 -7 -8 -9 9 24 12 -13 17 -15 15 20 -18 19 -20 -21 -22 -23 23 -25 -26
leaf_value=0.0059333528741457066 0.00064380014418593862 0.0050709591974856839 0.006122205953149047 0.003402371777249817 0.0029958959867834147 0.00055330820905941862 0.0029530825844429147 0.0034775212450808631 0.0037882092454109093 0.0061723766213497835 0.0046719982753730084 0.0034886112085861661 0.0065451111806991988 0.0017069922089685595 0.0050048070401725762 0.0041352463371205472 0.0063446601546951233 0.0060182639319956025 0.0047297475377250315 0.0055665014550910271 0.0053044049734832198 0.004832443468403458 0.0072191434839707158 0.0058624373039160927 0.0055908294147735994
leaf_weight=73 65 58 57 63 56 54 97 67 77 53 71 54 52 98 91 67 55 410 147 787 87 127 65 55 55
leaf_count=73 65 58 57 63 56 54 97 67 77 53 71 54 52 98 91 67 55 410 147 787 87 127 65 55 55
internal_value=0 0.00531783 0.00547123 0.0049728 0.00182038 0.00211218 0.0036649 0.00421707 0.00561899 0.00500742 0.00568713 0.00251677 0.00560038 0.00217584 0.00517716 0.00505095 0.00550971 0.00564758 0.00520424 0.00572126 0.0048125 0.00459178 0.00634643 0.00659752 0.00587644
internal_weight=0 2614 2392 547 327 262 222 125 1845 185 1660 208 1467 154 484 427 146 1396 199 1197 281 194 193 120 108
internal_count=2941 2614 2392 547 327 262 222 125 1845 185 1660 208 1467 154 484 427 146 1396 199 1197 281 194 193 120 108
is_linear=0
shrinkage=0.00226508


Tree=799
num_leaves=12
num_cat=0
split_feature=9 123 9 34 14 3 403 160 455 0 0
split_gain=13.9824 7.57862 4.84249 8.08732 8.37556 4.4188 5.78505 9.2738 5.22807 3.8809 2.71346
threshold=0.092645000000000019 0.08901000000000002 1.0000000180025095e-35 -0.028269999999999997 -0.13131999999999996 -0.093419999999999989 -0.10012499999999998 -0.053494999999999994 1.0000000180025095e-35 -0.21196999999999996 -0.080414999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8 9 -7 -3
right_child=-2 10 -4 4 5 8 7 -9 -10 -11 -12
leaf_value=-0.00066991096656345798 -0.0018645203481093288 -0.0010528105369458083 0.0032181669410414966 0.0034756874324515679 0.002850422892417508 0.00036270845499448691 -0.0011289841519512519 0.0011488688532429808 0.0033661374769417885 0.0015776776538665564 0.00076571817933003181
leaf_weight=69 52 59 63 83 52 110 92 304 62 1923 72
leaf_count=69 52 59 63 83 52 110 92 304 62 1923 72
internal_value=0 0.00142415 0.00149433 0.00145401 0.00150984 0.00144565 0.000878597 0.000619501 0.00156688 0.00151197 -5.28015e-05
internal_weight=0 2889 2758 2695 2626 2543 448 396 2095 2033 131
internal_count=2941 2889 2758 2695 2626 2543 448 396 2095 2033 131
is_linear=0
shrinkage=0.00628679


Tree=800
num_leaves=17
num_cat=0
split_feature=4 3 123 0 4 0 3 14 14 0 4 4 0 3 0 3
split_gain=964.296 231.854 154.299 56.2983 46.7242 81.5885 58.0405 41.3377 27.5532 20.6753 19.688 27.8509 19.0451 13.1082 12.8981 11.0759
threshold=0.31392000000000003 0.28833000000000003 1.0000000180025095e-35 0.13304000000000002 -0.080954999999999985 -0.044434999999999995 0.095880000000000007 -0.45687499999999998 0.073890000000000011 -0.076734999999999984 -0.50393499999999991 -0.10701499999999999 -0.105195 0.11995000000000001 -0.14920999999999998 -0.010434999999999998
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 14 -2 10 -4 -1 -12 13 -9 -6 -14
right_child=7 -3 9 -5 5 -7 -8 12 -10 -11 11 -13 15 -15 -16 -17
leaf_value=0.0080005517609013383 0.0039421774483164853 0.0021894086319062039 0.0050594215980176091 0.0042983599233374793 0.0073960200238455311 0.0037424502612571726 0.0044580257468581205 0.0032355190816096314 0.0083773806902731601 0.0034675662884314615 0.0058190324917233938 0.0069852457286051729 0.0021068355322069149 0.0018486607872037265 0.0064745438752734233 0.00089947530967148361
leaf_weight=64 63 62 74 52 73 53 65 70 61 75 117 466 66 56 1473 73
leaf_count=64 63 62 74 52 73 53 65 70 61 75 117 466 66 56 1473 73
internal_value=0 0.0062687 0.00636698 0.00649659 0.00654477 0.00634922 0.00643497 0.00238772 0.00700434 0.00425831 0.00687486 0.00675124 0.00201809 0.00261932 0.00651807 0.00147292
internal_weight=0 2635 2573 2424 2372 1664 1611 328 708 149 647 583 265 126 1546 139
internal_count=2963 2635 2573 2424 2372 1664 1611 328 708 149 647 583 265 126 1546 139
is_linear=0
shrinkage=0.00213444


Tree=801
num_leaves=12
num_cat=0
split_feature=39 4 12 10 15 41 43 12 12 16 15
split_gain=12.4141 10.465 6.31912 20.8427 4.87312 4.12681 4.93346 7.42116 5.12134 3.76247 1.59604
threshold=0.10096000000000001 -0.51843499999999987 -0.097314999999999985 -0.089679999999999982 -0.090909999999999977 0.079885000000000025 -0.12788999999999998 0.08598500000000002 -0.088684999999999986 -0.0088649999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -2 6 7 -5 -8 -10 -9
right_child=4 2 3 5 -6 -7 8 10 9 -11 -12
leaf_value=0.0037727134214854447 0.00047738773482249361 0.0028104993079150044 -0.0021488350238041895 0.0039501246516238167 -0.0016908672991585794 0.00021423379074071792 -0.00021682536480416837 0.0023617541685005956 0.00148994341541748 0.0010192500695118593 0.0012189120918012601
leaf_weight=52 77 80 53 52 52 98 66 54 1490 774 115
leaf_count=52 77 80 53 52 52 98 66 54 1490 774 115
internal_value=0 0.0013395 0.001294 0.00124908 -0.000396185 0.00131708 0.00135943 0.00214133 0.00128524 0.00132905 0.00158443
internal_weight=0 2834 2782 2702 129 2649 2551 221 2330 2264 169
internal_count=2963 2834 2782 2702 129 2649 2551 221 2330 2264 169
is_linear=0
shrinkage=0.00547303


Tree=802
num_leaves=13
num_cat=0
split_feature=39 4 40 39 40 150 0 4 15 0 0 148
split_gain=8.58735 7.23828 5.10414 4.65915 7.54511 5.85057 5.70745 4.48374 5.60715 12.4131 4.70523 3.60501
threshold=0.10096000000000001 -0.51843499999999987 -0.061244999999999994 0.087370000000000017 -0.080519999999999994 -0.093064999999999995 -0.084914999999999977 0.31392000000000003 -0.19153499999999998 -0.062109999999999992 -0.20489499999999997 -0.075489999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 -6 -5 10 9 -9 -7 -12
right_child=2 3 -4 6 5 7 -8 8 -10 -11 11 -13
leaf_value=0.0043075328743332432 0.0011496104013621255 -0.00095514923475364987 -0.0018463217528390692 0.0013970551959855103 0.0039025112178036614 0.0032613943027682128 0.0045677671119816075 0.0033355137458253264 -0.0015405758371852792 -0.0013864809697208605 0.0031412451188989839 0.0013959543123003614
leaf_weight=52 60 74 69 69 55 84 60 70 62 57 69 2182
leaf_count=52 60 74 69 69 55 84 60 70 62 57 69 2182
internal_value=0 0.00152941 -0.000452243 0.00147745 0.00140959 0.00147748 0.00287243 0.0014246 0.000311008 0.00121556 0.0015147 0.00144949
internal_weight=0 2834 129 2782 2653 2579 129 2524 189 127 2335 2251
internal_count=2963 2834 129 2782 2653 2579 129 2524 189 127 2335 2251
is_linear=0
shrinkage=0.0075133


Tree=803
num_leaves=14
num_cat=0
split_feature=39 14 0 10 149 43 1 50 1453 52 2 16 1453
split_gain=6.14579 4.82919 12.9842 7.72097 4.36854 4.37692 8.69148 11.5318 5.20841 5.51868 4.32295 4.5905 4.01975
threshold=0.11334500000000002 -0.13131999999999996 -0.076384999999999995 -0.093904999999999988 0.082450000000000009 0.0049250000000000014 0.077375000000000013 0.090350000000000014 -0.077554999999999985 -0.5602649999999999 0.087815000000000018 -0.067654999999999979 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 8 10 -8 -5 -10 -7 -12 -11
right_child=-2 3 -4 4 -6 6 7 -9 9 12 11 -13 -14
leaf_value=0.0036691249622528722 -0.00065614249075311444 -0.0011350951916358344 0.00019266154809719196 0.00235423131427901 -0.00063614676738574054 0.0021622900429890731 -0.001981957330487282 0.00080170005490505828 0.0024499940564542189 -0.00052517892338368468 0.001198517265971986 -0.00033684704940523601 0.00094190128625823801
leaf_weight=59 74 54 60 76 52 66 79 86 66 53 147 85 2006
leaf_count=59 74 54 60 76 52 66 79 86 66 53 147 85 2006
internal_value=0 0.000878729 0.00191676 0.000834115 0.000873288 0.000902772 0.000437652 -0.000530741 0.00100059 0.00095215 0.000974031 0.000635749 0.00090411
internal_weight=0 2889 119 2770 2716 2664 463 165 2201 2125 298 232 2059
internal_count=2963 2889 119 2770 2716 2664 463 165 2201 2125 298 232 2059
is_linear=0
shrinkage=0.00526051


Tree=804
num_leaves=11
num_cat=0
split_feature=0 12 43 13 147 457 2 0 12 0
split_gain=3.90749 15.2033 11.124 7.92044 4.53483 8.36492 7.96335 5.43904 4.40096 0.144895
threshold=0.080385000000000012 -0.14392999999999997 -0.055679999999999993 -0.17030499999999998 0.089430000000000023 0.096725000000000019 -0.046074999999999991 -0.18713499999999997 1.0000000180025095e-35 -0.12368999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 9 5 6 -5 -8 -9 -3
right_child=2 3 -4 4 -6 -7 7 8 -10 -11
leaf_value=0.0030979249389974845 -0.0018342718814044882 -0.00095820080227602934 0.0010493220630039561 0.0023506092057944427 -0.00037686021931421731 0.002830551877898527 0.0019561601781029692 7.2110620116636628e-05 0.00074715726695103303 -0.0005513164825707808
leaf_weight=82 66 53 102 91 100 60 99 341 1915 54
leaf_count=82 66 53 102 91 100 60 99 341 1915 54
internal_value=0 0.000775921 -8.31707e-05 0.000705717 0.00076565 0.000811264 0.000761707 0.000700286 0.000645148 -0.000753403
internal_weight=0 2795 168 2713 2606 2506 2446 2355 2256 107
internal_count=2963 2795 168 2713 2606 2506 2446 2355 2256 107
is_linear=0
shrinkage=0.00547303


Tree=805
num_leaves=20
num_cat=0
split_feature=1 0 160 147 11 13 12 1 1 1 4 4 12 0 13 4 1 0 403
split_gain=11.1802 6.15053 14.2484 10.4366 10.8688 8.14243 4.21008 7.91012 5.09878 5.83295 4.16864 5.93399 11.8031 3.54779 3.48597 3.12126 2.63924 1.36973 1.25406
threshold=0.14367000000000005 -0.069414999999999991 -0.13815999999999998 0.089430000000000023 0.086945000000000008 -0.10142999999999998 -0.088999999999999982 0.11359000000000001 0.10721500000000002 0.098395000000000024 0.094220000000000012 -0.17568999999999999 0.08401500000000002 -0.12368999999999998 0.085955000000000018 0.50541500000000006 0.08864000000000001 -0.11825999999999999 -0.036619999999999993
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 -4 13 8 9 -8 11 14 -13 -1 16 -2 -7 -9 -14
right_child=15 2 5 -5 -6 10 7 17 -10 -11 -12 12 18 -15 -16 -17 -18 -19 -20
leaf_value=0.00082177965454839315 -0.00034018086697166578 -0.0033650469492841201 -0.0021691812792551655 -0.0013978682008335996 0.0042428279968643942 0.0032686094123622663 0.0010403287336396196 -0.00017502989095326184 0.0031662582669471986 -0.0010161806882795607 0.002154899513050658 -0.0029056370467530745 -0.00015149117604923505 0.0032305340227983337 0.00019047162802356897 -0.0027834740378324839 0.0011207127602411518 -0.0017866534450145281 0.0010567215621613553
leaf_weight=52 53 52 52 89 53 58 1715 54 54 72 90 62 65 75 69 52 57 52 127
leaf_count=52 53 52 52 89 53 58 1715 54 54 72 90 62 65 75 69 52 57 52 127
internal_value=0 0.000801316 0.00018508 0.000977031 0.00107644 0.000503498 0.000995488 0.000913954 0.00102226 0.000957428 0.00076686 0.000481473 -0.000219657 0.00224487 0.00144975 -0.00155091 0.00220466 -0.000966351 0.000647298
internal_weight=0 2848 632 2216 2127 580 2074 1947 1841 1787 528 438 254 127 184 105 115 106 192
internal_count=2953 2848 632 2216 2127 580 2074 1947 1841 1787 528 438 254 127 184 105 115 106 192
is_linear=0
shrinkage=0.00707995


Tree=806
num_leaves=24
num_cat=0
split_feature=0 159 155 13 41 1 51 13 12 13 51 0 160 51 42 0 403 13 48 0 12 13 42
split_gain=7.89718 9.95502 11.1878 18.4789 7.28504 7.43479 9.40358 9.20256 15.3456 7.04536 6.41733 6.27145 6.09166 5.33055 5.35327 4.18642 2.28277 1.8518 1.77238 1.43077 1.42358 2.408 1.14257
threshold=1.0000000180025095e-35 0.08512500000000002 0.085010000000000016 -0.0065549999999999992 0.082560000000000008 0.080320000000000016 -0.070054999999999992 -0.094609999999999986 -1.0000000180025095e-35 -0.011514999999999999 0.10675000000000001 -0.11262999999999999 0.085305000000000006 -0.085489999999999997 0.086205000000000018 -0.082784999999999984 0.0055000000000000005 0.0083850000000000018 0.088120000000000018 -0.085674999999999987 0.094435000000000005 -0.087359999999999979 -0.086109999999999978
decision_type=2 2 2 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 11 9 8 -8 -7 12 -1 15 14 19 -9 17 18 -15 -13 21 -18 -19
right_child=1 -3 -4 -5 -6 6 7 10 -10 -11 -12 13 -14 16 -16 -17 20 22 -20 -21 -22 -23 -24
leaf_value=0.0024000939027520644 -6.6730933717561039e-05 0.0014957348641928333 0.00099438743468955931 -0.0044010404226856124 0.0023139910046007981 0.0002625960433117429 0.0015823002880471317 0.00023911133693130739 -0.0025211063257594285 -0.0022397885317641157 0.0023741432733090429 0.003329345639469967 -0.00093667225998766209 0.00068230442741613493 0.00032388368891246913 0.0012968452810118163 0.00055608316433974957 -0.00096145780155670109 -0.00021592546856336574 0.001919965001417479 0.00041914252440802699 0.0022582848562264983 0.00030167552942277044
leaf_weight=99 86 79 70 71 99 80 58 299 95 100 83 54 97 754 65 293 55 52 98 61 61 82 62
leaf_count=99 86 79 70 71 99 80 58 299 95 100 83 54 97 754 65 293 55 52 98 61 61 82 62
internal_value=0 -0.000426064 -0.00109518 -0.00202726 0.000640557 0.000575511 0.000187358 0.000443245 -0.000965128 -0.00112724 0.000722453 0.000872698 0.000523386 0.000760139 0.00176716 0.000762732 0.000604356 0.000478196 0.000578908 0.00258234 0.00121952 0.00157541 -0.000273902
internal_weight=0 306 227 157 2647 2548 1105 925 153 180 772 1443 689 1344 180 592 1164 966 852 115 198 137 114
internal_count=2953 306 227 157 2647 2548 1105 925 153 180 772 1443 689 1344 180 592 1164 966 852 115 198 137 114
is_linear=0
shrinkage=0.00628679


Tree=807
num_leaves=16
num_cat=0
split_feature=50 4 48 376 4 49 48 48 51 51 4 131 133 50 133
split_gain=4.59131 9.72176 5.20432 4.73687 5.46774 3.17087 6.24412 3.75286 3.59068 2.79481 7.59192 2.1926 1.84581 1.71881 0.938245
threshold=1.0000000180025095e-35 -0.50810499999999992 0.099800000000000014 0.084545000000000009 0.51292000000000015 0.12466500000000001 0.10971000000000002 0.10145000000000001 0.095105000000000009 -0.026354999999999996 -0.12685999999999997 0.082750000000000004 -0.0087799999999999979 0.11724000000000001 0.08517000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 5 6 7 8 -3 -2 -11 12 -12 14 -14
right_child=2 3 -4 -5 -6 -7 -8 -9 -10 10 11 -13 13 -15 -16
leaf_value=-0.0023637143141725433 -1.6702413324991068e-05 0.00038433225215161055 -0.00096477054438966453 0.0018405472131947152 -0.0012014479994641935 -0.00071655427055898103 0.0022866218917187439 -0.0012512699790076247 0.0019730963648317301 0.003502789887816249 0.0015399559345881356 0.0020823544117833815 -0.0006160279886701914 0.0012752406997709339 0.00045481296610106267
leaf_weight=56 74 1811 54 93 95 103 77 58 63 61 103 70 53 79 103
leaf_count=56 74 1811 54 93 95 103 77 58 63 61 103 70 53 79 103
internal_value=0 0.000328785 0.000971067 0.000394372 0.0003334 0.000402473 0.000459879 0.000387038 0.00043778 0.00116371 0.00135011 0.00102809 0.000809543 0.000489108 9.0554e-05
internal_weight=0 2356 597 2300 2207 2112 2009 1932 1874 543 469 408 338 235 156
internal_count=2953 2356 597 2300 2207 2112 2009 1932 1874 543 469 408 338 235 156
is_linear=0
shrinkage=0.00654078


Tree=808
num_leaves=14
num_cat=0
split_feature=2 34 2 10 39 40 4 1 1213 13 0 3 475
split_gain=8.14736 4.83992 5.80306 9.32224 4.84572 6.79364 4.69049 4.48133 19.7163 7.52545 6.58503 4.12404 2.56216
threshold=0.17990500000000001 -0.082914999999999989 -0.007134999999999999 0.043560000000000008 0.098380000000000009 -1.0000000180025095e-35 0.00059000000000000014 0.077375000000000013 0.0065300000000000002 -0.088484999999999994 -0.11327499999999999 -0.0013299999999999998 -0.0029899999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 10 9 -9 -7 -8 -12
right_child=-2 2 4 -5 -6 7 11 8 -10 -11 12 -13 -14
leaf_value=0.0016921679527354483 -0.0018553203337187735 -0.0027157299825941142 0.0028389641250869688 0.00074492159133244379 -0.00086414937525224804 0.002404764046018304 -0.00033800507271479046 -0.00093992011401349441 -0.003420251286415103 0.00047833627205153874 0.001079747539887014 0.001963361485884441 0.00037831901042450361
leaf_weight=92 56 53 62 52 100 63 52 150 52 795 207 53 1166
leaf_count=92 56 53 62 52 100 63 52 150 52 795 207 53 1166
internal_value=0 0.000381171 0.00033815 -0.00100129 0.000390263 0.000438533 0.00157184 0.000360718 6.14967e-05 0.000253151 0.000568421 0.000823047 0.000484115
internal_weight=0 2897 2805 105 2700 2600 167 2433 997 945 1436 105 1373
internal_count=2953 2897 2805 105 2700 2600 167 2433 997 945 1436 105 1373
is_linear=0
shrinkage=0.00580803


Tree=809
num_leaves=27
num_cat=0
split_feature=2 2 2 0 2 133 0 0 2 2 0 42 0 0 13 402 13 403 43 43 43 0 2 2 0 43
split_gain=963.533 305.265 219.871 150.614 141.859 51.3697 49.6311 34.0284 29.8922 19.6495 17.644 14.2237 15.1585 27.3784 13.0839 9.4136 8.99921 10.4907 9.0263 8.73834 5.801 5.1834 4.78716 6.99422 4.06949 2.52676
threshold=0.12026500000000001 -1.0000000180025095e-35 0.099845000000000003 -0.13165999999999997 0.14870000000000003 0.087045000000000025 -0.084114999999999981 -0.053169999999999995 0.17990500000000001 0.13554000000000002 -0.14920999999999998 0.089785000000000018 -0.22745499999999999 -0.14920999999999998 0.041960000000000004 0.091090000000000018 -0.086944999999999981 -0.067394999999999983 0.00042000000000000007 0.082870000000000013 -0.028184999999999998 -0.076204999999999981 0.095105000000000009 0.080495000000000011 -0.085349999999999995 -0.077134999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 11 10 6 7 -2 -1 -6 -8 -4 12 -3 -14 19 22 -5 -18 20 -15 -19 -16 23 25 -25 -13
right_child=4 2 3 16 8 -7 9 -9 -10 -11 -12 15 13 14 21 -17 17 18 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=0.0052917247418002977 0.0018405864359298371 0.0058597106838090413 0.0038254650249442759 0.005078823117766672 0.0012159862656872427 0.0018996156198092143 0.0050397711749925285 0.0029707560266170525 -0.0010486158322882803 0.0032928106252880377 0.0021789988373826217 0.0058435199961980157 0.0085538247425043495 0.0071260138970122427 0.006641996663408898 0.0074349037567852175 0.0051654573557274024 0.0061784958998280723 0.0054836489216000478 0.006355765008984853 0.0069752962104125378 0.0057803517117413225 0.0057827843581423049 0.0073152180265677958 0.0065732269652807275 0.0063980628925052645
leaf_weight=85 80 61 87 54 70 66 66 56 56 72 58 64 61 1003 137 55 53 112 57 86 88 52 56 66 102 150
leaf_count=85 80 61 87 54 70 66 66 56 56 72 58 64 61 1003 137 55 53 112 57 86 88 52 56 66 102 150
internal_value=0 0.00627487 0.00650688 0.00515866 0.00216105 0.00358253 0.00328901 0.0043701 0.000209301 0.00412849 0.00316705 0.00686938 0.00698848 0.00703988 0.0069676 0.00653113 0.00595195 0.00610396 0.00629741 0.00706521 0.00652921 0.00640506 0.00641759 0.00651058 0.00686487 0.00623233
internal_weight=0 2609 2402 509 344 207 218 141 126 138 145 1893 1400 1339 1278 493 364 310 257 1089 200 189 438 382 168 214
internal_count=2953 2609 2402 509 344 207 218 141 126 138 145 1893 1400 1339 1278 493 364 310 257 1089 200 189 438 382 168 214
is_linear=0
shrinkage=0.00231039


Tree=810
num_leaves=15
num_cat=0
split_feature=47 48 151 10 10 42 42 4 150 4 4 48 15 4
split_gain=7.441 5.56656 5.47368 5.66488 6.28549 4.82171 7.52466 6.86349 4.77578 6.61592 7.53992 5.66926 3.20368 1.10861
threshold=0.11069000000000002 0.12036500000000001 -0.14525499999999997 -0.00189 -0.16262499999999996 0.10732000000000001 0.10077000000000001 -0.049279999999999997 0.12068000000000002 0.24099500000000004 0.42642000000000008 0.097690000000000013 -0.069034999999999985 -0.07879499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 -1 4 -4 6 8 13 9 11 -11 -5 -2 -7
right_child=1 -3 3 5 -6 7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.0020480306939755764 0.0010945478236018573 -0.0023569037813792209 0.0010718907297888177 0.00059691725147723712 -0.0017113957519465772 -0.00011874734283658277 0.0028444382799984822 -0.0018011054869488204 0.0023013330780906759 -0.0017114066462142674 0.00063420370103881268 0.0020704428415389388 -0.0010973550266163575 0.0010389594621381167
leaf_weight=100 58 61 52 1858 93 59 64 81 67 107 119 114 52 80
leaf_count=100 58 61 52 1858 93 59 64 81 67 107 119 114 52 80
internal_value=0 -0.000803215 0.000574622 0.000519904 -0.00071278 0.000590053 0.00067578 -0.000317177 0.000614472 0.000563021 -0.000476026 0.000682136 5.77532e-05 0.000547066
internal_weight=0 171 2794 2694 145 2549 2329 220 2265 2198 226 1972 110 139
internal_count=2965 171 2794 2694 145 2549 2329 220 2265 2198 226 1972 110 139
is_linear=0
shrinkage=0.00641253


Tree=811
num_leaves=13
num_cat=0
split_feature=47 12 49 150 3 40 123 15 16 2 3 47
split_gain=5.14759 5.08282 6.80387 5.70045 4.87352 4.72004 6.92278 6.70133 19.8802 7.02522 4.3073 1.08493
threshold=0.11069000000000002 0.13936000000000001 -0.087529999999999983 0.083205000000000015 -0.039864999999999991 0.0045850000000000005 0.091810000000000017 -0.2987999999999999 -0.4136149999999999 0.13084500000000002 0.11391500000000002 0.12070500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 11 6 7 8 -4 10 -9 -2
right_child=4 -3 5 -5 -6 -7 -8 9 -10 -11 -12 -13
leaf_value=0.00043304198963759112 -0.00040299045546730373 -0.0012288910065598143 0.0013085269204722054 0.0025840805315931479 -0.0017909378774669151 -0.0010909748914465591 0.002207994930896762 0.00044933976656583684 -0.002952268837264552 0.0024828295961503181 -0.00097566457113545414 0.00075982132417104129
leaf_weight=74 52 59 71 87 67 68 69 2170 71 54 71 52
leaf_count=74 52 59 71 87 67 68 69 2170 71 54 71 52
internal_value=0 0.000424389 0.000460077 0.00159578 -0.000593203 0.000389016 0.0004292 0.000378811 -0.000821443 0.000453101 0.000404165 0.000177831
internal_weight=0 2794 2735 161 171 2574 2506 2437 142 2295 2241 104
internal_count=2965 2794 2735 161 171 2574 2506 2437 142 2295 2241 104
is_linear=0
shrinkage=0.00569414


Tree=812
num_leaves=14
num_cat=0
split_feature=48 0 160 16 0 132 132 43 448 123 39 1 52
split_gain=4.82197 11.6985 9.12654 6.47501 6.3409 4.7884 6.3177 6.15297 4.53224 3.72221 3.90408 4.30162 2.58805
threshold=0.093225000000000016 -0.061674999999999994 -0.54243999999999992 -0.17773999999999998 -0.10594499999999998 0.10779000000000001 0.092880000000000004 -0.063379999999999978 -0.075979999999999978 0.091810000000000017 0.10616500000000001 0.12988000000000002 -0.015824999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 6 8 -7 -4 10 11 -10 -6
right_child=1 -3 5 4 12 7 -8 -9 9 -11 -12 -13 -14
leaf_value=0.0027833033609595409 -0.0017475865156162983 -0.0027975292022159389 0.002074913662555228 0.0027157558373896774 -0.00096451516620669065 0.00019632320902821621 -0.0019724478082428893 0.0034774775664206162 0.00028867491405205051 0.0018751553827554338 0.0019945727834087888 -0.0014497257780673118 0.00095114957320074944
leaf_weight=76 56 74 71 60 62 54 54 52 2139 70 60 68 69
leaf_count=76 56 74 71 60 62 54 54 52 2139 70 60 68 69
internal_value=0 -0.00042401 0.000459111 0.00028679 0.000883637 0.000390298 0.000329289 0.00180663 0.000380936 0.00032944 0.00028168 0.00023508 4.39445e-05
internal_weight=0 321 2644 247 191 2568 2462 106 2408 2337 2267 2207 131
internal_count=2965 321 2644 247 191 2568 2462 106 2408 2337 2267 2207 131
is_linear=0
shrinkage=0.00680503


Tree=813
num_leaves=23
num_cat=0
split_feature=1 3 123 3 3 15 12 3 1 15 3 12 3 1 157 3 12 0 12 40 0 15
split_gain=952.964 163.454 102.337 67.084 46.9205 43.9617 29.9052 27.6119 25.4086 16.3746 30.0648 33.2676 27.2067 16.2183 14.2868 12.9462 12.5545 12.0089 11.5825 8.50451 4.7475 4.47039
threshold=0.10575500000000002 -0.049204999999999992 1.0000000180025095e-35 0.3148450000000001 0.10402500000000002 -0.21242999999999998 0.11755500000000001 0.085880000000000012 0.13074500000000003 0.039965000000000007 -0.11749 0.086115000000000011 -0.14186499999999996 0.117245 -0.0015699999999999998 0.143375 0.087065000000000017 -0.13955999999999996 0.090285000000000018 -0.079369999999999982 -0.087359999999999979 0.091435000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 7 6 -2 9 8 19 10 11 -1 -11 -7 16 -9 -12 -16 20 -3 -14 -20
right_child=1 3 -4 -5 -6 13 -8 15 -10 12 14 -13 18 -15 17 -17 -18 -19 21 -21 -22 -23
leaf_value=0.0030060457221172507 0.0021369859990475332 0.0014598410158095957 0.003171489008714703 -0.00017407810091475329 0.0035893612914669514 0.0048411825682008478 0.0040313075116177556 0.0033030093751537856 0.00047241500585886185 0.0068867501672738038 0.0060437175480593337 0.0051014559278661055 0.0061358565281500951 0.0035148890758021751 0.0042990048361243056 0.0019725307524715904 0.0052162581628715215 0.0052787216976302627 0.0055898336119815078 0.0026201412297265987 0.005626129768599014 0.0051166224969944399
leaf_weight=52 56 54 102 83 67 96 71 69 74 68 205 92 101 70 61 60 133 562 126 57 409 297
leaf_count=52 56 54 102 83 67 96 71 69 74 68 205 92 101 70 61 60 133 562 126 57 409 297
internal_value=0 0.00230299 0.005222 0.00149878 0.00531519 0.00374104 0.0053683 0.00194104 0.00142261 0.00541336 0.00523743 0.00434494 0.00560755 0.00428204 0.00537115 0.00268436 0.00571819 0.00518283 0.00551429 0.00205587 0.00572712 0.00525763
internal_weight=0 619 2346 397 2244 222 2177 314 185 2106 1105 144 1001 166 961 129 338 623 933 111 510 423
internal_count=2965 619 2346 397 2244 222 2177 314 185 2106 1105 144 1001 166 961 129 338 623 933 111 510 423
is_linear=0
shrinkage=0.00209259


Tree=814
num_leaves=28
num_cat=0
split_feature=1 2 123 4 14 2 4 52 2 14 1 51 1 16 13 2 51 2 13 13 16 13 13 133 16 13 49
split_gain=672.38 136.3 71.6083 70.3777 45.0534 39.9468 32.7817 31.906 30.9219 24.6076 15.9143 15.5796 13.9129 13.2337 11.7019 11.2072 9.84409 21.8758 10.212 4.61248 4.41297 6.27856 4.12951 3.91749 2.4596 1.91277 2.6447
threshold=0.10575500000000002 0.12026500000000001 1.0000000180025095e-35 0.27420500000000009 0.073890000000000011 0.16423500000000002 0.054720000000000012 -0.40891499999999997 1.0000000180025095e-35 -1.0000000180025095e-35 0.12000500000000001 0.078960000000000016 0.083670000000000008 -0.083269999999999997 -0.019539999999999998 0.086865000000000012 -0.097124999999999989 0.097005000000000022 -1.0000000180025095e-35 -0.023739999999999997 -0.04040499999999999 -1.0000000180025095e-35 0.0040450000000000009 0.097995000000000013 -0.096149999999999985 -0.087669999999999984 0.096375000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 6 9 11 -2 14 -3 -5 13 23 22 -9 -13 18 -18 -15 -11 21 -17 24 25 -1 -8 -27
right_child=1 5 -4 10 -6 -7 12 8 -10 19 -12 15 -14 16 -16 20 17 -19 -20 -21 -22 -23 -24 -25 -26 26 -28
leaf_value=0.0069791668194269674 0.0062354752655518018 0.0035735194524011463 0.0040324079831762435 0.0035892249056894204 0.0074414167403889517 0.00056537319767271769 0.0052422808635868854 0.0056043219842495523 0.0029840802577722945 0.0014139702166197487 0.0020133250358112965 0.0045556390180701246 0.0041744993726122301 0.005801363114707493 0.0042689469197637704 0.0058858576264915682 0.0060077200611101216 0.0051615457802487762 0.0068691344421244116 0.0023379322925266509 0.0062381480911863603 0.004907104989834008 0.0058516504605680246 0.0049280802854657565 0.0064416036755193494 0.0061296533008088853 0.0054173931924472963
leaf_weight=52 58 69 102 60 94 71 52 66 57 54 67 54 57 76 64 80 913 181 107 53 55 55 52 61 250 52 53
leaf_count=52 58 69 102 60 94 71 52 66 57 54 67 54 57 76 64 80 913 181 107 53 55 55 52 61 250 52 53
internal_value=0 0.00325087 0.00585289 0.00410003 0.00593563 0.00197186 0.00586978 0.00479559 0.00434887 0.00253912 0.00275803 0.00597488 0.00515315 0.0060533 0.00494709 0.00545055 0.00594774 0.00586774 0.00642582 0.00187186 0.00570476 0.00548728 0.00643404 0.00540893 0.00653424 0.0055956 0.00577036
internal_weight=0 619 2346 372 2244 247 2150 245 187 176 127 1875 275 1631 130 244 1277 1094 183 107 190 135 354 218 302 157 105
internal_count=2965 619 2346 372 2244 247 2150 245 187 176 127 1875 275 1631 130 244 1277 1094 183 107 190 135 354 218 302 157 105
is_linear=0
shrinkage=0.00222067


Tree=815
num_leaves=23
num_cat=0
split_feature=9 15 15 9 2 51 13 47 12 12 2 12 13 15 47 1446 1 157 157 47 2 15
split_gain=11.7873 7.4797 8.87264 6.5879 5.77681 7.08506 7.76555 5.4995 9.4336 6.67306 19.1624 7.18965 4.39459 3.99519 3.70817 3.55965 3.95149 3.46424 2.21619 1.92737 1.1704 0.82538
threshold=0.092645000000000019 -0.26361999999999991 -0.46483499999999994 -0.01257 0.098655000000000007 -0.093449999999999991 -0.094609999999999986 0.080860000000000015 0.084845000000000018 0.083885000000000015 0.076510000000000009 0.082165000000000016 -0.079199999999999979 -0.072289999999999979 0.090515000000000026 0.082445000000000004 0.099440000000000014 -0.06482499999999998 0.10381000000000003 0.118245 0.11719 -0.0065999999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 -3 7 18 13 9 -9 10 -5 -12 -8 -7 -10 16 -11 -14 -6 -16 -1 -17
right_child=-2 3 -4 4 5 6 12 8 14 15 11 -13 17 -15 19 21 -18 -19 -20 -21 -22 -23
leaf_value=0.00027158269663045474 -0.0023424938627957317 0.0033882206227510672 -0.0018814255871075452 -0.0035964863062923572 0.0024254125693995193 -0.0026190303557909419 0.0021725888808720828 0.0039854111292816994 0.0028131054285718202 0.00099263752270314681 0.0016049938083211746 -0.00079933521636670036 -0.0011735683161928684 -0.00012871840392052937 0.00023271369098990785 0.0015885617657927173 0.0029115849768628589 0.00051572853861067626 0.00066915982183157264 0.0018212760283270904 0.0017173161311849583 0.0026881991914233993
leaf_weight=52 53 52 95 54 90 64 62 80 53 1142 183 84 68 56 111 53 52 324 53 52 52 80
leaf_count=52 53 52 95 54 90 64 62 80 53 1142 183 84 68 56 111 53 52 324 53 52 52 80
internal_value=0 0.000895439 -0.000377726 0.000988853 0.000941938 0.000419694 8.19206e-05 0.00113452 0.00198879 0.000981037 0.000100356 0.000848304 0.000488973 -0.00145749 0.00124897 0.00119402 0.00107627 0.000222502 0.001775 0.00073994 0.000995148 0.00225054
internal_weight=0 2912 199 2713 2661 717 574 1944 296 1648 321 267 454 120 216 1327 1194 392 143 163 104 133
internal_count=2965 2912 199 2713 2661 717 574 1944 296 1648 321 267 454 120 216 1327 1194 392 143 163 104 133
is_linear=0
shrinkage=0.00680503


Tree=816
num_leaves=26
num_cat=0
split_feature=1 3 2 2 11 2 2 2 16 1 3 151 15 1 2 3 3 3 16 1 49 2 13 13 16
split_gain=658.255 76.2588 52.2161 35.0525 35.8559 32.9179 27.5996 26.9039 18.5493 40.1768 41.8652 15.4817 12.4114 8.09111 7.54087 6.65536 7.39362 7.69313 6.72298 6.08246 5.48701 3.32142 2.59523 2.24814 1.82541
threshold=0.10910500000000002 -0.049204999999999992 0.10060500000000001 -0.007134999999999999 1.0000000180025095e-35 0.11426500000000002 0.14808000000000002 -1.0000000180025095e-35 0.39813000000000004 0.081315000000000012 -0.0005399999999999999 0.025200000000000004 -0.075094999999999981 0.11883500000000001 0.11621000000000002 -0.081084999999999977 0.057935000000000007 0.093925000000000022 0.062910000000000008 0.087915000000000007 -0.014479999999999998 0.11732500000000001 0.06301000000000001 -0.068759999999999988 -0.064909999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 11 13 7 -3 9 14 -11 15 21 -2 23 20 18 -18 -17 -10 -5 -9 -22 -4 -25
right_child=1 6 8 4 -6 -7 -8 12 19 10 -12 -13 -14 -15 -16 16 17 -19 -20 -21 22 -23 -24 24 -26
leaf_value=0.0043626202512197822 0.0052737762303370055 0.0016175564408481505 0.0055939607691677011 0.0051263819095603786 0.0069239723081177323 0.0028713446013836326 0.0013282625851062154 0.0031118058481907516 0.0050866936273993571 0.0021472012465204192 0.0048315847254935627 0.0045590833179555024 0.0038000288496668005 0.0041200872193412072 0.004404742386801299 0.0054649928117547824 0.0065377208137673551 0.0054387841175264429 0.0046585207818406523 0.0059553616448647147 0.0058530573820563788 0.0024217672225224731 0.0055067198967714039 0.0053732025053784185 0.0048025240188933485
leaf_weight=97 60 80 66 58 100 70 93 53 88 54 52 62 71 52 61 545 58 59 52 64 768 81 116 52 53
leaf_count=97 60 80 66 58 100 70 93 53 88 54 52 62 71 52 61 545 58 59 52 64 768 81 116 52 53
internal_value=0 0.00288509 0.00545464 0.00561381 0.00568055 0.00402039 0.0023384 0.00266794 0.00483256 0.00455366 0.00346428 0.00560816 0.00307774 0.00473834 0.00505129 0.00564742 0.00549133 0.00598375 0.00539479 0.0054526 0.00576571 0.00269486 0.00580764 0.0052818 0.00508536
internal_weight=0 560 2405 1915 1818 182 378 285 490 338 106 1718 205 112 232 1656 714 117 597 152 942 134 884 171 105
internal_count=2965 560 2405 1915 1818 182 378 285 490 338 106 1718 205 112 232 1656 714 117 597 152 942 134 884 171 105
is_linear=0
shrinkage=0.00213444


Tree=817
num_leaves=22
num_cat=0
split_feature=3 4 52 43 1 3 3 2 4 49 2 1 3 4 12 12 12 12 2 4 1
split_gain=10.8245 5.05742 10.3438 7.43219 5.57438 11.0839 7.53304 6.28101 11.738 9.40681 7.40192 4.74544 9.4342 3.745 10.933 4.25484 3.81865 3.15902 2.41834 2.14728 1.89759
threshold=0.3148450000000001 -0.15615999999999999 0.023800000000000005 -0.033049999999999989 0.10075500000000003 0.093925000000000022 -0.0031199999999999995 1.0000000180025095e-35 0.062600000000000017 -0.068409999999999985 -1.0000000180025095e-35 0.12200500000000002 0.0025650000000000004 0.0049450000000000006 -0.0066799999999999993 0.083335000000000006 0.083885000000000015 0.093985000000000013 0.11203000000000002 -0.4950449999999999 0.11680000000000001
decision_type=2 2 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 10 9 -9 -6 12 -10 14 -3 -15 -16 -12 -17 -5 -19
right_child=-2 4 -4 19 7 -7 -8 8 11 -11 17 -13 -14 15 16 18 -18 20 -20 -21 -22
leaf_value=-0.00076536149889713638 -0.00091722926449708101 0.0031018985835756787 0.0029970327003480297 0.0018731689804605651 -0.00025271220017676301 -0.0014617680956387437 0.0022339155748882606 -9.7337389218973437e-05 -0.0015056284318037936 -0.0030801060355569228 0.0024818728334120195 0.0012910030072218746 0.00128027470827617 -0.0009682219300870303 1.1669924535323612e-05 0.00026750848608981728 0.00088885633953531928 0.00032339852016272113 0.0013265050352021341 0.00062284621180056258 0.0016452213859404986
leaf_weight=54 100 53 72 88 98 52 93 52 64 52 52 92 56 54 134 194 1370 53 73 55 54
leaf_count=54 100 53 72 88 98 52 93 52 64 52 52 92 56 54 134 194 1370 53 73 55 54
internal_value=0 0.000741679 0.00138887 0.000800842 0.000674597 0.000796859 0.000856474 0.000242852 -0.000225062 -0.00158923 0.000818391 0.000443903 -0.000205099 0.000788234 0.000888763 0.00030046 0.000810738 0.0014789 0.000557245 0.00139265 0.000990981
internal_weight=0 2865 269 197 2596 2023 1971 573 316 104 257 212 120 1878 1557 321 1504 159 267 143 107
internal_count=2965 2865 269 197 2596 2023 1971 573 316 104 257 212 120 1878 1557 321 1504 159 267 143 107
is_linear=0
shrinkage=0.00495709


Tree=818
num_leaves=11
num_cat=0
split_feature=3 151 48 52 3 3 447 15 42 3
split_gain=7.4884 4.19625 5.20717 4.25746 6.83049 4.78265 5.72927 5.27427 7.72595 4.15879
threshold=0.3148450000000001 -0.40941499999999992 0.13730000000000001 0.51371000000000011 -0.074959999999999985 0.11500500000000001 0.088810000000000014 -0.40166999999999992 0.098205000000000015 -0.0048549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 8 -3 -9
right_child=-2 2 -4 4 -6 -7 -8 9 -10 -11
leaf_value=0.0028378021972329322 -0.00115625478699686 -0.001771715875408617 -0.0013969260563472443 0.0011866177146369632 -0.0024599128030225654 0.0025952492769306611 -0.0014404883638152455 0.00097207142948142408 0.0018303368093898363 0.0020536533449769224
leaf_weight=64 100 89 55 64 53 102 56 2106 54 222
leaf_count=64 100 89 55 64 53 102 56 2106 54 222
internal_value=0 0.000934986 0.00089148 0.000937344 -0.000464544 0.000999763 0.000935331 0.000989206 -0.000410939 0.00107525
internal_weight=0 2865 2801 2746 117 2629 2527 2471 143 2328
internal_count=2965 2865 2801 2746 117 2629 2527 2471 143 2328
is_linear=0
shrinkage=0.0075133


Tree=819
num_leaves=25
num_cat=0
split_feature=2 2 2 0 2 16 0 0 2 0 41 16 43 16 0 0 51 52 0 2 0 16 16 52
split_gain=539.499 206.043 115.144 85.7935 74.6507 70.316 53.1194 47.1048 24.3489 15.906 15.1706 11.572 10.9379 10.5374 9.48096 28.2334 9.96398 9.37996 9.35389 7.84922 6.38488 4.6301 3.24835 3.055
threshold=0.12026500000000001 -1.0000000180025095e-35 0.099845000000000003 -0.12368999999999998 0.17990500000000001 -0.059289999999999995 -0.082234999999999989 -0.067969999999999989 0.13554000000000002 -0.18713499999999997 0.075585000000000013 0.5455350000000001 -0.073404999999999984 -0.24404999999999996 -0.10726999999999999 -0.14259999999999998 -0.24397999999999997 -0.018094999999999997 -0.22984499999999997 0.091235000000000024 -0.051824999999999989 -1.0000000180025095e-35 -0.073554999999999995 -0.08799499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 10 9 6 -1 13 -7 -8 -4 14 12 21 -2 15 18 -16 -14 -3 20 -18 -5 -19 -21
right_child=4 2 3 11 -6 7 8 -9 -10 -11 -12 -13 17 -15 16 -17 19 22 -20 23 -22 -23 -24 -25
leaf_value=0.0019458404018233629 0.0023536441339796952 0.0051544053586183155 0.0040623250499918296 0.005930848842422615 0.0002737055720440571 0.0059580025962857738 0.0046275008857382021 0.0030534886887268638 0.002962489439026425 0.0025878675360503744 0.0066465812412471277 0.0059183700131480842 0.0038273849658615714 0.00099729877121624731 0.0048640056535170749 0.0040711888673394684 0.0058273429786050348 0.0053424069191132153 0.0063469303910123126 0.0058602260302015596 0.006602637905301586 0.0050402620284217495 0.0046226383715970458 0.0053371562574084539
leaf_weight=102 57 55 57 55 63 52 71 54 101 89 84 73 52 52 58 65 1225 53 73 71 53 57 70 223
leaf_count=102 57 55 57 55 63 52 71 54 101 89 84 73 52 52 58 65 1225 53 73 71 53 57 70 223
internal_value=0 0.00531604 0.00549528 0.00457179 0.00241604 0.00323667 0.00289627 0.00447856 0.00364993 0.00316367 0.0057403 0.00514279 0.00494544 0.00170679 0.00569853 0.00524089 0.0057527 0.00460459 0.0058347 0.00578547 0.00585951 0.00547781 0.00493297 0.00546356
internal_weight=0 2621 2413 506 344 208 281 106 172 146 1907 360 287 109 1823 193 1630 175 128 1572 1278 112 123 294
internal_count=2965 2621 2413 506 344 208 281 106 172 146 1907 360 287 109 1823 193 1630 175 128 1572 1278 112 123 294
is_linear=0
shrinkage=0.00217713


Tree=820
num_leaves=16
num_cat=0
split_feature=41 4 13 3 124 475 52 52 0 41 2 1 0 1 15
split_gain=6.24119 6.84037 7.43848 7.53659 6.17196 4.74966 4.39132 9.47797 5.8135 4.50524 4.79575 5.40744 4.8543 2.48886 0.622904
threshold=0.093830000000000011 0.27258000000000004 1.0000000180025095e-35 -0.0096849999999999974 -1.0000000180025095e-35 0.068270000000000011 0.31393500000000002 0.4107300000000001 -0.086954999999999991 0.075585000000000013 -0.0098549999999999974 0.12829500000000002 -0.13619499999999998 0.12000500000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 6 9 -8 -9 10 -1 12 -12 -6 -10
right_child=-2 2 -4 4 13 -7 7 8 14 -11 11 -13 -14 -15 -16
leaf_value=-0.00074214819427104487 0.0029952691674149661 0.0019936255227443189 -0.0021522639240565723 0.001348225741197509 -0.00026510589845748524 0.0027556762888690154 -0.0024347073077553741 -0.0011182947206154045 0.0018919765430346458 0.002692122392466907 -1.4979381491722957e-05 0.0026107709683357129 0.0010173893268448039 -0.002219639294388673 0.0010029489493550477
leaf_weight=72 57 84 61 57 53 59 52 53 66 63 218 83 1825 59 70
leaf_count=72 57 84 61 57 53 59 52 53 66 63 218 83 1825 59 70
internal_value=0 0.000809091 -0.00010186 0.00039223 -0.000403316 0.000920808 0.000877512 3.78948e-05 0.000718557 0.000966976 0.000917498 0.000973737 0.000907195 -0.00129535 0.0014349
internal_weight=0 2875 314 253 169 2561 2502 241 189 2261 2198 2126 2043 112 136
internal_count=2932 2875 314 253 169 2561 2502 241 189 2261 2198 2126 2043 112 136
is_linear=0
shrinkage=0.00654078


Tree=821
num_leaves=15
num_cat=0
split_feature=51 43 16 10 12 11 3 1 15 3 39 12 15 43
split_gain=4.72096 5.07257 19.2736 8.7694 7.61381 6.31046 6.84582 10.5922 5.72109 4.27556 3.45709 3.34896 3.95974 2.85059
threshold=-0.22508999999999998 -0.17773999999999998 -1.0000000180025095e-35 -0.089679999999999982 -0.11319999999999998 0.088160000000000002 -0.10859999999999999 0.083065000000000014 -0.091934999999999989 0.094635000000000011 0.085565000000000016 0.094115000000000018 -0.065419999999999992 -0.49922499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 13 -3 -5 6 7 -6 9 -8 -10 -1 -13 -2
right_child=1 3 -4 4 5 -7 8 -9 10 -11 -12 12 -14 -15
leaf_value=0.002381328910297235 0.0018379567891946239 -0.0014773013057838367 -0.0032493036974354083 0.0026607618612393812 0.00091707051312999463 0.0023884692701689604 -0.00011575319991481033 -0.0018848544513648099 0.00077390107469513226 0.0012601329349927793 0.0022520305777623774 0.0018931141740596506 -0.00025775814629315291 9.023840992893006e-05
leaf_weight=79 54 63 53 61 86 64 413 89 1648 89 53 57 54 69
leaf_count=79 54 63 53 61 86 64 413 89 1648 89 53 57 54 69
internal_value=0 0.000556438 -0.000378497 0.000620588 0.000673416 0.000623748 0.000576228 -0.000507561 0.000662348 0.000128058 0.000819993 0.00148481 0.000846196 0.000858024
internal_weight=0 2742 176 2566 2503 2442 2378 175 2203 502 1701 190 111 123
internal_count=2932 2742 176 2566 2503 2442 2378 175 2203 502 1701 190 111 123
is_linear=0
shrinkage=0.00569414


Tree=822
num_leaves=12
num_cat=0
split_feature=0 43 41 9 10 15 447 2 39 0 2
split_gain=4.45535 17.8891 8.66895 8.29688 10.7691 5.05853 5.27635 4.91558 4.68697 4.39783 3.84614
threshold=0.035525000000000008 -0.055679999999999993 0.085175000000000015 0.083710000000000021 -0.07371999999999998 -0.42443999999999993 0.085990000000000011 0.10556500000000001 0.088655000000000012 -0.10934999999999999 0.12414000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 10 8 -3 9 -7 -6
right_child=1 7 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=0.0029561428604393909 -0.002288974149862435 0.0017020354845345435 0.0022220741377407724 -0.0013875634902118803 -0.0016030543956507448 -8.286356700888499e-05 0.0018958429720399761 -0.00018200884830818417 0.0017155990693865581 0.0005540226299710322 0.000394626203192787
leaf_weight=52 80 85 86 66 57 376 80 75 87 1834 54
leaf_count=52 80 85 86 66 57 376 80 75 87 1834 54
internal_value=0 -0.000217065 0.000545741 0.000490399 0.000539219 0.000488681 0.000540977 0.000818532 0.000493765 0.00044564 -0.000630694
internal_weight=0 240 2692 2606 2540 2488 2377 160 2297 2210 111
internal_count=2932 240 2692 2606 2540 2488 2377 160 2297 2210 111
is_linear=0
shrinkage=0.00536572


Tree=823
num_leaves=22
num_cat=0
split_feature=121 2 15 3 2 3 160 3 1 42 475 160 2 2 132 15 1 15 403 1213 128
split_gain=5.64743 6.87878 4.33176 10.2452 9.19032 6.37497 15.3941 5.06906 4.08599 3.69769 5.26183 4.61928 3.22269 1.97586 1.77841 1.60702 1.38795 1.32272 1.20819 1.78079 0.895797
threshold=-0.070209999999999981 0.16730000000000003 0.084630000000000025 -0.12077499999999998 0.14290000000000003 -0.10859999999999999 -0.020569999999999995 -0.051469999999999995 0.10678000000000001 -1.0000000180025095e-35 -0.086279999999999982 -0.44494499999999998 0.084275000000000003 0.090755000000000016 -0.032284999999999987 0.094410000000000008 0.093170000000000017 0.11357500000000002 0.10323500000000001 0.11864000000000001 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 -2 13 16 12 -11 -12 20 18 -14 -15 -8 -17 19 -5 -7
right_child=1 -3 3 7 -6 9 8 -9 -10 10 11 -13 14 15 -16 17 -18 -19 -20 -21 -22
leaf_value=0.0025983814761321705 -0.0035395016369917983 -0.0018151409662686443 0.0035183599674018162 0.0007220987785907237 0.0030851777170685223 0.0024589733943964662 0.00014662893031993192 0.0024702927504019925 0.0017929488242406351 0.0016811742280058524 0.0020117970438228387 -6.8403011306568334e-06 0.0015013376152461411 -0.0010395840211771725 0.00021033283287091631 0.00094429550917304731 -0.0012205483434122757 -0.00032572065772274789 2.6207866942455685e-05 0.0019810945564174638 0.0012796097030249752
leaf_weight=56 65 58 61 474 52 62 85 66 53 101 53 1050 65 52 177 75 54 71 92 56 54
leaf_count=56 65 58 61 474 52 62 85 66 53 101 53 1050 65 52 177 75 54 71 92 56 54
internal_value=0 0.000458891 0.00050572 0.00087343 0.000319567 0.000240467 -0.000733137 0.000691249 0.000216563 0.000400703 0.000223623 9.00922e-05 0.000996047 0.000547971 0.000557385 -3.21332e-05 -0.000383992 0.000326197 0.000732749 0.000855259 0.00191057
internal_weight=0 2876 2818 947 1871 1819 257 886 192 1562 1204 1103 358 820 242 198 139 146 622 530 116
internal_count=2932 2876 2818 947 1871 1819 257 886 192 1562 1204 1103 358 820 242 198 139 146 622 530 116
is_linear=0
shrinkage=0.0066716


Tree=824
num_leaves=14
num_cat=0
split_feature=44 474 475 1 1213 51 51 52 156 50 50 1456 12
split_gain=5.101 3.66084 3.88567 3.64005 10.1607 6.11728 8.40489 8.09169 4.57407 4.41327 2.95232 1.5919 1.86774
threshold=1.0000000180025095e-35 -0.097439999999999985 0.063540000000000013 0.077375000000000013 1.0000000180025095e-35 -0.39981499999999998 -0.091149999999999981 -0.22118499999999996 0.090560000000000015 0.08568000000000002 0.12170000000000002 0.08814000000000001 0.11005500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 -5 7 -7 10 -8 11 12 -3
right_child=-2 2 -4 4 -6 6 9 -9 -10 -11 -12 -13 -14
leaf_value=0.0018937942991272367 0.0024381430097802402 0.00065467663739954079 0.0020410438177131058 0.0023621391445306753 -0.0027582584539229305 0.00041743121854234113 1.5026207339928094e-06 -0.0029391812266315429 -0.0010401290823565785 0.00095256792104223649 -0.00089176321793960588 -0.0003068908889077041 0.0016876176196959024
leaf_weight=66 52 1196 56 52 53 53 766 73 76 287 54 68 80
leaf_count=66 52 1196 56 52 53 53 766 73 76 287 54 68 80
internal_value=0 0.000370869 0.000335125 0.000300462 4.58061e-05 0.00016659 6.96959e-05 -0.00152672 0.000522245 0.000260786 0.000607231 0.00066751 0.000719493
internal_weight=0 2880 2814 2758 1284 1231 1179 126 1474 1053 1398 1344 1276
internal_count=2932 2880 2814 2758 1284 1231 1179 126 1474 1053 1398 1344 1276
is_linear=0
shrinkage=0.00654078


Tree=825
num_leaves=30
num_cat=0
split_feature=1 3 2 2 1 3 39 1 2 151 1 52 11 1429 52 1 2 3 52 2 1 16 52 50 16 2 3 2 50
split_gain=563.829 92.1549 71.3593 60.6716 36.4523 28.2886 24.3902 20.058 21.4626 15.654 17.7874 11.785 15.2931 11.9108 11.0847 11.7621 10.5362 9.18982 8.32476 8.28697 5.82819 5.12519 4.33269 3.78806 7.79581 3.73234 2.53432 1.75292 1.01889
threshold=0.10921500000000002 -0.063264999999999988 0.11504500000000002 0.091290000000000024 0.15028500000000003 -0.063889999999999988 0.089030000000000012 0.090195000000000011 -0.0098549999999999974 -0.048789999999999993 0.077690000000000023 0.24392500000000003 1.0000000180025095e-35 0.084710000000000021 0.047345000000000005 0.088470000000000007 0.13775000000000001 -0.10175499999999998 -0.081164999999999987 0.085325000000000012 0.13601500000000002 0.46043000000000006 -0.034409999999999989 0.08956500000000002 -0.021919999999999999 0.10928500000000001 -0.079724999999999976 0.088185000000000013 0.099470000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 6 9 16 11 -9 -5 17 12 13 19 15 -7 25 -11 -17 22 -8 26 -1 24 -10 -3 -19 -21 -25
right_child=1 4 -4 5 -6 14 20 8 23 10 -12 -13 -14 -15 -16 18 -18 21 -20 27 -22 -23 -24 28 -26 -27 -28 -29 -30
leaf_value=0.0055681367551864893 0.0054599831095138761 0.0038137265435422242 0.0023674874880778738 0.0040631129341026796 0.00059451026005746897 0.004605251584194627 0.0021572021699968161 0.003966340299174506 0.0046116902754737201 0.0042313933618438916 0.0062488662164900712 0.0047679966917419754 0.0069737231449197466 0.00491042965855811 0.0049799766723262976 0.0041483646683188316 0.00216735940038694 0.0055885354486622085 0.0028447008796120507 0.0057717358206764357 0.0011806728372525869 0.0045788731512630626 0.0061841734678550909 0.0060216850116593919 0.0056806242369664122 0.0030560458875420761 0.0051851983238369792 0.0054904445294680299 0.0055734340657554267
leaf_weight=73 103 59 65 58 62 98 83 64 65 53 93 55 63 75 97 52 54 150 53 319 54 52 400 52 84 86 195 197 63
leaf_count=73 103 59 65 58 62 98 83 64 65 53 93 55 63 75 97 52 54 150 53 319 54 52 400 52 84 86 195 197 63
internal_value=0 0.00282857 0.00426363 0.00539103 0.00222275 0.00491636 0.00252313 0.00567425 0.00516808 0.0052058 0.00532781 0.00581469 0.00586575 0.00580012 0.00433644 0.00402881 0.00303978 0.00513741 0.00349056 0.00586756 0.00177247 0.0052583 0.00608915 0.00545932 0.00521448 0.00336451 0.00536063 0.00566439 0.00577634
internal_weight=0 566 168 2411 398 901 336 1510 328 601 543 1182 1127 1064 300 203 199 450 105 989 137 397 473 264 149 145 345 516 115
internal_count=2977 566 168 2411 398 901 336 1510 328 601 543 1182 1127 1064 300 203 199 450 105 989 137 397 473 264 149 145 345 516 115
is_linear=0
shrinkage=0.00231039


Tree=826
num_leaves=18
num_cat=0
split_feature=2 156 14 0 1 2 151 51 39 10 0 1428 12 0 51 1 15
split_gain=7.95532 6.24638 6.10708 10.9192 7.43201 9.83847 10.516 6.70845 5.5662 5.50695 5.90048 5.24215 5.13183 5.30181 4.46076 2.89378 2.43579
threshold=0.11891500000000001 0.10203000000000002 -0.13131999999999996 -0.12259499999999998 0.087055000000000007 0.096780000000000019 -0.0017399999999999998 0.093070000000000014 0.096625000000000016 -0.07564499999999999 0.12469500000000001 1.0000000180025095e-35 -0.081654999999999991 -0.095909999999999981 0.12478000000000002 0.078320000000000015 -0.063834999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 -1 4 15 -6 -7 8 9 -5 11 -11 -2 -14 -9 -4 -15
right_child=1 -3 3 7 5 6 -8 14 -10 10 -12 -13 13 16 -16 -17 -18
leaf_value=0.0022245356024577861 0.00051180261293375486 0.0014211732450607694 -0.00035868736905446126 0.0025960179683668992 -0.0032381881631970847 0.0013686006511871723 -0.0020988864083610064 -0.0013144424923296181 -0.0011941064830801652 0.00067821189652539002 0.002361754191993868 -0.00098763550536613105 -0.0024355214580765662 -0.001218272165486279 0.00051686412542047697 0.0014229830212413033 0.00024994871780871449
leaf_weight=67 82 53 63 52 61 59 59 99 52 1824 68 66 76 85 82 60 69
leaf_count=67 82 53 63 52 61 59 59 99 52 1824 68 66 76 85 82 60 69
internal_value=0 -0.000421897 0.000493429 0.000447831 -0.000588857 -0.00134423 -0.000364617 0.000587439 0.000681558 0.000730114 0.000680528 0.000620007 -0.000735181 -0.00118003 -0.000484447 0.000509916 -0.00056003
internal_weight=0 365 2612 2545 302 179 118 2243 2062 2010 1958 1890 312 230 181 123 154
internal_count=2977 365 2612 2545 302 179 118 2243 2062 2010 1958 1890 312 230 181 123 154
is_linear=0
shrinkage=0.00580803


Tree=827
num_leaves=36
num_cat=0
split_feature=2 12 2 2 2 15 2 0 15 12 15 0 0 2 0 43 12 2 0 15 2 160 43 15 0 2 51 12 43 133 15 2 402 2 15
split_gain=647.205 314.453 96.8382 83.7588 61.0647 38.1877 34.6418 31.3884 32.7176 30.8955 29.838 36.5182 12.875 12.1903 13.5616 11.656 15.6096 8.39119 9.9214 7.80552 11.96 7.78633 6.85623 5.29637 5.2608 5.10593 3.42295 3.40931 2.95285 2.94885 4.22055 3.55282 2.06747 1.79736 1.53661
threshold=0.12026500000000001 0.023990000000000004 0.072175000000000017 0.10859000000000001 0.14870000000000003 -1.0000000180025095e-35 0.092250000000000013 -0.084114999999999981 -0.11277999999999998 0.099680000000000005 -0.15973499999999999 -0.068189999999999987 -0.14680499999999999 0.091290000000000024 0.032970000000000006 -0.031974999999999996 0.091545000000000015 0.087815000000000018 -0.098749999999999991 0.083185000000000023 0.086400000000000018 -0.021044999999999998 -0.0011349999999999999 -0.076929999999999985 -0.14259999999999998 0.10334500000000001 -0.085594999999999991 0.094045000000000004 -0.08595499999999999 0.089725000000000013 -0.050529999999999999 0.097845000000000015 0.089940000000000006 0.094985000000000014 0.10028500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 5 7 6 -4 -2 -9 13 -1 -12 -8 15 22 16 26 18 -17 20 -11 -18 29 -6 -5 -22 -3 -23 -28 31 -31 -15 -20 -7 -21
right_child=4 9 3 24 23 33 12 8 -10 19 11 -13 -14 14 -16 17 21 -19 32 34 25 27 -24 -25 -26 -27 28 -29 -30 30 -32 -33 -34 -35 -36
leaf_value=0.0015559350156508808 0.0017084995849676462 0.0067043559726311635 0.0059495225153706364 0.002468329078268122 0.0012648458787831256 0.0067672772075269049 0.003047245030449959 0.0021117831291603364 0.0044207211647737596 0.0042058764739996892 0.0048521910937457937 0.0022534625250313555 0.0046676113968520914 0.0056325130076885005 0.0065962289189102326 0.0074740992567044508 0.0046216672100160084 0.0057470025031822235 0.0063136621981882855 0.0060110617396766063 0.0058435137283092157 0.0060223473884883326 0.0050133212025365373 0.00030998679455258144 0.003468939405270099 0.0048903850444976171 0.006311657548001645 0.0052742943582978277 0.0059340660642163787 0.0050436594113710083 0.0059049699000246697 0.0063918128438132859 0.0066771220588609124 0.0061498084108549253 0.0054773931648896103
leaf_weight=77 78 57 70 54 75 52 53 53 86 70 52 65 52 77 77 52 52 90 340 55 66 72 101 53 59 56 200 61 258 63 60 59 115 52 65
leaf_count=77 78 57 70 54 75 52 53 53 86 70 52 65 52 77 77 52 52 90 340 55 66 72 101 53 59 56 200 61 258 63 60 59 115 52 65
internal_value=0 0.00550111 0.00400879 0.00466959 0.00213554 0.00534937 0.00468992 0.00288211 0.00354051 0.00592851 0.00267343 0.00340866 0.00384995 0.00604904 0.00571453 0.00616172 0.00595894 0.00639945 0.00651522 0.0052586 0.00496872 0.00538225 0.00552587 0.000869667 0.00299099 0.00540621 0.00616605 0.00567944 0.00609901 0.00572565 0.00546401 0.0059621 0.00640558 0.00645878 0.0057222
internal_weight=0 2632 586 392 345 279 175 217 139 2046 194 117 105 1734 437 1297 700 597 507 312 192 185 360 128 113 122 515 133 458 259 123 136 455 104 120
internal_count=2977 2632 586 392 345 279 175 217 139 2046 194 117 105 1734 437 1297 700 597 507 312 192 185 360 128 113 122 515 133 458 259 123 136 455 104 120
is_linear=0
shrinkage=0.00231039


Tree=828
num_leaves=15
num_cat=0
split_feature=1 33 13 13 147 52 52 52 41 151 130 42 42 403
split_gain=7.67642 9.34301 7.31261 12.1705 4.50643 3.88695 5.35073 3.49329 3.29307 3.99215 3.57339 3.57773 3.03952 2.9181
threshold=0.11883500000000001 1.0000000180025095e-35 -0.10939499999999998 -0.48634999999999995 0.090425000000000019 0.11262000000000001 -0.065394999999999995 0.52055000000000007 0.081500000000000017 0.067425000000000013 -0.050984999999999996 0.11929000000000002 0.092860000000000012 -0.079419999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 7 6 -4 8 9 10 13 -12 -8 -1
right_child=2 -3 5 -5 -6 -7 12 -9 -10 -11 11 -13 -14 -15
leaf_value=0.00040893126286239826 0.00041761805660578828 0.0029619379584757124 -0.0004684746051388143 -0.0033526235897083736 -0.001043614995285716 -0.0010818837910323963 0.0022761053353399568 0.0019615090810212437 -0.00049212616592626661 0.0017947198146487885 0.00054864885916398247 -0.00081799140687320495 0.00041448150200455513 0.0021168496789008397
leaf_weight=53 55 54 82 56 55 54 63 60 91 89 2065 64 52 84
leaf_count=53 55 54 82 56 55 54 63 60 91 89 2065 64 52 84
internal_value=0 0.000617744 -0.000266868 -0.00148394 0.000568292 0.000271117 0.000642298 0.000603693 0.000570362 0.000611443 0.000564942 0.000507538 0.00143486 0.00145657
internal_weight=0 2615 362 111 2561 251 197 2506 2446 2355 2266 2129 115 137
internal_count=2977 2615 362 111 2561 251 197 2506 2446 2355 2266 2129 115 137
is_linear=0
shrinkage=0.00569414


Tree=829
num_leaves=29
num_cat=0
split_feature=1 3 3 1 0 16 4 12 4 3 1 11 12 4 52 13 1 12 1 49 3 0 0 15 133 13 483 13
split_gain=1070.57 223.669 69.9455 58.3776 56.8959 55.9613 52.7326 41.4125 35.2857 33.2447 24.247 34.521 32.6297 17.1062 17.0334 16.8031 15.4351 13.2267 11.6636 10.0622 9.48612 8.67406 8.02683 5.17559 4.76057 4.19556 4.10269 1.78946
threshold=0.10455000000000002 -0.063264999999999988 0.10402500000000002 0.13654500000000003 0.048825000000000007 0.15273500000000004 0.41377500000000006 -1.0000000180025095e-35 0.046185000000000004 0.11745500000000002 0.089875000000000024 1.0000000180025095e-35 0.087035000000000015 0.40052000000000004 1.0000000180025095e-35 -0.011809999999999999 0.117245 0.090335000000000013 0.083670000000000008 0.09778000000000002 -0.11017499999999998 -0.082054999999999975 -0.061204999999999989 -0.46188999999999997 0.081310000000000007 -0.077614999999999976 0.040760000000000005 -0.051009999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 7 8 -6 16 15 10 -9 11 17 -12 -5 18 21 20 26 19 -10 -2 -3 -19 -15 -16 -14 -1 -27
right_child=1 3 -4 13 5 -7 -8 9 14 -11 12 -13 25 23 24 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 27 -28 -29
leaf_value=0.0056098138028066024 0.005541271549076251 0.0011653967192584258 0.0030450714114125081 0.0013257900664446799 0.0024285663376649642 0.0052315548160272868 0.0021746817531583767 0.0040639326811608301 0.0051168486788755975 0.0019452934225333463 0.0037657406525508043 0.0067940725587829487 0.0056203728740729011 0.00035131651172848837 0.0056445465060534208 0.00029484175455709471 0.003634935791424669 0.0052316049809736538 0.0034003048241157828 0.0039386075105925147 0.004326293559249063 0.0022912214246559566 0.0043779917684279692 -0.0005639139068440741 0.0048284282968717182 0.0047748272630014259 0.0052116184771917083 0.0052556816902244166
leaf_weight=847 52 62 65 53 60 60 58 52 65 78 83 82 89 52 58 53 64 391 52 58 57 54 53 52 64 60 127 76
leaf_count=847 52 62 65 53 60 60 58 52 65 78 83 82 89 52 58 53 64 391 52 58 57 54 53 52 64 60 127 76
internal_value=0 0.00222356 0.00514364 0.00139032 0.00520493 0.00383024 0.0038683 0.00192225 0.00528329 0.00279292 0.00539102 0.00549879 0.00486609 0.000377145 0.00462741 0.00125237 0.00443598 0.00542387 0.00421654 0.00456143 0.00490612 0.00168968 0.00512976 -0.000106088 0.0052166 0.0052719 0.00555792 0.0050437
internal_weight=0 687 2290 456 2225 120 231 299 2105 130 1808 1500 308 157 297 169 173 1418 175 123 109 116 444 104 122 225 974 136
internal_count=2977 687 2290 456 2225 120 231 299 2105 130 1808 1500 308 157 297 169 173 1418 175 123 109 116 444 104 122 225 974 136
is_linear=0
shrinkage=0.00205156


Tree=830
num_leaves=15
num_cat=0
split_feature=10 0 129 0 16 13 52 16 2 40 4 13 0 0
split_gain=8.54348 7.78406 4.85547 3.98599 7.95397 11.4815 6.21893 5.86325 4.0006 6.85693 5.76542 5.0418 4.91125 1.74278
threshold=-1.0000000180025095e-35 -0.080064999999999983 -0.048309999999999992 -0.037444999999999992 0.25032500000000008 -0.0039049999999999992 -0.40492999999999996 0.026395000000000005 0.13554000000000002 -0.082294999999999993 -0.10701499999999999 -0.18997999999999995 -0.10998999999999999 -0.074504999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 8 5 -5 -6 -7 9 -4 -11 -12 -13 -10
right_child=2 -3 3 4 6 7 -8 -9 13 10 11 12 -14 -15
leaf_value=0.0010611510640240634 -0.0011047448352372231 -0.0018802628586686741 0.0032888639441836483 0.00065184398113619848 0.0015641371257371953 0.0024556263076901987 -0.00140382487836021 0.0056012049176255106 -0.0012136964742109229 -0.000829079903988096 0.0030611206353230291 0.00013193673753313803 0.001054118565453836 0.00050732297234371492
leaf_weight=73 52 97 57 81 88 55 52 55 56 86 52 315 1778 53
leaf_count=73 52 97 57 81 88 55 52 55 56 86 52 315 1778 53
internal_value=0 -0.000616758 0.000954482 0.000993761 0.001694 0.00259723 0.000461232 0.00402908 0.000897035 0.000957723 0.000898132 0.000967416 0.000915363 -0.000376204
internal_weight=0 170 2780 2728 331 191 140 110 2397 2288 2231 2145 2093 109
internal_count=2950 170 2780 2728 331 191 140 110 2397 2288 2231 2145 2093 109
is_linear=0
shrinkage=0.00680503


Tree=831
num_leaves=26
num_cat=0
split_feature=1 1 52 12 2 2 14 160 1 49 12 4 0 52 4 52 47 47 13 124 160 3 12 3 3
split_gain=640.876 153.97 114.201 62.6824 62.5686 47.6971 38.2273 25.6913 23.299 35.1192 22.5578 14.9288 13.6988 12.7597 9.25877 8.58378 7.89462 8.44235 7.60721 7.51332 7.4083 6.58988 6.34089 4.12446 3.61044
threshold=0.10123500000000001 0.15190500000000004 -0.42198999999999992 -1.0000000180025095e-35 0.10488500000000002 0.11183000000000003 0.064610000000000015 -0.0071899999999999993 0.089245000000000005 -0.020454999999999997 -0.082654999999999992 0.032770000000000001 -0.046614999999999997 0.0030150000000000008 0.19778000000000004 0.40342500000000009 0.077065000000000008 0.095010000000000011 -0.085349999999999995 -0.082654999999999992 -0.076219999999999996 -0.073309999999999986 0.097060000000000021 -0.07792499999999998 -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
left_child=5 2 -2 10 14 6 8 -6 11 -10 19 15 21 -13 -5 16 22 -18 -9 -4 -11 -7 -1 24 -22
right_child=1 -3 3 4 7 12 -8 18 9 20 -12 13 -14 -15 -16 -17 17 -19 -20 -21 23 -23 -24 -25 -26
leaf_value=0.0056646436483345462 0.0055684685866339307 -0.00011155226457235 0.0031490906041354498 0.0050267129805492148 0.0040105063507207429 0.0052408206990335179 0.0068344000498947663 0.0018146589065952854 0.0035230812501258891 0.0046045597944667773 0.0011312368411743013 0.004352806934236713 0.0035152689930040438 0.0055484996068706632 0.0039352935317108336 0.0050041553957933041 0.0067537225348090315 0.0056299341778425155 0.0027886052345097718 0.0022318399083215987 0.0055325936208705084 0.0043600238216233954 0.0051610041168886431 0.0057499468447920477 0.0047918014424750081
leaf_weight=1083 95 58 69 100 64 69 91 56 62 59 61 80 52 77 52 93 58 60 95 91 60 82 123 103 57
leaf_count=1083 95 58 69 100 64 69 91 56 62 59 61 80 52 77 52 93 58 60 95 91 60 82 123 103 57
internal_value=0 0.0031614 0.00343937 0.00309535 0.00362563 0.00541041 0.00550828 0.00289886 0.00544525 0.00494875 0.00221464 0.0055528 0.00444324 0.00493937 0.00465348 0.00562075 0.00566404 0.00618249 0.00242755 0.00262754 0.00526548 0.00476266 0.0056133 0.00544263 0.00517189
internal_weight=0 741 683 588 367 2209 2006 215 1915 341 221 1574 203 157 152 1417 1324 118 151 160 279 151 1206 220 117
internal_count=2950 741 683 588 367 2209 2006 215 1915 341 221 1574 203 157 152 1417 1324 118 151 160 279 151 1206 220 117
is_linear=0
shrinkage=0.00209259


Tree=832
num_leaves=12
num_cat=0
split_feature=1 480 1446 0 40 31 4 1 4 150 4
split_gain=7.73206 3.7148 4.51281 5.4558 3.53895 4.31666 4.56224 5.27612 4.88843 6.9528 4.18589
threshold=0.15190500000000004 -0.069294999999999982 0.088200000000000014 -0.082914999999999975 0.0045850000000000005 -0.019129999999999998 0.42642000000000008 0.12257000000000003 0.27258000000000004 0.10373000000000002 -0.42305999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 8 -8 10 -10 -7
right_child=-2 2 3 -5 -6 6 7 -9 9 -11 -12
leaf_value=0.0024288733462487209 -0.0014399871970838668 -0.00069170786547594282 0.00089522295651562982 -0.0019015008262131411 -0.00049431916287842723 0.0020554349498206914 0.0038830896808897835 0.0011044468592449602 -0.0017008470462730565 0.0014969226447356077 0.00099477022614765536
leaf_weight=73 58 61 70 52 67 172 52 67 66 52 2160
leaf_count=73 58 61 70 52 67 172 52 67 66 52 2160
internal_value=0 0.000971529 0.000933766 -0.000296251 0.000989432 0.00102726 0.0010681 0.00231923 0.0010073 -0.000291069 0.00107303
internal_weight=0 2892 2819 122 2697 2630 2569 119 2450 118 2332
internal_count=2950 2892 2819 122 2697 2630 2569 119 2450 118 2332
is_linear=0
shrinkage=0.00654078


Tree=833
num_leaves=10
num_cat=0
split_feature=106 2 39 482 483 480 1446 0 13
split_gain=4.94747 4.36533 3.88817 3.32561 3.71108 3.50817 4.50886 6.10387 4.24875
threshold=0.085650000000000018 0.25063000000000007 0.10189000000000001 -1.0000000180025095e-35 -0.095084999999999989 -0.069294999999999982 0.088200000000000014 -0.085674999999999987 -0.15325499999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 8 -8 -7
right_child=-2 -3 -4 4 5 6 7 -9 -10
leaf_value=-0.00058854810144567948 -0.00093455142036268036 -0.00082170790379772305 -0.00033237734427560576 0.0019411503657880671 0.0019942361114534323 -0.00016777420198730661 0.00095296373414695409 -0.001588895828495943 0.00079471652040149089
leaf_weight=54 57 56 103 74 61 140 52 57 2296
leaf_count=54 57 56 103 74 61 140 52 57 2296
internal_value=0 0.00066136 0.000690655 0.000729217 0.000755791 0.000722109 0.000691595 -0.00037574 0.000739377
internal_weight=0 2893 2837 2734 2680 2606 2545 109 2436
internal_count=2950 2893 2837 2734 2680 2606 2545 109 2436
is_linear=0
shrinkage=0.00536572


Tree=834
num_leaves=30
num_cat=0
split_feature=1 52 52 1 2 1 3 3 50 16 2 0 4 1 13 13 51 16 41 3 0 4 15 4 3 483 16 3 50
split_gain=426.072 106.558 58.3166 40.3257 32.0172 24.3536 23.1595 24.1571 19.7998 25.9607 19.2404 18.2264 21.9532 59.5862 17.8228 17.3884 10.1802 14.2599 11.2687 9.51989 5.95806 5.71523 7.34929 5.54719 4.47956 4.41647 3.49485 3.1984 2.1628
threshold=0.10398500000000001 -0.41694999999999993 0.12484500000000003 0.15190500000000004 0.093320000000000014 0.089625000000000024 -0.049204999999999992 0.090170000000000014 0.08956500000000002 -0.053299999999999993 0.10523 0.13304000000000002 -0.17568999999999999 0.084815000000000015 -0.27740999999999993 -0.010129999999999998 0.086950000000000013 -0.096149999999999985 0.076195000000000013 -0.115685 -0.07847999999999998 0.018150000000000003 -0.08237499999999999 0.18095500000000003 -0.073444999999999983 0.087755000000000014 -0.06859999999999998 -0.0063699999999999989 0.10874500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 16 10 15 9 -7 -3 12 -6 21 -9 -8 18 -18 19 -1 -11 22 -14 24 -23 27 -24 -21 -10
right_child=1 2 -4 -5 11 8 7 14 28 20 -12 -13 13 -15 -16 -17 17 -19 -20 25 -22 23 26 -25 -26 -27 -28 -29 -30
leaf_value=0.0050919619394638087 0.0062523386440393285 0.004815238279020086 0.0048802769237756786 0.00062594116133274358 0.0067295187010441527 0.0032913048697311266 0.0024757042702371838 0.0023881546698746358 0.0063774018742482844 0.0058913050253682573 0.002873133498986363 0.003838998715017989 0.0065942816026306507 0.0031847654709941334 0.0041378238471380399 0.00066240769370323966 0.0064256290836216387 0.0046698284701634698 0.0072756320891659209 0.0061777504717500905 0.0047470834720934633 0.0054324519403270112 0.0060893598401321174 0.0058499030216887429 0.0045183367085676485 0.0055518312516199386 0.0053864306447922753 0.0067445525320858467 0.0056900004786563305
leaf_weight=56 77 67 96 54 73 55 102 73 70 70 66 52 61 79 79 52 52 72 58 905 52 68 66 68 73 70 159 71 54
leaf_count=56 77 67 96 54 73 55 102 73 70 70 66 52 61 79 79 52 52 72 58 905 52 68 66 68 73 70 159 71 54
internal_value=0 0.00343002 0.00306101 0.0027067 0.00574888 0.00594958 0.00296258 0.00257605 0.00529584 0.00474755 0.00385169 0.00529374 0.00541062 0.00524284 0.0032977 0.0018636 0.00610282 0.00540635 0.00617724 0.00611941 0.00540383 0.00557125 0.00580645 0.00524925 0.00495938 0.00617439 0.00559274 0.00621901 0.00607827
internal_weight=0 666 589 493 2284 1585 439 306 301 177 133 699 647 574 152 154 1284 124 1160 1102 122 495 286 209 141 1046 225 976 124
internal_count=2950 666 589 493 2284 1585 439 306 301 177 133 699 647 574 152 154 1284 124 1160 1102 122 495 286 209 141 1046 225 976 124
is_linear=0
shrinkage=0.00255085


Tree=835
num_leaves=28
num_cat=0
split_feature=1 52 1 12 39 2 1 2 12 2 457 1 12 52 48 2 131 43 159 52 1 12 132 131 2 1 2
split_gain=987.051 199.306 116.038 120.766 103.035 41.2715 39.1345 37.2212 45.3585 26.1686 27.1678 19.4048 16.6704 15.4394 24.2002 9.05434 8.97406 11.7472 8.01344 7.93388 12.3063 7.86429 5.94286 4.63468 5.88551 4.13511 1.02141
threshold=0.10404000000000001 -0.41694999999999993 0.13074500000000003 0.088365000000000013 0.0047850000000000011 0.089945000000000011 0.088035000000000016 0.16993500000000003 -1.0000000180025095e-35 0.12623500000000001 0.067035000000000011 0.11561500000000001 0.091290000000000024 -0.068039999999999975 0.089640000000000011 0.086825000000000013 0.08956500000000002 -0.03898999999999999 -0.41538999999999998 -0.54752499999999993 0.089370000000000019 1.0000000180025095e-35 0.03056 0.088565000000000019 0.085730000000000015 0.087840000000000015 0.113445
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 13 5 12 -6 8 -4 10 18 -5 21 -3 26 16 17 -14 -7 -20 -21 -1 23 24 -23 -25 -15
right_child=1 2 7 11 6 9 -8 -9 -10 -11 -12 -13 15 14 -16 -17 -18 -19 19 20 -22 22 -24 25 -26 -27 -28
leaf_value=0.0061487792832981983 0.006668350453431897 0.002190557653298817 0.0013958155242849504 0.0063299664687327725 0.0055758949650673989 0.007015296089760834 0.0032947180707182137 0.00026769817219320959 0.0036331208875058588 0.0045882995491021749 0.004753977025062907 0.004634584784290908 0.0049526150514701576 0.0035716585745900081 0.002074629521681459 0.0068259130089548658 0.0065854280507539366 0.0061504658087705574 0.0069242798038163262 0.0061818512684178734 0.005124929906116708 0.0069754979876107022 0.0073794660969239683 0.006750191033609511 0.0066028065177401686 0.0059360740460801713 0.0039739137580693251
leaf_weight=93 72 91 102 56 68 52 64 54 65 53 60 63 61 52 52 68 67 88 55 569 53 401 70 55 353 56 64
leaf_count=93 72 91 102 56 68 52 64 54 65 53 60 63 61 52 52 68 67 88 55 569 53 401 70 55 353 56 64
internal_value=0 0.0033786 0.00298313 0.00368743 0.00626524 0.00637524 0.00447004 0.0017784 0.00226676 0.00601337 0.00610907 0.0054326 0.00660746 0.0028855 0.0032618 0.00615776 0.00594731 0.00566022 0.00622057 0.00615949 0.00609183 0.00673167 0.00678962 0.00674186 0.00680104 0.00633967 0.00379379
internal_weight=0 671 599 378 2286 2154 132 221 167 842 789 119 1312 259 168 284 216 149 729 677 622 1028 935 865 754 111 116
internal_count=2957 671 599 378 2286 2154 132 221 167 842 789 119 1312 259 168 284 216 149 729 677 622 1028 935 865 754 111 116
is_linear=0
shrinkage=0.00209259


Tree=836
num_leaves=19
num_cat=0
split_feature=12 16 42 156 15 16 52 43 403 15 15 16 16 12 479 43 148 151
split_gain=7.81347 9.75361 11.1683 9.26322 9.58291 10.3707 9.03368 4.26347 4.10936 4.35994 4.06337 6.19765 3.42603 3.73437 3.61731 3.57427 3.02792 2.07057
threshold=0.056995000000000011 -0.14463999999999996 1.0000000180025095e-35 0.094600000000000017 -0.023589999999999996 -0.082119999999999985 -0.087094999999999992 -0.067269999999999983 -0.5492149999999999 -0.19153499999999998 -0.47129499999999996 -0.47730499999999992 -0.50720999999999983 0.082595000000000016 0.088585000000000011 -0.46052499999999996 -0.065869999999999984 -0.030624999999999996
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 -3 -6 -7 -2 -10 -1 17 -11 -14 15 -15 -17 -12
right_child=8 2 -4 -5 6 7 -8 -9 9 12 11 -13 13 14 -16 16 -18 -19
leaf_value=0.00024153277854548611 0.0027472865254230781 -0.0019623370321827324 0.001909172682578145 0.0016277854290405408 -0.00044545550430962968 -0.000216610949041545 -0.0035448551539247939 0.001587065671944732 0.0024199899711313611 -0.00033154739381157278 0.00031788425665125943 0.0033259909744768452 0.0026460941876554397 -0.00027600286557959402 -0.00025299076714440288 0.0025445153427502416 0.0011344093495441595 0.0018851286137668984
leaf_weight=68 55 67 91 69 64 85 63 92 86 56 58 66 53 59 66 53 1750 56
leaf_count=68 55 67 91 69 64 85 63 92 86 56 58 66 53 59 66 53 1750 56
internal_value=0 0.000501164 5.69009e-05 -0.000326042 -0.000689589 -1.58954e-05 -0.00198344 0.000720543 0.00117909 0.00113843 0.00145214 0.00190913 0.00108429 0.00112435 0.00108249 0.00112986 0.00117589 0.0010883
internal_weight=0 779 531 440 371 244 127 177 2178 2123 248 180 2037 1981 1928 1862 1803 114
internal_count=2957 779 531 440 371 244 127 177 2178 2123 248 180 2037 1981 1928 1862 1803 114
is_linear=0
shrinkage=0.00580803


Tree=837
num_leaves=33
num_cat=0
split_feature=1 3 3 1 52 1 12 0 39 1 12 1 15 1 15 1 0 13 15 13 3 3 155 15 15 15 15 0 3 0 151 3
split_gain=1176.72 239.122 95.0122 68.6571 60.5729 37.2589 32.3745 31.5927 25.9174 24.2852 20.3798 29.4907 19.4675 17.9444 24.1219 13.7365 11.2718 10.3985 9.66396 18.0474 7.47162 7.31481 7.06295 8.04238 16.7915 8.66831 5.85055 5.73197 5.3679 5.24818 4.35874 3.61819
threshold=0.10500500000000001 -0.055994999999999996 -0.066789999999999974 0.13612500000000002 -0.22711499999999998 0.092395000000000019 -1.0000000180025095e-35 -0.14164999999999997 0.087880000000000014 0.121715 0.090285000000000018 0.090195000000000011 -0.2987999999999999 1.0000000180025095e-35 -0.086819999999999994 0.086115000000000011 -0.10228499999999999 -0.059629999999999996 0.039965000000000007 -0.0031649999999999998 -0.094654999999999975 -0.10859999999999999 0.10480500000000002 -0.033234999999999994 -0.076929999999999985 0.097415000000000015 0.087885000000000019 -0.082234999999999989 -0.077754999999999977 -0.081994999999999985 -0.030624999999999996 -0.079224999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 8 -2 13 -7 -1 16 21 11 18 -5 14 -4 -15 30 -16 19 29 -20 -6 23 24 31 27 -22 -25 -27 -9 -3 -12
right_child=1 3 5 12 9 6 -8 10 -10 -11 22 -13 -14 15 17 -17 -18 -19 20 -21 26 -23 -24 25 -26 28 -28 -29 -30 -31 -32 -33
leaf_value=0.017225247879109933 0.016010275460823932 0.012217061196051067 0.016069479184265108 0.010177143394857001 0.013805386759490178 0.013163589638089239 0.015099500599603691 0.01605180274050122 0.011703764899753411 0.012708957514887228 0.016052039563698047 0.014779370339019826 0.011636610781891618 0.016744978092510555 0.015292084269404288 0.015362042289431005 0.01373153889699065 0.014184802200559763 0.01711090420767478 0.014904996425897573 0.016505793281741683 0.014862365850993748 0.016403193680611116 0.016565529598283973 0.014514931978595942 0.014871086487305974 0.016036189197777669 0.015850079220396999 0.015665612828899014 0.016690552580318069 0.012971539775601365 0.015406251063329345
leaf_weight=79 67 56 60 81 52 68 67 373 102 55 66 60 64 52 52 62 52 94 53 52 266 52 52 54 69 52 177 265 99 60 68 76
leaf_count=79 67 56 60 81 52 68 67 373 102 55 66 60 64 52 52 62 52 94 53 52 266 52 52 54 69 52 177 265 99 60 68 76
internal_value=0 0.0127977 0.0158034 0.0119226 0.0144357 0.0149952 0.0141245 0.0160018 0.0124968 0.0137721 0.0159473 0.0161254 0.0108215 0.0153625 0.0150135 0.015993 0.0129563 0.0145793 0.0162077 0.016008 0.016403 0.0143341 0.0156943 0.0156402 0.015317 0.0157852 0.0163182 0.0159713 0.0153921 0.0161404 0.012631 0.0157066
internal_weight=0 649 2308 423 226 455 135 1853 278 159 1774 1041 145 320 206 114 176 146 981 485 496 104 733 681 211 470 443 319 151 433 124 142
internal_count=2957 649 2308 423 226 455 135 1853 278 159 1774 1041 145 320 206 114 176 146 981 485 496 104 733 681 211 470 443 319 151 433 124 142
is_linear=0
shrinkage=0.00197189


Tree=838
num_leaves=18
num_cat=0
split_feature=96 474 402 402 16 4 43 457 160 41 160 4 42 42 43 49 133
split_gain=7.31785 4.22842 4.39421 6.82047 4.3275 11.3076 7.13677 6.18292 5.89994 5.52214 3.8298 5.61605 8.69958 2.82662 2.55231 0.877425 0.555178
threshold=0.085480000000000014 -0.095399999999999985 0.095250000000000015 0.10389500000000002 -0.11807499999999999 0.50779500000000011 -0.46052499999999996 0.10412500000000001 -0.010749999999999997 0.075585000000000013 0.085065000000000016 0.40441500000000002 0.084360000000000004 0.083595000000000017 -0.0054649999999999985 -0.013329999999999998 -0.015324999999999997
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 8 6 -6 9 13 -8 11 12 -10 -3 16 -13 -5
right_child=-2 2 3 14 5 -7 7 -9 10 -11 -12 15 -14 -15 -16 -17 -18
leaf_value=0.0033277380195175688 -0.00063102403480171652 0.0042193636607689364 0.0044094068531139573 0.0028034319705593112 -0.00051670900131878098 -0.0013573885335226204 0.0015809608014927447 -0.00034197384281396231 -0.00072779565503104985 0.0032161157317533665 0.0029505107008595617 0.0028327394622877943 0.002451713215281699 0.0024701707348424007 0.00078116274082893017 0.0018227256816631969 0.0019301627348815437
leaf_weight=58 53 55 53 61 63 53 1862 61 88 82 69 52 52 98 55 90 52
leaf_count=58 53 55 53 61 63 53 1862 61 88 82 69 52 52 98 55 90 52
internal_value=0 0.00167914 0.00164551 0.00248071 0.00157517 0.00145308 0.00152514 0.00158933 0.00208885 0.00164997 0.00164817 0.00132928 0.000452695 0.0030994 0.00187187 0.00219305 0.00240216
internal_weight=0 2904 2846 221 2625 2121 2068 2005 504 1944 351 282 140 153 168 142 113
internal_count=2957 2904 2846 221 2625 2121 2068 2005 504 1944 351 282 140 153 168 142 113
is_linear=0
shrinkage=0.00616352


Tree=839
num_leaves=13
num_cat=0
split_feature=3 2 3 403 14 12 43 3 147 41 3 4
split_gain=9.24405 6.37518 4.32822 3.71117 3.51674 5.06957 6.46446 16.8973 8.79856 4.64166 3.69046 5.66564
threshold=0.28833000000000003 -0.080104999999999996 0.41720500000000005 -0.5492149999999999 -0.13131999999999996 1.0000000180025095e-35 -0.095049999999999982 -0.018854999999999997 0.088815000000000019 0.081500000000000017 -0.15870999999999996 -0.10701499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 6 -6 -8 -9 10 -7 -12
right_child=2 3 -4 4 5 9 7 8 -10 -11 11 -13
leaf_value=0.0032643456341409807 -0.0013537789639800591 0.0032734937057603821 0.001179787058655485 0.0027874814454494027 0.0026988321127974172 0.0029835331073704056 -0.0030792989913184686 0.001416674352167629 -0.0015896056779127231 -0.00037704819553623152 -0.00018051456962766974 0.0016576805570577464
leaf_weight=101 74 55 54 93 74 91 53 338 52 54 81 1837
leaf_count=101 74 55 54 93 74 91 53 338 52 54 81 1837
internal_value=0 0.00158483 -0.000284363 0.00152262 0.00148657 0.00143965 0.000836779 0.000525572 0.00101565 0.0015907 0.00164362 0.00158001
internal_weight=0 2829 128 2728 2673 2580 517 443 390 2063 2009 1918
internal_count=2957 2829 128 2728 2673 2580 517 443 390 2063 2009 1918
is_linear=0
shrinkage=0.00680503


Tree=840
num_leaves=12
num_cat=0
split_feature=10 123 13 13 14 4 16 49 4 0 123
split_gain=8.66397 7.02612 7.46876 7.02471 5.61567 12.1844 4.57172 4.29252 8.696 5.77649 2.25048
threshold=0.057650000000000007 1.0000000180025095e-35 0.26746000000000009 -0.007069999999999999 -0.10523499999999998 0.41377500000000006 -0.50790499999999994 -0.0096099999999999988 -0.03463999999999999 -0.13955999999999996 0.091310000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 -1 6 -6 8 -8 -9 -3
right_child=-2 3 -4 -5 5 -7 7 9 -10 -11 -12
leaf_value=0.0030542647356622188 -0.00099972675898750418 0.00021263743375984106 0.0036409017919741831 -0.0018013403676748778 0.002812523322797157 -0.0010860544490113792 0.0030790453964527741 0.0028871761231550825 0.00011458712299050628 0.0013645858838925462 0.0017618621925267297
leaf_weight=85 73 96 66 58 98 91 53 118 261 1870 74
leaf_count=85 73 96 66 58 98 91 53 118 261 1870 74
internal_value=0 0.00132718 0.00142416 0.000203128 0.00136733 0.00130974 0.00140061 0.00134047 0.000615184 0.001455 0.000887425
internal_weight=0 2870 2642 228 2576 2491 2400 2302 314 1988 170
internal_count=2943 2870 2642 228 2576 2491 2400 2302 314 1988 170
is_linear=0
shrinkage=0.0066716


Tree=841
num_leaves=15
num_cat=0
split_feature=10 376 42 4 447 1 1 1 52 43 48 15 0 49
split_gain=5.99395 5.53002 4.97073 9.31367 6.42284 7.34574 6.44196 7.21814 6.54757 5.53277 4.04079 2.25316 3.32801 2.04943
threshold=0.057650000000000007 0.085945000000000008 0.086635000000000004 0.31392000000000003 0.089710000000000026 0.13954000000000003 0.12040000000000002 0.11215000000000001 0.4107300000000001 0.15834000000000004 0.092150000000000024 0.079600000000000018 -0.087359999999999979 -0.016249999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 5 6 7 8 -1 10 11 13 -13 -4
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=0.00097752075921056112 -0.00073833311130640656 -0.00067610695894609169 0.0014159656059147922 -0.0012144390193841662 0.0031822764069312907 0.0030527175182089999 -0.00056335972797264336 0.0028721610588558063 0.0029750013232455038 0.0026977555843814651 -0.00056146123287653628 0.0025682878013607463 0.00096617181088783468 0.00030566506951688248
leaf_weight=1457 73 69 73 83 56 68 81 81 60 54 76 52 368 292
leaf_count=1457 73 69 73 83 56 68 81 81 60 54 76 52 368 292
internal_value=0 0.000980191 0.00102102 0.000685429 0.00120673 0.00114337 0.00106601 0.00114864 0.00105657 0.000857835 0.000742366 0.000868677 0.00116468 0.000527898
internal_weight=0 2870 2801 998 1803 1747 1679 1598 1517 915 861 785 420 365
internal_count=2943 2870 2801 998 1803 1747 1679 1598 1517 915 861 785 420 365
is_linear=0
shrinkage=0.00592419


Tree=842
num_leaves=17
num_cat=0
split_feature=15 3 39 150 14 0 151 43 43 0 52 42 43 3 42 15
split_gain=438.227 232.361 165.087 51.002 51.3254 43.4401 40.016 35.768 31.6101 23.4476 21.243 15.3945 22.7865 13.8122 8.7355 1.26238
threshold=-0.26361999999999991 0.28833000000000003 0.055555000000000007 0.11228 0.073890000000000011 -0.12851999999999997 -0.024429999999999997 -0.049364999999999992 -0.049999999999999996 -0.076734999999999984 -0.56096499999999982 0.086700000000000013 -0.085594999999999991 0.11878500000000002 0.088575000000000015 -0.090324999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 6 -2 11 -1 14 -11 12 -4 -10 -7 -8
right_child=1 -3 7 -5 -6 9 15 -9 13 10 -12 -13 -14 -15 -16 -17
leaf_value=0.0012426966406723736 0.0030500074118706981 0.0015901297414990174 0.004560018814408256 0.0039189806257485466 0.0071210954841659383 0.005845477653185386 0.0050048271741835243 0.0050998937487473439 0.0034477784708807635 0.0065180816948340221 0.0051412919674074312 0.002213243882086032 0.0026408755486910648 0.0020108635313385208 0.0054535731672300906 0.0054718333616293755
leaf_weight=99 59 77 55 88 94 1069 57 55 74 56 595 57 58 52 345 53
leaf_count=99 59 77 55 88 94 1069 57 55 74 56 595 57 58 52 345 53
internal_value=0 0.00524548 0.00535205 0.00551492 0.00557524 0.00551018 0.0044691 0.00360306 0.00214566 0.00559537 0.00525976 0.00311866 0.00357517 0.00285495 0.00574987 0.00523005
internal_weight=0 2718 2641 2416 2328 2234 169 225 225 2065 651 170 113 126 1414 110
internal_count=2943 2718 2641 2416 2328 2234 169 225 225 2065 651 170 113 126 1414 110
is_linear=0
shrinkage=0.00213444


Tree=843
num_leaves=23
num_cat=0
split_feature=3 2 123 13 3 0 0 1 3 47 42 160 4 1 52 159 2 4 3 2 0 15
split_gain=6.21884 6.61594 5.20429 5.59577 6.18937 6.9279 6.68495 6.31196 11.3276 13.8638 5.51364 5.23686 6.32207 5.00264 4.36313 9.07753 3.91055 3.35885 4.00231 3.2209 3.13243 1.0796
threshold=0.28833000000000003 0.13270000000000001 1.0000000180025095e-35 0.26746000000000009 -1.0000000180025095e-35 -0.22745499999999999 -0.12851999999999997 0.098715000000000011 -0.12077499999999998 0.086785000000000015 0.09087000000000002 0.083295000000000022 0.41823000000000005 0.11181500000000001 0.27203000000000005 -0.032069999999999994 0.099345000000000017 0.0049450000000000006 -0.063569999999999974 0.092155000000000015 -0.11167499999999998 0.096235000000000015
decision_type=2 2 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 19 -7 14 13 10 -10 12 -4 -9 17 21 -8 18 -1 -6 -19 -16
right_child=1 -3 11 -5 5 6 16 8 9 -11 -12 -13 -14 -15 15 -17 -18 20 -20 -21 -22 -23
leaf_value=0.0015589134874424812 -0.0021681216260846948 0.0012510888675325077 -0.0016344130688711797 0.00355066135498169 0.0022073351222473086 0.0051713114206417355 0.0034350655991060579 0.00072648849818145384 -0.0042760862113553457 0.0012269773985137966 -0.0009282756569213152 0.0019844457340966897 0.0012575565048415247 0.0035763858864812552 0.0020045026965361734 -0.0021430342060678276 0.00097806488657439447 0.0021909600469293467 0.0036426199819513888 -0.00017375027211595349 0.00026684293378855792 0.00069431869753993811
leaf_weight=1352 59 64 99 64 57 61 73 81 55 94 52 68 70 57 69 57 68 60 52 67 196 68
leaf_count=1352 59 64 99 64 57 61 73 81 55 94 52 68 70 57 69 57 68 60 52 67 196 68
internal_value=0 -0.000388381 0.00130314 0.001399 0.0013443 0.00229157 0.00313305 0.00120345 0.000278998 -0.000836414 -0.00264985 0.000258078 -0.000436091 0.00190419 0.00137244 0.000326657 0.00225069 0.00149462 0.00163614 0.000920147 0.000718115 0.00135477
internal_weight=0 123 2820 2583 2519 326 202 2193 339 201 107 237 169 138 1854 194 141 1660 1404 124 256 137
internal_count=2943 123 2820 2583 2519 326 202 2193 339 201 107 237 169 138 1854 194 141 1660 1404 124 256 137
is_linear=0
shrinkage=0.00736598


Tree=844
num_leaves=15
num_cat=0
split_feature=13 3 0 43 1 1452 3 9 12 3 9 48 1 13
split_gain=4.90379 8.18874 11.6868 7.84416 9.62933 5.32697 4.47277 8.17455 6.94883 7.25352 5.08387 3.79075 0.424711 0.313143
threshold=0.041960000000000004 -0.23098999999999997 -0.040094999999999992 -0.23538999999999996 0.07665000000000001 0.087120000000000017 -0.14884499999999998 0.082325000000000023 -0.11319999999999998 -0.097574999999999981 -1.0000000180025095e-35 -0.065059999999999993 0.10455000000000002 0.26746000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 12 3 13 -5 6 -1 8 -8 -10 -11 -12 -2 -3
right_child=1 2 -4 4 -6 -7 7 -9 9 10 11 -13 -14 -15
leaf_value=0.0023102494993382343 0.0014273288183811377 0.0012250906225787664 -0.0030554506633845317 0.00060272455809907326 -0.0027998905368605636 0.0025582722468763435 0.0028099400777577372 -0.0012055998320423874 -0.0010680597904347527 -0.00070700628368099247 0.0023661612691810441 0.00097711742142268972 0.0022535704658538749 0.0018925727304482077
leaf_weight=101 55 74 53 92 58 93 85 76 77 74 88 1912 53 52
leaf_count=101 55 74 53 92 58 93 85 76 77 74 88 1912 53 52
internal_value=0 0.000270642 -0.000242163 0.000297816 -0.000712488 0.00102173 0.000962481 0.000903573 0.000975294 0.000902762 0.000975965 0.00103827 0.00183345 0.00150111
internal_weight=0 437 329 276 150 2506 2413 2312 2236 2151 2074 2000 108 126
internal_count=2943 437 329 276 150 2506 2413 2312 2236 2151 2074 2000 108 126
is_linear=0
shrinkage=0.00654078


Tree=845
num_leaves=23
num_cat=0
split_feature=4 2 14 12 4 14 16 51 4 2 12 13 15 2 40 158 16 43 16 13 15 150
split_gain=461.039 136.465 56.4968 51.6004 49.0346 29.4481 33.281 28.3358 23.6689 19.9063 19.3148 18.7395 17.8281 15.2964 11.2186 10.4383 9.73153 10.3062 8.00561 6.03592 4.18318 4.08272
threshold=0.31392000000000003 0.12068000000000001 0.073890000000000011 -1.0000000180025095e-35 -0.0034749999999999994 -0.41992499999999994 -0.44388499999999992 0.078960000000000016 0.054720000000000012 0.12681500000000004 0.078120000000000009 0.019675000000000002 -0.032144999999999993 0.09056500000000002 -0.081429999999999989 0.019155000000000002 -0.097664999999999988 0.041625000000000002 -0.034004999999999994 -0.083574999999999997 -0.047249999999999993 0.081245000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 14 -2 9 8 16 21 -9 19 18 -6 -1 20 -5 -18 -3 -12 -10 -7
right_child=5 12 -4 7 13 6 -8 10 15 -11 11 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0034408029761886184 0.0032030897533157649 0.0028626990254041243 0.0065272854047099746 0.0060105628081764126 0.0056978139616698552 0.0021749396744439081 0.00023778852212385599 0.0033266073758951558 0.0043116585949694603 0.00093163713001377549 0.0055108426994050436 0.0034811298554721002 0.0020965708051617783 0.0040408703059772264 0.0020766234809062906 0.0050560302631526121 0.0051179101052420692 0.0045866090259437985 0.0040567239198570039 0.0046284157479248786 0.0035911965968304809 0.002961104487909903
leaf_weight=61 67 52 92 52 52 72 65 78 102 53 62 53 76 54 54 68 1378 199 55 92 62 56
leaf_count=61 67 52 92 52 52 72 65 78 102 53 62 53 76 54 54 68 1378 199 55 92 62 56
internal_value=0 0.00471772 0.00485272 0.00478762 0.00378547 0.00192316 0.00157447 0.00489082 0.00498879 0.00205437 0.00425099 0.00459919 0.00290364 0.00485393 0.00280043 0.0043375 0.00508153 0.00505088 0.00347667 0.00498383 0.00403943 0.00251907
internal_weight=0 2642 2459 2367 221 313 246 2146 1861 181 285 207 183 106 115 232 1629 1577 107 154 164 128
internal_count=2955 2642 2459 2367 221 313 246 2146 1861 181 285 207 183 106 115 232 1629 1577 107 154 164 128
is_linear=0
shrinkage=0.00217713


Tree=846
num_leaves=26
num_cat=0
split_feature=4 3 3 43 14 3 48 0 47 15 160 3 0 0 4 123 12 0 15 4 4 0 12 4 133
split_gain=588.01 190.356 86.1166 63.2084 49.401 34.2178 25.7219 24.6622 22.6128 24.0443 22.5976 22.2214 19.9007 18.5899 18.1619 15.2937 11.6787 12.0163 11.5961 10.242 9.20058 9.1737 8.68731 7.67344 6.81503
threshold=0.31392000000000003 -0.065674999999999983 0.28833000000000003 -0.035884999999999993 0.073890000000000011 0.35004500000000011 0.092600000000000016 -0.074249999999999997 0.077735000000000012 0.079600000000000018 -0.08070999999999999 -0.14954999999999999 -0.108275 -0.195045 -0.0088849999999999988 1.0000000180025095e-35 0.083175000000000013 -0.10726999999999999 -0.46483499999999994 -1.0000000180025095e-35 -0.49269499999999994 -0.041534999999999996 0.087695000000000009 0.053925000000000008 0.08759500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 7 11 15 16 9 13 -9 -2 -13 -5 20 -3 -1 -18 -14 -15 -12 -22 24 -24 -19
right_child=5 2 -4 8 -6 -7 -8 10 -10 -11 14 12 18 19 -16 -17 17 22 -20 -21 21 -23 23 -25 -26
leaf_value=0.0060389130365450109 0.0034638712604828014 0.0042835207356429292 0.0018827682125669301 0.0031237344138494686 0.006674920365816686 0.00078844040055590773 0.0022835313457266341 0.0035423579760043332 0.005443083979740115 0.0052916361208026202 0.005668519320983138 0.0028123543111628268 0.0021997177744057361 0.0039163609533369266 0.0040874747640737754 0.0031690085611689595 0.0044816824168403277 0.0054759495265961442 0.0010330988058963383 0.0048679096297339856 0.0050669491961130896 0.0041929457744847775 0.0051153513967004318 0.0044341325345198567 0.0050085287299481279
leaf_weight=53 55 90 62 54 68 54 54 53 93 75 65 86 61 79 88 81 88 443 57 78 196 53 662 63 144
leaf_count=53 55 90 62 54 68 54 54 53 93 75 65 86 61 79 88 81 88 443 57 78 196 53 662 63 144
internal_value=0 0.00482811 0.00396886 0.00418296 0.00511771 0.0021345 0.00340248 0.0050622 0.00464625 0.00438707 0.00468423 0.00241507 0.00213221 0.00406545 0.00483472 0.00375571 0.00518055 0.00514804 0.00163635 0.00438923 0.00504408 0.004881 0.00519272 0.00505618 0.00536132
internal_weight=0 2642 666 604 1976 313 225 1908 379 286 455 259 204 211 402 171 1453 1400 118 157 314 249 1312 725 587
internal_count=2955 2642 666 604 1976 313 225 1908 379 286 455 259 204 211 402 171 1453 1400 118 157 314 249 1312 725 587
is_linear=0
shrinkage=0.00185816


Tree=847
num_leaves=16
num_cat=0
split_feature=2 14 14 49 42 133 42 43 43 12 12 2 2 12 13
split_gain=10.5367 7.4205 4.60026 4.40592 4.10119 3.9336 4.55432 3.57922 3.10498 7.61411 3.66594 2.18977 1.79991 0.743582 0.14104
threshold=0.12026500000000001 0.073890000000000011 -0.13131999999999996 -0.14305499999999996 -0.019989999999999997 -0.23060499999999998 -0.0022699999999999999 -0.46052499999999996 -0.095964999999999981 0.084485000000000018 0.078120000000000009 0.16002500000000003 0.13631000000000001 0.095775000000000013 -0.065239999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 6 13 -7 9 -9 -10 12 -6 -5 -14
right_child=4 -3 3 5 11 7 -8 8 10 -11 -12 -13 14 -15 -16
leaf_value=0.0026327395757209373 -0.0012724687220780284 0.0027522071837796061 -0.00019766297436128283 0.0005004634264407392 0.00068995946692006498 -6.9064839743612511e-05 -0.00094725362013528178 0.0034727230012115396 0.00070099969855471332 0.0012566887148457938 0.0013074284519788532 0.0012368763141890685 -0.00058371487492152622 0.0014148459927298587 -0.00017614445039652028
leaf_weight=64 53 94 77 52 92 65 57 66 391 181 1521 75 52 60 55
leaf_count=64 53 94 77 52 92 65 57 66 391 181 1521 75 52 60 55
internal_value=0 0.00121157 0.00115439 0.00111607 0.000148749 0.00115836 0.000336813 0.00122076 0.00125962 0.00184907 0.00118345 0.000423873 0.000117166 0.000990843 -0.000374773
internal_weight=0 2628 2534 2470 327 2393 169 2224 2159 247 1912 274 199 112 107
internal_count=2955 2628 2534 2470 327 2393 169 2224 2159 247 1912 274 199 112 107
is_linear=0
shrinkage=0.00558249


Tree=848
num_leaves=32
num_cat=0
split_feature=1 1 52 2 47 1 2 1 11 11 1 12 42 1 16 2 42 42 52 16 16 16 52 12 42 2 12 159 52 47 42
split_gain=489.122 96.9078 59.4237 37.0201 32.5109 27.6781 33.1798 25.4122 20.4243 17.4324 23.5818 15.4774 13.5357 11.7943 11.0251 6.71287 6.55162 6.04507 5.79414 5.65976 5.38661 4.29374 6.20978 5.09311 4.97194 3.63366 3.55058 2.12516 3.34701 1.96888 1.85351
threshold=0.10684 0.14547000000000002 -0.41694999999999993 0.099845000000000003 0.10070000000000003 0.090650000000000022 -0.007134999999999999 0.12019000000000001 1.0000000180025095e-35 0.08184000000000001 0.077375000000000013 0.11697000000000002 0.073240000000000013 0.11198000000000001 0.13995000000000002 0.089410000000000003 0.08542000000000001 0.098705000000000001 0.11916 0.014185000000000001 -0.0021749999999999994 0.0044600000000000013 0.0049050000000000005 0.088135000000000005 0.088125000000000023 0.12026500000000001 0.095565000000000011 -1.0000000180025095e-35 -0.022529999999999998 0.120245 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 2 2 2 2
left_child=3 2 -2 5 7 8 -7 12 15 10 11 14 13 -4 26 18 -16 27 19 20 -1 22 23 -17 -23 -9 -5 -8 -29 -6 -24
right_child=1 -3 4 9 29 6 17 25 -10 -11 -12 -13 -14 -15 16 21 -18 -19 -20 -21 -22 24 30 -25 -26 -27 -28 28 -30 -31 -32
leaf_value=0.0054834753158626015 0.0054080461702411525 0.00059999450690874628 0.0018275451368911272 0.0057196231044238871 0.0043195194228022558 0.0029648194188280764 0.0055208446617077732 0.0022346106543830596 0.0065086581646240796 0.0057917056832384461 0.0033854621279237173 0.0035509599196281217 0.0040715776436400343 0.0033566472621127628 0.003812908450085215 0.004010899077195958 0.0049097636518661281 0.0043580991158344963 0.0047257958214047633 0.0048523825179489603 0.0061782652955850673 0.0058025071472897699 0.0050284278371739433 0.004937135503804509 0.0048803275046707777 0.0015147492904660333 0.0049845711013336482 0.0054761429580218691 0.0047084937721054944 0.0036681872338830243 0.0054843614237025324
leaf_weight=780 57 100 52 73 52 55 68 67 86 54 103 56 56 61 58 55 64 67 60 73 68 86 124 84 53 94 75 52 83 53 86
leaf_count=780 57 100 52 73 52 55 68 67 86 54 103 56 56 61 58 55 64 67 60 73 68 86 124 84 53 94 75 52 83 53 86
internal_value=0 0.00271519 0.00314505 0.00511069 0.00284846 0.00526029 0.00463428 0.00248486 0.00539111 0.00452838 0.0043693 0.00468007 0.00312335 0.00265321 0.00491416 0.00532567 0.00438851 0.00497426 0.00543841 0.00548481 0.00553922 0.00509897 0.00495867 0.00457082 0.00545107 0.00181448 0.0053473 0.0051775 0.00500437 0.00399099 0.00521526
internal_weight=0 592 492 2363 435 1880 325 330 1555 483 429 326 169 113 270 1469 122 270 981 921 848 488 349 139 139 161 148 203 135 105 210
internal_count=2955 592 492 2363 435 1880 325 330 1555 483 429 326 169 113 270 1469 122 270 981 921 848 488 349 139 139 161 148 203 135 105 210
is_linear=0
shrinkage=0.00235659


Tree=849
num_leaves=26
num_cat=0
split_feature=4 12 12 150 4 16 4 4 4 52 15 16 4 16 49 41 12 51 16 48 4 133 16 52 16
split_gain=816.741 214.344 88.4356 85.8034 36.739 25.9891 28.7912 37.9703 24.6536 23.9844 22.8301 55.5938 31.0363 21.4284 20.2859 18.6118 13.2522 7.70264 6.62576 5.16748 4.94707 5.84266 4.66705 3.77285 3.25256
threshold=0.31392000000000003 0.056995000000000011 0.13642500000000005 0.090965000000000004 0.049545000000000006 -0.24404999999999996 -0.17568999999999999 -1.0000000180025095e-35 0.046185000000000004 -0.087604999999999988 -0.43091499999999999 -0.5152199999999999 0.51326500000000019 -0.11807499999999999 -0.0033999999999999998 0.075585000000000013 0.093910000000000007 -0.43508999999999992 -0.11082499999999999 0.083540000000000017 -0.060239999999999995 0.047685000000000005 -0.46591499999999991 0.098580000000000015 0.19384500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 15 -1 24 9 -9 -8 12 -12 -2 22 -11 16 18 -15 -3 -20 23 -22 -6 -18 -7
right_child=10 2 -4 -5 13 6 7 8 -10 14 11 -13 -14 17 -16 -17 20 -19 19 -21 21 -23 -24 -25 -26
leaf_value=0.0058423374689293185 0.003648951856500918 0.00657167924029603 0.0031394848533992247 0.0021532284595298999 0.0060032528826586924 0.004923212421250254 0.0045389154897491303 0.005976688599089567 0.004151671767268 0.0037893135865801363 0.0022271122244477059 -0.00031591648644087636 0.0017361862231418475 0.0049936363187600974 0.0021672380186455297 0.0068759282341115746 0.0058266655952817215 0.0039739725837035153 0.0059230998572818473 0.0054802367248270095 0.0049956219780638821 0.0057544244787915855 0.0052280822782992181 0.005309669161655671 0.0056446498004131245
leaf_weight=57 55 61 57 73 62 53 61 54 74 65 99 57 102 55 65 70 208 73 1025 126 128 65 71 85 54
leaf_count=57 55 61 57 73 62 53 61 54 74 65 99 57 102 55 65 70 208 73 1025 126 128 65 71 85 54
internal_value=0 0.00535887 0.00566058 0.00422685 0.0057314 0.00454021 0.00436593 0.00405675 0.00492177 0.00347693 0.00185394 0.00129779 0.0024064 0.0050123 0.00297844 0.00583754 0.00579472 0.00441228 0.00590974 0.00587464 0.00550784 0.00525129 0.0055896 0.00567676 0.00528751
internal_weight=0 2642 2086 556 2029 483 426 319 128 191 313 156 157 261 130 1768 1698 128 1212 1151 486 193 133 293 107
internal_count=2955 2642 2086 556 2029 483 426 319 128 191 313 156 157 261 130 1768 1698 128 1212 1151 486 193 133 293 107
is_linear=0
shrinkage=0.00205156


Tree=850
num_leaves=18
num_cat=0
split_feature=4 52 0 3 151 157 0 15 0 150 0 16 11 16 148 3 15
split_gain=7.18725 16.0026 8.67324 6.12164 9.04392 10.4767 8.86225 5.44941 11.7799 5.22922 3.97652 3.80713 7.30485 4.04263 3.56532 2.52381 1.78179
threshold=-0.35269999999999996 0.023800000000000005 0.027395000000000006 -0.046079999999999989 -0.082079999999999986 -0.066269999999999982 -0.063819999999999988 -0.0039399999999999991 -0.14680499999999999 -0.047864999999999991 0.11737000000000002 -0.50875499999999996 0.084475000000000008 -0.11082499999999999 -0.083019999999999983 -0.083874999999999991 -0.090909999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 9 16 -6 7 8 -7 -2 -1 -11 13 15 -15 -13 -5
right_child=2 -3 -4 4 5 6 -8 -9 -10 11 -12 12 -14 14 -16 -17 -18
leaf_value=0.0029210999641777037 0.0040395030470206962 0.0063470577897068456 -0.00075633281205784162 0.003668493345251126 -0.0020707077157288102 -0.00071377337907287597 -0.0013119722176420097 0.0031211706680016279 0.0021237710296537708 -0.00013237439373885228 0.00059852430920912479 0.0038465503630290558 0.0043404148311940545 0.0034382208847524888 0.0015324131094783548 0.0021075712052936934 0.0018515787720681954
leaf_weight=76 53 53 84 62 67 127 74 78 191 55 78 66 57 53 1561 129 52
leaf_count=76 53 53 84 62 67 127 74 78 191 55 78 66 57 53 1561 129 52
internal_value=0 0.00292385 0.00152728 0.00160039 0.000992854 0.000600493 0.000981445 0.00141021 0.000990295 0.00180071 0.00174523 0.0017389 0.0017941 0.00171382 0.00159504 0.00269654 0.0028404
internal_weight=0 207 2709 2625 651 537 470 396 318 1974 154 1921 1866 1809 1614 195 114
internal_count=2916 207 2709 2625 651 537 470 396 318 1974 154 1921 1866 1809 1614 195 114
is_linear=0
shrinkage=0.00722155


Tree=851
num_leaves=30
num_cat=0
split_feature=4 12 2 123 2 2 12 123 4 12 0 0 41 12 4 2 48 0 16 16 16 123 16 2 0 133 4 49 0
split_gain=697.213 246.148 112.631 51.5501 43.9496 41.9878 21.9306 21.0515 19.8701 15.5749 16.2774 15.0237 12.3041 9.42927 7.9207 7.31907 10.3295 5.34589 4.75847 4.44132 14.5656 4.40524 4.17411 3.80539 3.20343 2.61988 2.54607 2.6168 2.25621
threshold=0.31392000000000003 0.056995000000000011 0.10859000000000001 1.0000000180025095e-35 0.123795 0.14019000000000004 0.093815000000000023 0.086730000000000015 -0.17568999999999999 -0.014854999999999998 -0.14720499999999997 -0.12851999999999997 0.076195000000000013 -0.053404999999999987 -0.081334999999999977 0.089025000000000007 0.083775000000000002 -0.105195 0.064455000000000012 0.0044600000000000013 0.08215500000000002 0.085360000000000005 -0.0090799999999999995 0.097005000000000022 -0.089364999999999986 0.046800000000000008 -0.0096349999999999977 0.077505000000000018 -0.076734999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 6 7 12 17 -1 -10 -11 -4 15 -13 23 19 24 -2 26 22 -21 -5 -3 -8 -17 -20 28 -28 -16
right_child=5 4 11 21 -6 -7 14 -9 9 10 -12 13 -14 -15 18 16 -18 -19 25 20 -22 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=0.0062378777686185015 0.0034258097351439736 0.0060042706308280373 0.0022778635126223545 0.0032920291015303277 0.0042998012949058851 0.001100618040524168 0.0062914647526551085 0.0017128944386354446 0.0059244859219274217 0.0051851492191845577 0.003850376134570893 0.004051046360855951 0.0068670793731645382 0.0028668136985211244 0.0058904674334570913 0.0054390689374693608 0.004949546490762638 0.0027380035956444961 0.005308978834141634 0.004870919581762498 0.0062890372003277656 0.0041073865779411786 0.0064118940822515897 0.0056002207316879207 0.0059483378090541151 0.0047148945496007372 0.0050554541083868074 0.005618744772840043 0.0054819191010117771
leaf_weight=70 91 723 71 52 77 80 64 57 55 98 56 52 56 53 86 63 63 86 68 52 62 52 115 62 220 52 79 56 145
leaf_count=70 91 723 71 52 77 80 64 57 55 98 56 52 56 53 86 63 63 86 68 52 62 52 115 62 220 52 79 56 145
internal_value=0 0.00544498 0.00428538 0.00488548 0.00576226 0.00233428 0.00581953 0.00275596 0.00532734 0.00502227 0.00469991 0.00297935 0.00595974 0.00345349 0.0055093 0.00592058 0.00567387 0.00309174 0.00539461 0.00601022 0.00564236 0.00369991 0.00606023 0.0059515 0.00583504 0.00505172 0.00550697 0.00528927 0.00563411
internal_weight=0 2602 559 383 2043 314 1966 234 279 209 154 176 1354 105 612 1298 346 177 486 952 114 104 838 126 283 120 366 135 231
internal_count=2916 2602 559 383 2043 314 1966 234 279 209 154 176 1354 105 612 1298 346 177 486 952 114 104 838 126 283 120 366 135 231
is_linear=0
shrinkage=0.00197189


Tree=852
num_leaves=18
num_cat=0
split_feature=447 4 51 2 150 52 15 4 16 15 4 43 16 52 2 481 43
split_gain=6.35192 4.86992 11.9991 4.35714 6.74004 4.56581 4.90994 7.35182 9.45893 4.40714 13.7979 4.97373 5.48902 3.61586 2.8353 2.69373 1.11535
threshold=0.091410000000000005 -0.35269999999999996 1.0000000180025095e-35 0.11523000000000001 -0.091259999999999994 -0.23047999999999999 -0.42075999999999997 0.31392000000000003 -0.067654999999999979 0.083185000000000023 -0.14088999999999999 -0.116045 -0.49353499999999995 -0.011499999999999998 0.097005000000000022 -0.084114999999999981 -0.03898999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 -3 -5 -7 8 -8 10 -6 -12 -13 -11 -1 -15 -17
right_child=-2 3 -4 5 9 6 7 -9 -10 13 11 12 -14 15 -16 16 -18
leaf_value=0.0030664791954092656 -0.0008144834302573886 0.0042985222375094816 0.0057862346328503922 0.0026719073905016244 -0.0021357896053392955 0.0019842326526585846 0.0025726888950576661 -0.0020006308296413732 -0.0010113339844382624 0.003503411256198239 0.0031291758742709574 0.0030082751209040935 0.001260565185045879 0.00029913073970960703 0.00098302882123765768 0.0016626512481804981 0.0022394555275137549
leaf_weight=56 55 55 54 66 57 92 83 71 77 87 102 108 1011 52 97 286 507
leaf_count=56 55 55 54 66 57 92 83 71 77 87 102 108 1011 52 97 286 507
internal_value=0 0.00171174 0.00280044 0.0016268 0.00175052 0.000906198 0.000545159 -2.76378e-05 0.000847386 0.00168707 0.00140598 0.00157138 0.00142932 0.00207244 0.00174611 0.00192501 0.00203153
internal_weight=0 2861 207 2654 2265 389 323 231 160 2210 1278 1221 1119 932 153 845 793
internal_count=2916 2861 207 2654 2265 389 323 231 160 2210 1278 1221 1119 932 153 845 793
is_linear=0
shrinkage=0.00736598


Tree=853
num_leaves=23
num_cat=0
split_feature=1 1 16 124 47 4 14 0 0 13 0 0 43 0 158 16 4 4 43 16 13 133
split_gain=1383.57 237.656 95.7425 85.1861 69.7767 38.6098 30.9262 38.1383 37.1812 26.2092 26.0987 27.7271 14.6095 14.2549 14.2548 12.6124 11.3604 6.92638 5.12244 5.33227 4.32014 1.41307
threshold=0.10398500000000001 0.12313000000000002 0.12992000000000004 -0.080429999999999988 0.09772500000000002 0.053925000000000008 0.073890000000000011 -0.12368999999999998 -0.076914999999999997 -0.10939499999999998 -0.12259499999999998 -0.072624999999999981 -0.084059999999999982 -0.051824999999999989 0.019155000000000002 -0.28430999999999995 -0.50231999999999988 -0.081139999999999976 0.27653000000000005 0.11702000000000001 -1.0000000180025095e-35 0.081310000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 -1 9 6 7 -5 18 -3 15 -12 17 -11 20 -2 -14 -10 19 -9 21 -7
right_child=1 4 -4 5 -6 14 -8 8 12 13 11 -13 16 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0041470953670178327 0.0031684128293186136 -0.00042448116949052105 0.0058459459932024361 0.0050140644521234823 0.0031245971274963687 0.0052699907647459588 0.007864154306261955 0.0068249874217253727 0.0047713947545360838 0.00045369334312900369 0.0049083467435019085 0.0030455563692148688 0.007059566485960931 0.0019144549152735654 0.0064293189614359342 0.0017990730759667908 0.006066410168491904 0.0059010625589184483 0.0060703827968679527 0.0061891111518995665 0.0047580046672036237 0.0057416975775826194
leaf_weight=84 68 84 90 84 68 64 83 1105 56 68 68 94 69 64 77 65 331 52 52 70 54 66
leaf_count=84 68 84 90 84 68 64 83 1105 56 68 68 94 69 64 77 65 331 52 52 70 54 66
internal_value=0 0.0027039 0.00384071 0.00634199 0.00116273 0.00642722 0.0065372 0.00647664 0.00654743 0.000544999 0.00322886 0.00382761 0.00604176 0.00116212 0.00562564 0.00249936 0.00623779 0.00531553 0.00675677 0.00678713 0.00528919 0.00550966
internal_weight=0 669 385 2247 284 2163 1902 1819 1735 216 295 162 508 132 261 133 400 108 1227 1175 184 130
internal_count=2916 669 385 2247 284 2163 1902 1819 1735 216 295 162 508 132 261 133 400 108 1227 1175 184 130
is_linear=0
shrinkage=0.00222067


Tree=854
num_leaves=25
num_cat=0
split_feature=4 2 12 150 2 15 2 0 12 12 2 4 16 15 2 2 2 4 0 0 159 12 4 2
split_gain=1352.04 468.321 288.272 98.2185 76.4565 55.9859 48.7691 47.157 34.8841 33.8276 31.1094 25.0223 21.2666 58.7155 15.4575 14.858 12.2027 10.9239 10.162 9.8708 6.38218 6.15176 4.63964 2.89565
threshold=0.31392000000000003 0.13388500000000003 0.056995000000000011 0.082085000000000019 0.14744000000000002 0.037885000000000009 0.10615500000000001 -0.14867499999999997 -0.038859999999999992 0.095565000000000011 0.10019000000000002 0.018150000000000003 0.12992000000000004 -0.015539999999999998 0.11543500000000002 -0.0050599999999999994 0.091290000000000024 0.061835000000000008 -0.081644999999999981 -0.096849999999999978 -0.064994999999999983 0.083785000000000012 0.0033150000000000007 0.096860000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 6 12 -4 15 16 -5 -3 13 -1 -10 -2 21 18 -11 -18 -20 -9 -23 -21
right_child=4 11 7 10 -6 -7 -8 9 14 17 -12 -13 -14 -15 -16 -17 19 -19 20 23 -22 22 -24 -25
leaf_value=0.01685919815879804 0.011250766980956039 0.012173435244836233 0.019287245038645765 0.014970898789589744 0.010359728005731605 0.018189280500018726 0.01433420773200837 0.018183426747469957 0.014283418293571977 0.017656152147472511 0.012918293732005695 0.014047064185564935 0.017368036557643615 0.014388373106799556 0.012916987012130468 0.012765350454392539 0.0163789511626799 0.016149389024904329 0.016262666578520598 0.017119154072115655 0.01700672302238691 0.017635125559900291 0.017150440100501152 0.017587906176266311
leaf_weight=111 54 70 56 76 63 52 67 82 67 91 53 53 61 64 74 56 56 68 60 122 295 956 95 114
leaf_count=111 54 70 56 76 63 52 67 82 67 91 53 53 61 64 74 56 56 68 60 122 295 956 95 114
internal_value=0 0.0168891 0.017083 0.0156622 0.0123822 0.0162197 0.0158816 0.0174277 0.0128897 0.017374 0.0141278 0.012981 0.0163209 0.0159557 0.0135664 0.012022 0.0175371 0.0169216 0.0170392 0.0171604 0.016881 0.0176342 0.0175913 0.0173457
internal_weight=0 2602 2479 484 314 355 303 1995 251 1939 129 123 236 175 141 110 1425 514 446 292 355 1133 1051 236
internal_count=2916 2602 2479 484 314 355 303 1995 251 1939 129 123 236 175 141 110 1425 514 446 292 355 1133 1051 236
is_linear=0
shrinkage=0.00205156


Tree=855
num_leaves=23
num_cat=0
split_feature=1 9 13 49 10 3 39 15 3 12 43 13 3 15 3 456 1 43 133 1 1 133
split_gain=16.1098 8.49199 5.36772 5.14746 6.66209 5.45179 6.26279 4.14268 11.9906 14.7932 7.48736 7.30756 5.84666 11.4319 4.09207 4.03971 3.70246 3.27153 2.10131 3.76583 2.95783 1.61832
threshold=0.12313000000000002 0.08542000000000001 -0.16392499999999996 0.094245000000000009 -0.008179999999999998 -0.010434999999999998 0.08955500000000001 0.0047550000000000005 -0.11749 0.093405000000000016 -1.0000000180025095e-35 -0.097454999999999986 0.0043700000000000006 -0.018024999999999996 -0.0048549999999999991 0.08728000000000001 0.091055000000000011 0.060690000000000008 0.041800000000000011 0.094935000000000005 0.077375000000000013 -0.34918499999999997
decision_type=2 2 2 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 9 10 -4 -9 14 16 15 -10 -14 18 19 -13 -20 -19
right_child=3 -3 7 -5 5 6 -8 11 12 -11 -12 17 13 -15 -16 -17 -18 21 20 -21 -22 -23
leaf_value=0.00078974184428518891 -0.00071848465128257748 0.0051392379109726077 -0.0027793250013400678 -0.0010290557763109587 0.0036527598322133223 0.0025288333013761943 -0.00069122099413462519 0.0052365221470607867 0.0025450921402066884 0.003077065026636672 0.00087517309991968931 0.0029831530089973351 0.0011886643108218863 -0.0012914979315464378 0.0047020309983652276 0.0039400163713475007 0.0033899610039851537 0.0026274075359478555 0.0029019932250750123 0.0047537945265783586 0.0014517748537438535 0.0010515238574335904
leaf_weight=82 58 62 54 55 62 66 52 62 887 74 54 480 63 52 52 113 89 56 245 66 94 72
leaf_count=82 58 62 54 55 62 66 52 62 887 74 54 480 63 52 52 113 89 56 245 66 94 72
internal_value=0 0.00259937 0.00253866 0.000884001 0.00132641 0.00198573 0.0011092 0.00259569 0.00235176 0.000686146 -0.00095139 0.00292193 0.00259306 0.00151684 0.00280168 0.00270279 0.00247807 0.00278019 0.00293033 0.00319732 0.00250009 0.00174155
internal_weight=0 2657 2595 293 238 180 118 2513 1438 182 108 1075 1256 204 1052 1000 152 1013 885 546 339 128
internal_count=2950 2657 2595 293 238 180 118 2513 1438 182 108 1075 1256 204 1052 1000 152 1013 885 546 339 128
is_linear=0
shrinkage=0.00694113


Tree=856
num_leaves=19
num_cat=0
split_feature=1 2 160 2 2 401 50 133 151 151 16 1 401 15 4 4 16 1212
split_gain=11.145 7.06817 3.82831 4.45164 7.5069 3.63951 4.2368 4.60421 5.47297 9.92439 4.97105 4.02809 2.50822 1.67634 1.98274 1.61299 1.52923 0.916195
threshold=0.12313000000000002 -0.084369999999999987 -0.068619999999999987 0.13554000000000002 -1.0000000180025095e-35 0.083100000000000021 -0.23108499999999996 0.083000000000000018 -0.093409999999999979 -0.085989999999999983 -0.067969999999999989 0.10275000000000002 0.093220000000000011 -0.088819999999999982 -0.014099999999999998 0.00059000000000000014 -0.11082499999999999 -0.084099999999999994
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 -4 6 -3 8 -8 -10 -11 13 -7 15 -15 -9 -5 -14
right_child=2 5 3 16 -6 12 7 11 9 10 -12 -13 17 14 -16 -17 -18 -19
leaf_value=0.0042635023806366868 0.0022826661111332493 0.0036420675392984446 -0.00041515463847105098 0.00020500664182147843 0.0031175303528416733 0.0039613277442949431 0.0035176599415919466 0.0038330894280761154 -0.0013469522761987583 0.0021531903954362681 0.0012994511012130612 0.00054542247445632281 0.0029103603142382941 0.0026359336480475531 0.001806822931556921 0.0024112318185129981 -0.0013900366626812672 0.0018581831688625637
leaf_weight=75 61 75 60 55 56 76 78 81 52 686 632 54 88 397 215 74 61 74
leaf_count=75 61 75 60 55 56 76 78 81 52 686 632 54 88 397 215 74 61 74
internal_value=0 0.00216198 0.000735147 0.000327937 0.00128964 0.00210091 0.00201777 0.00196405 0.00172842 0.0016265 0.00174387 0.00237953 0.00291944 0.00250856 0.00234478 0.00315475 -0.000633127 0.00243019
internal_weight=0 2657 293 232 116 2582 2344 2269 1448 1370 1318 821 238 767 612 155 116 162
internal_count=2950 2657 293 232 116 2582 2344 2269 1448 1370 1318 821 238 767 612 155 116 162
is_linear=0
shrinkage=0.00694113


Tree=857
num_leaves=31
num_cat=0
split_feature=1 1 12 12 51 4 1 15 49 12 4 13 4 51 1 41 12 1210 150 12 4 4 1 15 49 15 4 401 1456 12
split_gain=784.534 140.045 134.256 53.9317 42.4987 39.9672 39.3076 25.21 21.6166 20.9829 17.6709 14.2542 12.9602 16.8197 11.6974 14.6278 10.2296 7.72749 6.36011 8.27877 5.84717 5.39679 7.07283 4.13149 3.22995 3.06047 2.77733 2.35984 2.3386 0.788438
threshold=0.10509 0.12313000000000002 0.087255000000000013 0.056995000000000011 -0.097504999999999981 0.31392000000000003 0.092845000000000025 -0.42443999999999993 -1.0000000180025095e-35 0.091625000000000012 0.046185000000000004 -1.0000000180025095e-35 0.053925000000000008 0.11178000000000002 0.089875000000000024 0.075585000000000013 -0.0066799999999999993 -0.062079999999999989 0.082085000000000019 -0.020034999999999994 -0.071344999999999992 -0.081454999999999986 0.074220000000000022 -0.077474999999999988 0.093800000000000008 0.084785000000000013 0.054720000000000012 0.083660000000000026 -0.081109999999999974 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 2 2 2
left_child=3 2 18 4 -1 8 16 -7 -3 14 -4 -8 13 17 15 20 -6 -11 19 -2 25 22 -19 -23 -14 29 28 -27 -22 -5
right_child=1 5 10 9 6 7 11 -9 -10 12 -12 -13 24 -15 -16 -17 -18 21 -20 -21 26 23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0061812982854445942 0.0035368073572812444 0.0015743091861684182 0.0060709897360364069 0.0061203862048628457 0.0055099898140789447 0.001875150978157935 0.0026010868159830453 0.00020615130589376771 0.0033613677284646407 0.0048439205443545734 0.0045555930238205325 0.0041267901234109984 0.0043273705601588365 0.004356969338637124 0.0051011440181465105 0.0068768718081693991 0.004513294626232108 0.0055952067968866766 0.0021823242212796776 0.0024647251880574646 0.0053049028575485983 0.0059888137465307755 0.0065855584484121044 0.0054253477407298868 0.0050543482772036075 0.0057894441494492103 0.0052630100169750449 0.0062068470243828323 0.0057776439737815023 0.0064678324250973555
leaf_weight=76 60 52 74 84 90 83 54 82 76 58 67 58 57 56 97 63 99 74 79 73 56 75 60 302 56 302 73 80 382 52
leaf_count=76 60 52 74 84 90 83 54 82 76 58 67 58 57 56 97 63 99 74 79 73 56 75 60 302 56 302 73 80 382 52
internal_value=0 0.00283137 0.00373684 0.00549306 0.00475437 0.0017404 0.00439401 0.00104585 0.00263555 0.00563757 0.00535107 0.00339139 0.00535447 0.00547495 0.00581326 0.0058765 0.00498803 0.00558494 0.00266313 0.00294854 0.00581523 0.00566901 0.00603882 0.0055375 0.00468784 0.00597581 0.00565241 0.00587692 0.00571725 0.0062534
internal_weight=0 646 353 2304 377 293 301 165 128 1927 141 112 738 625 1189 1092 189 569 212 133 1029 511 134 377 113 518 511 382 438 136
internal_count=2950 646 353 2304 377 293 301 165 128 1927 141 112 738 625 1189 1092 189 569 212 133 1029 511 134 377 113 518 511 382 438 136
is_linear=0
shrinkage=0.00213444


Tree=858
num_leaves=25
num_cat=0
split_feature=4 3 3 43 42 14 16 14 49 4 3 4 3 0 0 160 4 0 48 3 133 42 0 0
split_gain=490.019 159.223 68.1558 54.098 48.9805 26.2527 45.6106 24.6819 19.3963 20.4003 36.7258 17.4989 17.1233 15.8994 19.2083 18.8463 14.4643 11.6063 11.0598 10.189 6.96357 5.48182 3.5528 3.39665
threshold=0.31392000000000003 0.28833000000000003 -0.066229999999999997 -0.035884999999999993 -1.0000000180025095e-35 -0.45687499999999998 -0.42170999999999997 0.073890000000000011 -0.07278999999999998 -0.14595999999999995 0.093925000000000022 -0.047099999999999996 -0.082634999999999986 -0.076734999999999984 -0.11262999999999999 -0.081069999999999989 -0.42305999999999994 -0.14043999999999998 0.088005000000000014 -0.097199999999999995 0.087720000000000006 0.088575000000000015 -0.08706499999999999 -0.079249999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 -2 12 13 -5 -10 23 -6 -7 14 -1 -15 -17 -14 -13 -18 21 -16 -22 -11
right_child=5 -3 3 8 11 6 -8 -9 9 10 -12 18 17 15 20 16 19 -19 -20 -21 22 -23 -24 -25
leaf_value=0.0044931518165822965 0.0036891745000388193 0.0019420420557339415 0.0056200694265220166 0.0064861532483770634 0.0043230817871421695 0.0036178603583579038 0.00038110125816622468 0.0069600916815937162 0.0059949587577580992 0.0055044867504548279 0.003274078412668943 0.0034571838432231059 0.0026975004142801963 0.0040523217444051211 0.005967536859320245 0.0062672237496992737 0.0042921582857958305 0.0013513804234981555 0.0020382089377594809 0.0053686871983744059 0.0051211871953558957 0.0055685014649530015 0.005642842714510354 0.0048399058419486309
leaf_weight=63 63 69 62 59 54 59 63 70 90 113 65 57 82 60 741 82 53 55 56 313 97 235 227 62
leaf_count=63 63 69 62 59 54 59 63 70 90 113 65 57 82 60 741 82 53 55 56 313 97 235 227 62
internal_value=0 0.00533794 0.0054295 0.00477412 0.00390027 0.00237733 0.00205813 0.00563815 0.00528849 0.00507429 0.00472894 0.00326164 0.00259706 0.00558868 0.00571635 0.00524608 0.0054059 0.00215726 0.00275419 0.00521286 0.00577561 0.00587148 0.00548674 0.00526917
internal_weight=0 2628 2559 618 229 322 259 1941 389 330 240 167 196 1871 1363 508 448 137 113 366 1300 976 324 175
internal_count=2950 2628 2559 618 229 322 259 1941 389 330 240 167 196 1871 1363 508 448 137 113 366 1300 976 324 175
is_linear=0
shrinkage=0.00226508


Tree=859
num_leaves=20
num_cat=0
split_feature=1 3 49 50 15 160 1 3 16 403 49 10 3 39 50 484 16 1 130
split_gain=12.2032 4.91922 6.44366 5.11366 4.21188 9.22204 6.60102 5.53695 6.80177 5.1874 3.35005 4.55755 3.78877 4.42106 3.32534 2.40822 3.8697 1.77952 1.68224
threshold=0.12313000000000002 0.12168500000000002 0.17990500000000001 0.017860000000000004 0.043560000000000008 -0.24163499999999996 0.11181500000000001 -0.11749 -0.093874999999999986 -0.081424999999999984 0.094245000000000009 -0.008179999999999998 -0.010434999999999998 0.08955500000000001 0.089030000000000012 0.013080000000000003 -0.039209999999999995 0.094485000000000013 0.088930000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 9 -6 -9 -7 11 -2 -13 -14 -5 16 17 -16 -10
right_child=10 -3 -4 14 7 6 -8 8 18 -11 -12 12 13 -15 15 -17 -18 -19 -20
leaf_value=-0.00095765554265983316 -0.00052579377649394931 0.00060763807422467781 0.0044484125858301644 0.0040182353441225258 0.0043518297464559307 0.00031463617934977513 0.003528335036175776 0.00053232008407747325 0.0025501282209000296 0.0018646112046366038 -0.00072263861743173936 0.0028913545068814995 0.0020169953273846812 -0.00053228202398165815 0.0020831849281616717 0.001190926871527448 0.0038923791894349634 0.0032454170423671567 0.0015538796283859654
leaf_weight=52 58 87 53 72 55 103 93 92 596 905 55 62 66 52 252 53 88 73 83
leaf_count=52 58 87 53 72 55 103 93 92 596 905 55 62 66 52 252 53 88 73 83
internal_value=0 0.00213839 0.00219018 0.0021426 0.00198875 0.00173312 0.00186027 0.0023455 0.00220228 0.0017063 0.000731489 0.00106782 0.00158171 0.000892993 0.0027084 0.00250587 0.00267445 0.00234446 0.00242845
internal_weight=0 2657 2570 2517 1979 1153 1101 826 771 1008 293 238 180 118 538 466 413 325 679
internal_count=2950 2657 2570 2517 1979 1153 1101 826 771 1008 293 238 180 118 538 466 413 325 679
is_linear=0
shrinkage=0.00654078


Tree=860
num_leaves=21
num_cat=0
split_feature=1 4 1 2 2 39 42 10 4 4 158 43 475 480 11 50 2 4 4 2
split_gain=811.849 121.311 96.5878 65.2788 55.5006 33.7709 24.9756 23.8614 23.371 17.2512 13.5615 12.6727 11.0864 9.60745 10.599 10.216 8.24585 4.97289 4.13562 1.71834
threshold=0.10398500000000001 -0.37626499999999991 0.12313000000000002 1.0000000180025095e-35 0.11366500000000002 0.082765000000000019 0.073240000000000013 -0.088499999999999981 0.40996000000000005 0.053925000000000008 0.078875000000000015 -1.0000000180025095e-35 1.0000000180025095e-35 -0.022539999999999998 0.077330000000000024 0.11916500000000001 0.12623500000000001 0.2623950000000001 0.13995000000000002 0.13154000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 9 -3 -4 -9 12 18 -5 13 -1 15 -15 -6 -13 -11 -10
right_child=1 2 7 11 16 -7 -8 8 19 10 -12 17 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0039241925540649753 0.0046233505290336572 0.0024320366231833524 -0.00027037665641754512 0.0010639001733975199 0.0036838206388847819 0.003418769910095181 0.0041542646889684296 0.0018755463842366365 0.00036914349156370467 0.0040143217407757519 0.0048252543782616383 0.0016434784560894551 0.0055043707878868753 0.0046748069497398502 0.0053254971894683987 0.003941350209961599 0.0027311686589006927 0.0024455729594014116 0.003308903406658667 0.0008383190844792783
leaf_weight=69 63 53 55 71 94 96 86 102 63 73 61 52 61 1525 93 78 57 72 59 59
leaf_count=69 63 53 55 71 94 96 86 102 63 73 61 52 61 1525 93 78 57 72 59 59
internal_value=0 0.00201748 0.00174963 0.00246505 0.00447983 0.00456231 0.00349774 0.000893093 0.00117886 0.00461668 0.0040552 0.00172883 0.00467601 0.00464737 0.00467678 0.00463913 0.00332435 0.00210938 0.00369918 0.000596212
internal_weight=0 676 613 334 2266 2115 139 279 224 2019 193 195 1826 1765 1696 1603 151 124 132 122
internal_count=2942 676 613 334 2266 2115 139 279 224 2019 193 195 1826 1765 1696 1603 151 124 132 122
is_linear=0
shrinkage=0.00197189


Tree=861
num_leaves=21
num_cat=0
split_feature=1 4 15 2 1444 2 15 49 15 15 0 0 4 11 0 2 1453 133 52 15
split_gain=23.9837 11.9584 11.1599 17.8527 7.75754 6.44409 7.1462 5.95276 7.46171 8.72139 4.63787 9.69064 4.50945 4.32008 6.22264 4.12891 3.80786 3.7688 2.59645 2.24728
threshold=0.10123500000000001 -0.16236499999999995 -0.024929999999999997 0.10523 -0.078609999999999985 0.11366500000000002 -0.032144999999999993 -0.07929499999999999 -0.40166999999999992 -0.46645999999999993 -0.12851999999999997 -0.073999999999999996 0.40736500000000003 0.084110000000000004 -0.0058249999999999994 -1.0000000180025095e-35 -0.075794999999999987 0.088820000000000024 -0.015539999999999998 -0.53241999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 7 -4 -1 13 -7 -3 9 19 12 -12 -10 14 15 -6 -17 -18 -16 -9
right_child=1 2 3 -5 5 6 -8 8 10 -11 11 -13 -14 -15 18 16 17 -19 -20 -21
leaf_value=-0.00027549895351153768 0.0027766460372002769 -0.0012272326737516371 0.00090549424999144873 -0.004112597178669161 0.0038827464904437185 0.002042983939622078 -0.00077596168602210743 0.00033175404737253403 0.0018950187532571498 -0.001508676084379828 0.0045715851939722033 0.0012163979960576501 -0.00055135287247720991 0.00036601092616398123 0.0027363350829595072 0.00041588806861722432 0.0022875755431763217 0.0016115053042962072 0.004714307157069852 0.0021365132596786623
leaf_weight=61 95 57 62 55 52 81 68 60 64 87 54 103 60 55 58 57 1239 468 52 54
leaf_count=61 95 57 62 55 52 81 68 60 64 87 54 103 60 55 58 57 1239 468 52 54
internal_value=0 0.000650187 0.000342135 -0.00145285 0.00197824 0.00204282 0.000756026 0.000731898 0.000963721 2.00107e-05 0.00163852 0.00237085 0.000710739 0.00213957 0.00219018 0.00210039 0.00204781 0.00210226 0.003672 0.00118724
internal_weight=0 751 656 117 2191 2130 149 539 482 201 281 157 124 1981 1926 1816 1764 1707 110 114
internal_count=2942 751 656 117 2191 2130 149 539 482 201 281 157 124 1981 1926 1816 1764 1707 110 114
is_linear=0
shrinkage=0.00641253


Tree=862
num_leaves=22
num_cat=0
split_feature=2 12 3 2 2 2 0 0 12 2 0 49 2 3 156 51 3 51 51 0 2
split_gain=569.166 308.14 119.093 62.7442 58.9824 58.2061 36.8304 27.5934 24.1489 26.7732 14.2671 12.6055 10.6641 8.02861 8.33458 14.0653 8.95897 5.03009 5.28941 2.97403 2.48812
threshold=0.12026500000000001 -1.0000000180025095e-35 0.10402500000000002 0.16730000000000003 -1.0000000180025095e-35 0.097005000000000022 -0.084114999999999981 -0.066574999999999981 0.093185000000000004 0.10523 -0.041534999999999996 0.0060400000000000011 0.11203000000000002 -0.14186499999999996 0.089540000000000022 -0.088764999999999983 -0.080349999999999991 -0.2661949999999999 -0.004559999999999999 -0.097224999999999992 0.13447000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 6 7 -6 20 -1 9 13 17 -8 -4 -3 15 -15 -16 -10 -19 -20 -2
right_child=3 2 12 -5 5 -7 11 -9 10 -11 -12 -13 -14 14 16 -17 -18 18 19 -21 -22
leaf_value=0.002597638435330733 0.0015055662989180586 0.0064101374067366155 0.0036147949352231794 -0.00030555325310981459 0.0052783221513204867 0.0022733216984952634 0.0024634092058876391 0.00034497373835589709 0.0044906962860143881 0.0043431464220148753 0.0041685276008300437 0.0039486615698220689 0.0021641888989377273 0.0044467676770784011 0.005619745315032512 0.0056760232935712043 0.0070633978733342598 0.0060164342877080824 0.00473957427784735 0.0052896803475305483 0.0007631983995407156
leaf_weight=63 55 96 74 77 72 84 92 68 52 90 89 55 52 59 52 1162 52 55 70 419 54
leaf_count=63 55 96 74 77 72 84 92 68 52 90 89 55 52 59 52 1162 52 55 70 419 54
internal_value=0 0.00503864 0.00533488 0.0016347 0.00264176 0.00366041 0.00221839 0.00142852 0.0054679 0.00564117 0.00508565 0.00301929 0.00301634 0.00572336 0.00567359 0.00561665 0.00634182 0.00522256 0.00529247 0.00521099 0.00113803
internal_weight=0 2609 2322 333 287 156 256 131 2196 1511 685 147 126 1421 1325 1221 104 596 544 489 109
internal_count=2942 2609 2322 333 287 156 256 131 2196 1511 685 147 126 1421 1325 1221 104 596 544 489 109
is_linear=0
shrinkage=0.0024518


Tree=863
num_leaves=32
num_cat=0
split_feature=3 3 43 42 3 16 43 16 3 52 160 160 48 3 42 43 42 11 43 3 51 42 3 43 3 48 3 52 42 3 3
split_gain=721.264 232.399 189.405 88.7299 84.5815 67.8784 59.6446 37.8758 37.5734 29.5833 16.6277 16.3942 14.7755 12.1945 15.339 9.00213 8.91029 11.8301 9.35248 7.13612 6.23763 5.44251 11.3181 5.08804 4.97653 4.59286 4.42975 3.98432 3.00992 1.21101 0.246527
threshold=-0.053364999999999996 0.30863500000000005 -0.033049999999999989 -1.0000000180025095e-35 0.11745500000000002 -0.39761999999999992 0.0049250000000000014 0.0060400000000000011 -0.14088999999999999 -0.51296999999999993 0.019875 -0.010599999999999998 0.084855000000000014 -0.11151499999999999 0.09747500000000002 -0.084629999999999997 0.10732000000000001 1.0000000180025095e-35 0.0031350000000000002 -0.085674999999999987 0.093070000000000014 -0.0022699999999999999 -0.080914999999999987 -0.016434999999999995 0.14029000000000003 0.081890000000000004 -0.080349999999999991 0.029970000000000007 0.087005000000000013 -0.07929499999999999 0.083395000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 6 8 11 16 -1 19 15 -4 30 -11 28 -5 17 18 20 -9 23 26 -23 -7 -6 -3 -20 -18 -15 -30 -13
right_child=1 25 4 10 24 7 -8 9 -10 13 -12 12 -14 14 -16 -17 27 -19 21 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31 -32
leaf_value=0.0025696137500744965 0.0041459655990700173 -0.00039141559322414249 0.0058839533959119941 9.2523002382131732e-05 0.0020440653338575387 0.0053598959465325198 0.002984834783427349 0.0057293513435073256 0.0046098786037817967 0.0035447521735329402 0.0020511780344518744 0.0052882920259498716 0.0038483856891356398 0.0044476462213478432 0.0035478269418211953 0.001176066712709103 0.0045689616498819502 0.0062902177982448824 0.0056684103345723026 0.0049151811139024554 0.0048473625155447345 0.0039180205519704133 0.0052148794117028371 0.0056991177309411714 0.0029246205733384307 0.00043533768990019166 0.0048757567293668215 0.005243902331143315 0.005214217801971714 0.0047924212920765 0.0050658225385523869
leaf_weight=70 56 62 79 52 57 598 77 95 91 75 67 54 56 81 58 95 94 59 62 95 77 53 67 291 56 56 63 66 53 75 52
leaf_count=70 56 62 79 52 57 598 77 95 91 75 67 54 56 81 58 95 94 59 62 95 77 53 67 291 56 56 63 66 53 75 52
internal_value=0 0.00271786 0.00317521 0.00180077 0.00403617 0.00502965 0.00458885 0.00513687 0.00372295 0.00465985 0.00118697 0.00510124 0.00471941 0.00429171 0.00450144 0.000792924 0.00531432 0.00537311 0.00532841 0.00532238 0.00542128 0.00496218 0.00464229 0.00547096 0.00248064 7.52581e-07 0.00526909 0.00484751 0.00476598 0.00496725 0.00517937
internal_weight=0 819 701 270 431 2123 318 1962 161 532 214 241 162 342 267 147 1430 1270 1211 190 966 245 120 889 113 118 125 160 209 128 106
internal_count=2942 819 701 270 431 2123 318 1962 161 532 214 241 162 342 267 147 1430 1270 1211 190 966 245 120 889 113 118 125 160 209 128 106
is_linear=0
shrinkage=0.00209259


Tree=864
num_leaves=22
num_cat=0
split_feature=4 131 376 15 48 0 0 15 49 15 4 48 1213 1375 160 49 15 403 49 49 4
split_gain=19.2229 7.18833 7.07741 5.20617 9.31575 11.28 8.57009 10.7972 10.8995 5.19124 5.50299 3.24726 3.03987 3.10451 1.77903 1.78177 2.95465 1.44348 1.288 1.12601 0.720103
threshold=0.31392000000000003 0.064640000000000017 0.076485000000000011 -0.097794999999999979 0.093225000000000016 -0.05226999999999999 -0.10934999999999999 0.084685000000000024 -1.0000000180025095e-35 -0.46645999999999993 0.42118000000000005 0.084565000000000015 -0.082254999999999981 -0.030214999999999995 0.085460000000000022 0.090365000000000015 -0.14773499999999998 -0.083219999999999975 -0.0086549999999999978 0.098445000000000019 0.0047050000000000008
decision_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 14 6 20 7 8 -5 -2 -11 12 17 -14 15 16 -1 -8 -4 -17 -6
right_child=1 -3 18 4 5 -7 11 -9 -10 10 -12 -13 13 -15 -16 19 -18 -19 -20 -21 -22
leaf_value=0.0040456088378764054 0.0018751326069140744 -0.0017679053393500543 -0.00034855524333624071 0.0010890876652574679 0.0020128615863018954 -0.0019322928799952431 0.0034587401322608785 0.0026467415986029543 -0.0024886125794880338 0.0012329008421840468 -0.0010058946367671076 0.0033032734980518626 0.00327471395263441 0.0018315662626435083 0.0036755088195458635 0.0011827560407677573 0.0022081157746037376 0.0023483924480011253 0.00099232649578870282 0.0024207171549076997 0.0010024500577802097
leaf_weight=53 87 57 57 83 55 54 62 72 53 77 91 74 59 1486 53 52 90 161 52 61 53
leaf_count=53 87 57 57 83 55 54 62 72 53 77 91 74 59 1486 53 52 90 161 52 61 53
internal_value=0 0.000210568 0.00182891 0.00189539 0.00179062 0.000367243 0.00190306 0.00071665 -0.000304679 0.000653073 1.98283e-05 0.002037 0.00198396 0.00188672 0.00264524 0.00243169 0.0028896 0.00265739 0.000290528 0.00185162 0.00151762
internal_weight=0 312 2630 2521 2212 162 2050 208 136 255 168 1842 1768 1545 309 256 143 223 109 113 108
internal_count=2942 312 2630 2521 2212 162 2050 208 136 255 168 1842 1768 1545 309 256 143 223 109 113 108
is_linear=0
shrinkage=0.00616352


Tree=865
num_leaves=22
num_cat=0
split_feature=1 1 0 123 123 0 16 47 1 1 0 0 1 16 0 16 0 16 16 133 43
split_gain=810.783 151.851 77.7722 80.6701 57.0502 38.5196 57.3781 32.2319 27.7304 16.9138 27.7251 17.2717 15.8865 15.7068 11.3236 10.7462 10.2097 9.43095 6.48487 6.31747 5.31585
threshold=0.10509 0.13612500000000002 -0.12368999999999998 0.081180000000000016 0.080635000000000012 -0.061204999999999989 0.08215500000000002 0.082465000000000024 0.081540000000000015 0.095920000000000019 -0.14259999999999998 -0.10594499999999998 0.15190500000000004 -0.067654999999999979 -0.22480499999999998 0.044620000000000007 -0.084914999999999977 -0.39761999999999992 -0.28430999999999995 0.11524500000000001 -0.081139999999999976
decision_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 18 7 5 9 -7 13 -8 10 14 -12 17 -4 -1 19 -11 -3 -2 -13 -17
right_child=1 12 3 -5 -6 6 8 -9 -10 16 11 15 -14 -15 -16 20 -18 -19 -20 -21 -22
leaf_value=0.0064357665655781372 0.0032694154165790672 0.0016937594722050142 0.0037958928110955513 0.0027417965231378498 0.0044683774335057833 0.0039905367977499592 0.0053028908757710947 0.0061561238709695217 0.0068985103205856154 0.0047803391613788137 0.0053584121727611959 0.0063753311535764533 0.0010031679742063147 0.0051724656580412233 0.0075631421999844146 0.0061534947681031373 0.0060357147441882156 0.0028913131515342959 0.0024056389058732864 0.006013799260224266 0.0054850973878903895
leaf_weight=64 73 56 59 72 91 84 100 94 85 52 98 1156 64 86 92 97 58 55 74 250 106
leaf_count=64 73 56 59 72 91 84 100 94 85 52 98 1156 64 86 92 97 58 55 74 250 106
internal_value=0 0.00344362 0.00406478 0.00464611 0.00606167 0.00612633 0.00539744 0.0052197 0.00603613 0.00622569 0.00627192 0.00619617 0.00181782 0.00461249 0.00710077 0.00624718 0.00544246 0.00228734 0.00283474 0.00631106 0.00580459
internal_weight=0 633 458 311 2333 2242 269 239 185 1973 1863 1707 175 145 156 1609 110 111 147 1406 203
internal_count=2966 633 458 311 2333 2242 269 239 185 1973 1863 1707 175 145 156 1609 110 111 147 1406 203
is_linear=0
shrinkage=0.00205156


Tree=866
num_leaves=26
num_cat=0
split_feature=1 2 11 0 3 0 0 1 3 0 0 49 49 51 39 0 133 15 3 0 159 158 2 2 2
split_gain=15.7616 9.13637 15.4737 8.32149 7.84958 5.74072 11.0918 5.70298 10.4315 25.2317 6.36532 5.80802 5.01841 5.46302 5.62559 5.9302 4.05107 6.5467 4.9938 3.51253 3.13841 3.36007 2.03477 2.55364 2.86788
threshold=0.11690500000000002 0.092320000000000013 0.079700000000000007 -0.12851999999999997 -0.13117499999999996 -0.14259999999999998 -0.10298499999999998 0.088470000000000007 -0.022704999999999996 0.064400000000000013 0.056895000000000008 -0.05529499999999999 -0.045154999999999994 -0.094084999999999988 0.084950000000000012 -0.049024999999999992 0.087045000000000025 -0.089604999999999976 -0.016814999999999997 -0.14755499999999996 0.011235000000000002 0.084900000000000017 0.094010000000000024 0.097005000000000022 0.11543500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 -6 -7 10 9 -9 20 -10 -5 -14 15 -15 18 -18 -8 -13 22 -22 -3 -24 -25
right_child=3 7 -4 12 5 6 16 8 11 -11 -12 19 13 14 -16 -17 17 -19 -20 -21 21 -23 23 24 -26
leaf_value=-4.234790449782712e-05 -0.001306791819406575 0.00067552666781281153 0.004952012801857592 -0.00070946238264513314 0.0036637484876662139 -0.00076989583556609997 0.0021593298553705116 -0.0033106724252841219 0.0032569398228705173 0.0023558480275353939 -0.0003639471398465163 5.0187460602925556e-06 -0.00035225256731550973 0.0040662811468582614 0.00060551229388201475 0.0012440458741803549 -0.00041332331626990415 0.001860423487066934 0.0037928327931349664 0.0020327912098687521 0.0038785070193249863 0.0017513090442642673 0.0026907496976130837 0.0011383280947805084 0.0023939081651988335
leaf_weight=68 75 70 66 55 77 52 912 64 52 52 52 74 56 56 83 53 53 360 74 54 52 57 90 212 97
leaf_count=68 75 70 66 55 77 52 912 64 52 52 52 74 56 56 83 53 53 360 74 54 52 57 90 212 97
internal_value=0 0.00181612 0.00208419 0.000494929 0.00196555 0.00205495 0.00196953 0.00133493 0.000642747 -0.000769952 0.00166005 0.00155351 0.000941113 0.00130743 0.00179184 0.00269459 0.0020714 0.00156848 0.00228199 0.000860989 0.00184225 0.00276671 0.00162725 0.00179406 0.00153268
internal_weight=0 2588 1662 378 1596 1528 1451 926 296 116 630 180 303 248 192 109 1399 413 986 128 578 109 469 399 309
internal_count=2966 2588 1662 378 1596 1528 1451 926 296 116 630 180 303 248 192 109 1399 413 986 128 578 109 469 399 309
is_linear=0
shrinkage=0.00604267


Tree=867
num_leaves=15
num_cat=0
split_feature=3 123 149 13 14 3 13 15 3 1209 133 155 40 42
split_gain=11.9689 7.70489 11.0902 5.78131 4.66768 8.03493 16.6361 19.4719 3.68574 3.31663 3.76769 3.69625 4.68141 3.51137
threshold=0.3148450000000001 0.085705000000000017 0.079475000000000004 -0.0099999999999999985 0.064610000000000015 -0.10175499999999998 0.064420000000000019 -0.042209999999999991 -0.18945499999999996 0.083050000000000013 0.058050000000000011 0.08024000000000002 -0.084924999999999987 0.084755000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 6 7 -1 -8 11 -11 12 -7 -13
right_child=-2 3 -4 -5 -6 9 8 -9 -10 10 -12 13 -14 -15
leaf_value=0.0013254961988735472 -0.00071055766147915824 0.00092184437223969133 0.0039474581137616191 -0.0014537369811453119 0.0026657997618001195 -0.00031929089687658663 0.00076926719933169288 -0.0033303461832222296 0.0024019192475079314 0.0030973033530149337 0.0012922506989580293 0.0033783070136332491 0.0013984977228730219 0.0014632332541187119
leaf_weight=56 95 103 59 52 95 55 96 66 91 87 71 61 1910 69
leaf_count=56 95 103 59 52 95 55 96 66 91 87 71 61 1910 69
internal_value=0 0.0013844 0.00145628 0.000124475 0.00140094 0.00135401 0.000475441 -0.00119273 0.0015641 0.00147448 0.00228656 0.00141321 0.00135039 0.00236232
internal_weight=0 2871 2716 155 2657 2562 309 122 187 2253 158 2095 1965 130
internal_count=2966 2871 2716 155 2657 2562 309 122 187 2253 158 2095 1965 130
is_linear=0
shrinkage=0.00580803


Tree=868
num_leaves=10
num_cat=0
split_feature=1 1348 49 40 12 13 11 12 1
split_gain=8.33967 5.90541 6.63015 3.98195 4.33552 5.92735 3.72787 11.4438 5.08625
threshold=0.14860500000000001 0.085630000000000012 -0.15447499999999997 0.0045850000000000005 -0.096659999999999982 -0.17030499999999998 0.079700000000000007 0.098595000000000016 0.10575500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 8 -8 -7
right_child=-2 -3 3 -5 5 6 7 -9 -10
leaf_value=0.003549203715361562 -0.001027225796766458 -0.00076550733061067047 0.0034506728805067956 -0.00049814405164261386 -0.000331819863223933 0.0015084945209193385 0.003974578253270012 -0.00014047318130165629 0.00053643747874978901
leaf_weight=73 73 62 52 55 97 2095 97 52 310
leaf_count=73 73 62 52 55 97 2095 97 52 310
internal_value=0 0.0013952 0.00144254 0.00138676 0.00142514 0.00138538 0.00145063 0.00253795 0.00138323
internal_weight=0 2893 2831 2758 2703 2651 2554 149 2405
internal_count=2966 2893 2831 2758 2703 2651 2554 149 2405
is_linear=0
shrinkage=0.00707995


Tree=869
num_leaves=29
num_cat=0
split_feature=1 2 1 4 4 2 0 2 15 0 14 4 4 0 1 43 42 0 15 15 133 42 43 42 4 0 43 15
split_gain=642.72 129.782 77.5892 92.6295 67.756 54.2059 38.1902 50.2294 25.8092 21.7348 20.7435 13.9056 13.6869 13.3561 14.5217 12.0529 11.6149 9.82268 23.5516 9.40728 7.81678 7.79068 6.60994 4.75753 4.65521 4.77569 3.5213 2.9097
threshold=0.11690500000000002 0.095850000000000005 0.088470000000000007 -0.17568999999999999 0.27998000000000006 0.14073000000000005 -0.074249999999999997 -1.0000000180025095e-35 -0.43091499999999999 -0.016414999999999996 0.064610000000000015 -0.008454999999999999 0.62207500000000004 -0.14164999999999997 0.10684 -0.06538999999999999 0.085495000000000015 -0.11073999999999999 -0.097794999999999979 -0.010414999999999999 0.39024000000000009 0.086555000000000007 -0.076744999999999994 0.085790000000000019 0.0033150000000000007 -0.087359999999999979 0.25270000000000009 -0.076929999999999985
decision_type=2 2 2 2 2 2 2 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 15 10 -8 12 11 17 19 -6 14 -5 -2 -9 18 -1 -3 -18 23 -13 26 25 -23 -19 -24
right_child=4 2 3 13 8 -7 7 16 -10 -11 -12 22 -14 -15 -16 -17 20 21 -20 -21 -22 24 27 -25 -26 -27 -28 -29
leaf_value=0.0050431488327742011 0.0027542908774486441 0.0052051490331596973 0.0045917799347641591 0.003253299371317229 0.0024518888061618488 0.0012371106153900972 0.0026806082480846402 0.0049206155530282462 0.0005878145438280479 0.0032324650587132499 0.0055383599187920065 0.0044234323877169086 0.0012228879106276744 0.0018056057303798463 0.0021171764965148328 0.0038117050294358902 0.0035743386418017925 0.0047922045329834651 0.003570210541486118 0.0043696206517432447 0.0044585742322788783 0.0049255458744621051 0.0040896723323803697 0.0052597191779855208 0.0041120993537806343 0.004495130251888458 0.0043558889502952241 0.0035984050260730424
leaf_weight=56 60 67 81 73 53 52 65 81 91 62 82 90 54 69 61 68 52 727 75 99 69 99 68 61 70 344 60 77
leaf_count=56 60 67 81 73 53 52 65 81 91 62 82 90 54 69 61 68 52 727 75 99 69 99 68 61 70 344 60 77
internal_value=0 0.00434976 0.00374613 0.00303949 0.00195331 0.00271567 0.00459467 0.0039939 0.00126017 0.00417954 0.00469657 0.00432592 0.00183182 0.00242001 0.00273625 0.00331619 0.0044164 0.0046503 0.0042 0.00470696 0.00407872 0.00469362 0.00405668 0.00479501 0.004526 0.00459136 0.00475896 0.00382892
internal_weight=0 2588 747 284 378 180 1841 267 198 463 1574 401 107 203 134 128 202 1492 131 166 121 1361 235 848 513 443 787 145
internal_count=2966 2588 747 284 378 180 1841 267 198 463 1574 401 107 203 134 128 202 1492 131 166 121 1361 235 848 513 443 787 145
is_linear=0
shrinkage=0.00171665


Tree=870
num_leaves=18
num_cat=0
split_feature=2 30 42 149 51 13 0 0 13 16 2 0 2 13 475 42 13
split_gain=10.3273 7.9729 6.64836 6.04949 5.7297 10.4983 5.38857 5.10874 4.96344 4.46959 4.01834 8.5874 6.81606 6.10782 4.42897 2.73203 2.19463
threshold=0.14073000000000005 0.086055000000000006 0.095935000000000006 0.079475000000000004 0.078960000000000016 0.036560000000000002 -0.09633499999999999 0.12469500000000001 -0.083199999999999982 -0.094854999999999981 0.093320000000000014 -0.14606999999999998 0.095965000000000009 -0.094609999999999986 -0.087429999999999994 0.084360000000000004 -0.27740999999999993
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 7 6 9 10 -8 -6 11 -1 -12 -14 -13 -10 -2
right_child=2 -3 -4 -5 5 -7 8 -9 15 -11 12 14 13 -15 -16 -17 -18
leaf_value=0.0034889619630223659 -0.00034731898900913815 -0.00069358715841341451 0.0013458367083660607 0.0032160903392460132 0.001201906257856768 -0.001701434404049993 0.0030687467846881394 0.0029643388511961417 0.0019392212812284193 -0.001138710452948627 -0.00069752127037103534 -0.00022670998349747209 -0.00059364314564209217 0.0014028098169881775 0.0014962024954987762 0.00012733291220000663 -0.0021397769797305262
leaf_weight=81 52 75 59 64 63 63 66 78 60 61 82 59 65 554 1402 67 52
leaf_count=81 52 75 59 64 63 63 66 78 60 61 82 59 65 554 1402 67 52
internal_value=0 0.00128871 -0.000306286 0.0013425 0.00129808 0.0005962 0.00105304 0.00141297 0.00169717 4.99432e-05 0.00135899 0.00153496 0.000971814 0.00119306 0.00142658 0.000983861 -0.00124418
internal_weight=0 2840 163 2765 2701 380 317 2321 193 124 2243 1542 701 619 1461 127 104
internal_count=3003 2840 163 2765 2701 380 317 2321 193 124 2243 1542 701 619 1461 127 104
is_linear=0
shrinkage=0.00616352


Tree=871
num_leaves=24
num_cat=0
split_feature=2 2 3 2 457 15 0 15 0 3 3 2 0 1456 3 0 3 3 42 0 3 1446 0
split_gain=486.491 168.921 109.47 70.9837 91.6849 57.0471 71.7731 53.4728 20.3887 19.0291 26.5725 18.9382 14.2861 11.9943 9.39196 17.2852 8.05379 11.3896 7.10814 6.00456 5.96656 5.02067 1.77871
threshold=0.11454500000000002 -1.0000000180025095e-35 0.28833000000000003 0.093320000000000014 0.059100000000000007 -0.11739999999999999 -0.084114999999999981 -0.040504999999999992 -0.06612999999999998 -0.046079999999999989 0.0012800000000000001 0.14132000000000003 -0.070664999999999992 0.078920000000000018 0.093925000000000022 -0.14920999999999998 -0.14326499999999995 -0.091204999999999981 0.084185000000000024 -0.063509999999999983 -0.067814999999999986 0.088645000000000015 -0.094299999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 13 9 12 -7 8 -1 16 -11 20 -2 14 15 -3 -5 -18 -15 21 -8 -17 -19
right_child=2 3 -4 4 -6 6 11 -9 -10 10 -12 -13 -14 18 -16 19 17 22 -20 -21 -22 -23 -24
leaf_value=0.002673213012396205 0.0021465944088779653 0.00583814369975145 5.0099837930127298e-05 0.0051922521782099117 0.0018167414343763148 0.0011702727835898119 0.0040229332042972321 0.0041087449542675713 0.0010031051893012051 0.0027523293063104687 0.0045207087284719581 0.0028891189723580552 0.00074506507397476994 0.0061749543642701851 0.0040578198737087909 0.0048813101076092894 0.003566407305820812 0.0043088579933506701 0.0051795009265671642 0.0043379805779067779 0.0049595060384288294 0.0054679311464289363 0.0047478095457825177
leaf_weight=75 86 91 89 95 70 54 74 83 60 67 92 52 54 53 58 1228 52 54 87 89 54 71 215
leaf_count=75 86 91 89 95 70 54 74 83 60 67 92 52 54 53 58 1228 52 54 87 89 54 71 215
internal_value=0 0.004557 0.00217792 0.00472568 0.00412371 0.00268421 0.00332909 0.00276032 0.00193111 0.00440452 0.00377569 0.00397661 0.00160617 0.00495719 0.00490258 0.00493569 0.00464481 0.00448273 0.00555651 0.00487651 0.00441823 0.00491339 0.00465978
internal_weight=0 2540 463 2322 645 374 234 218 135 575 159 180 140 1677 1537 1479 416 321 140 1388 128 1299 269
internal_count=3003 2540 463 2322 645 374 234 218 135 575 159 180 140 1677 1537 1479 416 321 140 1388 128 1299 269
is_linear=0
shrinkage=0.00213444


Tree=872
num_leaves=22
num_cat=0
split_feature=4 480 51 2 50 50 147 16 51 484 40 2 2 159 159 4 2 2 1446 1456 156
split_gain=11.0625 4.88198 6.40754 4.76505 4.12494 6.6457 3.95558 5.17496 3.42619 3.3141 3.14895 4.19565 5.74115 2.99169 5.44288 2.72559 3.13875 2.46154 2.11739 1.23963 1.09847
threshold=0.27258000000000004 0.056320000000000009 0.089040000000000022 0.13966500000000001 0.088585000000000011 0.12170000000000002 1.0000000180025095e-35 -0.0048749999999999991 -0.4244949999999999 0.086505000000000012 -0.076799999999999993 0.092385000000000009 0.11523000000000001 0.11287500000000002 0.085545000000000024 -0.0086549999999999978 0.093595000000000025 0.091105000000000005 0.084075000000000025 0.086010000000000017 0.083785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 10 15 -6 8 -8 -1 13 -2 -12 -13 14 -10 16 -4 20 -3 -20 -11
right_child=3 18 4 -5 5 -7 7 -9 9 17 11 12 -14 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.0032949735192138612 0.0022729965955553492 0.0034022252363650582 -0.00088545875392704351 -0.0013204737035637567 0.0027983391900247819 -0.00034951014846080705 0.0018770792439533886 -0.0013934012249195668 0.0014768627293752358 0.001284067534732136 -0.0011915689904792278 0.0029425221517071854 -0.00016395392271630361 -0.00016683521648040296 0.0030734723998313723 -0.0016888912029499388 0.001591543707746152 0.003809230745850298 0.0027064831647481383 0.0011171824920524411 0.0027036113748568785
leaf_weight=70 53 103 56 87 81 66 52 53 1601 61 71 52 85 54 125 53 55 60 54 53 58
leaf_count=70 53 103 56 87 81 66 52 53 1601 61 71 52 85 54 125 53 55 60 54 53 58
internal_value=0 0.00156913 0.00147648 0.000172138 0.000488355 0.00138448 0.00162045 0.000225516 0.0016926 0.0016353 0.000669977 0.000261137 0.00101457 0.00153912 0.00159254 -0.000314403 0.000341176 0.00259133 0.00264737 0.00191999 0.00197661
internal_weight=0 2655 2445 348 311 147 2134 105 2029 1959 261 208 137 1780 1726 164 111 179 210 107 119
internal_count=3003 2655 2445 348 311 147 2134 105 2029 1959 261 208 137 1780 1726 164 111 179 210 107 119
is_linear=0
shrinkage=0.00736598


Tree=873
num_leaves=28
num_cat=0
split_feature=1 1 3 124 4 2 2 0 1 3 1 51 4 1 0 0 457 2 1 1 51 2 3 43 43 0 2
split_gain=942.469 180.175 99.4293 66.5209 45.1862 43.5471 41.3617 22.2409 39.4298 18.87 14.3782 13.4129 12.6713 21.3838 20.543 10.3091 9.70606 18.0201 8.88908 7.18888 7.08839 5.97155 5.50631 3.22241 3.20043 1.93027 1.07808
threshold=0.10442000000000001 0.12988000000000002 -0.044539999999999989 -1.0000000180025095e-35 0.31392000000000003 0.11504500000000002 0.093470000000000011 -0.14920999999999998 0.081905000000000019 0.097775000000000015 0.14684500000000003 -0.09021499999999999 -0.013125 0.077020000000000019 -0.046614999999999997 -0.064994999999999983 0.079020000000000021 0.11523000000000001 0.089455000000000021 0.11097000000000001 0.096880000000000008 0.08487500000000002 -0.083574999999999997 -0.0068849999999999996 0.041625000000000002 -0.091399999999999995 0.11152000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 -3 19 7 8 -5 12 -6 -9 13 14 26 23 17 -4 20 -2 21 -13 -20 25 -24 -14 -8
right_child=1 4 16 6 10 -7 9 11 -10 -11 -12 18 15 -15 -16 -17 -18 -19 22 -21 -22 -23 24 -25 -26 -27 -28
leaf_value=0.0045000677626976368 0.005338234581560122 0.0029797642708237104 0.0040527199646038948 0.0088097305816409992 0.0015892371115997647 0.003573861345117529 0.0064701568046997273 0.0056253231100294549 0.006268395009424923 0.0047350596986727063 0.00018366652344306778 0.0068260782215963604 0.0057081006725635359 0.0073970347991244526 0.0048189960603101057 0.0047687734088593921 0.0023608542159259597 0.0026836142575809418 0.0055389613091054151 0.0063007711359219605 0.0057951147752554489 0.0064845545871544561 0.006450930078848287 0.0054864442257144567 0.0058511439179087764 0.0062215808178864053 0.0060831670438089231
leaf_weight=100 67 95 100 53 90 53 118 92 64 65 56 397 57 65 55 52 52 84 58 83 53 642 166 80 58 96 52
leaf_count=100 67 95 100 53 90 53 118 92 64 65 56 397 57 65 55 52 52 84 58 83 53 642 166 80 58 96 52
internal_value=0 0.00332365 0.00415402 0.00623791 0.00181096 0.00527136 0.00631608 0.00650503 0.0074198 0.00584866 0.00105027 0.00643201 0.00597451 0.0062956 0.00597731 0.0056477 0.00319282 0.00342782 0.00648601 0.00587099 0.0065753 0.00661507 0.00614017 0.00584376 0.00629573 0.00603044 0.00635192
internal_weight=0 680 439 2323 241 203 2223 1583 117 640 146 1466 575 290 225 285 236 184 1374 150 1092 1039 282 233 224 153 170
internal_count=3003 680 439 2323 241 203 2223 1583 117 640 146 1466 575 290 225 285 236 184 1374 150 1092 1039 282 233 224 153 170
is_linear=0
shrinkage=0.00217713


Tree=874
num_leaves=22
num_cat=0
split_feature=1 1 457 16 12 160 42 155 4 16 16 41 11 42 159 159 159 159 42 16 1
split_gain=14.3579 6.28125 8.09322 6.78723 4.97245 7.7289 7.17626 4.47224 4.5066 3.39225 2.86333 2.7003 6.61882 2.64689 3.69522 6.2142 3.25965 2.96656 1.56629 1.45524 0.70307
threshold=0.13699000000000003 0.089625000000000024 0.079020000000000021 -0.011694999999999999 -0.083979999999999985 0.035095000000000008 0.081180000000000016 0.10222000000000002 -0.084314999999999987 0.0054050000000000009 -0.061714999999999992 0.084515000000000021 1.0000000180025095e-35 -0.107055 0.089285000000000017 0.051140000000000012 0.10392000000000001 -0.26307999999999993 0.084185000000000024 -0.076909999999999992 0.14602500000000004
decision_type=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 7 -3 8 -6 -10 20 12 13 19 15 17 -16 -15 -18 -1 -2
right_child=10 2 3 -5 5 -7 -8 -9 9 -11 -12 -13 -14 14 16 -17 18 -19 -20 -21 -22
leaf_value=0.0016402300313339054 -0.00061220589255619616 -0.0011974883661229451 0.00060922050274470107 -0.0020747798139624752 -0.00077628652160684989 0.0028079107219534855 0.0014539026874159804 0.0021949809827084858 0.0012535138196669718 0.00012460872672454085 0.00047107057960897255 0.00013217150282390211 0.0030728279412792826 0.0002201217880134394 0.0031962590226528803 -0.00044306639771868919 0.00086736385033632003 0.0013711827139268014 0.0022422744268590995 0.0029133106995297667 -0.0015512601354106224
leaf_weight=67 52 71 74 52 52 89 62 89 367 113 61 52 78 77 59 69 56 1307 52 52 52
leaf_count=67 52 71 74 52 52 89 62 89 367 113 61 52 78 77 59 69 56 1307 52 52 52
internal_value=0 0.00121992 0.000847726 -0.00049798 0.00104894 0.00123821 3.80414e-05 0.00101315 0.000815326 0.000987877 -0.000507666 0.00141286 0.00144948 0.00137663 0.00131632 0.00122403 0.00211899 0.00130719 0.00152992 0.00219705 -0.00108232
internal_weight=0 2838 969 126 843 710 133 621 532 480 165 1869 1817 1739 1620 1453 167 1384 108 119 104
internal_count=3003 2838 969 126 843 710 133 621 532 480 165 1869 1817 1739 1620 1453 167 1384 108 119 104
is_linear=0
shrinkage=0.00569414


Tree=875
num_leaves=21
num_cat=0
split_feature=2 3 148 49 124 160 3 47 156 1429 11 14 3 49 12 160 0 2 12 16
split_gain=11.4341 5.98483 8.46755 5.94173 6.46318 4.07469 5.28802 4.12606 5.36087 4.07002 3.90802 5.1974 3.29693 3.23852 3.99449 3.94651 3.20974 2.40796 2.01274 0.918553
threshold=0.25063000000000007 -0.066789999999999974 -0.065214999999999981 -0.073139999999999983 -1.0000000180025095e-35 -0.24397499999999997 0.41110500000000005 0.085165000000000018 0.083125000000000018 0.084895000000000012 0.094115000000000018 0.026890000000000004 -0.086659999999999987 -0.011165 0.083785000000000012 -0.53327999999999987 -0.09633499999999999 0.084535000000000013 0.08486500000000001 -0.061024999999999989
decision_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 -4 -5 7 8 -7 10 11 13 -11 16 17 -16 -1 -15 -18 -9
right_child=-2 2 3 5 -6 6 -8 19 -10 12 -12 -13 -14 14 15 -17 18 -19 -20 -21
leaf_value=-0.0008917189857148626 -0.0018485349521205445 -0.0016621632797676786 0.00047429222119457651 0.0022631099692474693 0.0033323264019448273 -0.00036099562841465481 0.0023655867712965226 0.0018391251670250477 0.0013072007013073821 0.0034808138286118568 -0.00039496323273184754 0.0030083758125627478 0.0014309722559054047 0.0034366047296425532 -0.00041517344915291366 0.0012706343033737698 9.0600329202939343e-05 0.0015378730732491471 0.0016227369129583385 0.00071900029774774022
leaf_weight=53 53 58 56 53 71 354 52 63 97 58 58 65 67 52 57 1439 62 54 75 54
leaf_count=53 53 58 56 53 71 354 52 63 97 58 58 65 67 52 57 1439 62 54 75 54
internal_value=0 0.00109765 0.000656959 0.000825179 0.00207262 0.000589679 0.000446519 0.000270711 -2.05513e-06 0.00128297 0.00121115 0.00126135 0.00238264 0.00119795 0.00129001 0.00120636 0.000421376 0.00246996 0.000929851 0.00132272
internal_weight=0 2898 858 800 127 673 620 568 451 2040 1915 1857 125 1792 1602 1496 190 106 137 117
internal_count=2951 2898 858 800 127 673 620 568 451 2040 1915 1857 125 1792 1602 1496 190 106 137 117
is_linear=0
shrinkage=0.00628679


Tree=876
num_leaves=12
num_cat=0
split_feature=9 10 149 39 1 3 0 16 51 0 3
split_gain=6.54886 9.26357 6.24956 5.53556 6.47378 6.33235 5.40803 4.46124 6.52509 5.65419 3.91131
threshold=-1.0000000180025095e-35 -0.11133 0.079475000000000004 0.10096000000000001 0.12545500000000001 0.110335 -0.073104999999999989 0.24624500000000002 -0.004559999999999999 -0.13955999999999996 0.14813000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 7 -6 9 -9 -3 -7
right_child=1 2 -4 -5 6 10 -8 8 -10 -11 -12
leaf_value=-0.00075561548191578111 -0.0016122763987386835 0.00018882357152119343 0.0031147193391754479 -0.00054348847308043503 0.0010185418136231274 -0.0016296842783866531 0.0038875661355442345 0.00085512377111323604 -0.0013947438115082384 0.001285906762426206 0.00081173707386424771
leaf_weight=100 60 236 63 101 54 65 64 234 76 1845 53
leaf_count=100 60 236 63 101 54 65 64 234 76 1845 53
internal_value=0 0.000980988 0.00103676 0.000988749 0.00104769 0.000975816 0.00257523 0.00105028 0.000303314 0.00116152 -0.00053251
internal_weight=0 2851 2791 2728 2627 2509 118 2391 310 2081 118
internal_count=2951 2851 2791 2728 2627 2509 118 2391 310 2081 118
is_linear=0
shrinkage=0.0066716


Tree=877
num_leaves=12
num_cat=0
split_feature=4 0 16 12 0 12 12 15 48 1456 123
split_gain=5.30344 8.92596 5.80255 5.49148 5.94526 5.46158 5.96114 9.95978 7.50503 4.22027 1.14575
threshold=0.51395000000000002 -0.092524999999999982 -0.54239499999999985 0.13936000000000001 0.12583000000000003 -0.11319999999999998 -0.073629999999999987 -0.10271999999999999 -0.087924999999999989 -0.24153499999999997 0.085195000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 7 -7 -8 -10 -9
right_child=1 -3 3 -5 -6 6 8 10 9 -11 -12
leaf_value=-0.0010267814912839983 0.0011241006286731785 -0.0024159880526025755 0.002391019170538731 -0.0010377251677848648 0.0027229099632911824 -0.0023133182066608082 0.0030834708706312408 0.00012635574927833684 0.0024488415219213974 0.00072376302923391281 0.0013963365223511699
leaf_weight=66 52 52 75 59 59 61 52 52 53 2318 52
leaf_count=66 52 52 75 59 59 61 52 52 53 2318 52
internal_value=0 -0.000645323 0.00074361 0.000785649 0.000825195 0.000783126 0.000736504 -0.000374566 0.000812192 0.000762352 0.000761966
internal_weight=0 104 2847 2781 2722 2663 2588 165 2423 2371 104
internal_count=2951 104 2847 2781 2722 2663 2588 165 2423 2371 104
is_linear=0
shrinkage=0.00604267


Tree=878
num_leaves=22
num_cat=0
split_feature=1 3 3 3 39 1 3 2 12 1 0 2 11 1 3 1 12 11 42 12 3
split_gain=646.047 151.178 58.6691 58.6718 54.1185 38.707 27.7084 26.3198 26.1472 20.5531 12.8897 12.6387 18.8116 21.1718 9.74564 8.95307 7.60226 14.5104 11.0143 7.06262 4.65959
threshold=0.10404000000000001 -0.064349999999999991 0.3148450000000001 0.076825000000000018 0.055555000000000007 0.09258000000000001 0.10402500000000002 0.11426500000000002 0.11878500000000002 0.13074500000000003 -0.066574999999999981 0.089795000000000014 1.0000000180025095e-35 0.085605000000000014 0.143375 0.11189500000000001 0.093125000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 0.086260000000000017 -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=4 7 3 9 6 -6 8 10 11 15 -2 16 13 19 -5 -3 17 20 -18 -13 -1
right_child=1 2 -4 14 5 -7 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 18 -19 -20 -21 -22
leaf_value=0.0060614372737644836 0.0062049674307661767 0.0020350123784530156 0.00093483282960597704 0.0045741074403292071 0.0054824755029843891 0.0030288533799131155 0.0042830073459469648 0.0036676259149675838 0.0045341788227475912 0.0013136095673367694 0.0048239568858124242 0.0064309823773495691 0.0069348551262329826 0.0042389269670423954 0.0033422374192957306 0.0032598256228250555 0.0063261716802689308 0.0073392799226337218 0.0051909299810453269 0.0056601694745746882 0.0065001033606432767
leaf_weight=908 56 52 96 83 75 59 54 71 67 84 92 69 62 52 55 75 77 53 103 562 146
leaf_count=908 56 52 96 83 75 59 54 71 67 84 92 69 62 52 55 75 77 53 103 562 146
internal_value=0 0.00326167 0.00250335 0.00293473 0.00579972 0.00440233 0.00588668 0.00480243 0.00592792 0.00218341 0.00534667 0.00597387 0.00573854 0.00562991 0.00408332 0.00275852 0.00611007 0.00618052 0.0056767 0.0057445 0.00612222
internal_weight=0 664 445 349 2287 134 2153 219 2099 211 148 2032 745 683 138 127 1287 1107 180 631 1054
internal_count=2951 664 445 349 2287 134 2153 219 2099 211 148 2032 745 683 138 127 1287 1107 180 631 1054
is_linear=0
shrinkage=0.00226508


Tree=879
num_leaves=10
num_cat=0
split_feature=44 10 48 10 34 41 11 52 159
split_gain=6.04239 5.36247 5.18553 4.26438 7.04302 3.63616 6.60628 2.98372 3.51112
threshold=0.081835000000000019 -0.089679999999999982 0.12370000000000002 -0.010054999999999998 -0.056999999999999988 0.075585000000000013 0.079225000000000004 0.51371000000000011 -0.39962499999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 7 -7 8 -6
right_child=-2 2 -4 4 5 6 -8 -9 -10
leaf_value=-0.00098790552574445759 0.0032129748247404794 0.0029173112859416316 -0.00085899413971555084 -0.0015525168717524466 0.002639988216276186 0.0034174319257596971 0.00028265186068760742 -0.00029953877553252017 0.00092491045700969011
leaf_weight=73 54 53 77 54 59 77 56 93 2355
leaf_count=73 54 53 77 54 59 77 56 93 2355
internal_value=0 0.000869023 0.00091705 0.000966861 0.000928462 0.000979237 0.00209808 0.000919851 0.000966859
internal_weight=0 2897 2824 2747 2694 2640 133 2507 2414
internal_count=2951 2897 2824 2747 2694 2640 133 2507 2414
is_linear=0
shrinkage=0.00694113


Tree=880
num_leaves=21
num_cat=0
split_feature=43 4 13 11 1 2 16 52 43 133 2 155 4 2 16 4 13 43 52 133
split_gain=5.64417 5.70988 5.90784 8.98452 7.39525 9.78267 9.34726 12.8474 4.77939 5.88215 5.6539 3.91074 3.17252 3.70778 5.35601 2.98166 2.85458 2.69715 2.66856 2.51356
threshold=-0.11113499999999998 -0.49269499999999994 0.10553500000000002 0.081565000000000012 0.086005000000000012 1.0000000180025095e-35 -0.23389999999999997 -1.0000000180025095e-35 -0.15961499999999998 0.041800000000000011 0.089025000000000007 0.08024000000000002 -0.111135 0.11934000000000002 0.20277000000000003 0.42405000000000009 -0.007069999999999999 -0.31011999999999995 -0.081429999999999989 0.11192500000000001
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 11 3 4 12 16 15 -8 9 17 -10 -2 -3 14 -14 -7 18 -1 -6 -11
right_child=1 2 -4 -5 5 6 7 -9 10 19 -12 -13 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0028110870709045889 0.0028919901961669743 -0.00060508595912904116 -0.0012369443317660192 0.002770515823987092 0.0018443344489864903 -2.2573311583557406e-05 -0.00042549963842400992 -0.0034835039904525583 0.0010787404454737056 -0.0010090061981715152 0.0035931577392145828 0.00075427827894083152 0.00095814159096276259 0.0023351206259579855 -0.00051998767519853724 0.0017823337196472917 -0.00030625973310915208 0.00095792855548668934 0.00065436458170914933 0.00084325651677958941
leaf_weight=57 68 52 63 70 84 85 184 69 63 54 68 58 1151 64 97 55 90 58 383 53
leaf_count=57 68 52 63 70 84 85 184 69 63 54 68 58 1151 64 97 55 90 58 383 53
internal_value=0 0.000653795 0.000589164 0.000637448 0.000572893 0.000163483 -0.000566434 -0.00125976 0.0014688 0.00092821 0.00238443 0.00190848 0.000857992 0.000916029 0.000843203 0.000686037 0.000678604 0.00187701 0.000868544 -9.09274e-05
internal_weight=0 2573 2447 2384 2314 950 393 253 353 222 131 126 1364 1312 1248 140 557 115 467 107
internal_count=2926 2573 2447 2384 2314 950 393 253 353 222 131 126 1364 1312 1248 140 557 115 467 107
is_linear=0
shrinkage=0.00604267


Tree=881
num_leaves=31
num_cat=0
split_feature=1 2 1 2 1 150 1 42 13 49 13 40 1 1446 13 401 48 1 47 1 130 47 1 133 480 13 402 159 13 15
split_gain=639.49 129.496 71.4605 45.8576 33.3818 31.314 31.2801 28.6048 30.7261 19.7298 18.3642 15.253 17.1554 8.05656 7.58832 7.28391 6.99457 9.75053 5.95175 6.65587 4.59499 3.67311 3.43669 3.25491 3.18741 3.09341 1.94009 1.9094 1.13147 0.287959
threshold=0.10557500000000002 0.11523000000000001 0.12988000000000002 0.097005000000000022 0.13654500000000003 1.0000000180025095e-35 0.089605000000000018 0.073240000000000013 -0.00080499999999999983 -0.0061499999999999992 -0.13871999999999998 -0.0057599999999999986 0.077020000000000019 0.037915000000000011 -0.016759999999999994 0.080710000000000018 0.11928500000000002 0.11925000000000001 0.077735000000000012 0.080320000000000016 1.0000000180025095e-35 0.097435000000000008 0.09772500000000002 0.092215000000000005 0.086995000000000017 -0.081299999999999983 0.094750000000000015 -0.024374999999999997 -0.016319999999999998 -0.073274999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 6 16 11 10 8 -2 -8 -1 -5 14 15 23 18 17 -3 19 -12 -16 -20 25 29 27 -11 -17 -15 -27 -13
right_child=1 4 -4 5 -6 -7 9 -9 -10 22 13 12 -14 24 20 26 -18 -19 21 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0071540034876707865 0.0027841015301164535 0.0027575306066605523 0.0023517754857919322 0.00416355652395265 0.00088073536039695935 0.0034148694800611675 0.0039378369452926628 0.0055810723270030603 0.0048672171113263831 0.0051015423128929283 0.00580584037660493 0.0058084309123397643 0.0062181146439962698 0.0069382538248919387 0.0042601231681457718 0.0065710447726606462 0.0032039349930431536 0.001465169302588197 0.0067114507768975228 0.0052935172679814341 0.0051235379079785448 0.0058728462340504875 0.0049320084880108148 0.0051081431081159163 0.0059419075621235263 0.0055730556212376129 0.0060577799480643468 0.006314458772829698 0.0059702044095795376 0.0055604393186429726
leaf_weight=64 62 71 99 59 103 53 54 98 88 56 772 52 100 52 61 75 52 52 53 158 67 56 56 99 54 102 81 52 62 63
leaf_count=64 62 71 99 59 103 53 54 98 88 56 772 52 100 52 61 75 52 52 53 158 67 56 56 99 54 102 81 52 62 63
internal_value=0 0.00305626 0.00397917 0.00564005 0.0019042 0.00507187 0.00582021 0.00462872 0.00400636 0.00519159 0.00596659 0.00524711 0.0053917 0.0059104 0.00514998 0.00584661 0.00250644 0.00221136 0.00577781 0.00571883 0.00471226 0.00628083 0.0054368 0.00541169 0.00639274 0.00556518 0.0063047 0.00662659 0.00572334 0.00567279
internal_weight=0 625 347 2301 278 554 1747 248 150 330 1417 501 442 1353 342 1195 175 123 1039 930 128 109 276 214 158 220 156 104 164 115
internal_count=2926 625 347 2301 278 554 1747 248 150 330 1417 501 442 1353 342 1195 175 123 1039 930 128 109 276 214 158 220 156 104 164 115
is_linear=0
shrinkage=0.00226508


Tree=882
num_leaves=31
num_cat=0
split_feature=1 3 2 2 12 11 2 2 1 2 40 12 11 2 3 0 0 0 43 133 2 48 42 51 2 3 159 131 12 3
split_gain=633.236 179.438 57.5645 41.0472 31.9576 34.9232 31.9271 36.0186 23.0073 36.9234 15.1268 14.5887 25.5988 11.3876 11.3248 9.73695 9.53064 6.29548 6.24001 5.34926 6.25151 3.78276 3.43297 3.06538 7.15816 2.72051 2.30261 2.23218 2.11398 2.09938
threshold=0.10054 -0.049204999999999992 0.11504500000000002 0.14808000000000002 0.11697000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.10859000000000001 0.086860000000000007 1.0000000180025095e-35 -0.076799999999999993 0.10682000000000001 0.08326500000000002 0.091525000000000009 0.085880000000000012 -0.14920999999999998 -0.073254999999999987 -0.15270499999999995 -0.077849999999999989 0.052120000000000007 0.084360000000000004 0.10057500000000001 0.088125000000000023 0.086950000000000013 0.083885000000000015 -0.082004999999999981 0.082975000000000007 0.089115000000000014 0.087695000000000009 -0.080454999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 11 6 5 8 10 -8 13 16 -3 12 18 19 -9 -7 22 -16 -2 23 -21 26 28 24 -1 -22 29 -24 -10 -15
right_child=1 3 -4 -5 -6 15 7 14 9 -11 -12 -13 -14 21 17 -17 -18 -19 -20 20 25 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0070761565678136174 0.0059704676423976638 0.00315068049457834 0.0034709489546515572 0.0016543476543047703 0.004751625288688199 0.007998607620451308 0.0048792094912750569 0.0024565841406089263 0.0067823379114124891 0.0045559990854839583 0.0015290582444860792 0.0047566798182743075 0.0072007081596105688 0.0062137097960872573 0.0031034672744990849 0.0067407214159751778 0.0052266193059998679 0.0040313730881818841 0.0049442350636948575 0.0055323107448700419 0.0062112690177853853 0.0054931050067628549 0.0062693771919066933 0.0060754530928699285 0.0064600254470183393 0.0066371516679595965 0.006398143864904865 0.0057226370887236274 0.0062368419302159207 0.0058978067662391878
leaf_weight=111 53 53 66 78 71 56 86 61 52 98 52 52 58 157 67 57 55 67 56 53 273 56 62 59 396 94 89 80 93 265
leaf_count=111 53 53 66 78 71 56 86 61 52 98 52 52 58 157 67 57 55 67 56 53 273 56 62 59 396 94 89 80 93 265
internal_value=0 0.00388607 0.00521921 0.00306718 0.00616145 0.00620896 0.00335261 0.00372799 0.00614345 0.00571201 0.00234781 0.00574598 0.00605388 0.00626567 0.00322016 0.0073643 0.0060432 0.00356759 0.00544344 0.00640464 0.00622102 0.00602397 0.00619961 0.00654085 0.00659496 0.00632041 0.0060821 0.00596152 0.00643263 0.00601539
internal_weight=0 749 285 464 2177 2106 386 281 1993 440 105 219 167 1553 195 113 342 134 109 986 420 567 287 566 507 367 511 142 145 422
internal_count=2926 749 285 464 2177 2106 386 281 1993 440 105 219 167 1553 195 113 342 134 109 986 420 567 287 566 507 367 511 142 145 422
is_linear=0
shrinkage=0.00213444


Tree=883
num_leaves=26
num_cat=0
split_feature=1 12 1 52 1 12 41 150 2 2 1 40 457 12 457 13 0 12 2 43 13 15 52 1 12
split_gain=610.487 85.8734 56.1689 55.5549 37.9498 24.1637 18.2418 17.5573 17.7924 17.3384 9.91909 12.2994 9.55105 6.82312 6.67005 10.8567 6.02835 5.64688 4.96322 4.62707 4.1204 4.83844 3.63977 2.75691 4.50726
threshold=0.11374000000000002 0.056995000000000011 0.10123500000000001 -0.23047999999999999 0.13300500000000001 0.10279500000000001 0.075585000000000013 0.083810000000000009 0.099965000000000012 0.11523000000000001 0.15028500000000003 -0.025204999999999995 0.064110000000000014 0.11697000000000002 0.082870000000000013 -0.0021099999999999995 -0.14755499999999996 0.087855000000000003 0.13084500000000002 -1.0000000180025095e-35 -0.09657499999999998 -0.048914999999999993 -1.0000000180025095e-35 0.079440000000000024 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
left_child=1 2 7 -2 9 6 12 8 16 -5 11 -6 17 19 15 -4 -1 23 -11 -7 -19 -22 -18 24 -3
right_child=3 5 14 4 10 13 -8 -9 -10 18 -12 -13 -14 -15 -16 -17 22 20 -20 -21 21 -23 -24 -25 -26
leaf_value=0.0071651288089824476 0.0053626773915609292 0.0072233838220875481 0.00379768776922133 0.0042880876533027126 0.0013144009468301977 0.0062903113193766482 0.0075853841885112462 0.0046804439697426051 0.005182026605910643 0.0022986698982738474 0.00096385122635658132 0.0028225128998931076 0.0055941729658742648 0.0050870994978912138 0.0034347390316256964 0.0052933799439136078 0.0057413022553306301 0.0070063350964657588 0.0033292348043985802 0.0054753367824001264 0.0060109636999925243 0.0064117766526010115 0.0066196205138876144 0.0062248814503616254 0.0066028984508558104
leaf_weight=63 52 84 67 81 54 99 84 64 84 58 52 82 82 84 58 52 53 52 55 74 262 608 63 88 471
leaf_count=63 52 84 67 81 54 99 84 64 84 58 52 82 82 84 58 52 53 52 55 74 262 608 63 88 471
internal_value=0 0.0061357 0.00523148 0.00298462 0.00266084 0.00636492 0.00646918 0.00583386 0.00611444 0.00342174 0.00187551 0.0022239 0.00641224 0.00566259 0.00411846 0.00445149 0.00655185 0.00645509 0.0028005 0.00594186 0.00633147 0.0062911 0.00621855 0.0066323 0.00669686
internal_weight=0 2492 504 434 382 1988 1731 327 263 194 188 136 1647 257 177 119 179 1565 113 173 922 870 116 643 555
internal_count=2926 2492 504 434 382 1988 1731 327 263 194 188 136 1647 257 177 119 179 1565 113 173 922 870 116 643 555
is_linear=0
shrinkage=0.0024518


Tree=884
num_leaves=28
num_cat=0
split_feature=4 3 150 10 4 0 0 3 0 41 0 52 4 14 4 0 156 49 0 4 0 1446 401 42 4 1212 403
split_gain=628.396 252.249 110.724 50.4614 39.2492 33.1328 31.9671 26.7811 26.5073 25.125 16.2767 22.0713 14.4762 13.9858 12.8478 11.9308 10.1908 8.88835 7.16417 6.76496 5.37709 4.86476 5.55773 1.55255 1.24312 0.906966 1.37871
threshold=0.31392000000000003 -0.064349999999999991 0.089155000000000012 -1.0000000180025095e-35 -0.39175499999999991 -0.074249999999999997 -0.22745499999999999 -0.079774999999999985 -0.14043999999999998 0.075585000000000013 -0.044434999999999995 -0.046194999999999993 -0.082274999999999987 -0.10523499999999998 -0.014854999999999998 -0.10726999999999999 0.050840000000000003 1.0000000180025095e-35 0.12429000000000001 -0.081244999999999998 -0.086274999999999977 0.037915000000000011 0.083660000000000026 0.090645000000000017 -0.014854999999999998 0.089185000000000014 -0.073119999999999977
decision_type=2 2 2 2 2 2 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 -6 -2 -9 12 11 -8 20 -10 16 -14 18 -16 19 -7 -1 22 -17 -21 -23 26 -22
right_child=7 2 -4 4 6 14 10 8 13 -11 -12 -13 15 -15 17 21 -18 -19 -20 23 25 24 -24 -25 -26 -27 -28
leaf_value=0.0061863887682833962 0.0027876541090739292 0.0022700169203822606 0.0015646702730124635 0.0057553721248789916 0.0055868257349874694 0.0059729584492473073 0.0033459521896583369 0.0022384604110527334 0.0015895268565667006 0.0066878404483238897 0.0027584353471551979 0.0045146690815266108 0.0045131976405144809 0.00021207747316132197 0.0036264787977170268 0.0052120132011912517 0.0043365552803789993 0.0048125178961779648 0.004527964418148722 0.0054169987627116049 0.0058574848315083878 0.0059797160363130953 0.005692472653182277 0.0049698102139257763 0.00553746563508822 0.0053663722979334699 0.0054777821687405368
leaf_weight=103 79 60 90 76 56 63 124 92 56 72 53 182 87 84 61 747 80 55 57 59 96 56 130 96 66 60 86
leaf_count=103 79 60 90 76 56 63 124 92 56 72 53 182 87 84 61 747 80 55 57 59 96 56 130 96 66 60 86
internal_value=0 0.00492352 0.00376005 0.0041186 0.00434445 0.00530131 0.00408601 0.00171402 0.00134833 0.00545622 0.00385184 0.00404115 0.00539424 0.00076322 0.00480692 0.00527299 0.00500876 0.00418902 0.00520423 0.00538095 0.00577582 0.00533914 0.00528326 0.00514018 0.00574065 0.00560097 0.00567819
internal_weight=0 2615 641 551 491 1974 415 311 232 1503 359 306 1431 140 471 1086 355 116 275 218 345 999 877 155 122 242 182
internal_count=2926 2615 641 551 491 1974 415 311 232 1503 359 306 1431 140 471 1086 355 116 275 218 345 999 877 155 122 242 182
is_linear=0
shrinkage=0.00213444


Tree=885
num_leaves=30
num_cat=0
split_feature=4 12 13 12 4 13 15 39 15 4 13 150 15 484 39 4 4 42 12 42 42 15 4 159 474 42 13 15 12
split_gain=874.049 276.016 89.7704 64.3884 53.5156 40.6506 39.2788 39.2472 32.7667 25.1987 22.6708 19.3611 17.03 16.5639 15.5124 10.9424 10.852 6.70629 7.50991 7.98694 6.1391 9.12311 6.07737 4.53446 4.46425 3.96383 3.83493 2.40394 1.30053
threshold=0.31392000000000003 0.078120000000000009 -0.27740999999999993 0.095980000000000024 -0.46195999999999998 -0.36115499999999995 -0.11532999999999999 0.088025000000000006 0.13248000000000001 0.03851000000000001 -0.13871999999999998 0.088135000000000005 -0.45775499999999997 0.080390000000000017 0.08481000000000001 0.41696500000000003 0.0060300000000000015 0.086435000000000012 0.09253500000000002 0.098205000000000015 -0.097789999999999988 0.081625000000000017 0.064860000000000015 0.088450000000000015 0.084880000000000011 0.095525000000000013 -0.075449999999999975 -0.068309999999999996 0.10713500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 -4 -2 -6 12 9 20 -3 13 -7 14 -8 -14 17 23 19 -19 -5 25 -18 24 -12 -22 -20 -11 -23
right_child=5 3 4 8 6 7 11 -9 -10 27 16 -13 15 -15 -16 -17 22 18 26 -21 21 28 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0013674154598774845 -0.00031654816854340313 0.0068856160240935776 0.0056179689415217981 0.0058184598156011255 0.0051092382699041011 0.0032567765694354817 0.0043609475414549083 0.00062364615220713042 0.0031836848828228639 0.0043412032186304099 0.0057328793170619849 0.0022319361356668392 0.0025050827739773198 0.0025540218893553147 0.0032337786833200955 0.0012011485916853183 0.004568651044046506 0.00546476687824019 0.0053709464993418081 0.0063374806740494755 0.0049602590271442424 0.0052929408600685714 0.005382784003939536 0.0052110305686036192 0.0062709331704211895 0.0042890280603367619 0.0046525287170420503 0.0037025354608349369 0.0057024181804990375
leaf_weight=64 53 58 76 56 71 55 123 96 52 52 614 53 55 52 95 58 69 363 64 53 115 111 98 65 77 59 68 53 52
leaf_count=64 53 58 76 56 71 55 123 96 52 52 614 53 55 52 95 58 69 363 64 53 115 111 98 65 77 59 68 53 52
internal_value=0 0.00503512 0.00369303 0.00537983 0.00400966 0.00135554 0.00369937 0.00169131 0.00476553 0.00493066 0.00560078 0.00338939 0.00230127 0.00361652 0.00386985 0.001836 0.00555011 0.00561458 0.00543755 0.00557601 0.00517417 0.00506704 0.00504654 0.00574287 0.00579287 0.00473279 0.00500102 0.00401904 0.00542371
internal_weight=0 2613 534 2079 470 317 394 264 550 498 1529 323 168 270 218 113 1471 1304 548 416 393 337 167 756 691 174 132 105 163
internal_count=2930 2613 534 2079 470 317 394 264 550 498 1529 323 168 270 218 113 1471 1304 548 416 393 337 167 756 691 174 132 105 163
is_linear=0
shrinkage=0.00209259


Tree=886
num_leaves=26
num_cat=0
split_feature=1 3 2 2 39 1 2 2 2 11 3 15 2 1 1 4 52 42 4 16 16 16 16 1 15
split_gain=614.322 135.339 46.6008 40.5637 40.4598 50.66 34.3321 28.9701 28.4327 19.0804 17.3203 15.1439 15.0445 28.6171 10.2555 8.31302 8.25823 12.3919 7.08279 6.96799 13.3801 7.59845 6.3032 6.22409 5.8628
threshold=0.10509 -0.049204999999999992 0.14808000000000002 0.11426500000000002 0.0047850000000000011 0.088035000000000016 -1.0000000180025095e-35 0.10859000000000001 0.11183000000000003 1.0000000180025095e-35 0.090170000000000014 1.0000000180025095e-35 0.08895500000000002 0.088735000000000022 0.11584000000000001 0.27644500000000005 0.11262000000000001 0.088805000000000009 0.043640000000000005 0.0060400000000000011 0.13995000000000002 -1.0000000180025095e-35 -0.14239499999999997 0.084955000000000017 -0.090909999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 14 8 -6 -3 -8 9 12 -9 -11 19 18 -2 -12 17 -10 24 21 -21 23 -20 -1 -14
right_child=1 2 -4 -5 5 -7 7 10 16 11 15 -13 13 -15 -16 -17 -18 -19 22 20 -22 -23 -24 -25 -26
leaf_value=0.0059404541428503708 0.0056163198456849672 0.0013226688368240187 0.00058292016959714873 0.0029091933299983169 0.0056035190520826467 0.0026379921755285999 0.0044544173988895572 0.0014914903170029511 0.0036055252560175822 0.0058513871583389145 0.0036496859979667858 0.007475543537595576 0.0062563889169559113 0.0038366189541894549 0.0044070438059131117 0.0023764665752821503 0.00552431908311564 0.0050514630030589905 0.0054446288075314635 0.0045914708162680465 0.0061507233625752297 0.0066881401475198422 0.0043731279602303823 0.0055385242667020636 0.0055260277975743479
leaf_weight=650 83 94 87 72 70 59 58 59 59 73 62 57 72 63 74 53 52 75 75 71 54 58 52 323 425
leaf_count=650 83 94 87 72 70 59 58 59 59 73 62 57 72 63 74 53 52 75 75 71 54 58 52 323 425
internal_value=0 0.00292145 0.00211564 0.00437462 0.00553023 0.00424739 0.0025246 0.00301148 0.00560687 0.00568996 0.00253035 0.00656371 0.00562832 0.00535164 0.0050465 0.00306312 0.00472527 0.00441501 0.00550456 0.00579272 0.00526527 0.00585665 0.0050061 0.00580705 0.00563189
internal_weight=0 642 413 229 2288 129 326 232 2159 1973 174 130 1843 687 157 115 186 134 624 1156 125 1031 127 973 497
internal_count=2930 642 413 229 2288 129 326 232 2159 1973 174 130 1843 687 157 115 186 134 624 1156 125 1031 127 973 497
is_linear=0
shrinkage=0.00235659


Tree=887
num_leaves=25
num_cat=0
split_feature=1 3 4 14 3 15 3 15 43 3 4 4 43 479 48 4 4 43 3 15 4 15 4 15
split_gain=11.0071 11.8069 11.0523 8.61194 8.48059 17.2591 4.89988 4.06902 4.01921 4.18528 3.8687 4.0171 3.5858 3.4447 3.50466 4.78354 7.65799 3.30037 3.08698 3.40167 3.07042 1.70434 1.43816 1.06856
threshold=0.095920000000000019 -0.12077499999999998 -0.35269999999999996 -0.13131999999999996 -0.0096849999999999974 -0.035654999999999992 -0.17010999999999998 -0.14051999999999998 -0.049364999999999992 0.31395500000000004 0.0060300000000000015 -1.0000000180025095e-35 0.090280000000000013 0.081240000000000021 0.091125000000000025 -0.42305999999999994 -0.15283499999999997 -0.03898999999999999 -0.081459999999999991 -0.10059999999999998 0.055765000000000002 -0.070009999999999975 0.082475000000000007 -0.087284999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 -3 -4 18 8 -2 17 -6 -10 11 13 20 14 15 -9 -17 -1 -5 -20 -12 -21 -22 -13
right_child=1 2 3 4 5 -7 -8 10 9 -11 12 23 -14 -15 -16 16 -18 -19 19 21 22 -23 -24 -25
leaf_value=0.0019802694415089785 0.0018913276273607616 0.0034468948893523269 0.0023083488547206567 -0.00022712045496218932 -0.0008750391952006242 -0.0031839534322530027 0.0041254864581681304 0.003493289324644217 0.0017895109930627857 -0.00031868155463982384 9.6582742842589115e-06 0.0025299765809341304 0.0025569929943349201 0.00044420467830652479 0.00059297457058999628 5.0363244848127136e-06 0.0020752570264767978 0.0038540401151992065 2.2126874496953992e-05 0.0023838940416554314 0.0020446472348419932 0.001222645694716138 0.00092779592003066865 0.0037038798629588682
leaf_weight=62 99 53 92 54 59 61 53 77 85 54 79 55 63 52 60 66 1282 71 53 79 74 102 90 55
leaf_count=62 99 53 92 54 59 61 53 77 85 54 79 55 63 52 60 66 1282 71 53 79 74 102 90 55
internal_value=0 0.00117551 0.000846985 0.000631244 0.000349056 -0.000428618 0.00267076 0.00197755 0.000419928 0.000970046 0.00190918 0.0020229 0.00129689 0.00194452 0.00199701 0.00205609 0.00197394 0.00298103 0.00104864 0.00134332 0.000969938 0.00172984 0.00143213 0.0031175
internal_weight=0 844 692 639 547 259 152 2086 198 139 1953 1647 306 1537 1485 1425 1348 133 288 234 243 181 164 110
internal_count=2930 844 692 639 547 259 152 2086 198 139 1953 1647 306 1537 1485 1425 1348 133 288 234 243 181 164 110
is_linear=0
shrinkage=0.00592419


Tree=888
num_leaves=27
num_cat=0
split_feature=3 2 151 3 12 16 16 13 2 4 34 160 51 16 12 2 52 1 16 2 16 1 43 4 150 1
split_gain=8.01222 5.72559 8.73717 6.34362 9.21317 10.0669 8.68494 6.01096 9.30975 5.27356 4.96428 4.15529 3.23279 3.69382 3.22256 4.97504 3.88182 3.67541 3.46835 5.76268 5.26081 4.61273 2.60676 2.17567 2.00249 1.20065
threshold=0.31966500000000003 0.092855000000000007 0.011180000000000001 0.076825000000000018 0.086085000000000009 0.0063750000000000013 -0.095564999999999983 -0.097454999999999986 0.083725000000000008 0.054720000000000012 -0.069854999999999987 -0.010164999999999999 -0.16697999999999999 -0.080419999999999978 0.083815000000000014 0.088065000000000018 -0.077644999999999978 0.084775000000000003 0.0060400000000000011 0.089310000000000014 -0.0021749999999999994 0.090795000000000015 -0.082949999999999982 0.15164000000000002 0.083935000000000023 0.10818500000000002
decision_type=2 2 2 2 2 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 -3 8 -1 12 -9 -5 -6 -14 15 16 -12 -18 20 21 24 -20 -11 -24 -16 -13
right_child=-2 2 -4 11 9 -7 -8 10 -10 22 14 25 13 -15 18 -17 17 -19 19 -21 -22 -23 23 -25 -26 -27
leaf_value=0.0044582307160117374 -0.00031943559200331027 0.00036509504283680069 -0.00079907961744595923 0.0034207760755346657 0.0030273183208936435 0.0017267843270613236 -0.0023960086014457212 0.00023722787921433554 0.0014366399324009789 -0.00041830261954894731 0.00066779750913936384 0.0010727503413490069 0.0028819566174703836 0.0012958685917790857 0.0015842241744126356 0.0036449854070420102 0.0029672559144995878 0.0011892022998383012 -0.00098569606143626394 0.0024527277658645242 0.0031361546403874227 0.00097690823569769191 0.00030892661025658393 0.0018687289604896406 0.00069245135621945407 0.0021754748037379557
leaf_weight=57 85 83 71 57 52 73 62 89 72 57 69 65 54 303 927 55 92 60 55 53 66 116 59 53 86 59
leaf_count=57 85 83 71 57 52 73 62 89 72 57 69 65 54 303 927 55 92 60 55 53 66 116 59 53 86 59
internal_value=0 0.00141935 0.00109124 0.00122867 0.00101403 3.58055e-05 -0.000815104 0.00161067 0.00277222 0.00138287 0.0015208 0.00217229 0.00172571 0.00153595 0.00159311 0.00214156 0.00176714 0.00226578 0.0014769 0.000844208 0.00160819 0.000345313 0.000552817 0.00104758 0.00150857 0.00159791
internal_weight=0 2845 1048 977 796 218 145 1797 129 578 1668 181 409 357 1579 276 221 152 1303 224 1079 171 169 112 1013 124
internal_count=2930 2845 1048 977 796 218 145 1797 129 578 1668 181 409 357 1579 276 221 152 1303 224 1079 171 169 112 1013 124
is_linear=0
shrinkage=0.00558249


Tree=889
num_leaves=22
num_cat=0
split_feature=44 0 0 13 52 4 4 4 50 4 51 12 51 4 4 51 12 0 12 13 160
split_gain=6.60585 9.50256 8.73668 15.021 7.88884 15.0391 11.6691 7.05322 6.46593 5.34797 4.85611 3.66142 3.40713 4.01545 4.29637 3.21238 3.20305 3.19072 2.20353 5.04286 1.74591
threshold=0.081710000000000019 -0.12851999999999997 -0.105195 -0.095139999999999988 -0.0064899999999999992 0.053330000000000009 0.31392000000000003 0.0060300000000000015 -0.041284999999999995 -0.021269999999999997 -0.066084999999999991 -0.086254999999999984 0.11178000000000002 -0.0048949999999999992 -0.46195999999999998 0.084200000000000011 0.092755000000000018 -0.089044999999999985 0.023990000000000004 -0.076794999999999988 -0.018374999999999996
decision_type=2 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 11 -9 -1 -10 -4 13 14 -13 -11 -14 -15 19 -12 -20
right_child=-2 2 7 -5 5 6 -8 8 10 15 18 12 16 17 -16 -17 -18 -19 20 -21 -22
leaf_value=0.0025223974204045059 0.003173404314618608 0.004972955191165934 -9.812608390358032e-05 0.00083192076839500723 -0.0028829709431140581 0.0026938761776976244 -0.00061482300695860884 -0.00082328699650531588 0.0021906782729331905 -0.00053030107172320914 0.0011194019581952171 0.0022811865307132543 0.0014699919936108892 0.0012716714657257683 0.0012572156612695052 0.0014243338217748594 -0.00032475221283239167 0.0028839307866446984 0.0018522516788852018 -0.0010735236329920718 0.00061768064468029516
leaf_weight=63 52 54 56 60 59 52 103 89 74 55 68 147 59 64 1398 54 71 106 53 68 125
leaf_count=63 52 54 56 60 59 52 103 89 74 55 68 147 59 64 1398 54 71 106 53 68 125
internal_value=0 0.00112497 0.00125375 0.002794 0.000293413 -0.000436171 0.0004948 0.00117988 0.000560582 0.0012015 0.000878173 0.00133525 0.00137879 0.00144617 0.00135468 0.000437492 0.000489318 0.00227732 0.000568662 2.24922e-05 0.000985619
internal_weight=0 2878 2492 114 386 214 155 2378 477 172 388 1901 1845 1715 1545 109 130 170 314 136 178
internal_count=2930 2878 2492 114 386 214 155 2378 477 172 388 1901 1845 1715 1545 109 130 170 314 136 178
is_linear=0
shrinkage=0.00569414


Tree=890
num_leaves=28
num_cat=0
split_feature=1 52 3 2 52 47 2 3 0 39 131 0 16 3 3 1 48 2 3 2 16 13 1 52 13 16 48
split_gain=664.172 146.201 92.8833 56.4959 47.9772 33.8877 31.7301 25.9225 25.5171 21.8091 18.8152 16.0699 12.5091 14.0744 11.5316 10.9782 10.6539 11.7696 7.25822 6.78155 6.78989 5.72706 5.31656 5.08511 4.43 3.70627 1.59536
threshold=0.10398500000000001 -0.41694999999999993 0.28833000000000003 0.095850000000000005 0.13675000000000001 0.078345000000000012 -0.0098549999999999974 0.093925000000000022 -0.14259999999999998 0.088025000000000006 0.078940000000000024 -0.11167499999999998 -0.0038249999999999998 -0.086004999999999984 0.10021000000000001 0.080545000000000019 0.082425000000000012 0.12068000000000001 -0.010434999999999998 0.08895500000000002 0.035560000000000008 -0.088654999999999998 0.080125000000000016 -0.11043499999999999 -0.034484999999999995 0.27717500000000006 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 2 2 2 2 2 2
left_child=3 -2 4 6 5 9 -1 8 15 12 14 -4 13 -3 16 -8 17 22 -11 20 24 -21 25 -22 -10 -5 -23
right_child=1 2 11 10 -6 -7 7 -9 19 18 -12 -13 -14 -15 -16 -17 -18 -19 -20 21 23 26 -24 -25 -26 -27 -28
leaf_value=0.0040923865308517913 0.006061696984285294 0.0021542994809393783 0.0012642779215878207 0.0054720822530671077 0.0046465571250506148 0.0037235466033177732 0.0077642359064589474 0.0040857100974386476 0.0057898636222412907 0.0018854029082427282 0.0034239087601017058 -0.00050654453042002956 0.0017509422218445674 0.0038524642581888422 0.0038868079510852669 0.0062810182369504881 0.0043313648903080711 0.0042786874887345621 0.00068842741818797961 0.0047150955385943322 0.0058244490833457502 0.0056689362378085128 0.0061769516970218439 0.0047548931738347821 0.0061312758929475998 0.0047522994093442085 0.0051939485291696485
leaf_weight=69 71 53 67 209 74 102 53 52 605 61 52 57 64 66 53 70 89 60 61 52 52 278 53 56 374 55 52
leaf_count=69 71 53 67 209 74 102 53 52 605 61 52 57 64 66 53 70 89 60 61 52 52 278 53 56 374 55 52
internal_value=0 0.00273306 0.00234238 0.00549977 0.00283016 0.00249985 0.00572248 0.00579088 0.00584656 0.00209052 0.00483158 0.00045006 0.00262597 0.00309636 0.00497257 0.00692034 0.005096 0.00527645 0.00128713 0.00575664 0.00585574 0.00547457 0.00546521 0.00527011 0.00592032 0.00532223 0.00559417
internal_weight=0 676 605 2284 481 407 1713 1644 1592 305 571 124 183 119 519 123 466 377 122 1469 1087 382 317 108 979 264 330
internal_count=2960 676 605 2284 481 407 1713 1644 1592 305 571 124 183 119 519 123 466 377 122 1469 1087 382 317 108 979 264 330
is_linear=0
shrinkage=0.0024518


Tree=891
num_leaves=14
num_cat=0
split_feature=12 4 48 48 43 52 4 11 52 52 133 12 43
split_gain=5.81631 4.98376 8.87512 5.65595 4.72295 4.24932 9.99491 8.45718 4.46398 7.07851 3.52742 3.04678 0.512433
threshold=-0.19698999999999997 -0.5109999999999999 -0.088899999999999993 -0.078904999999999989 -0.23538999999999996 -0.046194999999999993 -0.16236499999999995 0.080705000000000013 -0.41694999999999993 -0.21119499999999997 0.087045000000000025 0.090205000000000021 -0.45780999999999999
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 -6 -5 -13
right_child=1 2 3 4 5 6 7 -9 9 -11 -12 12 -14
leaf_value=-0.0006023676613144956 -0.0003582807806368736 0.0035557218710296659 -0.00072237030256906611 0.0032724043396538762 0.001951871650215388 0.0036443539886134939 0.0013149100868961048 -0.0011108221581599997 -0.0013106344631001411 0.00075189183455948844 0.00047250713464895604 0.0012188104141567359 0.0020177970048136317
leaf_weight=64 70 57 53 59 166 63 1655 52 67 454 86 58 56
leaf_count=64 70 57 53 59 166 63 1655 52 67 454 86 58 56
internal_value=0 0.00120253 0.00124121 0.00119355 0.00123096 0.00116647 0.00132656 0.00124098 0.000799814 0.000486532 0.00144726 0.00217853 0.00161185
internal_weight=0 2896 2826 2769 2716 2543 1770 1707 773 521 252 173 114
internal_count=2960 2896 2826 2769 2716 2543 1770 1707 773 521 252 173 114
is_linear=0
shrinkage=0.00592419


Tree=892
num_leaves=15
num_cat=0
split_feature=1 15 1375 13 30 2 480 479 51 43 158 159 1 158
split_gain=8.08004 6.5508 5.04098 5.59933 4.24143 4.0837 5.08276 5.00849 5.45261 4.80401 4.09299 5.30004 2.88336 2.77326
threshold=0.14195000000000002 -0.2987999999999999 -0.10702499999999998 -0.16392499999999996 0.086220000000000019 0.086545000000000025 -1.0000000180025095e-35 1.0000000180025095e-35 -0.16697999999999999 -0.16130499999999998 0.087070000000000022 0.080875000000000016 0.11947500000000001 0.10750000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 12 5 9 -7 8 -8 -5 11 -11 -4 -12
right_child=1 -3 3 4 -6 6 7 -9 -10 10 13 -13 -14 -15
leaf_value=-0.00089597780591172446 -0.0026306929911544814 0.0013206767440995062 -0.0012476290270950414 0.0044042859509787202 -0.00074588496267024608 -0.0011756624185335401 0.0029045220039412073 0.0039185651407123495 0.0011741071083029883 0.0018616812753330951 0.0046600645263688871 -0.00065149410661550849 0.0012939885868032774 0.0021949851816187378
leaf_weight=62 62 54 75 55 53 53 139 54 1280 831 56 62 52 72
leaf_count=62 62 54 75 55 53 53 139 54 1280 831 56 62 52 72
internal_value=0 -0.000790499 0.00144254 0.00149469 0.00157609 0.00162342 0.00134729 0.00143813 0.00134367 0.00201494 0.00188615 0.0016871 -0.000206269 0.00327415
internal_weight=0 116 2844 2782 2655 2602 1526 1473 1419 1076 1021 893 127 128
internal_count=2960 116 2844 2782 2655 2602 1526 1473 1419 1076 1021 893 127 128
is_linear=0
shrinkage=0.00829529


Tree=893
num_leaves=26
num_cat=0
split_feature=1 3 123 3 39 14 52 2 2 13 2 48 3 0 12 42 2 0 51 42 15 3 1210 0 15
split_gain=641.665 137.097 56.2557 38.1517 57.1375 37.3175 33.4607 43.8107 33.1377 15.2773 15.271 18.0782 14.9264 12.2632 11.6829 10.8359 6.86592 6.7435 4.65684 7.89838 3.2285 5.37326 3.5114 2.63807 2.60655
threshold=0.10373000000000002 -0.053364999999999996 1.0000000180025095e-35 0.28833000000000003 0.087880000000000014 0.073890000000000011 -0.22711499999999998 0.10523 0.095850000000000005 -0.42246499999999992 0.123795 0.082425000000000012 0.091085000000000013 -0.094479999999999995 0.090335000000000013 0.092600000000000016 0.085730000000000015 -0.096849999999999978 -0.10234999999999998 0.078120000000000009 -0.0060599999999999994 -0.086254999999999984 -0.062079999999999989 -0.195045 -0.085679999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 4 13 8 -2 -8 12 -5 11 18 14 23 16 -6 17 -1 -10 -20 21 -16 -22 -3 -18
right_child=1 3 -4 9 15 -7 7 -9 10 -11 -12 -13 -14 -15 20 -17 24 -19 19 -21 22 -23 -24 -25 -26
leaf_value=0.0053815117329339491 0.0044365881482122844 0.001844135146680796 0.0026977406590402396 0.0011278416735864872 0.0014615474141999589 0.0055363447182550825 0.0037215946642648896 0.0016571951989692356 0.0044951676001846446 -0.0002627229954418945 0.0028994009214291989 0.0031346079624834668 0.0034280808320388953 0.0032349135760375474 0.0034362455720814561 0.00041725518096867299 0.0045997478496637798 0.0046363263810043319 0.0036952081109483991 0.0043816347457879233 0.0038040535389760278 0.0042424383230364312 0.0043622140280910292 0.0024691493644359865 0.0042933120649770893
leaf_weight=53 70 54 88 68 74 92 90 72 102 56 62 87 60 66 54 81 160 465 149 117 52 81 304 52 351
leaf_count=53 70 54 88 68 74 92 90 72 102 56 62 87 60 66 54 81 160 465 149 117 52 81 304 52 351
internal_value=0 0.00206499 0.00424423 0.00143127 0.00178446 0.00430639 0.00329683 0.00280421 0.00425242 0.000499675 0.00381877 0.003944 0.0043943 0.00256701 0.00443243 0.000915956 0.00455208 0.00471261 0.00413529 0.00399721 0.00418163 0.00392012 0.00428074 0.00215094 0.0043893
internal_weight=0 683 2277 451 327 2189 232 162 2097 124 517 455 1580 172 1520 155 1029 518 368 266 491 135 356 106 511
internal_count=2960 683 2277 451 327 2189 232 162 2097 124 517 455 1580 172 1520 155 1029 518 368 266 491 135 356 106 511
is_linear=0
shrinkage=0.00197189


Tree=894
num_leaves=20
num_cat=0
split_feature=15 2 13 12 14 150 2 447 2 2 12 15 43 13 13 12 133 12 15
split_gain=444.814 282.35 88.6447 84.2825 51.1242 40.3329 28.1794 26.4189 25.6685 21.3828 20.0013 14.3892 17.0492 14.4169 12.6745 10.0144 7.00177 6.17754 5.73727
threshold=-0.24211499999999997 0.11203000000000002 -0.14847499999999997 -1.0000000180025095e-35 0.073890000000000011 0.085075000000000026 -0.007134999999999999 0.088810000000000014 0.14132000000000003 0.094985000000000014 -0.038859999999999992 0.039965000000000007 -0.15326499999999996 -0.097709999999999977 -0.053249999999999999 0.083785000000000012 0.086635000000000004 0.087495000000000003 0.08759500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 -3 6 7 8 -2 11 14 -8 16 12 -5 -14 -4 -13 -1 -16 -17
right_child=1 2 5 4 -6 -7 9 -9 -10 -11 -12 15 13 -15 17 18 -18 -19 -20
leaf_value=0.00089064404015466356 0.0026986766131045169 0.0011979482551710554 0.0050838742597540997 0.0039167205188694 0.0068046760250291887 0.0020078448921280923 0.0052495689179412426 0.0036799338507800916 0.0027129902052618971 0.0035714062902406597 0.0025323681855406823 0.0061702824251732109 0.0041435776969563493 0.0051717716933725767 0.0034215254946236787 0.005573651145911615 0.0018605540532382532 0.0044065073344552981 0.0052101824619459596
leaf_weight=82 69 84 76 59 91 54 66 53 52 73 103 71 67 898 53 304 58 65 582
leaf_count=82 69 84 76 59 91 54 66 53 52 73 103 71 67 898 53 304 58 65 582
internal_value=0 0.00483255 0.0031364 0.00511172 0.00523868 0.0036791 0.00381461 0.0051686 0.00404586 0.0043684 0.00181821 0.00520842 0.00503223 0.00510041 0.00440301 0.00539692 0.00129263 0.00396429 0.00533492
internal_weight=0 2717 384 2333 2125 300 208 2034 246 139 243 1981 1024 965 194 957 140 118 886
internal_count=2960 2717 384 2333 2125 300 208 2034 246 139 243 1981 1024 965 194 957 140 118 886
is_linear=0
shrinkage=0.00213444


Tree=895
num_leaves=22
num_cat=0
split_feature=1 43 49 49 0 11 11 4 4 16 13 0 4 0 4 16 43 43 16 16 0
split_gain=9.99697 11.2923 8.24607 10.2546 10.85 9.86021 5.60592 5.70991 21.8125 7.92139 5.01658 12.708 5.65255 4.85834 4.66272 4.54953 3.64267 3.11385 3.10075 7.24134 2.85951
threshold=0.10921500000000002 -0.084114999999999981 -0.071579999999999991 -0.048359999999999993 -0.14259999999999998 1.0000000180025095e-35 0.079225000000000004 -0.17006499999999999 -0.098074999999999982 0.20277000000000003 -0.10939499999999998 -0.10462499999999998 -0.032169999999999997 -0.041534999999999996 -0.016029999999999996 -0.080789999999999987 -0.010894999999999998 -0.0019849999999999994 0.058875000000000004 -0.14463999999999996 -0.060454999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 20 14 -4 5 15 7 9 -9 -6 11 -3 -12 18 -1 -5 -16 -10 19 -14 -2
right_child=1 10 3 4 6 -7 -8 8 17 -11 12 -13 13 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=0.0049494976290513602 -0.0026446384872062267 0.0017080792592661864 -0.0013279360533489052 0.0034742124173626032 0.0051256863490382037 0.005607336328897183 -0.00023280903177224448 -0.0030842974197382994 0.0018119147750860572 0.0014376258142461509 0.0038399112124496608 -0.0027140632953389456 0.001682386048083992 0.0030952464328597162 0.0032393123627276542 0.00050583947171059681 0.00088843803871229267 0.0011109797737942268 0.0020350421668759314 -0.0018835857402462711 -0.00036311481511672026
leaf_weight=52 52 91 62 56 55 65 93 53 1215 68 53 54 62 55 102 52 52 455 56 57 64
leaf_count=52 52 91 62 56 55 65 93 53 1215 68 53 54 62 55 102 52 52 455 56 57 64
internal_value=0 0.000611719 0.00169705 0.00156613 0.00165112 0.00338434 0.00149644 0.0015836 0.00147621 0.00308739 0.00115348 6.06806e-05 0.00171312 0.0012227 0.00307833 0.00204571 0.00244601 0.00162099 0.000633748 -2.50366e-05 -0.00138653
internal_weight=0 544 2380 2174 2112 173 1939 1846 1723 123 428 145 283 230 206 108 154 1670 175 119 116
internal_count=2924 544 2380 2174 2112 173 1939 1846 1723 123 428 145 283 230 206 108 154 1670 175 119 116
is_linear=0
shrinkage=0.00722155


Tree=896
num_leaves=15
num_cat=0
split_feature=1452 156 484 159 50 51 51 11 42 52 51 159 159 484
split_gain=5.30857 5.55351 3.82908 3.22163 3.71767 3.10832 5.08377 4.36198 3.13397 2.98057 2.83293 1.18836 1.13659 0.628996
threshold=0.087120000000000017 0.11605500000000001 -0.067269999999999983 -0.085164999999999977 0.127945 -0.40775499999999992 -0.15136499999999997 0.091055000000000011 -0.09361499999999999 -0.54643499999999989 -0.010009999999999998 -0.25149499999999997 -0.45963999999999994 -0.076349999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 10 5 -5 -7 8 -8 -3 -1 12 -12 -13
right_child=2 9 -4 4 -6 6 7 -9 -10 -11 11 13 -14 -15
leaf_value=0.00044130020805597999 0.0011962187286454911 0.0013876275961580105 0.0034861417343351017 0.0021158996499802255 -0.00076376149854679137 -0.00050949853844718641 0.0017675628285135779 -0.00079370786199926694 0.000923109490164979 0.0034697767762928459 0.0021160090778629638 0.0019544193064508024 0.000822364081873494 0.002929503513101134
leaf_weight=63 55 55 61 85 52 98 191 55 1941 54 56 54 52 52
leaf_count=63 55 55 61 85 52 98 191 55 1941 54 56 54 52 52
internal_value=0 0.00102811 0.00240098 0.000971884 0.000898367 0.000934864 0.000890901 0.000953684 0.000998793 0.00241977 0.00161445 0.0019595 0.00149376 0.0024334
internal_weight=0 2808 116 2699 2422 2370 2285 2187 2132 109 277 214 108 106
internal_count=2924 2808 116 2699 2422 2370 2285 2187 2132 109 277 214 108 106
is_linear=0
shrinkage=0.00628679


Tree=897
num_leaves=32
num_cat=0
split_feature=1 1 12 0 1 0 10 12 49 15 13 1 0 16 0 1 40 13 15 16 156 1 16 49 15 1213 16 1 401 12 16
split_gain=783.248 103.366 110.896 35.2771 32.4796 29.15 28.3458 32.6199 18.9125 15.6624 15.0411 14.1361 18.7766 15.1181 13.3419 32.2656 12.4566 12.4347 10.515 8.93996 7.82796 7.61405 7.05923 6.21337 5.70252 4.91516 4.63172 4.12347 2.63551 1.35307 1.153
threshold=0.10455000000000002 0.13074500000000003 0.085075000000000026 -0.076734999999999984 0.089825000000000002 -0.098429999999999976 -0.088499999999999981 -0.042789999999999988 -0.021474999999999998 -0.031624999999999993 -0.0042049999999999995 1.0000000180025095e-35 -0.049024999999999992 0.067035000000000011 -0.14867499999999997 0.083250000000000005 -0.062739999999999976 -0.0094049999999999984 -0.015824999999999995 -0.069994999999999988 0.090560000000000015 0.11077000000000002 0.26411500000000004 0.093040000000000012 0.087670000000000012 0.030480000000000004 -0.039209999999999995 0.094425000000000023 0.083660000000000026 0.096265000000000003 -0.044939999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 14 8 -3 -8 -6 17 16 12 29 19 15 -1 -2 -5 22 -13 23 -12 -4 24 25 -16 -7 -15 -26 -11 -25
right_child=1 6 18 9 5 26 7 -9 -10 11 21 13 -14 27 20 -17 -18 -19 -20 -21 -22 -23 -24 30 28 -27 -28 -29 -30 -31 -32
leaf_value=0.0071242606749135984 0.0022168088908811638 -0.0001618965269320082 0.0034473825808091704 0.0045833725602001905 0.0027235362610538768 0.0047378285765034859 0.00078576819707892604 0.0026307830551931411 0.0045645030339358976 0.0052079478736062057 0.0032254501850840444 0.0052821421950801405 0.0036026570512405326 0.0062451361167812141 0.0054204623681718489 0.0048171140215489284 0.00087230113886936091 0.0033971958142703881 0.0050544185802339683 0.0040261801670837946 0.0044676309125839097 0.0021160685174879692 0.0045284922840622115 0.0047605579716137568 0.0050469032135094048 0.0059151009473518866 0.0054924180093879277 0.0053844299605492977 0.0055659700299836301 0.004754013281236519 0.0051489763810512327
leaf_weight=63 68 54 63 94 53 76 99 84 53 54 56 54 80 53 650 53 63 76 62 54 52 62 53 90 255 113 80 54 58 80 65
leaf_count=63 68 54 63 94 53 76 99 84 53 54 56 54 80 53 650 53 63 76 62 54 52 62 53 90 255 113 80 54 58 80 65
internal_value=0 0.00237694 0.00301693 0.00506659 0.00523004 0.00452597 0.00122377 0.00163279 0.00364424 0.00461331 0.00207867 0.00483521 0.00443836 0.0052301 0.00536188 0.00607033 0.00157039 0.00405322 0.0043293 0.00465438 0.0052978 0.00264275 0.00394154 0.00533285 0.00539179 0.00549375 0.00512495 0.00581098 0.00514316 0.00493712 0.00492359
internal_weight=0 664 427 2260 1661 262 237 183 106 599 249 429 214 215 1399 116 131 170 178 108 1283 118 116 1231 1076 763 156 107 313 134 155
internal_count=2924 664 427 2260 1661 262 237 183 106 599 249 429 214 215 1399 116 131 170 178 108 1283 118 116 1231 1076 763 156 107 313 134 155
is_linear=0
shrinkage=0.00217713


Tree=898
num_leaves=17
num_cat=0
split_feature=3 14 0 9 13 14 3 3 3 42 0 42 3 3 42 130
split_gain=8.75395 8.29181 7.68226 5.46071 4.05797 4.8899 6.15718 4.3651 4.32654 5.41524 3.95236 2.95633 2.05277 1.71332 1.49352 0.312089
threshold=0.28833000000000003 0.073890000000000011 -0.10998999999999999 -1.0000000180025095e-35 0.0040450000000000009 -1.0000000180025095e-35 -0.097574999999999981 -0.14186499999999996 -0.23394499999999999 -1.0000000180025095e-35 -0.22480499999999998 0.11466000000000001 -0.15288999999999997 -0.084324999999999997 -0.094319999999999987 0.016890000000000006
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 -5 7 -7 -6 13 -8 -12 -3 14 -10 -15
right_child=2 12 -4 4 8 6 10 -9 9 -11 11 -13 -14 15 -16 -17
leaf_value=-0.00051824197846120465 0.00089580008205146153 0.0038992755835584236 -0.0022927022427535497 0.0029837097261120262 0.0018493489759809694 0.00098840118103144382 4.4147084845687526e-05 -0.0016211593814612344 0.00094894403588413969 -0.00098763549698993678 0.0014922068240991115 0.00054186004995544106 0.0020829624875057765 0.0017658985686031443 -0.00025253017102138742 0.0010628550650172972
leaf_weight=82 73 54 58 73 103 58 95 52 96 98 1684 153 53 58 82 52
leaf_count=82 73 54 58 73 103 58 95 52 96 98 1684 153 53 58 82 52
internal_value=0 0.00121428 -0.00051537 0.0011431 0.00119544 0.00131963 0.00126011 -0.000244575 0.000658172 0.000340139 0.00134581 0.00141309 0.00300026 0.000792193 0.000395064 0.00143419
internal_weight=0 2793 131 2686 2604 2115 2042 110 489 386 1932 1837 107 288 178 110
internal_count=2924 2793 131 2686 2604 2115 2042 110 489 386 1932 1837 107 288 178 110
is_linear=0
shrinkage=0.00654078


Tree=899
num_leaves=29
num_cat=0
split_feature=12 12 12 39 12 150 16 52 16 0 52 52 12 11 124 151 11 51 159 51 1429 52 12 1456 0 51 52 0
split_gain=412.319 108.392 96.1601 61.1381 52.6297 47.4255 36.3142 33.6918 23.1305 43.2654 23.8771 21.8471 10.9576 16.3457 8.1758 8.10238 8.97675 7.56455 7.40137 7.09059 5.1827 4.23593 3.29056 3.55595 4.13926 1.87116 0.91859 0.772367
threshold=0.056995000000000011 0.14472000000000004 -0.25967999999999997 0.087080000000000005 0.096990000000000007 0.08926000000000002 -0.27637999999999996 -0.084674999999999986 0.11160500000000002 -0.062109999999999992 0.042815000000000006 0.047800000000000009 0.086315000000000017 1.0000000180025095e-35 -0.076164999999999983 -0.086879999999999985 0.080705000000000013 -0.093449999999999991 0.073745000000000019 -0.042309999999999993 1.0000000180025095e-35 -0.26876499999999998 0.085585000000000008 0.078920000000000018 -0.091829999999999981 0.096880000000000008 0.098580000000000015 -0.083414999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 5 12 8 -6 -5 9 10 18 14 13 22 -9 -14 17 -17 -4 21 -19 -8 23 24 -2 26 27 -21
right_child=1 -3 3 7 6 -7 19 11 -10 -11 -12 -13 15 -15 -16 16 -18 20 -20 25 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00084494577582853341 0.004645393707674945 0.0023307194874707311 0.0041751358970270802 0.0038619130742970232 0.0029377730939751452 0.0027170169665683996 0.0045641163566940363 0.0012251757069772417 0.0050177059485883371 0.0025875147768897582 0.0052826622789737482 0.0032441375630045529 0.0043443830248894831 0.0063505576396193711 0.002252058331392864 0.0044687893456122202 0.0057364046334394481 0.0050558353918593825 0.0033490808397699788 0.0047460370715546969 0.0056448212751855111 0.0038302777893338205 0.0056046301785635912 0.0055361650853647353 0.0052095374697760308 0.0044761969624058841 0.0046623381177242195 0.0050362936382023146
leaf_weight=52 60 56 143 64 52 103 62 53 88 69 64 53 55 57 59 76 73 842 54 52 58 53 88 85 225 57 61 110
leaf_count=52 60 56 143 64 52 103 62 53 88 69 64 53 55 57 59 76 73 842 54 52 58 53 88 85 225 57 61 110
internal_value=0 0.00493323 0.00333788 0.0035107 0.00500376 0.00386955 0.00442774 0.00269418 0.0041535 0.00392298 0.00427596 0.00224112 0.00516279 0.00539168 0.0017663 0.005056 0.00509329 0.00504517 0.00394881 0.00462383 0.00509381 0.00422609 0.0052723 0.0051932 0.00509084 0.00478712 0.0048665 0.00494325
internal_weight=0 2122 802 750 2066 521 447 229 418 330 261 165 1619 515 112 1104 1049 976 197 395 900 115 458 370 285 280 223 162
internal_count=2924 2122 802 750 2066 521 447 229 418 330 261 165 1619 515 112 1104 1049 976 197 395 900 115 458 370 285 280 223 162
is_linear=0
shrinkage=0.00189532


Tree=900
num_leaves=12
num_cat=0
split_feature=15 15 39 15 14 0 483 1 13 151 131
split_gain=16.1865 15.7361 4.64507 5.32024 5.84188 6.44991 4.49972 3.9951 3.87396 3.20723 3.39925
threshold=-0.2987999999999999 -0.46483499999999994 0.10096000000000001 -0.19153499999999998 0.019255000000000005 -0.22163999999999998 0.084885000000000016 0.11617500000000001 -0.073724999999999985 0.015440000000000001 0.08987500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 5 -5 -1 9 -9 10 -7
right_child=2 -3 -4 4 -6 7 -8 8 -10 -11 -12
leaf_value=0.0021879245995849212 0.003233114571779533 -0.0031418510172427634 -0.00029909672140514227 -0.00060566835228934599 0.0031547235301741315 0.0012835195722747234 -0.0006803078969288141 -0.00098933969794460109 0.0013242562323837858 0.0028853256300642393 0.0021884550193197287
leaf_weight=72 89 91 91 97 99 1882 54 77 87 85 268
leaf_count=72 89 91 91 97 99 1882 54 77 87 85 268
internal_value=0 -0.000760896 0.0013696 0.0014262 0.0013642 0.00129315 0.000958046 0.00136996 0.000237506 0.00145302 0.00139636
internal_weight=0 217 2775 2684 2595 2496 126 2399 164 2235 2150
internal_count=2992 217 2775 2684 2595 2496 126 2399 164 2235 2150
is_linear=0
shrinkage=0.0075133


Tree=901
num_leaves=15
num_cat=0
split_feature=2 106 10 14 41 41 14 12 474 42 13 13 2 2
split_gain=5.4622 5.64436 4.72277 6.72641 4.52277 15.5985 2.9141 3.69086 9.80133 5.72117 2.92952 8.32807 1.58905 0.362358
threshold=0.13554000000000002 0.085650000000000018 -0.093904999999999988 -0.075274999999999995 0.088100000000000012 0.078150000000000011 0.019255000000000005 0.083865000000000009 0.087015000000000009 0.086375000000000021 0.084770000000000026 0.032645000000000007 0.090020000000000017 0.14808000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 6 7 8 9 -1 11 -9 -12 -5
right_child=2 -3 3 13 -6 -7 -8 10 -10 -11 12 -13 -14 -15
leaf_value=0.00097032134846563819 0.0014633652222550485 -0.0009974409524636798 -0.0023507367894890592 -8.2415953235478578e-05 -0.00048867010069401451 0.0040963627894932799 0.0021487717777638879 0.0010341579502906968 -0.0018564277441031876 -0.00089219243621423681 0.0024037966475218163 -0.00093453542696360532 0.0012778424523286333 0.00060893541382917699
leaf_weight=481 56 58 56 59 81 60 71 1594 62 72 79 86 121 56
leaf_count=481 56 58 56 59 81 60 71 1594 62 72 79 86 121 56
internal_value=0 0.000904483 -8.98201e-05 -0.00059885 0.000945258 0.000989513 0.000916841 0.000881757 0.000467084 0.000727705 0.00101737 0.00093334 0.00172292 0.00025367
internal_weight=0 2765 227 171 2707 2626 2566 2495 615 553 1880 1680 200 115
internal_count=2992 2765 227 171 2707 2626 2566 2495 615 553 1880 1680 200 115
is_linear=0
shrinkage=0.00616352


Tree=902
num_leaves=22
num_cat=0
split_feature=1 3 39 1 1 147 1 12 11 1 52 52 52 1 39 51 12 3 0 157 3
split_gain=848.025 136.55 100.752 51.126 42.3656 41.6123 36.1592 33.699 29.5702 38.7178 25.1187 18.0258 21.3381 46.4286 14.648 13.1597 9.36441 8.96382 5.94776 5.4411 4.21665
threshold=0.10749500000000002 -0.049204999999999992 0.0047850000000000011 0.088035000000000016 0.12313000000000002 0.088035000000000016 0.13654500000000003 0.11878500000000002 1.0000000180025095e-35 0.090820000000000012 -0.070529999999999995 -0.049669999999999999 -0.092084999999999986 1.0000000180025095e-35 0.087735000000000021 -0.23912999999999998 0.091290000000000024 0.3148450000000001 -0.14606999999999998 -0.087349999999999997 -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
left_child=2 4 5 -4 10 7 14 8 11 -10 -2 12 15 -14 18 -1 19 -8 -3 -13 -18
right_child=1 6 3 -5 -6 -7 17 -9 9 -11 -12 16 13 -15 -16 -17 20 -19 -20 -21 -22
leaf_value=0.0039396573610423515 0.0050261916834636322 0.0015718986663372625 0.004365603490086494 0.0019824335290752936 0.0018544438603664518 0.0032803260589090175 0.00080161569438930342 0.0035296875287817494 0.0067809384058661491 0.0045943009808845194 0.0032266781738420022 0.0057846958145004465 0.0049506556332595862 0.0024178614563417685 0.0010128540706717238 0.005000161898703291 0.0048872590084704376 -0.00026323802052597773 0.0024697397230996634 0.0050858324624125234 0.0044533302624145997
leaf_weight=63 53 55 76 82 66 71 74 75 85 61 95 52 70 58 91 280 374 65 79 932 135
leaf_count=63 53 55 76 82 66 71 74 75 85 61 95 52 70 58 91 280 374 65 79 932 135
internal_value=0 0.00192279 0.00474472 0.00312891 0.00324935 0.00485788 0.00114282 0.00490913 0.00495815 0.0058675 0.00387125 0.00489054 0.00453311 0.00380316 0.00166124 0.00480544 0.00500328 0.000303502 0.00210139 0.00512279 0.00477221
internal_weight=0 578 2414 158 214 2256 364 2185 2110 146 148 1964 471 128 225 343 1493 139 134 984 509
internal_count=2992 578 2414 158 214 2256 364 2185 2110 146 148 1964 471 128 225 343 1493 139 134 984 509
is_linear=0
shrinkage=0.00209259


Tree=903
num_leaves=32
num_cat=0
split_feature=1 1 2 1 150 2 47 13 13 43 1 48 3 3 160 2 3 2 2 160 3 51 156 3 2 160 13 2 3 2 43
split_gain=573.481 110.321 58.9298 43.3801 46.8974 28.9115 27.7633 18.8344 18.233 15.0033 14.2215 13.2112 11.0199 9.73404 10.3479 19.3431 9.73204 8.49567 7.65244 6.5211 6.29475 5.68532 6.72389 5.66635 4.06995 3.76498 3.48579 3.19454 2.83149 1.73757 1.50758
threshold=0.10749500000000002 0.12313000000000002 1.0000000180025095e-35 0.089455000000000021 1.0000000180025095e-35 0.097005000000000022 0.120245 -0.066634999999999986 -0.13871999999999998 -1.0000000180025095e-35 0.14828500000000003 0.085835000000000009 -0.010434999999999998 -0.081864999999999979 -0.089744999999999978 0.090485000000000024 0.110335 0.13084500000000002 0.10019000000000002 0.0065900000000000012 -0.077384999999999995 -0.097124999999999989 0.088295000000000012 -0.097574999999999981 0.08895500000000002 -0.076029999999999986 0.11238500000000001 0.11523000000000001 -0.072649999999999978 0.13673000000000005 -0.080104999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 5 13 8 10 -2 -1 -4 12 -6 -3 18 -15 20 -11 19 -5 25 -16 -10 23 26 -25 -7 -23 28 -27 -14 -21
right_child=1 6 9 4 11 17 -8 -9 21 16 -12 -13 29 14 15 -17 -18 -19 -20 30 -22 22 -24 24 -26 27 -28 -29 -30 -31 -32
leaf_value=0.005899176711725589 0.0050577748840450656 0.0020915605964568792 0.0016968123225026934 0.004443404726386338 0.0023597684831698881 0.0045625383639038026 0.0027606342538614688 0.0034288242918160449 0.0052849352677200607 0.0035260840891999145 0.00032168459979783144 0.0037081174252163716 0.0013051371163103546 0.0049507637906237162 0.0037750079272008291 0.0030460980286159027 0.0023221275822352082 0.0035003344244177595 0.0054178089143684192 0.0050322423257152422 0.0046366071335430577 0.0054354513080394603 0.0040528110068337809 0.0048187284142298158 0.0045486808639817865 0.0041421114662031789 0.0047660914462543088 0.0044362985458159089 0.0035637573373614203 0.00079086353976215971 0.004539818770060937
leaf_weight=63 63 66 65 89 68 81 53 53 89 54 62 52 53 53 52 66 55 54 52 52 103 83 53 776 324 76 52 60 64 54 52
leaf_count=63 63 66 65 89 68 81 53 53 89 54 62 52 53 53 52 66 55 54 52 52 103 83 53 776 324 76 52 60 64 54 52
internal_value=0 0.00232727 0.00320301 0.00455779 0.00405221 0.00470174 0.00144537 0.0043137 0.0048396 0.00246242 0.00114864 0.00294423 0.00144488 0.00437253 0.00415098 0.00395908 0.00291878 0.00424947 0.00480291 0.00435449 0.00434769 0.0047911 0.00475696 0.00478717 0.00473921 0.00419462 0.00517778 0.00404551 0.00387787 0.0010458 0.00478624
internal_weight=0 578 290 2414 535 1879 288 116 1440 174 235 120 173 415 274 221 109 439 141 385 155 1377 1288 1235 1100 281 135 200 140 107 104
internal_count=2992 578 290 2414 535 1879 288 116 1440 174 235 120 173 415 274 221 109 439 141 385 155 1377 1288 1235 1100 281 135 200 140 107 104
is_linear=0
shrinkage=0.00201133


Tree=904
num_leaves=24
num_cat=0
split_feature=1 1 123 16 14 4 4 52 4 1 4 4 4 1 52 13 157 43 151 4 133 16 16
split_gain=1612.96 307.494 153.225 101.584 67.1838 60.6108 50.5224 29.9413 32.2143 23.3089 21.949 17.2182 48.5851 21.3584 17.1589 20.6404 16.0715 12.2262 14.4105 10.0428 5.63161 4.82722 2.11551
threshold=0.10509 0.12313000000000002 1.0000000180025095e-35 0.12992000000000004 0.064610000000000015 0.27998000000000006 0.053925000000000008 -0.014264999999999998 0.27998000000000006 0.14754500000000001 0.018150000000000003 -0.14088999999999999 -0.44205499999999992 0.095920000000000019 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0048549999999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.0051950000000000008 0.088395000000000015 -0.44388499999999992 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 6 10 11 -2 -9 21 -3 12 16 17 15 22 -1 19 -19 -13 -16 -7 -8
right_child=1 5 -4 -5 -6 9 14 8 -10 -11 -12 13 -14 -15 20 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0064576578811692056 0.0015415308612215224 0.00052861503766744075 0.0028078711596291714 0.0048720336190846694 0.0071600156148570885 0.00035530834354232451 0.0049470600170580872 0.003952500755025139 0.0021872375521420173 -0.0016917520853704704 0.0022324600592797277 0.0057641573830423164 0.0033744715572044384 0.004564223797149409 0.0055913353112136107 0.0031293408695029887 0.0050039943917867293 0.0043325568717952952 0.0054637139620579457 0.0048656169924432323 0.0046894191519885747 -0.00047976184635376457 0.004380104056176436
leaf_weight=53 103 69 92 89 90 56 54 71 102 52 55 1130 57 82 62 53 74 52 380 53 52 56 55
leaf_count=53 103 69 92 89 90 56 54 71 102 52 55 1130 57 82 62 53 74 52 380 53 52 56 55
internal_value=0 0.00177721 0.00535249 0.00300323 0.00545667 0.000223331 0.00538559 0.00240053 0.00291183 -0.000578906 0.00128453 0.00550356 0.00491815 0.00556702 0.00458152 0.00416015 0.00561081 0.00561792 0.00532761 0.00572392 0.00518012 -6.2035e-05 0.00466118
internal_weight=0 653 2339 365 2247 288 2157 276 173 164 124 1881 184 1697 276 162 127 1615 432 1183 114 112 109
internal_count=2992 653 2339 365 2247 288 2157 276 173 164 124 1881 184 1697 276 162 127 1615 432 1183 114 112 109
is_linear=0
shrinkage=0.00201133


Tree=905
num_leaves=14
num_cat=0
split_feature=147 14 3 16 457 1429 3 16 16 40 1429 148 16
split_gain=9.2231 10.2719 4.18241 6.94951 4.42789 3.69744 4.66701 6.18024 5.12432 5.73502 3.8234 3.28312 2.36984
threshold=0.089245000000000005 0.073890000000000011 0.10402500000000002 -0.062279999999999995 0.092330000000000009 0.084895000000000012 -0.15041499999999997 0.044620000000000007 -0.51287499999999986 -0.085354999999999986 0.087885000000000019 -0.079104999999999995 -0.47730499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 5 6 7 -1 -8 -10 -7 -2 -4
right_child=11 -3 3 -5 -6 10 8 -9 9 -11 -12 -13 -14
leaf_value=-0.0013241896110390632 0.00067918330729153334 0.0031536128848828693 0.00036117217327693126 -0.00073276412283441582 0.002865733584379678 0.0034294707348146089 0.0031114289321445823 0.0013342989629728751 -0.00038115153843079191 0.0013207015840532878 0.0014805306213903505 -0.0012929396388935155 0.0019334459245260189
leaf_weight=54 55 102 52 90 63 54 52 65 69 2039 92 59 86
leaf_count=54 55 102 52 90 63 54 52 65 69 2039 92 59 86
internal_value=0 0.00134374 0.00127575 0.000522406 0.00134476 0.00130522 0.00124775 0.000127405 0.00130945 0.00126497 0.0022018 -0.000340933 0.00134144
internal_weight=0 2818 2716 228 2488 2425 2279 119 2160 2108 146 114 138
internal_count=2932 2818 2716 228 2488 2425 2279 119 2160 2108 146 114 138
is_linear=0
shrinkage=0.00580803


Tree=906
num_leaves=19
num_cat=0
split_feature=2 30 3 2 123 0 2 0 16 150 3 2 2 159 52 0 150 3
split_gain=293.878 151.57 94.2833 46.1764 44.9793 31.8112 28.9629 28.8923 21.9375 19.7942 19.3544 11.2575 10.8 5.98789 6.38686 4.49739 4.0893 2.75527
threshold=0.11934000000000002 0.086535000000000015 0.11745500000000002 0.14870000000000003 1.0000000180025095e-35 -0.084114999999999981 0.090020000000000017 -0.060094999999999989 0.11702000000000001 0.082085000000000019 -0.12077499999999998 0.13447000000000003 0.25063000000000007 0.092745000000000008 0.49613000000000007 -0.078924999999999981 0.086765000000000023 0.25089000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 -2 7 10 -9 13 -1 -7 -5 14 -8 -6 -12 -4
right_child=3 -3 17 12 15 11 9 8 -10 -11 16 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0059500931544395029 0.0019291214287890553 0.0014837951724447338 0.0029889815718920944 0.0019033043702711648 0.0037546983521432663 0.0042128743350685772 0.0043769322527735747 0.0028951651994879525 0.0047107516372885596 0.0034094138028673599 0.0049451465148648878 0.0030124344017234549 0.00060934904573943321 0.0050377621032560594 0.0051180223019998234 0.0029181982492184266 0.0044865684184834829 0.0023229078432534262
leaf_weight=84 83 72 57 62 61 64 609 53 65 80 1178 74 52 83 56 53 93 53
leaf_count=84 83 72 57 62 61 64 609 53 65 80 1178 74 52 83 56 53 93 53
internal_value=0 0.00447803 0.0045634 0.00239535 0.00464971 0.00295342 0.0047133 0.00488946 0.00389547 0.0043999 0.004976 0.00356932 0.00131328 0.0045058 0.00443937 0.003366 0.00491161 0.00266826
internal_weight=0 2597 2525 335 2415 221 2301 1473 118 828 1355 138 114 748 665 114 1271 110
internal_count=2932 2597 2525 335 2415 221 2301 1473 118 828 1355 138 114 748 665 114 1271 110
is_linear=0
shrinkage=0.00209259


Tree=907
num_leaves=30
num_cat=0
split_feature=1 52 1 0 2 1 14 15 123 47 49 2 47 4 4 0 2 4 2 4 43 2 15 133 43 133 4 52 42
split_gain=1125.96 212.006 121.483 83.3255 78.235 43.515 43.5653 35.1284 30.2983 32.0213 25.6019 23.0437 22.3906 20.8608 13.8736 19.1876 13.2293 16.3393 12.8077 12.018 8.76734 8.48735 4.24627 3.4792 3.33598 2.85936 2.32457 1.82017 1.61557
threshold=0.10471000000000001 -0.40011499999999994 0.12988000000000002 -0.12851999999999997 0.099845000000000003 0.089245000000000005 0.073890000000000011 0.087450000000000014 0.081180000000000016 0.086165000000000005 -0.046739999999999997 0.12860500000000002 0.081905000000000019 0.41165000000000002 -0.50393499999999991 -0.070134999999999989 0.16730000000000003 0.31392000000000003 0.08895500000000002 0.058025000000000007 0.00042000000000000007 0.076510000000000009 -0.46483499999999994 0.084675000000000014 0.0085250000000000031 0.047685000000000005 -0.12685999999999997 -0.069059999999999996 0.092860000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 13 5 6 14 12 9 -5 -6 19 27 -3 -1 18 17 -4 21 20 23 -16 -19 26 28 -20 -12 -7 -9
right_child=1 2 16 8 10 7 -8 24 -10 -11 11 -13 -14 -15 15 -17 -18 22 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.018901500886919533 0.01772939025171167 0.012323736450610271 0.013667640100373064 0.015157522494410736 0.01520877065475575 0.015965218649561911 0.019522770087219005 0.018152016646406591 0.014040943098752375 0.017357862041733351 0.017508226877614962 0.015461698975641 0.017260495645143575 0.014071480048266282 0.017450410697437406 0.016497284194903282 0.011345386559050987 0.01259152057845214 0.017275404795102176 0.016293349085035887 0.016593262341293821 0.018068982965876713 0.011689523701009986 0.017196651056987249 0.017217280973207651 0.017655902370260778 0.018194071066072081 0.015359262364621732 0.017625429130721335
leaf_weight=56 74 77 54 99 56 55 79 72 63 52 57 53 77 65 139 61 54 55 195 78 65 704 55 79 52 238 52 55 61
leaf_count=56 74 77 54 99 56 55 79 72 63 52 57 53 77 65 139 61 54 55 195 78 65 704 55 79 52 238 52 55 61
internal_value=0 0.0141199 0.0136546 0.0144704 0.0175031 0.0177081 0.0178833 0.0170146 0.0153637 0.0159154 0.016644 0.0168532 0.0163206 0.0131239 0.0177903 0.0177438 0.0123222 0.0126436 0.0178033 0.0170759 0.0173171 0.017967 0.0121407 0.0175673 0.0177159 0.0174846 0.0178356 0.0156625 0.0179107
internal_weight=0 648 574 356 2284 1844 1472 372 214 151 440 384 187 142 1393 1337 218 164 1276 331 253 843 110 188 185 433 109 110 133
internal_count=2932 648 574 356 2284 1844 1472 372 214 151 440 384 187 142 1393 1337 218 164 1276 331 253 843 110 188 185 433 109 110 133
is_linear=0
shrinkage=0.00226508


Tree=908
num_leaves=20
num_cat=0
split_feature=4 3 39 14 0 4 0 4 3 49 3 34 14 42 4 157 3 156 13
split_gain=484.386 192.624 110.334 49.2672 38.237 40.4325 25.2844 46.5872 61.1555 24.3798 23.2435 17.1071 18.1618 14.6757 10.9005 10.6669 9.83228 5.7895 4.44071
threshold=0.31392000000000003 0.28833000000000003 0.085285000000000014 0.073890000000000011 -0.11167499999999998 -0.0029949999999999998 -0.076589999999999978 -0.49269499999999994 -0.11151499999999999 -0.0086549999999999978 0.088880000000000015 -0.010739999999999998 -0.10523499999999998 0.089470000000000008 0.020110000000000006 -0.004729999999999999 0.11878500000000002 0.090135000000000007 -0.080784999999999982
decision_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 14 15 -9 -4 -7 -2 -13 16 17 -8 -14 -6 -16
right_child=11 -3 9 -5 6 10 7 8 -10 -11 -12 12 13 -15 18 -17 -18 -19 -20
leaf_value=0.0025529529328289433 0.00083234537766341439 0.00086781917791686237 0.0021756178274302839 0.0065627584660979555 0.0052900077116920918 0.0053641566483454278 0.0065796358560194449 0.0025899128872054673 0.0046893664942546055 0.003861089472210364 0.0036116716278609524 0.0030281059518973154 0.0027223734377774121 0.00080006679130037179 0.0050762832678062078 0.0052884385983646689 0.001472651766097345 0.0045295278400209098 0.0043001226817747911
leaf_weight=64 62 61 73 94 1176 92 58 80 475 101 63 78 70 56 63 70 56 52 88
leaf_count=64 62 61 73 94 1176 92 58 80 475 101 63 78 70 56 63 70 56 52 88
internal_value=0 0.00476806 0.00486139 0.00498646 0.00492149 0.00403869 0.00501524 0.00466548 0.00438679 0.0031541 0.00465201 0.00188115 0.00213116 0.00174663 0.00518845 0.0058737 0.00216713 0.00525782 0.00462411
internal_weight=0 2610 2549 2375 2281 219 2062 683 555 174 155 322 260 182 1379 128 126 1228 151
internal_count=2932 2610 2549 2375 2281 219 2062 683 555 174 155 322 260 182 1379 128 126 1228 151
is_linear=0
shrinkage=0.00222067


Tree=909
num_leaves=26
num_cat=0
split_feature=4 2 12 2 2 4 11 2 2 4 11 12 14 0 0 13 123 4 48 51 0 12 51 43 51
split_gain=544.634 195.494 106.01 72.9847 61.1746 50.4735 43.2168 29.8786 28.1025 35.3696 22.4349 19.8134 17.3765 17.2075 16.3455 11.8258 10.4772 8.12429 7.21086 6.24162 6.22077 4.31191 3.4343 4.58944 2.73052
threshold=0.31392000000000003 0.13388500000000003 0.056995000000000011 0.10859000000000001 0.078775000000000012 -0.0048949999999999992 1.0000000180025095e-35 0.14019000000000004 0.092250000000000013 -0.013634999999999998 0.08235000000000002 0.096675000000000025 -0.42495999999999995 -0.11214999999999999 -0.18713499999999997 -0.049464999999999988 0.084495000000000015 0.058025000000000007 0.083980000000000013 -0.029924999999999997 -0.075914999999999996 0.08648500000000002 0.010750000000000001 -0.015924999999999998 -0.092104999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 11 12 18 -10 -8 13 -2 -4 -14 -3 -16 22 -6 -12 21 -15 23 -13 -22
right_child=7 15 6 -5 8 -7 10 -9 9 -11 19 17 14 20 16 -17 -18 -19 -20 -21 24 -23 -24 -25 -26
leaf_value=0.0022219065060628969 0.0041045666641173727 0.0018102356123935663 0.0048629511811823494 0.0029996210538847188 0.0074868612095305648 0.0054746916938156233 0.0087147857758332319 0.0010644376982622483 0.0065011988546581825 0.0040593859865667506 0.0073684772299232506 0.0062145386816951685 0.0036158639937824439 0.006561770684987994 0.0025940036892995529 0.0034092735331487322 0.0012069283900310332 0.0049043645766226737 0.0062871557891294554 0.0061727433605011138 0.0054132920015880171 0.0062559287726412999 0.0052988244838720489 0.0055530191830355782 0.0060708261018657152
leaf_weight=55 53 52 52 94 65 60 55 72 74 69 54 148 58 444 86 60 53 75 57 52 52 763 66 112 151
leaf_count=55 53 52 52 94 65 60 55 72 74 69 54 148 58 444 86 60 53 75 57 52 52 763 66 112 151
internal_value=0 0.0058365 0.00597859 0.00493462 0.0054132 0.00391924 0.00622306 0.0024567 0.00606143 0.00532316 0.00744252 0.00611766 0.00285757 0.00625025 0.00252195 0.0026671 0.00206531 0.00563421 0.00692656 0.00678214 0.00630139 0.00636846 0.00580204 0.00592968 0.00590252
internal_weight=0 2610 2498 474 380 115 2024 322 265 143 161 1863 250 1462 197 112 139 401 122 106 1410 1207 326 260 203
internal_count=2932 2610 2498 474 380 115 2024 322 265 143 161 1863 250 1462 197 112 139 401 122 106 1410 1207 326 260 203
is_linear=0
shrinkage=0.0024518


Tree=910
num_leaves=31
num_cat=0
split_feature=12 13 12 15 16 15 48 51 12 14 3 3 15 16 51 12 160 49 52 3 1446 43 15 3 15 1429 13 1446 52 52
split_gain=746.174 222.883 149.895 94.7218 78.8374 77.4587 67.8666 62.0253 44.9897 31.2891 28.5407 52.2327 27.9481 21.4815 19.6041 14.9324 15.0587 13.5669 12.1883 11.5628 6.01341 4.83432 7.12831 4.56413 2.96342 2.51104 1.89325 1.6663 1.38101 0.682939
threshold=0.056995000000000011 -0.004409999999999999 0.10082000000000001 -0.38214499999999996 -0.33811499999999994 -0.26361999999999991 0.091045000000000015 -0.097124999999999989 0.13936000000000001 0.073890000000000011 0.110335 -0.016814999999999997 -0.085999999999999979 -0.18817999999999999 -0.034094999999999993 0.091625000000000012 -0.059339999999999997 -1.0000000180025095e-35 0.029970000000000007 0.0035100000000000005 0.037915000000000011 -0.083349999999999994 0.039965000000000007 -0.082714999999999997 -0.043134999999999993 0.083985000000000018 0.0035100000000000005 0.086940000000000003 0.089575000000000016 -0.013914999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 -3 -4 19 12 -5 14 13 11 -9 -7 18 -6 20 -17 -13 -2 -1 21 25 -23 29 -25 -15 -16 -22 -28 -18
right_child=2 3 4 7 8 6 -8 10 -10 -11 -12 17 -14 15 26 16 23 -19 -20 -21 27 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.0018461530541415009 0.0045129018367463898 0.0022227433014041756 0.0025099673036471795 0.0062580599588809155 0.0044381193767620104 0.0045311305325320961 0.0017126700482232018 0.0033140565226220122 0.0034205037489441581 0.0072323377976815069 0.0033673194681149172 0.0047792855397359542 0.0029882075103968291 0.0061249370272570278 0.0053837476890171718 0.0050107471316675695 0.0059648036767409821 0.0059472111800302398 0.0057138643265097966 0.00066730965677173665 0.0066026570839246065 0.0056519144223974582 0.0060636484142690215 0.0053834834110806327 0.005840464696689758 0.0065925019619767636 0.0059536836258758819 0.0062119166826326211 0.0055184518201734306 0.0062351678956724908
leaf_weight=57 61 57 54 86 74 86 87 62 56 64 70 68 83 230 102 102 77 76 61 63 78 241 415 86 132 52 58 86 52 71
leaf_count=57 61 57 54 86 74 86 87 62 56 64 70 68 83 230 102 102 77 76 61 63 78 241 415 86 132 52 58 86 52 71
internal_value=0 0.00354368 0.00569253 0.0044944 0.00463895 0.00248418 0.00307321 0.00485204 0.00497505 0.00593011 0.00441386 0.00476938 0.00377348 0.00588084 0.00527936 0.00594045 0.00565616 0.00539583 0.00511355 0.00122743 0.00606117 0.00600227 0.00591242 0.00583598 0.00566028 0.00621123 0.00557291 0.00639788 0.00574812 0.00609464
internal_weight=0 795 2152 419 396 376 256 362 342 1756 276 206 169 1692 286 1570 468 144 122 120 1102 938 656 366 218 282 212 164 110 148
internal_count=2947 795 2152 419 396 376 256 362 342 1756 276 206 169 1692 286 1570 468 144 122 120 1102 938 656 366 218 282 212 164 110 148
is_linear=0
shrinkage=0.00189532


Tree=911
num_leaves=14
num_cat=0
split_feature=15 160 16 0 16 16 151 34 376 43 48 157 12
split_gain=19.164 14.3745 12.0609 9.2873 18.7401 8.36947 10.0701 6.29686 6.07997 5.75061 4.37072 4.39572 2.19249
threshold=-0.26361999999999991 -1.0000000180025095e-35 -0.42170999999999997 1.0000000180025095e-35 0.12992000000000004 -0.52541999999999989 -0.030624999999999996 -0.016844999999999995 0.084125000000000019 -0.50589999999999991 0.12796000000000005 -0.084874999999999992 0.091495000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 -2 -7 9 -9 11 -11 -6
right_child=3 2 -4 4 12 7 -8 8 -10 10 -12 -13 -14
leaf_value=0.0030187708458382966 -0.00057705821914703415 0.0018705509027552789 -0.0024241690426611367 -0.00065243429717288279 0.0041489957202401721 0.0056270625112147376 0.0035742149747326007 0.0055656847623460834 0.00096666593482984517 0.0042832747429747868 0.0051843334133452679 0.0031094452668406552 0.0024486667401480314
leaf_weight=95 60 56 72 93 76 55 53 53 55 167 55 1986 71
leaf_count=95 60 56 72 93 76 55 53 53 55 167 55 1986 71
internal_value=0 0.000973067 -0.00054465 0.00309001 0.00178543 0.00321603 0.00136934 0.00330401 0.00324881 0.00330429 0.00324998 0.00320053 0.00332825
internal_weight=0 223 128 2724 240 2484 113 2371 2316 2261 2208 2153 147
internal_count=2947 223 128 2724 240 2484 113 2371 2316 2261 2208 2153 147
is_linear=0
shrinkage=0.00694113


Tree=912
num_leaves=21
num_cat=0
split_feature=1 52 47 0 1 123 3 2 2 457 11 0 3 1 51 2 481 3 3 402
split_gain=591.785 123.762 84.353 49.7593 44.0311 37.0087 36.4585 30.2966 21.4392 29.1208 20.4426 20.093 22.8711 13.1049 8.07099 6.78792 5.93436 5.6888 5.57089 4.57939
threshold=0.10442000000000001 -0.25811499999999993 1.0000000180025095e-35 0.148925 0.13074500000000003 1.0000000180025095e-35 -0.047774999999999991 1.0000000180025095e-35 0.090020000000000017 0.056920000000000005 1.0000000180025095e-35 -0.14920999999999998 -0.13117499999999996 0.14920500000000003 -0.40444499999999994 0.13554000000000002 -0.048929999999999994 0.040040000000000006 -0.044539999999999989 0.089890000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 8 -3 -4 11 10 14 -1 -13 15 -10 -6 -16 -8 19 -14
right_child=1 2 7 -5 13 -7 17 -9 9 -11 -12 12 18 -15 16 -17 -18 -19 -20 -21
leaf_value=0.0068812478354905891 0.0057697652914731716 0.0040080335790246098 0.0052885720259636775 0.0035062508000129875 0.0024080957552442095 0.0042196359295705657 0.0017851728832542781 0.0032375576976479414 0.004663570443995152 0.0038113181752199641 0.0068085118834295254 0.0044212004488859303 0.0058731074609965151 0.00044012747370643693 0.0061908792924014553 0.0012970013358671716 0.0054443572119692194 0.0026384394836429207 0.0052687900013113631 0.00629982846008054
leaf_weight=100 82 92 74 56 52 87 79 74 63 53 61 57 967 53 61 62 571 82 70 151
leaf_count=100 82 92 74 56 52 87 79 74 63 53 61 57 967 53 61 62 571 82 70 151
internal_value=0 0.0031682 0.00279258 0.00561634 0.00227429 0.00566906 0.00287023 0.00426323 0.00572759 0.00543584 0.00554969 0.00590306 0.00582447 0.00137132 0.00543917 0.00180403 0.00551645 0.00221991 0.00589178 0.00593076
internal_weight=0 650 568 2297 420 2241 253 148 2154 809 756 1345 1245 167 695 114 632 161 1188 1118
internal_count=2947 650 568 2297 420 2241 253 148 2154 809 756 1345 1245 167 695 114 632 161 1188 1118
is_linear=0
shrinkage=0.00226508


Tree=913
num_leaves=21
num_cat=0
split_feature=1 52 3 124 2 10 2 2 15 11 2 3 3 147 15 3 133 3 16 15
split_gain=550.507 111.425 57.6173 51.3353 40.7193 37.0599 35.0505 33.7873 29.6537 31.7093 21.2618 18.9712 30.4551 18.6594 17.8366 14.2548 16.5003 8.10821 9.79058 4.6912
threshold=0.10442000000000001 -0.34918499999999997 -0.055389999999999988 -0.082389999999999977 0.10523 -0.0093599999999999985 0.123795 -1.0000000180025095e-35 0.039965000000000007 1.0000000180025095e-35 0.10892 0.090170000000000014 0.143375 0.087265000000000023 -0.15097999999999998 0.088880000000000015 -0.0054649999999999985 -0.062694999999999987 0.0060400000000000011 0.087885000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 -3 -4 8 -7 13 17 -9 -12 -13 14 -5 16 -16 18 19 -10
right_child=1 2 5 6 -6 7 -8 10 9 -11 11 12 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=0.0038216506035729197 0.0056014439243312437 0.004899184017434435 0.0011428941278229547 0.0063277459152767078 0.0028090016495048295 0.0013154277293205088 0.0040675302563612696 0.0043122766848212772 0.0059451832128305723 0.0074061360566046643 0.0018605379665830723 0.0044470468316318065 0.0024294135527164009 0.0041331068846681227 0.0047811876638616602 0.0044645999998218786 0.005523929886407531 0.0065603594725661771 0.0049389115266385789 0.005618373571063884
leaf_weight=85 79 92 79 85 79 59 74 53 351 55 67 57 85 57 168 84 734 52 73 479
leaf_count=85 79 92 79 85 79 59 74 53 351 55 67 57 85 57 168 84 734 52 73 479
internal_value=0 0.00322526 0.00289647 0.0054503 0.00393368 0.002453 0.00551287 0.00277536 0.00556289 0.00582878 0.00310403 0.00279753 0.00323947 0.00532479 0.0053882 0.00530718 0.00538562 0.00573791 0.00569053 0.00575661
internal_weight=0 650 571 2297 171 400 2212 321 2138 1010 262 209 142 1128 1071 986 902 955 903 830
internal_count=2947 650 571 2297 171 400 2212 321 2138 1010 262 209 142 1128 1071 986 902 955 903 830
is_linear=0
shrinkage=0.00213444


Tree=914
num_leaves=29
num_cat=0
split_feature=1 52 47 1 2 12 3 457 1 49 2 12 12 13 1 52 11 13 12 12 51 52 43 4 13 15 4 15
split_gain=644.472 112.996 79.9244 51.1514 49.306 37.0636 31.0202 30.2363 27.737 25.4823 19.7342 18.0325 22.7093 12.5297 10.456 9.99119 15.7993 9.76957 7.40623 7.29724 7.69944 5.97496 5.70059 4.48987 4.05749 3.01516 2.9752 0.959682
threshold=0.10442000000000001 -0.34918499999999997 1.0000000180025095e-35 0.12257000000000003 0.092320000000000013 -1.0000000180025095e-35 -0.036264999999999992 0.048350000000000011 0.085720000000000005 -0.025549999999999996 0.13881000000000002 0.11819000000000002 -1.0000000180025095e-35 -0.087669999999999984 0.091635000000000008 0.26536500000000002 1.0000000180025095e-35 -0.014549999999999999 0.084595000000000017 0.080635000000000012 -0.087719999999999979 0.023800000000000005 -0.081584999999999977 0.50944500000000004 -0.083274999999999988 0.088965000000000002 -0.07718499999999999 -0.012189999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 8 -3 -4 11 15 -10 23 12 -6 -7 17 16 19 22 -11 -1 -21 -19 -14 -5 -20 -22 -26 -28
right_child=1 2 6 10 7 13 -8 -9 9 18 -12 -13 14 -15 -16 -17 -18 21 24 20 25 -23 -24 -25 26 -27 27 -29
leaf_value=0.0076013008267141356 0.0065114295332913954 0.0024832261163668951 0.0062569716497775504 0.0035144089850316822 0.0052443774898346378 0.0036475097827996781 0.004209287161955534 0.0044558647139024835 0.0050616015203378386 0.0058952506686103445 0.0016931066048777072 0.00507662378864165 0.0071958652370901826 0.0049937719867044423 0.0073212516769114661 0.0060112350696766249 0.0081863866321015399 0.0055406943828879996 0.0070566711056048647 0.0060567567574273048 0.0069910484218652456 0.0063861035474988238 0.0064388483230707373 0.0026016043739267606 0.0068113270887342819 0.0066138229298677818 0.0060853239466209085 0.006460885045234367
leaf_weight=76 79 61 63 54 87 52 87 54 69 77 101 66 62 100 63 53 53 92 94 53 701 76 248 53 99 126 60 88
leaf_count=76 79 61 63 54 87 52 87 54 69 77 101 66 62 100 63 53 53 92 94 53 701 76 248 53 99 126 60 88
internal_value=0 0.00402182 0.00367733 0.00318126 0.00652653 0.00394635 0.00506947 0.00605803 0.00675276 0.00631341 0.00239767 0.00618266 0.00629886 0.00453336 0.00646839 0.00695421 0.00700371 0.00635594 0.00651999 0.00693812 0.00688082 0.00592328 0.00659033 0.00306249 0.00666099 0.0069336 0.00651031 0.00630879
internal_weight=0 650 571 421 2297 213 150 748 1549 487 208 694 628 152 541 1062 1009 478 418 956 880 168 310 107 341 827 247 148
internal_count=2947 650 571 421 2297 213 150 748 1549 487 208 694 628 152 541 1062 1009 478 418 956 880 168 310 107 341 827 247 148
is_linear=0
shrinkage=0.00222067


Tree=915
num_leaves=23
num_cat=0
split_feature=4 2 150 15 4 150 2 159 13 479 159 15 15 1446 2 133 13 4 4 2 15 13
split_gain=35.9663 10.217 8.99964 7.08033 10.3931 7.02363 5.02484 4.85335 4.21955 4.24751 5.15077 5.62967 7.27307 3.74484 3.46984 2.74676 3.87159 3.6442 1.92293 1.45596 1.00584 0.172046
threshold=0.31392000000000003 0.10859000000000001 0.093625000000000014 -0.43091499999999999 0.51292000000000015 0.082590000000000011 -0.007134999999999999 0.10610000000000001 -0.14847499999999997 0.088585000000000011 0.091625000000000026 1.0000000180025095e-35 -0.0073449999999999991 0.088585000000000011 0.09277500000000001 0.118995 -0.012549999999999997 -0.047714999999999987 0.018150000000000003 -0.080859999999999974 -0.048464999999999994 -0.076349999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 15 4 -2 21 19 -6 -8 10 11 12 -10 -13 20 16 18 -18 -3 -1 -12 -5
right_child=3 2 -4 5 7 -7 8 -9 9 -11 14 13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0025807103672551433 0.0040850798539839844 0.002883597485178344 -0.00040013618435866179 -0.00091781827174726785 0.0019445226459045785 0.0015176077290132625 0.004957599196679879 -0.0008123654251768847 0.0030369262698704642 0.0015031740549144368 0.0029933852570886389 0.0034098840472146499 0.0013937177604227667 0.0051387027790999002 0.0055374106947532337 0.0010905425035959786 0.0029368621077337036 0.00099252132073893639 0.004421594933000113 0.0010814653962089981 0.0041610069331283047 -0.0014453843312786398
leaf_weight=54 52 92 52 52 53 64 59 52 755 58 53 857 130 55 61 52 82 77 53 53 73 52
leaf_count=54 52 92 52 52 53 64 59 52 755 58 53 857 130 55 61 52 82 77 53 53 73 52
internal_value=0 0.00302341 0.00209066 0.00076127 0.00174039 -0.000153331 0.00319574 0.000578555 0.00326482 0.00321587 0.00326591 0.00316036 0.00279563 0.00351422 0.0042798 0.00245468 0.00268779 0.00199569 0.00344623 0.00183873 0.00367041 -0.00118226
internal_weight=0 2616 408 325 157 168 2208 105 2101 2042 1984 1797 885 912 187 356 304 159 145 107 126 104
internal_count=2941 2616 408 325 157 168 2208 105 2101 2042 1984 1797 885 912 187 356 304 159 145 107 126 104
is_linear=0
shrinkage=0.00641253


Tree=916
num_leaves=19
num_cat=0
split_feature=10 15 11 15 15 15 16 15 133 16 376 132 14 16 16 401 1446 16
split_gain=23.8429 10.3315 5.64048 6.32233 5.12403 5.89821 4.87314 4.63472 9.6394 8.81073 4.09821 4.38756 3.35332 3.7023 2.56081 1.9688 2.2621 0.907179
threshold=-0.089679999999999982 -0.2987999999999999 1.0000000180025095e-35 1.0000000180025095e-35 0.13954000000000003 0.082725000000000007 -0.097664999999999988 -0.0058149999999999999 0.085285000000000014 0.066010000000000013 0.076485000000000011 0.084790000000000018 -0.10523499999999998 -0.47730499999999992 -0.006494999999999999 0.083100000000000021 0.084465000000000012 -0.085454999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 4 14 5 7 -7 10 9 -9 11 -3 -2 -14 -4 16 -8 -17
right_child=1 2 3 -5 -6 6 15 8 -10 -11 -12 -13 13 -15 -16 17 -18 -19
leaf_value=-0.0010608234206432971 0.0020226445629993452 0.0027636585790954842 0.0041504845111604901 0.0055955780438356334 0.00093410196781904388 0.0050098434033492662 0.0026549023372677769 -0.00041449507203817596 0.0040882383166250934 0.0025258082547836647 0.00083396681660035147 0.001283556893309576 0.0014653871223068175 -0.0010670076275069087 0.0022298085831942527 0.004268329565581974 0.0038449512446532262 0.0031629864009370665
leaf_weight=87 89 1044 52 61 85 56 640 113 53 81 62 102 55 52 85 65 84 75
leaf_count=87 89 1044 52 61 85 56 640 113 53 81 62 102 55 52 85 65 84 75
internal_value=0 0.00255494 0.00266614 0.00377189 0.00257711 0.00263589 0.00306263 0.002366 0.00151591 0.000812783 0.00253976 0.00263199 0.00104657 0.000234012 0.00295935 0.00293634 0.00279307 0.0036767
internal_weight=0 2854 2658 198 2460 2375 920 1455 247 194 1208 1146 196 107 137 864 724 140
internal_count=2941 2854 2658 198 2460 2375 920 1455 247 194 1208 1146 196 107 137 864 724 140
is_linear=0
shrinkage=0.00680503


Tree=917
num_leaves=27
num_cat=0
split_feature=1 1 0 123 1 49 2 10 14 2 0 0 13 0 2 0 159 1 403 0 13 403 1456 1 49 13
split_gain=786.98 128.731 61.1108 50.1189 46.5608 52.6637 38.7005 34.988 22.0931 21.3357 15.0026 14.4178 12.4766 11.1533 7.54844 8.51423 7.99291 6.32124 6.21721 10.0008 4.74989 3.705 3.36301 3.02076 2.70598 1.06111
threshold=0.10557500000000002 0.13074500000000003 -0.12851999999999997 0.081180000000000016 0.095920000000000019 -0.042794999999999993 0.10859000000000001 -1.0000000180025095e-35 0.064610000000000015 0.11125500000000001 -0.18713499999999997 -0.081294999999999992 -0.052719999999999996 -0.047019999999999999 0.089945000000000011 -0.072529999999999983 0.093100000000000002 0.10970000000000001 0.0055000000000000005 -0.10594499999999998 -1.0000000180025095e-35 0.10323500000000001 -0.040024999999999998 1.0000000180025095e-35 0.10627500000000002 -0.064249999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 10 9 6 -6 8 -3 14 17 -2 -7 -9 24 15 18 22 -4 19 -1 -13 -20 -16 -24 25 -8
right_child=1 7 3 -5 5 11 13 12 -10 -11 -12 20 -14 -15 16 -17 -18 -19 21 -21 -22 -23 23 -25 -26 -27
leaf_value=0.0062360227018524008 0.0044117796832238805 0.0014928155317540657 0.00567644660764508 0.0036561964207574714 0.0040844675029196508 0.0055337360792217316 0.0067056768326079425 0.002722276835436336 0.008114776889415783 0.0046709943847829611 0.0029660240550510872 0.0064195381958552112 0.0039441972135424502 0.0051632018119220288 0.0071479276212989126 0.0063515195078033947 0.0073925921788497561 0.0065896643333612547 0.0077607880516241696 0.0070688539028758235 0.0072815035381120843 0.0071299561726022847 0.0066224633075998096 0.0060587502768442722 0.0058714874877344283 0.0062834476555004024
leaf_weight=75 60 73 56 63 60 57 54 82 77 53 79 60 77 55 52 84 73 103 90 834 63 90 400 52 52 67
leaf_count=75 60 73 56 63 60 57 54 82 77 53 79 60 77 55 52 84 73 103 90 834 63 90 400 52 52 67
internal_value=0 0.00403968 0.00476729 0.00536214 0.00676002 0.00585195 0.00686606 0.00274117 0.00697168 0.00586899 0.00359026 0.00644098 0.00331417 0.00601957 0.00692137 0.00702209 0.00671657 0.00626817 0.00707379 0.00700016 0.00686122 0.0074455 0.00661861 0.00655766 0.00629168 0.00647207
internal_weight=0 646 414 275 2295 240 2055 232 1827 212 139 180 159 228 1750 1173 577 159 1089 909 123 180 504 452 173 121
internal_count=2941 646 414 275 2295 240 2055 232 1827 212 139 180 159 228 1750 1173 577 159 1089 909 123 180 504 452 173 121
is_linear=0
shrinkage=0.00217713


Tree=918
num_leaves=24
num_cat=0
split_feature=1 1 3 4 10 123 4 4 1 457 1 51 3 3 4 3 3 15 133 3 4 3 4
split_gain=647.445 104.899 60.9653 48.3402 41.8603 39.9091 38.6409 24.949 16.5985 16.2482 61.0477 15.8974 16.6199 14.4592 9.17485 7.88187 13.3624 6.05648 5.88125 5.59449 3.85242 2.60706 2.58978
threshold=0.10575500000000002 0.13074500000000003 -0.029394999999999998 0.31392000000000003 -0.063134999999999983 1.0000000180025095e-35 0.31392000000000003 0.054720000000000012 0.083670000000000008 0.05019500000000001 0.084470000000000003 0.11178000000000002 -0.14186499999999996 -0.16270999999999997 0.022635000000000006 0.0025650000000000004 0.12478500000000002 -0.081149999999999986 0.095090000000000022 -0.11151499999999999 -0.085594999999999991 -0.080884999999999985 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
left_child=5 2 3 14 -3 7 -6 9 18 11 -11 12 13 -1 -2 -4 -17 -13 21 -14 -21 -9 -8
right_child=1 4 15 -5 6 -7 22 8 -10 10 -12 17 19 -15 -16 16 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0059588964721952872 0.0057590800441309339 0.00031766974847928785 0.0023980278309285461 0.0030446610579545411 0.0037656014854093108 0.0042142806102805899 0.0020172015965447677 0.0059754779869289378 0.0040291048705746665 0.0061581645870541196 0.0032055544679492919 0.005547745937720264 0.0051406556461977429 0.0074369678671917265 0.0046463104077431186 0.0040722307451454944 0.0026245816193350962 0.0045261445206073664 0.0048079716761517252 0.0060795297752118654 0.0057875329320911714 0.0053687446515947868 0.0013407918344169258
leaf_weight=69 88 55 77 64 69 92 54 53 58 89 53 54 57 58 59 56 66 57 68 264 1230 97 54
leaf_count=69 88 55 77 64 69 92 54 53 58 89 53 54 57 58 59 56 66 57 68 264 1230 97 54
internal_value=0 0.00314727 0.00380932 0.00462482 0.00197715 0.0056202 0.00249268 0.0056788 0.00506583 0.0057664 0.0050563 0.00582275 0.00587561 0.0066341 0.00531262 0.00294453 0.00328927 0.00502335 0.00534155 0.00581349 0.00583915 0.00558328 0.00167921
internal_weight=0 642 410 211 232 2299 177 2207 276 1931 142 1789 1678 127 147 199 122 111 218 1551 1494 150 108
internal_count=2941 642 410 211 232 2299 177 2207 276 1931 142 1789 1678 127 147 199 122 111 218 1551 1494 150 108
is_linear=0
shrinkage=0.00217713


Tree=919
num_leaves=21
num_cat=0
split_feature=1 52 3 52 124 47 3 1 0 15 1 3 1 16 1 151 15 3 16 15
split_gain=632.429 115.641 84.7978 50.1829 48.8005 36.628 31.4638 24.5445 23.1552 16.5075 26.6281 15.8581 11.4301 11.3475 15.1709 9.04889 11.094 8.68251 4.69846 3.46744
threshold=0.10575500000000002 -0.25811499999999993 0.3148450000000001 0.12484500000000003 -0.083859999999999976 0.078345000000000012 0.10402500000000002 0.12019000000000001 0.12583000000000003 -0.016434999999999995 0.097305000000000016 -0.13392999999999997 0.086215000000000014 -0.4193599999999999 0.11189500000000001 -0.090364999999999987 -0.043134999999999993 -0.10690999999999999 -0.11400999999999999 -0.091074999999999975
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 -1 7 8 13 9 10 15 12 -11 -3 -15 -6 -17 -13 -19 -9
right_child=1 2 -4 -5 6 -7 -8 19 -10 11 -12 17 -14 14 -16 16 -18 18 -20 -21
leaf_value=0.003452806099161486 0.0053000068681367573 0.0034770286071166795 0.00032448727562014491 0.0044100108831508413 0.0059037827479675549 0.0036824195002462365 0.00374561159829967 0.0011038600572899106 0.0038660673604332856 0.0069590905332914356 0.0035737743709979919 0.0045700558812459425 0.0055707966520012449 0.0013928279288863397 0.0030930476605537903 0.0052412837549976861 0.0042529893352476348 0.0048404650490044589 0.005535075217634417 0.0018327910917791635
leaf_weight=76 77 55 90 76 92 89 65 95 53 66 53 54 57 56 52 588 65 53 1077 52
leaf_count=76 77 55 90 76 92 89 65 95 53 66 53 54 57 56 52 588 65 53 1077 52
internal_value=0 0.0026957 0.00234073 0.00272271 0.00523852 0.00240126 0.00529956 0.00203336 0.00534636 0.00538362 0.0051265 0.00554058 0.00631593 0.00263878 0.00221168 0.00523693 0.00514295 0.00546001 0.00550252 0.00136188
internal_weight=0 642 565 475 2299 399 2223 310 2158 2105 798 1307 123 163 108 745 653 1184 1130 147
internal_count=2941 642 565 475 2299 399 2223 310 2158 2105 798 1307 123 163 108 745 653 1184 1130 147
is_linear=0
shrinkage=0.00226508


Tree=920
num_leaves=23
num_cat=0
split_feature=1 1 3 4 11 3 3 4 3 42 376 3 3 15 42 4 4 4 1 1186 1 3
split_gain=1030.51 184.512 105.786 78.8108 51.1356 49.6879 38.0221 35.2027 24.4467 25.6062 21.1612 19.3421 19.8709 19.3377 19.0617 11.3904 9.5432 8.65442 7.01673 6.34915 4.69487 3.03602
threshold=0.10442000000000001 0.13546500000000003 -0.049204999999999992 0.27120500000000008 1.0000000180025095e-35 -0.12077499999999998 -0.073444999999999983 -0.014854999999999998 0.30863500000000005 0.09364500000000002 0.048695000000000009 0.040040000000000006 0.12478500000000002 0.025430000000000005 0.11697 0.00059000000000000014 0.043640000000000005 0.31392000000000003 0.11690500000000002 0.021560000000000003 0.08844500000000001 -0.080054999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 5 -1 16 -2 9 -3 14 18 -13 -6 15 -8 19 -9 -4 20 -7 -18
right_child=1 8 11 -5 13 6 10 17 -10 -11 -12 12 -14 -15 -16 -17 21 -19 -20 -21 -22 -23
leaf_value=0.0048427269232105292 0.0067633340333099123 0.0032914264633756639 0.0030557518126133353 0.0039040994147819647 0.0074439079727541026 0.0071465114692407777 0.0069235830929013538 0.005309073979286134 0.00028978267064544509 0.00094811623539281411 0.0049805013058768638 0.0049595189561297661 0.0030949195481770092 0.0092633059849708665 0.0051001799054021385 0.0061283452824583183 0.0067318086879976594 0.0040446617679504868 0.0019528412556301794 0.0079423854416586399 0.0067532151685168055 0.0059951475228531784
leaf_weight=74 78 52 74 53 72 1073 292 66 75 56 61 55 83 64 52 163 87 60 61 52 213 53
leaf_count=74 78 52 74 53 72 1073 292 66 75 56 61 55 83 64 52 163 87 60 61 52 213 53
internal_value=0 0.00339657 0.0041838 0.00680255 0.00687063 0.0067789 0.00684892 0.00549348 0.00134445 0.00207661 0.0063199 0.00320505 0.00383824 0.00830028 0.006481 0.00663875 0.0070522 0.00470718 0.00255759 0.00711487 0.00708139 0.00645311
internal_weight=0 660 477 2309 2256 2120 2046 204 183 108 568 273 138 136 507 455 1478 126 135 1338 1286 140
internal_count=2969 660 477 2309 2256 2120 2046 204 183 108 568 273 138 136 507 455 1478 126 135 1338 1286 140
is_linear=0
shrinkage=0.00240373


Tree=921
num_leaves=17
num_cat=0
split_feature=4 2 3 123 2 11 2 0 0 2 43 3 3 16 11 482
split_gain=619.98 226.672 88.3899 86.4752 31.8087 31.249 32.452 39.6435 37.258 23.7913 17.6693 17.3261 13.9509 13.5393 11.5908 6.59179
threshold=0.31392000000000003 0.14132000000000003 0.17351000000000003 1.0000000180025095e-35 0.14019000000000004 1.0000000180025095e-35 0.089945000000000011 -0.12851999999999997 -0.073104999999999989 0.086365000000000011 -1.0000000180025095e-35 -0.10859999999999999 0.11878500000000002 0.067035000000000011 0.086175000000000015 0.089950000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 10 6 8 -8 15 -5 -2 -9 -12 -10 -7 -1
right_child=4 -3 -4 9 -6 14 7 11 13 -11 12 -13 -14 -15 -16 -17
leaf_value=0.0059460057062779891 0.001832596534209442 0.0020381101488899859 0.002822944742438176 0.0028464824270795917 0.00095773845928719776 0.0071105147452184686 0.0038511523477831678 0.004179653521005763 0.0040952122109224661 0.0046734350324778972 0.0036547133368520046 0.005486202841253591 0.002232320859924212 0.0053355356558204489 0.0059859194860822995 0.0052248518369460368
leaf_weight=1143 98 94 58 61 82 84 89 52 71 76 77 670 57 102 91 64
leaf_count=1143 98 94 58 61 82 84 89 52 71 76 77 670 57 102 91 64
internal_value=0 0.00535892 0.00548079 0.00554237 0.00212374 0.00563977 0.00556899 0.00522305 0.00577227 0.00386014 0.00253576 0.00539213 0.00304984 0.00482664 0.00652586 0.00590779
internal_weight=0 2655 2561 2503 314 2366 2191 811 1380 137 232 722 134 173 175 1207
internal_count=2969 2655 2561 2503 314 2366 2191 811 1380 137 232 722 134 173 175 1207
is_linear=0
shrinkage=0.00217713


Tree=922
num_leaves=24
num_cat=0
split_feature=4 13 39 4 42 13 12 12 13 0 4 4 0 4 48 15 12 158 12 12 12 12 4
split_gain=640.957 189.812 160.722 39.4942 37.8775 40.8956 20.4744 25.7112 19.3365 18.7618 56.0193 40.2586 18.5605 42.0761 13.3327 13.0063 12.7538 10.3746 11.151 7.84097 7.43407 6.41288 4.77382
threshold=0.31392000000000003 -0.16392499999999996 0.055555000000000007 0.046185000000000004 -1.0000000180025095e-35 -0.039559999999999991 -0.038859999999999992 0.099170000000000022 -0.13871999999999998 -0.060094999999999989 -0.40515499999999993 -0.071344999999999992 -0.11262999999999999 -0.029404999999999997 0.086840000000000014 -0.41956999999999994 0.093910000000000007 0.078875000000000015 0.09091500000000001 0.084675000000000014 0.096780000000000019 0.093245000000000008 0.41696500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 8 -4 -6 15 22 -3 12 21 -12 13 -10 -1 -2 -14 19 -19 -5 -21 -11 -8
right_child=6 2 4 17 5 -7 7 -9 9 10 11 -13 16 -15 -16 -17 -18 18 -20 20 -22 -23 -24
leaf_value=0.0030968171258799748 0.0018405577336567422 0.0066500431827629467 0.0049236749142853907 0.0036868355669163228 0.0042291394322094104 0.0021296688030018889 0.0034244536015303043 0.0012606626008558059 0.0059508070550355167 0.0060741194457478364 0.0025094952409500954 0.0048294147253922799 0.0056327313189155877 0.0036461411678589402 0.0016667597079527085 0.00057401519613522068 0.0051945766698277378 0.0058345333098284383 0.0044941105552346837 0.0050074188141617871 0.0041340336692361679 0.0051845834844982883 0.0025775365761648069
leaf_weight=56 93 52 56 52 65 98 54 54 63 95 52 80 1166 71 54 54 370 53 52 89 77 54 59
leaf_count=56 93 52 56 52 65 98 54 54 63 95 52 80 1166 71 54 54 370 53 52 89 77 54 59
internal_value=0 0.00503388 0.00514793 0.00530615 0.00346745 0.00296702 0.00193416 0.00242584 0.00541356 0.0053806 0.0048894 0.00391567 0.00546323 0.00472984 0.00239499 0.00137545 0.0055272 0.00463996 0.00517091 0.00438413 0.00460243 0.00575188 0.00298245
internal_weight=0 2655 2545 2326 219 163 314 167 2003 1951 281 132 1670 134 110 147 1536 323 105 218 166 149 113
internal_count=2969 2655 2545 2326 219 163 314 167 2003 1951 281 132 1670 134 110 147 1536 323 105 218 166 149 113
is_linear=0
shrinkage=0.00205156


Tree=923
num_leaves=23
num_cat=0
split_feature=1 4 3 43 3 1 12 1 12 1 1 2 51 151 1 150 16 4 150 15 2 15
split_gain=42.8326 12.2185 8.99085 8.15402 6.86708 5.68312 14.0725 5.97966 5.85702 5.31969 10.6825 11.1152 4.79851 3.88579 7.42855 4.46247 4.68664 3.20208 3.00222 2.6074 2.50814 1.18297
threshold=0.11690500000000002 0.053925000000000008 0.30863500000000005 -0.073079999999999992 -0.049204999999999992 0.10442000000000001 -1.0000000180025095e-35 0.10970000000000001 0.11697000000000002 0.083670000000000008 0.10359500000000001 0.11152000000000002 -0.22508999999999998 -0.086654999999999982 0.084675000000000014 0.082965000000000025 0.0060400000000000011 0.18095500000000003 0.095950000000000021 -0.053969999999999997 0.13554000000000002 -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
left_child=1 5 3 4 -2 8 -7 -8 12 17 -11 -12 -1 14 21 16 -15 19 -17 -3 -5 -14
right_child=2 9 -4 20 -6 6 7 -9 -10 10 11 -13 13 15 -16 18 -18 -19 -20 -21 -22 -23
leaf_value=0.0066226891949801112 0.0026844429286520559 0.0037292938477041697 -0.00064423391301361883 0.0041464191818261237 -0.00080666634378720329 -6.691883775686972e-05 0.0027375965662314325 0.0063504603700087429 0.0019608202484364878 -0.00098732126708342546 0.0052936062583588891 0.00063342305634837251 0.0052321070180130092 0.0046830955110743174 0.00096378647260931323 0.0074049639322577923 0.0036914618792268155 0.0049082169564530886 0.0048177646674842827 0.0016468804847821635 0.0021011299294907719 0.0036814945486378626
leaf_weight=62 58 103 98 86 77 58 52 56 54 53 65 56 56 1261 53 52 361 79 54 54 60 61
leaf_count=62 58 103 98 86 77 58 52 56 54 53 65 56 56 1261 53 52 361 79 54 54 60 61
internal_value=0 0.00411257 0.00135385 0.00205098 0.000692612 0.00434092 0.0029765 0.00461169 0.00445333 0.00289822 0.00188062 0.0031375 0.00452196 0.0044533 0.00334596 0.00456219 0.00446244 0.00364814 0.00608773 0.00301357 0.00330645 0.00442437
internal_weight=0 2590 379 281 135 2180 166 108 2014 410 174 121 1960 1898 170 1728 1622 236 106 157 146 117
internal_count=2969 2590 379 281 135 2180 166 108 2014 410 174 121 1960 1898 170 1728 1622 236 106 157 146 117
is_linear=0
shrinkage=0.00766357


Tree=924
num_leaves=22
num_cat=0
split_feature=3 4 11 0 4 0 16 42 16 16 12 156 43 16 3 0 42 133 4 4 43
split_gain=26.1935 16.9731 9.90491 9.14027 13.0774 7.10984 8.10545 7.20228 6.1984 5.85018 5.32447 5.17731 6.18894 4.84466 4.15413 6.81151 3.91949 3.85746 3.03419 2.3056 2.04025
threshold=0.31351000000000001 0.24099500000000004 0.080455000000000013 -0.029849999999999998 -0.46195999999999998 -0.036459999999999992 -0.41776999999999992 0.09364500000000002 -0.15693499999999996 0.044620000000000007 0.093455000000000024 0.088855000000000003 -0.0019849999999999994 -0.0021749999999999994 -0.094654999999999975 -0.087984999999999994 0.083725000000000008 0.11667000000000001 0.40996000000000005 -0.15615999999999999 -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
left_child=1 2 3 9 -5 6 7 18 -2 13 -4 12 16 14 15 -1 -11 -16 -3 -6 -15
right_child=8 5 10 4 19 -7 -8 -9 -10 11 -12 -13 -14 20 17 -17 -18 -19 -20 -21 -22
leaf_value=0.00030105963011445769 0.0011469733096744379 0.0015963265749072998 0.006465436396400819 0.0034932247541033324 0.0010061314323051857 0.0036109386451817415 -0.00083638977515210948 -0.00037954719159256217 -0.0021939693954989344 0.0038676289535274568 0.0036799493059290591 0.0042395013751160655 0 0.0052898657417189939 0.0035090831468200115 0.0032764055114942836 0.0020113487577585005 0.0025132687792580564 0.0036142836217411506 -0.00099529856900368221 0.0037639829766496625
leaf_weight=59 53 73 63 100 57 63 80 54 54 75 70 64 57 79 1224 100 205 222 71 54 92
leaf_count=59 53 73 63 100 57 63 80 54 54 75 70 64 57 79 1224 100 205 222 71 54 92
internal_value=0 0.00295888 0.0031555 0.00305274 0.00167263 0.00150507 0.00102757 0.00178106 -0.000538417 0.00318647 0.00499995 0.00242856 0.00208443 0.00335756 0.00323906 0.00217281 0.00250883 0.00335625 0.00259181 3.17952e-05 0.00446936
internal_weight=0 2862 2521 2388 211 341 278 198 107 2177 133 401 337 1776 1605 159 280 1446 144 111 171
internal_count=2969 2862 2521 2388 211 341 278 198 107 2177 133 401 337 1776 1605 159 280 1446 144 111 171
is_linear=0
shrinkage=0.00694113


Tree=925
num_leaves=20
num_cat=0
split_feature=4 3 39 42 14 3 42 4 3 3 4 4 457 158 157 42 4 3 52
split_gain=592.139 193.013 172.809 58.1162 35.2169 25.3225 18.6465 16.2028 12.1837 20.8959 11.7959 29.7603 16.0718 10.4839 8.83819 7.17948 6.63958 3.96864 2.21378
threshold=0.31392000000000003 0.28833000000000003 0.0047850000000000011 -0.0047199999999999994 0.073890000000000011 -0.082634999999999986 0.081180000000000016 0.028075000000000006 0.31966500000000003 0.076825000000000018 -0.47860499999999995 -0.10701499999999999 0.081330000000000013 0.019155000000000002 -0.004729999999999999 0.087120000000000017 0.51326500000000019 -0.074234999999999982 0.013340000000000001
decision_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 -2 -5 10 9 16 14 -12 -13 17 -1 -15 -7 18 -9
right_child=5 -3 3 6 -6 8 -8 13 -10 -11 11 12 -14 15 -16 -17 -18 -19 -20
leaf_value=0.0075631411309608678 0.0038184518900273327 0.0020419338515716627 0.006205827235716728 0.0026538915883672484 0.007649347127599777 0.0013790442794082837 0.0042431425651992078 0.0055543777188948543 0.0013603524994600382 0.0036320790130835914 0.005065721046995428 0.0064152555095897444 0.0054584053691892724 0.0070110628603088599 0.0064315921280126672 0.0057977525533953397 0.0025085423200084246 0.0051762092577845326 0.0061439996617876514
leaf_weight=70 77 63 54 81 101 52 77 92 57 65 101 1579 100 53 79 52 60 99 56
leaf_count=70 77 63 54 81 101 52 77 92 57 65 101 1579 100 53 79 52 60 99 56
internal_value=0 0.00603825 0.0061353 0.00413609 0.00631322 0.00266871 0.00342856 0.00625405 0.00229027 0.00258959 0.00633737 0.00628495 0.00635828 0.00579739 0.00696336 0.00641042 0.00198435 0.00553668 0.00577764
internal_weight=0 2657 2594 212 2382 311 158 2281 234 177 1929 1780 1679 352 149 105 112 247 148
internal_count=2968 2657 2594 212 2382 311 158 2281 234 177 1929 1780 1679 352 149 105 112 247 148
is_linear=0
shrinkage=0.00231039


Tree=926
num_leaves=23
num_cat=0
split_feature=2 15 39 2 2 16 2 15 15 11 15 16 2 2 2 457 47 2 16 15 16 16
split_gain=653.832 355.595 156.39 108.322 98.4433 65.4802 45.7862 38.3568 31.9193 28.8245 22.9554 16.3812 15.3054 11.2233 28.4258 20.4342 10.8166 8.17311 7.25507 7.03868 4.14905 1.97583
threshold=0.12026500000000001 -0.38214499999999996 0.0047850000000000011 0.10510500000000002 0.16730000000000003 0.16094000000000003 -0.007134999999999999 -0.076929999999999985 -0.12776499999999999 1.0000000180025095e-35 0.039965000000000007 0.12992000000000004 0.094985000000000014 0.072175000000000017 0.08895500000000002 0.081330000000000013 0.11002500000000003 0.083595000000000017 0.51381500000000013 -0.43091499999999999 0.0054050000000000009 -0.079394999999999979
decision_type=2 2 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 8 7 -4 -5 19 13 -11 -10 -8 16 17 -16 20 -15 -7 -2 -3 -9
right_child=4 2 6 5 -6 18 12 21 11 10 -12 -13 -14 14 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0013106668582873603 0.0023064668174434381 0.0054868831147258752 0.0019049520342888922 0.0021680580064240848 -7.9754092100543022e-05 0.0048462138577275516 0.0049816760373012983 0.003911643646603867 0.0026552582685522193 0.0057558091447570368 0.0075030515928347901 0.0041084780382577629 0.003517921046625576 0.0065815039202564204 0.0054405672751709306 0.004134990554761451 0.0044899172945201083 0.0058508185137656037 0.0058264497144480233 0.0012316258784560541 0.004944027068904143 0.0044919812671685364
leaf_weight=102 54 401 58 66 77 62 55 52 77 72 61 61 73 75 569 58 65 678 72 53 74 53
leaf_count=102 54 401 58 66 77 62 55 52 77 72 61 61 73 75 569 58 65 678 72 53 74 53
internal_value=0 0.00514207 0.00529568 0.00544142 0.00198385 0.00427748 0.00344802 0.00341881 0.00263251 0.00561432 0.00655734 0.00329779 0.00414705 0.00554899 0.00564931 0.00531983 0.00529257 0.00592363 0.00537307 0.00177428 0.00540236 0.00420479
internal_weight=0 2646 2544 2358 322 305 186 171 245 2053 133 138 128 1920 1380 627 540 753 134 107 475 105
internal_count=2968 2646 2544 2358 322 305 186 171 245 2053 133 138 128 1920 1380 627 540 753 134 107 475 105
is_linear=0
shrinkage=0.00209259


Tree=927
num_leaves=19
num_cat=0
split_feature=2 15 3 12 2 0 15 2 457 0 0 2 12 13 3 0 2 2
split_gain=508.222 282.137 130.267 110.235 53.1071 50.559 35.8613 31.9393 33.3038 28.7834 27.0933 43.5414 19.9784 16.4022 11.2595 11.1124 10.4142 7.6247
threshold=0.12026500000000001 -0.38214499999999996 0.11269500000000002 -1.0000000180025095e-35 0.16730000000000003 -0.10028499999999999 -0.11277999999999998 0.089795000000000014 0.05019500000000001 -0.12851999999999997 -0.076734999999999984 0.097005000000000022 0.093125000000000013 -0.097454999999999986 -0.04682999999999999 -0.066734999999999975 0.11366500000000002 0.085225000000000009
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 10 5 -2 -7 9 14 17 11 -3 13 -11 16 -14 -9 -5
right_child=4 2 -4 7 -6 6 -8 8 -10 12 -12 -13 15 -15 -16 -17 -18 -19
leaf_value=0.0012497244702796464 0.0011605893804839975 0.0048501666290305832 0.0023543726021550918 0.0061828322798639914 0.00046132222536180632 0.0016825282335611784 0.0035727062597644571 0.0044197149667564934 0.0028756060180272053 0.0058087626130052883 0.0024281793702407178 0.0027665252736932214 0.0044361251678519658 0.0047642662935413974 0.0050614879912033546 0.0034793194376508008 0.0036945820055095642 0.005220043366491481
leaf_weight=102 94 66 103 54 77 54 97 577 52 55 86 73 221 983 83 52 78 61
leaf_count=102 94 66 103 54 77 54 97 577 52 55 86 73 221 983 83 52 78 61
internal_value=0 0.00428023 0.00440173 0.00448811 0.00180772 0.00223079 0.00289688 0.00461396 0.00431398 0.00478013 0.00324858 0.00375602 0.00470185 0.00481963 0.00441531 0.00425395 0.00433339 0.00567231
internal_weight=0 2646 2544 2441 322 245 151 2216 790 1426 225 139 1311 1038 738 273 655 115
internal_count=2968 2646 2544 2441 322 245 151 2216 790 1426 225 139 1311 1038 738 273 655 115
is_linear=0
shrinkage=0.00185816


Tree=928
num_leaves=23
num_cat=0
split_feature=4 12 13 42 12 11 13 150 42 42 13 4 150 12 4 42 160 376 42 4 12 12
split_gain=528.547 127.885 106.026 42.2004 39.1713 52.5916 30.1892 26.3412 26.8877 24.6099 14.9815 12.2051 9.99888 13.9111 7.87752 9.4593 7.70534 6.26104 5.81355 4.41588 3.70449 1.21412
threshold=0.31392000000000003 -1.0000000180025095e-35 -0.23438999999999996 -0.0047199999999999994 0.093125000000000013 1.0000000180025095e-35 -0.0094049999999999984 0.082085000000000019 0.083385000000000015 0.128055 0.044405000000000007 0.032770000000000001 -0.07009 1.0000000180025095e-35 0.5567700000000001 0.088685000000000014 -0.10994 0.081270000000000023 0.098060000000000022 0.42118000000000005 0.098355000000000012 0.085005000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 7 17 12 -9 11 14 16 -4 -14 15 19 -6 -5 -18 -2 -13 -10
right_child=10 2 4 6 9 -7 -8 8 21 -11 -12 20 13 -15 -16 -17 18 -19 -20 -21 -22 -23
leaf_value=0.0053902675065082674 0.0036168806108043765 0.0029506221309979104 0.0050735728638784863 0.0044956528812826677 0.004949291201767736 0.0076589874432796906 0.0020747629307928347 0.0036603851948783326 0.0059193827169784887 0.0038305279033798338 0.0012187621607701561 0.0052449147975366026 0.0066346018393355667 0.0059302885509890822 0.0018416799293080376 0.0021251557511350961 0.0059110014269964962 0.0034549012844482074 0.0053252332068495232 0.002745471514956823 0.0045091675663539322 0.0054118676139153186
leaf_weight=83 62 73 62 73 78 94 61 54 53 54 53 72 174 1103 61 72 312 54 129 63 76 52
leaf_count=83 62 73 62 73 78 94 61 54 53 54 53 72 174 1103 61 72 312 54 129 63 76 52
internal_value=0 0.00552193 0.00569278 0.00401762 0.00577931 0.00598178 0.00341147 0.00587651 0.00498651 0.00533223 0.00233845 0.00545377 0.00598218 0.00602628 0.00256837 0.00279326 0.00562097 0.00405332 0.00573971 0.00317789 0.00486727 0.00566828
internal_weight=0 2657 2386 271 2313 1592 188 1498 159 721 311 667 1339 1277 258 197 519 127 441 125 148 105
internal_count=2968 2657 2386 271 2313 1592 188 1498 159 721 311 667 1339 1277 258 197 519 127 441 125 148 105
is_linear=0
shrinkage=0.00231039


Tree=929
num_leaves=29
num_cat=0
split_feature=1 3 124 4 1 12 1 0 0 3 43 52 15 12 4 51 3 4 0 0 51 3 42 13 15 12 16 0
split_gain=753.738 149.725 37.8902 36.2518 31.1497 28.181 22.2876 36.7447 18.6973 16.4568 31.4199 15.7925 13.0168 15.3427 11.7739 13.5746 12.5142 10.8479 12.5909 8.12713 5.02273 4.99784 4.91937 4.52182 4.29571 3.05741 3.01258 2.44305
threshold=0.10398500000000001 -0.053364999999999996 -0.082389999999999977 0.41377500000000006 0.11925000000000001 0.093125000000000013 0.087505000000000013 -0.12259499999999998 -0.14104999999999998 0.28833000000000003 -0.013164999999999998 -0.22711499999999998 -0.11124499999999998 -1.0000000180025095e-35 0.03851000000000001 0.11178000000000002 -0.115685 -0.46195999999999998 -0.064994999999999983 -0.05461499999999999 -0.07742499999999998 -0.082824999999999982 0.088185000000000013 -0.011809999999999999 0.091195000000000012 0.099035000000000026 -0.08267999999999999 -0.081224999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 11 12 6 8 -8 26 10 -6 -2 -3 -14 15 16 -7 -10 22 24 -9 -13 -19 27 -18 -16 -4 -22
right_child=1 4 5 -5 9 14 7 20 17 -11 -12 21 13 -15 25 -17 19 18 -20 -21 23 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0046981013685323484 0.0063535808655740275 0.0043425198905065326 0.0071184444136738649 0.0033119066314124682 0.001841416194624774 0.0071816064390241695 0.0043523924449990082 0.0056706287706624536 0.0074789560770298514 0.0013975588062381313 0.0039226946469998547 0.004429968676458119 0.0021002835010388611 0.0037087116500822376 0.005599853406328386 0.0049519262159213205 0.0064495667782508105 0.0065888761713019522 0.005386408188727169 0.0052224249468005475 0.0064537161954822293 0.005409698020751575 0.0062191599375231036 0.0069815010526608021 0.0059341064263189183 0.0048647855856086223 0.0078510781795087976 0.0058769271169320852
leaf_weight=80 65 54 68 52 101 54 62 56 55 90 59 52 54 70 59 54 144 789 55 57 105 56 245 58 202 59 52 61
leaf_count=80 65 54 68 52 101 54 62 56 55 90 59 52 54 70 59 54 144 789 55 57 105 56 245 58 202 59 52 61
internal_value=0 0.00347541 0.00623097 0.00497145 0.00268889 0.00628583 0.00644516 0.00593146 0.00658413 0.002173 0.00260904 0.00547013 0.00341331 0.00300846 0.00587897 0.00602821 0.00615533 0.00649474 0.00644501 0.00601775 0.00628103 0.0049382 0.0065013 0.00643352 0.0061487 0.00523252 0.00743612 0.00624191
internal_weight=0 653 2315 225 428 2235 1606 342 1264 250 160 173 178 124 629 511 457 1144 1089 403 280 108 1034 224 346 118 120 166
internal_count=2968 653 2315 225 428 2235 1606 342 1264 250 160 173 178 124 629 511 457 1144 1089 403 280 108 1034 224 346 118 120 166
is_linear=0
shrinkage=0.00226508


Tree=930
num_leaves=25
num_cat=0
split_feature=4 3 39 42 4 15 16 4 16 10 4 16 4 3 50 50 133 157 156 159 4 16 52 4
split_gain=558.977 227.793 161.018 53.1937 28.1813 25.2467 32.5386 27.0469 23.1417 21.2588 18.9719 21.4571 26.0691 22.5277 15.1255 12.4281 9.50283 8.65821 6.05517 5.50983 5.47021 7.01314 3.94826 2.67559
threshold=0.31392000000000003 0.28833000000000003 0.055555000000000007 -1.0000000180025095e-35 0.028075000000000006 -0.43091499999999999 -0.53342999999999996 0.51292000000000015 -0.055004999999999991 -1.0000000180025095e-35 -0.49269499999999994 -0.0071849999999999995 -0.10701499999999999 -0.13827999999999999 -0.40676499999999999 0.11669000000000002 -0.031084999999999998 -0.0041249999999999993 0.081990000000000021 0.10473 0.24099500000000004 -0.42607499999999993 0.31316500000000008 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 10 7 -7 -2 20 -5 17 15 13 -13 -10 18 -14 -1 -12 -9 21 -6 -17 -23
right_child=5 -3 3 9 8 6 -8 19 14 -11 11 12 16 -15 -16 22 -18 -19 -20 -21 -22 23 -24 -25
leaf_value=0.0072155481187718973 0.0043201739093192493 0.0015558312530874739 0.0055064060355436888 0.0022221079245310039 0.0064530743116735607 0.0029108388099142396 0.00097369474922430607 0.0030134611858702847 0.0053291956839061367 0.0038350065739030902 0.0059843678351785227 0.0054902043873228164 0.0049488617797355788 0.0035584915738122872 0.0038482875437722635 0.0057374758041957696 0.0058138758913073903 0.0061222666918268756 0.0064987960050184512 0.0020611598853270334 0.0051620499013971489 0.0058461654319538221 0.004957158716137406 0.0051861592192618787
leaf_weight=62 56 62 61 60 54 77 75 52 54 89 1051 54 65 52 69 53 402 66 112 55 80 57 63 53
leaf_count=62 56 62 61 60 54 77 75 52 54 89 1051 54 65 52 69 53 402 66 112 55 80 57 63 53
internal_value=0 0.00551962 0.00561572 0.00385989 0.00577281 0.00256903 0.00195516 0.00314134 0.00523964 0.00318567 0.00587163 0.00581768 0.00548069 0.00454278 0.00449862 0.00596864 0.00569353 0.006652 0.00603393 0.00252417 0.00561309 0.00583298 0.00531388 0.00552837
internal_weight=0 2619 2557 210 2347 315 152 163 367 149 1980 1852 573 106 123 1279 467 128 1163 107 244 164 116 110
internal_count=2934 2619 2557 210 2347 315 152 163 367 149 1980 1852 573 106 123 1279 467 128 1163 107 244 164 116 110
is_linear=0
shrinkage=0.00209259


Tree=931
num_leaves=22
num_cat=0
split_feature=12 12 147 41 157 157 15 133 12 475 38 40 124 12 12 132 15 12 475 475 12
split_gain=16.3206 10.6415 7.76828 7.07934 6.91066 9.66681 7.65483 10.3928 4.32123 4.14928 4.08956 6.73198 9.41682 4.63199 4.4283 3.92912 3.34128 4.26281 3.0312 3.80303 2.25222
threshold=-1.0000000180025095e-35 0.099680000000000005 0.093835000000000016 0.083565000000000014 -0.082339999999999983 -0.07797999999999998 -0.014099999999999998 -0.031084999999999998 0.14523000000000003 -0.0059899999999999997 1.0000000180025095e-35 -0.062739999999999976 -0.080429999999999988 -0.10468499999999999 -0.089399999999999993 -0.10208499999999998 -0.039149999999999997 0.10793500000000002 0.001835 -0.084169999999999981 0.10742000000000002
decision_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 18 -6 7 -7 15 -8 11 12 14 -13 -1 -3 17 -17 19 -2 -18
right_child=1 8 -4 -5 5 6 9 -9 -10 -11 -12 13 -14 -15 -16 16 20 -19 -20 -21 -22
leaf_value=0.0022253806939872864 0.004668425805016801 0.0037673127203324769 0.0011166780289446931 0.0052558337109287921 0.00078981048785470916 0.00094818168247709088 0.0044883534749001943 0.0029687609230183792 0.00087498363247458819 0.0033321574979557882 0.0031018646655917065 0.0018994770591474865 0.0036007155735986872 -0.00020226926287640921 0.00021356878518793298 0.0025203973045997865 0.0021855419362325022 0.00062076336988147092 0.005245822208012692 0.0030227020477618309 0.0035127914505970912
leaf_weight=71 76 59 52 52 53 89 103 536 59 988 69 53 89 77 61 74 87 68 54 95 69
leaf_count=71 76 59 52 52 53 89 103 536 59 988 69 53 89 77 61 74 87 68 54 95 69
internal_value=0 0.00304877 0.00320739 0.0032605 0.00320843 0.00309339 0.00316451 0.00268112 0.00224864 0.00344137 0.00188285 0.00164304 0.00222448 0.000654147 0.00129612 0.00247549 0.00221953 0.00161112 0.00411266 0.00375448 0.00277297
internal_weight=0 2514 2098 2046 1994 1769 1716 625 416 1091 420 351 221 130 132 357 298 142 225 171 156
internal_count=2934 2514 2098 2046 1994 1769 1716 625 416 1091 420 351 221 130 132 357 298 142 225 171 156
is_linear=0
shrinkage=0.00547303


Tree=932
num_leaves=21
num_cat=0
split_feature=4 2 12 2 42 2 12 14 14 2 124 12 12 4 4 11 12 4 42 2
split_gain=1153.02 395.512 196.064 72.8535 47.6558 45.7617 41.213 33.5528 28.5169 26.2407 24.2455 21.0992 16.6977 22.7337 20.0024 13.257 9.84141 8.52014 4.97101 3.56574
threshold=0.31392000000000003 0.12068000000000001 -1.0000000180025095e-35 0.14870000000000003 -1.0000000180025095e-35 0.10556500000000001 0.085465000000000013 0.064610000000000015 -0.44847999999999993 0.12681500000000004 -0.0066649999999999991 0.093910000000000007 0.096425000000000025 -0.47860499999999995 -0.111135 0.082245000000000013 -0.081654999999999991 0.020110000000000006 -0.046564999999999995 0.11426500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 -1 7 -7 12 -2 16 -6 -3 13 -4 -15 19 -10 18 -14 -8
right_child=8 3 5 -5 10 6 15 -9 9 -11 -12 -13 17 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0053585151087516781 0.0022608786192177249 0.002543140173374515 0.0076702193748615132 0.00038970989406583023 0.0022824028950099661 0.0033666598536527476 0.005097115257399175 0.007902592690473156 0.00028986108621789798 -0.00052955693737895639 0.0043452336991413121 0.0046533323894745945 0.0063378526107742859 0.0048707095274694327 0.0063902313997368562 0.0067907167958301687 0.0015519773427151036 0.0049951778240895847 0.0056602485396095373 0.0058930511737767212
leaf_weight=80 70 58 78 69 90 52 90 79 55 88 52 52 124 52 1446 54 102 62 129 52
leaf_count=80 70 58 78 69 90 52 90 79 55 88 52 52 124 52 1446 54 102 62 129 52
internal_value=0 0.00577536 0.00602837 0.00232635 0.00387433 0.00624396 0.00527025 0.00636653 0.000907715 0.000520992 0.00303799 0.00354092 0.00630234 0.00640348 0.0063375 0.00577515 0.00111 0.00579625 0.00599246 0.00538877
internal_weight=0 2619 2440 179 222 2218 248 1970 315 245 142 110 1891 1576 1498 196 157 315 253 142
internal_count=2934 2619 2440 179 222 2218 248 1970 315 245 142 110 1891 1576 1498 196 157 315 253 142
is_linear=0
shrinkage=0.00240373


Tree=933
num_leaves=20
num_cat=0
split_feature=1 155 42 0 0 1 16 1 131 12 124 4 16 0 1 0 49 4 51
split_gain=39.4109 11.6606 12.8877 15.4195 12.726 8.23461 6.22217 5.92229 6.86764 5.5575 5.63859 6.12283 14.4204 7.1965 3.7938 9.92932 7.3488 5.21473 3.86141
threshold=0.10404000000000001 0.10022500000000002 0.0069650000000000016 -0.055084999999999988 -0.12851999999999997 0.13486500000000004 -0.45743999999999996 0.13074500000000003 0.090175000000000019 0.11878500000000002 -0.083859999999999976 -0.17006499999999999 0.18879500000000002 -0.060094999999999989 0.083250000000000005 -0.13165999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 0.116525
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 -5 -2 8 -4 10 -1 12 -12 14 15 -13 -16 -18 -17
right_child=1 -3 7 5 -6 -7 -8 -9 -10 -11 11 13 -14 -15 16 18 17 -19 -20
leaf_value=0.0020002510975232935 0.0020089456796550339 0.0051754082729990342 0.0051282696658772791 0.0003643571709156319 0.0037751382676939928 -0.003746513396138954 -0.00093173177470573011 0.0012641626112022887 0.0017696132518426203 0.0019318099770724991 0.0083171373240469929 0.0068640821975105293 0.0037428273920647884 0.001879985934885194 0.0017093642943017816 0.0042199805706209809 0.0035355188636609198 0.0055069620020714357 0.0021445777853862876
leaf_weight=75 74 55 92 56 102 54 90 74 55 74 63 80 102 88 100 1201 349 97 53
leaf_count=75 74 55 92 56 102 54 90 74 55 74 63 80 102 88 100 1201 349 97 53
internal_value=0 0.00186443 0.00155926 0.000712666 0.00169124 -0.00165298 0.00039467 0.00299927 0.00387218 0.00395923 0.00402714 0.00409837 0.00548987 0.00398166 0.00408 0.00429621 0.00355159 0.00396447 0.00413233
internal_weight=0 652 597 376 266 110 164 221 147 2282 2208 2133 165 1968 1880 1334 546 446 1254
internal_count=2934 652 597 376 266 110 164 221 147 2282 2208 2133 165 1968 1880 1334 546 446 1254
is_linear=0
shrinkage=0.0075133


Tree=934
num_leaves=20
num_cat=0
split_feature=1 3 10 1 160 1 13 12 0 12 4 11 13 1 16 3 159 4 0
split_gain=27.26 12.6039 10.9809 7.84366 6.00646 6.48397 5.33375 6.42832 6.09768 4.34493 4.43235 3.68451 4.38372 7.61747 3.64671 5.22622 4.1893 2.82111 2.19457
threshold=0.10404000000000001 -0.14719499999999996 -0.00189 0.15314500000000003 -0.077899999999999983 0.10781 -0.085349999999999995 -0.087384999999999977 -0.074504999999999988 0.11878500000000002 -0.50139499999999992 0.077330000000000024 -0.089024999999999979 0.079440000000000024 -0.07027499999999999 -0.10337499999999998 0.08573500000000002 0.056815000000000011 -0.088884999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 -6 7 -7 -8 10 -4 12 13 18 16 -16 -14 -10 -12
right_child=1 3 9 -5 5 6 8 -9 17 -11 11 -13 14 -15 15 -17 -18 -19 -20
leaf_value=-5.2255284120733654e-05 0.0040158932343762194 0.0030303868105601818 0.0049251370727714672 -0.0014886631670129409 -0.001403842989991186 0.0019266077711679022 0.00053523714225198801 -0.0015496247230011265 0.0020142878513936899 0.001538618894732823 0.0038681116010654448 0.0048183235809526577 0.0035812236234571493 0.00033830973963507786 0.00086008678364223848 0.0031860053338350932 0.0057064236580032608 0.0041102137990867522 0.0022427049608461152
leaf_weight=54 94 98 95 57 53 54 93 62 77 73 101 83 769 74 56 841 54 64 82
leaf_count=54 94 98 95 57 53 54 93 62 77 73 101 83 769 74 56 841 54 64 82
internal_value=0 0.00152034 0.00322842 0.0010998 0.00139446 0.000996442 0.00136014 6.79436e-05 0.00200038 0.00330797 0.00336787 0.00329601 0.00323206 0.00233375 0.00336624 0.00304089 0.00372076 0.00296619 0.00314022
internal_weight=0 652 2282 558 501 403 350 116 234 2228 2155 2060 1977 257 1720 897 823 141 183
internal_count=2934 652 2282 558 501 403 350 116 234 2228 2155 2060 1977 257 1720 897 823 141 183
is_linear=0
shrinkage=0.00736598


Tree=935
num_leaves=29
num_cat=0
split_feature=1 10 2 1 34 16 1 2 16 16 16 2 160 47 1 481 4 52 52 4 2 16 4 4 159 159 481 11
split_gain=40.2728 10.4581 7.87325 10.1588 7.71939 6.9645 10.4358 6.12072 6.00802 7.04442 16.6079 10.6498 7.42294 4.93146 4.17193 3.83804 4.59803 3.71279 5.45429 3.1535 3.86363 2.13428 2.73417 2.92216 2.37641 2.64097 1.75122 0.843239
threshold=0.11690500000000002 -0.088499999999999981 0.092155000000000015 0.110115 -1.0000000180025095e-35 -0.43491999999999992 0.13973000000000005 -0.087809999999999985 0.51381500000000013 -0.010504999999999999 0.0054050000000000009 0.11366500000000002 0.091625000000000026 0.087850000000000025 0.10661000000000002 -0.052634999999999994 -0.081774999999999987 -0.25811499999999993 0.099570000000000006 -0.074254999999999988 0.097845000000000015 -0.0021749999999999994 -0.0076199999999999992 -0.14595999999999995 -0.17649999999999996 0.097810000000000022 -0.087424999999999989 0.082770000000000024
decision_type=2 2 2 2 2 2 2 2 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 -3 -6 13 -1 9 12 -11 17 14 -7 19 16 -9 -12 -19 -4 -21 24 23 -23 -17 -26 -18 -10
right_child=1 4 8 -5 5 6 -8 15 27 10 11 -13 -14 -15 -16 21 26 18 -20 20 -22 22 -24 -25 25 -27 -28 -29
leaf_value=0.00045772168427463995 -0.0033352374556337005 -0.0022276262214912493 0.0045244386856455477 0.0065786860865236808 -0.0013208369726467469 -0.00043588637785601256 0.0048226950716797482 0.00026014264926140857 0.0048865066072122957 -0.0028959055345136827 0.0016557345428386333 -0.00053625675211600135 0.0055742913121092919 0.0025837901056778175 0.00064637040329876662 0.00499720323095083 0.0019918967733067372 0.0056122239076950237 0.0020165469377055362 0.0010626754935463951 0.0030746548325157348 0.0052925674839510136 0.0056747759341548073 0.0030600670857885452 0.0031123086332807853 0.004818593709800186 0.0040281897846722228 0.0034340158412803517
leaf_weight=53 52 53 60 65 58 93 61 58 60 56 74 77 58 62 76 55 53 66 52 96 209 56 62 146 957 67 65 52
leaf_count=53 52 53 60 65 58 93 61 58 60 56 74 77 58 62 76 55 53 66 52 96 209 56 62 146 957 67 65 52
internal_value=0 0.000119977 0.00301661 0.00336372 0.000669701 0.00123046 0.00191594 0.00323073 0.00240943 0.00216419 0.00121332 0.0020691 0.00278331 0.000771413 0.00241605 0.00332743 0.00217425 0.00311442 0.00402844 0.00278428 0.00244167 0.00347848 0.00414836 0.00367942 0.0033145 0.00322404 0.00311433 0.00421293
internal_weight=0 379 2573 1637 327 274 216 1572 936 824 325 269 499 155 441 1519 176 192 118 365 305 1343 264 202 1079 1024 118 112
internal_count=2952 379 2573 1637 327 274 216 1572 936 824 325 269 499 155 441 1519 176 192 118 365 305 1343 264 202 1079 1024 118 112
is_linear=0
shrinkage=0.00829529


Tree=936
num_leaves=17
num_cat=0
split_feature=3 123 13 1452 52 0 13 0 16 150 150 0 11 12 42 16
split_gain=13.5405 13.6968 6.84251 6.39657 5.88928 6.85202 5.52618 5.83384 4.74113 4.63062 10.1521 8.52973 8.24395 3.56741 3.3669 3.06459
threshold=0.28833000000000003 0.089155000000000012 -0.47365999999999991 0.10204000000000001 -0.56274499999999994 -0.028049999999999995 0.041960000000000004 0.121355 0.033280000000000011 0.088985000000000009 0.12082500000000002 -0.094139999999999988 1.0000000180025095e-35 -0.081654999999999991 -0.14592499999999997 -0.10850999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 9 8 -8 -7 12 11 -11 14 -3 -6 -14
right_child=2 13 -4 -5 5 6 7 -9 -10 10 -12 -13 15 -15 -16 -17
leaf_value=0.0037080689389035141 0.0011389151618236683 0.00076892183244816779 -0.001734581519897834 0.0040355131710896929 0.0030896290965042299 0.00016926453798067238 -0.0017491503095207156 0.0011467085361796579 0.0024395831774680194 -0.0016653438458815704 0.0030831925827837256 0.0014404192127010268 0.0026563083029282984 -0.001407834428957149 0.0018098215680099959 0.0047299598810042372
leaf_weight=63 65 59 66 52 85 59 54 56 95 64 62 77 62 60 1921 52
leaf_count=63 65 59 66 52 85 59 54 56 95 64 62 77 62 60 1921 52
internal_value=0 0.00175889 -0.000308288 0.00185082 0.00180793 0.00176163 0.000801423 -0.000274285 0.00157022 0.00187072 0.000962996 3.02352e-05 0.00195761 -0.000328038 0.00186408 0.00360277
internal_weight=0 2821 131 2702 2650 2587 264 110 154 2323 203 141 2120 119 2006 114
internal_count=2952 2821 131 2702 2650 2587 264 110 154 2323 203 141 2120 119 2006 114
is_linear=0
shrinkage=0.00628679


Tree=937
num_leaves=18
num_cat=0
split_feature=1 4 456 150 9 49 1375 376 4 10 4 13 15 1 13 13 151
split_gain=22.1803 7.9258 6.01749 6.26282 10.1502 7.90839 6.12262 5.42567 5.49279 5.12522 5.54509 5.89466 5.67604 4.64549 4.99611 3.63262 2.35026
threshold=0.11690500000000002 -0.032169999999999997 0.060100000000000008 0.089810000000000015 0.037245000000000007 -0.05529499999999999 0.084185000000000024 0.084050000000000014 -0.5109999999999999 -0.013164999999999998 0.070065000000000016 1.0000000180025095e-35 -0.45371999999999996 0.10455000000000002 -0.071389999999999995 0.057990000000000007 -0.085604999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 -5 16 8 -1 -3 -11 12 -12 15 -15 -10 -4
right_child=1 9 6 5 -6 -7 -8 -9 13 10 11 -13 -14 14 -16 -17 -18
leaf_value=-0.00052089120085222851 0.0024317073752561967 -0.0023440591223239473 0.0048958021598345001 0.0018152512114385931 0.0042922693759187853 -0.0010067702664850625 0.0011175718474083253 0.003660050069477558 0.0018732938308773548 -0.0020254811989010436 -0.00054602088612954846 -0.0015260011221482127 0.0020463100688445472 -0.00095662929610554977 0.0014545599927472631 0.00098515217884765976 0.0028913165538809976
leaf_weight=55 52 54 56 94 70 90 54 61 1621 53 63 54 103 62 111 246 53
leaf_count=55 52 54 56 94 70 90 54 61 1621 53 63 54 103 62 111 246 53
internal_value=0 -3.58496e-05 0.00172729 0.00164164 0.00174138 0.00043452 0.00299324 0.00165853 0.00160022 -0.000428466 -4.92916e-05 0.00042646 0.00106204 0.00165744 0.000590014 0.00175631 0.00392181
internal_weight=0 379 2573 2410 2226 184 163 2156 2095 327 273 220 166 2040 173 1867 109
internal_count=2952 379 2573 2410 2226 184 163 2156 2095 327 273 220 166 2040 173 1867 109
is_linear=0
shrinkage=0.00680503


Tree=938
num_leaves=20
num_cat=0
split_feature=1 4 49 13 40 12 34 41 1429 13 133 43 52 43 48 1 49 49 16
split_gain=15.3449 5.48297 4.45871 5.69923 4.02448 9.21023 3.96362 4.23696 3.18734 3.24151 7.78812 5.22202 4.22505 7.58353 3.71 6.22858 2.38297 3.91914 2.37844
threshold=0.11690500000000002 -0.032169999999999997 -0.038669999999999989 -0.17030499999999998 -0.066629999999999981 0.093065000000000009 -0.016844999999999995 0.088100000000000012 0.082890000000000005 0.041960000000000004 -0.0081099999999999974 -0.14724999999999996 -1.0000000180025095e-35 -0.15158499999999997 -0.068459999999999979 0.10054 -0.0078599999999999972 0.084910000000000013 0.22339500000000004
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 -6 -1 8 9 11 -11 -8 18 -14 -13 -16 -10 -18 -12
right_child=1 2 3 4 5 -7 7 -9 16 10 12 14 13 -15 15 -17 17 -19 -20
leaf_value=0.0031200392076263165 0.0021891929974482646 -0.0022779547180953605 0.0018328783990781258 0.00097959843968548001 -0.0028092461746523209 0.0010285170148011252 0.0038569893776351258 -0.00048251845404983232 0.0034306600827978379 -0.0015009860402644189 0.0034831629377516569 0.0030721785007246753 0.0017742079672880616 -0.0017311594678491812 0.0015985656335146072 0.00021595429836827556 0.000716750525014277 0.0029685529294228661 0.0013328142167578028
leaf_weight=85 52 56 69 60 86 56 53 57 76 65 57 79 94 52 1532 200 83 85 55
leaf_count=85 52 56 69 60 86 56 53 57 76 65 57 79 94 52 1532 200 83 85 55
internal_value=0 -3.23093e-05 -0.000385816 4.88908e-06 -0.000619134 -0.00129521 0.00155505 0.00150155 0.00154811 0.00145892 0.000777202 0.00157701 0.00135147 0.000525182 0.00151024 0.00143896 0.00234715 0.00185652 0.00242789
internal_weight=0 379 327 271 202 142 2573 2488 2431 2187 323 1864 258 146 1811 1732 244 168 112
internal_count=2952 379 327 271 202 142 2573 2488 2431 2187 323 1864 258 146 1811 1732 244 168 112
is_linear=0
shrinkage=0.00736598


Tree=939
num_leaves=25
num_cat=0
split_feature=1 2 47 3 2 124 39 14 15 16 150 16 2 15 49 2 13 3 15 3 133 52 2 3
split_gain=625.192 123.994 61.9913 50.9302 42.5528 41.4309 41.0151 33.0868 24.6514 24.264 21.9388 32.2215 18.8217 17.5655 18.9983 10.1687 12.2491 11.109 9.17166 6.93658 5.79605 4.38635 3.52646 0.772165
threshold=0.11657000000000002 0.10060500000000001 0.085585000000000008 0.11745500000000002 0.14870000000000003 -1.0000000180025095e-35 0.082765000000000019 0.073890000000000011 -0.044884999999999994 -0.061024999999999989 0.087790000000000021 -0.024304999999999997 0.12068000000000001 -0.013439999999999999 0.011845000000000001 0.090215000000000004 -0.096079999999999985 -0.12077499999999998 -0.43091499999999999 -0.037084999999999993 0.024055000000000003 -0.046194999999999993 0.10605000000000002 -0.08867499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 6 8 -1 12 10 18 -4 15 -12 13 14 -3 16 -7 -18 -2 20 -17 -16 -15 -24
right_child=2 3 9 -5 -6 7 -8 -9 -10 -11 11 -13 -14 22 21 19 17 -19 -20 -21 -22 -23 23 -25
leaf_value=0.0032682326988885727 0.0014192440059441855 0.0028764183705224352 0.0017948375910405577 0.0018565721105314244 -0.00044215366962324583 0.0057249684135166736 0.0023157338380935472 0.006000149147110348 0.0026999054819916929 0.0037842077911209781 0.0026208227717556877 0.0046956019989001689 0.0031140407312770261 0.0051785457539031948 0.0038275470664925738 0.0039920175622499502 0.0037976983747509681 0.0048084720750330504 0.00033128499464296738 0.0051462170856529932 0.0045566844140537254 0.0046550863858754558 0.0043245601418093367 0.0046994861824321424
leaf_weight=95 93 67 54 73 74 64 76 87 53 58 58 83 85 57 52 150 52 1150 57 52 188 68 52 54
leaf_count=95 93 67 54 73 74 64 76 87 53 58 58 83 85 57 52 150 52 1150 57 52 188 68 52 54
internal_value=0 0.00438926 0.00148515 0.00352487 0.000943218 0.00464433 0.00376316 0.00471371 0.00144834 0.00282525 0.00465141 0.00384231 0.00401599 0.00423497 0.00378794 0.00472029 0.00481332 0.00476476 0.00100597 0.00441823 0.00430616 0.00429668 0.00474768 0.00451578
internal_weight=0 2563 389 584 277 1979 511 1884 203 112 1797 141 435 350 187 1656 1266 1202 150 390 338 120 163 106
internal_count=2952 2563 389 584 277 1979 511 1884 203 112 1797 141 435 350 187 1656 1266 1202 150 390 338 120 163 106
is_linear=0
shrinkage=0.00213444


Tree=940
num_leaves=23
num_cat=0
split_feature=2 11 2 16 12 3 48 13 43 16 3 48 43 158 2 158 49 3 13 2 1 12
split_gain=12.8986 7.52631 9.60439 6.81984 10.2144 15.3786 7.9415 8.3819 4.9593 7.34786 4.90138 4.10582 3.72738 3.67264 3.57844 3.38076 2.96323 2.76057 2.22007 3.16689 1.79696 1.18632
threshold=0.099845000000000003 0.078340000000000007 -0.10238999999999998 -0.23389999999999997 0.087470000000000006 -0.039864999999999991 0.078735000000000013 -0.017354999999999999 -0.14839499999999997 -0.0043399999999999992 -0.062324999999999998 0.014805 -0.049999999999999996 0.11714000000000001 -0.023999999999999997 0.099375000000000005 -0.12164499999999999 -0.11151499999999999 -0.047309999999999998 0.114 0.10877000000000002 0.097240000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 5 -5 -7 -8 9 17 18 12 -2 14 -10 16 -16 -4 21 -20 -14 -6
right_child=3 -3 8 4 10 6 7 -9 13 -11 -12 -13 20 -15 15 -17 -18 -19 19 -21 -22 -23
leaf_value=-0.0014493461500179672 0.00068509449910706028 -0.00055512210307561566 0.0030642318089240186 -0.0047556671823108382 0.0013112184707250922 -0.0017337442627583224 -0.00097084768572310172 0.0030540342343415099 0.003335645823204995 0.005292664763143942 -0.0011950760137357228 -0.00035784810885633738 0.0018619758396584516 0.0034378757331455152 -0.00022510036146975031 -0.00011321734251708658 0.0015963185824608974 0.00069213140362749516 0.0010683417294102861 0.0033016729151269363 0.0037745602515811914 -0.00020232365975832834
leaf_weight=56 71 94 55 52 56 103 56 61 60 52 53 52 52 59 52 73 1583 56 97 57 60 61
leaf_count=56 71 94 55 52 56 103 56 61 60 52 53 52 52 59 52 73 1583 56 97 57 60 61
internal_value=0 0.001523 0.00161852 0.000419928 -7.33183e-06 -0.00108096 -0.000212032 0.00112691 0.00170489 0.00296117 0.000893741 0.00150387 0.00203333 0.00159276 0.00153114 0.00146771 0.00153834 0.00186822 0.00130255 0.00189549 0.00288729 0.000521421
internal_weight=0 2140 2046 831 596 272 220 117 1990 163 324 235 183 1827 1768 1708 1635 111 271 154 112 117
internal_count=2971 2140 2046 831 596 272 220 117 1990 163 324 235 183 1827 1768 1708 1635 111 271 154 112 117
is_linear=0
shrinkage=0.0075133


Tree=941
num_leaves=17
num_cat=0
split_feature=15 16 14 402 402 147 16 4 13 15 1456 1 393 402 1212 15
split_gain=6.44019 12.1112 22.7643 5.93743 6.47154 5.89738 9.06874 7.34081 5.20304 16.8111 2.89895 6.20538 3.00279 2.87499 2.57484 0.82474
threshold=-0.2987999999999999 -0.42170999999999997 -0.41992499999999994 0.088940000000000005 0.085200000000000012 1.0000000180025095e-35 -0.0088649999999999996 -0.51843499999999987 -0.15325499999999995 -0.080264999999999989 -0.077489999999999989 0.082535000000000011 0.10296000000000001 0.10937000000000001 -0.063924999999999996 -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 4 5 7 -7 -2 9 -9 11 -10 -12 15 -15 -5
right_child=3 2 -4 13 -6 6 -8 8 10 -11 12 -13 -14 14 -16 -17
leaf_value=0.001521893553147563 0.0032964992669771175 0.0008525648980998035 -0.0046551791824620253 0.0031280585446502658 -0.0013203861205338813 0.00097341033171766903 -0.002073531045982669 0.0018247943723778992 0.0010087058839546368 -0.0025677505222436942 0.0008646029629830863 0.0035288702073827958 0.0022719723322061742 0.002195726768959383 0.00045853405590573704 0.0020836404606072128
leaf_weight=91 52 69 52 52 54 93 66 72 136 66 1842 54 62 59 79 72
leaf_count=91 52 69 52 52 54 93 66 72 136 66 1842 54 62 59 79 72
internal_value=0 -0.000210452 -0.00151384 0.000926362 0.000831842 0.000879443 -0.000290936 0.000960947 0.000906505 -0.000275502 0.000984434 0.00172532 0.000910466 0.00182693 0.00120173 0.00252216
internal_weight=0 212 121 2759 2497 2443 159 2284 2232 138 2094 190 1904 262 138 124
internal_count=2971 212 121 2759 2497 2443 159 2284 2232 138 2094 190 1904 262 138 124
is_linear=0
shrinkage=0.00628679


Tree=942
num_leaves=28
num_cat=0
split_feature=1 3 2 2 2 16 2 1 49 2 484 9 16 14 52 16 3 3 1212 3 2 3 3 3 49 52 3
split_gain=451.678 134.505 46.3122 43.2081 41.3853 33.0262 68.4608 21.8435 27.6359 21.2664 15.259 14.7099 13.0889 10.7045 10.154 7.72717 6.83698 12.8821 5.7928 7.09486 6.58036 6.08217 5.06582 3.95644 3.748 2.94964 4.06633
threshold=0.10075500000000003 -0.049204999999999992 0.14253500000000002 0.10615500000000001 -1.0000000180025095e-35 0.26411500000000004 0.10100500000000003 0.085720000000000005 -0.008964999999999999 0.10859000000000001 0.0045600000000000007 -0.074484999999999982 -0.019749999999999993 0.064610000000000015 0.39985000000000009 -0.12080999999999999 -0.060719999999999989 -0.084854999999999986 0.091435000000000016 -0.13117499999999996 0.091290000000000024 -0.083809999999999982 -0.020049999999999995 -0.23098999999999997 0.095920000000000019 0.037045000000000002 -0.082634999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 7 11 6 -2 13 -9 -6 22 -3 -11 14 18 -4 17 -5 19 -1 -21 -20 25 -7 -19 26 -10
right_child=1 2 15 16 9 23 -8 8 10 12 -12 -13 -14 -15 -16 -17 -18 24 21 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0055862239189984845 0.0044561006954581392 0.0022137688308586914 0.0015675826111397817 0.0032545339089810133 0.0037405299345040963 0.0051282186264196726 0.0019257261366794022 0.0033847371992344346 0.0049540418423469849 0.0029543950648510029 0.0036061930175296563 0.00072975986079646359 0.00176917230952315 0.0055864524145917555 0.0041649094489764546 0.00050182300419966165 0.003393999645965894 0.0046991379712923633 0.0039183305877390348 0.0049459928252407574 0.004607490411369256 0.0048507091339877236 0.0052944275835829415 0.0043831424655314446 0.0040305999703182469 0.0041939961398621585 0.0044651999651441829
leaf_weight=54 95 52 52 53 87 52 74 92 135 100 55 52 57 71 92 54 82 75 52 808 312 58 52 61 59 52 133
leaf_count=54 95 52 52 53 87 52 74 92 135 100 55 52 57 71 92 54 82 75 52 808 312 58 52 61 59 52 133
internal_value=0 0.0028308 0.00216632 0.00461192 0.00251395 0.00390048 0.00334825 0.00471338 0.00436591 0.00295799 0.00457726 0.00147197 0.00252423 0.004838 0.00479937 0.00102485 0.00387027 0.004079 0.00484481 0.00488552 0.00485171 0.00441014 0.00472078 0.0047262 0.00440494 0.00462749 0.00471152
internal_weight=0 736 454 2235 348 282 169 1966 519 244 427 104 157 1447 1376 106 269 187 1284 1174 1120 110 372 113 134 320 268
internal_count=2971 736 454 2235 348 282 169 1966 519 244 427 104 157 1447 1376 106 269 187 1284 1174 1120 110 372 113 134 320 268
is_linear=0
shrinkage=0.00197189


Tree=943
num_leaves=26
num_cat=0
split_feature=12 2 13 2 0 52 2 0 13 16 16 0 13 16 15 48 13 157 0 12 39 481 3 51 1213
split_gain=354.837 106.663 105.431 61.5112 39.0249 33.2465 23.6368 23.6568 23.4884 22.9603 22.5721 20.5987 17.688 15.928 12.9544 16.1244 8.77742 7.62559 6.48732 8.67981 5.7038 4.07437 3.46092 4.36003 3.16774
threshold=0.056995000000000011 0.13501500000000002 -0.0015099999999999998 0.10859000000000001 -0.097224999999999992 -0.085519999999999985 0.10060500000000001 -0.14867499999999997 -0.086554999999999979 -1.0000000180025095e-35 -0.16956499999999999 -0.14534499999999997 -0.36115499999999995 -0.013125 -0.0025249999999999995 0.036755000000000003 -0.085414999999999991 -0.048464999999999994 -0.063509999999999983 0.084130000000000024 0.087735000000000021 -0.044094999999999988 -0.10175499999999998 -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 2 2
left_child=2 6 4 5 11 -4 7 -2 -8 20 -9 -1 -13 -5 15 -7 21 -10 19 -18 -6 -12 -19 -24 -23
right_child=1 -3 3 13 9 14 8 10 17 -11 16 12 -14 -15 -16 -17 18 22 -20 -21 -22 24 23 -25 -26
leaf_value=0.0019404410906744471 0.0056608446927153286 0.0019345790200847076 0.0050150350593006062 0.0030221893561823278 0.00151268763786762 0.0024364235627237557 0.0027102580844617498 0.0034866264571353435 0.0047139798621817332 0.0024613851021291228 0.0051143711167915551 0.002520271672787117 0.0041089108335561628 0.001686121280303128 0.0043229105598352035 0.0038862862617747023 0.0036973446186695448 0.0035254789484059539 0.0038905342510591944 0.0044736489535586619 0.00076230368306261134 0.0043630776861962751 0.0037167064124868183 0.0043598394249124133 0.0047670667511791097
leaf_weight=68 60 69 88 77 73 56 52 91 64 70 81 53 52 59 55 59 57 54 89 1076 79 113 68 96 212
leaf_count=68 60 69 88 77 73 56 52 91 64 70 81 53 52 59 55 59 57 54 89 1076 79 113 68 96 212
internal_value=0 0.00430043 0.00278753 0.00349519 0.00208161 0.00404991 0.00437768 0.00446635 0.00390529 0.00154498 0.00442465 0.00277011 0.00330722 0.00244272 0.00355019 0.00318045 0.00447707 0.00412558 0.004395 0.00443461 0.00112282 0.00472402 0.00395274 0.0040933 0.00462667
internal_weight=0 2182 789 394 395 258 2113 1779 334 222 1719 173 105 136 170 115 1628 282 1222 1133 152 406 218 164 325
internal_count=2971 2182 789 394 395 258 2113 1779 334 222 1719 173 105 136 170 115 1628 282 1222 1133 152 406 218 164 325
is_linear=0
shrinkage=0.00193323


Tree=944
num_leaves=33
num_cat=0
split_feature=3 3 43 42 3 16 3 43 16 52 133 3 52 3 133 43 3 49 3 16 3 52 159 3 133 133 133 43 42 52 42 3
split_gain=783.793 261.357 171.347 96.0642 58.3355 55.0937 42.7117 39.6001 35.3528 26.3919 26.1885 17.9809 16.7789 16.5119 16.1068 11.5934 9.58957 9.08402 10.1148 12.5216 7.953 6.99777 6.65786 5.11796 4.95563 4.63695 3.82434 3.04899 2.9528 2.43027 2.07945 1.28332
threshold=-0.057749999999999989 0.28833000000000003 -0.033049999999999989 -1.0000000180025095e-35 0.10661500000000002 -0.26194999999999996 -0.13827999999999999 0.0049250000000000014 -0.0048749999999999991 -0.54752499999999993 0.0029250000000000005 -0.12711499999999995 -0.081164999999999987 0.088880000000000015 0.088155000000000011 -0.0019849999999999994 0.12745000000000004 -0.065249999999999989 -0.081084999999999977 -0.13800499999999996 -0.07929499999999999 -0.15365999999999999 0.086140000000000008 -0.094654999999999975 0.08759500000000002 0.024980000000000006 -0.067374999999999977 -0.0011349999999999999 -0.013819999999999997 0.076585000000000014 0.079335000000000003 -0.10175499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 7 6 -1 12 17 31 -5 -11 -4 -14 -12 20 -6 -7 19 -19 28 -22 -3 25 -25 -21 30 29 -13 -28 -20 -10
right_child=1 22 4 10 16 8 -8 -9 9 11 14 15 13 -15 -16 -17 -18 18 26 23 21 -23 -24 24 -26 -27 27 -29 -30 -31 -32 -33
leaf_value=0.013444203033108535 0.014895391790182153 0.010373517270291089 0.0166727476858291 0.011123394091495912 0.013127573277521605 0.015320825550234658 0.015581511095733065 0.014155445342761301 0.016650922081007647 0.014515084570361863 0.013365893926643127 0.01542501060736453 0.016146651613678602 0.014659943471295565 0.011967512199786687 0.014599175543960985 0.014225308929934649 0.017235705286419507 0.015828856181148668 0.015388188982696463 0.014652687101013055 0.015567736145051395 0.011306633764189217 0.016376086308354038 0.015953050114511778 0.016160178191573674 0.015624112629503048 0.015417521124348748 0.015977891234966072 0.016103250544907358 0.016355434937152462 0.016179011921305886
leaf_weight=71 66 72 67 79 67 64 89 85 56 98 64 56 63 64 77 55 69 52 57 60 55 104 60 471 162 78 90 96 184 101 85 54
leaf_count=71 66 72 67 79 67 64 89 85 56 98 64 56 63 64 77 55 69 52 57 60 55 104 60 471 162 78 90 96 184 101 85 54
internal_value=0 0.0134468 0.0139455 0.0127232 0.0147879 0.0157929 0.0146332 0.0153255 0.0158867 0.0154991 0.0120714 0.0153156 0.0158381 0.0153976 0.0126024 0.0154884 0.0136847 0.0160817 0.0161205 0.0162548 0.0156109 0.0152513 0.0107978 0.0161886 0.0162679 0.0158247 0.015863 0.0157238 0.015849 0.0158776 0.0161442 0.0164195
internal_weight=0 833 701 286 415 2138 160 279 1978 662 220 552 194 127 141 454 136 1316 1252 823 399 159 132 771 633 138 429 287 240 191 142 110
internal_count=2971 833 701 286 415 2138 160 279 1978 662 220 552 194 127 141 454 136 1316 1252 823 399 159 132 771 633 138 429 287 240 191 142 110
is_linear=0
shrinkage=0.00205156


Tree=945
num_leaves=13
num_cat=0
split_feature=9 3 14 15 2 13 2 3 4 41 49 11
split_gain=8.15856 8.96599 6.22149 6.9098 5.59601 8.60491 7.00745 6.56496 5.14429 4.41243 1.88834 1.42143
threshold=-1.0000000180025095e-35 0.31966500000000003 -0.10523499999999998 -0.42075999999999997 0.12068000000000001 -0.098524999999999988 0.081315000000000012 0.10402500000000002 0.028075000000000006 0.077915000000000012 0.036605000000000006 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 9 -6 -7 -10 -8
right_child=1 -3 3 4 8 7 11 -9 10 -11 -12 -13
leaf_value=0.00016702294338539114 0.0035403593506136335 -0.00019704898342106966 -0.0001748995531165935 0.0051350461100726731 0.0021807865607677552 0.0020470517958559487 0.0021154083015566035 0.0001586241847453224 -0.00051579091371200549 0.00041068059924482533 0.00098137221217722511 0.0033519098345137564
leaf_weight=100 90 71 56 53 82 2154 93 73 62 62 61 54
leaf_count=100 90 71 56 53 82 2154 93 73 62 62 61 54
internal_value=0 0.00192311 0.00197613 0.00192492 0.00196859 0.00204765 0.00325011 0.00194256 0.00100834 0.0020013 0.00022618 0.00257007
internal_weight=0 2911 2840 2750 2694 2489 200 2289 205 2216 123 147
internal_count=3011 2911 2840 2750 2694 2489 200 2289 205 2216 123 147
is_linear=0
shrinkage=0.00604267


Tree=946
num_leaves=28
num_cat=0
split_feature=4 12 13 2 133 2 4 16 48 12 13 49 43 2 4 12 16 160 0 16 475 0 4 160 2 12 12
split_gain=997.949 311.404 121.214 96.8096 53.135 45.0385 40.9628 38.3394 37.5784 34.2235 26.6461 25.1053 18.2495 16.9683 15.7573 11.7348 11.3482 9.53157 7.44037 6.9669 7.95899 6.02808 5.53388 4.25963 3.33583 2.39282 1.77445
threshold=0.31392000000000003 0.056995000000000011 -0.00027999999999999998 0.123795 -1.0000000180025095e-35 0.14019000000000004 -0.15615999999999999 -1.0000000180025095e-35 0.086410000000000015 0.093125000000000013 -0.13871999999999998 -1.0000000180025095e-35 -0.049999999999999996 0.090020000000000017 0.024470000000000002 -0.084509999999999988 -0.0069549999999999985 -0.10994 -0.095909999999999981 -0.074904999999999985 -0.064634999999999984 -0.10147999999999999 -0.085594999999999991 -0.081204999999999986 0.084360000000000004 0.10383500000000001 0.098785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 -1 12 -4 11 -6 10 -3 -8 -2 16 17 -10 22 -11 -15 25 -21 -14 -12 -20 -18 -19 -16
right_child=5 3 6 -5 8 -7 7 -9 15 14 13 -13 21 18 26 -17 24 19 23 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.015744441938866895 0.012056321073062289 0.018756409980533614 0.017246720869181768 0.014391816990075261 0.014432228923312801 0.010874431894702108 0.015133906606751036 0.014099092341778776 0.013183888064240552 0.01609833867401507 0.017873949322712718 0.017075260977438965 0.013739079399512024 0.016013343721869109 0.016228413202842251 0.011661813343315066 0.016573510140918919 0.017603702314874865 0.016333949354016671 0.017548248493135393 0.016601249849969305 0.012828563324212354 0.017380964495333828 0.017089597365202599 0.017143259244620623 0.017001671723311799 0.01569490984041778
leaf_weight=62 93 60 98 72 87 78 65 70 52 80 148 73 85 62 72 53 99 89 52 56 272 69 643 168 125 61 67
leaf_count=62 93 60 98 72 87 78 65 70 52 80 148 73 85 62 72 53 99 89 52 56 272 69 643 168 125 61 67
internal_value=0 0.0165797 0.0150766 0.0169756 0.0139192 0.012377 0.0160372 0.0154672 0.0133296 0.0170662 0.0172762 0.016161 0.0128513 0.0172077 0.0166572 0.0124158 0.0173449 0.016828 0.0167138 0.0169501 0.016763 0.0133313 0.0174732 0.0169111 0.0168916 0.017359 0.0159714
internal_weight=0 2686 560 2126 254 325 306 208 192 2054 1357 138 247 1297 697 105 1015 558 282 478 328 154 791 220 224 150 139
internal_count=3011 2686 560 2126 254 325 306 208 192 2054 1357 138 247 1297 697 105 1015 558 282 478 328 154 791 220 224 150 139
is_linear=0
shrinkage=0.00226508


Tree=947
num_leaves=21
num_cat=0
split_feature=1 3 2 2 124 2 2 2 3 4 13 0 43 4 15 1 0 4 16 48
split_gain=636.288 142.024 57.3696 57.9068 55.7724 45.1535 35.4334 28.3391 24.1108 27.5902 21.4925 17.0528 19.9424 20.9106 14.0163 11.0482 10.7574 7.8242 2.32509 0.805865
threshold=0.10509 -0.049204999999999992 0.14744000000000002 -1.0000000180025095e-35 -0.084084999999999979 0.11426500000000002 0.10912000000000001 0.13084500000000002 0.092005000000000017 -0.14595999999999995 -0.14847499999999997 -0.077809999999999976 -0.12118 -0.49269499999999994 -0.075094999999999981 0.096255000000000021 -0.045139999999999993 -0.085594999999999991 0.28127000000000008 0.081890000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 -3 -1 16 -5 8 10 -10 -6 15 -13 -14 19 17 18 -12 -2 -8
right_child=1 2 -4 6 7 -7 14 -9 9 -11 11 12 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0043035009768129422 0.0064796835755795822 0.0018055656189326233 0.0011586437511843079 0.0053970369082634142 0.0077907916211903926 0.0035735402335381416 0.0026839468065922053 0.0046323765916919555 0.0065157327237488627 0.0043296019439865918 0.0069427972962474065 0.0048225380729163634 0.0074214185317021657 0.0059933796587768647 0.0043092409374759647 0.0054629263292179878 0.0049126554771009804 0.0064592173043264813 0.0058025412690542897 0.0030881879307329088
leaf_weight=77 57 99 86 63 58 75 57 53 58 66 211 66 63 426 55 54 57 1224 54 52
leaf_count=77 57 99 86 63 58 75 57 53 58 66 211 66 63 426 55 54 57 1224 54 52
internal_value=0 0.00366401 0.00283765 0.0032805 0.00623841 0.00506498 0.00392364 0.00630377 0.00634356 0.00535235 0.00640202 0.0063626 0.00601634 0.00617741 0.00335749 0.00649165 0.00573065 0.00653034 0.00615049 0.00287702
internal_weight=0 655 412 326 2356 243 227 2279 2226 124 2102 2044 555 489 164 1489 168 1435 111 109
internal_count=3011 655 412 326 2356 243 227 2279 2226 124 2102 2044 555 489 164 1489 168 1435 111 109
is_linear=0
shrinkage=0.00231039


Tree=948
num_leaves=17
num_cat=0
split_feature=2 15 30 15 3 10 14 1429 483 2 13 2 2 13 3 13
split_gain=9.64482 9.59603 7.66546 7.28548 6.64324 5.34264 5.30116 3.7526 3.81139 3.10285 3.0316 2.64124 5.86968 2.15304 2.64021 1.64884
threshold=0.14132000000000003 -0.052239999999999988 0.085915000000000019 0.021950000000000001 -0.034509999999999992 0.057650000000000007 -0.10523499999999998 -0.086159999999999987 0.10680500000000001 0.11891500000000001 -0.098524999999999988 0.095850000000000005 0.10709500000000001 -0.039559999999999991 -0.080054999999999987 -0.0053799999999999985
decision_type=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 9 -9 -5 13 -13 14 -12 -15
right_child=1 -3 -4 4 -6 -7 7 8 -10 -11 11 12 -14 15 -16 -17
leaf_value=0.0035434313804622425 0.0019337253875410438 -0.00079600782812438596 0.00052747127728651228 0.0036682464516345683 0.0043166306885699538 0.00037367112049274215 0.0034501854111635569 0.0020401594097465177 0.0034462940282844867 0.0011123794642977534 0.0019635585707835097 0.00058204192392583964 0.0029276960055342866 0.003249278844042539 0.0028391054043582333 0.002549052934698242
leaf_weight=77 102 62 74 68 68 53 57 1309 54 118 260 65 63 186 172 223
leaf_count=77 102 62 74 68 68 53 57 1309 54 118 260 65 63 186 172 223
internal_value=0 0.000901397 0.00226695 0.00231334 0.0026582 0.00208485 0.00214097 0.00207072 0.00201759 0.00196348 0.0025494 0.00247082 0.001737 0.00258244 0.00231229 0.00286764
internal_weight=0 164 2847 2773 1105 1668 1615 1538 1481 1427 1037 969 128 841 432 409
internal_count=3011 164 2847 2773 1105 1668 1615 1538 1481 1427 1037 969 128 841 432 409
is_linear=0
shrinkage=0.00547303


Tree=949
num_leaves=28
num_cat=0
split_feature=1 52 1 2 2 0 1 150 0 43 147 52 4 52 4 129 51 4 4 51 160 43 0 0 2 42 42
split_gain=562.048 128.218 83.8157 78.9991 40.0326 35.2431 26.437 48.2302 18.448 15.3359 13.8759 13.8275 10.8217 10.3014 10.2466 9.20815 7.58242 7.5086 7.1339 7.61489 8.1451 6.60059 5.16518 4.47654 2.40161 0.967024 0.689444
threshold=0.10442000000000001 -0.40011499999999994 0.13130500000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.14054500000000003 0.092845000000000025 1.0000000180025095e-35 -0.078989999999999991 -0.078169999999999976 0.085900000000000018 0.056265000000000009 0.44128500000000004 -0.45635499999999996 0.42642000000000008 0.010690000000000002 0.083615000000000009 0.00093000000000000016 -0.085594999999999991 0.11543000000000002 0.11189 -0.11113499999999998 -0.033754999999999993 -0.086274999999999977 0.11558500000000001 0.096015000000000017 -0.079234999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 8 9 10 -8 18 12 -4 -10 16 17 24 21 23 20 -20 -15 25 -1 -5 -11 -25
right_child=1 2 11 14 -6 -7 7 -9 13 22 -12 -13 -14 15 -16 -17 -18 -19 19 -21 -22 -23 -24 26 -26 -27 -28
leaf_value=0.0066769032313700868 0.0059323001877821802 0.0031516449209137874 0.001628570335995296 0.0020237130683375439 0.0058214945232510943 0.0036012889633965303 0.0041798057054999935 0.0027021559063951589 0.0061672991934293058 0.0052228165878890898 0.0045649458571396613 0.0023666339222903668 0.00032902909177282669 0.004623367046345795 0.0031629354897862731 0.0042384307208925571 0.0027863806790572156 0.0045727517649688564 0.005873293675737537 0.0048407259106520049 0.0049077700748669136 0.005600990286417985 0.0063456599478435554 0.0061192231153930354 0.001294626245486315 0.0056517453526779386 0.0057432375233730792
leaf_weight=96 78 61 73 54 83 59 56 53 69 76 54 55 89 52 67 63 53 78 1055 52 58 266 52 81 60 63 55
leaf_count=96 78 61 73 54 83 59 56 53 69 76 54 55 89 52 67 63 53 78 1055 52 58 266 52 81 60 63 55
internal_value=0 0.00291721 0.00252191 0.00323312 0.0046907 0.00551087 0.0055603 0.00486786 0.00566525 0.00533246 0.00581108 0.00128289 0.00091479 0.00526444 0.00233604 0.00512866 0.00200413 0.00527022 0.00585923 0.00577918 0.005823 0.00544121 0.00567027 0.00626108 0.00164022 0.00541742 0.00596737
internal_weight=0 673 595 378 144 2338 2279 300 1979 247 1451 217 162 528 234 459 167 396 1397 1165 1113 318 191 232 114 139 136
internal_count=3011 673 595 378 144 2338 2279 300 1979 247 1451 217 162 528 234 459 167 396 1397 1165 1113 318 191 232 114 139 136
is_linear=0
shrinkage=0.00250084


Tree=950
num_leaves=24
num_cat=0
split_feature=1 1348 482 1 4 3 4 132 49 4 15 3 132 1 3 4 52 155 3 4 43 43 4
split_gain=12.9381 11.0805 8.47754 12.0605 11.5426 8.04999 14.4282 9.98717 8.04152 5.67469 4.16453 4.71157 4.68423 3.61541 6.44691 9.26057 3.56964 3.07962 3.0647 1.84157 1.77091 1.00201 0.7407
threshold=0.085345000000000018 1.0000000180025095e-35 0.097205000000000014 0.14195000000000002 -0.22295999999999996 -0.049204999999999992 -0.011369999999999998 -0.012949999999999998 -0.0086549999999999978 -0.079524999999999985 -0.088819999999999982 -0.054399999999999997 -0.013084999999999998 0.078320000000000015 -0.008624999999999999 -0.15615999999999999 -0.40891499999999997 1.0000000180025095e-35 -0.11372999999999998 0.067120000000000013 1.0000000180025095e-35 -0.082739999999999994 -0.0037349999999999992
decision_type=2 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 17 7 -7 -6 -8 -9 11 19 20 14 15 -14 -17 -2 -18 21 -12 -1 -23
right_child=1 -3 -4 -5 5 6 8 9 -10 -11 12 -13 13 -15 -16 16 18 -19 -20 -21 -22 22 -24
leaf_value=0.0027119411216751702 0.0054079731070741629 -0.0012254064749807727 0.0045796157211064874 -0.00038121763827835952 -0.00037239694337454053 -0.0016266268404932188 0.00031580550816744492 0.0013703769094896598 0.0025713024780633529 0.0032071699991071739 0.0033421896322773786 0.0053073460139996297 -0.00018346267685052817 0.0040921633077093834 8.3299920155282417e-05 0.0015052762924930882 0.0045879223245118127 0.0032006984310100281 0.0028138814393094225 0.0020797235085939503 0.0049660544541443915 0.0032472612402226677 0.0043287777211061321
leaf_weight=53 57 52 66 100 55 75 121 108 230 387 91 68 56 76 53 100 52 72 835 57 54 56 76
leaf_count=53 57 52 66 100 55 75 121 108 230 387 91 68 56 76 53 100 52 72 835 57 54 56 76
internal_value=0 0.001977 0.00210808 0.00197265 0.00218574 0.00192252 0.00119158 0.00248853 0.00179398 0.00280657 0.00292004 0.00365907 0.00274603 0.00259732 0.0024936 0.002616 0.00277492 0.00417659 0.00291797 0.00319561 0.00394746 0.00353902 0.00387053
internal_weight=0 1323 1271 1205 1105 976 426 550 351 495 1627 310 1317 1172 1096 1043 987 129 887 242 145 185 132
internal_count=2950 1323 1271 1205 1105 976 426 550 351 495 1627 310 1317 1172 1096 1043 987 129 887 242 145 185 132
is_linear=0
shrinkage=0.00707995


Tree=951
num_leaves=13
num_cat=0
split_feature=9 33 124 42 14 132 12 156 484 12 15 484
split_gain=10.3774 10.6274 9.83733 8.65682 7.51881 5.50581 4.29611 9.09284 7.90408 5.05158 3.76495 3.01103
threshold=0.094575000000000006 0.075230000000000019 -0.077084999999999987 -0.0022699999999999999 0.081390000000000004 -0.2661949999999999 0.056995000000000011 0.093155000000000002 0.085835000000000009 0.082595000000000016 -0.22805999999999996 0.059895000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 8 -7 -8 -5 -11
right_child=-2 -3 4 10 -6 6 9 -9 -10 11 -12 -13
leaf_value=0.0032040829638320498 -0.0011215779325985309 0.0055666506272146823 0.004593986642833529 -0.0019883091157804921 -0.00037676497209290641 0.0016598948961913081 0.0046726637291724807 0.0039788788041520027 -0.0014554682139363089 0.0023104575717441938 0.0005406109642801095 0.0032170441975408553
leaf_weight=52 52 54 62 52 57 395 58 85 52 1703 92 236
leaf_count=52 52 54 62 52 57 395 58 85 52 1703 92 236
internal_value=0 0.00226378 0.00220104 0.000576308 0.00232127 0.00238065 0.00232636 0.0017259 0.0012973 0.00248628 -0.000372053 0.00242084
internal_weight=0 2898 2844 196 2648 2591 2529 532 447 1997 144 1939
internal_count=2950 2898 2844 196 2648 2591 2529 532 447 1997 144 1939
is_linear=0
shrinkage=0.0075133


Tree=952
num_leaves=23
num_cat=0
split_feature=1 1456 0 151 4 1 106 0 13 0 16 52 0 4 50 12 16 49 16 0 484 158
split_gain=6.965 8.97628 10.7472 10.0405 10.2037 13.5499 7.71546 7.90902 7.08344 5.60033 4.76464 5.31042 4.2585 3.71439 2.79904 2.20231 2.19681 2.5159 3.6845 2.74992 2.6975 1.50008
threshold=0.084955000000000017 -0.007239999999999999 -0.13843999999999998 0.015440000000000001 -0.0029949999999999998 0.11319000000000001 0.085650000000000018 -0.105195 -0.10667999999999998 -0.14680499999999999 0.19384500000000002 -0.15086999999999998 0.055865000000000005 0.40052000000000004 0.12170000000000002 0.091445000000000012 0.092980000000000021 0.085925000000000015 0.0060400000000000011 -0.089044999999999985 -0.081694999999999976 0.078875000000000015
decision_type=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 7 -4 -9 -1 14 15 13 -10 16 -12 17 18 20 21 -11 -19
right_child=1 2 6 -5 5 -7 -8 8 12 10 11 -13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23
leaf_value=0.0032507590354095223 0.0030264020301633819 -0.0015090003413459601 0.0035852577892918056 -0.0023764628786765393 0.0029803317218892933 -0.00040138914764284824 -0.00084576242678767542 -0.00036142748176372466 0.0015340467243644344 0.00083511533465942917 0.0022851336508134001 -0.00087375010836535213 0.0026666015637240594 0.00034472573337611509 0.00052338681769230518 0.00068346974815867295 0.0028304173256132967 0.0014076522356412245 0.00028344699243286258 0.0032579372856699623 0.0018615214948058461 0.0026258857938101098
leaf_weight=85 87 65 60 53 87 86 56 83 535 106 57 53 99 117 62 70 77 97 68 79 808 60
leaf_count=85 87 65 60 53 87 86 56 83 535 106 57 53 99 117 62 70 77 97 68 79 808 60
internal_value=0 0.00114972 0.0010181 1.84984e-06 0.000531745 0.00129887 0.00132933 0.00146565 0.00131308 0.00174011 0.00165652 0.000732149 0.00149823 0.00132072 0.00177909 0.00140283 0.00183916 0.00177644 0.00164158 0.00233729 0.00174256 0.00187363
internal_weight=0 1328 1241 291 238 173 950 894 834 1622 1537 180 751 652 1357 127 1295 1218 982 236 914 157
internal_count=2950 1328 1241 291 238 173 950 894 834 1622 1537 180 751 652 1357 127 1295 1218 982 236 914 157
is_linear=0
shrinkage=0.00604267


Tree=953
num_leaves=31
num_cat=0
split_feature=1 12 2 12 1 13 155 2 13 12 1 12 1 16 13 1 51 1 13 2 475 15 15 15 15 13 402 483 50 402
split_gain=521.279 83.8024 88.4136 43.3753 40.8391 35.8815 27.3994 27.6691 25.4531 23.8469 23.377 17.7846 19.1009 17.7453 12.8477 12.1855 8.19356 5.80655 14.5806 6.01225 5.39435 5.25882 7.87943 5.81481 4.52807 3.24152 2.33647 2.13998 1.94119 1.78652
threshold=0.10398500000000001 -1.0000000180025095e-35 0.14290000000000003 0.056995000000000011 0.092485000000000026 -1.0000000180025095e-35 0.091145000000000018 0.09036000000000001 -1.0000000180025095e-35 0.091290000000000024 0.12200500000000002 -0.0066799999999999993 0.086115000000000011 -0.5038649999999999 -0.0079349999999999993 0.12448500000000001 0.11178000000000002 0.089455000000000021 -0.13871999999999998 0.085155000000000022 -0.076114999999999988 -0.10981499999999998 -0.031624999999999993 0.095535000000000023 -0.066784999999999983 -0.13871999999999998 -0.014954999999999998 -0.087529999999999983 0.090075000000000016 0.012085000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 6 4 11 -6 7 10 -9 17 -3 -1 -13 -10 15 -2 20 18 -5 26 -11 -22 24 -24 -23 -17 -20 -21 -28 -29
right_child=1 2 -4 9 5 -7 -8 8 13 16 -12 12 -14 -15 -16 25 -18 -19 19 27 21 22 23 -25 -26 -27 28 29 -30 -31
leaf_value=0.0062113278755102095 0.0033019295213124857 0.0057640763949925733 0.0014240423726477618 0.0072465764355966154 0.0024751906219606145 0.0049656041786957476 0.0059663618582844356 0.0021874942396093193 0.003118220938752159 0.0062549910326294379 0.0037570548479277711 0.0057046861143392833 0.0040621529873995418 0.0049248124014204964 0.0012577661999230276 0.0025162889322434315 0.0046438208246030498 0.0054552160072514995 0.0066598891001511994 0.00629571883110174 0.0061655003178505722 0.00527207764149601 0.0058187882681348235 0.0052895064621274156 0.0044396168900314153 0.0017822564934092064 0.0062172318262725904 0.005742326745279012 0.0057281725598792698 0.0061178892027513275
leaf_weight=102 73 77 62 52 56 69 52 52 52 53 52 84 69 66 52 60 59 96 55 52 56 95 243 207 56 70 281 462 53 82
leaf_count=102 73 77 62 52 56 69 52 52 52 53 52 84 69 66 52 60 59 96 55 52 56 95 243 207 56 70 281 462 53 82
internal_value=0 0.00332501 0.0039681 0.00564563 0.00493256 0.0038501 0.00441741 0.00414794 0.0035352 0.00578808 0.00495524 0.00546309 0.0049641 0.0041289 0.00228335 0.00254594 0.0054737 0.00600143 0.00605198 0.00598889 0.00554263 0.00548512 0.00542169 0.00557537 0.00496351 0.00212123 0.00621331 0.00584236 0.0061397 0.00579898
internal_weight=0 668 413 2282 380 125 351 299 170 1902 129 255 153 118 255 203 769 1133 1037 985 710 657 601 450 151 130 389 596 334 544
internal_count=2950 668 413 2282 380 125 351 299 170 1902 129 255 153 118 255 203 769 1133 1037 985 710 657 601 450 151 130 389 596 334 544
is_linear=0
shrinkage=0.00231039


Tree=954
num_leaves=28
num_cat=0
split_feature=1 3 1 0 2 4 1 2 47 11 4 43 3 2 1 4 0 3 4 43 1 3 1 4 2 4 1
split_gain=633.917 87.8759 76.5305 68.1809 39.4205 33.1769 27.4996 24.412 22.6873 20.2159 20.0134 14.7742 14.6945 11.5106 11.1381 9.50652 8.27138 7.86419 6.55549 3.96859 3.69577 7.93982 4.29911 3.06519 2.85775 2.7921 0.459939
threshold=0.10921500000000002 -0.06656999999999999 0.089625000000000024 -0.10028499999999999 -0.0098549999999999974 0.41552000000000006 0.14787500000000001 0.10836000000000003 0.10070000000000003 1.0000000180025095e-35 0.020110000000000006 -0.073079999999999992 0.095880000000000007 0.091235000000000024 0.12257000000000003 -0.0083549999999999978 -0.050704999999999993 -0.08212499999999999 0.0047050000000000008 -0.04133499999999999 0.086860000000000007 -0.016294999999999994 0.088470000000000007 -0.077889999999999987 0.10100500000000003 0.0063750000000000013 0.094165000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 10 -5 -2 8 9 11 12 -4 -3 13 20 -13 17 18 19 -9 -6 21 -1 -22 -19 25 -15 -25
right_child=1 6 3 4 15 -7 -8 16 -10 -11 -12 14 -14 24 -16 -17 -18 23 -20 -21 22 -23 -24 26 -26 -27 -28
leaf_value=0.0050248272356629839 0.0041273212962814852 0.00075967453174495406 0.0019067243609282719 0.0026256053413284937 0.0048042222749370986 0.0019858924626596445 0.00019195022001365996 0.0049240270433658908 0.0028879377062166018 0.0058859386299780882 0.0034383650478520744 0.0025401341757689071 0.0037474365678438044 0.0046280085939706707 0.0013564912695474289 0.0039519532637907976 0.0034249263656831118 0.0040850072197397124 0.0040048593186013523 0.005608382477195621 0.0042822910317473987 0.0058595499368711036 0.0051295363692933178 0.0045688167630436845 0.0049364003609393163 0.0041671807018477947 0.0048601267222991634
leaf_weight=864 101 97 75 52 52 52 68 65 63 98 88 64 54 257 92 73 57 52 86 68 64 58 52 52 100 84 62
leaf_count=864 101 97 75 52 52 52 68 65 63 98 88 64 54 257 92 73 57 52 86 68 64 58 52 52 100 84 62
internal_value=0 0.00200431 0.00461983 0.00392562 0.00439825 0.00339967 0.00144828 0.0048365 0.00171856 0.00492615 0.00273377 0.00142728 0.00486478 0.00490556 0.00184224 0.00465494 0.0041334 0.0048343 0.00440068 0.00526011 0.005031 0.00507736 0.00466229 0.00452634 0.00461027 0.00451456 0.00472745
internal_weight=0 537 2413 574 411 153 384 1839 316 1631 163 253 1533 1479 156 359 208 286 151 120 1038 922 116 166 441 341 114
internal_count=2950 537 2413 574 411 153 384 1839 316 1631 163 253 1533 1479 156 359 208 286 151 120 1038 922 116 166 441 341 114
is_linear=0
shrinkage=0.00217713


Tree=955
num_leaves=23
num_cat=0
split_feature=50 2 0 52 2 16 48 16 16 16 2 0 43 52 0 2 50 0 0 16 16 16
split_gain=10.6201 9.7965 7.44071 10.0063 8.78524 10.9072 20.824 5.50525 7.52814 4.83398 4.76438 6.56372 4.65536 3.60943 3.376 4.13152 3.01568 2.37008 2.25723 1.79832 1.30995 1.2782
threshold=1.0000000180025095e-35 0.14870000000000003 -0.12368999999999998 0.093130000000000004 0.089945000000000011 -0.33811499999999994 0.085835000000000009 -0.14669499999999996 -0.015214999999999998 -0.5103049999999999 -1.0000000180025095e-35 -0.079794999999999991 -0.46052499999999996 -0.040589999999999994 0.12469500000000001 0.11366500000000002 0.12743000000000002 -0.19166999999999998 -0.072924999999999976 -0.071704999999999991 -0.077189999999999995 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 17 -7 -2 16 -4 11 -11 -12 -10 15 -14 18 -6 19 20 21 -9
right_child=7 -3 9 -5 5 6 -8 8 13 10 12 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0020358027680677194 0.0040022268113583384 -0.00049611364282832666 0.0032428821933645469 0.0029774106258476422 0.00015904335081523389 -0.0042640717438306962 0.00059136374035151319 0.0028640630172994913 0.0024032638880046222 0.0019346752798899986 -0.00014816290013532296 -0.00058820660292004188 0.00170814347502692 0.0043899884358287594 0.0030819723753308754 0.00073368450208227535 0.0006333458747264073 0.001915635587842064 0.00083498224122814809 0.0011497450610496128 0.0031812487700923677 0.0017267359587424343
leaf_weight=71 55 99 58 54 54 55 71 52 74 63 52 85 1378 57 56 172 84 54 58 53 53 106
leaf_count=71 55 99 58 54 54 55 71 52 74 63 52 85 1378 57 56 172 84 54 58 53 53 106
internal_value=0 0.00132683 0.00140804 0.000626762 0.000210374 -0.000343225 -0.00152757 0.00221594 0.00203287 0.00155848 0.00150435 0.000485296 0.00159527 0.0032682 0.00165176 0.00160005 0.00163412 0.00103793 0.001895 0.00212764 0.00237298 0.00210145
internal_weight=0 2322 2223 359 305 234 126 592 537 1864 1806 148 1658 131 1606 1550 406 108 322 264 211 158
internal_count=2914 2322 2223 359 305 234 126 592 537 1864 1806 148 1658 131 1606 1550 406 108 322 264 211 158
is_linear=0
shrinkage=0.00592419


Tree=956
num_leaves=26
num_cat=0
split_feature=1 52 1 2 2 2 150 43 14 13 39 2 2 1429 15 49 42 150 48 43 1 52 151 13 15
split_gain=618.928 105.734 64.3963 50.8208 44.5659 44.1958 30.603 23.5112 21.9091 17.4301 15.2237 12.559 12.1197 11.436 10.1843 12.2092 8.38778 10.3922 8.07118 8.05812 6.72916 5.81158 4.36398 3.60615 2.62207
threshold=0.10398500000000001 -0.41694999999999993 0.12895500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.095850000000000005 1.0000000180025095e-35 -0.051239999999999987 0.077140000000000014 -0.073724999999999985 0.08252000000000001 0.123795 -1.0000000180025095e-35 0.084815000000000015 -0.43091499999999999 -0.054684999999999991 0.086435000000000012 0.088985000000000009 0.088875000000000023 -0.10945499999999998 0.096160000000000009 -0.14816999999999997 -0.051109999999999996 -0.085349999999999995 0.087450000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 8 10 -4 12 -9 11 19 -1 16 -5 -16 17 21 23 -7 24 -14 -17 -18 -21
right_child=1 2 7 14 -6 6 -8 9 -10 -11 -12 -13 13 -15 15 22 18 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.0051950259756555501 0.006442330242016809 0.0033551534005556304 0.0010025643164391881 0.0038657523327915934 0.0061276246932054556 0.0068493679977466651 0.0037212988607314037 0.0019383445579302992 0.0075776240407835109 0.0037457219219874023 0.0044224596946851316 0.0047142806512852674 0.007313413959357468 0.0054265305756358651 0.0036057637746308982 0.0027035602432233996 0.0064685650000303619 0.0054387783658019304 0.005145419058844373 0.0055391915196725851 0.0066109284129067004 0.0064697080322516903 0.0017481035350568905 0.0060221019645716207 0.0060394608413657912
leaf_weight=69 60 66 88 54 74 52 54 84 73 52 54 57 53 96 54 54 161 57 52 230 55 763 62 351 89
leaf_count=69 60 66 88 54 74 52 54 84 73 52 54 57 53 96 54 54 161 57 52 230 55 763 62 351 89
internal_value=0 0.00334154 0.00302509 0.00366168 0.00482079 0.00605892 0.00548211 0.00199052 0.00626242 0.00262959 0.00565913 0.00579734 0.00620247 0.0062478 0.00293712 0.00264199 0.00630264 0.00645368 0.00606881 0.00594219 0.00581599 0.00652454 0.00219311 0.00616254 0.00567885
internal_weight=0 648 588 364 140 2266 591 224 1675 136 537 483 1602 1533 224 170 1437 873 564 426 374 816 116 512 319
internal_count=2914 648 588 364 140 2266 591 224 1675 136 537 483 1602 1533 224 170 1437 873 564 426 374 816 116 512 319
is_linear=0
shrinkage=0.0024518


Tree=957
num_leaves=29
num_cat=0
split_feature=2 2 2 2 43 133 16 52 11 2 31 133 52 11 51 16 16 160 42 42 42 16 42 2 52 42 16 2
split_gain=311.403 128.602 82.6678 73.0352 36.0464 31.8407 31.6627 72.5694 19.5568 15.5595 13.9503 13.467 11.3501 9.02428 8.6417 7.71139 7.07703 12.9877 6.49985 8.93562 5.61314 5.04927 3.66562 2.55128 1.9267 1.86663 1.38937 1.04254
threshold=0.12026500000000001 -1.0000000180025095e-35 0.10060500000000001 0.16730000000000003 -0.049999999999999996 0.017095000000000003 0.092980000000000021 0.029970000000000007 1.0000000180025095e-35 0.089945000000000011 -0.080489999999999992 0.077945 0.029970000000000007 0.082770000000000024 -1.0000000180025095e-35 -0.016354999999999998 0.0060400000000000011 -0.069144999999999984 0.086855000000000016 -1.0000000180025095e-35 0.086000000000000007 -0.15105999999999997 0.11234000000000001 0.085665000000000005 -0.41694999999999993 0.091035000000000019 -0.007794999999999999 0.11002000000000002
decision_type=2 2 2 2 2 2 2 2 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 10 12 7 15 9 16 -1 18 14 24 -2 21 22 -18 19 -11 -13 -4 23 -3 -8 -19 -22 -9
right_child=3 2 6 -5 -6 -7 13 27 -10 11 -12 20 -14 -15 -16 -17 17 25 -20 -21 26 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0025000751754550689 0.0024303737776106143 0.0049022199549795366 0.0022092230795719638 7.4077878093350367e-05 0.0035966099041310315 0.0038178563801035668 0.004347596253420947 0.0042349247650519898 0.0056650429534701495 0.0040860973577118292 0.00091722772630022065 0.0051562327692969735 0.0029318347553047809 0.0051476963981627842 0.0012759267809637222 0.0016782769919690451 0.0034259864184938019 0.0048720153710334526 0.0044779253231210766 0.0030901660956946463 0.004560939458946138 0.0031054990239750861 0.0042790988548777713 0.0046779034669788156 0.0037454052858161497 0.0043599225611351189 0.0041045206232702925 0.0046260939164772981
leaf_weight=56 53 624 66 75 94 72 52 72 87 106 54 71 55 55 81 63 57 92 67 77 91 59 69 430 55 59 54 68
leaf_count=56 53 624 66 75 94 72 52 72 87 106 54 71 55 55 81 63 57 92 67 77 91 59 69 430 55 59 54 68
internal_value=0 0.00427883 0.00442424 0.0020058 0.00258658 0.0025608 0.00361146 0.00321448 0.00463562 0.00458576 0.00172326 0.00423603 0.00208179 0.00441508 0.00173271 0.00231283 0.00470819 0.00433072 0.00388455 0.00366717 0.00464273 0.00263246 0.00477808 0.00481073 0.00403828 0.00467208 0.00439113 0.00442509
internal_weight=0 2578 2374 336 204 261 490 328 1884 1797 110 466 189 162 134 188 1331 208 250 183 216 125 1123 1054 107 151 145 140
internal_count=2914 2578 2374 336 204 261 490 328 1884 1797 110 466 189 162 134 188 1331 208 250 183 216 125 1123 1054 107 151 145 140
is_linear=0
shrinkage=0.00222067


Tree=958
num_leaves=20
num_cat=0
split_feature=39 13 14 0 42 39 457 0 13 52 0 123 0 0 0 48 13 0 49
split_gain=561.524 394.699 242.969 136.713 104.926 50.5974 47.0018 42.0402 41.3485 35.2073 30.7877 30.427 27.4508 64.9864 21.6848 20.044 14.6991 12.7638 4.79537
threshold=0.055555000000000007 -0.27740999999999993 -0.31108499999999994 -0.17127999999999996 -1.0000000180025095e-35 0.11419500000000002 0.085510000000000017 -0.076004999999999975 -0.086874999999999994 -0.54883999999999988 1.0000000180025095e-35 0.088305000000000008 -0.14867499999999997 -0.13409999999999997 0.10923000000000001 0.085395000000000013 -0.47365999999999991 -0.108275 0.095920000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 -3 6 -2 8 15 12 -6 -9 18 -10 -5 -14 -12 -4 -1 -15 -11
right_child=4 2 3 7 5 -7 -8 9 11 10 14 -13 13 17 -16 -17 -18 -19 -20
leaf_value=0.0014155265396080348 0.0042681528203010492 2.5475990099179421e-05 0.0047918805822714846 0.0069148458954044019 0.0031084520398785651 -0.00095335674420913479 0.001191738501992443 0.0061250373458201631 0.0017697274478370886 0.0049082874884178677 0.0027306998318603099 -0.00024241226975250094 0.0028766334197837806 0.0044835986309831868 0.0045884021032061521 0.0028065375239531205 -0.00022253719377029489 0.0054640938749933258 0.0043181926081149874
leaf_weight=57 63 53 57 60 60 58 53 80 89 352 78 73 56 75 59 52 60 1385 94
leaf_count=57 63 53 57 60 60 58 53 80 89 352 78 73 56 75 59 52 60 1385 94
internal_value=0 0.00472135 0.00491901 0.00502702 0.0015741 0.000967848 0.00297709 0.00517533 0.0014699 0.00468694 0.00448956 0.00086287 0.00538077 0.00532004 0.00353091 0.00384497 0.000575283 0.00541374 0.00478397
internal_weight=0 2571 2454 2401 343 280 162 2239 222 663 583 162 1576 1516 137 109 117 1460 446
internal_count=2914 2571 2454 2401 343 280 162 2239 222 663 583 162 1576 1516 137 109 117 1460 446
is_linear=0
shrinkage=0.00231039


Tree=959
num_leaves=31
num_cat=0
split_feature=1 3 2 2 2 2 150 2 11 11 1429 40 15 3 1 3 1 150 2 130 133 15 49 49 1429 2 16 133 16 3
split_gain=502.617 113.247 35.9483 35.7679 31.1011 30.6374 31.0692 28.3597 22.4823 18.5047 17.0378 13.8381 13.7224 11.3829 11.3233 10.4855 10.4183 8.76852 6.93572 4.31872 4.60607 7.37676 3.93107 3.9233 3.40601 2.88173 2.82446 2.7345 1.80805 1.432
threshold=0.10442000000000001 -0.049204999999999992 0.10523 0.17553000000000005 -1.0000000180025095e-35 0.095850000000000005 1.0000000180025095e-35 0.10869000000000002 0.087090000000000015 1.0000000180025095e-35 0.084710000000000021 -0.025204999999999995 -0.0097449999999999985 -0.13827999999999999 0.084815000000000015 0.143375 0.087225000000000011 1.0000000180025095e-35 0.083775000000000002 1.0000000180025095e-35 0.017095000000000003 -0.068309999999999996 0.099620000000000014 0.098965000000000011 0.080400000000000013 0.08895500000000002 0.024125000000000004 0.084675000000000014 -0.039209999999999995 -0.086884999999999976
decision_type=2 2 2 2 2 2 2 2 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 13 -6 -4 10 16 -9 -12 -7 19 -13 18 27 29 20 21 -15 -22 -21 25 -20 -2 28 -18 -1
right_child=1 3 8 -5 7 6 -8 11 -10 -11 12 15 -14 14 -16 -17 17 -19 24 23 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0054834043462337872 0.0047085473098174508 0.00082660525620950707 0.0015901919402437174 -5.5536733473603094e-05 0.0035832724639333386 0.0051159294432672588 0.0025071119229410285 0.00094604522871158077 0.0036158400237172625 0.0055879985822998553 0.0045345593634424702 0.0027802498690398182 0.0029725373267142814 0.0042872484790768715 0.0032308759811531607 0.0016111569944056176 0.0044067051653411482 0.0035314666176644522 0.0047359296254369356 0.004865970360713884 0.0045256257224216227 0.0031619243773079227 0.0038306726538945408 0.0040959427077352645 0.005160353511456761 0.0044744742460052856 0.0040320697072625429 0.0041282030897588137 0.0047770623324122083 0.0050224229257502398
leaf_weight=53 57 100 52 53 59 59 56 56 52 90 52 76 55 56 62 70 140 56 555 79 119 55 58 53 65 320 62 88 118 88
leaf_count=53 57 100 52 53 59 59 56 56 52 90 52 76 55 56 62 70 140 56 555 79 119 55 58 53 65 320 62 88 118 88
internal_value=0 0.00228798 0.00353883 0.00161415 0.00185935 0.0044758 0.00405185 0.00225495 0.00260324 0.00462645 0.004572 0.00186686 0.00373187 0.00421171 0.00410098 0.00221989 0.0046326 0.0043327 0.00474411 0.00422936 0.00407913 0.00372987 0.00429803 0.00455697 0.00467632 0.00464034 0.00435629 0.00446231 0.00457618 0.00519586
internal_weight=0 637 223 414 361 2277 597 261 104 1680 1590 202 107 541 482 146 1483 402 1081 420 288 111 177 132 940 875 119 346 258 141
internal_count=2914 637 223 414 361 2277 597 261 104 1680 1590 202 107 541 482 146 1483 402 1081 420 288 111 177 132 940 875 119 346 258 141
is_linear=0
shrinkage=0.00217713


Tree=960
num_leaves=15
num_cat=0
split_feature=9 10 11 2 42 2 42 0 1 3 3 3 52 0
split_gain=13.5997 12.5164 7.78613 9.15762 6.39856 5.26749 5.27919 4.73074 8.35777 5.68282 5.5277 5.27277 4.55912 4.11923
threshold=-1.0000000180025095e-35 -0.16491499999999995 1.0000000180025095e-35 -0.087809999999999985 -0.14592499999999997 0.082500000000000018 0.085495000000000015 -0.10185499999999999 0.085110000000000005 0.11391500000000002 1.0000000180025095e-35 -0.12711499999999995 -0.4387299999999999 -0.13165999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 -4 12 8 13 11 -10 -9 -7 -6
right_child=1 2 5 4 7 6 -8 9 10 -11 -12 -13 -14 -15
leaf_value=-0.00016988390032823971 -0.00063527639818404481 -0.00037930402789182878 0.0049467904053841901 0.0036642935929479519 0.0039436651788874039 0.0022304567076658899 0.0011560670785519323 0.00045917526779037758 -0.00033741136665729212 0.0040868610824076699 0.0014795958588632899 0.002224780780268542 0.0046012424497979664 0.0018410173928037441
leaf_weight=96 58 53 53 99 60 57 52 64 86 58 211 1841 62 79
leaf_count=96 58 53 53 99 60 57 52 64 86 58 211 1841 62 79
internal_value=0 0.00214206 0.00220013 0.00210522 0.00215796 0.00328081 0.00276408 0.00209577 0.00152592 0.0022223 0.000953242 0.0021655 0.0034662 0.0027491
internal_weight=0 2833 2775 2551 2498 224 171 2399 436 1963 297 1905 119 139
internal_count=2929 2833 2775 2551 2498 224 171 2399 436 1963 297 1905 119 139
is_linear=0
shrinkage=0.00604267


Tree=961
num_leaves=11
num_cat=0
split_feature=2 30 1348 149 1456 42 1212 2 2 133
split_gain=7.55695 5.88478 6.41949 6.26814 3.57697 3.41403 3.67868 3.31562 1.98726 1.59463
threshold=0.16730000000000003 0.086220000000000019 0.084895000000000012 0.075040000000000009 -0.24153499999999997 -0.09361499999999999 0.11579500000000002 0.12068000000000001 0.097375000000000003 -0.020429999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 7 -7 9 -6
right_child=-2 -3 -4 -5 5 6 -8 -9 -10 -11
leaf_value=0.0037168017792813591 -9.8529039157799485e-05 4.5889246868660141e-08 -0.00015544377555068599 0.0040975566069049486 0.0032982488240170223 0.0019247704038287555 0.0034431952978381101 0.0010465485227266053 0.0037629693443244094 0.0019118237496677712
leaf_weight=53 82 67 60 65 55 2094 66 211 62 114
leaf_count=53 82 67 60 65 55 2094 66 211 62 114
internal_value=0 0.00195494 0.00200203 0.00204964 0.00199948 0.00196447 0.00188894 0.00184441 0.00273939 0.00236345
internal_weight=0 2847 2780 2720 2655 2602 2371 2305 231 169
internal_count=2929 2847 2780 2720 2655 2602 2371 2305 231 169
is_linear=0
shrinkage=0.0066716


Tree=962
num_leaves=16
num_cat=0
split_feature=48 4 0 48 4 403 4 4 3 14 0 160 4 0 2
split_gain=7.47061 18.5485 5.93841 6.05167 8.93775 5.39607 6.72435 5.36949 4.91082 4.76736 4.38422 2.83778 2.65592 2.32313 1.73208
threshold=-0.024949999999999996 -0.000195 -0.23043999999999995 0.093225000000000016 -0.5109999999999999 0.085340000000000013 0.51395000000000002 -0.071659999999999988 -0.046079999999999989 0.054835000000000009 -0.10726999999999999 -0.06146999999999999 0.0043700000000000006 -0.085044999999999996 0.10043500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 9 13 11 10 -6 -5 -10 -7 -13
right_child=2 -3 3 8 5 7 -8 -9 12 -11 -12 14 -14 -15 -16
leaf_value=0.0019895467054023425 0.0030569819879083921 -0.0017424104649160039 0.0038054333402341425 0.00021841803617328378 0.00063207760580051293 0.0023955110735429095 -0.00029517735880733409 0.0032224239014755499 0.00044849560460628245 -1.0680888223325299e-05 0.001532903239507253 0.0025103085649425651 -0.0012399986931457465 0.00095043419472758378 0.001051465642430681
leaf_weight=90 70 83 52 57 195 60 80 101 72 76 1744 54 52 91 52
leaf_count=90 70 83 52 57 195 60 80 101 72 76 1744 54 52 91 52
internal_value=0 0.000198719 0.00141897 0.00137626 0.00146976 0.00141799 0.00132322 0.00220558 0.000594481 0.00138751 0.00144234 0.0012442 -0.000259092 0.00152504 0.00179522
internal_weight=0 173 2756 2686 2399 2347 2095 252 287 2015 1939 163 124 151 106
internal_count=2929 173 2756 2686 2399 2347 2095 252 287 2015 1939 163 124 151 106
is_linear=0
shrinkage=0.00569414


Tree=963
num_leaves=21
num_cat=0
split_feature=1 3 10 124 15 1 3 15 0 0 0 0 150 3 1 155 1 50 3 50
split_gain=382.965 74.4382 39.8299 28.9247 28.9154 18.3166 18.1048 17.148 13.8911 13.3444 9.93259 9.95734 8.77999 9.30874 6.35533 5.99134 5.23827 5.01836 17.5629 5.43998
threshold=0.10398500000000001 -0.049204999999999992 -0.0093599999999999985 -0.085379999999999984 -0.14051999999999998 0.12313000000000002 0.093925000000000022 -0.13843999999999998 0.13304000000000002 -0.099704999999999974 -0.14920999999999998 -0.11471499999999998 0.088135000000000005 -0.0048549999999999991 0.083670000000000008 0.084710000000000021 0.11584000000000001 0.083800000000000013 -0.12077499999999998 0.10786000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 -1 -2 12 8 -7 10 -8 14 -12 13 -4 -5 16 -6 18 -13 -19
right_child=1 2 5 6 15 7 9 -9 -10 -11 11 17 -14 -15 -16 -17 -18 19 -20 -21
leaf_value=0.0033556100185369035 0.0025944110876649574 0.0010281328053078982 0.0028902871918280839 0.0061328607670160275 0.0046570735490595932 0.0016572314100464663 0.0032641428624631316 0.0030568849313975808 0.0038433012627177281 0.0048135775642121886 0.0041189532624139368 0.0039176223516343856 0.0024954460779837225 0.0041196987928810618 0.0051106346480236349 0.0050529769679268227 0.003740867140528085 0.0054649619646677632 0.004996003343143424 0.0049500444525326344
leaf_weight=59 56 81 54 61 57 102 54 75 52 56 66 79 52 70 60 53 68 212 1365 197
leaf_count=59 56 81 54 61 57 102 54 75 52 56 66 79 52 70 60 53 68 212 1365 197
internal_value=0 0.00297746 0.00243299 0.00489131 0.00398717 0.00275529 0.00493245 0.00225044 0.00497867 0.00405316 0.0050076 0.00496858 0.00326287 0.0035845 0.00562617 0.00442521 0.00415885 0.00499883 0.00493702 0.005217
internal_weight=0 668 434 2261 234 353 2202 177 2092 110 2040 1919 176 124 121 178 125 1853 1444 409
internal_count=2929 668 434 2261 234 353 2202 177 2092 110 2040 1919 176 124 121 178 125 1853 1444 409
is_linear=0
shrinkage=0.00222067


Tree=964
num_leaves=12
num_cat=0
split_feature=9 10 11 12 43 12 124 4 147 52 12
split_gain=7.3283 6.43797 5.83327 11.7448 10.6408 4.21083 7.17083 4.23577 4.26201 3.95811 3.65195
threshold=-1.0000000180025095e-35 -0.16491499999999995 1.0000000180025095e-35 0.085425000000000015 -1.0000000180025095e-35 -0.11319999999999998 -0.085174999999999987 -0.49911499999999992 0.090890000000000012 -0.4387299999999999 -0.085549999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 -3 -7 -8 10 -6 -9
right_child=1 2 3 4 9 6 7 8 -10 -11 -12
leaf_value=-0.00022371668549233051 -0.00046071113017104976 0.0023023670354472823 0.0039512883388084395 -0.00049592145209512628 0.001113644970963699 -0.00049193354980620128 0.0022894682411924868 -0.00013018990211791846 -0.00018315966364493494 0.0029026684032697229 0.0011480018528646065
leaf_weight=96 58 68 52 53 52 67 71 54 61 67 2230
leaf_count=96 58 68 52 53 52 67 71 54 61 67 2230
internal_value=0 0.00114114 0.00117464 0.00192689 0.00131456 0.00110856 0.00107585 0.00111935 0.0010839 0.00212135 0.00111776
internal_weight=0 2833 2775 224 172 2551 2483 2416 2345 119 2284
internal_count=2929 2833 2775 224 172 2551 2483 2416 2345 119 2284
is_linear=0
shrinkage=0.0048599


Tree=965
num_leaves=18
num_cat=0
split_feature=3 15 3 447 49 43 15 15 3 3 15 3 160 4 4 4 49
split_gain=7.93693 6.94886 4.30823 5.53244 3.45934 6.56269 3.48622 3.93337 7.04877 13.0105 6.15387 5.69506 3.57235 3.03391 2.89838 2.86446 0.0823019
threshold=0.11878500000000002 -0.018024999999999996 0.10514500000000002 0.088810000000000014 0.10449500000000002 -0.0088649999999999996 -0.41956999999999994 -0.14051999999999998 -0.0024599999999999995 0.084670000000000009 -0.094389999999999988 -0.088084999999999983 -0.06146999999999999 0.40052000000000004 0.0011850000000000003 -0.008454999999999999 0.12314000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 3 4 6 15 12 11 10 -10 -9 -8 -1 -2 -13 -6 -17
right_child=1 -3 -4 -5 5 -7 7 8 9 -11 -12 14 -14 -15 -16 16 -18
leaf_value=0.0014623138841985536 0.0018188569139906826 -0.0018653601239789134 0.0032323820812495321 -0.00073979015614975994 0.0010610505816221899 0.0024322662415501035 0.0044133943485143955 -4.6446238360276011e-05 0.0051800579197751034 0.0012756087105489429 0.0014484284701611174 0.0028791898353916329 -0.00090847901930996141 -1.557017165648141e-05 0.00069866798548946687 -0.00099963561552619731 -0.00061093316271033319
leaf_weight=62 75 62 58 57 60 65 52 137 65 101 1826 52 56 94 62 52 52
leaf_count=62 75 62 58 57 60 65 52 137 65 101 1826 52 56 94 62 52 52
internal_value=0 8.29136e-05 0.00139642 0.00135694 0.00140221 0.00060235 0.00147808 0.00153675 0.001458 0.0028049 0.00134406 0.00254625 0.000336576 0.000798095 0.00169393 -0.000122479 -0.000805983
internal_weight=0 231 2757 2699 2642 229 2413 2295 2129 166 1963 166 118 169 114 164 104
internal_count=2988 231 2757 2699 2642 229 2413 2295 2129 166 1963 166 118 169 114 164 104
is_linear=0
shrinkage=0.00680503


Tree=966
num_leaves=29
num_cat=0
split_feature=45 1 2 2 47 31 2 15 42 1456 52 16 43 2 43 129 16 43 16 52 474 2 2 52 15 403 43 43
split_gain=5.07689 5.88495 6.07905 9.06346 6.84166 5.3629 10.6438 12.4089 5.0918 4.93611 5.68724 4.09967 4.04714 8.21222 7.24036 3.56169 2.59116 2.06361 2.66378 1.99046 1.66745 1.90971 2.1195 1.6365 0.966151 1.69644 0.488 0.368108
threshold=0.08179500000000002 0.087545000000000026 1.0000000180025095e-35 0.097845000000000015 0.082465000000000024 -0.080489999999999992 -0.0098549999999999974 -0.18498499999999998 0.088125000000000023 -0.0022699999999999994 0.11873500000000001 0.0044600000000000013 -1.0000000180025095e-35 0.14290000000000003 -0.080454999999999985 0.087825000000000014 -0.073554999999999995 -0.12788999999999998 0.0071000000000000013 -1.0000000180025095e-35 0.088710000000000011 0.11934000000000002 0.084095000000000017 0.053330000000000009 -0.068309999999999996 -1.0000000180025095e-35 -0.26788499999999998 -0.040339999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 5 -4 12 -3 7 -7 19 10 11 -1 14 16 -5 17 -14 18 26 -8 21 22 -19 -17 -10 -26 -11 -21
right_child=-2 2 3 4 -6 6 8 -9 24 15 -12 -13 13 -15 -16 23 -18 20 -20 27 -22 -23 -24 -25 25 -27 -28 -29
leaf_value=0.0017161913161597964 0.0027592122734741318 0.002715863589035898 -0.0019719587454510644 0.00093150532654136828 -0.0014595432418285201 0.0011397771505193821 0.0029705908098286186 -0.0028297760426296498 0.001322308828352387 0.0010189927541186955 -0.0014521845571305303 -0.00039374923494553974 0.00082609874589049633 -0.00088934064303933984 -0.0018035378339596305 -0.00013928491945833045 0.0021933781935819028 0.0018078392844761383 0.0030530086228693063 0.0012404701364449016 0.0021738553558448242 0.002307824152264049 0.0010523338448655858 0.0010466468634156062 0.0013450937821116091 0.00014335951878236355 0.0018394164341619056 0.0018933538690443751
leaf_weight=84 56 60 66 93 62 58 55 57 70 53 53 56 82 58 57 88 133 159 57 59 71 56 933 82 61 145 54 70
leaf_count=84 56 60 66 93 62 58 55 57 70 53 53 56 82 58 57 88 133 159 57 59 71 56 933 82 61 145 54 70
internal_value=0 0.000921885 0.0005933 0.00012874 0.000414742 0.000996304 0.00081676 -0.00082718 0.00122788 0.00114504 0.00023324 0.000871754 0.000689612 0.00112776 -0.000107381 0.00125832 0.0016722 0.0013598 0.00199686 0.00200671 0.00127404 0.00121833 0.0011624 0.000432373 0.000708437 0.000499526 0.00143364 0.00159525
internal_weight=0 2932 1186 551 485 635 575 115 460 1746 193 140 423 273 150 1553 215 1383 164 184 1219 1148 1092 170 276 206 107 129
internal_count=2988 2932 1186 551 485 635 575 115 460 1746 193 140 423 273 150 1553 215 1383 164 184 1219 1148 1092 170 276 206 107 129
is_linear=0
shrinkage=0.00604267


Tree=967
num_leaves=16
num_cat=0
split_feature=3 3 3 1 14 11 10 1 49 41 49 12 51 160 1
split_gain=4.83199 5.41627 7.13511 4.58738 4.41563 5.01407 3.4981 4.94755 5.69529 5.66485 6.32699 9.51872 3.35242 2.68016 2.00019
threshold=0.11878500000000002 0.41720500000000005 0.31351000000000001 0.11477000000000001 -1.0000000180025095e-35 0.089795000000000014 -0.07564499999999999 0.10910500000000002 -0.015164999999999998 0.081500000000000017 -0.085999999999999979 0.084565000000000015 -0.41601499999999997 -0.017574999999999997 0.12895500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 -6 9 -9 10 11 -8 -12 -10 -15
right_child=1 -3 -4 -5 5 -7 7 8 13 -11 12 -13 -14 14 -16
leaf_value=0.0022117370375262491 -0.00094748658824131058 0.0016558971521774728 -0.0024169975328381527 0.0015313830910814808 0.0023643253491132878 -0.00069716289257474673 0.0040942513821764694 -0.0017060659558635911 -0.00066305317178915943 -0.00081784089799364571 -0.00061414143120361374 0.00049565875628252625 0.00097223008479534504 0.0016219061142474889 4.8050231188282855e-05
leaf_weight=98 59 56 57 59 63 80 63 58 52 69 54 54 2031 83 52
leaf_count=98 59 56 57 59 63 80 63 58 52 69 54 54 2031 83 52
internal_value=0 -4.55481e-05 -0.000590394 0.000291379 0.000900758 0.000852416 0.000900509 0.000863829 1.47719e-05 0.000955398 0.00101099 0.00243394 0.000931112 0.000548867 0.00101618
internal_weight=0 231 175 118 2757 2659 2579 2516 245 2271 2202 117 2085 187 135
internal_count=2988 231 175 118 2757 2659 2579 2516 245 2271 2202 117 2085 187 135
is_linear=0
shrinkage=0.00628679


Tree=968
num_leaves=29
num_cat=0
split_feature=4 3 150 43 3 52 49 4 3 49 52 3 160 16 3 16 16 3 481 4 3 43 16 43 133 4 52 403
split_gain=495.447 144.9 78.8716 43.2931 40.3213 25.0181 20.3411 16.2035 15.3661 12.3066 11.8611 10.1201 9.58478 13.0611 9.21703 8.10532 6.94402 11.2905 9.36448 9.00589 6.10377 5.95971 5.36085 4.63341 7.66299 4.57528 1.73221 1.5594
threshold=0.31392000000000003 -0.066229999999999997 0.086765000000000023 -0.043814999999999993 0.17351000000000003 -0.036309999999999988 -0.07278999999999998 0.053330000000000009 -0.082634999999999986 -0.062709999999999974 -0.088174999999999989 -0.0037099999999999998 -1.0000000180025095e-35 -0.47730499999999992 0.10021000000000001 -0.10750499999999999 -0.072904999999999984 -0.11749 -0.0087899999999999975 -0.16236499999999995 -0.044539999999999989 -0.15158499999999997 -0.018754999999999997 0.057215000000000009 -0.43510999999999994 0.24099500000000004 0.08869500000000001 -0.055314999999999996
decision_type=2 2 2 2 2 2 2 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 10 -4 9 -2 -1 -3 20 -10 -14 22 25 17 -11 27 -20 -5 -21 -13 26 -25 -9 -19 -18
right_child=8 2 6 4 -6 -7 -8 15 12 16 -12 14 13 -15 -16 -17 18 23 19 21 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=0.0049452102978144088 0.0032464588515484791 0.0039967890246236258 0.003778743533620853 0.0054171000677580208 0.0034632642307113057 0.0048404240274254866 0.0020196924475695838 0.0057706390984046266 0.0028394901949084072 0.0067667139253806512 0.0025798913787036079 0.0056325498185610893 0.0024496417099640466 0.0012092903743041222 0.0051716834753197383 0.0045826623254823923 0.005788736321885468 0.0059423212923541873 0.0048275325464510839 0.0062611190364157097 0.0044278037877849771 0.005504045362021941 0.0064794871212371253 0.005931787845826663 0.0048579993823598113 0.0049688944124994762 0.0056781311886856421 0.0062363493746684295
leaf_weight=103 92 53 59 61 53 82 61 71 76 58 55 66 90 68 83 96 61 401 86 52 54 594 72 62 60 61 165 93
leaf_count=103 92 53 59 61 53 82 61 71 76 58 55 66 90 68 83 96 61 401 86 52 54 594 72 62 60 61 165 93
internal_value=0 0.00529481 0.00446013 0.0047866 0.00519469 0.00395097 0.00288475 0.00559202 0.00250688 0.00566243 0.00327543 0.00546773 0.00221601 0.00191596 0.0057356 0.00505614 0.00570768 0.00586002 0.00557938 0.00547841 0.00495276 0.00556502 0.0060746 0.00578355 0.00540388 0.00540031 0.00586535 0.0060592
internal_weight=0 2662 699 579 389 190 120 1963 326 1735 108 336 234 158 221 228 1632 746 886 732 115 646 138 688 122 132 566 154
internal_count=2988 2662 699 579 389 190 120 1963 326 1735 108 336 234 158 221 228 1632 746 886 732 115 646 138 688 122 132 566 154
is_linear=0
shrinkage=0.00213444


Tree=969
num_leaves=19
num_cat=0
split_feature=4 3 123 12 4 3 3 0 12 16 4 13 3 133 0 42 133 4
split_gain=413.255 144.81 91.0445 27.8591 24.735 43.5247 20.7805 18.6994 15.0304 11.9627 15.5754 11.7291 17.245 8.65082 6.80344 5.63083 4.42872 3.95111
threshold=0.31392000000000003 0.28833000000000003 1.0000000180025095e-35 0.13332500000000003 -0.033649999999999992 0.088880000000000015 -0.082634999999999986 -0.14164999999999997 0.095815000000000011 -0.074029999999999999 -0.49269499999999994 -0.10939499999999998 0.095880000000000007 -0.0036349999999999998 -0.06563999999999999 0.095670000000000019 0.085980000000000015 -0.082199999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 8 -2 -1 13 17 -11 -8 16 -6 -4 -10 -13 -9
right_child=6 -3 14 -5 5 -7 11 9 15 10 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=0.0066113000489676291 0.0034868770733680085 0.0020217207886862581 0.0040386734933866653 0.0038558171681744875 0.0049717328411699162 0.0037237708777652276 0.0014863372021526363 0.0059597824008216747 0.0050754042274445202 0.0060360337049302952 0.0051746750728334416 0.001572314674473067 0.0034602235807485475 0.0055721512504795746 0.0030990279536587482 0.0043694165735197943 0.0024728631357307613 0.0055989911737447965
leaf_weight=86 92 66 88 55 140 89 66 298 162 125 496 52 64 627 63 81 52 286
leaf_count=86 92 66 88 55 140 89 66 298 162 125 496 52 64 627 63 81 52 286
internal_value=0 0.00520692 0.00528789 0.00538923 0.00542451 0.00518419 0.00260978 0.00562907 0.00531286 0.00555895 0.00534809 0.00226484 0.00257054 0.00546259 0.00364679 0.00484017 0.00202281 0.00578313
internal_weight=0 2662 2596 2445 2390 1099 326 1291 1010 1205 621 234 168 767 151 243 104 584
internal_count=2988 2662 2596 2445 2390 1099 326 1291 1010 1205 621 234 168 767 151 243 104 584
is_linear=0
shrinkage=0.00217713


Tree=970
num_leaves=22
num_cat=0
split_feature=4 2 12 14 0 0 2 2 2 4 0 34 2 15 0 4 15 0 484 4 12
split_gain=687.925 289.647 124.272 79.9192 62.7603 54.538 48.8655 44.2958 60.9379 34.2033 31.1109 22.5727 25.5149 21.5717 20.657 16.7448 12.2211 11.0662 4.95975 4.05487 3.87202
threshold=0.31392000000000003 0.14132000000000003 -0.010419999999999997 0.064610000000000015 -0.12851999999999997 -0.14534499999999997 0.14938500000000002 -0.007134999999999999 0.093765000000000015 0.0049450000000000006 -0.12851999999999997 -0.023104999999999997 0.11504500000000002 -0.41956999999999994 -0.079249999999999987 0.0029800000000000004 0.039965000000000007 -0.08237499999999999 0.091085000000000013 0.060575000000000011 0.095815000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 15 11 -1 -9 14 -10 -2 -13 -14 18 -4 -16 20 -6 -19 -11
right_child=6 -3 3 -5 9 -7 -8 8 10 17 -12 12 13 -15 16 -17 -18 19 -20 -21 -22
leaf_value=0.0016378936239489243 0.00054588774688468951 0.0010881568811959004 0.0036836942906516507 0.0068653484200785894 0.0053694535340493349 0.0019052830207001287 -0.00034080988750100766 0.0057737584601439693 0.0018032241829334622 0.0049174531657925312 0.0040076571595950806 0.0030508901535460436 0.0023390338448204579 0.00053094913255231132 0.0045562282402388772 0.0053008790509193344 0.0051319539647335525 0.0042342584198325197 0.0048325043671003072 0.0034876632343625951 0.004251977391247299
leaf_weight=53 52 96 58 101 1004 54 60 53 53 144 65 81 65 56 329 59 346 88 86 54 56
leaf_count=53 52 96 58 101 1004 54 60 53 53 144 65 81 65 56 329 59 346 88 86 54 56
internal_value=0 0.00472944 0.00486372 0.00500685 0.00492444 0.00368033 0.00139132 0.00334355 0.00387207 0.0050254 0.00301772 0.00180058 0.00212346 0.00150242 0.00514518 0.00449939 0.00485137 0.00440714 0.00532711 0.0039505 0.00473123
internal_weight=0 2699 2603 2379 2278 171 314 224 171 2107 118 254 202 121 1765 117 675 342 1090 142 200
internal_count=3013 2699 2603 2379 2278 171 314 224 171 2107 118 254 202 121 1765 117 675 342 1090 142 200
is_linear=0
shrinkage=0.00213444


Tree=971
num_leaves=13
num_cat=0
split_feature=14 10 10 45 0 52 150 49 148 49 42 2
split_gain=11.5707 10.8048 6.16666 5.63252 7.69134 9.37353 5.80905 4.62749 4.30455 3.96251 6.14282 3.27256
threshold=0.020750000000000005 -0.089679999999999982 0.057650000000000007 0.08179500000000002 -0.12368999999999998 0.0049050000000000005 0.10325000000000002 -0.0019649999999999997 -0.077864999999999976 0.12518000000000004 0.128055 0.087605000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -6 10 -10 -2
right_child=11 2 -4 -5 8 -7 -8 -9 9 -11 -12 -13
leaf_value=-0.0010236822040357472 0.0023771502098345297 -0.00072045069163594988 -0.00062968531972500423 0.0034743815833790915 0.0029015988169957354 -0.0017729870265826828 0.002759540435245979 0.001312166378244701 0.0014099625327263507 3.7845773512979377e-05 0.0035079910022740861 0.004511012525669357
leaf_weight=82 69 82 64 52 83 65 57 105 2160 83 59 52
leaf_count=82 69 82 64 52 83 65 57 105 2160 83 59 52
internal_value=0 0.00127032 0.00133729 0.00138316 0.00134277 0.000390556 0.00096719 0.000420492 0.00146611 0.00141432 0.00146578 0.00329475
internal_weight=0 2892 2810 2746 2694 309 244 187 2385 2302 2219 121
internal_count=3013 2892 2810 2746 2694 309 244 187 2385 2302 2219 121
is_linear=0
shrinkage=0.00641253


Tree=972
num_leaves=17
num_cat=0
split_feature=14 34 123 52 48 16 157 4 11 2 4 1454 4 13 48 133
split_gain=8.00414 7.38559 6.85574 5.14715 5.64356 7.91724 6.57517 11.8491 7.57745 6.04436 4.54234 3.62299 3.3688 2.66183 2.3784 1.70304
threshold=0.020750000000000005 -0.066379999999999981 0.084000000000000005 -0.56096499999999982 0.093225000000000016 0.16703000000000004 -0.080514999999999989 -0.018964999999999999 0.087505000000000013 0.11203000000000002 -0.47860499999999995 0.091445000000000012 0.028075000000000006 -1.0000000180025095e-35 0.10656000000000002 0.085895000000000013
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 9 7 -5 10 14 -8 -12 -11 -2 -6 -9
right_child=13 3 -4 4 5 -7 8 15 -10 12 11 -13 -14 -15 -16 -17
leaf_value=-0.0022625960071577271 0.0018001697065985821 0.0029395332403667216 0.0010993243666501053 -0.0023178084487437221 0.0010517069090332537 -0.0019913436461604728 0.0031303212101820247 0.00054290216636840663 -0.00094051712147271522 0.00079207906289620821 0.0013964682166623986 -0.0003862002623345258 -0.0013981795216844823 0.0037859371019782406 0.0028573115454309647 0.002005517844044364
leaf_weight=55 57 71 53 63 87 56 66 87 63 63 2002 52 62 64 52 60
leaf_count=55 57 71 53 63 87 56 66 87 63 63 2002 52 62 64 52 60
internal_value=0 0.00109923 -0.000612105 0.00116565 0.0011192 0.000286804 0.00123048 0.000102579 0.00133895 0.000770317 0.00140672 0.0013513 -0.000293719 0.00285108 0.0017277 0.00114037
internal_weight=0 2892 108 2784 2713 320 2393 210 2183 264 2120 2054 125 121 139 147
internal_count=3013 2892 108 2784 2713 320 2393 210 2183 264 2120 2054 125 121 139 147
is_linear=0
shrinkage=0.0066716


Tree=973
num_leaves=12
num_cat=0
split_feature=16 16 12 13 12 39 1375 1429 474 157 13
split_gain=5.11211 5.76801 4.6606 6.03546 5.97328 4.33045 4.15533 3.31453 9.72525 3.8287 1.60375
threshold=0.63563000000000014 0.52477000000000007 -0.22686499999999998 -0.15325499999999995 0.081685000000000021 0.096775000000000014 -0.14057999999999995 0.084710000000000021 0.087115000000000012 0.10606 -0.006154999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -5 9 -9 -8 -7
right_child=-2 -3 3 5 -6 10 7 8 -10 -11 -12
leaf_value=0.0029316674595418046 -0.0010235009824130276 0.0031923195739538882 0.00082902780981533608 -0.00071369954467523648 -0.0017107900264421686 0.00052467671834237426 0.0012224155810119399 -0.0015882974291008621 0.0016253432475207765 -0.00028017617409095702 -0.0010715719426402867
leaf_weight=53 56 53 93 57 74 56 2267 75 95 78 56
leaf_count=53 56 53 93 57 74 56 2267 75 95 78 56
internal_value=0 0.00101062 0.000970781 0.000934304 -0.000295974 0.00101088 0.00106681 0.00110719 0.000207142 0.00117241 -0.000272812
internal_weight=0 2957 2904 2851 167 2684 2572 2515 170 2345 112
internal_count=3013 2957 2904 2851 167 2684 2572 2515 170 2345 112
is_linear=0
shrinkage=0.0066716


Tree=974
num_leaves=21
num_cat=0
split_feature=4 2 123 3 2 2 0 457 3 34 43 4 13 2 15 4 4 155 4 158
split_gain=682.829 222.765 85.7582 64.872 37.1596 26.5909 20.3829 19.4822 19.0268 17.3763 15.86 13.7788 11.4629 10.5579 10.7967 10.0118 9.33636 8.91646 7.10069 5.07466
threshold=0.31392000000000003 0.14132000000000003 1.0000000180025095e-35 0.10402500000000002 0.14938500000000002 0.089795000000000014 -0.077364999999999975 0.082335000000000005 -0.12077499999999998 -0.010739999999999998 -0.079714999999999994 -0.014099999999999998 -0.0094049999999999984 0.11504500000000002 -0.41956999999999994 0.043640000000000005 -0.080414999999999986 1.0000000180025095e-35 -0.085594999999999991 0.019155000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 9 6 8 15 -1 -2 -8 -5 -4 -11 -15 17 -12 -7 -10 -17
right_child=4 -3 12 11 -6 7 10 -9 18 13 16 -13 -14 14 -16 19 -18 -19 -20 -21
leaf_value=0.01708419917311443 0.01117308165994434 0.012047133463169921 0.014319357934556529 0.014710926785421326 0.010335665115739882 0.01546649180677849 0.014398245484297773 0.014035737252075946 0.016288807691223119 0.013228647381107272 0.016404693120130369 0.013131401239285159 0.013019538545293335 0.012793741020859816 0.011456169217597461 0.014781610330628471 0.015318385438803487 0.016197542554594557 0.015821261843657775 0.015557450171236175
leaf_weight=72 55 96 88 55 60 512 72 52 198 78 55 55 55 65 56 143 142 100 943 61
leaf_count=72 55 96 88 55 60 512 72 52 198 78 55 55 55 65 56 143 142 100 943 61
internal_value=0 0.0153703 0.0154929 0.0155901 0.01191 0.0156682 0.0158495 0.0153587 0.0159726 0.0122817 0.0152944 0.0139214 0.0138196 0.012588 0.0121749 0.0154429 0.0156218 0.015586 0.0159024 0.0150137
internal_weight=0 2699 2603 2460 314 2350 1482 868 1213 254 269 110 143 199 121 816 197 612 1141 204
internal_count=3013 2699 2603 2460 314 2350 1482 868 1213 254 269 110 143 199 121 816 197 612 1141 204
is_linear=0
shrinkage=0.00222067


Tree=975
num_leaves=15
num_cat=0
split_feature=15 15 159 14 10 0 4 51 51 133 160 448 52 12
split_gain=12.9638 13.9346 5.15613 4.23497 4.53396 2.87085 4.91215 3.37888 6.12782 5.82206 5.81599 5.53292 4.08518 3.62387
threshold=-0.2987999999999999 -0.43091499999999999 0.10610000000000001 -0.073149999999999979 -0.089679999999999982 -0.21196999999999996 0.032770000000000001 -0.17370999999999998 -0.09193999999999998 0.087015000000000023 -0.059339999999999997 -0.069474999999999995 -0.23682999999999996 0.09253500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 6 -6 9 10 12 -9 -10 -7 -13
right_child=3 -3 -4 4 5 7 -8 8 11 -11 -12 13 -14 -15
leaf_value=0.0018777281043703992 0.0032019979960840462 -0.0028929506989115858 -0.00042104324932042445 -0.00020492750880647356 -0.00057554859568499628 0.0040453345581293963 0.0019569505037070885 -0.0011981270293795975 0.0033400336725823532 0.00092661593818843156 0.0013033129372889457 0.0016568726793140206 0.0018063693019461763 0.0011041065780274413
leaf_weight=80 53 52 69 62 66 73 52 62 63 75 82 1455 54 654
leaf_count=80 53 52 69 62 66 73 52 62 63 75 82 1455 54 654
internal_value=0 -0.000145608 0.000812755 0.00147557 0.00144163 0.00148039 0.00053991 0.00152443 0.00145768 0.00228951 0.000225847 0.00153931 0.00309385 0.00148549
internal_weight=0 201 149 2751 2698 2636 118 2518 2316 202 144 2172 127 2109
internal_count=2952 201 149 2751 2698 2636 118 2518 2316 202 144 2172 127 2109
is_linear=0
shrinkage=0.00616352


Tree=976
num_leaves=17
num_cat=0
split_feature=3 15 123 148 15 15 3 15 130 157 14 3 15 49 150 159
split_gain=315.477 193.085 62.5918 38.2234 23.1773 18.1389 39.9512 21.8547 22.6984 16.9778 13.2077 10.7983 13.2762 7.40277 7.36995 1.91365
threshold=0.28833000000000003 -0.26361999999999991 1.0000000180025095e-35 -0.064274999999999985 -0.010069999999999997 0.0047550000000000005 -0.14326499999999995 -0.14151499999999997 -0.008624999999999999 -0.077294999999999989 -0.10523499999999998 0.0066850000000000008 0.13248000000000001 0.093290000000000012 0.085425000000000015 0.086140000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 -3 7 -7 13 -9 -10 -1 12 -8 -5 -4 -2
right_child=15 2 14 5 -6 6 11 8 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0031092781108067523 0.00068537694659840179 0.004667387024916334 0.0038696889914689239 0.0061775627183354217 0.0025870443680537738 0.0070869177321811611 0.0052299645694027074 0.00331997977200776 0.0054205371916669562 0.0047228550067795316 0.0017646264729183592 0.0062301090103140631 0.0040259110885986918 0.0050722881670692589 0.0027772215127062293 0.0012779028074460872
leaf_weight=71 68 68 102 94 53 68 930 54 254 825 95 56 54 53 52 55
leaf_count=71 68 68 102 94 53 68 930 54 254 825 95 56 54 53 52 55
internal_value=0 0.00480608 0.0049598 0.00504934 0.00375637 0.00511484 0.00533586 0.0049235 0.00481245 0.00488711 0.0023399 0.00522135 0.00516391 0.00577923 0.00350097 0.000950532
internal_weight=0 2829 2663 2509 121 2388 1108 1280 1133 1079 166 1040 984 147 154 123
internal_count=2952 2829 2663 2509 121 2388 1108 1280 1133 1079 166 1040 984 147 154 123
is_linear=0
shrinkage=0.00235659


Tree=977
num_leaves=15
num_cat=0
split_feature=3 4 16 49 49 42 132 11 43 401 402 1427 16 43
split_gain=13.9838 5.7963 6.59665 4.85046 4.431 4.90499 3.09847 3.95869 3.44658 3.2037 3.64273 3.10276 3.32424 0.345371
threshold=0.35004500000000011 0.27258000000000004 -0.42170999999999997 -0.23591499999999996 -0.032374999999999994 0.088025000000000006 0.089275000000000007 0.091445000000000012 -0.080324999999999994 0.083100000000000021 0.094750000000000015 0.081395000000000009 -0.20132999999999998 -0.015924999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 -6 7 9 -8 11 -11 12 -5 -12
right_child=-2 2 -4 6 5 -7 8 -9 -10 10 13 -13 -14 -15
leaf_value=0.0035382070714149705 -0.0012966788083381294 -0.00020127657698865384 -0.00082274058560903292 0.0024465421612458018 0.0033696663831701331 0.00070323376766117274 -0.00018384212172279426 0.0033233043446680966 0.001685801359004251 0.0033719020150349416 0.0020184836786770154 0.002950975454814543 0.0013730943493540074 0.0013074081117808725
leaf_weight=56 82 57 97 138 62 61 93 59 83 90 54 63 1885 72
leaf_count=56 82 57 97 138 62 61 93 59 83 90 54 63 1885 72
internal_value=0 0.00149704 0.000579302 0.00159505 0.00133524 0.00204787 0.00155213 0.00161581 0.00069746 0.00157201 0.00234604 0.00149183 0.00144636 0.00161272
internal_weight=0 2870 277 2593 180 123 2537 2361 176 2302 216 2086 2023 126
internal_count=2952 2870 277 2593 180 123 2537 2361 176 2302 216 2086 2023 126
is_linear=0
shrinkage=0.0066716


Tree=978
num_leaves=18
num_cat=0
split_feature=3 4 49 133 49 11 3 51 50 51 130 133 133 49 4 4 4
split_gain=9.67406 4.23911 5.53808 11.0014 6.47367 4.55187 3.84595 3.16103 4.41233 4.81381 2.48621 2.44553 2.09706 3.31899 1.82356 1.11257 1.20057
threshold=0.35004500000000011 0.24099500000000004 -0.071579999999999991 0.085895000000000013 -0.020454999999999997 0.091445000000000012 -0.016294999999999994 0.078960000000000016 0.078915000000000013 0.11696500000000001 -0.08075499999999998 0.11667000000000001 -0.051434999999999988 -0.014989999999999998 -0.080689999999999984 0.50779500000000011 0.40441500000000002
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 7 -1 10 14 -10 -6 -12 -3 -14 -9 16 -15
right_child=-2 12 4 -5 5 -7 -8 8 9 -11 11 -13 13 15 -16 -17 -18
leaf_value=0.0017467003271714925 -0.00086736633509064051 -0.00052533733219749257 -0.00055580996944010717 -5.4202589361145621e-05 0.00017792902381342314 0.0025860817026510828 0.0032843631659503943 -0.00096096810448520714 0.0020812329946820539 0.00031050218588766463 0.0012181621841227479 0.00065286019447247925 -0.00028387001763905236 0.00072025801435239274 0.00036149902245972477 0.00051137717008002139 0.0017799892992915508
leaf_weight=97 82 54 75 66 82 54 91 60 74 110 1494 259 83 56 60 86 69
leaf_count=97 82 54 75 66 82 54 91 60 74 110 1494 259 83 56 60 86 69
internal_value=0 0.00100141 0.00107803 0.00182964 0.00099383 0.00104685 0.0024913 0.00100797 0.000500841 0.00102296 0.00109195 0.00113467 0.000445985 0.000624586 -0.000299257 0.000982212 0.00130569
internal_weight=0 2870 2522 254 2268 2193 188 2139 304 184 1835 1753 348 294 120 211 125
internal_count=2952 2870 2522 254 2268 2193 188 2139 304 184 1835 1753 348 294 120 211 125
is_linear=0
shrinkage=0.00536572


Tree=979
num_leaves=12
num_cat=0
split_feature=1 34 448 12 13 12 12 12 13 1429 0
split_gain=9.31909 4.95209 3.21147 3.21042 3.01743 6.87505 4.27833 4.91249 4.4792 2.98872 2.24239
threshold=0.14228000000000005 -0.082914999999999989 -0.076874999999999985 -0.032329999999999991 -0.15325499999999995 0.080635000000000012 -0.084509999999999988 -0.063029999999999989 -0.013819999999999997 -0.092119999999999994 -0.062714999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 -4 8 -8 -6 -9 -11
right_child=3 2 4 -5 6 -7 7 9 -10 10 -12
leaf_value=0.0029421219452251493 0.00014912609812317302 0.0025496835712855099 0.0013551484829189961 -0.0022441321941563297 0.00095377394180942124 -0.0017452461529779376 0.0031989231861819845 0.0027753551343767057 -0.0015484456322819992 0.0011675296797161129 0.00054915725190972701
leaf_weight=73 61 72 85 52 87 62 58 53 61 1941 347
leaf_count=73 61 72 85 52 87 62 58 53 61 1941 347
internal_value=0 0.00112138 0.0010733 -0.000951527 0.00103381 4.69849e-05 0.00109074 0.00116281 -7.70356e-05 0.00111234 0.00107378
internal_weight=0 2839 2766 113 2694 147 2547 2399 148 2341 2288
internal_count=2952 2839 2766 113 2694 147 2547 2399 148 2341 2288
is_linear=0
shrinkage=0.00707995


Tree=980
num_leaves=30
num_cat=0
split_feature=1 3 1 14 150 160 39 15 1 52 3 3 3 15 4 4 1 43 160 52 15 15 52 3 43 13 52 1213 1212
split_gain=324.478 89.5827 38.4372 37.8467 31.4444 34.9299 23.2536 18.0372 19.9969 18.6724 17.7158 17.911 16.4336 15.836 15.4183 12.1179 8.85515 7.92827 6.64872 5.23546 4.56379 4.45639 5.05414 3.687 2.96016 4.31537 1.92293 1.46382 0.790771
threshold=0.10398500000000001 -0.055389999999999988 0.15028500000000003 0.064610000000000015 0.089810000000000015 -1.0000000180025095e-35 0.089155000000000012 0.033605000000000003 0.092845000000000025 -0.092084999999999986 0.30863500000000005 1.0000000180025095e-35 -0.11151499999999999 0.087670000000000012 0.41377500000000006 0.40052000000000004 0.12829500000000002 -0.081189999999999984 0.061085000000000007 -0.016329999999999997 0.13592500000000005 -0.070009999999999975 -0.069499999999999992 -0.095259999999999997 0.041625000000000002 -0.085604999999999987 0.057445000000000003 0.052605000000000006 0.085385000000000016
decision_type=2 2 2 2 2 2 2 2 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 6 4 7 -6 10 8 12 -10 11 -3 -1 23 21 -13 -8 18 -14 -19 24 -2 -23 -9 25 -15 -25 -28 -26
right_child=1 2 -4 -5 5 -7 16 13 9 -11 -12 15 17 20 -16 -17 -18 19 -20 -21 -22 22 -24 26 28 -27 27 -29 -30
leaf_value=0.0030149220542245521 0.0041046188970129327 0.0019149143686307041 0.00046144377815287392 0.005175797052891595 0.0038476538394343431 0.0019441010269205857 0.0020281748630770493 0.0049237937066147095 0.0040365602096953902 0.002615900051755909 0.0016148563371720195 0.003877154662878776 0.0040006818290602066 0.0045500484165223488 0.00243480544385946 0.0026334398814508143 0.0010112632045718572 0.0035560407755951717 0.0046088782687561626 0.0039575795472028942 0.0034012742660282764 0.0038321691017064331 0.0030515664715207776 0.0046725820375482655 0.0036518615255338727 0.0039903001590055765 0.0041846774677110595 0.004527146204038086 0.003951518030679166
leaf_weight=78 53 60 62 86 81 65 56 53 53 100 68 55 229 61 52 63 75 208 96 297 55 61 64 62 100 353 165 68 53
leaf_count=78 53 60 62 86 81 65 56 53 53 100 68 55 229 61 52 63 75 208 96 297 55 61 64 62 100 353 165 68 53
internal_value=0 0.00238462 0.00187246 0.00391722 0.00386749 0.00300032 0.00210446 0.00392982 0.0037554 0.00310816 0.00245495 0.00277577 0.00386444 0.00412058 0.00336208 0.00321331 0.00144613 0.00394425 0.0041804 0.00379223 0.00393553 0.00363286 0.00343267 0.00445127 0.00398731 0.00407283 0.0043663 0.00428471 0.0037558
internal_weight=0 669 439 2263 2177 146 377 2031 1061 153 246 178 908 970 230 118 131 830 325 505 622 178 125 348 567 414 295 233 153
internal_count=2932 669 439 2263 2177 146 377 2031 1061 153 246 178 908 970 230 118 131 830 325 505 622 178 125 348 567 414 295 233 153
is_linear=0
shrinkage=0.00193323


Tree=981
num_leaves=14
num_cat=0
split_feature=4 16 0 0 157 2 12 2 16 0 156 49 13
split_gain=6.54368 15.0715 6.65039 3.87564 7.74875 9.48107 6.27195 4.39833 3.62615 3.64744 4.42345 3.14472 3.12802
threshold=0.51395000000000002 -0.49057499999999993 -0.22480499999999998 -0.0033699999999999993 -0.071544999999999984 0.087210000000000024 -0.14392999999999997 -0.012574999999999998 -0.52541999999999989 -0.14920999999999998 0.091075000000000017 -0.038669999999999989 0.060680000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 6 -5 -6 -4 -8 -9 -10 -11 -1 -7
right_child=1 -3 3 4 5 12 7 8 9 10 -12 -13 -14
leaf_value=0.00059285395178603633 0.0018089088662525251 -0.0033775124655648931 0.0034642941267799595 0.0025564262501527588 -0.0023706740814780354 0.0015313805862362643 0.0027032557098039941 -0.00068696781861188208 0.0024779697772029426 0.0011272729832728211 -0.00014449783581118439 -0.0016198772538178589 -0.00044882049731285182
leaf_weight=59 55 53 56 59 71 90 81 56 89 1990 141 65 67
leaf_count=59 55 53 56 59 71 90 81 56 89 1990 141 65 67
internal_value=0 -0.000735593 0.00100494 0.00107714 0.000314253 -0.000265634 0.00116784 0.00111325 0.00105663 0.00110065 0.00104309 -0.000566448 0.000685855
internal_weight=0 108 2824 2700 287 228 2413 2357 2276 2220 2131 124 157
internal_count=2932 108 2824 2700 287 228 2413 2357 2276 2220 2131 124 157
is_linear=0
shrinkage=0.00694113


Tree=982
num_leaves=13
num_cat=0
split_feature=40 1374 150 150 13 0 11 157 1 16 10 13
split_gain=5.37298 5.60677 5.14149 6.27687 7.34143 4.84769 9.21451 7.80761 5.67059 5.03092 4.51096 3.23195
threshold=0.053385000000000009 -0.033639999999999996 0.12167500000000002 0.089810000000000015 -0.085684999999999997 1.0000000180025095e-35 0.087830000000000005 -0.07056999999999998 0.11392000000000001 -0.52819999999999989 -0.084119999999999986 0.049070000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 9 -7 11 -3 -11 -9
right_child=-2 2 -4 4 -6 7 -8 8 -10 10 -12 -13
leaf_value=-0.0011619266944487155 -0.001068423873278548 -0.0010795234549548414 0.0029796655444154817 -0.0025666443738044283 0.00056040172707821554 0.0022267995980150296 0.0038319431849973477 -0.0007169638241732091 -0.002524309707220266 0.0029664497327953816 0.00093744971141147522 0.0012625250258758401
leaf_weight=65 72 56 52 53 101 59 52 97 52 52 2158 63
leaf_count=65 72 56 52 53 101 59 52 97 52 52 2158 63
internal_value=0 0.000813374 0.000859337 0.000819115 -0.000515318 0.000898518 0.000999203 3.70406e-05 -0.000572031 0.000934165 0.000985224 6.20059e-05
internal_weight=0 2860 2795 2743 154 2589 2318 271 212 2266 2210 160
internal_count=2932 2860 2795 2743 154 2589 2318 271 212 2266 2210 160
is_linear=0
shrinkage=0.00680503


Tree=983
num_leaves=21
num_cat=0
split_feature=2 9 2 2 2 150 13 47 133 15 14 13 42 51 42 42 13 1446 2 133
split_gain=339.897 243.618 97.4667 51.0815 49.6755 38.1354 22.4137 18.8971 18.6163 14.9798 11.6434 10.9239 8.33476 6.33002 11.4029 10.3995 7.09473 6.17762 6.09996 6.0628
threshold=0.11366500000000002 -1.0000000180025095e-35 -0.10238999999999998 0.14253500000000002 0.095850000000000005 0.082085000000000019 -0.14545999999999995 0.11224000000000002 0.0029250000000000005 -0.092609999999999984 0.064610000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.092389999999999986 0.078120000000000009 0.091465000000000005 0.001665 0.037915000000000011 0.16730000000000003 0.024055000000000003
decision_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 7 13 -2 10 18 -8 11 17 -13 -6 16 -16 -15 -4 -5 -11
right_child=3 2 4 8 5 -7 9 -9 -10 19 -12 12 -14 14 15 -17 -18 -19 -20 -21
leaf_value=0.00059750011966277442 0.0013157715100260315 0.0018996763619939605 0.0043732019538059684 0.00098312693335530837 0.0042886108231075934 0.0020609182277532322 0.0020928947018076802 0.0033614517103248412 0.0020462169976601797 0.0028537866022719724 0.0052508683824741016 0.004294354498295387 0.0036194554041719261 0.0030654282620904984 0.0048723217252890439 0.0036815374426374925 0.0038386666949263601 0.0048103236284430112 -5.2986094509450073e-06 0.003750115956990898
leaf_weight=96 61 91 1079 60 95 66 93 88 53 93 67 193 148 137 55 86 90 172 54 55
leaf_count=96 61 91 1079 60 95 66 93 88 53 93 67 193 148 137 55 86 90 172 54 55
internal_value=0 0.00393105 0.00406624 0.00194841 0.00415285 0.00357956 0.00247228 0.00432643 0.0010009 0.00276491 0.00437761 0.00434084 0.0040015 0.00379599 0.00366876 0.00414619 0.0033721 0.00443332 0.000514726 0.00318704
internal_weight=0 2463 2367 469 2276 529 302 1747 167 241 1659 1592 341 463 368 141 227 1251 114 148
internal_count=2932 2463 2367 469 2276 529 302 1747 167 241 1659 1592 341 463 368 141 227 1251 114 148
is_linear=0
shrinkage=0.00213444


Tree=984
num_leaves=34
num_cat=0
split_feature=15 3 133 15 41 52 2 3 52 3 3 0 133 15 1213 52 52 52 3 2 15 131 15 133 40 133 133 157 1213 15 15 15 3
split_gain=5.12598 6.35449 5.5396 9.00906 8.59942 6.26804 5.65514 4.9636 4.0391 5.37217 3.75295 3.69127 4.31389 3.63677 3.33308 3.37676 4.44435 2.66988 2.6393 2.45288 4.61005 2.32414 2.29481 2.52407 2.1406 1.89877 2.29238 2.41409 1.69061 1.46927 2.69829 0.658042 0.221607
threshold=0.062230000000000008 -0.011259999999999997 0.031880000000000012 -0.043134999999999993 1.0000000180025095e-35 0.01787 0.083725000000000008 0.3148450000000001 -0.55026999999999993 -0.087864999999999985 -0.11266 -0.050704999999999993 0.118995 0.13954000000000003 0.067305000000000018 -0.072144999999999987 0.0035300000000000006 -0.074359999999999996 -0.0037099999999999998 0.089125000000000024 0.092495000000000008 0.087205000000000019 0.087670000000000012 -1.0000000180025095e-35 -0.080664999999999987 0.093570000000000014 0.090255000000000016 -0.086579999999999976 -0.0016399999999999997 0.089125000000000024 0.094570000000000015 0.10356000000000001 -0.072649999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 7 8 24 14 -5 -10 -2 12 25 19 15 21 -17 -11 -19 22 -21 -1 23 28 -4 26 27 -8 -12 -24 -31 -22 -33
right_child=1 -3 6 5 -6 -7 11 -9 9 17 13 -13 -14 -15 -16 16 -18 18 -20 20 31 -23 29 -25 -26 -27 -28 -29 -30 30 -32 32 -34
leaf_value=0.002450207550721584 0.0028902547550753439 0.0039660346092816679 0.00080213915473996563 0.001676760092559539 0.003803627809257091 -0.0031116496798517762 0.00016915862528419222 -0.0013714808885607627 -0.0023734214029027937 -0.0011720531261422333 0.00098636147557470228 0.0036668121024594279 -0.00059792534274274978 -0.000953945080300776 -0.0011263466234223861 -0.00021214428012935344 0.0014737740319516997 -0.0002278528755612441 0.0022377539045012038 -0.0015353794748029829 0.00056707008918299836 0.00046393302062532039 0.00015334846251214204 0.003288714288217089 -0.0014172763234024199 0.0027144386314402577 4.8067326444651766e-05 0.0021177370495866765 0.0023792461789481465 0.0021738996661546687 0.00047848219352250056 0.0011891857524982405 0.0019433768369874777
leaf_weight=141 86 61 56 61 61 58 52 74 82 66 135 54 61 53 52 214 200 64 52 55 74 54 92 76 59 97 65 222 101 129 120 52 53
leaf_count=141 86 61 56 61 61 58 52 74 82 66 135 54 61 53 52 214 200 64 52 55 74 54 92 76 59 97 65 222 101 129 120 52 53
internal_value=0 0.00141522 0.000711018 0.000375985 0.000869157 -0.000648761 0.00130399 0.000625498 -0.000208963 -0.000645009 0.00126348 0.00164638 0.00142668 0.00111455 0.000849195 0.00101802 0.000602099 0.00013325 0.000876671 0.00123825 0.000523251 0.00190061 0.00149433 0.00199865 -0.000335763 0.00171014 0.00142251 0.00174825 0.00158284 0.00103265 0.00135718 0.00115628 0.0015707
internal_weight=0 1087 1845 1179 796 383 666 735 325 264 1026 551 497 940 661 609 414 182 116 887 234 195 653 312 115 436 339 274 236 341 249 179 105
internal_count=2932 1087 1845 1179 796 383 666 735 325 264 1026 551 497 940 661 609 414 182 116 887 234 195 653 312 115 436 339 274 236 341 249 179 105
is_linear=0
shrinkage=0.00813264


Tree=985
num_leaves=16
num_cat=0
split_feature=9 16 34 124 39 132 1 1 52 52 52 16 0 376 0
split_gain=4.79155 6.18237 5.59707 5.32886 5.34529 4.74728 6.42128 6.03591 6.34597 6.3952 3.51903 5.10772 2.48758 2.13191 0.868389
threshold=1.0000000180025095e-35 -0.034884999999999992 -0.028269999999999997 -0.0066649999999999991 0.10189000000000001 0.098870000000000027 0.07665000000000001 0.095435000000000006 -0.40011499999999994 0.087275000000000005 -0.54340999999999984 0.25032500000000008 -0.076734999999999984 0.048695000000000009 0.055865000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 12 5 7 -7 10 14 -10 -5 -12 13 -4 -9
right_child=1 -3 3 4 -6 6 -8 8 9 -11 11 -13 -14 -15 -16
leaf_value=-0.00098476333617832697 0.00042457075492326733 0.0036052498860186491 0.0003123487048858211 0.0023433255572504193 -0.0010941746151516419 0.00052654037709830433 0.0035358721968476161 0.0020582733834411293 -0.00091832323121722199 0.00086270699021886662 0.00082792446612533945 -0.00051179859131187386 0.0030139570368754756 0.0021891546865975007 0.0008415416722043445
leaf_weight=92 53 56 53 62 79 68 59 52 300 128 1669 137 55 55 53
leaf_count=92 53 56 53 62 79 68 59 52 300 128 1669 137 55 55 53
internal_value=0 0.00205933 0.000633823 0.000687607 0.000614397 0.000667818 0.00192514 0.000601283 -2.48121e-05 -0.000385512 0.000779966 0.000726256 0.00185809 0.00126879 0.00144479
internal_weight=0 109 2862 2770 2607 2528 127 2401 533 428 1868 1806 163 108 105
internal_count=2971 109 2862 2770 2607 2528 127 2401 533 428 1868 1806 163 108 105
is_linear=0
shrinkage=0.0066716


Tree=986
num_leaves=28
num_cat=0
split_feature=1 3 1 150 0 4 4 3 3 47 0 3 3 13 4 52 3 3 133 157 0 4 52 403 52 1 42
split_gain=480.831 100.411 39.4292 50.1304 25.4037 23.4121 17.3666 15.8592 14.6905 18.5212 13.7709 13.6287 12.8334 16.6777 11.9059 11.5818 12.933 9.93985 8.19218 6.66084 4.00417 8.24903 3.56124 2.9073 1.55966 1.19147 0.570474
threshold=0.10442000000000001 -0.049204999999999992 0.092845000000000025 1.0000000180025095e-35 -0.076914999999999997 0.41377500000000006 -0.085594999999999991 0.086845000000000019 0.3148450000000001 0.09023500000000001 -0.086274999999999977 -0.115685 0.076825000000000018 -0.011514999999999999 0.0051950000000000008 -0.16207999999999997 -0.083414999999999975 -0.046079999999999989 0.118995 -0.0041249999999999993 -0.14534499999999997 0.015030000000000002 0.10400000000000002 -1.0000000180025095e-35 -0.068039999999999975 0.096035000000000023 -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=2 5 4 17 6 15 10 18 9 12 -1 -6 13 -3 19 -2 -17 24 20 -13 -8 -22 23 -21 -4 -26 -12
right_child=1 8 3 -5 11 -7 7 -9 -10 -11 26 14 -14 -15 -16 16 -18 -19 -20 22 21 -23 -24 -25 25 -27 -28
leaf_value=0.0059768169722019789 0.0047907702037651642 0.0020880652607040435 0.0048729278482446872 0.0022422935395374874 0.0033883125199433207 0.0024990273229770453 0.0053568765015115007 0.0036375233314904047 0.0012216549898577075 0.0030869811812167043 0.0051012489323509699 0.0052994492677149651 0.0025210650931153681 0.00072094923999261055 0.0037746951988854157 0.0028854700227499467 0.0043189502475221913 0.0036333277099066079 0.0042011236932352784 0.0049709666826609194 0.0048711076407363324 0.0043427798594273589 0.0041199589906599013 0.0044076260195702148 0.0046526636480766995 0.0042501779108410406 0.0048075655720740519
leaf_weight=93 60 96 53 64 67 57 60 56 97 72 52 52 89 66 98 52 59 69 100 72 944 151 84 94 64 70 80
leaf_count=93 60 96 53 64 67 57 60 56 97 72 52 52 89 66 98 52 59 69 100 72 944 151 84 94 64 70 80
internal_value=0 0.00254338 0.004582 0.00389951 0.00469103 0.00366149 0.00482108 0.00472876 0.00193634 0.0021509 0.00535893 0.00426322 0.0018823 0.00153123 0.00440971 0.00404885 0.00364761 0.00431373 0.00477743 0.0046157 0.00482731 0.00479827 0.00447339 0.0046521 0.00456467 0.00444258 0.00492343
internal_weight=0 648 2323 320 2003 228 1536 1311 420 323 225 467 251 162 400 171 111 256 1255 302 1155 1095 250 166 187 134 132
internal_count=2971 648 2323 320 2003 228 1536 1311 420 323 225 467 251 162 400 171 111 256 1255 302 1155 1095 250 166 187 134 132
is_linear=0
shrinkage=0.00209259


Tree=987
num_leaves=15
num_cat=0
split_feature=33 10 10 3 15 2 124 1 11 52 160 0 3 2
split_gain=6.82142 5.23098 11.0399 6.0806 8.91375 6.12937 4.4996 4.02125 6.96885 5.04206 3.63334 3.58524 2.63839 1.84624
threshold=0.084300000000000014 -1.0000000180025095e-35 -0.23313499999999995 0.11269500000000002 -1.0000000180025095e-35 -0.084369999999999987 -0.082254999999999981 0.095435000000000006 0.078340000000000007 -0.23047999999999999 -0.14487999999999998 -0.097774999999999987 0.31351000000000001 0.10573500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 12 -3 -7 8 11 13 -11 -8 -5 -9
right_child=-2 3 -4 4 -6 6 7 9 -10 10 -12 -13 -14 -15
leaf_value=0.0014482966606161427 0.0027558299404300758 0.0029050391988542277 -0.0022593186272625038 0.0012172237329660912 -0.002220444096622835 0.0020759070190496868 0.0015575015670303059 0.00058597052560967569 -0.0012875286339233698 0.0013056545904033506 -0.00046581351842827371 0.00079085276693026656 -0.00047162766030975595 0.0021245341945823055
leaf_weight=56 61 52 67 89 63 96 270 66 57 52 285 1645 58 54
leaf_count=56 61 52 67 89 63 96 270 66 57 52 285 1645 58 54
internal_value=0 0.00067285 -0.000570764 0.000727758 -0.000280521 0.000809949 0.000766776 0.000715009 0.000835745 0.000193877 -0.000192276 0.000898979 0.000550427 0.00127887
internal_weight=0 2910 123 2787 210 2577 2525 2429 1972 457 337 1915 147 120
internal_count=2971 2910 123 2787 210 2577 2525 2429 1972 457 337 1915 147 120
is_linear=0
shrinkage=0.00616352


Tree=988
num_leaves=11
num_cat=0
split_feature=48 158 2 4 14 151 4 11 16 4
split_gain=4.65092 4.11052 3.36694 3.03462 5.37676 4.17853 8.45322 3.48926 8.12955 3.96644
threshold=0.14177500000000004 -0.22218999999999997 -0.13746499999999998 0.51367000000000018 -0.24168999999999999 0.053170000000000002 -0.0065849999999999997 0.078340000000000007 0.3935300000000001 -0.46195999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 7 -7 9 -9 -6
right_child=-2 2 3 -5 5 6 -8 8 -10 -11
leaf_value=-0.00064306722552421572 -0.0012881262130175176 0.0020619274491666261 0.0024429602112043761 -0.00046117201203079014 0.0020641294400531307 0.0010719094060260028 -0.0024722696808084361 -0.0017346346883973893 0.0014953270854716895 0.00072560510442471436
leaf_weight=99 53 77 75 97 99 63 53 75 60 2220
leaf_count=99 53 77 75 97 99 63 53 75 60 2220
internal_value=0 0.000666545 0.000712561 0.000674643 0.000716324 0.000665908 -0.000546812 0.000723262 -0.000298579 0.000782778
internal_weight=0 2918 2819 2742 2645 2570 116 2454 135 2319
internal_count=2971 2918 2819 2742 2645 2570 116 2454 135 2319
is_linear=0
shrinkage=0.00654078


Tree=989
num_leaves=13
num_cat=0
split_feature=41 47 13 3 13 447 376 12 48 13 133 43
split_gain=3.38915 3.74958 6.78497 10.9561 8.61991 5.69156 4.0724 4.84999 3.91404 3.73886 3.37943 1.04565
threshold=0.082560000000000008 0.11069000000000002 -0.48634999999999995 0.11391500000000002 -0.11210999999999999 0.089095000000000021 0.084435000000000024 -0.083979999999999985 0.10656000000000002 -0.014939999999999998 -0.0063799999999999994 -0.070914999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 9 -9 -4 -2 -3
right_child=10 11 3 4 -6 -7 -8 8 -10 -11 -12 -13
leaf_value=0.0026581377787559968 0.00033886014379229694 7.6058601359216841e-05 0.00039272286841129022 0.00020785536235128009 -0.0030051172113853965 -0.0015248266316276158 0.0019734975970112241 0.00058346862119075982 0.002093385445016136 -0.0019725198615369692 0.0025121684163249176 -0.00099561743773400992
leaf_weight=60 52 68 57 74 64 52 88 2179 73 53 68 83
leaf_count=60 52 68 57 74 64 52 88 2179 73 53 68 83
internal_value=0 0.000470582 0.00052559 0.000477097 -0.00128172 0.000574134 0.000618711 0.000568207 0.000632444 -0.000746272 0.00157097 -0.000512555
internal_weight=0 2851 2700 2640 138 2502 2450 2362 2252 110 120 151
internal_count=2971 2851 2700 2640 138 2502 2450 2362 2252 110 120 151
is_linear=0
shrinkage=0.00641253


Tree=990
num_leaves=24
num_cat=0
split_feature=1 52 1 123 2 2 14 2 2 34 13 2 1 3 52 3 15 1 2 13 15 2 13
split_gain=905.833 153.212 104.268 49.9231 38.7982 51.2103 36.8284 30.0799 25.9386 26.3561 30.0434 18.9107 21.5283 17.3139 12.0373 11.1446 10.4477 16.2096 9.31612 7.69473 7.39334 5.45003 0.981816
threshold=0.10404000000000001 -0.41694999999999993 0.12500000000000003 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.064610000000000015 0.13154000000000002 0.16730000000000003 -0.023104999999999997 -1.0000000180025095e-35 0.091290000000000024 0.080320000000000016 -0.094334999999999988 0.12802500000000003 0.088880000000000015 -0.040769999999999994 1.0000000180025095e-35 0.08598500000000002 -0.0015099999999999998 -0.10763999999999999 0.084275000000000003 -0.10142999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 -3 7 11 9 -4 -11 12 14 -14 21 16 20 -18 -15 22 -13 -1 -6
right_child=1 2 8 -5 19 -7 -8 -9 -10 10 -12 15 13 18 -16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.0056860932741228127 0.0048822419891820564 0.001807506711680896 -0.0002834186042948968 0.0032248928051399578 0.0017194235191098487 0.0045963831507055382 0.0062560948264803263 0.0032569628325440554 -0.00056059163687706111 0.00070983442215768967 0.0026243866360208283 0.005106460543786287 0.003563032890458145 0.0049361763264356368 0.0042428770934988735 0.003768471846628282 0.0047392194351400067 0.0059831987857689693 0.0039724770877474121 0.0023421228379116054 0.0042617488620781095 0.0052231495071998193 0.0013130156481312284
leaf_weight=142 76 52 52 84 55 71 88 53 60 94 62 58 56 394 52 66 274 58 52 97 262 664 55
leaf_count=142 76 52 52 84 55 71 88 53 60 94 62 58 56 394 52 66 274 58 52 97 262 664 55
internal_value=0 0.00202749 0.00166465 0.00484089 0.00246786 0.00341753 0.00490205 0.00484612 0.000675524 0.00103221 0.00147089 0.00488665 0.00503477 0.00468326 0.00524041 0.00460604 0.00469079 0.00495661 0.00482387 0.00190346 0.00441492 0.00530474 0.00151643
internal_weight=0 674 598 2303 330 123 2219 2131 268 208 156 2078 1360 502 858 718 652 332 446 207 320 806 110
internal_count=2977 674 598 2303 330 123 2219 2131 268 208 156 2078 1360 502 858 718 652 332 446 207 320 806 110
is_linear=0
shrinkage=0.00213444


Tree=991
num_leaves=29
num_cat=0
split_feature=1 1 16 123 1 13 0 0 123 0 16 133 0 0 0 157 0 16 16 13 16 0 0 51 13 133 1446 16
split_gain=816.653 132.636 68.2995 52.7291 40.0277 30.9668 30.866 26.4997 25.0957 21.1914 15.8698 14.899 13.8047 13.2438 15.7787 13.2291 8.52142 8.39514 13.16 6.68245 7.38425 5.92636 5.79878 4.67848 3.81897 4.62596 3.70579 2.68975
threshold=0.10404000000000001 0.13074500000000003 0.12992000000000004 0.080635000000000012 0.14860500000000001 -1.0000000180025095e-35 -0.076589999999999978 -0.12851999999999997 0.081180000000000016 -0.23028499999999999 -0.28430999999999995 -0.0065299999999999993 -0.070499999999999993 -0.14259999999999998 -0.10462499999999998 -0.0042999999999999991 -0.032274999999999991 -0.034884999999999992 0.30714500000000006 -0.083274999999999988 0.064455000000000012 -0.067434999999999981 -0.049474999999999998 -0.11101499999999999 -0.066869999999999999 0.40304500000000004 0.083705000000000016 -0.093484999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 6 5 21 9 10 12 -1 -2 -8 -9 27 -15 16 -13 24 22 26 -21 -3 -19 -4 -17 -26 -16 -11
right_child=1 4 23 -5 -6 -7 11 8 -10 13 -12 15 -14 14 19 17 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 -29
leaf_value=0.0028455478215809998 0.0013910237230119263 -0.00050961511141689691 0.0028532836072045491 0.0021387951457728063 -0.0013318794510695192 0.0018209651478823734 0.0026607243873273977 0.003194545385010958 0.00089171501428241928 0.0043844115816567865 3.1685370206712514e-05 0.0035869908050365413 0.001795289658475381 0.0031745502415498257 0.0041170294477295612 0.0041714463720968686 0.0047326806674107364 0.0030524828212743207 0.0036463761044029405 0.003952255591515753 0.0032137625162878829 0.00042120583377631569 0.0021067990836360277 0.0037186025613598428 0.0030749578784858302 0.0038759606579471073 0.0045854822120783133 0.0050032099717060323
leaf_weight=69 76 63 52 82 71 52 94 58 65 68 69 53 61 102 439 52 57 58 96 756 62 53 52 54 57 66 86 54
leaf_count=69 76 63 52 82 71 52 94 58 65 68 69 53 61 102 439 52 57 58 96 756 62 53 52 54 57 66 86 54
internal_value=0 0.00118741 0.001862 0.00375499 -4.03062e-05 0.000505407 0.00381465 0.00140045 0.0019174 0.00395935 0.000744317 0.00340993 0.00247746 0.00400838 0.00395348 0.00355331 0.00418087 0.00337207 0.00309075 0.00401262 0.00389631 -8.41374e-05 0.00260563 0.00329431 0.00370311 0.00350494 0.00419381 0.00465849
internal_weight=0 674 435 2303 239 168 2221 329 184 1636 145 585 119 1567 1445 491 110 381 206 1343 818 116 110 106 175 123 525 122
internal_count=2977 674 435 2303 239 168 2221 329 184 1636 145 585 119 1567 1445 491 110 381 206 1343 818 116 110 106 175 123 525 122
is_linear=0
shrinkage=0.00205156


Tree=992
num_leaves=34
num_cat=0
split_feature=1 1 12 4 12 1 12 1 47 4 4 12 40 2 1 52 4 4 2 12 157 51 4 1455 40 4 2 2 4 51 4 1 1429
split_gain=529.602 94.225 59.3388 44.1798 36.3133 26.8414 26.7407 25.0831 21.0281 14.0024 17.3642 12.2714 11.8683 8.51695 7.09635 6.9036 6.76225 5.67687 5.37634 4.94546 4.86062 5.0904 4.41771 3.61211 3.59868 3.55705 2.22429 1.54005 1.41272 3.23996 2.09243 1.10991 0.938702
threshold=0.10398500000000001 0.13654500000000003 -1.0000000180025095e-35 -0.014854999999999998 0.056995000000000011 0.092485000000000026 0.091290000000000024 0.14860500000000001 0.08801500000000001 0.032770000000000001 -0.16236499999999995 -1.0000000180025095e-35 -0.061244999999999994 0.095850000000000005 0.089875000000000024 -0.087329999999999991 -0.09390999999999998 -9.4999999999999992e-05 0.10656 0.098085000000000019 -0.07692499999999998 -0.085564999999999988 -0.080584999999999976 0.080040000000000014 -0.082644999999999982 0.056640000000000003 0.11203000000000002 0.14019000000000004 -0.036839999999999991 0.010750000000000001 -0.057674999999999997 0.074220000000000022 0.084105000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 12 18 5 13 14 27 26 10 -8 -7 24 15 16 -1 -6 -17 -4 -11 21 -18 31 25 -2 -22 -5 -3 30 -30 -24 -12 -23
right_child=1 7 3 8 6 11 9 -9 -10 19 22 -13 -14 -15 -16 17 20 -19 -20 -21 23 32 28 -25 -26 -27 -28 -29 29 -31 -32 -33 -34
leaf_value=0.0056140038964444163 0.0018906421188833906 0.0020074755726853339 0.00528243029642563 0.0028010365809268117 0.005959303323238377 0.0023548491014355206 0.0036440890759094173 -8.0083289053727757e-05 0.0039433465499183343 0.0044193827490772285 0.0051140024415006003 0.0039397985259243783 0.0010290115255209261 0.0040113147519183958 0.0045335342227863654 0.0040223415491683744 0.0061943084295341053 0.005122289862212543 0.0042388879238204552 0.0035396766766933878 0.0052301508111405534 0.0050835192108223742 0.0048364426583983175 0.0045537442813241048 0.0027617737188484872 0.0046865530957344477 0.002189154721540269 0.0014391411643298231 0.0052330029332750836 0.0045500184963602024 0.0043854734090583115 0.0055724241794191691 0.0055305722685681053
leaf_weight=53 52 54 59 54 72 52 66 71 79 71 69 57 61 91 81 53 52 52 52 72 699 58 215 56 54 75 87 53 109 61 80 55 52
leaf_count=53 52 54 59 54 72 52 66 71 79 71 69 57 61 91 81 53 52 52 52 72 699 58 215 56 54 75 87 53 109 61 80 55 52
internal_value=0 0.00247742 0.00300345 0.00358134 0.00485007 0.00415995 0.00497721 0.00100557 0.00296949 0.00464576 0.0047918 0.00318391 0.0018579 0.00458711 0.00520819 0.00491858 0.00525953 0.00456732 0.00479379 0.00397663 0.00520871 0.00558388 0.00492037 0.00513545 0.00233466 0.00517751 0.00242367 0.0017262 0.0048144 0.00498808 0.00471423 0.00531754 0.00529508
internal_weight=0 676 498 331 2301 358 1943 178 220 798 655 109 167 249 1145 158 1064 105 111 143 992 162 589 830 106 774 141 107 465 170 295 124 110
internal_count=2977 676 498 331 2301 358 1943 178 220 798 655 109 167 249 1145 158 1064 105 111 143 992 162 589 830 106 774 141 107 465 170 295 124 110
is_linear=0
shrinkage=0.00235659


Tree=993
num_leaves=20
num_cat=0
split_feature=2 39 1 15 50 52 403 15 159 159 52 1 42 160 160 160 50 1186 159
split_gain=12.049 12.8104 5.30993 6.78929 4.67241 6.29694 5.88553 5.71397 5.60162 4.09407 4.06255 11.3269 6.77586 2.41853 2.39892 2.57587 2.09164 2.05302 1.63329
threshold=0.16730000000000003 0.11550500000000001 0.080320000000000016 0.11934000000000002 0.077920000000000003 -0.015539999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 0.11189500000000001 -0.040794999999999991 0.40342500000000009 1.0000000180025095e-35 0.087405000000000024 -0.076594999999999983 -0.083654999999999993 -0.089599999999999985 0.091130000000000017 0.069705000000000003 0.10862000000000001
decision_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 6 -6 -4 8 -8 -7 11 13 -12 14 15 -1 -11 18 -15
right_child=-2 -3 3 -5 5 9 7 -9 -10 16 12 -13 -14 17 -16 -17 -18 -19 -20
leaf_value=0.0019814899308482248 -0.0017152102978706292 -0.0022207273864409001 -0.0017784558815514486 0.0029414207542063989 -0.00075916131041228697 0.0031355293242772263 0.00054274917100018193 -0.00097418263486130771 0.0024816335263204902 0.0021347560091791074 -0.0015801009811441623 0.004471811027882972 0.0016646735257898049 0.0011825470126784526 0.0031749765149453801 0.00033929929261446699 0.0007912912667676033 0.0024241304482179862 -2.8501412642933979e-05
leaf_weight=178 73 53 52 61 55 68 642 98 74 80 54 53 61 1012 52 56 146 57 52
leaf_count=178 73 53 52 61 55 68 642 98 74 80 54 53 61 1012 52 56 146 57 52
internal_value=0 0.00102876 0.00108919 0.000769182 0.000660065 0.00131187 0.000397304 0.000536383 0.000743236 0.00169955 0.00134841 0.00144351 0.000140421 0.00132939 0.00187744 0.00158879 0.00126717 0.0011895 0.00112329
internal_weight=0 2904 2851 1276 1215 349 866 814 716 294 1575 1460 115 1407 286 234 226 1121 1064
internal_count=2977 2904 2851 1276 1215 349 866 814 716 294 1575 1460 115 1407 286 234 226 1121 1064
is_linear=0
shrinkage=0.0066716


Tree=994
num_leaves=24
num_cat=0
split_feature=4 2 3 150 3 13 52 52 3 13 4 49 52 3 52 48 4 4 4 2 15 13 50
split_gain=363.056 138.867 78.2727 39.1914 36.4082 29.0566 30.2614 18.815 18.2871 15.7311 13.3529 15.7682 12.58 10.4156 10.3362 10.3165 8.5275 8.12916 7.61935 6.65439 3.91024 4.50849 2.11002
threshold=0.31392000000000003 0.13388500000000003 -0.046079999999999989 0.084380000000000024 -0.14884499999999998 -1.0000000180025095e-35 -0.0092149999999999992 -0.085009999999999988 0.31966500000000003 -0.13871999999999998 0.0049450000000000006 -0.078789999999999985 -0.072144999999999987 0.076825000000000018 0.28122000000000008 0.087310000000000013 1.0000000180025095e-35 -0.016029999999999996 -0.050244999999999991 0.12026500000000001 -0.10763999999999999 -0.079199999999999979 -0.23108499999999996
decision_type=2 2 2 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 -2 6 -4 -5 13 -1 11 -11 -7 19 17 -3 -14 -13 -16 -6 -12 -22 -23
right_child=4 15 3 7 8 12 -8 -9 -10 10 20 14 16 -15 18 -17 -18 -19 -20 -21 21 22 -24
leaf_value=0.005933806822572542 0.0038468134301857821 0.0030355773642140914 0.0026733500911001844 0.0038866884374453427 0.0023673230132709158 0.0054275855412509047 0.0044917556322570497 0.0022286196086308114 0.00088053367585095275 0.0039319911823955979 0.0049881448733992851 0.004947163987032455 0.0038424922764935736 0.0029468134946655394 0.003981054640195299 0.0017950334102831429 0.0049886461912591138 0.0053333807366277358 0.004852109226559694 0.0014844480324572235 0.0047640548616320914 0.0045341593804081679 0.0040314830440997236
leaf_weight=61 52 56 76 52 74 87 85 71 57 67 52 1116 62 61 74 62 53 306 110 76 83 52 132
leaf_count=61 52 56 76 52 74 87 85 71 57 67 52 1116 62 61 74 62 53 306 110 76 83 52 132
internal_value=0 0.00460344 0.00470659 0.00395119 0.00224397 0.00429723 0.00363352 0.00292977 0.00193288 0.0048854 0.00485328 0.00492822 0.00482613 0.00221706 0.00496977 0.00238396 0.00437091 0.00503029 0.00450192 0.00192015 0.00446019 0.00435728 0.00417367
internal_weight=0 2657 2539 486 320 363 161 123 268 2053 1992 1673 202 211 1606 118 115 1422 184 150 319 267 184
internal_count=2977 2657 2539 486 320 363 161 123 268 2053 1992 1673 202 211 1606 118 115 1422 184 150 319 267 184
is_linear=0
shrinkage=0.00209259


Tree=995
num_leaves=17
num_cat=0
split_feature=0 15 48 159 160 150 11 43 9 3 43 52 133 3 160 43
split_gain=8.09895 7.33541 6.69806 6.1038 12.2987 5.83079 5.73397 6.45404 5.43848 8.20045 5.18925 4.59369 3.61693 2.20567 1.07056 1.26366
threshold=0.040570000000000002 -0.029529999999999997 0.14177500000000004 0.08894500000000001 -0.063384999999999983 -0.096549999999999983 0.088315000000000018 0.31405000000000005 0.083710000000000021 0.10514500000000002 -0.033049999999999989 -0.036309999999999988 -0.44221499999999997 -0.24149499999999999 0.065425000000000025 -0.077449999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 11 -1 7 8 9 -7 -3 -5 -9 -12 -6 -16
right_child=1 10 -4 4 14 6 -8 12 -10 -11 13 -13 -14 -15 15 -17
leaf_value=-0.00063955654988386761 -0.001945975130535033 -0.00098120561158335554 -0.00096538304371724044 -0.0018844859338714355 0.00082960236554072164 0.0012691338384065406 0.0031614648921853379 0.00091539909020714808 -0.00034917136963762358 0.002731468235744227 0.00026111474677660421 0.00025463897288447644 -0.0012005470549827436 0.0017774577081663655 0.0010560891006103545 0.0022778989466202856
leaf_weight=54 52 55 52 76 84 1882 54 55 64 139 56 61 54 77 55 60
leaf_count=54 52 55 52 76 84 1882 54 55 64 139 56 61 54 77 55 60
internal_value=0 -1.50348e-05 0.00109822 0.00113892 0.000407385 0.00124567 0.00129099 0.00124492 0.00131695 0.00136974 0.000518725 -0.000931576 -0.000132299 0.00113946 0.00132949 0.00169409
internal_weight=0 240 2690 2638 336 2302 2248 2194 2085 2021 188 137 109 133 199 115
internal_count=2930 240 2690 2638 336 2302 2248 2194 2085 2021 188 137 109 133 199 115
is_linear=0
shrinkage=0.00580803


Tree=996
num_leaves=27
num_cat=0
split_feature=4 3 3 43 3 10 14 3 43 48 3 3 3 4 43 160 4 13 16 15 159 481 160 13 15 15
split_gain=348.511 141.751 72.9005 85.9064 39.5213 28.4637 15.2405 21.3334 25.356 14.1848 14.1473 13.1679 15.4613 9.43845 8.40455 8.89939 8.24124 7.60455 5.18643 4.35811 3.6542 4.92213 4.6126 1.96253 1.72543 1.27724
threshold=0.31392000000000003 -0.06656999999999999 0.28833000000000003 -0.035884999999999993 -0.010434999999999998 -1.0000000180025095e-35 0.077140000000000014 -0.12711499999999995 -1.0000000180025095e-35 0.086665000000000006 0.11391500000000002 0.35004500000000011 0.076825000000000018 0.053330000000000009 0.0046950000000000004 -0.010599999999999998 -0.036839999999999991 0.015030000000000002 -0.43708999999999992 -0.035654999999999992 0.11320500000000001 -0.048929999999999994 -0.095804999999999987 -0.083914999999999976 -0.065419999999999992 -0.090104999999999977
decision_type=2 2 2 2 2 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 17 -3 7 8 -1 19 14 12 -6 20 15 -5 -17 -2 -15 -7 21 23 -23 -9 25 -20
right_child=4 2 -4 10 11 9 -8 13 -10 -11 -12 -13 -14 18 -16 16 -18 -19 24 -21 -22 22 -24 -25 -26 -27
leaf_value=0.0028407762010477147 0.0032379410207366496 0.0014754149961035939 0.0014117261435550724 0.0052270203540972808 0.00098905573891425636 0.0039300256005275896 0.0054645144342517606 0.0051925654581963191 0.0044794557060391597 0.0023141566231676858 0.0033686536323574165 0.00052954145954877438 0.0024629166208151266 0.0047273179816344525 0.0039279636001899451 0.0037231998956419763 0.0047078347642294429 0.0022207734666135921 0.0039070600075573319 0.0031238920023516918 0.0040971808227025161 0.0042610261110306736 0.0046555972344179148 0.0047288351433625976 0.0036826852171448978 0.0043588205968777428
leaf_weight=68 75 60 66 75 61 59 73 92 96 61 63 59 59 54 99 55 104 53 53 55 52 142 1118 69 53 56
leaf_count=68 75 60 66 75 61 59 73 92 96 61 63 59 59 54 99 55 104 53 53 55 52 142 1118 69 53 56
internal_value=0 0.00425671 0.00346378 0.00367838 0.00194632 0.00269549 0.00454364 0.00450735 0.00380014 0.00311367 0.00426161 0.00132364 0.00171389 0.00457601 0.00443049 0.004643 0.00436738 0.00281694 0.0041745 0.00354129 0.00463487 0.00465454 0.00461115 0.00499396 0.00399009 0.00413936
internal_weight=0 2623 697 631 307 235 1926 1853 164 175 396 179 120 1689 333 234 159 128 216 114 1473 1421 1260 161 162 109
internal_count=2930 2623 697 631 307 235 1926 1853 164 175 396 179 120 1689 333 234 159 128 216 114 1473 1421 1260 161 162 109
is_linear=0
shrinkage=0.00205156


Tree=997
num_leaves=32
num_cat=0
split_feature=1 52 2 2 15 124 0 15 1 0 2 4 52 0 0 4 0 0 48 15 4 1 0 0 52 16 2 16 16 40 42
split_gain=842.987 153.304 78.6299 70.9333 41.0779 37.2302 33.8668 23.0894 21.4796 17.9249 17.5094 17.3984 14.3169 31.6265 12.9999 15.0993 12.5978 12.0704 6.67751 6.53619 9.05844 5.86418 5.28527 4.61984 4.34671 4.64006 3.3139 3.3018 3.2868 2.62652 1.69431
threshold=0.10557500000000002 -0.40891499999999997 0.10060500000000001 0.14744000000000002 -0.077474999999999988 -0.080429999999999988 -0.13165999999999997 -0.048464999999999994 0.12040000000000002 -0.13955999999999996 0.10656 0.046185000000000004 -0.49865999999999994 -0.028049999999999995 -0.079249999999999987 -0.085594999999999991 -0.11167499999999998 -0.096444999999999989 0.014805 0.033605000000000003 -0.17568999999999999 0.08776500000000001 -0.087604999999999975 -0.06984499999999999 0.047800000000000009 0.092980000000000021 0.084855000000000014 -0.10227499999999999 -0.067654999999999979 -1.0000000180025095e-35 0.098705000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 8 -1 -4 -6 9 -3 -9 14 -8 24 15 17 -13 -7 -5 20 -16 27 -23 30 25 -14 -19 -17 -26 -10 -21
right_child=1 3 6 18 7 11 12 10 29 -11 -12 16 13 -15 19 21 -18 26 -20 23 -22 22 -24 -25 28 -27 -28 -29 -30 -31 -32
leaf_value=0.0040734925848584271 0.0061962559342812872 0.0017652773321400097 0.0030033306667355932 -0.00019982953341390116 0.0047299771562825509 0.007759183578013795 0.0059279763106442609 0.0036529584412139486 0.00077881620473480798 0.0034871117006358148 0.0018087814200179078 0.006121148076478412 0.0043061470349607918 0.0031435477234510291 0.0058843909318207262 0.0066112827140916899 0.0046117042094299199 0.0067276016689627799 0.0010002854317170877 0.0058924574752284072 0.0046337980854872255 0.0050941668057496231 0.005958894695746641 0.0065444159158963714 0.0057856150229182368 0.0052998904424138571 0.0060417126625303937 0.0060964224029021723 0.0050359005270423501 0.0014934602596637296 0.0054038513531287939
leaf_weight=63 61 77 56 60 57 55 86 71 52 69 55 53 57 57 69 85 90 103 52 140 71 64 130 55 79 57 74 726 65 77 64
leaf_count=63 61 77 56 60 57 55 86 71 52 69 55 53 57 57 69 85 90 103 52 140 71 64 130 55 79 57 74 726 65 77 64
internal_value=0 0.00250184 0.00570116 0.00210643 0.00253415 0.00592707 0.00479053 0.00343445 0.00193495 0.0025792 0.00284817 0.00599269 0.00504005 0.00479755 0.00606447 0.00618883 0.00517133 0.00675361 0.000357133 0.00567885 0.00525035 0.00605843 0.00567376 0.00591037 0.00516287 0.00480325 0.00644099 0.00615042 0.00544738 0.00120559 0.0057393
internal_weight=0 631 2299 570 458 1842 457 183 275 146 126 1779 401 315 1636 1237 143 232 112 399 140 1005 194 259 258 114 177 811 144 129 204
internal_count=2930 631 2299 570 458 1842 457 183 275 146 126 1779 401 315 1636 1237 143 232 112 399 140 1005 194 259 258 114 177 811 144 129 204
is_linear=0
shrinkage=0.0024518


Tree=998
num_leaves=21
num_cat=0
split_feature=2 0 0 4 106 4 150 52 52 9 133 0 11 4 0 151 4 4 52 4
split_gain=14.2517 8.82005 8.9746 6.13368 6.13056 5.53976 4.6592 10.003 11.3819 7.29959 4.08525 3.54431 2.66068 3.94804 5.43911 2.17833 1.61395 2.70976 1.88697 0.326217
threshold=0.10615500000000001 0.12366000000000001 -0.076914999999999997 0.13995000000000002 0.085275000000000004 0.50541500000000006 0.082590000000000011 -0.085924999999999987 -0.047784999999999987 0.081505000000000008 0.085730000000000015 -0.19166999999999998 0.076235000000000011 -0.17568999999999999 -0.060094999999999989 -0.030624999999999996 -0.010574999999999999 0.074650000000000008 -0.046194999999999993 0.42405000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 16 9 -8 -9 11 -10 -1 13 -13 -15 -5 18 -18 -4 -17
right_child=1 -3 5 15 -6 -7 7 8 10 -11 -12 12 -14 14 -16 19 17 -19 -20 -21
leaf_value=0.0034160156855947738 -0.0015367739490944744 -0.0021814791710488626 0.0015296451232321476 -0.0005407870939613574 -0.00041782162866942242 -0.00055053281081230332 0.0032526000230699817 -0.002578604494887041 0.00016148673314877947 0.0038413251828112293 0.0025672267612714579 0.0031251678729113173 0.00054778566599422121 0.0017458202644230123 -0.00014158477880628012 0.00078446909746934118 0.00051344320591929955 0.0024579257135249472 0.003024842117002872 0.0015211115458788646
leaf_weight=56 100 52 77 53 65 54 60 54 83 79 54 90 92 1555 74 60 84 55 80 53
leaf_count=56 100 52 77 53 65 54 60 54 83 79 54 90 92 1555 74 60 84 55 80 53
internal_value=0 0.000509491 0.000736769 -0.000205186 0.00164093 0.00145286 0.00170187 0.000828756 6.69581e-05 0.00181445 0.00111026 0.00172864 0.00167643 0.00173679 0.00166004 0.000596538 0.00181859 0.00128337 0.00229199 0.00113062
internal_weight=0 668 616 266 2262 350 2197 251 191 1946 137 1867 1811 1719 1629 166 296 139 157 113
internal_count=2930 668 616 266 2262 350 2197 251 191 1946 137 1867 1811 1719 1629 166 296 139 157 113
is_linear=0
shrinkage=0.00680503


Tree=999
num_leaves=30
num_cat=0
split_feature=12 2 2 2 0 2 2 12 15 3 49 0 0 2 3 15 0 15 0 3 2 1213 42 42 15 15 133 133 15
split_gain=408.032 138.759 129.028 152.882 28.2805 26.8516 25.8056 23.111 14.6802 12.4416 15.3679 11.1025 8.91072 11.8717 8.67495 8.48357 8.21158 5.35959 8.81607 5.02399 4.41779 4.39492 3.84996 4.64413 2.98576 2.79859 2.48549 1.23819 1.16994
threshold=0.056995000000000011 0.13447000000000003 0.10859000000000001 -1.0000000180025095e-35 -0.076589999999999978 0.14744000000000002 0.098180000000000003 0.10266500000000002 -0.041569999999999989 -0.081184999999999993 -0.014479999999999998 -0.090164999999999981 -0.085424999999999987 0.082925000000000013 0.088880000000000015 -0.07879499999999999 0.051660000000000005 0.083185000000000023 -0.06612999999999998 -0.096099999999999977 0.088735000000000022 0.0065300000000000002 0.0069650000000000016 0.087405000000000024 -0.43091499999999999 -0.060199999999999997 0.092000000000000012 0.017095000000000003 -0.086319999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 -1 15 14 9 -8 10 11 -2 13 -12 25 24 19 18 28 -14 -15 22 -11 -24 -4 -5 -25 -19 -9
right_child=1 -3 5 6 -6 -7 8 17 -10 21 12 -13 16 20 -16 -17 -18 27 -20 -21 -22 -23 23 26 -26 -27 -28 -29 -30
leaf_value=0.0026111857970619688 0.003112286220184968 0.0014604164011150539 0.0018779518829441331 0.0050116537804267445 0.00081632498572191295 0.00054047955993370179 0.0024480426131003132 0.0041131638975158754 0.0039373317386070779 0.0036372422117883323 0.0055429862683295241 0.004345083273007198 0.0038857423141767183 0.0047733930900648513 0.0038933206311054722 0.0023124848573454842 0.0050949018877364718 0.0038812334327234573 0.0029568954584582884 0.0044225242384304808 0.004220547929879543 0.004609821093231512 0.0046324735064095096 0.0041678045075489107 0.0012537732170319026 0.004373859876407391 0.0038116606564896666 0.0043260527905686786 0.0036824620818022699
leaf_weight=59 54 76 55 68 99 94 59 53 53 77 76 72 88 266 91 95 68 54 70 467 80 71 68 247 79 52 127 55 57
leaf_count=59 54 76 55 68 99 94 59 53 53 77 76 72 88 266 91 95 68 54 70 467 80 71 68 247 79 52 127 55 57
internal_value=0 0.00418295 0.00246711 0.00314064 0.0014867 0.00146406 0.00394962 0.00428387 0.00315299 0.00437219 0.0044948 0.00381692 0.00457652 0.00480729 0.00437237 0.00184308 0.00442016 0.00374563 0.00352736 0.00433745 0.00464563 0.0041288 0.00406295 0.00413706 0.00151013 0.00473546 0.00404693 0.00410588 0.00389018
internal_weight=0 2126 804 481 158 323 323 2050 112 1761 1171 126 1045 422 211 229 623 289 180 555 346 590 519 442 134 120 374 109 110
internal_count=2930 2126 804 481 158 323 323 2050 112 1761 1171 126 1045 422 211 229 623 289 180 555 346 590 519 442 134 120 374 109 110
is_linear=0
shrinkage=0.00205156


Tree=1000
num_leaves=28
num_cat=0
split_feature=1 155 123 47 48 1 12 14 0 1 13 12 12 1 39 133 151 0 43 51 133 13 12 0 43 48 0
split_gain=484.373 74.7606 60.1107 57.9321 38.4959 34.412 21.3762 21.0941 20.9755 23.0742 20.0045 24.6032 11.2061 8.92684 12.8638 7.40214 6.88239 5.47997 4.99023 4.66387 4.3774 4.36562 4.64896 4.02611 3.9115 2.46049 0.25085
threshold=0.10529500000000001 0.084710000000000021 1.0000000180025095e-35 0.078345000000000012 0.08956500000000002 0.13074500000000003 0.088325000000000015 0.064610000000000015 -0.10594499999999998 0.083670000000000008 0.032645000000000007 0.087215000000000015 0.087765000000000024 0.15028500000000003 0.08955500000000001 0.087720000000000006 -0.013299999999999998 -0.064994999999999983 -0.049364999999999992 0.046060000000000011 0.081310000000000007 0.065520000000000009 0.097145000000000023 -0.11991499999999998 -0.080859999999999974 0.095980000000000024 -0.14043999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 5 -5 6 18 8 9 23 12 -12 15 14 -7 19 -11 25 -2 -10 -19 -13 -23 -1 -17 -14 -20
right_child=1 -3 -4 4 -6 13 -8 -9 10 16 11 21 17 -15 -16 24 -18 20 26 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=0.0049211032214725222 0.0015334093460756238 0.0046790248916591306 0.0027991168684100452 0.0042586841103583132 0.0021145690995156802 0.0020107916821059321 0.0033293680672585274 0.0055797374521049589 0.0049016026234350593 0.0026244168616289458 0.0027177644728244243 0.0038066562823270231 0.0046036933979392708 0.00032354355530774665 0.00062728957908965541 0.0046915988381332754 0.0036999789195098103 0.0037125434860324005 0.002329320817620449 0.0055738102051396546 0.004490640749543277 0.0049477354386261215 0.004230548153316571 0.0041112152286081919 0.0039723082302657396 0.004130863279994317 0.0021116081978136735
leaf_weight=62 89 59 94 84 70 65 64 86 552 53 52 53 715 55 58 95 56 67 53 52 66 68 107 52 55 55 52
leaf_count=62 89 59 94 84 70 65 64 86 552 53 52 53 715 55 58 95 56 67 53 52 66 68 107 52 55 55 52
internal_value=0 0.00238784 0.00447197 0.00215868 0.00328423 0.00176107 0.00225922 0.00454197 0.00450064 0.00388006 0.00457207 0.00404378 0.00466133 0.0010389 0.00135859 0.00485381 0.00317721 0.00450059 0.00190607 0.00495951 0.00409884 0.00434611 0.00450936 0.00455188 0.00442801 0.00456995 0.00222172
internal_weight=0 649 2340 590 154 436 258 2246 2160 223 1937 280 1657 178 123 754 109 903 194 604 133 228 175 114 150 770 105
internal_count=2989 649 2340 590 154 436 258 2246 2160 223 1937 280 1657 178 123 754 109 903 194 604 133 228 175 114 150 770 105
is_linear=0
shrinkage=0.00213444


Tree=1001
num_leaves=14
num_cat=0
split_feature=4 14 16 2 4 39 1428 472 1429 13 2 16 0
split_gain=13.0119 6.53267 10.9338 5.44006 4.36825 4.11163 3.55352 4.09758 4.3908 7.33979 4.57266 5.57612 3.59976
threshold=0.27258000000000004 -0.41608999999999996 -0.47730499999999992 0.14870000000000003 0.41823000000000005 0.094095000000000026 0.086350000000000024 -0.079954999999999984 0.084815000000000015 -0.05171499999999999 0.098180000000000003 -0.12653999999999996 -0.14259999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 6 7 -1 10 -10 12 -12 -9
right_child=1 2 -4 -5 -6 -7 -8 8 9 -11 11 -13 -14
leaf_value=0.0034564212100695177 0.002160155096931576 -0.00047623349233136551 -0.0025900805479569288 -0.00049308465454101923 0.0018022373981448801 2.358930347016296e-05 0.0034561218887543686 0.0030767519443191402 0.0019483015971016968 -0.0017191905928133917 0.0028564993443988356 0.00071159982256709553 0.0018518877105736977
leaf_weight=78 73 97 86 62 93 75 72 148 70 55 84 370 1626
leaf_count=78 73 97 86 62 93 75 72 148 70 55 84 370 1626
internal_value=0 0.000161254 -0.00036715 0.00170516 0.000638596 0.00175806 0.00181 0.00176122 0.00170499 0.000333963 0.00178187 0.00110863 0.00195412
internal_weight=0 349 276 2640 190 2578 2503 2431 2353 125 2228 454 1774
internal_count=2989 349 276 2640 190 2578 2503 2431 2353 125 2228 454 1774
is_linear=0
shrinkage=0.0075133


Tree=1002
num_leaves=24
num_cat=0
split_feature=1 12 4 1 12 4 1 1 12 12 151 12 14 1 1 0 12 4 1 1446 51 0 0
split_gain=852.342 100.949 98.7933 60.0616 47.0254 38.5868 37.5986 35.8787 19.9167 18.6058 16.095 11.2295 9.89992 7.41102 7.20101 6.56563 6.98222 5.85539 5.74703 4.37392 3.51358 3.50464 1.59858
threshold=0.10921500000000002 0.056995000000000011 0.27420500000000009 0.092485000000000026 0.088745000000000004 0.053330000000000009 0.13074500000000003 0.12220000000000002 -1.0000000180025095e-35 0.096675000000000025 -0.039414999999999999 0.11755500000000001 0.077140000000000014 1.0000000180025095e-35 0.085410000000000014 -0.098429999999999976 0.087855000000000003 0.50027500000000014 0.14787500000000001 0.08679000000000002 0.11178000000000002 -0.17127999999999996 -0.097424999999999984
decision_type=2 2 2 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 10 11 17 -6 -5 22 -2 12 15 -1 -15 -3 19 -4 -8 -17 -18 -10 -7
right_child=2 5 6 8 7 9 18 -9 21 -11 -12 -13 -14 14 -16 16 20 -19 -20 -21 -22 -23 -24
leaf_value=0.0051763445380864203 0.0020151911482857877 0.0053988697397659236 0.0023062362882083779 0.0033712417783570113 0.0057199085025802362 0.0055083879472370822 0.0015408450222679474 0.003404436197904771 0.0043238628934020255 0.0044416905352379858 0.0034874536036809678 0.0051968089956805422 0.0070487749450081722 0.0065490015479027228 0.0055742980503223436 0.0064039028339908143 0.0060966003534474898 0.0032530575096299395 0.00066096273645619027 0.00575270386267399 0.0056114293650964221 0.0051054181902042087 0.0059732795271773579
leaf_weight=103 53 52 54 98 72 90 94 53 54 87 94 55 58 54 98 573 891 67 53 52 75 52 57
leaf_count=103 53 52 54 98 72 90 94 53 54 87 94 55 58 54 98 573 891 67 53 52 75 52 57
internal_value=0 0.00583191 0.00286929 0.00492932 0.0037756 0.00604008 0.00194937 0.00473833 0.00406567 0.00522523 0.00295679 0.00614865 0.00617942 0.00562014 0.00592072 0.00614871 0.00617321 0.0028307 0.00122376 0.00634976 0.00605896 0.00470748 0.00568881
internal_weight=0 2449 540 459 272 1990 268 125 204 234 147 1756 1701 255 152 1643 1591 121 147 625 966 106 147
internal_count=2989 2449 540 459 272 1990 268 125 204 234 147 1756 1701 255 152 1643 1591 121 147 625 966 106 147
is_linear=0
shrinkage=0.00213444


Tree=1003
num_leaves=16
num_cat=0
split_feature=3 4 150 0 0 4 51 15 43 4 0 0 4 12 15
split_gain=15.5066 6.62139 4.76813 6.87799 9.90121 11.6314 7.41444 5.28955 4.84442 7.65244 4.54239 6.09914 4.07768 3.1349 2.71272
threshold=0.31351000000000001 0.24099500000000004 -0.07009 -0.14920999999999998 -0.10934999999999999 -0.0029949999999999998 0.08290500000000002 0.13954000000000003 -0.48891499999999993 -0.5109999999999999 1.0000000180025095e-35 -0.10934999999999999 0.41464000000000006 -0.064689999999999984 -0.11277999999999998
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 -4 8 -6 -10 11 12 14 -13 -3
right_child=-2 10 3 4 7 -7 -8 -9 9 -11 -12 13 -14 -15 -16
leaf_value=1.1365510609373965e-05 -0.0011924904081474829 -0.00075204922044216742 0.0043741017488624296 -0.0024786517851565592 -0.00021754932359720579 0.0018125381227211722 0.0013603065377594109 -0.00027731410298225317 0.0041879007286783473 0.0017205048554720282 0.0024411185450703234 0.00021142801656689913 0.0025219273997739932 -0.0019347093847390886 0.0013583340999245698
leaf_weight=83 103 54 87 59 57 58 67 62 60 1998 54 64 62 62 59
leaf_count=83 103 54 87 59 57 58 67 62 60 1998 54 64 62 62 59
internal_value=0 0.00149423 0.00161632 0.00167071 0.00157719 -0.000350774 0.00306338 0.00168083 0.00173827 0.00179248 0.000623558 0.000297242 0.00111937 -0.000844031 0.000349189
internal_weight=0 2886 2531 2448 2294 117 154 2177 2115 2058 355 301 175 126 113
internal_count=2989 2886 2531 2448 2294 117 154 2177 2115 2058 355 301 175 126 113
is_linear=0
shrinkage=0.00680503


Tree=1004
num_leaves=16
num_cat=0
split_feature=4 123 3 39 10 1348 3 0 14 0 4 4 15 133 0
split_gain=361.614 77.4832 47.4088 21.7177 18.8295 15.1561 13.2803 9.64788 8.19177 17.1845 46.0532 11.3055 7.5691 7.40754 3.40409
threshold=0.31392000000000003 1.0000000180025095e-35 0.18595000000000003 0.091910000000000006 -1.0000000180025095e-35 0.074310000000000015 -0.010434999999999998 -0.20489499999999997 0.073890000000000011 -0.11073999999999999 -0.0023699999999999997 0.00023500000000000005 -0.46188999999999997 0.087425000000000017 -0.038724999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 8 14 -8 9 10 -1 -11 -9 -3 -6
right_child=4 13 -4 -5 6 -7 7 12 -10 11 -12 -13 -14 -15 -16
leaf_value=0.0017778857405529066 0.00016145735045700421 0.002879698766135599 0.0020536576837660641 0.0029581493723769502 0.0019560772506699211 0.0030639283490077268 0.0021068316513855696 0.0015133061423665531 0.0051438387584053502 0.0045290894362031006 0.0044016022080149743 0.0040541497878050035 0.00020795763770326713 0.0017428452893139931 0.0028376603460320772
leaf_weight=55 57 103 56 67 54 52 55 52 87 1673 150 369 55 52 52
leaf_count=55 57 103 56 67 54 52 55 52 87 1673 150 369 55 52 52
internal_value=0 0.00418119 0.00428513 0.00433606 0.00144162 0.00437474 0.00171379 0.00127196 0.00440394 0.00437528 0.00369781 0.00444328 0.000842577 0.00249847 0.0023888
internal_weight=0 2664 2509 2453 325 2386 268 162 2334 2247 205 2042 107 155 106
internal_count=2989 2664 2509 2453 325 2386 268 162 2334 2247 205 2042 107 155 106
is_linear=0
shrinkage=0.0024518


Tree=1005
num_leaves=24
num_cat=0
split_feature=1 3 3 3 123 1 12 14 12 3 12 39 0 12 42 16 133 0 49 49 3 3 16
split_gain=734.333 165.073 54.8449 51.8874 44.756 41.8292 28.5563 26.3758 26.2259 20.7988 16.3017 15.611 13.1977 15.7944 11.2103 8.4067 5.90968 18.3007 5.02557 4.411 4.25821 3.52301 3.14992
threshold=0.10075500000000003 -0.053364999999999996 0.3148450000000001 0.090170000000000014 1.0000000180025095e-35 0.12448500000000001 0.11878500000000002 0.073890000000000011 0.089855000000000004 0.11745500000000002 0.10331000000000001 0.089030000000000012 -0.22745499999999999 0.09253500000000002 0.09087000000000002 -0.13800499999999996 -0.037434999999999989 -0.080584999999999976 -0.0061499999999999992 0.082820000000000019 -0.022704999999999996 -0.07249499999999999 0.25032500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 11 6 8 7 12 -2 -5 14 -3 -1 16 -10 -13 17 -14 -11 21 -18 -15 -21
right_child=1 2 -4 9 -6 -7 -8 -9 10 18 -12 15 13 19 -16 -17 20 -19 -20 22 -22 -23 -24
leaf_value=0.0054971303688757921 0.0042220554395997461 0.00332483555146633 0.0012198038952797568 0.0055975320063272917 0.0046770531703310006 0.0033208251662499824 0.0050805235167098164 0.0080638775095190195 0.0073071325098946734 0.0043185990446733581 0.0050772350501626737 0.0014078870461239708 0.0067279375306277204 0.0065241067251073761 0.0058264699204971333 0.0026229712930395323 0.0068001947400278427 0.0051748627782181832 0.0033056329653709362 0.006282963093414624 0.0072834639331091555 0.0059849687919373831 0.0055584224873641841
leaf_weight=62 54 92 88 52 73 53 70 73 66 52 57 64 285 340 54 68 914 52 63 70 121 90 71
leaf_count=62 54 92 88 52 73 53 70 73 66 52 57 64 285 340 54 68 914 52 63 70 121 90 71
internal_value=0 0.00379576 0.00293474 0.00332065 0.0065292 0.00524789 0.00659214 0.00664305 0.00568992 0.004335 0.00613759 0.0025643 0.0065913 0.0066262 0.00664105 0.00203403 0.00676626 0.00648837 0.00376389 0.00628963 0.00685672 0.00641132 0.00591831
internal_weight=0 763 479 391 2221 284 2148 2078 231 167 177 224 2005 1943 120 132 1372 337 115 571 1035 430 141
internal_count=2984 763 479 391 2221 284 2148 2078 231 167 177 224 2005 1943 120 132 1372 337 115 571 1035 430 141
is_linear=0
shrinkage=0.00240373


Tree=1006
num_leaves=28
num_cat=0
split_feature=1 10 123 2 13 13 42 4 4 16 1 16 48 13 160 52 2 43 50 1 4 13 130 474 48 16 43
split_gain=18.9301 10.7235 10.6727 13.1389 16.006 16.6768 10.7601 7.99873 7.46786 8.32504 5.16076 3.80419 2.42185 7.71824 7.3828 3.39698 2.60792 6.24943 10.1828 6.18403 2.36254 2.27848 2.25397 2.0221 1.79612 1.2258 1.02494
threshold=0.095920000000000019 0.057650000000000007 0.083795000000000022 0.088135000000000005 -0.0012399999999999998 -0.17030499999999998 0.09087000000000002 0.41552000000000006 -0.060239999999999995 -0.059289999999999995 0.11181500000000001 -0.5061699999999999 0.093225000000000016 -0.0069149999999999993 -0.54784999999999984 0.5140450000000002 0.082165000000000016 -0.077449999999999977 0.086815000000000017 0.085720000000000005 -0.013049999999999997 -0.046389999999999994 -0.072754999999999986 0.081755000000000008 0.10288500000000002 -0.082119999999999985 -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 2 2 2
left_child=12 2 3 6 5 -5 10 -4 -6 11 -2 -10 14 24 -1 16 17 26 21 22 -8 -19 -18 -24 -14 -20 -16
right_child=1 -3 7 4 8 -7 20 -9 9 -11 -12 -13 13 -15 15 -17 19 18 25 -21 -22 -23 23 -25 -26 -27 -28
leaf_value=0.0047194647803139355 0.0027749762207353681 -0.0021936082594365804 -0.0019814305387319208 0.00060501658721216225 0.0033687066051164565 -0.0046358240028315321 0.0021405091818741959 0.0013822777934637987 0.0006256784958649517 -0.0016741171375756554 0.0057252008113656506 0.0032788130298901028 0.0033366238471121165 -0.0010735120420192613 0.0020308892007900267 0.00023546528768025161 0.0033706154042903317 0.0038815643755650362 0.0028364677933711644 0.00022885105100382266 4.6931508781597407e-05 0.0059948891439583459 0.001943654846059027 0.0027750340491993512 0.0014901365436721366 0.0014046843753917134 0.00065991868281650972
leaf_weight=60 64 60 98 87 94 53 64 63 63 52 65 55 52 53 57 52 76 52 56 99 54 60 1105 186 64 78 62
leaf_count=60 64 60 98 87 94 53 64 63 63 52 65 55 52 53 57 52 76 52 56 99 54 60 1105 186 64 78 62
internal_value=0 0.000810963 0.00103307 0.00145307 0.000634587 -0.00137845 0.0027915 -0.000664708 0.00170241 0.000780579 0.00426213 0.00186298 0.00210117 0.0012543 0.00217479 0.00209366 0.00214639 0.00270414 0.00337471 0.00200747 0.0011831 0.00501441 0.00213622 0.0020635 0.00231855 0.00200363 0.00131726
internal_weight=0 872 812 651 404 140 247 161 264 170 129 118 2112 169 1943 1883 1831 365 246 1466 118 112 1367 1291 116 134 119
internal_count=2984 872 812 651 404 140 247 161 264 170 129 118 2112 169 1943 1883 1831 365 246 1466 118 112 1367 1291 116 134 119
is_linear=0
shrinkage=0.00736598


Tree=1007
num_leaves=30
num_cat=0
split_feature=3 3 43 12 12 3 39 43 123 3 12 12 3 52 13 49 3 49 49 151 43 123 3 3 43 3 49 13 47
split_gain=963.394 294.872 200.421 98.5121 104.301 71.2397 71.1189 35.5686 33.4367 26.7826 27.4694 23.1089 20.6591 17.4395 10.2426 9.35575 9.68349 8.80407 8.90047 8.00279 7.43371 7.03213 5.25463 5.25332 5.09365 4.61756 4.48242 2.72834 1.98783
threshold=-0.053364999999999996 0.28833000000000003 -0.033049999999999989 0.10279500000000001 0.023990000000000004 0.11745500000000002 0.089030000000000012 0.0049250000000000014 0.083715000000000026 -0.12711499999999995 0.11878500000000002 0.088055000000000008 0.10402500000000002 -0.081429999999999989 -0.47365999999999991 -0.0096099999999999988 -0.12711499999999995 0.11707000000000002 -0.020454999999999997 -0.082079999999999986 0.0052850000000000006 0.089155000000000012 -0.082784999999999984 0.13772500000000001 -0.066724999999999993 0.088880000000000015 0.0060400000000000011 -0.085414999999999991 0.09717000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 -1 7 8 12 -2 -5 24 15 13 -4 -3 19 -17 18 -13 -6 27 -8 26 -7 -11 -15 -20 -18 -24
right_child=1 14 5 9 11 23 21 -9 -10 10 -12 17 -14 25 -16 16 20 -19 22 -21 -22 -23 28 -25 -26 -27 -28 -29 -30
leaf_value=0.01305562590008081 0.014407207044479453 0.010387467158397841 0.01631209863881887 0.013081590574511292 0.015059561302393099 0.012223246857058799 0.011236870925777923 0.01342852702601725 0.012196298526107305 0.015630908007726312 0.013422659747567404 0.014893532633275905 0.013929311267741712 0.015350202645436135 0.0091348757921818485 0.017076436819472733 0.016447901022754799 0.014810028589212942 0.016033975192481852 0.01613127495936665 0.015392859709062071 0.010233726761809395 0.015651216661136544 0.013213436103162637 0.014852439520449987 0.01451749606656468 0.015342418728468398 0.016118290848859452 0.015184500858279625
leaf_weight=65 52 61 75 59 64 52 80 72 87 70 57 62 52 76 64 63 210 57 347 71 54 58 448 52 99 57 53 315 52
leaf_count=65 52 61 75 59 64 52 80 72 87 70 57 62 52 76 64 63 210 57 347 71 54 58 448 52 99 57 53 315 52
internal_value=0 0.0128314 0.0133722 0.0155842 0.0157669 0.0142925 0.0119236 0.0147855 0.0130236 0.0143913 0.0147332 0.015865 0.0151612 0.0154691 0.00974633 0.0161488 0.0162592 0.0156486 0.0156983 0.0156234 0.0161703 0.0108154 0.0157537 0.0127186 0.015175 0.0149935 0.0159424 0.0162502 0.0156027
internal_weight=0 838 713 2146 1861 436 277 332 139 285 226 1796 260 208 125 777 642 1019 962 135 579 138 900 104 169 133 400 525 500
internal_count=2984 838 713 2146 1861 436 277 332 139 285 226 1796 260 208 125 777 642 1019 962 135 579 138 900 104 169 133 400 525 500
is_linear=0
shrinkage=0.00217713


Tree=1008
num_leaves=30
num_cat=0
split_feature=4 3 3 376 2 16 2 16 2 11 12 52 3 47 4 12 12 16 4 52 158 43 12 2 3 43 4 402 132
split_gain=522.928 167.143 81.9276 63.5942 38.8147 43.4374 35.7406 34.7069 23.3623 24.1219 17.6533 17.4808 23.2225 15.1096 9.87966 8.43225 8.25666 7.1547 7.00792 5.81839 3.95031 4.87715 3.74973 3.28288 2.39258 1.94761 1.79377 1.78085 2.00555
threshold=0.31392000000000003 -0.066789999999999974 0.28833000000000003 0.048375000000000008 0.10859000000000001 -0.034004999999999994 0.14019000000000004 0.0011450000000000004 0.097005000000000022 1.0000000180025095e-35 -0.038859999999999992 -0.51296999999999993 -0.08867499999999999 0.077735000000000012 -0.0058699999999999994 -0.088684999999999986 0.087625000000000022 0.27192500000000003 -0.076689999999999994 0.023800000000000005 0.089505000000000015 0.0034500000000000004 0.10211000000000002 0.11543500000000002 -0.076289999999999983 -0.019324999999999998 0.0060300000000000015 0.090075000000000002 -0.013334999999999998
decision_type=2 2 2 2 2 2 2 2 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 10 13 9 16 -2 -10 -13 14 -3 -5 20 -9 27 -14 21 25 26 -12 -21 -1 -20 28 -18
right_child=6 2 -4 15 5 -7 -8 17 11 -11 23 12 19 -15 -16 -17 18 -19 22 24 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0056627167715212756 0.0017318167841687989 0.0035980833864855846 0.0017036700841136529 0.0034318255487893368 0.0050216656780323696 0.0026050895966287057 0.00075162082797068088 0.0067627006280677115 0.0057919133570365402 0.0068327994723124483 0.0033235460418571203 0.0037390580276429582 0.0046284807442743088 0.0056329535423354409 0.0047165503665146076 0.0021140882506223858 0.0059525129698786575 0.005620347578497371 0.0053676368439423104 0.0058355515433756193 0.0062839472836694861 0.0050990825360104595 0.0046292247485235387 0.0026308672338813781 0.0051370114831374349 0.0059770858189559344 0.0050135061846898971 0.0059950502786668865 0.0054703984327213141
leaf_weight=342 97 63 65 52 78 81 84 59 100 82 79 95 68 66 129 52 59 59 351 55 66 68 52 69 52 158 101 65 237
leaf_count=342 97 63 65 52 78 81 84 59 100 82 79 95 68 66 129 52 59 59 351 55 66 68 52 69 52 158 101 65 237
internal_value=0 0.00514065 0.00417548 0.00442688 0.0047483 0.00379074 0.00205254 0.00515316 0.00548891 0.00561134 0.00249847 0.00496572 0.00465963 0.00467806 0.00434968 0.00277319 0.00554451 0.00619173 0.00539724 0.00515923 0.0057454 0.00568277 0.00522058 0.00300077 0.0054963 0.00576211 0.00528856 0.0056438 0.00556658
internal_weight=0 2655 704 639 535 159 329 376 1951 1581 245 370 270 258 192 104 1499 118 865 175 634 568 504 148 107 500 452 361 296
internal_count=2984 2655 704 639 535 159 329 376 1951 1581 245 370 270 258 192 104 1499 118 865 175 634 568 504 148 107 500 452 361 296
is_linear=0
shrinkage=0.00231039


Tree=1009
num_leaves=24
num_cat=0
split_feature=1 1 12 10 123 4 4 4 11 0 0 4 0 12 158 12 1 4 16 12 133 4 4
split_gain=1012.07 229.993 155.097 49.4035 40.697 40.4364 28.5833 25.7768 25.592 17.2192 18.8349 16.7726 11.7916 11.2463 11.1002 11.0947 9.7669 6.80136 6.75427 5.22847 4.70527 3.50593 3.04576
threshold=0.10123500000000001 0.12448500000000001 0.085465000000000013 -0.088499999999999981 1.0000000180025095e-35 0.50291500000000011 0.043640000000000005 0.05864500000000001 1.0000000180025095e-35 -0.10934999999999999 -0.029849999999999998 -0.44205499999999992 -0.075914999999999996 -1.0000000180025095e-35 0.078875000000000015 0.087745000000000004 0.110115 -0.040394999999999993 -0.073554999999999995 -0.088999999999999982 0.081310000000000007 -0.00090499999999999988 0.10516000000000002
decision_type=2 2 2 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 6 12 8 17 9 -1 15 -12 -5 19 20 21 -15 -4 -17 -2 22 -11 -8
right_child=1 3 7 5 -6 -7 14 -9 -10 10 11 -13 -14 16 -16 18 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.004069523037908509 0.0018838309314018794 -0.0010152842293809701 0.0052270406735934784 0.0010713070020605616 0.0033147878873008448 1.922340535145561e-05 0.0040259372692262657 0.0033179988786928858 0.0059095913675275722 0.0051364491178533941 0.0047967610006211638 0.0033000114683518849 0.002272556031336713 0.0029186900899639454 0.0048424547574412499 0.0050285037527018584 0.0018553779340327722 0.004302449090993212 0.0046754132556665043 0.0010671876808493038 0.0043396475881246604 0.0056228703056957997 0.0033565795579694863
leaf_weight=101 72 57 72 57 73 88 60 73 103 582 73 52 79 65 90 415 76 59 472 57 88 68 52
leaf_count=101 72 57 72 57 73 88 60 73 103 582 73 52 79 65 90 415 76 59 472 57 88 68 52
internal_value=0 0.00209826 0.002953 0.000656364 0.00479269 0.00108184 0.00484272 0.00427671 0.00493409 0.00487709 0.00492615 0.00417429 0.00176925 0.00195279 0.00425473 0.00498729 0.00234571 0.00481079 0.00484064 0.00152316 0.00399015 0.00518737 0.00371536
internal_weight=0 755 474 281 2229 224 2156 204 1866 1763 1662 125 136 270 290 1537 141 131 887 129 200 650 112
internal_count=2984 755 474 281 2229 224 2156 204 1866 1763 1662 125 136 270 290 1537 141 131 887 129 200 650 112
is_linear=0
shrinkage=0.00201133


Tree=1010
num_leaves=25
num_cat=0
split_feature=4 2 3 2 2 2 2 15 49 4 42 159 4 3 15 11 2 4 3 49 42 16 52 15
split_gain=737.557 281.329 101.183 88.0932 60.5615 30.8628 24.7977 23.2272 22.3843 20.4009 18.8966 18.5346 16.7518 13.8825 12.0097 9.98631 10.9567 9.65496 9.55378 9.03798 6.66408 6.59089 4.76189 4.14545
threshold=0.31392000000000003 0.13388500000000003 -0.069909999999999986 -0.0050599999999999994 0.14019000000000004 0.099965000000000012 0.14744000000000002 0.033605000000000003 0.077505000000000018 0.5567700000000001 0.090295000000000014 0.081975000000000006 0.054720000000000012 -0.11749 0.015700000000000002 0.089560000000000015 0.090145000000000017 -0.12685999999999997 0.088880000000000015 -0.0062099999999999994 0.08826500000000001 -0.45743999999999996 0.14032500000000003 -0.065419999999999992
decision_type=2 2 2 2 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 9 11 -3 8 -7 10 13 14 15 -2 18 16 17 -1 -5 -18 -19 -14 -21 -23
right_child=4 6 3 5 -6 7 -8 -9 -10 -11 -12 -13 21 -15 -16 -17 19 20 -20 22 -22 23 -24 -25
leaf_value=0.006679765319473412 0.0056838583590714245 0.0048329705767168113 0.0040765127568127193 0.0070564350759265166 0.0015806201236011725 0.0049619575409627047 0.0027012993718887909 0.0073948725836476079 0.0067561915187621217 0.002605794940567768 0.0030505930728125814 0.0083031878095362333 0.0075428322269468166 0.0041551268264438095 0.0078442333847220536 0.0085774010236292584 0.0063595623272804545 0.0078373369825069979 0.0059546060726978316 0.0075182530423899274 0.0074427318990895651 0.006907986079634755 0.0068782672530082736 0.0060727704035686168
leaf_weight=52 52 53 78 113 82 103 71 56 62 52 52 70 60 91 60 56 57 818 72 285 340 94 85 52
leaf_count=52 52 53 78 113 82 103 71 56 62 52 52 70 60 91 60 56 57 818 72 285 340 94 85 52
internal_value=0 0.00707818 0.00724917 0.00641728 0.00333593 0.00675786 0.00361262 0.00608203 0.00563631 0.00391856 0.0042685 0.00723194 0.00751813 0.00471121 0.00692577 0.00759548 0.00756188 0.00767675 0.00662775 0.0072363 0.0077215 0.00688231 0.0073713 0.00661068
internal_weight=0 2637 2513 614 329 536 124 221 165 247 195 315 1899 143 245 1693 1637 1210 185 427 1158 206 370 146
internal_count=2966 2637 2513 614 329 536 124 221 165 247 195 315 1899 143 245 1693 1637 1210 185 427 1158 206 370 146
is_linear=0
shrinkage=0.00235659


Tree=1011
num_leaves=14
num_cat=0
split_feature=2 2 3 9 1 48 0 448 149 41 43 1 12
split_gain=27.8413 9.11635 8.97312 9.92996 7.93268 5.65943 4.74332 3.79732 3.96329 4.09991 4.52335 4.22957 0.985812
threshold=0.13501500000000002 -1.0000000180025095e-35 -0.083644999999999983 -0.073319999999999982 0.12466500000000001 -0.088899999999999993 -0.061674999999999994 -0.068589999999999984 0.07770500000000001 0.077915000000000012 -0.22971499999999997 0.095435000000000006 0.093985000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 -3 -6 -7 9 10 12 -12 -9
right_child=4 5 3 -5 6 7 -8 8 -10 -11 11 -13 -14
leaf_value=0.0035034704431334612 0.0019907606694526047 0.0047916621084252275 0.0022894111359747452 -0.0010810574192291135 0.00053816792685144161 0.0011106942615017226 -0.0017677543013411953 0.0046493194936145813 0.0045215284832419806 0.0014629881399880213 0.0028858968314589856 0.0021607694890732536 0.0035053955057819382
leaf_weight=59 81 58 69 75 81 56 67 54 54 96 1731 410 75
leaf_count=59 81 58 69 75 81 56 67 54 54 96 1731 410 75
internal_value=0 0.00270524 0.00139702 0.000533483 0.000377309 0.00281001 -0.000505267 0.00276357 0.00280179 0.00276251 0.00281743 0.00274707 0.00398478
internal_weight=0 2737 203 144 229 2534 148 2476 2420 2366 2270 2141 129
internal_count=2966 2737 203 144 229 2534 148 2476 2420 2366 2270 2141 129
is_linear=0
shrinkage=0.00641253


Tree=1012
num_leaves=26
num_cat=0
split_feature=1 3 1 12 3 3 15 1 14 47 1 12 3 3 49 15 3 16 3 12 15 403 16 403 16
split_gain=791.388 140.932 79.846 80.01 72.6313 39.4915 39.3527 38.075 37.0727 23.671 17.4611 16.1383 12.1405 9.3416 6.62855 6.6189 6.52695 4.99997 9.32167 6.24101 4.49858 4.291 3.27271 3.14765 1.99283
threshold=0.10921500000000002 0.3148450000000001 0.092845000000000025 -1.0000000180025095e-35 -0.053364999999999996 0.090170000000000014 -0.0025249999999999995 0.12313000000000002 0.064610000000000015 0.081905000000000019 0.13257000000000002 0.098595000000000016 -0.12077499999999998 0.143375 0.099620000000000014 -0.076929999999999985 -0.10067 -0.0092499999999999978 -0.0082999999999999984 0.086315000000000017 -0.075094999999999981 -0.065924999999999997 1.0000000180025095e-35 0.021625000000000002 0.26768500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 -4 7 10 9 20 11 -5 -6 12 -1 -7 17 -13 -8 18 -14 -19 -2 -17 -18 -23 -16
right_child=1 -3 3 6 5 13 16 -9 -10 -11 -12 15 14 -15 24 21 22 19 -20 -21 -22 23 -24 -25 -26
leaf_value=0.0042509303042604207 0.0038253352170127867 -0.00068274801031558048 0.0020813539962285781 0.0026331462942286656 0.0016686363915196069 0.0033942036611279004 0.0057231578632699325 0.0020957079138582452 0.0064412794772059599 0.0044810615880645673 0.0002384923399749448 0.0050732975112466484 0.0051329666698284029 0.0020799948739272955 0.0048580331024246142 0.0048185714327199603 0.0051814117801099787 0.0056392597437332666 0.004312575496155018 0.0050797997183582525 0.0047200866650211077 0.0038491131030132185 0.0044463529296890859 0.0045292598904209799 0.0043156960830734647
leaf_weight=86 54 88 87 67 93 54 64 60 90 70 77 70 951 53 93 54 66 205 74 192 58 98 56 52 54
leaf_count=86 54 88 87 67 93 54 64 60 90 70 77 70 951 53 93 54 66 205 74 192 58 98 56 52 54
internal_value=0 0.00188675 0.00486578 0.00397206 0.0023904 0.00168644 0.00448124 0.00352397 0.00504726 0.00357751 0.001021 0.00498221 0.00506497 0.00274346 0.00510957 0.00448226 0.00514677 0.00515613 0.00507376 0.00536875 0.0042889 0.00427934 0.0048442 0.00408506 0.00465897
internal_weight=0 537 2429 410 449 277 323 172 2019 137 170 1929 1655 107 1569 274 186 1422 1025 397 112 204 122 150 147
internal_count=2966 537 2429 410 449 277 323 172 2019 137 170 1929 1655 107 1569 274 186 1422 1025 397 112 204 122 150 147
is_linear=0
shrinkage=0.00222067


Tree=1013
num_leaves=16
num_cat=0
split_feature=1 15 16 16 15 10 48 48 3 3 160 40 1348 15 1
split_gain=22.5481 7.09065 4.98235 5.98853 4.92159 6.15763 5.71782 5.81811 4.32408 3.39464 3.17202 3.7166 2.6906 2.61767 0.85679
threshold=0.12313000000000002 -0.45371999999999996 -0.49353499999999995 -0.40430999999999989 -0.15300999999999995 -0.00189 0.090935000000000016 0.097690000000000013 -0.070099999999999982 0.28833000000000003 -0.54913999999999985 -0.064864999999999992 0.084895000000000012 -0.083859999999999976 0.13584500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 8 -6 10 -8 -3 14 -7 -12 -13 -9 -5
right_child=2 4 3 9 5 6 7 13 -10 -11 11 12 -14 -15 -16
leaf_value=0.00042681397082244826 0.0023442454932126461 0.0050670757349884294 -0.0016730396024944186 0.00083195726145889287 0.0006157131268874226 0.004139214089057275 0.00016739189491445162 0.0014996634335861412 0.0026298164091850817 -0.00061487681440952559 0.003987052617134685 0.0025965450923779139 0.0011274018142609524 0.0031207521979747547 0.0019108121260485486
leaf_weight=69 56 61 57 67 73 60 81 87 64 54 81 1957 55 84 60
leaf_count=69 56 61 57 67 73 60 81 87 64 54 81 1957 55 84 60
internal_value=0 0.00249754 0.000588779 0.000175435 0.0025524 0.00248844 0.00254526 0.00161235 0.00381976 0.000757937 0.00265442 0.00261182 0.00255642 0.0022964 0.0013422
internal_weight=0 2672 294 238 2603 2478 2405 252 125 181 2153 2093 2012 171 127
internal_count=2966 2672 294 238 2603 2478 2405 252 125 181 2153 2093 2012 171 127
is_linear=0
shrinkage=0.00654078


Tree=1014
num_leaves=26
num_cat=0
split_feature=1 1 4 3 3 1 3 42 14 4 3 0 42 50 52 1 151 0 3 133 4 3 4 50 13
split_gain=777.932 128.267 82.0883 60.6369 52.5824 32.7358 25.9155 31.2191 19.9623 18.1924 17.264 15.488 15.2512 11.4562 11.2671 23.2882 9.22456 8.7606 7.75716 6.76921 6.22659 5.04371 4.76731 5.00105 2.59523
threshold=0.10921500000000002 0.13472500000000001 0.31392000000000003 -0.039864999999999991 -0.066789999999999974 0.092485000000000026 0.28833000000000003 0.086700000000000013 0.073890000000000011 0.24099500000000004 -0.005644999999999999 -0.076734999999999984 0.10548500000000001 0.089430000000000023 -0.51745999999999992 0.077845000000000011 -0.03268999999999999 -0.11073999999999999 0.093925000000000022 -0.081844999999999987 -0.00076499999999999995 0.040040000000000006 0.0049450000000000006 0.10861000000000003 -0.079199999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 8 12 7 -3 11 -2 -7 17 18 14 -13 -16 -5 -1 19 -6 -21 -18 23 -19 -24
right_child=1 6 -4 16 5 10 -8 -9 -10 -11 -12 13 -14 -15 15 -17 21 22 -20 20 -22 -23 24 -25 -26
leaf_value=0.013509954842652081 0.013493890163139606 0.011532971758722378 0.011623282676716966 0.010495111366142531 0.013457988533777568 0.011881205442538853 0.0088993214199986348 0.0094805594898455109 0.0151571470190254 0.012034021610824537 0.013255781067000713 0.014172393145620726 0.012681680982582592 0.014353713633708742 0.013650213360652259 0.012131560391720801 0.011037837525985496 0.014293548183941232 0.013331012625842303 0.014007639316435293 0.014875418455937664 0.011875543132841978 0.014089962128522203 0.013851492070762413 0.013453799359252314
leaf_weight=82 89 58 66 62 52 78 75 68 73 61 77 88 52 94 192 55 60 1051 76 98 56 64 63 124 52
leaf_count=82 89 58 66 62 52 78 75 68 73 61 77 88 52 94 192 55 60 1051 76 98 56 64 63 124 52
internal_value=0 0.0111531 0.013882 0.0119289 0.013945 0.0133451 0.00985614 0.0104255 0.0141016 0.0129004 0.0125642 0.0140588 0.0137074 0.0137169 0.0135382 0.0133121 0.0111454 0.0141657 0.0138965 0.014105 0.0143233 0.0114704 0.0142073 0.0142469 0.0138025
internal_weight=0 537 2429 336 2363 489 201 126 1874 150 155 1801 334 429 335 247 186 1372 282 206 154 124 1290 1175 115
internal_count=2966 537 2429 336 2363 489 201 126 1874 150 155 1801 334 429 335 247 186 1372 282 206 154 124 1290 1175 115
is_linear=0
shrinkage=0.00205156


Tree=1015
num_leaves=24
num_cat=0
split_feature=1 3 123 2 1 2 150 2 43 13 2 147 3 1 16 50 3 12 133 12 12 16 2
split_gain=426.236 93.6136 56.1337 32.1525 26.756 26.634 25.5459 23.8015 20.8618 17.8579 16.5058 12.712 14.0356 12.33 9.40962 7.88464 7.87014 6.63184 5.64519 4.1478 4.7675 3.74388 3.50934
threshold=0.10921500000000002 -0.063264999999999988 0.081630000000000022 0.099845000000000003 0.09518500000000002 0.11719 0.082085000000000019 0.14132000000000003 -0.064539999999999986 -0.05171499999999999 0.123795 0.085900000000000018 -0.15624499999999999 0.11829500000000003 -0.13895999999999997 0.12170000000000002 -0.13117499999999996 0.087695000000000009 -0.14729999999999996 0.095175000000000023 0.087625000000000022 -0.041434999999999993 0.10682000000000001
decision_type=2 2 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 11 -4 13 10 8 -3 -10 16 12 -1 -2 -9 17 -5 18 -14 20 -18 -19 -21
right_child=1 7 4 6 -6 -7 -8 14 9 -11 -12 -13 15 -15 -16 -17 19 21 -20 22 -22 -23 -24
leaf_value=0.0066542173674079353 0.0058879095863897182 0.0020018335342615397 0.0048396358208702972 0.0058587568284643107 0.0025928680872362836 0.0031980032849994156 0.0033440776436483473 0.002269050621482074 0.0026034439417065131 0.0041450665640756891 0.0039399578689607419 0.0045593354353244894 0.0063813528800777735 0.0043464724667366793 0.00099050505599637315 0.0046508806115452888 0.0048882211268391658 0.0054778430288027098 0.0056132929488976469 0.0042940287913865779 0.0057256165079671356 0.0051463063421476971 0.0050221421554536867
leaf_weight=55 55 100 53 74 56 55 53 55 82 73 63 73 53 52 64 56 70 565 764 53 71 258 98
leaf_count=55 55 100 53 74 56 55 53 55 82 73 63 73 53 52 64 56 70 565 764 53 71 258 98
internal_value=0 0.00304171 0.00527465 0.00534975 0.00368556 0.00448019 0.00482903 0.00241856 0.00280904 0.00332965 0.00501243 0.00548734 0.00552601 0.00513903 0.00158163 0.00548941 0.00519697 0.00551803 0.00566315 0.00502918 0.00531006 0.00537394 0.00476674
internal_weight=0 536 2415 2306 109 162 482 374 255 155 429 1824 1751 107 119 1696 366 1640 817 292 141 823 151
internal_count=2951 536 2415 2306 109 162 482 374 255 155 429 1824 1751 107 119 1696 366 1640 817 292 141 823 151
is_linear=0
shrinkage=0.00226508


Tree=1016
num_leaves=26
num_cat=0
split_feature=1 3 4 3 1 4 150 15 43 1 14 3 4 3 4 12 16 49 1 1 12 1 12 4 16
split_gain=761.333 111.143 94.2186 63.2959 39.6253 36.5031 32.2402 38.6842 26.0914 24.4212 18.2654 12.7791 12.5425 12.6274 10.6956 16.1958 11.0863 10.6281 9.1938 7.6873 5.05708 6.14282 4.53089 4.1766 2.27038
threshold=0.10921500000000002 -0.06656999999999999 0.31392000000000003 -0.066229999999999997 0.15190500000000004 0.25367000000000006 0.084800000000000014 -0.18498499999999998 -0.043814999999999993 1.0000000180025095e-35 0.073890000000000011 0.10402500000000002 -0.082619999999999985 0.088880000000000015 0.0060300000000000015 0.082165000000000016 -0.11807499999999999 0.0033550000000000003 0.13042000000000001 1.0000000180025095e-35 0.099680000000000005 0.089245000000000005 0.088795000000000013 0.054720000000000012 -0.073554999999999995
decision_type=2 2 2 2 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 6 -2 7 18 9 -5 14 12 -10 19 15 -1 22 -9 -3 -14 21 -17 -16 -18 -22
right_child=1 4 -4 8 -6 -7 -8 17 11 -11 -12 -13 13 -15 16 20 23 -19 -20 -21 24 -23 -24 -25 -26
leaf_value=0.0060108525445677369 0.0066897274972396613 0.0036032497294356514 0.0038206639503593079 0.0065713099132051339 0.00094507644811972025 0.0041090779898371194 0.0018189285194888964 0.0055555931173900249 0.008089661614932863 0.0044650220937384744 0.0087257999640785976 0.0057021699708020533 0.006617588198324381 0.0055967634645810614 0.0078930716500888159 0.0076072404954943707 0.0067495603454763567 0.0039961873464319925 0.0021891198701856785 0.0077365622313514551 0.0073542609398060347 0.0071516916217487167 0.0068823488301256192 0.0057192916849141597 0.0066750573992550672
leaf_weight=53 85 52 58 70 58 66 78 62 56 80 68 65 109 53 58 1121 52 57 78 68 65 247 64 56 72
leaf_count=53 85 52 58 70 58 66 78 62 56 80 68 65 109 53 58 1121 52 57 78 68 65 247 64 56 72
internal_value=0 0.00366989 0.00709782 0.00717845 0.00292774 0.00556195 0.00327932 0.00373668 0.00635739 0.00544814 0.00740007 0.00674588 0.00698299 0.00671342 0.00734963 0.00742715 0.00682439 0.00480888 0.00275499 0.00704763 0.00747701 0.00752501 0.00736308 0.0062156 0.00699751
internal_weight=0 536 2415 2357 385 151 327 249 501 150 1856 351 286 230 1788 1558 230 119 130 177 1505 1368 122 108 137
internal_count=2951 536 2415 2357 385 151 327 249 501 150 1856 351 286 230 1788 1558 230 119 130 177 1505 1368 122 108 137
is_linear=0
shrinkage=0.00260187


Tree=1017
num_leaves=19
num_cat=0
split_feature=2 15 124 40 4 42 2 13 52 47 47 15 15 15 47 2 2 52
split_gain=15.4101 12.7553 10.0015 7.89634 7.63807 7.16794 5.44473 5.10092 5.57433 4.87602 4.85644 5.00237 16.4169 3.7877 3.51317 3.29578 5.69271 2.75636
threshold=0.14132000000000003 -0.080264999999999989 -0.083859999999999976 -0.078654999999999989 -0.085594999999999991 0.087005000000000013 -1.0000000180025095e-35 0.041960000000000004 -0.54533999999999982 0.12282000000000001 0.080075000000000021 0.084495000000000015 -0.0070899999999999991 -0.19153499999999998 0.094695000000000015 0.084145000000000011 0.096435000000000007 -0.00087999999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 5 7 -1 15 -9 10 11 12 -6 -12 -15 -5 -17 -13
right_child=1 -3 3 4 9 -7 -8 8 -10 -11 13 17 -14 14 -16 16 -18 -19
leaf_value=-0.00010668635224355923 0.0026736349534211201 -0.00082050071099955962 0.0051752460487285486 0.0051304805836143259 0.0029623506134705334 0.0057030831852971885 0.00244276388106609 0.0041281189882786343 0.0015371288682773266 0.0011291612565358462 0.0051912860507039305 0.004566918694054089 0.00074833133554050443 0.0047722159096408659 0.0028851823353374328 0.0027385457640218989 0.0049434590500224713 0.0031889422790043346
leaf_weight=53 95 73 78 78 877 71 88 54 84 55 62 63 156 54 142 119 76 673
leaf_count=53 95 73 78 78 877 71 88 54 84 55 62 63 156 54 142 119 76 673
internal_value=0 0.00115495 0.00311628 0.00320336 0.00314335 0.00385697 0.00148398 0.00353789 0.00255148 0.00297811 0.00302825 0.00291057 0.00262806 0.00383484 0.00340542 0.00403627 0.00359824 0.00330699
internal_weight=0 168 2783 2642 2564 482 141 411 138 2082 2027 1769 1033 258 196 273 195 736
internal_count=2951 168 2783 2642 2564 482 141 411 138 2082 2027 1769 1033 258 196 273 195 736
is_linear=0
shrinkage=0.00628679


Tree=1018
num_leaves=31
num_cat=0
split_feature=1 3 12 4 12 1 41 1 3 4 13 12 1 1 3 42 12 49 4 4 3 160 3 16 12 12 1 132 16 3
split_gain=634.824 133.005 66.5726 38.5615 32.9364 30.2375 28.0393 26.9773 29.159 22.0949 15.7019 20.0711 15.6987 13.213 12.9864 12.6751 9.34927 9.0353 8.91878 8.13963 15.6219 5.88473 6.80171 6.52752 5.45341 5.10695 3.15392 2.32892 2.31076 1.76827
threshold=0.10684 -0.053364999999999996 0.056995000000000011 0.31392000000000003 0.093125000000000013 0.15099500000000002 0.075585000000000013 0.094935000000000005 -1.0000000180025095e-35 0.058025000000000007 -0.0015099999999999998 -0.09552999999999999 0.11690500000000002 0.089895000000000017 0.0012800000000000001 0.092340000000000019 0.11755500000000001 0.082820000000000019 0.25367000000000006 -0.12685999999999997 0.084670000000000009 -0.35906499999999991 -0.11266 -0.074029999999999999 0.087745000000000004 0.090045000000000014 0.082535000000000011 -0.013334999999999998 0.08215500000000002 -0.082004999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 6 10 13 17 -9 16 11 -3 -13 24 -14 -2 21 19 -12 -1 -21 -6 -23 -24 26 -15 29 -26 -29 -4
right_child=1 5 4 -5 9 -7 -8 8 -10 -11 18 12 14 25 -16 -17 -18 -19 -20 20 -22 22 23 -25 27 -27 -28 28 -30 -31
leaf_value=0.0056798450290451901 0.0061146340426537597 0.0033081359483625285 0.0062943899110010767 0.0031294575031763634 0.0051136799408545951 0.00037387958872798322 0.0076661766657110646 0.002539902543882781 0.0049706757126445639 0.0043916819017273158 0.0037460744981211544 0.0025940163240552065 0.0018447910341561984 0.0048075162693196581 0.00017339727474060922 0.0045746885170613576 0.0047094182179431253 0.0060110315099059231 0.0023758808840522519 0.0053383582800052114 0.0036430057729957676 0.0067323496035828342 0.0062135016344934558 0.0055195418918575845 0.0063366856351117704 0.0057967992090805888 0.0057762808667057115 0.0058032985045297818 0.0063142660251353467 0.0066221369298039567
leaf_weight=71 65 53 462 74 67 53 71 54 66 95 61 60 58 60 54 64 54 73 54 81 55 52 131 220 86 67 61 333 65 131
leaf_count=71 65 53 462 74 67 53 71 54 66 95 61 60 58 60 54 64 54 73 54 81 55 52 131 220 86 67 61 333 65 131
internal_value=0 0.00292954 0.00576219 0.0045412 0.00594871 0.00209698 0.00616548 0.00485049 0.00387705 0.0054808 0.00236551 0.0019885 0.00158171 0.00608123 0.00103917 0.00535083 0.00567821 0.00526759 0.00310291 0.00500528 0.00465293 0.00578946 0.00590174 0.00577862 0.00616509 0.00532963 0.00631179 0.0059668 0.00588681 0.00636684
internal_weight=0 596 2355 203 1955 393 1336 400 120 619 340 225 172 1265 112 129 524 280 115 207 136 470 403 351 1138 127 654 484 398 593
internal_count=2951 596 2355 203 1955 393 1336 400 120 619 340 225 172 1265 112 129 524 280 115 207 136 470 403 351 1138 127 654 484 398 593
is_linear=0
shrinkage=0.0024518


Tree=1019
num_leaves=23
num_cat=0
split_feature=3 10 3 376 150 0 0 150 10 14 0 3 3 3 0 0 0 130 3 47 131 3
split_gain=222.583 82.2545 70.9363 37.5558 43.8682 30.5789 38.7608 20.5429 18.0991 12.0931 14.1255 10.55 12.1057 8.18904 7.85229 5.96221 5.2918 3.49983 2.4362 2.3842 1.87139 0.90429
threshold=-0.064349999999999991 -1.0000000180025095e-35 0.28833000000000003 0.085945000000000008 -1.0000000180025095e-35 -0.046614999999999997 0.10923000000000001 0.090145000000000017 -0.089679999999999982 0.073890000000000011 -0.13165999999999997 0.076825000000000018 0.10402500000000002 -0.12077499999999998 -0.095724999999999991 0.12503500000000004 -0.079119999999999982 -0.019164999999999998 -0.075244999999999992 0.09585500000000001 0.021890000000000003 -0.15041499999999997
decision_type=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 8 3 4 -3 9 21 11 -2 10 -1 14 -13 -12 -6 -8 17 -15 -19 20 -18 -7
right_child=1 2 -4 -5 7 6 15 -9 -10 -11 13 12 -14 16 -16 -17 19 18 -20 -21 -22 -23
leaf_value=0.0033369798346292419 0.00073183805174152194 0.0019487573471443317 0.001685724053213067 0.0020401750275821093 0.004270057642142523 0.0024852727367785364 0.0049377202731315066 0.0029148799349721054 0.0022604874199884093 0.005235842874212162 0.0036116323995315641 0.0049727994687991618 0.0039468876588305644 0.0048577517514442623 0.0035421585489150507 0.003951486967757975 0.0042017993135984597 0.0044787324391646986 0.0041157984302872246 0.0038079613325265947 0.0045307020846584939 0.0028718920124784185
leaf_weight=56 59 53 96 61 98 53 52 76 73 68 56 92 103 98 174 52 322 1022 86 52 97 52
leaf_count=56 59 53 96 61 98 53 52 76 73 68 56 92 103 98 174 52 322 1022 86 52 97 52
internal_value=0 0.00307154 0.00333344 0.00357416 0.00373113 0.00430129 0.00355676 0.00390506 0.00157739 0.00438508 0.00435273 0.00406615 0.00443102 0.00438554 0.0038045 0.00444481 0.00441137 0.00448369 0.00445058 0.00422615 0.00427799 0.00267695
internal_weight=0 885 753 657 596 2066 209 543 132 1857 1789 467 195 1733 272 104 1677 1206 1108 471 419 105
internal_count=2951 885 753 657 596 2066 209 543 132 1857 1789 467 195 1733 272 104 1677 1206 1108 471 419 105
is_linear=0
shrinkage=0.00205156


Tree=1020
num_leaves=31
num_cat=0
split_feature=1 52 2 2 2 2 49 1 11 15 1 131 40 1 0 15 43 16 15 131 1212 16 2 0 0 52 16 49 0 43
split_gain=503.398 110.468 62.4799 35.5703 32.2549 69.6348 31.2425 26.2219 24.9321 20.5733 18.0306 14.5739 13.0702 13.093 16.7782 6.78716 6.74911 6.02625 7.17582 5.82662 4.39445 7.76306 6.66159 4.20807 3.3693 3.06641 2.66835 1.79446 1.5491 1.01883
threshold=0.10500500000000001 -0.40891499999999997 0.16730000000000003 0.098655000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 -0.046739999999999997 0.089625000000000024 0.07585500000000002 0.087450000000000014 0.122075 0.087705000000000019 -1.0000000180025095e-35 0.09772500000000002 -0.034759999999999992 -0.077669999999999989 -0.078039999999999984 -0.0024749999999999993 -0.089604999999999976 0.021890000000000003 0.041590000000000009 -0.021179999999999997 0.091525000000000009 -0.10726999999999999 -0.083694999999999978 0.06136500000000001 -0.49057499999999993 0.091075000000000003 -0.084544999999999995 -0.03898999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 5 10 -5 8 19 11 -3 15 -8 14 16 -9 -14 18 26 20 22 28 23 -1 -21 -18 -6 -24 -22 -11
right_child=1 2 -4 6 17 -7 12 9 -10 29 -12 -13 13 -15 -16 -17 25 -19 -20 24 21 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0045827752910652846 0.0052032304270586164 0.0031099476835859327 0.000347271289942072 0.0027757336047966913 0.0015543426904854928 0.0046189181731933465 0.0034258366767634441 0.0038920334012486251 0.006232916467504384 0.0047762803960044323 0.0014073865832027336 0.0048019309445668408 0.0051604097519587526 0.0055879619358426662 0.0032827218860466897 0.002848425216065553 0.0041619101608786069 0.001561158507447708 0.0028098463180074558 0.0057375366079746044 0.0051628680343616057 0.0038975355251037978 0.0047971570801444022 0.0051487909019469671 0.0050733770854027669 0.004738216412514552 0.002209458274340144 0.0043674510886817014 0.0046910218424498218 0.0051334133648593336
leaf_weight=72 71 52 73 61 52 95 52 74 85 81 75 58 90 58 52 53 104 86 75 76 64 52 177 729 77 83 76 68 79 84
leaf_count=72 71 52 73 61 52 95 52 74 85 81 75 58 90 58 52 53 104 86 75 76 64 52 177 729 77 83 76 68 79 84
internal_value=0 0.00258745 0.0022694 0.00479115 0.00254394 0.0031807 0.00426591 0.00493472 0.00506417 0.00438763 0.00210468 0.00387858 0.00447292 0.00461355 0.0044417 0.0034567 0.00465919 0.00205472 0.0022637 0.00499289 0.00494226 0.00463453 0.0049996 0.00509794 0.00540344 0.00441783 0.0019435 0.00467799 0.00490236 0.00495824
internal_weight=0 655 584 2329 511 222 500 1829 1479 350 127 185 439 387 329 127 277 289 203 1394 1241 195 1046 801 153 187 128 245 143 165
internal_count=2984 655 584 2329 511 222 500 1829 1479 350 127 185 439 387 329 127 277 289 203 1394 1241 195 1046 801 153 187 128 245 143 165
is_linear=0
shrinkage=0.00222067


Tree=1021
num_leaves=33
num_cat=0
split_feature=4 3 2 39 150 2 2 2 2 16 3 3 159 2 16 3 13 14 16 2 2 13 133 3 158 2 3 4 4 2 3 2
split_gain=510.276 229.96 119.741 58.7228 40.7547 30.2802 29.7946 26.5227 21.6499 20.3856 56.8097 17.5857 18.1985 17.5765 14.3396 13.9832 15.5375 13.6705 8.83505 10.6425 8.35484 17.244 6.41459 5.82196 4.56702 4.55297 4.35427 3.79034 3.47669 2.66305 1.57255 0.287065
threshold=0.31392000000000003 -0.064349999999999991 0.10773000000000001 0.0047850000000000011 0.088135000000000005 0.097005000000000022 0.14938500000000002 0.14253500000000002 -0.007134999999999999 0.25968500000000005 -0.095259999999999997 0.10402500000000002 0.081975000000000006 0.08647500000000001 -0.019749999999999993 -0.010434999999999998 -1.0000000180025095e-35 0.076450000000000004 0.0063750000000000013 0.090020000000000017 0.087035000000000015 -0.066634999999999986 0.087455000000000019 -0.084604999999999986 0.08796000000000001 0.072175000000000017 -0.080349999999999991 -0.0072149999999999992 -0.039279999999999995 0.11426500000000002 -0.081134999999999985 0.11002000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 17 15 14 -5 10 -7 12 13 -3 -4 29 -17 18 19 24 21 28 -22 -21 25 -1 31 -12 -20 -2 -25 -11
right_child=6 2 4 8 -6 9 -8 -9 -10 26 27 -13 -14 -15 -16 16 -18 -19 20 23 22 -23 -24 30 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.0063669752529468956 0.0040821032369694312 0.0067487482112715495 0.0053616042559901551 0.0030107293137804749 0.0013738930074820228 0.0032912067235106104 0.0010893711852760452 0.0024029888946888829 0.0049374892933655478 0.0068351931343326759 0.0063747729395646491 0.0048049443940471146 0.007564378438831891 0.0052012002581867962 0.0036276312320721593 0.0018200153269249922 0.0034218483678927344 0.0076787236839993426 0.0067319128099343727 0.0053709693126233471 0.0071837938257216793 0.0045740262498887799 0.0060599158935741998 0.0066538534441446442 0.0071844450647952805 0.0067270455078528475 0.0058313453713654158 0.0056240953264876156 0.0058520123532292152 0.0033001900168473709 0.0061339141926887684 0.0065590548436215874
leaf_weight=322 53 89 57 58 54 63 60 54 89 53 89 53 58 88 58 83 65 58 52 55 55 54 70 52 91 636 53 76 58 53 119 56
leaf_count=322 53 89 57 58 54 63 60 54 89 53 89 53 58 88 58 83 65 58 52 55 55 54 70 52 91 636 53 76 58 53 119 56
internal_value=0 0.00594834 0.00468997 0.00543892 0.0032289 0.00635986 0.00264398 0.00382147 0.00417745 0.00574589 0.00527274 0.0060827 0.00637077 0.00597949 0.00448731 0.00301111 0.0025237 0.00650747 0.00646402 0.00655202 0.00607571 0.00571052 0.00655463 0.00606811 0.00665625 0.00660605 0.00641164 0.00602917 0.0062682 0.00369139 0.00629218 0.00669356
internal_weight=0 2670 658 435 223 2012 314 169 147 390 228 288 235 177 115 254 148 1622 1564 1275 289 164 125 226 1049 958 162 165 110 106 171 109
internal_count=2984 2670 658 435 223 2012 314 169 147 390 228 288 235 177 115 254 148 1622 1564 1275 289 164 125 226 1049 958 162 165 110 106 171 109
is_linear=0
shrinkage=0.0024518


Tree=1022
num_leaves=22
num_cat=0
split_feature=2 15 49 12 457 0 16 52 52 52 0 13 2 15 12 0 16 1419 52 2 399
split_gain=21.3071 14.2112 8.51965 8.50551 10.2157 12.7622 7.16305 4.85683 10.563 4.94213 4.85259 4.95255 4.76834 4.19094 3.48494 8.81084 3.42939 7.37865 6.09246 5.46114 2.15329
threshold=0.11891500000000001 -0.42075999999999997 -0.032374999999999994 1.0000000180025095e-35 0.088850000000000026 -0.14820499999999998 -0.087834999999999983 -0.087604999999999988 -0.046194999999999993 -0.13963499999999998 -0.14385499999999998 0.049070000000000009 0.14346500000000004 -0.090909999999999977 0.081685000000000021 -0.12851999999999997 0.052690000000000008 0.082370000000000013 -0.14556999999999998 0.089505000000000015 0.082730000000000012
decision_type=2 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 -3 9 -9 -7 -4 12 -12 -10 -5 -16 18 19 -17 -18 -20
right_child=2 3 10 14 -6 7 -8 8 13 -11 11 -13 -14 -15 15 16 17 -19 20 -21 -22
leaf_value=0.00067789834983755912 -0.00031809746580327761 0.0033821085203396355 0.00032900052881614146 0.0055358616911910232 -8.9849755369718923e-05 0.0020039582121924807 0.0070677575277596476 -0.00078465800405626437 0.0041087800091572126 0.004856812591980458 0.0022494379532957552 0.00079873969471191833 0.0046344908772036671 0.001740508548922643 0.001550535338017427 0.0063837929360787155 0.0018721498972523835 0.0057561813177359773 0.003829519864506024 0.0036549918504956967 0.0048010755270521685
leaf_weight=87 84 52 53 56 56 56 54 58 66 67 96 52 75 87 88 52 150 52 1314 203 126
leaf_count=87 84 52 53 56 56 56 54 58 66 67 96 52 75 87 88 52 150 52 1314 203 126
internal_value=0 0.00349259 0.00165538 0.00358908 0.00275695 0.00311944 0.00526042 0.00243974 0.00178717 0.00355857 0.00225627 0.00271398 0.00329596 0.00276261 0.00379127 0.00374201 0.00384363 0.00326484 0.00400069 0.00289762 0.00391458
internal_weight=0 2624 360 2537 496 440 106 334 211 123 276 223 171 153 2041 1985 1897 405 1492 353 1440
internal_count=2984 2624 360 2537 496 440 106 334 211 123 276 223 171 153 2041 1985 1897 405 1492 353 1440
is_linear=0
shrinkage=0.00707995


Tree=1023
num_leaves=30
num_cat=0
split_feature=2 12 15 2 12 2 2 2 16 14 16 16 151 2 15 16 16 43 12 2 160 15 12 43 43 16 15 43 43
split_gain=430.469 218.869 59.0467 44.592 36.6937 35.6443 38.1919 34.4616 30.7386 28.5134 23.7017 20.3344 17.2453 11.2024 10.7821 9.67882 9.5445 8.04768 32.8449 7.54951 6.79104 6.73548 5.51632 3.87659 3.22973 2.41459 3.07368 1.50674 1.31018
threshold=0.12068000000000001 0.056995000000000011 -0.38214499999999996 0.16730000000000003 0.099680000000000005 0.10859000000000001 0.072175000000000017 0.093470000000000011 0.26411500000000004 0.073890000000000011 0.0054050000000000009 -0.13895999999999997 -0.030624999999999996 0.089310000000000014 -0.13843999999999998 0.054560000000000004 0.014185000000000001 -0.0068849999999999996 0.089625000000000024 0.08647500000000001 -0.0033249999999999994 -0.07879499999999999 0.087035000000000015 0.082870000000000013 0.018455000000000003 -0.073554999999999995 -1.0000000180025095e-35 -0.042349999999999992 0.056805000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 9 6 21 19 12 13 -9 -6 -2 16 -14 25 23 22 -19 -8 -18 -4 -15 24 -3 -13 -27 -24 -20
right_child=3 4 5 -5 11 -7 7 10 -10 -11 -12 15 14 17 -16 -17 20 18 28 -21 -22 -23 27 -25 -26 26 -28 -29 -30
leaf_value=0.001710330364889389 0.00090594410582509836 0.0054316440142045579 0.003714768825766383 0.0004291912741238137 0.0031161412970682752 0.0025404703680778 0.0061355375597733968 0.0031327014536782207 0.0040311610113108543 0.0068584119961955644 0.0050547701347475492 0.005257078619627314 0.0019011523370363298 0.0058194518100504727 0.0031493196839495448 0.0040269839105408619 0.004131221167325087 0.003008116035820723 0.004956785388780552 0.0050046314886718173 0.0051649012480205246 0.0026482202135198725 0.004948132252802051 0.0060448022871910949 0.0049077616409098591 0.0051138187554950034 0.0043529951532301544 0.0053859626092837573 0.0054222223145369425
leaf_weight=82 53 844 54 76 53 94 53 94 52 58 54 84 86 55 65 86 53 53 81 79 96 77 257 52 69 58 57 52 57
leaf_count=82 53 844 54 76 53 94 53 94 52 58 54 84 86 55 65 86 53 53 81 79 96 77 257 52 69 58 57 52 57
internal_value=0 0.00477435 0.00352933 0.00198361 0.00512825 0.00382464 0.00411828 0.0046002 0.00244498 0.00526458 0.00383416 0.00443163 0.00204054 0.00520917 0.00243861 0.00467618 0.00534305 0.00494041 0.00455521 0.00545889 0.00479738 0.00308805 0.00514247 0.00542728 0.00539208 0.00495661 0.00473693 0.00502189 0.00514921
internal_weight=0 2652 587 332 2065 505 411 280 256 1727 148 338 204 1669 151 285 1114 555 191 132 149 131 364 965 913 199 115 309 138
internal_count=2984 2652 587 332 2065 505 411 280 256 1727 148 338 204 1669 151 285 1114 555 191 132 149 131 364 965 913 199 115 309 138
is_linear=0
shrinkage=0.00231039


Tree=1024
num_leaves=23
num_cat=0
split_feature=1 52 1 2 124 0 49 1 2 14 0 4 2 51 4 4 15 4 2 2 48 43
split_gain=448.067 84.4393 48.8264 54.3656 34.7001 28.3966 22.2931 26.4472 22.1776 14.3191 13.5683 13.2914 10.4035 10.0095 8.20844 7.04112 6.15018 5.76814 4.07469 3.76585 3.37692 2.35059
threshold=0.10509 -0.40891499999999997 0.12765500000000005 1.0000000180025095e-35 -0.078884999999999983 0.14054500000000003 -0.025549999999999996 0.085780000000000009 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.14164999999999997 0.020110000000000006 0.15305000000000002 0.11178000000000002 0.0019650000000000002 0.40441500000000002 -0.052984999999999997 -0.27577999999999997 0.089570000000000025 0.090020000000000017 0.093995000000000009 -0.072594999999999979
decision_type=2 2 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 -1 6 7 18 -3 -4 14 13 15 17 -8 -11 20 -12 -6 -13 -5 -21
right_child=1 2 9 16 5 -7 10 -9 -10 12 11 19 -14 -15 -16 -17 -18 -19 -20 21 -22 -23
leaf_value=0.0037227831863563569 0.0053081813828975196 0.0032835163375784728 0.0027460247891034247 0.0029089760150537961 0.0055929767917435071 0.0034270571446937677 0.0055103501668286167 0.0034952079349107519 0.0052251735871547212 0.002412709291150185 0.0059400800474249766 0.0052458109822159111 0.00055460504254556094 0.0045506742790039729 0.0067095524849891744 0.0012884371733186293 0.0017091230364885269 0.0053053820145429718 0.0047471325417519248 0.0048447187138812636 0.0021955424682529191 0.0042947415654698414
leaf_weight=99 71 60 62 100 63 52 78 90 72 57 85 53 53 95 54 68 52 1416 65 76 59 104
leaf_count=99 71 60 62 100 63 52 78 90 72 57 85 53 53 95 54 68 52 1416 65 76 59 104
internal_value=0 0.00288138 0.0025858 0.00315636 0.00508893 0.00514954 0.00519063 0.00447496 0.00434279 0.00177026 0.00527018 0.00521741 0.00143024 0.00529429 0.00600112 0.00180131 0.00241403 0.00534134 0.00516364 0.00469069 0.0026444 0.00452709
internal_weight=0 654 583 343 2330 2231 2179 218 132 240 1961 1829 178 1596 132 125 211 1501 128 233 159 180
internal_count=2984 654 583 343 2330 2231 2179 218 132 240 1961 1829 178 1596 132 125 211 1501 128 233 159 180
is_linear=0
shrinkage=0.00235659


Tree=1025
num_leaves=31
num_cat=0
split_feature=1 2 1 4 0 2 4 0 151 1 0 160 16 0 14 2 4 16 42 159 15 0 0 15 0 4 131 15 15 15
split_gain=588.333 95.823 75.2908 61.9959 44.5603 31.5346 21.1764 20.1882 18.7101 14.0402 16.0535 13.9661 12.2065 12.0898 11.9933 10.947 9.30445 8.78183 8.76532 9.35614 7.84067 7.7008 5.2917 3.90721 3.81009 3.3708 3.21061 2.20129 6.31259 2.05552
threshold=0.10921500000000002 0.14132000000000003 0.095920000000000019 0.27420500000000009 -0.13165999999999997 0.091290000000000024 -0.27577999999999997 -0.074309999999999973 -0.039414999999999999 0.08845500000000002 0.098975000000000021 -0.076029999999999986 -0.47730499999999992 -0.10228499999999999 0.076450000000000004 0.25063000000000007 -0.0092699999999999987 -0.46591499999999991 0.086510000000000017 -1.0000000180025095e-35 -0.075094999999999981 -0.13409999999999997 -0.077104999999999993 -0.055184999999999991 -0.049024999999999992 -0.078704999999999983 0.021890000000000003 -0.012189999999999998 0.086115000000000011 -0.085999999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 8 -4 14 -6 -8 -2 10 16 -5 -13 -10 18 -3 20 -18 19 -1 -7 -21 27 -19 -15 -22 -23 29 -29 -20
right_child=1 15 4 11 6 9 7 -9 13 -11 -12 12 -14 24 -16 -17 17 23 22 21 25 26 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.007781995997423595 0.0039938642783944244 0.0025607289209658886 0.0039907215099780416 0.0042613694487562224 0.0072186161455211912 0.0076835443272742117 0.0063759407711307071 0.0046159417174959022 0.0046319518871766356 0.0051130597153318117 0.0051427028472689684 0.0036481877624870685 0.0021424651524598153 0.0064473376348165605 0.0080261466315155496 0.0011123618568869684 0.007098042100193035 0.0062297299806405738 0.0068073631506984939 0.0060733591561428187 0.0072119100951819528 0.0069716178563483684 0.0060516587953542925 0.0055185137309661297 0.0055538142115929036 0.0065101061819297793 0.0074132800660035233 0.0075699979321696021 0.0066689792202256296 0.0061215352211809433
leaf_weight=99 57 70 88 64 66 57 85 73 52 52 53 62 68 66 63 57 60 186 55 53 54 605 76 63 52 186 121 63 188 53
leaf_count=99 57 70 88 64 66 57 85 73 52 52 53 62 68 66 63 57 60 186 55 53 54 605 76 63 52 186 121 63 188 53
internal_value=0 0.00377792 0.00659372 0.00434108 0.0054699 0.00676171 0.00605089 0.00556294 0.00521107 0.00634204 0.00643897 0.00332297 0.00286078 0.00561904 0.00697854 0.00191088 0.0065523 0.0062535 0.00692826 0.00706973 0.00686309 0.00697917 0.00664266 0.00604989 0.0060538 0.00666812 0.00704526 0.0067677 0.00689524 0.00647104
internal_weight=0 548 2399 421 312 2087 224 158 227 711 659 194 130 170 1376 127 606 309 1313 878 297 779 435 249 118 240 726 359 251 108
internal_count=2947 548 2399 421 312 2087 224 158 227 711 659 194 130 170 1376 127 606 309 1313 878 297 779 435 249 118 240 726 359 251 108
is_linear=0
shrinkage=0.0024518


Tree=1026
num_leaves=29
num_cat=0
split_feature=1 4 160 482 3 47 16 15 16 4 151 16 12 41 159 159 16 16 4 12 16 15 15 52 12 1 159 12
split_gain=38.6536 17.3042 16.0419 9.05556 9.74615 7.78851 12.0435 11.9986 9.25964 5.23802 3.70041 3.1654 3.05312 5.63085 4.03982 3.64572 9.85301 3.98492 3.05837 3.61552 3.03298 5.50616 9.24757 3.44257 2.80118 2.37024 1.70765 0.611243
threshold=0.095920000000000019 -0.37626499999999991 -0.24206999999999998 0.092060000000000017 0.31966500000000003 0.087850000000000025 -0.0094449999999999968 -0.094389999999999988 -0.13800499999999996 -0.014854999999999998 -0.092954999999999982 -0.010034999999999999 0.093065000000000009 0.075585000000000013 0.018290000000000004 0.088170000000000012 0.0060400000000000011 -0.15105999999999997 0.032770000000000001 -0.0066799999999999993 -0.06859999999999998 -0.062134999999999989 0.015700000000000002 0.064135000000000011 0.095980000000000024 0.086860000000000007 0.10329500000000001 0.10266500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 -3 4 5 6 7 -4 -7 -8 11 -1 13 15 20 17 26 -12 19 -19 23 -22 -23 25 -10 -14 -17 -25
right_child=1 2 3 -5 -6 8 9 -9 24 -11 12 -13 14 -15 -16 16 -18 18 -20 -21 21 22 -24 27 -26 -27 -28 -29
leaf_value=0.005933461712480814 0.0044732881334140807 0.0050740471404193983 0.00010121015380928482 0.0036491972035267383 -0.0013169447794684544 0.00039780687603575848 0.00048110061451511852 0.0027858221139563694 0.0047711126152982057 -0.0022302422639276548 0.0023318958367691024 0.0037232347762058663 0.0017263212295667856 0.0052403612530075219 0.0046570511856758746 0.0046143508343024489 0.00030570330840074277 0.0055370862392711221 0.0023644989607512117 0.0037962173957680747 0.0038388735069636872 -0.00056536634519127041 0.0028073437715421877 0.0045808539179423551 0.0026594405840709612 0.003616371773284657 0.0029557226661128299 0.0036578191475590315
leaf_weight=52 102 53 126 66 64 55 63 164 53 59 85 60 63 93 63 53 52 54 60 994 72 53 101 67 55 52 54 59
leaf_count=52 102 53 126 66 64 55 63 164 53 59 85 60 63 93 63 53 52 54 60 994 72 53 101 67 55 52 54 59
internal_value=0 0.00194366 0.00160317 0.00134214 0.00110375 0.0013733 0.000894229 0.00161965 0.00258379 -0.00082955 0.00359168 0.00475004 0.00352595 0.00368196 0.00310049 0.00357471 0.0026428 0.00369885 0.00380366 0.00388599 0.00289035 0.00234503 0.00164615 0.00340144 0.00369637 0.00258156 0.00377794 0.00414919
internal_weight=0 860 758 705 639 575 412 290 163 122 2087 112 1975 1445 530 1352 159 1193 1108 1048 467 226 154 241 108 115 107 126
internal_count=2947 860 758 705 639 575 412 290 163 122 2087 112 1975 1445 530 1352 159 1193 1108 1048 467 226 154 241 108 115 107 126
is_linear=0
shrinkage=0.00654078


Tree=1027
num_leaves=20
num_cat=0
split_feature=4 2 15 2 150 2 15 3 12 16 12 16 0 3 16 157 4 16 2
split_gain=26.1001 12.1718 7.93194 7.98937 4.67973 8.34712 11.4858 5.58695 5.77611 13.369 5.2911 4.15324 3.66534 3.47983 3.33547 3.28665 1.84651 1.52585 1.27388
threshold=0.31392000000000003 0.14744000000000002 -0.43091499999999999 0.12933000000000003 0.083295000000000022 0.091290000000000024 -0.083859999999999976 -0.13392999999999997 0.084395000000000012 0.25032500000000008 0.11755500000000001 -0.35377499999999995 -0.08397499999999998 0.076825000000000018 -0.15105999999999997 -0.00172 0.25367000000000006 -0.43708999999999992 0.087635000000000005
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 13 -4 7 12 -7 8 -1 -10 11 16 18 17 -13 -16 -9 -2 -6
right_child=2 -3 3 -5 5 6 -8 10 9 -11 -12 14 -14 -15 15 -17 -18 -19 -20
leaf_value=0.0023811356472964976 0.0020878530859895473 9.7916146717908197e-05 0.0010031251621260748 -0.002184133363229234 0.004538588874113539 -0.0016588030290988888 0.0029542340811624626 0.0053989283204863292 0.0071795073024205 0.0028716058541310911 0.0012796806994735703 0.0014499894634140305 0.0018894566941024815 0.0034083196994561409 0.0024347116698798239 0.0032329517608624299 0.0035595576535063255 0.00045051126958793689 0.0030639290015027952
leaf_weight=55 54 69 100 61 63 52 52 52 70 69 78 61 74 54 298 1523 54 56 52
leaf_count=55 54 69 100 61 63 52 52 52 70 69 78 61 74 54 298 1523 54 56 52
internal_value=0 0.00297571 0.000890002 -0.000204009 0.00305346 0.00222726 0.000647003 0.00316054 0.00428772 0.00504159 0.00305466 0.00312426 0.00309642 0.00196445 0.00304885 0.00310236 0.00446259 0.00125497 0.00387243
internal_weight=0 2622 325 161 2553 293 104 2260 194 139 2066 1988 189 164 1882 1821 106 110 115
internal_count=2947 2622 325 161 2553 293 104 2260 194 139 2066 1988 189 164 1882 1821 106 110 115
is_linear=0
shrinkage=0.00694113


Tree=1028
num_leaves=23
num_cat=0
split_feature=1 4 2 12 0 15 2 10 0 16 3 457 50 4 4 159 133 42 42 159 2 16
split_gain=19.5293 10.2819 13.8342 13.74 11.7011 10.388 8.92931 7.76865 5.57142 4.82844 4.7095 3.36704 3.567 4.39018 11.85 3.78199 3.12483 3.24671 3.25423 3.0557 2.75942 1.42647
threshold=0.095920000000000019 -0.37626499999999991 1.0000000180025095e-35 0.084535000000000013 -0.11742499999999999 -0.38214499999999996 0.11218000000000002 0.063835000000000017 -0.14259999999999998 -0.034884999999999992 0.13772500000000001 0.085230000000000014 -0.23108499999999996 -0.111135 -0.44205499999999992 0.11346000000000002 0.006510000000000001 0.086105000000000015 0.094350000000000003 0.091625000000000026 0.12299 -0.16153499999999996
decision_type=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 6 -6 -4 16 9 21 -8 12 -10 14 -14 19 17 -3 -19 20 -15 -1
right_child=1 2 3 -5 5 -7 10 -9 11 -11 -12 -13 13 15 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.0038714673253383031 0.0035420576182282832 0.0041435284998644593 -0.00010645422602833522 -0.0025708222862397146 0.00099963351673653528 -0.0029947154688669169 0.0044072150772501689 -3.1045731787283058e-05 0.0042747630186224473 0.0055277632427956237 0.0017364166150834965 0.0040239026518430771 0.0030534309641902773 0.002527062862286945 -0.0010775773199797425 0.00078340386711722319 0.0014015866224855399 0.0010808807914137069 0.0033847386024230793 0.0043149737364096127 0.0041887645416070493 0.0022306639454959518
leaf_weight=52 102 89 71 71 73 59 63 65 57 61 70 79 81 1479 61 57 72 55 70 53 52 55
leaf_count=52 102 89 71 71 73 59 63 65 57 61 70 79 81 1479 61 57 72 55 70 53 52 55
internal_value=0 0.00143136 0.00114723 0.000258788 0.000856936 -0.000785147 0.00191983 0.00217721 0.00269939 0.00393659 0.0030021 0.00259104 0.00252948 0.00247365 0.00127831 0.00257704 0.00267935 0.0031089 0.00237165 0.00264153 0.00258355 0.00302877
internal_weight=0 860 758 407 336 132 204 351 2087 168 133 1919 1840 1783 142 1641 286 214 125 1584 1531 107
internal_count=2947 860 758 407 336 132 204 351 2087 168 133 1919 1840 1783 142 1641 286 214 125 1584 1531 107
is_linear=0
shrinkage=0.00707995


Tree=1029
num_leaves=20
num_cat=0
split_feature=1 4 160 11 13 13 49 13 12 123 150 3 48 457 43 1452 130 13 3
split_gain=13.5084 7.1116 8.8083 4.46351 4.11457 5.41801 9.13733 5.56661 4.28802 4.26688 3.98758 3.84133 3.46566 3.99628 3.84602 3.51693 2.48522 1.57269 0.329858
threshold=0.095920000000000019 -0.37626499999999991 -0.24206999999999998 0.079700000000000007 0.17226500000000003 -0.09194999999999999 0.0033550000000000003 -0.23438999999999996 -0.053404999999999987 0.086730000000000015 0.085595000000000018 -0.14954999999999999 -0.078904999999999989 0.084825000000000012 -0.12788999999999998 0.087120000000000017 -0.079354999999999981 0.064420000000000019 -0.10519499999999998
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 11 5 7 9 8 -4 10 -7 -1 -13 14 17 16 -16 -14 -19
right_child=1 2 4 -5 -6 6 -8 -9 -10 -11 -12 12 13 -15 15 -17 -18 18 -20
leaf_value=0.00034126909786276775 0.0027216167628571664 0.003453426704270617 0.0020567943296076283 0.0036641744053857233 -0.00096479934061441744 0.0016104062037965246 -0.00083817990784959854 -0.0017988784646105229 -0.00044927331247239874 0.00036161056137305584 0.0034956056139962962 0.0004887272677430596 0.0038642350158989533 0.0036047216746480258 0.00048807734951910459 0.0034273934287953139 0.0019437266319319985 0.0028895883546430699 0.0021506430767084328
leaf_weight=57 102 53 53 73 59 242 78 58 65 90 60 58 59 74 52 67 1541 54 52
leaf_count=57 102 53 53 73 59 242 78 58 65 90 60 58 59 74 52 67 1541 54 52
internal_value=0 0.00109986 0.000881534 0.00207418 0.000688086 0.000839155 0.00120573 -0.000139361 0.000675742 0.0016126 0.00198518 0.00201652 0.00206528 0.00211339 0.00205288 0.0019581 0.00189625 0.00300607 0.00252775
internal_weight=0 860 758 2087 705 646 470 176 118 392 302 2014 1957 1899 1825 1660 1593 165 106
internal_count=2947 860 758 2087 705 646 470 176 118 392 302 2014 1957 1899 1825 1660 1593 165 106
is_linear=0
shrinkage=0.00654078


Tree=1030
num_leaves=15
num_cat=0
split_feature=2 14 4 4 457 0 0 0 49 39 2 4 43 2
split_gain=7.89428 6.6777 6.51462 7.14801 5.45727 6.57345 6.32597 11.5801 5.38356 5.15597 4.29729 3.92494 3.68521 3.04032
threshold=0.25063000000000007 -0.42227999999999993 0.31392000000000003 0.41823000000000005 0.079930000000000015 -0.14104999999999998 -0.14164999999999997 -0.11167499999999998 0.083250000000000005 0.096775000000000014 0.089545000000000013 0.0033150000000000007 -0.081694999999999976 0.11543500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -6 8 -8 10 11 -3 -9 -7 -5
right_child=-2 2 3 13 5 12 7 9 -10 -11 -12 -13 -14 -15
leaf_value=0.0033844075147846757 -0.00089337014185766981 0.002225529094204605 -0.0012048904592848247 0.0022248463686442514 -0.0011453203814564062 0.00023734338298636321 -0.00061786371280572478 0.0018031388491160096 0.00095724566477096843 -0.00032840168933603831 0.0044447921209535089 0.0010421928845812758 0.0022382381281442591 0.00036113465909214961
leaf_weight=75 58 70 76 67 65 72 99 1699 52 54 74 334 80 78
leaf_count=75 58 70 76 67 65 72 99 1699 52 54 74 334 80 78
internal_value=0 0.00149525 0.00144498 0.000387609 0.00153486 0.000560838 0.00162357 0.00152454 0.00272763 0.00162621 0.00336646 0.00167816 0.0012909 0.00122277
internal_weight=0 2895 2820 221 2599 217 2382 2186 196 2087 144 2033 152 145
internal_count=2953 2895 2820 221 2599 217 2382 2186 196 2087 144 2033 152 145
is_linear=0
shrinkage=0.00641253


Tree=1031
num_leaves=26
num_cat=0
split_feature=1 12 1 3 4 4 4 4 49 3 4 3 12 2 151 1 0 1 0 43 402 12 12 49 3
split_gain=447.227 147.753 78.2929 48.4468 28.8802 28.5521 22.2936 16.8924 26.9259 15.2075 49.9762 14.5618 13.9712 11.9178 9.90817 9.24136 8.67794 12.982 9.30849 6.67712 3.91518 3.55437 3.31235 1.76221 1.05464
threshold=0.12448500000000001 0.056995000000000011 0.092485000000000026 0.28833000000000003 0.41377500000000006 0.043640000000000005 -0.15366499999999997 0.052250000000000012 -0.068409999999999985 -0.14186499999999996 -0.10701499999999999 0.093925000000000022 0.092735000000000026 0.097695000000000018 -0.0095999999999999992 0.081540000000000015 -0.085674999999999987 0.087720000000000006 -0.097604999999999983 0.055890000000000002 0.089785000000000018 0.099035000000000026 -0.0066799999999999993 0.087800000000000003 -0.077384999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 -2 9 -4 8 -8 15 -11 13 23 22 -9 -3 17 18 -12 20 -18 -14 -1 -7 -21
right_child=3 5 6 -5 -6 12 7 14 -10 10 16 -13 21 -15 -16 -17 19 -19 -20 24 -22 -23 -24 -25 -26
leaf_value=0.0055842307759673866 0.0029665049203487638 0.0048010116499723945 0.0040988469628825842 9.1627263209187531e-06 0.0011702104867489479 0.0044130945349475439 0.0028524945964514491 0.0021522753147086762 0.00076973309440278982 0.0026492563183066736 0.0061879982522044102 0.0033956451594204773 0.0040054248574411151 0.0039033117875602362 0.0034234064453242188 0.0059999703367020962 0.004765155583907707 0.0040129367233082604 0.0051296755795805305 0.0040551405840670756 0.0052370088835705202 0.0033110457020403897 0.0048130584751767732 0.0049910764777507327 0.0044812840941702483
leaf_weight=55 98 56 52 95 101 66 70 53 68 58 52 60 75 65 96 100 783 53 430 70 113 92 73 55 64
leaf_count=55 98 56 52 95 101 66 70 53 68 58 52 60 75 65 96 100 783 53 430 70 113 92 73 55 64
internal_value=0 0.00445711 0.00341895 0.00139398 0.00205494 0.00475444 0.00267839 0.00242094 0.00182639 0.00486595 0.00479828 0.00441113 0.00406553 0.00472669 0.00297143 0.00556974 0.00487791 0.005122 0.0052439 0.0047511 0.00482469 0.00362304 0.00514462 0.00467602 0.00425886
internal_weight=0 2659 592 294 199 2067 339 287 138 1779 1623 253 288 193 149 156 1565 535 482 1030 896 167 128 121 134
internal_count=2953 2659 592 294 199 2067 339 287 138 1779 1623 253 288 193 149 156 1565 535 482 1030 896 167 128 121 134
is_linear=0
shrinkage=0.00235659


Tree=1032
num_leaves=13
num_cat=0
split_feature=1 1375 14 151 1 49 151 448 9 15 51 133
split_gain=14.6888 7.29725 6.67721 5.9401 6.97483 5.78462 5.01505 4.75101 5.18552 4.11892 2.58251 1.37694
threshold=0.15799000000000005 -0.10702499999999998 -0.13131999999999996 -0.085989999999999983 0.083065000000000014 -0.048359999999999993 -0.083559999999999982 -0.051724999999999993 1.0000000180025095e-35 -0.24211499999999997 -0.069319999999999979 0.085475000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 11 -6 -5 -8 9 -9 -3 -4
right_child=-2 2 3 6 5 -7 7 8 -10 -11 -12 -13
leaf_value=-0.00074979421703551285 -0.0020122503021391194 0.0019454771780882435 0.0024175116469307787 0.0031822024954670149 -0.0021806120766689999 0.00055739411448864481 -0.00042748940084544356 0.00011925333499090392 0.0031904848211621274 0.0014978303853453452 0.0038770006184673965 0.00093881041956449685
leaf_weight=62 52 53 52 71 53 79 54 93 72 2198 62 52
leaf_count=62 52 53 52 71 53 79 54 93 72 2198 62 52
internal_value=0 0.00142579 0.00147333 0.00140938 0.00043669 -0.000541438 0.00150162 0.00145222 0.00149521 0.0014419 0.00298742 0.00167882
internal_weight=0 2901 2839 2724 236 132 2488 2417 2363 2291 115 104
internal_count=2953 2901 2839 2724 236 132 2488 2417 2363 2291 115 104
is_linear=0
shrinkage=0.00641253


Tree=1033
num_leaves=17
num_cat=0
split_feature=1 1348 14 14 2 157 1 16 1 52 47 15 52 1 52 16
split_gain=10.1616 5.17098 4.75014 4.99431 4.72075 7.97841 7.07565 8.02358 12.4442 6.73987 7.29812 3.84629 3.29128 2.8121 2.43538 1.79971
threshold=0.15799000000000005 0.084895000000000012 0.073890000000000011 -0.13131999999999996 0.08647500000000001 -0.081889999999999991 0.077375000000000013 0.27450000000000002 0.10790500000000001 0.08869500000000001 0.10664500000000002 -0.079149999999999984 -0.091869999999999993 0.079805000000000015 -0.063199999999999992 0.19384500000000002
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 -5 11 8 -8 10 -7 12 -6 -11 -1 -13
right_child=-2 -3 -4 4 6 9 7 -9 -10 13 -12 15 -14 -15 -16 -17
leaf_value=0.0014906670965672739 -0.0016736091775227942 -0.00063051392914379616 0.0026067017508717245 -0.00059336906266588317 0.0030601509407962761 0.0016631426352500577 -0.0015013831301510698 0.0020220605140761553 0.00087760040887588646 -0.00054486371752035371 0.0038869930656932911 0.0010764815201799852 0.001432016945055014 0.0010697545898118012 0.0033636623908087277 0.00028108054474399125
leaf_weight=54 52 63 99 74 65 761 165 82 200 67 66 629 240 131 61 144
leaf_count=54 52 63 99 74 65 761 165 82 200 67 66 629 240 131 61 144
internal_value=0 0.00118586 0.00122621 0.00117629 0.00111892 0.00143941 0.000887902 0.000209398 -0.000197643 0.00158624 0.0018407 0.00116919 0.00177922 0.000523048 0.00248476 0.000928397
internal_weight=0 2901 2838 2739 2624 1099 1525 447 365 1025 827 1078 305 198 115 773
internal_count=2953 2901 2838 2739 2624 1099 1525 447 365 1025 827 1078 305 198 115 773
is_linear=0
shrinkage=0.00641253


Tree=1034
num_leaves=23
num_cat=0
split_feature=3 123 2 2 1429 160 0 0 150 11 160 30 2 2 2 124 3 0 12 0 0 12
split_gain=261.808 165.052 82.8862 32.4477 21.3926 21.178 17.4301 14.7059 12.7108 21.394 13.0619 12.5729 12.1823 11.6635 8.76185 7.13322 6.21411 17.8074 8.89096 5.59955 3.06996 1.66451
threshold=0.28833000000000003 1.0000000180025095e-35 0.14870000000000003 0.10043500000000001 0.084815000000000015 -0.077584999999999987 -0.13409999999999997 -0.11167499999999998 0.08926000000000002 0.07585500000000002 -1.0000000180025095e-35 0.086220000000000019 0.11326500000000002 -1.0000000180025095e-35 0.11523000000000001 -0.084644999999999984 -0.10859999999999999 0.12321500000000001 0.095175000000000023 -0.14259999999999998 -0.06976499999999998 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
left_child=1 2 3 4 8 -6 12 -2 9 13 -10 14 -5 -1 15 -3 17 -8 20 -11 -18 -20
right_child=7 11 -4 6 5 -7 16 -9 10 19 -12 -13 -14 -15 -16 -17 18 -19 21 -21 -22 -23
leaf_value=0.0031657763747090493 0.0013220421030234598 0.0021494545030871404 0.0014263101122918478 0.0020944674352634104 0.0022239150540310712 0.0040678009994460015 0.0024038056420730329 -0.00011299319434098586 0.0040913810120953714 0.005614758085272494 0.0026684019601789766 0.0011270581923432286 0.0034563645300167982 0.0041674163728202427 0.0017128774272360768 0.0032439730940106806 0.0039925965555983513 0.0040935802827082425 0.0036944537058216939 0.0046336978095107605 0.0046306934446887788 0.0032554813153934919
leaf_weight=55 71 56 60 59 54 60 55 60 68 53 52 54 61 1581 70 53 85 59 111 54 59 63
leaf_count=55 71 56 60 59 54 60 55 60 68 53 52 54 61 1581 70 53 85 59 111 54 59 63
internal_value=0 0.0037515 0.00390637 0.0039652 0.00409302 0.00319458 0.00350736 0.0006646 0.00414798 0.0041943 0.00347495 0.00203061 0.00278696 0.00413376 0.00230306 0.00268186 0.00370742 0.00327854 0.0038611 0.00511986 0.0042542 0.00353565
internal_weight=0 2822 2589 2529 1977 114 552 131 1863 1743 120 233 120 1636 179 109 432 114 318 107 144 174
internal_count=2953 2822 2589 2529 1977 114 552 131 1863 1743 120 233 120 1636 179 109 432 114 318 107 144 174
is_linear=0
shrinkage=0.00213444


Tree=1035
num_leaves=28
num_cat=0
split_feature=1 3 123 3 3 15 15 11 3 52 16 1 34 1 15 47 16 16 49 15 1 42 42 133 52 1212 3
split_gain=702.645 132.884 79.7087 40.456 30.6228 29.6245 22.9214 33.533 23.8856 38.7444 23.0831 21.9895 21.2045 13.9447 12.6379 12.1997 10.1636 10.9201 9.45682 9.61307 7.28558 6.12101 3.71582 3.20936 2.88276 2.65168 0.685103
threshold=0.10749500000000002 -0.049204999999999992 1.0000000180025095e-35 0.3148450000000001 0.10402500000000002 -0.21242999999999998 0.025430000000000005 1.0000000180025095e-35 -0.11151499999999999 -0.23682999999999996 -0.0081349999999999981 0.10054 -1.0000000180025095e-35 0.117245 0.090075000000000002 0.09023500000000001 0.27717500000000006 -0.0030649999999999996 -0.049789999999999994 -0.41725999999999991 0.096545000000000006 0.098705000000000001 -0.04034999999999999 -0.14785999999999996 -0.49865999999999994 0.091640000000000013 -0.077054999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 12 6 -2 8 14 9 -1 -11 16 -3 -7 23 18 17 -10 -14 -20 -4 22 -16 -8 -18 -25 -23
right_child=1 3 20 -5 -6 13 7 -9 11 10 -12 -13 15 -15 21 -17 24 -19 19 -21 -22 26 -24 25 -26 -27 -28
leaf_value=0.0058535292228028288 0.0022445463640651539 0.00043708769239475038 0.0037239641269007227 -2.4190937926001455e-06 0.0036904792761875281 0.0050858405049138081 0.0061203267038774344 0.0071349065715628733 0.005136033997177358 0.0044442988436648343 0.0023487231126175841 0.0036426914951305745 0.0026248959843158024 0.0036110627990115669 0.0048742073305664173 0.002979400962770302 0.0050408503985022958 0.0057263149996685048 0.0020805575813116796 0.00077783223329740928 0.0024912596427662287 0.0048135609362758005 0.0054338109041041421 0.0056289240375472912 0.0043270801918053542 0.0050945170155672131 0.0044638169692452594
leaf_weight=53 52 52 52 90 75 69 65 64 576 60 57 52 52 74 96 64 53 251 63 63 55 75 219 379 80 61 59
leaf_count=53 52 52 52 90 75 69 65 64 576 60 57 52 52 74 96 64 53 251 63 63 55 75 219 379 80 61 59
internal_value=0 0.00218441 0.00507892 0.00137979 0.00517243 0.00376876 0.00522293 0.00548239 0.00499946 0.00418131 0.00342359 0.00513687 0.00180301 0.00432284 0.0053715 0.00209641 0.00521778 0.00531522 0.00177878 0.00142939 0.00309057 0.00508327 0.00526335 0.00562772 0.0046117 0.00555489 0.00465976
internal_weight=0 579 2382 384 2275 195 2200 1018 1182 170 117 1012 294 143 954 242 960 827 178 126 107 449 315 505 133 440 134
internal_count=2961 579 2382 384 2275 195 2200 1018 1182 170 117 1012 294 143 954 242 960 827 178 126 107 449 315 505 133 440 134
is_linear=0
shrinkage=0.00235659


Tree=1036
num_leaves=11
num_cat=0
split_feature=97 15 150 151 49 10 0 11 157 15
split_gain=7.49626 6.11452 4.84997 6.67197 7.60836 5.48357 4.18277 8.74282 5.9037 3.47881
threshold=-0.0047149999999999996 -0.43587999999999999 0.11717500000000002 0.084350000000000008 -0.15734499999999998 -0.084119999999999986 -0.00077999999999999999 0.082245000000000013 -0.0091799999999999989 -0.47129499999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 -3 -6 7 -7 -8 -2
right_child=1 2 -4 -5 5 6 8 -9 -10 -11
leaf_value=-0.00073591897622687409 0.00092648943475519589 -0.00093638995440981261 8.7169838035318649e-05 0.0035030451828805607 0.0034850414257169889 0.0014890545381836574 0.0023309245996728689 0.0039708087716475212 -1.12144119616318e-05 -0.0011738481612553467
leaf_weight=69 79 53 101 68 57 2197 61 60 161 55
leaf_count=69 79 53 101 68 57 2197 61 60 161 55
internal_value=0 0.00140213 0.00146712 0.00151955 0.00146743 0.00151769 0.00147243 0.00155506 0.000632038 6.38997e-05
internal_weight=0 2892 2758 2657 2589 2536 2479 2257 222 134
internal_count=2961 2892 2758 2657 2589 2536 2479 2257 222 134
is_linear=0
shrinkage=0.00641253


Tree=1037
num_leaves=26
num_cat=0
split_feature=4 12 13 150 12 4 0 2 2 11 157 11 0 0 150 160 0 4 1456 0 16 133 1446 12 2
split_gain=499.492 152.669 80.6472 43.544 33.8507 31.1001 49.7422 33.8504 22.953 18.1736 21.9409 17.955 13.6941 11.6104 9.94287 10.4937 8.77436 12.4947 4.62705 4.46215 4.28174 3.65958 3.76788 2.95144 2.38348
threshold=0.31392000000000003 0.078120000000000009 -0.27740999999999993 1.0000000180025095e-35 0.091585000000000014 -0.17568999999999999 -0.071879999999999986 0.093320000000000014 0.14019000000000004 0.080455000000000013 -0.060134999999999994 1.0000000180025095e-35 -0.07385499999999999 -0.10934999999999999 0.082590000000000011 -0.076029999999999986 -0.044434999999999995 0.028075000000000006 -0.090374999999999997 -0.076734999999999984 -0.43708999999999992 0.11524500000000001 0.037915000000000011 0.098785000000000012 0.099845000000000003
decision_type=2 2 2 2 2 2 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 24 7 -7 14 10 -6 13 -5 -3 15 -2 17 19 -15 -12 -17 22 -20 -19 -4
right_child=8 4 3 12 9 6 -8 -9 -10 -11 16 -13 -14 18 -16 20 -18 23 21 -21 -22 -23 -24 -25 -26
leaf_value=0.0023157515254590578 0.0035255191284930495 0.0051539148652357163 0.0068522840679990718 0.0044672827487664277 0.0043290897507536315 0.0064889393531017987 0.0031594838964055056 0.0045476079924311377 0.0015516703065265097 0.0067484645746553173 0.0062109463859006285 0.0073400712209928916 0.0029171899699996303 0.0056542298528648822 0.0038163214208151238 0.0027496767861284362 0.0048447745839007052 0.0055399404537486785 0.0062786632832180804 0.0057490458607211224 0.0018496856414963463 0.0057820757928086098 0.0067249145824932379 0.00493154042498763 0.0061300126077304075
leaf_weight=72 58 56 52 75 73 103 64 97 84 79 226 83 55 67 60 59 63 91 804 245 59 72 123 89 52
leaf_count=72 58 56 52 75 73 103 64 97 84 79 226 83 55 67 60 59 63 91 804 245 59 72 123 89 52
internal_value=0 0.00572787 0.00464766 0.00498475 0.00602516 0.00539909 0.0049687 0.00554752 0.0026102 0.00566946 0.00556112 0.00628077 0.00381167 0.00620238 0.00298685 0.00270394 0.00568705 0.00576852 0.00625744 0.00597073 0.00229989 0.00629787 0.0063379 0.00523926 0.00649139
internal_weight=0 2641 570 498 2071 368 264 200 320 866 787 1205 130 1122 236 176 714 651 1066 471 118 999 927 180 104
internal_count=2961 2641 570 498 2071 368 264 200 320 866 787 1205 130 1122 236 176 714 651 1066 471 118 999 927 180 104
is_linear=0
shrinkage=0.00235659


Tree=1038
num_leaves=29
num_cat=0
split_feature=1 1 4 3 123 4 15 3 15 4 4 16 3 39 156 13 42 4 133 15 156 3 1213 13 133 1 11 15
split_gain=502.852 83.8105 49.8158 47.9902 32.4348 19.8118 17.9797 28.4682 24.4671 44.0758 32.1261 16.0555 15.0506 25.528 10.1027 13.8634 13.422 7.23037 6.82116 5.6364 4.55037 4.22183 3.98279 3.94836 3.7179 3.24405 3.16502 3.04039
threshold=0.10749500000000002 0.12313000000000002 0.27998000000000006 -0.029394999999999998 1.0000000180025095e-35 0.0049450000000000006 0.025430000000000005 -0.14088999999999999 -0.0070899999999999991 -0.17568999999999999 -0.012014999999999998 -0.4193599999999999 0.28833000000000003 0.087735000000000021 0.07881500000000001 -0.06809999999999998 -0.045589999999999992 0.032770000000000001 -0.00027499999999999996 -0.077669999999999989 0.091075000000000017 -0.079634999999999997 0.062550000000000008 -0.052124999999999998 1.0000000180025095e-35 1.0000000180025095e-35 0.081130000000000022 0.088965000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 6 -2 8 -8 14 26 -11 -3 13 -13 15 21 -17 -5 22 -16 -21 -1 27 24 -20 -25 -10 -9
right_child=1 11 -4 17 -6 -7 7 18 9 10 -12 12 -14 -15 19 16 -18 -19 23 20 -22 -23 -24 25 -26 -27 -28 -29
leaf_value=0.0046361560966088639 0.0047504013930182998 0.00091929342560434296 0.00247531895301656 0.0017533863555288173 0.0032483599208369129 0.0032649538942690795 0.0057547391166658645 0.0047138977030376158 0.0046593053307269205 0.0016515850234614122 0.0037913736594859999 0.0030458760936724703 0.00099114136763143491 0.0013880749114629047 0.0051245820113978956 0.004285335752021717 0.0034841440950539627 0.0026253803786955472 0.0037176069128761762 0.0048506304648377871 0.0041632974224406934 0.0042247398441008222 0.0049977129997312289 0.0043264707553458863 0.004283335443438575 0.0047857026929242373 0.004040416092035936 0.0043555964203570927
leaf_weight=260 53 99 55 65 98 92 71 209 79 52 53 69 52 70 82 187 135 79 57 69 77 148 100 154 192 94 52 158
leaf_count=260 53 99 55 65 98 92 71 209 79 52 53 69 52 70 82 187 135 79 57 69 77 148 100 154 192 94 52 158
internal_value=0 0.00228592 0.00429469 0.00302278 0.00433768 0.00380805 0.00438557 0.0045723 0.00422369 0.00366557 0.00273187 0.00155152 0.00187912 0.00221116 0.00436115 0.00424992 0.0039495 0.00223192 0.00448519 0.00471721 0.00448827 0.00448697 0.00465354 0.00432696 0.00415391 0.00450062 0.0044138 0.0045597
internal_weight=0 579 2382 289 2327 145 2229 1035 1194 236 105 290 191 139 958 730 322 144 964 228 146 408 467 497 249 248 131 367
internal_count=2961 579 2382 289 2327 145 2229 1035 1194 236 105 290 191 139 958 730 322 144 964 228 146 408 467 497 249 248 131 367
is_linear=0
shrinkage=0.00193323


Tree=1039
num_leaves=19
num_cat=0
split_feature=1 16 16 51 457 52 52 1 475 11 16 43 1 124 11 52 13 52
split_gain=6.5507 3.92459 7.14847 7.49092 3.72702 4.40907 6.45183 5.79951 3.92217 3.7939 3.98877 5.36786 4.6081 4.27954 3.74224 5.15692 2.55434 2.19993
threshold=0.12313000000000002 -0.4193599999999999 -0.074904999999999985 -0.064959999999999976 0.11129500000000002 -0.092084999999999986 -0.080219999999999986 1.0000000180025095e-35 -0.090439999999999979 0.086175000000000015 0.18879500000000002 -0.14386499999999997 0.076160000000000019 -0.064554999999999987 0.07585500000000002 -0.13963499999999998 0.015030000000000002 -0.42198999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 8 7 -7 -1 10 11 12 -8 -13 15 16 17 -10
right_child=1 2 3 -5 -6 6 9 -9 14 -11 -12 13 -14 -15 -16 -17 -18 -19
leaf_value=0.00072022508107783402 -0.00047833032723953328 0.0033082579585887611 0.0020779517871486282 -0.0014023627321187852 5.0357543326035237e-05 0.0021722275047336027 0.0022870549616287416 -0.00084483747651062954 0.0022463345413389138 -2.1019243892677331e-05 5.225090385417416e-05 0.00017082691101579008 0.0048345775624367678 0.0019051227950027799 0.0042373721273117719 0.0039416869390777147 0.0034111904107561909 0.00093033800718777247
leaf_weight=61 99 62 64 65 60 52 103 92 161 56 60 78 58 1564 68 90 55 113
leaf_count=61 99 62 64 65 60 52 103 92 161 56 60 78 58 1564 68 90 55 113
internal_value=0 0.000687985 0.00129292 0.000323707 0.00183119 0.00187209 0.00171902 0.000244123 0.0024482 0.00182965 0.00188532 0.00194628 0.00320528 0.00182279 0.00266449 0.00240904 0.00198954 0.00170389
internal_weight=0 290 191 129 2671 2611 2063 144 548 1919 1863 1803 161 1642 487 419 329 274
internal_count=2961 290 191 129 2671 2611 2063 144 548 1919 1863 1803 161 1642 487 419 329 274
is_linear=0
shrinkage=0.00722155


Tree=1040
num_leaves=18
num_cat=0
split_feature=3 52 3 147 147 11 48 0 3 0 0 16 52 1454 0 42 3
split_gain=11.9157 4.81223 10.0673 7.64387 8.67776 8.38869 8.77025 5.50339 4.40782 12.1237 6.06514 3.88299 5.81318 3.44168 3.05192 3.03642 1.7766
threshold=0.28833000000000003 0.14295500000000003 -0.087794999999999998 0.093085000000000015 0.087170000000000011 1.0000000180025095e-35 0.078735000000000013 -0.098749999999999991 0.040040000000000006 -0.13843999999999998 -0.23028499999999999 -0.14158499999999996 0.5140450000000002 0.083660000000000026 -0.11167499999999998 0.089840000000000017 0.10661500000000002
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 -7 9 -1 -10 -4 15 -11 -2 -13 -12
right_child=14 2 11 -5 -6 6 -8 -9 10 13 16 12 -14 -15 -16 -17 -18
leaf_value=-0.0014635572842443783 0.00028312892904635255 -0.001922584905436548 0.0026563475844485758 0.0039205155946257838 -0.0010117300377909431 0.0036957751967503388 0.0053370374034572652 0.00096654812582372851 0.000693522827777728 0.0014918218120715642 0.0040804339200240297 0.002409116894424542 -0.00098951791671769208 -0.00022475706930568106 -0.001904559879867496 0.00061987033358810865 0.0024521760860686699
leaf_weight=72 64 59 69 64 65 59 53 90 65 1812 67 83 65 58 59 102 63
leaf_count=72 64 59 69 64 65 59 53 90 65 1812 67 83 65 58 59 102 63
internal_value=0 0.00144057 0.0007109 0.0015523 0.00148922 0.00155875 0.00291115 0.00204775 0.00143088 0.00133091 0.00242617 0.0011982 0.000795459 0.00143854 -0.000765648 0.00142301 0.00329193
internal_weight=0 2846 378 2468 2404 2339 202 149 2137 1942 195 319 250 1870 123 185 130
internal_count=2969 2846 378 2468 2404 2339 202 149 2137 1942 195 319 250 1870 123 185 130
is_linear=0
shrinkage=0.00694113


Tree=1041
num_leaves=19
num_cat=0
split_feature=4 40 14 0 52 4 15 0 4 48 52 12 43 1447 51 4 4 49
split_gain=10.9447 11.1344 5.6206 3.5751 8.78332 19.3821 7.16309 6.1832 5.92898 3.86953 7.23158 3.95105 11.0418 3.97968 3.82184 2.99641 3.62892 1.21838
threshold=0.51326500000000019 -1.0000000180025095e-35 -0.13131999999999996 -0.11073999999999999 0.0030150000000000008 0.10910000000000002 0.0047550000000000005 -0.10339499999999999 0.24814500000000003 0.093225000000000016 0.13248000000000001 0.087065000000000017 -0.10561 -0.064864999999999992 0.082075000000000009 -0.0083149999999999977 0.40318000000000004 -0.0070849999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 14 -5 9 11 17 12 -9 -13 15 -4 -17 -11
right_child=1 -3 3 7 5 -7 -8 8 -10 10 -12 13 -14 -15 -16 16 -18 -19
leaf_value=0.0028184910155360683 0.0012987505647852541 -0.0030197779902424011 0.0015036900756461027 0.0035099148480186647 -0.0036370245127951817 0.0015480206458529933 0.0032641014486353803 0.0042966440719204909 -0.0008456835459666075 0.00037338899221210674 -0.0018133619199363453 0.0025553628508656824 0.0014567404302897506 0.00099457433634840857 0.0019938452280480689 -0.0017372029576360915 0.00059096157492333407 0.001597757678255284
leaf_weight=94 52 59 53 54 63 71 62 70 65 64 53 81 676 1161 73 55 71 92
leaf_count=94 52 59 53 54 63 71 62 70 65 64 53 81 676 1161 73 55 71 92
internal_value=0 -0.000996029 0.00118156 0.00112586 0.000569096 -0.000889182 0.00119165 0.00123353 0.00117915 0.00123909 0.000357811 0.0013317 0.00172332 0.00109642 0.000681472 0.000145853 -0.000424724 0.00109592
internal_weight=0 111 2858 2764 448 134 314 2316 2262 2197 209 1988 746 1242 252 179 126 156
internal_count=2969 111 2858 2764 448 134 314 2316 2262 2197 209 1988 746 1242 252 179 126 156
is_linear=0
shrinkage=0.00680503


Tree=1042
num_leaves=11
num_cat=0
split_feature=3 1443 158 123 34 14 0 43 1 2
split_gain=7.07572 3.5632 3.27786 3.3352 5.39116 5.84738 3.71601 10.6426 3.56336 1.91011
threshold=0.3148450000000001 0.087980000000000017 -0.22218999999999997 0.088795000000000013 -1.0000000180025095e-35 -0.13131999999999996 -0.048199999999999993 -0.088689999999999977 0.074220000000000022 0.12026500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 8 -8 -7 -5
right_child=-2 -3 3 9 5 6 7 -9 -10 -11
leaf_value=-0.00024602893080298446 -0.0010252038836023622 -0.0008232983649979046 0.0027494598859795338 0.00078880533185493064 0.0032108411691872587 0.0011498325659326162 0.004300602313698906 0.0010583984888739863 0.00055616981413213575 -0.00096428124094535426
leaf_weight=95 88 52 101 66 63 1327 65 232 821 59
leaf_count=95 88 52 101 66 63 1327 65 232 821 59
internal_value=0 0.0010124 0.00104617 0.0010911 0.00114522 0.00108059 0.00102567 0.00176823 0.00092296 -3.80469e-05
internal_weight=0 2881 2829 2734 2609 2508 2445 297 2148 125
internal_count=2969 2881 2829 2734 2609 2508 2445 297 2148 125
is_linear=0
shrinkage=0.00707995


Tree=1043
num_leaves=21
num_cat=0
split_feature=3 33 3 49 52 15 49 0 0 124 51 0 15 1453 132 12 43 15 3 3
split_gain=5.05753 4.90126 3.42806 5.51332 6.38964 6.38781 5.2688 9.76894 5.20894 4.47739 4.04066 4.25742 3.36379 2.71285 3.21512 3.17869 2.97816 2.11991 1.87324 1.64636
threshold=0.30863500000000005 0.084300000000000014 -0.088584999999999983 -0.048899999999999992 0.12109500000000002 -0.040119999999999996 -0.05529499999999999 -0.14606999999999998 -0.16423499999999996 -0.063024999999999984 -0.056469999999999992 -0.0058249999999999994 -0.10646499999999999 -0.064559999999999992 0.082230000000000011 0.094675000000000023 -0.083349999999999994 -0.095584999999999989 -0.12711499999999995 -0.081914999999999988
decision_type=2 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 18 7 -4 17 -9 -7 -12 -2 -10 16 -16 -15 -8 -5 -11
right_child=12 -3 6 4 -6 10 8 9 13 19 11 -13 -14 14 15 -17 -18 -19 -20 -21
leaf_value=-0.0014204867990275732 -0.0017631556528727495 0.0030049634144014262 0.0040530964215034129 0.003174501305973544 -0.0016150475556726777 -0.0013223946037132003 0.00026499997593331363 -0.00073844816762101933 -0.00039916577050751694 0.00078111261973506398 0.00035483963364908434 0.002529347747140402 0.00065641190854901638 0.0017511244043078356 -0.0014659754553594112 0.00099758610460099774 0.00091907355265181576 -0.0016602105600303917 0.0014928901737364967 0.002391840108901516
leaf_weight=76 63 52 75 54 59 59 61 52 75 55 305 53 53 259 52 53 1296 54 87 76
leaf_count=76 63 52 75 54 59 59 61 52 75 55 305 53 53 259 52 53 1296 54 87 76
internal_value=0 0.000850712 0.000810692 0.000378528 0.000600247 0.000834616 0.000952729 0.00190077 0.000820475 0.00101826 0.000393909 0.000676975 -0.000657012 0.000917213 0.000976733 -0.000221744 0.00105771 -0.000638355 0.00213745 0.00171616
internal_weight=0 2853 2801 693 617 558 2108 258 1850 183 417 358 116 1735 1660 105 1555 115 141 131
internal_count=2969 2853 2801 693 617 558 2108 258 1850 183 417 358 116 1735 1660 105 1555 115 141 131
is_linear=0
shrinkage=0.00707995


Tree=1044
num_leaves=14
num_cat=0
split_feature=147 1 147 457 51 51 34 123 40 0 155 0 43
split_gain=3.94783 4.89288 3.51806 3.66918 3.30263 6.89936 3.12116 3.04217 2.97574 2.59412 1.91322 1.8507 1.74422
threshold=0.093085000000000015 0.13612500000000002 0.087265000000000023 0.086205000000000018 -0.10925999999999998 -0.094084999999999988 -0.028269999999999997 0.091310000000000016 -1.0000000180025095e-35 -0.081294999999999992 0.10480500000000002 -0.066934999999999981 -0.028184999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 -6 -7 -8 -3 -1 11 -11 -5
right_child=-2 8 -4 12 5 6 7 -9 -10 10 -12 -13 -14
leaf_value=0.0028632768978103726 0.002264815567047304 0.00052707383690757869 -0.00097429393404505017 0.0011722531234338491 -0.0020048385970978509 0.0020659008934377954 0.00056131599894436674 0.0023135059212262398 -0.001505780767222367 -0.00043448987501923305 0.0022537283008040453 0.0012414105122475758 0.0029894767723572758
leaf_weight=54 79 66 64 59 52 79 2117 53 87 52 54 101 52
leaf_count=54 79 66 64 59 52 79 2117 53 87 52 54 101 52
internal_value=0 0.000628144 0.000698412 0.00073849 0.000682754 0.000595373 0.000655528 0.000604147 -0.000628359 0.00145281 0.00108449 0.00067132 0.00202426
internal_weight=0 2890 2737 2673 2562 2301 2249 2170 153 261 207 153 111
internal_count=2969 2890 2737 2673 2562 2301 2249 2170 153 261 207 153 111
is_linear=0
shrinkage=0.00722155


Tree=1045
num_leaves=27
num_cat=0
split_feature=1 12 1 12 1 12 13 13 12 41 12 1 13 52 1 52 4 4 12 0 12 16 4 157 52 16
split_gain=608.026 123.151 90.7772 63.0447 34.1381 32.6807 28.6146 25.175 23.8492 23.6269 15.6183 13.9236 15.4512 11.8717 19.442 19.0178 9.65778 8.00742 9.34042 7.5194 6.89431 4.49276 4.14194 3.27745 3.24493 2.93115
threshold=0.10398500000000001 0.087255000000000013 0.13216000000000003 0.056995000000000011 0.092485000000000026 -0.042789999999999988 -0.079854999999999995 -1.0000000180025095e-35 0.099680000000000005 0.075585000000000013 0.098785000000000012 0.12019000000000001 -0.079804999999999987 -1.0000000180025095e-35 0.079225000000000004 -0.091869999999999993 0.41248000000000007 -0.34140499999999996 0.090455000000000021 -0.10934999999999999 0.12631000000000003 0.064455000000000012 0.0015850000000000003 -0.077294999999999989 0.023800000000000005 -0.073554999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 10 4 13 11 -7 -6 9 17 -3 -2 -13 15 -15 -1 -8 -5 19 -19 22 24 25 -21 -20 -10
right_child=1 2 -4 8 7 6 16 -9 20 -11 -12 12 -14 14 -16 -17 -18 18 21 23 -22 -23 -24 -25 -26 -27
leaf_value=0.0042813059515566737 0.0012205019566171426 0.0045996946131787175 0.00049851788758676469 0.0053908612471639753 0.00123851227346603 0.00030252016276672612 0.0028112162577047287 0.00337745581315605 0.0045767564472660111 0.0059228536100921249 0.0031997731916643922 0.00066476695386601657 -0.00081295580678381496 0.0035375694828739417 0.0055322953642284812 0.0024737066129984593 0.0015437147329909922 0.0037803325300450421 0.0041078744747014111 0.0049729183407913879 0.003089556336832017 0.0037495467863909826 0.0035643918342351741 0.0046062200474475627 0.0045313523378439878 0.003960101942759673
leaf_weight=69 78 94 56 57 57 57 81 66 76 70 84 88 71 57 52 61 57 56 193 167 53 91 76 766 215 101
leaf_count=69 78 94 56 57 57 57 81 66 76 70 84 88 71 57 52 61 57 56 193 167 53 91 76 766 215 101
internal_value=0 0.00173895 0.0031159 0.00429816 0.00339575 0.000993051 0.00170766 0.00238644 0.0044682 0.00458258 0.0039392 0.000404974 4.7451e-06 0.00391507 0.00448941 0.00343332 0.00228787 0.00452184 0.00448853 0.00462143 0.00386444 0.00422509 0.00402667 0.00467188 0.00433109 0.00422502
internal_weight=0 666 234 2283 362 432 195 123 1921 1615 178 237 159 239 109 130 138 1545 1488 989 306 499 253 933 408 177
internal_count=2949 666 234 2283 362 432 195 123 1921 1615 178 237 159 239 109 130 138 1545 1488 989 306 499 253 933 408 177
is_linear=0
shrinkage=0.00235659


Tree=1046
num_leaves=26
num_cat=0
split_feature=13 151 34 42 11 160 2 457 151 2 15 16 43 2 13 51 1211 0 13 43 49 13 52 42 0
split_gain=5.70232 11.3436 6.30146 6.1029 7.36772 5.6345 5.5171 4.36249 8.75218 4.09086 5.44796 4.23923 3.10958 4.92861 2.78281 2.67697 2.46813 3.14316 4.55031 1.82625 1.67687 1.67009 1.45753 1.12862 1.0175
threshold=-0.077504999999999977 0.015440000000000001 -0.066379999999999981 0.078120000000000009 0.077905000000000016 -0.44494499999999998 0.14346500000000004 0.084825000000000012 -0.087699999999999986 0.11891500000000001 -0.13843999999999998 -0.10982499999999999 -0.080859999999999974 0.095195000000000016 -0.41895499999999991 -0.013119999999999998 0.083495000000000014 -0.08706499999999999 -0.092584999999999987 -0.078169999999999976 -0.008964999999999999 -0.089359999999999981 0.11534500000000002 0.087475000000000011 -0.088659999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 12 -4 14 8 -7 11 -11 -10 13 15 -1 20 17 18 -14 -20 -5 -19 -23 24 -17
right_child=1 -3 5 4 -6 7 -8 -9 9 10 -12 -13 16 -15 -16 23 -18 21 19 -21 -22 22 -24 -25 -26
leaf_value=7.0684816486978928e-05 -0.0011713427851655523 -0.0016422616684423341 0.0023649640791791474 0.0010408556018019883 0.0030626689139133792 -0.0016553441368974222 0.0015592063386492151 0.0017653800091063324 0.0015156353216335425 -0.0016091345016262589 0.00048011557655378576 0.00051756710768054365 0.00091298981386048802 0.0029783763138143712 -0.0015667714179842032 0.00081883130954157511 0.0018746039436356816 0.00011012528735330988 -4.2687234350190674e-05 -0.0015317515963934538 0.0023449685727284144 0.0015319291950430312 0.00058424213047642091 0.0012433522157262555 -0.00022917023146921213
leaf_weight=80 70 84 55 60 58 62 52 85 158 64 110 1094 99 53 58 66 52 60 54 53 69 142 84 72 55
leaf_count=80 70 84 55 60 58 62 52 85 158 64 110 1094 99 53 58 66 52 60 54 53 69 142 84 72 55
internal_value=0 0.000400153 0.000501227 0.000912292 0.00109388 0.00057318 -2.11455e-05 0.000510492 0.000438767 0.000529858 -0.000287995 0.00064357 0.000969563 0.00136867 -0.000617081 0.00110353 0.000694332 0.000569465 3.28955e-05 -0.000780829 0.00173888 0.000955732 0.00117996 0.000678549 0.000341965
internal_weight=0 1782 1698 1167 977 1628 190 1573 1488 1426 174 1252 919 375 138 322 544 492 206 107 129 286 226 193 121
internal_count=2949 1782 1698 1167 977 1628 190 1573 1488 1426 174 1252 919 375 138 322 544 492 206 107 129 286 226 193 121
is_linear=0
shrinkage=0.00569414


Tree=1047
num_leaves=29
num_cat=0
split_feature=3 2 2 15 151 3 2 16 3 15 39 2 475 42 11 3 15 13 42 15 3 15 2 42 13 13 3 13
split_gain=319.633 89.9638 82.0172 58.9284 35.3414 31.308 22.2585 22.3404 23.7117 21.9323 18.897 13.2271 10.1048 8.98 18.1035 11.1192 7.65333 7.64533 6.07471 5.85669 9.74909 4.40373 4.23434 4.22095 2.49926 2.31584 1.35916 0.579514
threshold=-0.063889999999999988 0.12026500000000001 -1.0000000180025095e-35 -0.24511999999999998 0.0045550000000000009 0.11878500000000002 0.10523 0.26538000000000006 -0.08867499999999999 -0.10271999999999999 0.098380000000000009 0.16002500000000003 -0.029109999999999997 0.091485000000000025 1.0000000180025095e-35 -0.11749 -0.031624999999999993 -0.080314999999999984 -0.075609999999999997 0.078925000000000009 -0.078484999999999985 0.090165000000000009 0.090145000000000017 0.082115000000000007 0.0040450000000000009 0.0014600000000000001 -0.078254999999999977 -0.077274999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 -1 5 12 13 8 -8 -2 11 17 -4 14 15 -5 18 -3 -14 20 -15 -21 24 -24 -17 -9 -23 -28
right_child=1 10 4 6 -6 -7 7 25 -10 -11 -12 -13 16 19 -16 22 -18 -19 -20 21 -22 26 23 -25 -26 -27 27 -29
leaf_value=0.0022906129457987683 0.0010823900775045955 0.0019634204540704965 0.0035324204545646048 0.0038940853388877679 0.0021922905380688681 0.0027921197815563418 0.0022955050695054597 0.0050522525623739965 0.0042604896052605952 0.0028362731710835959 0.00086215814100018442 0.0013306796726545007 0.0049871379375859099 0.003374581560982897 0.005898900963795045 0.0049808607704364943 0.005143971797198524 0.0030638707130832472 0.0041070132919085777 0.0052943424220225571 0.0045969706371321219 0.0043286615407002512 0.0043304585188537227 0.0049363319415785707 0.0046133609813839346 0.004460049222383378 0.0048933524044103352 0.0045639048664344126
leaf_weight=53 69 53 52 63 52 70 55 64 74 78 67 56 57 54 86 858 96 84 140 53 89 82 133 108 109 75 54 65
leaf_count=53 69 53 52 63 52 70 55 64 74 78 67 56 57 54 86 858 96 84 140 53 89 82 133 108 109 75 54 65
internal_value=0 0.00301612 0.00348907 0.00464921 0.00395359 0.00417422 0.00471102 0.00410242 0.00342289 0.00201319 0.00189916 0.00225903 0.00445458 0.004804 0.00489187 0.00482371 0.00461815 0.00263833 0.00436179 0.00450359 0.00413554 0.0047107 0.00487217 0.00460207 0.00493946 0.00473289 0.00455668 0.00471361
internal_weight=0 874 614 2075 467 415 2022 268 129 147 260 193 345 1754 1357 1271 293 137 197 397 143 254 1208 241 967 139 201 119
internal_count=2949 874 614 2075 467 415 2022 268 129 147 260 193 345 1754 1357 1271 293 137 197 397 143 254 1208 241 967 139 201 119
is_linear=0
shrinkage=0.00226508


Tree=1048
num_leaves=10
num_cat=0
split_feature=123 10 10 9 474 475 43 160 15
split_gain=6.13691 5.50987 4.16045 2.8894 3.01027 3.91352 3.51786 5.60078 4.90179
threshold=0.11107500000000002 0.057650000000000007 -0.16491499999999995 0.037245000000000007 0.10539000000000001 0.036560000000000002 -0.0019849999999999994 0.051580000000000008 -0.24511999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -8 -4
right_child=-2 -3 3 -5 -6 -7 7 -9 -10
leaf_value=-0.0008536359759443962 -0.0014370522917739735 -0.00092988182318306666 -0.00096451934282546739 0.0022475110268268036 0.0019957780164470093 0.0024436218633708709 0.00024600555985626821 0.0017664099058900249 0.00099930134156471983
leaf_weight=59 52 75 54 61 89 58 792 114 1595
leaf_count=59 52 75 54 61 89 58 792 114 1595
internal_value=0 0.00078512 0.000830724 0.000866716 0.000835518 0.000795972 0.000758543 0.00043739 0.00093495
internal_weight=0 2897 2822 2763 2702 2613 2555 906 1649
internal_count=2949 2897 2822 2763 2702 2613 2555 906 1649
is_linear=0
shrinkage=0.00641253


Tree=1049
num_leaves=24
num_cat=0
split_feature=12 13 2 4 12 43 1375 12 12 15 15 43 481 50 48 12 399 13 150 52 13 4 481
split_gain=4.53152 10.872 7.00428 15.2891 7.68808 7.67529 6.89467 8.75341 6.12633 4.78592 4.67442 3.18653 2.72859 2.75909 2.47036 3.09608 2.17466 2.56054 2.17174 1.95985 1.3589 0.876649 0.337597
threshold=0.084565000000000015 0.0083850000000000018 0.079770000000000021 -0.0048949999999999992 -0.10063999999999999 1.0000000180025095e-35 -0.07520499999999998 -0.042789999999999988 -1.0000000180025095e-35 0.13954000000000003 -0.076594999999999983 -0.030594999999999994 -0.048929999999999994 0.092625000000000013 0.11098500000000001 0.086730000000000015 0.09173000000000002 -0.13226499999999999 0.08486500000000001 0.087400000000000019 -0.08156999999999999 -0.008114999999999999 -0.08211499999999998
decision_type=2 2 2 2 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 -3 12 -9 -5 13 22 15 19 17 -17 -19 20 21 -14 -2
right_child=9 8 4 11 5 -7 7 10 -10 -11 -12 -13 14 -15 -16 16 -18 18 -20 -21 -22 -23 -24
leaf_value=-0.0029120342665334017 0.0013938112243663508 -2.4380010061941074e-05 0.0026639147081696807 -0.00028463669881626793 -0.0011683463208189042 -0.0017657854770598384 -0.00069700063888236349 0.00044860350943921071 -0.002970592361683312 -0.001038112923422041 0.0018176643086198982 0.001838317751538887 0.00070166967048676814 0.0028030108958477917 0.0020230626791096404 -0.00073011849830030768 0.0017938096673036569 0.00054161499564899277 0.0016189627742460833 0.0003731312549196633 0.0022572023373550938 0.001757426103481042 0.00068038023826911338
leaf_weight=70 54 53 76 53 66 52 100 148 59 55 296 59 64 53 60 59 58 1175 79 64 83 61 52
leaf_count=70 54 53 76 53 66 52 100 148 59 55 296 59 64 53 60 59 58 1175 79 64 83 61 52
internal_value=0 0.000272243 0.000497441 -0.000606964 0.000769892 0.00055235 0.000750072 0.000982945 -0.001577 0.00078906 0.00136146 0.000833106 0.000843067 0.00163107 0.000769456 0.000723636 0.000601989 0.000549291 0.00060954 0.00133654 0.00163265 0.00121742 0.00104446
internal_weight=0 1032 920 182 738 662 610 544 112 1917 444 112 1862 159 1703 1643 1371 1313 1254 272 208 125 106
internal_count=2949 1032 920 182 738 662 610 544 112 1917 444 112 1862 159 1703 1643 1371 1313 1254 272 208 125 106
is_linear=0
shrinkage=0.00628679


Tree=1050
num_leaves=20
num_cat=0
split_feature=131 13 2 0 158 15 15 151 1427 3 0 39 52 0 42 16 48 131 52
split_gain=4.18757 6.64186 6.43545 3.56585 5.19729 5.42162 18.1116 4.76571 4.21816 4.31337 8.43682 3.41714 3.1361 3.01643 2.99365 3.9098 3.24961 1.07367 1.07878
threshold=0.091760000000000022 -0.085234999999999991 0.17553000000000005 -0.10071499999999999 1.0000000180025095e-35 -0.0070899999999999991 0.084845000000000018 0.084725000000000009 1.0000000180025095e-35 -0.15041499999999997 0.064400000000000013 0.098100000000000007 0.057445000000000003 -0.06612999999999998 0.083120000000000013 -0.025214999999999998 0.083540000000000017 0.11540500000000002 0.084705000000000016
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 -5 12 -11 17 15 16 -1 18 -3
right_child=1 13 -4 7 -6 6 -8 -9 -10 11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0011021858708018537 0.0036603156425819099 0.0021314891199147603 -0.0019382269652041286 -0.0027851183206653142 0.0015166674056197656 -0.0047146975430713643 0.00091521862164525001 0.0025714860364800724 0.0022492347628639579 0.00039415889227916156 0.00090957086046996997 -0.0011127322649535517 0.0010196493289808166 -0.00052558877342130791 -0.0011375753792883558 0.0021888907704963739 -0.00077321902790206684 0.00059619428504690153 0.00090443684817626555
leaf_weight=84 52 87 58 59 94 55 65 64 75 1006 71 59 716 64 75 56 113 87 66
leaf_count=84 52 87 58 59 94 55 65 64 75 1006 71 59 716 64 75 56 113 87 66
internal_value=0 0.00127487 0.000440536 0.000493794 -2.69901e-05 -0.000351055 -0.00166452 0.000631522 0.000568967 0.000502982 -0.000766657 0.0005957 0.00065428 0.000866581 0.000129245 0.00050509 2.60547e-05 0.00123815 0.00160268
internal_weight=0 356 2650 2592 542 448 120 2050 1986 1911 130 1781 1722 304 328 253 197 240 153
internal_count=3006 356 2650 2592 542 448 120 2050 1986 1911 130 1781 1722 304 328 253 197 240 153
is_linear=0
shrinkage=0.00722155


Tree=1051
num_leaves=30
num_cat=0
split_feature=1 52 1 3 52 3 3 3 124 47 4 52 3 16 48 41 16 133 156 16 52 16 4 4 474 52 394 4 4
split_gain=415.385 92.1393 62.2398 29.7025 29.5341 17.062 16.2454 14.7465 12.2994 11.2052 9.43577 9.76005 9.31542 9.01058 13.3024 8.88671 7.73776 5.9092 5.97834 6.32479 13.5207 4.75661 4.7021 3.78371 3.10355 2.84986 1.64554 1.02699 0.350788
threshold=0.10123500000000001 -0.41694999999999993 0.12448500000000001 -0.073444999999999983 0.13072500000000004 -0.027864999999999997 -0.092954999999999996 0.10021000000000001 -0.083769999999999983 0.11224000000000002 0.053330000000000009 0.0030150000000000008 -0.010434999999999998 -0.33811499999999994 0.083540000000000017 0.075585000000000013 -0.20132999999999998 0.11524500000000001 0.088820000000000024 -0.0038249999999999998 0.047345000000000005 -0.085454999999999989 -0.10701499999999999 -0.085594999999999991 0.037915000000000011 0.10096500000000001 -0.014749999999999997 -0.077789999999999984 -0.086904999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 -3 8 -5 12 15 -12 -4 -7 -15 21 -14 18 19 20 -10 25 -23 28 -25 26 -1 -28 -24
right_child=1 2 9 7 -6 13 -8 -9 17 -11 11 -13 16 14 -16 -17 -18 -19 -20 -21 -22 22 23 24 -26 -27 27 -29 -30
leaf_value=0.004729178888569158 0.0040422702838571354 0.0019490450252343883 0.0013221075535026318 0.0025724967615164281 0.0037390539448944235 0.0023165924686457998 0.0036100120168798271 0.0024352062314366573 0.0029149927416730797 0.0018263091840590177 0.0030358985104861481 0.0041241775208987206 0.00081201172436281199 0.00043039571132530115 0.0018891056370294178 0.0047764459113016529 -0.00019802254993589457 0.0030619733958922772 0.0045027465535401878 0.0041609505164225706 0.0039978422677063264 0.0033503772046578565 0.0042540101086801395 0.0038899028949559867 0.0042079664036840337 0.0038819533558523966 0.0042069624146723016 0.0045447158592136095 0.0044844943538718991
leaf_weight=55 94 66 79 53 59 59 52 62 107 54 88 76 88 54 72 91 65 61 53 101 122 55 101 676 198 72 173 63 57
leaf_count=55 94 66 79 53 59 59 52 62 107 54 88 76 88 54 72 91 65 61 53 101 122 55 101 676 198 72 173 63 57
internal_value=0 0.00198748 0.00168938 0.0039021 0.00230115 0.00202108 0.0026812 0.00345759 0.00358508 0.000914953 0.00404782 0.00354037 0.000702724 0.00159991 0.00126413 0.00410181 0.000382757 0.0037059 0.00380839 0.0036968 0.00349199 0.00405946 0.00398564 0.00401947 0.00396199 0.00428044 0.00437895 0.00429723 0.00433731
internal_weight=0 742 648 2264 362 303 118 559 497 286 1705 164 232 185 126 1541 153 444 383 330 229 1450 1087 1032 874 363 291 236 158
internal_count=3006 742 648 2264 362 303 118 559 497 286 1705 164 232 185 126 1541 153 444 383 330 229 1450 1087 1032 874 363 291 236 158
is_linear=0
shrinkage=0.00222067


Tree=1052
num_leaves=13
num_cat=0
split_feature=10 4 0 1348 48 150 481 3 474 4 43 3
split_gain=5.75913 3.78827 6.01282 4.18682 4.51503 3.54116 3.23054 3.32267 3.7936 2.90666 1.74806 1.46393
threshold=-0.089679999999999982 -0.17568999999999999 0.040570000000000002 0.084895000000000012 -0.084204999999999988 0.11614000000000001 -0.086574999999999985 -0.073614999999999986 0.087070000000000022 -0.10701499999999999 -1.0000000180025095e-35 -0.24149499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -6 9 -9 -8 -4 -12
right_child=1 3 10 -5 5 -7 7 8 -10 -11 11 -13
leaf_value=-0.001125158994103582 0.0032385829586434444 0.0024700478080501645 -0.00019767295772312634 -0.001243086306444219 -0.00071971295504132343 0.0018623292994872577 -0.00059380979165091371 0.00032796598242442723 -0.0013227012453093305 0.00076800527426733464 0.00041859397618990922 0.001870662410357522
leaf_weight=84 58 53 52 55 90 84 70 711 65 1563 53 68
leaf_count=84 58 53 52 55 90 84 70 711 65 1563 53 68
internal_value=0 0.000611655 0.00141567 0.000542612 0.000579897 0.000541086 0.000496647 0.000542119 0.000189611 0.000709587 0.000804113 0.00123521
internal_weight=0 2922 231 2691 2636 2583 2499 2409 776 1633 173 121
internal_count=3006 2922 231 2691 2636 2583 2499 2409 776 1633 173 121
is_linear=0
shrinkage=0.00654078


Tree=1053
num_leaves=28
num_cat=0
split_feature=4 2 12 3 43 43 12 4 4 11 11 10 3 4 2 2 16 2 42 3 4 12 50 16 4 1213 43
split_gain=440.146 133.208 69.4103 25.5409 33.3908 28.9085 20.6688 15.3428 13.3799 13.1147 12.8625 12.2893 9.45022 9.43527 17.8331 8.92169 8.24177 8.22088 7.54782 4.76455 4.64953 4.38267 3.86765 2.58465 3.18199 1.86057 1.52576
threshold=0.31392000000000003 0.13388500000000003 0.056995000000000011 0.11995000000000001 -0.069434999999999983 -0.116045 0.090285000000000018 0.018150000000000003 0.043640000000000005 1.0000000180025095e-35 0.080705000000000013 -1.0000000180025095e-35 0.13772500000000001 -0.078249999999999986 0.087665000000000007 0.12551500000000002 -0.073554999999999995 0.092385000000000009 0.086375000000000021 -0.097199999999999995 -0.013125 0.098785000000000012 0.088585000000000011 -0.088604999999999975 -0.00045499999999999995 -0.077324999999999991 -0.076744999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 9 -3 10 17 16 -2 15 -6 -15 18 22 23 -13 -18 -7 26 -8 25 -25 -4 -10
right_child=11 7 6 -5 13 20 8 -9 21 -11 -12 12 -14 14 -16 -17 19 -19 -20 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=0.0060332863229160564 0.0015538619024222523 0.0026333102799056579 0.0062777527985922645 0.0034779779353691746 0.0066891031574204561 0.0041791657990059537 0.0065890527335409708 0.0044298543922706018 0.0059661607445130049 0.0074596674504987959 0.0071003830589773595 0.0040662303306040135 0.0020096677377014899 0.0066061503172715665 0.0048735393524450841 0.0023676194670373559 0.0051127002035032329 0.005600492040626002 0.0028084909685927029 0.0058777707777075078 0.0031127426971119935 0.0048326974064631404 0.0059703283191181213 0.0064341616672079424 0.0058070937378548191 0.0068406812419212776 0.0053323009267973931
leaf_weight=52 57 80 54 57 79 60 168 54 54 84 78 79 63 69 97 64 65 83 55 387 52 76 118 639 61 169 52
leaf_count=52 57 80 54 57 79 60 168 54 54 84 78 79 63 69 97 64 65 83 55 387 52 76 118 639 61 169 52
internal_value=0 0.00588665 0.00601933 0.00511106 0.00533858 0.00442926 0.00622203 0.0033575 0.00595115 0.00647003 0.00609366 0.00264943 0.00288858 0.00594715 0.00559389 0.00316809 0.00598722 0.00638736 0.0035502 0.00576781 0.00368429 0.00531205 0.00633387 0.00645809 0.00637956 0.00670449 0.00565547
internal_weight=0 2688 2554 466 409 164 2088 134 998 1090 816 318 261 245 166 198 738 1006 134 452 112 182 286 923 700 223 106
internal_count=3006 2688 2554 466 409 164 2088 134 998 1090 816 318 261 245 166 198 738 1006 134 452 112 182 286 923 700 223 106
is_linear=0
shrinkage=0.00260187


Tree=1054
num_leaves=26
num_cat=0
split_feature=1 155 47 48 3 1 15 124 12 11 3 457 12 12 3 1 15 16 3 3 155 12 43 15 12
split_gain=325.86 65.9496 41.6043 26.0465 22.844 21.7794 17.6578 16.7251 15.0818 20.5226 19.6986 12.2797 9.58984 7.66797 6.30568 5.36976 4.85181 6.51736 3.58962 3.50472 3.19346 2.76131 2.39299 2.30321 1.21694
threshold=0.10075500000000003 0.088680000000000023 0.078345000000000012 0.11427000000000001 0.10021000000000001 0.121715 -0.094389999999999988 -0.083769999999999983 0.093125000000000013 1.0000000180025095e-35 -0.115685 0.083995000000000014 -0.10063999999999999 0.11819000000000002 -0.010434999999999998 0.11805500000000001 -0.033234999999999994 -0.074904999999999985 -0.084524999999999975 -0.016814999999999997 0.085890000000000008 0.090285000000000018 -0.065749999999999989 0.090165000000000009 0.097510000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 15 7 6 -2 -1 9 10 -9 19 -7 16 -14 -4 18 23 -10 -8 21 -12 -19 -18 -20
right_child=1 -3 3 -5 -6 12 11 8 13 -11 20 -13 14 -15 -16 -17 17 22 24 -21 -22 -23 -24 -25 -26
leaf_value=0.0024169194023867138 0.001068204942288181 0.0036453895870768899 0.0034080365326468985 0.0015489256808917105 0.0022344512952157743 0.0017223193536810954 0.0029817285305730086 0.0024487438306578266 0.00263802596890145 0.0045392258616651273 0.0036382595611186069 0.001420191724131808 0.0011364950005388547 0.0026292182225833203 0.00038426849235686632 0.0025597147307114898 0.0041575160329497011 0.0035441129903167386 0.0030315111636076207 0.0022438584906967632 0.0041096819743658957 0.0033842069723262059 0.003081816156464144 0.0036141751394309632 0.0034157812857376377
leaf_weight=57 82 81 73 74 60 52 53 61 54 94 1122 52 86 71 95 52 52 72 60 52 52 208 127 84 80
leaf_count=57 82 81 73 74 60 52 53 61 54 94 1122 52 86 71 95 52 52 72 60 52 52 208 127 84 80
internal_value=0 0.0019308 0.00172379 0.00249525 0.00345988 0.00139849 0.00182519 0.00349338 0.00352208 0.00362778 0.00356839 0.00222042 0.000960719 0.0032513 0.000741799 0.00305531 0.00333475 0.00348183 0.00308067 0.00261651 0.00361779 0.00359854 0.00324919 0.00382208 0.00325125
internal_weight=0 752 671 199 2254 472 239 2194 2137 1537 1443 157 233 600 181 125 529 335 194 105 1382 1330 199 136 140
internal_count=3006 752 671 199 2254 472 239 2194 2137 1537 1443 157 233 600 181 125 529 335 194 105 1382 1330 199 136 140
is_linear=0
shrinkage=0.00201133


Tree=1055
num_leaves=21
num_cat=0
split_feature=16 4 13 16 16 15 15 4 4 11 11 2 40 16 13 15 4 43 160 43
split_gain=4.5382 6.70905 9.90291 4.47241 6.68289 7.51468 5.65438 7.56382 4.48464 3.43489 7.67759 6.30954 2.89027 3.33202 5.09362 6.20144 4.98912 3.01932 2.41442 1.62039
threshold=-0.54752499999999993 0.036605000000000006 0.14953500000000003 -0.078829999999999983 0.51041000000000014 -0.094489999999999977 -0.50173499999999993 0.42642000000000008 0.31392000000000003 0.079700000000000007 0.087505000000000013 -1.0000000180025095e-35 -0.051069999999999997 -0.07027499999999999 -0.057284999999999996 0.015700000000000002 -0.096364999999999992 -0.085504999999999984 0.067415000000000017 -0.029255
decision_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 6 5 -5 -3 8 19 11 -11 -2 -13 16 17 -16 -14 -15 -18 -8
right_child=1 2 -4 4 -6 -7 7 -9 -10 10 -12 12 13 14 15 -17 18 -19 -20 -21
leaf_value=0.002576015079786931 -0.00068841583885790908 -0.0010573070493055347 -0.002391393427218772 6.293362355012858e-05 0.0010428071436493073 -0.0030599432470498982 0.00070670016028069322 0.0033741390392025539 -0.00060801400289275205 0.0039074001475284384 0.00064301852912600937 0.0022219999557832855 0.0030915797145226773 0.0018150663206446176 -0.00047816316625247699 0.0012404858715656078 0.0012199925243310151 0.0008099836819968479 -0.00020775941793575907 0.0017877181323026293
leaf_weight=62 94 53 53 81 99 52 119 55 72 52 69 78 57 163 246 133 750 502 52 110
leaf_count=62 94 53 53 81 99 52 119 55 72 52 69 78 57 163 246 133 750 502 52 110
internal_value=0 0.000822048 0.000272312 0.000492662 -0.000218296 -0.00115753 0.000896112 0.00118712 0.000787273 0.00099575 0.00204646 0.000934447 0.00101149 0.000961835 0.000718288 0.000124771 0.00125775 0.00105645 0.00112733 0.00122627
internal_weight=0 2890 694 641 232 133 409 356 301 2196 121 2075 1981 1903 1044 379 859 665 802 229
internal_count=2952 2890 694 641 232 133 409 356 301 2196 121 2075 1981 1903 1044 379 859 665 802 229
is_linear=0
shrinkage=0.00641253


Tree=1056
num_leaves=29
num_cat=0
split_feature=1 2 12 2 2 49 14 12 1 12 12 15 12 12 15 52 3 15 3 15 0 3 12 12 403 0 47 43
split_gain=315.931 87.9483 61.2854 30.1656 25.2539 24.1295 19.4399 18.4129 16.8121 13.6741 13.1748 12.211 10.6299 8.99061 8.45926 6.39341 5.77047 5.35495 8.64883 4.61792 4.34875 3.97338 4.40283 3.32579 2.69042 2.58991 2.55716 2.3702
threshold=0.098395000000000024 0.14253500000000002 -1.0000000180025095e-35 0.11487000000000001 0.13388500000000003 -0.04695499999999999 0.064610000000000015 1.0000000180025095e-35 0.092485000000000026 0.10682000000000001 -0.089399999999999993 -0.24511999999999998 0.086155000000000023 -0.0066799999999999993 -0.074729999999999977 -0.054584999999999995 -0.11151499999999999 1.0000000180025095e-35 -0.097574999999999981 0.090075000000000002 -0.038724999999999989 -0.095009999999999983 0.085655000000000023 0.092085000000000014 -0.0013449999999999998 -0.085674999999999987 0.096475000000000019 -0.082204999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 10 5 6 -4 7 8 13 16 -2 -3 21 -1 -5 -12 -7 18 -14 24 -15 -9 25 -20 -19 -23 -18 -21
right_child=1 11 3 14 -6 9 -8 12 -10 -11 15 -13 17 20 -16 -17 26 19 23 27 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=0.0043482346737098165 0.0023013814386867314 0.0013946332653719624 0.0023070661794192919 0.0017440542160717389 0.0025131151094252746 0.0047207532529639166 0.0051487133701650263 0.0049783334128692697 0.0024833226433387226 0.0028645599058936258 0.0017409758504595004 -3.0186507585030097e-05 0.0031790364734152303 0.0030542778946357901 0.0029057170208257065 0.00066909645030987217 0.0041336578812907294 0.0041929996565256483 0.004127882949283867 0.0036013182066528693 0.0038980870966025712 0.0043767817292548758 0.0048724823625747983 0.0037607538825677675 0.0046214805327829712 0.003972761805182288 0.0035501708954061516 0.0040636036416317779
leaf_weight=87 103 56 64 71 52 54 81 54 62 57 54 63 80 71 55 56 84 206 281 67 53 228 64 219 114 122 68 326
leaf_count=87 103 56 64 71 52 54 81 54 62 57 54 63 80 71 55 56 84 206 281 67 53 228 64 219 114 122 68 326
internal_value=0 0.00239881 0.00271302 0.003175 0.00404318 0.00353085 0.00408079 0.00403825 0.00350105 0.00382856 0.00173038 0.000640118 0.00412151 0.00379998 0.00225132 0.00119551 0.00409518 0.00401751 0.00385847 0.00414685 0.00341513 0.00440881 0.00433447 0.00396713 0.00434572 0.00423602 0.00387278 0.00398485
internal_weight=0 785 666 453 2167 327 2115 2034 273 263 213 119 1761 211 126 110 206 1293 580 713 124 468 414 500 320 350 152 393
internal_count=2952 785 666 453 2167 327 2115 2034 273 263 213 119 1761 211 126 110 206 1293 580 713 124 468 414 500 320 350 152 393
is_linear=0
shrinkage=0.00222067


Tree=1057
num_leaves=22
num_cat=0
split_feature=48 16 2 51 448 15 15 4 4 13 52 49 156 12 13 12 4 52 4 52 52
split_gain=5.0428 3.87288 9.82484 5.48194 4.47001 4.11951 9.12293 16.3664 15.8973 5.77154 3.91297 4.80136 4.55467 3.59455 5.03327 3.89445 2.66965 2.47807 2.53705 1.8062 1.66952
threshold=0.13991500000000004 -0.071129999999999985 0.14073000000000005 0.11728000000000001 -0.075979999999999978 0.021950000000000001 -0.010069999999999997 -0.42305999999999994 -0.018964999999999999 -0.084964999999999985 -0.085009999999999988 -0.011519999999999997 0.085435000000000011 -0.098524999999999988 -0.17030499999999998 -0.083979999999999985 -0.09390999999999998 -0.047784999999999987 -0.090174999999999991 -0.54159499999999994 -0.0073749999999999987
decision_type=2 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 6 10 19 -9 -7 11 -6 -12 -1 -15 -16 -11 -17 -19 -8 -18
right_child=-2 2 -4 -5 5 9 7 8 -10 16 12 -13 -14 14 15 17 20 18 -20 -21 -22
leaf_value=0.0025970869571708072 -0.0010738223557740566 0.0024370817298810478 -0.0019686366596553301 0.0030593187635887596 0.003218788782541854 0.0032343101763992257 0.00029677430991107817 -0.0044983506865668771 -0.00011657232886690209 0.002323319140433832 -3.3657665807641042e-05 0.0010571141568199555 0.0015132195377279111 -0.00073653285578701517 -0.00038006816811588851 4.8859002751729794e-05 -0.00034805095402259831 0.0024844128154714795 0.0011945597294632415 0.0019078689483889195 0.00095089714666383876
leaf_weight=64 55 68 57 63 52 56 52 63 81 52 273 286 116 67 71 75 52 70 983 70 226
leaf_count=64 55 68 57 63 52 56 52 63 81 52 273 286 116 67 71 75 52 70 983 70 226
internal_value=0 0.000924857 0.000694587 0.00117343 0.000799544 0.000718745 0.000495741 -0.000540547 -0.00203409 0.00129225 0.000875002 0.00138989 0.000427442 0.00108404 0.0010075 0.00110501 0.000962475 0.00119855 0.00128037 0.00122175 0.000707677
internal_weight=0 2897 1504 1393 1447 1379 993 266 144 386 727 338 389 1330 1266 1199 330 1128 1053 122 278
internal_count=2952 2897 1504 1393 1447 1379 993 266 144 386 727 338 389 1330 1266 1199 330 1128 1053 122 278
is_linear=0
shrinkage=0.00654078


Tree=1058
num_leaves=10
num_cat=0
split_feature=3 2 2 2 150 15 3 3 15
split_gain=4.2002 4.21652 4.29245 4.14469 5.18406 4.12848 2.58077 4.66501 4.32637
threshold=0.35004500000000011 -0.085784999999999986 -1.0000000180025095e-35 0.14870000000000003 -0.090139999999999984 -0.088184999999999986 0.12745000000000004 0.10402500000000002 -0.40166999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -3 7 8 -6
right_child=-2 2 3 -5 6 -7 -8 -9 -10
leaf_value=0.0026451472249591928 -0.00095598990980117957 0.00093472986626384508 0.0029956773782544932 -0.00067308452449028661 -0.0010846633593918078 -0.0021233516745286095 0.0022674441775346783 -0.00096686312433043331 0.0010074126227781316
leaf_weight=85 74 52 77 94 62 56 86 80 2286
leaf_count=85 74 52 77 94 62 56 86 80 2286
internal_value=0 0.000929562 0.000877322 0.000938794 0.000997304 -0.000650169 0.000936064 0.000888872 0.000952135
internal_weight=0 2878 2793 2685 2591 108 2514 2428 2348
internal_count=2952 2878 2793 2685 2591 108 2514 2428 2348
is_linear=0
shrinkage=0.00781684


Tree=1059
num_leaves=13
num_cat=0
split_feature=13 12 454 43 13 13 13 4 97 14 401 12
split_gain=3.51808 3.63972 3.10797 2.73367 6.78343 3.94247 3.36845 2.77896 2.67552 2.57376 2.26737 1.30596
threshold=0.25137000000000004 -0.14392999999999997 -0.080339999999999981 0.071345000000000006 -0.16140499999999997 -0.11760499999999999 0.015030000000000002 -0.074254999999999988 -0.0047149999999999996 0.073890000000000011 0.086035000000000014 0.094730000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 7 -7 -6 10 -10 -9
right_child=-2 2 3 5 8 6 -8 11 9 -11 -12 -13
leaf_value=0.0020403977023901077 -0.00061064311607601101 0.0021853954465246199 -0.0011727903331134335 0.0026151062558655157 -0.00073458242771659642 0.0015154216564006034 0.0019633976462141295 -0.0010730085164132477 0.00052001449556871211 0.0019042440243982499 0.00128457540086707 0.0003426405837630788
leaf_weight=79 97 53 98 64 64 52 72 52 2015 65 181 60
leaf_count=79 97 53 98 64 64 52 72 52 2015 65 181 60
internal_value=0 0.000655632 0.000616199 0.00058563 0.000512656 0.00117478 0.000783891 0.000265634 0.000583729 0.000621076 0.000583063 -0.000314002
internal_weight=0 2855 2776 2723 2423 300 236 164 2325 2261 2196 112
internal_count=2952 2855 2776 2723 2423 300 236 164 2325 2261 2196 112
is_linear=0
shrinkage=0.00654078


Tree=1060
num_leaves=25
num_cat=0
split_feature=1 3 2 2 2 123 2 2 3 3 0 0 2 1429 160 1 0 160 42 160 52 131 0 3
split_gain=382.619 78.4501 37.4472 55.4951 34.9182 29.9272 25.5028 21.397 11.1344 11.7359 9.47374 8.77833 9.07352 8.43506 6.68688 6.53201 5.7184 5.71497 5.31137 5.26186 5.06864 4.8539 3.95032 3.43607
threshold=0.10404000000000001 -0.049204999999999992 0.16730000000000003 -1.0000000180025095e-35 0.11426500000000002 1.0000000180025095e-35 0.10928500000000001 0.09167500000000002 0.085880000000000012 0.18595000000000003 -0.016414999999999996 -0.14820499999999998 0.13388500000000003 0.084710000000000021 0.043720000000000009 0.083065000000000014 -0.11167499999999998 0.0065900000000000012 0.079335000000000003 0.10446500000000002 -0.088284999999999988 0.091385000000000008 -0.071379999999999985 -0.10067
decision_type=2 2 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 10 7 -5 13 -8 -10 21 -9 15 14 16 17 -1 18 -13 -19 -16 -2 23 -18
right_child=1 2 -4 6 -6 -7 8 11 9 -11 -12 12 -14 -15 20 -17 22 19 -20 -21 -22 -23 -24 -25
leaf_value=0.0061154611924837954 0.0056981365557026839 0.0010580206422443016 0.00054083546369393235 0.0044912555096823896 0.0028111131786512991 0.0036953808008944791 0.0019272951028935421 0.0039111149053607207 0.0039288924580081425 0.0024579097148897319 0.0039229203030091845 0.0044670338368493307 0.0039573010070857225 0.0046789574435314148 0.0053887358878626753 0.0057167050312531909 0.0049216759236280589 0.0058111631133176116 0.0050446134346790574 0.0047966803032394182 0.0044879995433166082 0.0046697206091308816 0.0060404174939076866 0.0054640368757270154
leaf_weight=91 60 97 59 76 82 83 64 55 68 68 53 178 53 96 83 78 80 78 230 55 75 56 70 994
leaf_count=91 60 97 59 76 82 83 64 55 68 68 53 178 53 96 83 78 80 78 230 55 75 56 70 994
internal_value=0 0.00303892 0.00239272 0.00268558 0.00415099 0.00517081 0.00325748 0.00522606 0.00278851 0.0031936 0.00480095 0.00487399 0.00495276 0.00539794 0.00544747 0.00503795 0.00550964 0.00494004 0.0047927 0.00539184 0.00496134 0.00520189 0.00546142 0.00542366
internal_weight=0 683 432 373 251 2299 276 2216 200 136 169 727 672 1489 1393 619 1235 541 408 133 158 116 1144 1074
internal_count=2982 683 432 373 251 2299 276 2216 200 136 169 727 672 1489 1393 619 1235 541 408 133 158 116 1144 1074
is_linear=0
shrinkage=0.00250084


Tree=1061
num_leaves=10
num_cat=0
split_feature=9 33 2 13 13 1443 13 14 12
split_gain=6.67657 10.6526 9.98993 8.07203 5.25546 3.74032 3.5656 2.5953 2.60686
threshold=0.093040000000000012 0.082505000000000009 -0.0098549999999999974 -0.011809999999999999 0.26746000000000009 0.084655000000000022 0.23904000000000003 -0.31893999999999995 -0.11319999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -4 -9
right_child=-2 -3 4 -5 -6 -7 -8 8 -10
leaf_value=0.00051613597204825073 -0.0016681485820288337 0.0038442723192643529 -0.00048564712928975151 -0.0031880616891794681 0.0025574759225305806 0.0023534210861692897 -0.0010053246674502257 0.0022643010347292341 0.00076545853554473508
leaf_weight=56 52 52 75 53 78 67 54 55 2440
leaf_count=56 52 52 75 53 78 67 54 55 2440
internal_value=0 0.000791362 0.000736176 -0.00128432 0.000815738 0.000765226 0.000724646 0.000761024 0.000798528
internal_weight=0 2930 2878 109 2769 2691 2624 2570 2495
internal_count=2982 2930 2878 109 2769 2691 2624 2570 2495
is_linear=0
shrinkage=0.00680503


Tree=1062
num_leaves=18
num_cat=0
split_feature=4 15 0 4 41 41 3 14 1374 157 15 151 447 50 3 15 2
split_gain=4.75796 7.1168 7.67939 6.44286 4.75928 4.4407 4.27865 3.85715 2.80408 4.15877 10.3516 3.37944 3.42448 2.12638 1.91642 1.1378 1.6426
threshold=0.27258000000000004 -0.43091499999999999 -0.10462499999999998 0.51292000000000015 0.075585000000000013 0.089835000000000012 0.110335 0.05884000000000001 0.088035000000000016 -0.080299999999999996 -0.0073449999999999991 0.053170000000000002 0.085990000000000011 0.13265500000000002 0.0035100000000000005 -0.082809999999999981 0.088065000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 -2 7 -6 -3 8 9 10 15 12 13 -11 -5 -1 -17
right_child=1 2 -4 14 5 -7 -8 -9 -10 11 -12 -13 -14 -15 -16 16 -18
leaf_value=0.0013754590783491285 0.0025234425610908577 0.0013748268085952502 -0.0023610282272584567 0.00078352378075776839 0.0029260597896636083 0.00055300878111378023 -0.0011020734933998592 -0.00097439012623102726 0.0019173154993608122 0.0006588526474073644 -0.0020147916938069131 -0.00056010659634389147 0.0022422928240336966 0.0017846280777784112 -0.00085875506697986252 -0.00025440012715741096 0.0011549190773494649
leaf_weight=58 56 54 81 53 66 55 52 58 63 1923 78 79 56 66 55 75 54
leaf_count=58 56 54 81 53 66 55 52 58 63 1923 78 79 56 66 55 75 54
internal_value=0 -0.000110076 -0.000932142 0.000826878 0.000653743 0.00184794 0.000159123 0.000596147 0.000633324 0.000599436 -0.000128399 0.000690275 0.000738611 0.000696242 -5.22127e-05 0.000658087 0.000335037
internal_weight=0 351 187 164 2631 121 106 2510 2452 2389 265 2124 2045 1989 108 187 129
internal_count=2982 351 187 164 2631 121 106 2510 2452 2389 265 2124 2045 1989 108 187 129
is_linear=0
shrinkage=0.00616352


Tree=1063
num_leaves=19
num_cat=0
split_feature=43 10 11 3 3 43 2 12 455 2 3 0 43 2 12 2 43 2
split_gain=4.43165 3.99361 3.4572 3.88392 3.66837 3.36251 7.27423 5.08367 3.65891 3.62589 5.33089 13.4096 2.81144 2.46081 1.09859 1.67767 1.32832 0.942341
threshold=-0.50775499999999985 -0.089679999999999982 1.0000000180025095e-35 -0.15415499999999996 -0.23098999999999997 0.0031350000000000002 0.095965000000000009 0.089085000000000011 0.087505000000000013 0.12750000000000003 0.10402500000000002 -0.13843999999999998 -0.057539999999999994 0.11366500000000002 0.089995000000000006 0.087445000000000009 0.22431000000000004 0.11165000000000001
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 8 14 -8 9 10 13 -12 -11 -3 15 -7 -16 -9
right_child=1 2 3 -5 -6 6 7 17 -10 12 11 -13 -14 -15 16 -17 -18 -19
leaf_value=0.0021273684855040087 -0.00083580049343902427 0.00055705582181908727 0.0016439435189528416 0.002644043451621233 -0.00041889682244202375 0.00062203293581283479 -0.0025648862003579895 0.00017517283606610567 0.0021234984134083849 0.0024583577376148854 0.00072108492464117427 -0.0029977790808507717 0.00071789822526413982 -0.00056195573945139155 0.0013522207606801188 -0.00072728634104170351 0.00019109678307095354 -0.00089143635976299891
leaf_weight=60 91 1713 72 56 60 103 56 66 53 59 98 59 88 78 95 53 62 60
leaf_count=60 91 1713 72 56 60 103 56 66 53 59 98 59 88 78 95 53 62 60
internal_value=0 0.000434865 0.000475732 0.00128349 0.00070579 0.000418251 -3.95851e-05 -0.00101955 0.000523788 0.000483287 0.000412801 -0.000676031 0.0014169 0.000508285 0.000530026 0.000163189 0.000894107 -0.000332214
internal_weight=0 2922 2831 188 132 2643 495 182 2148 2095 1948 157 147 1791 313 156 157 126
internal_count=2982 2922 2831 188 132 2643 495 182 2148 2095 1948 157 147 1791 313 156 157 126
is_linear=0
shrinkage=0.00616352


Tree=1064
num_leaves=28
num_cat=0
split_feature=1 52 1 12 10 4 123 3 4 12 4 1 12 3 4 4 15 3 3 15 0 43 12 52 12 13 3
split_gain=378.845 77.9539 53.4073 46.556 35.8236 27.2406 25.355 20.2695 29.1919 17.5985 14.6387 14.1437 13.9595 10.879 15.9475 8.03006 7.55433 13.8016 13.75 6.83673 4.82955 4.23292 4.09769 3.60043 2.34143 2.32551 1.10837
threshold=0.10404000000000001 -0.24841999999999997 0.12419000000000001 0.088325000000000015 -0.088499999999999981 0.40052000000000004 1.0000000180025095e-35 0.092005000000000017 -0.072004999999999986 0.098785000000000012 0.056815000000000011 0.11319000000000001 0.091445000000000012 -0.14326499999999995 -0.095479999999999982 0.053925000000000008 0.039965000000000007 -0.099169999999999994 -0.14719499999999996 -0.43091499999999999 -0.085719999999999977 0.0015200000000000003 0.085380000000000011 0.13248000000000001 0.085075000000000026 -0.0073899999999999999 -0.074234999999999982
decision_type=2 2 2 2 2 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 -4 -6 7 12 -9 -5 -3 -12 16 -14 -15 23 18 -18 -1 -7 24 25 -22 -16 -19 -20 -17
right_child=1 2 4 9 5 19 -8 8 -10 -11 11 -13 13 14 15 26 17 20 21 -21 22 -23 -24 -25 -26 -27 -28
leaf_value=0.0031962406945441383 0.0042072107811338662 0.0015245171516342496 -6.2759530432021914e-05 0.0046574348845414767 0.0028308645301406252 0.0016671949747586697 0.0030072694978220882 0.0044125641485574492 0.0023020096705039209 0.0029581859286917501 0.0034157579873438063 0.0019527752931065984 0.0048865241312159094 0.0028176241452957259 0.0042273701974133758 0.0037147082621079739 0.0054935308905568643 0.0049570644220746788 0.0042757227624549594 0.00073372249811541851 0.003821614837574038 0.0037265457628270241 0.0043907247501157815 0.0038116173846742514 0.0044999795656034645 0.0045896129965767671 0.0033018145880576093
leaf_weight=54 88 100 57 53 74 79 83 56 59 54 53 64 57 52 411 66 59 84 467 61 69 53 297 119 124 136 53
leaf_count=54 88 100 57 53 74 79 83 56 59 54 53 64 57 52 411 66 59 84 467 61 69 53 297 119 124 136 53
internal_value=0 0.00236869 0.00209673 0.00267019 0.00141105 0.00180371 0.00414374 0.00418629 0.00332995 0.00380008 0.00211295 0.00261569 0.00423316 0.00400575 0.0039341 0.00402352 0.00436149 0.00452818 0.00421285 0.00126063 0.00442891 0.0042965 0.00428349 0.00413406 0.00468468 0.00434655 0.003531
internal_weight=0 683 595 324 271 214 2299 2216 115 107 217 117 2101 758 701 649 1343 633 710 140 574 656 366 530 208 603 119
internal_count=2982 683 595 324 271 214 2299 2216 115 107 217 117 2101 758 701 649 1343 633 710 140 574 656 366 530 208 603 119
is_linear=0
shrinkage=0.00209259


Tree=1065
num_leaves=21
num_cat=0
split_feature=3 3 43 15 3 41 43 13 52 43 13 15 3 3 3 15 16 15 15 3
split_gain=190.373 72.6841 61.1874 35.5069 15.1371 14.5108 13.8411 13.2438 12.4632 10.7015 10.9646 9.0224 7.79708 14.6646 10.476 6.6291 5.2528 4.94591 4.73373 4.72951
threshold=-0.049204999999999992 0.28833000000000003 -0.041049999999999996 -0.24511999999999998 0.10402500000000002 0.081500000000000017 0.0049250000000000014 -0.47365999999999991 -0.082894999999999983 -0.22971499999999997 -0.009244999999999998 0.12961500000000001 -0.14719499999999996 -0.11749 -0.18945499999999996 -0.097454999999999986 -0.16956499999999999 -0.037394999999999991 -0.17840999999999999 -0.096099999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 -1 6 11 8 -3 -4 -2 18 12 14 -14 -5 -10 -15 -6 -11 -18
right_child=1 7 4 5 17 -7 -8 -9 15 10 -12 -13 13 16 -16 -17 19 -19 -20 -21
leaf_value=0.0019535318227147142 0.0027531952014354807 0.0015577934205462233 0.0048286858062117095 0.0039767479092796092 0.0030439426917374789 0.002807363592926897 0.0026298663000924754 -8.5191115298011676e-05 0.0042032733687199448 0.0013579217320970015 0.00050726692056010387 0.0028812128446823689 0.0025737354699685955 0.0033457408689732612 0.005375136907041638 0.003066675450244622 0.0035188417349872056 0.0021085312330391434 0.0022285174808552642 0.0039961884094163926
leaf_weight=63 54 54 70 92 85 79 63 71 54 72 52 53 52 94 53 80 143 61 86 1525
leaf_count=63 54 54 70 92 85 79 63 71 54 72 52 53 52 94 53 80 143 61 86 1525
internal_value=0 0.00237674 0.00270025 0.00380419 0.00330143 0.00385994 0.00365573 0.000624365 0.00397241 0.00175967 0.00150407 0.00390125 0.00392884 0.00388412 0.00448807 0.00352491 0.00392278 0.0026533 0.00183196 0.00395528
internal_weight=0 802 677 2154 413 2091 267 125 204 264 210 2012 1959 1814 145 134 1762 146 158 1668
internal_count=2956 802 677 2154 413 2091 267 125 204 264 210 2012 1959 1814 145 134 1762 146 158 1668
is_linear=0
shrinkage=0.00250084


Tree=1066
num_leaves=22
num_cat=0
split_feature=1 3 2 124 2 2 2 2 14 0 1 12 12 13 3 15 13 15 1 1429 0
split_gain=858.009 161.846 68.3497 67.9618 44.4166 33.4628 31.9556 52.9097 26.3579 28.5503 35.7997 17.583 12.0288 9.94448 5.08192 4.9661 10.5089 4.81807 4.34428 4.05332 3.59699
threshold=0.10404000000000001 -0.049204999999999992 0.17553000000000005 -0.082254999999999981 0.11426500000000002 0.123795 -1.0000000180025095e-35 0.11454500000000002 0.073890000000000011 -0.10594499999999998 0.083670000000000008 0.090335000000000013 0.10125500000000003 -0.0073899999999999999 -0.11017499999999998 1.0000000180025095e-35 0.0048350000000000008 0.091195000000000012 0.12963000000000002 0.082890000000000005 -0.11825999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 6 -1 12 8 -3 -8 9 10 20 14 -2 18 -11 16 -13 -17 -9 -16 -5
right_child=1 2 -4 5 -6 -7 7 13 -10 11 -12 15 -14 -15 19 17 -18 -19 -20 -21 -22
leaf_value=0.0025355186167630352 0.0044009402474099501 -2.277541553140636e-05 -0.0016280291437572657 0.0051761851805476947 0.0017523348085826448 0.0030941248005469527 0.0028719625882548485 0.00078191602110689316 0.006011057639741752 0.0042741710011382399 0.0029084634871990199 0.0040143052525569633 0.0030880004096387297 0.001431659806241414 0.0049504112643775945 0.0050455308458689412 0.0048726683447860592 0.0045164897700818449 -0.0001621743799395546 0.0053639850756153316 0.004357030036032712
leaf_weight=81 94 95 55 60 79 68 100 52 84 53 103 224 62 71 870 135 116 296 52 150 56
leaf_count=81 94 95 55 60 79 68 100 52 84 53 103 224 62 71 870 135 116 296 52 150 56
internal_value=0 0.00162575 0.000774919 0.0046148 0.00316438 0.00469083 0.00113218 0.00153126 0.00474139 0.00468968 0.00390039 0.0047834 0.00387929 0.000764997 0.00497487 0.00451691 0.00430723 0.00468226 0.000309634 0.00501126 0.00478094
internal_weight=0 660 425 2296 235 2215 370 275 2147 2063 219 1844 156 175 1073 771 340 431 104 1020 116
internal_count=2956 660 425 2296 235 2215 370 275 2147 2063 219 1844 156 175 1073 771 340 431 104 1020 116
is_linear=0
shrinkage=0.00231039


Tree=1067
num_leaves=18
num_cat=0
split_feature=4 160 12 4 1374 51 40 159 475 12 475 4 4 13 49 474 51
split_gain=6.84089 5.78335 3.62181 3.67128 3.14036 3.22588 4.60907 3.25034 6.74995 3.27963 3.10455 3.02078 2.96163 2.85255 2.67764 2.65461 1.39458
threshold=0.31392000000000003 -0.075199999999999975 -0.090069999999999997 0.50027500000000014 -0.033639999999999996 -0.22508999999999998 -0.085584999999999981 0.051140000000000012 -0.052329999999999995 -0.078454999999999983 -0.078224999999999975 -0.4950449999999999 -0.037689999999999994 0.0014600000000000001 0.0026050000000000001 0.085475000000000009 -0.43508999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 13 -7 9 -9 -8 15 -12 -10 16 -14 -11 -6
right_child=1 2 3 -5 5 6 7 8 12 10 11 -13 14 -15 -16 -17 -18
leaf_value=-0.00044980344618096731 0.001461845658637737 -0.0021844585861993415 -0.0010567441280439523 0.00084773531928382005 0.0018514048870798437 -0.00084889476654351269 0.0023304313495417527 -0.0014960451838131013 -0.00019750344538412389 0.0010792150214664021 0.0025695115467604321 0.00090199865708302177 0.0020847418025936892 0.00081535358104332597 0.00049429119659654091 0.0025305751643803463 0.0034246192114071893
leaf_weight=68 86 52 99 89 53 63 99 69 83 119 52 1595 104 65 93 115 52
leaf_count=68 86 52 99 89 53 63 99 69 83 119 52 1595 104 65 93 115 52
internal_value=0 -5.20543e-05 -0.000594838 -0.000154769 0.000992821 0.00103114 0.000966705 0.00101585 0.000409999 0.0011226 0.00105899 0.00095469 0.000879962 0.00193734 0.00133429 0.0017928 0.00263121
internal_weight=0 326 240 188 2630 2562 2392 2329 349 1980 1881 1647 280 170 197 234 105
internal_count=2956 326 240 188 2630 2562 2392 2329 349 1980 1881 1647 280 170 197 234 105
is_linear=0
shrinkage=0.00680503


Tree=1068
num_leaves=19
num_cat=0
split_feature=3 14 14 2 133 16 3 3 43 2 43 457 43 42 403 42 15 42
split_gain=6.15373 10.0131 4.71531 4.3703 7.08368 5.42012 6.04487 4.85178 2.95809 4.08992 4.13267 3.63051 3.03867 2.82171 2.33328 1.78402 1.52918 1.98913
threshold=-0.24190499999999995 -0.31893999999999995 -1.0000000180025095e-35 0.092320000000000013 0.031880000000000012 0.51165500000000008 -0.10337499999999998 -0.049204999999999992 0.090280000000000013 -1.0000000180025095e-35 -0.079409999999999994 0.093295000000000003 0.041625000000000002 0.086510000000000017 -1.0000000180025095e-35 -0.026374999999999999 0.043560000000000008 0.096490000000000006
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 -5 -8 9 10 -4 12 -11 14 -6 -10 17 -15
right_child=1 2 3 4 13 -7 7 -9 15 11 -12 -13 -14 16 -16 -17 -18 -19
leaf_value=0.0027460246532502552 -0.0014484167013238645 0.0026255666907716389 -0.0014314622174046783 -0.0021132845740049959 0.0007469968463794716 0.0016876145965943859 0.0007937521903744045 -0.00056313600351469699 0.0010561709214915774 0.00095013896475803952 0.00071808909683300037 0.0026532237298412388 -0.00039668805152151808 0.00088149539755827931 0.0025047551297749421 0.0025936584102655368 0.0013510147958227191 -0.00070509798424560018
leaf_weight=65 96 58 68 71 55 69 193 299 65 1306 96 53 79 83 87 70 82 61
leaf_count=65 96 58 68 71 55 69 193 299 65 1306 96 53 79 83 87 70 82 61
internal_value=0 0.000669911 0.000742695 0.000702769 0.000351296 -7.70729e-05 -0.000293476 -3.0716e-05 0.000905072 0.000825069 -0.000172754 0.000938918 0.000873265 0.00108717 0.00182443 0.00185391 0.000623612 0.000208902
internal_weight=0 2891 2795 2737 1000 632 563 492 1737 1602 164 1438 1385 368 142 135 226 144
internal_count=2956 2891 2795 2737 1000 632 563 492 1737 1602 164 1438 1385 368 142 135 226 144
is_linear=0
shrinkage=0.0066716


Tree=1069
num_leaves=9
num_cat=0
split_feature=40 9 15 12 484 484 0 157
split_gain=5.15444 4.54131 2.89494 3.50817 2.77892 4.35231 2.80472 2.72473
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.46772999999999992 0.13936000000000001 0.11837000000000002 0.093320000000000014 0.12503500000000004 -0.082714999999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4
right_child=-2 2 3 -5 -6 -7 -8 -9
leaf_value=-0.00092314038134270245 -0.0010043247586178075 0.0020190707763270309 0.00138122952961318 -0.00099812838111417411 0.0017858752002706813 -0.0011443152342992282 0.0021520164013000324 0.00058610946036278459
leaf_weight=80 87 71 210 56 99 59 57 2237
leaf_count=80 87 71 210 56 99 59 57 2237
internal_value=0 0.000643714 0.000688684 0.000653905 0.000688685 0.000646276 0.000688495 0.000654375
internal_weight=0 2869 2789 2718 2662 2563 2504 2447
internal_count=2956 2869 2789 2718 2662 2563 2504 2447
is_linear=0
shrinkage=0.0066716


Tree=1070
num_leaves=29
num_cat=0
split_feature=1 1 16 2 2 15 47 3 2 3 43 3 3 2 133 40 12 1 2 2 2 15 3 484 52 12 1213 3
split_gain=308.853 71.3402 37.8072 29.079 25.0892 18.7181 15.1833 13.4106 13.295 11.6216 13.1044 12.3088 11.4386 10.0505 9.37541 8.96103 9.96548 7.22003 6.05568 5.18505 4.37099 3.38875 3.17377 3.1427 3.13422 1.59768 1.65717 1.11759
threshold=0.12072500000000001 0.098395000000000024 0.12992000000000004 0.16993500000000003 0.09036000000000001 0.039965000000000007 0.10070000000000003 -0.13117499999999996 -0.0050599999999999994 -0.12077499999999998 -0.026789999999999998 0.088880000000000015 1.0000000180025095e-35 0.13501500000000002 -0.0047449999999999992 -0.079289999999999985 0.087255000000000013 0.088295000000000012 0.098655000000000007 0.11558500000000001 -0.032374999999999994 -0.039149999999999997 -0.082689999999999986 -0.0036799999999999997 0.084805000000000019 0.084595000000000017 0.062550000000000008 -0.084144999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 6 8 9 13 -7 -3 10 -1 15 19 20 25 -11 17 -17 23 -6 -2 -18 -4 -16 -25 -9 27 -27
right_child=3 2 22 -5 12 7 -8 14 -10 11 -12 -13 -14 -15 18 16 21 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29
leaf_value=0.002067186766845999 0.00099029952919350438 0.0023123686081024898 0.0042359986087567737 -0.0004826257453857621 0.00075140242222414787 0.0050718076757466559 0.0023744471399857162 0.0045599724516458152 0.0038182597942221746 0.0027771488452602378 0.0036743641338126878 0.0028465989307662901 0.0023926807525281374 0.00031632409839653109 0.0043223504158781791 0.0039300570449607971 0.003445149464966634 0.0048554844434522196 0.0030551409702474657 0.0018049622235483079 0.0019008993003991207 0.0039485910977109439 0.0034741015171688111 0.0034883832119246769 0.0039342853805511844 0.004210280977895089 0.0044128057669997594 0.0039242405491456472
leaf_weight=58 55 59 64 54 52 62 68 55 73 52 55 97 101 64 59 366 370 54 68 52 63 94 59 162 195 137 90 183
leaf_count=58 55 59 64 54 52 62 68 55 73 52 55 97 101 64 59 366 370 54 68 52 63 94 59 162 195 137 90 183
internal_value=0 0.00359489 0.00275213 0.00108526 0.00234378 0.0037746 0.00142402 0.00400853 0.00314536 0.00356821 0.00284966 0.00364678 0.00182752 0.00106878 0.00393903 0.00372968 0.00378568 0.0040491 0.00370898 0.00127842 0.00147668 0.00354719 0.00387074 0.0038158 0.00373201 0.00417843 0.00412719 0.00404678
internal_weight=0 2617 460 304 337 2157 250 1011 132 1146 113 1033 205 182 949 936 884 420 484 104 118 464 123 416 357 465 410 320
internal_count=2921 2617 460 304 337 2157 250 1011 132 1146 113 1033 205 182 949 936 884 420 484 104 118 464 123 416 357 465 410 320
is_linear=0
shrinkage=0.00235659


Tree=1071
num_leaves=17
num_cat=0
split_feature=2 123 0 15 39 2 1456 51 15 13 51 43 0 2 447 49
split_gain=9.55915 4.28121 3.48986 5.46431 4.7369 3.10668 2.41586 4.69487 5.47173 7.67686 5.30077 4.4254 3.87386 4.37503 3.68993 1.48533
threshold=0.25063000000000007 0.10832000000000001 -0.25490999999999991 -0.26361999999999991 0.085355000000000014 0.12068000000000001 -0.077489999999999989 0.088940000000000005 -0.070454999999999976 -0.0034749999999999994 0.11794000000000002 -0.01418 -0.13409999999999997 0.10100500000000003 0.089395000000000016 0.085925000000000015
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 11 12 10 -10 -9 15 13 -8 -14 -5
right_child=-2 -3 3 6 -6 -7 7 8 9 -11 -12 -13 14 -15 -16 -17
leaf_value=0.0021624258550260113 -0.0020050568199098942 -0.0011087447966691038 -0.0022272712045454867 0.00013826267592134808 0.0009037553062699352 -0.00017614619812768737 0.00067641150752065552 -0.00040488581715084109 0.00024064290297375185 -0.0027978529763204927 0.0018870111722468375 0.0025705148084509497 0.00085188783700552312 -0.0010941328306590156 -0.00077948298593460042 0.0014502706230403539
leaf_weight=54 52 52 54 78 61 54 123 79 71 53 69 68 1861 87 52 53
leaf_count=54 52 52 54 78 61 54 123 79 71 53 69 68 1861 87 52 53
internal_value=0 0.000608862 0.000640591 0.000610825 -0.000441748 -0.00120231 0.000679425 0.000626218 -0.000121023 -0.00105755 0.000663198 0.00131946 0.000721985 -5.67925e-05 0.000807509 0.000669568
internal_weight=0 2869 2817 2763 169 108 2594 2395 272 124 148 199 2123 210 1913 131
internal_count=2921 2869 2817 2763 169 108 2594 2395 272 124 148 199 2123 210 1913 131
is_linear=0
shrinkage=0.00604267


Tree=1072
num_leaves=27
num_cat=0
split_feature=1 1 1 3 52 3 2 39 3 1 11 2 2 1 15 15 52 15 15 15 15 3 2 3 2 2
split_gain=605.101 97.7147 58.7331 56.0536 37.7606 31.6532 25.4081 19.1696 11.9165 12.0594 15.0529 11.4369 8.32771 6.75134 6.63504 5.96365 6.72678 9.75474 9.11186 5.37711 4.76108 4.32783 3.88136 2.10768 1.49184 0.508401
threshold=0.10921500000000002 0.12448500000000001 0.098395000000000024 -0.029394999999999998 -0.40011499999999994 0.28833000000000003 0.093320000000000014 0.087735000000000021 0.084670000000000009 0.090300000000000005 1.0000000180025095e-35 0.090755000000000016 0.13084500000000002 0.117245 0.089180000000000023 -0.11532999999999999 -0.092084999999999986 0.050935000000000008 -0.0070899999999999991 -0.09547499999999999 -0.075094999999999981 -0.11017499999999998 0.085730000000000015 -0.077344999999999983 0.10085000000000001 0.10362500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 13 -4 7 8 -3 9 10 21 -6 15 -2 -11 -8 20 18 -18 -5 -17 -1 -23 -16 -22 -19
right_child=1 5 4 19 11 -7 12 -9 -10 14 -12 -13 -14 -15 23 16 17 25 -20 -21 24 22 -24 -25 -26 -27
leaf_value=0.0037865120761117975 0.0039439075699420822 0.0019753522443598944 0.0042664145632013038 0.0020413825273014295 0.0031528458069213358 -0.00011973455090490121 0.0044048921740009904 0.00073180422516791271 0.0034759989980714927 0.0033819479057542751 0.0051629845250996797 0.0021923382494338835 0.0029994511985257598 0.0030062222151532609 0.0038578660978410436 0.0045589799564116247 0.0035852902885393648 0.003887379844942182 0.0026998513186626454 0.0011991168939488033 0.0040760088297076089 0.0044205551107353407 0.0041877548170000667 0.0043689964101848696 0.003612993033637523 0.0041303522531573452
leaf_weight=68 62 85 74 54 86 86 57 102 80 82 74 101 52 54 67 52 153 96 61 60 53 490 606 57 54 55
leaf_count=68 62 85 74 54 86 86 57 102 80 82 74 101 52 54 67 52 153 96 61 60 53 490 606 57 54 55
internal_value=0 0.00163295 0.00396354 0.00256131 0.00309704 0.000850739 0.00406837 0.00129716 0.00420371 0.00424401 0.0043162 0.00263418 0.00374251 0.00350758 0.00381005 0.00380898 0.00374412 0.00359907 0.003333 0.00159827 0.00407697 0.00426235 0.00429185 0.00409299 0.00384253 0.00397602
internal_weight=0 503 2418 230 261 273 2157 187 1524 1444 1238 187 633 116 206 581 524 365 214 114 159 1164 1096 124 107 151
internal_count=2921 503 2418 230 261 273 2157 187 1524 1444 1238 187 633 116 206 581 524 365 214 114 159 1164 1096 124 107 151
is_linear=0
shrinkage=0.00193323


Tree=1073
num_leaves=23
num_cat=0
split_feature=1 2 12 123 4 2 2 15 14 4 16 16 15 133 13 3 13 3 12 15 52 3
split_gain=562.891 93.2257 70.3989 57.9149 26.9696 24.933 18.3411 16.698 15.7793 15.3082 13.7611 14.7163 13.149 10.9655 10.0017 9.42718 16.6177 7.20611 5.07168 5.10763 3.73383 1.7806
threshold=0.10529500000000001 0.12068000000000001 0.087255000000000013 1.0000000180025095e-35 0.08920500000000002 0.17990500000000001 0.12068000000000001 -0.10763999999999999 0.073890000000000011 0.097095000000000015 0.014185000000000001 -0.5038649999999999 0.039965000000000007 0.047685000000000005 -0.0073899999999999999 -0.097574999999999981 0.064420000000000019 -0.079574999999999993 0.083815000000000014 0.087670000000000012 -1.0000000180025095e-35 -0.080294999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 6 14 8 -6 12 21 11 -2 15 -9 -3 16 -1 -17 -14 -20 -13 -4
right_child=1 5 9 -5 7 -7 -8 13 -10 -11 -12 20 18 -15 -16 17 -18 -19 19 -21 -22 -23
leaf_value=0.0039491352479496125 0.0034436313805083791 0.0017797493053186429 0.0055100139112565496 0.0036228177884841798 0.0053941294842620845 0.0005731077379843183 0.0042428443469459546 0.0034071869181527452 0.0064644868452297119 0.0037815038207617904 0.0037919075336682092 0.0024958431475537802 0.0062049587818802706 0.0047755897328276235 0.0028095706327350414 0.0055442655523475857 0.005376545118006293 0.0051322840599787867 0.0058136315864774505 0.0054569702691595898 0.0017045735290083395 0.0049321295923870261
leaf_weight=67 56 96 52 94 71 54 59 60 74 53 54 54 67 52 84 444 92 373 293 560 60 52
leaf_count=67 56 96 52 94 71 54 59 60 74 53 54 54 67 52 84 444 92 373 293 560 60 52
internal_value=0 0.00295298 0.00361734 0.00529728 0.00536843 0.00187117 0.00544068 0.00456717 0.00547655 0.0047354 0.0028336 0.00252906 0.00543797 0.00404272 0.00226046 0.00526158 0.0047752 0.0053562 0.00562508 0.00557951 0.00207959 0.0052213
internal_weight=0 615 381 2306 2212 234 2029 183 1970 157 224 170 1896 112 180 976 159 817 920 853 114 104
internal_count=2921 615 381 2306 2212 234 2029 183 1970 157 224 170 1896 112 180 976 159 817 920 853 114 104
is_linear=0
shrinkage=0.00217713


Tree=1074
num_leaves=28
num_cat=0
split_feature=1 0 0 158 2 2 160 42 0 11 160 0 0 160 48 4 0 160 1 4 402 48 4 1 481 1 0
split_gain=15.9121 9.99242 7.07038 4.11352 3.95972 5.43466 3.27906 3.66232 2.82154 5.60692 4.33017 4.23566 6.33094 5.19319 4.99517 3.14058 3.65214 3.36865 2.46804 2.39939 2.15941 2.58284 2.22396 6.00463 1.69347 0.9713 0.753951
threshold=0.12072500000000001 -0.0088049999999999986 -0.13955999999999996 0.08796000000000001 0.14808000000000002 1.0000000180025095e-35 0.10811500000000002 0.078120000000000009 -0.06952499999999999 0.078065000000000009 -0.08206999999999999 -0.10726999999999999 -0.18240499999999996 0.052555000000000011 0.084095000000000017 0.0033150000000000007 -0.095909999999999981 -0.077034999999999978 0.083670000000000008 -0.0053799999999999985 -0.064994999999999983 0.085835000000000009 -0.49269499999999994 0.086470000000000005 -1.0000000180025095e-35 0.099025000000000016 -0.087649999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 5 -4 7 -5 9 11 -10 12 14 18 -1 16 -13 -17 -14 -18 -12 22 25 -24 -9 -22 -19
right_child=1 -3 4 6 -6 -7 -8 24 10 -11 20 15 13 -15 -16 17 19 26 -20 -21 21 -23 23 -25 -26 -27 -28
leaf_value=0.0027875967596301902 -0.0021115815544440397 -0.0031121740335800655 0.0010285751306927915 0.0037389348188118024 0.0019220531139341214 -0.0016502085187110034 0.00074118663765175715 0.0025282115699798418 -0.0010459214343590574 0.0027441936107025109 0.0020138219824453801 0.0028591877676665055 -0.00014141317577882144 0.0010931154638242808 0.00027498915051182436 0.0017150717919979087 0.0011262333630952834 0.0002582953237029289 -0.001947234637388534 0.0020589266602937806 0.00051378649097956605 0.0018200203395566182 0.0010212494080747156 -0.0012332138182402307 0.00086411389927122748 0.0017744247104211732 -0.00071255439734509022
leaf_weight=64 52 52 81 58 65 54 72 52 63 86 54 62 59 68 72 64 1062 100 72 133 53 63 108 95 53 52 52
leaf_count=64 52 52 81 58 65 54 72 52 63 86 54 62 59 68 72 64 1062 100 72 133 53 63 108 95 53 52 52
internal_value=0 -0.00050164 3.67647e-05 0.00107917 0.000595684 -4.24211e-05 0.0019051 0.00241879 0.000997655 0.00111196 0.000553883 0.00103428 0.000370128 -0.000372927 0.00145791 0.00118528 0.00131051 0.00045621 -0.00113446 0.0012301 0.000791194 0.000613049 0.000365942 -3.3451e-05 0.0016889 0.00113877 -7.33781e-05
internal_weight=0 304 252 2617 200 135 235 163 2382 1894 488 1808 335 199 136 1473 1257 216 131 1195 425 371 308 203 105 105 152
internal_count=2921 304 252 2617 200 135 235 163 2382 1894 488 1808 335 199 136 1473 1257 216 131 1195 425 371 308 203 105 105 152
is_linear=0
shrinkage=0.00654078


Tree=1075
num_leaves=15
num_cat=0
split_feature=4 4 3 157 14 457 3 39 1 3 1 4 16 1
split_gain=5.77038 8.94247 5.1069 4.35172 3.91622 4.51434 2.97754 2.923 2.79176 3.96122 7.22714 3.67541 2.18735 1.4496
threshold=0.27258000000000004 0.40441500000000002 -0.010434999999999998 -0.15081499999999998 0.05884000000000001 0.11596500000000001 -0.15288999999999997 0.089755000000000015 0.12313000000000002 -0.0037099999999999998 0.08845500000000002 -0.10701499999999999 -0.50069999999999992 0.12220000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 13 -1 5 6 -5 12 9 11 -11 -8 -4 -3
right_child=1 2 7 4 -6 -7 8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.00054518949215407321 -0.0027316895715681268 0.00087334017534146705 -0.00065626033305711887 -0.00026585217372283502 -0.00040561404841450672 0.0029585440802417477 -0.00055229667085476353 -0.0016950604027780038 -0.00014287736809812156 0.0006837811307442087 0.0031630637525009346 0.0010350039570177995 0.0011593727444073408 0.0024618939651754102
leaf_weight=99 53 65 66 93 100 59 76 54 98 116 120 1891 67 52
leaf_count=99 53 65 66 93 100 59 76 54 98 116 120 1891 67 52
internal_value=0 -4.78623e-05 0.000419793 0.000910726 0.000967213 0.00102321 0.000975481 -0.000305714 0.00102569 0.0010777 0.00194475 0.000973636 0.000257814 0.00158001
internal_weight=0 357 304 2652 2553 2453 2394 187 2301 2203 236 1967 133 117
internal_count=3009 357 304 2652 2553 2453 2394 187 2301 2203 236 1967 133 117
is_linear=0
shrinkage=0.00707995


Tree=1076
num_leaves=10
num_cat=0
split_feature=0 3 3 10 1371 51 3 9 15
split_gain=5.45336 11.6682 7.54237 7.95743 3.51817 5.07586 3.5062 5.75353 3.71763
threshold=0.10446500000000002 -0.099169999999999994 0.41720500000000005 -0.11133 0.081810000000000008 0.15358000000000002 -0.17010999999999998 0.087755000000000014 -0.38214499999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -5 8 -8
right_child=1 -3 -4 4 -6 -7 7 -9 -10
leaf_value=-0.0016251346998481181 0.00069225572830903474 -0.002829536348638468 0.0029423437585436914 -0.00090268500243844026 0.0021872187525358473 -0.0012237818569418434 -0.00039012549336661688 0.0026938694173827805 0.00069575103948443795
leaf_weight=60 102 55 53 54 55 56 126 53 2395
leaf_count=60 102 55 53 54 55 56 126 53 2395
internal_value=0 -0.000541074 0.000638616 0.000594971 0.000643628 0.000611973 0.000651116 0.000683739 0.000641453
internal_weight=0 157 2852 2799 2739 2684 2628 2574 2521
internal_count=3009 157 2852 2799 2739 2684 2628 2574 2521
is_linear=0
shrinkage=0.00616352


Tree=1077
num_leaves=11
num_cat=0
split_feature=0 3 9 0 3 0 0 1429 160 150
split_gain=3.77202 8.07162 6.40348 6.18193 5.17709 4.22339 5.25602 2.91329 8.77452 4.42948
threshold=0.10446500000000002 -0.099169999999999994 -0.079919999999999977 0.048235000000000007 0.3148450000000001 -0.00077999999999999999 -0.037444999999999992 0.084770000000000012 -0.065814999999999999 0.11717500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 9 -9 -4
right_child=1 -3 3 -5 -6 -7 -8 8 -10 -11
leaf_value=0.0031186089131068372 0.0007301980817904075 -0.0029846222896022824 0.00074577660107368472 0.0030997183344506876 -0.0013473364442205937 -0.0011562291519779213 0.0027759110700681859 -0.0022470906520005228 0.001686226284275416 -0.0011721654030323186
leaf_weight=64 102 55 2278 60 84 79 71 77 63 76
leaf_count=64 102 55 2278 60 84 79 71 77 63 76
internal_value=0 -0.000570641 0.000673614 0.000617458 0.000562832 0.00062355 0.000678398 0.000618652 -0.000476502 0.000683819
internal_weight=0 157 2852 2788 2728 2644 2565 2494 140 2354
internal_count=3009 157 2852 2788 2728 2644 2565 2494 140 2354
is_linear=0
shrinkage=0.00781684


Tree=1078
num_leaves=11
num_cat=0
split_feature=9 16 10 39 9 151 150 12 15 1210
split_gain=3.01259 10.1623 3.38145 3.03984 3.0747 2.1393 3.75796 3.13671 4.1979 2.077
threshold=-1.0000000180025095e-35 -0.14463999999999996 -0.11133 0.11742500000000002 0.089020000000000016 -0.40941499999999992 -0.052409999999999991 0.086730000000000015 0.08487500000000002 -0.063274999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -4 -7 8 -8 -9
right_child=2 -3 3 -5 -6 6 7 9 -10 -11
leaf_value=0.0014317877730952687 -0.0010437478896162559 -0.0026999666577697656 0.0016554977673626957 -0.0010911567530249825 0.0020436655420976841 -0.0008510657717063179 0.0005847446848570709 -0.00052238823347733462 0.00162017901258974 0.00039621607567194529
leaf_weight=52 64 54 70 52 59 92 856 119 219 1372
leaf_count=52 64 54 70 52 59 92 856 119 219 1372
internal_value=0 -0.000672396 0.000472417 0.000506622 0.000536459 0.000503835 0.000473479 0.000520996 0.000795751 0.000322852
internal_weight=0 106 2903 2839 2787 2728 2658 2566 1075 1491
internal_count=3009 106 2903 2839 2787 2728 2658 2566 1075 1491
is_linear=0
shrinkage=0.0066716


Tree=1079
num_leaves=28
num_cat=0
split_feature=1 3 1 43 39 1 3 16 1 3 3 3 16 3 1 16 156 13 3 475 13 16 133 13 16 3 13
split_gain=380.654 67.3045 25.3412 28.2586 23.1145 26.8391 12.4506 11.8061 11.6473 9.93607 8.59092 8.44226 12.2557 9.9633 8.26469 7.75656 6.58576 7.11815 6.3383 6.31122 6.09736 4.86338 2.76126 3.09114 2.65854 0.989894 0.986205
threshold=0.10404000000000001 -0.063889999999999988 0.14228000000000005 -0.070104999999999987 0.0047850000000000011 0.088035000000000016 0.30863500000000005 0.062500000000000014 0.12040000000000002 0.10514500000000002 0.076825000000000018 -0.029394999999999998 -0.0038249999999999998 -0.081224999999999978 0.11539500000000001 -0.38959499999999997 0.087205000000000019 -0.069029999999999994 0.3148450000000001 -0.082539999999999988 -0.060719999999999989 -0.0046349999999999994 -0.07192999999999998 -0.088554999999999981 -0.091354999999999978 -0.067549999999999985 -0.09391999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 8 9 -6 10 14 -3 11 -5 13 24 15 -2 -1 19 -18 -4 -17 22 25 26 -24 -13 -22 -15
right_child=1 2 18 6 5 -7 -8 -9 -10 -11 -12 12 -14 20 -16 16 17 -19 -20 -21 21 -23 23 -25 -26 -27 -28
leaf_value=0.0031351996255584835 0.0030203764054983094 0.0014845430343915593 0.00097296902433820058 0.0017863109679466574 0.0038048735496993198 0.0017956584117297743 0.0014080101801444661 0.0035203327671177345 0.00013134853249151558 0.0028789051826130594 0.0029210366545578603 0.0042453389343880465 0.005061161249889699 0.0042893754850961505 0.0018670723070592287 0.0045996812845050051 0.0039239969597800227 0.0028730741825253236 -0.00012930555858723533 0.0040046076396735601 0.003647408385418376 0.0026848468117153953 0.0031460372266861694 0.0037415318128192522 0.0035443767891649197 0.0032490933874288592 0.0038560169131410188
leaf_weight=56 66 69 54 52 76 62 75 94 62 52 101 53 74 55 62 102 92 52 53 938 88 52 52 347 60 53 57
leaf_count=56 66 69 54 52 76 62 75 94 62 52 101 53 74 55 62 102 92 52 53 938 88 52 52 347 60 53 57
internal_value=0 0.00188367 0.00139458 0.00168297 0.0038021 0.00290236 0.00216475 0.00291019 0.000844284 0.00385897 0.00253554 0.00388287 0.00434353 0.00383855 0.00246193 0.00396094 0.00399997 0.00354467 0.000426757 0.00406299 0.00362293 0.00327893 0.00375281 0.00366398 0.00387336 0.00349786 0.00406904
internal_weight=0 688 466 359 2321 138 228 222 131 2183 153 2131 187 1944 128 1240 1184 144 107 1040 704 193 511 399 113 141 112
internal_count=3009 688 466 359 2321 138 228 222 131 2183 153 2131 187 1944 128 1240 1184 144 107 1040 704 193 511 399 113 141 112
is_linear=0
shrinkage=0.00226508


Tree=1080
num_leaves=17
num_cat=0
split_feature=3 2 11 2 34 150 39 403 14 4 4 2 1453 13 16 3
split_gain=10.1978 3.54959 4.51922 4.1229 5.7066 4.05638 4.27045 4.98565 4.1649 5.75715 3.32136 3.26982 3.09213 2.63105 2.45857 2.13649
threshold=0.35004500000000011 0.098655000000000007 0.079700000000000007 -0.0098549999999999974 -0.049569999999999996 0.11717500000000002 0.098380000000000009 -0.038454999999999996 -0.07279999999999999 0.043640000000000005 -0.17568999999999999 0.11326500000000002 -0.057839999999999996 -0.11210999999999999 -0.38959499999999997 0.084670000000000009
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 -9 11 -5 -10 -12 -14 -11 -15
right_child=-2 5 -4 10 -6 -7 -8 8 9 14 12 -13 13 15 -16 -17
leaf_value=0.00064072239015452016 -0.001879887466713762 -0.00091161896734334778 0.0023681048585004897 0.0022238804659484379 -0.0022357351931735271 -0.0015258048122927369 -0.0012789800696103367 0.0025434623766706888 0.00063679544366178082 0.00038894039103663168 -0.0004579010693569801 0.0020744519418888149 0.0023665351640599847 0.00083077324749971987 -0.0011095525154991104 -0.00046257715214075983
leaf_weight=92 79 96 85 78 52 57 67 59 201 117 95 123 52 1553 96 64
leaf_count=92 79 96 85 78 52 57 67 59 201 117 95 123 52 1553 96 64
internal_value=0 0.000647623 0.000800415 0.000733281 -0.000397484 0.000259748 0.000393939 0.000556019 0.000792542 0.000600031 0.00082172 0.0011828 0.000759677 0.000829027 -0.000286089 0.000779537
internal_weight=0 2887 2071 1986 144 816 759 692 596 537 1842 324 1764 1669 213 1617
internal_count=2966 2887 2071 1986 144 816 759 692 596 537 1842 324 1764 1669 213 1617
is_linear=0
shrinkage=0.00694113


Tree=1081
num_leaves=10
num_cat=0
split_feature=3 149 150 4 43 13 150 3 3
split_gain=7.05449 2.45201 3.75038 3.4898 3.20502 5.02792 3.49087 3.48409 1.4325
threshold=0.35004500000000011 0.078645000000000007 0.12240500000000001 -0.5109999999999999 -0.23538999999999996 0.11238500000000001 -0.096549999999999983 0.076825000000000018 -0.11266
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 -6 -8 -5
right_child=-2 -3 -4 4 5 -7 7 -9 -10
leaf_value=-0.00098631222219583902 -0.0014733413879183712 0.0016298637446193677 -0.0011285871168494417 0.0023179863661374829 -0.0010085100153191518 -0.0013797654083651629 0.0004909597192981651 0.0013098565778770599 0.0010005486879730628
leaf_weight=65 79 81 61 54 61 60 2154 248 103
leaf_count=65 79 81 61 54 61 60 2154 248 103
internal_value=0 0.000507572 0.00047515 0.000510814 0.000547151 0.000490684 0.000536278 0.000575538 0.00145412
internal_weight=0 2887 2806 2745 2680 2523 2463 2402 157
internal_count=2966 2887 2806 2745 2680 2523 2463 2402 157
is_linear=0
shrinkage=0.00654078


Tree=1082
num_leaves=30
num_cat=0
split_feature=12 12 15 13 151 12 43 160 13 160 457 43 11 15 12 12 159 13 48 15 15 51 1454 12 43 12 13 12 49
split_gain=267.312 72.6113 70.6846 39.2859 29.9942 26.5007 20.7068 19.3625 17.6988 15.919 12.3436 12.2392 11.6546 18.6762 9.18649 6.10432 7.71498 5.85428 4.98822 4.57475 7.95403 4.50497 2.23961 2.2216 2.33615 1.84632 1.38474 0.341407 0.159851
threshold=0.056995000000000011 0.13936000000000001 -0.23982999999999996 -0.27740999999999993 -0.014594999999999999 0.099680000000000005 -0.029255 -1.0000000180025095e-35 -0.070774999999999991 -0.076029999999999986 0.081330000000000013 -0.09225499999999999 1.0000000180025095e-35 0.033605000000000003 -0.084509999999999988 0.090285000000000018 0.051140000000000012 -0.095139999999999988 0.083540000000000017 -0.043134999999999993 0.090075000000000002 -0.034094999999999993 0.08141000000000001 0.11466500000000002 -0.095674999999999982 -1.0000000180025095e-35 -0.05461499999999999 0.10621000000000001 -0.07929499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 9 -4 10 12 11 -8 -7 -1 -5 -6 15 -14 -11 17 19 -2 22 26 -21 -10 -19 24 -23 -9 -17 -26 -12
right_child=1 -3 3 4 6 8 7 25 21 14 28 -13 13 -15 -16 16 -18 18 -20 20 -22 23 -24 -25 27 -27 -28 -29 -30
leaf_value=0.0016382666011613559 0.0030251312621875776 0.0011794749336915794 0.00060573634333789582 0.001104201524540428 0.0028460078815293966 0.0016848590073578577 0.0041574569933549889 0.0031013250434745693 0.0025896766281573993 -0.00014591466911207296 0.0023217383734824458 0.0014125859149985705 0.0034883995807975104 0.0050914882471462131 0.0009607726012205983 0.0032191795618951996 0.0026088510086725051 0.0036991642684736578 0.0031291766279602572 0.0040193961966553896 0.0032999086359489045 0.0034387130501014156 0.0032483452774142384 0.0035485807160582626 0.003011463227674871 0.002601935552773917 0.0027958786729707437 0.0027530897195967552 0.0021405736766837292
leaf_weight=69 88 72 62 82 52 52 70 55 73 77 53 62 90 56 66 122 71 770 91 106 236 55 57 67 52 101 54 53 52
leaf_count=69 88 72 62 82 52 52 70 55 73 77 53 62 90 56 66 122 71 770 91 106 236 55 57 67 52 101 54 53 52
internal_value=0 0.00332966 0.00185749 0.00224552 0.00243839 0.00340361 0.00282369 0.00320547 0.00285844 0.000779321 0.00173772 0.00206663 0.00351383 0.00410344 0.000364702 0.00345984 0.00328332 0.00356317 0.00361472 0.00337572 0.00352298 0.00306178 0.00366812 0.0032135 0.00307303 0.00277815 0.00308944 0.00288127 0.00223224
internal_weight=0 2165 801 589 527 2093 340 226 352 212 187 114 1741 146 143 1595 589 1006 918 518 342 300 827 227 160 156 176 105 105
internal_count=2966 2165 801 589 527 2093 340 226 352 212 187 114 1741 146 143 1595 589 1006 918 518 342 300 827 227 160 156 176 105 105
is_linear=0
shrinkage=0.00217713


Tree=1083
num_leaves=21
num_cat=0
split_feature=3 160 49 13 484 49 3 4 42 3 1 34 3 4 1 160 3 49 4 3
split_gain=6.78217 7.21677 5.26849 9.97354 2.56289 4.09074 3.42937 4.1221 8.90057 9.53488 3.71566 6.72933 4.65015 3.42591 3.37375 4.1198 3.36946 2.0391 1.81323 1.16695
threshold=0.110335 -0.064339999999999994 0.0033550000000000003 -0.11210999999999999 -0.084674999999999986 -0.008624999999999999 0.076825000000000018 -0.10701499999999999 0.087970000000000007 -0.13392999999999997 0.12019000000000001 -0.0079449999999999989 -0.005644999999999999 0.40052000000000004 0.090650000000000022 0.062030000000000009 0.092005000000000017 0.0011700000000000002 0.032770000000000001 -0.084944999999999979
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 8 9 -6 11 -9 13 -12 18 -16 -8 19 -13 -7
right_child=1 2 -4 -5 6 17 16 10 -10 -11 12 14 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=0.0034121713077715191 0.0018913422798019614 -0.00039287649013362001 0.0007170677577544119 -0.0048576974039514003 7.3004625819037198e-05 0.0024279170763784534 0.0033474073400104323 0.0037017702978221932 0.0020882651196402952 -0.0041365270713020113 -0.00079465051182904956 0.0010508285214648624 -0.0023251939111350729 0.0019018267967815601 0.00040168599322417791 -0.0020193994077376955 0.00082143213710385147 -0.00020799168319708827 0.00026819174696589542 0.00087235168950549225
leaf_weight=59 57 79 55 57 92 57 61 52 63 58 66 1209 57 59 378 53 82 65 234 73
leaf_count=59 57 79 55 57 92 57 61 52 63 58 66 1209 57 59 378 53 82 65 234 73
internal_value=0 -0.000647556 -0.00140569 -0.0022648 0.000757187 0.00153527 0.000676944 0.00060158 -0.000476375 -0.0015541 0.000710541 0.000815516 -0.000399864 0.000477392 0.000735381 0.000103764 0.00189955 0.000966941 0.000923975 0.00155508
internal_weight=0 248 191 136 2718 254 2464 2321 213 150 2108 1926 182 125 1874 431 143 195 1443 130
internal_count=2966 248 191 136 2718 254 2464 2321 213 150 2108 1926 182 125 1874 431 143 195 1443 130
is_linear=0
shrinkage=0.00813264


Tree=1084
num_leaves=25
num_cat=0
split_feature=3 4 3 16 400 3 16 4 4 49 11 133 4 4 160 4 4 4 13 16 49 3 16 13
split_gain=5.30503 2.31311 6.46167 11.0971 5.10748 6.04415 9.57147 7.01476 4.34591 3.15136 3.50532 3.07511 3.0527 6.34579 2.97612 3.57897 4.79776 2.89321 3.65029 1.84173 1.82601 1.82002 1.41705 0.957977
threshold=0.35004500000000011 -0.033649999999999992 -0.0082999999999999984 0.24100000000000002 -0.054474999999999989 -0.0075749999999999993 -0.044939999999999987 0.036605000000000006 0.40736500000000003 -0.0033999999999999998 0.086945000000000008 0.089025000000000007 0.26546000000000003 0.022635000000000006 -0.53177999999999981 -0.40515499999999993 -0.10429499999999998 0.24099500000000004 -0.0042049999999999995 -0.42170999999999997 0.059130000000000009 0.094635000000000011 -0.012609999999999998 -0.075154999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 -3 8 12 -8 11 -1 14 17 13 -7 -11 -16 -17 18 -6 -10 23 -14 -22 -13
right_child=-2 4 3 -5 5 6 7 -9 19 10 -12 20 21 -15 15 16 -18 -19 -20 -21 22 -23 -24 -25
leaf_value=0.0023928807469286544 -0.0014290393422866272 -0.0018426555262725209 0.004429352797894982 4.8270698727014992e-05 0.00060670400740687786 -0.00034691688738571581 -0.004207992226740777 -0.00033991748256140356 0.0030987283725281327 -0.00093017739353577571 -0.0012188092032544803 -0.00024443908713702085 -0.0013717462996346585 0.0029458048353039811 0.002598469616485279 -0.0011169830590751176 0.00076999242552586926 -0.00074525892892360259 0.0018557168013109428 0.0011421766508673532 0.0012888462648786689 0.0004483040338448912 -0.00030373991932982399 -0.0016395674745541817
leaf_weight=53 79 58 69 62 522 72 54 52 55 66 62 60 63 61 54 83 906 64 177 54 58 61 69 52
leaf_count=53 79 58 69 62 522 72 54 52 55 66 62 60 63 61 54 83 906 64 177 54 58 61 69 52
internal_value=0 0.000544139 0.00077032 0.00235648 0.000344037 0.000430135 -0.000411418 -0.0023112 0.00070517 0.000600495 0.000519302 0.000550075 0.000371838 0.00116268 0.000616546 0.000714498 0.00061155 0.000783047 0.000923092 0.00213016 -0.000193343 -0.000475752 0.000422951 -0.000892893
internal_weight=0 2887 1355 131 1532 1474 363 106 1111 1224 1171 1002 257 133 1109 1043 989 763 699 109 239 124 127 112
internal_count=2966 2887 1355 131 1532 1474 363 106 1111 1224 1171 1002 257 133 1109 1043 989 763 699 109 239 124 127 112
is_linear=0
shrinkage=0.0075133


Tree=1085
num_leaves=20
num_cat=0
split_feature=9 9 16 12 40 40 12 49 16 16 150 43 52 49 16 1447 131 49 43
split_gain=6.70741 10.1801 5.06349 6.97139 5.66609 4.84409 6.83835 8.6293 5.21317 17.2934 3.40001 2.79151 2.26771 2.13636 1.5694 1.50356 1.93001 2.24347 2.17371
threshold=0.094575000000000006 1.0000000180025095e-35 -0.085134999999999975 -0.098524999999999988 -0.080249999999999988 -0.078949999999999979 0.083885000000000015 -0.058504999999999995 0.035560000000000008 -0.0088649999999999996 0.11183500000000002 -0.043004999999999995 -0.07167999999999998 -1.0000000180025095e-35 1.0000000180025095e-35 -0.083249999999999977 0.021890000000000003 -0.065249999999999989 -0.083209999999999992
decision_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 14 7 -7 9 -9 12 -10 -6 -14 -4 -8 17 -17 -18
right_child=-2 -3 5 4 10 6 15 8 11 -11 -12 -13 13 -15 -16 16 18 -19 -20
leaf_value=0.0034528420320406187 -0.0023269276935044296 0.0036929339096461247 0.00084424679085966475 -0.0013866959967287474 0.0023144286047918068 0.0016436945653658722 0.0012983869692564968 -0.00063609206972733393 -0.0017200985582617727 -0.0057129947675636896 0.0025870175307463467 0.00045707977077133482 -0.00076305991590656941 0.00075447276512516544 0.0027231428744500107 -0.0012897259702609263 0.0017732724022230932 0.000214783441342566 0.00035126528547580507
leaf_weight=60 53 59 55 73 52 75 96 140 53 58 66 112 62 655 54 65 100 885 192
leaf_count=60 53 59 55 73 52 75 96 140 53 58 66 112 62 655 54 65 100 885 192
internal_value=0 0.000478825 0.000412328 0.000871889 0.00070125 0.000176286 7.80676e-05 -0.000769639 -0.00126849 -0.00212369 0.000883888 -0.000241751 0.000737608 0.000623133 0.00177584 0.00035563 0.000282693 0.000111755 0.00083854
internal_weight=0 2912 2853 968 908 1885 1776 438 363 198 835 165 769 717 109 1338 1242 950 292
internal_count=2965 2912 2853 968 908 1885 1776 438 363 198 835 165 769 717 109 1338 1242 950 292
is_linear=0
shrinkage=0.00781684


Tree=1086
num_leaves=16
num_cat=0
split_feature=12 2 15 16 15 3 15 12 151 2 2 3 475 40 15
split_gain=4.76546 4.29486 7.26061 3.95357 6.03296 4.65155 6.25117 8.2695 4.33531 3.13691 4.69232 7.32147 3.514 2.92867 2.32654
threshold=-0.23116999999999996 0.13554000000000002 -1.0000000180025095e-35 -0.5103049999999999 -0.42075999999999997 -0.14186499999999996 0.039965000000000007 0.089485000000000023 -0.063719999999999985 0.11543500000000002 0.092320000000000013 -0.08867499999999999 -0.087159999999999987 -0.039379999999999991 -0.070974999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 13 8 -5 6 7 -6 -2 10 12 -12 -7 -3 -11
right_child=1 2 -4 4 5 9 -8 -9 -10 14 11 -13 -14 -15 -16
leaf_value=0.0021034557088759789 6.672923421879596e-05 0.0011958210186796677 -0.002563560721231384 -0.0012793799107294369 -0.0012327355799140807 -0.0011083257341333998 0.0029661680650039726 0.0019834906409375618 0.0022651646066928826 0.00030731919684543938 -0.0021803079544701117 -3.4818239302617298e-05 0.00041813160957047377 -0.00068527762513202642 0.0019797593594942714
leaf_weight=56 62 58 56 97 59 62 59 68 83 63 72 496 1530 75 69
leaf_count=56 62 58 56 97 59 62 59 68 83 63 72 496 1530 75 69
internal_value=0 0.000251748 -0.000664538 0.000315441 0.000258532 0.00031876 0.001275 0.00048881 0.00132561 0.00024113 0.000183598 -0.0003069 0.000358642 0.000134547 0.00118206
internal_weight=0 2909 189 2720 2575 2478 186 127 145 2292 2160 568 1592 133 132
internal_count=2965 2909 189 2720 2575 2478 186 127 145 2292 2160 568 1592 133 132
is_linear=0
shrinkage=0.00628679


Tree=1087
num_leaves=28
num_cat=0
split_feature=12 2 2 2 2 12 2 11 0 2 0 49 0 49 49 159 49 0 2 0 43 48 49 0 0 133 0
split_gain=304.473 117.241 67.7421 69.413 27.876 22.3711 18.6778 15.0654 13.3666 10.8284 9.10914 8.22934 8.09141 5.96363 5.31529 4.48854 3.99594 3.83698 5.53863 8.58376 3.38279 3.3519 1.6025 1.21767 0.9634 0.852162 0.741041
threshold=0.056995000000000011 0.13501500000000002 0.11657500000000001 -1.0000000180025095e-35 0.093320000000000014 0.093670000000000017 0.14744000000000002 1.0000000180025095e-35 -0.14680499999999999 0.088375000000000023 1.0000000180025095e-35 -0.030749999999999996 -0.10934999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 0.087410000000000015 0.10322500000000003 -0.076204999999999981 0.10100500000000003 -0.05461499999999999 -0.052849999999999994 0.086895000000000014 0.091255000000000017 -0.037444999999999992 -0.045139999999999993 0.048535000000000002 -0.098064999999999986
decision_type=2 2 2 2 2 2 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 14 7 13 12 -6 -9 -1 -7 -2 26 -5 21 17 20 19 -19 25 22 -14 -10 -20 -13 -4
right_child=1 -3 6 4 8 11 -8 9 23 -11 -12 16 15 -15 -16 -17 -18 18 24 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0018153331838989463 0.0032888811994765794 0.00091222100592213209 0.0015741682674563747 0.0034489532431757992 0.002043311584587126 0.0027775609590977709 0.00036080567038230388 0.0057219106513364277 0.002977534553016521 0.004281168721063466 0.0006514982477243402 0.0040633974156335309 0.0042434046140421436 0.0022818130701400211 0.0043054287806935437 0.0036568998759423329 0.0032419423736918022 0.003680090360326964 0.0038348611366236626 0.0025798678404656038 0.0036984347535187049 0.0037589307024764968 0.0039387615517076343 0.003433182273124522 0.0042334403713509411 0.0044514030060609456 0.0011926437005553223
leaf_weight=92 64 68 52 67 98 53 85 54 75 58 59 57 936 59 93 98 80 141 89 52 94 96 105 56 54 71 59
leaf_count=92 64 68 52 67 98 53 85 54 75 58 59 57 936 59 93 98 80 141 89 52 94 96 105 56 54 71 59
internal_value=0 0.00389847 0.00222706 0.00269056 0.00320669 0.00399506 0.00124546 0.00416198 0.00268938 0.00497603 0.00136075 0.00365417 0.00409178 0.00168764 0.00394693 0.00413336 0.00372696 0.00379645 0.00363997 0.00338379 0.00403318 0.00417441 0.0042127 0.0031725 0.00398555 0.00427881 0.0013716
internal_weight=0 2170 795 540 389 2102 255 1411 229 112 151 691 1299 170 160 1235 638 558 336 193 222 1137 1041 131 143 128 111
internal_count=2965 2170 795 540 389 2102 255 1411 229 112 151 691 1299 170 160 1235 638 558 336 193 222 1137 1041 131 143 128 111
is_linear=0
shrinkage=0.00231039


Tree=1088
num_leaves=14
num_cat=0
split_feature=41 39 455 13 4 151 484 13 12 13 148 52 12
split_gain=3.05361 2.62106 3.0911 3.14169 3.28268 2.94694 3.19031 2.55762 2.44571 2.29826 2.16172 1.948 0.868861
threshold=0.075585000000000013 0.11829000000000002 0.089310000000000014 -0.48634999999999995 -0.021269999999999997 -0.064619999999999983 0.085560000000000011 0.17226500000000003 0.087135000000000004 -0.16392499999999996 -0.078149999999999983 0.37486000000000003 0.023990000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 11 9 12 -6 -11 -7 -2
right_child=8 -3 -4 4 7 6 -8 -9 -10 10 -12 -13 -14
leaf_value=0.0019598510461297414 0.0013102840647788573 -0.00098511114546783753 0.0020095121110472866 0.0017548126625329804 -0.0011873854152266922 0.0004973858140464259 -0.00078496947778087362 -0.0013802710455137991 0.00018811701037602723 -0.0011174029821179612 0.00027662704561662034 0.0015980623188567027 0.0025242333274769044
leaf_weight=56 56 65 54 90 57 1090 86 53 59 54 1111 80 54
leaf_count=56 56 65 54 90 57 1090 86 53 59 54 1111 80 54
internal_value=0 0.000365097 0.00039726 0.000364711 0.000330601 0.000565003 0.000479688 8.30899e-05 0.00130727 0.000146618 0.000211949 0.000572708 0.00190688
internal_weight=0 2796 2731 2677 2621 1346 1256 1275 169 1222 1165 1170 110
internal_count=2965 2796 2731 2677 2621 1346 1256 1275 169 1222 1165 1170 110
is_linear=0
shrinkage=0.00680503


Tree=1089
num_leaves=12
num_cat=0
split_feature=9 2 48 9 2 457 3 2 402 3 16
split_gain=5.24429 7.69057 5.56017 3.55789 6.97943 3.11992 3.10125 2.45144 2.38585 2.5588 1.90427
threshold=0.094575000000000006 -0.098699999999999982 0.10255000000000002 -0.083879999999999996 -0.0050599999999999994 0.091935000000000017 -0.046079999999999989 0.096325000000000008 0.088470000000000007 0.31316500000000008 -0.0090799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 8 -4 -7 9 -6 -10
right_child=-2 2 6 4 5 7 -8 -9 10 -11 -12
leaf_value=0.0025440115032148336 -0.0015130537445446071 0.0017830428659251318 5.3078195637577328e-05 -0.001777932039133285 0.00023406760814004445 0.00046838652052829478 -0.0013973716500743757 0.002212229559287036 0.0005637941573519088 0.001514544096319925 0.0017075958394115048
leaf_weight=52 53 58 103 52 2129 55 96 54 193 54 66
leaf_count=52 53 58 103 52 2129 55 96 54 193 54 66
internal_value=0 0.000330287 0.000290015 0.000360062 0.000328331 0.00037129 -0.000646325 0.00133288 0.000328344 0.000265771 0.000855504
internal_weight=0 2912 2860 2661 2603 2551 199 109 2442 2183 259
internal_count=2965 2912 2860 2661 2603 2551 199 109 2442 2183 259
is_linear=0
shrinkage=0.00580803


Tree=1090
num_leaves=17
num_cat=0
split_feature=3 3 13 157 13 4 13 3 15 3 13 43 13 3 157 1
split_gain=6.3409 8.62267 11.2494 8.51895 7.80495 3.1841 4.81656 8.83591 22.603 6.3695 4.40271 2.48961 3.5054 4.84917 3.43133 0.678225
threshold=-0.14884499999999998 -0.11017499999999998 0.10474000000000001 -0.0036449999999999994 0.060680000000000005 -0.15615999999999999 -0.49895999999999996 0.093925000000000022 -0.018024999999999996 0.30863500000000005 -0.0029949999999999998 -0.22971499999999997 0.0083850000000000018 -0.071844999999999978 -0.077764999999999987 0.108865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 10 -7 11 9 15 -3 -8 14 -14 -13 -9
right_child=1 5 -4 4 -6 6 7 8 -10 -11 -12 12 13 -15 -16 -17
leaf_value=0.0033758375618886138 -0.0037044460108015664 3.0267747509304489e-05 0.0002827404647126036 0.0020354142594914549 -0.00061332822909734592 0.0020847117069308389 0.0013997637903315529 0.00053355287715432299 -0.0047200018839318146 -0.001579014353702063 0.0022333927358527692 0.0011022005335505703 0.00029838542841148779 -0.0019639047453434864 0.00025668613008923062 0.0015478223224726795
leaf_weight=61 52 70 66 85 99 57 85 55 52 59 80 224 95 66 1665 54
leaf_count=61 52 70 66 85 99 57 85 55 52 59 80 224 95 66 1665 54
internal_value=0 0.000221008 -0.00147374 0.00129884 0.000609904 0.000299091 0.00024268 0.000198067 -0.00102548 0.000117655 0.00120572 0.000324178 0.000279548 -0.000628588 0.000356985 0.00103666
internal_weight=0 2680 118 245 184 2562 2412 2355 220 168 150 2135 2050 161 1889 109
internal_count=2925 2680 118 245 184 2562 2412 2355 220 168 150 2135 2050 161 1889 109
is_linear=0
shrinkage=0.00641253


Tree=1091
num_leaves=19
num_cat=0
split_feature=4 43 481 3 1 0 0 43 12 11 1429 49 4 42 4 1429 42 3
split_gain=4.43648 3.6591 3.90751 4.52553 9.37925 4.09319 3.77745 3.52812 3.80812 3.4518 2.51564 2.74015 2.41242 2.12083 1.83995 1.08417 1.015 0.923513
threshold=-0.51843499999999987 0.10751000000000001 0.063455000000000011 0.088880000000000015 0.09717000000000002 -0.22984499999999997 -0.108275 0.0052850000000000006 0.085945000000000008 0.089270000000000002 0.084895000000000012 -0.081629999999999994 -0.000195 0.092340000000000019 0.41248000000000007 0.090345000000000023 0.091210000000000013 -0.062694999999999987
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 -3 9 -9 10 11 -2 -7 17 -14 -12 -10 -8
right_child=1 6 -4 4 5 12 13 8 16 -11 15 -13 14 -15 -16 -17 -18 -19
leaf_value=0.0022965765260839397 -0.00063150433809773228 0.00273087793143957 0.0018174484427085844 -0.0026825864685942466 0.0018181707904010701 0.0006012865015670813 -0.00023057556649285705 -0.0022762592239841438 0.00064104193320202159 -0.0010132983085787131 0.0021598013250615994 0.00040640832155376747 -0.002024822193081869 0.0018610509155736732 -0.00017494358651130762 0.00075031239847897697 -0.00052143060935297273 0.00085930225353724821
leaf_weight=54 138 53 70 85 52 68 95 53 60 92 53 1668 54 52 54 57 101 66
leaf_count=54 138 53 70 85 52 68 95 53 60 92 53 1668 54 52 54 57 101 66
internal_value=0 0.000248051 0.000167249 0.000121651 -0.000675319 7.26729e-05 0.00103908 0.00023395 -0.000630111 0.000326073 0.000390425 0.000327058 -0.000442613 0.000617765 -0.00110058 0.00143012 -8.77416e-05 0.000215737
internal_weight=0 2871 2605 2535 313 228 266 2222 214 2008 1916 1806 176 213 108 110 161 161
internal_count=2925 2871 2605 2535 313 228 266 2222 214 2008 1916 1806 176 213 108 110 161 161
is_linear=0
shrinkage=0.00707995


Tree=1092
num_leaves=26
num_cat=0
split_feature=1 2 3 3 2 4 43 457 13 43 4 159 160 3 0 13 52 1 4 13 49 0 484 133 1429
split_gain=392.576 82.2248 38.6722 32.7722 23.5 21.0835 19.6315 19.5584 21.9497 19.5235 13.3241 12.9066 13.0942 11.8824 14.1812 14.0212 10.0036 7.66142 7.05229 6.73957 5.40622 5.81787 2.75175 2.73313 2.22782
threshold=0.10749500000000002 0.12026500000000001 -0.036264999999999992 -0.064349999999999991 0.14808000000000002 0.0049450000000000006 -0.049999999999999996 0.088175000000000017 -0.0042049999999999995 0.031820000000000008 0.052250000000000012 0.018290000000000004 -0.010599999999999998 -0.14884499999999998 -0.060094999999999989 0.084770000000000026 1.0000000180025095e-35 1.0000000180025095e-35 -0.00076499999999999995 -0.016319999999999998 -0.078789999999999985 -0.085674999999999987 0.084470000000000017 0.031880000000000012 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=3 2 5 10 19 -2 -4 8 9 17 13 12 -10 15 20 -1 23 -5 -14 -3 -15 22 -22 -12 -23
right_child=1 4 6 7 -6 -7 -8 -9 11 -11 16 -13 18 14 -16 -17 -18 -19 -20 -21 21 24 -24 -25 -26
leaf_value=0.0059429612362767604 0.0047640091422728363 0.00097387114154926597 0.0010757945317461833 0.0033443377355723042 -7.8579406125450782e-05 0.0028935135721893739 0.0027443919205691262 0.0022051382904070497 0.0049361662871829654 0.0043564850413256792 0.002913386034345614 0.0054331438145882073 0.0029382228475925616 0.0036897005896947537 0.0032600592773348812 0.0044429557311520098 0.0043968363107022507 0.0021128812263753139 0.004175759359202974 0.0020504144956460697 0.0046319330070135716 0.0043277088779152557 0.0052259783523708608 0.0036960062597057729 0.0048559697039908273
leaf_weight=71 64 76 84 56 101 92 93 52 64 62 59 53 61 57 66 87 93 73 55 70 425 847 56 54 54
leaf_count=71 64 76 84 56 101 92 93 52 64 62 59 53 61 57 66 87 93 73 55 70 425 847 56 54 54
internal_value=0 0.00194208 0.00275308 0.00424004 0.00084861 0.00366107 0.00195267 0.00365388 0.0038315 0.00320251 0.00438931 0.00434699 0.00402704 0.00446372 0.0043951 0.00511718 0.00378851 0.00264767 0.00352522 0.0014902 0.00444714 0.00447836 0.00470115 0.00328762 0.0043594
internal_weight=0 580 333 2345 247 156 177 476 424 191 1869 233 180 1663 1505 158 206 129 116 146 1439 1382 481 113 901
internal_count=2925 580 333 2345 247 156 177 476 424 191 1869 233 180 1663 1505 158 206 129 116 146 1439 1382 481 113 901
is_linear=0
shrinkage=0.00250084


Tree=1093
num_leaves=16
num_cat=0
split_feature=3 11 12 3 13 16 15 12 147 40 1429 482 52 52 3
split_gain=4.80409 6.7246 6.8625 5.57416 6.50864 2.65003 4.21397 6.63769 3.00641 3.60327 2.74801 2.37614 2.23615 2.11318 2.06796
threshold=-0.14954999999999999 0.086175000000000015 0.084395000000000012 -0.11017499999999998 0.064420000000000019 -0.45743999999999996 -0.2987999999999999 -0.079404999999999989 1.0000000180025095e-35 -0.081079999999999985 -0.08262499999999999 0.11524000000000002 -0.22118499999999996 0.12411500000000002 0.0053500000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 13 7 -7 9 -8 -11 -12 -3 14 -5
right_child=3 12 -4 5 -6 6 8 -9 -10 10 11 -13 -14 -15 -16
leaf_value=0.00087802535764424034 -0.0025773708788212903 0.00094356498036838688 0.0037111120309186343 0.0013771831659481044 0.00026423552537719952 -0.002472438448716419 0.0015423827950373948 0.00046580041006664795 -0.00077446094312672237 0.0016914601820467385 0.00025908956412955497 0.0015822200535264973 -0.00083849447959720739 0.001999262808024262 -1.8667582571326194e-05
leaf_weight=74 55 53 58 75 69 53 98 65 88 55 1930 53 54 58 87
leaf_count=74 55 53 58 75 69 53 98 65 88 55 1930 53 54 58 87
internal_value=0 0.00119253 0.00212337 0.000280516 -0.000995624 0.000342306 0.000281512 -0.000853359 0.000341755 0.000387772 0.000332219 0.000294486 4.35929e-05 0.000989191 0.000627153
internal_weight=0 239 132 2686 124 2562 2342 118 2224 2136 2038 1983 107 220 162
internal_count=2925 239 132 2686 124 2562 2342 118 2224 2136 2038 1983 107 220 162
is_linear=0
shrinkage=0.00616352


Tree=1094
num_leaves=17
num_cat=0
split_feature=3 13 0 0 0 12 10 16 0 52 14 1375 1 0 12 16
split_gain=3.42018 6.33751 10.4295 5.49497 5.0554 4.5479 4.67113 3.66939 7.29717 5.04903 3.32329 2.63104 2.583 2.55102 2.26693 1.53844
threshold=-0.14884499999999998 0.085955000000000018 -0.14164999999999997 0.10446500000000002 0.10446500000000002 -0.14392999999999997 -0.089679999999999982 -0.33811499999999994 -0.10934999999999999 -1.0000000180025095e-35 -0.071824999999999986 -0.030214999999999995 0.090435000000000015 -0.13165999999999997 1.0000000180025095e-35 -0.53342999999999996
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 -7 13 9 12 -10 -12 -9 15 -15 -8
right_child=4 3 -4 -5 -6 6 7 8 10 -11 11 -13 -14 14 -16 -17
leaf_value=-2.2010255882265119e-05 0.0016975777604529994 -0.0014768219696306704 0.0035761405793333558 0.0010863361382134383 -0.0013872459491628248 -0.0015004874381831373 0.00088248392423970201 -0.001255471579979743 -0.0011056028005311741 -0.002021077893897113 0.0014918990541441289 0.00030607067000695229 0.00034814173089766368 0.0012692096780983347 -0.00019566215685390157 0.0023165372529348862
leaf_weight=53 79 52 66 74 69 56 52 55 59 82 71 1832 110 68 89 58
leaf_count=53 79 52 66 74 69 56 52 55 59 82 71 1832 110 68 89 58
internal_value=0 0.000973014 0.00197306 2.80129e-05 0.000227028 0.000269712 0.000225136 0.000264191 0.000183281 -0.000795481 0.000306532 0.000350347 -0.000186005 0.000933353 0.000438394 0.00163921
internal_weight=0 245 119 126 2680 2611 2532 2476 2209 247 1962 1903 165 267 157 110
internal_count=2925 245 119 126 2680 2611 2532 2476 2209 247 1962 1903 165 267 157 110
is_linear=0
shrinkage=0.00604267


Tree=1095
num_leaves=25
num_cat=0
split_feature=4 2 12 1 13 1 2 11 16 43 124 49 2 47 159 1 475 2 39 0 2 12 4 4
split_gain=349.224 102.291 64.9502 51.809 23.9264 22.7229 19.0459 15.1076 11.6842 11.1351 9.18445 8.82039 8.49682 7.93136 6.82312 7.37339 4.59581 3.98983 3.79152 3.3167 3.97158 3.13424 2.54493 2.99648
threshold=0.31392000000000003 0.153865 0.056995000000000011 0.092395000000000019 -1.0000000180025095e-35 0.12895500000000001 0.091235000000000024 1.0000000180025095e-35 -0.0046349999999999994 -0.049364999999999992 -0.085804999999999979 -0.06017999999999999 0.11523000000000001 0.11043500000000002 0.084780000000000008 0.087225000000000011 -0.08230999999999998 0.096080000000000013 0.095830000000000012 -0.085674999999999987 0.089570000000000025 0.084305000000000005 -0.09390999999999998 0.049545000000000006
decision_type=2 2 2 2 2 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 10 9 7 13 -6 -2 -5 -8 -11 19 15 17 -13 -1 -7 20 -4 -21 -18 -24
right_child=5 -3 6 4 8 18 11 -9 -10 12 -12 16 -14 -15 -16 -17 22 -19 -20 21 -22 -23 23 -25
leaf_value=0.0041623637321704541 0.0013329873414284713 0.0010518674877388599 0.0041845376451513597 0.0026164445844564003 0.0039163261261205623 0.0012078405237254445 0.0028565885213103505 0.0049106027002361078 0.0026931787803224517 0.002940484701604339 0.0016882108281427884 0.0042342659435292028 0.0018830495221894292 0.0033711389314136221 0.0043621564653069395 0.0029923018239549916 0.0033211062903676747 0.0034537771649049203 0.00055252884550669758 0.0034664939525615962 0.0036236833754336034 0.0039622226576246453 0.0037928152557986481 0.0034564770931837462
leaf_weight=71 60 54 480 70 52 91 52 68 67 52 93 53 63 77 60 52 83 52 52 52 53 684 331 144
leaf_count=71 60 54 480 70 52 91 52 68 67 52 93 53 63 77 60 52 83 52 52 52 53 684 331 144
internal_value=0 0.00368588 0.0037407 0.00312736 0.00256847 0.00154165 0.00389337 0.00402026 0.00322784 0.0020089 0.00208697 0.0036227 0.00236137 0.00397527 0.00379794 0.00360437 0.00368786 0.00386297 0.00096969 0.00401191 0.00412881 0.00392723 0.00363593 0.0036909
internal_weight=0 2648 2594 517 282 318 2077 1414 119 175 163 663 115 1346 235 175 611 123 143 1269 533 736 558 475
internal_count=2966 2648 2594 517 282 318 2077 1414 119 175 163 663 115 1346 235 175 611 123 143 1269 533 736 558 475
is_linear=0
shrinkage=0.00193323


Tree=1096
num_leaves=15
num_cat=0
split_feature=14 0 4 0 48 48 0 0 0 0 4 0 1 4
split_gain=4.98003 6.12508 4.15075 3.26068 3.23566 2.1402 2.50342 2.47668 2.01182 4.87629 6.3114 2.06257 1.95822 1.70684
threshold=-0.10523499999999998 -0.11073999999999999 0.31392000000000003 -0.12851999999999997 -0.087924999999999989 0.10690000000000001 -0.090729999999999991 -0.195045 -0.14259999999999998 -0.11073999999999999 0.18095500000000003 -0.15029999999999996 0.13385500000000003 -0.17568999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 7 -7 -6 11 10 -10 -9 -5 -11
right_child=2 -3 3 12 5 6 -8 8 9 13 -12 -13 -14 -15
leaf_value=0.0033474288940882817 0.0019707514910423515 0.00057458142282230951 -0.0012618022687930384 -0.00061074380602074198 -0.00084962730700645632 0.0023035739121289194 0.00057640335130099965 0.00042651155344334451 -0.0023964810708135289 0.0010310944398980817 0.00056314049671146802 0.0021348582453088625 0.00094864202397291532 0.00041355634125661919
leaf_weight=52 57 80 98 57 60 52 92 57 55 195 59 55 72 1925
leaf_count=52 57 80 98 57 60 52 92 57 55 195 59 55 72 1925
internal_value=0 0.00166742 0.000417988 -0.000397211 0.000488996 0.000455848 0.00120057 0.000411248 0.000443524 0.000402258 -0.000864158 0.00126603 0.000259091 0.00047039
internal_weight=0 132 2834 227 2607 2550 144 2406 2346 2234 114 112 129 2120
internal_count=2966 132 2834 227 2607 2550 144 2406 2346 2234 114 112 129 2120
is_linear=0
shrinkage=0.00628679


Tree=1097
num_leaves=11
num_cat=0
split_feature=96 12 3 12 124 12 124 150 9 12
split_gain=4.3073 4.29307 4.00716 2.9241 4.77927 4.11479 3.88443 2.94223 3.17368 4.08116
threshold=0.083715000000000026 -0.22686499999999998 0.31351000000000001 -0.084509999999999988 -0.087569999999999995 -0.064689999999999984 -0.073304999999999995 -0.088479999999999989 0.037245000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -6 -7 9 -9
right_child=-2 2 -4 5 6 7 -8 8 -10 -11
leaf_value=0.0021261453419082858 -0.0012344081995721826 0.0010940787765691706 -0.0011883773982607963 0.0020394431011567932 -0.0023568738176241036 0.0016035635326815552 2.4239571003854635e-05 -0.0013026633768783691 0.001661482772247832 0.00039546291371922709
leaf_weight=55 61 54 60 62 52 79 52 55 73 2363
leaf_count=55 61 54 60 62 52 79 52 55 73 2363
internal_value=0 0.000420263 0.000387319 0.000421229 -0.000392944 0.000470129 -0.00116568 0.000432244 0.000395071 0.00035681
internal_weight=0 2905 2850 2790 158 2632 104 2570 2491 2418
internal_count=2966 2905 2850 2790 158 2632 104 2570 2491 2418
is_linear=0
shrinkage=0.00616352


Tree=1098
num_leaves=16
num_cat=0
split_feature=2 41 42 39 457 159 43 13 51 43 2 48 457 43 16
split_gain=3.30242 4.02332 4.04501 3.82689 2.43051 2.42707 5.33193 4.7188 3.05098 4.13347 2.77706 2.68453 3.56558 2.02021 1.59747
threshold=-0.16649999999999998 1.0000000180025095e-35 0.090115000000000015 0.096775000000000014 -0.09003499999999999 0.080875000000000016 -0.077559999999999976 -0.020484999999999996 -0.21194499999999997 -0.073404999999999984 0.10384 -0.077984999999999985 0.092330000000000009 -0.089694999999999983 0.0063750000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 8 13 10 9 -6 -8 -10 -13 -7 -5
right_child=1 2 -4 14 5 6 7 -9 11 -11 -12 12 -14 -15 -16
leaf_value=-0.001122143447331017 0.0014107131821729138 0.0022329462471009955 0.00026252229717824019 -0.0013355320728389893 0.00034595876074080384 0.00072784931147541927 0.0016399036027088848 0.0024975079812143367 -0.0010941295676471249 -0.0019272634265666052 -0.00018907993975165479 0.00027188657686332766 0.0016336003565211943 -0.00059189499009298517 7.2969397925316056e-05
leaf_weight=59 79 84 75 74 65 77 58 89 52 57 69 1897 76 103 52
leaf_count=59 79 84 75 74 65 77 58 89 52 57 69 1897 76 103 52
internal_value=0 0.000350539 0.00130391 0.000295353 0.000345791 0.000312683 0.000756125 0.00140901 0.000230862 -0.000715581 0.000645686 0.000287915 0.000324373 -2.69722e-05 -0.000753724
internal_weight=0 2907 159 2748 2622 2543 396 216 2147 122 127 2025 1973 180 126
internal_count=2966 2907 159 2748 2622 2543 396 216 2147 122 127 2025 1973 180 126
is_linear=0
shrinkage=0.00616352


Tree=1099
num_leaves=19
num_cat=0
split_feature=31 10 2 2 159 160 12 159 13 13 1 4 160 2 1 133 13 13
split_gain=3.07669 4.08333 3.51243 3.15789 4.39246 3.99902 5.07996 3.42727 3.43756 3.3711 4.08247 3.17272 2.64357 2.55025 1.88347 1.73043 1.4946 0.904953
threshold=-0.017869999999999997 -0.16262499999999996 -0.10238999999999998 0.083815000000000014 -0.41538999999999998 0.0088350000000000008 0.083865000000000009 0.018290000000000004 0.091815000000000022 -1.0000000180025095e-35 0.085550000000000015 -0.011209999999999999 0.023210000000000005 0.10859000000000001 0.080320000000000016 0.056015000000000002 -0.052124999999999998 -0.080624999999999988
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 11 8 12 14 -11 -4 -6 -10 -9 17 -17 -8
right_child=1 2 3 4 7 -7 15 9 13 10 -12 -13 -14 -15 -16 16 -18 -19
leaf_value=-0.0011019881679152597 0.0020743770232748075 -0.0012124757232797225 0.00097846857018592075 0.0019496030293972568 -5.6506633928043613e-06 -0.00080847251100773989 0.00044767380565690501 0.00072333593178656856 -0.00024519825856241515 0.00055186184486358085 0.0032974182776226955 0.00336617859484541 0.00089667701905875394 -0.0020368159134031552 -0.00061502229999068649 -0.00099587604523177962 0.00060804571900671222 0.0011809730739275027
leaf_weight=78 70 77 52 73 1243 74 145 179 104 62 52 66 196 69 79 54 69 224
leaf_count=78 70 77 52 73 1243 74 145 179 104 62 52 66 196 69 79 54 69 224
internal_value=0 0.000351282 0.000308453 0.000351207 0.000209809 0.000776322 0.000968702 0.000145755 1.52153e-06 0.000770561 0.0018049 0.00231462 0.000117198 -0.00096022 0.00031323 0.000645743 -9.54883e-05 0.000893029
internal_weight=0 2888 2818 2741 2057 684 610 1984 1612 372 114 118 1439 173 258 492 123 369
internal_count=2966 2888 2818 2741 2057 684 610 1984 1612 372 114 118 1439 173 258 492 123 369
is_linear=0
shrinkage=0.00722155


Tree=1100
num_leaves=13
num_cat=0
split_feature=3 43 123 1447 160 1209 3 1 3 3 3 3
split_gain=5.41026 3.35964 3.49901 2.96759 4.27481 2.55929 2.1288 9.85054 3.54504 1.42894 1.34513 3.83207
threshold=0.35004500000000011 0.15260500000000002 0.09394000000000001 -0.085804999999999979 -0.54243999999999992 0.083050000000000013 0.10021000000000001 0.10423500000000001 0.090170000000000014 -0.082914999999999975 -0.059315 -0.07929499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 8 -8 -6 -7 11 -3
right_child=-2 10 -4 4 5 9 7 -9 -10 -11 -12 -13
leaf_value=-0.00087963893879198553 -0.0014482811571431371 0.0015575460707750576 -0.0012887736068341125 0.0017112902177028591 0.00010678751677425238 0.00032140782996521288 -0.002533903235347224 0.00035144370490271682 0.001609376106655814 0.0014945872559165305 0.0015945143538906787 -0.00044862166544298258
leaf_weight=100 78 70 64 65 2039 77 61 148 59 75 69 69
leaf_count=100 78 70 64 65 2039 77 61 148 59 75 69 69
internal_value=0 0.000164385 0.000107105 0.000141175 0.000181645 0.000141185 9.11153e-05 -0.000490382 0.000149074 0.000900704 0.000904302 0.000561215
internal_weight=0 2896 2688 2624 2524 2459 2307 209 2098 152 208 139
internal_count=2974 2896 2688 2624 2524 2459 2307 209 2098 152 208 139
is_linear=0
shrinkage=0.00604267


Tree=1101
num_leaves=18
num_cat=0
split_feature=4 15 158 14 15 43 4 12 14 4 402 402 52 13 48 402 52
split_gain=2.93105 7.53071 7.03028 4.35862 5.12459 4.12384 5.25376 3.5017 4.17191 2.73722 2.29212 3.82446 2.97316 2.64029 2.41884 1.62478 0.932523
threshold=0.31392000000000003 -0.46772999999999992 0.092995000000000008 -0.24790499999999996 -0.19153499999999998 0.10440000000000002 -0.078549999999999995 -0.093719999999999984 0.05884000000000001 0.0072100000000000003 0.089785000000000018 0.036770000000000004 0.087400000000000019 -0.091149999999999995 0.10971000000000002 0.10893000000000001 -0.052874999999999991
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 7 -7 -1 10 -8 11 13 15 16 -15 -12 -9
right_child=1 3 -4 4 -6 6 9 8 -10 -11 12 -13 -14 14 -16 -17 -18
leaf_value=-0.0013355401936791986 0.0025134144211779257 -0.0029558515628957476 -0.0010363327371809587 0.0008263804006187421 -0.0018302967403980056 0.003069511004176574 -0.00038053894131998304 0.00011859358873065842 -0.0013248878112796087 0.0014050212027089772 0.0011768435345698438 -0.0014164905439786196 0.0024171754926615501 0.00023567112575804004 0.0014450096829048641 -0.00023895696252211761 -0.0010082872521316281
leaf_weight=84 66 61 52 67 87 55 89 57 94 90 83 78 53 1665 91 86 116
leaf_count=84 66 61 52 67 87 55 89 57 94 90 83 78 53 1665 91 86 116
internal_value=0 -0.000517055 0.000948466 -0.00132175 -0.000673969 0.000201863 0.00111712 0.000112853 0.00016526 0.000516798 0.000228136 0.000151072 0.000924496 0.000214497 0.000298386 0.000455921 -0.000636557
internal_weight=0 333 118 215 154 2641 234 2407 2323 179 2229 2007 222 1929 1756 169 173
internal_count=2974 333 118 215 154 2641 234 2407 2323 179 2229 2007 222 1929 1756 169 173
is_linear=0
shrinkage=0.00722155


Tree=1102
num_leaves=11
num_cat=0
split_feature=150 2 11 11 4 129 447 4 1446 1446
split_gain=3.82929 3.17554 2.40995 4.54289 2.7603 2.38798 1.87224 2.14347 5.7226 3.07709
threshold=0.12364000000000001 0.25063000000000007 0.086175000000000015 0.079700000000000007 -0.14994999999999997 0.10652500000000002 0.085990000000000011 -0.081204999999999986 0.083735000000000018 0.092380000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 7 8 -1 -9
right_child=-2 -3 4 -5 -6 -7 -8 9 -10 -11
leaf_value=0.00068253456915353815 -0.0015190122862921538 -0.0015013454454957094 -0.0018469599843522898 0.0022251555088923336 0.00014379398038543253 0.0016456822040512025 0.0011270941626104563 -6.9534952379418251e-05 -0.001433293092658606 0.0013217328682484741
leaf_weight=572 69 56 60 53 76 52 90 1797 69 80
leaf_count=572 69 56 60 53 76 52 90 1797 69 80
internal_value=0 0.000135406 0.000167604 0.000212824 -0.000733935 0.000172701 0.000143303 0.000108111 0.000454662 -1.0198e-05
internal_weight=0 2905 2849 2713 136 2660 2608 2518 641 1877
internal_count=2974 2905 2849 2713 136 2660 2608 2518 641 1877
is_linear=0
shrinkage=0.00694113


Tree=1103
num_leaves=27
num_cat=0
split_feature=4 1 3 1 2 4 14 15 2 12 1 2 1 2 2 52 0 15 4 4 12 52 4 0 12 15
split_gain=415.273 122.44 79.9076 32.3921 19.204 15.2396 14.6922 14.0937 11.8803 14.0001 11.2523 10.3525 9.9423 8.2534 8.07226 7.95913 6.70454 6.27671 5.71688 5.01097 4.68829 3.9547 4.75194 4.07244 1.81105 1.4637
threshold=0.31392000000000003 0.10075500000000003 -0.036264999999999992 0.12895500000000001 0.093320000000000014 -0.079164999999999985 0.073890000000000011 -0.46188999999999997 0.13775000000000001 -1.0000000180025095e-35 0.089370000000000019 0.123795 0.083065000000000014 0.086275000000000004 0.11523000000000001 -0.020789999999999996 -0.072529999999999983 -0.43091499999999999 0.020110000000000006 0.18572000000000002 0.092010000000000022 0.26676500000000009 -0.097349999999999978 -0.085674999999999987 0.089275000000000007 -0.076594999999999983
decision_type=2 2 2 2 2 2 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 14 6 -3 12 -5 9 -4 11 18 21 16 -2 -7 24 -16 20 -20 -6 22 -1 -24 -14 -22
right_child=3 2 8 7 10 15 -8 -9 -10 -11 -12 -13 13 -15 17 -17 -18 -19 19 -21 25 -23 23 -25 -26 -27
leaf_value=0.0046792654768834626 0.0023148661186628843 0.0044165461302961432 0.0015296416266719565 0.0012244159662444171 0.0043062791030251324 0.0027795202697349889 0.0048289981994141355 -4.3702199857158075e-05 0.00099814245128591211 0.0027014896183846838 0.0027258320702978692 0.0028996437500914403 0.004055157791279085 0.0029273761959582203 0.0019345825816295713 0.003652122007474059 0.0031456173637355008 0.00093475910909441239 0.0031507284642418062 0.0039332429874847459 0.0040636549480387949 0.0035071900494688178 0.0041921513279772841 0.0039151581219585164 0.0037622254848143064 0.0036710993394371292
leaf_weight=55 78 62 88 67 93 85 84 82 54 84 61 67 170 52 54 92 58 52 97 54 53 52 457 446 195 182
leaf_count=55 78 62 88 67 93 85 84 82 54 84 61 67 170 52 54 92 58 52 97 54 53 52 457 446 195 182
internal_value=0 0.0036689 0.00271317 0.00123763 0.00387312 0.00354027 0.00399312 0.000526378 0.00183839 0.00210207 0.00356293 0.00365641 0.00394582 0.00370052 0.00181347 0.0032332 0.00379551 0.00144431 0.00376222 0.00343071 0.00391476 0.00406116 0.00409121 0.00405537 0.00389872 0.00375973
internal_weight=0 2641 465 333 2176 239 1569 149 226 172 607 546 1485 475 184 177 423 106 479 151 328 1010 958 903 365 235
internal_count=2974 2641 465 333 2176 239 1569 149 226 172 607 546 1485 475 184 177 423 106 479 151 328 1010 958 903 365 235
is_linear=0
shrinkage=0.00205156


Tree=1104
num_leaves=9
num_cat=0
split_feature=2 40 0 12 0 150 457 156
split_gain=2.9227 3.4053 2.46956 3.31836 2.69374 2.12028 3.46856 2.87544
threshold=0.25063000000000007 0.09888000000000001 0.12503500000000004 0.11984500000000002 0.10446500000000002 0.12302 0.097330000000000014 0.081990000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1
right_child=-2 -3 -4 -5 -6 -7 -8 -9
leaf_value=0.00020369080198621059 -0.0014241206253026908 -0.0015966774058680554 0.0016583349673619579 0.0018153864577100532 -0.001263635366844185 -0.0010963821722562819 0.0020832941762378796 0.00098168342946940461
leaf_weight=2183 57 53 84 85 65 61 66 320
leaf_count=2183 57 53 84 85 65 61 66 320
internal_value=0 0.000327852 0.000363495 0.000324341 0.000277283 0.000315398 0.000348952 0.000303187
internal_weight=0 2917 2864 2780 2695 2630 2569 2503
internal_count=2974 2917 2864 2780 2695 2630 2569 2503
is_linear=0
shrinkage=0.00766357


Tree=1105
num_leaves=24
num_cat=0
split_feature=1 3 123 47 1 1 4 52 158 0 12 1 133 3 12 16 123 49 0 0 1 51 3
split_gain=618.172 147.077 51.463 36.269 39.5605 32.5318 24.092 14.5969 14.2157 13.9708 13.6366 13.421 12.0356 14.4506 9.00194 8.69735 8.66465 7.68378 8.70062 8.3177 7.5866 6.3124 4.5122
threshold=0.10404000000000001 -0.063889999999999988 1.0000000180025095e-35 0.091930000000000012 0.12000500000000001 0.121715 0.043640000000000005 -0.11183499999999999 0.019155000000000002 -0.066934999999999981 -1.0000000180025095e-35 0.15028500000000003 -0.0036349999999999998 -0.14539499999999997 0.091625000000000012 -0.14463999999999996 0.087855000000000016 -0.014479999999999998 -0.098429999999999976 -0.10339499999999999 1.0000000180025095e-35 0.116525 -0.074234999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 4 10 7 9 -2 20 15 -3 16 -11 -14 -15 -1 -6 19 -19 -17 22 -20 -8
right_child=1 3 -4 -5 11 -7 8 -9 -10 12 -12 -13 13 14 -16 17 -18 18 21 -21 -22 -23 -24
leaf_value=0.0062646159308179482 0.0056128754519702406 0.0017943709067594642 0.0034268523365233922 0.0032683543088013953 0.001691058926745484 0.0026768387792682129 0.0048446601065012841 0.0041771868926680908 0.005395575455331039 0.0037958084088738709 0.0031086014944579862 -5.6025567213194795e-05 0.0060636161909046957 0.0052717904315590074 0.0042209144471049079 0.0040792166136901058 0.00059849891255498388 0.0060283598783384216 0.0053634705711363166 0.0052254668051811455 0.0035160823722911326 0.0045810391887541706 0.0040579872196812652
leaf_weight=55 60 87 93 84 101 57 93 103 81 52 82 54 55 81 95 52 63 103 1271 98 55 58 68
leaf_count=55 60 87 93 84 101 57 93 103 81 52 82 54 55 81 95 52 63 103 1271 98 55 58 68
internal_value=0 0.00262053 0.00511135 0.00189195 0.00159313 0.00418024 0.005182 0.00470581 0.00456901 0.00527681 0.00243219 0.000942555 0.00480197 0.00502836 0.0047047 0.00535888 0.00127151 0.00532737 0.00537964 0.00482826 0.00425894 0.00532934 0.00451255
internal_weight=0 691 2310 471 387 220 2217 163 297 1920 169 218 283 231 176 1637 164 1582 1432 150 216 1329 161
internal_count=3001 691 2310 471 387 220 2217 163 297 1920 169 218 283 231 176 1637 164 1582 1432 150 216 1329 161
is_linear=0
shrinkage=0.00231039


Tree=1106
num_leaves=32
num_cat=0
split_feature=1 12 1 3 52 12 52 16 52 3 15 49 43 3 151 15 3 16 13 42 1212 16 1 15 52 12 402 13 133 49 16
split_gain=210.093 52.8724 32.2941 19.4635 11.2055 10.9497 10.7533 9.74036 10.7202 7.88349 10.2454 8.17115 7.4685 11.2146 4.46126 3.93244 5.46082 7.26158 4.45137 8.11194 3.66463 5.92803 3.48768 3.28362 2.6258 2.22738 2.08869 1.99708 1.33851 1.04089 0.458168
threshold=0.12000500000000001 0.056995000000000011 0.09258000000000001 -0.049204999999999992 0.023800000000000005 0.093125000000000013 -0.091869999999999993 0.0030150000000000008 1.0000000180025095e-35 -0.14326499999999995 0.039965000000000007 -0.078789999999999985 -0.025079999999999995 0.28833000000000003 -0.082164999999999988 -0.035654999999999992 -0.14088999999999999 -0.0048749999999999991 -0.05461499999999999 -0.048604999999999988 0.087685000000000013 -0.077049999999999993 0.10749500000000002 0.089545000000000013 -0.032354999999999988 0.084065000000000015 0.016205000000000004 0.011265000000000002 0.085785000000000014 0.077505000000000018 -0.079144999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 6 9 -1 8 14 10 -3 -11 -5 -14 -4 18 -17 26 29 30 23 -22 -16 25 -8 -13 27 -18 -25 -7 -20
right_child=3 5 7 12 -6 15 24 -9 -10 11 -12 20 13 -15 22 16 17 -19 19 -21 21 -23 -24 28 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0032983579947700931 0.0022152669523417281 0.0031616548475239216 0.0019856380820860338 0.00071940052868828958 0.0036107584757145406 0.0028746487775849609 0.002013450619578471 0.0027035015218055667 0.0026166803057075809 0.0025467427428843815 0.0043091438423158226 0.0035865486028135553 0.0019540919110086637 0.00092720609503319559 0.0010378698152580441 0.0035810173309348235 0.0031694237215325535 0.0025228369094247578 0.0027155246772864431 0.001926709176111928 0.0032276049511052642 0.0024262390455135089 0.0017374907780795955 0.0028766090216884709 0.0026223397761489546 0.0032770947548389022 0.0034801516277998064 0.0027679050112179226 0.0032483195794249602 0.0032299162969442884 0.0029724129681868582
leaf_weight=71 80 61 85 103 74 72 52 67 56 71 56 100 72 89 53 63 153 102 54 53 97 54 54 103 55 759 52 68 58 57 57
leaf_count=71 80 61 85 103 74 72 52 67 56 71 56 100 72 89 53 63 153 102 54 53 97 54 54 103 55 759 52 68 58 57 57
internal_value=0 0.0029854 0.00246164 0.00137964 0.00297766 0.00312748 0.00271434 0.00204877 0.0018718 0.00323025 0.00371106 0.00318494 0.00112635 0.00138656 0.00165444 0.00293637 0.00305279 0.002964 0.00276227 0.00255014 0.00322362 0.00294116 0.00139114 0.00326542 0.00232662 0.00331314 0.00312875 0.00304597 0.00301065 0.00303179 0.00284763
internal_weight=0 2657 567 344 252 2090 178 315 248 1359 117 1242 264 161 192 731 438 375 293 164 1171 151 107 1020 107 859 273 221 161 129 111
internal_count=3001 2657 567 344 252 2090 178 315 248 1359 117 1242 264 161 192 731 438 375 293 164 1171 151 107 1020 107 859 273 221 161 129 111
is_linear=0
shrinkage=0.00193323


Tree=1107
num_leaves=29
num_cat=0
split_feature=3 15 10 12 3 151 3 12 3 124 43 15 130 52 52 484 151 484 0 3 12 43 52 12 52 1213 3 0
split_gain=167.251 54.6858 44.5892 36.0735 26.1721 20.4964 15.286 14.9633 10.0244 9.16868 8.55622 5.55816 5.46733 7.06463 5.14496 4.92185 5.82899 5.68176 5.34406 13.9912 6.19575 6.26282 4.37439 4.72087 2.91539 2.52876 2.31048 1.39895
threshold=-0.064349999999999991 -0.2987999999999999 -0.089679999999999982 0.023990000000000004 0.28833000000000003 -0.014594999999999999 0.057935000000000007 0.098595000000000016 0.093925000000000022 -0.083859999999999976 -0.025079999999999995 -0.0039399999999999991 0.015470000000000001 -0.037619999999999994 -1.0000000180025095e-35 -0.084749999999999978 -0.085369999999999988 -0.091599999999999987 -0.10339499999999999 -0.12711499999999995 0.090335000000000013 -0.11760499999999999 0.06136500000000001 0.11187500000000002 -1.0000000180025095e-35 0.10336000000000002 -0.085674999999999987 -0.072529999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 -3 -1 5 9 12 15 -8 -4 -2 -10 13 -7 -11 17 -17 26 19 -18 25 -22 23 24 -9 -20 -5 -24
right_child=1 2 4 7 -6 6 8 22 11 14 -12 -13 -14 -15 -16 16 18 -19 20 -21 21 -23 27 -25 -26 -27 -28 -29
leaf_value=0.0020541667887223032 0.00094454498847787222 0.00080107847318779113 0.001641948501728119 0.0041284917702064175 0.0015316556930659181 0.002031249921326494 0.0044795686016975344 0.0034766619384818988 0.0029489544699662497 0.0031049300818510191 0.001868482094992146 0.0038053866737341726 0.0034570728825049669 0.0029639007392180511 0.0022272132934536802 0.0031405290455230319 0.0047668503533221298 0.0046013705826476953 0.0037801926019148764 0.0033343222309512666 0.0027737629118062069 0.003527185799296275 0.0032877245311110576 0.0024992586647906729 0.0028722468855909926 0.0032935850509261877 0.0035539238764358675 0.0037617383749954593
leaf_weight=72 93 52 54 52 62 52 53 80 68 66 90 71 57 130 57 103 66 52 722 59 57 446 63 63 68 53 86 54
leaf_count=72 93 52 54 52 62 52 53 80 68 66 90 71 57 130 57 103 66 52 722 59 57 446 63 63 68 53 86 54
internal_value=0 0.0024415 0.00270568 0.00353955 0.00285347 0.00298822 0.00323951 0.00359238 0.00368841 0.0023762 0.00139906 0.00338658 0.00287879 0.00269755 0.00269837 0.00367317 0.00363216 0.00399808 0.00366824 0.00409088 0.00362688 0.00344185 0.00317455 0.00299026 0.00319911 0.00374694 0.00377059 0.0035067
internal_weight=0 905 722 2096 670 608 431 2024 192 177 183 139 239 182 123 1696 1506 190 1403 125 1278 503 328 211 148 775 138 117
internal_count=3001 905 722 2096 670 608 431 2024 192 177 183 139 239 182 123 1696 1506 190 1403 125 1278 503 328 211 148 775 138 117
is_linear=0
shrinkage=0.00213444


Tree=1108
num_leaves=30
num_cat=0
split_feature=1 12 1 3 2 2 475 4 159 4 49 0 16 3 2 12 4 160 16 2 12 4 4 0 3 0 12 133 2
split_gain=258.471 71.1467 48.3872 27.999 17.2281 16.7804 11.9405 11.4182 9.91447 10.8532 15.23 9.00495 7.71691 17.9797 7.21991 7.0731 6.17359 6.61007 5.30419 4.33583 4.23813 3.78161 3.72463 3.39932 3.11669 3.03272 3.03483 3.00493 1.93644
threshold=0.11829500000000003 0.056995000000000011 0.095520000000000008 -0.063889999999999988 0.097005000000000022 0.17730000000000004 -0.073994999999999991 0.31392000000000003 0.080875000000000016 -0.012865 -0.050304999999999996 -0.10298499999999998 0.41476000000000007 -0.08867499999999999 0.092155000000000015 0.090335000000000013 0.0015850000000000003 -0.070644999999999986 -0.0087049999999999992 0.083185000000000023 -0.080929999999999988 0.0014100000000000002 -0.062804999999999986 -0.079554999999999987 -0.07106999999999998 -0.085674999999999987 0.084485000000000018 0.088660000000000003 0.091465000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 -2 11 7 -6 -5 9 -4 -11 19 13 -8 22 23 17 -17 -16 -3 -9 24 -1 25 -15 27 -27 -13 -19
right_child=3 4 8 5 6 -7 12 20 -10 10 -12 15 -14 21 18 16 -18 28 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30
leaf_value=0.0039678087107635597 0.002603537669246521 0.0045311575543602331 0.0029393836484740508 0.0020550077177066773 0.0039846477332900875 0.00027712030559486289 0.0019731600032439943 0.0014980278472402774 0.0013817441214182063 0.0011346429853882117 0.002476051022316197 0.0037892302360332209 0.0035433907082482699 0.0036400407765116946 0.0033114704666619803 0.0029495668006773918 0.0028515174855151082 0.0036319411883700922 0.0024960032764580328 0.0037843716522632624 0.0008338875338093374 0.0028330077705748841 0.0033233487681003822 0.0040262808994866502 0.0030460621183754093 0.0030899743980341487 0.0035605150919026112 0.0033181654425474484 0.0033043040135451976
leaf_weight=56 81 52 69 93 58 52 67 77 59 52 90 383 87 69 65 85 78 310 60 74 73 98 95 85 70 64 344 62 93
leaf_count=56 81 52 69 93 58 52 67 77 59 52 90 383 87 69 65 85 78 310 60 74 73 98 95 85 70 64 344 62 93
internal_value=0 0.00332458 0.00269094 0.00157638 0.00349098 0.00129427 0.00314858 0.00151185 0.00209722 0.00229718 0.00198498 0.00358529 0.00302451 0.00287594 0.00327168 0.00354276 0.00336819 0.00345073 0.00292021 0.00409274 0.00117495 0.00313107 0.00356249 0.00364808 0.00334107 0.00361036 0.00348676 0.00372365 0.00355638
internal_weight=0 2625 546 376 2079 295 449 243 270 211 142 1630 391 304 276 1504 566 488 125 126 150 237 151 938 139 853 408 445 403
internal_count=3001 2625 546 376 2079 295 449 243 270 211 142 1630 391 304 276 1504 566 488 125 126 150 237 151 938 139 853 408 445 403
is_linear=0
shrinkage=0.00197189


Tree=1109
num_leaves=19
num_cat=0
split_feature=50 1374 150 150 2 376 2 157 0 4 43 1 15 159 4 50 15 43
split_gain=4.31649 3.43586 4.52145 3.75976 4.91804 3.61735 5.60218 3.20085 3.32381 3.16635 2.94404 2.55565 2.42725 1.77858 1.50151 1.52055 1.09748 0.593299
threshold=1.0000000180025095e-35 0.087110000000000007 -0.09547499999999999 0.089155000000000012 -0.13746499999999998 0.084595000000000017 -1.0000000180025095e-35 -0.090794999999999987 -0.033754999999999993 -0.50690499999999983 -0.082739999999999994 0.10500500000000001 -0.090324999999999989 -0.14736499999999997 -0.085984999999999992 0.10786000000000001 -0.0065999999999999991 -0.043004999999999995
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 -6 -2 12 -8 -5 -12 -9 -14 -15 17 -17 -16
right_child=7 -3 3 10 5 -7 9 8 -10 -11 11 -13 13 14 15 16 -18 -19
leaf_value=-0.0013050766267622702 -0.0001805865605483316 0.0023810705547237325 0.0030594265933872769 0.0011042891726591535 -0.0010286123548286492 0.0025014440856933762 -0.00076267119606515991 0.0025234353967765483 0.0034129143165213026 0.00096586294697138158 -0.0016041507359834505 0.00025132656461899713 0.002316092103980641 -3.6294738610657731e-05 0.0022535496989365255 -0.00015528598559514184 0.0013131884654240407 0.0013618580201032668
leaf_weight=52 52 74 56 81 81 70 57 99 53 1768 71 85 69 56 61 53 53 110
leaf_count=52 52 74 56 81 81 70 57 99 53 1768 71 85 69 56 61 53 53 110
internal_value=0 0.00084869 0.0007998 0.000848073 0.000948467 0.000888603 0.000829329 0.00153116 0.00169197 0.000911834 -1.23643e-05 -0.000592659 0.00150976 0.00125994 0.00104086 0.00125891 0.000578224 0.0016804
internal_weight=0 2395 2321 2269 2032 1976 1906 606 554 1825 237 156 501 402 333 277 106 171
internal_count=3001 2395 2321 2269 2032 1976 1906 606 554 1825 237 156 501 402 333 277 106 171
is_linear=0
shrinkage=0.00722155


Tree=1110
num_leaves=13
num_cat=0
split_feature=3 1375 43 483 151 43 3 13 51 1210 133 483
split_gain=8.1516 4.67624 4.87515 2.79718 2.64001 4.40708 3.20174 6.63213 5.32817 3.95978 2.08112 1.66993
threshold=0.35004500000000011 -0.16449999999999998 -0.50775499999999985 -0.095084999999999989 0.063570000000000015 -0.077849999999999989 -0.087284999999999988 -0.094359999999999986 -0.090939999999999979 -0.076894999999999977 0.11588000000000002 -0.25327999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 11 6 -6 7 -5 -9 -8 -11 -4
right_child=-2 2 3 4 5 -7 9 8 -10 10 -12 -13
leaf_value=-0.0012935243810202547 -0.0017175358168650071 -0.0014159307354320424 0.0011685276685199761 -0.0014320302581654063 0.00054714695177694804 0.003660998764003802 0.0026178440476624242 -0.0013644915984977787 0.00093793433683808387 0.0010287219417956836 0.00026009889346815813 0.0030961093532182052
leaf_weight=59 75 53 52 100 55 52 85 66 557 1513 240 54
leaf_count=59 75 53 52 100 55 52 85 66 557 1513 240 54
internal_value=0 0.000841257 0.000885839 0.000929847 0.000881288 0.00206119 0.00083196 0.000399732 0.000693886 0.00100194 0.000923538 0.00215128
internal_weight=0 2886 2827 2774 2668 107 2561 723 623 1838 1753 106
internal_count=2961 2886 2827 2774 2668 107 2561 723 623 1838 1753 106
is_linear=0
shrinkage=0.00766357


Tree=1111
num_leaves=13
num_cat=0
split_feature=2 1443 148 1 14 4 11 4 33 3 2 52
split_gain=7.47181 4.31546 3.57483 6.45314 3.22987 3.67096 3.42323 3.98002 3.75958 4.95136 3.30376 4.25322
threshold=0.17730000000000004 0.087980000000000017 -1.0000000180025095e-35 0.086005000000000012 -0.13131999999999996 0.50609000000000004 0.094855000000000009 -0.17568999999999999 0.075230000000000019 -0.14954999999999999 0.10859000000000001 -0.016329999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 10 9 -9 11 -6
right_child=-2 -3 4 -5 6 -7 -8 8 -10 -11 -12 -13
leaf_value=0.0016677625786445528 -0.0019804601465208287 -0.0014018162859530147 0.0033610329447724564 -0.0014793209847616506 0.0013228814434115405 0.00080191407511884933 -0.0010459691388449751 -0.0010157454852927537 0.0025619621951107948 0.00068532610720774766 0.00025195494321725233 0.0039167149273685508
leaf_weight=52 57 52 52 98 85 67 57 93 53 2185 56 54
leaf_count=52 57 52 52 98 85 67 57 93 53 2185 56 54
internal_value=0 0.000659361 0.000696969 -0.000387818 0.000757218 0.00192083 0.00070358 0.00074309 0.000660128 0.000615846 0.00173442 0.00233111
internal_weight=0 2904 2852 150 2702 119 2583 2526 2331 2278 195 139
internal_count=2961 2904 2852 150 2702 119 2583 2526 2331 2278 195 139
is_linear=0
shrinkage=0.00722155


Tree=1112
num_leaves=22
num_cat=0
split_feature=1 3 12 1 1 1 12 3 12 14 39 3 13 480 43 3 1447 15 1 52 15
split_gain=335.942 84.9495 45.7473 32.3815 26.3858 25.1556 16.712 15.6725 14.7673 10.6622 8.97463 10.369 7.89007 7.09234 7.06927 9.92815 6.96372 5.41246 9.26953 5.10937 0.799476
threshold=0.10921500000000002 -0.049204999999999992 0.056995000000000011 0.093575000000000019 0.14787500000000001 0.12500000000000003 0.11755500000000001 -0.0063699999999999989 -0.089399999999999993 0.056865000000000006 0.089030000000000012 0.17351000000000003 -0.062109999999999992 -0.040684999999999992 -0.077614999999999976 0.084670000000000009 -0.086059999999999984 -0.040769999999999994 0.092985000000000012 0.098580000000000015 -0.071364999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 14 8 12 9 -5 -3 13 11 -10 -2 -4 -1 20 -15 18 -18 -19 -16
right_child=1 4 6 7 -6 -7 -8 -9 10 -11 -12 -13 -14 16 15 -17 17 19 -20 -21 -22
leaf_value=0.0029921148413831603 0.0040126355809622927 0.0023970623332200658 0.0031897572976334249 0.0016909518237360158 -9.994286587251289e-05 0.0019031404655013577 0.0029688372171285536 0.0030006395011296866 0.0020520605752482684 0.0048287565500021506 0.00067706473651144039 0.00087995111089797864 0.0029483619749266568 0.0046245576156893108 0.0041096711219942355 0.003360644519973836 0.0038672350728100654 0.0040952433048653579 0.0029535120889291212 0.0037345170495354518 0.0044939005169239059
leaf_weight=58 80 71 54 71 52 58 77 101 87 66 75 57 53 73 52 101 466 979 57 221 52
leaf_count=58 80 71 54 71 52 58 77 101 87 66 75 57 53 73 52 101 466 979 57 221 52
internal_value=0 0.00193664 0.00380806 0.00318067 0.00129973 0.00307697 0.00394498 0.00246015 0.00155078 0.0039842 0.00127631 0.00158826 0.0035887 0.00395406 0.00365179 0.00383832 0.00397703 0.00394958 0.0037677 0.00402883 0.00430201
internal_weight=0 533 2428 435 342 191 1993 172 290 1916 219 144 133 1850 263 205 1796 1723 523 1200 104
internal_count=2961 533 2428 435 342 191 1993 172 290 1916 219 144 133 1850 263 205 1796 1723 523 1200 104
is_linear=0
shrinkage=0.00213444


Tree=1113
num_leaves=30
num_cat=0
split_feature=1 12 1 1 16 12 43 159 16 159 49 0 457 1 12 0 457 16 160 43 1 16 49 1 51 456 1 12 42
split_gain=401.915 107.629 59.3918 34.1899 25.1939 15.4022 14.2379 13.4832 8.34127 8.02613 7.3255 7.42225 7.04311 10.2234 6.57523 6.12118 5.29443 5.19721 5.03171 10.2887 4.37563 4.93375 3.90399 4.95725 3.26548 2.72624 2.91129 1.50695 1.48125
threshold=0.12448500000000001 0.056995000000000011 0.10107500000000001 0.14860500000000001 -0.072034999999999988 0.099680000000000005 -0.077614999999999976 0.083310000000000009 -0.14037499999999997 -0.064994999999999983 -0.026279999999999998 -0.09466999999999999 0.082870000000000013 0.10921500000000002 0.088055000000000008 -0.097604999999999983 0.082870000000000013 -1.0000000180025095e-35 -0.06146999999999999 -0.081054999999999974 1.0000000180025095e-35 -0.018754999999999997 0.093040000000000012 0.107145 0.082075000000000009 0.087615000000000012 0.083250000000000005 0.11205000000000002 0.089525000000000007
decision_type=2 2 2 2 2 2 2 2 2 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 15 10 -1 12 -7 -10 11 -3 13 -4 24 -2 20 27 19 -16 -8 -22 23 -20 25 26 -12 -11 -21
right_child=3 5 7 -5 -6 8 16 -9 9 17 14 -13 -14 -15 18 -17 -18 -19 22 28 21 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.003804300879369261 0.0022816724172790553 0.0040142543328093236 0.0045650921720424712 0.00022965433355061617 0.003360030945707468 0.0038143862273223132 0.0045874194647054778 0.0022496580557792565 0.0040043147420516451 0.0051406360819863548 0.0055329754219050186 0.0051561030121013603 0.0027439654879728046 0.0031905520887858347 0.0039249326948958838 0.0012184132569752269 0.0042713379519506694 0.0046059347567374747 0.0052637697760469495 0.0054825038223341588 0.0048472598309024255 0.005772922491098606 0.0048168038566816264 0.0060381346149006474 0.0060225888112571515 0.0048903451276801728 0.0050315144307310627 0.0056504109860848204 0.0049681900443136065
leaf_weight=83 52 53 55 60 79 52 59 73 53 103 531 88 54 73 54 79 52 100 535 53 59 78 100 53 58 52 78 52 90
leaf_count=83 52 53 55 60 79 52 59 73 53 103 531 88 54 73 54 79 52 100 535 53 59 78 100 53 58 52 78 52 90
internal_value=0 0.00490686 0.00399556 0.00183037 0.0022876 0.00516054 0.00466738 0.0031234 0.00470717 0.00485781 0.00525405 0.00472708 0.00347371 0.00378138 0.00530036 0.00164067 0.00495613 0.0050351 0.00516113 0.00482085 0.00513768 0.00537447 0.00525853 0.00533361 0.0054717 0.00542332 0.00546879 0.00531182 0.00515899
internal_weight=0 2691 586 270 210 2105 331 255 360 308 1745 141 182 128 1604 131 248 255 885 197 196 137 688 588 719 661 609 155 143
internal_count=2961 2691 586 270 210 2105 331 255 360 308 1745 141 182 128 1604 131 248 255 885 197 196 137 688 588 719 661 609 155 143
is_linear=0
shrinkage=0.00240373


Tree=1114
num_leaves=24
num_cat=0
split_feature=15 49 48 148 157 0 150 14 42 42 15 16 15 43 0 151 0 15 15 52 43 43 159
split_gain=384.792 160.597 71.6156 56.9797 38.0511 32.0792 31.1584 29.0374 22.4519 22.4785 22.1019 19.1982 15.5282 23.8025 13.8171 12.5535 9.05928 14.0124 8.90078 7.33098 5.00867 3.8869 3.13815
threshold=-0.24211499999999997 -0.034759999999999992 0.12036500000000001 -0.043434999999999994 -0.0023149999999999998 -0.11167499999999998 -1.0000000180025095e-35 -0.41992499999999994 0.073240000000000013 0.090385000000000007 0.025430000000000005 -0.43708999999999992 -0.079149999999999984 -0.116045 -0.14755499999999996 -0.08323499999999999 -0.09633499999999999 -0.10981499999999998 0.11447500000000001 -0.011499999999999998 -0.080684999999999993 0.0062300000000000003 -0.08867499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 6 -2 -5 -1 -3 -7 14 -10 12 -9 16 -14 -6 -15 17 -8 19 -12 -18 -21 -20
right_child=1 2 -4 4 8 7 10 11 9 -11 18 -13 13 15 -16 -17 20 -19 22 21 -22 -23 -24
leaf_value=0.0034955447320693784 0.0019864296837446074 0.0041144834331525749 0.0032328838787280705 0.0059862588640157864 0.0042414496244132628 0.0029257888888207829 0.0058045634280890447 0.0018045514840638859 0.0057349202070707322 0.0036397243436034322 0.0066247083577821754 -0.00014392301998769743 0.0036727985187851053 0.0059854557327005606 0.0027886643470669847 0.0051111665704148953 0.0062712827483081277 0.004492086610268912 0.0056743470436012786 0.0059769990673835833 0.0056614898516578532 0.0056073169275390362 0.0049233679443921622
leaf_weight=71 73 80 76 60 58 61 117 61 58 56 81 52 56 114 98 465 145 74 59 603 158 218 67
leaf_count=71 73 80 76 60 58 61 117 61 58 56 81 52 56 114 98 465 145 74 59 603 158 218 67
internal_value=0 0.00524417 0.00548339 0.0038711 0.00428794 0.00216031 0.00555983 0.00161533 0.00391044 0.00470592 0.00561343 0.000907686 0.00538553 0.00514136 0.00332896 0.00528335 0.00569934 0.0052962 0.0058637 0.00594587 0.00595339 0.00587887 0.00527522
internal_weight=0 2716 2313 403 330 245 2237 174 270 114 2157 113 1129 635 156 579 494 191 1028 902 303 821 126
internal_count=2961 2716 2313 403 330 245 2237 174 270 114 2157 113 1129 635 156 579 494 191 1028 902 303 821 126
is_linear=0
shrinkage=0.00235659


Tree=1115
num_leaves=10
num_cat=0
split_feature=9 376 124 14 123 13 14 150 4
split_gain=7.1222 5.92929 3.64456 3.52562 3.104 4.79786 2.42011 3.53987 1.41846
threshold=-1.0000000180025095e-35 0.085945000000000008 -0.087319999999999995 -0.13131999999999996 0.086445000000000008 -0.17030499999999998 0.020750000000000005 0.12118000000000001 0.0051950000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 8 7 -7 -5
right_child=1 -3 3 4 -6 6 -8 -9 -10
leaf_value=-0.00078820385594564977 -0.0004094237687384999 -0.00090891950178851146 0.0029594436277591771 -0.00094077092066142368 0.0029306805873217179 0.0013480427194998877 0.0026227417014556896 0.0033130948719494271 0.00072092206733918494
leaf_weight=89 60 63 86 59 74 2301 94 53 57
leaf_count=89 60 63 86 59 74 2301 94 53 57
internal_value=0 0.00136961 0.0014212 0.00146155 0.00141269 0.00136885 0.0014396 0.00139232 -0.000123558
internal_weight=0 2847 2784 2724 2638 2564 2448 2354 116
internal_count=2936 2847 2784 2724 2638 2564 2448 2354 116
is_linear=0
shrinkage=0.0075133


Tree=1116
num_leaves=23
num_cat=0
split_feature=4 2 123 2 0 0 2 42 14 48 4 0 155 2 43 13 2 43 2 13 4 0
split_gain=606.11 212.099 72.359 51.252 69.9653 28.5798 24.3341 20.0972 20.0491 18.2682 11.1802 23.8625 8.66366 7.016 7.6057 6.95864 6.06084 5.70103 5.31038 4.13856 4.02716 3.20645
threshold=0.31392000000000003 0.13501500000000002 1.0000000180025095e-35 0.10085000000000001 -0.12851999999999997 -0.077364999999999975 0.14019000000000004 0.088685000000000014 0.064610000000000015 0.090135000000000007 -0.34140499999999996 -0.060094999999999989 0.10724500000000002 0.089025000000000007 -0.080859999999999974 0.011265000000000002 -0.023999999999999997 -0.081694999999999976 0.076510000000000009 -0.086944999999999981 -0.017399999999999995 -0.15270499999999995
decision_type=2 2 2 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 16 13 -3 -7 20 15 18 -15 19 -2 -4 -1 -6 -12 -18
right_child=6 9 17 4 12 10 -8 -9 -10 -11 11 -13 -14 14 -16 -17 21 -19 -20 -21 -22 -23
leaf_value=0.0052301218117469022 0.0031437359591673804 0.0028498681088358442 0.0029763360929725229 0.0024433462869889321 0.0043253913898122385 0.0055160831331983488 0.00073775871499477512 0.0011604658504584713 0.0065059255331353909 0.0010975679729631797 0.0050633633840441294 0.0035681186156550915 0.0055133673483687903 0.0055201993159338276 0.0048711487425949834 0.0040557907835482489 0.0026023742675734566 0.0039092453407657199 0.0055600907742244495 0.0050212101582369521 0.004387738492521609 0.0018595141717157493
leaf_weight=344 52 58 64 69 54 80 84 74 77 55 210 80 72 135 238 68 57 61 727 170 53 54
leaf_count=344 52 58 64 69 54 80 84 74 77 55 210 80 72 135 238 68 57 61 727 170 53 54
internal_value=0 0.0049151 0.00504687 0.0051318 0.00445408 0.00528274 0.00174505 0.00210197 0.00542206 0.00199718 0.00478171 0.00461036 0.00483517 0.00536425 0.00510612 0.00466787 0.00252926 0.00343178 0.00545413 0.00485357 0.0049273 0.00224119
internal_weight=0 2615 2502 2377 433 1944 321 237 1521 113 423 343 364 1444 373 292 163 125 1071 224 263 111
internal_count=2936 2615 2502 2377 433 1944 321 237 1521 113 423 343 364 1444 373 292 163 125 1071 224 263 111
is_linear=0
shrinkage=0.00217713


Tree=1117
num_leaves=19
num_cat=0
split_feature=2 30 475 15 3 3 15 457 52 3 52 3 52 3 13 15 49 49
split_gain=4.75783 4.81127 3.26433 3.48403 8.96468 9.36664 7.12121 4.71875 4.67068 5.64456 4.8613 4.46879 4.38821 4.15571 3.23025 2.52894 3.0428 4.80633
threshold=0.12068000000000001 0.086220000000000019 -0.15744499999999997 0.039965000000000007 -0.051469999999999995 -0.12077499999999998 -0.0044499999999999991 0.096725000000000019 0.024870000000000003 -0.0045699999999999985 -0.092084999999999986 -0.15041499999999997 -0.0078749999999999983 -0.10519499999999998 -0.092844999999999997 -0.42075999999999997 -0.049189999999999991 0.0060400000000000011
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 7 11 9 10 -8 -4 -7 -13 -14 -2 -17 -18
right_child=15 -3 3 4 -6 12 8 -9 -10 -11 -12 13 14 -15 -16 16 17 -19
leaf_value=0.0032596324888457449 0.0016240411954169583 -0.00064287924728942186 -0.00081004219347487715 0.0042081728298106486 0.0045493598797493413 -0.00041112034493155262 0.0012747993174550142 0.0033703117954027141 -0.0018897884303131611 0.0023218982309898125 -0.0016949346977714616 0.0032845568410710376 -0.00011317165616371157 0.0012891000063130597 0.001644592048992889 0.0014966211654182853 -0.001569739458684467 0.0007742735721670323
leaf_weight=53 78 61 52 68 58 69 54 63 54 65 67 60 61 1025 794 64 92 98
leaf_count=53 78 61 52 68 58 69 54 63 54 65 67 60 61 1025 794 64 92 98
internal_value=0 0.00140054 0.00144959 0.00141103 0.00173386 0.00156917 0.00117558 0.00140724 1.6978e-05 0.000570978 -0.000368949 0.0012984 0.00137487 0.00139952 0.00151909 0.000463857 0.00010727 -0.000360308
internal_weight=0 2604 2543 2490 1050 992 1440 1200 240 186 121 1137 924 1085 855 332 254 190
internal_count=2936 2604 2543 2490 1050 992 1440 1200 240 186 121 1137 924 1085 855 332 254 190
is_linear=0
shrinkage=0.00736598


Tree=1118
num_leaves=18
num_cat=0
split_feature=1 52 3 2 124 4 12 15 4 14 3 43 1 4 43 3 12
split_gain=252.998 79.8539 44.5781 36.7749 34.7662 18.5282 16.2533 12.3525 11.9617 9.36456 9.69018 11.2668 8.55707 5.04454 6.51762 4.20611 3.57462
threshold=0.10404000000000001 -0.41694999999999993 -0.049204999999999992 0.10523 -0.080429999999999988 0.51395000000000002 0.11755500000000001 -0.018024999999999996 0.24099500000000004 0.064610000000000015 -0.115685 -1.0000000180025095e-35 0.11690500000000002 -0.090174999999999991 -0.0011349999999999999 0.095880000000000007 0.081685000000000021
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 -1 7 8 12 9 10 11 -6 -4 16 -15 -14 -12
right_child=1 2 5 -5 6 -7 -8 -9 -10 -11 13 -13 15 14 -16 -17 -18
leaf_value=0.0025338793489204162 0.0047045316583046231 0.0039142801580972966 0.0026758561506821212 0.0018851392395568738 0.0028742731604630752 0.00070127044168951953 0.0029352933637317117 0.0011189825520448095 0.0031543428807964151 0.0048527222415707819 0.0048638416934505243 0.0041606261527777581 0.0013768426685092229 0.0041371589297418245 0.0038218241966013881 0.0021732476231685126 0.004133044199421866
leaf_weight=86 66 101 97 84 76 84 71 78 76 76 70 65 65 1234 466 72 69
leaf_count=86 66 101 97 84 76 84 71 78 76 76 70 65 65 1234 466 72 69
internal_value=0 0.00234324 0.00207496 0.00299307 0.0039475 0.00164599 0.00400268 0.00190026 0.00403821 0.00407087 0.00404085 0.00346744 0.00216058 0.0040848 0.00405073 0.00179557 0.00450125
internal_weight=0 647 581 185 2289 396 2203 312 2132 2056 1980 141 234 1839 1700 137 139
internal_count=2936 647 581 185 2289 396 2203 312 2132 2056 1980 141 234 1839 1700 137 139
is_linear=0
shrinkage=0.00226508


Tree=1119
num_leaves=29
num_cat=0
split_feature=1 1 123 0 4 4 0 1 4 51 158 1 0 43 11 15 4 0 51 43 51 0 0 4 42 0 43 1
split_gain=605.473 119.284 53.5437 43.9069 32.7984 26.6262 23.5222 22.797 14.0803 13.3549 12.4521 11.0309 12.8857 9.54014 9.4716 9.23777 9.15162 9.07084 11.7635 5.80107 5.74268 5.86822 3.94906 3.82934 2.76109 2.3796 1.8807 1.87437
threshold=0.10404000000000001 0.12419000000000001 1.0000000180025095e-35 -0.13619499999999998 0.41377500000000006 0.31392000000000003 -0.066934999999999981 0.081720000000000015 0.043640000000000005 0.013805000000000001 0.019155000000000002 0.08776500000000001 -0.087604999999999975 -0.09361499999999999 1.0000000180025095e-35 -0.41725999999999991 -0.50231999999999988 -0.07385499999999999 -1.0000000180025095e-35 -0.049999999999999996 0.11728000000000001 -0.083514999999999992 -0.16926499999999997 -0.0064399999999999987 0.086855000000000016 -0.046614999999999997 0.0049250000000000014 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 22 17 9 8 13 11 -3 24 14 -13 -8 20 19 -9 -5 -19 -7 21 -1 -2 25 -10 -15 27 -14
right_child=1 5 -4 4 -6 15 7 16 10 -11 -12 12 26 23 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0049839709216127747 0.0019055608741277861 0.0024185133387082782 0.0026107939008529666 0.004625440020638103 0.0015865694368201082 -0.00017988050646296826 0.0025894103599835424 0.005611446379742601 0.0034555220590228013 0.00067710102422995717 0.0048964291424900613 0.0034186267786335128 0.0049680773853963125 0.0044135089767948126 0.0058160289144970328 -0.00078996612865083165 0.0041973786864962547 0.004133943019189807 0.0026885397864733944 0.00093191505775147446 0.0040370975168096818 0.0046294928192141807 0.0010243289915770619 0.0032408983700557784 0.0041191932294175754 0.003704327602687687 0.0041731206365457517 0.0045035218363073982
leaf_weight=682 71 53 89 55 52 54 53 52 99 53 80 71 90 54 58 60 59 71 65 59 57 483 54 54 62 62 53 131
leaf_count=682 71 53 89 55 52 54 53 52 99 53 80 71 90 54 58 60 59 71 65 59 57 483 54 54 62 62 53 131
internal_value=0 0.0017896 0.00447586 0.00270626 0.00331376 0.000580427 0.0045513 0.00395155 0.00465863 0.00154805 0.00410479 0.00474076 0.00435091 0.00349921 0.00484581 -1.23036e-05 0.00486006 0.00378386 0.00344332 0.000400383 0.00479974 0.00483703 0.00152508 0.0037827 0.00371126 0.00403469 0.00459239 0.00469283
internal_weight=0 647 2289 368 243 279 2200 334 1866 106 241 1625 345 223 1280 173 111 191 136 113 1222 1165 125 170 161 116 274 221
internal_count=2936 647 2289 368 243 279 2200 334 1866 106 241 1625 345 223 1280 173 111 191 136 113 1222 1165 125 170 161 116 274 221
is_linear=0
shrinkage=0.0024518


Tree=1120
num_leaves=25
num_cat=0
split_feature=15 3 3 150 150 10 0 0 0 43 49 0 15 3 0 47 43 47 49 3 158 42 52 15
split_gain=509.976 277.121 95.3431 37.5917 46.6625 34.8266 25.6884 19.0259 17.2049 15.2074 11.4748 16.9255 11.3205 11.1097 10.8446 8.36997 8.15947 7.81101 7.17079 5.66015 5.52306 3.17831 2.4102 1.03596
threshold=-0.26361999999999991 -0.064349999999999991 0.28833000000000003 -0.029954999999999999 0.10418000000000001 -1.0000000180025095e-35 -0.11742499999999999 -0.079249999999999987 -0.15184499999999998 -0.11158 -0.028049999999999995 -0.098429999999999976 -0.43091499999999999 -0.15288999999999997 -0.12368999999999998 0.10678000000000001 0.082870000000000013 0.09585500000000001 0.10470500000000001 -0.005644999999999999 0.08796000000000001 0.091035000000000019 -0.51745999999999992 -0.047249999999999993
decision_type=2 2 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 7 3 -3 5 -5 -1 10 -7 -9 11 -2 19 -12 -10 18 17 21 20 -8 -15 22 -11 -23
right_child=1 2 -4 4 -6 8 12 9 14 16 13 -13 -14 15 -16 -17 -18 -19 -20 -21 -22 23 -24 -25
leaf_value=0.012630732997215554 0.013850762647340127 0.012219808780344137 0.011233880167086742 0.012704540945387435 0.012259392421695261 0.01556492959749003 0.01174827559632164 0.014160676189132606 0.013398434091510777 0.015834729071410925 0.016534210461111497 0.015513560141916752 0.0099806225758472308 0.01552571054954964 0.014537612926343427 0.014577717102407932 0.014322656007859154 0.014456560644551987 0.014832634032977148 0.01072169598477133 0.016082800506341016 0.014850481188684246 0.015340156117586393 0.015228535444692276
leaf_weight=58 56 62 79 60 64 79 61 100 53 88 58 80 55 922 305 52 60 63 74 56 109 58 152 181
leaf_count=58 56 62 79 60 64 79 61 100 53 88 58 80 55 922 305 52 60 63 74 56 109 58 152 181
internal_value=0 0.01488 0.0136266 0.0139299 0.0141189 0.0143583 0.0112985 0.0153086 0.0145853 0.0149988 0.0154695 0.0148291 0.0108491 0.0155411 0.014369 0.0154913 0.015138 0.0152283 0.0155343 0.0112571 0.0155846 0.0153297 0.0155216 0.0151369
internal_weight=0 2755 702 623 561 497 230 2053 437 702 1351 136 172 1215 358 1157 602 542 1105 117 1031 479 240 239
internal_count=2985 2755 702 623 561 497 230 2053 437 702 1351 136 172 1215 358 1157 602 542 1105 117 1031 479 240 239
is_linear=0
shrinkage=0.00231039


Tree=1121
num_leaves=21
num_cat=0
split_feature=1 0 0 12 1447 1447 1456 15 158 14 0 52 15 1 48 1 0 52 159 15
split_gain=13.49 3.94583 4.54774 5.8465 3.48251 4.37868 3.65469 3.06513 3.22126 4.91874 5.62791 9.04286 8.53423 3.33595 2.97496 2.90048 2.49285 1.35399 1.26909 1.00111
threshold=0.12122500000000001 0.0088250000000000012 -0.074249999999999997 -0.080929999999999988 -0.083354999999999985 -0.085804999999999979 0.075285000000000005 -0.45775499999999997 0.078875000000000015 0.05884000000000001 -0.11167499999999998 0.01787 -0.040504999999999992 0.10721500000000002 0.10327000000000001 0.11378500000000001 -0.090939999999999979 -0.052874999999999991 0.10610000000000001 -0.07990499999999999
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 -1 -6 9 10 11 12 -9 14 -12 -15 17 -10 -18 -4
right_child=1 -3 19 -5 7 -7 -8 8 16 -11 13 -13 -14 15 -16 -17 18 -19 -20 -21
leaf_value=0.0010210771985625765 0.0016243826635011804 -0.0011817034384936727 0.0013376300764942439 -0.0013760736899168847 0.00048683592156905156 0.0048330016127469122 0.0036852068715923034 0.00094532431661133696 0.0046790703014256601 0.00023015577937748915 0.0023050179500323752 -0.0015196982058177419 0.0042915556891114093 0.0046374650017536861 0.00083135835012987044 0.0022893553149114392 0.0015318967403808289 0.0030297912812858418 0.0029490873109965809 0.002655279900718694
leaf_weight=55 69 54 61 72 58 61 57 151 53 73 1655 54 57 61 78 54 60 56 81 65
leaf_count=55 69 54 61 72 58 61 57 151 53 73 1655 54 57 61 78 54 60 56 81 65
internal_value=0 0.000633588 0.00100102 9.1677e-05 0.00223236 0.00324385 0.00237763 0.00216208 0.00220198 0.00211116 0.0021762 0.00116526 0.0018627 0.00231948 0.00223874 0.00353556 0.00299474 0.00383246 0.00234659 0.00201799
internal_weight=0 321 267 141 2664 173 112 2491 2433 2183 2110 262 208 1848 1733 115 250 109 141 126
internal_count=2985 321 267 141 2664 173 112 2491 2433 2183 2110 262 208 1848 1733 115 250 109 141 126
is_linear=0
shrinkage=0.00736598


Tree=1122
num_leaves=32
num_cat=0
split_feature=3 15 2 15 2 2 2 52 16 2 16 2 16 3 11 2 2 133 2 16 52 131 150 16 402 3 51 2 2 16 1213
split_gain=429.934 127.21 100.654 89.1894 51.1274 35.7311 29.6974 21.962 16.2907 16.233 15.2268 12.4121 11.7782 11.5567 8.86169 8.66819 26.4679 8.22835 6.35273 6.31115 6.04055 4.16385 4.12493 3.87012 3.82874 3.51203 1.80018 1.31371 1.19131 1.14031 1.02478
threshold=-0.063889999999999988 -0.23982999999999996 0.10656 -0.24511999999999998 -0.0098549999999999974 0.12068000000000001 0.14870000000000003 0.042815000000000006 -0.0038249999999999998 0.090020000000000017 0.050115000000000007 0.094985000000000014 0.054560000000000004 -0.097574999999999981 0.074925000000000005 0.13881000000000002 0.10233000000000002 0.092300000000000007 0.083935000000000023 0.25137500000000007 -0.5288449999999999 0.095465000000000008 0.090480000000000019 -0.091624999999999984 0.084450000000000011 -0.095259999999999997 -0.11101499999999999 0.10216000000000001 0.096435000000000007 -0.039209999999999995 -0.0016399999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 15 4 -1 -3 9 7 22 11 12 13 18 14 -11 24 16 -2 26 -6 -10 -14 -22 -4 28 25 -5 -12 -28 -15 -25 -26
right_child=1 2 6 5 8 -7 -8 -9 19 10 17 -13 20 23 -16 -17 -18 -19 -20 -21 21 -23 -24 29 30 -27 27 -29 -30 -31 -32
leaf_value=0.0014376918317967908 0.00017131059486579967 0.0019731697530967541 0.0020728013048074063 0.0041536495405130689 0.0033784105337090306 0.002691040746822154 0.00048560176919176286 0.0034675918007360854 0.0052063539986203647 0.0032218804740584599 0.0052707291301555582 0.0028331582210509537 0.0047013668886475317 0.0040185997909628424 0.0055602162403612645 0.00016862225129466016 0.0022490863755158237 0.0039787817137752679 0.0043661087079822358 0.0041759630789442274 0.0033763823419165483 0.0042210616902870418 0.0012730367836211007 0.0041861565165784544 0.0047409143331266657 0.0046331416845479551 0.0050253100990314131 0.0045250918169365325 0.0035441544002173552 0.0045411936121290348 0.0050792054487676964
leaf_weight=53 65 80 92 88 54 60 65 55 56 93 53 71 53 54 58 67 61 67 89 68 63 58 52 170 83 806 52 60 58 67 114
leaf_count=53 65 80 92 88 54 60 65 55 56 93 53 71 53 54 58 67 61 67 89 68 63 58 52 170 83 806 52 60 58 67 114
internal_value=0 0.00245102 0.00291047 0.00433958 0.00360208 0.00441433 0.00181534 0.00224956 0.00398755 0.0044661 0.0041796 0.00360851 0.00461204 0.00393259 0.00469534 0.000827334 0.00117741 0.00465009 0.0039933 0.0046415 0.00406181 0.00378147 0.00178417 0.0041219 0.00464934 0.00458597 0.00492254 0.00475755 0.00377312 0.00428663 0.0049368
internal_weight=0 875 682 2110 418 2057 264 199 338 1997 674 214 1323 442 1149 193 126 232 143 124 174 121 144 349 1091 894 165 112 112 237 197
internal_count=2985 875 682 2110 418 2057 264 199 338 1997 674 214 1323 442 1149 193 126 232 143 124 174 121 144 349 1091 894 165 112 112 237 197
is_linear=0
shrinkage=0.00226508


Tree=1123
num_leaves=32
num_cat=0
split_feature=1 52 1 3 1 3 4 4 0 3 0 3 15 4 16 16 1 52 39 4 16 15 52 50 1 1 50 4 160 3 15
split_gain=472.513 100.706 63.1466 32.1007 21.974 23.7903 21.568 18.7697 16.3056 15.4428 14.3923 12.1232 11.0063 9.55196 12.6829 8.96179 9.0583 8.24877 7.48077 4.75267 6.54994 4.5145 4.26886 3.58269 3.83526 2.25259 2.01557 1.36562 1.07244 2.0995 0.854093
threshold=0.10404000000000001 -0.41694999999999993 0.12448500000000001 -0.036264999999999992 0.092395000000000019 -0.047774999999999991 0.44128500000000004 0.38865500000000003 -0.083514999999999992 0.086845000000000019 -0.15029999999999996 -0.115685 -0.43091499999999999 0.036605000000000006 -0.13895999999999997 -0.14463999999999996 0.11239500000000001 -0.046194999999999993 0.055555000000000007 0.0047050000000000008 0.41580500000000004 -0.010414999999999999 0.098580000000000015 0.10861000000000003 0.087720000000000006 0.09697500000000002 0.09209500000000001 -0.011869999999999999 -0.41629499999999992 -0.073984999999999981 -0.092879999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 8 21 17 -3 9 10 -1 -10 -8 23 30 -5 -17 -4 -7 22 -21 -6 26 24 -12 -23 27 -13 -24 -30 -15
right_child=1 2 6 15 5 18 12 -9 11 -11 13 19 -14 14 -16 16 -18 -19 -20 20 -22 25 28 -25 -26 -27 -28 -29 29 -31 -32
leaf_value=0.0070769501290568054 0.0059271835090881396 0.0050728421578335632 0.0015573156775930432 0.0033772713966007872 0.0047651467500568114 0.0045213932091229788 0.0015093166740382678 0.0030603108955462146 0.0043837609403790719 0.0045234680530039017 0.0061145945313258159 0.0056918467076098097 -7.2992291784843081e-05 0.0060362548556565521 0.004156798784519457 0.0014898357420242544 0.0030233147231480888 0.0029106624123295868 0.003104555757850487 0.0043188764717948386 0.0056148497895224447 0.0054167227029033168 0.0055281745069267639 0.0054720811146362252 0.005350961830402976 0.0061348604574261783 0.0052333503142991903 0.0061645481081449658 0.0053698483498281968 0.0046903497005578868 0.0055516366534588456
leaf_weight=77 76 95 53 79 54 58 82 53 82 59 615 420 53 52 52 62 52 88 52 58 57 85 58 89 53 53 66 52 80 59 61
leaf_count=77 76 95 53 79 54 58 82 53 82 59 615 420 53 52 52 62 52 88 52 58 57 85 58 89 53 53 66 52 80 59 61
internal_value=0 0.00298664 0.00262439 0.00340357 0.00553763 0.00485656 0.0016616 0.00435233 0.00564098 0.00587126 0.00595083 0.00537954 0.0008879 0.00585675 0.00526513 0.00267588 0.00218957 0.00240216 0.00385188 0.00547556 0.00496148 0.005432 0.00555596 0.00598567 0.00605405 0.00569274 0.0056814 0.00574399 0.00521325 0.00508164 0.0057749
internal_weight=0 693 617 341 2292 302 276 148 1990 1058 999 932 135 922 165 193 114 141 110 850 115 192 735 757 668 138 538 472 197 139 113
internal_count=2985 693 617 341 2292 302 276 148 1990 1058 999 932 135 922 165 193 114 141 110 850 115 192 735 757 668 138 538 472 197 139 113
is_linear=0
shrinkage=0.00270699


Tree=1124
num_leaves=33
num_cat=0
split_feature=1 52 1 2 12 2 12 1 2 4 13 12 0 16 48 1 4 1 11 51 0 52 13 2 12 4 4 16 0 2 13 133
split_gain=650.557 130.325 84.6329 75.8107 29.6447 28.1685 26.4536 24.799 22.7949 18.2148 16.4142 16.2688 14.7275 9.56119 12.0602 8.57644 7.28964 7.16064 8.90944 7.04575 5.03707 4.28825 4.15223 3.94038 3.16777 2.47227 2.40557 1.63513 1.43766 1.38693 1.284 0.96943
threshold=0.10404000000000001 -0.41694999999999993 0.12448500000000001 1.0000000180025095e-35 0.056995000000000011 -1.0000000180025095e-35 0.088055000000000008 0.086115000000000011 0.17553000000000005 0.31392000000000003 -0.00027999999999999998 0.11697000000000002 -0.22745499999999999 -0.33811499999999994 0.085040000000000018 0.078705000000000011 0.032770000000000001 0.08776500000000001 1.0000000180025095e-35 0.11178000000000002 -0.085349999999999995 -0.040589999999999994 -0.052719999999999996 0.084855000000000014 0.092010000000000022 -0.0090849999999999976 0.0049450000000000006 -0.13895999999999997 -0.085424999999999987 0.097005000000000022 -0.085744999999999988 -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
left_child=4 -2 3 5 7 -3 17 15 9 -4 -9 16 -12 -5 -15 29 19 18 23 20 24 -22 -11 28 -8 31 -27 -18 30 -1 -6 -25
right_child=1 2 8 13 6 -7 11 10 -10 22 12 -13 -14 14 -16 -17 27 -19 -20 -21 21 -23 -24 25 -26 26 -28 -29 -30 -31 -32 -33
leaf_value=0.0061689739464220869 0.0065200500255027122 0.0041782294638842265 0.0035437264658024167 0.0037580173595021501 0.0068182649122699758 0.006339211604249371 0.006461607899983359 0.0041255018032200887 0.00099922530048548422 0.0018653279750784671 0.0045853027436577841 0.0050820777490492098 0.0061795332879042257 0.001995376672724293 0.0035001296641675957 0.0070561007148157951 0.0060013304431335689 0.0058534857271225812 0.0076278361309456899 0.0055592263503478553 0.0058848079887166456 0.0063295224498038536 0.0026876493177980069 0.0065663675330656819 0.0071548452979733126 0.0069068524513692768 0.0063166283247126217 0.0055127239705917803 0.006620101063191379 0.0056324223361023324 0.0072312004998910419 0.0062510391879087718
leaf_weight=55 76 55 83 94 95 78 111 67 53 87 52 77 77 56 58 52 65 55 54 71 150 538 53 84 53 121 55 90 81 52 76 161
leaf_count=55 76 55 83 94 95 78 111 67 53 87 52 77 77 56 58 52 65 55 54 71 150 538 53 84 53 121 55 90 81 52 76 161
internal_value=0 0.00366497 0.00331325 0.00408317 0.00621969 0.00544576 0.00633228 0.00560532 0.00236192 0.00268568 0.00505468 0.00610985 0.00553709 0.00321179 0.00276117 0.00628394 0.00618324 0.00666076 0.0067218 0.00626138 0.00631986 0.0062326 0.00217681 0.00664906 0.00668579 0.00651119 0.00672255 0.00571778 0.0068793 0.00590845 0.00700194 0.00635925
internal_weight=0 693 617 341 2292 133 1937 355 276 223 196 1155 129 208 114 159 1078 782 727 923 852 688 140 673 164 421 176 155 252 107 171 245
internal_count=2985 693 617 341 2292 133 1937 355 276 223 196 1155 129 208 114 159 1078 782 727 923 852 688 140 673 164 421 176 155 252 107 171 245
is_linear=0
shrinkage=0.00231039


Tree=1125
num_leaves=26
num_cat=0
split_feature=1 52 2 4 2 2 1 2 1 4 4 158 16 48 16 2 1212 159 1 51 47 2 1 16 4
split_gain=641.32 127.524 80.7524 49.701 31.1993 43.3265 24.1984 27.5102 24.0702 16.1201 13.0114 14.4051 12.7345 12.1448 8.04143 6.33998 8.25536 8.2122 6.85895 4.74816 4.46536 4.46349 4.07259 3.71289 2.51555
threshold=0.10123500000000001 -0.41694999999999993 0.25063000000000007 0.27420500000000009 0.10457000000000001 -1.0000000180025095e-35 0.092845000000000025 0.12336000000000001 0.12000500000000001 -0.0072149999999999992 0.043640000000000005 0.078875000000000015 -0.14463999999999996 0.09117500000000002 -0.008069999999999999 0.085865000000000011 0.092360000000000012 0.018290000000000004 0.077845000000000011 -0.022999999999999996 0.09585500000000001 0.13154000000000002 0.11215000000000001 -0.33811499999999994 -0.080414999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 -3 7 10 22 14 12 23 -1 -6 -8 16 24 18 -17 -19 -7 -10 -5 -12 -14
right_child=1 2 -4 8 13 20 9 -9 21 -11 11 -13 15 -15 -16 17 -18 19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0059902660781206759 0.0049705139344452271 0.0017686804032902804 -0.00059873784424798859 0.0019717822330193738 0.0012385787166328472 0.0046322294456391088 0.0050558871289404167 0.0034942780617405844 0.00070382607927665605 0.0031648863564994827 0.0045259804106204619 0.00519473020176909 0.0053919559785715167 0.0026325756063829532 0.0039935002174835352 0.0048659817045324091 0.0043294958192829506 0.005797784974009311 0.004141542333916795 0.0049614976768914834 0.0038041100712047069 0.0014586951018367006 0.0027885697721910722 0.0037854903881561035 0.0050882614903300649
leaf_weight=70 89 52 53 64 52 65 74 67 87 64 55 91 324 84 73 768 54 73 74 68 70 75 62 97 255
leaf_count=70 89 52 53 64 52 65 74 67 87 64 55 91 324 84 73 768 54 73 74 68 70 75 62 97 255
internal_value=0 0.00242424 0.00208291 0.00231557 0.00292568 0.00352622 0.00484517 0.00492235 0.00163123 0.00411499 0.00497194 0.00448103 0.00504267 0.00209975 0.00452847 0.00500161 0.00517905 0.00488733 0.00480234 0.00539464 0.00420301 0.00105345 0.00237389 0.00405359 0.00525825
internal_weight=0 753 664 611 323 187 2207 1996 288 211 1929 243 1686 136 147 1616 633 983 842 141 135 162 126 152 579
internal_count=2960 753 664 611 323 187 2207 1996 288 211 1929 243 1686 136 147 1616 633 983 842 141 135 162 126 152 579
is_linear=0
shrinkage=0.00226508


Tree=1126
num_leaves=20
num_cat=0
split_feature=4 2 12 42 457 14 2 14 2 16 0 2 12 4 0 475 2 4 43
split_gain=458.639 164.631 70.3802 34.8685 31.1323 30.3862 19.9268 19.4597 18.0507 17.5174 17.2281 15.6185 11.6618 14.886 11.5437 7.77663 7.46994 4.71597 3.78637
threshold=0.31392000000000003 0.13388500000000003 -1.0000000180025095e-35 -0.0047199999999999994 0.10184000000000001 -0.41992499999999994 0.099965000000000012 0.064610000000000015 0.15305000000000002 -0.44388499999999992 -0.12259499999999998 0.12681500000000004 0.091625000000000012 -0.39175499999999991 -0.076734999999999984 -0.077694999999999986 0.10043500000000001 -0.0086549999999999978 -0.075374999999999984
decision_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 -2 7 12 -3 11 -8 16 13 -4 -5 -12 -7 -14 -17
right_child=5 8 4 14 -6 9 10 -9 -10 -11 15 -13 17 -15 -16 18 -18 -19 -20
leaf_value=0.0052024152780583994 0.003490884659257168 0.0032006835462078296 0.006640844992230951 0.0038690903519529741 0.0035358409711074017 0.0019585566705122492 0.0037180582743302614 0.006532285472815022 0.0013792226556425743 0.00074737553269053057 0.0058517972635647331 0.0010975082982527388 0.0052377832395586153 0.0054487048506989526 0.002591487931175431 0.0052765604922618871 0.0030712523113318262 0.0047647437956810108 0.0047120495908120072
leaf_weight=79 68 63 59 87 53 60 60 82 54 68 56 56 392 1142 67 98 70 160 186
leaf_count=79 68 63 59 87 53 60 60 82 54 68 56 56 392 1142 67 98 70 160 186
internal_value=0 0.00503976 0.0051641 0.00395399 0.00528732 0.00211883 0.00532885 0.00543082 0.00236022 0.00175141 0.00486101 0.00211834 0.00537928 0.00550729 0.00331341 0.00506263 0.00255789 0.00510072 0.00490693
internal_weight=0 2638 2521 233 2288 322 2235 1835 117 254 400 186 1753 1201 154 340 130 552 284
internal_count=2960 2638 2521 233 2288 322 2235 1835 117 254 400 186 1753 1201 154 340 130 552 284
is_linear=0
shrinkage=0.00231039


Tree=1127
num_leaves=33
num_cat=0
split_feature=12 2 2 2 2 2 12 13 15 10 49 160 2 0 13 15 159 1212 13 15 15 0 0 2 2 0 15 13 13 12 13 15
split_gain=358.701 129.543 102.251 118.527 30.0439 29.3316 27.419 28.6267 21.8719 17.7347 15.3411 9.90945 8.29006 10.6888 7.1094 5.8731 9.87681 5.29057 4.68309 4.56605 4.91256 4.22943 3.97699 3.13762 3.22072 3.03909 2.8046 3.19056 2.10326 2.08869 2.08316 0.586213
threshold=0.056995000000000011 0.13673000000000005 0.11018500000000002 -1.0000000180025095e-35 0.094765000000000016 0.14253500000000002 0.093065000000000009 -0.10142999999999998 -1.0000000180025095e-35 -0.010699999999999999 0.065470000000000014 -1.0000000180025095e-35 0.088855000000000003 -0.11471499999999998 -0.096079999999999985 -0.013439999999999999 0.024100000000000003 0.091255000000000017 0.032645000000000007 -1.0000000180025095e-35 -0.095814999999999997 -0.075624999999999984 -0.085674999999999987 0.094765000000000016 0.09141500000000001 -0.067434999999999981 0.096415000000000015 -0.065539999999999987 -0.037164999999999997 0.096535000000000024 -0.08237499999999999 0.088235000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 9 19 10 12 -8 -6 -1 11 -4 14 -14 -2 16 18 21 29 20 -5 22 -16 24 30 -7 28 -28 -17 -9 -15 -30
right_child=1 -3 5 4 8 25 7 15 -10 -11 -12 -13 13 23 17 26 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 31 -31 -32 -33
leaf_value=0.0025532028850743993 0.0052494458209834411 0.0012448374732430703 0.0023153941796123451 0.0047467933334510021 0.0026056426196715203 0.00096851225670313123 0.0024328916424143613 0.0042092218438486541 0.0043002691298245953 0.0010222832049377906 0.0029342960974773043 0.0011828722229477462 0.0033107814489633488 0.0047233970448316009 0.0047008352047351468 0.0040827722693730275 0.0046577355972585339 0.0039802718185864517 0.003229490544648092 0.0050308775400569519 0.0038052604970100221 0.0051909135854301862 0.0043873488508334724 0.0046748824905907564 0.0038663509047747089 0.00022698548413892328 0.0043578690409757804 0.0037777579180088058 0.0047041953623228857 0.0036932015142649103 0.0041893737348770027 0.0044009913528632949
leaf_weight=56 72 68 61 52 102 52 54 58 56 100 60 92 54 60 393 55 59 75 80 58 54 52 383 103 82 53 91 91 87 109 86 52
leaf_count=56 72 68 61 52 102 52 54 58 56 100 60 92 54 60 393 55 59 75 80 58 54 52 383 103 82 53 91 91 87 109 86 52
internal_value=0 0.00420267 0.00249331 0.0031298 0.00388445 0.0015365 0.00429862 0.00395986 0.00320642 0.00157199 0.00200079 0.00163455 0.00448193 0.0042107 0.00458901 0.00408073 0.00385598 0.00453632 0.00366437 0.00453753 0.00426736 0.00458666 0.00454614 0.00435744 0.00421394 0.000594439 0.00426357 0.00406794 0.00444699 0.00387256 0.00440899 0.00459093
internal_weight=0 2164 796 478 322 318 2096 736 158 156 213 153 1360 385 975 682 306 903 247 164 106 828 776 331 228 105 376 182 194 167 146 139
internal_count=2960 2164 796 478 322 318 2096 736 158 156 213 153 1360 385 975 682 306 903 247 164 106 828 776 331 228 105 376 182 194 167 146 139
is_linear=0
shrinkage=0.00217713


Tree=1128
num_leaves=32
num_cat=0
split_feature=1 2 16 50 2 1 0 2 160 0 2 2 51 1 0 159 0 43 160 0 42 42 50 42 2 1213 43 2 159 43 0
split_gain=521.065 88.2606 61.7187 35.5583 26.2177 28.2292 20.5125 20.4074 13.7878 12.4647 20.1465 11.2007 11.1261 6.66396 8.71139 6.31592 6.26896 4.90188 11.5084 3.80538 3.7317 5.75542 3.72314 3.33125 3.25507 2.81385 2.68266 2.62922 1.73417 1.14847 0.231004
threshold=0.10123500000000001 0.13881000000000002 0.073820000000000011 0.083315000000000014 0.12750000000000003 0.092845000000000025 -0.09712999999999998 0.25063000000000007 -0.077899999999999983 -0.12851999999999997 -1.0000000180025095e-35 0.091290000000000024 -0.21194499999999997 0.083250000000000005 -0.14680499999999999 0.082975000000000007 -0.088724999999999984 -0.08799499999999999 -0.016244999999999996 -0.081484999999999988 0.079335000000000003 -0.079234999999999986 0.088865000000000013 0.089895000000000017 0.11218000000000002 0.10675500000000002 0.097510000000000027 0.097005000000000022 0.10384500000000001 -0.040494999999999996 -0.083619999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 8 5 11 -7 -3 -2 24 -11 13 -4 14 -1 20 -15 18 -16 30 21 -13 -8 -22 -10 -19 -23 -25 -17 -21 -18
right_child=1 7 12 -5 -6 6 22 -9 9 10 -12 15 -14 16 17 28 19 25 -20 29 23 26 -24 27 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0062248902608611663 0.0035186569385747481 0.002059233849874431 0.0037968391910900602 0.0044211201211287396 0.0035580437788868464 0.0031928618322091184 0.0044533646178742245 0.00037868100116061031 0.0016488846616653991 0.002198362466811675 0.0037407533817069437 0.0050728145647938403 0.0049816050379722756 0.0045697962180282882 0.0043065653225981678 0.005646959221591182 0.0055905092152746362 0.0054688065686726677 0.0053944297832675481 0.0047397827470872771 0.0053856287864768281 0.0040738331961779834 0.0051414205734598315 0.0051507435258657053 0.0023032143112978053 0.0049414681460219255 0.0046804405565139921 0.0046684484670366042 0.0051118186779572578 0.005173236619436054 0.0053775617630247765
leaf_weight=56 73 97 63 64 54 55 90 53 67 91 72 87 94 99 68 64 68 627 145 63 80 75 65 92 79 53 66 134 55 58 53
leaf_count=56 73 97 63 64 54 55 90 53 67 91 72 87 94 99 68 64 68 627 145 63 80 75 65 92 79 53 66 134 55 58 53
internal_value=0 0.00296033 0.00333211 0.00291871 0.0050578 0.0050954 0.00433642 0.00146559 0.00266694 0.00246564 0.00287981 0.00517742 0.00450634 0.00529528 0.00538943 0.00494455 0.0050332 0.00533701 0.00504724 0.00522268 0.00484305 0.00463082 0.00474205 0.0050011 0.0020031 0.00542774 0.00435794 0.00486488 0.00539982 0.00494775 0.00549743
internal_weight=0 753 603 446 2207 2153 210 150 382 309 163 1943 157 1290 949 653 341 893 213 242 534 228 155 306 146 680 141 226 119 121 121
internal_count=2960 753 603 446 2207 2153 210 150 382 309 163 1943 157 1290 949 653 341 893 213 242 534 228 155 306 146 680 141 226 119 121 121
is_linear=0
shrinkage=0.00217713


Tree=1129
num_leaves=18
num_cat=0
split_feature=4 2 10 4 3 4 16 41 4 4 4 4 16 14 16 16 2
split_gain=30.112 11.7543 6.92074 6.23435 4.65732 8.14123 4.53788 5.68317 6.12286 8.51181 4.13662 3.48089 3.81171 5.57833 3.39241 0.96167 0.831119
threshold=0.31392000000000003 0.14253500000000002 -0.00189 0.41823000000000005 0.092005000000000017 -9.4999999999999992e-05 -0.14463999999999996 0.077915000000000012 -0.49269499999999994 -0.10701499999999999 0.060575000000000011 0.62720500000000012 -0.45743999999999996 -0.41608999999999996 0.18286500000000003 -0.4136149999999999 0.097845000000000015
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 6 14 10 8 -8 -10 -4 12 -5 -14 -6 16 -12
right_child=3 -3 4 11 5 -7 7 -9 9 -11 15 -13 13 -15 -16 -17 -18
leaf_value=0.0012110071840513946 -0.00084360145539612991 0.00058572615654173428 0.0058184705404011761 0.0034574784976402293 0.0048392721851577628 0.00042380085239204497 0.0053635133535085266 0.0012247672663272433 0.00096063084063837572 0.003444411327713707 0.0035439664985047956 -0.00014201816390795602 0.0027215172381069679 -0.00029300222822927738 0.0023181524282886641 0.0029550876380348284 0.0047706105829613786
leaf_weight=79 81 85 75 59 53 74 82 63 75 1824 60 54 65 63 59 52 57
leaf_count=79 81 85 75 59 53 74 82 63 75 1824 60 54 65 63 59 52 57
internal_value=0 0.00322867 0.00331663 0.000889055 0.00338384 0.0022837 0.00347324 0.00336196 0.00342989 0.00334636 0.0044051 0.00147172 0.00193813 0.00123721 0.00351187 0.00377741 0.00414222
internal_weight=0 2638 2553 322 2474 186 2288 2044 1981 1899 244 241 187 128 112 169 117
internal_count=2960 2638 2553 322 2474 186 2288 2044 1981 1899 244 241 187 128 112 169 117
is_linear=0
shrinkage=0.00722155


Tree=1130
num_leaves=25
num_cat=0
split_feature=15 14 2 0 159 0 2 11 15 4 0 49 49 0 4 49 4 12 0 4 52 12 4 12
split_gain=16.254 7.43124 7.41903 7.72577 10.3658 6.71192 15.2389 7.56875 6.1702 3.81124 7.54475 3.53394 3.08838 2.75051 4.54593 4.0394 3.78233 4.72132 2.70681 8.01597 2.19011 4.92437 2.16524 0.665027
threshold=-0.2987999999999999 -0.41128499999999996 0.10859000000000001 -0.195045 0.051140000000000012 -0.079249999999999987 -0.007134999999999999 1.0000000180025095e-35 -0.47354999999999997 -0.085594999999999991 -0.086274999999999977 -0.048359999999999993 -0.0010999999999999996 -0.10998999999999999 0.00023500000000000005 -1.0000000180025095e-35 0.053925000000000008 0.083725000000000008 0.051660000000000005 -0.14595999999999995 0.09253500000000002 0.093455000000000024 -0.015104999999999999 0.086885000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 11 7 -7 9 -3 10 -2 -5 -8 14 -11 -16 17 -15 19 -14 21 -13 -21 -12
right_child=2 8 3 4 -6 6 12 -9 -10 13 23 20 18 16 15 -17 -18 -19 -20 22 -22 -23 -24 -25
leaf_value=0.0022131837457500508 0.0053734489514404606 0.00080704536604455463 -0.00072227843057651197 0.00093215130013486877 -7.1475804374538971e-05 -0.0010780248268184053 0.0038022271722495445 0.0046654844414695286 -0.0019006276066258296 0.00057370264322461988 0.0021188513749610923 0.0042535989895611821 -0.00034214195075641345 0.0041065763431697468 0.0012250937113589611 0.0034610060701645651 0.0014404454726665067 0.0026479668755882207 0.0032208911017426152 0.0025461448508241474 0.001945096178564514 0.002153562615587341 0.001449007034295376 0.0030633027022444201
leaf_weight=78 64 90 52 55 87 62 55 87 60 75 60 91 56 107 58 86 95 857 90 328 98 101 101 70
leaf_count=78 64 90 52 55 87 62 55 87 60 75 60 91 56 107 58 86 95 857 90 328 98 101 101 70
internal_value=0 0.000575547 0.00239369 0.00165861 0.00194536 0.00255171 0.00201526 0.00278978 -0.000275558 0.00267888 0.00353403 0.00245416 0.00231979 0.00254901 0.00188068 0.00256092 0.00268715 0.00280994 0.00217787 0.00198418 0.00274257 0.00314926 0.00228801 0.00262794
internal_weight=0 228 2735 484 432 2251 692 1559 150 1472 194 345 630 1278 219 144 1059 964 575 485 290 192 429 130
internal_count=2963 228 2735 484 432 2251 692 1559 150 1472 194 345 630 1278 219 144 1059 964 575 485 290 192 429 130
is_linear=0
shrinkage=0.00654078


Tree=1131
num_leaves=28
num_cat=0
split_feature=3 2 2 2 2 3 14 3 2 2 39 2 2 2 3 47 43 49 13 13 3 156 42 3 3 133 2
split_gain=519.25 162.521 145.205 76.8631 52.4098 38.5172 34.5507 34.4545 29.6753 22.5149 20.566 16.4988 23.6162 14.2151 10.9996 9.58287 9.31589 7.98012 6.8719 5.37936 5.1401 4.9457 5.37443 4.33164 3.77605 2.18336 1.93561
threshold=-0.063569999999999974 0.10928500000000001 -1.0000000180025095e-35 0.11366500000000002 0.16730000000000003 -0.10175499999999998 0.073890000000000011 -0.031895 -1.0000000180025095e-35 0.10433000000000002 0.086285000000000014 0.078775000000000012 0.088005000000000014 0.090020000000000017 0.28833000000000003 0.11043500000000002 -0.025079999999999995 -1.0000000180025095e-35 -0.09194999999999999 -0.077034999999999978 -0.23098999999999997 0.087205000000000019 0.086635000000000004 0.0025650000000000004 -0.085134999999999975 0.087720000000000006 0.13154000000000002
decision_type=2 2 2 2 2 2 2 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 6 7 -5 8 -3 -1 11 -2 -4 -13 15 16 21 -9 -14 -15 25 -21 22 -10 -19 -23 -20 -18
right_child=1 4 9 5 -6 -7 -8 14 13 -11 -12 12 17 18 -16 -17 26 23 19 20 -22 24 -24 -25 -26 -27 -28
leaf_value=0.014124918461991381 0.013476848305061399 0.014487159106226964 0.014417631636517938 0.012963979621633865 0.010303305632833141 0.01529436570211409 0.017597019598795768 0.011967528007773834 0.016322030292724176 0.013940746361145865 0.011628774431309318 0.017008307961479591 0.014678430186195945 0.014818967371354614 0.011638042196399868 0.015198753360733388 0.01284523044629071 0.015269638421540072 0.016392218435804535 0.016159083088574083 0.015405430700072029 0.015161219022491713 0.015965641733393727 0.016221919123491885 0.016081180150536011 0.015787055702598682 0.013497709308518936
leaf_weight=54 61 56 62 75 59 91 71 60 650 62 82 69 66 57 77 68 60 58 76 66 288 52 409 56 55 71 52
leaf_count=54 61 56 62 75 59 91 71 60 650 62 82 69 66 57 77 68 60 58 76 66 288 52 409 56 55 71 52
internal_value=0 0.0136097 0.0144776 0.0158122 0.0123793 0.0142416 0.0159482 0.0127809 0.0158848 0.0152675 0.0124173 0.0155319 0.0158092 0.0159378 0.012397 0.0160824 0.0127366 0.0153494 0.0156178 0.0157086 0.015546 0.016134 0.0161844 0.0157377 0.0156343 0.0161001 0.0131484
internal_weight=0 880 516 2083 364 166 1917 305 1846 373 143 311 249 1792 249 1234 172 180 558 501 354 1166 1059 114 107 147 112
internal_count=2963 880 516 2083 364 166 1917 305 1846 373 143 311 249 1792 249 1234 172 180 558 501 354 1166 1059 114 107 147 112
is_linear=0
shrinkage=0.00240373


Tree=1132
num_leaves=25
num_cat=0
split_feature=1 52 1 12 1 2 1 34 2 0 0 0 3 52 12 52 16 1 16 0 13 42 402 12
split_gain=479.927 80.0487 54.9127 39.5622 23.9499 17.552 14.714 14.4421 18.8955 12.7003 10.941 10.692 10.6484 8.34452 6.24337 5.46391 5.30015 6.97271 4.11354 6.38449 3.91595 3.45114 2.22323 1.77415
threshold=0.10471000000000001 -0.41694999999999993 0.12448500000000001 0.088365000000000013 0.096315000000000026 0.090145000000000017 0.08864000000000001 -0.023104999999999997 0.13554000000000002 -0.090939999999999979 -0.14867499999999997 -0.034759999999999992 0.12955000000000003 0.39985000000000009 0.08598500000000002 -0.081674999999999984 -0.33811499999999994 0.11215000000000001 0.08215500000000002 -0.073664999999999994 -0.079199999999999979 -0.079234999999999986 0.08567000000000001 0.092900000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 16 5 10 11 -4 -9 -6 -1 14 -10 18 -7 -11 -3 -18 19 22 23 -22 -12 -16
right_child=1 2 7 -5 9 6 -8 8 12 15 13 -13 -14 -15 20 -17 17 -19 -20 -21 21 -23 -24 -25
leaf_value=0.0056700418249229327 0.0047592870121302248 0.0025897838921520194 4.5530328807521019e-05 0.0039220937714503062 0.0029324873664502297 0.0052155288164649647 0.0032678426893972428 0.0023472505278210177 0.00012681240173309291 0.0048211527960653122 0.0048026495471828381 0.0037629969392579394 0.0014872729233841261 0.0038770451531180469 0.0046731247652969264 0.003752666178265791 0.0012297367115460432 0.0023456677923857638 0.0053454215071437024 0.0039805298340928608 0.0047654754953991262 0.0042564332455885317 0.0051108051449410396 0.0052276261653137557
leaf_weight=97 69 75 54 103 68 93 62 88 61 56 816 100 80 55 112 60 69 66 96 53 112 292 174 52
leaf_count=97 69 75 54 103 68 93 62 88 61 56 816 100 80 55 112 60 69 66 96 53 112 292 174 52
internal_value=0 0.00225896 0.00196945 0.00267717 0.00462417 0.00469806 0.00441792 0.00118662 0.00145558 0.00377503 0.00487663 0.00451158 0.000898891 0.00481215 0.00462479 0.00426871 0.00206644 0.0017755 0.00485729 0.00481233 0.00452802 0.00439762 0.00485684 0.0048491
internal_weight=0 665 596 313 2298 2114 823 283 229 184 1291 761 141 1194 661 116 210 135 1139 1043 568 404 990 164
internal_count=2963 665 596 313 2298 2114 823 283 229 184 1291 761 141 1194 661 116 210 135 1139 1043 568 404 990 164
is_linear=0
shrinkage=0.0024518


Tree=1133
num_leaves=30
num_cat=0
split_feature=1 3 4 3 4 1 1 124 14 3 16 4 147 1 12 49 16 42 4 43 3 43 4 481 50 16 4 12 4
split_gain=797.305 140.332 57.1125 39.7799 37.9694 17.2301 20.2123 19.3376 16.4077 22.5667 16.4575 15.4375 13.4237 12.8675 12.177 10.5165 10.4335 8.81552 8.09842 9.75695 6.99352 6.58774 4.62637 3.95229 3.85382 3.33646 3.24568 2.57107 1.11381
threshold=0.10471000000000001 -0.055389999999999988 0.41552000000000006 -0.07298499999999998 0.51395000000000002 0.087225000000000011 0.078705000000000011 -1.0000000180025095e-35 0.073890000000000011 -0.12077499999999998 0.066010000000000013 -0.040394999999999993 1.0000000180025095e-35 0.13686500000000004 0.095775000000000013 -0.00025999999999999992 -0.073554999999999995 0.11466000000000001 0.036605000000000006 -0.0044999999999999997 -0.082094999999999987 -0.013164999999999998 0.0060300000000000015 -0.048929999999999994 0.10861000000000003 -1.0000000180025095e-35 -0.054799999999999995 0.088395000000000015 -0.025079999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 8 12 6 17 -7 9 10 -1 -2 13 16 22 -9 -3 18 19 -5 -13 -18 23 28 -25 26 -16 -24 -11
right_child=1 4 -4 5 -6 7 -8 15 -10 14 -12 20 -14 -15 25 -17 21 -19 -20 -21 -22 -23 27 24 -26 -27 -28 -29 -30
leaf_value=0.011504013679520005 0.013022303962136971 0.0099871324690480635 0.0098526042199258076 0.013379593714249344 0.0085980082525000667 0.010904196120484579 0.01357934517419198 0.01156789788877343 0.01392331221447417 0.013276983642226943 0.01286214818061905 0.01123102604007159 0.0090969407536634107 0.0095620857344031751 0.012941496045600307 0.012644405725699944 0.010397631144906527 0.01168668323219536 0.012024680404889363 0.012389383773284487 0.012215425832669158 0.011394332516100385 0.013049881897835399 0.013100850418016759 0.012667979474386646 0.012192577160027177 0.012325198821516441 0.012464219697853274 0.013657832665066264
leaf_weight=72 57 96 54 69 94 55 70 55 67 93 68 53 53 91 100 102 53 56 75 91 62 52 52 933 91 68 53 75 53
leaf_count=72 57 96 54 69 94 55 70 55 67 93 68 53 53 91 100 102 53 56 75 91 62 52 52 933 91 68 53 75 53
internal_value=0 0.0103608 0.0116238 0.0128128 0.00971059 0.0123618 0.0126248 0.0119139 0.0129626 0.0129237 0.0121638 0.0121797 0.0100137 0.01018 0.0129938 0.0122674 0.0104596 0.0123952 0.0125639 0.0128165 0.0117619 0.0108914 0.0130671 0.0131065 0.0130624 0.0125635 0.0127281 0.0127042 0.0134154
internal_weight=0 665 226 2298 439 573 361 212 1725 1658 140 172 345 292 1518 157 201 291 235 160 115 105 1297 1170 1024 221 153 127 146
internal_count=2963 665 226 2298 439 573 361 212 1725 1658 140 172 345 292 1518 157 201 291 235 160 115 105 1297 1170 1024 221 153 127 146
is_linear=0
shrinkage=0.00197189


Tree=1134
num_leaves=30
num_cat=0
split_feature=1 155 40 47 47 48 3 16 0 3 16 42 474 16 15 15 16 2 0 42 48 42 131 15 402 160 15 0 42
split_gain=23.8311 13.659 7.44618 6.15665 5.90857 4.36727 4.59868 8.61832 4.2614 6.28351 4.08998 7.78502 4.09361 5.05843 3.43103 2.90487 2.90449 3.02657 2.54996 1.94451 1.89085 1.70534 1.57355 1.48109 1.65821 1.31334 1.35491 1.1935 0.719277
threshold=0.096315000000000026 0.084710000000000021 -0.085354999999999986 1.0000000180025095e-35 0.12282000000000001 -0.068459999999999979 -0.010434999999999998 -0.062279999999999995 -0.083514999999999992 -0.11151499999999999 -0.0021749999999999994 0.083925000000000013 0.083865000000000009 -0.018754999999999997 -0.14803999999999998 0.025430000000000005 -0.055004999999999991 0.090215000000000004 -0.11167499999999998 0.083120000000000013 0.086665000000000006 0.084360000000000004 0.092255000000000018 -0.078064999999999982 0.089020000000000002 0.10276500000000001 -0.021179999999999997 -0.029849999999999998 -0.079964999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 5 19 -4 15 18 10 27 12 -12 13 14 -1 21 17 -16 -8 -5 -15 -7 23 -11 25 26 -25 -10 -24
right_child=1 -3 3 4 -6 6 7 -9 9 22 11 -13 -14 20 16 -17 -18 -19 -20 -21 -22 -23 28 24 -26 -27 -28 -29 -30
leaf_value=0.005804453652787556 1.7250325897125034e-05 0.0053722324554277626 0.0039981238465675566 0.0039053127970333341 0.0021351402036854372 0.0027572081731915702 0.0032296236979049864 -0.00072390878161055882 0.0012817228861271462 0.0049866213449246272 0.0073908749387905908 0.0040810574801672566 0.0027909317868222115 0.0063306248863222413 0.0045360743188039747 0.0040384609377114291 0.0023260890396073568 0.003331977245233919 0.0012405033695117634 0.0058973399569792646 0.0045505105158020875 0.0010290554488621626 0.0052624680422638055 0.0027551152463946679 0.0047987115576128125 0.0046593683991769134 0.0037137661904650399 0.0028597095912407059 0.0041535390722683549
leaf_weight=67 71 94 62 60 78 83 75 87 52 64 74 88 92 98 389 63 53 170 71 52 52 53 75 102 82 67 471 57 61
leaf_count=67 71 94 62 60 78 83 75 87 52 64 74 88 92 98 389 63 53 170 71 52 52 53 75 102 82 67 471 57 61
internal_value=0 0.00267075 0.00233431 0.0025747 0.00372464 0.00213225 0.00186428 0.00114729 0.00416135 0.0038151 0.0044909 0.00559344 0.00429688 0.00446391 0.00418762 0.00270338 0.00401048 0.00417003 0.00226286 0.0048309 0.00571405 0.00208433 0.00401687 0.0038872 0.00378964 0.00366022 0.00354326 0.00210764 0.00476567
internal_weight=0 849 755 684 190 494 432 233 2114 1031 1083 162 921 829 679 199 612 559 146 112 150 136 922 786 722 640 573 109 136
internal_count=2963 849 755 684 190 494 432 233 2114 1031 1083 162 921 829 679 199 612 559 146 112 150 136 922 786 722 640 573 109 136
is_linear=0
shrinkage=0.0075133


Tree=1135
num_leaves=19
num_cat=0
split_feature=4 15 48 51 15 12 13 12 1348 483 13 151 47 50 132 16 41 4
split_gain=17.8906 6.40724 5.03998 7.48778 6.43605 6.28096 4.33165 5.87545 4.01447 3.98958 4.84129 3.92776 2.40518 2.76702 2.00674 5.76447 3.43491 0.864103
threshold=0.31392000000000003 -0.38214499999999996 0.093225000000000016 0.10532000000000001 -0.047859999999999993 0.087745000000000004 -0.00045499999999999995 0.080020000000000022 0.084490000000000023 0.084885000000000016 -0.080314999999999984 -0.071694999999999995 0.11566000000000001 -0.23108499999999996 0.082230000000000011 -0.040874999999999995 0.075585000000000013 -0.0053799999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 8 6 -5 7 -4 12 10 -2 -3 13 -1 16 -16 -15 -9
right_child=1 11 4 5 -6 -7 -8 17 -10 -11 -12 -13 -14 14 15 -17 -18 -19
leaf_value=0.0039374378142041887 0.00088598396859147224 0.0011020767940237985 0.00036837689595292352 0.0056098825815733104 7.2925059602029052e-05 0.0031052008962276817 0.0036042010887648943 0.0031487499430186334 0.0010523491210501822 0.00045916093706935789 0.0030916394909821544 -0.00108377229389925 0.0015428774271143472 0.0026743977783273034 0.0029259988381769406 0.00065713958040904965 0.0040062632942509677 0.0021037266414336802
leaf_weight=60 53 57 60 52 53 97 64 55 53 56 92 54 62 1790 97 62 68 53
leaf_count=60 53 57 60 52 53 97 64 55 53 56 92 54 62 1790 97 62 68 53
internal_value=0 0.00115872 0.00263019 0.00271903 0.00190022 0.00397973 0.0023174 0.00182682 0.00263331 0.00177724 0.00228586 3.81322e-05 0.00267245 0.00270614 0.00266948 0.00204168 0.00272318 0.00263649
internal_weight=0 312 2626 2341 285 149 232 168 2192 201 145 111 2139 2077 2017 159 1858 108
internal_count=2938 312 2626 2341 285 149 232 168 2192 201 145 111 2139 2077 2017 159 1858 108
is_linear=0
shrinkage=0.00580803


Tree=1136
num_leaves=14
num_cat=0
split_feature=2 40 4 49 130 48 159 42 3 14 159 3 1374
split_gain=15.0715 9.31964 5.14121 7.82743 6.99651 4.29517 3.14961 3.08404 3.05473 2.75882 2.65074 5.71976 2.4911
threshold=0.25063000000000007 0.053385000000000009 -0.047714999999999987 -1.0000000180025095e-35 -0.073954999999999979 0.12737000000000001 0.090695000000000012 -0.11466499999999999 -0.15041499999999997 0.073890000000000011 -0.085199999999999984 -0.013714999999999998 -0.080239999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 9 -6 -9 10 -5 -12 -10
right_child=-2 -3 4 6 5 -7 -8 8 12 -11 11 -13 -14
leaf_value=0.0052110966898538513 -0.001106425097413785 -9.667352772143463e-06 -6.3330681189332851e-05 0.0036788856601787578 0.003810532614227027 0.00047074363506188543 0.0041481039794644447 0.00077082177058315272 0.0010245162810910509 0.00417079702811185 0.0026326248965028373 0.00032536792454632873 0.0025360572129961693
leaf_weight=68 56 68 57 102 80 53 77 53 55 58 901 55 1255
leaf_count=68 56 68 57 102 80 53 77 53 55 58 901 55 1255
internal_value=0 0.00252841 0.00258977 0.00291925 0.00232219 0.00241313 0.00278855 0.00248442 0.00240653 0.00269468 0.00261369 0.00249996 0.00247265
internal_weight=0 2882 2814 1261 1553 1496 1193 1443 1363 1116 1058 956 1310
internal_count=2938 2882 2814 1261 1553 1496 1193 1443 1363 1116 1058 956 1310
is_linear=0
shrinkage=0.00694113


Tree=1137
num_leaves=16
num_cat=0
split_feature=4 10 148 15 47 15 50 1452 480 11 4 4 13 15 16
split_gain=9.7755 6.75247 3.59897 12.3941 4.11336 3.12624 2.99746 2.81087 3.29892 4.17118 5.46245 2.7619 2.28216 1.13228 0.594444
threshold=0.31392000000000003 -1.0000000180025095e-35 -0.064274999999999985 -0.0070899999999999991 0.11224000000000002 -0.41725999999999991 -0.23108499999999996 0.087120000000000017 -0.022539999999999998 1.0000000180025095e-35 -0.15615999999999999 0.51292000000000015 0.25472500000000003 -0.070009999999999975 -0.53870999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 11 -4 8 -8 12 -11 -3 -10 -6 -7
right_child=1 5 4 -5 13 14 7 -9 9 10 -12 -13 -14 -15 -16
leaf_value=0.003672467736080565 -0.0013833268088635992 0.0034878168319797012 0.0041672721771522005 -0.0014726097298186384 0.0018679438130981493 0.0011041378123501165 0.00068537242209685352 0.0038746629098861613 0.0023618530439980085 0.0025281370942677435 0.0055743363528254373 0.0013534468138618947 0.0039468101746447217 0.00043533927119445402 -3.7342698579701968e-05
leaf_weight=54 58 61 65 56 64 52 61 84 1977 86 58 86 55 66 55
leaf_count=54 58 61 65 56 64 52 61 84 1977 86 58 86 55 66 55
internal_value=0 0.000975262 0.00241056 0.00105241 0.0024699 0.00151416 0.00254226 0.00249672 0.00244494 0.00249423 0.00375565 0.00223969 0.00240479 0.00114125 0.000516631
internal_weight=0 312 2626 110 2516 254 2386 2321 2237 2176 144 147 2032 130 107
internal_count=2938 312 2626 110 2516 254 2386 2321 2237 2176 144 147 2032 130 107
is_linear=0
shrinkage=0.00766357


Tree=1138
num_leaves=29
num_cat=0
split_feature=1 1 12 39 2 13 1 2 2 2 151 1 12 16 151 1 12 159 2 12 13 2 48 130 16 51 12 1
split_gain=387.516 79.4324 67.0797 33.3907 32.2738 21.3281 17.1423 16.2679 8.32095 8.13305 7.71035 6.67086 7.67248 8.70809 6.60696 6.40826 5.71515 5.12022 5.71253 4.22867 3.55102 3.01085 2.57571 2.2569 2.18574 2.11318 1.88553 1.85885
threshold=0.10404000000000001 0.13074500000000003 0.086885000000000004 0.055555000000000007 0.17553000000000005 -0.0042049999999999995 0.092900000000000024 0.090020000000000017 0.123795 0.10724500000000002 -0.083274999999999988 0.084675000000000014 0.080635000000000012 0.044620000000000007 -0.00016499999999999997 0.089895000000000017 0.085905000000000023 0.083310000000000009 0.11203000000000002 0.098785000000000012 -0.087809999999999985 0.083815000000000014 0.098405000000000006 0.10311000000000002 0.0011450000000000004 -0.085594999999999991 -0.080929999999999988 0.087915000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 7 5 26 -5 11 15 19 -2 12 -1 21 -13 16 -9 18 -12 -4 -16 -14 23 -18 27 -23 -3 -22
right_child=1 4 9 6 -6 -7 -8 8 -10 -11 17 14 13 -15 20 -17 22 -19 -20 -21 24 25 -24 -25 -26 -27 -28 -29
leaf_value=0.0060913883608791977 0.0035599266419979857 0.0020334149368369308 0.0052889305432627454 0.0045730975948077204 0.00038784952221088506 0.0033298092206665215 0.0028981900727486245 0.0054279435752755192 0.003915079263719784 0.0038717962448666598 0.0034228925034141835 0.0043112739460900856 0.0057040761175334367 0.0043955668631655218 0.005618159090227442 0.0042828767703654933 0.0049243338750475565 0.0020774526367749345 0.0024596987089970197 0.0044414432417209347 0.0046832848047019156 0.0056708157158784078 0.0043382707229861969 0.0044531633492146307 0.0045948307291442218 0.0052089219351451835 0.0014318220715899839 0.0051606299420486595
leaf_weight=58 55 56 74 70 54 73 57 94 55 52 54 70 86 59 53 97 471 65 77 52 53 57 52 60 62 594 52 226
leaf_count=58 55 56 74 70 54 73 57 94 55 52 54 70 86 59 53 97 471 65 77 52 53 57 52 60 62 594 52 226
internal_value=0 0.00298392 0.00356382 0.00495089 0.00192519 0.0023837 0.00382156 0.00501769 0.00476871 0.00462763 0.00280931 0.00517427 0.00529347 0.0052353 0.00495484 0.00482933 0.00490759 0.00259855 0.00285693 0.00493937 0.00506911 0.00530249 0.00482365 0.00487114 0.00498371 0.0052494 0.00174398 0.00507004
internal_weight=0 664 429 2274 235 181 127 2147 829 178 251 1318 854 796 464 774 677 196 131 126 394 737 583 531 341 651 108 279
internal_count=2938 664 429 2274 235 181 127 2147 829 178 251 1318 854 796 464 774 677 196 131 126 394 737 583 531 341 651 108 279
is_linear=0
shrinkage=0.00226508


Tree=1139
num_leaves=31
num_cat=0
split_feature=1 4 2 1 12 4 2 1 13 4 3 4 15 15 1 2 2 4 4 4 12 12 131 52 1 4 13 13 4 13
split_gain=435.167 83.7021 43.149 38.1996 44.745 26.0561 24.8741 23.0706 22.0401 16.0827 14.6113 13.8632 11.6952 8.56555 9.41259 16.3119 8.25902 7.23949 7.13062 6.78818 6.41235 3.77221 3.7484 3.50309 3.00023 2.2092 2.03728 1.82345 1.59718 0.923534
threshold=0.10749500000000002 0.41165000000000002 0.10803500000000001 0.092845000000000025 0.085845000000000019 -0.047099999999999996 0.098655000000000007 0.13074500000000003 -1.0000000180025095e-35 -0.072659999999999988 -0.036264999999999992 -0.27577999999999997 -0.45775499999999997 -0.14773499999999998 0.080320000000000016 0.083185000000000023 0.12860500000000002 0.0047050000000000008 0.18095500000000003 0.0015850000000000003 0.087765000000000024 0.092010000000000022 0.091760000000000022 0.10460500000000002 0.10054 -0.079164999999999985 -0.066869999999999999 -1.0000000180025095e-35 0.05864500000000001 -0.070594999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 8 -4 11 27 -5 -8 22 -1 -9 -13 20 21 -7 26 28 24 23 -16 -2 -15 29 -22 -11 -3 -19 -6
right_child=1 7 5 4 19 16 9 12 -10 17 -12 13 -14 14 15 -17 -18 18 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0058744165983448471 0.0049051864024505093 0.0019858167452369516 0.0037510421611663645 0.0022450211486433765 0.0048832768722680596 0.0024221700663138888 0.0031040478598644244 0.0015869070465994067 0.0039156757580932587 0.0051661282513985546 0.0031123434052584193 0.0055272364908864821 0.00026757825628507859 0.005120007633163226 0.0048884404016561163 0.0036360277644237925 0.0012443737027145599 0.0041058179035138942 0.0047936382397054276 0.003961485797685434 0.0049159280277722992 0.004223603036099758 0.0040759470338289647 0.0046048576623470856 0.0053173454258498625 0.0046038330220912185 0.0046050942398159879 0.0025562479690362178 0.0035844760679452029 0.004456720792798863
leaf_weight=68 57 58 52 77 52 62 52 63 79 53 56 87 70 550 217 84 56 56 56 52 180 53 52 75 54 312 85 54 63 53
leaf_count=68 57 58 52 77 52 62 52 63 79 53 56 87 70 550 217 84 56 56 56 52 180 53 52 75 54 312 85 54 63 53
internal_value=0 0.00250497 0.00322647 0.00465217 0.00399344 0.00244095 0.00477358 0.00151833 0.00309121 0.0042492 0.00403566 0.00489128 0.000892702 0.00484835 0.00480819 0.00449185 0.00186342 0.00443937 0.00413851 0.00466039 0.00490842 0.00475802 0.0045098 0.00505823 0.00488881 0.00471806 0.00482074 0.00226106 0.00383001 0.00466819
internal_weight=0 580 335 2358 367 170 1991 245 156 365 165 1626 133 1558 1471 354 118 313 175 211 1117 270 109 625 159 492 138 112 119 105
internal_count=2938 580 335 2358 367 170 1991 245 156 365 165 1626 133 1558 1471 354 118 313 175 211 1117 270 109 625 159 492 138 112 119 105
is_linear=0
shrinkage=0.00222067


Tree=1140
num_leaves=31
num_cat=0
split_feature=1 52 1 2 39 1 2 47 2 15 1 1 0 2 52 0 2 51 52 48 49 0 52 15 43 43 0 43 2 43
split_gain=585.995 145.054 82.0351 71.6443 44.4085 35.907 28.0345 27.6578 21.5963 24.4861 13.7999 17.6824 14.8979 11.1307 9.13148 8.55958 6.6675 6.55382 5.93606 5.09498 4.15511 3.697 2.30884 2.72939 2.18014 1.90665 1.83686 1.49342 1.75993 0.837562
threshold=0.10331000000000003 -0.41694999999999993 0.12500000000000003 0.10334500000000001 0.0047850000000000011 0.088035000000000016 0.099185000000000009 0.078345000000000012 0.14808000000000002 -0.19153499999999998 0.085780000000000009 0.076160000000000019 -0.09712999999999998 0.123795 -0.015539999999999998 -0.17862999999999998 0.092320000000000013 0.017990000000000003 0.11122500000000002 0.084705000000000016 0.096960000000000005 -0.080584999999999976 -0.013125 0.089545000000000013 -0.03898999999999999 -0.010424999999999999 -0.07385499999999999 -0.076744999999999994 0.10912000000000001 -0.012509999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 6 -6 10 -3 9 -4 11 16 -12 17 -13 -5 18 21 20 -17 -1 -8 -14 25 -25 -24 29 -23 -29 -18
right_child=1 2 8 15 5 -7 13 -9 -10 -11 12 14 22 -15 -16 19 26 -19 -20 -21 -22 27 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0066983871096216729 0.0066340744671905122 0.0040049093584157017 0.0013105450867068726 0.0034077888671412023 0.0059112630869488578 0.002943478549749396 0.0054824262788018439 0.0064212633178438094 0.00053121577223336029 0.0034768984099693271 0.0049811457085297351 0.0066552283152729085 0.005888509253482329 0.0045159604541113296 0.0080950926024403371 0.0017719909561540017 0.0063251214739814482 0.0049274055865045872 0.005841953068252863 0.00286875275935307 0.0059447764049412877 0.0065314705323934611 0.0063796894979826681 0.005749106881329508 0.0064039899068357581 0.0070593477562490275 0.0055933649732214921 0.005626631294395338 0.0062853411745899595 0.0058992698323753791
leaf_weight=760 86 76 96 69 70 56 81 69 91 68 85 57 99 60 83 81 111 54 78 54 61 66 73 66 99 58 55 54 77 56
leaf_count=760 86 76 96 69 70 56 81 69 91 68 85 57 99 60 83 81 111 54 78 54 61 66 73 66 99 58 55 54 77 56
internal_value=0 0.0032788 0.00280101 0.00367089 0.00618619 0.00459248 0.00628032 0.00515496 0.00161036 0.00220897 0.00643064 0.00658256 0.00603146 0.00561262 0.00750907 0.00261588 0.00646682 0.00581073 0.00657301 0.00221091 0.00664243 0.0059822 0.00625741 0.00638069 0.00614222 0.00668083 0.00603667 0.00618754 0.00601404 0.0061825
internal_weight=0 690 604 349 2259 126 2133 145 255 164 1741 1261 480 392 140 204 1121 332 899 135 821 278 395 296 165 131 222 197 131 167
internal_count=2949 690 604 349 2259 126 2133 145 255 164 1741 1261 480 392 140 204 1121 332 899 135 821 278 395 296 165 131 222 197 131 167
is_linear=0
shrinkage=0.00276112


Tree=1141
num_leaves=29
num_cat=0
split_feature=12 12 15 3 43 12 150 43 160 376 11 15 15 0 15 12 12 0 160 159 0 160 401 52 0 12 52 43
split_gain=231.686 63.0803 59.4114 41.5714 44.6417 21.7896 18.3866 17.2101 15.1611 14.8944 11.8145 13.912 11.3891 10.4845 10.4405 8.82203 5.80382 5.98121 2.97869 2.35466 2.32342 2.11276 2.01989 1.98647 1.84024 1.47238 1.46649 0.255908
threshold=0.056995000000000011 0.14472000000000004 -0.2987999999999999 0.11391500000000002 -0.069434999999999983 0.099680000000000005 0.083680000000000018 -0.095049999999999982 -1.0000000180025095e-35 0.083705000000000016 1.0000000180025095e-35 1.0000000180025095e-35 -0.11949999999999998 -0.108275 -0.024929999999999997 -1.0000000180025095e-35 0.090285000000000018 -0.10934999999999999 -1.0000000180025095e-35 -0.22731999999999997 -0.086064999999999989 -0.06146999999999999 0.089115000000000014 -0.089214999999999975 -0.081024999999999986 0.10488500000000002 0.0049050000000000005 -0.029255
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 8 4 7 10 13 -4 -1 -9 16 -12 -7 -6 -5 -15 17 -2 -14 -18 23 -21 -22 -19 -20 -26 -23 -27
right_child=1 -3 3 14 6 12 -8 9 -10 -11 11 -13 18 15 -16 -17 19 20 24 21 22 26 -24 -25 25 27 -28 -29
leaf_value=0.0030091249848816287 0.0045028528905647763 0.0027035999357001347 0.0042533536908970554 0.0032340819875033458 0.0057291086169425718 0.0035490730600779095 0.0036838773298080592 0.002041148381162023 0.0015454827292897503 0.0037110597898154588 0.0053337386615704254 0.0068645770384810085 0.0043530212917750723 0.0039646976302491008 0.0019058396446842501 0.0052397722260844578 0.0053766474916525538 0.0050837449719667938 0.0045571379122965249 0.0045818827550223292 0.0051762458208467867 0.00489933842533924 0.0056771874868829265 0.0055438104877606172 0.0047441441296974191 0.0053411642767135061 0.0052115692783560874 0.0050832235329265349
leaf_weight=79 53 64 74 97 98 52 65 69 85 56 95 54 77 56 53 72 79 66 66 87 465 283 53 351 64 53 131 52
leaf_count=79 53 64 74 97 98 52 65 69 85 56 95 54 77 56 53 72 79 66 66 87 465 283 53 351 64 53 131 52
internal_value=0 0.00505497 0.00354186 0.00387269 0.00421174 0.00512727 0.00481192 0.00333396 0.00225069 0.00278947 0.00524063 0.00588871 0.0045925 0.00513624 0.00276494 0.00468213 0.00517903 0.0052915 0.00476632 0.00498739 0.00533618 0.00492596 0.00522755 0.00547106 0.00490163 0.00503601 0.0049982 0.00521367
internal_weight=0 2145 804 640 490 2081 291 199 164 125 1717 149 364 226 150 128 1568 988 312 580 935 501 518 417 235 169 414 105
internal_count=2949 2145 804 640 490 2081 291 199 164 125 1717 149 364 226 150 128 1568 988 312 580 935 501 518 417 235 169 414 105
is_linear=0
shrinkage=0.00240373


Tree=1142
num_leaves=25
num_cat=0
split_feature=4 12 2 12 14 133 47 159 4 2 4 4 48 0 12 14 12 4 2 475 0 0 12 12
split_gain=471.506 160.629 56.0911 48.268 33.4635 25.6926 22.4811 21.3854 18.7959 18.5576 14.6638 20.6064 12.1336 10.8825 9.22452 7.46774 7.26386 7.19266 7.12988 7.91363 5.15704 2.01953 1.92011 2.00797
threshold=0.31392000000000003 0.056995000000000011 0.10773000000000001 0.13642500000000005 0.076450000000000004 0.084675000000000014 0.077735000000000012 0.087360000000000007 0.032770000000000001 0.15205000000000002 -0.15615999999999999 -0.0034749999999999994 0.084455000000000016 -0.092134999999999981 0.023990000000000004 -1.0000000180025095e-35 0.098785000000000012 -0.4950449999999999 0.090020000000000017 -0.067819999999999978 -0.085754999999999984 -0.17127999999999996 0.090285000000000018 0.094795000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 8 6 10 13 17 14 -1 -12 -13 -4 15 -2 22 -3 20 -20 -19 -17 -10 -24
right_child=9 3 7 -5 -6 -7 -8 -9 16 -11 11 12 -14 -15 -16 21 -18 18 19 -21 -22 -23 23 -25
leaf_value=0.0050312783225830325 0.0022714780605481186 0.0059016021042813472 0.0022308746073104587 0.0028466777561177632 0.0067788310322078171 0.002775426057271926 0.0055106116265690253 0.0012062012238117988 0.0049418029990080979 0.00019976876950495763 0.0027319787790898308 0.0051541717625247221 0.0035247806498340498 0.0036945044374800361 0.0026695066795520764 0.0016016976759892117 0.0038283569945234204 0.0053734454719635248 0.0055963931672902492 0.0046907419944587688 0.005039223384073253 0.0010056375315474868 0.0041189854684122893 0.0047601008297258459
leaf_weight=60 57 62 56 59 63 74 74 57 89 52 79 54 52 62 53 54 83 438 65 407 698 85 53 63
leaf_count=60 57 62 56 59 63 74 74 57 89 52 79 54 52 62 53 54 83 438 65 407 698 85 53 63
internal_value=0 0.00468136 0.00354829 0.00499076 0.00505334 0.00405245 0.0043486 0.00241596 0.00499781 0.00150638 0.00399753 0.00366212 0.00435509 0.00300012 0.00177914 0.00153825 0.00443001 0.00509572 0.00506463 0.00481552 0.00516811 0.00123739 0.00467349 0.0044674
internal_weight=0 2648 568 2080 2021 393 319 175 1958 301 245 185 106 118 249 196 288 1670 1608 472 1136 139 205 116
internal_count=2949 2648 568 2080 2021 393 319 175 1958 301 245 185 106 118 249 196 288 1670 1608 472 1136 139 205 116
is_linear=0
shrinkage=0.00240373


Tree=1143
num_leaves=25
num_cat=0
split_feature=1 3 2 123 2 14 2 4 34 2 2 1 1 11 4 49 2 0 4 4 4 0 3 1212
split_gain=447.481 139.328 41.7813 41.0319 40.4982 35.4051 25.4362 23.0129 16.3577 27.42 13.8836 18.4736 9.82117 11.1264 9.69424 7.63396 7.13246 8.34437 6.23044 5.89822 6.66995 4.41877 3.95386 3.617
threshold=0.10331000000000003 -0.049204999999999992 0.11504500000000002 1.0000000180025095e-35 0.14808000000000002 0.064610000000000015 0.123795 -0.048309999999999992 -0.023104999999999997 0.10334500000000001 0.087975000000000012 0.08776500000000001 0.11883500000000001 0.084800000000000014 0.42405000000000009 -0.042254999999999994 0.076510000000000009 -0.092879999999999976 -9.4999999999999992e-05 0.032770000000000001 0.18095500000000003 -0.092524999999999982 -0.088734999999999994 0.090175000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 5 7 6 10 -3 -9 -10 16 19 13 -2 15 -11 17 -1 23 21 -21 -12 -19 -18
right_child=1 4 -4 -5 -6 -7 -8 8 9 14 11 -13 -14 -15 -16 -17 18 22 -20 20 -22 -23 -24 -25
leaf_value=0.003599977353242152 0.0039805264239809362 0.0032589269357689698 0.0021544129218609284 0.0028967806757645531 0.000290393401125093 0.0058618257653285958 0.0031032439612385817 0.00066434345122338436 0.0033097894089668171 0.0017819307066969431 0.0050454353870991687 0.0033584042134037762 0.0033507594146386399 0.005253247503285834 0.002298651696213998 0.00068555491460764255 0.0047391009212709514 0.0039770960017660485 0.0054461095668429287 0.0036813722503576582 0.0045334874736517733 0.0043872643672882372 0.0045984933093487414 0.0041481787221380089
leaf_weight=56 88 54 67 85 87 80 71 57 55 57 53 101 53 52 56 64 518 58 56 117 70 620 319 55
leaf_count=56 88 54 67 85 87 80 71 57 55 57 53 101 53 52 56 64 518 58 56 117 70 620 319 55
internal_value=0 0.00237818 0.00363639 0.00438148 0.00161735 0.00443952 0.00438517 0.00195386 0.00170993 0.00196672 0.00443015 0.00424024 0.00415074 0.00445342 0.00154925 0.00120222 0.00460197 0.00438623 0.00475045 0.00434377 0.00400047 0.00443913 0.00450296 0.00468242
internal_weight=0 690 260 2259 430 2174 2094 343 289 232 2023 961 193 140 177 121 1062 433 629 860 187 673 377 573
internal_count=2949 690 260 2259 430 2174 2094 343 289 232 2023 961 193 140 177 121 1062 433 629 860 187 673 377 573
is_linear=0
shrinkage=0.00217713


Tree=1144
num_leaves=19
num_cat=0
split_feature=1 3 4 2 123 2 0 2 14 155 12 41 0 1 4 4 3 12
split_gain=365.472 109.073 36.319 32.8014 27.9327 20.9116 28.1161 19.645 17.202 14.2727 13.2849 12.1732 11.9507 20.5515 11.4651 6.72642 6.15466 5.2611
threshold=0.10331000000000003 -0.049204999999999992 0.41552000000000006 0.14253500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.10228499999999999 0.12933000000000003 0.064610000000000015 0.092900000000000024 -0.0089849999999999982 0.078705000000000011 -0.13409999999999997 0.085490000000000024 0.032770000000000001 -0.50810499999999992 -0.082824999999999982 0.090285000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 9 5 7 -3 10 8 11 16 -7 12 13 -1 15 -14 -2 -16
right_child=1 3 -4 -5 -6 6 -8 -9 -10 -11 -12 -13 14 -15 17 -17 -18 -19
leaf_value=0.0047476280539229749 0.0031237000639319284 0.0014017014949762904 0.0021392414368047626 0.00085374758674481492 0.0031449286815745142 0.0012538977747972755 0.0036414587255485702 0.003120425553296704 0.0053977135486140519 0.0049463289478162559 0.0025462061773090156 0.0033661162395767917 0.0052252120003205898 0.0029612792196279571 0.0043379835417561487 0.0044889158927611111 0.0040469894698445643 0.0036542036500326995
leaf_weight=53 52 96 56 102 85 58 77 54 80 61 97 52 59 66 99 1603 91 108
leaf_count=53 52 96 56 102 85 58 77 54 80 61 97 52 59 66 99 1603 91 108
internal_value=0 0.00257125 0.00366269 0.00191125 0.00434621 0.00224004 0.00258684 0.00439317 0.00442557 0.00408078 0.00206278 0.00438744 0.00441414 0.00375707 0.00445597 0.00451507 0.00371141 0.00398134
internal_weight=0 690 260 430 2259 328 232 2174 2120 204 155 2040 1988 119 1869 1662 143 207
internal_count=2949 690 260 430 2259 328 232 2174 2120 204 155 2040 1988 119 1869 1662 143 207
is_linear=0
shrinkage=0.00213444


Tree=1145
num_leaves=19
num_cat=0
split_feature=3 39 131 13 3 3 13 13 16 3 3 157 43 43 49 13 3 13
split_gain=16.1908 7.50323 6.53539 5.73389 4.18992 5.3988 4.06299 3.89679 7.0166 10.0469 3.49018 2.85287 2.83831 3.00611 2.61618 3.84939 3.06587 2.44116
threshold=0.28833000000000003 0.055555000000000007 0.083410000000000026 -0.014939999999999998 0.10021000000000001 0.12745000000000004 -0.47365999999999991 0.032645000000000007 0.092980000000000021 -0.23098999999999997 -0.0045699999999999985 0.11590500000000002 -0.31011999999999995 -0.0068849999999999996 -0.092109999999999984 -0.15029999999999996 -0.097574999999999981 -0.0042049999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 10 7 -6 -2 11 12 -10 -3 14 -9 -14 -1 -16 -17 -5
right_child=6 2 -4 17 5 -7 -8 8 9 -11 -12 -13 13 -15 15 16 -18 -19
leaf_value=0.0058616727711018508 0.0020922954389798469 0.0060729078738011293 -0.00034453265003412466 0.00060055903936694413 0.0010838897774990129 0.0045208708055577314 -0.0011981332207634209 0.0054119362758282656 0.0036621006819633631 -0.0015474857125698164 0.0030734725817657747 0.0021913996715596023 0.0022646301758379368 0.0046090513006978072 0.0018786842432509778 0.0028116194738769225 0.0043687193108281957 0.0029259785075502315
leaf_weight=80 60 59 54 67 89 63 61 84 70 52 67 55 91 86 56 109 1661 80
leaf_count=80 60 59 54 67 89 63 61 84 70 52 67 55 91 86 56 109 1661 80
internal_value=0 0.00378777 0.00250803 0.00307263 0.00395539 0.00250906 0.000432692 0.00404914 0.00321967 0.00144084 0.00447873 0.0042111 0.00405078 0.00340427 0.00426933 0.00419951 0.00427288 0.00186675
internal_weight=0 2823 327 273 2496 152 121 2344 383 122 126 1961 261 177 1906 1826 1770 147
internal_count=2944 2823 327 273 2496 152 121 2344 383 122 126 1961 261 177 1906 1826 1770 147
is_linear=0
shrinkage=0.00897909


Tree=1146
num_leaves=15
num_cat=0
split_feature=1 15 3 49 0 1 3 15 3 3 1 12 0 2
split_gain=14.2373 8.90022 5.91477 4.74287 4.39135 10.1099 8.23136 3.84979 3.40755 3.49444 6.09195 3.8925 2.72611 2.44052
threshold=0.13699000000000003 -0.45371999999999996 0.10021000000000001 -0.028049999999999995 0.040570000000000002 0.10198500000000001 -0.10859999999999999 -0.41725999999999991 0.040040000000000006 -0.023409999999999997 0.10152500000000002 0.080635000000000012 -0.12851999999999997 0.093320000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 8 6 -6 -2 9 11 13 -3 -13 -11
right_child=7 2 3 -5 5 -7 -8 -9 -10 10 -12 12 -14 -15
leaf_value=0.0003201508535019893 0.0013986175188901808 0.0035943917798027416 0.0022476930036378763 0.0002958895877313327 -0.0014893961524616627 0.0029861728848966625 0.0017065239292270769 -0.00044760217248632439 0.0034005500532949089 0.003220085175342289 0.00020977935003982696 0.0012685665228991819 0.0023315988235450367 0.0014668984564822139
leaf_weight=95 67 83 76 103 52 81 62 97 97 58 77 89 1853 54
leaf_count=95 67 83 76 103 52 81 62 97 97 58 77 89 1853 54
internal_value=0 0.00210297 0.00216603 0.00112494 0.00224036 0.00138583 0.000248181 0.000306261 0.00231244 0.00226474 0.00149342 0.0023367 0.00228291 0.00237536
internal_weight=0 2780 2685 179 2506 195 114 164 2311 2214 189 2025 1942 112
internal_count=2944 2780 2685 179 2506 195 114 164 2311 2214 189 2025 1942 112
is_linear=0
shrinkage=0.00592419


Tree=1147
num_leaves=29
num_cat=0
split_feature=12 3 12 43 43 12 3 3 51 123 12 42 42 0 3 0 0 43 1446 0 376 0 3 3 42 42 43 43
split_gain=621.958 152.157 119.009 110.563 75.5576 49.6126 44.5579 33.8242 14.3918 10.3742 9.79679 14.9378 26.8789 9.58992 8.65109 7.7227 6.99255 5.71673 6.06138 4.7621 4.70561 4.24829 7.92343 3.50132 2.9445 1.96561 1.42122 0.879228
threshold=0.056995000000000011 0.28833000000000003 0.13642500000000005 -0.031974999999999996 -0.10042499999999999 0.093740000000000004 0.10856000000000002 -0.01223 -0.09193999999999998 0.08901000000000002 0.10682000000000001 -0.033649999999999992 0.10356500000000002 -0.11167499999999998 0.088880000000000015 -0.095199999999999993 -0.14680499999999999 -0.12118 0.037915000000000011 -0.10726999999999999 0.083705000000000016 -0.07087499999999998 -0.12711499999999995 -0.080654999999999991 0.087065000000000017 0.094110000000000013 -0.075374999999999984 0.056805000000000008
decision_type=2 2 2 2 2 2 2 2 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 16 7 -5 -9 20 15 -12 -13 -3 -10 -7 -2 -18 19 -19 -6 26 -23 -21 -20 -24 -17 -28
right_child=2 13 -4 6 9 10 -8 8 14 -11 11 12 -14 -15 -16 21 17 18 24 23 -22 22 25 -25 -26 -27 27 -29
leaf_value=0.0034010947259912796 0.0057832139444041995 0.00037242041938757934 0.001655577673435215 0.0022139946834152367 0.00069590239274233397 0.0035861268701003566 0.0020972200652257444 0.005260240183307432 0.0044244256114985593 -6.6888354009378656e-05 0.0044264402533908311 0.0019404017244288438 0.0043377610254464825 -0.00098334337884652448 0.0033130318763107927 0.0049555632090970319 0.0043583646628300773 0.0043221618670942104 0.0057171723569543137 0.005031679477001989 0.0015492860131068634 0.0050025130123969577 0.003627885074454093 0.0046995937938194236 0.0050803572660210851 0.0042060274176303532 0.004445266062319069 0.0048257946829371144
leaf_weight=83 57 56 73 52 79 60 101 65 90 62 97 52 52 60 69 81 89 71 83 787 66 52 67 231 81 66 110 52
leaf_count=83 57 56 73 52 79 60 101 65 90 62 97 52 52 60 69 81 89 71 83 787 66 52 67 231 81 66 110 52
internal_value=0 0.00216225 0.00461378 0.00259548 0.00150137 0.00471719 0.00343703 0.00392723 0.00432484 0.000739527 0.00419933 0.00376059 0.00313932 -0.00032862 0.00394228 0.00437999 0.00497222 0.00493775 0.00497889 0.00491502 0.00108451 0.00449122 0.0042208 0.00495635 0.0054028 0.00391497 0.004697 0.00456757
internal_weight=0 783 2161 667 290 2088 377 276 224 207 689 201 104 116 159 488 1399 1342 1253 1089 145 428 185 1018 164 133 243 162
internal_count=2944 783 2161 667 290 2088 377 276 224 207 689 201 104 116 159 488 1399 1342 1253 1089 145 428 185 1018 164 133 243 162
is_linear=0
shrinkage=0.00235659


Tree=1148
num_leaves=19
num_cat=0
split_feature=1 1 150 30 13 43 48 48 13 481 50 475 157 16 159 13 50 13
split_gain=12.9168 6.41633 6.11257 4.06774 4.96592 3.72866 3.49299 3.96192 3.11822 2.26097 4.0381 2.6825 2.4151 2.45336 3.3044 3.15012 1.88783 1.3298
threshold=0.092845000000000025 0.15028500000000003 -0.053939999999999995 0.086220000000000019 -0.39817499999999995 -0.50360999999999989 -0.068459999999999979 0.091075000000000003 -0.0094049999999999984 -0.050084999999999991 0.11875500000000001 -0.088544999999999985 -0.087349999999999997 -0.15105999999999997 0.084780000000000008 -0.09391999999999999 0.094500000000000015 -0.084509999999999988
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 -4 -1 -6 8 -8 16 11 -11 -13 14 -14 -15 17 -7
right_child=1 -3 3 -5 6 9 7 -9 -10 10 -12 12 13 15 -16 -17 -18 -19
leaf_value=0.00076980258053389904 -0.00071663774683366577 -0.00077919515408888531 0.00021214247088074316 3.2602319662070682e-05 0.0037944689858831451 0.0018801405744885114 0.0021880550647222692 0.0032404363541716098 0.001091888485744554 0.00097792445741138418 0.00067577801384072157 0.0039403724563838415 0.0009600573135510966 0.0037009426824428549 0.0031066885328767534 0.0024947713507721516 0.0042198358680775759 0.0032813493639293912
leaf_weight=63 53 60 78 63 56 54 294 100 234 56 63 61 108 119 54 1270 65 93
leaf_count=63 53 60 78 63 56 54 294 100 234 56 63 61 108 119 54 1270 65 93
internal_value=0 0.00145993 0.00161304 0.00176279 0.00190574 0.00246668 0.00209876 0.00194743 0.0017024 0.00252166 0.00243696 0.00250343 0.00255638 0.0025019 0.00167607 0.00259816 0.00321289 0.00276713
internal_weight=0 938 878 825 762 2006 684 628 528 1943 1731 1668 1612 1551 162 1389 212 147
internal_count=2944 938 878 825 762 2006 684 628 528 1943 1731 1668 1612 1551 162 1389 212 147
is_linear=0
shrinkage=0.00707995


Tree=1149
num_leaves=22
num_cat=0
split_feature=4 1 12 123 1 159 15 3 0 3 0 48 4 1 4 0 12 1 4 12 475
split_gain=318.695 96.7664 45.4192 25.3988 16.7662 13.8019 10.0968 9.89403 8.65426 14.6603 10.2272 7.85176 8.87129 7.59874 7.18561 6.87976 4.37597 3.99465 3.0949 2.78561 0.890626
threshold=0.31392000000000003 0.10471000000000001 0.087255000000000013 1.0000000180025095e-35 0.12895500000000001 0.079875000000000015 -0.42443999999999993 -0.0070649999999999992 -0.077614999999999976 0.088880000000000015 -0.14680499999999999 0.092745000000000008 -0.44205499999999992 0.11417500000000001 0.032770000000000001 -0.028049999999999995 0.082425000000000012 0.11050000000000001 0.0051950000000000008 0.088795000000000013 -0.008964999999999999
decision_type=2 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 8 17 7 -6 -3 9 10 -1 12 20 -4 16 18 -12 -2 -14 -16 -10
right_child=4 2 13 -5 6 -7 -8 -9 11 -11 14 -13 15 -15 19 -17 -18 -19 -20 -21 -22
leaf_value=0.0048892411821441712 0.0014017876809565349 0.0015307470105714455 0.0042674008525221485 0.0027659208196821297 0.0013556978755594391 0.00093861116369431841 0.00015374954102117074 0.0027853169718011061 0.0047236836208535884 0.0030871036162690283 0.0048040515835497816 0.0029623402755378039 0.0039605894616869496 0.0032201573489193491 0.0039907569452100984 0.0029797722094291011 0.0041663436307198421 0.0021535989023862764 0.0034530810840458404 0.003421772279908634 0.0042861901884183205
leaf_weight=103 61 53 61 86 80 52 70 92 52 68 61 53 326 95 94 54 1158 100 81 92 52
leaf_count=103 61 53 61 86 80 52 70 92 52 68 61 53 326 95 94 54 1158 100 81 92 52
internal_value=0 0.00382419 0.00269833 0.00399849 0.001351 0.00196059 0.000794953 0.00232692 0.0040468 0.00413785 0.00418521 0.00381456 0.00389446 0.00362981 0.00413358 0.00375664 0.00419828 0.0018689 0.00385965 0.00370946 0.00450517
internal_weight=0 2633 353 2280 311 197 150 145 2194 1576 1508 618 565 156 1405 461 1219 161 407 186 104
internal_count=2944 2633 353 2280 311 197 150 145 2194 1576 1508 618 565 156 1405 461 1219 161 407 186 104
is_linear=0
shrinkage=0.00231039


Tree=1150
num_leaves=30
num_cat=0
split_feature=4 1 3 1 2 4 11 2 1 2 2 52 12 1 13 4 52 52 2 2 12 52 15 43 13 4 52 2 131
split_gain=501.605 133.475 76.9152 46.292 33.9276 18.1916 16.602 16.3661 11.5745 11.4994 9.84069 9.67764 7.75977 7.67606 7.29496 7.26539 6.36755 5.73317 5.18425 5.06798 6.4748 4.28228 2.65526 1.97172 1.66479 3.12755 1.14996 0.991642 0.752012
threshold=0.31392000000000003 0.10123500000000001 -0.049204999999999992 0.12895500000000001 0.095850000000000005 0.00059000000000000014 1.0000000180025095e-35 0.13631000000000001 0.087225000000000011 0.11366500000000002 0.11504500000000002 -0.52575499999999986 0.08401500000000002 0.077020000000000019 -1.0000000180025095e-35 0.51734000000000002 -0.064364999999999992 -0.020789999999999996 0.091525000000000009 0.072175000000000017 0.080635000000000012 0.047800000000000009 -0.010414999999999999 -0.035884999999999993 -0.077614999999999976 -0.080584999999999976 0.093130000000000004 0.093595000000000025 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 2 2 2
left_child=1 4 11 10 6 9 8 16 18 13 -2 -3 -10 22 21 -5 -4 -13 19 -1 -21 -7 -6 -24 28 -26 27 -20 -14
right_child=3 2 7 15 5 14 -8 -9 12 -11 -12 17 24 -15 -16 -17 -18 -19 26 20 -22 -23 23 -25 25 -27 -28 -29 -30
leaf_value=0.0054078145946437166 0.0037438082274483487 0.0062122080440123054 0.0032763703161216291 0.0016096074222895025 0.0060873444901840545 0.00463353356747539 0.0070709363399858727 0.0021620516168307609 0.0048982574544436126 0.0047753470056021057 0.0025518152652871124 0.0044824817270197265 0.0061470610552674301 0.0066797565049123786 0.0039249434548003928 0.00045264985011605552 0.0042386419697637593 0.005508461307752492 0.0053272188944154192 0.006784700597378306 0.0060765725653971966 0.0054550981561688836 0.0050551256541769016 0.0057485251503037668 0.006044163568757731 0.0053375231360336213 0.0059187306564504206 0.0057821297903414472 0.0057509019385577802
leaf_weight=63 78 64 102 89 54 102 80 59 93 73 98 64 63 61 58 55 75 74 77 90 853 66 53 52 59 122 70 53 65
leaf_count=63 78 64 102 89 54 102 80 59 93 73 98 64 63 61 58 55 75 74 77 90 853 66 53 52 59 122 70 53 65
internal_value=0 0.00553497 0.00427367 0.00221977 0.00578527 0.00522566 0.00595732 0.00330382 0.0059019 0.00563732 0.00308024 0.00540663 0.00553359 0.00592321 0.00469185 0.0011679 0.00368426 0.00503284 0.00602465 0.0060981 0.00614418 0.00495645 0.0056328 0.00539878 0.00572472 0.00556801 0.00565507 0.00551289 0.0059461
internal_weight=0 2645 438 320 2207 519 1688 236 1608 293 176 202 402 220 226 144 177 138 1206 1006 943 168 159 105 309 181 200 130 128
internal_count=2965 2645 438 320 2207 519 1688 236 1608 293 176 202 402 220 226 144 177 138 1206 1006 943 168 159 105 309 181 200 130 128
is_linear=0
shrinkage=0.00250084


Tree=1151
num_leaves=19
num_cat=0
split_feature=15 2 39 2 0 3 0 2 2 14 0 2 14 16 15 2 16 16
split_gain=321.975 185.355 47.598 47.5469 53.788 40.1306 25.9485 17.4649 26.2469 15.635 28.248 25.8857 15.2651 15.18 11.0544 9.83376 7.66509 6.70883
threshold=-0.26361999999999991 0.11366500000000002 0.082115000000000007 0.15806500000000004 -0.075914999999999996 0.10766000000000002 -0.10998999999999999 -0.0050599999999999994 0.094485000000000013 0.073890000000000011 -0.13955999999999996 0.090485000000000024 -0.41608999999999996 0.15273500000000004 -0.032519999999999993 0.10523 0.08215500000000002 -0.20132999999999998
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 17 9 -1 -4 -9 10 11 -2 -8 -6 15 -12 -16 -3
right_child=1 3 7 -5 13 -7 12 8 -10 -11 14 -13 -14 -15 16 -17 -18 -19
leaf_value=0.0024788787255494069 0.0041823273403091017 0.0022079129556861802 0.0021419827369728709 0.00058513695048814152 0.0029481456738529328 0.0026752578490086458 0.0016502441970730531 0.0046121503391927327 0.0024861054422599246 0.0051467497399388992 0.004143954483069587 0.0021088392548943638 0.00032991926344184811 0.0042328650232698857 0.0043406652828051479 0.0032172557411674018 0.0048185451993354939 0.0012196020569016494
leaf_weight=61 57 67 62 52 84 74 66 54 52 90 541 53 101 84 1173 58 177 59
leaf_count=61 57 67 62 52 84 74 66 54 52 90 541 53 101 84 1173 58 177 59
internal_value=0 0.0039274 0.00413871 0.00246708 0.00279986 0.00422153 0.00128726 0.00304275 0.0035694 0.00427476 0.00423664 0.00318349 0.000851861 0.00359064 0.00429607 0.00405426 0.00440334 0.00174531
internal_weight=0 2737 2391 346 294 2223 228 168 106 2149 2059 110 167 168 1949 599 1350 126
internal_count=2965 2737 2391 346 294 2223 228 168 106 2149 2059 110 167 168 1949 599 1350 126
is_linear=0
shrinkage=0.00213444


Tree=1152
num_leaves=14
num_cat=0
split_feature=15 148 15 49 15 49 0 43 1443 51 49 484 1453
split_gain=14.4252 7.61881 9.04022 5.7949 5.33487 4.33297 4.20349 5.58586 4.18126 3.85648 4.3457 5.12402 4.09199
threshold=-0.26361999999999991 -0.064274999999999985 -0.0078249999999999986 0.14914000000000002 -0.14773499999999998 0.089215000000000017 -0.061204999999999989 -1.0000000180025095e-35 0.084655000000000022 0.13605000000000003 -0.014479999999999998 0.084695000000000006 -0.057839999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 5 -3 7 -1 9 10 11 -6 -12
right_child=1 3 -4 -5 8 -7 -8 -9 -10 -11 12 -13 -14
leaf_value=-0.00027213245806865204 0.0021434175219659461 0.0052092807990076328 -0.001384409854508572 0.00046519555498206194 0.0013017278791004133 0.0025216064690919008 -0.00053264254772542616 0.002521880965543382 0.0041733591070961962 0.0038845138272271271 0.00083000895535294706 0.0036179397508554348 0.002531272664295643
leaf_weight=57 92 60 53 66 298 52 92 79 63 78 68 52 1855
leaf_count=57 92 60 53 66 298 52 92 79 63 78 68 52 1855
internal_value=0 0.0023722 0.000853435 0.00245713 0.00250915 0.00396208 0.000590213 0.00135033 0.00244171 0.00239527 0.00234413 0.00164606 0.00247115
internal_weight=0 2737 145 2592 2526 112 228 136 2414 2351 2273 350 1923
internal_count=2965 2737 145 2592 2526 112 228 136 2414 2351 2273 350 1923
is_linear=0
shrinkage=0.00680503


Tree=1153
num_leaves=24
num_cat=0
split_feature=1 1 12 15 2 150 1 12 2 43 14 15 12 12 15 157 16 1429 15 16 15 15 2
split_gain=413.271 83.6414 48.4423 27.4414 29.2407 27.0793 32.4767 16.6865 18.4282 16.5191 15.0384 10.4644 10.2324 9.64529 7.72104 7.51107 4.88838 12.1811 8.64513 4.46354 3.38461 3.19082 2.87309
threshold=0.10509 0.12381000000000002 0.087255000000000013 -0.26361999999999991 0.14253500000000002 0.083435000000000023 0.085780000000000009 -0.085124999999999992 0.11366500000000002 -0.015924999999999998 0.056865000000000006 -0.032144999999999993 0.091290000000000024 0.099170000000000022 -0.43091499999999999 -0.0094199999999999978 0.067035000000000011 0.084710000000000021 -1.0000000180025095e-35 -0.15105999999999997 -0.050529999999999999 -0.023589999999999996 0.11085000000000002
decision_type=2 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 19 14 -5 7 21 -1 10 -8 12 -10 16 -4 -3 -14 17 -9 -18 -2 -17 -7 -21
right_child=1 3 13 4 -6 6 9 8 11 -11 -12 -13 15 -15 -16 20 18 -19 -20 22 -22 -23 -24
leaf_value=0.0041803203396165479 0.0034908541417523306 0.0016318340868460681 0.0055029595954763939 0.0036211904729219796 0.0011792694953990102 0.0059592036382641695 0.0045327744115209708 0.0056645384626992914 0.0052766658307426897 0.0025921739860173608 0.0066359917472479258 0.0038841773799922173 0.0043880565256487732 0.0041600079654076604 0.00038117112968382246 0.0049771242697453054 0.0055012144404231978 0.004391718099501573 0.0067036535269727037 0.0031385415245387348 0.0054583017587700837 0.0050954763123460091 0.0023445052784470213
leaf_weight=67 84 81 90 92 52 55 60 949 77 59 86 70 62 61 57 131 84 54 79 58 427 63 67
leaf_count=67 84 81 90 92 52 55 60 949 77 59 86 70 62 61 57 131 84 54 79 58 427 63 67
internal_value=0 0.00300619 0.00383746 0.00194489 0.00273958 0.00536474 0.00453063 0.00545949 0.00550193 0.00357086 0.00557165 0.00461377 0.00552039 0.00496063 0.00111546 0.0052497 0.0056643 0.00559604 0.00608416 0.00302586 0.00534539 0.0054983 0.00271316
internal_weight=0 642 360 282 144 2323 237 2086 2019 119 1872 147 1786 151 138 620 1166 1003 163 209 558 118 125
internal_count=2965 642 360 282 144 2323 237 2086 2019 119 1872 147 1786 151 138 620 1166 1003 163 209 558 118 125
is_linear=0
shrinkage=0.00260187


Tree=1154
num_leaves=17
num_cat=0
split_feature=4 1375 0 4 0 52 13 0 52 51 124 4 12 13 4 51
split_gain=13.4943 6.79859 4.96172 4.81809 9.96705 4.88052 4.29535 4.22839 5.79076 4.89404 3.34865 3.19367 2.42993 1.94875 1.2698 1.16081
threshold=0.31392000000000003 -0.15824499999999997 -0.105195 -0.17568999999999999 -0.011064999999999998 0.023800000000000005 -0.16392499999999996 -0.15029999999999996 -0.060344999999999996 0.11515500000000002 -1.0000000180025095e-35 0.0051950000000000008 0.093455000000000024 -0.0069149999999999993 0.41823000000000005 -0.094084999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 5 6 12 -5 8 -8 11 -4 -9 15 -12 -2 -3
right_child=2 3 10 4 -6 -7 7 9 -10 -11 13 -13 -14 -15 -16 -17
leaf_value=-0.00026071030548342744 0.0009985551231096164 0.002445715620790408 0.0013900397579828167 0.00073116664576590353 -0.00085080380532588597 0.0048753138520533324 0.0055258813246916423 0.0025478471885382391 0.002546930704186491 0.00076897544235758673 -0.0015846681184780052 0.0018238030254431501 0.0013936315500417042 0.00020403028114832097 0.0024347250886508566 0.0039043223106849496
leaf_weight=52 56 52 61 83 52 75 52 1561 99 101 62 400 54 65 76 64
leaf_count=52 56 52 61 83 52 75 52 1561 99 101 62 400 54 65 76 64
internal_value=0 0.00232335 0.000752867 0.0023752 0.00227454 0.00333955 0.00234536 0.00240586 0.00357331 0.00232034 -2.17243e-07 0.0024002 0.00266155 -0.000668586 0.00182602 0.00325113
internal_weight=0 2645 320 2593 2348 245 2296 2213 151 2062 188 1961 170 127 132 116
internal_count=2965 2645 320 2593 2348 245 2296 2213 151 2062 188 1961 170 127 132 116
is_linear=0
shrinkage=0.00722155


Tree=1155
num_leaves=33
num_cat=0
split_feature=1 13 11 15 16 1 48 16 160 42 1 42 16 13 43 42 16 1 16 1453 43 52 15 16 15 42 13 16 131 16 52 15
split_gain=18.7824 4.92435 3.95308 5.17923 3.68811 3.133 5.41211 12.795 3.10533 2.26587 2.40615 3.63255 3.29526 5.45908 2.18965 2.34947 4.43451 5.2357 2.14606 2.82944 1.80812 2.18309 1.36791 1.92671 1.29531 1.26375 1.53283 1.89895 1.15365 1.02942 0.535247 0.421522
threshold=0.10661000000000002 -0.10667999999999998 1.0000000180025095e-35 1.0000000180025095e-35 -0.40430999999999989 0.086860000000000007 0.081520000000000023 -0.013125 -0.082214999999999983 0.11033000000000003 0.13535500000000003 0.073240000000000013 -0.14158499999999996 0.0044550000000000006 0.060690000000000008 0.088305000000000008 -0.0083599999999999976 0.090485000000000024 -0.085644999999999985 -0.067664999999999989 -0.0018599999999999999 -0.53299999999999992 -0.032144999999999993 0.0033900000000000002 0.11401500000000002 -0.024804999999999997 -0.086394999999999986 -0.15381999999999998 0.088815000000000019 -0.091624999999999984 0.088485000000000008 -0.088184999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 -4 -2 18 14 -8 -3 10 11 12 -10 -14 15 16 17 -7 25 -20 21 -21 -22 -24 -23 31 30 -28 -17 -29 -27 -1
right_child=1 8 3 -5 -6 6 7 -9 9 -11 -12 -13 13 -15 -16 28 -18 -19 19 20 22 24 23 -25 -26 26 27 29 -30 -31 -32 -33
leaf_value=0.0012344217242371972 -0.0012405796205728176 -0.00023884133587264513 0.0016093359621358082 0.0036293748732665154 0.00043828504851417516 0.0012412893723553135 -0.0012914120599987402 0.0022414047714681253 0.0015861088954356299 -3.3743716451650982e-05 0.0021662294315447578 0.0018775335894346628 -0.0010097728614900936 0.0013385302587189019 0.00043836342878750181 0.0015728804074404386 0.00094529683381659746 0.0034352401634039822 0.0003988319767876617 0.0027680373056634087 0.001804649529640891 0.0017217634566336318 0.0013047676261323425 7.0850923402837607e-05 0.00086747461576213315 0.0015246050879372207 0.0033671198614446088 0.0016018217777122525 0.00066546343902511729 0.0026243158461854012 0.0021320933793876843 0.0018418431698697289
leaf_weight=72 70 70 92 65 89 53 73 53 58 53 61 87 69 52 53 89 76 85 62 57 82 678 134 53 58 101 54 58 80 61 78 67
leaf_count=72 70 70 92 65 89 53 73 53 58 53 61 87 69 52 53 89 76 85 62 57 82 678 134 53 58 101 54 58 80 61 78 67
internal_value=0 0.000527206 0.00160666 0.00244603 -0.00030047 0.00154609 0.00119377 0.00019415 0.000819782 0.00101494 0.00118509 0.000959878 0.000513539 -1.01854e-07 0.00148251 0.00162685 0.00200815 0.00259306 0.00166866 0.00153657 0.00160293 0.00173463 0.00121447 0.00095536 0.00165452 0.00197095 0.00214584 0.00251405 0.00114368 0.00212645 0.00178965 0.00152763
internal_weight=0 609 2334 157 159 2177 562 126 450 380 327 266 179 121 436 383 214 138 1615 1124 1062 793 269 187 736 491 352 173 169 119 179 139
internal_count=2943 609 2334 157 159 2177 562 126 450 380 327 266 179 121 436 383 214 138 1615 1124 1062 793 269 187 736 491 352 173 169 119 179 139
is_linear=0
shrinkage=0.00547303


Tree=1156
num_leaves=19
num_cat=0
split_feature=10 2 11 12 12 39 150 47 13 16 16 16 475 15 40 160 13 13
split_gain=15.0411 8.41089 5.01844 7.64712 3.28251 8.36022 5.50121 3.26607 3.55035 3.7221 4.39722 4.17294 2.93586 2.73461 2.21433 2.05356 4.20539 1.92926
threshold=-0.092019999999999977 0.11523000000000001 1.0000000180025095e-35 0.093185000000000004 -1.0000000180025095e-35 0.09086000000000001 -0.090139999999999984 0.117025 0.060680000000000005 0.058455000000000007 -0.076909999999999992 -0.47730499999999992 -0.10261999999999998 -0.087284999999999988 -0.081079999999999985 0.04198000000000001 -0.032149999999999991 -0.092844999999999997
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 13 -6 8 9 10 11 -3 -8 14 -2 17 -17 -14
right_child=1 7 3 -5 6 -7 12 -9 -10 -11 -12 -13 15 -15 -16 16 -18 -19
leaf_value=-0.0017552982829134301 0.0018320605682382138 4.6052083419280813e-05 0.0047574569341050374 0.0014400921709824628 0.0043911832951812812 0.0029299435090887858 0.0037129209250030123 -0.0011535381835344476 -0.00071640539665025066 0.0028100961865236487 -0.00091377808066115079 0.0031061596016419783 0.0010503100665160811 -0.0015234563052182791 -0.00035942214574803493 0.0019353205168590295 -4.7814486126998329e-05 0.0020209364001001718
leaf_weight=79 54 53 96 82 57 93 54 54 64 80 65 61 143 54 64 186 107 1497
leaf_count=79 54 53 96 82 57 93 54 54 64 80 65 61 143 54 64 186 107 1497
internal_value=0 0.00177086 0.00193911 0.00322971 0.00183958 0.001004 0.00194787 0.000660749 0.00096433 0.00137998 0.00074034 0.00168422 0.00187773 -3.68511e-05 0.000642738 0.00182642 0.00121081 0.00193635
internal_weight=0 2864 2487 178 2309 265 2044 377 323 259 179 114 1987 172 118 1933 293 1640
internal_count=2943 2864 2487 178 2309 265 2044 377 323 259 179 114 1987 172 118 1933 293 1640
is_linear=0
shrinkage=0.00797318


Tree=1157
num_leaves=22
num_cat=0
split_feature=10 1 0 15 11 41 0 51 15 160 47 133 160 0 1419 474 1 474 15 2 1
split_gain=10.4054 7.56586 7.86829 4.30604 4.10082 4.78025 3.99082 3.80299 3.74245 3.26226 2.95404 3.05996 4.2313 2.89676 2.19612 3.34897 1.84061 1.76896 1.78132 1.33382 0.688156
threshold=-0.092019999999999977 0.10075500000000003 -0.055729999999999995 -0.41725999999999991 1.0000000180025095e-35 0.077915000000000012 -0.11073999999999999 0.080080000000000026 -0.053969999999999997 -0.018374999999999996 0.10664500000000002 -1.0000000180025095e-35 -0.075199999999999975 -0.13955999999999996 0.084205000000000016 0.089165000000000008 0.10835000000000002 0.085850000000000024 0.090165000000000009 0.10573500000000001 0.12040000000000002
decision_type=2 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 -4 6 -6 7 9 -5 -2 11 -3 -13 16 15 17 -14 18 -8 -10 -15
right_child=1 2 3 8 5 -7 14 -9 19 -11 -12 12 13 20 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.0013222759554558433 -0.00032205656890183068 -0.0017888538939523971 0.0032716513935256287 -0.00051966906065183008 0.0043047317084212678 0.0013564459696050978 0.0017413124962802008 -0.0011708002778281516 0.001126421914377302 0.0019680784254471275 0.0011607404939381531 0.00179584199225294 -0.0005452355563214849 -0.0018314778623086854 0.00038155618758680353 0.0030754414690129057 0.001323660880384288 0.00028959524445037224 0.0012100244961658119 0.0025876179366121259 -0.00067005533319584734
leaf_weight=79 52 56 66 52 59 56 1208 53 75 86 101 58 53 53 78 79 57 56 454 58 54
leaf_count=79 52 56 66 52 59 56 1208 53 75 86 101 58 53 53 78 79 57 56 454 58 54
internal_value=0 0.00133402 0.000670553 0.00168744 0.00154176 0.00286972 0.0014678 0.000472781 0.00112184 0.00110457 7.95451e-05 -0.000250134 6.29255e-05 -0.000399895 0.00156912 0.00162063 0.000422492 0.00155368 0.00159623 0.00176421 -0.00124606
internal_weight=0 2864 683 251 2181 115 2066 191 185 138 432 331 275 217 1875 1797 110 1718 1662 133 107
internal_count=2943 2864 683 251 2181 115 2066 191 185 138 432 331 275 217 1875 1797 110 1718 1662 133 107
is_linear=0
shrinkage=0.00722155


Tree=1158
num_leaves=18
num_cat=0
split_feature=3 10 3 4 13 157 0 13 43 160 3 0 13 4 12 1429 482
split_gain=8.44692 5.3153 2.99548 4.41634 9.63972 8.91962 4.62536 5.09619 3.14491 2.46765 2.19257 2.30473 4.3735 3.72065 2.65549 1.97046 1.94528
threshold=0.35004500000000011 -0.093904999999999988 -0.073444999999999983 -0.052959999999999993 -0.094609999999999986 -0.066269999999999982 1.0000000180025095e-35 -0.043279999999999992 -0.10042499999999999 -0.23566999999999996 -0.075579999999999994 -0.0058249999999999994 0.041960000000000004 -0.10701499999999999 0.092605000000000007 0.087700000000000014 0.088055000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 6 -5 -6 7 -4 -7 -10 11 13 -13 -3 -14 16 -15
right_child=-2 2 3 4 5 8 -8 -9 9 -11 -12 12 14 15 -16 -17 -18
leaf_value=-0.00098444027373407387 -0.0014067026193759523 -0.00051267957789478459 0.0009300009633821353 0.0028935763918370222 -0.0028028699603023545 0.0022729074108194594 0.00045313353843060624 0.0039231776528006121 0.0017610181240424103 0.00012967653459666791 0.0027410703003508331 0.0040598159500772639 0.0025715100707654312 0.0014534284518139796 0.00025998534037668746 -4.7359085962492734e-06 -8.9382709375450788e-07
leaf_weight=65 76 66 57 92 52 54 90 81 62 449 70 52 57 1443 60 61 56
leaf_count=65 76 66 57 92 52 54 90 81 62 449 70 52 57 1443 60 61 56
internal_value=0 0.00118136 0.00123163 0.00087789 0.000579363 0.000234161 0.00180585 0.00268746 0.00051382 0.000327769 0.00140931 0.00135733 0.00220976 0.00126868 0.00138681 0.0013441 0.00139904
internal_weight=0 2867 2802 937 709 617 228 138 565 511 1865 1795 169 1626 117 1560 1499
internal_count=2943 2867 2802 937 709 617 228 138 565 511 1865 1795 169 1626 117 1560 1499
is_linear=0
shrinkage=0.00766357


Tree=1159
num_leaves=27
num_cat=0
split_feature=4 2 3 150 43 2 14 3 4 3 4 14 16 43 43 2 2 16 151 43 2 129 3 4 2 16
split_gain=398.557 113.834 56.998 36.2973 31.2778 23.6383 19.4439 19.2336 13.512 9.39321 8.917 8.88034 8.58515 7.11924 6.09177 5.97242 5.77956 5.53439 3.84693 3.5774 4.83184 4.24959 3.3849 2.67396 2.43394 2.13935
threshold=0.31392000000000003 0.13388500000000003 -0.066229999999999997 0.085425000000000015 -0.049364999999999992 0.14019000000000004 0.073890000000000011 0.10766000000000002 -0.0021099999999999995 -0.0063699999999999989 0.05309500000000001 -0.46226499999999993 -0.44524499999999995 0.034420000000000006 -0.087099999999999997 0.085835000000000009 0.090485000000000024 -0.11807499999999999 -0.075719999999999996 -0.017474999999999997 0.090420000000000014 0.088050000000000003 -0.077664999999999998 0.24099500000000004 0.078775000000000012 -0.064909999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 14 11 10 9 -3 25 13 -2 18 19 -4 -11 24 23 -13 21 -21 -1 -18 -12 -15 -6
right_child=5 8 3 -5 7 -7 -8 -9 -10 15 17 12 -14 16 -16 -17 22 -19 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=0.0046513901253444172 0.0030019708666091829 0.0017877005168039691 0.003868610788106088 0.0027115938749422445 0.0045232191969828486 0.00097753810425054636 0.0056761734513899043 0.003509368011302316 0.0031827158190550191 0.0055533692410821896 0.0047903219068856718 0.0027663508006902909 0.0013585098345953001 0.0042850033064014562 0.0029929547980891641 0.0047249019354520059 0.0035682237249261917 0.0038003484573300448 0.00204907419603534 0.0049539207590033729 0.00444190135242518 0.0040796726107637698 0.0043094130988382794 0.0041472945041444876 0.0048255243752617447 0.003934340350387238
leaf_weight=892 53 67 53 93 53 81 71 72 52 57 58 52 54 66 92 105 52 92 81 350 101 59 53 53 78 53
leaf_count=892 53 67 53 93 53 81 71 72 52 57 58 52 54 66 92 105 52 92 81 350 101 59 53 53 78 53
internal_value=0 0.00435834 0.00445156 0.00388634 0.00411155 0.00193632 0.00462126 0.00445197 0.00239747 0.00470512 0.00458085 0.00225981 0.00204935 0.00463086 0.00331317 0.00501654 0.00431009 0.004174 0.00232968 0.00468781 0.0048393 0.00461594 0.00394256 0.00448349 0.00457794 0.00422899
internal_weight=0 2622 2503 578 485 321 1925 340 119 268 1854 240 187 1651 145 162 249 203 133 1402 451 951 105 111 144 106
internal_count=2943 2622 2503 578 485 321 1925 340 119 268 1854 240 187 1651 145 162 249 203 133 1402 451 951 105 111 144 106
is_linear=0
shrinkage=0.00205156


Tree=1160
num_leaves=24
num_cat=0
split_feature=2 2 2 0 2 0 10 14 2 15 52 52 0 15 0 0 0 160 16 42 16 157 52
split_gain=566.405 263.59 139.051 86.0273 66.0707 58.862 45.7564 30.394 29.5185 23.1539 16.598 13.9877 13.7386 14.9847 12.4422 12.081 8.14833 7.52104 4.84127 3.93162 2.86254 2.29978 2.21306
threshold=0.12068000000000001 -1.0000000180025095e-35 0.099845000000000003 -0.13165999999999997 0.16993500000000003 -0.084114999999999981 -0.07564499999999999 0.073890000000000011 -0.069044999999999981 -0.097454999999999986 -0.45635499999999996 0.024870000000000003 -0.11073999999999999 -0.097794999999999979 -0.14920999999999998 -0.079249999999999987 -0.0058249999999999994 -0.07163499999999999 0.0063750000000000013 0.088125000000000023 -0.0015099999999999998 -0.07692499999999998 0.10400000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 14 5 -2 -1 12 -8 -7 -5 18 13 -3 -4 19 17 -17 -12 21 -21 -14 -13
right_child=4 2 3 10 -6 9 8 -9 -10 -11 11 22 15 -15 -16 16 -18 -19 -20 20 -22 -23 -24
leaf_value=0.013170504286715625 0.0097837447371106993 0.014518770309954786 0.012086135589867986 0.014480456278103817 0.0086680023897728973 0.010812697704727934 0.011522102236991143 0.015843858751307664 0.0094045711701064502 0.012746310678774327 0.012285593792032121 0.014224353725818834 0.01490021884607691 0.01300659366424488 0.01070483786565744 0.013228788469042975 0.014831888261181625 0.014104395109989501 0.013214141076468343 0.014413438383918439 0.013819531262127054 0.014561428412447687 0.013606920725256546
leaf_weight=56 101 64 91 97 75 52 92 78 61 103 61 56 141 86 61 65 73 375 67 251 58 712 87
leaf_count=56 101 64 91 97 75 52 92 78 61 103 61 56 141 86 61 65 73 375 67 251 58 712 87
internal_value=0 0.0138859 0.0141049 0.0130245 0.0106147 0.0111849 0.011346 0.0144002 0.010678 0.0120978 0.0136409 0.0133403 0.0143385 0.013652 0.011532 0.0143999 0.0140971 0.0139751 0.0127718 0.0145336 0.014302 0.0146175 0.0138489
internal_weight=0 2632 2423 520 331 256 209 1903 153 155 368 271 1825 150 152 1675 513 440 128 1162 309 853 143
internal_count=2963 2632 2423 520 331 256 209 1903 153 155 368 271 1825 150 152 1675 513 440 128 1162 309 853 143
is_linear=0
shrinkage=0.00235659


Tree=1161
num_leaves=13
num_cat=0
split_feature=46 30 2 41 0 4 160 49 1375 15 475 133
split_gain=8.25626 6.61464 5.86666 4.42192 4.88508 12.3871 21.8505 6.92237 4.7018 3.9941 3.43275 3.52125
threshold=0.081930000000000017 0.086535000000000015 0.25063000000000007 0.082560000000000008 -0.12851999999999997 -0.062804999999999986 -0.065549999999999983 -0.0087399999999999995 -0.088184999999999986 -0.088819999999999982 -0.1535 -0.07107999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 -6 -5 -10 -12
right_child=-2 -3 -4 9 8 6 7 -9 10 -11 11 -13
leaf_value=0.0045233130077789001 0.0050054955892843119 -0.00095234840878395417 -0.00085846817235753822 0.0050815008314013081 0.0042119848691678421 -0.0040590845414981373 0.00013018076912813063 0.00285910672645398 0.0037584445491512107 0.0019205542544733756 0.0024804536080693662 0.0016689288605006849
leaf_weight=54 53 58 53 53 59 61 135 113 63 53 443 1765
leaf_count=54 53 58 53 53 59 61 135 113 63 53 443 1765
internal_value=0 0.0017656 0.00182091 0.00187167 0.00180748 0.000929463 0.00030113 0.00137395 0.00194423 0.00350185 0.00188527 0.00183179
internal_weight=0 2910 2852 2799 2693 363 309 248 2330 106 2271 2208
internal_count=2963 2910 2852 2799 2693 363 309 248 2330 106 2271 2208
is_linear=0
shrinkage=0.00813264


Tree=1162
num_leaves=30
num_cat=0
split_feature=4 3 3 43 48 2 11 2 12 4 3 52 12 52 4 52 3 0 4 12 0 4 51 133 3 52 4 0 52
split_gain=288.653 135.269 62.7686 66.6479 22.1615 21.0218 23.9505 17.2877 16.7636 14.8998 12.8986 10.5493 9.4664 8.85516 16.2692 8.19873 8.37517 11.0616 5.90444 4.93194 4.18966 4.05716 3.49385 3.87862 2.70011 2.48649 2.2897 2.20765 0.882971
threshold=0.31392000000000003 -0.063889999999999988 0.28833000000000003 -0.035884999999999993 0.086410000000000015 0.097110000000000016 0.080455000000000013 0.15205000000000002 0.088035000000000016 -0.15615999999999999 0.10402500000000002 -0.53385999999999989 0.090400000000000022 -0.070529999999999995 0.0029800000000000004 0.060690000000000008 -0.11749 -0.13843999999999998 -0.019794999999999997 0.097240000000000007 -0.06612999999999998 0.0049450000000000006 -0.090039999999999995 0.088660000000000003 -0.082204999999999986 0.0030150000000000008 -0.082099999999999992 -0.098749999999999991 -0.0078749999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 18 6 12 15 -7 -5 13 -10 22 -11 -15 16 -2 -18 -3 25 21 26 -1 27 -21 -13 -14 -24 -25
right_child=7 2 -4 9 -6 8 -8 -9 11 10 -12 19 20 14 -16 -17 17 -19 -20 24 -22 -23 23 28 -26 -27 -28 -29 -30
leaf_value=0.0042772811693659622 0.0027600763105246383 0.0026098930711967428 0.0012880858113851212 0.0051143438279772236 0.0017029786508786626 0.0029288089339265084 0.0062010813038278489 0.00081211995696997368 0.0051772586228246379 0.0050354863868482475 0.0030248056670091838 0.0041516640249968225 0.0049319238384217803 0.0030244438020820535 0.0045647578517762641 0.0030334361441517531 0.0024183178484121597 0.001133603652191724 0.003598574831558904 0.0034300119911905031 0.003955056692209696 0.0039897717642325718 0.0053643226019418422 0.0043321805258407908 0.0040879996162400635 0.0048490453377090627 0.0045281468453717407 0.0049018209566291564 0.0046874842666556633
leaf_weight=57 60 52 66 87 81 52 59 54 65 59 56 55 99 59 97 56 67 77 86 52 76 63 61 66 96 56 334 719 96
leaf_count=57 60 52 66 87 81 52 59 54 65 59 56 55 99 59 97 56 67 77 86 52 76 63 61 66 96 56 334 719 96
internal_value=0 0.00434531 0.00342302 0.00366718 0.00266293 0.00464093 0.00475463 0.00200237 0.00414798 0.00428143 0.00401395 0.00434357 0.00470029 0.00427147 0.00398236 0.00224948 0.00203416 0.00173152 0.00322621 0.00413425 0.00446272 0.00454046 0.0048363 0.00487009 0.00385698 0.00450372 0.00462052 0.00493802 0.00454288
internal_weight=0 2649 643 577 219 2006 1630 314 376 358 271 324 1571 215 156 260 204 144 138 259 572 496 999 942 148 111 433 780 162
internal_count=2963 2649 643 577 219 2006 1630 314 376 358 271 324 1571 215 156 260 204 144 138 259 572 496 999 942 148 111 433 780 162
is_linear=0
shrinkage=0.00231039


Tree=1163
num_leaves=12
num_cat=0
split_feature=9 1348 39 52 151 151 49 0 15 52 9
split_gain=7.62003 4.6661 3.28072 5.00205 3.30623 4.77547 3.43299 3.86633 3.73883 2.97632 2.8753
threshold=-1.0000000180025095e-35 0.084895000000000012 0.099350000000000008 -0.015824999999999995 0.10365500000000001 0.055120000000000009 -0.014479999999999998 -0.22480499999999998 -0.091554999999999984 -0.07167999999999998 1.0000000180025095e-35
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 -9
right_child=1 -3 3 -5 -6 -7 7 10 9 -11 -12
leaf_value=-0.00058611650862373734 -0.00066914506406682542 -0.00036346912049102482 0.002182870946461502 -0.0009000794795436109 5.4959083137423764e-05 0.0040103484600499057 0.003814893365144512 0.0017497904003589053 0.0025579560099893515 0.00071355719784781222 0.0033200343246652516
leaf_weight=88 62 63 54 66 63 54 55 2182 81 127 68
leaf_count=88 62 63 54 66 63 54 55 2182 81 127 68
internal_value=0 0.00165769 0.001703 0.00048658 0.0017572 0.00179796 0.00175153 0.00184546 0.000949367 0.00143219 0.00179728
internal_weight=0 2875 2812 120 2692 2629 2575 2305 270 208 2250
internal_count=2963 2875 2812 120 2692 2629 2575 2305 270 208 2250
is_linear=0
shrinkage=0.0075133


Tree=1164
num_leaves=12
num_cat=0
split_feature=45 147 33 34 0 15 41 13 15 12 159
split_gain=6.29489 5.0631 6.06058 14.2254 5.18789 4.54774 2.96812 5.39438 3.03569 8.96293 5.66335
threshold=0.08179500000000002 0.087170000000000011 0.080895000000000009 -0.066379999999999981 -0.10028499999999999 0.13592500000000005 0.078150000000000011 -0.087299999999999989 1.0000000180025095e-35 0.082595000000000016 0.12310000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 8 -8 10 -10 -5
right_child=-2 4 -4 5 -6 -7 7 -9 9 -11 -12
leaf_value=-0.0020503362216942765 0.0035777015378865317 -0.0015547577487356628 0.0036175020072590934 0.0010029799298889406 0.0011584200898001739 -0.00039282666902115069 0.0011365339753428535 0.0041583139763485362 0.0044328127202263442 0.001440307926430425 0.0033200445372146303
leaf_weight=65 57 66 54 1390 76 77 69 52 53 949 55
leaf_count=65 57 66 54 1390 76 77 69 52 53 949 55
internal_value=0 0.00120122 0.0012682 0.00122136 -0.000102102 0.00130179 0.00135264 0.00243577 0.00129904 0.00159867 0.00109123
internal_weight=0 2906 2764 2710 142 2645 2568 121 2447 1002 1445
internal_count=2963 2906 2764 2710 142 2645 2568 121 2447 1002 1445
is_linear=0
shrinkage=0.00707995


Tree=1165
num_leaves=16
num_cat=0
split_feature=1 31 12 52 3 2 41 16 1 12 3 3 4 475 1
split_gain=6.9666 4.94884 5.41583 8.85723 7.22079 4.86808 7.08152 4.68926 3.82321 5.87518 3.18845 2.31838 3.50962 2.12067 1.7128
threshold=0.15028500000000003 -0.080884999999999985 0.083865000000000009 -0.34918499999999997 -0.11017499999999998 -0.080104999999999996 0.077915000000000012 -0.42170999999999997 0.095920000000000019 -0.0066799999999999993 -0.017704999999999995 -0.14186499999999996 -0.10023999999999998 -0.078224999999999975 0.11319000000000001
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 11 14 9 -9 -10 -7 -13 -14 -6
right_child=-2 2 5 4 7 6 -8 8 10 -11 -12 12 13 -15 -16
leaf_value=0.0033568162244651352 -0.0013607659167685813 0.0033523495753218957 0.0035830233560160069 -0.0016385788834660758 0.0025437052836289717 0.0024818959575713812 -0.001460224026775714 0.0026023075165239715 -0.0019709108483548362 0.00024062277645195347 8.95259972135621e-05 -0.00059698596053226187 0.0021124339632887755 0.0012559757384858158 0.00096356680463139158
leaf_weight=57 63 62 53 87 83 97 52 83 54 210 197 54 183 1534 73
leaf_count=57 63 62 53 87 83 97 52 83 54 210 197 54 183 1534 73
internal_value=0 0.0011643 0.00111999 0.000618054 0.000402543 0.00133593 0.00127386 0.00065634 0.000326857 0.000909906 -0.000353436 0.00135002 0.00128798 0.0013473 0.0018048
internal_weight=0 2879 2822 849 787 1973 1920 700 544 293 251 1868 1771 1717 156
internal_count=2942 2879 2822 849 787 1973 1920 700 544 293 251 1868 1771 1717 156
is_linear=0
shrinkage=0.0075133


Tree=1166
num_leaves=30
num_cat=0
split_feature=1 3 1 2 1 150 2 14 159 52 3 49 1 3 13 51 3 16 3 3 3 16 16 150 51 2 2 52 131
split_gain=261.909 59.8044 23.4509 21.8539 18.8704 16.7539 16.5157 7.87135 7.04315 9.24148 6.52412 7.97807 5.45652 5.39685 5.39004 5.01449 4.48876 3.93887 3.73568 3.4775 6.75233 3.46273 3.01502 2.79068 4.62569 2.25799 2.54692 2.18263 2.05744
threshold=0.10398500000000001 -0.049204999999999992 0.13654500000000003 0.10523 0.089245000000000005 1.0000000180025095e-35 0.097005000000000022 0.064610000000000015 0.083310000000000009 -0.072144999999999987 -0.075404999999999986 0.0065400000000000015 0.15028500000000003 -0.092109999999999984 -0.066634999999999986 -0.090039999999999995 -0.046079999999999989 -0.0038249999999999998 -0.080564999999999984 -0.078254999999999977 -0.082234999999999989 -0.33811499999999994 -0.012609999999999998 0.087790000000000021 -0.025499999999999998 0.12414000000000001 0.11454500000000002 0.024870000000000003 0.086515000000000009
decision_type=2 2 2 2 2 2 2 2 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 8 14 6 16 7 10 9 -3 15 22 -4 -8 -2 -1 19 -5 -15 20 -6 -11 -12 24 -17 26 27 -20 -21
right_child=1 2 12 17 5 -7 13 -9 -10 21 11 -13 -14 18 -16 23 -18 -19 25 28 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0038292192616299855 0.0046943679448653072 0.0034791185518661476 0.0014507935779533906 0.0021161268107739942 0.0043601003122426072 0.0028222642205677005 0.0032519483799631592 0.005322718975374922 0.0015985103338749219 0.0025887994943796806 0.0032695838945501236 0.0048526405983754664 0.000422021033728175 0.0045939508282788781 0.0036677453547117943 0.0053516990960877 0.0035634648826230182 0.0031117337975453316 0.0036198974882746655 0.0048724266377499371 0.0032259693693333243 0.0018434784330475581 0.0040636912949689689 0.0041093865290447052 0.0045944843533659574 0.0034953056926532743 0.004550329737796328 0.0041924256852576653 0.004186608933976493
leaf_weight=58 66 52 84 52 101 88 60 79 68 88 60 55 56 74 68 56 88 52 86 64 52 76 66 71 967 58 54 90 53
leaf_count=58 66 52 84 52 101 88 60 79 68 88 60 55 56 74 68 56 88 52 86 64 52 76 66 71 967 58 54 90 53
internal_value=0 0.00246882 0.00189426 0.00349229 0.00429151 0.00382046 0.00440605 0.00453851 0.00231554 0.00254115 0.00449202 0.00404049 0.00103948 0.00396275 0.0041736 0.00456294 0.00406575 0.00261419 0.00408049 0.00422936 0.00397482 0.00224357 0.00368576 0.00460181 0.00463596 0.00394846 0.00406262 0.00391282 0.00456199
internal_weight=0 662 424 238 2280 446 1834 1412 284 216 1333 181 140 422 134 1152 358 104 362 270 153 164 126 1094 1023 288 230 176 117
internal_count=2942 662 424 238 2280 446 1834 1412 284 216 1333 181 140 422 134 1152 358 104 362 270 153 164 126 1094 1023 288 230 176 117
is_linear=0
shrinkage=0.00255085


Tree=1167
num_leaves=24
num_cat=0
split_feature=1 2 130 1 13 13 1 4 4 13 1429 1 16 51 13 4 150 16 483 49 2 47 13
split_gain=5.37348 4.39216 5.28402 4.47031 4.10929 3.68839 3.48549 3.44656 4.4193 3.30796 4.08526 2.64263 4.65857 2.33708 2.23007 3.46329 2.57563 2.22611 2.1035 1.94546 1.99447 2.28967 0.701087
threshold=0.15028500000000003 0.097005000000000022 -1.0000000180025095e-35 0.099440000000000014 -0.087074999999999986 -0.09057999999999998 0.092845000000000025 -0.27577999999999997 -0.12685999999999997 -0.082794999999999994 1.0000000180025095e-35 0.090485000000000024 -0.077189999999999995 0.098910000000000012 0.00029500000000000007 -0.065239999999999979 0.083680000000000018 -0.095564999999999983 0.092865000000000017 -0.0058449999999999986 -1.0000000180025095e-35 0.10323000000000002 -0.065239999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 -5 6 -4 -1 -9 -7 14 13 -13 18 16 -16 -11 -8 -10 -6 -21 -22 -14
right_child=-2 2 5 4 19 9 17 8 11 10 -12 12 22 -15 15 -17 -18 -19 -20 20 21 -23 -24
leaf_value=0.002944029741822507 -0.0010782613919502779 -0.0015559300982643718 0.0014378646654184882 0.0041172607129434206 0.0029084508053713386 0.0029217821652294338 0.00016674653314956652 -0.00068201850183225528 0.001468994518434194 0.00080727742522998275 0.0027121112100554397 -0.0012048709426020947 0.0015350946837632575 -4.287025132802362e-05 -0.001496324001895824 0.00073598543629880761 0.0025765359995103413 -0.0019137290884744501 -5.8313094946457166e-05 0.0002573065295207802 0.0031073597964233492 0.00093352782149379613 0.00050184861303524772
leaf_weight=61 63 55 54 52 63 52 58 73 1228 301 66 67 101 66 56 131 55 58 53 60 52 58 59
leaf_count=61 63 55 54 52 63 52 58 73 1228 301 66 67 101 66 56 131 55 58 53 60 52 58 59
internal_value=0 0.00113924 0.000698912 0.00133495 0.00220637 0.000848246 -0.000138352 0.00118949 0.00112446 0.00110211 0.000946601 0.00120829 0.000457829 0.0013347 0.00073186 6.70574e-05 0.00108084 -0.0008728 0.00140574 0.00177957 0.00136074 0.00196189 0.00115459
internal_weight=0 2879 886 1993 285 831 170 1708 1647 661 609 1574 227 1347 543 187 356 116 1281 233 170 110 160
internal_count=2942 2879 886 1993 285 831 170 1708 1647 661 609 1574 227 1347 543 187 356 116 1281 233 170 110 160
is_linear=0
shrinkage=0.0075133


Tree=1168
num_leaves=35
num_cat=0
split_feature=1 3 1 12 3 1 12 39 16 43 12 12 156 12 157 13 49 3 12 16 12 3 1429 50 13 3 13 399 131 43 402 43 3 131
split_gain=288.474 67.029 34.3081 32.6958 28.5975 23.0098 14.6862 10.4609 9.03362 9.00611 7.09794 6.84242 7.49671 10.1207 5.94664 4.3154 4.2142 5.15789 3.32452 3.7511 2.72926 2.81089 2.98978 2.90399 2.32796 2.02643 2.02432 1.99939 1.39957 1.38079 1.19502 1.11292 0.952138 0.775318
threshold=0.10932500000000002 -0.049204999999999992 0.090485000000000024 0.088395000000000015 -0.015169999999999998 0.15028500000000003 0.090285000000000018 0.089030000000000012 0.26411500000000004 -0.073079999999999992 -0.0089849999999999982 0.078120000000000009 0.083125000000000018 -0.0066799999999999993 -0.062424999999999994 -0.012224999999999998 0.0033550000000000003 0.14029000000000003 0.11697000000000002 0.19384500000000002 0.086675000000000016 -0.082474999999999979 0.083810000000000009 0.067370000000000013 -0.069874999999999979 -0.11211999999999998 -0.064249999999999988 0.086865000000000012 0.091095000000000023 0.19508000000000003 0.090075000000000002 -0.0048749999999999991 -0.081534999999999982 0.088315000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 6 4 -4 7 11 16 15 -9 -6 12 13 -1 -8 -2 17 -3 19 25 21 22 23 -13 33 -16 -21 28 30 -27 -22 -26 -23 -5
right_child=1 5 3 24 10 -7 14 9 -10 -11 -12 20 -14 -15 18 -17 -18 -19 -20 26 27 32 -24 -25 31 29 -28 -29 -30 -31 -32 -33 -34 -35
leaf_value=0.0040303069139160791 0.0032885966412551683 0.0027679192077399426 0.001661913129512595 0.0042664872744318247 0.0027397940120850463 0.00030999934108542638 0.003025693886441035 0.00076646291252843366 0.0039217636732310846 0.001933904429350374 0.0036298611168743122 0.0041878913457258117 0.0043464443608011117 0.0029534529468172597 0.0043095632622872204 0.0024753663191333665 0.0016180487580511594 0.0019021468164405985 0.0033304058176853346 0.0037562715567655458 0.0039025917083126936 0.0047461632055906889 0.0037665215973120255 0.0047190614838806908 0.0034362982909358262 0.0039199479897993961 0.0031766101085331398 0.0044483514615415044 0.0043181137929617017 0.0035392134236585391 0.0042567892478993057 0.0038200129105704977 0.0043855412727828273 0.0039204043384479447
leaf_weight=84 57 64 73 54 70 56 53 64 53 57 99 288 73 76 55 63 52 62 69 59 291 64 63 57 58 314 53 55 59 52 53 92 77 73
leaf_count=84 57 64 73 54 70 56 53 64 53 57 99 288 73 76 55 63 52 62 69 59 291 64 63 57 58 314 53 55 59 52 53 92 77 73
internal_value=0 0.00209716 0.00383896 0.00335246 0.00277895 0.00156614 0.00397219 0.00180132 0.00318669 0.0013166 0.00326133 0.00410893 0.0037783 0.00351894 0.00371329 0.00286184 0.0021307 0.00234209 0.00377379 0.00383115 0.00418541 0.00428765 0.00419715 0.00427572 0.00385341 0.00392393 0.00348217 0.0040628 0.00401012 0.00386592 0.00395723 0.0036718 0.00454939 0.00406774
internal_weight=0 528 2414 519 242 355 1895 299 173 121 169 1240 233 160 655 120 178 126 602 533 1007 549 408 345 277 421 112 458 403 366 344 150 141 127
internal_count=2942 528 2414 519 242 355 1895 299 173 121 169 1240 233 160 655 120 178 126 602 533 1007 549 408 345 277 421 112 458 403 366 344 150 141 127
is_linear=0
shrinkage=0.00213444


Tree=1169
num_leaves=11
num_cat=0
split_feature=48 31 48 34 0 0 11 48 0 4
split_gain=3.87712 3.33168 3.84979 5.29568 3.93623 6.00776 4.85125 6.50146 3.90705 3.07175
threshold=0.13991500000000004 -0.080884999999999985 -0.087924999999999989 -0.075184999999999988 -0.23395499999999997 -0.12851999999999997 1.0000000180025095e-35 0.092205000000000023 -0.11214999999999999 0.022635000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -6 -7 -10
right_child=-2 2 3 4 5 8 -8 -9 9 -11
leaf_value=0.0026399455473040808 -0.00075161772630555476 0.0026039095167109225 -0.0011374787964114831 0.0028144021946668839 -0.00097673791649109253 0.0026982257069055899 0.0015491425724152442 0.0017385961356146317 0.0011506934550913643 0.00050837767947610403
leaf_weight=58 58 67 55 54 190 67 79 52 1837 425
leaf_count=58 58 67 55 54 190 67 79 52 1837 425
internal_value=0 0.0010247 0.000991523 0.000952341 0.000994875 0.000957771 8.47635e-05 -0.000392977 0.00107806 0.00103004
internal_weight=0 2884 2826 2759 2704 2650 321 242 2329 2262
internal_count=2942 2884 2826 2759 2704 2650 321 242 2329 2262
is_linear=0
shrinkage=0.00680503


Tree=1170
num_leaves=24
num_cat=0
split_feature=1 3 3 15 39 3 3 13 1 12 1 1 1 48 1447 3 151 12 12 47 1 43 1
split_gain=240.883 57.7677 36.737 23.473 21.6597 21.4186 25.6374 10.1757 9.61875 7.55182 7.55581 7.03038 5.78684 4.79177 3.73055 4.16897 3.80833 3.19483 2.46115 1.89179 1.85874 2.58138 1.3916
threshold=0.10932500000000002 -0.053364999999999996 0.11745500000000002 -0.21242999999999998 0.0039300000000000003 0.3148450000000001 0.076825000000000018 -0.0073349999999999986 0.117245 0.093910000000000007 0.10152500000000002 0.12765500000000005 0.088035000000000016 0.088965000000000002 -0.083839999999999984 -0.085674999999999987 -0.14386499999999997 0.11755500000000001 0.10859000000000001 0.081320000000000017 0.094165000000000013 -0.075374999999999984 0.098715000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 9 6 7 11 -5 10 13 -3 -6 14 15 -1 -16 18 20 -15 21 -11 -22
right_child=1 5 -4 8 12 -7 -8 -9 -10 17 -12 -13 -14 19 16 -17 -18 -19 -20 -21 22 -23 -24
leaf_value=0.00376716129914439 0.0011216716645294355 0.0015502157167477436 0.0011542803314636859 0.0033816712576299375 0.0025743807027815715 2.0923929094989029e-06 0.0019359815155257285 -6.0873413490809028e-06 0.0022542618956757055 0.0028276250306327735 0.0023190746952086627 0.00052741789915527863 0.0017921396072556198 0.0024365140330047134 0.0035402502628761531 0.0030248606779591397 0.0029820401405288685 0.0022927179205765903 0.0030732393774256781 0.0028917900606784063 0.0031566118257966565 0.0024561391997196479 0.0027184587455227256
leaf_weight=58 52 53 53 53 67 89 102 60 73 133 69 56 90 77 52 66 1210 68 85 73 53 180 69
leaf_count=58 52 53 53 53 67 89 102 60 73 133 69 56 90 77 52 66 1210 68 85 73 53 180 69
internal_value=0 0.00132196 0.00281094 0.00225932 0.00284829 0.000858419 0.00113957 0.000658767 0.00272866 0.00289999 0.00297156 0.00102494 0.0021261 0.00300086 0.00303792 0.00337224 0.00300506 0.00270458 0.00275839 0.00265822 0.00269682 0.00261406 0.00290898
internal_weight=0 538 2403 178 2350 360 271 169 126 2193 1605 109 157 1536 1386 124 1262 588 520 150 435 313 122
internal_count=2941 538 2403 178 2350 360 271 169 126 2193 1605 109 157 1536 1386 124 1262 588 520 150 435 313 122
is_linear=0
shrinkage=0.00201133


Tree=1171
num_leaves=19
num_cat=0
split_feature=1 3 3 12 1 147 1 1 12 3 3 13 1 52 49 13 12 42
split_gain=454.523 77.157 63.5412 32.479 23.0503 21.0804 20.6278 20.0403 14.7398 9.84568 12.6639 9.63466 7.01735 5.94232 7.20064 10.4613 9.44854 3.85117
threshold=0.10921500000000002 -0.053364999999999996 0.11745500000000002 -1.0000000180025095e-35 0.12500000000000003 0.085900000000000018 0.10123500000000001 0.14684500000000003 0.11755500000000001 0.076825000000000018 0.28833000000000003 -0.062109999999999992 0.12019000000000001 -0.56096499999999982 -0.047859999999999993 -0.069444999999999993 0.082425000000000012 -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 4 3 6 11 8 17 9 13 12 -11 -2 -3 -5 15 -15 -16 -1
right_child=1 7 -4 5 -6 -7 -8 -9 -10 10 -12 -13 -14 14 16 -17 -18 -19
leaf_value=0.0050386122161661644 0.0049389024939866383 0.0026373947916180571 0.002613859274513501 0.0058631495081344137 0.0027081599409134061 0.0040320299885148276 0.0030844012226418646 0.0011258959877964774 0.0041396989805918176 0.0034987512765590704 0.002221790385615062 0.0037201152717983386 0.0016468150138005217 0.0051410890091518188 0.0056758138010862304 0.0039846902646069431 0.0051457065549128976 0.0043009396928569213
leaf_weight=62 74 55 53 59 52 84 58 69 67 70 78 53 89 101 178 59 1605 75
leaf_count=62 74 55 53 59 52 84 58 69 67 70 78 53 89 101 178 59 1605 75
internal_value=0 0.0027614 0.00497214 0.00502536 0.00393026 0.00510247 0.00417388 0.00218176 0.00514592 0.00243118 0.00282592 0.00443046 0.00202532 0.00517958 0.00515881 0.00471481 0.00519864 0.00463495
internal_weight=0 540 2401 2348 179 2153 195 361 2069 292 148 127 144 2002 1943 160 1783 137
internal_count=2941 540 2401 2348 179 2153 195 361 2069 292 148 127 144 2002 1943 160 1783 137
is_linear=0
shrinkage=0.00217713


Tree=1172
num_leaves=15
num_cat=0
split_feature=3 123 3 3 2 4 15 130 2 0 51 0 48 155
split_gain=10.2076 7.46165 3.83761 8.60336 3.80734 5.42901 6.96216 4.22482 3.3912 3.49571 2.93587 2.78375 1.77801 1.04705
threshold=0.3148450000000001 0.09394000000000001 -0.23098999999999997 -0.15624499999999999 0.091235000000000024 0.078235000000000013 -0.21242999999999998 -0.046744999999999995 -0.0098549999999999974 -0.055729999999999995 0.046060000000000011 -0.15270499999999995 0.090935000000000016 0.094400000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 -4 5 8 -7 -6 -5 -10 11 -9 -12 -1
right_child=-2 -3 3 4 7 6 -8 10 9 -11 12 -13 -14 -15
leaf_value=0.0033262757980988345 -0.0010046584563124566 -0.00076337089152632128 -0.0010526302526939956 0.00013184381701071026 -0.00071290157753774695 0.00098472594081387135 0.0043064730013972086 -7.6842907463741284e-05 0.0015168612291752831 0.003152257784208651 0.0027492444040229428 0.0011868059083755434 0.0011811261594026859 0.0019811624244984263
leaf_weight=60 95 81 72 84 62 52 81 101 1334 69 88 643 62 57
leaf_count=60 95 81 72 84 62 52 81 101 1334 69 88 643 62 57
internal_value=0 0.00135407 0.00141613 0.00136063 0.00142811 0.00163729 0.00300831 0.00107355 0.00151461 0.00159734 0.00119753 0.00101516 0.00210159 0.00267161
internal_weight=0 2846 2765 2648 2576 1620 133 956 1487 1403 894 744 150 117
internal_count=2941 2846 2765 2648 2576 1620 133 956 1487 1403 894 744 150 117
is_linear=0
shrinkage=0.00707995


Tree=1173
num_leaves=17
num_cat=0
split_feature=15 34 2 15 2 483 0 0 43 1 131 0 160 2 0 15
split_gain=7.30274 6.4022 8.2655 6.39957 4.05976 5.8918 4.68475 4.65722 5.14202 3.28961 4.81341 3.29299 3.27921 3.20662 3.1305 2.92329
threshold=-0.26361999999999991 -0.083449999999999983 -0.0098549999999999974 -0.43091499999999999 0.095850000000000005 0.086150000000000018 -0.033754999999999993 -0.195045 -0.18906999999999999 0.10540500000000001 0.090375000000000025 -0.14259999999999998 -1.0000000180025095e-35 0.11280000000000003 -0.10298499999999998 -0.13783499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 13 6 7 9 -6 -9 11 -11 12 -4 -1 -13 -10
right_child=1 2 4 -5 5 -7 -8 8 15 10 -12 14 -14 -15 -16 -17
leaf_value=-0.00039260902143887735 0.0026381028715901302 -0.0011611609329416762 0.0008777274317602027 -0.001613620183358573 -0.00099128167471745779 0.0021094767788730363 0.0025770780746137579 -0.0008980716704370291 0.0020029864151651531 0.0031659441321405467 0.00082369632819623902 -0.00039600008319854487 0.0025835827224439971 0.0011932462942537824 0.00094336965441633015 0.00063977580594749253
leaf_weight=75 70 62 69 66 65 78 67 67 56 56 58 59 78 92 1345 578
leaf_count=75 70 62 69 66 65 78 67 67 56 56 58 59 78 92 1345 578
internal_value=0 0.000938019 0.000892883 -0.0001123 0.000942344 0.000618356 0.00110019 0.00046644 0.000601693 0.00104072 0.00197481 0.000972026 0.00178329 0.000480672 0.000887042 0.000760281
internal_weight=0 2708 2638 233 2576 844 1732 766 701 1665 114 1551 147 167 1404 634
internal_count=2941 2708 2638 233 2576 844 1732 766 701 1665 114 1551 147 167 1404 634
is_linear=0
shrinkage=0.00569414


Tree=1174
num_leaves=13
num_cat=0
split_feature=3 123 483 483 3 0 16 1 15 51 483 42
split_gain=6.40129 4.67833 3.11124 3.80533 3.64434 5.68183 5.07432 4.86477 4.70975 3.45836 3.53883 1.60855
threshold=0.3148450000000001 0.09394000000000001 0.086150000000000018 0.032770000000000007 0.11745500000000002 -0.18713499999999997 -0.52819999999999989 0.11277000000000001 -0.24511999999999998 0.077730000000000007 0.095955000000000013 0.088485000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -6 -8 10 -4 -12
right_child=-2 -3 9 -5 7 6 8 -9 -10 -11 11 -13
leaf_value=0.0023039839469351183 -0.0008039738507455049 -0.00063746210847652864 0.0020549196784086258 -0.0008389556052817227 -0.001584161384259381 0.0024613805256653281 -0.00064146936901978151 0.0010441306776318474 0.00082218192805603616 0.0027745692256558843 -0.00033620779022385027 0.001033043757081012
leaf_weight=102 95 81 92 53 54 69 87 53 2058 61 54 82
leaf_count=102 95 81 92 53 54 69 87 53 2058 61 54 82
internal_value=0 0.000822102 0.000864883 0.00079419 0.00082994 0.000881326 0.000815753 -0.000281682 0.000762786 0.00147032 0.00112108 0.000488887
internal_weight=0 2846 2765 2476 2423 2316 2214 107 2145 289 228 136
internal_count=2941 2846 2765 2476 2423 2316 2214 107 2145 289 228 136
is_linear=0
shrinkage=0.00616352


Tree=1175
num_leaves=23
num_cat=0
split_feature=1 52 1 12 12 12 39 1 47 4 11 0 12 12 12 0 1 0 132 16 157 16
split_gain=336.446 80.202 36.3364 43.289 22.9075 20.2867 20.9775 17.4466 13.1216 9.71316 14.4392 9.45098 9.44755 10.7466 7.70542 10.705 13.3622 7.45655 5.05927 4.01902 3.80492 3.14479
threshold=0.10442000000000001 -0.41694999999999993 0.14228000000000005 0.088365000000000013 0.098785000000000012 0.11755500000000001 0.0047850000000000011 0.088035000000000016 1.0000000180025095e-35 0.26846000000000009 1.0000000180025095e-35 -0.16926499999999997 -0.088999999999999982 -1.0000000180025095e-35 0.091290000000000024 -0.10114999999999998 0.087055000000000007 -0.080809999999999979 0.082230000000000011 -0.116045 -0.020159999999999994 0.18286500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 8 -5 6 9 -8 11 10 14 -3 -13 -14 15 16 -1 -12 -17 -4 -16 -22
right_child=1 2 19 4 -6 -7 7 -9 -10 -11 17 12 13 -15 20 18 -18 -19 -20 -21 21 -23
leaf_value=0.0041218403365578709 0.0044714277809228273 0.0023979586587222898 0.0012353180457433679 0.0043697508731301337 0.0025348968174410762 0.0028439092509911323 0.0038958949146926606 0.0022037231902418365 0.0025791998228553337 0.0031550223474992546 0.00537875912978719 0.0021700382050173338 0.00044270164239921866 0.0016016586456909321 0.0033180754525101819 0.0042901614120441347 0.0027827346422738793 0.0042642971457131943 0.0036749647364539501 0.00040668069535046783 0.0040050446175440629 0.0035828003892057828
leaf_weight=101 70 54 61 56 84 72 68 54 83 53 65 53 71 89 56 1038 58 55 71 55 476 108
leaf_count=101 70 54 61 56 84 72 68 54 83 53 65 53 71 89 56 1038 58 55 71 55 476 108
internal_value=0 0.0022206 0.00196057 0.00222517 0.00326901 0.00400497 0.00404291 0.0031471 0.00180757 0.00409541 0.00411998 0.00156761 0.00135699 0.00108752 0.00407291 0.00417341 0.00363351 0.00486816 0.0042508 0.000842634 0.00387376 0.003927
internal_weight=0 676 606 490 140 2275 2203 122 350 2081 2028 267 213 160 1908 1268 159 120 1109 116 640 584
internal_count=2951 676 606 490 140 2275 2203 122 350 2081 2028 267 213 160 1908 1268 159 120 1109 116 640 584
is_linear=0
shrinkage=0.00222067


Tree=1176
num_leaves=11
num_cat=0
split_feature=44 34 2 10 3 14 3 3 2 3
split_gain=4.5607 4.0678 2.95044 3.92982 3.06837 4.29112 3.8276 2.0714 2.7201 1.06738
threshold=1.0000000180025095e-35 -0.081629999999999994 -1.0000000180025095e-35 0.043560000000000008 -0.23098999999999997 -0.30192499999999994 -0.15415499999999996 0.12745000000000004 0.089795000000000014 0.25089000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 -7 8 -8 -9
right_child=-2 2 4 -5 5 6 7 9 -10 -11
leaf_value=0.0022582712630863887 0.0028911062756959253 -0.0015616002153663476 0.0020485843150208241 0.0010236528131664703 -0.00095723284905417584 -0.000849905334783444 0.0010327595016551136 0.0024969633273983658 0.00053962084741472258 0.0012209889954030795
leaf_weight=97 55 61 100 57 69 66 1343 54 964 85
leaf_count=97 55 61 100 57 69 66 1343 54 964 85
internal_value=0 0.000832492 0.000783054 -0.000312151 0.000831286 0.000784093 0.000831954 0.000877366 0.00082673 0.00171724
internal_weight=0 2896 2799 118 2681 2581 2512 2446 2307 139
internal_count=2951 2896 2799 118 2681 2581 2512 2446 2307 139
is_linear=0
shrinkage=0.00707995


Tree=1177
num_leaves=10
num_cat=0
split_feature=121 1 11 10 1427 157 1 51 1453
split_gain=4.5847 4.31816 3.71771 6.55247 3.34243 3.05067 1.9956 5.53145 1.93134
threshold=-0.070209999999999981 0.14228000000000005 0.094115000000000018 -0.084119999999999986 0.083935000000000023 -0.22637999999999997 0.077020000000000019 0.11917000000000001 -0.074999999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 -8 -7
right_child=1 -3 -4 4 -6 6 7 -9 -10
leaf_value=0.0026800699751837725 0.002900274614775134 -0.00072921974890868 -0.00088583952549134318 -0.00087473791683411329 0.0020757819044114516 -0.00038358422724725543 0.00034124275829601984 0.002346705784184507 0.0009043632283441275
leaf_weight=53 64 100 66 59 79 56 1009 68 1397
leaf_count=53 64 100 66 59 79 56 1009 68 1397
internal_value=0 0.000659908 0.000709581 0.00074815 0.000696497 0.000654382 0.00069007 0.000467932 0.000854675
internal_weight=0 2898 2798 2732 2668 2589 2530 1077 1453
internal_count=2951 2898 2798 2732 2668 2589 2530 1077 1453
is_linear=0
shrinkage=0.00680503


Tree=1178
num_leaves=19
num_cat=0
split_feature=156 0 133 12 3 3 39 9 150 49 1 48 3 474 133 43 3 155
split_gain=4.29859 7.90295 10.6929 7.80665 7.26581 5.91554 5.66226 7.87435 5.06036 4.33648 4.27353 2.9205 2.19604 3.91339 2.71144 2.21958 1.6203 1.59212
threshold=0.07881500000000001 -0.00077999999999999999 0.086925000000000016 -0.14392999999999997 -0.23098999999999997 0.11745500000000002 0.086285000000000014 0.084755000000000011 -1.0000000180025095e-35 -0.038669999999999989 0.11104500000000002 0.10145000000000001 -0.082004999999999981 0.085295000000000024 0.085475000000000009 -0.077034999999999978 -0.013174999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 6 7 8 -5 -7 12 -10 13 14 -2 -14 -8 -17
right_child=10 2 -4 5 -6 9 16 -9 11 -11 -12 -13 15 -15 -16 17 -18 -19
leaf_value=0.0032570674617176474 0.0022536858820637303 0.00032955779985173992 0.0018661237850649075 0.0026392368281821484 -0.0032131766693749998 0.00072906014099769368 0.00029233561855906054 0.0036833286649333437 0.000708169369282496 -0.002060204420856649 0.0029295546048461467 -0.00062639150628295882 0.0028922891570446652 -0.0012045679566619642 -4.5674838364537382e-05 0.0018502922309218586 -0.0012996930433310076 0.00010209681785014741
leaf_weight=66 65 52 59 77 98 54 60 54 1706 83 82 102 54 60 56 65 100 58
leaf_count=66 65 52 59 77 98 54 60 54 1706 83 82 102 54 60 56 65 100 58
internal_value=0 0.000529617 -0.000897078 0.000659183 -0.00198448 0.000582465 0.000683191 0.000797549 0.000714836 -0.000960189 0.00135095 0.000632834 0.000989145 0.000394995 0.00118884 0.00159626 -0.000702171 0.00102661
internal_weight=0 2511 209 2302 150 2236 2099 1939 1885 137 440 1808 358 181 121 177 160 123
internal_count=2951 2511 209 2302 150 2236 2099 1939 1885 137 440 1808 358 181 121 177 160 123
is_linear=0
shrinkage=0.00766357


Tree=1179
num_leaves=21
num_cat=0
split_feature=4 3 123 14 3 3 43 4 4 157 16 4 4 457 43 151 16 15 4 3
split_gain=516.051 158.756 95.0811 39.2562 36.1665 18.8188 18.4435 15.9979 15.0483 12.8324 10.1151 9.71492 19.4929 7.60065 7.52931 6.68915 6.32664 4.11689 2.47118 1.59118
threshold=0.31392000000000003 0.28833000000000003 1.0000000180025095e-35 0.073890000000000011 -0.06533499999999999 0.13772500000000001 -1.0000000180025095e-35 0.053330000000000009 -0.39175499999999991 -0.022224999999999998 -0.45743999999999996 -0.10701499999999999 -0.44205499999999992 0.067035000000000011 -0.081694999999999976 -0.00016499999999999997 -0.11807499999999999 -0.44792999999999994 0.24099500000000004 -0.077664999999999998
decision_type=2 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 17 11 -6 -10 -8 12 -1 -13 -4 -11 18 -2 -9 -18
right_child=5 -3 14 -5 8 -7 10 16 9 15 -12 13 -14 -15 -16 -17 19 -19 -20 -21
leaf_value=0.0040284916543310966 0.0005116796922959529 -7.585861223705419e-05 0.0012586492141229465 0.0053191267268259696 0.004077063702083281 -0.00053660288872265293 0.002075220335622535 0.0039647687962587009 0.001824929098368067 0.0023745324696439565 0.00071429466817049623 0.0040438148851595218 0.0022109920173292688 0.0032726830049290691 0.0023489934015728979 0.003267820808123427 0.0025618423379905136 -0.0003415760770096459 0.0032971281614085201 0.0031495496386119664
leaf_weight=89 77 64 71 90 74 79 65 65 52 58 57 1455 52 75 70 241 52 53 60 52
leaf_count=89 77 64 71 90 74 79 65 65 52 58 57 1455 52 75 70 241 52 53 60 52
internal_value=0 0.00358973 0.00368152 0.00379136 0.00373221 0.000466792 0.000781449 0.00387127 0.00311045 0.00290659 0.00143958 0.0039514 0.00335839 0.00400603 0.00180013 0.00309462 0.00328649 0.00016362 0.0036445 0.00285594
internal_weight=0 2620 2556 2415 2325 331 252 1900 425 351 122 1671 141 1530 141 299 229 130 125 104
internal_count=2951 2620 2556 2415 2325 331 252 1900 425 351 122 1671 141 1530 141 299 229 130 125 104
is_linear=0
shrinkage=0.00235659


Tree=1180
num_leaves=22
num_cat=0
split_feature=4 40 40 457 51 124 4 43 42 51 15 42 42 14 4 15 4 43 4 15 50
split_gain=331.556 74.4188 29.6055 26.0796 16.9904 18.2651 15.9841 14.359 12.832 25.0042 12.572 12.1198 9.78914 8.75708 9.88575 8.61911 6.95801 6.5527 6.49496 4.86 2.98254
threshold=0.31392000000000003 -0.034699999999999988 0.0023950000000000004 0.11129500000000002 0.046060000000000011 -0.076779999999999987 -0.080584999999999976 -0.055679999999999993 0.079335000000000003 0.084200000000000011 -0.46483499999999994 -1.0000000180025095e-35 0.090045000000000014 0.073890000000000011 -0.5055599999999999 -0.15097999999999998 -0.10701499999999999 0.0066850000000000008 -0.0072149999999999992 -0.19153499999999998 0.10880500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 5 -1 13 10 9 15 -2 -11 20 14 -3 -8 -16 19 -14 -9 -10
right_child=7 2 -4 -5 -6 -7 8 17 12 11 -12 -13 18 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=0.0019597052698982001 0.0013704595241727684 0.0050155917246803529 0.0021626110285064516 0.002408085409748113 0.0012724050299304727 0.0036133122616695207 0.0046851042173351983 0.0022604784134130458 0.0043063400956549949 0.0033950190387247634 -9.8399238386353508e-05 0.001896378475637867 0.0039501495358406193 0.0051287263257562467 0.0036727550248357404 0.0036821505781346486 0.0042237272021970066 0.00099875498819932025 0.0033933603069110792 0.0013822651896566673 0.003826785321292981
leaf_weight=69 67 67 52 59 52 74 52 93 401 54 58 62 332 55 166 393 475 54 170 53 85
leaf_count=69 67 67 52 59 52 74 52 93 401 54 58 62 332 55 166 393 475 54 170 53 85
internal_value=0 0.00377763 0.00388815 0.00392598 0.0024042 0.00281559 0.00396471 0.00130332 0.00382972 0.00355025 0.000688712 0.00259423 0.00398837 0.00423872 0.00416955 0.00379941 0.00408108 0.00168733 0.00376164 0.00194184 0.00422252
internal_weight=0 2618 2423 2371 195 143 2312 325 1549 561 125 116 988 763 708 445 641 200 502 146 486
internal_count=2943 2618 2423 2371 195 143 2312 325 1549 561 125 116 988 763 708 445 641 200 502 146 486
is_linear=0
shrinkage=0.00231039


Tree=1181
num_leaves=24
num_cat=0
split_feature=2 2 2 150 30 0 13 2 0 0 0 49 13 0 0 0 475 49 0 484 13 13 13
split_gain=176.64 88.4207 48.3383 38.8489 21.493 23.1384 21.1605 15.8281 12.9621 10.7015 8.58938 14.2765 7.51595 6.03989 5.91732 5.41727 4.7823 4.77298 3.13313 2.51882 1.68727 1.53922 0.66087
threshold=0.12026500000000001 -1.0000000180025095e-35 0.099845000000000003 1.0000000180025095e-35 0.087210000000000024 -0.06612999999999998 -0.089359999999999981 0.16730000000000003 -0.0058249999999999994 -0.084114999999999981 -0.13843999999999998 -0.00025999999999999992 -0.073514999999999983 -0.10726999999999999 -0.079119999999999982 -0.080499999999999988 -0.07712999999999999 0.090085000000000012 -0.044434999999999995 0.081175000000000011 0.00085500000000000018 0.0057500000000000008 -0.015454999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 6 5 -1 -4 9 10 -2 11 -3 -11 -12 19 17 -17 -8 -14 -15 -18 -16 -13
right_child=7 2 3 -5 -6 -7 15 -9 -10 12 13 22 18 14 21 16 20 -19 -20 -21 -22 -23 -24
leaf_value=0.0038127068251697475 0.0016082106849074859 0.003714632436285011 0.0023671075540993686 0.0016291213610786293 0.000980671994283771 0.0017780771950248278 0.0029325749787150056 0.0010055231821626733 0.0051638271362526517 0.0018830204705909089 0.0032537514945748833 0.0049486887723886961 0.0034778730101261159 0.0041365031358745075 0.0039116590626968864 0.0047356640166676175 0.0040860848670996024 0.0039343804570950549 0.0026142591122899983 0.0044783936182705535 0.0035887703626741336 0.0035296741214877686 0.0053343047082518667
leaf_weight=69 100 68 74 75 59 71 63 85 78 53 56 56 52 1013 325 52 100 57 54 158 77 85 63
leaf_count=69 100 68 74 75 59 71 63 85 78 53 56 56 52 1013 325 52 100 57 54 158 77 85 63
internal_value=0 0.00384962 0.00398246 0.0032886 0.0022474 0.00278105 0.00358277 0.00194249 0.00416412 0.00224989 0.00412136 0.00463014 0.00265329 0.00406322 0.00409188 0.00384045 0.0040666 0.00340866 0.00303817 0.00418266 0.00386989 0.00383253 0.00515306
internal_weight=0 2599 2400 498 199 140 423 344 1902 259 1824 187 159 1637 1581 349 229 120 106 1171 177 410 119
internal_count=2943 2599 2400 498 199 140 423 344 1902 259 1824 187 159 1637 1581 349 229 120 106 1171 177 410 119
is_linear=0
shrinkage=0.00250084


Tree=1182
num_leaves=12
num_cat=0
split_feature=10 45 49 40 49 2 2 160 49 13 151
split_gain=5.94284 5.17345 5.6411 3.94772 5.02264 4.04196 4.09474 4.57778 3.89404 3.79913 3.73802
threshold=0.096095000000000014 1.0000000180025095e-35 0.13906000000000002 -0.08440499999999998 -0.015164999999999998 0.14492000000000002 0.099845000000000003 -0.54784999999999984 -0.061079999999999988 -0.11760499999999999 -0.0095999999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -5 -8 -9 -10
right_child=-2 -3 -4 5 -6 -7 8 9 10 -11 -12
leaf_value=-0.0016944736613282788 -0.0011248727973862979 0.00309728120831659 -0.00060496801596771814 0.0029982141212867388 0.0011973761939014132 0.0024894161446924758 -0.00082246398958975449 0.0024944046046925595 0.0024208703645741819 0.0010738971659226546 0.00058099427269859682
leaf_weight=52 58 53 95 61 55 90 78 88 55 1793 465
leaf_count=52 58 53 95 61 55 90 78 88 55 1793 465
internal_value=0 0.00103148 0.000992792 0.00104828 -0.000207343 0.00109939 0.00105011 0.00119878 0.000567154 0.00114039 0.000775734
internal_weight=0 2885 2832 2737 107 2630 2540 1942 598 1881 520
internal_count=2943 2885 2832 2737 107 2630 2540 1942 598 1881 520
is_linear=0
shrinkage=0.0066716


Tree=1183
num_leaves=22
num_cat=0
split_feature=1 133 1456 133 12 3 12 1 47 0 160 481 15 484 1456 156 47 484 15 3 3
split_gain=5.22128 4.95258 7.11815 4.74657 10.7663 4.59957 3.93527 3.77581 3.36572 2.74174 2.6832 2.29284 2.28449 2.43523 2.64845 2.23926 2.11625 2.04831 1.26973 0.877624 1.28537
threshold=0.08776500000000001 -0.24159999999999995 -0.051559999999999995 -0.0063799999999999994 0.086885000000000004 -0.14539499999999997 0.10859000000000001 0.14367000000000005 0.079525000000000012 -0.084629999999999997 0.11329500000000002 1.0000000180025095e-35 -0.079504999999999978 0.089150000000000021 -0.0022699999999999994 0.07881500000000001 0.097435000000000008 -0.084674999999999986 -0.034094999999999993 -0.08100499999999998 -0.075579999999999994
decision_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 4 -4 18 7 9 10 -7 11 12 15 14 -14 19 -10 -16 -5 -1 -21
right_child=1 2 3 5 -6 6 -8 -9 16 -11 -12 -13 13 -15 17 -17 -18 -19 -20 20 -22
leaf_value=0.0016575412622919414 0.0021589665363928845 0.0024509465518146004 -0.0029642240521983725 0.00076941206518752055 0.00067838983498157992 -0.00020690556637461695 -0.0012855904121807087 0.001849500051580331 0.0028449025279835725 0.00058485423885526878 -7.0517410765661654e-05 0.002267808248999444 -0.00049407953470320611 0.001819565447548183 0.0019129722194576745 0.0024682609023519075 0.001250905052018888 0.00073217056088944294 0.0020295307866646877 0.00011780002526633891 0.0013092520050502485
leaf_weight=84 64 61 56 55 75 322 63 61 59 373 102 53 66 87 62 64 75 934 75 58 94
leaf_count=84 64 61 56 55 75 322 63 61 59 373 102 53 66 87 62 64 75 934 75 58 94
internal_value=0 0.000456973 0.000361447 0.000243367 -0.000878246 0.000398265 0.000223794 0.000349665 0.00099562 0.000217928 0.000915577 0.000982587 0.000935531 0.000807843 0.000724899 0.00142435 0.00195324 0.000805742 0.00149692 0.00114097 0.000855061
internal_weight=0 1205 1141 1080 131 949 819 756 1738 695 1604 1502 1449 1149 1062 300 134 996 130 236 152
internal_count=2943 1205 1141 1080 131 949 819 756 1738 695 1604 1502 1449 1149 1062 300 134 996 130 236 152
is_linear=0
shrinkage=0.00628679


Tree=1184
num_leaves=27
num_cat=0
split_feature=45 1 1 483 52 16 0 15 16 0 42 0 131 43 43 0 1213 15 15 403 42 42 16 1375 16 43
split_gain=3.73517 4.73863 3.25316 4.80733 4.65015 4.36578 8.17475 4.58048 16.618 4.75677 4.07047 2.99646 2.84834 2.33055 1.73595 2.38213 2.20882 2.11354 6.20337 2.04765 1.77857 1.91904 2.05547 2.02445 1.52361 1.01381
threshold=1.0000000180025095e-35 0.08776500000000001 0.14828500000000003 0.085615000000000011 -0.53082999999999991 -0.0094449999999999968 -0.087454999999999991 -0.11949999999999998 -0.42170999999999997 -0.18713499999999997 0.085585000000000008 -0.076589999999999978 0.092460000000000014 -0.076364999999999988 -0.0025899999999999994 -0.0088049999999999986 0.084325000000000011 -0.011959999999999998 0.084845000000000018 0.085340000000000013 0.10383500000000001 -0.04034999999999999 0.0033900000000000002 0.084090000000000012 -0.080419999999999978 0.080350000000000019
decision_type=2 2 2 2 2 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 -3 7 -7 8 -6 -9 -5 -8 14 -14 19 16 17 25 -19 20 21 22 -1 -23 -21 -16
right_child=-2 2 -4 10 5 6 11 9 -10 -11 -12 -13 13 -15 15 -17 -18 18 -20 24 -22 23 -24 -25 -26 -27
leaf_value=-6.6117225251358721e-05 0.002538309231835627 0.0016031073476605276 0.0016781272118833242 0.002923363781634305 0.0013027866051583657 -0.0027464287907068064 0.0013518067953074292 0.0025199257655564369 -0.0033889241669649503 0.00034337025285141072 0.00023802661792609163 -0.00056158966744983404 0.00097191861080137974 0.0028119104406418042 7.0177385597640951e-05 0.0018298417724227937 0.0015319319485877277 -0.0024128394685753373 0.00031214068177092707 0.0011294915569664919 -0.0002043376282144234 0.0012436603513373092 0.0015278831330656851 -1.3724898514592957e-05 0.0027377507359379371 0.0012676762989184867
leaf_weight=147 53 88 81 56 81 75 53 55 66 403 53 154 67 66 58 56 61 52 178 63 68 653 53 68 52 83
leaf_count=147 53 88 81 56 81 75 53 55 66 403 53 154 67 66 58 56 61 52 178 63 68 653 53 68 52 83
internal_value=0 0.000678276 0.000336164 0.00023582 8.11869e-05 -6.97206e-05 -0.000783054 0.000262653 -0.000803192 0.000604909 0.00161833 -7.13282e-05 0.000909282 0.00188555 0.000827674 0.000482627 0.000307817 0.000106347 -0.00030362 0.000980128 0.000878051 0.000958047 0.000355922 0.00112497 0.00185735 0.000775614
internal_weight=0 2890 1165 1084 975 887 282 605 147 458 109 207 1725 133 1592 488 432 371 230 1104 989 921 200 721 115 141
internal_count=2943 2890 1165 1084 975 887 282 605 147 458 109 207 1725 133 1592 488 432 371 230 1104 989 921 200 721 115 141
is_linear=0
shrinkage=0.00694113


Tree=1185
num_leaves=30
num_cat=0
split_feature=1 155 123 1 12 0 12 1 49 47 14 39 1447 16 16 0 12 15 1 12 16 43 15 1 15 16 129 12 15
split_gain=249.081 38.7968 26.4335 18.7462 19.4122 13.3248 11.914 10.1657 9.77276 9.13862 8.82972 6.66156 5.62869 5.40167 4.979 4.49655 9.50697 4.13809 5.36393 3.38325 4.73809 3.31478 3.14984 2.71646 2.27218 1.7984 1.80762 1.434 1.31046
threshold=0.10471000000000001 0.092900000000000024 1.0000000180025095e-35 0.12448500000000001 0.088325000000000015 -0.16926499999999997 0.091625000000000012 0.08864000000000001 -0.014479999999999998 0.120245 0.064610000000000015 1.0000000180025095e-35 -1.0000000180025095e-35 -0.23389999999999997 -0.073309999999999986 -0.050704999999999993 -0.080929999999999988 -0.075094999999999981 0.08759500000000002 0.079335000000000017 -0.034884999999999992 -0.079109999999999986 0.093425000000000022 0.091635000000000008 -0.070974999999999983 -0.087589999999999987 0.085135000000000016 0.087605000000000002 -0.062134999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 5 -2 7 10 -9 15 19 -7 -8 -14 22 16 -5 -16 -19 20 -1 -10 28 -23 -6 27 -27 -21 -15
right_child=1 -3 -4 9 24 11 12 8 21 -11 -12 -13 13 14 17 -17 -18 18 -20 25 -22 23 -24 -25 -26 26 -28 -29 -30
leaf_value=0.0033666958285939663 0.0031348850699570879 0.004133597963906035 0.0027520871091068315 0.0019522140384108564 0.0030212605430790141 0.0013880150907176082 0.0030518403632486721 0.0028873691830465171 0.0034785127727123598 0.0026300639670500301 0.0050905951565589818 0.0023194999228292861 0.0031294439228811213 0.0037561055175666046 0.0042022648547425309 0.0020029634075341097 0.00079010433674738922 0.0034100389923074266 0.0040228185255983999 0.0044996078967236616 0.0041892793684488536 0.0038233678885512962 0.0046296664415430046 0.004488061369843044 0.0036801225251115728 0.0041167073229745749 0.0045321690046543316 0.0041759034696194405 0.0041561429346597427
leaf_weight=62 56 59 90 69 53 80 52 58 53 53 56 78 53 70 78 84 76 216 112 173 87 64 54 64 56 645 60 124 113
leaf_count=62 56 59 90 69 53 80 52 58 53 53 56 78 53 70 78 84 76 216 112 173 87 64 54 64 56 645 60 124 113
internal_value=0 0.00237985 0.00395607 0.00220879 0.00258151 0.00218488 0.00400545 0.00412568 0.00369804 0.00178179 0.00421033 0.00184802 0.00377299 0.00382684 0.00388429 0.00158536 0.00134328 0.0037314 0.00361935 0.00416748 0.00384716 0.00395769 0.00414608 0.0041559 0.00335998 0.00421509 0.0041521 0.00436454 0.00400326
internal_weight=0 664 2284 605 323 214 2194 1446 239 282 1207 158 748 696 643 229 145 406 328 1151 149 181 237 128 109 1002 705 297 183
internal_count=2948 664 2284 605 323 214 2194 1446 239 282 1207 158 748 696 643 229 145 406 328 1151 149 181 237 128 109 1002 705 297 183
is_linear=0
shrinkage=0.00226508


Tree=1186
num_leaves=19
num_cat=0
split_feature=1 52 123 12 1 4 52 12 11 1 0 52 1 4 1 12 12 1
split_gain=255.303 46.5816 42.8592 21.4227 33.8488 18.6925 12.6177 12.4278 15.0386 18.3867 13.5747 7.87822 9.14357 6.19692 5.39141 5.17745 7.97065 0.760358
threshold=0.10921500000000002 -0.25811499999999993 0.080635000000000012 0.023990000000000004 0.13130500000000003 0.27420500000000009 -0.064364999999999992 0.11697000000000002 1.0000000180025095e-35 0.10359500000000001 -0.080809999999999979 -0.049669999999999999 0.080320000000000016 -0.081334999999999977 0.096545000000000006 -0.087789999999999993 -0.042789999999999988 0.12381000000000002
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 6 -5 7 -3 8 9 11 -10 12 -1 -13 -4 -8 -17 -18
right_child=1 3 14 4 -6 -7 15 -9 10 -11 -12 13 -14 -15 -16 16 17 -19
leaf_value=0.0035026203740607547 0.0037386207648128092 0.000516366028240486 0.0025851884860320583 0.0030755186423681016 0.00078392763072005075 0.0021847574508724286 0.0019110809403452087 0.0026941705560090995 0.0050633887834262295 0.0021992873160191911 0.0036773836053010426 0.0038605980539680781 0.0028173966413114959 0.003538598000612298 0.0015789635586277444 0.00055671889860181795 0.001800835013930861 0.0014096459799985207
leaf_weight=341 53 99 52 91 52 54 89 87 63 53 86 441 142 1025 58 58 52 52
leaf_count=341 53 99 52 91 52 54 89 87 63 53 86 441 142 1025 58 58 52 52
internal_value=0 0.0017205 0.0034365 0.00150349 0.00224238 0.0035028 0.00120154 0.00353459 0.00356858 0.00351684 0.00426358 0.00355265 0.00330122 0.00363548 0.00205485 0.00147169 0.00123014 0.00160547
internal_weight=0 546 2402 493 143 2292 350 2238 2151 2002 149 1949 483 1466 110 251 162 104
internal_count=2948 546 2402 493 143 2292 350 2238 2151 2002 149 1949 483 1466 110 251 162 104
is_linear=0
shrinkage=0.00226508


Tree=1187
num_leaves=10
num_cat=0
split_feature=34 12 3 123 48 1374 151 0 4
split_gain=4.7251 8.03174 6.1923 5.86371 3.35766 3.33786 3.73135 6.54067 4.31715
threshold=-0.066379999999999981 -0.22686499999999998 0.28833000000000003 0.084000000000000005 0.11741000000000001 0.086000000000000007 0.085710000000000022 -0.18713499999999997 0.31392000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 5 6 7 -3 -9
right_child=1 2 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.0018156981695426468 0.0034341922204428063 0.0026292569682700136 -0.0010492046414338025 0.0011675143120132045 0.0021380334840049326 0.0024211079557356222 -0.00065222637445542457 0.00086957727392747734 -0.00039218599471108414
leaf_weight=67 57 94 77 56 99 62 77 2226 133
leaf_count=67 57 94 77 56 99 62 77 2226 133
internal_value=0 0.000905223 0.000853119 -0.000456897 0.000907578 0.000860554 0.000822282 0.000868597 0.000798408
internal_weight=0 2825 2768 123 2691 2592 2530 2453 2359
internal_count=2948 2825 2768 123 2691 2592 2530 2453 2359
is_linear=0
shrinkage=0.00680503


Tree=1188
num_leaves=23
num_cat=0
split_feature=1 52 3 123 2 4 51 2 2 2 2 1429 3 484 52 1 2 0 52 2 2 0
split_gain=384.426 89.582 41.1527 39.355 29.5301 20.9403 16.8979 17.2396 10.4569 7.19734 9.47299 6.66121 7.40029 6.31512 5.61505 5.29085 4.7087 4.29859 10.5987 6.31485 4.0195 2.1057
threshold=0.10471000000000001 -0.41694999999999993 -0.053364999999999996 0.081180000000000016 0.10523 0.24099500000000004 0.11578500000000001 0.15000000000000002 0.098655000000000007 -1.0000000180025095e-35 0.11543500000000002 0.084710000000000021 -0.12077499999999998 0.079155000000000017 -0.54883999999999988 0.096255000000000021 0.08647500000000001 -0.032274999999999991 0.06136500000000001 0.11657500000000001 0.13154000000000002 -0.069414999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 8 7 9 11 -4 -11 12 -1 -13 -10 16 -14 18 19 -16 -12 -20
right_child=1 2 6 -5 -6 -7 -8 -9 14 10 20 13 15 -15 17 -17 -18 -19 21 -21 -22 -23
leaf_value=0.0046364947465842819 0.004206018764960206 0.0032874098362071233 0.00075462061004978229 0.0023375998240078304 0.0013762111155967516 0.002689195103857369 0.002294559985298325 -2.1587164625708219e-05 0.0043024967437976592 0.0020795347873716272 0.00060663045458110359 0.0039999795546574587 0.0041592576871120664 0.0029352729424904694 0.0029399377846041569 0.003422841219934942 0.003896892254755042 0.0030154833481344802 0.0044567007336132596 0.0038687971796653869 0.0014941170925278639 0.0038374247947920398
leaf_weight=103 75 102 100 87 70 72 61 68 52 83 52 59 768 56 108 76 656 74 60 58 53 55
leaf_count=103 75 102 100 87 70 72 61 68 52 83 52 59 768 56 108 76 656 74 60 58 53 55
internal_value=0 0.00187431 0.00157737 0.00383244 0.00250974 0.00389162 0.00119273 0.00100387 0.00393235 0.00124607 0.00150736 0.00400981 0.00404768 0.00348172 0.00360531 0.00400724 0.00403841 0.00350312 0.00363145 0.00326462 0.00105483 0.00416074
internal_weight=0 664 589 2284 172 2197 417 356 2125 288 188 1718 1603 115 407 1500 1424 355 281 166 105 115
internal_count=2948 664 589 2284 172 2197 417 356 2125 288 188 1718 1603 115 407 1500 1424 355 281 166 105 115
is_linear=0
shrinkage=0.00226508


Tree=1189
num_leaves=23
num_cat=0
split_feature=2 31 12 3 3 16 1213 12 0 51 49 3 51 0 16 3 2 130 12 133 133 3
split_gain=3.86762 4.46462 6.18424 3.01503 4.03503 7.51801 3.60093 3.09544 3.67264 2.97632 3.28846 2.95364 2.86764 2.83997 3.668 3.57507 2.33553 2.04205 1.69515 1.71486 0.98288 0.636869
threshold=-1.0000000180025095e-35 -0.081774999999999973 0.084595000000000017 -0.16100499999999998 -0.10690999999999999 0.0097750000000000007 -0.025929999999999998 0.10211000000000002 -0.06537999999999998 0.108005 0.085655000000000023 -0.0048549999999999991 -0.045524999999999989 -0.14104999999999998 -0.086774999999999977 0.076825000000000018 0.088475000000000012 0.084550000000000014 0.084805000000000005 -0.00087999999999999992 -0.07248499999999998 -0.069414999999999991
decision_type=2 2 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 12 5 16 17 9 21 13 -11 -3 -2 15 -15 -8 -5 18 -6 20 -20 -9
right_child=3 2 -4 4 6 -7 7 8 -10 10 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23
leaf_value=0.0017950591151678135 0.0008320822747224369 -0.0029395132787047593 0.0013969459326410168 0.0019911299212544654 0.0031997992387749327 -0.0023686486268603571 -0.0011263773508515173 -0.0013843880632914019 0.0011782104887368501 0.0029126138557541794 0.00055129042965051749 -0.00044076847134790674 0.003111626009096269 0.001706207829870256 0.00084432582950098758 0.00084384203584776522 -1.4872566068224339e-05 0.00040353404169582815 0.002005116077906887 0.0028721224746724957 0.00091189976281307711 -0.00029736097824311573
leaf_weight=57 54 54 55 60 54 57 79 53 99 93 52 53 74 376 1081 152 72 54 82 57 108 72
leaf_count=57 54 54 55 60 54 57 79 53 99 93 52 53 74 376 1081 152 72 54 82 57 108 72
internal_value=0 -1.30769e-05 -0.000649768 0.00102431 0.000968855 -8.79154e-05 0.00105169 0.000931012 9.68744e-05 0.0010329 0.00206635 -0.00170257 0.00215057 0.000944082 0.0010668 0.000169697 0.000896339 0.00175075 0.00199218 0.00172784 0.00138413 -0.000758902
internal_weight=0 219 162 2729 2601 189 2412 2057 224 1833 145 107 128 1688 1457 231 132 355 301 247 190 125
internal_count=2948 219 162 2729 2601 189 2412 2057 224 1833 145 107 128 1688 1457 231 132 355 301 247 190 125
is_linear=0
shrinkage=0.0075133


Tree=1190
num_leaves=20
num_cat=0
split_feature=1 52 50 2 1 2 14 0 0 0 123 41 49 52 49 51 43 133 39
split_gain=275.059 74.1503 27.1839 24.2661 21.2442 25.8105 15.2611 17.7217 15.089 11.428 9.99999 9.05413 7.1595 5.78617 5.73712 5.00421 3.2936 2.81814 2.14563
threshold=0.10075500000000003 -0.41694999999999993 0.086135000000000017 0.13447000000000003 0.12313000000000002 0.09036000000000001 0.073890000000000011 -0.22984499999999997 -0.067969999999999989 -0.07223499999999998 1.0000000180025095e-35 0.077300000000000021 0.10269000000000002 0.11534500000000002 -0.05529499999999999 -0.064959999999999976 -0.049364999999999992 0.096205000000000013 0.088485000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 8 7 -1 -3 -4 11 12 13 -9 -7 -6 -16 -14 -17
right_child=1 2 9 -5 15 14 -8 10 -10 -11 -12 -13 17 -15 16 18 -18 -19 -20
leaf_value=0.0028362215854154369 0.0045620439619950149 0.0040904820824562149 0.0041052822201070611 0.0026016524362510295 0.0021692511928431048 0.0025843845476432861 0.0050968604055702613 0.0043426380955654863 0.0024386741431887127 0.0025857351823752547 0.0032480971798412072 0.0033221119106499972 0.0039841285691507682 0.0039807026619844863 0.0013159999525243829 0.0011233089457394433 0.0020141301867202342 0.0033466711888293743 0.0016225968600144371
leaf_weight=54 86 64 54 53 56 61 94 1421 55 52 60 60 128 285 59 90 94 53 95
leaf_count=54 86 64 54 53 56 61 94 1421 55 52 60 60 128 285 59 90 94 53 95
internal_value=0 0.00254045 0.00228474 0.00414732 0.00208612 0.00246437 0.00418533 0.00414374 0.00332725 0.00336008 0.00417891 0.00420758 0.00423572 0.00428219 0.00198443 0.00156337 0.00174508 0.00379761 0.00137983
internal_weight=0 766 680 2208 574 333 2155 2061 119 106 2007 1947 1887 1706 214 241 153 181 185
internal_count=2974 766 680 2208 574 333 2155 2061 119 106 2007 1947 1887 1706 214 241 153 181 185
is_linear=0
shrinkage=0.00231039


Tree=1191
num_leaves=36
num_cat=0
split_feature=1 3 2 1 2 3 49 2 2 4 3 15 1 2 52 1 1 4 1 15 1 2 52 52 1 132 1 4 15 4 52 4 52 15 400
split_gain=801.387 151.299 67.1041 53.0199 48.7007 20.613 18.229 12.9775 12.1229 16.5908 7.90276 20.1292 6.63379 11.7222 6.2693 5.98413 5.77036 5.09242 4.74706 5.70164 3.68791 3.40379 3.30667 5.54335 2.69414 2.11482 2.58369 2.06806 6.89646 2.04094 1.73738 1.54195 1.06215 0.745799 0.660706
threshold=0.10398500000000001 -0.053364999999999996 0.10060500000000001 0.12000500000000001 0.11426500000000002 -0.081184999999999993 -0.013914999999999999 0.13270000000000001 0.15000000000000002 0.31392000000000003 -0.14884499999999998 0.043560000000000008 0.085720000000000005 0.08647500000000001 -0.11183499999999999 1.0000000180025095e-35 0.10921500000000002 0.058025000000000007 0.091345000000000023 0.092125000000000012 0.11329500000000002 0.094155000000000016 -0.41694999999999993 0.024870000000000003 0.13654500000000003 -0.015269999999999997 0.090650000000000022 -0.051789999999999996 -0.087984999999999994 -0.0051399999999999996 0.11628500000000001 -0.0046399999999999992 0.09253500000000002 0.10356000000000001 -0.082094999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 16 14 10 -4 17 9 -5 11 -1 15 18 -2 21 -3 22 -14 -20 -18 27 -8 -24 -11 34 30 32 -29 -23 31 -27 -7 -25 -12
right_child=1 3 6 8 -6 12 7 -9 -10 24 25 -13 13 -15 -16 -17 20 -19 19 -21 -22 29 23 33 -26 26 -28 28 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.012622200767210235 0.012600616484975864 0.010718637867144436 0.010765253603402676 0.0098041583600778793 0.010049944647242669 0.013185128189361345 0.012729876321368749 0.011108448588278932 0.00809450487558179 0.0088898290736316391 0.013015065673012839 0.014425080745815579 0.012959136146642913 0.01158189172585819 0.011752037385587333 0.013286542982407452 0.0095429313298036923 0.011753502753065879 0.011953266888779892 0.012704387415426975 0.01027885959858842 0.012541943395820402 0.011708601674597549 0.01230265599310249 0.0082371452276673654 0.012902302776179717 0.012473979920015005 0.01294567255090095 0.0119815583146112 0.012003671423911073 0.012561542409220123 0.013185506846168137 0.012753031176690129 0.012670613659667202 0.013339206380806486
leaf_weight=53 59 67 53 78 74 53 73 53 74 55 66 52 75 73 102 64 52 80 86 88 68 80 63 56 55 641 64 82 52 52 59 102 55 53 62
leaf_count=53 59 67 53 78 74 53 73 53 74 55 66 52 75 73 102 64 52 80 86 88 68 80 63 56 55 641 64 82 52 52 59 102 55 53 62
internal_value=0 0.0100952 0.012626 0.00939683 0.0114293 0.0127952 0.0118959 0.0120544 0.00880064 0.00907847 0.0129755 0.0135153 0.0125346 0.0123088 0.0120631 0.0127005 0.010232 0.0122086 0.0125219 0.0123333 0.00996014 0.0126002 0.0123571 0.0121987 0.00856369 0.0129184 0.0128809 0.0127474 0.0125717 0.0123301 0.0129133 0.0129412 0.0129653 0.0124818 0.0131722
internal_weight=0 684 2290 449 235 1859 431 378 262 188 1099 105 760 322 161 438 187 325 249 174 120 374 245 172 110 994 866 242 134 132 802 743 108 109 128
internal_count=2974 684 2290 449 235 1859 431 378 262 188 1099 105 760 322 161 438 187 325 249 174 120 374 245 172 110 994 866 242 134 132 802 743 108 109 128
is_linear=0
shrinkage=0.00205156


Tree=1192
num_leaves=24
num_cat=0
split_feature=1 52 1 14 52 151 4 39 39 13 4 4 1 13 13 13 4 13 13 4 52 133 52
split_gain=516.143 106.947 54.1381 36.0662 33.7751 21.1713 18.8107 13.8614 12.354 9.64555 8.63996 9.42898 8.47263 7.83303 6.63601 6.62414 7.59972 6.56034 5.141 4.37929 3.34582 2.87059 3.15427
threshold=0.10075500000000003 -0.41694999999999993 0.13436000000000001 0.064610000000000015 0.16146000000000002 -0.03268999999999999 0.032770000000000001 0.082765000000000019 0.0047850000000000011 0.036560000000000002 -0.50393499999999991 -0.14994999999999997 1.0000000180025095e-35 -0.0073349999999999986 0.18123500000000001 -0.27740999999999993 0.50214500000000006 -0.00027999999999999998 -0.010284999999999997 0.18095500000000003 0.091360000000000011 0.097995000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 18 8 13 9 10 -1 -12 19 -7 20 -4 -17 -13 -3 21 -11 22 -8
right_child=1 2 15 -5 -6 7 12 -9 -10 14 11 17 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0058188029876325579 0.0049893986816694821 0.0011869256259733469 0.00060921432075088013 0.0061561978270195739 0.0041783055468251817 0.0036751833842560574 0.0047461015294319271 0.0020806988829077818 0.0037572364928983421 0.0043486869028516858 0.0039172300637430697 0.004953243441285885 0.0033465336899571874 0.0027063811675884304 0.0049507625408324075 0.0021190019104819309 0.0010060475216444886 0.0044714625498552879 0.0020737518589295082 0.004828667507096901 0.0036182477538925896 0.003717532559853306 0.0039974775598082728
leaf_weight=52 86 60 63 95 68 87 58 94 60 97 55 1246 55 92 72 61 71 173 84 73 52 56 64
leaf_count=52 86 60 63 95 68 87 58 94 60 97 55 1246 55 92 72 61 71 173 84 73 52 56 64
internal_value=0 0.00256166 0.00225458 0.00476277 0.00266798 0.00242164 0.00470011 0.00279986 0.00478991 0.00482536 0.00489083 0.00485807 0.00416976 0.00317739 0.00437319 0.00122625 0.00152055 0.00489452 0.00170441 0.00435004 0.00409393 0.00415362 0.00435358
internal_weight=0 766 680 2208 485 417 2113 273 1807 1747 1526 1474 306 179 221 195 132 1419 144 251 149 178 122
internal_count=2974 766 680 2208 485 417 2113 273 1807 1747 1526 1474 306 179 221 195 132 1419 144 251 149 178 122
is_linear=0
shrinkage=0.00231039


Tree=1193
num_leaves=30
num_cat=0
split_feature=3 3 123 0 16 51 147 39 39 3 3 3 150 3 11 16 51 3 11 16 475 51 49 132 51 403 1213 0 16
split_gain=259.67 58.1974 53.7689 39.5988 54.4273 23.3964 19.7334 17.2491 13.1238 17.9706 17.2057 9.837 10.6043 12.4818 10.5503 6.23762 5.08744 3.95561 3.76615 2.39894 2.54122 2.04322 1.95798 1.86708 1.50571 0.910157 1.9266 0.827104 0.753729
threshold=-0.063889999999999988 0.28833000000000003 0.080635000000000012 -0.044434999999999995 0.062500000000000014 -0.092389999999999986 1.0000000180025095e-35 0.087735000000000021 0.091635000000000008 0.10766000000000002 -0.0024599999999999995 -0.081184999999999993 0.082085000000000019 -0.087414999999999979 1.0000000180025095e-35 -0.10982499999999999 -0.17871499999999998 0.41110500000000005 0.085155000000000022 0.052690000000000008 -0.081439999999999985 -0.034774999999999993 0.093040000000000012 -0.015269999999999997 0.0045000000000000014 0.11307000000000002 0.0065300000000000002 -0.079684999999999992 -0.096149999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 11 -5 16 8 -4 9 10 -7 12 14 -14 19 -9 -2 -3 -16 20 -1 -21 24 -22 25 26 28 -24 -13
right_child=1 17 7 4 -6 6 -8 15 -10 -11 -12 22 13 -15 18 -17 -18 -19 -20 21 23 -23 27 -25 -26 -27 -28 -29 -30
leaf_value=0.0051142675909770239 0.0039236221106310285 0.00077849566713558411 0.0029131686622569553 0.0018957657277401674 0.0045372720231617635 0.0033315520825166964 0.0018282694726524601 0.00095590110392632327 0.0023857340618035133 0.0025866115298568298 0.0046708499317747983 0.0040390949351108794 0.0029869468006731873 0.0045749207128921859 0.0058647150247947968 0.0019800153552280205 0.0050021864714626585 0.0016486047681495578 0.0049302009473864974 0.0038943406645595554 0.0048750809922872389 0.0045129182721209294 0.0037166346315950062 0.0045427485912351556 0.0039662827315980085 0.0040747735142594964 0.0048197779308145807 0.0041477326758074017 0.0043589179431308515
leaf_weight=62 52 62 82 90 98 127 56 67 65 79 106 55 52 70 53 77 54 64 52 52 123 88 60 665 83 75 52 52 301
leaf_count=62 52 62 82 90 98 127 56 67 65 79 106 55 52 70 53 77 54 64 52 52 123 88 60 665 83 75 52 52 301
internal_value=0 0.002765 0.00301933 0.00434665 0.00327286 0.00344029 0.00318734 0.00201522 0.00338915 0.00359812 0.00394096 0.00445317 0.00458526 0.00389829 0.00466178 0.0015037 0.00447333 0.00122066 0.00540216 0.00458323 0.00463259 0.00428335 0.00421602 0.00459466 0.00427514 0.00432816 0.00437467 0.00391702 0.00430958
internal_weight=0 891 765 2083 188 539 433 226 377 312 233 1895 1217 122 1095 144 106 126 105 990 850 140 678 788 566 483 408 112 356
internal_count=2974 891 765 2083 188 539 433 226 377 312 233 1895 1217 122 1095 144 106 126 105 990 850 140 678 788 566 483 408 112 356
is_linear=0
shrinkage=0.0024518


Tree=1194
num_leaves=25
num_cat=0
split_feature=4 3 3 150 4 0 0 3 157 0 52 13 42 52 39 4 16 16 3 0 4 3 133 133
split_gain=344.396 109.439 56.2726 27.1253 20.6576 29.0693 16.7279 13.9437 13.7365 13.2499 17.6534 18.97 10.2078 8.21764 7.881 7.58337 6.82273 6.25079 5.83027 4.88612 4.42721 4.09501 2.6048 1.01966
threshold=0.31392000000000003 -0.063889999999999988 0.28833000000000003 0.084680000000000019 -0.39175499999999991 -0.040094999999999992 -0.14867499999999997 -0.10337499999999998 -0.019454999999999997 -0.063819999999999988 -0.4387299999999999 0.025450000000000004 -1.0000000180025095e-35 0.056265000000000009 0.086285000000000014 0.052250000000000012 -0.43708999999999992 -0.53342999999999996 -0.12077499999999998 -0.096849999999999978 0.51152500000000012 -0.080349999999999991 0.088820000000000024 0.062925000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 8 -1 -2 -6 15 -11 23 -10 17 -5 18 -17 -9 -8 -20 -19 -21 -18 -12
right_child=7 2 -4 14 5 -7 9 13 12 10 11 -13 -14 -15 -16 16 22 20 19 21 -22 -23 -24 -25
leaf_value=0.0057559352173008243 0.002588484351312024 0.0050075765227144999 0.0013291731537103217 0.0032311731349957424 0.0028247018561128093 0.0020680999147267049 0.0054083224323389764 0.0018064156051799014 0.0047626281897896446 0.0048376989671766336 0.0038741883302828347 0.0023666612008195771 0.0038302055262052223 0.0022753740895877375 0.0019558576789698704 0.0048693812569567205 0.0041291820504143128 0.00042386949633655796 0.0039318902176105272 0.0047316068054466011 0.0013081779246661631 0.0044441388029495118 0.0034594433024621599 0.0043470742805463087
leaf_weight=63 79 80 63 55 52 53 55 68 98 91 53 52 197 53 53 54 88 56 55 994 72 386 52 52
leaf_count=63 79 80 63 55 52 53 55 68 98 91 53 52 197 53 53 54 88 56 55 994 72 386 52 52
internal_value=0 0.00428566 0.00344651 0.00367332 0.00391352 0.00369464 0.00455947 0.00172545 0.00394301 0.00452045 0.0040111 0.00353183 0.00414004 0.00145153 0.00260556 0.00459544 0.00415596 0.00122863 0.00465265 0.00462366 0.00092149 0.00465122 0.0038806 0.00410862
internal_weight=0 2646 651 588 480 400 1995 328 347 1932 248 157 295 249 108 1684 194 196 1490 1435 128 1380 140 105
internal_count=2974 2646 651 588 480 400 1995 328 347 1932 248 157 295 249 108 1684 194 196 1490 1435 128 1380 140 105
is_linear=0
shrinkage=0.00235659


Tree=1195
num_leaves=24
num_cat=0
split_feature=1 3 3 15 0 3 0 49 2 3 0 2 3 2 13 49 13 2 2 158 3 13 13
split_gain=16.9732 6.33094 6.15967 5.31514 5.39131 7.10543 4.35893 4.61688 7.93401 7.78595 6.13768 4.79859 4.08467 4.03091 2.96969 3.28414 3.55686 6.95219 4.43519 2.63644 2.54985 2.53286 2.24478
threshold=0.11406500000000001 0.11391500000000002 -0.049204999999999992 -0.46483499999999994 -0.05226999999999999 0.12955000000000003 -0.069414999999999991 -0.07278999999999998 0.10384 0.084670000000000009 -0.10998999999999999 0.085730000000000015 -0.015474999999999997 0.11085000000000002 -0.079604999999999995 0.0041800000000000006 0.0083850000000000018 0.084725000000000009 0.10523 0.11034000000000001 -0.04682999999999999 -0.069444999999999993 -0.084869999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 21 -4 5 -5 7 12 9 10 11 -9 22 -10 -8 16 17 -16 -18 -12 -19 -2 -1
right_child=2 -3 3 4 -6 -7 14 8 13 -11 19 -13 -14 -15 15 -17 18 20 -20 -21 -22 -23 -24
leaf_value=0.0040489608439425945 0.00068077124845700794 0.00019163819362384504 0.0017127162447251266 -0.0018381626006559665 -0.002446013329579254 0.0015443254371776064 5.0657535979934703e-05 0.0058486570691588576 -0.00047863235313962583 -0.00030079136160578868 0.0024701706578444415 0.0030145643856865924 0.0052796383510313721 0.0020522888669776435 -0.00049649570372234668 0.00071220366238779578 0.0049735638087515825 0.0016459150689855948 0.0021281582396940482 0.0042136768434747245 0.0039561747864577321 0.0028164698632199498 0.001901496686223234
leaf_weight=52 52 79 84 60 63 93 55 60 77 53 1405 85 64 71 60 96 54 60 80 53 53 88 64
leaf_count=52 52 79 84 60 63 93 55 60 77 53 1405 85 64 71 60 96 54 60 80 53 53 88 64
internal_value=0 0.00232796 0.000696439 7.67334e-05 -0.000559103 0.000217325 0.00239704 0.00255269 0.00243578 0.00258774 0.00268329 0.00418786 0.0037239 0.000734973 0.0017226 0.00195058 0.00233756 0.00161065 0.00327542 0.00253361 0.00273021 0.00202379 0.00286486
internal_weight=0 2521 440 300 216 153 2442 1984 1804 1656 1603 145 180 148 458 403 307 173 134 1458 113 140 116
internal_count=2961 2521 440 300 216 153 2442 1984 1804 1656 1603 145 180 148 458 403 307 173 134 1458 113 140 116
is_linear=0
shrinkage=0.00766357


Tree=1196
num_leaves=25
num_cat=0
split_feature=4 3 1 52 12 1 3 4 12 4 4 1 16 15 1 12 3 1 133 4 4 3 15 133
split_gain=386.948 98.714 47.8033 40.9618 29.1513 19.8935 13.2394 15.6308 15.3274 10.8117 10.358 9.26184 8.86812 8.4959 5.71039 7.41211 15.9892 5.2605 5.1053 4.82586 4.71585 2.93824 2.7716 1.90593
threshold=0.31392000000000003 0.28833000000000003 0.10123500000000001 -0.41694999999999993 0.088395000000000015 0.12000500000000001 0.088880000000000015 -0.029404999999999997 0.091585000000000014 -0.10701499999999999 0.44128500000000004 0.11561500000000001 -0.019749999999999993 -0.40992999999999996 0.083250000000000005 0.083945000000000006 -0.0037099999999999998 1.0000000180025095e-35 0.118995 0.6214050000000001 -0.0005399999999999999 -0.080654999999999991 -0.081149999999999986 0.093845000000000026
decision_type=2 2 2 2 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 10 8 -8 14 -10 -2 -6 -5 19 17 16 -16 18 -1 -7 22 -17 -11 -22
right_child=5 -3 3 4 11 13 7 -9 9 20 -12 -13 -14 -15 15 21 -18 -19 -20 -21 23 -23 -24 -25
leaf_value=0.0045108622310726524 0.0013717165711753425 0.0012132504528672341 0.004648410824412209 0.0028604055419152122 0.0045277872052333608 0.0014744844858804083 0.0043039318131456233 0.0025858221967956056 0.0029736377547070997 0.0047054739434463262 0.0027116865814720962 0.003161086261007091 0.0017575184943064979 -1.6595560131449984e-05 0.0028962389372147856 0.0046306696741159137 0.0046244802065063288 0.0051496552919638233 0.0037755517493654948 0.00057155972922618477 0.0039816850843518124 0.0040537940962121341 0.0041417770397366178 0.0034876414155849285
leaf_weight=941 69 67 97 72 52 80 61 57 53 56 60 59 93 52 65 137 55 68 56 56 97 78 399 81
leaf_count=941 69 67 97 72 52 80 61 57 53 56 60 59 93 52 65 137 55 68 56 56 97 78 399 81
internal_value=0 0.00403777 0.0041112 0.00333068 0.00286747 0.00128234 0.00424328 0.00347421 0.00428677 0.00399782 0.00199515 0.00380157 0.00223893 0.000793102 0.00442834 0.00415903 0.00368856 0.00451303 0.00446959 0.00110288 0.00408353 0.0044215 0.00421121 0.00375701
internal_weight=0 2644 2577 373 276 317 2204 118 2086 686 129 111 165 188 1400 335 120 1065 997 136 633 215 455 178
internal_count=2961 2644 2577 373 276 317 2204 118 2086 686 129 111 165 188 1400 335 120 1065 997 136 633 215 455 178
is_linear=0
shrinkage=0.00235659


Tree=1197
num_leaves=31
num_cat=0
split_feature=1 155 1 12 12 12 1 150 1 1 160 40 12 49 16 40 0 1 0 16 16 0 16 42 42 0 42 0 16 16
split_gain=407.175 95.1819 41.0993 35.2112 27.7617 21.9529 16.2326 13.3618 12.8523 12.2207 10.1593 9.86456 9.3435 8.2944 9.93189 7.24222 5.80962 5.26274 4.85926 10.9092 4.01016 3.25993 3.24897 2.51232 2.37025 4.18544 2.48276 2.20228 1.55933 0.54728
threshold=0.10442000000000001 0.09198000000000002 0.13546500000000003 0.088325000000000015 0.056995000000000011 0.091585000000000014 0.085780000000000009 1.0000000180025095e-35 0.078705000000000011 0.15028500000000003 -1.0000000180025095e-35 -0.011594999999999999 0.10125500000000003 -0.042254999999999994 -0.25397999999999993 -0.025204999999999995 -0.073664999999999994 0.089245000000000005 -0.060094999999999989 0.27717500000000006 -1.0000000180025095e-35 -0.13409999999999997 0.060835000000000007 0.087325000000000014 -0.089024999999999979 -0.09194999999999999 0.11195000000000001 -0.085674999999999987 -0.012119999999999997 -0.077049999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 10 6 16 8 20 11 15 -2 -1 -5 -12 -15 -4 17 21 22 -20 -8 -6 24 27 29 -26 -27 -23 -25 -7
right_child=1 -3 9 12 5 18 7 -9 -10 -11 13 -13 -14 14 -16 -17 -18 -19 19 -21 -22 23 -24 28 25 26 -28 -29 -30 -31
leaf_value=0.004403868243813629 0.0023740679718655985 0.0049580961562123065 0.00039495411909182021 0.0040270199404227845 0.0051401131966553612 0.0042899665596353859 0.0031369475072649585 0.0021914795424472131 0.0051084937108791155 -0.00025699435266264786 0.0019349947383728013 0.0029099256519993532 0.0026149818422106634 0.0016466641132665211 0.00022440337598054189 0.0016037541760271293 0.0052342959283237641 0.0039148651481736739 0.0029243954715231957 0.0043925606152401021 0.0040242997540781717 0.0047115051971137528 0.0036528369746306483 0.0044092594479173009 0.0035459158607872203 0.0043404585277154132 0.003870917810400163 0.0044274400017503381 0.0039892288619630227 0.0046617749933494474
leaf_weight=54 82 60 52 53 52 52 69 70 56 59 85 57 66 60 63 77 67 97 77 54 60 362 102 206 81 215 107 334 78 54
leaf_count=54 82 60 52 53 52 52 69 70 56 59 85 57 66 60 63 77 67 97 77 54 60 362 102 206 81 215 107 334 78 54
internal_value=0 0.00195532 0.00165348 0.00209839 0.00418728 0.00430665 0.00355518 0.00307218 0.00413056 0.000685447 0.00162816 0.00363695 0.0032441 0.00133397 0.000918406 0.00111669 0.00451646 0.00447383 0.00396843 0.0035298 0.00354988 0.00452635 0.00406243 0.00449375 0.00414445 0.00405623 0.00418451 0.00457522 0.00429399 0.00447963
internal_weight=0 657 597 409 2304 1938 366 199 167 188 290 111 119 208 123 129 1196 1129 742 131 129 1032 611 980 509 403 322 696 284 106
internal_count=2961 657 597 409 2304 1938 366 199 167 188 290 111 119 208 123 129 1196 1129 742 131 129 1032 611 980 509 403 322 696 284 106
is_linear=0
shrinkage=0.00250084


Tree=1198
num_leaves=24
num_cat=0
split_feature=4 15 13 150 4 158 13 12 15 15 4 160 13 51 48 133 130 43 16 4 4 4 15
split_gain=20.6309 9.6673 8.42903 5.45823 5.72778 4.41298 5.12443 4.40328 4.2832 8.10437 21.1333 4.94246 4.14406 3.54872 2.34504 3.07632 2.9349 1.88592 1.65958 1.43241 2.34949 0.908741 0.52646
threshold=0.31392000000000003 -0.45775499999999997 -0.16392499999999996 0.082590000000000011 0.50027500000000014 0.085110000000000005 -0.097454999999999986 0.081685000000000021 0.021950000000000001 -0.037394999999999991 -0.44205499999999992 0.079515000000000016 -0.071964999999999987 0.081260000000000013 0.083540000000000017 -0.0036349999999999998 -0.071894999999999973 0.065040000000000014 0.0015850000000000003 -0.013359999999999999 0.053925000000000008 -0.036839999999999991 0.089545000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 13 4 -3 6 21 8 9 11 -11 -8 -2 -1 16 -16 -9 -18 -17 22 -21 -4 -7
right_child=1 3 5 -5 -6 19 7 14 -10 10 -12 -13 -14 -15 15 18 17 -19 -20 20 -22 -23 -24
leaf_value=0.0015791493041237136 0.00064465346696118448 -0.0038033990834572843 0.0046923470435552769 0.00096194613581358941 -0.0003391523544312161 0.004738358934818698 0.0032083567156275055 0.0040596755609125859 0.0033278405334069812 0.0035923448088222461 -0.0025732585376479723 0.00081262001669538803 0.0034891961068224536 -0.0013258664747821775 -5.0029993221835043e-05 0.0029062158538381544 0.0025550548762804811 0.0015860961307273089 0.001109300284825494 0.0018112397941350742 0.0038046388490411772 0.0032381028009827151 0.0035918412341206097
leaf_weight=55 78 57 59 61 65 52 126 77 72 57 93 97 56 52 52 86 1313 142 53 66 88 52 52
leaf_count=55 78 57 59 61 65 52 126 77 72 57 93 97 56 52 52 86 1313 142 53 66 88 52 52
internal_value=0 0.000206681 0.00235951 -0.000984481 -0.00195839 0.00245197 0.00233996 0.00225433 0.00154675 0.00120272 -0.000229762 0.00216665 0.00183405 0.00016657 0.00243702 0.00160275 0.00254098 0.00246055 0.00222167 0.00344099 0.00295088 0.00401185 0.00416592
internal_weight=0 317 2644 183 122 2537 2279 2168 445 373 150 223 134 107 1723 191 1532 1455 139 258 154 111 104
internal_count=2961 317 2644 183 122 2537 2279 2168 445 373 150 223 134 107 1723 191 1532 1455 139 258 154 111 104
is_linear=0
shrinkage=0.00797318


Tree=1199
num_leaves=15
num_cat=0
split_feature=15 13 15 15 14 2 13 158 49 43 400 393 2 158
split_gain=7.40472 7.12013 6.42103 6.16253 5.59347 3.44602 2.95437 2.88473 3.9951 2.46149 2.28812 2.39437 1.08194 1.52935
threshold=-0.26361999999999991 -0.16392499999999996 -0.45775499999999997 -0.082809999999999981 0.073890000000000011 -0.0098549999999999974 -0.071964999999999987 0.085110000000000005 0.15665000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.083910000000000012 0.084045000000000022 0.10668000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 5 9 -1 8 10 -3 11 -7 -9 -14
right_child=1 4 -4 -5 -6 7 -8 12 -10 -11 -12 -13 13 -15
leaf_value=0.00048671692470368498 0.0020232927475684627 -0.00061960621243006429 -0.001174244605893442 -0.0013445452985926842 0.003757303263491578 0.0017497446606221543 0.0027893118776325405 0.0034330652706553327 -0.0002903941873070694 0.0016729023973483825 0.0032535411671428364 0.0029033643550770523 0.003107084993137635 0.0015509457293079651
leaf_weight=79 55 56 93 76 92 1940 56 80 52 54 67 112 74 75
leaf_count=79 55 56 93 76 92 1940 56 80 52 54 67 112 74 75
internal_value=0 0.00181276 0.000374769 6.8808e-05 0.00190053 0.00183244 0.00144247 0.00189324 0.00180684 0.000505063 0.00185834 0.00181275 0.00271203 0.00232434
internal_weight=0 2733 228 131 2602 2510 135 2400 2171 110 2119 2052 229 149
internal_count=2961 2733 228 131 2602 2510 135 2400 2171 110 2119 2052 229 149
is_linear=0
shrinkage=0.00766357


Tree=1200
num_leaves=24
num_cat=0
split_feature=4 2 124 2 457 47 2 133 133 16 133 16 43 16 158 2 2 4 474 2 130 481 475
split_gain=222.824 79.3564 35.1393 20.778 14.8583 11.5624 10.5545 9.67703 9.0219 12.1509 8.77364 8.23201 6.72051 5.52343 5.48528 5.22104 4.78809 3.62195 3.18036 6.62644 3.47343 1.40893 0.467562
threshold=0.31392000000000003 0.13388500000000003 -0.048219999999999992 0.089795000000000014 0.081330000000000013 0.11224000000000002 -0.069044999999999981 0.086975000000000011 0.047685000000000005 0.31625000000000009 0.087720000000000006 -0.010504999999999999 -0.081139999999999976 -0.40430999999999989 0.081110000000000015 0.14808000000000002 0.12665000000000001 0.032770000000000001 0.08641500000000002 0.08598500000000002 -0.004514999999999999 -0.014304999999999998 -0.0052149999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 8 14 -2 -1 9 11 -10 -5 -8 16 18 -3 -14 -12 20 -20 -4 -16 -11
right_child=6 15 3 4 -6 -7 12 -9 10 22 17 -13 13 -15 21 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0031658762745720142 0.0025451245208642738 0.002442472606000686 0.0044282360526784791 0.0035590681865801956 0.0026158539361677917 0.0031884528899068492 0.00074784722318557803 0.0018948719657364025 0.0048826109951992692 0.0043789690867376968 0.0040320141333956266 0.0028344960845132798 0.0017407293137870203 0.0022252186724917478 0.0042938386988332538 0.0014828280424367343 0.00081868788073637762 0.0034805430580251997 0.003127071787420806 0.0042925406716182004 0.0040636664474763056 0.0048060238281960746 0.0040577963564601581
leaf_weight=93 59 59 172 271 74 77 60 52 54 53 201 129 79 63 52 68 52 100 56 53 997 75 56
leaf_count=93 59 59 172 271 74 77 60 52 54 53 201 129 79 63 52 68 52 100 56 53 997 75 56
internal_value=0 0.0037476 0.00383765 0.00390519 0.00363047 0.00407905 0.00164668 0.00271024 0.00371734 0.00351583 0.0040062 0.00332546 0.00143789 0.00165118 0.00412784 0.00192885 0.00137492 0.00384888 0.00408124 0.003694 0.00411733 0.00459651 0.00421419
internal_weight=0 2692 2565 2420 938 1482 313 145 864 509 355 400 254 194 1405 127 131 301 1278 109 1169 127 109
internal_count=3005 2692 2565 2420 938 1482 313 145 864 509 355 400 254 194 1405 127 131 301 1278 109 1169 127 109
is_linear=0
shrinkage=0.00235659


Tree=1201
num_leaves=21
num_cat=0
split_feature=1 3 39 1 14 16 39 3 3 42 16 1 1 3 51 3 1 49 15 475
split_gain=530.286 108.257 41.2574 34.234 27.6486 25.4351 24.5815 18.2063 16.3815 18.7443 15.7859 14.4475 11.3909 8.72214 6.97576 6.37897 4.98045 3.98726 3.64024 2.81027
threshold=0.10423500000000001 -0.055994999999999996 0.0047850000000000011 0.13654500000000003 0.064610000000000015 0.26411500000000004 0.087735000000000021 0.10402500000000002 -0.11749 0.12334500000000002 0.08215500000000002 0.088035000000000016 0.11539500000000001 -0.0066499999999999988 0.090170000000000014 -0.081224999999999978 0.15028500000000003 0.10253500000000002 -0.09547499999999999 -0.085719999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 6 7 12 14 8 10 15 -1 -4 -2 -8 18 19 -5 -17 -3 -10
right_child=1 3 11 16 -6 -7 13 -9 9 -11 -12 -13 -14 -15 -16 17 -18 -19 -20 -21
leaf_value=0.0037239901803001177 0.0040974270182444665 0.0031708563025212573 0.0044842739335919065 0.0014358823681780574 0.0064225150131866238 0.0049793231381854821 0.0022481789950463764 0.0037651114710396628 0.005823105592074519 0.0038660331023321784 0.0052935462864330263 0.00283726604006882 0.0027336145739242654 0.00088860339001148488 0.0036560231783321121 0.0051204914858641801 0.00055031914365629266 0.0045994526742831809 0.0023711351954540092 0.0053088645031579042
leaf_weight=88 64 52 63 93 89 91 52 57 64 59 60 56 73 53 59 731 57 93 82 969
leaf_count=88 64 52 63 93 89 91 52 57 64 59 60 56 73 53 59 731 57 93 82 969
internal_value=0 0.00269092 0.00506186 0.00201804 0.00513468 0.00401297 0.00248029 0.00508062 0.00511694 0.00517536 0.00436047 0.00370942 0.00337091 0.00156216 0.00297965 0.00521695 0.00109954 0.00506172 0.00268166 0.00534075
internal_weight=0 676 2329 448 2210 228 298 2121 2064 1916 148 119 137 105 193 1857 150 824 134 1033
internal_count=3005 676 2329 448 2210 228 298 2121 2064 1916 148 119 137 105 193 1857 150 824 134 1033
is_linear=0
shrinkage=0.00235659


Tree=1202
num_leaves=29
num_cat=0
split_feature=4 3 3 39 3 4 10 49 3 39 12 475 13 12 3 13 12 49 3 42 15 15 4 13 12 12 3 12
split_gain=606.541 211.657 86.776 48.2221 28.4314 25.3332 21.8819 16.9253 12.8098 19.691 11.2216 10.4021 9.18123 24.8042 17.5279 9.83268 8.15436 7.84015 9.91591 7.27228 5.24843 3.14803 6.97644 3.73064 2.30939 2.29756 2.19476 1.80261
threshold=0.31392000000000003 -0.066229999999999997 0.28833000000000003 0.0047850000000000011 -0.13827999999999999 0.043640000000000005 -0.00189 0.11308500000000002 0.15937000000000004 0.088025000000000006 0.090805000000000011 -0.064294999999999991 -0.085414999999999991 0.082595000000000016 -0.14539499999999997 -0.095139999999999988 -0.088999999999999982 0.0065400000000000015 0.10402500000000002 0.086335000000000009 0.10028500000000001 0.043560000000000008 -0.080954999999999985 -0.069029999999999994 0.098785000000000012 0.087695000000000009 -0.14186499999999996 0.085685000000000025
decision_type=2 2 2 2 2 2 2 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 -2 12 -5 11 9 -6 -7 -3 14 -14 -1 -16 -8 18 -13 20 26 23 -23 -21 -12 27 -15 -17
right_child=4 2 -4 6 8 10 16 -9 -10 -11 24 17 13 19 15 25 -18 -19 -20 21 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=0.014797687324040139 0.010850173438847213 0.01180702908577505 0.0095167712041356444 0.010012743173400687 0.01034243039616848 0.013159657717375074 0.012166780023997964 0.011348308195491688 0.0084909316625642536 0.0088647251919709673 0.012461041235426891 0.012882734070029453 0.011789829809507064 0.013833215150751435 0.012789027645235436 0.013636137525695907 0.011115630037119637 0.013537976986833771 0.011828071378588528 0.013078054426890614 0.012780526079898642 0.013815761795783608 0.013055786991285971 0.012417457150708067 0.011899438595658283 0.01326813818700257 0.013457392418452627 0.014105754186665152
leaf_weight=53 76 56 68 53 89 103 73 52 65 83 85 206 53 90 83 182 69 61 54 187 52 82 202 54 64 65 591 54
leaf_count=53 76 56 68 53 89 103 73 52 65 83 85 206 53 90 83 182 69 61 54 187 52 82 202 54 64 65 591 54
internal_value=0 0.012892 0.0118538 0.0121085 0.00968959 0.0132511 0.0112096 0.012517 0.00931732 0.00962949 0.0126041 0.0126781 0.0133444 0.0132526 0.0136196 0.013457 0.0116562 0.01283 0.0126638 0.0133143 0.0134556 0.0131169 0.0132753 0.0129301 0.01222 0.0136411 0.0135071 0.0137437
internal_weight=0 2692 692 624 313 2000 195 429 237 172 252 377 1748 1311 437 384 142 321 260 1258 733 525 284 241 149 301 681 236
internal_count=3005 2692 692 624 313 2000 195 429 237 172 252 377 1748 1311 437 384 142 321 260 1258 733 525 284 241 149 301 681 236
is_linear=0
shrinkage=0.00217713


Tree=1203
num_leaves=30
num_cat=0
split_feature=1 155 3 39 12 1 12 1 12 3 43 1 16 3 3 16 3 156 402 402 51 43 133 12 3 43 133 3 16
split_gain=341.82 74.9342 45.6685 32.4087 18.6496 18.7057 16.4535 14.4311 10.9811 10.3122 10.1681 8.86139 8.12065 7.99047 7.61982 7.06553 6.29802 5.30495 3.36073 6.5113 4.37123 3.50347 2.83454 2.04964 1.40395 1.38288 1.97621 0.858873 0.258121
threshold=0.10423500000000001 0.10022500000000002 0.3148450000000001 0.089030000000000012 0.056995000000000011 0.085720000000000005 0.088325000000000015 0.076160000000000019 0.11755500000000001 -0.010724999999999998 -0.0101 0.11477000000000001 -1.0000000180025095e-35 -0.0024599999999999995 -0.081224999999999978 0.10923000000000001 0.143375 -0.0039599999999999991 0.090075000000000002 0.08406000000000001 0.0033150000000000007 -0.025079999999999995 -0.0078599999999999972 0.088365000000000013 -0.077314999999999981 -0.066724999999999993 0.50599500000000008 -0.077664999999999998 -0.28430999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 5 7 9 -1 14 -2 -7 -8 -12 -5 17 22 28 -6 19 20 -19 -20 23 -16 -25 27 -27 -24 -11
right_child=1 -3 -4 13 8 10 11 -9 -10 16 12 -13 -14 -15 15 -17 -18 18 21 -21 -22 -23 25 24 -26 26 -28 -29 -30
leaf_value=0.0036151224740049977 0.001643655496100649 0.004643269930489427 0.0006885213616580054 0.0018411542986058738 0.004867099599790304 0.0024710713641641732 0.0038861931648234457 0.0049473887163305856 0.0033310981766484947 0.0027955566580746974 0.0030441191390164954 0.0028076904602123733 0.0040953320583791575 0.00079544933354496969 0.0046153088209757841 0.0034083824966312389 0.00199601853941145 0.0041598089857910105 0.0049316863682085221 0.0034497965161145823 0.0046440823462900061 0.0042310292321923165 0.0039169766880325181 0.0038678400214847163 0.00428764748551313 0.0036188721687965939 0.0041214525089697971 0.0042045825811097906 0.0030177962933711526
leaf_weight=95 75 57 91 93 59 67 55 61 80 54 80 95 58 52 52 93 52 879 57 55 95 78 106 62 94 111 54 93 52
leaf_count=95 75 57 91 93 59 67 55 61 80 54 80 95 58 52 52 93 52 879 57 55 95 78 106 62 94 111 54 93 52
internal_value=0 0.0023011 0.00208538 0.00232609 0.00402523 0.00357878 0.00265153 0.00413622 0.00410711 0.00229623 0.00315447 0.00320329 0.0034861 0.0014663 0.00413998 0.00395558 0.00260585 0.00424023 0.00420843 0.00416661 0.00420707 0.00452703 0.0040445 0.00424465 0.00412095 0.00393008 0.00378349 0.0040515 0.0029048
internal_weight=0 676 619 528 2329 361 383 156 1968 233 205 150 138 145 1888 665 158 1223 1164 1029 974 135 572 208 156 364 165 199 106
internal_count=3005 676 619 528 2329 361 383 156 1968 233 205 150 138 145 1888 665 158 1223 1164 1029 974 135 572 208 156 364 165 199 106
is_linear=0
shrinkage=0.00213444


Tree=1204
num_leaves=15
num_cat=0
split_feature=1 33 1 3 3 43 52 12 1 130 43 123 1 52
split_gain=15.2357 6.69983 4.05988 4.28769 3.8161 4.5524 4.49213 3.63648 3.62644 2.61167 3.01181 3.28686 2.82735 1.76995
threshold=0.12000500000000001 1.0000000180025095e-35 0.10910500000000002 0.11391500000000002 -0.053364999999999996 -0.073079999999999992 0.087275000000000005 -0.064689999999999984 0.11206000000000001 -0.083579999999999988 -0.50775499999999985 0.084000000000000005 0.083250000000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -2 -6 7 -7 -4 -1 -11 12 -12 -10
right_child=4 -3 8 -5 5 6 -8 -9 13 10 11 -13 -14 -15
leaf_value=0.0038001847148011899 0.0023493286925514146 0.0049043785607572809 9.2237311808387979e-05 0.00074238184727807395 -0.00077520174965228306 0.0031502010916884655 -0.00045333035520797512 0.00090147120884290016 0.0028349531543015831 0.00099694246711320425 0.0027421062915435443 0.0041274653393501134 0.0022192030586479614 0.0014412168790109215
leaf_weight=82 76 53 52 55 72 56 52 75 79 52 1484 63 670 84
leaf_count=82 76 53 52 55 72 56 52 75 79 52 1484 63 670 84
internal_value=0 0.00255455 0.002507 0.00258555 0.00103681 0.000645344 0.00120464 0.0018633 0.00162773 0.00262864 0.00258627 0.00262351 0.00257949 0.00211715
internal_weight=0 2674 2621 2406 331 255 183 131 215 2351 2269 2217 2154 163
internal_count=3005 2674 2621 2406 331 255 183 131 215 2351 2269 2217 2154 163
is_linear=0
shrinkage=0.0066716


Tree=1205
num_leaves=20
num_cat=0
split_feature=4 148 2 51 43 160 160 51 4 132 43 4 4 401 1 43 2 1 1
split_gain=9.13926 7.8228 7.54033 5.34923 4.93397 3.73826 3.55285 4.98614 4.21116 3.21213 3.36906 5.49833 3.77812 3.09727 4.15072 2.60945 2.51185 3.0656 2.00479
threshold=0.028075000000000006 -1.0000000180025095e-35 0.13631000000000001 -0.22508999999999998 -0.14968999999999996 1.0000000180025095e-35 -0.53327999999999987 0.108005 -0.025079999999999995 -0.10994 -0.0035149999999999995 -0.22295999999999996 -0.15764999999999998 0.085625000000000021 0.14450000000000005 -0.029255 0.090020000000000017 0.12200500000000002 0.083670000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 13 -5 9 -9 -8 12 -12 -11 14 16 -7 17 -6 -18
right_child=1 4 -4 6 5 15 7 8 -10 10 11 -13 -14 -15 -16 -17 18 -19 -20
leaf_value=0.0040984254598361086 -0.00090793487077737913 -0.00044523456452322675 0.00012748605758237605 0.00088487190856759114 0.0027741782532597981 0.0018011042172890611 0.0036139589529696078 0.0049184046285257448 0.0025544111317822352 0.00052741202264465286 0.0028649430252992956 0.001317233318048237 0.002369076604871098 -0.0001252425728099537 0.0033678015857935379 0.003706625200612219 0.0015795386185962776 0.00080790377947732687 0.000412639188238724
leaf_weight=66 65 53 79 92 96 69 63 53 92 52 132 454 1112 52 52 60 126 56 137
leaf_count=66 65 53 79 92 96 69 63 53 92 52 132 454 1112 52 52 60 126 56 137
internal_value=0 0.00130549 0.00215217 0.00222773 0.00151083 0.00167093 0.00216746 0.00222769 0.00341898 0.00213238 0.002079 0.00166599 0.00228686 0.001418 0.00159 0.00268795 0.00136706 0.00205023 0.000971957
internal_weight=0 766 2195 2116 701 648 2050 1958 145 1813 1750 586 1164 519 467 129 415 152 263
internal_count=2961 766 2195 2116 701 648 2050 1958 145 1813 1750 586 1164 519 467 129 415 152 263
is_linear=0
shrinkage=0.0066716


Tree=1206
num_leaves=22
num_cat=0
split_feature=4 2 150 376 2 39 150 475 11 11 15 160 4 13 4 4 13 160 4 4 4
split_gain=230.045 77.1406 67.6408 32.7075 27.2982 11.4225 11.3858 9.75102 7.46899 6.47975 6.03859 6.20132 9.18553 5.75583 9.24911 7.68038 6.7152 5.29607 2.5066 2.10032 3.65095
threshold=0.31392000000000003 0.099965000000000012 0.082085000000000019 0.076485000000000011 0.14132000000000003 0.0039300000000000003 0.089155000000000012 -1.0000000180025095e-35 0.079700000000000007 0.077600000000000016 0.095010000000000025 0.019875 -0.44205499999999992 0.032645000000000007 -0.17568999999999999 -0.088709999999999983 0.065520000000000009 -0.075199999999999975 -0.081244999999999998 0.41823000000000005 0.51292000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 5 10 8 -8 13 17 11 12 -3 14 -1 -16 -15 -2 -18 -19 -21
right_child=9 2 -4 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 16 15 -17 18 19 -20 20 -22
leaf_value=0.005603927430799056 0.0023152313244133404 0.0046289202857215436 0.0014602429118960611 0.0027227214159875656 0.0022550918419235785 0.0029137832948687237 0.0045032734817530224 0.0031109113961291729 0.0056145633622577016 0.0027549542220018141 0.0048561155630441558 0.004785958426930568 0.0035161537350558037 0.003408153205260001 0.0036637791610130647 0.0046597773136752953 0.0048341145189674511 0.001090979896407901 0.0041559732835118506 0.0020749158203668744 0.0011796001191038063
leaf_weight=71 78 76 101 69 67 53 77 66 54 52 85 65 169 56 57 1416 75 62 81 74 57
leaf_count=71 78 76 101 69 67 53 77 66 54 52 85 65 169 56 57 1416 75 62 81 74 57
internal_value=0 0.00426895 0.00344653 0.00451948 0.00383602 0.00407239 0.00458295 0.00386084 0.00463998 0.00189592 0.00422777 0.00405539 0.00386145 0.00460999 0.00466646 0.00462125 0.00419861 0.00173098 0.00448218 0.00149471 0.00168557
internal_weight=0 2638 616 2022 515 448 1953 143 1810 323 395 310 245 1756 1544 1473 212 271 156 193 131
internal_count=2961 2638 616 2022 515 448 1953 143 1810 323 395 310 245 1756 1544 1473 212 271 156 193 131
is_linear=0
shrinkage=0.00265391


Tree=1207
num_leaves=21
num_cat=0
split_feature=4 147 12 4 1 34 1425 402 12 51 16 43 4 51 51 157 52 0 1 51
split_gain=7.10657 6.64111 5.64952 14.5569 7.09841 4.26529 3.96769 3.55434 5.93186 3.44482 4.15959 5.97152 5.32225 4.94062 4.67758 3.29906 2.93822 2.30018 1.36947 0.469478
threshold=0.028075000000000006 0.089245000000000005 -1.0000000180025095e-35 -0.03463999999999999 0.10198500000000001 -0.028269999999999997 0.082985000000000017 0.093725000000000017 -0.097314999999999985 -0.22508999999999998 0.24100000000000002 -0.078734999999999986 -0.37626499999999991 -0.090939999999999979 -0.085384999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.062714999999999979 0.11097000000000001 -0.10183499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 -5 -2 9 8 -7 -4 12 -12 -11 -14 -15 -10 18 -18 -17 -13
right_child=1 -3 6 4 -6 7 -8 -9 15 10 11 19 13 14 -16 16 17 -19 -20 -21
leaf_value=-0.0022947726849308495 -0.00055619841573844675 -0.0011256836391490724 0.0044566251481642592 0.0049448350057204179 0.00076005071498685668 0.0046563004868289837 0.0046306299935378161 -1.51050941320513e-05 -0.00012520962540421516 0.0049351098200065028 -0.00064830695205678733 0.0018794682584912404 0.00010019663306513159 0.0049751566127393763 0.002444147005332744 0.0040589890468089845 0.0019879542915527994 0.00030399156883314463 0.0022498828878690222 0.0029911658523184923
leaf_weight=61 53 62 58 53 59 56 60 61 54 61 72 52 60 52 1553 60 295 69 56 54
leaf_count=61 53 62 58 53 59 56 60 61 54 61 72 52 60 52 1553 60 295 69 56 54
internal_value=0 0.00147618 0.00240455 0.00096496 0.00274114 0.00170545 0.00252767 0.00188971 0.0020868 0.00246332 0.00240255 0.00119425 0.00252711 0.00243883 0.0025262 0.00181717 0.00203588 0.00166898 0.00318639 0.00244664
internal_weight=0 766 2195 173 112 704 2022 651 590 1962 1904 178 1726 1665 1605 534 480 364 116 106
internal_count=2961 766 2195 173 112 704 2022 651 590 1962 1904 178 1726 1665 1605 534 480 364 116 106
is_linear=0
shrinkage=0.00829529


Tree=1208
num_leaves=25
num_cat=0
split_feature=1 3 1 52 0 40 15 0 0 3 150 0 11 16 0 43 0 151 124 1 13 13 1 3
split_gain=222.516 34.1251 33.5048 23.4855 21.7731 20.6101 20.8539 17.526 16.7436 15.9834 8.22219 14.8612 11.8825 8.21356 6.06183 6.06001 5.86393 5.60205 4.90115 4.34041 4.31565 3.62741 3.58842 2.12105
threshold=0.11359000000000001 0.28833000000000003 0.098395000000000024 -0.41694999999999993 -0.13619499999999998 -0.0063949999999999988 -0.15973499999999999 -0.061204999999999989 -0.048199999999999993 -0.115685 0.089810000000000015 -0.088084999999999983 1.0000000180025095e-35 0.0077850000000000011 -0.18240499999999996 -0.064539999999999986 -0.072039999999999979 -0.092609999999999984 -0.014429999999999998 0.10651500000000001 -1.0000000180025095e-35 -0.100615 0.14195000000000002 -0.085674999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 -4 14 18 -7 10 19 -9 12 -12 13 17 -5 23 -8 -1 -2 -6 -11 -19 -3 -15
right_child=1 22 3 4 8 6 16 9 -10 20 11 -13 -14 15 -16 -17 -18 21 -20 -21 -22 -23 -24 -25
leaf_value=0.0047751563066504264 0.0020363547225224887 0.0012206712680302328 0.0041839606520570755 0.0024545600869900343 0.0033561739435297856 0.0016523110835986346 0.0026660215000309444 0.0022637040408091265 0.0021535654634269536 0.0032746213613188695 0.0023752876819683362 0.0040062399112740154 0.0048803502262747735 0.0041099816114062082 0.0013140374823330271 0.0028283689914107187 0.0036570810017480166 0.0034124378263511814 0.0011190198886865082 0.0043162778273381202 0.0040418530541793266 0.0040102986281117499 0.00036690179783598954 0.0035729402583664083
leaf_weight=54 67 57 83 54 58 66 56 68 52 89 53 83 82 62 54 54 91 62 68 52 82 1315 57 142
leaf_count=54 67 57 83 54 58 66 56 68 52 89 53 83 82 62 54 54 91 62 68 52 82 1315 57 142
internal_value=0 0.00193576 0.00375173 0.00306513 0.0027211 0.0023097 0.00277557 0.00386466 0.00327865 0.00325045 0.00394163 0.00337084 0.00398545 0.00394198 0.00188454 0.00354636 0.00327971 0.00401329 0.00157448 0.00381027 0.00364268 0.0039834 0.000794012 0.00373628
internal_weight=0 462 2499 353 270 348 213 2146 162 239 1907 136 1771 1689 108 258 147 1431 135 110 171 1377 114 204
internal_count=2961 462 2499 353 270 348 213 2146 162 239 1907 136 1771 1689 108 258 147 1431 135 110 171 1377 114 204
is_linear=0
shrinkage=0.00240373


Tree=1209
num_leaves=18
num_cat=0
split_feature=150 106 0 13 0 3 1429 0 15 0 3 1452 0 0 151 160 12
split_gain=8.18381 9.76603 5.53857 10.5557 6.01055 5.16343 4.685 4.37972 4.31589 3.32307 3.64865 3.26351 3.92446 10.6839 3.46085 2.83038 2.56288
threshold=0.089155000000000012 0.085650000000000018 -0.00077999999999999999 0.10077500000000002 0.048235000000000007 -0.13392999999999997 0.048630000000000007 -0.14385499999999998 -0.41343999999999997 -0.096444999999999989 0.097775000000000015 0.086470000000000005 -0.13165999999999997 -0.14606999999999998 -0.085604999999999987 -0.074049999999999991 0.095230000000000023
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 9 -1 15 10 -2 12 13 -10 -14 -7 -6
right_child=6 -3 3 -5 16 8 -8 -9 11 -11 -12 -13 14 -15 -16 -17 -18
leaf_value=0.0021321886902668803 -0.001989415360975395 -0.0012618819124528681 -0.00034578798142942613 -0.0018921603546421639 0.0032474896787262736 0.0017070544997079297 0.0021294711101021682 0.0047791931251534867 0.0020640450513623805 0.0010612818251479238 0.00057506946256074686 0.0033874280731033329 0.0033646885023988857 -0.0018121577451075618 0.001992495396217763 -0.00072266825480476625 0.0012070223674371609
leaf_weight=69 65 53 56 57 91 52 76 67 135 91 56 92 106 54 1736 52 53
leaf_count=69 65 53 56 57 91 52 76 67 135 91 56 92 106 54 1736 52 53
internal_value=0 0.00186764 0.00193098 0.000903494 0.00170065 0.0020427 0.000560371 0.00343681 0.00195752 -1.76506e-06 -0.000801896 0.00202931 0.00196775 0.000956142 0.0020715 0.000491437 0.00249703
internal_weight=0 2673 2620 257 200 2363 288 136 2227 212 121 2123 2031 189 1842 104 144
internal_count=2961 2673 2620 257 200 2363 288 136 2227 212 121 2123 2031 189 1842 104 144
is_linear=0
shrinkage=0.00736598


Tree=1210
num_leaves=31
num_cat=0
split_feature=2 400 403 14 131 2 43 2 475 475 43 160 2 3 4 47 49 43 402 151 39 403 3 2 15 4 132 43 403 159
split_gain=7.62376 9.29027 4.68178 4.7411 6.39559 6.23063 6.27785 4.28157 3.38801 2.74549 2.30527 3.60939 3.54698 4.96864 3.25178 3.75582 3.14144 2.87018 2.32713 2.16558 2.04917 2.04205 2.0142 2.0071 1.96248 1.83899 1.77233 1.75212 1.56541 1.30011
threshold=0.091290000000000024 -0.054474999999999989 -0.00080999999999999985 -1.0000000180025095e-35 0.08103500000000001 0.153865 -0.073404999999999984 0.096325000000000008 -0.085684999999999997 -0.087994999999999976 -0.055679999999999993 -0.093794999999999989 0.085730000000000015 -0.096599999999999991 -0.075324999999999989 0.094160000000000008 -0.080264999999999989 1.0000000180025095e-35 0.0038750000000000004 -0.083134999999999987 0.088485000000000008 -1.0000000180025095e-35 -0.080734999999999987 0.072175000000000017 -0.015824999999999995 -0.080954999999999985 0.049725000000000005 -0.0018599999999999999 -0.23730999999999999 0.087410000000000015
decision_type=2 2 2 2 2 2 2 2 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 28 -4 5 6 19 -8 9 -1 11 24 13 -12 21 17 -13 -16 22 -5 26 25 27 -23 -10 -15 29 -14 -3 -18
right_child=1 2 3 4 -6 -7 7 -9 10 -11 12 16 18 14 15 -17 20 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022202688784667387 -0.0019250830480084615 0.0020547534431989618 0.0028550019110260378 0.003751167774186106 -0.0015568533429654845 -0.0010573752810799999 -0.00052412663268008592 0.0012460975972535826 -0.00040400801986214955 0.0046636314747175783 0.0045981787178457825 7.2925910658220921e-05 0.0013343367476442857 0.0027375538604027202 0.0049838192936440592 0.0014538057299655969 0.0022911117209824939 0.0026389816889351263 0.0027364294108469253 0.0020028468069524111 0.0034758063071583028 -7.3595722367753372e-05 0.0019274831613017959 0.0020125043160419014 0.0015397014640786005 0.0010854750185172858 0.00078424953893582922 -0.00065772123641086365 0.0038299613295243395 0.0011561010466083314
leaf_weight=59 53 67 102 52 53 67 104 422 70 54 68 52 56 166 70 54 380 59 73 263 58 53 97 60 58 55 72 52 56 74
leaf_count=59 53 67 102 52 53 67 104 422 70 54 68 52 56 166 70 54 380 59 73 263 58 53 97 60 58 55 72 52 56 74
internal_value=0 0.0012762 0.00141933 0.00125212 0.00108191 0.00123602 0.00141883 0.000895933 0.00207875 0.00338863 0.00198773 0.00167459 0.00226485 0.00261051 0.00234892 0.0031871 0.00191566 0.00391202 0.00153716 0.00229172 0.0020796 0.00188943 0.00110969 0.00103333 0.000476083 0.00232678 0.00192549 0.000374425 0.00286366 0.00210629
internal_weight=0 1239 1186 1063 961 908 841 526 1740 113 1627 764 863 585 517 183 636 129 278 315 584 334 205 113 128 221 526 108 123 454
internal_count=2979 1239 1186 1063 961 908 841 526 1740 113 1627 764 863 585 517 183 636 129 278 315 584 334 205 113 128 221 526 108 123 454
is_linear=0
shrinkage=0.00781684


Tree=1211
num_leaves=29
num_cat=0
split_feature=1 3 1 150 14 1 10 0 39 52 3 160 0 15 3 0 51 15 0 52 0 52 133 52 52 133 52 0
split_gain=312.567 71.5137 34.2294 31.2552 24.2932 17.693 16.1909 16.1553 13.5293 12.7921 7.81082 7.33661 5.85153 5.80171 5.54861 7.84922 6.60821 5.35202 4.71707 4.71681 6.89712 3.21639 2.95729 2.45258 2.7104 2.92729 2.11863 4.37181
threshold=0.10557500000000002 -0.055389999999999988 0.092845000000000025 1.0000000180025095e-35 0.064610000000000015 0.122715 -0.013164999999999998 -0.06952499999999999 0.089155000000000012 -0.22118499999999996 -0.14884499999999998 -0.043349999999999993 -0.072624999999999981 -0.19153499999999998 -0.079724999999999976 -0.10726999999999999 -0.033649999999999992 -0.064619999999999983 -0.079554999999999987 0.12109500000000002 -0.090939999999999979 -0.087094999999999992 0.087720000000000006 -0.42198999999999992 -0.019454999999999997 0.056015000000000002 -0.069894999999999985 -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 2 2 2
left_child=2 5 4 19 7 9 -3 13 12 -2 -11 -9 26 -1 15 -15 -16 -18 -10 20 -4 -22 -17 -13 -25 -26 -8 -28
right_child=1 6 3 -5 -6 -7 8 11 18 10 -12 23 -14 14 16 22 17 -19 -20 -21 21 -23 -24 24 25 -27 27 -29
leaf_value=0.0050598463348530114 0.0047255173810815919 0.00058701860306807662 0.0029028023612170371 0.0020307276802330331 0.0055224575292715499 0.0021793218342844524 0.0016485067580412067 0.0030995198915030778 0.00085201622763497872 0.0026386751758873872 0.003884159986051179 0.0043784693201521022 0.0029106460236690613 0.0034878583932702236 0.0033948036056207064 0.0044857717821107741 0.0039014985069907001 0.0044635802544622134 0.0017442060021188612 0.0043876805833732088 0.0042741372896434792 0.0035532241477169409 0.0042049865237061019 0.0033419134867192953 0.0036410513793284638 0.0043798883369282476 0.001766641220572055 0.0027090379402014632
leaf_weight=55 52 61 52 69 82 52 54 80 65 52 61 53 57 54 71 791 191 188 67 62 69 70 288 52 64 57 57 53
leaf_count=55 52 61 52 69 82 52 54 80 65 52 61 53 57 54 71 791 191 188 67 62 69 70 288 52 64 57 57 53
internal_value=0 0.00228321 0.00415153 0.0034374 0.00426501 0.00337913 0.00170871 0.00421196 0.00190247 0.0037571 0.00331124 0.00371432 0.00225918 0.00430491 0.00427866 0.00436688 0.00405649 0.00418038 0.00130506 0.00382094 0.00363684 0.00391127 0.00441085 0.00393184 0.00379486 0.00398931 0.00203261 0.00222093
internal_weight=0 631 2348 322 2026 217 414 1944 353 165 113 306 221 1638 1583 1133 450 379 132 253 191 139 1079 226 173 121 164 110
internal_count=2979 631 2348 322 2026 217 414 1944 353 165 113 306 221 1638 1583 1133 450 379 132 253 191 139 1079 226 173 121 164 110
is_linear=0
shrinkage=0.00235659


Tree=1212
num_leaves=20
num_cat=0
split_feature=4 2 123 2 150 39 0 4 4 129 13 2 2 4 12 4 13 3 4
split_gain=301.236 119.914 56.7805 38.7186 40.5577 17.269 15.0745 12.8503 11.7953 11.6478 10.8098 8.6148 7.67334 6.86139 9.13693 4.82972 4.37268 4.01393 2.125
threshold=0.31392000000000003 0.14132000000000003 1.0000000180025095e-35 0.095850000000000005 0.082085000000000019 0.088025000000000006 -0.060094999999999989 -0.39175499999999991 -0.098074999999999982 0.083390000000000006 -0.092984999999999984 0.12750000000000003 0.086365000000000011 0.043640000000000005 0.090885000000000007 -0.060239999999999995 -0.085414999999999991 -0.0013299999999999998 0.41823000000000005
decision_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 9 11 8 -8 -1 10 -5 18 -4 16 -15 -12 -10 -7 -2
right_child=5 -3 12 4 -6 17 7 -9 13 -11 15 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0060847253430376929 0.0025770278753442055 0.0020155733314669915 0.0026054846828763565 0.0037704898880956154 0.0025493549201588898 0.0018535591409884126 0.0051569512258867137 0.0035355174083595061 0.0053778774051118743 0.0035729773880629014 0.0051593878579088131 0.0018722459562994103 0.0037608163482060301 0.0050873953920143227 0.0039016623401482583 0.0046271936739139853 0.005068327158221188 0.00091111947813409975 0.0032002520596828804
leaf_weight=76 57 96 54 64 66 54 52 68 374 61 180 68 97 99 65 243 1070 55 80
leaf_count=76 57 96 54 64 66 54 52 68 374 61 180 68 97 99 65 243 1070 55 80
internal_value=0 0.00470645 0.00480699 0.00489811 0.004366 0.0021673 0.0050792 0.00423836 0.0051391 0.00458474 0.00471142 0.00258671 0.00334782 0.00509439 0.0046176 0.00485372 0.00514852 0.00137826 0.00294115
internal_weight=0 2665 2569 2418 614 314 1804 120 1684 548 487 205 151 1608 164 423 1444 109 137
internal_count=2979 2665 2569 2418 614 314 1804 120 1684 548 487 205 151 1608 164 423 1444 109 137
is_linear=0
shrinkage=0.0024518


Tree=1213
num_leaves=27
num_cat=0
split_feature=2 4 457 40 30 12 51 2 12 12 0 0 2 4 51 0 2 483 160 12 4 0 0 0 0 12
split_gain=6.72256 4.23334 4.68299 3.3564 3.17419 2.53489 6.31733 5.63827 4.60861 2.39609 3.7847 7.61022 3.33089 2.97561 2.25129 3.21067 2.38282 2.1666 3.08373 5.45844 3.10959 1.91714 1.84016 2.57439 0.6723 0.846926
threshold=0.091290000000000024 -0.0086549999999999978 0.08351500000000002 -0.07990499999999999 0.08981500000000002 0.081685000000000021 -0.087829999999999978 0.11043500000000002 0.089395000000000016 0.098785000000000012 -0.10147999999999999 -0.11742499999999999 0.083185000000000023 0.053330000000000009 -0.24168999999999999 -0.06952499999999999 0.13673000000000005 -0.021034999999999995 0.086035000000000014 -0.032329999999999991 -0.10429499999999998 -0.046614999999999997 -0.15530999999999998 -0.11742499999999999 -0.071524999999999991 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
left_child=4 5 3 -3 9 6 -2 -8 -7 10 11 12 -1 -11 -5 22 -17 -12 19 -19 -21 24 -16 -24 25 -10
right_child=1 2 -4 14 -6 8 7 -9 21 13 17 -13 -14 -15 15 16 -18 18 -20 20 -22 -23 23 -25 -26 -27
leaf_value=0.0034328801219796088 0.00042879095262601737 -0.00062447181431911911 -0.0008616706171418484 0.0024776179120562175 0.00022029754982885033 -0.00054252840383295722 0.0047899791720379722 0.0018472692814293912 0.0021423322723757724 0.0017967357859674108 0.0028446872691451587 0.0051093914697915559 0.0012890729319801318 -0.000203607421919762 0.00047937779267641248 -0.00095255863078975533 0.001061850062737658 0.0038733244662800008 0.0004484343497510744 0.00017062309562457397 0.0018464564922794822 0.00081346413686900914 0.0026784015987373257 0.0012086644444819783 0.0024189002530605936 0.0011754544807123157
leaf_weight=53 57 52 68 56 53 53 55 67 87 98 97 52 92 53 88 57 52 60 75 54 1053 101 76 203 85 82
leaf_count=53 57 52 68 56 53 53 55 67 87 98 97 52 92 53 88 57 52 60 75 54 1053 101 76 203 85 82
internal_value=0 0.00120553 0.000827878 0.00102473 0.00186165 0.00162488 0.00230057 0.0031745 0.00132825 0.00191317 0.00199364 0.00287498 0.00207317 0.00109415 0.00118607 0.00103397 7.7772e-06 0.00186392 0.00178726 0.00187325 0.00176477 0.00160776 0.00133855 0.00160928 0.00192332 0.00167363
internal_weight=0 1239 652 584 1740 587 179 122 408 1687 1536 197 145 151 532 476 109 1339 1242 1167 1107 355 367 279 254 169
internal_count=2979 1239 652 584 1740 587 179 122 408 1687 1536 197 145 151 532 476 109 1339 1242 1167 1107 355 367 279 254 169
is_linear=0
shrinkage=0.00680503


Tree=1214
num_leaves=19
num_cat=0
split_feature=1375 4 448 13 13 14 151 42 42 13 14 49 13 43 12 0 12 42
split_gain=5.07594 4.33947 5.47668 6.95285 4.61337 5.53685 3.46045 3.37552 3.34754 3.38625 2.86125 2.72329 2.82801 3.16511 2.3959 1.96018 1.00846 1.23064
threshold=-0.16449999999999998 0.04105000000000001 -0.049729999999999989 -0.16392499999999996 0.011265000000000002 -0.22654999999999997 -0.030624999999999996 0.090295000000000014 0.081180000000000016 -0.0023899999999999993 0.073890000000000011 -0.081489999999999993 0.18622000000000002 -0.16130499999999998 0.078120000000000009 -0.069414999999999991 0.096590000000000023 0.094350000000000003
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 5 -3 -7 8 9 -8 11 15 13 -13 -6 -5 17 -9
right_child=1 4 3 10 14 6 7 16 -10 -11 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=-0.00080644278450524851 0.0036053680383729175 0.0031126568320759703 -0.00052315840695138635 0.0012804080750561447 -0.0015322277527396989 -0.00040689206612467876 0.00065404939458662506 -4.9462182574232386e-05 0.0030927447990165475 0.0027276580672787602 0.0030943912454091367 -0.00012536999038009015 0.003021394525427904 0.0016688228320667711 0.00056772716577840302 -0.00050438935248980443 -0.0004523722641781933 0.0014856788270445965
leaf_weight=54 74 75 83 90 52 83 149 52 72 60 72 55 81 1692 68 53 52 62
leaf_count=54 74 75 83 90 52 83 149 52 72 60 72 55 81 1692 68 53 52 62
internal_value=0 0.00147173 0.00163465 0.00156602 0.000977231 0.00123895 0.000973651 0.00123017 0.00172223 0.00124972 0.00165094 0.00159817 0.00167477 0.00161229 -0.000341598 0.00061836 0.000396744 0.000784749
internal_weight=0 2925 2200 2126 725 605 530 447 281 209 2043 1971 1828 1747 120 143 166 114
internal_count=2979 2925 2200 2126 725 605 530 447 281 209 2043 1971 1828 1747 120 143 166 114
is_linear=0
shrinkage=0.00736598


Tree=1215
num_leaves=18
num_cat=0
split_feature=4 2 123 3 3 13 123 2 13 2 16 3 2 2 16 3 2
split_gain=256.583 109.52 36.4013 25.3166 23.0824 16.352 11.5824 10.869 7.9533 7.8633 7.33361 16.7156 7.1816 6.50857 5.36624 4.27567 2.27979
threshold=0.31392000000000003 0.13631000000000001 0.080635000000000012 0.13772500000000001 0.11391500000000002 -0.14847499999999997 0.090270000000000017 0.095850000000000005 0.041960000000000004 0.15205000000000002 0.62619000000000014 -0.097199999999999995 -0.0050599999999999994 0.12551500000000002 -0.011349999999999997 0.057935000000000007 0.10043500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 -1 13 8 15 -3 11 -9 -4 16 -10 -7 -2
right_child=3 9 12 -5 -6 7 -8 10 14 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0048618837116620947 0.001896026356584483 0.0018989273964964653 0.0018211892780597635 0.00018870948722820902 0.0024592914044420195 0.0037911076403473755 0.0008086672231920575 0.0023008203407074604 0.0035839369698526919 0.00070654971731615743 0.0040703519137141111 0.0034809367679319572 0.0028829348850276026 0.0012868583378494011 0.0027428786901712078 0.0042824199689534929 0.0024816353046687089
leaf_weight=62 61 60 53 73 78 1413 57 74 125 54 71 371 86 52 57 98 79
leaf_count=62 61 60 53 73 78 1413 57 74 125 54 71 371 86 52 57 98 79
internal_value=0 0.00350562 0.0036051 0.00136208 0.00367177 0.0037134 0.00170598 0.00368116 0.003769 0.00133433 0.00339289 0.00328475 0.00247827 0.00197225 0.00332066 0.00382299 0.00222665
internal_weight=0 2602 2488 322 2349 2271 249 2209 1693 114 516 445 139 192 182 1511 140
internal_count=2924 2602 2488 322 2349 2271 249 2209 1693 114 516 445 139 192 182 1511 140
is_linear=0
shrinkage=0.00226508


Tree=1216
num_leaves=10
num_cat=0
split_feature=3 40 475 1420 1446 4 0 16 3
split_gain=8.708 8.37176 3.89643 2.95297 2.38992 3.73487 3.66602 2.57285 1.34292
threshold=0.3148450000000001 0.0052450000000000005 0.063540000000000013 -0.082824999999999982 0.10392000000000001 -0.47860499999999995 0.024295000000000001 -0.0069549999999999985 -0.016294999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 7 -7 -5
right_child=-2 -3 -4 4 -6 6 -8 -9 -10
leaf_value=0.0029072986858679258 -0.00096178818943124249 -0.0012939364530175131 0.00301745312454655 0.0016907342567702977 -0.00020530611826079939 0.0013770864625391704 -0.00015879844903361501 0.00085802480002724994 0.0031930099109251692
leaf_weight=52 95 65 63 59 59 1704 99 667 61
leaf_count=52 95 65 63 59 59 1704 99 667 61
internal_value=0 0.00121699 0.00127607 0.00123542 0.00120258 0.00123468 0.00117536 0.0012311 0.00245502
internal_weight=0 2829 2764 2701 2649 2590 2470 2371 120
internal_count=2924 2829 2764 2701 2649 2590 2470 2371 120
is_linear=0
shrinkage=0.00707995


Tree=1217
num_leaves=29
num_cat=0
split_feature=12 3 12 43 3 43 43 12 16 52 52 12 51 42 13 0 3 16 3 1212 1212 3 50 52 13 16 13 48
split_gain=253.753 74.0391 50.2793 48.283 28.8402 30.9346 25.9109 18.9937 17.6202 14.0959 27.1898 13.3246 8.73406 7.89437 11.8704 4.8878 11.6436 3.81261 3.61822 2.94148 2.74714 2.65056 2.13312 3.08676 2.01744 0.928723 1.06657 0.728264
threshold=0.056995000000000011 0.3148450000000001 0.13936000000000001 -0.031974999999999996 0.11878500000000002 0.0049250000000000014 -0.11113499999999998 0.098595000000000016 -0.14879499999999998 0.048535000000000002 -0.082894999999999983 -0.089399999999999993 -0.058534999999999997 0.090045000000000014 -0.14847499999999997 0.11160500000000002 -0.10859999999999999 -0.059289999999999995 -0.013174999999999997 0.086030000000000009 0.087685000000000013 -0.10859999999999999 0.08956500000000002 0.40342500000000009 -0.08458499999999998 -0.052039999999999996 -0.012839999999999999 0.089715000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 6 5 9 -1 13 -9 10 -5 -8 -10 14 -2 16 -16 -12 -13 22 -18 -14 23 24 -15 26 -23 -6
right_child=2 -3 -4 4 27 -7 11 8 12 -11 17 18 21 19 15 -17 20 -19 -20 -21 -22 25 -24 -25 -26 -27 -28 -29
leaf_value=0.0041033709281452736 0.0064173175772398059 0.0010096605571305768 0.0027397080126027439 0.0056336050621671845 0.0026705920370666057 0.0027929911903032431 0.0030053995435490814 0.0030842831820420977 0.0040076794880874803 0.0060001725707966042 0.0031630644793469932 0.0020906429235994263 0.0054900048130248529 0.0041080194234370346 0.0041584198329340048 0.0059346517678961026 0.0052710683194635011 0.0041492498324226836 0.0012052497637763066 0.0053653027269559275 0.0048441794533758201 0.0052413542713953222 0.0052207519905839951 0.0051923395552189765 0.0046708109884057722 0.0045583117760347172 0.0047564634828260923 0.0031109976451720975
leaf_weight=67 56 91 68 85 52 60 93 52 88 58 53 73 52 55 75 57 908 54 55 64 117 53 59 65 218 63 80 53
leaf_count=67 56 91 68 85 52 60 93 52 88 58 53 73 52 55 75 57 908 54 55 64 117 53 59 65 218 63 80 53
internal_value=0 0.00321841 0.00494191 0.00350429 0.00407245 0.0044718 0.00268548 0.00501452 0.00449526 0.00487461 0.00453445 0.00225549 0.00471354 0.00513486 0.00524529 0.00518854 0.00514985 0.00366103 0.00171042 0.00484424 0.00522237 0.0049639 0.00476017 0.00467969 0.00455753 0.00482417 0.0049499 0.00289316
internal_weight=0 794 2130 703 415 310 288 2062 388 250 192 221 336 1674 1213 1157 1100 107 128 461 1025 248 397 338 273 196 133 105
internal_count=2924 794 2130 703 415 310 288 2062 388 250 192 221 336 1674 1213 1157 1100 107 128 461 1025 248 397 338 273 196 133 105
is_linear=0
shrinkage=0.00260187


Tree=1218
num_leaves=24
num_cat=0
split_feature=1 3 1 52 52 1 49 1 13 16 40 16 3 3 49 3 3 3 15 3 13 15 3
split_gain=292.085 49.1581 46.8666 37.3519 29.7737 19.1735 14.0481 14.8603 13.1338 16.9104 10.9669 8.98114 8.55293 8.36799 7.66452 6.32311 7.33449 6.81913 6.22783 5.16246 4.58817 2.10061 2.534
threshold=0.11392000000000001 -0.055389999999999988 0.098395000000000024 -0.41694999999999993 0.095185000000000006 0.15028500000000003 -0.083809999999999982 0.10956 0.036560000000000002 0.058455000000000007 -0.0087249999999999984 0.060835000000000007 -0.013174999999999997 0.143375 0.12001000000000002 0.093925000000000022 0.040040000000000006 -0.066789999999999974 -0.077669999999999989 -0.14719499999999996 -0.076534999999999992 0.079600000000000018 -0.096384999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 8 -4 6 10 -5 12 14 21 20 -2 -8 -12 15 16 17 19 -19 -1 -3 -10 -23
right_child=1 5 3 4 -6 -7 7 -9 9 -11 13 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24
leaf_value=0.0052167165427994613 0.0026989819079661472 0.0017420032232863876 0.0049687034051721221 0.0037217833220105872 0.0047017158826162262 0.00025201246939718993 0.0024591542343836491 0.0033900598759472786 0.0039696924283899116 0.0028201680987270288 0.0030151967739410123 0.0039477180506651312 0.0011429038668222201 0.0017806006734646675 0.0037417139237822003 0.0038519248096900373 0.0053149595497478377 0.0046076812844354888 0.003683626563882597 0.0045361511433750588 0.00073783319006012586 0.0048371990747730362 0.0040861120050530129
leaf_weight=71 71 58 76 55 52 56 61 52 88 66 58 68 58 77 81 83 72 75 107 1377 52 58 52
leaf_count=71 71 58 76 55 52 56 61 52 88 66 58 68 58 77 81 83 72 75 107 1377 52 58 52
internal_value=0 0.00210394 0.0042714 0.00344497 0.00302832 0.00154687 0.00264317 0.0022961 0.00440874 0.00389613 0.00184273 0.00331006 0.00181784 0.00231121 0.00448125 0.00451479 0.00454711 0.00451317 0.00406456 0.00456954 0.00126754 0.00425465 0.00448238
internal_weight=0 440 2484 354 278 301 226 171 2130 264 245 139 119 135 1866 1785 1702 1630 182 1448 110 198 110
internal_count=2924 440 2484 354 278 301 226 171 2130 264 245 139 119 135 1866 1785 1702 1630 182 1448 110 198 110
is_linear=0
shrinkage=0.0024518


Tree=1219
num_leaves=21
num_cat=0
split_feature=4 3 39 3 48 14 0 4 15 4 4 0 0 4 39 3 3 0 15 42
split_gain=353.865 123.041 115.595 27.3396 17.7189 15.7015 17.3135 23.9344 12.5726 11.2017 10.8785 9.53346 9.49435 52.5296 9.42433 8.28735 5.95644 3.00656 5.49883 2.22927
threshold=0.31392000000000003 0.28833000000000003 0.0047850000000000011 -0.082634999999999986 0.092600000000000016 0.073890000000000011 -0.11167499999999998 0.0019650000000000002 -0.45775499999999997 0.032770000000000001 0.5567700000000001 -0.10298499999999998 -0.0033699999999999993 -0.44205499999999992 0.088375000000000023 0.081495000000000012 -0.015169999999999998 -0.08155999999999998 -0.065419999999999992 0.082115000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 14 6 7 -1 10 12 -5 -10 16 -14 -4 -9 -8 19 -19 -11
right_child=3 -3 4 8 -6 -7 9 15 11 17 -12 -13 13 -15 -16 -17 -18 18 -20 -21
leaf_value=0.0019703670782907526 0.0019745571841965331 0.00058400030710623258 0.0017645784771292761 0.0018149035994116313 0.0011113497353475775 0.0041530572322158983 0.0034890656641442812 0.0036965692123750189 0.00080931262452960779 0.0029532981384312335 0.00066503971695317855 -0.00030361774267819645 0.0036654021256355791 0.0014359656710819094 0.0027189440247990439 0.0027358553925154205 0.0041316353377415507 0.0032215523229679978 0.0023829278605383007 0.0034649598464643497
leaf_weight=74 91 63 67 53 65 93 1536 81 59 58 67 52 141 52 84 54 54 56 57 67
leaf_count=74 91 63 67 53 65 93 1536 81 59 58 67 52 141 52 84 54 54 56 57 67
internal_value=0 0.00320086 0.00326578 0.00109452 0.00193933 0.00338911 0.00335724 0.00283735 0.000747745 0.003411 0.00117306 0.000287758 0.00346263 0.00306483 0.00229562 0.00331243 0.0035109 0.00302411 0.00279871 0.00322771
internal_weight=0 2602 2539 322 216 2323 2230 209 231 2021 120 111 1783 193 151 135 1590 238 113 125
internal_count=2924 2602 2539 322 216 2323 2230 209 231 2021 120 111 1783 193 151 135 1590 238 113 125
is_linear=0
shrinkage=0.00189532


Tree=1220
num_leaves=26
num_cat=0
split_feature=1 3 2 39 2 2 2 2 1 15 3 403 12 3 12 13 15 160 12 133 133 2 131 133 43
split_gain=345.606 99.8592 44.3982 41.1913 29.6868 22.5352 14.683 13.9703 11.8476 11.0544 19.8502 10.7005 9.97961 10.1706 8.45282 8.43785 9.07689 7.95579 3.88908 3.766 3.5612 3.35542 2.82134 2.53248 1.53341
threshold=0.10404000000000001 -0.049204999999999992 0.14492000000000002 0.0047850000000000011 -1.0000000180025095e-35 0.11504500000000002 0.123795 0.10859000000000001 0.088035000000000016 0.039965000000000007 -0.12711499999999995 -0.081424999999999984 0.093125000000000013 0.088880000000000015 0.10125500000000003 0.080625000000000016 -0.063834999999999989 -1.0000000180025095e-35 0.083785000000000012 -0.085614999999999983 -0.010024999999999997 0.12336000000000001 0.090175000000000019 1.0000000180025095e-35 0.0049250000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 6 -3 14 9 -6 -5 11 -11 -1 13 19 22 16 -14 -9 -12 -13 24 -19 -2 -22 -20
right_child=1 2 -4 8 7 -7 -8 17 -10 10 18 12 15 -15 -16 -17 -18 21 20 -21 23 -23 -24 -25 -26
leaf_value=0.002885485943763371 0.0042076272086217642 0.00051183032865921281 -0.00022910698715347712 0.003107607623255368 0.0028590043832925145 0.0019930378219864256 0.002697413892985201 0.0023286151399765759 0.0017493570656454979 0.0051166258371856416 0.0043697019933867254 0.0033883504485210333 0.0034143348628467443 0.0031309370639679844 0.0027853498027282323 0.0039707673606083193 0.002353567553304646 0.00090173952334524998 0.0040922934901294217 0.0039612195504757398 0.0034438630036372577 0.0016641486895748354 0.0034713364383076673 0.0038000539876493558 0.0037977705927603016
leaf_weight=89 52 95 86 65 65 76 64 57 62 67 70 63 112 95 59 66 62 53 241 616 142 62 52 336 142
leaf_count=89 52 95 86 65 65 76 64 57 62 67 70 63 112 95 59 66 62 53 241 616 142 62 52 336 142
internal_value=0 0.00184739 0.00119265 0.0036744 0.00156101 0.0029924 0.00374653 0.00198146 0.00244471 0.00377847 0.00394808 0.00362499 0.00368987 0.00381274 0.00345822 0.00329352 0.0030365 0.0016497 0.00386396 0.0039081 0.00382282 0.00131298 0.00383971 0.00369429 0.00398316
internal_weight=0 657 418 2292 332 239 2165 237 127 2101 998 1103 1014 774 163 240 174 172 931 679 861 115 104 478 383
internal_count=2949 657 418 2292 332 239 2165 237 127 2101 998 1103 1014 774 163 240 174 172 931 679 861 115 104 478 383
is_linear=0
shrinkage=0.00222067


Tree=1221
num_leaves=15
num_cat=0
split_feature=2 44 2 42 2 13 13 49 10 4 42 52 2 160
split_gain=10.6393 6.01471 4.64867 4.32578 4.25096 3.45208 5.58621 4.0299 2.73994 2.70155 4.03153 2.85149 2.29599 1.53833
threshold=0.14290000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.096385000000000012 -0.046074999999999991 0.26838000000000006 0.11238500000000001 -0.071579999999999991 0.057650000000000007 -0.040394999999999993 0.11234000000000001 0.11122500000000002 0.10251500000000001 0.0050800000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 8 6 7 12 -1 11 -11 -9 13 -4
right_child=3 -3 5 -5 -6 -7 -8 9 -10 10 -12 -13 -14 -15
leaf_value=0.0023301614083002169 -0.0012104721922816051 0.0042193921461450672 0.0017429253109518758 0.0012394355465209284 -0.00089462032596114387 0.0036510771402292245 9.5196604051375029e-05 0.0021782907564653195 0.00034317360073124752 0.0016017819615728401 -0.00044647646433771689 0.0011771706697633894 0.0041619236549642136 0.0033023690129834198
leaf_weight=78 92 54 85 68 64 55 102 944 73 982 55 185 54 58
leaf_count=78 92 54 85 68 64 55 102 944 73 982 55 185 54 58
internal_value=0 0.00178396 0.00173584 -0.00016877 0.000695575 0.00182456 0.00178378 0.00185663 0.00137009 0.0017648 0.00149307 0.00201432 0.00286593 0.00237598
internal_weight=0 2789 2735 160 215 2520 2465 2363 151 2166 1037 1129 197 143
internal_count=2949 2789 2735 160 215 2520 2465 2363 151 2166 1037 1129 197 143
is_linear=0
shrinkage=0.00736598


Tree=1222
num_leaves=12
num_cat=0
split_feature=3 9 14 1428 3 52 42 0 454 3 2
split_gain=11.2085 4.50411 4.23313 3.73221 4.61435 12.5873 4.60727 3.71187 3.34129 4.82508 3.22452
threshold=0.28833000000000003 -1.0000000180025095e-35 -0.10523499999999998 0.086830000000000018 -0.15041499999999997 -0.11263999999999999 0.088060000000000013 -0.11167499999999998 -1.0000000180025095e-35 0.12745000000000004 0.13501500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -2 -6 10 -10
right_child=7 2 3 -5 8 6 -8 -9 9 -11 -12
leaf_value=-0.00020689621798629081 0.00031183185111447831 0.0025919458071795871 0.0025763421565285949 0.0027442306418528559 -0.00011317278746703679 -0.001955512510392163 0.00051413917762108303 -0.0018769357645473934 0.0013453406181329652 0.0031333266187209712 0.00015531250270875468
leaf_weight=79 69 99 62 66 64 70 52 55 2181 58 94
leaf_count=79 69 99 62 66 64 70 52 55 2181 58 94
internal_value=0 0.00127237 0.00131495 0.00126716 0.00122937 0.000269471 -0.000902324 -0.000658451 0.00130302 0.0013419 0.0012962
internal_weight=0 2825 2746 2647 2581 184 122 124 2397 2333 2275
internal_count=2949 2825 2746 2647 2581 184 122 124 2397 2333 2275
is_linear=0
shrinkage=0.00628679


Tree=1223
num_leaves=10
num_cat=0
split_feature=3 1425 13 13 49 2 2 0 14
split_gain=8.16968 3.38691 3.47793 5.52255 3.68489 2.85753 2.92058 4.57165 3.16044
threshold=0.35004500000000011 0.08252000000000001 0.27020000000000005 0.23904000000000003 -0.16404499999999997 0.15305000000000002 -1.0000000180025095e-35 -0.079794999999999991 -0.23083499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -8
right_child=-2 -3 -4 -5 5 -7 8 -9 -10
leaf_value=0.0029009083658572033 -0.0011298796213126214 0.0027395749584918695 0.002871404061864358 -0.0010571739629211126 0.0016048032809621851 -0.00051534948567329869 0.0026221008535104403 -0.00067030899915916826 0.0011632485179351689
leaf_weight=59 79 68 57 58 76 53 77 106 2316
leaf_count=59 79 68 57 58 76 53 77 106 2316
internal_value=0 0.00117754 0.0011396 0.00110361 0.00115028 0.00111095 0.00114446 0.000279323 0.00121022
internal_weight=0 2870 2802 2745 2687 2628 2575 182 2393
internal_count=2949 2870 2802 2745 2687 2628 2575 182 2393
is_linear=0
shrinkage=0.00707995


Tree=1224
num_leaves=15
num_cat=0
split_feature=1 401 2 1 14 1 484 16 401 16 1429 475 16 1
split_gain=6.13716 2.43167 2.738 4.599 3.42971 3.25403 4.00652 3.19472 2.48422 2.34891 2.39818 2.15218 1.06905 0.885976
threshold=0.14860500000000001 0.086130000000000012 0.13673000000000005 0.13385500000000003 -0.10523499999999998 0.089625000000000024 -0.011809999999999999 0.51041000000000014 0.094540000000000013 0.18286500000000003 0.083960000000000021 -0.008964999999999999 -0.080324999999999994 0.12466500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 -7 -8 -3 10 -6 -11 -10 -4
right_child=-2 8 13 -5 5 6 7 -9 12 11 -12 -13 -14 -15
leaf_value=0.0029052493665301265 -0.0013132042963939275 0.0034082936960866724 0.00070047386781203899 0.0035857684392932576 0.0015073028619262056 0.0024877082434372247 0.00016299271310714708 0.0019098138477874368 0.0020343084771407929 0.0017432105973229574 0.00032427402338658232 -0.00010775936763007257 0.00064816387048721204 -0.00059193563935579219
leaf_weight=74 73 65 70 55 1271 72 585 86 95 64 136 151 69 83
leaf_count=74 73 65 70 55 1271 72 585 86 95 64 136 151 69 83
internal_value=0 0.00117049 0.00109805 0.00116545 0.00111084 0.00105465 0.0005907 0.000387012 0.00200743 0.00126712 0.00139302 0.000442807 0.00145166 -4.67891e-08
internal_weight=0 2876 2647 2494 2439 2365 743 671 229 1622 1407 215 164 153
internal_count=2949 2876 2647 2494 2439 2365 743 671 229 1622 1407 215 164 153
is_linear=0
shrinkage=0.0084612


Tree=1225
num_leaves=20
num_cat=0
split_feature=1 4 4 15 158 1 4 4 4 3 15 4 15 15 12 4 2 1 49
split_gain=6.50309 5.0492 5.54794 5.26622 4.27752 3.95977 6.99792 3.21639 3.06884 3.70056 10.3932 3.0381 3.45732 7.16513 3.03506 2.45415 2.25382 1.29587 0.492503
threshold=0.11378500000000001 0.40736500000000003 0.27020000000000005 -0.11532999999999999 0.10169000000000002 0.100925 -0.008454999999999999 -0.041239999999999992 -0.50810499999999992 -0.12711499999999995 1.0000000180025095e-35 0.082475000000000007 -0.26361999999999991 -0.43091499999999999 -1.0000000180025095e-35 0.0060300000000000015 0.090885000000000007 0.10651500000000001 0.083250000000000005
decision_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 7 8 14 -2 -5 10 -10 -9 13 -13 -7 -11 18 -16 -1
right_child=4 -3 -4 5 -6 6 -8 11 9 15 -12 12 -14 -15 17 -17 -18 -19 -20
leaf_value=0.0022934919486598303 0.0015353300136483276 0.0032506684893555808 -0.0015671391522973485 0.0029921749081476281 0.0019992783400940434 -0.00078225275694970159 -0.0026300062969305789 -0.0017478145653270082 -0.0029474723498692564 0.0012650248686037386 0.0018228635554318512 0.00058588674343449971 0.0012468543119157874 -0.00313939516573607 0.00065424527985588664 0.00042379448669790877 0.0036563986525618005 0.0024390505049864024 0.0012285636274086971
leaf_weight=57 55 70 53 55 63 55 53 103 55 1505 67 90 84 55 53 271 64 55 59
leaf_count=57 55 70 53 55 63 55 53 103 55 1505 67 90 84 55 53 271 64 55 59
internal_value=0 0.00109703 0.00103423 0.00109296 3.39077e-05 0.000981966 -6.25215e-05 -0.000285812 0.00109753 0.00104258 -0.000326986 -0.000587769 -6.56224e-05 -0.000826553 0.000771772 0.00113671 0.00242999 0.00156398 0.0017526
internal_weight=0 2472 2402 2349 450 2169 216 387 1953 1898 122 332 229 145 163 1776 180 108 116
internal_count=2922 2472 2402 2349 450 2169 216 387 1953 1898 122 332 229 145 163 1776 180 108 116
is_linear=0
shrinkage=0.00813264


Tree=1226
num_leaves=25
num_cat=0
split_feature=1 12 2 14 47 4 2 1 1 4 0 0 42 13 12 0 160 160 160 4 156 1429 4 0
split_gain=210.958 42.1431 31.3713 20.0379 17.6475 13.6379 13.8322 12.4116 11.953 15.9615 12.2455 9.78588 10.9023 6.05793 6.22607 4.92115 5.35643 3.83446 6.77913 3.79016 3.78346 4.48078 3.41721 1.70846
threshold=0.10442000000000001 0.087255000000000013 0.11504500000000002 0.056865000000000006 0.10664500000000002 0.27120500000000008 0.092385000000000009 0.11378500000000001 0.088470000000000007 -0.16236499999999995 0.048825000000000007 -0.16926499999999997 0.073240000000000013 -0.40944499999999995 -0.082039999999999988 -0.11656999999999999 0.085130000000000011 0.019875 0.10460500000000002 0.10055500000000002 0.088735000000000022 0.084575000000000025 0.018150000000000003 -0.082844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 7 5 11 6 15 -3 10 -10 17 -2 13 -13 -15 -1 20 22 -19 -16 21 -17 -8 -18
right_child=1 2 -4 -5 -6 -7 8 -9 9 -11 -12 12 -14 14 19 16 23 18 -20 -21 -22 -23 -24 -25
leaf_value=0.0030507255773639629 0.0021989776280430784 0.0041155274997843952 0.001392580019958851 0.0045835393229011435 0.0026658232162537262 0.0022718587118126144 0.0035059414037500376 0.0028024110156153201 0.003464054581739665 0.0016719430548789349 0.0022975469366750038 0.0015862738735353118 0.0019038373131904009 4.1358606424210116e-05 0.00057368099199902884 0.0037108980982842156 0.0034650036695274291 0.0043919741675911735 0.0032781094135255007 0.00145769331423076 0.0032294877677270547 0.0044030244544742692 0.0030387151220177887 0.002895502136024305
leaf_weight=78 66 71 61 93 70 52 274 92 52 59 55 56 87 55 54 1082 60 61 61 54 86 55 129 59
leaf_count=78 66 71 61 93 70 52 274 92 52 59 55 56 87 55 54 1082 60 61 61 54 86 55 129 59
internal_value=0 0.00200206 0.00283492 0.00351161 0.00157992 0.0034655 0.0034949 0.00337454 0.00322111 0.00251172 0.00335683 0.00137552 0.00119783 0.000917241 0.000687235 0.00362811 0.00366165 0.00346776 0.00383525 0.00101592 0.00370821 0.0037444 0.00335645 0.00318286
internal_weight=0 666 224 2256 442 2163 2111 163 691 111 580 372 306 219 163 1420 1342 525 122 108 1223 1137 403 119
internal_count=2922 666 224 2256 442 2163 2111 163 691 111 580 372 306 219 163 1420 1342 525 122 108 1223 1137 403 119
is_linear=0
shrinkage=0.00235659


Tree=1227
num_leaves=21
num_cat=0
split_feature=1 3 15 123 15 15 150 14 3 1 1 48 12 3 52 12 3 13 13 3
split_gain=290.268 54.309 16.9991 15.8916 12.4817 18.2367 17.3253 10.639 14.6979 12.3753 10.108 10.0266 6.45662 4.95521 6.11592 5.43016 4.52213 3.94496 3.23641 1.63609
threshold=0.10404000000000001 -0.064349999999999991 -0.21242999999999998 1.0000000180025095e-35 -0.26361999999999991 -0.45775499999999997 0.085425000000000015 0.056865000000000006 -0.11749 0.083670000000000008 0.11378500000000001 0.08790000000000002 0.11697000000000002 0.085090000000000013 -0.082384999999999986 0.083785000000000012 0.0066850000000000008 -1.0000000180025095e-35 0.0040450000000000009 0.11745500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 5 16 11 8 9 -1 -4 -6 13 15 -15 17 -3 -10 -17 -8
right_child=1 4 10 -5 6 -7 19 -9 12 -11 -12 -13 -14 14 -16 18 -18 -19 -20 -21
leaf_value=0.0034115386664389765 0.0015602312791560089 0.00091432487632009841 0.0036106929452294342 0.0025639417086929361 0.0025766072119392542 -0.00017527166933419908 0.0011524170317133724 0.0042839254602225355 0.0037206769284255014 0.002071574984107477 0.0025061978053821229 0.0015061355750447391 0.0028728228569549485 0.0036686514828103097 0.002700515932626781 0.0035799745760465378 0.0018558653635334854 0.0044174488774914285 0.0032637346230955603 0.00058279852141070534
leaf_weight=74 53 52 81 96 88 60 52 87 131 68 90 92 75 61 75 1328 53 62 192 52
leaf_count=74 53 52 81 96 88 60 52 87 131 68 90 92 75 61 75 1328 53 62 192 52
internal_value=0 0.00177089 0.00268198 0.00346657 0.00131631 0.000820542 0.00160426 0.00350681 0.00347407 0.00277004 0.00302952 0.00202961 0.00352602 0.0035525 0.00313493 0.00358564 0.00138981 0.00394464 0.00354004 0.00086784
internal_weight=0 673 224 2249 449 165 284 2153 2066 142 171 180 1924 1849 136 1713 105 193 1520 104
internal_count=2922 673 224 2249 449 165 284 2153 2066 142 171 180 1924 1849 136 1713 105 193 1520 104
is_linear=0
shrinkage=0.00226508


Tree=1228
num_leaves=23
num_cat=0
split_feature=1 52 47 52 123 15 14 0 1 15 49 0 49 15 0 0 15 159 51 15 39 15
split_gain=329.46 75.8104 41.386 23.3693 21.0612 14.9359 12.657 13.1544 9.4769 14.7432 9.14513 8.42649 8.33106 8.22786 5.12693 4.11387 5.03425 5.00743 3.2033 3.10176 3.09365 1.94886
threshold=0.10442000000000001 -0.40011499999999994 0.077065000000000008 0.12484500000000003 1.0000000180025095e-35 0.015700000000000002 0.056865000000000006 -0.12851999999999997 0.12000500000000001 -0.41343999999999997 -0.038669999999999989 -0.108275 0.099620000000000014 -0.10271999999999999 -0.067664999999999989 -0.079249999999999987 -0.065984999999999988 0.041590000000000009 -0.087719999999999979 -0.040769999999999994 0.08955500000000001 -0.067614999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 6 8 7 13 10 20 -3 -4 15 -1 21 18 -17 -18 -9 -20 -10 -14
right_child=1 2 11 -5 -6 -7 -8 12 9 -11 -12 -13 14 -15 -16 16 17 -19 19 -21 -22 -23
leaf_value=0.0038708593057345171 0.004183851575951276 0.002040251167643275 0.0020947191329502581 0.0027677780386409449 0.0028541858701130341 0.00230604872865134 0.0048150093978154155 0.0046152105380333885 0.0014838880076907556 -0.000330224290080224 0.00089685233401321754 0.0032394784589388809 0.0035092407444866302 0.0026914958051763292 0.0028864374791607093 0.0032101786665151935 0.0040184847740461502 0.0033608685433347859 0.0038877576092263772 0.0041525512811009403 0.00073123905408138017 0.0040703610742600302
leaf_weight=56 79 71 54 59 97 56 88 61 59 56 79 95 82 73 52 58 460 72 351 749 58 57
leaf_count=56 79 71 54 59 97 56 88 61 59 56 79 95 82 73 52 58 460 72 351 749 58 57
internal_value=0 0.00205883 0.00177279 0.00141487 0.00390827 0.0012042 0.00395561 0.00391908 0.00101309 0.000644328 0.00143823 0.00282476 0.0039666 0.00320366 0.00350739 0.00401667 0.00385886 0.00392953 0.00409685 0.00406808 0.00111099 0.00373952
internal_weight=0 666 587 438 2256 379 2159 2071 323 173 150 149 1942 129 191 1751 590 532 1161 1100 117 139
internal_count=2922 666 587 438 2256 379 2159 2071 323 173 150 149 1942 129 191 1751 590 532 1161 1100 117 139
is_linear=0
shrinkage=0.00231039


Tree=1229
num_leaves=26
num_cat=0
split_feature=4 2 2 0 2 0 2 2 11 11 160 0 4 4 43 52 43 2 0 0 0 50 4 0 133
split_gain=297.453 112.541 40.8082 56.3182 31.1543 47.8851 17.2738 11.526 9.88207 8.63714 7.931 6.6954 6.28401 5.53541 6.8238 6.87743 4.25533 4.95082 4.19754 5.35395 3.18751 2.18272 2.04154 1.31565 0.838481
threshold=0.31392000000000003 0.13388500000000003 0.099345000000000017 -0.12851999999999997 -1.0000000180025095e-35 -0.069414999999999991 0.13966500000000001 0.14870000000000003 0.076235000000000011 1.0000000180025095e-35 -0.072489999999999985 -0.14797999999999997 0.0049450000000000006 -0.46195999999999998 -0.076949999999999977 0.048535000000000002 -0.010629999999999999 0.088300000000000003 -0.083564999999999987 -0.12368999999999998 -0.13409999999999997 0.083090000000000011 0.061835000000000008 -0.070134999999999989 0.089180000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 5 -1 8 -3 10 12 -2 -4 18 -5 24 23 22 -18 19 -6 -12 -20 -14 -16 -15
right_child=6 7 3 13 9 -7 -8 -9 -10 -11 20 -13 16 14 15 -17 17 -19 21 -21 -22 -23 -24 -25 -26
leaf_value=0.0050308199178364784 0.0025345111048163029 0.0027556704369078684 0.0028718290486084434 0.0047778578577536241 0.0041310702369024132 0.0017152473948708366 0.00067267589256142437 0.0011677866839682257 0.0029920306776251124 0.0054588452182247581 0.0018136177099221701 0.0016485765910694973 0.0036406061390507473 0.0047728000492584166 0.0030358197565334899 0.0042718329581959754 0.0051395553948746907 0.0040568137748328691 0.0044442441169944532 0.0048711323746986274 0.00099151388886466619 0.004753372087212617 0.0042247439952397478 0.0036048220631416245 0.0043315320353428249
leaf_weight=53 55 53 53 86 71 61 86 68 52 79 57 65 70 54 54 92 58 53 561 658 67 207 91 54 64
leaf_count=53 55 53 53 86 71 61 86 68 52 79 57 65 70 54 54 92 58 53 561 658 67 207 91 54 64
internal_value=0 0.00426618 0.00438321 0.00374905 0.00455192 0.00325694 0.00164906 0.00186353 0.00201244 0.00463179 0.00172771 0.00219823 0.00459484 0.00420194 0.00404611 0.00375829 0.00423706 0.00462282 0.00465983 0.00479909 0.00136964 0.0045276 0.00397094 0.00332057 0.0045337
internal_weight=0 2605 2484 522 1962 114 317 121 231 1848 179 118 1769 404 318 200 272 111 1497 729 124 768 161 108 118
internal_count=2922 2605 2484 522 1962 114 317 121 231 1848 179 118 1769 404 318 200 272 111 1497 729 124 768 161 108 118
is_linear=0
shrinkage=0.00255085


Tree=1230
num_leaves=14
num_cat=0
split_feature=15 16 48 15 150 0 13 123 34 457 4 13 4
split_gain=13.8952 7.60224 3.97476 3.83132 5.183 4.28995 3.59239 3.53281 3.9878 4.03152 3.12108 2.34901 1.71333
threshold=-0.2987999999999999 -0.33811499999999994 0.14093000000000003 -0.10763999999999999 -0.052409999999999991 -0.16423499999999996 -0.09547499999999999 0.088795000000000013 -0.023104999999999997 -0.085584999999999981 -0.49269499999999994 -0.025319999999999999 0.62720500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 5 -5 -2 -7 8 -6 -10 -11 -8 -1
right_child=2 -3 -4 4 7 6 11 -9 9 10 -12 -13 -14
leaf_value=0.0011923458077539597 0.00042461486110515032 -0.0018811992470053501 -0.00049256814542556491 -0.00062046779962379327 0.0029122361251479999 0.004056729470246356 0.0012093503192011244 -0.00032279713659751156 0.0026951011803824235 0.002228554138096766 0.0011730663093588087 0.0028489567646192166 -0.00034227771376081254
leaf_weight=83 54 93 54 64 70 52 78 58 88 133 2039 78 53
leaf_count=83 54 93 54 64 70 52 78 58 88 133 2039 78 53
internal_value=0 -0.000411037 0.00129877 0.00133443 0.00125242 0.00210168 0.00253673 0.00130265 0.00134314 0.00129451 0.00123773 0.00202961 0.00059377
internal_weight=0 229 2768 2714 2452 262 208 2388 2330 2260 2172 156 136
internal_count=2997 229 2768 2714 2452 262 208 2388 2330 2260 2172 156 136
is_linear=0
shrinkage=0.0066716


Tree=1231
num_leaves=22
num_cat=0
split_feature=15 16 14 11 11 3 3 157 43 16 475 43 1 1 15 3 1447 1447 42 1 42
split_gain=9.61265 5.90316 10.2107 5.26987 5.71405 6.47696 5.13156 4.34678 4.11961 4.79984 3.68921 3.85497 3.13622 4.15111 4.61193 3.92745 2.43341 3.53033 2.31664 2.04171 1.73049
threshold=-0.2987999999999999 -0.42170999999999997 -0.45687499999999998 0.077330000000000024 0.095210000000000017 -0.15870999999999996 -0.12711499999999995 -0.14480499999999996 -0.082949999999999982 -0.0030649999999999996 -0.048844999999999993 -0.14074499999999998 0.095920000000000019 0.107725 0.086035000000000014 0.143375 -0.086059999999999984 -0.082344999999999988 -0.09361499999999999 0.13535500000000003 0.08179500000000002
decision_type=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 6 5 -5 -2 -8 9 18 -11 -12 16 14 -14 -15 -10 -18 -9 -1 -20
right_child=3 2 -4 4 -6 -7 7 8 12 10 11 -13 13 15 -16 -17 17 -19 20 -21 -22
leaf_value=0.0020094683650746705 -0.00052500345333111962 0.00056421913113511614 -0.0038743498177722462 0.0017507833775002512 0.00031751287792505399 0.0051071002531021224 -0.00057136318863065588 0.00260736889113503 0.0027760572476133814 0.0044929807813165867 0.0038058033182707851 0.0013338218714932944 -0.0013319029993876608 0.0018380864625046852 0.0013653333225584793 -0.00027899232700924768 -0.00070292882809081393 0.001279093266390812 0.00045681218889210776 -0.00010725233245562864 0.001585427056409021
leaf_weight=52 103 64 58 73 52 63 77 67 60 53 56 110 111 159 56 76 55 1277 155 55 165
leaf_count=52 103 64 58 73 52 63 77 67 60 53 56 110 111 159 56 76 55 1277 155 55 165
internal_value=0 -0.000392694 -0.00154525 0.00124083 0.00247994 0.00330615 0.0011505 0.00122021 0.00127772 0.00182422 0.00273122 0.00216824 0.00109307 0.000496487 -0.000426951 0.00115307 0.0012653 0.00119719 0.00131075 0.00092067 0.00103901
internal_weight=0 229 122 2768 188 136 2580 2477 2400 606 219 166 1794 402 167 235 1392 1332 387 107 320
internal_count=2997 229 122 2768 188 136 2580 2477 2400 606 219 166 1794 402 167 235 1392 1332 387 107 320
is_linear=0
shrinkage=0.00766357


Tree=1232
num_leaves=25
num_cat=0
split_feature=1 1 3 2 2 14 2 4 2 49 39 3 2 3 3 4 4 0 1 4 4 3 3 2
split_gain=629.814 119.992 59.5469 50.6871 31.1929 29.8465 25.7922 23.5746 18.0992 16.648 11.6789 11.488 9.68507 8.28229 7.44271 5.21443 4.6219 9.85894 4.55037 3.39147 2.81252 1.65154 2.32685 1.5255
threshold=0.10404000000000001 0.13074500000000003 -0.049204999999999992 0.098655000000000007 0.11426500000000002 0.064610000000000015 0.16730000000000003 0.40052000000000004 -0.0098549999999999974 -0.042794999999999993 0.087735000000000021 0.093925000000000022 0.13018000000000005 -0.015474999999999997 0.11745500000000002 0.032770000000000001 -0.17006499999999999 -0.079119999999999982 0.10970000000000001 0.066300000000000012 0.053330000000000009 -0.095259999999999997 -0.074679999999999983 -0.0050599999999999994
decision_type=2 2 2 2 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 18 8 7 -3 -1 -5 14 15 13 20 -4 16 -10 -18 -2 -17 21 -11 -23 -9
right_child=1 6 10 9 -6 -7 -8 23 11 12 -12 -13 -14 -15 -16 19 17 -19 -20 -21 -22 22 -24 -25
leaf_value=0.013324473046879068 0.01361542623681433 0.01199494844594361 0.012621300656192588 0.012435136134437117 0.011937035119974895 0.016188789784316496 0.008808102974638814 0.0097629557294741202 0.015532905884256846 0.014108860943524336 0.01091958640966683 0.013609740321615495 0.012937219674571263 0.013329287855276803 0.011481169973495573 0.013767987483849985 0.014884791732706156 0.014365024935186819 0.014520915572228352 0.014618679962490146 0.013827415553276507 0.014949881807283958 0.014309744496032799 0.01037795766318092
leaf_weight=63 64 65 82 52 58 89 58 58 56 69 87 59 52 70 70 54 1150 304 88 76 63 71 86 53
leaf_count=63 64 65 82 52 58 89 58 58 56 69 87 59 52 70 70 54 1150 304 88 76 63 71 86 53
internal_value=0 0.0117676 0.0125397 0.0145556 0.0135316 0.0147446 0.0102859 0.0107728 0.0146716 0.0137998 0.0116681 0.0147216 0.0139724 0.0141222 0.0120964 0.0147615 0.0148042 0.0147761 0.0141398 0.0142655 0.0143142 0.0144498 0.0145994 0.0100569
internal_weight=0 683 449 2314 210 1851 234 176 1762 463 239 1699 411 359 152 1640 1510 1454 152 130 289 226 157 111
internal_count=2997 683 449 2314 210 1851 234 176 1762 463 239 1699 411 359 152 1640 1510 1454 152 130 289 226 157 111
is_linear=0
shrinkage=0.00255085


Tree=1233
num_leaves=18
num_cat=0
split_feature=15 52 123 11 0 0 49 0 15 123 12 123 13 43 15 457 49
split_gain=8.1796 6.08312 5.62922 3.86783 5.45761 10.9726 3.45971 2.66973 5.3808 3.56241 4.51575 4.75183 3.25006 4.78935 2.81782 2.62386 2.4158
threshold=-0.2987999999999999 0.056265000000000009 0.087505000000000013 1.0000000180025095e-35 0.121355 -0.15270499999999995 -0.15734499999999998 -0.13165999999999997 -0.016434999999999995 0.088795000000000013 -0.038859999999999992 0.083430000000000018 0.053700000000000005 -0.086874999999999994 -0.087759999999999991 -0.085584999999999981 0.091380000000000003
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 -5 -2 8 14 10 11 -9 15 -14 16 -12 -8
right_child=3 -3 -4 4 -6 -7 7 9 -10 -11 12 -13 13 -15 -16 -17 -18
leaf_value=-0.0019049696831118876 -0.00011144976894314264 0.0021115540811186937 0.0013147686773619495 0.0010100482802721307 0.00081280325212683836 0.0055449776235843642 0.00027048735559349012 0.004993252499076322 -0.0012076192566783754 -0.00012056740868204541 0.0033301433045430629 0.0017024316875019834 0.0017511992958258527 -0.00066523495307043757 0.0032104869075038492 0.0018810018915963022 0.0023088553366391392
leaf_weight=97 66 75 57 59 60 88 99 63 57 58 87 54 164 81 54 1715 63
leaf_count=97 66 75 57 59 60 88 99 63 57 58 87 54 164 81 54 1715 63
internal_value=0 0.000211905 -0.000712685 0.00181168 0.00288161 0.00372543 0.00172516 0.00177378 0.00101412 0.00186707 0.00192039 0.00347515 0.00183148 0.000951942 0.00160082 0.00195101 0.00106372
internal_weight=0 229 154 2768 207 147 2561 2495 273 2222 2164 117 2047 245 216 1802 162
internal_count=2997 229 154 2768 207 147 2561 2495 273 2222 2164 117 2047 245 216 1802 162
is_linear=0
shrinkage=0.00813264


Tree=1234
num_leaves=18
num_cat=0
split_feature=4 2 123 3 14 2 2 0 3 2 0 2 16 2 49 123 0
split_gain=391.869 115.253 62.92 32.3372 21.4654 20.2685 14.4061 13.782 11.9794 11.2492 9.77023 7.79776 5.67907 4.54022 4.48669 4.11877 3.44378
threshold=0.31392000000000003 0.13388500000000003 1.0000000180025095e-35 0.11745500000000002 0.073890000000000011 0.15205000000000002 0.09167500000000002 -0.13843999999999998 -0.080854999999999996 0.15305000000000002 -0.077104999999999993 0.10773000000000001 0.08215500000000002 0.12681500000000004 0.099620000000000014 0.086445000000000008 -0.195045
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 10 -8 -2 -3 16 -10 -12 -13 -9 -4 -1
right_child=5 9 15 -5 -6 -7 7 14 11 -11 12 13 -14 -15 -16 -17 -18
leaf_value=0.0047160774025857026 0.0030975142517104199 0.0031718578663563063 0.0029300181597629515 0.0032966748424272298 0.0063746579432385139 0.00058131727330959027 0.0036662268262830783 0.0050355987566974708 0.0013308236588706478 0.0015976517608509871 0.0045240718182318652 0.0029163666546129321 0.0052606000721336071 0.0018882551965911883 0.0044752994429508889 0.0038147675081813353 0.0053908078956756448
leaf_weight=52 80 67 71 61 94 56 61 531 83 53 162 52 119 61 114 67 1213
leaf_count=52 80 67 71 61 94 56 61 531 83 53 162 52 119 61 114 67 1213
internal_value=0 0.00492022 0.00503542 0.00513147 0.00517917 0.0019812 0.00512926 0.00482689 0.00226513 0.00247681 0.00526732 0.00192524 0.00483608 0.00236161 0.00493661 0.00335977 0.00536309
internal_weight=0 2665 2545 2407 2346 332 2252 706 276 120 1546 196 281 113 645 138 1265
internal_count=2997 2665 2545 2407 2346 332 2252 706 276 120 1546 196 281 113 645 138 1265
is_linear=0
shrinkage=0.00255085


Tree=1235
num_leaves=25
num_cat=0
split_feature=4 12 12 4 0 0 39 48 16 0 12 14 0 4 4 4 12 49 0 0 133 4 4 0
split_gain=221.673 71.2579 23.3214 16.8774 30.5801 15.3987 12.5632 11.2256 13.0954 12.5231 8.50897 8.42184 12.42 6.03859 3.77727 3.58509 3.3222 3.04426 3.83887 3.32838 2.69922 2.65506 1.97698 0.289021
threshold=0.31392000000000003 0.056995000000000011 0.13642500000000005 -0.17568999999999999 -0.077614999999999976 -0.14680499999999999 0.088025000000000006 0.088485000000000008 -0.071129999999999985 -0.108275 0.091585000000000014 -0.44847999999999993 -0.105195 0.020110000000000006 0.41823000000000005 -0.50690499999999983 0.11205000000000002 -0.081489999999999993 -0.073664999999999994 -0.079324999999999993 0.093845000000000026 -0.067014999999999977 0.51973500000000017 -0.083619999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 15 7 -3 -6 8 -5 -10 17 -2 14 16 -13 -1 21 -7 19 -19 23 -12 -14 -15
right_child=11 2 -4 4 6 10 -8 -9 9 -11 13 12 22 20 -16 -17 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=0.0035730135383012004 0.0026512877445606198 0.0055051832054249768 0.0026592858748262266 0.0046120874609775981 0.0012093353829410337 0.0038710749845553842 0.0028057610075929037 0.0027520209028439441 0.0026231632628243204 0.0042263878362539245 0.0042491769115251552 0.00170945844709473 0.0013675027710725895 0.0040163836305994859 0.0025718316106708152 0.0044523681860930212 0.0047017873346566997 0.0044326550071575738 0.0050566689159457726 0.0038856497111660728 0.0032274450307708596 0.0038972839778771856 0.00074169279701326708 0.0037431536943294814
leaf_weight=52 64 64 56 74 66 66 58 101 74 52 343 58 70 55 71 67 67 947 58 76 63 225 58 53
leaf_count=52 64 64 56 74 66 66 58 101 74 52 343 58 70 55 71 67 67 947 58 76 63 225 58 53
internal_value=0 0.00404102 0.00425246 0.00323525 0.00300193 0.00429668 0.00195627 0.00343261 0.00377617 0.00328502 0.00425706 0.00183888 0.00163647 0.00405971 0.0021843 0.00406834 0.00417233 0.00439572 0.00442773 0.00439204 0.00364135 0.00410983 0.00108414 0.00388255
internal_weight=0 2617 2073 544 425 2017 124 301 200 126 1953 321 257 806 129 119 635 1147 1081 1023 171 568 128 108
internal_count=2938 2617 2073 544 425 2017 124 301 200 126 1953 321 257 806 129 119 635 1147 1081 1023 171 568 128 108
is_linear=0
shrinkage=0.00250084


Tree=1236
num_leaves=31
num_cat=0
split_feature=1 2 12 39 2 2 1 2 4 14 40 4 4 2 1 43 4 12 133 12 12 401 12 12 42 48 3 4 2 4
split_gain=330.866 78.2276 48.926 42.1913 27.1788 22.2151 16.9213 16.392 13.2809 11.5669 9.83714 7.90037 6.49163 6.07092 6.03055 5.92958 5.13606 10.8575 4.71209 4.29684 3.85695 3.67979 3.40948 3.33338 3.09736 3.188 2.48937 2.28012 2.21429 1.05451
threshold=0.10404000000000001 0.14253500000000002 -0.0089849999999999982 0.0047850000000000011 0.11203000000000002 0.095850000000000005 0.088035000000000016 0.25063000000000007 -0.014854999999999998 0.056865000000000006 -1.0000000180025095e-35 -0.008454999999999999 0.032770000000000001 0.11366500000000002 0.12019000000000001 -0.020604999999999995 -0.0083549999999999978 0.056995000000000011 0.093845000000000026 0.099680000000000005 0.088055000000000008 0.086390000000000008 0.096510000000000012 0.097955000000000014 0.084895000000000012 0.085855000000000015 -0.072864999999999985 0.41165000000000002 0.10384 -0.00076499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 5 8 9 -5 -3 -4 12 14 13 16 19 -2 18 17 -1 -13 26 -14 -19 -10 -17 25 -18 28 -6 -7 -26
right_child=1 7 4 6 27 11 -8 -9 22 -11 -12 15 20 -15 -16 23 24 21 -20 -21 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0027283038071491844 0.0020704988946962113 0.00072828587233671345 0.0039827425807369161 0.0030347376490428811 0.0021002293627287037 0.0037608763390885981 0.0013386454199599631 -0.0010199335845959348 0.0022565248135011256 0.0046781339997647815 0.00035415021181999819 0.0037303522955997852 0.0036290055990353095 0.0028044485341073076 0.00099208229635882293 0.0020902270673838329 0.0045017978489163245 0.0037257141428242071 0.0028010373244207265 0.0031535295012656431 0.0027387535631978044 0.0041468652000498495 0.0030474732112889943 0.0029106136119008827 0.0039931546996168276 0.0038322865876740061 0.0034542406479919942 0.0015022204276128315 0.0044361498554885519 0.0035362783376892731
leaf_weight=58 54 68 71 75 75 58 58 53 54 79 66 62 56 56 62 53 116 977 60 64 53 132 70 58 60 61 53 68 52 56
leaf_count=58 54 68 71 75 75 58 58 53 54 79 66 62 56 56 62 53 116 977 60 64 53 132 70 58 60 61 53 68 52 56
internal_value=0 0.00166919 0.00206632 0.00358409 0.0025968 0.00366329 0.00229528 -3.72552e-05 0.00316923 0.00379698 0.00108099 0.00323625 0.0037526 0.00350128 0.00149432 0.00291424 0.00379411 0.00372382 0.00327352 0.00367307 0.00319636 0.00377586 0.00270323 0.00251912 0.00407397 0.0042712 0.00387691 0.00181604 0.00408033 0.00377281
internal_weight=0 641 520 2297 338 2164 133 121 195 1648 182 516 1569 283 116 233 1460 1167 122 227 109 1109 124 111 293 177 163 143 110 116
internal_count=2938 641 520 2297 338 2164 133 121 195 1648 182 516 1569 283 116 233 1460 1167 122 227 109 1109 124 111 293 177 163 143 110 116
is_linear=0
shrinkage=0.00235659


Tree=1237
num_leaves=16
num_cat=0
split_feature=10 40 12 9 13 50 50 12 41 1 16 12 13 50 16
split_gain=7.90144 7.27057 6.80138 4.61197 3.1883 3.13685 4.59656 4.58809 4.21978 3.80211 3.39165 2.48449 1.11797 1.70196 0.76239
threshold=-0.089679999999999982 1.0000000180025095e-35 -0.086254999999999984 0.082325000000000023 -0.014114999999999997 0.10861000000000003 0.017860000000000004 -0.014854999999999998 0.081185000000000021 0.081905000000000019 -0.085454999999999989 0.084395000000000012 -0.048579999999999991 0.11963000000000001 -0.15190499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 14 6 7 -4 -9 -8 -11 -7 13 -13 -2
right_child=1 -3 3 -5 -6 11 9 8 -10 10 -12 12 -14 -15 -16
leaf_value=-0.00038315613587085266 0.00058543701860693073 -0.00017838823481817123 0.003556995284276299 0.0038998964964127294 -0.00098363983820959604 -2.9477795429784403e-05 0.0042491032942464958 0.0019286993651378213 -8.2407093557550432e-05 0.0037843407103425376 0.0017820968193160867 0.0011816996668946313 0.00090593341270013453 0.0027552153463654221 0.0018249330241538353
leaf_weight=83 52 87 88 67 52 61 81 1832 56 64 143 70 76 74 52
leaf_count=83 52 87 88 67 52 61 81 1832 56 64 143 70 76 74 52
internal_value=0 0.00187638 0.00194099 0.00202849 0.000475577 0.00197919 0.00206856 0.00194422 0.00186901 0.00292142 0.00240152 0.00125884 0.00161641 0.00199085 0.00120593
internal_weight=0 2855 2768 2612 156 2545 2264 1976 1888 288 207 281 220 144 104
internal_count=2938 2855 2768 2612 156 2545 2264 1976 1888 288 207 281 220 144 104
is_linear=0
shrinkage=0.00722155


Tree=1238
num_leaves=13
num_cat=0
split_feature=2 14 3 48 1429 42 3 376 2 3 4 48
split_gain=11.0835 4.63492 4.94197 3.75641 2.68021 3.94025 3.4339 3.68638 3.87801 3.63791 3.42476 2.40799
threshold=0.25063000000000007 0.073890000000000011 -0.15327499999999997 -0.078904999999999989 0.086185000000000012 0.086555000000000007 -0.15041499999999997 0.08400500000000001 -0.069044999999999981 -0.23098999999999997 0.50541500000000006 0.08035500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 9 8 -8 -5 -10 -9
right_child=-2 2 -4 4 5 -7 7 11 10 -11 -12 -13
leaf_value=0.00012983305849556683 -0.0018393854298393668 0.0048930704356466535 0.0015646914329819131 0.0014654270847475556 0.0035955576614895126 0.0010767115167533488 0.0035054776528942776 0.0014312480919891125 0.0017308940488706646 -0.0011356946063658347 0.00012444834132080903 -0.00088960744304631691
leaf_weight=98 54 53 52 76 96 59 70 52 2140 54 81 53
leaf_count=98 54 53 52 76 96 59 70 52 2140 54 81 53
internal_value=0 0.00166421 0.00324551 0.00160444 0.00165831 0.0026373 0.0015982 0.00166403 0.00172839 0.000384332 0.00167234 0.000258989
internal_weight=0 2884 105 2779 2681 155 2526 2396 2291 130 2221 105
internal_count=2938 2884 105 2779 2681 155 2526 2396 2291 130 2221 105
is_linear=0
shrinkage=0.00766357


Tree=1239
num_leaves=14
num_cat=0
split_feature=39 1 13 14 3 13 0 16 1 11 0 3 16
split_gain=5.97187 3.74292 3.89179 3.3112 4.19796 2.55706 2.41853 7.09035 2.27703 1.97635 3.1918 2.91639 1.29566
threshold=0.10096000000000001 0.14228000000000005 -0.42246499999999992 0.019255000000000005 -0.15327499999999997 -0.0032799999999999995 -0.11073999999999999 -0.053299999999999993 0.083065000000000014 0.089795000000000014 0.14054500000000003 -0.15870999999999996 -0.52334499999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -2 7 8 -4 10 11 -8 -10
right_child=5 -3 3 4 -6 -7 9 -9 12 -11 -12 -13 -14
leaf_value=0.0035967744177530635 0.00060925598851203488 -0.00041927459456179858 0.0026050221216092724 0.0042943712653487421 0.0012644637497511272 -0.0016170236096701349 -9.381908588297577e-05 -0.0012063182761963569 0.00012855824982445808 8.1931440553374948e-05 0.0034059554979823342 0.0015163752955268902 0.0014996984952681998
leaf_weight=52 80 65 71 55 57 52 71 84 71 61 53 2062 104
leaf_count=52 80 65 71 55 57 52 71 84 71 61 53 2062 104
internal_value=0 0.00143364 0.00147761 0.0014366 0.00275311 -0.000267131 0.00137935 0.000753956 0.00142366 0.00147116 0.00150989 0.00146274 0.000943884
internal_weight=0 2806 2741 2689 112 132 2577 330 246 2247 2186 2133 175
internal_count=2938 2806 2741 2689 112 132 2577 330 246 2247 2186 2133 175
is_linear=0
shrinkage=0.00781684


Tree=1240
num_leaves=25
num_cat=0
split_feature=1 2 12 124 0 15 43 2 1 2 43 2 51 12 12 1 0 1 1212 0 43 15 15 0
split_gain=287.41 40.9491 51.0104 25.7393 16.3888 15.9089 8.13815 7.94663 10.4252 7.92603 7.19187 6.97174 6.43229 6.4241 5.09791 5.06396 5.05994 15.4818 5.2808 3.3801 1.86707 1.41537 1.12909 0.573734
threshold=0.10442000000000001 0.12026500000000001 0.088325000000000015 -1.0000000180025095e-35 0.12583000000000003 -0.18498499999999998 -0.082949999999999982 0.091235000000000024 0.08864000000000001 0.14744000000000002 -0.080859999999999974 -0.0098549999999999974 0.108005 0.088465000000000002 0.096425000000000025 0.10868000000000001 -0.097774999999999987 0.085410000000000014 0.087615000000000012 -0.10462499999999998 0.080350000000000019 -0.012569999999999998 -0.21242999999999998 -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
left_child=3 2 5 -1 7 -2 -3 11 10 22 13 -5 16 -9 -4 -7 17 -13 -18 -12 -21 -15 -8 -16
right_child=1 6 14 4 -6 15 9 8 -10 -11 19 12 -14 21 23 -17 18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.0030574500700675336 0.0012434374980582657 0.00063257579522337784 0.0046223956343359896 0.0036583345192833876 0.002990993684892898 0.0019856573094558156 0.0019568675548057237 0.0055389725632329218 0.0034589933456489748 0.0011081105269362158 0.0047764813706170231 0.0055837660457046349 0.0037143689631087954 0.0046845485155208198 0.0034621980243932614 0.0029959604678403747 0.0046513978546161025 0.0038774495358194125 0.0041438693441104455 0.0041850119032528351 0.0037515116635581818 0.0041337701042311031 0.0024700374585935269 0.0038483186515981915
leaf_weight=98 88 52 58 55 53 52 60 54 102 71 53 118 53 86 52 96 981 52 163 252 94 52 58 58
leaf_count=98 88 52 58 55 53 52 60 54 102 71 53 118 53 86 52 96 981 52 163 252 94 52 58 58
internal_value=0 0.00239398 0.0029004 0.00436265 0.00442164 0.0021201 0.00154493 0.00445747 0.00422848 0.0017958 0.00436123 0.00456905 0.00460567 0.00477598 0.00399638 0.00264118 0.0046416 0.005062 0.00457911 0.00416159 0.00406732 0.00447721 0.00220934 0.00366604
internal_weight=0 645 404 2266 2168 236 241 2115 693 189 591 1422 1367 192 168 148 1314 170 1144 399 346 138 118 110
internal_count=2911 645 404 2266 2168 236 241 2115 693 189 591 1422 1367 192 168 148 1314 170 1144 399 346 138 118 110
is_linear=0
shrinkage=0.00260187


Tree=1241
num_leaves=24
num_cat=0
split_feature=1 3 1 123 14 16 12 1 12 16 43 3 12 1 12 1 16 3 133 16 3 16 43
split_gain=370.218 71.4868 33.1668 29.4462 15.6172 14.3615 12.7225 10.7911 19.0315 13.1386 9.30965 19.0457 8.27311 9.77664 7.63842 4.79402 4.54351 4.52471 3.56413 2.94464 2.48076 1.27987 1.18874
threshold=0.10423500000000001 -0.053364999999999996 0.11690500000000002 1.0000000180025095e-35 0.056865000000000006 0.26711500000000005 0.11755500000000001 0.085720000000000005 0.084805000000000005 -0.00040499999999999992 -0.025079999999999995 0.28833000000000003 0.091290000000000024 1.0000000180025095e-35 0.056995000000000011 0.10877000000000002 0.18879500000000002 -0.088174999999999989 0.085980000000000015 0.41326000000000002 -0.14954999999999999 -0.10750499999999999 0.0062300000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 15 4 6 20 7 12 9 -9 18 -12 13 14 -1 -3 21 -10 -4 -18 -2 -14 -19
right_child=1 2 10 -5 -6 -7 -8 8 17 -11 11 -13 16 -15 -16 -17 19 22 -20 -21 -22 -23 -24
leaf_value=0.003784787907175438 0.0033468977568775014 0.0019605630643814132 0.00011608398234199908 0.0029194897731480954 0.0055134903939500924 0.0042859787107402524 0.0033283487935528984 0.0026887618963758828 0.0039493374120248646 0.0042285241788915014 0.0024683044583521277 0.00069631413546440159 0.004769106511056974 0.0054859245502239052 0.0046818735023915776 0.0029280021445998138 0.0034023172733306439 0.0046730086186615866 0.0010044404593641863 0.0042454337955107318 0.0026573251155676343 0.0043558031504251204 0.0042797208436934414
leaf_weight=67 55 52 62 84 88 76 68 83 96 64 71 89 60 93 844 94 54 237 56 55 91 306 66
leaf_count=67 55 52 62 84 88 76 68 83 96 64 71 89 60 93 844 94 54 237 56 55 91 306 66
internal_value=0 0.00221315 0.00159902 0.00440245 0.00445955 0.00338597 0.00441523 0.00445171 0.00414469 0.00335932 0.00108183 0.00148281 0.00456503 0.00469654 0.00461593 0.00258362 0.00428701 0.00443397 0.000537908 0.00382799 0.00291728 0.00442363 0.00458743
internal_weight=0 646 424 2265 2181 222 2093 2025 546 147 278 160 1479 1004 911 146 475 399 118 109 146 366 303
internal_count=2911 646 424 2265 2181 222 2093 2025 546 147 278 160 1479 1004 911 146 475 399 118 109 146 366 303
is_linear=0
shrinkage=0.00255085


Tree=1242
num_leaves=33
num_cat=0
split_feature=1 3 2 2 2 4 1 12 0 1 2 3 4 3 12 42 4 50 2 12 42 457 3 16 16 2 3 0 16 12 42 2
split_gain=399.47 77.8556 39.8559 32.7106 22.2245 21.8412 16.9469 23.8727 22.1993 11.5919 9.90959 8.4828 7.75484 6.63452 5.01212 6.88051 6.54153 5.15412 5.02292 4.97059 4.23994 3.10419 3.066 3.59226 2.55668 2.27064 1.84343 1.39115 1.35359 1.24976 1.98373 0.954328
threshold=0.10290000000000001 -0.049204999999999992 0.14561000000000004 0.11426500000000002 0.098655000000000007 0.31392000000000003 0.085780000000000009 0.084805000000000005 -0.11327499999999999 0.13130500000000003 0.12750000000000003 0.0066850000000000008 -0.0051399999999999996 -0.0037099999999999998 0.089085000000000011 0.085495000000000015 -0.096364999999999992 0.10880500000000001 0.090835000000000013 1.0000000180025095e-35 0.086245000000000002 0.041025000000000006 -0.090439999999999979 -0.029134999999999998 -0.085454999999999989 0.085730000000000015 -0.10519499999999998 -0.076589999999999978 -0.074029999999999999 0.096475000000000019 0.088305000000000008 0.095105000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 20 6 11 8 13 25 -7 19 -3 24 -8 16 26 -10 21 -17 -6 -2 -18 -21 27 -9 -1 -16 -24 -28 30 -26 -20
right_child=1 2 -4 -5 10 9 7 12 14 -11 -12 -13 -14 -15 15 18 17 -19 31 22 -22 -23 23 -25 29 -27 28 -29 -30 -31 -32 -33
leaf_value=0.0055643719654942924 0.0030894740126677935 0.001616960167681763 -0.00029098376812788755 0.0014885853951339552 0.0031374195882884919 0.0015418416312301768 0.0021610637191435736 0.004688026234959463 0.0050578954770135621 0.00021986235162041145 0.0024771784309845024 0.0026570867455560903 0.0032361569985811349 0.0032840796669203016 0.0046061323298527438 0.0029201969625140978 0.0041996033095963734 0.0034609650362263048 0.0040134882159031521 0.0042797324129268798 0.003838626766013434 0.0047456171447937097 0.0036816253904197122 0.0033027638671924557 0.0042826581742708304 0.004893827547161435 0.0042437822091533212 0.0042123065677618522 0.0037686701467700857 0.0044339354286478836 0.0037951482412524333 0.0035713197532109852
leaf_weight=64 90 93 85 69 96 84 54 53 58 76 52 96 61 77 55 52 587 53 73 60 93 71 64 99 90 60 109 58 56 53 118 52
leaf_count=64 90 93 85 69 96 84 54 53 58 76 52 96 61 77 55 52 587 53 73 60 93 71 64 99 90 60 109 58 56 53 118 52
internal_value=0 0.00184379 0.00121429 0.00292782 0.0039839 0.00158098 0.00410374 0.00372305 0.00425305 0.000914065 0.00348213 0.00214542 0.00403798 0.00282136 0.00414805 0.0039235 0.00426394 0.00419914 0.00356269 0.00362067 0.00347033 0.00425856 0.00378567 0.00365142 0.00419366 0.00524013 0.00421367 0.00393413 0.00408269 0.00409317 0.00400622 0.00382976
internal_weight=0 686 434 252 2225 349 1796 506 1290 160 429 189 375 131 1166 397 769 711 177 377 183 658 281 221 314 124 220 122 165 261 208 125
internal_count=2911 686 434 252 2225 349 1796 506 1290 160 429 189 375 131 1166 397 769 711 177 377 183 658 281 221 314 124 220 122 165 261 208 125
is_linear=0
shrinkage=0.0024518


Tree=1243
num_leaves=13
num_cat=0
split_feature=4 12 3 13 12 49 0 482 158 1447 131 4
split_gain=7.95764 7.45805 7.15046 6.90429 4.62663 4.36068 3.88142 2.57514 2.56876 2.87011 2.09683 1.84746
threshold=0.31392000000000003 0.093740000000000004 0.28833000000000003 -0.075904999999999986 0.13642500000000005 -0.14917999999999998 -0.105195 0.11562500000000002 -0.22218999999999997 -0.086009999999999989 0.082750000000000004 0.51367000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 5 -1 -5 8 -7 -10 -11 -2
right_child=1 -3 -4 6 -6 7 -8 -9 9 10 -12 -13
leaf_value=0.0040966632653776664 0.0035082060706538472 -0.0023288053452682361 -0.00095176173247961404 0.0012285603422795804 -0.00054485038927050086 0.00013621850420787211 -0.0017104862648718636 0.0036076673471588565 0.00040666019652008025 0.0017862015832008134 0.0024933707940805365 0.0014532661280483182
leaf_weight=60 55 58 65 56 55 63 69 55 93 1873 342 67
leaf_count=60 55 58 65 56 55 63 69 55 93 1873 342 67
internal_value=0 0.000347624 0.00176414 0.000976456 0.00183365 0.0018863 -0.000393085 0.0018316 0.00179036 0.00183548 0.00189543 0.0023804
internal_weight=0 305 2606 247 2541 2486 125 2426 2371 2308 2215 122
internal_count=2911 305 2606 247 2541 2486 125 2426 2371 2308 2215 122
is_linear=0
shrinkage=0.00829529


Tree=1244
num_leaves=18
num_cat=0
split_feature=2 3 16 48 151 3 12 49 49 49 3 3 3 16 16 52 16
split_gain=6.22738 6.17133 4.93511 4.17941 3.60776 3.25206 6.89447 2.37041 3.28783 5.44358 2.69811 3.11446 2.99595 1.62088 1.72051 1.73589 0.828036
threshold=0.12026500000000001 0.30863500000000005 -0.075724999999999987 0.087310000000000013 -0.14525499999999997 0.12955000000000003 0.098085000000000019 0.10960000000000002 0.084735000000000019 0.0026050000000000001 -0.13392999999999997 -0.18945499999999996 -0.095009999999999983 -0.018754999999999997 -0.10850999999999998 0.08623500000000002 -0.44388499999999992
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 -1 6 -4 8 9 10 11 -6 -12 14 -10 -16 -2
right_child=2 -3 5 -5 7 -7 -8 -9 13 -11 12 -13 -14 -15 15 -17 -18
leaf_value=0.0028703639062624361 0.0013891768731009824 -0.0012212585180860545 -0.0033759630096853329 -0.00058184703387839025 0.0011360983477163903 0.00082762781252363176 0.0004961180853627758 0.00012658097486775935 0.0026576283521414137 -0.0010748368381324998 0.0002626696025951785 0.0030007530833073472 0.0013681240071129796 0.0030158040148090563 0.00019596582498478503 0.0021145614525478621 0.0027485518017614495
leaf_weight=97 53 53 55 52 94 54 53 88 77 55 158 120 1645 93 55 56 53
leaf_count=97 53 53 55 52 94 54 53 88 77 55 158 120 1645 93 55 56 53
internal_value=0 0.00136609 0.000232605 0.00119648 0.00142015 -0.000706964 -0.00147502 0.00136249 0.00140868 0.00130309 0.00136797 0.00218208 0.0012713 0.002187 0.00177657 0.00116464 0.00206964
internal_weight=0 2591 320 158 2538 162 108 2441 2353 2072 2017 214 1803 281 188 111 106
internal_count=2911 2591 320 158 2538 162 108 2441 2353 2072 2017 214 1803 281 188 111 106
is_linear=0
shrinkage=0.00766357


Tree=1245
num_leaves=21
num_cat=0
split_feature=1 123 50 1374 42 51 4 13 475 1 50 2 39 4 42 4 1 1 42 13
split_gain=6.35749 4.13696 4.54163 4.70395 5.49461 5.68991 4.07122 6.00779 3.06658 2.31993 2.14877 2.38973 2.08595 2.02053 1.58966 1.4454 1.40755 1.10362 0.728465 0.533397
threshold=0.15099500000000002 0.11012000000000001 1.0000000180025095e-35 0.086000000000000007 -1.0000000180025095e-35 0.10027500000000002 -0.17568999999999999 -0.046389999999999994 -0.085734999999999992 0.10257000000000001 0.10761000000000001 0.082690000000000013 1.0000000180025095e-35 0.032770000000000001 0.085345000000000018 0.10910000000000002 0.089895000000000017 0.089875000000000024 -0.12317999999999998 -0.080624999999999988
decision_type=2 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 17 -8 -4 10 11 16 13 18 -12 -15 -10 -6 -1 -16
right_child=-2 -3 8 -5 5 -7 7 -9 9 -11 14 -13 -14 15 19 -17 -18 -19 -20 -21
leaf_value=0.0022045086364797842 -0.0014721884130352145 -0.0010262647015728576 -6.7298110564012893e-05 0.0027016013251122844 0.001169482588813665 -0.0016214676082440243 0.0008418413085136445 -0.00031186371308029284 0.001040830278179662 0.0029373478584945275 0.0019037670937057459 0.0031902465101681194 0.0028106619507004883 -0.00035386612172282316 2.3171341324223739e-05 0.0013001043893016602 0.0023999300996070563 0.0024168205691615279 0.0013878424635985394 0.00099467230903309235
leaf_weight=71 57 53 52 76 74 60 1002 324 104 83 69 71 54 61 62 54 69 81 372 61
leaf_count=71 57 53 52 76 74 60 1002 324 104 83 69 71 54 61 62 54 69 81 372 61
internal_value=0 0.00101172 0.00105033 0.000900102 0.000836473 0.00060188 0.000692008 0.000559881 0.00163663 0.0018075 0.00159223 0.00205126 0.00142704 0.001293 0.00100848 0.000422097 0.00158335 0.00182182 0.00151891 0.000505612
internal_weight=0 2853 2800 2229 2153 1541 1481 1326 571 519 436 244 612 558 192 115 173 155 443 123
internal_count=2910 2853 2800 2229 2153 1541 1481 1326 571 519 436 244 612 558 192 115 173 155 443 123
is_linear=0
shrinkage=0.00736598


Tree=1246
num_leaves=18
num_cat=0
split_feature=4 4 160 48 4 4 157 4 475 49 49 48 4 16 4 16 157
split_gain=4.04164 7.98375 2.89365 2.71855 4.16853 3.40035 3.18306 3.65829 2.93618 2.33261 2.32015 2.17694 1.76861 5.24279 3.44828 1.44699 0.546848
threshold=0.27020000000000005 0.40441500000000002 -0.54913999999999985 -0.087924999999999989 -0.17568999999999999 -0.10429499999999998 -0.064429999999999987 -0.025824999999999997 -0.078224999999999975 -0.008794999999999999 -0.062709999999999974 0.10971000000000002 0.51395000000000002 -0.49057499999999993 0.48395000000000005 0.16703000000000004 -0.022224999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 15 -6 7 -7 -9 10 -8 -11 14 -14 -3 -5 -17
right_child=1 12 3 4 5 6 9 8 -10 11 -12 -13 13 -15 -16 16 -18
leaf_value=-0.00083205145186859614 -0.0024331439194681692 -4.4380929800394703e-05 0.0026469872399094781 0.0027308853029308537 -0.00060277466804033847 -0.0016265590520079928 0.00081538771889643131 0.0011853669226374859 -0.00063911938526644825 0.0010719072759469879 -0.00073071013760324507 0.0024846966449962736 0.0014999123316215442 -0.0019249629386852828 0.0020549457941290991 0.0020476841713961426 0.0010459029128127711
leaf_weight=53 62 88 56 85 92 55 198 154 78 1507 80 67 53 52 96 54 80
leaf_count=53 62 88 56 85 92 55 198 154 78 1507 80 67 53 52 96 54 80
internal_value=0 6.19601e-05 0.000939147 0.000976639 0.000938426 0.000839322 0.000901385 0.000150073 0.000571609 0.00101777 0.000370173 0.0011321 0.000597525 -0.000195437 0.00105048 0.00194765 0.00145022
internal_weight=0 351 2559 2506 2450 2231 2139 287 232 1852 278 1574 289 105 184 219 134
internal_count=2910 351 2559 2506 2450 2231 2139 287 232 1852 278 1574 289 105 184 219 134
is_linear=0
shrinkage=0.00766357


Tree=1247
num_leaves=25
num_cat=0
split_feature=3 13 14 12 3 43 13 12 51 3 13 52 475 42 16 402 43 12 3 43 13 16 16 123
split_gain=3.06722 4.22468 3.99588 4.90351 3.81036 5.26075 7.29907 3.42003 3.184 3.35283 2.73841 2.93556 1.81564 3.33053 1.59607 3.96546 2.92906 1.85353 1.52704 1.38803 2.11262 1.26567 1.15251 1.1468
threshold=0.28833000000000003 -0.47365999999999991 -0.13131999999999996 0.08486500000000001 0.076825000000000018 -0.10945499999999998 -0.006154999999999999 -1.0000000180025095e-35 0.083615000000000009 0.099330000000000016 -0.072634999999999991 -0.012244999999999997 -0.082539999999999988 0.085195000000000007 -0.007794999999999999 0.08406000000000001 -0.082739999999999994 0.11498000000000001 -0.073444999999999983 -0.14239499999999997 -0.10667999999999998 0.24624500000000002 -0.35377499999999995 0.083835000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 10 -8 9 -6 11 -7 13 -5 17 16 21 19 -18 -14 -21 -16 -11 -12
right_child=1 -3 3 12 8 6 7 -9 -10 22 23 -13 14 -15 15 -17 18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.0022968705239329776 0.0010058214343756373 -0.0017935211491255942 0.0017570602295790148 0.00297493796800632 0.0020320301101486599 0.00059231576551976091 -0.0033849796407716026 -0.00073234867741121552 0.0025588369648723943 0.00049545180876361863 0.00041393536080076149 -0.0008769885867300777 5.6986244160268182e-05 0.00050399007419999961 0.0011187895347624845 -0.0013966274079122419 0.00062168277111237656 0.0020910008655742871 -0.00064123340341511637 0.002563282167492856 0.00094144959733125956 0.0025793022443787884 -0.0011496701181271159 0.0020283218235535331
leaf_weight=100 63 69 83 71 57 147 60 59 65 52 56 191 99 63 116 59 225 93 79 52 894 53 52 52
leaf_count=100 63 69 83 71 57 147 60 59 65 52 56 191 99 63 116 59 225 93 79 52 894 53 52 52
internal_value=0 -0.000456839 0.00076232 0.000704987 0.000224308 -8.03792e-05 -0.000350452 -0.00207051 0.00109829 0.000508114 0.000108301 -0.000237725 0.00093782 0.00181385 0.000867478 0.000513727 0.000752193 0.00103278 0.000293216 0.000938522 0.00103069 0.00157731 -0.000326307 0.00119201
internal_weight=0 132 2778 2678 874 648 565 119 226 161 446 338 1804 134 1670 532 473 1138 304 1045 946 169 104 108
internal_count=2910 132 2778 2678 874 648 565 119 226 161 446 338 1804 134 1670 532 473 1138 304 1045 946 169 104 108
is_linear=0
shrinkage=0.00781684


Tree=1248
num_leaves=17
num_cat=0
split_feature=1 1374 150 160 151 13 13 13 159 49 51 13 52 12 160 42
split_gain=3.7239 2.65104 2.52611 3.24613 7.68859 4.22825 5.25012 3.26538 2.89368 2.79941 3.70669 2.44834 1.76808 1.75159 1.48103 0.982059
threshold=0.14195000000000002 0.086000000000000007 0.11717500000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.0012399999999999998 0.056735000000000001 -0.077274999999999996 0.018290000000000004 0.11580500000000001 -0.26433999999999996 0.15415000000000004 -0.15824499999999997 -0.053404999999999987 0.090735000000000024 0.090775000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 7 -7 12 -9 10 -1 -12 -5 -2 -14 -11
right_child=13 -3 -4 5 -6 6 -8 8 -10 15 11 -13 14 -15 -16 -17
leaf_value=0.0022308130534210552 0.00013175011718480467 0.001765882772804336 -0.00074269970995584486 9.4366516233906789e-05 -0.0019544992105174782 0.0032042830602418411 0.00053972226302339784 -0.0014452038046159558 0.00073658721210521807 3.6954713254098367e-05 0.00046502583080046769 0.0014810215741860608 0.0023007348103858513 -0.0015924986533901366 0.00095671190335330715 -0.0011626498968965151
leaf_weight=61 55 82 71 55 60 80 60 53 60 78 1814 117 65 54 92 53
leaf_count=61 55 82 71 55 60 80 60 53 60 78 1814 117 65 54 92 53
internal_value=0 0.000559977 0.000523582 0.000557562 0.00044754 0.00107392 0.00206285 0.000647693 -0.000286088 0.000515461 0.000578846 0.000526623 0.00114576 -0.000721798 0.00151362 -0.000447827
internal_weight=0 2801 2719 2648 2183 465 140 325 113 2123 1992 1931 212 109 157 131
internal_count=2910 2801 2719 2648 2183 465 140 325 113 2123 1992 1931 212 109 157 131
is_linear=0
shrinkage=0.00680503


Tree=1249
num_leaves=34
num_cat=0
split_feature=12 15 150 12 3 3 12 15 43 0 12 3 49 14 3 15 3 0 3 3 42 43 12 12 42 15 43 49 42 3 0 15 42
split_gain=284.988 64.6649 53.1255 50.2587 25.0276 26.5005 22.2807 18.6056 15.2698 15.0391 14.6258 13.6561 13.1483 12.4947 12.1931 11.1301 6.44352 11.7177 4.55378 3.81299 4.22574 4.22874 5.27114 3.16557 2.91238 2.89224 2.74078 4.92105 2.30018 2.07666 1.68435 0.970512 0.596454
threshold=0.056995000000000011 -0.26361999999999991 0.089155000000000012 0.13642500000000005 0.143375 -0.0024599999999999995 0.093125000000000013 -0.032144999999999993 -0.094299999999999981 -0.067134999999999986 -0.038859999999999992 -0.11749 -0.062709999999999974 -0.40567999999999999 0.10766000000000002 -1.0000000180025095e-35 -0.13392999999999997 -0.11214999999999999 -0.15755 -0.14326499999999995 -1.0000000180025095e-35 -0.0083799999999999986 0.097060000000000021 0.091290000000000024 0.088995000000000005 0.087670000000000012 -0.066724999999999993 0.092515000000000014 0.094110000000000013 -0.080914999999999987 -0.085204999999999989 0.094410000000000008 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 2 2 2 2 2 2 2 2 2
left_child=1 10 4 6 5 8 16 11 -3 -10 13 -8 -4 -1 15 -7 18 -18 -2 -9 31 32 -23 25 -25 29 28 -28 -13 -19 -27 -21 -22
right_child=3 2 12 -5 -6 14 7 19 9 -11 -12 26 -14 -15 -16 -17 17 23 -20 20 21 22 -24 24 -26 30 27 -29 -30 -31 -32 -33 -34
leaf_value=0.0007786149940712246 0.003097007480113339 0.0026397254457361519 0.0011093383770039132 0.0011356758686282568 0.00081218462175044928 0.0025763717160176241 0.001264150841579057 0.0033503906222530203 0.0018796028309457325 0.00057172181944264576 0.0012155945942592928 0.0024024870098255809 -0.00026498568528609911 -0.00049809900150200913 0.0018747776585066238 0.0037101980920663307 0.0020546252814831367 0.0031970044797567064 0.0039549743022409597 0.0032044442891431732 0.002749416341193365 0.0027830744487620232 0.001865994299167161 0.0023692395430547548 0.0029718155808049914 0.0025594947792444778 0.0017946370756426547 0.0025947963448599643 0.0029392930784657547 0.0029050582690595948 0.0029792026332337539 0.0028508641707552275 0.0030679386637884579
leaf_weight=52 52 52 64 72 63 96 52 63 92 62 58 89 54 85 54 59 53 625 53 90 52 53 53 52 99 52 65 65 55 125 193 54 52
leaf_count=52 52 52 64 72 63 96 52 63 92 62 58 89 54 85 54 59 53 625 53 90 52 53 53 52 99 52 65 65 55 125 193 54 52
internal_value=0 0.00137771 0.00171325 0.00282085 0.00201759 0.00220052 0.00288012 0.00259636 0.00167806 0.0013532 0.000352072 0.00222889 0.000480225 -1.3347e-05 0.00271538 0.0030081 0.00304178 0.00299898 0.00353029 0.00288359 0.00280045 0.00261414 0.00232474 0.00304264 0.00276445 0.00308483 0.0024119 0.00219489 0.00260767 0.00314838 0.00289021 0.003072 0.00290889
internal_weight=0 791 596 2119 478 415 2047 743 206 154 195 326 118 137 209 155 1304 1199 105 417 354 210 106 1146 151 995 274 130 144 750 245 144 104
internal_count=2910 791 596 2119 478 415 2047 743 206 154 195 326 118 137 209 155 1304 1199 105 417 354 210 106 1146 151 995 274 130 144 750 245 144 104
is_linear=0
shrinkage=0.00205156


Tree=1250
num_leaves=22
num_cat=0
split_feature=1 3 39 12 10 15 47 15 3 14 1 12 160 15 1 49 47 3 15 12 15
split_gain=749.633 136.43 47.4721 32.1024 26.5003 22.8499 21.6183 25.521 21.4587 21.8674 19.0444 14.7544 13.5024 12.3909 12.1665 15.1485 5.84711 6.43257 5.34465 4.42058 2.52676
threshold=0.10509 -0.063264999999999988 0.055555000000000007 0.11697000000000002 -0.089679999999999982 -0.24511999999999998 0.082465000000000024 -0.049344999999999993 0.10402500000000002 0.073890000000000011 0.093205000000000024 0.093065000000000009 -0.075199999999999975 -0.025879999999999997 0.085720000000000005 -0.014479999999999998 0.09023500000000001 -0.004069999999999999 -0.063834999999999989 0.087695000000000009 0.096015000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 8 -3 12 7 -2 9 11 -4 14 -6 18 19 -16 17 -7 -13 -1 -15
right_child=1 4 10 -5 5 16 -8 -9 -10 -11 -12 13 -14 20 15 -17 -18 -19 -20 -21 -22
leaf_value=0.014224640681124117 0.010682021299771379 0.0084960016363911615 0.013147164584310513 0.012352698310744741 0.010530948888459773 0.0099029689988811564 0.013330476653526782 0.012708725496350982 0.012497605320477761 0.015068381152724295 0.011292029810011303 0.013297267341531218 0.0090415406743582748 0.014014247743800707 0.012508213290502362 0.013822735341214963 0.011334253761369173 0.010899980364882789 0.012424284352525284 0.013903048209427544 0.013589794642941718
leaf_weight=687 63 52 69 81 53 60 81 77 62 87 56 160 95 173 59 292 71 93 53 379 155
leaf_count=687 63 52 69 81 53 60 81 77 62 87 56 160 95 173 59 292 71 93 53 379 155
internal_value=0 0.0108574 0.0137306 0.0138114 0.0100746 0.0102952 0.0123591 0.0117969 0.0138675 0.013909 0.0123163 0.0138575 0.00957508 0.013525 0.0139844 0.0136018 0.0107708 0.0105092 0.0130802 0.0141103 0.0138137
internal_weight=0 645 2313 2188 424 372 221 140 2107 2045 125 1958 148 541 1417 351 224 153 213 1066 328
internal_count=2958 645 2313 2188 424 372 221 140 2107 2045 125 1958 148 541 1417 351 224 153 213 1066 328
is_linear=0
shrinkage=0.00235659


Tree=1251
num_leaves=24
num_cat=0
split_feature=4 2 40 2 2 3 49 2 4 3 2 160 16 3 3 51 4 2 3 401 2 13 42
split_gain=438.764 146.872 69.6804 32.9156 26.8838 21.9316 17.592 13.9598 13.7372 18.4186 9.77932 11.1222 10.0136 9.02151 6.59563 6.4901 4.94881 4.6373 3.9405 3.27395 3.73178 2.74817 1.57169
threshold=0.31392000000000003 0.13388500000000003 -0.034699999999999988 0.099845000000000003 -0.0050599999999999994 -0.11749 -0.046739999999999997 0.153865 -0.071344999999999992 0.088880000000000015 0.14561000000000004 -0.077034999999999978 -0.50318999999999992 -0.063569999999999974 -0.15624499999999999 -0.21875499999999998 0.053330000000000009 0.098655000000000007 -0.09738999999999999 0.086390000000000008 0.072175000000000017 0.00029500000000000007 0.085965000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 -1 -2 -5 -3 14 15 11 -7 -13 16 -4 -10 21 -6 -17 20 -16 -8 -21
right_child=5 7 3 6 17 10 13 -9 9 -11 -12 12 -14 -15 19 18 -18 -19 -20 22 -22 -23 -24
leaf_value=0.0034820427168557439 0.0044991305693720405 0.0044942713948878284 0.007978018244586502 0.0049327720596601139 0.0062454468415235323 0.0041967393279461447 0.0070836247147200125 0.0027527258049076801 0.0059491661041888863 0.0052559442460481205 0.0019848628753713067 0.0035155203121189759 0.0021243912449206087 0.0056677274301030782 0.0066315143371600419 0.0063086125510395386 0.005964563134978962 0.0051923914359994789 0.006864659857965338 0.0071370343755588926 0.0070774959851973903 0.0064827096871142732 0.0077068015715445956
leaf_weight=52 78 71 53 71 54 54 95 52 62 57 54 68 67 101 160 94 68 56 801 66 551 108 65
leaf_count=52 78 71 53 71 54 54 95 52 62 57 54 68 67 101 160 94 68 56 801 66 551 108 65
internal_value=0 0.00648038 0.00661355 0.00672504 0.00499475 0.00332161 0.00609807 0.00375823 0.00687052 0.00666679 0.00294353 0.00321729 0.00282531 0.0063204 0.00710131 0.00675079 0.00656355 0.00570959 0.00680629 0.00704609 0.00697717 0.00676406 0.00741995
internal_weight=0 2637 2514 2352 162 321 443 123 1909 1014 243 189 135 372 895 957 271 110 895 842 711 203 131
internal_count=2958 2637 2514 2352 162 321 443 123 1909 1014 243 189 135 372 895 957 271 110 895 842 711 203 131
is_linear=0
shrinkage=0.00255085


Tree=1252
num_leaves=32
num_cat=0
split_feature=3 3 43 42 457 16 3 52 43 16 132 13 40 52 52 52 13 49 3 43 11 16 43 16 130 42 43 52 484 13 3
split_gain=299.671 102.442 94.5324 41.5639 37.3647 28.8726 27.4489 17.3644 15.0006 12.6252 13.2043 10.481 9.86277 8.73964 8.50829 8.22902 6.7821 4.94702 8.14394 4.13733 4.06942 3.58653 3.48103 3.805 3.40117 3.22217 3.21031 3.14767 1.93612 1.92861 1.50867
threshold=-0.063569999999999974 0.28833000000000003 -0.043814999999999993 -1.0000000180025095e-35 0.088020000000000001 -0.26194999999999996 0.11878500000000002 0.042815000000000006 0.0052850000000000006 -0.0070549999999999996 0.086470000000000005 -0.42246499999999992 -0.085354999999999986 1.0000000180025095e-35 -0.5320649999999999 -0.082384999999999986 -0.077274999999999996 -0.062709999999999974 -0.14186499999999996 -0.080454999999999985 0.077415000000000012 0.23599500000000004 0.041625000000000002 -0.083144999999999983 0.087755000000000014 0.094110000000000013 -0.083879999999999996 -0.043914999999999989 -0.084839999999999985 0.044405000000000007 -0.077754999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 6 7 8 -1 13 17 14 -3 -5 15 20 -4 26 -7 -19 -14 -11 29 24 -24 28 -23 -16 -28 -20 -18 -25
right_child=1 11 4 12 -6 9 -8 -9 -10 10 -12 -13 19 -15 16 -17 21 18 22 -21 -22 25 23 30 -26 -27 27 -29 -30 -31 -32
leaf_value=0.0023918180070492956 0.0035219317960642812 0.0010017951335642684 0.0045578146753413283 0.00038693799987556078 0.0014855620625811618 0.0035481487043863996 0.0023152879272182419 0.003891488012943489 0.0031600086776522908 0.0041264249385356911 0.0028210617686239658 -0.0003825425943860144 0.0019046040883856539 0.0051063430436662487 0.004499465617243196 0.0034786015685987154 0.0040096882392380226 0.0052156619306735399 0.0048074951106019236 0.0011607093027974679 0.0049177215060087365 0.0027692065180416111 0.0043248310707151129 0.003373577149244938 0.0038840003751964263 0.0036038180493867529 0.0035329890878982857 0.0042477243242280893 0.0043397915911458067 0.0034229680160651772 0.0039406456354060182
leaf_weight=93 55 68 82 63 52 53 72 86 95 91 64 59 79 58 80 82 87 54 56 96 65 52 97 53 93 56 71 73 762 53 58
leaf_count=93 55 68 82 63 52 53 72 86 95 91 64 59 79 58 80 82 87 54 56 96 65 52 97 53 93 56 71 73 762 53 58
internal_value=0 0.00235199 0.00269688 0.0016384 0.00340008 0.00403632 0.00365593 0.00311247 0.00396035 0.00412253 0.00386256 0.000358476 0.00120303 0.00430273 0.00396866 0.00401836 0.00380744 0.00426925 0.00430181 0.00149667 0.0044563 0.00353286 0.00425768 0.00397556 0.00432207 0.00320221 0.00411132 0.0038955 0.00437184 0.00378776 0.00367011
internal_weight=0 861 734 293 441 2097 389 179 317 1918 692 127 238 222 628 164 472 1226 1173 175 156 248 1119 208 911 108 224 144 818 140 111
internal_count=2958 861 734 293 441 2097 389 179 317 1918 692 127 238 222 628 164 472 1226 1173 175 156 248 1119 208 911 108 224 144 818 140 111
is_linear=0
shrinkage=0.00240373


Tree=1253
num_leaves=22
num_cat=0
split_feature=0 12 1 3 0 2 2 3 3 12 3 1453 51 12 481 49 151 42 402 0 13
split_gain=6.22251 5.3956 7.87715 9.22143 4.19064 3.71339 3.85973 6.73045 3.622 2.74646 2.22184 5.19795 3.56314 5.2307 5.13376 5.28971 3.21704 3.33062 2.84623 2.29325 1.02785
threshold=0.13304000000000002 -0.14392999999999997 0.10331000000000003 -0.11749 0.024295000000000001 -0.0050599999999999994 0.10472500000000001 -0.017704999999999995 0.11500500000000001 0.092475000000000016 -0.085014999999999993 -0.065309999999999993 -0.090939999999999979 0.083785000000000012 -0.051484999999999996 -0.047859999999999993 0.0048400000000000014 0.098705000000000001 -0.083959999999999993 -0.071749999999999994 -0.085784999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 -4 -5 9 -8 -9 -7 12 -12 -3 20 -15 -16 17 18 -13 -19 -14
right_child=-2 2 3 5 -6 6 7 8 -10 -11 11 16 13 14 15 -17 -18 19 -20 -21 -22
leaf_value=0.004253499557999924 -0.00030323221690644307 0.00010199968302921778 0.0049669363346969671 -0.0010657642908484175 0.0017514030340414967 0.0037243988760839761 -0.002156884825496135 0.0024178594692743391 0.00013790534253639835 0.0012638117889983778 0.0051239798231650611 0.0045158699101077605 0.0030098403808874515 -0.00068573410702285533 -0.00035633546318175808 0.0023603509156625555 0.00036926151253392493 0.00072304879312558518 0.002593134683888775 0.0024927266030954956 0.0046227327948831142
leaf_weight=87 80 71 60 76 61 52 60 91 121 97 55 61 62 56 60 480 55 119 996 101 57
leaf_count=87 80 71 60 76 61 52 60 91 121 97 55 61 62 56 60 480 55 119 996 101 57
internal_value=0 0.00213595 0.00206991 0.00120985 0.00334664 0.000689439 0.00100651 0.00039448 0.001117 0.00212316 0.00231447 0.00252244 0.00194736 0.00213048 0.00180034 0.00205833 0.00241495 0.00250299 0.00270418 0.00153591 0.00378318
internal_weight=0 2878 2791 618 121 497 421 272 212 149 2173 1387 786 715 596 540 1332 1277 1057 220 119
internal_count=2958 2878 2791 618 121 497 421 272 212 149 2173 1387 786 715 596 540 1332 1277 1057 220 119
is_linear=0
shrinkage=0.00863042


Tree=1254
num_leaves=13
num_cat=0
split_feature=1348 48 33 34 4 475 2 4 1446 15 4 15
split_gain=4.68349 3.80772 3.6665 7.81103 3.34455 2.29141 2.71553 3.81363 3.14848 2.8958 6.82686 6.78797
threshold=0.084895000000000012 0.12036500000000001 0.084300000000000014 -0.066379999999999981 0.028075000000000006 0.063540000000000013 0.08647500000000001 0.078235000000000013 0.088585000000000011 0.039965000000000007 -0.50690499999999983 0.087225000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 7 8 -5 10 -8 -11
right_child=-2 4 -4 5 -6 -7 9 -9 -10 11 -12 -13
leaf_value=-0.00069674568663254598 -0.00046385344329461192 0.0012157491201641591 0.0029882034467128534 0.0013890899632771749 -0.0010125580925776285 0.0025780062969150037 -0.0012354551804172192 0.0028033979556476209 0.0029329673036527248 0.0037988583557321512 0.0011231661398478764 0.0013367885546784195
leaf_weight=76 62 58 56 877 53 65 53 100 58 52 1043 405
leaf_count=76 62 58 56 877 53 65 53 100 58 52 1043 405
internal_value=0 0.00131656 0.00136298 0.00132961 0.000151166 0.00138768 0.00135776 0.00161239 0.00148493 0.00118802 0.00100905 0.00161709
internal_weight=0 2896 2785 2729 111 2653 2588 1035 935 1553 1096 457
internal_count=2958 2896 2785 2729 111 2653 2588 1035 935 1553 1096 457
is_linear=0
shrinkage=0.00641253


Tree=1255
num_leaves=23
num_cat=0
split_feature=2 2 2 0 2 16 0 0 2 52 52 34 0 0 0 0 0 43 49 2 0 49
split_gain=423.72 199.927 78.3182 66.3331 47.9553 34.965 25.0625 24.6294 20.3477 16.6577 23.0526 14.6068 11.6009 14.0495 10.7855 10.3935 7.58998 6.89354 6.22548 3.49687 3.4672 3.44221
threshold=0.12026500000000001 -1.0000000180025095e-35 0.098655000000000007 -0.13843999999999998 0.16730000000000003 -0.059289999999999995 -0.066574999999999981 -0.084114999999999981 0.13554000000000002 -0.45635499999999996 0.024870000000000003 -0.079224999999999976 -0.22745499999999999 -0.14920999999999998 -0.14920999999999998 -0.079249999999999987 -0.105195 -0.116045 0.087800000000000003 0.11067500000000001 -0.048199999999999993 0.088805000000000009
decision_type=2 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 14 7 11 -7 -2 -9 -5 18 -1 -3 -14 -4 16 -15 -17 -11 -12 -19 -18
right_child=4 2 3 9 -6 6 -8 8 -10 10 19 -13 13 15 -16 17 21 20 -20 -21 -22 -23
leaf_value=0.011004681550824146 0.0098680113577229132 0.012545389018738225 0.011760889117735774 0.013835434775170038 0.0086286619681781637 0.013081896339366255 0.010840538431493791 0.012418267491324525 0.010721353380004432 0.011657848604523447 0.01364525606663017 0.0093430663739292163 0.014538770388187128 0.013037378600426837 0.010483597489818208 0.01258740954054303 0.013750906316080936 0.013255403789361971 0.012669076620668279 0.012932823766280526 0.01378126443490736 0.013367340471643003
leaf_weight=54 96 61 82 103 69 54 53 60 103 83 94 60 78 102 63 73 989 341 55 64 87 149
leaf_count=54 96 61 82 103 69 54 53 60 103 83 94 60 78 102 63 73 989 341 55 64 87 149
internal_value=0 0.0131264 0.0133183 0.0125456 0.010342 0.0110221 0.0119719 0.0107984 0.0113461 0.0130323 0.0127528 0.0101304 0.0135418 0.0135752 0.0112061 0.013532 0.0136462 0.0132495 0.0120611 0.0133568 0.0133624 0.0137007
internal_weight=0 2645 2424 544 328 221 107 259 163 399 296 114 1880 1819 145 1741 1240 501 138 158 428 1138
internal_count=2973 2645 2424 544 328 221 107 259 163 399 296 114 1880 1819 145 1741 1240 501 138 158 428 1138
is_linear=0
shrinkage=0.00231039


Tree=1256
num_leaves=32
num_cat=0
split_feature=15 3 3 43 14 10 3 16 0 43 43 11 3 3 3 15 0 150 3 3 43 16 42 15 0 1212 42 42 0 402 1446
split_gain=257.696 115.419 51.2836 35.903 20.0597 17.3073 17.1193 15.7357 13.8813 12.577 11.2339 14.5931 16.2631 9.49024 7.86902 15.9733 7.57563 6.49577 25.837 5.74592 3.70217 3.03984 2.71057 2.51089 3.10128 2.69581 2.00127 1.79414 1.33133 1.31319 1.20625
threshold=-0.26361999999999991 -0.064349999999999991 0.28833000000000003 -0.049999999999999996 -0.45687499999999998 -1.0000000180025095e-35 0.10766000000000002 -0.42170999999999997 -0.075914999999999996 -0.092609999999999984 -0.116045 1.0000000180025095e-35 -0.10690999999999999 0.12745000000000004 -0.0045699999999999985 -1.0000000180025095e-35 -0.17862999999999998 0.082085000000000019 -0.087044999999999983 -0.082914999999999975 -0.049999999999999996 0.0015850000000000003 0.08179500000000002 0.091285000000000019 -0.099244999999999986 0.087685000000000013 0.090775000000000008 -0.045589999999999992 -0.079864999999999978 -1.0000000180025095e-35 0.037915000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 3 5 -1 -3 14 20 17 -7 -10 12 -12 -8 -5 16 -16 19 -19 23 -6 22 -21 24 -2 -26 27 -14 -23 -28 -24
right_child=1 2 -4 6 7 9 13 -9 10 -11 11 -13 26 -15 15 -17 -18 18 -20 21 -22 28 30 -25 25 -27 29 -29 -30 -31 -32
leaf_value=0.0024510373073124429 0.004734368776566405 0.001500491117667107 0.0013034666710284018 0.0033697431811542298 0.0010791843725421165 0.0036518469837379334 0.0022575926127358175 0.00010843029882188999 0.0029147522469897495 0.0023797847458836069 0.0025382848587589052 0.0047350197715672476 0.0038196084087997501 0.0035287769974919566 0.003104009573442118 0.0049061484991206727 0.0042293501260687707 0.0024557025186067293 0.0043732658050435746 0.0037557899495775505 0.0018725142898942178 0.0034237964024565223 0.0041087270523694954 0.0039712362742626685 0.0043515288123442512 0.0039345804845382984 0.0039174270632966286 0.0043360283566480293 0.0039162232367869242 0.0035593708379753702 0.0044307387658177877
leaf_weight=61 86 61 76 101 55 60 59 61 72 96 52 73 70 53 63 75 52 52 93 97 57 52 328 99 492 88 87 61 55 117 69
leaf_count=61 86 61 76 101 55 60 59 61 72 96 52 73 70 53 63 75 52 52 93 97 57 52 328 99 492 88 87 61 55 117 69
internal_value=0 0.00375775 0.00299193 0.00319886 0.00137729 0.00248455 0.00358343 0.00099855 0.00401864 0.00286919 0.00371576 0.00384108 0.00367239 0.00285934 0.00386204 0.00412361 0.00361306 0.00412526 0.00368575 0.0041719 0.00148314 0.00401201 0.0040845 0.00429748 0.00434594 0.00428831 0.00384837 0.00406026 0.00367713 0.00371219 0.00416475
internal_weight=0 2739 696 620 234 217 403 173 2043 156 532 460 387 112 291 190 115 1511 145 1366 112 601 494 765 666 580 335 131 107 204 397
internal_count=2973 2739 696 620 234 217 403 173 2043 156 532 460 387 112 291 190 115 1511 145 1366 112 601 494 765 666 580 335 131 107 204 397
is_linear=0
shrinkage=0.00217713


Tree=1257
num_leaves=27
num_cat=0
split_feature=4 12 13 3 12 3 12 0 4 3 0 0 41 3 11 151 43 16 16 0 1446 3 4 4 16 13
split_gain=486.78 156.735 59.1518 53.9016 40.0255 32.1768 22.0412 20.8478 19.1525 33.1105 14.6827 17.6903 14.03 11.7846 9.52244 8.43043 10.5758 5.61096 6.34965 5.65722 3.65083 3.70989 3.37023 3.25443 1.58058 1.49705
threshold=0.31392000000000003 0.056995000000000011 -0.27740999999999993 -0.0037099999999999998 0.13936000000000001 0.31395500000000004 0.091290000000000024 -0.105195 -0.029404999999999997 0.093925000000000022 -0.068189999999999987 -0.13165999999999997 0.075585000000000013 -0.015979999999999998 0.080455000000000013 -0.086059999999999984 -0.085504999999999984 0.064455000000000012 0.25137500000000007 -0.097424999999999984 0.037915000000000011 -0.09738999999999999 -0.037689999999999994 -0.0086549999999999978 0.26411500000000004 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 6 7 12 -2 24 -10 11 -4 15 -9 17 16 -3 19 -19 -8 21 -17 -20 -21 -5 -22
right_child=5 4 3 8 -6 -7 14 13 9 -11 -12 -13 -14 -15 -16 20 -18 18 22 23 25 -23 -24 -25 -26 -27
leaf_value=0.0015047990301022447 0.0030288646352019258 0.0054284439150762307 0.0027411186244198204 0.0057764769572913703 0.0031939604523160614 0.00032104242130008359 0.0042502288755918395 0.0021815440969991493 0.0050335398289249478 0.0027558090511843893 0.0024784225428390845 0.004498379467466119 0.0064984732721552821 0.00090356441034531625 0.0056280069297326395 0.00587445237866793 0.003950596261203216 0.0037696193793241932 0.0051959206122213037 0.0051039862688629801 0.0058891156091221159 0.0052757668921514927 0.0044587358983571119 0.0046582963604120111 0.0051891562806946311 0.0054182752638746506
leaf_weight=61 94 54 60 53 59 68 63 94 94 57 103 68 59 70 86 63 54 54 53 399 101 769 102 120 52 63
leaf_count=61 94 54 60 53 59 68 63 94 94 57 103 68 59 70 86 63 54 54 53 399 101 769 102 120 52 63
internal_value=0 0.00481557 0.00369311 0.00396716 0.00510861 0.0017636 0.00516397 0.00214371 0.0047121 0.0041739 0.00314149 0.00367486 0.0053769 0.00163622 0.00488158 0.00531694 0.00468975 0.00480039 0.00446787 0.00491976 0.00538492 0.00532113 0.00471097 0.00500099 0.00548585 0.0057084
internal_weight=0 2647 548 487 2099 326 2040 258 256 151 231 128 1163 164 877 1104 108 791 209 582 996 832 155 519 105 164
internal_count=2973 2647 548 487 2099 326 2040 258 256 151 231 128 1163 164 877 1104 108 791 209 582 996 832 155 519 105 164
is_linear=0
shrinkage=0.00235659


Tree=1258
num_leaves=19
num_cat=0
split_feature=1 40 3 48 3 13 151 49 3 41 42 16 156 3 3 16 13 13
split_gain=11.6403 4.77202 3.3958 5.47151 5.75176 5.73144 3.22347 3.43745 9.45775 3.35094 3.23343 2.5112 6.56074 3.33353 5.29436 2.30461 1.36402 0.462629
threshold=0.13699000000000003 0.083905000000000007 -0.024819999999999998 -0.024949999999999996 -0.0048549999999999991 -0.0094049999999999984 0.085445000000000007 -0.048899999999999992 -0.088484999999999994 0.085175000000000015 -0.12317999999999998 -0.017744999999999997 0.086040000000000019 0.12478500000000002 0.090170000000000014 0.0015850000000000003 -0.17030499999999998 0.001665
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 7 8 -1 10 17 13 -13 14 -6 -12 -2 -9
right_child=16 -3 3 4 11 -7 -8 9 -10 -11 15 12 -14 -15 -16 -17 -18 -19
leaf_value=-0.0010979166930075103 0.0009274184026510225 3.9996506255762614e-05 -9.0977378837308739e-05 0.0019562483602348062 0.0015611619389509764 -0.0010282379862076602 0.0038985414535774917 0.0029809066793574481 0.0027777282918649286 0.0040938187611997637 0.002351273041438849 0.0045637233763051246 0.0014580229914633841 0.00052486443452291146 0.0043344226122021701 0.0017863169379912173 -0.00040619640367451016 0.0038892901039853075
leaf_weight=55 66 54 76 76 103 56 61 59 74 52 1346 76 62 60 52 497 92 56
leaf_count=55 66 54 76 76 103 56 61 59 74 52 1346 76 62 60 52 497 92 56
internal_value=0 0.00212581 0.00216658 0.00167438 0.00195117 0.00068953 0.00229205 0.00224621 0.00112474 0.00231814 0.00227095 0.00242273 0.00316896 0.00194341 0.00249203 0.00219896 0.000150405 0.00342391
internal_weight=0 2815 2761 561 485 132 2200 2139 129 2010 1958 353 138 215 155 1843 158 115
internal_count=2973 2815 2761 561 485 132 2200 2139 129 2010 1958 353 138 215 155 1843 158 115
is_linear=0
shrinkage=0.00707995


Tree=1259
num_leaves=26
num_cat=0
split_feature=4 2 3 4 4 150 52 15 15 4 4 40 2 11 3 3 52 2 4 1375 52 3 158 15 3
split_gain=273.887 87.0934 32.5581 21.4544 20.4148 30.9906 17.9637 15.6375 21.5948 17.4556 11.3869 11.2664 9.11143 6.42195 9.32456 6.95927 5.89505 4.7235 4.04887 2.73542 2.68239 2.18345 1.76981 0.750215 0.406492
threshold=0.31392000000000003 0.13501500000000002 -0.046079999999999989 -0.17568999999999999 -0.0048949999999999992 0.088380000000000014 -0.087604999999999988 -0.43091499999999999 -0.26361999999999991 0.51326500000000019 0.049545000000000006 -0.010334999999999999 0.086365000000000011 1.0000000180025095e-35 -0.12711499999999995 -0.15624499999999999 -0.040589999999999994 0.096435000000000007 -0.014854999999999998 -0.012944999999999998 0.076585000000000014 -0.24149499999999999 0.085410000000000014 -0.54528999999999994 -0.080504999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 6 11 -5 9 -9 -2 13 -6 -13 14 -1 21 -3 19 -19 -16 22 -15 24 -11 -12
right_child=7 16 3 4 5 -7 -8 8 -10 23 20 12 -14 15 17 -17 -18 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0031957261085726538 0.0031631939275002002 0.0013530084419130918 0.0043690159481599147 0.0035656383783203879 0.0033175651347200231 0.0020076645023531779 0.0018825122481961388 -3.9716066174010469e-05 0.0017417168406747259 0.0017730266934177917 0.0034451995716215994 0.0051710610242200264 0.0038546851378558635 0.0045923535279547819 0.0046778835380351857 0.0039148279032988802 0.0024054906073272537 0.0040424019919736076 0.0033745711156527298 0.0041615643436461588 0.0040354630239166338 0.0052531527492661618 0.0038019249165165189 0.0013928513693012032 0.0031672687000530077
leaf_weight=59 56 56 100 53 73 52 94 57 100 57 58 54 59 55 58 56 58 144 74 1313 58 54 56 56 63
leaf_count=59 56 56 100 53 73 52 94 57 100 57 58 54 59 55 58 56 58 144 74 1313 58 54 56 56 63
internal_value=0 0.00386456 0.00395348 0.00341491 0.00316702 0.00358537 0.00248952 0.00162012 0.0010948 0.00210799 0.00408101 0.00402632 0.00448397 0.00414312 0.00409947 0.00457897 0.0018887 0.00413301 0.00381582 0.00418343 0.00360169 0.00491995 0.00345942 0.00158484 0.0033007
internal_weight=0 2647 2533 485 385 238 147 326 157 169 2048 186 113 1813 1648 165 114 1589 218 1371 235 109 177 113 121
internal_count=2973 2647 2533 485 385 238 147 326 157 169 2048 186 113 1813 1648 165 114 1589 218 1371 235 109 177 113 121
is_linear=0
shrinkage=0.00231039


Tree=1260
num_leaves=28
num_cat=0
split_feature=1 3 39 2 2 1 2 2 12 1 49 4 3 159 1 13 157 2 12 47 3 42 475 49 12 12 3
split_gain=293.651 59.0118 26.3713 25.2079 21.119 18.7215 13.3262 12.4428 12.1479 14.4384 13.4633 8.96091 8.16003 7.45264 6.70663 6.22204 6.08165 5.9851 4.77219 4.47767 3.59062 2.97932 2.80619 3.83157 3.75596 2.80599 2.13139
threshold=0.10529500000000001 -0.049204999999999992 0.0039300000000000003 0.14808000000000002 0.11504500000000002 0.088035000000000016 0.11523000000000001 -0.032374999999999994 0.088055000000000008 0.087055000000000007 -1.0000000180025095e-35 0.032770000000000001 -0.14186499999999996 -0.0048749999999999991 0.091600000000000015 -0.016319999999999998 -0.062424999999999994 0.10859000000000001 0.084805000000000005 0.082465000000000024 0.090170000000000014 0.10254000000000001 -0.081219999999999987 -0.0065649999999999988 0.084395000000000012 0.092755000000000018 0.15217000000000003
decision_type=2 2 2 2 2 2 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 7 19 -4 8 -3 9 13 -11 12 -10 18 -12 -8 -14 -9 -1 -2 -19 -18 23 -15 -24 -13 -22
right_child=1 3 5 -5 -6 -7 15 17 11 10 14 25 16 22 -16 -17 21 20 -20 -21 26 -23 24 -25 -26 -27 -28
leaf_value=0.0054270125399912533 0.0034386866112518992 0.0010487219026399808 0.0040016248359251395 0.00061693754696211277 0.0022000539580885065 0.0022449589096639202 0.0040266306974112709 0.002809814088539839 0.0049652928050027065 0.0029814549448022539 0.0038321208647759063 0.0039333617496704193 0.0035697322992093452 0.0046105642406695261 0.0050060582297966156 0.0029470649597938352 0.0042821944672775392 0.0015549771609836647 0.0046264758807516241 0.0042660049004609162 0.0026440538680863098 0.0038787788114220713 0.0048728065033462739 0.0036833822800171482 0.0044343018937900436 0.0032454897811438955 0.0019683339457903432
leaf_weight=98 85 55 75 86 68 66 62 90 76 63 62 63 96 52 52 62 631 58 78 69 53 129 173 52 335 77 56
leaf_count=98 85 55 75 86 68 66 62 90 76 63 62 63 96 52 52 62 631 58 78 69 53 129 173 52 335 77 56
internal_value=0 0.00232358 0.00418746 0.00176959 0.00331666 0.00317954 0.00425321 0.00208723 0.00429984 0.00449578 0.00387452 0.00412343 0.00420876 0.0046353 0.00436783 0.00348705 0.00414156 0.00230938 0.00507238 0.00380953 0.00203953 0.00421375 0.00450956 0.00414722 0.00458369 0.00355522 0.00229713
internal_weight=0 620 2302 398 222 141 2161 312 2037 965 177 1072 932 788 114 124 856 257 176 154 167 760 612 104 508 140 109
internal_count=2922 620 2302 398 222 141 2161 312 2037 965 177 1072 932 788 114 124 856 257 176 154 167 760 612 104 508 140 109
is_linear=0
shrinkage=0.00240373


Tree=1261
num_leaves=25
num_cat=0
split_feature=1 1 12 39 2 1 2 12 1 2 51 11 12 2 11 16 13 16 1 159 12 2 51 130
split_gain=718.338 105.147 85.1227 47.5337 28.5867 24.6722 22.6454 19.636 24.1045 20.1494 18.0065 15.3907 11.6344 7.86957 6.80177 6.72277 7.22858 6.24872 11.6247 5.84061 8.07361 4.89127 2.48081 1.69867
threshold=0.10404000000000001 0.12381000000000002 0.087255000000000013 0.0047850000000000011 0.123795 0.088035000000000016 0.14744000000000002 0.090285000000000018 0.088735000000000022 0.08647500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.099260000000000015 -1.0000000180025095e-35 0.080455000000000013 0.054560000000000004 -0.057284999999999996 -0.12653999999999996 0.11215000000000001 -0.0058699999999999994 0.083865000000000009 0.08784500000000002 0.11444000000000001 -0.012494999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 7 -5 10 8 11 -10 -3 19 -4 -12 15 22 -17 -2 -19 20 -1 -21 23 -9
right_child=1 6 12 5 -6 -7 -8 14 9 -11 13 -13 -14 -15 -16 16 -18 18 -20 21 -22 -23 -24 -25
leaf_value=0.0055615387814994819 0.0017031235720204861 0.001887625753748665 0.0039994194256240739 0.003669541716596792 0.0026679194328762721 0.0017373320520833698 -0.00058839234064085729 0.0044382991920258697 0.004292997393741978 0.0027710932434236893 -0.00024988374117115121 0.0056823326245148244 0.0027490051322970983 0.00090619917165185441 0.0046870973930929908 0.0038604750945111974 0.0028834039366868558 0.00031718353017618015 0.0016845703906877485 0.0045100798784969715 0.0045286653639060002 0.0041462498996511334 0.0035273997225898799 0.0040029269546033716
leaf_weight=54 93 53 86 75 63 62 95 52 103 79 63 56 69 58 59 100 64 71 58 524 141 301 53 490
leaf_count=54 93 53 86 75 63 62 95 52 103 79 63 56 69 58 59 100 64 71 58 524 141 301 53 490
internal_value=0 0.00138283 0.00215476 0.00408926 0.00417212 0.00279529 0.000300891 0.00421776 0.00439556 0.00363252 0.000786558 0.00452461 0.00344294 0.000304072 0.00394428 0.00388651 0.00347933 0.00125524 0.000932165 0.00446102 0.00481482 0.00437737 0.0039987 0.00404474
internal_weight=0 646 377 2276 2139 137 269 2076 1258 182 174 1076 155 121 818 759 164 222 129 1020 195 825 595 542
internal_count=2922 646 377 2276 2139 137 269 2076 1258 182 174 1076 155 121 818 759 164 222 129 1020 195 825 595 542
is_linear=0
shrinkage=0.00226508


Tree=1262
num_leaves=19
num_cat=0
split_feature=4 40 15 3 10 4 1447 15 13 13 15 132 12 3 0 4 15 4
split_gain=9.17313 4.85831 4.6182 5.26964 4.26507 4.10627 4.01038 4.50349 3.47036 3.62073 3.44071 3.68007 3.5662 3.17173 3.05318 3.00257 2.97914 2.21281
threshold=0.31392000000000003 0.0023950000000000004 -0.14773499999999998 0.10402500000000002 1.0000000180025095e-35 -0.033649999999999992 -0.072539999999999979 -0.0065999999999999991 -0.15462999999999996 -0.063549999999999982 -0.064619999999999983 -0.0054249999999999993 0.12333000000000001 -0.086284999999999987 -0.10462499999999998 -0.0090849999999999976 -0.079149999999999984 0.42405000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 6 8 -5 7 -4 -2 -10 11 -8 15 -9 -1 -12 -13 -11
right_child=4 -3 3 5 -6 -7 10 13 9 17 12 16 -14 -15 -16 -17 -18 -19
leaf_value=0.0047322745749352841 0.0026979878545097206 0.00023840914783567643 0.001920430907725012 0.0022015057111880992 -0.00077984319397462066 -0.00018241161469453808 0.00013351846069829622 0.0052285760024379582 -0.00061319623980830222 0.00038318160690085722 0.002293642483924187 0.0021798389113053002 0.00065832887209497102 0.0031046756146376532 0.002552516737394673 0.0031640367472212864 0.00091899378109674208 0.0021882615991433707
leaf_weight=56 65 56 87 61 53 74 59 52 54 52 1210 430 55 88 64 217 109 80
leaf_count=56 65 56 87 61 53 74 59 52 54 52 1210 430 55 88 64 217 109 80
internal_value=0 0.00222268 0.00226602 0.0022019 0.000973392 0.000894228 0.00227839 0.00313797 0.00134389 0.000870289 0.00218454 0.00174837 0.0023605 0.00389407 0.00357034 0.00242605 0.001925 0.00147772
internal_weight=0 2618 2562 2442 304 135 2307 227 251 186 2080 598 1482 140 120 1427 539 132
internal_count=2922 2618 2562 2442 304 135 2307 227 251 186 2080 598 1482 140 120 1427 539 132
is_linear=0
shrinkage=0.00680503


Tree=1263
num_leaves=26
num_cat=0
split_feature=1 1 12 39 14 1 12 1 15 403 15 15 48 12 1446 124 43 52 12 15 401 43 43 12 52
split_gain=423.05 79.7295 56.0229 30.9066 21.4126 20.0329 16.2234 11.7427 8.09184 11.9962 7.53004 7.46119 7.27353 6.98122 5.29348 4.46495 6.88438 5.14044 4.30022 3.2482 2.89283 2.59857 2.45611 1.15078 0.524794
threshold=0.10398500000000001 0.13699000000000003 0.087255000000000013 0.0039300000000000003 0.064610000000000015 0.088035000000000016 0.099680000000000005 0.11378500000000001 1.0000000180025095e-35 -0.083044999999999994 -0.38214499999999996 -0.12431499999999999 0.090835000000000013 0.086155000000000023 0.083705000000000016 -0.082654999999999992 -0.025079999999999995 -1.0000000180025095e-35 0.11755500000000001 0.084735000000000019 0.085625000000000021 -0.066289999999999988 -1.0000000180025095e-35 0.10742000000000002 0.084580000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 6 -5 8 -4 9 -1 -3 -11 -13 14 24 -2 -17 -18 22 -15 -21 -9 23 -8 -10
right_child=1 10 7 5 -6 -7 18 21 13 11 -12 12 -14 19 -16 16 17 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.002227232264720015 0.001613240898111567 0.00037609875077295954 0.0031775767084401404 0.0029681958688778272 0.0043294767834924711 0.001366641421126016 0.0029350306416879154 0.002454278634986437 0.0036920152012962534 0.0037774260858027212 -0.00056458610251501065 0.0032196089907630841 0.0025355682235121092 0.0037420604408888738 0.0042775668702163937 0.00049931721065693037 0.0017059378206067948 0.00094449596084963819 0.0023623578040888049 0.0032030588070067613 0.0036258908362167145 0.0017993227696633759 0.0026152183973337877 0.0033261315520551581 0.0034513400040281413
leaf_weight=57 67 81 82 75 79 63 88 53 78 94 69 681 76 73 62 80 65 97 83 457 85 54 75 55 93
leaf_count=57 67 81 82 75 79 63 88 53 78 94 69 681 76 73 62 80 65 97 83 457 85 54 75 55 93
internal_value=0 0.00128083 0.00168368 0.00319752 0.00325955 0.00223721 0.00321845 0.0025812 0.00329545 0.00315788 -5.64674e-05 0.00322019 0.00315096 0.00344274 0.00375196 0.00113463 0.00100203 0.00125015 0.00276912 0.00332555 0.00326941 0.00212395 0.00292388 0.00308561 0.00356125
internal_weight=0 648 498 2274 2136 138 2057 189 1756 908 150 851 757 848 233 309 242 162 301 615 542 107 218 143 171
internal_count=2922 648 498 2274 2136 138 2057 189 1756 908 150 851 757 848 233 309 242 162 301 615 542 107 218 143 171
is_linear=0
shrinkage=0.00209259


Tree=1264
num_leaves=26
num_cat=0
split_feature=1 1 12 39 1 14 0 12 15 0 16 16 15 16 1 133 12 150 0 12 0 0 15 15 133
split_gain=345.342 62.3981 55.6696 25.6193 24.0245 15.732 10.3556 10.2337 8.68985 14.9132 6.7791 7.93991 6.68047 14.5918 9.00745 8.96791 6.37946 6.08336 5.62433 5.22279 5.03264 3.45274 3.39652 2.31763 1.42635
threshold=0.10529500000000001 0.13546500000000003 0.087255000000000013 0.0039300000000000003 0.088035000000000016 0.073890000000000011 -0.075914999999999996 0.099980000000000013 -0.19153499999999998 -0.15270499999999995 0.0097750000000000007 -0.071444999999999995 0.025430000000000005 0.08215500000000002 0.079805000000000015 0.066685000000000008 0.09253500000000002 0.088690000000000005 -0.046614999999999997 0.087855000000000003 -0.10071499999999999 -0.13955999999999996 -0.033234999999999994 0.11635000000000001 0.25273000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 5 -5 6 8 -4 -1 -10 11 17 13 -8 15 -15 -14 21 -3 20 -11 -2 -21 24 -18
right_child=1 18 7 4 -6 -7 12 -9 9 19 -12 -13 16 14 -16 -17 23 -19 -20 22 -22 -23 -24 -25 -26
leaf_value=0.0046971324877684165 0.0017592344538481729 0.00020027772172863311 0.0038104119074226974 0.0036529866796374691 0.0017407181412459204 0.0047882817993252528 0.0022851394238932168 0.0026743151429687601 0.0027483836588825124 0.0033021843734523681 0.0022554615228948366 0.00064341898025668581 0.0044444482778384555 0.002515046573506631 0.0040906515709258117 0.0037007300796065333 0.0040157480556205207 0.0022785163783161986 0.001050220438418789 0.0035066433089701999 0.004052753891280866 0.00092737805196150581 0.0038347282302792531 0.0031594352872642223 0.0035230422783558081
leaf_weight=60 52 95 88 75 66 79 68 82 69 52 63 56 54 65 87 72 52 55 74 270 630 55 460 59 84
leaf_count=60 52 95 88 75 66 79 68 82 69 52 63 56 54 65 87 72 52 55 74 270 630 55 460 59 84
internal_value=0 0.00177013 0.00221882 0.00371289 0.00275806 0.00377518 0.00373673 0.00326256 0.00383342 0.00379842 0.00158729 0.00139408 0.00346126 0.00322356 0.00350833 0.00313836 0.0037399 0.00165342 0.000572588 0.00384971 0.00399556 0.00133188 0.00371342 0.00354467 0.00371161
internal_weight=0 620 451 2302 141 2161 2082 170 1541 1481 281 218 541 292 224 137 249 162 169 1412 682 107 730 195 136
internal_count=2922 620 451 2302 141 2161 2082 170 1541 1481 281 218 541 292 224 137 249 162 169 1412 682 107 730 195 136
is_linear=0
shrinkage=0.00231039


Tree=1265
num_leaves=17
num_cat=0
split_feature=3 12 150 151 480 52 13 52 16 11 11 52 0 481 0 156
split_gain=11.9064 3.92543 5.95205 5.075 5.42648 4.785 4.65529 4.30865 6.13987 4.14423 10.6652 7.21693 4.13198 1.93097 2.84419 1.84282
threshold=0.3148450000000001 0.056995000000000011 -0.07009 0.085445000000000007 -0.022539999999999998 -0.34918499999999997 0.05889500000000001 -0.12005499999999998 0.058455000000000007 0.086175000000000015 1.0000000180025095e-35 -0.06860999999999999 -0.11214999999999999 -0.078114999999999976 -0.086414999999999978 0.087205000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -4 7 -7 12 10 13 -11 -9 14 -6 -15
right_child=-2 3 5 -5 9 6 -8 8 -10 11 -12 -13 -14 15 -16 -17
leaf_value=-0.000451858834148389 -0.00061119832356169726 0.00049748799189848144 0.0046214247551433201 0.0052287031150047682 0.0022484054529241194 -3.5470996589873454e-06 -5.3728226892374509e-05 0.0030594544825858125 0.005225306643380518 0.003149919034718166 0.0061199078415133078 -0.0010802218443518238 0.0013770371388755684 0.0027173038751950275 0.0048509249307486547 0.0017267609160577645
leaf_weight=65 89 81 55 56 53 53 69 203 54 62 68 54 216 1530 70 148
leaf_count=65 89 81 55 56 53 53 69 203 54 62 68 54 216 1530 70 148
internal_value=0 0.00253092 0.00198824 0.00271373 0.00264551 0.00223238 0.0020114 0.00228247 0.00253881 0.00273312 0.00282947 0.00117994 0.00219236 0.00270518 0.00373025 0.00262999
internal_weight=0 2837 715 2122 2066 650 595 526 473 1985 1869 116 419 1801 123 1678
internal_count=2926 2837 715 2122 2066 650 595 526 473 1985 1869 116 419 1801 123 1678
is_linear=0
shrinkage=0.0084612


Tree=1266
num_leaves=25
num_cat=0
split_feature=4 2 3 13 2 52 4 14 0 4 16 52 4 52 2 3 16 0 3 16 42 3 16 16
split_gain=210.993 68.1303 37.8195 24.444 21.4921 18.0571 15.1867 12.5675 12.3899 11.2514 11.248 11.2375 10.1662 8.0382 6.40727 8.20076 14.5646 5.64663 4.77 3.64608 3.23984 3.08033 3.06025 1.32626
threshold=0.31392000000000003 0.14290000000000003 -0.049204999999999992 -0.00027999999999999998 0.15205000000000002 -0.010394999999999998 -0.15615999999999999 -1.0000000180025095e-35 -0.14680499999999999 0.046185000000000004 -0.47730499999999992 -0.070529999999999995 0.0029800000000000004 -0.089799999999999977 0.097005000000000022 -0.095259999999999997 0.52477000000000007 -0.097224999999999992 0.0035100000000000005 -0.43708999999999992 0.10383500000000001 -0.080349999999999991 0.51041000000000014 -0.11807499999999999
decision_type=2 2 2 2 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 7 13 -5 -2 -1 14 18 -8 -13 -4 17 16 -16 -10 -9 -11 -19 -17 23 -21
right_child=4 -3 3 6 -6 -7 11 10 9 19 -12 12 -14 -15 15 21 -18 20 -20 22 -22 -23 -24 -25
leaf_value=0.0049330140835459248 0.0025643389578433894 0.0013084147870404679 0.0025789146305788 0.0044781277425504753 -0.00014591942264923909 0.0032723786725021506 0.0039639461041924718 0.0022234174013011487 0.004707560620694772 0.0037893168615547855 0.00030127736189682156 0.0018872969748236267 0.0033771703248356637 0.0013813301179539967 0.001948060066363426 0.0043306343436680305 0.0038410660112960164 0.0039046625013480951 0.0012373495114334084 0.0030548755096618209 0.0034823340006883904 0.0035865117907676282 0.0034907209507432915 0.002497611162001629
leaf_weight=60 68 85 63 81 54 103 71 59 54 59 54 56 64 87 52 53 54 1248 70 62 132 118 67 52
leaf_count=60 68 85 63 81 54 103 71 59 54 59 54 56 64 87 52 53 54 1248 70 62 132 118 67 52
internal_value=0 0.00355532 0.00363062 0.00302069 0.00131349 0.00244963 0.00355176 0.00162758 0.00378983 0.00375466 0.00127934 0.00315876 0.00268212 0.0018845 0.0038273 0.00347123 0.00291268 0.00389606 0.00168855 0.0032367 0.00386429 0.00381731 0.00305641 0.00280092
internal_weight=0 2621 2536 525 305 253 272 251 2011 1951 183 191 120 150 1711 277 106 1434 129 240 1380 171 181 114
internal_count=2926 2621 2536 525 305 253 272 251 2011 1951 183 191 120 150 1711 277 106 1434 129 240 1380 171 181 114
is_linear=0
shrinkage=0.00255085


Tree=1267
num_leaves=33
num_cat=0
split_feature=2 12 2 2 2 12 52 0 2 34 52 3 30 43 3 160 52 0 13 50 52 2 12 133 1212 13 52 3 52 159 43 0
split_gain=220.098 92.0867 49.6347 34.0461 49.1229 19.2814 17.7789 14.9011 13.3315 13.2151 10.8168 10.1927 8.46722 7.09281 6.84651 6.48821 7.87207 7.76204 7.64794 5.61926 4.97264 2.96335 2.74065 3.80349 5.15004 2.35959 2.18494 1.78711 1.58454 1.39117 1.03967 1.26334
threshold=0.13388500000000003 0.056995000000000011 0.17553000000000005 -1.0000000180025095e-35 0.099965000000000012 0.091625000000000012 0.042815000000000006 -0.076734999999999984 0.10179000000000001 -0.049569999999999996 -0.091329999999999981 -0.14186499999999996 0.086535000000000015 -1.0000000180025095e-35 0.088880000000000015 -0.060659999999999992 0.0049050000000000005 -0.071299999999999988 -0.087669999999999984 0.089430000000000023 -0.072144999999999987 0.09056500000000002 0.087805000000000008 -0.0081099999999999974 0.041590000000000009 -0.055229999999999994 0.098580000000000015 -0.074084999999999998 0.082640000000000005 -0.073489999999999986 -0.083209999999999992 -0.080499999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 9 14 8 10 -2 11 12 -6 -3 -1 -12 21 17 18 29 -17 20 -20 -5 23 28 -25 -9 -18 -28 -13 -7 -24 -32
right_child=2 5 -4 4 6 15 -8 25 -10 -11 13 22 -14 -15 -16 16 26 -19 19 -21 -22 -23 30 24 -26 -27 27 -29 -30 -31 31 -33
leaf_value=0.0037552639619424372 0.0016541538454996265 0.0057455030175262546 0.00021139459976078864 0.0053665100316436301 0.0037772639644375813 0.0044970419223796321 0.0043938086773325641 0.0027633778475746234 0.0037499656307150601 0.00158315918767206 0.0017843615577193051 0.0054605466958317708 0.0023813277074362415 0.0028805733953612069 0.0041913087615324572 0.0034048654400459281 0.0050755942043031977 0.0031969720063263402 0.0044233981314912504 0.0048786748765523901 0.0037666316083831055 0.0046263893402483311 0.0048953509992110235 0.0048690749700005418 0.0041026258018282647 0.0034617924431716894 0.0048913693609339386 0.0043026038163740052 0.0050123094531375695 0.0039715478841768877 0.0046477201235433432 0.0042367648024072132
leaf_weight=52 59 70 68 75 52 67 53 52 67 52 52 70 52 100 91 55 97 59 200 94 101 55 79 380 59 62 59 63 142 54 282 53
leaf_count=52 59 70 68 75 52 67 53 52 67 52 52 70 52 100 91 55 97 59 200 94 101 55 79 380 59 62 59 63 142 54 282 53
internal_value=0 0.00434996 0.00195176 0.00354912 0.00386744 0.0045975 0.00315257 0.00263568 0.00479357 0.00257358 0.00282997 0.00485515 0.00306854 0.00250572 0.00469864 0.00431988 0.00442917 0.00391355 0.00424678 0.00436394 0.00420311 0.00505358 0.0047966 0.00489457 0.00476613 0.00314344 0.00480383 0.00458755 0.00516043 0.00426274 0.00464249 0.00458278
internal_weight=0 2685 241 634 478 2051 257 173 1202 156 204 1135 104 152 221 849 669 180 450 395 301 130 1065 651 439 114 219 122 212 121 414 335
internal_count=2926 2685 241 634 478 2051 257 173 1202 156 204 1135 104 152 221 849 669 180 450 395 301 130 1065 651 439 114 219 122 212 121 414 335
is_linear=0
shrinkage=0.00240373


Tree=1268
num_leaves=25
num_cat=0
split_feature=4 2 2 123 2 4 483 14 51 4 14 2 123 4 48 4 4 15 475 42 158 2 4 2
split_gain=225.863 71.6 29.2965 26.9096 24.2494 17.0897 12.2151 10.7571 9.49722 10.9614 9.34141 8.34669 4.97606 4.7347 4.69968 7.61555 7.78597 4.86291 4.07564 6.85571 2.76456 2.56885 1.84781 1.62343
threshold=0.31392000000000003 0.099965000000000012 0.14808000000000002 0.080635000000000012 0.15205000000000002 -0.032169999999999997 1.0000000180025095e-35 0.073890000000000011 -0.16140499999999999 -0.0048949999999999992 -1.0000000180025095e-35 0.11152000000000002 0.084880000000000025 0.046185000000000004 0.093225000000000016 -0.17568999999999999 -0.097349999999999978 -0.11949999999999998 -0.0052149999999999992 0.078120000000000009 0.081110000000000015 0.086545000000000025 -0.22295999999999996 0.11248000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 7 10 18 8 13 -7 -10 -2 -11 23 14 15 -1 -17 -16 -3 22 21 -15 -20 -12
right_child=4 2 -4 -5 -6 6 -8 -9 9 11 12 -13 -14 20 17 16 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.0045154178467510285 0.0024292880355554244 0.0039657686141531456 0.0014361552080262732 0.0024448250548535842 3.8247680364882219e-05 0.0033245876206606561 0.0036336398210696581 0.0045773110952808324 0.0013807442845447881 0.0030732097529293251 0.0019341955766253999 0.002049060527167107 0.00085932179274773846 0.0034664017599646654 0.0037401643226594823 0.0029055980786757002 0.00377629765490913 0.0027870419592475083 0.003264141603613155 0.0039339719171953974 0.0038038514990814268 0.0028363552986790169 0.0026822446585649485 0.001425423147557274
leaf_weight=69 68 60 71 86 54 52 54 76 56 79 66 85 53 78 59 55 1407 52 54 55 54 59 60 64
leaf_count=69 68 60 71 86 54 52 54 76 56 79 66 85 53 78 59 55 1407 52 54 55 54 59 60 64
internal_value=0 0.00347531 0.00280682 0.00368506 0.00141568 0.00298212 0.00264867 0.00374092 0.00245304 0.00224693 0.00171192 0.00254255 0.00144523 0.00370623 0.00374562 0.00377836 0.00374356 0.00329387 0.00345671 0.00327583 0.00336744 0.00319524 0.00295809 0.00168391
internal_weight=0 2621 626 1995 305 555 326 1909 272 220 251 164 183 1833 1642 1531 1462 111 229 169 191 137 114 130
internal_count=2926 2621 626 1995 305 555 326 1909 272 220 251 164 183 1833 1642 1531 1462 111 229 169 191 137 114 130
is_linear=0
shrinkage=0.00226508


Tree=1269
num_leaves=33
num_cat=0
split_feature=1 3 12 1 12 1 4 4 12 13 39 4 3 11 1 15 15 16 4 15 15 4 4 13 15 3 401 3 13 1 4 4
split_gain=294.573 61.0625 25.7364 23.7862 19.611 18.5391 16.6649 16.0784 11.1256 10.9074 10.4163 13.1181 12.9443 9.53186 7.39158 8.17338 6.52581 4.70726 4.0705 3.96774 3.41775 3.41095 2.82107 2.7275 2.44298 2.43658 2.25857 2.49601 2.11012 1.45934 1.12907 0.682692
threshold=0.10378000000000001 -0.049204999999999992 0.056995000000000011 0.14787500000000001 0.091625000000000012 0.087055000000000007 -0.064209999999999989 0.41165000000000002 0.11819000000000002 -0.00027999999999999998 0.088755000000000014 0.074650000000000008 0.13470000000000001 1.0000000180025095e-35 0.078705000000000011 -0.075094999999999981 0.062230000000000008 0.26711500000000005 0.052250000000000012 -0.044024999999999988 0.090075000000000002 -0.0101 -0.0083149999999999977 -0.00045499999999999995 -0.034094999999999993 -0.0024599999999999995 0.089540000000000022 -0.083414999999999975 -0.086439999999999989 0.094090000000000021 0.061835000000000008 -0.0014249999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 5 6 13 14 -3 17 16 -7 11 -8 -13 18 15 -1 19 -2 22 21 -18 -6 26 29 -11 -12 27 -4 -24 -22 -23 -30
right_child=1 3 4 -5 8 9 10 -9 -10 24 25 12 -14 -15 -16 -17 20 -19 -20 -21 23 30 28 -25 -26 -27 -28 -29 31 -31 -32 -33
leaf_value=0.0049390739666866348 0.0038058141030633732 0.0037223634062802263 0.0049736195367575831 0.00076674410750277771 0.0049653286983619097 0.0027191280593242945 0.0018413207450042877 0.002697492495797045 0.0035448427220388635 0.0035935042188075515 0.0020187902157118211 0.0039171877489157288 0.0022235129280586572 0.0058862059669776111 0.0052755925489731013 0.0035468849974823261 0.0053448602832092094 0.0046324857088400851 0.0044168453672706479 0.0038581311193452601 0.0047067315700798145 0.0044406369554706882 0.0056629814602605364 0.0042656464994802893 0.0043163616639643248 0.0012978801905981856 0.0052966294130596227 0.0046572417252491779 0.005239794327815058 0.0051779723503562539 0.0039856751007100229 0.0048942578866458886
leaf_weight=52 91 56 475 60 67 68 84 60 73 56 58 62 52 71 71 54 63 83 87 87 149 105 56 70 63 60 88 238 88 59 53 67
leaf_count=52 91 56 475 60 67 68 84 60 73 56 58 62 52 71 71 54 63 83 87 87 149 105 56 70 63 60 88 238 88 59 53 67
internal_value=0 0.00278603 0.00467861 0.00222856 0.00479562 0.00406904 0.00246427 0.00381508 0.00447239 0.00351936 0.00224123 0.00259198 0.00314487 0.00499617 0.00464963 0.0042301 0.00457604 0.0042003 0.00493864 0.00431385 0.00481585 0.00448995 0.00498347 0.00469587 0.00397642 0.00165245 0.00491517 0.00486805 0.00524264 0.00484053 0.00428819 0.00509061
internal_weight=0 666 2260 432 1896 364 372 234 726 187 316 198 114 1170 177 106 653 174 1099 312 341 225 1012 278 119 118 801 713 211 208 158 155
internal_count=2926 666 2260 432 1896 364 372 234 726 187 316 198 114 1170 177 106 653 174 1099 312 341 225 1012 278 119 118 801 713 211 208 158 155
is_linear=0
shrinkage=0.00250084


Tree=1270
num_leaves=18
num_cat=0
split_feature=4 457 14 12 16 14 39 4 12 12 4 16 49 43 16 16 12
split_gain=14.3862 9.06567 5.4405 4.50788 3.37128 3.21238 3.15202 2.98399 4.05415 4.68016 4.82469 3.86517 2.92603 2.39177 1.82214 4.97655 0.764802
threshold=0.31392000000000003 0.12931000000000001 0.073890000000000011 0.093455000000000024 -0.5103049999999999 -0.41608999999999996 0.094095000000000026 0.032770000000000001 -0.053404999999999987 1.0000000180025095e-35 -0.47860499999999995 -0.38959499999999997 -0.062709999999999974 -0.083284999999999984 0.51165500000000008 -0.051259999999999993 0.088365000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -2 -6 7 8 13 10 -10 16 -11 -1 15 -13 -9
right_child=3 -3 -4 -5 5 -7 -8 11 9 12 -12 14 -14 -15 -16 -17 -18
leaf_value=0.0031026605218831848 0.0024265321235076276 -0.00054728022533189825 0.0043761939790587833 -0.00087892657642021877 0.0020940385216073705 -0.0002140795101770514 0.0012228792389313975 0.0025358614945988562 0.003539293591390884 0.0015208395793179469 0.00094486593655599294 0.001870899086766336 0.0028475677150423735 0.0052849917815432201 0.0025158943150768468 -0.00083575602365300826 0.0038019911764671124
leaf_weight=63 95 52 96 67 53 95 97 55 54 100 162 132 1592 52 69 54 54
leaf_count=63 95 52 96 67 53 95 97 55 54 100 162 132 1592 52 69 54 54
internal_value=0 0.00255741 0.00262001 0.000845802 0.00132168 0.000611934 0.00255211 0.00260609 0.00271888 0.00263619 0.00159384 0.00197902 0.0027692 0.00409015 0.00147225 0.00108466 0.00316385
internal_weight=0 2632 2580 310 243 148 2484 2387 2023 1908 216 364 1692 115 255 186 109
internal_count=2942 2632 2580 310 243 148 2484 2387 2023 1908 216 364 1692 115 255 186 109
is_linear=0
shrinkage=0.0075133


Tree=1271
num_leaves=17
num_cat=0
split_feature=4 457 2 4 14 3 484 1456 2 159 2 16 2 16 159 4
split_gain=9.95183 6.27237 5.62872 4.37621 3.81817 2.95108 2.26392 2.57943 4.47304 2.387 2.79174 2.23683 1.31756 1.06948 1.04073 0.634347
threshold=0.31392000000000003 0.12931000000000001 0.13631000000000001 0.51152500000000012 0.073890000000000011 0.0012800000000000001 0.12428000000000002 -0.040024999999999998 0.083970000000000017 -0.094234999999999985 0.085865000000000011 -0.44388499999999992 0.086275000000000004 -0.54239499999999985 -0.0062899999999999996 -0.027724999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 6 -5 7 8 -1 12 -11 13 -9 -2 -10 -4
right_child=3 -3 15 5 -6 -7 -8 9 14 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.00047834457605558796 -0.00017664959753857414 -0.00043750338227310526 -3.3012444595002266e-06 0.0029247407395962995 0.0035981883862684239 0.00075007481790180075 0.003264578049733232 0.0022256998248009292 0.0027280280645724892 0.0024102651590750591 0.0018538613510899261 -0.0011364265999367167 0.0036712185818749336 0.0012404885811547893 0.0013761410588051472 0.0010436699255072508
leaf_weight=55 54 52 54 56 94 78 86 57 56 783 1184 65 79 57 64 68
leaf_count=55 54 52 54 56 94 78 86 57 56 783 1184 65 79 57 64 68
internal_value=0 0.00204447 0.00209452 0.000676104 0.00216968 0.00165947 0.00211285 0.00206933 0.00122591 0.00213948 0.00207539 -7.21532e-05 0.00306594 0.000550375 0.00200766 0.000579625
internal_weight=0 2632 2580 310 2458 134 2364 2278 175 2103 1967 176 136 111 120 122
internal_count=2942 2632 2580 310 2458 134 2364 2278 175 2103 1967 176 136 111 120 122
is_linear=0
shrinkage=0.00722155


Tree=1272
num_leaves=15
num_cat=0
split_feature=4 457 2 49 448 52 2 1429 4 2 9 11 16 4
split_gain=6.88361 4.33983 3.8954 3.82466 3.5064 3.1239 2.62935 2.387 2.36048 2.17824 2.29426 3.16214 2.18081 0.686955
threshold=0.31392000000000003 0.12931000000000001 0.13388500000000003 -0.045154999999999994 -0.063044999999999976 -0.049669999999999999 -0.046074999999999991 -0.09168999999999998 0.51395000000000002 0.11487000000000001 0.037245000000000007 0.078340000000000007 1.0000000180025095e-35 0.018150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 -5 -7 -6 -8 10 11 -9 -11 -4
right_child=3 -3 13 5 7 6 8 9 -10 12 -12 -13 -14 -15
leaf_value=0.0038551824031126209 -0.0013823113281823023 -0.00041797919876766066 0.0001178862105425152 -0.00068703662630238466 0.0037461254701430511 0.0030898781889104501 5.071434401819892e-05 0.0019462967631376426 0.0021759558156990945 0.004169434176901108 0.003534062314386814 0.00046213710814257221 0.0019898075330968159 0.0013470472128788685
leaf_weight=74 53 52 79 55 54 55 84 2031 63 61 59 104 66 52
leaf_count=74 53 52 79 55 54 55 84 2031 63 61 59 104 66 52
internal_value=0 0.00195326 0.00200109 0.000645932 0.00207565 0.00106455 0.00154191 0.00202017 0.000962135 0.00197997 0.00191872 0.00187404 0.00303741 0.000606473
internal_weight=0 2632 2580 310 2449 257 202 2375 147 2321 2194 2135 127 131
internal_count=2942 2632 2580 310 2449 257 202 2375 147 2321 2194 2135 127 131
is_linear=0
shrinkage=0.00829529


Tree=1273
num_leaves=22
num_cat=0
split_feature=3 49 2 39 52 9 12 47 131 14 48 3 52 2 41 3 49 403 1213 48 402
split_gain=5.12932 5.40374 4.93081 4.14631 5.66053 3.02058 3.48741 5.35308 3.82709 3.68266 3.26958 2.87385 2.82032 2.62403 2.47076 1.71511 1.34049 1.06633 1.4177 2.05607 0.477613
threshold=0.092005000000000017 0.036605000000000006 0.096435000000000007 0.10096000000000001 -0.063199999999999992 -1.0000000180025095e-35 0.093125000000000013 0.080075000000000021 0.086070000000000021 0.073890000000000011 0.087645000000000015 -0.15041499999999997 -1.0000000180025095e-35 0.10869000000000002 0.075585000000000013 0.31316500000000008 -0.047179999999999993 -0.084794999999999995 -0.078524999999999984 0.087730000000000016 -0.13702999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 7 9 12 10 14 -8 -9 -4 -7 -15 -12 20 -19 -20 -13
right_child=1 -3 13 4 -6 6 11 8 -10 -11 16 17 -14 15 -16 -17 -18 18 19 -21 -22
leaf_value=-6.7209054815574714e-05 -0.0014164005681602898 0.0018475887934725761 0.0017511642828487064 0.001574382033533337 -0.0014078014299580533 0.001375485100880768 -0.00015772889592342799 0.0023063801661884946 0.0012956177606128466 0.0029250606907610141 -0.00049521235569147549 0.0020416141514865076 0.0042471024674461729 -0.00071517709311862956 0.0027815328908922196 0.0007931861843175587 0.00093364470482016509 0.0019740415407411989 0.00074405586461745508 0.002112180730353767 0.0012836950835283152
leaf_weight=63 77 88 55 53 56 1234 80 68 67 66 52 70 61 64 56 65 61 59 420 53 74
leaf_count=63 77 88 55 53 56 1234 80 68 67 66 52 70 61 64 56 65 61 59 420 53 74
internal_value=0 0.000445916 -2.64108e-05 0.00129087 4.16105e-05 0.00134566 0.00138245 0.00154981 0.00256558 0.00141423 0.00134311 0.00101378 0.00322463 0.00055489 0.00143658 4.43096e-05 0.0002755 0.00115252 0.00101702 0.000897503 0.00165261
internal_weight=0 349 261 2593 109 2484 2421 1665 196 1469 1403 756 129 184 1290 129 113 676 532 473 144
internal_count=2942 349 261 2593 109 2484 2421 1665 196 1469 1403 756 129 184 1290 129 113 676 532 473 144
is_linear=0
shrinkage=0.00654078


Tree=1274
num_leaves=30
num_cat=0
split_feature=4 3 3 150 3 42 13 3 12 14 12 4 3 4 133 12 151 14 12 4 52 4 481 42 52 4 12 13 475
split_gain=288.349 104.535 52.1784 20.3812 23.3205 28.8424 15.7899 13.3293 12.4554 14.3251 16.9488 9.34055 15.1063 7.45949 5.06194 3.94612 3.57449 3.46356 3.16268 2.98255 2.85731 3.1841 2.66166 2.05724 1.85752 1.97899 1.7311 0.845834 0.227987
threshold=0.31392000000000003 -0.064349999999999991 0.28833000000000003 0.087865000000000013 -0.0024599999999999995 -0.0047199999999999994 -0.0094049999999999984 -0.079774999999999985 0.093125000000000013 0.076450000000000004 0.081685000000000021 -0.057674999999999997 0.10021000000000001 0.00059000000000000014 0.087015000000000023 0.084450000000000011 -0.084474999999999981 -0.40567999999999999 0.11160500000000002 0.55074000000000012 0.13248000000000001 -0.040394999999999993 -0.048929999999999994 0.109255 0.047345000000000005 0.060575000000000011 0.083885000000000015 0.015030000000000002 -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 8 3 4 5 27 14 -2 9 10 -1 28 -13 18 -7 26 -17 -9 20 -19 21 23 -18 -10 25 -15 -12 -3 -6
right_child=7 2 -4 -5 11 6 -8 17 13 -11 15 12 -14 24 -16 16 22 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0024590351184867278 0.001782821254917185 0.0032012029261079761 0.00078767017629980708 0.001702998525896806 0.004011647705344755 0.0029748278953587587 0.0011612328140119198 0.0012788574215845849 0.0038535162097306295 0.0047484195684788797 0.003784727286776242 0.0036025849829307596 0.0021498134887932025 0.0030460617971722159 0.0020164350841621543 0.0031771619262315779 0.003963094153055507 0.00037726103669088936 0.0029586823224799631 0.00096721741034703427 0.0031589245904905276 0.0031506241287849882 0.0036253165821583527 0.0034067620314602509 0.0032338676501123013 0.0024658885174277207 0.0042213598488729581 0.0036015557941769601 0.0037923610015621902
leaf_weight=56 92 52 70 74 53 52 71 53 178 57 95 89 55 56 53 76 129 92 54 73 81 56 854 69 59 57 82 52 52
leaf_count=56 92 52 70 74 53 52 71 53 178 57 95 89 55 56 53 76 129 92 54 73 81 56 854 69 59 57 82 52 52
internal_value=0 0.00330774 0.00256736 0.00277392 0.00292368 0.00249231 0.00195486 0.00108769 0.00356208 0.00367897 0.00363177 0.00340867 0.00304787 0.00330355 0.00249129 0.00368488 0.00363434 0.000794224 0.00345471 0.000638413 0.0035244 0.00362203 0.00366967 0.00372881 0.00291849 0.00275361 0.00398714 0.0034016 0.00390327
internal_weight=0 2632 673 603 529 280 176 310 1959 1349 1292 249 144 610 105 1236 1059 218 438 165 384 303 983 247 172 113 177 104 105
internal_count=2942 2632 673 603 529 280 176 310 1959 1349 1292 249 144 610 105 1236 1059 218 438 165 384 303 983 247 172 113 177 104 105
is_linear=0
shrinkage=0.00217713


Tree=1275
num_leaves=26
num_cat=0
split_feature=4 12 2 150 2 475 2 0 42 4 4 3 12 2 15 0 15 158 16 52 160 16 0 51 15
split_gain=187.18 70.8828 29.4655 20.4154 16.5824 15.5086 13.6557 12.5549 14.7895 18.4862 12.3655 10.3657 10.189 8.98242 8.93734 8.29333 8.10908 7.03022 4.058 4.03523 3.83633 2.66487 2.37379 1.54956 0.662718
threshold=0.31392000000000003 0.056995000000000011 0.14132000000000003 0.083435000000000023 0.123795 -0.067819999999999978 0.12750000000000003 -0.15445999999999996 -1.0000000180025095e-35 -0.22295999999999996 0.049545000000000006 -0.14186499999999996 -0.038859999999999992 0.10019000000000002 -0.19153499999999998 -0.066934999999999981 -0.41956999999999994 0.081110000000000015 0.25032500000000008 0.11330000000000001 -0.089599999999999985 -0.28430999999999995 -0.056754999999999993 0.116525 -0.090909999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 10 -1 12 -7 -9 -10 11 18 -2 -5 -14 19 -8 21 -3 20 -13 -12 -17 -21 -23
right_child=6 4 -4 13 -6 7 16 8 9 -11 17 15 14 -15 -16 22 -18 -19 -20 23 -22 24 -24 -25 -26
leaf_value=0.0020819530634903238 0.001244826419245755 0.0045033396214354702 0.0010310503352917747 0.0024908549309971698 0.0024696440789717077 0.0041455734349758562 0.0014121906950451439 0.0039724379507518962 0.0036426918894050348 0.0021200508594074806 0.003222443856627229 0.0041288531705875754 0.0029159076620229804 0.0013117922660061711 0.0016622860103282973 0.0028045493898565159 0.0002371191885379683 0.0036329132964966543 0.0037536268226707799 0.00346920580227203 0.0036499202056848395 0.0028050935708608163 0.0033424465946486747 0.0030439273033339171 0.0024501167816609959
leaf_weight=67 80 90 54 92 74 68 70 64 66 108 59 94 59 52 58 76 53 84 64 198 1098 55 97 58 57
leaf_count=67 80 90 54 92 74 68 70 64 66 108 59 94 59 52 58 76 53 84 64 198 1098 55 97 58 57
internal_value=0 0.00333181 0.00262387 0.00279019 0.00352393 0.00306999 0.00149861 0.00328624 0.00304062 0.00269774 0.00356235 0.00362943 0.00186846 0.00206525 0.00229466 0.00357598 0.000906056 0.00309529 0.00419193 0.00363208 0.00368771 0.00283105 0.00310628 0.00337295 0.00262465
internal_weight=0 2675 571 517 2104 373 320 306 238 174 2030 1775 197 144 117 1621 123 255 154 1448 1192 171 173 256 112
internal_count=2995 2675 571 517 2104 373 320 306 238 174 2030 1775 197 144 117 1621 123 255 154 1448 1192 171 173 256 112
is_linear=0
shrinkage=0.00226508


Tree=1276
num_leaves=13
num_cat=0
split_feature=124 2 14 3 48 3 16 457 9 41 13 48
split_gain=4.96823 4.21444 3.81897 6.16392 5.65087 4.064 6.73216 5.74303 4.42449 3.92418 3.68297 2.47995
threshold=-0.078224999999999989 0.11366500000000002 -0.13131999999999996 0.3148450000000001 -0.088899999999999993 0.092005000000000017 -0.059289999999999995 0.084715000000000013 0.037245000000000007 0.077550000000000022 -0.0094049999999999984 0.087035000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 4 -4 7 11 8 9 -6 -1 -7
right_child=2 -3 3 -5 5 6 -8 -9 -10 -11 -12 -13
leaf_value=0.0018972310336437879 0.0030908599187159528 -0.0013413806170876437 0.0040259666056163476 -0.00079933852152536003 0.0015704151142506141 0.0029864184160495687 -0.00088074523825283917 0.0033898070114657584 0.0034180797980599455 9.4210626321988462e-05 -0.00047306001157661063 0.00076234617418309439
leaf_weight=102 93 57 53 62 2079 53 99 101 70 107 58 61
leaf_count=102 93 57 53 62 2079 53 99 101 70 107 58 61
internal_value=0 0.000412263 0.00159318 0.00154128 0.00159664 0.00154651 0.000552064 0.00163634 0.0015578 0.00149819 0.0010375 0.00179705
internal_weight=0 217 2778 2685 2623 2570 213 2357 2256 2186 160 114
internal_count=2995 217 2778 2685 2623 2570 213 2357 2256 2186 160 114
is_linear=0
shrinkage=0.0075133


Tree=1277
num_leaves=23
num_cat=0
split_feature=12 3 4 12 16 16 1 3 41 4 3 51 16 4 1 1429 4 148 16 42 16 4
split_gain=4.92641 5.27002 5.31382 5.80712 5.27505 5.54213 5.41815 5.08241 6.24181 5.65586 4.98674 4.17531 3.79786 2.61748 1.5315 1.13505 2.37239 1.14836 1.67092 1.11363 1.05163 1.01812
threshold=0.083885000000000015 -0.11151499999999999 -0.090174999999999991 -0.092979999999999993 -0.33811499999999994 -0.095724999999999991 0.11319000000000001 -0.14186499999999996 0.076195000000000013 0.24099500000000004 0.09722500000000002 -0.089214999999999989 0.11702000000000001 -0.10429499999999998 0.10404000000000001 0.083985000000000018 -0.010264999999999998 -1.0000000180025095e-35 -0.014854999999999998 0.094110000000000013 -0.46591499999999991 -0.0073499999999999998
decision_type=2 2 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 20 6 -6 -5 8 12 13 14 -3 -2 -9 -7 17 -17 -15 21 -20 -4 -19
right_child=7 2 3 4 5 10 -8 9 -10 -11 -12 -13 -14 15 -16 16 -18 18 19 -21 -22 -23
leaf_value=-0.00072906591175021839 0.0045694633565989216 0.00083893722487177484 0.0010236044847534047 0.0031405334050982076 -0.0019351032176081239 0.0010361609626253255 0.00041844620801355056 -0.00020160847772768576 0.0005718994563904936 -0.00048501564687844598 -0.0011932193405724885 0.0030738652534843336 0.0021682511174934858 0.0022934789582684557 -0.00020065309327394596 0.0009916970481863754 0.0028490253596814802 0.0015364045080720912 0.00072254211062389064 0.0014590542230047275 0.0022139709258869396 0.0010522854713339385
leaf_weight=102 57 72 52 54 63 192 91 52 58 86 82 84 66 52 61 61 67 794 343 132 103 271
leaf_count=102 57 72 52 54 63 192 91 52 58 86 82 84 66 52 61 61 67 794 343 132 103 271
internal_value=0 0.0007325 0.000907152 0.000653229 0.000321441 -8.32289e-05 0.00143269 0.00132476 0.0024137 0.00121864 0.000264817 0.00204283 0.0032816 0.00130137 0.00073767 0.00134685 0.00196446 0.00129714 0.00126345 0.000927368 0.00181509 0.00141328
internal_weight=0 956 854 698 543 398 145 2039 181 1858 335 156 123 1772 253 1720 128 1592 1540 475 155 1065
internal_count=2995 956 854 698 543 398 145 2039 181 1858 335 156 123 1772 253 1720 128 1592 1540 475 155 1065
is_linear=0
shrinkage=0.00680503


Tree=1278
num_leaves=29
num_cat=0
split_feature=1 3 2 1 40 2 1 3 457 1 15 480 155 13 15 13 3 15 13 42 3 13 3 160 1 160 2 1
split_gain=200.447 66.3278 28.1703 19.8153 12.0504 9.95241 9.11967 8.67333 11.5268 9.51083 7.40635 6.98322 6.83519 7.20992 6.28356 4.84318 7.15818 4.75526 4.95323 4.59599 3.63588 3.24328 2.77994 4.00939 2.22249 1.82338 1.39477 0.486419
threshold=0.095920000000000019 -0.049204999999999992 0.11504500000000002 0.11690500000000002 -0.072979999999999975 0.098655000000000007 0.089625000000000024 -0.0070649999999999992 0.069705000000000003 0.10932500000000002 -0.077474999999999988 -0.069294999999999982 0.091145000000000018 -0.017354999999999999 0.087450000000000014 -0.14022999999999999 -0.12077499999999998 -0.097794999999999979 0.032645000000000007 0.086135000000000003 -0.076914999999999997 -0.084869999999999987 0.085880000000000012 0.058535000000000011 0.10970000000000001 -1.0000000180025095e-35 0.11523000000000001 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 2 2 2
left_child=5 2 12 7 -5 6 11 -3 9 -9 21 -1 13 24 19 -13 -17 -7 20 -8 -19 -6 23 -18 -2 -22 -27 -16
right_child=1 3 -4 4 10 17 14 8 -10 -11 -12 15 -14 -15 27 16 22 18 -20 -21 25 -23 -24 -25 -26 26 -28 -29
leaf_value=0.0041440633752796423 0.0029771646694702744 0.0013965065070635713 0.0016018613565909419 0.00038478537268532207 0.0013928374038825759 0.0035788247543152574 0.0021593248691694862 0.0033284077498072855 0.001445876240231502 0.0020279232646151046 0.0020318459302762311 0.0040083702406435162 0.0036840918564631626 0.0024117822650539223 0.0034680317084566713 0.002712000065271376 0.0033739232154970603 0.00333928608409123 0.0023923065947460461 0.0030407449207580733 0.0024753834348972626 0.00069982080658036042 0.0029513506213187627 0.0037571792602330446 0.0035737872365607555 0.0027259446025745776 0.0032213536013579324 0.0031720334049193453
leaf_weight=60 71 77 78 74 84 53 59 55 52 52 63 57 68 88 52 77 1101 103 78 54 52 52 64 148 52 55 55 61
leaf_count=60 71 77 78 74 84 53 59 55 52 52 63 57 68 88 52 77 1101 103 78 54 52 52 64 148 52 55 55 61
internal_value=0 0.0020396 0.00275913 0.0015349 0.00113531 0.00328201 0.00335327 0.00199704 0.00228771 0.00269661 0.00141428 0.00341453 0.00308258 0.00288862 0.0029447 0.00338427 0.00335866 0.00297011 0.00287598 0.00258074 0.00301826 0.00112803 0.00339656 0.00341936 0.00322958 0.002814 0.00297386 0.00330845
internal_weight=0 866 357 509 273 2129 1733 236 159 107 199 1507 279 211 226 1447 1390 396 343 113 265 136 1313 1249 123 162 110 113
internal_count=2995 866 357 509 273 2129 1733 236 159 107 199 1507 279 211 226 1447 1390 396 343 113 265 136 1313 1249 123 162 110 113
is_linear=0
shrinkage=0.00217713


Tree=1279
num_leaves=19
num_cat=0
split_feature=123 13 42 133 13 49 12 13 12 49 12 133 41 0 15 0 43 42
split_gain=4.56608 5.16388 2.77587 2.52144 5.91709 4.76106 4.4636 3.07304 2.93437 6.44827 5.03363 4.07557 3.01447 4.56604 2.89369 2.17272 2.10078 1.92789
threshold=1.0000000180025095e-35 -0.0094049999999999984 0.086435000000000012 -0.24159999999999995 -0.43902499999999994 -0.096394999999999995 0.084805000000000005 -0.026489999999999996 0.083885000000000015 0.059130000000000009 -0.020034999999999994 -1.0000000180025095e-35 0.07677500000000001 -0.0088049999999999986 -0.11124499999999998 -0.078989999999999991 0.069620000000000015 -0.04034999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 -5 6 -6 17 9 10 -7 -12 13 16 -11 -4 -10 -1
right_child=1 -3 15 4 5 8 -8 -9 12 14 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0022097717876372763 0.0023897029892347441 -0.0016699491795644245 -0.0011268428562456231 -0.0014591336832647656 0.0051403573824951284 0.0026395164561441435 0.0017001327148466118 0.0011119138769701057 0.001600778898530251 0.0038713212986839422 -0.0021379764615127132 0.00036949980527023501 -0.00037509211501182129 0.003483125580664331 0.0013081394404948201 0.0013128831573959085 6.9972095616460709e-06 0.0044652591751989813
leaf_weight=58 74 75 52 54 52 65 67 79 1538 66 59 338 59 99 71 62 67 60
leaf_count=58 74 75 52 54 52 65 67 79 1538 66 59 338 59 99 71 62 67 60
internal_value=0 0.000282512 0.00106192 0.00149742 0.00142278 0.00148555 0.00320421 0.00245742 0.00139892 0.000866264 0.000368656 -2.91111e-06 0.00157984 0.00164758 0.00254364 0.000199201 0.00153431 0.00335743
internal_weight=0 263 188 2732 2535 2481 119 197 2362 599 462 397 1763 1704 137 114 1605 118
internal_count=2995 263 188 2732 2535 2481 119 197 2362 599 462 397 1763 1704 137 114 1605 118
is_linear=0
shrinkage=0.00880303


Tree=1280
num_leaves=19
num_cat=0
split_feature=2 39 2 0 39 15 2 156 1 2 12 1 133 12 402 52 0 15
split_gain=9.63821 5.42696 4.33167 3.69931 3.24378 3.22224 3.00201 3.95169 4.66229 5.15846 3.21203 4.29041 3.98447 3.17852 2.99004 2.6178 2.10715 1.18779
threshold=0.25063000000000007 0.099350000000000008 -0.0098549999999999974 1.0000000180025095e-35 0.08481000000000001 -0.14051999999999998 0.089945000000000011 0.11696000000000002 0.08864000000000001 0.10709500000000001 0.090455000000000021 0.089825000000000002 0.11330000000000001 0.083310000000000009 0.036770000000000004 -0.0078749999999999983 -0.10594499999999998 -0.088184999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 17 6 -3 10 8 13 -10 11 12 -4 -8 15 -12 -6 -1
right_child=-2 5 4 -5 16 -7 7 -9 9 -11 14 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.00020710442909590451 -0.0022557098564274553 0.00060502431196577441 0.0015569450062376737 -0.0018776551118715077 0.0013699849768721824 -0.0020935446937259987 0.0027077890872242547 0.002406792075773918 -0.0017084429414542354 0.00049778614234189636 -0.0002044348283094287 0.003358167799893117 -0.00060935001598762641 0.00081962873742445785 -0.0010364672021502702 0.0013811608947886377 0.0036778959755742299 0.0015060114444383859
leaf_weight=52 62 59 864 58 52 58 65 89 101 229 91 82 60 641 55 282 53 55
leaf_count=52 62 59 864 58 52 58 65 89 101 229 91 82 60 641 55 282 53 55
internal_value=0 0.00098397 0.00105497 -0.00022329 0.00113417 -0.000731986 0.00107663 0.000761962 0.000620575 -0.000177191 0.00132343 0.00157456 0.00141618 0.000993591 0.000732954 0.000994094 0.00253576 0.000672658
internal_weight=0 2946 2829 165 2664 117 2559 1125 1036 330 1434 1006 924 706 428 373 105 107
internal_count=3008 2946 2829 165 2664 117 2559 1125 1036 330 1434 1006 924 706 428 373 105 107
is_linear=0
shrinkage=0.00813264


Tree=1281
num_leaves=30
num_cat=0
split_feature=3 3 43 150 12 43 16 39 12 13 3 43 16 12 52 16 52 16 52 12 13 3 376 43 3 1212 52 52 43
split_gain=140.282 52.9104 36.9141 20.0855 18.0948 16.3359 14.0277 13.587 12.7565 10.4799 7.17956 10.6436 6.7613 6.33093 5.87106 5.81653 5.60077 4.66782 4.57316 4.26443 4.71341 6.09986 4.22582 4.11311 5.36062 2.54128 2.35725 2.2254 0.936761
threshold=-0.063889999999999988 0.28833000000000003 -0.043814999999999993 0.090145000000000017 0.098785000000000012 -0.23799499999999998 -0.15105999999999997 0.093225000000000016 0.023990000000000004 -0.47365999999999991 0.11878500000000002 0.0052850000000000006 -1.0000000180025095e-35 0.082425000000000012 0.023800000000000005 0.41476000000000007 -0.013914999999999999 -0.16956499999999999 0.048245000000000003 0.090335000000000013 -0.08156999999999999 -0.11266 0.084195000000000006 0.0034500000000000004 -0.082594999999999988 -0.064959999999999976 -0.046194999999999993 0.098580000000000015 -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 2
left_child=4 2 5 10 8 -2 -6 22 -1 -3 11 14 27 -10 16 -14 -4 18 -15 23 -21 -22 26 25 -25 -19 -7 28 -8
right_child=1 9 3 -5 6 7 12 -9 13 -11 -12 -13 15 17 -16 -17 -18 19 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=0.0023558500236323483 0.0029027006169582139 0.0013604240511482493 0.0035427809328666617 0.0014916317810782895 0.0016003452521092774 0.0012054161962011343 0.0032448666677227732 0.00058636162906748721 0.0041862888240344932 -4.2504547896088211e-05 0.0023427430437185704 0.0024538243977784203 0.0019882159028447042 0.0023698660477014795 0.004134941022844214 0.0030625220771573962 0.0026244894797125668 0.0040102497725190787 0.0033625772819355763 0.003808345769987695 0.0024423117262430531 0.0032543868905428107 0.0023749847381378236 0.0025279232975440771 0.0035614277143572624 0.0035197858062878604 0.0019018197043520972 0.0029105737862417376 0.003704280728365946
leaf_weight=71 53 61 108 60 52 57 52 76 57 62 80 90 60 52 53 57 60 67 56 74 61 448 53 55 62 796 56 65 54
leaf_count=71 53 61 108 60 52 57 52 76 57 62 80 90 60 52 53 57 60 67 56 74 61 448 53 55 62 796 56 65 54
internal_value=0 0.00211404 0.00235489 0.00278743 0.00325942 0.00169354 0.00275045 0.00142862 0.0033556 0.000653048 0.00298621 0.00315165 0.00295802 0.00339666 0.00343571 0.00251182 0.00321497 0.00336971 0.00288484 0.0034032 0.00323982 0.00315712 0.00181407 0.00350036 0.00307581 0.00355789 0.00155076 0.00326317 0.00347915
internal_weight=0 869 746 451 2139 295 340 242 1799 123 391 311 288 1728 221 117 168 1671 108 1563 583 509 166 980 117 863 113 171 106
internal_count=3008 869 746 451 2139 295 340 242 1799 123 391 311 288 1728 221 117 168 1671 108 1563 583 509 166 980 117 863 113 171 106
is_linear=0
shrinkage=0.00240373


Tree=1282
num_leaves=26
num_cat=0
split_feature=1 155 2 123 2 2 14 2 2 2 42 160 4 2 4 47 1 39 13 1212 4 2 150 13 13
split_gain=470.37 86.3548 49.2644 43.2656 32.8619 64.5837 28.1999 23.3982 14.1373 12.1593 10.1097 9.89276 8.90576 7.80072 6.16142 5.13858 5.05437 3.56204 7.03895 3.02917 4.22142 4.20875 6.17406 2.70157 1.08092
threshold=0.10404000000000001 0.091145000000000018 0.14253500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.10457000000000001 0.064610000000000015 0.089945000000000011 0.13018000000000005 -0.13746499999999998 0.095215000000000008 -0.077034999999999978 0.082475000000000007 -0.007134999999999999 0.05864500000000001 0.077065000000000008 0.083670000000000008 0.082765000000000019 -1.0000000180025095e-35 0.091255000000000017 -0.080954999999999985 0.076510000000000009 0.086870000000000017 -0.0005399999999999999 -0.044684999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 9 14 7 13 12 -2 -4 -7 15 -1 -6 16 -9 18 -13 21 -21 23 -23 -15 -14
right_child=1 -3 10 -5 5 11 -8 8 -10 -11 -12 17 24 19 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26
leaf_value=0.0039728095186642876 0.0020314259220377507 0.0051490330456024419 -0.00011910523775879616 0.0028720151222401103 0.0049205410582183959 0.0029216122226670355 0.0062582461235215266 0.0046263223366892949 0.0030542728229141581 0.00031808705016158777 0.0013837362628413385 0.0011328663187492806 0.0040635705290512072 0.0049021823298818924 0.0037042567253410975 0.0053557197068759659 0.0039503923055164104 0.0010399812468694515 0.0023578319362444022 0.0041324018285330329 0.005112378290679496 0.0052265455431391534 0.0043759006094328283 0.0042404162020087521 0.0035292590653812706
leaf_weight=54 53 64 80 85 59 54 90 534 52 65 52 56 52 289 59 58 92 52 81 64 61 726 66 52 58
leaf_count=54 53 64 80 85 59 54 90 534 52 65 52 56 52 289 59 58 92 52 81 64 61 726 66 52 58
internal_value=0 0.0022158 0.00190851 0.00473145 0.00230412 0.0027016 0.00480175 0.00474099 0.00439656 0.00108788 0.000472709 0.00191916 0.00448443 0.00496307 0.00431264 0.00459734 0.00452703 0.0016326 0.00185732 0.00500555 0.00461086 0.00504907 0.00515569 0.00480135 0.0037821
internal_weight=0 675 611 2333 479 361 2248 2158 846 118 132 243 794 1312 118 684 626 189 137 1258 125 1133 792 341 110
internal_count=3008 675 611 2333 479 361 2248 2158 846 118 132 243 794 1312 118 684 626 189 137 1258 125 1133 792 341 110
is_linear=0
shrinkage=0.00265391


Tree=1283
num_leaves=24
num_cat=0
split_feature=1 3 2 14 123 2 2 2 1 155 2 16 3 16 2 2 3 160 133 2 13 1 43
split_gain=275.081 69.467 27.0629 24.7336 24.5712 18.7046 18.1909 16.4399 14.968 12.8363 16.1587 11.5218 7.55307 7.31498 6.51624 5.05352 3.42972 3.29748 3.61408 3.37661 3.15972 3.0899 2.98431
threshold=0.10378000000000001 -0.049204999999999992 0.14561000000000004 0.064610000000000015 1.0000000180025095e-35 -1.0000000180025095e-35 0.089945000000000011 0.10928500000000001 0.08864000000000001 0.084710000000000021 0.10523 0.053305000000000012 -0.11749 -0.0042299999999999994 0.123795 0.12026500000000001 -0.055389999999999988 0.11215500000000002 0.087815000000000018 0.079770000000000021 0.00029500000000000007 0.11829500000000003 -0.085079999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 5 4 6 -3 12 -7 14 10 21 -10 -1 15 16 -9 20 18 19 -14 -8 -2 -20
right_child=1 2 -4 -5 -6 7 8 13 11 -11 -12 -13 17 -15 -16 -17 -18 -19 22 -21 -22 -23 -24
leaf_value=0.0032603292392994663 0.0038658804419679604 0.000947405044476687 0.00041462309677957673 0.0052714697638406825 0.0025991560321512782 0.0033320908996289696 0.00395622580957951 0.002810890981774171 0.0020017379532704807 0.0042140407119095214 0.0020481276909436025 0.0036682724613273129 0.0041266169590288308 0.0011055028583342172 0.0030919130914223926 0.0017797348574750385 0.0043887410889467985 0.0036600825321754112 0.0043795101023447946 0.0044465134527731176 0.0035198582672158934 0.0030468154846158579 0.0038138310012092395
leaf_weight=52 66 89 95 94 80 68 447 52 52 63 80 52 316 53 65 70 87 60 89 614 137 52 175
leaf_count=52 66 89 95 94 80 68 447 52 52 63 80 52 316 53 65 70 87 60 89 614 137 52 175
internal_value=0 0.00221335 0.00159195 0.00401405 0.00396094 0.00192876 0.00401169 0.00228807 0.00372431 0.00322988 0.0029166 0.00283526 0.00419651 0.00188224 0.0038499 0.00221946 0.00392329 0.00423531 0.00426419 0.00433785 0.0038539 0.00350516 0.00400463
internal_weight=0 688 427 2320 2226 332 2146 243 840 261 198 104 1306 175 736 122 671 1254 1194 930 584 118 264
internal_count=3008 688 427 2320 2226 332 2146 243 840 261 198 104 1306 175 736 122 671 1254 1194 930 584 118 264
is_linear=0
shrinkage=0.00250084


Tree=1284
num_leaves=19
num_cat=0
split_feature=2 1 155 15 39 2 1 151 0 0 49 151 1 1 51 48 2 49
split_gain=9.07504 5.37448 5.14276 9.32991 4.23912 3.71691 3.53491 2.95023 5.86759 5.45559 4.33184 2.8818 3.89579 2.62144 2.14152 2.93312 3.49696 1.96753
threshold=0.25063000000000007 0.10359500000000001 0.10022500000000002 -0.033234999999999994 0.089155000000000012 -0.054704999999999997 0.11215000000000001 0.053170000000000002 -0.14259999999999998 -0.11471499999999998 -0.076494999999999994 -0.00016499999999999997 0.079805000000000015 0.13385500000000003 -0.070454999999999976 0.014805 0.10892 0.099620000000000014
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 14 -1 -5 8 11 -10 -11 -7 -13 -6 -3 16 -16 -12
right_child=-2 2 -4 6 13 7 -8 -9 9 10 17 12 -14 -15 15 -17 -18 -19
leaf_value=-0.00045476164763168193 -0.0017737871352069203 7.0962054593064758e-05 0.0027285548815256014 -0.0030336927778524723 -0.0016279865743489971 0.0016541623127565865 -0.00027890215970693581 4.3672758148780631e-05 -0.0010569493185508118 0.0033765184031930386 0.0015493029960735559 0.0020378682778899155 0.0049406387867439458 0.00082217876989387805 0.0012712685428489857 0.00063344729606543658 0.0035798864852616551 0.00072009678198803784
leaf_weight=61 62 64 68 56 56 71 63 81 53 78 1644 52 68 55 90 103 78 205
leaf_count=61 62 64 68 56 56 71 63 81 53 78 1644 52 68 55 90 103 78 205
internal_value=0 0.001308 0.000656776 0.000407278 0.000936637 0.00148618 -0.00157599 0.00153879 0.00159454 0.00146571 0.00153514 0.00292957 0.00368348 -0.000413174 0.00138414 0.00169395 0.00234363 0.00145741
internal_weight=0 2946 633 565 446 2313 119 2252 2171 1980 1927 191 120 111 335 271 168 1849
internal_count=3008 2946 633 565 446 2313 119 2252 2171 1980 1927 191 120 111 335 271 168 1849
is_linear=0
shrinkage=0.00797318


Tree=1285
num_leaves=24
num_cat=0
split_feature=1 52 1 52 14 0 0 15 0 47 151 15 0 13 42 0 15 15 0 42 1213 42 160
split_gain=237.084 56.568 32.0887 21.478 16.4908 14.5208 11.786 11.0772 10.3699 14.7078 9.42043 7.04951 5.88627 5.60744 7.12971 7.8602 6.85822 8.90064 5.5986 4.81336 2.99768 2.51875 1.61536
threshold=0.10123500000000001 -0.34918499999999997 0.13662500000000002 0.12484500000000003 0.073890000000000011 -0.13955999999999996 0.064400000000000013 -0.2987999999999999 -0.12851999999999997 1.0000000180025095e-35 -0.00016499999999999997 -0.040504999999999992 -0.18713499999999997 0.0048350000000000008 0.090045000000000014 -0.037444999999999992 0.039965000000000007 -0.076194999999999999 -0.07087499999999998 -0.049389999999999996 0.084325000000000011 0.0069650000000000016 -0.072489999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 8 5 10 13 -4 12 11 -1 21 -3 14 15 18 17 -15 -7 -18 22 -10 -16
right_child=1 2 7 -5 -6 6 -8 -9 9 -11 -12 -13 -14 16 20 -17 19 -19 -20 -21 -22 -23 -24
leaf_value=0.0017333122621030017 0.0034020338449421155 0.0016938680356302659 0.00016211772933095211 0.0028540587818416934 0.0042038901764227844 0.003430307880129403 0.0024328844991953003 0.0013368179404576401 0.00084361082149206736 0.0027459691353631855 0.003008728139980708 0.0021769146108029679 0.00079201958451804208 0.0031653171986727236 0.0033076078608496578 0.0041729422619111653 0.0029860648588494595 0.0018730195692778166 0.0026733921830652653 0.0038599604733257856 0.0035894338475028712 0.0015254746463750281 0.002975811359427307
leaf_weight=53 96 62 93 87 90 1037 85 74 53 74 68 58 93 58 99 71 87 52 53 52 61 59 339
leaf_count=53 96 62 93 87 90 1037 85 74 53 74 68 58 93 58 99 71 87 52 53 52 61 59 339
internal_value=0 0.00177833 0.00153959 0.00183396 0.00325343 0.00321298 0.00325925 0.000682788 0.00161147 0.00190266 0.00245027 0.00153543 0.00115292 0.00329603 0.00334369 0.00344121 0.00297817 0.00255463 0.00339353 0.00331316 0.00311675 0.00120302 0.00305086
internal_weight=0 749 653 486 2205 2115 1994 167 399 244 121 170 155 1909 1660 1161 249 110 1090 139 499 112 438
internal_count=2954 749 653 486 2205 2115 1994 167 399 244 121 170 155 1909 1660 1161 249 110 1090 139 499 112 438
is_linear=0
shrinkage=0.00226508


Tree=1286
num_leaves=22
num_cat=0
split_feature=4 1 4 13 4 4 1 51 3 457 43 13 15 0 42 4 0 0 0 42 13
split_gain=7.17805 4.30854 4.75709 3.44965 5.49658 7.08751 3.98916 3.528 3.8785 3.26126 2.86724 4.29768 2.66624 4.91907 2.64794 2.76034 2.57633 2.27582 2.08302 1.65669 0.373772
threshold=0.31392000000000003 0.14754500000000001 0.41823000000000005 0.032645000000000007 -0.17568999999999999 -0.10429499999999998 0.10378000000000001 -0.22508999999999998 0.088880000000000015 0.085230000000000014 -0.078734999999999986 -0.071389999999999995 -0.015539999999999998 -0.081294999999999992 -0.036704999999999995 -0.096364999999999992 0.044695000000000006 -0.105195 -0.038724999999999989 -0.094469999999999985 -0.0088749999999999992
decision_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 16 -6 7 -7 9 -9 -8 -12 13 -5 19 -16 -1 -4 -19 -14 -18
right_child=1 -3 17 12 5 6 10 8 -10 -11 11 -13 14 -15 15 -17 20 18 -20 -21 -22
leaf_value=0.0039324463611135393 -0.0010356044135453881 -0.0018545909716187535 0.0022324102997196113 0.0011660036432652775 -0.001013963978873902 0.0028897348978776031 -0.0008122666160454516 0.0013620034440179286 -0.00042449236602119697 0.0028883241649315652 4.4342363653220914e-06 0.002417501962596243 0.0010915749501990302 -0.001791887068387787 0.0023771658593632625 0.00028871568254722516 0.0015241548129113134 -0.00031195956070166104 0.0016171933903924823 -0.00067109458748694766 0.0024140505424451678
leaf_weight=56 82 53 63 61 73 87 71 1541 63 80 102 66 55 61 98 53 52 71 53 61 52
leaf_count=56 82 53 63 61 73 87 71 1541 63 80 102 66 55 61 98 53 52 71 53 61 52
internal_value=0 6.47013e-05 0.000443144 0.00123007 0.00134116 0.00124003 0.00132193 0.00144249 0.00136768 0.00143738 0.000428186 0.000952893 0.000589367 -0.000312297 0.00100166 0.00164465 0.00265726 0.001092 0.000511964 0.000163976 0.00196986
internal_weight=0 322 269 2632 2243 2083 2010 1771 1684 1621 239 168 389 122 267 151 160 187 124 116 104
internal_count=2954 322 269 2632 2243 2083 2010 1771 1684 1621 239 168 389 122 267 151 160 187 124 116 104
is_linear=0
shrinkage=0.00736598


Tree=1287
num_leaves=18
num_cat=0
split_feature=15 3 39 14 0 3 3 48 43 13 15 15 13 15 3 3 3
split_gain=197.265 84.319 65.0233 23.4395 27.7746 23.425 20.1512 12.0973 10.5617 14.7595 10.0306 9.00979 8.64237 10.5401 6.48269 6.27215 1.38223
threshold=-0.26361999999999991 0.10766000000000002 0.0047850000000000011 0.073890000000000011 -0.13843999999999998 0.057935000000000007 0.28833000000000003 0.092600000000000016 -0.080924999999999983 -0.0073899999999999999 0.13248000000000001 -0.052239999999999988 0.032645000000000007 -0.014099999999999998 0.12955000000000003 -0.11017499999999998 0.0048000000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 -2 14 11 -1 16 12 -4 15 -14 -3 -6 -10
right_child=1 6 7 -5 10 -7 -8 -9 9 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.00024627399586813278 0.00072546469967891701 0.0013775734345992962 0.0025312107373929331 0.0041193496045710222 0.0023413859265518258 0.0027213327010776368 0.00034993793787275009 0.00087335503713449061 0.00061958619638005055 0.0017300256147157694 0.0020047289653105857 0.0014763228761664521 0.0020244079453897992 0.0029414593621848398 0.0024393996809468329 0.0031007886896204126 0.00010829286091196768
leaf_weight=60 52 64 88 88 58 72 72 64 52 63 52 79 93 210 55 1675 57
leaf_count=60 52 64 88 88 58 72 72 64 52 63 52 79 93 210 55 1675 57
internal_value=0 0.00274766 0.00285718 0.00297225 0.0029266 0.00188455 0.00129621 0.00171134 0.000571683 0.000857158 0.00298848 0.00203234 0.00301359 0.00266007 0.00186854 0.00307539 0.000352434
internal_weight=0 2722 2531 2300 2212 124 191 231 232 172 2088 167 2036 303 119 1733 109
internal_count=2954 2722 2531 2300 2212 124 191 231 232 172 2088 167 2036 303 119 1733 109
is_linear=0
shrinkage=0.00226508


Tree=1288
num_leaves=28
num_cat=0
split_feature=1 1 12 47 3 14 3 3 124 51 1 12 159 0 1 12 43 1 160 50 12 1212 3 0 0 43 12
split_gain=315.741 75.4894 45.3118 22.8148 17.8927 13.4 23.1677 13.8647 13.3553 12.5658 9.95064 7.37341 7.16456 6.71329 6.61295 6.35627 5.39587 3.74791 3.0936 2.15076 2.15055 1.7034 1.56087 1.42681 3.18431 1.76249 1.29808
threshold=0.10123500000000001 0.12313000000000002 0.085075000000000026 0.085585000000000008 0.040040000000000006 0.073890000000000011 -0.12077499999999998 -0.069909999999999986 -0.082654999999999992 0.078960000000000016 0.15028500000000003 0.098785000000000012 0.082975000000000007 -0.06612999999999998 0.077845000000000011 0.090285000000000018 -0.074874999999999983 0.11050000000000001 -0.35906499999999991 0.10932500000000002 -1.0000000180025095e-35 0.095315000000000011 -0.094004999999999991 -0.085674999999999987 -0.084914999999999977 0.0034500000000000004 0.093455000000000024
decision_type=2 2 2 2 2 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 10 8 6 14 15 -2 12 13 26 16 -3 -1 19 -9 -6 -17 23 -18 22 -20 25 -25 -8 -4
right_child=1 3 11 -5 17 -7 7 9 -10 -11 -12 -13 -14 -15 -16 18 20 -19 21 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=0.0031839973194275483 0.0019318094752442698 0.00042573672262791689 0.0038761617012426641 0.0021198387873959555 0.0029455029171998218 0.0044465640492634562 0.0039959210312854329 0.0025911560243036397 0.00054262981103182231 0.0024586045520054675 -0.00024895434505044017 0.0027066252918870083 0.0040503971460155875 0.0013461163459151638 0.0021035508269248368 0.0029852235779140057 0.0038276860735065111 0.0020697717816214648 0.0038284397076263411 0.0034164326852497732 0.0032883000228483435 0.0038895754683528241 0.0034519228739403203 0.0032727428382692166 0.0038330425179761264 0.0035597519835380478 0.003386984888401823
leaf_weight=53 76 90 54 66 52 90 389 53 72 89 58 82 78 80 71 55 52 53 71 68 174 75 387 64 378 58 66
leaf_count=53 76 90 54 66 52 90 389 53 72 89 58 82 78 80 71 55 52 53 71 68 174 75 387 64 378 58 66
internal_value=0 0.00183608 0.00242571 0.00092347 0.00177401 0.0035724 0.00353519 0.00359556 0.00125616 0.00323628 0.000577045 0.00324181 0.00343008 0.000859002 0.00256555 0.00369926 0.00325658 0.0025037 0.00350968 0.00381572 0.00341252 0.00356375 0.00351035 0.00384623 0.00375197 0.00393938 0.00360732
internal_weight=0 749 455 294 253 2205 2115 1991 148 446 228 202 357 170 124 1545 279 105 588 957 226 533 458 889 442 447 120
internal_count=2954 749 455 294 253 2205 2115 1991 148 446 228 202 357 170 124 1545 279 105 588 957 226 533 458 889 442 447 120
is_linear=0
shrinkage=0.00231039


Tree=1289
num_leaves=28
num_cat=0
split_feature=1 12 1 16 0 12 39 1 12 0 1 11 0 0 1 159 12 1 150 1455 159 0 12 16 12 12 12
split_gain=418.032 96.1905 56.8213 39.2647 18.0615 17.2901 14.8072 11.9763 15.9455 14.9451 10.3345 10.0078 8.70955 8.16385 5.98961 4.37207 3.80734 3.50638 3.24991 2.97836 2.76646 2.74683 2.56509 2.53089 1.16618 1.4099 0.485971
threshold=0.10123500000000001 -1.0000000180025095e-35 0.13612500000000002 0.12992000000000004 0.056895000000000008 0.088365000000000013 1.0000000180025095e-35 0.089245000000000005 0.091625000000000012 -0.10147999999999999 0.11378500000000001 1.0000000180025095e-35 -0.060094999999999989 -0.055729999999999995 0.11706000000000001 0.018290000000000004 0.086115000000000011 0.087225000000000011 1.0000000180025095e-35 0.083055000000000018 -0.073489999999999986 0.048825000000000007 0.023990000000000004 -0.097664999999999988 0.090455000000000021 0.096475000000000019 0.093315000000000023
decision_type=2 2 2 2 2 2 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 5 7 18 -2 8 11 -9 -7 17 15 14 -8 20 -11 19 -3 22 -10 -5 -1 -22 -18 26 -26
right_child=1 2 -4 21 -6 10 13 9 12 16 -12 -13 -14 -15 -16 -17 24 -19 -20 -21 23 -23 -24 -25 25 -27 -28
leaf_value=0.0042753318970748678 -0.00017730701122084064 0.0020122637458467934 0.00071342545343936489 0.0034729380263581648 0.0027521651786802958 0.0034961505064835655 0.001306474807571149 0.0025151987544444793 0.0039664982857471999 0.0030807286443852639 0.0021704768947297844 0.0048215589451892577 0.0027862170129735729 0.0017349764824917272 0.00041675278605501491 0.0042232291369038591 0.0040268554161137617 0.0034841156841200964 0.0013236595894954685 0.003562850665016892 0.0030531576796356654 0.0041287497380957062 0.0039427900829797384 0.0035497258126934083 0.003643565518829839 0.0039425739814187054 0.0033457039550237279
leaf_weight=134 64 82 81 76 93 63 62 77 62 53 54 64 73 60 94 52 56 86 58 90 64 55 869 258 65 57 52
leaf_count=134 64 82 81 76 93 63 62 77 62 53 54 64 73 60 94 52 56 86 58 90 64 55 869 258 65 57 52
internal_value=0 0.00179061 0.00240553 0.00275872 0.0037109 0.00225413 0.000760539 0.0037531 0.00382901 0.00338363 0.0028845 0.00396472 0.00349755 0.00103853 0.000770512 0.00361659 0.00361983 0.00391819 0.00172715 0.00395232 0.00353438 0.00374846 0.00398724 0.0034511 0.00374396 0.00365277 0.00351139
internal_weight=0 749 469 388 2205 257 280 2112 1752 360 117 1243 509 216 156 436 283 1179 140 1093 384 131 1003 322 230 174 117
internal_count=2954 749 469 388 2205 257 280 2112 1752 360 117 1243 509 216 156 436 283 1179 140 1093 384 131 1003 322 230 174 117
is_linear=0
shrinkage=0.00222067


Tree=1290
num_leaves=22
num_cat=0
split_feature=1 1 12 39 1 2 2 14 12 41 3 4 0 12 16 16 4 1 3 12 51
split_gain=407.225 81.2421 57.8762 28.2575 27.7972 25.6938 23.2878 16.5006 16.0163 13.2522 14.0955 10.7401 10.0034 8.8825 8.25247 10.5171 7.56037 6.10015 5.19617 5.16529 3.0126
threshold=0.10442000000000001 0.13074500000000003 0.087255000000000013 0.0047850000000000011 0.088035000000000016 0.17553000000000005 0.11366500000000002 0.073890000000000011 -0.041014999999999989 0.077915000000000012 0.083395000000000011 0.061835000000000008 -0.10934999999999999 0.089505000000000015 0.026395000000000005 -0.07027499999999999 -0.00090499999999999988 0.11366000000000001 -0.063569999999999974 0.082165000000000016 -0.045524999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 6 -5 8 7 9 -3 10 13 20 -12 19 15 17 -15 -2 -8 -1 -4
right_child=1 5 11 4 -6 -7 18 -9 -10 -11 12 -13 -14 16 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0063133576790626172 0.0038881369576820538 0.0021197784645016942 0.005118219868447813 0.0053561064996671404 0.0031596320431902833 0.0009279074736132909 0.0049687360694148442 0.0065535245259752207 0.003476439931523306 0.004387154685132259 0.0043291632881533558 0.0043087663092414704 0.0055683492727023583 0.005561010986363836 0.0041472086881112775 0.0022359792905784956 0.0049971314582664883 0.0029969519356312108 0.0040692020066551773 0.0057232636295293108 0.005889842711618575
leaf_weight=88 80 100 57 70 55 53 93 90 87 52 80 66 62 619 55 52 161 85 55 880 53
leaf_count=88 80 100 57 70 55 53 93 90 87 52 80 66 62 619 55 52 161 85 55 880 53
internal_value=0 0.00343353 0.0040147 0.00545911 0.00438986 0.00234857 0.00552041 0.00558491 0.00275108 0.00554001 0.00557172 0.00504732 0.00487039 0.00562868 0.00334645 0.00314337 0.00544465 0.00342919 0.00463462 0.00577693 0.00549023
internal_weight=0 688 448 2305 125 240 2180 2032 187 1942 1890 176 142 1748 272 217 780 165 148 968 110
internal_count=2993 688 448 2305 125 240 2180 2032 187 1942 1890 176 142 1748 272 217 780 165 148 968 110
is_linear=0
shrinkage=0.00231039


Tree=1291
num_leaves=27
num_cat=0
split_feature=2 12 2 2 2 0 3 2 12 0 3 0 13 3 49 13 157 3 456 12 43 52 43 160 3 402
split_gain=151.913 70.1107 24.6468 35.4288 21.4007 10.984 10.3207 16.2035 10.1897 9.19772 7.63588 10.9106 5.55366 4.96834 4.77606 6.05661 3.05224 2.48968 2.06428 2.29993 3.63941 1.81785 1.73158 1.9592 1.72957 1.62583
threshold=0.13554000000000002 0.023990000000000004 -1.0000000180025095e-35 0.10859000000000001 0.17553000000000005 -0.066574999999999981 0.10402500000000002 0.08647500000000001 0.093125000000000013 -0.14606999999999998 -0.15415499999999996 -0.12851999999999997 -0.080314999999999984 -0.15041499999999997 0.036605000000000006 -0.0073349999999999986 -0.0089949999999999978 -0.10859999999999999 0.08728000000000001 0.090285000000000018 -0.082204999999999986 -0.023079999999999996 0.0048000000000000013 1.0000000180025095e-35 -0.064349999999999991 0.026870000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 12 -1 7 -4 10 -9 -3 -12 -2 -10 15 -5 -15 -18 19 25 -21 -11 23 -19 -24 -13
right_child=4 8 3 14 -6 -7 -8 9 13 21 11 18 -14 16 -16 -17 17 22 -20 20 -22 -23 24 -25 -26 -27
leaf_value=0.0023992241915278983 0.0011155985410024338 0.0045108900000414972 0.0047638940118525314 0.0023979912562670344 2.0476354545606536e-05 0.0010093373116202063 0.0024829037315196186 0.0026719922353414783 0.0028141957741756526 0.0041468963571492032 0.0025825145574134532 0.0037292524603213775 0.0021436694451534848 0.0029135210374313697 0.0027276606705254371 0.0013371344009727548 0.0039664357070004702 0.0032577931849224469 0.0041040140663463186 0.0029874599122240997 0.0036978362724396693 0.0034728498451841844 0.00349895201398752 0.003795694065325721 0.00403193513500218 0.0040082342696090342
leaf_weight=80 57 82 67 66 71 69 57 84 88 52 54 713 86 61 54 75 71 285 103 66 167 54 151 53 55 172
leaf_count=80 57 82 67 66 71 69 57 84 88 52 54 713 86 61 54 75 71 285 103 66 167 54 151 53 55 172
internal_value=0 0.00339628 0.00266869 0.00293588 0.00116567 0.00175577 0.00346635 0.00368437 0.00362199 0.00330355 0.00375483 0.00370619 0.00173407 0.00338599 0.00208154 0.0018339 0.00346038 0.00351458 0.00375586 0.00372376 0.00349673 0.00380377 0.00345556 0.00334222 0.00364139 0.0037835
internal_weight=0 2779 658 509 214 149 314 257 2121 190 1357 1275 143 764 195 141 676 615 1221 1118 233 106 544 338 206 885
internal_count=2993 2779 658 509 214 149 314 257 2121 190 1357 1275 143 764 195 141 676 615 1221 1118 233 106 544 338 206 885
is_linear=0
shrinkage=0.00255085


Tree=1292
num_leaves=21
num_cat=0
split_feature=2 2 2 0 160 48 160 1429 0 52 12 12 34 50 12 1 16 16 1 160
split_gain=9.19774 6.39844 4.53891 5.70548 5.33855 4.22921 4.1954 4.0758 5.35339 4.14219 5.66037 5.12583 3.20753 2.81244 2.67074 2.42324 2.23899 8.50717 3.53814 1.04018
threshold=0.25063000000000007 -0.0098549999999999974 0.097005000000000022 -0.014704999999999998 0.019875 0.11904500000000003 0.11475 0.08401500000000002 -0.086954999999999991 0.092320000000000013 0.084270000000000012 -0.014854999999999998 -1.0000000180025095e-35 0.088865000000000013 0.108115 0.11189500000000001 -0.0024749999999999993 0.057265000000000003 0.093170000000000017 -0.52641999999999989
decision_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 7 5 13 -6 9 -9 11 -11 -3 15 16 -13 -1 18 -18 -4 -12
right_child=-2 2 4 -5 6 -7 -8 8 -10 10 19 14 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=0.0022857975943199752 -0.0013030942403586452 0.0046350034403473987 0.0025591220683162928 0.0044123766576644749 0.00370381138043786 -0.00038057226825640155 0.0010708912212841796 -0.0011502091028664475 0.0021053971522406534 -0.00090341183409988369 0.0026845863222667412 0.0021809460217579184 -0.00079448837704405916 0.0029142782542542754 0.0038148936426195411 4.0887188760297571e-05 -0.0020356786931925754 0.0013842297114164367 0.00093643137996952985 0.0015950887082378082
leaf_weight=62 56 56 150 63 101 86 55 52 69 52 66 1174 73 67 62 52 52 239 167 239
leaf_count=62 56 56 150 63 101 86 55 52 69 52 66 1174 73 67 62 52 52 239 167 239
internal_value=0 0.00183136 0.00192465 0.00214496 0.00148417 0.00121923 0.00277606 0.00206421 0.000705618 0.00216385 0.00143258 0.00236585 0.00045908 0.00142318 0.00226297 0.00126252 0.00125873 0.000772831 0.00170452 0.00183112
internal_weight=0 2937 2750 1833 917 761 156 1770 121 1649 357 1292 187 675 1236 114 608 291 317 305
internal_count=2993 2937 2750 1833 917 761 156 1770 121 1649 357 1292 187 675 1236 114 608 291 317 305
is_linear=0
shrinkage=0.00766357


Tree=1293
num_leaves=13
num_cat=0
split_feature=10 16 16 1428 482 2 42 43 4 12 4 158
split_gain=8.69483 6.90189 3.7967 3.92933 3.53037 3.49548 3.71686 3.34262 3.1219 3.31075 3.88155 1.82856
threshold=-1.0000000180025095e-35 -0.088099999999999984 0.63633500000000009 0.086350000000000024 0.11789500000000001 0.097005000000000022 -0.090304999999999983 -0.10561 -0.27577999999999997 0.11395500000000001 -0.12685999999999997 0.089505000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 -7 -8 -2 10 -10 -9
right_child=2 -3 -4 -5 -6 6 7 11 9 -11 -12 -13
leaf_value=-0.0021879016895837516 0.0034490848415551921 0.0010527574453402988 -0.00043884714867317183 0.0034896229584659498 0.0035461809953272697 0.0027997798678195975 -0.00060475187429506901 0.0012472241289313416 -0.00026903148191526538 0.0035083561626156764 0.0016676366978696326 -0.00014298685139707153
leaf_weight=65 59 95 54 64 52 70 73 612 63 55 1670 61
leaf_count=65 59 95 54 64 52 70 73 612 63 55 1670 61
internal_value=0 -0.000263249 0.00157257 0.00161168 0.00156738 0.00152871 0.0011107 0.000952102 0.00171334 0.00165602 0.00159719 0.0011211
internal_weight=0 160 2833 2779 2715 2663 816 746 1847 1788 1733 673
internal_count=2993 160 2833 2779 2715 2663 816 746 1847 1788 1733 673
is_linear=0
shrinkage=0.00766357


Tree=1294
num_leaves=20
num_cat=0
split_feature=10 3 13 0 2 1 2 0 3 0 484 484 0 43 2 3 4 156 484
split_gain=6.01455 3.88498 4.9992 3.80323 2.66778 4.55617 9.40787 4.51099 6.52569 4.31365 3.12836 3.90859 3.69698 3.00444 3.27573 2.82428 2.36074 2.35123 1.46696
threshold=-1.0000000180025095e-35 0.31966500000000003 -0.18997999999999995 -0.082054999999999975 0.08647500000000001 0.088035000000000016 0.097925000000000012 -0.036459999999999992 -0.021559999999999996 0.040570000000000002 0.0087000000000000011 0.087235000000000021 -0.11262999999999999 -0.14724999999999996 0.095195000000000016 -0.012814999999999998 -0.088709999999999983 0.10203000000000002 0.089535000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 10 9 -7 8 -8 13 12 -12 -4 14 -6 16 -14 -9 -15
right_child=1 -3 4 -5 5 6 7 17 -10 -11 11 -13 15 18 -16 -17 -18 -19 -20
leaf_value=0.001355361707006085 0.0035921680425786227 -0.00053809093795999924 0.0038312804881107223 -0.0013072489318633152 0.0014985998998249088 -0.0029048277696169379 -0.0017849288898439319 0.0033386620741191544 0.0011575068643401101 -0.00034393454070301855 -0.0011438594709207942 0.0018597003543996073 0.003545100326165404 0.0013808651571494363 0.0045053731675675337 -2.1359925707777159e-06 0.0017751032563491753 0.00097508528408841674 0.0025230678509245014
leaf_weight=64 79 69 67 96 52 52 76 67 186 85 57 68 58 866 52 60 795 55 89
leaf_count=64 79 69 67 96 52 52 76 67 186 85 57 68 58 866 52 60 795 55 89
internal_value=0 0.00144406 0.00149357 -0.00024164 0.00143179 0.00120857 0.000472272 0.000929823 0.000303631 0.0014891 0.0017509 0.000489354 0.00191172 0.00163632 0.00300286 0.00177075 0.00189556 0.00227386 0.00148741
internal_weight=0 2833 2764 160 2685 1580 436 384 262 1144 1105 125 980 1059 104 913 853 122 955
internal_count=2993 2833 2764 160 2685 1580 436 384 262 1144 1105 125 980 1059 104 913 853 122 955
is_linear=0
shrinkage=0.0084612


Tree=1295
num_leaves=28
num_cat=0
split_feature=15 2 11 15 160 133 155 15 15 160 2 42 42 2 49 160 42 1213 2 1212 1446 160 15 2 160 160 403
split_gain=8.05192 3.93277 7.29259 4.30037 4.28363 4.84036 4.90268 6.65195 7.06004 3.66137 3.07316 2.95868 2.44319 3.95079 1.93438 2.08084 1.48043 1.44001 1.4284 1.39949 2.66764 4.55403 1.04634 0.930552 0.904148 0.764435 0.748694
threshold=-0.2987999999999999 0.087635000000000005 0.077415000000000012 -0.22805999999999996 0.019875 0.046800000000000008 0.085890000000000008 0.086035000000000014 -0.0070899999999999991 0.084100000000000022 -0.054704999999999997 0.09747500000000002 0.096160000000000009 -0.018734999999999998 0.096505000000000021 0.13048000000000004 0.088875000000000023 0.11864000000000001 0.097110000000000016 0.087685000000000013 0.037915000000000011 -0.081969999999999987 -0.090324999999999989 0.10121500000000001 -0.0048599999999999989 -0.088774999999999979 -0.083919999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 10 -3 5 6 7 8 -5 -6 -2 16 13 -1 15 22 24 19 -13 20 21 -12 -11 -9 -7 -22 -21
right_child=1 3 -4 4 9 11 -8 23 -10 14 17 18 -14 -15 -16 -17 -18 -19 -20 26 25 -23 -24 -25 -26 -27 -28
leaf_value=0.00079116279091850667 -0.00016376602379079575 0.0030999893342401274 0.0042970363936446262 4.3308756886713074e-05 0.0034031278034473414 0.00090967454516686528 0.0018425274917388131 0.00062067324416837386 -0.0022997130041260572 -0.00051815597249891827 0.00026152416378688527 0.0010879807019834684 0.0010534355298720739 -0.0017840600535541453 0.0024993454301679187 0.0020581488200855326 0.0024861159091920638 0.0027009464788136667 -0.0006052269615163604 -2.8279541238977733e-05 0.0033525046305667803 0.0016678814033613248 0.00092083983859976614 0.0016616999548669761 0.0018765868732418679 0.002050166779595504 0.0012466134823809069
leaf_weight=55 68 53 54 251 59 131 96 119 108 52 167 58 54 96 57 59 91 57 59 53 52 714 69 88 101 55 55
leaf_count=55 68 53 54 251 59 131 96 119 108 52 167 58 54 96 57 59 91 57 59 53 52 714 69 88 101 55 55
internal_value=0 0.00122967 0.0015403 0.000956661 0.000875346 0.000655369 0.000241144 -3.03239e-05 -0.000661328 0.00169404 0.00141831 0.0012784 -0.000344911 -0.000845523 0.00126822 0.000877915 0.00165667 0.00151169 0.000233442 0.00144976 0.00154036 0.00140139 0.000301752 0.00106363 0.00133097 0.00268384 0.000620214
internal_weight=0 2726 1275 1451 1398 1102 662 566 359 296 1221 440 205 151 237 180 323 1153 117 1096 988 881 121 207 232 107 108
internal_count=2931 2726 1275 1451 1398 1102 662 566 359 296 1221 440 205 151 237 180 323 1153 117 1096 988 881 121 207 232 107 108
is_linear=0
shrinkage=0.00766357


Tree=1296
num_leaves=21
num_cat=0
split_feature=4 2 2 0 14 34 11 4 0 0 42 42 14 16 42 0 42 52 0 2
split_gain=176.188 57.8186 18.3928 35.2657 12.3158 12.3569 11.8386 9.30812 8.05562 8.07291 7.64949 6.9236 3.53344 5.32014 3.15513 3.91329 3.14065 3.0928 1.45818 1.40489
threshold=0.31392000000000003 0.14132000000000003 0.10052500000000002 -0.12851999999999997 0.073890000000000011 -0.081104999999999997 0.076235000000000011 -0.40515499999999993 -0.066574999999999981 -0.13409999999999997 0.083970000000000017 0.096935000000000007 -0.42227999999999993 -0.47730499999999992 -0.04034999999999999 -0.049024999999999992 -0.08588999999999998 0.0030150000000000008 0.12390500000000002 0.11248000000000001
decision_type=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 12 -7 9 -9 -10 14 -2 19 16 17 -5 -16 -17 -14
right_child=6 -3 3 11 -6 7 -8 8 10 -11 -12 -13 13 -15 15 18 -18 -19 -20 -21
leaf_value=0.0021901881001340044 0.0015426896529013674 0.0013086447603100444 0.00157387929080983 0.0033492842687520355 0.0041752587410137003 0.0041471658504514805 0.0022563164525352076 0.0027425197062126211 0.0020957716896872524 0.003370789371738079 0.0032602561481199872 0.0025130286502162446 0.0014427377464266463 0.00031930848750573709 0.0027461873704510173 0.0040103302190992738 0.0025345665377099762 0.0035226879564854217 0.0034627683868879325 0.00093650892022639656
leaf_weight=56 57 91 101 53 90 72 53 123 60 1559 66 82 54 64 58 59 53 57 52 71
leaf_count=56 57 91 101 53 90 72 53 123 60 1559 66 82 54 64 58 59 53 57 52 71
internal_value=0 0.00315479 0.0032209 0.0028229 0.00332206 0.00328238 0.00124567 0.0033149 0.00328174 0.00332486 0.00270594 0.00312756 0.00102782 0.000872413 0.00327926 0.00343726 0.00294216 0.00313128 0.00375404 0.0011554
internal_weight=0 2632 2541 515 2026 1936 299 1880 1808 1682 126 414 246 189 332 226 106 115 111 125
internal_count=2931 2632 2541 515 2026 1936 299 1880 1808 1682 126 414 246 189 332 226 106 115 111 125
is_linear=0
shrinkage=0.00235659


Tree=1297
num_leaves=17
num_cat=0
split_feature=15 40 15 3 12 132 159 151 1 2 159 160 151 52 13 3
split_gain=6.26674 4.17706 4.30537 3.5944 3.07597 2.8686 3.69951 3.36624 6.57576 3.29996 3.0449 2.31841 2.24725 1.7653 1.59352 0.548376
threshold=-0.2987999999999999 1.0000000180025095e-35 -0.19153499999999998 0.28833000000000003 -0.082039999999999988 0.089275000000000007 0.085545000000000024 -0.085989999999999983 0.086215000000000014 0.10202000000000001 0.10610000000000001 -0.013164999999999998 -0.083274999999999988 -0.087329999999999991 -0.074349999999999986 -0.084604999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 -1 6 7 8 -4 15 13 -6 -9 -8 -12 -7
right_child=1 -3 3 -5 11 9 10 12 -10 -11 14 -13 -14 -15 -16 -17
leaf_value=-0.0013265839605048114 0.0027142188435732959 -0.00075247478352360542 0.001424636743885374 -0.00068737280887280262 -0.0005034947079365559 0.00048960661543554624 0.0037220672028228704 0.0026142091728116991 -0.001353299796563753 -0.0012198581825680539 0.00039713862635748032 0.0014553009523275394 0.0011446957649609145 0.0019658538383762118 0.0020081945731940465 0.0014490221810957635
leaf_weight=79 88 62 97 58 62 74 61 56 82 55 60 64 1851 59 69 54
leaf_count=79 88 62 97 58 62 74 61 56 82 55 60 64 1851 59 69 54
internal_value=0 0.00109977 0.00114291 0.0010892 -0.000209159 0.00113015 0.0011984 0.001099 0.000151632 0.000258939 0.00203075 0.000490837 0.00118789 0.00285924 0.00125946 0.000894962
internal_weight=0 2726 2664 2576 205 2518 2335 2086 179 183 249 126 1907 120 129 128
internal_count=2931 2726 2664 2576 205 2518 2335 2086 179 183 249 126 1907 120 129 128
is_linear=0
shrinkage=0.00722155


Tree=1298
num_leaves=20
num_cat=0
split_feature=15 10 2 4 0 0 52 132 133 52 49 0 16 457 4 0 52 0 2
split_gain=4.39764 2.9357 3.35549 3.17043 3.64721 6.89661 2.87704 2.78339 3.05951 2.47684 2.14672 3.72515 1.98635 1.67541 2.48747 3.2553 1.26121 1.21686 1.91179
threshold=-0.26361999999999991 -0.084119999999999986 0.14253500000000002 -0.085189999999999974 -0.13619499999999998 -0.14920999999999998 0.12371000000000001 0.082230000000000011 0.085355000000000014 -0.021309999999999996 -0.054684999999999991 -0.22480499999999998 -0.43708999999999992 0.090150000000000022 0.05864500000000001 -0.097774999999999987 1.0000000180025095e-35 -0.087734999999999994 0.10251500000000001
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 7 5 10 9 8 17 -1 -5 -12 -11 14 15 -6 -16 -3 -19
right_child=1 2 -4 4 13 -7 -8 -9 -10 12 11 -13 -14 -15 16 -17 -18 18 -20
leaf_value=0.00072387487633238351 0.0026211590774375491 0.0026163494669938624 -0.00089577931671539575 0.002190226621924776 0.0027040364187857946 -0.0018131424915812334 0.0014070678182048497 -0.00015851226006336185 0.0030838474306484516 -0.00030881578656774989 -0.001150978879177476 0.0017148901896192551 -0.0025066804708510915 0.0023275425537796208 -0.00030362959048751699 0.0010071457005345584 0.00093359309153709792 0.00082403884948527891 0.0021834060993984809
leaf_weight=53 75 52 61 60 79 91 57 53 98 54 59 61 55 63 138 1421 90 209 102
leaf_count=53 75 52 61 60 79 91 57 53 98 54 59 61 55 63 138 1421 90 209 102
internal_value=0 0.00103386 0.000988681 0.00103334 0.000890797 1.11858e-05 -0.000163874 0.001605 0.00180794 -0.000717149 0.000933968 0.000305114 -0.00141863 0.00102384 0.000976263 0.00109657 0.000184367 0.00146324 0.00127016
internal_weight=0 2712 2637 2576 2062 271 219 514 461 162 180 120 109 1791 1728 1500 228 363 311
internal_count=2931 2712 2637 2576 2062 271 219 514 461 162 180 120 109 1791 1728 1500 228 363 311
is_linear=0
shrinkage=0.00813264


Tree=1299
num_leaves=18
num_cat=0
split_feature=3 13 4 132 43 2 457 3 2 3 457 16 12 42 3 12 15
split_gain=3.42154 5.44472 3.92061 2.80786 3.86081 3.57082 3.02919 5.73739 4.35072 3.69464 3.37651 2.74307 2.03669 3.33037 1.95043 1.38865 0.589758
threshold=0.28833000000000003 -0.15941999999999998 0.24099500000000004 0.082230000000000011 -0.081404999999999991 0.092725000000000016 0.079020000000000021 0.090170000000000014 -0.021469999999999996 -0.026279999999999998 0.087350000000000011 -0.4136149999999999 -0.080929999999999988 0.083120000000000013 0.41110500000000005 0.081685000000000021 -0.12431499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 7 8 -3 -10 -8 12 -4 16 -2 -12 -14
right_child=14 2 11 4 -6 -7 10 -9 9 -11 15 -13 13 -15 -16 -17 -18
leaf_value=0.0028462145715966156 -0.0015726740629706433 0.0030063318199064185 0.0016344516651497891 0.00024938348120270945 0.0012992079980960107 -0.0024539185722654479 -0.001427309928676429 0.0029630597378520239 0.00096615656524219053 -0.00034001585170199592 -0.00010199828092239854 -0.0012758930833576476 0.0013396589284875801 -0.0015745698975607005 0.00044513880526031387 0.001645896945070336 0.00016588406490733335
leaf_weight=78 58 60 58 70 81 52 67 89 1757 143 54 85 53 58 59 57 52
leaf_count=78 58 60 58 70 81 52 67 89 1757 143 54 85 53 58 59 57 52
internal_value=0 0.00080941 0.000751313 0.00085632 -2.33704e-05 -0.00090216 0.000936545 0.00102152 0.000933314 0.000867806 -4.11323e-05 -8.22973e-05 0.0003764 -7.07378e-05 -0.000554431 0.000794818 0.000759156
internal_weight=0 2814 2736 2430 203 122 2227 2049 1960 1900 178 306 221 163 117 111 105
internal_count=2931 2814 2736 2430 203 122 2227 2049 1960 1900 178 306 221 163 117 111 105
is_linear=0
shrinkage=0.00781684


Tree=1300
num_leaves=31
num_cat=0
split_feature=1 1 12 4 16 16 1 4 4 13 160 16 13 50 1456 15 4 12 13 15 13 4 4 401 1 4 15 4 4 13
split_gain=207.19 46.2345 29.6347 20.6388 16.652 10.6692 10.1957 7.38302 6.94128 4.73259 5.43988 4.40081 4.32963 4.27592 4.36345 3.68352 8.19534 3.47945 3.47173 5.26335 3.39766 3.06861 2.57846 2.42891 2.45493 2.63428 2.40418 1.86645 1.61816 1.5182
threshold=0.11869500000000001 0.094715000000000008 0.085075000000000026 0.27998000000000006 0.041025000000000006 -0.011964999999999998 0.13891000000000003 0.036605000000000006 0.046185000000000004 -0.086944999999999981 -0.088899999999999993 -0.40430999999999989 -0.06809999999999998 0.10861000000000003 -0.070654999999999982 -0.40992999999999996 0.51326500000000019 0.085005000000000011 0.036560000000000002 0.039965000000000007 -0.069029999999999994 -0.085799999999999987 0.082475000000000007 0.081905000000000019 0.077845000000000011 -0.040874999999999995 -0.077474999999999988 0.0054350000000000015 0.060575000000000011 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
left_child=1 8 4 6 5 12 27 20 9 10 -1 -10 -3 14 17 16 -5 -11 21 -20 -4 -16 28 24 25 -12 -15 -2 -13 -22
right_child=3 2 7 15 -6 -7 -8 -9 11 13 23 22 -14 26 18 -17 -18 -19 19 -21 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0046986175565735524 0.0028756537600847783 0.0016784804796247266 0.004159512311924401 0.0017989515790997495 0.0034368165096393742 0.00086734514435705197 0.0011488379822306341 0.0027415532480238951 0.0036921009606014198 0.0046525168780981278 0.003567653316947516 0.0029461595072539726 0.0025409123552652428 0.0035833529302469773 0.0040099701141636506 0.00027417267593250543 0.00054208262636609402 0.0037392656577785025 0.0028806003853596796 0.0036966975462852389 0.0031006685419959113 0.0036358498855668872 0.0025837413741370469 0.0042158360515106956 0.003270197592602254 0.0042557767328454451 0.0029353815125852997 0.0021947319755210638 0.0035679157026235111 0.0036889517766183918
leaf_weight=56 52 63 65 57 56 52 52 76 98 52 84 58 96 69 175 55 83 58 92 118 52 816 60 78 65 65 83 54 53 66
leaf_count=56 52 63 65 57 56 52 52 76 98 52 84 58 96 69 175 55 83 58 92 118 52 816 60 78 65 65 83 54 53 66
internal_value=0 0.00347218 0.00279631 0.00138963 0.00219969 0.00187122 0.00207496 0.00341125 0.00364308 0.00369999 0.00396821 0.00325988 0.00219937 0.00363617 0.00368327 0.00083419 0.001054 0.00417123 0.00363856 0.0033393 0.00368923 0.00370194 0.00301202 0.00382804 0.00368657 0.00386802 0.00322971 0.00252903 0.00324328 0.00342994
internal_weight=0 2606 526 353 267 211 158 259 2080 1811 348 269 159 1463 1311 195 140 110 1201 210 183 991 171 292 214 149 152 106 111 118
internal_count=2959 2606 526 353 267 211 158 259 2080 1811 348 269 159 1463 1311 195 140 110 1201 210 183 991 171 292 214 149 152 106 111 118
is_linear=0
shrinkage=0.00255085


Tree=1301
num_leaves=25
num_cat=0
split_feature=4 12 13 15 0 4 4 133 15 49 150 15 4 0 13 42 0 12 13 4 0 129 400 13
split_gain=196.768 69.1471 27.9559 18.8291 18.2417 22.5443 17.3252 10.2634 13.9351 10.7648 8.79548 8.9136 12.4312 7.04716 5.93875 5.96444 4.29937 4.96584 3.066 2.16507 3.9789 1.51738 1.91349 0.511989
threshold=0.31392000000000003 0.056995000000000011 -0.27740999999999993 0.13248000000000001 -0.0033699999999999993 -0.44205499999999992 -0.081139999999999976 0.084675000000000014 -0.097794999999999979 -0.073139999999999983 0.081245000000000026 -0.43091499999999999 0.51395000000000002 -0.14920999999999998 0.032645000000000007 -0.079234999999999986 -0.11073999999999999 0.089895000000000017 0.076825000000000018 -0.34140499999999996 -0.077574999999999991 0.085885000000000017 -1.0000000180025095e-35 -0.0015099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 13 6 -6 -4 8 -8 -10 11 12 -2 -3 15 21 -17 -18 -16 -20 -21 22 -15 -23
right_child=10 3 4 -5 5 -7 7 -9 9 -11 -12 -13 -14 14 18 16 17 -19 19 20 -22 23 -24 -25
leaf_value=0.0024272103062607008 0.0036134846244448588 0.0055887254375283314 0.0054270630600215062 0.003344908825099243 0.0041619019297917809 0.002051305712110838 0.0049858463821829454 0.003107319446853384 0.0047108943985438223 0.0034251490202945002 0.0033223362478869319 0.0018121650254122551 0.002169408301456286 0.0049598474576688627 0.0040537345179436877 0.0041303603674486345 0.0048954910102724956 0.0046102698101049538 0.004978672674517421 0.0047617390217579913 0.0039670430521508999 0.0050919799752913225 0.0055507565510704675 0.0047728849588937394
leaf_weight=72 54 57 59 53 60 53 89 55 53 115 64 103 86 52 85 62 764 619 58 86 60 65 78 57
leaf_count=72 54 57 59 53 60 53 89 55 53 115 64 103 86 52 85 62 764 619 58 86 60 65 78 57
internal_value=0 0.00453722 0.00379816 0.00473325 0.00400205 0.0031722 0.00425474 0.00403297 0.00423097 0.00383092 0.00254415 0.0023391 0.00272659 0.00476926 0.00474573 0.00479909 0.00474052 0.00476785 0.00443231 0.00458993 0.00443532 0.00513484 0.00531459 0.0049431
internal_weight=0 2652 556 2096 484 113 371 312 257 168 307 243 140 2043 1986 1697 1445 1383 289 204 146 252 130 122
internal_count=2959 2652 556 2096 484 113 371 312 257 168 307 243 140 2043 1986 1697 1445 1383 289 204 146 252 130 122
is_linear=0
shrinkage=0.00235659


Tree=1302
num_leaves=14
num_cat=0
split_feature=390 1456 149 1452 1444 52 43 15 52 475 475 474 16
split_gain=3.44242 3.08123 5.90318 3.20018 3.16855 3.10344 2.53419 3.43723 3.254 2.74613 6.29164 6.04376 1.11977
threshold=0.086130000000000012 0.08814000000000001 0.078645000000000007 0.086470000000000005 -1.0000000180025095e-35 -0.0094049999999999984 -0.10945499999999998 -0.033234999999999994 0.081945000000000018 -0.086279999999999982 -0.081774999999999973 0.081755000000000008 -0.085264999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -3 7 12 -9 11 -11 -8 -6
right_child=-2 5 -4 -5 6 -7 9 8 -10 10 -12 -13 -14
leaf_value=-0.00076806352940254712 -0.00080916543083452109 -0.0012640214205640291 0.0032305686293839743 0.0022833083791759952 0.0016001441676233962 0.0010490215948642319 0.00066400937589891097 9.2232485622833227e-05 0.0019671955144971096 -0.00077816156025490224 0.00095890655964064951 0.0038521613630293386 0.0029328656358057655
leaf_weight=53 54 60 65 102 52 61 77 103 91 115 1983 52 91
leaf_count=53 54 60 65 102 52 61 77 103 91 115 1983 52 91
internal_value=0 0.00103025 0.00107928 0.00102782 0.000978861 -9.73047e-05 0.001015 0.00159894 0.000972123 0.000926601 0.000863654 0.00194975 0.00244878
internal_weight=0 2905 2784 2719 2617 121 2564 337 194 2227 2098 129 143
internal_count=2959 2905 2784 2719 2617 121 2564 337 194 2227 2098 129 143
is_linear=0
shrinkage=0.00722155


Tree=1303
num_leaves=18
num_cat=0
split_feature=4 2 12 13 4 13 3 457 2 0 13 15 15 2 13 124 15
split_gain=197.413 87.9784 36.0472 18.6735 13.5069 13.3238 12.2551 9.56702 12.7014 10.3175 7.68476 6.35196 6.28605 6.25994 6.20712 6.17305 5.33906
threshold=0.31392000000000003 0.13631000000000001 -1.0000000180025095e-35 -0.16392499999999996 -0.0048949999999999992 -0.13871999999999998 -0.14884499999999998 0.064110000000000014 0.089545000000000013 -0.14104999999999998 -0.0094049999999999984 -1.0000000180025095e-35 -0.037394999999999991 0.14019000000000004 0.019675000000000002 -0.048219999999999992 -0.46483499999999994
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 10 -5 -2 9 -9 11 -1 -7 -3 16 -11 -6 -8
right_child=6 12 3 5 15 7 13 8 -10 14 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0023074915251339112 0.0020519541301776945 0.0016194763891131403 0.0019537978851794555 0.0041908776909317744 0.0022724349923779097 0.0032952773582472466 0.0015934308540044334 0.0031280875710160499 0.0018213555114344596 0.0031685451626704843 0.0012143530116711081 0.0043113945198848648 0.00060661757284497712 0.00043174514677126868 0.0028341430273702592 0.0032433412714413705 0.0008392474052286229
leaf_weight=55 55 54 62 54 62 59 75 80 59 1633 63 54 58 77 301 58 100
leaf_count=55 55 54 62 54 62 59 75 80 59 1633 63 54 58 77 301 58 100
internal_value=0 0.00294685 0.00302849 0.00311028 0.00223735 0.00314228 0.00113877 0.00311636 0.0025736 0.00315321 0.00172406 0.00378106 0.00109516 0.000939373 0.00311651 0.0027419 0.0011626
internal_weight=0 2652 2540 2302 238 2240 307 2186 139 2047 118 113 112 252 1934 120 175
internal_count=2959 2652 2540 2302 238 2240 307 2186 139 2047 118 113 112 252 1934 120 175
is_linear=0
shrinkage=0.00213444


Tree=1304
num_leaves=30
num_cat=0
split_feature=1 1 16 2 2 14 1 0 1 0 2 13 2 0 1 1 0 16 0 133 133 2 1447 0 0 16 42 2 42
split_gain=792.839 143.015 70.2581 41.4678 35.8293 34.5227 23.5813 27.2607 22.1187 12.9444 12.3391 9.73489 8.52051 7.29491 8.71661 6.36613 9.50296 5.44005 4.92622 4.7246 4.2137 2.78228 2.46467 2.29247 2.21648 2.12583 1.18845 1.00609 0.227833
threshold=0.10423500000000001 0.12448500000000001 0.24100000000000002 0.098655000000000007 1.0000000180025095e-35 0.056865000000000006 0.085780000000000009 -0.098429999999999976 0.13654500000000003 -0.072039999999999979 -0.0011799999999999998 0.0047000000000000002 0.13881000000000002 -0.028049999999999995 0.084815000000000015 0.078320000000000015 -0.079119999999999982 -0.013125 -0.16926499999999997 0.056015000000000002 0.41208000000000006 0.093320000000000014 -0.086059999999999984 -0.080584999999999976 -0.06952499999999999 0.46043000000000006 0.086310000000000012 0.11043500000000002 -0.050194999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 10 6 15 -8 9 -3 -2 19 -10 14 23 16 21 18 -6 26 -21 22 -1 -5 28 27 -9 -25 -18
right_child=1 8 -4 13 17 -7 7 11 12 -11 -12 -13 -14 -15 -16 -17 24 -19 -20 20 -22 -23 -24 25 -26 -27 -28 -29 -30
leaf_value=0.014022880761082076 0.010846333115022191 0.0087471391746206696 0.013058718977243072 0.012489327451094691 0.01064495477190644 0.014829522896592522 0.011503034243292905 0.013557342378750512 0.0088705322247220001 0.010434979598156124 0.012491222979260351 0.012034112672989278 0.0077381681546162808 0.011893928921403193 0.01170871149898998 0.014063310500284431 0.013190472452220657 0.0091892402606040639 0.0097011415852630636 0.012222800848902857 0.013222741493571836 0.013063774660911905 0.013473751194910906 0.012866211409067721 0.012440874773129619 0.01253420684314133 0.013208720977213033 0.013293827651671031 0.012942389293218289
leaf_weight=55 59 54 83 100 61 85 84 106 67 56 52 52 101 102 52 85 53 53 76 52 52 98 805 65 55 56 165 85 90
leaf_count=55 59 54 83 100 61 85 84 106 67 56 52 52 101 102 52 85 53 53 76 52 52 98 805 65 55 56 165 85 90
internal_value=0 0.0100904 0.0110603 0.013136 0.0105091 0.013301 0.0132269 0.0127825 0.00875059 0.00960664 0.0116171 0.0130341 0.00818992 0.0124767 0.0126427 0.0134098 0.0133617 0.00986164 0.0101216 0.0131727 0.012723 0.0134634 0.0135089 0.0128013 0.0128698 0.0129527 0.0133452 0.0131087 0.0130345
internal_weight=0 662 384 2297 301 1837 1752 511 278 110 111 427 168 460 358 1241 1156 190 137 375 104 958 860 306 198 206 271 150 143
internal_count=2959 662 384 2297 301 1837 1752 511 278 110 111 427 168 460 358 1241 1156 190 137 375 104 958 860 306 198 206 271 150 143
is_linear=0
shrinkage=0.0024518


Tree=1305
num_leaves=17
num_cat=0
split_feature=4 0 13 48 2 0 160 13 43 4 40 4 0 13 159 0
split_gain=8.26681 6.54099 4.02156 3.71784 5.15591 6.27937 4.28457 3.27758 3.64285 2.73853 2.50231 3.23513 3.66037 2.48791 2.67952 1.92522
threshold=0.31392000000000003 -0.23043999999999995 -0.15941999999999998 -0.087924999999999989 0.098655000000000007 -0.14534499999999997 -0.52742999999999995 -0.078439999999999996 -0.055679999999999993 0.42405000000000009 -0.08416499999999999 -0.34140499999999996 -0.06612999999999998 -0.094609999999999986 -1.0000000180025095e-35 0.12390500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 6 -6 -5 -4 -9 -10 -8 -12 -13 -7 -15 -16
right_child=2 3 7 4 5 13 10 8 9 -11 11 12 -14 14 15 -17
leaf_value=0.0043557823406587936 0.0020011289941574643 0.0036666557777322688 -0.0017109172219923702 0.0034617882721149746 -0.0015090046655107511 5.7688423121420117e-05 4.8539630199647482e-05 -0.0010279967540418775 -0.00010748317257106108 0.0023295203023821127 0.003512165331637453 0.0018250381867206417 0.00035036115086086101 0.00014063027360026561 0.0020006106157663375 0.00041002916634664784
leaf_weight=59 75 58 61 97 58 93 54 70 52 67 67 1567 115 78 325 57
leaf_count=59 75 58 61 97 58 93 54 70 52 67 67 1567 115 78 325 57
internal_value=0 0.00173008 0.000381777 0.00166975 0.00162359 0.000986174 0.00182852 -0.000103688 0.000414596 0.0012639 0.00174061 0.0017928 0.00172426 0.00124803 0.0014885 0.0017635
internal_weight=0 2628 325 2569 2511 611 1900 250 189 119 1803 1749 1682 553 460 382
internal_count=2953 2628 325 2569 2511 611 1900 250 189 119 1803 1749 1682 553 460 382
is_linear=0
shrinkage=0.00797318


Tree=1306
num_leaves=13
num_cat=0
split_feature=9 40 475 12 49 0 0 11 401 131 0 133
split_gain=5.82769 4.74288 3.25173 3.51613 5.32828 2.96579 4.27712 2.40369 2.17384 2.08218 2.01278 1.19978
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.11267999999999999 0.098595000000000016 -0.14998499999999998 -0.23089999999999997 -0.16423499999999996 0.090715000000000004 0.080710000000000018 0.021890000000000003 -0.057749999999999989 -0.10066499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 -7 9 -8 10 11 -5
right_child=1 -3 3 7 5 6 8 -9 -10 -11 -12 -13
leaf_value=-0.00060223123107018941 0.0030216674754471144 -0.00057438579745723334 0.0037144744420275072 0.001200337865546543 0.0027947128374875038 -0.00026421884178960187 0.0013342479441490088 -0.00082644822736321563 0.0021923137150422199 0.0022286452058353909 0.001622115467570402 0
leaf_weight=95 69 75 60 67 86 93 1824 52 192 61 98 181
leaf_count=95 69 75 60 67 86 93 1824 52 192 61 98 181
internal_value=0 0.00132657 0.00137782 0.001336 0.00146049 0.00139884 0.00134188 0.000724248 0.00141601 0.000922573 0.000692075 0.000324229
internal_weight=0 2858 2783 2714 2255 2195 2109 459 2016 407 346 248
internal_count=2953 2858 2783 2714 2255 2195 2109 459 2016 407 346 248
is_linear=0
shrinkage=0.00766357


Tree=1307
num_leaves=14
num_cat=0
split_feature=9 39 52 160 52 160 160 13 0 1 16 15 159
split_gain=4.03184 3.69944 4.85219 2.81108 2.7012 2.48226 3.29039 2.9998 5.045 2.94556 2.23384 1.249 0.867351
threshold=-1.0000000180025095e-35 0.098380000000000009 -1.0000000180025095e-35 -0.52742999999999995 0.51371000000000011 -0.24191499999999996 -0.089744999999999978 -0.089359999999999981 -0.080584999999999976 0.11597500000000001 -0.067969999999999989 0.089255000000000015 -0.018629999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 11 5 12 10 8 -8 -9 -7 -2 -5
right_child=1 2 -4 4 -6 6 7 9 -10 -11 -12 -13 -14
leaf_value=-0.00045366417944789979 0.0028241360699630584 0.0013598812028854904 -0.0014944645067495115 0.00071581800934649906 -0.00017626802233674857 0.0029439887005483466 0.00089418865955850381 0.0010557278151045006 -0.001030771366916739 0.0020702748297222445 0.0013343148879970982 0.0013521931688844594 -0.0004846409280889503
leaf_weight=95 59 52 64 53 90 73 287 1731 85 150 97 53 64
leaf_count=95 59 52 64 53 90 73 287 1731 85 150 97 53 64
internal_value=0 0.000999326 -0.000214291 0.0010507 0.00100478 0.00104666 0.00109434 0.00102401 0.000454146 0.00113667 0.00202596 0.00212825 5.85234e-05
internal_weight=0 2858 116 2742 2630 2540 2423 2253 372 1881 170 112 117
internal_count=2953 2858 116 2742 2630 2540 2423 2253 372 1881 170 112 117
is_linear=0
shrinkage=0.00694113


Tree=1308
num_leaves=28
num_cat=0
split_feature=1 52 1 39 0 4 52 0 1 4 0 4 11 42 43 43 156 1 52 52 1 1 4 13 0 4 4
split_gain=370.504 77.0795 41.97 30.6043 18.7162 16.1558 14.6122 13.9521 13.0987 11.8876 11.7875 8.78234 7.56308 5.2774 5.91139 4.5904 4.55074 3.95112 4.68831 3.82517 2.64766 2.2305 2.22837 2.05745 2.05259 1.08594 0.482598
threshold=0.10404000000000001 -0.41694999999999993 0.12765500000000005 0.0047850000000000011 -0.13843999999999998 0.082475000000000007 0.042815000000000006 -0.085349999999999995 0.086215000000000014 0.10055500000000002 -0.063204999999999983 0.27644500000000005 1.0000000180025095e-35 0.091555000000000011 0.080350000000000019 -0.055679999999999993 0.087680000000000022 0.083250000000000005 -1.0000000180025095e-35 0.11916 0.11378500000000001 0.085550000000000015 -0.5055599999999999 0.0040450000000000009 -0.063204999999999983 -0.051789999999999996 -0.073079999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 9 7 -7 12 -5 -3 20 -4 16 14 22 -13 17 19 -19 -1 -6 24 -9 -24 25 -15 -23
right_child=1 2 11 8 10 6 -8 13 -10 -11 -12 15 -14 21 -16 -17 -18 18 -20 -21 -22 26 23 -25 -26 -27 -28
leaf_value=0.0046694077038901462 0.0046331123807766082 0.00077754500513135913 0.0016873891396534679 0.0038733835289005828 0.0037435346068357758 0.0027728498944253775 0.0043496625989716126 0.0048477703434934563 0.0022709943398368589 0.0022776230477281152 0.0021537057823145219 0.00019998825663405909 0.0053991747879806127 0.0041022863463881952 0.0037302741484414753 0.0010517008262180487 0.0051971973412595759 0.003628058470628478 0.0045068403662586274 0.0039491775822920634 0.0029964523872311245 0.0043773264352200475 0.0044175044745758535 0.0041190619963209531 0.0033827790538498007 0.0036763546169728484 0.004039770616111403
leaf_weight=448 68 55 87 62 61 79 69 58 66 83 84 67 72 95 102 97 62 66 91 52 59 59 527 204 60 65 55
leaf_count=448 68 55 87 62 61 79 69 58 66 83 84 67 72 95 102 97 62 66 91 52 59 59 527 204 60 65 55
internal_value=0 0.00211096 0.0018217 0.00423628 0.00239173 0.00430659 0.00350817 0.0043652 0.00304736 0.00167996 0.00287309 0.0010449 0.00462443 0.00419778 0.0042986 0.000703908 0.00454681 0.0044854 0.00413759 0.00459456 0.00337644 0.00392875 0.00437204 0.00433425 0.00378046 0.00392942 0.0042147
internal_weight=0 661 593 2292 342 2164 148 2016 128 138 204 251 791 1225 891 164 719 657 157 500 120 334 789 731 220 160 114
internal_count=2953 661 593 2292 342 2164 148 2016 128 138 204 251 791 1225 891 164 719 657 157 500 120 334 789 731 220 160 114
is_linear=0
shrinkage=0.00250084


Tree=1309
num_leaves=18
num_cat=0
split_feature=4 0 0 4 48 2 0 3 49 3 3 159 39 0 1452 51 4
split_gain=5.19988 3.96918 3.10067 5.84996 2.61242 3.55004 4.27195 3.49522 3.12284 2.75516 3.04945 2.2627 2.05387 1.72098 2.19204 1.69705 1.18202
threshold=0.31392000000000003 -0.23043999999999995 0.019150000000000004 0.41823000000000005 -0.087924999999999989 0.098655000000000007 -0.13843999999999998 -0.15500999999999998 -0.10705999999999997 -0.10175499999999998 -0.080349999999999991 0.10444500000000002 0.086400000000000018 -0.085349999999999995 0.081315000000000012 0.094655000000000003 0.51395000000000002
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 16 -12 14 -10 -15 -5
right_child=2 4 -4 11 5 6 9 8 13 10 12 -13 -14 15 -16 -17 -18
leaf_value=0.0030033162134175686 -0.0012197198873916992 0.0026166056694445342 -0.0015225086616591941 0.0011052437945951719 0.0030222073797950611 -0.0009074203612249262 -0.00036399989231707293 -0.00059096674637442836 0.0015681169120549427 0.0022757897923666635 0.00048744720008765473 -7.3662260291610925e-05 0.0020545684287750577 0.00091640242958599544 1.2845815747294022e-05 0.0021211753534975835 0.0025229989011149941
leaf_weight=59 81 58 52 81 55 93 90 55 699 88 286 58 54 970 53 68 53
leaf_count=59 81 58 52 81 55 93 90 55 699 88 286 58 54 970 53 68 53
internal_value=0 0.00111361 0.000125681 0.00043991 0.00107018 0.00103443 0.000545787 0.00119153 0.00113691 0.000806843 0.00105323 0.00114048 0.000736574 0.00119005 0.00145861 0.000995404 0.00166658
internal_weight=0 2628 325 273 2569 2511 611 1900 1845 518 428 192 340 1790 752 1038 134
internal_count=2953 2628 325 273 2569 2511 611 1900 1845 518 428 192 340 1790 752 1038 134
is_linear=0
shrinkage=0.00736598


Tree=1310
num_leaves=27
num_cat=0
split_feature=2 2 2 2 16 52 16 2 43 51 47 160 484 43 16 13 52 1429 16 43 2 43 47 2 43 151
split_gain=199.997 106.038 33.6021 24.5276 19.0412 39.681 17.5353 14.8069 12.5461 10.1216 4.8106 5.88159 5.61276 4.03818 3.73587 3.66553 3.33979 3.3097 3.09035 2.81297 2.24654 2.237 2.22895 2.16023 2.14673 1.89246
threshold=0.12026500000000001 -1.0000000180025095e-35 0.095850000000000005 0.16993500000000003 0.092980000000000021 0.042815000000000006 0.13995000000000002 0.10100500000000003 -0.049999999999999996 0.10218000000000001 0.084155000000000021 -0.54243999999999992 -0.069439999999999988 -0.083944999999999978 -0.42170999999999997 -0.013819999999999997 0.27203000000000005 0.084815000000000015 -0.014854999999999998 0.0031350000000000002 0.08647500000000001 -0.077704999999999982 0.10280000000000002 0.10362500000000001 -0.026789999999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 10 6 5 7 9 -4 13 14 11 -3 -12 -1 -2 22 17 20 25 21 -13 -7 -14 -6 -25 -9
right_child=3 2 4 -5 23 19 -8 18 -10 -11 12 16 15 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=0.0015368485768284229 0.0014377427430351042 0.0043029228914556869 0.0030571494175637005 0.00016867744348436671 0.0031605864215307287 0.0033551251544335003 0.0026808386928024305 0.0015686387730450935 0.002291881359061965 0.0022038635333318009 0.0039679644338329193 0.0037355596595841805 0.0036450742606722376 0.00065464392899381048 0.0006722243499189312 0.0026625566708177355 0.0031617551588351261 0.003188237068268979 0.0012409182792550203 0.0030372412708694961 0.0035348127068298841 0.0039713204378571051 0.0030568545661699693 0.0033218954909411242 0.0039090718601572042 0.0021405488984148342
leaf_weight=65 62 66 60 76 66 69 72 55 97 53 52 691 65 52 83 71 99 96 55 61 576 64 82 58 89 79
leaf_count=65 62 66 60 76 66 69 72 55 97 53 52 691 65 52 83 71 99 96 55 61 576 64 82 58 89 79
internal_value=0 0.00325612 0.00339486 0.00135168 0.00293811 0.00265948 0.00168458 0.00203668 0.00166495 0.00132217 0.0035615 0.00361289 0.00327053 0.00114497 0.000999723 0.00310405 0.00358173 0.00361221 0.00171259 0.00345871 0.00364432 0.00365183 0.00331712 0.00351749 0.00367757 0.001906
internal_weight=0 2668 2454 346 656 443 270 249 214 198 1798 1528 270 117 145 218 1462 1363 189 194 1267 133 147 213 147 134
internal_count=3014 2668 2454 346 656 443 270 249 214 198 1798 1528 270 117 145 218 1462 1363 189 194 1267 133 147 213 147 134
is_linear=0
shrinkage=0.00235659


Tree=1311
num_leaves=16
num_cat=0
split_feature=1 12 14 34 2 15 2 2 15 1456 52 51 16 401 15
split_gain=4.18426 8.12071 4.23628 3.52325 8.52597 3.97638 2.9955 3.93218 2.56836 4.53244 4.19173 3.14397 7.49276 2.43952 2.24544
threshold=0.12019000000000001 -0.098524999999999988 -0.13131999999999996 -0.082914999999999989 -0.0098549999999999974 -0.15973499999999999 0.12026500000000001 -1.0000000180025095e-35 -0.086819999999999994 -0.016039999999999995 -0.11263999999999999 0.11024000000000002 -0.061714999999999992 0.086390000000000008 -0.080264999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 7 -3 9 -7 -11 13 -13 -10 -8
right_child=1 6 3 4 5 8 14 -9 11 10 -12 12 -14 -15 -16
leaf_value=0.002967033564184882 0.002559346180174137 -0.00082538720683946723 0.0029039342943946501 -0.0019551467756959498 -0.0004210782076146269 0.0034570909040454231 -0.00036277560938824117 0.0019652697090262578 0.00098229574243206916 0.0032808413347104621 0.0010385992739443653 0.0017198959306666168 -0.0021665661664101985 0.001907036496510951 -0.0022291840778996914
leaf_weight=66 66 58 56 54 98 65 98 56 1625 54 369 56 56 179 58
leaf_count=66 66 58 56 54 98 65 98 56 1625 54 369 56 56 179 58
internal_value=0 0.00019671 0.00108649 0.00103894 0.000998049 0.00106182 -0.000380527 0.000544758 0.0011223 0.00160918 0.00132503 0.000998255 -0.000222619 0.0010741 -0.00105721
internal_weight=0 336 2678 2612 2556 2502 270 114 2404 488 423 1916 112 1804 156
internal_count=3014 336 2678 2612 2556 2502 270 114 2404 488 423 1916 112 1804 156
is_linear=0
shrinkage=0.0075133


Tree=1312
num_leaves=12
num_cat=0
split_feature=106 457 39 13 4 15 4 15 130 481 52
split_gain=3.08111 2.85535 2.87045 2.76977 2.53471 5.21596 2.30354 2.26382 2.25191 1.97879 3.07717
threshold=0.085935000000000025 0.10184000000000001 0.089155000000000012 -0.47365999999999991 0.41377500000000006 -0.43091499999999999 -0.000195 -0.10646499999999999 -0.083579999999999988 0.063455000000000011 0.51371000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 -6 -4 -8 -5 10 -10
right_child=-2 -3 6 4 5 -7 7 -9 9 -11 -12
leaf_value=0.0028699777475939135 -0.000969619961903223 -0.00053571138351187538 -0.0014570644457504826 0.0024604533546410453 0.0012591680561141268 -0.0020250317982671243 -0.00022053641902076456 0.001948456651112212 0.0010604155300697219 0.0024646843589811898 -0.00041929276658142435
leaf_weight=57 59 87 53 79 82 56 91 52 2232 65 101
leaf_count=57 59 87 53 79 82 56 91 52 2232 65 101
internal_value=0 0.000944141 0.000989063 0.00106014 0.00102066 -7.2909e-05 1.96398e-05 0.000567569 0.00108162 0.00103616 0.000996318
internal_weight=0 2955 2868 2672 2615 138 196 143 2477 2398 2333
internal_count=3014 2955 2868 2672 2615 138 196 143 2477 2398 2333
is_linear=0
shrinkage=0.00829529


Tree=1313
num_leaves=34
num_cat=0
split_feature=12 2 15 2 2 12 14 15 52 52 150 2 15 160 0 0 0 16 13 0 16 2 48 13 0 16 159 160 13 42 2 13 15
split_gain=248.939 104.554 53.5001 38.8933 44.9179 20.3585 16.2211 14.2738 12.9774 19.5282 10.3236 9.99458 9.0009 8.65764 7.37775 6.47686 8.21262 6.4191 5.76254 5.46622 4.44279 3.8632 3.13832 2.97432 3.11667 6.60073 2.33575 2.27743 2.25274 1.96334 1.42972 1.53053 1.12227
threshold=0.056995000000000011 0.13501500000000002 -0.26361999999999991 0.10859000000000001 -0.0098549999999999974 0.093125000000000013 -0.10523499999999998 -0.036279999999999993 0.048535000000000002 -0.08799499999999999 0.091155000000000014 0.088735000000000022 -0.092389999999999986 0.0088350000000000008 -0.10594499999999998 -0.14076499999999997 -0.061674999999999994 -0.14037499999999997 -0.091849999999999987 -0.069074999999999984 -0.49057499999999993 0.093200000000000019 1.0000000180025095e-35 -0.075449999999999975 0.11737000000000002 -0.0048749999999999991 0.088450000000000015 -0.52517999999999987 -0.05461499999999999 -1.0000000180025095e-35 0.097695000000000018 -0.043279999999999992 0.089545000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 4 -4 11 -1 13 9 21 15 14 -11 17 -2 -5 -17 -7 -13 28 -8 -6 30 -9 25 29 27 -16 -19 -25 31 -20 -29
right_child=1 -3 3 10 8 7 20 23 -10 12 -12 18 -14 -15 26 16 -18 19 22 -21 -22 -23 -24 24 -26 -27 -28 32 -30 -31 -32 -33 -34
leaf_value=0.0030460613297798242 0.006080692433939174 0.002091822330840138 0.0025499256132634493 0.0024448082017878995 0.0053955374883387442 0.0033361670361162126 0.0020465429196859573 0.00535820231209852 0.0053966812290392784 0.0043023268514361902 0.0019254424972709224 0.004259776271901947 0.0030659818585908388 0.0051369571409763896 0.005725152232049056 0.0041166439692527628 0.0027817466885015486 0.004962890073834548 0.0051045426016905178 0.0038060179643641854 0.0010822473145425623 0.0045090898639494822 0.0044222096233698643 0.0051173490275883181 0.0053835974831181414 0.0039875290237628494 0.0047555661460173745 0.0052480449163032628 0.0043167526859410731 0.0046754048759716556 0.0053838552980908817 0.0046354437887954781 0.0049625302049766448
leaf_weight=73 61 76 88 54 59 53 58 79 71 62 56 85 76 55 55 55 52 54 144 88 53 56 52 129 52 55 61 697 77 110 66 58 94
leaf_count=73 61 76 88 54 59 53 58 79 71 62 56 85 76 55 55 55 52 54 144 88 53 56 52 129 52 55 61 697 77 110 66 58 94
internal_value=0 0.00486265 0.00330603 0.00363959 0.00407352 0.00496173 0.00216561 0.00464347 0.00448726 0.00423194 0.00281561 0.00513603 0.00362163 0.00426535 0.00526897 0.00312508 0.00346815 0.00408901 0.00481823 0.00427108 0.00158634 0.0049641 0.00496649 0.00493434 0.00483749 0.00474081 0.00521435 0.0052474 0.0045833 0.00491405 0.005072 0.00496998 0.00521415
internal_weight=0 2201 813 629 412 2125 184 752 324 253 217 1373 138 327 968 161 107 272 405 219 111 115 320 425 346 294 907 846 131 239 268 202 791
internal_count=3014 2201 813 629 412 2125 184 752 324 253 217 1373 138 327 968 161 107 272 405 219 111 115 320 425 346 294 907 846 131 239 268 202 791
is_linear=0
shrinkage=0.00240373


Tree=1314
num_leaves=28
num_cat=0
split_feature=1 3 123 2 3 0 4 43 10 4 4 4 13 1 0 0 3 0 2 1 3 51 43 0 160 13 133
split_gain=266.262 51.6327 30.8744 21.9119 20.864 14.8406 13.9386 12.4921 11.6503 9.87849 9.10434 8.4632 7.63558 7.55308 6.46623 5.81553 5.65808 4.53865 3.8887 2.54756 3.70378 2.50482 4.20611 3.3225 2.37577 2.22815 2.00196
threshold=0.10557500000000002 -0.049204999999999992 1.0000000180025095e-35 0.10656 0.093925000000000022 -0.067664999999999989 -0.064209999999999989 -0.082094999999999987 -0.00098999999999999978 -0.029404999999999997 -0.35269999999999996 -0.082274999999999987 -0.085349999999999995 0.12313000000000002 -0.05461499999999999 -0.066574999999999981 -0.06533499999999999 -0.14606999999999998 0.088735000000000022 0.090540000000000023 -0.078254999999999977 -0.022999999999999996 -0.080859999999999974 -0.098429999999999976 -0.0059299999999999986 0.066150000000000014 -0.14757499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 5 11 -3 -7 -8 -6 -9 12 -1 17 -2 -15 -12 -10 19 26 -21 22 -20 -23 -14 -26 -13
right_child=1 6 -4 -5 9 7 8 10 13 -11 16 18 24 15 -16 -17 -18 -19 21 20 -22 23 -24 -25 25 -27 -28
leaf_value=0.0044672148932060618 0.0036144425027896149 0.0022812406824520765 0.0020922579670091621 0.0017849807365257465 0.0030891165305360247 0.0021789963167127848 0.00033525421498749102 0.0038683146192250704 0.0013001304294921387 0.0018079090505813244 0.0032208004430943188 0.0039734309742329409 0.003200577420489242 0.00062262672797059866 0.0025954855280424707 0.0015238109050793893 0.0023123111633264557 0.0021066259347286538 0.0040296768576490944 0.0029210464104822906 0.0035277091831210417 0.0028636645717098654 0.0031944563630394687 0.0032979818707686102 0.0038028897905151068 0.0033288471514796767 0.0035380046777275021
leaf_weight=64 72 56 99 100 60 77 79 72 75 59 98 59 54 96 54 56 52 64 53 81 131 113 69 391 250 62 518
leaf_count=64 72 56 99 100 60 77 79 72 75 59 98 59 54 96 54 56 52 64 53 81 131 113 69 391 250 62 518
internal_value=0 0.00170362 0.00330675 0.00256169 0.00335987 0.00341013 0.00124834 0.00295067 0.00109194 0.0024541 0.00321822 0.00348458 0.00375794 0.00129729 0.00317793 0.000954798 0.00290602 0.00167164 0.00340149 0.00350561 0.00329603 0.00327023 0.00355749 0.00320065 0.00363385 0.00370877 0.00358257
internal_weight=0 652 2362 226 2263 2144 426 299 370 119 222 1845 430 291 126 152 150 139 1415 789 212 626 122 504 366 312 577
internal_count=3014 652 2362 226 2263 2144 426 299 370 119 222 1845 430 291 126 152 150 139 1415 789 212 626 122 504 366 312 577
is_linear=0
shrinkage=0.00222067


Tree=1315
num_leaves=33
num_cat=0
split_feature=3 3 43 43 150 2 2 2 52 13 3 13 3 150 16 13 3 13 15 484 484 159 16 52 43 3 16 2 2 15 43 160
split_gain=110.122 50.6317 46.6397 21.3895 14.4873 12.5583 12.4849 10.8284 10.5824 8.2859 7.74289 7.32416 6.33877 8.07683 12.1625 10.7701 5.61835 5.09878 4.95251 4.81456 6.88782 3.60479 4.74472 3.94735 2.22273 2.02722 1.43957 1.43827 2.19676 1.1572 1.15191 0.634168
threshold=-0.059315 0.28833000000000003 -0.033049999999999989 -0.23538999999999996 0.094620000000000024 0.11585500000000001 0.11382000000000002 0.072175000000000017 -0.12367499999999999 -0.009244999999999998 0.018975000000000002 -0.47365999999999991 -0.081184999999999993 0.082085000000000019 -0.013359999999999999 -0.13871999999999998 -0.10859999999999999 -0.012064999999999998 -0.031624999999999993 0.062285000000000007 0.089025000000000007 0.011235000000000002 -0.013359999999999999 0.17160000000000003 -0.080454999999999985 -0.078484999999999985 0.0063750000000000013 0.083595000000000017 0.090020000000000017 -0.044884999999999994 0.049545000000000006 -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
left_child=6 2 3 -2 5 7 12 -4 -8 24 -9 -3 13 15 -15 -1 -10 25 -12 21 -21 23 -23 -17 -5 27 29 -14 -29 -27 -31 -28
right_child=1 11 4 9 -6 -7 8 10 16 -11 18 -13 17 14 -16 19 -18 -19 -20 20 -22 22 -24 -25 -26 26 31 28 -30 30 -32 -33
leaf_value=0.0044843880119483709 0.0030348843291623522 0.0013935246005745128 0.0023889888802036559 0.0019334981945863961 0.0017854293978836417 0.0022813293716818042 0.0034630247313340743 0.0028194465866038295 0.0016240923545940817 0.0006645531152532771 0.0032684049131639194 0.00022329429559121334 0.0027647167203710128 0.0019403229798932071 0.0033622197357638557 0.003436769225615777 0.0026927406157418099 0.002501279594718409 0.004097581288901391 0.0023621625029948529 0.0034589514706993198 0.0042991042979012052 0.0034108478239995312 0.0027814804102854452 0.0013714485085115937 0.0031722761132863923 0.0032463348572536318 0.0034055690388361021 0.0028176358750878379 0.0037283771153725251 0.0033006581255316959 0.0028823559478292488
leaf_weight=53 54 58 54 84 52 79 54 59 52 64 62 61 91 52 94 797 58 72 115 58 71 61 75 55 74 85 55 81 64 75 69 56
leaf_count=53 54 58 54 84 52 79 54 59 52 64 62 61 91 52 94 797 58 72 115 58 71 61 75 55 74 85 55 81 64 75 69 56
internal_value=0 0.00221485 0.00245743 0.00170432 0.00295109 0.00311529 0.00323324 0.00334238 0.00260784 0.00138055 0.00356043 0.00079387 0.00328545 0.0033796 0.00285596 0.00344492 0.00218779 0.0030942 0.00380728 0.00339558 0.00296602 0.00345164 0.00380944 0.0033945 0.00167042 0.00316827 0.00328552 0.00299923 0.00314624 0.00339331 0.0035236 0.00306293
internal_weight=0 816 697 276 421 369 2128 290 164 222 236 119 1964 1316 146 1170 110 648 177 1117 129 988 136 852 158 576 340 236 145 229 144 111
internal_count=2944 816 697 276 421 369 2128 290 164 222 236 119 1964 1316 146 1170 110 648 177 1117 129 988 136 852 158 576 340 236 145 229 144 111
is_linear=0
shrinkage=0.00235659


Tree=1316
num_leaves=19
num_cat=0
split_feature=4 2 12 2 14 2 2 3 124 4 51 49 12 3 43 0 51 0
split_gain=286.978 84.8062 68.5009 28.7159 27.7899 23.7352 19.3707 17.416 12.7874 12.1618 9.98048 12.4226 7.81991 6.76429 10.4387 5.89029 5.53541 4.57671
threshold=0.31392000000000003 0.13388500000000003 -1.0000000180025095e-35 -0.007134999999999999 0.064610000000000015 0.15205000000000002 0.097005000000000022 0.11269500000000002 -0.074959999999999985 0.032770000000000001 0.078960000000000016 -1.0000000180025095e-35 0.098785000000000012 0.11878500000000002 -1.0000000180025095e-35 -0.085674999999999987 0.086450000000000013 -0.11656999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 8 -5 9 -2 10 15 -12 17 14 -10 -4 -3 -11
right_child=5 16 4 6 -6 -7 -8 -9 13 12 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0020224098891515525 0.001397150188007974 0.0030206164230088565 0.0049599652603083992 0.0046728491909388539 0.0058178371344680081 0.00062878653362253721 0.0030748370880037791 0.0034699868664709488 0.0021175991784806334 0.0049732408180130239 0.0032680998252795279 0.0045113354048878203 0.00346795178788131 0.0019602467470454183 0.0034140383560442382 0.0046502657434647973 0.0020116547797386312 0.0041848657748929921
leaf_weight=67 59 55 474 76 99 52 87 75 55 52 54 212 67 58 84 1089 62 167
leaf_count=67 59 55 474 76 99 52 87 75 55 52 54 212 67 58 84 1089 62 167
internal_value=0 0.00440949 0.00449881 0.00329651 0.00461961 0.0020525 0.00382007 0.00456543 0.00234159 0.00460427 0.00467366 0.00425904 0.00416043 0.00262432 0.00290124 0.0047442 0.00248616 0.00437217
internal_weight=0 2636 2519 230 2289 308 163 2190 256 2115 1829 266 286 197 139 1563 117 219
internal_count=2944 2636 2519 230 2289 308 163 2190 256 2115 1829 266 286 197 139 1563 117 219
is_linear=0
shrinkage=0.00231039


Tree=1317
num_leaves=13
num_cat=0
split_feature=9 9 16 150 51 51 133 0 475 457 457 43
split_gain=6.00095 5.33564 4.06941 4.04354 3.40638 3.12919 4.22569 2.8337 2.59483 2.28864 2.84727 2.11742
threshold=0.093040000000000012 -0.08577499999999999 -0.54752499999999993 0.10921500000000002 -1.0000000180025095e-35 -0.22508999999999998 0.087120000000000017 -0.06537999999999998 1.0000000180025095e-35 0.085130000000000025 0.079930000000000015 -0.019324999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 -4 9 10 -7 -11
right_child=-2 2 3 4 -6 8 -8 -9 -10 11 -12 -13
leaf_value=-0.00088351980174851072 -0.001121706657930437 0.0035356238586125473 0.0046349928275716762 0.001583894223737249 -0.0010216154952784342 0.0014199335472914437 0.00090148064438488353 0.0022241940361089466 0.002834373324693796 0.0013854562168046606 -0.00037601842045976313 0.0035186560989874357
leaf_weight=55 53 58 56 52 68 2239 61 59 80 52 53 58
leaf_count=55 53 58 56 52 68 2239 61 59 80 52 53 58
internal_value=0 0.00147967 0.00152553 0.00148353 0.000106757 0.00154566 0.00253376 0.00339886 0.00147556 0.00143027 0.00137837 0.00251098
internal_weight=0 2891 2836 2778 120 2658 176 115 2482 2402 2292 110
internal_count=2944 2891 2836 2778 120 2658 176 115 2482 2402 2292 110
is_linear=0
shrinkage=0.00766357


Tree=1318
num_leaves=33
num_cat=0
split_feature=3 3 43 42 2 2 16 3 0 52 52 0 39 150 2 0 3 150 3 2 42 13 49 2 1212 133 43 3 13 42 43 3
split_gain=227.875 101.837 64.7818 43.0302 31.4319 21.7495 18.9619 12.105 10.7281 11.0655 11.5319 10.3633 9.05193 8.62312 14.9726 9.99633 7.09388 7.24148 9.77473 6.05843 5.71633 5.66698 4.62577 3.50688 2.9579 2.49428 2.16516 2.24931 1.34549 1.27675 1.1265 0.643714
threshold=-0.059315 0.3148450000000001 -0.033049999999999989 -1.0000000180025095e-35 0.11426500000000002 0.10869000000000002 0.4028000000000001 -0.115685 -0.066734999999999975 -0.53473999999999988 -0.07167999999999998 -0.037444999999999992 0.093225000000000016 0.085425000000000015 0.072175000000000017 -0.108275 -0.081184999999999993 0.087865000000000013 -0.12711499999999995 0.08622500000000001 0.084360000000000004 -0.012064999999999998 1.0000000180025095e-35 0.091290000000000024 0.041590000000000009 -0.067374999999999977 -0.06705499999999999 -0.078254999999999977 -0.023024999999999997 0.087325000000000014 0.065040000000000014 0.094635000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 7 -6 16 -10 -11 12 -5 14 -4 -16 17 18 19 -1 -12 25 -7 24 -20 30 29 -28 -25 -27 -18 -17
right_child=1 -3 5 11 6 22 -8 -9 9 10 20 -13 -14 -15 15 31 21 -19 23 -21 -22 -23 -24 28 -26 26 27 -29 -30 -31 -32 -33
leaf_value=0.0050254029040921284 0.0033193364652832594 -0.00034786842588388256 0.0022945066894863048 0.0010495091074048317 0.0010955316238375891 0.0018351323538257326 0.0036190259361365438 0.002697037666436918 0.0039423954678750994 0.0019219264004740584 0.003662625212400749 0.0016705104406775769 -0.00015183907818480053 0.002359723268621907 0.0043135843004427259 0.0030458694023189699 0.0040233430502987725 0.0031212350836800277 0.0038521229931833441 0.003920216201615913 0.002681672215928077 0.0027028953518000694 0.0026943745542543141 0.0036417774417548988 0.0034993315503208597 0.0038672942657671529 0.0027955314911747298 0.0033937170884014976 0.0031562957448016365 0.0034484859493907451 0.0035746225861889381 0.0034214274588907499
leaf_weight=54 53 90 52 92 53 99 53 52 66 56 70 75 56 52 87 53 59 97 622 57 63 56 54 56 170 53 55 99 77 190 70 53
leaf_count=54 53 90 52 92 53 99 53 52 66 56 70 75 56 52 87 53 59 97 622 57 63 56 54 56 170 53 55 99 77 190 70 53
internal_value=0 0.00201639 0.00230952 0.00141047 0.00348126 0.00286088 0.00246942 0.0018889 0.0035624 0.00311071 0.00282014 0.000956682 0.000594775 0.00323289 0.00341812 0.00372072 0.00362954 0.00373841 0.00379617 0.0044581 0.00319815 0.00341757 0.00213856 0.00371671 0.00377643 0.00349361 0.00340047 0.00318024 0.0033609 0.00353993 0.00378005 0.00323389
internal_weight=0 816 726 276 2128 450 158 105 1970 255 189 223 148 297 245 193 1715 1133 1036 111 133 582 153 925 792 526 397 154 133 243 129 106
internal_count=2944 816 726 276 2128 450 158 105 1970 255 189 223 148 297 245 193 1715 1133 1036 111 133 582 153 925 792 526 397 154 133 243 129 106
is_linear=0
shrinkage=0.00235659


Tree=1319
num_leaves=23
num_cat=0
split_feature=1 4 4 13 12 123 1 1 12 1 4 0 12 1 12 4 1 159 4 0 401 42
split_gain=657.105 106.927 62.9292 45.6403 45.0373 35.9827 34.3662 29.1533 22.7067 15.7813 13.3633 16.9854 14.3512 10.6578 10.5645 6.75779 6.61459 6.0583 4.60833 3.93167 3.92012 3.60556
threshold=0.107725 0.27420500000000009 0.31392000000000003 -0.27740999999999993 -1.0000000180025095e-35 0.081180000000000016 0.12988000000000002 0.092755000000000018 0.11697000000000002 0.12313000000000002 -0.081204999999999986 -0.13165999999999997 1.0000000180025095e-35 0.14754500000000001 0.091680000000000011 -0.0088849999999999988 0.089370000000000019 0.080875000000000016 0.032770000000000001 -0.093649999999999983 0.080265000000000017 0.073240000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 7 9 21 19 10 15 11 -6 -12 -8 16 -5 -14 20 -16 -1 -13 -3
right_child=1 6 -4 5 8 -7 13 -9 -10 -11 12 17 14 -15 18 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0045695802699386601 0.00066560675925876112 0.0010751724474458663 0.001888484792895656 0.0046125373338731157 0.0061540970166191738 0.0013326926037635447 0.00022313832700775557 0.0021368104665716492 0.0033860387946875563 0.0026106872952029641 0.0036570247461580195 0.0049664906338187506 0.0048399354446670723 -0.0011168197413348342 0.0044302611513022056 0.003485978968026454 0.0041999571053467988 0.004178049626304076 0.0038624040726901584 0.0036617949897405667 0.004347166299877663 0.001897756479984322
leaf_weight=54 56 66 52 58 57 54 90 67 82 68 100 491 684 52 401 61 104 75 100 53 65 54
leaf_count=54 56 66 52 58 57 54 90 67 82 68 100 491 684 52 401 61 104 75 100 53 65 54
internal_value=0 0.00161456 0.00445334 0.00258262 0.0045105 0.00302796 0.000517073 0.0033566 0.00460348 0.00351737 0.00465154 0.00492053 0.00451828 -0.000267373 0.00458508 0.00403527 0.0047555 0.00480906 0.00431697 0.00412016 0.00489413 0.00144554
internal_weight=0 559 2385 297 2333 241 262 174 2159 187 2077 688 1389 142 1289 119 788 631 501 107 556 120
internal_count=2944 559 2385 297 2333 241 262 174 2159 187 2077 688 1389 142 1289 119 788 631 501 107 556 120
is_linear=0
shrinkage=0.00235659


Tree=1320
num_leaves=20
num_cat=0
split_feature=1 13 3 484 1 1 147 3 42 13 42 1 132 3 13 402 49 3 42
split_gain=9.28715 3.73638 5.19426 2.81087 3.26582 2.25922 2.10724 1.84476 7.45502 5.75253 2.80537 2.55622 2.27016 1.88496 1.63386 2.71864 1.84255 1.40404 1.1864
threshold=0.11883500000000001 -0.14258499999999999 -0.14186499999999996 0.085640000000000008 0.14602500000000004 0.13216000000000003 0.089245000000000005 -0.098469999999999988 0.087005000000000013 0.044405000000000007 0.11966500000000001 0.096475000000000019 0.087675000000000017 -0.12711499999999995 -0.089024999999999979 0.086055000000000006 0.098965000000000011 0.0043700000000000006 -0.086109999999999978
decision_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 8 9 -3 12 13 14 -11 15 -9 -16 -7 -14
right_child=3 6 -4 -5 -6 17 -8 10 -10 11 -12 -13 18 -15 16 -17 -18 -19 -20
leaf_value=0.0055637205344584292 -0.00043189719241535772 -0.0020281546741492758 0.0018929933376139857 0.0022772456568269438 -0.0016720807927820371 0.00047501290557423384 0.00043237545423065974 0.00071622854144345383 0.0044633825734781063 -0.00050375017081005574 0.00042594644173262397 0.0026766605949061408 0.0043052539286898934 0.0016679755143633769 0.0022514804069035817 0.0030305522283234792 0.0013037699357384184 0.0025297147576039025 0.0025753229190785499
leaf_weight=57 99 53 75 54 73 58 80 169 52 67 86 77 54 67 1390 57 197 54 88
leaf_count=57 99 53 75 54 73 58 80 169 52 67 86 77 54 67 1390 57 197 54 88
internal_value=0 0.00197716 0.00347882 0.000361855 -1.99505e-06 0.000575344 0.00189578 0.00194541 0.00129339 0.000668621 0.00204631 0.00134647 0.00211754 0.000581383 0.00203005 0.00130036 0.0021339 0.00146655 0.00323387
internal_weight=0 2569 132 338 284 211 2437 2357 316 264 2041 211 1955 134 1813 226 1587 112 142
internal_count=2907 2569 132 338 284 211 2437 2357 316 264 2041 211 1955 134 1813 226 1587 112 142
is_linear=0
shrinkage=0.00915867


Tree=1321
num_leaves=25
num_cat=0
split_feature=12 12 12 0 150 42 133 42 51 51 0 12 12 0 0 50 43 0 12 0 43 42 0 0
split_gain=235.962 60.2129 42.8793 32.7358 26.821 26.0852 12.3558 11.1278 10.3739 15.3825 8.67134 8.25047 7.46032 7.60111 4.77654 7.48716 6.06559 5.57585 4.41798 2.48786 1.98443 1.9355 1.90872 2.65497
threshold=0.056995000000000011 0.10713500000000002 -0.071274999999999991 -0.045139999999999993 0.08882000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.024804999999999997 -0.093789999999999984 0.043405000000000006 -0.11327499999999999 -0.089399999999999993 0.099680000000000005 0.10923000000000001 -0.076589999999999978 0.089430000000000023 -0.082094999999999987 -0.13843999999999998 -0.19698999999999997 -0.10071499999999999 -0.053234999999999998 0.092010000000000022 -0.105195 -0.096849999999999978
decision_type=2 2 2 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 5 7 6 -1 -4 -3 -8 10 -10 18 13 14 17 16 -16 -2 -7 -20 -14 -18 -19 -24
right_child=1 3 4 -5 -6 11 8 -9 9 -11 -12 -13 20 -15 15 -17 21 22 19 -21 -22 -23 23 -25
leaf_value=0.0026123588244557129 0.0030451835053954472 0.0033445511183649774 0.0017165291611748493 0.00093769100825610862 0.0013418149220467464 0.00077015470437887836 0.0035937528100884676 0.0022665803674034113 0.0015338595949650792 0.0033356487556498548 0.0026835956611296267 0.00045781925879277816 0.0033117020001914238 0.0043010411240749788 0.0023807583392700072 0.0038527024233199012 0.0036222044871663086 0.0040098764539292144 0.0019028548103747487 0.0012247287844047627 0.0027988762532673937 0.0030876878604923037 0.0031774281515770152 0.0036262414286122023
leaf_weight=62 94 98 60 64 103 57 72 99 66 89 69 98 73 67 54 80 52 62 53 59 85 110 73 1108
leaf_count=62 94 98 60 64 103 57 72 99 66 89 69 98 73 67 54 80 52 62 53 59 85 110 73 1108
internal_value=0 0.00336469 0.00191283 0.00234566 0.00236023 0.00128857 0.00265482 0.00280295 0.00284493 0.00260412 0.00212168 0.000981079 0.00350782 0.00355166 0.0035209 0.00325963 0.00303986 0.00357873 0.00128436 0.00154584 0.00303597 0.00325941 0.00361906 0.00359852
internal_weight=0 2119 788 261 459 329 356 197 296 224 135 267 1858 1700 1633 296 216 1337 169 112 158 162 1243 1181
internal_count=2907 2119 788 261 459 329 356 197 296 224 135 267 1858 1700 1633 296 216 1337 169 112 158 162 1243 1181
is_linear=0
shrinkage=0.00226508


Tree=1322
num_leaves=26
num_cat=0
split_feature=1 1 2 1 150 51 14 2 13 43 1 52 2 1 157 15 13 48 15 15 150 1 1212 1 15
split_gain=350.961 68.8507 34.621 19.0385 22.8313 17.4012 14.6889 11.3917 10.8533 9.39707 7.61933 7.55454 6.32807 13.2758 6.63096 6.18118 6.31229 6.03503 6.13578 4.68142 4.48078 2.69709 4.06308 1.54051 1.31618
threshold=0.10529500000000001 0.12419000000000001 1.0000000180025095e-35 0.092900000000000024 1.0000000180025095e-35 -0.064959999999999976 0.064610000000000015 0.12068000000000001 -0.066634999999999986 -1.0000000180025095e-35 0.14228000000000005 -0.070104999999999987 0.08647500000000001 0.085720000000000005 -0.06266999999999999 0.033605000000000003 -0.0073349999999999986 0.090730000000000019 -0.087759999999999991 -0.13843999999999998 0.079335000000000017 0.082135000000000014 0.087685000000000013 0.088035000000000016 0.11308000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 6 15 -3 7 12 -2 -4 19 -11 14 17 -1 16 -5 20 -19 -7 -14 22 -16 -23 -17
right_child=1 5 9 4 -6 10 -8 -9 -10 11 -12 -13 13 -15 21 24 -18 18 -20 -21 -22 23 -24 -25 -26
leaf_value=0.0033046235403604474 0.0040495401368585782 0.0020505961834223784 0.0013027286354243058 0.0026403517985018731 0.001968127202487764 0.00069469673441513685 0.0047864703518750171 0.0029885757446944656 0.0027815096440817412 0.002961819457343173 0.00019988940152838454 0.0018768650317477181 0.0037972364428753985 0.0027175447848751294 0.0042863957633718286 0.0041516022436787186 0.0036215760170823863 0.0038045413250253827 0.0027723471361597819 0.0015656544683838648 0.0043060684696776654 0.0036667325658003053 0.0036290450374733972 0.0040271574607101549 0.0036561276066123805
leaf_weight=64 68 65 75 58 59 75 81 85 71 54 88 85 787 63 335 62 81 62 57 55 101 99 57 168 52
leaf_count=64 68 65 75 58 59 75 81 85 71 54 88 85 787 63 335 62 81 62 57 55 101 99 57 168 52
internal_value=0 0.00185427 0.00252161 0.00375806 0.00323789 0.00102178 0.00384089 0.0038001 0.00340202 0.00194965 0.000714917 0.00229853 0.00383856 0.00372761 0.00400271 0.00353391 0.00321232 0.00379078 0.00331033 0.00106336 0.00385514 0.00407047 0.00419087 0.00389361 0.00392581
internal_weight=0 636 353 2271 312 283 1959 1878 139 214 218 139 1793 1070 723 253 139 1007 119 130 888 659 392 267 114
internal_count=2907 636 353 2271 312 283 1959 1878 139 214 218 139 1793 1070 723 253 139 1007 119 130 888 659 392 267 114
is_linear=0
shrinkage=0.00226508


Tree=1323
num_leaves=23
num_cat=0
split_feature=1 1 12 39 14 1 47 12 0 0 43 1 159 159 49 49 12 0 1446 12 1 0
split_gain=275.822 37.8874 44.058 21.3773 12.0493 11.3341 9.56592 9.54953 8.71734 9.22479 8.04488 6.57862 4.17104 4.13465 3.59016 2.70366 2.34485 2.79037 2.33323 1.98357 3.8621 1.87038
threshold=0.10529500000000001 0.12419000000000001 0.087255000000000013 0.0047850000000000011 0.064610000000000015 0.086215000000000014 0.085585000000000008 0.098785000000000012 -0.076384999999999995 -0.23028499999999999 -0.12118 0.13654500000000003 0.091130000000000017 0.081975000000000006 0.10078000000000002 -0.006494999999999999 0.099680000000000005 -0.071749999999999994 0.088585000000000011 0.080020000000000022 0.090485000000000024 -0.061204999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 8 -5 11 -4 9 -1 -10 -3 -13 15 16 -2 17 -12 19 -11 -21 -18
right_child=1 6 7 5 -6 -7 -8 -9 10 18 14 12 -14 -15 -16 -17 21 -19 -20 20 -22 -23
leaf_value=0.0029915706760291682 0.0023238440290546574 0.0016471951603768838 0.0039858178014593243 0.0035091284848074319 0.0046675867703783996 0.0021211840969127048 0.0020998037568390059 0.0027492887206006255 0.0026989237524074824 0.0042176884481276685 0.0034477226758982686 0.00045419249482848425 0.0012943857069651155 0.0013047727038737805 0.003118683358312235 0.0016716472179759299 0.003707286438446626 0.0039467301481318348 0.0042693535191946621 0.0038838436352003672 0.0034488054361755589 0.0030875672153205446
leaf_weight=67 77 76 87 65 84 66 69 58 62 84 90 84 54 65 73 66 54 210 85 1148 127 56
leaf_count=67 77 76 87 65 84 66 69 58 62 84 90 84 54 65 73 66 54 210 85 1148 127 56
internal_value=0 0.00197897 0.00249405 0.0037349 0.00379151 0.00281005 0.00133639 0.00349138 0.0037557 0.00384803 0.00349969 0.00109012 0.000783146 0.00179868 0.00360242 0.00202301 0.00368849 0.00379711 0.00388775 0.00386386 0.00384053 0.00339202
internal_weight=0 636 353 2271 2140 131 283 145 2056 1511 545 214 138 208 483 143 410 300 1444 1359 1275 110
internal_count=2907 636 353 2271 2140 131 283 145 2056 1511 545 214 138 208 483 143 410 300 1444 1359 1275 110
is_linear=0
shrinkage=0.00235659


Tree=1324
num_leaves=25
num_cat=0
split_feature=1 1 12 39 1 10 4 447 11 12 12 12 1 49 159 156 16 49 42 12 12 475 1212 16
split_gain=348.352 54.9759 53.1746 34.91 16.3372 14.2744 14.8795 11.7065 15.7816 14.6174 10.3157 10.2534 6.6144 12.552 5.78514 5.46018 5.31517 4.80964 3.69328 3.67084 2.62102 2.48986 1.96502 1.14019
threshold=0.10529500000000001 0.12419000000000001 0.087255000000000013 0.0047850000000000011 0.086215000000000014 -0.088499999999999981 0.50541500000000006 0.085135000000000016 1.0000000180025095e-35 0.093185000000000004 0.098785000000000012 0.091290000000000024 0.084955000000000017 -1.0000000180025095e-35 0.084435000000000024 0.085050000000000014 -0.095724999999999991 0.091380000000000003 0.11966500000000001 -0.083219999999999988 0.080020000000000022 -1.0000000180025095e-35 0.097595000000000015 -0.0098949999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 7 -5 -3 16 8 11 -10 -4 12 17 -14 19 18 -7 20 22 -2 -1 -15 -13 -19
right_child=1 5 10 4 -6 6 -8 -9 9 -11 -12 15 13 21 -16 -17 -18 23 -20 -21 -22 -23 -24 -25
leaf_value=0.0052138404859319379 0.0020448350720193931 0.00054191235079320435 0.0046622166311948146 0.0040629894444461643 0.0023970160027814592 0.0018394475727705323 0.0011801519556734275 0.0034584497411807909 0.0058944446773113003 0.0043203461249382551 0.0033768283798133415 0.0042940855331658236 0.0034147594778578261 0.0040755741446452413 0.0016911955405024524 0.0034859139621517114 0.0027832229857324173 0.0044490907099093658 0.0037769662158976913 0.0028291126073162797 0.0047090297569737719 0.0046530132506232835 0.004719810895274055 0.0039662274698525086
leaf_weight=63 52 52 87 65 66 56 93 61 84 54 58 501 71 53 63 52 82 61 72 93 740 206 70 52
leaf_count=63 52 52 87 65 66 56 93 61 84 54 58 501 71 53 63 52 82 61 72 93 740 206 70 52
internal_value=0 0.00243211 0.00305256 0.00440545 0.00322384 0.0016581 0.00190925 0.00447777 0.00450766 0.00527868 0.00414823 0.00445283 0.00458099 0.00429401 0.00228863 0.00422303 0.00240042 0.00468435 0.00428261 0.00254803 0.00474867 0.00453495 0.00434632 0.00422711
internal_weight=0 636 353 2271 131 283 231 2140 2079 138 145 1941 1246 330 208 695 138 916 643 145 803 259 571 113
internal_count=2907 636 353 2271 131 283 231 2140 2079 138 145 1941 1246 330 208 695 138 916 643 145 803 259 571 113
is_linear=0
shrinkage=0.00235659


Tree=1325
num_leaves=17
num_cat=0
split_feature=4 52 4 52 1 49 4 51 51 475 1 474 4 52 47 49
split_gain=14.8626 3.21165 5.21694 3.21648 3.07335 3.27826 2.73192 2.69835 3.4739 2.8455 2.60141 2.75151 2.54239 2.1718 1.46228 1.05176
threshold=0.27258000000000004 0.042815000000000006 0.41315500000000005 -0.064364999999999992 0.12381000000000002 0.10449500000000002 0.50027500000000014 -0.22508999999999998 -0.095009999999999983 -0.085684999999999997 0.10985500000000002 0.087015000000000009 -0.47860499999999995 -0.08403999999999999 0.090515000000000026 0.11869
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 7 -5 -1 12 -10 11 -11 -9 -7 -6 -15
right_child=1 -3 3 6 14 13 -8 8 9 10 -12 -13 -14 15 -16 -17
leaf_value=0.0033217911095997921 -0.0019331041948897204 0.0015720202040452279 -0.0010229022153010565 3.7865565659222192e-06 0.00014136436308377832 0.0019443499953505326 0.0019603433258326272 0.0021278929350302435 0.0034385316555921842 0.0020884733014972655 0.0032938001750001857 0.00096970504472145382 0.00016571324610555082 -0.00029144540819448742 0.0017514478629256846 0.0011463788334903037
leaf_weight=91 58 88 52 69 68 92 81 58 83 1743 87 123 85 53 52 53
leaf_count=91 58 88 52 69 68 92 81 58 83 1743 87 123 85 53 52 53
internal_value=0 0.000379528 -2.37876e-05 0.00052405 0.0019694 0.00202429 0.00106084 0.00210207 0.00205109 0.00212754 0.00207179 0.00201477 0.000962102 0.00113228 0.00083971 0.000426739
internal_weight=0 348 260 202 2588 2468 150 2270 2179 2036 1953 1866 143 198 120 106
internal_count=2936 348 260 202 2588 2468 150 2270 2179 2036 1953 1866 143 198 120 106
is_linear=0
shrinkage=0.00722155


Tree=1326
num_leaves=27
num_cat=0
split_feature=1 4 2 12 4 3 2 2 4 12 1 0 0 4 0 12 3 4 12 50 13 13 52 3 3 12
split_gain=219.994 49.5294 31.906 28.0788 25.1457 16.7822 15.7875 22.2727 15.5591 13.5896 11.5779 8.93592 7.11868 6.04585 5.98221 5.8895 5.77349 4.61757 3.31395 2.66465 2.28618 2.20099 1.42313 0.83505 0.740443 0.708842
threshold=0.12000500000000001 0.27420500000000009 0.17553000000000005 0.056995000000000011 0.27998000000000006 -0.14186499999999996 0.078775000000000012 0.10859000000000001 -0.078249999999999986 0.091290000000000024 0.084675000000000014 -0.10934999999999999 -0.081414999999999987 -0.0096349999999999977 -0.062109999999999992 1.0000000180025095e-35 -0.010434999999999998 0.42642000000000008 0.084065000000000015 0.10861000000000003 -0.060719999999999989 -0.078439999999999996 -0.014944999999999998 -0.075579999999999994 0.15217000000000003 0.10508500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 15 12 -1 8 -8 11 -10 -7 -5 14 21 -2 -6 -3 22 -20 23 -11 -13 -15 -18 -22
right_child=2 17 -4 5 16 9 7 -9 10 13 -12 18 -14 20 -16 -17 24 -19 19 -21 25 -23 -24 -25 -26 -27
leaf_value=0.0020614019416624902 0.0020731746578891014 0.0017803176266595105 -0.00017823860205523832 0.0048533541943996837 0.0017481750168318825 0.0027617985435064254 0.0042321041422404525 0.0021979391391677662 0.0037861016030248493 0.0039993046206002114 0.0025244082322072752 0.0043295194269989861 0.003872154359013699 0.0030561306873251033 0.0029379887337149801 0.0030899536662904862 0.0010012795700212608 0.0026076845724070643 0.0037318623822954508 0.0032760023282036093 0.0025959497634541208 0.0034962648173748651 0.0038591681447019749 0.0034474759154592468 0.00061314300350432229 0.0029394631662842323
leaf_weight=87 72 91 56 71 52 52 99 94 68 54 91 65 90 64 103 53 53 60 789 76 55 370 77 57 53 84
leaf_count=87 72 91 56 71 52 52 99 94 68 54 91 65 90 64 103 53 53 60 789 76 55 370 77 57 53 84
internal_value=0 0.00339381 0.00141474 0.00347311 0.00173005 0.00358893 0.00294351 0.00316146 0.00351242 0.00352647 0.00306416 0.00369755 0.00430501 0.00329623 0.00343879 0.00250449 0.00111721 0.00210924 0.00374584 0.00369184 0.00300717 0.00356039 0.00407464 0.00324069 0.000807444 0.00280372
internal_weight=0 2597 339 2446 283 2007 439 352 258 1846 159 1059 161 787 527 125 158 151 1007 865 260 424 142 121 106 139
internal_count=2936 2597 339 2446 283 2007 439 352 258 1846 159 1059 161 787 527 125 158 151 1007 865 260 424 142 121 106 139
is_linear=0
shrinkage=0.00231039


Tree=1327
num_leaves=22
num_cat=0
split_feature=4 2 12 16 16 403 4 12 4 49 2 475 48 16 16 16 13 49 42 2 13
split_gain=11.4252 5.03853 3.86429 3.84324 7.19385 5.26241 5.04767 4.14705 9.57141 4.57154 3.73957 3.40284 4.59688 3.39949 3.1799 2.39141 3.28856 2.41121 2.38595 1.8356 0.819249
threshold=0.27258000000000004 0.14870000000000003 0.099170000000000022 -0.011849999999999998 -0.018754999999999997 -0.080719999999999986 -0.10701499999999999 -1.0000000180025095e-35 -0.015539999999999998 0.10852500000000001 0.11523000000000001 -0.084144999999999984 0.08035500000000001 -0.49057499999999993 0.11160500000000002 -0.052894999999999991 -0.052124999999999998 0.093290000000000012 0.0069650000000000016 0.09802000000000001 -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
left_child=1 3 10 4 6 -5 -1 8 -7 11 13 14 -13 -2 -9 17 -17 19 -12 -8 -19
right_child=2 -3 -4 5 -6 7 15 9 -10 -11 18 12 -14 -15 -16 16 -18 20 -20 -21 -22
leaf_value=0.0039504547652388956 0.0025930819414253913 -0.00015990028272404148 -0.0013523960273384514 -0.00011163670524553786 0.0040089582636623775 -0.0018359403990214213 0.001937225951029335 0.0042781689177537703 0.0023714285581527641 0.00040088377099974771 -0.00075085781236572922 0.0014576998410719352 0.0030460578078227401 0.00028773583116671944 0.0020646197280158852 0.0017993376581286039 -0.00038115085453962322 0.0015492126037560442 0.0010848367727632267 0.0028190289749835695 0.0002712998432290194
leaf_weight=62 77 68 56 97 93 54 949 62 59 101 96 445 121 59 75 98 57 52 60 142 53
leaf_count=62 77 68 56 97 93 54 949 62 59 101 96 445 121 59 75 98 57 52 60 142 53
internal_value=0 0.00177881 0.00038482 0.00183115 0.0020627 0.00148719 0.00193455 0.00165639 0.000360145 0.00183848 0.000718249 0.00204491 0.0017974 0.00159354 0.00306693 0.00184198 0.000996983 0.00195142 -4.43272e-05 0.00205207 0.000904905
internal_weight=0 2588 348 2520 1506 1014 1413 917 113 804 292 703 566 136 137 1351 155 1196 156 1091 105
internal_count=2936 2588 348 2520 1506 1014 1413 917 113 804 292 703 566 136 137 1351 155 1196 156 1091 105
is_linear=0
shrinkage=0.00722155


Tree=1328
num_leaves=12
num_cat=0
split_feature=2 123 13 43 0 14 0 457 0 41 0
split_gain=8.2677 3.03068 2.312 4.22851 4.55733 3.5582 3.70579 2.75049 2.6908 2.76493 2.24551
threshold=0.17730000000000004 0.10832000000000001 -0.15325499999999995 0.037915000000000011 -0.14015999999999998 0.073890000000000011 -0.23215999999999995 0.092385000000000009 -0.10998999999999999 0.082095000000000015 -0.17127999999999996
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 5 -5 -6 -7 7 -9 9 -11 -12
leaf_value=0.0013404602108230733 -0.0014632576297945504 -0.00039083545531782594 -0.00040000887361037191 0.0026061682879107658 -0.0021112809921008608 0.0035791026435340622 0.002360368558989522 0.003387118466804743 0.0018624555319606067 -4.5714789742204104e-05 0.00036429639186125493
leaf_weight=63 64 52 60 60 52 79 55 76 2139 58 178
leaf_count=63 64 52 60 60 52 79 55 76 2139 58 178
internal_value=0 0.00167231 0.00171038 0.000748757 -0.000219526 0.00177397 0.00171836 0.00176912 0.00171848 0.00181204 0.000835868
internal_weight=0 2872 2820 175 115 2645 2566 2506 2430 2197 233
internal_count=2936 2872 2820 175 115 2645 2566 2506 2430 2197 233
is_linear=0
shrinkage=0.00863042


Tree=1329
num_leaves=17
num_cat=0
split_feature=3 3 0 2 16 41 1 3 2 123 0 156 0 2 1 2
split_gain=9.05665 2.66595 4.18119 3.10556 4.18499 2.69536 2.99546 7.91331 8.63863 4.74508 2.88502 2.64195 6.66172 2.29552 2.2717 2.21093
threshold=0.3148450000000001 -0.23098999999999997 -0.029849999999999998 0.10019000000000002 0.041025000000000006 0.082560000000000008 0.077845000000000011 -0.088084999999999983 0.080495000000000011 1.0000000180025095e-35 -0.058589999999999996 0.090560000000000015 -0.11262999999999999 0.10803500000000001 0.11644500000000001 0.11543500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 5 4 -4 6 11 8 -8 10 -9 12 -3 -1 -11 -14
right_child=-2 2 3 -5 -6 -7 7 9 -10 14 -12 -13 15 -15 -16 -17
leaf_value=0.0035998696329661187 -0.0012716828177493078 0.0040336433436659255 -0.0008152995191822584 -0.0010749248053654092 0.0020288612888946507 0.0026708750918410214 0.00093429900391863471 0.0013501575426703453 -0.0030782311597389329 0.00093285046003517059 0.0030133656094070795 9.0839622833923693e-05 0.0014034971058418555 0.0013103032093039319 -0.0010167498617153568 0.0027904094659330727
leaf_weight=59 89 69 54 78 84 95 79 646 60 77 74 76 1190 53 75 78
leaf_count=59 89 69 54 78 84 95 79 646 60 77 74 76 1190 53 75 78
internal_value=0 0.00131073 0.00126129 0.000196221 0.000915312 0.00135259 0.00130088 0.000969303 -0.000797116 0.00125097 0.00152122 0.00153807 0.00162027 0.00251717 -2.85634e-05 0.00148888
internal_weight=0 2847 2735 216 138 2519 2424 1011 139 872 720 1413 1337 112 152 1268
internal_count=2936 2847 2735 216 138 2519 2424 1011 139 872 720 1413 1337 112 152 1268
is_linear=0
shrinkage=0.00797318


Tree=1330
num_leaves=30
num_cat=0
split_feature=1 1 12 16 2 51 15 3 12 16 40 1 52 1 12 15 16 13 15 3 12 12 13 52 1 52 3 13 3
split_gain=171.654 44.4549 35.8192 17.652 16.7197 10.539 10.4023 30.4261 10.4527 8.47853 14.2439 6.96427 5.99417 6.30601 5.44078 4.41179 4.74529 3.8776 3.20712 4.21441 3.58148 2.85736 3.43656 2.29308 1.88862 2.4354 1.34094 0.97345 0.809212
threshold=0.10075500000000003 0.12381000000000002 0.088365000000000013 0.026395000000000005 0.10836000000000003 -0.06533499999999999 0.039965000000000007 -0.12077499999999998 0.082165000000000016 -0.14463999999999996 -0.051069999999999997 0.094165000000000013 0.056265000000000009 0.13707500000000003 0.087495000000000003 0.088965000000000002 -0.064909999999999982 -0.032959999999999996 -0.17840999999999999 0.088880000000000015 0.086730000000000015 0.10331000000000001 -0.069029999999999994 0.11667000000000001 0.07665000000000001 0.085635000000000003 -0.090789999999999996 -0.011694999999999999 -0.074479999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 9 6 -3 7 -1 -8 -2 -11 18 13 -7 -6 16 24 -16 -9 20 -20 22 -4 26 25 -10 -17 -28 -25
right_child=1 5 21 -5 14 12 8 11 15 10 -12 -13 -14 -15 17 23 -18 -19 19 -21 -22 -23 -24 28 -26 -27 27 -29 -30
leaf_value=0.0020217480295261899 0.0021689813749827319 0.0022489058441073069 0.0038112466918926342 0.0030616781694233256 0.0021213038701736013 0.0014143560379174978 0.0046098550650494384 0.0040327142687301247 0.0040075738876811633 0.0021426547598924501 0.00048725736089183291 0.0026031293557406444 0.0017296185127323037 0.00049056514242481249 0.0032840505153494187 0.0038330601550510698 0.0043886855704971294 0.0025895003177036028 0.0036349667678009473 0.0028333971028150339 0.0033073076106342656 0.0028575393864835492 0.0030634959398561463 0.0029543389077951142 0.0032559762615232695 0.0035639162716378583 0.0035021778094954728 0.0031458697282414861 0.0033367708871186782
leaf_weight=97 96 59 76 64 54 73 56 52 105 52 65 56 67 94 101 58 54 81 383 62 365 61 63 69 61 207 236 54 59
leaf_count=97 96 59 76 64 54 73 56 52 105 52 65 56 67 94 101 58 54 81 383 62 365 61 63 69 61 207 236 54 59
internal_value=0 0.00208105 0.0025249 0.00197594 0.0033732 0.00135838 0.00344412 0.00327758 0.00362037 0.00164959 0.0012232 0.00341025 0.00113374 0.000894529 0.00277983 0.00355898 0.0037335 0.00297508 0.00346265 0.00342603 0.00347511 0.00328508 0.00347252 0.00340237 0.00363858 0.0037133 0.00350218 0.00343592 0.00313081
internal_weight=0 770 477 277 2210 293 1974 1015 959 213 117 918 234 167 236 903 427 182 862 810 748 200 139 476 373 312 348 290 128
internal_count=2980 770 477 277 2210 293 1974 1015 959 213 117 918 234 167 236 903 427 182 862 810 748 200 139 476 373 312 348 290 128
is_linear=0
shrinkage=0.00235659


Tree=1331
num_leaves=26
num_cat=0
split_feature=1 2 0 124 14 2 43 131 2 0 0 1 0 50 4 52 52 4 13 0 0 52 52 15 2
split_gain=180.406 55.3374 27.579 25.0341 19.6811 14.2324 10.5451 9.06874 13.4796 9.43989 9.02673 20.2633 5.73891 13.7783 5.9242 5.70474 11.4844 5.49638 5.10832 4.66453 4.02117 3.66004 2.18601 1.94063 1.02915
threshold=0.12288500000000001 0.10100500000000003 -0.12851999999999997 -0.083859999999999976 0.073890000000000011 0.13966500000000001 -1.0000000180025095e-35 0.091760000000000022 0.16730000000000003 -0.074249999999999997 -0.11742499999999999 0.083670000000000008 -0.076384999999999995 0.083800000000000013 -0.34140499999999996 0.024870000000000003 -0.42198999999999992 0.032770000000000001 -0.081464999999999982 -0.097604999999999983 -0.071379999999999985 0.11534500000000002 -0.067494999999999986 -0.085999999999999979 0.11085000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 10 15 -3 8 9 -2 11 -5 17 14 -14 16 24 19 -19 -12 -15 -17 -18 -8 -4
right_child=7 2 5 4 -6 -7 23 -9 -10 -11 12 -13 13 20 -16 21 22 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0019905670069015483 0.00069245137976663184 0.00085470568945817294 0.0030296801850282686 0.0037609638987628176 0.0044522066965454639 0.0016034500252946782 0.0024042185645271655 0.001981087793101328 -0.00015428485507528489 0.0017674901461630372 0.004158842326347288 0.0017875362471142773 0.0034197150185045501 0.0032989294441886975 0.0025797413680848794 0.0036823303577649858 0.0018155014605485788 0.0033857296295255737 0.0024133184189123764 0.0034277933002145686 0.0042196026400679668 0.0029508930920363386 0.0024695795589529334 0.0017679655317734805 0.0034818054865872021
leaf_weight=82 95 61 67 54 89 52 58 59 52 94 53 68 64 52 204 75 53 67 59 1202 59 85 68 54 54
leaf_count=82 95 61 67 54 89 52 58 59 52 94 53 68 64 52 204 75 53 67 59 1202 59 85 68 54 54
internal_value=0 0.00310177 0.00247659 0.00329269 0.00334685 0.00278787 0.00165956 0.00113605 0.000929063 0.00122726 0.00329456 0.00266123 0.00333845 0.00307574 0.00278043 0.00294102 0.00270759 0.00341052 0.0029306 0.00345869 0.00378853 0.00329391 0.00218329 0.00209768 0.00323167
internal_weight=0 2680 627 2053 1971 454 173 300 241 189 1882 122 1760 379 268 402 242 1381 126 1255 111 160 121 112 121
internal_count=2980 2680 627 2053 1971 454 173 300 241 189 1882 122 1760 379 268 402 242 1381 126 1255 111 160 121 112 121
is_linear=0
shrinkage=0.00240373


Tree=1332
num_leaves=28
num_cat=0
split_feature=1 12 1 4 4 1 1 48 13 4 123 4 42 160 15 13 1 1 4 12 48 158 13 12 4 4 12
split_gain=392.345 92.6761 63.3929 34.3902 27.5128 18.9284 12.5749 12.3228 12.9699 8.32982 9.80486 8.07428 6.97071 6.72074 6.09147 5.48298 5.36646 5.15849 5.1464 5.07253 4.92993 4.91632 4.25771 4.2476 3.07586 2.99756 2.96962
threshold=0.10075500000000003 0.085845000000000019 0.13130500000000003 -0.16236499999999995 0.043640000000000005 0.083670000000000008 0.12072500000000001 0.088965000000000002 -0.013254999999999998 0.51326500000000019 0.081630000000000022 -0.040394999999999993 0.086135000000000003 -0.54784999999999984 -0.10566999999999999 0.041960000000000004 0.092395000000000019 0.11378500000000001 -0.0029949999999999998 0.089995000000000006 0.084705000000000016 0.078875000000000015 -0.085234999999999991 0.091895000000000018 -0.084489999999999996 0.071150000000000005 0.095110000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 11 -2 7 21 14 13 12 10 -8 -3 -9 -1 -5 16 18 -13 26 -17 -16 25 -20 -18 -21 -6 -15
right_child=1 2 -4 6 5 -7 9 8 -10 -11 -12 17 -14 15 20 19 23 -19 22 24 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0065027258572416015 0.0047416556873243554 0.0058878781483547816 0.0026054170821841749 0.003786472238949744 0.0046181431784375615 0.0038204308631643357 0.003383842317905185 0.0061952204843770372 0.0044946534136559076 0.0019884916927990809 0.0021464613907861878 0.0053855459018964484 0.0051501542161879561 0.0058099470305569721 0.0025280704584659552 0.0047982299010628886 0.0049200911142650789 0.0045629164648888602 0.0067203161685544079 0.0059277340151859719 0.0033945598665803297 0.0056834003383308962 0.0059366397101253167 0.0057128295287894567 0.0053008467625970191 0.0052514410226878775 0.0054705974608784107
leaf_weight=57 60 74 54 85 61 58 81 58 83 79 52 79 70 992 57 54 62 73 52 73 76 81 104 74 85 97 149
leaf_count=57 60 74 54 85 61 58 81 58 83 79 52 79 70 992 57 54 62 73 52 73 76 81 104 74 85 97 149
internal_value=0 0.00374859 0.00476792 0.00316607 0.00558942 0.00495996 0.00294617 0.00568713 0.0051798 0.00256059 0.00290023 0.00528452 0.00562389 0.00575001 0.00332103 0.00572391 0.00577346 0.00499062 0.00581768 0.00538891 0.00302339 0.0052364 0.00619802 0.00535161 0.00559063 0.00500709 0.00576565
internal_weight=0 770 280 490 2210 297 430 1913 211 212 133 226 128 1702 218 1645 1433 152 1297 212 133 239 156 136 158 158 1141
internal_count=2980 770 280 490 2210 297 430 1913 211 212 133 226 128 1702 218 1645 1433 152 1297 212 133 239 156 136 158 158 1141
is_linear=0
shrinkage=0.00222067


Tree=1333
num_leaves=19
num_cat=0
split_feature=4 2 123 2 0 14 9 3 4 0 4 4 2 124 3 12 16 0
split_gain=200.01 85.1194 45.1999 21.6858 27.4141 14.6657 10.9264 10.8052 8.38413 8.06995 13.4655 9.01965 6.75197 5.30693 4.02158 4.58987 2.62823 0.654332
threshold=0.31392000000000003 0.14132000000000003 0.080635000000000012 0.10523 -0.13843999999999998 0.073890000000000011 -0.069284999999999985 -0.15288999999999997 -0.054114999999999989 -0.11742499999999999 0.0033150000000000007 0.028075000000000006 0.11504500000000002 -0.082024999999999987 -0.082354999999999984 0.099260000000000015 -0.5038649999999999 0.056895000000000008
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 -2 -1 17 10 -9 -11 -8 -4 -10 -16 -14 -6
right_child=6 -3 13 4 8 -7 12 9 14 11 -12 -13 16 -15 15 -17 -18 -19
leaf_value=0.0026705472811030741 0.00044092300242980686 0.0012499140660314953 0.0019436606377574211 0.0016504681719869423 0.0041591864350767798 0.0047523367862170639 0.0021872418742686869 0.0022503406534090408 0.0025211888540435435 0.0038674373980299285 0.0038162377760315499 0.0032875781774076647 0.0010277697952889486 0.0029180075412102106 0.0038008541783876152 0.0028200204403000832 0.0016399735587430181 0.003777951547356839
leaf_weight=56 52 96 96 63 52 89 97 55 52 1605 83 180 74 52 62 54 99 63
leaf_count=56 52 96 96 63 52 89 97 55 52 1605 83 180 74 52 62 54 99 63
internal_value=0 0.00351694 0.00360187 0.00368253 0.00311397 0.00377764 0.00147075 0.00373379 0.00343968 0.00376474 0.00319234 0.00380898 0.00166899 0.00228618 0.00308981 0.00334448 0.00137826 0.00395056
internal_weight=0 2658 2562 2414 346 2068 322 1979 283 1923 138 1785 270 148 168 116 173 115
internal_count=2980 2658 2562 2414 346 2068 322 1979 283 1923 138 1785 270 148 168 116 173 115
is_linear=0
shrinkage=0.0024518


Tree=1334
num_leaves=27
num_cat=0
split_feature=1 155 1 2 3 2 14 3 3 3 40 15 42 130 2 1 1 3 1 2 484 3 402 403 481 160
split_gain=252.716 55.727 34.8772 29.032 36.2515 16.9513 15.6419 14.1693 11.2366 9.75271 20.8217 9.57077 7.13984 13.766 7.03508 10.3645 6.99069 3.67356 8.16615 3.62667 2.91023 2.07206 2.06054 3.68185 2.04764 1.79076
threshold=0.098395000000000024 0.09198000000000002 0.13654500000000003 0.099845000000000003 -0.020759999999999997 0.10745500000000001 0.064610000000000015 -0.12077499999999998 0.085880000000000012 -0.13827999999999999 -0.066629999999999981 -0.2987999999999999 0.083825000000000024 0.092005000000000017 0.08895500000000002 0.086115000000000011 0.11378500000000001 -0.06656999999999999 0.085780000000000009 0.11523000000000001 0.079595000000000013 -0.066229999999999997 0.086700000000000013 -0.036029999999999993 -0.084514999999999993 0.041025000000000006
decision_type=2 2 2 2 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 16 6 7 -1 9 -5 -11 -4 13 -7 17 20 -2 22 -19 -10 25 -14 24 -24 -9 -16
right_child=1 -3 11 8 -6 12 -8 14 19 10 -12 -13 21 -15 15 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27
leaf_value=0.002773861754751859 0.0038109544481441425 0.0038126214701266234 0.00061638880856093559 0.0021339331018472123 0.0016722766026799197 0.0017795485677116194 0.0045593037904728718 0.0033432938561731218 0.0026474560957170513 0.0018913876437336896 -5.1375088872356423e-05 0.0016417614695434489 0.0036572047248040829 0.0033302963692015755 0.0034261838998009618 0.0025458291824095028 0.0028616082625702193 0.0040012696282648386 0.0027713927785194795 0.0018983847802734085 0.0040014507830440776 0.0030729543960999551 0.0044992868634512444 0.0037790226400022451 0.0037902079045216502 0.0037370511086099911
leaf_weight=95 92 87 98 52 94 52 90 55 56 57 52 83 68 62 393 55 66 52 55 75 65 55 56 96 797 122
leaf_count=95 92 87 98 52 94 52 90 55 56 57 52 83 68 62 393 55 66 52 55 75 65 55 56 96 797 122
internal_value=0 0.00213296 0.00193137 0.00221236 0.00276474 0.0035855 0.00365435 0.0036101 0.00173557 0.00134225 0.000964348 0.00108672 0.00302442 0.00262315 0.00365559 0.00346866 0.00341454 0.00376241 0.00336931 0.00221878 0.00355612 0.00339615 0.00380428 0.00404454 0.00376139 0.00349987
internal_weight=0 812 725 544 252 2168 1931 1841 292 161 109 181 237 114 1746 635 158 1111 107 131 580 123 1004 152 852 515
internal_count=2980 812 725 544 252 2168 1931 1841 292 161 109 181 237 114 1746 635 158 1111 107 131 580 123 1004 152 852 515
is_linear=0
shrinkage=0.00222067


Tree=1335
num_leaves=35
num_cat=0
split_feature=12 15 12 3 3 12 160 15 52 52 12 151 41 3 15 15 15 15 3 484 3 15 151 15 52 484 484 15 52 12 52 12 160 3
split_gain=443.416 130.811 79.2691 56.7323 42.5135 39.1138 25.2143 23.8204 20.8275 23.3233 15.569 14.7937 14.7736 8.96841 6.89557 6.069 6.01965 5.2824 5.43434 5.11832 6.34114 5.02066 3.47739 2.94378 2.67857 2.65773 1.62452 1.34104 1.3184 1.65287 1.01211 1.11662 0.925251 0.51067
threshold=0.056995000000000011 -0.26361999999999991 0.098595000000000016 0.11878500000000002 -0.0024599999999999995 0.14523000000000003 -0.075199999999999975 -0.14717499999999997 -0.031059999999999997 -0.087604999999999988 0.089435000000000014 -0.00016499999999999997 0.075585000000000013 0.28833000000000003 -0.048464999999999994 -1.0000000180025095e-35 -0.45775499999999997 -0.039149999999999997 -0.090439999999999979 0.064395000000000022 -0.081224999999999978 -0.080264999999999989 -0.087049999999999988 -0.088709999999999983 0.091160000000000005 -0.092229999999999993 0.079595000000000013 -0.034094999999999993 0.40431 0.095295000000000019 0.087525000000000006 0.093455000000000024 -0.49723499999999993 -0.066789999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 10 4 8 7 -1 -4 9 -3 12 -6 22 -5 -10 -13 -8 21 -19 20 27 -9 -2 -22 25 -24 -27 -12 29 -25 31 -29 -26 -20
right_child=2 3 5 13 11 -7 16 17 14 -11 19 15 -14 -15 -16 -17 -18 18 33 -21 23 -23 24 28 32 26 -28 30 -30 -31 -32 -33 -34 -35
leaf_value=0.0029106894869292926 0.0057150167787420924 0.004296178912421793 0.0035291854031900076 0.0034708065638340609 0.0044191625802918622 0.0029721161571123998 0.001580827008594039 0.0056233170606977897 0.0053014534235320022 0.0021224711739049442 0.0057981604815319542 0.0053505418103660784 0.007486311155552987 0.0021950133304935327 0.0040885882754793622 0.0063913637117171832 0.0004275798457428568 0.0062248470491185915 0.0054841206843144327 0.0050107579275785541 0.0050533770303385099 0.004691177158359673 0.0058331511219392252 0.0053819665966342023 0.0061655419591134832 0.0062983854713406636 0.0067155703133910515 0.0062026435850279374 0.0060109362336018251 0.0058486886917217609 0.0063851388674283005 0.0057542733367204474 0.0057476253673801169 0.0051448391342683031
leaf_weight=72 100 61 52 64 67 62 58 60 54 68 96 74 59 82 71 73 60 71 75 56 61 103 75 120 60 538 71 102 62 88 88 60 92 54
leaf_count=72 100 61 52 64 67 62 58 60 54 68 96 74 59 82 71 73 60 71 75 56 61 103 75 120 60 538 71 102 62 88 88 60 92 54
internal_value=0 0.00357076 0.00578381 0.00414316 0.00457633 0.00486297 0.00172088 0.00514539 0.00387026 0.00315056 0.00603799 0.00541424 0.00624613 0.00275445 0.00461276 0.0058676 0.000994661 0.00537684 0.00565575 0.00575541 0.00581697 0.00503446 0.00616792 0.00556355 0.00622206 0.00629076 0.00634707 0.00605932 0.00567872 0.00557956 0.00615949 0.00603675 0.00591277 0.00534231
internal_weight=0 804 2205 614 468 477 190 415 254 129 1728 214 995 146 125 147 118 363 200 733 677 163 936 331 836 684 609 346 270 208 250 162 152 129
internal_count=3009 804 2205 614 468 477 190 415 254 129 1728 214 995 146 125 147 118 363 200 733 677 163 936 331 836 684 609 346 270 208 250 162 152 129
is_linear=0
shrinkage=0.00255085


Tree=1336
num_leaves=30
num_cat=0
split_feature=1 52 1 2 2 47 1 1 4 1 11 2 2 43 0 4 3 48 1429 3 52 484 4 4 43 2 12 50 48
split_gain=321.485 63.4925 42.004 33.6437 32.9702 21.1715 13.5897 13.2674 26.9505 11.908 11.0834 9.97224 8.86342 11.6521 7.67922 6.86662 5.43307 3.91542 4.71122 6.32194 3.68247 3.49143 2.44662 4.54812 2.86551 2.16509 1.81093 2.61679 1.48639
threshold=0.10593500000000002 -0.40011499999999994 0.12381000000000002 0.092155000000000015 1.0000000180025095e-35 0.078345000000000012 0.14860500000000001 0.088470000000000007 -0.17568999999999999 0.090650000000000022 1.0000000180025095e-35 -1.0000000180025095e-35 0.14253500000000002 -1.0000000180025095e-35 0.048825000000000007 -0.077044999999999988 1.0000000180025095e-35 0.087035000000000015 0.048630000000000007 -0.020049999999999995 -0.086514999999999981 0.062285000000000007 -0.015539999999999998 0.18095500000000003 -0.0039049999999999992 0.08784500000000002 0.090455000000000021 0.08956500000000002 0.092265000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 9 5 -3 12 14 -9 10 17 -11 13 -4 15 -5 -6 18 19 25 -20 22 24 -24 -17 -1 -13 -28 -19
right_child=1 2 6 7 16 -7 -8 8 -10 11 -12 26 -14 -15 -16 21 -18 28 20 -21 -22 -23 23 -25 -26 -27 27 -29 -30
leaf_value=0.0046629194615035521 0.0046307451363160638 0.0028127528014011212 0.0015584867493125024 0.0049420725775147249 0.0017854827655681838 0.0047174929528843263 0.00071739626745229601 0.0045282267281502543 0.0025571527386227229 0.003175000180796755 0.0054816484263179458 0.0046628147995960963 0.001202056133534479 0.0029075802526637483 0.0032407445305844868 0.0044347281657986402 0.0025853308284649159 0.0038448922827380707 0.0037111926743342931 0.0053547932274462303 0.0044684495596824421 0.0046264217550288939 0.0036992742062713353 0.0043503601969334454 0.0038378263585709844 0.0043960924466780738 0.0038768688330261245 0.0044355422623979122 0.0043785677078481593
leaf_weight=642 65 65 70 52 91 60 73 60 97 54 71 52 69 67 56 115 91 53 53 63 100 53 222 78 70 223 87 95 62
leaf_count=642 65 65 70 52 91 60 73 60 97 54 71 52 69 67 56 115 91 53 53 63 100 53 222 78 70 223 87 95 62
internal_value=0 0.00246395 0.00222356 0.00429811 0.00281334 0.00372723 0.00157451 0.00391384 0.00331059 0.00449654 0.00459308 0.00407172 0.00187812 0.00221844 0.00406041 0.00413817 0.00218554 0.00454031 0.00458364 0.00464582 0.00420629 0.00406042 0.00399852 0.00386864 0.00420901 0.00459416 0.00427855 0.00416862 0.00413283
internal_weight=0 651 586 2358 307 125 279 803 157 1555 1267 288 206 137 646 590 182 1196 1081 928 153 538 485 300 185 865 234 182 115
internal_count=3009 651 586 2358 307 125 279 803 157 1555 1267 288 206 137 646 590 182 1196 1081 928 153 538 485 300 185 865 234 182 115
is_linear=0
shrinkage=0.00231039


Tree=1337
num_leaves=30
num_cat=0
split_feature=12 12 13 13 43 12 38 40 13 156 0 10 13 0 124 0 16 43 13 43 12 13 16 1212 0 156 42 43 42
split_gain=279.74 65.0124 53.2031 37.1838 50.0682 28.878 26.5447 25.6947 24.5749 19.5089 16.2163 14.6671 13.8398 13.4785 7.01374 5.26757 5.54788 7.82863 5.29468 5.01557 3.93719 5.45919 4.2965 3.1036 2.75603 2.07328 1.68997 4.01408 1.51071
threshold=0.056995000000000011 0.13936000000000001 -0.0015099999999999998 1.0000000180025095e-35 -0.11113499999999998 0.093455000000000024 1.0000000180025095e-35 -0.062739999999999976 -0.099244999999999986 0.07881500000000001 -0.10228499999999999 -0.00189 -0.14022999999999999 -0.088659999999999989 -0.078884999999999983 0.048825000000000007 0.0011450000000000004 -0.057539999999999994 -0.065539999999999987 -0.10945499999999998 0.089765000000000025 -0.095139999999999988 0.08215500000000002 -0.035619999999999992 -0.23043999999999995 0.080810000000000007 -0.08588999999999998 -0.077449999999999977 0.094010000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 9 -5 12 7 11 -7 10 24 -1 -2 -9 -13 16 18 28 -10 -20 21 -14 26 -23 -4 -25 -22 -28 -18
right_child=1 -3 3 4 -6 8 -8 13 15 -11 -12 14 20 -15 -16 -17 17 -19 19 -21 22 23 -24 25 -26 -27 27 -29 -30
leaf_value=0.0018374343968745564 0.0059094690938243984 0.0023746683542664095 0.0034648879089907887 0.0039109618693607736 0.00085846328058015369 0.0027044919858573669 0.0038607341481722312 0.0020963214596321877 0.0049456105701748071 0.0049373038283382796 0.0046363726242371383 0.0027061363434808636 0.0042523506011808371 0.00079567616893569696 0.0038201822426076983 0.0050348771167365121 0.0040096749396967444 0.0033850327817151519 0.0047826671207639232 0.0041247642152917839 0.0047654489960188692 0.0053375960442785678 0.0050754031353217486 0.0047899843431827372 0.0027929860255976385 0.0051089038101454981 0.003758558058288404 0.004495748275066911 0.0044840748562935805
leaf_weight=65 58 72 73 60 55 52 55 91 92 85 57 69 81 80 54 56 60 74 87 220 60 74 66 704 60 132 52 170 95
leaf_count=65 58 72 73 60 55 52 55 91 92 85 57 69 81 80 54 56 60 74 87 220 60 74 66 704 60 132 52 170 95
internal_value=0 0.00453465 0.00294255 0.00355502 0.00245129 0.00460755 0.00236553 0.00213639 0.0042369 0.00401649 0.00360441 0.00272604 0.00480281 0.00148798 0.00319543 0.00435336 0.00429255 0.00400484 0.00445761 0.00431129 0.00475485 0.00482949 0.00454224 0.00488083 0.00316196 0.00484037 0.00441737 0.00432318 0.0043006
internal_weight=0 2205 804 390 115 2133 414 359 736 275 190 188 1397 171 123 684 628 229 399 307 1339 991 348 910 133 836 282 222 155
internal_count=3009 2205 804 390 115 2133 414 359 736 275 190 188 1397 171 123 684 628 229 399 307 1339 991 348 910 133 836 282 222 155
is_linear=0
shrinkage=0.00231039


Tree=1338
num_leaves=31
num_cat=0
split_feature=12 12 3 43 43 12 13 3 3 52 13 0 3 52 39 16 12 13 16 0 43 133 0 43 13 3 42 43 0 51
split_gain=186.361 50.2413 44.0227 38.5626 37.5974 26.0509 30.5675 20.9954 24.2639 18.1543 17.1079 16.9059 10.6699 8.54622 6.68977 6.05984 4.38949 4.80177 3.97714 6.90424 4.0514 2.32446 2.28314 2.25674 3.1077 1.82574 1.56124 4.01867 1.92552 1.33704
threshold=0.056995000000000011 0.13936000000000001 0.28833000000000003 -0.043004999999999995 -0.11113499999999998 0.093455000000000024 -0.099244999999999986 0.11878500000000002 -0.011259999999999997 0.048535000000000002 -0.009244999999999998 -0.11167499999999998 -0.14719499999999996 -0.070104999999999987 0.092205000000000023 -0.23389999999999997 0.089765000000000025 -0.095139999999999988 0.0011450000000000004 -0.011064999999999998 -0.057539999999999994 0.08759500000000002 -0.078989999999999991 -0.10945499999999998 -0.065539999999999987 -0.086284999999999987 -0.085319999999999993 -0.082094999999999987 -0.072374999999999981 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 -1 12 -7 8 -5 13 14 -4 -2 22 -6 -8 17 -14 23 20 -20 29 -10 -17 -25 -23 -18 -28 -29 -19
right_child=1 -3 11 7 10 6 15 -9 9 -11 -12 -13 16 -15 -16 18 26 21 19 -21 -22 25 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0035298989980739157 0.0048610070403992504 0.0020366275952999964 0.0022092417694755898 0.0022274682308197438 0.0024708404279663505 0.0019408441180473154 0.0030201777839270962 0.0022918690358697687 0.0043718391088219954 0.0050950541303492209 0.00065592940603900491 0.00057416229883067301 0.0036643312102384155 0.003084065189728247 0.0014841093898046529 0.004309992601787627 0.0041753651534374115 0.0046329163859520212 0.0036343649399919638 0.0043403658279821565 0.002975206454984058 0.0042866264234962424 0.003695052497938845 0.0042372160131047892 0.0037087653688976877 0.0038474030264644635 0.0032334934687763012 0.0038070130991646415 0.0043105710242846464 0.0042552207692189451
leaf_weight=83 99 72 67 54 99 52 55 79 52 52 56 63 89 92 55 78 69 54 155 53 70 79 52 83 190 133 54 168 52 600
leaf_count=83 99 72 67 54 99 52 55 79 52 52 56 63 89 92 55 78 69 54 155 53 70 79 52 83 190 133 54 168 52 600
internal_value=0 0.00389829 0.00262426 0.00285707 0.00223899 0.00396112 0.00361599 0.00333233 0.00360442 0.00390414 0.00172866 0.00141704 0.00414293 0.00358807 0.00211859 0.0037433 0.00408815 0.00416741 0.00380649 0.00360316 0.0034294 0.00421909 0.00403368 0.00396747 0.00386952 0.00401119 0.00386737 0.00378973 0.00392615 0.00428644
internal_weight=0 2205 804 674 293 2133 736 381 302 248 210 130 1397 196 154 684 1298 955 629 278 225 866 104 351 273 212 343 274 220 654
internal_count=3009 2205 804 674 293 2133 736 381 302 248 210 130 1397 196 154 684 1298 955 629 278 225 866 104 351 273 212 343 274 220 654
is_linear=0
shrinkage=0.00226508


Tree=1339
num_leaves=21
num_cat=0
split_feature=4 2 4 13 0 4 2 34 2 1446 4 2 13 39 160 160 13 13 43 13
split_gain=13.618 5.73868 5.0042 5.09429 4.72697 8.17959 5.81758 4.17732 4.45781 4.07048 4.17575 3.55334 3.1251 3.83763 4.22301 4.05585 2.53855 2.42222 2.17655 2.06237
threshold=0.04105000000000001 0.14253500000000002 -0.51843499999999987 0.26379000000000002 -0.068669999999999995 -0.029404999999999997 0.10633000000000002 -0.023104999999999997 0.13447000000000003 0.093190000000000009 -0.085594999999999991 0.10085000000000001 0.0014600000000000001 0.085565000000000016 -0.11201999999999999 1.0000000180025095e-35 -0.097214999999999982 -0.011514999999999999 -0.0005399999999999999 0.0047000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 11 9 -2 12 10 -4 17 13 14 -9 16 -16 -6 -10 -13
right_child=7 -3 3 -5 5 -7 -8 8 18 -11 -12 19 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=0.0062309199668737752 -0.00035146961942044959 0.00065717979644418689 0.0047341347394980566 0.0060425789360825577 0.0030975725402112553 -0.00091555847591784552 0.0013704226070519934 0.0049802522504909979 0.0020797960847022956 0.0060328066446179579 0.0033829527288766655 0.0050380429851641702 0.0010949683870732779 0.0052142404086048559 -0.00021175919522021749 0.0038379983120647504 0.0020656790098967136 0.00067910984349854099 -0.00020994095479069289 0.0028485108913056307
leaf_weight=57 62 64 236 63 75 56 101 55 62 62 1311 78 103 55 55 94 190 70 87 73
leaf_count=57 62 64 236 63 75 56 101 55 62 62 1311 78 103 55 55 94 190 70 87 73
internal_value=0 0.00341632 0.0034972 0.00342382 0.00334377 0.00235708 0.00354681 0.00197139 0.00217698 0.00368337 0.00358914 0.00297657 0.0025641 0.00290089 0.00257771 0.00218762 0.00155401 0.00193073 0.000742166 0.00398019
internal_weight=0 2246 2182 2125 2062 352 1710 763 701 1609 1547 296 552 449 394 339 245 145 149 151
internal_count=3009 2246 2182 2125 2062 352 1710 763 701 1609 1547 296 552 449 394 339 245 145 149 151
is_linear=0
shrinkage=0.00934185


Tree=1340
num_leaves=22
num_cat=0
split_feature=1 34 10 480 4 15 1 159 52 52 16 15 1429 15 159 11 16 52 4 16 52
split_gain=15.6919 12.5832 8.10173 5.68875 4.49163 9.25177 3.77713 6.12455 6.35925 3.7564 5.4226 3.67826 2.19325 8.72114 3.66054 2.55096 1.95609 2.32003 2.13646 1.92 1.67663
threshold=0.11690500000000002 -0.027829999999999997 -0.010054999999999998 -0.069294999999999982 -0.03463999999999999 -0.047859999999999993 0.098395000000000024 0.081975000000000006 -0.092084999999999986 0.12109500000000002 -0.12653999999999996 -0.19153499999999998 0.084815000000000015 -0.0078249999999999986 0.0043550000000000004 0.079225000000000004 -0.49804499999999996 -0.065394999999999995 0.50214500000000006 -0.014854999999999998 -0.55342999999999987
decision_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 -3 16 11 8 20 10 -10 -5 14 -14 15 -13 -6 -18 -19 -16 -8
right_child=1 4 3 6 5 -7 7 -9 9 -11 -12 12 13 -15 19 -17 17 18 -20 -21 -22
leaf_value=0.0054096552143701919 -0.0028708578513607051 0.0034285313146894159 0.0045527347577311444 0.0043745327998048816 0.0002027197122140775 -0.0020607590289619159 0.0025714107195540402 -0.00074748505622124293 0.002073864350258017 0.00295609240826001 -0.0009695626089077004 0.0023346245606088579 0.0029215704894643016 -0.0010011946651340643 0.0040162430136829897 0.00053670322866077838 0.00061758105125881172 0.0013509776265271118 0.0034461370305255558 0.0027070725276862593 0.0045374748615188412
leaf_weight=56 54 52 72 59 52 55 57 62 72 54 77 1527 95 58 121 52 57 54 73 175 54
leaf_count=56 54 52 72 59 52 55 57 62 72 54 77 1527 95 58 121 52 57 54 73 175 54
internal_value=0 0.000706172 0.00240877 0.00234244 0.00126957 0.000883481 0.0022778 0.00154156 0.00199381 0.00115414 0.000500515 0.0024104 0.00235321 0.00143395 0.00242818 0.00227547 0.00157 0.00195594 0.00255595 0.00324253 0.00352864
internal_weight=0 397 2591 2535 343 291 2463 376 314 203 149 2087 2028 153 1875 1579 236 184 127 296 111
internal_count=2988 397 2591 2535 343 291 2463 376 314 203 149 2087 2028 153 1875 1579 236 184 127 296 111
is_linear=0
shrinkage=0.00797318


Tree=1341
num_leaves=14
num_cat=0
split_feature=3 40 13 9 0 9 151 151 3 3 0 42 13
split_gain=12.1439 6.1193 6.0384 5.96526 4.94296 4.87956 3.15171 3.37014 7.57685 4.88065 3.65839 1.53916 1.34649
threshold=0.12168500000000002 0.0045850000000000005 -0.062109999999999992 -1.0000000180025095e-35 -0.12851999999999997 0.089645000000000016 -0.15079499999999998 -0.086824999999999986 -0.087414999999999979 -0.16100499999999998 -0.22984499999999997 0.083925000000000013 0.095710000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 6 11 8 -8 12 -11 -5 -9
right_child=2 -3 -4 5 -6 -7 7 9 -10 10 -12 -13 -14
leaf_value=-0.00026922722231753057 -0.000748543021113348 -0.00039565298356341737 -0.0022090771581080759 0.004445729404405005 0.0021931295582716518 0.004562616679309163 -0.001547015433937845 0.00458010212916099 0.0025121814705768323 0.00022184620247553419 0.0020503741503387668 0.0024705709504865268 0.0028989174254282859
leaf_weight=71 70 69 60 52 82 53 55 55 68 75 2150 53 75
leaf_count=71 70 69 60 52 82 53 55 55 68 75 2150 53 75
internal_value=0 0.00199491 -2.4085e-05 0.00205588 0.000837841 0.00211854 0.00206836 0.00200979 0.000696388 0.00207836 0.00198878 0.00344957 0.00361086
internal_weight=0 2776 212 2707 152 2636 2583 2478 123 2355 2225 105 130
internal_count=2988 2776 212 2707 152 2636 2583 2478 123 2355 2225 105 130
is_linear=0
shrinkage=0.00813264


Tree=1342
num_leaves=13
num_cat=0
split_feature=3 30 14 9 15 39 4 4 2 48 3 2
split_gain=8.40132 6.33005 5.72385 5.11767 4.96474 4.10244 3.69505 9.21213 3.57019 2.7677 1.54215 1.6898
threshold=0.12168500000000002 0.086535000000000015 0.073890000000000011 0.088665000000000008 -0.0088349999999999974 0.10189000000000001 -0.22295999999999996 -0.10023999999999998 0.087815000000000018 0.092020000000000005 -0.24149499999999999 0.095565000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 9 6 10 -8 -9 -2 -1 -12
right_child=4 -3 -4 -5 -6 -7 7 8 -10 -11 11 -13
leaf_value=0.0014065443270323921 0.0014337502370809676 -0.0008074231319198542 0.0032305704037259857 0.0037046639092775035 -0.0018189076749206405 -0.00010715507338137833 -0.0015582875917765898 0.0017495024299742639 0.0011704721304475695 -0.00055078080045826375 0.0018674906149271969 0.0034863450331320258
leaf_weight=56 94 62 99 52 58 89 54 1111 1113 60 57 83
leaf_count=56 94 62 99 52 58 89 54 1111 1113 60 57 83
internal_value=0 0.00147333 0.00152546 0.00146088 -1.77876e-05 0.00141533 0.00147013 0.00138818 0.00145976 0.000660056 0.00242211 0.00282779
internal_weight=0 2776 2714 2615 212 2563 2474 2278 2224 154 196 140
internal_count=2988 2776 2714 2615 212 2563 2474 2278 2224 154 196 140
is_linear=0
shrinkage=0.00722155


Tree=1343
num_leaves=27
num_cat=0
split_feature=1 3 2 2 2 14 0 2 4 40 1 150 2 15 0 12 4 3 0 4 0 12 1 0 0 43
split_gain=223.419 56.7229 24.9346 24.8667 18.3061 17.5194 14.8651 11.7329 12.6415 12.5985 10.9413 17.4772 8.95714 8.43847 7.83747 6.95356 10.386 9.51338 5.12787 4.09009 4.2457 3.52795 2.42406 1.66342 1.62053 1.53593
threshold=0.10423500000000001 -0.055994999999999996 0.10523 0.14808000000000002 0.11366500000000002 0.073890000000000011 0.0062000000000000006 -1.0000000180025095e-35 -0.010264999999999998 -0.076799999999999993 0.092845000000000025 1.0000000180025095e-35 0.12068000000000001 -0.052239999999999988 -0.06612999999999998 0.09253500000000002 -0.39175499999999991 0.081495000000000012 -0.079249999999999987 -0.0005399999999999999 -0.068419999999999995 0.083335000000000006 0.11338500000000001 -0.07223499999999998 -0.082234999999999989 -0.06705499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 14 7 5 10 -4 9 -9 -3 15 21 22 -6 -2 16 -1 18 -18 20 24 -12 -10 25 -17 -23
right_child=1 3 6 -5 13 -7 -8 8 12 -11 11 -13 -14 -15 -16 19 17 -19 -20 -21 -22 23 -24 -25 -26 -27
leaf_value=0.004740993599764565 0.0043337757163577021 0.0018920503734707287 0.0010289315503206181 0.00020034594014239091 0.0033751800529840856 0.0047788258863205911 0.0029496740449161344 0.0031026022082638327 0.0025742170603186682 0.00013233694174765763 0.0029358053867526938 0.001862495056713721 0.0010462751298182024 0.002236884239202739 0.0031037690347079381 0.0040790052507569795 0.0038414972090017189 0.0027702316008814476 0.0033353330300251211 0.0029184446258528874 0.002894080954419927 0.0037712937033364505 0.001812908224894658 0.0040264431818974001 0.0035725862267486593 0.0031623582513043451
leaf_weight=70 61 52 52 90 84 89 53 54 52 54 60 55 79 86 76 53 1087 64 149 90 55 57 58 55 200 53
leaf_count=70 61 52 52 90 84 89 53 54 52 54 60 55 79 86 76 53 1087 64 149 90 55 57 58 55 200 53
internal_value=0 0.00194291 0.00293457 0.0013962 0.00360581 0.00366994 0.00199871 0.00170451 0.00201352 0.00099585 0.00362173 0.00315256 0.00170221 0.0027995 0.00365164 0.00369602 0.00378242 0.00373079 0.0037805 0.00339854 0.00353875 0.00346779 0.00217305 0.00366108 0.00367878 0.00347815
internal_weight=0 681 242 439 2307 2137 105 349 243 106 2048 280 189 170 137 1768 1370 1300 1236 398 308 225 110 165 253 110
internal_count=2988 681 242 439 2307 2137 105 349 243 106 2048 280 189 170 137 1768 1370 1300 1236 398 308 225 110 165 253 110
is_linear=0
shrinkage=0.00255085


Tree=1344
num_leaves=17
num_cat=0
split_feature=44 3 39 11 15 131 133 151 3 133 15 15 123 156 131 52
split_gain=6.8622 6.14253 3.90148 3.63401 6.66984 3.45577 2.54991 5.29571 3.89482 2.64536 2.21243 1.91462 1.78487 1.7692 1.70243 2.30637
threshold=0.081710000000000019 0.31966500000000003 0.10096000000000001 1.0000000180025095e-35 0.025430000000000005 0.095465000000000008 0.083645000000000011 0.053170000000000002 -0.094654999999999975 0.087455000000000019 -0.094839999999999994 -0.088484999999999994 0.083715000000000026 0.050840000000000003 0.11644500000000001 0.084580000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 10 6 7 8 -1 13 -5 -4 -11 -8 15 -7
right_child=-2 -3 11 4 -6 14 9 -9 -10 12 -12 -13 -14 -15 -16 -17
leaf_value=0.0001512666096024631 0.0039952354837805753 -0.00084079714145601423 0.00085095782925045656 0.0026681034981881195 0.0042439977332010834 0.0035622065646537895 0.0027667488317370714 -0.0011057607695315256 0.0012812598594539829 0.0014604359659788405 0.00074560543028639775 -0.0010502510595084859 0.00023022652897658008 0.0011612856088678506 0.0014367633038421767 0.0015388662219363895
leaf_weight=201 53 76 67 52 69 78 139 63 1208 546 97 54 76 54 101 54
leaf_count=201 53 76 67 52 69 78 139 63 1208 546 97 54 76 54 101 54
internal_value=0 0.0012667 0.00132275 0.0013811 0.00231221 0.00130052 0.00121163 0.0010248 0.00112012 0.00154899 0.00141708 1.82155e-06 0.00131025 0.00231797 0.00217264 0.00273508
internal_weight=0 2935 2859 2738 218 2520 2287 1472 1409 815 149 121 622 193 233 132
internal_count=2988 2935 2859 2738 218 2520 2287 1472 1409 815 149 121 622 193 233 132
is_linear=0
shrinkage=0.0075133


Tree=1345
num_leaves=17
num_cat=0
split_feature=10 10 14 4 42 52 52 148 402 3 15 15 52 132 42 42
split_gain=6.20639 5.57569 3.77521 3.70194 2.24016 3.25464 6.85149 3.52126 3.40095 2.32068 2.40458 2.98841 1.46737 0.797678 1.30519 0.525295
threshold=0.057650000000000007 -0.089679999999999982 -0.13131999999999996 0.50609000000000004 -1.0000000180025095e-35 -0.41694999999999993 -0.16495999999999997 -0.07718499999999999 0.095140000000000016 -0.020759999999999997 -0.088184999999999986 -0.10328999999999998 -0.54340999999999984 0.090550000000000005 -0.036704999999999995 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 9 12 -7 -8 -9 10 11 -4 15 14 -12 -6
right_child=-2 2 4 -5 5 6 7 8 -10 -11 13 -13 -14 -15 -16 -17
leaf_value=-0.00082429792258741086 -0.0010868231713236881 0.0040648433420813323 0.0013913093140728214 0.0012126196129815018 0.0017061151854108004 -0.001857604738621866 0.0026278497063090601 0.00071496009553109524 0.0020969649058320901 0.0028759904917874139 0.0011507659015546638 -0.0010509670197256353 0.0026167777580952322 0.0021799309790209074 0.0020656484765990543 0.0007328955977907827
leaf_weight=92 84 52 69 60 85 57 69 1408 118 62 377 55 85 91 128 57
leaf_count=92 84 52 69 60 85 57 69 1408 118 62 377 55 85 91 128 57
internal_value=0 0.00106839 0.00113121 0.00253761 0.00107199 0.000925545 0.000804859 0.000900059 0.00082188 0.00142375 0.00129858 0.000307369 0.00180347 0.00150467 0.00138282 0.00131604
internal_weight=0 2865 2773 112 2661 1879 1652 1595 1526 782 720 124 227 596 505 142
internal_count=2949 2865 2773 112 2661 1879 1652 1595 1526 782 720 124 227 596 505 142
is_linear=0
shrinkage=0.00781684


Tree=1346
num_leaves=29
num_cat=0
split_feature=12 2 2 16 0 3 12 16 2 124 2 41 0 2 16 155 13 40 0 16 0 42 159 2 16 3 131 16
split_gain=245.774 69.9773 49.7641 27.278 21.2834 20.6024 19.6524 25.1438 16.587 20.1229 13.5524 23.8035 13.4165 7.55738 6.78345 7.36945 8.25565 5.73943 5.64882 4.63024 4.31574 3.95881 3.60242 3.13894 2.46522 2.1495 1.179 0.942413
threshold=0.056995000000000011 0.13447000000000003 0.14073000000000005 0.12992000000000004 -0.071879999999999986 0.11269500000000002 0.093125000000000013 -0.24404999999999996 0.095850000000000005 -1.0000000180025095e-35 0.10100500000000003 0.075585000000000013 -0.14385499999999998 0.085730000000000015 0.0077850000000000011 0.092900000000000024 0.001665 -1.0000000180025095e-35 -0.060454999999999995 -0.16956499999999999 -0.14606999999999998 0.094640000000000016 0.088450000000000015 0.091235000000000024 0.30714500000000006 -0.11151499999999999 0.021890000000000003 -0.071704999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 8 10 -8 9 -1 11 19 -10 -11 25 16 21 -6 -4 -2 -7 -16 23 -21 -5 -9 27 -27
right_child=1 -3 18 24 17 20 7 14 12 13 -12 -13 -14 -15 15 -17 -18 -19 -20 22 -22 -23 -24 -25 -26 26 -28 -29
leaf_value=0.0019270010076269165 0.0031213306337470412 0.0010560333819755433 0.00096675478095726143 0.0036750678197661102 0.0016886338504739664 0.0018315796035902224 0.0018688097341398536 0.004118946947117434 0.0013761835940314879 0.0043686609357730648 0.0028527514397651403 0.0053352778280714112 0.0029547771389711102 0.0031160411553752057 0.0027063250871320805 0.0037662755317822948 0.0020648460416100179 0.00075874324950555455 -0.00010632068225439881 0.0039065519692608177 0.00086140688006559624 0.003533883586226911 0.0033616344950803583 0.0034091178350625227 0.002946534487987621 0.0036485335014642046 0.0039172904918056747 0.003364088292216131
leaf_weight=58 60 66 68 57 82 59 67 52 86 54 85 63 52 63 59 83 53 78 52 935 52 86 94 84 56 157 54 134
leaf_count=58 60 66 68 57 82 59 67 52 86 54 85 63 52 63 59 83 53 78 52 935 52 86 94 84 56 157 54 134
internal_value=0 0.0035418 0.00196016 0.00221124 0.00199777 0.00228537 0.0036212 0.00330251 0.00260731 0.00310878 0.00380091 0.00386609 0.00197121 0.0036944 0.00344415 0.00315197 0.00289433 0.00123548 0.000501537 0.00378716 0.00137732 0.00319733 0.00382304 0.00386557 0.00331426 0.00365089 0.00358027 0.00351764
internal_weight=0 2132 817 697 584 424 2066 745 313 175 1321 1236 138 117 678 281 198 160 120 1173 111 145 1113 1019 113 397 345 291
internal_count=2949 2132 817 697 584 424 2066 745 313 175 1321 1236 138 117 678 281 198 160 120 1173 111 145 1113 1019 113 397 345 291
is_linear=0
shrinkage=0.0024518


Tree=1347
num_leaves=16
num_cat=0
split_feature=3 147 16 49 147 156 0 15 43 4 11 3 50 0 151
split_gain=6.24635 2.86658 7.6006 3.14442 2.39592 2.19676 3.28394 6.01041 6.8037 9.32529 3.81549 2.56638 2.42316 2.74205 1.11125
threshold=0.3148450000000001 1.0000000180025095e-35 -0.0046349999999999994 0.12733000000000003 0.090890000000000012 -0.0039599999999999991 -0.06612999999999998 0.039965000000000007 -0.116045 -0.15615999999999999 0.084475000000000008 -0.08212499999999999 0.11875500000000001 -0.13165999999999997 -0.10938499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -3 11 10 8 -8 -10 12 -1 13 -7 -5
right_child=-2 2 -4 14 -6 6 7 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=0.0031272940652582759 -0.00088455114581535016 8.9427902594366174e-05 -0.0022394053927568026 0.0028550775173090404 0.0021960025950934444 0.00034400894230732693 -0.0022716493659435824 0.0019656014285445427 0.0018472338334447019 -0.00069425474461324991 0.0029096316928706261 0.0010790402239731517 -0.00023302148429464936 0.0011613865370740943 0.0014883072669319738
leaf_weight=52 98 59 52 60 54 248 60 98 131 177 56 83 80 1576 65
leaf_count=52 98 59 52 60 54 248 60 98 131 177 56 83 80 1576 65
internal_value=0 0.000969305 4.4917e-05 0.00102606 0.00109679 0.000971418 0.000921463 0.000376303 -4.6724e-05 0.000386453 0.00105104 0.00186857 0.000996333 0.00105029 0.00214497
internal_weight=0 2851 165 2686 113 2561 2426 466 368 308 1960 135 1904 1824 125
internal_count=2949 2851 165 2686 113 2561 2426 466 368 308 1960 135 1904 1824 125
is_linear=0
shrinkage=0.00722155


Tree=1348
num_leaves=19
num_cat=0
split_feature=15 3 3 148 147 376 15 49 3 3 49 15 14 1375 1455 159 52 3
split_gain=116.044 53.9458 23.8893 19.1881 16.1301 11.1569 8.91089 8.34003 8.75021 13.0432 7.35783 5.12609 4.75077 3.70964 3.08887 3.92204 2.88013 0.23947
threshold=-0.26361999999999991 -0.065674999999999983 0.28833000000000003 -0.043434999999999994 0.087265000000000023 0.083925000000000013 -0.43091499999999999 -0.087529999999999983 0.10402500000000002 -0.0024599999999999995 -0.078789999999999985 -0.031624999999999993 -1.0000000180025095e-35 -0.08088999999999999 0.098990000000000009 0.11287500000000002 0.11262000000000001 0.0035100000000000005
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 -3 10 7 12 -5 9 -9 11 -2 -1 -12 15 16 -15 -14
right_child=1 2 -4 5 -6 -7 -8 8 -10 -11 13 -13 17 14 -16 -17 -18 -19
leaf_value=0.0017911672857864828 0.0018408764767168034 0.0011493860845071891 0.0010201651461854175 0.0034454829930469447 0.0017437784791979366 0.0016798737711203814 0.00029358506255251917 0.0022925647557421104 0.0017868793605606932 0.0031911760739951225 0.003590906697661361 0.0028504029318343603 0.00088072633955506882 0.0030141846103327497 0.0035146809864469958 0.002425165447930169 0.0027359803837242241 0.0011066683726995766
leaf_weight=65 52 66 84 55 61 83 65 223 78 141 53 56 52 1402 54 73 234 52
leaf_count=65 52 66 84 55 61 83 65 223 78 141 53 56 52 1402 54 73 234 52
internal_value=0 0.0027169 0.00217974 0.00233048 0.00291443 0.00246483 0.00102106 0.00259588 0.0024901 0.00264072 0.00295153 0.00236456 0.00130071 0.00298643 0.00296824 0.00295096 0.00297441 0.000993935
internal_weight=0 2715 730 646 1985 580 234 497 442 364 1924 108 169 1816 1763 1709 1636 104
internal_count=2949 2715 730 646 1985 580 234 497 442 364 1924 108 169 1816 1763 1709 1636 104
is_linear=0
shrinkage=0.00231039


Tree=1349
num_leaves=17
num_cat=0
split_feature=9 44 1 130 51 34 48 48 13 51 51 51 3 156 484 15
split_gain=7.33745 5.42551 5.1058 6.54854 5.773 4.83133 6.22948 9.40662 3.83913 3.23321 2.00437 2.33034 1.80897 1.56809 1.39013 1.02145
threshold=0.093040000000000012 1.0000000180025095e-35 0.077690000000000023 -0.073954999999999979 0.14122000000000004 -0.082169999999999979 0.093225000000000016 0.10971000000000002 -0.18997999999999995 0.116525 -0.08569499999999998 0.07412500000000001 -0.077849999999999989 0.087080000000000005 0.083895000000000011 0.087450000000000014
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 -5 8 -8 -7 10 12 13 -1 14 -12 -13
right_child=-2 -3 3 4 -6 6 7 -9 -10 -11 11 15 -14 -15 -16 -17
leaf_value=0.0013845196054665552 -0.0018527295847359897 0.0032741000158314241 -0.0015466088811557106 0.0022686891467004529 0.0029634753203311086 0.0022517231960068147 -0.0033019371088164359 0.00060322956313241542 0.00052922456021491191 -0.0005101207200989403 0.001049608287037805 0.0028708302495773544 0.0029216075707402906 -4.8281517242192349e-05 0.0020168162858051003 0.0014458724478382797
leaf_weight=103 52 53 75 86 58 76 57 81 927 58 990 57 70 65 88 53
leaf_count=103 52 53 75 86 58 76 57 81 927 58 990 57 70 65 88 53
internal_value=0 0.000938453 0.000894899 0.000568767 0.000692294 0.000584872 0.00045789 -0.0010092 0.000659821 0.00119373 0.00126308 0.00116032 0.00200692 0.00106164 0.00112864 0.00218497
internal_weight=0 2897 2844 1360 1285 1227 1141 138 1003 1484 1426 1253 173 1143 1078 110
internal_count=2949 2897 2844 1360 1285 1227 1141 138 1003 1484 1426 1253 173 1143 1078 110
is_linear=0
shrinkage=0.00736598


Tree=1350
num_leaves=25
num_cat=0
split_feature=4 2 12 2 2 2 2 15 12 12 0 4 1446 0 0 402 4 4 15 1453 0 4 402 12
split_gain=188.299 67.5972 38.9107 13.2993 17.6686 12.3362 10.5912 9.10363 19.2405 12.6254 12.5295 26.3911 7.88006 7.63263 7.00515 6.54394 6.29495 4.51458 3.91112 3.85432 2.90857 3.16097 2.2952 2.0166
threshold=0.31392000000000003 0.13554000000000002 -1.0000000180025095e-35 -0.0050599999999999994 0.094155000000000016 0.12750000000000003 0.15305000000000002 0.039965000000000007 0.083815000000000014 1.0000000180025095e-35 -0.14164999999999997 -0.17568999999999999 0.087090000000000015 -0.12851999999999997 -0.093874999999999986 -0.032069999999999994 0.5567700000000001 0.41823000000000005 0.084175000000000014 -0.076919999999999988 -0.084154999999999994 -0.052959999999999993 -0.0063199999999999992 0.080635000000000012
decision_type=2 2 2 2 2 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 -3 9 23 10 -4 -12 15 -6 -7 -11 17 -2 -10 -17 22 -22 -20 -9
right_child=5 6 7 4 13 14 -8 8 18 12 11 -13 -14 -15 -16 19 -18 -19 20 -21 21 -23 -24 -25
leaf_value=0.00154912508938071 0.0016232022355426676 0.0022366392184685197 0.0034520723785559084 0.0039033260019900023 0.0016346630592189444 0.0014908031097979021 0.00085319755766544148 0.0048024683212702628 0.0040149787257585997 0.0028192031218923297 0.0033995849036931088 0.001103740929424915 0.0026660392496170504 0.0028603894115463036 0.00037327990194932969 0.0041532282229474133 0.0011339964571727916 0.0024322156524483511 0.0041214735589036027 0.0035027590168372519 0.0034413718386226548 0.0028721549789067122 0.0035699269893266637 0.0041854754095336719
leaf_weight=62 72 64 85 53 52 53 55 62 78 73 54 53 67 57 69 52 57 76 52 861 564 58 191 54
leaf_count=62 72 64 85 53 52 53 55 62 78 73 54 53 67 57 69 52 57 76 52 861 564 58 191 54
internal_value=0 0.00329955 0.00337966 0.00246 0.00280846 0.00144105 0.00159744 0.00346906 0.0036268 0.00333488 0.00278933 0.00226262 0.00343432 0.00227587 0.000858964 0.00348651 0.00178735 0.00203881 0.00351745 0.00353983 0.00347256 0.00338833 0.00368806 0.00451546
internal_weight=0 2647 2528 224 162 327 119 2304 1059 1245 192 107 1053 109 122 986 205 148 943 913 865 622 243 116
internal_count=2974 2647 2528 224 162 327 119 2304 1059 1245 192 107 1053 109 122 986 205 148 943 913 865 622 243 116
is_linear=0
shrinkage=0.00231039


Tree=1351
num_leaves=21
num_cat=0
split_feature=15 16 48 0 49 1 1 1 151 0 12 12 132 1 12 51 12 1456 16 16
split_gain=6.90832 4.41714 4.02884 7.16701 5.09867 3.76238 3.55675 3.06285 7.91021 3.03439 3.27721 4.12245 2.84833 3.12535 3.89004 2.5076 2.49133 2.14888 1.88362 1.99012
threshold=-0.26361999999999991 -0.4136149999999999 0.095090000000000022 -0.062109999999999992 -0.096394999999999995 0.084815000000000015 0.13130500000000003 0.080320000000000016 -0.086654999999999982 -0.14043999999999998 0.056995000000000011 0.083815000000000014 0.08018500000000002 0.110115 0.093815000000000023 0.090380000000000016 -0.064689999999999984 0.088395000000000015 -0.083144999999999983 0.0030150000000000008
decision_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 18 5 -2 -1 9 -9 -6 -11 -12 13 15 -15 -10 -3 -13 -4 -20
right_child=2 16 3 -5 7 -7 -8 8 12 10 11 17 -14 14 -16 -17 -18 -19 19 -21
leaf_value=0.0021946440145494306 0.0012728563090748579 -0.0025682417703942195 4.2125025857084425e-05 -0.001861601460970628 0.0030186975184233801 0.0040369003839978782 -0.00033501489973494607 -0.0015270230675943968 0.00073131004516791801 -0.0002736646132926665 0.0029819796201165398 0.0013229961134378404 -0.00041125737814738168 0.003153854307253655 0.00069951755356825079 0.0023007140285799489 -0.00025166095769956956 1.5986082997585454e-05 0.0021651365453213703 0.00029716277304517612
leaf_weight=52 52 52 87 69 58 60 79 77 569 74 82 1109 75 85 64 64 53 76 85 52
leaf_count=52 52 52 87 69 58 60 79 77 569 74 82 1109 75 85 64 64 53 76 85 52
internal_value=0 -0.00025132 0.00108813 0.000255234 0.00118791 0.00275431 0.000668512 0.00111268 0.000779297 0.00133519 0.00126232 0.00135209 0.000986609 0.00112078 0.00210018 0.000890113 -0.00139968 0.00123924 0.000907653 0.00145671
internal_weight=0 236 2738 293 2445 112 131 2333 934 1399 1341 1267 857 782 149 633 105 1185 224 137
internal_count=2974 236 2738 293 2445 112 131 2333 934 1399 1341 1267 857 782 149 633 105 1185 224 137
is_linear=0
shrinkage=0.0075133


Tree=1352
num_leaves=30
num_cat=0
split_feature=1 52 1 123 47 10 4 3 0 4 0 13 42 52 16 1 3 52 4 13 0 16 159 13 13 0 0 4 4
split_gain=228.417 50.253 30.412 23.0021 10.3439 9.18715 8.26396 10.5184 9.71764 7.2637 5.48334 6.36918 6.13803 5.32522 7.14441 6.96669 4.57489 4.52563 8.0486 4.40725 4.09181 3.42554 3.38777 2.73351 2.65873 1.94215 1.42588 1.14687 0.801679
threshold=0.10471000000000001 -0.24841999999999997 0.12700000000000003 1.0000000180025095e-35 0.078345000000000012 -0.088499999999999981 -0.078454999999999983 0.093925000000000022 -0.084154999999999994 0.51395000000000002 -0.15029999999999996 -0.066209999999999991 -1.0000000180025095e-35 0.090785000000000018 -0.4193599999999999 0.11215000000000001 -0.087454999999999991 -0.016329999999999997 -0.47860499999999995 -1.0000000180025095e-35 -0.071379999999999985 0.11702000000000001 0.082975000000000007 -0.018299999999999997 0.0048350000000000008 -0.080244999999999997 -0.099244999999999986 -0.084934999999999997 -0.082274999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 13 -4 8 10 26 19 -8 16 22 14 -3 -16 -12 18 -10 -7 23 -18 -13 -19 -25 -14 -1 -28 -29
right_child=1 2 5 -5 -6 9 7 -9 17 -11 11 12 25 -15 15 -17 21 20 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30
leaf_value=0.0042270231748564868 0.003428644929051788 0.0021089805538437065 -8.640254400916377e-05 0.0021400554620968695 0.002614350379737999 0.00099985313212260711 0.0039879677024055949 0.0023036681179979296 0.0035011074258118062 0.00033830506710966603 0.002779638026197791 0.0031110776850527184 0.0023088414010231802 0.0023201460798649627 0.00057686710360867156 0.0017177887304840884 0.0035131840649900723 0.0029763204503046431 0.0023699169833519117 0.0019045157420536974 0.0039434477719255158 0.0030086382806675947 0.003735501378812239 0.0037007905550834681 0.0031171316008218866 0.0028591798096931761 0.0035812982866746733 0.0041480203770331769 0.0037915143883706674
leaf_weight=58 85 66 53 94 90 78 62 66 80 58 65 276 60 55 64 60 611 83 67 52 87 90 62 131 70 100 89 61 101
leaf_count=58 85 66 53 94 90 78 62 66 80 58 65 276 60 55 64 60 611 83 67 52 87 90 62 131 70 100 89 61 101
internal_value=0 0.00170312 0.00144844 0.00330546 0.00191696 0.00079706 0.00335482 0.00324154 0.00354546 0.00104626 0.0032882 0.00325385 0.00304173 0.00166067 0.00146964 0.00112913 0.00339172 0.00334386 0.00298571 0.00136192 0.0034857 0.00344844 0.00322569 0.00334538 0.00349765 0.00265296 0.00388334 0.00380382 0.00392591
internal_weight=0 661 576 2313 335 241 2219 1392 827 188 1326 1264 498 245 190 124 766 518 147 130 371 701 338 284 201 160 309 251 162
internal_count=2974 661 576 2313 335 241 2219 1392 827 188 1326 1264 498 245 190 124 766 518 147 130 371 701 338 284 201 160 309 251 162
is_linear=0
shrinkage=0.00240373


Tree=1353
num_leaves=31
num_cat=0
split_feature=1 3 39 1 4 1 4 39 0 1 0 4 3 4 0 16 0 4 0 4 51 4 1 3 4 0 0 160 16 4
split_gain=767.381 135.661 56.7248 44.4168 40.192 28.0019 26.9385 15.5865 15.4118 13.3148 11.1959 10.9305 10.88 10.6032 14.927 10.0164 9.5432 8.58735 11.655 7.036 6.06988 6.78902 5.20285 4.00766 3.72841 3.1147 3.04759 2.91051 2.12193 0.738339
threshold=0.10509 -0.053364999999999996 0.0047850000000000011 0.13612500000000002 0.41248000000000007 0.088035000000000016 0.046185000000000004 0.085285000000000014 -0.076384999999999995 0.092395000000000019 -0.10934999999999999 0.51074000000000008 0.13772500000000001 -0.47860499999999995 1.0000000180025095e-35 0.26411500000000004 -0.082054999999999975 -0.076689999999999994 -0.099244999999999986 0.2623950000000001 0.084200000000000011 -0.0083149999999999977 0.089745000000000019 -0.072649999999999978 -0.016339999999999997 -0.084154999999999994 -0.08323499999999999 -0.043349999999999993 0.056515000000000003 0.065755000000000008
decision_type=2 2 2 2 2 2 2 2 2 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 7 15 -4 8 12 9 17 19 -5 -3 22 24 -2 -9 18 -1 -8 21 -19 -10 29 28 -20 -11 -22 -15 -12
right_child=1 3 5 11 -6 -7 10 16 13 26 23 -13 -14 14 -16 -17 -18 20 25 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.01646402574805042 0.013169820702433466 0.012385540717822245 0.014216533964519294 0.010096358347497241 0.011278037883283097 0.011805426185337238 0.015429605932797852 0.0098817069489598834 0.015752450445968222 0.013704943952688883 0.014162302515590723 0.0086778703081800308 0.010904753608380538 0.014778674307811613 0.013032156959521672 0.014455665839983726 0.011326127735069373 0.014820953344027882 0.015454153053300246 0.01411079274392669 0.014767428982874975 0.015411128830521374 0.014618896527538951 0.01312828923950796 0.013872470746698905 0.015051352714554734 0.014612584593435719 0.013912790439749327 0.014252299547038721 0.013726946542131618
leaf_weight=59 85 94 67 92 58 64 52 63 61 52 63 62 53 211 53 81 62 361 254 60 61 214 52 62 52 289 52 52 74 59
leaf_count=59 85 94 67 92 58 64 52 63 61 52 63 62 53 211 53 81 62 361 254 60 61 214 52 62 52 289 52 52 74 59
internal_value=0 0.0115055 0.0147038 0.0106432 0.0131452 0.0130388 0.0148032 0.0112759 0.0149174 0.0150588 0.0140715 0.00952546 0.0118518 0.0145254 0.0143208 0.0137974 0.0105984 0.0151313 0.0153598 0.0147233 0.0149313 0.0150406 0.0152311 0.0136746 0.0145234 0.0152398 0.014159 0.0143744 0.0146421 0.013952
internal_weight=0 650 2324 426 224 131 2193 272 1897 1394 296 154 147 503 390 166 125 1290 602 112 688 575 113 184 337 543 104 113 285 122
internal_count=2974 650 2324 426 224 131 2193 272 1897 1394 296 154 147 503 390 166 125 1290 602 112 688 575 113 184 337 543 104 113 285 122
is_linear=0
shrinkage=0.00260187


Tree=1354
num_leaves=17
num_cat=0
split_feature=2 16 124 151 16 147 2 474 16 16 16 43 43 158 43 52
split_gain=10.1429 4.30462 3.78542 5.40397 3.63615 3.46322 4.29862 4.48377 3.31702 8.62431 2.97937 2.93019 2.67652 2.60329 1.48857 0.812484
threshold=0.13554000000000002 -0.13895999999999997 -0.048219999999999992 0.085445000000000007 -0.0073699999999999989 0.091385000000000008 0.099845000000000003 0.023345000000000001 0.31625000000000009 -0.0088649999999999996 -0.33811499999999994 0.31405000000000005 -0.49922499999999997 0.11079000000000001 -0.036849999999999994 -0.54159499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 10 6 11 8 9 -8 -1 12 -4 -14 -3 -10
right_child=1 14 3 -5 -6 -7 7 -9 15 -11 -12 -13 13 -15 -16 -17
leaf_value=0.0011607657559267405 0.0011816926382697502 8.7460352641921086e-06 0.0032697085728149869 0.0033919091142940619 0.0021043826971352225 0.0033402733751663415 0.00097944861528065277 0.0025862449831129423 0.0010242936993744489 -0.0017581048094409359 -0.0008075408017588166 0.00043166895840589622 0.0016675879871662744 0.0029507630757614023 -0.0014835045458703661 0.0021209315604600099
leaf_weight=69 93 61 56 84 62 54 241 74 57 72 80 82 1664 80 68 77
leaf_count=69 93 61 56 84 62 54 241 74 57 72 80 82 1664 80 68 77
internal_value=0 4.30298e-05 0.00158572 0.00165992 0.00069176 0.00160068 0.00156155 0.00100324 0.000741016 0.000349487 0.00010346 0.00171607 0.00177454 0.00172649 -0.000777292 0.001655
internal_weight=0 222 2752 2541 211 2457 2403 521 447 313 149 1882 1800 1744 129 134
internal_count=2974 222 2752 2541 211 2457 2403 521 447 313 149 1882 1800 1744 129 134
is_linear=0
shrinkage=0.00694113


Tree=1355
num_leaves=16
num_cat=0
split_feature=0 4 4 0 4 15 16 12 97 4 15 4 16 41 0
split_gain=6.89813 4.29166 6.27148 7.4696 6.64713 4.88223 4.1676 4.46839 5.33943 3.59772 3.71377 4.70214 7.78661 4.48032 1.38989
threshold=-0.13619499999999998 0.31392000000000003 0.061295000000000009 -0.14755499999999996 -0.019465 -0.094839999999999994 0.63633500000000009 -0.12305999999999999 -0.081789999999999988 0.51395000000000002 0.13592500000000005 -0.17568999999999999 0.18879500000000002 0.085175000000000015 -0.195045
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 -2 -9 10 11 12 -10 -13 -3
right_child=6 14 -4 -5 5 -7 -8 8 9 -11 -12 13 -14 -15 -16
leaf_value=0.002876578750515208 0.0037033230027965968 5.4567953786680293e-05 0.0031841656268992292 -0.0018428129124096822 0.0015684868605019932 -0.0016118565791181654 -0.00043230466992962311 -0.00080204612414286596 0.0047032128972312095 -0.00029118768180236998 7.8910759059193093e-05 0.0015473964918913681 0.0016022922631396142 0.0036838876838017572 -0.001672941758892751
leaf_weight=77 56 53 58 61 55 54 58 53 76 55 82 2058 115 57 52
leaf_count=77 56 53 58 61 55 54 58 53 76 55 82 2058 115 57 52
internal_value=0 0.000509493 0.000960633 0.000438183 0.00118668 -6.36027e-06 0.0015581 0.00160337 0.00155623 0.00160742 0.00165118 0.00170706 0.00283659 0.00160501 -0.000800197
internal_weight=0 410 305 247 186 109 2610 2552 2496 2443 2388 2306 191 2115 105
internal_count=3020 410 305 247 186 109 2610 2552 2496 2443 2388 2306 191 2115 105
is_linear=0
shrinkage=0.0075133


Tree=1356
num_leaves=18
num_cat=0
split_feature=4 10 13 10 0 448 160 160 4 4 1 156 1 13 0 1 13
split_gain=4.96598 4.64041 2.65252 3.11813 3.10603 2.69828 2.58383 6.35612 2.63825 3.01411 2.92135 4.62339 2.38498 2.23519 2.3728 4.25417 0.271878
threshold=0.27258000000000004 -0.011579999999999998 0.24450500000000003 -0.0034499999999999995 -0.078704999999999983 -0.075979999999999978 0.11262000000000001 0.3961050000000001 -0.39175499999999991 -0.15504999999999997 0.081540000000000015 0.091280000000000014 0.092845000000000025 0.053700000000000005 -0.074679999999999983 0.12895500000000001 -0.0045949999999999993
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 -4 -5 8 -8 10 -10 -7 -12 -11 14 15 16 -3
right_child=1 13 4 5 -6 6 7 -9 9 12 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.00010162357012895564 0.0027536943430618035 0.0011361930976367836 0.0013363925506357135 0.0032616837793325226 0.0043227182438182908 0.00084501299873677581 -0.0015356509968097302 0.0020117748241697759 -0.00041781772217529668 0.0016315273295705655 0.0052186210826422972 0.0017970326597020324 0.0008904973068297301 -0.0016297233944625781 0.001586156924141267 -0.0022509767853382628 0.00027531115433307023
leaf_weight=96 52 55 52 62 52 53 71 80 64 1620 52 68 405 54 75 54 55
leaf_count=96 52 55 52 62 52 53 71 80 64 1620 52 68 405 54 75 54 55
internal_value=0 0.000377742 0.0014783 0.00142357 0.00283044 0.00148276 0.00143702 0.00034317 0.00151 0.00142508 0.00253489 0.00328049 0.00148337 -4.36145e-05 0.000314368 -0.000266681 0.00070659
internal_weight=0 345 2675 2571 104 2475 2413 151 2262 2089 173 120 2025 293 239 164 110
internal_count=3020 345 2675 2571 104 2475 2413 151 2262 2089 173 120 2025 293 239 164 110
is_linear=0
shrinkage=0.00863042


Tree=1357
num_leaves=25
num_cat=0
split_feature=40 49 2 3 160 2 151 0 3 0 3 43 1212 3 0 401 2 43 43 13 43 43 43 160
split_gain=4.41555 7.88185 2.80526 5.39876 4.282 3.10649 3.01068 3.00108 2.80324 5.33761 4.34062 2.92888 2.74567 2.66215 2.42984 2.28596 2.26119 3.89124 2.66245 1.63779 1.42739 1.38997 1.09295 0.779727
threshold=-0.084754999999999983 -0.014989999999999998 0.084095000000000017 0.018975000000000002 -0.092894999999999991 -0.098699999999999982 -0.044604999999999992 -0.22745499999999999 0.083395000000000011 -0.105195 0.14813000000000001 0.0062300000000000003 0.091435000000000016 -0.024819999999999998 -0.24203499999999997 0.080710000000000018 0.10274500000000002 0.15834000000000004 0.090280000000000013 -0.085744999999999988 0.29736500000000005 -0.083209999999999992 -0.012264999999999998 -0.41731999999999997
decision_type=2 2 2 2 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 23 -6 -7 14 11 -10 -11 12 13 15 -4 -9 18 -18 -13 22 -20 -21 -8 -2
right_child=2 -3 7 -5 5 6 19 8 9 10 -12 16 -14 -15 -16 -17 17 -19 20 21 -22 -23 -24 -25
leaf_value=-0.0021833178013049436 0.00069809077412954959 0.0012276340678985572 0.00077782991200827582 -0.00071222597914435872 0.0031316296241131751 0.0028365798301961264 -7.7210468742877156e-05 0.0011562749435233401 0.0026873906784337679 0.0016938950780561104 -0.00078011287823364565 -0.0002956701583656544 -0.00047985032055837518 -7.6602429954206809e-05 -0.0011746741117408407 0.0002639273782511986 -0.0017597188020486401 0.00074294625808617252 0.0018739114246738759 0.0021945902908137227 0.00046141132694794583 0.0012918813141827366 0.0012074849562329316 -0.00037523332369414998
leaf_weight=57 68 64 53 59 53 63 56 1036 101 74 55 90 62 102 61 146 59 52 67 96 61 369 62 54
leaf_count=57 68 64 53 59 53 63 56 1036 101 74 55 90 62 102 61 146 59 52 67 96 61 369 62 54
internal_value=0 -0.000378589 0.000921795 0.00123629 0.0013764 0.00157771 0.00145011 0.000784684 0.000847615 0.00153856 0.000638533 0.000752697 0.000890638 0.00095687 -0.000266306 0.00104611 0.000188139 -0.000586658 0.000582972 0.00130017 0.00120132 0.0014784 0.000597195 0.000222429
internal_weight=0 121 2899 880 821 699 646 2019 1905 230 129 1675 1346 1284 114 1182 329 111 218 583 128 465 118 122
internal_count=3020 121 2899 880 821 699 646 2019 1905 230 129 1675 1346 1284 114 1182 329 111 218 583 128 465 118 122
is_linear=0
shrinkage=0.0066716


Tree=1358
num_leaves=18
num_cat=0
split_feature=4 2 43 12 457 14 2 151 43 151 43 133 4 4 13 156 133
split_gain=3.16164 3.57873 2.92727 4.13971 2.63725 3.46735 1.88779 1.72753 3.25672 1.97863 2.29671 5.55247 2.82278 4.3571 3.81645 2.1835 1.91484
threshold=0.27258000000000004 -0.012574999999999998 -0.078624999999999987 -0.064689999999999984 0.15196500000000004 0.073890000000000011 0.12750000000000003 -0.088294999999999985 -0.085204999999999989 -0.079914999999999986 -0.03898999999999999 -0.016849999999999997 -0.017399999999999995 -0.047099999999999996 -1.0000000180025095e-35 0.088735000000000022 0.087455000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 7 -5 8 -1 16 11 -11 13 -12 -14 -13 -9
right_child=1 2 3 6 -6 -7 -8 9 -10 10 12 15 14 -15 -16 -17 -18
leaf_value=0.0011490235368090463 0.0014086109273911815 -0.0015783168444815576 0.0017764579146866727 0.00017501265812230687 -0.00074274450166476674 0.0022463908409234836 -0.0015762064792043261 0.002286524330571939 -0.00084408604641546747 -0.0017059236043954382 0.00097527120406126462 0.00083204467994701589 0.0010878167252179167 -0.0011449080953200338 0.0027491760126764496 -0.00028389162424685531 0.000652563531115692
leaf_weight=85 86 68 58 79 52 96 54 100 86 52 784 875 222 54 107 102 60
leaf_count=85 86 68 58 79 52 96 54 100 86 52 784 875 222 54 107 102 60
internal_value=0 0.000132059 -0.000291518 0.000166206 0.000866873 0.000898813 -0.000535429 0.000847588 0.00014619 0.000898463 0.000841903 0.000593022 0.00106129 0.000838557 0.00162837 0.000715461 0.00167427
internal_weight=0 345 259 191 2675 2623 133 2527 171 2356 2196 1029 1167 838 329 977 160
internal_count=3020 345 259 191 2675 2623 133 2527 171 2356 2196 1029 1167 838 329 977 160
is_linear=0
shrinkage=0.00722155


Tree=1359
num_leaves=15
num_cat=0
split_feature=0 1 13 124 0 151 160 0 160 0 150 159 0 0
split_gain=3.4223 6.54781 4.65382 4.56384 3.36578 2.48314 3.22947 2.24537 2.05619 1.88504 1.80685 1.85617 1.6834 1.86584
threshold=-0.13619499999999998 0.085490000000000024 -0.017354999999999999 -0.083859999999999976 -0.11262999999999999 0.085445000000000007 -0.52850499999999989 0.15312500000000004 -1.0000000180025095e-35 -0.15651999999999996 -0.048309999999999992 0.12310000000000001 -0.21196999999999996 -0.23803499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 9 -2 -5 6 -6 10 -1 -3 -8 -12 13 -4
right_child=3 2 12 4 5 -7 7 -9 -10 -11 11 -13 -14 -15
leaf_value=0.00051573189920092613 -0.00080486484691648862 -0.00080696701066254291 0.00058458573740805659 0.0023711857472106064 -0.00054582384981061497 0.0021540746190853266 0.0020085320011209626 0.0022926032226685852 0.002525060555469361 -0.0027657491202362603 0.00068106576764054034 0.0018612481474180377 0.00096478821577803645 -0.0013285936851916758
leaf_weight=53 97 55 52 74 102 69 61 53 58 52 2079 75 81 59
leaf_count=53 97 55 52 74 102 69 61 53 58 52 2079 75 81 59
internal_value=0 3.84011e-05 -0.000528572 0.000762508 0.000823039 0.000776036 0.000735882 0.00079356 0.00156636 -0.00175963 0.000757656 0.000722195 0.00015708 -0.000431621
internal_weight=0 410 299 2610 2513 2439 2370 2268 111 107 2215 2154 192 111
internal_count=3020 410 299 2610 2513 2439 2370 2268 111 107 2215 2154 192 111
is_linear=0
shrinkage=0.00736598


Tree=1360
num_leaves=9
num_cat=0
split_feature=3 1446 15 10 15 3 3 3
split_gain=5.40671 4.77613 4.40746 4.11181 2.55703 1.72665 4.55254 2.59012
threshold=0.31966500000000003 0.10392000000000001 -0.46772999999999992 -0.013164999999999998 -0.42075999999999997 0.13470000000000001 0.110335 -0.043609999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=0.0022916083645443935 -0.0013805836678588562 -0.0016193882701735546 -0.0011126613018318464 -0.00095085142636383037 0.00053890133114521807 0.0017319027688598679 -0.0015411563707949272 0.001209373163655754
leaf_weight=84 84 56 82 59 2076 78 55 386
leaf_count=84 84 56 82 59 2076 78 55 386
internal_value=0 0.000552953 0.00059612 0.000544036 0.000595253 0.000630436 0.000596271 0.000644053
internal_weight=0 2876 2820 2736 2654 2595 2517 2462
internal_count=2960 2876 2820 2736 2654 2595 2517 2462
is_linear=0
shrinkage=0.0075133


Tree=1361
num_leaves=16
num_cat=0
split_feature=49 31 2 133 133 12 40 49 453 43 1212 12 3 13 3
split_gain=3.83989 3.63052 4.49187 2.08782 3.81793 2.68206 4.22088 3.303 2.51802 2.39554 1.57113 1.77078 1.37105 1.69359 0.863041
threshold=-0.16047499999999998 -0.080884999999999985 -0.16649999999999998 -0.081204999999999986 -0.037434999999999989 -0.083979999999999985 -0.065744999999999984 0.016520000000000003 0.085955000000000018 -0.012264999999999998 0.058905000000000006 -0.014854999999999998 -0.080694999999999975 -0.037164999999999997 -0.086254999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 10 9 7 -7 -6 -8 -5 11 -4 14 -14 -13
right_child=1 2 3 4 5 6 8 -9 -10 -11 -12 12 13 -15 -16
leaf_value=-0.0011022753086362459 0.0021542673255322718 -0.0014462986391051975 0.0017377638297741312 -0.001931501374751593 -0.0011714859640941022 0.0022283880926779985 0.00036236081000321743 0.00084820218935349745 0.001836873689017095 9.2347649039124381e-05 0.0016429509959191972 0.00051296112294852239 0.0005799697323831815 -0.00081129295682784181 0.0014795718606572742
leaf_weight=77 52 59 56 52 101 58 1919 56 53 52 84 116 95 66 64
leaf_count=77 52 59 56 52 101 58 1919 56 53 52 84 116 95 66 64
internal_value=0 0.000407112 0.000374995 0.000413785 0.000329837 0.000389251 0.000454243 -0.000450634 0.000402026 -0.000918892 0.000813481 0.000637796 0.000456948 9.19606e-06 0.000857041
internal_weight=0 2883 2831 2772 2291 2187 2030 157 1972 104 481 397 341 161 180
internal_count=2960 2883 2831 2772 2291 2187 2030 157 1972 104 481 397 341 161 180
is_linear=0
shrinkage=0.0066716


Tree=1362
num_leaves=14
num_cat=0
split_feature=10 1446 14 4 16 4 4 16 484 15 4 474 13
split_gain=3.73118 3.21328 2.74333 2.90582 2.45971 2.9953 2.96955 2.72976 2.50867 2.80935 2.40583 2.03239 1.96179
threshold=-0.089679999999999982 0.10392000000000001 -0.13131999999999996 0.50666500000000003 -0.54752499999999993 0.24099500000000004 0.41464000000000006 -0.20132999999999998 0.050560000000000008 -0.011749999999999998 0.27258000000000004 0.023345000000000001 -0.071964999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 7 10 -6 11 -10 -7 -9 -8
right_child=1 -3 4 -5 5 6 12 8 9 -11 -12 -13 -14
leaf_value=-0.0013325963424807418 0.0028905097748649724 -0.0014780575418222089 0.0019662071959604993 0.00047872530445338768 0.0019038945115081726 -0.00036433109435630577 -0.00054030595595879762 0.00042596013419846128 0.00043187872351109247 -0.0010484029906763248 -0.0025500204839298949 0.0013480398588538269 0.0015083406061460341
leaf_weight=80 59 56 62 69 79 75 62 1811 177 151 56 166 57
leaf_count=80 59 56 62 69 79 75 62 1811 177 151 56 166 57
internal_value=0 0.000412832 0.000450359 0.00159107 0.000396168 0.00035918 -0.000470939 0.000446267 0.000396272 -0.000249333 -0.00129932 0.000503426 0.000440263
internal_weight=0 2880 2824 128 2696 2634 250 2384 2305 328 131 1977 119
internal_count=2960 2880 2824 128 2696 2634 250 2384 2305 328 131 1977 119
is_linear=0
shrinkage=0.00797318


Tree=1363
num_leaves=32
num_cat=0
split_feature=4 2 123 2 16 52 15 15 0 15 0 16 0 4 12 4 124 15 15 43 4 12 4 2 2 42 42 12 12 403 403
split_gain=270.705 96.4525 48.4588 20.5136 17.2609 14.7733 14.4535 13.4831 12.349 27.2948 10.6455 23.3434 16.7949 7.54627 7.2533 6.55246 6.53532 5.19658 3.96949 3.8543 3.8141 3.75497 2.94043 2.68859 2.54211 2.30621 2.00427 1.81367 1.45485 1.30203 0.584106
threshold=0.31392000000000003 0.12068000000000001 1.0000000180025095e-35 0.14019000000000004 0.25619500000000001 -0.046194999999999993 0.062230000000000008 -0.46188999999999997 -0.10594499999999998 -0.10566999999999999 -0.075804999999999997 0.08215500000000002 0.044695000000000006 0.0014100000000000002 0.088185000000000013 0.022635000000000006 -0.084524999999999989 0.091195000000000012 -0.14051999999999998 -0.082204999999999986 -0.029404999999999997 0.082165000000000016 -0.082274999999999987 0.10745500000000001 0.083815000000000014 0.085585000000000008 0.109255 0.090805000000000011 0.091065000000000021 -0.083919999999999981 -0.0097199999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 8 -2 9 18 15 -12 -13 -11 21 20 -4 27 -1 -19 -10 -8 24 -9 -23 -24 -21 30 -17 -29 -16
right_child=3 4 16 -5 -6 -7 14 23 10 13 11 12 -14 -15 17 28 -18 19 -20 26 -22 22 25 -25 -26 -27 -28 29 -30 -31 -32
leaf_value=0.0046610441651546907 0.0025354825365262322 0.00083558164513612752 0.0019967804900146179 0.00052413546472805553 0.0033042447609533381 0.002432073906605616 0.0050135719372577138 0.001044770309549995 0.0036291927814165255 0.0021096769452426632 0.002597274678023806 0.0034732039750177547 0.0046040051619262107 0.0032743583991516343 0.0039428596542950322 0.0039146352325077557 0.0031004135364046176 0.0033469350838926095 0.0037563253239637794 0.0041154303039964302 0.0043017087452959825 0.0049062814279211752 0.0037073767757226862 0.0017019418883158751 0.0043691710494882189 0.0043370609556717009 0.0036809766327860938 0.0043160610378267942 0.003374139758800721 0.0048335579282588956 0.0042917336387823324
leaf_weight=57 103 59 67 82 53 71 60 62 52 71 90 167 130 55 53 52 54 62 52 217 524 73 52 79 156 89 83 60 62 52 61
leaf_count=57 103 59 67 82 53 71 60 62 52 71 90 167 130 55 53 52 54 62 52 217 524 73 52 79 156 89 83 60 62 52 61
internal_value=0 0.0038209 0.00394413 0.00154429 0.00217023 0.00170771 0.00401966 0.00188703 0.00385595 0.00336579 0.00396288 0.00364949 0.00396825 0.00261827 0.00423063 0.00413862 0.00248952 0.00406005 0.00422967 0.00388434 0.00424104 0.00446383 0.00437461 0.00141315 0.0045405 0.00410502 0.00399532 0.00434138 0.0036209 0.00455655 0.00412976
internal_weight=0 2634 2451 326 183 130 2330 244 1312 235 1077 387 297 126 1018 690 121 588 109 362 576 430 370 141 229 141 300 226 114 112 114
internal_count=2960 2634 2451 326 183 130 2330 244 1312 235 1077 387 297 126 1018 690 121 588 109 362 576 430 370 141 229 141 300 226 114 112 114
is_linear=0
shrinkage=0.00235659


Tree=1364
num_leaves=24
num_cat=0
split_feature=2 2 3 2 2 49 39 123 49 3 14 2 3 52 2 155 52 2 133 13 43 131 2
split_gain=202.747 92.3779 34.5793 31.5396 20.4426 18.8935 17.0671 14.223 10.3226 9.01258 8.56748 7.80448 4.63834 3.36385 4.01547 3.25474 3.67135 3.07345 2.79661 2.4496 2.20778 2.1411 1.8074
threshold=0.12026500000000001 -1.0000000180025095e-35 0.10402500000000002 0.16730000000000003 0.091235000000000024 1.0000000180025095e-35 0.086285000000000014 1.0000000180025095e-35 -0.013329999999999998 -0.049204999999999992 0.073890000000000011 -0.14339499999999997 0.11878500000000002 -0.049669999999999999 0.084195000000000006 0.082265000000000019 0.024870000000000003 0.08647500000000001 -0.060214999999999998 0.091815000000000022 0.0052850000000000006 0.081725000000000006 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 6 4 5 10 9 11 8 -6 -2 13 -1 -4 14 21 16 -10 -16 20 -20 -15 -3 -11
right_child=3 2 12 -5 7 -7 -8 -9 15 22 -12 -13 -14 18 17 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0016126923715344039 0.0018940466372488203 0.00271594034458888 0.0027583169676825342 -0.00023815036361409892 0.0024337439177179163 0.002477527868351025 0.00076973298578875192 0.0020096760043912887 0.0030865529339234991 0.0010205719241328192 0.0045826080719244943 0.0028794718742247028 0.0018129853024669315 0.0041289410693282572 0.0040891270182263038 0.0038094703161076549 0.0035035208333339769 0.0034361011243775746 0.0035884010603286229 0.0041207188379421451 0.0036760799877507693 0.0033508903077532704 0.00037204298566102453
leaf_weight=60 60 58 55 71 82 103 80 61 257 52 62 62 80 148 65 94 276 152 760 59 127 80 56
leaf_count=60 60 58 55 71 82 103 80 61 257 52 62 62 80 148 65 94 276 152 760 59 127 80 56
internal_value=0 0.00329282 0.00342867 0.00124525 0.00350147 0.00163399 0.00166793 0.00316957 0.00326933 0.00111667 0.00367059 0.00225668 0.00219832 0.00363155 0.00341903 0.00337856 0.00330252 0.00363183 0.00370049 0.00362678 0.0039199 0.00308422 0.000684545
internal_weight=0 2618 2416 342 2281 271 202 770 709 168 1511 122 135 1449 355 627 533 217 1094 819 275 138 108
internal_count=2960 2618 2416 342 2281 271 202 770 709 168 1511 122 135 1449 355 627 533 217 1094 819 275 138 108
is_linear=0
shrinkage=0.00250084


Tree=1365
num_leaves=13
num_cat=0
split_feature=2 124 47 43 124 151 151 1375 13 1 376 43
split_gain=8.82014 4.31977 4.57018 3.80024 3.82266 3.18014 5.27615 3.47887 2.15256 2.02674 1.84452 1.60539
threshold=0.31115000000000004 -0.087894999999999987 0.10933000000000002 -0.50775499999999985 -0.077084999999999987 -0.092954999999999982 -0.086824999999999986 -0.082654999999999992 -0.079804999999999987 0.11680000000000001 0.084435000000000024 -0.077614999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 10 11 -7 -8 -4 -10 -5 -6
right_child=-2 2 8 4 5 6 7 -9 9 -11 -12 -13
leaf_value=0.0027657724054407835 -0.0027323400282313259 -0.0015085597311655752 -0.0020805599609406036 -0.0015256805965428481 0.0012679044934445598 -0.0018228370947387586 -0.0012794981092676132 0.00085079534562033075 -0.0010357789886257132 0.001071009711452254 0.00047470581243840682 0.0031807730959515718
leaf_weight=65 54 53 53 73 69 54 54 2222 70 57 56 54
leaf_count=65 54 53 53 73 69 54 54 2222 70 57 56 54
internal_value=0 0.000651182 0.000602323 0.000689698 0.000734856 0.000808067 0.000739384 0.000800213 -0.000676259 -8.95151e-05 -0.000656609 0.00210842
internal_weight=0 2880 2815 2635 2582 2453 2330 2276 180 127 129 123
internal_count=2934 2880 2815 2635 2582 2453 2330 2276 180 127 129 123
is_linear=0
shrinkage=0.00829529


Tree=1366
num_leaves=14
num_cat=0
split_feature=2 124 43 124 376 12 0 49 49 16 0 156 48
split_gain=6.71484 4.86372 3.29575 3.13011 2.81274 2.75262 4.88711 2.42655 2.65229 5.77943 2.23827 2.23562 1.06738
threshold=0.13554000000000002 -0.087894999999999987 -0.45780999999999999 -0.048219999999999992 0.084435000000000024 1.0000000180025095e-35 -0.060454999999999995 -0.087529999999999983 -0.048359999999999993 -0.029134999999999998 -0.23395499999999997 -0.08533499999999998 0.084855000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -2 12 9 -9 -10 -12 -5
right_child=5 2 3 7 -6 -7 -8 8 10 -11 11 -13 -14
leaf_value=0.0027930192778384145 0.00094600197623848645 -0.00095614279666859263 -0.0016744800328490493 0.001049025636513255 0.00056326799228261935 -0.0020339890499252488 -0.0018695697939214492 -0.0020083966633338184 0.0021129147548543401 0.0012887829304942043 0.0019974015484849595 0.00054242867410157596 0.0024498228694159602
leaf_weight=56 87 87 68 77 64 74 62 69 58 57 64 2056 55
leaf_count=56 87 87 68 77 64 74 62 69 58 57 64 2056 55
internal_value=0 0.000557635 0.000510455 0.000560173 -0.000588892 -0.000825679 -0.000225029 0.000622471 0.000564523 -0.000516166 0.00062708 0.000586391 0.00163331
internal_weight=0 2711 2655 2568 132 223 149 2436 2304 126 2178 2120 132
internal_count=2934 2711 2655 2568 132 223 149 2436 2304 126 2178 2120 132
is_linear=0
shrinkage=0.00766357


Tree=1367
num_leaves=21
num_cat=0
split_feature=4 3 123 3 12 3 3 4 13 11 133 3 12 51 3 12 133 52 43 52
split_gain=195.857 57.712 30.5046 20.6701 15.0539 9.47095 9.555 9.30146 7.78965 11.5125 9.66129 8.64892 6.51554 6.31845 6.03802 5.80451 2.44155 2.121 1.86387 0.636026
threshold=0.31392000000000003 0.11391500000000002 1.0000000180025095e-35 -0.082634999999999986 0.13642500000000005 0.13772500000000001 0.085880000000000012 0.043640000000000005 0.036560000000000002 1.0000000180025095e-35 -0.0041949999999999991 -0.097574999999999981 -0.088999999999999982 -0.031924999999999995 0.28833000000000003 -0.081654999999999991 0.047685000000000005 0.0035300000000000006 -0.0101 0.11087000000000001
decision_type=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 15 8 9 11 -10 -1 -4 -9 -3 -5 -12 18 -15 -19
right_child=3 14 12 5 -6 -7 -8 13 10 -11 16 -13 -14 17 -16 -17 -18 19 -20 -21
leaf_value=0.002125568157430049 0.0018112619285078533 0.0018050025989302884 0.0022720887083531992 0.00095739356828183084 0.0016955391932268798 -0.00013938588726276132 0.0016481826803101637 0.0021149067364598963 0.0018064324074430925 0.0039493457278811659 0.0026824819396705835 0.0030412603784441983 0.0012602165463051617 0.0023110034819620582 0.0008720157726155544 -8.0217928653391823e-05 0.0031874728770009361 0.0032079519980136133 0.0028462652416712834 0.0028475248409618021
leaf_weight=55 92 75 67 59 52 72 52 103 57 70 147 1533 64 63 68 52 75 53 73 52
leaf_count=55 92 75 67 59 52 72 52 103 57 70 147 1533 64 63 68 52 75 53 73 52
internal_value=0 0.00276078 0.00284198 0.000900981 0.00290171 0.000544512 0.000846751 0.0029292 0.00299024 0.00304925 0.00263943 0.00300956 0.00177792 0.00258545 0.00136151 0.000471087 0.0028532 0.00278646 0.00259849 0.00302969
internal_weight=0 2607 2464 327 2333 235 163 2281 1937 1658 279 1588 131 344 143 111 222 241 136 105
internal_count=2934 2607 2464 327 2333 235 163 2281 1937 1658 279 1588 131 344 143 111 222 241 136 105
is_linear=0
shrinkage=0.00226508


Tree=1368
num_leaves=17
num_cat=0
split_feature=4 3 376 14 12 12 3 52 3 0 3 3 15 4 16 16
split_gain=215.676 92.7941 34.7697 20.5552 17.1892 17.4374 16.2716 14.6712 20.0092 14.6264 11.8007 10.7774 8.87402 6.47559 4.27649 3.26437
threshold=0.31392000000000003 0.11391500000000002 0.076485000000000011 0.073890000000000011 0.13642500000000005 0.056995000000000011 0.13772500000000001 0.048535000000000002 -0.016814999999999997 -0.17127999999999996 0.28833000000000003 -0.082634999999999986 -0.46645999999999993 0.053330000000000009 -0.45743999999999996 0.19384500000000002
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 9 8 -1 -2 -3 -11 -13 15 -15 -7
right_child=6 10 -4 -5 -6 13 -8 -9 -10 11 -12 12 -14 14 -16 -17
leaf_value=0.0013043826925070168 0.0024015167001366958 0.0020263633378597495 0.0019183524974802052 0.0045383919688781731 0.002005178121638375 0.0035856439560654142 0.00017089138075057029 0.0038994832724884437 0.0029682467406170737 0.0018137498874790496 0.00064296918730494582 0.0012898887029712629 -7.6042333862038779e-05 0.0036773160056245372 0.0029464824275286803 0.0032621599905562743
leaf_weight=53 70 75 93 91 52 1455 72 65 198 75 68 57 53 62 187 208
leaf_count=53 70 75 93 91 52 1455 72 65 198 75 68 57 53 62 187 208
internal_value=0 0.00325147 0.00336073 0.0034173 0.00337254 0.00340444 0.00118039 0.0028809 0.00261702 0.00146532 0.00136871 0.00111094 0.000631525 0.00349095 0.00312856 0.0035452
internal_weight=0 2607 2464 2371 2280 2228 327 316 251 255 143 185 110 1912 249 1663
internal_count=2934 2607 2464 2371 2280 2228 327 316 251 255 143 185 110 1912 249 1663
is_linear=0
shrinkage=0.00240373


Tree=1369
num_leaves=29
num_cat=0
split_feature=4 3 1 2 2 2 2 12 1 0 4 4 16 0 3 4 0 12 4 12 16 160 1 133 16 1 0 12
split_gain=330.113 67.8671 38.6757 23.8866 13.8175 19.3573 10.5309 20.0571 6.89182 6.77843 6.67979 6.48118 6.31266 4.86553 5.8497 5.04987 4.4182 4.3926 3.94465 2.9284 3.38174 3.81465 3.12889 2.91725 2.69374 1.82734 4.1732 1.42749
threshold=0.31392000000000003 -0.053364999999999996 0.094775000000000012 0.15205000000000002 -0.007134999999999999 0.10859000000000001 0.10121500000000001 0.088795000000000013 0.12895500000000001 -0.10998999999999999 0.42642000000000008 0.053330000000000009 -0.019749999999999993 -0.15184499999999998 0.093925000000000022 0.022635000000000006 -0.097224999999999992 0.11431500000000001 -0.082389999999999977 0.087605000000000002 0.035560000000000008 -0.014989999999999998 0.093720000000000012 0.093845000000000026 -0.28430999999999995 0.086470000000000005 -0.080634999999999984 0.095565000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 13 8 -4 9 11 -8 10 -6 -2 16 -7 -3 15 -15 18 23 -1 25 22 -22 -21 27 -13 26 -18 -9
right_child=3 2 4 -5 5 12 7 17 -10 -11 -12 24 -14 14 -16 -17 19 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0046581701922334337 0.00083618504980400102 0.0037837314174942122 0.00085401167839316359 -0.00077760553653896799 0.0024018672662174108 0.0020620005229013156 0.0017739172936812721 0.0040305285238828687 0.00051624025293607546 0.0036445182589437304 0.0017925579140525764 0.0036162787188403589 0.00098631471078261665 0.0036276248533342556 0.0023488485950724173 0.0027394818825538241 0.0037708241374008393 0.0028113024570687907 0.0037323531217788928 0.0035835030529284633 0.00270563875779353 0.003502629478815742 0.0040797291825186398 0.0031280100128144874 0.0029278760170449399 0.0033812181975742986 0.0045057437046371563 0.0035597786722780431
leaf_weight=53 86 78 52 52 52 84 52 69 99 54 90 53 54 103 52 62 470 55 59 580 52 121 89 61 99 58 52 93
leaf_count=53 86 78 52 52 52 84 52 69 99 54 90 53 54 103 52 62 470 55 59 580 52 121 89 61 99 58 52 93
internal_value=0 0.00335948 0.00262868 0.000745996 0.00200231 0.00224692 0.0035737 0.00317256 0.00103419 0.00303516 0.00132539 0.0036522 0.00164127 0.00325709 0.00306768 0.00329406 0.00370015 0.00343408 0.0041707 0.00366308 0.00357021 0.00326322 0.00364956 0.00358756 0.00316808 0.00379784 0.00384408 0.00376044
internal_weight=0 2607 591 327 296 244 2016 330 275 106 176 1686 138 295 217 165 1534 278 112 1422 842 173 669 223 152 580 522 162
internal_count=2934 2607 591 327 296 244 2016 330 275 106 176 1686 138 295 217 165 1534 278 112 1422 842 173 669 223 152 580 522 162
is_linear=0
shrinkage=0.0024518


Tree=1370
num_leaves=24
num_cat=0
split_feature=43 40 159 4 47 52 484 3 13 151 483 13 50 4 399 3 43 0 43 16 13 3 3
split_gain=3.92585 4.65415 3.85809 3.79665 3.41152 3.56034 3.13735 3.07972 2.6238 2.55886 2.31682 2.71469 2.28194 2.62225 2.29497 2.53336 1.96932 1.38016 0.866961 1.14982 0.822832 0.593613 0.77023
threshold=-0.12788999999999998 -0.010334999999999999 -0.0038049999999999998 0.00059000000000000014 0.085765000000000022 -0.34918499999999997 0.110365 -0.044539999999999989 -0.085349999999999995 -0.10938499999999998 -0.069964999999999986 -0.082279999999999978 1.0000000180025095e-35 -0.016339999999999997 0.08845500000000002 -0.14088999999999999 -0.078469999999999984 -0.084204999999999988 -0.069944999999999993 -0.0058899999999999985 -0.076349999999999987 -0.115685 -0.096099999999999977
decision_type=2 2 2 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 21 6 -6 9 20 16 -4 -10 -12 14 17 15 -11 -2 -14 -13 -20 -7 -3 -23
right_child=2 3 4 -5 5 7 -8 -9 10 12 11 18 13 -15 -16 -17 -18 -19 19 -21 -22 22 -24
leaf_value=0.0033764890133868453 0.001457834819987123 0.0021743681412445619 0.0020504040347787862 -0.0006127783483179227 0.0014409910504471384 0.00083701449108640003 -0.0010709838379700898 -0.0016623389200838134 -0.00030561614470368619 0.0016444885127805571 -0.00016274918442210721 0.0011925633992498088 -5.3354454207989103e-05 0.0024948508600410365 -0.00079109370272276863 0.00056703792065584274 0.0034749185340009008 0.0012669701974642508 0.0028255140884502566 0.0013579007722539747 -0.00038845529665036026 0.00065554704529650779 0.0018726194922546657
leaf_weight=69 58 76 88 53 62 56 52 90 57 137 53 95 61 80 63 1231 52 166 66 56 69 54 65
leaf_count=69 58 76 88 53 62 56 52 90 57 137 53 95 61 80 63 1231 52 166 66 56 69 54 65
internal_value=0 0.00164995 0.000763897 0.00116925 0.000633297 -0.000144836 0.000748112 -0.000602517 0.00140775 0.00079996 0.00106965 0.00136028 0.0007366 0.00132459 0.000610398 0.000674999 0.00241209 0.000911816 0.00173263 0.00215251 0.000159914 0.00165401 0.00132101
internal_weight=0 317 2592 248 2155 277 1878 215 437 1826 327 270 1738 307 1431 1368 110 227 217 122 125 195 119
internal_count=2909 317 2592 248 2155 277 1878 215 437 1826 327 270 1738 307 1431 1368 110 227 217 122 125 195 119
is_linear=0
shrinkage=0.0075133


Tree=1371
num_leaves=23
num_cat=0
split_feature=4 3 150 376 3 15 4 457 150 11 4 4 4 4 2 0 13 0 4 15 0 133
split_gain=224.356 56.2934 36.9186 21.6348 13.2967 11.5485 14.157 11.5146 9.7197 8.41751 10.9245 5.80284 5.38074 19.5624 10.2538 5.00529 3.34389 3.30689 3.20534 4.90527 2.76476 2.62022
threshold=0.31392000000000003 -0.049204999999999992 0.089155000000000012 0.076485000000000011 0.15937000000000004 -0.43091499999999999 0.51367000000000018 0.081330000000000013 0.082590000000000011 1.0000000180025095e-35 -0.14088999999999999 0.053330000000000009 -0.15615999999999999 -0.0058699999999999994 0.08647500000000001 -0.10147999999999999 0.0048350000000000008 -0.079794999999999991 0.15641500000000003 -0.065419999999999992 -0.070304999999999992 0.11667000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 12 6 -2 9 15 10 -1 16 -3 -14 -15 -7 21 -11 19 -13 -18 -12
right_child=5 2 -4 -5 -6 8 -8 -9 -10 17 11 18 13 14 -16 -17 20 -19 -20 -21 -22 -23
leaf_value=0.0021150646907614275 0.0023252146288992655 0.0034340441215194814 0.00084130648351765874 0.0015423505662911325 0.0017309824137183979 0.00056696954255047011 0.00081336524427634018 0.0023755658716795073 0.0012275978495087292 0.004040014161654718 0.0033162215446191743 0.0029528608952621768 0.0017759958493047223 0.0040035269238890801 0.002795454888005046 -0.0004327699782727812 0.0031077764883330962 0.0033570460898175556 0.0031980030389015964 0.00208520788218361 0.0025034198660315535 0.0030356925211962745
leaf_weight=54 52 95 78 91 54 52 91 99 58 78 1072 93 72 58 107 55 167 75 82 56 54 216
leaf_count=54 52 95 78 91 54 52 91 99 58 78 1072 93 72 58 107 55 167 75 82 56 54 216
internal_value=0 0.00296812 0.00231535 0.00255634 0.00279533 0.000882654 0.0013633 0.00314518 0.000465944 0.0031843 0.00313985 0.00317164 0.00296837 0.0027816 0.00322026 5.28542e-05 0.00322396 0.00370539 0.00282975 0.00262693 0.00296022 0.0032692
internal_weight=0 2601 555 477 386 308 143 2046 165 1947 1794 1740 332 237 165 107 1509 153 231 149 221 1288
internal_count=2909 2601 555 477 386 308 143 2046 165 1947 1794 1740 332 237 165 107 1509 153 231 149 221 1288
is_linear=0
shrinkage=0.00231039


Tree=1372
num_leaves=16
num_cat=0
split_feature=9 0 43 16 12 1 43 160 1 47 52 3 160 1 52
split_gain=5.14858 3.84432 6.82107 6.7697 5.06768 3.76562 3.73823 3.03348 2.43551 2.34625 2.09861 1.67682 1.64024 1.15293 0.271104
threshold=0.092645000000000019 -0.0033699999999999993 -0.15450999999999995 0.014185000000000001 -0.14392999999999997 0.13472500000000001 -0.055679999999999993 -0.54243999999999992 0.10351500000000001 0.09550500000000002 -0.53473999999999988 -0.115685 -1.0000000180025095e-35 0.10024500000000001 0.085175000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -3 -4 7 -5 -6 11 10 -9 -1 -11 -8 -13
right_child=-2 3 4 6 5 -7 13 9 -10 12 -12 14 -14 -15 -16
leaf_value=0.002946691409199178 -0.0015018066036496793 -0.0019387697570207641 0.0030992155644396376 -0.0007358386183152582 0.0025305903114523891 -0.00073013458782767164 0.00086940788421891672 0.0021042792831765288 0.0037579778631451387 0.0010087750028702467 0.00086542979553490382 0.00089411678986859797 -0.00043674906255752763 0.002331235053660174 0.0016743500078386564
leaf_weight=54 53 74 59 63 64 88 69 84 52 70 1879 53 135 59 53
leaf_count=54 53 74 59 63 64 88 69 84 52 70 1879 53 135 59 53
internal_value=0 0.000908255 0.000998175 2.87676e-05 0.000880739 0.000824286 0.000791488 0.000885608 0.00231562 0.00083701 0.000918484 0.00184634 5.64454e-05 0.00154386 0.00128501
internal_weight=0 2856 2591 265 2379 2320 191 2232 212 2168 1963 160 205 128 106
internal_count=2909 2856 2591 265 2379 2320 191 2232 212 2168 1963 160 205 128 106
is_linear=0
shrinkage=0.00766357


Tree=1373
num_leaves=17
num_cat=0
split_feature=447 483 1429 0 13 156 0 13 11 16 158 42 1429 13 484 156
split_gain=3.27688 2.88549 3.06587 5.16583 4.40198 8.48885 4.01774 3.92144 5.16456 4.15074 3.00031 3.14993 2.41666 1.88497 1.34783 1.06233
threshold=0.091410000000000005 0.10549500000000002 0.084895000000000012 -0.0033699999999999993 -0.011809999999999999 0.092060000000000017 0.080385000000000012 -0.16392499999999996 0.07585500000000002 -0.14463999999999996 0.12030500000000001 0.13287500000000005 0.08783500000000001 -0.47365999999999991 -0.015774999999999994 0.081990000000000021
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 -6 13 10 -10 11 -9 -4 -1 -3 -14
right_child=-2 14 12 4 5 -7 -8 8 9 -11 -12 -13 15 -15 -16 -17
leaf_value=0.00060908337542722008 -0.0011387434931907805 0.0011498880766653121 0.0031197616152362395 0.0010499851207803172 -0.0039439702746476377 0.0014076193371255941 -0.00092610642527433354 0.00076155331951620222 0.0010483232400652495 0.0041048339693188218 -0.00086525783907855222 0.0025803493242105052 0.00028755280574307323 -0.0012417033294300798 0.0028761847647212806 0.0018698080858176962
leaf_weight=56 56 56 54 81 54 52 54 1967 57 52 67 60 52 84 55 52
leaf_count=56 56 56 54 81 54 52 54 1967 57 52 67 60 52 84 55 52
internal_value=0 0.000770037 0.000719972 0.000655288 -0.000434256 -0.00118617 -0.00243581 0.000767393 0.000848024 0.00250724 0.000761616 0.000815432 0.00177732 -0.000500793 0.00200601 0.00107948
internal_weight=0 2853 2742 2584 241 160 108 2343 2203 109 2094 2027 158 140 111 104
internal_count=2909 2853 2742 2584 241 160 108 2343 2203 109 2094 2027 158 140 111 104
is_linear=0
shrinkage=0.00781684


Tree=1374
num_leaves=25
num_cat=0
split_feature=9 15 400 12 12 133 49 1213 15 150 394 3 43 12 0 133 3 402 15 16 3 2 16 16
split_gain=3.088 2.90519 4.32061 2.84515 3.64662 2.6885 3.89836 3.41893 2.59239 2.50083 2.78645 2.46436 1.95607 2.29076 2.22247 3.25794 1.83086 1.66169 1.47271 1.23078 1.85688 0.975342 0.811411 0.611606
threshold=0.092645000000000019 0.025430000000000005 -0.012394999999999998 -0.097314999999999985 -0.091174999999999992 0.041800000000000011 -0.073619999999999977 0.052605000000000006 -0.22991499999999995 -0.088479999999999989 -0.079279999999999975 -0.047774999999999991 -0.004174999999999999 0.085005000000000011 -0.085994999999999974 -0.07107999999999999 -0.081134999999999985 0.085495000000000015 0.087670000000000012 -0.0046349999999999994 -0.080114999999999978 0.084535000000000013 -0.079519999999999993 -0.082119999999999985
decision_type=2 2 2 2 2 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 -3 18 -4 -6 -11 -12 13 -8 16 23 -14 21 -7 20 22 -15 -20 -16
right_child=-2 5 3 4 9 7 12 -9 -10 10 11 -13 14 17 15 -17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=-0.0018573782062590049 -0.0014463490495379924 0.0037556543517541599 0.00057188888687451078 -0.0018398151326109624 0.002199836039427311 0.0020161325622265534 0.0032741243922144152 -0.0014500518153427613 0.0033708163606029225 0.0024242152443209393 0.00067096891146002668 -0.00014631758547383914 0.0024769823998751486 0.001581836633825894 0.0015978982458364321 -0.0014532883044455804 0.00029959849438465896 0.0025401311460329472 -0.00068999090213436528 -0.00069501925060330249 0.0019417020616643861 0.0004471430372184648 0.00081973972642064227 0.00028651082862272818
leaf_weight=60 53 53 52 52 73 69 60 62 55 58 949 433 78 120 63 70 52 74 52 52 77 125 64 53
leaf_count=60 53 53 52 52 73 69 60 62 55 58 949 433 78 120 63 70 52 74 52 52 77 125 64 53
internal_value=0 0.000740448 0.000509643 0.000594642 0.00049771 0.00109602 0.00140743 0.000476245 0.00201149 0.000578111 0.000495832 0.000414832 0.00122822 0.00166337 0.000706006 7.59273e-05 0.00160677 0.00136011 0.000856901 0.000530033 0.000860595 0.0010033 0.000142138 0.000999556
internal_weight=0 2856 1732 1672 1565 1124 748 376 107 1513 1440 1382 695 379 316 186 130 319 314 245 193 245 116 116
internal_count=2909 2856 1732 1672 1565 1124 748 376 107 1513 1440 1382 695 379 316 186 130 319 314 245 193 245 116 116
is_linear=0
shrinkage=0.00897909


Tree=1375
num_leaves=17
num_cat=0
split_feature=1 0 157 15 12 3 3 1 15 15 14 1210 1447 2 3 15
split_gain=9.68916 4.31656 6.84979 3.15262 5.22269 3.88765 2.95244 2.2946 3.03295 2.99044 2.49956 1.76237 1.73325 2.18377 1.39996 1.10694
threshold=0.15799000000000005 -0.11073999999999999 -0.065184999999999979 -0.10763999999999999 0.082165000000000016 0.085090000000000013 0.12955000000000003 0.14114500000000005 -0.24211499999999997 -0.14585999999999996 -0.41608999999999996 -0.076894999999999977 -0.085804999999999979 -0.007134999999999999 -0.087284999999999988 -0.15973499999999999
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 15 8 10 -10 -3 14 -13 -14 -11 -4
right_child=-2 7 3 4 -6 -7 -8 -9 9 11 -12 12 13 -15 -16 -17
leaf_value=-0.0028496364618967431 -0.002878053080476943 0.00067770645960551535 0.00078277216127806181 0.001784387433023771 -0.0019822033397608385 -0.00062723611068270615 -0.00066724220645308495 0.0021972891576247525 0.0020749316108258759 0.00050939753419777247 -0.0015530480582133213 -0.00045551248185621019 -0.00043876308320199532 0.00066777665839226976 0.0021808432428009629 0.0021607948654905726
leaf_weight=52 53 54 71 70 87 98 54 56 88 52 71 100 116 1778 75 72
leaf_count=52 53 54 71 70 87 98 54 56 88 52 71 100 116 1778 75 72
internal_value=0 0.000494435 -0.000162841 0.000146075 -0.000427505 0.00037711 0.000888949 0.000633075 0.000595509 0.000662557 -0.000588695 0.000603918 0.000546987 0.000599961 0.00149713 0.00147719
internal_weight=0 2894 504 452 255 168 197 2390 2334 2209 125 2121 1994 1894 127 143
internal_count=2947 2894 504 452 255 168 197 2390 2334 2209 125 2121 1994 1894 127 143
is_linear=0
shrinkage=0.00781684


Tree=1376
num_leaves=15
num_cat=0
split_feature=48 150 1210 1427 15 10 15 0 15 15 11 15 40 0
split_gain=3.61993 4.43565 2.51173 2.58159 2.93259 8.66752 4.91192 2.98316 4.23337 8.62513 2.07401 1.97489 1.74121 0.324926
threshold=-0.039704999999999997 0.086765000000000023 -0.081959999999999991 0.088585000000000011 -0.26361999999999991 -0.084119999999999986 -0.43091499999999999 -0.11167499999999998 -0.029529999999999997 0.088060000000000013 0.079225000000000004 -0.090909999999999977 -0.061244999999999994 -0.05937499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -6 13 8 11 -10 12 -7 -9 -4
right_child=2 -3 3 -5 5 7 -8 10 9 -11 -12 -13 -14 -15
leaf_value=0.00037367557477516146 0.0018841888564794574 -0.002507477269248771 3.1286511742199138e-05 0.0022524808473685918 0.0036980487695187961 -0.00014078018701951331 -0.0025179717180884181 0.0017763194180605098 -0.0044701725072502562 0.00067568847696531157 -0.00081974673754990504 0.0017961000374833293 0.0005344174682336884 0.00091698550742178963
leaf_weight=103 101 74 94 62 66 198 72 96 52 53 87 54 1783 52
leaf_count=103 101 74 94 62 66 198 72 96 52 53 87 54 1783 52
internal_value=0 -0.000830333 0.000493969 0.000441325 0.000398215 0.000489209 -0.000598523 0.000397999 -0.000356938 -0.00187183 0.000535135 0.000273885 0.000597919 0.000347398
internal_weight=0 177 2770 2669 2607 2389 218 2323 357 105 1966 252 1879 146
internal_count=2947 177 2770 2669 2607 2389 218 2323 357 105 1966 252 1879 146
is_linear=0
shrinkage=0.00897909


Tree=1377
num_leaves=23
num_cat=0
split_feature=1 52 1 52 47 15 1 0 0 13 51 1 123 16 0 1429 15 51 52 16 51 0
split_gain=314.884 60.3147 46.7811 36.1229 19.8593 23.3953 14.5531 11.9642 10.5403 10.4499 7.73259 6.00633 5.79188 6.81161 5.41071 4.59433 4.7108 4.9765 4.158 2.01624 1.78762 0.343528
threshold=0.098395000000000024 -0.41694999999999993 0.15799000000000005 0.12484500000000003 0.10280000000000002 0.025430000000000005 0.089245000000000005 -0.09712999999999998 0.11737000000000002 -0.14022999999999999 -0.26625499999999996 0.11359000000000001 0.089155000000000012 -0.08267999999999999 -0.072529999999999983 -0.053464999999999992 0.039965000000000007 0.11178000000000002 -0.032354999999999988 -0.037309999999999989 -0.092879999999999976 -0.079249999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 20 3 4 5 12 8 -8 9 -1 -11 -5 13 -3 19 -12 17 -17 -18 21 -2 -9
right_child=1 2 -4 11 -6 -7 7 14 -10 10 15 -13 -14 -15 -16 16 18 -19 -20 -21 -22 -23
leaf_value=0.0041788750997809017 0.0034310080744123705 0.0011892874869988629 -0.00091231137401779955 0.0031664207802193692 0.002068372529744263 0.0022444571245008585 0.0019134723357717499 0.0028217220334412862 0.0022759776808277433 0.0024866915292229451 0.0039718466309695416 0.0020969667685414397 0.00012975544197993665 0.00047718155564330353 0.0023313478868274818 0.0031942282607338645 0.0040121762970703988 0.0025048583513606398 0.003349125410484381 0.0034306678548378538 0.0028141148099723062 0.0030906999469205252
leaf_weight=72 53 154 53 52 102 63 77 60 58 69 54 67 80 145 57 679 57 64 738 86 53 54
leaf_count=72 53 154 53 52 102 63 77 60 58 69 54 67 80 145 57 679 57 64 738 86 53 54
internal_value=0 0.00146358 0.00121791 0.00138823 0.00113088 0.000914476 0.0031813 0.00272923 0.00326559 0.00329869 0.00326052 0.0025645 0.000693331 0.000844036 0.00297354 0.00329405 0.00327023 0.00313488 0.0033967 0.00315644 0.0031228 0.00294935
internal_weight=0 822 716 663 544 442 2125 334 1791 1733 1661 119 379 299 257 1592 1538 743 795 200 106 114
internal_count=2947 822 716 663 544 442 2125 334 1791 1733 1661 119 379 299 257 1592 1538 743 795 200 106 114
is_linear=0
shrinkage=0.00235659


Tree=1378
num_leaves=19
num_cat=0
split_feature=1 447 158 0 12 12 16 16 16 475 0 156 16 12 158 1456 0 155
split_gain=7.4917 2.88599 2.2203 2.18465 3.23776 7.58054 2.35673 3.7319 4.27998 2.39503 3.21514 2.37066 2.28891 2.22449 1.81415 2.08194 1.23086 0.407876
threshold=0.15799000000000005 0.091410000000000005 0.09908500000000002 -0.11167499999999998 0.088325000000000015 0.081080000000000013 0.24100000000000002 0.14976500000000001 0.064455000000000012 -0.0052149999999999992 -0.032274999999999991 0.081990000000000021 -0.0092499999999999978 0.090685000000000016 0.10668000000000001 -0.049804999999999995 -0.14385499999999998 0.11332500000000002
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 12 7 8 11 17 13 -5 16 -11 -4 -16 -1 -8
right_child=-2 -3 14 6 -6 -7 9 -9 -10 10 -12 -13 -14 -15 15 -17 -18 -19
leaf_value=0.00011515569683201019 -0.0023757450044387756 -0.0011989067811540709 0.0024276693387811606 0.0005704781314663914 0.0012717472296107171 -0.0030087840747627334 0.00042186754192044204 0.0023381062600953285 -0.0010740330914038253 0.0012908156951062508 -0.0020152229443618614 0.0015105690963285602 -0.0012605792749551304 -0.00058263570272158293 0.0018510549117386622 7.2702693118173095e-05 0.0013688527020338727 0.0013290596223029404
leaf_weight=177 53 57 55 1547 85 52 60 71 84 54 58 168 56 106 65 87 59 53
leaf_count=177 53 57 55 1547 85 52 60 71 84 54 58 168 56 106 65 87 59 53
internal_value=0 0.000474544 0.000508194 0.000449179 -4.11315e-05 -0.000365768 0.000544783 0.00064822 0.000581482 -3.93524e-05 -0.000499717 0.000662615 0.000104632 4.91529e-05 0.00125761 0.00083371 0.00042892 0.000848075
internal_weight=0 2894 2837 2630 429 344 2201 1870 1799 331 218 1715 292 160 207 152 236 113
internal_count=2947 2894 2837 2630 429 344 2201 1870 1799 331 218 1715 292 160 207 152 236 113
is_linear=0
shrinkage=0.0075133


Tree=1379
num_leaves=27
num_cat=0
split_feature=1 3 4 2 4 2 0 3 47 49 4 1 43 0 4 158 3 1 402 1 11 50 16 133 15 402
split_gain=198.143 60.2855 39.0082 16.8519 16.836 26.317 11.8872 14.0803 8.09361 8.47519 13.4838 8.12678 7.83779 5.65197 5.11119 9.82419 6.5584 5.193 3.7227 3.70188 4.78108 3.06818 2.38144 1.80751 1.27735 1.40657
threshold=0.095920000000000019 -0.049204999999999992 -0.17006499999999999 0.16730000000000003 -0.111135 0.10100500000000003 0.040570000000000002 0.092005000000000017 0.097435000000000008 -0.081324999999999995 0.10055500000000002 0.12000500000000001 -0.0044999999999999997 -0.052874999999999998 0.043640000000000005 0.078875000000000015 -0.04682999999999999 0.084815000000000015 0.079885000000000012 0.090485000000000024 1.0000000180025095e-35 0.08981500000000002 0.035560000000000008 0.031880000000000012 0.087985000000000022 0.10893000000000001
decision_type=2 2 2 2 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 8 -2 13 7 14 9 -4 -11 -12 -8 22 16 23 18 -18 19 20 -1 -21 -6 -16 25 -20
right_child=1 2 3 -5 5 -7 12 -9 -10 10 11 -13 -14 -15 15 -17 17 -19 24 21 -22 -23 -24 -25 -26 -27
leaf_value=0.0032727385084395247 0.0036715604674087167 0.0031836539168147459 0.0020543002490824728 7.1562587290448481e-05 0.0033008168130602734 0.0013157367285561708 0.0018683468494816986 0.0021249858788507966 0.0020896106104665354 0.00037072163392301533 0.0021307544480378472 0.0010899507204042195 0.0030984682074717256 0.002213236539062532 0.0024453990874790986 0.0036257585660284296 0.0043914381325865521 0.0033973985344954503 0.0036233098440752631 0.0024554482911467563 0.003910615661905298 0.003222574751305698 0.002712362252957522 0.0029198664149090265 0.0038246987733093606 0.0031612965700044495
leaf_weight=1091 70 60 55 61 95 84 54 55 70 98 60 121 57 56 84 92 57 56 104 52 67 61 61 90 81 55
leaf_count=1091 70 60 55 61 95 84 54 55 70 98 60 121 57 56 84 92 57 56 104 52 67 61 61 90 81 55
internal_value=0 0.00193208 0.00143019 0.00120389 0.00265192 0.00241071 0.00323657 0.00327858 0.0013748 0.00122491 0.00106132 0.0014351 0.00250025 0.00284444 0.00331213 0.00301436 0.00336089 0.00389904 0.00332063 0.00327058 0.00330967 0.00286978 0.00307087 0.00269096 0.00358561 0.00346365
internal_weight=0 891 525 465 366 296 2056 1945 404 334 279 181 111 212 1890 266 1624 113 1511 1271 1158 113 156 174 240 159
internal_count=2947 891 525 465 366 296 2056 1945 404 334 279 181 111 212 1890 266 1624 113 1511 1271 1158 113 156 174 240 159
is_linear=0
shrinkage=0.00231039


Tree=1380
num_leaves=29
num_cat=0
split_feature=1 1 11 0 0 0 123 14 10 0 0 15 1 15 15 48 51 48 0 13 402 402 0 1 0 1 48 15
split_gain=213.109 46.8311 27.2101 19.8372 10.9929 23.2606 10.3713 10.3543 8.48563 7.65721 6.67242 6.47055 9.90579 3.52175 3.48089 3.60433 3.7956 3.27398 2.88805 3.15426 2.0021 1.93763 1.90037 1.30798 2.08236 1.28434 1.06676 0.835793
threshold=0.10075500000000003 0.13074500000000003 0.084110000000000004 0.064400000000000013 -0.11825999999999999 -0.23089999999999997 0.083795000000000022 0.064610000000000015 -0.063134999999999983 -0.074249999999999997 -0.044434999999999995 1.0000000180025095e-35 0.095920000000000019 0.090075000000000002 -0.19153499999999998 0.088875000000000023 -0.26625499999999996 0.08790000000000002 -0.082914999999999975 -0.082584999999999978 0.085200000000000012 0.10449000000000001 -0.068419999999999995 0.086470000000000005 -0.087359999999999979 0.14547000000000002 0.093995000000000009 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 2 2 2 2 2 2
left_child=3 2 4 7 5 -2 10 11 -3 -10 22 12 14 20 -1 16 -16 -7 -15 -20 23 -22 -6 24 -13 -11 -17 -21
right_child=1 8 -4 -5 6 17 -8 -9 9 25 -12 13 -14 18 15 26 -18 -19 19 27 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0035743193701119067 0.0025973211381280625 0.00022068211175895329 0.0031438749332276328 0.0020687154019237517 0.0024764289716649808 0.0004088135853949304 0.0014040937408432875 0.003904837317942219 0.00062696547569406297 0.0017714867652036184 0.0017849788790124995 0.0037093909794486696 0.0021014338380015659 0.0034681314447938868 0.0024983435780841796 0.0024508028743177989 0.0031168847710773286 0.0011869329917491009 0.003487240886057179 0.0027355358651365872 0.0039356296298273964 0.0033865817144371401 0.003029515257019437 0.0029486343525055962 0.0032494336828278484 0.0012900301981324757 0.0028330152918902025 0.0029955206316873155
leaf_weight=57 54 61 102 89 75 52 67 84 75 59 56 60 59 85 53 52 707 55 59 86 52 85 53 52 276 52 127 236
leaf_count=57 54 61 102 89 75 52 67 84 75 59 56 60 59 85 53 52 707 55 59 86 52 85 53 52 276 52 127 236
internal_value=0 0.00173475 0.00211667 0.00309666 0.0018623 0.00140896 0.00215299 0.0031396 0.000939897 0.00117564 0.00242556 0.00310817 0.00298685 0.00323731 0.00303927 0.00300677 0.00307378 0.000809003 0.00309616 0.00301311 0.00336256 0.00359515 0.00270563 0.00328037 0.00333164 0.00154615 0.00272211 0.00292616
internal_weight=0 761 514 2219 412 161 251 2130 247 186 184 2046 1055 991 996 939 760 107 466 381 525 137 128 388 336 111 179 322
internal_count=2980 761 514 2219 412 161 251 2130 247 186 184 2046 1055 991 996 939 760 107 466 381 525 137 128 388 336 111 179 322
is_linear=0
shrinkage=0.00222067


Tree=1381
num_leaves=19
num_cat=0
split_feature=44 2 39 1211 2 0 1 2 0 4 4 4 2 0 480 15 0 13
split_gain=6.39984 6.81239 3.93856 2.70763 2.47837 2.47383 6.5258 9.74636 5.68196 5.04552 4.83945 4.15946 3.48763 3.23917 2.71573 2.21726 2.03832 0.270672
threshold=0.081710000000000019 0.25063000000000007 0.098100000000000007 1.0000000180025095e-35 0.087245000000000003 -0.10934999999999999 0.095920000000000019 0.10724500000000002 -0.14259999999999998 0.40736500000000003 0.51326500000000019 0.061835000000000008 0.090085000000000012 -0.15127999999999997 -0.060589999999999998 -0.090324999999999989 -0.066934999999999981 -0.068759999999999988
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 17 6 8 -8 12 11 -11 14 -1 -9 -7 -4 -13 -5
right_child=-2 -3 15 4 -6 9 7 13 -10 10 -12 16 -14 -15 -16 -17 -18 -19
leaf_value=0.0011207149330663125 0.0034634233110072236 -0.0020282407895235088 0.00025539362347572333 0.0014141421599229223 0.0029526573217611225 -0.00079447027646389467 -0.0031491801224541502 -0.00049309578078431918 -0.00053612835893310153 0.0040403914878960369 0.00075403824264519284 -0.0011177829402899465 0.0036750772631355911 0.0019182556051517555 0.00092294530374186683 -0.0018330867176935797 0.00076300833741882468 0.00061250820252174037
leaf_weight=83 52 55 77 52 66 58 70 92 76 58 52 101 54 54 1822 52 54 52
leaf_count=83 52 55 77 52 66 58 70 92 76 58 52 101 54 54 1822 52 54 52
internal_value=0 0.000696447 0.000748636 0.000811402 0.00176722 0.000748242 0.000206114 -0.000751026 0.00117713 0.000856629 0.0024876 0.000768428 0.00212815 0.000398202 0.000869917 -0.000585828 -0.000462001 0.00101413
internal_weight=0 2928 2873 2744 170 2574 429 216 213 2145 110 2035 137 146 1880 129 155 104
internal_count=2980 2928 2873 2744 170 2574 429 216 213 2145 110 2035 137 146 1880 129 155 104
is_linear=0
shrinkage=0.00781684


Tree=1382
num_leaves=25
num_cat=0
split_feature=1 1 11 52 10 49 39 15 1 1 15 484 49 1456 15 15 15 16 39 52 16 16 15 16
split_gain=222.604 36.4473 31.9311 18.9371 12.6127 8.78298 8.06695 6.77302 5.93527 9.66199 8.60507 5.21572 5.04838 4.33569 5.33655 9.16821 5.56113 4.27354 3.19028 2.42035 2.22003 1.98523 1.87897 1.16141
threshold=0.11869500000000001 0.095520000000000008 0.084110000000000004 0.20131000000000002 -0.063134999999999983 0.11580500000000001 0.09697500000000002 -0.07990499999999999 0.11215000000000001 0.10398500000000001 -0.039149999999999997 0.088860000000000008 -0.021474999999999998 0.078920000000000018 0.043560000000000008 -0.10763999999999999 0.090075000000000002 -0.077679999999999985 0.0047850000000000011 -0.010394999999999998 -0.004174999999999999 -0.41776999999999992 0.12173000000000002 -0.10982499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 8 -2 11 7 21 9 12 -11 13 -3 14 15 23 17 -16 -17 -15 -13 -6 -18 -1
right_child=4 2 -4 -5 6 -7 -8 -9 -10 10 -12 20 -14 19 16 18 22 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0037448233774247572 0.00015022578616848327 0.0016615131934143636 0.0036721568656484962 0.0033262728989205659 0.0014728623636516669 0.0024844843900603091 0.00068117220347513254 0.0020028814914989832 0.0024662884523786784 0.0018486481243052599 0.00061072888485810839 0.0038840882968149875 0.0025761183636100115 0.0037961180845122689 0.0033196013279899205 0.002904373023150472 0.0030930538558631825 0.0039939774781471721 0.0023290580194824718 0.0032356322474934385 0.0032987442627988306 0.00089791095714699017 0.0026232272296911065 0.0033165189886920836
leaf_weight=62 63 53 95 66 63 102 85 91 97 71 52 75 83 80 445 577 355 57 57 87 66 66 53 79
leaf_count=62 63 53 95 66 63 102 85 91 97 71 52 75 83 80 445 577 355 57 57 87 66 66 53 79
internal_value=0 0.00301122 0.00246162 0.00218905 0.00109179 0.00314684 0.00128619 0.00151984 0.00197814 0.00179523 0.0013255 0.00318073 0.00221987 0.00314801 0.00311269 0.0029714 0.00323299 0.00339622 0.00285269 0.00350428 0.00361027 0.00117889 0.00303208 0.00350503
internal_weight=0 2612 517 422 368 2095 305 220 356 259 123 1993 136 1852 1685 775 910 502 634 167 141 129 408 141
internal_count=2980 2612 517 422 368 2095 305 220 356 259 123 1993 136 1852 1685 775 910 502 634 167 141 129 408 141
is_linear=0
shrinkage=0.00231039


Tree=1383
num_leaves=33
num_cat=0
split_feature=0 2 13 4 42 0 12 2 4 401 1 12 42 1 42 12 4 0 13 0 4 4 0 0 4 2 483 42 0 42 12 1
split_gain=5.12402 4.90985 6.17839 3.24125 3.51011 3.1692 4.76624 4.88666 2.98828 2.68723 2.57799 6.54154 2.4594 3.00283 4.3994 3.67025 4.4515 2.49909 2.29043 2.13334 2.04139 3.26985 2.03639 2.02057 2.41808 1.87499 1.69135 1.64623 1.11885 1.09398 0.959288 0.861514
threshold=-0.23395499999999997 0.098655000000000007 0.23904000000000003 -0.082199999999999981 0.088060000000000013 -0.079684999999999992 -0.094269999999999979 0.13388500000000003 0.50541500000000006 0.079655000000000017 0.11215000000000001 0.087765000000000024 0.091555000000000011 0.091535000000000019 0.073240000000000013 0.082795000000000021 -0.0005399999999999999 -0.086134999999999975 -0.053249999999999999 0.051660000000000005 -0.34140499999999996 -0.12685999999999997 -0.080444999999999975 -0.047019999999999999 -0.012164999999999999 0.10859000000000001 0.092865000000000017 0.094110000000000013 -0.072039999999999979 0.097585000000000019 0.085005000000000011 0.11378500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 4 9 6 -3 10 19 20 11 -8 13 15 17 16 -5 -15 27 23 -2 -22 26 24 -7 -21 -17 -14 29 -29 -23 -19
right_child=1 2 -4 12 -6 8 7 -9 -10 -11 -12 -13 18 14 -16 22 -18 31 -20 25 21 30 -24 -25 -26 -27 -28 28 -30 -31 -32 -33
leaf_value=0.0023710379674308909 0.0021093941483593635 0.0015395845109899072 -0.0020369522591440286 -0.0018342161008961769 0.0023433255995599029 0.0015828530302802574 -0.0023126502206798636 -0.0024108557652455678 -0.00079439337774794383 -0.00046385989722933299 0.0010822763606665245 0.0006536245064588756 -0.00041636294855460193 -6.7817123252041458e-05 0.0028085954457484591 0.0009768787852754081 0.00076806754397156592 0.0019511080930260849 -0.00094254042748794767 0.001012832097314243 -0.0006202432103375857 0.0019420863259886675 -0.00015555570146995817 0.002106509706194702 0.00018034404396914731 -0.00071130572984536098 -0.0002641966388662196 0.0011847893255967049 0.0015303453505633809 4.0313439510511934e-05 0.00099322954846436571 0.00083790354768375293
leaf_weight=75 79 56 53 58 100 103 58 53 55 52 56 77 81 77 71 615 59 70 70 52 52 61 97 75 117 61 53 56 54 111 217 56
leaf_count=75 79 56 53 58 100 103 58 53 55 52 56 77 81 77 71 615 59 70 70 52 52 61 97 75 117 61 53 56 54 111 217 56
internal_value=0 0.000604481 0.000165521 0.000775912 0.00120975 0.000318604 -0.000215378 -0.000618448 0.000664751 0.000963703 -0.000120705 -0.000620247 0.000616583 0.000768434 0.00137869 0.000578773 -0.000521345 0.000878218 0.000144512 0.000861624 0.00114538 0.00091438 0.00074712 0.00116022 0.000837297 8.14725e-05 0.000878304 0.000396714 0.000695041 0.000424516 0.00120169 0.00145692
internal_weight=0 2905 816 2089 561 763 300 244 463 461 191 135 1528 1156 274 882 117 203 372 408 409 330 765 295 220 113 668 302 221 167 278 126
internal_count=2980 2905 816 2089 561 763 300 244 463 461 191 135 1528 1156 274 882 117 203 372 408 409 330 765 295 220 113 668 302 221 167 278 126
is_linear=0
shrinkage=0.0066716


Tree=1384
num_leaves=21
num_cat=0
split_feature=4 2 12 3 2 4 12 11 3 3 2 0 2 4 2 124 0 3 12 3
split_gain=355.182 158.041 105.832 38.7597 31.5068 21.8496 15.6932 24.0194 22.3299 15.5815 10.1808 9.72024 8.59545 8.55458 7.57135 6.42334 5.11564 4.0669 2.37234 1.47976
threshold=0.31392000000000003 0.13388500000000003 -1.0000000180025095e-35 0.11391500000000002 0.14019000000000004 -0.0029949999999999998 0.093125000000000013 1.0000000180025095e-35 -0.10859999999999999 -0.06656999999999999 0.153865 -0.18713499999999997 -0.0050599999999999994 0.032770000000000001 0.08895500000000002 -0.048219999999999992 -0.041534999999999996 -0.11151499999999999 -0.085549999999999973 -0.077384999999999995
decision_type=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 9 12 7 8 -4 -2 -3 -11 -1 16 -10 -7 17 -8 -13 -15
right_child=4 10 3 -5 -6 15 13 -9 14 11 -12 18 -14 19 -16 -17 -18 -19 -20 -21
leaf_value=0.00084860660234766937 0.0023404979548485552 0.0016720279773592679 0.0027700661792052373 0.0021307915286886141 -0.00017029135726315904 0.0024278301503198518 0.0045152575891214989 0.0053127531744890707 0.0042279419280656007 0.0018957472671023762 0.00032070698445087041 0.0010021980934206446 0.0021184356546348256 0.0028683535204053257 0.003841672701023769 0.0035756268049540493 0.0032592068976033104 0.00383594113282482 0.00030811369492727105 0.0033740752050685514
leaf_weight=52 81 71 72 64 85 52 56 89 988 54 55 58 69 57 397 57 77 417 52 77
leaf_count=52 81 71 72 64 85 52 56 89 988 54 55 58 69 57 397 57 77 417 52 77
internal_value=0 0.00365841 0.003787 0.00393981 0.00106568 0.00226275 0.00399172 0.00412335 0.00405068 0.00149459 0.00108237 0.00107665 0.00157293 0.00369415 0.00411724 0.00302829 0.00382446 0.00391642 0.000674314 0.00315914
internal_weight=0 2650 2524 2294 330 230 2230 1546 1457 245 126 164 121 684 1385 109 550 473 110 134
internal_count=2980 2650 2524 2294 330 230 2230 1546 1457 245 126 164 121 684 1385 109 550 473 110 134
is_linear=0
shrinkage=0.00235659


Tree=1385
num_leaves=17
num_cat=0
split_feature=2 13 1 43 34 1 13 14 15 1453 15 159 51 2 13 159
split_gain=4.04773 5.01778 3.10226 4.1617 5.6585 3.63443 3.47612 3.9951 4.98698 2.44253 2.12252 2.42586 2.9517 2.17154 1.57646 0.513881
threshold=0.16993500000000003 0.27139000000000008 0.088735000000000022 -0.08564999999999999 -0.083799999999999986 0.10835000000000002 -0.090744999999999978 -1.0000000180025095e-35 -0.094839999999999994 -0.077314999999999981 0.11635000000000001 -0.16927999999999996 0.10934000000000001 0.097300000000000011 -0.18997999999999995 0.086140000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 5 -5 -4 14 -8 -9 -1 11 -11 13 -13 15 -6
right_child=-2 -3 3 4 6 -7 7 8 -10 10 -12 12 -14 -15 -16 -17
leaf_value=-0.0003395844695777734 -0.0007933650733044661 0.0026402869715404158 0.00025014370892983506 0.0025377913032367384 -0.00033658734449440686 -0.0019050321951000566 0.0020361650161895119 -0.00066610955615129246 0.00077020717414623061 0.0020805633488414615 -6.734061222915137e-05 0.00084485770857054194 -0.00060437955703694472 0.0014880757501485797 -0.0011863301326835839 0.00055354670702249548
leaf_weight=69 76 58 81 59 57 57 79 130 505 80 89 1195 53 277 65 54
leaf_count=69 76 58 81 59 57 57 79 130 505 80 89 1195 53 277 65 54
internal_value=0 0.000735287 0.000696494 0.000421542 0.000575913 -0.000639532 0.000445778 0.000648764 0.000476048 0.000865979 0.000915125 0.000969648 0.000911324 0.000965946 -0.000377304 9.58218e-05
internal_weight=0 2908 2850 1087 949 138 890 714 635 1763 1694 1605 1525 1472 176 111
internal_count=2984 2908 2850 1087 949 138 890 714 635 1763 1694 1605 1525 1472 176 111
is_linear=0
shrinkage=0.00654078


Tree=1386
num_leaves=32
num_cat=0
split_feature=1 3 3 1 12 3 12 14 3 12 42 0 13 12 3 16 1 1453 42 16 13 0 42 13 12 1446 16 3 16 0 3
split_gain=320.492 51.2486 25.1054 22.8696 22.4816 19.8154 17.273 10.6157 10.4774 8.861 11.9683 8.01869 7.75472 7.64089 6.95164 4.22553 3.8665 3.6885 3.38035 4.60371 3.29998 3.17693 3.01344 3.41329 2.68169 2.29822 2.28141 1.87118 1.26583 0.877961 1.00651
threshold=0.10575500000000002 -0.06656999999999999 0.3148450000000001 0.08864000000000001 0.088395000000000015 0.095880000000000007 0.091625000000000012 0.064610000000000015 -0.0082999999999999984 0.091495000000000007 0.088805000000000009 -0.06952499999999999 -0.0087649999999999985 0.084535000000000013 0.143375 -0.069694999999999993 0.13074500000000003 -0.077314999999999981 0.085495000000000015 -0.020389999999999995 0.080625000000000016 -0.050704999999999993 -0.087244999999999975 -0.078924999999999981 0.093455000000000024 0.084275000000000017 -0.070834999999999995 -0.081864999999999979 -0.088824999999999987 -0.071379999999999985 -0.078254999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 5 6 8 12 7 17 13 -2 -11 22 16 -5 -7 -10 -3 -1 -13 -20 21 25 -8 -24 27 -19 28 -6 -25 30 -26
right_child=1 2 -4 4 24 14 11 -9 15 10 -12 18 -14 -15 -16 -17 -18 20 19 -21 -22 -23 23 26 29 -27 -28 -29 -30 -31 -32
leaf_value=0.0032481940092731519 0.0019780742816641983 0.0019133855460285903 0.00035033940468789997 0.0016132946686910326 0.0041721405299677715 0.0027483950547597235 0.0039636170405805285 0.0047767825141340143 0.0027012918367580407 0.0038165528715196281 0.0025029507338951212 0.0033821496305971445 0.00067418411697899418 0.0028058302269283399 0.0017417250999122165 0.0035441311619111805 0.001124626403772112 0.0038245862114398774 0.0032424589820482662 0.002303867419449906 0.0033232648414696954 0.0044288500305038857 0.0039904171836770445 0.0033533374050866809 0.0030702071450328921 0.00417231719689684 0.0030979064331321344 0.0036270759622102082 0.0038337353472660098 0.0036519962165029113 0.0035163280371005813
leaf_weight=53 53 73 94 59 56 82 88 65 60 62 84 76 81 52 62 63 57 921 52 56 56 54 54 65 53 111 100 80 52 56 54
leaf_count=53 53 73 94 59 56 82 88 65 60 62 84 76 81 52 62 63 57 921 52 56 56 54 54 65 53 111 100 80 52 56 54
internal_value=0 0.00181571 0.00139153 0.0036162 0.00320368 0.00166716 0.00373813 0.00388381 0.00267743 0.00277267 0.00306095 0.00340006 0.00122483 0.00217218 0.00231514 0.00313319 0.00156773 0.00383522 0.00301476 0.00275601 0.00386244 0.00389022 0.00359746 0.00347848 0.00361544 0.00386201 0.00335097 0.00385169 0.00356705 0.00341818 0.00329558
internal_weight=0 648 449 2336 533 355 1803 1260 234 199 146 543 211 111 144 123 130 1195 184 108 1142 1086 359 271 299 1032 217 136 117 163 107
internal_count=2984 648 449 2336 533 355 1803 1260 234 199 146 543 211 111 144 123 130 1195 184 108 1142 1086 359 271 299 1032 217 136 117 163 107
is_linear=0
shrinkage=0.00226508


Tree=1387
num_leaves=10
num_cat=0
split_feature=3 13 97 9 3 151 0 13 1212
split_gain=4.75378 7.60513 3.97222 3.57402 3.08322 2.74743 4.0675 2.11651 2.40215
threshold=0.28833000000000003 -0.47365999999999991 -0.0047149999999999996 0.091655000000000014 0.12745000000000004 0.10280000000000002 -0.23395499999999997 0.26746000000000009 0.12218000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4 8 -8
right_child=1 -3 3 -5 -6 -7 7 -9 -10
leaf_value=-0.00094807958238819637 0.0013976870687069688 -0.0025078555169828405 0.0029927495988956855 0.0031256664683350713 0.0025882761129917219 -0.00073755712039732288 0.00083628996674939195 0.0023112140222274094 0.0024981465117813019
leaf_weight=70 64 68 64 52 76 64 2397 70 59
leaf_count=70 64 68 64 52 76 64 2397 70 59
internal_value=0 -0.000613601 0.000964668 0.00101283 0.000972551 0.00092625 0.000967397 0.000916048 0.000876248
internal_weight=0 132 2852 2782 2730 2654 2590 2526 2456
internal_count=2984 132 2852 2782 2730 2654 2590 2526 2456
is_linear=0
shrinkage=0.00813264


Tree=1388
num_leaves=10
num_cat=0
split_feature=14 97 14 14 48 1453 3 9 3
split_gain=3.6197 3.18129 3.63305 2.32087 3.7904 2.84552 2.42318 4.93303 2.04287
threshold=-0.31108499999999994 -0.0047149999999999996 -1.0000000180025095e-35 0.073890000000000011 -0.078159999999999993 -0.064559999999999992 -0.0037099999999999998 0.037245000000000007 0.092005000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 -7 -8
right_child=1 2 3 -5 5 6 8 -9 -10
leaf_value=-0.0007694928963004942 -0.00093058863877087809 0.002692439789453255 -0.00078114557072606441 0.0019327969135617172 -0.00064587892800468678 0.00066131222756049969 0.0022462320679428553 0.0029929522759225189 0.00099849539736671317
leaf_weight=97 66 61 99 100 83 2061 121 57 239
leaf_count=97 66 61 99 100 83 2061 121 57 239
internal_value=0 0.000765266 0.000804972 0.000763226 0.000719225 0.000777257 0.000824959 0.000724101 0.00141811
internal_weight=0 2887 2821 2760 2660 2561 2478 2118 360
internal_count=2984 2887 2821 2760 2660 2561 2478 2118 360
is_linear=0
shrinkage=0.00781684


Tree=1389
num_leaves=17
num_cat=0
split_feature=2 14 0 34 106 40 2 2 457 1 0 1 0 403 4 1
split_gain=3.26976 2.5457 1.97634 1.90876 5.32681 1.63846 5.75316 2.23799 2.07274 4.66891 2.29698 3.52587 1.73872 1.60792 1.49839 0.800438
threshold=0.13631000000000001 -0.075274999999999995 -0.086774999999999977 -0.090429999999999996 0.016860000000000003 -0.0057599999999999986 0.093320000000000014 0.11165000000000001 0.08351500000000002 0.088395000000000015 -0.14164999999999997 0.10835000000000002 -0.11167499999999998 -0.53317999999999988 -0.073574999999999988 0.122715
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 -5 -8 10 -10 11 14 -12 -14 -7 -4
right_child=1 2 15 4 -6 8 7 -9 9 -11 12 -13 13 -15 -16 -17
leaf_value=0.0016102705663508597 -0.0013303911156395259 -0.00082050625298180145 1.297045106821146e-05 0.0023069723607830224 -0.0013925816564286458 0.0023189840410271843 -0.00045276640654552669 0.0011694324968915732 0.00068267201014119143 -0.0012603350634929637 -0.0003371934401328476 -0.00020433401766629456 -0.00028736387353771358 0.0005404508978847411 0.0011198480178687066 0.0010037489812491458
leaf_weight=54 56 53 52 77 52 58 70 52 103 75 90 53 86 1889 100 64
leaf_count=54 56 53 52 77 52 58 70 52 103 75 90 53 86 1889 100 64
internal_value=0 -0.000235605 0.00012679 0.00050692 0.00048487 0.000521693 0.00103896 0.000238144 0.00047972 -0.000135655 0.000527875 0.00111685 0.000467663 0.000504372 0.00156044 0.000560152
internal_weight=0 225 169 2759 2705 2653 199 122 2454 178 2276 211 2065 1975 158 116
internal_count=2984 225 169 2759 2705 2653 199 122 2454 178 2276 211 2065 1975 158 116
is_linear=0
shrinkage=0.00592419


Tree=1390
num_leaves=15
num_cat=0
split_feature=2 1451 9 51 51 2 400 151 447 2 14 475 16 50
split_gain=6.49938 3.98251 3.55594 2.6482 3.68774 2.47066 6.19712 3.53582 3.42514 2.72629 2.78829 2.93559 1.85748 3.68125
threshold=0.25063000000000007 0.07839500000000002 0.093040000000000012 0.10271500000000001 0.11543000000000002 0.091235000000000024 -0.014859999999999998 0.063570000000000015 0.083945000000000006 0.090640000000000012 0.056865000000000006 -0.088544999999999985 -0.039209999999999995 0.12170000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 9 -7 8 -8 10 11 -1 13 -6
right_child=-2 -3 -4 4 12 6 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.001160774571446554 -0.0025160791852176425 0.0027720422807777836 -0.0017399741900747773 -0.0023755980960078566 0.0011583889333447442 -0.0025353332796698765 0.00035769223557280237 -0.0017381962994478541 0.0022942308424366894 0.0026700219491131898 -0.0010878378512176603 0.00084983226310105517 0.0014953437196862356 -0.0017069016531052416
leaf_weight=54 53 53 53 52 60 55 831 53 71 52 60 1371 54 69
leaf_count=54 53 53 53 52 60 55 831 53 71 52 60 1371 54 69
internal_value=0 0.000473728 0.00043073 0.000472117 -0.000387086 0.000551427 0.000226212 0.000385349 0.000510225 0.000765074 0.000698308 0.000773577 0.000177463 -0.000373508
internal_weight=0 2888 2835 2782 235 2547 1010 955 902 1537 1485 1425 183 129
internal_count=2941 2888 2835 2782 235 2547 1010 955 902 1537 1485 1425 183 129
is_linear=0
shrinkage=0.0084612


Tree=1391
num_leaves=10
num_cat=0
split_feature=13 43 30 1375 1453 52 131 43 13
split_gain=3.92132 2.78934 2.98679 2.82517 2.05544 2.18339 2.27026 3.72384 3.40971
threshold=0.25137000000000004 -0.18906999999999999 0.086220000000000019 -0.10702499999999998 -0.079499999999999987 -0.56274499999999994 1.0000000180025095e-35 -0.049364999999999992 -0.43902499999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 8 -8 -7
right_child=-2 2 -4 4 5 6 7 -9 -10
leaf_value=-0.00086932577689773235 -0.0011828799354945854 -0.0011486977242983283 -0.0012077460436090944 0.0017439778823788621 0.0019395810553922317 -0.0016230287819344233 0.00059175491525249315 0.0024279277283992019 0.00036466967754601504
leaf_weight=103 99 63 65 75 57 52 364 79 1984
leaf_count=103 99 63 65 75 57 52 364 79 1984
internal_value=0 0.000368492 0.00041507 0.000454548 0.000493264 0.000456243 0.000422103 0.000919384 0.000313863
internal_weight=0 2842 2739 2674 2611 2536 2479 443 2036
internal_count=2941 2842 2739 2674 2611 2536 2479 443 2036
is_linear=0
shrinkage=0.00766357


Tree=1392
num_leaves=15
num_cat=0
split_feature=9 12 124 16 16 52 12 129 43 128 159 49 16 16
split_gain=3.69721 3.09853 3.99881 2.50409 3.3304 2.77613 5.57209 2.10344 2.85398 1.84598 1.82468 1.77633 2.07656 2.66452
threshold=0.093040000000000012 -0.19698999999999997 0.0049200000000000008 -0.4193599999999999 -0.16956499999999999 0.14295500000000003 0.085425000000000015 0.010690000000000002 -0.23933499999999996 0.085400000000000018 -0.26504999999999995 -0.052004999999999989 -0.53242499999999993 -0.50472499999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 -5 7 -7 8 -6 -9 -8 -3 -13 -14
right_child=-2 2 -4 4 5 6 10 9 -10 -11 -12 12 13 -15
leaf_value=-0.0015092245783496399 -0.0017903125372424199 -7.9519022941959336e-05 -0.0017549221368904125 -0.0011635841974750097 0.0019545484245146777 -0.0027488060301202911 0.00083794149196698259 -0.00095178032108085 0.0004936471668797232 0.00070481354874778494 -0.00059194060532659365 0.0024687753503551475 -0.00037238371004813807 0.0019922439631033565
leaf_weight=60 56 61 58 96 93 53 126 119 1825 71 111 86 62 64
leaf_count=60 56 61 58 96 93 53 126 119 1825 71 111 86 62 64
internal_value=0 0.000319315 0.000358182 0.000402507 0.000321514 0.000381004 -0.000364867 0.000483656 0.000564529 -0.00033228 0.000167884 0.0011421 0.00149401 0.000828008
internal_weight=0 2885 2825 2767 2494 2398 290 2108 1918 190 237 273 212 126
internal_count=2941 2885 2825 2767 2494 2398 290 2108 1918 190 237 273 212 126
is_linear=0
shrinkage=0.00813264


Tree=1393
num_leaves=30
num_cat=0
split_feature=1 52 1 52 0 10 43 4 4 47 0 1 0 0 16 40 4 16 51 1 15 1 0 133 4 16 42 4 0
split_gain=298.957 80.3758 38.6363 31.9711 20.7367 17.3777 16.5588 18.4615 12.4314 12.3727 11.7073 9.84731 10.6712 9.37845 8.92159 6.06606 5.69899 9.70388 5.15216 4.31047 8.33385 7.35406 3.76133 3.30468 2.3376 2.09798 2.06181 1.94339 1.22719
threshold=0.10054 -0.41694999999999993 0.12381000000000002 0.13675000000000001 -0.06952499999999999 -0.088499999999999981 -0.116045 -0.4950449999999999 0.51292000000000015 0.10280000000000002 -0.034759999999999992 0.089605000000000018 -0.10028499999999999 -0.14680499999999999 -0.093484999999999985 -0.025204999999999995 0.032770000000000001 -0.11807499999999999 0.11984500000000002 0.11189500000000001 -0.092099999999999987 0.11657000000000002 -0.097774999999999987 0.087720000000000006 -0.050244999999999991 -0.061714999999999992 0.090945000000000012 -0.012164999999999999 -0.11167499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 9 11 -4 -6 -8 15 19 27 13 -13 14 -1 -7 18 28 22 20 -3 -21 -15 -24 26 -17 -14 -9 -18
right_child=1 2 5 -5 6 8 7 10 -10 -11 -12 12 24 16 -16 25 17 -19 -20 21 -22 -23 23 -25 -26 -27 -28 -29 -30
leaf_value=0.0033239732265708992 0.0033900084822697761 3.9593523678581759e-05 -0.00078748360530872844 0.003152220049513774 0.0014140632616614298 0.00044150775536760413 0.0038323244508176348 0.0030202914935276519 -0.0001099186323906738 0.0021946640482203221 0.0016582065919555715 0.0020457685191713967 0.002503470518747095 0.0039288355068180358 0.0046338584798501659 0.0010709466211838584 0.0035069464702016844 0.0021735724021450286 0.0025527308088053096 0.0019738768745161395 0.0012093681249483131 0.00079555864799338511 0.0033622233069419386 0.0030726775450379416 0.0033623848408839878 0.0017329441309885966 0.0031485946641556309 0.0024755032883691046 0.0030063809091535857
leaf_weight=64 98 52 52 61 57 55 73 101 70 68 69 77 52 53 53 53 60 74 52 61 97 57 815 303 90 54 60 58 52
leaf_count=64 98 52 52 61 57 55 73 101 70 68 69 77 52 53 53 53 60 74 52 61 97 57 815 303 90 54 60 58 52
internal_value=0 0.00139463 0.00110702 0.00158275 0.0030981 0.000443587 0.00257963 0.00280027 0.000719625 0.00129689 0.00246972 0.00320092 0.00279323 0.00327544 0.00391756 0.00107822 0.00322211 0.00283679 0.00328069 0.00106815 0.000801294 0.0014049 0.00331299 0.00328377 0.00307803 0.00140527 0.0028493 0.00282172 0.00327477
internal_weight=0 778 680 396 2163 284 358 301 232 335 228 1805 279 1526 117 162 1409 186 1223 267 149 118 1171 1118 202 107 112 159 112
internal_count=2941 778 680 396 2163 284 358 301 232 335 228 1805 279 1526 117 162 1409 186 1223 267 149 118 1171 1118 202 107 112 159 112
is_linear=0
shrinkage=0.00235659


Tree=1394
num_leaves=13
num_cat=0
split_feature=15 14 12 1456 151 13 49 41 9 124 13 13
split_gain=3.35194 3.80897 3.93294 2.73622 2.74937 5.74607 4.27823 3.00479 4.99667 4.06838 2.2973 1.81504
threshold=-0.26547499999999996 -0.45687499999999998 -0.042789999999999988 -0.085589999999999986 0.011180000000000001 -0.0012399999999999998 -0.15734499999999998 0.085175000000000015 0.082325000000000023 -0.082899999999999988 0.25472500000000003 -0.084084999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 11 6 -6 -5 8 9 -8 -11 -2
right_child=3 2 -4 4 5 -7 7 -9 -10 10 -12 -13
leaf_value=0.00096703284458622793 0.00044053057175042821 -0.0021937281135024364 0.00013490634653638396 -0.0016662742359457579 0.0006543714855340116 -0.0025684251665968978 0.0019336499366115719 0.0018680625990846707 -0.0018588766279484152 0.00045120182767099942 -0.00089560822862755742 0.0022345398597581061
leaf_weight=69 55 90 75 54 74 54 103 84 53 2080 74 76
leaf_count=69 55 90 75 54 74 54 103 84 53 2080 74 76
internal_value=0 -0.000514666 -0.00113477 0.000422487 0.000368578 -0.000704619 0.000424726 0.000471925 0.000421121 0.000474697 0.000404895 0.00148194
internal_weight=0 234 165 2707 2576 128 2448 2394 2310 2257 2154 131
internal_count=2941 234 165 2707 2576 128 2448 2394 2310 2257 2154 131
is_linear=0
shrinkage=0.0075133


Tree=1395
num_leaves=28
num_cat=0
split_feature=1 3 2 2 2 123 2 447 12 1 0 49 14 0 155 16 16 0 0 3 43 0 43 12 3 16 1213
split_gain=214.839 59.3987 21.9901 20.3029 14.985 13.0918 10.3437 9.6058 6.97186 10.9281 6.60395 9.11593 6.50584 5.99537 5.75374 5.58383 4.74055 4.50976 4.27268 5.00258 2.06751 4.54755 2.33945 2.22691 2.03939 1.90185 0.635604
threshold=0.10123500000000001 -0.049204999999999992 0.11426500000000002 0.17553000000000005 0.11366500000000002 0.08901000000000002 -1.0000000180025095e-35 0.085135000000000016 0.090285000000000018 0.089625000000000024 -0.099244999999999986 -0.05529499999999999 0.064610000000000015 -0.074249999999999997 0.084710000000000021 -0.075724999999999987 0.20277000000000003 -0.049024999999999992 -0.07002499999999999 -0.0082999999999999984 -0.03898999999999999 -0.06952499999999999 -0.15802999999999998 0.098355000000000012 -0.072649999999999978 -0.24404999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 13 5 7 6 -3 8 9 12 11 -8 18 -2 -15 -11 20 24 19 -1 21 22 -10 26 -6 -13 -22
right_child=1 3 -4 -5 17 -7 10 -9 16 15 -12 25 -14 14 -16 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28
leaf_value=0.0034208561567222609 0.0035999797974014549 0.0010693269344364048 0.0015926450125000931 0.00010793993587263771 0.0031501262212125774 0.00082518016730866628 0.0025102882690758986 0.0023843196760055091 0.0035503450743617211 0.0022723392109068787 0.0025476385581872695 0.0016864659063634399 0.0041020660539537578 0.002404002145771376 0.0032628033720419054 0.0031588171981182861 0.0026134099006095545 0.0020646491893118405 0.0039079809608567623 0.0028342716726902587 0.0032311081580317634 0.0024967129351590343 0.0030690837526427409 0.002982365238957911 0.0025687759522129315 0.0011465500042098307 0.0035192900887631418
leaf_weight=924 59 79 69 52 53 92 53 57 63 55 69 66 70 85 66 88 80 53 78 75 52 56 211 68 64 59 144
leaf_count=924 59 79 69 52 53 92 53 57 63 55 69 66 70 85 66 88 80 53 78 75 52 56 211 68 64 59 144
internal_value=0 0.00186382 0.00265966 0.00139134 0.00321459 0.00155095 0.00175569 0.00326685 0.00329245 0.00338642 0.00197512 0.00175306 0.00345726 0.00301015 0.00277953 0.00281803 0.00311257 0.00259313 0.00341533 0.00337684 0.00317976 0.00306397 0.00317982 0.0033244 0.00283232 0.00143181 0.00344295
internal_weight=0 749 279 470 2191 418 326 2021 1964 1290 247 178 1147 210 151 143 674 170 1077 999 594 330 274 264 117 125 196
internal_count=2940 749 279 470 2191 418 326 2021 1964 1290 247 178 1147 210 151 143 674 170 1077 999 594 330 274 264 117 125 196
is_linear=0
shrinkage=0.00217713


Tree=1396
num_leaves=28
num_cat=0
split_feature=3 15 3 150 12 150 15 12 13 13 157 3 0 0 3 3 52 15 159 3 12 0 16 12 3 0 16
split_gain=176.531 52.3862 30.6054 21.2631 17.1777 15.8955 12.649 11.6382 10.0017 15.405 14.7399 7.25451 6.91756 5.87242 5.66609 3.86331 4.4382 2.99774 2.96276 2.87731 2.56542 1.90396 2.66313 1.83956 1.75697 1.71108 1.12716
threshold=-0.063889999999999988 -0.26361999999999991 0.28833000000000003 0.10418000000000001 0.023990000000000004 -1.0000000180025095e-35 -0.45775499999999997 0.093245000000000008 -0.00080499999999999983 -0.0094049999999999984 -0.0048549999999999991 -0.15288999999999997 -0.060454999999999995 -0.11471499999999998 -0.15041499999999997 -0.11372999999999998 0.029970000000000007 -0.52850999999999992 0.088170000000000012 -0.078484999999999985 0.097810000000000022 -0.06976499999999998 0.035560000000000008 0.096425000000000025 -0.074084999999999998 -0.087649999999999992 -0.073554999999999995
decision_type=2 2 2 2 2 2 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 5 -1 -3 17 11 9 25 -10 -6 -12 -13 -9 -16 19 -2 21 20 -17 22 -15 -18 -21 -7 -25
right_child=1 2 -4 -5 7 8 -8 14 10 -11 12 13 -14 18 15 16 23 -19 -20 24 -22 -23 -24 26 -26 -27 -28
leaf_value=0.002554579546415311 0.0013802891214572119 0.0018909381728712312 0.0013566618745717532 0.0015446772080079294 0.0046086956653037378 0.0035159783372496864 0.00048853802048763205 0.0029389504628228634 0.0045101617605017028 0.0017297487772822391 0.0035023871263607227 0.003096925129170498 0.0024720126625269912 0.003973726965639331 0.0042395566140854147 0.0034403837781212089 0.0040731415002862523 0.0021890616939585442 0.0035122157735306661 0.0037909158816311923 0.0027442473306359418 0.0044084989083938665 0.0035593879251838208 0.0038816763160118423 0.0032429139577813139 0.0030141868225867872 0.0034309428071673011
leaf_weight=69 53 59 83 59 89 71 73 85 72 55 138 55 55 940 55 61 93 58 100 91 68 54 105 60 59 100 80
leaf_count=69 53 59 83 59 89 71 73 85 72 55 138 55 55 940 55 61 93 58 100 91 68 54 105 60 59 100 80
internal_value=0 0.00244473 0.00275394 0.00294433 0.00375844 0.00309442 0.00128172 0.00380007 0.00323899 0.00285948 0.00356254 0.00393072 0.00320889 0.00388258 0.00353091 0.0036196 0.00355295 0.00180313 0.0039186 0.00334357 0.00307363 0.00395555 0.00393212 0.00380356 0.00357554 0.00322269 0.0036243
internal_weight=0 876 692 609 2064 550 184 1995 491 226 265 1343 193 1254 652 567 512 111 1199 279 129 1099 1045 233 150 171 140
internal_count=2940 876 692 609 2064 550 184 1995 491 226 265 1343 193 1254 652 567 512 111 1199 279 129 1099 1045 233 150 171 140
is_linear=0
shrinkage=0.0024518


Tree=1397
num_leaves=10
num_cat=0
split_feature=149 1348 151 151 457 4 12 13 43
split_gain=4.34532 4.06597 4.10395 5.76954 4.78704 3.20308 3.96125 4.0725 3.06286
threshold=0.079475000000000004 0.084895000000000012 0.10051 0.015440000000000001 0.085230000000000014 0.51395000000000002 -0.14392999999999997 -0.17030499999999998 -0.019324999999999998
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 8 -7 7 -9 -10
leaf_value=0.0023817591580002993 0.0022002827276901148 -0.0011270256470739836 0.002421706417992585 -0.0015360257696556939 0.00094355493985043943 -0.00068670999320712502 -0.00082997855372569354 0.00060820933178659979 0.0031413607592455269
leaf_weight=54 74 62 54 57 62 90 91 2344 52
leaf_count=54 74 62 54 57 62 90 91 2344 52
internal_value=0 0.000562498 0.000599881 0.000564081 0.000608559 0.000549381 0.000594106 0.000554433 0.00194669
internal_weight=0 2866 2804 2750 2693 2579 2489 2435 114
internal_count=2940 2866 2804 2750 2693 2579 2489 2435 114
is_linear=0
shrinkage=0.0066716


Tree=1398
num_leaves=21
num_cat=0
split_feature=1 1 12 47 2 14 3 43 1 474 0 52 49 3 159 2 0 3 1186 0
split_gain=123.865 27.594 25.8978 22.1768 10.4782 9.1284 8.22523 11.9831 6.25445 8.26476 6.37236 6.24569 6.01975 4.40856 4.10716 5.32882 3.35959 3.31721 3.18907 2.72682
threshold=0.11883500000000001 0.10123500000000001 0.085075000000000026 0.085585000000000008 0.12750000000000003 0.064610000000000015 0.0098450000000000013 -0.081744999999999984 0.077690000000000023 0.079590000000000008 -0.11262999999999999 0.056265000000000009 0.10269000000000002 -0.015979999999999998 -0.038439999999999995 0.08647500000000001 -0.092134999999999981 -0.11151499999999999 1.0000000180025095e-35 -0.079684999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 11 5 8 7 -3 10 14 -1 13 18 -2 -10 -16 -15 -4 -12 -14
right_child=3 2 17 -5 -6 -7 -8 -9 9 -11 12 -13 19 16 15 -17 -18 -19 -20 -21
leaf_value=0.003864753777779441 0.0013313484507992837 0.0020701118485961533 0.0034492707486058725 0.002385378190709676 0.0020657530919546475 0.0038296152572772153 0.0023295536757031872 0.00052230479729695894 0.0034554714206307432 0.002210108533406795 0.0031443238864988067 0.0016742292693472242 0.0023013980002191061 0.00095190322453541731 0.0030301547017691534 0.0023800628603860004 0.00014618784230053581 0.0027665891748594393 0.003762202720668296 0.0029766939652207339
leaf_weight=72 61 68 79 100 61 98 102 54 91 100 1142 65 72 59 330 99 66 95 53 73
leaf_count=72 61 68 79 100 61 98 102 54 91 100 1142 65 72 59 330 99 66 95 53 73
internal_value=0 0.00296104 0.00236686 0.0014088 0.00306896 0.00309768 0.00181535 0.00138523 0.00306236 0.00285664 0.00315268 0.00101963 0.0031144 0.000790727 0.00298092 0.00288019 0.000526695 0.00307669 0.00317175 0.00264156
internal_weight=0 2589 398 351 2191 2130 224 122 2032 620 1412 251 1340 186 520 429 125 174 1195 145
internal_count=2940 2589 398 351 2191 2130 224 122 2032 620 1412 251 1340 186 520 429 125 174 1195 145
is_linear=0
shrinkage=0.0024518


Tree=1399
num_leaves=27
num_cat=0
split_feature=49 1 41 0 2 376 3 3 39 160 16 2 49 3 151 151 3 13 43 16 13 13 1213 15 15 43
split_gain=3.91233 4.09382 7.05239 5.15653 3.85918 4.62245 6.64723 14.4701 17.2392 3.51626 4.68416 2.8753 2.72859 2.88545 2.63351 4.4878 2.52013 2.95847 2.47691 1.87957 1.51609 1.91705 1.50299 1.394 1.09488 2.01829
threshold=-0.087529999999999983 0.077375000000000013 0.085175000000000015 -0.11262999999999999 1.0000000180025095e-35 0.083925000000000013 0.076825000000000018 -0.15624499999999999 0.084270000000000012 -1.0000000180025095e-35 -0.23389999999999997 0.10669500000000001 0.12518000000000004 -0.014924999999999999 0.084725000000000009 -0.0064299999999999991 -0.022704999999999996 -0.076349999999999987 -0.083209999999999992 -0.0038249999999999998 0.15415000000000004 0.057990000000000007 0.062550000000000008 -0.0073449999999999991 -0.080264999999999989 -0.076024999999999995
decision_type=2 2 2 2 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 4 -2 16 6 7 11 -9 19 -11 -6 13 20 15 -1 18 -18 23 -8 21 22 -5 -3 -20 -26
right_child=1 2 -4 12 5 -7 9 8 -10 10 -12 -13 -14 -15 -16 -17 17 -19 24 -21 -22 -23 -24 -25 25 -27
leaf_value=0.0030547035556260744 0.0030377817172152844 0.0029681524930191927 0.0030734139390424841 0.00089316324763313653 -0.00050076108262929377 0.0019107159008560268 0.00047935742464774234 -0.0056553720495943986 6.1416549892337676e-06 0.001369745023712215 -0.0013438070477326189 0.0021899238661824993 -0.00086471420589669091 -0.00093869773858903862 0.003396138235330783 -6.2311093576155403e-05 0.0011018072020600146 -0.0013288520490847499 0.0014262994244835969 0.0025832868972637322 0.0020456874751916092 -0.000337371669719807 0.0017285445212412128 0.0010903774814474527 -0.00091298586915329008 0.0007131221434702273
leaf_weight=53 76 52 60 917 53 59 60 80 64 66 116 52 58 52 55 72 56 81 89 53 88 73 169 53 62 271
leaf_count=53 76 52 60 917 53 59 60 80 64 66 116 52 58 52 55 72 56 81 89 53 88 73 169 53 62 271
internal_value=0 0.000674451 0.000348865 0.000975892 0.000219773 -0.000251118 -0.000485741 -0.00146431 -0.00313854 0.000339946 -0.000359295 0.000830942 0.00086035 0.00093744 0.00191223 0.00125861 0.000647535 -0.000334664 0.000903035 0.00146692 0.00101574 0.000937469 0.00102324 0.00202115 0.000624625 0.000410103
internal_weight=0 2760 1327 1433 1267 603 544 249 144 295 182 105 1357 1299 180 125 664 137 527 113 1247 1159 1086 105 422 333
internal_count=2940 2760 1327 1433 1267 603 544 249 144 295 182 105 1357 1299 180 125 664 137 527 113 1247 1159 1086 105 422 333
is_linear=0
shrinkage=0.00813264


Tree=1400
num_leaves=25
num_cat=0
split_feature=1 16 42 42 42 4 160 1429 12 13 3 4 160 3 160 15 52 12 3 3 4 51 16 52
split_gain=4.03921 2.87573 2.8383 4.94728 3.79067 3.292 3.35236 2.61511 3.09445 3.82923 2.91619 4.67584 3.49443 4.58895 4.36336 2.17079 2.77497 3.50242 1.56655 1.80881 1.55555 1.22039 0.732553 0.515025
threshold=0.14195000000000002 -0.15693499999999996 0.086555000000000007 0.085790000000000019 0.087170000000000011 -0.00076499999999999995 -0.070644999999999986 0.086295000000000011 -0.084509999999999988 -0.0090849999999999976 -0.16270999999999997 -0.42305999999999994 0.051580000000000008 0.10856000000000002 0.086110000000000006 -0.074124999999999983 -0.0078749999999999983 0.086085000000000009 -0.077564999999999981 -0.0066499999999999988 -0.079524999999999985 0.0045000000000000014 -0.075724999999999987 -0.072144999999999987
decision_type=2 2 2 2 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 -4 15 -7 8 9 -1 11 -10 13 -12 -14 21 23 -18 -8 22 -19 -6 -20 -17
right_child=1 -3 4 -5 5 6 18 -9 10 -11 12 -13 14 -15 -16 16 17 20 19 -21 -22 -23 -24 -25
leaf_value=0.00053919622766184373 0.00034060530036402424 -0.0018869565856892089 -0.0016334275491965658 0.0025174805471472809 0.00082372717213418506 0.00084208039174861666 -0.001610038931629122 0.0018291075605841162 0.001035086084122666 -0.0019823495039685861 0.00074157196530156145 -0.0019701927739657877 0.0033517962785460879 -0.00066304337781539549 0.00099584248830985613 -9.9715417909721575e-05 0.0022098427539535121 -0.00037056464516070528 0.00082496774345034265 -0.0014207648336811991 0.00071243716579978938 0.0023564726502909882 -0.00037540873901622808 -0.0010285731818950672
leaf_weight=75 58 63 54 75 57 101 73 89 53 54 1055 55 54 137 171 74 69 93 52 53 269 52 54 54
leaf_count=75 58 63 54 75 57 101 73 89 53 54 1055 55 54 137 171 74 69 93 52 53 269 52 54 54
internal_value=0 -0.000818563 0.000528132 0.000701063 0.00023006 0.000330665 -0.000255727 0.00062286 0.000557906 -0.000515737 0.000648776 -0.000494666 0.000735981 0.000580071 0.00156161 0.000623098 0.00044112 0.000718474 -0.000733984 -0.000331285 0.000433994 0.00155565 0.000212728 -0.00049218
internal_weight=0 121 2873 1818 1055 1001 333 1743 1654 129 1525 108 1417 1192 225 668 559 431 232 159 362 109 106 128
internal_count=2994 121 2873 1818 1055 1001 333 1743 1654 129 1525 108 1417 1192 225 668 559 431 232 159 362 109 106 128
is_linear=0
shrinkage=0.00722155


Tree=1401
num_leaves=15
num_cat=0
split_feature=2 39 2 106 42 41 41 42 42 4 4 0 52 16
split_gain=2.90198 3.94652 3.38336 2.52551 2.59347 5.63555 3.67985 3.50125 3.21523 4.09068 3.10277 4.69987 3.86067 1.90996
threshold=0.17553000000000005 0.10096000000000001 0.10121500000000001 0.085650000000000018 0.086555000000000007 0.083270000000000011 0.075585000000000013 -0.14592499999999997 0.087170000000000011 -0.085739999999999997 -0.27577999999999997 -0.067969999999999989 -0.043914999999999989 -0.076029999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 8 7 -1 -6 -10 12 -12 -9 -11
right_child=-2 2 -4 -5 5 -7 -8 10 9 13 11 -13 -14 -15
leaf_value=0.0023436434331430252 -0.001127886047378824 0.0005104744379306154 -0.0023963969255177604 -0.0012098412381210128 -0.0015917442161737217 -0.0023983727562263846 0.002660998664519527 0.00088697309266370136 0.0027915116076355682 0.00091946804995750081 0.00065640792810929462 -0.00097209937542664369 0.0036163397048155645 7.8532281743696854e-05
leaf_weight=90 80 54 61 56 54 54 73 130 54 306 1263 141 52 526
leaf_count=90 80 54 61 56 54 54 73 130 54 306 1263 141 52 526
internal_value=0 0.000505271 -0.00103065 0.000568408 0.000604745 0.000259497 0.000800906 0.000719834 0.00041228 0.000534523 0.000627632 0.000492797 0.00166729 0.000387927
internal_weight=0 2914 115 2799 2743 994 1749 1676 940 886 1586 1404 182 832
internal_count=2994 2914 115 2799 2743 994 1749 1676 940 886 1586 1404 182 832
is_linear=0
shrinkage=0.0084612


Tree=1402
num_leaves=30
num_cat=0
split_feature=1 52 1 12 39 2 14 2 4 1 12 48 12 12 12 4 1 16 42 43 474 133 43 4 50 4 43 1 2
split_gain=215.664 46.8329 29.6667 30.6658 20.4622 14.5901 13.9742 12.0438 11.2104 9.64773 8.93979 7.87449 5.60277 5.59545 5.52561 5.05975 4.98437 4.26256 4.1622 13.0473 3.79424 3.18286 3.00066 4.70385 2.02836 1.9221 1.48223 1.1557 0.531884
threshold=0.10398500000000001 -0.42198999999999992 0.13699000000000003 0.088365000000000013 0.0047850000000000011 0.10179000000000001 0.056865000000000006 0.17553000000000005 0.094220000000000012 0.088035000000000016 0.085655000000000023 0.085130000000000025 -0.041014999999999989 0.091290000000000024 0.11619500000000001 0.51326500000000019 0.11561500000000001 -0.52541999999999989 -0.026374999999999999 -0.078949999999999979 0.091715000000000019 0.093845000000000026 -0.00017499999999999997 -0.00076499999999999995 0.090630000000000016 0.046185000000000004 -0.031974999999999996 0.089455000000000021 0.091040000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 8 5 6 13 12 11 -6 -7 -3 -4 20 21 17 -5 -10 27 -20 22 26 25 -24 -21 -1 -12 28 -15
right_child=1 2 7 16 9 10 -8 -9 15 -11 14 -13 -14 18 -16 -17 -18 -19 19 24 -22 -23 23 -25 -26 -27 -28 -29 -30
leaf_value=0.0038462377880545931 0.0037973521963192143 0.00042798191132861595 0.0008449973347309488 0.0036638595969153689 0.0032259968706689051 0.0022489134769844211 0.0046544296472601525 -7.2709055599575221e-05 0.0019216553297505543 0.0018981565492451789 0.0039406495312275152 0.0016050591130572982 0.0019074015966656659 0.0039570296433519385 0.0026269093452196027 0.0015501008941360842 0.002664223501784772 0.002868942354066247 0.0021036884307630227 0.0033099728914111285 0.0030771194410651845 0.0030026108752495575 0.0033430258888424644 0.0040057913958130974 0.0037859088903739761 0.0033640435324690577 0.003452674712249438 0.0033547669020692283 0.0036577811004186189
leaf_weight=792 75 52 67 57 68 60 82 54 55 64 67 100 54 65 59 63 64 60 52 188 55 62 225 91 77 54 89 52 91
leaf_count=792 75 52 67 57 68 60 82 54 55 64 67 100 54 65 59 63 64 60 52 188 55 62 225 91 77 54 89 52 91
internal_value=0 0.00196618 0.00174675 0.00207927 0.00352024 0.00357751 0.00366419 0.000889647 0.00169197 0.00258239 0.00310831 0.00120255 0.00131934 0.00361756 0.00329437 0.00210975 0.00313534 0.00241612 0.00340538 0.00322787 0.00370907 0.00347489 0.00373895 0.00353397 0.00344836 0.00381549 0.00366242 0.00367579 0.00378264
internal_weight=0 701 626 451 2293 2161 1824 175 330 132 337 152 121 1742 277 178 121 115 525 317 1217 218 1162 316 265 846 156 208 156
internal_count=2994 701 626 451 2293 2161 1824 175 330 132 337 152 121 1742 277 178 121 115 525 317 1217 218 1162 316 265 846 156 208 156
is_linear=0
shrinkage=0.0024518


Tree=1403
num_leaves=20
num_cat=0
split_feature=1 3 4 124 1 4 3 3 12 4 0 0 40 40 3 50 3 16 16
split_gain=262.03 50.9501 21.2644 17.9885 16.0732 12.1981 10.7004 17.4287 8.93005 7.25736 13.9083 7.09385 7.0175 8.97254 5.66466 4.89195 7.94793 4.7195 4.56017
threshold=0.10398500000000001 -0.049204999999999992 0.41552000000000006 -0.084084999999999979 0.14516000000000004 0.24099500000000004 0.085880000000000012 0.28833000000000003 0.11697000000000002 -0.082274999999999987 -0.10998999999999999 -0.052874999999999998 -0.062739999999999976 -0.08440499999999998 0.088880000000000015 0.089145000000000016 -0.12077499999999998 0.11702000000000001 0.26411500000000004
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 -1 6 8 12 -8 9 10 -5 14 13 -3 17 16 -12 -11 -2
right_child=1 4 -4 5 -6 -7 7 -9 -10 11 15 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0029993614522190425 0.0034019568458304008 0.0014731546181778155 0.0022068110896570898 0.0054087311446583295 0.0012392652942157932 0.0032391630892626756 0.0033156770622692882 0.0019224892349351264 0.0033755800197743024 0.0041973000882513977 0.0035549151364955454 0.0033160693988662396 0.0012399532832679065 0.0026537367470847793 0.0034095126815302437 0.0049033534937899985 0.0043252066715032149 0.0037689549679434447 0.0041033929145601594
leaf_weight=73 102 52 61 59 88 75 98 81 71 1213 79 56 53 82 53 55 416 143 84
leaf_count=73 102 52 61 59 88 75 98 81 71 1213 79 56 53 82 53 55 416 143 84
internal_value=0 0.00253371 0.00334554 0.00408522 0.00209198 0.00412091 0.00229694 0.00268537 0.00415173 0.00417829 0.00438259 0.00409335 0.001925 0.00219578 0.00412423 0.00427247 0.00420232 0.00415215 0.00371886
internal_weight=0 701 247 2293 454 2220 366 179 2145 2074 609 1465 187 134 1409 550 495 1356 186
internal_count=2994 701 247 2293 454 2220 366 179 2145 2074 609 1465 187 134 1409 550 495 1356 186
is_linear=0
shrinkage=0.00222067


Tree=1404
num_leaves=16
num_cat=0
split_feature=3 123 390 133 13 3 16 3 43 3 1 1212 13 16 3
split_gain=3.73934 3.47845 1.70356 1.68732 2.39479 2.52254 3.32139 3.26069 2.85048 2.45954 2.45861 0.843894 1.34867 1.13487 0.352963
threshold=0.35004500000000011 0.09394000000000001 0.087070000000000022 -0.081204999999999986 0.26379000000000002 -0.0037099999999999998 -0.53242499999999993 -0.046079999999999989 0.082870000000000013 0.081495000000000012 0.09518500000000002 0.058905000000000006 -0.0045949999999999993 -0.081324999999999995 -0.081404999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 7 -7 8 -5 -8 -9 12 13 14 -1
right_child=-2 -3 -4 4 -6 6 9 10 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.0018151498887350253 -0.00098975224186432153 -0.00080917998676566238 -0.00060202579315434088 0.00078423581741905919 0.002245310651095764 -0.00058704847421681096 0.0028310743886363677 0.0010109148308263341 -0.0010056928264319878 0.0012275649825977083 -0.0010890683378177177 0.0020753782117917743 0.0020004077314965049 0.00019434593296159102 0.00097784560120490788
leaf_weight=57 80 87 53 1635 72 53 82 53 61 279 121 84 92 103 82
leaf_count=57 80 87 53 1635 72 53 82 53 61 279 121 84 92 103 82
internal_value=0 0.000792019 0.000841326 0.000868934 0.000784361 0.000738268 0.00131286 0.000611012 0.000719806 0.00159204 -0.000448919 0.00134541 0.00116156 0.000842306 0.00132183
internal_weight=0 2914 2827 2774 2356 2284 414 1870 1696 361 174 418 334 242 139
internal_count=2994 2914 2827 2774 2356 2284 414 1870 1696 361 174 418 334 242 139
is_linear=0
shrinkage=0.00813264


Tree=1405
num_leaves=20
num_cat=0
split_feature=15 10 13 39 15 0 10 15 15 51 0 155 42 13 48 49 13 159 133
split_gain=148.072 73.4871 41.6799 25.8037 20.2247 22.6256 14.7401 10.3684 8.85517 9.20466 7.44133 9.09865 5.53801 5.42544 5.06329 4.94563 3.7765 3.63964 0.996729
threshold=-0.26361999999999991 -1.0000000180025095e-35 -0.16392499999999996 0.091910000000000006 0.037885000000000009 -0.13165999999999997 -0.15282499999999996 -0.10566999999999999 0.13592500000000005 0.043405000000000006 -0.062109999999999992 0.097355000000000011 0.099300000000000013 -0.0073899999999999999 0.088965000000000002 -0.062709999999999974 -0.009244999999999998 -0.28644999999999993 0.085980000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 6 14 4 5 7 -2 -4 9 17 12 -12 -7 18 -3 -9 -11 -6 -1
right_child=1 2 3 -5 8 10 -8 15 -10 16 11 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00057700687111258183 0.00035913998735767947 0.0021689425677121885 0.0029577403751537166 0.0018931309978010512 0.0028363738580275645 0.0033133612701293147 0.0019573168594686822 0.0024170975133987788 0.0026373399750889439 0.0037349236701968258 0.0024905438188926243 0.0034380769567138691 0.0025744976402812909 0.0014724462730531815 0.0011808285201763734 0.001481710923932055 0.0046094902079234397 0.0034702347753549829 0.00099492163172690902
leaf_weight=78 54 65 84 85 54 792 79 56 69 58 172 84 61 102 52 72 53 840 54
leaf_count=78 54 65 84 85 54 792 79 56 69 58 172 84 61 102 52 72 53 840 54
internal_value=0 0.00301747 0.00310497 0.00316983 0.00321513 0.00301971 0.00130862 0.00231387 0.00345546 0.00351161 0.00315462 0.00280155 0.00326055 0.00106398 0.00173 0.00189114 0.00415274 0.00343198 0.000748163
internal_weight=0 2730 2597 2480 2395 1321 133 212 1074 1005 1109 256 853 234 117 128 111 894 132
internal_count=2964 2730 2597 2480 2395 1321 133 212 1074 1005 1109 256 853 234 117 128 111 894 132
is_linear=0
shrinkage=0.00235659


Tree=1406
num_leaves=28
num_cat=0
split_feature=1 0 0 10 12 13 12 13 0 42 0 12 1446 42 15 402 133 13 13 42 133 133 16 42 15 15 16
split_gain=3.54614 3.50872 2.10611 2.16752 3.7485 5.43556 2.9683 3.70667 2.94896 2.62705 2.42847 2.09249 4.31856 2.04548 1.89428 1.87285 2.5485 3.08322 5.40134 4.04708 1.59213 1.64929 0.986477 0.924835 1.4256 1.30322 0.479424
threshold=0.08776500000000001 -0.108275 -0.23066499999999998 0.057650000000000007 -0.14392999999999997 -0.15325499999999995 -1.0000000180025095e-35 -0.0086749999999999969 -0.14259999999999998 0.087855000000000003 -0.09712999999999998 0.09253500000000002 0.089505000000000015 0.0069650000000000016 -0.093959999999999988 -0.095324999999999979 -0.039759999999999997 -0.064654999999999976 0.15867500000000004 -1.0000000180025095e-35 0.11330000000000001 0.092425000000000021 -0.072359999999999994 0.084185000000000024 0.0047550000000000005 -0.032144999999999993 -0.090774999999999981
decision_type=2 2 2 2 2 2 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 4 -4 26 7 9 -8 -7 -10 12 20 14 -1 -13 22 -18 19 -19 21 23 -17 25 -25 -3 -6
right_child=2 11 3 -5 5 6 8 -9 10 -11 -12 15 -14 -15 -16 16 17 18 -20 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=0.0018132919497660641 -0.0008593123610055734 0.0020603533492322 0.002697854060826893 -0.00071595810873051997 -0.0017834455654777127 0.0019403134638388915 0.0027367481598711231 -0.0016768830581481474 -0.00079426382627300501 -0.00039593535579329471 0.001012349826302915 0.0017012981881896986 0.0034758699778746922 0.0010502762894954824 0.0038577664221729337 0.0020230518408228164 0.0010602796191660027 -0.00038489751082873813 0.0014531259359824562 -0.0033170136208469621 -9.061133274749227e-05 0.0024642495915805362 0.00045939760687638211 0.00033258463101191262 0.0013772893857459032 0.0010373633636633817 -0.0006638628560626642
leaf_weight=68 74 111 60 82 52 62 63 69 56 71 591 72 52 79 58 60 91 72 52 59 81 59 52 240 144 380 54
leaf_count=68 74 111 60 82 52 62 63 69 56 71 591 72 52 79 58 60 91 72 52 59 81 59 52 240 144 380 54
internal_value=0 0.00107928 0.000497042 0.000583644 0.000682583 0.000563718 0.000770427 -0.00011642 0.00102287 0.000692477 0.000855845 0.000942204 0.00114358 0.00209855 0.0027551 0.000472869 0.000243502 -0.000187153 -0.000807945 -0.00170614 0.001024 0.00112076 0.00129786 0.00103007 0.00072458 0.00126881 -0.00121393
internal_weight=0 1730 1234 1160 1078 1018 912 202 710 133 647 1525 1067 205 126 458 386 274 183 131 1015 934 112 875 384 491 106
internal_count=2964 1730 1234 1160 1078 1018 912 202 710 133 647 1525 1067 205 126 458 386 274 183 131 1015 934 112 875 384 491 106
is_linear=0
shrinkage=0.00829529


Tree=1407
num_leaves=10
num_cat=0
split_feature=49 147 151 157 1375 147 1455 14 47
split_gain=2.62933 3.09979 2.81746 2.45113 3.65645 3.09003 2.19025 2.36994 2.59231
threshold=-0.23591499999999996 0.089245000000000005 -0.080329999999999985 -0.15081499999999998 -0.086529999999999982 0.074865000000000015 0.10575500000000002 0.05884000000000001 0.11566000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 7 8 -6
right_child=1 2 -4 4 5 -7 -8 -9 -10
leaf_value=0.0021573978048861509 -0.00059389412172784935 0.00048284170907695603 -0.0017746716765555067 0.0021300627133158355 0.00062704124519063847 0.0023117333064405277 0.0019410353164524936 -0.00069376430868549929 -0.00044817887920812626
leaf_weight=53 82 58 53 81 2334 52 57 76 118
leaf_count=53 82 58 53 81 2334 52 57 76 118
internal_value=0 0.000565625 -0.000594389 0.000611639 0.000648036 0.000602485 0.000568072 0.000537085 0.000575267
internal_weight=0 2911 111 2800 2718 2637 2585 2528 2452
internal_count=2964 2911 111 2800 2718 2637 2585 2528 2452
is_linear=0
shrinkage=0.00707995


Tree=1408
num_leaves=27
num_cat=0
split_feature=1 4 3 4 1 14 43 1 12 52 4 12 4 13 0 1 160 4 1 3 3 52 4 52 43 12
split_gain=197.637 31.1454 27.3684 15.8308 12.3401 9.93032 7.2561 6.73755 11.7582 10.5598 8.86859 8.45957 6.27934 5.84956 4.80464 4.21906 4.05667 4.06636 3.20863 2.65375 2.60575 2.55902 1.75447 1.58497 1.13431 0.97597
threshold=0.10921500000000002 0.31392000000000003 -0.049204999999999992 0.41248000000000007 0.13991000000000003 0.073890000000000011 -0.013164999999999998 0.08776500000000001 0.088395000000000015 -0.092084999999999986 -0.0062699999999999987 0.09253500000000002 -0.50393499999999991 -0.077799999999999994 -0.064994999999999983 0.12072500000000001 -0.26821999999999996 0.067120000000000013 0.093720000000000012 -0.11266 -0.09738999999999999 -1.0000000180025095e-35 0.50541500000000006 -0.24334999999999998 0.0085250000000000031 0.094045000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 15 6 7 13 11 9 -9 18 12 -1 -4 20 -2 -13 23 -11 -10 -14 -8 -6 -18 25 -21
right_child=2 -3 4 -5 22 -7 21 8 19 10 -12 16 14 -15 -16 -17 17 -19 -20 24 -22 -23 -24 -25 -26 -27
leaf_value=0.0043172602676509533 0.0033931518537914751 0.0015953759275602604 0.0017938175565073587 0.0015077036996767761 0.00099361968957429204 0.0041634265387831704 0.0024481845215201417 0.0035488426704461023 0.0039363701333593694 0.0024326777045846452 0.0030178317992565992 0.0026290592416579541 0.0040261025818424624 0.00070523990888383416 0.0027815356093962669 0.0024835993615521016 0.0029795681407600344 0.0026768239995864267 0.0016015987827602647 0.0035581061022305046 0.0035033235004075613 0.0017688341441137211 0.00039351030548153093 0.0034259173249183484 0.0030876689852430204 0.003207762490507709
leaf_weight=57 69 58 53 62 57 90 52 73 52 53 95 72 59 62 52 52 56 61 55 135 1013 85 56 286 76 73
leaf_count=57 69 58 53 62 57 90 52 73 52 53 95 72 59 62 52 52 56 61 55 135 1013 85 56 286 76 73
internal_value=0 0.00333638 0.00173738 0.00249619 0.00135686 0.00337919 0.0016529 0.00334806 0.00313207 0.00276397 0.0024816 0.00342787 0.00353701 0.00120716 0.00349742 0.00300248 0.00315647 0.00325063 0.00200968 0.00343435 0.00353212 0.00202688 0.000696447 0.00335291 0.00334234 0.00343527
internal_weight=0 2416 548 183 365 2358 252 2268 612 276 203 1656 1181 115 1124 121 475 403 108 336 1072 137 113 342 284 208
internal_count=2964 2416 548 183 365 2358 252 2268 612 276 203 1656 1181 115 1124 121 475 403 108 336 1072 137 113 342 284 208
is_linear=0
shrinkage=0.00240373


Tree=1409
num_leaves=25
num_cat=0
split_feature=1 1 16 1 39 16 123 16 1 51 51 51 16 42 16 42 1 42 16 1 160 16 133 1
split_gain=297.598 40.3033 24.3597 18.0179 14.6144 12.6079 10.9527 7.38646 6.47981 4.12036 4.29194 6.32488 3.8244 2.67453 3.28243 2.66544 2.62111 3.16415 3.10023 3.30918 2.51856 1.95177 1.91307 0.687652
threshold=0.10404000000000001 0.13074500000000003 0.23599500000000004 0.092235000000000025 0.055555000000000007 -0.0096749999999999978 0.081180000000000016 -0.5038649999999999 0.14039500000000002 -0.41601499999999997 0.11178000000000002 0.094655000000000003 -0.39761999999999992 0.090535000000000018 0.19384500000000002 0.086335000000000009 0.088010000000000019 0.098395000000000024 -0.082359999999999989 0.090820000000000012 0.10460500000000002 -0.40430999999999989 0.26639000000000007 0.096255000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 9 13 6 7 -2 12 -1 11 16 -3 14 23 -12 17 20 -18 -20 -11 -10 -19 -5
right_child=1 8 -4 4 -6 -7 -8 -9 21 10 15 -13 -14 -15 -16 -17 18 22 19 -21 -22 -23 -24 -25
leaf_value=0.0034724968846682304 0.0024979743910269873 0.0015589881620407834 0.0037916388264523596 0.003501377430595335 0.0024134683875691775 0.0017681489135299619 0.0019281877483654393 0.0034273414038721367 0.00088863124571306586 0.0041957287535671212 0.0039982136131611768 0.0048986045640699626 0.002406983821409356 0.0040117852888731965 0.0040030802619533496 0.0032874176839631248 0.0034590274559468254 0.0036376277966435758 0.0037935371926808687 0.0045053950369817264 0.0038027767293899858 0.0014459822143891615 0.0041624622183806031 0.0031416126138437152
leaf_weight=56 80 58 85 57 53 102 66 98 55 1287 58 53 52 100 54 52 67 100 94 53 91 79 57 57
leaf_count=56 80 58 85 57 53 102 66 98 55 1287 58 53 52 100 54 52 67 100 94 53 91 79 57 57
internal_value=0 0.00228815 0.00270468 0.0039997 0.00350158 0.00243758 0.00271732 0.00300978 0.00155231 0.00408094 0.00409874 0.00412536 0.00196008 0.00371667 0.00354086 0.00366242 0.00410192 0.00413489 0.00386533 0.00405036 0.0041698 0.0012174 0.00382833 0.00332171
internal_weight=0 675 431 2289 321 346 244 178 244 1968 1912 1802 110 268 168 110 1749 1535 214 147 1378 134 157 114
internal_count=2964 675 431 2289 321 346 244 178 244 1968 1912 1802 110 268 168 110 1749 1535 214 147 1378 134 157 114
is_linear=0
shrinkage=0.00226508


Tree=1410
num_leaves=20
num_cat=0
split_feature=4 3 39 4 0 16 51 150 11 3 0 0 15 4 0 39 158 155 12
split_gain=216.873 63.5144 45.0279 10.959 10.451 8.28474 12.449 7.64395 7.00133 9.78183 7.46264 7.49933 6.13629 9.43278 4.04403 3.02445 2.91052 2.1838 1.5339
threshold=0.31392000000000003 0.28833000000000003 0.0047850000000000011 0.028075000000000006 -0.071879999999999986 -0.041434999999999993 -0.43508999999999992 0.081245000000000026 1.0000000180025095e-35 -0.12711499999999995 -0.10594499999999998 -0.22984499999999997 -0.43091499999999999 0.51395000000000002 -0.029849999999999998 0.08950000000000001 0.085110000000000005 0.11140500000000002 0.089995000000000006
decision_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 15 16 -7 12 9 -1 11 -11 13 -2 -12 -4 18 -10 -5
right_child=7 -3 4 5 -6 6 -8 -9 17 10 14 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0024580474420186618 0.0020630287670359636 0.00084865936082573516 0.0023253696229424293 0.0032813441031239636 0.0016578711903586978 0.0032272932374058884 0.0017140968805678695 0.0018184738906769624 0.0041895388456218482 0.003427671884850297 0.0034869064006710273 0.0021716802790698458 0.00051537957069668614 0.0008166041675572482 0.0029891690411229478 0.0031285768902322517 0.0036602184024478435 0.0035825615666538772 0.0028498654947661881
leaf_weight=61 53 62 53 99 100 61 60 75 81 54 1570 52 102 93 97 52 65 57 88
leaf_count=61 53 62 53 99 100 61 60 75 81 54 1570 52 102 93 97 52 65 57 88
internal_value=0 0.00320593 0.00326324 0.00335585 0.00220375 0.0029849 0.00247716 0.00115887 0.003426 0.00338738 0.00341934 0.00281176 0.000959289 0.00126925 0.00345796 0.00272339 0.00322859 0.00393901 0.00307843
internal_weight=0 2612 2550 2345 205 373 121 323 1972 1834 1773 106 248 146 1667 105 252 138 187
internal_count=2935 2612 2550 2345 205 373 121 323 1972 1834 1773 106 248 146 1667 105 252 138 187
is_linear=0
shrinkage=0.00235659


Tree=1411
num_leaves=19
num_cat=0
split_feature=9 11 0 2 13 2 455 13 0 4 0 2 51 159 49 13 51 2
split_gain=2.9174 3.22632 3.98465 2.78275 3.43791 4.46523 2.83664 2.6692 2.58028 2.38847 2.33524 4.12247 2.81634 2.17249 1.84401 1.75066 0.781469 0.578134
threshold=0.093040000000000012 1.0000000180025095e-35 0.121355 0.10803500000000001 0.056735000000000001 0.15806500000000004 0.079195000000000015 -0.11760499999999999 -0.074904999999999985 0.032770000000000001 -0.029849999999999998 0.081315000000000012 -0.13795499999999997 0.087735000000000021 0.114915 -0.078924999999999981 -1.0000000180025095e-35 0.12250500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 6 5 8 7 -1 13 -3 12 -12 -9 17 -14 -10 -17 -5
right_child=-2 2 -4 4 -6 -7 -8 10 15 -11 11 -13 14 -15 -16 16 -18 -19
leaf_value=0.0027766842051381796 -0.00072670134609688645 0.0036860723846283616 0.00035017858263301327 -9.4684173407694918e-05 -0.00087028839032722604 0.0028190711127856326 0.0029538436409261427 0.0024532660693385756 -8.7340478610144112e-05 0.0015629995694922752 -0.0017039431918266033 0.0011158639625530409 0.0011195311756708702 -0.0015750123840725723 -0.00027890291284294851 0.002115546805815314 0.00094756120459311098 0.00099532848555436643
leaf_weight=60 56 83 59 74 93 61 55 99 56 57 52 90 1726 52 62 78 69 53
leaf_count=60 56 83 59 74 93 61 55 99 56 57 52 90 1726 52 62 78 69 53
internal_value=0 0.00110986 0.00208978 0.00103706 0.000522929 0.000815602 0.00116555 0.00111843 0.000495454 0.00282229 0.00106935 8.26591e-05 0.00114356 -0.000201982 0.00107099 0.00111085 0.00156789 0.000359533
internal_weight=0 2879 199 2680 536 443 2144 2089 382 140 2029 142 1887 179 1788 203 147 127
internal_count=2935 2879 199 2680 536 443 2144 2089 382 140 2029 142 1887 179 1788 203 147 127
is_linear=0
shrinkage=0.00797318


Tree=1412
num_leaves=21
num_cat=0
split_feature=4 1 155 13 1 40 124 16 14 4 151 16 133 11 13 15 1 16 16 16
split_gain=290.791 75.6327 26.4535 17.2677 15.924 13.9332 13.2635 13.0007 11.1375 9.01684 8.39258 8.13698 5.04575 4.01219 5.21932 3.8379 3.4412 2.97701 2.05592 1.02311
threshold=0.31392000000000003 0.10442000000000001 0.091145000000000018 -0.14847499999999997 0.12895500000000001 -0.037459999999999993 -0.073304999999999995 -0.059289999999999995 0.064610000000000015 0.032770000000000001 -0.086769999999999986 -0.055004999999999991 0.046800000000000008 1.0000000180025095e-35 0.053700000000000005 -0.46645999999999993 0.14787500000000001 -0.43491999999999992 -0.43279999999999996 -0.54034499999999996
decision_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 15 -5 -1 -7 9 10 12 18 -8 14 -12 -2 17 -6 -11 -17
right_child=4 2 -4 5 16 7 8 -9 -10 11 13 -13 -14 -15 -16 19 -18 -19 -20 -21
leaf_value=0.0025762417718260496 0.0019479871669406423 0.00090467090148008762 0.003871977745761718 0.0014265861615055686 0.00096470440530149824 0.0035787790089217022 0.0024235745441629742 0.0021635534934654936 0.004422954790242674 0.0036705297081311293 0.0036229676933170977 0.0024774842857952376 0.0033638146537493122 0.0042491495623220923 0.0031796911024487163 0.0013752669666508323 -0.00019486357146655223 0.0001609634724768527 0.0031375846055070929 0.00089119635314784367
leaf_weight=94 52 68 53 75 55 63 59 103 79 79 1427 93 83 55 181 53 54 56 100 53
leaf_count=94 52 68 53 75 55 63 59 103 79 79 1427 93 83 55 181 53 54 56 100 53
internal_value=0 0.00331145 0.00227111 0.00199644 0.000845345 0.00230438 0.00347882 0.00270081 0.00351816 0.00348373 0.00354653 0.00306687 0.00297334 0.00359546 0.00357309 0.00140171 0.000312425 0.000559449 0.00337294 0.00113348
internal_weight=0 2612 362 309 323 241 2250 166 2156 2077 1805 272 142 1663 1608 158 165 111 179 106
internal_count=2935 2612 362 309 323 241 2250 166 2156 2077 1805 272 142 1663 1608 158 165 111 179 106
is_linear=0
shrinkage=0.0024518


Tree=1413
num_leaves=17
num_cat=0
split_feature=15 34 14 402 402 14 1374 0 150 16 13 12 12 402 0 48
split_gain=2.95362 3.07436 3.1323 1.67849 3.00057 2.16218 2.19388 2.62 2.63354 2.51998 2.15554 1.92696 1.15029 1.07377 1.40921 1.02039
threshold=-0.26361999999999991 -0.0079449999999999989 -0.10523499999999998 0.090075000000000002 0.099440000000000014 0.073890000000000011 -0.049459999999999997 -0.17862999999999998 0.089155000000000012 -0.16318499999999997 -0.080519999999999994 0.085685000000000025 0.087035000000000015 0.13869000000000004 -0.087284999999999988 0.084855000000000014
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 -2 15 9 12 -10 -11 -9 14 -6 -8
right_child=3 2 -4 4 13 -7 7 8 10 11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0017278316569525672 0.0027831775921032501 0.0020588434267720785 -0.00032682853595732641 0.0038498459393415878 0.00077530124899255622 0.002579391307836102 0.00056641798234223397 0.0031741596392373121 -0.0008296340049960229 0.00072762144468959344 0.0012969299272465149 0.0013452513270169198 0.0016418835871980773 0.0003325767032334359 0.0025667945245818604 -0.0011412566311624806
leaf_weight=52 63 81 98 53 60 86 59 71 94 601 65 1269 90 52 87 54
leaf_count=52 63 81 98 53 60 86 59 71 94 601 65 1269 90 52 87 54
internal_value=0 0.000193499 0.000752186 0.0012518 0.00195021 0.00117998 0.00112907 0.00108378 0.00115259 0.00123971 3.91132e-05 0.0011468 0.0023182 0.00144379 0.00183622 -0.000248791
internal_weight=0 231 179 2704 252 2452 2366 2303 2190 2031 159 1870 161 199 147 113
internal_count=2935 231 179 2704 252 2452 2366 2303 2190 2031 159 1870 161 199 147 113
is_linear=0
shrinkage=0.00897909


Tree=1414
num_leaves=17
num_cat=0
split_feature=4 3 123 2 14 0 43 0 3 2 15 13 2 4 4 51
split_gain=172.309 52.3262 35.881 15.138 14.1764 9.76345 9.17934 7.91519 6.92037 5.69314 5.57447 5.25231 7.5629 4.90665 3.58633 3.03012
threshold=0.31392000000000003 0.30863500000000005 1.0000000180025095e-35 0.12068000000000001 0.073890000000000011 -0.06612999999999998 -0.051239999999999987 -0.13955999999999996 -0.0096849999999999974 0.092250000000000013 -0.025879999999999997 -0.27740999999999993 0.11504500000000002 0.032770000000000001 -0.49269499999999994 -0.031924999999999995
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 -4 8 9 -2 -1 -5 -8 -13 14 -9 -15
right_child=6 -3 5 10 -6 -7 11 13 -10 -11 -12 12 -14 15 -16 -17
leaf_value=0.0028266296758009024 0.0011919874106538662 0.00084907106684245579 0.0022937675812635012 0.0026301948750865013 0.0038081357868386262 0.0011736658261259534 0.00096545805242577356 0.0033416000964782032 0.00016538966612012575 0.0019422872063482918 0.0017399919708903982 0.002266352125307871 0.001282768552659769 0.0023828477441826187 0.0029725298723303033 0.0028487713886281153
leaf_weight=70 63 58 83 65 83 58 65 125 53 59 59 58 84 90 1666 196
leaf_count=70 63 58 83 65 83 58 65 125 53 59 59 58 84 90 1666 196
internal_value=0 0.00281503 0.00285967 0.00291964 0.00295824 0.00183318 0.00119476 0.00292626 0.000723131 0.00242234 0.00220681 0.00145894 0.00168467 0.00295754 0.0029983 0.00270223
internal_weight=0 2612 2554 2413 2289 141 323 2206 116 129 124 207 142 2077 1791 286
internal_count=2935 2612 2554 2413 2289 141 323 2206 116 129 124 207 142 2077 1791 286
is_linear=0
shrinkage=0.00209259


Tree=1415
num_leaves=23
num_cat=0
split_feature=1 1 12 3 10 3 4 39 4 3 4 12 41 130 42 12 4 4 47 1 52 16
split_gain=383.023 96.1152 82.8376 33.1502 22.5794 20.1048 19.2805 14.6191 13.6992 13.5545 11.0984 7.78389 9.23534 6.18693 5.14554 4.45203 4.15583 3.13968 2.89435 2.81027 1.50043 0.501667
threshold=0.098395000000000024 0.12313000000000002 0.085845000000000019 0.0098450000000000013 -1.0000000180025095e-35 0.093925000000000022 0.41377500000000006 0.084950000000000012 0.043640000000000005 0.11745500000000002 0.046185000000000004 0.11549500000000001 0.075585000000000013 -0.082549999999999985 0.092010000000000022 -1.0000000180025095e-35 0.066300000000000012 -0.22295999999999996 0.089945000000000011 0.10575500000000002 0.047345000000000005 -0.4193599999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 7 -3 8 18 -2 11 -5 19 12 13 -1 16 -15 -10 -17 -6 -4 -18 -8
right_child=1 4 10 9 6 -7 21 -9 14 -11 -12 -13 -14 15 -16 17 20 -19 -20 -21 -22 -23
leaf_value=0.0049671291573533958 0.00047897987503046316 0.0001758126190462006 0.0040191000669331728 0.0038503061978861978 0.0019434876170692566 0.0031007754759420901 0.0011136277505225261 0.0019225443056672079 0.0034464155136016998 0.0023596027451181258 0.0033386776595698193 0.0035004759644290009 0.0050253146296762212 0.0036437053837772753 0.0032033769606072469 0.0047954543860572246 0.003860346630936208 0.0042501061533975516 0.0026914031024559515 0.0046828837747844507 0.004359209917893913 0.00079768642478770309
leaf_weight=64 56 72 64 52 53 87 52 101 64 79 92 63 89 61 70 57 54 1460 54 69 77 53
leaf_count=64 56 72 64 52 53 87 52 101 64 79 92 63 89 61 70 57 54 1460 54 69 77 53
internal_value=0 0.00232945 0.00291475 0.00211006 0.00127212 0.00416839 0.00164434 0.0014078 0.00421349 0.00295152 0.00394466 0.00428459 0.00431312 0.0042745 0.00373207 0.00424639 0.00392173 0.00427061 0.00232117 0.00436365 0.00415376 0.000954383
internal_weight=0 797 513 288 284 2146 212 157 2059 131 225 1794 1731 1642 265 1578 195 1517 107 133 131 105
internal_count=2943 797 513 288 284 2146 212 157 2059 131 225 1794 1731 1642 265 1578 195 1517 107 133 131 105
is_linear=0
shrinkage=0.00226508


Tree=1416
num_leaves=25
num_cat=0
split_feature=1 12 1 10 12 147 0 12 159 0 40 12 13 40 41 0 42 0 1 15 133 12 399 0
split_gain=197.29 72.5006 39.1692 17.1021 14.935 5.77049 5.344 5.08204 5.47875 4.65449 4.57321 4.35536 4.2085 4.38818 3.84091 3.76146 3.2311 3.15092 2.35618 2.19197 1.46661 1.17122 0.86238 0.538485
threshold=0.12122500000000001 0.056995000000000011 0.092845000000000025 -0.020369999999999996 -0.042789999999999988 0.087170000000000011 -0.077614999999999976 0.10266500000000002 -1.0000000180025095e-35 -0.073254999999999987 -0.062739999999999976 -0.0066799999999999993 -0.0015099999999999998 -0.065259999999999999 0.075585000000000013 -0.14606999999999998 -0.004089999999999999 -0.11167499999999998 0.10721500000000002 0.088535000000000016 0.081310000000000007 0.087915000000000007 0.088045000000000012 -0.086774999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -2 10 7 11 14 -9 -6 -5 -1 13 -4 16 -14 21 -18 -19 20 -10 23 -23 -3
right_child=3 5 12 4 9 -7 -8 8 19 -11 -12 -13 15 -15 -16 -17 17 18 -20 -21 -22 22 -24 -25
leaf_value=0.0042669052787021504 4.8939989225651792e-05 0.0044394731002095639 0.0021476179400465008 0.0015719826941582268 0.0016656132213612534 0.0029278430511067142 0.0029721843395696551 0.0027162720817500933 0.0036712041567388775 0.0027008612290083628 0.00054084980236014278 0.0033957190786524389 0.0020510596713200868 0.0012394545508657142 0.0043980567500462569 0.0028898372184084547 0.0031827340357175908 0.0037760386228711251 0.0043293586202358871 0.0033750922682829181 0.0042470147852000685 0.00386647390904153 0.0042171733656019145 0.004106822619375023
leaf_weight=75 59 54 98 53 52 52 85 52 82 75 71 89 87 61 96 67 61 1030 58 102 52 256 64 112
leaf_count=75 59 54 98 53 52 52 85 52 82 75 71 89 87 61 96 67 61 1030 58 102 52 256 64 112
internal_value=0 0.00357363 0.00272807 0.00133514 0.00163736 0.00380308 0.00351377 0.0038256 0.00349817 0.0022772 0.000981804 0.0037943 0.00210294 0.00179938 0.00388007 0.00241617 0.00384963 0.00377252 0.00380556 0.00367034 0.00389486 0.00403189 0.0039367 0.00421521
internal_weight=0 2633 562 310 251 2071 249 2019 288 127 124 164 313 159 1731 154 1635 1149 1088 236 134 486 320 166
internal_count=2943 2633 562 310 251 2071 249 2019 288 127 124 164 313 159 1731 154 1635 1149 1088 236 134 486 320 166
is_linear=0
shrinkage=0.00265391


Tree=1417
num_leaves=21
num_cat=0
split_feature=4 39 457 42 11 11 52 4 39 48 12 150 475 49 12 4 12 376 49 483
split_gain=168.419 49.0321 19.3256 14.7229 11.0911 8.64724 7.25256 8.41655 7.18931 6.70143 6.24691 6.82132 8.10916 6.36586 4.45175 4.38711 3.32398 3.19525 2.33017 2.0671
threshold=0.31392000000000003 0.0047850000000000011 0.11129500000000002 -1.0000000180025095e-35 0.084110000000000004 1.0000000180025095e-35 0.056265000000000009 0.51292000000000015 0.082115000000000007 0.092825000000000005 0.056995000000000011 0.083435000000000023 -0.064294999999999991 0.091160000000000005 0.093185000000000004 -0.10701499999999999 0.093670000000000017 0.081270000000000023 -0.0063599999999999985 -0.065199999999999994
decision_type=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 6 10 7 8 -2 17 11 12 -1 -14 -7 -12 18 -5 -17 -18
right_child=4 3 -4 9 -6 14 -8 -9 -10 -11 15 -13 13 -15 -16 16 19 -19 -20 -21
leaf_value=0.0022155417943104348 0.0015847385180329911 0.0030647206726608198 0.0017786613123223585 0.0024211522942672883 0.0022583510137756777 0.0040999380304514912 0.0018614791323987281 0.00018492888425830943 0.00051304759400286662 0.001001846927808155 0.0025969663972642359 0.0021767138437194266 0.0035465519333439215 0.0026343523851567268 0.0033118035356828842 0.0030912823695473514 0.0026618613281196215 0.001604329512829798 0.0033676762458243296 0.0031494351259062025
leaf_weight=52 98 56 53 53 55 89 55 64 54 56 59 63 137 62 73 206 54 54 1027 523
leaf_count=52 98 56 53 53 55 89 55 64 54 56 59 63 137 62 73 206 54 54 1027 523
internal_value=0 0.00308944 0.00318694 0.00202173 0.00129305 0.00321875 0.00109705 0.00090229 0.00120417 0.00166324 0.00317969 0.00287141 0.00304568 0.00326248 0.00374495 0.00323147 0.00325214 0.00200916 0.00332152 0.00310385
internal_weight=0 2617 2398 219 326 2345 271 216 152 163 2183 314 251 199 162 1869 1810 107 1233 577
internal_count=2943 2617 2398 219 326 2345 271 216 152 163 2183 314 251 199 162 1869 1810 107 1233 577
is_linear=0
shrinkage=0.00235659


Tree=1418
num_leaves=25
num_cat=0
split_feature=1 3 52 4 151 52 0 0 0 49 4 124 3 480 0 0 13 398 0 0 1447 1447 15 4
split_gain=6.87803 5.02418 3.64261 4.62164 3.50664 3.52753 5.49277 3.17834 3.42239 8.17785 5.63862 3.16651 2.59931 2.32412 2.58256 2.78888 2.16344 1.5995 1.90495 1.44321 1.29614 1.93359 0.809952 2.09578
threshold=0.087055000000000007 -0.049204999999999992 -0.15824499999999997 -0.14595999999999995 -0.08095999999999999 0.06136500000000001 -0.098064999999999986 -0.068669999999999995 -0.14534499999999997 -0.028954999999999998 0.41248000000000007 -0.073304999999999995 -0.075579999999999994 -0.065749999999999989 0.040570000000000002 -0.049474999999999998 -0.086554999999999979 0.082420000000000007 -0.061674999999999994 -0.11471499999999998 -0.086059999999999984 -0.051219999999999995 -0.068309999999999996 -0.036839999999999991
decision_type=2 2 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 -4 -2 6 -6 8 9 -5 -11 -10 -7 -1 15 17 -8 18 20 -13 -15 -22 -18 -24
right_child=1 2 3 7 5 12 16 -9 11 10 -12 19 -14 14 -16 -17 22 -19 -20 -21 21 -23 23 -25
leaf_value=0.0031482397652899583 -0.00016642470357168784 -0.0010483986005353806 0.0027579530805904207 0.0019029536588827591 0.0041376109779491252 -0.00076871296553953977 0.00016368456043981808 -0.00079352137314123682 -8.175074430968151e-05 -0.0029601208373897271 0.00044146646818427364 0.0029654008927579561 0.0014815106831025924 0.0027669905809719966 0.0004066827416550752 0.0033897370706378995 0.0024631027423588983 0.0029141387952194798 0.00015739602247503108 0.001357765338777895 0.00022204385021136629 0.0016382988039656866 0.0018963636563863295 0.00022636991811351024
leaf_weight=57 74 82 53 77 53 56 54 97 52 56 54 60 60 54 96 52 77 52 52 67 57 1266 233 52
leaf_count=57 74 82 53 77 53 56 54 97 52 56 54 60 60 54 96 52 77 52 52 67 57 1266 233 52
internal_value=0 0.000921032 0.000422198 0.000656053 0.00137357 0.00156851 0.00185871 0.000415273 0.000735856 2.45981e-05 -0.00128952 0.00147845 0.000394504 0.00165552 0.00160323 0.00167811 0.00156818 0.00161796 0.00157074 0.00211791 0.00162405 0.00157734 0.00177747 0.00159194
internal_weight=0 1257 598 516 659 585 469 463 366 187 110 179 116 1686 1629 1533 416 1481 1429 127 1377 1323 362 285
internal_count=2943 1257 598 516 659 585 469 463 366 187 110 179 116 1686 1629 1533 416 1481 1429 127 1377 1323 362 285
is_linear=0
shrinkage=0.0075133


Tree=1419
num_leaves=28
num_cat=0
split_feature=1 12 1 1 12 4 3 3 41 40 50 12 4 4 0 52 4 1 52 3 3 1447 12 1 3 0 4
split_gain=354.729 88.7159 66.3954 20.6574 13.7745 12.0443 12.0265 11.0416 10.3694 9.64655 8.39686 8.38566 8.05033 6.4664 5.23267 4.31886 6.61699 4.26883 3.34948 3.18217 2.01271 2.23089 1.87428 1.77158 1.68547 1.07855 1.13539
threshold=0.11829500000000003 0.056995000000000011 0.092485000000000026 0.13074500000000003 0.093185000000000004 0.27998000000000006 -1.0000000180025095e-35 0.11745500000000002 0.075585000000000013 -0.079289999999999985 0.12743000000000002 -1.0000000180025095e-35 0.053330000000000009 0.024470000000000002 -0.11262999999999999 -0.090084999999999985 -0.0083549999999999978 0.14684500000000003 0.14032500000000003 -0.14186499999999996 -0.081224999999999978 -0.084999999999999978 0.099035000000000026 0.091535000000000019 -0.097199999999999995 -0.081224999999999978 -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
left_child=1 2 13 11 8 -5 9 -8 14 -4 12 -2 18 15 -3 -1 -17 -7 19 -6 21 -16 -14 -23 -21 26 -22
right_child=3 4 6 5 10 17 7 -9 -10 -11 -12 -13 22 -15 20 16 -18 -19 -20 24 25 23 -24 -25 -26 -27 -28
leaf_value=0.0046944583774833053 0.0015967542193751065 0.0035811264160446957 0.0024090491348134034 0.0018401163193519714 0.0046953203214230802 0.0010735341563388975 0.003366426850180437 0.0021749238666906208 0.0051096406844987532 0.0011547050170982315 0.0030746789048220514 0.0027753016007676158 0.0038139569656936182 0.0033639899763867891 0.0039579521930777212 0.0034781585594603204 0.004563346064114431 0.0002813550700799817 0.0037295548320539331 0.0038148300660849938 0.0044576956136962104 0.0043582994824505096 0.0032630537535252566 0.0047951581636508167 0.0042051763531210139 0.0038691264195628476 0.0041083785878247014
leaf_weight=67 53 55 80 83 60 88 90 72 80 52 55 75 56 58 69 64 53 58 92 72 69 777 76 52 300 63 174
leaf_count=67 53 55 80 83 60 88 90 72 80 52 55 75 56 58 69 64 53 58 92 72 69 777 76 52 300 63 174
internal_value=0 0.00396732 0.00314666 0.00155852 0.00418188 0.00115095 0.00242318 0.00283702 0.00431736 0.0019151 0.0039267 0.0022875 0.0039981 0.00402551 0.00426699 0.00423389 0.00396995 0.000758999 0.0041243 0.00420831 0.00429831 0.00435289 0.00349695 0.00438573 0.00412969 0.00413805 0.00420767
internal_weight=0 2586 536 357 2050 229 294 162 1339 132 711 128 656 242 1259 184 117 146 524 432 1204 898 132 829 372 306 243
internal_count=2943 2586 536 357 2050 229 294 162 1339 132 711 128 656 242 1259 184 117 146 524 432 1204 898 132 829 372 306 243
is_linear=0
shrinkage=0.00226508


Tree=1420
num_leaves=17
num_cat=0
split_feature=3 30 13 51 42 43 4 2 4 0 4 14 43 42 16 160
split_gain=6.40202 4.6769 3.91994 3.89255 3.64393 3.51115 5.28043 3.59331 3.1478 2.92745 5.14982 3.90807 3.83589 2.3952 1.43822 0.740588
threshold=0.3148450000000001 0.086220000000000019 0.056735000000000001 0.10876000000000001 0.093765000000000015 -0.24698999999999996 -0.048309999999999992 0.10523 -0.070154999999999981 -0.21196999999999996 0.071150000000000005 0.076450000000000004 -0.14968999999999996 0.11929000000000002 0.14976500000000001 -0.07163499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 15 8 14 -8 -4 10 -1 12 -11 -14 -7 -5
right_child=-2 -3 5 4 -6 6 7 -9 -10 11 -12 -13 13 -15 -16 -17
leaf_value=-0.0009106140218381266 -0.00056675078497733767 -0.00065195110836555189 0.0005190443030850528 0.0027328212405794811 0.0010320451601035115 0.00038985300461423777 0.00026221453793928256 -0.0022209376878224055 0.0026491460520237388 -0.00053680191416606246 0.0020381149804292674 0.0033677012652069799 0.001497547064694064 0.00019791781613992247 0.0018262370022610786 0.0039428295151869566
leaf_weight=74 98 62 71 55 55 70 65 57 74 52 53 54 1958 77 76 52
leaf_count=74 98 62 71 55 55 70 65 57 74 52 53 54 1958 77 76 52
internal_value=0 0.00130935 0.00135215 0.00146272 0.00254475 0.000701343 0.000211236 -0.000897315 0.00160666 0.0013854 0.000319351 0.0014486 0.00139891 0.00144841 0.00113809 0.00332158
internal_weight=0 2905 2843 2430 162 413 268 122 145 2268 127 2141 2087 2035 146 107
internal_count=3003 2905 2843 2430 162 413 268 122 145 2268 127 2141 2087 2035 146 107
is_linear=0
shrinkage=0.00722155


Tree=1421
num_leaves=15
num_cat=0
split_feature=49 3 1444 43 1 43 151 49 13 484 484 130 52 130
split_gain=4.84391 3.17251 2.80252 2.28597 3.90263 8.54964 2.28137 1.84387 1.84213 1.69507 4.50207 2.27257 1.12591 0.862062
threshold=-0.15734499999999998 0.3148450000000001 -0.069054999999999991 0.0049250000000000014 0.077375000000000013 0.15834000000000004 0.08357500000000001 -0.085999999999999979 -0.09547499999999999 0.085405000000000023 0.088135000000000005 -0.071894999999999973 0.10400000000000002 0.10378500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 8 -6 7 -4 -5 11 -11 -9 13 -10
right_child=1 -3 3 4 5 -7 -8 9 12 10 -12 -13 -14 -15
leaf_value=-0.00075259183464682154 0.0030477940039118773 -0.00024809372362063895 0.0028073235058131605 0.0025030135090937586 -0.0018173068038579946 0.0018938237586908929 1.6870434055906838e-05 0.002556884873723228 0.0016322987766706448 -0.0011316050674819596 0.0013164848830082665 0.0013437618757491702 6.7710171462222825e-05 0.00040683712102743754
leaf_weight=83 54 93 55 59 96 67 83 104 124 63 197 1804 69 52
leaf_count=83 54 93 55 59 96 67 83 104 124 63 197 1804 69 52
internal_value=0 0.00120012 0.0012478 0.00121271 0.00070362 -0.000291351 0.00131578 0.00136423 0.00123739 0.00132758 0.000722966 0.00140993 0.000932256 0.00127071
internal_weight=0 2920 2827 2773 467 163 2306 2223 304 2168 260 1908 245 176
internal_count=3003 2920 2827 2773 467 163 2306 2223 304 2168 260 1908 245 176
is_linear=0
shrinkage=0.00797318


Tree=1422
num_leaves=30
num_cat=0
split_feature=1 1 12 1 12 2 0 13 43 12 2 12 147 39 12 2 16 156 133 12 13 13 16 43 402 4 48 12 13
split_gain=203.287 30.241 28.5526 28.333 17.8366 14.3775 14.8776 10.0999 8.83804 7.48522 6.47918 7.25804 4.67456 4.18268 3.56848 2.60724 4.32672 3.88382 4.49784 4.39732 3.0445 2.63193 2.37533 2.49987 2.31848 2.11043 1.73616 1.46568 1.37545
threshold=0.10921500000000002 0.13612500000000002 0.085075000000000026 0.09518500000000002 0.085845000000000019 0.10060500000000001 -0.032274999999999991 -0.0050199999999999993 -0.08076499999999999 0.10344500000000002 0.16993500000000003 -0.041014999999999989 0.086565000000000017 0.087735000000000021 0.095775000000000013 0.088905000000000026 -0.11158 0.083125000000000018 0.024055000000000003 0.087035000000000015 -0.08971999999999998 -0.09219999999999999 0.39813000000000004 -0.06512999999999998 0.10783500000000001 0.058025000000000007 0.087365000000000012 0.089035000000000017 -0.052124999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 5 7 12 14 -5 -2 -4 11 -3 15 26 27 16 -1 18 20 -20 -17 -18 23 -6 -23 28 -10 -7 -16
right_child=1 10 9 4 22 6 -8 -9 13 -11 -12 -13 -14 -15 25 17 21 -19 19 -21 -22 24 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0039893861216642335 0.00074675136216651654 0.00060744636961632484 0.0033967462660168934 0.0015002672759938081 0.0033502350815285166 0.0032077476478557651 0.0017896801068524274 0.0026116610155534079 0.002320748276303174 0.0022727486779438068 0.00022146003997672702 0.0017498467857402882 0.0027796587931116262 0.0013352942661625006 0.003365527946506219 0.0025521683692117745 0.0038614973693423789 0.00383229745707805 0.0040323319279478654 0.0033144710013692093 0.0031785051066923527 0.0034818450498296915 0.0035765169953220011 0.0026645491775593045 0.0030358022041136355 0.0025691674097883589 0.0017656388287072009 0.0037328424666651068 0.0028631495796605532
leaf_weight=101 52 58 77 76 55 64 52 103 68 54 53 61 55 62 57 53 92 75 60 195 198 868 56 60 68 60 55 53 62
leaf_count=101 52 58 77 76 55 64 52 103 68 54 53 61 55 62 57 53 92 75 60 195 198 868 56 60 68 60 55 53 62
internal_value=0 0.00169394 0.00206778 0.00325931 0.00265012 0.0033602 0.00293053 0.00213992 0.00158909 0.00293361 0.000893949 0.00119325 0.00344491 0.00182572 0.00313086 0.00346629 0.00353139 0.00333974 0.00326669 0.00348348 0.00304635 0.00348636 0.00318404 0.0029927 0.00344947 0.00292486 0.00207273 0.00344582 0.00310399
internal_weight=0 540 368 2463 350 2113 348 179 237 131 172 119 1765 185 296 1710 1129 581 506 255 251 1028 171 115 936 179 123 117 119
internal_count=3003 540 368 2463 350 2113 348 179 237 131 172 119 1765 185 296 1710 1129 581 506 255 251 1028 171 115 936 179 123 117 119
is_linear=0
shrinkage=0.00231039


Tree=1423
num_leaves=29
num_cat=0
split_feature=1 3 39 4 2 2 2 2 1 39 12 12 1 3 3 3 12 52 4 4 4 48 3 4 52 52 52 12
split_gain=532.585 96.6901 49.5805 45.1244 34.8447 25.7651 27.1595 23.7611 14.0125 9.52877 8.41427 10.7525 7.53377 6.85451 6.82846 6.46266 5.00051 3.79694 3.47694 3.2599 3.31002 3.00486 2.1937 2.07834 1.58811 1.64589 0.995401 0.93215
threshold=0.10575500000000002 -0.063264999999999988 0.0047850000000000011 0.31392000000000003 0.17553000000000005 -1.0000000180025095e-35 0.11018500000000002 0.10052500000000002 0.088035000000000016 0.093225000000000016 0.086085000000000009 0.095565000000000011 0.089625000000000024 0.15217000000000003 -0.088174999999999989 -0.14186499999999996 0.090335000000000013 -0.091869999999999993 -0.09390999999999998 0.00059000000000000014 -0.051094999999999995 0.086895000000000014 -0.078254999999999977 0.058025000000000007 0.037045000000000002 0.095185000000000006 0.024870000000000003 0.093625000000000014
decision_type=2 2 2 2 2 2 2 2 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 17 5 -3 -7 12 -4 13 -9 -12 15 -8 -14 -1 18 -2 -17 20 22 -20 -16 26 27 -26 -13 -18
right_child=1 4 8 -5 -6 6 9 10 -10 -11 11 23 14 -15 19 16 24 -19 21 -21 -22 -23 -24 -25 25 -27 -28 -29
leaf_value=0.0045102699936368897 0.0037243344617535331 -0.00010450420681619077 0.0030625083263728951 0.0010943101157492182 -0.0010450454718717356 0.0025694647420162323 0.0015391389905448818 0.0025644361103207346 0.0016149070514613708 2.1185151875689831e-05 0.0040159780387669765 0.0030635399260970004 0.0027836907485425917 0.00051521405614259107 0.0032451290750386947 0.0045027494628565373 0.0032709560442369875 0.0029457130748892766 0.0039757215348383392 0.0031848853783655994 0.0042405911617478089 0.0035537343658262736 0.0038465186119424287 0.0027576828645421523 0.0040011833566581303 0.0036018513471100734 0.003435923699186967 0.0036305654455670374
leaf_weight=93 70 100 71 73 57 65 93 81 72 54 103 77 55 56 54 61 68 65 858 56 67 102 84 64 103 124 81 96
leaf_count=93 70 100 71 73 57 65 93 81 72 54 103 77 55 56 54 61 68 65 858 56 67 102 84 64 103 124 81 96
internal_value=0 0.00126744 0.00365301 0.00255822 0.000635665 0.00089606 0.0012695 0.00373771 0.00233382 0.000853129 0.00323192 0.0033982 0.00385047 0.00115447 0.00352538 0.00391871 0.00387973 0.00334963 0.0039651 0.00368158 0.00381714 0.00393091 0.00361137 0.00311146 0.00365674 0.00378315 0.0032546 0.00348161
internal_weight=0 633 2370 208 425 368 268 2227 143 203 406 325 1821 149 316 1505 1412 135 1021 261 205 960 138 222 391 227 158 164
internal_count=3003 633 2370 208 425 368 268 2227 143 203 406 325 1821 149 316 1505 1412 135 1021 261 205 960 138 222 391 227 158 164
is_linear=0
shrinkage=0.00231039


Tree=1424
num_leaves=28
num_cat=0
split_feature=1 52 1 12 1 12 0 4 4 49 4 4 0 0 12 52 4 1 4 39 48 0 0 4 43 0 12
split_gain=456.088 84.7695 57.9543 49.4757 47.2115 45.2174 25.4941 16.0358 12.1978 10.966 9.8071 9.56836 11.2601 6.11094 5.08296 4.94808 4.79292 4.73633 4.6917 6.56491 5.75778 4.25749 3.95638 3.58384 2.41106 2.38251 2.10752
threshold=0.10557500000000002 -0.40891499999999997 0.13612500000000002 0.088325000000000015 0.092485000000000026 0.085845000000000019 0.056895000000000008 0.043640000000000005 0.27998000000000006 -0.048359999999999993 0.19778000000000004 -0.098074999999999982 -0.10998999999999999 -0.079249999999999987 0.099035000000000026 -0.068039999999999975 0.078235000000000013 0.14684500000000003 0.094220000000000012 0.088025000000000006 0.089025000000000007 -0.195045 -0.097224999999999992 0.24099500000000004 -0.023029999999999998 -0.061204999999999989 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 2 2 2 2 2
left_child=4 -2 3 18 6 9 7 11 -4 -6 -5 12 -1 21 16 -7 -9 -10 20 -20 -3 -13 -23 -18 -17 26 -15
right_child=1 2 8 10 5 15 -8 14 17 -11 -12 13 -14 25 -16 24 23 -19 19 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=0.0061851441472043573 0.0048462714226637218 0.0011687145115456263 0.0018224152734615906 0.0043861598163165687 0.0021383206489046683 0.0050313461997266188 0.003406918138097632 0.0039340713489366217 0.0010014354779427879 0.0033559723890183115 0.0030594308373764513 0.0041699157810112788 0.0048498664804827504 0.0049536861457889336 0.0036192041410109876 0.004481330625396472 0.0050332564899986396 6.9204699911285135e-05 0.0026648767096029038 0.0017349750641876879 0.0021445165089911868 0.0053001073457528258 0.0047969724426419891 0.0042348309591083788 0.0038511900227574639 0.0040355058677529051 0.0044589836809569615
leaf_weight=52 63 56 56 64 67 58 82 82 55 88 52 52 87 55 64 81 61 57 98 65 70 88 1036 56 52 56 250
leaf_count=52 63 56 56 64 67 58 82 82 55 88 52 52 87 55 64 81 61 57 98 65 70 88 1036 56 52 56 250
internal_value=0 0.00235206 0.00207779 0.00254178 0.00451268 0.00373918 0.00464509 0.00469744 0.000959091 0.00282979 0.00379163 0.00477914 0.00534957 0.00472753 0.00417671 0.00447705 0.00435589 0.000527213 0.00204003 0.00229421 0.00171102 0.00480694 0.00483639 0.00465131 0.00423514 0.0044688 0.00454827
internal_weight=0 636 573 405 2367 346 2021 1939 168 155 116 1676 139 1537 263 191 199 112 289 163 126 1176 1124 117 133 361 305
internal_count=3003 636 573 405 2367 346 2021 1939 168 155 116 1676 139 1537 263 191 199 112 289 163 126 1176 1124 117 133 361 305
is_linear=0
shrinkage=0.00226508


Tree=1425
num_leaves=13
num_cat=0
split_feature=482 3 13 15 1446 3 9 448 15 151 13 4
split_gain=3.84942 4.3755 8.64439 7.14718 3.6121 7.94443 3.45111 2.62803 3.33892 3.38813 3.68707 1.16278
threshold=0.11706000000000001 0.110335 -0.47365999999999991 -0.018024999999999996 0.087090000000000015 -0.083104999999999984 -1.0000000180025095e-35 -0.076874999999999985 0.14508500000000005 0.063570000000000015 -0.15325499999999995 0.41165000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 11 6 -6 -1 -8 9 10 -9 -4
right_child=-2 2 3 -5 5 -7 7 8 -10 -11 -12 -13
leaf_value=0.0001531912413210097 0.004068770936984125 0.002949148963378263 0.0015906213401741859 -0.0032195222475005295 -0.0023311033103376529 0.0019180528464684938 0.0038058382464737492 -0.00030736559122413284 -0.00026743331674924264 0.0037303779120679511 0.0019215454892449221 -0.0001947117028659045
leaf_weight=89 53 79 55 54 52 99 56 59 55 78 2175 58
leaf_count=89 53 79 55 54 52 99 56 59 55 78 2175 58
internal_value=0 0.00167354 0.000549697 -0.00058481 0.00177732 0.000454145 0.00185682 0.00191936 0.00187469 0.00192569 0.00186264 0.000673424
internal_weight=0 2909 246 167 2663 151 2512 2423 2367 2312 2234 113
internal_count=2962 2909 246 167 2663 151 2512 2423 2367 2312 2234 113
is_linear=0
shrinkage=0.00880303


Tree=1426
num_leaves=29
num_cat=0
split_feature=4 12 15 51 4 4 15 4 16 475 4 12 15 475 16 15 159 132 4 12 15 16 483 16 15 133 15 52
split_gain=232.346 65.8917 21.9202 19.3459 11.4508 8.68819 15.9444 8.34917 11.9135 10.9765 7.50724 6.78864 5.58179 5.92815 4.36808 4.14508 3.52124 4.03773 4.00016 3.63396 3.4904 3.14521 2.57915 2.22703 1.91423 1.0331 0.929062 0.294271
threshold=0.31392000000000003 0.056995000000000011 0.14508500000000005 0.089040000000000022 -0.019794999999999997 0.62720500000000012 -0.46483499999999994 -0.17568999999999999 -0.014654999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.09253500000000002 0.062230000000000008 -0.077694999999999986 -0.4136149999999999 -0.092879999999999976 0.11320500000000001 0.025710000000000004 -0.10701499999999999 0.087325000000000014 -0.12431499999999999 0.41476000000000007 -0.0064649999999999994 -0.073309999999999986 -0.11367999999999999 0.11264000000000002 0.11635000000000001 0.090785000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 7 -5 6 -2 -1 24 -10 -11 16 13 -13 20 -15 17 18 -3 -19 -8 -17 -20 25 -9 -14 27 -25
right_child=5 2 -4 4 -6 -7 14 8 9 10 -12 12 23 15 -16 21 -18 19 22 -21 -22 -23 -24 26 -26 -27 -28 -29
leaf_value=0.00361571710362264 0.0024751248171523904 0.0031978737470370134 0.0022095880074303924 0.0027877482235518581 0.0013996419793931832 0.00056041308924642584 0.0017880541025242179 0.0036312553124453516 0.0015537139858803803 0.0023044271823236219 0.0033947106912360228 0.0040413259179830239 0.0041377650758609268 0.0036470262621831292 0.00067731128230658793 0.0029210248267856195 0.0031952153378581876 0.0046456121523934012 0.0042187762799806919 0.0038061560152824014 0.0010630786769615281 0.0034136194166071864 0.0037625214090028104 0.0035341234098788077 0.0030979595393311309 0.0037631365328075995 0.0037538714933588635 0.0032848816191189548
leaf_weight=86 72 62 54 52 74 53 71 56 52 74 58 54 67 96 54 183 52 53 69 54 66 106 977 56 94 94 71 52
leaf_count=86 72 62 54 52 74 53 71 56 52 74 58 54 67 96 54 183 52 53 69 54 66 106 977 56 94 94 71 52
internal_value=0 0.00345289 0.00363518 0.0027517 0.0019727 0.00139778 0.00156643 0.00298535 0.00282296 0.00243621 0.00278367 0.0036728 0.00350596 0.0033367 0.00122376 0.0032378 0.00377535 0.00380016 0.00375938 0.00422219 0.00143897 0.00310178 0.00379264 0.00372445 0.00329722 0.00391919 0.00354915 0.00341434
internal_weight=0 2646 2100 546 126 316 263 420 334 184 132 2046 779 439 191 385 1267 1215 1108 107 137 289 1046 340 150 161 179 108
internal_count=2962 2646 2100 546 126 316 263 420 334 184 132 2046 779 439 191 385 1267 1215 1108 107 137 289 1046 340 150 161 179 108
is_linear=0
shrinkage=0.00226508


Tree=1427
num_leaves=30
num_cat=0
split_feature=2 12 2 2 2 52 12 11 16 16 52 52 0 0 48 2 16 475 1429 16 2 52 12 2 52 2 133 0 402
split_gain=206.141 98.9013 33.9203 52.3624 20.8113 14.6716 14.5912 15.2466 10.9837 8.86839 8.64889 12.5901 6.3482 4.08715 4.05472 4.05323 3.67843 6.66058 1.93171 2.86433 1.84664 1.78337 1.74644 1.74287 4.73634 0.897523 0.690412 1.62474 1.09185
threshold=0.13554000000000002 0.023990000000000004 -1.0000000180025095e-35 0.10472500000000001 0.16730000000000003 0.047800000000000009 0.092900000000000024 1.0000000180025095e-35 -0.076589999999999978 -0.40430999999999989 0.057445000000000003 -0.092084999999999986 -0.10934999999999999 -0.055084999999999988 0.082425000000000012 0.088735000000000022 0.0077850000000000011 -0.074304999999999982 0.086185000000000012 0.0054050000000000009 0.095785000000000023 -0.52575499999999986 0.087915000000000007 0.098500000000000018 0.087790000000000021 0.10633000000000002 0.10864000000000001 -0.077714999999999992 -0.088779999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 10 13 14 7 12 -1 -8 11 -4 -3 -2 -5 -13 23 -18 19 22 -19 -21 -14 26 -25 -22 27 -11 -28
right_child=4 6 3 5 -6 -7 9 -9 -10 16 -12 15 18 -15 -16 -17 17 20 -20 21 25 -23 -24 24 -26 -27 28 -29 -30
leaf_value=0.0020254544261903238 0.0022151188007659725 0.0041651318994356161 0.0054452092855609754 0.0031330841419242353 0.00091834003293625791 0.0043486128144035394 0.0036210508553475877 0.0060147861357515231 0.0033551623799451214 0.0048976569915451049 0.0057959384605595996 0.0046921877632149101 0.0051510774221162374 0.0031055297795577336 0.0023116190086601455 0.0037589231307801584 0.0052797111293082389 0.0040159979616469759 0.0054955113061713389 0.0050521933345018394 0.004746949828665659 0.0044547415417426446 0.0049283875055815404 0.0040044986510282821 0.0050249472257717798 0.0043142502749130146 0.0050031365634228822 0.0054480661978325608 0.004548462115195261
leaf_weight=73 77 58 79 102 73 54 53 103 91 115 54 52 568 60 64 74 55 96 57 52 53 92 400 52 70 84 90 52 59
leaf_count=73 77 58 79 102 73 54 53 103 91 115 54 52 568 60 64 74 55 96 57 52 53 92 400 52 70 84 90 52 59
internal_value=0 0.0046412 0.00376523 0.00410817 0.002019 0.00319272 0.00490825 0.00507085 0.00276345 0.00463061 0.00488567 0.00464576 0.00499159 0.00260528 0.00281654 0.0041443 0.00470427 0.00447912 0.00503257 0.00500881 0.00429002 0.00467068 0.00505908 0.00485226 0.00459023 0.00448184 0.00495333 0.00506921 0.00482328
internal_weight=0 2752 643 479 210 220 2109 1330 164 779 259 205 1227 137 166 126 726 288 1169 1112 233 144 968 438 122 137 316 167 149
internal_count=2962 2752 643 479 210 220 2109 1330 164 779 259 205 1227 137 166 126 726 288 1169 1112 233 144 968 438 122 137 316 167 149
is_linear=0
shrinkage=0.00255085


Tree=1428
num_leaves=17
num_cat=0
split_feature=48 4 49 4 15 1446 11 13 47 484 0 0 13 130 4 0
split_gain=5.24286 3.70691 4.41418 2.76611 5.85417 2.52272 2.54617 5.14447 1.8164 2.73444 3.1379 2.41986 5.7022 1.80689 1.72102 0.44087
threshold=0.14093000000000003 0.31392000000000003 -0.032374999999999994 0.62720500000000012 -0.46772999999999992 0.11061000000000001 1.0000000180025095e-35 0.085955000000000018 0.11043500000000002 0.096415000000000015 -0.085674999999999987 -0.12851999999999997 -0.017354999999999999 -0.037219999999999996 0.50291500000000011 -0.07087499999999998
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 8 -8 9 11 -11 12 -1 -13 -6 -10
right_child=-2 2 3 -5 14 -7 7 -9 15 10 -12 13 -14 -15 -16 -17
leaf_value=-0.0010723175410405359 -0.00090080205572793954 -0.0012781005912156696 0.0040639059238306947 -0.00032310665018749139 0.0018067696059338174 5.8479537883127558e-05 0.0043684270631170362 0.0013501900684648942 0.0013693806161255389 0.0047419822474780906 0.0020321567340670123 0.0029792567197785575 0.0020068387403866443 0.0019091097195577356 -0.00016495958668946852 0.00025350470123569147
leaf_weight=67 53 55 63 53 69 52 93 77 52 55 76 126 135 1819 63 54
leaf_count=67 53 55 63 53 69 52 93 77 52 55 76 126 135 1819 63 54
internal_value=0 0.00183708 0.000932991 0.00142373 0.00189898 0.00194217 0.00198048 0.00300189 0.00190761 0.00195903 0.00317057 0.00188506 0.000985078 0.00197848 0.000865019 0.000801785
internal_weight=0 2909 303 248 195 2606 2554 170 2384 2278 131 2147 202 1945 132 106
internal_count=2962 2909 303 248 195 2606 2554 170 2384 2278 131 2147 202 1945 132 106
is_linear=0
shrinkage=0.00863042


Tree=1429
num_leaves=14
num_cat=0
split_feature=2 30 15 2 51 155 2 4 480 4 148 132 4
split_gain=5.668 3.96811 2.90651 3.42414 2.98671 2.72919 2.32385 2.21622 2.13764 5.04698 2.5243 2.02138 2.90493
threshold=0.16730000000000003 0.086055000000000006 -0.46772999999999992 0.10523 -0.41109999999999997 0.083290000000000017 0.10709500000000001 -0.039279999999999995 -0.039079999999999997 -0.34140499999999996 -0.082084999999999977 0.08696000000000001 0.028075000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 8 -6 -7 -4 -10 -11 12 -8
right_child=-2 -3 3 4 6 7 11 -9 9 10 -12 -13 -14
leaf_value=0.0029407587968009572 -0.00077221558172271441 -0.00031292478774184356 0.00021497375555250601 0.0024360282900900221 -0.00073845092948131438 0.0016250486740335163 0.0016180098632663012 0.0037083227984486518 0.0032256787900928545 0.0029667253672633616 0.0013461406865380374 -0.00055625967081766316 0.00032713030423336975
leaf_weight=67 73 79 79 59 60 61 212 55 89 56 1836 52 184
leaf_count=67 73 79 79 59 60 61 212 55 89 56 1836 52 184
internal_value=0 0.00134694 0.00139363 0.00135581 0.000835455 0.00149136 0.000649404 0.0026135 0.00142814 0.00147647 0.00139415 0.000835457 0.00101841
internal_weight=0 2889 2810 2743 567 2176 508 116 2060 1981 1892 448 396
internal_count=2962 2889 2810 2743 567 2176 508 116 2060 1981 1892 448 396
is_linear=0
shrinkage=0.0075133


Tree=1430
num_leaves=18
num_cat=0
split_feature=123 10 14 16 160 14 0 0 0 123 48 160 16 0 160 16 0
split_gain=180.569 126.867 87.3767 63.8496 36.3415 26.5243 55.0046 22.2557 19.2826 16.0499 14.5481 13.2112 11.4549 10.366 6.31741 3.70985 2.22884
threshold=0.081630000000000022 -0.16491499999999995 -0.31893999999999995 -0.27157999999999993 0.058535000000000011 0.073890000000000011 -0.11167499999999998 -0.14920999999999998 -0.076384999999999995 0.11107500000000002 0.093225000000000016 -1.0000000180025095e-35 -0.16318499999999997 -0.18240499999999996 0.085460000000000022 0.024125000000000004 -0.099244999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 11 6 7 -5 15 12 -10 -4 -2 -13 -14 -8 -15
right_child=9 2 3 5 -6 -7 8 -9 10 -11 -12 13 14 16 -16 -17 -18
leaf_value=0.00081752498363902031 0.0021185379593899284 0.0018232791822059894 0.0042828042186331223 0.0045055298639320356 0.0055228939331496453 0.0066297151335301093 0.0053556579477369443 0.0026777755119294514 0.0049040331247586725 0.0013277480583132959 0.0036596318427624731 0.0021598198855964329 0.0037754657534597468 0.0038340503390121941 0.0026390437992331981 0.0049382831830734955 0.0030859032132156744
leaf_weight=52 80 61 71 91 64 68 1188 83 622 54 68 64 83 53 52 159 52
leaf_count=52 80 61 71 91 64 68 1188 83 622 54 68 64 83 53 52 159 52
internal_value=0 0.0047639 0.00484151 0.00491277 0.00381432 0.00505929 0.00501098 0.00363383 0.0051286 0.00257196 0.00478144 0.00335859 0.00288433 0.00297015 0.00333793 0.00530641 0.0034638
internal_weight=0 2696 2644 2583 304 2279 2211 174 2037 269 690 240 215 169 135 1347 105
internal_count=2965 2696 2644 2583 304 2279 2211 174 2037 269 690 240 215 169 135 1347 105
is_linear=0
shrinkage=0.00255085


Tree=1431
num_leaves=23
num_cat=0
split_feature=1 4 47 12 1 47 4 48 12 1 12 12 10 4 11 15 12 16 1 4 1213 4
split_gain=240.457 40.3582 32.6095 25.5134 25.2232 15.6399 15.6554 13.3946 9.92137 8.9709 10.8091 8.76414 6.92681 5.88999 5.2493 7.86669 5.26501 3.72021 2.36701 1.78333 1.56558 1.23531
threshold=0.10921500000000002 0.31392000000000003 0.083670000000000008 0.056995000000000011 0.13662500000000002 1.0000000180025095e-35 -0.17568999999999999 0.12036500000000001 -1.0000000180025095e-35 0.092485000000000026 -0.0066799999999999993 0.11878500000000002 -0.013164999999999998 0.41165000000000002 1.0000000180025095e-35 0.039965000000000007 0.091290000000000024 0.054560000000000004 0.090300000000000005 -0.076164999999999997 -0.080974999999999978 -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
left_child=1 3 4 5 8 6 -1 -4 -2 10 -8 14 -6 -10 16 -16 18 19 20 -18 -5 -19
right_child=2 -3 7 11 12 -7 9 -9 13 -11 -12 -13 -14 -15 15 -17 17 21 -20 -21 -22 -23
leaf_value=0.0043433943145937725 0.0016714150062637778 0.0020996080199411032 0.0036950715082122209 0.0041350991233072391 0.00023990937766675966 0.0046442258885743583 0.0040323273456037935 0.0021531831701762385 0.0030927550139569345 0.0024275742460916801 0.002722363235986795 0.0033714325172824432 0.0013870895250646855 0.0020814549435726908 0.0042575209506640083 0.0054492953357859605 0.0043222073730261991 0.0038504054687410832 0.0037981934703731259 0.0040075811210677744 0.0043807195967677653 0.0033924224883450913
leaf_weight=69 99 66 102 209 52 63 79 54 91 103 79 77 90 60 98 54 187 112 56 298 810 57
leaf_count=69 99 66 102 209 52 63 79 54 91 103 79 77 90 60 98 54 187 112 56 298 810 57
internal_value=0 0.00402915 0.00219424 0.00408331 0.00180923 0.00350139 0.00328314 0.00316151 0.00228741 0.00300274 0.00337751 0.00420009 0.000967183 0.00269109 0.004234 0.00468109 0.00419468 0.00401713 0.00430267 0.00412895 0.00433037 0.0036961
internal_weight=0 2417 548 2351 392 393 330 156 250 261 158 1958 142 151 1881 152 1729 654 1075 485 1019 169
internal_count=2965 2417 548 2351 392 393 330 156 250 261 158 1958 142 151 1881 152 1729 654 1075 485 1019 169
is_linear=0
shrinkage=0.00250084


Tree=1432
num_leaves=16
num_cat=0
split_feature=2 106 49 4 14 42 16 4 16 133 2 4 4 4 2
split_gain=9.00407 4.00322 3.94187 3.57706 2.68516 2.62622 2.36608 2.28128 2.91288 2.52916 2.23184 1.91933 1.81832 1.64037 1.55355
threshold=0.13554000000000002 0.085650000000000018 -0.16404499999999997 0.31392000000000003 0.073890000000000011 0.086855000000000016 -0.20132999999999998 0.043640000000000005 0.51041000000000014 0.095345000000000013 0.31115000000000004 0.42642000000000008 0.2642250000000001 0.067120000000000013 0.14492000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 11 12 9 -9 -8 13 -5 -4 -2 -15
right_child=10 -3 3 5 -6 -7 7 8 -10 -11 -12 -13 -14 14 -16
leaf_value=0.0039299880048429842 -0.00076840677374841551 -0.00051616305370621172 0.003394221348307659 0.0002346703101837861 0.0031785568926628992 -0.0007783450761106775 0.0015392262232889736 -9.1574183384668075e-05 0.0019218995817963634 0.0023212425549111902 -0.0015919217574788124 0.0022000403393397316 0.0015345527042521475 -0.00010227500312442447 0.0018377494072411439
leaf_weight=52 59 59 92 68 83 67 1641 118 85 345 53 69 60 53 61
leaf_count=52 59 59 92 68 83 67 1641 118 85 345 53 69 60 53 61
internal_value=0 0.00162007 0.00166713 0.00162233 0.00171113 0.000566722 0.00165906 0.00158947 0.00075107 0.00167512 -0.000102276 0.00122517 0.00266072 0.000353578 0.000935031
internal_weight=0 2739 2680 2628 2424 204 2341 2189 203 1986 226 137 152 173 114
internal_count=2965 2739 2680 2628 2424 204 2341 2189 203 1986 226 137 152 173 114
is_linear=0
shrinkage=0.00829529


Tree=1433
num_leaves=14
num_cat=0
split_feature=2 124 15 49 160 0 15 0 1447 480 15 0 484
split_gain=6.27807 3.96256 3.45222 2.55574 2.89896 2.43285 2.37982 4.68203 2.10431 1.65312 1.49117 2.61777 2.2292
threshold=0.14073000000000005 -0.087104999999999988 -0.41956999999999994 -0.16230499999999995 -0.54959499999999994 -0.091829999999999981 -0.035654999999999992 -0.061674999999999994 -0.080964999999999995 0.086995000000000017 0.084495000000000015 -0.071749999999999994 0.11628500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 -3 7 -2 9 -6 12 -12 -10
right_child=6 2 3 4 8 -7 -8 -9 10 -11 11 -13 -14
leaf_value=-0.00031919421841728661 0.0018935532705379142 -0.0011301214432510253 0.0030940604239613448 -0.00046561976362961258 0.0028953844903145867 0.0009830842523271769 -0.0015238899697948881 -0.0012220189120921176 0.0011080144299189883 0.0011925580097494142 0.0013843347830100666 0.0025465315086473364 0.0024915917378911913
leaf_weight=94 61 57 52 53 96 80 60 57 1428 55 652 145 75
leaf_count=94 61 57 52 53 96 80 60 57 1428 55 652 145 75
internal_value=0 0.00125772 0.00131279 0.00137759 0.00134191 0.000103258 -0.000256077 0.000387866 0.00138103 0.0022757 0.00132226 0.00159588 0.00117711
internal_weight=0 2787 2693 2556 2504 137 178 118 2451 151 2300 797 1503
internal_count=2965 2787 2693 2556 2504 137 178 118 2451 151 2300 797 1503
is_linear=0
shrinkage=0.00781684


Tree=1434
num_leaves=13
num_cat=0
split_feature=3 10 14 123 14 3 4 4 4 13 3 13
split_gain=8.37389 2.28743 2.60568 2.19994 2.20007 2.50862 4.27637 1.72111 3.48539 1.66386 1.65681 0.813463
threshold=0.35004500000000011 -0.16491499999999995 0.073890000000000011 0.081630000000000022 -0.10523499999999998 -0.15327499999999997 -0.17568999999999999 -0.39175499999999991 -0.12685999999999997 -0.006154999999999999 -0.0013299999999999998 -0.076534999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -6 -7 -9 10 11 -5
right_child=-2 2 -4 9 5 7 -8 8 -10 -11 -12 -13
leaf_value=-0.00057630124465922613 -0.0016192956440709023 0.0025082734564606801 0.0024300058728807263 0.00052164621058749271 0.0012971693847808048 0.0022255794289908408 -0.0015154661905060738 -0.00096739008068148205 0.0011626219294929335 -0.00094668644770567166 -0.00041701668083060254 0.0019018134229479805
leaf_weight=54 78 75 96 53 81 96 64 52 2142 54 59 61
leaf_count=54 78 75 96 53 81 96 64 52 2142 54 59 61
internal_value=0 0.00108073 0.00111235 0.0010661 0.00113545 0.00109313 5.51315e-05 0.00115882 0.0011121 0.000298881 0.000688173 0.00126092
internal_weight=0 2887 2833 2737 2510 2435 145 2290 2194 227 173 114
internal_count=2965 2887 2833 2737 2510 2435 145 2290 2194 227 173 114
is_linear=0
shrinkage=0.00813264


Tree=1435
num_leaves=29
num_cat=0
split_feature=4 3 2 2 2 0 3 2 16 3 3 2 2 48 155 3 3 49 16 0 43 3 0 42 3 2 0 42
split_gain=257.072 100.189 41.516 25.6969 24.2075 26.2391 16.9854 15.9588 10.9788 8.7683 8.27381 7.43183 6.97892 6.32728 6.03066 21.1993 5.54811 5.02233 3.88036 3.24825 3.33009 3.51444 3.1235 3.04685 1.96604 2.77262 2.04365 1.40969
threshold=0.31392000000000003 -0.064349999999999991 0.13447000000000003 -0.007134999999999999 0.093320000000000014 -0.12851999999999997 -0.082634999999999986 0.098655000000000007 -0.069169999999999995 -0.14186499999999996 0.093925000000000022 0.13966500000000001 0.10724500000000002 0.094910000000000008 0.10222000000000002 -0.10337499999999998 0.0066850000000000008 -0.081629999999999994 -0.065894999999999981 -0.076734999999999984 -0.083479999999999985 -0.082354999999999984 -0.037444999999999992 0.091330000000000008 -0.08095999999999999 0.090215000000000004 -0.094479999999999995 -0.044384999999999994
decision_type=2 2 2 2 2 2 2 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 10 8 -2 9 -6 18 16 12 -8 -4 15 -9 -5 -11 -1 24 -21 -22 -7 27 26 -26 -19 -17
right_child=6 2 13 4 5 22 11 14 -10 17 -12 -13 -14 -15 -16 23 -18 19 -20 20 21 -23 -24 -25 25 -27 -28 -29
leaf_value=0.01377965985824464 0.011581950270153017 0.011145296132899886 0.011377442552071912 0.013399539698289787 0.012085037898944086 0.012691537564167335 0.0099462664238038605 0.011311947419181468 0.010389005560264055 0.012803106846914103 0.012675775909660831 0.0094985386291885718 0.0111136516769986 0.010058281471607308 0.01362872237794034 0.013144995269432226 0.014503209390314539 0.014161760669676251 0.014803438550628208 0.012663068599357813 0.014044317720279765 0.013231729340199703 0.01349402300944548 0.012739983190329068 0.013618980417731349 0.013099950448575301 0.013656408295031999 0.013737937887663861
leaf_weight=53 92 81 54 77 59 100 74 59 54 68 60 75 78 54 74 68 61 67 59 52 54 157 58 82 241 116 787 59
leaf_count=53 92 81 54 77 59 100 74 59 54 68 60 75 78 54 74 68 61 67 59 52 54 157 58 82 241 116 787 59
internal_value=0 0.0131709 0.0122544 0.012556 0.0127996 0.0122728 0.0105984 0.013473 0.0112748 0.0135835 0.0135205 0.0101997 0.0105455 0.0107181 0.012939 0.0127484 0.0138876 0.01353 0.0143192 0.0135635 0.0132864 0.0134398 0.0129863 0.0131538 0.0136237 0.0134504 0.0136961 0.0134207
internal_weight=0 2654 658 550 469 271 319 1996 113 1654 198 227 152 108 342 268 138 1542 112 1474 263 211 158 209 1211 357 854 127
internal_count=2973 2654 658 550 469 271 319 1996 113 1654 198 227 152 108 342 268 138 1542 112 1474 263 211 158 209 1211 357 854 127
is_linear=0
shrinkage=0.00270699


Tree=1436
num_leaves=11
num_cat=0
split_feature=48 9 16 4 0 1348 48 9 0 16
split_gain=4.42996 4.08979 3.11775 3.41194 2.78885 2.49838 4.41926 3.36291 3.37228 2.06823
threshold=0.14177500000000004 -1.0000000180025095e-35 -0.54150999999999994 0.27258000000000004 -0.036459999999999992 0.084620000000000015 -0.082494999999999985 0.037245000000000007 -0.22745499999999999 -0.45743999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 9 6 -4 8 -8 -5
right_child=-2 2 3 4 -6 -7 7 -9 -10 -11
leaf_value=-9.3651553980414739e-05 -0.00083653529481101004 0.0035363384434238302 0.0044064473271649938 0.001040706832093451 0.0022519553623951264 -0.00014663575195139765 0.0038728834211041226 0.0040219886757260834 0.0016792110479796854 -0.00095777382476818764
leaf_weight=100 57 77 53 84 64 52 58 53 2292 83
leaf_count=100 57 77 53 84 64 52 58 53 2292 83
internal_value=0 0.00168989 0.00175326 0.0017031 0.000658222 0.0017993 0.00184054 0.00178391 0.00173339 4.6876e-05
internal_weight=0 2916 2816 2739 231 2508 2456 2403 2350 167
internal_count=2973 2916 2816 2739 231 2508 2456 2403 2350 167
is_linear=0
shrinkage=0.00897909


Tree=1437
num_leaves=16
num_cat=0
split_feature=46 9 1 51 41 4 16 4 4 148 1456 484 16 156 43
split_gain=3.03698 3.61561 2.62032 3.83516 3.29317 4.46841 2.88138 2.86611 5.51678 4.49553 2.6366 3.91581 2.0402 1.48743 1.41366
threshold=0.081930000000000017 -1.0000000180025095e-35 0.089455000000000021 -0.16697999999999999 0.084515000000000021 -0.4950449999999999 -0.54150999999999994 -0.17006499999999999 -0.07879499999999999 -0.064274999999999985 -0.076309999999999989 -0.020824999999999996 0.16703000000000004 0.086860000000000007 -0.037954999999999996
decision_type=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 -9 -10 11 -7 13 -12 -14
right_child=-2 2 3 6 -6 10 7 8 9 -11 12 -13 14 -15 -16
leaf_value=-0.0003569852859137775 0.0032301800562750905 0.0036503041855769987 0.0025600905122813624 0.002669158130026209 -0.00041224582918847797 -0.0014388501000539042 0.0020840865276854003 -0.0016738354658594736 -0.00148639342515444 0.00092587868004757109 0.00174992153386986 0.0013624991913350484 0.0012059781551605386 0.00083163004932964657 -0.0004070956508914428
leaf_weight=96 53 66 91 52 62 52 87 73 58 634 1238 101 121 135 54
leaf_count=96 53 66 91 52 62 52 87 73 58 634 1238 101 121 135 54
internal_value=0 0.00122547 0.00127929 0.000936457 0.00146575 0.00153169 0.000772918 0.000657081 0.000494679 0.000723566 0.00144944 0.000409828 0.00155213 0.0016597 0.000707724
internal_weight=0 2920 2824 995 1829 1767 904 852 765 692 1701 153 1548 1373 175
internal_count=2973 2920 2824 995 1829 1767 904 852 765 692 1701 153 1548 1373 175
is_linear=0
shrinkage=0.00829529


Tree=1438
num_leaves=20
num_cat=0
split_feature=3 3 15 0 49 47 133 12 41 3 40 40 129 12 0 3 0 15 12
split_gain=2.76299 3.05425 2.77042 7.8446 2.5434 2.10704 3.6362 6.99011 2.58293 2.3899 4.53972 2.70351 1.96273 3.29298 3.38412 1.66167 1.49908 1.39308 1.32076
threshold=0.092005000000000017 0.076825000000000018 -0.037394999999999991 -0.038724999999999989 0.0062600000000000008 0.080075000000000021 0.084845000000000018 0.085280000000000009 0.079395000000000007 -0.046079999999999989 -0.062739999999999976 -0.08440499999999998 -1.0000000180025095e-35 0.081080000000000013 -0.11471499999999998 -0.14326499999999995 -0.079794999999999991 -0.40166999999999992 0.093815000000000023
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 17 8 7 -7 9 12 11 -11 -1 -14 -15 -10 -12 -2 -9
right_child=2 -3 3 -5 -6 6 -8 18 15 10 16 -13 13 14 -16 -17 -18 -19 -20
leaf_value=-0.00034114031733272675 0.0010758249464508992 0.0024781549946700241 -0.0022238418382277518 0.0010603080926850804 0.0018511549566170178 0.004095435656181535 0.00018838458839612996 0.0018504694807034777 -0.0010180820764591489 -3.560939390491455e-05 -3.0304772605498024e-05 0.0017165850460914595 0.0024500117176662886 -0.00062792585691740486 0.0010232405565359995 0.00068896422604118623 -0.0016613905776909292 -0.00034381257730436618 0.00069914709413532769
leaf_weight=52 57 62 65 76 73 53 84 92 57 72 57 103 75 62 1647 53 52 80 101
leaf_count=52 57 62 65 76 73 53 84 92 57 72 57 103 75 62 1647 53 52 80 101
internal_value=0 0.000955187 0.000299103 -0.000453136 0.00080453 0.000918273 0.00143625 0.00186205 0.000841589 0.000895406 0.000302473 0.000995259 0.000987082 0.00102584 0.000963295 -0.000194922 -0.000809117 0.000246299 0.00124835
internal_weight=0 2622 351 141 210 2560 330 246 2230 2120 284 175 1836 1784 1709 110 109 137 193
internal_count=2973 2622 351 141 210 2560 330 246 2230 2120 284 175 1836 1784 1709 110 109 137 193
is_linear=0
shrinkage=0.00694113


Tree=1439
num_leaves=29
num_cat=0
split_feature=4 12 12 13 133 12 11 150 16 52 4 13 11 4 15 4 12 15 16 4 16 15 48 4 16 52 13 52
split_gain=220.549 77.7477 32.6944 26.9973 20.9412 14.3245 14.206 13.242 10.8858 9.55218 9.11334 8.26808 8.05466 7.933 5.09299 4.62657 4.50822 3.55641 2.8451 2.29947 1.54607 1.49495 1.48871 1.46 1.72819 1.16239 1.18789 0.30258
threshold=0.31392000000000003 0.056995000000000011 0.11819000000000002 -0.27740999999999993 0.086265000000000022 0.093815000000000023 0.076235000000000011 0.083435000000000023 -0.07027499999999999 -0.088174999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.065239999999999979 -1.0000000180025095e-35 -0.091059999999999988 -0.082654999999999992 -0.0039399999999999991 -0.077679999999999985 0.054720000000000012 -0.45743999999999996 -0.42075999999999997 0.083540000000000017 0.00059000000000000014 -0.063769999999999979 0.099570000000000006 0.06211500000000001 -0.14757499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 7 12 11 8 -5 -10 -11 16 15 18 -4 -3 -2 23 -7 22 -21 -13 -17 27 -25 26 -20 -15
right_child=6 2 14 4 -6 13 -8 -9 9 10 -12 21 -14 17 -16 19 -18 -19 25 20 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=0.0010693194012724315 0.00091548158937377515 0.0030590704086260936 0.0028614597722904367 0.0039813476009581033 0.001580154785283887 0.0040894799504778822 0.0023712617785865389 0.002083409881470444 0.0035344831012067116 0.0019326824015138745 0.0032829900255104444 0.0017583880788071074 0.0045562248100663554 0.0033454335035033845 0.0017600093824135209 0.003900304451427865 2.2627219295348518e-05 0.0026279587983306339 0.0039282691038023867 0.0037722122059537849 0.0031667979649071115 0.0011737654175930396 0.0036037732822436124 0.0034746798985992307 0.0028950577238305996 0.0032419373627416551 0.0034162597838178718 0.0036269136597846447
leaf_weight=69 85 53 52 92 80 87 53 81 102 78 56 52 99 54 58 990 65 75 61 58 54 64 127 52 98 63 60 55
leaf_count=69 85 53 52 92 80 87 53 81 102 78 56 52 99 54 58 990 65 75 61 58 54 64 127 52 98 63 60 55
internal_value=0 0.00340998 0.00363528 0.00256364 0.00277444 0.00371028 0.00116498 0.00300798 0.00323622 0.00294563 0.00249719 0.000924532 0.00385381 0.0033826 0.00228094 0.00379954 0.00052876 0.00311898 0.00370741 0.00383145 0.00348056 0.00143607 0.00386661 0.00326106 0.00309618 0.00352661 0.00367461 0.00348771
internal_weight=0 2654 2096 558 489 1986 319 409 328 236 134 266 1381 605 110 1282 150 334 271 1229 112 116 1117 259 150 184 121 109
internal_count=2973 2654 2096 558 489 1986 319 409 328 236 134 266 1381 605 110 1282 150 334 271 1229 112 116 1117 259 150 184 121 109
is_linear=0
shrinkage=0.00255085


Tree=1440
num_leaves=27
num_cat=0
split_feature=1 12 1 123 3 4 0 4 43 4 14 0 4 0 12 1 0 0 4 12 4 50 4 15 4 15
split_gain=344.192 76.6819 38.3481 26.6668 18.4825 14.8645 12.5104 10.4546 9.18263 11.706 8.56551 14.5344 7.15088 6.95962 4.99919 6.61054 13.6277 8.81313 3.79795 3.45729 2.64524 2.55355 2.63954 2.42337 2.04266 1.88601
threshold=0.10398500000000001 0.087255000000000013 0.12500000000000003 1.0000000180025095e-35 0.10402500000000002 -0.15366499999999997 -0.075804999999999997 -0.012384999999999998 -0.11760499999999999 -0.50231999999999988 -0.42227999999999993 -0.098064999999999986 -0.0069049999999999988 -0.034759999999999992 0.089165000000000008 0.086005000000000012 -0.12259499999999998 -0.14680499999999999 0.27420500000000009 0.09696500000000001 0.012315000000000001 0.11684000000000001 0.032770000000000001 -0.10981499999999998 -0.025079999999999995 0.11357500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 12 4 6 -2 14 8 -8 -10 -7 18 -3 -11 15 17 -17 -1 -12 -9 -19 22 25 -13 -18 -16
right_child=1 2 -4 -5 -6 10 7 19 9 13 11 23 -14 -15 21 16 24 20 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0061169561237506779 0.0033137251909817669 0.0052105565655438764 0.0021836341434955534 0.0033752685477497603 0.0033738426433631442 0.0027609708325139286 0.0037313909691085415 0.0033250853310649573 0.0059254996270189219 0.0049061513066986744 0.0024911168772151441 0.00070094237523981825 0.004079884954796306 0.0038942971859608315 0.0050389130428492804 0.0036230435018435509 0.0047964988368952681 0.0052050360333469907 0.0017370034085171918 0.004257130543671897 0.004704707655251072 0.0042570436274184213 0.0044824925104837467 0.0014187223364702625 0.0054632248965724899 0.0045148418916748524
leaf_weight=73 52 72 66 88 57 56 54 52 65 204 95 84 88 63 370 59 61 683 94 62 85 52 98 55 72 57
leaf_count=73 52 72 66 88 57 56 54 52 65 204 95 84 88 63 370 59 61 683 94 62 85 52 98 55 72 57
internal_value=0 0.00263189 0.00388658 0.00480846 0.00486665 0.00198145 0.00490696 0.00453967 0.00474853 0.00491388 0.00180097 0.00163698 0.00458886 0.00466751 0.00502101 0.00513196 0.00468622 0.00523369 0.00211621 0.00383224 0.0051497 0.00482232 0.00487826 0.00098516 0.00515765 0.00496902
internal_weight=0 662 226 2255 2167 436 2110 500 386 332 384 328 160 267 1610 1033 192 841 189 114 768 577 525 139 133 427
internal_count=2917 662 226 2255 2167 436 2110 500 386 332 384 328 160 267 1610 1033 192 841 189 114 768 577 525 139 133 427
is_linear=0
shrinkage=0.00265391


Tree=1441
num_leaves=27
num_cat=0
split_feature=4 12 150 12 14 16 15 16 0 4 12 16 11 49 4 4 15 52 0 0 483 160 42 4 15 15
split_gain=218.934 77.3901 24.0913 16.741 15.2993 21.8032 13.8601 16.2707 28.0376 21.4088 9.76146 7.17027 6.06017 5.78954 5.78833 4.3465 3.52867 3.18521 4.72764 2.9321 2.38217 3.45968 1.54108 1.46133 1.20702 0.728289
threshold=0.31392000000000003 0.056995000000000011 0.08486500000000001 0.09253500000000002 -0.45687499999999998 -0.53870999999999991 0.043560000000000008 0.11160500000000002 -0.076589999999999978 -1.0000000180025095e-35 0.14472000000000004 -0.47730499999999992 1.0000000180025095e-35 -0.075679999999999983 -0.090174999999999991 -0.040394999999999993 -0.016999999999999998 0.098580000000000015 -0.072924999999999976 -0.10934999999999999 -0.084544999999999995 1.0000000180025095e-35 0.11033000000000003 0.074650000000000008 -0.08237499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 12 -2 -6 7 8 9 -1 15 -7 14 -4 -3 17 23 22 -19 -16 -21 -22 25 24 -17 -5
right_child=4 3 13 10 5 11 -8 -9 -10 -11 -12 -13 -14 -15 19 16 -18 18 -20 20 21 -23 -24 -25 -26 -27
leaf_value=0.0021082946076036294 0.0024594788007440581 0.0029817411823965514 0.0022229818789156249 0.0039461016926443581 0.0022014438839930445 0.0012047333250483003 0.0039452987703194687 0.0035654954309835962 0.001494647240823288 0.0036729618290693255 0.0024161723844508013 0.00031734655879291394 0.0043207793060558537 0.0012635915009755025 0.0032734020250087771 0.0034322412552152469 0.0026990596294313501 0.0037111629122750542 0.0028640174203316054 0.0041458730519788817 0.0037858882086112991 0.0033626160096005258 0.0034031404888792151 0.0036148862706930933 0.0030883644549727211 0.003673952328701996
leaf_weight=76 58 52 70 89 75 93 55 90 94 100 53 87 86 56 63 87 55 63 68 78 882 108 69 64 127 119
leaf_count=76 58 52 70 89 75 93 55 90 94 100 53 87 86 56 63 87 55 63 68 78 882 108 69 64 127 119
internal_value=0 0.00339548 0.00264773 0.00359155 0.00142964 0.00119531 0.00290603 0.00274719 0.00247434 0.00299744 0.00333838 0.000775961 0.00374994 0.00179677 0.00370842 0.00340431 0.00321531 0.00355851 0.0032716 0.00374181 0.00376942 0.00373974 0.00369411 0.00331736 0.00322828 0.00379051
internal_weight=0 2604 541 2063 313 255 415 360 270 176 794 180 1269 126 1183 741 333 408 131 1131 1068 990 277 278 214 208
internal_count=2917 2604 541 2063 313 255 415 360 270 176 794 180 1269 126 1183 741 333 408 131 1131 1068 990 277 278 214 208
is_linear=0
shrinkage=0.00222067


Tree=1442
num_leaves=38
num_cat=0
split_feature=1 52 1 42 15 1 49 16 13 4 16 15 4 43 13 52 156 13 52 1 16 13 52 4 1 1213 403 15 4 1 42 13 16 42 43 52 52
split_gain=248.909 52.384 27.8514 17.743 17.3252 22.4415 16.3807 9.63164 8.80885 7.54435 7.81584 7.44139 8.61466 6.81134 10.3153 5.83065 5.21941 4.97119 4.3819 4.32323 4.24513 4.75339 3.24676 4.53592 2.75072 3.86052 3.15392 2.65343 2.59283 2.35913 2.11973 1.88461 1.18243 1.1655 1.54925 0.998105 0.875736
threshold=0.10398500000000001 -0.41694999999999993 0.12700000000000003 0.084360000000000004 0.039965000000000007 0.092395000000000019 -0.021474999999999998 -0.0093249999999999982 -0.014114999999999997 0.0060300000000000015 -0.077049999999999993 0.11447500000000001 -0.14088999999999999 -1.0000000180025095e-35 -0.27740999999999993 0.14295500000000003 0.086995000000000017 -0.064249999999999988 -0.092084999999999986 0.11649500000000002 -0.00040499999999999992 0.0040450000000000009 0.092770000000000005 -0.0051399999999999996 0.087055000000000007 -0.016744999999999999 -0.06166 0.087670000000000012 0.50541500000000006 0.11230000000000001 0.085790000000000019 -0.082584999999999978 -0.16318499999999997 0.087065000000000017 -0.013164999999999998 0.10400000000000002 0.085380000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 5 8 -7 29 9 22 32 12 -6 28 -15 16 20 -13 -8 -5 21 -10 23 31 27 -26 -27 30 -4 -3 36 -1 -11 34 -29 -35 -14
right_child=1 2 13 19 11 6 18 -9 15 10 -12 17 24 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 33 -30 -31 -32 -33 -34 35 -36 -37 -38
leaf_value=0.0032535693301336596 0.0033468318977550224 0.0020694732684527289 0.00078936008359302206 0.002906280576488166 0.0042855708091670457 0.0013813621477744419 0.0032428003058850262 0.00082355350427416364 0.0025364790315240814 0.0034681404946705482 0.0023956224084275587 0.0033094158811756971 0.003686269404130802 0.00067807247799588327 0.0018972123328265314 0.0022039753146474881 0.0023802191315008278 0.002501730508778706 0.0024132479909940146 0.0020725366962051706 0.003461274765895602 0.0033209023980296758 0.0030047928631110744 0.0039166966434264977 0.0036212487091543326 0.0032876605126373457 0.0026002719293103647 0.0032223145993976248 0.00010765079176861981 0.0015245775884434136 0.0039791864116025298 0.0036100327612887525 0.0030232466707763293 0.0033337821369125772 0.0036687189773073011 0.0029657398288193406 0.003415850853168981
leaf_weight=220 77 73 54 63 57 61 52 73 85 66 82 78 102 78 57 56 58 68 73 56 98 65 78 93 63 67 61 67 52 79 64 106 52 101 86 56 140
leaf_count=220 77 73 54 63 57 61 52 73 85 66 82 78 102 78 57 56 58 68 73 56 98 65 78 93 63 67 61 67 52 79 64 106 52 101 86 56 140
internal_value=0 0.00165855 0.00143629 0.00183396 0.00317698 0.00300493 0.002307 0.00147413 0.0031275 0.00327082 0.00291297 0.00338903 0.003466 0.000868563 0.00119299 0.00285147 0.00296989 0.00293339 0.00275853 0.00251413 0.0031077 0.00287655 0.00341478 0.00349105 0.00340808 0.0031784 0.00296026 0.00347926 0.000455156 0.00178642 0.00362396 0.00336955 0.00327228 0.00333635 0.00347339 0.00320265 0.00352993
internal_weight=0 662 585 344 2255 1245 186 225 1059 697 200 1010 864 241 135 362 306 146 125 119 248 150 497 419 807 191 128 616 106 152 306 326 118 310 153 157 242
internal_count=2917 662 585 344 2255 1245 186 225 1059 697 200 1010 864 241 135 362 306 146 125 119 248 150 497 419 807 191 128 616 106 152 306 326 118 310 153 157 242
is_linear=0
shrinkage=0.00217713


Tree=1443
num_leaves=31
num_cat=0
split_feature=1 52 11 124 1 15 0 11 39 42 0 4 15 15 15 13 4 1 4 4 13 1 4 52 133 4 159 42 1 133
split_gain=283.587 60.6318 28.6836 22.6671 18.3739 10.9157 13.6086 11.593 10.1919 15.0267 9.49127 8.45888 10.9989 6.76672 5.3152 5.45006 5.04996 3.41819 4.57071 4.9911 3.12812 2.82519 2.49398 2.46775 1.84264 1.91252 1.47534 1.40775 1.08814 1.93786
threshold=0.10398500000000001 -0.41694999999999993 0.080320000000000016 -0.079729999999999981 0.13686500000000004 0.039965000000000007 -0.22984499999999997 1.0000000180025095e-35 0.087735000000000021 0.082690000000000013 -0.076004999999999975 -0.42305999999999994 -0.037394999999999991 0.098855000000000012 -0.037394999999999991 -0.0012399999999999998 0.40052000000000004 0.092395000000000019 -0.032169999999999997 -0.016029999999999996 -0.065239999999999979 0.085345000000000018 0.38865500000000003 -0.13047499999999998 0.048695000000000009 -0.080414999999999986 -1.0000000180025095e-35 0.088485000000000022 0.087055000000000007 -0.00087999999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 8 6 -5 13 9 14 17 21 23 24 15 -3 -6 18 -8 -20 26 -12 -10 -13 28 27 -15 -26 29 -7
right_child=1 2 -4 5 16 7 10 -9 22 -11 11 12 -14 20 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0023154276958087419 0.0037003823476980456 0.0011480859352113403 0.0030797094207788344 0.0022861154107959186 0.0011543413993486953 0.0038381070315178876 0.0042032659201563264 0.0047498569564864181 0.0005896839877038365 0.002710177240725723 0.0032005136357648083 0.0033913523863602912 0.0018666753389801902 0.0037744823914221508 0.00083751685226047656 0.0020798860078046735 0.00025441908665357535 0.0030775076993727517 0.0030143020157501858 0.0036456016932736547 0.0029956286096636188 0.0039268506031058586 0.0013107859438743811 0.0027723864602242146 0.0035739687360561256 0.0032810562632128002 0.003276921652976582 0.0040581885797287926 0.0036227487914680971 0.0043124165874703626
leaf_weight=88 77 58 56 60 56 335 70 57 52 76 56 85 52 73 53 88 91 69 80 560 102 65 55 63 96 75 63 53 96 57
leaf_count=88 77 58 56 60 56 335 70 57 52 76 56 85 52 73 53 88 91 69 80 560 102 65 55 63 96 75 63 53 96 57
internal_value=0 0.00173437 0.00147555 0.00348872 0.00130569 0.00353635 0.00338027 0.00371611 0.00157818 0.00181839 0.00343993 0.00309834 0.00280021 0.00365406 0.00147768 0.00170989 0.000597418 0.00358066 0.00362952 0.00356673 0.00330919 0.0035909 0.000960579 0.00312804 0.00376931 0.00359069 0.00354418 0.00374638 0.00385125 0.00390714
internal_weight=0 662 585 2255 529 2167 1160 1007 382 275 1100 321 200 950 199 146 147 779 710 640 238 121 107 148 712 224 136 149 488 392
internal_count=2917 662 585 2255 529 2167 1160 1007 382 275 1100 321 200 950 199 146 147 779 710 640 238 121 107 148 712 224 136 149 488 392
is_linear=0
shrinkage=0.00235659


Tree=1444
num_leaves=23
num_cat=0
split_feature=12 156 1 157 3 43 1 39 3 2 3 0 15 2 130 43 1447 160 3 157 0 1447
split_gain=8.25104 10.0407 6.58994 6.60985 3.8716 6.81449 3.59093 3.50226 7.96322 2.93619 1.99625 1.95568 3.30215 5.83064 1.84866 2.42575 1.91516 1.97225 4.29672 1.71605 1.20452 0.853807
threshold=0.023990000000000004 0.094600000000000017 0.095920000000000019 -0.0042999999999999991 -0.00083499999999999991 -0.080454999999999985 0.10910500000000002 0.08950000000000001 0.083395000000000011 -1.0000000180025095e-35 -0.036264999999999992 -0.22984499999999997 -0.26361999999999991 0.114 -0.083579999999999988 -0.18906999999999999 -0.050039999999999994 -0.034419999999999992 -0.095789999999999986 -0.079269999999999993 -0.084444999999999978 -0.086009999999999989
decision_type=2 2 2 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 -5 -2 14 -6 -13 -14 -11 -16 20 18 -18 -19 21 -17
right_child=9 -3 4 7 11 -7 -8 -9 -10 10 -12 12 13 -15 15 16 17 19 -20 -21 -22 -23
leaf_value=-0.0010653605006536717 0.0038390803162671816 0.0034619185954868673 0.0017301105310644821 0.0046573058219943264 -0.00087419325278530939 -0.0033587050065112213 -0.0013843736055780633 0.00050174724739944759 0.00050024483214758592 0.0032174419617319711 0.00025729593444521814 -0.00034424705342871051 0.0039337465240548517 0.00020314317440423924 0.00051754349238089525 0.0013803081040247706 -0.00097165539509102823 0.0031872539365809744 0.0016101025513274043 0.0018728542909518175 0.0033399071230920639 0.0027889938139536662
leaf_weight=52 53 93 53 85 58 62 53 54 54 70 57 91 52 71 98 63 53 76 355 1157 96 61
leaf_count=52 53 93 53 85 58 62 53 54 54 70 57 91 52 71 98 63 53 76 355 1157 96 61
internal_value=0 0.000853035 0.000498704 0.0016109 -0.00012038 -0.00113045 0.000172016 0.00233243 0.00304298 0.00187084 0.00182079 0.000503154 0.000876876 0.00178104 0.00186467 0.00181629 0.00188463 0.00178507 0.00127451 0.00195394 0.00262682 0.00207402
internal_weight=0 778 685 245 440 168 106 193 139 2139 2086 272 214 123 2029 1959 1861 1641 408 1233 220 124
internal_count=2917 778 685 245 440 168 106 193 139 2139 2086 272 214 123 2029 1959 1861 1641 408 1233 220 124
is_linear=0
shrinkage=0.0084612


Tree=1445
num_leaves=18
num_cat=0
split_feature=4 13 49 457 4 13 123 4 51 16 15 52 49 52 4 14 48
split_gain=4.71266 4.67955 3.2539 2.65432 4.7569 2.62689 2.36235 2.36758 2.07799 4.47799 4.84392 3.25035 2.38481 2.12904 2.05958 2.03381 1.73075
threshold=0.046185000000000004 -0.16392499999999996 0.13441 0.084740000000000024 -0.0076199999999999992 -0.15941999999999998 0.084000000000000005 0.012315000000000001 -0.40444499999999994 -0.055004999999999991 -0.033234999999999994 0.0030150000000000008 -0.014989999999999998 0.12109500000000002 0.31392000000000003 0.064610000000000015 0.095090000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -2 7 15 -7 10 11 12 -10 -13 -14 16 -3
right_child=5 2 -4 4 -6 8 -8 -9 9 -11 -12 13 14 -15 -16 -17 -18
leaf_value=-0.00026199222793588345 0.0021998305421061142 0.001779595578221409 0.0036457359566251829 0.0018343676317869842 -0.0014606191137896134 0.0018208143815998 0.0034696934893574858 0.0033207575243123996 -0.0015579605767686241 -0.0010951969423254606 0.002871789264696673 0.002683381641366753 0.0014423862323768187 0.00056531630605844037 -0.0004313840136711767 7.4322695292126578e-05 0.00064800141974714291
leaf_weight=86 96 1667 63 79 52 100 57 64 62 103 72 61 74 77 97 56 103
leaf_count=86 96 1667 63 79 52 100 57 64 62 103 72 61 74 77 97 56 103
internal_value=0 0.00167232 0.00175006 0.00169255 0.000525744 0.000893428 0.00177101 0.00171973 0.000699148 0.000493549 0.000863146 0.000473085 -0.000136057 0.00150222 0.000378959 0.00166357 0.0017138
internal_weight=0 2227 2141 2078 131 742 1947 1890 646 546 443 371 233 138 171 1826 1770
internal_count=2969 2227 2141 2078 131 742 1947 1890 646 546 443 371 233 138 171 1826 1770
is_linear=0
shrinkage=0.0084612


Tree=1446
num_leaves=20
num_cat=0
split_feature=2 15 3 376 2 3 147 2 3 3 13 3 15 15 42 15 2 42 133
split_gain=150.386 66.2745 29.3625 17.6945 15.7946 13.4853 11.8278 10.9123 10.8344 10.6638 8.35061 7.76833 4.74837 4.17491 3.79031 2.71787 2.54668 1.83754 0.914836
threshold=0.11152000000000002 -0.2987999999999999 -0.053364999999999996 0.076485000000000011 0.10060500000000001 -0.11211999999999998 0.087170000000000011 0.16730000000000003 -0.08867499999999999 -0.14186499999999996 -0.11760499999999999 0.28833000000000003 -0.040119999999999996 -0.40166999999999992 0.091485000000000025 -0.042209999999999991 0.10510500000000002 0.080725000000000005 0.066685000000000008
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 6 -2 9 11 -6 17 -11 13 16 -4 -12 -15 -10 -3 -7
right_child=2 3 7 -5 8 18 -8 -9 12 10 14 -13 -14 15 -16 -17 -18 -19 -20
leaf_value=0.0012156778119077824 0.001626446686902872 0.0036739876738547689 0.0012381144792832847 0.0021120339707500001 0.0018773729850153219 0.0026006823506464233 0.0023675687643506613 0.00046312149155779142 0.0029759932424496087 0.0023392711376524766 0.0033078262327843094 0.00087605314804019968 0.0033858063302690598 0.0022299359687232225 0.0030461006772151337 0.0015752700639178254 0.002270410895134176 0.0042662929706569017 0.0029632163941210776
leaf_weight=97 81 58 58 85 71 75 78 63 53 53 1381 72 70 81 361 55 53 52 72
leaf_count=97 81 58 58 85 71 75 78 63 53 53 1381 72 70 81 361 55 53 52 72
internal_value=0 0.00305034 0.00174442 0.0031272 0.00316588 0.00236927 0.00323321 0.00131132 0.00262523 0.00326864 0.00322662 0.00151212 0.00292679 0.00174806 0.0032536 0.00196536 0.00262343 0.00395421 0.00277841
internal_weight=0 2412 557 2315 2230 228 1983 329 247 1905 1795 266 176 194 1742 136 106 110 147
internal_count=2969 2412 557 2315 2230 228 1983 329 247 1905 1795 266 176 194 1742 136 106 110 147
is_linear=0
shrinkage=0.00226508


Tree=1447
num_leaves=29
num_cat=0
split_feature=1 1 12 10 4 39 457 4 3 3 51 4 4 3 12 124 158 3 3 12 4 16 1446 1 3 16 3 131
split_gain=188.446 43.2475 31.51 28.1916 21.7845 15.2478 9.72221 9.28714 8.87919 12.443 8.56037 5.13482 7.39238 6.98076 4.9727 4.83246 4.64581 4.42681 4.23174 2.78508 3.09725 2.45952 2.07399 2.74536 1.76161 1.53559 1.39347 0.588265
threshold=0.11829500000000003 0.092845000000000025 0.088395000000000015 -0.020369999999999996 -0.15366499999999997 0.087735000000000021 0.084740000000000024 0.046185000000000004 -0.0066499999999999988 0.11269500000000002 -0.06533499999999999 -0.16236499999999995 -0.49010499999999996 -0.04682999999999999 0.099980000000000013 -0.0031349999999999993 0.08413000000000001 0.081495000000000012 0.15217000000000003 0.092085000000000014 -0.082274999999999987 -0.33811499999999994 0.088585000000000011 0.088395000000000015 -0.10067 0.026395000000000005 -0.086284999999999987 0.090920000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -2 -3 10 8 11 -6 -10 -5 12 -1 19 24 -7 21 -15 -12 22 -21 -9 23 -13 -4 -23 -22 -26
right_child=3 2 14 5 6 15 -8 16 9 -11 18 13 -14 17 -16 -17 -18 -19 -20 20 26 25 -24 -25 27 -27 -28 -29
leaf_value=0.003192846595629459 -3.9840422142288585e-05 0.0032448639903294922 0.0035352823066620038 0.0026683828512867975 0.0013709264159878377 0.0013422656155218473 0.0008705284114582715 0.0028959961779309283 0.003064432114136676 0.0015827423037281336 0.0019854073808419871 0.0032525988862933926 0.0021099742970329041 0.0041669133652469754 0.0025485643488413652 0.00045789054533750489 0.0031784632511188417 0.0033350893892468451 0.0011921087962720655 0.0034747634704703169 0.0026093947549258177 0.0021203148909031875 0.0036373217117451704 0.0028742739515274737 0.0031778598622246236 0.0026343093589238442 0.0029988167638426992 0.0028768896069001227
leaf_weight=78 64 53 52 59 85 72 57 62 56 56 80 902 52 59 90 53 81 69 57 63 55 66 61 107 80 52 290 58
leaf_count=78 64 53 52 59 85 72 57 62 56 56 80 902 52 59 90 53 81 69 57 63 55 66 61 107 80 52 290 58
internal_value=0 0.00297105 0.00244097 0.00130558 0.00194939 0.00157391 0.00167898 0.00312685 0.00191278 0.0023238 0.00196053 0.00318565 0.00275988 0.0032201 0.00297988 0.00096748 0.00273564 0.00371869 0.00165552 0.00317691 0.00301993 0.00253624 0.00323674 0.0032125 0.00318406 0.00234702 0.0029368 0.00305154
internal_weight=0 2584 587 385 307 321 254 1997 197 112 196 1736 130 1606 280 125 261 128 137 1478 408 180 1070 1009 190 118 345 138
internal_count=2969 2584 587 385 307 321 254 1997 197 112 196 1736 130 1606 280 125 261 128 137 1478 408 180 1070 1009 190 118 345 138
is_linear=0
shrinkage=0.00222067


Tree=1448
num_leaves=22
num_cat=0
split_feature=2 133 156 457 160 130 13 42 157 160 41 8 1212 403 457 13 13 12 2 12 42
split_gain=7.96822 4.48041 6.89965 5.54563 5.90994 5.73887 2.4333 2.30715 2.63669 2.26414 1.80048 2.83481 2.41441 3.57683 1.94836 1.81524 3.94485 1.72876 2.43037 0.966952 0.626386
threshold=0.092155000000000015 0.0029250000000000005 0.10779500000000002 0.08351500000000002 0.024885000000000001 -0.0090649999999999984 -0.08620499999999999 -0.067604999999999985 -0.0041249999999999993 -0.5242349999999999 0.080335000000000018 0.084325000000000011 0.089185000000000014 -0.088579999999999978 0.087350000000000011 0.084770000000000026 0.032645000000000007 0.11108500000000002 0.097180000000000016 0.085945000000000008 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
left_child=9 2 3 4 5 -2 -3 -7 -9 -1 11 12 14 -14 15 16 -11 18 -8 -20 -21
right_child=1 6 -4 -5 -6 7 17 8 -10 10 -12 -13 13 -15 -16 -17 -18 -19 19 20 -22
leaf_value=0.0026063313317734108 -0.0019288299487926414 0.0025123741239410405 0.0021764671621885604 -0.0015118553493559019 0.0020344461929834847 0.0017185965245197852 0.0017298927549966904 0.0015846228194610363 2.6738914936873423e-05 0.0014789713333903578 0.0026287831250685744 -0.00011299099299504359 -0.00075812009296603042 0.00138139603455405 0.0025579269414229898 0.0023673023502358229 -0.00034621872346672221 0.002037330021461311 -0.00033289067951091793 0.0011700498702006078 0.00019432108279975713
leaf_weight=76 52 66 93 72 89 53 94 56 355 1231 54 54 53 101 77 93 55 71 55 66 53
leaf_count=76 52 66 93 72 89 53 94 56 355 1231 54 54 53 101 77 93 55 71 55 66 53
internal_value=0 0.000771369 0.000472446 0.000238259 0.000446654 0.000172653 0.00133952 0.000408317 0.000239179 0.00147832 0.00142838 0.00138938 0.00143982 0.000644607 0.00152388 0.00146608 0.00140086 0.00111096 0.000865278 0.000397778 0.00073608
internal_weight=0 1175 770 677 605 516 405 464 411 1794 1718 1664 1610 154 1456 1379 1286 339 268 174 119
internal_count=2969 1175 770 677 605 516 405 464 411 1794 1718 1664 1610 154 1456 1379 1286 339 268 174 119
is_linear=0
shrinkage=0.0066716


Tree=1449
num_leaves=30
num_cat=0
split_feature=1 1 12 1 150 2 12 3 39 4 4 15 3 0 1 41 4 0 1429 3 52 133 159 402 0 49 15 15 4
split_gain=242.673 46.6506 35.0086 20.0567 20.044 8.701 7.54633 7.16581 8.09654 6.39108 8.1606 5.73543 5.42776 4.59355 3.22589 2.96541 2.90975 7.24876 2.60499 2.53484 2.36007 2.25855 2.01171 2.0093 1.58053 1.47057 2.34838 1.08525 0.387427
threshold=0.10423500000000001 0.13612500000000002 0.085075000000000026 0.092845000000000025 1.0000000180025095e-35 0.092155000000000015 0.099980000000000013 0.28833000000000003 0.098380000000000009 -0.021669999999999998 0.094220000000000012 -0.13843999999999998 -0.051469999999999995 -0.032274999999999991 0.12040000000000002 0.075585000000000013 0.052250000000000012 -0.088084999999999983 0.084770000000000012 -0.10519499999999998 0.042815000000000006 0.11330000000000001 -0.025079999999999995 -0.020594999999999999 -0.083844999999999989 0.011845000000000001 0.092495000000000008 0.097920000000000021 -0.065794999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 5 12 15 -4 8 -3 -2 -11 14 27 16 -12 18 17 -7 19 -1 24 22 -21 -23 -18 26 -19 28 -5
right_child=1 7 6 4 -6 13 -8 -9 -10 10 11 -13 -14 -15 -16 -17 20 25 -20 21 -22 23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.004170287521005578 0.0024196193954263527 0.0018263136009921701 0.003579474844946169 0.0037213923418613856 0.0014972193842778801 0.0044212662737007566 0.0025293796156692309 6.9185455541852621e-05 0.00045558532862540651 0.00082328237524569264 0.0019024240173213108 0.0024311065179394437 0.0025756950141238833 0.0028202355383233082 0.0010385013032318396 0.0042400876074704698 0.0026119276690949214 0.0029474035372400345 0.0032552160616975676 0.0040301926296399896 0.0034977884923383406 0.0036462312057017206 0.0036764487467200653 0.0029723880471221316 0.0032398047744204134 0.00368654987193457 0.0034946386300860827 0.0031350068902708085 0.003412612621465133
leaf_weight=74 59 52 93 63 56 55 86 75 61 82 55 61 66 93 58 65 54 79 89 121 83 65 870 53 52 95 149 53 52
leaf_count=74 59 52 93 63 56 55 86 75 61 82 55 61 66 93 58 65 54 79 89 121 83 65 870 53 52 95 149 53 52
internal_value=0 0.00176252 0.00217411 0.00349632 0.00286899 0.00358741 0.00307511 0.000680864 0.0010866 0.00166203 0.00148732 0.00180011 0.00319716 0.00334733 0.00145924 0.0037059 0.00343374 0.00356354 0.00367858 0.00371041 0.00317399 0.0036797 0.00371967 0.0033438 0.0029202 0.00341741 0.00330515 0.00344115 0.00358201
internal_weight=0 682 494 2287 290 1997 179 188 113 315 256 174 234 660 113 1337 567 378 1272 1183 189 1109 991 118 106 323 228 168 115
internal_count=2969 682 494 2287 290 1997 179 188 113 315 256 174 234 660 113 1337 567 378 1272 1183 189 1109 991 118 106 323 228 168 115
is_linear=0
shrinkage=0.00255085


Tree=1450
num_leaves=24
num_cat=0
split_feature=2 12 2 2 0 30 0 2 2 12 12 41 0 0 157 12 47 52 2 132 52 48 0
split_gain=214.222 97.2166 33.6953 27.324 19.9293 18.17 15.9627 15.8924 15.5931 15.3105 8.72095 12.0988 8.09232 5.10148 4.06041 5.23022 3.88691 3.20022 3.00264 2.84171 2.33763 1.20473 0.850259
threshold=0.12414000000000001 -1.0000000180025095e-35 0.16730000000000003 0.10179000000000001 -0.12851999999999997 0.086535000000000015 -0.071879999999999986 -0.14339499999999997 0.10334500000000001 0.094600000000000004 0.09253500000000002 0.075585000000000013 -0.060094999999999989 -0.081864999999999979 -0.090294999999999986 0.023990000000000004 0.09772500000000002 -0.54533999999999982 0.10836000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.083305000000000004 -0.22480499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 7 22 6 8 -3 21 13 11 14 16 -2 -9 -16 19 -6 -19 -12 -20 -1 -5
right_child=2 3 -4 4 17 -7 -8 10 -10 -11 12 -13 -14 -15 15 -17 -18 18 20 -21 -22 -23 -24
leaf_value=0.0040238758148217419 0.00093487514852630112 0.002684388319545684 -2.8714619153565701e-05 0.002619076254072259 0.0041651027228794772 0.0011728532939445544 0.0016498730502084739 0.0048882270124727938 0.0021175236827317982 0.0028881223341296627 0.003975321402730333 0.0053440705565364205 0.0028971640600329428 0.0019476502231078419 0.0036860200766535892 0.0042288428625669346 0.0033744231061848687 0.0039040744642537179 0.0028619703613936894 0.0045987047582351634 0.0035663777291484859 0.003466901813094564 0.002143182831395053
leaf_weight=56 67 52 77 52 76 64 66 56 62 79 367 66 53 68 136 1093 65 95 52 58 85 52 52
leaf_count=56 67 52 77 52 76 64 66 56 62 79 367 66 53 68 136 1093 65 95 52 58 85 52 52
internal_value=0 0.00379851 0.00144693 0.00397601 0.00336693 0.00240323 0.00273677 0.00410495 0.00315858 0.00197801 0.00414394 0.00425607 0.0038649 0.00144522 0.00420017 0.0041688 0.00396951 0.00369962 0.00354701 0.00406046 0.00329921 0.00375596 0.0023814
internal_weight=0 2658 291 2358 412 300 236 1946 170 214 1894 1351 543 135 1285 1229 490 308 232 425 137 108 104
internal_count=2949 2658 291 2358 412 300 236 1946 170 214 1894 1351 543 135 1285 1229 490 308 232 425 137 108 104
is_linear=0
shrinkage=0.00260187


Tree=1451
num_leaves=14
num_cat=0
split_feature=3 124 9 40 12 48 0 1446 376 130 13 13 160
split_gain=5.16714 3.10439 2.73514 2.40323 10.6653 3.59069 6.24935 3.18334 2.38286 2.1744 1.56055 1.1394 0.803372
threshold=0.3148450000000001 -0.079729999999999981 0.037245000000000007 -0.065259999999999999 -1.0000000180025095e-35 0.088485000000000008 -0.064994999999999983 0.10596000000000001 0.084595000000000017 -0.076894999999999977 -0.027939999999999996 -0.0042049999999999995 0.057440000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 11 -5 7 12 9 10 -6 -1 -3 -7
right_child=-2 2 -4 4 5 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.0012896226209767234 -0.00044319896113688341 0.0020455396014789104 0.0031809418373898932 -0.0019368607152552653 0.00039483295505230147 0.0015634248227250674 -0.0019621811247923157 0.0038715707807166965 0.0019538031278585441 0.0017683494151045729 0.00063439128020800794 0.0037589186488133459 0.00038637178662672919
leaf_weight=53 98 66 84 64 90 205 52 52 58 1943 77 52 55
leaf_count=53 98 66 84 64 90 205 52 52 58 1943 77 52 55
internal_value=0 0.00157157 0.00164726 0.00159727 0.0015395 0.00163236 0.00076833 0.0017616 0.000499036 0.00170759 -0.000149306 0.00280137 0.00131479
internal_weight=0 2851 2663 2579 2461 2397 312 2085 188 2033 130 118 260
internal_count=2949 2851 2663 2579 2461 2397 312 2085 188 2033 130 118 260
is_linear=0
shrinkage=0.00863042


Tree=1452
num_leaves=32
num_cat=0
split_feature=1 3 3 4 3 1 1 0 12 12 0 0 0 12 12 42 52 3 12 3 0 12 52 16 52 12 0 16 0 4 42
split_gain=394.878 75.9861 30.0502 27.8883 26.9865 20.3113 18.2774 18.083 16.4213 13.651 11.6883 10.4615 9.13854 8.25001 6.86923 7.01655 6.75599 5.82096 5.04436 7.4417 4.59077 4.15102 3.989 3.12463 2.18333 1.75478 1.5748 1.54384 0.885593 1.26343 0.839012
threshold=0.10442000000000001 -0.057749999999999989 0.3148450000000001 0.043640000000000005 0.090170000000000014 0.083670000000000008 0.091345000000000023 -0.069414999999999991 0.089485000000000023 0.085465000000000013 -0.14259999999999998 -0.11214999999999999 -0.22480499999999998 0.093245000000000008 0.10742000000000002 0.09087000000000002 0.11628500000000001 -0.072864999999999985 -0.088999999999999982 -0.013174999999999997 -0.050064999999999991 0.078120000000000009 -0.012769999999999998 0.014185000000000001 -0.5320649999999999 0.082425000000000012 -0.084444999999999978 -0.105305 -0.071749999999999994 -0.050244999999999991 0.090175000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 4 6 18 11 7 10 -2 -8 12 -5 -1 21 15 -10 23 27 -3 -20 -15 -9 -6 25 -25 -12 -18 -13 29 -11 -28
right_child=1 2 -4 5 22 -7 9 13 14 28 16 17 -14 20 -16 -17 26 -19 19 -21 -22 -23 -24 24 -26 -27 30 -29 -30 -31 -32
leaf_value=0.004459034204589327 0.0018372689211497456 0.0016223519291226722 -6.1466696221716574e-05 0.0046812218128474891 0.00311568193889137 0.0023526475449001279 0.0028639879187955415 0.0037923761801673004 0.0045230633163638838 0.0038008634377506316 0.0050414440635557847 0.0042325674012782385 0.0058857010881015644 0.0037441318949112778 0.0027223014653952075 0.0032703976770410725 0.0037050416321521397 0.0029484790951796926 0.0013138444768499723 9.7913159494618965e-05 0.0027249963450732342 0.0047495874453388565 0.0021754646054462624 0.0045385038148344119 0.0038704705500769879 0.0045659813522913152 0.004432488045155664 0.0035979545710445246 0.0043804184976192042 0.0042961839596630273 0.0039666294572760349
leaf_weight=52 53 66 92 75 52 79 88 65 55 96 57 52 74 68 55 68 74 72 73 64 54 59 75 61 75 921 55 54 54 57 54
leaf_count=52 53 66 92 75 52 79 88 65 55 96 57 52 74 68 55 68 74 72 73 64 54 59 75 61 75 921 55 54 54 57 54
internal_value=0 0.00190999 0.00125321 0.00420312 0.00161981 0.00350523 0.00432108 0.00442669 0.0031097 0.00372347 0.00453939 0.00386501 0.00529714 0.00377465 0.00348841 0.00383076 0.00446576 0.00352095 0.00103107 0.000746021 0.00329327 0.00424805 0.00256065 0.00454205 0.00417031 0.00459372 0.00400117 0.00390954 0.00408871 0.00398558 0.00420195
internal_weight=0 653 422 2296 330 332 1964 1669 231 295 1423 253 126 246 178 123 1297 178 203 137 122 124 127 1114 136 978 183 106 207 153 109
internal_count=2949 653 422 2296 330 332 1964 1669 231 295 1423 253 126 246 178 123 1297 178 203 137 122 124 127 1114 136 978 183 106 207 153 109
is_linear=0
shrinkage=0.00260187


Tree=1453
num_leaves=23
num_cat=0
split_feature=1 0 8 484 447 4 376 0 48 16 1 12 156 51 16 16 0 1454 12 4 52 156
split_gain=4.18729 4.20848 3.3591 3.71565 3.99972 3.26929 3.05984 3.18831 3.25358 2.82361 2.89898 2.50574 1.9657 2.24607 1.96127 1.8596 2.7886 2.77287 2.07323 1.9561 1.21673 0.770263
threshold=0.091345000000000023 0.019150000000000004 1.0000000180025095e-35 0.095930000000000015 0.083310000000000009 -0.14595999999999995 0.081270000000000023 -0.13619499999999998 0.085040000000000018 -0.14463999999999996 0.13654500000000003 -0.060304999999999991 0.083125000000000018 -0.08569499999999998 0.15273500000000004 -0.074254999999999988 -0.086554999999999979 0.079515000000000016 0.084175000000000014 0.24099500000000004 -1.0000000180025095e-35 0.097165000000000015
decision_type=2 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 -1 7 8 -2 -9 -11 -7 15 21 -3 19 18 -18 -17 20 -13 -14
right_child=2 14 -4 -5 -6 11 -8 9 -10 10 -12 12 13 -15 -16 16 17 -19 -20 -21 -22 -23
leaf_value=0.0046102038464583871 -0.0017895671891413132 -0.0014241447164964728 0.0037191239191698448 -0.0013248724536128087 0.0036785287608398945 0.0042614703113700815 -0.00072108976138445099 0.0032820565135063982 0.001211755763154729 0.0016048014099687598 -0.00096775747955991324 0.0037771989974470302 0.0045213198839333824 0.0016199866415259842 0.0012986336966349466 -0.001140088005617402 0.0021750932957306413 -0.00039953583161555974 0.001154804477126434 0.00031385658420268037 0.0022137370824876585 0.0028692653850216697
leaf_weight=58 68 52 55 68 68 56 98 96 97 406 55 60 74 86 67 65 417 52 132 57 707 55
leaf_count=58 68 52 55 68 68 56 98 96 97 406 55 60 74 86 67 65 417 52 132 57 707 55
internal_value=0 0.00202563 0.00119009 0.00104448 0.00122604 0.00215103 0.00102253 0.00125935 -2.44724e-05 0.00163986 0.00129764 0.00206997 0.00199793 0.00293921 0.000107904 0.00186203 0.00144813 0.00188939 0.000397036 0.00219643 0.00233619 0.00381783
internal_weight=0 1938 1011 956 888 1819 820 722 165 557 461 1761 1705 215 119 1490 666 469 197 824 767 129
internal_count=2949 1938 1011 956 888 1819 820 722 165 557 461 1761 1705 215 119 1490 666 469 197 824 767 129
is_linear=0
shrinkage=0.0105204


Tree=1454
num_leaves=20
num_cat=0
split_feature=3 2 11 34 52 402 3 3 52 3 3 1 52 3 3 52 52 16 43
split_gain=3.68086 2.70872 2.86151 3.65193 2.84443 2.49897 2.74325 5.02251 2.92444 2.65665 14.6098 2.43859 2.36649 1.97487 1.85909 1.69965 2.06555 1.55067 1.54847
threshold=0.3148450000000001 0.09167500000000002 0.080455000000000013 -0.084564999999999987 0.26536500000000002 0.095250000000000015 0.10514500000000002 0.0053500000000000015 -0.057374999999999995 -0.098469999999999988 -0.14326499999999995 0.090795000000000015 -0.08799499999999999 -0.076004999999999975 -0.12711499999999995 -0.46007999999999999 -0.14917 0.092980000000000021 -0.083879999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 14 6 7 9 -8 10 17 -6 18 -14 -5 -16 -17 -3 -11
right_child=-2 5 -4 4 11 -7 8 -9 -10 12 -12 -13 13 -15 15 16 -18 -19 -20
leaf_value=-0.00079439344042847701 -0.00047566141631966797 0.002475983814372439 0.0032675321274618549 0.0031496039939466927 -0.0011595701833475053 0.0026540322391279507 0.0035619336386505497 -0.0017158875394239323 0.00098726783738848907 0.0033395761792340325 -0.004050678491311837 0.0011981273443327687 0.0015808598945193622 0.0003792853520197934 0.00026384537822487142 0.0032211888017346316 0.001566067437765958 0.00061042064127043972 0.0014210031581120409
leaf_weight=57 98 63 72 63 55 65 57 67 95 54 54 99 175 299 76 64 1260 84 92
leaf_count=57 98 63 72 63 55 65 57 67 95 54 54 99 175 299 76 64 1260 84 92
internal_value=0 0.00129347 0.00151374 0.00143825 0.00151701 0.000945335 0.000838449 0.000647494 0.0019534 0.000840482 -5.61324e-05 0.00035547 0.00113131 0.000823107 0.00163921 0.00157118 0.00164615 0.0014106 0.00213127
internal_weight=0 2851 1746 1674 1617 1105 1040 888 152 821 201 154 620 474 1463 1400 1324 147 146
internal_count=2949 2851 1746 1674 1617 1105 1040 888 152 821 201 154 620 474 1463 1400 1324 147 146
is_linear=0
shrinkage=0.00897909


Tree=1455
num_leaves=20
num_cat=0
split_feature=39 147 10 42 39 16 50 158 51 48 50 42 43 16 16 42 16 158 16
split_gain=74.9717 32.9438 22.0928 20.9043 11.1269 9.62733 8.09357 11.5411 9.04004 7.51439 6.09837 4.86496 4.65039 4.34539 4.99028 4.26459 2.75551 1.98566 2.38642
threshold=0.082765000000000019 0.090750000000000011 -0.085474999999999982 -0.044384999999999994 0.098380000000000009 -0.17773999999999998 -0.041284999999999995 0.083065000000000014 0.08845500000000002 0.088485000000000008 0.11540500000000002 0.081180000000000016 -0.070414999999999991 -0.011849999999999998 -0.018754999999999997 0.083595000000000017 0.51783000000000012 0.078875000000000015 -0.44524499999999995
decision_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 11 15 7 -7 13 10 -10 -5 -6 14 -8 17 -15 18 -4
right_child=3 -3 5 4 12 6 8 -9 9 -11 -12 -13 -14 16 -16 -17 -18 -19 -20
leaf_value=0.0012246804489172334 0.0027501693058439554 0.0012187183209959847 0.0015652386652907837 0.0011956475931325715 0.00022857765128282784 0.0014763614453265374 0.0028749211563731847 0.0029053947852664456 0.0029334446273540015 0.0019193744061189216 0.0020604443649977458 0.0019383865074473999 0.0011438040871932901 0.0026543762108775532 0.0034709649341715578 0.0026898496635051972 0.003125017874077326 0.002426328818743894 0.0022048140844718204
leaf_weight=52 56 81 53 78 52 59 978 53 130 103 57 99 58 693 75 85 68 56 64
leaf_count=52 56 81 53 78 52 59 978 53 130 103 57 99 58 693 75 85 68 56 64
internal_value=0 0.0026133 0.00265801 0.00150872 0.00126641 0.00268812 0.00273545 0.00215281 0.00276645 0.00240185 0.00266747 0.00161121 0.000711367 0.00282472 0.0029174 0.00228158 0.00269646 0.00208085 0.00191529
internal_weight=0 2607 2526 343 287 2474 2216 112 2104 290 187 177 110 1814 1053 258 761 173 117
internal_count=2950 2607 2526 343 287 2474 2216 112 2104 290 187 177 110 1814 1053 258 761 173 117
is_linear=0
shrinkage=0.00222067


Tree=1456
num_leaves=25
num_cat=0
split_feature=2 12 2 2 0 447 2 2 0 2 2 0 15 15 13 15 2 0 15 151 15 15 12 43
split_gain=116.466 53.4223 40.0604 15.6732 14.414 13.7153 10.2157 9.72577 9.32693 11.2366 9.02374 8.40632 6.09521 4.41306 3.77382 3.52515 3.38403 2.53664 2.51805 4.29917 3.3925 1.43582 1.27679 0.724507
threshold=0.11366500000000002 -0.041014999999999989 0.16730000000000003 -1.0000000180025095e-35 -0.074904999999999985 0.086460000000000023 0.099845000000000003 0.096325000000000008 -0.063509999999999983 0.086755000000000013 -1.0000000180025095e-35 -0.11656999999999999 -0.23808999999999997 -0.050529999999999999 -0.062109999999999992 -0.048464999999999994 0.12681500000000004 -0.024974999999999997 0.079600000000000018 -0.092954999999999982 0.087670000000000012 -0.070009999999999975 0.095175000000000023 -0.030594999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 14 13 6 8 -5 10 17 -3 -8 -6 16 -1 -13 -2 -10 19 -12 -20 -14 -17 -23
right_child=2 5 -4 7 12 -7 11 -9 9 -11 18 15 21 -15 -16 22 -18 -19 20 -21 -22 23 -24 -25
leaf_value=0.0015783520128696766 0.001945115282123776 0.0041831045158156948 -5.8246735304164932e-05 0.0032128974772978815 0.0015865097409822359 0.0018195833756719686 0.0017018582383684523 0.0017998557257486304 0.0024436601313727936 0.0034144387073580867 0.003538770212961792 0.0024207836036153865 0.0028790318148016487 0.00073683047641664588 0.00067889469429797099 0.0032872253756087372 0.0011224083867074615 0.0016705706829749541 0.0034298880761921922 0.002962275228420715 0.0031130728674554028 0.0021593033273185828 0.0028146936224814219 0.0025651572295719745
leaf_weight=58 75 54 80 53 56 58 52 72 55 61 93 89 54 52 59 74 54 52 340 652 571 52 72 62
leaf_count=58 75 54 80 53 56 58 52 72 55 61 93 89 54 52 59 74 54 52 340 652 571 52 72 62
internal_value=0 0.00289938 0.00155859 0.00178327 0.00187804 0.00302087 0.00305304 0.0023992 0.00312027 0.00255717 0.00317557 0.00261303 0.0023023 0.00135283 0.00112501 0.00281454 0.00160093 0.0020682 0.0031427 0.00303428 0.00323134 0.00254074 0.00305438 0.00238027
internal_weight=0 2465 485 242 405 2223 2165 125 1878 168 1710 287 224 181 117 235 129 107 1656 745 911 168 146 114
internal_count=2950 2465 485 242 405 2223 2165 125 1878 168 1710 287 224 181 117 235 129 107 1656 745 911 168 146 114
is_linear=0
shrinkage=0.00250084


Tree=1457
num_leaves=32
num_cat=0
split_feature=1 3 2 2 2 39 2 2 15 14 12 3 12 3 13 15 15 16 52 13 15 3 16 13 16 11 15 13 16 12 52
split_gain=246.62 72.4104 39.1426 21.5476 21.2297 14.5072 8.77498 11.8578 7.95709 7.87828 7.51675 6.52182 5.91552 5.52959 5.43602 4.95667 9.30213 4.04198 6.0852 3.19034 3.18271 2.66383 2.1003 2.64745 1.79734 1.56729 1.01626 0.942823 0.766026 0.44814 0.188876
threshold=0.10075500000000003 -0.049204999999999992 0.16730000000000003 0.10836000000000003 0.11426500000000002 0.0047850000000000011 -1.0000000180025095e-35 0.10928500000000001 -0.085259999999999989 -1.0000000180025095e-35 0.089035000000000017 -0.072649999999999978 0.091290000000000024 0.093925000000000022 -0.020484999999999996 1.0000000180025095e-35 -0.075094999999999981 -0.044939999999999987 -0.023079999999999996 -0.062109999999999992 0.096415000000000015 0.12745000000000004 -0.16956499999999999 -0.070154999999999981 -0.088824999999999987 0.08326500000000002 0.079600000000000018 -0.070154999999999981 -0.082119999999999985 0.093625000000000014 -0.0078749999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 6 5 8 12 19 -8 -2 -9 -5 -12 13 14 22 16 24 26 -19 -3 28 -11 -1 -24 -14 30 -16 -22 -17 -30 -10
right_child=1 2 -4 10 -6 -7 7 9 25 21 11 -13 15 -15 17 20 -18 18 -20 -21 27 -23 23 -25 -26 -27 -28 -29 29 -31 -32
leaf_value=0.0032555744178826116 0.0024957331698591424 0.0014176561506124424 -0.00057975900086446584 0.0020457923503895787 0.0017686686692434473 0.0026284787991656122 0.0025486177744066742 0.0021727656883408189 0.0035253225538388246 0.0008450223612312261 0.0035321945656871931 0.0025716270391669123 0.0033476891244350847 0.0031026442914996711 0.003658975157283403 0.0041146238431909862 0.0026084830071635818 0.0039830200941356449 0.0050937797836131627 0.00054462357342999624 0.0036031811070165744 0.0015261734404887182 0.003806730390907051 0.0032234824013838747 0.003919277876591464 0.0039263400960304175 0.0040034428490425267 0.0031634234398082942 0.0036056680045868429 0.0039159169233212504 0.0032963228300199737
leaf_weight=55 55 53 58 53 74 79 97 72 52 78 103 78 70 65 72 72 92 73 54 52 66 67 699 53 70 59 239 60 54 74 52
leaf_count=55 55 53 58 53 74 79 97 72 52 78 103 78 70 65 72 72 92 73 54 52 66 67 699 53 70 59 239 60 54 74 52
internal_value=0 0.00194593 0.0013454 0.00359311 0.00292683 0.00367934 0.00161196 0.00182134 0.00331984 0.00149612 0.00287557 0.0031184 0.00372376 0.00381585 0.00385306 0.00350754 0.00322725 0.00407802 0.00445552 0.000985551 0.00370693 0.00115995 0.00373093 0.00376566 0.00363367 0.00359775 0.00392378 0.00339398 0.00390395 0.00378524 0.00341108
internal_weight=0 769 477 2181 292 1947 419 314 218 217 234 181 1868 1310 1245 558 232 438 127 105 326 145 807 752 140 163 311 126 200 128 104
internal_count=2950 769 477 2181 292 1947 419 314 218 217 234 181 1868 1310 1245 558 232 438 127 105 326 145 807 752 140 163 311 126 200 128 104
is_linear=0
shrinkage=0.00250084


Tree=1458
num_leaves=24
num_cat=0
split_feature=1 52 1 2 4 1 2 133 13 2 4 16 1 4 1 14 48 42 39 47 133 4 16
split_gain=342.488 90.1371 54.22 39.864 21.4609 21.1992 20.6735 20.0182 13.0727 12.2733 13.879 10.5719 8.58928 8.26854 6.67295 6.97884 6.46323 6.68411 5.85123 5.3789 3.96033 3.47083 2.59397
threshold=0.10075500000000003 -0.41694999999999993 0.13546500000000003 1.0000000180025095e-35 0.043640000000000005 0.083670000000000008 0.17553000000000005 0.085895000000000013 -0.0015099999999999998 0.10859000000000001 -0.062804999999999986 -0.43708999999999992 0.11378500000000001 0.50214500000000006 0.09518500000000002 0.073890000000000011 0.091125000000000025 0.086310000000000012 0.085190000000000016 0.077735000000000012 0.093405000000000016 -0.019465 -0.07027499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 9 11 13 12 18 14 -11 -6 -3 -4 15 16 19 -18 -5 21 -13 -1 -10
right_child=1 2 6 8 5 -7 -8 -9 22 10 -12 20 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.0040426668293059515 0.0042291230668851888 0.0042321558864681849 0.0019184642057418003 0.00091258535098826823 0.0043874069027359294 0.0022012795552224297 -0.00033553746038822663 0.0020671694926440876 0.0025244370018403608 0.0024924080085224174 0.0040126374207373697 0.0036451808849944575 0.0030468499822247459 0.00079618270644985628 0.0034916465027203122 0.0048129588581958312 0.0040494300485902678 0.0030236309679967334 0.0018003836580268635 0.0046698145614104082 0.0029049380176562924 0.0042971338039445922 0.0018901657565678627
leaf_weight=969 99 64 66 80 79 60 52 61 90 53 74 102 62 69 86 76 81 55 73 97 59 390 53
leaf_count=969 99 64 66 80 79 60 52 61 90 53 74 102 62 69 86 76 81 55 73 97 59 390 53
internal_value=0 0.00221152 0.00191336 0.00231432 0.00396963 0.00340651 0.000877579 0.0031332 0.00179691 0.00405943 0.0033784 0.00370772 0.0036491 0.00134503 0.00410873 0.00414053 0.00410842 0.00363476 0.00133633 0.00415264 0.00337406 0.00411571 0.00228953
internal_weight=0 769 670 483 2181 300 187 187 296 1881 127 240 126 135 1754 1668 1592 136 153 1456 161 1359 143
internal_count=2950 769 670 483 2181 300 187 187 296 1881 127 240 126 135 1754 1668 1592 136 153 1456 161 1359 143
is_linear=0
shrinkage=0.00226508


Tree=1459
num_leaves=27
num_cat=0
split_feature=1 2 12 2 12 14 12 12 3 1 12 13 3 49 2 3 0 40 12 12 12 131 43 482 43 43
split_gain=420.041 94.4788 77.756 32.7355 29.3077 19.1162 18.7363 15.7307 11.5406 11.4729 10.7822 10.5493 9.31102 8.62481 6.64022 6.25914 8.90759 6.23884 7.91393 4.83161 4.19176 3.47468 3.27766 2.6719 1.36302 1.34494
threshold=0.10398500000000001 0.17553000000000005 0.085075000000000026 0.10060500000000001 0.10700500000000002 0.064610000000000015 0.056995000000000011 0.086085000000000009 -0.13117499999999996 0.085720000000000005 0.11549500000000001 -0.0015099999999999998 -0.00083499999999999991 -0.00025999999999999992 0.10573500000000001 0.095880000000000007 -0.21196999999999996 -0.062739999999999976 -0.10063999999999999 0.095775000000000013 0.090335000000000013 0.090280000000000013 0.0085250000000000031 0.088285000000000016 -0.066289999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 5 14 6 9 12 -8 -1 19 17 -5 -11 -4 -13 -17 -2 -19 -9 22 24 23 -10 -22 -21
right_child=1 -3 4 7 -6 -7 8 10 20 13 -12 15 -14 -15 -16 16 -18 18 -20 25 21 -23 -24 -25 -26 -27
leaf_value=0.0041184496769692399 0.0016770373392028526 -0.00083935438504161941 0.0043041918128491835 0.0020892024865485736 0.002024933342296868 0.0052771409902585796 0.0031344280115729161 0.0043655658367295425 0.0044177822532106238 0.0023517747020110023 0.0028286027329298656 0.0013426653745673173 0.0034278523576925244 0.003569055075693277 0.0032457985954391175 0.001644653542127523 0.0030401502579719426 0.0015366550968158384 0.00038876910819940415 0.0038606183042355995 0.0037939326806118541 0.0044690245988797542 0.0039139702779839537 0.0038513335123266184 0.0040771171861339345 0.0033638934672268464
leaf_weight=91 101 67 95 68 69 84 57 96 797 62 63 53 54 74 54 52 54 62 79 78 159 102 97 52 275 55
leaf_count=91 101 67 95 68 69 84 57 96 797 62 63 53 54 74 54 52 54 62 79 78 159 102 97 52 275 55
internal_value=0 0.0018718 0.00216529 0.00401892 0.00332084 0.00415572 0.00410236 0.00340758 0.00419753 0.00345705 0.00371067 0.00153702 0.00268193 0.00301431 0.00392079 0.00201826 0.00235581 0.00122073 0.000893695 0.00395322 0.0042384 0.00406779 0.00433504 0.00438312 0.00397343 0.0036554
internal_weight=0 686 619 2264 218 1850 1766 414 1539 227 292 401 122 136 149 159 106 242 141 229 1482 536 946 849 434 133
internal_count=2950 686 619 2264 218 1850 1766 414 1539 227 292 401 122 136 149 159 106 242 141 229 1482 536 946 849 434 133
is_linear=0
shrinkage=0.00240373


Tree=1460
num_leaves=28
num_cat=0
split_feature=1 1 16 123 14 2 2 2 2 0 0 1 16 16 0 1 16 2 16 16 16 0 2 0 16 0 0
split_gain=347.589 61.3266 38.281 38.0217 25.1864 18.9174 20.5553 13.4884 16.3816 13.2887 9.12826 15.5581 7.94924 6.66215 25.1114 12.1272 6.49501 5.96039 4.98127 2.53137 2.49002 2.34843 1.64182 1.52664 1.0555 0.637428 0.634524
threshold=0.10404000000000001 0.13074500000000003 0.51041000000000014 1.0000000180025095e-35 0.064610000000000015 0.10472500000000001 -1.0000000180025095e-35 0.17553000000000005 -1.0000000180025095e-35 -0.076589999999999978 -0.098429999999999976 0.085410000000000014 -0.072034999999999988 0.08215500000000002 -0.031129999999999998 0.078320000000000015 -0.034884999999999992 0.096080000000000013 -0.06421499999999998 0.022165000000000004 -0.5038649999999999 -0.13619499999999998 0.087815000000000018 -0.071879999999999986 0.31625000000000009 -0.11073999999999999 -0.081414999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 9 6 -2 8 -3 10 11 21 -10 14 16 24 23 19 20 22 -7 -1 -12 -11 -15 -23 -21
right_child=1 7 -4 -5 -6 18 -8 -9 12 13 17 -13 -14 15 -16 -17 -18 -19 -20 26 -22 25 -24 -25 -26 -27 -28
leaf_value=0.0036396620732093666 0.0012977732681246825 -0.0001346161178697621 0.0033859305045165541 0.0017154541841042502 0.0043525602374371239 0.0011184023055606875 0.0029348788438947546 -0.00053580777374616026 0.00065029224716435074 0.0028893530554426035 0.0034359130213467951 0.0021806508118561853 0.0018164615574726411 0.0025495779229007137 0.0012453072094978335 0.0036957217914995663 0.0023136302538016074 0.0027504705572126025 0.00073862588387376153 0.0029052549253493118 0.001698654307401548 0.0029157616286726957 0.0032461061836155818 0.0032897350630663588 0.0029025509725957737 0.0032368002808334856 0.0032235483125383673
leaf_weight=54 69 67 63 88 83 71 77 53 56 82 781 99 55 79 52 100 65 85 85 67 70 56 307 105 86 68 58
leaf_count=54 69 67 63 88 83 71 77 53 56 82 781 99 55 79 52 100 65 85 85 67 70 56 307 105 86 68 58
internal_value=0 0.00133478 0.00181622 0.00311963 0.0031751 0.00155032 0.00216134 0.000428058 0.000715182 0.00312951 0.00323264 0.00287322 0.00122833 0.002844 0.00262356 0.00309681 0.00290786 0.00330932 0.0011555 0.00334847 0.00140664 0.00325828 0.00338238 0.00311429 0.00273369 0.003092 0.00305313
internal_weight=0 666 435 2315 2227 372 146 231 178 2144 1575 277 111 569 304 265 252 1298 226 1213 141 178 1088 187 165 124 125
internal_count=2981 666 435 2315 2227 372 146 231 178 2144 1575 277 111 569 304 265 252 1298 226 1213 141 178 1088 187 165 124 125
is_linear=0
shrinkage=0.00217713


Tree=1461
num_leaves=28
num_cat=0
split_feature=1 1 12 10 0 13 12 12 12 0 1 0 13 12 150 42 42 1446 13 39 43 43 43 12 0 130 13
split_gain=300.03 55.594 47.7635 20.1269 18.4059 13.3941 12.0134 11.3093 14.734 7.06091 15.2761 9.36405 6.78997 6.23258 5.19094 4.41621 6.97825 3.85082 3.24906 3.23151 2.10483 2.34945 1.54846 1.27926 0.878232 0.403418 0.128253
threshold=0.10075500000000003 0.12419000000000001 0.085845000000000019 -1.0000000180025095e-35 0.060910000000000006 -0.0042049999999999995 -0.041014999999999989 0.093125000000000013 -0.025219999999999996 -0.14259999999999998 0.084675000000000014 -0.10934999999999999 -0.032149999999999991 0.099980000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 0.093705000000000024 0.089150000000000021 0.0051600000000000005 0.085355000000000014 -0.17307499999999998 -0.03898999999999999 -1.0000000180025095e-35 0.096675000000000025 -0.070499999999999993 0.09832500000000001 -0.075904999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -3 7 19 -5 8 12 10 -10 -11 -1 22 -7 20 -17 18 -13 -2 -9 -22 -4 26 -25 -23 -18
right_child=1 3 13 6 -6 14 -8 15 9 11 -12 17 -14 -15 -16 16 23 -19 -20 -21 21 25 -24 24 -26 -27 -28
leaf_value=0.0026767086855123794 0.0010322586297564563 0.00031632156276295559 0.0036534831809172663 0.0011467545779927271 0.0028912968390359456 0.0029689221936452263 0.0023317511760881367 0.004299190423907322 0.0053645252369048414 0.0031079112739685554 0.0038463079092683088 0.0041431923540207567 0.0038754330639562164 0.0030313046501740065 0.0019893209403048511 0.0027072996012767738 0.0039638493863175207 0.0047281528383053863 0.0036237281672360008 0.0017910817207936324 0.0035084507735633238 0.0041982239404208836 0.0041957057344229158 0.0032925277363336156 0.0036914232784012986 0.0038872410875991103 0.0037737399253689194
leaf_weight=58 54 80 70 98 92 77 100 65 81 53 73 1135 52 79 53 54 52 62 75 82 90 52 56 61 72 53 52
leaf_count=58 54 80 70 98 92 77 100 65 81 53 73 1135 52 79 53 54 52 62 75 82 90 52 56 61 72 53 52
internal_value=0 0.00218681 0.00268998 0.00133422 0.00394507 0.00201778 0.00174537 0.00399036 0.00409341 0.00415659 0.00464502 0.00409981 0.00324361 0.00356209 0.00256974 0.00369314 0.00348893 0.00414112 0.00411102 0.00148997 0.0039216 0.00379561 0.00389467 0.00366691 0.00350866 0.0040415 0.00386904
internal_weight=0 749 471 278 2232 266 198 2140 1589 1479 154 1325 110 205 130 551 291 1272 1210 136 260 195 126 237 133 105 104
internal_count=2981 749 471 278 2232 266 198 2140 1589 1479 154 1325 110 205 130 551 291 1272 1210 136 260 195 126 237 133 105 104
is_linear=0
shrinkage=0.00240373


Tree=1462
num_leaves=22
num_cat=0
split_feature=2 1 4 48 15 151 3 3 0 156 0 15 4 51 1446 0 1375 2 15 3 4
split_gain=12.0718 7.17051 8.39689 3.88207 5.01314 3.36026 3.2312 4.46489 4.40138 2.82132 2.60478 4.7995 3.19405 3.71059 3.79371 3.63488 2.80487 2.72371 2.57589 2.56133 1.5133
threshold=0.25063000000000007 0.098395000000000024 -0.15283499999999997 -0.068459999999999979 -0.0088349999999999974 -0.086249999999999979 -0.031895 0.090170000000000014 -0.07106999999999998 0.082525000000000015 -0.14259999999999998 -1.0000000180025095e-35 0.024470000000000002 0.11178000000000002 0.095140000000000016 -0.10934999999999999 -0.030214999999999995 0.11657500000000001 -0.11367999999999999 -0.11017499999999998 0.078235000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 9 -4 5 -5 8 -8 -7 -3 11 18 13 14 16 -14 -12 20 -1 -18 -17
right_child=-2 2 3 4 -6 6 7 -9 -10 -11 12 -13 15 -15 -16 17 19 -19 -20 -21 -22
leaf_value=0.0032244103472797467 -0.0014516177094223311 0.0043615531502993405 0.0027399773733810845 -0.00041537068123293912 -0.00094941226168347031 0.0035138715815435824 -0.00025235081955404999 0.0017567992667552853 0.0011039644107786819 0.0020089405691929895 0.0037088834336846373 0.0045464403985838878 0.0027447023556792013 0.00073512739148097006 0.0042319733118224437 0.00086733405594295121 0.0011241626809510282 0.0021550439026291539 0.00096592850172475561 0.002233844852500048 -0.00069864729639774494
leaf_weight=53 58 55 61 71 78 70 118 122 100 56 65 68 73 90 52 88 123 59 57 1410 54
leaf_count=53 58 55 61 71 78 70 118 122 100 56 65 68 73 90 52 88 123 59 57 1410 54
internal_value=0 0.00194128 0.00130924 0.000975021 0.000782282 0.00106326 0.00131951 0.00076864 0.00209674 0.00317536 0.00215202 0.00300712 0.0020764 0.00219288 0.00227234 0.00133645 0.00220853 0.000824607 0.00205482 0.00214486 0.000271266
internal_weight=0 2923 731 620 559 481 410 240 170 111 2192 178 2014 1740 1650 274 1598 201 110 1533 142
internal_count=2981 2923 731 620 559 481 410 240 170 111 2192 178 2014 1740 1650 274 1598 201 110 1533 142
is_linear=0
shrinkage=0.00736598


Tree=1463
num_leaves=32
num_cat=0
split_feature=4 3 3 43 14 14 16 3 3 16 16 4 10 3 3 43 15 16 43 16 16 15 16 4 51 43 16 4 51 15 16
split_gain=266.501 71.7128 38.4875 39.4884 15.4844 14.078 19.5276 12.3787 11.4302 23.315 27.3121 10.1362 9.2516 8.15216 6.97402 5.25027 6.02971 5.06578 4.83596 3.81906 9.34883 3.72059 3.70994 3.45242 2.68788 2.53947 1.93636 1.9057 1.6328 1.23176 0.790983
threshold=0.31392000000000003 -0.06533499999999999 0.28833000000000003 -0.035884999999999993 0.073890000000000011 -0.44847999999999993 -0.43491999999999992 0.11391500000000002 -0.096099999999999977 0.066010000000000013 -0.0081349999999999981 0.0049450000000000006 -1.0000000180025095e-35 0.0066850000000000008 -0.082634999999999986 -0.116045 -0.062734999999999985 0.022165000000000004 -0.094084999999999988 0.20277000000000003 -0.08267999999999999 -0.43091499999999999 -0.45743999999999996 -0.4950449999999999 -1.0000000180025095e-35 0.041625000000000002 -0.055004999999999991 0.08920500000000002 -0.085594999999999991 -0.084904999999999994 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 12 8 -2 14 13 9 10 18 17 -3 26 -7 -14 -17 25 -1 20 -15 -16 -13 -11 -19 28 -5 29 -10 -24 -27
right_child=5 2 -4 7 -6 6 -8 -9 11 23 -12 22 15 19 21 16 -18 24 -20 -21 -22 -23 27 -25 -26 30 -28 -29 -30 -31 -32
leaf_value=0.0033670893193739589 0.0021099198094159705 0.0015491016357616011 0.0012388992489710416 0.0032268814641768359 0.0043447725654812384 0.0020248992203920103 0.00013340519084815568 0.0024220225392708062 0.0039494830808266251 0.0040327898624270579 0.0014951161490364515 0.0035616251952915005 0.0029509553141048904 0.0032667416905590762 0.0015058119633433432 0.0017866082592620433 0.0026909001146220093 0.0034698672764200524 0.0026136181583904265 0.0032692369156416433 0.004393047290625611 0.00084504437091255673 0.0032934626985334364 0.0034030167705428821 0.0030130540664960247 0.003520091245892326 0.0027496797014477511 0.0026572385116625857 0.0036039610167139633 0.0029239952228371328 0.0032455083190205307
leaf_weight=93 69 63 65 80 69 53 61 62 58 63 58 54 53 53 67 63 53 103 52 62 63 66 67 75 100 75 58 54 892 78 99
leaf_count=93 69 63 65 80 69 53 61 62 58 63 58 54 53 53 67 63 53 103 52 62 63 66 67 75 100 75 58 54 892 78 99
internal_value=0 0.00323747 0.00268192 0.00283565 0.00342589 0.00132212 0.00110195 0.00322882 0.00339288 0.00306493 0.00263944 0.00346364 0.00219496 0.00338705 0.00141948 0.0024356 0.00219996 0.00353272 0.00309702 0.00366648 0.00387862 0.00117807 0.00310125 0.00369067 0.00324494 0.00358468 0.00302647 0.00297621 0.00362508 0.00309486 0.00336398
internal_weight=0 2665 675 610 1990 316 247 378 1921 341 203 1580 232 316 186 169 116 1327 145 178 116 133 253 138 203 1124 138 199 950 145 174
internal_count=2981 2665 675 610 1990 316 247 378 1921 341 203 1580 232 316 186 169 116 1327 145 178 116 133 253 138 203 1124 138 199 950 145 174
is_linear=0
shrinkage=0.00197189


Tree=1464
num_leaves=27
num_cat=0
split_feature=1 52 2 2 12 14 40 12 52 52 12 2 48 2 52 52 1 2 40 52 42 2 16 47 151 16
split_gain=271.94 51.276 30.9613 26.4431 22.6849 17.2392 14.1293 13.2207 12.5027 18.0096 13.5833 11.3835 9.85843 5.98288 5.9151 9.77412 15.2431 6.26571 4.58349 4.46952 3.7554 3.11981 2.87481 2.23024 1.8832 1.39848
threshold=0.10471000000000001 -0.40011499999999994 0.13881000000000002 0.099965000000000012 0.088745000000000004 0.064610000000000015 -0.012844999999999997 0.098785000000000012 0.024870000000000003 -0.092084999999999986 0.091445000000000012 -1.0000000180025095e-35 -0.078159999999999993 0.16730000000000003 -0.034409999999999989 -0.092084999999999986 1.0000000180025095e-35 0.096780000000000019 -0.0020749999999999996 0.27203000000000005 0.095935000000000006 0.11366500000000002 -0.4136149999999999 0.077735000000000012 -0.0032449999999999996 -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
left_child=3 -2 4 5 11 6 -1 -6 9 21 -11 22 -8 -4 15 23 -17 19 -13 -16 25 -5 -3 -14 -20 -10
right_child=1 2 13 8 7 -7 12 -9 20 10 -12 18 14 -15 17 16 -18 -19 24 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.003293906941873067 0.0045407590793377934 0.0020017192839204149 0.0017969494961743025 0.0042400803252541294 0.0043532427358938799 0.0054680171365895569 0.0034464626177017695 0.0028197654435950094 0.0046671732830242734 0.0018287180470032346 0.0035362953390708231 0.0031756798583354746 0.0043039462300607781 0.00083372943696488025 0.0045213394209516165 0.0043801759639638003 0.0027198268879683307 0.0053139669669607986 0.0026862798195793104 0.0040780445493723708 0.0036641060392472698 0.0035352602637187319 0.001200456844344654 0.0048325584240892254 0.0021214563147259418 0.0041726511666732701
leaf_weight=71 65 52 80 86 54 83 62 82 70 56 52 55 184 70 1087 70 59 53 59 151 52 64 52 63 83 66
leaf_count=71 65 52 80 86 54 83 62 82 70 56 52 55 184 70 1087 70 59 53 59 151 52 64 52 63 83 66
internal_value=0 0.00251463 0.00229023 0.00427102 0.00261372 0.00439575 0.0043463 0.00342883 0.00374436 0.0034003 0.00265112 0.00224535 0.0043895 0.00134762 0.00442456 0.00415834 0.00362099 0.00450207 0.0025852 0.00446729 0.00421639 0.00393953 0.00160133 0.00443888 0.00235632 0.00442737
internal_weight=0 652 587 2329 437 1883 1800 136 446 258 108 301 1729 150 1667 376 129 1291 197 1238 188 150 104 247 142 136
internal_count=2981 652 587 2329 437 1883 1800 136 446 258 108 301 1729 150 1667 376 129 1291 197 1238 188 150 104 247 142 136
is_linear=0
shrinkage=0.00240373


Tree=1465
num_leaves=24
num_cat=0
split_feature=1 3 1 4 123 47 123 4 158 11 3 3 3 15 1375 15 133 1 4 4 4 15 3
split_gain=323.959 48.0459 24.3833 19.802 16.2746 16.7812 16.1729 9.58739 12.5501 9.5827 14.6648 7.58407 7.68277 6.97809 5.29217 4.5195 3.48584 3.40206 3.03251 2.90068 2.63182 2.59071 2.06923
threshold=0.10404000000000001 -0.063889999999999988 0.15028500000000003 0.41377500000000006 0.089295000000000013 0.102035 1.0000000180025095e-35 0.043640000000000005 0.019155000000000002 1.0000000180025095e-35 -0.13117499999999996 -0.01223 0.11745500000000002 -0.088819999999999982 -0.092979999999999993 0.039965000000000007 0.11264000000000002 0.083670000000000008 -0.081204999999999986 -0.040394999999999993 0.074650000000000008 -0.065419999999999992 -0.075714999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 4 19 5 11 7 9 17 10 -1 -3 -13 -14 -12 -11 18 20 -16 -2 -9 -21 -18
right_child=1 2 -4 -5 -6 -7 -8 8 -10 15 14 12 13 -15 16 -17 22 -19 -20 21 -22 -23 -24
leaf_value=0.0021482541971424578 0.0031913604273860058 0.00045130902430531866 -0.00030584320429460476 0.0010856156351560565 0.00033012345610313967 0.0027163102474401127 0.0023510260754911329 0.0024973241950237146 0.0037135471379637678 0.0036773478315732218 0.002692018012023335 0.0020862482582890704 0.0016908195342054946 0.00053332208098247 0.003656117499362429 0.0045678306762910329 0.0032995627459123326 0.0021558145559249079 0.003416676595088253 0.0028797128922607882 0.0031141562638109131 0.0021527237983876846 0.0027729743768066884
leaf_weight=52 56 53 67 52 85 52 91 70 90 78 54 69 56 60 434 54 219 55 939 57 87 53 52
leaf_count=52 56 53 67 52 85 52 91 70 90 78 54 69 56 60 434 54 219 55 939 57 87 53 52
internal_value=0 0.00144997 0.00100333 0.00235542 0.00123731 0.00150312 0.00332535 0.00336593 0.00297553 0.00342857 0.0033823 0.00123795 0.00146317 0.00109233 0.00342007 0.00404183 0.00344397 0.0026621 0.00349238 0.00275304 0.0028393 0.00252967 0.00319861
internal_weight=0 660 442 218 375 290 2275 2184 302 1882 1750 238 185 116 1698 132 1644 212 1373 166 157 110 271
internal_count=2935 660 442 218 375 290 2275 2184 302 1882 1750 238 185 116 1698 132 1644 212 1373 166 157 110 271
is_linear=0
shrinkage=0.00235659


Tree=1466
num_leaves=21
num_cat=0
split_feature=1 1 457 52 131 15 447 159 48 40 49 48 16 39 1 52 52 52 52 15
split_gain=16.2834 5.80963 5.63288 2.44422 2.5013 2.39624 2.8125 2.24289 1.93772 4.03707 1.62824 2.47857 2.25243 4.54387 3.24614 3.43314 3.19374 1.07308 1.0653 0.63212
threshold=0.10398500000000001 0.15720500000000001 0.079020000000000021 -0.22118499999999996 0.08567000000000001 -0.13513499999999998 0.086460000000000023 0.073745000000000019 0.11466000000000001 -1.0000000180025095e-35 0.12372500000000002 0.095425000000000024 0.067035000000000011 0.0039300000000000003 1.0000000180025095e-35 -0.13963499999999998 -0.076344999999999982 0.048535000000000002 -0.45635499999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 19 7 17 10 8 9 -5 11 12 13 16 18 -16 -7 -1 -14 -2
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 -12 -13 14 -15 15 -17 -18 -19 -20 -21
leaf_value=0.0026358915126396478 0.0018247488412562306 -0.0014315249488157447 -0.00075744392262549391 0.0025500750468719809 0.0021862393519662036 0.0013895529875579511 0.00051677718242697018 -0.00012381650238445598 0.0024233897324282814 0.00015324246969847344 0.00094470839193952429 0.0010227392962344848 0.0028081180725376335 0.00040695520629127347 0.0025852476560041088 0.0051349102365597513 0.0024117812727993972 0.003888011753162036 0.001631389185339896 0.0029741392374855458
leaf_weight=97 52 52 75 54 98 189 54 93 56 130 53 85 91 73 57 58 1376 61 78 53
leaf_count=97 52 52 75 54 98 189 54 93 56 130 53 85 91 73 57 58 1376 61 78 53
internal_value=0 0.000931369 0.0011326 0.00139721 0.00115134 0.00224364 0.00217811 0.000846544 0.00122289 0.000857088 0.00222162 0.00225531 0.00230977 0.00220458 0.00291622 0.00387185 0.00228838 0.0031198 0.00226548 0.00240567
internal_weight=0 663 611 536 431 2272 2114 333 240 184 2060 2007 1922 1638 284 115 1565 158 169 105
internal_count=2935 663 611 536 431 2272 2114 333 240 184 2060 2007 1922 1638 284 115 1565 158 169 105
is_linear=0
shrinkage=0.00736598


Tree=1467
num_leaves=23
num_cat=0
split_feature=2 12 2 9 150 43 39 49 14 2 2 16 1429 16 12 48 43 2 16 16 2 43
split_gain=141.82 86.264 27.9698 23.5761 16.3511 22.1614 15.3614 12.8257 10.1228 8.04997 16.5354 7.12994 4.49703 12.6027 4.87042 4.05267 6.24117 3.9875 3.17748 2.04499 1.91367 0.88388
threshold=0.12068000000000001 -1.0000000180025095e-35 0.25063000000000007 -1.0000000180025095e-35 0.082085000000000019 -0.046639999999999994 0.098380000000000009 -0.073139999999999983 0.064610000000000015 -1.0000000180025095e-35 0.094765000000000016 -0.17773999999999998 0.084710000000000021 0.066010000000000013 0.093815000000000023 0.11362000000000001 -0.0083799999999999986 0.10656 -0.040874999999999995 -0.073554999999999995 0.099655000000000007 -0.08768999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 8 21 15 -7 11 -5 -11 20 14 -14 17 16 -2 -13 -12 -16 -3 -6
right_child=2 4 -4 9 5 7 -8 -9 -10 10 18 12 13 -15 19 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0013339838176796759 0.0030139905143590643 0.0036899861941905297 0.00031994584045869431 0.0020732454860244521 0.0038889762975688824 0.0032906788329302348 0.0011192145842869538 0.0016267419902110314 0.0048919265065887688 0.0042443445011082484 0.0030421969291116501 0.0042105230246407884 0.0028302863978479269 0.0044639747938499692 0.0041170836971621801 0.0032643092152859188 0.0020389529222175325 0.0035380975870284445 0.0021474090564471368 0.0037690650968566059 0.0030603272040595451 0.0043368673981429616
leaf_weight=80 75 80 52 52 55 72 53 52 89 64 52 1134 67 57 163 53 100 61 52 354 53 65
leaf_count=80 75 80 52 52 55 72 53 52 89 64 52 1134 67 57 163 53 100 61 52 354 53 65
internal_value=0 0.00380728 0.00203909 0.00252045 0.00397497 0.00334996 0.00235713 0.00259312 0.00404906 0.00295176 0.00322352 0.00401095 0.00405234 0.00358148 0.00408643 0.00264477 0.00245698 0.00417622 0.00259506 0.00387884 0.00343927 0.00413181
internal_weight=0 2602 333 300 2302 244 281 124 2058 220 168 1969 1836 124 1712 228 175 1195 104 517 133 120
internal_count=2935 2602 333 300 2302 244 281 124 2058 220 168 1969 1836 124 1712 228 175 1195 104 517 133 120
is_linear=0
shrinkage=0.00255085


Tree=1468
num_leaves=28
num_cat=0
split_feature=1 10 51 3 0 0 4 1429 0 0 0 150 0 394 11 1 50 3 51 4 42 1 4 4 42 0 12
split_gain=12.552 6.22313 4.13218 3.22196 5.49406 3.09317 3.14796 2.54439 4.77778 3.70866 2.59128 3.41411 3.82625 2.42655 2.22699 3.45588 3.00607 1.90904 1.67474 2.33561 2.10774 1.41835 1.17953 1.2172 1.15703 1.14125 0.792943
threshold=0.10398500000000001 1.0000000180025095e-35 0.10532000000000001 -0.14954999999999999 -0.018054999999999998 -0.083804999999999977 0.074650000000000008 0.084710000000000021 -0.08706499999999999 -0.072374999999999981 -0.085349999999999995 0.08926000000000002 -0.17127999999999996 -0.081709999999999991 0.077600000000000016 0.079225000000000004 0.086030000000000009 -0.092509999999999995 -0.14644999999999997 -0.47860499999999995 0.098705000000000001 0.12700000000000003 -0.010764999999999999 0.080255000000000007 0.11517500000000001 -0.084544999999999995 0.096315000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 6 -5 10 -9 -10 11 12 -1 -12 15 17 -17 -14 26 -20 25 -8 -7 -24 -22 -21 -15
right_child=1 -3 -4 4 -6 22 21 8 9 -11 13 -13 14 18 -16 16 -18 -19 19 20 24 -23 23 -25 -26 -27 -28
leaf_value=0.0043164526135084647 0.0022373050681534236 -0.0014170109626989941 0.002457040511764094 -0.0010791262057158321 -0.0016474270457576959 0.0025442518499724631 0.0015363716091218419 -0.0007120021296441049 0.0033203359696320385 0.0005863548425377687 0.00042558688260028847 0.00097986792504828508 0.0037477508000179644 0.00047138813671182729 0.0038148981274224135 0.00043799570867668157 0.0025739725484632547 0.0023858633951938215 0.0032320831406701237 0.0010310447358254822 0.0003048696066010053 5.0711957605250266e-05 0.0003642472302174542 0.0018683293313455183 0.0016135808123813808 0.0021641012574293047 0.0017024798859377275
leaf_weight=60 74 59 100 64 53 52 80 52 56 52 61 86 63 57 55 91 59 509 81 52 56 62 52 67 107 718 57
leaf_count=60 74 59 100 64 53 52 80 52 56 52 61 86 63 57 55 91 59 509 81 52 56 62 52 67 107 718 57
internal_value=0 0.000865751 0.00108887 0.000817247 0.000572682 0.000885002 0.000276649 0.00201793 0.00112128 0.0020047 0.00208582 0.00237896 0.00252262 0.00185819 0.002384 0.00227489 0.00127867 0.002536 0.00193559 0.00203085 0.00192647 0.000888257 0.00161741 0.00121174 0.00116444 0.00208769 0.00108762
internal_weight=0 663 604 504 430 377 206 2272 160 108 2112 923 837 1189 777 722 150 572 1128 1014 933 142 171 119 163 770 114
internal_count=2935 663 604 504 430 377 206 2272 160 108 2112 923 837 1189 777 722 150 572 1128 1014 933 142 171 119 163 770 114
is_linear=0
shrinkage=0.00736598


Tree=1469
num_leaves=29
num_cat=0
split_feature=1 1 12 124 47 2 1 2 150 2 16 151 1 159 52 1 51 52 16 16 16 12 133 151 12 13 15 160
split_gain=442.738 74.4585 59.0625 37.2155 24.8335 18.1263 17.1883 9.62198 9.74404 8.3982 7.66992 10.2513 6.17336 5.10482 4.74161 4.40642 4.9394 4.33186 3.5667 3.49391 3.30821 2.79789 2.44415 2.32639 2.31977 1.94466 1.64609 0.91198
threshold=0.10404000000000001 0.12448500000000001 0.088365000000000013 -0.080429999999999988 0.11224000000000002 0.089945000000000011 0.15028500000000003 0.11891500000000001 0.083435000000000023 0.13554000000000002 0.0054050000000000009 -0.080329999999999985 0.091345000000000023 0.083455000000000015 -0.065909999999999982 0.096035000000000023 -0.081684999999999994 -0.094219999999999984 -0.077189999999999995 -0.12653999999999996 -1.0000000180025095e-35 0.095110000000000014 -0.0081099999999999974 -0.085074999999999984 0.084065000000000015 -0.037164999999999997 0.083340000000000011 -0.0096749999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 -1 6 12 9 8 13 -3 11 -2 14 15 17 16 -7 24 -14 -13 22 -4 26 -24 -5 -15 -16 -20
right_child=1 4 21 5 -6 7 -8 -9 -10 -11 -12 19 18 25 20 -17 -18 -19 27 -21 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=0.0017434523653227895 0.001441990861113666 0.00054586268191706333 0.0034701273302480788 0.0040673137319465246 0.0014732332835909897 0.0025482852076686253 -0.0016029339286021368 0.0023582922459877641 0.0023391931992056678 -0.00061362857762387252 0.0017370147210446888 0.00056662371238597393 0.0026308774443928656 0.0034623417025775372 0.0043461865067739251 0.0039579331869598689 0.0032704947922424154 0.0029049275882309681 0.003145647824566924 -0.00037818324571899385 0.0043809918531588186 0.0027215097877348504 0.0040572253115753638 0.003543892992764669 0.003380872213264437 0.0041452077509326153 0.0038417710078348507 0.0035676652648331296
leaf_weight=91 61 91 52 56 59 75 61 93 73 79 52 54 52 52 52 53 458 84 55 52 62 99 72 380 85 64 316 102
leaf_count=91 61 91 52 56 59 75 61 93 73 79 52 54 52 52 52 53 458 84 55 52 62 99 72 380 85 64 316 102
internal_value=0 0.000953813 0.00172751 0.00337435 -3.32193e-05 0.00344229 -0.000418104 0.00315019 0.00324518 6.87688e-06 0.000864138 0.000592177 0.00363494 0.00333935 0.00371253 0.00324033 0.00316892 0.00337428 0.0032238 0.000102871 0.00379879 0.0029795 0.00375474 0.00362572 0.0036537 0.00383934 0.00391312 0.00342
internal_weight=0 660 370 2275 290 2184 231 868 775 170 219 167 1316 702 1107 586 533 225 209 106 882 151 820 452 141 116 368 157
internal_count=2935 660 370 2275 290 2184 231 868 775 170 219 167 1316 702 1107 586 533 225 209 106 882 151 820 452 141 116 368 157
is_linear=0
shrinkage=0.00260187


Tree=1470
num_leaves=21
num_cat=0
split_feature=39 50 41 41 150 147 49 48 50 50 150 1429 132 160 51 42 42 50 42 50
split_gain=6.10387 2.82922 3.35891 4.13871 1.76369 2.48195 2.89012 3.00401 2.30224 4.06524 2.17793 1.69343 1.10849 1.85985 2.53293 1.31854 1.50184 0.822525 0.237395 0.131251
threshold=0.12081000000000001 1.0000000180025095e-35 0.078385000000000024 0.088100000000000012 0.12167500000000002 0.090890000000000012 -0.079769999999999994 0.084455000000000016 -0.041284999999999995 -0.44847999999999993 0.08486500000000001 0.084690000000000015 0.0038750000000000004 0.051580000000000008 0.12162000000000002 0.079890000000000017 -0.015624999999999998 0.10761000000000001 0.096015000000000017 0.093975000000000017
decision_type=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 -8 -9 -10 13 14 15 16 -3 19 -19 -17
right_child=-2 12 3 -5 -6 -7 8 10 11 -11 -12 -13 -14 -15 -16 17 -18 18 -20 -21
leaf_value=-0.000877251038563341 -0.000786154198060989 0.0019556641121773392 0.0038332813986763263 0.0012835295690362257 0.0024378793723205654 -6.9757905679885895e-05 0.0017777682579715169 0.0021279687298926321 0.001538635395629785 -0.00093173369962181991 0.00021463046272578114 0.00058014729061083774 0.002853036335840527 0.0029233410844995166 0.00055456309057473532 0.0029744129377524704 0.0004543373346405275 0.0015133936237096961 0.0021758778752510788 0.0024715817177251389
leaf_weight=56 59 91 62 66 71 64 56 56 1694 55 64 98 62 70 82 52 53 56 55 59
leaf_count=56 59 91 62 66 71 64 56 56 1694 55 64 98 62 70 82 52 53 56 55 59
internal_value=0 0.00151312 0.00140337 0.00251916 0.00133883 0.00130238 0.00134466 0.000476003 0.00142495 0.000434541 0.00110815 0.00148626 0.00195614 0.00184865 0.00168056 0.00193262 0.00140362 0.00227542 0.00184233 0.00270782
internal_weight=0 2922 2342 128 2214 2143 2079 176 1903 111 120 1792 580 518 448 366 144 222 111 111
internal_count=2981 2922 2342 128 2214 2143 2079 176 1903 111 120 1792 580 518 448 366 144 222 111 111
is_linear=0
shrinkage=0.00707995


Tree=1471
num_leaves=20
num_cat=0
split_feature=15 49 10 49 148 160 123 52 14 160 15 132 15 52 16 15 15 132 52
split_gain=156.005 52.6505 36.3599 21.4947 19.7898 16.7315 13.3433 12.4111 9.36518 8.91758 8.29951 9.2957 7.54332 6.79837 4.6827 4.49505 2.87551 2.24946 1.13814
threshold=-0.26361999999999991 -0.034759999999999992 -1.0000000180025095e-35 0.12001000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.080635000000000012 -0.085519999999999985 0.073890000000000011 -0.075199999999999975 0.025430000000000005 0.082230000000000011 -0.19153499999999998 -0.013125 -0.42170999999999997 0.091285000000000019 -0.076594999999999983 0.004745000000000001 0.095185000000000006
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 6 -4 -6 8 -7 10 -1 11 12 -3 -5 -11 17 -9 -12 -17
right_child=1 3 4 13 5 7 -8 16 -10 14 15 -13 -14 -15 -16 18 -18 -19 -20
leaf_value=0.0018265572885658914 0.00071477567316976728 0.0041187088490550645 0.0015775633991241243 0.0029172294334896885 0.0036808845763636401 0.0032868432309615669 0.002349518185867365 0.0017720204543295265 0.0041292083626757164 0.0014057882466923092 0.0035839497878819458 0.002560782883803524 0.0032297993666027761 0.001937190721035255 0.00059394805948402866 0.0034412563870283908 0.0024866652600803174 0.0040739839901302657 0.00319926972520383
leaf_weight=88 56 52 68 76 101 71 67 66 82 61 506 103 907 70 91 201 52 54 209
leaf_count=88 56 52 68 76 101 71 67 66 82 61 506 103 907 70 91 201 52 54 209
internal_value=0 0.00315709 0.0024126 0.00328953 0.00267812 0.0029361 0.00334589 0.00253796 0.00337745 0.00125245 0.00334711 0.00320848 0.00327802 0.00244751 0.000919911 0.00349885 0.00208715 0.00363125 0.00331796
internal_weight=0 2741 414 2327 358 290 2181 189 2114 240 2032 1062 959 146 152 970 118 560 410
internal_count=2981 2741 414 2327 358 290 2181 189 2114 240 2032 1062 959 146 152 970 118 560 410
is_linear=0
shrinkage=0.00226508


Tree=1472
num_leaves=25
num_cat=0
split_feature=4 12 16 51 0 16 52 15 4 51 16 0 4 12 0 0 43 1452 1455 15 0 15 16 13
split_gain=8.50652 6.01112 2.8062 3.14506 2.40449 6.18538 9.51496 4.1363 4.10757 2.97562 2.16975 2.41263 3.42389 1.98442 1.94943 7.72441 2.19103 1.9344 2.71415 1.76166 1.67604 1.54195 1.47642 0.890857
threshold=0.26546000000000003 0.099170000000000022 -0.15693499999999996 0.16362000000000002 -0.066734999999999975 0.066010000000000013 -0.014264999999999998 -0.030729999999999997 -0.50810499999999992 -0.080414999999999986 -0.4136149999999999 -0.14104999999999998 0.50291500000000011 0.082165000000000016 -0.11167499999999998 -0.14164999999999997 -0.034774999999999993 0.087675000000000017 -0.050099999999999992 0.033605000000000003 -0.097774999999999987 0.025430000000000005 -0.034004999999999994 -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=2 10 13 4 14 6 -6 -7 -9 -10 11 23 -13 -1 15 16 -4 18 -16 -15 -20 -8 -18 -2
right_child=1 -3 3 -5 5 7 21 8 9 -11 -12 12 -14 19 17 -17 22 -19 20 -21 -22 -23 -24 -25
leaf_value=0.0037676333484588545 -0.00036427319103919149 -0.0017719552959501949 0.00070517518930232799 -0.00015449646160117968 -0.0027470155984657975 0.00049994480437063444 0.00026576174623251582 0.0043517351028738386 0.0028551447320139941 0.00055373256425504311 -0.00016561142563746505 0.0031141098269492368 0.00057571214714519743 0.0028755157487768516 0.00055833068999096888 -0.0014492736646155931 0.0016401158842088504 0.0032247284840985664 0.0028616964671206364 0.0010094085318085285 0.0018075083684579573 0.0021292120596189939 0.0034157089647580191 0.0010683971176207153
leaf_weight=59 52 64 63 62 55 98 52 52 73 65 93 71 60 68 102 56 58 60 99 57 1394 57 57 54
leaf_count=59 52 64 63 62 55 98 52 52 73 65 93 71 60 68 102 56 58 60 99 57 1394 57 57 54
internal_value=0 0.000420064 0.0016533 0.00158197 0.00162799 0.00111534 -9.59406e-05 0.00180539 0.00247829 0.00177175 0.000845436 0.00124253 0.00195212 0.00258439 0.00175062 0.00108193 0.00187874 0.00184511 0.00179316 0.00202524 0.00187747 0.00124099 0.00252092 0.00036479
internal_weight=0 394 2587 2403 2341 452 164 288 190 138 330 237 131 184 1889 234 178 1655 1595 125 1493 109 115 106
internal_count=2981 394 2587 2403 2341 452 164 288 190 138 330 237 131 184 1889 234 178 1655 1595 125 1493 109 115 106
is_linear=0
shrinkage=0.00781684


Tree=1473
num_leaves=14
num_cat=0
split_feature=10 48 51 402 43 475 474 48 0 402 12 43 16
split_gain=5.67918 3.70217 2.79118 2.1047 2.38233 2.05669 2.17808 2.80931 3.10457 1.46967 1.447 1.00133 0.62677
threshold=0.057650000000000007 0.14177500000000004 0.12900500000000004 0.086700000000000013 -0.026789999999999998 0.063540000000000013 -0.097439999999999985 -0.078904999999999989 -0.23146499999999998 0.094120000000000009 0.084930000000000019 -0.06372499999999999 -0.087484999999999993
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 -9 -6 -11 -4 -12
right_child=-2 -3 11 4 9 -7 7 8 -10 10 12 -13 -14
leaf_value=0.0028107954768299588 -0.00073318321833515908 -0.00071774762174261586 0.0018044264613497724 0.0032058526488679844 0.0027400202994644876 0.0028460744220266468 -0.00013920564404911004 0.0031740304910802103 0.0011987060701119825 0.00016819635770577493 0.0023900993235234239 0.0033400101291333859 0.0011657947371292098
leaf_weight=56 89 56 52 78 53 53 101 54 2155 60 52 62 60
leaf_count=56 89 56 52 78 53 53 101 54 2155 60 52 62 60
internal_value=0 0.00135194 0.00139284 0.00134056 0.00198003 0.00126043 0.00122487 0.00118639 0.00124703 0.00155469 0.00118894 0.00264033 0.001735
internal_weight=0 2892 2836 2722 303 2419 2366 2310 2209 225 172 114 112
internal_count=2981 2892 2836 2722 303 2419 2366 2310 2209 225 172 114 112
is_linear=0
shrinkage=0.00813264


Tree=1474
num_leaves=22
num_cat=0
split_feature=4 2 123 1 1 14 4 2 4 1 13 4 2 51 4 13 1 51 43 1212 1
split_gain=280.059 73.8862 37.4492 36.2039 27.4066 17.9787 8.2979 6.70747 14.3974 10.0837 5.37386 5.37056 3.88217 3.64095 3.63614 3.58579 3.32007 3.1316 1.46748 1.04207 0.757103
threshold=0.31392000000000003 0.10773000000000001 0.080635000000000012 0.10749500000000002 0.13042000000000001 0.073890000000000011 -0.071344999999999992 0.089945000000000011 -0.14088999999999999 0.088470000000000007 -0.15122999999999998 -0.078454999999999983 -0.018734999999999998 0.0045000000000000014 0.058025000000000007 -0.064249999999999988 0.11189500000000001 0.043405000000000006 -0.081404999999999991 0.091640000000000013 0.11805500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 16 7 -3 8 -1 17 -5 19 -6 -13 15 -8 -2 18 -9 -10 -18
right_child=4 3 -4 10 12 -7 14 9 11 -11 -12 13 -14 -15 -16 -17 20 -19 -20 -21 -22
leaf_value=0.0021462483892205246 0.0010200925071384955 0.0017896640705171178 0.0018082307351985091 0.00061359563019470782 0.00055831656676966776 0.0042164244044624035 0.0035043677409449052 0.0031938814097053569 0.0035207377577438502 0.0022821527471250358 0.0015170743085544094 0.003245523632113583 -0.00017459934132545276 0.0028073400313910223 0.0024501722644726266 0.0026987330872981921 0.0018446438305639524 0.0034514963576873386 0.0029177568053278475 0.0032358486864484028 0.0014644160761161226
leaf_weight=58 73 52 103 55 60 87 53 150 451 93 88 703 97 114 85 62 52 101 306 80 58
leaf_count=58 73 52 103 55 60 87 53 150 451 93 88 703 97 114 85 62 52 101 306 80 58
internal_value=0 0.00298398 0.00314288 0.00208038 0.000799811 0.00320702 0.00259703 0.0031643 0.00325245 0.00297358 0.00116975 0.00330002 0.000105342 0.00318441 0.00280683 0.00307024 0.00139548 0.00308899 0.00300864 0.00347786 0.00164438
internal_weight=0 2641 2246 395 340 2143 252 2056 1406 650 143 1348 157 817 200 115 183 557 456 531 110
internal_count=2981 2641 2246 395 340 2143 252 2056 1406 650 143 1348 157 817 200 115 183 557 456 531 110
is_linear=0
shrinkage=0.00226508


Tree=1475
num_leaves=29
num_cat=0
split_feature=1 156 12 3 3 2 2 16 41 3 50 131 12 16 3 1 1 2 3 3 1 2 2 42 16 16 133 133
split_gain=5.68394 4.65942 5.36467 4.34398 3.15995 2.8216 2.99257 3.83728 2.56364 3.30743 2.42203 3.71266 2.35213 2.16211 2.50056 2.32499 2.01226 2.00363 1.66843 1.56482 1.58979 1.37085 1.28878 1.13562 2.6139 0.876528 0.532644 0.161183
threshold=0.095920000000000019 0.10307000000000001 0.088325000000000015 -0.11372999999999998 -0.044539999999999989 -0.007134999999999999 0.10979000000000001 -0.059289999999999995 0.084515000000000021 -0.15500999999999998 0.092790000000000011 0.08956500000000002 0.085655000000000023 0.0077850000000000011 -0.057749999999999989 0.080320000000000016 0.084675000000000014 0.090215000000000004 0.12955000000000003 -0.078254999999999977 0.090540000000000023 0.10406500000000002 0.098180000000000003 0.083785000000000012 0.19384500000000002 -0.094854999999999981 0.089755000000000015 0.10165500000000001
decision_type=2 2 2 2 2 2 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 -6 -7 18 9 -1 11 -5 -3 14 17 23 25 19 -8 20 -11 22 -19 24 -15 -16 -25 -28
right_child=1 12 3 10 5 6 7 -9 -10 13 -12 -13 -14 15 16 -17 -18 21 -20 -21 -22 -23 -24 26 -26 -27 27 -29
leaf_value=0.0031598796796841726 -0.0017133444411329168 0.0031161679745696424 0.0026863846755567325 -0.0012299897376325739 -0.00096332835419244659 0.001671905309589643 0.0013923057771712006 -0.0015979926012633856 -9.1126477473112434e-05 0.0015769416817886716 0.0020059010666987399 0.0011873502967245748 0.0010240459643182139 0.0029998438563582377 0.0023191080808050196 -0.00021500576057191414 0.001451494446228445 0.000937891357278344 -0.0001308693865891078 0.0024936133489488537 0.00048407225511407965 0.0017273157464325073 -0.00032607697170667472 0.0012605313349933066 0.00087646548761471195 0.0036655810888724474 0.00021369344679910291 0.00078046209148380371
leaf_weight=59 54 57 82 60 89 88 80 56 61 869 53 81 60 52 54 80 84 249 76 92 79 96 53 87 80 52 57 53
leaf_count=59 54 57 82 60 89 88 80 56 61 869 53 81 60 52 54 80 84 249 76 92 79 96 53 87 80 52 57 53
internal_value=0 0.000680547 0.000458575 0.00126468 -4.34695e-05 0.000188136 0.000529999 5.56299e-05 0.00139622 0.00143954 0.000663344 0.000158137 0.00204396 0.00138967 0.00151003 0.000910405 0.00230487 0.00140496 0.000649742 0.00157517 0.00148595 0.000959988 0.000715809 0.0011843 0.00171354 0.00298038 0.000829282 0.000487488
internal_weight=0 836 719 276 443 389 300 212 2157 2096 194 141 117 2037 1628 409 190 1438 156 1040 948 398 302 329 132 106 197 110
internal_count=2993 836 719 276 443 389 300 212 2157 2096 194 141 117 2037 1628 409 190 1438 156 1040 948 398 302 329 132 106 197 110
is_linear=0
shrinkage=0.00736598


Tree=1476
num_leaves=15
num_cat=0
split_feature=48 1 1 10 147 47 0 16 16 52 1186 157 49 1
split_gain=4.53346 4.90444 3.75036 4.78309 3.35841 2.39508 4.37012 2.59405 2.24545 4.08627 2.09911 1.84282 1.6382 1.37692
threshold=-0.024949999999999996 0.085490000000000024 0.13130500000000003 -0.020369999999999996 0.093660000000000007 0.11069000000000002 -0.23043999999999995 0.044620000000000007 -0.40430999999999989 -0.054584999999999995 0.083980000000000013 -0.089134999999999978 -0.14644499999999996 0.080545000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -3 6 -5 -7 -4 -10 11 13 -13 -8
right_child=2 4 8 5 -6 7 10 -9 9 -11 -12 12 -14 -15
leaf_value=0.0019789680755402197 0.0038800311720582933 -0.002584374864308913 -0.00094345837302560313 0.0037929872743937528 0.00025658593701825496 -0.001264044147002729 0.0015684540662290452 0.001329157115625498 -0.00065052780504272782 0.0026502847554086243 -0.00014326960034494643 -0.00014437153895760472 0.0013120994378729249 0.0033700356842421512
leaf_weight=55 54 60 86 53 64 56 75 59 59 53 74 59 2131 55
leaf_count=55 54 60 86 53 64 56 75 59 59 53 74 59 2131 55
internal_value=0 -0.000165438 0.00125059 0.00133728 -0.00111733 0.00128365 0.00134085 6.55797e-05 0.00010486 0.000910641 0.00128653 0.00133217 0.00127282 0.00233137
internal_weight=0 179 2814 2616 124 2562 2447 115 198 112 2394 2320 2190 130
internal_count=2993 179 2814 2616 124 2562 2447 115 198 112 2394 2320 2190 130
is_linear=0
shrinkage=0.00863042


Tree=1477
num_leaves=11
num_cat=0
split_feature=39 1375 39 39 34 159 48 1 49 49
split_gain=3.25115 3.25283 2.83294 2.63526 4.76843 2.00227 1.85837 2.83263 4.00036 2.05923
threshold=0.094095000000000026 -0.10702499999999998 0.10490000000000001 0.088655000000000012 -0.08422499999999998 0.12274500000000001 0.11521500000000003 0.096315000000000026 -0.064334999999999989 0.12186500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 6 7 9 -9 -6
right_child=2 3 -4 -5 5 -7 -8 8 -10 -11
leaf_value=-0.00097018519830852632 -0.0017914139375272246 -0.0015790108674708155 0.00066765142371524671 0.0029264394440891659 0.0012235569263274819 0.0024262251518807959 0.0023110274861160517 -0.0013250227455320627 0.00078094679505817828 -0.0005343083411002811
leaf_weight=60 58 52 97 60 1911 87 90 83 442 53
leaf_count=60 58 52 97 60 1911 87 90 83 442 53
internal_value=0 0.00105689 -0.000251909 0.0011007 0.00106036 0.00111188 0.0010675 0.0010225 0.000447824 0.00117607
internal_weight=0 2838 155 2778 2718 2666 2579 2489 525 1964
internal_count=2993 2838 155 2778 2718 2666 2579 2489 525 1964
is_linear=0
shrinkage=0.00880303


Tree=1478
num_leaves=29
num_cat=0
split_feature=1 1 0 4 14 0 16 49 4 3 14 4 4 4 3 3 4 16 3 43 43 3 0 43 481 16 52 16
split_gain=221.235 42.3992 34.1368 22.9203 19.2137 15.7729 15.2752 14.1758 11.832 15.0502 10.1549 9.03012 8.12077 5.78161 4.52659 4.40473 3.91039 4.82061 3.78512 2.15834 2.13117 1.98536 6.62751 1.45208 1.41898 1.33387 1.14552 1.01665
threshold=0.11690500000000002 0.095920000000000019 -0.13165999999999997 0.27998000000000006 0.064610000000000015 -0.061204999999999989 0.08215500000000002 -0.038669999999999989 -0.17568999999999999 -0.026279999999999998 -0.41608999999999996 -0.0083549999999999978 0.51367000000000018 -0.47860499999999995 0.0025650000000000004 -0.081224999999999978 0.036605000000000006 -0.40430999999999989 -0.041789999999999994 -0.090674999999999992 -0.017474999999999997 -0.059315 -0.15270499999999995 0.065040000000000014 -0.086319999999999994 -0.10982499999999999 0.090885000000000007 -0.0062949999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 14 7 5 15 -7 -2 -4 11 -5 -10 -12 -8 -3 19 21 -18 -9 26 -19 23 -23 -17 -21 -26 27 -1
right_child=3 2 8 10 -6 6 13 18 9 -11 12 -13 -14 -15 -16 16 17 20 -20 24 -22 22 -24 -25 25 -27 -28 -29
leaf_value=0.0032839755980848162 0.00094163666843545871 0.00091250342826328589 0.0034811422229483035 0.0015065007354825805 0.0042253472342066081 0.0017489080129581829 0.0034155157409701317 0.0027300613388143292 0.0033207429461942274 0.0014550940777879849 -0.00011084557410702086 0.0023040100477512795 0.00092952424344436898 0.0025383068755420565 0.0017651845547029107 0.0031269504696587931 0.0033082683995375901 0.0021881880872787192 0.0018674460391986461 0.0036976844633529594 0.0028064143444226138 0.0027526893254585113 0.0037853852891820265 0.0028128677405337096 0.0036531088806787057 0.0032791104867522921 0.002807374461523778 0.0029479453000006372
leaf_weight=144 64 53 91 54 82 80 76 52 93 53 84 87 71 79 81 374 53 61 53 52 55 53 81 97 54 688 57 71
leaf_count=144 64 53 91 54 82 80 76 52 93 53 84 87 71 79 81 374 53 61 53 52 55 53 81 97 54 688 57 71
internal_value=0 0.0030162 0.00239006 0.0011622 0.00314913 0.00310659 0.00255347 0.00178255 0.00278782 0.00251694 0.00066046 0.00282946 0.000365555 0.00296858 0.00142811 0.00317722 0.00304671 0.00274094 0.00229488 0.00327196 0.00248152 0.00313208 0.00337711 0.00306232 0.00333202 0.00330636 0.00309656 0.00317312
internal_weight=0 2615 458 378 2157 2075 235 169 324 233 209 180 155 155 134 1840 774 169 105 1066 116 605 134 471 794 742 272 215
internal_count=2993 2615 458 378 2157 2075 235 169 324 233 209 180 155 155 134 1840 774 169 105 1066 116 605 134 471 794 742 272 215
is_linear=0
shrinkage=0.00226508


Tree=1479
num_leaves=27
num_cat=0
split_feature=1 12 1 14 12 1 12 1 12 151 40 133 1 1 12 483 1 151 12 12 0 12 483 1447 1 0
split_gain=312.078 50.0012 34.6509 25.7918 20.5428 18.2813 13.1858 10.9086 5.8226 5.67833 4.93515 3.18383 3.81984 2.80687 2.65384 2.318 2.59488 2.25447 2.23593 2.11791 1.66104 1.56808 1.49708 1.89822 1.43587 0.556757
threshold=0.10398500000000001 0.085075000000000026 0.13130500000000003 0.073890000000000011 0.056995000000000011 0.092485000000000026 0.091290000000000024 0.14516000000000004 0.12631000000000003 -0.086769999999999986 -0.0087249999999999984 -0.07248499999999998 0.084470000000000003 0.11277000000000001 0.091840000000000019 -0.096724999999999992 0.089245000000000005 -0.00016499999999999997 0.098785000000000012 0.099680000000000005 -0.053834999999999994 0.10595000000000002 0.092240000000000003 -0.085709999999999995 0.12381000000000002 -0.075914999999999996
decision_type=2 2 2 2 2 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 18 4 5 11 15 9 14 -2 24 -1 -13 -12 -8 -6 22 -7 -3 20 -16 -21 23 -17 -11 -15
right_child=1 2 -4 -5 6 17 8 -9 -10 10 13 12 -14 25 19 16 -18 -19 -20 21 -22 -23 -24 -25 -26 -27
leaf_value=0.0024226190538768834 0.0017066821907862455 0.0028085563559392536 0.0005348489167510622 0.0042641604322940395 0.0037280102320841825 0.001482525874312773 0.0024815389666697158 5.6257111368697007e-05 0.0021845632136290264 0.00079351539799530366 0.00072174766622617613 0.0034295700562667676 0.002740585142178759 0.0011914477593469358 0.0030275364827426947 0.0036762642066030821 0.0028923273541016877 0.0021069773985431177 0.0023231206099200786 0.0025991547592043775 0.0034503110641586174 0.0029707855571461895 0.002977694891982568 0.0032793116511759717 0.00028040892349917725 0.0014946745665633358
leaf_weight=52 52 101 52 87 53 56 56 68 53 53 57 74 87 74 389 65 93 59 89 98 53 136 75 854 55 52
leaf_count=52 52 101 52 87 53 56 56 68 53 53 57 74 87 74 389 65 93 59 89 98 53 136 75 854 55 52
internal_value=0 0.00134078 0.00214166 0.00307707 0.00303122 0.00251714 0.0031188 0.000869158 0.00289706 0.00103025 0.00090929 0.00290255 0.00305741 0.00113157 0.00294861 0.00327148 0.00324919 0.0018031 0.00258129 0.00298727 0.00307828 0.00281525 0.00328256 0.00330741 0.000532431 0.00131678
internal_weight=0 653 242 2340 2253 328 1925 411 785 343 291 213 161 183 732 1140 1087 115 190 676 442 234 994 919 108 126
internal_count=2993 653 242 2340 2253 328 1925 411 785 343 291 213 161 183 732 1140 1087 115 190 676 442 234 994 919 108 126
is_linear=0
shrinkage=0.00222067


Tree=1480
num_leaves=23
num_cat=0
split_feature=1 9 52 13 0 14 3 3 13 12 0 3 0 1456 0 0 1429 1 1 0 13 13
split_gain=3.72586 4.26566 4.68121 3.14064 4.99351 4.96268 7.11578 3.64621 2.46148 3.25226 3.21009 2.70955 2.10683 1.79644 2.25564 2.35516 1.68897 1.59761 1.48839 1.18397 1.12775 0.378768
threshold=0.095435000000000006 -0.08477999999999998 -0.23266999999999996 -0.089359999999999981 -0.105195 -0.07279999999999999 -0.027864999999999997 -0.0075749999999999993 0.032645000000000007 -0.0066799999999999993 -0.044434999999999995 0.086845000000000019 -0.081024999999999986 -0.090374999999999997 -0.14680499999999999 -0.10594499999999998 0.086095000000000019 0.10801000000000001 0.10234000000000001 -0.19166999999999998 0.15415000000000004 0.066620000000000026
decision_type=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 17 4 -4 -5 12 -8 9 -1 20 13 -7 -11 -15 -16 -17 -3 -14 -9 21 -10
right_child=1 2 3 5 -6 6 7 19 10 11 -12 -13 18 14 15 16 -18 -19 -20 -21 -22 -23
leaf_value=0.0028516999263715425 0.0027529161265611429 0.00087036080631851525 0.00030420286107570623 0.0023341431476588894 -0.0025487574540624088 -0.00046222816539381374 -0.0029648304432025874 -0.0012963818230212138 0.00074563796592730554 7.5296656944977982e-05 -0.0014248963681027182 -0.00011263526220779059 0.00025709585228074564 0.0029793827886353957 -0.00018022688848651786 0.0012972247308652379 0.0027443259224249972 0.0025709030365362018 0.0019311617726419986 0.00035658974178950898 0.0015348526617058285 -0.0001918035198320669
leaf_weight=86 55 81 100 77 73 52 56 55 67 81 52 102 52 56 72 1352 58 72 124 65 97 53
leaf_count=86 55 81 100 77 73 52 56 55 67 81 52 102 52 56 72 1352 58 72 124 65 97 53
internal_value=0 0.000517418 0.000364951 5.92263e-05 -0.000899136 0.000404102 3.60283e-05 -0.00121678 0.00116643 0.00127666 0.000425612 0.0011979 0.0010035 0.00128052 0.00134394 0.00128208 0.00135681 0.00167119 0.00143705 -0.000400284 0.00086946 0.000330863
internal_weight=0 862 807 654 173 481 404 176 2076 1807 269 1721 228 1619 1538 1482 1410 153 176 120 217 120
internal_count=2938 862 807 654 173 481 404 176 2076 1807 269 1721 228 1619 1538 1482 1410 153 176 120 217 120
is_linear=0
shrinkage=0.00829529


Tree=1481
num_leaves=31
num_cat=0
split_feature=1 12 10 1 2 2 49 2 480 52 133 12 12 49 42 12 1 11 16 52 133 43 2 133 16 12 484 16 12 42
split_gain=150.829 32.4272 21.0684 21.0623 9.85782 12.2476 8.99898 6.71332 7.77999 6.76162 5.48931 6.59315 4.91419 4.91245 3.94514 3.58956 7.10085 2.68633 4.17099 2.74796 2.56874 2.51662 3.31775 1.89089 2.14234 1.41814 1.37706 1.89772 0.979346 0.659773
threshold=0.11690500000000002 0.056995000000000011 -1.0000000180025095e-35 0.092485000000000026 0.11835000000000002 -1.0000000180025095e-35 -0.084784999999999985 0.089945000000000011 -1.0000000180025095e-35 -0.14794999999999997 0.031880000000000012 0.089085000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10732000000000001 -0.0066799999999999993 0.085780000000000009 0.077905000000000016 0.052690000000000008 -0.17568999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.14290000000000003 0.087720000000000006 0.5455350000000001 0.095920000000000019 -0.084749999999999978 -0.0021749999999999994 0.099035000000000026 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 2
left_child=1 3 -2 15 5 -4 -5 8 -3 23 11 -11 -8 -14 25 -1 -17 18 26 -20 28 -6 -23 24 -9 29 -10 -28 -13 -12
right_child=2 7 4 6 21 -7 12 9 17 10 14 20 13 -15 -16 16 -18 -19 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0032816722213176775 2.7354503789486591e-05 0.0022473803534132676 0.0011053770910247173 0.0028007883716677511 0.00066992453747708011 0.0027408515673713932 0.0012061897943497551 0.0037146874093599734 0.0035427604115716863 0.0016489034155971471 0.0035473178009997439 0.0030798815024156699 0.0013968687926356601 0.0023864017612031468 0.0025222644538206067 0.003179629776307453 0.0020306221325713265 0.0037722127293334769 0.0030915246433299839 0.0023227167979848378 0.0023184398259734011 0.001785264105888498 0.0008810196487293049 0.0029344929018090258 0.003054617314679214 0.0028720186304543429 0.0031788524238746747 0.003624339843478353 0.0026475788195984206 0.0031717981662548575
leaf_weight=97 82 57 52 55 60 70 95 79 91 52 55 73 57 77 88 75 66 54 67 56 90 52 54 75 55 68 876 68 67 75
leaf_count=97 82 57 52 55 60 70 95 79 91 52 55 73 57 77 88 75 66 54 67 56 90 52 54 75 55 68 876 68 67 75
internal_value=0 0.0029106 0.00116844 0.00234288 0.00149324 0.00204399 0.00187355 0.00305543 0.00316997 0.00286833 0.00272369 0.00247058 0.00165073 0.00196568 0.00297317 0.00290282 0.00264199 0.00321333 0.00318725 0.00274172 0.00265623 0.00108831 0.00132487 0.00326127 0.00344397 0.00317343 0.00324017 0.00321097 0.00287319 0.00333088
internal_weight=0 2568 370 522 288 122 284 2046 1269 777 568 282 229 134 286 238 141 1212 1158 123 230 166 106 209 134 198 1035 944 140 130
internal_count=2938 2568 370 522 288 122 284 2046 1269 777 568 282 229 134 286 238 141 1212 1158 123 230 166 106 209 134 198 1035 944 140 130
is_linear=0
shrinkage=0.00255085


Tree=1482
num_leaves=31
num_cat=0
split_feature=1 1 12 12 51 12 47 1 51 15 151 12 12 12 51 15 12 1 12 133 12 151 49 157 130 156 133 1 1 130
split_gain=281.187 51.2348 52.3937 19.5183 12.9809 10.4882 10.3351 9.03592 7.06548 5.63659 5.17368 4.53189 4.47553 3.8687 2.71756 2.65257 3.17764 2.58854 2.28327 2.44517 1.98432 1.5477 1.81945 1.9304 1.16551 1.09689 1.25508 0.99814 0.933994 0.552507
threshold=0.10398500000000001 0.12381000000000002 0.085075000000000026 0.056995000000000011 -0.096089999999999981 0.098595000000000016 0.09772500000000002 0.095920000000000019 0.080840000000000009 0.11773500000000002 -0.079914999999999986 0.10331000000000001 -0.0066799999999999993 0.086730000000000015 0.0033150000000000007 -0.50173499999999993 -0.075604999999999992 0.086165000000000005 0.10859000000000001 0.046800000000000008 0.085945000000000008 -0.077449999999999977 -1.0000000180025095e-35 -0.061169999999999995 -0.004089999999999999 0.087515000000000009 -0.0059799999999999992 0.11181500000000001 0.13891000000000003 0.041010000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 -1 13 15 12 10 18 -2 27 -6 14 20 -3 -17 -14 19 -7 25 -15 -23 -24 -25 26 -5 -4 -18 -20
right_child=1 6 11 5 7 9 -8 -9 -10 -11 -12 -13 17 21 -16 16 28 -19 29 -21 -22 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0046349165408480809 0.0024458438364670276 0.00079552571607554787 0.0040179508163104465 0.0044964358452674602 0.004071280453377648 0.003499248836525656 0.0024171647338040655 0.0027238371910170952 0.0028298244970830673 0.0031178235297286971 0.0014935096141836641 0.0033910749097313814 0.003776723014614286 0.0039102040643272636 0.0049726757671259576 0.0019148695958139186 0.0014161285621130206 0.0030521592486478194 0.0040981031775558169 0.00413843799985432 0.0047726229452990472 0.0047049137218305457 0.0038790244914470905 0.0045055498813433483 0.0042443906568131609 0.0046784889889016469 0.0041928600702643348 0.0044981152088565193 0.0009554500234571473 0.0044471742900033988
leaf_weight=65 53 53 55 140 99 80 61 81 59 53 98 56 53 77 66 54 53 69 66 67 90 57 79 125 698 60 212 53 54 52
leaf_count=65 53 53 55 140 99 80 61 81 59 53 98 56 53 77 66 54 53 69 66 67 90 57 79 125 698 60 212 53 54 52
internal_value=0 0.00232999 0.00292078 0.00415846 0.00363986 0.00425748 0.00152642 0.0034256 0.00210955 0.00384998 0.00182795 0.00395939 0.00368269 0.00433825 0.00450164 0.0012724 0.00142922 0.00336714 0.00399631 0.00379076 0.00443966 0.00424864 0.00427579 0.00424864 0.00428409 0.00436687 0.00431367 0.00425383 0.00118388 0.00425215
internal_weight=0 649 374 2289 367 1922 275 302 210 318 151 164 221 1604 568 214 161 122 265 147 502 1036 959 902 823 412 352 108 107 118
internal_count=2938 649 374 2289 367 1922 275 302 210 318 151 164 221 1604 568 214 161 122 265 147 502 1036 959 902 823 412 352 108 107 118
is_linear=0
shrinkage=0.0024518


Tree=1483
num_leaves=16
num_cat=0
split_feature=4 13 14 13 455 13 4 484 13 480 150 42 159 13 2
split_gain=6.773 3.9589 3.73724 3.26223 3.20053 3.02127 5.79205 2.81679 4.43195 3.49539 2.54684 6.51748 1.95667 1.16852 0.723885
threshold=0.31392000000000003 -0.16392499999999996 -1.0000000180025095e-35 -0.14022999999999999 0.079195000000000015 -0.15941999999999998 0.51074000000000008 0.085515000000000022 -0.021089999999999994 -0.060589999999999998 0.077110000000000012 0.087475000000000011 0.081975000000000006 -0.084814999999999988 0.11543500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 7 -4 14 9 13 -5 12 -12 -11 -9 -7
right_child=2 3 5 4 -6 6 -8 8 -10 10 11 -13 -14 -15 -16
leaf_value=-0.00046195616702099514 0.0016654854171499075 0.0040231252282698499 0.0012009795937382452 -0.00062279902374027239 0.0036421816224344265 -0.0035674345835983324 0.0011999922052892084 0.00044148728198284095 -0.0014140845844061408 0.0016546814321525016 -0.00066402129931471179 0.0031858668800268733 0.002642202338429483 0.0021771035615937612 -0.0019501143286511126
leaf_weight=96 92 53 60 68 69 52 56 67 82 1675 133 64 224 89 58
leaf_count=96 92 53 60 68 69 52 56 67 82 1675 133 64 224 89 58
internal_value=0 0.00151315 -1.86119e-05 0.00158832 0.00153605 -0.000704642 -0.00139406 0.00147551 0.000451206 0.00158811 0.00165989 0.000586167 0.00177122 0.00143236 -0.00271563
internal_weight=0 2620 318 2524 2471 226 166 2402 238 2164 2096 197 1899 156 110
internal_count=2938 2620 318 2524 2471 226 166 2402 238 2164 2096 197 1899 156 110
is_linear=0
shrinkage=0.00991364


Tree=1484
num_leaves=15
num_cat=0
split_feature=123 10 41 455 484 1456 133 13 13 51 0 159 11 0
split_gain=3.21202 2.91031 2.15389 2.49679 2.90577 4.08611 6.208 3.37213 4.35675 3.29462 2.57293 2.34836 2.10049 0.883195
threshold=0.11107500000000002 -0.11133 0.078150000000000011 1.0000000180025095e-35 0.085515000000000022 -0.016459999999999999 0.086635000000000004 0.032645000000000007 0.065520000000000009 0.12702000000000002 -0.21196999999999996 0.091625000000000026 0.087830000000000005 -0.11327499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 11 9 -9 10 -3 -7 -10 -4
right_child=-2 2 13 -5 5 6 -8 8 12 -11 -12 -13 -14 -15
leaf_value=-0.00061742849317930962 -0.0011269737054038973 -0.00013603317807217916 0.0013116346862112205 0.0025208328785264801 0.0018110914463626867 -0.0025426956285771454 0.0015126511542903087 -0.0017126461130945526 0.0010866635865226534 0.0028402863038055762 0.0011855506169397892 -0.00023924283436354193 -0.00066339425701520142 0.0027326899623975782
leaf_weight=78 52 112 56 74 75 77 71 64 235 82 1774 54 62 72
leaf_count=78 52 112 56 74 75 77 71 64 235 82 1774 54 62 72
internal_value=0 0.000993992 0.00103879 0.00098751 0.000943935 0.000124307 -0.000501527 0.00104138 0.000289323 0.00117929 0.00110702 -0.00159387 0.000721028 0.00211168
internal_weight=0 2886 2808 2680 2606 277 202 2329 361 1968 1886 131 297 128
internal_count=2938 2886 2808 2680 2606 277 202 2329 361 1968 1886 131 297 128
is_linear=0
shrinkage=0.0084612


Tree=1485
num_leaves=16
num_cat=0
split_feature=3 4 1 155 0 43 4 151 4 403 3 1 0 4 160
split_gain=11.5834 4.22608 6.2784 5.94302 5.01388 6.59699 3.21716 2.6586 7.04815 2.55929 2.23366 2.63542 2.0675 2.54497 2.07937
threshold=0.31966500000000003 -0.17568999999999999 0.079805000000000015 1.0000000180025095e-35 -0.040094999999999992 -0.015924999999999998 0.27258000000000004 0.011180000000000001 -0.0072149999999999992 -0.53317999999999988 0.094635000000000011 0.11617500000000001 -0.14920999999999998 -0.092854999999999979 -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 -4 6 -6 7 9 -9 -3 11 -8 14 -14 -11
right_child=-2 4 3 -5 5 -7 10 8 -10 12 -12 -13 13 -15 -16
leaf_value=-0.00019791681887522855 -0.0018060170420391771 -0.0003499699412839844 0.0031735276825645632 0.00081574305568721565 0.00044366609990726709 -0.0022894273054613126 -0.0016298819138490042 0.0013009083601679713 -0.0019774368349545026 0.00064928412897255006 0.00088746759093795695 0.00011711798481807732 -0.0004310220167180378 0.00078898346319220892 0.0022188097743323426
leaf_weight=69 82 83 95 82 100 57 57 56 52 61 64 94 73 1859 81
leaf_count=69 82 83 95 82 100 57 57 56 52 61 64 94 73 1859 81
internal_value=0 0.000637944 0.00144195 0.00208161 0.000562914 -0.000548167 0.00063328 0.000704442 -0.00027692 0.000753611 -0.00011609 -0.000541892 0.000797808 0.000742851 0.00154506
internal_weight=0 2883 246 177 2637 157 2480 2265 108 2157 215 151 2074 1932 142
internal_count=2965 2883 246 177 2637 157 2480 2265 108 2157 215 151 2074 1932 142
is_linear=0
shrinkage=0.00641253


Tree=1486
num_leaves=25
num_cat=0
split_feature=2 12 2 15 147 2 12 151 15 12 2 2 157 12 47 2 160 43 160 14 1446 15 15 12
split_gain=250.937 121.353 51.3518 34.8642 28.3027 17.0498 16.483 14.6572 17.0676 12.9098 9.60694 15.4903 7.55195 8.32057 6.10019 5.71022 4.60847 5.44135 4.37292 3.12352 3.10026 2.83386 2.53161 1.70565
threshold=0.12068000000000001 -1.0000000180025095e-35 0.17553000000000005 -0.24511999999999998 0.089245000000000005 0.10523 0.085465000000000013 -0.039414999999999999 -0.13843999999999998 0.090335000000000013 -0.007134999999999999 0.097005000000000022 -0.086864999999999984 1.0000000180025095e-35 0.099745000000000014 0.13554000000000002 -0.013024999999999998 -0.079944999999999988 -0.010164999999999999 -1.0000000180025095e-35 0.088415000000000007 0.097415000000000015 -0.067614999999999995 0.10156000000000001
decision_type=2 2 2 2 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 9 -7 -2 19 12 -5 -12 -3 18 16 -10 17 -11 -14 -9 -15 -18 -8 -24
right_child=2 4 -4 10 -6 6 22 8 15 14 11 -13 13 20 -16 -17 21 -19 -20 -21 -22 -23 23 -25
leaf_value=0.00063815743541428458 0.00068263038052569606 0.0042872203449431994 -0.00040930209365225002 0.0017220603278480446 0.0021180676192408682 0.0021111894144091024 0.0029595280095149512 0.0016950229299051583 0.0030760660241117626 0.0025237512360856956 0.0033993735306022082 0.0020611210912332544 0.003594176755776292 0.0037105201591164359 0.0028575013487919703 0.0021124858220220354 0.0036000651247813957 0.0033990390162672575 0.0028555700291903511 0.00095246115030031922 0.0042250979304260111 0.0031631123840173076 0.0036778449509834673 0.0031808982462836967
leaf_weight=69 52 102 66 70 72 73 65 56 52 52 77 88 71 876 101 67 439 97 83 52 60 85 85 55
leaf_count=69 52 102 66 70 72 73 65 56 52 52 77 88 71 876 101 67 439 97 83 52 60 85 85 55
internal_value=0 0.00329272 0.00131737 0.00199927 0.00346249 0.00350562 0.00300044 0.00172592 0.00196481 0.00357704 0.00239881 0.00268578 0.00371939 0.00366623 0.0033578 0.00253374 0.00343285 0.00309373 0.00319625 0.00133771 0.00374353 0.00352923 0.00331699 0.00348278
internal_weight=0 2620 345 304 2316 2244 278 279 227 1966 235 165 1192 1090 774 119 673 149 154 108 936 524 205 140
internal_count=2965 2620 345 304 2316 2244 278 279 227 1966 235 165 1192 1090 774 119 673 149 154 108 936 524 205 140
is_linear=0
shrinkage=0.00217713


Tree=1487
num_leaves=28
num_cat=0
split_feature=1 15 2 15 1 150 14 2 12 16 12 2 12 12 16 2 39 51 1 51 16 16 15 12 15 12 12
split_gain=193.316 34.4835 26.3888 20.6995 19.3606 19.2262 11.2871 10.3931 9.68932 7.7381 10.8577 6.35672 5.57651 4.5031 6.03447 3.55728 3.29723 3.2182 3.17069 2.54257 2.27377 2.24155 2.19716 1.84553 1.16735 0.822529 0.185532
threshold=0.10910500000000002 -0.26361999999999991 0.10912000000000001 -0.42443999999999993 0.092395000000000019 1.0000000180025095e-35 0.064610000000000015 0.12750000000000003 1.0000000180025095e-35 0.26900000000000007 0.085845000000000019 0.14744000000000002 0.091625000000000012 0.078120000000000009 -0.039209999999999995 0.096860000000000016 0.088025000000000006 -1.0000000180025095e-35 0.077845000000000011 -0.025069999999999999 -0.047754999999999999 -0.074254999999999988 -0.075094999999999981 0.098785000000000012 -0.075094999999999981 0.094045000000000004 0.096150000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 8 16 6 9 7 12 -3 10 -6 24 13 14 -1 19 -2 -16 21 -15 26 25 -23 -10 -4 -14 -12
right_child=1 2 11 -5 5 -7 -8 -9 23 -11 20 -13 18 15 17 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=0.0022584328862366955 0.0013818540043623979 0.0016979363737206741 0.0013365188484370618 -0.00042081518837648699 0.0018307287456977065 0.0015870560520854296 0.0036969714354298014 0.0019466911183927222 0.0030908248840471162 0.003216190724243216 0.002861558896930749 0.00074525283160553515 0.0027228664216080124 0.0032290154666632085 0.0026684989796004048 0.0035566479452879109 0.00075558909255238566 0.0033378981354531502 0.0022615856419207978 0.0029444668901188707 0.002453045121210216 0.0029782176176414142 0.0025223705277208934 0.0025335858631123026 0.0017493933683048696 0.0030397778731216761 0.0030512069991273983
leaf_weight=90 92 52 57 53 84 102 77 55 56 82 55 65 55 174 72 54 66 61 66 861 67 65 195 54 71 130 54
leaf_count=90 92 52 57 53 84 102 77 55 56 82 55 65 55 174 72 54 66 61 66 861 67 65 195 54 71 130 54
internal_value=0 0.00141671 0.00182292 0.000733158 0.00280357 0.00240092 0.00289501 0.00286212 0.00245826 0.00264358 0.0024629 0.00128951 0.00288972 0.00296357 0.00268632 0.00302033 0.00112039 0.00297569 0.00270006 0.00299233 0.00276449 0.00276504 0.00263642 0.00281748 0.00156571 0.00294568 0.00295572
internal_weight=0 566 355 211 2399 444 1955 1878 162 342 260 193 1823 1312 223 1089 158 133 511 1035 176 445 260 110 128 185 109
internal_count=2965 566 355 211 2399 444 1955 1878 162 342 260 193 1823 1312 223 1089 158 133 511 1035 176 445 260 110 128 185 109
is_linear=0
shrinkage=0.00213444


Tree=1488
num_leaves=17
num_cat=0
split_feature=3 4 158 51 3 0 48 1 52 4 150 51 51 42 43 42
split_gain=9.92846 3.96063 3.6567 2.55465 3.07053 2.62514 5.49141 5.96993 2.12102 3.6468 5.06333 2.03923 4.67213 2.02721 1.73164 0.917398
threshold=0.3148450000000001 0.31392000000000003 0.085110000000000005 0.15358000000000002 0.12955000000000003 -0.10934999999999999 0.090350000000000014 0.095920000000000019 0.056265000000000009 0.50996500000000011 0.081245000000000026 0.11024000000000002 0.094655000000000003 0.087355000000000002 -0.031974999999999996 0.093435000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 9 10 -3 12 -7 14 -4 -15
right_child=-2 8 13 -5 -6 11 -8 -9 -10 -11 -12 -13 -14 15 -16 -17
leaf_value=0.00049180924147356397 -0.0016485956181095543 -0.0024140425892980955 0.0018514262583238163 -0.0005791351170882828 0.0026325968935099354 0.0010593424051072889 0.0024889845189170379 -0.0024471737156696346 0.0014257583812251587 0.0011380929875242527 0.00071135963721034282 -0.00014113602412026266 0.0034620041615495076 0.0004970273709679271 0.0036336994706133068 0.0018996610412827597
leaf_weight=157 94 78 81 65 73 1800 55 61 56 71 57 84 53 59 61 60
leaf_count=157 94 78 81 65 73 1800 55 61 56 71 57 84 53 59 61 60
internal_value=0 0.000984408 0.00107825 0.000978662 0.00102305 0.000969847 0.000237475 -0.000330176 4.95587e-05 -0.000324141 -0.0010938 0.00107302 0.00112811 0.00197387 0.00261765 0.00120495
internal_weight=0 2871 2609 2348 2283 2210 273 218 262 206 135 1937 1853 261 142 119
internal_count=2965 2871 2609 2348 2283 2210 273 218 262 206 135 1937 1853 261 142 119
is_linear=0
shrinkage=0.00797318


Tree=1489
num_leaves=22
num_cat=0
split_feature=3 39 16 42 13 0 3 3 12 12 39 0 3 457 0 0 0 0 3 16 0
split_gain=190.95 153.035 27.7817 26.3548 15.8734 15.8485 25.2118 17.6687 23.5492 13.3125 11.3082 11.1443 10.7532 7.59934 14.6095 7.56797 7.18564 5.9187 5.34713 5.24323 4.08831
threshold=0.28833000000000003 0.0047850000000000011 -0.50472499999999987 -0.061474999999999995 -0.086874999999999994 -0.076914999999999997 0.110335 0.081495000000000012 0.084395000000000012 0.10713500000000002 0.10096000000000001 -0.17862999999999998 -0.014924999999999999 0.081330000000000013 -0.095909999999999981 0.027395000000000006 -0.11167499999999998 -0.14755499999999996 -0.080349999999999991 -0.052894999999999991 -0.050064999999999991
decision_type=2 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 13 8 -7 15 12 -1 -6 17 -15 -10 -2 19 -19 -4 -11
right_child=16 3 5 4 10 7 -8 -9 9 20 -12 -13 -14 14 -16 -17 -18 18 -20 -21 -22
leaf_value=0.0018560663212677561 0.00088049838476798154 0.0035489958122918996 0.0040711531429660488 0.0026981736570212082 0.0024145762675953329 0.0017573705380557604 0.0022361113890031325 0.0044845292348964019 0.0035163340822892751 0.0031449004669915261 0.00056242490019706355 0.0032591355687998876 0.0010394768875128402 0.0024003357277974967 0.0041516957064374757 0.0042944026877866385 -0.00032998429760772055 0.0040775153647798906 0.0037417333852889931 0.0051347982664769242 0.0022664461404374053
leaf_weight=60 68 52 61 66 70 52 52 93 367 81 76 79 67 52 64 95 52 940 413 52 53
leaf_count=60 68 52 61 66 70 52 52 93 367 81 76 79 67 52 64 95 52 940 413 52 53
internal_value=0 0.00351335 0.0037197 0.00194605 0.0016472 0.00378208 0.00391708 0.00348434 0.00334076 0.00347886 0.00132142 0.00265368 0.00174227 0.00397232 0.00336683 0.00367638 0.000355738 0.00402021 0.00397504 0.00456085 0.00279765
internal_weight=0 2845 2514 331 279 2375 1634 741 648 596 213 139 137 1582 116 462 120 1466 1353 113 134
internal_count=2965 2845 2514 331 279 2375 1634 741 648 596 213 139 137 1582 116 462 120 1466 1353 113 134
is_linear=0
shrinkage=0.0024518


Tree=1490
num_leaves=28
num_cat=0
split_feature=1 2 10 15 39 16 1 15 15 11 124 0 16 3 0 2 2 3 15 15 133 3 15 3 2 1212 3
split_gain=316.589 54.827 26.8012 26.8309 25.4869 20.7084 27.2972 11.4252 10.7009 9.65415 9.42321 8.17183 23.4105 13.6608 7.80627 6.41497 6.06723 5.25101 4.18779 8.13301 3.53114 7.14778 6.22353 2.90401 2.34105 2.94694 1.07858
threshold=0.11829500000000003 0.10656 -1.0000000180025095e-35 -0.13843999999999998 0.055555000000000007 0.5455350000000001 0.10661000000000002 -0.43587999999999999 1.0000000180025095e-35 1.0000000180025095e-35 -0.083859999999999976 -0.075804999999999997 0.067035000000000011 0.088880000000000015 -0.0033699999999999993 0.11891500000000001 0.13226500000000005 -0.0037099999999999998 0.062230000000000008 -0.065419999999999992 -0.0054649999999999985 -0.054399999999999997 -0.10271999999999999 -0.067549999999999985 0.089410000000000003 0.11309500000000001 -0.082879999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 7 8 6 16 -4 11 23 -6 13 -13 20 -14 -5 18 -8 19 -3 22 -22 -1 24 25 -10 -26
right_child=2 5 3 15 10 -7 17 -9 9 -11 -12 12 14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 26 -27 -28
leaf_value=0.0037163750259058569 3.2751034266962611e-05 0.0032873512099859388 0.0014920914844821251 0.0026664703376872638 0.0019559019391119778 0.0038767668707762187 0.0010942067718951139 0.00025844136897122623 0.0037488622295665003 0.0046081059001180751 0.0031960014894706168 0.0019240713799542021 0.0029132941834357205 0.0024641148992734984 0.00394922367619831 0.0016839530905812781 0.002197049024659275 0.0020200831857330355 0.0035744279187314848 0.0022476660218925643 0.0035868217228524606 0.0043957881204017037 0.0027760579856884447 0.0041735992481006182 0.0036630254722378242 0.0032009439968853672 0.0032963273349971515
leaf_weight=74 82 89 69 70 66 59 56 80 648 59 56 66 62 57 86 62 53 66 54 64 553 60 66 56 62 53 119
leaf_count=74 82 89 69 70 66 59 56 80 648 59 56 66 62 57 86 62 53 66 54 64 553 60 66 56 62 53 119
internal_value=0 0.00336489 0.00115005 0.00147601 0.00351166 0.00265161 0.00246232 0.000829888 0.00357119 0.00373521 0.00252532 0.00341148 0.00302474 0.00351363 0.00351541 0.00220516 0.00286907 0.00159529 0.00304102 0.00285261 0.00359304 0.00366604 0.00327325 0.00368028 0.00364893 0.00370747 0.00342207
internal_weight=0 2584 363 281 2143 441 382 149 2021 997 122 1024 214 810 148 132 260 122 207 153 753 613 140 938 882 701 181
internal_count=2947 2584 363 281 2143 441 382 149 2021 997 122 1024 214 810 148 132 260 122 207 153 753 613 140 938 882 701 181
is_linear=0
shrinkage=0.00222067


Tree=1491
num_leaves=17
num_cat=0
split_feature=160 48 12 156 3 16 3 16 132 16 150 50 41 11 15 16
split_gain=7.52938 5.99623 4.68944 7.5733 3.41067 13.5821 5.83375 4.43596 3.58846 3.46451 2.26283 2.0132 1.91775 2.09689 2.09245 1.28452
threshold=-0.5407249999999999 -0.089609999999999981 0.056995000000000011 0.093155000000000002 0.11391500000000002 -0.116045 0.076825000000000018 -0.08267999999999999 0.03056 1.0000000180025095e-35 -0.047069999999999994 -0.041284999999999995 0.077550000000000022 0.077330000000000024 0.13592500000000005 0.5455350000000001
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 8 -8 9 -3 -4 -12 13 14 -13 -15
right_child=1 2 10 -5 5 -7 7 -9 -10 -11 11 12 -14 15 -16 -17
leaf_value=0.004585915436013146 0.004739625997836899 -0.00014207052148725036 0.0035709984934605581 0.0034088741991052311 0.0020783546123043705 -0.0038208918312633905 0.00058213083748797116 0.0043973105409317566 -0.0024250166208611796 0.0023890988074201586 5.5514742096808175e-05 0.0016349413901292687 2.0008152132870929e-05 0.0040448958654114723 -0.00040395377917303683 0.0019021818938749246
leaf_weight=78 54 238 57 89 76 84 60 65 52 72 91 1687 76 58 53 57
leaf_count=78 54 238 57 89 76 84 60 65 52 72 91 1687 76 58 53 57
internal_value=0 0.00140112 0.00133704 0.000643142 0.000262526 -0.00101808 0.00068348 0.00256689 3.2833e-05 0.000445466 0.00158264 0.00152654 0.00159581 0.00166031 0.00157278 0.00298379
internal_weight=0 2869 2815 736 647 160 487 125 362 310 2079 2022 1931 1855 1740 115
internal_count=2947 2869 2815 736 647 160 487 125 362 310 2079 2022 1931 1855 1740 115
is_linear=0
shrinkage=0.0101119


Tree=1492
num_leaves=23
num_cat=0
split_feature=1 3 3 4 1 0 4 0 11 39 11 4 0 3 42 4 3 3 13 0 49 42
split_gain=180.482 41.0674 18.6388 14.867 14.6529 13.6083 11.7245 22.405 10.5786 10.297 9.55063 9.00307 8.36495 19.0725 5.14445 4.53738 4.22413 4.13343 3.78111 2.3459 2.33139 1.98408
threshold=0.10921500000000002 -0.049204999999999992 0.11391500000000002 0.26546000000000003 0.14293000000000003 -0.076734999999999984 -0.46195999999999998 -0.031129999999999998 1.0000000180025095e-35 0.087735000000000021 0.085630000000000026 0.41248000000000007 -0.12851999999999997 0.057935000000000007 0.091035000000000019 0.020110000000000006 -0.059315 -0.062694999999999987 -1.0000000180025095e-35 -0.074504999999999988 0.090085000000000012 -0.079964999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 5 9 8 10 16 12 18 -7 14 13 -1 -2 17 21 -14 -3 -11 -17 -8
right_child=1 4 -4 -5 -6 6 7 -9 -10 19 -12 -13 15 -15 -16 20 -18 -19 -20 -21 -22 -23
leaf_value=0.0020144858584753241 0.0037920546996837328 0.0019141331548605737 0.0021542744928459653 0.0026300230102176535 0.00079644268343209506 0.0042758082953268011 0.0037484319989130872 0.001976710404861165 0.0044486962342361975 0.0010341999193268429 0.0030735276617709956 0.0021564895761110744 0.0036889450074770913 0.0037117599988445776 0.0028497090067686995 0.0035045993743241266 0.0027040351150380234 0.0043439847726217838 0.0026397922338518695 0.0016720094058993785 0.002907289129909587 0.0033149481064535767
leaf_weight=53 54 80 53 94 90 92 68 77 83 59 54 54 1202 95 67 98 52 52 69 60 52 289
leaf_count=53 54 80 53 94 90 92 68 77 83 59 54 54 1202 95 67 98 52 52 69 60 52 289
internal_value=0 0.00202742 0.00348387 0.00351371 0.00158769 0.00355034 0.00326771 0.00309836 0.00365957 0.00185331 0.00383129 0.00292686 0.00361735 0.00310412 0.00327046 0.00367144 0.00330947 0.00371613 0.00225034 0.00135599 0.00329769 0.00339758
internal_weight=0 533 2414 2361 358 2267 632 486 1635 268 146 175 1552 148 121 1404 409 1254 149 119 150 357
internal_count=2947 533 2414 2361 358 2267 632 486 1635 268 146 175 1552 148 121 1404 409 1254 149 119 150 357
is_linear=0
shrinkage=0.00226508


Tree=1493
num_leaves=14
num_cat=0
split_feature=9 160 48 2 394 151 457 150 3 151 48 3 3
split_gain=7.78804 4.94394 4.37362 3.06202 3.49131 2.76758 4.41646 2.70885 1.88621 2.1803 1.33023 2.99558 0.977244
threshold=-1.0000000180025095e-35 -0.5407249999999999 -0.088899999999999993 0.091235000000000024 -0.070744999999999988 0.063570000000000015 0.091610000000000011 0.089810000000000015 0.095880000000000007 0.0059200000000000008 0.084260000000000015 -0.068734999999999977 -0.079574999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 8 -5 6 7 -6 9 10 11 -4 -12
right_child=1 2 3 4 5 -7 -8 -9 -10 -11 12 -13 -14
leaf_value=-0.0010447579765923837 0.0032617990326536967 0.0034995026423633347 0.0013359586680674069 -0.0010248202963722536 0.0010078755628400472 -0.00081400119677503503 0.0033361974315689715 -0.00084938972951073511 -2.7042909472517556e-05 0.0030679526162957472 0.0012070110788363452 0.0026915550499943723 -3.9625048286041365e-05
leaf_weight=102 78 53 1163 64 919 57 52 55 61 52 102 119 70
leaf_count=102 78 53 1163 64 919 57 52 55 61 52 102 119 70
internal_value=0 0.00124194 0.00118497 0.00113974 0.000820264 0.00092938 0.00102632 0.00090291 0.00137353 0.00143032 0.00137169 0.00146186 0.000699154
internal_weight=0 2845 2767 2714 1147 1083 1026 974 1567 1506 1454 1282 172
internal_count=2947 2845 2767 2714 1147 1083 1026 974 1567 1506 1454 1282 172
is_linear=0
shrinkage=0.00813264


Tree=1494
num_leaves=19
num_cat=0
split_feature=4 2 12 3 15 4 16 12 2 2 14 3 457 16 4 3 403 16
split_gain=360.371 101.218 63.3151 32.382 16.9992 21.2896 20.0588 14.6353 14.5547 19.1616 10.8749 9.81818 9.18468 7.27417 5.14685 4.85328 2.67434 2.10076
threshold=0.31392000000000003 0.14132000000000003 -1.0000000180025095e-35 0.11269500000000002 -0.43091499999999999 0.51326500000000019 -0.42170999999999997 0.090285000000000018 -0.007134999999999999 0.094155000000000016 0.064610000000000015 -0.14186499999999996 0.067035000000000011 0.064455000000000012 -0.49911499999999992 -0.07718499999999999 -0.41776999999999992 -0.053299999999999993
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 7 5 -2 -6 10 -1 -10 12 -9 14 16 -4 -15 -13 -11
right_child=4 -3 3 -5 6 -7 -8 11 9 17 -12 13 -14 15 -16 -17 -18 -19
leaf_value=0.0013982489027967811 0.0023894099458890488 0.0010154169552031905 0.0043232266512254966 0.0021054238313731296 0.00082383463272393191 0.00062885701551472018 -0.00082375875427707554 0.003995996059630135 0.0036434882667848232 0.0024316857278617694 0.0046343759678802339 0.0036797741083111693 0.003004752904386137 0.0031845033102399739 0.0036622642567300445 0.0025273085114841621 0.0033010239898017212 0.0018382452900181873
leaf_weight=66 53 94 62 82 98 94 58 96 60 54 57 113 103 131 1036 97 527 66
leaf_count=66 53 94 62 82 98 94 58 96 60 54 57 113 103 131 1036 97 527 66
internal_value=0 0.0032788 0.00336222 0.00347658 0.00072189 0.00126378 0.000211116 0.00352717 0.00229106 0.00261829 0.00368511 0.00332104 0.00364004 0.00324636 0.00369961 0.00290501 0.00336793 0.00210549
internal_weight=0 2644 2550 2304 303 147 156 2222 246 180 1258 964 1201 868 1098 228 640 120
internal_count=2947 2644 2550 2304 303 147 156 2222 246 180 1258 964 1201 868 1098 228 640 120
is_linear=0
shrinkage=0.00222067


Tree=1495
num_leaves=16
num_cat=0
split_feature=39 8 48 1 52 39 12 16 42 133 50 3 12 1 42
split_gain=5.54971 4.11508 3.29627 4.49959 7.63842 2.93279 2.78476 3.32658 3.84874 2.95001 2.05673 2.84882 2.34516 1.97965 1.41231
threshold=0.11592000000000001 1.0000000180025095e-35 0.093225000000000016 0.077845000000000011 -0.0014699999999999997 0.096625000000000016 0.11878500000000002 -0.23389999999999997 0.078120000000000009 0.084335000000000007 0.077920000000000003 -0.008624999999999999 0.082425000000000012 0.11206000000000001 0.087405000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 14 -5 6 7 8 13 -10 11 -9 -12 -1 -4
right_child=-2 -3 3 4 -6 -7 -8 10 9 -11 12 -13 -14 -15 -16
leaf_value=0.0021116549194227503 -0.0010728018924100282 0.0028810987253445088 0.0019835827524892482 0.001146078401296093 -0.0021409182927802995 -0.00046278278913513936 -0.00015012931784693753 0.001102945045765041 -0.00031041836374524619 0.0020904899747311361 0.0029891925114882076 0.00019140618500789421 0.0013460247094053081 0.0039008985297832137 0.00040798582326279857
leaf_weight=91 70 69 74 76 84 65 89 1394 54 62 56 225 400 57 57
leaf_count=91 70 69 74 76 84 65 89 1394 54 62 56 225 400 57 57
internal_value=0 0.00106796 0.00102299 0.000265929 -0.000579094 0.00111133 0.0011535 0.00120314 0.00199788 0.000972134 0.00110198 0.000976314 0.00154799 0.0028013 0.00129863
internal_weight=0 2853 2784 291 160 2493 2428 2339 264 116 2075 1619 456 148 131
internal_count=2923 2853 2784 291 160 2493 2428 2339 264 116 2075 1619 456 148 131
is_linear=0
shrinkage=0.0075133


Tree=1496
num_leaves=21
num_cat=0
split_feature=2 0 160 160 0 0 0 42 2 51 4 4 157 0 2 4 42 2 43 2
split_gain=6.25832 4.91075 5.47278 2.86304 4.01577 3.85062 3.88447 2.6679 4.35852 3.54073 2.62971 2.44043 2.25166 2.03111 1.61957 2.59418 2.1673 1.5716 0.984054 0.710787
threshold=0.11366500000000002 -0.23066499999999998 -0.55171499999999984 -0.081669999999999979 -0.066574999999999981 -0.11073999999999999 -0.16423499999999996 0.088305000000000008 -0.14847999999999997 -0.22508999999999998 0.028075000000000006 -0.0017949999999999999 -0.062424999999999994 -0.099244999999999986 0.097005000000000022 -0.080689999999999984 0.10134500000000002 0.14132000000000003 -0.082204999999999986 0.12299
decision_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 -5 8 -4 -10 11 -11 -9 -12 15 16 -14 19 -17 -6
right_child=3 2 7 4 17 -7 -8 12 9 10 13 -13 14 -15 -16 18 -18 -19 -20 -21
leaf_value=-0.0012119480203944288 0.0017283653367264986 -0.0015317172942030722 0.0037870715663585151 -0.0014096577413121826 0.00063529953511781646 -0.00254025215388964 0.0016858021198312752 -0.00063109784317707542 0.0033194848672024307 0.0012932319928859225 0.0010449421591303843 0.0024229212401058963 0.0013078654080509594 -0.00072339409793567328 -7.3523131114760671e-05 -0.00012827604553099179 0.003603580922466698 -0.00020429647125165746 0.0010215440533981634 0.0020074784361964631
leaf_weight=64 66 53 58 72 56 80 52 71 67 1142 130 163 75 77 91 66 52 89 342 57
leaf_count=64 66 53 58 72 56 80 52 71 67 1142 130 163 75 77 91 66 52 89 342 57
internal_value=0 0.00114656 0.00120984 6.10995e-05 -0.000209707 -0.00106399 -0.000110819 0.00127213 0.0014626 0.00137716 0.00129103 0.00143441 0.000824659 0.00038671 0.000989916 0.00117097 0.00224857 0.000652578 0.000835318 0.00132828
internal_weight=0 2451 2387 472 406 204 124 2334 1637 1579 1512 1305 697 207 626 535 127 202 408 113
internal_count=2923 2451 2387 472 406 204 124 2334 1637 1579 1512 1305 697 207 626 535 127 202 408 113
is_linear=0
shrinkage=0.00863042


Tree=1497
num_leaves=21
num_cat=0
split_feature=4 3 39 4 16 13 39 10 50 14 457 13 42 16 3 3 13 16 4 16
split_gain=243.146 76.7965 45.5366 18.5511 13.8546 12.2308 12.138 11.8872 9.7647 7.90746 7.3156 8.20798 5.18126 3.78237 3.44343 2.65799 2.64027 2.38412 2.71929 1.97465
threshold=0.31392000000000003 0.28833000000000003 0.055555000000000007 0.024470000000000002 -0.013359999999999999 -0.36115499999999995 0.098100000000000007 -1.0000000180025095e-35 -0.41988499999999995 0.073890000000000011 0.062030000000000009 -0.076794999999999988 0.116275 -0.071129999999999985 -0.082634999999999986 -0.11017499999999998 -0.012549999999999997 -0.43708999999999992 0.082475000000000007 -0.45743999999999996
decision_type=2 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 17 -2 14 -4 -6 10 12 -12 15 -14 -7 -1 -9 -5 -19 -16
right_child=5 -3 7 4 8 6 -8 16 -10 -11 11 -13 13 -15 19 -17 -18 18 -20 -21
leaf_value=0.0030329602189585986 -0.00068334930387856986 0.00019187259731986902 0.00075371800105649507 0.0033061179419831221 0.0026691493798717989 0.0014850952464101565 -0.00040978820133700427 0.0025920362496131108 0.0010458126275740014 0.004184633941801766 0.0033889714870168363 0.0020210179661113788 0.0032266291367903199 0.0022658457267053936 0.001049797189904173 0.0033856993802201295 0.0018707720962726059 0.0031183296614401067 0.0023862031844842603 0.00037155099229782605
leaf_weight=177 54 69 53 99 52 77 54 78 57 71 59 71 63 58 74 1480 72 77 73 55
leaf_count=177 54 69 53 99 52 77 54 78 57 71 59 71 63 58 74 1480 72 77 73 55
internal_value=0 0.00301013 0.00308668 0.00319352 0.00262607 0.000488673 0.000732204 0.00185655 0.00182051 0.00329615 0.00326308 0.00264208 0.00330847 0.00276633 0.0010317 0.00334804 0.00224602 0.00297859 0.00276222 0.000760847
internal_weight=0 2609 2540 2337 358 314 260 203 109 1979 1908 130 1778 121 206 1657 150 249 150 129
internal_count=2923 2609 2540 2337 358 314 260 203 109 1979 1908 130 1778 121 206 1657 150 249 150 129
is_linear=0
shrinkage=0.00270699


Tree=1498
num_leaves=19
num_cat=0
split_feature=0 0 13 39 14 10 12 51 39 49 49 157 3 43 0 13 3 12
split_gain=4.19772 5.71724 6.55711 5.55672 5.03047 3.89624 3.48561 2.45583 4.3804 4.91565 2.75218 1.9423 2.41898 1.92991 1.88767 4.27635 1.5473 0.53501
threshold=-0.13619499999999998 -0.10594499999999998 -0.097454999999999986 0.098100000000000007 0.018455000000000003 -0.087119999999999989 0.090335000000000013 0.089570000000000025 0.083645000000000011 0.059130000000000009 -0.028954999999999998 -0.081534999999999982 -0.15288999999999997 -0.11248999999999999 0.060910000000000006 0.0014600000000000001 -0.11211999999999998 -0.073629999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 7 -3 13 8 9 10 -1 -8 -13 -7 15 -15 -14 -5
right_child=1 3 -4 17 -6 6 11 -9 -10 -11 -12 12 16 14 -16 -17 -18 -19
leaf_value=-0.0011980239350263702 0.0054310917523113086 -0.0014123382308957732 0.0012271576138818668 -0.0017705928394492446 0.0023152720733173107 0.0028751146230324058 -0.00086792219457152797 0.0012299849812343457 0.0013873630194785381 0.00077593795646850139 -0.0039129865773556384 -0.00096202023527743388 0.0025358243647180794 0.0014877942714002237 0.0030276832546185322 -0.00128470796498931 0.00092151831959547516 -0.00040061845246736429
leaf_weight=70 60 52 77 52 77 93 60 67 62 59 66 59 58 1060 65 53 781 52
leaf_count=70 60 52 77 52 77 93 60 67 62 59 66 59 58 1060 65 53 781 52
internal_value=0 0.0011757 0.00306904 0.0010669 0.000125847 0.00116513 0.00122531 -0.000394165 -0.000817978 -0.00151968 -0.00251633 0.000791072 0.000902032 0.00155252 0.00144802 0.00135568 0.00103324 -0.00108658
internal_weight=0 2522 137 2385 401 2281 2229 324 257 195 136 958 898 1271 1178 1113 839 104
internal_count=2923 2522 137 2385 401 2281 2229 324 257 195 136 958 898 1271 1178 1113 839 104
is_linear=0
shrinkage=0.00952868


Tree=1499
num_leaves=33
num_cat=0
split_feature=3 3 43 0 16 457 43 3 43 475 43 12 12 16 12 16 43 0 3 42 402 159 3 0 43 13 43 13 13 12 12 43
split_gain=191.995 47.719 37.9406 28.5742 24.0632 19.9612 15.4234 8.66165 9.09531 7.98819 7.93831 7.43499 7.2313 5.31862 5.24891 5.04864 4.918 3.18143 3.09334 2.47049 2.33514 2.12989 2.00379 2.75184 1.34348 2.19631 1.32436 1.29977 1.3778 0.950208 1.49254 0.178462
threshold=-0.046079999999999989 0.28833000000000003 -0.033049999999999989 -0.062714999999999979 0.066010000000000013 0.088850000000000026 -0.116045 0.110335 0.0049250000000000014 -0.071179999999999979 -1.0000000180025095e-35 -0.087789999999999993 0.093455000000000024 0.0030150000000000008 -0.053404999999999987 -0.18817999999999999 -0.033049999999999989 -0.14104999999999998 -0.098469999999999988 0.086435000000000012 -1.0000000180025095e-35 -1.0000000180025095e-35 0.094635000000000011 -0.14104999999999998 -0.022159999999999996 -0.083814999999999987 0.0062300000000000003 -0.052124999999999998 0.06211500000000001 0.089995000000000006 0.085525000000000004 0.041625000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 12 10 7 -2 8 22 -6 -5 -8 17 15 -3 -14 -11 -1 -19 29 31 -15 23 -4 25 -21 -26 -22 -29 30 -20 -17
right_child=1 14 5 4 9 -7 11 -9 -10 16 -12 -13 13 21 -16 20 -18 18 19 24 27 -23 -24 -25 26 -27 -28 28 -30 -31 -32 -33
leaf_value=0.0030017795528952205 0.0025267098037547639 0.0011024988092747587 0.0027591775882121689 0.0012975097628220543 0.0039662512895278206 0.0012615349206195428 0.0014972699563973282 0.0021776938387601725 0.0022648472641071528 0.0025331264126266803 0.0024574476600991726 0.00053191884460799448 0.0025946222841152127 0.0030718452615890487 0.00013435180287604638 0.0032187622246072065 0.0034303277806063885 0.0040280951708420373 0.0034880557930474015 0.0028754727443829238 0.0038872174754569656 0.0024607838613736254 0.0036934079692307153 0.0034629536939466965 0.0036374896190111698 0.0033662652267966485 0.0032233430978767098 0.0032251567772322064 0.0036793728503325793 0.0033618304164504727 0.0037368468633946347 0.003009606726974015
leaf_weight=76 53 57 59 72 52 56 101 92 65 94 65 85 52 60 75 56 57 64 275 71 52 75 56 72 139 215 68 82 76 103 295 53
leaf_count=76 53 57 59 72 52 56 101 92 65 94 65 85 52 60 75 56 57 64 275 71 52 75 56 72 139 215 68 82 76 103 295 53
internal_value=0 0.0018686 0.00214041 0.00326666 0.0026269 0.00259323 0.00138244 0.00280994 0.00304066 0.00315241 0.00184803 0.00105625 0.00338669 0.00314221 0.00055261 0.00329121 0.00287198 0.00348139 0.003511 0.0034826 0.00340468 0.00273256 0.00331019 0.00314618 0.0033525 0.00324451 0.00350157 0.00355372 0.0034438 0.00357787 0.00361686 0.0031173
internal_weight=0 771 639 2152 340 400 239 344 252 203 137 186 1812 506 132 371 151 1306 1230 1166 319 135 187 131 493 286 207 210 158 673 570 109
internal_count=2923 771 639 2152 340 400 239 344 252 203 137 186 1812 506 132 371 151 1306 1230 1166 319 135 187 131 493 286 207 210 158 673 570 109
is_linear=0
shrinkage=0.00240373


Tree=1500
num_leaves=22
num_cat=0
split_feature=48 15 11 48 132 15 13 15 123 1 1456 157 1 51 43 15 1 16 43 16 133
split_gain=4.21903 8.06501 2.87437 5.24958 3.26079 4.37975 3.42773 2.3592 2.34617 2.2719 3.7945 3.80531 2.84758 2.13076 2.67415 2.48554 1.90695 1.66151 1.38831 3.33616 1.64414
threshold=-0.021829999999999999 -0.0070899999999999991 1.0000000180025095e-35 0.078735000000000013 0.10779000000000001 -0.26361999999999991 -0.010129999999999998 -0.036279999999999993 0.086870000000000017 0.080320000000000016 -0.070654999999999982 -0.080799999999999983 0.10970000000000001 -0.085594999999999991 -0.085079999999999975 -0.076194999999999999 0.12500000000000003 0.038245000000000008 -0.00045499999999999995 -0.049824999999999994 0.085475000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 17 5 8 -6 -1 16 13 -11 -12 -13 14 -7 -16 -2 -4 20 -20 -15
right_child=2 -3 3 -5 6 9 -8 -9 -10 10 11 12 -14 18 15 -17 -18 -19 19 -21 -22
leaf_value=-0.0002133499124730639 -6.0244448693299693e-05 -0.002583442601932627 0.00018704246214384151 0.003832477064043294 0.0036920076620620438 0.0033706913526891061 0.0008729030326094225 0.0021252733932994252 0.00077482334456772798 0.0024841506224269829 -0.0012758875148973338 0.00028103262708882419 0.0014328051956060326 0.0014146926322640674 0.0026144007666515224 0.00031150779688432013 -0.0022067809732077373 0.0018511234103239537 0.00086632071613450116 -0.0013835738429855179 0.00070947447380009213
leaf_weight=57 52 68 79 61 53 56 62 57 63 62 81 546 192 503 52 77 58 80 245 53 388
leaf_count=57 52 68 79 61 53 56 62 57 63 62 81 546 192 503 52 77 58 80 245 53 388
internal_value=0 -0.000366453 0.000911579 0.00180373 0.000834363 0.000770928 0.0021729 0.0009552 -0.000475793 0.000866613 0.000544041 0.000397064 0.000580798 0.00107338 0.00188577 0.00124048 -0.00119284 0.00102486 0.000946907 0.00046588 0.00110769
internal_weight=0 182 2763 220 2543 2428 115 114 173 2255 881 819 738 1374 185 129 110 159 1189 298 891
internal_count=2945 182 2763 220 2543 2428 115 114 173 2255 881 819 738 1374 185 129 110 159 1189 298 891
is_linear=0
shrinkage=0.00813264


Tree=1501
num_leaves=31
num_cat=0
split_feature=1 1 4 40 4 0 160 1 0 0 51 4 4 4 4 4 1 4 40 4 51 158 4 131 42 51 51 160 0 403
split_gain=497.566 63.4694 38.5902 20.6807 16.9607 16.4741 15.6956 14.9742 19.536 14.4365 12.526 10.7156 12.3016 9.06337 6.14968 6.09005 6.04581 4.76219 3.66729 2.99331 4.11207 2.95703 2.88635 2.5432 2.26009 1.95399 1.83589 1.83157 1.45454 0.354335
threshold=0.10749500000000002 0.12500000000000003 0.27998000000000006 -0.012844999999999997 0.27998000000000006 -0.12851999999999997 -0.060659999999999992 0.089605000000000018 -0.10147999999999999 -0.079249999999999987 0.096025000000000013 -0.47860499999999995 -0.10701499999999999 -0.0017949999999999999 0.0051950000000000008 -0.17006499999999999 0.10123500000000001 -0.085594999999999991 -0.04476999999999999 0.049545000000000006 -0.085594999999999991 0.078875000000000015 -0.0083549999999999978 0.090675000000000019 0.073240000000000013 -0.012999999999999999 -0.42247999999999991 -0.081969999999999987 -0.080134999999999998 -0.020194999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -5 -7 9 13 17 -3 -11 -13 -9 25 -10 23 24 -6 20 27 -21 -22 28 29 -14 -16 -19 -17 -1
right_child=1 4 -4 5 18 6 -8 8 15 11 -12 12 14 -15 26 16 -18 19 -20 21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.013143366298368316 0.0095900945999092893 0.010644191484485803 0.010463478323462767 0.010261356810413107 0.0081236810011909681 0.010565450458139464 0.012216546914075328 0.010543159141891465 0.013059618328335517 0.013253009668753727 0.0090337116150741546 0.011077084678183111 0.012958421772871142 0.011991680013390432 0.012159559449888762 0.012580129957771202 0.011528374904812323 0.012941650611262338 0.0089080612796640559 0.012184562655143378 0.012654469642452211 0.012859635070010112 0.012979165159467565 0.012860143246888438 0.013617910500555273 0.012435562051909177 0.011504816380424701 0.013606285911305286 0.012116475380882901 0.012880532684320741
leaf_weight=84 69 60 53 86 57 55 95 53 81 68 57 52 56 52 57 72 52 53 102 102 560 67 246 70 52 239 52 53 111 79
leaf_count=84 69 60 53 86 57 55 95 53 81 68 57 52 56 52 57 72 52 53 102 102 560 67 246 70 52 239 52 53 111 79
internal_value=0 0.0100022 0.0125349 0.0107736 0.00914972 0.0111195 0.0116113 0.0125824 0.0122011 0.0126853 0.00985982 0.0123406 0.0122045 0.0112608 0.0123495 0.0124568 0.0122966 0.0128247 0.00862703 0.0127576 0.0128141 0.0124524 0.0127536 0.0124544 0.0131618 0.0125349 0.0118474 0.0132742 0.012299 0.0130161
internal_weight=0 581 2364 305 276 236 150 2311 491 1820 117 524 456 105 404 386 305 1296 159 1081 912 169 806 253 215 295 109 106 183 163
internal_count=2945 581 2364 305 276 236 150 2311 491 1820 117 524 456 105 404 386 305 1296 159 1081 912 169 806 253 215 295 109 106 183 163
is_linear=0
shrinkage=0.0024518


Tree=1502
num_leaves=14
num_cat=0
split_feature=376 1 10 1 49 1 48 1 400 151 52 401 13
split_gain=3.6876 7.70302 3.83535 2.31947 2.84921 3.58889 2.74649 3.62901 3.68147 2.75616 1.34369 1.03605 0.842565
threshold=0.076485000000000011 0.10455000000000002 0.057650000000000007 0.14720000000000003 -0.097604999999999983 0.078705000000000011 0.11362000000000001 0.077375000000000013 -1.0000000180025095e-35 1.0000000180025095e-35 0.08869500000000001 0.078330000000000025 0.097460000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 10 -9 -10 11 -6 -12
right_child=1 -3 -4 -5 6 -7 -8 8 9 -11 12 -13 -14
leaf_value=0.00098863060307066925 0.0023294274666192634 -0.0014163097571786051 -0.00058128027421011272 0.0028556346807141193 0.0015817432489765139 0.0037280826224337974 0.0025914948314779271 -0.0011308723585606926 0.0010972434777722414 -0.00074995978978746429 0.0010224467233203593 0.0024211598168048889 0.0020041035096329779
leaf_weight=52 55 86 62 64 847 67 96 52 952 52 397 101 62
leaf_count=52 55 86 62 64 847 67 96 52 952 52 397 101 62
internal_value=0 4.42016e-05 0.00134034 0.00138382 0.00134862 0.00253171 0.00129357 0.00124295 0.000896407 0.00100149 0.00150298 0.00167126 0.00115523
internal_weight=0 141 2804 2742 2678 119 2559 2463 1056 1004 1407 948 459
internal_count=2945 141 2804 2742 2678 119 2559 2463 1056 1004 1407 948 459
is_linear=0
shrinkage=0.00781684


Tree=1503
num_leaves=32
num_cat=0
split_feature=2 12 15 2 3 2 2 0 15 12 15 0 2 0 3 2 3 49 3 3 15 133 2 15 0 12 133 2 12 3 133
split_gain=265.417 133.626 46.2546 34.7771 28.6454 24.2674 26.5118 20.2528 22.2665 18.1984 16.7763 8.23652 7.79 18.0006 6.24493 6.36393 8.51199 4.98216 3.79792 2.52722 2.51688 2.06815 1.88863 1.88111 1.79972 1.66406 1.609 1.15375 0.906206 0.438553 0.422176
threshold=0.12068000000000001 0.056995000000000011 -0.2987999999999999 0.16730000000000003 0.11391500000000002 -0.007134999999999999 0.093320000000000014 -0.084114999999999981 -0.10981499999999998 0.093245000000000008 -1.0000000180025095e-35 -0.14680499999999999 0.087325000000000014 -0.05937499999999999 -0.15415499999999996 0.091235000000000024 -0.08867499999999999 -0.00025999999999999992 -0.088824999999999987 -0.10175499999999998 -0.013439999999999999 0.0029250000000000005 0.098655000000000007 0.091195000000000012 -0.060094999999999989 0.089765000000000025 -0.0047449999999999992 0.086155000000000023 0.089995000000000006 -0.078384999999999996 0.097995000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 -4 17 -2 -9 14 11 -8 13 20 -3 19 -17 -7 24 -16 -11 -10 23 -20 -14 26 -21 -27 -18 -22 -24
right_child=3 9 4 -5 -6 6 10 8 21 12 -12 -13 18 -15 15 16 28 -19 22 25 29 -23 30 -25 -26 27 -28 -29 -30 -31 -32
leaf_value=0.0091037399066000429 0.0091235718285255993 0.012761679179125534 0.01012638787041999 0.0082150462272801567 0.009751441727733361 0.011666098754894686 0.009734572025651993 0.0092818863814843368 0.010718470766226096 0.011314577719557054 0.011830604391083362 0.010950492144015911 0.011939703250615802 0.010140217321618475 0.012618496204175914 0.010897353549091503 0.01213803482970012 0.012498739128820682 0.012179585611511806 0.012279025906886641 0.011667200651531021 0.011363984101689191 0.011613103771493497 0.011622313621942671 0.01248822716843387 0.011789276049980028 0.012067580792503068 0.012167432436803252 0.011759882727343121 0.011966580406068147 0.01133641960104095
leaf_weight=79 98 71 85 78 83 63 55 57 54 81 63 61 85 52 55 52 82 94 63 340 56 53 92 69 53 133 473 69 66 72 58
leaf_count=79 98 71 85 78 83 63 55 57 54 81 63 61 85 52 55 52 82 94 63 340 56 53 92 69 53 133 473 69 66 72 58
internal_value=0 0.0116728 0.010717 0.00954452 0.0109699 0.01121 0.0114841 0.00994022 0.0104281 0.0119484 0.0108869 0.0103742 0.0116459 0.0113364 0.012102 0.0120651 0.0116909 0.0121648 0.0118382 0.012135 0.0116339 0.0110384 0.0116853 0.0118885 0.0121505 0.0121088 0.012156 0.0119186 0.0119696 0.0118358 0.0115063
internal_weight=0 2605 583 340 504 421 336 262 164 2022 179 116 681 261 1341 1270 200 157 420 1070 209 107 282 132 138 1015 813 202 148 128 150
internal_count=2945 2605 583 340 504 421 336 262 164 2022 179 116 681 261 1341 1270 200 157 420 1070 209 107 282 132 138 1015 813 202 148 128 150
is_linear=0
shrinkage=0.00226508


Tree=1504
num_leaves=23
num_cat=0
split_feature=1 40 155 47 3 14 3 1 3 1 376 1 49 3 16 49 3 47 124 3 129 42
split_gain=173.332 32.372 20.2153 18.1062 14.1692 10.8207 13.9806 9.00482 7.50581 6.93418 7.72432 3.37858 6.01591 3.32892 3.32363 2.37675 2.54539 2.34244 2.83605 2.22353 2.03535 1.3488
threshold=0.10398500000000001 -0.012844999999999997 0.084710000000000021 0.084155000000000021 0.10402500000000002 0.056865000000000006 -0.15327499999999997 0.12313000000000002 -0.081224999999999978 0.13654500000000003 0.081270000000000023 0.11277000000000001 -0.011669999999999998 -0.023409999999999997 -0.15105999999999997 -0.0096099999999999988 -0.088584999999999983 0.093315000000000023 -1.0000000180025095e-35 0.13470000000000001 0.090290000000000023 0.084835000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 9 3 7 5 6 -1 11 15 10 -2 12 -3 -5 -10 16 -8 18 -16 -9 21 -17
right_child=1 2 -4 13 -6 -7 8 19 14 -11 -12 -13 -14 -15 17 20 -18 -19 -20 -21 -22 -23
leaf_value=0.0021257879128809181 0.0018669915681757642 0.0021655396137088894 0.0032477086873253106 0.0029772304124365146 0.0019871489130164474 0.0037947962221931229 0.0025539644003326647 0.00080433268148837772 0.0025470796377227295 0.00042958517551157306 0.00075305981828595737 0.0022862760768525081 0.001123952752622307 0.0022218811217451884 0.0025523324342579608 0.0033469220169845058 0.0031575788252741327 0.0025488672524674435 0.0030421495007418994 0.0014033923556431695 0.0029319614104801922 0.0031574861461726444
leaf_weight=81 61 58 62 64 62 96 55 53 103 70 62 75 52 53 64 510 95 61 737 73 96 302
leaf_count=81 61 58 62 64 62 96 55 53 103 70 62 75 52 53 64 510 95 61 737 73 96 302
internal_value=0 0.00175862 0.00206208 0.00189028 0.00303519 0.00306471 0.00303139 0.00160993 0.00306764 0.000988055 0.00130569 0.00192197 0.00167337 0.00263527 0.00292571 0.00319706 0.00293641 0.00297093 0.00300304 0.0011516 0.0032401 0.0032765
internal_weight=0 683 490 428 2262 2200 2104 311 2023 193 123 185 110 117 965 1058 150 862 801 126 908 812
internal_count=2945 683 490 428 2262 2200 2104 311 2023 193 123 185 110 117 965 1058 150 862 801 126 908 812
is_linear=0
shrinkage=0.00222067


Tree=1505
num_leaves=19
num_cat=0
split_feature=2 147 1455 1 14 16 474 2 43 13 133 43 457 49 13 16 16 16
split_gain=7.30537 4.54746 4.22956 2.36755 4.7387 4.26513 3.72314 4.24401 2.22341 4.21731 1.57499 2.65737 1.28707 1.2798 1.18301 1.15451 1.34707 1.2428
threshold=0.11621000000000002 0.089955000000000021 0.10548500000000001 0.077375000000000013 0.079785000000000009 -0.44524499999999995 0.095575000000000007 1.0000000180025095e-35 0.10440000000000002 -0.094609999999999986 0.0029250000000000005 -1.0000000180025095e-35 0.041025000000000006 0.097940000000000013 -0.052124999999999998 0.038245000000000008 -0.0050499999999999989 0.18879500000000002
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 -5 7 -7 9 -2 11 -11 13 15 -15 16 -1 -17
right_child=8 -3 -4 4 -6 6 -8 -9 -10 10 -12 -13 -14 14 -16 17 -18 -19
leaf_value=0.0025564773198613381 -0.0011458149662343189 -0.00014819783171989964 0.0047865935951217596 0.0038762770606833056 0.0045870928553412241 0.0018992270160300367 0.0038241060341237115 0.00048055349107287571 0.0026621044349110982 -0.000361449298584709 0.002256096967489964 0.0018249994269086385 0.0036111098462143156 0.00236152849797522 0.00063631802517219536 0.0041468986790609286 0.0013011219702115189 0.0023850204893768323
leaf_weight=866 85 66 60 79 56 584 62 269 57 95 89 99 91 81 61 78 82 64
leaf_count=866 85 66 60 79 56 584 62 269 57 95 89 99 91 81 61 78 82 64
internal_value=0 0.00226992 0.00233556 0.00227355 0.00194192 0.00179279 0.0016128 0.00145195 0.000944648 0.000678358 0.00122661 0.000753802 0.00253667 0.00245722 0.00162112 0.00256606 0.002448 0.00335352
internal_weight=0 2499 2433 2373 1050 994 915 853 425 368 283 194 1323 1232 142 1090 948 142
internal_count=2924 2499 2433 2373 1050 994 915 853 425 368 283 194 1323 1232 142 1090 948 142
is_linear=0
shrinkage=0.00934185


Tree=1506
num_leaves=27
num_cat=0
split_feature=3 3 43 42 0 52 150 0 3 13 13 52 15 14 52 0 159 13 42 13 43 15 15 13 157 15
split_gain=137.431 55.1818 51.1774 24.9171 21.2155 18.3417 15.4423 10.127 10.3322 9.50348 8.26564 8.05582 15.1475 7.75759 7.05074 6.76602 5.20743 3.69596 5.60883 3.66397 2.7283 2.32223 1.87674 1.75147 1.38716 1.30658
threshold=-0.059315 0.28833000000000003 -0.033049999999999989 -1.0000000180025095e-35 -0.062109999999999992 -0.52313499999999991 0.088985000000000009 0.080385000000000012 -0.10690999999999999 -0.47365999999999991 -0.0076349999999999986 0.10178500000000001 -0.11739999999999999 0.073890000000000011 -0.0019149999999999998 -0.12259499999999998 0.11320500000000001 0.0048350000000000008 0.087745000000000004 -0.086004999999999984 -0.43328499999999998 -0.058859999999999989 -0.09416999999999999 -0.085234999999999991 -0.0012349999999999998 0.08487500000000002
decision_type=2 2 2 2 2 2 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 13 -6 11 8 -7 -3 19 12 -4 15 24 -1 17 18 23 -5 -19 -20 -21 -17 -14 -22
right_child=1 9 6 10 5 7 -8 -9 -10 -11 -12 -13 14 -15 -16 16 -18 20 21 22 25 -23 -24 -25 -26 -27
leaf_value=0.0026113938182837611 0.0031183459192434281 0.0014606185201993277 0.0020969157730387766 0.0021815601102297476 0.0036129749509606545 0.0013492701939739255 0.0018804166884063681 0.003135368968133545 0.0026262588997564467 0.00019091666061938961 0.00066561317061211852 0.003903160796594364 0.0033861293763112151 0.0042043916431396804 0.0028460620219805709 0.003784751077740118 0.0028784347266622655 0.0036096852591273056 0.0030948414661940379 0.0011781141170869019 0.0027568435933561604 0.0034305282114009445 0.0017545024358446256 0.0035591106133465817 0.0038817511078612912 0.0032025917767698154
leaf_weight=54 57 64 72 52 96 64 56 65 72 62 59 68 53 70 97 294 83 58 152 65 62 418 57 515 74 85
leaf_count=54 57 64 72 52 96 64 56 65 72 62 59 68 53 70 97 294 83 58 152 65 62 418 57 515 74 85
internal_value=0 0.00224537 0.00249545 0.00174876 0.00335402 0.00278169 0.00301096 0.00238454 0.0020255 0.00083604 0.00141361 0.00318482 0.00301971 0.00344891 0.00331621 0.00341817 0.00344429 0.00347392 0.00351712 0.0016671 0.0031832 0.00334106 0.00144761 0.00364114 0.00367511 0.00301476
internal_weight=0 836 710 290 2088 297 420 201 136 126 233 364 296 1791 224 1721 1667 1584 1379 174 205 570 122 809 127 147
internal_count=2924 836 710 290 2088 297 420 201 136 126 233 364 296 1791 224 1721 1667 1584 1379 174 205 570 122 809 127 147
is_linear=0
shrinkage=0.00231039


Tree=1507
num_leaves=14
num_cat=0
split_feature=3 9 15 16 15 48 1443 15 15 159 49 49 15
split_gain=5.38893 3.87673 3.77904 3.09925 2.5382 2.84858 3.29544 2.35463 3.29266 2.24077 1.83204 1.17307 2.30083
threshold=0.28833000000000003 -1.0000000180025095e-35 -0.40166999999999992 -0.40885499999999991 -0.19153499999999998 0.090935000000000016 0.084655000000000022 -0.10763999999999999 -0.094489999999999977 0.086140000000000008 0.016520000000000003 -0.081404999999999991 -0.083859999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 7 -6 -9 -2 11 -7 -13
right_child=9 2 4 -5 5 10 -8 8 -10 -11 -12 12 -14
leaf_value=-8.3193698938926512e-05 -0.0010668532106198857 0.0017988002183025687 0.0036326129111013015 -0.00089445226722515596 0.0035417224520501761 0.00051110403904417823 0.0041734445006599971 0.00037190581020004557 0.0020593304270107079 0.0013428967157335836 -4.6258719139725168e-06 0.0011657327597647653 0.0034539107865652935
leaf_weight=77 70 72 78 66 81 59 60 98 1974 56 80 97 56
leaf_count=77 70 72 78 66 81 59 60 98 1974 56 80 97 56
internal_value=0 0.00190244 0.00195867 0.000510028 0.00203602 0.00198627 0.00209631 0.00203838 0.00197957 3.386e-06 0.00115197 0.00158888 0.00200386
internal_weight=0 2798 2721 138 2583 2505 2213 2153 2072 126 292 212 153
internal_count=2924 2798 2721 138 2583 2505 2213 2153 2072 126 292 212 153
is_linear=0
shrinkage=0.00897909


Tree=1508
num_leaves=15
num_cat=0
split_feature=2 147 10 10 1455 0 48 12 1 51 48 2 159 1
split_gain=4.61611 3.27535 2.88588 3.49525 2.86128 2.42948 2.32466 2.18691 2.61951 2.71842 1.82535 2.76751 2.33822 0.546421
threshold=0.11621000000000002 0.089955000000000021 -0.07564499999999999 -1.0000000180025095e-35 0.10548500000000001 -0.0058249999999999994 -0.0020199999999999997 -0.093719999999999984 0.096035000000000023 0.097700000000000023 0.091125000000000025 0.093765000000000015 0.08894500000000001 0.13472500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 7 -5 -2 -9 13 12 -12 -8 -10
right_child=5 -3 3 4 -6 -7 10 8 9 -11 11 -13 -14 -15
leaf_value=0.0038089703206957786 0.0024914159147635426 -0.00031102881074553834 -0.00058783915423447398 0.0033193108317102417 0.0036583309607122979 -0.0011489831212542184 0.0018087486854963342 0.0018047395523784998 -0.00018331569854640394 0.0016628386444041176 -0.00016523589596703777 0.0018137685797669646 0.00075751582287002315 -0.0012986899649625441
leaf_weight=52 59 66 54 67 60 53 1783 100 97 60 110 118 189 56
leaf_count=52 59 66 54 67 60 53 1783 100 97 60 110 118 189 56
internal_value=0 0.00166142 0.00171497 0.0016692 0.00172162 0.000648794 0.00167031 0.000905187 0.000605879 4.25838e-05 0.00162005 0.000858565 0.00170805 -0.000592184
internal_weight=0 2499 2433 2381 2327 425 2267 372 313 213 2200 228 1972 153
internal_count=2924 2499 2433 2381 2327 425 2267 372 313 213 2200 228 1972 153
is_linear=0
shrinkage=0.00897909


Tree=1509
num_leaves=27
num_cat=0
split_feature=45 1 4 2 1 0 1 4 4 51 1 0 150 4 4 4 4 155 42 1 1 4 0 42 1446 2
split_gain=4.02548 4.47988 5.02629 4.76667 6.63595 3.68768 2.93774 2.08909 3.44828 2.95425 2.9352 2.85549 1.78667 1.86758 2.93673 1.76636 6.04942 2.33761 1.69304 1.61639 2.15239 1.50099 1.35871 1.65792 1.31027 0.922749
threshold=1.0000000180025095e-35 0.09518500000000002 -0.17568999999999999 0.095850000000000005 0.10540500000000001 -0.066574999999999981 0.11644500000000001 0.0060300000000000015 -0.0083149999999999977 0.08845500000000002 0.078705000000000011 -0.11167499999999998 0.081245000000000026 0.10055500000000002 0.51367000000000018 -0.47860499999999995 -0.15764999999999998 0.083290000000000017 -0.050194999999999997 0.11378500000000001 0.099440000000000014 -0.50139499999999992 -0.095724999999999991 0.084855000000000014 0.088585000000000011 0.11231500000000001
decision_type=2 2 2 2 2 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 21 5 -5 19 -7 8 15 22 11 -9 13 -6 -15 -1 -17 24 -13 20 -4 -3 -10 -24 -18 -20
right_child=-2 2 3 4 12 6 -8 10 9 -11 -12 18 -14 14 -16 16 17 -19 25 -21 -22 -23 23 -25 -26 -27
leaf_value=0.0026465159744800226 0.003663031993346254 0.0013996923581750917 0.0012166952200195155 -0.0032078597606972591 -0.0015983404349298692 -0.0015776225328127075 0.0010420761468318829 0.0025322505289513525 0.0041176715487479141 0.00068222946033390816 -0.001101957180550695 -0.00074225433789832762 0.0011719927688535947 0.00097825823455448746 -0.0014748035979623595 -0.0014019000231606834 0.001260006758117913 0.0030407201736512221 0.00053843985030385189 0.00086237252284408154 0.0034807944812788615 0.0035190070806845556 0.0032293568617021975 0.0015186400314110898 0.0026178863617592842 0.0020105208649400502
leaf_weight=78 52 52 59 52 59 54 86 81 52 61 54 55 98 121 55 62 1145 65 91 77 73 52 103 77 58 52
leaf_count=78 52 52 59 52 59 54 86 81 52 61 54 55 98 121 55 62 1145 65 91 77 73 52 103 77 58 52
internal_value=0 0.00119075 0.000648886 0.000392106 -0.000283118 0.00113725 3.09497e-05 0.00141395 0.00153884 0.00240811 0.000775759 0.00113952 0.000173316 -0.000242753 0.000211142 0.00135788 0.00128223 0.00141355 0.000569299 0.00187786 0.00246952 0.00246025 0.00286149 0.00249807 0.00132555 0.0010744
internal_weight=0 2872 838 734 385 349 140 2034 1701 293 333 279 333 235 176 1408 1330 1268 198 209 132 104 232 180 1203 143
internal_count=2924 2872 838 734 385 349 140 2034 1701 293 333 279 333 235 176 1408 1330 1268 198 209 132 104 232 180 1203 143
is_linear=0
shrinkage=0.00880303


Tree=1510
num_leaves=14
num_cat=0
split_feature=49 10 14 15 34 51 1453 50 51 51 0 15 3
split_gain=4.81984 3.62924 5.88429 3.31517 3.3065 2.33489 2.15152 2.20055 2.21609 2.1961 1.94202 1.86361 1.25456
threshold=-0.076494999999999994 0.057650000000000007 -0.24168999999999999 -0.21242999999999998 -0.010739999999999998 0.087425000000000017 -0.064559999999999992 0.083090000000000011 0.098415000000000016 0.14560000000000003 -0.091829999999999981 -0.084454999999999988 -0.085549999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 10 -5 11 -6 8 -8 -9 -4 -1 -13
right_child=1 -3 3 4 6 -7 7 9 -10 -11 -12 12 -14
leaf_value=0.0029261888074835264 0.0033530171227504689 -0.0010050025852250282 -0.00098161974805147253 0.0034674190073661882 -0.00018894001147204352 0.0039982127859881471 0.0011013824017259176 0.002005125601261498 -0.00081688481784627403 3.2884069238451058e-05 0.0011684704926386716 0.0022211817477380208 0.00029007820247392612
leaf_weight=92 101 65 98 52 99 61 1705 391 52 54 55 52 62
leaf_count=92 101 65 98 52 99 61 1705 391 52 54 55 52 62
internal_value=0 0.00113183 0.00118515 0.00109774 0.00118268 0.00242277 0.00113101 0.0011904 0.00104455 0.00176602 -0.000208072 0.00195578 0.00117179
internal_weight=0 2672 2607 2506 2353 267 2301 2202 1757 445 153 206 114
internal_count=2939 2672 2607 2506 2353 267 2301 2202 1757 445 153 206 114
is_linear=0
shrinkage=0.00915867


Tree=1511
num_leaves=17
num_cat=0
split_feature=4 2 3 39 3 447 4 2 2 14 14 11 43 52 4 2
split_gain=182.857 56.2566 18.8985 17.3245 12.8952 8.42702 7.32691 7.79882 7.28894 6.46476 6.28855 6.18139 5.18038 3.56785 1.67352 1.44199
threshold=0.31392000000000003 0.14132000000000003 0.25089000000000006 0.0047850000000000011 -0.082634999999999986 0.085135000000000016 -0.46195999999999998 0.10523 0.084395000000000012 -0.41992499999999994 0.073890000000000011 0.079225000000000004 -0.073079999999999992 0.12441000000000001 0.42642000000000008 0.10384
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 6 11 10 -5 -6 -8 -1 -11 -9 -14 -10
right_child=4 -3 -4 8 9 -7 7 13 15 12 -12 -13 14 -15 -16 -17
leaf_value=0.0046134949003693955 0.0022937512376452673 0.001617920501122552 0.0020769349543446362 0.0021982879893613972 0.0019562129304914445 0.0026997884522646461 0.0036109895886469877 0.0030274189873275978 0.0034742298346489829 0.0004091836397134758 0.0043279547160535326 0.00359520933162544 0.00095845033050406716 0.0037299602837908359 0.0015369999581977666 0.0029156423278130341
leaf_weight=77 88 94 52 68 52 59 1781 191 56 59 74 63 52 54 66 53
leaf_count=77 88 94 52 68 52 59 1781 191 56 59 74 63 52 54 66 53
internal_value=0 0.00344434 0.00351224 0.00354238 0.00151135 0.00359821 0.00362186 0.00358627 0.00281707 0.00121058 0.0036396 0.00415545 0.000991382 0.00318237 0.00128226 0.00320286
internal_weight=0 2622 2528 2476 317 2299 2240 2100 177 229 1855 140 177 245 118 109
internal_count=2939 2622 2528 2476 317 2299 2240 2100 177 229 1855 140 177 245 118 109
is_linear=0
shrinkage=0.00240373


Tree=1512
num_leaves=15
num_cat=0
split_feature=30 49 1452 14 52 49 1 52 16 484 49 13 158 133
split_gain=4.31003 4.44406 2.02393 1.80563 3.86661 2.29578 4.30646 6.48105 3.0924 1.72312 1.50751 1.11351 0.993951 1.17812
threshold=0.086220000000000019 -0.14998499999999998 0.093915000000000012 -0.23835999999999999 -0.052874999999999991 0.0045900000000000012 0.077845000000000011 -0.016329999999999997 -0.53870999999999991 -0.076799999999999993 -0.070754999999999985 -0.080784999999999982 0.077000000000000013 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 8 12 -8 -5 11 -11 -10 13 -7
right_child=-2 2 -4 5 -6 6 7 -9 9 10 -12 -13 -14 -15
leaf_value=0.0032056501722626872 -0.0010305076826321554 0.00062827563207644432 -0.00033892221119790223 0.0032343480777418934 0.0039589244782152868 0.0012522685013141492 0.0013002266946331121 -0.0023058472015527083 0.0014229987865814993 0.0018630318136502383 0.001034916009238363 0.0026608543695843577 0.0019060980890304331 0.00017470585774636172
leaf_weight=80 66 52 67 58 52 218 70 79 135 183 1583 91 89 116
leaf_count=80 66 52 67 58 52 218 70 79 135 183 1583 91 89 116
internal_value=0 0.00119941 0.00114191 0.00117834 0.00229449 0.00113404 0.000650247 -0.0006111 0.00126898 0.00121171 0.00112078 0.00192184 0.00109477 0.000878301
internal_weight=0 2873 2793 2726 104 2622 572 149 2050 1992 1766 226 423 334
internal_count=2939 2873 2793 2726 104 2622 572 149 2050 1992 1766 226 423 334
is_linear=0
shrinkage=0.00863042


Tree=1513
num_leaves=12
num_cat=0
split_feature=30 10 34 44 0 49 133 0 13 129 0
split_gain=2.98282 3.49434 5.71587 2.98917 2.57821 2.02649 4.30371 2.46694 2.20941 1.85546 1.17691
threshold=0.086535000000000015 0.057650000000000007 -0.016844999999999995 0.081710000000000019 -0.23215999999999995 -0.076494999999999994 0.041800000000000011 0.044695000000000006 -0.0042049999999999995 -0.019784999999999997 0.121355
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 8 9 -6 -7 -9
right_child=-2 -3 3 -5 5 7 -8 10 -10 -11 -12
leaf_value=0.0041942467485869359 -0.00095913652105813455 -0.0012307350824740998 -0.00095793667872417327 0.0032868619621304329 0.0016253685641248812 0.0026498952121252767 0.00013615337398704085 0.0030656294429861142 0.0039167793395027475 0.00086357120682597328 0.0014744235108755941
leaf_weight=52 64 56 56 52 69 52 78 64 79 2205 112
leaf_count=52 64 56 56 52 69 52 78 64 79 2205 112
internal_value=0 0.00107915 0.00112507 0.00106736 0.00102481 0.0010666 0.00191325 0.000987918 0.00284916 0.000904771 0.00205361
internal_weight=0 2875 2819 2767 2715 2659 226 2433 148 2257 176
internal_count=2939 2875 2819 2767 2715 2659 226 2433 148 2257 176
is_linear=0
shrinkage=0.00934185


Tree=1514
num_leaves=12
num_cat=0
split_feature=96 10 12 2 49 2 48 12 160 16 4
split_gain=2.74617 2.63777 5.41887 3.80794 1.97903 1.95779 2.06149 2.16871 2.03146 1.31268 1.8446
threshold=0.083810000000000009 0.057650000000000007 -0.10063999999999999 -0.080859999999999974 -0.14998499999999998 0.11891500000000001 0.093565000000000023 -1.0000000180025095e-35 -0.066074999999999981 -0.5038649999999999 0.38865500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6 -8 -7 -11
right_child=-2 -3 3 4 5 9 8 -9 -10 10 -12
leaf_value=0.0030158225159843139 -0.0011237312127775384 -0.00090783812108723887 0.0032408712448263699 0.0022060676505730637 -0.00043927822526758196 -0.0012455922318528496 0.0030896830023237672 0.00082284598750835775 0.0010664963665924145 -0.00021320503187944993 0.0014930133711870399
leaf_weight=95 57 66 52 77 116 52 61 2011 117 160 75
leaf_count=95 57 66 52 77 116 52 61 2011 117 160 75
internal_value=0 0.000865822 0.000907427 0.00083378 0.000786846 0.000744649 0.000831728 0.000753969 0.00176037 4.49501e-05 0.000330925
internal_weight=0 2882 2816 2721 2669 2592 2305 2127 178 287 235
internal_count=2939 2882 2816 2721 2669 2592 2305 2127 178 287 235
is_linear=0
shrinkage=0.00897909


Tree=1515
num_leaves=17
num_cat=0
split_feature=2 42 48 147 34 2 150 1447 42 400 128 51 128 160 1213 2
split_gain=6.35688 2.48195 2.85856 4.7302 3.67893 3.87045 3.78747 2.5357 1.22944 1.02305 0.986598 0.974104 0.964788 0.962413 0.867413 1.38515
threshold=0.17730000000000004 -1.0000000180025095e-35 -0.088899999999999993 1.0000000180025095e-35 -0.082169999999999979 -1.0000000180025095e-35 -0.090139999999999984 -0.086009999999999989 -0.04034999999999999 -0.012394999999999998 0.087685000000000013 -0.089539999999999995 0.10113500000000002 0.060260000000000008 -1.0000000180025095e-35 0.087445000000000009
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 -8 10 -10 11 -1 -12 14 -13 -16
right_child=-2 2 3 -5 5 6 7 -9 9 -11 12 13 -14 -15 15 -17
leaf_value=-0.00034103209375834366 -0.0019081973679515641 0.0020988419420407186 0.00204763474316192 -0.0012822972164177641 -0.001160926742766383 0.0024381121808387659 -0.0008776463346045055 0.00047929371990250961 0.0008486585722979514 0.0020204352622923841 0.0019975522380670861 0.00029656341641623381 0.00080623546230346101 -0.00020134998126856431 0.002065803326652532 0.00074973214476981638
leaf_weight=58 62 59 83 95 89 56 85 1653 79 99 66 101 102 56 68 153
leaf_count=58 62 59 83 95 89 56 85 1653 79 99 66 101 102 56 68 153
internal_value=0 0.000571497 0.000435307 0.000387646 0.000468382 0.000398727 0.000476147 0.000412883 0.000940601 0.00150084 0.000775363 0.000582755 0.00127474 0.000724716 0.000886025 0.00115505
internal_weight=0 2902 2120 2061 1966 1883 1794 1738 782 178 604 436 168 378 322 221
internal_count=2964 2902 2120 2061 1966 1883 1794 1738 782 178 604 436 168 378 322 221
is_linear=0
shrinkage=0.00766357


Tree=1516
num_leaves=31
num_cat=0
split_feature=12 13 12 12 16 10 156 51 474 13 133 12 0 0 16 0 124 0 12 14 0 16 0 16 133 13 48 160 133 0
split_gain=156.047 53.7293 49.0142 17.8771 19.4984 12.6947 12.1427 16.8243 11.2329 10.2068 11.3396 11.0038 7.09211 7.34408 6.71036 9.44734 5.63822 4.94595 3.72216 2.2327 9.9948 2.57136 5.89713 3.27354 3.08052 2.25625 2.13314 1.22612 0.77338 0.457897
threshold=0.078120000000000009 -0.0015099999999999998 0.13936000000000001 0.093125000000000013 -0.27637999999999996 -1.0000000180025095e-35 0.07881500000000001 0.056710000000000003 0.08641500000000002 -0.36115499999999995 -1.0000000180025095e-35 -0.087789999999999993 -0.024974999999999997 -0.11327499999999999 0.0030150000000000008 0.11737000000000002 -0.081534999999999982 -0.05461499999999999 0.10211000000000002 0.073890000000000011 -0.11262999999999999 0.0060400000000000011 -0.05461499999999999 -0.0083599999999999976 0.083645000000000011 0.0048350000000000008 0.087695000000000009 -0.079389999999999974 -0.032744999999999989 -0.075434999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 19 -5 16 7 12 -8 -7 -11 -12 13 -3 26 17 -1 18 -16 20 -2 23 24 25 -23 -22 28 -25 -6 -30
right_child=2 6 -4 4 14 9 8 -9 -10 10 11 -13 -14 -15 15 -17 -18 -19 -20 -21 21 22 -24 27 -26 -27 -28 -29 29 -31
leaf_value=0.0017079917032947595 0.0029966646270562806 0.0023450419881875214 0.0016999892326853203 0.0022181689008712903 0.0042348934562051327 0.0014110389562662464 0.0045181478863993681 0.003804523499593314 0.0029554475114328287 0.0034231711194983951 0.0026616186244529257 0.0012801016924169919 0.0017042918862106159 0.0035390128893947916 0.003644828726974881 0.0043787323395723622 0.00053040178646907271 0.0025235877310601129 0.00285609055390462 0.0045880737544849491 0.0041485553670768931 0.0031380969731418708 0.004531318126704059 0.004839386946959805 0.0038895931883505181 0.0036150432802182077 0.0034896255229353041 0.0043467407222170708 0.0040763311407361249 0.0038465521193832854
leaf_weight=53 54 92 67 61 87 87 71 92 52 57 91 64 55 53 131 56 53 53 56 58 807 60 61 54 89 56 58 91 109 136
leaf_count=53 54 92 67 61 87 87 71 92 52 57 91 64 55 53 131 56 53 53 56 58 807 60 61 54 89 56 58 91 109 136
internal_value=0 0.00253962 0.00384812 0.0039174 0.00360132 0.00187848 0.00318475 0.00290118 0.00385772 0.00214748 0.00244957 0.00209136 0.00248551 0.00278165 0.00372427 0.00343397 0.00111945 0.00321341 0.00340877 0.0040949 0.0040724 0.00412007 0.00386155 0.0041739 0.00358716 0.00411397 0.00394453 0.0045304 0.00402392 0.00394889
internal_weight=0 820 2144 2077 747 405 415 292 123 299 212 155 200 145 686 296 106 240 187 1330 1272 1218 210 1008 149 863 390 145 332 245
internal_count=2964 820 2144 2077 747 405 415 292 123 299 212 155 200 145 686 296 106 240 187 1330 1272 1218 210 1008 149 863 390 145 332 245
is_linear=0
shrinkage=0.00255085


Tree=1517
num_leaves=28
num_cat=0
split_feature=1 12 47 15 1 2 2 15 3 2 123 1 12 4 3 4 12 157 0 1 12 49 131 0 15 12 4
split_gain=203.89 39.0714 25.269 19.3633 20.1824 14.1304 10.9928 10.1277 7.45152 11.2693 7.31889 5.99221 4.88367 5.3905 4.28255 4.23058 6.44258 8.4271 3.14015 3.06921 2.73235 2.58071 1.69346 1.62208 1.32424 1.28193 0.559092
threshold=0.11829500000000003 0.056995000000000011 0.085585000000000008 0.037885000000000009 0.092845000000000025 0.16993500000000003 0.123795 -0.020389999999999995 -0.14719499999999996 0.086625000000000021 0.083430000000000018 0.10932500000000002 0.093815000000000023 -0.00076499999999999995 -0.23098999999999997 0.024470000000000002 -0.0066799999999999993 -0.0041249999999999993 -0.10071499999999999 0.13546500000000003 0.083610000000000004 0.092020000000000005 0.081725000000000006 -0.055084999999999988 0.11308000000000001 0.095815000000000011 0.50027500000000014
decision_type=2 2 2 2 2 2 2 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 15 19 8 10 9 -3 11 -6 18 24 -11 16 -1 -18 -10 26 -20 -15 -22 -21 25 -14 -2
right_child=2 6 -4 -5 7 -7 -8 -9 12 14 -12 -13 13 21 -16 -17 17 -19 20 23 22 -23 -24 -25 -26 -27 -28
leaf_value=0.0032439473112463222 0.00070578219211742848 0.0040575165592434716 0.0017362041677951362 0.0033342958847885043 0.0024642274353334089 -0.00076929107677215793 0.0017330180711892661 0.00054396135630766884 0.0023845726488764705 0.0032256020347083657 0.0011452038765505661 0.0014467357710433578 0.0024530488956894772 0.0019076681391186989 0.0023262581483361583 0.0018365772482679386 0.0028865281458665586 0.0016461244078200333 0.0033559732663554155 1.7759018979656504e-05 0.0027710189840292956 0.0025123729866778515 0.0030046995854598425 0.0006040985637854315 0.0024088422117971488 0.0028453656606527581 0.0010538104988648139
leaf_weight=56 52 61 95 58 76 53 58 54 91 64 85 56 59 89 55 56 62 60 55 53 917 71 216 52 73 235 52
leaf_count=56 52 61 95 58 76 53 58 54 91 64 85 56 59 89 55 56 62 60 55 53 917 71 216 52 73 235 52
internal_value=0 0.00259401 0.000694946 0.00204413 0.00189591 0.000317294 0.00274546 0.0014579 0.00277501 0.00323301 0.00168521 0.00203275 0.00272935 0.00253795 0.00281015 0.00240306 0.00258114 0.0022767 0.0028082 0.00059296 0.00284063 0.00217616 0.00281559 0.000308376 0.0026956 0.00276672 0.000880038
internal_weight=0 2607 357 563 505 262 2044 271 1986 180 217 132 1806 527 119 234 178 122 1279 209 1188 160 1133 105 367 294 104
internal_count=2964 2607 357 563 505 262 2044 271 1986 180 217 132 1806 527 119 234 178 122 1279 209 1188 160 1133 105 367 294 104
is_linear=0
shrinkage=0.00235659


Tree=1518
num_leaves=19
num_cat=0
split_feature=1 1456 159 52 1 4 160 4 1 4 42 474 49 1 4 49 47 52
split_gain=8.02717 2.47852 2.1947 2.07678 2.36687 3.5767 2.8416 2.32185 2.37315 2.934 2.15969 1.97565 1.89424 3.27345 1.6741 1.54394 2.49282 0.339585
threshold=0.13699000000000003 -0.24153499999999997 0.087060000000000012 0.27203000000000005 0.081540000000000015 -0.016029999999999996 -0.41859999999999992 0.00059000000000000014 0.11077000000000002 -0.0048949999999999992 0.11128500000000001 0.032465000000000008 -0.092109999999999984 0.10471000000000001 0.42642000000000008 -0.056909999999999995 0.087945000000000009 -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 -1 14 7 5 -5 -6 8 9 12 11 15 -3 -14 -2 -9 -17 -11
right_child=2 3 -4 4 6 -7 -8 10 -10 17 -12 -13 13 -15 -16 16 -18 -19
leaf_value=0.0029462130549545882 -0.00080044862989571918 0.0026469514156278054 0.00045665063727580701 -0.0022348260791717643 0.0027291732381152017 0.00074394625831622225 -0.00017406401130396149 0.002032972536542495 0.002661080865691356 0.0029913831898956745 -0.00094490435228283256 -0.00087865831922700685 0.001049337529198934 -0.0010334310873426936 -0.003073050722069095 0.00032040328620731011 0.0018427841845988409 0.0019787484532487812
leaf_weight=55 61 60 52 67 53 74 66 91 93 66 73 59 1424 69 53 369 126 53
leaf_count=55 61 60 52 67 53 74 66 91 93 66 73 59 1424 69 53 369 126 53
internal_value=0 0.000981834 -0.00113225 0.00094241 0.000147603 -0.000670791 0.00111814 0.0010256 0.00120785 0.00112696 0.000577439 0.00074989 0.00101852 0.000953014 -0.00185788 0.000914027 0.00070812 0.00254122
internal_weight=0 2798 166 2743 260 141 119 2483 1765 1672 718 645 1553 1493 114 586 495 119
internal_count=2964 2798 166 2743 260 141 119 2483 1765 1672 718 645 1553 1493 114 586 495 119
is_linear=0
shrinkage=0.00934185


Tree=1519
num_leaves=22
num_cat=0
split_feature=2 15 13 15 15 52 457 1429 2 13 49 13 160 13 15 52 52 52 15 43 133
split_gain=5.12148 5.27258 2.8167 2.18787 3.79226 4.2717 4.26425 3.96814 3.93893 2.73588 2.81923 2.27064 2.22101 3.07507 1.97508 1.75634 1.63451 1.27003 2.33711 1.69575 1.17884
threshold=0.12750000000000003 -0.035654999999999992 0.26379000000000002 0.039965000000000007 -0.011749999999999998 0.013340000000000001 0.10412500000000001 0.083810000000000009 -0.084369999999999987 0.10188500000000002 -0.028049999999999995 0.0024700000000000004 -0.082414999999999988 -0.013049999999999997 -0.26361999999999991 -0.091329999999999981 -0.060344999999999996 0.11330000000000001 0.098550000000000013 -0.06512999999999998 0.086265000000000022
decision_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 14 3 4 6 11 7 8 -1 10 -5 12 -6 -14 -2 -10 -12 18 -18 -19 -9
right_child=1 -3 -4 9 5 -7 -8 20 15 -11 16 -13 13 -15 -16 -17 17 19 -20 -21 -22
leaf_value=-0.0017869516737970105 -0.00074156018894251815 -0.0031153208118925046 0.0027982332575295973 0.0034314998399009324 0.0013787640946365982 -0.0025163199254914946 0.0035455596861169278 0.0035677391297072088 0.0013923122960383201 -0.00096068537252169629 0.0027751757945860211 0.0015229568302817383 0.00019896257620981268 -0.0026306948357386018 0.0012294341813230342 0.00045557895221125239 0.0010684374724316613 0.001342293458725504 0.0030424005503145004 -0.00068838394564493105 0.0015009171003869456
leaf_weight=66 103 61 74 58 55 68 56 55 272 55 59 93 94 63 97 713 641 77 65 85 54
leaf_count=66 103 61 74 58 55 68 56 55 272 55 59 93 94 63 97 713 641 77 65 85 54
internal_value=0 -0.000563832 0.000890144 0.000836396 0.000604892 -0.000269336 0.000873143 0.000744039 0.000557182 0.00119 0.0013102 0.000231284 -0.000334847 -0.000935831 0.000213843 0.000714358 0.00117736 0.00106863 0.00125033 0.000276161 0.00254478
internal_weight=0 261 2703 2629 1589 373 1216 1160 1051 1040 985 305 212 157 200 985 927 868 706 162 109
internal_count=2964 261 2703 2629 1589 373 1216 1160 1051 1040 985 305 212 157 200 985 927 868 706 162 109
is_linear=0
shrinkage=0.00991364


Tree=1520
num_leaves=31
num_cat=0
split_feature=4 3 3 3 3 133 4 0 4 0 15 3 3 0 123 0 15 16 51 4 13 4 0 13 4 133 15 16 15 13
split_gain=322.77 95.445 37.2799 27.3018 19.5593 13.055 12.4134 11.9536 12.6035 10.1693 9.72587 9.68749 8.6475 8.13557 13.3162 8.0974 9.88682 6.07557 9.09362 5.31094 4.40152 4.32211 3.14434 3.04662 2.43477 2.34312 2.3268 1.71865 0.616515 0.551677
threshold=0.31392000000000003 -0.065674999999999983 0.28833000000000003 -0.0024599999999999995 0.31395500000000004 -0.0024649999999999997 -0.082619999999999985 -0.079249999999999987 -0.49269499999999994 -0.18240499999999996 -0.43091499999999999 -0.13117499999999996 -0.10690999999999999 -0.061674999999999994 1.0000000180025095e-35 -0.09633499999999999 -0.10981499999999998 -0.0096749999999999978 0.046060000000000011 -0.017399999999999995 0.095470000000000013 0.51395000000000002 -0.10339499999999999 0.022635000000000006 -0.085189999999999974 0.08759500000000002 -0.0070899999999999991 0.0060400000000000011 -0.065419999999999992 -0.011694999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 5 9 -3 -5 11 -9 -2 21 -1 20 14 -7 16 -13 18 -8 26 -10 -11 -18 24 29 -26 -14 -28 -21 -17
right_child=4 2 -4 6 -6 13 17 8 12 10 -12 15 19 -15 -16 23 22 -19 -20 28 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0051894626971552274 0.0024559384673167686 0.0036087924465855155 0.0012365594806934359 0.0046257678514368466 -0.00019718439440834451 0.0035077694551423587 0.0043917779525053683 0.0050334216899538924 0.0026096956100271824 0.0022306215976690192 0.00050211105985829732 0.0046288975474466235 0.0045369581164365095 0.0018075855175275835 0.0018606273500241285 0.0049321327365642043 0.0028317406291615181 0.0027507530509214067 0.0029614391266438007 0.0036653439295876626 0.0036731831560709366 0.0012325688509560334 0.0037319883052847687 0.0039283361908253461 0.0044584226024793928 0.0041436799627278852 0.0041166805593222016 0.0035961725281158812 0.0032943417237310977 0.004593891236687693
leaf_weight=90 55 88 67 98 59 80 72 64 53 52 82 58 75 88 57 64 52 55 52 77 53 68 54 91 615 221 231 54 54 77
leaf_count=90 55 88 67 98 59 80 72 64 53 52 82 58 75 88 57 64 52 55 52 77 53 68 54 91 615 221 231 54 54 77
internal_value=0 0.00393607 0.00307642 0.00328531 0.00115341 0.00275847 0.00388052 0.00422086 0.00393475 0.00146358 0.00119325 0.0043639 0.00381692 0.00242578 0.00282267 0.00430357 0.00376408 0.00347235 0.00379218 0.00396264 0.0031417 0.00166529 0.00329062 0.00438638 0.00442902 0.00437525 0.00412632 0.00401816 0.00351262 0.00474762
internal_weight=0 2640 657 590 316 313 277 1983 661 257 202 1322 597 225 137 1232 164 179 124 491 106 120 106 1068 977 836 360 285 131 141
internal_count=2956 2640 657 590 316 313 277 1983 661 257 202 1322 597 225 137 1232 164 179 124 491 106 120 106 1068 977 836 360 285 131 141
is_linear=0
shrinkage=0.00260187


Tree=1521
num_leaves=25
num_cat=0
split_feature=4 3 3 43 10 48 14 4 3 4 3 12 12 12 49 3 3 123 15 4 13 15 52 15
split_gain=322.3 117.458 53.3962 44.0731 24.2346 16.6928 14.4678 10.0375 6.72564 6.28756 18.0687 11.4565 6.39346 6.2735 5.47271 5.52494 4.89271 4.46277 4.40996 3.69615 3.40193 2.39455 1.9522 0.452641
threshold=0.31392000000000003 -0.065674999999999983 0.28833000000000003 -0.043814999999999993 -1.0000000180025095e-35 0.086410000000000015 0.073890000000000011 0.054720000000000012 0.13772500000000001 -0.49269499999999994 -0.10859999999999999 0.091680000000000011 0.084065000000000015 0.096475000000000019 0.10470500000000001 -0.0045699999999999985 0.091085000000000013 0.08901000000000002 -0.035654999999999992 -0.057674999999999997 0.0051600000000000005 -0.43587999999999999 -0.010034999999999999 -0.084904999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -2 18 7 9 17 -1 11 -11 22 23 15 -5 -17 21 -3 -18 -14 -6 -12 -9
right_child=4 2 -4 14 8 -7 -8 13 -10 10 12 -13 20 -15 -16 16 19 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.012610832575103689 0.0076050337550945656 0.011068263212629985 0.0086349308127895257 0.01102999852097139 0.010055490082648515 0.0092393117993442627 0.012890094917405549 0.011774068578061844 0.0085641848616575724 0.010346945185095777 0.012665488886230779 0.011670379440168303 0.011908736437513482 0.010779714921424415 0.010666891446898518 0.012127094468780446 0.011809019314501946 0.0089008204900922969 0.010151890194150148 0.010980547868521267 0.011510303065321083 0.0094321330010689076 0.012082380843109551 0.01146582179263993
leaf_weight=64 60 61 67 97 70 90 74 73 56 72 79 81 1190 81 52 99 66 52 63 62 143 78 63 63
leaf_count=64 60 61 67 97 70 90 74 73 56 72 79 81 1190 81 52 99 66 52 63 62 143 78 63 63
internal_value=0 0.0115515 0.0106703 0.0109014 0.00898238 0.0100295 0.0118435 0.0118029 0.0093051 0.0118656 0.0118363 0.0110478 0.0119181 0.0113137 0.0113975 0.0115147 0.0117217 0.00951242 0.0106029 0.0114079 0.011866 0.00972714 0.012407 0.0116315
internal_weight=0 2640 657 590 316 214 1983 1909 256 1692 1628 153 1475 217 376 324 227 200 124 128 1333 148 142 136
internal_count=2956 2640 657 590 316 214 1983 1909 256 1692 1628 153 1475 217 376 324 227 200 124 128 1333 148 142 136
is_linear=0
shrinkage=0.00240373


Tree=1522
num_leaves=18
num_cat=0
split_feature=13 40 14 16 14 0 0 42 0 11 13 16 0 16 13 16 13
split_gain=130.035 98.814 53.0806 37.9445 19.8297 25.4572 13.0803 12.1649 11.835 13.9787 11.637 11.4698 6.73138 5.8806 4.97491 2.28109 1.20259
threshold=-0.27740999999999993 -0.027374999999999997 -0.31108499999999994 -0.39761999999999992 0.073890000000000011 -0.13409999999999997 -0.10934999999999999 -0.0047199999999999994 -0.069414999999999991 0.079700000000000007 -0.0069149999999999993 -0.5152199999999999 -0.22163999999999998 -0.16318499999999997 0.0051600000000000005 -0.23389999999999997 -0.074349999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 7 -3 6 5 12 11 -2 14 -10 13 -4 -5 -9 -7 -1 -15
right_child=1 2 3 4 -6 8 -8 10 9 -11 -12 -13 -14 16 -16 -17 -18
leaf_value=0.00081864374677509053 0.0032884390368019554 0.0013917029339454315 0.0027006699358001827 0.003279836203402311 0.00513933955467948 0.0040674796402683736 0.0021780898211460607 0.0017268906164563391 0.0034072080367542963 0.0046036505745736082 0.0010992506014240149 0.0040820089426849317 0.002121334826963949 0.0029133601327374563 0.0036615587652345603 0.0014565104570014187 0.002403254977140661
leaf_weight=52 53 54 75 66 72 1396 93 60 395 66 60 65 52 56 201 87 53
leaf_count=52 53 54 75 66 72 1396 93 60 395 66 60 65 52 56 201 87 53
internal_value=0 0.00359994 0.00375011 0.00380143 0.00389717 0.00385605 0.00287766 0.00224993 0.00391834 0.00357855 0.00200946 0.00334219 0.00276953 0.00233246 0.00401641 0.00121807 0.00266556
internal_weight=0 2817 2535 2481 2248 2176 233 282 2058 461 229 140 118 169 1597 139 109
internal_count=2956 2817 2535 2481 2248 2176 233 282 2058 461 229 140 118 169 1597 139 109
is_linear=0
shrinkage=0.00240373


Tree=1523
num_leaves=14
num_cat=0
split_feature=3 10 1373 16 15 11 15 52 3 42 43 16 3
split_gain=9.16574 4.9436 2.691 1.7827 2.40357 4.81351 4.62215 3.92655 3.71746 3.49937 2.16257 2.10634 2.08023
threshold=0.35004500000000011 -0.15282499999999996 0.081930000000000017 -0.54752499999999993 -0.030729999999999997 1.0000000180025095e-35 -0.044884999999999994 -0.42058999999999996 -0.10859999999999999 -0.026374999999999999 -0.090674999999999992 -0.50720999999999983 0.097775000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 8 11 -7 9 -6 -10 -5 -13
right_child=-2 2 -4 4 5 7 -8 -9 10 -11 -12 12 -14
leaf_value=-0.00074701312858267796 -0.0013263544246797871 0.0033413220087647713 -2.7243513583998202e-05 4.2634489549370319e-05 0.0018816219855286613 0.0018725067471295554 -0.00086887110054823381 0.0049323881492568198 0.0010631487317861205 -0.0013476188580236303 0.0021343551669118048 0.0016007130455819756 0.0030887670418060149
leaf_weight=61 78 59 62 62 52 57 61 76 168 52 1137 952 79
leaf_count=61 78 59 62 62 52 57 61 76 168 52 1137 952 79
internal_value=0 0.00173125 0.00178494 0.00182576 0.00179256 0.00202011 0.00148841 0.00362172 0.00186887 0.000266098 0.00199652 0.00162006 0.00171483
internal_weight=0 2878 2817 2755 2696 1542 1154 133 1409 104 1305 1093 1031
internal_count=2956 2878 2817 2755 2696 1542 1154 133 1409 104 1305 1093 1031
is_linear=0
shrinkage=0.00880303


Tree=1524
num_leaves=21
num_cat=0
split_feature=1 0 3 3 15 0 48 16 16 12 3 4 0 4 52 131 124 133 0 3
split_gain=8.30501 2.81357 2.80928 4.20043 4.85616 2.44595 2.40078 2.93436 3.40551 2.39966 2.2335 2.00798 2.12513 1.99763 2.3496 1.48981 1.28702 0.973663 0.830615 0.183772
threshold=0.11883500000000001 0.0062000000000000006 -0.16100499999999998 -0.10690999999999999 1.0000000180025095e-35 0.11737000000000002 0.086410000000000015 -0.45743999999999996 -0.16956499999999999 -0.060304999999999991 -0.07298499999999998 0.42642000000000008 -0.096444999999999989 -0.010764999999999999 -0.07167999999999998 0.064640000000000017 -1.0000000180025095e-35 0.085785000000000014 -0.13165999999999997 -0.036264999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 5 4 -4 -1 7 18 -9 -10 17 12 -2 -12 -15 -11 -13 -8 -5 -14
right_child=1 -3 3 6 -6 -7 10 8 9 15 13 16 19 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0041165023472533131 -0.0013629334938214518 -0.001835294058513763 -0.0012224978756140406 0.0038814377260128416 0.0016472858498621761 0.0016910498799987933 0.0023507876937736353 -0.00050058759139699999 0.0032560547824496623 0.0015496418682174507 -0.0012106840715276153 0.002456577024336075 0.0010547599844015197 0.0022093846270118274 -7.4751200679895353e-05 0.0022836509127530037 0.00054012533311289829 0.00085040307036169597 0.0023987101755036425 0.00029215409032110745
leaf_weight=68 73 53 96 62 102 72 98 58 85 1349 52 52 52 64 92 281 68 58 66 55
leaf_count=68 73 53 96 62 102 72 98 58 85 1349 52 52 52 64 92 281 68 58 66 55
internal_value=0 0.000109687 0.00160702 0.0015352 0.000255382 0.00286983 0.00164703 0.00177757 0.00168077 0.0017546 0.000965023 0.000453626 -0.000157681 0.000343136 0.000861703 0.00167624 0.0013714 0.00179358 0.00311767 0.00066368
internal_weight=0 353 2603 2463 198 140 2265 1901 1773 1715 364 300 180 208 156 1630 120 156 128 107
internal_count=2956 353 2603 2463 198 140 2265 1901 1773 1715 364 300 180 208 156 1630 120 156 128 107
is_linear=0
shrinkage=0.00915867


Tree=1525
num_leaves=15
num_cat=0
split_feature=1 149 49 42 2 4 15 13 49 128 151 49 49 150
split_gain=6.82436 3.61863 4.82339 3.92652 3.6777 3.50005 3.38635 4.499 4.0067 1.79592 1.86022 3.12489 1.10963 0.820585
threshold=0.15390500000000004 0.079475000000000004 -0.008964999999999999 0.090385000000000007 -0.080104999999999996 0.51292000000000015 -0.094839999999999994 -0.0059899999999999997 -0.07278999999999998 0.10783500000000001 -0.40941499999999992 0.12518000000000004 -0.05529499999999999 0.088040000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 9 -1 12 -9 10 -6 -12 13 -8
right_child=-2 -3 4 -5 5 -7 7 8 -10 -11 11 -13 -14 -15
leaf_value=-0.001205807668457598 -0.0017873245081046491 0.0031410665471571096 0.0030712652032960854 -0.0016659272841831594 0.0027579484842227076 -0.00054188385670266416 -0.0001320711302629037 0.0037241539176894605 0.00078791102763582665 9.3913524410902964e-06 0.0013761586335951522 -0.00028468671861013752 -0.00083786042965080111 0.0012715539117056341
leaf_weight=61 58 70 85 63 68 79 60 66 73 77 2001 88 60 64
leaf_count=61 58 70 85 63 68 79 60 66 73 77 2001 88 60 64
internal_value=0 0.00120175 0.001154 0.000330656 0.00130744 0.00124258 0.000658461 0.00101082 0.00218276 0.00130573 0.00135196 0.00130615 0.000124996 0.000591638
internal_weight=0 2915 2845 447 2398 2313 384 323 139 2234 2157 2089 184 124
internal_count=2973 2915 2845 447 2398 2313 384 323 139 2234 2157 2089 184 124
is_linear=0
shrinkage=0.00863042


Tree=1526
num_leaves=17
num_cat=0
split_feature=1 34 484 34 1446 42 151 457 1 13 124 157 47 16 157 16
split_gain=4.85814 4.01552 3.0282 2.91601 1.70062 3.07132 1.69396 3.70982 3.3343 2.78494 2.33235 2.00688 1.56198 2.25589 1.30295 0.685998
threshold=0.11883500000000001 -0.028269999999999997 0.08618000000000002 -0.083659999999999998 0.087090000000000015 0.087120000000000017 -0.089594999999999994 0.08351500000000002 0.088395000000000015 -0.075904999999999986 -0.048219999999999992 -0.13888499999999995 0.090655000000000013 -0.23389999999999997 -0.080299999999999996 -0.0094449999999999968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 12 -1 6 -6 9 10 -9 15 -8 -12 13 -3 -13 -5
right_child=1 2 -4 4 5 -7 7 8 -10 -11 11 14 -14 -15 -16 -17
leaf_value=0.0028938648912901995 -0.0021271605263712408 0.00055117023784424291 0.0021288965932564387 0.0016120847976271641 -0.0012402432186174183 0.0010867430075488459 -0.00032719630182303827 0.0011309486214621748 -0.001620719533723171 0.0029819748179760147 0.0023809896031390127 0.00022849537676475871 0.00087116809038881955 -0.0014237921954650149 0.0011256023141802351 0.00028729022109173113
leaf_weight=57 52 74 55 53 64 100 79 54 69 80 84 119 87 86 1805 55
leaf_count=57 52 74 55 53 64 100 79 54 69 80 84 119 87 86 1805 55
internal_value=0 1.7205e-06 0.000368576 0.00103734 0.000996 0.000178111 0.0010519 0.000987506 -0.00041195 0.00180839 0.00107003 0.00112504 -2.30397e-05 -0.000509819 0.00107016 0.000938241
internal_weight=0 354 302 2619 2562 164 2398 2210 123 188 2087 2008 247 160 1924 108
internal_count=2973 354 302 2619 2562 164 2398 2210 123 188 2087 2008 247 160 1924 108
is_linear=0
shrinkage=0.00829529


Tree=1527
num_leaves=27
num_cat=0
split_feature=1 1 2 15 52 2 34 39 15 2 13 2 13 13 15 2 474 15 3 3 15 4 3 43 4 15
split_gain=191.606 30.9982 26.075 24.4105 22.603 23.333 14.3416 12.0317 8.68767 11.8076 8.3919 7.78462 7.23116 6.91249 5.11996 4.40424 4.27102 3.1711 2.9221 2.74497 4.66687 2.9571 2.99417 2.38623 2.3249 1.94098
threshold=0.118385 0.090485000000000024 0.16993500000000003 0.086885000000000004 -0.41694999999999993 0.090485000000000024 -1.0000000180025095e-35 0.098380000000000009 -0.095814999999999997 -0.007134999999999999 -0.092984999999999984 0.12623500000000001 -0.14847499999999997 -0.08971999999999998 -0.10328999999999998 0.085730000000000015 1.0000000180025095e-35 -0.10114499999999998 -0.079774999999999985 -0.097574999999999981 0.039965000000000007 -0.0021099999999999995 -0.07298499999999998 -0.040494999999999996 -0.082619999999999985 -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 2
left_child=1 11 6 4 -3 8 -2 10 -6 -10 -8 12 -1 -7 -12 16 18 -15 24 20 -17 25 -23 -5 -14 -21
right_child=2 3 -4 23 5 13 7 -9 9 -11 14 -13 15 17 -16 19 -18 -19 -20 21 -22 22 -24 -25 -26 -27
leaf_value=0.0049318879868075994 0.0011203992409786186 0.0042605521052294848 0.00044654799289047296 0.0039297651673900012 0.0044043563425623196 0.001714551712043247 0.0019894018406345672 0.001462277523875279 0.0023433131578423244 0.0038132821885103352 0.002570428178377241 0.0031585647774985109 0.0044181521614687089 0.0031191717007045322 0.0035893427389536627 0.0033167206588893346 0.0035491435352075092 0.0023900855214897343 0.0048467822728186644 0.0044963439817909297 0.0042610804330181946 0.0040343248949275294 0.0035476057172011215 0.0045459740538262216 0.0040499465983630748 0.0040683531216131304
leaf_weight=65 60 102 64 72 57 71 56 55 59 90 55 60 246 63 78 97 52 103 61 79 53 193 146 98 210 628
leaf_count=65 60 102 64 72 57 71 56 55 59 90 55 60 246 63 78 97 52 103 61 79 53 193 146 98 210 628
internal_value=0 0.00389344 0.00192694 0.00344079 0.00317736 0.00292789 0.00223851 0.00251334 0.00355609 0.0032314 0.00281906 0.00406467 0.00409436 0.00238175 0.00316819 0.0040635 0.00424894 0.00266695 0.00431927 0.00397526 0.00365058 0.00402179 0.00382479 0.00428515 0.00424864 0.00411622
internal_weight=0 2605 368 715 545 443 304 244 206 149 189 1890 1830 237 133 1765 569 166 517 1196 150 1046 339 170 456 707
internal_count=2973 2605 368 715 545 443 304 244 206 149 189 1890 1830 237 133 1765 569 166 517 1196 150 1046 339 170 456 707
is_linear=0
shrinkage=0.00255085


Tree=1528
num_leaves=26
num_cat=0
split_feature=1 4 43 11 52 52 1 4 474 42 403 403 12 157 3 2 1456 4 2 52 3 43 12 12 1
split_gain=4.46478 2.59925 3.00435 2.78932 4.36274 2.16043 2.14236 2.04674 1.95565 2.38619 2.21853 3.27734 4.01011 2.08835 1.48394 1.68199 1.42522 1.38344 1.27995 1.00783 0.789337 0.67318 0.725088 0.620459 0.457155
threshold=0.15559500000000001 -0.082509999999999986 0.05259500000000001 0.078340000000000007 -0.53082999999999991 0.10322000000000002 0.11883500000000001 0.056815000000000011 0.085850000000000024 0.083865000000000009 -0.038454999999999996 -0.085489999999999997 0.088325000000000015 0.11289000000000002 0.095880000000000007 1.0000000180025095e-35 0.08814000000000001 0.40736500000000003 0.095465000000000008 0.037045000000000002 -0.082204999999999986 -0.0011349999999999999 0.085685000000000025 0.096425000000000025 0.087505000000000013
decision_type=2 2 2 2 2 2 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 8 -8 10 -10 11 19 -13 16 15 -9 17 -12 21 24 -11 22 -1 -21 -3
right_child=-2 6 -4 4 -6 -7 7 14 9 20 13 12 -14 -15 -16 -17 -18 -19 -20 23 -22 -23 -24 -25 -26
leaf_value=0.0019156756897492258 -0.0014754199692685779 -4.9402965405886735e-05 0.0033193661364795323 0.0015297683321951945 -0.0017155776053094669 0.0031660322361502617 -0.0012490562546270249 0.00086680027337304169 -0.0013554420745224387 3.6140671975296699e-05 0.001263537566892327 -0.0024314847254164641 0.00059367040480730966 -0.00036356626986339076 0.00146485563097451 -0.0010085336041494647 2.1524095057689949e-05 0.0024079416891715998 0.0023608146818200554 0.0020020795909747903 0.001305483110898442 0.00027217022172483567 0.0010435596742320533 0.00083040370791318495 0.0010223487850755727
leaf_weight=99 53 60 57 69 52 54 58 75 54 64 1183 52 79 58 79 63 62 81 78 82 78 52 223 54 54
leaf_count=99 53 60 57 69 52 54 58 75 54 64 1183 52 79 58 79 63 62 81 78 82 78 52 223 54 54
internal_value=0 0.0010019 0.00145852 0.00128921 0.000134328 0.0015652 0.000862179 0.000162401 0.000960266 0.000157892 0.00104932 0.000477187 -0.000606465 0.00120675 0.000540074 1.0015e-05 0.00127551 0.00133695 0.00137375 0.00104538 0.000734021 0.00116764 0.00131198 0.00153752 0.000457477
internal_weight=0 2920 684 627 121 506 2236 275 1961 196 1765 381 131 1384 217 138 1326 1264 452 250 142 374 322 136 114
internal_count=2973 2920 684 627 121 506 2236 275 1961 196 1765 381 131 1384 217 138 1326 1264 452 250 142 374 322 136 114
is_linear=0
shrinkage=0.0084612


Tree=1529
num_leaves=13
num_cat=0
split_feature=1 149 15 1443 0 376 48 1 0 48 1 3
split_gain=3.13207 4.0008 3.78775 3.00393 2.19244 2.14393 2.34827 3.81771 3.83992 2.5138 1.98419 1.86929
threshold=0.13699000000000003 0.079475000000000004 -0.43091499999999999 0.087980000000000017 -0.041534999999999996 0.085090000000000013 0.10866500000000003 0.11883500000000001 -0.067434999999999981 0.10168500000000001 0.108865 -0.0037099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -4 6 7 9 -9 11 -8 -1
right_child=2 -3 4 -5 -6 -7 10 8 -10 -11 -12 -13
leaf_value=0.00071427021875061412 0.0013597485156444256 0.0026924646697727593 -0.00011397095806495447 -0.0010336643076028387 -0.0022492253379658112 0.0021726799246475038 0.00088390090360162502 -0.0021873522497386729 0.00061103589005020846 -0.00086214317648771073 0.0028408728103599826 0.0013812201841692782
leaf_weight=2048 55 63 62 55 52 63 67 53 63 55 56 281
leaf_count=2048 55 63 62 55 52 63 67 53 63 55 56 281
internal_value=0 0.000782562 -0.000291359 0.000738635 -0.00108866 0.000774956 0.000741353 0.000690438 -0.000666833 0.000756514 0.00177555 0.000794775
internal_weight=0 2804 169 2741 114 2686 2623 2500 116 2384 123 2329
internal_count=2973 2804 169 2741 114 2686 2623 2500 116 2384 123 2329
is_linear=0
shrinkage=0.00766357


Tree=1530
num_leaves=17
num_cat=0
split_feature=44 3 157 43 49 15 51 43 3 48 474 43 1443 1447 48 4
split_gain=3.51203 3.60156 5.71246 3.8659 2.7377 3.75387 1.93222 2.66599 2.93452 2.92455 1.91301 1.9554 1.85209 2.53178 1.87967 2.34778
threshold=0.081710000000000019 -0.046079999999999989 -0.079594999999999985 -0.116045 -0.078789999999999985 -0.042209999999999991 0.10876000000000001 1.0000000180025095e-35 -0.01223 0.095850000000000005 0.088510000000000019 -0.081354999999999983 1.0000000180025095e-35 -0.085709999999999995 0.10690000000000001 0.40052000000000004
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 7 8 -5 -10 12 -12 13 -6 15 -15
right_child=-2 2 3 6 10 -7 -8 -9 9 -11 11 -13 -14 14 -16 -17
leaf_value=-0.0025429727082087196 0.003109217914754661 -0.003017455270045738 0.0026853785277462339 -0.0022198441118838584 0.0027101272491733188 0.00081722769257261158 0.0017081202641519807 0.0013198844812217867 0.00023550988619785892 -0.002096021299878108 0.0031157531002236811 0.00086883524960939163 -0.0009687261699483766 0.00077634073457663795 0.0022980029212264388 -0.0011209182688882871
leaf_weight=54 53 55 56 75 66 75 58 96 332 60 70 77 55 1623 73 64
leaf_count=54 53 55 56 75 66 75 58 96 332 60 70 77 55 1623 73 64
internal_value=0 0.00058395 -4.98873e-06 0.000239593 0.00078386 -0.000588564 1.88721e-05 -0.000154969 -0.000458373 -0.000121092 0.000871211 0.0019395 0.000787669 0.000840629 0.000770464 0.000704303
internal_weight=0 2889 732 677 2157 129 621 563 467 392 2028 147 1881 1826 1760 1687
internal_count=2942 2889 732 677 2157 129 621 563 467 392 2028 147 1881 1826 1760 1687
is_linear=0
shrinkage=0.00971926


Tree=1531
num_leaves=31
num_cat=0
split_feature=1 1 457 10 4 124 159 2 4 13 158 1 4 49 13 1 132 1446 4 4 43 13 13 2 130 4 484 401 4 403
split_gain=170.483 33.5694 30.0261 23.3246 13.4125 12.7205 10.1451 7.71273 7.63034 6.03856 5.52412 5.23829 4.93961 4.73771 3.97543 4.46437 3.93657 2.49616 2.31583 2.07369 4.87781 1.97141 1.93036 1.90266 1.86367 1.86305 1.55792 1.98889 0.922173 0.436263
threshold=0.11690500000000002 0.09518500000000002 0.048350000000000011 -0.088499999999999981 0.27644500000000005 -1.0000000180025095e-35 0.0089800000000000019 0.11891500000000001 0.043640000000000005 -0.077504999999999977 0.085110000000000005 0.13699000000000003 0.24814500000000003 -0.032374999999999994 0.076825000000000018 0.10471000000000001 -0.014954999999999998 0.037915000000000011 -0.008114999999999999 -0.082274999999999987 -0.083134999999999987 -0.0025349999999999995 -0.085349999999999995 0.088135000000000005 0.087285000000000015 0.064860000000000015 -0.084839999999999985 0.083100000000000021 0.19778000000000004 -0.082419999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 -2 7 -3 12 -5 9 17 25 -6 14 -11 15 -7 24 18 26 20 -18 -21 -19 -20 29 -10 -1 -28 -27 -15
right_child=3 2 -4 4 11 6 -8 -9 10 13 -12 -13 -14 16 -16 -17 19 22 23 21 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=0.0035154845571391032 2.2730166207434596e-05 0.0016353921434226302 0.0012115253191097033 0.0025101935796024467 0.001543458609253021 0.0032683552286323064 0.0019110303133690809 0.001452259248234574 0.0022053569954001541 0.0024242631871559278 0.0033044304517591181 0.00076511342423099277 0.0024014015185922018 0.0034257780852973369 0.0036301780215150254 0.0024851748517893428 0.0027956913823722188 0.0038355566309917636 0.00327529702026778 0.0030353292582209639 0.0033563616941888687 0.0027174160210780176 0.0032995045941806734 0.0037867983094965387 0.0030958378358475489 0.0028345734670544051 0.0030107802072118217 0.0034023298817425639 0.0024404711825020487 0.0037319209888549759
leaf_weight=56 61 53 90 91 93 103 52 62 63 65 67 92 56 55 70 63 139 75 103 230 208 195 71 64 75 87 308 91 52 52
leaf_count=56 61 53 90 91 93 103 52 62 63 65 67 92 56 55 70 63 139 75 103 230 208 195 71 64 75 87 308 91 52 52
internal_value=0 0.00296256 0.0024169 0.00133806 0.00157537 0.0026901 0.00285253 0.00208165 0.00309179 0.00314649 0.00272833 0.00115652 0.00302011 0.0030296 0.00316682 0.00297127 0.00307082 0.00330155 0.00323731 0.00299847 0.00313184 0.00288952 0.00357504 0.00347147 0.00337755 0.00253712 0.00315132 0.00310014 0.00268732 0.00357479
internal_weight=0 2543 487 399 338 397 344 153 2056 1787 269 185 292 1019 236 166 954 768 622 772 347 425 146 167 182 202 455 399 139 107
internal_count=2942 2543 487 399 338 397 344 153 2056 1787 269 185 292 1019 236 166 954 768 622 772 347 425 146 167 182 202 455 399 139 107
is_linear=0
shrinkage=0.00231039


Tree=1532
num_leaves=17
num_cat=0
split_feature=106 45 0 11 484 3 1 1 0 12 16 13 49 484 49 3
split_gain=4.6736 3.42949 2.74943 4.75589 2.78182 2.55245 6.69266 4.04389 3.58389 5.42154 2.5044 5.33761 2.75913 2.17121 1.38379 1.2204
threshold=0.085650000000000018 1.0000000180025095e-35 -0.13619499999999998 1.0000000180025095e-35 -0.084839999999999985 -0.11151499999999999 0.10373000000000002 0.077845000000000011 0.064400000000000013 -0.11319999999999998 -0.47730499999999992 -0.017354999999999999 -1.0000000180025095e-35 -0.063239999999999991 -0.0037099999999999998 -0.081864999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 14 6 7 -6 9 -7 -1 -12 -13 -11 -4 -16
right_child=-2 -3 4 -5 5 8 -8 -9 -10 13 11 12 -14 -15 15 -17
leaf_value=0.00046154108665696729 -0.0015947485901896313 0.0025796117241432309 0.0025142183506272711 0.0016303571221473361 5.1395926428990148e-05 0.003221696461912229 0.0014123675154899722 -0.0025236082591597619 -0.0013477107052480833 -0.0003498382229684865 -0.0032125085482638868 0.00080046371555269659 -0.0015157628125696061 0.0007314538617079324 0.0018272035327003124 0.00037592460201110706
leaf_weight=96 60 53 62 78 76 52 99 73 52 121 52 70 57 1799 72 70
leaf_count=96 60 53 62 78 76 52 99 73 52 121 52 70 57 1799 72 70
internal_value=0 0.000609112 0.000572166 -7.30135e-05 0.000664182 0.000585612 -0.000162605 -0.00120962 0.000677331 0.000730772 -0.000556455 -0.00110289 -0.000238445 0.000663266 0.00153883 0.00111237
internal_weight=0 2882 2829 353 2476 2272 248 149 2024 1972 275 179 127 1920 204 142
internal_count=2942 2882 2829 353 2476 2272 248 149 2024 1972 275 179 127 1920 204 142
is_linear=0
shrinkage=0.00781684


Tree=1533
num_leaves=25
num_cat=0
split_feature=4 3 1 1 156 14 47 457 2 12 2 3 43 13 151 14 2 1 1 43 12 3 133 52
split_gain=388.173 117.453 44.9536 18.0043 16.1239 14.2458 13.1323 12.3604 9.28486 8.93219 8.24705 7.19198 6.87789 9.1548 6.71149 6.03551 5.78477 5.3556 4.50306 4.18422 3.77855 2.49125 1.91924 1.16176
threshold=0.31392000000000003 -0.064349999999999991 0.10373000000000002 0.12040000000000002 0.094245000000000009 0.073890000000000011 0.10280000000000002 0.083995000000000014 0.091290000000000024 0.087325000000000014 0.10869000000000002 -0.12077499999999998 0.021175000000000003 -0.0025349999999999995 -1.0000000180025095e-35 -0.41128499999999996 -0.018734999999999998 0.11156000000000001 0.089175000000000018 -0.11366999999999998 0.083815000000000014 -0.14539499999999997 0.089325000000000015 -0.059794999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 14 7 8 10 12 11 -10 -4 -1 13 -3 -2 -5 -17 20 -15 -11 -13 -21 -22 -23
right_child=3 2 6 15 -6 -7 -8 -9 9 19 -12 17 -14 18 -16 16 -18 -19 -20 21 22 23 -24 -25
leaf_value=0.0024916331207168177 0.00047520402180210289 0.0018032651284712036 0.0016091770536241906 0.00062134808515509725 0.0035864374236329495 0.0040563125122085016 0.0022615888221546973 0.001491336236072967 0.0021114771456087937 0.0023961734277373947 0.0007079083891210399 0.0036489646673708962 0.0030874406334255537 0.0023797948379622831 0.0014571496492716972 0.00031088132694768073 -0.00055932259158260193 0.0026543079784654474 0.0031531332372168471 0.0034366706009956202 0.0032650614349095165 0.0027829806037473382 0.0030478181585242821 0.0030377762089371114
leaf_weight=62 53 84 79 53 54 70 56 60 61 52 102 99 74 86 72 56 83 69 54 57 881 112 228 285
leaf_count=62 53 84 79 53 54 70 56 60 61 52 102 99 74 86 72 56 83 69 54 57 881 112 228 285
internal_value=0 0.00287445 0.00210198 0.000422909 0.00251975 0.00312814 0.00137563 0.00235879 0.00309405 0.00286921 0.0011014 0.00318924 0.00253337 0.00235023 0.00104098 2.04012e-05 -0.000208576 0.00322309 0.00267824 0.00296051 0.00325556 0.0030251 0.00322042 0.00296595
internal_weight=0 2625 649 317 412 1976 237 358 1906 567 181 1339 298 224 125 192 139 1277 140 506 1208 454 1109 397
internal_count=2942 2625 649 317 412 1976 237 358 1906 567 181 1339 298 224 125 192 139 1277 140 506 1208 454 1109 397
is_linear=0
shrinkage=0.00209259


Tree=1534
num_leaves=24
num_cat=0
split_feature=10 10 96 482 4 13 158 50 16 1 2 16 51 2 133 4 4 2 16 3 13 1 16
split_gain=3.69248 5.11777 3.76897 2.34584 2.1222 2.69529 1.93326 2.13696 2.61362 3.54118 6.72797 2.74236 1.96577 2.58203 2.28388 1.73649 1.7669 1.50495 0.911176 0.847442 0.701154 0.531158 1.33312
threshold=-1.0000000180025095e-35 -0.16262499999999996 0.08265500000000002 0.11745500000000002 0.31392000000000003 1.0000000180025095e-35 0.085110000000000005 0.077920000000000003 0.51343500000000009 0.077375000000000013 0.083525000000000002 0.18879500000000002 0.11515500000000002 0.095465000000000008 0.087615000000000012 0.42642000000000008 0.51395000000000002 0.087245000000000003 -0.16153499999999996 -0.070619999999999988 -0.052124999999999998 0.089680000000000024 -0.017744999999999997
decision_type=2 2 2 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 15 7 8 9 11 -11 -2 14 -14 17 -6 -17 -9 -8 -10 -16 22 -20
right_child=3 2 -4 -5 5 -7 18 12 19 10 -12 -13 13 -15 20 16 -18 -19 21 -21 -22 -23 -24
leaf_value=0.0014324182665409601 0.00091966013450471974 -0.0034814373893830436 -4.0352480830266779e-05 0.0027154451152090241 -0.00076968113441112864 -0.0018921662282354447 0.0026672270903449666 0.0017139242019121113 0.0012620564778957797 0.0011154970311494498 -0.0011592382252907857 -0.0006482481944174494 -0.0012747762826678536 0.0013954579336187356 3.6158967248174867e-05 0.0021004238537884377 -2.596636411231372e-05 0.0033619017783220479 0.00054928691468054502 0.002714661329947402 0.0013989872676702286 0.00062789577838077786 0.00247655658767818
leaf_weight=66 1015 55 52 53 65 52 55 198 97 190 256 103 52 73 75 67 64 61 52 52 55 62 72
leaf_count=66 1015 55 52 53 65 52 55 198 97 190 256 103 52 73 75 67 64 61 52 52 55 62 72
internal_value=0 -0.000572473 -0.00181005 0.000806415 0.000769126 -3.81175e-05 0.000850283 0.000765876 0.000610359 0.000499851 -0.000189961 0.000775123 0.00128397 0.000283858 0.0016051 0.000453274 0.00106083 0.00210244 0.00162986 0.00176966 0.000613492 0.00132258 0.00166914
internal_weight=0 173 107 2769 2716 248 2468 2227 1713 1564 446 1118 514 125 389 196 131 259 241 149 130 186 124
internal_count=2942 173 107 2769 2716 248 2468 2227 1713 1564 446 1118 514 125 389 196 131 259 241 149 130 186 124
is_linear=0
shrinkage=0.00915867


Tree=1535
num_leaves=14
num_cat=0
split_feature=480 48 51 158 48 52 457 13 13 131 4 1 4
split_gain=3.1761 2.5441 3.23861 2.76772 2.1046 2.31926 3.36483 1.91403 2.29787 2.55464 1.57265 1.34488 1.05909
threshold=-1.0000000180025095e-35 0.12036500000000001 0.14431500000000003 -0.45783499999999994 0.085040000000000018 1.0000000180025095e-35 0.084620000000000015 0.25137000000000004 -0.0059899999999999997 0.095100000000000018 0.032770000000000001 0.10818500000000002 0.028075000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 6 11 8 9 -5 -10 -6 -3
right_child=1 12 -4 4 5 -7 -8 -9 10 -11 -12 -13 -14
leaf_value=-0.00074585056876263556 -0.00087450018133083116 0.00026553478219812712 0.0021526578342796242 0.00035464117777206817 0.00090483003828526203 0.00208152262751542 -0.00069194611305155784 -0.00046676671428259783 0.00075393124543880036 0.0013433549939476346 0.0015533225111930529 0.0022011606278523397 -0.0010905485597710845
leaf_weight=92 63 60 74 1325 175 102 61 89 470 152 177 55 60
leaf_count=92 63 60 74 1325 175 102 61 89 470 152 177 55 60
internal_value=0 0.000616961 0.000661998 0.000620639 0.000656814 0.001144 0.000815122 0.000570261 0.000613751 0.000456443 0.00097274 0.00121516 -0.000411864
internal_weight=0 2863 2743 2669 2606 393 291 2213 2124 1477 647 230 120
internal_count=2955 2863 2743 2669 2606 393 291 2213 2124 1477 647 230 120
is_linear=0
shrinkage=0.00722155


Tree=1536
num_leaves=11
num_cat=0
split_feature=49 40 159 50 2 3 41 2 49 51
split_gain=3.23824 3.00827 2.66114 2.45375 4.55404 3.77077 1.86689 2.29803 1.81769 1.41262
threshold=-0.14305499999999996 -0.097089999999999982 0.13145000000000004 -0.041284999999999995 0.15000000000000002 0.3148450000000001 0.085175000000000015 0.11366500000000002 -0.23648999999999995 -0.40775499999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 9 5 6 7 -5 -1 -3
right_child=1 2 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=0.00030217795058529688 0.0024323717838979119 0.00030536504189042542 -0.00098125207214525001 0.00064929980869583924 0.0025054035683362104 -0.0015196949453772919 0.0017388117227356741 -0.00013668777576106436 -0.0016784067900701429 -0.001515606746458033
leaf_weight=52 52 52 69 2148 76 52 86 254 62 52
leaf_count=52 52 52 69 2148 76 52 86 254 62 52
internal_value=0 0.000569076 0.000534306 0.000572783 0.000619611 0.000563153 0.000606718 0.000566151 -0.00077425 -0.000604318
internal_weight=0 2841 2789 2720 2616 2540 2488 2402 114 104
internal_count=2955 2841 2789 2720 2616 2540 2488 2402 114 104
is_linear=0
shrinkage=0.00781684


Tree=1537
num_leaves=16
num_cat=0
split_feature=1186 16 148 48 0 1375 9 130 157 48 4 481 13 41 11
split_gain=1.62683 1.98157 3.48128 3.8968 3.01182 2.7855 2.81367 2.54444 2.68073 3.7886 3.96817 2.03074 1.65552 1.5386 0.427813
threshold=0.084620000000000015 0.0048000000000000013 -0.082084999999999977 -0.035574999999999989 -0.11073999999999999 -0.089714999999999975 -0.01257 0.091285000000000019 -0.21450999999999998 0.092105000000000006 -0.42305999999999994 0.001825 0.053700000000000005 0.085175000000000015 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 -4 -3 -5 -7 8 -6 10 14 13 -12 -8 -10
right_child=-2 4 3 5 7 6 11 -9 9 -11 12 -13 -14 -15 -16
leaf_value=0.0023845151896232141 0.0016224120736428266 0.0018811244660427728 -0.0013453851740812012 0.0021372132995762009 0.0014908073452654189 0.0023089391716223841 0.00034523709699993182 0.0014838283300963109 0.00071122937827372285 -0.0020948148999935835 -0.00033270299606670648 0.0020264289558371076 -0.0018538648894362256 0.0015281988371339224 0.0016692261993942737
leaf_weight=66 76 56 74 71 55 55 1711 63 77 75 341 52 55 76 52
leaf_count=66 76 56 74 71 55 55 1711 63 77 75 341 52 55 76 52
internal_value=0 0.000416516 0.0005459 0.000486343 6.45277e-05 0.000555369 0.000496024 -7.70359e-05 -0.000227297 -0.000384935 -0.000140501 0.000441757 -0.000544195 0.000395596 0.00109807
internal_weight=0 2879 2105 2039 774 1965 1894 718 655 600 525 1839 396 1787 129
internal_count=2955 2879 2105 2039 774 1965 1894 718 655 600 525 1839 396 1787 129
is_linear=0
shrinkage=0.00813264


Tree=1538
num_leaves=17
num_cat=0
split_feature=160 49 4 52 4 3 15 48 52 43 43 4 4 4 40 403
split_gain=2.86123 1.92334 2.30058 7.59787 2.87832 2.62927 7.33748 2.30901 2.31738 2.14471 2.64796 3.03578 1.78495 1.45152 1.37276 1.10327
threshold=-0.53327999999999987 -0.14731999999999998 -0.17006499999999999 -0.015539999999999998 -0.12685999999999997 0.081495000000000012 -0.037394999999999991 0.097500000000000017 -0.068039999999999975 0.0055950000000000001 -0.00067499999999999993 -0.0026499999999999996 -0.08076499999999999 -0.4950449999999999 -0.061244999999999994 0.058485000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 13 -4 9 7 8 -7 10 14 -12 -11 -3 -6 -14
right_child=1 2 4 -5 5 6 -8 -9 -10 12 11 -13 15 -15 -16 -17
leaf_value=-0.0010137188411554201 -0.00068503295526916046 0.00079590967346684796 -0.0011815996829849446 0.0032874501461864626 0.0012417373274786093 -0.0005475471074531035 -0.0030936460975399776 -0.0011078085284266122 0.0015792068904416476 -0.0014328358102040745 0.00026492424136793935 0.0025453924460021086 0.00041708496430693565 -0.00090311248557618741 0.00047609313940528514 -0.00080604085257596149
leaf_weight=98 103 88 77 82 182 53 53 55 105 52 66 103 301 57 1419 61
leaf_count=98 103 88 77 82 182 53 53 55 105 52 66 103 301 57 1419 61
internal_value=0 0.000427549 0.000469192 0.00126931 0.000397282 0.00044694 -0.000331521 0.000355353 0.000865242 0.000541793 0.000667513 0.00165532 4.08091e-06 0.000127407 0.000563186 0.000210733
internal_weight=0 2857 2754 227 2527 2450 266 213 158 2184 1770 169 414 145 1601 362
internal_count=2955 2857 2754 227 2527 2450 266 213 158 2184 1770 169 414 145 1601 362
is_linear=0
shrinkage=0.00829529


Tree=1539
num_leaves=16
num_cat=0
split_feature=151 160 160 160 52 150 40 2 50 150 1 2 160 159 151
split_gain=2.02335 2.80894 1.68198 2.47684 3.22024 2.14601 2.03424 2.54082 2.19668 1.76313 1.65922 1.19286 0.983244 1.47179 1.07019
threshold=0.10613500000000002 -0.53327999999999987 -0.076594999999999983 -0.082214999999999983 -0.074359999999999996 0.09833500000000002 -0.08416499999999999 0.15000000000000002 0.11875500000000001 -1.0000000180025095e-35 0.11392000000000001 0.11203000000000002 -0.21110499999999996 -0.094234999999999985 -0.087534999999999988
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 -4 8 9 -8 12 -7 13 -6 -14
right_child=-2 2 5 -5 10 11 7 -9 -10 -11 -12 -13 14 -15 -16
leaf_value=-0.0012269159194770415 0.001972714491027568 -0.0015319198369875282 -0.00098524638594594551 0.0021166833483522549 0.0013736497796403633 -8.6442684336604769e-05 0.0017810926267398772 0.0022046914548244619 -0.0011457980279997891 0.00032863465382434109 -0.00052955632496288628 -0.0019813597303514727 0.00044530198639887257 -0.00030612877895082509 0.0019736109523383052
leaf_weight=96 63 56 96 100 90 59 73 62 82 1790 66 53 55 85 129
leaf_count=96 63 56 96 100 90 59 73 62 82 1790 66 53 55 85 129
internal_value=0 0.000313265 0.000366181 0.000804862 0.000531931 0.00025107 0.000316894 0.000379227 0.000320987 0.0003856 0.000804104 -0.000984018 0.00104956 0.000557199 0.00151731
internal_weight=0 2892 2796 581 481 2215 2103 2007 1945 1863 425 112 359 175 184
internal_count=2955 2892 2796 581 481 2215 2103 2007 1945 1863 425 112 359 175 184
is_linear=0
shrinkage=0.00915867


Tree=1540
num_leaves=11
num_cat=0
split_feature=2 1443 1375 484 39 474 2 51 41 150
split_gain=7.27731 2.50551 1.94224 1.80962 1.65101 1.70831 2.86674 2.44243 1.6913 1.7396
threshold=0.17990500000000001 0.084655000000000022 -0.10702499999999998 0.12441000000000001 -0.0091949999999999983 0.085475000000000009 0.085955000000000018 -0.023999999999999997 0.088645000000000015 0.11890000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 8 -7 -8 9 -6
right_child=-2 -3 3 -5 5 6 7 -9 -10 -11
leaf_value=-0.0012815344573218037 -0.0029911214214434238 0.0019222683946775235 0.0016733770246209929 0.0015584122171016794 0.00014662910786903281 -0.0005010751585422282 0.0021907836042285114 -7.7747380234110893e-05 -0.0012437330561851185 0.0017042396828815848
leaf_weight=62 53 72 62 85 2229 78 125 52 66 57
leaf_count=62 53 72 62 85 2229 78 125 52 66 57
internal_value=0 0.000300509 0.00025901 0.000293726 0.000253414 0.000219608 0.000904052 0.00152379 0.000145362 0.000185508
internal_weight=0 2888 2816 2754 2669 2607 255 177 2352 2286
internal_count=2941 2888 2816 2754 2669 2607 255 177 2352 2286
is_linear=0
shrinkage=0.00880303


Tree=1541
num_leaves=16
num_cat=0
split_feature=3 0 148 0 11 474 13 147 0 3 13 41 151 42 0
split_gain=6.74247 3.65935 2.12657 2.57543 3.15093 2.89961 1.93899 2.44417 2.73636 1.71447 2.29791 1.74738 1.39952 2.18859 1.48624
threshold=0.31351000000000001 -0.11167499999999998 -0.086089999999999986 -0.055729999999999995 0.085630000000000026 0.023345000000000001 -0.18997999999999995 0.089430000000000023 -0.23066499999999998 -0.0088549999999999983 -1.0000000180025095e-35 0.082560000000000008 -1.0000000180025095e-35 0.10077000000000001 -0.0058249999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 5 12 -4 8 -8 11 -11 -10 -5 14 -14
right_child=1 -3 3 4 -6 -7 7 -9 9 10 -12 -13 13 -15 -16
leaf_value=-0.0016158741799644724 -0.00037070681789337482 -0.0039511339657654519 0.0020722896842707752 0.0024668011064735932 -0.00077199290932539731 0.0033141579591766373 0.0022047530989091992 -0.0018498155726695857 0.00020406719022228955 -0.0016152470866285077 0.00035304509826382375 0.0018255745759344704 -0.00079549439770271678 0.0022998841271660402 0.00088792029928891835
leaf_weight=53 54 54 52 52 78 61 64 55 1855 113 111 65 80 64 130
leaf_count=53 54 54 52 52 78 61 64 55 1855 113 111 65 80 64 130
internal_value=0 -0.00216188 0.000312344 0.000349142 0.00100927 0.00136855 0.000216502 0.000173814 0.000224268 0.000165101 -0.000639425 0.000259016 0.00100417 0.000726214 0.000246125
internal_weight=0 108 2833 2780 465 387 2315 2263 2208 2144 224 1920 326 274 210
internal_count=2941 108 2833 2780 465 387 2315 2263 2208 2144 224 1920 326 274 210
is_linear=0
shrinkage=0.00971926


Tree=1542
num_leaves=27
num_cat=0
split_feature=1 1 12 39 10 12 2 1 151 12 14 3 1 47 1 42 150 43 50 3 43 40 42 131 1 131
split_gain=296.738 56.4985 35.4723 23.1521 20.9817 23.6369 15.0792 10.2601 6.28082 6.04013 4.46388 3.79094 6.68271 3.7554 6.20179 3.72829 3.16332 3.31503 3.98442 3.20067 2.87188 2.20025 2.00405 2.70297 1.1376 1.03907
threshold=0.10661000000000002 0.13074500000000003 0.085075000000000026 0.082115000000000007 -0.063134999999999983 -1.0000000180025095e-35 0.08895500000000002 0.092900000000000024 -0.086249999999999979 0.11819000000000002 0.073890000000000011 0.091085000000000013 1.0000000180025095e-35 1.0000000180025095e-35 0.11215000000000001 0.09087000000000002 0.086870000000000017 -0.033049999999999989 0.10786000000000001 -0.091894999999999991 -0.0071849999999999995 -0.039379999999999991 0.088060000000000013 0.021890000000000003 0.11805500000000001 0.090030000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 6 -3 21 10 -5 -8 11 16 12 20 14 -2 -4 17 22 19 -19 -10 -6 23 -1 -16 -24
right_child=1 4 15 7 5 -7 8 -9 9 -11 -12 -13 -14 -15 24 -17 -18 18 -20 -21 -22 -23 25 -25 -26 -27
leaf_value=0.0034267202325546464 0.00085307938724648159 -0.00049922947175285511 0.0033885247384369934 0.0031084297550210737 0.00075338212010201333 0.0020562860104514601 0.0025651109394233063 0.0018893158234255308 0.0033993810383632747 0.0026305889712636616 0.0042145807295424506 0.0028769708782100389 0.0039294752721863481 0.0021191085494383062 0.0020069479161673709 0.0026572041683432077 0.0031757495157768594 0.0043256885149842673 0.0031291556939352151 0.003730598459758476 0.0030636037849815943 0.00012498558148912168 0.0030154081812828236 0.0038456810046231717 0.0015296907326226264 0.0034243718463045497
leaf_weight=244 60 52 78 71 61 81 68 71 450 68 60 84 101 55 52 67 93 52 52 477 187 54 61 119 52 71
leaf_count=244 60 52 78 71 61 81 68 71 450 68 60 84 101 55 52 67 93 52 52 477 187 54 61 119 52 71
internal_value=0 0.00161348 0.00218159 0.00338595 0.000779552 0.00111894 0.00344353 0.00249904 0.00323026 0.00328105 0.00360975 0.00333483 0.00338691 0.001606 0.00143377 0.00305077 0.00357869 0.00361349 0.00373011 0.00378914 0.00330085 0.000458519 0.00347656 0.00356413 0.00176855 0.00323556
internal_weight=0 612 364 2329 248 196 2187 142 958 890 1229 822 738 219 164 145 1169 1076 581 529 637 115 495 363 104 132
internal_count=2941 612 364 2329 248 196 2187 142 958 890 1229 822 738 219 164 145 1169 1076 581 529 637 115 495 363 104 132
is_linear=0
shrinkage=0.00226508


Tree=1543
num_leaves=27
num_cat=0
split_feature=4 12 150 12 10 4 0 12 12 16 11 0 0 4 0 12 16 43 12 4 4 16 43 150 4 1213
split_gain=358.146 144.992 41.6681 32.1459 25.5998 23.3121 15.1711 14.6912 13.6769 10.8557 10.7934 10.8015 7.20988 7.13825 5.58483 5.57682 3.34308 3.23727 3.14412 2.40503 2.03167 1.83247 3.75745 1.63186 1.47867 0.926835
threshold=0.31392000000000003 0.056995000000000011 0.084680000000000019 0.13332500000000003 -1.0000000180025095e-35 -0.46195999999999998 -0.15029999999999996 0.093910000000000007 -0.053404999999999987 -0.076029999999999986 1.0000000180025095e-35 -0.10934999999999999 -0.10594499999999998 -0.081334999999999977 -0.071749999999999994 0.096210000000000004 0.19384500000000002 -0.041049999999999996 0.087695000000000009 0.061295000000000009 0.41696500000000003 0.0060400000000000011 -0.066289999999999988 0.087515000000000023 0.0060300000000000015 -0.019864999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 -1 -6 -7 10 14 -8 11 -3 -11 16 -2 20 -9 -4 23 21 -10 25 -23 -13 -20 -15
right_child=8 3 17 -5 5 6 9 13 15 12 -12 18 -14 19 -16 -17 -18 -19 24 -21 -22 22 -24 -25 -26 -27
leaf_value=0.001940834985547773 0.0012076845827554644 0.0037697848938657236 0.0013794469481945692 0.0026520035981632156 0.0051896447366543471 0.0043905790971588412 0.0041017388971519549 0.0054023616222489499 0.0026068990606335374 0.0019743209144682007 0.0056747646752408499 0.0050076770492234373 0.0031533550034713079 0.0047243282870975366 0.00015674164669706247 0.001196751811001421 0.0044937675008629068 0.0022081605371143892 0.0047453889774916403 0.0038227255138857793 0.0019228074362748224 0.0043822475144198467 0.0035271600342764312 0.0045466952556330606 0.0043481213373529571 0.0043503216648516207
leaf_weight=59 97 69 56 54 66 88 55 56 52 53 97 550 105 60 53 52 55 75 540 86 69 97 55 59 74 209
leaf_count=59 97 69 56 54 66 88 55 56 52 53 97 550 105 60 53 52 55 75 540 86 69 97 55 59 74 209
internal_value=0 0.00431585 0.00313786 0.0046342 0.00353256 0.00378838 0.00348103 0.00468751 0.00141185 0.00310513 0.00483618 0.0047732 0.00275803 0.00435333 0.000836537 0.00191052 0.00495241 0.00185411 0.00482979 0.00422212 0.00221703 0.00430364 0.00407302 0.00496306 0.00469756 0.00443385
internal_weight=0 2618 557 2061 426 367 301 2007 323 213 1389 1292 158 618 150 173 111 131 1223 507 121 421 152 609 614 269
internal_count=2941 2618 557 2061 426 367 301 2007 323 213 1389 1292 158 618 150 173 111 131 1223 507 121 421 152 609 614 269
is_linear=0
shrinkage=0.00260187


Tree=1544
num_leaves=21
num_cat=0
split_feature=10 0 1 0 1 16 0 1 133 1 43 43 158 16 1 16 1 158 0 43
split_gain=6.06333 4.38415 2.16342 1.99251 1.81842 2.63593 2.22718 1.76552 1.91252 1.66181 1.65195 2.39091 1.76293 1.57019 2.15873 1.50861 1.23824 1.06319 0.597108 0.567962
threshold=-1.0000000180025095e-35 -0.083694999999999978 0.14195000000000002 -0.055729999999999995 0.095920000000000019 -0.039209999999999995 -0.14385499999999998 1.0000000180025095e-35 0.031880000000000012 0.11860000000000001 0.31405000000000005 0.090280000000000013 0.085110000000000005 0.55657000000000012 0.10471000000000001 -0.093874999999999986 0.11156000000000001 0.10858500000000001 -0.12259499999999998 -0.069134999999999988
decision_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 10 9 -7 8 -5 16 11 12 15 14 -9 -2 18 -14 -6 -8
right_child=2 -3 -4 7 5 6 19 13 -10 -11 -12 -13 17 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00062081741593778223 -6.7936130761534326e-05 -0.0020313300587587141 -0.00073215565213145719 -0.00042530424702260722 2.9091670673375614e-05 -0.0020258564448247273 0.00053906390243006882 0.0028876905502623449 0.0014134428169782576 0.0014909878202802207 -0.00040929959050989533 0.0019394903115443178 0.0020900946819146751 0.00052276084990511801 0.001159589788742723 0.00065957902363600589 -0.0008199804796632967 0.00082996767230347356 0.0011208962748571352 -0.00050800036764828984
leaf_weight=66 211 99 75 75 61 52 55 84 69 90 87 96 79 68 102 1274 56 93 67 82
leaf_count=66 211 99 75 75 61 52 55 84 69 90 87 96 79 68 102 1274 56 93 67 82
internal_value=0 -0.000969955 0.000603061 0.000640169 0.000550073 0.000103224 -0.00062091 0.00116129 0.000455171 0.000603028 0.000662468 0.000715707 0.000644755 0.00156127 0.00194048 0.000556151 0.000168238 0.00140924 0.000601248 -8.70248e-05
internal_weight=0 165 2776 2701 2303 463 189 398 144 274 1840 1753 1657 254 186 1485 184 172 128 137
internal_count=2941 165 2776 2701 2303 463 189 398 144 274 1840 1753 1657 254 186 1485 184 172 128 137
is_linear=0
shrinkage=0.00797318


Tree=1545
num_leaves=18
num_cat=0
split_feature=121 4 0 15 12 3 1429 15 51 15 12 151 1446 3 52 15 15
split_gain=2.22953 2.25036 2.23325 2.107 1.90318 1.74852 1.55648 1.69542 3.01987 3.69372 2.76002 1.54935 1.49113 1.47722 1.25402 1.21199 0.941494
threshold=-0.070209999999999981 0.2642250000000001 -0.23043999999999995 -0.46645999999999993 0.11819000000000002 0.0043700000000000006 -0.089414999999999981 0.039965000000000007 0.089040000000000022 -0.072704999999999978 0.083785000000000012 -0.065369999999999998 0.089150000000000021 0.12478500000000002 0.047345000000000005 0.09295500000000001 -0.40166999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 -3 -4 8 11 -10 15 -8 -12 14 16 -9 -5
right_child=1 3 4 13 -6 -7 7 10 9 -11 12 -13 -14 -15 -16 -17 -18
leaf_value=0.0018670441740010048 0.0019709541549424747 -0.00021564559553392999 0.0017390168201370999 -0.0014206543909427122 -0.00067838891797831569 0.0016871721190342499 0.00085309810157769607 0.0023922271688892995 3.268997001344582e-05 -0.0022260623439425667 0.00044359541281330928 0.00022802823065355297 0.0016882332433423178 -0.0016547926323251176 0.0007233685102224917 0.00087357581436780011 -0.000175236925310578
leaf_weight=58 54 56 53 52 85 53 318 68 151 56 874 758 58 53 55 53 101
leaf_count=58 54 56 53 52 85 53 318 68 151 56 874 758 58 53 55 53 101
internal_value=0 0.000378919 0.000459025 -0.000168184 0.000425992 0.000708842 0.000465319 0.000436387 0.000252913 -0.000577986 0.000659859 0.000412835 0.000521137 -0.000534758 -0.000248979 0.0017277 -0.00059904
internal_weight=0 2898 2528 370 2474 109 2389 2336 1283 207 1053 1076 932 261 208 121 153
internal_count=2956 2898 2528 370 2474 109 2389 2336 1283 207 1053 1076 932 261 208 121 153
is_linear=0
shrinkage=0.0075133


Tree=1546
num_leaves=22
num_cat=0
split_feature=12 2 13 132 13 1 133 160 16 160 1 2 1453 12 12 13 1453 457 2 4 2
split_gain=1.93713 2.21649 3.27307 2.80089 4.59102 2.6536 5.74669 3.09561 3.7021 4.68692 6.39071 2.59291 2.92937 3.52768 1.86799 1.70271 1.11928 1.11603 1.06735 1.54754 1.02862
threshold=-0.22686499999999998 0.086115000000000011 0.11671500000000001 0.079320000000000015 -0.097454999999999986 0.077375000000000013 -1.0000000180025095e-35 -0.15142999999999998 0.12992000000000004 0.084100000000000022 0.100925 -0.0098549999999999974 -0.040249999999999987 0.083815000000000014 0.11819000000000002 -0.0094049999999999984 -0.0067199999999999994 0.079930000000000015 0.11657500000000001 -0.082389999999999977 0.10656
decision_type=2 2 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 14 -7 -8 9 10 -9 15 -13 -14 16 -6 -3 18 19 -18 -10
right_child=1 5 -4 -5 11 6 7 8 20 -11 -12 12 13 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=0.0021442379616549408 0.0034669278840274375 0.0019683880311726783 0.0031497795154912379 -0.0013135364643094712 0.00043608796451121513 -0.0030497122898030683 0.0023309938129515801 -0.0046395229605111854 0.00018637563858700805 0.0013582314135740005 -0.00068271240181750617 -0.001366573565817527 0.0025968589322377788 0.00069190697554086646 -0.0012715180845920596 -0.0018176382534886464 0.0012545792808967382 0.0017420985358508247 0.0014919602192067737 0.00011351923168105475 0.0018847817117949625
leaf_weight=68 61 56 56 70 69 71 53 52 68 78 212 58 118 633 59 68 146 69 85 727 79
leaf_count=68 61 56 56 70 69 71 53 52 68 78 212 58 118 633 59 68 146 69 85 727 79
internal_value=0 0.00041713 0.000765813 0.000641756 0.000777782 0.000191964 -0.000344613 9.54567e-06 -0.000241843 -0.000818854 -0.00146249 0.000604266 0.000822182 0.000991364 0.000480081 -0.000681762 0.000575605 0.000499554 0.000409947 0.000304473 0.00109986
internal_weight=0 2888 1133 1077 1007 1755 613 542 489 342 264 946 809 751 1142 137 1083 1027 958 873 147
internal_count=2956 2888 1133 1077 1007 1755 613 542 489 342 264 946 809 751 1142 137 1083 1027 958 873 147
is_linear=0
shrinkage=0.0101119


Tree=1547
num_leaves=27
num_cat=0
split_feature=4 1 155 2 2 2 159 1 1 2 15 0 0 4 51 159 159 4 16 15 2 1 4 15 16 0
split_gain=137.812 38.4654 25.8945 18.6308 23.6732 10.0647 8.60066 7.81961 6.89794 5.30426 5.13958 2.65654 2.5955 2.47247 2.044 1.86562 1.86324 1.70311 2.64978 1.98648 1.52447 4.82305 3.02295 1.28295 1.74696 1.25053
threshold=0.31392000000000003 0.10075500000000003 0.10022500000000002 0.10060500000000001 -1.0000000180025095e-35 0.093320000000000014 0.085345000000000018 0.08864000000000001 0.12895500000000001 0.11504500000000002 -0.41725999999999991 -0.06612999999999998 0.048825000000000007 0.010535000000000001 0.0045000000000000014 0.10960000000000002 0.08512500000000002 -0.0040999999999999986 -0.45743999999999996 -0.056634999999999991 0.086115000000000011 0.081315000000000012 -0.0078799999999999981 -0.031624999999999993 -0.07027499999999999 -0.088659999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 11 14 12 9 -2 -10 15 17 -6 -5 16 20 23 -19 -20 22 -22 -1 -7 -25 -18
right_child=8 2 -4 6 13 7 -8 -9 10 -11 -12 -13 -14 -15 -16 -17 25 18 19 -21 21 -23 -24 24 -26 -27
leaf_value=0.0028874275883813568 0.0018880481437559648 0.0010798062554893263 0.0033344139026402664 0.0012780976790409929 0.0031766414265039199 0.0030268154244439522 0.00056709121624868891 0.0018223297949717938 0.0010524921568276539 0.001063675570968539 0.00020280243042847368 0.0024529111685436806 0.0021464138969455992 0.0025584327329902091 0.0018630805561657103 0.0024677164683459415 0.0034409431880385141 0.0029831927675937476 0.0025529341026304699 0.0020370951508760964 0.0028643687768289011 0.0021679510128586039 0.0032809386615375575 0.0030271249244787483 0.0025329979127806145 0.0029562222241548385
leaf_weight=614 68 58 68 52 55 87 57 71 99 98 58 75 54 86 76 52 54 54 144 53 513 57 121 54 120 58
leaf_count=614 68 58 68 52 55 87 57 71 99 98 58 75 54 86 76 52 54 54 144 53 513 57 121 54 120 58
internal_value=0 0.00264724 0.00204565 0.00181737 0.00229858 0.0027719 0.00129961 0.00253202 0.00107944 0.00140152 0.000738748 0.00287085 0.00262101 0.00279975 0.00162562 0.00289218 0.00290774 0.00267101 0.00253677 0.00241428 0.00288348 0.00279477 0.00295224 0.00280002 0.00268649 0.00319014
internal_weight=0 2633 452 384 199 2181 185 637 323 166 157 1544 566 141 128 1469 1417 512 251 197 1305 570 735 261 174 112
internal_count=2956 2633 452 384 199 2181 185 637 323 166 157 1544 566 141 128 1469 1417 512 251 197 1305 570 735 261 174 112
is_linear=0
shrinkage=0.00226508


Tree=1548
num_leaves=30
num_cat=0
split_feature=1 2 16 2 1 2 2 51 40 2 1 1 1 13 50 150 1 13 50 2 50 157 13 2 16 42 16 16 2
split_gain=337.959 56.1359 40.2292 27.7873 15.3637 17.4944 12.541 12.0922 11.69 8.83031 8.75542 8.44688 8.1815 4.65347 4.08485 4.0346 3.86242 3.6186 3.31129 2.97936 3.25862 2.66523 2.62485 2.16079 2.63926 2.07848 1.82684 0.635163 0.205084
threshold=0.10331000000000003 0.12026500000000001 0.24100000000000002 0.093320000000000014 0.12646500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.10532000000000001 -0.012844999999999997 0.12623500000000001 0.092395000000000019 0.13654500000000003 0.089370000000000019 -0.0015099999999999998 0.08568000000000002 0.085595000000000018 0.11617500000000001 -0.11279499999999999 0.11104500000000002 0.085325000000000012 0.081580000000000014 -0.081774999999999987 -1.0000000180025095e-35 0.098655000000000007 0.0044600000000000013 0.090375000000000025 0.19384500000000002 -0.10750499999999999 0.095105000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 -2 11 -5 12 15 -3 23 -7 25 17 -4 -1 19 22 -21 -17 -19 24 28 -12 27 -25 -10
right_child=1 7 16 8 -6 13 -8 -9 9 -11 14 -13 -14 -15 -16 21 -18 18 -20 20 -22 -23 -24 26 -26 -27 -28 -29 -30
leaf_value=0.0046755747206043627 0.0021005261699773708 0.0010670964286617949 0.0040860277085685752 0.0024663417683027447 0.0010014954538197362 0.0011397947521115284 0.0036679198466962109 0.0018199203052280766 0.0037765482875851196 0.0025151051445059056 0.0028757226548856759 1.3902035215370145e-05 0.0028372910693901699 0.0020460838235281859 0.0039100717271814611 0.0039328199919389543 0.0031715540886247066 0.0041186330100607188 0.0034901483030819109 0.0038864779360817878 0.0044315106014800997 0.0031729254502249672 0.0045509583805931619 0.003491224896303183 0.0042682216146076478 0.0035389358443443995 0.003297106284238942 0.0038126026232208959 0.0035538450113526813
leaf_weight=57 61 98 55 77 82 65 62 63 59 52 63 86 78 72 77 61 57 428 63 541 76 52 107 57 73 53 103 122 56
leaf_count=57 61 98 55 77 82 65 62 63 59 52 63 86 78 72 77 61 57 428 63 541 76 52 107 57 73 53 103 122 56
internal_value=0 0.00183344 0.00234524 0.00378264 0.00192741 0.00221933 0.00289081 0.000892625 0.00336686 0.00348238 0.003961 0.000574985 0.00357412 0.00161628 0.00347079 0.00402929 0.00362086 0.00406889 0.0040404 0.00407047 0.00395366 0.00358337 0.00420515 0.00369634 0.00390141 0.00317897 0.00355954 0.00371041 0.00366833
internal_weight=0 701 454 2255 342 260 123 247 677 600 1578 184 548 137 193 1385 112 1272 1215 1152 617 113 535 470 188 116 282 179 115
internal_count=2956 701 454 2255 342 260 123 247 677 600 1578 184 548 137 193 1385 112 1272 1215 1152 617 113 535 470 188 116 282 179 115
is_linear=0
shrinkage=0.0024518


Tree=1549
num_leaves=19
num_cat=0
split_feature=10 10 2 49 52 133 160 133 1 2 43 51 51 12 43 1375 13 2
split_gain=2.58122 4.61313 1.8406 2.31004 2.14154 2.25158 2.79083 2.56337 2.13096 6.3088 1.78681 1.4256 1.41327 1.33546 1.26442 1.27054 1.24131 0.956731
threshold=-0.16262499999999996 -0.013164999999999998 0.093320000000000014 0.11077500000000003 -0.41694999999999993 0.093570000000000014 0.091625000000000026 0.11524500000000001 0.092845000000000025 0.10697500000000001 -0.46052499999999996 -0.21875499999999998 -0.020969999999999996 0.093910000000000007 -0.14839499999999997 -0.076164999999999997 -0.043279999999999992 0.096780000000000019
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 12 6 8 -7 17 -10 -3 -12 13 -4 -13 -16 -9 -6
right_child=1 2 4 -5 5 7 -8 16 9 -11 11 14 -14 -15 15 -17 -18 -19
leaf_value=0.0021630113698849441 -0.0016195357401192806 -0.00050802723453444913 0.0025956531679549866 -0.00086891352800271058 -0.00049764200629789153 0.0022080184462188045 0.0014905214230758381 -0.00046099412847245587 -0.0030985078816458409 -0.00014266575235960695 -0.00032579078808698126 0.001933883335920643 0.00010452985344016956 0.00090605454882333486 0.0020348561308739911 0.00082060880846816591 0.0011630805320959226 0.00058533244928198676
leaf_weight=66 60 62 52 53 69 67 69 67 55 278 61 74 57 70 57 1477 54 208
leaf_count=66 60 62 52 53 69 67 69 67 55 278 61 74 57 70 57 1477 54 208
internal_value=0 0.000567825 0.00061423 0.000769969 0.00034853 0.000184488 -2.91917e-05 0.000956686 -0.000201233 -0.000631124 0.000820198 0.00086959 0.0011426 0.00162691 0.00091499 0.000865783 0.000263096 0.000315259
internal_weight=0 2890 2830 1784 1046 867 679 188 610 333 1731 1669 179 122 1608 1534 121 277
internal_count=2956 2890 2830 1784 1046 867 679 188 610 333 1731 1669 179 122 1608 1534 121 277
is_linear=0
shrinkage=0.00797318


Tree=1550
num_leaves=9
num_cat=0
split_feature=12 38 0 0 12 47 10 0
split_gain=3.29964 2.99957 2.43577 2.46471 2.29647 2.3741 3.5603 2.81732
threshold=0.14472000000000004 0.084445000000000006 -0.25490999999999991 -0.22745499999999999 0.11984500000000002 0.118245 -0.013164999999999998 0.12503500000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 -8
right_child=-2 -3 3 4 -6 -7 7 -9
leaf_value=0.0022390949374737333 -0.0012407791005487991 -0.0011836311918286817 -0.0009588272722595917 -0.0010527091362385239 0.0022266271260391558 0.0017337193231187725 0.0005015915542942262 0.0022370112092370388
leaf_weight=54 69 64 69 92 52 101 2419 61
leaf_count=54 69 64 69 92 52 101 2419 61
internal_value=0 0.000522985 0.000561366 0.00052891 0.000566612 0.000534287 0.000487153 0.000544312
internal_weight=0 2912 2848 2794 2725 2673 2572 2480
internal_count=2981 2912 2848 2794 2725 2673 2572 2480
is_linear=0
shrinkage=0.00797318


Tree=1551
num_leaves=19
num_cat=0
split_feature=0 45 42 2 160 1455 2 52 52 52 12 157 2 13 132 52 0 48
split_gain=3.38751 2.83226 1.88116 4.15259 2.7434 2.47287 2.8371 2.71798 2.61881 2.08582 2.81459 1.61861 1.32091 2.61204 1.56968 1.30981 1.30679 1.26622
threshold=0.15312500000000004 0.08179500000000002 0.085585000000000008 -0.10238999999999998 -0.53492499999999987 0.084775000000000017 0.083185000000000023 -0.51296999999999993 -0.078529999999999975 0.053330000000000009 0.081320000000000017 -0.084749999999999978 0.086625000000000021 -0.095139999999999988 0.081055000000000016 0.08869500000000001 0.121355 0.088875000000000023
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 6 9 16 -9 10 -5 -6 13 -13 17 -15 -8 -14
right_child=-2 -3 4 5 11 -7 7 8 -10 -11 -12 12 14 15 -16 -17 -18 -19
leaf_value=-0.0017044135058783424 -0.0014403428828464232 0.0020163474089461555 -0.00088282137252975487 0.0023004717340197644 -0.00045094082769868752 -0.0010128202539586798 0.0018136888994529413 -0.00058609416864632629 0.00026628562096116823 -0.00030708151128768548 0.00068230800602415195 0.0026036325299169613 0.00054387977305797065 0.0010864954695707424 0.0016466664073240974 0.00012086384538129554 0.00030026420579418905 -0.00046399502893693226
leaf_weight=59 55 58 64 91 64 76 77 252 873 56 163 52 435 313 60 101 52 80
leaf_count=59 55 58 64 91 64 76 77 252 873 56 163 52 435 313 60 101 52 80
internal_value=0 0.000404521 0.000371897 0.000215343 0.000599363 0.000284455 0.000347544 0.000191482 7.52826e-05 0.000978589 0.00126235 0.00068528 0.00075521 0.00104684 0.000518727 0.000851109 0.00120424 0.000387164
internal_weight=0 2926 2868 1699 1169 1640 1564 1254 1125 310 254 1105 1041 466 575 414 129 515
internal_count=2981 2926 2868 1699 1169 1640 1564 1254 1125 310 254 1105 1041 466 575 414 129 515
is_linear=0
shrinkage=0.00736598


Tree=1552
num_leaves=32
num_cat=0
split_feature=12 2 2 9 2 2 150 2 2 12 3 3 48 12 2 2 50 131 2 133 133 3 3 133 457 12 3 2 3 3 133
split_gain=172.895 98.0104 33.8747 32.8614 32.2096 50.9626 16.3793 10.583 10.4009 8.07365 11.8763 7.48279 6.95734 5.76728 3.88156 3.05107 5.60972 3.74039 2.89476 2.70681 2.35177 2.20721 3.01602 1.95346 1.75446 1.57622 1.36574 0.854209 0.555869 0.524914 0.473861
threshold=0.056995000000000011 0.13631000000000001 0.14808000000000002 -1.0000000180025095e-35 -0.10238999999999998 0.092250000000000013 1.0000000180025095e-35 0.10179000000000001 0.11523000000000001 0.092755000000000018 -0.14539499999999997 0.084670000000000009 0.08035500000000001 -1.0000000180025095e-35 0.12933000000000003 0.087495000000000003 0.077920000000000003 0.085925000000000015 0.08895500000000002 0.031880000000000012 0.084675000000000014 -0.23098999999999997 -0.085674999999999987 0.070495000000000016 0.083585000000000007 0.096780000000000019 -0.07908999999999998 0.096435000000000007 -0.078254999999999977 -0.085324999999999984 0.090255000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 -1 -5 11 8 9 13 10 -2 -6 21 -7 -10 16 17 -11 19 26 -21 -9 -23 -20 -8 -24 -12 29 -18 -17 -25
right_child=1 -3 -4 4 5 6 24 12 14 15 18 -13 -14 -15 -16 27 28 -19 23 20 -22 22 25 30 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0012994498969010595 0.0051612849080303249 0.001113145592062928 0.0010872674873455923 0.0010921090077450329 0.0049206443015190927 0.0028478338040549278 0.001482691370590419 0.0042102867973591133 0.0019471389586831808 0.0030117008593956406 0.0043775143677917319 0.0038398742203323163 0.0027829476685510921 0.0038012085398076803 0.0027990983367263281 0.0043566094433033923 0.0039367799107406041 0.0037408210846985369 0.0036441563394160113 0.003558204211432753 0.0041377417041488836 0.0031568589731969495 0.0041805687079705528 0.0042739839690849246 0.0021320898561854695 0.0036481730452324725 0.004027136029428279 0.0038645089226769045 0.0043039902059136496 0.0040565817939073306 0.0039750889523462252
leaf_weight=85 80 74 85 53 71 71 53 60 57 81 514 93 52 91 82 63 52 98 98 53 275 55 56 63 52 97 83 92 58 102 82
leaf_count=85 80 74 85 53 71 71 53 60 57 81 514 93 52 91 82 63 52 98 98 53 275 55 56 63 52 97 83 92 58 102 82
internal_value=0 0.00394265 0.00257953 0.00275864 0.00295769 0.00313111 0.00265567 0.00404168 0.00295249 0.00411652 0.00422772 0.00430793 0.00362203 0.00338354 0.00244993 0.00386232 0.00368503 0.00341103 0.00416375 0.00422793 0.00404418 0.00378474 0.00366185 0.00391934 0.00180455 0.00384321 0.00432885 0.00406158 0.00413064 0.0041713 0.00410514
internal_weight=0 2188 793 708 623 570 406 2114 301 1794 1248 164 320 162 139 546 289 179 1168 925 328 268 208 243 105 153 597 257 110 165 145
internal_count=2981 2188 793 708 623 570 406 2114 301 1794 1248 164 320 162 139 546 289 179 1168 925 328 268 208 243 105 153 597 257 110 165 145
is_linear=0
shrinkage=0.00250084


Tree=1553
num_leaves=25
num_cat=0
split_feature=1 3 39 4 1 155 1 3 0 16 160 4 1 4 0 3 3 4 39 4 3 4 0 15
split_gain=249.517 55.9589 23.8079 21.5475 17.3057 17.1355 14.6842 12.6278 9.46226 17.5447 9.39804 8.61151 7.83396 7.23382 8.68895 4.83005 4.8028 5.22488 4.60662 8.37452 2.68178 2.57782 1.70933 1.35487
threshold=0.10404000000000001 -0.063264999999999988 0.0047850000000000011 -0.15615999999999999 0.088035000000000016 0.084710000000000021 0.13612500000000002 0.10402500000000002 -0.061204999999999989 0.08215500000000002 -1.0000000180025095e-35 0.41377500000000006 0.081540000000000015 -0.082199999999999981 -0.10998999999999999 0.084670000000000009 -0.029394999999999998 0.053330000000000009 0.087620000000000017 0.032770000000000001 0.3148450000000001 -0.092854999999999979 -0.087359999999999979 -0.052239999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 -3 -4 11 10 8 13 -10 -5 23 -11 14 -1 16 17 -15 19 -12 -8 -16 -23 -2
right_child=1 3 4 6 -6 -7 20 -9 9 12 18 -13 -14 15 21 -17 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=0.0046170379669260297 0.0028124727680319682 0.0025603746849761672 0.0030960864801281946 0.0020197134106643057 0.0012586392791248215 0.003801993532989695 0.00052815663213878023 0.0022153902569078767 0.0019726606177230812 0.0029072240053391141 0.00049995328112267139 0.0013689373785258203 0.0040247766374521196 0.0034187593281033704 0.0030951468870316816 0.0026810196955973143 0.004119139312668333 0.0029601202675168859 0.00041905283561022977 0.0018380589359844647 -0.00016007097067182168 0.0040854714204779973 0.0035891507494363343 0.0022665159607444712
leaf_weight=59 65 52 69 66 60 54 75 60 82 90 54 55 70 1140 58 64 54 181 71 64 67 53 266 52
leaf_count=59 65 52 69 66 60 54 75 60 82 90 54 55 70 1140 58 64 54 181 71 64 67 53 266 52
internal_value=0 0.00155733 0.00328617 0.00104637 0.00224167 0.00257234 0.000847995 0.00334805 0.00338014 0.00291403 0.00120693 0.00218613 0.00339632 0.00344029 0.00372305 0.0033546 0.00338593 0.00335594 0.00092296 0.00122593 0.000203242 0.00358307 0.0036717 0.00257005
internal_weight=0 675 2306 449 129 226 397 2177 2117 242 255 172 160 1875 436 1439 1375 1321 189 118 142 377 319 117
internal_count=2981 675 2306 449 129 226 397 2177 2117 242 255 172 160 1875 436 1439 1375 1321 189 118 142 377 319 117
is_linear=0
shrinkage=0.00250084


Tree=1554
num_leaves=24
num_cat=0
split_feature=1 3 12 4 1 2 1 3 2 160 15 11 41 4 15 3 16 43 4 3 43 12 4
split_gain=221.561 59.1306 33.911 20.8439 19.8422 17.9052 15.7584 13.3629 9.29205 8.38061 6.89642 24.1446 11.3634 8.34329 12.4476 4.31521 3.38588 2.98475 5.74861 2.87315 2.08884 4.41986 1.82906
threshold=0.10404000000000001 -0.049204999999999992 -0.025219999999999996 -0.15615999999999999 0.09258000000000001 0.11504500000000002 0.13612500000000002 0.10402500000000002 0.123795 -0.064339999999999994 0.039965000000000007 1.0000000180025095e-35 0.077300000000000021 -0.42305999999999994 -0.0044499999999999991 0.3148450000000001 -0.06421499999999998 -0.073079999999999992 0.25759000000000004 -0.082094999999999987 0.012835000000000001 0.083785000000000012 -0.079814999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 -3 -1 16 9 8 10 -5 12 20 13 -4 -15 -8 -2 -11 -19 -18 21 -12 -22
right_child=1 3 7 6 -6 -7 15 -9 -10 17 11 -13 -14 14 -16 -17 19 18 -20 -21 22 -23 -24
leaf_value=0.0030421503214841097 0.0027236252515440199 0.0027428633475037878 0.0041897012870278682 0.0022697461415530861 0.0011905429331472584 0.0017884596492406095 0.00084989263305777101 0.0022814320595870271 0.0025512386820941242 0.00078214374860470059 0.0043279736944184192 0.0052668488412662955 0.0023302034773543118 0.003482564745307731 0.0023251581458141142 -2.9704469795381971e-05 0.0038945237900459731 0.00085266754352882447 0.0019094817207390177 0.0031139192384028731 0.0029870089721267873 0.0036151911134606743 0.0035244511611933443
leaf_weight=83 52 52 90 58 60 73 67 53 57 66 57 56 55 838 60 67 54 57 68 61 52 694 151
leaf_count=83 52 52 90 58 60 73 67 53 57 66 57 56 55 838 60 67 54 57 68 61 52 694 151
internal_value=0 0.0018251 0.00342229 0.00128598 0.00226544 0.00280216 0.00108811 0.00349877 0.00352933 0.00145298 0.00355647 0.00370119 0.00341631 0.00347675 0.00340526 0.000409899 0.00324512 0.00120482 0.00142778 0.00348069 0.00360926 0.00366933 0.00338691
internal_weight=0 675 2306 435 143 240 383 2163 2110 249 2053 1010 1043 988 898 134 167 191 125 115 954 751 203
internal_count=2981 675 2306 435 143 240 383 2163 2110 249 2053 1010 1043 988 898 134 167 191 125 115 954 751 203
is_linear=0
shrinkage=0.0024518


Tree=1555
num_leaves=20
num_cat=0
split_feature=4 159 16 4 160 160 159 147 15 0 15 0 4 12 12 483 150 1456 133
split_gain=4.73728 3.03568 5.24188 3.32179 2.55294 3.92034 3.07194 2.63875 3.25935 3.00228 5.82755 3.69338 2.28087 2.18307 1.95255 1.91946 1.66363 1.55925 1.48535
threshold=0.26546000000000003 0.086700000000000013 -0.39761999999999992 0.51367000000000018 0.11262000000000001 0.099280000000000021 -1.0000000180025095e-35 0.086565000000000017 0.11447500000000001 -0.14797999999999997 -0.090324999999999989 -0.13165999999999997 0.42642000000000008 0.086675000000000016 0.095815000000000011 -1.0000000180025095e-35 0.082590000000000011 -0.075249999999999984 0.041800000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 12 -3 5 6 14 8 9 10 -8 -11 16 -6 15 -1 -2 -17 -19
right_child=1 3 -4 -5 13 -7 7 -9 -10 11 -12 -13 -14 -15 -16 17 -18 18 -20
leaf_value=0.0032681296244490331 -0.001742782845705212 0.0022745547989971413 -0.0028521574661688181 -0.00035569603502656695 -0.0013686078044832302 0.0032160837209867458 0.00040822159526582362 0.0026150212014549377 -0.00082131495652920997 -0.0010824637272382057 0.0040965675731441222 0.00083735787612578341 0.0010983287146713791 0.00063807151055265054 0.00050864873711239608 0.00044068014292768367 0.00020433432481426489 0.0025379218625870706 0.00117329313193868
leaf_weight=55 53 65 52 62 55 52 61 53 81 69 53 1657 81 103 87 60 64 118 96
leaf_count=55 53 65 52 62 55 52 61 53 81 69 53 1657 81 103 87 60 64 118 96
internal_value=0 -3.38407e-05 -0.000554203 0.000989812 0.00094144 0.00100626 0.000958148 0.000824209 0.000774755 0.000845064 0.00212374 0.000760559 4.88613e-05 -5.99066e-05 0.00159351 0.00188012 -0.000676951 0.00160119 0.00192616
internal_weight=0 377 250 127 2600 2442 2390 1974 1921 1840 114 1726 198 158 416 329 117 274 214
internal_count=2977 377 250 127 2600 2442 2390 1974 1921 1840 114 1726 198 158 416 329 117 274 214
is_linear=0
shrinkage=0.00813264


Tree=1556
num_leaves=24
num_cat=0
split_feature=1 12 1 12 52 52 0 0 4 12 4 43 1 13 1 12 4 16 0 1 4 16 52
split_gain=135.266 23.0386 19.2989 23.4858 11.7664 13.0352 13.5841 7.87767 6.37767 5.54814 5.54488 5.51311 4.63792 4.24856 3.91016 3.35856 3.5911 3.29616 3.0714 2.59814 2.00993 1.57962 1.84141
threshold=0.10921500000000002 0.056995000000000011 0.13074500000000003 0.089135000000000006 0.053330000000000009 -0.092084999999999986 -0.072374999999999981 -0.23028499999999999 0.51395000000000002 0.082595000000000016 0.046185000000000004 -0.079409999999999994 0.087305000000000008 -0.092984999999999984 0.088395000000000015 0.11697000000000002 -0.4950449999999999 0.026395000000000005 -0.060094999999999989 0.083670000000000008 -0.082804999999999976 -0.45743999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 11 5 12 7 -7 17 -3 15 -2 -1 -13 -9 16 -11 -4 20 21 -18 -12 -23
right_child=2 9 8 -5 -6 6 -8 14 -10 10 19 13 -14 -15 -16 -17 18 -19 -20 -21 -22 22 -24
leaf_value=0.0029824343976560443 0.00045676559103520031 0.0033738685855893842 0.00069094718326607389 0.0025409531807453131 0.0029299561620911791 0.0011214303288809777 0.00047552546545918576 0.0016658795396681273 7.3395116949108083e-05 0.0032846104628181027 0.0027734383908129081 0.00083457489272149019 0.0020463798872675902 0.0017029725198314872 0.0024969809732568646 0.0020934559036424774 0.002872188446086344 0.0014122988660116957 0.0022420411917094493 0.0018320700334388989 0.0026640711560681307 0.002628513894666968 0.0020629068665936534
leaf_weight=63 53 62 103 103 75 59 52 54 69 61 57 53 60 85 84 53 356 57 85 53 1141 57 82
leaf_count=63 53 62 103 103 75 59 52 54 69 61 57 53 60 85 84 53 356 57 85 53 1141 57 82
internal_value=0 0.00255455 0.00120803 0.00161561 0.00206079 0.00188548 0.00156897 0.00185746 0.000684647 0.00266451 0.00264189 0.00111647 0.00252603 0.00136964 0.00217195 0.00269115 0.00271042 0.000948089 0.00268826 0.00230621 0.00271358 0.00243429 0.00229503
internal_weight=0 2454 523 294 447 372 249 197 229 2007 1945 191 123 138 138 1696 1643 160 1582 249 1497 196 139
internal_count=2977 2454 523 294 447 372 249 197 229 2007 1945 191 123 138 138 1696 1643 160 1582 249 1497 196 139
is_linear=0
shrinkage=0.00240373


Tree=1557
num_leaves=14
num_cat=0
split_feature=9 4 4 160 160 1444 1 12 129 4 1204 12 4
split_gain=4.05687 2.59779 2.50544 1.92374 2.24041 2.1617 1.83205 1.57844 1.53994 1.60142 2.29157 1.78828 0.998484
threshold=-1.0000000180025095e-35 0.26546000000000003 0.42642000000000008 0.11262000000000001 0.093380000000000005 -0.077589999999999978 0.12200500000000002 0.086675000000000016 -1.0000000180025095e-35 -0.082804999999999976 -1.0000000180025095e-35 0.085685000000000025 0.31392000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 12 4 5 -2 -4 -5 -7 11 -11 -10 -3
right_child=1 2 6 7 -6 8 -8 -9 9 10 -12 -13 -14
leaf_value=-0.0006747345059298016 0.0021984804127214265 0.00022228698815614145 0.0016772003227458494 -0.00090404452662048323 0.0020316711523819557 -0.00037762308471157993 0.00016505008590635687 0.00056100978837204127 0.0015600544662518411 0.0018039255293158495 0.00063243748113107423 0.00078966973083385416 -0.00089804923064020349
leaf_weight=103 53 62 63 54 75 54 100 103 252 85 1529 344 100
leaf_count=103 53 62 63 54 75 54 100 103 252 85 1529 344 100
internal_value=0 0.000726921 0.000142214 0.000801442 0.000850297 0.000812025 0.000749955 5.66338e-05 0.000779535 0.000807843 0.000694179 0.00111553 -0.000468821
internal_weight=0 2874 325 2549 2392 2317 163 157 2264 2210 1614 596 162
internal_count=2977 2874 325 2549 2392 2317 163 157 2264 2210 1614 596 162
is_linear=0
shrinkage=0.00694113


Tree=1558
num_leaves=16
num_cat=0
split_feature=2 51 16 14 0 2 41 3 3 39 39 51 2 0 16
split_gain=4.6954 2.62901 2.05761 1.9966 2.78949 3.44601 2.58267 2.92294 4.3944 2.2275 2.75847 1.90374 1.59774 1.4425 1.05766
threshold=0.13501500000000002 0.10731500000000001 -0.14239499999999997 -0.10523499999999998 -0.21196999999999996 0.090990000000000015 0.081500000000000017 -0.14186499999999996 -0.18945499999999996 0.089030000000000012 0.10262 0.22315500000000002 -0.007134999999999999 -0.085894999999999985 0.022165000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 -5 7 8 -6 12 -11 13 -9 -3 -4
right_child=2 11 14 4 6 -7 -8 9 -10 10 -12 -13 -14 -15 -16
leaf_value=0.0023210697829833481 0.00050817755004263509 0.0033700302950727358 -0.0021668033160287866 0.0010084423839873274 0.00068276378701361169 -0.0020869994262018273 -0.00078262133643140904 -0.00049072141069278746 0.0035879798483285921 -0.0017797064038301722 0.00097321508230158442 0.00046219946415293603 0.00085257125971189131 0.0014289370794744066 -0.00057077871345624978
leaf_weight=61 95 65 52 52 92 60 80 71 72 59 54 52 1972 55 85
leaf_count=61 95 65 52 52 92 60 80 71 72 59 54 52 1972 55 85
internal_value=0 0.00081726 -0.000486694 0.000746762 0.000708495 -0.000648991 0.000771883 0.000825527 0.0019588 0.000739279 -0.000463319 0.00187131 0.000805842 0.00248115 -0.00117726
internal_weight=0 2745 232 2573 2512 112 2400 2320 164 2156 113 172 2043 120 137
internal_count=2977 2745 232 2573 2512 112 2400 2320 164 2156 113 172 2043 120 137
is_linear=0
shrinkage=0.00880303


Tree=1559
num_leaves=18
num_cat=0
split_feature=2 1444 133 1455 52 456 2 2 16 52 0 133 52 16 159 133 2
split_gain=3.24838 1.74791 1.52415 1.67213 2.09757 1.78227 2.07067 2.23023 1.42374 1.23736 1.04768 0.926674 0.930044 1.26069 0.732801 0.641451 0.496749
threshold=0.13501500000000002 -0.0089749999999999986 -0.010024999999999997 -0.088759999999999992 0.49613000000000007 -1.0000000180025095e-35 0.12250500000000002 0.11504500000000002 -0.14239499999999997 0.10676000000000001 -0.036459999999999992 -0.23060499999999998 -0.089799999999999977 -0.021919999999999999 -0.46628499999999995 -0.07192999999999998 0.092385000000000009
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 5 -5 7 -7 -2 11 -10 16 -13 15 -6 -14 -3
right_child=8 2 3 4 14 6 -8 -9 10 -11 -12 12 13 -15 -16 -17 -18
leaf_value=0.0018249666776447143 0.00038281299976040685 -0.00015969228724658488 -0.00069159893686143086 0.001785926656381725 0.00086687575494119682 0.00041434619610551698 0.001805846262711678 -0.00087631679055467232 -0.00032328117426616055 0.0017902476850630413 -0.0017517215753681907 -6.1503710523199708e-05 0.001188227116143317 0.0021387452862567935 0.0021473533479871797 0.00051496112248499662 0.0007951967981461468
leaf_weight=74 95 88 76 61 53 1555 64 90 83 87 54 52 204 60 62 162 57
leaf_count=74 95 88 76 61 53 1555 64 90 83 87 54 52 204 60 62 162 57
internal_value=0 0.000615667 0.000582132 0.000467437 0.000514213 0.000446351 0.000398487 0.000343681 -0.00036663 0.000898794 -0.000886937 0.000774169 0.000943585 0.00106647 0.00155796 0.000890457 0.000215091
internal_weight=0 2745 2671 1961 1885 1770 1709 1645 232 710 137 623 478 426 115 366 145
internal_count=2977 2745 2671 1961 1885 1770 1709 1645 232 710 137 623 478 426 115 366 145
is_linear=0
shrinkage=0.00797318


Tree=1560
num_leaves=12
num_cat=0
split_feature=4 2 4 48 4 4 48 3 48 4 3
split_gain=4.31545 2.79859 2.22718 2.22882 2.10442 2.53834 2.63131 4.64704 1.55489 0.749516 0.589337
threshold=0.50291500000000011 0.13881000000000002 -0.51323499999999989 -0.087924999999999989 0.41248000000000007 0.27420500000000009 0.10866500000000003 0.10766000000000002 0.10184000000000001 -0.021669999999999998 -0.0005399999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 -1 -4 5 6 7 8 -5 -8 -2
right_child=1 -3 3 4 -6 -7 9 -9 -10 -11 -12
leaf_value=-0.0012758429347282749 -0.00076225140304978488 -0.0028817298452129027 0.0028156910637523146 0.00087832849452057569 0.0026426691830920067 -0.0014173511216624979 0.0013986030412647219 -0.0017425460655286513 -0.0010175388915607264 0.0030574900573472129 0.00078559416560495068
leaf_weight=59 57 59 69 2235 74 62 59 87 53 74 61
leaf_count=59 57 59 69 2235 74 62 59 87 53 74 61
internal_value=0 -0.000935306 0.000827199 0.000872977 0.000822234 0.000769771 0.000823886 0.000739916 0.000834361 0.00232247 3.69158e-05
internal_weight=0 177 2772 2713 2644 2570 2508 2375 2288 133 118
internal_count=2949 177 2772 2713 2644 2570 2508 2375 2288 133 118
is_linear=0
shrinkage=0.0109455


Tree=1561
num_leaves=17
num_cat=0
split_feature=0 4 43 11 12 49 1453 0 0 4 12 48 12 43 52 48
split_gain=3.24601 5.8514 5.37186 2.64884 2.60565 2.45528 2.53009 2.49824 3.9473 1.62872 2.53048 1.6269 2.41262 1.5624 1.19685 1.07147
threshold=-0.00077999999999999999 -0.15366499999999997 -0.079824999999999993 0.079700000000000007 0.093455000000000024 -0.058504999999999995 -0.064559999999999992 -0.22984499999999997 -0.14720499999999997 0.40052000000000004 0.11928500000000002 0.086410000000000015 0.023990000000000004 -0.073079999999999992 -0.088174999999999989 0.090350000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 11 -7 -8 -9 10 -10 12 -1 -11 -4 -13
right_child=1 -3 14 4 -6 6 7 8 9 13 -12 15 -14 -15 -16 -17
leaf_value=0.0036132251723494358 -0.0022734291414555816 -0.0024995296627942456 0.00076547063902141041 0.0036274079936692329 0.00056294595629042795 -0.00115480527317877 0.0023341774948661743 -0.0014692797880208352 0.00059655139857307294 -0.0017797042790325885 0.0026753223113511948 -0.0003994131542024022 0.0010553710874056364 0.00047154554228125546 0.0025872307257672959 0.0014138994868529301
leaf_weight=68 53 96 99 60 54 92 78 100 1777 56 62 56 85 72 59 82
leaf_count=68 53 96 99 60 54 92 78 100 1777 56 62 56 85 72 59 82
internal_value=0 -0.000429676 0.000511547 0.000668652 0.00217677 0.000600601 0.000486869 0.000557331 0.000490228 0.000589902 0.000666694 0.00147452 0.0021929 -0.000512533 0.00144643 0.00067728
internal_weight=0 307 211 2642 114 2528 2237 2145 2067 1967 1839 291 153 128 158 138
internal_count=2949 307 211 2642 114 2528 2237 2145 2067 1967 1839 291 153 128 158 138
is_linear=0
shrinkage=0.0101119


Tree=1562
num_leaves=15
num_cat=0
split_feature=0 33 4 4 12 148 147 0 12 4 4 3 399 151
split_gain=2.25261 4.60799 4.0035 2.39695 1.86246 1.87637 1.95211 1.81314 2.66767 2.42202 4.25728 1.45764 1.26452 1.28124
threshold=0.019150000000000004 0.080895000000000009 -0.17006499999999999 -0.5109999999999999 -0.12305999999999999 -0.077864999999999976 0.088410000000000016 -0.23043999999999995 0.084565000000000015 -0.15366499999999997 -0.019465 -0.24149499999999999 0.091160000000000019 -0.088499999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 6 -6 -7 9 -9 -11 -5 13 -10
right_child=2 -3 -4 11 5 7 -8 8 12 10 -12 -13 -14 -15
leaf_value=0.0016760700278773989 -0.0011483987244470463 0.0028173977595799433 -0.001946959980327567 -0.00022197447995136641 0.00020538275378399444 0.001520713014338447 0.0022747454781594689 0.001511017691127663 0.0015102042903174671 -0.001460036683426208 9.0648695421846522e-05 0.0014572829901154433 0.0014859230086749099 0.00034428744763574198
leaf_weight=73 57 53 74 55 55 79 67 52 65 159 444 90 73 1553
leaf_count=73 57 53 74 55 55 79 67 52 65 159 444 90 73 1553
internal_value=0 0.000443023 -0.000328528 0.000263933 0.000394958 0.000358206 0.00134255 0.000308649 0.000267796 -0.00017275 -0.000318095 0.000819725 0.000438491 0.00039118
internal_weight=0 2673 276 202 2620 2547 122 2425 2346 655 603 145 1691 1618
internal_count=2949 2673 276 202 2620 2547 122 2425 2346 655 603 145 1691 1618
is_linear=0
shrinkage=0.00813264


Tree=1563
num_leaves=27
num_cat=0
split_feature=1 12 1 4 15 48 12 3 4 16 1 4 1 1 151 4 402 402 11 4 402 51 16 16 4 4
split_gain=227.136 51.4993 37.2836 22.8431 12.1365 11.8515 11.8368 6.01472 5.37188 5.3335 4.74312 4.21811 3.88076 8.04653 3.06687 4.3049 3.06606 3.92225 3.4718 2.97582 2.95772 2.36025 2.19143 2.16664 1.64427 1.48587
threshold=0.11829500000000003 0.056995000000000011 0.094775000000000012 0.31392000000000003 -0.40992999999999996 0.088005000000000014 0.10184000000000001 -0.23098999999999997 0.059230000000000012 0.0030150000000000008 0.13699000000000003 0.032770000000000001 0.076160000000000019 0.086005000000000012 -0.082164999999999988 0.022635000000000006 0.089890000000000012 0.08321000000000002 1.0000000180025095e-35 -0.0083549999999999978 0.10893000000000001 0.017990000000000003 0.033280000000000011 -0.11807499999999999 0.24099500000000004 -0.051094999999999995
decision_type=2 2 2 2 2 2 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 10 -2 7 -3 21 14 -5 16 -1 -14 -4 -16 17 18 -9 -15 -18 22 25 24 -13 -8
right_child=3 6 9 4 -6 -7 8 11 -10 -11 -12 23 13 19 15 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0026674757348753362 0.0022949514403554083 0.0040784685514483887 0.0019704381839845998 0.0013045221819199271 -0.00051391263395489536 0.00098067853547841337 0.0030944240914936357 0.0033206395386859654 0.002240648743859739 0.0024280304030582581 0.00040870846321809461 0.0034185878384964102 0.003899631272451133 0.0024310827000762784 0.00089292520330475132 0.0017845864990106335 0.0040348534691048658 0.002672969807259745 0.0039208198522600176 0.00322634271366366 0.0033864025032921802 0.002569517416432411 0.0027283658777110683 0.0026915027740232089 0.0029037712705351354 0.0036189419799081465
leaf_weight=103 87 62 80 66 53 73 82 1169 69 58 71 80 69 52 59 67 73 52 59 58 94 57 56 81 67 52
leaf_count=103 87 62 80 66 53 73 82 1169 69 58 71 80 69 52 59 67 73 52 59 58 94 57 56 81 67 52
internal_value=0 0.00308901 0.00243271 0.00102623 0.000462523 0.00169547 0.00326354 0.00334147 0.00283508 0.00178329 0.000840456 0.00331418 0.00304059 0.00325514 0.00160163 0.00136727 0.00336221 0.00332203 0.0033495 0.00285064 0.00367001 0.00300104 0.00313036 0.00300922 0.00318412 0.00329816
internal_weight=0 2599 546 350 190 160 2053 1737 316 264 137 1675 282 179 206 126 1447 1280 1228 110 167 247 190 228 147 134
internal_count=2949 2599 546 350 190 160 2053 1737 316 264 137 1675 282 179 206 126 1447 1280 1228 110 167 247 190 228 147 134
is_linear=0
shrinkage=0.00240373


Tree=1564
num_leaves=14
num_cat=0
split_feature=9 44 11 376 1 3 3 4 3 150 49 3 4
split_gain=2.38113 1.65949 1.7015 2.22931 2.83872 6.82547 5.78371 2.33264 2.31594 3.01478 2.71715 1.3093 0.401114
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.093845000000000026 0.086355000000000015 0.110115 -0.082714999999999997 0.10766000000000002 0.31392000000000003 -0.085134999999999975 0.089810000000000015 -0.085999999999999979 -0.037084999999999993 0.50996500000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 8 11 9 -2 -10 -7 -9
right_child=1 -3 -4 -5 5 7 -8 12 10 -11 -12 -13 -14
leaf_value=-0.00075399988409346054 0.0002950417275091482 0.0018297874281737749 -0.00072322268127273325 -0.0010778759700346959 0.0036010519895344545 0.00054147009816859625 -0.0017912771451069147 -0.00055838099979964133 0.0022325034899360672 -0.0013574550728153863 0.00059172105104495691 0.0018739056951130205 0.00029913998519308415
leaf_weight=96 746 52 71 53 56 80 68 59 62 71 1370 95 70
leaf_count=96 746 52 71 53 56 80 68 59 62 71 1370 95 70
internal_value=0 0.000472772 0.00044755 0.000478028 0.000508863 0.0011421 0.000410439 0.000688868 0.000477046 0.000151334 0.000662818 0.00126526 -9.24253e-05
internal_weight=0 2853 2801 2730 2677 360 2317 304 2249 817 1432 175 129
internal_count=2949 2853 2801 2730 2677 360 2317 304 2249 817 1432 175 129
is_linear=0
shrinkage=0.00766357


Tree=1565
num_leaves=30
num_cat=0
split_feature=1 1 1 16 16 2 14 47 2 2 1 2 2 16 16 2 15 133 16 133 156 1 2 16 50 16 52 42 403
split_gain=234.381 38.0766 29.8065 24.5766 22.3403 21.0206 15.5522 15.1844 14.9452 8.97353 8.13291 17.5451 9.47143 7.1481 6.27525 4.0888 3.69731 3.63563 5.03796 3.623 3.37931 4.30049 3.0693 2.12672 2.0165 2.32354 1.0461 1.00293 0.592463
threshold=0.11319000000000001 0.09518500000000002 0.12988000000000002 0.26411500000000004 0.054560000000000004 0.095850000000000005 0.064610000000000015 0.085585000000000008 -0.007134999999999999 0.16730000000000003 0.085720000000000005 0.083525000000000002 0.097005000000000022 -0.095564999999999983 -0.38959499999999997 0.11693000000000002 -0.076194999999999999 0.056015000000000002 -0.029134999999999998 0.097995000000000013 0.088735000000000022 0.078320000000000015 0.08895500000000002 -0.044939999999999987 0.089430000000000023 -0.034884999999999992 -0.030234999999999995 0.089625000000000024 -0.072349999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 5 15 8 10 9 -3 14 12 24 20 -7 -4 -2 23 18 -18 -19 21 22 -1 -14 25 -12 -27 -10 -26
right_child=2 3 7 -5 -6 13 -8 -9 27 -11 11 -13 16 -15 -16 -17 17 19 -20 -21 -22 -23 -24 -25 28 26 -28 -29 -30
leaf_value=0.0048754671722342074 0.0031597981131198825 0.0029865648852645072 0.0015646237936801876 0.0050036221225937781 0.0044094170179401456 0.0033745870218196998 0.0056265942982250293 0.0031620554176999076 0.0047247241879675647 0.00081965982554904474 0.0039642432354326865 0.0033446136328157973 0.0044291420630411995 0.0022405702155437091 0.00265059805751186 0.0023497796033744404 0.0044280207140455835 0.0048910029184780456 0.0034642958837427604 0.004130803659317144 0.0042998424101360786 0.0054846324595344059 0.0045927998592703162 0.0050805426520404793 0.0049696567200849164 0.0043201169135404331 0.0047951968163235945 0.0042836596110371666 0.0046382524145817464
leaf_weight=676 69 57 79 82 68 62 90 52 62 54 58 94 75 73 54 83 59 65 74 92 84 55 358 52 55 55 61 67 94
leaf_count=676 69 57 79 82 68 62 90 52 62 54 58 94 75 73 54 83 59 65 74 92 84 55 358 52 55 55 61 67 94
internal_value=0 0.00449552 0.00258928 0.00380493 0.00324068 0.00349864 0.00462822 0.00198956 0.00403347 0.00166338 0.00458344 0.00427792 0.00466355 0.00276157 0.00200574 0.00271766 0.00434548 0.00419186 0.00389201 0.0044457 0.00477661 0.00481336 0.00477763 0.00469606 0.00454945 0.00436834 0.00457017 0.00449585 0.00476076
internal_weight=0 2500 459 403 220 321 2097 239 186 187 2007 417 1590 135 133 152 417 290 133 157 1173 1089 1034 127 323 174 116 129 149
internal_count=2959 2500 459 403 220 321 2097 239 186 187 2007 417 1590 135 133 152 417 290 133 157 1173 1089 1034 127 323 174 116 129 149
is_linear=0
shrinkage=0.0024518


Tree=1566
num_leaves=24
num_cat=0
split_feature=149 1 50 43 16 15 15 12 43 15 160 11 1204 160 2 475 2 42 16 12 2 16 50
split_gain=2.7606 3.21485 5.60596 5.20417 4.64758 4.45954 3.7141 3.71996 2.3695 1.68044 1.5229 1.23132 1.1099 1.10172 1.88136 1.81583 1.27521 1.0222 1.25821 0.748203 0.593735 0.799342 0.324093
threshold=0.079475000000000004 0.077375000000000013 0.08568000000000002 -0.17773999999999998 0.073820000000000011 -0.46772999999999992 -0.2987999999999999 -0.079404999999999989 -0.080454999999999985 -0.083029999999999979 -0.089599999999999985 0.084110000000000004 -0.082759999999999986 -0.081594999999999987 0.084045000000000022 -0.08230999999999998 0.11543500000000002 0.11234000000000001 -0.074504999999999988 0.084775000000000003 0.086305000000000007 -0.093874999999999986 0.099595000000000017
decision_type=2 2 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 -5 -7 -8 -4 -10 20 19 -12 -14 -15 -16 -17 18 -11 -6 -1 -22 -23
right_child=-2 2 8 4 11 6 7 -9 9 17 12 -13 13 14 15 16 -18 -19 -20 -21 21 22 -24
leaf_value=0.0024340781754187144 0.0025354863421623575 -0.0028101110116152787 0.0028688654120459381 0.0018362502409208716 0.0013759729872479137 -0.0029319602356336319 0.0011647099683707249 -0.00080286789171156502 -0.00064502029498275367 0.00095354956787230543 0.0019622531650969211 0.0023907910763305978 -0.00055585793758129655 0.0020690873212743897 0.0020254420061011427 0.00035193656484448207 0.0014750204256132992 6.4085378296879953e-05 0.0027243050462819013 6.7310990042971437e-05 0.0022356510858558996 0.0012604641808116111 0.00025708386829737955
leaf_weight=60 71 68 74 80 96 63 119 457 57 101 68 65 69 95 82 829 113 53 65 78 62 82 52
leaf_count=60 71 68 74 80 96 63 119 457 57 101 68 65 69 95 82 829 113 53 65 78 62 82 52
internal_value=0 0.000556323 0.0002095 -0.000159989 2.80096e-05 -0.000369983 -0.000646359 -0.000396188 0.00129293 0.000870016 0.000871881 0.00122576 0.000729681 0.00065904 0.000734048 0.000610089 0.000486771 0.00126482 0.00164756 0.00078994 0.00156914 0.00130382 0.000871883
internal_weight=0 2888 1376 1026 958 719 639 576 350 276 1512 239 1256 1188 1119 1024 942 219 166 174 256 196 134
internal_count=2959 2888 1376 1026 958 719 639 576 350 276 1512 239 1256 1188 1119 1024 942 219 166 174 256 196 134
is_linear=0
shrinkage=0.00991364


Tree=1567
num_leaves=29
num_cat=0
split_feature=4 12 12 3 3 4 40 12 3 123 14 3 3 13 123 1210 4 13 160 4 49 13 12 3 49 13 3 49
split_gain=120.309 38.6886 17.8184 12.1768 10.4075 14.207 11.9926 8.87163 8.96911 8.76129 7.72934 5.56934 5.31135 5.23114 4.1479 3.14747 3.97632 3.55095 2.63391 2.24303 1.85358 1.84515 3.26978 2.25841 1.58383 1.51983 2.601 1.4217
threshold=0.31392000000000003 0.056995000000000011 0.13936000000000001 0.143375 -0.0037099999999999998 -0.029404999999999997 -0.0020749999999999996 0.088055000000000008 -0.12711499999999995 0.083935000000000023 -0.45687499999999998 0.092005000000000017 0.12955000000000003 -0.095139999999999988 0.089295000000000013 -0.080804999999999974 -0.082199999999999981 0.0040450000000000009 -0.0033249999999999994 0.057200000000000008 -0.013329999999999998 0.041960000000000004 0.091200000000000017 -0.15624499999999999 0.085655000000000023 -0.085349999999999995 -0.086284999999999987 -0.0072349999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 6 18 9 8 -3 -1 -2 -7 14 -10 20 -9 21 19 -6 -18 -12 22 -17 -23 -19 26 -15 -27
right_child=10 2 -4 -5 5 11 -8 15 13 -11 12 -13 -14 25 -16 16 17 24 -20 -21 -22 23 -24 -25 -26 27 -28 -29
leaf_value=0.0030863470351972172 0.0019516747888613305 0.0038583043963948314 0.0016337369942129908 0.0013342748018375947 0.0036512232611703192 0.002544215081214976 0.0012056673005313464 0.0022729172523108781 0.0024105878264474574 0.0018948056988315619 0.0018117971468797143 0.0016062865570157802 0.0004824026069380397 0.003639324118313783 0.00070999764458446054 0.0029221318697171847 0.0028889179984177963 0.0023212536622145442 0.0029220424865865737 0.0025715796010920343 0.0012494324580683515 0.0032414578098828835 0.0037154690564278475 0.0026142495401929805 0.0027951045465555344 0.0026933103362901706 0.003100810679651571 0.0030665183198070969
leaf_weight=54 64 78 59 76 54 86 74 58 66 85 52 56 65 64 54 57 624 125 53 149 80 57 55 68 55 67 199 325
leaf_count=54 64 78 59 76 54 86 74 58 66 85 52 56 65 64 54 57 624 125 53 149 80 57 55 68 55 67 199 325
internal_value=0 0.00274516 0.00288645 0.00219202 0.00233307 0.00265407 0.0019577 0.00292255 0.00311291 0.00235788 0.00123451 0.0021745 0.00105155 0.00303224 0.00125031 0.00280065 0.00282635 0.00275951 0.00329027 0.00282778 0.00147116 0.00309501 0.00331194 0.00290045 0.00246618 0.00309484 0.00323195 0.00300279
internal_weight=0 2644 2106 538 462 249 213 2047 799 139 315 142 251 721 186 1248 1190 953 107 773 132 237 112 125 180 655 263 392
internal_count=2959 2644 2106 538 462 249 213 2047 799 139 315 142 251 721 186 1248 1190 953 107 773 132 237 112 125 180 655 263 392
is_linear=0
shrinkage=0.00231039


Tree=1568
num_leaves=14
num_cat=0
split_feature=1452 149 34 96 49 13 12 12 12 1429 49 150 52
split_gain=2.16922 1.9692 2.31736 3.40201 2.29604 2.59427 1.7417 2.7966 3.15316 1.99526 1.73539 1.61537 1.65174
threshold=0.10204000000000001 0.079475000000000004 -0.066379999999999981 0.083810000000000009 -0.048359999999999993 0.001665 -0.22686499999999998 -0.091944999999999985 -0.063029999999999989 0.084845000000000018 -0.070754999999999985 0.092390000000000014 -0.082384999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 10 -6 -8 -9 -10 11 12 -4
right_child=-2 -3 4 -5 6 -7 7 8 9 -11 -12 -13 -14
leaf_value=-0.0024011798378451845 0.0023935453775336302 0.0020541022179884666 0.0011482544294033022 0.00083057267655578125 0.00229323636391273 -0.0019484648988567464 -0.0010474278107758628 0.0024107425105891083 0.00070858641428147716 -0.00039130751020979935 -0.0011757475982234345 0.0018721683078442594 -0.00080720400558856125
leaf_weight=52 54 71 65 53 53 53 76 84 2067 142 55 59 75
leaf_count=52 54 71 65 53 53 53 76 84 2067 142 55 59 75
internal_value=0 0.000576641 0.000539592 -0.000769001 0.000589976 -0.000141305 0.000682709 0.000646638 0.000702828 0.000637839 0.000235402 0.0006259 0.000100003
internal_weight=0 2905 2834 105 2729 307 2422 2369 2293 2209 254 199 140
internal_count=2959 2905 2834 105 2729 307 2422 2369 2293 2209 254 199 140
is_linear=0
shrinkage=0.00897909


Tree=1569
num_leaves=20
num_cat=0
split_feature=3 11 13 3 159 2 3 2 3 3 13 3 2 1454 12 43 50 3 16
split_gain=2.57349 3.51317 2.33112 4.02497 3.15511 2.56962 2.51814 2.26255 2.35796 2.15841 2.13876 2.98231 1.96033 1.72592 1.67042 1.52532 1.23974 1.1746 0.65228
threshold=-0.23098999999999997 0.086175000000000015 -0.026489999999999996 -0.12711499999999995 0.081445000000000017 -0.007134999999999999 -0.14186499999999996 0.11466000000000001 -0.049204999999999992 0.10514500000000002 -0.094609999999999986 -0.079774999999999985 0.099965000000000012 0.083660000000000026 -1.0000000180025095e-35 -0.051239999999999987 0.12150000000000001 -0.082294999999999993 0.40422000000000008
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 6 -4 5 -5 -2 9 -9 -7 11 -8 -13 16 -14 -6 17 -12 -1
right_child=1 -3 3 4 15 7 10 8 -10 -11 13 12 14 -15 -16 -17 -18 -19 -20
leaf_value=0.0025395526963068586 0.0026054510118765205 -0.0013160242378875524 -0.0019457501477231698 -0.0015952328135107278 0.00060245400234999291 0.00029758856579171686 -0.0015348786760360257 0.00064785343198157214 -0.0017089735294403767 0.0020286435091655388 0.0012072989157384231 0.0014529697620653318 0.00084388752505364269 -0.00050926564525595854 -0.0011622137016435419 0.0022577391314101366 0.0021978432475942282 0.00061606338588747348 0.0011715346141272179
leaf_weight=52 53 85 64 63 88 661 75 54 84 61 410 95 61 72 68 85 54 717 57
leaf_count=52 53 85 64 63 88 661 75 54 84 61 410 95 61 72 68 85 54 717 57
internal_value=0 0.000446448 0.000500663 0.000199891 0.00032527 0.000120676 0.000717985 0.000246486 -0.000786056 0.000443971 0.000653469 -1.51946e-05 0.000493209 0.000813105 -0.000212864 0.00141629 0.000893803 0.000831237 0.00182503
internal_weight=0 2850 2765 1160 1096 923 1605 860 138 722 1552 299 224 1253 129 173 1181 1127 109
internal_count=2959 2850 2765 1160 1096 923 1605 860 138 722 1552 299 224 1253 129 173 1181 1127 109
is_linear=0
shrinkage=0.00880303


Tree=1570
num_leaves=29
num_cat=0
split_feature=1 3 14 2 3 0 2 2 2 1 40 0 40 2 3 123 15 3 1 3 15 3 160 15 15 2 15 15
split_gain=319.897 80.0553 36.2947 33.4414 31.4743 28.798 22.0031 17.7803 19.2998 13.97 7.03269 7.12581 6.95068 6.14485 7.55454 4.36757 4.25601 3.65255 2.09077 1.88101 3.74341 1.81354 2.41439 3.26983 1.92424 1.40523 0.661516 0.374432
threshold=0.10575500000000002 -0.049204999999999992 0.073890000000000011 0.17553000000000005 -0.026279999999999998 0.040570000000000002 0.11504500000000002 -1.0000000180025095e-35 0.10859000000000001 0.085720000000000005 -0.025204999999999995 -0.23028499999999999 -0.076799999999999993 0.091235000000000024 -0.11749 0.08901000000000002 -0.034094999999999993 0.17351000000000003 0.091725000000000015 -0.12077499999999998 -0.065419999999999992 -0.076969999999999997 -0.079154999999999989 -0.047249999999999993 -0.088484999999999994 0.085730000000000015 0.10356000000000001 0.092125000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 7 5 13 19 12 -9 16 -11 -12 -3 14 -1 17 -6 -10 25 -2 -21 22 -15 -24 -23 -16 -26 -20
right_child=1 3 -4 -5 9 -7 -8 8 15 10 11 -13 -14 21 18 -17 -18 -19 27 20 -22 24 23 -25 26 -27 -28 -29
leaf_value=0.0034894533408833311 0.004278063039773336 0.0016561034303728623 0.0056705012097183344 -0.00016081527121488798 0.0044420620489959801 0.0029368409357392539 0.0022449228221641413 0.0034762644313061147 0.0023541285315375514 0.0022428785460293227 0.0026188027230644967 0.0037279623702666811 0.00039360551456813159 0.0038127879328230729 0.004578724967147463 0.0012556267809891715 0.0035955107085215588 0.0015594609804850817 0.004038339272722122 0.0041732937425936686 0.0032478219853947729 0.0043434310625643409 0.0040690168399685426 0.0046325760924960848 0.0036867750867409033 0.0043932713839501458 0.0039986702237626015 0.004287315095424812
leaf_weight=52 54 52 94 56 71 97 69 57 99 53 58 88 53 71 523 53 73 54 65 53 53 53 136 116 111 488 70 103
leaf_count=52 54 52 94 56 71 97 69 57 99 53 58 88 53 71 523 53 73 54 65 53 53 53 136 116 111 488 70 103
internal_value=0 0.00223489 0.00417742 0.00160387 0.00411441 0.00423878 0.00340311 0.00187248 0.00221309 0.00343087 0.00300943 0.00328752 0.00101909 0.0043094 0.00440636 0.00186345 0.00401309 0.00207383 0.00444678 0.00390242 0.00371081 0.00409505 0.00421525 0.00432854 0.00392903 0.00448923 0.00380754 0.00419114
internal_weight=0 653 2322 424 2228 1885 229 368 263 343 199 146 105 1788 1231 206 144 153 1179 160 106 557 323 252 234 1011 181 168
internal_count=2975 653 2322 424 2228 1885 229 368 263 343 199 146 105 1788 1231 206 144 153 1179 160 106 557 323 252 234 1011 181 168
is_linear=0
shrinkage=0.0024518


Tree=1571
num_leaves=21
num_cat=0
split_feature=3 49 40 2 34 1 0 457 3 3 2 1447 2 0 3 3 51 2 3 1
split_gain=4.20794 4.40016 3.67277 3.44401 4.11708 3.64114 2.15336 2.41034 3.17901 2.79186 2.05997 1.90184 1.8668 2.61518 1.85082 1.76155 1.62467 0.995261 0.807368 0.792278
threshold=-0.013174999999999997 -0.14917999999999998 -1.0000000180025095e-35 0.081055000000000016 -1.0000000180025095e-35 0.08413000000000001 -0.029849999999999998 0.096725000000000019 0.090170000000000014 0.13772500000000001 0.093765000000000015 -0.086009999999999989 0.10523 -0.079684999999999992 -0.15105999999999997 0.018975000000000002 -0.096089999999999981 0.12750000000000003 -0.076914999999999997 0.11039500000000001
decision_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 -2 15 7 8 -7 -10 -3 -4 14 -14 -13 -5 -16 18 -15 -18
right_child=3 2 11 5 -6 6 -8 -9 9 -11 -12 12 13 17 16 -17 19 -19 -20 -21
leaf_value=-0.0014911803491598598 0.00015271141084411755 0.003361831187108449 -0.0006403749914451368 0.00043313290571203432 -0.0027241441449692367 -0.00080217650793821974 -0.0015764927612589969 -0.0015233308577726661 0.0020241343684584447 5.7505167393576125e-05 0.001234081647449032 0.0019021876817503088 -0.0013763949908349197 0.0011066178975516988 -0.00025275738277405761 0.002477180606177516 0.0007866612567836071 -0.00044316342505692396 -2.2731154653913144e-06 0.0018113541768013533
leaf_weight=62 71 53 74 54 66 99 60 52 97 102 77 103 63 147 103 63 1450 60 65 54
leaf_count=62 71 53 74 54 66 99 60 52 97 102 77 103 63 147 103 63 1450 60 65 54
internal_value=0 0.000688385 0.00074851 -6.0744e-05 -0.00123257 0.000243719 -0.000124419 0.000124255 0.000412051 0.00101656 0.00210223 0.000665418 0.000712713 0.000146139 0.000823656 0.00153453 0.000754473 0.000499111 0.00076621 0.000823511
internal_weight=0 2311 2249 664 137 527 410 350 298 199 130 2119 2045 335 1710 117 1607 272 212 1504
internal_count=2975 2311 2249 664 137 527 410 350 298 199 130 2119 2045 335 1710 117 1607 272 212 1504
is_linear=0
shrinkage=0.00829529


Tree=1572
num_leaves=23
num_cat=0
split_feature=13 9 14 51 0 10 0 39 51 52 1456 1 48 52 1446 0 49 1 16 49 51 0
split_gain=2.53622 4.51187 3.75732 3.89599 4.08799 3.41314 3.41624 2.87243 2.63188 4.46476 2.14784 2.61022 1.83844 1.81268 1.61849 1.52603 1.50664 1.63216 1.35217 1.2966 1.42039 0.919497
threshold=-0.066634999999999986 -1.0000000180025095e-35 0.026890000000000004 0.080080000000000026 -0.10028499999999999 -0.092019999999999977 -0.033754999999999993 0.089155000000000012 -0.078689999999999982 -0.092084999999999986 -0.11497999999999998 0.10609 0.08790000000000002 0.28122000000000008 0.092380000000000018 -0.029849999999999998 -0.058504999999999995 0.10378000000000001 -0.074904999999999985 -0.067844999999999989 0.0064150000000000014 -0.092879999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 7 -5 -1 10 8 9 15 -7 14 21 18 19 -3 -10 -18 -6 -12 -21 -13
right_child=1 2 -4 4 13 6 -8 -9 16 -11 11 12 -14 -15 -16 -17 17 -19 -20 20 -22 -23
leaf_value=-0.0011840645932246036 -0.002091955430373734 0.0012378074677200726 0.002180936873645629 -0.0024186604158069305 -0.00035503591694995321 -0.00091823726031349388 0.002513143043357393 -0.00099014866106293307 -0.00050336644017666768 -0.00178147707039271 0.0016725543931266685 -0.00028125128402182201 -0.0013250180979407294 -0.001206329491787552 0.0021745336464993074 -0.00033482638601233124 0.00062471960093686194 0.0016184629553769778 0.0014622428413257711 0.0008363713741655587 -0.00013728748284858418 0.00089786904421430304
leaf_weight=61 53 86 63 67 52 53 66 91 63 81 100 78 55 58 59 72 694 124 52 747 109 91
leaf_count=61 53 86 63 67 52 53 66 91 63 81 100 78 55 58 59 72 694 124 52 747 109 91
internal_value=0 0.000194226 0.0002749 0.000191452 -0.00076213 0.000660422 0.000743337 0.000371844 0.000482582 -0.000259229 0.000652863 0.000720138 -5.85157e-05 -7.6496e-05 0.000892062 0.000520625 0.000683919 0.000775464 0.000552785 0.000812825 0.00071229 0.000353156
internal_weight=0 1556 1503 1440 229 1419 1358 1211 1120 239 1292 1239 224 162 1015 158 881 818 104 956 856 169
internal_count=2975 1556 1503 1440 229 1419 1358 1211 1120 239 1292 1239 224 162 1015 158 881 818 104 956 856 169
is_linear=0
shrinkage=0.00797318


Tree=1573
num_leaves=17
num_cat=0
split_feature=4 2 376 13 2 14 0 0 49 2 16 34 4 13 2 2
split_gain=589.635 174.844 66.308 45.1464 41.4148 29.8215 44.9486 25.2757 14.3395 13.106 12.8253 12.3966 12.021 6.5612 3.78498 2.06615
threshold=0.31392000000000003 0.13501500000000002 0.076485000000000011 -0.24426999999999996 0.13966500000000001 0.073890000000000011 -0.13619499999999998 -0.076734999999999984 -0.034759999999999992 0.15510000000000004 -0.097179999999999975 -0.016844999999999995 0.049545000000000006 -0.0073899999999999999 0.093470000000000011 0.11523000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 11 6 10 12 -9 -3 -5 -2 -8 -13 -12 -15
right_child=4 9 -4 5 -6 -7 7 8 -10 -11 14 13 -14 15 -16 -17
leaf_value=0.0020467787117144972 1.9019981101719264e-05 0.0017485767136321863 0.0020639436000962183 0.0037032865198452719 -0.00087490978532906089 0.0052778880790673834 0.0042927892229720202 0.0025439823790937171 0.0037736881002237276 0.00025125458128865698 0.0027744323494962469 0.00073814929259885293 0.0036987601856704471 0.00190739660879999 0.0019157532807484029 0.0012952947645422657
leaf_weight=62 53 71 99 53 82 91 1249 53 611 52 52 75 204 57 54 57
leaf_count=62 53 71 99 53 82 91 1249 53 611 52 52 75 204 57 54 57
internal_value=0 0.00375322 0.00388154 0.00395561 0.000516137 0.0040056 0.00395472 0.00404198 0.00367557 0.00111576 0.00279273 0.000987584 0.0042094 0.00125906 0.00233722 0.00160156
internal_weight=0 2651 2528 2429 324 2367 2276 2117 664 123 159 242 1453 189 106 114
internal_count=2975 2651 2528 2429 324 2367 2276 2117 664 123 159 242 1453 189 106 114
is_linear=0
shrinkage=0.00226508


Tree=1574
num_leaves=27
num_cat=0
split_feature=4 49 4 16 13 483 160 159 50 4 157 1 16 47 41 402 12 4 16 49 484 12 12 4 4 131
split_gain=2.96293 2.24258 2.59828 2.49534 2.10653 2.94293 3.45911 6.41863 4.23622 3.14925 4.95558 3.64294 3.41181 2.99926 2.26967 2.09862 1.47847 1.31518 2.46965 1.42725 1.32633 1.30892 0.967567 0.77378 2.29741 0.686065
threshold=0.27258000000000004 1.0000000180025095e-35 0.50027500000000014 -0.11082499999999999 -0.077034999999999978 0.086150000000000018 -0.14079499999999998 -0.039509999999999997 -0.23108499999999996 -0.051789999999999996 -0.06482499999999998 0.10667500000000001 -0.0020399999999999997 0.085165000000000018 0.07677500000000001 -0.020594999999999999 0.088930000000000023 -0.077789999999999984 -0.019749999999999993 0.091160000000000005 0.087420000000000012 0.085625000000000021 -0.081654999999999991 -0.074254999999999988 -0.049279999999999997 0.08518000000000002
decision_type=2 2 2 2 2 2 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 22 14 6 7 -6 -8 11 -11 12 -10 -12 15 -1 17 18 21 20 -19 -17 -4 -18 -25 -26
right_child=1 -3 3 -5 5 -7 8 -9 9 10 13 -13 -14 -15 -16 16 23 19 -20 -21 -22 -23 -24 24 25 -27
leaf_value=0.0027818533107735219 -0.0018378651356484464 0.0013391205862760501 0.0018444102783225652 -0.0012836697937043846 0.00069299733856854472 0.0022010743324564915 0.0030874223011723655 -0.0036507960132152223 0.0010391409020128035 -0.0022302925245653049 -0.00015597572382802896 0.0031026183746566782 -0.00049646088378829927 0.0016423654194277558 0.0026655277315203699 -0.0020211454831482517 0.0024781100251526559 0.00085922043756387191 0.0013184967389200653 -0.00041697503114663907 0.0023920732111998556 3.0264883972958787e-05 6.1284665905495219e-05 -0.00053389598310231629 0.0012917729487811889 0.0026253306043639599
leaf_weight=54 96 70 58 72 76 90 58 52 526 84 339 60 175 112 76 54 54 356 71 67 60 59 53 52 95 56
leaf_count=54 96 70 58 72 76 90 58 52 526 84 339 60 175 112 76 54 54 356 71 67 60 59 53 52 95 56
internal_value=0 -0.000185368 -0.000568221 9.72659e-05 0.000748901 0.000527789 0.000426104 -0.00107087 0.000567695 0.000454851 -0.000105188 0.000848705 0.000655643 0.000290393 0.00107858 0.000955159 0.000848294 0.000611437 -7.35843e-05 0.000872608 0.00108055 -0.000949155 0.000993924 0.00146262 0.00119199 0.00178701
internal_weight=0 349 279 183 2626 1572 1482 128 1354 1296 535 761 701 451 1054 978 924 667 184 483 416 113 111 257 203 151
internal_count=2975 349 279 183 2626 1572 1482 128 1354 1296 535 761 701 451 1054 978 924 667 184 483 416 113 111 257 203 151
is_linear=0
shrinkage=0.00952868


Tree=1575
num_leaves=26
num_cat=0
split_feature=2 30 12 2 2 47 2 15 12 0 0 12 12 2 0 42 2 160 51 2 2 130 13 2 0
split_gain=149.063 73.9805 37.6463 26.4609 16.6937 18.7406 21.0542 14.3383 11.8112 7.59806 5.81739 4.89613 4.24558 3.88931 5.0486 3.63833 3.50034 3.13436 2.72573 1.77052 1.74507 1.55053 1.54642 1.15868 0.642235
threshold=0.12068000000000001 0.083930000000000018 1.0000000180025095e-35 0.31260000000000004 0.10859000000000001 0.077735000000000012 0.072175000000000017 -1.0000000180025095e-35 0.093245000000000008 -0.084114999999999981 -0.041534999999999996 0.095295000000000019 -0.014854999999999998 0.10100500000000003 -0.10594499999999998 -0.078304999999999986 0.13554000000000002 -0.52374999999999983 -0.095339999999999994 0.10179000000000001 0.083310000000000009 0.071525000000000019 -0.052124999999999998 0.14132000000000003 -0.14104999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 5 6 -1 12 13 16 15 23 -8 14 -4 21 -2 -16 -19 20 -17 -10 -21 -11 -6
right_child=3 -3 8 -5 24 -7 7 -9 10 11 -12 -13 -14 -15 17 19 -18 18 -20 22 -22 -23 -24 -25 -26
leaf_value=0.0012400321044928506 0.0014772426353045513 0.00085012549720301603 0.0036082334653753465 -0.00010878342943395551 0.0014276222954385334 0.0035126250990581559 0.0025421333932792206 0.0032038247369969583 0.0028851519014981668 0.001749680113471248 0.0022517423520235723 0.0022426132543330638 0.0017852446727424063 0.0026798858046810261 0.0035410607515942738 0.0026877795041626174 0.0006928659937174823 0.0025900975877103296 0.0030935100865644165 0.0027627854738613124 0.0029906194083760464 0.0033684685098313966 0.0022779932339166259 0.001308604456670208 0.0017610905327412787
leaf_weight=66 52 86 96 52 56 73 65 103 54 54 89 72 71 92 69 189 52 52 1053 63 165 72 59 56 52
leaf_count=66 52 86 96 52 56 73 65 103 54 54 89 72 71 92 69 189 52 52 1053 63 165 72 59 56 52
internal_value=0 0.00279748 0.00286343 0.00129139 0.00232903 0.00254058 0.00230785 0.00260264 0.00298992 0.00154605 0.00276233 0.00180922 0.00214716 0.00310537 0.00313618 0.00283778 0.00108527 0.00309756 0.00306984 0.00275203 0.002829 0.00316151 0.00252852 0.00152534 0.00158839
internal_weight=0 2625 2539 338 486 378 305 239 2053 286 691 182 136 1362 1270 602 104 1174 1105 476 354 126 122 110 108
internal_count=2963 2625 2539 338 486 378 305 239 2053 286 691 182 136 1362 1270 602 104 1174 1105 476 354 126 122 110 108
is_linear=0
shrinkage=0.00213444


Tree=1576
num_leaves=20
num_cat=0
split_feature=4 2 3 12 3 48 2 43 12 2 2 1452 4 51 2 1210 51 4 3
split_gain=178.83 66.0522 34.3857 23.7337 16.7367 10.513 10.3385 8.18844 8.00931 8.36488 7.96512 6.04074 5.99395 6.37999 4.71405 3.99654 3.36007 3.073 2.37394
threshold=0.31392000000000003 0.13388500000000003 0.11391500000000002 -1.0000000180025095e-35 0.17351000000000003 0.090135000000000007 -0.0050599999999999994 -0.049999999999999996 0.090285000000000018 0.10060500000000001 0.094765000000000016 0.087120000000000017 0.043640000000000005 -0.18513499999999997 0.11504500000000002 -0.0084449999999999994 -0.055414999999999992 0.070065000000000016 -0.010724999999999998
decision_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 -3 -1 18 9 11 -8 15 13 -10 -9 -5 -15 -14 -2
right_child=4 5 -4 8 -6 -7 10 14 12 -11 -12 -13 17 16 -16 -17 -18 -19 -20
leaf_value=0.0019352765579038211 0.0015651369817340291 0.0024949599994641717 0.0018024021042276695 0.0044368102330016226 0.0002540021036031331 0.00090227896399849806 0.0040147709647803511 0.0027857117748117718 0.0046042659999577301 0.0031499316820636576 0.0027234747439005653 0.0048908274494695436 0.0027310808358798474 0.0030073053631925455 0.0017828943151916435 0.0038915844885993181 0.0036840983145284448 0.0034669665557369332 0.00079274214964819339
leaf_weight=65 67 55 72 110 69 68 58 58 53 95 89 52 77 59 85 1019 668 92 52
leaf_count=65 67 55 72 110 69 68 58 58 53 95 89 52 77 59 85 1019 668 92 52
internal_value=0 0.00355191 0.00364687 0.00370135 0.00144062 0.00161469 0.00283536 0.00175302 0.00378385 0.00392416 0.00323316 0.00398641 0.00359516 0.0036955 0.00218983 0.00394473 0.00362921 0.00313185 0.00122786
internal_weight=0 2632 2509 2437 331 123 212 262 2225 1276 147 1181 949 780 143 1129 727 169 119
internal_count=2963 2632 2509 2437 331 123 212 262 2225 1276 147 1181 949 780 143 1129 727 169 119
is_linear=0
shrinkage=0.00270699


Tree=1577
num_leaves=20
num_cat=0
split_feature=1 3 1 3 39 2 1 2 4 0 12 0 2 14 3 2 2 13 160
split_gain=218.9 49.6592 17.8332 17.0765 12.8079 11.5398 10.9679 10.4208 8.44994 11.3572 9.55287 7.1168 6.07048 5.94753 5.20691 4.59965 4.22302 3.58274 1.49733
threshold=0.10557500000000002 -0.049204999999999992 0.13612500000000002 0.10402500000000002 0.0047850000000000011 0.11426500000000002 0.088035000000000016 0.11366500000000002 -0.34140499999999996 -0.062394999999999999 0.08622500000000001 -0.046614999999999997 -1.0000000180025095e-35 0.073890000000000011 0.35004500000000011 0.092155000000000015 0.11203000000000002 -0.060719999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 12 4 7 11 -6 8 10 13 -1 -2 -3 15 -4 -10 -14 -9 -18
right_child=1 2 14 -5 6 -7 -8 17 9 -11 -12 -13 16 -15 -16 -17 18 -19 -20
leaf_value=0.0043977972575037771 0.0029900640685525726 0.00053312788267436447 0.00058296200371759635 0.0017325194355314582 0.0029176064519244264 0.0014883207695710889 0.0015471821604277009 0.0028218819654703552 0.0030570436104521426 0.0019139642330798774 0.0029865089926266039 0.0019351917918025534 0.0020165313801999811 0.0036209606514808236 -0.00029663789649748805 0.0027658539068141684 0.0015616057198066906 0.0020229779949722205 0.0010714964982607752
leaf_weight=52 98 52 99 67 64 77 66 52 1347 53 55 56 52 88 60 391 53 79 102
leaf_count=52 98 52 99 67 64 77 66 52 1347 53 55 56 52 88 60 391 53 79 102
internal_value=0 0.00135702 0.000872322 0.00290581 0.00294078 0.00223397 0.00222205 0.00298491 0.00302741 0.00299066 0.0036726 0.00260664 0.00125373 0.0030219 0.000250879 0.00299155 0.00143463 0.00234029 0.00123924
internal_weight=0 649 418 2314 2247 231 130 2117 1986 1879 107 154 259 1826 159 1738 207 131 155
internal_count=2963 649 418 2314 2247 231 130 2117 1986 1879 107 154 259 1826 159 1738 207 131 155
is_linear=0
shrinkage=0.00235659


Tree=1578
num_leaves=18
num_cat=0
split_feature=1 9 16 43 42 160 4 16 11 160 1 1 43 13 13 13 13
split_gain=7.25316 3.17891 2.68994 2.59198 1.81429 1.86662 1.37583 1.37161 3.4891 3.27129 3.68361 2.8217 2.01675 1.30099 1.33563 0.687709 0.487347
threshold=0.13699000000000003 -1.0000000180025095e-35 -0.4193599999999999 -0.50914999999999988 -0.086849999999999997 -0.5407249999999999 0.10686000000000001 0.0048000000000000013 0.077330000000000024 0.092865000000000017 0.091395000000000018 0.087960000000000024 -0.0019849999999999994 0.044405000000000007 0.001665 -0.0066549999999999986 0.10935500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 13 -6 -4 9 12 10 -7 -11 -9 14 15 -5 -15
right_child=2 3 6 4 5 7 -8 8 -10 11 -12 -13 -14 16 -16 -17 -18
leaf_value=-0.00069330227479930465 -0.0018797034609564611 0.0027810889908959678 -0.00082121002076641577 0.0020269261424158227 0.002160336600118805 0.0011623031992158827 0.00089645517865576954 0.00067176937359724332 0.0019604258118561873 0.0013189200075673156 0.00028858920288008059 0.0035167013802437815 -0.00038136841151065789 0.00030254780052786249 0.0029721819515386035 0.0010881651406629399 0.0013601525561743827
leaf_weight=64 64 53 52 98 76 1059 63 358 97 99 409 56 161 53 53 94 54
leaf_count=64 64 53 52 98 76 1059 63 358 97 99 409 56 161 53 53 94 54
internal_value=0 0.00102789 -0.000595124 0.00106842 0.00103436 0.000954764 0.000119046 0.000913805 0.000599439 0.00103307 0.000918934 0.0021135 0.000344913 0.00155758 0.00187191 0.00156776 0.000837072
internal_weight=0 2784 179 2720 2667 2315 115 2239 616 1623 1468 155 519 352 245 192 107
internal_count=2963 2784 179 2720 2667 2315 115 2239 616 1623 1468 155 519 352 245 192 107
is_linear=0
shrinkage=0.00781684


Tree=1579
num_leaves=13
num_cat=0
split_feature=3 15 1 96 48 1429 49 12 48 13 9 4
split_gain=6.78259 6.57596 5.54384 3.53839 2.63351 2.26659 2.06187 3.20669 2.87226 4.73958 1.57762 1.65185
threshold=0.11269500000000002 -0.018024999999999996 0.14228000000000005 0.083810000000000009 0.090135000000000007 0.094555000000000014 -0.085999999999999979 0.084885000000000002 0.11978500000000002 -0.15325499999999995 0.037245000000000007 -0.10701499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 -2 6 7 -1 9 -8 11 -11
right_child=1 -3 -4 -5 -6 -7 8 -9 -10 10 -12 -13
leaf_value=0.0031794738776103836 0.0024939349928549473 -0.0028110049535505278 -0.0019011827333132066 -0.0010686845396501196 0.00010155753434460917 -0.0005326894490863969 -0.0014209327276575811 0.00073523849632996696 0.0027743254506849197 0.00023667832419535864 0.002163600077192354 0.0010114992069005068
leaf_weight=75 61 63 55 59 66 66 58 73 59 209 75 2044
leaf_count=75 61 63 55 59 66 66 58 73 59 209 75 2044
internal_value=0 -0.000500967 0.000298175 0.000939886 0.00125135 0.000984488 0.00102314 0.00197447 0.000965517 0.000920752 0.000979131 0.000939662
internal_weight=0 245 182 2718 127 2659 2593 148 2445 2386 2328 2253
internal_count=2963 245 182 2718 127 2659 2593 148 2445 2386 2328 2253
is_linear=0
shrinkage=0.00829529


Tree=1580
num_leaves=12
num_cat=0
split_feature=12 4 33 10 49 400 4 16 15 16 399
split_gain=5.36973 3.29057 3.03775 3.73611 1.36897 1.16102 2.58621 1.28856 2.45639 1.32323 0.942469
threshold=-0.19698999999999997 -0.51843499999999987 0.075230000000000019 -0.013164999999999998 -0.14305499999999996 -0.0056149999999999993 -0.018069999999999996 -0.24404999999999996 -0.42075999999999997 -0.49353499999999995 0.082730000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 10 9 -9 -7 -6
right_child=1 2 -4 4 5 7 -8 8 -10 -11 -12
leaf_value=-0.001838684397834615 0.0030589349099658905 -0.0016191324592851218 0.0030272626659363713 -0.0003281277261179687 7.9084532454011522e-05 0.00098506943632732354 -0.0015506584310510726 -0.0011154461159231435 0.00088362137834495792 0.0022521694767007466 0.0015144273905653121
leaf_weight=66 58 56 53 88 80 183 55 55 2107 119 80
leaf_count=66 58 56 53 88 80 183 55 55 2107 119 80
internal_value=0 0.000855292 0.000810817 0.000769169 0.000817541 0.000855211 0.000196255 0.000912669 0.00083272 0.00148469 0.000797379
internal_weight=0 2934 2876 2823 2767 2679 215 2464 2162 302 160
internal_count=3000 2934 2876 2823 2767 2679 215 2464 2162 302 160
is_linear=0
shrinkage=0.00934185


Tree=1581
num_leaves=27
num_cat=0
split_feature=15 3 3 10 12 156 3 14 42 12 13 12 3 13 12 52 52 13 13 52 157 156 12 3 13 3
split_gain=229.635 100.111 48.625 20.2055 16.7491 15.6811 10.7083 10.4405 8.72897 8.32158 7.68689 9.97438 6.02661 6.14304 3.34807 3.00932 4.49984 3.8473 2.57204 2.19418 1.82561 2.52629 2.19611 1.623 1.19341 1.17312
threshold=-0.24211499999999997 -0.064349999999999991 0.28833000000000003 -1.0000000180025095e-35 0.023990000000000004 0.083125000000000018 0.15217000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.093670000000000017 -0.060719999999999989 -1.0000000180025095e-35 -0.15288999999999997 -0.095139999999999988 -0.032329999999999991 -0.54533999999999982 0.06136500000000001 -0.073724999999999985 0.0040450000000000009 -0.094219999999999984 -0.08205999999999998 0.087205000000000019 0.083785000000000012 -0.088824999999999987 -0.073984999999999981 -0.080914999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 -3 -2 8 7 -1 14 12 -10 -12 -6 25 -5 -11 17 -17 -19 -7 21 -15 -22 -18 -25 -14
right_child=1 2 -4 5 9 19 -8 -9 10 15 11 -13 13 20 -16 16 23 18 -20 -21 22 -23 -24 24 -26 -27
leaf_value=0.0030197908576149882 0.0034698742792309456 0.002784540986992946 0.0018490591665574882 0.0049769146894718813 0.0056184847736551963 0.0053074500934227418 0.0011651910632603764 0.0018475378206246325 0.0043533678211078626 0.0051861778174822019 0.0025972420333396041 0.003783098794544935 0.0041474240157767352 0.0055424780997476875 0.0041532835799655728 0.0039265259975944595 0.0052207960265919827 0.0047625355318015464 0.0042658486536276425 0.0046105369088632626 0.0053750508565211024 0.0048966820619079643 0.0049295026841552634 0.0050483510222669014 0.0045984506266307668 0.0046529185126645747
leaf_weight=83 52 74 71 52 86 58 58 102 88 57 56 181 57 83 71 77 57 151 110 53 73 67 954 53 119 57
leaf_count=83 52 74 71 52 86 58 58 102 88 57 56 181 57 83 71 77 57 151 110 53 73 67 954 53 119 57
internal_value=0 0.00457173 0.00377373 0.00398957 0.00484537 0.00414904 0.00208529 0.00237361 0.00394435 0.0048811 0.00373334 0.00350301 0.0049878 0.00494576 0.0045017 0.00464561 0.00459122 0.0044106 0.0045533 0.00497493 0.00499856 0.0052542 0.0049612 0.00485771 0.00473724 0.0044004
internal_weight=0 2757 704 633 2053 559 243 185 448 2001 325 237 1377 1291 123 624 567 338 261 111 1177 150 1027 229 172 114
internal_count=3000 2757 704 633 2053 559 243 185 448 2001 325 237 1377 1291 123 624 567 338 261 111 1177 150 1027 229 172 114
is_linear=0
shrinkage=0.0024518


Tree=1582
num_leaves=14
num_cat=0
split_feature=12 132 41 0 42 15 16 482 1452 43 40 12 43
split_gain=4.12987 2.1831 3.94705 2.30128 2.28003 1.48915 1.6971 1.49719 1.69132 1.7695 2.42252 2.31983 1.20251
threshold=-0.19698999999999997 0.089275000000000007 0.075585000000000013 -0.064994999999999983 0.089470000000000008 -0.41956999999999994 -0.42170999999999997 -1.0000000180025095e-35 0.086470000000000005 -0.09361499999999999 -0.08440499999999998 0.082595000000000016 -0.078949999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 12 -4 6 -2 -7 9 11 -11 -9 -3
right_child=1 3 4 -5 -6 7 -8 8 -10 10 -12 -13 -14
leaf_value=-0.0013624982872750225 0.0009245463434436657 -2.2542387354344233e-05 0.0036353661174086931 -0.0015299253255630562 0.0013189558502625892 -0.00046194380664696199 -0.0011113122467605421 0.003310431333887164 0.0022805333545267066 -0.00094359838206456274 0.00093902413667377625 0.0012402040453194446 0.0017240888628098346
leaf_weight=66 77 85 73 57 70 58 62 57 87 59 1970 225 54
leaf_count=66 77 85 73 57 70 58 62 57 87 59 1970 225 54
internal_value=0 0.000953555 0.0010204 1.93031e-05 0.00250214 0.000938707 1.57621e-05 0.000990903 0.00102608 0.000978816 0.000884232 0.001659 0.000655302
internal_weight=0 2934 2738 196 143 2595 139 2456 2398 2311 2029 282 139
internal_count=3000 2934 2738 196 143 2595 139 2456 2398 2311 2029 282 139
is_linear=0
shrinkage=0.00915867


Tree=1583
num_leaves=18
num_cat=0
split_feature=2 2 3 3 43 155 1452 131 2 106 47 16 0 0 3 2 13
split_gain=6.2248 2.16008 3.7057 5.62109 3.48433 2.20302 1.79938 1.7461 1.92892 1.66902 1.82184 2.24269 1.47946 1.02542 1.26975 1.01168 1.38592
threshold=0.17553000000000005 0.10060500000000001 -0.08867499999999999 -0.13827999999999999 -0.50360999999999989 0.099445000000000019 0.087375000000000008 0.081725000000000006 0.10384 0.085650000000000018 0.118245 -0.4193599999999999 0.080385000000000012 -0.14720499999999997 0.11995000000000001 0.13966500000000001 -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 4 3 12 -1 6 9 8 -4 10 11 -6 -3 14 -10 16 -15
right_child=-2 2 7 -5 5 -7 -8 -9 13 -11 -12 -13 -14 15 -16 -17 -18
leaf_value=0.0028740287082305764 -0.0018259007025673353 -0.00069423702449984508 0.002201504838803416 -0.0028649382186554505 -0.00039837708481254772 0.0023749583966333277 0.0019559750645521796 -0.00052360827445139732 -0.00080780230657049971 -0.00061158024736031053 0.0021429320449423916 0.00076456197503679065 0.0010006363065584957 0.0009831093762822621 0.00086155689012587468 0.0017368727102823514 -0.0003444153679594441
leaf_weight=52 63 60 57 52 112 54 75 70 60 60 57 1769 72 196 56 68 67
leaf_count=52 63 60 57 52 112 54 75 70 60 60 57 1769 72 196 56 68 67
internal_value=0 0.000706727 0.000339925 -0.000644485 0.000834286 0.00078438 0.000742905 0.000655633 0.000819585 0.000697327 0.000737894 0.000695272 0.000229595 0.000643177 -1.17098e-06 0.000869248 0.000644595
internal_weight=0 2937 758 184 2179 2127 2073 574 504 1998 1938 1881 132 447 116 331 263
internal_count=3000 2937 758 184 2179 2127 2073 574 504 1998 1938 1881 132 447 116 331 263
is_linear=0
shrinkage=0.00797318


Tree=1584
num_leaves=19
num_cat=0
split_feature=2 2 49 1 15 1 131 51 150 12 49 1 1 157 15 150 12 160
split_gain=4.41054 1.56192 2.89262 2.94341 2.73142 2.81259 2.77814 2.74393 2.10207 2.16762 1.77015 1.79795 1.76755 1.71056 2.81435 2.28513 1.48425 0.336436
threshold=0.17990500000000001 0.10060500000000001 -0.064334999999999989 0.13535500000000003 -0.41956999999999994 0.11181500000000001 0.090595000000000023 0.10636000000000001 0.087790000000000021 -0.090874999999999984 0.12314000000000001 0.098395000000000024 0.077845000000000011 -0.082189999999999999 -0.023589999999999996 0.088985000000000009 -0.079404999999999989 -0.085494999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 8 -1 7 -7 13 9 -4 11 -11 -9 14 -6 16 -15 -16
right_child=-2 2 3 -5 5 6 -8 12 -10 10 -12 -13 -14 15 17 -17 -18 -19
leaf_value=-0.0010017410789760919 -0.0020895063963160842 -0.0012908322346210932 -0.0017182015456743229 0.0025212704741975111 0.0032214788719000117 0.0031391995538828368 0.00046314410886694575 0.0010752268814964202 0.0022146472302423184 0.0010995465875744338 -0.00099135348866556759 -0.00019537877202522656 0.0036130629719226533 0.0019936498824908878 9.8842676804487223e-05 -0.0010908063139913173 0.00063478196581362911 0.0012067973963487189
leaf_weight=73 54 91 52 65 66 100 58 52 52 267 77 163 52 80 52 70 1524 52
leaf_count=73 54 91 52 65 66 100 58 52 52 267 77 163 52 80 52 70 1524 52
internal_value=0 0.000713051 0.000335623 0.000554722 0.000845857 0.00090995 0.00215751 0.000808708 0.000345345 0.000171271 0.000365267 0.000608438 0.00234514 0.000721999 0.00165128 0.000627565 0.000702621 0.000653818
internal_weight=0 2946 767 676 2179 2106 158 1948 611 559 507 430 104 1844 170 1674 1604 104
internal_count=3000 2946 767 676 2179 2106 158 1948 611 559 507 430 104 1844 170 1674 1604 104
is_linear=0
shrinkage=0.00971926


Tree=1585
num_leaves=13
num_cat=0
split_feature=3 0 51 0 9 51 16 159 3 10 16 16
split_gain=2.87648 4.05273 1.83461 4.19963 1.95407 1.85673 2.97378 1.74298 1.76363 4.68682 1.71766 1.64571
threshold=-0.16100499999999998 0.10446500000000002 0.096685000000000007 -0.10228499999999999 -0.075899999999999981 0.14122000000000004 -0.075724999999999987 0.11813500000000002 -0.14719499999999996 -0.015289999999999998 0.5455350000000001 0.40422000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 4 -4 -2 6 -5 8 -6 -10 -11 -1
right_child=1 -3 3 5 7 -7 -8 -9 9 10 -12 -13
leaf_value=0.0026468802127460589 0.0024444304469239137 -0.0017217319755637255 -0.0024738873025562267 0.0010670168662474081 0.0021845197084272819 0.0016728613212494314 -0.00199397985459812 -0.00067378168316142633 -0.0021228230028116171 0.00065720233856471398 0.0024459872426932892 0.00058974325894456218
leaf_weight=98 57 74 59 69 71 76 53 94 57 2119 52 59
leaf_count=98 57 74 59 69 71 76 53 94 57 2119 52 59
internal_value=0 0.000521975 0.000583349 -0.000197568 0.000665308 0.000480206 -0.00026191 0.000622887 0.000675949 0.000627829 0.000700095 0.00187448
internal_weight=0 2781 2707 257 2450 198 122 2393 2299 2228 2171 157
internal_count=2938 2781 2707 257 2450 198 122 2393 2299 2228 2171 157
is_linear=0
shrinkage=0.00971926


Tree=1586
num_leaves=34
num_cat=0
split_feature=12 15 2 2 2 15 2 12 160 133 13 15 15 2 43 15 43 42 159 42 13 52 42 52 42 13 42 43 15 50 12 51 42
split_gain=142.971 45.0359 43.4863 34.6047 34.1693 12.5082 13.842 11.9912 10.4951 9.15209 8.16353 6.84942 4.02802 4.02499 6.91776 4.29338 3.75162 2.65721 2.4325 2.43004 2.22056 1.75944 1.66665 1.64518 1.43935 1.31816 2.53854 1.3124 1.17403 1.24643 0.617094 0.55236 0.153371
threshold=0.056995000000000011 -0.2987999999999999 0.13501500000000002 0.10859000000000001 0.072175000000000017 -1.0000000180025095e-35 0.094155000000000016 0.092900000000000024 -0.075199999999999975 0.084675000000000014 -0.27740999999999993 -0.033234999999999994 -0.058859999999999989 0.08895500000000002 0.0034500000000000004 -0.031624999999999993 -0.049364999999999992 0.098205000000000015 0.087410000000000015 -0.045589999999999992 0.098240000000000008 -0.023474999999999996 0.094640000000000016 0.10096500000000001 0.085495000000000015 -0.09219999999999999 0.085790000000000019 -0.034774999999999993 -0.094839999999999994 0.10732000000000001 0.096385000000000012 -0.017084999999999999 -0.085319999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 7 4 9 6 -6 13 -1 -3 -5 12 19 18 15 24 -12 20 25 32 23 -17 -21 30 -15 26 -2 -19 -27 -30 -13 -7 -9
right_child=2 3 -4 10 5 31 -8 11 -10 -11 16 17 -14 14 -16 21 -18 27 -20 22 -22 -23 -24 -25 -26 28 -28 -29 29 -31 -32 -33 -34
leaf_value=0.0024557584285391058 0.0043845717362734687 0.0030979406143027146 0.0021343011412450355 0.0015705079813509472 0.0044542342973632075 0.004693548721228959 0.0029459416858219141 0.0042866519842707515 0.0010569337177159888 0.0016435198484030388 0.0021369168511047969 0.0049302162498589975 0.0030607947746652086 0.0043575594620731267 0.0033204750318511079 0.0050362191389102216 0.0030360935395908309 0.0035757343368878953 0.0040666378072295433 0.0034357204085112259 0.0039989527863399429 0.0044299320714408135 0.0039374567995168535 0.0042262297014145122 0.0037967753218724224 0.0041610453269819341 0.0051679359263390396 0.0041309042512483185 0.0045698814287301846 0.0041787262304324923 0.0045411933756632234 0.0050939256333369402 0.0040615994992869312
leaf_weight=62 55 74 70 70 89 52 83 52 97 52 54 54 55 52 57 54 84 52 84 103 84 95 88 85 90 67 64 75 646 65 70 52 52
leaf_count=62 55 74 70 70 89 52 83 52 97 52 54 54 55 52 57 54 84 52 84 103 84 95 88 85 90 67 64 75 646 65 70 52 52
internal_value=0 0.00286089 0.00419285 0.00318883 0.00364363 0.00416657 0.00372656 0.00426148 0.00160257 0.00249793 0.0023097 0.00399756 0.00372269 0.00441437 0.00416805 0.00433398 0.00268445 0.00422656 0.00450172 0.003846 0.00436635 0.00464985 0.00366704 0.00451388 0.00400233 0.00454243 0.00480612 0.00390381 0.00450207 0.00453416 0.00471084 0.00489401 0.0041744
internal_weight=0 769 2169 610 402 276 172 2099 159 126 208 770 350 1329 348 291 138 420 981 295 293 149 191 209 142 897 119 127 778 711 124 104 104
internal_count=2938 769 2169 610 402 276 172 2099 159 126 208 770 350 1329 348 291 138 420 981 295 293 149 191 209 142 897 119 127 778 711 124 104 104
is_linear=0
shrinkage=0.00265391


Tree=1587
num_leaves=32
num_cat=0
split_feature=12 12 3 15 132 150 150 12 41 123 3 15 15 15 15 52 3 3 48 159 42 52 481 42 12 52 52 47 3 52 15
split_gain=95.2961 34.0102 28.5984 24.2809 16.0249 18.2483 14.9197 8.44407 9.0402 7.378 7.41735 4.62335 4.31965 3.90643 3.5685 2.5092 2.17848 2.83401 2.44735 1.85746 1.82046 2.88136 1.66475 1.63291 2.01752 1.17412 0.741766 0.624501 0.670951 0.888634 0.367145
threshold=0.056995000000000011 0.13936000000000001 0.28833000000000003 -0.40166999999999992 0.080815000000000012 0.083810000000000009 -0.029954999999999999 0.092900000000000024 0.075585000000000013 1.0000000180025095e-35 0.10402500000000002 -0.088819999999999982 -0.47612499999999996 -0.033234999999999994 -0.056634999999999991 -0.23266999999999996 -0.08095999999999999 -0.10859999999999999 0.083775000000000002 0.086140000000000008 0.094640000000000016 0.0049050000000000005 -0.086319999999999994 0.098705000000000001 0.095565000000000011 0.024870000000000003 -0.088614999999999985 1.0000000180025095e-35 -0.07822999999999998 0.085250000000000006 0.096995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 12 5 6 -5 8 16 10 -8 -7 -1 14 15 -9 17 -2 22 -4 21 -17 -19 24 -15 26 -26 28 29 -18 -25
right_child=1 -3 19 4 -6 11 9 13 -10 -11 -12 -13 -14 23 -16 20 27 18 -20 -21 -22 -23 -24 30 25 -27 -28 -29 -30 -31 -32
leaf_value=0.00092016603138602283 0.0029563478297140924 0.0015394554860690989 0.00083231749267885958 0.0018746205799794954 0.0013849107281133453 0.0025770782374333473 0.0037080649460720138 0.0033924673570189137 0.0042326867859489485 0.0025527477325826753 0.0027484589957170692 0.0016523275863753895 0.0018644864441072391 0.0036378008855076013 0.0023359901407145256 0.0024319903875053947 0.003004466829113258 0.0039081491415827313 0.0030696582032036139 0.0014571212565651528 0.0032011907875243622 0.0030900482900207667 0.0034669924796693228 0.002852872106018557 0.0032568990682205435 0.0034141124708758413 0.0028575756369375923 0.0029414533121333878 0.0034144139223208467 0.0033782015036925152 0.0031326009433916484
leaf_weight=52 72 66 59 52 52 52 181 75 73 66 63 79 61 95 54 84 103 54 87 52 72 72 744 52 52 92 60 54 82 60 66
leaf_count=52 72 66 59 52 52 52 181 75 73 66 63 79 61 95 54 84 103 54 87 52 72 72 744 52 52 92 60 54 82 60 66
internal_value=0 0.00323924 0.00225429 0.00244471 0.00265502 0.00278893 0.00306727 0.00329257 0.003409 0.00326724 0.0034604 0.0020196 0.00143016 0.00309263 0.00290739 0.00300914 0.00336111 0.00341743 0.00345491 0.00112525 0.00288293 0.00273587 0.00349688 0.00325116 0.00334642 0.0032106 0.00304321 0.00318077 0.00323341 0.0031422 0.00300955
internal_weight=0 2169 769 658 545 493 362 2103 1329 310 244 131 113 774 357 303 1256 957 885 111 228 156 798 417 299 204 112 299 245 163 118
internal_count=2938 2169 769 658 545 493 362 2103 1329 310 244 131 113 774 357 303 1256 957 885 111 228 156 798 417 299 204 112 299 245 163 118
is_linear=0
shrinkage=0.00240373


Tree=1588
num_leaves=12
num_cat=0
split_feature=3 40 3 9 151 43 2 3 3 51 12
split_gain=2.49687 2.31446 2.63679 2.29465 2.11431 2.07888 4.88233 4.61291 2.62987 2.54912 0.886734
threshold=0.28833000000000003 0.0052450000000000005 -0.24190499999999995 -1.0000000180025095e-35 0.077805000000000013 -0.036849999999999994 -0.080104999999999996 -0.13117499999999996 -0.012814999999999998 0.116525 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 7 -7 -5 -9 -8 -2
right_child=10 -3 3 4 -6 6 9 8 -10 -11 -12
leaf_value=0.0022450126281765466 0.00021833659565181866 -0.00069513675264524166 -0.00054984205554663265 -0.0010751619601723588 0.0018240007219700437 0.003093856386300004 0.00091198189822539724 0.00070918987437134891 -0.00089924175811015587 -0.00055530516959725396 -0.001067207732142933
leaf_weight=63 63 61 75 93 97 54 1143 1109 58 68 54
leaf_count=63 63 61 75 93 97 54 1143 1109 58 68 54
internal_value=0 0.000723393 0.000754773 0.000719933 0.000756284 0.000715236 0.000926247 0.000503324 0.000629183 0.000829526 -0.000374319
internal_weight=0 2821 2760 2697 2622 2525 1265 1260 1167 1211 117
internal_count=2938 2821 2760 2697 2622 2525 1265 1260 1167 1211 117
is_linear=0
shrinkage=0.00736598


Tree=1589
num_leaves=10
num_cat=0
split_feature=49 3 3 3 40 0 34 34 0
split_gain=2.21985 1.93707 2.49824 2.8975 2.60179 1.96736 2.0994 2.38281 1.36769
threshold=-0.23591499999999996 0.28833000000000003 0.12955000000000003 0.11269500000000002 0.0052450000000000005 0.148925 -0.084564999999999987 -1.0000000180025095e-35 -0.11073999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8 -3
right_child=1 8 -4 -5 -6 -7 7 -9 -10
leaf_value=0.0025775380761173076 -0.0010107584867007874 0.00043180931516292919 0.0026205492269730599 -0.0015264614054759107 -0.0012872309727500236 0.0025885423354794351 0.0028113068913332372 0.0007490761838164769 -0.0016627602182636063
leaf_weight=58 60 62 63 52 56 54 52 2429 52
leaf_count=58 60 62 63 52 56 54 52 2429 52
internal_value=0 0.000694018 0.000744202 0.000700432 0.000744151 0.000788028 0.000749724 0.00079234 -0.000522716
internal_weight=0 2880 2766 2703 2651 2595 2541 2481 114
internal_count=2938 2880 2766 2703 2651 2595 2541 2481 114
is_linear=0
shrinkage=0.00952868


Tree=1590
num_leaves=28
num_cat=0
split_feature=1 1 12 124 13 12 39 42 1 0 12 42 13 1 52 0 52 12 48 48 13 52 52 42 13 160 0
split_gain=225.285 48.9793 37.7719 19.1724 11.9347 10.6632 6.20088 5.71991 5.55594 8.58845 7.34783 4.61397 3.72698 3.25342 2.99354 2.80663 4.41565 5.28286 2.46709 4.21925 1.98068 1.4976 1.98693 1.30209 2.93982 0.936306 0.654829
threshold=0.10404000000000001 0.13130500000000003 0.085075000000000026 -0.082254999999999981 -0.071564999999999976 0.11878500000000002 0.092310000000000017 0.073240000000000013 0.089605000000000018 -0.10228499999999999 0.090285000000000018 0.090645000000000017 0.076825000000000018 0.11156000000000001 -1.0000000180025095e-35 -0.08176499999999999 -0.43479999999999991 0.091680000000000011 0.088485000000000008 0.078735000000000013 -0.084869999999999987 0.024870000000000003 0.099570000000000006 -0.080354999999999982 -0.046389999999999994 -0.41629499999999992 -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
left_child=3 2 7 -1 -3 8 -6 13 10 -10 12 -4 18 -2 -15 -11 -17 -18 19 -5 -20 23 26 -12 -25 -24 -23
right_child=1 4 11 5 6 -7 -8 -9 9 15 21 -13 -14 14 -16 16 17 -19 20 -21 -22 22 25 24 -26 -27 -28
leaf_value=0.0026443725274320818 0.0023179226116152372 0.00059020336138234937 0.0040150776128072959 0.0042331188795027876 0.0023805458749114774 0.0030055922565617502 0.001205981213435214 0.0028135677618511298 0.0028932289555486791 0.004333620715264338 0.0039980117701394757 0.0031747405183201139 0.0035397248612573074 0.0020917680268071966 0.0012854028097227192 0.0044451674718903149 0.0029065405607850738 0.0038734030667111584 0.0042104984277168307 0.0049362807601610057 0.0034900735375135161 0.0044362711831057236 0.0040739172603745204 0.0038017735124726356 0.0030876485547547713 0.0036571872490618923 0.0040536651672714117
leaf_weight=74 78 103 102 963 61 72 61 60 67 83 69 79 55 56 71 52 55 128 53 62 52 53 54 123 58 125 80
leaf_count=74 78 103 102 963 61 72 61 60 67 83 69 79 55 56 71 52 55 128 53 62 52 53 54 123 58 125 80
internal_value=0 0.00223271 0.00273205 0.00394816 0.00124278 0.00399193 0.00179349 0.00210603 0.00402522 0.00374143 0.00408775 0.00364845 0.0042042 0.00189881 0.00164118 0.00392006 0.00377387 0.00358297 0.00423652 0.00427568 0.00385398 0.00384215 0.00396359 0.00369048 0.00357309 0.00378306 0.00420634
internal_weight=0 671 446 2278 225 2204 122 265 2132 385 1747 181 1185 205 127 318 235 183 1130 1025 105 562 312 250 181 179 133
internal_count=2949 671 446 2278 225 2204 122 265 2132 385 1747 181 1185 205 127 318 235 183 1130 1025 105 562 312 250 181 179 133
is_linear=0
shrinkage=0.00260187


Tree=1591
num_leaves=10
num_cat=0
split_feature=0 2 4 0 11 0 13 4 1428
split_gain=3.73354 5.8424 3.22963 2.46167 3.23719 1.95475 3.03847 1.47163 1.4631
threshold=0.11737000000000002 0.10859000000000001 -0.39175499999999991 0.024295000000000001 0.088315000000000018 -0.033754999999999993 -0.43902499999999994 -0.10701499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4 -8 -9
right_child=1 -3 3 -5 -6 -7 7 8 -10
leaf_value=0.0024553907870851137 0.00083778009095909582 -0.003135140087250409 -0.0012051362038463021 -0.0010788213516932064 0.0028473358405194959 0.0022295256160484015 -0.00045784438318264469 0.00077730436145899092 0.0023032568647290649
leaf_weight=99 77 52 67 59 64 74 79 2324 54
leaf_count=99 77 52 67 59 64 74 79 2324 54
internal_value=0 -0.000762949 0.000830022 0.000770849 0.000811882 0.000761702 0.000718629 0.000771128 0.000811997
internal_weight=0 129 2820 2721 2662 2598 2524 2457 2378
internal_count=2949 129 2820 2721 2662 2598 2524 2457 2378
is_linear=0
shrinkage=0.00915867


Tree=1592
num_leaves=19
num_cat=0
split_feature=9 11 41 41 42 481 15 49 159 16 447 16 481 403 2 15 43 16
split_gain=3.30743 2.03673 2.16146 2.75953 1.54635 1.53451 1.35308 2.33133 2.32968 2.10023 1.60075 1.16006 1.06348 1.02516 1.12576 0.891681 0.498915 0.0801701
threshold=-1.0000000180025095e-35 0.096860000000000016 0.075585000000000013 0.083270000000000011 -0.09361499999999999 -0.012169999999999999 -0.091664999999999983 -0.019034999999999996 0.093100000000000002 0.062910000000000008 0.083945000000000006 0.0033900000000000002 -0.067104999999999984 -0.083219999999999975 0.089945000000000011 -0.096724999999999992 -0.12788999999999998 -0.085134999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 11 12 7 -7 10 -10 -8 16 13 -6 -15 -9 -2 -18
right_child=1 -3 3 -5 5 6 8 15 9 -11 -12 -13 -14 14 -16 -17 17 -19
leaf_value=-0.00082664008304833125 0.0012132646523980296 -0.0008203257187350436 0.0027409081039175701 0.00067868511836650101 0.0015744426294822206 -0.0011805215980819855 0.00046198120986389491 0.00039480017266046085 0.0020978470592643347 0.00035255761485486925 -0.00082709782438214615 0.0018621857306628296 0.0019161624403759567 -3.0891790045805327e-05 0.0012741860812517803 -0.0005897281619811251 0.00023734050864272186 0.00063965252770039694
leaf_weight=95 74 56 53 94 58 67 1449 373 86 62 52 69 52 95 54 55 53 52
leaf_count=95 74 56 53 94 58 67 1449 373 86 62 52 69 52 95 54 55 53 52
internal_value=0 0.000542752 0.000570061 0.00142273 0.00052275 0.000466662 0.000403174 7.18713e-05 0.000502579 0.00136723 0.000417272 0.00106591 0.000991917 0.000759367 0.000441572 0.000268104 0.000758529 0.000437315
internal_weight=0 2854 2798 147 2651 2403 2144 495 1649 148 1501 248 259 207 149 428 179 105
internal_count=2949 2854 2798 147 2651 2403 2144 495 1649 148 1501 248 259 207 149 428 179 105
is_linear=0
shrinkage=0.00722155


Tree=1593
num_leaves=29
num_cat=0
split_feature=4 2 2 3 123 43 2 4 3 2 48 0 16 3 16 4 4 2 48 0 3 1446 42 0 4 3 43 50
split_gain=190.812 71.6126 32.6688 30.7668 12.2306 11.9204 9.96845 9.51299 9.32239 8.03073 7.77813 7.07848 5.97882 12.8617 5.20282 5.16357 6.42926 7.79685 4.97917 4.32366 2.3454 2.08291 1.95036 1.72686 1.26181 1.22261 1.17241 0.224109
threshold=0.27420500000000009 0.13631000000000001 0.14073000000000005 -0.047774999999999991 0.085705000000000017 -0.065749999999999989 0.11203000000000002 0.032770000000000001 0.11878500000000002 0.097005000000000022 0.086410000000000015 -0.105195 0.39813000000000004 -0.08867499999999999 -0.10750499999999999 -0.17568999999999999 -9.4999999999999992e-05 0.089545000000000013 0.08956500000000002 -0.084154999999999994 -0.080114999999999978 0.037915000000000011 0.085790000000000019 -0.06976499999999998 -0.081244999999999998 -0.080884999999999985 -0.064179999999999987 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 2 2 2 2 2 2
left_child=1 3 4 7 8 10 15 9 11 19 -5 -2 13 -11 25 -7 -17 -18 -3 20 22 24 -1 -16 -21 -9 -15 -22
right_child=2 18 -4 5 -6 6 -8 14 -10 12 -12 -13 -14 26 23 16 17 -19 -20 21 27 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0032682937034697662 0.0026452217299553133 0.001564638774857993 -0.00029675020527740535 0.0022687017037054447 0.00055188814063895681 0.0033355655900625496 0.0017620095042293236 0.003105552420718779 0.00089147313329880737 0.0015995468264650677 0.0011767639445405349 0.0015572855336615744 0.003235499421188749 0.0031824084196155284 0.001930559463069617 0.0020499183185545685 0.0034703993131725455 0.0023579780349461802 0.00060042351033696658 0.0031438754987127091 0.0031156329697279968 0.0034644874075623398 0.0035547234983514314 0.0025266884490219061 0.0029428016564647568 0.0026628792531119922 0.0027270529997911173 0.0029006149610582947
leaf_weight=401 57 54 81 90 68 75 58 77 54 58 57 73 88 52 53 69 68 67 61 270 54 61 190 52 461 61 76 63
leaf_count=401 57 54 81 90 68 75 58 77 54 58 57 73 88 52 53 69 68 67 61 270 54 61 190 52 461 61 76 63
internal_value=0 0.0028364 0.000979399 0.00291837 0.00138969 0.00239501 0.00263466 0.00304394 0.00169918 0.00310274 0.00184547 0.00203449 0.00273837 0.00250303 0.00261459 0.00281598 0.00262483 0.00291849 0.0010534 0.00316928 0.0033009 0.00305159 0.00336042 0.00222602 0.0030171 0.00291006 0.00291223 0.00300007
internal_weight=0 2616 333 2501 252 484 337 2017 184 1774 147 130 274 186 243 279 204 135 115 1500 708 792 591 105 731 138 128 117
internal_count=2949 2616 333 2501 252 484 337 2017 184 1774 147 130 274 186 243 279 204 135 115 1500 708 792 591 105 731 138 128 117
is_linear=0
shrinkage=0.00231039


Tree=1594
num_leaves=23
num_cat=0
split_feature=1 4 2 49 15 14 376 4 51 1 15 1 2 4 49 4 3 3 3 1 3 133
split_gain=142.648 36.5103 29.9911 12.7706 11.5279 11.1063 12.0205 9.54252 8.80875 12.4078 7.41447 8.46847 27.1552 6.88333 6.30114 5.66046 4.99274 12.1903 3.64117 3.33978 2.23314 2.0048
threshold=0.11392000000000001 0.27644500000000005 0.10060500000000001 -0.064334999999999989 -0.43091499999999999 0.073890000000000011 0.076485000000000011 -0.17006499999999999 -0.096089999999999981 0.081315000000000012 -0.19153499999999998 0.080320000000000016 0.08622500000000001 -0.064209999999999989 0.0060400000000000011 0.44128500000000004 0.0025650000000000004 -0.14719499999999996 -0.079954999999999984 0.13522500000000001 -0.074084999999999998 0.087120000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 19 6 7 -1 21 13 -9 18 -13 -10 -5 -6 17 -11 -12 -3 -15 -4
right_child=1 4 8 14 15 -7 -8 10 9 16 11 12 -14 20 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0034979316751971574 0.0011924176622712293 0.0016296871368819074 0.0029899837391635137 0.0026526747203455283 0.00077870557072826552 0.0035665461363419194 0.0017947544898453168 0.0035234991354472166 0.001783655176058401 0.0021453899335241548 0.0029374221060671957 0.0027102855701286064 0.0011660487924098945 0.0029123682870645165 0.0017599202929400848 -0.0002029473463906248 0.0021031469775540895 0.00069662870867499881 0.0026390668004844437 0.00090643483352456742 0.0024302880742706518 0.002445376540635094
leaf_weight=92 62 56 74 102 53 90 53 61 54 52 864 496 58 83 56 54 85 54 240 61 95 54
leaf_count=92 62 56 74 102 53 90 53 61 54 52 864 496 58 83 56 54 85 54 240 61 95 54
internal_value=0 0.00139643 0.00270923 0.00201411 0.000789688 0.00283329 0.00279788 0.00282722 0.00226921 0.00212052 0.00279131 0.00276436 0.00254866 0.00245244 0.0023364 0.000283079 0.00171723 0.00140756 0.00287258 0.0012528 0.00265521 0.00276041
internal_weight=0 444 2505 220 224 1954 1864 1811 551 423 1719 1658 554 232 158 107 191 106 1104 117 178 128
internal_count=2949 444 2505 220 224 1954 1864 1811 551 423 1719 1658 554 232 158 107 191 106 1104 117 178 128
is_linear=0
shrinkage=0.00213444


Tree=1595
num_leaves=30
num_cat=0
split_feature=1 3 2 4 2 2 2 2 1 0 11 11 3 1 0 4 3 49 42 3 131 129 42 3 4 42 131 2 42
split_gain=232.442 54.3287 24.1249 22.8112 20.1378 12.5233 9.04307 13.0141 7.51282 7.28081 6.50055 6.11792 5.08562 3.25871 3.002 2.75139 2.41266 2.2452 2.09174 1.98758 1.86167 1.51015 1.96595 1.48801 1.45723 1.77887 1.31505 1.28843 0.596552
threshold=0.10123500000000001 -0.049204999999999992 0.093320000000000014 -0.15366499999999997 0.11426500000000002 0.14808000000000002 -1.0000000180025095e-35 0.10912000000000001 0.088470000000000007 -0.032274999999999991 0.084110000000000004 1.0000000180025095e-35 0.040040000000000006 0.087055000000000007 -0.14534499999999997 -0.072004999999999986 0.13772500000000001 0.10627500000000002 0.11382000000000002 -0.087454999999999991 0.079610000000000014 0.090660000000000004 -0.085319999999999993 -0.081864999999999979 -0.011209999999999999 0.090275000000000008 0.083410000000000026 0.081935000000000022 -0.080904999999999991
decision_type=2 2 2 2 2 2 2 2 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 11 -3 10 6 -5 -8 9 15 20 13 -9 14 -1 -4 -14 26 21 -15 -2 22 -17 -21 25 -25 27 -16 -28
right_child=1 3 8 5 -6 -7 7 12 -10 -11 -12 -13 16 19 17 18 -18 -19 -20 23 -22 -23 -24 24 -26 -27 28 -29 -30
leaf_value=0.0036181866305646784 0.0020456324541107723 0.0023808144980207121 0.0032257237949531296 0.00040808623165312365 0.0012607854605544025 -8.2567818456072908e-06 0.0019677245556343516 0.0003092650130781529 0.0019178436524060576 0.0020261427123874918 0.0032220846138314276 0.0036592447447463799 0.0014838148744386155 0.0024606269760279755 0.002727532166898851 0.0031938311481065893 0.00083785619405798246 0.0026159970337793262 0.0022712497213862983 0.0031856413230129553 0.0025660479725138608 0.002388336981090651 0.0027253967052850597 0.0024411687111513631 0.0030577778183808017 0.0029070726386308345 0.0031628414985787226 0.0030858840600683519 0.0035018956183848547
leaf_weight=52 58 53 53 90 74 72 80 53 80 81 61 81 54 54 54 53 61 52 53 82 84 52 289 70 98 99 56 806 52
leaf_count=52 58 53 53 90 74 72 80 53 80 81 61 81 54 54 54 53 61 52 53 82 84 52 289 70 98 99 56 806 52
internal_value=0 0.00147512 0.00291257 0.00100962 0.00225311 0.000832314 0.00101144 0.0012303 0.00255693 0.00264489 0.00261473 0.00306363 0.00087901 0.0030309 0.00309517 0.00274508 0.00114138 0.00306848 0.00268804 0.00285989 0.00235365 0.00274404 0.00279806 0.0029216 0.00284042 0.00271424 0.00309277 0.00306341 0.00332631
internal_weight=0 740 2217 463 277 410 338 248 661 581 203 1556 168 1475 1072 500 115 1020 447 403 142 394 342 349 267 169 968 860 108
internal_count=2957 740 2217 463 277 410 338 248 661 581 203 1556 168 1475 1072 500 115 1020 447 403 142 394 342 349 267 169 968 860 108
is_linear=0
shrinkage=0.00222067


Tree=1596
num_leaves=12
num_cat=0
split_feature=9 14 49 4 41 2 2 133 48 0 12
split_gain=2.87169 3.98232 3.0275 3.29439 3.52322 3.87729 2.17344 2.63555 2.56085 0.615463 0.428814
threshold=-1.0000000180025095e-35 0.020750000000000005 -0.15734499999999998 -0.46195999999999998 0.085175000000000015 -0.10238999999999998 0.08784500000000002 0.031880000000000012 0.088005000000000014 0.10923000000000001 0.081685000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 5 -5 8 -8 -7 -4 -3
right_child=1 10 3 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.00037134260826714562 -0.00073490836253956287 0.0028863894440428212 0.0015057802295981475 -0.00099040490547762112 0.002522507519070411 0.0010243300460675781 0.00034945035838369702 0.0010500466469722228 0.0026404436343286665 0.0025319188762909896 0.0019166129047501121
leaf_weight=101 66 52 63 68 73 1051 735 553 61 77 57
leaf_count=101 66 52 63 68 73 1051 735 553 61 77 57
internal_value=0 0.000942963 0.000885912 0.000925843 0.000862731 0.000813604 0.000864752 0.000650313 0.00111306 0.00207074 0.00238001
internal_weight=0 2856 2747 2681 2541 2468 2400 1288 1112 140 109
internal_count=2957 2856 2747 2681 2541 2468 2400 1288 1112 140 109
is_linear=0
shrinkage=0.00766357


Tree=1597
num_leaves=21
num_cat=0
split_feature=1 151 40 9 39 1 3 39 155 3 50 133 51 13 13 2 2 1 50 1
split_gain=2.56013 4.20121 2.3679 2.19131 2.14518 2.46047 3.03321 1.82281 1.80388 1.93185 1.63287 1.84476 1.48645 2.83225 3.22378 1.26628 1.94955 1.36851 0.778155 0.695465
threshold=0.11690500000000002 -0.065174999999999983 -0.072979999999999975 1.0000000180025095e-35 0.084720000000000004 0.10075500000000003 -0.15624499999999999 0.089030000000000012 0.088680000000000023 0.0098450000000000013 0.10861000000000003 0.0049900000000000005 -0.092104999999999979 -0.0069149999999999993 -0.24426999999999996 0.084095000000000017 0.076510000000000009 0.079440000000000024 0.11830500000000001 0.10726500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 -1 -6 9 19 15 -12 -4 14 -14 16 -8 -17 -13 -7
right_child=1 2 12 -5 7 8 10 -9 -10 -11 11 18 13 -15 -16 17 -18 -19 -20 -21
leaf_value=-0.00076578044912357197 -0.001843239639121332 -0.00077020121146075286 -0.00025762643771699519 0.0022451718152863786 0.0029365165866020336 -0.0016298171788533451 0.0010317355470881085 0.0010873208990308989 0.0014579106481761651 0.00059932105820382792 -0.00060070407834872592 0.00021838552417051204 0.0016780844281749528 0.0027619728125910354 -0.0010017533667242493 0.0010050828408984587 0.0022028320830594504 0.00017567307125858188 0.0015965913113853251 -0.00038740514862247827
leaf_weight=73 60 72 55 81 60 56 294 95 52 101 94 52 76 61 52 1189 147 155 62 70
leaf_count=73 60 72 55 81 60 56 294 95 52 101 94 52 76 61 52 1189 147 155 62 70
internal_value=0 0.000168722 0.000551021 0.000901677 0.000858112 0.000795572 0.000894318 0.00180371 6.40362e-05 -0.000254875 0.000955169 0.000259031 0.000941252 0.0012906 0.000588708 0.00103624 0.0014223 0.000909495 0.000968713 -0.000940291
internal_weight=0 376 316 2581 2500 2345 2066 155 279 227 1993 208 244 189 128 1785 441 1344 114 126
internal_count=2957 376 316 2581 2500 2345 2066 155 279 227 1993 208 244 189 128 1785 441 1344 114 126
is_linear=0
shrinkage=0.00829529


Tree=1598
num_leaves=11
num_cat=0
split_feature=48 16 40 2 51 15 1 474 41 2
split_gain=1.78556 2.36634 2.40874 2.19852 2.33129 1.88803 2.2186 4.56044 3.27031 1.40824
threshold=0.12036500000000001 -0.53870999999999991 0.088710000000000011 0.14415000000000003 0.14341000000000004 0.12341000000000001 0.10024500000000001 0.085850000000000024 0.079395000000000007 0.13154000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -8 -3 -2
right_child=9 2 -4 -5 -6 -7 7 -9 -10 -11
leaf_value=0.0018754417488687457 -0.001141098662966575 0.00073120896231200483 0.0022531648527689008 -0.00051026361620158493 0.0021245298597004675 0.0017938739349139163 -0.00025572997775349888 0.0018854051691372569 -0.00084019176213141029 0.00055504525880480712
leaf_weight=91 59 1930 52 103 60 75 381 69 81 56
leaf_count=91 59 1930 52 103 60 75 381 69 81 56
internal_value=0 0.000659144 0.00061888 0.000587363 0.000630944 0.000595575 0.000559023 7.23956e-05 0.000667875 -0.000314439
internal_weight=0 2842 2751 2699 2596 2536 2461 450 2011 115
internal_count=2957 2842 2751 2699 2596 2536 2461 450 2011 115
is_linear=0
shrinkage=0.00766357


Tree=1599
num_leaves=32
num_cat=0
split_feature=1 3 14 2 2 2 2 1 15 2 1 2 0 3 12 1 3 12 0 49 1 42 16 1 2 12 3 0 15 15 1
split_gain=194.278 39.5074 31.3369 19.6326 18.9023 15.9415 14.3904 13.715 18.2824 12.8752 6.88563 9.12391 6.40155 5.48451 4.26213 5.14604 4.19891 3.63362 2.45708 2.62752 2.41987 1.85642 1.96297 1.64962 1.46018 1.33218 1.09692 1.09374 0.87194 0.592776 0.52888
threshold=0.10378000000000001 -0.049204999999999992 0.064610000000000015 0.14492000000000002 0.11426500000000002 -1.0000000180025095e-35 0.093320000000000014 0.088470000000000007 -1.0000000180025095e-35 0.10928500000000001 0.083065000000000014 0.086115000000000011 0.040570000000000002 0.090170000000000014 0.10488500000000002 0.11104500000000002 -0.088824999999999987 0.092085000000000014 -0.097774999999999987 0.089215000000000017 0.11477000000000001 0.087065000000000017 -0.012119999999999997 0.092395000000000019 0.10615500000000001 0.10923500000000001 -0.082004999999999981 -0.07002499999999999 0.090165000000000009 -0.043134999999999993 0.094425000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 5 14 -3 10 12 -9 -7 18 16 17 -11 15 -2 -12 24 -1 21 -15 26 -23 28 -8 27 -20 -19 -18 -27 -25
right_child=1 3 -4 -5 -6 9 7 8 -10 13 11 -13 -14 20 -16 -17 23 25 19 -21 -22 22 -24 30 -26 29 -28 -29 -30 -31 -32
leaf_value=0.0030644890458031847 0.0020962340152194882 0.00040514783389077177 0.0037916025895484893 1.0544991983535349e-05 0.0010838275934777751 0.0021041751444066219 0.0028871683125849023 0.00074234439027003312 0.0024495934406748533 0.00054497671853345839 0.002007849238666769 0.0015960615411248112 0.0017576772839285955 0.0010136619388326144 0.001858174186081263 0.00299115508781249 0.0027909810527764136 0.0023539641527043384 0.0027579385660520795 0.0023707950941742255 0.0016168572541317063 0.0026945759821315018 0.0022655347898896472 0.0022660422919426248 0.0024673342412092031 0.0026939848125886639 0.0030085938828383115 0.0020454252046950032 0.0025035960162448586 0.0023785513003256611 0.0025220665298932446
leaf_weight=87 52 97 87 86 74 79 99 56 54 56 61 52 63 54 52 62 172 168 474 99 64 174 65 55 59 56 94 74 66 53 113
leaf_count=87 52 97 87 86 74 79 99 56 54 56 61 52 63 54 52 62 172 168 474 99 64 174 65 55 59 56 94 74 66 53 113
internal_value=0 0.00128204 0.00255939 0.000906613 0.00196396 0.00112673 0.00251052 0.00225794 0.00158065 0.00140329 0.00262443 0.0024287 0.00238815 0.00108494 0.00235618 0.00258314 0.00252137 0.00246615 0.0027267 0.00269424 0.00134101 0.0027339 0.00257798 0.00259847 0.00273054 0.00234707 0.00279946 0.00225971 0.00271138 0.00254081 0.00243838
internal_weight=0 676 2281 436 240 350 2194 682 110 253 1512 519 572 174 166 114 467 509 993 906 118 807 239 406 158 351 568 242 238 109 168
internal_count=2957 676 2281 436 240 350 2194 682 110 253 1512 519 572 174 166 114 467 509 993 906 118 807 239 406 158 351 568 242 238 109 168
is_linear=0
shrinkage=0.00209259


Tree=1600
num_leaves=24
num_cat=0
split_feature=4 2 39 2 2 0 16 2 2 2 0 15 16 4 0 1429 42 0 0 49 16 133 4
split_gain=167.121 78.5021 28.8821 14.7517 13.9747 16.4141 9.74061 7.78554 7.51176 5.82896 5.30183 5.98789 15.8662 4.73172 4.28918 3.80062 3.92417 2.99386 2.65072 2.60197 1.66184 1.42233 1.79979
threshold=0.31392000000000003 0.13388500000000003 0.0047850000000000011 0.14019000000000004 0.10523 -0.11471499999999998 -0.15693499999999996 -0.0050599999999999994 0.14808000000000002 0.094985000000000014 -0.076734999999999984 0.039965000000000007 0.066010000000000013 -0.10023999999999998 -0.18713499999999997 0.087070000000000022 0.089625000000000024 0.044695000000000006 -0.071749999999999994 0.10030500000000002 -0.50875499999999996 0.046800000000000008 -0.22295999999999996
decision_type=2 2 2 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 10 -6 14 -4 -3 -9 13 12 -12 -1 -2 16 -15 -14 -13 21 -16 22 -7
right_child=3 8 7 -5 5 19 -8 9 -10 -11 11 18 17 15 20 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0046199168779800497 0.002417553328196544 0.0025234520985450725 0.0020283324605949657 0.00088942405559137773 0.0022376554149527847 0.0039631184173659966 0.0030399374469805784 0.0037903826881867829 0.0012951101670380443 0.0027381729162041482 0.00234888403855236 0.0037131924568590039 0.0035468876895907706 0.0040588769769855856 0.0019027929545176233 0.0033503564715650891 0.0037275974817094402 0.0042572038124482382 0.0043001589583047525 0.0032355386419784821 0.0013218060307569209 0.0041240264043084975 0.0033646145429396838
leaf_weight=74 53 52 53 87 64 62 53 55 78 83 64 99 95 1178 54 60 279 62 96 69 73 61 66
leaf_count=74 53 52 53 87 64 62 53 55 78 83 64 99 95 1178 54 60 279 62 96 69 73 61 66
internal_value=0 0.00368214 0.00377991 0.00176868 0.00385661 0.0033724 0.00209687 0.00284447 0.00178665 0.00315773 0.00393429 0.00368211 0.00339947 0.00400021 0.00181904 0.00396996 0.00399546 0.00382756 0.0040023 0.00365378 0.00156905 0.00380633 0.00365472
internal_weight=0 2650 2520 320 2329 322 233 191 130 138 2007 416 221 1591 180 1517 1457 157 195 258 127 189 128
internal_count=2970 2650 2520 320 2329 322 233 191 130 138 2007 416 221 1591 180 1517 1457 157 195 258 127 189 128
is_linear=0
shrinkage=0.00250084


Tree=1601
num_leaves=17
num_cat=0
split_feature=10 12 2 3 13 1 1 3 12 12 13 3 12 51 4 39
split_gain=2.644 2.57495 3.51777 1.75656 1.57671 2.37171 5.96432 2.3699 1.72151 1.70994 4.16042 2.80274 2.30951 2.1909 2.16613 0.964675
threshold=0.057650000000000007 -0.12305999999999999 0.13554000000000002 -0.0031199999999999995 -0.094609999999999986 0.10970000000000001 0.078705000000000011 0.11269500000000002 0.088055000000000008 -1.0000000180025095e-35 -0.0094049999999999984 -0.055389999999999988 -0.090874999999999984 -0.033649999999999992 -0.49269499999999994 0.086400000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 15 5 6 8 9 -3 10 12 14 -6 -13 -11 -4
right_child=-2 2 3 -5 7 -7 -8 -9 -10 11 -12 13 -14 -15 -16 -17
leaf_value=0.002676133777161594 -0.00088446577826592574 0.0021175364125920614 -0.00049927757134498869 -0.0014170321777147914 8.8223313649266267e-05 0.0022374461044996356 -0.0023712711044045543 -0.00072979549996123418 -0.00022315599749095442 0.0031652017544042963 -0.0011417137663112125 0.0010820358596865846 0.0029800897003822318 0.0032095317815645386 0.0010897796817965879 0.0013964103823969293
leaf_weight=91 78 77 52 88 52 52 79 68 55 53 103 81 62 128 1793 58
leaf_count=91 78 77 52 88 52 52 79 68 55 53 103 81 62 128 1793 58
internal_value=0 0.00100149 0.000947043 -0.000351866 0.00104589 0.000302987 -0.00017324 0.00112934 0.00114143 0.00118503 0.000330676 0.00127519 0.00166194 0.00238552 0.00114943 0.000499286
internal_weight=0 2892 2801 198 2603 263 211 2340 132 2272 217 2055 114 209 1846 110
internal_count=2970 2892 2801 198 2603 263 211 2340 132 2272 217 2055 114 209 1846 110
is_linear=0
shrinkage=0.0101119


Tree=1602
num_leaves=20
num_cat=0
split_feature=2 133 3 0 457 49 0 12 129 160 156 1429 42 457 9 160 2 12 474
split_gain=2.08463 4.08502 2.81085 2.63058 2.2682 2.2603 2.37456 2.85652 2.39699 1.88151 1.31811 4.34479 1.69185 1.43203 3.41494 1.54028 1.47616 1.73814 1.30767
threshold=0.10060500000000001 -0.10210999999999999 0.10402500000000002 -0.23089999999999997 0.056920000000000005 0.12571000000000002 0.12429000000000001 -0.096004999999999993 0.084165000000000004 -0.54913999999999985 0.083125000000000018 0.084770000000000012 0.08400500000000001 0.048870000000000004 -1.0000000180025095e-35 0.085460000000000022 0.096325000000000008 -0.0066799999999999993 0.083840000000000012
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 -5 -9 -1 13 12 18 14 -11 -15 17 -16 -12
right_child=1 3 -4 4 -6 -7 -8 8 -10 10 11 -13 -14 15 16 -17 -18 -19 -20
leaf_value=0.0022517783982793469 0.0020763085490431675 0.0019030509428336574 -0.00089889019949167964 0.0022837189633377756 -0.0016477930265114372 -0.0012550127979150695 -0.0013840496199795252 0.00046404822306027901 -0.0014273151846847015 -0.0014280908355597869 0.0032126038408755754 -0.00053501606515213111 0.00093879926934783227 0.0024388566021966017 0.0021393721182936393 0.00067629776008595779 -0.00026162951982528431 0.00071905555642328225 0.001524476839752092
leaf_weight=63 80 52 66 53 55 74 53 406 52 53 75 65 76 66 62 71 100 1393 55
leaf_count=63 80 52 66 53 55 74 53 406 52 53 75 65 76 66 62 71 100 1393 55
internal_value=0 0.000294959 0.000785818 0.000103554 -3.13456e-05 0.000107865 0.000286839 0.000460314 0.000249115 0.000839344 0.000795161 0.00133377 0.00192387 0.000711464 0.000642006 0.00152606 0.000712619 0.000779639 0.00249908
internal_weight=0 825 2145 745 693 638 564 511 458 2079 2016 271 206 1745 1608 137 1555 1455 130
internal_count=2970 825 2145 745 693 638 564 511 458 2079 2016 271 206 1745 1608 137 1555 1455 130
is_linear=0
shrinkage=0.00829529


Tree=1603
num_leaves=15
num_cat=0
split_feature=13 48 51 3 131 52 3 16 13 52 9 16 402 52
split_gain=1.84504 1.65286 1.96744 1.96694 1.82766 1.74672 3.8505 4.02293 1.98263 2.77972 1.82442 1.08897 0.565766 0.479016
threshold=0.25472500000000003 0.12737000000000001 0.12702000000000002 -0.24190499999999995 0.092605000000000007 -0.11043499999999999 -0.10859999999999999 -0.076029999999999986 -0.087359999999999979 -0.25811499999999993 0.083710000000000021 -0.10750499999999999 -0.077299999999999994 0.023800000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 7 -7 -5 -10 -8 -6 -13 -14
right_child=-2 -3 -4 4 11 6 10 -9 9 -11 -12 12 13 -15
leaf_value=0.0024796536516745031 -0.00063196843771665232 -0.00056303798959440041 0.0020944623763942583 0.0027434609280015407 0.002557887773221558 8.6669937957679604e-05 0.00060508713690167926 -0.0030784204200013047 0.00016319923656111553 0.0019436631904322231 -0.0010982507458311189 0.0016889967084148894 0.0011836272185718243 6.287655125030716e-05
leaf_weight=53 103 96 90 58 55 108 1731 55 211 128 59 82 79 62
leaf_count=53 103 96 90 58 55 108 1731 55 211 128 59 82 79 62
internal_value=0 0.000665564 0.000708165 0.000661589 0.000624885 0.000538385 0.000421175 -0.000980681 0.00111473 0.000835769 0.000548887 0.00135573 0.00105877 0.000691536
internal_weight=0 2867 2771 2681 2628 2350 1953 163 397 339 1790 278 223 141
internal_count=2970 2867 2771 2681 2628 2350 1953 163 397 339 1790 278 223 141
is_linear=0
shrinkage=0.00952868


Tree=1604
num_leaves=18
num_cat=0
split_feature=47 0 447 47 12 48 12 3 457 457 15 3 4 399 3 52 15
split_gain=1.4583 1.87574 1.98005 1.50762 2.909 3.99946 1.7375 4.30843 3.49701 4.24296 2.33872 1.32097 2.59998 1.35704 1.27529 1.11686 0.860133
threshold=0.12865500000000005 -0.23395499999999997 0.088810000000000014 0.080075000000000021 0.085280000000000009 0.09062000000000002 0.085525000000000004 -0.10859999999999999 0.041025000000000006 0.084740000000000024 0.089125000000000024 -0.13392999999999997 -0.092854999999999979 0.088925000000000018 -0.18945499999999996 -0.13047499999999998 -0.10020499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 7 -3 10 -10 -9 14 -13 -14 -8 -6 -17
right_child=-2 2 -4 4 15 -7 11 8 9 -11 -12 12 13 -15 -16 16 -18
leaf_value=0.0024319732529110446 -0.00087047001060734956 -0.001938805010436386 -0.0011676400971849701 0.0046902989925617419 0.0016941243825620849 0.00088793590587635729 0.00064123064762600286 -6.3350153330546388e-05 0.0041807866229070815 0.00052971349670374412 0.0022075756009417103 -0.0012223848676576642 0.00065615336497850394 0.0020876949894283636 0.0025303192323156585 0.00078376021282502344 -0.00081187148672450785
leaf_weight=58 74 93 69 52 60 68 72 667 53 94 52 76 1182 75 81 75 69
leaf_count=58 74 93 69 52 60 68 72 667 53 94 52 76 1182 75 81 75 69
internal_value=0 0.000595239 0.000557663 0.000600695 0.00126205 0.00253654 0.00051301 0.0001706 0.000397257 0.00184684 0.000100736 0.000733912 0.000629594 0.000741655 0.00164206 0.000511815 1.8422e-05
internal_weight=0 2896 2838 2769 324 120 2445 959 866 147 719 1486 1333 1257 153 204 144
internal_count=2970 2896 2838 2769 324 120 2445 959 866 147 719 1486 1333 1257 153 204 144
is_linear=0
shrinkage=0.0103142


Tree=1605
num_leaves=9
num_cat=0
split_feature=4 48 1455 39 14 14 457 1373
split_gain=2.4965 1.91941 1.82552 1.52566 1.67407 2.17672 1.61149 1.68374
threshold=-0.5109999999999999 0.13991500000000004 -0.098579999999999987 -0.037714999999999992 0.082845000000000016 1.0000000180025095e-35 -0.10142499999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 -8
right_child=1 -3 3 4 -6 -7 7 -9
leaf_value=-0.0011275811166974962 0.0019785539937970851 -0.0010676642285368475 -0.00091114788066509397 -0.00093879926969266049 -0.00084776438069206531 0.0022840102132519625 0.0005339247447791861 0.0020727346593704672
leaf_weight=68 62 54 53 52 61 52 2521 52
leaf_count=68 62 54 53 52 61 52 2521 52
internal_value=0 0.000512102 0.000542034 0.000510091 0.000537635 0.000569237 0.000535234 0.000565059
internal_weight=0 2907 2853 2791 2738 2677 2625 2573
internal_count=2975 2907 2853 2791 2738 2677 2625 2573
is_linear=0
shrinkage=0.0084612


Tree=1606
num_leaves=29
num_cat=0
split_feature=1 1 3 1 150 14 1 3 1 1 2 52 2 13 3 1 2 3 156 3 1455 2 13 13 13 2 13 13
split_gain=235.397 38.8331 23.1602 18.9334 22.4053 14.5347 10.284 10.0741 7.17098 8.70339 6.25718 6.09839 12.6091 5.36487 4.65958 3.74063 3.71179 4.31558 3.04505 5.32933 2.44761 1.99658 3.46316 1.94902 1.29353 1.21713 1.18015 0.285539
threshold=0.10423500000000001 0.13654500000000003 -0.049204999999999992 0.089875000000000024 0.082085000000000019 0.073890000000000011 0.15390500000000004 -0.12711499999999995 0.11690500000000002 0.11215000000000001 0.089545000000000013 -0.22118499999999996 0.10523 -0.06286499999999999 -0.081864999999999979 0.12545500000000001 0.085865000000000011 -0.077344999999999983 0.083125000000000018 -0.069909999999999986 0.080985000000000015 0.084725000000000009 -0.0083299999999999989 0.036560000000000002 -0.088654999999999998 0.088375000000000023 -0.070774999999999991 -0.074564999999999979
decision_type=2 2 2 2 2 2 2 2 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 14 7 13 -1 9 -4 20 -2 -13 -3 23 -10 17 -16 19 24 21 22 -9 -5 -12 -23 -21 -19
right_child=1 6 8 4 -6 -7 -8 10 15 -11 18 12 -14 -15 16 -17 -18 27 -20 26 -22 25 -24 -25 -26 -27 -28 -29
leaf_value=0.0025128360185129165 0.0032592599895169606 0.00067224230386871771 0.0015080257724519447 0.0037938542312061004 0.0016980711937830033 0.0044504143923481797 -0.0001685208188016718 0.0035597960407241017 0.00066383878538430689 0.0027088738910377779 0.0029597408128962783 0.0029039855347551013 0.0014279060594135145 0.0016667838604108424 0.0025075969133358804 0.0014931129190860354 0.0023306565258669749 0.0032149720117056841 0.0036572018991138382 0.0031623792099461346 0.0030222497469746127 0.0033989824133216868 0.004127043755283966 0.0031653890318268964 0.003366688909668708 0.0036978545044494492 0.0027651197866609746 0.0034651608452323625
leaf_weight=80 63 75 99 60 82 72 53 279 52 54 52 91 53 54 55 80 52 66 85 60 55 437 81 56 411 99 167 52
leaf_count=80 63 75 99 60 82 72 53 279 52 54 52 91 53 54 55 80 52 66 85 60 55 437 81 56 411 99 167 52
internal_value=0 0.00167135 0.0020223 0.00328669 0.0028269 0.00339024 0.000722488 0.00334796 0.00157761 0.00193202 0.00338666 0.00263443 0.00236088 0.00108876 0.00309827 0.00116662 0.00289585 0.00306558 0.00322593 0.00317277 0.00351761 0.00354798 0.0036875 0.00349068 0.00332104 0.00345423 0.00287024 0.00332544
internal_weight=0 674 492 2301 423 1878 182 1806 285 153 1726 207 144 129 341 132 225 173 775 690 951 896 360 116 463 536 227 118
internal_count=2975 674 492 2301 423 1878 182 1806 285 153 1726 207 144 129 341 132 225 173 775 690 951 896 360 116 463 536 227 118
is_linear=0
shrinkage=0.00240373


Tree=1607
num_leaves=29
num_cat=0
split_feature=1 3 2 2 34 3 0 3 2 1 0 133 160 4 50 1 3 16 50 3 4 16 0 0 43 16 43 43
split_gain=102.9 24.691 9.13731 8.90591 7.53355 7.45863 6.17337 9.167 6.1452 4.64564 4.29136 4.25838 3.45593 3.24765 3.03577 2.81428 2.71007 3.38368 2.16644 2.57694 3.96703 2.09068 2.04509 1.91877 1.28557 1.27419 1.04981 0.634417
threshold=0.10423500000000001 -0.049204999999999992 0.10060500000000001 0.14561000000000004 -0.028269999999999997 -0.10690999999999999 -0.14720499999999997 0.081495000000000012 0.10523 0.089825000000000002 -0.10185499999999999 0.11524500000000001 -0.063889999999999988 0.036605000000000006 0.08956500000000002 0.093170000000000017 0.25089000000000006 -0.018754999999999997 0.10880500000000001 -0.020049999999999995 -0.10701499999999999 -0.15381999999999998 -0.063509999999999983 -0.08706499999999999 0.0010300000000000003 0.031255000000000005 -0.0076899999999999998 -0.07138499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 6 4 -3 -4 7 -1 22 13 -7 24 -6 18 15 -11 17 -14 19 20 -8 -15 -2 -20 25 -12 -16 -17
right_child=1 3 5 -5 12 10 9 -9 -10 14 11 -13 16 21 26 27 -18 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0035475872706537599 0.0025411574302981418 0.00045565440092073259 0.0012892648696233842 0.00030277745372819586 0.0018006017633801256 0.0017029125111293556 0.0018698658325361937 0.0023582445619857858 0.0014611225634167922 0.0015802052013457444 0.0028947870863910968 0.0017774596155856214 0.0016112183938456644 0.002392909243160143 0.0026198000249970286 0.0019955274655390817 0.00070165430561444848 0.00086499072836608386 0.0018313538959607886 0.0029792391692325232 0.0025279495094718729 0.001714811385500344 0.0019572837153814726 0.0024704209300813857 0.0021960962978461581 0.0024386448493011986 0.0021667806374209269 0.00237316988106384
leaf_weight=70 70 73 63 93 67 83 56 81 97 76 56 64 95 53 70 52 53 56 52 68 1073 53 70 58 65 101 53 54
leaf_count=70 70 73 63 93 67 83 56 81 97 76 56 64 95 53 70 52 53 56 52 68 1073 53 70 58 65 101 53 54
internal_value=0 0.00130205 0.00237009 0.000963118 0.00114157 0.00205465 0.00244298 0.00290977 0.00192688 0.00240194 0.00218526 0.00232515 0.00132624 0.00246013 0.00213227 0.00193443 0.00117031 0.00133464 0.00249304 0.00252284 0.00249533 0.0020541 0.0022494 0.00216855 0.00248292 0.00260151 0.00242481 0.00218815
internal_weight=0 674 2301 437 344 432 1869 151 237 1718 369 286 271 1413 305 182 204 151 1307 1197 1129 106 140 110 222 157 123 106
internal_count=2975 674 2301 437 344 432 1869 151 237 1718 369 286 271 1413 305 182 204 151 1307 1197 1129 106 140 110 222 157 123 106
is_linear=0
shrinkage=0.00240373


Tree=1608
num_leaves=27
num_cat=0
split_feature=1 157 157 13 3 3 43 3 16 160 376 48 16 3 475 16 16 2 3 160 3 1213 16 3 1210 2
split_gain=3.50608 2.76408 2.9882 2.25976 5.58071 4.28264 2.32943 2.22234 4.59619 1.58668 1.38932 1.96107 1.07225 1.85972 1.31484 1.31419 1.95468 2.45969 1.59047 1.42932 1.26515 1.24162 1.12403 1.08137 1.08056 0.896398
threshold=0.091395000000000018 -0.079269999999999993 -0.0036449999999999994 0.055610000000000007 -0.13827999999999999 -0.07934999999999999 -0.116045 -0.12711499999999995 -1.0000000180025095e-35 -0.52742999999999995 0.084770000000000026 -0.0020199999999999997 -0.0021749999999999994 -0.036264999999999992 -0.080909999999999996 -0.072904999999999984 -0.04040499999999999 0.090885000000000007 -0.086564999999999989 -0.087309999999999985 -0.077054999999999985 -0.025929999999999998 -0.46591499999999991 -0.086819999999999994 -0.077869999999999981 0.095465000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 4 -4 -6 -5 8 -1 -9 11 -7 15 14 -14 19 20 18 -18 -11 -17 24 -23 -16 -21 -25
right_child=1 2 3 6 5 10 -8 9 -10 12 -12 -13 13 -15 23 16 17 -19 -20 21 -22 22 -24 25 -26 -27
leaf_value=0.0014470861629312969 -0.0013551809547479551 0.002196444711626163 0.0033990941687094783 0.0006735989510134315 -0.0020093033941090978 -0.00090831290257081213 -0.0018505800435416103 0.0024106902941951613 -0.0020308096456929979 0.0021161547144833192 -0.00079198232026453732 0.00085755724490463271 0.0021803218127226919 0.002513553455861886 0.001642310354276593 0.00021746911785108287 -0.00059660818018154795 0.0026516040730183424 0.00099308734273508632 0.00039810403948987939 -0.0016275660608353474 0.0019519765857478086 0.00054136803007284349 -0.00045560241594111997 0.0018727984478693525 0.00087434345457873856
leaf_weight=70 82 77 53 53 66 62 80 72 63 101 65 475 73 100 85 86 82 55 166 58 52 55 482 71 174 117
leaf_count=70 82 77 53 53 66 62 80 72 63 101 65 475 73 100 85 86 82 55 166 58 52 55 482 71 174 117
internal_value=0 0.000288785 0.000433689 0.000274635 0.000481115 0.000249449 -0.000843954 0.000965705 -0.000199588 0.0010505 0.000497252 0.000653491 0.0009947 0.00139073 0.00106592 0.000859896 0.000444077 0.000863924 0.00046706 0.00107056 -0.000477039 0.0009331 0.00068603 0.000767571 0.00150455 0.000371546
internal_weight=0 1013 931 854 721 668 133 1962 133 1829 602 537 1757 446 346 1311 441 303 248 870 138 769 537 273 232 188
internal_count=2975 1013 931 854 721 668 133 1962 133 1829 602 537 1757 446 346 1311 441 303 248 870 138 769 537 273 232 188
is_linear=0
shrinkage=0.00934185


Tree=1609
num_leaves=19
num_cat=0
split_feature=484 1 49 13 480 1 1 0 16 0 2 3 49 52 52 1 1 2
split_gain=2.51486 2.23236 2.13088 2.73838 1.99314 1.80981 2.97509 2.57717 3.58239 1.79066 2.444 1.72031 1.44872 1.32861 2.29299 1.03877 1.12384 0.923307
threshold=0.090250000000000011 0.11690500000000002 -0.029519999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 0.11189500000000001 0.10423500000000001 -0.14680499999999999 -0.062749999999999986 -0.10462499999999998 0.09141500000000001 -0.12711499999999995 -0.038669999999999989 0.11794500000000001 -0.065394999999999995 0.14533000000000004 0.12448500000000001 0.13154000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 15 -1 6 7 8 -6 10 -9 -11 -8 14 -2 16 -4 -18
right_child=13 2 3 -5 5 -7 12 9 -10 11 -12 -13 -14 -15 -16 -17 17 -19
leaf_value=-0.00067002752043504523 0.00079698534724190629 -0.0014729844285752839 0.0011672356942469945 -0.0014302652834161935 0.00070741267713504371 0.0016971851323337448 0.00049933469632901912 -0.0017318501388120932 0.003312085133763445 -0.0004029476695882971 0.0005061051497938071 0.00068442826765493419 -0.0011009881294701781 0.00065288257226789824 0.0029938702311734767 0.0015371889718215005 0.00051820105315304255 -0.0009648254591183964
leaf_weight=85 62 65 58 57 96 95 59 52 55 102 85 1673 102 99 64 55 55 56
leaf_count=85 62 65 58 57 96 95 59 52 55 102 85 1673 102 99 64 55 55 56
internal_value=0 0.000464713 -0.000145857 0.000160821 0.000552626 0.000597479 0.000550465 0.000633579 0.00165671 0.000552732 -0.000342704 0.000621894 -0.000513995 0.00135924 0.00191355 0.000566084 0.00024953 -0.00022921
internal_weight=0 2750 346 281 2404 2319 2224 2063 151 1912 137 1775 161 225 126 224 169 111
internal_count=2975 2750 346 281 2404 2319 2224 2063 151 1912 137 1775 161 225 126 224 169 111
is_linear=0
shrinkage=0.00813264


Tree=1610
num_leaves=16
num_cat=0
split_feature=3 15 1 15 16 3 13 39 12 39 12 4 4 52 4
split_gain=3.19688 4.72924 3.61391 3.20489 5.50548 1.94276 3.1862 2.09047 2.54735 1.80736 1.54121 4.28537 2.22749 1.35584 0.673696
threshold=-0.14088999999999999 1.0000000180025095e-35 0.10234000000000001 -0.2987999999999999 -0.40885499999999991 -0.096099999999999977 -0.0096349999999999977 0.11334500000000002 -0.096004999999999993 0.087990000000000013 -1.0000000180025095e-35 -0.005814999999999999 -0.085594999999999991 0.078330000000000025 0.40052000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 -5 8 -7 10 11 -10 -12 -8 -4
right_child=3 -3 14 5 -6 7 13 -9 9 -11 12 -13 -14 -15 -16
leaf_value=-0.00089831770658735995 0.0007051869084331307 0.0036348358316124351 0.0010900696707584591 -0.0024465836263891359 -0.0026097726139048725 0.0026171054871845902 -0.0004638313966231422 -0.0013463897245460227 -0.0023966511299100507 0.0020184021680871417 0.0014113277961172153 0.0012611006704908126 0.00042485001289579153 0.0014356885339234847 0.0025777703434085534
leaf_weight=79 101 71 61 55 89 57 89 54 61 75 247 60 1743 59 55
leaf_count=79 101 71 61 55 89 57 89 54 61 75 247 60 1743 59 55
internal_value=0 0.00148677 0.000704126 0.000369648 -0.000847064 0.000462159 -0.000448953 0.000542725 0.000588252 0.000535302 0.000482561 -0.000582032 0.000547344 0.000292709 0.00179634
internal_weight=0 266 195 2690 190 2500 203 2297 2243 2186 2111 121 1990 148 116
internal_count=2956 266 195 2690 190 2500 203 2297 2243 2186 2111 121 1990 148 116
is_linear=0
shrinkage=0.00971926


Tree=1611
num_leaves=16
num_cat=0
split_feature=4 2 2 376 13 14 0 4 42 0 4 48 42 16 133
split_gain=113.092 42.9523 13.6095 11.816 9.647 10.087 9.82499 7.63558 7.63532 6.64089 9.93076 5.45843 3.51675 2.17918 1.89747
threshold=0.31392000000000003 0.13388500000000003 0.14019000000000004 0.048375000000000008 -0.16392499999999996 0.073890000000000011 -0.13619499999999998 0.0014100000000000002 0.087825000000000014 -0.079249999999999987 -0.39175499999999991 0.090135000000000007 0.10383500000000001 -0.5020199999999998 0.087045000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 -1 6 7 -6 13 12 -11 -3 -8 -2 -5
right_child=2 11 -4 14 5 -7 9 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=0.0019099751103932873 0.0020298911705106479 0.0017991161157922583 0.00032662306061696431 0.0023074027894839436 0.0016558291440212623 0.0037092535193418742 0.0029918923955947543 0.0027925953739380443 0.00086188075421049428 0.003218536339152239 0.0025397569160881444 0.00076475197158234771 0.0024170658753078925 0.0014708441742588261 0.0016452083243873963
leaf_weight=69 92 63 82 52 76 78 1234 67 82 163 639 60 68 78 53
leaf_count=69 92 63 82 52 76 78 1234 67 82 163 639 60 68 78 53
internal_value=0 0.00270963 0.00119465 0.00277925 0.00281459 0.00284142 0.00281129 0.00218862 0.00147699 0.00285359 0.00267775 0.00129476 0.00296189 0.00177354 0.0019734
internal_weight=0 2622 334 2499 2394 2325 2247 143 252 2104 802 123 1302 170 105
internal_count=2956 2622 334 2499 2394 2325 2247 143 252 2104 802 123 1302 170 105
is_linear=0
shrinkage=0.0024518


Tree=1612
num_leaves=26
num_cat=0
split_feature=1 1 155 123 2 2 47 4 0 4 4 0 1 52 51 0 52 39 52 16 2 131 157 133 1
split_gain=212.523 55.4735 30.7015 14.6683 14.1105 13.4747 10.4084 9.65501 6.16673 5.82503 5.60724 9.92063 5.52203 5.38328 4.83165 4.5033 3.60009 3.28256 3.13742 2.84872 1.97121 1.92357 1.68859 1.33584 1.29747
threshold=0.10398500000000001 0.13546500000000003 0.092900000000000024 1.0000000180025095e-35 1.0000000180025095e-35 0.17553000000000005 0.078345000000000012 0.043640000000000005 -0.083564999999999987 0.42405000000000009 -0.47860499999999995 0.035525000000000008 0.089895000000000017 0.0030150000000000008 0.086575000000000027 -0.13843999999999998 -1.0000000180025095e-35 0.08955500000000001 0.25544500000000009 -0.28430999999999995 0.10384 0.021890000000000003 -0.004729999999999999 -0.27301499999999995 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 6 17 -2 8 12 14 22 23 15 16 19 -1 -9 -3 21 -6 -15 -17 -10 -12 -25
right_child=1 5 -4 -5 9 -7 -8 13 10 -11 11 -13 -14 20 -16 18 -18 -19 -20 -21 -22 -23 -24 24 -26
leaf_value=0.0043589537453764858 0.002165542714186894 0.0015359446822638591 0.0040683001209102926 0.0025514295271654706 0.0016209342072534259 -0.00030042251338293919 0.0034334739590151579 0.0032893848585408315 0.0043365827957772603 0.0023328122444317839 0.0031457186094896446 0.0024164813110474277 0.0031645910301247352 0.0038812850138270506 0.0021720286938012364 0.0037964612382244533 0.0025690660973189798 0.0007303335778095089 0.0032094637031750044 0.00087442967932802051 0.0032226795946048168 0.0042826627874598617 0.0037295913846385059 0.0035931721963771736 0.003348823835092299
leaf_weight=101 93 75 59 91 69 53 72 77 58 84 59 55 78 62 53 563 101 55 54 60 54 57 59 636 178
leaf_count=101 93 75 59 91 69 53 72 77 58 84 59 55 78 62 53 563 101 55 54 60 54 57 59 636 178
internal_value=0 0.00193707 0.00237588 0.00353629 0.00214414 0.000761977 0.00271898 0.00357716 0.00364258 0.00178746 0.00351345 0.0034482 0.00380074 0.00315477 0.00153561 0.00386473 0.00288081 0.00119531 0.00379063 0.00127393 0.00357492 0.0038412 0.00403072 0.00351317 0.00353977
internal_weight=0 673 490 2283 431 183 165 2192 1898 266 1045 928 853 294 182 775 178 130 674 129 116 620 117 873 814
internal_count=2956 673 490 2283 431 183 165 2192 1898 266 1045 928 853 294 182 775 178 130 674 129 116 620 117 873 814
is_linear=0
shrinkage=0.00250084


Tree=1613
num_leaves=31
num_cat=0
split_feature=1 1 12 0 1 12 52 12 16 12 2 0 16 14 0 49 1 0 1 16 12 0 2 16 16 16 0 43 2 151
split_gain=222.843 52.3631 35.9984 14.0619 19.0358 8.32177 7.66491 6.05177 7.81423 6.68445 5.59391 5.18888 5.00281 4.42365 5.47135 8.64556 4.21431 4.52514 3.89181 3.56689 3.5373 3.18274 4.67072 2.53353 2.59498 1.80707 1.46332 1.45018 0.967372 2.46366
threshold=0.10398500000000001 0.13546500000000003 0.089585000000000012 -0.079249999999999987 0.095920000000000019 0.098785000000000012 -0.45635499999999996 0.08401500000000002 0.15273500000000004 0.11549500000000001 0.13881000000000002 0.0062000000000000006 -0.11082499999999999 0.064610000000000015 -0.10594499999999998 0.047620000000000003 0.081005000000000008 -0.07223499999999998 0.083065000000000014 0.19384500000000002 0.08401500000000002 -0.18713499999999997 0.10457000000000001 0.041025000000000006 -0.0021749999999999994 0.41476000000000007 -0.06952499999999999 -0.076024999999999995 0.083725000000000008 -0.013009999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 13 -4 25 8 -8 16 -3 21 -12 14 15 18 19 -18 -1 26 28 -2 -23 24 -22 -5 -9 -24 -16 -30
right_child=1 10 5 6 -6 -7 7 9 -10 -11 12 -13 -14 -15 20 -17 17 -19 -20 -21 23 22 27 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0031510325053233706 0.0020089271129516439 0.0011435326179378481 0.0036349485259452893 0.0033412526604269448 0.0023668551585231614 0.0025590829701917176 0.0019452187967154628 0.0032991650195352707 0.0031439060022387722 0.0022930865597567619 0.0008219225030006999 0.0023805847224737885 -0.00023220048027443169 0.0041190975625464959 0.0041341396275091386 0.0038139598422569179 0.0031942644698214058 0.0040638278004043599 0.0022676087496279508 0.002542581947303123 0.0035010500301245174 0.0019774015215336589 0.0008601302774405063 0.0030684830023112726 0.0039645247611333262 0.0039520135276789551 0.0029073637687070486 0.0013634005345739501 0.0041390256857711336 0.0034407815055639969
leaf_weight=59 69 79 80 58 86 87 69 152 58 56 52 54 52 71 58 65 98 54 57 72 856 59 54 72 77 56 89 87 53 67
leaf_count=59 69 79 80 58 86 87 69 152 58 56 52 54 52 71 58 65 98 54 57 72 856 59 54 72 77 56 89 87 53 67
internal_value=0 0.00175857 0.00216834 0.00333256 0.00346622 0.00307462 0.00306574 0.00296441 0.00249285 0.00307931 0.000661227 0.00169969 0.000294614 0.00353208 0.00350151 0.00311118 0.00317394 0.00350336 0.00271716 0.00301388 0.00356121 0.00156291 0.0014089 0.00350562 0.00353933 0.0036415 0.00315458 0.00117084 0.0038749 0.00374939
internal_weight=0 673 490 2283 1521 167 762 648 127 521 183 323 104 1435 1364 181 465 152 116 313 1183 269 200 1005 933 114 241 141 178 120
internal_count=2956 673 490 2283 1521 167 762 648 127 521 183 323 104 1435 1364 181 465 152 116 313 1183 269 200 1005 933 114 241 141 178 120
is_linear=0
shrinkage=0.00240373


Tree=1614
num_leaves=16
num_cat=0
split_feature=2 10 1 51 2 15 34 43 156 1 15 1429 51 156 43
split_gain=4.49706 2.80732 6.02964 1.94937 2.17757 2.66306 2.1343 1.96545 1.68638 2.37493 2.37289 2.42382 1.4763 1.003 0.520166
threshold=0.13554000000000002 -0.3672999999999999 0.13872000000000004 -0.17370999999999998 0.12469000000000001 -0.41956999999999994 -1.0000000180025095e-35 -0.030594999999999994 0.091075000000000017 0.082295000000000021 -0.19631499999999999 -1.0000000180025095e-35 -0.40775499999999992 0.11605500000000001 -0.0005399999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 14 7 5 -5 -7 12 10 -10 -8 -12 -1 -11 -3
right_child=1 2 -4 4 -6 6 8 -9 9 13 11 -13 -14 -15 -16
leaf_value=0.0002520073323760459 0.0013424761139233519 0.00085063938041776992 -0.0032297781856635882 -0.00056869699991303512 0.0025174375813164364 0.0021506640055470308 0.0024673867367710467 0.0028918852354970948 -0.0014910582272738139 -0.00012722630578843814 0.002568133078974104 0.00077778353131180335 0.0021794382273171279 0.0015583531566287121 -0.00033071004198346701
leaf_weight=69 54 54 56 100 57 93 68 71 55 52 58 2007 52 53 57
leaf_count=69 54 54 56 100 57 93 68 71 55 52 58 2007 52 53 57
internal_value=0 -0.00036741 -0.000920859 0.000912195 0.000848814 0.000810518 0.000868361 0.00175118 0.000816313 -3.76953e-05 0.000880417 0.000828114 0.00108109 0.000722713 0.00024317
internal_weight=0 221 167 2735 2543 2486 2386 192 2293 160 2133 2065 121 105 111
internal_count=2956 221 167 2735 2543 2486 2386 192 2293 160 2133 2065 121 105 111
is_linear=0
shrinkage=0.00863042


Tree=1615
num_leaves=29
num_cat=0
split_feature=1 2 52 39 3 2 3 1 0 160 0 11 133 47 2 42 0 0 1 3 0 131 1212 1 52 52 43 47
split_gain=259.379 46.6431 23.7272 21.6521 15.4307 18.6355 14.7886 14.5783 11.6076 10.3203 7.89096 6.45827 5.23928 4.04628 3.94938 3.45929 3.71683 2.24509 2.14476 2.04429 1.59312 1.45896 1.46892 1.338 1.50224 2.3766 0.870099 1.02633
threshold=0.10609 0.14808000000000002 -0.40011499999999994 0.0047850000000000011 -0.041789999999999994 0.10656 0.092005000000000017 0.088035000000000016 -0.075434999999999988 -0.012529999999999998 -0.037444999999999992 1.0000000180025095e-35 0.08955500000000001 0.089945000000000011 0.08895500000000002 -0.079234999999999986 -0.050064999999999991 -0.14043999999999998 0.14684500000000003 -0.085374999999999993 -0.073254999999999987 0.086990000000000012 0.087575000000000014 0.077690000000000023 -0.34918499999999997 -0.018094999999999997 0.021175000000000003 0.092930000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 5 -4 8 -5 14 -10 -8 15 13 17 19 -11 -17 -6 -3 21 -19 22 -1 24 -16 -26 27 -21
right_child=1 18 4 7 12 -7 10 -9 9 11 -12 -13 -14 -15 23 16 -18 20 -20 26 -22 -23 -24 -25 25 -27 -28 -29
leaf_value=0.002991341535995441 0.0027826286797358536 0.00016749691606439133 0.0025020917427369315 0.0026883254401916645 0.0012930057813360404 0.00090820464394760034 0.0017252464563871741 0.0012406444149947809 0.0019873171236929775 0.0031648975302812849 0.0028076181494672042 0.0034999742113675249 0.00034959580930052695 0.0016903471747982137 0.0025675165296034871 0.002714409344885827 0.0020775875124267934 0.00051306471606679845 -0.00047390111570774725 0.0032683619745374473 0.00103107848863816 0.0032401711411452526 0.0025826384613083391 0.002518778943851668 0.0033524660944711424 0.0028768542905104263 0.002977749511700413 0.0029280175847588375
leaf_weight=309 63 52 96 73 78 62 82 70 101 61 60 58 52 54 59 200 62 55 55 469 69 102 54 52 66 314 81 52
leaf_count=309 63 52 96 73 78 62 82 70 101 61 60 58 52 54 59 200 62 55 55 469 69 102 54 52 66 314 81 52
internal_value=0 0.00120174 0.00147762 0.00283423 0.00130114 0.0018768 0.00289021 0.00197984 0.00293944 0.00263188 0.00218276 0.00280268 0.00100575 0.00113894 0.00303458 0.0026774 0.0025638 0.000991415 -0.000161968 0.0031122 0.000801509 0.00299857 0.00293061 0.00286584 0.00290689 0.00295952 0.00319994 0.00323444
internal_weight=0 636 529 2325 466 158 2182 143 2040 482 142 381 308 256 1558 323 262 202 107 1067 124 465 363 491 439 380 602 521
internal_count=2961 636 529 2325 466 158 2182 143 2040 482 142 381 308 256 1558 323 262 202 107 1067 124 465 363 491 439 380 602 521
is_linear=0
shrinkage=0.00226508


Tree=1616
num_leaves=30
num_cat=0
split_feature=1 1 12 12 150 12 1 156 1 133 10 12 41 155 130 51 12 124 401 0 12 0 0 131 0 12 131 1213 49
split_gain=423.806 65.3895 44.6543 38.4433 21.0826 14.6505 13.5216 9.7971 5.90679 6.72319 5.19356 10.7996 4.74674 4.29814 4.0416 3.529 3.70424 3.19178 2.97759 2.82374 2.64465 2.47261 2.46009 2.09771 2.00405 1.66951 1.15789 0.703775 0.400504
threshold=0.10593500000000002 0.13074500000000003 0.089135000000000006 0.056995000000000011 0.090145000000000017 0.091290000000000024 0.15618500000000002 0.093155000000000002 0.093575000000000019 -0.010614999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 0.075585000000000013 0.083290000000000017 -0.0009549999999999999 -0.088934999999999986 0.11755500000000001 -0.083424999999999985 0.086035000000000014 -0.061674999999999994 0.093245000000000008 -0.085824999999999985 -0.12259499999999998 0.082180000000000017 -0.097774999999999987 0.083785000000000012 0.099260000000000015 -0.085184999999999983 -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=3 2 17 4 7 12 10 8 9 -1 -3 -12 18 14 -7 -16 20 -2 23 -4 -17 -11 28 24 -5 -26 -25 -20 -19
right_child=1 6 19 5 -6 13 -8 -9 -10 21 11 -13 -14 -15 15 16 -18 22 27 -21 -22 -23 -24 26 25 -27 -28 -29 -30
leaf_value=0.0024859726428210342 0.0019112370515388978 0.00023231857409914441 0.0027662329029442411 0.0033732807936230546 0.0016302076899177924 0.0039965562167026446 -0.00045351326128325757 0.0040257410496197608 0.0024531538018290775 0.0031398765476863414 0.00046580047899321732 0.0017659184756481101 0.0044778812045609996 0.003951828152329688 0.0027691755290610398 0.00372701768287227 0.002823811973382244 0.0012000729218639373 0.0039771026959826775 0.0034191169632070573 0.0033551561858248765 0.0037265849532153402 0.001575295584625421 0.0041663676428049428 0.0040728176702649966 0.003717778278075734 0.0037954384926768558 0.0043460860222853765 0.00091681589007144458
leaf_weight=55 55 54 101 79 57 52 55 52 85 80 71 61 58 77 52 130 55 52 56 52 421 70 86 95 78 629 84 56 53
leaf_count=55 55 54 101 79 57 52 55 52 85 80 71 61 58 77 52 130 55 52 56 52 421 70 86 95 78 629 84 56 53
internal_value=0 0.00146459 0.0020273 0.00354656 0.00290646 0.00367943 0.000532859 0.0031191 0.00295645 0.00316501 0.000824658 0.0010668 0.00384428 0.00344164 0.00338628 0.00333801 0.00338678 0.00142952 0.00381014 0.00298829 0.00344294 0.00341384 0.00129067 0.0037693 0.00371845 0.00375698 0.00399244 0.00416181 0.00105733
internal_weight=0 640 399 2321 399 1922 241 342 290 205 186 132 1135 787 710 658 606 246 1077 153 551 150 191 965 786 707 179 112 105
internal_count=2961 640 399 2321 399 1922 241 342 290 205 186 132 1135 787 710 658 606 246 1077 153 551 150 191 965 786 707 179 112 105
is_linear=0
shrinkage=0.00226508


Tree=1617
num_leaves=33
num_cat=0
split_feature=12 12 3 16 3 147 0 0 42 3 12 0 0 42 49 42 40 3 159 42 16 0 3 0 1212 3 12 16 157 0 16 3
split_gain=161.021 36.0142 31.5437 28.5081 23.1673 18.7828 13.9549 12.4975 15.281 10.5859 7.73046 7.16464 6.7705 6.3897 5.45191 5.29297 3.26429 3.23178 3.41272 3.21444 2.57404 3.69323 2.7347 2.30025 1.86526 3.39544 1.46908 1.42236 0.981112 0.767807 0.4584 0.433106
threshold=0.056995000000000011 0.10331000000000001 0.28833000000000003 -0.27157999999999993 0.076825000000000018 0.087170000000000011 -0.11167499999999998 -0.071879999999999986 0.086335000000000009 0.11391500000000002 0.092735000000000026 -0.095199999999999993 -0.12368999999999998 0.091895000000000018 -0.008964999999999999 0.11697 -1.0000000180025095e-35 -0.072274999999999992 -0.021179999999999997 0.09087000000000002 0.11702000000000001 -0.11262999999999999 -0.095009999999999983 -0.076004999999999975 0.089955000000000021 -0.10115999999999999 0.089895000000000017 -1.0000000180025095e-35 -0.0048549999999999991 -0.085604999999999987 0.060835000000000007 -0.13117499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 4 -3 7 9 -4 8 12 14 20 -12 -1 16 -6 23 -9 18 -13 31 21 -2 -22 29 25 -23 -27 -25 -16 -5 -21 -20
right_child=1 3 6 15 5 -7 -8 13 -10 -11 11 17 -14 -15 28 -17 -18 -19 19 30 22 24 -24 27 -26 26 -28 -29 -30 -31 -32 -33
leaf_value=0.0016500770793515685 0.0024875416662870726 0.00070774571417968454 0.0013231495234656109 0.0024722117838304127 0.0022245048436028304 0.0011645811780169448 -7.0311723895660546e-06 0.0011733260778961803 0.0011217756293751531 0.0018125116511384278 0.0019236984619405092 0.0023035681051724322 0.002502974743007428 0.0016653843323103676 0.0031951869172210951 0.0017444723482684232 0.00055414394055697811 0.0021948082072922323 0.0031461668995762409 0.0026858196787033551 0.0028799063757676559 0.0034164558196345036 0.0022872897101958063 0.0024819967943292606 0.0026425776801732473 0.0029331160569618774 0.002723872680622528 0.0020474290120276141 0.0028094539847269596 0.0028079903900574349 0.002470118832818695 0.002916136428655884
leaf_weight=60 94 52 65 57 52 53 58 69 85 67 63 70 92 57 54 55 64 57 52 99 57 52 66 53 103 751 162 68 52 53 69 100
leaf_count=60 94 52 65 57 52 53 58 69 85 67 63 70 92 57 54 55 64 57 52 99 57 52 66 53 103 751 162 68 52 53 69 100
internal_value=0 0.00264209 0.00161746 0.00205137 0.00177824 0.00222141 0.000695739 0.00148966 0.00179186 0.00247026 0.00275331 0.00254749 0.00216644 0.0011126 0.00274904 0.0022956 0.000875532 0.00263536 0.0026997 0.00278629 0.00283498 0.00286385 0.00256209 0.00242673 0.00289695 0.00292408 0.00289601 0.00223795 0.00300616 0.00263419 0.00259735 0.00299497
internal_weight=0 2133 828 338 705 278 123 427 237 225 1795 510 152 190 158 286 133 447 390 320 1285 1162 123 231 1068 965 913 121 106 110 168 152
internal_count=2961 2133 828 338 705 278 123 427 237 225 1795 510 152 190 158 286 133 447 390 320 1285 1162 123 231 1068 965 913 121 106 110 168 152
is_linear=0
shrinkage=0.00197189


Tree=1618
num_leaves=24
num_cat=0
split_feature=1 52 1 2 39 2 4 3 4 12 1 14 16 4 3 1 3 12 3 48 3 2 1210
split_gain=283.609 42.2276 31.227 30.9372 24.2597 18.6858 11.262 10.6348 22.6145 9.5289 7.65309 7.41749 6.06022 6.04279 5.09116 5.06608 4.58694 3.92601 3.61801 2.92041 5.22424 1.93495 1.6088
threshold=0.10609 -0.40011499999999994 0.12381000000000002 1.0000000180025095e-35 0.0047850000000000011 0.11366500000000002 0.31392000000000003 0.092005000000000017 -0.029404999999999997 0.090400000000000022 0.088035000000000016 0.073890000000000011 -0.095564999999999983 0.018150000000000003 -0.063569999999999974 0.14684500000000003 -0.15105999999999997 -0.080929999999999988 -0.074084999999999998 0.093225000000000016 -0.13392999999999997 0.13913500000000004 -0.08211499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 18 5 7 21 9 -9 11 -6 16 -5 19 -7 17 -1 -8 -3 20 -11 -4 -18
right_child=1 2 6 12 10 14 15 8 -10 13 -12 -13 -14 -15 -16 -17 22 -19 -20 -21 -22 -23 -24
leaf_value=0.0031763070825721758 0.0037003588157868746 0.003592538932900396 0.0018717035785053154 0.0019018771012510784 0.0032002205212163298 0.0031793866766275168 0.0012620725561987164 0.0039943182873111108 0.0018027612554524328 0.004457456125841263 0.0020180415579810671 0.0048567461374002859 0.00096742347320778516 0.0029799519579734026 0.0021785030266191453 -0.0001555780397642382 0.0043811462504677922 0.00033800236518554782 0.002662546242960538 0.0031110317912096067 0.003647279812072469 0.0011860888382108602 0.0039248443194898099
leaf_weight=53 63 58 56 91 73 92 58 71 54 58 70 57 90 94 52 54 54 62 52 55 512 52 1030
leaf_count=53 63 58 56 91 73 92 58 71 54 58 70 57 90 94 52 54 54 62 52 55 512 52 1030
internal_value=0 0.0017178 0.00149977 0.00208605 0.00364021 0.00370694 0.000894687 0.00376973 0.00304778 0.00381689 0.00262172 0.00395681 0.00143738 0.00358448 0.00281815 0.000492846 0.00391167 0.000784863 0.00315315 0.00367536 0.00372977 0.00154185 0.0039476
internal_weight=0 636 573 291 2325 2182 282 2038 125 1913 143 1194 181 719 144 174 1137 120 110 625 570 108 1084
internal_count=2961 636 573 291 2325 2182 282 2038 125 1913 143 1194 181 719 144 174 1137 120 110 625 570 108 1084
is_linear=0
shrinkage=0.00255085


Tree=1619
num_leaves=32
num_cat=0
split_feature=1 1 12 12 4 150 12 3 1 4 4 4 4 160 150 151 0 0 43 4 0 3 16 401 16 1429 3 52 43 16 402
split_gain=185.222 38.1923 22.2252 20.189 12.3708 12.2516 10.9378 8.94417 8.17304 7.33258 5.21094 10.2327 5.38341 4.68389 3.92303 3.57748 3.9152 3.35755 3.17068 3.08575 3.07926 2.91843 2.60498 2.47578 2.01216 1.97039 1.95657 1.61312 1.55864 1.15188 0.644687
threshold=0.10593500000000002 0.12313000000000002 0.089135000000000006 0.056995000000000011 0.31392000000000003 0.090145000000000017 0.091625000000000012 -0.020049999999999995 0.14684500000000003 0.00059000000000000014 -0.14595999999999995 -1.0000000180025095e-35 0.046185000000000004 -0.081494999999999998 0.086420000000000011 -0.085989999999999983 -0.12851999999999997 -0.082234999999999989 -1.0000000180025095e-35 0.51544000000000012 -0.074249999999999997 -0.0063699999999999989 0.033280000000000011 0.086035000000000014 0.11702000000000001 0.083420000000000008 -0.067814999999999986 0.013340000000000001 -0.08595499999999999 0.31625000000000009 0.096735000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 5 22 7 15 -1 19 13 -9 -12 -13 -8 21 28 -17 -15 -4 -6 27 -2 -3 24 25 -18 29 -11 -5 -19 -25
right_child=1 4 18 6 8 -7 9 10 -10 20 11 12 -14 17 -16 16 23 26 -20 -21 -22 -23 -24 30 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0024364081125407056 0.0020098225635120977 0.0017157237993256954 0.0030580832631428379 0.0036831974952760893 0.0010421818521320291 0.0020059051147818955 0.0030349036026379632 0.0038976203912117866 0.00025343948395966374 0.0029881658634700694 0.0024441612594765247 0.0041811172292122445 0.0031458547627795448 0.0041506915020628875 0.0015901468923022518 0.0044625943375491903 0.0037430128443692308 0.0035632762256540625 0.0038036973303548901 0.0018215823255318432 0.0026046290390529781 0.0026955943711569727 0.0024128812788328153 0.0043342411402476546 0.0033882465637296013 0.0041290999346585977 0.0031252486715207558 0.0035573986028640987 0.0031233679289652053 0.003941718765094639 0.0039504353021307228
leaf_weight=69 77 72 78 54 68 57 88 86 54 67 69 53 65 65 58 53 725 295 58 52 72 68 55 52 83 87 53 52 64 57 55
leaf_count=69 77 72 78 54 68 57 88 86 54 67 69 53 65 65 58 53 725 295 58 52 72 68 55 52 83 87 53 52 64 57 55
internal_value=0 0.00207059 0.00262399 0.00353127 0.00144724 0.00303885 0.00363349 0.00321093 0.00103062 0.00340621 0.00340659 0.00318063 0.00361106 0.00354561 0.00211988 0.00377859 0.00382317 0.00364118 0.00337625 0.00138014 0.00299883 0.0023316 0.00201784 0.00378932 0.0037477 0.00378441 0.00355934 0.00323712 0.00337978 0.00362463 0.0041372
internal_weight=0 640 339 2321 301 399 1922 342 174 749 273 187 118 558 203 1173 1055 470 136 120 191 145 127 1002 895 812 405 119 118 352 107
internal_count=2961 640 339 2321 301 399 1922 342 174 749 273 187 118 558 203 1173 1055 470 136 120 191 145 127 1002 895 812 405 119 118 352 107
is_linear=0
shrinkage=0.00240373


Tree=1620
num_leaves=19
num_cat=0
split_feature=2 4 4 51 1 3 3 51 1 133 16 2 156 13 4 155 52 2
split_gain=5.99511 3.68712 3.68984 3.02365 2.87816 4.7059 2.6109 2.35755 2.27264 3.13911 2.94501 3.19569 2.00156 2.3008 1.45186 1.09149 1.50783 0.651807
threshold=0.14132000000000003 -0.17568999999999999 -0.10429499999999998 0.088940000000000005 0.098395000000000024 0.081495000000000012 -0.004069999999999999 1.0000000180025095e-35 0.10234000000000001 0.088035000000000016 -0.53242499999999993 -0.0050599999999999994 0.083125000000000018 -0.037164999999999997 0.032770000000000001 0.096495000000000011 -0.087604999999999988 0.15806500000000004
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 17 5 6 12 15 -6 10 -10 -12 14 -14 -4 16 -1 -2
right_child=3 2 4 -5 8 -7 -8 -9 9 -11 11 -13 13 -15 -16 -17 -18 -19
leaf_value=0.00085610609329599173 -0.00043654003447555519 -0.00018550803100523571 0.002348950755551677 0.0019507704703530067 -0.00082331781005665257 -0.00040012210879252148 0.0049940975006285979 0.0056789468458103747 0.0043483694058558779 -0.00049926849191723923 -0.00083884085029976602 0.0021030146286490979 0.0026770519469912369 0.0054076311894075023 0.0013214465682774292 0.0042782700637622011 0.0035331068875985227 -0.0022791687845238372
leaf_weight=55 52 100 1342 58 58 83 52 54 62 80 60 292 156 57 216 52 59 52
leaf_count=55 52 100 1342 58 58 83 52 54 62 80 60 292 156 57 216 52 59 52
internal_value=0 0.00212472 0.0020005 -0.000173285 0.00208949 0.00230348 0.00242664 0.00356838 0.00135037 0.00160584 0.00201292 0.00160121 0.00235119 0.00340835 0.00220658 0.00288107 0.00224266 -0.00135905
internal_weight=0 2778 2558 162 2458 1906 1823 220 552 494 414 352 1771 213 1558 166 114 104
internal_count=2940 2778 2558 162 2458 1906 1823 220 552 494 414 352 1771 213 1558 166 114 104
is_linear=0
shrinkage=0.0116154


Tree=1621
num_leaves=13
num_cat=0
split_feature=4 14 150 3 15 4 0 3 15 474 1 155
split_gain=3.5937 3.18533 3.12275 3.74056 3.48221 1.80388 4.79415 2.93728 5.26244 2.89643 1.97889 4.12401
threshold=0.51395000000000002 -0.44847999999999993 0.11648500000000002 -0.0075749999999999993 -0.24211499999999997 -0.39175499999999991 -0.0033699999999999993 0.11269500000000002 -0.082809999999999981 0.09091500000000001 0.085550000000000015 0.08357500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 10 7 9 -9 -7 -6 -12
right_child=-2 2 3 -5 5 6 -8 8 -10 -11 11 -13
leaf_value=0.0038918256519628615 -0.00043755156013249974 -0.00049049973537285715 0.0014951775995296285 -0.002030048370301935 0.0011011774099844423 0.0017416720277014981 -0.00095141936795942899 0.0023271100359076092 -0.0019272984040779766 0.0001043370637967172 0.0053679593050933606 0.0017010252188848446
leaf_weight=53 99 83 64 55 65 2094 76 53 62 112 52 72
leaf_count=53 99 83 64 55 65 2094 76 53 62 112 52 72
internal_value=0 0.00148306 0.00143723 -0.000133239 0.00150729 0.00157146 0.00149782 0.00157807 3.25087e-05 0.00165859 0.00250474 0.00323963
internal_weight=0 2841 2788 119 2669 2586 2397 2321 115 2206 189 124
internal_count=2940 2841 2788 119 2669 2586 2397 2321 115 2206 189 124
is_linear=0
shrinkage=0.00991364


Tree=1622
num_leaves=20
num_cat=0
split_feature=2 4 0 12 52 2 151 0 15 4 158 12 0 1212 3 52 483 3 52
split_gain=3.21661 2.1311 4.07 2.50704 2.27042 1.85527 2.89462 3.44326 1.91294 2.59357 1.87509 1.61874 1.60124 1.57812 1.71151 1.33924 2.60936 2.57555 0.92449
threshold=0.14132000000000003 -0.17568999999999999 -0.040094999999999992 -0.025219999999999996 -0.015539999999999998 0.091290000000000024 -0.099019999999999983 -0.22480499999999998 0.094410000000000008 -0.043174999999999991 -0.22218999999999997 0.093670000000000017 -0.061674999999999994 0.090060000000000015 -0.082234999999999989 -0.015539999999999998 0.079055000000000014 -0.020049999999999995 -0.55511499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 18 10 -7 -8 9 -9 -3 -10 -2 15 -15 16 -12 -17 -1
right_child=12 2 3 -5 -6 6 7 8 11 -11 13 -13 -14 14 -16 17 -18 -19 -20
leaf_value=0.0022276390292069719 0.00085735370709135545 -0.0003527673175134909 0.0010881708488149945 -0.0015593342542223774 0.0034448334588497382 0.0029888436649358413 -0.0014783355332290938 -0.00099988530708928483 0.002992531337484811 0.0008613457397197411 0.0014192818458925586 0.00110548897392384 -0.0010090659690039925 -0.0003858351236525041 0.0017542027033534125 0.0015699623499416165 -0.00060600145015975095 0.0031184915539187201 0.0007458388428314152
leaf_weight=67 73 52 52 78 71 52 58 75 59 505 378 122 89 80 55 821 65 106 82
leaf_count=67 73 52 52 78 71 52 58 75 59 505 378 122 89 80 55 821 65 106 82
internal_value=0 0.00118625 0.00111029 -0.000499565 0.00206906 0.00119652 0.000850968 0.000715108 0.000882414 0.000620497 0.00138977 0.00172115 -0.000167409 0.00145004 0.000485293 0.00154503 0.00112189 0.00174714 0.00141282
internal_weight=0 2778 2558 130 220 2428 871 819 761 580 1557 181 162 1505 135 1370 443 927 149
internal_count=2940 2778 2558 130 220 2428 871 819 761 580 1557 181 162 1505 135 1370 443 927 149
is_linear=0
shrinkage=0.00934185


Tree=1623
num_leaves=15
num_cat=0
split_feature=30 124 10 16 0 52 16 1453 403 16 15 16 52 12
split_gain=2.27966 2.2268 1.73808 1.76486 2.04934 1.43739 1.75814 1.57017 1.54757 1.17668 1.22956 1.32185 0.873615 1.14587
threshold=0.086055000000000006 0.0049200000000000008 -0.087119999999999989 -0.10064999999999998 -0.097424999999999984 0.51326500000000019 -0.093874999999999986 -0.076919999999999988 0.085340000000000013 -0.54034499999999996 0.079600000000000018 -0.41776999999999992 0.029970000000000007 0.088825000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 6 -5 -8 -9 -4 11 -11 13 -6
right_child=-2 -3 3 5 12 -7 7 8 -10 10 -12 -13 -14 -15
leaf_value=-0.00043327373519624934 -0.00075763544935796912 -0.00077300113698883623 5.7740037594479702e-06 -0.00048995523734953958 0.0027380592450781107 -0.00029038671816672141 0.002540590803452392 0.00092462720925313643 0.0018311234557466241 0.0017090157840296543 0.0026591136375902547 8.3634665688108118e-05 0.0029829185440151569 0.00072306555946436649
leaf_weight=73 71 65 72 71 53 83 66 1778 198 116 58 80 102 54
leaf_count=73 71 65 72 71 53 83 66 1778 198 116 58 80 102 54
internal_value=0 0.00100453 0.00104577 0.00108534 0.00158621 0.000963269 0.00101256 0.00106486 0.00101551 0.00110396 0.00141485 0.00104612 0.00233793 0.00172212
internal_weight=0 2869 2804 2731 535 2196 2113 2042 1976 326 254 196 209 107
internal_count=2940 2869 2804 2731 535 2196 2113 2042 1976 326 254 196 209 107
is_linear=0
shrinkage=0.00971926


Tree=1624
num_leaves=13
num_cat=0
split_feature=4 14 123 0 4 39 133 0 43 0 43 4
split_gain=2.34016 2.82044 2.60341 2.14318 2.89464 1.77046 1.56202 1.98209 3.78478 2.27275 1.22424 1.0315
threshold=0.51395000000000002 -0.13131999999999996 0.085705000000000017 -0.21196999999999996 0.032770000000000001 0.088585000000000011 -0.51026999999999989 -0.14259999999999998 -1.0000000180025095e-35 -0.11742499999999999 0.11891500000000001 0.50541500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 -3 -4 -5 8 -8 -9 -11 -1
right_child=-2 2 5 6 -6 -7 7 9 -10 10 -12 -13
leaf_value=0.0031762237899364059 -0.00062972072966860587 -0.0018816115718744311 0.00063485971873399407 -0.00054851791605969055 0.0010241114074054725 -0.0015783787504534109 0.00067056169928971334 -0.00057215910504059692 0.0038267796681704107 0.00084286262189057755 0.0017664427967330355 0.0013559515949834176
leaf_weight=53 99 57 56 64 58 66 76 92 55 2084 128 52
leaf_count=53 99 57 56 64 58 66 76 92 55 2084 128 52
internal_value=0 0.000802179 0.000745594 0.000806644 -0.000415266 -0.000561665 0.000862913 0.00090005 0.00199644 0.00083767 0.000896351 0.00227569
internal_weight=0 2841 2736 2614 115 122 2499 2435 131 2304 2212 105
internal_count=2940 2841 2736 2614 115 122 2499 2435 131 2304 2212 105
is_linear=0
shrinkage=0.00915867


Tree=1625
num_leaves=21
num_cat=0
split_feature=2 482 14 447 11 0 12 1 12 12 1 151 12 0 106 132 1209 2 42 2
split_gain=3.34893 3.55146 2.31736 1.78872 2.69655 1.73271 4.3558 2.30022 3.10235 1.90363 1.8067 1.98916 2.19619 1.48667 1.03408 1.16247 1.13963 1.00242 0.761153 0.615106
threshold=0.10060500000000001 0.091725000000000015 0.073890000000000011 1.0000000180025095e-35 1.0000000180025095e-35 -0.024974999999999997 0.086085000000000009 0.098395000000000024 1.0000000180025095e-35 0.095565000000000011 0.13216000000000003 -0.080329999999999985 -1.0000000180025095e-35 -0.064179999999999973 0.084470000000000017 1.0000000180025095e-35 0.09111000000000001 0.091290000000000024 -0.079234999999999986 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=2 5 3 4 14 7 -7 9 10 19 11 -9 -13 -11 15 16 17 -1 -17 -2
right_child=1 -3 -4 -5 -6 6 -8 8 -10 13 -12 12 -14 -15 -16 18 -18 -19 -20 -21
leaf_value=0.00082030728574572812 0.0010534587117300932 0.00237705101037436 0.0021492529023269908 -0.00059276343069070343 0.0027108441053946084 -0.0026904135301783192 0.00037302075135644251 0.0010353759177727268 -0.0021000911300314883 -0.00071968416692483144 0.0011971252984485194 -0.0024344593061724042 -6.8636504545081602e-05 0.0010451602370128595 -0.00053640150976018745 0.0021653106505847477 -0.00056896161694757082 0.00023721835557507178 0.00091435016793923313 0.0023212998923846078
leaf_weight=1398 77 52 95 81 56 64 90 55 65 84 82 52 81 71 52 72 57 287 87 52
leaf_count=1398 77 52 95 81 56 64 90 55 65 84 82 52 81 71 52 72 57 287 87 52
internal_value=0 0.000105597 0.000777191 0.000714779 0.000767545 -4.70808e-05 -0.000899472 0.000164829 -0.000338948 0.000759411 8.46765e-05 -0.000400031 -0.000994341 8.811e-05 0.000711774 0.000745967 0.000678783 0.000721049 0.00148143 0.00156527
internal_weight=0 825 2185 2090 2009 773 154 619 335 284 270 188 133 155 1953 1901 1742 1685 159 129
internal_count=3010 825 2185 2090 2009 773 154 619 335 284 270 188 133 155 1953 1901 1742 1685 159 129
is_linear=0
shrinkage=0.00897909


Tree=1626
num_leaves=29
num_cat=0
split_feature=1 4 12 14 12 1 13 49 52 4 49 12 4 159 12 4 49 12 1 160 42 42 13 12 133 12 4 52
split_gain=222.917 44.3267 28.5063 22.8646 20.1744 16.086 13.8851 8.23759 7.67857 7.37061 8.90108 6.61972 5.11946 5.01018 4.44669 4.20244 3.03148 3.02862 1.66377 4.49691 2.25442 1.63949 1.30117 1.23734 1.23398 1.01624 0.835975 0.387136
threshold=0.10398500000000001 0.41377500000000006 0.085075000000000026 0.064610000000000015 0.056995000000000011 0.121715 -0.0019149999999999998 -1.0000000180025095e-35 -0.092084999999999986 -0.005814999999999999 -0.0087399999999999995 0.098595000000000016 -0.34140499999999996 0.078065000000000009 -0.012249999999999999 0.058025000000000007 -0.038669999999999989 -0.080929999999999988 0.079225000000000004 -0.075199999999999975 0.086825000000000013 -0.028919999999999998 -0.075449999999999975 0.083610000000000004 0.096205000000000013 0.096475000000000019 -0.077044999999999988 0.090060000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 8 -3 13 -4 -1 -10 -11 12 -6 -2 -12 21 -8 -7 20 -20 23 27 -22 -14 -23 -9 -21 -13
right_child=1 5 7 -5 11 17 16 25 9 10 14 15 18 -15 -16 -17 -18 -19 19 26 22 24 -24 -25 -26 -27 -28 -29
leaf_value=0.00306567520820468 0.0013553825152457621 0.0015812608885700048 0.0019000728416026901 0.0041469068682518408 0.0038541653702725701 0.00070326208344091473 0.0024911019484120858 0.0032132305446272626 0.001800510438576977 0.0019363927186118704 0.0025318252593801768 0.0031989449221736465 0.0035783234658707721 0.00045140197118022374 0.0034626239303088991 0.0022251261213133947 0.0017258005018962435 7.9184127133891677e-05 0.0025186235173106104 0.0032635559754069939 0.0031130447331020419 0.0024571899198467233 0.0028216136834144133 0.0032232555611660181 0.0029345467853709303 0.0028057403761926445 0.0030127200628711844 0.0029450743432601454
leaf_weight=94 80 89 52 93 52 77 52 52 94 66 53 74 56 52 53 56 55 83 80 131 342 53 105 657 61 85 153 60
leaf_count=94 80 89 52 93 52 77 52 52 94 66 53 74 56 52 53 56 55 83 80 131 342 53 105 657 61 85 153 60
internal_value=0 0.0015693 0.00201141 0.00304572 0.00299999 0.000809253 0.00149135 0.00266893 0.00250841 0.00231138 0.00259044 0.00309412 0.00315326 0.000999452 0.00299745 0.0027874 0.00209795 0.000379673 0.00312933 0.00299453 0.00317161 0.00291426 0.00304464 0.00325118 0.00271283 0.00296058 0.00312851 0.00308545
internal_weight=0 677 428 2333 2240 249 239 189 360 266 172 1880 1576 132 106 304 107 160 1524 364 1160 248 447 713 114 137 284 134
internal_count=3010 677 428 2333 2240 249 239 189 360 266 172 1880 1576 132 106 304 107 160 1524 364 1160 248 447 713 114 137 284 134
is_linear=0
shrinkage=0.00226508


Tree=1627
num_leaves=22
num_cat=0
split_feature=2 13 1429 14 1429 1444 41 11 160 1429 50 1 13 43 13 15 43 43 160 2 1
split_gain=2.81531 3.62033 2.2144 3.39423 2.13835 2.22041 2.39218 2.34377 1.95686 2.32471 1.43768 1.3088 2.1533 1.71954 1.63675 1.25834 1.13457 1.06532 1.05979 0.889994 0.831
threshold=0.10060500000000001 0.17226500000000003 0.056450000000000007 -0.13131999999999996 -0.08262499999999999 -0.051419999999999993 0.088100000000000012 1.0000000180025095e-35 -0.081494999999999998 0.083960000000000021 0.11669000000000002 0.081315000000000012 -0.017354999999999999 -0.0068849999999999996 -0.11279499999999999 -0.018024999999999996 -0.076024999999999995 0.14824000000000001 0.3961050000000001 0.11621000000000002 0.10932500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 -6 7 8 9 16 18 13 14 19 -13 20 -7 -15 -10 -5 -14
right_child=1 -3 -4 11 5 6 -8 -9 10 -11 -12 12 15 17 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.002333774813758386 0.0018041594471361977 -0.0016052221141351346 0.0016801829175946651 0.00047057579644304719 0.00218945729279713 1.1593134793596685e-05 -0.0010425776642929204 0.0019150017380598727 0.00078235806670619269 -0.0012323799590286827 -0.00055057491637052858 -0.00043923500566477134 0.0015487382283203655 -0.0011775595877641226 -0.0022355902448921248 -0.00054250501425922378 0.00097478375231084286 0.00043713825588981775 0.0019658465817687545 0.0017112746535780756 0.00012523771541070907
leaf_weight=55 78 68 75 98 65 192 53 101 1407 68 52 95 52 54 52 79 140 54 52 63 57
leaf_count=55 78 68 75 98 65 192 53 101 1407 68 52 95 52 54 52 79 140 54 52 63 57
internal_value=0 0.000192062 0.000353623 0.000207613 0.00074982 0.000708879 0.000662233 0.000707184 0.000643303 0.000137234 0.000777215 1.29305e-06 -0.0003378 0.000423906 -0.00107527 0.000238378 0.000418019 -0.000369407 0.000824598 0.000956606 0.000805135
internal_weight=0 825 757 682 2185 2130 2065 2012 1911 400 1511 604 335 269 147 188 332 108 1459 161 109
internal_count=3010 825 757 682 2185 2130 2065 2012 1911 400 1511 604 335 269 147 188 332 108 1459 161 109
is_linear=0
shrinkage=0.00813264


Tree=1628
num_leaves=29
num_cat=0
split_feature=4 1 52 12 1 0 13 11 0 132 1 1 12 0 0 15 4 1 52 12 4 1 15 4 15 50 50 52
split_gain=193.137 55.4447 31.9524 18.698 17.0102 16.7275 12.4502 12.0637 7.06853 5.9299 5.82739 5.11384 3.51956 3.47495 3.37169 3.49434 2.93681 2.74424 2.74115 2.71043 2.68985 2.65298 1.68816 3.02406 6.62917 1.52822 1.0251 0.748875
threshold=0.31392000000000003 0.10075500000000003 -0.41694999999999993 0.088365000000000013 0.12000500000000001 -0.076734999999999984 -0.0015099999999999998 1.0000000180025095e-35 -0.10462499999999998 0.080815000000000012 0.087225000000000011 0.11561500000000001 0.08598500000000002 -0.10185499999999999 -0.15029999999999996 -0.055184999999999991 -0.018964999999999999 0.11181500000000001 -0.34918499999999997 -0.083219999999999988 -0.0011699999999999998 0.13707500000000003 -0.0062949999999999994 -0.42305999999999994 0.089955000000000021 0.083090000000000011 0.090630000000000016 -0.092854999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 6 17 7 19 8 10 16 14 -5 20 -6 -1 -16 22 -2 -14 -4 25 -15 -7 -24 -25 -10 -20 -18
right_child=4 2 3 11 13 9 -8 -9 12 -11 -12 -13 18 21 15 -17 27 -19 26 -21 -22 -23 23 24 -26 -27 -28 -29
leaf_value=0.0034137113851362456 0.0014105626971084701 0.0033033832161377865 0.0014447412201416044 0.0030333665653731138 0.0011571201682636335 0.0032219342947013801 0.0022049665653691547 0.0039132824363488396 0.0031524695435844819 0.002113921599311439 0.0022216970583035251 0.0021741830347475296 0.0026453748172335597 0.00086430101572267852 0.003110691979221601 0.0023593241575651201 0.0026596198850060882 0.0020062059739631346 0.0031388357049234204 0.00086096775556063676 0.0036459864559486147 0.00023632055854967669 0.0031398999995643469 0.0020099151296267604 0.0028785150183458143 0.0034865009903063651 0.0029490775720160032 0.0022980751014568591
leaf_weight=52 78 95 77 58 52 55 83 85 313 69 69 70 66 53 60 54 52 65 653 69 83 73 93 52 177 80 168 56
leaf_count=52 78 95 77 58 52 55 83 85 313 69 69 70 66 53 60 54 52 65 653 69 83 73 93 52 177 80 168 56
internal_value=0 0.00288496 0.00220294 0.00191004 0.00113317 0.00302276 0.00154458 0.00312874 0.003087 0.00270076 0.00274436 0.00256368 0.00314606 0.000692557 0.00296147 0.00275498 0.0027842 0.00168147 0.00306623 0.001169 0.00329476 0.000500652 0.00287347 0.00281388 0.00268138 0.00322052 0.00310003 0.00247236
internal_weight=0 2689 452 357 321 2237 229 1683 1598 554 235 128 1363 178 166 114 485 143 887 146 476 126 377 322 229 393 821 108
internal_count=3010 2689 452 357 321 2237 229 1683 1598 554 235 128 1363 178 166 114 485 143 887 146 476 126 377 322 229 393 821 108
is_linear=0
shrinkage=0.00213444


Tree=1629
num_leaves=29
num_cat=0
split_feature=1 52 2 2 39 2 1 1 51 52 11 1 2 2 3 3 1 11 3 159 159 52 2 2 52 3 15 3
split_gain=218.47 43.3423 27.3111 27.3084 25.8655 13.8978 13.3631 12.0596 11.6034 8.05892 6.73822 12.5179 6.02457 5.10895 4.99109 3.60767 3.47632 4.66557 2.83648 2.18703 1.57698 1.97638 3.28281 1.38244 0.879699 0.852377 1.4347 1.47096
threshold=0.10398500000000001 -0.41694999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 0.0047850000000000011 0.091290000000000024 0.12700000000000003 0.086215000000000014 0.10532000000000001 -0.081674999999999984 1.0000000180025095e-35 0.08864000000000001 0.10745500000000001 0.14132000000000003 0.076825000000000018 -0.063889999999999988 0.086005000000000012 1.0000000180025095e-35 -0.092509999999999995 0.011235000000000002 0.088450000000000015 0.11667000000000001 0.084095000000000017 0.11657500000000001 0.093130000000000004 -1.0000000180025095e-35 0.097415000000000015 -0.078254999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 16 -3 -6 9 -4 11 12 19 14 -11 23 17 20 -18 24 21 22 -1 -14 -7 26 27 -20
right_child=1 2 8 -5 7 10 -8 -9 -10 13 -12 -13 15 -15 -16 -17 18 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0040211292529172896 0.0036008305012853446 0.0023819583862871915 9.7618419109100546e-05 0.0032197979234852335 0.0030630173412322602 0.0031731444780620033 0.00077695859838760966 0.0015905592603657807 0.00207194083211918 0.00099356114636602868 0.003944248507587401 0.0020528925003616 0.0028376952832028252 0.00064334917170725918 0.0018233510205654458 0.0023072692830829983 0.0028706136765862126 0.0043510750804076999 0.0034844925159666861 0.0037490878799221554 0.0033145401741125698 0.0032638575786324798 0.0036174442102794046 0.0033216555040738904 0.0034260614162020062 0.0032020950199433953 0.0032098453307625508 0.0038839334105235618
leaf_weight=151 72 57 52 100 68 183 69 66 72 91 63 62 80 80 84 53 53 57 178 78 90 71 643 66 160 59 69 83
leaf_count=151 72 57 52 100 68 183 69 66 72 91 63 62 80 80 84 53 53 57 178 78 90 71 643 66 160 59 69 83
internal_value=0 0.00180226 0.00158817 0.00226289 0.00338438 0.00344813 0.00150324 0.00233797 0.00118576 0.000977844 0.00317552 0.00310447 0.00320959 0.00115724 0.00139201 0.0028572 0.00358779 0.00366736 0.00340556 0.0033761 0.00362652 0.00365895 0.00369425 0.00305665 0.0032912 0.00347837 0.00352769 0.00361162
internal_weight=0 677 605 226 2333 2199 126 134 379 307 745 682 620 255 175 199 1454 1012 442 421 955 865 794 146 343 389 330 261
internal_count=3010 677 605 226 2333 2199 126 134 379 307 745 682 620 255 175 199 1454 1012 442 421 955 865 794 146 343 389 330 261
is_linear=0
shrinkage=0.0024518


Tree=1630
num_leaves=13
num_cat=0
split_feature=9 40 43 151 1 151 9 43 39 43 2 42
split_gain=5.00842 3.45239 3.14774 1.87535 5.29409 3.54895 2.30342 1.69581 1.57258 1.30814 1.23374 0.672593
threshold=0.092645000000000019 0.053385000000000009 -0.50775499999999985 -0.086824999999999986 0.09258000000000001 -0.083274999999999988 -1.0000000180025095e-35 -0.12788999999999998 0.093225000000000016 -0.049364999999999992 0.098180000000000003 0.084895000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 11 -5 -7 10 -9 -6 -8 -4
right_child=-2 -3 3 5 9 6 7 8 -10 -11 -12 -13
leaf_value=0.0032101720580087049 -0.001959807039327697 -0.0010133939790790524 0.0008815434387066611 0.0028492501268519966 -0.00033833637902679097 -0.00060960985272060203 0.0013345486664861127 0.00099603830019760276 -0.00051241337500629053 -0.0024263948137809377 0.0028546616679637829 0.0022276361383298678
leaf_weight=56 52 75 87 92 52 77 145 2110 62 53 69 52
leaf_count=56 52 75 87 92 52 77 145 2110 62 53 69 52
internal_value=0 0.000964419 0.00101641 0.000972484 0.000189505 0.00104722 0.000979867 0.0010312 0.000952933 -0.00139326 0.00182514 0.00138584
internal_weight=0 2930 2855 2799 244 2555 2463 2386 2172 105 214 139
internal_count=2982 2930 2855 2799 244 2555 2463 2386 2172 105 214 139
is_linear=0
shrinkage=0.00934185


Tree=1631
num_leaves=20
num_cat=0
split_feature=4 159 3 49 4 1 4 48 47 2 3 0 0 1212 48 0 159 16 4
split_gain=4.02125 4.29377 5.44709 2.97355 2.6704 4.07578 2.6661 1.57546 3.6003 2.26318 2.31725 2.15316 1.69889 1.48431 1.36555 2.00733 1.03143 1.19387 1.44938
threshold=0.25367000000000006 0.086700000000000013 0.12955000000000003 -0.21083999999999997 0.40441500000000002 0.11406500000000001 0.51326500000000019 0.10848000000000001 0.11114000000000002 0.10060500000000001 -0.13392999999999997 -0.14076499999999997 -0.14164999999999997 0.11367500000000001 -0.080064999999999983 -0.14259999999999998 0.09284000000000002 -0.08267999999999999 -0.0083549999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 -2 -6 -3 9 -9 10 12 -11 -5 14 -12 -16 17 -13 -19
right_child=1 6 -4 7 5 -7 -8 8 -10 11 13 16 -14 -15 15 -17 -18 18 -20
leaf_value=0.0029533240582417433 -0.0016096263542476207 0.0028214249632970605 -0.0033054194471984679 0.0010712287540948205 0.0024823063554938267 -0.00056978058823690578 7.4489553332450996e-05 0.0033896531862868946 0.00018601880861379369 -0.0015636507153019555 -0.00057847868083692861 0.0018359406190680645 0.0034406081388485867 -0.00046553201569558692 0.0023930140710018756 0.00088510322123883003 -0.00075201949052554925 0.00077216258469433371 -0.00071215527037331197
leaf_weight=60 70 58 57 52 61 102 66 65 58 53 52 59 54 71 81 1613 55 217 78
leaf_count=60 70 58 57 52 61 102 66 65 58 53 52 59 54 71 81 1613 55 217 78
internal_value=0 -9.44952e-05 -0.000716826 0.000897423 -8.31364e-05 0.0005718 0.00136015 0.000848199 0.00187981 0.000794954 0.000936021 0.000207571 0.00227921 0.000857607 0.000911469 0.000957264 0.000437337 0.000622406 0.000379361
internal_weight=0 414 290 2568 233 163 124 2508 123 2385 1923 462 106 1817 1746 1694 409 354 295
internal_count=2982 414 290 2568 233 163 124 2508 123 2385 1923 462 106 1817 1746 1694 409 354 295
is_linear=0
shrinkage=0.00934185


Tree=1632
num_leaves=19
num_cat=0
split_feature=4 2 12 14 2 2 4 3 3 13 14 49 0 0 0 3 2 2
split_gain=129.688 33.0148 24.1592 18.0908 9.78235 12.8828 8.89386 9.50857 8.38119 6.46739 5.85532 6.72384 5.89017 4.51366 4.37434 3.34215 3.07801 0.933066
threshold=0.31392000000000003 0.12250500000000002 -1.0000000180025095e-35 -0.41992499999999994 -0.0050599999999999994 0.094765000000000016 -0.4950449999999999 0.11391500000000002 0.13772500000000001 -0.070774999999999991 0.064610000000000015 -0.026279999999999998 -0.105195 -0.079249999999999987 -0.10147999999999999 -0.10519499999999998 0.14346500000000004 -0.0011799999999999998
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 -1 -6 15 10 14 -3 11 12 -8 -13 -5 -4 -11 -16
right_child=3 9 6 8 5 -7 7 -9 -10 16 -12 13 -14 -15 17 -17 -18 -19
leaf_value=0.0014548019546509546 0.0023230655310382655 0.0013138232232359935 0.0041919424672484358 0.001648838831008479 0.0034098730597276129 0.0020009419530816657 0.0019938787243567995 0.0020075001661994402 0.00016235927942774713 0.0026766004262608013 0.0036846254529261774 0.0031673308078632848 0.0029055652236324903 0.0029063252337719857 0.0011271363014171997 0.0033428970339486113 0.0018573872056890102 0.00067768392922837588
leaf_weight=68 78 69 53 82 65 98 65 53 59 56 87 1194 125 603 56 60 55 56
leaf_count=68 78 69 53 82 65 98 65 53 59 56 87 1194 125 603 56 60 55 56
internal_value=0 0.00291834 0.0029922 0.00129051 0.00223685 0.00256295 0.00307009 0.00303441 0.000972065 0.00190418 0.00306064 0.00303331 0.00259381 0.00307976 0.00121818 0.00374135 0.00227092 0.000902644
internal_weight=0 2651 2471 331 231 163 2240 2127 253 180 2074 1987 190 1797 194 113 111 112
internal_count=2982 2651 2471 331 231 163 2240 2127 253 180 2074 1987 190 1797 194 113 111 112
is_linear=0
shrinkage=0.0024518


Tree=1633
num_leaves=17
num_cat=0
split_feature=4 159 4 44 4 15 15 148 49 12 52 16 483 43 472 15
split_gain=3.34326 3.45918 2.71865 1.85765 1.77123 1.64623 2.22385 1.46433 1.50608 2.3293 1.45733 1.67132 3.24114 1.68516 1.15372 0.401067
threshold=0.26777000000000001 0.084685000000000024 -0.51843499999999987 1.0000000180025095e-35 0.51326500000000019 -0.43091499999999999 -0.046109999999999991 -0.082389999999999977 0.11580500000000001 0.094390000000000016 -0.53082999999999991 -0.071129999999999985 0.0015150000000000003 -0.24192999999999995 -0.074384999999999993 -0.26361999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 7 -3 -2 15 -4 10 -10 14 12 -12 -13 -9 -7
right_child=1 4 3 -5 -6 6 -8 8 9 -11 11 13 -14 -15 -16 -17
leaf_value=0.0028121489541921498 0.00044104848869982511 0.0021829548944578402 0.0020652408303384554 0.00244701742585032 0.0001260332289271751 -0.002367572143472216 0.00032024284582190274 0.00057622044587066082 -0.0012229755154257508 0.0011074455820572276 0.00085401042419133461 0.0019401903825626971 0.0027765880500482767 0.00040927960082842192 0.0021855012353994394 -0.0013265628062035806
leaf_weight=54 77 64 67 53 66 53 57 53 73 61 993 59 73 1015 100 64
leaf_count=54 77 64 67 53 66 53 57 53 73 61 993 59 73 1015 100 64
internal_value=0 -2.58728e-05 0.000856844 0.000815352 0.00113939 -0.000629772 -0.00110418 0.00078064 0.000745138 -0.000161411 0.000798157 0.000738736 0.000985757 0.000493467 0.00162865 -0.00179893
internal_weight=0 381 2601 2547 130 251 174 2494 2427 134 2293 2140 1066 1074 153 117
internal_count=2982 381 2601 2547 130 251 174 2494 2427 134 2293 2140 1066 1074 153 117
is_linear=0
shrinkage=0.00880303


Tree=1634
num_leaves=22
num_cat=0
split_feature=4 39 147 11 48 0 4 42 11 0 0 4 10 4 376 0 0 0 0 4 42
split_gain=188.537 36.7397 16.2526 13.8645 11.0594 10.6452 18.31 12.4293 10.6379 10.5605 15.5776 23.4052 9.20724 5.6366 3.68031 2.63798 2.28344 2.0702 1.97547 1.52458 1.48605
threshold=0.31392000000000003 0.055555000000000007 0.089430000000000023 1.0000000180025095e-35 0.091775000000000009 -0.062109999999999992 -0.44205499999999992 0.088875000000000023 0.084110000000000004 -0.10071499999999999 -0.15445999999999996 0.0072100000000000003 -0.063134999999999983 0.0049450000000000006 0.076485000000000011 -0.083564999999999987 -0.086244999999999974 -0.011064999999999998 -0.18713499999999997 0.50944500000000004 0.10217500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 14 9 -7 -8 -5 10 -1 -12 -2 15 -3 -11 -15 18 -14 -20 -9
right_child=12 4 -4 8 -6 6 7 20 -10 13 11 -13 17 16 -16 -17 -18 -19 19 -21 -22
leaf_value=0.0033310057164717979 -0.00012902325234527445 0.0026318740897847519 0.0015853916943469658 0.0045066444257953822 0.0010561828631475072 0.0034242665640475622 0.001338411643494048 0.0029024428379710956 0.0031656591739281119 0.0032132006178571255 0.00099550483790202871 0.0027864602695892981 0.0012444182903738575 0.0029314759424698767 0.001861578652761659 0.0029966227265667252 0.0024069530891653152 0.0013805998405915232 0.00040869280998259716 0.00093426658883289239 0.0023029491275773882
leaf_weight=100 53 77 56 59 72 83 90 53 100 675 73 122 65 101 79 750 109 70 59 84 52
leaf_count=100 53 77 56 59 72 83 90 53 100 675 73 122 65 101 79 750 109 70 59 84 52
internal_value=0 0.0028277 0.00291803 0.00294954 0.00186762 0.00289812 0.00244005 0.00202099 0.00366343 0.00296409 0.00252805 0.00211614 0.000825787 0.00304275 0.00224196 0.00309923 0.00265935 0.00100792 0.000882365 0.000717608 0.00260581
internal_weight=0 2651 2423 2367 228 2208 278 195 159 1930 295 195 331 1635 156 1425 210 278 208 143 105
internal_count=2982 2651 2423 2367 228 2208 278 195 159 1930 295 195 331 1635 156 1425 210 278 208 143 105
is_linear=0
shrinkage=0.00250084


Tree=1635
num_leaves=28
num_cat=0
split_feature=43 0 15 11 1429 42 49 12 133 14 15 15 133 402 159 3 133 40 52 403 15 160 15 52 12 47 15
split_gain=5.27049 3.11294 1.75938 2.63445 2.22513 2.32872 1.94177 1.89133 1.83955 2.21158 3.17846 2.01354 1.5935 2.43279 2.95049 1.51627 1.46102 1.38873 1.30415 1.28673 1.15305 0.978197 0.928367 0.774248 0.618685 0.571064 0.553285
threshold=-0.18906999999999999 -0.042499999999999989 0.037885000000000009 1.0000000180025095e-35 0.086185000000000012 0.085965000000000014 0.12757000000000004 0.081685000000000021 0.083000000000000018 -0.24168999999999999 -0.23160499999999998 -0.0073449999999999991 -1.0000000180025095e-35 -0.040969999999999993 -0.085534999999999986 -0.082714999999999997 0.41548500000000005 -0.08416499999999999 0.056265000000000009 0.036225000000000007 -0.086819999999999994 0.090205000000000021 0.085775000000000004 0.096325000000000008 0.088325000000000015 0.11114000000000002 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
left_child=1 20 4 7 6 -6 8 -4 9 -2 -11 -12 19 16 -15 -16 -14 -10 21 22 -1 -19 26 -24 -21 -8 -9
right_child=2 -3 3 -5 5 -7 25 12 17 10 11 -13 13 14 15 -17 -18 18 -20 24 -22 -23 23 -25 -26 -27 -28
leaf_value=0.001229277284815223 0.001888027794637367 -0.002458213289055467 0.002611339761243362 0.0033001880125272005 0.0028739549326104864 0.00060956517184351322 0.0024668052275372779 0.0016295957088072713 -0.00030750366201346498 -0.0014741830123804396 0.00070876609343311487 -0.00034643671646450788 0.0024775718176862165 0.0016229554690824185 0.00024678005408779522 -0.0014566461619293692 0.00075740205952879846 0.0012389762601706456 0.0021753453419537656 0.0013670507507699341 -0.00045979763661867159 3.1265913110903573e-05 0.0024467279275809696 0.0011976058238792784 0.00015201718788608143 0.0011919678646968785 0.00041080341962696762
leaf_weight=53 78 52 74 53 87 68 62 77 53 79 617 201 75 75 94 82 93 274 101 65 94 71 158 57 77 57 53
leaf_count=53 78 52 74 53 87 68 62 77 53 79 617 201 75 75 94 82 93 274 101 65 94 71 158 57 77 57 53
internal_value=0 -0.000532143 0.00101045 0.00131028 0.000833209 0.00188118 0.00073118 0.00120256 0.000640224 0.000408598 0.000279843 0.000449361 0.00108739 0.000672854 0.00010149 -0.000546306 0.00152592 0.0010926 0.0012592 0.00144384 0.000148523 0.000990716 0.00174606 0.00211602 0.000708883 0.00185699 0.00113346
internal_weight=0 199 2781 1033 1748 155 1593 980 1474 975 897 818 906 419 251 176 168 499 446 487 147 345 345 215 142 119 130
internal_count=2980 199 2781 1033 1748 155 1593 980 1474 975 897 818 906 419 251 176 168 499 446 487 147 345 345 215 142 119 130
is_linear=0
shrinkage=0.00915867


Tree=1636
num_leaves=21
num_cat=0
split_feature=474 15 402 42 133 159 403 160 457 455 160 133 160 1210 42 16 2 16 133 16
split_gain=2.13837 2.10239 3.45478 5.68069 2.48601 2.32851 1.73551 1.67873 1.9773 1.68758 1.43516 1.32286 1.01823 1.12183 1.2296 0.920333 0.891928 0.641197 0.85449 0.614198
threshold=-0.10387999999999999 0.039965000000000007 0.08406000000000001 -1.0000000180025095e-35 0.087045000000000025 0.12310000000000001 -0.11087499999999999 0.11475 0.11469000000000001 0.08060500000000001 -0.44494499999999998 0.12086500000000001 0.062030000000000009 -0.08211499999999998 0.0069650000000000016 -0.018754999999999997 0.082500000000000018 -0.082359999999999989 0.41548500000000005 -0.072649999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 6 7 -3 8 9 10 -2 -6 13 -8 16 -16 -15 -13 -19 -20
right_child=1 4 3 -5 11 -7 12 -9 -10 -11 -12 17 -14 14 15 -17 -18 18 19 -21
leaf_value=0.0019070493449914023 0.0014819326094436993 0.0022514542597447062 0.00062189339884405966 -0.0021954474260443726 -0.00052095957732840859 0.0018342141102388944 0.0018396772048736652 -0.00075754174514616789 0.0018474105592213921 -0.00068180388034577027 0.0004418819276950044 -0.00014588774025878595 0.0017568345790396373 0.001718740135365079 0.00013074133917032404 0.0010440053479506516 0.0008451601539793325 0.0012603223442054395 -0.00024448651227780669 0.00083773961487763058
leaf_weight=60 70 53 80 65 79 63 52 56 52 64 1360 54 67 75 191 78 272 84 52 53
leaf_count=60 70 53 80 65 79 63 52 56 52 64 1360 54 67 75 191 78 272 84 52 53
internal_value=0 0.000556249 0.000407393 -0.000640531 0.000798909 0.000498699 0.00101313 0.000446131 0.00048978 0.000442476 0.000492846 0.000274438 0.000923731 0.000840058 0.000755552 0.000395835 0.00103419 0.000533335 0.000727799 0.00030106
internal_weight=0 2920 1810 145 1110 1665 788 1602 1546 1494 1430 322 735 668 616 269 347 243 189 105
internal_count=2980 2920 1810 145 1110 1665 788 1602 1546 1494 1430 322 735 668 616 269 347 243 189 105
is_linear=0
shrinkage=0.00707995


Tree=1637
num_leaves=27
num_cat=0
split_feature=1 1 12 14 12 47 12 43 15 12 15 159 43 0 159 0 0 151 150 43 159 3 3 3 3 12
split_gain=346.344 50.9397 38.4998 27.1942 25.5004 17.2027 14.5712 11.4225 7.03913 6.08948 5.18977 4.73518 4.31836 6.53565 4.21012 3.83169 3.71282 2.75678 2.58121 2.07591 1.84216 1.66679 1.5946 1.38663 1.09788 0.878257
threshold=0.10442000000000001 0.12381000000000002 0.087255000000000013 0.064610000000000015 0.056995000000000011 0.11224000000000002 0.11819000000000002 -0.077614999999999976 -0.042209999999999991 0.093245000000000008 -0.033234999999999994 0.084435000000000024 -0.077134999999999995 -0.066574999999999981 0.081975000000000006 -0.069074999999999984 -0.11214999999999999 -0.086059999999999984 0.08486500000000001 -0.085264999999999994 -0.023859999999999996 -0.10859999999999999 -0.083414999999999975 -0.10859999999999999 -0.075404999999999986 0.094860000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 7 12 9 -1 -4 17 15 16 -3 -14 18 24 -9 19 -2 -6 22 -22 -19 -12 -11 -25
right_child=1 5 8 -5 6 -7 -8 11 -10 10 23 -13 13 -15 -16 -17 -18 20 -20 -21 21 -23 -24 25 -26 -27
leaf_value=0.0018879921913637608 0.0016459817373130009 -0.00051962102286481817 0.0024392722998737649 0.0048474861775898211 0.0035574583804715413 0.0016154595630816291 0.0023436999233453805 0.0031971254807845371 0.0036331391124868211 0.0029751670060075949 0.0038833483359903627 0.0037016216519923828 -0.00021491568545350853 0.00092974356785493768 0.00055757469525510622 0.0023677550619982208 0.0024295362479057623 0.004243580368973131 0.00089886154517658523 0.0028458128209839545 0.0031454003574140307 0.0036477765500216555 0.0037168198060849689 0.0031004886004251135 0.0034511296726352247 0.0034932603181935689
leaf_weight=98 92 78 100 93 68 61 80 86 57 84 57 53 87 63 69 60 101 70 54 55 52 922 111 54 64 211
leaf_count=98 92 78 100 93 68 61 80 86 57 84 57 53 87 63 69 60 101 70 54 55 52 922 111 54 64 211
internal_value=0 0.00119132 0.00185369 0.00341264 0.00335268 0.000338616 0.00347532 0.00266755 0.0028729 0.00352538 0.00328085 0.00298575 -2.86955e-06 0.000265649 0.0011093 0.00294668 0.0027827 0.00362676 0.00136985 0.00323948 0.00366798 0.00362099 0.0039207 0.00349662 0.00318118 0.00341333
internal_weight=0 661 372 2319 2226 289 1888 338 157 1808 530 240 228 150 215 208 187 1278 146 123 1155 974 181 322 148 265
internal_count=2980 661 372 2319 2226 289 1888 338 157 1808 530 240 228 150 215 208 187 1278 146 123 1155 974 181 322 148 265
is_linear=0
shrinkage=0.00270699


Tree=1638
num_leaves=21
num_cat=0
split_feature=43 42 4 4 482 41 8 48 156 160 43 1429 4 2 2 48 475 4 132 402
split_gain=3.68027 2.99001 2.17113 3.82448 2.37456 2.04653 3.22706 2.19883 2.83239 1.90126 1.65551 1.57557 2.26036 4.70161 2.06133 1.47916 1.34719 0.975734 0.660267 0.674339
threshold=-0.18906999999999999 -0.026374999999999999 -0.021269999999999997 -0.016339999999999997 0.097000000000000017 0.085175000000000015 1.0000000180025095e-35 0.087645000000000015 0.092415000000000011 0.043720000000000009 -0.06372499999999999 0.084920000000000009 -0.12685999999999997 0.096540000000000015 0.11043500000000002 0.092205000000000023 -1.0000000180025095e-35 -0.06347499999999999 0.004745000000000001 0.11034500000000001
decision_type=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 -4 5 6 7 8 -5 11 -11 12 13 -2 -15 -9 -14 -1 19 -18
right_child=2 -3 3 4 -6 -7 -8 15 -10 10 -12 -13 16 14 -16 -17 18 -19 -20 -21
leaf_value=-0.00049064604792655646 -0.0015648936911124484 -0.001898505255876543 -0.0018264008642630157 0.0010505337576252186 0.0027335999217076462 0.002305579850381156 -0.0017525054132198127 -0.0011478930513940638 -0.00098427839404064701 0.001135348327134291 0.0034186711353049412 0.002461060203589549 0.0026241899957070488 0.0023567643162968228 -0.00013852741648593642 0.00037400505356227181 0.0010915479796949094 0.0012368557433826797 0.0018489256424658151 0.00017894417949646096
leaf_weight=52 90 78 55 843 52 65 52 81 67 55 61 69 55 71 52 204 734 69 93 82
leaf_count=52 90 78 55 843 52 65 52 81 67 55 61 69 55 71 52 204 734 69 93 82
internal_value=0 -0.000443487 0.000897569 0.000636573 0.000735961 0.000656709 0.000570679 0.000671857 0.000900606 0.00116941 0.00233694 0.00106064 0.000978454 8.95914e-05 0.00130102 -5.81775e-05 0.00117475 0.000493618 0.00108693 0.000999965
internal_weight=0 199 2781 1419 1364 1312 1247 1195 910 1362 116 1246 1177 213 123 285 964 121 909 816
internal_count=2980 199 2781 1419 1364 1312 1247 1195 910 1362 116 1246 1177 213 123 285 964 121 909 816
is_linear=0
shrinkage=0.00952868


Tree=1639
num_leaves=26
num_cat=0
split_feature=1 1 12 12 1 12 0 14 49 16 43 12 12 0 0 1210 16 0 43 48 0 0 12 0 1213
split_gain=184.829 19.5483 16.7724 14.5723 9.41127 7.67653 6.71502 6.45382 6.32234 6.29267 6.25269 5.74951 4.2058 4.57728 4.03995 3.18528 2.82805 2.7325 2.83027 2.54754 2.04664 1.88676 1.70826 1.3217 1.0931
threshold=0.10921500000000002 0.12448500000000001 0.089135000000000006 0.056995000000000011 0.095920000000000019 0.11755500000000001 0.047640000000000009 0.056865000000000006 -0.056909999999999995 -0.40430999999999989 -0.065749999999999989 0.098355000000000012 0.089765000000000025 -0.108275 0.11160500000000002 -0.065264999999999976 -0.33811499999999994 -0.15445999999999996 -0.008069999999999999 0.093225000000000016 -0.085674999999999987 -0.067434999999999981 -0.080929999999999988 -0.086554999999999979 -0.086379999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 6 7 17 12 -6 22 -11 -4 13 -5 15 -14 -2 -1 -19 -17 23 -12 -3 -15 -22
right_child=1 9 11 5 8 -7 -8 -9 -10 10 21 -13 14 20 -16 19 -18 18 -20 -21 24 -23 -24 -25 -26
leaf_value=0.0034327350842804018 0.0019460430004218643 0.00096792226954061809 0.0032647939748745871 0.0025745435153808581 0.0028377059405074309 0.0024381743223978341 0.0021744666778794456 0.0038906629466276626 0.0018195140857441275 0.00074389521490635904 0.0014267686111279129 0.0021594859205269902 0.0024355305817271326 0.0033331083272826428 0.0035692476374138151 0.0030520067229748596 0.0012702506802524582 0.0032171451410223017 0.0025461542878303075 0.0025704649434980724 0.002875237247341505 0.0020642520021770744 0.00041985149672834981 0.0036790146892540692 0.0032123106317948351
leaf_weight=82 52 66 53 55 52 86 56 65 98 52 52 52 59 385 67 662 103 72 69 68 63 52 61 75 423
leaf_count=82 52 66 53 55 52 86 56 65 98 52 52 52 59 385 67 662 103 72 69 68 63 52 61 75 423
internal_value=0 0.00152351 0.00199013 0.00304399 0.00264935 0.00312829 0.00290555 0.00315915 0.00217266 0.00109474 0.00141196 0.00271764 0.00313354 0.00323758 0.00301184 0.00296447 0.00149713 0.00308903 0.00288897 0.00300719 0.00327611 0.00174575 0.000704874 0.00338956 0.00316867
internal_weight=0 543 260 2437 429 2008 279 1922 150 283 156 105 1857 1001 856 789 155 223 141 730 946 104 127 460 486
internal_count=2980 543 260 2437 429 2008 279 1922 150 283 156 105 1857 1001 856 789 155 223 141 730 946 104 127 460 486
is_linear=0
shrinkage=0.00235659


Tree=1640
num_leaves=21
num_cat=0
split_feature=12 484 160 133 151 47 151 2 3 2 12 159 13 12 2 49 49 133 160 13
split_gain=4.54786 3.32414 3.0013 2.77013 2.11354 2.99029 3.62307 2.98121 2.09006 5.97143 2.93576 1.58777 1.46813 1.13738 0.947419 1.72217 1.80865 1.37155 0.826998 0.652663
threshold=0.083885000000000015 0.097080000000000014 -0.23566999999999996 0.09142500000000002 -0.086439999999999989 0.091680000000000011 -0.080494999999999997 0.076510000000000009 -0.14326499999999995 0.085280000000000009 0.095920000000000019 0.11500500000000001 -0.10667999999999998 0.084805000000000005 0.11543500000000002 -0.078789999999999985 -0.011669999999999998 0.0029250000000000005 -0.081594999999999987 -0.0012399999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 19 6 -6 -8 9 -2 -11 12 -10 18 15 -15 -17 -16 -14 -4
right_child=8 -3 3 -5 5 -7 7 -9 11 10 -12 -13 13 14 17 16 -18 -19 -20 -21
leaf_value=0.0026724759194067665 0.0050529617213323878 -0.0021501680092422975 -0.00057644335178374639 0.001997241555069423 0.0021706173713854806 0.0019052780599231635 -0.0021174831448415848 -8.1087300630459323e-06 -0.00039662768511937761 -0.00049370510290090664 0.0026331383209248606 -0.000471342331346662 0.001092691189868857 -0.00075403851443516488 0.00083349843629440263 0.0028400866236403563 0.00091280862456886319 0.0030657418203274009 0.0026652332403703858 -0.0021711224588850651
leaf_weight=55 52 61 58 81 67 95 87 395 76 71 58 81 66 63 63 54 1308 55 78 52
leaf_count=55 52 61 58 81 67 95 87 395 76 71 58 81 66 63 63 54 1308 55 78 52
internal_value=0 0.000178821 0.000338572 0.00018471 -9.85862e-06 0.000215681 -7.64893e-05 -0.000389075 0.00104364 0.00210178 0.000911309 0.00093972 0.00100461 0.0010678 0.000985846 0.00091215 0.000989301 0.00187488 0.00194525 -0.00133129
internal_weight=0 951 890 835 754 644 549 482 2025 181 129 1844 1763 1687 1543 1425 1362 118 144 110
internal_count=2976 951 890 835 754 644 549 482 2025 181 129 1844 1763 1687 1543 1425 1362 118 144 110
is_linear=0
shrinkage=0.0103142


Tree=1641
num_leaves=15
num_cat=0
split_feature=0 48 48 1447 151 1 457 151 403 40 1210 48 0 15
split_gain=2.28112 3.0012 2.93653 1.86957 1.95032 4.02634 3.04459 2.46703 1.8706 1.34261 1.50019 1.40732 1.15486 0.935191
threshold=-0.19166999999999998 0.089715000000000017 -1.0000000180025095e-35 -0.086009999999999989 -0.086654999999999982 0.083065000000000014 0.069705000000000003 -0.083274999999999988 -0.5407249999999999 0.053385000000000009 -0.079364999999999977 0.11978500000000002 -0.087454999999999991 -0.023589999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 12 5 13 -7 -6 -9 10 -10 -12 -2 -5
right_child=3 -3 -4 4 7 6 -8 8 9 -11 11 -13 -14 -15
leaf_value=-0.0011645724048007123 0.00041738982920035703 -0.0022203311122528657 0.0018497995440334104 0.0019562724631735566 0.0024811242537215892 7.9660840322808658e-05 -0.0030290949293462618 0.0022080824437831215 -0.00039873869491562921 -0.0008008031732939598 0.00071174692284688753 0.0020779509149575779 -0.0015320225626851234 0.00023092597387694912
leaf_weight=54 52 57 59 56 71 57 53 71 103 53 2114 68 54 54
leaf_count=54 52 57 59 56 71 57 53 71 103 53 2114 68 54 54
internal_value=0 -0.000472398 0.000408421 0.000641714 0.000689509 -0.000153095 -0.00141729 0.000764296 0.000713655 0.00066823 0.000702347 0.000754369 -0.000574766 0.00111019
internal_weight=0 170 113 2806 2700 220 110 2480 2409 2338 2285 2182 106 110
internal_count=2976 170 113 2806 2700 220 110 2480 2409 2338 2285 2182 106 110
is_linear=0
shrinkage=0.00934185


Tree=1642
num_leaves=24
num_cat=0
split_feature=12 16 3 48 3 48 3 1 151 1 2 133 3 2 52 15 151 1 3 479 12 15 3
split_gain=2.541 2.42788 4.21325 3.46065 3.45624 4.27022 2.448 2.34268 2.15265 2.64025 2.69427 1.55946 1.46227 5.22455 2.48747 0.964206 1.12139 1.0607 1.11416 0.925602 1.07372 0.751685 0.726275
threshold=0.083885000000000015 -0.11807499999999999 -0.12077499999999998 0.089775000000000008 0.10856000000000002 0.082705000000000015 0.11391500000000002 0.10921500000000002 -0.044604999999999992 0.092485000000000026 0.083815000000000014 0.085980000000000015 -0.14539499999999997 0.08647500000000001 -0.047784999999999987 0.13592500000000005 0.0035100000000000005 0.12220000000000002 -0.055389999999999988 0.088585000000000011 0.084270000000000012 -0.036279999999999993 -0.004069999999999999
decision_type=2 2 2 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 7 -6 21 8 11 10 -10 -4 13 -2 -15 16 17 18 19 20 -14 22 -1
right_child=12 2 4 -5 5 -7 -8 -9 9 -11 -12 -13 15 14 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00087447181396034578 0.0039667084794002896 -0.0027192088418936501 0.0029587081096015561 -0.0012370235853559942 -0.0030249891949036749 0.00038800386415912348 0.0026703894045721956 -0.0010849843189347187 0.002469354163540534 -0.0015533484280726895 8.1926728126933341e-05 0.0006891211759407032 0.0019185125087942277 0.0016185373380304135 -0.0010665230714994897 -0.00058338738088353586 0.0018858201462403832 -0.00072722706031665401 0.0019350769232837726 -0.00063102971536245728 0.00057710919236230959 0.0015181647403167701 -0.00059342748311889634
leaf_weight=66 52 55 52 61 66 62 74 80 56 57 157 54 54 68 54 59 60 52 55 53 1518 58 53
leaf_count=66 52 55 52 61 66 62 74 80 56 57 157 54 54 68 54 59 60 52 55 53 1518 58 53
internal_value=0 8.23236e-05 -0.000247383 0.000757908 -1.44208e-05 -0.00137104 0.00124313 0.000366166 0.000675187 0.000231872 0.000710075 0.00180344 0.000667845 0.001487 0.000429251 0.000590789 0.000629503 0.000585924 0.000626628 0.000582281 0.000623251 0.000645859 0.000219863
internal_weight=0 951 639 312 584 128 251 456 376 270 213 106 2025 174 122 1851 1792 1732 1680 1625 1572 177 119
internal_count=2976 951 639 312 584 128 251 456 376 270 213 106 2025 174 122 1851 1792 1732 1680 1625 1572 177 119
is_linear=0
shrinkage=0.00934185


Tree=1643
num_leaves=29
num_cat=0
split_feature=1 2 12 12 1 0 51 12 12 43 4 0 51 1 41 42 1 2 2 0 1 1454 159 2 12 474 4 4
split_gain=163.742 34.0068 24.7718 13.9782 11.5376 8.52764 7.34923 6.73874 5.48655 5.03805 4.13049 6.69307 4.37767 3.81081 4.77081 3.75975 3.65182 3.2863 7.58917 3.17282 3.68317 1.91099 1.83507 1.39735 1.32785 1.25404 1.21394 0.657477
threshold=0.10442000000000001 0.12068000000000001 0.089585000000000012 0.056995000000000011 0.087480000000000016 -0.16199999999999995 0.11578500000000001 0.10700500000000002 0.089505000000000015 -0.0101 0.03851000000000001 -0.095724999999999991 0.11178000000000002 0.089535000000000017 0.075585000000000013 0.090645000000000017 1.0000000180025095e-35 -1.0000000180025095e-35 0.10912000000000001 -0.10998999999999999 0.13752500000000004 0.08141000000000001 0.08894500000000001 0.084855000000000014 0.097060000000000021 0.086230000000000015 -0.082199999999999981 -0.021269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 16 -6 19 15 13 -7 11 -10 22 14 21 -4 -1 -2 -19 -3 -21 23 26 27 -12 -25 -13 -5
right_child=1 6 7 8 5 9 -8 -9 10 -11 24 12 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 25 -26 -27 -28 -29
leaf_value=0.0021056812625744052 0.000855604264914585 0.00075390641991393895 0.0029041845177361441 0.0027414322845233877 0.0009254360208699816 0.0015007371908207388 0.0012602630640118229 0.001583408589057125 0.003084521436485074 0.0023393476451325319 0.0022315008878406135 0.0026028139828671334 0.0018024312436337245 0.0020125361655081628 0.0032019883350314681 0.0021386236314021715 0.0026917335995149927 0.0018525692759019769 0.0009025997291305537 0.00053933753935922338 -0.00019009531132677319 0.0021898261486480654 0.0020184861359092976 0.0024815046653544506 0.0018483911300365393 0.0028220688296600226 0.0023796123780427786 0.0024861980300937897
leaf_weight=103 97 74 52 259 53 62 58 53 59 64 79 141 59 52 54 62 86 70 78 66 56 58 52 459 82 54 478 56
leaf_count=103 97 74 52 259 53 62 58 53 59 64 79 141 59 52 54 62 86 70 78 66 56 58 52 459 82 54 478 56
internal_value=0 0.00120811 0.00157942 0.0023859 0.00201162 0.00163048 0.000605739 0.00220106 0.00245681 0.00192688 0.00234288 0.00240536 0.00235044 0.00256589 0.00259648 0.00248802 0.00237247 0.0011556 0.00135206 0.000411939 0.000204333 0.00255955 0.0023986 0.00258542 0.00203652 0.0025174 0.00243049 0.00269613
internal_weight=0 666 412 2310 368 179 254 167 1942 126 950 789 730 992 940 114 189 245 148 196 122 886 671 828 161 513 619 315
internal_count=2976 666 412 2310 368 179 254 167 1942 126 950 789 730 992 940 114 189 245 148 196 122 886 671 828 161 513 619 315
is_linear=0
shrinkage=0.00209259


Tree=1644
num_leaves=13
num_cat=0
split_feature=4 4 0 16 11 4 0 4 15 4 52 159
split_gain=2.85565 2.28918 2.86888 5.03955 3.37387 2.73768 2.19099 4.89023 6.04743 2.1428 1.7543 1.60482
threshold=-0.5109999999999999 -0.40515499999999993 0.024295000000000001 -0.11082499999999999 0.088315000000000018 0.51734000000000002 -0.10071499999999999 -0.081139999999999976 -0.0070899999999999991 -0.12685999999999997 -0.54159499999999994 0.10210500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 4 -4 5 6 7 -3 -9 -8 -2 -11
right_child=1 2 3 -5 -6 -7 9 8 -10 11 -12 -13
leaf_value=-0.0011501239501467825 0.00063087120711681304 0.0021033283856258544 0.00085824767627169915 -0.0025187113753233842 0.0022888328138653629 0.001961549401474885 -0.0010152794662140073 0.0001364592592592769 -0.0020970171299965947 0.00064314289717039047 0.0026262225356515744 -0.00018048469687647549
leaf_weight=66 55 59 55 53 63 72 53 398 91 1801 53 157
leaf_count=66 55 59 55 53 63 72 53 398 91 1801 53 157
internal_value=0 0.000493818 0.000450734 -0.000798191 0.000500833 0.000457987 0.00041565 -2.23622e-05 -0.000279007 0.000535051 0.00161084 0.000577059
internal_weight=0 2910 2802 108 2694 2631 2559 548 489 2011 108 1958
internal_count=2976 2910 2802 108 2694 2631 2559 548 489 2011 108 1958
is_linear=0
shrinkage=0.00781684


Tree=1645
num_leaves=27
num_cat=0
split_feature=1 3 4 2 3 3 12 4 4 16 12 133 124 157 157 133 2 16 13 131 133 16 41 3 16 12
split_gain=168.632 30.7545 17.9622 14.6902 14.1218 16.8146 8.28208 7.48712 6.72965 5.527 5.03774 5.05426 4.8135 4.71691 5.01467 5.3206 4.53427 4.42804 3.57506 3.40252 2.91106 2.471 2.65175 2.36441 2.01741 1.89816
threshold=0.10404000000000001 -0.049204999999999992 0.41377500000000006 0.095850000000000005 0.30863500000000005 0.090170000000000014 -0.087789999999999993 -0.0097449999999999985 0.27998000000000006 -0.066539999999999988 0.056995000000000011 0.092425000000000021 -1.0000000180025095e-35 0.017590000000000005 -0.0042999999999999991 0.094185000000000005 0.10656 0.20277000000000003 -0.0066549999999999986 0.091385000000000008 -1.0000000180025095e-35 0.08215500000000002 0.078535000000000008 0.084670000000000009 -0.083614999999999981 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 12 5 6 -3 9 -7 -5 -9 20 -1 14 -11 -16 19 21 -8 -2 -12 22 23 24 -14 -6
right_child=1 4 -4 7 25 8 18 10 -10 13 11 -13 17 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0022673680823729159 0.003075398054812644 0.00170488661888226 0.0012304344490632708 0.0033396491231625003 0.00092276728160142903 0.002571142593543204 0.0011014060910880929 0.0018189396493864004 0.0015832944642505905 0.0029914735228079902 0.0023466521226994052 0.0020496983764080692 0.0030052237222425648 0.0030954518556399542 0.0019349368407360716 0.002770930433538051 0.0020356507594742031 0.00243471452659413 0.00039402427670792218 0.0023873626171707564 0.0030015862394985027 0.0033361935167953451 0.0033232414816627507 0.002483174911449107 0.0028374476054520577 0.00040939537634454175
leaf_weight=57 65 72 64 52 67 66 79 85 56 52 55 91 494 62 94 52 59 90 52 62 66 59 62 64 896 60
leaf_count=57 65 72 64 52 67 66 79 85 56 52 55 91 494 62 94 52 59 90 52 62 66 59 62 64 896 60
internal_value=0 0.00159828 0.00218734 0.00276827 0.00127242 0.0015037 0.00113447 0.00248865 0.00211789 0.00271538 0.0022504 0.00242329 0.00286715 0.00259044 0.00243219 0.00223284 0.00251648 0.00288767 0.000820784 0.00273968 0.00270407 0.00291354 0.00289707 0.00287889 0.00289709 0.000680405
internal_weight=0 702 250 2331 452 325 203 609 122 312 297 212 1722 260 198 146 186 1665 131 127 121 1575 1516 1454 1390 127
internal_count=3033 702 250 2331 452 325 203 609 122 312 297 212 1722 260 198 146 186 1665 131 127 121 1575 1516 1454 1390 127
is_linear=0
shrinkage=0.00209259


Tree=1646
num_leaves=17
num_cat=0
split_feature=4 3 123 12 14 16 14 48 0 4 3 124 12 39 16 16
split_gain=148.539 64.6967 38.8784 11.2826 8.05214 5.51654 8.9794 4.53276 10.9023 8.58636 5.36983 3.54562 2.19827 2.06676 1.68624 1.38389
threshold=0.31392000000000003 0.28833000000000003 0.081180000000000016 0.13642500000000005 0.073890000000000011 -0.54150999999999994 -0.10523499999999998 0.093225000000000016 -0.073254999999999987 -0.49269499999999994 0.088880000000000015 -0.084389999999999979 0.083335000000000006 0.093225000000000016 -0.063769999999999979 -0.5020199999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -2 -7 9 14 12 -11 -4 -1 15 -9 -8
right_child=5 -3 11 -5 -6 6 13 8 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=0.0034101048312551448 0.0017784072271824763 0.00063781797442091163 0.0013225564970427567 0.002014815220525924 0.0037722114687042656 0.0015976540878496614 0.0010705155755944696 0.0033595213774417427 0.0017030478547061568 0.0030718191550866817 0.0023966846059477599 0.0021039104437298515 0.0041068839683944657 0.00021344567774208989 0.0028165144980761506 0.00052469268734173279
leaf_weight=59 65 76 71 64 101 91 61 60 52 1924 77 75 56 53 92 56
leaf_count=59 65 76 71 64 101 91 61 60 52 1924 77 75 56 53 92 56
internal_value=0 0.00291303 0.00297874 0.00305244 0.00307986 0.00112603 0.000963462 0.00304971 0.00269266 0.00308411 0.00304585 0.00172412 0.00374964 0.000623825 0.00303104 0.000809495
internal_weight=0 2707 2631 2485 2421 326 261 2320 204 2116 2001 146 115 170 152 117
internal_count=3033 2707 2631 2485 2421 326 261 2320 204 2116 2001 146 115 170 152 117
is_linear=0
shrinkage=0.00250084


Tree=1647
num_leaves=14
num_cat=0
split_feature=160 39 4 43 4 12 0 4 0 42 150 1 1456
split_gain=1.93391 1.89414 2.65026 2.4988 1.61649 3.46345 2.41384 1.84873 1.81842 1.89959 3.59514 1.67962 1.66674
threshold=-0.54959499999999994 0.099350000000000008 0.094220000000000012 -0.50589999999999991 0.41377500000000006 -0.020034999999999994 -0.19166999999999998 0.50609000000000004 0.12469500000000001 0.083595000000000017 0.094545000000000018 0.089875000000000024 0.08814000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 6 -6 11 -7 9 10 -8 -5 -11
right_child=1 2 -4 4 5 7 8 -9 -10 12 -12 -13 -14
leaf_value=-0.00066206814468287314 0.002115133530150803 -0.0013614418281357155 0.00053575729325317455 0.00077685015453949821 0.0010113577648640374 -0.0015941615792552108 0.00049526392197960325 0.00014618494179106917 0.0016872626867107732 0.0008639735806735369 -0.001228273098077398 0.0023650876616190071 -0.00012939964308395971
leaf_weight=55 54 52 99 59 96 58 1111 55 74 1112 59 65 84
leaf_count=55 54 52 99 59 96 58 1111 55 74 1112 59 65 84
internal_value=0 0.000625078 -0.000117102 0.000664747 0.000636476 6.06179e-05 0.000683388 -0.000746447 0.000636269 0.000603367 0.000408288 0.00160998 0.000794144
internal_weight=0 2978 151 2827 2773 209 2564 113 2440 2366 1170 124 1196
internal_count=3033 2978 151 2827 2773 209 2564 113 2440 2366 1170 124 1196
is_linear=0
shrinkage=0.00680503


Tree=1648
num_leaves=12
num_cat=0
split_feature=13 4 43 13 9 4 4 11 147 1212 4
split_gain=2.67816 2.38344 2.71513 1.79563 1.3959 1.34789 2.85873 1.02638 0.998386 0.952751 0.449108
threshold=-0.15325499999999995 -0.51323499999999989 -0.50775499999999985 0.23904000000000003 0.037245000000000007 0.41377500000000006 0.020110000000000006 0.090715000000000004 0.093085000000000015 0.12218000000000002 -0.064209999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 7 6 10 8 9 -4 -1
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 -12
leaf_value=-5.6457728804502274e-05 -0.0011188276084905838 0.0028426265480362141 0.00067294959407736851 -0.0004487823215520209 0.0020535530670575098 -0.0013854107074055789 0.0019357462622826363 0.001997848844121383 0.0018898478803065532 0.001833333637467781 -0.0012355282728747615
leaf_weight=52 56 53 2347 101 72 66 52 55 61 61 57
leaf_count=52 56 53 2347 101 72 66 52 55 61 61 57
internal_value=0 0.000750975 0.000789086 0.000748695 0.000795322 -0.000282982 0.000168338 0.000759391 0.000731763 0.000702385 -0.000673933
internal_weight=0 2806 2750 2697 2596 227 161 2524 2469 2408 109
internal_count=3033 2806 2750 2697 2596 227 161 2524 2469 2408 109
is_linear=0
shrinkage=0.00915867


Tree=1649
num_leaves=22
num_cat=0
split_feature=2 2 3 3 3 16 2 150 40 3 16 16 0 12 401 160 40 159 48 43 3
split_gain=209.676 95.8659 44.1786 31.6966 28.9784 21.0507 19.7706 16.7226 16.1989 10.5752 9.15632 8.46562 7.6373 4.92509 3.60025 3.27288 3.14841 2.64467 1.841 1.38831 1.17657
threshold=0.11891500000000001 -1.0000000180025095e-35 0.11391500000000002 0.28833000000000003 -0.079854999999999995 -0.090964999999999976 0.095850000000000005 0.083680000000000018 -0.0099849999999999991 -0.13827999999999999 -0.39761999999999992 0.41134500000000007 -0.12851999999999997 0.087665000000000007 0.080710000000000018 0.0065900000000000012 -0.080009999999999984 -0.085534999999999986 0.093225000000000016 -1.0000000180025095e-35 -0.10337499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 8 -1 -6 11 9 16 -8 -10 13 -11 14 17 -14 -2 -3 20 -12 -15
right_child=3 2 -4 -5 5 -7 7 -9 10 12 19 -13 15 18 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0029562865417895367 0.00044209392834775106 0.0039308710811563211 0.0016859963423712517 -1.9911551367770989e-05 -4.7354904091963113e-05 0.0017536302208784043 0.0037936462840265656 0.0016808784867784038 0.0012289229361808376 0.0020562559499080991 0.0021003657839366273 0.0026249000158133124 0.0028890838753714149 0.0036072204390724589 0.0040447610043942116 0.0034127232455423307 0.0012631557631880134 0.0034836021449062113 0.0029141873448689992 0.0025734618777580242 0.0033300355240261348
leaf_weight=60 52 84 98 85 61 88 88 55 60 53 72 71 278 99 87 88 52 644 55 68 735
leaf_count=60 52 84 98 85 61 88 88 55 60 53 72 71 278 99 87 88 52 644 55 68 735
internal_value=0 0.00310514 0.00323661 0.00125196 0.00157324 0.00101615 0.00330163 0.00291611 0.00160767 0.00305006 0.00200004 0.00342367 0.00289384 0.00345694 0.00358967 0.00301506 0.000852867 0.00353524 0.00333523 0.00233034 0.00336297
internal_weight=0 2644 2435 389 209 149 2337 562 304 507 200 1775 419 1704 815 366 104 728 889 140 834
internal_count=3033 2644 2435 389 209 149 2337 562 304 507 200 1775 419 1704 815 366 104 728 889 140 834
is_linear=0
shrinkage=0.00235659


Tree=1650
num_leaves=13
num_cat=0
split_feature=1429 96 1211 3 0 3 157 43 3 159 3 42
split_gain=2.80426 2.62851 2.18335 2.00288 3.55521 2.28499 2.28276 2.22772 1.63902 2.90135 1.50654 0.937211
threshold=0.082890000000000005 0.083810000000000009 1.0000000180025095e-35 -0.23394499999999999 0.10446500000000002 -0.15041499999999997 -0.14250499999999997 -0.095964999999999981 -0.087454999999999991 0.024100000000000003 -0.080854999999999996 0.090485000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -8 -2 10 -10 -4
right_child=8 -3 11 4 -6 6 7 -9 9 -11 -12 -13
leaf_value=0.0018851163268358874 0.00043875848492928366 -0.0012141054383008709 0.001119187050496183 -0.00064544182412352167 -0.0013169759099535834 -0.00080877390616527285 0.0013963472277583109 0.00060265887870247651 0.0019667617716909061 0.0036398631889822206 0.00017029415859335089 0.0024791715597771427
leaf_weight=83 73 55 98 100 71 73 294 1834 91 52 53 58
leaf_count=83 73 55 98 100 71 73 294 1834 91 52 53 58
internal_value=0 0.000615857 0.000654439 0.000592703 0.000547442 0.00060501 0.000661864 0.000712356 0.00152258 0.00192579 0.00130619 0.0016254
internal_weight=0 2666 2611 2455 2372 2301 2201 2128 269 196 144 156
internal_count=2935 2666 2611 2455 2372 2301 2201 2128 269 196 144 156
is_linear=0
shrinkage=0.0084612


Tree=1651
num_leaves=18
num_cat=0
split_feature=4 15 0 147 49 12 13 12 0 4 12 0 15 483 1 4 15
split_gain=2.90129 3.09762 3.96911 2.97036 2.31867 2.11347 2.02385 2.42758 2.29596 4.06376 2.14951 2.56179 1.78697 1.29748 1.3114 1.16853 2.54634
threshold=0.028075000000000006 -0.53241999999999989 0.0062000000000000006 0.089430000000000023 -0.092109999999999984 -0.097314999999999985 -0.16392499999999996 -0.090069999999999997 -0.11073999999999999 -0.019794999999999997 0.080020000000000022 -0.028049999999999995 0.090650000000000022 -0.14014999999999997 0.092485000000000026 0.055765000000000002 -0.042209999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 -1 -3 -6 -8 9 -9 11 -10 15 -12 -15 -7 -17
right_child=1 2 -4 -5 6 12 7 8 10 -11 13 -13 -14 14 -16 16 -18
leaf_value=0.0022234993647363512 0.0022375833369907101 0.002037640085533574 -0.0024052779114976178 -0.0019218981279388624 -0.0007601710854691512 -0.00076023369564815401 -0.0010220966950108237 0.0013385401030943135 0.0032440646626634793 -0.0017410244242231068 0.0020726484223675084 0.00097642124594828409 -0.0014306337042252328 0.0006668577710908229 0.001407118003755964 0.00026786432585502453 0.0024314003678513659
leaf_weight=92 55 57 54 52 73 68 60 69 71 75 68 102 52 1324 237 374 52
leaf_count=92 55 57 54 52 73 68 60 69 71 75 68 102 52 1324 237 374 52
internal_value=0 0.000143739 -1.85515e-05 0.000178068 0.000800133 0.000359321 0.0007371 0.000791635 0.000847607 -0.000264721 0.000936549 0.00190764 0.000183933 0.000833359 0.000779311 0.000354085 0.000532187
internal_weight=0 764 709 655 2171 603 2079 2006 1946 144 1802 173 546 1629 1561 494 426
internal_count=2935 764 709 655 2171 603 2079 2006 1946 144 1802 173 546 1629 1561 494 426
is_linear=0
shrinkage=0.00915867


Tree=1652
num_leaves=23
num_cat=0
split_feature=1 148 1 41 51 159 0 2 160 1 0 0 2 1455 51 158 49 0 0 43 2 1213
split_gain=2.20096 2.94062 2.71964 4.04946 2.51455 2.93404 1.96612 1.91367 1.91351 2.11319 3.18851 2.5302 7.41573 1.54166 1.18043 1.54682 1.41016 1.26971 1.07502 1.07251 0.898938 0.823967
threshold=0.085780000000000009 -0.079234999999999986 0.079805000000000015 1.0000000180025095e-35 0.104925 0.0043550000000000004 -0.032274999999999991 0.092385000000000009 0.08431000000000001 0.12200500000000002 -0.040094999999999992 -0.12851999999999997 0.10745500000000001 0.093155000000000002 -0.082424999999999984 0.10394000000000002 0.11707000000000002 -0.11262999999999999 -0.076589999999999978 -0.089694999999999983 0.087765000000000024 0.104315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 13 5 8 7 -7 9 11 -11 12 -3 14 16 17 20 -16 -6 -13 -1 -19
right_child=1 4 -4 -5 18 6 -8 -9 -10 10 -12 19 -14 -15 15 -17 -18 21 -20 -21 -22 -23
leaf_value=0.0010116278841413179 -0.0015316466190078936 -0.0034414526921427713 0.0021873231383085713 -0.0017674966741300681 0.0025778191989379033 0.0016643085003576227 0.0024036456136050238 -0.00038312282014281939 -0.0012576439695347354 0.00013022278597304702 -0.0026355914798883479 0.0018107155526362508 0.0011673300380966639 -0.00056543488005995814 0.0019849685911661002 -0.00077459599068688484 0.0001507576607528196 0.00076546919939480217 0.00084038749019187153 0.0004862020586272416 0.002439831392107831 -0.00019967513287037032
leaf_weight=61 74 52 103 56 53 71 71 83 95 99 54 58 67 72 68 57 53 996 69 448 95 80
leaf_count=61 74 52 103 56 53 71 71 83 95 99 54 58 67 72 68 57 53 996 69 448 95 80
internal_value=0 0.000240865 0.000746157 0.000649578 0.000348459 0.000209757 0.00114234 0.000560188 -3.04868e-05 0.000119233 -0.000845308 0.000355509 -0.00084577 0.000740978 0.000807758 0.000697054 0.00144344 0.000770464 0.00159597 0.000638217 0.00188199 0.00069362
internal_weight=0 1294 1641 1538 1220 1098 225 154 873 778 153 625 119 1482 1410 1201 209 1144 122 506 156 1076
internal_count=2935 1294 1641 1538 1220 1098 225 154 873 778 153 625 119 1482 1410 1201 209 1144 122 506 156 1076
is_linear=0
shrinkage=0.00915867


Tree=1653
num_leaves=21
num_cat=0
split_feature=1 3 4 12 4 1 39 11 1 15 12 3 3 0 1 13 4 0 4 0
split_gain=161.682 31.4999 14.6096 13.7996 12.3027 11.5403 10.4525 9.01395 5.65463 5.18541 4.88919 8.25746 9.43784 4.24568 9.8385 4.12495 3.74936 9.06578 1.75592 2.02563
threshold=0.10471000000000001 -0.049204999999999992 0.24099500000000004 0.11819000000000002 0.41165000000000002 0.15099500000000002 0.055555000000000007 1.0000000180025095e-35 0.086215000000000014 0.037885000000000009 -0.096659999999999982 0.28833000000000003 0.090170000000000014 -0.10934999999999999 0.083670000000000008 -0.0093249999999999982 -0.50231999999999988 -0.061204999999999989 -0.040394999999999993 -0.06612999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 18 10 7 13 -8 -9 -3 12 15 14 -1 -12 -15 -18 -2 -20
right_child=1 5 -4 -5 -6 -7 8 9 -10 -11 11 -13 -14 16 -16 -17 17 -19 19 -21
leaf_value=0.0039014806180569482 0.0035051969837504578 0.0024612883354493756 0.0024722370671541993 0.0023994296609342468 0.001783224301244369 0.00042656764286194378 0.0033748359208126207 0.0038124566071297836 0.0021703250615505397 0.0048891919339587118 0.0017250071921777056 0.00067608947932964146 0.0024392387074873667 0.0042250329252136037 0.0024146227298356285 0.00084178415196962649 0.0036158741417685459 0.0028423345991969271 0.0032683737620407588 0.0025878893893809701
leaf_weight=55 55 54 94 72 64 52 52 70 54 54 100 53 98 61 67 56 1594 110 62 58
leaf_count=55 55 54 94 72 64 52 52 70 54 54 100 53 98 61 67 56 1594 110 62 58
internal_value=0 0.00200845 0.00347764 0.0035208 0.00276039 0.00157324 0.00355893 0.00360095 0.00276148 0.00428158 0.00173834 0.00161108 0.00180607 0.00355621 0.00308516 0.00140813 0.00358875 0.00356596 0.00311759 0.0029397
internal_weight=0 652 2283 2189 239 413 2117 2011 106 124 361 307 254 1887 122 156 1765 1704 175 120
internal_count=2935 652 2283 2189 239 413 2117 2011 106 124 361 307 254 1887 122 156 1765 1704 175 120
is_linear=0
shrinkage=0.00260187


Tree=1654
num_leaves=24
num_cat=0
split_feature=2 2 2 12 16 12 2 16 16 16 43 13 16 47 3 151 3 12 16 130 16 16 3
split_gain=196.091 106.215 43.1997 33.0236 24.545 25.156 18.4302 18.2228 9.06622 8.90893 5.51032 5.71576 4.71197 4.85212 4.71625 6.78413 3.98491 2.98099 3.26026 1.62929 1.26217 1.42176 2.03015
threshold=0.12068000000000001 -1.0000000180025095e-35 0.099845000000000003 0.08622500000000001 -0.059289999999999995 -0.012249999999999999 0.16993500000000003 0.0054050000000000009 -0.096149999999999985 0.12992000000000004 -0.0068849999999999996 -0.055229999999999994 0.25032500000000008 0.084155000000000021 -0.15415499999999996 0.053170000000000002 -0.23098999999999997 0.090335000000000013 -0.0030649999999999996 -0.0060099999999999989 -0.091624999999999984 0.0060400000000000011 -0.079574999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 12 7 -1 -6 9 8 -4 10 -2 -12 14 -14 -3 17 -5 18 -16 -19 -18 -22 -23
right_child=6 2 3 16 5 -7 -8 -9 -10 -11 11 -13 13 -15 15 -17 20 19 -20 -21 21 22 -24
leaf_value=0.0014323878292472126 0.0014874819941662369 0.0054520803090378472 0.0030338874865465139 0.004994513984655613 0.0020189087928866711 0.0046097245280189054 0.00083270421869222164 0.0042504039252110109 0.0017305024592458372 0.0032411476567187898 0.0018482957836955954 0.0030318612705274306 0.0046608702662331311 0.0037653409920856968 0.0046892733324295829 0.0037246839404249396 0.0038234722741390345 0.0049516518014811684 0.0051354045509155056 0.0044609982130044967 0.0045839374244302901 0.0044582670893266391 0.0037030981007067465
leaf_weight=99 71 53 86 52 56 54 72 55 72 66 60 60 85 94 874 59 61 56 141 533 70 53 53
leaf_count=99 71 53 86 52 56 54 72 55 72 66 60 60 85 94 874 59 61 56 141 533 70 53 53
internal_value=0 0.00426183 0.00442321 0.00371685 0.00241076 0.00329103 0.00204379 0.0029077 0.00244012 0.00238297 0.00208627 0.00244032 0.00461032 0.00419075 0.00465407 0.00462862 0.00431311 0.00466185 0.00475128 0.0045077 0.00416349 0.00428117 0.00408096
internal_weight=0 2606 2397 502 209 110 329 213 158 257 191 120 1895 179 1716 1663 289 1604 1015 589 237 176 106
internal_count=2935 2606 2397 502 209 110 329 213 158 257 191 120 1895 179 1716 1663 289 1604 1015 589 237 176 106
is_linear=0
shrinkage=0.00270699


Tree=1655
num_leaves=15
num_cat=0
split_feature=45 10 10 1 4 16 43 4 4 457 4 43 16 475
split_gain=4.4611 4.80281 3.40884 3.0978 2.98562 2.56887 2.89502 2.7736 2.64044 2.45616 3.09053 2.24588 2.09021 1.55242
threshold=0.08179500000000002 -0.00189 0.057650000000000007 0.14228000000000005 0.00023500000000000005 -0.012119999999999997 -0.12118 -0.49269499999999994 -0.069389999999999993 0.086350000000000024 0.31392000000000003 -0.086179999999999993 -0.38959499999999997 -0.010719999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 9 8 13 -7 10 12 -9 -3 -8
right_child=-2 2 -4 -5 -6 6 7 11 -10 -11 -12 -13 -14 -15
leaf_value=0.00025892512940450265 0.0036887496555160159 0.0023366540454329014 -0.0012567340027439102 0.0032290971284693777 -0.002604407032937238 -0.0027601830147333094 0.00096881640661578483 0.0014247239258651377 0.00025848710105941253 0.0026881732264127404 -0.00091648449761675787 4.4722044691870982e-05 0.00091300440385414774 0.0033630188880123283
leaf_weight=80 52 120 88 55 75 57 65 158 67 88 92 610 1295 52
leaf_count=80 52 120 88 55 75 57 65 158 67 88 92 610 1295 52
internal_value=0 0.000640299 0.000739995 0.000806118 -0.00112585 0.000754899 0.000347429 0.000554313 -0.00112824 0.0010126 0.00091468 0.000328772 0.00103382 0.00203385
internal_weight=0 2902 2747 2659 155 2604 1009 885 124 1595 1507 768 1415 117
internal_count=2954 2902 2747 2659 155 2604 1009 885 124 1595 1507 768 1415 117
is_linear=0
shrinkage=0.0103142


Tree=1656
num_leaves=16
num_cat=0
split_feature=4 2 376 3 14 14 16 2 15 15 3 3 2 43 3
split_gain=207.42 58.1489 23.297 16.8381 9.50409 8.94632 16.167 7.59771 6.33168 6.95857 8.66443 3.41155 3.1829 2.448 1.86261
threshold=0.31392000000000003 0.12068000000000001 0.076485000000000011 0.11391500000000002 0.073890000000000011 -0.45687499999999998 -0.49353499999999995 0.14290000000000003 0.039965000000000007 -0.17840999999999999 -0.09738999999999999 -0.097199999999999995 0.11523000000000001 0.041625000000000002 0.0025650000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -2 12 -3 9 -1 -11 -10 -7 -13 -8
right_child=5 7 -4 -5 -6 6 14 -9 11 10 -12 13 -14 -15 -16
leaf_value=0.0046581234656074165 0.0023904454206836179 0.002727418574839493 0.0023870894537131922 0.0024695143752277624 0.0047875352079303412 0.0021451294121938745 0.00072521719418023982 0.0016007489720613543 0.0045615102439049227 0.003142686006546372 0.0037947437453142181 0.0040601941531717665 0.0013489540236875049 0.0036995880378677412 1.838570620546805e-05
leaf_weight=60 53 99 84 64 90 74 55 85 87 185 990 706 80 183 59
leaf_count=60 53 99 84 64 90 74 55 85 87 185 990 706 80 183 59
internal_value=0 0.00370447 0.00381696 0.00386773 0.00390661 0.00135339 0.00114819 0.00220711 0.00387074 0.00373906 0.0036921 0.00403733 0.00173172 0.003986 0.000359659
internal_weight=0 2633 2449 2365 2301 321 268 184 2211 1235 1175 976 154 889 114
internal_count=2954 2633 2449 2365 2301 321 268 184 2211 1235 1175 976 154 889 114
is_linear=0
shrinkage=0.00276112


Tree=1657
num_leaves=19
num_cat=0
split_feature=4 2 123 3 3 2 2 123 447 12 1452 12 160 3 13 3 3 3
split_gain=169.813 40.1478 25.789 11.9371 8.59695 6.50089 5.75762 4.83671 4.2866 4.49388 5.61241 3.99478 2.95523 5.03549 4.16137 1.87414 1.6537 2.12717
threshold=0.31392000000000003 0.12068000000000001 1.0000000180025095e-35 0.11391500000000002 0.31395500000000004 0.14744000000000002 0.087495000000000003 0.090270000000000017 0.084420000000000009 0.091290000000000024 0.08790000000000002 -1.0000000180025095e-35 -0.060659999999999992 -0.10859999999999999 -0.052124999999999998 -0.049204999999999992 0.040040000000000006 -0.13827999999999999
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 7 15 -4 16 9 10 11 -1 14 -14 -11 -3 17 -2
right_child=4 5 6 -5 -6 -7 -8 -9 -10 12 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=0.002669286728608217 0.001528403476968177 0.0025196311783478044 0.0012225381553990547 0.0019896057583712805 0.00016855321271565119 0.0012295429130721339 0.0023654926968174122 0.00056989583203036231 0.0024025648863922086 0.0030313735245885609 0.003997096134359202 0.0032028161910320281 0.0035426023448856966 0.0029416916143070919 0.0022467160285183302 0.0018604963197897939 0.0017144212338230831 0.00089604144073877055
leaf_weight=95 70 54 52 63 63 75 59 59 55 92 53 1265 105 531 79 55 65 64
leaf_count=95 70 54 52 63 63 75 59 59 55 92 53 1265 105 531 79 55 65 64
internal_value=0 0.00292402 0.00300868 0.00306462 0.000997264 0.00179705 0.0018303 0.00119952 0.00309438 0.0031115 0.00319678 0.00316557 0.00296217 0.00304094 0.00266903 0.00218729 0.00138606 0.00122658
internal_weight=0 2633 2449 2338 321 184 111 258 2275 2220 1413 1360 807 636 171 109 199 134
internal_count=2954 2633 2449 2338 321 184 111 258 2275 2220 1413 1360 807 636 171 109 199 134
is_linear=0
shrinkage=0.00250084


Tree=1658
num_leaves=19
num_cat=0
split_feature=4 44 14 2 10 16 1446 133 52 16 40 42 16 16 50 16 2 50
split_gain=4.56131 2.8501 2.6712 2.47296 2.27782 2.21687 2.16995 2.16232 2.74815 8.21652 1.8539 1.80058 1.5169 1.37159 1.54391 1.02969 0.984853 0.911414
threshold=0.31392000000000003 1.0000000180025095e-35 -0.45687499999999998 -0.0098549999999999974 -1.0000000180025095e-35 -0.012119999999999997 0.083735000000000018 0.11192500000000001 -1.0000000180025095e-35 0.035560000000000008 -1.0000000180025095e-35 0.11195000000000001 0.41326000000000002 -0.016079999999999994 0.11875500000000001 -0.38959499999999997 0.11504500000000002 0.089030000000000012
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 -4 11 7 8 12 -10 -6 13 -7 14 15 -5 -12 -13
right_child=2 -3 4 5 10 6 -8 -9 9 -11 16 17 -14 -15 -16 -17 -18 -19
leaf_value=-0.00052344706243797397 0.001824439777824885 0.0033415562444340857 -0.0024306694891983714 0.002297687224571885 0.0011855226802737332 0.00067823998515326265 -0.00086153888413766024 0.0025188699584453543 -0.0036565867041352413 0.0012532646424272406 0.0001164671067354167 0.00087964939163543397 0.0017438606577025442 0.0028110646475410814 7.5515031779604513e-05 0.0013381976494312704 -0.0015249781994543371 -0.00067936874272024096
leaf_weight=101 53 52 54 123 69 511 81 69 53 91 65 98 177 66 88 1064 80 59
leaf_count=101 53 52 54 123 69 511 81 69 53 91 65 98 177 66 88 1064 80 59
internal_value=0 0.0010428 -0.000208648 0.000996444 -0.000611109 0.00105839 0.000692072 0.00083186 0.000691824 -0.000553099 -0.000151473 0.00129845 0.000952543 0.00141607 0.00134378 0.00143771 -0.000788428 0.000293102
internal_weight=0 2633 321 2581 268 2480 982 901 832 144 214 1498 688 1341 1275 1187 145 157
internal_count=2954 2633 321 2581 268 2480 982 901 832 144 214 1498 688 1341 1275 1187 145 157
is_linear=0
shrinkage=0.00991364


Tree=1659
num_leaves=31
num_cat=0
split_feature=4 2 12 0 49 4 0 10 2 10 12 4 12 2 0 2 42 4 4 4 4 4 483 12 0 4 12 0 51 2
split_gain=345.776 92.1566 45.2198 17.7647 13.8411 12.6341 9.78739 9.42609 9.39606 8.93351 7.32598 10.0655 7.12292 5.21032 4.90889 4.87839 4.64966 4.69478 4.42416 4.59978 2.89651 2.83795 2.66517 2.55785 1.94629 1.806 1.21559 1.19493 1.13724 0.856435
threshold=0.31392000000000003 0.12068000000000001 -1.0000000180025095e-35 -0.071879999999999986 -1.0000000180025095e-35 -0.071344999999999992 -0.084154999999999994 -1.0000000180025095e-35 0.094765000000000016 0.057650000000000007 0.056995000000000011 0.0019650000000000002 0.093910000000000007 0.11693000000000002 -0.076004999999999975 0.099845000000000003 0.084145000000000011 -0.082619999999999985 -0.49269499999999994 -0.111135 0.51292000000000015 -0.14088999999999999 -0.076904999999999987 0.085425000000000015 -0.077364999999999975 -0.014854999999999998 0.084235000000000018 -0.062109999999999992 -0.41109999999999997 0.083595000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 21 -2 -1 13 11 -7 -6 -9 15 22 18 -18 23 -20 -15 -4 -12 -8 -19 27 -23 -16 -27 -28
right_child=7 4 5 -5 12 10 16 9 -10 -11 14 -13 -14 20 25 -17 17 24 19 -21 -22 26 -24 -25 -26 28 29 -29 -30 -31
leaf_value=0.0037403592034533769 -0.00028760795627319821 0.00078102408001149597 0.0048820363668005181 0.0014196355681532226 0.0016506844240858302 0.0021930218115750158 0.0047740984723798037 0.0017629314019822447 0.0023882618917169633 -8.4705498770129927e-06 0.0043008436276197048 0.0036961598692083317 0.0029315996290537735 0.001143236358782727 0.003733253865716863 0.0031537195290513484 0.0027973355858123146 0.0039533952301388743 0.0031374191580462894 0.0039357519119310614 0.00037071192189098577 0.0038869627001422743 0.0037569974603837031 0.0039738109061877077 0.003423856691923151 0.0033504120323385915 0.0040234117313674199 0.0032405916084705922 0.0028315246014643885 0.0043941421635317786
leaf_weight=66 59 66 52 70 61 59 58 61 74 61 68 62 57 87 81 87 52 93 60 273 53 61 668 52 98 57 58 59 60 181
leaf_count=66 59 66 52 70 61 59 58 61 74 61 68 62 57 87 81 87 52 93 60 273 53 61 668 52 98 57 58 59 60 181
internal_value=0 0.003512 0.00364543 0.0024906 0.00173585 0.00375373 0.00396421 0.000651597 0.00302588 0.000863203 0.0035718 0.00296345 0.00226967 0.00112788 0.00363993 0.00373823 0.00378291 0.00349268 0.00394204 0.00379199 0.000850979 0.00431748 0.00380728 0.00439603 0.00368184 0.00332505 0.00421953 0.00352583 0.00308455 0.00430429
internal_weight=0 2633 2449 210 184 2239 1038 321 140 262 1201 121 118 201 1080 823 686 243 443 333 140 352 736 110 191 257 300 140 117 239
internal_count=2954 2633 2449 210 184 2239 1038 321 140 262 1201 121 118 201 1080 823 686 243 443 333 140 352 736 110 191 257 300 140 117 239
is_linear=0
shrinkage=0.00260187


Tree=1660
num_leaves=17
num_cat=0
split_feature=1 10 0 39 1 150 14 41 0 133 157 51 1 0 1 52
split_gain=4.09584 2.30282 1.98417 2.68971 2.65474 1.94951 2.08894 1.78063 1.78315 3.65012 2.3565 1.94154 1.77865 1.7035 0.933441 0.676806
threshold=0.11869500000000001 -0.083839999999999984 -0.018054999999999998 0.10262 0.13991000000000003 0.089810000000000015 0.073890000000000011 0.083270000000000011 -0.051394999999999989 0.035950000000000003 -0.052249999999999991 0.116525 0.08864000000000001 -0.062109999999999992 0.12895500000000001 -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 4 14 6 7 8 11 10 -10 13 -7 -3 -2 -14
right_child=2 5 -4 -5 -6 12 -8 -9 9 -11 -12 -13 15 -15 -16 -17
leaf_value=0.0033265622323915382 0.00016295190148910178 0.0012916492840768067 0.0015481135061170073 -0.0021554855416594161 -0.0015667313878808737 0.0012409695855070441 0.0027883565430286907 -0.00048954328784335142 0.0029808869732313257 0.0038252443954084345 0.00070088863669770605 -0.00029025891773631842 0.00017788538859283656 -0.00050993569752351116 0.0017135759614841058 -0.0014200140589716772
leaf_weight=52 78 1821 74 59 58 98 89 57 62 79 159 85 52 53 75 52
leaf_count=52 78 1821 74 59 58 98 89 57 62 79 159 85 52 53 75 52
internal_value=0 0.00125966 0.000109723 -0.00028411 0.000238664 0.00121839 0.00129697 0.00123961 0.00128329 0.00199554 0.00134101 0.00117416 0.000282299 0.00124064 0.000923753 -0.000620047
internal_weight=0 2659 344 270 211 2607 2405 2316 2259 300 221 1959 202 1874 153 104
internal_count=3003 2659 344 270 211 2607 2405 2316 2259 300 221 1959 202 1874 153 104
is_linear=0
shrinkage=0.00991364


Tree=1661
num_leaves=13
num_cat=0
split_feature=123 9 1453 9 4 42 12 42 9 3 15 52
split_gain=4.05552 3.60936 2.39172 2.19004 1.91086 2.46328 3.76284 3.34745 1.81613 2.46046 1.57652 1.28865
threshold=0.10678000000000001 0.093040000000000012 -0.077819999999999986 0.084755000000000011 -0.081204999999999986 0.088060000000000013 0.086365000000000011 0.084685000000000024 -0.079919999999999977 0.31351000000000001 0.091435000000000002 -0.53299999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 10 -6 11 -4 -10
right_child=-2 -3 3 -5 8 6 -8 -9 9 -11 -12 -13
leaf_value=0.0019956950983153641 -0.001355437659727027 -0.0012371815081126745 0.0011629300550049875 0.0023024407529746004 0.0020192390258307914 0.003321645419497548 0.00069142111144840108 -0.0010009539061706593 0.0014807023018207233 -0.00098683428677002441 -0.00019004321291244146 0.00056875299554964343
leaf_weight=95 54 52 513 53 52 65 63 52 96 58 56 1794
leaf_count=95 54 52 513 53 52 65 63 52 96 58 56 1794
internal_value=0 0.000763359 0.000799296 0.000758703 0.000728911 0.00105922 0.00202772 0.000859465 0.000605168 0.000567379 0.00102963 0.000615118
internal_weight=0 2949 2897 2802 2749 749 128 621 2000 1948 569 1890
internal_count=3003 2949 2897 2802 2749 749 128 621 2000 1948 569 1890
is_linear=0
shrinkage=0.00766357


Tree=1662
num_leaves=25
num_cat=0
split_feature=1 52 1 150 14 124 16 52 16 52 15 15 15 52 1 484 52 1429 15 15 43 157 1211 43
split_gain=224.428 46.6709 27.1797 20.9092 19.6509 20.0967 6.52822 11.7547 9.27399 6.18758 5.63467 5.02271 4.36002 4.21032 4.26598 2.95601 2.91089 2.79709 1.63558 1.33514 1.07426 1.01971 0.860419 0.602412
threshold=0.10398500000000001 -0.41694999999999993 0.12381000000000002 0.085845000000000019 0.064610000000000015 -0.080429999999999988 -0.39761999999999992 -0.054584999999999995 -0.49353499999999995 -0.06860999999999999 1.0000000180025095e-35 -0.21242999999999998 0.11447500000000001 -0.53299999999999992 0.095520000000000008 0.056385000000000005 -0.27957499999999996 -1.0000000180025095e-35 -0.070009999999999975 0.087450000000000014 0.065040000000000014 -0.0066899999999999989 0.077725000000000016 -0.06512999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 9 5 -1 8 -8 -4 -3 13 -11 15 21 16 19 -15 -18 -13 22 -21 -7 -12 -14
right_child=1 2 6 -5 -6 10 7 -9 -10 11 12 18 23 14 -16 -17 17 -19 -20 20 -22 -23 -24 -25
leaf_value=0.002334944932033903 0.0039969182732402502 0.0019552029412113125 0.0013874506173390734 0.0010843585099267203 0.0048345021663466093 0.0042175509917911861 0.00081478020232855753 0.0022631139204887922 -6.5296103554772524e-05 0.0023002860591960672 0.0040123006989880748 0.0035361786692266087 0.0035149080762251032 0.0030965833236205353 0.0028658553321908873 0.0044508004145693671 0.0041364587716416525 0.0035267269384003513 0.0028844697211730013 0.0037947247062819519 0.0034879416244367237 0.0037192005146980713 0.0036397515256587219 0.003162906858350471
leaf_weight=82 67 72 58 83 91 64 86 68 61 66 268 54 79 101 74 54 55 801 52 403 99 52 52 61
leaf_count=82 67 72 58 83 91 64 86 68 61 66 268 54 79 101 74 54 55 801 52 403 99 52 52 61
internal_value=0 0.001937 0.00170693 0.002213 0.00364831 0.00360022 0.00110066 0.00145448 0.000642532 0.00259682 0.00364817 0.00286524 0.00378963 0.00352284 0.00346976 0.00385799 0.00351643 0.00356594 0.00321673 0.00381901 0.00373428 0.00399439 0.00395185 0.00336173
internal_weight=0 667 600 327 2336 2245 273 154 119 244 2163 172 1016 1147 1031 876 957 856 106 822 502 116 320 140
internal_count=3003 667 600 327 2336 2245 273 154 119 244 2163 172 1016 1147 1031 876 957 856 106 822 502 116 320 140
is_linear=0
shrinkage=0.00260187


Tree=1663
num_leaves=31
num_cat=0
split_feature=2 124 52 43 43 4 12 3 0 3 3 43 12 12 474 4 42 4 2 0 43 3 2 4 156 474 2 43 43 43
split_gain=2.8507 3.36805 1.99878 1.90014 2.16337 1.7473 2.52765 3.09945 2.04143 2.80471 1.70006 1.52211 2.91683 1.77694 1.35779 1.1632 1.08756 1.38033 1.08672 2.27669 2.90554 2.05192 1.26713 1.60486 1.52872 1.34892 0.992129 0.990502 0.838541 0.499409
threshold=0.10859000000000001 -0.082024999999999987 0.12484500000000003 0.097510000000000027 -0.095674999999999982 -0.081204999999999986 0.086155000000000023 -0.097199999999999995 -0.029849999999999998 -0.082354999999999984 0.11391500000000002 -0.11760499999999999 0.093625000000000014 0.09091500000000001 0.023345000000000001 -0.079614999999999977 0.093705000000000024 0.032770000000000001 0.08647500000000001 -0.10339499999999999 -0.083134999999999987 -0.084899999999999989 0.088065000000000018 0.046185000000000004 0.083125000000000018 0.083795000000000022 0.094215000000000007 -0.008179999999999998 -0.010264999999999998 -0.092609999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 7 -1 9 28 15 12 -8 27 16 -7 17 -6 19 -17 29 -22 25 24 -24 -20 -25 -13 -9 -21
right_child=1 2 -4 -5 14 10 11 8 -10 -11 -12 13 -14 -15 -16 18 -18 -19 22 20 21 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=0.004162935874558623 -0.0019898314714638901 0.0016560003985085251 0.0019956764843246291 0.001994800435805113 -0.0017544197365982621 -0.00011371084966555073 -0.0015466582804657535 0.0021462685973436578 0.00037726185994868479 0.0040901470591631506 -0.00076586601250898314 0.0014198784442472543 0.0015375214218756573 0.0024010281462298519 0.0011615385157559145 0.0027615322549650002 0.00050796361518093132 -0.00015729759120247376 -0.00075116036935176528 0.0030249654310659717 -0.00097193714991539637 0.00097838182986161276 0.0010349388809399106 -0.00087914352003991075 0.0025595496172103791 0.0011700814313330642 0.00069913562107215869 -7.1830113313975683e-05 0.00052265544509802096 0.0018619641067508465
leaf_weight=59 53 70 80 57 91 86 56 70 78 55 54 97 60 101 56 91 75 117 90 55 58 417 459 58 72 56 107 74 53 98
leaf_count=59 53 70 80 57 91 86 56 70 78 55 54 97 60 101 56 91 75 117 90 55 58 417 459 58 72 56 107 74 53 98
internal_value=0 0.000348928 0.000576141 0.000332221 0.000100263 0.00109859 0.00150642 0.0021535 0.00168998 0.00226464 0.000929977 0.000980812 4.77126e-05 0.00137837 -0.000220675 0.000985642 -0.000494554 -0.000856537 0.00104627 0.00132401 0.00111554 0.000740019 0.000808985 0.000981675 0.00124186 -1.3535e-05 0.000143718 0.000773737 0.00144751 0.00228071
internal_weight=0 599 546 466 409 2404 703 315 256 178 1701 388 116 272 339 1647 283 208 1561 719 628 475 842 696 531 146 165 171 123 153
internal_count=3003 599 546 466 409 2404 703 315 256 178 1701 388 116 272 339 1647 283 208 1561 719 628 475 842 696 531 146 165 171 123 153
is_linear=0
shrinkage=0.00971926


Tree=1664
num_leaves=21
num_cat=0
split_feature=4 3 39 3 39 3 10 0 0 4 0 4 52 4 4 4 12 12 0 13
split_gain=178.785 59.1274 37.8608 12.8759 12.8581 9.84919 8.60156 6.20879 6.04252 5.69159 5.86632 12.0472 5.09925 4.71374 9.48276 5.44832 5.40177 4.66269 4.11749 1.93666
threshold=0.31392000000000003 0.28833000000000003 0.0047850000000000011 0.11391500000000002 0.087880000000000014 0.31395500000000004 -1.0000000180025095e-35 -0.076384999999999995 -0.105195 -0.082274999999999987 -0.10726999999999999 0.016670000000000001 -0.08403999999999999 -0.47860499999999995 -0.14088999999999999 -0.012164999999999999 0.093185000000000004 0.082595000000000016 -0.099244999999999986 -0.08176499999999999
decision_type=2 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 -4 9 -2 18 11 -11 -8 16 -15 -16 -9 -12 -1 -20
right_child=4 -3 6 -5 -6 -7 12 13 -10 10 17 -13 -14 14 15 -17 -18 -19 19 -21
leaf_value=0.0040640377422745183 0.0020899991680942052 0.00051883676588586932 0.0011241144259283775 0.0019810955700021175 0.00022077847287684489 0.00039018667483555456 0.002923541301285611 0.0037561193630425843 0.0011374931502052561 0.0020753462010565317 0.0038914091931335341 0.0032407712871658739 0.0019578209983491324 0.0019043498174761897 0.0031209066482018465 0.0025357648853095082 0.0027297392404893035 0.0031657692966688077 0.0037885665889836164 0.0032758014320232107
leaf_weight=62 83 61 54 63 98 55 52 80 84 94 59 136 101 63 322 145 54 998 56 283
leaf_count=62 83 61 54 63 98 55 52 80 84 94 59 136 101 63 322 145 54 998 56 283
internal_value=0 0.00295337 0.00300999 0.00309799 0.000975613 0.00130871 0.00198319 0.0031279 0.00161105 0.00320865 0.00312738 0.00276458 0.00228621 0.00292258 0.00281631 0.00293928 0.0033427 0.0032063 0.00346941 0.00336058
internal_weight=0 2683 2622 2415 320 222 207 2352 167 1688 1287 230 153 664 530 467 134 1057 401 339
internal_count=3003 2683 2622 2415 320 222 207 2352 167 1688 1287 230 153 664 530 467 134 1057 401 339
is_linear=0
shrinkage=0.00250084


Tree=1665
num_leaves=26
num_cat=0
split_feature=4 12 150 12 0 4 0 0 0 4 4 0 0 12 16 16 0 16 4 0 16 1211 16 43 16
split_gain=116.346 41.3042 20.3135 13.3555 9.22696 21.7645 9.03045 9.02495 7.83294 6.59231 5.34833 4.98183 4.24895 3.98073 3.37165 2.67674 2.60557 2.44173 2.21679 2.02596 1.40456 1.26173 0.923629 0.826592 0.362198
threshold=0.31392000000000003 0.056995000000000011 0.090965000000000004 0.11819000000000002 -0.077614999999999976 -0.17568999999999999 -0.10298499999999998 -0.105195 -0.14680499999999999 0.053330000000000009 -0.018664999999999998 -0.036459999999999992 -0.14920999999999998 0.087065000000000017 0.16703000000000004 -0.094174999999999995 -0.080584999999999976 0.0054050000000000009 0.41823000000000005 0.040570000000000002 -0.49057499999999993 0.10022500000000002 -0.42607499999999993 -0.082024999999999987 -0.10064999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 6 14 12 18 -3 13 -5 22 -1 15 -6 -10 -17 21 -2 -19 -11 -15 -9 -22 -25
right_child=7 3 -4 10 5 -7 -8 11 9 20 -12 -13 -14 17 -16 16 -18 19 -20 -21 23 -23 -24 24 -26
leaf_value=0.002986964045165315 0.0014558295167021553 0.0041256104734204773 0.0011572412560199943 0.0016769378209360441 0.0024232180539670747 0.0012800800083133854 0.0037553662721616339 0.00039023262387194999 0.0028361270667656194 0.0030961956712945216 0.0027966299774060139 0.0014857775221342455 0.0022279575378480188 0.0032291705496821127 0.0032932043661250045 0.0033811246616499073 0.0039686981440697983 0.0028148845103614373 0.0021233524797250225 0.0033010539870206575 0.0023486066215175619 0.0028645082668793684 0.00085552520672401138 0.0028948436062004616 0.002594307673842452
leaf_weight=98 56 56 80 52 53 99 59 53 52 54 60 75 95 731 65 438 56 238 78 74 52 69 59 55 56
leaf_count=98 56 56 80 52 53 99 59 53 52 54 60 75 95 731 65 438 56 238 78 74 52 69 59 55 56
internal_value=0 0.00296728 0.00234591 0.00313424 0.00254861 0.00216254 0.00288095 0.00133909 0.00318395 0.00315581 0.00227702 0.000976717 0.0026135 0.00321063 0.00290268 0.00338958 0.00344779 0.00312273 0.00184459 0.00293028 0.00273687 0.00319775 0.000635585 0.00261767 0.00274347
internal_weight=0 2592 549 2043 469 217 252 321 1931 1875 112 187 193 1658 118 546 494 1112 134 312 217 800 112 163 111
internal_count=2913 2592 549 2043 469 217 252 321 1931 1875 112 187 193 1658 118 546 494 1112 134 312 217 800 112 163 111
is_linear=0
shrinkage=0.00255085


Tree=1666
num_leaves=29
num_cat=0
split_feature=1 52 2 12 1 15 2 1 3 0 1 14 1 0 12 0 52 2 43 1 3 52 43 13 43 43 0 42
split_gain=309.989 59.7012 28.1374 24.0295 22.8259 17.1601 15.8405 12.0088 9.36625 8.34008 7.7505 5.16899 6.15246 11.9142 6.90945 4.19701 4.08847 4.01924 3.67083 3.07093 2.43063 2.21476 2.13016 1.81811 1.45857 1.0606 0.882505 0.343955
threshold=0.10442000000000001 -0.40891499999999997 0.14132000000000003 0.088325000000000015 0.095920000000000019 -1.0000000180025095e-35 0.10121500000000001 0.11584000000000001 0.090170000000000014 -0.037444999999999992 0.13130500000000003 0.073890000000000011 0.085720000000000005 -0.096444999999999989 0.091545000000000015 -0.071299999999999988 -0.067494999999999986 0.17990500000000001 -0.081314999999999985 1.0000000180025095e-35 -0.068279999999999993 0.089455000000000021 -0.066289999999999988 -1.0000000180025095e-35 0.0052850000000000006 -0.10945499999999998 -0.064734999999999987 0.086435000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 8 6 -6 11 -5 10 21 16 12 14 -14 19 25 -3 -4 -15 20 -1 22 -8 -10 -20 -16 -7 -23
right_child=1 2 17 7 5 26 9 -9 23 -11 -12 -13 13 18 15 -17 -18 -19 24 -21 -22 27 -24 -25 -26 -27 -28 -29
leaf_value=0.0040414512142321959 0.0039562535541370963 0.00086286972844559166 0.00088098129068640374 0.0036252755155504815 0.0021875126450688017 0.0033758199627849498 0.003573900202229913 0.002088907136432617 0.001603035936319541 0.0023841548057408706 0.00029082663298273881 0.0045205654695625354 0.0026000890470526776 0.0033386402210739733 0.0040467969870641961 0.0029903128278716334 0.0017718401980910963 -4.5510077356635682e-07 0.0040543158878826461 0.0045167406304364817 0.0034849997774705154 0.0039005164385437939 0.0030119766515471964 0.0021670857035566479 0.0035839414219727807 0.0036536354894839309 0.0038277790713354466 0.0036025640136556928
leaf_weight=821 70 52 73 53 101 54 85 80 65 53 56 79 64 86 60 56 77 58 181 82 53 54 86 81 55 168 58 52
leaf_count=821 70 52 73 53 101 54 85 80 65 53 56 79 64 86 60 56 77 58 181 82 53 54 86 81 55 168 58 52
internal_value=0 0.0017714 0.00151431 0.0018033 0.00371514 0.00293567 0.00379672 0.00270135 0.00144237 0.00329467 0.00106833 0.00389387 0.00386341 0.00358693 0.00394945 0.00360609 0.00140564 0.000490523 0.003783 0.00405143 0.00400774 0.00346878 0.00329145 0.00191615 0.00394481 0.00375722 0.00361011 0.0037546
internal_weight=0 665 595 464 2248 213 2035 133 331 330 185 1705 1626 386 1240 284 129 131 322 956 874 277 171 146 236 228 112 106
internal_count=2913 665 595 464 2248 213 2035 133 331 330 185 1705 1626 386 1240 284 129 131 322 956 874 277 171 146 236 228 112 106
is_linear=0
shrinkage=0.00250084


Tree=1667
num_leaves=23
num_cat=0
split_feature=1 49 151 9 1 49 40 15 3 0 52 484 3 15 3 15 15 160 1212 0 1211 1
split_gain=5.76802 2.69038 2.12554 2.15842 1.48493 2.52545 2.92656 1.93888 2.13985 1.90043 3.03589 1.86992 1.9107 1.24616 1.50766 1.20781 1.19012 0.930243 1.0359 1.28408 0.893588 0.308097
threshold=0.11649500000000002 -0.064334999999999989 0.099410000000000012 0.08542000000000001 0.095920000000000019 0.016520000000000003 -0.064864999999999992 0.086885000000000004 0.0098450000000000013 -0.085674999999999987 0.12603000000000003 0.08264500000000001 -0.054399999999999997 -0.26547499999999996 0.13772500000000001 -0.46483499999999994 -0.078064999999999982 0.10276500000000001 0.094725000000000018 0.064400000000000013 0.088450000000000015 0.12829500000000002
decision_type=2 2 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 -6 8 -8 10 11 12 -1 15 21 -3 -12 18 19 -11 -20 -15
right_child=1 13 -4 -5 5 -7 7 -9 -10 17 16 -13 -14 14 -16 -17 -18 -19 20 -21 -22 -23
leaf_value=0.0019259641525768577 -0.0018133989494823874 0.00083784243462559744 -0.00027462799115613709 0.0038721657765765165 0.0037293334625782769 -0.0011594447357436745 -0.00015964368188076526 0.0025679634171291046 0.0020452015221757414 0.0013711754292852791 0.0015151997815856474 0.003998423793157087 0.0034251743768903952 0.0014762096570766013 -0.00011969453984384409 -0.001003409097681231 -0.00070542497767086935 0.0025040794825765679 0.0034072070624556585 -0.00020071876275046878 0.0014104475917093712 0.0026380926945312414
leaf_weight=504 65 89 68 53 54 54 172 71 76 857 65 81 128 58 60 82 52 96 53 67 55 53
leaf_count=504 65 89 68 53 54 54 172 71 76 857 65 81 128 58 60 82 52 96 53 67 55 53
internal_value=0 0.000227415 0.00163261 0.00168585 0.00163722 0.0010517 0.00137213 0.000972734 0.000515564 0.00176485 0.00216267 0.00243088 0.00222979 0.000615631 0.00127636 -4.44136e-05 0.000527257 0.00147201 0.00137589 0.00125707 0.00239142 0.00203204
internal_weight=0 407 2506 2438 2385 427 373 319 248 1958 830 713 632 342 171 171 117 1128 1032 924 108 111
internal_count=2913 407 2506 2438 2385 427 373 319 248 1958 830 713 632 342 171 171 117 1128 1032 924 108 111
is_linear=0
shrinkage=0.0109455


Tree=1668
num_leaves=29
num_cat=0
split_feature=12 12 15 13 457 12 151 160 457 13 42 48 41 1456 484 12 15 15 155 484 15 13 457 48 15 13 15 42
split_gain=111.554 26.1507 24.9536 15.4647 13.8649 13.1229 12.7356 10.7226 10.0192 7.39197 4.41289 5.69776 3.17579 2.66593 2.3484 2.26846 2.25874 2.07744 1.78027 1.6301 1.51886 3.44172 1.43821 1.36747 1.70905 1.15709 0.994546 0.324614
threshold=0.056995000000000011 0.13936000000000001 -0.2987999999999999 -0.27740999999999993 0.094310000000000019 0.093670000000000017 -0.013299999999999998 -0.068619999999999987 0.083585000000000007 -0.100615 -0.036704999999999995 0.099460000000000007 0.076195000000000013 0.056265000000000009 0.087420000000000012 0.084595000000000017 -0.0044499999999999991 -0.096724999999999992 0.092900000000000024 0.11628500000000001 0.096235000000000015 0.00085500000000000018 0.081330000000000013 0.089535000000000017 -0.091664999999999983 0.080625000000000016 -0.069814999999999988 0.10019500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 -4 6 12 8 -1 -5 -7 -8 17 13 14 18 -15 23 -12 22 -16 25 27 -2 24 -11 -18 -26 -22
right_child=1 -3 3 4 -6 9 10 -9 -10 16 11 -13 -14 15 19 -17 20 -19 -20 -21 21 -23 -24 -25 26 -27 -28 -29
leaf_value=0.0012965791745375417 0.0027196915266973791 0.0010238008063212143 0.00061402132338158482 0.00074102777779796005 0.00060123593992642975 0.0013968957679912288 0.0016713484619960181 -5.0033995185896229e-05 0.0021395323091229026 0.0018297415232191526 0.003140587203490581 0.001666558109696611 0.0033939070489726144 0.0035879028071873725 0.0034834035822992378 0.0028933292475142908 0.0025574785344708736 0.0025141455290737247 0.0031850919752421992 0.0028243670445086046 0.0028375880048294648 0.0018554467691247142 0.0022656137398638734 0.002641438240664159 0.0025833090421294694 0.0030143057823527018 0.0021529176650166987 0.0025487351919240351
leaf_weight=77 911 72 84 84 57 52 63 99 68 69 52 52 72 55 53 95 79 159 58 59 57 53 55 63 71 87 92 65
leaf_count=77 911 72 84 84 57 52 63 99 68 69 52 52 72 55 53 95 79 159 58 59 57 53 55 63 71 87 92 65
internal_value=0 0.00262788 0.0014386 0.00169435 0.00186391 0.00268432 0.00201442 0.000538945 0.00136686 0.00237948 0.00231626 0.00247064 0.00283874 0.00280763 0.00276264 0.0031482 0.00245977 0.00266867 0.00272172 0.00313649 0.00261041 0.00243318 0.00269387 0.00228554 0.00218876 0.00279707 0.00234057 0.00268393
internal_weight=0 2118 795 619 535 2046 478 176 152 688 326 263 1358 1286 1136 150 636 211 1024 112 341 175 966 295 232 166 163 122
internal_count=2913 2118 795 619 535 2046 478 176 152 688 326 263 1358 1286 1136 150 636 211 1024 112 341 175 966 295 232 166 163 122
is_linear=0
shrinkage=0.00270699


Tree=1669
num_leaves=18
num_cat=0
split_feature=1 14 0 1 2 49 43 1 42 0 51 4 43 3 0 133 15
split_gain=4.76165 2.23407 2.264 2.84861 2.90732 1.95872 1.61875 2.55106 2.52028 1.80381 1.60481 1.68434 1.58757 2.24133 3.39126 1.04372 0.661261
threshold=0.11690500000000002 -0.13131999999999996 -0.22745499999999999 0.11181500000000001 -0.0098549999999999974 -0.064334999999999989 0.0049250000000000014 0.077375000000000013 0.089785000000000018 -0.096444999999999989 -0.17370999999999998 0.015030000000000002 -0.083804999999999977 -0.0024599999999999995 -0.11742499999999999 0.081310000000000007 -0.10981499999999998
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 -4 -2 10 9 -9 -8 15 -12 -7 16 -15 -6 -14
right_child=5 2 3 -5 6 12 7 8 -10 -11 11 -13 13 14 -16 -17 -18
leaf_value=0.00279068813464206 -0.0012080395778682781 -0.00018401971935530826 -0.00037379392976017958 0.0027081842403419388 0.0030615120356110533 -0.00076806961969394462 0.0022814758996278599 -0.0016526163398792944 0.00084689825245234268 0.00072971086004182232 0.0013021473097214148 0.00053356183261608512 0.00094799288034093181 0.0015313871549544201 -0.00089607565304890139 0.0014103807938476134 0.0022504658752269357
leaf_weight=55 61 91 89 78 54 64 67 55 56 225 1466 227 53 66 99 52 55
leaf_count=55 61 91 89 78 54 64 67 55 56 225 1466 227 53 66 99 52 55
internal_value=0 0.00113617 0.00109914 0.00114847 0.00109533 0.000159407 0.00115474 0.000679069 -0.000390802 0.00108607 0.00126125 0.00119915 0.00040719 0.000683033 7.43728e-05 0.00225236 0.00161211
internal_weight=0 2515 2460 2369 2291 398 2202 403 111 292 1799 1693 337 273 165 106 108
internal_count=2913 2515 2460 2369 2291 398 2202 403 111 292 1799 1693 337 273 165 106 108
is_linear=0
shrinkage=0.00829529


Tree=1670
num_leaves=22
num_cat=0
split_feature=1 3 15 124 151 2 1 1 1 43 14 0 1 11 1 16 13 1 42 3 2
split_gain=227.209 45.3975 29.3447 21.5247 16.5889 13.1394 9.30018 9.28114 8.83093 8.70273 8.28681 7.01326 9.01757 6.62142 5.7031 4.35018 3.9268 6.07466 4.48144 1.54847 0.792796
threshold=0.10557500000000002 0.31351000000000001 -0.21242999999999998 -0.048219999999999992 -0.039414999999999999 0.11702000000000001 0.093575000000000019 0.12122500000000001 0.11690500000000002 -0.080684999999999993 0.073890000000000011 -0.13619499999999998 0.085720000000000005 0.08235000000000002 0.10970000000000001 0.39813000000000004 0.032645000000000007 0.077845000000000011 0.091485000000000025 -0.074479999999999977 0.11326500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 6 8 10 -1 -2 -4 -6 11 12 -5 16 -11 -7 18 -18 -13 -16 -9
right_child=1 -3 4 5 9 15 -8 20 -10 14 -12 13 -14 -15 19 -17 17 -19 -20 -21 -22
leaf_value=0.0033819429135765766 0.0023221503400050118 0.00044614280547402023 0.0025490238772894187 0.0040356995384730867 0.0022183939231823638 0.002527176598048081 0.0019176567307018604 0.00087281527966381184 0.0011650476865396921 0.0026251294335012101 0.0045825603670644728 0.0039485197013443959 0.0027054997514951037 0.0029357898709135785 0.0039326325784433567 0.0034790006520920452 0.0037586622988213109 0.0028093357980013135 0.0036280904592381393 0.0033857356498728898 0.0012769937126748693
leaf_weight=52 56 97 65 52 57 67 57 56 52 52 82 1257 83 53 54 55 174 56 352 85 68
leaf_count=52 56 97 65 52 57 67 57 56 52 52 82 1257 83 53 54 55 174 56 352 85 68
internal_value=0 0.00202281 0.00230338 0.0037024 0.00271098 0.00375544 0.00261646 0.00147671 0.00193415 0.00307736 0.00380165 0.00377004 0.00321807 0.00380941 0.00333356 0.0029565 0.00383458 0.00352764 0.00387844 0.00359839 0.00109468
internal_weight=0 642 545 2340 365 2231 109 180 117 248 2109 2027 135 1892 191 122 1839 230 1609 139 124
internal_count=2982 642 545 2340 365 2231 109 180 117 248 2109 2027 135 1892 191 122 1839 230 1609 139 124
is_linear=0
shrinkage=0.00250084


Tree=1671
num_leaves=25
num_cat=0
split_feature=4 2 12 4 2 4 12 4 2 12 10 124 157 2 13 2 160 1212 1456 12 1375 151 4 2
split_gain=167.915 59.5431 43.4312 13.5069 7.82392 7.70504 6.39888 17.2688 6.08048 4.78121 4.56859 4.12647 3.59514 2.51862 4.07836 4.03322 2.38624 2.29164 2.36849 2.1578 1.63149 2.63817 1.56164 1.37568
threshold=0.31392000000000003 0.12068000000000001 -1.0000000180025095e-35 -0.0029949999999999998 0.14808000000000002 -0.071344999999999992 1.0000000180025095e-35 0.0019650000000000002 0.14870000000000003 0.093815000000000023 0.057650000000000007 -0.085804999999999979 -0.0074399999999999996 0.10060500000000001 0.091815000000000022 0.095465000000000008 -0.075199999999999975 0.11367500000000001 0.048950000000000007 0.093910000000000007 -0.012944999999999998 -0.087954999999999992 0.028075000000000006 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 2 3 11 19 13 7 -7 10 20 16 -1 -11 15 -15 17 -2 18 -4 -3 -8 -22 -14 -18
right_child=8 4 5 -5 -6 6 9 -9 -10 12 -12 -13 22 14 -16 -17 23 -19 -20 -21 21 -23 -24 -25
leaf_value=0.0024217356800481276 0.0023185376639264913 0.0021837694839240808 0.0039066258214350046 0.003245378674187613 0.0014554181248400435 0.0019955810189077302 0.0041525779493287443 0.0039735204856665559 0.00074896794167726266 0.0028190905145105377 0.0010576035764770584 0.0014623297673672288 0.0036648282014729262 0.003018951244359273 0.0040481998726507483 0.004564374100663451 0.0019592851991721704 0.0034226005878408932 0.0044752058327489535 0.0028938925889426394 0.0033345906986884223 0.003820875407220271 0.0032892244481390262 0.0014616742176502544
leaf_weight=63 61 58 729 101 73 57 79 63 54 55 58 59 227 53 52 69 75 62 54 59 89 540 115 77
leaf_count=63 61 58 729 101 73 57 79 63 54 55 58 59 227 53 52 69 75 62 54 59 89 540 115 77
internal_value=0 0.00352859 0.0036367 0.00254119 0.00212473 0.00374555 0.00360621 0.00303423 0.00154715 0.0036683 0.00170609 0.00195799 0.003439 0.00391304 0.00352894 0.00395713 0.00188254 0.00390751 0.00394587 0.0025421 0.00379684 0.00375211 0.00353861 0.00170739
internal_weight=0 2657 2467 223 190 2244 1225 120 325 1105 271 122 397 1019 105 914 213 845 783 117 708 629 342 152
internal_count=2982 2657 2467 223 190 2244 1225 120 325 1105 271 122 397 1019 105 914 213 845 783 117 708 629 342 152
is_linear=0
shrinkage=0.00260187


Tree=1672
num_leaves=32
num_cat=0
split_feature=4 3 2 12 3 4 3 0 160 11 2 2 4 0 0 16 48 0 16 4 16 15 133 15 12 16 12 15 2 16 133
split_gain=219.001 89.5478 37.904 25.2727 16.8701 15.0114 14.8576 10.6815 10.1238 9.54856 7.7841 7.69525 7.41026 6.93514 4.65316 4.53063 3.47922 3.36419 3.211 5.74453 2.73708 2.49966 2.45858 2.34582 2.22947 2.08776 2.02658 1.8542 1.56792 1.30745 0.657843
threshold=0.31392000000000003 -0.064349999999999991 0.13388500000000003 -1.0000000180025095e-35 0.10766000000000002 -0.0029949999999999998 0.13772500000000001 -0.073104999999999989 -0.034419999999999992 1.0000000180025095e-35 -0.007134999999999999 0.089025000000000007 -0.040394999999999993 -0.10594499999999998 -0.10934999999999999 0.052690000000000008 0.094910000000000008 -0.037444999999999992 0.10134000000000001 -0.4950449999999999 0.41378500000000007 0.079600000000000018 0.089025000000000007 0.093185000000000004 0.087855000000000003 -0.0038249999999999998 0.089735000000000023 -0.095814999999999997 0.093320000000000014 0.024125000000000004 0.12518000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 10 13 9 -9 11 -3 15 18 -2 -13 22 -4 -15 23 -20 -14 25 26 -10 -16 27 -1 -5 -7 -26 -24
right_child=6 2 16 4 -6 28 -8 8 12 -11 -12 14 20 17 24 -17 -18 -19 19 -21 -22 -23 30 -25 29 -27 -28 -29 -30 -31 -32
leaf_value=0.00379928748940352 0.0019062405639206383 0.00072846458173399166 0.0015265148602202707 0.0034144195161972197 0.0022161891008784188 0.0030169366583816799 5.090206347817118e-05 0.0023374998485734514 0.0028778048975559461 0.0043564799005575659 0.0020065935297660102 0.002566263966019334 0.0023770052046343162 0.00076848212284520994 0.0037390495194417777 0.0030037534012407369 0.0006326645963991845 0.0014702511627256111 0.0044128744475706166 0.0033133492496251731 0.0031324840253770087 0.0038841420620095005 0.0031863571647657322 0.0035491539729329293 0.0033275086885906527 0.0036551842476427307 0.0035046023779776851 0.0027730501161387978 0.0024159735132383256 0.0029164098133647042 0.0035156678389797924
leaf_weight=621 88 52 52 56 91 52 67 79 52 87 64 54 52 100 69 65 53 70 56 59 66 62 57 81 244 66 185 54 54 59 115
leaf_count=621 88 52 52 56 91 52 67 79 52 87 64 54 52 100 69 65 53 70 56 59 66 62 57 81 244 66 185 54 54 59 115
internal_value=0 0.00321232 0.00242607 0.00268337 0.00311486 0.0020438 0.00108001 0.00347007 0.00313462 0.00356599 0.00143386 0.00351916 0.0033066 0.00134716 0.00324092 0.00363277 0.00107558 0.0010576 0.00354764 0.003849 0.00279978 0.00345836 0.00367455 0.00328687 0.00333878 0.00330822 0.00373168 0.0030998 0.00271103 0.00324755 0.00340669
internal_weight=0 2657 656 551 329 222 325 2001 445 1556 116 1469 366 258 426 1043 105 170 248 115 118 238 978 133 372 176 806 110 106 303 172
internal_count=2982 2657 656 551 329 222 325 2001 445 1556 116 1469 366 258 426 1043 105 170 248 115 118 238 978 133 372 176 806 110 106 303 172
is_linear=0
shrinkage=0.0024518


Tree=1673
num_leaves=28
num_cat=0
split_feature=2 2 2 2 0 0 16 0 15 2 2 0 10 0 15 15 0 51 52 52 0 16 16 1213 15 52 2
split_gain=142.141 64.6508 35.353 21.4466 17.9957 16.4557 19.1579 9.38331 8.39754 6.29573 6.63537 5.18263 4.79027 3.57074 3.10191 4.50845 7.41427 3.30324 2.69795 8.62762 2.67293 2.43827 2.28916 1.71842 1.66824 1.17253 0.363046
threshold=0.12068000000000001 -1.0000000180025095e-35 0.099965000000000012 0.16730000000000003 -0.13619499999999998 -0.067969999999999989 -0.10850999999999998 -0.084114999999999981 -0.23808999999999997 0.072175000000000017 0.082165000000000016 -0.09712999999999998 0.031045 -0.14920999999999998 -0.15973499999999999 1.0000000180025095e-35 -0.14797999999999997 0.090560000000000015 -0.45635499999999996 -0.049669999999999999 -0.068189999999999987 0.15273500000000004 0.054560000000000004 -0.044899999999999995 -0.076929999999999985 -0.17568999999999999 0.10510500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 7 13 6 -1 -2 -9 11 -11 -3 -7 -4 -12 16 -16 -17 -6 -20 26 -10 23 -13 -25 -24 -21
right_child=3 2 4 -5 18 12 -8 8 21 10 14 22 -14 -15 15 17 -18 -19 19 20 -22 -23 25 24 -26 -27 -28
leaf_value=0.0014187780620339638 0.0011100113476879027 0.0022066165060646249 0.0020710782112660182 0.00040818031768236881 0.0029650051853312327 0.00078083010541152461 0.0031994372958604128 0.0012598172005706637 0.001982355566717556 0.0038216531068076412 0.0035197835297315341 0.0032993131677900227 0.0016295139314985148 0.0014058432707131337 0.0022011732739163495 0.0031339578378942437 0.0029999893748262722 0.003686226439862213 0.0019185248673261926 0.0031109276919995266 0.0024655309730812393 0.0025988465956149178 0.0028567779784447822 0.0032327587479903941 0.0028325916269336484 0.0024136480544145996 0.0028688350489300771
leaf_weight=52 90 52 85 79 97 61 54 53 61 55 67 65 56 61 56 606 582 52 69 53 73 53 54 59 218 53 66
leaf_count=52 90 52 85 79 97 61 54 53 61 55 67 65 56 61 56 606 582 52 69 53 73 53 54 59 218 53 66
internal_value=0 0.00280713 0.00290638 0.00136211 0.00241294 0.00172868 0.00232612 0.00165526 0.00194897 0.00303596 0.00310737 0.00283381 0.00118723 0.00179329 0.00307853 0.0030557 0.00292991 0.00317764 0.00266558 0.00255422 0.00278256 0.00226917 0.0029064 0.00299046 0.00291791 0.00263749 0.00297685
internal_weight=0 2646 2423 336 504 223 106 257 167 1919 1418 501 117 146 1363 1296 638 658 358 261 192 114 449 342 277 107 119
internal_count=2982 2646 2423 336 504 223 106 257 167 1919 1418 501 117 146 1363 1296 638 658 358 261 192 114 449 342 277 107 119
is_linear=0
shrinkage=0.00209259


Tree=1674
num_leaves=26
num_cat=0
split_feature=15 3 3 43 16 14 42 16 15 39 12 150 15 15 148 16 43 52 3 3 133 43 15 133 16
split_gain=126.477 53.9969 26.8732 18.9527 12.251 12.406 10.8268 8.77819 6.55194 4.75909 4.66923 4.15673 3.96231 5.90373 2.73918 3.52231 2.434 2.4257 2.33779 2.7734 2.16482 1.95785 3.44255 1.47653 1.3669
threshold=-0.26361999999999991 -0.063889999999999988 0.28833000000000003 -0.049364999999999992 -0.51287499999999986 0.073890000000000011 -1.0000000180025095e-35 -0.52541999999999989 -0.46483499999999994 0.088850000000000026 -0.041014999999999989 0.084680000000000019 -0.033234999999999994 -0.076194999999999999 -0.0084749999999999982 0.10134000000000001 -0.078949999999999979 0.013340000000000001 0.10402500000000002 -0.0070649999999999992 -0.0059799999999999992 -0.077904999999999988 -0.10763999999999999 0.087720000000000006 0.5455350000000001
decision_type=2 2 2 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 6 -2 12 -3 -5 9 -1 -10 -8 13 21 -14 20 -15 18 19 -9 -16 23 -23 -6 -17
right_child=1 2 -4 7 5 -7 11 17 10 -11 -12 -13 14 16 15 24 -18 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.0024652963266976104 0.0026221373893476679 0.0035073719856082161 0.0015577534574062544 0.00250423544589319 0.0040089342717645323 0.0049306680573283435 0.0025105358185709397 0.0033893456208238912 0.00066742353984894809 0.0014676794218021728 0.001695428224853599 0.0016731712542515736 0.0032951291968866441 0.0028856383951150087 0.0039574932588861793 0.0044458294691569079 0.0034775550826715044 0.0032450598340437137 0.0032937573017718996 0.0040396035498459553 0.0037297258732859667 0.0039596377969679433 0.0032966205440662808 0.0035517949974921718 0.0039303148666502193
leaf_weight=71 57 53 76 54 193 59 101 59 53 52 58 59 55 79 443 85 99 96 64 140 659 84 120 59 54
leaf_count=71 57 53 76 54 193 59 101 59 53 52 58 59 55 79 443 85 99 96 64 140 659 84 120 59 54
internal_value=0 0.0035614 0.00296274 0.00313327 0.00376679 0.00379957 0.00252688 0.00344595 0.00164591 0.00204376 0.00120482 0.00220192 0.00376498 0.0036023 0.00384455 0.00386887 0.003215 0.00358753 0.00371243 0.00384695 0.00382131 0.00375343 0.00356976 0.00390201 0.00424575
internal_weight=0 2748 702 626 2046 1989 213 413 234 123 111 160 1930 634 1296 1241 178 359 263 199 1102 456 204 252 139
internal_count=2982 2748 702 626 2046 1989 213 413 234 123 111 160 1930 634 1296 1241 178 359 263 199 1102 456 204 252 139
is_linear=0
shrinkage=0.00250084


Tree=1675
num_leaves=23
num_cat=0
split_feature=4 2 123 2 49 2 2 43 474 13 42 2 48 474 16 52 16 52 16 4 49 51
split_gain=146.493 62.0314 25.317 14.8504 11.7505 11.6139 6.82698 5.37839 4.30792 7.8984 4.0147 4.15955 3.76153 3.75382 4.64643 4.63797 3.35028 3.26544 3.16289 2.78093 2.09718 1.41248
threshold=0.31392000000000003 0.13388500000000003 1.0000000180025095e-35 0.10100500000000003 -0.046739999999999997 0.14019000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.085295000000000024 -0.076349999999999987 0.078120000000000009 0.10859000000000001 0.08956500000000002 0.023345000000000001 0.18879500000000002 -0.42946499999999993 0.092980000000000021 -0.41694999999999993 -0.50720999999999983 0.10055500000000002 0.090165000000000009 -0.025069999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 7 -4 -2 13 21 11 16 -3 14 19 -16 -6 -13 -9 -1 -12 -10
right_child=5 12 6 4 10 -7 -8 18 9 -11 20 17 -14 -15 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0033299992824644812 0.0011325934142812702 0.0018077361424535035 0.0014113827255786827 0.0017977870068291535 0.0026803739599262854 0.00051170695498073914 0.0025252399786276193 0.0014895817573240106 0.0036016936676658146 0.0023040351346054751 0.0035650207792621244 0.0029185471330070429 0.00096733126445493352 0.0038050291056100447 0.0033216912031294003 0.0024620662242019909 0.0035198389398951998 0.0021422330098576983 0.0022334209938302397 0.0029091865008761576 0.0029525436512116473 0.0030569138814447398
leaf_weight=1425 98 58 53 63 58 83 80 64 52 76 66 52 66 78 67 80 53 80 69 98 65 61
leaf_count=1425 98 58 53 63 58 83 80 64 52 76 66 52 66 78 67 80 53 80 69 98 65 61
internal_value=0 0.00302057 0.00310267 0.00315986 0.00275922 0.00128338 0.00208157 0.00156054 0.00325024 0.00290433 0.0029211 0.00273759 0.00136063 0.00328762 0.00326344 0.00285404 0.00308143 0.00244825 0.00187568 0.00330294 0.00326132 0.00330784
internal_weight=0 2631 2507 2374 437 314 133 231 1937 189 374 243 124 1748 1670 147 111 132 133 1523 131 113
internal_count=2945 2631 2507 2374 437 314 133 231 1937 189 374 243 124 1748 1670 147 111 132 133 1523 131 113
is_linear=0
shrinkage=0.00240373


Tree=1676
num_leaves=27
num_cat=0
split_feature=1 3 133 43 16 52 49 15 43 13 13 131 474 474 15 2 484 3 16 16 43 13 2 2 1 2
split_gain=8.23302 4.68191 6.08201 3.89363 3.40494 3.27309 2.38427 2.75114 2.34812 5.13097 1.9896 1.51609 1.40652 1.37031 4.47087 1.82264 2.54961 1.89252 2.54938 1.75728 1.6957 1.23937 1.13816 0.894068 0.394475 0.255439
threshold=0.09518500000000002 -0.049204999999999992 -0.0063799999999999994 -0.50775499999999985 -0.23389999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.50173499999999993 -0.055679999999999993 -0.0094049999999999984 -0.041479999999999996 0.090545000000000014 0.10539000000000001 0.085295000000000024 -0.011749999999999998 0.10644500000000001 0.08264500000000001 -0.020049999999999995 -0.039209999999999995 0.08215500000000002 -0.025079999999999995 0.0083850000000000018 0.10301500000000001 0.11543500000000002 0.107145 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 2
left_child=3 2 -2 -1 6 8 -3 -8 9 -6 -10 22 13 15 -15 16 17 19 -19 -5 25 23 -4 -17 -24 -18
right_child=1 4 11 12 5 -7 7 -9 10 -11 -12 -13 -14 14 -16 21 20 18 -20 -21 -22 -23 24 -25 -26 -27
leaf_value=-0.00026990205493068742 -0.00075537858529632358 5.3459322322255919e-05 0.0030740499130705438 0.0017694026272706972 0.0012198924859680592 -0.0014457943264161229 0.00067201981137934234 0.003170564356207323 0.00010622860590166211 -0.0022116790972993359 0.0021392456589870738 0.0012642821899700276 0.0032099975373819632 0.0025382705336528723 -0.00017781490413302595 0.00096762076154066699 0.0027071770056106849 0.0018132883456690187 0.0038782882087512733 0.0029916348456105997 0.0039061344515903366 0.00028515645295361906 0.0023956866298110138 0.002148514023790158 0.001425110468811066 0.0019111395132531644
leaf_weight=52 57 60 101 1198 58 80 52 61 58 53 65 99 54 77 77 72 53 81 72 80 72 58 52 95 56 52
leaf_count=52 57 60 101 1198 58 80 52 61 58 53 65 99 54 77 77 72 53 81 72 80 72 58 52 95 56 52
internal_value=0 0.000953192 0.001636 0.00188315 0.000441265 -5.33322e-05 0.00133946 0.00202154 0.000422359 -0.000417839 0.00118128 0.00207883 0.00193805 0.00190344 0.00117968 0.0019642 0.00205833 0.0019465 0.00278561 0.00184598 0.00296199 0.00129105 0.00246426 0.0016399 0.00189321 0.00231376
internal_weight=0 852 365 2093 487 314 173 113 234 111 123 308 2041 1987 154 1833 1608 1431 153 1278 177 225 209 167 108 105
internal_count=2945 852 365 2093 487 314 173 113 234 111 123 308 2041 1987 154 1833 1608 1431 153 1278 177 225 209 167 108 105
is_linear=0
shrinkage=0.00797318


Tree=1677
num_leaves=26
num_cat=0
split_feature=1 3 2 2 0 1 3 14 43 4 2 2 14 3 0 3 4 159 43 51 0 0 3 2 131
split_gain=235.907 48.6868 22.3258 21.8248 19.4669 14.7502 12.3947 10.4698 10.2812 11.8285 8.84778 6.53357 5.31326 5.17767 4.42364 4.42292 2.71872 3.28146 2.64941 2.45291 4.25209 2.40836 1.29487 1.25012 1.07416
threshold=0.10398500000000001 -0.049204999999999992 0.11426500000000002 0.14561000000000004 -0.061204999999999989 0.095920000000000019 -0.051469999999999995 0.073890000000000011 -0.081314999999999985 -0.42305999999999994 -1.0000000180025095e-35 0.10859000000000001 -1.0000000180025095e-35 0.086845000000000019 -0.044434999999999995 0.12168500000000002 0.032770000000000001 0.084685000000000024 -0.073404999999999984 0.0064150000000000014 -0.09008999999999999 -0.045139999999999993 0.08796000000000001 0.089545000000000013 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
left_child=4 2 21 10 5 7 -7 13 -6 22 -3 -12 -13 16 -11 -14 19 18 -18 20 -1 24 -10 -21 -2
right_child=1 3 -4 -5 8 6 -8 -9 9 14 11 12 15 -15 -16 -17 17 -19 -20 23 -22 -23 -24 -25 -26
leaf_value=0.0042131200224657731 0.0038314736239954358 0.0010955809234570739 0.0016729795395605284 0.00034447496188389035 0.0023516353339463397 0.0035523475983112291 0.0019899655176427804 0.0046597622310840196 0.0042229052784363849 0.0032745020974512028 0.0027564202549992746 0.0023834591507215482 0.00097504691267764237 0.0030860454759925049 0.0022498215088799069 0.0019576476096115638 0.0030256153908808192 0.0039690291566367728 0.0036709888110152008 0.0038187678618972301 0.0038103723303408174 0.0029553732502759977 0.0036653406891585805 0.0033955635936986084 0.0033208692664111138
leaf_weight=195 53 95 71 90 89 82 52 86 55 54 55 58 59 68 52 56 83 77 78 74 1082 63 52 113 53
leaf_count=195 53 95 71 90 89 82 52 86 55 54 55 58 59 68 52 56 83 77 78 74 1082 63 52 113 53
internal_value=0 0.00195462 0.00285052 0.00143394 0.00365858 0.00374843 0.00294625 0.00380633 0.00306647 0.00336503 0.00173742 0.00200474 0.00176561 0.00376485 0.00277208 0.00145376 0.00379196 0.00354257 0.00333845 0.00383248 0.00387189 0.00334507 0.00395219 0.00356318 0.00357642
internal_weight=0 653 240 413 2292 1990 134 1856 302 213 323 228 173 1770 106 115 1702 238 161 1464 1277 169 107 187 106
internal_count=2945 653 240 413 2292 1990 134 1856 302 213 323 228 173 1770 106 115 1702 238 161 1464 1277 169 107 187 106
is_linear=0
shrinkage=0.00250084


Tree=1678
num_leaves=26
num_cat=0
split_feature=1 1 12 124 14 0 0 1 43 1 12 0 52 14 124 12 12 0 0 48 52 12 42 52 0
split_gain=193.025 37.7817 25.4731 15.6666 14.2606 9.00803 8.83945 16.0413 8.12098 6.17757 4.84791 3.85551 2.94467 2.77912 3.20831 5.26457 2.72506 1.75564 1.74998 1.74602 1.51709 1.40876 1.38633 0.92395 0.87567
threshold=0.10398500000000001 0.13612500000000002 0.085075000000000026 -0.082389999999999977 0.064610000000000015 -0.061204999999999989 -0.13409999999999997 0.085410000000000014 -0.081864999999999979 0.15390500000000004 0.099680000000000005 -0.05226999999999999 -0.22118499999999996 -0.22654999999999997 -0.083034999999999984 -1.0000000180025095e-35 0.090285000000000018 -0.097774999999999987 0.080385000000000012 0.085760000000000017 0.06136500000000001 0.098845000000000016 0.088185000000000013 -0.082894999999999983 -0.082914999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 -1 5 6 7 -5 -7 11 18 -3 -4 -2 -15 -16 17 -8 -10 -17 23 -14 -19 -18 -22
right_child=1 9 12 4 -6 8 16 -9 10 -11 -12 -13 21 14 15 19 20 22 -20 -21 24 -23 -24 -25 -26
leaf_value=0.0018725890436037777 0.0018736208542122893 0.00041256570818797044 0.002931290188381481 0.0034470750283382358 0.0039443919983132188 0.0018514187311351093 0.003470199443968789 0.0016978789561625613 0.0028447969272191601 -0.00017913165633235838 0.0022443150750678441 0.0012954787368365623 0.0025629161186350832 0.0017328171001904304 0.00049553639444408512 0.0011062745045014122 0.0030391073128381205 0.0031623711391519571 0.0034106610364039586 0.0017091535335624394 0.0032922075409554967 0.0020186424032826674 0.002918723110729121 0.002761820967015805 0.0029951405188419523
leaf_weight=77 52 68 68 53 92 74 94 78 93 57 66 53 57 61 61 63 103 748 52 54 83 59 177 265 237
leaf_count=77 52 68 68 53 92 74 94 78 93 57 66 53 57 61 61 63 103 748 52 54 83 59 177 265 237
internal_value=0 0.00144958 0.00181062 0.00296069 0.0029985 0.0029575 0.00302047 0.00240577 0.00255133 0.000485979 0.00279667 0.000799513 0.00252482 0.00135894 0.00124685 0.00108017 0.00306762 0.0031485 0.00304791 0.00138475 0.00294781 0.00228631 0.00311578 0.0028395 0.00307227
internal_weight=0 653 475 2292 2215 2123 1838 131 285 178 211 121 184 291 239 178 1707 1019 145 117 688 116 925 368 320
internal_count=2945 653 475 2292 2215 2123 1838 131 285 178 211 121 184 291 239 178 1707 1019 145 117 688 116 925 368 320
is_linear=0
shrinkage=0.0024518


Tree=1679
num_leaves=18
num_cat=0
split_feature=1 2 457 49 151 2 457 1455 1447 13 1446 484 2 1 160 52 15
split_gain=7.64923 3.65734 3.43357 3.42994 2.27178 1.24748 1.34085 1.19763 1.20586 4.30997 1.7257 1.40512 1.16008 1.30574 2.76148 1.48012 0.864797
threshold=0.10123500000000001 0.25063000000000007 0.079020000000000021 0.084620000000000015 0.053170000000000002 0.11366500000000002 0.086205000000000018 0.098990000000000009 -0.084914999999999977 -0.085234999999999991 0.088200000000000014 0.013080000000000003 0.13881000000000002 0.10721500000000002 -0.077324999999999991 -0.16495999999999997 -0.032144999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 12 5 6 7 8 9 -1 11 -10 13 -2 -15 -16 -7
right_child=1 -3 -4 -5 -6 16 -8 -9 10 -11 -12 -13 -14 14 15 -17 -18
leaf_value=0.0033721897411645605 0.0011618634704086237 -0.0015558104440550856 -0.00075794611629419683 -0.00034856421070580577 0.00056659703649919598 0.0023510452020473614 0.0039204923476792381 0.0040721734728572994 0.0026618139362839001 -0.00072098662543084325 0.0042356248354609594 0.0017178347454855256 0.00075062595381037063 0.00093409013900443985 0.0019461899514850172 0.0037666106555842528 0.00076741939170499264
leaf_weight=67 100 53 76 83 70 96 95 63 1411 57 75 219 71 89 79 168 73
leaf_count=67 100 53 76 83 70 96 95 63 1411 57 75 219 71 89 79 168 73
internal_value=0 0.0012104 0.00143071 0.00171284 0.00250931 0.00257234 0.00264922 0.00258533 0.00253405 0.00148971 0.00260993 0.00253506 0.00205054 0.00226195 0.00258901 0.00318484 0.00166769
internal_weight=0 719 666 590 2226 2156 1987 1892 1829 124 1705 1630 507 436 336 247 169
internal_count=2945 719 666 590 2226 2156 1987 1892 1829 124 1705 1630 507 436 336 247 169
is_linear=0
shrinkage=0.0109455


Tree=1680
num_leaves=19
num_cat=0
split_feature=1 12 1 123 4 11 11 13 13 4 0 16 0 52 4 1 12 40
split_gain=276.499 58.4125 45.7263 35.6456 20.5598 21.6887 12.8457 12.6004 19.9848 10.8334 27.9902 7.45362 6.4116 5.6695 5.0799 4.77966 5.53795 3.15999
threshold=0.10661000000000002 0.085075000000000026 0.13130500000000003 1.0000000180025095e-35 0.24099500000000004 1.0000000180025095e-35 0.084110000000000004 -0.0023899999999999993 1.0000000180025095e-35 -0.50231999999999988 1.0000000180025095e-35 0.064455000000000012 -0.10934999999999999 -0.092084999999999986 0.046185000000000004 0.14566000000000004 -0.089649999999999994 -0.049499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 14 4 5 9 -7 15 -9 -1 11 12 -11 -13 -3 16 -2 -18
right_child=1 2 -4 -5 -6 6 -8 8 -10 10 -12 13 -14 -15 -16 -17 17 -19
leaf_value=0.0044790530792787045 0.0015282688874308518 0.0038057976829915861 0.00086304717181446753 0.0020670516202557117 0.0024419591832593734 0.0051937108374338356 0.0037909482567715504 0.0023118867685153663 0.00054645171774092148 0.003080219342757322 0.0019189792330099888 0.0033088560531410512 0.0036070650016526585 0.0024379475742147758 0.0029355381207926377 0.00019175003423765844 0.0010300207374657837 0.00028783545698282838
leaf_weight=59 68 73 56 101 98 66 81 98 56 141 64 196 1506 53 77 54 71 58
leaf_count=59 68 73 56 101 98 66 81 98 56 141 64 196 1506 53 77 54 71 58
internal_value=0 0.00165902 0.00268078 0.00343744 0.00349856 0.00354635 0.00442093 0.00113925 0.00167007 0.00348267 0.00345266 0.00350442 0.00356198 0.00312358 0.00335923 0.000813459 0.000983749 0.00069652
internal_weight=0 611 206 2365 2264 2166 147 405 154 2019 1960 1896 1647 249 150 251 197 129
internal_count=2976 611 206 2365 2264 2166 147 405 154 2019 1960 1896 1647 249 150 251 197 129
is_linear=0
shrinkage=0.00235659


Tree=1681
num_leaves=26
num_cat=0
split_feature=2 2 39 2 2 39 52 52 39 13 13 2 15 15 47 47 48 2 484 2 49 15 2 15 133
split_gain=96.2939 71.2685 20.6921 19.0142 17.1347 10.1025 6.57238 13.8268 5.45257 7.32855 5.84882 4.84064 4.30913 3.27945 4.66747 8.31303 4.27956 3.04453 1.94651 1.66267 1.16377 1.0026 0.653739 0.440779 0.384052
threshold=0.12026500000000001 -1.0000000180025095e-35 0.085505000000000012 0.098655000000000007 0.25063000000000007 0.08252000000000001 0.089455000000000021 -0.092084999999999986 0.098380000000000009 -0.14847499999999997 -0.016319999999999998 0.10633000000000002 -0.035654999999999992 -0.13513499999999998 0.09585500000000001 0.077065000000000008 0.083775000000000002 0.08895500000000002 -0.084674999999999986 0.08622500000000001 0.0060400000000000011 -0.069034999999999985 0.10605000000000002 -0.082809999999999981 0.024980000000000006
decision_type=2 2 2 2 2 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 13 8 6 7 22 9 -2 -11 -9 -1 19 15 16 18 -18 -15 -3 -12 -16 -5 -13 -8
right_child=4 3 -4 5 -6 -7 24 11 -10 10 20 23 -14 14 21 -17 17 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0015731829331667284 0.00095227493845642067 0.0029713391167244191 0.0005066247515496552 0.0030472190700900274 0.00014526273425019274 0.001537051165359325 0.0030987727680503014 0.002395131898919209 0.00091627885562701658 0.0024885628179516757 0.001433346632949874 0.0014281582991654211 0.0024883233124946237 0.0031774151024256698 0.0026493070769886004 0.0038023834524178023 0.0028986351673102864 0.0021975855242808893 0.0028866524126936904 0.0035218793509588591 0.0019006355234758177 0.0022308006422911125 0.0027277137909215974 0.0017343079884022262 0.0028265290163692401
leaf_weight=60 52 57 91 59 54 67 70 64 55 71 69 56 55 144 66 56 59 84 1296 68 53 64 99 52 55
leaf_count=60 52 57 91 59 54 67 70 64 55 71 69 56 55 144 66 56 59 84 1296 68 53 64 99 52 55
internal_value=0 0.0026774 0.00134661 0.00279086 0.00136781 0.00239236 0.00251825 0.00234357 0.00158779 0.00173843 0.00195012 0.00188081 0.00201108 0.00290068 0.00287449 0.00290866 0.00287703 0.00248701 0.00291575 0.00327103 0.00163656 0.00244347 0.00284718 0.0015758 0.00297919
internal_weight=0 2622 206 2416 354 522 455 330 300 245 193 172 115 1894 1769 1639 1583 143 1440 125 122 130 158 108 125
internal_count=2976 2622 206 2416 354 522 455 330 300 245 193 172 115 1894 1769 1639 1583 143 1440 125 122 130 158 108 125
is_linear=0
shrinkage=0.00235659


Tree=1682
num_leaves=23
num_cat=0
split_feature=1 12 39 1 12 11 0 1 1 1 1 123 14 150 2 12 2 52 12 42 12 133
split_gain=237.204 61.3406 39.0963 33.5485 13.7863 13.7731 10.3078 17.5007 8.55448 8.2605 8.16546 5.80936 5.58788 4.18838 4.03149 3.67528 2.82803 2.17652 1.95486 2.05809 1.19113 1.16082
threshold=0.10442000000000001 0.085075000000000026 0.0039300000000000003 0.13130500000000003 0.11878500000000002 1.0000000180025095e-35 -0.14104999999999998 0.087055000000000007 0.14787500000000001 0.088340000000000016 0.088035000000000016 0.088305000000000008 -1.0000000180025095e-35 0.085425000000000015 0.091290000000000024 0.098785000000000012 0.10656 0.029970000000000007 1.0000000180025095e-35 0.087065000000000017 0.089995000000000006 0.066685000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 4 15 5 6 7 -1 11 -7 -4 12 -2 16 18 -3 -14 21 -8 -20 -19 -16
right_child=1 3 10 -5 -6 9 14 -9 -10 -11 -12 -13 13 -15 17 -17 -18 20 19 -21 -22 -23
leaf_value=0.0039660860551978729 0.0023486930252716205 0.0039389754997200327 0.0029097730603691039 0.0010955446490862005 0.0026104984332370666 0.0052215364039752401 0.0033943794291858569 0.0019205674849221094 0.00019272364512787485 0.0038243222735164493 0.001574148652282323 0.00072739821663946611 0.0020782315018550296 0.00079862384375780444 0.0032801951552000734 0.0031273570966238598 0.0013068840526564293 0.0041586610906297556 0.0039969799936909172 0.0037575490888608733 0.003694573324398656 0.003633033331891738
leaf_weight=67 52 91 72 56 76 81 59 61 58 54 68 91 59 73 159 81 95 54 791 428 216 134
leaf_count=67 52 91 72 56 76 81 59 61 58 54 68 91 59 73 159 81 95 54 791 428 216 134
internal_value=0 0.00179561 0.00367619 0.00295251 0.00376704 0.0038088 0.00375023 0.0029915 0.00117925 0.00466287 0.00226125 0.00133382 0.0015315 0.00134418 0.00380297 0.00355693 0.00160259 0.00360757 0.00388902 0.00391294 0.0037875 0.00344166
internal_weight=0 656 2320 228 2180 2104 1969 128 428 135 140 370 279 227 1841 172 154 563 1278 1219 270 293
internal_count=2976 656 2320 228 2180 2104 1969 128 428 135 140 370 279 227 1841 172 154 563 1278 1219 270 293
is_linear=0
shrinkage=0.00276112


Tree=1683
num_leaves=16
num_cat=0
split_feature=12 0 4 13 12 43 4 11 13 123 481 475 16 12 39
split_gain=9.6401 8.40889 5.0498 4.59409 4.20341 3.46567 2.6984 2.88667 3.4506 2.22285 2.0099 1.53244 1.92385 1.50618 0.890858
threshold=-1.0000000180025095e-35 0.027395000000000006 -0.50946499999999995 -0.17030499999999998 -0.12305999999999999 -0.094299999999999981 0.48395000000000005 1.0000000180025095e-35 0.041960000000000004 0.084280000000000008 0.063455000000000011 -0.085719999999999977 0.044620000000000007 0.084270000000000012 0.087880000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 -1 -6 7 10 -9 -7 11 13 -13 -5 -11
right_child=2 -3 3 6 5 9 -8 8 -10 14 -12 12 -14 -15 -16
leaf_value=0.0029199161822551522 0.0046926306088893475 -0.0024583407589168931 0.00021002297916444075 0.0041014816964850681 0.0027619142956107714 -0.00088022712643636499 0.00057240438621931693 0.0046459160582091302 0.0020660454276022699 0.0015920515496935309 0.0037511759626659468 0.0022036167075949694 0.0015080622868883131 0.0021529426783182407 0.00028701239607034163
leaf_weight=86 59 52 89 57 52 79 73 80 75 73 59 1633 363 62 84
leaf_count=86 59 52 89 57 52 79 73 80 75 73 59 1633 363 62 84
internal_value=0 0.000792915 0.00219581 0.00213664 0.00124521 0.000744801 0.00220798 0.00225921 0.00339819 0.000299961 0.00217796 0.00213403 0.00207717 0.00308705 0.000894401
internal_weight=0 426 2550 2491 374 288 2402 2329 155 236 2174 2115 1996 119 157
internal_count=2976 426 2550 2491 374 288 2402 2329 155 236 2174 2115 1996 119 157
is_linear=0
shrinkage=0.00863042


Tree=1684
num_leaves=18
num_cat=0
split_feature=12 0 3 1 3 40 16 4 11 42 2 3 475 16 49 16 157
split_gain=6.66798 5.81737 5.05132 3.6785 3.62918 6.28034 4.27996 3.23927 1.48142 6.13934 1.91387 1.60365 1.37168 1.66123 3.10615 2.07316 1.09936
threshold=-1.0000000180025095e-35 0.027395000000000006 0.25089000000000006 0.092845000000000025 0.41110500000000005 -0.062739999999999976 -0.072359999999999994 -0.50946499999999995 1.0000000180025095e-35 0.083825000000000024 0.089545000000000013 -0.13117499999999996 -0.085719999999999977 0.044620000000000007 0.12372500000000002 -0.00083999999999999993 -0.013599999999999999
decision_type=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 -5 -2 11 10 -10 -9 16 15 -15 -14 -13
right_child=2 -3 -4 4 -6 -7 -8 8 9 -11 -12 12 13 14 -16 -17 -18
leaf_value=0.0028514464294678121 0.0045682321980423952 -0.0023956066499648942 -0.00097804547608994663 -0.00032326993379454581 0.0028673941634182218 -0.0024898702960903206 0.0031804683428156145 0.00063891846125809382 0.00032224967727901622 0.0056239124612717205 0.0027877764841538768 0.0040263753264992465 0.0021034180313097769 0.0018240516343191106 -0.00083640697974642325 0.0035063592764011243 0.002077769902768116
leaf_weight=102 58 52 52 82 57 70 63 77 55 62 78 68 1554 325 52 116 53
leaf_count=102 58 52 52 82 57 70 63 77 55 62 78 68 1554 325 52 116 53
internal_value=0 0.000772723 0.00213984 0.00121353 0.000598912 -1.9979e-06 0.0011983 0.00220479 0.00214856 0.00299522 0.00176901 0.00207497 0.00212593 0.00206394 0.00145681 0.00220093 0.00317375
internal_weight=0 426 2550 374 272 215 145 2498 2440 195 133 2245 2168 2047 377 1670 121
internal_count=2976 426 2550 374 272 215 145 2498 2440 195 133 2245 2168 2047 377 1670 121
is_linear=0
shrinkage=0.0101119


Tree=1685
num_leaves=16
num_cat=0
split_feature=15 401 147 12 14 0 3 0 403 13 0 3 16 12 15
split_gain=3.61853 4.25223 2.13126 2.62568 2.48525 2.24721 3.11682 2.42432 3.04932 2.08 1.76588 1.59455 1.41079 1.25284 0.322086
threshold=-0.2987999999999999 0.086390000000000008 0.090425000000000019 0.12631000000000003 0.084545000000000009 -0.13619499999999998 -0.077754999999999977 -0.086274999999999977 0.07955000000000001 -0.10939499999999998 -0.10998999999999999 -0.0096849999999999974 -0.083144999999999983 0.086115000000000011 0.087825000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 5 6 -2 9 -9 -7 -1 -12 -8 -3 -15
right_child=1 13 -4 -5 -6 7 12 8 -10 -11 11 -13 -14 14 -16
leaf_value=0.0014848164934837746 -0.0012872592044194421 0.0035450815131924628 -0.00016835273872580522 -0.00040968425863503646 0.0031523951984190422 0.0033389921138324372 0.00038507572448510393 0.001246852422315263 -0.00044651176726258536 0.0016323099355785118 0.0005099447226408531 -0.0011777883255137183 0.0017988739411969438 0.0015873805007227109 0.0023909166845351658
leaf_weight=55 57 58 83 70 52 59 125 1366 84 552 87 80 91 65 90
leaf_count=55 57 58 83 70 52 59 125 1366 84 552 87 80 91 65 90
internal_value=0 0.00128917 0.00119084 0.00123682 0.00128516 0.00124352 0.000507173 0.00134101 0.00114869 0.00179726 0.000143275 -0.000297998 0.00098113 0.00246085 0.00205454
internal_weight=0 2752 2539 2456 2386 2334 273 2061 1450 611 222 167 216 213 155
internal_count=2974 2752 2539 2456 2386 2334 273 2061 1450 611 222 167 216 213 155
is_linear=0
shrinkage=0.00863042


Tree=1686
num_leaves=18
num_cat=0
split_feature=2 106 14 52 3 0 49 11 9 49 39 39 402 3 402 49 0
split_gain=3.44221 2.97902 3.14682 2.8827 2.38327 2.22775 3.54941 2.51503 3.51146 2.45915 1.8424 1.95046 1.62514 3.03884 1.72618 1.39611 1.69961
threshold=0.11504500000000002 0.085650000000000018 0.073890000000000011 -0.40011499999999994 -0.10519499999999998 -0.13409999999999997 0.047620000000000003 0.089795000000000014 1.0000000180025095e-35 -0.028049999999999995 0.10262 0.0095750000000000019 0.089220000000000008 -0.15500999999999998 0.10449000000000001 0.094245000000000009 -0.11073999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 -5 6 9 8 12 -1 11 15 13 -7 -14 16 -6
right_child=3 -3 -4 4 10 7 -8 -9 -10 -11 -12 -13 14 -15 -16 -17 -18
leaf_value=0.00049376315814919462 0.0021460943499820449 -0.00077362527539804314 0.0026419178521356456 -0.0015011433738854238 0.0017765395441934385 -0.0008169478836397813 0.0020075778870645372 -0.00056763719766455526 0.0029728440920838268 -0.0015995025786963814 -0.0009724591619160079 0.0019785990680381872 0.0028194088457314118 0.001112401197018097 0.0012664010044799016 -0.00068463537414026343 3.0828643784673503e-05
leaf_weight=93 52 58 91 57 62 58 59 57 74 66 62 57 76 1737 141 73 101
leaf_count=93 52 58 91 57 62 58 59 57 74 66 62 57 76 1737 141 73 101
internal_value=0 0.00108361 0.00112757 0.000305604 7.3094e-05 0.00106917 0.000269724 0.00115045 0.00119744 -0.000374583 0.000326108 0.000601193 0.0011321 0.00105001 0.00181072 0.000268139 0.000695385
internal_weight=0 2510 2452 464 412 2361 218 2143 2086 159 355 293 2012 1795 217 236 163
internal_count=2974 2510 2452 464 412 2361 218 2143 2086 159 355 293 2012 1795 217 236 163
is_linear=0
shrinkage=0.00829529


Tree=1687
num_leaves=15
num_cat=0
split_feature=4 147 51 48 4 4 48 15 1444 402 1212 1204 16 48
split_gain=2.51807 2.4438 3.37359 1.95396 1.802 1.99399 1.66748 4.77881 2.04943 1.31036 1.7967 1.28519 0.55573 0.341241
threshold=0.41315500000000005 0.090750000000000011 0.14560000000000003 0.11362000000000001 0.50996500000000011 0.5567700000000001 0.093225000000000016 -0.082809999999999981 -0.069054999999999991 -0.0065149999999999991 0.089955000000000021 -0.076059999999999989 -0.45743999999999996 0.10145000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 12 -6 8 13 -1 10 -10 -11 -2 -8
right_child=4 -3 -4 -5 5 -7 7 -9 9 11 -12 -13 -14 -15
leaf_value=0.0029048819127996967 -0.00022964519713018791 -0.00072381018337344899 -0.00083506790139796928 0.0025463509908528756 0.0019335360565352821 -0.00026366975708836044 0.0017173783837989018 -0.0022500964018638795 0.002022367689374457 -8.8235494931498764e-05 0.00041777370062100335 0.0010480391154799769 -0.0015286813824228452 0.00069710212600069177
leaf_weight=58 66 72 83 84 69 82 60 52 260 95 84 1794 55 60
leaf_count=58 66 72 83 84 69 82 60 52 260 95 84 1794 55 60
internal_value=0 0.0010073 0.00105473 0.00111635 4.50509e-05 0.000739678 0.00106754 0.000161999 0.00113548 0.00108948 0.00163084 0.000990841 -0.000820957 0.00120809
internal_weight=0 2702 2630 2547 272 151 2463 172 2291 2233 344 1889 121 120
internal_count=2974 2702 2630 2547 272 151 2463 172 2291 2233 344 1889 121 120
is_linear=0
shrinkage=0.00952868


Tree=1688
num_leaves=19
num_cat=0
split_feature=1375 1 4 0 0 13 401 401 15 0 13 15 13 13 4 0 3 2
split_gain=2.29385 1.97003 3.09795 2.32216 3.14105 2.4659 1.63219 1.8714 1.51099 4.0929 2.28068 1.63946 1.52096 1.89216 1.03827 1.17472 0.535318 0.612634
threshold=-0.16449999999999998 0.11374000000000002 -0.041239999999999992 -0.11073999999999999 -0.16423499999999996 -0.094609999999999986 0.086390000000000008 1.0000000180025095e-35 -0.13783499999999996 -0.094949999999999993 -0.16392499999999996 -0.21242999999999998 -0.11760499999999999 -0.091149999999999995 0.10686000000000001 -0.051824999999999989 -0.081534999999999982 0.087815000000000018
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 8 9 11 -10 -2 -12 -14 -7 -16 -8 -18
right_child=1 2 3 5 -6 14 16 -9 10 -11 12 -13 13 -15 15 -17 17 -19
leaf_value=-0.0012779273900904845 0.0018626155355533759 0.002599197582158725 -0.00065821986864950837 -0.0026160216716009954 0.0027560148875701855 -0.0010060889036256635 0.0024665526542135448 -0.00096048995627468295 -0.0012040295465151122 -4.6050741713278735e-05 0.00266611631487989 0.004386315225125355 -0.00044832269865157515 0.00095618282098038489 -0.00035284501255558804 0.0015843505307939492 0.0021708996293979994 0.00066121791588628876
leaf_weight=54 56 52 54 52 61 87 89 56 55 73 52 54 108 1818 82 56 56 59
leaf_count=54 56 52 54 52 61 87 89 56 55 73 52 54 108 1818 82 56 56 59
internal_value=0 0.00086662 0.000233645 -7.98714e-05 0.00115185 -0.000591634 0.000980082 0.000900637 0.000947718 0.00184593 0.000866812 0.00310252 0.000924449 0.000877368 -0.000123286 0.000432465 0.00186434 0.00139732
internal_weight=0 2920 444 392 115 277 2476 2272 2216 183 2033 110 1978 1926 225 138 204 115
internal_count=2974 2920 444 392 115 277 2476 2272 2216 183 2033 110 1978 1926 225 138 204 115
is_linear=0
shrinkage=0.0103142


Tree=1689
num_leaves=27
num_cat=0
split_feature=4 12 2 2 2 4 4 2 2 4 2 12 52 15 0 0 151 11 475 1446 12 4 0 133 0 0
split_gain=155.344 53.5189 21.0336 20.6187 13.9119 17.4794 9.09187 8.39938 6.35561 5.28115 4.12775 3.95685 3.60312 3.43039 3.16003 2.51083 4.16991 4.9949 3.36147 2.84204 1.93983 1.8202 1.28248 1.16645 1.05135 0.553975
threshold=0.31392000000000003 0.056995000000000011 0.12750000000000003 0.10859000000000001 0.072175000000000017 -1.0000000180025095e-35 -0.082619999999999985 0.088735000000000022 0.12860500000000002 0.032770000000000001 0.14132000000000003 0.089995000000000006 -0.063199999999999992 -0.42075999999999997 -0.14755499999999996 -0.082914999999999975 -0.085489999999999997 1.0000000180025095e-35 -0.08230999999999998 1.0000000180025095e-35 0.085785000000000014 -0.47860499999999995 -0.105195 0.093405000000000016 0.0040950000000000005 -0.093374999999999986
decision_type=2 2 2 2 2 2 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 -8 22 15 12 -11 -5 -10 -9 16 -3 20 -17 21 -18 -20 -2 25 -24 -13
right_child=8 2 -4 10 6 -7 7 14 13 11 -12 23 -14 -15 -16 18 17 -19 19 -21 -22 -23 24 -25 -26 -27
leaf_value=0.0012108550613122251 0.0018123592190691287 0.0030492841556875911 0.0019977780419364582 0.0015530893353002369 0.003711012740913375 0.0030965666836268867 0.0035367332989455001 0.001979716838344222 0.001254559951061908 0.0034620086601299845 0.0012004380603946561 0.0027903543328342568 0.0024214840075125147 0.0004241995383121113 0.002795506152428206 0.0038175355552795835 0.0033506675177478462 0.0043003073640475531 0.0037605350591139431 0.0027664282730201196 0.0036267156852582338 0.003290801511367499 0.0011679531802824663 0.0025635796859440432 0.0016638651492540339 0.0031414569535629148
leaf_weight=64 95 102 70 54 93 55 56 59 69 91 55 52 62 53 56 78 250 54 54 60 411 751 52 64 52 62
leaf_count=64 95 102 70 54 93 55 56 59 69 91 55 52 62 53 56 78 250 54 54 60 411 751 52 64 52 62
internal_value=0 0.00314114 0.00332008 0.00246312 0.00277929 0.00208262 0.00309323 0.00275708 0.00133514 0.00336568 0.00175483 0.00304483 0.00201746 0.000894044 0.0023772 0.00341471 0.00351477 0.00358114 0.00332799 0.00328381 0.00352235 0.00332234 0.00160543 0.00283141 0.00141616 0.00298153
internal_weight=0 2653 2099 554 383 119 264 171 321 2029 171 269 116 122 115 1760 817 715 943 865 661 805 199 178 104 114
internal_count=2974 2653 2099 554 383 119 264 171 321 2029 171 269 116 122 115 1760 817 715 943 865 661 805 199 178 104 114
is_linear=0
shrinkage=0.0024518


Tree=1690
num_leaves=17
num_cat=0
split_feature=10 9 0 157 150 16 160 16 48 0 160 12 123 13 1420 13
split_gain=4.855 4.09224 2.86659 4.61541 3.21111 3.54613 3.52678 2.59668 1.61302 4.92338 3.07462 2.12989 2.89773 2.09589 1.54154 0.484284
threshold=-0.089679999999999982 -1.0000000180025095e-35 -0.10071499999999999 -0.074904999999999985 0.088985000000000009 -0.014129999999999998 0.085305000000000006 -0.095564999999999983 0.092745000000000008 -0.070134999999999989 -0.54784999999999984 -0.038859999999999992 1.0000000180025095e-35 0.25472500000000003 -0.081689999999999985 -0.080519999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 10 15 -4 12 -12 14 -13 -10
right_child=1 2 8 4 -6 -7 -8 -9 9 -11 11 13 -14 -15 -16 -17
leaf_value=-0.0015843568318623981 -0.0014592834752498408 -0.0025537520332483228 0.0034852047567446331 0.00052538732648553163 -0.0010465873210013926 0.0030306868503433577 0.0027250786276859147 -0.0019503161242727892 0.00084756087864339331 -0.0017744319777036419 0.0038192480009819297 0.0027376202846651739 0.0007722673791764501 -0.00096697652752531275 0.001001804177362416 0.0021948578536182574
leaf_weight=87 77 54 56 219 102 70 61 54 53 78 66 54 62 54 1756 57
leaf_count=87 77 54 56 219 102 70 61 54 53 78 66 54 62 54 1756 57
internal_value=0 0.000839872 0.000903228 0.000255997 0.000556065 0.000960962 0.000526864 3.52923e-05 0.00106528 0.000168202 0.00114757 0.0010818 0.00234421 0.000995055 0.00105365 0.00154669
internal_weight=0 2873 2796 560 506 404 334 273 2236 188 2048 1992 128 1864 1810 110
internal_count=2960 2873 2796 560 506 404 334 273 2236 188 2048 1992 128 1864 1810 110
is_linear=0
shrinkage=0.0101119


Tree=1691
num_leaves=14
num_cat=0
split_feature=4 14 148 4 0 132 15 12 12 1429 3 3 51
split_gain=3.70637 6.2171 3.36489 3.4576 2.64965 2.06764 2.14994 3.71025 2.84491 4.01659 2.06802 1.9833 1.59527
threshold=0.51292000000000015 -0.23835999999999999 -0.088299999999999976 0.31392000000000003 -0.087734999999999994 -0.26605999999999996 0.0047550000000000005 0.023990000000000004 0.083885000000000015 0.083960000000000021 -0.15105999999999997 -0.026279999999999998 0.12657000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -2 -4 8 -8 9 -7 -9 -5 -10
right_child=4 2 3 11 -6 6 7 10 12 -11 -12 -13 -14
leaf_value=0.0035554444246947143 0.00046827642729729623 -0.001849312853498183 0.0026009672336148844 -0.0023743432440727205 -0.0024559804361958264 0.00015568841811200397 0.0030071619867525169 0.0027552267676565529 0.00066395783960882925 -0.0026890378978428275 0.00076248270688005361 0.00016098578239100985 0.0023507330706681174
leaf_weight=73 58 53 58 54 64 431 86 54 848 55 998 69 59
leaf_count=73 58 53 58 54 64 431 86 54 848 55 998 69 59
internal_value=0 0.000699472 0.000624032 0.000672407 -0.00106489 0.000749585 0.000707117 0.00102686 0.000445829 -0.000166028 0.000864872 -0.000951225 0.000773799
internal_weight=0 2838 2765 2712 122 2589 2531 1138 1393 486 1052 123 907
internal_count=2960 2838 2765 2712 122 2589 2531 1138 1393 486 1052 123 907
is_linear=0
shrinkage=0.00991364


Tree=1692
num_leaves=26
num_cat=0
split_feature=4 3 3 376 4 12 3 4 3 42 52 12 15 15 3 3 52 12 52 13 12 15 52 13 12
split_gain=172.205 59.2263 29.7908 17.6346 15.0829 11.1726 9.85856 9.12681 15.9002 7.84802 6.4589 4.43492 3.68971 5.24568 9.56109 9.5598 9.60499 3.7433 3.92669 1.79502 1.9224 1.74282 1.66895 1.06206 0.340188
threshold=0.31392000000000003 -0.039864999999999991 0.28833000000000003 0.076485000000000011 -0.15615999999999999 0.12631000000000003 0.35004500000000011 -0.0058699999999999994 0.093925000000000022 0.086375000000000021 -0.043914999999999989 -0.080929999999999988 -0.10020499999999997 0.039965000000000007 -0.11372999999999998 -0.15288999999999997 -0.23682999999999996 0.093670000000000017 -0.016329999999999997 -0.094359999999999986 0.088245000000000004 -0.43587999999999999 -0.018824999999999998 -0.049204999999999992 0.090165000000000009
decision_type=2 2 2 2 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 12 9 -6 10 21 -9 -11 22 15 -15 16 -14 18 -17 -16 -21 -2 -1 -19 -24
right_child=6 2 -4 -5 7 -7 -8 8 -10 11 -12 -13 13 14 19 17 -18 23 -20 20 -22 -23 24 -25 -26
leaf_value=0.0043974998473822529 0.0023800126983100855 0.0040362402971520911 0.00097877855744009173 0.0019257891144371954 0.0021261446545989683 0.0024682014576886267 0.00038217868874326652 0.0029542942552033854 0.0021493275034460283 0.0016475344151690718 0.0041292459631369245 0.00061230185111416351 0.003503277820650639 0.0046026765606234114 0.0032290726080228104 0.0035033554079430323 0.0019828528656014267 0.0031534117837103614 0.00395982869827216 0.0038679006573404413 0.0036150309948763241 0.0017794456943427493 0.0040027031560833605 0.0035233688537432573 0.0037260035491144101
leaf_weight=56 54 97 62 101 84 54 55 52 71 52 82 61 59 84 56 281 54 130 237 339 530 85 62 92 70
leaf_count=56 54 97 62 101 84 54 55 52 71 52 82 61 59 84 56 281 54 130 237 339 530 85 62 92 70
internal_value=0 0.00343936 0.00267813 0.00289441 0.00314779 0.00363798 0.00138087 0.00284949 0.00314575 0.00159873 0.0036735 0.00108894 0.00366878 0.00363355 0.00376087 0.00348291 0.00277695 0.00359067 0.00371226 0.0036844 0.00371371 0.00201296 0.00401757 0.00330685 0.00385618
internal_weight=0 2653 549 487 386 2104 307 289 205 252 134 113 2050 1862 1009 853 113 740 518 925 869 139 188 222 132
internal_count=2960 2653 549 487 386 2104 307 289 205 252 134 113 2050 1862 1009 853 113 740 518 925 869 139 188 222 132
is_linear=0
shrinkage=0.00260187


Tree=1693
num_leaves=10
num_cat=0
split_feature=3 9 48 147 40 124 4 124 47
split_gain=4.0316 2.69842 2.38871 3.65372 1.67524 2.3547 2.38322 2.00108 1.18225
threshold=0.31966500000000003 -1.0000000180025095e-35 -0.088899999999999993 0.089245000000000005 -0.079289999999999985 -0.011675 0.40736500000000003 -0.081719999999999987 0.11114000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 -6 8 -4 -7
right_child=-2 2 3 -5 5 6 -8 -9 -10
leaf_value=-0.00098312726439253768 -0.0013221784448873212 0.0026224686270652827 -0.0013650498052203972 -0.0012816764203795845 0.0024380251375779151 0.00090813559385544672 -0.0006131017704885522 0.00088549156484454947 -3.5615951195810441e-05
leaf_weight=78 86 60 67 76 79 2221 100 71 122
leaf_count=78 86 60 67 76 79 2221 100 71 122
internal_value=0 0.000730128 0.000777958 0.000737472 0.000795199 0.000850047 0.000798655 -0.00020644 0.000858952
internal_weight=0 2874 2796 2736 2660 2522 2443 138 2343
internal_count=2960 2874 2796 2736 2660 2522 2443 138 2343
is_linear=0
shrinkage=0.00934185


Tree=1694
num_leaves=26
num_cat=0
split_feature=1 12 1 1 16 14 0 12 13 12 15 0 16 15 13 13 1 1 12 12 51 16 52 13 12
split_gain=198.934 53.3672 50.5203 12.742 10.5087 7.67136 5.76783 7.26934 5.40708 5.21949 5.21753 3.67481 4.79223 3.14331 3.12492 3.10863 3.09945 4.98614 4.80302 3.05792 2.43011 2.42856 1.48105 1.41198 0.90532
threshold=0.12313000000000002 0.056995000000000011 0.09258000000000001 0.15618500000000002 0.062500000000000014 0.073890000000000011 -0.12851999999999997 0.09253500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0039399999999999991 -0.05461499999999999 0.052690000000000008 -0.097454999999999986 -0.09057999999999998 -0.0094049999999999984 0.078705000000000011 0.087225000000000011 -0.064689999999999984 -0.081654999999999991 0.11178000000000002 -0.11227499999999999 -0.068039999999999975 0.0048350000000000008 0.087355000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 16 4 8 6 -3 11 19 15 13 12 23 -11 -9 22 18 -18 -1 -2 21 -16 -4 -8 -14
right_child=3 5 9 -5 -6 -7 7 14 -10 10 -12 -13 24 -15 20 -17 17 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0036759724110380799 0.0010601405983555732 0.0026194961948407753 0.0014879802260079819 -0.00015789697698428848 0.0022623040694795754 0.0043123894432209806 0.0036026705703520704 0.0026126021399111919 0.0016387598538684734 0.0023583052363061389 0.002883984866833523 0.0042108001724801888 0.0032703904067659644 0.0014963812974036091 0.0027880343210935814 0.001031441722817739 0.0041940592334612972 0.0031777296089353689 0.0025704842018956608 0.0002701791250994815 0.0027689654838872505 0.0033731851934698568 0.0021032710660904546 0.0031662921777355232 0.0027967861772074279
leaf_weight=53 68 61 53 53 54 66 1003 52 56 53 52 56 52 63 53 54 70 62 54 65 59 579 54 54 61
leaf_count=53 68 61 53 53 54 66 1003 52 56 53 52 56 52 63 53 54 70 62 54 65 59 579 54 54 61
internal_value=0 0.00324608 0.00253847 0.000997545 0.00124967 0.00343782 0.00340937 0.00343383 0.000960197 0.00187692 0.00219812 0.00355713 0.00352582 0.00189043 0.00323035 0.00154157 0.00344904 0.0037169 0.00311832 0.000674278 0.00327679 0.00332416 0.00179876 0.0035804 0.00301497
internal_weight=0 2664 568 296 243 2096 2030 1969 189 329 168 1226 1170 116 743 161 239 132 107 133 691 632 107 1057 113
internal_count=2960 2664 568 296 243 2096 2030 1969 189 329 168 1226 1170 116 743 161 239 132 107 133 691 632 107 1057 113
is_linear=0
shrinkage=0.00260187


Tree=1695
num_leaves=14
num_cat=0
split_feature=9 33 9 0 16 160 160 148 2 160 49 16 16
split_gain=2.92081 3.33563 2.48113 2.1619 4.2172 3.1063 1.69099 1.68683 1.46984 1.44102 1.52605 1.14866 0.848494
threshold=0.093040000000000012 1.0000000180025095e-35 -0.084439999999999987 -0.10998999999999999 -0.014854999999999998 -0.010749999999999997 0.091625000000000026 -0.082084999999999977 -0.0098549999999999974 -0.53327999999999987 0.099620000000000014 -0.24404999999999996 0.014185000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 11 -5 -9 -10 -11 -7 -6
right_child=-2 -3 3 7 12 6 -8 8 9 10 -12 -13 -14
leaf_value=-0.0013183181921780477 -0.0015166283461392187 0.0033200132916001955 0.0021929040126352235 0.0025407620885416872 -0.0024325622548369025 0.00034665600608183521 0.0015606752518502822 -0.00049514490453791808 -0.00028883307858840201 0.001097506949523216 0.00023473392315179472 -0.001108093180966764 -0.00064667039299806835
leaf_weight=54 53 52 102 64 52 133 67 71 88 1882 226 89 53
leaf_count=54 53 52 102 64 52 133 67 71 88 1882 226 89 53
internal_value=0 0.000830892 0.000785928 0.00082616 0.00023156 0.000705453 0.000180105 0.000952636 0.000907755 0.000953161 0.00100506 -0.000236078 -0.00153212
internal_weight=0 2933 2881 2827 496 391 289 2331 2267 2196 2108 222 105
internal_count=2986 2933 2881 2827 496 391 289 2331 2267 2196 2108 222 105
is_linear=0
shrinkage=0.00991364


Tree=1696
num_leaves=24
num_cat=0
split_feature=1 1 52 2 133 123 1 1 447 2 2 13 16 484 150 43 16 1 52 13 42 157 43
split_gain=141.824 33.4823 16.2823 17.0981 12.8796 12.5561 10.713 8.15479 7.25361 5.99645 5.08299 4.12775 4.02359 3.89684 4.8892 13.818 4.74091 4.42516 4.27531 2.85412 2.55433 1.46964 1.05919
threshold=0.10575500000000002 0.13686500000000004 -0.40011499999999994 1.0000000180025095e-35 0.085895000000000013 1.0000000180025095e-35 0.15720500000000001 0.11561500000000001 0.086460000000000023 0.11585500000000001 0.13270000000000001 -0.014549999999999999 -0.33811499999999994 -0.085034999999999986 0.083435000000000023 -0.015924999999999998 -0.083614999999999981 0.077845000000000011 0.28122000000000008 -0.052719999999999996 0.083785000000000012 -0.08262499999999999 -0.080859999999999974
decision_type=2 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 7 8 19 -4 9 13 12 -11 -5 20 16 21 17 -15 -18 -3 -1 -16 -22
right_child=1 6 3 10 -6 -7 -8 -9 -10 11 -12 -13 -14 14 15 -17 18 -19 -20 -21 22 -23 -24
leaf_value=0.0039128373051400163 0.0033939720109728124 0.00097542521706528874 0.0037918617325256713 0.0017200491372035835 0.0016522449601463372 0.0022369358350535643 -1.0142941946714317e-05 0.0024229844541947985 0.0022406461988689302 0.0030489132631165007 0.0020892247681081324 0.0021649273216409709 0.00096410157045271662 0.0032414379492505586 0.002966796794564539 0.0017477203179221484 0.0031396654694541312 0.0037449611714303532 0.0026566146079291929 0.0017063241910534549 0.0035113323898951039 0.0035525279622067689 0.0030528296411335225
leaf_weight=64 55 76 52 82 57 101 54 53 55 67 77 61 88 461 53 56 978 137 125 56 70 52 56
leaf_count=64 55 76 52 82 57 101 54 53 55 67 77 61 88 461 53 56 978 137 125 56 70 52 56
internal_value=0 0.00178849 0.00214085 0.00197227 0.00259151 0.00308343 0.000909348 0.00310115 0.00312167 0.00314389 0.00156602 0.00262784 0.00132889 0.00317606 0.0031418 0.00273228 0.00318055 0.00335684 0.00308495 0.0012857 0.00351171 0.00325712 0.00330776
internal_weight=0 650 464 409 162 2336 186 105 2235 2180 247 128 170 2052 1862 161 1701 598 1103 132 190 105 126
internal_count=2986 650 464 409 162 2336 186 105 2235 2180 247 128 170 2052 1862 161 1701 598 1103 132 190 105 126
is_linear=0
shrinkage=0.0024518


Tree=1697
num_leaves=30
num_cat=0
split_feature=4 12 13 12 4 15 133 48 52 16 14 0 12 11 0 16 4 156 52 133 156 483 15 4 52 15 43 4 43
split_gain=188.395 64.2684 29.7986 18.4987 17.3207 23.8978 14.1444 8.69797 8.03784 9.49491 22.1764 7.0249 5.69165 5.22739 6.64148 4.85615 4.64244 3.10396 2.94397 2.4872 2.1198 2.00844 1.71136 1.65085 1.31284 1.11287 1.338 1.1125 0.385726
threshold=0.27420500000000009 0.056995000000000011 -1.0000000180025095e-35 0.11878500000000002 -0.078249999999999986 -0.097794999999999979 -0.0024649999999999997 0.090135000000000007 0.042815000000000006 -0.47730499999999992 -0.41608999999999996 -0.066734999999999975 0.093245000000000008 1.0000000180025095e-35 -0.11167499999999998 -0.010034999999999999 -0.066714999999999983 0.083840000000000012 0.11628500000000001 0.066685000000000008 0.088735000000000022 0.089065000000000019 -0.18498499999999998 -0.033649999999999992 -1.0000000180025095e-35 -0.083029999999999979 -0.0085699999999999995 0.046185000000000004 -0.041049999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 12 17 -6 -1 23 9 22 -11 -5 13 14 -3 -7 18 -4 19 24 21 -16 -2 -8 -14 -18 27 -27 -21
right_child=8 3 4 11 5 15 7 -9 -10 10 -12 -13 16 -15 20 -17 25 -19 -20 28 -22 -23 -24 -25 -26 26 -28 -29 -30
leaf_value=0.0030336803007134797 0.0021387164556617875 0.0028653237523236204 0.0035522415926320487 0.0032242713896352081 0.0040327601618164038 0.0026404133670564888 0.0024672352163334636 0.0011168617754895821 0.0021759725758100455 0.0020005575348963234 8.6277753332922303e-05 0.0019786820950997994 0.0038129146952799865 0.0042999781710093103 0.0037822285191769951 0.0016982285389252395 0.0034889582341270024 0.0043683834027015466 0.0031771624331930737 0.0037009181230898401 0.0032963369063353041 0.0034051069377883454 0.0015685912219310827 0.0018798132162060842 0.0043371464029322692 0.0034295028163369655 0.0028955443701771805 0.0030244700659485717 0.0034072965983421399
leaf_weight=65 53 54 56 53 57 62 54 78 85 61 82 52 61 88 1059 65 96 53 54 54 63 90 73 58 53 118 70 61 58
leaf_count=65 53 54 56 53 57 62 54 78 85 61 82 52 61 88 1059 65 96 53 54 54 63 90 73 58 53 118 70 61 58
internal_value=0 0.00339905 0.00266638 0.0035917 0.00318946 0.00273918 0.00206526 0.00173382 0.00153115 0.0013273 0.000903038 0.00260765 0.00364389 0.00373171 0.00369219 0.00215839 0.00345361 0.00394932 0.00368428 0.00380534 0.00372901 0.00375271 0.00180861 0.00216326 0.00405686 0.00326632 0.00318038 0.00329162 0.00354909
internal_weight=0 2632 548 2084 293 184 255 190 354 269 143 105 1979 1354 1266 127 625 109 280 226 1212 1149 126 112 114 345 249 179 112
internal_count=2986 2632 548 2084 293 184 255 190 354 269 143 105 1979 1354 1266 127 625 109 280 226 1212 1149 126 112 114 345 249 179 112
is_linear=0
shrinkage=0.00240373


Tree=1698
num_leaves=25
num_cat=0
split_feature=1 3 3 1 12 2 2 3 3 14 3 16 1 52 12 3 16 3 52 483 2 12 16 2
split_gain=235.227 58.59 30.8263 21.6033 23.4381 15.6924 13.3254 13.2196 10.7586 9.39375 7.20553 6.35418 5.71732 5.66363 5.32543 4.37144 4.12153 3.72986 2.68876 2.18053 1.88222 1.44917 0.975894 0.424955
threshold=0.10575500000000002 -0.049204999999999992 0.3148450000000001 0.094715000000000008 0.086085000000000009 0.098655000000000007 0.10656 -1.0000000180025095e-35 0.076825000000000018 0.064610000000000015 -0.13117499999999996 -0.013359999999999999 0.11617500000000001 -0.092084999999999986 -0.089399999999999993 0.143375 -0.072359999999999994 0.088880000000000015 0.024870000000000003 0.091400000000000009 0.090020000000000017 0.093910000000000007 -0.037309999999999989 0.10669500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 8 5 7 9 12 -5 14 10 -1 18 -2 21 -3 -10 -16 19 -7 20 -12 -13 -6 -20
right_child=1 2 -4 4 22 11 -8 -9 15 -11 17 13 -14 -15 16 -17 -18 -19 23 -21 -22 -23 -24 -25
leaf_value=0.0025327461345437566 0.0036741115899760687 0.0016055918874330148 -0.00034454519126923225 0.00088333615750617984 0.0030101317777247597 0.0027182051739319387 0.0018513251458306915 0.0025784894289461258 0.0022816164958128549 0.0042700161091266684 0.0035117750844791224 0.0031863365679701779 0.0025755799882047998 0.0019907488552952436 0.00021571944315973708 0.0013588785348585771 0.0010829512147660745 0.0028120688625531331 0.0035506024754914599 0.0030347239031844825 0.0032932452324968939 0.0025847518101647007 0.0034560529684697287 0.0032472284631843164
leaf_weight=64 60 54 95 62 59 61 99 58 73 80 1062 54 64 80 69 62 74 66 53 85 345 52 74 81
leaf_count=64 60 54 95 62 59 61 99 58 73 80 1062 54 64 80 69 62 74 66 53 85 345 52 74 81
internal_value=0 0.00149005 0.000936495 0.00322506 0.00252074 0.00331059 0.00254986 0.00170289 0.00130314 0.00341543 0.00337326 0.00284221 0.00310735 0.00250421 0.000922738 0.00185804 0.000664687 0.00340777 0.00316447 0.0034341 0.00345821 0.00289148 0.00325844 0.00336742
internal_weight=0 650 427 2336 253 2083 223 120 332 1702 1622 381 124 186 197 135 143 1558 195 1492 1407 106 133 134
internal_count=2986 650 427 2336 253 2083 223 120 332 1702 1622 381 124 186 197 135 143 1558 195 1492 1407 106 133 134
is_linear=0
shrinkage=0.00255085


Tree=1699
num_leaves=15
num_cat=0
split_feature=1 0 16 160 160 12 0 123 34 480 1209 43 15 0
split_gain=5.21907 2.67189 2.92253 2.54562 1.87534 2.20596 2.14031 1.51366 2.33926 1.41766 1.36894 1.25743 1.2355 1.19243
threshold=0.15720500000000001 -0.11073999999999999 -0.014854999999999998 -0.010749999999999997 0.085305000000000006 0.089485000000000023 -0.19166999999999998 0.088795000000000013 -0.083799999999999986 -0.040684999999999992 -0.079544999999999991 -0.43328499999999998 0.089125000000000024 -0.062714999999999979
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 -3 -10 -11 -12 -13 -9
right_child=-2 7 -4 4 -6 -7 -8 13 9 10 11 12 -14 -15
leaf_value=0.0022287075124414078 -0.0017946390050872579 0.0031329282153201407 -0.00087756963163714019 0.00097253603338309823 0.0016272008206435645 0.001667838131097571 -0.0013832942221745799 0.0011990754819349461 -2.8462857862263942e-05 1.4220862936461365e-05 0.0025531679034556409 0.0012298655615409092 0.0017809565347421626 -0.00077643366940326382
leaf_weight=102 54 67 102 53 91 53 103 57 68 66 84 1545 487 54
leaf_count=102 54 67 102 53 91 53 103 57 68 66 84 1545 487 54
internal_value=0 0.00119411 0.000562408 0.000928028 0.000485458 -1.11771e-05 -0.000582264 0.00132519 0.00137728 0.00132495 0.00136718 0.00140933 0.00136199 0.000237101
internal_weight=0 2932 504 402 300 209 156 2428 2317 2250 2182 2116 2032 111
internal_count=2986 2932 504 402 300 209 156 2428 2317 2250 2182 2116 2032 111
is_linear=0
shrinkage=0.00952868


Tree=1700
num_leaves=18
num_cat=0
split_feature=44 3 12 3 151 4 4 48 160 41 133 157 3 4 3 12 12
split_gain=3.20624 2.84367 2.34446 6.03036 1.65384 1.73663 1.77802 2.83764 2.66907 1.5241 1.40248 1.08839 1.09749 1.58093 0.95882 1.0802 0.392947
threshold=1.0000000180025095e-35 0.31966500000000003 0.084565000000000015 -0.10690999999999999 0.053170000000000002 -0.34140499999999996 -0.019465 0.086410000000000015 -0.014565 0.077915000000000012 0.11667000000000001 -0.14250499999999997 -0.062694999999999987 -0.22295999999999996 -0.090104999999999977 0.10383500000000001 0.095980000000000024
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 -5 8 -8 -7 10 11 -4 13 -13 -12 16 -16
right_child=-2 -3 9 4 -6 6 7 -9 -10 -11 14 12 -14 -15 15 -17 -18
leaf_value=-0.0016892635316483374 0.0034041375394530376 -0.00092487537433117687 0.00026813175774996955 0.0024126660499814859 -0.00040037388034309804 0.0014654676926167771 0.0016597270286864976 5.1885728929325708e-05 -0.00095422587887713942 -0.00011537020658384807 0.0018237125427395186 0.0027868329336615295 0.0024842520850497794 0.001304503748411717 0.00045276430339608509 -0.00065325488174156163 0.0013576793464099299
leaf_weight=96 52 73 77 77 85 73 342 149 105 78 57 72 92 1256 121 65 73
leaf_count=96 52 73 77 77 85 73 342 149 105 78 57 72 92 1256 121 65 73
internal_value=0 0.000968284 0.00101736 0.000616739 0.000883262 0.00102966 0.000870324 0.00117202 3.75375e-05 0.0012137 0.00127094 0.0013952 0.00145624 0.00138495 0.000681927 0.000430245 0.000793808
internal_weight=0 2891 2818 927 831 746 669 491 178 1891 1813 1497 1420 1328 316 259 194
internal_count=2943 2891 2818 927 831 746 669 491 178 1891 1813 1497 1420 1328 316 259 194
is_linear=0
shrinkage=0.00971926


Tree=1701
num_leaves=13
num_cat=0
split_feature=2 1446 16 1 52 8 2 4 2 48 4 12
split_gain=2.6751 2.89133 1.71294 2.87593 1.63677 1.32331 2.43299 1.62192 1.84866 1.77193 2.07885 1.91702
threshold=0.13554000000000002 0.11018500000000002 -0.14239499999999997 0.12500000000000003 0.51578500000000005 0.08573500000000002 -0.054704999999999997 0.40736500000000003 0.11426500000000002 0.081520000000000023 -0.047714999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 6 -1 9 -9 11 -11 -8
right_child=2 -3 3 -5 -6 -7 7 8 -10 10 -12 -13
leaf_value=-0.0006722065475631237 0.00081410200591377005 -0.0012074682138113388 0.00064126869195235269 -0.0020939238300986315 0.0021495622620607883 0.0022912706347516872 -0.00036409189853226593 0.0011427676070022658 -0.0011387463430476059 0.0030723096361202828 0.0012236215959839946 0.00089755999899967295
leaf_weight=86 86 55 59 71 87 54 107 53 68 59 382 1776
leaf_count=86 86 55 59 71 87 54 107 53 68 59 382 1776
internal_value=0 0.000870388 -0.000188081 -0.000851815 0.000913195 0.000871546 0.000841217 0.00089449 -0.000138597 0.00094832 0.00147117 0.000825816
internal_weight=0 2727 216 130 2672 2585 2531 2445 121 2324 441 1883
internal_count=2943 2727 216 130 2672 2585 2531 2445 121 2324 441 1883
is_linear=0
shrinkage=0.00915867


Tree=1702
num_leaves=21
num_cat=0
split_feature=0 43 43 4 43 14 52 43 2 159 1 2 0 1 52 52 0 51 13 133
split_gain=2.04061 4.27703 2.9711 2.78237 2.72374 2.50354 2.47809 2.19902 1.97961 1.37277 1.16694 3.88251 4.63028 1.92061 1.70831 1.9735 1.42419 1.45794 0.963671 0.890043
threshold=-0.062109999999999992 -0.16318499999999997 -0.086874999999999994 -0.39175499999999991 -0.049364999999999992 -0.13131999999999996 -0.15824499999999997 0.018455000000000003 0.14132000000000003 0.11396500000000001 0.083250000000000005 1.0000000180025095e-35 -0.14015999999999998 0.11206000000000001 -0.085924999999999987 -0.011499999999999998 -0.13843999999999998 0.11391500000000002 -0.051009999999999993 0.11667000000000001
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 6 18 -1 -4 -6 9 10 16 14 13 -13 -12 -16 -7 19 -5 -18
right_child=1 2 3 4 7 8 -8 -9 -10 -11 11 12 -14 -15 15 -17 17 -19 -20 -21
leaf_value=0.0027951167631248843 -0.002403055042325848 0.0029182899609063008 7.4617877928438898e-05 0.0019063969925542637 -0.0026202356512404863 0.0026575763190525509 0.0027538118260892279 -1.6150277612826844e-05 -0.0012509023743641602 -0.00046367475349500355 0.0029230078442046424 -0.00027930277234826183 -0.0032554663734836462 0.0020865299850997016 -0.0010493683658146288 0.0012094297619962223 0.0012733665577589904 -0.00071952804251622349 -0.00014110395109795723 0.00044496676768298151
leaf_weight=83 67 56 87 54 82 72 79 74 52 84 60 172 55 54 52 422 1047 52 56 183
leaf_count=83 67 56 87 54 82 72 79 74 52 84 60 172 55 54 52 422 1047 52 56 183
internal_value=0 0.000189792 0.000546017 0.00023823 -0.000455367 0.000926862 0.00135036 -0.00138571 0.000859538 0.0009083 0.000961487 0.000633936 -0.000407182 0.000285468 0.00118201 0.000961383 0.00115856 0.00107428 0.000862971 0.00115021
internal_weight=0 555 488 432 266 2388 166 156 2305 2253 2169 815 281 226 534 474 1354 1282 110 1230
internal_count=2943 555 488 432 266 2388 166 156 2305 2253 2169 815 281 226 534 474 1354 1282 110 1230
is_linear=0
shrinkage=0.0109455


Tree=1703
num_leaves=24
num_cat=0
split_feature=2 39 3 3 2 2 16 2 150 2 16 2 39 3 1447 16 47 2 51 133 133 481 3
split_gain=127.776 59.9921 24.49 24.4745 18.7681 13.8122 13.5261 6.12748 6.93245 5.75934 5.55294 4.68739 4.5736 4.55627 3.1094 2.93865 2.22128 2.13424 1.99285 2.08464 1.60849 0.961143 0.849767
threshold=0.11366500000000002 0.0047850000000000011 0.10766000000000002 0.28833000000000003 -0.007134999999999999 0.13554000000000002 -0.5020199999999998 0.091235000000000024 0.082085000000000019 0.072175000000000017 -0.16956499999999999 0.094985000000000014 0.087880000000000014 -0.11749 -0.086009999999999989 -0.026479999999999997 0.11043500000000002 0.083185000000000023 0.026870000000000002 0.024055000000000003 0.035950000000000003 -0.0087899999999999975 -0.24156999999999998
decision_type=2 2 2 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 -3 6 -2 9 13 10 -1 -6 -7 22 -11 -8 20 -16 19 -15 -12 -19 -9
right_child=3 4 -4 -5 11 12 15 8 -10 14 16 -13 -14 18 17 -17 -18 21 -20 -21 -22 -23 -24
leaf_value=0.0024617276892058009 0.0013818452171064665 0.0011322567101740458 0.0019795998369861365 0.00065305357099915921 0.0030282245111877826 0.0018560027198469269 0.0031590243280075346 0.0033919466303009393 0.0022661869074980757 0.0029040202638042907 0.0033942272237860709 0.0021104459486918706 0.0010260892372775589 0.0027825379887824594 0.0039412663562636806 0.0024984661599263165 0.0028567610547306438 0.0037145292229144445 0.0034062004638153714 0.003151057790363784 0.0030411200235580262 0.0034519175005539465 0.0038325481949603832
leaf_weight=57 55 96 86 94 60 84 65 52 55 52 349 70 71 168 63 99 71 93 78 193 97 782 53
leaf_count=57 55 96 86 94 60 84 65 52 55 52 349 70 71 168 63 99 71 93 78 193 97 782 53
internal_value=0 0.00311965 0.0032383 0.00174991 0.00193882 0.00202552 0.00241433 0.00328833 0.0030811 0.00336769 0.00317561 0.00253423 0.00147601 0.00316344 0.00347903 0.00276043 0.00325427 0.00351088 0.00305548 0.00297963 0.00331749 0.00347986 0.00361459
internal_weight=0 2475 2249 468 226 374 219 2163 599 1564 574 130 155 544 990 164 517 938 439 361 446 875 105
internal_count=2943 2475 2249 468 226 374 219 2163 599 1564 574 130 155 544 990 164 517 938 439 361 446 875 105
is_linear=0
shrinkage=0.00240373


Tree=1704
num_leaves=18
num_cat=0
split_feature=0 43 1429 12 43 12 52 52 160 41 0 43 160 52 130 42 42
split_gain=1.73795 4.90205 2.0264 1.77364 1.51663 1.49966 2.51362 2.20241 1.51196 1.50823 1.94506 2.87355 1.48777 1.71596 1.33825 1.24233 0.914373
threshold=0.040570000000000002 -0.084534999999999985 0.094555000000000014 -0.14750499999999997 -0.23287499999999997 0.083985000000000018 0.11628500000000001 -0.15365999999999999 -0.085134999999999975 0.082560000000000008 -0.098064999999999986 0.084740000000000024 -0.0080249999999999991 -0.15086999999999998 -1.0000000180025095e-35 0.11382000000000002 -0.12317999999999998
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 14 6 7 -6 -9 10 11 -7 -3 -14 -5 -12 -16
right_child=1 12 -4 4 5 9 -8 8 -10 -11 15 -13 13 -15 16 -17 -18
leaf_value=0.0021186308523536263 -0.0020982739051121019 0.0018847916201654563 -0.00083924766687492301 0.0026281950746039283 -0.00075242465035264112 -0.00086363631293710351 -0.00096525992460573594 0.0019467804557412737 0.00056655654185164077 0.0021453636650744681 0.00092966420045664702 0.0014734644111626105 0.0011160091927548976 -0.00085375893352507813 0.0018361749110803482 5.376841464775298e-05 0.00033387322543072557
leaf_weight=67 61 52 58 52 82 115 92 65 456 58 1357 56 67 60 52 127 66
leaf_count=67 61 52 58 52 82 115 92 65 456 58 1357 56 67 60 52 127 66
internal_value=0 -2.64506e-05 0.000724493 0.000758817 0.000723441 0.000668845 0.000337119 0.000535973 0.000738927 0.00080338 0.000756296 -9.77417e-05 0.000679085 0.000184699 0.00149626 0.000854766 0.00099667
internal_weight=0 240 2703 2645 2578 2408 695 603 521 1713 1655 171 179 127 170 1484 118
internal_count=2943 240 2703 2645 2578 2408 695 603 521 1713 1655 171 179 127 170 1484 118
is_linear=0
shrinkage=0.0084612


Tree=1705
num_leaves=13
num_cat=0
split_feature=9 9 482 4 1375 1348 160 4 151 1 15 39
split_gain=3.36806 2.68097 1.66004 2.1603 1.43939 1.6382 1.66765 3.8603 2.70282 2.48902 2.31364 1.67409
threshold=-0.085894999999999985 0.093040000000000012 0.097205000000000014 -0.016029999999999996 -0.093609999999999985 0.083570000000000019 0.056295000000000005 -0.016029999999999996 -0.098204999999999987 0.095640000000000017 0.090310000000000015 0.098380000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 8 10 -6 -9 -8 -10
right_child=1 -3 3 -5 5 -7 7 9 11 -11 -12 -13
leaf_value=-0.0018346629803738302 -0.00063221649792120904 -0.0015194009789535352 0.00084142486351791344 0.0038213549640158358 -0.0011804174696387129 0.0025707423226407865 0.004143011647089234 0.0014211616003534967 0.00090406042014346975 -0.00092355718147413789 0.0012874922605719393 -0.00058283718005563859
leaf_weight=53 70 52 61 52 79 68 81 182 2036 73 55 91
leaf_count=53 70 52 61 52 79 68 81 182 2036 73 55 91
internal_value=0 0.00089438 0.000938492 0.00221373 0.000885762 0.000925677 0.000882558 0.00152875 0.000767972 0.000749479 0.00298905 0.000840392
internal_weight=0 2900 2848 113 2735 2665 2597 391 2206 255 136 2127
internal_count=2953 2900 2848 113 2735 2665 2597 391 2206 255 136 2127
is_linear=0
shrinkage=0.0107308


Tree=1706
num_leaves=27
num_cat=0
split_feature=1 4 1 39 150 1 3 4 3 2 14 3 3 2 2 1 4 2 4 1 3 1 48 4 2 1
split_gain=312.062 53.0346 29.4833 29.0269 28.015 24.8921 23.2553 20.8652 15.4622 11.8646 7.34322 7.11123 6.70514 6.11282 4.89068 3.93457 3.04735 2.43429 2.69111 3.09246 3.62645 1.30632 1.07934 1.91782 0.887375 0.774959
threshold=0.10442000000000001 0.31392000000000003 0.12895500000000001 0.0047850000000000011 0.075065000000000007 0.088035000000000016 0.093925000000000022 -0.14088999999999999 -0.041789999999999994 0.091235000000000024 0.056865000000000006 -0.13117499999999996 -0.084014999999999992 0.10859000000000001 0.13775000000000001 0.11657000000000002 -0.082199999999999981 0.12414000000000001 -0.015104999999999999 0.076160000000000019 -0.096099999999999977 0.092395000000000019 0.083540000000000017 0.053330000000000009 0.085325000000000012 0.11617500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 12 6 8 -5 9 -8 25 10 11 -1 -3 -10 -4 -6 24 18 19 20 -11 -18 23 -20 -13 -2
right_child=1 2 14 5 15 -7 7 -9 13 17 -12 16 -14 -15 -16 -17 21 -19 22 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0023295099773933837 0.0028383750296731547 0.001808943574658189 -3.9218509125311825e-05 0.0028882407483222668 0.0010916867757090546 0.00073952461027327753 0.0029920444468848183 0.00089203579048833625 0.0021265763222365142 0.0023393277555976864 0.0041042103226802519 0.0035334800728057465 0.0007088218991910943 0.001057868436715249 -0.00092535050050183184 0.00015034536382378642 0.0032146285148692724 0.002342915022956144 0.0031005353326882161 0.0035218204436385844 0.0030599584599358127 0.0029627132390498286 0.002474611438437151 0.0025982813491191 0.0032711632074753165 0.0024652452041309782
leaf_weight=53 81 52 82 68 55 62 59 55 56 52 58 230 93 76 69 52 749 53 81 65 226 152 83 108 123 60
leaf_count=53 81 52 82 68 55 62 59 55 56 52 58 230 93 76 69 52 749 53 81 65 226 152 83 108 123 60
internal_value=0 0.00109204 0.000313832 0.00298918 0.00169816 0.00186367 0.00305731 0.00197911 0.00211497 0.00311776 0.00324892 0.00321095 0.00110353 0.00151146 -0.000444313 0.000634457 0.00324818 0.00284969 0.00289333 0.00303839 0.00292526 0.00317216 0.0027103 0.00281367 0.00344215 0.00267978
internal_weight=0 676 296 2277 380 130 2147 114 273 2033 1365 1307 145 132 151 107 1254 668 615 343 278 901 272 189 353 141
internal_count=2953 676 296 2277 380 130 2147 114 273 2033 1365 1307 145 132 151 107 1254 668 615 343 278 901 272 189 353 141
is_linear=0
shrinkage=0.0024518


Tree=1707
num_leaves=30
num_cat=0
split_feature=1 12 10 1 3 49 3 2 12 34 2 1 2 3 4 12 3 157 49 4 16 1 1447 3 3 43 133 12 3
split_gain=99.7188 22.9701 20.4348 16.4562 11.524 7.22965 7.18963 7.04182 6.45138 5.32566 4.83365 3.16394 2.87636 2.77916 2.75411 2.43468 2.3855 2.09915 2.88839 1.96984 3.18268 1.82955 1.53287 1.29 1.40603 1.21659 1.27266 1.04709 1.0395
threshold=0.11690500000000002 0.056995000000000011 -0.088499999999999981 0.094775000000000012 -0.055389999999999988 0.0033550000000000003 0.093925000000000022 0.097695000000000018 0.10011000000000002 -0.027829999999999997 0.11934000000000002 0.084955000000000017 0.091290000000000024 -0.13392999999999997 0.053330000000000009 0.11819000000000002 0.12955000000000003 -0.068379999999999982 -0.0055299999999999993 -0.010264999999999998 -0.090614999999999987 0.080320000000000016 -0.085709999999999995 -0.087284999999999988 -0.081864999999999979 -0.081584999999999977 -1.0000000180025095e-35 0.10682000000000001 -0.096599999999999991
decision_type=2 2 2 2 2 2 2 2 2 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 -4 19 7 11 12 -6 -11 -1 13 -3 15 27 -12 -14 -19 -5 -21 22 -15 -23 -25 -20 -27 -10 -24
right_child=2 8 4 5 9 -7 -8 -9 14 10 16 -13 17 21 -16 -17 -18 18 25 20 -22 23 28 24 -26 26 -28 -29 -30
leaf_value=0.0033296789180287142 -0.00017299056334404875 0.0030868973265786468 0.0020819439686372049 0.0020390629556899125 0.00043659588075247797 0.00079209165020231796 0.0016815084462556246 0.0019809749056967072 0.0023110992342682611 0.0019015941857527903 0.00066412070684511546 0.0026026903191870656 0.0028905429711802897 0.0030804394712503503 0.0018411199254318859 0.0019437096864474361 0.0013010125146962889 0.0018742403859429997 0.0027222093621223848 0.0019117382447688062 0.0011421268821299438 0.0021537484859006036 0.0029940895351132624 0.0027632111562685344 0.002440779911789902 0.002651802244462122 0.0022900238500547471 0.0026575882417664899 0.0026473910994090624
leaf_weight=62 55 82 93 90 52 52 57 63 97 52 53 73 53 56 73 60 86 53 81 69 53 52 53 119 213 76 198 101 676
leaf_count=62 55 82 93 90 52 52 57 63 97 52 53 73 53 56 73 60 86 53 81 69 53 52 53 119 213 76 198 101 676
internal_value=0 0.00243602 0.00115819 0.00199308 0.00137617 0.00158039 0.00242023 0.00263277 0.00254853 0.00110595 0.00128806 0.00293675 0.00260685 0.00266571 0.00224681 0.0023615 0.00105835 0.00244706 0.00238939 0.00177363 0.00157761 0.00263615 0.00270176 0.00250196 0.00255643 0.00246623 0.00239046 0.00248797 0.00267263
internal_weight=0 2562 391 519 336 264 255 198 2043 243 191 135 1712 1251 331 258 139 461 408 212 122 1169 785 384 332 355 274 198 729
internal_count=2953 2562 391 519 336 264 255 198 2043 243 191 135 1712 1251 331 258 139 461 408 212 122 1169 785 384 332 355 274 198 729
is_linear=0
shrinkage=0.00235659


Tree=1708
num_leaves=26
num_cat=0
split_feature=4 3 39 2 2 10 4 150 3 2 3 15 0 15 43 129 0 4 157 0 150 3 43 3 43
split_gain=105.208 39.1082 25.9921 15.4925 12.9557 11.5243 7.891 7.61226 6.76524 4.98963 2.78814 4.144 2.62281 3.52765 2.19175 2.42018 2.14335 3.53032 2.88981 1.35517 1.21087 2.94349 1.18739 1.26563 0.235582
threshold=0.31392000000000003 0.11391500000000002 0.0047850000000000011 0.15205000000000002 0.091235000000000024 -1.0000000180025095e-35 -0.033649999999999992 0.082085000000000019 -0.10337499999999998 0.094985000000000014 -0.063569999999999974 -1.0000000180025095e-35 -0.17127999999999996 -0.46483499999999994 0.066010000000000013 0.086040000000000019 -0.083414999999999975 -0.082274999999999987 -0.079594999999999985 -0.087104999999999988 0.086870000000000017 -0.043609999999999989 -0.15326499999999996 -0.091204999999999981 -0.010264999999999998
decision_type=2 2 2 2 2 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 16 -4 -3 10 -2 -7 14 -12 -10 -14 15 -6 17 19 -18 -1 21 -19 -20 -24 -21
right_child=3 6 5 -5 7 9 -8 -9 12 -11 11 -13 13 -15 -16 -17 18 20 22 24 -22 -23 23 -25 -26
leaf_value=0.0039551307204626334 0.0022853192036061294 0.0024322449924961318 0.0011073967569846473 2.9697357771977429e-05 0.0031647957424738764 0.0031704000344917813 0.0011195062449228549 0.0018888078932813993 0.0018152803530127046 0.0021627676655957754 0.0020909834192337634 0.0030339585103405539 0.0015018414395645185 0.00059581182935824063 0.0026282748915686829 0.0025641435475163383 0.0025821440056408491 0.0032725828195856324 0.0029012433420441356 0.0036312093901748757 0.0029951644189531515 0.0038959043141752183 0.0035822114923708135 0.0032230367506596797 0.0033625877047393999
leaf_weight=91 79 54 56 54 438 58 89 54 59 96 64 74 76 54 87 56 54 505 69 55 87 63 88 441 52
leaf_count=91 79 54 56 54 438 58 89 54 59 96 64 74 76 54 87 56 54 505 69 55 87 63 88 441 52
internal_value=0 0.00299248 0.00307162 0.00135303 0.00315565 0.00215991 0.00161543 0.00287052 0.00161956 0.00254245 0.00294421 0.00259685 0.00134113 0.00112571 0.00302666 0.00309676 0.00330209 0.00339192 0.00318451 0.00370983 0.00329578 0.00334177 0.00323886 0.00328284 0.00350093
internal_weight=0 2631 2488 322 2278 210 143 773 268 154 719 138 189 130 581 494 1505 853 652 198 655 568 598 529 107
internal_count=2953 2631 2488 322 2278 210 143 773 268 154 719 138 189 130 581 494 1505 853 652 198 655 568 598 529 107
is_linear=0
shrinkage=0.00270699


Tree=1709
num_leaves=22
num_cat=0
split_feature=2 2 51 51 1 2 2 150 1212 15 11 4 124 150 51 4 1212 1212 151 2 51
split_gain=4.17231 2.57852 2.62064 2.36521 2.6673 4.94636 1.7614 2.05377 1.80218 1.90255 6.89315 1.57798 1.86151 1.84231 1.24569 1.22807 1.1386 0.907 0.848739 1.25455 0.747151
threshold=0.17730000000000004 0.091290000000000024 0.10934000000000001 0.11917000000000001 0.089625000000000024 0.10233000000000002 0.09056500000000002 0.10980500000000001 0.088200000000000014 -0.41956999999999994 0.078065000000000009 -0.16523499999999997 -1.0000000180025095e-35 0.086645000000000014 0.024640000000000006 -0.14345499999999997 0.093440000000000009 0.11367500000000001 -0.0063399999999999993 0.11543500000000002 0.14771500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 14 -6 7 8 9 -1 -11 -7 -13 -14 15 -3 -10 -18 -17 -20 -5
right_child=-2 3 -4 20 5 11 -8 -9 16 10 -12 12 13 -15 -16 18 17 -19 19 -21 -22
leaf_value=-3.4546795832659129e-05 -0.0016417957932433045 -0.00046771596009411375 -0.00035549730407586201 0.0030158904810401303 -0.0028151199635209124 0.0017586169130374806 0.0033216382598014824 -0.00043717074455136595 -0.00068097813262743231 0.0015727044139385842 0.0053316725549677809 0.0014125637389047409 -0.0010396287413973612 0.0008840020909754205 0.002547554585342534 0.0023215209438286364 0.0019414915732883231 0.00013080992974555779 0.00067499318383872791 0.0019264269935212943 0.001358689210578506
leaf_weight=66 55 57 81 57 54 76 53 57 54 1241 52 84 143 79 54 52 61 53 363 106 55
leaf_count=66 55 57 81 57 54 76 53 57 54 1241 52 84 143 79 54 52 61 53 363 106 55
internal_value=0 0.00116881 0.00141887 0.00080465 0.000657901 4.92271e-05 0.00150673 0.00144594 0.0015163 0.00163848 0.00172396 0.000454417 0.000130146 -0.000354607 0.00107764 0.000940123 0.000527328 0.00110063 0.00109435 0.000958063 0.00220305
internal_weight=0 2898 1718 1180 1068 436 1637 1584 1527 1359 1293 382 306 222 632 578 168 114 521 469 112
internal_count=2953 2898 1718 1180 1068 436 1637 1584 1527 1359 1293 382 306 222 632 578 168 114 521 469 112
is_linear=0
shrinkage=0.0101119


Tree=1710
num_leaves=25
num_cat=0
split_feature=1 1 12 123 12 16 12 1 2 16 52 52 52 41 1453 2 12 159 484 475 52 52 52 1
split_gain=419.634 80.4088 53.6249 32.2809 17.5798 13.087 9.72469 17.3908 9.8338 9.64876 8.42179 6.59214 5.8321 5.7583 3.50519 3.38877 3.3007 3.01954 2.39595 2.44955 2.31545 2.28563 2.18848 0.642499
threshold=0.10404000000000001 0.13074500000000003 0.085075000000000026 0.080635000000000012 0.11755500000000001 -0.38959499999999997 0.090335000000000013 0.089245000000000005 0.092250000000000013 0.026395000000000005 -0.065394999999999995 -0.088174999999999989 -0.023474999999999996 0.075585000000000013 -0.074999999999999983 0.11693000000000002 0.10052500000000002 0.081975000000000006 0.042570000000000004 -0.075169999999999987 0.31316500000000008 0.43161000000000005 0.06136500000000001 0.14078500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 6 23 7 13 -9 12 -7 -4 -2 14 -1 -14 -13 -16 19 -8 22 -22 -21 -3
right_child=1 5 11 -5 -6 10 18 8 -10 -11 -12 16 15 -15 17 -17 -18 -19 -20 20 21 -23 -24 -25
leaf_value=0.011676926109867588 0.0088398991718250941 0.0081282198950927819 0.011990499365885268 0.010493813242499223 0.010878473111081871 0.008393461908130985 0.012400516769716022 0.011909449264154746 0.01067950163609885 0.010591538987616524 0.0096898707404364324 0.011450754906691261 0.010094279373785243 0.012898955434515117 0.012216314237292254 0.0093191087794085616 0.010592918446895781 0.012597403108010658 0.011356433521406155 0.011786980339697316 0.011142156143746796 0.011871116923400992 0.012109837220796007 0.0077245188573022696
leaf_weight=65 71 53 69 88 80 55 52 103 64 53 68 55 70 87 871 69 56 152 60 379 55 53 203 52
leaf_count=65 71 53 69 88 80 55 52 103 64 53 68 55 70 87 871 69 56 152 60 379 55 53 203 52
internal_value=0 0.00974996 0.0103591 0.0119526 0.0120103 0.00856623 0.0120525 0.0121809 0.0114382 0.00965278 0.00911039 0.0113911 0.00941573 0.0122864 0.0122374 0.00970967 0.0110182 0.012273 0.0118378 0.0118767 0.0118371 0.0115001 0.0118996 0.00792854
internal_weight=0 671 443 2312 2224 228 2144 1342 167 263 123 180 210 1175 1088 139 111 1023 802 742 690 108 582 105
internal_count=2983 671 443 2312 2224 228 2144 1342 167 263 123 180 210 1175 1088 139 111 1023 802 742 690 108 582 105
is_linear=0
shrinkage=0.0024518


Tree=1711
num_leaves=28
num_cat=0
split_feature=1 12 3 1 12 4 4 1 159 12 12 4 1 3 4 15 3 12 160 1 3 159 4 1209 131 3 4
split_gain=130.228 22.928 15.7207 13.2503 9.79731 7.99895 7.80349 6.17862 5.80974 5.29341 5.15845 4.82686 4.71301 6.39371 4.5655 4.76091 3.86948 3.82048 3.36912 2.63029 2.40166 1.82859 1.25159 1.35173 1.24719 1.14706 0.964883
threshold=0.11690500000000002 0.056995000000000011 -0.055389999999999988 0.092395000000000019 0.090335000000000013 0.31392000000000003 0.024470000000000002 0.12313000000000002 0.080875000000000016 0.12631000000000003 -0.0066799999999999993 0.032770000000000001 0.090795000000000015 -0.12711499999999995 -0.018964999999999999 -0.093074999999999977 -0.13392999999999997 0.099035000000000026 -0.010749999999999997 0.13522500000000001 0.12745000000000004 0.014225000000000003 0.05309500000000001 0.083050000000000013 0.089325000000000015 -0.078644999999999979 -0.008114999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 6 12 20 10 -2 14 11 -1 16 13 -3 -5 -16 -6 25 -12 -7 -4 24 23 26 -18 -13 -15
right_child=2 4 5 8 9 19 -8 -9 -10 -11 18 17 -14 22 15 -17 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0033917419118461175 0.0024820496907968729 0.0035575024247787661 0.0010995599426537267 0.0025806280851534465 0.0031223649486878695 0.0010560018371741453 0.0019337392038336206 0.0014711549063861334 0.0013133737143911817 0.0019519266843372495 0.0029526181498115435 0.0028222216261987337 0.0022752285570546912 0.0028354582518151476 0.0023255253031421691 0.0015726756484820239 0.0026345986708511226 0.0019570026153877627 0.002237921700316219 0.00047756776687374764 0.0017313280239001074 0.0022557846314330749 0.0026058013453184713 0.0031976460574917125 0.0028891035495450749 0.0023641983503015773 0.0030166077646863105
leaf_weight=56 57 71 52 63 95 60 60 58 59 58 63 52 56 627 69 95 474 80 63 99 64 52 75 69 116 54 186
leaf_count=56 57 71 52 63 95 60 60 58 59 58 63 52 56 627 69 95 474 80 63 99 64 52 75 69 116 54 186
internal_value=0 0.00264575 0.00129626 0.00224065 0.00274932 0.00101342 0.00261585 0.00197241 0.00192309 0.00259146 0.00284059 0.00263162 0.00289216 0.00292575 0.00208146 0.00188957 0.0027109 0.00231736 0.00259545 0.000695991 0.00144832 0.00264997 0.00287885 0.00290205 0.00268468 0.00258911 0.00287693
internal_weight=0 2593 390 528 2065 275 242 115 286 981 182 923 1084 1028 227 164 737 186 126 159 116 642 957 882 590 106 813
internal_count=2983 2593 390 528 2065 275 242 115 286 981 182 923 1084 1028 227 164 737 186 126 159 116 642 957 882 590 106 813
is_linear=0
shrinkage=0.00217713


Tree=1712
num_leaves=28
num_cat=0
split_feature=4 3 3 123 3 0 12 4 15 15 15 0 14 0 4 4 52 12 16 52 42 4 16 42 159 4 12
split_gain=145.435 54.6231 30.1625 15.9109 14.2743 12.2261 10.5459 9.40616 9.83044 8.6126 9.07858 5.49033 8.49431 5.36171 4.3785 3.9665 3.6951 3.64205 2.99406 3.35721 3.6695 1.78736 1.67374 1.43477 1.45979 1.44471 1.11043
threshold=0.31392000000000003 -0.064349999999999991 0.28833000000000003 0.080635000000000012 -0.084014999999999992 -0.14606999999999998 0.090335000000000013 -0.37626499999999991 -0.097794999999999979 0.0047550000000000005 -0.037394999999999991 -0.18240499999999996 -0.40567999999999999 -0.10594499999999998 0.5567700000000001 -0.076164999999999997 -0.055844999999999992 0.081080000000000013 -0.083614999999999981 -0.10337499999999998 0.085495000000000015 -0.085189999999999974 -0.025214999999999998 0.11573500000000002 0.10194000000000002 0.032770000000000001 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 7 -2 -1 13 -3 -9 10 -10 -6 -13 -7 -14 18 -5 -15 -8 -20 -21 22 -19 24 25 -17 -23
right_child=4 2 -4 16 11 6 15 8 9 -11 -12 12 14 17 -16 23 -18 21 19 20 -22 26 -24 -25 -26 -27 -28
leaf_value=0.0048869134051944419 0.0025831440911779119 0.0040763481108458 0.0012320783547950262 0.0020065441931287711 0.0020641399790550003 0.0031114010427544712 0.004306378816641491 0.0038554308736517156 0.0029428089784567517 0.0034904918820660462 0.0016238850318503451 0.0019327776313083369 0.0001649194130291501 0.0032968127659467436 0.0011994859827172742 0.0035947736142225499 0.0028822227841108724 0.0040672459409972347 0.0041588773644563592 0.0037957694669921247 0.0030431825980874734 0.0043167525355373481 0.0046238729238862828 0.0030022723940083791 0.0030556583589502594 0.0032637497565836623 0.0039280156213753921
leaf_weight=67 89 95 64 86 55 52 60 99 111 101 52 57 54 52 57 335 53 112 66 102 78 55 56 53 56 125 741
leaf_count=67 89 95 64 86 55 52 60 99 111 101 52 57 54 52 57 335 53 112 66 102 78 55 56 53 56 125 741
internal_value=0 0.00357934 0.00293032 0.00311233 0.00170187 0.00379276 0.00375502 0.00334647 0.00315538 0.00289276 0.00252222 0.00135003 0.00111607 0.00392876 0.000696434 0.00354292 0.00234064 0.00397057 0.00378264 0.00365479 0.0034698 0.00400688 0.00425295 0.00341395 0.00345618 0.00350488 0.00395491
internal_weight=0 2671 661 597 312 2010 1943 458 363 264 163 223 168 1068 111 875 139 1016 306 246 180 964 168 569 516 460 796
internal_count=2983 2671 661 597 312 2010 1943 458 363 264 163 223 168 1068 111 875 139 1016 306 246 180 964 168 569 516 460 796
is_linear=0
shrinkage=0.00260187


Tree=1713
num_leaves=28
num_cat=0
split_feature=1 4 3 124 2 4 3 3 457 12 2 158 1 1 1 124 12 3 12 15 12 1455 2 157 12 12 3
split_gain=162.27 33.8058 25.5137 18.8665 12.7013 12.2635 12.0223 15.7612 6.40554 7.60181 7.2277 5.89365 4.9533 4.30608 4.15094 4.1632 3.71429 3.89842 3.45992 2.97607 2.80166 2.76995 2.34379 2.34024 1.0181 0.856032 0.730683
threshold=0.10404000000000001 -0.39175499999999991 -0.055389999999999988 -0.082389999999999977 0.10523 0.043640000000000005 0.31351000000000001 0.076825000000000018 0.08351500000000002 0.090335000000000013 0.089255000000000015 0.019155000000000002 0.087055000000000007 1.0000000180025095e-35 0.13074500000000003 -0.082654999999999992 0.11755500000000001 -0.13392999999999997 0.085380000000000011 -0.043134999999999993 0.098785000000000012 0.082105000000000025 0.086755000000000013 -0.020159999999999994 0.093125000000000013 0.088295000000000012 0.12745000000000004
decision_type=2 2 2 2 2 2 2 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 20 8 7 14 9 12 -10 19 13 21 15 -4 17 -11 -14 24 -3 -5 -15 -19 -7 -20 -9
right_child=1 2 6 5 -6 11 -8 26 10 16 -12 -13 18 22 -16 -17 -18 23 25 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0019210246398375485 0.0035065250001281014 0.0030477565272255935 0.0017786641316660692 0.0033941906336266651 0.0014598601231795882 0.0028170834898216552 0.00039348772223474633 0.0019037923958658068 0.0031630051618292705 0.0036728011156303289 0.001957158659765269 0.0032040011931771975 0.0026037684440096275 0.0035841095506629244 0.00054891782861032402 0.00083801731648536746 0.0024037338342663907 0.0025443464098549627 0.0034747839812489952 0.002001657313091021 0.0023210046902246632 0.0028495624608850896 0.0042170893376543995 0.003065375729216602 0.0024088537028659992 0.0030537994816392977 0.0022949877497791902
leaf_weight=83 57 68 53 667 80 81 92 56 69 60 53 84 80 109 81 61 54 58 60 66 61 62 53 543 70 60 62
leaf_count=83 57 68 53 667 80 81 92 56 69 60 53 84 80 109 81 61 54 58 60 66 61 62 53 543 70 60 62
internal_value=0 0.00169997 0.00153222 0.00306961 0.00222809 0.00311237 0.00117305 0.0014021 0.00318429 0.00322109 0.00263937 0.00265159 0.00335009 0.00342856 0.000973861 0.00127557 0.00302422 0.00307487 0.00300034 0.00243763 0.0027043 0.00334791 0.00379136 0.00301514 0.00262801 0.00326451 0.00210956
internal_weight=0 671 614 2312 209 2229 405 313 1928 1806 122 301 1091 891 195 114 715 661 200 217 129 729 162 601 151 120 118
internal_count=2983 671 614 2312 209 2229 405 313 1928 1806 122 301 1091 891 195 114 715 661 200 217 129 729 162 601 151 120 118
is_linear=0
shrinkage=0.0024518


Tree=1714
num_leaves=15
num_cat=0
split_feature=3 123 3 4 42 48 48 157 52 0 4 3 0 0
split_gain=4.47435 3.31833 3.73177 1.85085 1.79151 3.29582 2.91677 2.41716 2.36924 2.30612 1.62629 1.19566 1.13942 0.861521
threshold=0.31351000000000001 0.085705000000000017 -0.24211499999999997 0.27420500000000009 0.089470000000000008 0.10971000000000002 0.095425000000000024 -0.132655 0.51348500000000008 -0.23089999999999997 -0.083274999999999988 -0.074679999999999983 -0.06612999999999998 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 7 10 -4 9 -9 -6 12 -12 -13
right_child=-2 3 4 -5 6 -7 -8 8 -10 -11 11 13 -14 -15
leaf_value=0.004235565569791616 4.5527152995255035e-05 0.0016525909463943474 0.0037838022129260979 -0.00018146425517047529 0.0029855420926493438 0.0037519090045274139 -0.0001336907761724504 0.00027314365082613327 0.00011152300105256041 0.0020397758996376024 0.0014749722277046034 0.0012012591462173599 9.1886140758343533e-05 0.0024185921610193842
leaf_weight=53 101 79 54 85 69 82 69 57 52 1703 308 60 52 159
leaf_count=53 101 79 54 85 69 82 69 57 52 1703 308 60 52 159
internal_value=0 0.00189452 0.00196648 0.000701452 0.00192132 0.00205722 0.00155196 0.00198269 0.00192897 0.00198261 0.00173159 0.001582 0.00127545 0.0020855
internal_weight=0 2882 2718 164 2665 1948 717 1866 1812 1760 648 579 360 219
internal_count=2983 2882 2718 164 2665 1948 717 1866 1812 1760 648 579 360 219
is_linear=0
shrinkage=0.00863042


Tree=1715
num_leaves=16
num_cat=0
split_feature=15 48 15 1186 12 10 3 15 43 51 15 43 43 43 48
split_gain=4.81627 3.67748 4.41742 1.73739 1.97313 2.02426 2.06216 1.7097 1.64483 1.66105 1.59435 1.39111 1.38449 1.36902 0.462455
threshold=-0.2987999999999999 -0.024949999999999996 -0.0070899999999999991 0.062030000000000009 0.11819000000000002 -0.084119999999999986 0.11391500000000002 -0.032144999999999993 0.041625000000000002 0.11218000000000002 -0.46483499999999994 -0.049999999999999996 0.086765000000000023 -0.055679999999999993 0.099460000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 7 4 5 -3 8 -2 9 -7 11 -1 -10 -6 -8
right_child=1 3 -4 -5 13 6 14 -9 12 -11 -12 -13 -14 -15 -16
leaf_value=-5.7056782739952116e-05 0.00033721444448531283 0.0031680655684021824 -0.0013039006434751423 0.0004446532084705037 -0.00043794086310154623 0.0017073256613796915 -2.9737748808990776e-05 0.002426803133661665 0.00034905967060057781 0.0027500235169392374 -0.00065812318099791971 0.0017439865055545103 0.001526702350151922 0.0014556534408654365 0.0010399697697424785
leaf_weight=61 54 60 69 91 53 1794 54 54 107 112 89 57 193 52 57
leaf_count=61 54 60 69 91 53 1794 54 54 107 112 89 57 193 52 57
internal_value=0 0.00149217 0.000334959 0.00157174 0.00161303 0.0016622 0.00162317 0.00138283 0.0016787 0.00176864 0.000179598 0.000812188 0.00110697 0.000498996 0.000518774
internal_weight=0 2750 177 2573 2482 2377 2317 108 2206 1906 207 118 300 105 111
internal_count=2957 2750 177 2573 2482 2377 2317 108 2206 1906 207 118 300 105 111
is_linear=0
shrinkage=0.00829529


Tree=1716
num_leaves=20
num_cat=0
split_feature=4 2 12 2 2 3 2 3 15 42 12 4 0 2 0 16 15 4 2
split_gain=87.9326 36.6387 24.7366 11.9291 11.1159 10.1861 7.61331 7.07601 5.52967 4.75379 3.56587 3.94159 6.29871 4.87114 3.45758 5.3557 4.62685 3.21975 3.04684
threshold=0.31392000000000003 0.12068000000000001 -0.071274999999999991 -0.007134999999999999 0.098180000000000003 0.10766000000000002 0.15205000000000002 0.14813000000000001 -0.024929999999999997 0.088685000000000014 0.090285000000000018 -0.47860499999999995 -0.070134999999999989 0.084045000000000022 0.11160500000000002 0.054560000000000004 -0.050004999999999994 -0.0040999999999999986 0.11504500000000002
decision_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 10 9 8 -3 18 11 -4 13 -13 15 17 -17 -12 -2
right_child=6 7 5 4 -6 -7 -8 -9 -10 -11 14 12 -14 -15 -16 16 -18 -19 -20
leaf_value=0.00079955110813185646 0.0019838106820368961 0.0023771116770629755 0.0035794191395039795 0.0031212601962267018 0.0015383229381711648 0.0019135997037062879 0.00035179185636092554 0.00074693186082714052 0.0013166557455393073 0.00087984101391078834 0.0029318202766715671 0.0032277997799249206 0.0021487796524239629 0.0028570563912238985 0.0033739217079737363 0.0027164505669306492 0.0019512816384145424 0.0025126587924217589 0.0012914054136127248
leaf_weight=54 89 71 65 56 65 79 57 52 63 80 464 340 68 829 55 110 105 171 84
leaf_count=54 89 71 65 56 65 79 57 52 63 80 464 340 68 829 55 110 105 171 84
internal_value=0 0.00267629 0.00276046 0.00181722 0.00227115 0.00283265 0.00121148 0.00156247 0.00187875 0.00140506 0.00286554 0.00295301 0.00292007 0.00296491 0.00273967 0.0026986 0.00234289 0.00281899 0.00164777
internal_weight=0 2647 2461 175 121 2286 310 186 134 253 2207 1302 1237 1169 905 850 215 635 173
internal_count=2957 2647 2461 175 121 2286 310 186 134 253 2207 1302 1237 1169 905 850 215 635 173
is_linear=0
shrinkage=0.00260187


Tree=1717
num_leaves=30
num_cat=0
split_feature=4 3 3 43 42 52 3 3 12 0 0 14 12 3 3 157 4 1446 0 0 11 16 16 16 52 0 12 12 42
split_gain=242.702 90.5611 46.7754 48.2028 22.155 12.172 11.7441 8.83973 8.23475 6.99324 6.87948 7.33036 5.60963 4.48808 6.41943 3.89078 5.24361 3.61397 2.75404 2.1975 2.17779 2.97858 1.99118 1.78178 3.44813 1.77312 1.69307 1.26084 1.06555
threshold=0.31392000000000003 -0.064349999999999991 0.28833000000000003 -0.041049999999999996 -1.0000000180025095e-35 -0.037619999999999994 0.11391500000000002 -0.14719499999999996 0.09253500000000002 0.044695000000000006 -0.10998999999999999 -0.41608999999999996 0.08401500000000002 0.0048000000000000013 0.093925000000000022 -0.059399999999999988 0.053330000000000009 0.093190000000000009 -0.079249999999999987 -0.10726999999999999 0.080455000000000013 0.054560000000000004 0.022165000000000004 -0.010504999999999999 0.042815000000000006 -0.067969999999999989 0.096510000000000012 0.098355000000000012 0.11195000000000001
decision_type=2 2 2 2 2 2 2 2 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 25 13 -2 9 12 -9 -12 23 18 -15 -10 20 19 -5 -14 21 28 -21 24 -1 -6 -23 -18 -17
right_child=7 2 -4 6 5 -7 -8 10 15 -11 11 -13 17 14 -16 16 27 -19 -20 22 -22 26 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0048237305329031218 0.0018312313963152317 0.0031757917773049486 0.00058052394497970993 0.0034646418520185326 0.0011787284361939117 0.002248332076659477 0.0023281354952526786 0.0012676497041607751 0.0027535084002918348 0.0028478644225159249 0.0011656906132754814 2.3384439444980737e-06 0.003211725985700234 0.0042194803166655855 0.0032633340975249205 0.0036855818255231562 0.0032234518500408927 0.0043118032227172243 0.0027098482545082521 0.0037150730047338983 0.0040102782450070901 0.0028057195361199092 0.0033740616973273073 0.003810873978438344 0.0039284039729504941 0.00052740546998275247 0.0034229687992097381 0.0027069439171629097 0.0033598695797770425
leaf_weight=52 61 57 70 72 52 62 64 102 61 58 53 94 71 93 84 236 57 53 53 838 54 55 125 59 57 53 58 64 89
leaf_count=52 61 57 70 72 52 62 64 102 61 58 53 94 71 93 84 236 57 53 53 838 54 55 125 59 57 53 58 64 89
internal_value=0 0.00331661 0.00251386 0.0027432 0.00182921 0.00136944 0.0033025 0.0009777 0.00358324 0.00369879 0.000768494 0.00042196 0.00373809 0.0035089 0.00376587 0.0033581 0.00341822 0.00367215 0.00314482 0.00363934 0.0035332 0.00347432 0.00367084 0.00416457 0.00435578 0.00085022 0.00312277 0.00295048 0.00359647
internal_weight=0 2647 660 590 224 167 366 310 1987 1313 249 147 1255 302 177 674 613 1087 125 1034 492 438 963 168 109 105 113 121 325
internal_count=2957 2647 660 590 224 167 366 310 1987 1313 249 147 1255 302 177 674 613 1087 125 1034 492 438 963 168 109 105 113 121 325
is_linear=0
shrinkage=0.00250084


Tree=1718
num_leaves=17
num_cat=0
split_feature=2 106 51 1348 39 4 4 2 155 4 4 13 160 39 4 13
split_gain=4.48342 3.44523 2.71594 2.13344 1.87101 2.19282 3.40269 2.9611 3.29216 1.74102 2.75897 1.45006 1.3681 1.26144 1.25779 0.283163
threshold=0.12026500000000001 0.085275000000000004 0.13455000000000003 0.084895000000000012 0.089155000000000012 -0.17568999999999999 -0.10701499999999999 0.096435000000000007 0.094400000000000026 -0.010574999999999999 0.080255000000000007 -0.18997999999999995 0.023210000000000005 0.10284500000000001 0.51367000000000018 -0.071564999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 7 -7 -1 -9 -2 -11 -8 -13 -6 15 -12
right_child=2 -3 -4 -5 13 6 11 8 -10 10 14 12 -14 -15 -16 -17
leaf_value=0.0013658807866603676 0.0017561642353091979 -0.00051668308111897058 0.0025788610639050033 -9.7492681339467424e-05 -0.00032874530776791616 -0.00012827879808699995 0.0034553733769054759 0.005514757510702465 0.0021971069720370493 -0.0020632092163705802 0.00046617862581835767 0.0019684510812283912 0.0013209562078101106 0.0016938779259296939 -0.00080647918967923632 0.001366835955457517
leaf_weight=68 55 59 53 52 58 78 53 56 53 52 61 1726 359 54 53 67
leaf_count=68 55 59 53 52 58 78 53 56 53 52 61 1726 359 54 53 67
internal_value=0 0.00175845 0.000596349 0.00181099 0.00185064 0.001907 0.00182536 0.00292857 0.00390252 0.000231159 -0.000128385 0.00189668 0.00185701 0.00064554 0.000426914 0.000938411
internal_weight=0 2616 341 2557 2505 2393 2216 177 109 288 233 2138 2085 112 181 128
internal_count=2957 2616 341 2557 2505 2393 2216 177 109 288 233 2138 2085 112 181 128
is_linear=0
shrinkage=0.00952868


Tree=1719
num_leaves=21
num_cat=0
split_feature=1 155 1 447 150 15 0 124 14 15 14 15 0 11 16 16 50 0 15 0
split_gain=125.885 16.1427 10.506 10.3934 8.78089 9.38735 9.73429 8.30292 5.13975 4.59312 3.89059 5.53154 7.63784 4.56282 3.37213 3.01584 2.93586 2.75344 2.47376 5.4725
threshold=0.10575500000000002 0.085010000000000016 0.15099500000000002 0.087430000000000022 0.084800000000000014 -0.24211499999999997 -0.13843999999999998 -0.082389999999999977 -0.41608999999999996 -0.037394999999999991 0.073890000000000011 -0.034094999999999993 -0.061204999999999989 1.0000000180025095e-35 -0.45743999999999996 -0.40885499999999991 0.11875500000000001 -0.083619999999999986 -0.22805999999999996 -0.14104999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 5 8 -7 -1 -2 -8 11 12 18 16 -10 -6 17 -13 -9 -20
right_child=1 -3 -4 -5 15 6 9 10 14 -11 -12 13 -14 -15 -16 -17 -18 -19 19 -21
leaf_value=0.00217007106850015 0.0019794519609971205 0.0030008838384348066 0.00056605102933541195 0.0017999025325931594 0.0015292389722611434 0.0013864056045278664 0.002871712718988134 0.0033681106625164737 0.001485853160636996 0.0019374233338491213 0.0034898678886809862 0.0031891079996573739 0.0018253786984963579 0.0037242235542957413 0.00057457514022004566 0.0007521894035765796 0.0024175648988886329 0.0029439282407998919 0.0021181357536979202 0.0028835617723546748
leaf_weight=87 59 52 67 53 56 69 98 54 54 53 92 490 52 62 52 78 52 779 69 529
leaf_count=87 59 52 67 53 56 69 98 54 54 53 92 490 52 62 52 78 52 779 69 529
internal_value=0 0.00163824 0.00151728 0.00291785 0.00164003 0.00183587 0.00218104 0.00294398 0.00137549 0.00254396 0.00297487 0.00295215 0.00276766 0.00304604 0.00103907 0.00107713 0.00301419 0.00303862 0.00284277 0.00279529
internal_weight=0 638 586 2319 519 385 220 2266 165 151 2179 2087 704 1383 106 134 1321 1269 652 598
internal_count=2957 638 586 2319 519 385 220 2266 165 151 2179 2087 704 1383 106 134 1321 1269 652 598
is_linear=0
shrinkage=0.00255085


Tree=1720
num_leaves=25
num_cat=0
split_feature=1 14 1 2 14 42 150 15 2 2 1 1453 2 15 160 1213 130 474 15 1213 132 1213 15 2
split_gain=5.33953 2.12767 2.57092 2.97403 5.07223 4.04805 2.51019 2.2321 1.89048 1.84121 1.62807 1.1623 0.995449 0.989256 0.974722 0.797313 0.994082 0.964888 0.776697 1.00172 0.495138 0.39589 0.246337 0.132245
threshold=0.14195000000000002 0.073890000000000011 0.077375000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 0.081180000000000016 0.10139000000000002 -0.094839999999999994 -0.10238999999999998 0.14870000000000003 0.081720000000000015 -0.051044999999999993 0.084725000000000009 0.084685000000000024 -0.092894999999999991 0.023610000000000003 -0.050984999999999996 0.086230000000000015 -0.069034999999999985 -0.063239999999999991 -1.0000000180025095e-35 0.104315 -0.10328999999999998 0.083885000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 8 -5 6 7 -6 -4 -2 -3 -1 13 23 -10 16 -14 -18 22 -20 -17 -22 -16 -13
right_child=9 10 3 4 5 -7 -8 -9 14 -11 -12 12 15 -15 18 20 17 -19 19 -21 21 -23 -24 -25
leaf_value=0.00057396951153565402 0.00069816800335830527 0.0017095097101437183 0.00015007609883347847 0.002674448742742645 -0.00092457509813278008 -0.0014546017047620628 0.0023935912026234948 0.00086479302817720285 0.00081011351267880067 -0.0017909449177628402 0.0040986923401896518 0.0016095126489309741 0.0029384079824222604 0.003368969964533404 0.0020052041278938674 0.0016111406085835439 0.0014917071227208629 0.0025017224135636309 0.0027358178393535083 0.001489462191767921 0.0033273388868615117 0.0021534397759984522 0.0028335137747226807 0.0022635779565337599
leaf_weight=69 52 52 71 98 87 96 68 232 80 56 52 57 52 72 52 52 930 95 72 320 54 52 93 59
leaf_count=69 52 52 71 98 87 96 68 232 80 56 52 57 52 72 52 52 930 95 72 320 54 52 93 59
internal_value=0 0.00156606 0.00151559 0.00120006 0.000697784 0.000296511 0.000731158 0.000376465 0.00162408 -0.000591541 0.00290508 0.00178389 0.00184248 0.00248969 0.00179353 0.00174388 0.00165084 0.00158542 0.00193985 0.00171864 0.00237746 0.00275242 0.00253717 0.00194306
internal_weight=0 2865 2761 1269 581 483 387 319 688 108 104 1492 1423 188 617 1235 1077 1025 537 392 158 106 145 116
internal_count=2973 2865 2761 1269 581 483 387 319 688 108 104 1492 1423 188 617 1235 1077 1025 537 392 158 106 145 116
is_linear=0
shrinkage=0.00952868


Tree=1721
num_leaves=27
num_cat=0
split_feature=4 3 3 3 2 11 150 2 39 13 13 51 48 3 3 4 13 3 13 42 3 3 49 483 2 42
split_gain=222.393 74.6594 41.1764 25.0344 15.1211 15.6875 13.9447 10.8723 8.86251 7.7613 8.88257 5.97536 5.61727 3.7595 6.45795 3.36677 3.04519 2.76149 2.58629 2.36747 2.21346 3.74672 2.06318 1.66145 1.23325 0.48537
threshold=0.31392000000000003 -0.064349999999999991 0.28833000000000003 0.3148450000000001 0.097005000000000022 1.0000000180025095e-35 0.085285000000000014 0.14073000000000005 0.088025000000000006 -0.00080499999999999983 -0.014114999999999997 -0.092674999999999993 0.082425000000000012 -0.14088999999999999 -0.087864999999999985 0.41823000000000005 0.057990000000000007 -0.10859999999999999 -0.071964999999999987 0.091485000000000025 0.10021000000000001 -0.0024599999999999995 0.095920000000000019 0.087605000000000002 0.093320000000000014 0.11195000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 8 5 11 7 9 15 10 24 18 13 -6 -15 -2 19 -18 -1 23 21 -11 -16 -13 -3 -21
right_child=3 2 -4 -5 12 -7 -8 -9 -10 20 -12 16 -14 14 22 -17 17 -19 -20 25 -22 -23 -24 -25 -26 -27
leaf_value=0.0037219454695866642 0.0016389213327963992 0.0037056645009441039 0.0010651869739414072 -7.7271444794763968e-05 0.0039952339066179239 0.0049561142834665655 0.0022198014977119988 0.0022004719850605304 0.0010928055540908915 0.003452010300296543 0.0023255752420994649 0.0040630169854195715 0.0027147633502075151 0.0025900706295810287 0.0038317672038644386 0.0023589419656224013 0.0039581812194657865 0.0032675558548451475 0.0029397768670207818 0.003855034333493621 0.0033041437861516653 0.0041952582199570859 0.0032701580851641028 0.0036975828208185963 0.0032147224262395425 0.0036337580518137585
leaf_weight=52 69 55 70 59 81 92 96 54 90 80 72 912 64 52 100 100 69 78 55 168 65 92 71 87 81 109
leaf_count=52 69 55 70 59 81 92 96 54 90 80 72 912 64 52 100 100 69 78 55 168 65 92 71 87 81 109
internal_value=0 0.00360568 0.00288006 0.00139245 0.00384815 0.00395208 0.00309353 0.00326157 0.00172736 0.00339028 0.00303701 0.00389169 0.00338997 0.00353203 0.00336365 0.00206513 0.00393465 0.00359191 0.00332015 0.00397411 0.0037002 0.00384972 0.00359874 0.00403122 0.00341346 0.00376806
internal_weight=0 2655 665 318 1990 1622 595 499 259 445 208 1530 368 304 223 169 1423 147 107 1276 237 172 171 999 136 277
internal_count=2973 2655 665 318 1990 1622 595 499 259 445 208 1530 368 304 223 169 1423 147 107 1276 237 172 171 999 136 277
is_linear=0
shrinkage=0.00250084


Tree=1722
num_leaves=17
num_cat=0
split_feature=10 2 4 14 2 16 160 1 16 16 0 151 16 403 16 0
split_gain=5.28191 2.66415 2.29571 1.89656 2.08516 2.21768 1.77726 1.63893 1.98507 2.62816 1.43848 1.64072 1.32112 1.26602 1.36922 0.960795
threshold=-0.089679999999999982 0.10060500000000001 0.41823000000000005 0.073890000000000011 -0.0098549999999999974 -1.0000000180025095e-35 0.11475 0.13752500000000004 -0.38959499999999997 -0.52541999999999989 -0.22163999999999998 0.015440000000000001 -0.083144999999999983 -0.078264999999999987 -0.092694999999999986 -0.11471499999999998
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 8 9 -3 -6 12 -12 -10 -15 -16
right_child=1 6 -4 -5 10 -7 -8 -9 13 -11 11 -13 -14 14 15 -17
leaf_value=-0.00088829829202395269 -0.0012223759628116754 0.00095778720097456195 0.0036297238212135694 0.0031568465547620115 8.3377486269384864e-05 0.0016415048706591908 -0.00068940932494780953 -0.0005168116755563004 -0.00044432307748839899 0.0035321031800974942 0.0021255523600633565 0.0034359548533990998 0.0015261336872636395 -0.00025856280769309529 0.0023921371363252865 0.0011618278668643
leaf_weight=91 52 77 66 89 53 59 54 52 53 86 556 59 1171 57 82 316
leaf_count=91 52 77 66 89 53 59 54 52 53 86 556 59 1171 57 82 316
internal_value=0 0.00158529 0.00177216 0.00171198 0.00164598 0.000298894 0.0010789 0.00121112 0.00134519 0.00231668 0.00172723 0.00177595 0.00171918 0.00103326 0.00120561 0.00141558
internal_weight=0 2882 2105 2039 1950 111 777 723 671 163 1839 1786 1727 508 455 398
internal_count=2973 2882 2105 2039 1950 111 777 723 671 163 1839 1786 1727 508 455 398
is_linear=0
shrinkage=0.0101119


Tree=1723
num_leaves=29
num_cat=0
split_feature=1 3 3 2 2 3 14 1 3 155 16 47 150 1 3 3 13 2 15 156 3 1455 2 16 3 133 1 15
split_gain=270.291 67.1236 35.2271 22.8971 15.1802 11.4965 10.2639 10.0557 11.0873 8.73754 7.23076 7.0438 6.96033 6.22348 4.53879 4.41418 3.82039 2.97821 4.67944 3.51841 3.76589 1.96048 1.822 1.7858 1.45309 1.04003 0.985617 0.764804
threshold=0.10075500000000003 -0.049204999999999992 0.3148450000000001 0.11504500000000002 0.095850000000000005 0.090170000000000014 0.064610000000000015 0.085720000000000005 -0.092509999999999995 0.092900000000000024 0.20277000000000003 0.082465000000000024 1.0000000180025095e-35 0.13074500000000003 -0.049739999999999993 0.088880000000000015 -0.0094049999999999984 0.123795 0.043560000000000008 0.083125000000000018 -0.091034999999999991 0.084775000000000017 0.083725000000000008 0.18879500000000002 -0.06656999999999999 -0.07107999999999999 0.090195000000000011 0.11357500000000002
decision_type=2 2 2 2 2 2 2 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 9 6 13 7 10 -9 11 21 -2 -7 16 25 17 -3 18 19 20 -6 22 -1 -22 -24 -10 -27 -20
right_child=1 2 -4 -5 15 12 -8 8 14 -11 -12 -13 -14 -15 -16 -17 -18 -19 27 -21 23 -23 24 -25 -26 26 -28 -29
leaf_value=0.0047910487132629799 0.0029647629862910576 0.002429400151064672 0.00047375725742570976 0.0021873140533893625 0.0031050354473795417 0.0031155867111049367 0.0051579697165523219 0.0028484749282650275 0.0045111791781186203 0.004584368639837447 0.0035145006118299489 0.0040233920476093026 0.0020383812007920342 0.0012429637814536671 0.0035880913489181711 0.0031343978701385386 0.0015909237411188893 0.0033981490573870192 0.0046226418890749441 0.0043681429552516055 0.0040160562378221782 0.0039839296517283533 0.0043899592884117482 0.0034826637084670385 0.004804217752387303 0.00435672370508165 0.0040271995662149833 0.0041990150661844958
leaf_weight=91 81 96 91 74 57 101 82 52 63 63 58 77 60 74 93 55 53 68 54 56 124 61 859 59 58 92 163 58
leaf_count=91 81 96 91 74 57 101 82 52 63 63 58 77 60 74 93 55 53 68 54 56 124 61 859 59 58 92 163 58
internal_value=0 0.00245516 0.00187314 0.00339222 0.00417652 0.0022047 0.00429363 0.00424904 0.00393818 0.00379555 0.00437673 0.00348085 0.00271431 0.00183666 0.00407598 0.0038077 0.00213133 0.00388544 0.00396659 0.00380119 0.00366879 0.00442348 0.00445006 0.00384423 0.00441619 0.00421858 0.00414619 0.0044035
internal_weight=0 770 475 295 2203 384 1672 1590 463 221 1127 158 161 223 411 531 149 476 408 296 240 1069 1008 183 917 318 255 112
internal_count=2973 770 475 295 2203 384 1672 1590 463 221 1127 158 161 223 411 531 149 476 408 296 240 1069 1008 183 917 318 255 112
is_linear=0
shrinkage=0.00250084


Tree=1724
num_leaves=27
num_cat=0
split_feature=1 12 1 1 124 12 52 0 52 0 14 0 48 52 0 13 52 16 16 16 39 475 133 50 13 133
split_gain=206.371 54.0265 30.9382 9.89906 9.11863 7.41536 6.82988 6.7805 5.45063 5.01555 4.95978 4.78898 4.81525 4.71212 4.7024 4.25948 3.0447 2.16414 2.12103 2.12274 1.96178 1.70401 1.6178 0.871804 0.925516 0.732853
threshold=0.10075500000000003 0.086385000000000003 0.13130500000000003 0.14228000000000005 -0.078884999999999983 0.091445000000000012 0.12411500000000002 0.0040950000000000005 -0.088174999999999989 -0.061204999999999989 0.064610000000000015 -0.18240499999999996 0.084565000000000015 0.0049050000000000005 -0.14104999999999998 0.06301000000000001 0.11667000000000001 -0.095564999999999983 0.22339500000000004 -0.14879499999999998 0.085190000000000016 -0.086004999999999984 0.035950000000000003 0.11540500000000002 -0.078439999999999996 0.066685000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 8 6 -1 10 7 11 -3 18 14 -2 17 -10 -6 16 21 -13 19 -7 -14 -16 -18 24 -21 -11
right_child=1 2 -4 -5 5 9 -8 -9 13 25 -12 12 20 -15 15 -17 22 -19 -20 23 -22 -23 -24 -25 -26 -27
leaf_value=0.0021995597254828273 0.0015218772671380173 0.0033252193054707419 0.00078217984057979938 0.00024256676260127246 0.0026198530712148618 0.0025715797630397465 0.0020407371398133054 0.0019292373021147294 0.0021216204006428768 0.002289577836095011 0.0038582559892865204 0.00080376022854193846 0.0014948875666840808 0.0030875521609366125 0.0029087980973811042 0.0025937566180321645 0.0025827983853224453 0.00015082589286122299 0.0026077579068249151 0.0034576711805778529 0.00081860377222278658 0.0033217732751818284 0.0031466685774160135 0.0028263238177510838 0.0030987954852228013 0.0026760113699250826
leaf_weight=73 71 93 56 77 90 53 55 52 75 76 70 59 56 55 68 66 60 69 79 53 52 964 70 64 363 54
leaf_count=73 71 93 56 77 90 53 55 52 75 76 70 59 56 55 68 66 60 69 79 53 52 964 70 64 363 54
internal_value=0 0.00156582 0.00244468 0.00106637 0.00306992 0.00309974 0.00121953 0.00109364 0.00286204 0.00289755 0.00320781 0.00095202 0.000780466 0.00253049 0.00317324 0.00321378 0.00324897 0.000451996 0.00299251 0.00304949 0.00116952 0.00329459 0.00288663 0.0031022 0.00314458 0.0024503
internal_weight=0 770 279 491 2203 2130 414 359 223 742 1388 307 236 130 1318 1228 1162 128 612 533 108 1032 130 480 416 130
internal_count=2973 770 279 491 2203 2130 414 359 223 742 1388 307 236 130 1318 1228 1162 128 612 533 108 1032 130 480 416 130
is_linear=0
shrinkage=0.00250084


Tree=1725
num_leaves=25
num_cat=0
split_feature=4 12 13 52 2 3 4 2 3 12 3 39 14 16 16 0 51 49 13 4 0 3 12 4
split_gain=175.37 67.25 20.6243 18.2061 18.1063 12.6561 13.8113 13.1024 10.8484 8.00237 8.11488 6.5415 5.79944 8.74615 5.20604 5.78599 4.9045 3.32512 2.64037 2.134 2.4226 2.52189 2.03445 1.02943
threshold=0.31392000000000003 0.056995000000000011 -0.0015099999999999998 -0.010394999999999998 0.13154000000000002 -0.018854999999999997 -0.029404999999999997 0.092250000000000013 -0.082634999999999986 0.093245000000000008 -0.15415499999999996 0.083055000000000018 -1.0000000180025095e-35 -0.50318999999999992 0.054560000000000004 0.121355 -0.096089999999999981 -0.078789999999999985 -0.057284999999999996 0.020110000000000006 -0.081604999999999997 -0.08095999999999999 0.083785000000000012 0.0060300000000000015
decision_type=2 2 2 2 2 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 -4 -7 -8 -2 10 -3 -1 -10 -14 19 18 -12 -18 23 20 -11 -22 -19 -16
right_child=8 4 5 -5 -6 6 7 -9 12 14 16 -13 13 -15 15 -17 17 22 -20 -21 21 -23 -24 -25
leaf_value=0.0010223333312606624 0.0023465194835019603 0.0047805621972821536 0.0021501700233965051 0.0031462733170092775 0.0023745191968375418 0.0041783852957200975 0.0036041932792939919 0.0020170408674883163 0.0019084576447382306 0.0041697403929428709 0.0032300781619928271 0.0021037065800182516 0.0015862219576774827 0.00040316245644486057 0.0035933963545292575 0.0039999354807575341 0.0033871592286830268 0.0043086264882868652 0.0027346106735266712 0.0033883194140466081 0.0033619554665800678 0.0038852157859165315 0.0039230663508000524 0.0030960244454729092
leaf_weight=54 84 67 55 89 56 102 80 55 67 102 68 100 83 74 53 57 69 95 78 81 87 177 1035 54
leaf_count=54 84 67 55 89 56 102 80 55 67 102 68 100 83 74 53 57 69 95 78 81 87 177 1035 54
internal_value=0 0.003575 0.00278408 0.00224547 0.00377852 0.00323222 0.00348321 0.00295777 0.00157969 0.00381737 0.00393063 0.0017247 0.00129201 0.00102877 0.00359805 0.0033017 0.00388566 0.00392282 0.00308642 0.00375844 0.00384027 0.00371288 0.0039555 0.00334264
internal_weight=0 2614 535 243 2079 292 237 135 308 2023 1334 154 224 157 689 242 1267 1199 185 447 366 264 1130 107
internal_count=2922 2614 535 243 2079 292 237 135 308 2023 1334 154 224 157 689 242 1267 1199 185 447 366 264 1130 107
is_linear=0
shrinkage=0.00250084


Tree=1726
num_leaves=18
num_cat=0
split_feature=1 49 10 50 52 1 151 151 475 2 43 13 2 1452 480 12 15
split_gain=4.60634 5.0524 3.21314 2.34444 2.58978 3.07606 1.7567 2.1337 1.71533 1.56688 1.58519 1.31108 2.08708 1.37317 1.96526 1.5558 0.656452
threshold=0.10075500000000003 -0.07929499999999999 0.057650000000000007 0.086135000000000017 -0.40011499999999994 0.10877000000000002 -0.092954999999999982 -0.086824999999999986 -0.088544999999999985 1.0000000180025095e-35 -0.064539999999999986 0.085955000000000018 0.093670000000000017 0.087485000000000021 -0.039079999999999997 0.056995000000000011 -0.033234999999999994
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 -3 -6 16 -8 -9 -7 -11 13 -13 14 -10 -16 -1
right_child=1 2 -4 -5 5 9 7 8 11 10 -12 12 -14 -15 15 -17 -18
leaf_value=0.003765607827870633 -0.0009602425091998581 0.0027128742825836957 -0.00089273720852109655 0.002907618124951807 -0.00070014896488467275 0.0024032325634216934 -4.5773668872601773e-05 0.00050850720061689609 0.00018687217407239567 -0.00023489646289744516 0.001461144488872534 0.0022562507240500968 0.00014157936351767277 0.0032531902245902479 0.0012551078405776972 0.0021096847277447773 0.0023326927786611927
leaf_weight=54 97 89 52 91 79 90 52 78 54 69 158 76 88 73 214 1449 59
leaf_count=54 97 89 52 91 79 90 52 78 54 69 158 76 88 73 214 1449 59
internal_value=0 0.00102346 0.00133001 0.00153085 0.00127233 0.000948314 0.00188256 0.00182093 0.00186875 0.00135944 0.000945168 0.001923 0.00112216 0.00199631 0.00194282 0.00199978 0.00301833
internal_weight=0 725 628 576 485 396 2197 2084 2032 317 227 1954 164 1790 1717 1663 113
internal_count=2922 725 628 576 485 396 2197 2084 2032 317 227 1954 164 1790 1717 1663 113
is_linear=0
shrinkage=0.00934185


Tree=1727
num_leaves=18
num_cat=0
split_feature=44 3 4 48 16 160 15 4 16 1375 151 151 156 15 156 1454 43
split_gain=4.28249 5.11103 4.38186 3.01256 4.04655 2.3601 2.45748 2.35003 1.98073 1.34214 1.45108 3.23905 1.96748 1.90103 1.48094 1.36548 1.3024
threshold=1.0000000180025095e-35 -0.046079999999999989 -0.22295999999999996 0.10145000000000001 -0.5103049999999999 -0.078934999999999991 -0.44792999999999994 -0.0048949999999999992 -0.074504999999999988 -0.030214999999999995 -0.087699999999999986 -0.099019999999999983 0.088735000000000022 -0.0094049999999999984 0.0010500000000000004 0.08141000000000001 -0.46052499999999996
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 -4 8 -7 -8 -6 -1 11 -11 14 -14 15 16 -12
right_child=-2 2 3 -5 5 6 7 -9 -10 10 12 -13 13 -15 -16 -17 -18
leaf_value=0.0030321490272701432 0.0043849136711990085 0.0027924905493696773 0.0031810557176005336 -0.0014652978643018776 0.00043765686462224568 -0.0011986101929455767 -0.00011336795920860022 0.0017704980299008027 -0.0023812045334307419 0.0020578893269859334 0.00031208130862088072 -0.001331948195780423 0.0016045786826360941 -0.00062006507725483149 0.0035138346834757556 0.0005537473459472132 0.0019149127349239088
leaf_weight=81 55 94 61 80 52 58 108 202 54 69 56 53 98 70 55 90 1586
leaf_count=81 55 94 61 80 52 58 108 202 54 69 56 53 98 70 55 90 1586
internal_value=0 0.0014783 0.000718272 0.000401058 0.000680346 0.000358292 0.000749069 0.00111383 -0.000997328 0.00172795 0.00167704 0.000584352 0.00174517 0.000676988 0.00184553 0.00179249 0.00186032
internal_weight=0 2867 709 615 535 474 368 310 106 2158 2077 122 1955 168 1787 1732 1642
internal_count=2922 2867 709 615 535 474 368 310 106 2158 2077 122 1955 168 1787 1732 1642
is_linear=0
shrinkage=0.0103142


Tree=1728
num_leaves=31
num_cat=0
split_feature=4 3 3 10 4 14 16 52 16 12 11 3 52 3 4 16 52 3 483 47 39 4 16 4 16 16 12 16 394 52
split_gain=144.388 46.2674 17.0759 11.4428 9.78193 7.89213 7.72119 9.39198 7.28432 5.91393 5.5027 8.01349 4.62698 3.61652 3.34982 3.19173 3.94457 3.76162 1.96606 1.81982 1.81621 1.55586 1.53797 1.49144 2.11235 1.0231 0.841902 0.825927 0.637036 0.333243
threshold=0.31392000000000003 -0.063889999999999988 0.30863500000000005 -1.0000000180025095e-35 -0.048309999999999992 -0.45687499999999998 -0.016354999999999998 -0.088174999999999989 -0.50318999999999992 0.093245000000000008 1.0000000180025095e-35 -0.11749 -0.0083399999999999985 -0.0082999999999999984 0.41823000000000005 -1.0000000180025095e-35 -0.54340999999999984 -0.078254999999999977 -0.10534499999999998 0.077735000000000012 0.08955500000000001 -0.060239999999999995 0.19384500000000002 -0.084384999999999988 0.0054050000000000009 0.23599500000000004 0.095815000000000011 -0.077679999999999985 -0.074614999999999987 0.023800000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 13 -2 12 -8 14 10 11 -1 -6 -5 -7 21 -17 -18 -13 -14 -10 26 -15 28 -25 -19 -11 -28 -20 -23
right_child=5 2 -4 4 6 8 7 -9 20 15 -12 18 19 22 -16 16 17 25 23 -21 -22 29 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0026686782869594552 0.002323940349639432 0.0018840742721790479 0.0013996893062692155 0.0029434162677876088 0.002438623679957664 0.0013483500890067769 0.002978154072955248 0.0016131676567512872 0.0011355266053286327 0.0033463025993749392 0.004172940962051906 0.0040578125370260634 0.0030503193265270182 0.0040571920045306522 0.0021564405036088126 0.0036672312497956659 0.0024956836909544558 0.0034606503898854785 0.0040034647269757417 0.0036219165015238222 0.00051264380088825851 0.003127545374189297 0.0034587724451472031 0.0035768637253839304 0.0032378259614830483 0.003003204186653236 0.0039481753488068167 0.0035492229047255487 0.0036791730169486846 0.0033700952413849823
leaf_weight=62 59 68 56 53 60 71 59 68 66 61 95 55 96 52 59 58 79 53 55 56 53 70 58 816 136 77 55 87 144 85
leaf_count=62 59 68 56 53 60 71 59 68 66 61 95 55 96 52 59 58 79 53 55 56 53 70 58 816 136 77 55 87 144 85
internal_value=0 0.00331148 0.00271838 0.00284789 0.00297839 0.00150096 0.00273596 0.00224751 0.00130585 0.00349823 0.00359082 0.00354718 0.00302844 0.00348244 0.0017153 0.00329628 0.00308839 0.00292763 0.00359232 0.00326108 0.000858333 0.00345126 0.0037419 0.00357006 0.00352846 0.00318991 0.0035966 0.00370393 0.00376894 0.00326073
internal_weight=0 2614 626 570 502 308 339 127 249 1988 1363 1268 212 163 130 625 267 209 1206 152 119 358 110 1151 952 130 203 142 199 155
internal_count=2922 2614 626 570 502 308 339 127 249 1988 1363 1268 212 163 130 625 267 209 1206 152 119 358 110 1151 952 130 203 142 199 155
is_linear=0
shrinkage=0.00250084


Tree=1729
num_leaves=20
num_cat=0
split_feature=3 4 1 4 48 160 40 4 1420 4 1 4 0 148 3 156 4 3 3
split_gain=3.3261 4.07514 3.54091 5.33329 1.93206 2.58951 4.49427 1.74348 1.47019 2.4548 6.10681 1.83096 1.42768 1.35418 1.57238 2.19636 1.10142 1.0181 0.896769
threshold=-0.049204999999999992 -0.22295999999999996 0.084675000000000014 -0.035849999999999993 0.087730000000000016 -0.072114999999999985 -0.071824999999999986 0.043640000000000005 -0.080629999999999993 -0.15764999999999998 0.081540000000000015 -0.097349999999999978 -0.12851999999999997 -0.083699999999999983 -0.15105999999999997 0.11048500000000001 -0.50324499999999983 0.090170000000000014 -0.12711499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 16 7 -4 5 -5 -7 -3 -1 10 -10 -11 -8 -13 -15 18 -2 -6 -16
right_child=1 2 3 4 17 6 12 -9 9 11 -12 13 -14 14 15 -17 -18 -19 -20
leaf_value=0.0033504773202251998 0.001671093445575393 0.0032317546274412256 -0.0028147532153232476 -0.00046688820321583169 -0.0015311865060912348 -0.00053705772550827224 0.001379520634100993 0.00087561502730687827 -0.0019492687740474256 0.0034471079344626839 0.0025220120006620877 0.0032259283036416364 0.0033535641835207206 0.00012461219815935917 0.0029644715315942424 -0.00041595786614543175 0.0037599833714714436 0.00024700685078797672 0.0016886100874750011
leaf_weight=54 53 68 56 93 56 74 67 66 66 63 64 57 94 73 61 52 55 88 1662
leaf_count=54 53 68 56 93 56 74 67 66 66 63 64 57 94 73 61 52 55 88 1662
internal_value=0 0.000877924 0.000574643 0.000194401 0.000551653 0.000988994 0.00156562 0.00207209 0.00166819 0.00162483 0.00025113 0.00171552 0.00253275 0.0016582 0.00160978 0.0016708 0.0027359 -0.000443748 0.00173384
internal_weight=0 770 662 528 472 328 235 134 2152 2098 130 1968 161 1905 1848 1775 108 144 1723
internal_count=2922 770 662 528 472 328 235 134 2152 2098 130 1968 161 1905 1848 1775 108 144 1723
is_linear=0
shrinkage=0.0103142


Tree=1730
num_leaves=14
num_cat=0
split_feature=4 13 13 480 4 40 2 39 158 16 13 15 4
split_gain=4.26217 2.8993 2.8088 2.01982 1.9317 1.78589 1.92148 1.53828 1.25507 1.36754 2.27392 1.64888 1.21993
threshold=0.27258000000000004 -0.10939499999999998 0.053700000000000005 -0.073629999999999987 -0.51323499999999989 -0.081844999999999987 -0.0098549999999999974 0.087880000000000014 -0.26992499999999992 -0.0071849999999999995 -0.16392499999999996 -0.079149999999999984 0.42642000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 7 -1 -5 -6 -7 12 -8 10 -10 -11 -3
right_child=1 2 -4 4 5 6 8 -9 9 11 -12 -13 -14
leaf_value=0.0028443298317490707 -0.0013449208423783482 0.00099287087173836495 -0.0012318377269509313 -0.00058411466796327047 0.0025644420589185737 -0.0004026087584297624 0.0024466055204511333 0.00012437893695110564 -0.00061216093039309974 0.0017669699596700253 0.0014399156210274818 0.00059418924966714488 0.0029855862987295764
leaf_weight=76 99 66 60 58 97 72 82 78 55 149 1459 566 56
leaf_count=76 99 66 60 58 97 72 82 78 55 149 1459 566 56
internal_value=0 9.85138e-05 0.000648536 0.00125082 0.00120306 0.0012449 0.00119114 0.00121318 0.00124084 0.00119644 0.0013653 0.000838735 0.00190843
internal_weight=0 359 260 2614 2538 2480 2383 200 2311 2229 1514 715 122
internal_count=2973 359 260 2614 2538 2480 2383 200 2311 2229 1514 715 122
is_linear=0
shrinkage=0.00991364


Tree=1731
num_leaves=24
num_cat=0
split_feature=1 52 52 1 0 4 12 4 41 52 12 51 0 12 457 1 0 0 1 4 0 51 133
split_gain=155.539 34.2932 22.4631 15.4437 14.1309 12.3315 10.1543 10.0392 5.89137 5.53608 5.94973 3.84737 3.92605 3.77783 6.32569 11.2017 5.74391 4.90093 2.80526 1.87099 3.59189 2.36235 1.89059
threshold=0.10398500000000001 -0.41694999999999993 0.20131000000000002 0.12448500000000001 0.051660000000000005 -0.44205499999999992 0.089485000000000023 0.27020000000000005 0.078150000000000011 -0.082554999999999976 -0.014854999999999998 -0.064959999999999976 -0.099704999999999974 0.090285000000000018 0.08351500000000002 0.085410000000000014 -0.14920999999999998 -0.108275 0.14195000000000002 0.053330000000000009 -0.094949999999999993 0.096880000000000008 0.097995000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 7 -6 9 8 13 -3 -11 -5 -13 14 16 -16 -1 -18 -14 20 -15 -22 -21
right_child=1 2 -4 11 5 -7 -8 -9 -10 10 -12 12 18 19 15 -17 17 -19 -20 22 21 -23 -24
leaf_value=0.0039073592265245777 0.0033019518097183263 0.00078225900342263348 0.0030275954423075522 0.0015402797334785878 0.0029842614006110957 0.0013874800917171033 0.0025522452369914671 0.002040236346542529 0.0037888768894906565 0.0022954943958421255 0.0013331628949154275 0.0012853057166118823 0.00084468060021793958 0.0036615578137962723 0.0033532453909536743 0.0018462676309611793 0.0024934186053337244 0.0032629441714562587 0.00013258517333359377 0.0029965882881302554 0.0030362264599482929 0.0024988135260773578 0.0023501950168471541
leaf_weight=83 77 52 57 53 66 56 77 52 88 67 101 67 84 54 69 56 55 971 59 61 557 57 54
leaf_count=83 77 52 57 53 66 56 77 52 88 67 101 67 84 54 69 56 55 971 59 61 557 57 54
internal_value=0 0.00172801 0.00153154 0.00137922 0.00308034 0.00225153 0.00177013 0.0031272 0.00315404 0.00149627 0.00171711 0.000937666 0.00078545 0.00312633 0.00321284 0.00267833 0.00327306 0.00322172 0.000551066 0.00298997 0.003041 0.00298638 0.0026933
internal_weight=0 694 617 560 2279 122 297 2157 2105 220 168 263 210 2017 1234 125 1109 1026 143 783 668 614 115
internal_count=2973 694 617 560 2279 122 297 2157 2105 220 168 263 210 2017 1234 125 1109 1026 143 783 668 614 115
is_linear=0
shrinkage=0.00250084


Tree=1732
num_leaves=24
num_cat=0
split_feature=1 3 52 52 2 2 3 150 3 0 15 150 3 0 52 42 1456 13 13 0 0 1 1210
split_gain=125.636 25.749 18.5438 9.55655 9.35094 7.6776 6.47875 5.8986 6.51153 5.46601 5.23667 7.03585 4.09511 3.97269 3.42305 2.72923 2.34271 2.08284 3.62982 2.58976 2.05852 1.91016 1.30849
threshold=0.10557500000000002 0.3148450000000001 -0.41694999999999993 0.12484500000000003 -1.0000000180025095e-35 0.092250000000000013 -0.14088999999999999 0.083435000000000023 -0.13827999999999999 -0.14920999999999998 -0.2987999999999999 0.084800000000000014 -0.095789999999999986 -0.22480499999999998 -0.046194999999999993 0.11769000000000002 -0.049804999999999995 0.041960000000000004 0.085955000000000018 -0.071379999999999985 -0.077104999999999993 0.13522500000000001 -0.08126499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 -1 9 -4 8 -7 13 21 14 -10 -6 -12 16 -14 19 -19 20 22 -8 -11
right_child=1 -3 3 -5 5 7 10 -9 12 17 11 -13 15 -15 -16 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0021308905782848266 0.0032116050631609125 0.0003272512526427892 0.0022349296625593937 0.0025857077868600919 0.0032006557369086111 0.0035962440738798672 0.0012160749320311074 0.0020367425083529823 0.0020532076531999256 0.0035115175616108711 0.0015116649922007864 0.00096437505515984301 0.0034544676610637507 0.0042334812633127404 0.0023356056975489996 0.0023239513689255744 0.0028462456128696247 0.0022124953997021074 0.003116876566778848 0.0035941851992742852 0.0026427005839365441 0.00051839732583746343 0.0030890629865843859
leaf_weight=93 65 95 76 72 56 80 62 69 53 58 70 83 52 54 79 67 474 54 83 78 74 54 972
leaf_count=93 65 95 76 72 56 80 62 69 53 58 70 83 52 54 79 67 474 54 83 78 74 54 972
internal_value=0 0.00163089 0.0018516 0.00167331 0.00297292 0.00300812 0.00151831 0.00279454 0.00286652 0.00312692 0.00136172 0.00159668 0.00277611 0.00370794 0.00194871 0.00284067 0.00290643 0.00307844 0.00276062 0.00311525 0.00308139 0.000891543 0.00311288
internal_weight=0 656 561 496 2317 2224 424 795 726 1429 348 232 646 110 149 593 526 1319 137 1182 1104 116 1030
internal_count=2973 656 561 496 2317 2224 424 795 726 1429 348 232 646 110 149 593 526 1319 137 1182 1104 116 1030
is_linear=0
shrinkage=0.00270699


Tree=1733
num_leaves=11
num_cat=0
split_feature=3 97 49 1210 159 1425 1 0 11 42
split_gain=5.04236 2.9035 2.46288 2.03827 1.97761 1.61565 1.61398 2.00505 1.53547 1.3156
threshold=0.3148450000000001 -0.0047149999999999996 -0.16404499999999997 -0.08126499999999999 -0.41771999999999992 0.084940000000000015 0.089625000000000024 0.060910000000000006 0.078340000000000007 0.08955500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 9 6 8 -8 -6 -5
right_child=-2 2 3 4 5 -7 7 -9 -10 -11
leaf_value=-0.00081686621148959653 -0.0010557309580500971 0.0034624961402682773 0.0028979433828807909 0.0036252499379005008 0.0015017453812863179 0.0030866510022468444 0.00070374179367912874 0.0026963234949900858 -0.00028962510036414056 0.0014815789060220962
leaf_weight=66 99 69 102 71 1564 56 764 63 57 62
leaf_count=66 99 69 102 71 1564 56 764 63 57 62
internal_value=0 0.00140675 0.00145906 0.00140855 0.00135089 0.00128308 0.00124177 0.000855673 0.00143868 0.00262681
internal_weight=0 2874 2808 2739 2637 2504 2448 827 1621 133
internal_count=2973 2874 2808 2739 2637 2504 2448 827 1621 133
is_linear=0
shrinkage=0.0107308


Tree=1734
num_leaves=12
num_cat=0
split_feature=44 10 2 151 34 150 0 41 41 34 40
split_gain=3.6801 3.1439 2.48111 1.61974 1.77624 2.14169 3.75709 2.82217 2.92506 2.06181 1.75286
threshold=0.081710000000000019 -0.089679999999999982 0.14870000000000003 0.12207000000000001 -0.023104999999999997 0.089810000000000015 -0.096444999999999989 0.078150000000000011 0.088910000000000017 -0.085489999999999997 -0.065259999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 7 -7 10 -9 -3 -6
right_child=-2 2 -4 -5 5 6 -8 8 -10 -11 -12
leaf_value=-0.00071474970336350533 0.0033561330639803291 0.0010792787358036102 -0.00073629077199701364 0.0025397256046111399 0.0021269870248958513 -0.0011660274061287938 0.0013384934499127564 0.004099884297668421 0.0011291410004291005 -0.0014513568569065947 0.00096095373406129999
leaf_weight=98 52 54 71 56 114 99 102 52 60 54 2161
leaf_count=98 52 54 71 56 114 99 102 52 60 54 2161
internal_value=0 0.000897342 0.00095334 0.000996967 0.000964885 0.00101291 0.000104437 0.00108937 0.00250929 -0.000185134 0.00101943
internal_weight=0 2921 2823 2752 2696 2588 201 2387 112 108 2275
internal_count=2973 2921 2823 2752 2696 2588 201 2387 112 108 2275
is_linear=0
shrinkage=0.00915867


Tree=1735
num_leaves=12
num_cat=0
split_feature=1375 474 39 39 151 150 1446 11 13 16 40
split_gain=3.37512 1.97304 1.78679 2.05178 1.51443 2.14436 1.79895 2.87905 2.72906 1.30629 1.30454
threshold=-0.10702499999999998 -0.093859999999999985 0.11334500000000002 0.09086000000000001 0.084350000000000008 0.08926000000000002 0.088415000000000007 1.0000000180025095e-35 -0.06286499999999999 -0.40885499999999991 -0.069544999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -8 -7 -5
right_child=1 2 -4 10 -6 9 8 -9 -10 -11 -12
leaf_value=-0.0014909150982725255 0.0025893014727477698 0.00088432648626775832 -0.0005560608423469624 0.0031140729112552001 0.0021297505023470924 0.00078786276197246523 0.00085164811507616376 0.0022494353581645025 -0.0019732952234581681 -0.0010517919891934947 0.0010958806369406825
leaf_weight=57 70 2068 80 68 93 65 95 164 52 91 59
leaf_count=57 70 2068 80 68 93 65 95 164 52 91 59
internal_value=0 0.000944289 0.000903634 0.000946059 0.000886517 0.000840865 0.00091471 0.000984678 -0.000146932 -0.000284591 0.00217732
internal_weight=0 2905 2835 2755 2628 2535 2379 2232 147 156 127
internal_count=2962 2905 2835 2755 2628 2535 2379 2232 147 156 127
is_linear=0
shrinkage=0.00991364


Tree=1736
num_leaves=23
num_cat=0
split_feature=1 1 2 2 457 447 12 2 159 0 1 13 124 1 0 12 2 3 12 480 13 52
split_gain=152.533 24.5574 20.9422 15.1241 9.7825 9.54646 6.22184 5.87747 5.93747 5.44947 5.56599 5.38586 4.89872 4.54471 10.7794 4.46328 4.40643 3.74272 3.46157 2.96331 2.84151 1.84085
threshold=0.10661000000000002 0.12381000000000002 0.10656 0.098655000000000007 0.067035000000000011 0.084420000000000009 -0.032329999999999991 -0.040939999999999997 0.08573500000000002 -0.14164999999999997 0.083065000000000014 -0.0015099999999999998 -0.078224999999999989 0.082295000000000021 -0.046614999999999997 0.10211000000000002 0.13270000000000001 -0.070724999999999996 0.092165000000000011 -0.065749999999999989 0.041960000000000004 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
left_child=3 2 17 5 6 9 -5 -3 16 10 -1 -4 -11 14 18 19 -9 -2 -8 -14 -21 -20
right_child=1 7 11 4 -6 -7 13 8 -10 12 -12 -13 15 -15 -16 -17 -18 -19 21 20 -22 -23
leaf_value=0.0042362417801583459 0.0032915316686780599 0.00056997713580505486 0.0013369642461067825 0.0021908958513537765 0.0018086793285510315 0.0022664778467166801 0.0036575981428027798 0.0022742871268469208 0.00086630349064957069 0.0025303720921760918 0.0032920033618083467 0.0021597995040746575 0.0039093119755121584 0.0035196796185299846 0.0018721594778472129 0.0027946488041679812 0.0014183309650546961 0.0024639510401904549 0.0027522896261551462 0.0033418110660662441 0.002922370330833363 0.0032232421221153125
leaf_weight=75 88 56 99 61 53 54 53 56 71 52 76 93 52 90 52 100 103 53 119 1312 106 88
leaf_count=75 88 56 99 61 53 54 53 56 71 52 76 93 52 90 52 100 103 53 119 1312 106 88
internal_value=0 0.00181021 0.00226289 0.00317878 0.00280776 0.00328355 0.00292207 0.00128305 0.00145656 0.00331451 0.00376117 0.00173566 0.00327291 0.00303296 0.00289247 0.00329749 0.00171996 0.00298064 0.00309643 0.00333168 0.00331048 0.00295263
internal_weight=0 619 333 2343 516 1827 463 286 230 1773 151 192 1622 402 312 1570 159 141 260 1470 1418 207
internal_count=2962 619 333 2343 516 1827 463 286 230 1773 151 192 1622 402 312 1570 159 141 260 1470 1418 207
is_linear=0
shrinkage=0.0024518


Tree=1737
num_leaves=27
num_cat=0
split_feature=1 1 12 2 49 447 4 0 42 4 0 12 1 0 2 51 0 12 13 133 3 3 133 16 2 2
split_gain=166.469 34.0187 24.742 17.0265 12.2059 6.22034 5.46631 11.3476 5.32309 5.12813 4.61626 4.55822 10.4484 5.01203 4.08825 3.55372 5.45998 4.46 2.95164 2.50594 2.27829 2.13857 1.28223 1.17706 1.16447 1.10261
threshold=0.10557500000000002 0.13074500000000003 0.086885000000000004 0.097005000000000022 -0.042254999999999994 0.084420000000000009 -0.27577999999999997 -0.06612999999999998 0.09364500000000002 0.094220000000000012 -0.11825999999999999 -1.0000000180025095e-35 0.077020000000000019 -0.046614999999999997 0.10682000000000001 0.080080000000000026 -0.14680499999999999 0.082795000000000021 -0.27740999999999993 0.092215000000000005 -0.078884999999999997 -0.080349999999999991 0.017095000000000003 0.0030150000000000008 0.088245000000000004 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
left_child=3 2 9 5 -5 6 -1 15 18 10 -2 -6 13 19 20 16 -8 -17 -3 22 -4 -18 -13 -21 -19 -11
right_child=1 8 14 4 11 -7 7 -9 -10 25 -12 12 -14 -15 -16 17 21 24 -20 23 -22 -23 -24 -25 -26 -27
leaf_value=0.0042637604349859831 0.0011194356166571609 0.0011459878858302035 0.0037825656411904457 0.0021484175594607847 0.0025829658145431669 0.0026958673376201794 0.004310954739549744 0.0024451349008433334 0.00071130835499966065 0.0025697030620143281 0.0020711020690284861 0.0032586763770048165 0.0040293939171091092 0.0023964817395927943 0.0026027844370394978 0.0026844361341301312 0.0036429557615969689 0.0037055660360470993 0.0018101351209599374 0.0031771962819016381 0.0030751852190267757 0.0034205730923907354 0.0037296645409706972 0.0026752637664388583 0.0032750221283297087 0.0020880054666034781
leaf_weight=64 63 74 57 79 65 52 65 56 73 52 60 108 89 54 52 57 944 77 89 60 54 366 53 55 78 66
leaf_count=64 63 74 57 79 65 52 65 56 73 52 60 108 89 54 52 57 944 77 89 60 54 366 53 55 78 66
internal_value=0 0.00200203 0.00243414 0.00341444 0.003043 0.00353331 0.0035588 0.00353133 0.00126222 0.00193486 0.00158388 0.00318896 0.00328291 0.0030815 0.00317217 0.00356964 0.00361538 0.00327286 0.00150878 0.00321543 0.00343867 0.00358084 0.00341388 0.00293737 0.00348907 0.0023005
internal_weight=0 640 404 2322 563 1759 1707 1643 236 241 123 484 419 330 163 1587 1375 212 163 276 111 1310 161 115 155 118
internal_count=2962 640 404 2322 563 1759 1707 1643 236 241 123 484 419 330 163 1587 1375 212 163 276 111 1310 161 115 155 118
is_linear=0
shrinkage=0.0024518


Tree=1738
num_leaves=30
num_cat=0
split_feature=1 1 2 2 49 1 13 2 39 13 42 13 2 49 11 2 13 1 16 42 48 16 16 16 16 1 13 2 16
split_gain=174.133 31.2696 17.4422 12.0547 12.407 6.23535 7.99599 4.83695 5.66991 5.89833 4.58804 6.9784 4.00882 3.77284 3.68396 2.34608 2.51448 2.21036 2.73405 2.14822 2.02349 2.35457 1.83868 1.70082 3.71589 1.16547 0.663435 0.507869 0.454264
threshold=0.10557500000000002 0.13074500000000003 0.11203000000000002 0.098655000000000007 -0.042254999999999994 0.094090000000000021 -0.015454999999999998 -0.032374999999999994 0.098380000000000009 -0.086094999999999991 0.073240000000000013 -0.00080499999999999983 0.12860500000000002 -0.0073549999999999996 1.0000000180025095e-35 0.08895500000000002 0.06301000000000001 0.077020000000000019 -1.0000000180025095e-35 0.08511500000000001 0.090935000000000016 -0.0043399999999999992 -0.15105999999999997 0.014185000000000001 -1.0000000180025095e-35 0.09697500000000002 0.0066400000000000009 0.093595000000000025 -0.087969999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 5 -5 14 25 -3 9 -9 11 -2 17 -4 15 16 23 18 28 -20 21 26 -15 24 -1 -7 -17 -23 -6
right_child=1 7 13 4 12 6 -8 8 -10 -11 -12 -13 -14 22 -16 20 -18 -19 19 -21 -22 27 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0032814292365112908 0.0016624738402738028 0.00052268007146025013 0.0011731791535927846 0.001918156703754025 0.0029784053142201811 0.0028749844076818303 0.0020486717556134123 0.001069400763095028 0.00077304635233372415 0.0021060880271582703 0.0029472172839294661 0.0027736903665871375 0.0023570995658803075 0.0021719716160176093 0.0036492639715737917 0.0030710413825393197 0.0028740269798070814 0.0033176939755489156 0.0023465070590042978 0.0029433631027948183 0.0027165598927578103 0.0032605896975015682 0.0016204262138822018 0.0029750272981350968 0.0038422712096545155 0.0033515660303147757 0.0027953704679570418 0.0035483555362792246 0.0032375337283694653
leaf_weight=827 52 55 60 72 66 53 54 55 68 58 99 66 54 56 101 240 80 96 58 68 71 83 71 80 66 55 58 56 84
leaf_count=827 52 55 60 72 66 53 54 55 68 58 99 66 54 56 101 240 80 96 58 68 71 83 71 80 66 55 58 56 84
internal_value=0 0.00176697 0.0021497 0.0031015 0.00278877 0.00318687 0.00276165 0.00111168 0.00129053 0.00160172 0.0025868 0.00228421 0.00293586 0.00164235 0.00322831 0.00320105 0.00326242 0.00301981 0.00291611 0.00266881 0.0030738 0.00313179 0.00186382 0.00329433 0.00332291 0.00311791 0.00301747 0.0033767 0.00312368
internal_weight=0 640 404 2322 498 1824 162 236 181 113 217 118 426 187 1662 1561 1053 372 276 126 508 437 127 973 893 108 298 139 150
internal_count=2962 640 404 2322 498 1824 162 236 181 113 217 118 426 187 1662 1561 1053 372 276 126 508 437 127 973 893 108 298 139 150
is_linear=0
shrinkage=0.00226508


Tree=1739
num_leaves=29
num_cat=0
split_feature=4 12 150 12 43 12 41 4 4 43 12 16 0 43 12 4 40 40 0 16 12 402 0 1453 130 12 12 43
split_gain=167.146 53.2981 28.188 18.5019 12.2271 8.94129 10.1402 7.73476 14.913 6.32045 5.37165 3.56703 3.2926 3.10638 6.34135 2.94889 2.94473 2.47035 2.2672 1.89236 1.4137 1.3058 0.953245 0.895025 0.586153 0.57257 0.507973 0.433294
threshold=0.31392000000000003 0.056995000000000011 0.090965000000000004 0.13936000000000001 -0.031974999999999996 0.091545000000000015 0.075585000000000013 -0.22295999999999996 -0.0060699999999999999 -0.095049999999999982 -0.038859999999999992 0.0011450000000000004 -0.11214999999999999 -0.083804999999999977 0.093910000000000007 -0.0086549999999999978 -0.065744999999999984 -0.08095999999999999 -0.105195 0.51165500000000008 -1.0000000180025095e-35 -0.040969999999999993 -0.081224999999999978 -0.011369999999999998 0.011480000000000002 0.087065000000000017 0.095815000000000011 0.092445000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 9 6 12 -6 -9 -1 16 15 -3 -13 -15 22 -2 -11 -12 -16 -10 25 -7 -23 -24 -14 -17 -28
right_child=10 3 -4 -5 7 11 -8 8 20 17 18 13 21 14 19 26 -18 -19 -20 -21 -22 23 24 -25 -26 -27 27 -29
leaf_value=0.0030090509733105442 0.0012430119709198016 0.0030571075101870839 0.0009937488997889851 0.0019351762705771226 0.0039268500781468839 0.003998671760878105 0.0049163482671439355 0.0017700203131533598 0.0036808008652757275 0.0022373473523909153 0.0018565112628774717 0.0026065262331050878 0.0043022155542664252 0.0042171726172858222 0.0028899203262849078 0.0034898424170150591 0.00044340822998107916 0.0013859625692408933 0.0011833474470874731 0.0034153140385487011 0.0031254248010522162 0.0034022359119417751 0.0037083676843992519 0.0037647237070314518 0.0033590861521691825 0.0038647593306721947 0.00296852754502578 0.0033359173113669373
leaf_weight=59 69 56 78 54 87 82 64 66 77 62 90 62 52 53 134 54 85 52 77 100 77 62 205 889 52 52 59 53
leaf_count=59 69 56 78 54 87 82 64 66 77 62 90 62 52 53 134 54 85 52 77 100 77 62 205 889 52 52 59 53
internal_value=0 0.0033847 0.00259603 0.00359595 0.00285633 0.00364014 0.00380294 0.00320075 0.00291346 0.00224498 0.00118926 0.0034161 0.00373878 0.00319194 0.0033183 0.00357095 0.000801871 0.00184927 0.00154631 0.00311458 0.00340331 0.00377493 0.00372519 0.00374112 0.00363782 0.00408378 0.00325578 0.00314266
internal_weight=0 2641 558 2083 480 2029 1175 307 220 173 321 854 1111 349 287 505 154 114 167 234 154 1055 339 951 257 104 166 112
internal_count=2962 2641 558 2083 480 2029 1175 307 220 173 321 854 1111 349 287 505 154 114 167 234 154 1055 339 951 257 104 166 112
is_linear=0
shrinkage=0.00287267


Tree=1740
num_leaves=19
num_cat=0
split_feature=15 2 3 12 51 14 14 2 16 457 12 42 43 43 12 16 15 3
split_gain=111.968 61.2797 20.4972 18.868 13.5201 12.0933 12.0869 8.06176 6.70854 6.56339 7.65882 6.29287 6.05708 10.1175 3.20024 3.04545 2.40575 1.40918
threshold=-0.24211499999999997 0.11891500000000001 0.11391500000000002 -1.0000000180025095e-35 -0.073259999999999978 -0.42227999999999993 0.073890000000000011 0.14870000000000003 -0.49353499999999995 0.062030000000000009 0.090285000000000018 0.080725000000000005 -0.065749999999999989 -0.085594999999999991 -0.073629999999999987 -0.095264999999999989 -0.032144999999999993 -0.022704999999999996
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 12 -3 -1 9 17 -7 10 15 -11 13 -2 -10 -5 -12 -6
right_child=1 4 -4 6 7 8 -8 -9 14 11 16 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0025242125916077642 0.00327646805865071 0.0032752656958628646 0.0023514923180332418 0.0034613435755284951 0.0025486650525404298 0.0019917062737118507 0.0045030279739895459 0.00121062754720995 0.00055491641131083275 0.0024913188093177124 0.0032858806715966695 0.0036223104982119319 0.0034566404806981596 0.0019628553742041506 0.0013787497420103222 0.0038182970411740941 0.0035555726847715072 0.0019966769983697646
leaf_weight=74 66 55 87 172 59 62 92 67 54 62 325 57 70 76 60 933 529 54
leaf_count=74 66 55 87 172 59 62 92 67 54 62 325 57 70 76 60 933 529 54
internal_value=0 0.0034074 0.00352129 0.00356401 0.00221073 0.00169219 0.00363226 0.00188531 0.00134221 0.00359369 0.00362772 0.00303327 0.00286529 0.00257359 0.000988743 0.00376276 0.00345297 0.00228511
internal_weight=0 2704 2469 2382 235 250 2170 180 176 2078 1959 119 212 142 114 1105 854 113
internal_count=2954 2704 2469 2382 235 250 2170 180 176 2078 1959 119 212 142 114 1105 854 113
is_linear=0
shrinkage=0.0024518


Tree=1741
num_leaves=21
num_cat=0
split_feature=4 40 13 14 14 16 4 43 15 43 13 484 4 159 16 42 16 43 4 13
split_gain=159.713 25.8206 21.1276 11.1521 10.4154 19.0807 7.73592 6.56751 6.19832 5.06093 4.28025 7.74036 5.38665 4.08089 3.85343 2.13717 1.95886 1.62126 0.995635 0.579093
threshold=0.31392000000000003 -0.034699999999999988 -0.27740999999999993 0.073890000000000011 -0.42227999999999993 -0.43491999999999992 0.018150000000000003 -0.06372499999999999 -0.026469999999999997 -0.085594999999999991 -0.0021099999999999995 0.085225000000000009 -0.096364999999999992 -0.032069999999999994 -0.53870999999999991 -0.088814999999999991 -0.053299999999999993 -0.066289999999999988 0.24099500000000004 -0.071964999999999987
decision_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 6 -2 14 10 9 16 -1 12 13 -4 -12 -6 -14 18 -18 -8 -16
right_child=4 2 3 -5 5 -7 8 -9 -10 -11 11 -13 15 -15 19 -17 17 -19 -20 -21
leaf_value=0.0027359835618782002 0.0023327869196252769 0.0021113681207862397 0.0028234710190270223 0.0044771777584880282 0.0020771942039743375 -0.00011364646956030171 0.0036961972743519205 0.0033111577324992114 0.0024407244459351911 0.0017322801769669694 0.0042248515241732698 0.0024581716729361225 0.0041057385859249616 0.003421003315766604 0.0011082602862108706 0.0036827408197689679 0.0033315433079728284 0.0027082518980500853 0.0032772195299178154 0.0014946540804657751
leaf_weight=71 74 76 52 94 76 63 103 55 70 77 52 58 96 448 61 1171 77 52 73 55
leaf_count=71 74 76 52 94 76 63 103 55 70 77 52 58 96 448 61 1171 77 52 73 55
internal_value=0 0.00343924 0.00351699 0.00356252 0.0014383 0.00117861 0.00352432 0.00251139 0.00316872 0.00221398 0.00359535 0.00339594 0.0036797 0.00350466 0.00160278 0.00371481 0.00333571 0.00308052 0.00352258 0.00129171
internal_weight=0 2625 2422 2346 329 255 2252 203 375 148 1877 558 1319 500 192 1267 305 129 176 116
internal_count=2954 2625 2422 2346 329 255 2252 203 375 148 1877 558 1319 500 192 1267 305 129 176 116
is_linear=0
shrinkage=0.00270699


Tree=1742
num_leaves=27
num_cat=0
split_feature=1 1 14 12 39 1 4 4 15 4 51 1 4 16 474 12 1 16 42 39 47 4 1186 48 42 43
split_gain=158.565 34.8393 20.588 17.2472 14.3952 13.9146 11.1949 7.18665 5.75977 5.02095 4.34567 5.00851 3.6494 4.42875 4.22768 3.3889 3.35116 2.98441 2.9332 2.86599 2.32717 2.17346 2.16996 2.02541 1.41678 0.560229
threshold=0.10398500000000001 0.13130500000000003 0.056865000000000006 0.085075000000000026 1.0000000180025095e-35 0.088035000000000016 0.50291500000000011 -0.040394999999999993 -0.47129499999999996 0.018150000000000003 0.080080000000000026 0.077375000000000013 -0.47860499999999995 0.0077850000000000011 0.088510000000000019 0.090045000000000014 0.084815000000000015 -0.0024749999999999993 0.093535000000000021 0.0095750000000000019 0.082465000000000024 0.41248000000000007 0.021560000000000003 0.087770000000000015 -0.044384999999999994 -0.079244999999999982
decision_type=2 2 2 2 2 2 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 17 9 -6 19 -5 -8 10 12 15 -1 22 -15 -12 18 21 24 -3 -9 23 -14 -2 -11 -26
right_child=1 6 -4 7 5 -7 8 20 -10 16 11 -13 13 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27
leaf_value=0.0041308301272612955 0.0027998753918741771 0.0020636861369283982 0.0046770483635336646 0.0039224103573679619 0.0033604002019350012 0.0016471090044540935 0.0011535194945550087 0.0023849817832546872 -7.2602322222800587e-05 0.0031593240290275519 0.0040101900041339695 0.0026865821105813612 0.0035990079568120632 0.0030484643834935632 0.0038460146580721723 0.0031677992798880084 0.0025868658865839532 0.0015734261944268034 0.0028187125183097967 0.0012532465640565356 0.0031041546846976337 0.001845520525435513 0.0041246906176678616 0.0020885381234649865 0.0034604410253490747 0.0038496598302860188
leaf_weight=83 55 74 97 52 74 61 56 63 52 62 56 86 1121 196 62 86 58 75 65 53 65 74 59 59 52 58
leaf_count=83 55 74 97 52 74 61 56 63 52 62 56 86 1121 196 62 86 58 75 65 53 65 74 59 59 52 58
internal_value=0 0.00201765 0.00347992 0.00245587 0.00342662 0.00258646 0.00119143 0.00308914 0.000562902 0.00348209 0.00353625 0.00319344 0.00358762 0.00355625 0.00324023 0.00350021 0.00316091 0.00202235 0.00330128 0.00172569 0.00275041 0.00220129 0.00362532 0.00243198 0.00348348 0.00366592
internal_weight=0 678 2276 443 2179 135 235 180 108 2044 1749 228 1521 1438 258 142 295 263 237 127 128 188 1180 114 172 110
internal_count=2954 678 2276 443 2179 135 235 180 108 2044 1749 228 1521 1438 258 142 295 263 237 127 128 188 1180 114 172 110
is_linear=0
shrinkage=0.00265391


Tree=1743
num_leaves=23
num_cat=0
split_feature=1 1 39 12 1 14 12 2 457 1 2 12 147 12 51 1 12 13 43 13 2 474
split_gain=225.842 49.4512 20.4261 17.3308 15.7158 10.7709 9.42489 8.53208 7.39587 12.2967 6.61471 6.00685 5.59556 5.06724 3.98706 4.85977 3.80315 2.90066 5.89935 2.7688 1.99542 2.03891
threshold=0.10398500000000001 0.13662500000000002 0.0039300000000000003 0.085075000000000026 0.088035000000000016 0.056865000000000006 0.11755500000000001 0.16730000000000003 0.048870000000000004 0.084470000000000003 0.11043500000000002 0.090285000000000018 1.0000000180025095e-35 0.096265000000000003 -1.0000000180025095e-35 0.12313000000000002 -0.010419999999999997 0.17888000000000001 -0.12118 -0.016319999999999998 0.10472500000000001 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
left_child=2 3 5 12 -4 6 8 19 11 -10 13 20 14 -5 -2 16 -16 18 -13 -3 21 -1
right_child=1 7 4 10 -6 -7 -8 -9 9 -11 -12 17 -14 -15 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0037759817301760744 0.0026314564912901092 0.00074931421951425384 0.0033215457645022857 0.0037532965495089702 0.0016286807927915876 0.0043949660326021963 0.0026090039053258502 -7.7644427373333179e-05 0.0035860476472440259 0.0020298245491029909 0.0021012722542422591 0.0026104018683826263 0.0011464553698067842 0.0027617703998486956 0.0025595050497043761 0.0012712989945487306 0.0017324058997275603 0.0039197370543112295 0.0034403900320687728 0.001510346228860963 0.00324113182404371 0.0034420420232480556
leaf_weight=916 56 66 77 52 62 92 69 57 82 52 54 59 53 86 67 59 73 66 613 55 55 133
leaf_count=916 56 66 77 52 62 92 69 57 82 52 54 59 53 86 67 59 73 66 613 55 55 133
internal_value=0 0.00185184 0.00349628 0.00225484 0.00256665 0.00355673 0.00351901 0.000719652 0.00355077 0.00298234 0.00284482 0.00359211 0.00188698 0.00313558 0.00204079 0.00187443 0.00212842 0.00341698 0.00336756 0.00109546 0.00370915 0.00373367
internal_weight=0 678 2276 500 139 2137 2045 178 1976 134 192 1842 308 138 255 199 140 738 672 121 1104 1049
internal_count=2954 678 2276 500 139 2137 2045 178 1976 134 192 1842 308 138 255 199 140 738 672 121 1104 1049
is_linear=0
shrinkage=0.00250084


Tree=1744
num_leaves=25
num_cat=0
split_feature=1 1 14 124 16 3 4 4 0 16 4 0 0 4 0 1 0 16 0 0 15 3 1 4
split_gain=244.598 43.6295 26.6885 18.9475 15.8149 15.1966 15.2874 8.57291 5.63738 5.57214 6.55862 5.84583 5.08997 7.43087 8.30111 4.31038 3.15251 2.08215 3.13574 1.94805 1.89506 1.62179 1.44016 0.611384
threshold=0.10398500000000001 0.12448500000000001 0.064610000000000015 -0.084084999999999979 0.14976500000000001 0.28833000000000003 0.42405000000000009 0.018150000000000003 -0.13165999999999997 -0.0032799999999999995 0.27644500000000005 -0.12851999999999997 -0.077574999999999991 -0.40515499999999993 -0.044434999999999995 0.083670000000000008 -0.11214999999999999 0.052690000000000008 -0.081644999999999981 -0.097224999999999992 -0.19153499999999998 -0.074234999999999982 0.083065000000000014 0.064860000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 9 6 -3 8 -5 10 11 -2 17 22 -15 16 -9 19 -19 -10 -12 23 -14 -18
right_child=1 5 -4 7 -6 -7 -8 15 12 -11 20 -13 13 14 -16 -17 21 18 -20 -21 -22 -23 -24 -25
leaf_value=0.0016349652467994732 0.0014882385815185792 0.0015793561073223668 0.0038348065980464861 0.0022582944765536122 0.0025542623725253177 -3.2408092812313369e-05 0.00040915089737423541 0.0029426413580026533 0.0033147117563395502 0.001018088237756689 0.001599539931741652 0.0023830420939394675 0.002826430908451763 0.0026280918251684062 0.0017352715018481499 0.0019302623672070001 0.002421296564113024 0.0022867775914133422 0.0029904976653224173 0.0029073905256856215 0.0010403843340037354 0.0021783103706863429 0.0032845544512826938 0.0027332263367669659
leaf_weight=70 55 102 96 81 88 87 94 66 55 68 52 77 53 334 53 62 60 58 54 1027 55 79 73 55
leaf_count=70 55 102 96 81 88 87 94 66 55 68 52 77 53 334 53 62 60 58 54 1027 55 79 73 55
internal_value=0 0.00132245 0.00275443 0.00270684 0.0017718 0.000695177 0.00101825 0.00274239 0.00279907 0.00154744 0.00169796 0.00201038 0.00282472 0.00264989 0.00250588 0.00242755 0.00254605 0.00289982 0.00262627 0.00292812 0.00131233 0.00241101 0.00309203 0.00257067
internal_weight=0 678 2276 2180 395 283 196 2110 1788 307 239 132 1707 513 387 322 260 1194 112 1082 107 194 126 115
internal_count=2954 678 2276 2180 395 283 196 2110 1788 307 239 132 1707 513 387 322 260 1194 112 1082 107 194 126 115
is_linear=0
shrinkage=0.00209259


Tree=1745
num_leaves=10
num_cat=0
split_feature=40 34 106 45 147 10 14 1209 1213
split_gain=4.65777 5.05069 3.13575 2.75879 2.0965 2.73311 2.09923 1.48236 2.00789
threshold=0.0045850000000000005 -0.066379999999999981 0.082125000000000017 1.0000000180025095e-35 0.090890000000000012 -0.013164999999999998 0.073890000000000011 -0.079544999999999991 0.084055000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 7 -7 -9
right_child=-2 3 -4 -5 -6 6 -8 8 -10
leaf_value=-0.0016112561112945685 0.0001263097095988582 0.00071641188411350758 0.0024265239368618423 0.0057366841033966104 0.001136617778944462 0.0012186227245317323 0.0049366283016738753 0.0032097875838093784 0.0019567018060710024
leaf_weight=53 84 68 55 53 82 60 87 2204 196
leaf_count=53 84 68 55 53 82 60 87 2204 196
internal_value=0 0.00295846 0.00044385 0.00305717 0.00300446 0.00306299 0.00312559 0.00306149 0.0031075
internal_weight=0 2858 108 2750 2697 2615 2547 2460 2400
internal_count=2942 2858 108 2750 2697 2615 2547 2460 2400
is_linear=0
shrinkage=0.0118477


Tree=1746
num_leaves=19
num_cat=0
split_feature=1 4 10 34 2 2 14 0 1 2 3 2 52 1213 4 0 3 1213
split_gain=8.3166 8.43851 3.92586 6.1442 3.77081 3.35791 2.92041 2.62474 2.26075 2.11088 1.99926 2.42945 1.31844 2.7325 2.06556 1.69773 1.41337 1.18799
threshold=0.10910500000000002 -0.51843499999999987 -0.07371999999999998 -0.028269999999999997 -0.085784999999999986 0.10979000000000001 -0.42227999999999993 -0.23395499999999997 0.12061000000000001 0.12068000000000001 0.11878500000000002 0.13501500000000002 0.024870000000000003 0.057190000000000005 -0.097349999999999978 -0.14920999999999998 -0.064734999999999987 0.10455500000000001
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 -3 8 -7 -6 -5 12 -8 -12 13 15 -14 -9 -16 -15
right_child=2 4 3 5 7 6 10 9 -10 -11 11 -13 14 17 16 -17 -18 -19
leaf_value=0.0055107413059925026 0.0026858298939133624 -0.00039551920618909406 -0.0021785448595749869 0.00076269710885963832 0.0038796288109723435 0.00209293971545387 -0.0011637302258997759 0.0030528730482041883 0.0028965416412335722 0.00061661220998595776 0.0019543868129001493 -0.00062140309379783904 0.0037742045705382097 -0.00047213800127873497 0.0020257924667597205 0.0018286653673831681 0.0034321734526481934 0.0013657137994829936
leaf_weight=52 74 53 58 72 55 54 93 96 83 91 53 61 64 53 754 1060 60 56
leaf_count=52 74 53 58 72 55 54 93 96 83 91 53 61 64 53 754 1060 60 56
internal_value=0 0.0020023 0.000799791 0.000505148 0.00192436 0.000879543 0.000269635 0.00197811 0.00190594 0.00193126 -0.000205556 0.000575289 0.00198704 0.00180475 0.00224956 0.00193041 0.00212957 0.000471217
internal_weight=0 2394 548 474 2342 416 261 2289 155 2234 207 114 2143 1265 878 1156 814 109
internal_count=2942 2394 548 474 2342 416 261 2289 155 2234 207 114 2143 1265 878 1156 814 109
is_linear=0
shrinkage=0.00880303


Tree=1747
num_leaves=16
num_cat=0
split_feature=1 4 4 4 457 1 0 52 12 3 39 12 4 51 3
split_gain=6.08077 3.79452 2.145 2.79023 2.24976 4.78312 4.10346 2.15652 1.7371 3.0284 1.56853 2.33605 1.74918 1.47657 1.1477
threshold=0.12313000000000002 -0.51843499999999987 0.27120500000000008 0.41823000000000005 0.08351500000000002 0.094715000000000008 -0.14920999999999998 -0.034409999999999989 -0.11319999999999998 -0.013174999999999997 0.085505000000000012 -1.0000000180025095e-35 0.058025000000000007 0.078960000000000016 0.099330000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 7 13 -6 -2 -10 11 -8 -13 -3 -11
right_child=8 2 3 -5 5 -7 10 -9 9 14 -12 12 -14 -15 -16
leaf_value=0.0037258946044850172 0.0015905697744736057 0.0039523278829678935 -0.00033926582893857978 0.0018379235487774165 0.00060382752109138643 -0.0013715063454502294 -0.00013259200071012457 0.0028854834068998583 0.0011077536092407767 -0.0018998232945986223 0.0027142238157145081 0.0016645714847573529 0.00077938181060506582 0.0021339612409270853 -0.00026867485485448304
leaf_weight=60 58 74 100 78 69 58 61 56 94 53 87 1767 184 61 82
leaf_count=60 58 74 100 78 69 58 61 56 94 53 87 1767 184 61 82
internal_value=0 0.00157911 0.00152944 0.000614266 0.0015968 0.000675977 0.00167219 0.00162675 0.000256334 -8.11927e-05 0.0015783 0.00152913 0.00158114 0.00313138 -0.000909734
internal_weight=0 2655 2595 178 2417 183 2234 125 287 229 2099 2012 1951 135 135
internal_count=2942 2655 2595 178 2417 183 2234 125 287 229 2099 2012 1951 135 135
is_linear=0
shrinkage=0.00863042


Tree=1748
num_leaves=23
num_cat=0
split_feature=2 4 0 16 16 0 4 1 0 1210 4 1 474 3 13 48 16 3 133 13 4 3
split_gain=4.72012 2.41891 4.8371 3.19768 1.87645 2.28334 2.11953 3.00795 1.65768 3.20025 2.22732 2.5913 1.89185 1.87394 1.78471 1.76988 1.02116 0.8828 0.857972 0.83251 0.723342 0.398931
threshold=0.12026500000000001 -0.17568999999999999 0.024295000000000001 0.18879500000000002 -0.076029999999999986 -0.13409999999999997 -0.040394999999999993 0.12313000000000002 -0.079119999999999982 -0.063274999999999984 -0.085594999999999991 0.076160000000000019 0.089745000000000019 -0.012814999999999998 0.022635000000000006 0.087645000000000015 0.42146500000000003 -0.078484999999999985 0.099765000000000006 0.11671500000000001 -0.017399999999999995 -0.091204999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 -1 5 -2 -6 -8 10 -10 11 21 14 17 15 -12 -5 20 -19 -16 -11 -3
right_child=4 2 -4 16 6 -7 7 -9 9 13 12 -13 -14 -15 19 -17 -18 18 -20 -21 -22 -23
leaf_value=0.0038222180189905852 -0.00037559863339362584 0.0012985235974770476 -0.0014078160480725079 0.00072234170343473119 0.00096091546528080001 0.0018986205927538713 0.00026660738389926072 -0.0026634214752481885 -0.0011837744241114945 0.0012382278129930372 0.0017398120290364561 0.0038394048244969805 -0.00014077088854630906 -0.00047400041676973377 -0.00036049589620306153 0.00086550232124304744 0.0022785131363821732 0.0020949628385143176 0.0010574463467960475 0.0012061657247622903 0.00011797066269701572 0.0022483074303104641
leaf_weight=78 61 85 53 70 65 94 63 55 52 191 1048 71 63 52 60 239 72 175 109 54 65 67
leaf_count=78 61 85 53 70 65 94 63 55 52 191 1048 71 63 52 60 239 72 175 109 54 65 67
internal_value=0 0.00141209 0.0013272 0.00233157 0.000261321 0.00100297 -0.000366322 -0.00109826 0.00138943 0.000993701 0.00154044 0.00239374 0.00141039 0.00118513 0.00148021 0.00157753 0.00151207 0.00134508 0.00169711 0.000380749 0.000954169 0.00171782
internal_weight=0 2604 2384 220 338 155 183 118 2331 644 1687 223 1464 592 1401 1287 142 540 284 114 256 152
internal_count=2942 2604 2384 220 338 155 183 118 2331 644 1687 223 1464 592 1401 1287 142 540 284 114 256 152
is_linear=0
shrinkage=0.00915867


Tree=1749
num_leaves=24
num_cat=0
split_feature=1 0 34 12 3 51 3 1 48 41 1443 159 52 3 1204 39 12 52 3 1 1 1 0
split_gain=3.2066 2.11057 2.13021 5.97016 1.72855 1.65 2.87805 1.60499 2.20082 1.53791 2.16649 1.25842 1.24724 2.33452 1.70744 1.36924 1.54524 0.818682 1.42577 0.895124 0.777014 0.410848 0.343968
threshold=0.10684 -0.14385499999999998 -0.028269999999999997 -0.081654999999999991 -1.0000000180025095e-35 -0.033649999999999992 0.088880000000000015 0.14039500000000002 0.085760000000000017 0.081500000000000017 0.08623500000000002 0.043570000000000005 0.024870000000000003 -0.099169999999999994 -0.079324999999999993 0.0047850000000000011 0.090335000000000013 0.095185000000000006 -0.080854999999999996 0.092485000000000026 0.089875000000000024 0.11477000000000001 -0.195045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 22 -3 -4 9 -6 -7 8 11 10 12 21 14 -14 -1 16 -16 18 -15 -19 -8 -5 -2
right_child=1 2 3 7 5 6 20 -9 -10 -11 -12 -13 13 17 15 -17 -18 19 -20 -21 -22 -23 -24
leaf_value=-0.00067054514351903404 -0.00012231323684255848 -0.00066892066567671713 0.0036039787368313944 0.00015056506509722998 0.0010129191258219628 0.0042993889280666699 0.00084375962811956864 -0.00076704826646230989 0.0024707181663762294 -0.00019638611801511404 0.0032072707768092939 -0.00089288593727005427 0.0031534110918734095 0.0012857595412879784 0.0014964565315675131 -0.00019466281506450511 0.00071476726754841858 0.00080877918804148552 0.0026301287103997484 0.0021723559621512891 0.0024966877976005052 0.0012317310819740625 -0.0011795165896717503
leaf_weight=56 56 80 72 52 96 61 55 72 62 72 52 54 72 287 567 75 414 326 101 53 53 93 61
leaf_count=56 56 80 72 52 96 61 55 72 62 72 52 54 72 287 567 75 414 326 101 53 53 93 61
internal_value=0 0.000496822 0.000779576 0.00106596 0.0012925 0.00203225 0.00261066 0.000516882 0.000871467 0.00119798 0.00124815 0.000372686 0.00119588 0.00147904 0.00098215 0.00106989 0.00116668 0.00132173 0.00163598 0.000999738 0.00165588 0.000844718 -0.000674392
internal_weight=0 602 485 405 2340 265 169 333 261 2075 2003 199 1951 839 1112 1056 981 767 388 379 108 145 117
internal_count=2942 602 485 405 2340 265 169 333 261 2075 2003 199 1951 839 1112 1056 981 767 388 379 108 145 117
is_linear=0
shrinkage=0.00971926


Tree=1750
num_leaves=26
num_cat=0
split_feature=4 2 150 2 2 2 12 13 123 12 133 43 1429 160 12 4 43 3 160 3 130 159 13 12 133
split_gain=202.288 71.378 38.1365 24.7587 16.8592 15.0488 15.3019 8.1893 6.97774 6.16452 4.08455 3.9725 3.94722 10.2741 4.25672 5.35389 4.25449 3.60428 3.06499 4.53145 2.20541 2.07448 1.50504 1.13865 0.447561
threshold=0.31392000000000003 0.10052500000000002 0.082085000000000019 0.14132000000000003 0.15205000000000002 -1.0000000180025095e-35 -0.012249999999999999 -0.094359999999999986 0.08901000000000002 -1.0000000180025095e-35 0.089725000000000013 0.00042000000000000007 0.084815000000000015 -0.06668499999999998 0.09253500000000002 -0.14595999999999995 -0.03898999999999999 0.088880000000000015 -1.0000000180025095e-35 -0.11749 0.088805000000000009 -0.021179999999999997 -0.050424999999999991 0.10011000000000002 0.31405000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 7 8 6 -1 -3 18 -9 11 -11 14 -14 15 -7 21 20 -2 -20 -17 -16 -23 24 -18
right_child=4 2 -4 -5 -6 12 -8 9 -10 10 -12 -13 13 -15 16 17 23 -19 19 -21 -22 22 -24 -25 -26
leaf_value=0.0017479771474524445 0.0021060754884069614 0.0021190850120011103 0.0011686955769713689 0.0014458875249863329 3.8096480944687032e-05 0.0041552844053412002 0.0034760846537890159 0.0023953306079766566 0.00073608045738050116 0.0036193109275250669 0.0028519982867491727 0.0028901447209014092 0.0024578555753538558 0.0038603875552917035 0.0028112821348191411 0.0036111908011880198 0.0038717570818814738 0.0029733043323982647 0.0020364617385431089 0.0011683590725100103 0.0031787748938615083 0.0029694158162469515 0.0033968965993587202 0.0033718815726256112 0.0035764922330657474
leaf_weight=57 65 53 98 67 54 89 57 57 55 157 103 57 66 52 73 1041 71 57 53 91 71 66 159 75 54
leaf_count=57 65 53 98 67 54 89 57 57 55 157 103 57 66 52 73 1041 71 57 53 91 71 66 159 75 54
internal_value=0 0.0032305 0.00251204 0.00277848 0.00123833 0.00344443 0.00261225 0.00298752 0.00148374 0.00311052 0.00323904 0.00342521 0.00349504 0.00307613 0.00352318 0.00359644 0.00333806 0.00355387 0.00168038 0.00148804 0.0035836 0.00315893 0.00327161 0.00360483 0.0037444
internal_weight=0 2580 592 494 318 1988 114 427 264 374 317 214 1874 118 1756 1258 498 1169 209 144 1112 298 225 200 125
internal_count=2898 2580 592 494 318 1988 114 427 264 374 317 214 1874 118 1756 1258 498 1169 209 144 1112 298 225 200 125
is_linear=0
shrinkage=0.00235659


Tree=1751
num_leaves=27
num_cat=0
split_feature=1 3 1 3 0 48 3 3 1 15 3 16 16 1 124 16 15 15 156 51 3 51 16 15 15 3
split_gain=194.637 34.5299 14.7585 14.2501 13.6494 14.7122 9.75789 16.3438 9.01784 7.17659 5.38372 5.30929 11.9858 5.41648 3.62594 2.6081 2.5567 3.08887 3.49783 2.57731 2.71022 2.50921 1.96826 1.82626 1.17034 0.857191
threshold=0.10404000000000001 -0.049204999999999992 0.121715 0.10402500000000002 -0.076734999999999984 0.092825000000000005 0.3148450000000001 0.076825000000000018 0.095435000000000006 -0.052984999999999997 0.143375 0.08215500000000002 -0.0020399999999999997 1.0000000180025095e-35 -0.082389999999999977 -0.092354999999999979 -0.15300999999999995 -0.040769999999999994 0.083125000000000018 -0.08563999999999998 -0.07106999999999998 -0.023999999999999997 -0.13800499999999996 -0.08237499999999999 -0.061499999999999992 -0.082354999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 8 9 7 14 16 21 -9 12 25 -13 -3 -2 -1 18 23 -19 -21 -6 -16 -18 -17 -11
right_child=1 6 -4 -5 5 -7 -8 10 -10 11 -12 13 -14 -15 22 24 17 19 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=0.0039623006961885176 0.0024383891947566457 0.0014083608218892012 0.0015405708927616324 0.0020424311433748302 0.0029159303116953342 0.0016733124085013091 0.00049013380504020216 0.0025358874684888386 0.0026355376882434643 0.0035328379119599304 0.0014969057951346855 0.0030842219928588601 0.0020251718820403245 0.0041172338792137596 0.00034593722018632891 0.0028633124041358448 0.0032604077491720502 0.0029794684822890259 0.0037959198343573966 0.0035264782636373971 0.0041133350516419608 0.0021416656041536716 0.0010088226882708018 0.0027984875813042934 0.0033983784403207322 0.0031994440480683077
leaf_weight=67 56 74 78 60 53 52 88 82 89 80 54 59 59 76 57 57 312 53 71 881 55 57 60 69 52 147
leaf_count=67 56 74 78 60 53 52 88 82 89 80 54 59 59 76 57 57 312 53 71 881 55 57 60 69 52 147
internal_value=0 0.00169188 0.00245564 0.00326999 0.00330377 0.00296935 0.0012446 0.00144756 0.00342583 0.00309622 0.00212355 0.00324802 0.00305065 0.00366597 0.000966078 0.00288805 0.00347246 0.00344966 0.00327413 0.00352986 0.00356099 0.00251497 0.000686111 0.00317682 0.00311882 0.00331706
internal_weight=0 658 243 2240 2180 583 415 327 1597 531 136 421 286 135 191 165 1508 1441 452 989 936 110 117 381 109 227
internal_count=2898 658 243 2240 2180 583 415 327 1597 531 136 421 286 135 191 165 1508 1441 452 989 936 110 117 381 109 227
is_linear=0
shrinkage=0.00255085


Tree=1752
num_leaves=15
num_cat=0
split_feature=3 0 123 34 14 3 16 16 43 376 0 0 40 1
split_gain=6.72479 2.81601 2.40193 2.2125 2.9138 3.33865 3.5911 2.26891 4.04298 2.09015 1.28712 1.64521 0.967231 0.864992
threshold=0.31316500000000008 -0.11167499999999998 0.088305000000000008 -0.049569999999999996 -0.13131999999999996 -0.097574999999999981 0.26900000000000007 0.0060400000000000011 -0.43548999999999999 0.048695000000000009 -0.029849999999999998 -0.050704999999999993 -0.078949999999999979 0.086965000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 7 8 -6 10 11 -7 -4 -12
right_child=1 -3 12 4 5 9 -8 -9 -10 -11 13 -13 -14 -15
leaf_value=0.0025787729404640278 0.0002650221943192334 -0.0025816124160872294 0.00076178244995690899 0.0029429497692539082 0.0025384163918166147 0.0012576298240038787 0.002189818754040698 -0.0014869413382784936 -0.00028376735429697282 -0.00056529850346624829 0.00108162638274047 0.002641905678504225 -0.00079874740386470995 -0.00053299303979303892
leaf_weight=87 57 55 59 69 52 1886 67 73 192 52 55 72 70 52
leaf_count=87 57 55 59 69 52 1886 67 73 192 52 55 72 70 52
internal_value=0 -0.00113202 0.00111156 0.00116966 0.00112192 0.00107164 0.000301015 -9.7894e-05 0.000317289 0.00121138 0.00125616 0.00130858 -8.42736e-05 0.000296056
internal_weight=0 112 2786 2657 2570 2501 384 317 244 2117 2065 1958 129 107
internal_count=2898 112 2786 2657 2570 2501 384 317 244 2117 2065 1958 129 107
is_linear=0
shrinkage=0.00897909


Tree=1753
num_leaves=25
num_cat=0
split_feature=2 2 2 2 3 13 49 12 2 34 3 3 1429 160 48 3 2 48 48 3 12 2 156 159
split_gain=108.885 34.3168 29.1066 26.5814 18.2068 14.1877 9.90972 8.40486 4.21897 3.91886 2.60952 4.708 2.47432 10.2432 2.61844 4.10392 3.34224 3.44063 2.44242 2.30246 2.27171 1.93347 1.92172 2.10859
threshold=0.11891500000000001 -1.0000000180025095e-35 0.25063000000000007 0.10052500000000002 -0.069049999999999986 -0.089359999999999981 -0.014479999999999998 0.089485000000000023 0.13447000000000003 -0.081629999999999994 0.085880000000000012 0.30863500000000005 0.084770000000000012 -0.07163499999999999 0.088485000000000008 -0.018854999999999997 0.086625000000000021 0.095980000000000024 0.084455000000000016 0.090170000000000014 0.099680000000000005 0.10682000000000001 0.090625000000000011 0.11396500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 12 -1 -5 -7 10 -9 -6 -2 -12 14 -14 15 22 -16 -18 20 -17 21 -8 23 -3
right_child=2 3 -4 5 9 6 18 8 -10 -11 11 -13 13 -15 16 19 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0027073853406883661 0.00077986353891667994 0.0028618756935978439 -0.00050555915136730025 0.0011468263890678 0.0015288131855557248 0.0014240980283525221 0.0031044396373257625 0.0024312413364361478 0.0014619194011938189 0.00071068096206855958 0.001905396473293216 0.00084492838640509835 0.0018093001302830829 0.0032622992701586955 0.0030606299986699025 0.0035663178316220974 0.0018567536559490087 0.0027039970416221472 0.0020650359209312161 0.0029158417140105332 0.0022628513911941393 0.0025591670315031306 0.0024009291761897386 0.0023872180780004654
leaf_weight=67 85 1314 58 77 76 63 71 59 54 71 52 53 68 55 53 76 57 64 61 63 75 98 66 62
leaf_count=67 85 1314 58 77 76 63 71 59 54 71 52 53 68 55 53 76 57 64 61 63 75 98 66 62
internal_value=0 0.00258523 0.00111716 0.00267352 0.00162662 0.00212371 0.00232804 0.00142787 0.00196826 0.00113384 0.00110633 0.00137037 0.00280379 0.00245923 0.00282792 0.0028601 0.00253539 0.0023051 0.00251467 0.00327169 0.00262697 0.0027884 0.00282041 0.00284051
internal_weight=0 2537 361 2323 214 445 368 303 113 147 190 105 1878 123 1755 1581 174 121 305 139 244 169 1442 1376
internal_count=2898 2537 361 2323 214 445 368 303 113 147 190 105 1878 123 1755 1581 174 121 305 139 244 169 1442 1376
is_linear=0
shrinkage=0.00250084


Tree=1754
num_leaves=25
num_cat=0
split_feature=1 2 2 0 4 124 13 12 2 0 0 3 4 0 0 13 4 43 133 42 1 43 4 3
split_gain=252.007 45.1101 43.5363 29.9045 24.4943 17.3717 13.3046 12.1795 11.9572 5.68931 4.33873 9.0765 6.02687 13.5169 4.00864 4.37335 2.7155 4.40437 3.01093 2.7155 2.43041 1.76132 1.10059 0.91719
threshold=0.11690500000000002 0.10052500000000002 0.25063000000000007 -0.13165999999999997 0.31392000000000003 -0.082899999999999988 -0.14847499999999997 0.092235000000000025 0.13501500000000002 -0.17127999999999996 -0.078244999999999995 0.088880000000000015 -0.17568999999999999 -0.060094999999999989 -0.14920999999999998 0.069860000000000019 -0.46195999999999998 -0.075374999999999984 -0.0085699999999999995 0.081605000000000025 0.13042000000000001 -1.0000000180025095e-35 -0.03463999999999999 -0.081864999999999979
decision_type=2 2 2 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 7 -1 -7 -2 16 -3 11 14 -12 22 -8 -16 -5 23 -19 -20 -6 -22 -14 -18
right_child=2 3 -4 8 20 6 10 -9 -10 -11 12 -13 13 -15 15 -17 17 18 19 -21 21 -23 -24 -25
leaf_value=0.0030921863352458825 0.0023985663197899194 0.0031129788133686751 -0.00026264582605724479 0.0045454143889821653 0.00211270476688806 0.0056000526137516783 0.005179632110806227 0.0038978462739440623 0.0027624628698200335 0.0021059102343091258 0.0048146891803913256 0.0034032446022337222 0.0043226871522136223 0.0028094166147914963 0.0045239147918918442 0.0039101966896326317 0.0041449679663596462 0.0040993532841580339 0.0030086025188442913 0.003853813240006524 0.0011076675902245913 0.0017260815255689358 0.0039235892284422667 0.00461479149257823
leaf_weight=67 80 72 52 71 59 65 59 68 53 81 80 52 231 53 1175 85 60 83 52 52 53 77 61 57
leaf_count=67 80 72 52 71 59 65 59 68 53 81 80 52 231 53 1175 85 60 83 52 52 53 77 61 57
internal_value=0 0.00420361 0.00195277 0.00356782 0.0022947 0.00439519 0.00444208 0.00308761 0.00392088 0.00258001 0.00440016 0.00447164 0.0041695 0.00401981 0.00451374 0.00448254 0.00408452 0.00397679 0.00372806 0.00343148 0.00167365 0.00147417 0.00423941 0.00437409
internal_weight=0 2509 389 581 337 1928 1861 148 428 153 1796 1371 425 345 1319 1260 375 304 187 104 189 130 292 117
internal_count=2898 2509 389 581 337 1928 1861 148 428 153 1796 1371 425 345 1319 1260 375 304 187 104 189 130 292 117
is_linear=0
shrinkage=0.00260187


Tree=1755
num_leaves=20
num_cat=0
split_feature=2 12 15 49 158 15 11 484 42 155 0 13 2 0 0 1429 2 15 42
split_gain=6.94201 3.52456 2.44095 3.4613 2.30879 2.15569 3.7598 2.13112 2.50887 3.21262 3.07087 2.11929 1.76755 2.50639 1.81936 1.73183 1.71352 0.787471 0.768787
threshold=0.099845000000000003 0.11819000000000002 0.10356000000000001 0.036605000000000006 -0.45783499999999994 -0.41956999999999994 0.077330000000000024 0.085560000000000011 0.0069650000000000016 0.11860500000000002 -0.062109999999999992 -1.0000000180025095e-35 -0.0098549999999999974 -0.067969999999999989 -0.014989999999999998 0.085620000000000016 0.08647500000000001 -0.076929999999999985 0.081605000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 -1 -6 12 8 9 10 -2 18 13 -7 15 16 -14 -10 -5
right_child=1 -3 -4 11 5 6 -8 -9 17 -11 -12 -13 14 -15 -16 -17 -18 -19 -20
leaf_value=-0.00038000477755474761 -0.00048725501382002056 -0.0015016001906618102 0.0028022202391281719 7.6397621196151153e-05 9.553834449152441e-05 0.0022550760504263714 0.0041140972806441188 0.0021877372209373144 0.001961643789966733 0.0016507366346807659 -0.0033827191137558465 0.0030456408848463486 0.0022810420321359923 -0.00102106212296468 0.0036584327531087282 0.00022814837117187425 0.0015660095782462538 0.00022845243383160058 0.0016268538945070593
leaf_weight=53 140 79 75 67 74 54 96 53 64 52 64 94 943 58 74 71 702 62 90
leaf_count=53 140 79 75 67 74 54 96 53 64 52 64 94 943 58 74 71 702 62 90
internal_value=0 0.000698359 0.000926892 0.000721693 0.00187397 0.00193168 0.00199963 0.000130816 -0.000154263 -0.000776842 -0.00139621 0.00174526 0.00189284 0.000557461 0.00197633 0.00190373 0.00197597 0.00110973 0.000965938
internal_weight=0 840 761 686 2125 2072 1998 435 382 256 204 251 1902 112 1790 1716 1645 126 157
internal_count=2965 840 761 686 2125 2072 1998 435 382 256 204 251 1902 112 1790 1716 1645 126 157
is_linear=0
shrinkage=0.0109455


Tree=1756
num_leaves=20
num_cat=0
split_feature=2 160 403 2 3 150 16 52 3 3 16 16 1375 2 43 4 3 3 2
split_gain=4.8011 3.69491 3.19387 3.48114 1.86112 1.82913 5.09949 1.73891 1.68055 1.58984 1.49676 1.63513 1.1972 1.16824 1.14489 1.12934 1.65784 0.963073 0.464727
threshold=0.099845000000000003 -0.54913999999999985 0.084620000000000015 0.16993500000000003 0.095880000000000007 1.0000000180025095e-35 -0.28430999999999995 0.14295500000000003 0.0066850000000000008 -0.14326499999999995 0.51165500000000008 -0.0024749999999999993 -0.084979999999999986 0.11523000000000001 0.0055950000000000001 0.44128500000000004 -0.12711499999999995 -0.07298499999999998 0.090020000000000017
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 7 9 -7 8 12 -2 11 14 -3 -13 -11 16 -14 18 -9
right_child=2 4 -4 -5 -6 6 -8 17 -10 10 -12 13 15 -15 -16 -17 -18 -19 -20
leaf_value=0.003247014240114897 0.0016275162533052369 0.0024123885853046929 0.0023729373228414197 -0.0015490412819747031 -4.2431292461888604e-05 0.0012783334266295709 -0.0021706740138781682 0.0011705002374015759 0.0024853271175018787 0.00098186448867554235 0.0017217853952382336 -0.00099540136034280912 0.0020946804965486497 0.00039950365308831504 -0.00026552800199100432 7.2385442333465594e-06 0.001126146827266561 -0.00041811248754781521 0.00019094816678160784
leaf_weight=58 97 55 55 64 90 58 60 94 74 216 58 89 133 77 66 56 1452 61 52
leaf_count=58 97 55 55 64 90 58 60 94 74 216 58 89 133 77 66 56 1452 61 52
internal_value=0 0.00118125 0.000440269 0.000304746 0.00112324 0.000469422 -0.000474649 0.00117635 0.00126052 0.000654312 0.000467574 0.000305001 0.00120702 -0.000347834 0.000689608 0.00116657 0.00120747 0.000456287 0.000822225
internal_weight=0 2125 840 785 2067 721 118 1977 1770 603 506 448 1696 166 282 1641 1585 207 146
internal_count=2965 2125 840 785 2067 721 118 1977 1770 603 506 448 1696 166 282 1641 1585 207 146
is_linear=0
shrinkage=0.00829529


Tree=1757
num_leaves=12
num_cat=0
split_feature=1 1374 123 14 14 4 34 1 160 1452 1
split_gain=5.11195 3.24321 2.92544 1.84636 1.56791 1.4926 2.21499 1.86179 2.15838 1.80774 1.45575
threshold=0.15390500000000004 -0.033639999999999996 0.11012000000000001 -0.13131999999999996 -0.46510999999999997 -0.49269499999999994 -0.083449999999999983 0.098395000000000024 -0.081969999999999987 0.089640000000000011 0.086590000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 10 -7 9 -9 -8 -5
right_child=-2 2 -4 5 -6 6 7 8 -10 -11 -12
leaf_value=-0.0011677051893544655 -0.0020850084941385137 0.0012107266428051735 -0.0012577616167548209 0.0033616280712436991 0.0036040251057192262 0.0026887449068801954 0.0011447519003318311 0.0018014949523717479 9.2210506139571308e-05 -0.00061567563515240679 0.0012502524432003365
leaf_weight=65 53 55 52 53 53 75 1934 89 395 59 82
leaf_count=65 53 55 52 53 53 75 1934 89 395 59 82
internal_value=0 0.0010211 0.00107111 0.00111448 0.0023862 0.00106332 0.0010095 0.000958614 0.00040674 0.00109258 0.00207995
internal_weight=0 2912 2847 2795 108 2687 2552 2477 484 1993 135
internal_count=2965 2912 2847 2795 108 2687 2552 2477 484 1993 135
is_linear=0
shrinkage=0.00991364


Tree=1758
num_leaves=34
num_cat=0
split_feature=1 4 2 2 4 1 133 1 11 15 15 2 4 15 15 2 4 15 51 2 13 1 133 133 4 42 4 2 133 133 15 49 133
split_gain=150.234 31.1844 16.8084 16.4578 21.985 14.3411 9.12714 5.11865 5.60102 4.65116 3.43179 3.36987 3.23372 3.20042 4.72046 2.63804 2.42116 2.39571 2.3042 1.97971 1.84735 1.76327 1.61731 2.29288 1.54001 3.01167 1.52895 1.29681 0.942938 0.890727 0.790853 0.778889 0.94549
threshold=0.10123500000000001 0.41377500000000006 0.095850000000000005 0.10043500000000001 -0.35269999999999996 0.13042000000000001 0.006510000000000001 0.091345000000000023 1.0000000180025095e-35 -0.037394999999999991 -0.43091499999999999 0.13018000000000005 -0.008454999999999999 -0.010414999999999999 0.043560000000000008 0.08784500000000002 0.018150000000000003 -0.10763999999999999 0.078960000000000016 0.11693000000000002 -0.0032799999999999995 0.11378500000000001 0.024055000000000003 -0.0075499999999999986 -0.0076199999999999992 1.0000000180025095e-35 -0.075169999999999987 0.072175000000000017 -0.10298999999999998 0.092425000000000021 -0.0062949999999999994 0.090740000000000015 0.092000000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 -5 19 21 8 15 16 -7 12 13 -4 -15 18 -6 -14 24 -3 29 -2 23 28 27 -26 -9 -1 -17 -19 -28 32 -24
right_child=1 5 11 4 9 10 -8 26 -10 -11 -12 -13 17 14 -16 22 -18 20 -20 -21 -22 -23 31 -25 25 -27 30 -29 -30 -31 -32 -33 -34
leaf_value=0.0031127660108051813 0.0033351125986678248 0.0020494012979708053 0.0034534862817263896 0.0029316463664439906 0.0012524742117854862 0.00087029017075523592 0.0018052870278085511 0.0025347844228400963 0.0039120499146051988 0.00073163805248493161 6.8096179353854081e-05 0.0020717125259364861 0.0030287681303543439 0.0022805765489619877 0.0031392774326114261 0.0028970472790710738 0.0019568809211894488 0.0027623619283950883 0.0028791514245335064 0.0014099853626970776 0.0020114323549424639 0.0027768518427650395 0.0034499460393023979 0.0025962855472685116 0.0040894743782402777 0.0033079505324304787 0.0028255666796303531 0.0033729057474513858 0.0033302656629166177 0.0023371235328929936 0.0031936289595406696 0.0029517307820940046 0.0031211802351184389
leaf_weight=174 66 55 65 73 71 76 55 69 83 65 64 52 53 71 102 63 58 74 73 75 54 86 111 88 52 86 86 475 72 59 72 63 124
leaf_count=174 66 55 65 73 71 76 55 69 83 65 64 52 53 71 102 63 58 74 73 75 54 86 111 88 52 86 86 475 72 59 72 63 124
internal_value=0 0.0017627 0.0030872 0.0021569 0.0017381 0.00107055 0.00269697 0.00321152 0.00326691 0.00128884 0.000503767 0.00269051 0.00275777 0.00296915 0.00278702 0.00322812 0.0015694 0.00254804 0.00331532 0.00168072 0.00241164 0.00301943 0.00308413 0.00291848 0.00335574 0.00360264 0.00285416 0.0033032 0.0031283 0.00257393 0.00299346 0.003208 0.00327659
internal_weight=0 744 2221 474 267 270 207 1691 1464 194 140 530 478 238 173 1381 129 240 860 130 187 152 521 223 787 138 227 649 135 133 158 298 235
internal_count=2965 744 2221 474 267 270 207 1691 1464 194 140 530 478 238 173 1381 129 240 860 130 187 152 521 223 787 138 227 649 135 133 158 298 235
is_linear=0
shrinkage=0.00255085


Tree=1759
num_leaves=31
num_cat=0
split_feature=1 52 1 12 2 2 2 42 150 2 14 1 2 12 52 52 3 3 2 13 12 1455 12 3 42 12 3 52 12 52
split_gain=468.744 76.9259 50.473 33.825 32.5311 23.161 17.1809 13.0288 12.666 9.59795 9.52914 8.31339 10.6709 6.92448 5.59835 4.50442 4.47714 4.4324 3.52536 3.23509 2.64422 2.22214 2.03475 1.54909 1.4806 1.38226 2.00379 1.16596 1.53046 0.783137
threshold=0.10471000000000001 -0.40011499999999994 0.12988000000000002 0.088325000000000015 0.095850000000000005 -0.0098549999999999974 0.16730000000000003 0.088685000000000014 1.0000000180025095e-35 0.12750000000000003 0.077140000000000014 0.083065000000000014 0.08622500000000001 0.099980000000000013 -0.54533999999999982 -0.080219999999999986 0.15217000000000003 -0.021559999999999996 0.087815000000000018 -0.077034999999999978 0.08598500000000002 0.072495000000000018 0.083815000000000014 -0.084604999999999986 -1.0000000180025095e-35 -0.082654999999999992 0.10021000000000001 0.042815000000000006 0.094045000000000004 -0.14757499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 15 5 -1 7 16 9 14 11 18 27 -5 -6 -3 -4 19 21 -16 23 22 -7 -20 -21 -17 -27 28 -13 -22
right_child=1 2 6 13 8 10 -8 -9 -10 -11 -12 12 -14 -15 17 25 -18 -19 20 24 29 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.010509263719794154 0.011727875211639057 0.0084248712812934976 0.0094318602228916325 0.011304666244352371 0.012139116180532416 0.012503808608468159 0.0068508421216914852 0.007428097382883166 0.0099796330441917006 0.010273317011072296 0.012819975978447282 0.011895100439230574 0.010593664947540309 0.010068862986229735 0.011827157598553958 0.009518340559446864 0.0084320961634488968 0.010760033809073239 0.011876965386339191 0.01145226708983677 0.011440515446437465 0.011609574124428208 0.012090044285026077 0.012493174189271211 0.01105043722599436 0.0086782517485158965 0.0093428730586517916 0.011441033889979819 0.011512220560206126 0.011777007937638322
leaf_weight=79 71 60 56 56 55 95 57 54 53 55 68 253 60 59 89 66 58 83 56 129 57 52 440 53 116 52 68 80 96 339
leaf_count=79 71 60 56 56 55 95 57 54 53 55 68 253 60 59 89 66 58 83 56 129 57 52 440 53 116 52 68 80 96 339
internal_value=0 0.00926822 0.00897016 0.00954999 0.0116627 0.0118349 0.00803974 0.00844296 0.0111494 0.011267 0.0118984 0.0118588 0.0115861 0.0106709 0.0113827 0.00902588 0.00892344 0.0112829 0.0119809 0.0114128 0.0118254 0.0121145 0.0121636 0.0121768 0.0112621 0.00921962 0.00905509 0.0117249 0.0117899 0.0117286
internal_weight=0 657 586 361 2308 1728 225 168 580 527 1649 1581 489 115 472 246 114 417 1092 334 505 587 535 109 245 186 120 429 349 396
internal_count=2965 657 586 361 2308 1728 225 168 580 527 1649 1581 489 115 472 246 114 417 1092 334 505 587 535 109 245 186 120 429 349 396
is_linear=0
shrinkage=0.00250084


Tree=1760
num_leaves=16
num_cat=0
split_feature=15 15 1446 3 156 52 48 9 41 15 484 475 52 52 124
split_gain=5.82249 3.85129 3.02871 2.21392 3.71568 4.63468 3.64848 2.23901 2.2581 2.17893 1.66704 2.13329 1.57734 1.07736 0.477122
threshold=-0.2987999999999999 -0.46483499999999994 0.11061000000000001 0.0035100000000000005 0.093155000000000002 0.013340000000000001 0.095850000000000005 0.084755000000000011 0.081095000000000014 0.13592500000000005 -0.084749999999999978 -0.087769999999999987 -0.068039999999999975 -0.016329999999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 7 5 6 12 8 9 10 13 -12 -5 -2 -1
right_child=2 -3 -4 4 -6 -7 -8 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=0.0017836433894137505 0.0020751317641494208 -0.0013635726469056976 -0.00059599438180714165 0.0009649144236745801 0.0030821252239153687 -0.0016658555717947617 -0.00096658823922635172 0.0035245334149581302 0.00016156648507538934 9.0846044691096724e-06 0.00014706355998114282 0.0017769656890701026 0.0027642010963460674 0.0034657118977354062 0.00061266369170858239
leaf_weight=53 131 98 54 90 59 66 54 60 81 61 73 1836 81 78 72
leaf_count=53 131 98 54 90 59 66 54 60 81 61 73 1836 81 78 72
internal_value=0 2.24878e-05 0.00159302 0.00163733 0.000944131 0.000510311 0.0011491 0.00174186 0.00169449 0.00175143 0.00180156 0.00171469 0.00181779 0.00259458 0.00110996
internal_weight=0 223 2724 2670 350 291 225 2320 2260 2179 2118 1909 171 209 125
internal_count=2947 223 2724 2670 350 291 225 2320 2260 2179 2118 1909 171 209 125
is_linear=0
shrinkage=0.00934185


Tree=1761
num_leaves=28
num_cat=0
split_feature=2 12 2 2 2 16 13 3 133 12 3 0 2 0 2 0 52 16 16 51 133 16 16 0 160 52 133
split_gain=130.555 68.2048 26.9686 36.3044 23.5937 14.092 10.8189 10.3991 10.2215 9.40102 6.39172 6.20167 5.56381 4.73347 4.66271 4.14679 3.69355 4.13299 3.49787 2.52138 1.75143 1.72527 1.59322 1.59948 1.36789 0.90628 0.833495
threshold=0.13554000000000002 0.023990000000000004 0.078775000000000012 0.10859000000000001 0.16993500000000003 0.0054050000000000009 -0.0073899999999999999 0.0012800000000000001 0.085895000000000013 0.093740000000000004 -0.15288999999999997 -0.11742499999999999 0.095105000000000009 -0.050704999999999993 0.10393500000000001 -0.22984499999999997 -0.064364999999999992 -0.50472499999999987 0.0077850000000000011 -0.092389999999999986 0.093845000000000026 -0.16153499999999996 -0.16956499999999999 -0.07223499999999998 -0.0012349999999999998 -0.072144999999999987 -0.037434999999999989
decision_type=2 2 2 2 2 2 2 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 6 12 -2 8 -1 10 -3 -12 15 18 -15 -4 -5 -18 21 -13 25 -11 -21 -24 -23 -20 -26
right_child=4 9 3 16 -6 -7 -8 -9 -10 13 11 19 -14 14 -16 -17 17 -19 20 22 -22 24 23 -25 26 -27 -28
leaf_value=0.0026184217437045963 0.0012175763358226203 0.0040258173188411003 0.0027681762898917051 0.0013857235003659353 3.0216852536023883e-05 0.0040670773081592695 0.0025530491449095687 0.00076651921393912847 0.0012235503384439271 0.0028604071972145547 0.0025360245261410673 0.0029607932400478143 0.0023998637095883914 0.0020737201492950085 0.003017953499589633 0.0037269138833764702 0.0016288254703013883 0.0025674276669596708 0.0032673544697910113 0.0030162834469431667 0.0025231713736363175 0.0030522493702935262 0.0034099716553859793 0.0038077581876959708 0.0036437133756362754 0.0028119402378884613 0.0033317862790976584
leaf_weight=68 97 87 53 65 72 84 55 59 55 53 52 77 80 52 73 52 53 56 52 57 61 80 1077 63 70 52 192
leaf_count=68 97 87 53 65 72 84 55 59 55 53 52 77 80 52 73 52 53 56 52 57 61 80 1077 63 70 52 192
internal_value=0 0.00307333 0.00237619 0.00269631 0.00116406 0.00324986 0.00170098 0.00159683 0.00199491 0.003281 0.0033932 0.00335167 0.00287867 0.00304953 0.00262536 0.00324322 0.00184039 0.00211128 0.00314417 0.00338494 0.00284902 0.0032674 0.0034122 0.00343198 0.00333039 0.00303989 0.00341522
internal_weight=0 2723 625 443 224 269 152 182 123 2098 1413 1326 185 685 125 105 174 109 560 1274 165 395 1197 1140 342 104 262
internal_count=2947 2723 625 443 224 269 152 182 123 2098 1413 1326 185 685 125 105 174 109 560 1274 165 395 1197 1140 342 104 262
is_linear=0
shrinkage=0.00240373


Tree=1762
num_leaves=23
num_cat=0
split_feature=4 13 39 13 13 42 4 4 15 4 13 52 49 13 4 4 130 133 52 52 49 15
split_gain=174.976 39.1156 23.8602 9.05117 7.38259 13.2745 7.06679 4.37816 5.05401 5.49144 4.72165 3.7966 3.28113 3.14164 8.26783 6.39646 6.13161 3.83992 2.62249 2.96019 2.14517 1.07846
threshold=0.31392000000000003 -0.16392499999999996 0.0047850000000000011 -0.13871999999999998 -0.029809999999999996 -1.0000000180025095e-35 0.0060300000000000015 0.62720500000000012 -0.43091499999999999 0.41377500000000006 -0.0073899999999999999 -0.037619999999999994 0.11892000000000001 -0.0023899999999999993 -0.088709999999999983 -0.054799999999999995 0.016890000000000006 -0.016849999999999997 0.037045000000000002 -0.10201499999999998 -0.014114999999999997 -0.075094999999999981
decision_type=2 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 -4 -6 13 8 10 -10 -2 -1 18 14 -5 17 -17 -15 19 -8 -16 -20
right_child=7 2 4 6 5 -7 12 -9 9 -11 -12 -13 -14 15 20 16 -18 -19 21 -21 -22 -23
leaf_value=0.0010705987363741017 0.0011295102799587994 0.0041290778882437425 0.0028799139109909021 0.0023115408075239569 0.002825049475085994 0.0012120655859784763 0.0032238799818285202 0.00040823632719591985 0.001473285525332633 0.00050516741268236858 0.002118804797096792 0.0019917703918367938 0.0022366576453630538 0.0025775065151539397 0.0029182806475400859 0.0023182481980805088 0.0032104104246190993 0.0032907476347743955 0.0033644451450041165 0.0025551929834158695 0.0032990256756641129 0.00293016218281438
leaf_weight=53 66 52 67 57 52 75 53 52 58 90 52 55 54 53 98 125 74 332 71 165 1123 70
leaf_count=53 66 52 67 57 52 75 53 52 58 90 52 55 54 53 98 125 74 332 71 165 1123 70
internal_value=0 0.00298535 0.00304726 0.00311616 0.00222069 0.00187271 0.003093 0.00105967 0.00118692 0.000884742 0.00156569 0.00153996 0.00280229 0.00315746 0.00322583 0.00300782 0.00265014 0.00319263 0.00288729 0.00271788 0.00326849 0.00314903
internal_weight=0 2629 2521 2327 194 127 2275 318 266 148 118 108 413 1862 1278 584 199 385 359 218 1221 141
internal_count=2947 2629 2521 2327 194 127 2275 318 266 148 118 108 413 1862 1278 584 199 385 359 218 1221 141
is_linear=0
shrinkage=0.0024518


Tree=1763
num_leaves=14
num_cat=0
split_feature=15 15 49 150 474 15 49 158 15 10 158 474 15
split_gain=5.25908 3.18368 2.09298 1.80663 1.94535 2.82942 1.75879 1.74521 1.60353 1.70818 1.08547 0.797604 0.146869
threshold=-0.2987999999999999 -0.43091499999999999 -0.15532499999999996 0.11740500000000002 0.085295000000000024 -0.0080049999999999982 -0.089614999999999986 -0.073714999999999989 -0.19153499999999998 -1.0000000180025095e-35 0.092995000000000008 0.088940000000000005 -0.47129499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 4 6 11 -4 -8 -9 -10 12 -6 -1
right_child=2 -3 3 -5 5 -7 7 8 9 -11 -12 -13 -14
leaf_value=0.0016743531260867701 0.00016546997344084416 -0.0017509726086999879 0.0034165397666618656 0.00042504951689755074 0.0026620964734031805 -0.00035902111041478111 0.00048954932213708408 0.003124380123526959 0.00041579512602029495 0.0018354376125577956 -0.0003091362739229374 0.0012345921001851719 0.0009959534418768777
leaf_weight=54 81 57 59 95 52 91 88 81 77 1999 52 101 60
leaf_count=54 81 57 59 95 52 91 88 81 77 1999 52 101 60
internal_value=0 0.000153327 0.00164601 0.00169134 0.00173852 0.000944475 0.00182256 0.00178063 0.00183325 0.00178283 0.000807814 0.00172041 0.00131818
internal_weight=0 223 2724 2643 2548 244 2304 2245 2157 2076 166 153 114
internal_count=2947 223 2724 2643 2548 244 2304 2245 2157 2076 166 153 114
is_linear=0
shrinkage=0.00934185


Tree=1764
num_leaves=23
num_cat=0
split_feature=1 1 12 10 12 12 52 12 11 12 51 160 12 1 12 51 1 52 475 51 52 52
split_gain=155.215 26.6939 22.5624 20.3573 13.5169 7.41355 6.78908 3.84299 3.62783 3.88752 5.49504 5.32532 4.003 3.35082 3.06132 2.47099 2.29891 1.73607 1.32103 1.24966 0.967692 0.815375
threshold=0.11690500000000002 0.098395000000000024 0.085845000000000019 -1.0000000180025095e-35 0.023990000000000004 0.11697000000000002 -0.090084999999999985 -0.042789999999999988 0.080705000000000013 0.056995000000000011 -0.097124999999999989 -0.021669999999999998 0.091290000000000024 0.13472500000000001 0.094860000000000014 -0.088934999999999986 0.10877000000000002 0.10096500000000001 -0.086299999999999988 -0.022999999999999996 -1.0000000180025095e-35 -0.072144999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 -2 7 8 -3 13 9 10 -1 -12 18 -5 -4 -14 -8 -17 -11 -20 -13 -16
right_child=3 2 14 4 -6 -7 16 -9 -10 12 11 20 15 -15 21 17 -18 -19 19 -21 -22 -23
leaf_value=0.0038090732385128077 0.00051583523009607465 0.0029949560213184505 0.0038948081379294409 0.0017388357106131998 0.0027035865789718978 0.0026377841227727189 0.0016940910520004938 0.0019738679912256556 0.0040864851009586338 0.0031890964005276742 0.002277211237549869 0.003416967695212555 0.0028894774357191002 0.00092466167424146877 0.003399411108892368 0.0034731040455402724 0.0022705863818445757 0.0031751295295683476 0.0038151900030073053 0.0035544088233418567 0.0030222472498266963 0.0029688415064811216
leaf_weight=63 82 52 55 58 95 73 93 88 55 56 53 70 75 70 54 379 82 185 135 921 93 60
leaf_count=63 82 52 55 58 95 73 93 88 55 56 53 70 75 70 54 379 82 185 135 921 93 60
internal_value=0 0.00331313 0.00271597 0.00162475 0.00191704 0.0034227 0.00220057 0.00157098 0.00345017 0.00343292 0.00315771 0.0029676 0.00347676 0.00129379 0.00340809 0.00331842 0.00196437 0.00337541 0.00356772 0.00358777 0.00319192 0.00317303
internal_weight=0 2554 396 393 311 2158 227 216 2085 2030 279 216 1751 128 169 639 175 564 1112 1056 163 114
internal_count=2947 2554 396 393 311 2158 227 216 2085 2030 279 216 1751 128 169 639 175 564 1112 1056 163 114
is_linear=0
shrinkage=0.00250084


Tree=1765
num_leaves=21
num_cat=0
split_feature=1 148 12 1 12 0 151 40 4 0 133 0 4 11 1 4 1444 0 12 11
split_gain=5.7526 3.41199 2.90839 2.42758 1.84463 2.16004 1.74891 1.6502 3.04251 2.72952 1.44253 1.62879 3.1479 2.07353 1.53652 1.10036 1.97384 1.8301 1.44182 1.26678
threshold=0.091345000000000023 -0.064274999999999985 -0.0089849999999999982 0.13707500000000003 -0.063029999999999989 0.11737000000000002 0.067425000000000013 -0.081079999999999985 0.094220000000000012 -0.094139999999999988 -0.0072199999999999999 -0.040094999999999992 -0.072004999999999986 0.086175000000000015 0.10593500000000002 0.082475000000000007 -0.0089749999999999986 -0.11214999999999999 0.11549500000000001 0.07585500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 7 10 -1 6 15 -3 -9 -10 -4 12 -12 -13 -14 16 -6 -17 19 -18
right_child=1 2 3 -5 5 -7 -8 8 9 -11 11 13 14 -15 -16 17 18 -19 -20 -21
leaf_value=0.0035385968250590981 -0.00092553909207147042 0.0013913446646122247 0.00055706380978021131 -0.0003528330363868132 5.7998810127520936e-06 -0.00015392144249629043 0.0036487779865633026 -0.0018249446357020761 0.0025413218529676844 -0.00050704236782059438 -0.00017495898451003227 0.0045312056011925367 0.0029518899598895846 0.0017460747618750925 0.001499860857087449 0.0024027515260143387 0.0018910363300036679 -5.7476797551170624e-05 0.0035913243760992363 0.0033464077368224013
leaf_weight=71 86 103 86 61 52 52 59 73 52 71 76 52 131 58 174 53 1483 74 57 64
leaf_count=71 86 103 86 61 52 52 59 73 52 71 76 52 131 58 174 53 1483 74 57 64
internal_value=0 0.00100137 0.00117834 0.00156406 0.0019367 0.0018766 0.00193398 0.000354944 -0.000189144 0.000780819 0.0017669 0.00197859 0.00166503 0.00306366 0.00212387 0.00187717 0.0019468 0.000968383 0.00200966 0.00195132
internal_weight=0 1023 937 638 1965 1894 1842 299 196 123 577 491 381 110 305 1783 1656 127 1604 1547
internal_count=2988 1023 937 638 1965 1894 1842 299 196 123 577 491 381 110 305 1783 1656 127 1604 1547
is_linear=0
shrinkage=0.0101119


Tree=1766
num_leaves=28
num_cat=0
split_feature=1 3 2 2 2 39 2 1 2 3 14 3 132 51 43 51 1 2 42 2 2 52 3 1 48 42 133
split_gain=284.391 56.465 23.6461 21.4553 20.6831 17.2543 15.812 14.2194 8.83395 6.21094 5.42483 9.02573 5.34375 3.92046 3.85792 3.86929 3.60553 2.74612 2.59521 2.56194 2.06293 1.99492 1.63886 1.52737 1.43271 1.08344 0.503981
threshold=0.10509 -0.06656999999999999 0.14253500000000002 -1.0000000180025095e-35 0.11426500000000002 0.0047850000000000011 0.10859000000000001 0.088035000000000016 0.093320000000000014 0.09722500000000002 0.073890000000000011 -0.13117499999999996 0.085745000000000002 0.089685000000000001 -0.081139999999999976 0.093070000000000014 0.077020000000000019 0.098655000000000007 0.091485000000000025 0.25063000000000007 0.084815000000000015 -0.090084999999999985 0.10661500000000002 0.090130000000000016 0.083540000000000017 0.096160000000000009 0.11667000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 21 8 -5 -7 10 12 11 -1 14 22 17 16 -16 -10 20 -4 23 -2 -8 -13 -22 -20 -27
right_child=1 2 19 6 -6 7 13 -9 9 -11 -12 18 -14 -15 15 -17 -18 -19 25 -21 24 -23 -24 -25 -26 26 -28
leaf_value=0.0025844912320892774 0.0036094728934523931 0.00035984946606993555 0.00036011917262593709 0.0028249493851368779 0.0014481045624451009 0.003384302543364537 0.00073864677359862356 0.0016511246598701224 0.0043201407958871132 0.0025514366422569944 0.0043589589942436367 0.0039352671604954322 0.002762964388387623 0.001936569006448699 0.0033186726192244052 0.0026905741529804415 0.0040472207623109381 0.0035766813862676732 0.0031435175620656824 -0.00042891779049617515 0.0036864381309984107 0.0029761677307577907 0.0013905200561711807 0.0035987166687905152 0.0033870937223270787 0.0037006378329955754 0.0034028993684455952
leaf_weight=54 57 98 60 72 64 69 53 60 53 67 73 366 80 52 248 53 57 95 70 52 571 85 52 125 137 73 92
leaf_count=54 57 98 60 72 64 69 53 60 53 67 73 366 80 52 248 53 57 95 70 52 571 85 52 125 137 73 92
internal_value=0 0.00155304 0.00102559 0.00137899 0.00267693 0.00350417 0.00181501 0.00257839 0.0035581 0.00330356 0.00366456 0.00363048 0.00338951 0.00135167 0.00348851 0.00334184 0.00345492 0.00384311 0.00366985 -5.97142e-06 0.00371911 0.00323058 0.00106174 0.00384964 0.00362855 0.00341836 0.00353479
internal_weight=0 645 439 327 206 2343 229 129 2214 653 1561 1488 586 157 506 358 305 148 1434 112 1199 142 105 491 708 235 165
internal_count=2988 645 439 327 206 2343 229 129 2214 653 1561 1488 586 157 506 358 305 148 1434 112 1199 142 105 491 708 235 165
is_linear=0
shrinkage=0.00260187


Tree=1767
num_leaves=26
num_cat=0
split_feature=1 12 1 123 13 447 12 11 13 160 12 39 13 43 160 15 15 15 1 13 15 43 10 1 13
split_gain=231.526 39.8273 32.7123 20.0332 18.4593 10.5351 6.67485 11.1255 6.69657 5.0168 4.30809 3.62262 4.01848 3.20069 3.16557 3.41961 3.16529 2.741 2.45447 2.32446 1.44216 1.64271 1.34516 0.952134 0.901136
threshold=0.10509 0.085075000000000026 0.12988000000000002 1.0000000180025095e-35 -0.0015099999999999998 0.084420000000000009 0.091290000000000024 0.074925000000000005 0.06301000000000001 -1.0000000180025095e-35 0.12631000000000003 0.0095750000000000019 -0.41895499999999991 -0.070104999999999987 0.0088350000000000008 -0.06723999999999998 -0.033234999999999994 -0.063834999999999989 0.11392000000000001 -0.088554999999999981 0.090880000000000016 -0.075124999999999983 -0.00189 0.081005000000000008 -0.015454999999999998
decision_type=2 2 2 2 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 18 5 11 6 7 8 14 -6 16 12 -2 22 19 -16 17 24 -3 -1 23 -22 -13 -18 -8
right_child=1 2 -4 -5 9 -7 10 -9 -10 -11 -12 13 -14 -15 15 -17 20 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.003281933966436462 0.00098577314564417848 0.0034189202869166881 0.00089487534949392062 0.0022165553086099226 0.0025347631039436065 0.0024478857538929189 0.0033166979286597051 0.0044001227784212808 0.0027175296274710168 0.0016005157253436485 0.0025508880276655407 0.00056048989300428527 3.0329414154590394e-05 0.0015451682668582371 0.0029578157927815461 0.0035691315080737139 0.0034346947692069718 0.0025585018238204714 0.0028090616891622224 0.003607663797827045 0.0029345158510018419 0.0033920381154702453 0.0011093070931892594 0.0038270595192560655 0.0029941651477690271
leaf_weight=158 52 73 55 93 52 71 133 80 70 104 53 55 54 58 123 101 96 52 89 859 60 240 53 64 90
leaf_count=158 52 73 55 93 52 71 133 80 70 104 53 55 54 58 123 101 96 52 89 859 60 240 53 64 90
internal_value=0 0.00167355 0.0025293 0.0033325 0.00123962 0.00337861 0.00340893 0.00351128 0.00345702 0.0019121 0.00322822 0.000853833 0.000499285 0.00108007 0.00349871 0.00323357 0.00327703 0.00306796 0.00308404 0.00355708 0.00340196 0.00330062 0.000830059 0.0035918 0.00318665
internal_weight=0 645 217 2343 428 2250 2179 1391 1311 156 788 272 106 166 1241 224 735 275 162 1017 460 300 108 160 223
internal_count=2988 645 217 2343 428 2250 2179 1391 1311 156 788 272 106 166 1241 224 735 275 162 1017 460 300 108 160 223
is_linear=0
shrinkage=0.0024518


Tree=1768
num_leaves=14
num_cat=0
split_feature=2 49 124 4 151 148 48 0 4 0 0 4 15
split_gain=7.8111 3.258 3.18376 3.03034 2.71493 2.46422 1.92509 1.82188 1.44658 2.81314 1.58757 1.50364 0.982643
threshold=0.14132000000000003 -0.22463499999999997 -0.048219999999999992 -0.012865 -0.23315499999999997 -0.064274999999999985 0.085040000000000018 -0.040094999999999992 0.40052000000000004 -0.23043999999999995 -0.13843999999999998 0.50609000000000004 -0.14051999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -6 -5 12 9 -7 -11 -10 -2
right_child=7 2 4 6 5 8 -8 -9 11 10 -12 -13 -14
leaf_value=0.0037320506008809164 0.0011127726518838942 0.0021756838192776304 0.0034338499131183857 0.00064811500864015706 0.00023304166829364511 0.0037769702214835734 -0.0014422722860138386 -0.0017238293148932318 -0.00044781910427051992 0.00081696678190316203 0.0017311160102719207 0.0015490519363194628 -0.00059992193140885716
leaf_weight=57 55 61 67 87 102 52 60 56 52 166 2047 73 53
leaf_count=57 55 61 67 87 102 52 60 56 52 166 2047 73 53
internal_value=0 0.00160592 0.00156209 0.000493108 0.00164894 0.00160091 -0.000204452 -0.000409316 0.00165925 0.00171117 0.00166259 0.000717587 0.000271396
internal_weight=0 2824 2767 208 2559 2492 147 164 2390 2265 2213 125 108
internal_count=2988 2824 2767 208 2559 2492 147 164 2390 2265 2213 125 108
is_linear=0
shrinkage=0.00897909


Tree=1769
num_leaves=28
num_cat=0
split_feature=1 3 1 150 1 3 3 16 16 1 50 52 13 16 13 52 50 16 132 1 16 3 16 474 3 13 52
split_gain=206.347 40.4019 14.9747 19.5701 13.2862 9.69102 16.5378 8.36569 7.81495 7.06906 6.75566 4.89893 4.10697 3.80182 3.61236 3.3591 4.05241 3.25865 2.76123 2.72252 2.67567 1.56992 1.55729 3.58667 1.87291 1.48684 0.316231
threshold=0.10509 -0.031895 0.091395000000000018 1.0000000180025095e-35 0.12988000000000002 0.3148450000000001 0.076825000000000018 0.061775000000000004 0.18879500000000002 0.11669000000000002 0.12170000000000002 -0.45635499999999996 -0.14847499999999997 0.26900000000000007 -0.0099999999999999985 0.40431 0.090490000000000015 -0.076909999999999992 0.082230000000000011 0.12700000000000003 -0.024304999999999997 -0.081134999999999985 -0.034884999999999992 0.084835000000000008 -0.07298499999999998 -0.0081349999999999981 -0.26876499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 13 7 6 14 9 10 -2 12 21 -1 15 19 16 25 -8 22 -3 -20 -10 24 -24 -14 -4 -13
right_child=1 5 3 -5 -6 -7 17 -9 11 -11 -12 26 18 -15 -16 -17 -18 -19 20 -21 -22 -23 23 -25 -26 -27 -28
leaf_value=0.0047780840677629204 0.0033792983288970574 0.0019262799053314241 0.0027161836290527119 0.0021668946173373609 0.0017970942624060593 0.00084149992810256475 0.0021522195813813427 0.0039426210312508599 0.0042149865499198687 0.0020967884449868742 0.0032103418025521088 0.0030027523189912575 0.0040521597953720343 0.0043087975206457744 0.0007105561104470096 0.0041129566399158513 0.0038098387674558409 0.0029961203203610698 0.0039459732537694171 0.0011039553515113218 0.0031871656094226053 0.0035909681141593056 0.0042823633196090137 0.003723511858863516 0.0037484524293955618 0.0033472153657170519 0.003275539903180935
leaf_weight=53 73 63 55 76 54 88 68 81 60 52 71 53 741 55 52 55 82 62 91 52 52 56 426 101 181 52 83
leaf_count=53 73 63 55 76 54 88 68 81 60 52 71 53 741 55 52 55 82 62 91 52 52 56 426 101 181 52 83
internal_value=0 0.00216162 0.00385689 0.00337033 0.00297001 0.00161562 0.0018449 0.00327733 0.00394959 0.002846 0.00401379 0.00351228 0.00404845 0.00367613 0.00129202 0.0035334 0.0033646 0.00255491 0.00402415 0.00155469 0.00367024 0.00391398 0.00405905 0.00417531 0.00399257 0.00302312 0.00316944
internal_weight=0 645 2343 375 260 385 297 206 1968 125 1716 252 1645 299 167 244 189 130 1592 115 143 116 1449 527 922 107 136
internal_count=2988 645 2343 375 260 385 297 206 1968 125 1716 252 1645 299 167 244 189 130 1592 115 143 116 1449 527 922 107 136
is_linear=0
shrinkage=0.00265391


Tree=1770
num_leaves=14
num_cat=0
split_feature=4 10 0 0 11 41 41 4 16 16 52 0 0
split_gain=6.07126 3.61052 2.8716 2.77203 2.5777 5.71295 3.2921 2.13098 2.8362 4.47656 2.36983 2.67184 1.36047
threshold=0.50291500000000011 -1.0000000180025095e-35 -0.075434999999999988 -0.081414999999999987 0.078340000000000007 0.077915000000000012 0.075585000000000013 -0.47860499999999995 0.052690000000000008 0.08215500000000002 0.43161000000000005 -0.12851999999999997 -0.080499999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 6 -6 7 -3 10 -10 11 -9 -11
right_child=2 4 -4 -5 5 -7 -8 8 9 12 -12 -13 -14
leaf_value=0.0014984162972166751 0.00097861234540680365 0.0030990342734792016 -0.0014152148990368343 -0.001160015356062921 0.0017088905884539518 -0.0020044380866702568 0.0036992224118316069 0.00078472920775147072 -0.0012992956246729837 0.00019088257653618651 0.0030618627800747347 0.0017461525054381453 0.0015817593196567992
leaf_weight=61 81 77 95 78 102 56 65 301 72 80 101 1571 266
leaf_count=61 81 77 95 78 102 56 65 301 72 80 101 1571 266
internal_value=0 0.0014748 -0.000312944 5.91704e-06 0.00155063 0.000392143 0.00162286 0.00156813 0.00151879 0.000819305 0.00166693 0.00159162 0.00126046
internal_weight=0 2830 176 139 2691 158 2533 2468 2391 418 1973 1872 346
internal_count=3006 2830 176 139 2691 158 2533 2468 2391 418 1973 1872 346
is_linear=0
shrinkage=0.00934185


Tree=1771
num_leaves=28
num_cat=0
split_feature=4 1 12 1 13 2 12 1 1 12 0 41 133 42 49 0 12 4 1429 2 12 15 48 4 12 4 13
split_gain=207.073 58.0707 27.8083 27.1959 25.7618 9.52506 8.02781 7.38474 7.19064 5.78185 5.31448 4.88438 3.7563 6.04807 3.40256 3.82198 3.32219 2.63743 2.53183 2.46728 3.29502 3.00265 2.11944 3.33575 7.36524 2.75847 0.839576
threshold=0.31392000000000003 0.10075500000000003 0.085845000000000019 0.13130500000000003 -1.0000000180025095e-35 0.092250000000000013 0.106505 0.089625000000000024 0.14754500000000001 -0.053404999999999987 -0.077104999999999993 0.075585000000000013 0.40658000000000005 0.085495000000000015 -0.032374999999999994 -0.105195 0.11697000000000002 -0.040394999999999993 0.084710000000000021 0.088005000000000014 0.083815000000000014 0.087825000000000014 0.090730000000000019 0.052250000000000012 0.087255000000000013 0.078235000000000013 -0.013819999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 14 9 10 17 16 -5 26 11 18 13 -12 -2 -16 22 -4 19 20 -1 -21 23 24 -7 -25 -3
right_child=3 2 6 8 -6 7 -8 -9 -10 -11 12 -13 -14 -15 15 -17 -18 -19 -20 21 -22 -23 -24 25 -26 -27 -28
leaf_value=0.0035720749830484696 0.0011739287679394107 0.0016908775393649799 0.003440068297777296 0.00073534966705347934 0.0026638270443471975 0.0039451370357053194 0.0020920142914590133 0.0021675421729483359 -0.00028523641649856493 0.00059874831139931852 0.0030730403333738133 0.0038186813398233856 0.0033375978044509094 0.002110219548789745 0.0022282592216207207 0.0014559776536590249 0.0024873278303831196 0.002831686295994645 0.0028236706319612333 0.0028886390394737057 0.0032252989699132579 0.0033675048277974498 0.0026682947738441271 0.0024375722138796573 0.0030417448288572783 0.0030497989117693252 0.0012884370958596125
leaf_weight=167 53 52 66 92 91 53 52 66 54 55 70 68 52 60 64 63 69 77 81 191 745 99 80 65 285 84 52
leaf_count=167 53 52 66 92 91 53 52 66 54 55 70 68 52 60 64 63 69 77 81 191 745 99 80 65 285 84 52
internal_value=0 0.00294462 0.00221185 0.00107009 0.00172134 0.00309051 0.0028406 0.00287593 0.00035771 0.00118178 0.00318875 0.00323686 0.00283148 0.00262884 0.00164778 0.00184535 0.00294941 0.00311264 0.00320601 0.00323175 0.00328882 0.0030522 0.0030056 0.00306096 0.00318347 0.00278288 0.00148989
internal_weight=0 2680 445 326 250 2235 195 702 146 159 1533 1351 182 130 180 127 636 143 1283 1202 912 290 567 487 338 149 104
internal_count=3006 2680 445 326 250 2235 195 702 146 159 1533 1351 182 130 180 127 636 143 1283 1202 912 290 567 487 338 149 104
is_linear=0
shrinkage=0.00222067


Tree=1772
num_leaves=32
num_cat=0
split_feature=1 1 12 4 3 1 4 1 457 12 1 4 43 0 0 4 13 4 13 158 4 4 402 3 52 0 0 1 12 52 3
split_gain=241.825 50.0723 30.4526 16.6157 15.9702 14.123 10.4577 10.333 19.3885 8.64879 8.36427 6.89395 6.80685 6.06338 5.76246 4.72073 3.45427 3.28851 3.26421 2.8556 2.66338 2.6457 2.60259 2.20805 2.05845 1.74407 1.40086 1.08863 1.05214 0.894352 0.525624
threshold=0.10404000000000001 0.13601500000000002 0.085075000000000026 0.054720000000000012 0.090170000000000014 0.083670000000000008 0.24814500000000003 0.089625000000000024 0.048350000000000011 0.091545000000000015 0.14860500000000001 0.0043700000000000006 -0.080104999999999996 -0.061204999999999989 -0.11262999999999999 0.094220000000000012 -0.097214999999999982 -0.054799999999999995 -0.077034999999999978 0.08962500000000001 -0.036839999999999991 -0.079524999999999985 -0.014954999999999998 -0.074234999999999982 0.10236500000000001 -0.081224999999999978 -0.083274999999999988 0.092395000000000019 0.099170000000000022 0.10400000000000002 -0.074959999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 15 14 20 9 12 16 18 -6 -9 17 -5 -2 -1 25 -3 22 -4 -14 26 -16 -24 -11 -18 -23 -19 -27 -29
right_child=1 10 6 5 11 -7 -8 8 -10 13 -12 -13 21 -15 23 -17 19 28 -20 -21 -22 27 24 -25 -26 29 -28 30 -30 -31 -32
leaf_value=0.0055323846046142844 0.0014001466815959235 0.0013434187110039136 0.0050692957848304564 0.0050294232682275243 0.0041318926639214203 0.0027004209401698598 0.0030305366004581718 0.0037774799367315975 0.0026787549661655727 0.0053569542194423659 0.00056111203379920443 0.0027974123120774797 0.0043185557426932992 0.0037955665162829823 0.0042829744336011309 0.0023896690771494445 0.0056115161773174042 0.0040825532124653102 0.0023650164572441524 0.0054428378540787295 0.0041847483058755691 0.005318585213448199 0.0047512341084412517 0.0035728551095727994 0.0051822575996694313 0.0049116072608173895 0.0049781293384288756 0.0046046159056473343 0.0045443807567174836 0.0044449734518412325 0.0050106852426116451
leaf_weight=80 75 56 53 65 52 61 55 76 56 52 75 93 75 92 92 93 55 78 52 78 67 57 803 65 110 94 70 56 99 60 61
leaf_count=80 75 56 53 65 52 61 55 76 56 52 75 93 75 92 92 93 55 78 52 78 67 57 803 65 110 94 70 56 99 60 61
internal_value=0 0.00262083 0.00311104 0.0046168 0.00256346 0.00395053 0.00409025 0.00470867 0.00427248 0.00480811 0.00131343 0.0032762 0.004547 0.00447291 0.00429389 0.0019481 0.0049412 0.00463553 0.00183559 0.0048988 0.00457568 0.00478175 0.00485789 0.00398918 0.0048032 0.00488842 0.00525707 0.00498122 0.00434104 0.00473001 0.00481659
internal_weight=0 671 488 2335 313 283 175 2052 381 1671 183 145 325 475 222 168 1196 383 108 1116 120 249 1038 157 913 206 125 174 177 154 117
internal_count=3006 671 488 2335 313 283 175 2052 381 1671 183 145 325 475 222 168 1196 383 108 1116 120 249 1038 157 913 206 125 174 177 154 117
is_linear=0
shrinkage=0.00293013


Tree=1773
num_leaves=16
num_cat=0
split_feature=15 16 14 1452 2 15 12 0 4 16 1 1 16 1 403
split_gain=6.79368 2.59932 7.88215 2.54987 2.50057 3.15342 5.46971 2.76328 3.96265 2.27153 2.25931 4.03863 1.90659 1.48681 1.04707
threshold=-0.2987999999999999 -0.47730499999999992 -0.40567999999999999 0.098440000000000014 0.14561000000000004 0.084630000000000025 0.081080000000000013 0.14054500000000003 -0.50690499999999983 0.054560000000000004 0.080320000000000016 0.10877000000000002 0.11015500000000002 0.094165000000000013 -0.53317999999999988
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 8 -2 13 12 -12 -10 14 -8
right_child=3 2 -4 -5 -6 6 9 -9 10 -11 11 -13 -14 -15 -16
leaf_value=0.0013823844100046825 -0.0012070901599823916 0.0013587340392063648 -0.0033652103469400448 0.0038139132174368679 8.5304473322619511e-05 0.0052308432540262937 0.00093622364712412818 0.0037092126024932471 0.0020588971053279617 9.0896487294417659e-05 0.00057117199773506491 0.0021860411800610708 0.00092386740620698112 0.0037317898016961176 0.002150991177593457
leaf_weight=74 55 72 67 56 94 55 78 53 716 57 485 222 183 54 685
leaf_count=74 55 72 67 56 94 55 78 53 716 57 485 222 183 54 685
internal_value=0 -0.000117991 -0.000917514 0.00171832 0.0016754 0.00173191 0.00219728 0.00147962 0.00140842 0.00200626 0.00149805 0.0010784 0.00182797 0.00213976 0.00202695
internal_weight=0 213 139 2793 2737 2643 929 1714 1661 874 1606 707 899 817 763
internal_count=3006 213 139 2793 2737 2643 929 1714 1661 874 1606 707 899 817 763
is_linear=0
shrinkage=0.00991364


Tree=1774
num_leaves=19
num_cat=0
split_feature=10 4 376 16 3 11 4 52 15 4 1203 130 151 12 4 16 12 3
split_gain=4.97947 2.51752 2.31071 2 3.92578 5.65324 2.14472 1.91919 1.80585 1.53842 1.37408 1.45514 1.56129 1.34669 0.903454 0.836649 0.423288 1.15368
threshold=-0.089679999999999982 0.50291500000000011 0.048375000000000008 -0.096659999999999982 -0.12711499999999995 0.088160000000000002 0.062600000000000017 0.06136500000000001 -0.46645999999999993 -0.010764999999999999 0.087415000000000007 -0.082634999999999986 -0.064619999999999983 0.085425000000000015 0.40441500000000002 -0.14006999999999997 0.099260000000000015 -0.08095999999999999
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 -2 -3 -4 11 -6 -13 14 -8 -9 17 -15
right_child=1 8 9 4 10 -7 13 15 -10 -11 -12 12 -14 16 -16 -17 -18 -19
leaf_value=-0.00084883243895813557 0.0035535440908247618 0.00086434506667310658 0.0010275017515330067 -0.0012901820137277893 -4.8068447755094931e-05 0.002178591140913998 0.0013609554635876115 0.0010653150587078895 -0.0010429268239926614 -0.0010339537411730227 0.0023785181056938417 0.0018858245745976276 0.0011959138554158359 0.002122109567402893 0.0027176853046425881 0.0025756493368244019 0.0002522965459096487 0.00040110665634578732
leaf_weight=90 80 99 56 103 61 53 80 57 59 52 86 291 1543 52 68 53 57 66
leaf_count=90 80 99 56 103 61 53 80 57 59 52 86 291 1543 52 68 53 57 66
internal_value=0 0.0012117 0.0012724 0.00132283 0.00120653 -0.000111098 0.0018071 0.00253526 0.000151553 3.4096e-05 0.00131034 0.00126181 0.00130543 0.00137849 0.00198494 0.00179386 0.000865074 0.0011603
internal_weight=0 2916 2758 2650 2137 156 513 190 158 108 1981 1895 1834 323 148 110 175 118
internal_count=3006 2916 2758 2650 2137 156 513 190 158 108 1981 1895 1834 323 148 110 175 118
is_linear=0
shrinkage=0.00863042


Tree=1775
num_leaves=18
num_cat=0
split_feature=4 3 39 3 48 14 0 133 4 0 457 151 0 160 3 11 0
split_gain=114.407 35.4968 28.0826 12.2275 10.1845 10.1374 9.76278 6.34936 5.17675 13.064 4.19975 5.67266 3.99712 2.94297 3.1263 2.362 1.87293
threshold=0.27258000000000004 0.11269500000000002 0.0047850000000000011 -0.060719999999999989 0.092600000000000016 0.073890000000000011 -0.099704999999999974 0.085835000000000009 -0.49269499999999994 1.0000000180025095e-35 0.062030000000000009 -0.089594999999999994 -0.07700499999999999 -0.077459999999999987 0.0035100000000000005 0.080455000000000013 -0.18240499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 7 8 -3 -4 15 10 12 -12 -10 -5 -15 -1 -16
right_child=3 6 4 13 -6 -7 -8 -9 9 -11 11 -13 -14 14 16 -17 -18
leaf_value=0.0035165505019209503 0.0019767522270215353 0.0010519797222478539 0.0026915600847907035 0.0014953294227696254 0.0012453875824239365 0.0035484234202954679 0.0022351320934485054 0.0017273060944668964 0.0028763976864534008 0.0018704455544249808 0.0028517993732114517 0.0018792884438172349 0.0026381657723815572 0.0013552874627938733 0.0010425679796945693 0.0028829302374574674 0.00050356259495002332
leaf_weight=66 97 76 83 55 67 89 63 57 1419 79 62 57 464 55 54 53 78
leaf_count=66 97 76 83 55 67 89 63 57 1419 79 62 57 464 55 54 53 78
internal_value=0 0.00268101 0.00274184 0.00131033 0.00195819 0.0028127 0.0015884 0.00229914 0.00278293 0.00275709 0.00279207 0.00238617 0.00281771 0.00104311 0.000909972 0.00323455 0.000724244
internal_weight=0 2635 2496 339 207 2289 139 140 2200 2081 2002 119 1883 242 187 119 132
internal_count=2974 2635 2496 339 207 2289 139 140 2200 2081 2002 119 1883 242 187 119 132
is_linear=0
shrinkage=0.00222067


Tree=1776
num_leaves=24
num_cat=0
split_feature=1 3 3 0 2 1 150 1 11 2 14 47 16 48 51 13 1 12 43 2 0 475 15
split_gain=169.153 33.6022 11.374 11.4771 10.4469 9.38406 8.34425 14.4063 9.80362 5.7344 4.48103 4.40376 3.63987 4.31754 3.60828 3.43964 3.13623 3.19515 2.16583 2.28622 1.94563 0.59803 0.327921
threshold=0.10398500000000001 -0.049204999999999992 0.10766000000000002 0.14054500000000003 0.11426500000000002 0.13654500000000003 0.083435000000000023 0.085780000000000009 1.0000000180025095e-35 0.094985000000000014 0.078275000000000025 0.09023500000000001 -0.28430999999999995 0.081890000000000004 -0.067854999999999985 -0.052719999999999996 0.087225000000000011 0.080635000000000012 0.094900000000000012 0.096780000000000019 -0.072924999999999976 -0.078224999999999975 -0.046109999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 14 11 8 21 9 16 -10 12 -3 -14 -2 -7 17 -1 19 -11 -18 -8 -16
right_child=1 5 -4 -5 -6 15 7 -9 10 18 -12 -13 13 -15 22 -17 20 -19 -20 -21 -22 -23 -24
leaf_value=0.0036755993054458369 0.0031335522652613515 0.0018701959038065223 0.0020121409773707008 0.0020798022924577763 0.0016523611300778064 0.00063941573103034721 0.0030434828605939001 0.0020149763854978762 0.0041503748170122435 0.0025162270726428342 0.0032716503383945278 0.0022013158220843959 0.00082812235694411157 0.0016187699384292379 0.0023295410441481808 0.001363552841207157 0.0030774108637900582 0.0032136853546345908 0.0025337255323319477 0.0030395873832982766 0.0026166944994440119 0.0033859636980909415 0.0025904343253450143
leaf_weight=88 70 80 54 59 67 97 53 96 74 53 54 55 68 81 55 55 287 971 78 302 60 62 55
leaf_count=88 70 80 54 59 67 97 53 96 74 53 54 55 68 81 55 55 287 971 78 302 60 62 55
internal_value=0 0.00175112 0.00306122 0.00308654 0.0024321 0.00136528 0.0031138 0.0026764 0.0031607 0.00311759 0.00377986 0.00161336 0.00147204 0.0012581 0.0027222 0.000901601 0.00318936 0.00325209 0.00288452 0.00296152 0.00299782 0.00322834 0.00246021
internal_weight=0 683 2291 2237 247 436 2178 211 1967 1839 128 284 229 149 180 152 1406 1059 433 355 347 115 110
internal_count=2974 683 2291 2237 247 436 2178 211 1967 1839 128 284 229 149 180 152 1406 1059 433 355 347 115 110
is_linear=0
shrinkage=0.00231039


Tree=1777
num_leaves=21
num_cat=0
split_feature=2 3 40 2 34 14 0 0 3 3 13 52 2 2 2 51 481 0 16 51
split_gain=90.9266 39.8705 28.7977 18.1184 14.6298 12.0004 8.18876 6.01101 5.83678 5.25904 4.90065 5.59278 4.34982 3.86679 2.5361 2.50792 2.11538 2.29844 2.07464 0.788889
threshold=0.12026500000000001 0.11269500000000002 -0.066359999999999988 0.14808000000000002 -0.010739999999999998 0.073890000000000011 -0.084114999999999981 -0.13843999999999998 -0.0045699999999999985 0.30863500000000005 0.0048350000000000008 -0.088174999999999989 0.25063000000000007 0.10085000000000001 0.097845000000000015 -0.064959999999999976 -0.0087899999999999975 -0.076589999999999978 -0.0092499999999999978 -0.045524999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 7 -2 8 -4 -3 16 19 -5 -13 -6 -8 18 -18 -9 -12
right_child=3 9 5 12 14 -7 15 10 -10 -11 11 13 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=0.0012724669066027942 0.0014883654390166923 0.0021548362506528572 0.0020754438804242385 0.0013352054620510336 0.0032346879539457735 0.0042544555102997763 0.0030355410820976101 0.0034232854542941781 0.0031420030539078322 0.0010692799109367599 0.0033054285343297458 0.0029745607353884092 0.000356035729475015 0.0021696134244646548 0.0024138435618099837 0.0022760324684794656 0.0033915718235112066 0.0031522720633456289 0.0039694991045817222 0.0037363252922637379
leaf_weight=72 77 80 56 73 53 90 52 147 103 52 71 209 57 53 54 76 1080 389 75 55
leaf_count=72 77 80 56 73 53 90 52 147 103 52 71 209 57 53 54 76 1080 389 75 55
internal_value=0 0.00314949 0.00322435 0.00168152 0.0021981 0.00330325 0.00217311 0.00326498 0.00276654 0.00172741 0.00330309 0.00303335 0.000906095 0.00281184 0.00282069 0.0025848 0.00336496 0.00332822 0.00360794 0.00349374
internal_weight=0 2639 2507 335 179 2328 205 2238 159 132 2079 388 130 262 107 128 1691 1469 222 126
internal_count=2974 2639 2507 335 179 2328 205 2238 159 132 2079 388 130 262 107 128 1691 1469 222 126
is_linear=0
shrinkage=0.00265391


Tree=1778
num_leaves=19
num_cat=0
split_feature=2 15 3 52 3 39 39 2 447 11 2 11 3 2 2 3 43 15
split_gain=120.346 51.5597 21.6555 17.7815 16.9814 14.4993 13.5244 8.60496 6.16404 7.30578 7.31993 6.33681 6.08036 5.22764 5.21155 3.75425 3.20553 2.6811
threshold=0.11366500000000002 -0.2987999999999999 0.11878500000000002 -0.24841999999999997 0.10766000000000002 0.091910000000000006 0.0047850000000000011 -0.007134999999999999 0.085135000000000016 1.0000000180025095e-35 0.10510500000000002 0.08235000000000002 -0.086064999999999989 0.094985000000000014 0.12026500000000001 0.31351000000000001 -0.073819999999999983 -0.031624999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 12 8 -8 9 10 17 -11 -5 -9 -14 -4 -12 -3
right_child=2 4 15 5 -6 -7 7 13 -10 11 16 -13 14 -15 -16 -17 -18 -19
leaf_value=0.0012464459476190883 0.003023107819979786 0.0028933189494795611 0.0013509379048135843 0.0014681151525947529 0.0018960806560963284 0.00093983348212536659 0.0016412796881469741 0.0031982396187963179 0.0023113238465935653 0.0039941682840968626 0.0028028709175429004 0.0031110193581704903 0.0028261163565610854 0.002232979726672316 0.001953699374732163 0.00068096084578364059 0.0020392291491343607 0.003070195305752308
leaf_weight=91 64 623 79 57 75 76 55 52 61 64 52 98 56 55 78 80 53 1205
leaf_count=91 64 623 79 57 75 76 55 52 61 64 52 98 56 55 78 80 53 1205
internal_value=0 0.00285537 0.00167465 0.00199194 0.00291654 0.00174468 0.00294955 0.00234222 0.00299517 0.00301507 0.00297777 0.00346006 0.00206482 0.0027023 0.00231847 0.00101399 0.00241764 0.00300993
internal_weight=0 2484 490 331 2393 267 2318 162 2156 2095 1933 162 191 107 134 159 105 1828
internal_count=2974 2484 490 331 2393 267 2318 162 2156 2095 1933 162 191 107 134 159 105 1828
is_linear=0
shrinkage=0.00217713


Tree=1779
num_leaves=27
num_cat=0
split_feature=1 1 0 0 1 0 155 0 14 16 16 1 43 49 16 133 0 160 43 131 123 16 133 401 1 1
split_gain=218.998 36.5724 25.9007 22.719 15.1229 20.0902 10.7413 9.06593 8.00149 7.9808 5.7244 5.03819 4.90999 5.24296 3.24006 3.30812 2.96821 2.76631 3.09532 2.38821 2.27691 2.23164 1.39339 1.31107 0.682355 0.316653
threshold=0.10398500000000001 0.12381000000000002 -0.11825999999999999 0.14054500000000003 0.089825000000000002 -0.10147999999999999 0.092900000000000024 -0.046614999999999997 0.064610000000000015 0.058455000000000007 -0.33811499999999994 0.14754500000000001 -0.00045499999999999995 0.097940000000000013 -0.077679999999999985 0.085895000000000013 -0.07409499999999998 0.0044600000000000013 0.29736500000000005 0.11540500000000002 0.087855000000000016 0.066010000000000013 0.092550000000000007 0.10531500000000001 0.096475000000000019 0.13662500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 8 -6 7 16 12 11 -2 20 13 19 -7 24 -4 18 21 23 25 -14 -15 -1 -16 -3
right_child=1 9 6 -5 5 14 -8 -9 -10 -11 -12 -13 17 22 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.003626945860791311 0.0018640286233265098 0.0012800650175790061 0.0031833353129621478 0.0017840674171602437 0.0018583908471224929 0.0027824264813344477 0.0037198691368574136 0.0014792990978928465 0.0042460186853924579 0.0016747504272137763 0.00083505102416966449 -7.0247927190356597e-06 0.003279730439168866 0.0033020161248194851 0.0034148156949343812 0.0028459463978502578 0.0024039742998009364 0.0026280744334114545 0.0027924913584494067 0.0030349028051389359 0.0004971976086692128 0.0038501030009646118 0.0028312469453847392 0.0032019284571011123 0.0037479707127758373 0.00099417191731272412
leaf_weight=966 67 54 60 64 95 85 53 53 84 75 81 53 293 96 103 60 75 52 77 53 58 56 79 53 75 54
leaf_count=966 67 54 60 64 95 85 53 53 84 75 81 53 293 96 103 60 75 52 77 53 58 56 79 53 75 54
internal_value=0 0.00163468 0.00215815 0.0033134 0.00335733 0.00291087 0.00268439 0.00239232 0.00346048 0.000941958 0.00130106 0.000690875 0.00342221 0.00350838 0.00322034 0.00337662 0.00275056 0.00319735 0.00326677 0.00357671 0.000913866 0.00337133 0.00308966 0.00360487 0.00355535 0.00113738
internal_weight=0 683 389 2291 2227 418 241 188 1809 294 148 219 1725 1247 323 238 135 478 426 1072 166 349 175 1019 178 108
internal_count=2974 683 389 2291 2227 418 241 188 1809 294 148 219 1725 1247 323 238 135 478 426 1072 166 349 175 1019 178 108
is_linear=0
shrinkage=0.00260187


Tree=1780
num_leaves=18
num_cat=0
split_feature=4 457 10 10 39 0 52 4 48 0 4 52 0 4 52 4 151
split_gain=6.50715 4.18789 3.78282 4.71106 3.17625 2.98808 2.39483 2.34558 2.34212 5.53117 2.94034 3.3712 2.88585 1.69394 1.32482 1.31269 0.799876
threshold=0.24099500000000004 0.11662500000000002 -1.0000000180025095e-35 0.057650000000000007 0.099350000000000008 -0.15651999999999996 -0.56096499999999982 -0.0042499999999999994 0.093225000000000016 -0.06612999999999998 -0.42305999999999994 -0.11480999999999998 -0.036459999999999992 0.42405000000000009 0.042815000000000006 0.51292000000000015 -0.0010249999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 13 5 7 -7 -1 10 16 11 -8 -12 14 -4 -15 -10
right_child=2 -3 3 -5 -6 6 8 -9 9 -11 12 -13 -14 15 -16 -17 -18
leaf_value=0.005111105660670431 -0.0014475060890176274 -0.00049642782805132762 0.00020724608269881233 -0.0014853401339929356 -7.4337093273562651e-05 0.0040017476004119137 0.0019152919863243975 0.0022575977261790549 0.0011654822812470289 -0.0012890420409488082 0.0020861229083298945 0.0050247147076146149 0.00022441456587238951 0.003339193384101036 0.0019508488900203901 0.0014548991826763976 0.0026547722979315589
leaf_weight=53 62 59 97 54 61 56 62 52 53 64 1822 65 79 65 67 70 87
leaf_count=53 62 59 97 54 61 56 62 52 53 64 1822 65 79 65 67 70 87
internal_value=0 0.00201086 0.000722526 0.00110395 0.00207119 0.00212592 0.00205369 0.00369891 0.00200477 0.00103057 0.00210271 0.00350753 0.00200881 0.00157192 0.000920192 0.00236291 0.0020917
internal_weight=0 2513 415 353 2454 2393 2288 105 2232 204 2028 127 1901 299 164 135 140
internal_count=2928 2513 415 353 2454 2393 2288 105 2232 204 2028 127 1901 299 164 135 140
is_linear=0
shrinkage=0.00952868


Tree=1781
num_leaves=27
num_cat=0
split_feature=1 155 47 14 3 1 15 124 3 3 4 3 16 150 2 15 16 2 15 1 2 49 15 4 13 13
split_gain=227.009 40.6532 21.0641 15.6384 15.6068 11.8684 9.80804 8.06885 7.9327 6.40025 4.9641 4.41804 8.05451 4.30289 3.9354 3.14632 4.25692 2.79727 2.18402 2.54869 2.47221 1.70802 0.702709 0.666373 0.437679 0.579455
threshold=0.10529500000000001 0.089885000000000007 0.078345000000000012 0.056865000000000006 -0.07298499999999998 0.15028500000000003 0.021950000000000001 -0.082389999999999977 -0.036264999999999992 -0.079774999999999985 0.41315500000000005 -0.12711499999999995 0.08215500000000002 0.084270000000000012 0.12299 -0.11532999999999999 -0.0030649999999999996 0.12665000000000001 0.087670000000000012 0.089875000000000024 0.091235000000000024 0.10413500000000002 -0.063834999999999989 -0.082389999999999977 -0.0039049999999999992 -0.088854999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 11 6 9 -6 -4 -2 -11 12 -1 14 15 -9 -17 -12 19 20 21 -13 -22 -20 25 -25
right_child=1 -3 8 -5 7 -7 -8 13 -10 10 17 18 -14 -15 -16 16 -18 -19 23 -21 22 -23 -24 24 -26 -27
leaf_value=0.0029919957025963013 0.0022661491415238611 0.0043379047764380702 0.0034567583380660256 0.0050458936146676537 0.0026771566527592338 0.00046053188141837234 0.0028183775148099637 0.0043785316096810424 0.0022386726991670955 0.00095873528820872593 0.002098344578849584 0.004304894513231382 0.0042988882169804725 0.0029398259306584631 0.0030421877185963188 0.0034347826224310446 0.0040470015249642532 0.001337014607811822 0.0037322636382675907 0.0036947975765030147 0.00406871254553516 0.0037998077883986273 0.0037685149352139654 0.0037897284180647864 0.0037663112454107001 0.0040775960167780904
leaf_weight=75 83 55 70 88 70 52 58 61 82 100 72 642 60 55 52 174 150 65 101 82 150 52 93 65 61 260
leaf_count=75 83 55 70 88 70 52 58 61 82 100 72 642 60 55 52 174 150 65 101 82 150 52 93 65 61 260
internal_value=0 0.00215655 0.00195036 0.00394772 0.00390384 0.00165001 0.00181357 0.00352174 0.00279982 0.00163136 0.00140893 0.00403468 0.00357305 0.00364185 0.00373014 0.00382299 0.0037183 0.00173734 0.00407604 0.00414642 0.00418591 0.00426709 0.00395394 0.00392874 0.00398008 0.00402011
internal_weight=0 637 582 2291 2203 430 378 562 152 320 237 1641 135 492 437 385 324 137 1506 1019 937 694 243 487 386 325
internal_count=2928 637 582 2291 2203 430 378 562 152 320 237 1641 135 492 437 385 324 137 1506 1019 937 694 243 487 386 325
is_linear=0
shrinkage=0.00265391


Tree=1782
num_leaves=25
num_cat=0
split_feature=1 10 40 49 150 52 16 159 16 3 1 43 49 12 3 3 16 2 394 16 12 47 2 52
split_gain=6.23605 4.19452 2.24668 2.40391 1.74464 1.56341 2.65955 4.49543 2.96512 2.00683 2.08221 2.68522 1.89218 1.86328 2.42878 1.77937 3.31233 1.41942 1.403 1.28688 0.985592 1.20494 2.13671 0.210384
threshold=0.11156000000000001 0.057650000000000007 -0.083574999999999997 0.092240000000000016 0.091630000000000003 -0.41694999999999993 0.18879500000000002 0.051140000000000012 0.08215500000000002 -0.087284999999999988 0.085880000000000026 -0.086874999999999994 -0.085999999999999979 0.086675000000000016 -0.094654999999999975 -0.07298499999999998 0.0030150000000000008 0.083815000000000014 -0.014749999999999997 -0.034884999999999992 -0.075604999999999992 0.09252500000000001 0.11487000000000001 -0.5320649999999999
decision_type=2 2 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 20 13 8 -8 9 10 17 -12 -11 -1 -15 18 -17 -7 -14 -19 -4 22 -22 -16
right_child=1 -3 3 -5 -6 6 7 -9 -10 12 11 -13 15 14 23 16 -18 19 -20 -21 21 -23 -24 -25
leaf_value=0.0041322763838589913 -0.00087475311099957957 -0.001862911679460414 0.0030390661308364424 -0.00042792958325729849 8.9045778430334811e-05 0.0031231819388863199 -0.0011478658613247505 0.0027534596339738103 0.0042890655299227688 0.0037899774459332646 0.0018649341308779575 -0.001219125842283296 0.0037090262358287661 0.0036162564314756204 0.0016721064750909846 0.0012353056223334334 0.0037597366181762299 0.0019452360045199295 0.0022075158878574067 0.00065494067599108983 0.0037049473769942306 0.00043323607803663036 0.0011333751713687073 0.00076126861476485312
leaf_weight=73 52 55 75 64 56 65 72 52 57 68 54 62 69 74 53 416 61 226 856 122 56 57 81 52
leaf_count=73 52 55 75 64 56 65 72 52 57 68 54 62 69 74 53 416 61 226 856 122 56 57 81 52
internal_value=0 0.000769485 0.00109803 0.00136203 0.00171484 0.00201395 0.00192662 0.000487303 0.00201338 0.00194843 0.00141374 0.000215627 0.00214077 0.00276901 0.00221244 0.00206071 0.00155836 0.00175 0.00231964 0.0014932 0.00205289 0.00167109 0.00218532 0.00122205
internal_weight=0 496 441 389 325 2432 2180 124 2056 1999 529 116 1470 252 179 1402 477 413 925 348 269 194 137 105
internal_count=2928 496 441 389 325 2432 2180 124 2056 1999 529 116 1470 252 179 1402 477 413 925 348 269 194 137 105
is_linear=0
shrinkage=0.0101119


Tree=1783
num_leaves=29
num_cat=0
split_feature=15 3 148 3 43 43 12 157 12 12 15 0 14 15 15 15 42 42 0 0 12 1429 42 150 150 49 0 12
split_gain=164.694 77.8445 33.77 34.1738 17.9752 14.6994 10.4305 8.8828 7.90928 7.93164 6.85176 7.16848 4.54876 3.61198 4.37295 2.83035 3.41027 2.79304 2.72411 2.57684 1.73748 1.63243 1.62432 1.60261 1.27521 1.93532 1.13365 0.522752
threshold=-0.26361999999999991 -0.063889999999999988 -0.065214999999999981 0.28833000000000003 -0.035884999999999993 -0.092609999999999984 -0.082039999999999988 -0.0048549999999999991 0.056995000000000011 0.090285000000000018 0.062230000000000008 -0.10998999999999999 -0.10523499999999998 -0.036279999999999993 -0.055184999999999991 0.096995000000000012 0.09364500000000002 0.086895000000000014 -0.08323499999999999 -0.13409999999999997 0.099680000000000005 0.082890000000000005 -0.085319999999999993 0.086765000000000023 0.083205000000000015 -0.0065649999999999988 -0.096849999999999978 0.097060000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 8 -3 4 5 -4 -1 -6 -2 19 11 -9 -8 14 22 18 -17 -7 -15 -10 -20 24 -11 -23 25 -21 -24 -18
right_child=1 2 3 -5 7 17 12 10 9 13 -12 -13 -14 15 -16 16 27 -19 20 21 -22 23 26 -25 -26 -27 -28 -29
leaf_value=-2.4916485264847097e-05 0.002172700319978117 0.00047562864744453594 0.0029526644473078507 0.00053775360805345489 0.0037178024528832141 0.0011557617735539637 0.0015613743473292222 0.0019283996170762166 0.0028018683281106076 0.003311257472581151 0.0034955841749859783 0.0028499281238261063 0.00065512615466186992 0.0037912742699442044 0.0021058266481794128 0.0024687538790913507 0.003347893551569885 0.0019003920755315865 0.0032564571442172947 0.002913417506858299 0.0027835764777690776 0.003826974217726526 0.0024813381365271993 0.003261600350055396 0.0036942771767026583 0.0033211164420708836 0.0029083483015124091 0.0029788925940118401
leaf_weight=90 54 71 62 62 67 82 68 90 61 53 55 142 77 52 53 82 53 55 244 86 65 84 53 55 52 721 187 52
leaf_count=90 54 71 62 62 67 82 68 90 61 53 55 142 77 52 53 82 53 55 244 86 65 84 53 55 52 721 187 52
internal_value=0 0.00288375 0.00214181 0.00233412 0.00253548 0.00192168 0.000656918 0.00288044 0.00313733 0.00316399 0.00268487 0.00249256 0.00108031 0.00298675 0.00278196 0.003116 0.00286007 0.0014549 0.0032485 0.00331358 0.00315707 0.00334483 0.00290417 0.00360346 0.00330295 0.0032777 0.00281416 0.00316541
internal_weight=0 2693 686 615 553 199 235 354 2007 1953 287 232 145 894 346 548 187 137 361 1059 309 998 293 139 859 807 240 105
internal_count=2928 2693 686 615 553 199 235 354 2007 1953 287 232 145 894 346 548 187 137 361 1059 309 998 293 139 859 807 240 105
is_linear=0
shrinkage=0.00255085


Tree=1784
num_leaves=22
num_cat=0
split_feature=1 10 10 49 3 12 3 52 52 15 1 15 1 3 13 1213 52 3 13 1 13
split_gain=5.30471 3.01238 1.90914 2.34116 1.83099 1.96857 1.53944 1.68426 2.03399 1.61473 1.7267 1.48704 1.45966 2.45392 2.30242 1.18336 1.35397 0.959799 0.657057 0.633147 0.383963
threshold=0.11156000000000001 0.057650000000000007 -0.00189 0.016520000000000003 0.099330000000000016 0.097910000000000011 0.11745500000000002 0.49613000000000007 0.28122000000000008 0.098550000000000013 1.0000000180025095e-35 -0.40166999999999992 0.089245000000000005 -0.15415499999999996 -0.089359999999999981 0.030480000000000004 -0.092084999999999986 -0.086284999999999987 -0.064249999999999988 0.13535500000000003 -0.075904999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 5 11 7 8 9 12 18 -4 15 -14 -15 16 -1 -17 -11 -6 -9
right_child=1 -3 3 -5 19 -7 -8 20 -10 10 -12 -13 13 14 -16 17 -18 -19 -20 -21 -22
leaf_value=0.0021875916510938819 -0.00036256721352014406 -0.0013937505113667331 -0.00085848637372994564 -0.00031620562824658351 0.0017919974702937536 0.002264116545331664 0.00014946689581781162 0.0022643710178829879 0.00032691737367020781 0.0026571898903703143 0.0038540245745831161 0.001215307163889344 0.0027097255159390199 -0.00089439888764142013 0.0011603339576302463 0.0034500671103558575 0.0014900883825331179 0.0020349600247309488 0.0012687838102275011 0.0032278049254138128 0.0032361466403897231
leaf_weight=307 84 55 53 71 52 65 55 84 95 53 57 64 73 53 332 54 986 161 63 52 59
leaf_count=307 84 55 53 71 52 65 55 84 95 53 57 64 73 53 332 54 986 161 63 52 59
internal_value=0 0.000626647 0.000878846 0.00117122 0.00154081 0.000985975 0.00166625 0.00170131 0.00163951 0.00169776 0.00254705 0.000275061 0.00162298 0.00116951 0.000877221 0.00176064 0.00165577 0.00239084 0.00190398 0.00251084 0.002666
internal_weight=0 496 441 357 286 182 2432 2377 2234 2139 173 117 1966 458 385 1508 1293 215 116 104 143
internal_count=2928 496 441 357 286 182 2432 2377 2234 2139 173 117 1966 458 385 1508 1293 215 116 104 143
is_linear=0
shrinkage=0.00915867


Tree=1785
num_leaves=15
num_cat=0
split_feature=3 160 4 106 149 4 4 41 1 50 16 4 1 1
split_gain=4.00451 4.96761 4.61589 3.19923 2.55877 2.22281 4.15418 2.48697 3.0259 1.99482 1.82604 4.26268 1.60542 0.870937
threshold=0.11745500000000002 -1.0000000180025095e-35 0.028075000000000006 0.085650000000000018 0.079475000000000004 0.31392000000000003 0.42118000000000005 0.07677500000000001 0.081720000000000015 -0.23108499999999996 -0.0050499999999999989 -0.0065849999999999997 0.10970000000000001 0.122075
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 7 -7 9 -9 -1 12 -12 -11 -8
right_child=1 2 -4 -5 -6 6 13 8 -10 10 11 -13 -14 -15
leaf_value=0.0028902679689871594 0.0023956682180217574 0.0011586595845549622 -0.0020860153948604548 -0.00092683171399557613 0.0033727238591779035 -0.0018205911778880217 0.0022849224459127503 0.0014714813387143671 0.0045585878798964962 0.0014862626530242091 0.00055085297225715435 0.0024233629160383434 0.0031903220846202542 0.00066845798003220894
leaf_weight=81 62 67 98 52 62 54 52 65 52 1544 523 140 52 73
leaf_count=81 62 67 98 52 62 54 52 65 52 1544 523 140 52 73
internal_value=0 9.57362e-05 -0.000767864 0.00141301 0.00145815 0.00141308 0.000387159 0.00148778 0.0028444 0.0014199 0.00136714 0.000946408 0.00154185 0.00134172
internal_weight=0 227 165 2750 2698 2636 179 2457 117 2340 2259 663 1596 125
internal_count=2977 227 165 2750 2698 2636 179 2457 117 2340 2259 663 1596 125
is_linear=0
shrinkage=0.00952868


Tree=1786
num_leaves=21
num_cat=0
split_feature=4 2 150 123 2 14 2 0 4 0 0 14 150 4 4 52 52 2 42 0
split_gain=320.22 81.0771 44.6978 41.1009 30.3155 27.145 25.0472 19.3812 9.71021 9.66536 8.03791 6.90997 6.05309 5.27277 4.42393 3.05112 3.99287 1.47404 0.917316 0.354108
threshold=0.31392000000000003 0.10060500000000001 0.082085000000000019 1.0000000180025095e-35 0.14744000000000002 0.073890000000000011 0.14808000000000002 -0.13619499999999998 -0.39175499999999991 -0.049474999999999998 -0.195045 -1.0000000180025095e-35 0.081245000000000026 0.50996500000000011 0.032770000000000001 -0.43279999999999996 0.047345000000000005 0.11366500000000002 0.086205000000000018 0.040570000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 7 8 11 -3 -1 10 -10 -2 13 -13 -12 19 18 -18 -17 -9
right_child=6 2 -4 -5 -6 -7 -8 15 9 -11 14 12 -14 -15 -16 16 17 -19 -20 -21
leaf_value=0.003614433399463427 0.00095232816104807809 0.00104892050107033 0.00036116083858941321 0.0011559503981403031 0.00041045755787676473 0.0041647023808284601 -0.0014546901311036362 0.0026482983126082929 0.0019088581641051412 0.0018093063868633615 0.0028774757225947284 -0.00063636127797751807 0.00070834443902143517 0.00034665092067407923 0.0024972284023901067 0.0018227400347902941 0.0027425563248836241 0.0022927959817247699 0.0022363704780440064 0.0029165264891621127
leaf_weight=80 73 61 97 81 53 86 52 54 54 56 1493 69 60 54 193 65 109 66 57 64
leaf_count=80 73 61 97 81 53 86 52 54 54 56 1493 69 60 54 193 65 109 66 57 64
internal_value=0 0.00257415 0.00183203 0.00280154 0.00210169 0.00286946 3.63213e-05 0.00228995 0.00281007 0.00277423 0.00280527 0.000339281 9.4595e-05 -0.00020459 0.00283396 0.0024723 0.00234441 0.00257308 0.0020162 0.00279399
internal_weight=0 2669 626 2043 529 1962 308 476 1876 1796 1740 256 183 123 1686 415 297 175 122 118
internal_count=2977 2669 626 2043 529 1962 308 476 1876 1796 1740 256 183 123 1686 415 297 175 122 118
is_linear=0
shrinkage=0.00235659


Tree=1787
num_leaves=22
num_cat=0
split_feature=2 3 1443 51 132 13 13 2 42 31 4 3 3 3 4 484 51 51 13 15 52
split_gain=4.79527 2.94211 2.43783 2.18175 2.07107 1.72006 1.8428 2.01745 1.7337 1.71666 1.46231 1.40121 3.05471 2.76536 2.14185 1.23745 1.34649 1.79155 1.22223 1.12687 0.548177
threshold=0.10060500000000001 0.3148450000000001 0.084655000000000022 -0.41109999999999997 0.092880000000000004 -0.094609999999999986 -0.059629999999999996 0.12141500000000001 -0.063484999999999986 -0.081409999999999996 0.046185000000000004 0.093925000000000022 -0.0037099999999999998 0.081495000000000012 0.0048200000000000005 -0.084749999999999978 -0.095799999999999982 -0.085489999999999997 -0.078724999999999976 -0.040119999999999996 -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 3 9 -2 5 -5 19 8 -8 -1 -9 12 15 -14 -13 18 -17 -18 20 -7 -11
right_child=1 -3 -4 4 -6 6 7 10 -10 11 -12 14 13 -15 -16 16 17 -19 -20 -21 -22
leaf_value=-0.00020617350607946971 0.0022769135903851164 -0.0011896928034021747 0.0030578976328697206 -0.00032104160647048011 -0.0010141842508473999 0.0011777688947888932 0.0016257394045893507 0.0025919020019682694 -0.00012820756829316581 0.00086579081126687233 0.00067776828975343493 -0.00076803826211160507 0.0042198218705907188 0.0013985839630526362 0.001681969438241666 0.00024776016505474681 0.0028171968302408991 0.0012381672212118913 0.0031256331596106308 0.0028225079450201335 0.0020235349520228885
leaf_weight=57 64 68 63 103 58 86 54 57 228 55 68 59 55 53 52 101 58 1457 53 52 76
leaf_count=57 64 68 63 103 58 86 54 57 228 55 68 59 55 53 52 101 58 1457 53 52 76
internal_value=0 0.000565001 0.00135082 0.000720084 0.000578821 0.00072155 0.000918763 0.000620342 0.000207321 0.00129897 0.00155137 0.00134151 0.00139747 0.0028362 0.000378866 0.00131109 0.00123306 0.00129868 0.00199594 0.00179821 0.00153818
internal_weight=0 838 2139 770 706 648 545 407 282 2076 125 2019 1908 108 111 1800 1616 1515 184 138 131
internal_count=2977 838 2139 770 706 648 545 407 282 2076 125 2019 1908 108 111 1800 1616 1515 184 138 131
is_linear=0
shrinkage=0.00880303


Tree=1788
num_leaves=26
num_cat=0
split_feature=1 3 2 52 14 3 12 2 9 15 12 4 3 2 48 43 4 1 2 1 4 3 133 16 12
split_gain=159.817 35.5156 23.1036 18.2103 13.7389 11.7576 11.3929 10.7102 21.5951 7.92639 7.23041 6.61433 10.2757 6.01945 5.43178 5.21018 3.84167 3.71466 3.40168 2.96225 2.29716 2.17379 1.58838 0.842866 0.465258
threshold=0.10471000000000001 0.28833000000000003 0.098655000000000007 -0.40011499999999994 0.073890000000000011 0.093925000000000022 0.086675000000000016 0.10523 -1.0000000180025095e-35 -0.035654999999999992 0.11619500000000001 -0.17568999999999999 -0.12077499999999998 0.14253500000000002 0.082425000000000012 -0.078169999999999976 0.50541500000000006 0.11883500000000001 0.090215000000000004 0.095920000000000019 0.032770000000000001 -0.074679999999999983 0.070495000000000016 -0.105305 0.095330000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 11 14 8 -5 15 20 -1 -13 -3 -4 -9 -17 -10 19 -14 21 24 -20 -22 -8
right_child=1 13 6 7 -6 -7 10 9 17 -11 -12 12 18 -15 -16 16 -18 -19 22 -21 23 -23 -24 -25 -26
leaf_value=0.0041693993393555964 0.0031910648468657125 0.00088088491261051978 0.002399393709753912 0.00091318710063369862 0.004337772196051388 0.0020821436214855486 0.0037032047708434358 0.0010956598068078329 0.0032342346775130924 0.00048341959635329949 0.0021533136116155807 0.0021494419585293316 0.0033905660448779523 -0.0003183214032984099 0.0013308280785308613 0.0023579336959881642 0.0014465178901042809 0.0023603867285330754 0.0028451270743785994 0.0029029401522881059 0.0030348990092668466 0.0029025811907849078 0.0032168159829291322 0.0025552433214678398 0.0033409267494967925
leaf_weight=57 73 68 95 61 84 60 54 78 71 52 72 58 1140 52 52 75 58 67 150 96 52 64 182 54 52
leaf_count=57 73 68 95 61 84 60 54 78 71 52 72 58 1140 52 52 75 58 67 150 96 52 64 182 54 52
internal_value=0 0.00166613 0.00315058 0.00195882 0.00328844 0.00323785 0.00264171 0.00176405 0.00222883 0.00141227 0.00290358 0.00327904 0.00324781 0.000360993 0.00202159 0.00164105 0.00196069 0.00281018 0.00328842 0.00335272 0.00309919 0.00329131 0.00304897 0.00279081 0.00352575
internal_weight=0 655 2322 535 1827 1743 495 462 199 263 348 1683 1626 120 147 211 133 138 1568 1236 276 170 332 106 106
internal_count=2977 655 2322 535 1827 1743 495 462 199 263 348 1683 1626 120 147 211 133 138 1568 1236 276 170 332 106 106
is_linear=0
shrinkage=0.00265391


Tree=1789
num_leaves=25
num_cat=0
split_feature=1 52 1 52 11 4 124 1 4 52 52 4 50 1 484 133 52 52 50 4 133 133 133 1
split_gain=169.444 42.029 20.5826 15.4662 8.75093 8.30874 6.68219 4.47567 4.46603 4.17645 4.17345 4.27927 3.66776 3.20897 3.20671 6.70095 1.88446 1.70975 1.53781 2.3367 1.32826 1.12387 0.996446 0.343898
threshold=0.10123500000000001 -0.41694999999999993 0.12381000000000002 0.13072500000000004 1.0000000180025095e-35 0.27998000000000006 -0.082254999999999981 0.14684500000000003 0.0072100000000000003 -0.0083399999999999985 -0.012769999999999998 0.31392000000000003 0.11863000000000001 0.11189500000000001 0.085225000000000009 0.083000000000000018 -0.040589999999999994 0.037045000000000002 0.083800000000000013 -0.111135 0.031880000000000012 0.085570000000000021 0.089180000000000023 0.13612500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 10 6 16 -1 23 12 -6 13 -12 14 -3 18 -16 -4 20 19 -8 -10 -20 -19 -7
right_child=1 2 5 -5 9 7 8 -9 17 -11 11 -13 -14 -15 15 -17 -18 22 21 -21 -22 -23 -24 -25
leaf_value=0.0024423001833808523 0.0035963932742889559 0.0012051378755922671 0.0013535028500713888 0.0034380998120669571 0.0046920550252063081 0.0012097664674258287 0.0030787987667070331 9.0354681450834085e-05 0.0027601209871994268 0.0036931637496936537 0.0026456173702179577 0.0017730308162941875 0.0029538375571773394 0.0019854339874922945 0.0026634849427827016 0.0036745134640064365 0.0020745976667501187 0.0035727938351816316 0.0038592215978123473 0.0035434669266186996 0.0032115957424769179 0.0035323064177968538 0.0030826027093413008 0.00090468790910918436
leaf_weight=52 99 84 53 55 56 54 87 52 103 69 78 88 92 72 94 99 54 78 187 1033 92 137 52 57
leaf_count=52 99 84 53 55 56 54 87 52 103 69 78 88 92 72 94 99 54 78 187 1033 92 137 52 57
internal_value=0 0.00195356 0.00170213 0.00211082 0.00344395 0.00113138 0.00340257 0.000746324 0.00342686 0.0041409 0.00188402 0.00218322 0.00348174 0.00156546 0.00351139 0.00318225 0.00171769 0.00313483 0.00355536 0.0035074 0.00297327 0.00372108 0.00337694 0.00105336
internal_weight=0 746 647 377 2231 270 2106 163 2054 125 322 166 1729 156 1637 193 107 325 1444 1120 195 324 130 111
internal_count=2977 746 647 377 2231 270 2106 163 2054 125 322 166 1729 156 1637 193 107 325 1444 1120 195 324 130 111
is_linear=0
shrinkage=0.00270699


Tree=1790
num_leaves=18
num_cat=0
split_feature=1 33 4 457 43 156 1 1 13 52 3 1 3 51 13 474 43
split_gain=6.59145 4.5612 4.12712 4.2644 2.21323 2.29821 2.36314 3.98665 2.05096 1.96359 1.8048 2.06255 3.82298 1.74792 2.05758 1.54684 1.08825
threshold=0.14860500000000001 0.082505000000000009 0.0054350000000000015 0.093880000000000019 0.082870000000000013 0.089540000000000022 0.11392000000000001 0.094260000000000024 -0.16140499999999997 0.008405000000000001 0.09722500000000002 0.10455000000000002 -0.029394999999999998 0.10387500000000001 -0.032149999999999991 0.10123000000000001 0.25734000000000007
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 -4 -1 -8 11 13 -13 15 -15 -10 -6
right_child=-2 -3 3 -5 16 -7 9 -9 10 -11 -12 12 -14 14 -16 -17 -18
leaf_value=-2.5387774186653488e-05 -0.0014971303643342357 0.0040996908767020543 0.00019026517536038012 -0.0018253351926363418 0.0029568002227168657 0.0022608436184413496 0.00028197056704139099 0.002438195018397741 0.0016672255728493546 -0.0018288301922564306 0.0031575963189239995 0.0016707049941864721 -0.0014077401046386014 0.0016282030193185046 -0.00071411702297699499 0.0032626563894813773 0.0011575751394201572
leaf_weight=70 71 53 208 53 61 70 114 103 1597 58 63 92 57 75 58 55 57
leaf_count=70 71 53 208 53 61 70 114 103 1597 58 63 92 57 75 58 55 57
internal_value=0 0.00138391 0.0013323 0.000725061 0.000926656 0.000678554 0.00044903 0.000935077 0.00154495 -0.000429231 0.00160005 0.00154926 0.000492375 0.00163742 0.00060599 0.0017204 0.00208853
internal_weight=0 2844 2791 724 671 553 483 311 2067 172 1997 1934 149 1785 133 1652 118
internal_count=2915 2844 2791 724 671 553 483 311 2067 172 1997 1934 149 1785 133 1652 118
is_linear=0
shrinkage=0.00934185


Tree=1791
num_leaves=26
num_cat=0
split_feature=4 3 16 52 16 3 51 16 3 4 0 160 0 3 0 16 3 3 51 15 12 1209 157 4 1456
split_gain=3.82091 3.93287 9.55304 5.18124 4.42394 1.68628 1.94021 1.91392 2.50806 3.12649 1.83493 1.71537 1.47359 1.45463 1.37706 1.26445 1.1753 1.11895 1.19779 1.2995 2.10884 1.10925 1.17427 0.992141 0.891634
threshold=0.00023500000000000005 0.018975000000000002 -0.019749999999999993 0.056265000000000009 -0.53870999999999991 0.12745000000000004 -0.17370999999999998 -1.0000000180025095e-35 -0.049739999999999993 -0.47860499999999995 -0.085524999999999976 -0.080799999999999983 -0.13165999999999997 0.13772500000000001 -0.071749999999999994 -0.077679999999999985 -0.07249499999999999 -0.10115999999999999 1.0000000180025095e-35 -0.41343999999999997 0.084930000000000019 -0.077564999999999981 -0.087299999999999989 -0.036839999999999991 0.086095000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 13 -2 6 -1 14 10 -10 -9 -12 -6 -3 21 -16 -17 -14 19 -19 -21 -8 -23 -13 -24
right_child=1 2 -4 -5 12 -7 7 8 9 -11 11 23 17 -15 15 16 -18 18 -20 20 -22 22 24 -25 -26
leaf_value=0.0026446808037145723 0.0036419968977654004 0.00041621341795719877 -0.0040634893703887041 0.0028888775476200047 0.0022250648554064888 0.0027604718753866694 -5.3585760154419671e-06 0.0024496815306414015 0.0011728866803511712 -0.0019357886161877843 -0.0007301080562057185 0.0014519406151422981 -0.00060327888881280824 -0.0016609430938024044 0.0034290242074704294 0.0025668240765137126 0.00061645821857457149 -0.00033451595900975379 -0.00036833696402924351 0.0023979810222302268 0.00074159437910788087 0.0001534340017844148 0.001381716983845467 0.00014325270409139341 0.002641938511833268
leaf_weight=92 52 66 52 59 56 74 56 74 55 63 56 197 62 57 54 60 53 62 74 93 281 68 973 72 54
leaf_count=92 52 66 52 59 56 74 56 74 55 63 56 197 62 57 54 60 53 62 74 93 281 68 973 72 54
internal_value=0 0.000603858 -0.000461366 0.000567253 0.00097057 0.0013477 0.00129339 0.00122559 0.000733835 -0.000485968 0.00109483 0.000786032 0.000749207 -0.000545544 0.00141841 0.00222786 0.00165295 0.00060454 0.000751572 0.000941881 0.00115375 0.00130088 0.00136777 0.00110204 0.00144808
internal_weight=0 914 234 182 680 2001 1927 1835 517 118 399 325 628 123 1318 167 113 572 510 436 374 1151 1095 269 1027
internal_count=2915 914 234 182 680 2001 1927 1835 517 118 399 325 628 123 1318 167 113 572 510 436 374 1151 1095 269 1027
is_linear=0
shrinkage=0.00952868


Tree=1792
num_leaves=29
num_cat=0
split_feature=1 1 3 2 4 52 10 14 0 0 39 1 0 48 16 16 4 3 3 1 3 2 42 4 16 1446 3 0
split_gain=132.518 30.3323 19.2576 19.1546 12.0176 8.09381 7.81098 7.17588 12.0244 6.80551 6.06463 5.51895 5.27348 4.95982 4.64559 6.82211 4.39668 4.23932 3.74999 2.3163 2.02185 1.68197 1.35702 1.31173 1.80234 1.38548 1.52471 1.02217
threshold=0.10398500000000001 0.14860500000000001 -0.049204999999999992 0.11426500000000002 0.043640000000000005 1.0000000180025095e-35 -1.0000000180025095e-35 0.073890000000000011 -0.13165999999999997 -0.076734999999999984 0.095830000000000012 1.0000000180025095e-35 -0.093874999999999986 0.09117500000000002 0.08215500000000002 -0.0096749999999999978 0.080255000000000007 -0.14719499999999996 -0.086284999999999987 0.11507500000000002 -0.077344999999999983 0.10457000000000001 0.09087000000000002 -0.0065849999999999997 -0.0021749999999999994 0.088585000000000011 -0.075914999999999996 -0.087104999999999988
decision_type=2 2 2 2 2 2 2 2 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 7 11 -4 8 -1 23 12 20 16 14 15 -11 -8 -2 -16 -18 -6 -7 -19 25 27 26 -10 -25
right_child=1 -3 6 -5 5 21 10 -9 9 13 -12 -13 -14 -15 18 -17 19 22 -20 -21 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=0.0019994269070123727 0.0034173291832634242 -0.00018389022542396812 0.0005545782336593961 0.00098765903967843057 0.0027037555169498449 0.0031696788731031891 0.00087245459065471713 0.003691636152776569 0.0030215439093535627 0.0028126417380553814 0.00069146267936296313 0.0012869519061195051 0.0023045683024276024 0.0019274062756382754 0.0036024357455804561 0.0018444328654657065 0.002180868909846998 0.0028103600966764095 0.0028022683880208187 0.0013780008567446241 0.0019558868875670012 0.002514322959977004 0.0022108887512142551 0.003222371845341031 0.0036070758105654598 0.0034102424996979943 0.0026184419696763132 0.0027720393280264545
leaf_weight=103 53 71 79 59 52 66 64 88 859 208 54 59 73 56 72 72 52 52 108 54 55 52 61 132 70 62 76 53
leaf_count=103 53 71 79 59 52 66 64 88 859 208 54 59 73 56 72 72 52 52 108 54 55 52 61 132 70 62 76 53
internal_value=0 0.001489 0.00168668 0.00231324 0.00285949 0.00233859 0.00131166 0.00293499 0.00289939 0.0029518 0.00151294 0.00195275 0.00169537 0.00268973 0.00278247 0.00256378 0.0014336 0.00278421 0.0031225 0.00177213 0.00231961 0.00288112 0.00248701 0.00305979 0.00323461 0.00301505 0.00298881 0.00309351
internal_weight=0 672 601 225 2243 284 376 1959 1871 1768 297 166 243 516 460 280 170 166 180 106 107 118 113 1252 255 997 935 185
internal_count=2915 672 601 225 2243 284 376 1959 1871 1768 297 166 243 516 460 280 170 166 180 106 107 118 113 1252 255 997 935 185
is_linear=0
shrinkage=0.00270699


Tree=1793
num_leaves=15
num_cat=0
split_feature=3 3 48 3 0 15 0 15 151 12 1429 12 3 0
split_gain=3.32191 2.96512 3.27514 2.40662 2.64503 2.82348 2.61137 2.20515 2.36004 1.62578 1.32707 1.09392 0.864084 0.716668
threshold=0.28833000000000003 0.12745000000000004 0.12737000000000001 -0.14088999999999999 -0.105195 -0.036279999999999993 -0.029849999999999998 -0.40166999999999992 0.053170000000000002 -0.053404999999999987 0.056450000000000007 0.091680000000000011 -0.004069999999999999 -0.11167499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -5 10 -8 -9 -7 -11 -2
right_child=13 -3 -4 6 5 11 9 8 -10 12 -12 -13 -14 -15
leaf_value=0.0033175444023256753 0.00022679392347526716 0.0030136019199272696 -0.001163041800929506 -0.00037751930073250106 -0.00047635377100344343 0.0029044809023072312 0.0012045587466014314 0.0012867604622787559 -0.00030791081743650764 -0.001640537079016479 0.0004567059153516305 0.0011339110577127365 3.6730641711043152e-05 -0.0011987281386072613
leaf_weight=84 63 69 57 86 54 66 52 1882 93 54 185 57 53 60
leaf_count=84 63 69 57 86 54 66 52 1882 93 54 185 57 53 60
internal_value=0 0.00110035 0.00105184 0.00109923 0.00195164 0.00130286 0.00100668 0.00108859 0.00114701 -0.000149722 0.00121252 0.00208478 -0.000808809 -0.000467772
internal_weight=0 2792 2723 2666 261 177 2405 2246 2160 159 2067 123 107 123
internal_count=2915 2792 2723 2666 261 177 2405 2246 2160 159 2067 123 107 123
is_linear=0
shrinkage=0.00934185


Tree=1794
num_leaves=18
num_cat=0
split_feature=39 14 147 14 0 0 42 39 401 49 11 10 0 123 42 42 0
split_gain=86.2804 54.9291 32.744 17.4415 38.6005 15.6648 12.1895 12.1798 8.73675 7.5646 6.59579 5.69824 4.19749 3.56864 1.80242 1.34292 1.04113
threshold=0.0047850000000000011 -0.31893999999999995 0.090795000000000015 0.073890000000000011 -0.13409999999999997 -0.076004999999999975 -1.0000000180025095e-35 0.10096000000000001 0.080710000000000018 0.036605000000000006 0.077415000000000012 -1.0000000180025095e-35 -0.096849999999999978 0.085810000000000011 0.090045000000000014 0.087745000000000004 -0.15445999999999996
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 9 12 -2 11 10 16 -7 -8 15 -13 -14 -6 -3
right_child=6 2 -4 -5 5 8 7 -9 -10 -11 -12 13 14 -15 -16 -17 -18
leaf_value=0.00097445885453867733 0.0031265054289922587 0.0023711300013069675 0.0018783942124477953 0.0045878625263737474 0.0035400016296315479 0.0032883289570004364 0.0016310906931115974 0.0011538242115805694 0.0023642858554167013 0.0032067043508710738 0.0040305088954666942 0.0029870206977050283 0.003851049559376072 0.002177423498296797 0.0036134268994948613 0.0030748251650398184 0.001941394111857956
leaf_weight=53 61 99 73 93 143 561 60 87 55 68 83 60 998 73 243 52 53
leaf_count=53 61 99 73 93 143 561 60 87 55 68 83 60 998 73 243 52 53
internal_value=0 0.00344533 0.00349727 0.00354553 0.00350436 0.00360515 0.00213268 0.00191607 0.00330382 0.00252611 0.00338402 0.00225954 0.00375181 0.00254285 0.00380454 0.00341609 0.00222146
internal_weight=0 2574 2521 2448 2355 2135 341 280 699 220 644 193 1436 133 1241 195 152
internal_count=2915 2574 2521 2448 2355 2135 341 280 699 220 644 193 1436 133 1241 195 152
is_linear=0
shrinkage=0.0024518


Tree=1795
num_leaves=28
num_cat=0
split_feature=4 12 3 43 12 43 0 12 43 4 3 3 0 12 4 0 51 15 133 0 12 0 43 43 4 3 12
split_gain=257.706 76.6099 33.7333 34.9929 21.4839 12.1896 11.4984 9.65408 8.69728 8.18626 15.7744 6.7359 11.2514 5.90714 4.86159 4.84163 3.68047 2.57343 2.57289 2.13216 1.78127 1.58498 1.56801 1.37899 0.837689 0.716667 0.60123
threshold=0.31392000000000003 0.056995000000000011 0.28833000000000003 -0.031974999999999996 0.13642500000000005 -0.116045 -0.14680499999999999 0.09253500000000002 -0.049999999999999996 -0.029404999999999997 0.093925000000000022 0.143375 -0.10147999999999999 -0.087384999999999977 -0.068329999999999988 -0.10998999999999999 -0.022999999999999996 -0.46483499999999994 -1.0000000180025095e-35 -0.05461499999999999 0.090335000000000013 -0.075434999999999988 0.0048000000000000013 -0.052849999999999994 -0.081579999999999986 -0.06656999999999999 0.099035000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 -3 15 17 16 18 12 -10 -7 21 -8 -5 -2 -11 20 -17 24 23 -16 -9 -24 -23
right_child=8 4 -4 9 -6 13 7 14 11 10 -12 -13 -14 -15 22 19 -18 -19 -20 -21 -22 26 25 -25 -26 -27 -28
leaf_value=0.0029855237301049551 0.00088956700737517021 0.004719262924032231 0.00094689184981633628 0.0042227691370934402 0.0022004270360447449 0.002024389389514204 0.0031332997768820036 0.0040961693249625735 0.0024411436608220492 0.0031346378149969597 0.0019653582254929541 0.00072098153647121661 0.0010129537025172696 0.00096823911021445852 0.003259896359260865 0.0038324968916022407 0.0033523288810181789 0.00016380731859648082 0.0038620403675573923 0.0043022622757630125 0.0035610083936938883 0.0034170196285600246 0.003329448969621983 0.0028823305663151929 0.0036798811687178486 0.00371862825254532 0.0037355653670346797
leaf_weight=53 62 62 65 68 61 78 67 59 64 55 58 62 69 54 238 958 52 56 64 52 175 122 69 79 62 52 54
leaf_count=53 62 62 65 68 61 78 67 59 64 55 58 62 69 54 238 958 52 56 64 52 175 122 69 79 62 52 54
internal_value=0 0.00342335 0.00260551 0.00282913 0.00363536 0.00199174 0.00367806 0.00364556 0.00107111 0.00335064 0.0030148 0.00138913 0.0017004 0.00159253 0.00342213 0.00377671 0.0038458 0.000545361 0.00352607 0.00381306 0.00379059 0.00366499 0.00325739 0.00316589 0.00388308 0.00349692 0.0035149
internal_weight=0 2657 547 482 2110 185 2049 1987 313 297 177 195 133 132 735 1252 120 118 119 1185 1133 297 438 317 121 121 176
internal_count=2970 2657 547 482 2110 185 2049 1987 313 297 177 195 133 132 735 1252 120 118 119 1185 1133 297 438 317 121 121 176
is_linear=0
shrinkage=0.0024518


Tree=1796
num_leaves=22
num_cat=0
split_feature=1 2 124 1 10 2 2 457 40 4 4 3 15 4 3 2 51 3 4 1 15
split_gain=140.274 38.3462 17.3197 15.696 14.4014 11.843 11.889 10.7045 12.4482 5.02813 4.25139 4.15941 4.0214 2.59348 3.20395 2.46215 3.06817 2.425 2.02947 1.8796 0.537014
threshold=0.11690500000000002 0.095850000000000005 -0.082389999999999977 0.10818500000000002 -0.0078549999999999991 0.12026500000000001 -0.0050599999999999994 0.056920000000000005 -0.037459999999999993 -0.49269499999999994 0.046185000000000004 0.28833000000000003 -0.10114499999999998 -0.46195999999999998 -0.15288999999999997 0.12750000000000003 0.0033150000000000007 0.086845000000000019 -0.096364999999999992 0.13205500000000003 -0.056634999999999991
decision_type=2 2 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 -2 6 -6 8 -3 -10 13 19 -12 -4 -15 16 -11 18 -16 -7 -14
right_child=4 3 10 -5 5 11 -8 -9 9 15 12 -13 20 14 17 -17 -18 -19 -20 -21 -22
leaf_value=0.0017437159876431681 0.00041546765925260491 0.0016018285367275641 0.0036107065214253794 0.001484579295075773 0.0011724009690866437 0.0010606603145574317 0.0025403159600705764 0.0015586784937414143 0.0032942307676062034 0.0025994534732954842 0.0032016609568246966 0.00057528406026198747 0.0025838850724366367 0.0036337378640071642 0.0026327054985718175 0.0021570121356698146 0.003145714742576711 0.0025811509038738837 0.0030896006994129786 0.0016787913188151375 0.0022383817329986047
leaf_weight=58 79 62 52 95 57 55 93 60 73 347 55 55 52 55 57 55 69 59 1375 55 52
leaf_count=58 79 62 52 95 57 55 93 60 73 347 55 55 52 55 57 55 69 59 1375 55 52
internal_value=0 0.00282553 0.00301176 0.00238134 0.00131557 0.00154123 0.00202068 0.00250922 0.00260329 0.00271738 0.00305361 0.00110522 0.0026849 0.00309028 0.00307276 0.00262792 0.00269012 0.00305205 0.00307143 0.00136995 0.00241138
internal_weight=0 2576 1815 761 394 315 150 666 606 544 1757 165 159 1598 1546 471 416 1491 1432 110 104
internal_count=2970 2576 1815 761 394 315 150 666 606 544 1757 165 159 1598 1546 471 416 1491 1432 110 104
is_linear=0
shrinkage=0.00235659


Tree=1797
num_leaves=25
num_cat=0
split_feature=2 39 2 52 3 2 52 2 2 123 15 3 3 49 15 43 3 42 2 2 16 2 15 16
split_gain=187.391 81.3505 38.6401 26.6115 25.1605 23.1429 14.883 9.92126 8.96833 7.45176 6.74135 6.48379 5.24709 3.82176 3.41034 7.8059 4.01379 3.83265 5.40947 3.33603 3.00074 2.01035 1.80251 1.66011
threshold=0.11366500000000002 0.0047850000000000011 0.16730000000000003 -0.41694999999999993 0.11391500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.095850000000000005 0.096325000000000008 0.086020000000000013 -0.072289999999999979 -0.13117499999999996 -0.087794999999999998 1.0000000180025095e-35 0.037885000000000009 -0.12118 -0.12077499999999998 0.073240000000000013 0.090020000000000017 0.10859000000000001 0.25619500000000001 0.097505000000000022 0.11447500000000001 -0.0092499999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 7 -3 9 14 -7 13 -8 -9 -13 -5 15 -1 -16 18 -17 21 -19 -14 23 -18
right_child=2 5 -4 6 -6 8 10 11 -10 -11 -12 12 19 -15 16 17 22 20 -20 -21 -22 -23 -24 -25
leaf_value=0.0026633233455028073 0.0036766204713984925 0.00094615897122453353 -2.2548627914068595e-05 0.0012650117782162082 0.0020309560061095096 0.003412108372913242 0.0017967052594206239 0.0039324022031724396 0.001926654136199929 0.0004205082266193524 0.0029549626505252394 0.0023365020438879504 0.0029497987898512552 0.0021449655555107051 0.0045051724774282185 0.0036511672871715958 0.0038096475758966236 0.0039142351691928388 0.0027986047493633115 0.0026610754405468075 0.003363738247010071 0.0035531736301523918 0.0034121409316033862 0.0042563388044064739
leaf_weight=56 57 98 80 102 69 60 70 86 55 54 72 52 52 53 63 213 731 437 70 53 84 163 75 65
leaf_count=56 57 98 80 102 69 60 70 86 55 54 72 52 52 53 63 213 731 437 70 53 84 163 75 65
internal_value=0 0.00346269 0.00166358 0.00199426 0.00360991 0.00189424 0.00172097 0.00365942 0.00270192 0.00127023 0.00238419 0.00328422 0.00310993 0.00156608 0.00374431 0.00362318 0.00385582 0.00369 0.00344039 0.00325989 0.00382553 0.00340737 0.00380882 0.00384616
internal_weight=0 2482 488 408 2269 213 351 2200 115 209 142 406 320 155 1794 860 934 804 283 268 521 215 871 796
internal_count=2970 2482 488 408 2269 213 351 2200 115 209 142 406 320 155 1794 860 934 804 283 268 521 215 871 796
is_linear=0
shrinkage=0.00265391


Tree=1798
num_leaves=22
num_cat=0
split_feature=2 13 30 11 52 16 16 3 2 0 16 2 158 480 13 3 2 2 2 2 157
split_gain=3.90536 4.29123 3.78228 3.37136 2.82574 3.4595 5.19631 2.39344 2.58983 2.36487 1.98084 1.8235 1.57919 2.04576 1.72928 1.91797 1.39009 1.387 1.22542 1.19976 1.04187
threshold=0.095850000000000005 0.23904000000000003 0.086535000000000015 0.079700000000000007 -0.23047999999999999 -0.0088649999999999996 0.022165000000000004 0.085090000000000013 0.11426500000000002 -0.067434999999999981 -0.076029999999999986 0.13913500000000004 0.11714000000000001 -0.060589999999999998 -0.10939499999999998 -0.10859999999999999 0.098970000000000016 0.11487000000000001 0.10433000000000002 0.10796500000000002 -0.083339999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 17 9 -7 8 -8 11 -11 16 13 -1 -15 -16 -6 19 -18 -2 -17
right_child=1 -3 -4 -5 5 6 7 -9 -10 10 -12 -13 -14 14 15 20 18 -19 -20 -21 -22
leaf_value=-9.5944104235940735e-05 0.0026517271655423524 -0.0017619523348707011 -0.00063435457281470046 0.0041703005629069746 -0.00014441186960017922 -0.0028453249346578804 0.001786625088922731 0.002631498121423922 -0.0012866976912238085 0.0039571136485541322 0.0013365711898357447 -0.00058974879508450916 0.0036421193390911715 0.00034799902798271953 0.0035448046256093945 0.0028345017804496894 0.0029295793148867446 0.0037641172204343695 0.0013012168614793449 0.00069524341718545123 0.0018783486063236458
leaf_weight=54 87 52 59 81 52 55 53 57 71 70 59 59 61 69 90 139 70 61 192 58 1421
leaf_count=54 87 52 59 81 52 55 53 57 71 70 59 59 61 69 90 139 70 61 192 58 1421
internal_value=0 0.00117936 0.00198777 0.00206862 0.0013415 0.00103714 -1.29219e-05 0.000847133 2.59942e-05 0.00153101 0.00275944 0.00110586 0.00197574 0.00191834 0.00198168 0.00204993 0.00142482 0.00243136 0.0017367 0.00186991 0.00196362
internal_weight=0 996 1974 1915 944 738 236 181 124 502 129 373 1834 1773 1719 1650 314 206 262 145 1560
internal_count=2970 996 1974 1915 944 738 236 181 124 502 129 373 1834 1773 1719 1650 314 206 262 145 1560
is_linear=0
shrinkage=0.0105204


Tree=1799
num_leaves=25
num_cat=0
split_feature=1 2 1 47 124 14 52 1 10 48 12 3 43 48 3 15 43 2 12 12 3 133 15 3
split_gain=123.322 26.3147 15.8558 13.023 12.2065 8.94518 7.81531 11.4758 6.46496 6.13892 4.63192 3.9274 3.69243 3.4361 3.38422 2.37677 2.26745 2.3158 1.85316 1.68975 1.49047 1.30348 1.2468 0.746151
threshold=0.11690500000000002 0.095850000000000005 0.10932500000000002 0.085585000000000008 -0.083859999999999976 0.076450000000000004 -0.53473999999999988 0.088470000000000007 -0.014199999999999999 0.091045000000000015 1.0000000180025095e-35 -0.096099999999999977 -0.081584999999999977 0.085040000000000018 -0.13117499999999996 -0.43091499999999999 -0.00045499999999999995 0.090020000000000017 0.09253500000000002 0.089995000000000006 -0.081459999999999991 -0.07192999999999998 -0.048464999999999994 -0.081224999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 8 -1 14 -3 11 -2 -5 15 -8 20 -9 -6 -10 18 21 23 -14 -13 -18 -20 -16
right_child=3 2 -4 9 5 -7 7 13 10 -11 -12 12 19 -15 16 -17 17 -19 22 -21 -22 -23 -24 -25
leaf_value=0.0022152042130381068 0.0006312242385202243 0.0036831023411958374 0.0017813889493018904 0.003003353599961271 0.0028432114928438287 0.0043063813791294533 0.0023939843271259206 0.001855955950698734 0.001681945629325995 0.0018052436895589334 0.0022373305429528273 0.0032447550843030461 0.0033756470938086391 0.0026649661633002899 0.0035734528435324899 0.0010768620670382999 0.0035250882106730003 0.0028945420743965279 0.0029669284035703379 0.0028918500788466229 0.0038472630674644941 0.0032073318976807651 0.0033913136923945128 0.0034081075033896603
leaf_weight=55 56 86 83 59 69 74 52 77 88 53 56 55 60 62 706 82 164 89 64 232 54 180 164 250
leaf_count=55 56 86 83 59 69 74 52 77 88 53 56 55 60 62 706 82 164 89 64 232 54 180 164 250
internal_value=0 0.00323294 0.00283457 0.00170042 0.00339996 0.00343697 0.00296346 0.00285887 0.00140792 0.00243663 0.00160026 0.00305576 0.00314151 0.00221701 0.00339879 0.00139024 0.00342248 0.00326352 0.0034806 0.00299135 0.0035435 0.0033589 0.00327231 0.00353024
internal_weight=0 2576 761 394 1815 1760 678 592 282 112 226 453 401 139 1686 170 1617 433 1184 292 109 344 228 956
internal_count=2970 2576 761 394 1815 1760 678 592 282 112 226 453 401 139 1686 170 1617 433 1184 292 109 344 228 956
is_linear=0
shrinkage=0.00255085


Tree=1800
num_leaves=13
num_cat=0
split_feature=3 149 447 151 4 11 11 1 394 1456 52 3
split_gain=3.83093 4.4868 3.93773 1.71737 1.47752 3.23995 3.16026 2.55631 2.30543 2.22578 1.70273 0.83485
threshold=0.31351000000000001 0.079475000000000004 0.089395000000000016 0.08357500000000001 -0.35269999999999996 0.085630000000000026 0.08765000000000002 0.080320000000000016 -0.076989999999999989 -0.07730999999999999 -0.062309999999999997 0.41720500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 10 7 9 -9 -6 -1 -2
right_child=11 -3 -4 -5 6 -7 -8 8 -10 -11 -12 -13
leaf_value=0.0022544955978655253 -0.0011098918936390475 0.0040965963379213238 -0.00080133248651222881 0.00020752011897515513 0.00058581246835634362 0.00051531393669101489 0.0036845060852515143 -0.00088850807719811702 0.0012593768358448393 0.0019336632373476818 0.0044624522873069217 0.0006091554092988162
leaf_weight=71 55 71 67 81 133 57 70 52 868 1296 67 56
leaf_count=71 55 71 67 81 133 57 70 52 868 1296 67 56
internal_value=0 0.00163496 0.00157164 0.00163067 0.00167473 0.00250584 0.00160769 0.00154576 0.00113786 0.00180829 0.00332724 -0.000241671
internal_weight=0 2833 2762 2695 2614 195 2419 2349 920 1429 138 111
internal_count=2944 2833 2762 2695 2614 195 2419 2349 920 1429 138 111
is_linear=0
shrinkage=0.00991364


Tree=1801
num_leaves=28
num_cat=0
split_feature=1 2 12 0 1 2 0 12 1 2 11 16 0 2 0 16 50 43 0 2 1 16 133 12 0 2 13
split_gain=127.525 32.2043 33.085 9.94752 7.37084 6.88439 6.15664 4.90761 4.8109 12.9699 7.34036 4.91591 3.99314 2.97841 2.93864 2.86295 3.40041 2.2771 2.01195 1.98841 3.24696 1.86758 1.7826 1.5225 1.42886 0.710464 0.618186
threshold=0.10123500000000001 0.12026500000000001 0.085465000000000013 0.064400000000000013 0.14195000000000002 -1.0000000180025095e-35 -0.075914999999999996 0.10700500000000002 0.085720000000000005 0.086075000000000013 1.0000000180025095e-35 0.27717500000000006 -0.021574999999999997 0.096780000000000019 -0.14534499999999997 -0.013125 0.08461500000000001 -1.0000000180025095e-35 -0.06952499999999999 0.10233000000000002 0.11561500000000001 -0.083614999999999981 0.118995 0.089505000000000015 -0.065229999999999996 0.10457000000000001 -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 2 2 2 2
left_child=3 2 5 8 6 12 -3 19 10 15 11 14 -2 -11 -1 16 -10 -7 22 20 -4 -18 -16 -17 -13 -20 -23
right_child=1 4 7 -5 -6 17 -8 -9 9 13 -12 24 -14 -15 18 23 21 -19 25 -21 -22 26 -24 -25 -26 -27 -28
leaf_value=0.0038097714073178942 0.00066289062460223502 0.0008746811805184977 0.0038952211319115077 0.0022404446430344086 0.00038224471774769386 0.0015459670784578265 0.0018384870113258701 0.0023446865349947277 0.0025645867122903749 0.00187824382666074 0.004019824594814197 0.0024169895733914494 0.0016529897538935271 0.0026345123935456517 0.0032593987096520244 0.0037880030366334444 0.0035838261169767634 0.0022051180053765033 0.0026636627331575744 0.0028239508651245254 0.0029761374845220009 0.0032533972257373328 0.0029539710569028766 0.0031905822477307053 0.0029893866392874261 0.0030563770671106424 0.0028847724872519734
leaf_weight=54 59 87 52 88 71 55 93 60 80 73 72 69 52 69 1052 62 61 102 59 57 53 53 150 56 53 71 81
leaf_count=54 59 87 52 88 71 55 93 60 80 73 72 69 52 69 1052 62 61 102 59 57 53 53 150 56 53 71 81
internal_value=0 0.0018508 0.00223907 0.00309869 0.00109272 0.00162351 0.0013728 0.00298206 0.00313438 0.00292055 0.00320677 0.00316794 0.00112697 0.00224592 0.00321211 0.00316424 0.00301804 0.00197438 0.00318786 0.00321795 0.00343157 0.00320393 0.00322131 0.00350472 0.00266588 0.00287836 0.00303078
internal_weight=0 741 490 2203 251 268 180 222 2115 535 1580 1508 111 142 1386 393 275 157 1332 162 105 195 1202 118 122 130 134
internal_count=2944 741 490 2203 251 268 180 222 2115 535 1580 1508 111 142 1386 393 275 157 1332 162 105 195 1202 118 122 130 134
is_linear=0
shrinkage=0.00260187


Tree=1802
num_leaves=19
num_cat=0
split_feature=2 3 4 4 15 41 4 16 3 123 51 51 3 124 155 3 16 155
split_gain=5.00603 2.5782 2.34777 2.34728 6.13028 2.31884 2.24735 3.14111 2.08425 1.46252 1.33728 2.54792 2.27772 2.05633 1.31888 0.87743 2.18835 0.315667
threshold=0.11366500000000002 0.31966500000000003 0.41248000000000007 -0.048309999999999992 -0.035654999999999992 0.081500000000000017 -0.22295999999999996 0.25032500000000008 0.095880000000000007 0.086020000000000013 -0.091149999999999981 -0.13795499999999997 0.0066850000000000008 -0.048219999999999992 0.08024000000000002 0.12478500000000002 -0.018754999999999997 0.11790000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 9 6 7 -1 10 15 11 14 13 -12 -8 16 -5 -9
right_child=1 -3 -4 4 -6 -7 8 17 -10 -11 12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0034136156406456885 0.0018682952793172513 -0.0012822869206036832 0.0026469387768982612 0.0023990181856777138 -0.0023326411662276132 -9.8655096398165176e-05 0.0006614807306251256 0.00078339162402878994 -5.298482715073127e-05 -0.00037191918443541205 9.6089807215881615e-05 -0.00064754349715647982 0.0031232058339663716 0.0014385593952345487 0.0024271376726337944 0.0001867264097211631 0.00045994469539346265 0.0017203556112061749
leaf_weight=90 91 55 102 85 52 78 73 52 78 57 86 67 55 1685 52 52 82 52
leaf_count=90 91 55 102 85 52 78 73 52 78 57 86 67 55 1685 52 52 82 52
internal_value=0 0.000439524 0.00138913 0.000665752 0.000331845 0.00133492 0.00138378 0.00225567 0.00130304 0.000834177 0.0013555 0.000682885 0.00142617 0.00137342 0.00139672 0.0011485 0.00144744 0.00125274
internal_weight=0 474 2470 419 328 2368 2290 194 2096 276 2018 192 1826 1771 125 219 167 104
internal_count=2944 474 2470 419 328 2368 2290 194 2096 276 2018 192 1826 1771 125 219 167 104
is_linear=0
shrinkage=0.0084612


Tree=1803
num_leaves=11
num_cat=0
split_feature=149 150 44 15 15 15 159 158 43 39
split_gain=2.06155 3.13905 1.98163 1.57213 3.47312 1.88378 1.5079 2.41848 1.32147 0.734852
threshold=0.079475000000000004 0.11717500000000002 1.0000000180025095e-35 -0.26361999999999991 -0.43091499999999999 -0.19153499999999998 -0.46319999999999995 -1.0000000180025095e-35 -0.46052499999999996 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 -5 -7 -8 -9 -1
right_child=-2 -3 -4 5 -6 6 7 8 -10 -11
leaf_value=0.0016351352501903491 0.00265479499029754 -0.000717149016781243 0.0029044350705690904 0.0028414065565783696 -0.0015647812820755863 0.0023757908232132129 -0.00089769871161647001 -8.894693467407357e-05 0.0011784543139769913 0.0002668587215731616
leaf_weight=89 76 81 55 58 60 83 52 74 2260 56
leaf_count=89 76 81 55 58 60 83 52 74 2260 56
internal_value=0 0.00109497 0.00114767 0.00111227 0.000324801 0.00117611 0.00113695 0.00109382 0.00113823 0.00110739
internal_weight=0 2868 2787 2732 205 2527 2469 2386 2334 145
internal_count=2944 2868 2787 2732 205 2527 2469 2386 2334 145
is_linear=0
shrinkage=0.00934185


Tree=1804
num_leaves=17
num_cat=0
split_feature=2 3 4 16 49 4 0 129 3 16 4 0 0 0 16 16
split_gain=3.272 1.95577 1.86265 1.80643 1.72578 2.51937 2.14169 1.53012 1.80764 1.36171 1.64159 1.26944 1.13904 2.18432 1.36022 0.510417
threshold=0.11366500000000002 0.31966500000000003 0.41248000000000007 -0.52541999999999989 1.0000000180025095e-35 0.074650000000000008 -0.068669999999999995 -0.04689999999999999 -0.14186499999999996 0.41068500000000002 -0.15504999999999997 -0.13619499999999998 -0.22984499999999997 -0.14755499999999996 -0.071129999999999985 0.052690000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 6 -6 11 -5 9 10 -9 -2 -10 -14 -15 -8
right_child=1 -3 -4 7 5 -7 15 8 12 -11 -12 -13 13 14 -16 -17
leaf_value=-0.00059250987996070257 -1.2283319545280343e-05 -0.0015098834305394965 0.0024593613195404377 -0.00049758472964519878 0.0002796401036423292 0.0029288705093446304 0.00035395539313617339 0.0039711710247455076 -0.00021571102728674897 0.00084371003014017997 0.0015769459756274113 -0.0020482136901355127 0.0029112843905672449 0.0013677928326778341 0.00084172272519127502 0.0015492027691287194
leaf_weight=61 64 55 102 55 88 59 95 57 63 52 56 57 66 874 1084 56
leaf_count=61 64 55 102 55 88 59 95 57 63 52 56 57 66 874 1084 56
internal_value=0 0.000247289 0.00114682 0.00109023 0.000478197 0.00134366 1.00771e-05 0.00113477 0.00117469 0.00217424 0.00278559 -0.000972233 0.00109561 0.00113648 0.0010766 0.000797927
internal_weight=0 474 2470 2368 419 147 272 2307 2252 165 113 121 2087 2024 1958 151
internal_count=2944 474 2470 2368 419 147 272 2307 2252 165 113 121 2087 2024 1958 151
is_linear=0
shrinkage=0.00991364


Tree=1805
num_leaves=19
num_cat=0
split_feature=123 13 16 10 52 48 13 16 133 13 11 42 42 159 52 0 13 0
split_gain=230.616 152.586 75.6736 39.6902 32.7391 15.8102 12.1525 11.7159 13.9565 10.8701 9.77246 12.1368 8.1851 6.92626 6.42887 4.53629 3.95559 2.68776
threshold=1.0000000180025095e-35 -0.27740999999999993 -0.39761999999999992 -0.00189 0.008405000000000001 0.12036500000000001 -0.077504999999999977 -0.052894999999999991 -0.031084999999999998 -0.087809999999999985 1.0000000180025095e-35 0.082690000000000013 0.092860000000000012 0.086700000000000013 -0.0083399999999999985 -0.068189999999999987 -0.42516499999999996 -0.10147999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 4 -4 17 6 10 14 -9 -2 11 -5 15 -6 -8 -11 -1 -3
right_child=9 2 3 5 13 -7 7 8 -10 12 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0081058430482449876 0.0088095036336354252 0.0086832788227197803 0.008523565024362724 0.0097090719930661568 0.010763892748905195 0.0093192408530415605 0.01000119424235995 0.00948703252740026 0.010422670285984065 0.0085323629300299453 0.011842591215874923 0.010869855970491093 0.0071043444332315733 0.0095452973875647523 0.010778234474192568 0.0076020558312309833 0.0072382430161928683 0.0079970124809602867
leaf_weight=66 69 80 52 54 53 52 66 106 560 64 53 762 75 52 663 55 54 55
leaf_count=66 69 80 52 54 53 52 66 106 560 64 53 762 75 52 663 55 54 55
internal_value=0 0.0103147 0.0104343 0.0105622 0.00917256 0.0106079 0.0106375 0.0105007 0.0102738 0.00800358 0.0108571 0.0107931 0.00771681 0.0101606 0.0107079 0.0081026 0.00771563 0.00840388
internal_weight=0 2728 2608 2368 240 2316 2264 1395 666 263 869 816 194 105 729 119 120 135
internal_count=2991 2728 2608 2368 240 2316 2264 1395 666 263 869 816 194 105 729 119 120 135
is_linear=0
shrinkage=0.00235659


Tree=1806
num_leaves=22
num_cat=0
split_feature=106 2 49 1429 2 0 133 159 3 2 0 13 13 457 13 0 12 13 43 12 159
split_gain=2.66872 2.30448 3.37596 1.85904 1.60578 2.22351 3.0699 1.59625 3.15373 3.49173 2.75285 4.10583 6.26352 1.70746 1.4232 1.38539 1.26657 1.03778 1.22257 0.928708 0.408852
threshold=0.085650000000000018 0.10523 0.14459000000000002 -0.086159999999999987 0.25063000000000007 -0.074904999999999985 -0.0081099999999999974 0.093100000000000002 0.088880000000000015 0.090485000000000024 -0.06976499999999998 0.076825000000000018 -0.013819999999999997 0.083280000000000007 -0.076614999999999975 -0.14920999999999998 0.084065000000000015 -0.0083299999999999989 -0.00017499999999999997 0.093455000000000024 0.11396500000000001
decision_type=2 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 17 -7 8 10 -10 13 12 -12 15 -8 -5 -9 18 -3 -16 -18
right_child=-2 2 -4 7 -6 6 14 16 9 -11 11 -13 -14 -15 19 -17 20 -19 -20 -21 -22
leaf_value=0.0034957308767560825 -0.00067915230193033201 0.0023634311682484339 -0.0014078402441826236 0.0030384606934880046 -0.00041422132206836426 0.00014053786967034029 0.0011547510793942348 0.0034958525613430357 -0.0019151681016092105 0.0015503053435290122 0.0013068662369583538 0.0030989054348693674 -0.0024604121758389748 0.0031193390471979318 0.0037881772997211418 0.001646528219180272 0.0024456004188703694 -0.00011072065414543282 0.00049313843047855217 0.0023375720031880236 0.0013147862716174372
leaf_weight=54 55 55 52 74 54 75 65 75 53 62 123 53 67 90 68 1474 62 101 92 122 65
leaf_count=54 55 55 52 74 54 75 65 75 53 62 123 53 67 90 68 1474 62 101 92 122 65
internal_value=0 0.00152364 0.00101928 0.00167678 0.00121915 0.00137193 0.00190514 0.00163205 0.00154691 -4.59056e-05 0.00164435 0.000659008 -2.10381e-05 0.00179046 0.00242373 0.00171314 0.00247272 0.000661995 0.00119363 0.00285729 0.00186767
internal_weight=0 2936 684 2252 632 578 330 2198 1996 115 1881 243 190 1638 255 1548 202 248 147 190 127
internal_count=2991 2936 684 2252 632 578 330 2198 1996 115 1881 243 190 1638 255 1548 202 248 147 190 127
is_linear=0
shrinkage=0.00991364


Tree=1807
num_leaves=20
num_cat=0
split_feature=1 150 482 482 159 133 4 4 12 475 12 14 474 4 475 1212 133 133 156
split_gain=2.83704 2.15245 2.01319 3.29217 2.46886 2.0857 2.13066 4.59661 1.88315 1.71592 2.56571 2.26813 1.79554 1.77027 1.40753 1.28417 4.93573 1.39383 0.986593
threshold=0.090650000000000022 -0.07718499999999999 0.09939000000000002 0.078475000000000017 0.094830000000000012 -0.078559999999999977 -0.16236499999999995 -0.078454999999999983 -0.063029999999999989 1.0000000180025095e-35 0.056995000000000011 0.078275000000000025 0.085515000000000022 -0.047099999999999996 -0.082659999999999997 0.041590000000000009 0.041800000000000011 -0.15323999999999996 0.081990000000000021
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 4 5 -3 18 -8 -1 10 13 12 15 -10 -14 17 -17 -12 -7
right_child=1 2 -4 -5 -6 6 7 -9 9 -11 11 -13 14 -15 -16 16 -18 -19 -20
leaf_value=0.0032585137523046615 -0.0010440078594306508 0.0026209979999172158 0.0029673331846304172 -0.0013343178893811074 0.0027788165935412096 0.0030257693776253609 -0.0024991030431334004 0.00074086089744247741 0.0012517433243527628 0.0032538332794714896 0.00052268205613403124 -0.00051659222631352355 0.0038272810098662693 -0.0011227619591304583 0.0017203924083570021 0.0015620798106591588 -0.0018939996604732231 0.0017786616342067669 0.0010639849455162079
leaf_weight=69 61 69 54 69 83 56 53 565 69 59 108 57 69 70 72 231 57 1062 58
leaf_count=69 61 69 54 69 83 56 53 565 69 59 108 57 69 70 72 231 57 1062 58
internal_value=0 0.000874052 0.000990351 0.000878211 0.00105104 0.000871862 0.000706831 0.000462818 0.00155061 0.00148698 0.00142885 0.00154408 0.00161761 5.51413e-05 0.00275222 0.00150781 0.000877674 0.00166282 0.00202865
internal_weight=0 1068 1007 953 884 801 732 618 1923 1854 1795 1656 1599 139 141 1458 288 1170 114
internal_count=2991 1068 1007 953 884 801 732 618 1923 1854 1795 1656 1599 139 141 1458 288 1170 114
is_linear=0
shrinkage=0.0105204


Tree=1808
num_leaves=13
num_cat=0
split_feature=10 16 52 14 4 15 15 4 14 157 133 159
split_gain=2.48144 2.73399 1.92146 1.3315 3.22816 1.96132 1.64347 1.33458 1.31757 1.87357 4.38677 1.91936
threshold=-1.0000000180025095e-35 -0.072904999999999984 -0.56393999999999989 -0.13131999999999996 0.50666500000000003 -0.17840999999999999 -0.14151499999999997 0.44128500000000004 0.081390000000000004 -0.078734999999999986 0.083000000000000018 0.0043550000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 7 -7 -5 9 10 -8 -11
right_child=2 -3 3 5 -6 6 8 -9 -10 11 -12 -13
leaf_value=-0.0015542911263698134 0.0032538539081397571 0.001310655338140034 0.0041605136601999288 -0.00098392087229520666 0.00042331957845703408 0.0027227276203250265 -0.00091383971022457615 0.00092343640472530842 -0.00052728421117419449 0.0011652703026257968 0.0019344224368070266 0.0021456928681854869
leaf_weight=84 54 76 57 85 54 82 150 91 55 1813 114 276
leaf_count=84 54 76 57 85 54 82 150 91 55 1813 114 276
internal_value=0 -0.000192711 0.00120775 0.00116792 0.00234347 0.00111893 0.00119786 1.60562e-06 0.00114589 0.00118505 0.000315649 0.00129486
internal_weight=0 160 2831 2777 111 2666 2490 176 2408 2353 264 2089
internal_count=2991 160 2831 2777 111 2666 2490 176 2408 2353 264 2089
is_linear=0
shrinkage=0.0109455


Tree=1809
num_leaves=27
num_cat=0
split_feature=1 52 12 156 160 1 1 1 13 52 1 16 52 1209 12 484 51 160 16 16 16 12 4 16 0 0
split_gain=1.70112 1.93356 1.66271 3.71629 3.87543 2.1882 3.10816 1.95461 1.84437 1.59302 2.5903 1.5894 1.58348 1.44658 1.55501 1.5585 2.29307 2.59671 2.51117 3.36882 1.00889 1.08516 0.722175 0.681843 0.588094 0.491462
threshold=0.090650000000000022 -0.53473999999999988 0.089165000000000008 0.094600000000000017 -0.077324999999999991 0.11215000000000001 0.10123500000000001 0.11561500000000001 -0.069749999999999993 -0.42058999999999996 0.10054 -0.08267999999999999 0.12371000000000001 -0.08342999999999999 -0.014854999999999998 0.087520000000000014 -0.095009999999999983 -0.06146999999999999 0.18879500000000002 0.062500000000000014 -0.072034999999999988 -0.081654999999999991 -0.0090849999999999976 -0.076909999999999992 -0.08323499999999999 -0.076204999999999981
decision_type=2 2 2 2 2 2 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 -6 9 -9 -4 23 -8 -2 -3 -15 16 17 -16 19 -18 21 -7 24 -11 -17 -25
right_child=2 13 7 -5 5 20 11 8 -10 10 -12 -13 -14 14 15 22 18 -19 -20 -21 -22 -23 -24 25 -26 -27
leaf_value=0.002610506299341747 -0.003015989410567944 0.0025856395318289357 4.3469808862821503e-05 0.0024360755113001192 0.0010416530390716084 0.0015175818740823339 -0.00016657067244175167 -0.0014125865501468569 0.0010058703178071188 0.00012479246593802672 0.0032734575230896458 -0.0024291477835365538 -0.00055269240893404464 0.0022695949223300949 -0.0022356804268217805 0.00055022564776019509 0.00087188906230959947 0.00062883730808614995 -0.0012091038728799098 0.0034506219026471164 0.0021903911664428997 -0.0001340258938094931 0.0026852215320880492 0.0021161848349206479 0.0020530944835079989 0.00079532897162849401
leaf_weight=78 54 56 66 68 93 77 59 56 76 52 83 69 53 85 53 54 1291 83 56 54 59 86 60 64 53 53
leaf_count=78 54 56 66 68 93 77 59 56 76 52 83 69 53 85 53 54 1291 83 56 54 59 86 60 64 53 53
internal_value=0 0.00105021 0.00054663 0.000205949 -6.95792e-05 0.000347376 -0.000364548 0.00101426 -1.93239e-05 0.00144363 0.00180991 -0.00138708 -0.00179686 0.000984187 0.000933998 0.000867311 0.000766386 -0.000486688 0.000888103 0.000975502 0.00105658 0.000645519 0.00179554 0.00109049 0.00129565 0.00151877
internal_weight=0 1923 1068 618 550 443 221 450 132 318 252 128 107 1845 1789 1704 1537 136 1401 1345 222 163 167 169 107 117
internal_count=2991 1923 1068 618 550 443 221 450 132 318 252 128 107 1845 1789 1704 1537 136 1401 1345 222 163 167 169 107 117
is_linear=0
shrinkage=0.0101119


Tree=1810
num_leaves=19
num_cat=0
split_feature=124 0 48 9 16 16 52 16 52 159 13 42 51 159 474 0 4 4
split_gain=2.72152 1.55874 2.04342 1.72691 2.75381 1.56455 4.26386 9.97585 4.15074 1.90445 1.36634 2.23261 1.95163 1.16105 2.88188 1.35104 1.07147 0.92362
threshold=-0.078224999999999989 -0.24203499999999997 -0.088899999999999993 1.0000000180025095e-35 -0.03614499999999999 -0.0071849999999999995 -1.0000000180025095e-35 0.035560000000000008 0.40431 -0.17306999999999997 -0.089359999999999981 0.083595000000000017 0.10532000000000001 0.087930000000000022 0.088510000000000019 -0.09466999999999999 0.41315500000000005 -0.0040999999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 -3 5 -5 9 13 -8 -9 -4 11 -11 -12 15 -15 -7 17 -1
right_child=1 2 3 4 -6 6 7 8 -10 10 12 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.00018136404779683541 0.0023351943364670435 0.0025769114661032366 0.0022079044115018418 0.00033327845342117263 0.0035468055077683722 0.0024017971069134904 -0.0047173635447380893 0.0017249373562999088 -0.0016160533307242311 -0.00084868818294435281 0.00076984021908150201 0.00082981866663207361 0.0023607712475461405 -0.0010709208486885473 0.0016342187930104852 0.00072755554280419315 0.00078764741089910472 -0.0017527968784002885
leaf_weight=85 60 57 90 53 52 53 52 87 63 131 1194 192 81 103 62 452 52 65
leaf_count=85 60 57 90 53 52 53 52 87 63 131 1194 192 81 103 62 452 52 65
internal_value=0 0.000753856 0.00071896 0.000679182 0.00192575 0.000628012 0.000286838 -0.000975469 0.000321016 0.000804195 0.000725072 0.000148734 0.000870994 0.000667572 -5.38027e-05 0.000903478 -0.000437575 -0.000863024
internal_weight=0 2782 2722 2665 105 2560 872 202 150 1688 1598 323 1275 670 165 505 202 150
internal_count=2984 2782 2722 2665 105 2560 872 202 150 1688 1598 323 1275 670 165 505 202 150
is_linear=0
shrinkage=0.00991364


Tree=1811
num_leaves=21
num_cat=0
split_feature=1 1 124 3 4 14 4 160 4 3 4 4 157 3 16 15 3 1 48 15
split_gain=150.875 27.7946 19.633 16.7443 12.4054 8.23427 6.13714 4.56506 5.39947 3.86271 5.26013 5.945 6.28719 4.66671 8.73481 6.02651 2.19949 1.90918 1.78121 1.00501
threshold=0.10910500000000002 0.13074500000000003 -0.084084999999999979 -0.031895 0.38865500000000003 0.073890000000000011 0.23355000000000001 -1.0000000180025095e-35 0.27644500000000005 -0.073614999999999986 -0.37626499999999991 -0.069819999999999979 -0.019454999999999997 -0.10337499999999998 0.066010000000000013 0.033605000000000003 0.0025650000000000004 0.096160000000000009 0.08832000000000001 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=2 3 -1 6 5 9 -2 -3 -9 13 -11 -12 -13 14 15 -4 -5 19 -18 -15
right_child=1 7 4 16 -6 -7 -8 8 -10 10 11 12 -14 17 -16 -17 18 -19 -20 -21
leaf_value=0.0019475190340920094 0.0030458439498175418 0.0016158402151330103 0.0020183877069615518 0.0011998320088512163 0.0019873615641405233 0.0038210627850214563 0.0020850876376975122 0.001378508243953384 0.00051283593522741212 0.0034799143121567152 0.0020794967374373548 0.0021516513398871125 0.0030298020360336837 0.0032603878470253058 0.0033640422976349178 0.0030559958694645461 0.0021022056142658415 0.0027570885219670334 0.0014883524075157586 0.0031219817970574819
leaf_weight=86 97 59 78 53 55 90 60 66 102 80 53 52 362 941 99 52 52 53 54 440
leaf_count=86 97 59 78 53 55 90 60 66 102 80 53 52 362 941 99 52 52 53 54 440
internal_value=0 0.00168072 0.00305427 0.00213269 0.00309468 0.00312115 0.00267884 0.00105143 0.000853071 0.00309263 0.00292021 0.00282428 0.00291956 0.00314933 0.00283597 0.00243362 0.00159325 0.00319935 0.00178973 0.00321631
internal_weight=0 543 2441 316 2355 2300 157 227 168 2210 547 467 414 1663 229 130 159 1434 106 1381
internal_count=2984 543 2441 316 2355 2300 157 227 168 2210 547 467 414 1663 229 130 159 1434 106 1381
is_linear=0
shrinkage=0.00235659


Tree=1812
num_leaves=13
num_cat=0
split_feature=48 0 0 0 4 1 33 106 1 1 16 16
split_gain=1.74528 2.00654 2.62695 4.83886 2.18283 1.85523 1.79943 2.79043 1.65537 1.8699 1.2653 0.782022
threshold=0.13991500000000004 -0.18713499999999997 -0.13409999999999997 -0.14164999999999997 -0.047099999999999996 0.10054 0.084300000000000014 0.016860000000000003 0.14684500000000003 0.13130500000000003 -0.083269999999999997 -0.47730499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 -1 7 8 9 10 -4 -6
right_child=-2 2 6 -5 11 -7 -8 -9 -10 -11 -12 -13
leaf_value=0.00089222261003788818 -0.00099957308079627301 0.0022200035428905146 0.0012472720647690818 -0.0030882862245671383 0.00062313088876412887 0.0030810322585395678 0.0026001998040374682 -0.0015716817726353068 0.0026637089767281266 -0.00063855823079001276 0.00070773166171578207 -0.0010677147028891854
leaf_weight=89 58 54 646 52 54 77 60 52 52 92 1635 63
leaf_count=89 58 54 646 52 54 77 60 52 52 92 1635 63
internal_value=0 0.000806418 0.000740113 -0.000332814 0.000504463 0.00190818 0.000834466 0.00079165 0.000842373 0.000802415 0.000860583 -0.000286383
internal_weight=0 2926 2760 223 171 166 2537 2477 2425 2373 2281 117
internal_count=2984 2926 2760 223 171 166 2537 2477 2425 2373 2281 117
is_linear=0
shrinkage=0.0103142


Tree=1813
num_leaves=24
num_cat=0
split_feature=1 1 39 52 47 1 2 52 2 147 13 52 16 1 16 0 1 43 4 0 0 2 52
split_gain=172.758 35.7776 25.5177 24.5556 12.9873 12.6429 5.95817 4.95296 4.51008 4.37738 4.35023 4.18644 9.03932 3.46441 3.29821 2.79966 8.76502 2.88132 4.50889 5.53234 4.33929 0.764333 0.502453
threshold=0.10575500000000002 0.13662500000000002 0.0047850000000000011 -0.24841999999999997 0.10364500000000001 0.088035000000000016 0.10510500000000002 0.095185000000000006 0.17990500000000001 0.085765000000000022 -1.0000000180025095e-35 0.092770000000000005 0.26411500000000004 0.12072500000000001 -0.40430999999999989 -0.14259999999999998 0.083065000000000014 -0.12118 -0.39175499999999991 -0.067969999999999989 -0.07700499999999999 0.11366500000000002 0.047345000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 7 -4 9 10 14 15 13 12 -8 -5 -3 16 -1 20 -19 -20 22 -14 -17
right_child=1 8 5 4 -6 -7 11 -9 -10 -11 -12 -13 21 -15 -16 17 -18 18 19 -21 -22 -23 -24
leaf_value=0.0040940348570753628 0.0033222368093054396 0.00054716208239419478 0.0027620783551880134 0.0014061830185122745 0.0025850174515322719 0.001276729301054482 0.0019621052286017261 0.0021460637195922774 0.00012119437229122077 0.0026499671377274753 0.001797680096173708 0.0032311145027511313 0.0032494881151167282 0.00064621133971917233 0.0013703726432140568 0.0033091199662950159 0.002941100429492193 0.0037538938521707453 0.0032198073599172517 0.0024722218472661311 0.0023086954729798414 0.0028523748868091651 0.0029840377223575788
leaf_weight=78 70 54 70 101 90 63 75 64 52 83 96 96 53 53 59 58 75 87 1373 60 52 64 58
leaf_count=78 70 54 70 101 90 63 75 64 52 83 96 96 53 53 59 58 75 87 1373 60 52 64 58
internal_value=0 0.00167185 0.00308183 0.00200746 0.00177959 0.00205868 0.00314334 0.00154865 0.000707589 0.00319171 0.00139561 0.00282013 0.0026145 0.0011448 0.000977207 0.00321612 0.00352904 0.00318774 0.0032209 0.00318852 0.00288754 0.00303248 0.0031468
internal_weight=0 639 2345 474 404 133 2212 314 165 1924 250 288 192 154 113 1841 153 1688 1520 1433 168 117 116
internal_count=2984 639 2345 474 404 133 2212 314 165 1924 250 288 192 154 113 1841 153 1688 1520 1433 168 117 116
is_linear=0
shrinkage=0.00240373


Tree=1814
num_leaves=21
num_cat=0
split_feature=1 2 39 3 4 14 2 1 2 52 4 15 15 3 52 3 4 1210 15 15
split_gain=196.9 39.8886 31.4889 19.5418 12.3163 11.2785 9.65282 8.27575 6.87277 6.08196 5.7759 5.09825 4.57492 4.43551 9.82463 3.40505 2.45507 1.59152 1.01903 0.665551
threshold=0.10910500000000002 0.14073000000000005 0.0047850000000000011 -0.055389999999999988 0.38865500000000003 0.073890000000000011 -1.0000000180025095e-35 0.088035000000000016 0.12414000000000001 -0.072144999999999987 0.27420500000000009 -0.38214499999999996 0.039965000000000007 -0.096099999999999977 -0.44829999999999998 -0.079574999999999993 -0.085594999999999991 -0.074724999999999986 0.084175000000000014 -0.07990499999999999
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 9 5 8 -5 -4 12 -2 -8 -3 13 14 -1 -15 18 -18 -14 -11
right_child=1 11 7 6 -6 -7 10 -9 -10 19 -12 -13 16 15 -16 -17 17 -19 -20 -21
leaf_value=0.0047822851465023066 0.0044645917030860984 0.002100700491186225 0.0038786540416383976 0.0019260306098870604 0.0032236352304676032 0.0053190724818491415 0.0033855002402727818 0.0027092294184571765 0.0035929892054203964 0.0032103802469177012 0.0024479802781780429 0.0011152909799246084 0.0050928946345846667 0.0045512014788907929 0.0036157987069406487 0.0042460535694050635 0.0048153784943082631 0.0044488948666614892 0.0046940787482844214 0.0036172419789082416
leaf_weight=67 52 55 70 81 53 89 95 83 63 52 73 82 56 467 140 458 86 646 163 53
leaf_count=67 52 55 70 81 53 89 95 83 63 52 73 82 56 467 140 458 86 646 163 53
internal_value=0 0.00267832 0.0043435 0.00307212 0.00441698 0.00444527 0.00263609 0.00324443 0.00440902 0.00376348 0.00297828 0.00151109 0.00443368 0.0043258 0.00399349 0.00440014 0.00456207 0.00449199 0.00479618 0.003416
internal_weight=0 543 2441 406 2288 2235 249 153 2146 157 168 137 2083 1132 207 925 951 732 219 105
internal_count=2984 543 2441 406 2288 2235 249 153 2146 157 168 137 2083 1132 207 925 951 732 219 105
is_linear=0
shrinkage=0.00250084


Tree=1815
num_leaves=13
num_cat=0
split_feature=14 14 0 16 0 0 3 39 1 0 482 43
split_gain=2.41545 2.3601 3.01291 2.86154 2.81624 3.17186 2.12009 1.76857 1.43957 2.9562 2.36572 0.959491
threshold=-0.31108499999999994 -1.0000000180025095e-35 -0.15127999999999997 -0.072034999999999988 -0.14164999999999997 -0.12851999999999997 0.08796000000000001 0.089030000000000012 0.080545000000000019 -0.046614999999999997 0.088055000000000008 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -4 -6 -3 8 9 -7 -10 -9
right_child=1 2 4 -5 5 7 -8 11 10 -11 -12 -13
leaf_value=-0.00056322718584051487 0.0031314291921130076 -0.0006341797653144814 0.0029455808555566062 -0.0021258993150558183 -0.0011661713183530355 0.0011350497304513816 0.0015373742315968727 0.0010754501394151486 0.0016932191055929601 -0.00071938579737477971 -0.00049605256850733569 -0.00049208999177713288
leaf_weight=95 56 85 85 53 63 1339 100 66 756 94 54 101
leaf_count=95 56 85 85 53 63 1339 100 66 756 94 54 101
internal_value=0 0.00107507 0.00103384 -5.39518e-05 0.00113509 0.00107282 0.00053905 0.0011314 0.00120615 0.00101333 0.00154713 0.00012677
internal_weight=0 2852 2796 238 2558 2473 185 2410 2243 1433 810 167
internal_count=2947 2852 2796 238 2558 2473 185 2410 2243 1433 810 167
is_linear=0
shrinkage=0.0101119


Tree=1816
num_leaves=30
num_cat=0
split_feature=4 3 2 39 150 0 2 2 2 52 13 52 3 13 3 4 4 0 15 15 3 2 133 52 52 4 2 15 42
split_gain=411.072 105.728 47.34 31.8891 17.5172 16.0501 14.488 13.7773 13.6038 9.82736 9.35457 9.04552 19.6893 8.31702 7.42721 5.72459 5.65074 4.48519 3.8135 3.6041 3.29337 2.8603 2.7927 2.61252 2.39144 2.09617 1.02785 0.476016 0.29308
threshold=0.31392000000000003 -0.064349999999999991 0.10773000000000001 0.055555000000000007 0.082965000000000025 -0.14867499999999997 0.15205000000000002 0.097005000000000022 -0.0050599999999999994 -0.091869999999999993 -0.076614999999999975 -0.45635499999999996 -0.088484999999999994 -0.0073899999999999999 0.0035100000000000005 0.024470000000000002 -1.0000000180025095e-35 -0.077104999999999993 -0.43587999999999999 0.037885000000000009 -0.082634999999999986 0.088135000000000005 -1.0000000180025095e-35 0.01787 0.042815000000000006 -0.085594999999999991 0.087815000000000018 -0.068309999999999996 0.087745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 9 10 -1 13 15 -5 -3 -4 -9 -13 14 -2 17 -11 22 -15 -19 -21 -18 26 -12 -14 -24 -7 -17 -26
right_child=6 2 4 8 -6 7 -8 11 -10 16 23 12 24 18 -16 27 21 19 -20 20 -22 -23 25 -25 28 -27 -28 -29 -30
leaf_value=0.0047389342585704222 0.00030811857155280798 0.0040595721829596266 0.00088033815808212534 0.00062150827063832815 -6.4154218695620462e-06 0.0038183959525336683 -0.001253272223589444 0.0035887245527474955 0.0023173158779262507 0.0023716601641303346 0.0017218582098482147 0.0015229023514786056 0.0027346561745463685 0.0012560900803272521 -0.0009134104180512242 0.0030837768481023027 0.003700380221452527 0.0027930217122164934 0.00030364390150871038 0.0039080018870474202 0.0031545223186403098 0.0028935343213859054 0.0038708512905622646 0.0025580415775767478 0.0032344780497416685 0.0034302518510307429 0.0035236010424971398 0.0027495717442216671 0.0035276495335004789
leaf_weight=63 79 76 67 52 60 389 59 96 93 77 52 78 66 52 63 80 61 92 69 67 107 64 89 54 52 575 110 52 53
leaf_count=63 79 76 67 52 60 389 59 96 93 77 52 78 66 52 63 80 61 92 69 67 107 64 89 54 52 575 110 52 53
internal_value=0 0.00311243 0.00218956 0.00271874 0.00122874 0.00341989 -6.46639e-05 0.00337627 0.00170936 0.00324511 0.00165728 0.00289583 0.00262858 0.000201874 -0.000233628 0.00348244 0.00293853 0.00353139 0.000713194 0.00321949 0.00344482 0.0032875 0.0036027 0.00214811 0.00313276 0.00348935 0.00375347 0.00295234 0.00338273
internal_weight=0 2625 656 423 233 1969 322 1906 145 278 173 345 249 263 142 1561 202 1429 121 266 174 125 1163 106 171 664 499 132 105
internal_count=2947 2625 656 423 233 1969 322 1906 145 278 173 345 249 263 142 1561 202 1429 121 266 174 125 1163 106 171 664 499 132 105
is_linear=0
shrinkage=0.00265391


Tree=1817
num_leaves=25
num_cat=0
split_feature=4 12 2 133 0 4 4 403 4 3 3 3 0 393 147 1452 2 16 11 0 42 12 15 131
split_gain=4.82487 2.82704 2.42955 2.23049 2.04589 3.82955 3.19089 2.02468 1.96623 3.59069 2.67326 2.04478 1.65665 1.46414 1.39876 1.51856 1.36751 1.73448 1.67045 1.06335 1.01724 1.01281 0.962832 0.82427
threshold=0.31392000000000003 0.093740000000000004 0.085730000000000015 0.035950000000000003 -0.105195 0.51367000000000018 0.42642000000000008 -0.17184499999999997 -0.011209999999999999 -0.069049999999999986 -0.059315 -0.097574999999999981 -0.22163999999999998 0.086525000000000005 0.087580000000000005 0.087120000000000017 0.087210000000000024 -0.072904999999999984 1.0000000180025095e-35 -0.086954999999999991 0.086105000000000015 0.090885000000000007 -1.0000000180025095e-35 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
left_child=2 4 3 8 6 -6 -2 -5 9 11 23 -1 -4 14 15 16 17 -14 -18 -13 22 -21 -9 -10
right_child=1 -3 12 7 5 -7 -8 20 10 -11 -12 19 13 -15 -16 -17 18 -19 -20 21 -22 -23 -24 -25
leaf_value=0.0044819279674643145 -0.00028988354772432439 -0.0024516931422746699 -0.0006944681759296393 0.0024300656829445715 0.0011771777001110563 -0.0029643842587239832 0.0037917006746258672 0.00050417817982859915 0.0031295333397428986 -0.0011269132607884575 0.0050285072759049688 0.0031240093623495151 0.001315397748720898 -0.00083972882810581719 0.0032504465045881739 0.0030337092971405703 0.0010986210979947772 -0.0012198315466027871 0.0026545799903209856 0.0010918536502366996 0.0016155368569217162 0.0026112513834285474 -0.0016483383290461697 0.0012267092563925223
leaf_weight=52 63 67 74 91 78 60 54 74 70 56 79 83 82 52 52 65 1104 82 116 220 53 96 55 69
leaf_count=52 63 67 74 91 78 60 54 74 70 56 79 83 82 52 52 65 1104 82 116 220 53 96 55 69
internal_value=0 -0.000198191 0.00140019 0.00187919 0.00039339 -0.000622548 0.0015928 0.000928724 0.0022369 0.00181538 0.00321663 0.00218101 0.00110629 0.00119218 0.00126266 0.00119124 0.00110461 4.69807e-05 0.00124667 0.00188081 0.00017733 0.00155386 -0.000412541 0.00218591
internal_weight=0 322 2625 998 255 138 117 273 725 507 218 451 1627 1553 1501 1449 1384 164 1220 399 182 316 129 139
internal_count=2947 322 2625 998 255 138 117 273 725 507 218 451 1627 1553 1501 1449 1384 164 1220 399 182 316 129 139
is_linear=0
shrinkage=0.0123264


Tree=1818
num_leaves=27
num_cat=0
split_feature=1 1 12 2 2 52 2 151 12 49 2 43 16 12 52 157 2 1 52 11 49 481 51 16 0 457
split_gain=161.244 36.5461 24.2692 9.50121 8.53416 6.68431 5.7 5.00908 4.98482 4.68688 4.91469 4.06807 4.03565 3.23944 5.30448 2.97411 3.61431 3.81765 3.26983 3.25437 2.64992 2.56376 1.91314 1.81258 1.69706 1.12383
threshold=0.10404000000000001 0.13662500000000002 0.088965000000000002 0.099965000000000012 0.17553000000000005 -0.22118499999999996 -1.0000000180025095e-35 -0.080604999999999996 0.10488500000000002 -0.013329999999999998 0.13084500000000002 -0.078169999999999976 -0.26194999999999996 -0.063029999999999989 -1.0000000180025095e-35 -0.090294999999999986 0.088855000000000003 0.087055000000000007 0.40945500000000007 0.074925000000000005 0.10030500000000002 -0.00080999999999999985 -0.020969999999999996 -0.037309999999999989 -0.075914999999999996 -0.0056599999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 6 12 -4 -1 -2 -7 -5 20 -9 -3 -13 -15 -8 18 21 19 25 22 -18 -11 -24 -23 -17
right_child=1 4 5 9 -6 8 15 11 -10 10 -12 13 -14 14 -16 16 17 -19 -20 -21 -22 24 23 -25 -26 -27
leaf_value=0.0024242285137268918 0.0020665907828573494 0.000495708594337289 0.0032907010542797899 0.0019652998220411012 -0.00020848534152352919 0.0027740229993891965 0.0035627042736301432 0.0008412140602748338 0.0017425997672606967 0.0033741541080900715 0.0020404590993791318 0.0020195977335753256 0.001413490514455381 0.0018751716698940247 0.00083197735063258419 0.0028854509928138462 0.0034675791076872577 0.0022830306422789558 0.0025945432630985346 0.0037725096965520368 0.002492674281176496 0.0029922571559316755 0.0030798766992069498 0.0025607916526704153 0.002649103891487333 0.0031677303560446088
leaf_weight=84 81 54 65 54 52 62 74 66 52 60 52 60 62 55 63 96 55 55 63 52 88 345 97 71 118 911
leaf_count=84 81 54 65 54 52 62 74 66 52 60 52 60 62 55 63 96 55 55 63 52 88 345 97 71 118 911
internal_value=0 0.00160701 0.00193715 0.00297402 0.000616449 0.0026623 0.00304973 0.00153767 0.00230378 0.00264154 0.0027407 0.00136198 0.000986473 0.00155493 0.00131843 0.00307942 0.0030583 0.00289928 0.00313949 0.00317189 0.00285585 0.00296466 0.0029959 0.00286066 0.00290486 0.00314085
internal_weight=0 672 504 2275 168 179 1853 325 114 422 368 244 116 178 118 1769 1695 573 1122 1059 316 518 228 168 463 1007
internal_count=2947 672 504 2275 168 179 1853 325 114 422 368 244 116 178 118 1769 1695 573 1122 1059 316 518 228 168 463 1007
is_linear=0
shrinkage=0.0024518


Tree=1819
num_leaves=29
num_cat=0
split_feature=1 1 12 12 1 10 12 4 4 4 15 158 1 14 1 15 4 1 15 131 4 4 4 12 12 133 47 1
split_gain=220.454 32.9808 32.6241 13.6291 11.0705 9.97496 8.77569 8.52244 7.48148 4.57866 4.56704 3.99048 3.27718 3.10856 2.84453 2.8734 2.80731 2.03185 1.99884 2.71651 2.71501 2.66367 1.9421 1.92848 1.57338 1.47603 1.23416 0.0231753
threshold=0.10404000000000001 0.12381000000000002 0.087255000000000013 0.056995000000000011 0.093575000000000019 -0.008179999999999998 0.11878500000000002 0.11321500000000001 0.42118000000000005 0.043640000000000005 -0.098139999999999991 0.078875000000000015 1.0000000180025095e-35 0.073890000000000011 0.11215000000000001 -0.053969999999999997 0.082475000000000007 0.087305000000000008 0.037885000000000009 0.084720000000000004 -0.043174999999999991 -0.085594999999999991 0.31392000000000003 0.086155000000000023 0.093670000000000017 0.099765000000000006 0.088495000000000004 0.088885000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 10 -3 9 26 16 13 -1 24 -12 18 15 -2 -7 -14 19 20 -5 23 -16 -20 -11 -23 -4 -21
right_child=1 5 7 6 -6 8 -8 -9 -10 11 12 -13 17 -15 22 -17 -18 -19 21 27 -22 25 -24 -25 -26 -27 -28 -29
leaf_value=0.0039433379740830615 0.0018088481479337463 0.00037443638866563664 0.0039399482716166176 0.0030816169796562469 0.0023486790077004867 0.0015489965400880819 0.0027149256937661704 0.0023921253680560862 0.00095142298827023404 0.0032913535916877157 0.0027111238661879575 0.0037822964864245561 0.0037030630051729475 0.004225002162931305 0.0023700674496444285 0.00099102363746377724 0.0023395322733248589 0.0030578425186082885 0.0043013594486559798 0.0038686708742081046 0.0035566155017025518 0.0037345093342595077 0.0016962165721607625 0.0037889910621249408 0.0027421911214508456 0.0034748374174205184 0.0033773351781269897 0.0039871266196489221
leaf_weight=62 61 72 52 95 103 66 71 52 99 70 72 67 67 65 52 52 53 62 80 52 474 483 61 124 68 208 52 52
leaf_count=62 61 72 52 95 103 66 71 52 99 70 72 67 67 65 52 52 53 62 80 52 474 483 61 124 68 208 52 52
internal_value=0 0.00184691 0.00233937 0.00350988 0.00305848 0.00119814 0.00359642 0.00323682 0.00147007 0.00363045 0.00333635 0.00326991 0.00314899 0.0036757 0.00171977 0.00143275 0.00190131 0.00339317 0.00365291 0.00354706 0.00347736 0.00373247 0.00200655 0.00399005 0.00302095 0.00365638 0.0036589 0.00392816
internal_weight=0 672 382 2275 366 290 1909 156 218 1838 263 205 201 1633 226 113 119 129 1568 673 569 895 113 204 138 691 104 104
internal_count=2947 672 382 2275 366 290 1909 156 218 1838 263 205 201 1633 226 113 119 129 1568 673 569 895 113 204 138 691 104 104
is_linear=0
shrinkage=0.00255085


Tree=1820
num_leaves=31
num_cat=0
split_feature=12 2 2 2 2 12 15 16 15 0 2 2 41 0 49 0 15 16 156 16 1446 42 2 12 2 42 12 42 2 3
split_gain=209.921 75.7902 55.0432 61.5675 25.4542 16.1446 14.1662 11.7436 11.5588 11.2682 7.37691 7.15712 6.27189 4.77461 4.42036 3.3664 2.67382 2.64072 2.52495 2.0535 1.78773 1.96276 1.75527 1.72972 1.63671 1.10284 0.819987 0.778982 0.645246 0.141224
threshold=0.056995000000000011 0.12623500000000001 0.10859000000000001 0.072175000000000017 0.092155000000000015 0.093815000000000023 -0.12776499999999999 -0.33811499999999994 -1.0000000180025095e-35 -0.067969999999999989 0.14561000000000004 0.10100500000000003 0.078150000000000011 -0.14720499999999997 0.095455000000000012 -0.075434999999999988 -0.058859999999999989 0.25032500000000008 0.050840000000000003 -0.071129999999999985 0.084275000000000017 -0.086849999999999997 0.10384 0.10211000000000002 0.098290000000000002 0.088305000000000008 0.10061500000000002 0.094010000000000024 0.087975000000000012 -0.077604999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 6 18 11 -1 -7 13 -8 14 12 17 -6 19 24 27 20 -5 -4 21 -2 23 -18 26 -22 29 -17 -28 -9
right_child=1 -3 10 4 8 7 9 15 -10 -11 -12 -13 -14 -15 -16 16 22 -19 -20 -21 25 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0078344569543387123 0.011169924138711134 0.0085547361527913614 0.0088216458177640678 0.011039050350343539 0.0089428991798336469 0.0094097192099837287 0.010034705666828797 0.011127736711990863 0.010802283479385482 0.0085360864955890091 0.0079394018420915653 0.010310839692833036 0.011713318207170422 0.0099478155700973014 0.0093611898397886872 0.009916750045981278 0.010598683993714617 0.010485088115579303 0.011765736623922454 0.0083235986401871583 0.011372081292403457 0.010886509685460524 0.010831174936099343 0.010048613061824559 0.010406772856802277 0.010928330046179047 0.010514208171123193 0.010334619737276493 0.010902009505671491 0.010906691571419531
leaf_weight=64 172 88 98 59 52 52 52 58 54 61 86 96 63 55 52 58 94 68 52 93 98 833 91 52 56 52 52 53 58 52
leaf_count=64 172 88 98 59 52 52 52 58 54 61 86 96 63 55 52 58 94 68 52 93 98 833 91 52 56 52 52 53 58 52
internal_value=0 0.0106978 0.00926861 0.00980555 0.01051 0.0107894 0.00872295 0.0104901 0.00991015 0.00922594 0.00853575 0.0109358 0.0109825 0.00945968 0.0087467 0.0105801 0.0104237 0.0109448 0.0113797 0.00857927 0.0109719 0.010935 0.0105675 0.0104029 0.0107771 0.0112184 0.0108713 0.0101165 0.0107189 0.0110235
internal_weight=0 2146 778 449 272 2058 177 676 161 113 329 1382 1286 107 243 624 348 1223 111 191 1155 1005 237 146 276 150 220 111 110 110
internal_count=2924 2146 778 449 272 2058 177 676 161 113 329 1382 1286 107 243 624 348 1223 111 191 1155 1005 237 146 276 150 220 111 110 110
is_linear=0
shrinkage=0.00235659


Tree=1821
num_leaves=28
num_cat=0
split_feature=4 12 12 3 43 43 13 3 12 3 0 43 15 3 3 0 159 15 0 4 3 0 4 12 42 0 481
split_gain=119.281 40.044 16.5122 12.2663 14.0547 12.9569 5.92054 5.42042 5.34304 4.89657 5.11083 4.76365 3.89092 3.77737 3.85366 3.41575 3.31108 3.25748 4.10697 3.22209 2.74309 3.80838 1.32686 1.17196 1.16493 1.76219 1.49496
threshold=0.31392000000000003 0.056995000000000011 0.11755500000000001 0.28833000000000003 -0.031974999999999996 -0.095049999999999982 -0.011514999999999999 -0.14954999999999999 0.09253500000000002 0.11391500000000002 -0.029849999999999998 -0.051834999999999992 -0.43091499999999999 -0.13392999999999997 -0.097574999999999981 -0.15127999999999997 0.10575500000000002 -0.0039399999999999991 -0.22984499999999997 0.053330000000000009 -0.15624499999999999 -0.051824999999999989 -0.076164999999999997 0.098355000000000012 0.087065000000000017 -0.082784999999999984 -0.051484999999999996
decision_type=2 2 2 2 2 2 2 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 -1 -7 -2 13 10 17 -4 16 -3 -15 -14 -9 18 -6 20 -10 22 -22 -21 26 -26 -16
right_child=7 2 11 -5 9 6 -8 12 19 -11 -12 -13 15 14 24 -17 -18 -19 -20 23 21 -23 -24 -25 25 -27 -28
leaf_value=0.0030012003067869625 0.0021599737116014374 0.0038807856680977931 0.0018559231575371116 0.0014827556785066878 0.0026053748068480694 0.0020977740030782561 0.0009563748804285074 0.0019599919031047337 0.0037615396196445422 0.0022762381846681595 0.002446452968342987 0.0028882878081969102 0.0014875006774866992 0.0027357988934721481 0.0037932074350311134 0.00064223581189377444 0.0011827402602439612 0.0038560885165506271 0.0034962758497912336 0.0030015880143925747 0.0034379900803897787 0.0025303226680705453 0.0031452075352345591 0.0025017208941586796 0.003177104342604418 0.0035230748487383233 0.0034260649064860207
leaf_weight=62 62 100 61 66 57 63 52 79 53 52 54 52 53 57 80 69 61 52 76 63 142 54 325 57 267 144 611
leaf_count=62 62 100 61 66 57 63 52 79 53 52 54 52 53 57 80 69 61 52 76 63 142 54 325 57 267 144 611
internal_value=0 0.00310366 0.00326149 0.00249299 0.0026354 0.0020792 0.0015819 0.00149433 0.0033153 0.00297361 0.00312522 0.00233123 0.00133671 0.00341266 0.00337225 0.00100966 0.00162152 0.00332321 0.00311466 0.00313864 0.00321684 0.00316138 0.00323429 0.00276437 0.00340515 0.00329839 0.00346861
internal_weight=0 2600 2066 534 468 177 115 324 1953 291 239 113 262 1259 1159 122 140 185 133 694 574 521 467 120 1102 411 691
internal_count=2924 2600 2066 534 468 177 115 324 1953 291 239 113 262 1259 1159 122 140 185 133 694 574 521 467 120 1102 411 691
is_linear=0
shrinkage=0.00250084


Tree=1822
num_leaves=20
num_cat=0
split_feature=1 147 2 14 4 4 1 475 47 14 160 50 474 131 52 1 160 15 474
split_gain=3.95763 3.07883 2.28429 2.28073 2.27181 6.84318 4.34799 3.9072 1.79348 2.26711 1.27339 2.25478 1.34009 1.33514 1.20998 0.969035 0.87817 1.15726 0.71723
threshold=0.12040000000000002 0.090425000000000019 -0.032374999999999994 0.073890000000000011 -0.10701499999999999 -0.22295999999999996 0.081540000000000015 -0.072124999999999981 0.098205000000000015 -0.22654999999999997 -0.08292999999999999 0.11875500000000001 0.085925000000000015 0.088815000000000019 -0.08774499999999999 0.14228000000000005 -0.089289999999999994 0.089125000000000024 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 -8 9 -4 13 12 14 16 -12 -11 17 -6 -14
right_child=2 -3 8 -5 10 -7 7 -9 -10 15 11 -13 18 -15 -16 -17 -18 -19 -20
leaf_value=0.00027428714927966622 -0.00061554696097748662 0.00015730875836523537 0.0025572476249133796 0.0036426430678496461 0.0024142628061044882 -0.0016322746750619902 0.0012570767442320297 0.0046897388580198511 0.0026731443164477002 -0.00040961463476228319 0.0027892439335203269 0.00032314334294846413 0.00043954191545064682 0.0013870409325326502 0.0021212450128914764 0.0012567228413079628 0.0040294596643582013 0.0037795841137340017 0.0018447684698517032
leaf_weight=73 63 70 54 94 266 57 53 70 73 81 310 62 56 63 1221 52 53 72 81
leaf_count=73 63 70 54 94 266 57 53 70 73 81 310 62 56 63 1221 52 53 72 81
internal_value=0 0.00213017 0.00101121 0.0021847 0.00212842 0.0012727 0.00211803 0.00321145 0.00140578 0.000910493 0.0022275 0.00210936 0.00217569 0.00267748 0.00225657 0.000241121 0.00288514 0.0027054 0.00127111
internal_weight=0 2601 323 2531 2437 253 196 123 260 187 2184 1730 1668 454 1531 133 391 338 137
internal_count=2924 2601 323 2531 2437 253 196 123 260 187 2184 1730 1668 454 1531 133 391 338 137
is_linear=0
shrinkage=0.00952868


Tree=1823
num_leaves=28
num_cat=0
split_feature=1 1 12 12 1 4 4 3 39 0 3 3 12 0 4 3 12 52 1 4 131 12 0 0 3 52 12
split_gain=381.902 64.8132 37.4716 19.9131 14.3207 11.8062 11.5353 10.2178 10.8811 8.314 7.57706 6.23372 5.29189 4.94425 7.08058 5.2578 3.99803 3.97771 2.88606 2.63367 2.26426 2.09285 2.06719 1.95871 1.21502 1.12181 0.0424626
threshold=0.10557500000000002 0.12419000000000001 0.085075000000000026 0.056995000000000011 0.094485000000000013 0.094220000000000012 0.054720000000000012 0.28833000000000003 0.087735000000000021 -0.063204999999999983 -0.12711499999999995 -1.0000000180025095e-35 0.092755000000000018 -0.0033699999999999993 0.043640000000000005 0.081495000000000012 -0.082039999999999988 -0.26876499999999998 0.091280000000000014 -0.036839999999999991 0.08567000000000001 0.088725000000000012 -0.060454999999999995 -0.11825999999999999 -0.083414999999999975 -0.34918499999999997 0.099510000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 13 19 9 8 -3 10 -5 -6 -8 14 15 -1 -2 -11 21 -4 -20 24 -10 -18 -12 -23 -19
right_child=1 7 5 6 11 -7 12 -9 22 17 18 -13 -14 -15 -16 -17 23 26 20 -21 -22 25 -24 -25 -26 -27 -28
leaf_value=0.0047797861864276392 0.0010571113848665292 0.0017145958474689871 0.0041504074244748633 0.0048182610926028385 0.0019018016215002803 0.0022373039019144094 0.0038155791933118777 -4.1072164352293598e-05 0.00010323400956685582 0.0040517806706823747 0.0042739776627766617 0.0031103273062830271 0.0029646749397408399 0.0029916111330326356 0.0030750930835718661 0.0037475452135542647 0.001563425709853583 0.0032448003816904383 0.0034408656058492514 0.003348838817871228 0.0040688293357449643 0.0036356402108599336 0.00083072357643746418 0.0022054021832430843 0.0040490505622212836 0.0040199597809169206 0.0031112000590163406
leaf_weight=58 68 84 52 95 53 54 98 92 54 54 462 64 101 57 55 80 77 52 87 61 72 59 52 56 262 513 52
leaf_count=58 68 84 52 95 53 54 98 92 54 54 462 64 101 57 55 80 77 52 87 61 72 59 52 56 262 513 52
internal_value=0 0.00160908 0.00232832 0.00387067 0.0033152 0.00323934 0.00397755 0.000670381 0.00101502 0.00404671 0.00410476 0.00256311 0.00338385 0.00366707 0.00386641 0.00418159 0.00157127 0.00347699 0.00405816 0.00371795 0.0037254 0.00409896 0.000460378 0.00183394 0.00419262 0.00398037 0.00317827
internal_weight=0 650 368 2274 367 167 1907 282 190 1708 1550 117 199 250 193 138 201 158 1455 113 159 1296 106 133 724 572 104
internal_count=2924 650 368 2274 367 167 1907 282 190 1708 1550 117 199 250 193 138 201 158 1455 113 159 1296 106 133 724 572 104
is_linear=0
shrinkage=0.00260187


Tree=1824
num_leaves=28
num_cat=0
split_feature=1 155 47 1 4 1 3 15 1 3 4 11 4 50 4 43 15 133 151 4 1 1447 133 42 133 43 15
split_gain=117.558 24.1429 14.773 11.5522 10.6959 8.94555 5.0127 4.70099 7.77384 8.56972 4.98933 3.4015 3.17339 2.75503 2.87691 2.49263 2.90593 2.41199 2.06754 2.24416 1.50712 1.29481 1.5931 1.30359 1.12669 0.554755 0.462129
threshold=0.10398500000000001 0.092900000000000024 1.0000000180025095e-35 0.12040000000000002 0.054720000000000012 0.083670000000000008 -0.039864999999999991 0.039965000000000007 0.092485000000000026 -0.12711499999999995 -0.012384999999999998 0.07585500000000002 0.10583000000000002 0.12170000000000002 0.0051950000000000008 -0.064539999999999986 -0.21242999999999998 0.11264000000000002 -0.080624999999999988 0.48395000000000005 0.086375000000000021 -0.012714999999999999 0.052120000000000007 0.086745000000000003 0.2590050000000001 -0.043814999999999993 -0.10328999999999998
decision_type=2 2 2 2 2 2 2 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 7 12 -4 8 9 -1 -10 17 -6 14 20 -5 -17 21 -2 -20 -11 -9 23 -23 -19 -26 -14
right_child=1 -3 6 15 5 -7 -8 11 10 13 -12 -13 26 -15 -16 16 -18 24 19 -21 -22 22 -24 -25 25 -27 -28
leaf_value=0.0020133192318579373 0.002032410699093639 0.003037407924926181 0.0025573941654548149 0.00057623789244468375 0.0022388767002840789 0.0014663159089686175 0.0017143332763597603 0.0032600047109420122 0.0026509687778902675 0.0029283092817169254 0.0017479719873659632 0.0035574571101365019 0.0030006043293877671 0.002375333493826817 0.0025224685230475232 0.0013535518069154851 0.00063860735316762667 0.0024176641369028319 0.0013003043425285422 0.0018910468372711584 0.0032348976788222515 0.0030779825294390416 0.0025863669139311127 0.0028161928336313991 0.0029760741572337061 0.0026931964953584219 0.0026850871049615361
leaf_weight=71 63 65 78 88 99 55 86 97 72 523 70 53 52 57 90 90 52 57 102 59 115 375 61 160 72 100 62
leaf_count=71 63 65 78 88 99 55 86 97 72 523 70 53 52 57 90 90 52 57 102 59 115 375 61 160 72 100 62
internal_value=0 0.00164352 0.00149688 0.00127337 0.00278275 0.00233164 0.00211546 0.00284401 0.00272772 0.00281423 0.00220601 0.00296303 0.00255496 0.00288664 0.00292664 0.000894728 0.00109192 0.00292883 0.00166204 0.00151695 0.00298361 0.00299986 0.00295747 0.00299974 0.00271378 0.00281176 0.00282923
internal_weight=0 683 618 454 2241 268 164 1973 998 856 142 975 213 785 728 230 142 922 224 161 638 693 596 535 229 172 114
internal_count=2924 683 618 454 2241 268 164 1973 998 856 142 975 213 785 728 230 142 922 224 161 638 693 596 535 229 172 114
is_linear=0
shrinkage=0.00240373


Tree=1825
num_leaves=21
num_cat=0
split_feature=2 2 3 0 97 3 0 456 15 48 0 0 1443 43 3 43 50 43 133 47
split_gain=9.2295 2.36629 2.13198 2.37684 2.11456 1.97912 1.86215 1.86174 1.52549 3.66918 2.95622 2.79251 2.24409 1.50778 1.50234 2.28104 1.07641 1.03393 0.501369 0.187917
threshold=0.31115000000000004 0.10656 -0.10859999999999999 -0.10028499999999999 -0.0047149999999999996 0.11391500000000002 0.060910000000000006 -1.0000000180025095e-35 -0.12776499999999999 0.091125000000000025 -0.082914999999999975 -0.10462499999999998 0.059665000000000003 -0.081864999999999979 0.13772500000000001 -0.028184999999999998 0.090865000000000015 0.05259500000000001 0.017095000000000003 0.09023500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 14 -1 7 -3 -6 11 12 -11 -9 -10 -5 15 -4 17 18 -15 -13
right_child=-2 2 3 13 5 -7 -8 8 9 10 -12 19 -14 16 -16 -17 -18 -19 -20 -21
leaf_value=0.00055006337460891859 -0.001832517734003173 -0.00088813197383862163 0.00015494178496590737 0.0034734849026133987 0.0037751922284211771 0.00046350663270573392 0.0014561904316402917 0.0043593250774665096 0.0020597900000351539 0.0017060570266630077 -0.0010478246266406759 0.0023827733527602727 0.0038072001551410174 0.0030972371399949077 -6.4818814916992246e-05 0.0026391488417428425 0.00075806257640591095 0.0011240237172521501 0.0019922992343956135 0.0016350990836278751
leaf_weight=72 52 53 52 55 52 57 52 63 1757 72 52 55 59 71 76 64 54 52 59 52
leaf_count=72 52 53 52 55 52 57 52 63 1757 72 52 55 59 71 76 64 54 52 59 52
internal_value=0 0.0019086 0.00140992 0.00165711 0.00203655 0.00208474 0.000271971 0.00212744 0.00208678 0.00201656 0.000550446 0.00288767 0.00211661 0.00215894 0.000896022 0.00152635 0.00185219 0.0021763 0.00259649 0.0020203
internal_weight=0 2879 588 483 2291 2219 105 2162 2110 1940 124 170 1816 291 192 116 236 182 130 107
internal_count=2931 2879 588 483 2291 2219 105 2162 2110 1940 124 170 1816 291 192 116 236 182 130 107
is_linear=0
shrinkage=0.00880303


Tree=1826
num_leaves=21
num_cat=0
split_feature=1 1 12 39 1 3 39 12 3 3 12 13 15 3 0 0 157 12 12 133
split_gain=97.4184 18.9969 12.482 10.4912 11.187 6.21019 7.66426 5.58481 4.1451 3.3888 3.32848 3.07826 3.81978 2.59588 2.14725 2.04768 1.91903 1.73174 1.48631 0.928349
threshold=0.10398500000000001 0.13074500000000003 0.089135000000000006 0.0039300000000000003 0.088035000000000016 0.31395500000000004 0.08955500000000001 0.098595000000000016 0.10265000000000001 -0.011259999999999997 0.095980000000000024 0.036560000000000002 0.039965000000000007 0.11500500000000001 -0.0058249999999999994 -0.070134999999999989 -0.081534999999999982 0.11819000000000002 0.10700500000000002 0.12599500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 7 -5 6 -3 8 11 -2 -4 14 -13 -11 15 16 -1 18 19 -9
right_child=1 5 10 4 -6 -7 -8 17 -10 13 -12 12 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0030606015953485209 0.0011968153581832148 0.0019417441232478761 0.0029767423995570347 0.0026368944449944075 0.0011714485479806217 0.00043595916630741237 0.00082155897116501138 0.0022134633331907781 0.0020719667838116824 0.0020913407714725418 0.0021942225371124643 0.0020735178857494091 0.0028486882520506224 0.0014452474519985026 0.0033096452779054603 0.0024375986797500323 0.0027876872766527134 0.0020656213868857393 0.0027522238285797992 0.0026226559719226975
leaf_weight=187 100 66 52 73 59 80 91 103 53 83 100 82 78 74 54 93 1280 73 96 54
leaf_count=187 100 66 52 73 59 80 91 103 53 83 100 82 78 74 54 93 1280 73 96 54
internal_value=0 0.00156719 0.00189372 0.00266721 0.00198209 0.00100357 0.00129263 0.0027092 0.0027631 0.00155745 0.0024621 0.00278374 0.00245158 0.00178698 0.00281665 0.00279957 0.00282249 0.00240704 0.00250544 0.00235437
internal_weight=0 646 409 2285 132 237 157 2153 1827 257 152 1774 160 157 1614 1560 1467 326 253 157
internal_count=2931 646 409 2285 132 237 157 2153 1827 257 152 1774 160 157 1614 1560 1467 326 253 157
is_linear=0
shrinkage=0.00250084


Tree=1827
num_leaves=23
num_cat=0
split_feature=10 4 10 4 4 4 43 12 12 483 43 12 48 16 15 16 39 13 15 13 42 43
split_gain=4.75735 1.95834 1.69365 1.48852 2.40223 1.5642 1.4329 2.64453 1.7137 2.08608 1.89038 2.44687 1.88709 1.74918 2.89505 5.84317 1.19192 1.11067 1.37783 1.02727 0.66567 1.43709
threshold=-0.089679999999999982 0.25367000000000006 -1.0000000180025095e-35 0.42642000000000008 0.51292000000000015 0.31392000000000003 0.0049250000000000014 0.085945000000000008 0.09253500000000002 -0.095084999999999989 -0.14029999999999995 0.085425000000000015 -0.072384999999999991 0.20277000000000003 -0.069034999999999985 0.51381500000000013 0.08252000000000001 -0.0023899999999999993 -0.058859999999999989 -0.057284999999999996 -0.097789999999999988 -0.084879999999999983
decision_type=2 2 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 5 -5 -3 8 -8 9 -4 11 -11 -12 20 -15 -16 -6 18 -9 -20 -10 -22
right_child=1 3 6 4 16 -7 7 17 13 10 12 -13 -14 14 15 -17 -18 -19 19 -21 21 -23
leaf_value=-0.00049291056814050117 0.00046516299159498974 0.0017243763962701908 0.0047055141721205748 0.0036417848899572849 -0.0002150697137797422 -0.00053130492642106152 -2.2419441092588273e-05 0.0041896804271591963 0.0036485441818918493 0.0054584663516417916 0.0046606458031078326 0.0022274966291267535 0.002418971593933041 0.0029916407378849375 -0.0029435758188032434 0.0022626615601540247 0.0022350174532503927 0.00084496413959451089 0.001570388817333809 0.003280994197604992 0.00096111305794476269 0.0027453949207733677
leaf_weight=88 62 86 70 82 54 80 86 57 54 70 53 58 1218 67 52 66 53 61 140 72 85 217
leaf_count=88 62 86 70 82 54 80 86 57 54 70 53 58 1218 67 52 66 53 61 140 72 85 217
internal_value=0 0.00224812 0.00236335 0.00144017 0.00214534 0.000636554 0.00241181 0.00179029 0.00254038 0.00274642 0.00264831 0.0039954 0.00251255 0.00198068 0.0010633 -3.05617e-05 0.000997366 0.00226307 0.00258419 0.00215193 0.00245706 0.00224361
internal_weight=0 2843 2488 355 189 166 2426 416 2010 1469 1399 128 1271 541 185 118 107 330 269 212 356 302
internal_count=2931 2843 2488 355 189 166 2426 416 2010 1469 1399 128 1271 541 185 118 107 330 269 212 356 302
is_linear=0
shrinkage=0.0116154


Tree=1828
num_leaves=13
num_cat=0
split_feature=1 3 97 12 12 151 1 12 3 13 1 48
split_gain=4.14368 2.41555 2.09368 2.05631 1.71597 2.03274 2.03023 2.20278 2.12651 1.56812 0.94846 0.896423
threshold=0.14293000000000003 0.143375 -0.0047149999999999996 -0.11319999999999998 -0.083979999999999985 0.055120000000000009 0.121715 -0.014854999999999998 0.10402500000000002 -0.052719999999999996 0.089245000000000005 0.084260000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 11 6 7 -6 -9 -8 -7 -5
right_child=1 -3 3 4 5 10 9 8 -10 -11 -12 -13
leaf_value=-0.00022720884403029226 0.0012111296408582877 -0.0018055022021300764 0.0035474701621860186 -0.00039782111458823996 0.003709450906331303 0.0021641959010853542 -0.00075648072201519841 0.0017584025548173332 0.00025438146612287172 0.0015932943965301066 0.0041315425600679566 0.0013419946939474525
leaf_weight=60 55 58 64 61 59 53 63 2178 105 58 52 65
leaf_count=60 55 58 64 61 59 53 63 2178 105 58 52 65
internal_value=0 -0.000336256 0.00167724 0.00171871 0.00167523 0.00173291 0.0016729 0.00174022 0.00168928 0.000368948 0.00313955 0.000498829
internal_weight=0 113 2818 2758 2694 2568 2463 2342 2283 121 105 126
internal_count=2931 113 2818 2758 2694 2568 2463 2342 2283 121 105 126
is_linear=0
shrinkage=0.0103142


Tree=1829
num_leaves=32
num_cat=0
split_feature=1 1 12 12 12 1 1 1 40 12 12 42 12 49 12 52 52 50 52 50 12 1 11 42 1446 42 160 51 484 133 1
split_gain=127.059 24.3132 18.0954 8.11996 7.35072 5.80012 6.22374 5.54316 3.87519 3.30108 3.07977 2.9293 2.71387 2.44465 2.05947 1.75732 1.33108 1.72013 3.67792 2.11157 1.28505 1.10659 1.31437 1.34834 2.19278 1.55016 1.48631 0.920857 0.82395 0.673725 0.623047
threshold=0.10398500000000001 0.12700000000000003 0.088365000000000013 0.056995000000000011 0.091545000000000015 0.087545000000000026 1.0000000180025095e-35 0.15390500000000004 -0.025204999999999995 0.095295000000000019 0.11755500000000001 -0.0070449999999999992 -1.0000000180025095e-35 0.082820000000000019 -0.085549999999999973 -0.068039999999999975 -0.092854999999999979 0.078915000000000013 0.013340000000000001 0.111725 -0.014854999999999998 0.090300000000000005 1.0000000180025095e-35 0.087065000000000017 0.083705000000000016 0.089110000000000009 -0.014989999999999998 -0.18513499999999997 1.0000000180025095e-35 0.035950000000000003 0.092985000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 21 6 11 12 -7 -4 13 -1 14 16 -3 -2 -6 18 -18 -19 -17 22 23 24 28 26 -25 -15 -5 -27 -10
right_child=1 7 9 4 10 8 -8 -9 30 -11 -12 -13 -14 27 -16 20 17 19 -20 -21 -22 -23 -24 25 -26 29 -28 -29 -30 -31 -32
leaf_value=0.0025616299841466853 0.0011996408219572209 0.0011770393385947967 0.0028822658479472139 0.0028134288819070146 0.0028798976953485714 0.0014840387557525632 0.0030269729644609921 0.00033269831371113593 0.0020400864587476458 0.0021900170670073769 0.0020443536826624149 0.0018270301652010225 0.0013970554107869226 0.0024908903113494566 0.00056767541748443907 0.0018309306113014892 0.0021074802163279305 0.0030005184926257052 0.0026240388249268161 0.0024504876226896124 0.0014038299033348512 0.0024842730674476191 0.0031168963688808838 0.0022470382799950057 0.0032140725056127488 0.0026651172774949262 0.0026845921811005304 0.0021251204038004101 0.0026112274147747248 0.0029500527748469703 0.0023632360108220341
leaf_weight=56 91 57 52 534 71 52 80 56 58 100 74 52 95 57 53 64 101 78 212 63 78 70 54 74 62 102 82 89 127 73 64
leaf_count=56 91 57 52 534 71 52 80 56 58 100 74 52 95 57 53 64 101 78 212 63 78 70 54 74 62 102 82 89 127 73 64
internal_value=0 0.00147592 0.0018307 0.00259143 0.00264894 0.00228584 0.00255671 0.000952493 0.00199304 0.002427 0.00247599 0.00220815 0.00112169 0.00252355 0.000883652 0.0014416 0.00259455 0.00254988 0.00245743 0.00275493 0.00159649 0.00275831 0.0027756 0.00275809 0.00281233 0.00263953 0.00247719 0.00226808 0.00277462 0.00278411 0.0022098
internal_weight=0 646 385 2285 1923 362 188 261 174 152 745 108 205 671 110 233 525 454 313 141 142 1178 1108 1054 723 331 156 146 661 175 122
internal_count=2931 646 385 2285 1923 362 188 261 174 152 745 108 205 671 110 233 525 454 313 141 142 1178 1108 1054 723 331 156 146 661 175 122
is_linear=0
shrinkage=0.00222067


Tree=1830
num_leaves=25
num_cat=0
split_feature=2 403 13 11 16 13 48 4 133 16 133 156 16 16 16 13 4 43 39 2 1 1212 16 51
split_gain=7.28045 2.5519 3.21274 2.84348 3.85638 3.50178 2.39945 2.40936 2.59447 2.35826 2.06287 3.82521 1.91758 1.83658 2.42876 2.29137 1.74215 2.29525 1.5741 1.95202 1.21074 1.6857 0.975598 0.852749
threshold=0.098655000000000007 0.021625000000000002 0.11023500000000001 0.08184000000000001 -0.014854999999999998 -0.089359999999999981 -0.065059999999999993 -0.085594999999999991 -0.032744999999999989 -0.20132999999999998 0.08653000000000001 0.10253500000000002 0.0044600000000000013 -0.50318999999999992 -0.4193599999999999 -0.096079999999999985 0.41248000000000007 -0.025879999999999997 0.08511500000000001 -1.0000000180025095e-35 0.079440000000000024 0.039445000000000008 0.16094000000000003 -0.025904999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 9 -1 8 -8 -2 11 22 20 -9 -15 -16 17 -7 19 -17 21 -10 -6 -14
right_child=1 -3 -4 -5 10 16 7 13 12 -11 -12 -13 23 14 15 18 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00011194543960892125 0.00098830047266488846 0.0023968981792784512 -0.0013035690989964435 0.0023734823555543244 -0.0032294718526003621 0.0010194054909140559 0.00079938333247713466 0.0030709766144477917 0.00077336399465060233 -0.0018700206285903076 0.00065900679182425369 0.00094320598989953541 0.0029644306434290536 -0.00038288843372589256 0.0031902637579883171 0.0033809656979566778 0.00044291091824340078 0.0032323524124099686 0.00012317783488761263 0.0015198753684844671 0.0035413800343094058 0.003092113128142769 -0.0013222425889594595 0.0046730175449337091
leaf_weight=89 61 74 89 87 52 83 71 81 74 53 100 56 53 62 86 58 73 104 75 1280 52 53 54 64
leaf_count=89 61 74 89 87 52 83 71 81 74 53 100 56 53 62 86 58 73 104 75 1280 52 53 54 64
internal_value=0 0.000634123 0.000473346 0.000692227 0.000462077 0.00110827 0.00170609 0.00177666 0.00250337 -0.00033964 -0.000459953 -0.00115132 0.00291174 0.00161417 0.00153851 0.00161805 0.00174354 0.0022507 0.00152228 0.00160063 0.00226522 0.00174186 -0.00225886 0.00389995
internal_weight=0 886 812 723 636 374 2098 2009 367 114 262 162 296 1642 1561 1499 260 187 1413 1338 179 127 106 117
internal_count=2984 886 812 723 636 374 2098 2009 367 114 262 162 296 1642 1561 1499 260 187 1413 1338 179 127 106 117
is_linear=0
shrinkage=0.00991364


Tree=1831
num_leaves=23
num_cat=0
split_feature=1 52 39 52 1 1 3 12 3 12 16 14 51 52 49 48 52 11 1 16 3 51
split_gain=200.415 36.0854 28.0135 21.6105 15.4628 9.70389 7.64884 7.50678 7.44379 6.93049 6.09902 5.75887 4.97889 7.47734 3.94401 4.21366 4.46686 4.31664 2.85679 2.20548 0.983953 0.338887
threshold=0.10398500000000001 -0.41694999999999993 0.0047850000000000011 0.19121000000000002 0.12765500000000005 0.088035000000000016 0.31395500000000004 0.11697000000000002 0.092005000000000017 0.092675000000000021 -0.27157999999999993 0.056865000000000006 0.080080000000000026 -0.069059999999999996 0.097940000000000013 0.093225000000000016 -0.0037699999999999995 0.077905000000000016 0.08864000000000001 -0.53342999999999996 -0.086284999999999987 -0.0064149999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 9 -4 10 8 11 12 -6 14 13 -3 15 17 -17 -1 -10 -15 -16 -22
right_child=1 3 5 -5 6 -7 -8 -9 18 -11 -12 -13 -14 19 20 16 -18 -19 -20 -21 21 -23
leaf_value=0.0031422824590007078 0.0031297302570706394 0.00028356217364707047 0.0024873047400665823 0.0027543686191141888 0.00044777957106444344 0.0010937395140480386 -3.1982120438504201e-05 0.0023249403844952301 0.0028585463461721105 0.0021761359785672507 0.0014220713337720968 0.0037830742104784407 0.0018606161908144689 0.0010173197604416567 0.0030118937943792536 0.003151755932366552 0.0021362830625966745 0.0038281561899869117 0.0020603218286634598 0.0016904646283227055 0.0025245525389006986 0.0027899733724146151
leaf_weight=1539 71 55 68 54 82 58 77 84 57 67 79 80 65 55 67 56 53 60 56 69 77 55
leaf_count=1539 71 55 68 54 82 58 77 84 57 67 79 80 65 55 67 56 53 60 56 69 77 55
internal_value=0 0.00144312 0.00299315 0.00124449 0.00109593 0.00184603 0.000615962 0.00305931 0.00308868 0.00146315 0.000926014 0.00312423 0.00126726 0.00105164 0.00309658 0.00313552 0.00265824 0.00316804 0.0024632 0.00139211 0.00276226 0.00263535
internal_weight=0 674 2310 603 549 126 238 2184 2100 311 161 1987 244 179 1907 1708 109 1599 113 124 199 132
internal_count=2984 674 2310 603 549 126 238 2184 2100 311 161 1987 244 179 1907 1708 109 1599 113 124 199 132
is_linear=0
shrinkage=0.00250084


Tree=1832
num_leaves=23
num_cat=0
split_feature=4 1 12 3 0 3 3 3 16 14 16 52 4 14 16 42 4 12 12 16 3 3
split_gain=154.002 42.6256 25.126 15.0915 9.96782 7.70105 6.94272 6.83037 5.35935 5.14564 4.91003 9.87409 4.27016 3.99483 7.484 3.03958 3.03303 2.74344 3.07493 1.98417 1.65355 0.925419
threshold=0.31392000000000003 0.10075500000000003 0.085075000000000026 0.35004500000000011 -0.066934999999999981 0.092005000000000017 -0.011629999999999998 0.28833000000000003 0.31625000000000009 0.073890000000000011 0.066010000000000013 0.0054700000000000009 0.053925000000000008 -0.44847999999999993 -0.43708999999999992 0.088685000000000014 -0.46195999999999998 -0.0066799999999999993 0.056995000000000011 -0.11807499999999999 -0.087544999999999998 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 13 5 9 -3 -8 -4 12 11 -6 17 -2 15 -15 -12 -1 -19 21 -10 -14
right_child=3 2 8 -5 10 -7 7 -9 20 -11 16 -13 19 14 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.0035533362270815838 0.0018132243592947784 0.000954753786370088 0.002271981335116008 -0.00016119557905362118 0.0013567955929265835 0.0020900264531184291 0.0022552853570502332 0.0011716371415181732 0.0033646004140786539 0.0036046638801981359 0.0030706941282408985 0.0027041825225436827 0.0030497974431605256 0.00161884395164732 0.00030970334676232143 0.00093190834981427635 0.0024644078753133236 0.002441788803475421 0.0030250809082370779 0.0022856658916712478 0.0027612732370832565 0.0026428260723092966
leaf_weight=57 57 84 98 56 55 57 91 57 55 83 99 81 58 99 56 64 101 57 1414 64 56 85
leaf_count=57 57 84 98 56 55 57 91 57 55 83 99 81 58 99 56 64 101 57 1414 64 56 85
internal_value=0 0.00277032 0.00207411 0.000998886 0.00290917 0.00297893 0.00151839 0.00183811 0.00269087 0.00300679 0.00251978 0.00215948 0.00297817 0.00123436 0.00108358 0.00134929 0.00276465 0.00302306 0.0030025 0.00264668 0.00306046 0.00280807
internal_weight=0 2652 441 332 2211 1875 232 148 209 1818 336 136 1735 276 219 163 200 1528 1471 207 111 143
internal_count=2984 2652 441 332 2211 1875 232 148 209 1818 336 136 1735 276 219 163 200 1528 1471 207 111 143
is_linear=0
shrinkage=0.0024518


Tree=1833
num_leaves=20
num_cat=0
split_feature=4 2 12 4 14 2 15 42 132 403 4 12 12 50 15 12 4 2 12
split_gain=223.97 61.1011 45.6067 13.2669 11.9316 11.8748 8.6897 6.19046 6.12733 4.73607 3.47972 3.02612 2.94563 1.75971 1.75446 1.58469 1.32668 1.06041 1.8608
threshold=0.31392000000000003 0.14132000000000003 -1.0000000180025095e-35 -0.011209999999999999 0.064610000000000015 0.14744000000000002 0.025430000000000005 -1.0000000180025095e-35 0.089275000000000007 -0.081224999999999992 -0.44205499999999992 -0.084509999999999988 0.091290000000000024 0.08461500000000001 -0.43587999999999999 0.083785000000000012 0.41464000000000006 0.10433000000000002 0.10383500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 11 8 -5 9 -4 -11 -2 13 15 -13 -8 -16 18 -14
right_child=5 -3 4 7 -6 -7 12 -9 -10 10 -12 14 17 -15 16 -17 -18 -19 -20
leaf_value=0.001884973544616032 0.0010996000094914342 0.0014890904525725788 0.0031781457105261148 0.0039822327750401731 0.0050421365142125849 0.00025770627685341174 0.0046459459314280574 0.0027710337109035331 0.003010392542063331 0.0043575366925314146 0.0038495070270664501 0.002117904311520204 0.004012741476416469 0.0046659841957104381 0.0018680869996365512 0.004165981384761072 0.0012314690199079588 0.0043354433260602912 0.0034431806535927668
leaf_weight=98 76 91 79 58 89 71 67 88 75 127 962 76 281 93 54 426 55 60 58
leaf_count=98 76 91 79 58 89 71 67 88 75 127 962 76 281 93 54 426 55 60 58
internal_value=0 0.00380281 0.00388501 0.00270332 0.00400944 0.00129987 0.00396818 0.00325241 0.00380819 0.00385939 0.00390878 0.00158326 0.00417004 0.00430031 0.00178178 0.00423127 0.00154714 0.00397863 0.00391539
internal_weight=0 2652 2561 244 2317 332 2228 146 1243 1168 1089 261 985 586 185 493 109 399 339
internal_count=2984 2652 2561 244 2317 332 2228 146 1243 1168 1089 261 985 586 185 493 109 399 339
is_linear=0
shrinkage=0.00287267


Tree=1834
num_leaves=23
num_cat=0
split_feature=4 2 150 2 2 2 0 3 0 1375 0 3 4 4 49 48 4 3 2 2 4 43
split_gain=131.791 48.1862 25.4971 20.7204 17.9629 12.1568 10.0429 7.9092 7.62431 6.47851 7.74442 5.0631 4.50239 3.04966 3.35613 2.70378 5.95578 2.63784 4.02296 2.58739 1.87615 0.492159
threshold=0.31392000000000003 0.099845000000000003 0.082085000000000019 0.14132000000000003 -0.007134999999999999 0.14744000000000002 -0.070134999999999989 -0.13827999999999999 -0.13619499999999998 -0.092979999999999993 -0.14920999999999998 0.081495000000000012 0.024470000000000002 -0.071659999999999988 0.098965000000000011 0.093225000000000016 -0.39175499999999991 -0.0024599999999999995 0.10251500000000001 0.10836000000000003 0.13995000000000002 -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
left_child=1 4 3 7 6 17 -1 -3 -9 -6 11 -11 15 -10 -15 16 -12 19 -19 -2 21 -14
right_child=5 2 -4 -5 9 -7 -8 8 13 10 12 -13 20 14 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.0037538289123123045 0.0028923067497455381 0.004272511377231383 0.0017590929246854038 0.0018857662617938965 0.0030888055516568561 0.00091907810921100009 0.0021747173390990553 0.0024726434524365479 0.0029430795982245571 0.0052300322097340339 0.0048209454425212012 0.0041319240834362279 0.0035917890690894739 0.0038531382654397222 0.0032186608359379564 0.0035721268957603293 0.0040092145786355705 0.0013355146513142635 0.0022989348867848915 0.0021150244605219366 0.0039669618208089934 0.0032437753624739844
leaf_weight=55 57 80 93 67 57 71 64 63 59 61 70 63 54 172 96 94 1367 53 80 71 62 75
leaf_count=55 57 80 93 67 57 71 64 63 59 61 70 63 54 172 96 94 1367 53 80 71 62 75
internal_value=0 0.00372227 0.00306836 0.00329505 0.003926 0.00191294 0.0029048 0.00349589 0.0033365 0.00398984 0.00401765 0.00467236 0.00397049 0.00350285 0.00362597 0.00401953 0.00404878 0.00218319 0.00191523 0.00246138 0.00357722 0.00338968
internal_weight=0 2652 630 537 2022 332 119 470 390 1903 1846 124 1722 327 268 1531 1437 261 133 128 191 129
internal_count=2984 2652 630 537 2022 332 119 470 390 1903 1846 124 1722 327 268 1531 1437 261 133 128 191 129
is_linear=0
shrinkage=0.00270699


Tree=1835
num_leaves=20
num_cat=0
split_feature=4 1375 48 52 13 4 52 12 0 1 1 1 156 4 1 0 13 52 52
split_gain=6.4129 2.90302 2.49198 2.43789 2.21178 3.76466 2.94306 4.10175 2.23247 2.12728 1.84321 2.9045 1.71003 1.61855 1.59246 1.43483 1.13883 0.801409 0.601835
threshold=0.31392000000000003 -0.093609999999999985 -0.087924999999999989 0.12371000000000001 0.055610000000000007 -0.39175499999999991 -0.087604999999999988 0.086260000000000017 -0.061674999999999994 0.11561500000000001 0.11206000000000001 0.13130500000000003 0.090625000000000011 -0.051094999999999995 0.10378000000000001 -0.061674999999999994 0.076825000000000018 0.089455000000000021 -0.40891499999999997
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 10 5 -4 18 -8 12 13 -2 -12 14 -10 -7 -13 -9 -18 -6
right_child=3 2 4 -5 6 8 7 16 9 -11 11 15 -14 -15 -16 -17 17 -19 -20
leaf_value=-6.5336010781872451e-05 -0.0014381643167424741 0.004277538241256899 0.0041602745781345197 0.0025778579732767589 0.0019080054429986895 0.0023895322863693781 -0.0020287593047439447 5.1986146987004945e-05 -0.00098295166299259759 0.0025429300395168122 0.0021648650829819743 0.00053228031356960864 0.00084995502173732548 0.0013669614412265632 0.001304953596142918 -0.0017474157177781535 0.0010441317174774041 0.0027898317888355425 0.0033454184024141204
leaf_weight=69 66 58 103 52 74 1586 52 52 62 68 79 74 97 68 166 52 58 59 58
leaf_count=69 66 58 103 52 74 1586 52 52 62 68 79 74 97 68 166 52 58 59 58
internal_value=0 0.0020625 0.00211988 0.000491261 0.00206983 0.00219663 0.00129726 0.000554207 0.00209777 0.001035 9.04661e-05 0.000583158 0.00221151 0.00024537 0.00228683 -0.000407655 0.00134963 0.0019254 0.00254045
internal_weight=0 2630 2561 323 2503 2150 353 221 2047 198 271 205 1849 130 1752 126 169 117 132
internal_count=2953 2630 2561 323 2503 2150 353 221 2047 198 271 205 1849 130 1752 126 169 117 132
is_linear=0
shrinkage=0.0105204


Tree=1836
num_leaves=24
num_cat=0
split_feature=2 3 2 51 0 12 0 3 2 39 3 52 0 49 3 12 2 48 3 3 12 2 2
split_gain=4.41212 2.86345 2.53022 2.18384 2.12038 2.06012 4.00351 3.2855 2.42055 1.97575 1.50496 1.46355 2.5164 1.74422 1.80882 1.63495 1.31833 1.13462 1.08992 0.991938 0.719256 0.658188 0.682433
threshold=0.10334500000000001 -0.15288999999999997 -0.10238999999999998 0.097700000000000023 -0.080944999999999975 0.090745000000000006 -0.014704999999999998 0.15937000000000004 0.12623500000000001 0.084950000000000012 0.10166000000000001 -0.092084999999999986 -0.060094999999999989 0.088365000000000013 0.084670000000000009 0.082595000000000016 0.11098000000000001 0.10168500000000001 -0.078384999999999996 -0.015474999999999997 0.085465000000000013 0.090835000000000013 0.082690000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 5 -1 6 7 9 16 19 11 15 13 14 -13 -4 -7 -5 -18 -2 -15 22 -17
right_child=3 2 10 17 -6 8 -8 -9 -10 -11 -12 12 -14 20 -16 21 18 -19 -20 -21 -22 -23 -24
leaf_value=0.0041113290959907305 -0.0016557375691191147 -0.0002608131568639039 0.0029793042358818417 0.0024479779087272558 0.0016973460953475066 0.00065797802173128705 -0.0020472185991914963 0.0021498538011312835 -0.00025972226042434793 0.00088221181032843504 0.0027823921047415989 0.0015587573532762063 -0.00017367769205328445 -0.00024563076672990574 -6.5555753253065111e-05 0.0018681612037713309 0.0028864742694422007 0.00083557512327061731 0.0012551008589872287 -0.00010319430776135059 0.00095835659561771037 0.0022621979665870691 0.00079246182663697507
leaf_weight=52 52 65 85 73 57 74 56 67 74 100 63 1324 80 55 53 84 65 59 58 75 112 77 93
leaf_count=52 52 65 85 73 57 74 56 67 74 100 63 1324 80 55 53 84 65 59 58 75 112 77 93
internal_value=0 0.00148525 0.00141407 0.000719592 0.00284982 0.0005051 6.74141e-05 0.000470515 0.00107004 -2.47434e-05 0.00146785 0.00142562 0.00131778 0.00139511 0.00149617 0.00194198 0.00157001 0.00172798 0.00211796 -0.000739607 0.000561282 0.00159448 0.00130348
internal_weight=0 2200 2091 753 109 621 350 294 271 227 2026 1963 1624 1544 1377 339 197 132 123 127 167 254 177
internal_count=2953 2200 2091 753 109 621 350 294 271 227 2026 1963 1624 1544 1377 339 197 132 123 127 167 254 177
is_linear=0
shrinkage=0.00863042


Tree=1837
num_leaves=24
num_cat=0
split_feature=1 3 0 4 3 3 4 3 49 1375 3 1 1 0 0 16 1 1 3 3 13 51 3
split_gain=190.321 51.0951 19.8105 17.4112 13.1769 18.491 12.9183 10.94 9.39365 7.57289 6.65752 5.61211 4.48064 4.17908 3.80414 3.76456 3.01941 2.97524 2.9341 2.7259 1.77605 1.71404 1.23957
threshold=0.10075500000000003 -0.049204999999999992 0.060910000000000006 0.41552000000000006 0.31351000000000001 0.076825000000000018 0.043640000000000005 -0.14326499999999995 -0.0080149999999999978 -0.092979999999999993 -0.15288999999999997 0.083670000000000008 0.13130500000000003 -0.20489499999999997 -0.079249999999999987 -0.38959499999999997 0.092235000000000025 0.11215000000000001 -0.073444999999999983 -0.095554999999999987 -0.071389999999999995 -0.093449999999999991 -0.081184999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 8 5 12 7 -1 -2 -9 -10 15 17 -7 16 -8 21 -3 -17 -16 -12 -11 -21
right_child=1 4 -4 -5 -6 13 11 9 10 14 20 -13 -14 -15 19 18 -18 -19 -20 22 -22 -23 -24
leaf_value=0.0044556630107541531 0.0019452492183022138 0.00091332699358670011 0.0020882911700760816 0.0013848617682260991 0.00037464195413337929 0.0016636218491692879 0.0035130073438835534 0.0024289727046663714 0.0039267069877290178 0.0040087252606120201 0.0024946195540990947 0.0021120275911198174 0.00048644080501490281 0.0026444195677777032 0.0026906587698828678 0.0031715132496303857 0.002936816318980239 0.0016777165341864968 0.0024234338356613522 0.0035684727918597636 0.0031461079417708618 0.0035674632282263617 0.0032528035516325555
leaf_weight=83 52 78 87 64 103 52 88 52 68 70 53 56 80 83 52 80 54 72 75 134 75 1037 305
leaf_count=83 52 78 87 64 103 52 88 52 68 70 53 56 80 83 52 80 54 72 75 134 75 1037 305
internal_value=0 0.00179589 0.00335477 0.00264452 0.00123008 0.0014714 0.00340757 0.00349479 0.00296947 0.00344797 0.00324106 0.00288623 0.00100438 0.00226684 0.00348002 0.00306453 0.00356479 0.00128043 0.00280973 0.00327954 0.00287658 0.00359539 0.00334922
internal_weight=0 780 2173 312 468 365 2086 1787 248 1704 196 299 230 135 1652 243 1161 150 155 491 128 1107 439
internal_count=2953 780 2173 312 468 365 2086 1787 248 1704 196 299 230 135 1652 243 1161 150 155 491 128 1107 439
is_linear=0
shrinkage=0.00270699


Tree=1838
num_leaves=21
num_cat=0
split_feature=15 2 124 2 2 151 52 3 52 11 2 3 3 52 48 3 3 474 52 15
split_gain=216.63 101.109 27.4274 26.8321 13.2569 12.1256 9.45111 7.86112 7.97801 7.60081 8.55637 6.78912 6.37823 6.10171 3.30022 2.58447 2.08537 1.99512 1.19689 0.750024
threshold=-0.24211499999999997 0.11366500000000002 -0.083859999999999976 0.14808000000000002 0.099845000000000003 -0.039414999999999999 0.12432000000000001 -0.13117499999999996 0.089455000000000021 0.07677500000000001 -1.0000000180025095e-35 -0.0024599999999999995 -0.031895 -0.091329999999999981 0.085265000000000021 -0.081084999999999977 -0.11211999999999998 0.085435000000000025 -0.23047999999999999 -0.46483499999999994
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 14 5 9 -3 11 -6 13 10 -4 -1 18 -9 -2 16 -12 -17 -7 -13
right_child=1 3 4 -5 7 12 -8 8 -10 -11 15 19 -14 -15 -16 17 -18 -19 -20 -21
leaf_value=0.00047683041837801596 0.0019789467095060942 0.0006594389622388404 0.0020082295045943835 3.1536046615927533e-05 0.0030266433687268102 0.0025573090837798193 0.0011389472535041089 0.002416858377125645 0.00277945280717706 0.0035724731810974734 0.0025733293952025166 -0.00022914816322170873 0.0013138858896882717 0.0014395223382476223 0.0011239176188280894 0.0028140498591111129 0.0030005212956525922 0.0023131957353339223 0.0020832836069482621 -0.00062965969448353348
leaf_weight=88 55 54 69 76 78 52 52 63 77 94 75 56 62 99 54 697 956 52 87 57
leaf_count=88 55 54 69 76 78 52 52 63 77 94 75 56 62 99 54 697 956 52 87 57
internal_value=0 0.00258003 0.00275739 0.00131057 0.00281534 0.00169167 0.000207262 0.00235 0.00212906 0.00289124 0.0028566 -3.36409e-05 0.00196885 0.00181976 0.00155559 0.00288947 0.00296947 0.00277931 0.00226081 -0.000431408
internal_weight=0 2700 2369 331 2260 255 253 317 239 1943 1849 201 201 162 109 1780 1031 749 139 113
internal_count=2953 2700 2369 331 2260 255 253 317 239 1943 1849 201 201 162 109 1780 1031 749 139 113
is_linear=0
shrinkage=0.0024518


Tree=1839
num_leaves=20
num_cat=0
split_feature=4 49 151 42 399 150 123 15 49 401 0 49 49 0 49 159 15 0 42
split_gain=5.15765 2.44835 3.19522 5.3242 1.72774 1.57092 2.53174 1.52985 1.51377 1.28543 1.36214 1.16893 2.20389 0.903358 0.894505 0.706661 0.626999 0.930175 0.585831
threshold=0.31392000000000003 -0.16404499999999997 0.015440000000000001 0.079335000000000003 -0.068639999999999993 0.081245000000000026 0.091310000000000016 -0.43091499999999999 0.099620000000000014 0.080710000000000018 -0.079324999999999993 -0.064334999999999989 -0.011669999999999998 -0.13165999999999997 0.13281000000000001 0.10516000000000002 -0.095244999999999982 -0.077104999999999993 -0.026374999999999999
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 -3 6 7 15 9 11 18 13 -13 -6 16 -2 -10 -18 -11
right_child=5 2 3 -5 8 -7 -8 -9 14 10 -12 12 -14 -15 -16 -17 17 -19 -20
leaf_value=0.0044793026277523858 0.00094060501873631356 0.004118233111615425 -0.0027454591502891982 0.0026721835164910273 -0.00010782370668338141 0.0020058142316230149 0.0023085587027758814 -0.002012228705073203 0.0016629672845068233 0.0026057229617753386 0.0013033025244676894 0.0042665904307360022 0.0020289873901172522 0.0016806997512257213 0.0021154515966677928 -0.00090778581339339402 -0.0010076637076069841 0.0011095968288714171 0.0041214288039690674
leaf_weight=58 72 58 54 52 60 70 53 76 63 60 52 67 1654 131 97 52 54 69 101
leaf_count=58 72 58 54 52 60 70 53 76 63 60 52 67 1654 131 97 52 54 69 101
internal_value=0 0.0020222 0.00196674 -8.65306e-05 0.00205505 0.00040356 -3.92413e-05 -0.000662053 0.00200531 0.00211596 0.00300769 0.00201655 0.00211617 0.00111818 0.001174 0.000164433 0.00068234 0.000179019 0.00355737
internal_weight=0 2630 2572 106 2466 323 253 200 2408 2125 213 1912 1721 191 283 124 186 123 161
internal_count=2953 2630 2572 106 2466 323 253 200 2408 2125 213 1912 1721 191 283 124 186 123 161
is_linear=0
shrinkage=0.0120847


Tree=1840
num_leaves=27
num_cat=0
split_feature=1 3 47 1 1 3 2 11 16 1 3 3 2 2 3 13 47 2 129 475 3 133 133 13 1 52
split_gain=236.653 34.9998 33.9901 29.1983 13.5574 12.3961 11.9704 9.08125 8.76899 6.25828 5.64299 5.19534 4.8687 4.6862 4.22153 3.07272 2.675 2.95984 2.28042 3.22102 2.19144 1.58068 1.49573 1.4184 1.12171 0.703416
threshold=0.11690500000000002 -0.031895 0.085585000000000008 0.09258000000000001 0.13662500000000002 -0.011629999999999998 0.095850000000000005 0.080455000000000013 -0.061024999999999989 0.10509 0.093925000000000022 -0.12711499999999995 0.088005000000000014 0.11231500000000001 0.3148450000000001 -0.0042049999999999995 0.102035 0.08895500000000002 0.090290000000000023 -0.065099999999999977 -0.020049999999999995 0.066685000000000008 0.070495000000000016 -0.082644999999999982 0.092985000000000012 0.13248000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 10 20 -5 7 11 -4 18 12 -1 -3 15 -6 -7 17 21 19 -8 -2 -13 -19 -21 -18 -25
right_child=2 3 8 5 14 13 9 -9 -10 -11 -12 16 -14 -15 -16 -17 24 22 -20 23 -22 -23 -24 25 -26 -27
leaf_value=0.0033633562408690639 0.0020843608317969039 0.0047135776219775589 0.0020110680635369001 0.0015022437587961434 0.00087755960989705319 0.0027199596204769824 0.0043759618211394423 0.0050833431269965102 0.0034907752546421444 0.002731462177155084 0.0032719967741977494 0.0042507142031017455 0.0037608574807145244 0.0023577046045760615 -7.0883300271301603e-05 0.0035732135360382038 0.0039391922429877707 0.0036708913396597564 0.0031922897817203365 0.0040570298321063424 0.001401286297217219 0.0040305400494291639 0.0040411892961549701 0.0036701599208354028 0.0033807620047616336 0.0033366929668035023
leaf_weight=77 57 63 52 60 85 53 55 61 62 52 80 673 96 75 54 69 52 139 54 59 80 360 180 217 52 59
leaf_count=77 57 63 52 60 85 53 55 61 62 52 80 673 96 75 54 69 52 139 54 59 80 360 180 217 52 59
internal_value=0 0.00381471 0.00159683 0.00318064 0.00109313 0.00255937 0.00396517 0.00407735 0.00281607 0.00360462 0.00384859 0.0040373 0.00413853 0.00288119 0.000508896 0.00320277 0.00407292 0.00410464 0.00370682 0.00377799 0.00168569 0.00417401 0.00387993 0.00367973 0.00366025 0.00359898
internal_weight=0 2586 390 496 276 257 2090 1594 114 496 239 1533 159 197 139 122 1456 1352 444 390 137 1033 319 335 104 276
internal_count=2976 2586 390 496 276 257 2090 1594 114 496 239 1533 159 197 139 122 1456 1352 444 390 137 1033 319 335 104 276
is_linear=0
shrinkage=0.00265391


Tree=1841
num_leaves=17
num_cat=0
split_feature=3 132 12 124 13 3 13 3 150 42 3 42 2 2 151 403
split_gain=3.91169 2.71252 5.22021 2.02399 2.10232 2.79059 2.99355 2.66261 1.84769 2.00615 2.09039 1.8103 1.60647 1.98609 1.39475 0.833191
threshold=0.3148450000000001 0.082230000000000011 0.080020000000000022 -0.086944999999999981 0.032645000000000007 -0.23394499999999999 0.26379000000000002 -0.13827999999999999 0.11247500000000001 -0.079234999999999986 -0.086564999999999989 -0.0070449999999999992 0.086825000000000013 0.10472500000000001 0.055120000000000009 -0.16188999999999995
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 12 -5 9 10 -9 15 -7 -14 -11 -4
right_child=-2 2 11 4 5 6 -8 8 -10 14 -12 -13 13 -15 -16 -17
leaf_value=0.00029765923366376231 -0.00048928388290783698 -0.0022501216612154742 0.0014989573713318364 0.0040635074560941469 0.0028532505119301076 -0.00092977564158905552 0.0026564748301588195 0.0022148345960315819 0.0035416653033735323 0.0018405676834008775 0.0046870482030272149 0.00036351698196135688 0.0017869811665055348 -0.00058428473380873309 0.00021247628626558208 0.003381462834427609
leaf_weight=95 94 55 56 72 93 92 74 134 82 1697 56 91 101 68 63 53
leaf_count=95 94 55 56 72 93 92 74 134 82 1697 56 91 101 68 63 53
internal_value=0 0.00173422 0.000676851 0.00183681 0.00189452 0.00120828 0.000751281 0.00203406 0.00196209 0.00189561 0.00294409 0.00148234 0.000210672 0.000832185 0.00178235 0.00241536
internal_weight=0 2882 255 2627 2532 428 335 2104 2032 1950 190 200 261 169 1760 109
internal_count=2976 2882 255 2627 2532 428 335 2104 2032 1950 190 200 261 169 1760 109
is_linear=0
shrinkage=0.0107308


Tree=1842
num_leaves=13
num_cat=0
split_feature=3 124 13 13 52 11 3 124 3 2 2 150
split_gain=2.70652 2.30902 3.25348 2.51603 2.83328 2.0158 2.48043 2.01829 1.84141 3.52801 1.29639 1.06016
threshold=0.3148450000000001 0.08919500000000001 0.26746000000000009 0.0083850000000000018 0.10322000000000002 0.079700000000000007 -0.11017499999999998 -0.086944999999999981 -0.23098999999999997 0.10633000000000002 0.076510000000000009 0.11247500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 6 -1 -8 -5 10 -10 -9
right_child=-2 -3 -4 4 -6 -7 7 11 9 -11 -12 -13
leaf_value=-0.00074461835296962158 -0.00039896318849211196 -0.00068090436576761192 0.0039680890778382508 0.0023466585151122798 -0.0010941053573017188 0.0031426795601141263 -0.00011358249081929757 0.0015495238420385814 5.4142966190665172e-05 -0.0016884286031795413 0.0018805119535545433 0.0027505223022743874
leaf_weight=54 94 57 56 93 82 84 79 2039 64 57 132 85
leaf_count=54 94 57 56 93 82 84 79 2039 64 57 132 85
internal_value=0 0.00141414 0.00145646 0.00140562 0.000663493 0.00154125 0.0014816 0.00153622 0.00108036 0.000614436 0.00128472 0.00159764
internal_weight=0 2882 2825 2769 428 2341 2257 2203 346 253 196 2124
internal_count=2976 2882 2825 2769 428 2341 2257 2203 346 253 196 2124
is_linear=0
shrinkage=0.0105204


Tree=1843
num_leaves=18
num_cat=0
split_feature=4 2 12 3 2 2 3 14 4 2 2 0 2 0 0 159 51
split_gain=361.279 104.597 58.1558 25.9303 19.485 21.6726 18.5873 17.3176 12.0871 10.7689 9.39891 9.06276 7.96338 6.96208 3.10328 3.34891 1.1911
threshold=0.31392000000000003 0.13388500000000003 -0.025219999999999996 0.12478500000000002 -0.007134999999999999 0.094985000000000014 -0.082634999999999986 0.073890000000000011 0.00059000000000000014 0.15510000000000004 0.14019000000000004 -0.11656999999999999 0.10043500000000001 -0.076734999999999984 -0.075804999999999997 -1.0000000180025095e-35 -0.43375999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 -1 -6 -2 8 11 -3 12 -4 -8 -13 15 -10 -16
right_child=6 9 3 -5 5 -7 10 -9 14 -11 -12 13 -14 -15 16 -17 -18
leaf_value=0.00069388555138170471 0.0012222334348116642 0.0014017412921950839 0.0022810876724748954 0.001487561236429065 0.0036204909569585125 0.0016746705535836059 -0.00049433072799503043 0.0042943831667714523 0.0034573017065526756 -4.9694965495618624e-05 -0.00091110927623204452 0.0034282520561906456 0.00061426957506371927 0.0030848966017997018 0.0027853940726160278 0.0028432209356257141 0.0022921955659927205
leaf_weight=61 77 75 52 52 52 102 66 90 67 52 71 1153 95 516 53 273 69
leaf_count=61 77 75 52 52 52 102 66 90 67 52 71 1153 95 516 53 273 69
internal_value=0 0.00297897 0.00308755 0.00320038 0.00186726 0.00233187 0.000178404 0.00323955 0.00319605 0.000807246 -0.000167927 0.00329067 0.00015965 0.00332211 0.00284352 0.00296431 0.00250667
internal_weight=0 2667 2540 2325 215 154 309 2273 2183 127 232 1721 161 1669 462 340 122
internal_count=2976 2667 2540 2325 215 154 309 2273 2183 127 232 1721 161 1669 462 340 122
is_linear=0
shrinkage=0.0024518


Tree=1844
num_leaves=33
num_cat=0
split_feature=3 3 39 42 3 12 12 12 133 51 10 49 16 3 16 160 16 3 16 39 49 160 3 1212 16 49 42 160 16 157 16 3
split_gain=115.913 55.1281 35.9505 29.8628 13.6247 8.27657 9.71139 6.38727 5.98517 5.1449 4.37387 4.22288 3.91627 3.60104 3.23881 4.80697 3.14607 3.03141 2.89808 2.34905 2.31715 2.84704 2.13846 1.5669 1.92568 1.38966 1.30195 1.23108 1.21219 1.0496 0.740595 0.549403
threshold=-0.064349999999999991 0.3148450000000001 0.0047850000000000011 -0.033649999999999992 0.11878500000000002 0.098595000000000016 0.023990000000000004 -0.081654999999999991 -0.037434999999999989 -0.09193999999999998 -1.0000000180025095e-35 -0.032374999999999994 -0.11227499999999999 -0.012504999999999997 0.022165000000000004 -0.059339999999999997 -1.0000000180025095e-35 -0.10067 0.41326000000000002 0.089940000000000006 -0.014479999999999998 -0.077899999999999983 -0.081084999999999977 0.087575000000000014 -0.078829999999999983 0.088365000000000013 0.090705000000000022 0.056295000000000005 -0.083144999999999983 -1.0000000180025095e-35 -0.11400999999999999 -0.088824999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 6 -1 10 -2 -10 -5 -11 -7 -13 20 -16 31 -17 -18 -12 21 -8 23 27 -25 30 29 -22 -6 -19 -24 -14
right_child=1 -3 3 7 28 12 14 -9 9 11 19 13 16 -15 15 17 18 26 -20 -21 22 -23 25 24 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.0019937166882799504 0.0019967630643841598 5.397700093655948e-05 0.0030082864016439067 0.00079379871548476331 0.0014619916981626242 0.0018886524173289516 0.0030248240495664193 0.00046850103613835491 0.0033486704041942087 0.0020323244324460541 0.0012635735479006114 0.0023552444767617319 0.003015614821599278 0.0030965531809510789 0.002127703914153675 0.0032632459743099189 0.0019205973532102044 0.0031009436317106643 0.0026407735025008221 0.0019406045248909919 0.0031006117281600232 0.0023284294605872033 0.0026633282242100416 0.0030713504796063642 0.0024980315408003099 0.0025122166545348177 0.0024599661018212724 0.0034248400259370144 0.0019506721531837247 0.0026233169809223461 0.0029827418378801955 0.002717609128921202
leaf_weight=66 65 94 54 67 57 53 71 78 75 54 68 62 59 99 64 78 58 56 74 53 613 66 52 94 54 55 79 78 62 53 263 102
leaf_count=66 65 94 54 67 57 53 71 78 75 54 68 62 59 99 64 78 58 56 74 53 613 66 52 94 54 55 79 78 62 53 263 102
internal_value=0 0.00179491 0.00200098 0.00137829 0.00242131 0.00283181 0.00289934 0.00104729 0.00265739 0.00280537 0.00128729 0.00261572 0.00249171 0.00281124 0.00293499 0.00272071 0.0026007 0.00286329 0.00232453 0.00156034 0.00298751 0.00268952 0.00302125 0.00308878 0.00286234 0.00286805 0.00269722 0.00313725 0.00171681 0.00286894 0.00293009 0.00282698
internal_weight=0 888 794 320 474 2088 1742 266 355 290 188 215 346 161 1676 330 293 266 132 121 1346 137 1209 839 148 370 188 691 119 109 315 161
internal_count=2976 888 794 320 474 2088 1742 266 355 290 188 215 346 161 1676 330 293 266 132 121 1346 137 1209 839 148 370 188 691 119 109 315 161
is_linear=0
shrinkage=0.00240373


Tree=1845
num_leaves=19
num_cat=0
split_feature=2 15 484 1 124 2 1 3 4 15 457 3 481 2 52 52 15 1
split_gain=4.66037 3.60043 2.11465 2.06723 1.79764 1.96319 2.01318 1.9671 3.14467 1.91255 1.67664 1.50013 1.34059 1.26589 1.87419 1.7201 1.56543 0.926097
threshold=0.098655000000000007 -0.24211499999999997 0.10100500000000003 0.14195000000000002 -0.085379999999999984 0.096780000000000019 0.110115 0.093925000000000022 -0.12685999999999997 0.025430000000000005 0.056920000000000005 -0.075914999999999996 -0.086574999999999985 0.10202000000000001 0.19121000000000002 -0.24841999999999997 0.10356000000000001 0.09772500000000002
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 10 -3 6 7 8 9 -6 13 -8 -10 -2 15 17 -17 -15
right_child=2 4 -4 -5 5 -7 11 -9 12 -11 -12 -13 -14 14 -16 16 -18 -19
leaf_value=-0.00044853551833821329 -0.00042364842149715016 -4.3268647524452968e-05 0.0023043868455487047 -0.0011202069483770352 -0.0012385772431824742 0.002974063879414666 0.0036046074490892217 -0.00032224584702314463 0.00033589252238796309 0.0011515118134274968 -0.00065403714777062332 0.0016068116953840625 0.0015752142714889543 0.00095079655100869392 0.0024414182846954906 0.00015686527639040477 0.0016356680604033701 0.0024440020079991398
leaf_weight=84 67 63 54 61 55 70 58 54 74 53 77 64 1518 80 56 330 70 58
leaf_count=84 67 63 54 61 55 70 58 54 74 53 77 64 1518 80 56 330 70 58
internal_value=0 0.00137187 0.00058423 0.000467854 0.00144803 0.00149636 0.00144117 0.00136348 0.00141708 -6.47756e-05 0.000599247 0.00255737 0.00151767 0.000745387 0.000877409 0.000714434 0.000415895 0.00157907
internal_weight=0 2093 853 799 2009 1946 1876 1754 1700 108 738 122 1592 661 594 538 400 138
internal_count=2946 2093 853 799 2009 1946 1876 1754 1700 108 738 122 1592 661 594 538 400 138
is_linear=0
shrinkage=0.00897909


Tree=1846
num_leaves=15
num_cat=0
split_feature=123 3 13 124 39 48 49 0 11 0 48 39 131 15
split_gain=3.21836 3.88058 1.72579 2.1082 2.6384 1.59152 3.61402 2.43241 1.76939 2.04355 1.39897 1.367 1.51152 0.965942
threshold=0.081630000000000022 0.35004500000000011 -0.086874999999999994 -0.083859999999999976 0.092310000000000017 0.093225000000000016 -0.13138499999999997 -0.070134999999999989 0.094855000000000009 0.12503500000000004 0.11978500000000002 0.097860000000000016 0.08987500000000001 -0.093074999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 -5 6 -1 10 9 11 13 12 -8 -7
right_child=2 -3 3 4 -6 7 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.0040439022376807226 0.0015947000189097617 -0.0016215239641405213 -0.0023521286702512336 0.0019436488660853127 -0.0015229871617638796 0.0012932262365967014 0.0012276570367017012 -0.0013097694897771307 -0.00059988535052876897 0.0035589840664528869 0.0027103286140222052 0.0031831255520363209 0.0021150478808928119 -0.00061675331133065391
leaf_weight=69 60 57 61 59 55 94 1857 68 56 58 56 54 288 54
leaf_count=69 60 57 61 59 55 94 1857 68 56 58 56 54 288 54
internal_value=0 0.00131738 -7.13417e-05 -0.000643251 0.000270083 0.00138055 0.00147481 0.0005546 0.00139812 0.00144775 0.00117665 0.00139201 0.00134686 0.00059552
internal_weight=0 2711 235 175 114 2654 2382 272 2313 2257 204 2199 2145 148
internal_count=2946 2711 235 175 114 2654 2382 272 2313 2257 204 2199 2145 148
is_linear=0
shrinkage=0.0113877


Tree=1847
num_leaves=23
num_cat=0
split_feature=1 1 12 4 123 10 4 14 4 0 4 12 0 4 4 4 1 49 52 51 12 42
split_gain=128.422 28.4228 21.0616 11.6108 7.72341 6.91463 10.0111 5.51953 5.29726 4.56802 9.87254 7.27632 4.75062 12.6175 4.80254 3.31592 3.31156 2.33459 2.33113 2.32729 1.23754 1.11214
threshold=0.10471000000000001 0.13074500000000003 0.085075000000000026 0.27020000000000005 0.080635000000000012 -0.088499999999999981 0.50541500000000006 0.064610000000000015 0.057200000000000008 -0.06952499999999999 -0.42305999999999994 0.092605000000000007 -0.11073999999999999 0.016670000000000001 0.022635000000000006 0.10516000000000002 0.085345000000000018 0.092020000000000005 -0.081164999999999987 0.108005 -0.038859999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 7 -3 -7 9 -4 12 16 -12 13 -1 19 18 -11 -16 -2 -14 -17 -13
right_child=1 5 8 -5 -6 6 -8 -9 -10 10 11 21 14 -15 17 20 -18 -19 -20 -21 -22 -23
leaf_value=0.0016163122978726317 0.0013209078772989597 -0.00016387513167600074 0.0028438342722404922 0.0014448289161318286 0.0018719274320970962 0.0013876840814245814 0.00018111524745275705 0.0032989446470534423 0.0019430941822243656 0.0024880715345053121 0.0014137392643385593 0.0026602498473765291 0.002807295412096017 0.0030991179663403061 0.0025664367985784586 0.0012616784280076148 0.0032990523927096649 0.001903055168220247 0.00060751376852264522 0.002371157823856003 0.0017651745356804134 0.0022354530155337523
leaf_weight=82 57 52 89 52 79 101 75 84 76 55 69 57 1349 64 81 54 75 57 58 82 72 126
leaf_count=82 57 52 89 52 79 101 75 84 76 55 69 57 1349 64 81 54 75 57 58 82 72 126
internal_value=0 0.0013437 0.00174054 0.00261432 0.00264122 0.000636922 0.000873673 0.00266907 0.00242911 0.00264383 0.00239589 0.00210676 0.00269904 0.00226649 0.00273927 0.00126901 0.00295615 0.00229262 0.000961341 0.00278232 0.0015496 0.00236791
internal_weight=0 634 406 2312 2260 228 176 2181 165 2097 382 252 1715 146 1569 241 130 138 115 1431 126 183
internal_count=2946 634 406 2312 2260 228 176 2181 165 2097 382 252 1715 146 1569 241 130 138 115 1431 126 183
is_linear=0
shrinkage=0.00250084


Tree=1848
num_leaves=27
num_cat=0
split_feature=4 12 12 16 14 16 4 4 133 474 48 4 14 158 4 16 49 48 16 151 15 133 4 48 1213 15
split_gain=228.313 83.8579 25.4536 20.6409 12.6604 16.3183 12.5059 11.503 8.7244 7.49145 11.1729 7.62709 5.11774 4.65676 4.20421 3.61933 3.45896 3.06858 3.01322 2.99004 2.98025 2.85349 2.75939 1.85595 1.72503 0.844158
threshold=0.31392000000000003 0.056995000000000011 0.13936000000000001 0.15273500000000004 -0.41992499999999994 -0.43708999999999992 0.043640000000000005 -0.47860499999999995 0.087045000000000025 0.084710000000000021 0.088965000000000002 -0.0058699999999999994 0.076450000000000004 0.078875000000000015 0.052250000000000012 -0.28430999999999995 -0.047179999999999993 0.083540000000000017 -0.54150999999999994 -0.082164999999999988 -0.43091499999999999 -0.00027499999999999996 -0.019794999999999997 0.091545000000000015 0.062550000000000008 -0.075094999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 8 -2 18 12 -5 9 10 11 -1 17 15 -13 -8 -12 21 -6 -19 -20 24 -23 -21 -3 -17
right_child=4 2 -4 7 5 -7 13 -9 -10 -11 16 14 -14 -15 -16 25 -18 19 20 23 -22 22 -24 -25 -26 -27
leaf_value=0.0017902039640642468 0.0015471199570389275 0.0032533403073926057 0.0013865929552274803 0.0036664968363595467 0.0011084536262896709 -0.00083205490387620103 0.0028247147395021243 0.0021071506373262607 0.00082670195767288836 0.00098926288463634213 0.000937990888451982 0.0032746138484603783 0.0038160716831665263 0.0030658533201354241 0.0023204655976763627 0.0023026301515812102 0.0017882549908727332 0.002366380580495083 0.00079400489157966086 0.0033840150426261415 2.5139300668892376e-05 0.0030023926539162272 0.0032758958875364133 0.0028277820253067693 0.003609956186736229 0.0018641861595971661
leaf_weight=83 69 425 54 57 68 54 61 57 58 52 54 53 70 80 59 52 62 55 71 58 53 638 345 99 103 56
leaf_count=83 69 425 54 57 68 54 61 57 58 52 54 53 70 80 59 52 62 55 71 58 53 638 345 99 103 56
internal_value=0 0.00282778 0.00304895 0.00196125 0.000618902 0.000358442 0.0030929 0.00288705 0.0017105 0.00185164 0.00199575 0.00235437 0.00316447 0.00257745 0.00277222 0.0023461 0.00139267 0.00313798 0.000693406 0.0028605 0.000465588 0.00317689 0.00309841 0.00303344 0.00332296 0.00207553
internal_weight=0 2631 2096 535 315 246 2042 114 421 363 311 195 1793 249 112 169 116 1723 192 212 124 1511 983 157 528 108
internal_count=2946 2631 2096 535 315 246 2042 114 421 363 311 195 1793 249 112 169 116 1723 192 212 124 1511 983 157 528 108
is_linear=0
shrinkage=0.0024518


Tree=1849
num_leaves=23
num_cat=0
split_feature=2 15 13 13 15 13 42 13 48 160 0 160 51 156 0 1 13 15 2 51 15 0
split_gain=3.87889 2.8391 2.76808 3.93747 3.30455 2.42142 2.08447 1.57205 1.88994 2.73036 2.39959 1.37942 1.95859 2.11792 1.10698 1.07828 1.07014 1.94022 1.02837 0.916993 0.871626 1.24724
threshold=0.099845000000000003 -0.41725999999999991 -0.094609999999999986 -0.17030499999999998 -0.083859999999999976 0.17226500000000003 0.096275000000000013 -0.15747499999999998 0.093225000000000016 -0.54784999999999984 -0.088884999999999978 -0.15323999999999996 -0.10925999999999998 0.088735000000000022 -0.067434999999999981 0.079805000000000015 1.0000000180025095e-35 -0.040769999999999994 0.10892 -0.24005499999999999 -0.13783499999999996 -0.083144999999999983
decision_type=2 2 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 16 -3 9 -9 -10 15 19 -14 -8 -11 17 20 -18 -13 -4 -22
right_child=2 7 5 -5 -6 -7 14 8 10 11 -12 12 13 -15 -16 -17 18 -19 -20 -21 21 -23
leaf_value=-0.00049802859410917806 0.0018056989491612011 0.0028282792173121856 0.001945796240801666 -0.0024957507949238062 -0.0012411944012998804 -0.0007488481585720705 -0.00098728881527859985 0.0032356111099393118 0.0013243983644209366 0.0011906385468702871 -0.0010313790276888293 0.0016218720134485618 0.0013522573537004729 -0.00011367933726051553 0.00066834052598887064 -0.00035320224347807093 0.0015878904611026758 0.0026392615175267237 9.2750054700686883e-05 0.0031429501795586555 -0.00021781560287434628 0.001526897757208659
leaf_weight=72 64 54 64 54 52 73 54 60 78 76 63 61 1432 84 82 70 61 97 95 68 65 67
leaf_count=72 64 54 64 54 52 73 54 60 78 76 63 61 1432 84 82 70 61 97 95 68 65 67
internal_value=0 0.00125346 0.000528416 -0.000492635 0.000439024 0.000792359 0.000984844 0.00131514 0.00127407 0.00135042 0.000271137 0.00128721 0.00136148 0.00127097 1.02534e-05 0.000449784 0.00127983 0.00159993 0.000678003 0.00242442 0.00108508 0.000667032
internal_weight=0 2118 828 170 116 658 585 2046 1992 1851 141 1791 1645 1516 136 146 449 293 156 129 196 132
internal_count=2946 2118 828 170 116 658 585 2046 1992 1851 141 1791 1645 1516 136 146 449 293 156 129 196 132
is_linear=0
shrinkage=0.00897909


Tree=1850
num_leaves=17
num_cat=0
split_feature=4 123 13 14 0 4 4 42 14 0 376 13 13 4 42 0
split_gain=148.454 35.5601 21.0635 16.2385 14.5357 16.7049 9.91643 8.27764 7.34013 7.19524 4.62151 3.42252 2.4598 1.45782 1.44209 0.811311
threshold=0.31392000000000003 0.080635000000000012 -0.27740999999999993 0.073890000000000011 -0.13165999999999997 0.0029800000000000004 0.046185000000000004 0.12650500000000003 -0.46025499999999991 -0.10185499999999999 0.076485000000000011 0.032645000000000007 0.0047000000000000002 0.50609000000000004 0.096545000000000006 -0.19166999999999998
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 7 11 -2 15 -3 -6 14 -11 -8 -10
right_child=8 10 3 -5 6 -7 12 -9 9 13 -12 -13 -14 -15 -16 -17
leaf_value=0.0012089188454782486 0.0014406777873541866 0.0018004208846148105 0.00089894096709439728 0.0034439350618994113 0.0026262934172889504 0.0024997820449747148 0.0022863635842507021 0.0016433597507141079 0.00072239975392084088 0.00044796801897275764 0.00094098553643741259 0.0023395464808808738 0.0016215501542464893 -4.951141671368915e-05 0.0018531097123075815 0.0011071521502672894
leaf_weight=75 56 55 71 93 1485 74 190 54 61 52 95 276 52 88 56 62
leaf_count=75 56 55 71 93 1485 74 190 54 61 52 95 276 52 88 56 62
internal_value=0 0.00237013 0.00243899 0.00247822 0.00243844 0.0017161 0.00248799 0.00255347 0.000665754 0.000500655 0.00125628 0.00258137 0.00208911 0.000135087 0.00218784 0.000916545
internal_weight=0 2576 2426 2351 2258 145 2113 1815 319 263 150 1761 298 140 246 123
internal_count=2895 2576 2426 2351 2258 145 2113 1815 319 263 150 1761 298 140 246 123
is_linear=0
shrinkage=0.00235659


Tree=1851
num_leaves=17
num_cat=0
split_feature=1 16 14 0 160 13 16 48 41 2 13 1447 40 1 2 2
split_gain=5.19527 5.84256 2.82167 2.47277 3.29595 3.86117 4.1082 6.11346 2.40178 1.90713 2.05063 1.5171 1.41075 1.11517 0.875583 0.691958
threshold=0.14228000000000005 -0.116045 0.073890000000000011 -0.108275 0.092280000000000015 -0.11210999999999999 -0.33811499999999994 0.078735000000000013 0.078385000000000024 -0.007134999999999999 -0.014114999999999997 -0.085574999999999984 -0.065259999999999999 0.12381000000000002 0.10803500000000001 0.085505000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 14 -8 9 10 -5 -11 -13 -14 -7 -4
right_child=1 -3 15 8 -6 6 7 -9 -10 11 -12 12 13 -15 -16 -17
leaf_value=0.0018731123741073882 0.0011406074227801387 -0.0035581049098022633 0.0037046735618411026 0.0014807692901837742 0.0025088822945216346 0.0018311635813296361 -0.0040518718062817856 0.00017792940710030451 0.0031017800638766281 2.2383290096244673e-05 -0.0011071970240189863 0.0028838680027022607 0.0013322316827493377 -0.0001433008373183573 -4.2045389918537502e-05 0.0020148662850443264
leaf_weight=85 60 53 52 57 65 52 68 78 73 98 76 61 1855 56 54 52
leaf_count=85 60 53 52 57 65 52 68 78 73 98 76 61 1855 56 54 52
internal_value=0 -0.00106224 0.00119329 0.00112849 0.000382346 -2.74895e-05 -0.000669003 -0.00179136 0.00126023 0.00119916 1.10352e-06 0.00127608 0.00133833 0.00128894 0.000875849 0.00286083
internal_weight=0 113 2782 2678 402 337 252 146 2276 2203 133 2070 1972 1911 106 104
internal_count=2895 113 2782 2678 402 337 252 146 2276 2203 133 2070 1972 1911 106 104
is_linear=0
shrinkage=0.0103142


Tree=1852
num_leaves=27
num_cat=0
split_feature=1 10 4 159 16 47 48 4 13 157 157 159 1209 1456 1456 52 13 39 4 160 133 159 1 156 13 159
split_gain=3.78715 2.50989 3.01481 2.20222 2.57562 4.07882 6.60323 1.32955 2.02617 1.16243 2.65967 1.32294 1.35114 0.961745 0.890758 1.10607 0.797957 0.790691 1.0057 0.777127 0.747361 1.52102 0.737779 0.541383 0.361748 0.26602
threshold=0.095920000000000019 -0.15491499999999997 -0.015104999999999999 0.11238500000000001 -0.11807499999999999 0.081905000000000019 0.085485000000000019 -0.050244999999999991 -0.011334999999999998 -0.082869999999999985 -0.080299999999999996 0.0043550000000000004 0.083050000000000013 -0.22838999999999998 -1.0000000180025095e-35 0.08321000000000002 -0.018299999999999997 0.094865000000000019 0.41315500000000005 -0.023379999999999995 -0.0068949999999999992 0.10369500000000002 0.121715 0.091075000000000017 -0.084084999999999979 0.11704500000000001
decision_type=2 2 2 2 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 7 4 17 6 -6 8 -3 19 -11 12 13 -12 -15 -16 -14 18 -4 24 -13 -22 -20 -10 -1 -23
right_child=1 2 3 -5 5 -7 -8 -9 23 10 11 20 16 14 15 -17 -18 -19 22 -21 21 25 -24 -25 -26 -27
leaf_value=0.0022096419255995068 0.0025735383994793426 -0.00090360460948674549 -0.0010892363892705135 0.0016949830106400238 -0.0052077331549981272 0.00070116244803214987 7.252983519936828e-05 0.0025738543938433 0.0022709629012151013 -0.0012500261512691034 0.0025026196025875608 0.00081341086304684903 0.0028800982606666642 -0.00020313004458774738 0.00073647352011147827 0.0013960318205697361 0.0012151081712996172 0.0012742505682878311 0.0012676552617810232 0.0031739053788731194 0.0033919153078295406 0.0020377433816500296 -0.00042739741231267341 0.0007410774239160748 0.00098864071003233636 0.00099820230865252401
leaf_weight=61 59 63 91 61 65 63 54 65 64 55 52 56 81 78 728 563 65 58 66 58 88 57 62 53 61 68
leaf_count=61 59 63 91 61 65 63 54 65 64 55 52 56 81 78 728 563 65 58 66 58 88 57 62 53 61 68
internal_value=0 0.000354662 0.000183377 -0.000297517 -0.000562575 -0.00159437 -0.00281065 0.00120454 0.000709398 0.00124976 0.00116801 0.00124051 0.00111617 0.00101093 0.000954182 0.0010242 0.00213965 0.000114922 -0.00019157 0.00210789 0.00196441 0.00226646 0.000445683 0.00157896 0.00160012 0.00147319
internal_weight=0 824 765 520 459 182 119 245 180 2071 1891 1836 1567 1421 1369 1291 146 277 219 180 269 213 128 117 122 125
internal_count=2895 824 765 520 459 182 119 245 180 2071 1891 1836 1567 1421 1369 1291 146 277 219 180 269 213 128 117 122 125
is_linear=0
shrinkage=0.0111644


Tree=1853
num_leaves=12
num_cat=0
split_feature=2 33 9 1348 148 484 151 2 403 52 42
split_gain=3.59749 2.58311 2.60529 1.57178 1.69272 1.6034 2.27472 1.95725 1.2755 0.887715 1.55289
threshold=0.17990500000000001 0.080895000000000009 -1.0000000180025095e-35 0.084895000000000012 -0.077864999999999976 -0.085034999999999986 -0.0063399999999999993 0.10523 -0.53317999999999988 -0.067494999999999986 0.085025000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 9 7 -7 -8 -6 -11
right_child=-2 -3 3 -5 5 6 8 -9 -10 10 -12
leaf_value=-0.0011803718804081109 -0.0018971923502420953 0.0029693229433388861 0.0023091669074722454 -0.00078875153196350826 0.00086394425690718645 0.00033396418249062522 -0.00034744638413467926 -0.0017029888269688106 0.00090723654198076459 0.0034784883039002106 0.0011963991804723403
leaf_weight=71 53 58 83 63 89 220 90 65 1974 57 72
leaf_count=71 53 58 83 63 89 220 90 65 1974 57 72
internal_value=0 0.000814322 0.000769386 0.000820453 0.000858751 0.000811811 0.000733198 -0.000130218 0.000852473 0.00165838 0.00220562
internal_weight=0 2842 2784 2713 2650 2567 2349 285 2064 218 129
internal_count=2895 2842 2784 2713 2650 2567 2349 285 2064 218 129
is_linear=0
shrinkage=0.0103142


Tree=1854
num_leaves=22
num_cat=0
split_feature=1 52 2 47 52 1 15 47 2 123 42 1375 15 2 160 52 41 52 133 2 47
split_gain=161.408 31.4624 24.4245 13.0742 9.7294 8.37228 8.66509 8.12458 5.31571 3.66147 3.03958 2.92937 2.53826 2.73229 3.32821 3.04104 2.80371 2.09423 1.5315 1.29981 1.06325
threshold=0.10404000000000001 -0.41694999999999993 0.17553000000000005 0.098205000000000015 0.12484500000000003 0.095920000000000019 -1.0000000180025095e-35 0.12282000000000001 0.13084500000000002 0.088795000000000013 0.081605000000000025 -0.084629999999999997 -0.12431499999999999 0.092320000000000013 0.0065900000000000012 0.024870000000000003 0.078150000000000011 0.39985000000000009 0.085090000000000013 -1.0000000180025095e-35 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
left_child=5 -2 3 4 9 8 -7 -5 11 10 19 -1 20 16 15 -15 17 -14 -16 -3 -13
right_child=1 2 -4 7 -6 6 -8 -9 -10 -11 -12 12 13 14 18 -17 -18 -19 -20 -21 -22
leaf_value=0.0027064536261781772 0.0034150453334743534 0.0011389048861123652 0.00019782766011588009 0.0030981730496701478 0.0025009141621048377 0.0021370835462739377 0.0031697761910750633 0.001854037346889528 0.0024398631644994692 0.00095837762028763468 0.0020078589626603312 0.0037634808613401299 0.0032576765836375213 0.0027585705135022985 0.003646157021425748 0.0031585405276045547 0.003781632673471346 0.0028099107264874194 0.0031230046684255991 0.001547766709187195 0.0033414156591631463
leaf_weight=64 61 61 59 60 57 90 91 57 52 68 67 62 1147 213 66 213 55 62 61 153 76
leaf_count=64 61 61 59 60 57 90 91 57 52 68 67 62 1147 213 66 213 55 62 61 153 76
internal_value=0 0.0018045 0.00163565 0.0017978 0.00159761 0.0031433 0.00265642 0.00249227 0.00318584 0.00145001 0.00156889 0.00320504 0.00322135 0.0031978 0.0030589 0.00295861 0.00325855 0.00323474 0.00339508 0.00143134 0.00353122
internal_weight=0 643 582 523 406 2252 181 117 2071 349 281 2019 1955 1817 553 426 1264 1209 127 214 138
internal_count=2895 643 582 523 406 2252 181 117 2071 349 281 2019 1955 1817 553 426 1264 1209 127 214 138
is_linear=0
shrinkage=0.00235659


Tree=1855
num_leaves=21
num_cat=0
split_feature=0 4 11 1 14 0 150 16 16 16 52 0 51 4 16 15 151 1447 481 1
split_gain=3.15542 4.42692 5.68689 3.02653 3.59113 2.57988 2.96718 4.41538 2.78843 2.6886 2.3555 2.31529 2.03678 2.92952 1.52968 1.91025 1.39454 1.36406 2.5658 0.571605
threshold=0.035525000000000008 -0.46195999999999998 0.079225000000000004 0.095435000000000006 -1.0000000180025095e-35 -0.15127999999999997 0.099490000000000009 -0.49057499999999993 -0.087484999999999993 -0.51287499999999986 -0.054584999999999995 -0.22984499999999997 0.116525 -0.14595999999999995 -0.15105999999999997 -0.043134999999999993 -0.081894999999999982 -0.086059999999999984 -0.084514999999999993 0.12895500000000001
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 11 10 9 7 -7 19 -6 -5 -1 13 -13 15 -15 -10 -16 -19 -9
right_child=1 -3 -4 4 5 6 -8 8 16 -11 -12 12 -14 14 17 -17 -18 18 -20 -21
leaf_value=0.0032763866598685457 0.0028725078645253071 -0.0020045008959016109 -0.0014462516924896726 0.00058242904897957482 6.4241834585215265e-05 0.0035062469311679095 -0.0017700896171017311 -0.0003187189316329939 0.0022951418660036534 -0.0030425204524039506 0.0036504217456304741 0.0035937349756319744 -0.00061241120123606664 0.0010258684392828003 0.0026838129709065043 -0.0013868924684089777 0.00047912607038866155 -0.00092981360176939206 0.0012045511852273598 -0.0017922257154284337
leaf_weight=55 74 101 62 56 70 54 62 58 60 55 55 53 75 92 64 60 214 65 1490 59
leaf_count=55 74 101 62 56 70 54 62 58 60 55 55 53 75 92 64 60 214 65 1490 59
internal_value=0 -0.000335682 0.000902836 0.000930109 0.000358366 5.16649e-05 0.00038559 0.000686184 0.000296425 -0.00130184 0.00210362 0.00114745 0.00108574 0.00115562 0.00108259 7.27239e-05 0.000877204 0.00117734 0.00111526 -0.00106273
internal_weight=0 237 136 2697 743 632 507 445 391 125 111 1954 1899 1824 1771 152 274 1619 1555 117
internal_count=2934 237 136 2697 743 632 507 445 391 125 111 1954 1899 1824 1771 152 274 1619 1555 117
is_linear=0
shrinkage=0.0105204


Tree=1856
num_leaves=26
num_cat=0
split_feature=1 2 12 10 10 2 3 0 0 123 2 51 43 1 1 1446 12 43 3 51 48 2 0 42 0
split_gain=80.9071 19.0654 13.724 7.45268 9.61654 10.1925 5.9771 5.60949 3.83479 3.10586 4.52226 3.26861 3.41499 3.96562 3.04981 2.99713 2.07858 1.49919 1.45524 1.55497 1.41755 1.28459 1.03474 0.99855 0.972951
threshold=0.11374000000000002 0.094905000000000017 0.084565000000000015 -0.088499999999999981 1.0000000180025095e-35 0.11543500000000002 -0.034509999999999992 -0.05226999999999999 -0.095909999999999981 0.083875000000000019 -0.084369999999999987 0.11024000000000002 -0.14386499999999997 0.10075500000000003 0.094935000000000005 0.084275000000000017 0.11819000000000002 -0.065749999999999989 -0.076969999999999997 -0.11101499999999999 0.084705000000000016 0.086545000000000025 -0.084544999999999995 0.097585000000000019 -0.069414999999999991
decision_type=2 2 2 2 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 -2 5 17 -3 14 -7 10 -1 12 21 15 -8 -14 18 -5 19 -4 -16 -12 -21 -20 -24
right_child=3 2 16 4 -6 8 7 -9 -10 -11 11 -13 13 -15 20 -17 -18 -19 23 22 -22 -23 24 -25 -26
leaf_value=0.0035107619357845651 0.00049762147500179849 0.00093284394293802208 0.0030796372515072474 0.0019864166739472057 0.00047653877689951188 0.00088810152755611422 0.0022259881088310431 0.0026971188632115375 0.0016411972227664429 0.0020971392763637271 0.0034258000795663146 0.0021451732761385996 0.0026956642137074449 0.0019868496934475552 0.0011612513358710424 0.0031252984873656902 0.0020740951376243019 0.0025592723396052086 0.0021976977280730179 0.0022504879227909914 0.001753001215400118 0.0028908976390666264 0.0029561417269950369 0.0026214345605266565 0.0025076462589162562
leaf_weight=53 63 52 56 82 57 96 53 52 95 54 65 67 1240 52 58 127 74 54 101 52 57 64 59 66 85
leaf_count=53 63 52 56 82 57 96 53 52 95 54 65 67 1240 52 58 127 74 54 101 52 57 64 59 66 85
internal_value=0 0.00257083 0.002222 0.00134432 0.00148316 0.00165854 0.0017431 0.00193448 0.00126283 0.00272578 0.00274611 0.002721 0.0027459 0.00270818 0.00169826 0.0027356 0.00248617 0.00221408 0.00255888 0.00268703 0.0014548 0.00316064 0.00257472 0.00236533 0.0026916
internal_weight=0 2487 765 447 384 327 272 220 191 1722 1668 1615 1548 1419 168 1367 493 136 419 252 115 129 196 167 144
internal_count=2934 2487 765 447 384 327 272 220 191 1722 1668 1615 1548 1419 168 1367 493 136 419 252 115 129 196 167 144
is_linear=0
shrinkage=0.00265391


Tree=1857
num_leaves=18
num_cat=0
split_feature=2 15 15 482 51 3 2 130 11 3 1 1 3 51 15 1446 4
split_gain=3.2325 2.75407 2.299 2.2819 2.52603 3.57151 2.28076 1.70138 3.05101 2.51035 3.35231 2.14735 2.52263 1.3829 1.23034 1.2085 0.506964
threshold=0.13631000000000001 -0.035654999999999992 -0.2987999999999999 0.093375000000000027 0.088940000000000005 -0.093419999999999989 0.086985000000000021 -0.054004999999999991 0.093845000000000026 -0.14186499999999996 0.10054 0.095920000000000019 -0.078254999999999977 0.10513500000000002 0.082225000000000006 0.08517000000000001 -0.019465
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 7 -6 -7 14 9 10 -9 15 -13 -8 -1 -11 -5
right_child=1 -3 -4 16 5 6 13 8 -10 11 -12 12 -14 -15 -16 -17 -18
leaf_value=0.0027870681802419132 -0.00075165682564438138 -0.0018744928933231723 0.0014140072799906189 0.0013490132231696954 -0.0021234685649841305 -0.0011394156812403798 5.0148775470497781e-05 0.00090692437836837518 -0.0013469100914253818 0.00080531971555362089 0.0036938828159026773 -0.0015028513134229906 0.0004482078353870119 0.0016132164232703463 0.0010219059557620676 0.00169867640748279 0.0024626597576821955
leaf_weight=56 78 64 74 62 53 56 81 91 52 1440 53 60 356 96 68 128 66
leaf_count=56 78 64 74 62 53 56 81 91 52 1440 53 60 356 96 68 128 66
internal_value=0 -0.000342409 0.000302061 0.000776171 0.000719409 -6.05815e-05 0.000408256 0.000816272 0.000759145 0.000810653 0.00193333 0.000729121 0.000166579 0.000898445 0.00181983 0.000878307 0.00192397
internal_weight=0 216 152 2718 2590 286 233 2304 2180 2128 144 1984 416 177 124 1568 128
internal_count=2934 216 152 2718 2590 286 233 2304 2180 2128 144 1984 416 177 124 1568 128
is_linear=0
shrinkage=0.00880303


Tree=1858
num_leaves=15
num_cat=0
split_feature=484 156 1 1 158 160 16 3 4 13 1 1 16 155
split_gain=1.76929 1.65111 2.28124 3.75965 2.699 1.90379 1.61007 2.49303 2.44888 1.51041 1.79702 2.09815 0.797452 0.315841
threshold=0.14252500000000004 0.11605500000000001 0.11561500000000001 0.11189500000000001 0.09445000000000002 -0.54913999999999985 0.51165500000000008 0.10402500000000002 0.27420500000000009 -0.17030499999999998 0.14195000000000002 0.13385500000000003 -0.063769999999999979 0.11426500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 9 -1 7 8 -7 -4 11 12 -11 -3
right_child=-2 13 4 -5 -6 6 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.001316139656138275 0.0024764043827144836 0.0025564767874976637 0.00072746448538658372 0.003346365574778765 0.0018199698168641643 0.00080712367607401001 0.0022617651819882229 -0.001166593343451073 -0.0015328902727297102 -0.0005470805247636695 -0.002713808223838151 0.0010521727101808396 -0.0023881782397312543 0.0013970716955595739
leaf_weight=56 67 56 79 65 68 2028 79 85 55 62 57 67 52 58
leaf_count=56 67 56 79 65 68 2028 79 85 55 62 57 67 52 58
internal_value=0 0.000676355 0.000622841 0.000749894 -0.000158315 0.000676561 0.000726275 0.000670269 0.000745281 -0.000583048 -0.00101854 -0.000484026 -0.0013879 0.00196763
internal_weight=0 2867 2753 2368 385 2303 2247 2168 2083 317 238 181 114 114
internal_count=2934 2867 2753 2368 385 2303 2247 2168 2083 317 238 181 114 114
is_linear=0
shrinkage=0.0109455


Tree=1859
num_leaves=28
num_cat=0
split_feature=1 52 2 39 12 2 1 14 3 12 12 47 15 160 3 2 51 1 52 3 51 1446 475 52 15 133 3
split_gain=206.815 41.9036 25.7946 25.6173 19.0768 13.7312 12.1144 9.09212 7.55723 5.4731 7.00264 5.15599 5.00759 4.29892 4.00763 3.98294 3.70164 3.97577 3.60635 2.66551 1.80538 1.79452 2.05818 1.17044 0.747596 0.401168 0.285421
threshold=0.10575500000000002 -0.40011499999999994 0.13881000000000002 0.0047850000000000011 0.089485000000000023 0.093320000000000014 0.088035000000000016 0.073890000000000011 -0.12077499999999998 0.084565000000000015 0.11755500000000001 0.086785000000000015 -0.21242999999999998 -1.0000000180025095e-35 0.28833000000000003 0.10406500000000002 0.0045000000000000014 0.085110000000000005 -0.059794999999999994 -0.077054999999999985 -0.020969999999999996 0.084275000000000017 -0.084169999999999981 0.047800000000000009 0.10189000000000002 -0.00087999999999999992 -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
left_child=3 -2 4 5 12 7 -5 8 -1 15 19 -6 13 -3 -4 -7 21 -18 -14 20 -11 22 -10 -22 26 -23 -21
right_child=1 2 14 6 11 9 -8 -9 16 10 -12 -13 18 -15 -16 -17 17 -19 -20 24 23 25 -24 -25 -26 -27 -28
leaf_value=0.0018621032396958532 0.002742079631459682 0.00094293874642204856 0.00033351840630983879 0.0021724646998739802 0.0014452419064364217 0.0021961925892872119 0.00086901428720201855 0.0034017817569332903 0.0029350739977428643 0.0028824590458716749 0.0017089350287213174 0.0023721041163501681 0.00070032466003403806 0.0001221292892477397 -0.00041279132466488658 0.0013589420406470102 0.0025697479251516071 0.00181130566403901 0.0013541809713247669 0.0022349395793361221 0.0022921356813751775 0.0027888491406300787 0.0026131984317341594 0.0026400759029597564 0.0024502747891407641 0.0030577345188927481 0.0020126073753563719
leaf_weight=66 63 56 89 73 66 60 68 73 110 75 74 54 75 72 59 53 97 53 94 72 93 54 1008 102 58 64 53
leaf_count=66 63 56 89 73 66 60 68 73 110 75 74 54 75 72 59 53 97 53 94 72 93 54 1008 102 58 64 53
internal_value=0 0.00102407 0.000832463 0.0024616 0.00111514 0.00252135 0.00154402 0.00263601 0.00259749 0.0022481 0.00234335 0.00186253 0.000813085 0.000481419 3.58429e-05 0.00180371 0.0026325 0.00230192 0.00106415 0.00244693 0.00258773 0.00267259 0.00264489 0.00247426 0.00223906 0.00293489 0.00214086
internal_weight=0 628 565 2306 417 2165 141 1525 1452 640 527 120 297 128 148 113 1386 150 169 453 270 1236 1118 195 183 118 125
internal_count=2934 628 565 2306 417 2165 141 1525 1452 640 527 120 297 128 148 113 1386 150 169 453 270 1236 1118 195 183 118 125
is_linear=0
shrinkage=0.00222067


Tree=1860
num_leaves=26
num_cat=0
split_feature=2 15 15 3 3 52 52 39 3 3 4 1 4 481 160 15 132 2 15 2 12 16 16 52 16
split_gain=4.20678 2.42781 2.41739 3.96904 2.68999 1.9023 2.52003 2.28054 3.31619 2.96609 4.44965 1.88118 1.77785 1.34749 1.2613 1.76948 1.22452 1.18608 1.1687 1.38296 1.19107 1.06733 0.921515 0.897716 0.730731
threshold=0.12750000000000003 -0.037394999999999991 0.033605000000000003 -0.11372999999999998 -0.015169999999999998 -0.092084999999999986 -0.046194999999999993 0.089155000000000012 0.11745500000000002 -0.15327499999999997 0.40996000000000005 1.0000000180025095e-35 -0.088484999999999994 -0.074254999999999988 -1.0000000180025095e-35 -0.09053499999999999 0.004745000000000001 0.15510000000000004 -0.074729999999999977 0.087065000000000017 0.087605000000000002 0.41580500000000004 -0.105305 -0.14816999999999997 -0.071704999999999991
decision_type=2 2 2 2 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 5 -4 12 18 11 8 9 -8 -11 -7 -5 -14 -13 -16 22 24 19 -1 23 -22 -15 -20 -2
right_child=1 -3 3 4 -6 6 7 -9 -10 10 -12 14 13 16 15 -17 -18 -19 20 -21 21 -23 -24 -25 -26
leaf_value=0.00074709312669442123 -0.0015285971094729173 -0.0024548591715554575 0.0036714423550635918 -0.00071879867174035148 0.0037267436516782194 0.00091675684254002724 -0.0014166996140272984 -0.0012082819950753388 -0.0017537013882109808 0.0010419384119242851 0.0046083781644513351 -0.0029162710529502039 0.0025298144416941852 -0.00064437705491935684 -0.0021926655181469068 0.00086780441688481097 0.0025851986367847763 0.0013537424054607826 0.00094199573508112601 0.0030024036300829991 -0.00091892378670634144 0.001034645501078833 0.00099472439766590042 0.0029056290436310977 0.0003268968592329983
leaf_weight=62 60 72 99 75 55 71 61 80 62 673 53 52 93 52 53 53 64 68 86 100 69 91 635 53 59
leaf_count=62 60 72 99 75 55 71 61 80 62 673 53 52 93 52 53 53 64 68 86 100 69 91 635 53 59
internal_value=0 -0.000606169 0.000974456 0.00141068 0.00118075 0.000685271 0.00042887 0.000703342 0.000883621 0.00109155 0.00130247 -0.00068405 0.00102825 0.00118364 -0.0014042 -0.000661237 0.00101677 0.00010495 0.00132906 0.00214004 0.000889242 0.000191378 0.000870474 0.00169163 -0.000607583
internal_weight=0 259 2692 1073 974 1619 1158 929 849 787 726 229 919 844 158 106 751 187 461 162 299 160 687 139 119
internal_count=2951 259 2692 1073 974 1619 1158 929 849 787 726 229 919 844 158 106 751 187 461 162 299 160 687 139 119
is_linear=0
shrinkage=0.0118477


Tree=1861
num_leaves=25
num_cat=0
split_feature=1 3 2 3 1 2 2 2 4 1 13 4 13 2 3 13 457 51 15 4 2 1 1 52
split_gain=155.534 39.6105 12.9121 12.7083 12.3872 11.4578 7.39969 11.3307 5.37264 5.14643 4.33906 4.37124 3.77562 3.43321 3.41069 2.67281 2.13406 2.49591 2.08336 3.77321 1.79107 1.75773 3.04382 1.10069
threshold=0.10557500000000002 -0.049204999999999992 0.11426500000000002 -0.064349999999999991 0.088570000000000024 0.16730000000000003 -1.0000000180025095e-35 0.10859000000000001 0.053330000000000009 1.0000000180025095e-35 -0.0050199999999999993 0.00093000000000000016 -0.14258499999999999 0.11297 0.12955000000000003 -0.016759999999999994 0.062030000000000009 0.108005 -0.086819999999999994 -0.022529999999999998 0.10449000000000001 0.12040000000000002 0.11097000000000001 0.0030150000000000008
decision_type=2 2 2 2 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 8 9 6 -3 -8 12 18 -6 -12 -1 16 -9 23 17 20 -5 -20 -14 22 -2 -10
right_child=1 5 -4 4 10 -7 7 14 15 -11 11 -13 13 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.0044332622779606088 0.0032168093119190862 0.0012767602184436367 0.0021551835926057316 0.0036788025800225136 0.0021298041333847714 0.00064086882856901066 0.0031445033191065774 0.0015052002415407626 0.0032385064124000004 0.0040610557453038812 0.003470367237073817 0.0024581503545605451 0.0037934700558921522 0.0030969629543867328 0.0021696133881238529 0.0028784954127934414 0.0033797257922097094 0.003342456431476903 0.0035553481499745691 0.0026018846780998754 0.0042216368309397415 0.0030635229997149549 0.00407813894273008 0.0037173311784386596
leaf_weight=54 56 93 74 66 58 55 55 101 54 94 59 53 1335 52 101 62 89 78 57 52 68 54 52 79
leaf_count=54 56 93 74 66 58 55 55 101 54 94 59 53 1335 52 101 62 89 78 57 52 68 54 52 79
internal_value=0 0.00220815 0.00303898 0.00362848 0.0032374 0.00172395 0.00189407 0.00211735 0.00372022 0.00357835 0.00269775 0.00299162 0.00376697 0.00374477 0.00183754 0.00331831 0.00376621 0.00378941 0.0033189 0.00310073 0.00381424 0.00344253 0.00363178 0.00352313
internal_weight=0 641 236 2310 439 405 350 257 1871 269 170 112 1676 1622 202 195 1570 1481 175 109 1403 162 108 133
internal_count=2951 641 236 2310 439 405 350 257 1871 269 170 112 1676 1622 202 195 1570 1481 175 109 1403 162 108 133
is_linear=0
shrinkage=0.00255085


Tree=1862
num_leaves=25
num_cat=0
split_feature=1 52 1 12 39 147 11 12 1 1 13 12 52 52 1 51 49 12 16 457 12 52 1429 16
split_gain=157.722 31.632 24.248 18.4605 13.5964 10.2107 9.57838 10.6555 8.74331 7.97475 6.70805 5.5867 4.04931 6.29973 9.68338 4.5069 3.46849 3.19825 2.50801 2.49128 2.23091 2.13958 1.78515 1.11294
threshold=0.10557500000000002 -0.40011499999999994 0.12765500000000005 0.088325000000000015 0.055555000000000007 0.088035000000000016 1.0000000180025095e-35 0.093185000000000004 0.15028500000000003 0.09258000000000001 -0.023739999999999997 -0.077389999999999987 -0.047784999999999987 -0.092084999999999986 1.0000000180025095e-35 0.12162000000000002 -0.050304999999999996 0.090285000000000018 -0.28430999999999995 -0.0056599999999999992 0.10052500000000002 0.06136500000000001 0.08425500000000001 0.014185000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 16 5 6 12 -8 10 -6 11 -4 13 22 -15 17 -3 19 -18 -14 -5 -19 23 -1
right_child=1 2 8 20 9 -7 7 -9 -10 -11 -12 -13 15 14 -16 -17 18 21 -20 -21 -22 -23 -24 -25
leaf_value=0.0028400488632713346 0.0028444591089188381 0.0016095090682376099 0.00096026071521140789 0.0026950000130308467 0.0024499190028552144 0.0017297674303590293 0.003858509320347459 0.0025103785771029841 -0.00027238980280975113 0.0011845211738641748 0.0013750588776288908 -0.00014957493886854213 0.0024920245319832537 0.0026605676831027831 0.0012845303673125277 0.0021210209309258984 0.0012801510949060041 0.0024787512890923897 0.00064740324894988985 0.0029316754963518029 0.0019924112784832386 0.0027806370316951576 0.0030906942307269967 0.0025003698023639024
leaf_weight=83 71 64 55 58 66 61 93 57 62 55 72 54 87 67 57 63 68 249 85 779 52 334 53 206
leaf_count=83 71 64 55 58 66 61 93 57 62 55 72 54 87 67 57 63 68 249 85 779 52 334 53 206
internal_value=0 0.00130101 0.0011087 0.00154467 0.00267571 0.00271996 0.00274833 0.00334639 0.000521923 0.00187495 0.000794152 0.000410194 0.00270297 0.00250255 0.00202825 0.00276472 0.00112968 0.00279269 0.000928796 0.00288754 0.00236311 0.00265175 0.00267444 0.00259802
internal_weight=0 641 570 327 2310 2189 2128 150 243 121 181 109 1978 466 124 1512 217 1449 153 866 110 583 342 289
internal_count=2951 641 570 327 2310 2189 2128 150 243 121 181 109 1978 466 124 1512 217 1449 153 866 110 583 342 289
is_linear=0
shrinkage=0.0024518


Tree=1863
num_leaves=17
num_cat=0
split_feature=48 48 151 4 0 1427 402 51 1452 402 9 48 51 4 0 133
split_gain=3.71672 2.89999 2.52035 2.5096 2.77398 2.30092 1.82027 1.89953 1.47814 1.31353 1.1781 1.00309 2.02563 1.4015 0.474347 0.528975
threshold=-0.024949999999999996 0.14093000000000003 -0.081844999999999987 0.51395000000000002 -0.08824499999999999 0.083935000000000023 0.09253500000000002 0.078960000000000016 0.086470000000000005 0.10449000000000001 0.082325000000000023 0.078735000000000013 0.11355500000000002 -0.018069999999999996 -0.086414999999999978 -0.069944999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 -5 6 7 8 10 -8 -2 13 -13 -9 -11 -16
right_child=1 -3 -4 4 -6 -7 9 11 -10 14 -12 12 -14 -15 15 -17
leaf_value=0.00075492438252299367 0.00095704670311149256 -0.001197427077956979 -0.0016196815423955774 0.0010463499581056604 -0.0019965496796150051 0.0026325239929757488 0.0031076762186361788 0.00010141527824042509 0.002336640001051926 0.00070049192054717866 0.0022012444525730487 -0.0010273702157631516 0.0011751422855645446 0.0017128435217270645 0.0024809711192642671 0.0011524663634052013
leaf_weight=76 1800 55 87 57 52 83 56 120 79 56 72 106 59 83 52 58
leaf_count=76 1800 55 87 57 52 83 56 120 79 56 72 106 59 83 52 58
internal_value=0 0.00096805 -0.000511879 0.00101167 -0.000404375 0.00107053 0.00101947 0.000940467 0.00105893 0.00184422 0.00100495 0.000312146 -0.000239189 0.000760776 0.00141738 0.00178141
internal_weight=0 2788 163 2733 109 2624 2541 2319 1951 222 1872 368 165 203 166 110
internal_count=2951 2788 163 2733 109 2624 2541 2319 1951 222 1872 368 165 203 166 110
is_linear=0
shrinkage=0.00952868


Tree=1864
num_leaves=23
num_cat=0
split_feature=4 2 39 2 2 150 11 133 133 2 52 13 4 11 13 43 133 4 15 1210 15 52
split_gain=128.464 50.9639 29.0243 10.2414 8.72888 16.999 7.5443 6.99509 5.69148 5.52819 5.19322 4.77694 6.43473 4.01464 5.96408 2.49459 4.24568 2.90652 2.83561 2.05189 1.93447 2.69349
threshold=0.31392000000000003 0.12068000000000001 0.08252000000000001 0.15086000000000002 0.091235000000000024 0.083295000000000022 1.0000000180025095e-35 0.0029250000000000005 0.077945 0.14253500000000002 0.056265000000000009 -0.094359999999999986 -0.081334999999999977 0.076235000000000011 -1.0000000180025095e-35 -0.036849999999999994 -0.0068949999999999992 0.0049450000000000006 -0.12431499999999999 -0.080804999999999974 -0.073759999999999978 0.11122500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 15 6 11 9 -4 -3 13 -6 -13 14 -2 16 -1 19 -17 -18 -20 -22
right_child=3 7 8 -5 5 -7 -8 -9 -10 -11 -12 12 -14 -15 -16 18 17 -19 20 -21 21 -23
leaf_value=0.0022835534025353252 0.00058730056422379509 0.0016344925353941298 0.002270389579445174 0.00019229607543564702 0.0020800016642772892 0.0015644820585040897 0.0034767513512584188 0.0021712873729265725 0.0013391535147993805 0.00054130834691201452 0.0020502655561164072 0.0034831469552902925 0.0027006131695852917 0.0017860698792781337 0.001507294992569352 0.0036965439070995899 0.0025919205221030055 0.0025713062598598522 0.0027515094542333576 0.0030993431616658713 0.0032007513753919289 0.0026304816014768406
leaf_weight=54 93 60 91 55 60 69 97 59 70 52 52 74 443 52 78 53 53 85 83 575 588 55
leaf_count=54 93 60 91 55 60 69 97 59 70 52 52 74 443 52 78 53 53 85 83 575 588 55
internal_value=0 0.002782 0.00287233 0.00115866 0.00294312 0.00272439 0.0028431 0.00148758 0.00186567 0.00112718 0.00135184 0.00273653 0.00281267 0.00118886 0.0010071 0.00304823 0.00294843 0.00299875 0.00314646 0.00305656 0.00310626 0.00315201
internal_weight=0 2621 2450 330 2289 743 674 171 161 112 275 577 517 223 171 1546 767 713 779 628 726 643
internal_count=2951 2621 2450 330 2289 743 674 171 161 112 275 577 517 223 171 1546 767 713 779 628 726 643
is_linear=0
shrinkage=0.0024518


Tree=1865
num_leaves=20
num_cat=0
split_feature=14 50 13 159 1455 13 34 39 39 0 0 3 3 160 3 43 43 16 16
split_gain=3.72215 2.31608 1.99541 1.772 2.20369 1.81202 1.74119 1.97494 1.80996 1.39769 1.90538 0.997857 0.864698 0.808555 0.775202 0.764613 0.971055 0.632908 0.330295
threshold=-0.31108499999999994 1.0000000180025095e-35 -0.0012399999999999998 -0.03145499999999999 -0.082334999999999978 -0.049994999999999991 -0.083659999999999998 0.089155000000000012 0.10490000000000001 0.12503500000000004 1.0000000180025095e-35 -0.082974999999999979 -0.08100499999999998 -0.010164999999999999 -0.078584999999999988 0.057215000000000009 -0.041049999999999996 -0.07027499999999999 -0.076909999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 12 5 -5 14 -6 9 -9 10 -8 -4 13 -3 -2 16 17 -14 -15
right_child=1 2 11 4 6 -7 7 8 -10 -11 -12 -13 15 18 -16 -17 -18 -19 -20
leaf_value=-0.0010608883730645678 -0.0002702500881112662 0.0027819106522200356 0.0019590843451617454 0.002869615177272251 0.002580673866403193 -0.0014564296380446368 0.0010522119237408737 -0.001424587936147032 0.0008086082476308022 0.002610150303630575 -0.00019920066652399102 0.0037398022244725503 0.0019467654373494848 0.0018616516875664857 0.0011858929094160449 0.0018830222780615517 -0.00027369480495458064 0.00045325000692681284 0.0008351933905197291
leaf_weight=82 58 61 70 62 64 56 1613 65 79 52 129 56 56 67 94 64 72 56 58
leaf_count=82 58 61 70 62 64 56 1613 65 79 52 129 56 56 67 94 64 72 56 58
internal_value=0 0.00108098 0.00165228 0.000940121 0.00102801 6.74409e-05 0.000970929 0.000917714 -0.000198697 0.00100739 0.000959481 0.00275135 0.00133295 0.00184452 0.000629563 0.000948847 0.000623342 0.00120095 0.00138622
internal_weight=0 2832 560 2272 2064 208 2002 1938 144 1794 1742 126 434 186 152 248 184 112 125
internal_count=2914 2832 560 2272 2064 208 2002 1938 144 1794 1742 126 434 186 152 248 184 112 125
is_linear=0
shrinkage=0.00991364


Tree=1866
num_leaves=35
num_cat=0
split_feature=12 13 12 3 3 12 13 3 12 0 3 0 150 0 0 0 13 12 47 12 51 13 0 51 3 3 402 13 0 12 12 0 0 0
split_gain=223.115 57.8048 39.8003 21.1999 21.9045 11.1248 14.4194 10.5501 8.01758 6.7971 4.42418 4.14672 3.77827 3.73338 3.3294 2.86253 2.27043 2.10049 2.23077 1.95858 2.34377 1.64232 1.38248 1.93666 1.96181 1.38387 1.17149 2.1904 0.970618 0.930365 0.721637 0.688204 0.639691 0.312345
threshold=0.056995000000000011 -0.004409999999999999 0.098595000000000016 0.11391500000000002 -0.016814999999999997 0.13642500000000005 -0.071389999999999995 0.0053500000000000015 0.086730000000000015 -0.097774999999999987 -0.14884499999999998 -0.11167499999999998 0.079335000000000017 -0.037444999999999992 -0.079249999999999987 -0.075624999999999984 0.090235000000000024 0.093125000000000013 0.082930000000000018 0.083815000000000014 -0.014214999999999998 -0.052124999999999998 -0.11167499999999998 -0.092389999999999986 -0.082354999999999984 -0.083254999999999982 -0.0060099999999999989 -0.088654999999999998 -0.072924999999999976 0.10641500000000001 0.090455000000000021 -0.077944999999999987 -0.052874999999999998 -0.07718499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 8 4 -3 6 -4 9 10 -1 -2 -9 14 -11 -6 29 32 22 21 -12 -21 28 -10 -24 25 -25 -22 -28 31 -8 -26 -19 -17 -23
right_child=2 3 5 -5 12 -7 15 11 17 13 19 -13 -14 -15 -16 16 -18 18 -20 20 26 33 23 24 30 -27 27 -29 -30 -31 -32 -33 -34 -35
leaf_value=0.0023604639763205528 0.0046344047169386993 0.0020692279343389412 0.0020319615274149074 0.0016745395222206453 0.0039438680080555732 0.0020042246930503426 0.0033347735593026837 0.0013008165630782054 0.0033938122820246419 0.0010877415082706377 0.00426917372690158 0.00047890965524036763 0.0028870779847163857 0.0019163823667473242 0.003216959188333068 0.003424528523662298 0.0026924987927700152 0.0033497304633273205 0.0030434423418054662 0.0042266821872994926 0.0040872842592565451 0.003644768734292416 0.0033181679362792884 0.0038716748477447801 0.0037570449527999875 0.0043000608274976308 0.0032587230775223764 0.003820889863421037 0.003151156701953285 0.0037495111558159657 0.0034987114788639071 0.0037372888667458631 0.0030767421185686683 0.0039002320553722654
leaf_weight=66 65 100 61 92 95 61 54 68 63 86 97 81 52 53 64 89 52 53 52 92 62 52 52 299 192 55 53 209 52 89 105 63 53 82
leaf_count=66 65 100 61 92 95 61 54 68 63 86 97 81 52 53 64 89 52 53 52 92 62 52 52 299 192 55 53 209 52 89 105 63 53 82
internal_value=0 0.00207404 0.00362125 0.0027091 0.00301506 0.00298041 0.00312996 0.00135101 0.00379446 0.00171199 0.00402945 0.000854184 0.00346319 0.00140389 0.00365144 0.00332863 0.00313357 0.00367317 0.00351577 0.00395275 0.0038789 0.00359701 0.00374587 0.00377738 0.00381402 0.00393831 0.00378007 0.00370727 0.00343391 0.00359308 0.0036658 0.00356044 0.00329491 0.00380129
internal_weight=0 757 2157 403 311 459 398 354 1698 205 578 149 211 139 159 337 194 1120 354 513 416 302 766 703 651 354 324 262 168 143 297 116 142 134
internal_count=2914 757 2157 403 311 459 398 354 1698 205 578 149 211 139 159 337 194 1120 354 513 416 302 766 703 651 354 324 262 168 143 297 116 142 134
is_linear=0
shrinkage=0.0024518


Tree=1867
num_leaves=20
num_cat=0
split_feature=14 50 39 34 123 455 16 40 159 42 1447 43 16 484 50 16 42 4 43
split_gain=3.05204 1.6988 1.62308 2.05928 1.66651 1.50988 1.30304 1.29037 1.15033 2.48578 1.54904 1.16827 0.73432 2.19788 1.33044 0.857604 0.540472 0.985556 0.288828
threshold=-0.31108499999999994 1.0000000180025095e-35 0.087735000000000021 -0.049569999999999996 0.084425000000000014 0.086970000000000006 0.0030150000000000008 -0.0079899999999999988 -0.03145499999999999 0.089165000000000008 -0.08292999999999999 -0.22971499999999997 -0.070834999999999995 -1.0000000180025095e-35 0.089030000000000012 -0.06421499999999998 -0.023209999999999998 -0.079374999999999987 -0.069134999999999988
decision_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 7 8 12 -4 9 -5 -10 -12 13 -3 -15 -14 -16 -18 -11
right_child=1 6 4 5 -6 -7 -8 -9 10 18 11 -13 15 14 16 -17 17 -19 -20
leaf_value=-0.00087411159852394081 0.0030026768919155749 0.0036207674880686567 0.0021426818858710154 -0.0011767676332009836 -0.00094431890597530864 0.0027826528671075993 0.0027342199727714411 -0.00012175016684493491 0.0028210107390581689 0.0016789913794196369 0.0021066328487011066 0.00096224456713025531 -0.00025129786346151788 0.0027613577964615138 0.0017008522000334103 0.001503028937018416 -0.00049495054928127571 0.001215825577929118 0.00063594964758994729
leaf_weight=82 59 52 52 78 87 52 98 55 53 63 101 1620 53 55 75 67 54 106 52
leaf_count=82 59 52 52 78 87 52 98 55 53 63 101 1620 53 55 75 67 54 106 52
internal_value=0 0.0011436 0.00101806 0.0011023 0.000115192 0.00104671 0.00165274 0.000977692 0.00100077 0.000243824 0.00108306 0.00102947 0.0014231 0.00166693 0.0013162 0.000727284 0.000977507 0.00063775 0.00120831
internal_weight=0 2832 2272 2078 194 2019 560 107 1967 193 1774 1721 462 342 290 120 235 160 115
internal_count=2914 2832 2272 2078 194 2019 560 107 1967 193 1774 1721 462 342 290 120 235 160 115
is_linear=0
shrinkage=0.0103142


Tree=1868
num_leaves=11
num_cat=0
split_feature=15 160 9 40 482 1455 43 13 9 455
split_gain=3.5143 2.28983 1.79937 1.78476 1.59752 1.56123 1.42704 1.18364 2.27996 2.03444
threshold=-0.26361999999999991 -0.077899999999999983 -0.01257 0.0045850000000000005 -1.0000000180025095e-35 0.10548500000000001 -0.049999999999999996 -0.17030499999999998 1.0000000180025095e-35 0.086970000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 7 -3 -6 9 -9
right_child=2 6 3 -5 5 -7 -8 8 -10 -11
leaf_value=0.0011441141606048707 0.0024644835608526061 -0.0019292833184309537 -0.00066832142022062863 -0.00077285983320456609 -0.00011126587491821234 0.0023573119569058054 -0.00019536238536917944 0.00081001613456297436 0.002534777253699245 0.0025555790330150253
leaf_weight=60 53 61 52 53 94 55 93 2276 64 53
leaf_count=60 53 61 52 53 94 55 93 2276 64 53
internal_value=0 -0.000314057 0.000857577 0.000825367 0.000858058 0.000889319 -0.000882786 0.000856817 0.000894883 0.000849779
internal_weight=0 214 2700 2647 2594 2542 154 2487 2393 2329
internal_count=2914 214 2700 2647 2594 2542 154 2487 2393 2329
is_linear=0
shrinkage=0.00880303


Tree=1869
num_leaves=16
num_cat=0
split_feature=2 1375 150 14 12 14 10 3 12 48 48 12 2 133 4
split_gain=1.7144 2.26808 1.98312 2.69229 2.45488 1.90778 1.53626 1.9121 1.79899 1.74487 1.68393 1.44578 1.25631 0.817491 1.07377
threshold=0.11152000000000002 -0.15308499999999997 0.094545000000000018 -0.31108499999999994 -0.085124999999999992 0.073890000000000011 0.057650000000000007 0.11500500000000001 -0.093719999999999984 0.10690000000000001 0.093225000000000016 0.089485000000000023 0.13154000000000002 0.089725000000000013 -0.036839999999999991
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 -3 10 -10 12 -6 14 -13
right_child=2 5 -4 4 11 -7 -8 -9 9 -11 -12 13 -14 -15 -16
leaf_value=0.0030990834900423473 -0.0017027219630882358 -0.0011613583698999255 -0.0013915561847187316 0.0027712364634163386 -0.0013597404539305749 0.0023041871045263035 -0.00075260644205513247 0.0028736034582727502 0.00085981010868018347 0.0027444037726225062 -0.00056795766466304195 0.00065956267819003553 0.00069925328853196183 0.00017506015586286606 0.0027614803131239245
leaf_weight=53 56 53 75 62 73 100 72 52 1913 54 100 61 64 74 52
leaf_count=53 56 53 75 62 73 100 72 52 1913 54 100 61 64 74 52
internal_value=0 0.000903084 0.000221447 0.000495406 0.000814602 0.000853381 0.000788677 0.000839822 0.000789883 0.00083997 0.000788826 0.00043983 -0.000397039 0.00105355 0.00162783
internal_weight=0 2397 517 442 386 2344 2244 2172 2120 2067 2013 324 137 187 113
internal_count=2914 2397 517 442 386 2344 2244 2172 2120 2067 2013 324 137 187 113
is_linear=0
shrinkage=0.0107308


Tree=1870
num_leaves=22
num_cat=0
split_feature=14 4 0 15 4 16 16 16 16 16 15 484 159 16 1455 447 0 10 15 4 2
split_gain=2.77133 3.13339 2.77507 2.41905 2.75691 2.25798 2.17097 3.98279 2.74267 2.00966 1.99986 1.74544 2.52972 1.98011 1.44687 1.33884 1.4007 2.27885 1.50123 0.84983 0.256982
threshold=-0.13131999999999996 -0.057674999999999997 -0.14076499999999997 -0.090324999999999989 0.074650000000000008 -0.47730499999999992 0.14976500000000001 0.062500000000000014 0.25032500000000008 -0.0038249999999999998 0.1208 0.056385000000000005 -0.085534999999999986 -0.015439999999999997 0.084775000000000017 0.088810000000000014 -0.10228499999999999 -0.00189 -0.12776499999999999 -0.082199999999999981 0.10449000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 6 3 5 -5 -3 7 11 -8 -1 14 12 -2 19 15 16 18 -18 -4 -14 -10
right_child=1 2 10 4 -6 -7 8 -9 20 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=0.0035714337382324584 0.0028031192584684833 -0.00021584650481156081 0.0030758228398531811 -0.0009752290687371595 0.0022104926485828889 -0.0027677053099163661 0.0037707820584798966 -0.0019462700927996824 0.00055135782834337809 0.00095509060355134705 -0.0014393122257365381 0.0025503265968913249 0.0012233770596091521 -0.00072883834100481476 -0.00069262373574366495 -0.00092380610800545722 -0.0010529885109372764 0.00074167472078551255 0.00093381081837819158 0.00054499612684882708 0.0015352821092134105
leaf_weight=58 65 71 52 65 52 77 63 53 52 68 55 68 369 93 90 54 82 911 106 422 63
leaf_count=58 65 71 52 65 52 77 63 53 52 68 55 68 369 93 90 54 82 911 106 422 63
internal_value=0 0.000596978 0.000296929 -0.000667897 0.000439706 -0.00154425 0.000985175 0.000809547 0.0020403 0.00216031 0.000486402 0.000953272 0.00083872 0.000694154 0.000568275 0.000662541 0.000737061 0.000593364 0.00163947 0.000861599 0.00109133
internal_weight=0 2863 1615 265 117 148 1248 1070 178 126 1350 1017 949 884 1295 1205 1151 993 158 791 115
internal_count=2989 2863 1615 265 117 148 1248 1070 178 126 1350 1017 949 884 1295 1205 1151 993 158 791 115
is_linear=0
shrinkage=0.0103142


Tree=1871
num_leaves=11
num_cat=0
split_feature=3 3 9 376 123 49 1446 1453 1375 1453
split_gain=1.42778 1.61712 1.63371 1.52744 1.48957 1.94154 1.3267 1.00371 1.0643 0.604397
threshold=0.41720500000000005 0.30863500000000005 -0.084439999999999987 0.087355000000000016 0.083935000000000023 -0.014989999999999998 0.111445 -0.064559999999999992 -0.10702499999999998 -0.082304999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 9 -9 -4
right_child=-2 -3 3 -5 5 -7 -8 8 -10 -11
leaf_value=-0.0013924092040305161 0.002458858797005508 -0.0012111510059710196 0.0004191151775682655 0.0026007193996648785 -0.0022444716446206655 0.00065312679960726253 0.0024725398372895482 -0.00079174727307385648 0.00073672455684250517 -0.0012788340151764076
leaf_weight=53 56 66 57 54 55 72 55 63 2402 56
leaf_count=53 56 66 57 54 55 72 55 63 2402 56
internal_value=0 0.000585802 0.000627212 0.000665295 0.000627383 -0.000600762 0.000686668 0.000648519 0.00069761 -0.000421249
internal_weight=0 2933 2867 2814 2760 127 2633 2578 2465 113
internal_count=2989 2933 2867 2814 2760 127 2633 2578 2465 113
is_linear=0
shrinkage=0.0116154


Tree=1872
num_leaves=20
num_cat=0
split_feature=160 4 157 157 132 42 3 1 0 0 3 3 3 0 16 1212 16 1 133
split_gain=1.73777 1.28483 2.8897 1.88177 1.13954 1.33644 1.20475 4.43233 1.72221 1.61619 1.2634 0.994249 1.44399 0.685178 0.696968 0.55074 1.0018 0.671737 0.515714
threshold=-0.5407249999999999 -0.057674999999999997 -0.14480499999999996 -0.079969999999999986 0.10844500000000001 0.11517500000000001 0.093925000000000022 0.10500500000000001 -0.17127999999999996 -0.14076499999999997 0.143375 0.095880000000000007 -0.039864999999999991 -0.084154999999999994 -0.066539999999999988 0.091685000000000016 -0.07964499999999998 0.087960000000000024 -0.0059799999999999992
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 5 6 8 -8 -4 -10 -9 12 13 14 18 17 -17 -15 -5
right_child=1 2 4 11 -6 -7 7 10 9 -11 -12 -13 -14 15 -16 16 -18 -19 -20
leaf_value=0.0019898487221694672 0.0024625988148846332 -0.0020126688866539317 0.0023724328436106647 0.0010133232620494115 0.0017446847466227554 -0.0009894663430894395 -0.0029892283834528376 0.001779348825418589 -0.0010217086315500883 0.00050451348410092151 -0.00018337966871449476 0.0017932165645530109 -0.0012291053928718931 2.9079989875218923e-05 0.0020191411213287113 0.0021557301303398889 0.00010499933869476214 0.00079979098162500837 -0.00017546577857901531
leaf_weight=85 66 63 53 200 63 91 56 58 86 1118 108 75 52 393 64 54 56 195 53
leaf_count=85 66 63 53 200 63 91 56 58 86 1118 108 75 52 393 64 54 56 195 53
internal_value=0 0.000432792 0.000242196 0.000700289 0.000329258 0.000272387 0.000350104 -0.000378376 0.000478853 0.000395402 0.000501703 0.000598339 0.000514243 0.00060367 0.00101763 0.000415503 0.00111276 0.000284868 0.000763836
internal_weight=0 2904 1696 1208 1633 1570 1479 222 1257 1204 166 1142 1067 1015 317 698 110 588 253
internal_count=2989 2904 1696 1208 1633 1570 1479 222 1257 1204 166 1142 1067 1015 317 698 110 588 253
is_linear=0
shrinkage=0.0107308


Tree=1873
num_leaves=25
num_cat=0
split_feature=4 10 13 14 4 13 14 43 457 49 4 156 4 4 43 49 43 13 15 40 13 13 157 4
split_gain=84.101 20.231 8.91385 8.17933 7.31266 6.40709 5.01466 4.99334 3.0758 4.43099 2.81521 2.5334 2.15599 4.80912 1.34941 1.22869 1.50995 1.27621 1.24514 1.1382 1.08714 1.03957 0.860769 0.273142
threshold=0.31392000000000003 -1.0000000180025095e-35 -0.27740999999999993 -0.45687499999999998 -0.057674999999999997 -0.079604999999999995 0.073890000000000011 -0.049999999999999996 0.059100000000000007 0.12518000000000004 -0.50810499999999992 0.085050000000000014 -0.14088999999999999 -0.40515499999999993 0.041625000000000002 -0.008964999999999999 -0.081404999999999991 -0.089359999999999981 -0.011959999999999998 -0.068949999999999997 -0.084304999999999977 -0.18997999999999995 -0.0096849999999999974 0.42118000000000005
decision_type=2 2 2 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 6 15 10 -5 9 11 -4 -7 13 -12 -14 17 20 -6 -19 -1 -17 -9 -18 -23
right_child=3 2 4 7 5 8 -8 21 -10 -11 12 -13 14 -15 -16 16 22 18 -20 -21 -22 23 -24 -25
leaf_value=0.00098356628280401801 0.0018508806609860648 0.0015448649625625162 0.0031158528841075143 0.00029697095663369346 0.0020073482595771631 0.0021996176399066386 0.0032691319771596351 0.00073646848748386892 0.0017131798390254836 0.0015372830727076476 0.002593470336499861 0.0026683562299393998 0.0026076972103227804 0.0016620634184909249 0.002347194578466937 0.0029563575101265501 0.0021607662062633599 0.0027418837445762649 0.0022263402512484967 0.0015227056037722586 0.0024876681268405257 0.0013035519769507276 0.0025477641087194225 0.0010454945458711917
leaf_weight=54 57 79 55 98 57 481 68 54 100 61 96 94 734 62 168 100 52 63 66 53 52 58 170 57
leaf_count=54 57 79 55 98 57 481 68 54 100 61 96 94 734 62 168 100 52 63 66 53 52 58 170 57
internal_value=0 0.00235984 0.00240621 0.000955812 0.00243365 0.00229844 0.00258175 0.000764625 0.00213861 0.00220546 0.00253981 0.00227629 0.00250989 0.00222816 0.00255921 0.00250846 0.00259507 0.00233415 0.00247833 0.00125088 0.0027962 0.00103565 0.00245724 0.00117589
internal_weight=0 2665 2558 324 2479 1296 1183 267 736 636 1115 575 1060 158 902 560 374 186 129 107 152 169 222 115
internal_count=2989 2665 2558 324 2479 1296 1183 267 736 636 1115 575 1060 158 902 560 374 186 129 107 152 169 222 115
is_linear=0
shrinkage=0.00260187


Tree=1874
num_leaves=19
num_cat=0
split_feature=4 124 457 14 51 15 16 0 1447 0 0 0 133 16 42 157 16 4
split_gain=138.004 22.1629 11.3073 8.87328 7.33139 6.187 6.07066 4.69207 4.58794 4.87927 11.6211 5.62459 4.00808 3.95776 3.33948 2.96058 1.67195 1.2618
threshold=0.31392000000000003 -0.048219999999999992 0.11129500000000002 -0.45687499999999998 0.12162000000000002 0.079600000000000018 -0.53870999999999991 -0.14164999999999997 -0.079479999999999981 -0.12851999999999997 -0.14920999999999998 -0.078244999999999995 0.086750000000000008 0.054560000000000004 0.086105000000000015 -0.23100999999999997 -0.49057499999999993 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 4 -2 5 8 -5 -7 -3 10 -10 -11 -1 17 16 -6 -8 -9
right_child=3 2 -4 6 15 7 14 13 9 11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0018938243652119081 0.0016413306045356673 0.0031733733984214683 0.0014391181875778518 0.0010718864605242394 0.0025591595363777058 0.0035590277409521458 0.00083128416564103285 0.0030384800088757522 0.0028177480340153393 0.0027523072183793245 0.001219896278062763 0.0023332079047703657 0.00098337785361586475 0.0021717864397296383 -0.00028386386604035719 0.0017241855730879311 0.000151450450772324 0.002791191201987322
leaf_weight=102 57 86 60 81 52 66 52 205 70 588 69 420 58 72 75 87 59 730
leaf_count=102 57 86 60 81 52 66 52 205 70 588 69 420 58 72 75 87 59 730
internal_value=0 0.00256074 0.00262439 0.000652192 0.00265347 0.00269063 0.000440917 0.00284419 0.00255697 0.00251073 0.00202478 0.00257771 0.00156397 0.0027973 0.000165982 0.00203676 0.000470197 0.00284544
internal_weight=0 2665 2505 324 2445 2306 267 1073 1233 1147 139 1008 160 1007 186 139 111 935
internal_count=2989 2665 2505 324 2445 2306 267 1073 1233 1147 139 1008 160 1007 186 139 111 935
is_linear=0
shrinkage=0.00276112


Tree=1875
num_leaves=30
num_cat=0
split_feature=1 1 0 123 1 150 0 47 0 1 0 15 160 16 15 47 16 132 43 16 0 15 157 42 42 401 42 1 43
split_gain=162.546 28.5803 13.2379 11.3991 9.26587 14.3442 7.90171 6.65179 4.73288 7.35658 7.13445 11.0789 4.32547 3.92065 5.80794 3.80341 2.74198 2.56578 2.53928 2.21513 2.11338 2.4365 1.4432 1.71266 2.16336 1.34632 0.723373 0.636911 0.517108
threshold=0.10575500000000002 0.12381000000000002 -0.12851999999999997 0.081180000000000016 0.092845000000000025 1.0000000180025095e-35 -0.077614999999999976 0.09772500000000002 -0.14680499999999999 0.084815000000000015 -0.10594499999999998 -0.097794999999999979 -0.081594999999999987 0.28127000000000008 0.025430000000000005 0.086785000000000015 0.041025000000000006 0.079320000000000015 -0.081454999999999986 -0.0021749999999999994 -0.037444999999999992 -0.24511999999999998 -0.0048549999999999991 -0.081274999999999986 0.079335000000000003 0.079655000000000017 0.096490000000000006 0.11215000000000001 -0.080064999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 27 15 6 13 8 20 9 -1 11 -10 -8 14 -6 -4 19 22 -18 25 21 -3 -14 -24 -25 -12 -16 -2 -21
right_child=1 7 3 -5 5 -7 12 -9 10 -11 16 -13 17 -15 26 -17 18 -19 -20 28 -22 -23 23 24 -26 -27 -28 -29 -30
leaf_value=0.0038722517888799307 0.0010397570972331364 0.00070735365701749616 0.0022130952485815191 0.0012716484693874625 0.0021090320611139692 0.001470207013088009 0.0021238263895822537 0.0015086535597412128 0.0030635539514394599 0.002763916798780703 0.0029175360707892513 0.0015076308668006369 0.0031020883741626729 0.0032351339544928635 0.003116231096940997 0.0029353245943927338 0.0029293213382460951 0.0021982220093007833 0.0022157585610610916 0.0034824917414325285 0.00097415276416685625 5.8213717617745487e-05 0.0030470327093148671 0.002272835068877402 0.0027643398514343915 0.0031758195667782288 0.0027119648811750217 0.0013883816321297812 0.0031402507270081518
leaf_weight=76 55 88 103 57 100 72 92 65 54 64 858 52 64 58 54 72 63 52 54 56 69 54 66 77 163 138 52 70 52
leaf_count=76 55 88 103 57 100 72 92 65 54 64 858 52 64 58 54 72 63 52 54 56 69 54 66 77 163 138 52 70 52
internal_value=0 0.0014171 0.00186625 0.00220615 0.00279161 0.00242202 0.00285429 0.000836039 0.00294428 0.00336577 0.0028998 0.00230051 0.0025974 0.0026815 0.0025255 0.00251039 0.0029518 0.00270058 0.0026002 0.00298904 0.000628713 0.000460678 0.00277111 0.0027018 0.00260676 0.00295335 0.00291815 0.00123519 0.00331795
internal_weight=0 633 357 232 2317 336 1981 276 1467 140 1327 106 514 264 206 175 1221 422 117 1104 211 142 370 306 240 996 106 125 108
internal_count=2950 633 357 232 2317 336 1981 276 1467 140 1327 106 514 264 206 175 1221 422 117 1104 211 142 370 306 240 996 106 125 108
is_linear=0
shrinkage=0.00240373


Tree=1876
num_leaves=27
num_cat=0
split_feature=4 12 150 10 11 43 52 4 4 0 12 0 14 16 12 13 43 16 475 4 4 43 4 4 13 0
split_gain=70.1864 23.6614 17.5327 12.1503 9.88947 8.78277 8.15636 9.44302 15.3565 6.87802 5.81875 6.32763 3.75312 5.22354 3.34223 3.08186 2.21415 1.80773 1.76814 1.83546 1.88098 1.74629 1.52934 0.969543 0.780665 0.654176
threshold=0.31392000000000003 0.056995000000000011 0.089155000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 -0.051239999999999987 -0.092084999999999986 -0.15615999999999999 -0.011369999999999998 -0.077294999999999989 0.093910000000000007 -0.10462499999999998 -0.10523499999999998 -0.53870999999999991 0.13642500000000005 -0.065824999999999981 -0.081744999999999984 0.0060400000000000011 -0.08644499999999998 0.0049450000000000006 -0.0053799999999999985 -0.052849999999999994 0.053925000000000008 -0.040394999999999993 -0.065539999999999987 -0.031129999999999998
decision_type=2 2 2 2 2 2 2 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 16 25 -8 -9 -6 11 -3 -7 -14 17 -10 -2 22 -13 20 -20 23 24 -19 -12 -5
right_child=5 4 -4 6 9 12 7 8 15 -11 14 18 13 -15 -16 -17 -18 21 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0011609011571635896 0.00088641397108696362 0.001899270031255486 0.00083968078815405633 0.0032382010411743318 0.0038079792407925027 0.0020550255170505589 0.0031268485871200021 0.00073269355914795317 0.0017520828947162352 0.0027005348909601868 0.0028361235464158256 0.0022469150916277782 0.0018803349622476108 0.00081698939108345637 0.0016982840384364042 0.0025219914018513559 0.00013593103233070018 0.0025986731436406863 0.0027266689753849835 0.0023608579661160371 0.0031012043539197895 0.0017955813022043402 0.0021148385865645391 0.0021517630215322327 0.0025165846292832107 0.0028031364364771542
leaf_weight=72 62 75 83 52 82 58 58 61 54 83 77 58 56 86 54 132 54 67 951 90 111 57 58 79 227 53
leaf_count=72 62 75 83 52 82 58 58 61 54 83 77 58 56 86 54 132 54 67 951 90 111 57 58 79 227 53
internal_value=0 0.00248056 0.00198938 0.0021873 0.00261468 0.00113027 0.00236747 0.00214313 0.00191201 0.00325108 0.00255952 0.00266354 0.00147405 0.00123654 0.00234352 0.00229863 0.0005373 0.00240513 0.00271089 0.00273423 0.00276584 0.00219954 0.00252034 0.00235705 0.00259762 0.00301887
internal_weight=0 2634 565 482 2069 316 410 305 247 165 1904 1285 200 142 619 186 116 565 1210 1152 1062 203 362 146 304 105
internal_count=2950 2634 565 482 2069 316 410 305 247 165 1904 1285 200 142 619 186 116 565 1210 1152 1062 203 362 146 304 105
is_linear=0
shrinkage=0.00270699


Tree=1877
num_leaves=28
num_cat=0
split_feature=12 12 3 123 12 15 156 3 43 43 52 16 160 3 0 52 49 52 3 3 3 47 15 43 16 43 15
split_gain=89.5992 30.822 20.2845 18.7573 9.44438 9.24204 11.5073 17.3085 7.19964 10.5344 5.61945 4.62512 4.1831 2.98581 2.95828 2.63494 2.49118 2.20831 2.11637 1.87663 3.02054 1.52009 1.42739 1.39355 1.0771 0.656234 0.332721
threshold=0.056995000000000011 0.14523000000000003 0.28833000000000003 0.08901000000000002 0.093670000000000017 -0.45371999999999996 0.093155000000000002 0.110335 -0.073404999999999984 -0.092609999999999984 0.06136500000000001 -0.20132999999999998 -0.0012349999999999998 -0.085074999999999998 -0.07106999999999998 -0.049669999999999999 -0.081629999999999994 -0.08403999999999999 -0.075154999999999986 -0.15624499999999999 -0.10859999999999999 0.091210000000000013 0.09414500000000002 0.058975000000000007 0.25619500000000001 -1.0000000180025095e-35 0.086745000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 16 -1 7 8 9 -7 11 -6 -13 24 -5 -4 -2 -10 26 -18 -21 23 -15 -22 -14 -20 -12
right_child=1 -3 15 14 10 6 -8 -9 17 -11 18 12 13 22 -16 -17 19 -19 25 20 21 -23 -24 -25 -26 -27 -28
leaf_value=0.00094710417157952223 0.0023502519113313696 0.00068741098457817513 9.4315172163633251e-05 0.0011579296139649813 0.0015881385543365532 0.0027051202250847083 0.0031753024222848491 0.00073334011454263836 0.0028948977349762162 0.0012119402213600433 0.0031653453637821055 0.0017545620295255234 0.0031310238112695486 0.002140106915635561 0.00028276586964283765 0.00090544180924508803 0.0033220385246984932 0.002297317690725741 0.0026872470716038828 0.0022767060826840765 0.0029181442699988645 0.002528909581380421 0.0026676545307358218 0.0025767853553663443 0.0025980036048476218 0.0023112130563329759 0.0028744294482384515
leaf_weight=60 79 58 53 61 67 52 61 75 64 104 54 68 53 135 53 66 59 160 76 70 977 96 53 98 61 65 72
leaf_count=60 79 58 53 61 67 52 61 75 64 104 54 68 53 135 53 66 59 160 76 70 977 96 53 98 61 65 72
internal_value=0 0.00263451 0.00157693 0.00175496 0.00268871 0.00195355 0.00207052 0.00192235 0.00215694 0.00170985 0.0024333 0.0022439 0.00236256 0.00249937 0.000751309 0.000544427 0.00281908 0.00246818 0.0027432 0.00284755 0.00282497 0.00285772 0.00228898 0.00288705 0.00284606 0.0025141 0.00299934
internal_weight=0 2141 809 690 2083 576 516 455 380 156 704 437 370 302 114 119 1379 224 267 1300 1241 1171 188 1075 114 141 126
internal_count=2950 2141 809 690 2083 576 516 455 380 156 704 437 370 302 114 119 1379 224 267 1300 1241 1171 188 1075 114 141 126
is_linear=0
shrinkage=0.00270699


Tree=1878
num_leaves=15
num_cat=0
split_feature=49 14 39 0 14 51 49 16 131 51 13 1447 16 49
split_gain=4.16739 1.65958 1.64494 2.13401 1.63075 2.33878 2.32005 1.55207 1.99738 1.70191 1.84271 1.32633 1.26243 0.637796
threshold=-0.16404499999999997 0.073890000000000011 0.098380000000000009 -0.065939999999999985 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12518000000000004 0.31497000000000003 0.090175000000000019 -0.094084999999999988 -1.0000000180025095e-35 -0.085574999999999984 0.51430500000000012 0.17990500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 9 12 10 -6 -11 -9 -8
right_child=1 -3 3 -5 6 -7 13 8 -10 11 -12 -13 -14 -15
leaf_value=-0.0014884501097620704 0.00077198395868478494 0.0024395966484359083 0.0010717527687769224 -0.0017722884550643218 -0.0016238995203624103 0.003664833090226222 -0.0013150225382574112 0.0035387168597024051 0.00024474173506808429 -0.00020098605303002276 0.0011259354579201716 0.0011104577593369113 0.0017002904453013376 0.00028031109259600849
leaf_weight=73 61 93 65 53 56 63 53 72 60 89 52 2004 98 58
leaf_count=73 61 93 65 53 56 63 53 72 60 89 52 2004 98 58
internal_value=0 0.00105627 0.00101002 -0.000204704 0.00106383 0.00224264 0.00100628 0.00107421 0.00189707 0.000988172 -0.000298865 0.00105464 0.00247958 -0.000480413
internal_weight=0 2877 2784 118 2666 124 2542 2431 230 2201 108 2093 170 111
internal_count=2950 2877 2784 118 2666 124 2542 2431 230 2201 108 2093 170 111
is_linear=0
shrinkage=0.0105204


Tree=1879
num_leaves=12
num_cat=0
split_feature=12 160 11 12 4 4 2 52 393 10 12
split_gain=2.3168 1.59827 2.70005 2.14441 2.1085 3.10334 1.89169 1.4744 1.45922 1.3875 2.10962
threshold=0.13936000000000001 -0.54883999999999988 1.0000000180025095e-35 0.093670000000000017 -0.17568999999999999 -0.10023999999999998 0.090145000000000017 -0.046194999999999993 0.10541500000000002 0.057650000000000007 -0.14392999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 7 -6 -4 -3 9 10 -7
right_child=-2 2 3 -5 5 8 -8 -9 -10 -11 -12
leaf_value=-0.0010081204814657648 -0.0013495591572285151 0.0012479426728513108 0.005350830447085341 0.0011438909480667792 -0.0021697244869071678 0.0033571774705846219 0.0020267228861528489 0.0037322018907618836 0.0029096978340295691 -0.0011349001425603699 0.00089926119316591105
leaf_weight=60 67 83 57 103 53 59 56 75 62 53 2222
leaf_count=60 67 83 57 103 53 59 56 75 62 53 2222
internal_value=0 0.00106187 0.00110591 0.00248421 0.000991659 0.000898933 0.0037047 0.00242805 0.00096687 0.000915202 0.000962897
internal_weight=0 2883 2823 216 2607 2449 113 158 2396 2334 2281
internal_count=2950 2883 2823 216 2607 2449 113 158 2396 2334 2281
is_linear=0
shrinkage=0.0128244


Tree=1880
num_leaves=23
num_cat=0
split_feature=1 41 11 403 12 148 151 1375 158 39 13 1 403 12 483 1 50 12 13 12 399 403
split_gain=4.03193 3.05623 3.23948 1.9158 2.4121 1.57103 2.11332 1.76824 1.45516 1.89524 2.37151 1.42737 1.21682 1.16276 1.23382 1.02996 2.7843 1.02818 2.26577 0.55696 0.4947 0.402476
threshold=0.12381000000000002 0.079395000000000007 0.07635500000000002 -0.038454999999999996 0.084175000000000014 -0.043434999999999994 -0.083294999999999994 -0.091584999999999986 0.085745000000000002 0.0039300000000000003 -0.0094049999999999984 0.15028500000000003 0.058485000000000009 0.082165000000000016 -0.06916499999999999 0.080320000000000016 0.089430000000000023 -0.080929999999999988 -0.071564999999999976 0.086155000000000023 0.085965000000000014 -0.41776999999999992
decision_type=2 2 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 -5 -7 9 12 -11 17 -9 -10 -15 19 -17 -2 -19 -6 21 -21
right_child=11 2 -4 5 15 7 -8 8 13 10 -12 -13 -14 14 -16 16 -18 18 -20 20 -22 -23
leaf_value=-0.0014454777702425407 0.00093790039714398521 0.0010135417670351387 -0.0024583125857460214 0.0013333484098942538 0.0017870880174040843 0.0027862582595203464 -0.0014473857688746669 0.0012788112917431404 0.0033261858723445613 0.0010223289150864826 -0.0017028961529941278 -0.001809812420636499 0.00048137163130190466 0.00021314287467224806 0.0022922159324524887 -0.0019184525863856787 0.0010822586543271537 -0.0022646264092874282 0.00044403522436756903 0.0010471107417290842 0.0015721847255029922 0.00017836763739118537
leaf_weight=67 79 58 61 61 73 74 60 1195 53 84 61 64 258 52 81 56 88 54 93 102 66 141
leaf_count=67 79 58 61 61 73 74 60 1195 53 84 61 64 258 52 81 56 88 54 93 102 66 141
internal_value=0 0.000882553 -0.000765205 0.000958834 0.000433996 0.00111604 -4.45999e-05 0.00119169 0.00112548 0.00102283 -0.000123371 -0.000422814 0.00113729 0.0020068 0.00148019 0.00067361 -8.39047e-05 -2.95389e-05 -0.000550219 0.00095946 0.000763573 0.000543487
internal_weight=0 2691 119 2572 593 1979 121 1858 1784 1598 145 290 1453 186 133 526 144 226 147 382 309 243
internal_count=2981 2691 119 2572 593 1979 121 1858 1784 1598 145 290 1453 186 133 526 144 226 147 382 309 243
is_linear=0
shrinkage=0.0105204


Tree=1881
num_leaves=29
num_cat=0
split_feature=1 2 15 1 150 0 2 0 1 15 3 16 3 2 1 15 2 3 15 1 42 16 2 475 42 0 16 0
split_gain=231.827 32.309 25.7392 22.4002 23.5376 18.5919 18.5532 12.8349 9.11193 8.67907 9.31797 7.07675 5.189 4.73052 4.18144 3.2027 3.03143 3.39521 2.13646 2.09549 1.56788 1.54898 1.22649 1.6611 1.02934 0.829039 0.695197 0.643564
threshold=0.10818500000000002 0.14253500000000002 -0.24211499999999997 0.092845000000000025 1.0000000180025095e-35 -0.060094999999999989 0.10043500000000001 -0.14920999999999998 0.12040000000000002 0.025430000000000005 -0.051469999999999995 0.10923000000000001 -0.070724999999999996 0.16730000000000003 0.083065000000000014 -1.0000000180025095e-35 0.08895500000000002 -0.076289999999999983 -0.074729999999999977 0.09692000000000002 0.086245000000000002 0.41378500000000007 0.090755000000000016 -0.065504999999999994 -0.010184999999999998 -0.093874999999999986 0.0077850000000000011 -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
left_child=3 2 8 5 9 7 12 14 -2 10 26 -7 -4 -3 -1 -13 17 20 -8 -11 25 22 24 -24 -18 -9 -5 -22
right_child=1 13 6 4 -6 11 18 16 -10 19 -12 15 -14 -15 -16 -17 21 -19 -20 -21 27 -23 23 -25 -26 -27 -28 -29
leaf_value=0.0048431277698677815 0.002090763213620124 0.0012250119209655796 0.00353601789068635 0.0032382140197524693 0.001975381991940809 0.0024230201455044151 0.0014999415167769919 0.004109899726343862 0.0008699154982855082 0.0035458604816686573 0.0023412585237401239 0.0028745012856085128 0.0026568325549822984 0.00030687067264753852 0.0040043556296899463 0.0036399040998557693 0.0035912743278020149 0.0031629325435496847 0.0021330127404656602 0.0041702393989180419 0.0037108789153640835 0.0031243033456776386 0.004008550576021023 0.0035583157447584852 0.0031496045987910101 0.0038061699182672468 0.0036287678725354443 0.003472821754957858
leaf_weight=66 56 63 79 54 98 87 54 60 96 78 76 56 77 67 73 74 55 58 73 53 179 54 54 454 73 546 56 112
leaf_count=66 56 63 79 54 98 87 54 60 96 78 76 56 77 67 73 74 55 58 73 53 179 54 54 454 73 546 56 112
internal_value=0 0.00180379 0.00211805 0.0035142 0.0030056 0.00361967 0.00254666 0.00370053 0.00131987 0.00332401 0.00298958 0.00295474 0.00310223 0.000752013 0.00440281 0.00331039 0.00364118 0.00372934 0.00186403 0.00379867 0.00376593 0.00351912 0.0035526 0.00360623 0.00333959 0.00383628 0.00343727 0.00361934
internal_weight=0 565 435 2416 415 2001 283 1784 152 317 186 217 156 130 139 130 1645 955 127 131 897 690 636 508 128 606 110 291
internal_count=2981 565 435 2416 415 2001 283 1784 152 317 186 217 156 130 139 130 1645 955 127 131 897 690 636 508 128 606 110 291
is_linear=0
shrinkage=0.00240373


Tree=1882
num_leaves=21
num_cat=0
split_feature=1 1 39 2 14 3 16 41 1 2 0 39 1429 2 3 16 0 1429 50 0
split_gain=167.568 26.5028 22.5233 20.5194 15.1914 11.5659 9.75833 9.28423 9.14395 8.16003 6.49074 5.88629 3.64255 2.97192 2.71591 2.66135 2.40216 2.11959 1.88965 1.62135
threshold=0.10818500000000002 0.12381000000000002 0.0039300000000000003 0.10043500000000001 0.056865000000000006 0.28833000000000003 -0.38959499999999997 0.077915000000000012 0.088035000000000016 0.095850000000000005 -0.14015999999999998 0.094405000000000003 0.084815000000000015 0.123795 -0.078384999999999996 -0.5020199999999998 -0.15029999999999996 1.0000000180025095e-35 0.11875500000000001 -0.081864999999999979
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 14 7 6 -3 9 -4 12 -11 -8 16 17 -2 -5 -1 -12 -18 -17
right_child=1 5 8 15 -6 -7 11 -9 -10 10 13 -13 -14 -15 -16 19 18 -19 -20 -21
leaf_value=0.003712256527604106 0.00328732134722815 0.00040897451069858741 0.0027376852029647666 0.00082895997228234057 0.0041107802448218256 -4.6360627595486576e-05 0.0021457146290042861 0.0018724546790809826 0.0014267564876440694 0.0018354080946020744 0.0028452572498733507 0.00093452432685518295 0.0026131081990729381 0.0022754924484884673 0.0024418583590772899 0.0012412749278949368 0.0031625475915544078 0.0034001184263122027 0.0026473744394343922 0.001904119355338831
leaf_weight=57 52 82 69 53 95 88 68 52 90 52 376 52 94 60 61 55 1357 59 55 54
leaf_count=57 52 82 69 53 95 88 68 52 90 52 376 52 94 60 61 55 1357 59 55 54
internal_value=0 0.00134346 0.0029811 0.00194559 0.00305049 0.000772376 0.0011292 0.00300389 0.00199583 0.00303176 0.00274677 0.00162111 0.00313148 0.00284245 0.00283118 0.00132769 0.00316463 0.00292058 0.0031425 0.00156992
internal_weight=0 565 2416 275 2257 290 202 2162 159 2110 547 120 1563 495 113 162 1469 435 1412 109
internal_count=2981 565 2416 275 2257 290 202 2162 159 2110 547 120 1563 495 113 162 1469 435 1412 109
is_linear=0
shrinkage=0.00270699


Tree=1883
num_leaves=20
num_cat=0
split_feature=1 3 40 39 14 3 3 12 12 12 12 3 42 12 1 12 3 1 42
split_gain=220.162 27.3914 22.3401 17.3989 11.0621 10.7445 11.7421 10.4051 8.29888 8.36575 5.38627 4.15245 3.62833 3.05212 4.65432 2.8102 2.61885 2.21311 0.744152
threshold=0.10818500000000002 0.31395500000000004 -0.077194999999999986 0.087735000000000021 0.064610000000000015 0.10766000000000002 -0.11749 0.085155000000000022 0.023990000000000004 0.10713500000000002 0.11697000000000002 -0.15624499999999999 0.10458000000000002 0.090285000000000018 0.086965000000000001 -0.083979999999999985 0.12955000000000003 0.09518500000000002 -0.086109999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 17 8 5 6 7 -4 16 -10 13 -9 15 14 -8 -5 -2 -1 -15
right_child=1 -3 4 12 -6 -7 10 11 9 -11 -12 -13 -14 18 -16 -17 -18 -19 -20
leaf_value=0.0024356927710301765 0.0014027827363023136 0.00033203255274803442 0.0016915326084615103 0.00097044923625993107 0.0039474824475976044 0.0021987365950038623 0.0033847165373840325 0.003375339559712478 0.0028199131765130449 0.001666159341005487 0.0025628023642743337 0.002523603017804305 0.00061573687906248944 0.0032768743537795247 0.0030084943627363562 0.001732379696511935 0.0020509953172306748 0.001769381317395813 0.0030789247330240501
leaf_weight=53 92 96 52 54 96 67 931 63 103 53 69 65 57 134 229 54 56 59 598
leaf_count=53 92 96 52 54 96 67 931 63 103 53 69 65 57 134 229 54 56 59 598
internal_value=0 0.00147924 0.00311338 0.00171401 0.00316336 0.00312926 0.00315837 0.00258161 0.0020485 0.00242809 0.00321129 0.00294301 0.00109758 0.00323493 0.00331047 0.00135165 0.00164822 0.00208491 0.0031152
internal_weight=0 565 2416 469 2304 2208 2141 180 304 156 1961 128 165 1892 1160 108 148 112 732
internal_count=2981 565 2416 469 2304 2208 2141 180 304 156 1961 128 165 1892 1160 108 148 112 732
is_linear=0
shrinkage=0.00235659


Tree=1884
num_leaves=29
num_cat=0
split_feature=2 2 2 2 43 52 52 49 2 13 3 2 3 2 47 3 3 52 13 3 13 2 52 42 2 43 2 3
split_gain=136.085 47.0531 29.3705 20.9379 14.9815 13.2472 27.5793 5.32898 5.59098 5.16512 4.95671 4.33694 5.76913 5.40762 2.89505 2.79106 2.66469 2.48586 2.05642 2.51428 2.63249 1.83194 1.97511 1.26064 1.23287 1.04383 1.01138 0.637977
threshold=0.12681500000000004 -1.0000000180025095e-35 0.095850000000000005 0.16730000000000003 -0.049999999999999996 -0.092084999999999986 0.042815000000000006 -0.048899999999999992 0.10859000000000001 -1.0000000180025095e-35 -0.0063699999999999989 0.076510000000000009 -0.063889999999999988 0.083185000000000023 0.09585500000000001 -0.11266 -0.014924999999999999 -0.55511499999999991 0.00029500000000000007 -0.077054999999999985 -0.070154999999999981 0.088905000000000026 -0.013914999999999999 0.09087000000000002 0.10605000000000002 -0.070914999999999992 0.090640000000000012 -0.078254999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 9 16 17 7 -7 -9 10 -2 12 14 -13 23 -15 -1 -4 19 -8 -21 22 -17 25 -19 -3 -23 -25
right_child=3 2 5 -5 -6 6 18 8 -10 -11 -12 13 -14 15 -16 21 -18 24 -20 20 -22 26 -24 27 -26 -27 -28 -29
leaf_value=0.001570501365478097 0.0017676366235062407 0.003649376801318013 0.0037358869864309312 -0.00014113736083333115 0.0025984997974956626 0.0011858438665367146 0.0036948936528156716 0.0025402773670024316 0.0016370973758472592 0.0020775193018792658 0.00072237449040187158 0.0041171772620386673 0.0023778197565780461 0.0029351086152389484 0.0028259632016643791 0.0037153345795527303 0.0007388555144047669 0.0033527803926508078 0.002698305459487784 0.0026871062989577339 0.0034766697982816976 0.0030742082574974168 0.003399962034324802 0.0029462626100212686 0.0028860393829085876 0.003273155390826875 0.0033608085957623482 0.0033048961414826983
leaf_weight=53 59 113 54 72 92 64 58 93 101 75 70 73 64 96 99 203 56 69 70 71 52 132 471 64 99 101 273 84
leaf_count=53 59 113 54 72 92 64 58 93 101 75 70 73 64 96 99 203 56 69 70 71 52 132 471 64 99 101 273 84
internal_value=0 0.00304536 0.00314455 0.0010889 0.00180961 0.00269671 0.00246054 0.00185094 0.00207021 0.00152317 0.00120066 0.00332917 0.00312616 0.00341455 0.00322999 0.00337087 0.00114349 0.00323808 0.00308702 0.00323719 0.00302114 0.00340962 0.00349499 0.0033404 0.00307791 0.00347195 0.00326747 0.00315
internal_weight=0 2705 2504 276 201 731 509 258 194 204 129 1773 525 1248 461 1175 109 222 251 181 123 1079 674 362 168 214 405 148
internal_count=2981 2705 2504 276 201 731 509 258 194 204 129 1773 525 1248 461 1175 109 222 251 181 123 1079 674 362 168 214 405 148
is_linear=0
shrinkage=0.00265391


Tree=1885
num_leaves=28
num_cat=0
split_feature=12 3 12 97 42 12 147 3 13 11 3 48 3 52 3 12 52 16 16 52 51 16 51 13 52 159 52
split_gain=102.629 34.072 21.9615 16.5936 14.7546 11.0063 8.832 9.77386 6.39666 6.22517 5.11316 4.92735 4.47736 3.97172 2.69563 2.0471 1.69469 2.13274 1.80546 1.08012 2.30082 1.01195 1.0092 0.953767 1.7131 0.832003 1.105
threshold=0.023990000000000004 0.13772500000000001 0.14824500000000004 -0.0047149999999999996 0.086700000000000013 0.093740000000000004 0.088035000000000016 -0.015474999999999997 -0.094609999999999986 1.0000000180025095e-35 0.3148450000000001 0.090935000000000016 -0.0045699999999999985 -0.064364999999999992 -0.10859999999999999 -0.010419999999999997 -0.54340999999999984 0.0030150000000000008 -0.14239499999999997 -0.089214999999999975 -0.085489999999999997 -0.18817999999999999 0.096130000000000007 -0.083574999999999997 -0.49865999999999994 -0.16310999999999995 -0.24166499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 6 9 7 13 -7 14 -3 15 -6 -5 -2 -9 -10 18 -18 23 -21 -22 -20 -16 -25 -19 -27
right_child=2 10 -4 4 12 8 -8 11 16 -11 -12 -13 -14 -15 19 -17 17 25 22 20 21 -23 -24 24 -26 26 -28
leaf_value=0.00087386080938951793 0.0024366860236597642 0.0013148328792289769 0.0013020000231172165 0.0014264088965560669 0.0018852550211114095 0.0018137934932495499 0.0014625284077822442 0.0026579728898800561 0.0031499793802644599 0.0036399202016778476 0.00039169850863667895 0.0022651292189092408 0.00093216137792042578 0.0023965667287112499 0.003057015832577024 0.0031851372914888723 0.0023980367889225667 0.0027539735955207953 0.0029368048376502039 0.003522308441043012 0.0027199992700989543 0.0030443116087191546 0.0025545625461875104 0.0030424430919143617 0.0024293631243759678 0.0026062320487158937 0.0021757140324746922
leaf_weight=64 52 64 54 53 69 52 52 71 55 102 91 78 56 53 83 136 60 53 268 62 66 949 53 52 65 74 78
leaf_count=64 52 64 54 53 69 52 52 71 55 102 91 78 56 53 83 136 60 53 268 62 66 949 53 52 65 74 78
internal_value=0 0.00182404 0.00287785 0.00208175 0.00221781 0.0029179 0.002432 0.00256087 0.0026589 0.0030433 0.000773036 0.0028022 0.00145848 0.00191174 0.00299749 0.00300445 0.00272742 0.00268771 0.00279893 0.00302031 0.003052 0.00302325 0.00287378 0.00284951 0.00270207 0.00248088 0.00238548
internal_weight=0 787 2178 632 568 2124 443 391 693 1431 155 285 125 106 1329 207 641 586 381 1277 1077 1015 321 200 117 205 152
internal_count=2965 787 2178 632 568 2124 443 391 693 1431 155 285 125 106 1329 207 641 586 381 1277 1077 1015 321 200 117 205 152
is_linear=0
shrinkage=0.00250084


Tree=1886
num_leaves=15
num_cat=0
split_feature=1 3 42 147 151 9 48 0 13 156 40 11 0 4
split_gain=7.2414 2.53594 2.55802 1.64352 2.37778 1.64077 2.32356 1.7487 3.48258 2.38787 2.14678 2.024 0.665193 0.140988
threshold=0.12000500000000001 0.28833000000000003 0.10656000000000002 0.090425000000000019 0.067425000000000013 0.084755000000000011 0.11156500000000001 -0.08176499999999999 -0.091014999999999999 0.090560000000000015 -0.066629999999999981 0.077330000000000024 -0.074249999999999997 0.080255000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 4 5 6 7 9 -9 11 -10 -1 -2 -14
right_child=1 -3 -4 -5 -6 -7 -8 8 10 -11 -12 -13 13 -15
leaf_value=0.0019504277888235883 0.00040797322114541926 -0.0014863739420228131 -0.0014863634864299544 1.9816100891398309e-05 0.0034316864358502589 0.0034280197410856647 -0.0002953557642132436 -0.0013224242216229377 0.0033708468803233319 -0.00030481992216035644 0.0013650157279410334 0.0041146858526327507 0.002117976989204027 0.0013483959627719993
leaf_weight=1210 77 93 53 66 92 60 70 53 66 52 908 52 52 61
leaf_count=1210 77 93 53 66 92 60 70 53 66 52 908 52 52 61
internal_value=0 2.02109e-05 0.000597277 0.00169354 0.0017366 0.00167344 0.00162973 0.00168734 0.00135523 0.00194683 0.00150105 0.0020397 0.00117911 0.00170355
internal_weight=0 336 243 2629 2563 2471 2411 2341 1027 1314 974 1262 190 113
internal_count=2965 336 243 2629 2563 2471 2411 2341 1027 1314 974 1262 190 113
is_linear=0
shrinkage=0.0107308


Tree=1887
num_leaves=28
num_cat=0
split_feature=2 2 2 2 12 12 12 11 2 47 13 40 457 13 12 2 12 12 52 52 15 52 2 12 42 13 52
split_gain=128.801 75.1738 25.0907 21.3398 16.5493 15.0383 10.0229 8.48223 5.58155 6.60521 4.9068 4.83381 3.66231 3.68633 3.44784 3.28119 3.17946 2.73982 1.86555 1.6122 1.5761 1.40654 1.35884 1.30883 0.900495 0.78604 0.655737
threshold=0.11891500000000001 -1.0000000180025095e-35 0.099655000000000007 0.17990500000000001 -0.073629999999999987 0.087605000000000002 0.090535000000000018 1.0000000180025095e-35 0.089545000000000013 0.11381500000000001 -0.023739999999999997 -0.080664999999999987 0.041935000000000007 -1.0000000180025095e-35 0.091290000000000024 0.13154000000000002 0.085075000000000026 0.083335000000000006 -0.06717999999999999 -0.51296999999999993 -0.08237499999999999 0.024870000000000003 0.08542000000000001 0.084065000000000015 0.086745000000000003 -0.078439999999999996 0.11330000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 6 11 12 10 8 9 14 -2 -1 13 -4 23 -8 -6 18 -10 -7 25 -21 -16 -3 -22 -19 -23
right_child=3 2 5 -5 16 19 15 -9 17 -11 -12 -13 -14 -15 22 -17 -18 20 -20 21 24 26 -24 -25 -26 -27 -28
leaf_value=0.0011993814316303972 0.00073414265954344559 0.0033068002821209537 0.0016843560120539899 -0.00018760245416719529 0.0016169585285753583 0.003085552573573052 0.0024447126066464201 0.0037739522530716254 0.0027147399575212163 0.0023031752074180465 0.0015257416533905413 0.00017507253432716495 0.0013383851749570227 0.0024227051255888634 0.0027672722699436285 0.001591319562554041 0.0024649445101263693 0.0033021732994919645 0.0020574653620197641 0.0024012856820071547 0.0025631540701376164 0.0030307607708459396 0.0031868843218466106 0.0031002227970674144 0.0028539467799459568 0.0028747400919572862 0.0026557822096627067
leaf_weight=57 103 255 77 58 52 69 56 81 52 69 87 54 54 87 237 53 55 53 53 83 113 52 59 719 157 54 66
leaf_count=57 103 255 77 58 52 69 56 81 52 69 87 54 54 87 237 53 55 53 53 83 113 52 59 719 157 54 66
internal_value=0 0.00274341 0.00286914 0.00117303 0.00136491 0.00237293 0.00143705 0.00299644 0.00296184 0.00304346 0.00109675 0.000701305 0.00189356 0.0020762 0.00308366 0.00203 0.00205308 0.00273506 0.00238322 0.00275989 0.00283299 0.00264796 0.002851 0.00315433 0.00273234 0.0030867 0.00282125
internal_weight=0 2608 2390 357 218 488 299 1902 1821 1339 190 111 218 164 1270 109 107 482 105 270 377 201 296 974 270 107 118
internal_count=2965 2608 2390 357 218 488 299 1902 1821 1339 190 111 218 164 1270 109 107 482 105 270 377 201 296 974 270 107 118
is_linear=0
shrinkage=0.0024518


Tree=1888
num_leaves=27
num_cat=0
split_feature=4 2 12 34 2 150 2 3 12 2 2 12 16 16 15 3 52 3 4 2 3 43 12 4 3 42
split_gain=208.179 59.6774 33.3044 23.9098 13.9175 12.7108 10.8619 8.33607 8.21624 5.56159 6.35962 5.70487 5.24002 6.32358 4.93916 3.55525 2.52973 2.27753 2.26912 2.06865 1.97484 1.94219 1.74269 1.57837 1.21616 0.991297
threshold=0.31392000000000003 0.10085000000000001 0.087470000000000006 -0.066379999999999981 0.15305000000000002 0.082085000000000019 0.12469000000000001 -0.14186499999999996 -0.038859999999999992 0.08895500000000002 0.072175000000000017 0.083785000000000012 0.13995000000000002 -0.095564999999999983 -0.43587999999999999 0.0012800000000000001 -0.089214999999999975 0.085880000000000012 0.053330000000000009 0.083970000000000017 -0.039864999999999991 0.05259500000000001 0.086535000000000015 0.032770000000000001 -0.13117499999999996 0.079335000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 8 12 23 -5 15 10 18 19 13 -3 -10 -2 -13 20 22 -12 21 -11 -9 24 -4 -26
right_child=4 2 6 7 -6 -7 -8 9 14 17 11 16 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27
leaf_value=0.0012016854594771879 0.0004838804865100722 0.0017434368200345866 0.0027517606451529617 0.0032203175028170353 -0.00077484115076475438 0.0002224472302566368 0.001286340036737253 0.0021077968610493185 0.0014417383636415846 0.0024011981068985701 0.0035033630994954451 0.0021585833064129765 0.001992747643668435 0.00068166062032300255 0.00056637866014302778 -0.00036127056864058754 0.002678841781478941 0.0018885829819344634 0.0020719298212841476 0.0029396178015823867 0.0028066730047864772 0.0020203033285959683 0.0025335404436939873 0.0020743168184891195 0.0021348202077585026 0.0025460621103338397
leaf_weight=76 52 52 58 98 55 78 67 63 55 346 54 58 52 78 103 59 542 62 96 114 52 96 382 84 67 66
leaf_count=76 52 52 58 98 55 78 67 63 55 346 54 58 52 78 103 59 542 62 96 114 52 96 382 84 67 66
internal_value=0 0.00230674 0.00165466 0.00249925 0.000305133 0.00101876 0.00213802 0.00254947 0.000526039 0.0025142 0.00259823 0.00273633 0.0013599 0.00110656 0.000871252 3.44294e-05 0.00262859 0.00231633 0.00240214 0.00312097 0.00236996 0.00231853 0.00247332 0.00234543 0.00246453 0.00233908
internal_weight=0 2641 602 2039 324 260 342 1963 269 1865 1309 768 182 130 158 111 600 556 541 168 494 442 445 275 191 133
internal_count=2965 2641 602 2039 324 260 342 1963 269 1865 1309 768 182 130 158 111 600 556 541 168 494 442 445 275 191 133
is_linear=0
shrinkage=0.00235659


Tree=1889
num_leaves=29
num_cat=0
split_feature=1 2 12 2 34 2 34 4 2 1 0 457 159 4 4 12 4 133 0 133 12 12 1 0 12 16 4 0
split_gain=198.682 38.0848 19.8215 16.7233 14.0838 12.7917 12.3887 10.8898 6.38942 11.5377 6.35155 5.74555 5.33263 3.61908 3.41935 3.07274 3.05471 2.59902 2.52295 2.51028 1.82218 1.72853 1.37538 1.17825 1.22163 1.08455 0.759782 0.666715
threshold=0.11690500000000002 0.099655000000000007 0.087470000000000006 0.17990500000000001 -0.027829999999999997 0.11891500000000001 -0.079224999999999976 0.11023000000000001 0.08895500000000002 0.087720000000000006 -0.14104999999999998 0.059100000000000007 0.085345000000000018 0.10583000000000002 0.056815000000000011 0.085905000000000023 0.053925000000000008 0.090030000000000013 -0.083804999999999977 0.11588000000000002 0.097240000000000007 0.10279500000000001 0.08776500000000001 -0.095724999999999991 0.099260000000000015 -0.0062949999999999994 -0.080114999999999978 -0.011064999999999998
decision_type=2 2 2 2 2 2 2 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 -2 7 -1 -6 10 15 -8 12 13 -3 19 25 17 21 -7 22 -18 27 -12 -17 -25 -10 -21 -4
right_child=3 2 16 -5 5 18 8 -9 9 -11 14 -13 -14 -15 -16 23 20 -19 -20 26 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=0.0018218196907710974 -0.00032847647949266179 0.0023659559036076994 0.003307383603770574 -0.00067129661605413809 0.0025658817644082662 0.00037669446065291198 0.0037156958030611208 0.0009604963290064147 0.0029467814924367328 0.0015800688957699578 0.0031160680093712386 0.00090308686389290556 0.0011108832452312279 0.00152358243404189 0.0024306308177795681 0.0030632493536663532 0.0025354886720157484 0.0022944752292770733 0.0010196814487584637 0.0028305471083512118 0.0018826548645650347 0.0025439265242853939 0.0028991857275861878 0.0027220954381957647 0.0022928801846307874 0.00348461278794252 0.0024365151894600204 0.0028848706233356143
leaf_weight=72 52 97 53 52 61 87 84 54 52 57 733 61 54 54 74 57 57 70 79 99 60 61 278 297 54 52 52 52
leaf_count=72 52 97 53 52 61 87 84 54 52 57 733 61 54 54 74 57 57 70 79 99 60 61 278 297 54 52 52 52
internal_value=0 0.00270448 0.00214164 0.000700656 0.000914978 0.00114518 0.00288212 0.00181229 0.00292252 0.0026916 0.00302204 0.001605 0.00181373 0.00206489 0.00297488 0.00281529 0.00254594 0.00271687 0.000682862 0.00300952 0.00220094 0.00289482 0.00305646 0.00271308 0.00265614 0.00321596 0.00269504 0.0030984
internal_weight=0 2580 619 385 333 281 1961 115 1889 569 1320 266 205 151 1236 512 353 236 166 1162 117 166 1011 408 351 104 151 105
internal_count=2965 2580 619 385 333 281 1961 115 1889 569 1320 266 205 151 1236 512 353 236 166 1162 117 166 1011 408 351 104 151 105
is_linear=0
shrinkage=0.00260187


Tree=1890
num_leaves=32
num_cat=0
split_feature=12 2 2 2 2 2 2 16 52 12 52 16 41 12 16 16 16 156 52 160 16 16 2 52 16 16 159 160 42 16 51
split_gain=173.787 48.8272 62.7189 43.6893 16.6496 11.4649 9.76045 7.57865 9.13836 7.32165 7.23211 6.64266 5.41373 3.84389 3.72616 3.42327 3.91985 2.55528 2.36759 2.25506 2.18483 2.04579 2.0454 1.70312 3.51542 1.643 1.39699 0.96638 0.911617 0.717734 0.534044
threshold=0.056995000000000011 0.10859000000000001 0.072175000000000017 0.13631000000000001 0.092250000000000013 0.14290000000000003 0.10100500000000003 -0.28430999999999995 -0.049669999999999999 0.090335000000000013 0.042815000000000006 0.0054050000000000009 0.075585000000000013 0.089685000000000015 0.0054050000000000009 -0.24404999999999996 0.054560000000000004 0.07881500000000001 -0.50196499999999988 0.056295000000000005 -0.41776999999999992 -0.092969999999999983 0.095850000000000005 0.06136500000000001 0.39813000000000004 0.20277000000000003 0.083800000000000027 -0.019279999999999995 0.082495000000000013 -0.089559999999999987 -0.26621499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 17 10 9 -1 -9 12 14 -6 21 -8 20 -11 19 -4 -18 22 -3 28 -17 24 -15 -20 27 -23 -2 -7 -26
right_child=3 5 4 -5 11 29 13 8 -10 15 -12 -13 -14 23 -16 16 18 -19 25 -21 -22 26 -24 -25 30 -27 -28 -29 -30 -31 -32
leaf_value=0.00032081288823056101 0.002737402494802854 0.0010885782268968301 0.003261128696184053 0.00099705291675924556 0.0019917679895796398 0.00044790650704779484 0.0020785033245088653 0.00078028785669841669 0.0021567504591708036 0.0023808308745233062 0.0020429931231821796 0.0030439658910682136 0.0040363329786346786 0.0022703221710170555 0.0014999222076608498 0.0031431348918963863 0.0031363788981242893 0.0039816717239129244 0.0028273866836216036 0.0036343453106221948 0.00038515822687011615 0.0031329794684786284 0.0026165691061602529 0.0030808776817254449 0.00278447326228727 0.0022250493269423861 0.0036058661188829349 0.0033345682033664877 0.0031407685139536435 3.1804960884024193e-05 0.0031462666221936503
leaf_weight=61 56 53 66 64 101 52 52 67 55 56 54 60 60 78 59 395 53 59 52 52 58 219 53 102 52 64 91 508 101 52 55
leaf_count=61 56 53 66 64 101 52 52 67 55 56 54 60 60 78 59 395 53 59 52 52 58 219 53 102 52 64 91 508 101 52 55
internal_value=0 0.00166693 0.00218463 0.00303312 0.00291622 0.000926614 0.00309519 0.00104111 0.00140104 0.00317012 0.00124523 0.00238406 0.00330536 0.00270608 0.000991663 0.00297703 0.00302689 0.00360144 0.0026965 0.00313851 0.000721266 0.00326034 0.0030809 0.00281969 0.00267555 0.00249529 0.00331084 0.00327388 0.00299706 0.000240112 0.00297069
internal_weight=0 797 469 2163 286 328 2099 183 122 1760 224 161 1035 339 170 725 669 125 169 500 111 975 448 287 185 116 818 727 157 104 107
internal_count=2960 797 469 2163 286 328 2099 183 122 1760 224 161 1035 339 170 725 669 125 169 500 111 975 448 287 185 116 818 727 157 104 107
is_linear=0
shrinkage=0.00250084


Tree=1891
num_leaves=17
num_cat=0
split_feature=31 0 14 52 15 52 124 0 3 480 157 12 484 42 52 0
split_gain=4.49519 3.26307 4.21544 3.56307 3.23957 1.80867 1.79831 1.5096 2.30597 1.66719 1.35971 1.43797 1.31714 1.43856 1.02847 1.00709
threshold=-0.017869999999999997 -0.12851999999999997 0.020750000000000005 -0.082554999999999976 -0.035654999999999992 1.0000000180025095e-35 -0.077084999999999987 -0.11214999999999999 -0.024819999999999998 -0.060589999999999998 -0.0041249999999999993 -0.032329999999999991 -0.084749999999999978 0.084855000000000014 -0.021309999999999996 -0.087544999999999998
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 -3 -8 9 -9 -10 -12 13 -11 -5 -14
right_child=1 6 -4 4 -6 -7 7 8 10 12 11 -13 15 -15 -16 -17
leaf_value=-0.0007512862741614018 0.0028375006501180841 0.00058417474133741064 0.0030940173402279575 0.00096994971881086761 -0.0024057958632745075 0.0019836437527995482 0.0037377203169544427 0.0002611092359016638 0.0024666808406404064 0.0040073311428540153 0.0016509220881471233 -0.00025929196636723681 0.0016103921484443534 0.0021655000287679679 -0.00078375432014511897 0.002232500452787571
leaf_weight=78 60 98 88 63 54 68 61 53 58 92 81 103 382 105 99 1417
leaf_count=78 60 98 88 63 54 68 61 53 58 92 81 103 382 105 99 1417
internal_value=0 0.00185839 0.000997982 0.000461454 -4.0125e-05 0.000514795 0.00201006 0.00206942 0.00202495 0.00214201 0.00103341 0.000580995 0.00219189 0.00302623 -0.000101051 0.00210047
internal_weight=0 2882 432 344 284 230 2450 2352 2291 2049 242 184 1996 197 162 1799
internal_count=2960 2882 432 344 284 230 2450 2352 2291 2049 242 184 1996 197 162 1799
is_linear=0
shrinkage=0.0107308


Tree=1892
num_leaves=28
num_cat=0
split_feature=4 0 14 1 0 3 49 0 3 13 150 51 484 403 15 43 3 4 150 4 4 484 51 51 4 4 0
split_gain=4.79047 3.93663 1.86488 1.83342 3.49759 3.33295 4.25428 2.05857 2.25461 1.85998 1.69116 2.68691 1.73289 1.52588 1.45196 2.12927 1.77633 1.56094 1.42158 1.31151 1.50031 1.65979 1.34151 1.17852 1.13689 0.839115 0.174867
threshold=0.31392000000000003 -0.011064999999999998 -0.10523499999999998 0.087055000000000007 -0.10147999999999999 -0.020759999999999997 -0.053544999999999988 -0.13843999999999998 0.018975000000000002 0.10188500000000002 0.083205000000000015 0.10692000000000002 0.085225000000000009 -0.074254999999999988 -0.0080049999999999982 -0.079524999999999985 -0.041789999999999994 -0.17568999999999999 0.081245000000000026 0.049545000000000006 -0.0083549999999999978 0.085560000000000011 -0.010009999999999998 -0.083174999999999985 0.48395000000000005 0.074650000000000008 -0.10726999999999999
decision_type=2 2 2 2 2 2 2 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 -5 -7 8 -1 13 11 19 -12 -6 16 -16 23 -17 24 20 21 -9 -22 -15 -4 -21 -27
right_child=1 -3 18 4 9 6 -8 10 -10 -11 12 -13 -14 14 15 17 -18 -19 -20 25 22 -23 -24 -25 -26 26 -28
leaf_value=0.0019796929283962279 0.0013929659524654142 0.0026075891315580388 -0.0028427716959658297 -0.0020996263036796498 0.0029071221265807978 0.0032566082318997418 -0.00061605792880794997 0.0020195071281436066 0.005087088491267832 0.0036658020145396413 0.0048115940007860429 -9.9688384255234807e-05 0.0019808902492427041 0.0013681058955000882 -0.0013420654034846226 0.002475720680094664 0.00058082579788324665 0.00055957419421977608 0.00056645626907877707 0.00025501079283812785 0.0045967231796742707 0.00029120289808856414 0.0024031127780746232 0.0034541532808261425 -0.00068471881394175543 0.0022318805744949498 0.0012750812625385735
leaf_weight=68 58 75 59 66 98 66 91 896 59 63 52 96 67 57 52 89 79 162 56 96 52 82 138 103 75 53 52
leaf_count=68 58 75 59 66 98 66 91 896 59 63 52 96 67 57 52 89 79 162 56 96 52 82 138 103 75 53 52
internal_value=0 0.000275558 -0.000429193 0.00177472 0.00135798 8.99172e-05 0.00101115 0.00200019 0.00342426 0.00176004 0.00188593 0.00177757 0.00321888 0.00157225 0.00133066 0.000796049 0.00200792 0.0012395 -0.000986084 0.0019093 0.00205855 0.00187472 0.00300412 0.00271177 -0.00163583 0.00104141 0.00175922
internal_weight=0 323 248 2637 926 223 157 1711 127 703 1584 1465 119 640 542 303 239 251 190 1369 1168 978 190 160 134 201 105
internal_count=2960 323 248 2637 926 223 157 1711 127 703 1584 1465 119 640 542 303 239 251 190 1369 1168 978 190 160 134 201 105
is_linear=0
shrinkage=0.0116154


Tree=1893
num_leaves=28
num_cat=0
split_feature=1 3 2 2 4 2 2 2 3 2 12 12 1 3 12 12 401 1 4 15 4 4 16 13 12 3 16
split_gain=219.796 45.7295 19.8408 16.4047 15.4559 14.6405 13.7725 12.0349 7.12833 6.28635 3.6389 5.23453 4.56554 2.84406 2.74999 2.69591 3.40074 3.13873 2.63146 2.05627 2.39651 2.01565 1.61512 1.29797 1.13617 1.08221 1.04791
threshold=0.10471000000000001 -0.057749999999999989 0.14744000000000002 -1.0000000180025095e-35 0.27120500000000008 0.10615500000000001 0.097005000000000022 0.10523 0.085880000000000012 -1.0000000180025095e-35 0.056995000000000011 0.11819000000000002 0.088470000000000007 0.15217000000000003 0.098785000000000012 0.086730000000000015 0.078330000000000025 0.087545000000000026 -0.092854999999999979 -0.067614999999999995 -0.035849999999999993 -0.078454999999999983 0.053305000000000012 0.0040450000000000009 0.094955000000000025 -0.069724999999999995 -0.024304999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 -3 6 -5 9 14 -7 -1 12 19 -8 -10 -2 16 17 22 -17 24 26 23 -11 -20 -12 -23 -21
right_child=1 2 -4 5 -6 8 10 -9 13 15 11 -13 -14 -15 -16 18 -18 -19 21 20 -22 25 -24 -25 -26 -27 -28
leaf_value=0.002373656176663561 0.0030381087518389165 2.7626719865991038e-05 -0.00037106811297879549 0.0026009127524475287 0.0015705175695171238 0.00028965288619457166 0.0027469941301926869 0.0014766150159471218 0.0018117596072302227 0.0032508271559722334 0.0023490034721805535 0.0020687338541232332 0.0017139061843194157 0.00096034236104602651 0.0022444223102811634 0.0026055593250344576 0.0038363151690365182 0.002693242117985795 0.0033804057261852889 0.0031232717572536109 0.0034797149657112853 0.0029901404733323192 0.0036603617730737534 0.0029160739505783208 0.002867251901715954 0.0033986101376235452 0.0026136136742153909
leaf_weight=73 80 89 98 56 54 64 65 100 62 490 54 64 61 54 54 76 81 68 270 58 74 484 84 54 76 54 63
leaf_count=73 80 89 98 56 54 64 65 100 62 490 54 64 61 54 54 76 81 68 270 58 74 484 84 54 76 54 63
internal_value=0 0.00122763 0.000696353 0.00101831 0.00300277 0.00139179 0.00303715 0.00218789 0.00101546 0.00315268 0.00264809 0.00277791 0.00224708 0.00141566 0.00271848 0.0031869 0.00331168 0.00324544 0.00309069 0.00291747 0.00309418 0.00313343 0.00331081 0.00330311 0.0026522 0.00303119 0.00285815
internal_weight=0 657 423 325 2303 236 2249 234 180 1734 515 389 126 116 134 1661 723 642 938 325 195 862 574 324 130 538 121
internal_count=2960 657 423 325 2303 236 2249 234 180 1734 515 389 126 116 134 1661 723 642 938 325 195 862 574 324 130 538 121
is_linear=0
shrinkage=0.00270699


Tree=1894
num_leaves=33
num_cat=0
split_feature=1 12 14 52 10 15 12 15 3 1 13 52 13 3 12 1 51 3 52 13 12 15 13 403 15 1212 1 49 399 12 12 12
split_gain=3.42081 3.63192 2.44745 2.80633 2.10771 3.16859 2.25047 2.89193 2.21738 1.71043 2.62744 1.63245 1.53319 1.67737 1.49639 1.92494 2.05561 1.83224 1.72229 1.26966 2.14865 1.51825 1.38949 1.50957 0.928567 0.848331 0.746499 0.703556 0.832165 0.61692 1.17236 0.440738
threshold=0.087055000000000007 0.088965000000000002 -0.073149999999999979 0.064135000000000011 -1.0000000180025095e-35 0.021950000000000001 -0.020034999999999994 -0.21242999999999998 -1.0000000180025095e-35 0.11239500000000001 -0.071564999999999976 -0.052874999999999991 0.0040450000000000009 -0.081864999999999979 0.087065000000000017 1.0000000180025095e-35 -0.085594999999999991 -0.12077499999999998 -0.015539999999999998 -1.0000000180025095e-35 0.083815000000000014 -0.040769999999999994 -0.081849999999999992 -0.082419999999999979 0.097415000000000015 -0.072599999999999984 0.10198500000000001 -0.012224999999999998 0.085965000000000014 0.11667000000000001 0.10682000000000001 0.092675000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 4 -4 6 7 -6 -8 12 -11 -2 13 -3 15 16 -1 -16 -17 20 21 -18 23 -22 31 -19 -14 -27 29 30 -29 -15
right_child=1 9 3 -5 5 -7 8 -9 -10 10 -12 -13 26 24 17 18 19 25 -20 -21 22 -23 -24 -25 -26 27 -28 28 -30 -31 -32 -33
leaf_value=0.0038021102874644806 0.00065869918828164484 0.0038019028023328345 -0.0011615238803516291 -0.0017336453801302897 -0.00060440241357960056 0.0029774730389698447 -0.0017875897731439599 0.0027334534044988522 0.00053467810640092672 -0.0011688651963071852 0.0019434610396421523 0.0035020537786409306 1.4805780009621344e-05 0.0018127546809222157 -0.00053979363974871245 0.0019701654219002229 0.0016938580688041329 0.0027969407562851521 0.0043136551609065403 1.6048458016433953e-05 -0.00072664260101193943 0.004269870795538905 0.0025396712754744582 0.0013989780024378554 0.0007603607540582571 0.0027255028409316397 0.0019284260876232665 0.00121007078378962 0.0024035610581159958 9.6764784642825984e-05 0.0028400233789453956 0.0032120930493913899
leaf_weight=64 52 96 82 83 53 74 83 92 149 59 87 53 53 59 54 74 53 73 91 56 55 68 98 203 59 58 53 552 98 53 64 59
leaf_count=64 52 96 82 83 53 74 83 92 149 59 87 53 53 59 54 74 53 73 91 56 55 68 98 203 59 58 53 552 98 53 64 59
internal_value=0 0.0010128 0.000487931 0.000213789 0.000517276 0.000822782 0.000399522 0.00151257 -0.000295609 0.00173339 0.000684907 0.00209507 0.00213696 0.00258855 0.00179723 0.00217367 0.0018723 0.00149579 0.00326337 0.00164035 0.00183078 0.00314254 0.00138459 0.000945371 0.00192978 0.00161833 0.000972763 0.0015139 0.00142212 0.00127816 0.00137961 0.00251345
internal_weight=0 1246 721 616 533 451 377 145 232 525 146 105 379 273 1714 762 597 952 165 533 477 121 356 258 177 898 106 825 767 669 616 118
internal_count=2960 1246 721 616 533 451 377 145 232 525 146 105 379 273 1714 762 597 952 165 533 477 121 356 258 177 898 106 825 767 669 616 118
is_linear=0
shrinkage=0.0113877


Tree=1895
num_leaves=13
num_cat=0
split_feature=10 2 151 13 52 4 11 2 3 2 40 12
split_gain=6.22625 2.25997 1.89619 1.92265 1.94625 1.79843 1.59655 1.67003 1.84649 1.47764 1.13043 1.57148
threshold=-0.089679999999999982 0.11366500000000002 -0.065174999999999983 -0.14022999999999999 -0.06860999999999999 -0.51323499999999989 0.089560000000000015 -0.087809999999999985 0.11500500000000001 0.13554000000000002 -0.081079999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2 7 -7 10 -6 -9 -12
right_child=1 2 3 4 9 6 -8 8 -10 -11 11 -13
leaf_value=-0.001451108739958754 -0.00054724946311913427 -0.0010051585305741019 -0.00065814169092306214 -4.4548322723632568e-05 0.0023981674328494903 -0.00042392930987016124 0.0027658045854079597 0.0022279300441549396 0.0028403427965803083 0.00070890649631664656 0.00010453717722024088 0.0011732034043368225
leaf_weight=90 53 69 73 94 97 57 55 82 58 85 128 1994
leaf_count=90 53 69 73 94 97 57 55 82 58 85 128 1994
internal_value=0 0.00104412 0.000409311 0.000689248 0.00104598 0.00115341 0.00119142 0.00115404 0.00119385 0.00160977 0.00115047 0.00110879
internal_weight=0 2845 418 349 276 2427 2374 2319 2262 182 2204 2122
internal_count=2935 2845 418 349 276 2427 2374 2319 2262 182 2204 2122
is_linear=0
shrinkage=0.00934185


Tree=1896
num_leaves=18
num_cat=0
split_feature=1 40 156 16 159 13 1444 448 150 3 474 16 13 13 51 16 1
split_gain=2.8987 1.96384 1.48765 1.69801 2.77935 1.97538 1.81431 1.51929 1.78203 1.71287 1.47538 1.41962 1.133 1.30051 1.34029 1.81715 0.753575
threshold=0.11869500000000001 -0.08440499999999998 0.11659000000000001 0.0060400000000000011 0.08894500000000001 -0.087144999999999986 -0.069054999999999991 -0.063044999999999976 0.11183500000000002 -0.14186499999999996 0.023345000000000001 0.51165500000000008 -0.10939499999999998 0.10621000000000001 -0.064959999999999976 -0.14158499999999996 0.13872000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 -3 -8 9 -9 11 -7 16 14 -14 -16 -2
right_child=12 2 -4 4 -6 10 7 8 -10 -11 -12 -13 13 -15 15 -17 -18
leaf_value=-0.00063463108708408113 -0.0017202036911869326 0.0029443447302512447 0.002411463003861903 0.0026563389952581878 -0.001090220615620215 -0.00011596107969358247 -0.0003390489767794009 0.0023695369381543474 0.0026649930511882212 0.00099137285904438263 0.001902762755278443 0.0014352113629565292 0.002189131165724255 -0.00095699734512337759 0.0012914928486072318 -0.0011279817904945675 -6.1492437417264099e-05
leaf_weight=74 52 55 78 53 94 236 74 98 75 1597 70 81 52 55 75 55 61
leaf_count=74 52 55 78 53 94 236 74 98 75 1597 70 81 52 55 75 55 61
internal_value=0 0.000988008 0.00103587 0.000991726 0.00048761 0.000824938 0.00113343 0.00107935 0.00113872 0.00107112 0.000573847 0.000280055 7.13557e-06 0.000404705 0.000816801 0.000267039 -0.000825749
internal_weight=0 2585 2511 2433 534 440 1899 1844 1770 1695 387 317 350 237 182 130 113
internal_count=2935 2585 2511 2433 534 440 1899 1844 1770 1695 387 317 350 237 182 130 113
is_linear=0
shrinkage=0.0101119


Tree=1897
num_leaves=20
num_cat=0
split_feature=1 1 4 3 40 4 14 4 4 43 1 40 47 4 47 3 43 13 400
split_gain=140.378 24.7276 23.2401 13.6378 9.98555 7.6528 7.08974 4.9326 16.5083 4.55457 3.85052 3.59038 3.04506 2.89876 3.1189 6.53627 2.82478 0.809042 0.726217
threshold=0.10818500000000002 0.13074500000000003 0.31392000000000003 -0.029394999999999998 -0.077194999999999986 0.31392000000000003 0.073890000000000011 -0.111135 -0.44205499999999992 -0.049364999999999992 0.085550000000000015 -1.0000000180025095e-35 0.089575000000000016 -0.082619999999999985 0.078345000000000012 0.085880000000000012 -0.0101 0.0048350000000000008 -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 3 4 12 -1 -3 7 8 10 -5 -6 -7 -2 17 15 -15 -16 18 -9
right_child=1 5 -4 9 6 11 -8 13 -10 -11 -12 -13 -14 14 16 -17 -18 -19 -20
leaf_value=0.002322319265878219 0.0023578263745390789 0.0016101061021848999 0.0014265341249954629 0.0010224915628573809 0.0027091498554030415 0.001114436709094827 0.0038764869195713429 0.0032538620260827698 0.0017179177608859341 0.0019241881658176373 0.0036091501584700515 0.00029829179393941422 0.0031207631906442572 0.0031144846108479571 0.0031811231505302685 0.0021892342621361574 0.0037981578193620634 0.0031564972395124982 0.0035552585794717539
leaf_weight=101 84 85 56 61 52 62 90 82 70 101 86 89 62 1326 133 54 82 80 179
leaf_count=101 84 85 56 61 52 62 90 82 70 101 86 89 62 1326 133 54 82 80 179
internal_value=0 0.00161935 0.00308384 0.00210501 0.00312358 0.000985414 0.00315979 0.00312969 0.00274794 0.00158483 0.00327022 0.000633582 0.002682 0.00317069 0.00312392 0.0030783 0.00341659 0.00338939 0.00346067
internal_weight=0 544 2391 308 2335 236 2234 2144 208 162 138 151 146 1936 1595 1380 215 341 261
internal_count=2935 544 2391 308 2335 236 2234 2144 208 162 138 151 146 1936 1595 1380 215 341 261
is_linear=0
shrinkage=0.00260187


Tree=1898
num_leaves=11
num_cat=0
split_feature=10 123 123 40 156 2 10 2 51 1
split_gain=4.03565 2.73278 3.46956 2.10408 1.48884 2.02358 2.06742 1.60777 1.49232 1.69746
threshold=-0.089679999999999982 0.10832000000000001 0.090655000000000013 -0.08440499999999998 0.11538000000000002 0.10836000000000003 0.057650000000000007 -0.012574999999999998 0.11371000000000002 0.10749500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 9 -7
right_child=1 -3 -4 4 -6 8 -8 -9 -10 -11
leaf_value=-0.0013729151255544325 -0.00090907547402702235 -0.0015098427717848751 0.0040106247219441988 0.0032448139300196273 0.0024686235427710686 0.00072764808793997736 -0.00093082842361830902 0.0012155010822083915 0.0020651412103024152 -0.00083858681909841897
leaf_weight=90 68 52 53 52 102 219 57 2033 57 152
leaf_count=90 68 52 53 52 102 219 57 2033 57 152
internal_value=0 0.00107576 0.00112394 0.00106806 0.00111843 0.00106479 0.00120765 0.00126617 0.000349539 8.56285e-05
internal_weight=0 2845 2793 2740 2672 2570 2142 2085 428 371
internal_count=2935 2845 2793 2740 2672 2570 2142 2085 428 371
is_linear=0
shrinkage=0.0113877


Tree=1899
num_leaves=27
num_cat=0
split_feature=12 10 15 15 43 12 12 16 15 15 15 43 475 49 481 11 16 43 43 151 15 12 15 1213 15 15
split_gain=52.4502 20.3031 10.1589 8.80396 5.88091 5.36788 5.80017 5.16182 4.77371 4.28859 4.04318 4.50816 2.8223 2.76727 2.3203 2.08804 1.99482 1.48343 1.64357 1.31433 1.28639 1.03867 2.05048 0.544881 0.417831 0.236555
threshold=-1.0000000180025095e-35 -0.086389999999999981 -0.26361999999999991 0.039965000000000007 -0.16318499999999997 0.056995000000000011 0.09696500000000001 -0.083144999999999983 0.13592500000000005 -0.46645999999999993 -0.098139999999999991 -0.073404999999999984 -0.051584999999999992 0.059130000000000009 -0.0087899999999999975 1.0000000180025095e-35 0.40955000000000003 0.064420000000000019 0.24306000000000003 -0.029339999999999995 -0.0070899999999999991 0.091290000000000024 0.090650000000000022 -0.021204999999999998 -0.096164999999999987 -0.070974999999999983
decision_type=2 2 2 2 2 2 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 7 14 24 15 -1 -4 19 -9 16 -7 17 -8 21 -19 -12 -16 22 -5 -23 -6 -14
right_child=1 3 10 8 5 6 13 12 -10 -11 11 -13 25 -15 20 -17 -18 18 -20 -21 -22 23 -24 -25 -26 -27
leaf_value=0.0011152823446695156 0.00070495382735033367 0.0014512327920821208 0.0020527163662362301 0.0025703022453717307 0.0013630447872587303 0.002841565935212806 0.001598551874056378 0.0017835135483712287 0.0019192344408885367 0.00016322959465751185 0.00078377185860532806 0.0018495932607122108 0.0023509681369404505 0.0023457802746748697 0.0024490929105524428 0.0030642182691563947 0.0022105108121517193 0.0019384041511741658 0.0025872167542198765 0.0013395877970537359 0.0021234542169164001 0.0026703584408484804 0.0029772150923362065 0.0024077854802848344 0.0016736457907650501 0.0026037029227285132
leaf_weight=79 52 66 91 407 58 93 111 62 82 54 59 84 53 102 559 56 54 55 52 57 98 71 107 254 63 56
leaf_count=79 52 66 91 407 58 93 111 62 82 54 59 84 53 102 559 56 54 55 52 57 98 71 107 254 63 56
internal_value=0 0.00231459 0.00132505 0.00234862 0.00221022 0.00224847 0.00233788 0.00193697 0.00252414 0.000728943 0.00159741 0.0013901 0.00222832 0.00200799 0.00245528 0.00257361 0.001799 0.00254454 0.00225397 0.00105713 0.00240056 0.00258156 0.00265506 0.00246523 0.00152499 0.00248107
internal_weight=0 2511 424 2459 1375 1309 1017 292 1084 133 291 200 171 267 750 1002 165 946 107 116 657 839 514 325 121 109
internal_count=2935 2511 424 2459 1375 1309 1017 292 1084 133 291 200 171 267 750 1002 165 946 107 116 657 839 514 325 121 109
is_linear=0
shrinkage=0.00260187


Tree=1900
num_leaves=16
num_cat=0
split_feature=3 151 15 3 48 39 0 48 15 483 3 12 3 42 3
split_gain=3.63389 1.83871 5.23772 1.92737 1.92749 1.8585 1.76627 1.41905 1.92588 2.2457 2.14675 2.03713 1.5528 1.24371 1.11661
threshold=0.35004500000000011 0.05680000000000001 -0.018024999999999996 0.097775000000000015 0.094275000000000012 0.098100000000000007 -0.14259999999999998 0.10713500000000002 0.025430000000000005 -0.067744999999999986 -0.092109999999999984 0.083785000000000012 -0.08175499999999998 0.091695000000000013 -0.11266
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 6 7 -5 8 9 12 -11 -10 -1 -7 -13
right_child=-2 2 -4 4 -6 13 -8 -9 11 10 -12 14 -14 -15 -16
leaf_value=0.0028432368549057025 -0.0010301122649244595 0.0012619498031526124 -0.0022887361172376371 0.0034351293305530544 0.00045023516258984296 0.00073337241168295708 0.0014297729716237311 0.0019445053016496434 0.0023663685801552942 -0.00017551785874882317 0.00072278408168862014 0.0021737250467365916 0.00080306286304426485 -0.0011335092279719393 0.00094138196144079539
leaf_weight=57 80 82 53 62 61 52 76 98 96 265 926 61 59 59 894
leaf_count=57 80 82 53 62 61 52 76 98 96 265 926 61 59 59 894
internal_value=0 0.000871234 -0.000131327 0.0009202 0.00175524 0.000855428 0.00233141 0.000905793 0.000862583 0.000636821 0.000522831 0.00114325 0.00180637 -0.000258087 0.0010202
internal_weight=0 2901 135 2766 199 2567 138 2456 2358 1307 1191 1051 116 111 955
internal_count=2981 2901 135 2766 199 2567 138 2456 2358 1307 1191 1051 116 111 955
is_linear=0
shrinkage=0.00880303


Tree=1901
num_leaves=25
num_cat=0
split_feature=1 3 15 39 1 1 4 47 4 158 0 1 1375 0 39 1 51 0 12 39 52 4 4 3
split_gain=182.448 41.3481 12.3536 11.0437 15.0112 8.1126 7.76849 6.443 5.35818 5.80175 5.02601 6.88363 4.6651 6.61326 3.7384 3.59837 3.31911 2.96089 2.10458 1.79678 1.6532 1.55091 1.16146 0.92154
threshold=0.10404000000000001 -0.06656999999999999 -0.26361999999999991 0.0047850000000000011 0.088035000000000016 0.14566000000000004 0.41377500000000006 1.0000000180025095e-35 0.046185000000000004 0.019155000000000002 0.040570000000000002 0.081540000000000015 -0.092979999999999993 -0.14259999999999998 0.085505000000000012 0.083670000000000008 -0.091829999999999981 -0.15941999999999998 0.084065000000000015 0.089155000000000012 -0.34918499999999997 0.074650000000000008 -0.0086549999999999978 -0.087169999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 5 8 -5 19 16 14 10 15 12 -12 -1 17 22 21 -2 -14 23 -3 -20 -10 -4 -15
right_child=1 2 7 4 -6 -7 -8 -9 9 -11 11 -13 13 18 -16 -17 -18 -19 20 -21 -22 -23 -24 -25
leaf_value=0.002076874337209318 0.0029051232655949431 0.00087712582829256494 0.0012903707489759326 0.0027662125603896757 0.00099461777904519657 -0.00075051377075317674 0.00122334217187849 0.0015581381620609295 0.0020401506853425983 0.0029959036934719646 0.0016424922612476983 0.0028872946048665222 0.0031175750222469205 0.0028648490109006186 0.0001699269208487246 0.0015636155650323709 0.0021090833140702801 0.0039297808265201595 0.0025007473189709536 0.00021450879469166959 0.0028248673374824812 0.0026211775959854586 0.00076333638543495184 0.0032642393252464816
leaf_weight=53 58 52 52 77 60 52 53 103 55 85 59 67 78 69 58 52 103 54 123 65 1297 81 69 106
leaf_count=53 58 52 52 77 60 52 53 103 55 85 59 67 78 69 58 52 103 54 123 65 1297 81 69 106
internal_value=0 0.00114498 0.000689033 0.00272215 0.00199054 0.000121461 0.00210573 0.00102907 0.00276813 0.00241966 0.00281803 0.00230464 0.00285436 0.0028782 0.00072448 0.00215898 0.00239603 0.00345006 0.00283086 0.000509247 0.00279681 0.00238641 0.000990065 0.00310693
internal_weight=0 665 451 2316 137 169 214 282 2179 273 1906 126 1780 1727 179 188 161 132 1595 117 1420 136 121 175
internal_count=2981 665 451 2316 137 169 214 282 2179 273 1906 126 1780 1727 179 188 161 132 1595 117 1420 136 121 175
is_linear=0
shrinkage=0.00265391


Tree=1902
num_leaves=11
num_cat=0
split_feature=3 1452 13 14 48 13 15 3 3 12
split_gain=3.04669 2.12864 1.92927 2.32001 2.04855 2.29546 2.25391 2.48671 1.97713 1.46965
threshold=0.3148450000000001 0.087375000000000008 0.27139000000000008 0.078785000000000008 0.14177500000000004 -0.15941999999999998 0.039965000000000007 -0.10175499999999998 -0.11151499999999999 0.088795000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -8 -3
right_child=-2 9 -4 -5 -6 6 8 -9 -10 -11
leaf_value=0.0032006053893631511 -0.0010884435836075238 0.0043553213380688469 0.0035430141639124853 -0.0012488020794545927 -0.00131534195354935 -0.0003952354274449441 0.0039199335614423384 0.0010407695286068553 0.0014652517155780889 0.0014433890388697748
leaf_weight=88 94 56 52 65 52 223 55 1308 934 54
leaf_count=88 94 56 52 65 52 223 55 1308 934 54
internal_value=0 0.00121091 0.00114288 0.00109703 0.00115441 0.0012037 0.00113391 0.000831518 0.0016019 0.00292705
internal_weight=0 2887 2777 2725 2660 2608 2520 1531 989 110
internal_count=2981 2887 2777 2725 2660 2608 2520 1531 989 110
is_linear=0
shrinkage=0.0125729


Tree=1903
num_leaves=17
num_cat=0
split_feature=3 2 151 1213 3 11 155 39 51 3 474 51 51 133 3 3
split_gain=2.28878 2.06806 4.84813 2.39807 2.25359 1.63027 1.92421 1.61346 1.50322 1.49485 1.41635 1.12391 1.22098 1.23095 1.01117 0.936731
threshold=0.30863500000000005 0.093320000000000014 0.0048400000000000014 0.060985000000000004 0.093925000000000022 0.080455000000000013 0.081835000000000005 0.098380000000000009 0.095375000000000015 1.0000000180025095e-35 0.085960000000000023 -0.21875499999999998 0.046060000000000011 0.056015000000000002 -0.080294999999999991 0.41720500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 5 6 8 11 9 10 -1 -3 13 -13 -14 -2
right_child=15 2 -4 -5 -6 -7 -8 -9 -10 -11 -12 12 14 -15 -16 -17
leaf_value=0.00090860370549450831 -0.0015150747177844722 0.0019650686137873473 -0.0022865831025197744 -0.0015115938635753979 0.0031800713260409699 0.0025843268727387902 -0.00078627152403564588 -0.00069608112368400952 -0.00026382720310119299 0.0024510868827359255 0.0020886533066221792 0.00018940813913739942 0.0027978495179170138 0.0012259736610521206 0.0010066493641057526 0.00034498567859758911
leaf_weight=1351 63 101 66 53 54 69 69 74 97 84 123 367 52 194 107 57
leaf_count=1351 63 101 66 53 54 69 69 74 97 84 123 367 52 194 107 57
internal_value=0 0.000851958 0.000470016 0.00066205 0.00106158 0.000997717 0.00093415 0.000790894 0.00100595 0.00108507 0.00100715 0.000925058 0.000779012 0.000548064 0.00159316 -0.00063061
internal_weight=0 2861 1014 948 1847 1793 1724 895 1655 1558 1474 821 720 561 159 120
internal_count=2981 2861 1014 948 1847 1793 1724 895 1655 1558 1474 821 720 561 159 120
is_linear=0
shrinkage=0.0105204


Tree=1904
num_leaves=23
num_cat=0
split_feature=1 1213 11 0 16 15 2 0 15 1 34 39 1 13 1186 1454 1447 159 2 16 42 13
split_gain=2.17608 4.73389 3.00447 2.4716 2.09385 3.51286 1.84402 4.07195 5.49483 2.34291 2.89617 2.05066 1.6959 1.36328 1.30546 0.908626 1.46142 0.806939 0.811264 0.765874 0.661329 0.152195
threshold=0.080320000000000016 0.0041950000000000008 0.095470000000000013 0.11737000000000002 0.24100000000000002 -0.055184999999999991 1.0000000180025095e-35 -0.037444999999999992 -0.015539999999999998 0.13130500000000003 -0.069854999999999987 0.08252000000000001 1.0000000180025095e-35 -0.086554999999999979 0.081240000000000021 0.082230000000000011 -0.085709999999999995 0.092630000000000018 0.10406500000000002 0.23074000000000003 0.083725000000000008 -0.070774999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 12 21 9 8 11 10 -2 -8 14 -12 15 16 -1 18 -18 -9 -19 -6
right_child=1 -3 -4 -5 5 -7 7 19 -10 -11 13 -13 -14 -15 -16 -17 17 20 -20 -21 -22 -23
leaf_value=0.0026130581218069492 0.0033761677673141192 -0.0028629544736659333 0.0031396302276689722 -0.0017020298756947965 0.0013877778587492451 -0.0025137869617121913 0.00084059420626591273 0.0028197682343268 -0.0026826305273495569 -0.00085197259472788575 -0.00061985891855472299 -0.00094790929502631244 0.0030606295938107745 0.00111199043797671 0.0027285796274874358 -0.00044500126739233922 0.00073123650993639846 0.0010061067153954153 0.0016543950459572397 0.0009734962575306457 0.0027348374224490739 0.00053659440128951414
leaf_weight=69 66 54 52 66 53 55 239 60 103 81 65 120 54 437 55 54 945 57 136 53 54 53
leaf_count=69 66 54 52 66 53 55 239 60 103 81 65 120 54 437 55 54 945 57 136 53 54 53
internal_value=0 0.00037772 0.000508209 0.000402044 0.000982404 -0.000223778 0.000515596 5.49971e-05 -0.000409433 0.000923493 0.00117689 0.000242434 0.00111886 0.00088751 0.00104224 0.000971615 0.00103237 0.000940774 0.000847489 0.00195487 0.00184818 0.000963311
internal_weight=0 1396 1342 1290 1585 161 1224 575 462 649 568 359 1424 502 1370 1315 1261 1192 1081 113 111 106
internal_count=2981 1396 1342 1290 1585 161 1224 575 462 649 568 359 1424 502 1370 1315 1261 1192 1081 113 111 106
is_linear=0
shrinkage=0.0111644


Tree=1905
num_leaves=25
num_cat=0
split_feature=3 123 16 160 3 160 47 157 0 160 16 13 16 156 42 49 43 12 12 16 0 0 160 3
split_gain=109.035 59.7084 26.0992 14.6895 9.43426 8.38439 6.21641 7.76112 5.93126 16.1401 5.33934 5.21175 4.76996 4.60884 4.21061 4.37733 3.8801 5.66499 3.61635 3.10833 3.04314 2.1755 1.64051 1.54725
threshold=0.30863500000000005 0.080635000000000012 -0.26194999999999996 0.08234000000000001 -0.066229999999999997 -0.0076849999999999991 1.0000000180025095e-35 -0.076719999999999983 -0.069414999999999991 -0.034419999999999992 0.053305000000000012 -0.48634999999999995 0.4028000000000001 0.083125000000000018 0.092600000000000016 -0.014989999999999998 -0.00067499999999999993 0.085685000000000025 0.083535000000000012 0.0054050000000000009 -0.10147999999999999 -0.083514999999999992 0.04198000000000001 0.093925000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 -1 7 -6 16 -10 -11 -2 -12 22 15 -3 18 -18 -4 -20 23 -19 -9 -7
right_child=11 14 4 -5 6 20 -8 13 9 10 12 -13 -14 -15 -16 -17 17 21 19 -21 -22 -23 -24 -25
leaf_value=0.002999955193899213 0.0011299337235693677 0.0015777694044560591 0.0041915946076781238 0.0036207385093036974 0.0019217669314011677 0.0024936563428080388 0.0036271028956049978 0.0029793464855548016 0.0018848632157228941 0.0027926906588752291 0.0043097044108522369 0 0.0033601004602558438 0.0036993661647432472 0.0013052652432843854 0.0025475515500433003 0.0024755053388368152 0.0036606034442402389 0.003602364708646185 0.0032423200269288163 0.001423525497486337 0.0031818354283043378 0.0024828336051930513 0.0018328115377228443
leaf_weight=67 54 67 65 67 58 52 90 181 65 78 55 67 134 57 85 70 59 129 913 220 68 155 68 53
leaf_count=67 54 67 65 67 58 52 90 181 65 78 55 67 134 57 85 70 59 129 913 220 68 155 68 53
internal_value=0 0.00312797 0.00324162 0.00249938 0.00333953 0.00218622 0.00298893 0.00283106 0.00342449 0.00309554 0.00339017 0.000504148 0.00363659 0.00300332 0.00177948 0.00207349 0.00349534 0.00324057 0.00356826 0.00353248 0.00187091 0.00339941 0.00284387 0.00216036
internal_weight=0 2856 2634 307 2327 240 454 364 1873 332 267 121 189 306 222 137 1541 343 1198 1133 173 284 249 105
internal_count=2977 2856 2634 307 2327 240 454 364 1873 332 267 121 189 306 222 137 1541 343 1198 1133 173 284 249 105
is_linear=0
shrinkage=0.00270699


Tree=1906
num_leaves=22
num_cat=0
split_feature=1 16 123 1 1 376 160 151 13 0 0 151 0 2 2 1186 0 0 0 16 13
split_gain=85.0636 17.2525 10.2739 8.01565 7.2974 4.64703 5.17008 4.52076 3.59038 5.46902 3.09519 6.50127 2.39972 3.24346 2.49441 2.3667 3.50327 2.03348 1.73099 1.82592 0.869614
threshold=0.10471000000000001 0.12992000000000004 1.0000000180025095e-35 0.14754500000000001 0.12963000000000002 0.048375000000000008 -0.082739999999999994 0.053170000000000002 -0.085349999999999995 -0.10462499999999998 -0.15029999999999996 -1.0000000180025095e-35 -0.10594499999999998 0.092155000000000015 0.10836000000000003 0.081240000000000021 -0.037444999999999992 -0.036459999999999992 -0.062714999999999979 -0.44388499999999992 0.00029500000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 5 -3 6 -2 10 9 -8 11 -1 13 -12 15 16 -14 20 19 -10 -16
right_child=1 4 -4 -5 -6 -7 8 -9 18 -11 12 -13 14 -15 17 -17 -18 -19 -20 -21 -22
leaf_value=0.0020371680568153326 0.0019894666723884635 0.0023880789704523479 0.0015165420972124274 0.00034166383976395485 0.0013292085722382487 0.00071132016573218209 0.0013489502217804456 0.0017618363225260776 0.001243073135454907 0.00037946707262014089 0.0015392391008905511 0.0030108079377316821 0.002310917476719306 0.0023030045459837118 0.002308967102367868 0.0018720430441126438 0.0026846546322577291 0.0016756729590893396 0.0010891643420037737 0.0017716497806947412 0.0019538455538954296
leaf_weight=59 53 94 94 59 52 74 67 83 58 54 52 88 1470 64 110 57 142 52 60 81 54
leaf_count=59 53 94 94 59 52 74 67 83 58 54 52 88 1470 64 110 57 142 52 60 81 54
internal_value=0 0.00132496 0.00225085 0.00112694 0.00201111 0.00123053 0.00133347 0.00228178 0.00122475 0.000916488 0.00230186 0.00262019 0.00227846 0.00196084 0.002298 0.00232776 0.00234385 0.00206795 0.00141206 0.00155127 0.00219218
internal_weight=0 652 2325 506 146 447 373 2231 320 121 2148 147 2001 116 1885 1669 1612 216 199 139 164
internal_count=2977 652 2325 506 146 447 373 2231 320 121 2148 147 2001 116 1885 1669 1612 216 199 139 164
is_linear=0
shrinkage=0.00226508


Tree=1907
num_leaves=19
num_cat=0
split_feature=4 43 12 16 43 16 43 12 1186 1 15 40 4 16 4 1 2 43
split_gain=3.56338 3.19112 3.12752 2.59809 1.64623 2.04498 2.45132 1.9213 1.76283 1.39834 1.33218 1.32525 2.33425 1.22381 1.35377 0.758115 0.693501 1.16505
threshold=0.31392000000000003 -0.50914999999999988 1.0000000180025095e-35 -0.14463999999999996 -0.13800999999999999 -0.20132999999999998 -0.029255 0.085110000000000005 0.083980000000000013 0.079225000000000004 0.12341000000000001 -0.025204999999999995 -0.50810499999999992 -0.53870999999999991 0.50609000000000004 0.10442000000000001 0.097300000000000011 -0.17773999999999998
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 13 7 6 -6 -3 10 -8 11 15 -13 -2 -15 -7 17 -9
right_child=2 4 -4 -5 5 8 9 16 -10 -11 -12 12 -14 14 -16 -17 -18 -19
leaf_value=-0.0016754443824248978 -0.00022285334551181915 0.0037707236332019671 -0.001981432739733334 -0.0014911326797144655 0.00034322343174259814 0.00050497359225827349 0.0019531528799922966 -0.00013361872606991102 -0.001045728605348001 0.0042679027530345198 0.0023788203753947459 0.0031449751720146243 0.00085624478408660276 0.0030720002711691397 0.00069959374282861967 -0.0012615370664423428 0.002421704052592284 0.0019620061829961617
leaf_weight=53 55 52 89 62 69 66 77 62 57 53 71 55 1868 52 65 52 54 65
leaf_count=53 55 52 89 62 69 66 77 62 57 53 71 55 1868 52 65 52 54 65
internal_value=0 0.000982522 -0.00023479 0.000429033 0.00103673 0.000950253 0.0020126 0.00191508 0.000852731 0.00289776 0.000904023 0.000852662 0.000921766 0.00112186 0.001755 -0.000272499 0.00138132 0.000938025
internal_weight=0 2654 323 234 2601 2368 199 233 2169 130 2112 2041 1923 172 117 118 181 127
internal_count=2977 2654 323 234 2601 2368 199 233 2169 130 2112 2041 1923 172 117 118 181 127
is_linear=0
shrinkage=0.0109455


Tree=1908
num_leaves=14
num_cat=0
split_feature=10 16 43 49 10 1 1 2 1 43 1 3 51
split_gain=3.51639 4.90809 2.60933 1.71223 1.67069 2.51562 2.17744 2.17021 1.77709 1.62585 1.87791 1.33445 1.17952
threshold=-1.0000000180025095e-35 -0.085454999999999989 -0.50914999999999988 0.17351000000000003 0.057650000000000007 0.118385 0.11156000000000001 0.11835000000000002 0.11497000000000002 0.0015200000000000003 0.088340000000000016 0.11878500000000002 0.10513500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 9 -7 -8 12 -11 -9 -4
right_child=2 -3 3 -5 -6 7 8 11 -10 10 -12 -13 -14
leaf_value=-0.0029758026198752714 -0.0015361391936423319 0.00066211700552116874 0.00083836019591147966 0.0023769766194806372 -0.00077406498375999521 0.0033871214411274756 -0.0020273285798015407 9.3833823043497662e-05 0.00058179520520217694 0.00057424701131637032 -0.0010054458581499942 0.0020497997400857229 0.0019096995168610582
leaf_weight=66 52 98 1708 71 74 68 55 68 56 359 103 82 117
leaf_count=66 52 98 1708 71 74 68 55 68 56 359 103 82 117
internal_value=0 -0.000801252 0.000752133 0.000795269 0.000753481 0.000796733 0.000700223 0.00185784 -0.000710022 0.000768718 0.000221826 0.00116383 0.000907104
internal_weight=0 164 2813 2761 2690 2616 2398 218 111 2287 462 150 1825
internal_count=2977 164 2813 2761 2690 2616 2398 218 111 2287 462 150 1825
is_linear=0
shrinkage=0.0103142


Tree=1909
num_leaves=17
num_cat=0
split_feature=4 3 123 3 14 132 0 4 0 11 15 42 133 15 16 42
split_gain=99.9479 32.3078 20.6029 5.49613 4.52792 4.75617 5.79164 4.74326 17.3353 4.62532 4.2155 3.79942 3.4059 1.63905 1.54511 1.11341
threshold=0.31392000000000003 0.30863500000000005 1.0000000180025095e-35 0.17351000000000003 0.073890000000000011 0.082230000000000011 -0.066574999999999981 -0.42305999999999994 -0.024974999999999997 0.079225000000000004 -0.18498499999999998 0.08511500000000001 0.048695000000000009 1.0000000180025095e-35 -0.42170999999999997 0.10288500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 5 7 13 9 10 -1 -9 14 -4 -7 -2 -13
right_child=3 -3 12 -5 -6 6 -8 8 -10 -11 -12 15 -14 -15 -16 -17
leaf_value=0.0036265459071650294 0.0017795800748233706 0.00073379951081207302 0.0022654143719716352 0.0003781280334333354 0.0033999773261307259 0.0023959597518898252 0.0016428708697982738 0.0035727377193003861 0.0013345399269915027 0.0027048644241323481 0.0028035303416825471 0.00065517376818056083 0.0014187645292626011 0.0029608747160265523 0.0012004448699536425 0.0011905894921868953
leaf_weight=100 92 60 58 62 90 81 56 54 59 67 1869 61 88 72 54 54
leaf_count=100 92 60 58 62 90 81 56 54 59 67 1869 61 88 72 54 54
internal_value=0 0.00269826 0.00274369 0.00110329 0.00280263 0.00277981 0.00238906 0.0028178 0.00278079 0.00325694 0.00282515 0.00127544 0.0017553 0.00266199 0.00156558 0.000906838
internal_weight=0 2654 2594 323 2448 2358 209 2149 1982 167 1923 261 146 153 146 115
internal_count=2977 2654 2594 323 2448 2358 209 2149 1982 167 1923 261 146 153 146 115
is_linear=0
shrinkage=0.00270699


Tree=1910
num_leaves=27
num_cat=0
split_feature=1 147 43 4 133 11 43 43 15 15 1 1 4 1 133 160 42 15 4 133 482 42 403 43 133 42
split_gain=4.0784 2.46541 1.5969 4.17716 4.10544 2.14442 2.32139 1.8988 1.52328 2.47641 2.93347 1.56768 1.40651 1.40166 1.07591 0.978154 0.952685 0.917389 2.82221 0.880365 0.862926 0.815504 0.8074 0.760448 0.463901 0.276424
threshold=0.11849500000000002 0.089245000000000005 -0.040494999999999996 -0.14345499999999997 0.08517000000000001 0.089560000000000015 -0.025079999999999995 -0.095964999999999981 0.084630000000000025 -0.18498499999999998 0.083250000000000005 0.082295000000000021 0.51734000000000002 0.14828500000000003 0.087455000000000019 0.030480000000000004 0.087475000000000011 -0.13513499999999998 0.056815000000000011 0.11153 0.08487500000000002 -0.093899999999999983 -0.057054999999999995 -0.087439999999999976 0.092215000000000005 0.08542000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -4 19 9 -8 -11 16 13 17 20 24 -10 -2 -19 21 23 -5 -13 -9 -16 -23
right_child=12 -3 5 7 -6 -7 8 14 11 10 -12 22 -14 -15 15 -17 -18 18 -20 -21 -22 25 -24 -25 -26 -27
leaf_value=-0.0035354321249811095 -0.0011861149595183403 -0.00093438425022393415 0.0030781275028860344 0.0027088705267295063 0.00072721417692619853 0.003268752558528707 0.0024144208020481631 6.8180884716163165e-05 0.0015273618083476929 0.0011274669783700841 -0.00041138245293153815 0.0012777290168110077 -0.0016810684350045616 0.0015270602424729666 0.00096472702803641354 -0.00091382472339238748 0.00044266024168843022 -0.0012709665408852241 0.0018863615066464637 0.00059127447395231287 -0.00024503492896386881 0.00092428158456786709 0.0028859607430014259 0.0012881962074524906 3.5510684090759243e-05 0.0019622346230026475
leaf_weight=52 95 84 65 92 52 55 80 71 209 301 271 56 73 55 110 81 169 70 61 75 65 70 102 349 142 52
leaf_count=52 95 84 65 92 52 55 80 71 209 301 271 56 73 55 110 81 169 70 61 75 65 70 102 349 142 52
internal_value=0 0.000873425 0.000933754 0.00065275 -0.00140301 0.00119383 0.00110266 0.000845987 0.000994481 0.000645762 0.000398196 0.00141846 -0.000353984 -8.81726e-06 0.000581603 0.00011154 0.00104271 -0.0003831 0.000198365 0.00159391 0.000904111 0.00194477 0.00231668 0.00108223 0.000441576 0.00136763
internal_weight=0 2603 2519 1211 104 1308 1253 1107 1188 652 572 536 354 281 818 333 378 226 131 289 485 214 158 420 252 122
internal_count=2957 2603 2519 1211 104 1308 1253 1107 1188 652 572 536 354 281 818 333 378 226 131 289 485 214 158 420 252 122
is_linear=0
shrinkage=0.0107308


Tree=1911
num_leaves=24
num_cat=0
split_feature=1 150 4 3 4 2 14 0 2 1 11 1 15 48 1 2 15 0 0 2 0 1212 2
split_gain=2.88915 2.12261 2.96866 2.03428 3.19429 1.98547 1.93234 2.51801 1.85124 3.96015 9.94292 2.20423 1.07892 1.2038 1.0518 1.34459 1.01459 0.890253 0.82574 0.867895 0.761629 0.67788 0.482157
threshold=0.11319000000000001 0.089810000000000015 0.0072100000000000003 0.0012800000000000001 0.0019650000000000002 0.096540000000000015 -0.41608999999999996 -0.00077999999999999999 0.083970000000000017 0.077845000000000011 0.080455000000000013 0.07665000000000001 -0.043134999999999993 0.087730000000000016 0.10342000000000001 -0.0098549999999999974 -0.40166999999999992 -0.085349999999999995 0.098975000000000021 0.084450000000000011 -0.075804999999999997 0.10932500000000002 0.13501500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 17 8 5 -5 -2 12 11 18 -11 -1 13 16 15 -13 -8 -3 19 -10 -17 -21 -15
right_child=6 2 -4 4 -6 -7 7 -9 9 10 -12 14 -14 22 -16 20 -18 -19 -20 21 -22 -23 -24
leaf_value=0.0026767146846570196 0.0016090582702774771 0.0017619437093228645 -0.0019656549807243948 -0.0003756017518449616 0.0034984690889234143 0.0021833439790884951 -4.8843860837119923e-05 -0.002448837469491939 -0.0004462494161853548 -0.0034221464369370812 0.0015132977000143694 -0.00073362399569289747 -0.0012309762837120733 -0.0013173228776412241 0.0021202287920559881 0.00072358621621794396 0.001659329032344149 -0.00014323019406629851 -0.00053170927060292549 0.00080863916509124189 0.0018709638351792081 0.0020527269591564092 0.00010265508334047409
leaf_weight=101 61 54 77 74 82 66 78 61 61 93 95 61 74 57 75 299 82 59 56 1099 86 53 53
leaf_count=101 61 54 77 74 82 66 78 61 61 93 95 61 74 57 75 299 82 59 56 1099 86 53 53
internal_value=0 0.000749343 -0.000340321 0.00083937 0.00181613 0.00082994 -0.000171052 -0.00043945 0.000735014 0.000525656 -0.000927563 0.00122524 -8.28017e-05 0.000231459 0.000943639 0.000745525 0.000825879 0.000766193 0.000741038 0.000799891 0.000980181 0.000865975 -0.00063211
internal_weight=0 2491 190 2301 222 140 466 405 2079 1457 188 622 344 270 521 446 160 113 1269 1213 385 1152 110
internal_count=2957 2491 190 2301 222 140 466 405 2079 1457 188 622 344 270 521 446 160 113 1269 1213 385 1152 110
is_linear=0
shrinkage=0.0107308


Tree=1912
num_leaves=22
num_cat=0
split_feature=1 150 1429 2 3 2 124 3 3 12 12 1 1 12 42 131 3 40 42 3 1
split_gain=2.09117 1.91252 1.8388 2.9408 1.61787 2.18565 2.16761 1.59515 1.29646 1.99809 1.27035 1.26944 1.83894 1.60553 1.66729 0.944141 1.68203 1.14482 1.39859 0.645081 0.412502
threshold=0.11883500000000001 0.088985000000000009 0.026145000000000005 0.087325000000000014 -0.015474999999999997 0.10669500000000001 -0.048219999999999992 0.091085000000000013 -0.081914999999999988 0.084805000000000005 0.085110000000000005 0.11039500000000001 0.10455000000000002 0.11819000000000002 0.10077000000000001 0.096045000000000019 0.28833000000000003 -0.079759999999999984 0.093155000000000016 0.084670000000000009 0.10711500000000002
decision_type=2 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 11 6 -6 8 9 -3 -5 12 13 14 -1 16 17 -2 -19 -8 -7
right_child=15 7 3 10 5 20 19 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=0.00058878564646216893 0.0011298335245096363 0.00092255360321789751 -0.0023001886398821827 -0.000636405086181519 0.00035903379027249358 -0.00038249004221916765 0.0034763619521659085 -0.001912102312515075 0.0013568982526761823 -0.0018587330523596899 0.0012423057570000798 0.0019274326601765796 -0.0013279780396448372 -0.001002366623230691 0.0016593080730619304 0.00091902376248503609 -0.001917058252704147 0.00018445474702017279 -0.0018434198973161227 0.00212177767014613 0.00086880650613486131
leaf_weight=1481 61 53 55 65 60 55 63 52 61 57 93 78 52 61 173 59 69 102 56 94 57
leaf_count=1481 61 53 55 65 60 55 63 52 61 57 93 78 52 61 173 59 69 102 56 94 57
internal_value=0 0.000583082 0.000668435 -0.000245738 0.000758053 0.00142464 0.00202866 -0.000330049 0.0001504 -0.000517658 0.000468721 0.000639129 0.000582197 0.000640179 0.000700823 -0.000268967 -0.000512723 -6.97583e-05 -0.000533589 0.00266604 0.000253347
internal_weight=0 2610 2387 213 2174 329 217 223 171 110 158 1845 1767 1715 1654 347 288 219 158 157 112
internal_count=2957 2610 2387 213 2174 329 217 223 171 110 158 1845 1767 1715 1654 347 288 219 158 157 112
is_linear=0
shrinkage=0.0103142


Tree=1913
num_leaves=20
num_cat=0
split_feature=10 4 1211 400 51 48 15 4 376 48 124 4 4 4 4 50 51 4 4
split_gain=2.29739 1.57158 1.19381 0.945875 1.00923 1.88761 1.84985 4.44919 1.43668 1.59829 1.41083 1.34787 0.876369 0.803725 0.689864 0.688723 0.588038 0.432525 0.149177
threshold=-0.00189 0.00023500000000000005 1.0000000180025095e-35 -0.084604999999999986 -0.013334999999999998 0.10271500000000001 -0.0080049999999999982 -0.066714999999999983 0.083295000000000022 0.094215000000000007 -0.074959999999999985 0.032770000000000001 -0.0090849999999999976 -0.029404999999999997 -0.079374999999999987 -0.041284999999999995 0.10271500000000001 -0.49911499999999992 0.078235000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 8 11 17 9 10 -6 12 13 -5 -4 -13 18 -8 -7
right_child=2 -3 14 4 5 16 7 -9 -10 -11 -12 15 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00019535536217836605 -0.000705423124317958 -0.002066553915500282 0.00063971972593687449 0.0015278759096292445 -0.0012898700298423905 0.00036060495479251154 0.0011629131538773349 -0.0034096953931564622 0.0024793717151134652 0.0023992383324665289 0.00069381146912945492 -0.0011087128456832389 0.0019998026782710641 -4.757961438138931e-05 0.0021523874051646665 0.0003975998018003704 -0.00152884670238181 -0.00027110103406915965 -0.00050617409753109873
leaf_weight=92 91 81 75 75 52 60 61 64 67 75 1526 80 89 115 98 91 56 57 52
leaf_count=92 91 81 75 75 52 60 61 64 67 75 1526 80 89 115 98 91 56 57 52
internal_value=0 -0.000862958 0.000543872 0.000480649 0.000523529 0.000660722 0.000113487 -0.000894151 0.000777832 0.000708788 0.000628363 0.000521302 0.00102904 0.000573645 0.00149734 -0.000306368 -0.000537501 0.00046914 -4.06989e-05
internal_weight=0 173 2784 2611 2520 1888 632 182 1720 1653 1578 450 279 190 173 171 168 118 112
internal_count=2957 173 2784 2611 2520 1888 632 182 1720 1653 1578 450 279 190 173 171 168 118 112
is_linear=0
shrinkage=0.0118477


Tree=1914
num_leaves=26
num_cat=0
split_feature=4 2 12 15 15 2 2 16 3 4 4 2 4 12 15 15 13 4 2 13 3 2 4 16 13
split_gain=126.301 39.4598 21.3239 9.65792 8.59657 7.77873 7.87444 6.8333 6.41502 12.1536 5.81262 5.31527 6.70908 3.8251 3.53347 3.27641 2.70464 2.47708 2.39839 2.85747 1.8752 1.66366 1.596 0.880059 0.853732
threshold=0.31392000000000003 0.13388500000000003 0.056995000000000011 0.025430000000000005 -0.43091499999999999 0.10773000000000001 -0.007134999999999999 -0.5152199999999999 -0.14186499999999996 -0.10429499999999998 0.51395000000000002 0.089945000000000011 -0.008454999999999999 0.096675000000000025 -0.032144999999999993 0.039965000000000007 0.091815000000000022 -0.0005399999999999999 0.087975000000000012 -0.092844999999999997 -0.08100499999999998 0.11666500000000002 1.0000000180025095e-35 0.0097750000000000007 -0.015454999999999998
decision_type=2 2 2 2 2 2 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 -1 21 15 -10 -2 17 -13 18 -3 16 -4 -8 20 -20 -11 -6 23 -15 -24
right_child=4 14 8 -5 7 -7 11 -9 9 13 -12 12 -14 22 -16 -17 -18 -19 19 -21 -22 -23 24 -25 -26
leaf_value=0.0016959328204415398 0.0022113867441683494 0.0018106240304862965 0.0028901996899480843 0.0034355524887351991 0.0013817991943216414 0.0015273749738809075 0.0027782392264799668 -0.00012963181352132889 0.001715282502361609 0.0033249650967526446 0.0010703126961591493 0.0029984119556861221 0.0017407453313490247 0.0031081016699235054 0.00086732975038505305 0.004121764623760649 0.0037863275353039036 0.0036318313209539894 0.002427051687974191 0.0030845717990542251 0.0030373379490188229 0.00067776277566237552 0.002803083785828114 0.0027054308782093455 0.00237256642928104
leaf_weight=77 59 68 56 67 54 86 56 64 52 686 89 66 69 160 59 66 52 53 60 443 248 53 88 61 65
leaf_count=77 59 68 56 67 54 86 56 64 52 686 89 66 69 160 59 66 52 53 60 443 248 53 88 61 65
internal_value=0 0.00290468 0.00298216 0.00244384 0.00102831 0.00228051 0.00248219 0.000597907 0.00310741 0.003059 0.0015254 0.00273019 0.00235583 0.00309757 0.00137264 0.0036255 0.00332195 0.00319356 0.00316379 0.0030062 0.00324863 0.00103335 0.00284306 0.00299709 0.00262038
internal_weight=0 2638 2511 474 319 407 321 171 2037 1863 148 244 135 1811 127 174 108 109 1437 503 934 107 374 221 153
internal_count=2957 2638 2511 474 319 407 321 171 2037 1863 148 244 135 1811 127 174 108 109 1437 503 934 107 374 221 153
is_linear=0
shrinkage=0.00281635


Tree=1915
num_leaves=28
num_cat=0
split_feature=1 52 2 52 3 4 4 47 11 48 2 52 1 13 3 1 2 2 1212 4 3 475 52 13 4 52 1
split_gain=116.198 32.2034 17.2398 12.3983 10.5872 13.6007 8.06285 8.54101 7.09701 6.6588 6.35227 4.64047 3.68597 3.6201 2.91687 2.64509 2.55543 1.90455 1.59078 1.1722 1.13794 1.05462 0.940688 0.844697 0.681612 0.502215 0.111121
threshold=0.10054 -0.41694999999999993 0.14744000000000002 0.12603000000000003 0.092005000000000017 -0.057674999999999997 -0.033649999999999992 0.08801500000000001 0.077330000000000024 -0.04689999999999999 0.088905000000000026 -1.0000000180025095e-35 0.08346000000000002 -0.077504999999999977 0.13470000000000001 0.091345000000000023 -1.0000000180025095e-35 0.11366500000000002 0.091255000000000017 0.00059000000000000014 -0.084144999999999984 -0.085719999999999977 0.11262000000000001 -0.065539999999999987 -0.035849999999999993 0.093630000000000005 0.094165000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 8 -6 -3 9 10 -8 15 -10 13 20 -4 18 -11 19 21 -15 -12 -1 -23 26 -19 -22 -17
right_child=1 2 14 -5 5 -7 7 -9 11 16 12 -13 -14 17 -16 23 -18 24 -20 -21 25 22 -24 -25 -26 -27 -28
leaf_value=0.002796662988788199 0.0025760695537676041 0.0018280629307669623 -0.00021702076518505649 0.0020289937846055986 0.0023770518199805234 0.00069277551305099488 0.001504536543215276 0.0015569150923258905 0.0034402775979234922 0.00024211702068523494 0.0026940007941910287 0.0024359226164553265 0.0015064051749999056 0.0022268191685007976 0.00054522749432213684 0.0021931674784331119 0.00074030656048598481 0.0015963063763595501 0.0021418738518660533 0.0019492549230723899 0.0022005158607273203 0.0024838609553380032 0.0021749490062700563 0.001959224964395065 0.001958051543679709 0.0024465697421914815 0.0023576232733572423
leaf_weight=59 86 64 57 86 57 54 52 91 52 93 60 55 52 268 59 52 166 57 88 134 109 778 63 83 67 92 61
leaf_count=59 86 64 57 86 57 54 52 91 52 93 60 55 52 268 59 52 166 57 88 134 109 778 63 83 67 92 61
internal_value=0 0.00119139 0.00101308 0.00119011 0.00228235 0.00155791 0.00103524 0.000908955 0.00232009 0.000719277 0.00228812 0.00292426 0.00212784 0.00216887 0.000170453 0.00240167 0.000561519 0.0020537 0.00245246 0.00213436 0.00240089 0.0024828 0.00246075 0.00214554 0.00179197 0.00231327 0.00228217
internal_weight=0 754 668 552 2241 111 466 402 2130 311 2023 107 839 787 116 1184 259 526 988 402 261 900 841 196 124 201 113
internal_count=2995 754 668 552 2241 111 466 402 2130 311 2023 107 839 787 116 1184 259 526 988 402 261 900 841 196 124 201 113
is_linear=0
shrinkage=0.00240373


Tree=1916
num_leaves=24
num_cat=0
split_feature=2 39 2 150 2 2 2 14 0 0 0 11 52 52 132 52 0 133 0 49 0 2 2
split_gain=94.2777 38.799 20.8327 13.7261 11.3027 10.3863 9.90645 7.00578 11.6247 6.18999 5.55207 5.24267 4.80908 7.07605 4.45541 3.67767 3.07707 2.41853 2.40713 2.31978 1.81255 1.47714 0.51961
threshold=0.14073000000000005 0.082115000000000007 0.10523 1.0000000180025095e-35 -1.0000000180025095e-35 0.17553000000000005 0.095105000000000009 0.073890000000000011 -0.13619499999999998 -0.076734999999999984 -0.14385499999999998 0.082245000000000013 0.042815000000000006 -0.42606499999999997 0.082230000000000011 0.51348500000000008 0.035525000000000008 0.087485000000000021 -0.060454999999999995 -0.00025999999999999992 -0.09712999999999998 0.088905000000000026 0.11585500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 11 17 18 -6 8 19 15 -8 12 13 -4 16 21 -11 -3 -2 -1 -15 -10 -14
right_child=5 4 3 -5 6 -7 10 -9 9 14 -12 -13 22 20 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0016082540382591163 0.00076544637799170936 0.0013681412996477658 0.0025903685318174456 0.0012364759508462248 0.0029312462655625322 -9.3434299178117501e-05 0.0010378602507870973 0.0034319250083971334 0.0029084070381573701 0.0024692933964454039 0.0021360839425999326 0.0030191795654887876 0.002741297672118581 0.0012064126856037778 0.0018354722012278643 0.0022396755885610198 0.0029876816380444982 0.00060407816235904339 0.001500299889436994 0.0022901407054525418 0.0018629439944375548 0.0027184498532775532 0.0024080275974245396
leaf_weight=60 55 52 65 86 53 69 54 86 1015 310 62 61 67 52 56 63 94 52 57 66 54 350 56
leaf_count=60 55 52 65 86 53 69 54 86 1015 310 62 61 67 52 56 63 94 52 57 66 54 350 56
internal_value=0 0.00253168 0.00262795 0.00213354 0.00163553 0.000669446 0.00203486 0.00273176 0.00270185 0.00275097 0.00162507 0.00235078 0.00221201 0.00194012 0.00249818 0.00283238 0.00258997 0.000986366 0.00113967 0.00196564 0.00154112 0.00285972 0.00258978
internal_weight=0 2814 2541 441 273 181 169 2100 2014 1888 116 355 294 171 460 1428 404 104 112 126 106 1365 123
internal_count=2995 2814 2541 441 273 181 169 2100 2014 1888 116 355 294 171 460 1428 404 104 112 126 106 1365 123
is_linear=0
shrinkage=0.00250084


Tree=1917
num_leaves=16
num_cat=0
split_feature=49 3 43 156 151 43 376 47 3 48 12 12 12 12 13
split_gain=2.09022 2.49255 3.674 2.82195 1.95049 2.81955 1.88521 1.87351 1.90703 1.34273 1.21291 1.76466 2.23957 1.55691 1.1984
threshold=-0.23591499999999996 -0.0013299999999999998 -0.057539999999999994 0.094245000000000009 -0.0085349999999999992 0.054875000000000007 0.084545000000000009 0.07813500000000001 0.11391500000000002 0.11741000000000001 -0.083979999999999985 -0.025219999999999996 0.023990000000000004 -0.09472499999999999 -0.15122999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 -3 4 -4 7 9 8 -6 10 13 -12 -13 -2 -14
right_child=1 2 3 -5 5 -7 -8 -9 -10 -11 11 12 14 -15 -16
leaf_value=0.0028222755770652068 0.00093553608952920604 -0.0025164720298306159 0.0012378599944863366 0.002298883257090132 -0.00043250037545447295 0.0014669996334105444 0.0026025259892837275 0.00052197241675751597 -0.0027477842094686695 0.0024421913304286066 0.0026793708407101143 -0.0010575539376529114 -0.00074401007457288696 -0.0016261148964971982 0.00085738592070758917
leaf_weight=52 52 56 102 69 76 65 65 62 82 53 54 73 53 53 2028
leaf_count=52 52 56 102 69 76 65 65 62 82 53 54 73 53 53 2028
internal_value=0 0.000693718 2.63499e-05 0.000338873 -1.02964e-05 -0.000457399 0.000834228 -0.00102648 -0.00163481 0.0007856 0.000747593 0.000800144 0.000752981 -0.000356418 0.000816547
internal_weight=0 2943 512 456 387 285 2431 220 158 2366 2313 2208 2154 105 2081
internal_count=2995 2943 512 456 387 285 2431 220 158 2366 2313 2208 2154 105 2081
is_linear=0
shrinkage=0.0105204


Tree=1918
num_leaves=16
num_cat=0
split_feature=11 1 49 11 51 147 15 1 51 1 158 159 475 133 43
split_gain=2.551 2.699 2.50831 1.56555 1.33553 2.31105 2.27247 2.27859 1.67096 1.28596 1.17431 1.58551 0.794601 0.763387 0.45115
threshold=0.080455000000000013 0.14602500000000004 0.15171000000000004 0.089795000000000014 -0.070054999999999992 0.087785000000000016 -0.0070899999999999991 0.088860000000000008 -0.015619999999999997 0.089680000000000024 -0.45783499999999994 -0.17306999999999997 -0.0034549999999999993 0.086435000000000026 -0.072074999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 6 8 9 -8 13 12 -10 -12 -1 -6 -14
right_child=3 -3 -4 -5 5 -7 7 -9 10 -11 11 -13 14 -15 -16
leaf_value=0.0015591504684580803 0.0025919397727684787 -0.0011287215984105323 -0.0012434302790848585 0.00076666385876629722 0.002390655683872533 0.0021211476494410872 -0.002454142566827812 0.0003578078168798999 -0.00088564293596548856 -0.00043278582942639365 0.0018465073668767851 0.00053179644274428 0.00088038876749794743 0.00083214074214804699 -0.00026490528313024468
leaf_weight=99 90 94 72 88 70 102 57 52 52 97 91 1845 79 52 55
leaf_count=99 90 94 72 88 70 102 57 52 52 97 91 1845 79 52 55
internal_value=0 0.000490121 0.000546043 0.00169014 0.000594683 0.000691876 0.000104721 -0.00111171 0.000622734 0.000506827 0.000554901 0.000593647 0.000898441 0.00172722 0.000409531
internal_weight=0 2817 2723 178 2651 2212 439 109 2110 330 1988 1936 233 122 134
internal_count=2995 2817 2723 178 2651 2212 439 109 2110 330 1988 1936 233 122 134
is_linear=0
shrinkage=0.00971926


Tree=1919
num_leaves=15
num_cat=0
split_feature=0 151 133 121 1 151 4 4 2 151 0 4 475 156
split_gain=2.39858 2.20556 2.36228 2.04865 2.45421 1.5301 1.08917 3.03473 1.79815 1.54683 1.33162 1.30115 0.997389 1.10115
threshold=-0.22480499999999998 0.072810000000000014 0.081310000000000007 -0.070209999999999981 0.14602500000000004 -0.010059999999999998 -0.021269999999999997 -0.016339999999999997 0.093320000000000014 -0.081744999999999984 -0.105195 -0.0060699999999999999 -0.088919999999999985 0.088735000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 6 -1 9 -8 10 -5 -9 -10 -11 -14
right_child=1 2 -4 4 -6 -7 7 8 11 12 -12 -13 13 -15
leaf_value=0.00034979954963239822 0.0026186858208359217 0.0038828437672020102 0.00057536282014190756 0.0022894705914511459 -0.0015652379482635598 -0.0020864999278079888 -0.0022576300608484279 0.0020610126246288032 -0.0017234180699721518 0.0020799666279293105 0.00060529616152239665 0.0001153058231012439 0.00070579155267417421 -0.00046126481706110732
leaf_weight=60 58 52 56 78 70 69 55 91 54 60 567 429 1186 110
leaf_count=60 58 52 56 78 70 69 55 91 54 60 567 429 1186 110
internal_value=0 0.000603495 0.00216896 0.00054215 0.000497498 -0.000952413 0.000552446 0.000303501 0.00042706 0.00075999 0.0008068 -9.0019e-05 0.000671923 0.000606644
internal_weight=0 2866 108 2758 2700 129 2630 1196 1141 1434 658 483 1356 1296
internal_count=2995 2866 108 2758 2700 129 2630 1196 1141 1434 658 483 1356 1296
is_linear=0
shrinkage=0.0111644


Tree=1920
num_leaves=22
num_cat=0
split_feature=4 2 123 3 49 3 43 4 158 49 2 43 2 13 13 3 2 4 3 3 16
split_gain=109.199 42.2745 15.8462 13.0096 9.08974 8.9095 7.7316 5.87032 5.41586 5.07977 4.91477 3.63573 3.49157 3.37931 2.73853 2.36733 1.84418 1.54715 1.473 1.46115 1.81008
threshold=0.31392000000000003 0.12068000000000001 0.080635000000000012 0.11500500000000001 -0.032624999999999994 0.13772500000000001 -1.0000000180025095e-35 0.046185000000000004 0.019155000000000002 0.12466500000000001 0.10060500000000001 -0.14724999999999996 0.087495000000000003 0.041960000000000004 0.053700000000000005 -0.10175499999999998 0.10859000000000001 0.51973500000000017 -0.080854999999999996 -0.055389999999999988 -0.27637999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -3 6 17 10 19 -6 11 13 -4 -1 -13 -12 -17 -2 -8 20 -9
right_child=5 4 12 -5 9 -7 18 8 -10 -11 15 14 -14 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=0.0038197374568662242 0.00070101730482171264 0.00070197178233111191 0.0014489644747433569 0.0015997862441116358 0.0023876014501785976 0.00038414303878257804 0.0021678269099796653 0.0025304059798230247 0.0030134092014827119 0.0013398626661044839 0.0022305267818461577 0.0029564982226083043 0.0023111841294582106 0.0030523142087070603 0.0025160698320541813 0.0030698612819663081 0.0024993706261467376 0.0012718215389374793 0.0015868053284124903 0.0026395608679262634 0.0019296426033058812
leaf_weight=59 75 60 59 54 67 79 52 52 102 55 85 1453 64 104 99 70 80 53 64 56 90
leaf_count=59 75 60 59 54 67 79 52 52 102 55 85 1453 64 104 99 70 80 53 64 56 90
internal_value=0 0.00270163 0.00279057 0.00283821 0.00151557 0.00112917 0.00137028 0.00286792 0.00253505 0.00191548 0.00291912 0.00296663 0.00189782 0.00333026 0.00292842 0.00257229 0.00276578 0.000937579 0.0018475 0.00228848 0.00214983
internal_weight=0 2609 2427 2304 182 323 244 2250 300 122 1950 1715 123 163 1552 235 150 128 116 198 142
internal_count=2932 2609 2427 2304 182 323 244 2250 300 122 1950 1715 123 163 1552 235 150 128 116 198 142
is_linear=0
shrinkage=0.00255085


Tree=1921
num_leaves=20
num_cat=0
split_feature=4 39 15 147 15 15 4 15 4 15 133 43 43 4 123 43 42 15 12
split_gain=106.964 22.2661 11.3509 11.0741 8.84648 7.12952 6.44708 6.28009 10.7462 5.02293 4.88108 7.82605 4.41946 3.3202 3.14167 1.91026 1.28117 1.32167 1.09523
threshold=0.31392000000000003 0.085285000000000014 -0.43091499999999999 0.090355000000000019 -0.024929999999999997 0.13592500000000005 0.42118000000000005 0.025430000000000005 -0.14994999999999997 -0.14051999999999998 -0.0047449999999999992 -0.0085699999999999995 -0.081189999999999984 0.51292000000000015 0.081630000000000022 -0.03898999999999999 -0.11837499999999999 0.084630000000000025 -0.083979999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 5 14 7 -4 9 -9 15 11 -11 -12 -2 -3 -1 -10 -18 -15
right_child=2 4 6 -5 -6 -7 -8 8 16 10 12 -13 -14 18 -16 -17 17 -19 -20
leaf_value=0.0024063104944292758 0.001739393782009433 0.0022460629064072046 0.00073258252762919247 0.0012043877107745158 0.00060043523522335281 0.0015124686391198405 -0.00026400456487143655 0.0036091738257738684 0.0028650929357205111 0.0010363407732712007 0.0024895380347346001 0.0021884487541202289 0.0021506148146468503 0.00071598073373319113 0.0014738402221252242 0.0029879034954505444 0.0021801602318047399 0.0024918628553791304 0.0012312022935597753
leaf_weight=66 54 57 93 52 54 59 72 56 52 53 418 122 573 52 79 78 97 793 52
leaf_count=66 54 57 93 52 54 59 72 56 52 53 418 122 573 52 79 78 97 793 52
internal_value=0 0.00228228 0.00075652 0.00234704 0.00145756 0.00237213 0.000297546 0.0023941 0.00254379 0.00228004 0.00222549 0.00183968 0.0022936 0.00123566 0.00179769 0.00272153 0.00248043 0.00245792 0.000973848
internal_weight=0 2609 323 2419 190 2367 165 2308 998 1310 1166 175 991 158 136 144 942 890 104
internal_count=2932 2609 323 2419 190 2367 165 2308 998 1310 1166 175 991 158 136 144 942 890 104
is_linear=0
shrinkage=0.00250084


Tree=1922
num_leaves=15
num_cat=0
split_feature=15 147 13 123 9 15 0 47 12 0 47 13 13 13
split_gain=41.863 15.5588 12.0018 10.6953 9.71082 7.64205 7.18501 6.06324 5.17889 3.4431 3.43305 3.14611 1.24066 0.586401
threshold=-0.26361999999999991 0.089245000000000005 -0.17030499999999998 0.080635000000000012 0.037245000000000007 0.13592500000000005 -0.097224999999999992 0.11224000000000002 -0.083979999999999985 -0.068669999999999995 0.080075000000000021 -0.013049999999999997 -0.42516499999999996 -0.040229999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 12 4 5 7 -3 10 -1 -5 -4 -10 -2 -9
right_child=1 6 3 9 -6 -7 -8 13 11 -11 -12 -13 -14 -15
leaf_value=0.00054109814405613589 0.0017273316096115617 0.00051583843535827072 0.0024122543696335581 0.0020112190248355133 0.003562976121501 0.001397113068204042 0.0019682952374078543 0.0020128833346357814 0.00084582791961141334 0.0011339200090763827 0.0027869529585699739 0.0016953113585052174 0.0011328231342489993 0.0016371375585398262
leaf_weight=88 54 52 1897 78 55 58 52 68 52 61 208 93 54 62
leaf_count=88 54 52 1897 78 55 58 52 68 52 61 208 93 54 62
internal_value=0 0.00229014 0.00233213 0.00237127 0.00241536 0.00238782 0.00124235 0.00241351 0.00107005 0.00162643 0.00244929 0.00139087 0.00143035 0.00183391
internal_weight=0 2699 2595 2487 2348 2293 104 2235 233 139 2105 145 108 130
internal_count=2932 2699 2595 2487 2348 2293 104 2235 233 139 2105 145 108 130
is_linear=0
shrinkage=0.00276112


Tree=1923
num_leaves=19
num_cat=0
split_feature=2 15 4 16 16 15 3 33 10 124 1456 3 2 1213 3 3 16 16
split_gain=2.98359 1.9282 5.50413 2.9328 4.59499 3.80982 1.78618 2.3032 2.36449 2.08502 1.23971 1.07411 1.07313 2.03232 1.91487 0.568533 0.445522 0.311956
threshold=0.10633000000000002 -0.42075999999999997 0.41377500000000006 -0.0024749999999999993 0.51041000000000014 -0.055184999999999991 0.10856000000000002 0.080895000000000009 -1.0000000180025095e-35 -0.081719999999999987 -0.23007499999999997 -0.063569999999999974 0.088245000000000004 0.084410000000000013 0.076825000000000018 0.13772500000000001 -0.40430999999999989 0.63086500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 16 3 11 5 -5 7 8 -1 -10 -11 -3 14 -14 -12 -13 -2 -6
right_child=1 2 -4 4 17 -7 -8 -9 9 10 12 15 13 -15 -16 -17 -18 -19
leaf_value=-0.0010485853821329022 0.0022488201415322398 0.00040790245047969762 -0.0025368215803896932 0.0006208543636412818 0.001854700934329202 -0.0029769997036715266 -0.00064391354575053458 0.0032875431539835577 0.0028639585366834388 0.0025192923458985431 0.0010924160224726328 0.0024611982195636493 0.00083223199778482179 -0.0012878420337842269 0.0030519396272058771 0.0010945055960315429 0.00086678889857921002 0.00070299190251533008
leaf_weight=58 52 94 81 52 53 87 67 52 72 61 1172 78 677 54 58 60 52 52
leaf_count=58 52 94 81 52 53 87 67 52 72 61 1172 78 677 54 58 60 52 52
internal_value=0 0.000243899 -1.4258e-06 0.000429782 -0.000375094 -0.00163023 0.00104725 0.00109871 0.00104577 0.00110383 0.0010411 0.00127677 0.000995061 0.000675465 0.00118491 0.0018678 0.00155888 0.0012854
internal_weight=0 661 557 476 244 139 2271 2204 2152 2094 2022 232 1961 731 1230 138 104 105
internal_count=2932 661 557 476 244 139 2271 2204 2152 2094 2022 232 1961 731 1230 138 104 105
is_linear=0
shrinkage=0.0105204


Tree=1924
num_leaves=30
num_cat=0
split_feature=2 16 3 16 43 3 3 2 1 2 52 47 3 132 2 43 3 3 43 133 1 151 39 16 52 2 3 52 52
split_gain=2.06285 1.66983 1.59132 2.14989 1.54433 1.47964 1.46868 4.36972 2.91627 2.12587 1.37142 1.21813 1.49489 1.24097 1.12072 1.48525 1.99966 1.38992 1.07108 0.950642 0.944833 1.78246 2.31087 1.16621 0.86564 0.778534 0.632594 0.475785 0.282091
threshold=0.10633000000000002 -0.0043399999999999992 -0.063264999999999988 0.10923000000000001 -0.16130499999999998 -0.07908999999999998 0.0025650000000000004 0.084195000000000006 0.11181500000000001 -0.0050599999999999994 -0.090084999999999985 0.11414000000000001 -0.22442499999999996 0.08783500000000001 0.090020000000000017 -0.015924999999999998 -0.079574999999999993 -0.076004999999999975 -0.033049999999999989 0.11264000000000002 0.10661000000000002 -1.0000000180025095e-35 0.055555000000000007 -0.067654999999999979 -0.42946499999999993 0.10043500000000001 -0.072649999999999978 0.25544500000000009 -0.54340999999999984
decision_type=2 2 2 2 2 2 2 2 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 -2 10 8 -8 9 -1 24 12 -6 20 17 25 -17 19 -12 -11 23 -22 -23 -14 28 -16 -25 -7 -3
right_child=4 2 3 -5 11 27 7 -9 -10 14 18 -13 13 -15 15 16 -18 -19 -20 -21 21 22 -24 26 -26 -27 -28 -29 -30
leaf_value=-0.0012999961854252499 -0.0013237370645024814 0.00079290213158144415 0.0033802894080084008 0.0011216992122953509 0.001936903946278734 -0.0006582325825647031 -0.002347176001190744 0.0011258050526513678 0.0028113018612679597 0.0009509135161761415 0.0013903872697367805 -0.0010809971311605505 0.0015962494492152307 0.0016128414282007169 0.0004535828887337563 -0.0019411735041962594 0.00039292543878181337 0.0022269435803215433 0.0031992577766871309 5.3150675509433611e-05 0.0012207025118540634 -0.0018831530328433969 0.00072563118855998915 0.00076979936493849592 -0.00011486948711832564 0.0018421560302650697 -0.00060461697462304176 0.00066314764336983549 0.0017955628349913646
leaf_weight=54 62 60 76 100 65 60 62 92 68 779 95 55 74 64 151 59 103 77 52 143 52 97 54 63 75 57 75 52 56
leaf_count=54 62 60 76 100 65 60 62 92 68 779 95 55 74 64 151 59 103 77 52 143 52 97 54 63 75 57 75 52 56
internal_value=0 0.000837201 0.00128187 0.00209761 0.000195114 0.000962587 0.000667916 -0.000271707 0.000765039 0.00066718 0.00129637 0.000352504 0.000497634 0.0003021 0.000744854 0.000269038 -0.000456481 0.000920974 0.00203099 0.00081179 9.97019e-05 -0.000393051 -0.000949495 0.000572045 0.000730421 0.000834624 2.20517e-05 -4.37708e-05 0.00127788
internal_weight=0 2271 626 176 661 450 1645 154 1491 1423 338 599 544 479 1369 370 162 999 147 922 415 203 151 212 191 208 138 112 116
internal_count=2932 2271 626 176 661 450 1645 154 1491 1423 338 599 544 479 1369 370 162 999 147 922 415 203 151 212 191 208 138 112 116
is_linear=0
shrinkage=0.0101119


Tree=1925
num_leaves=18
num_cat=0
split_feature=45 9 40 149 4 12 159 457 1 156 52 4 1 13 42 16 16
split_gain=3.64622 3.00922 2.53552 1.93608 1.91563 3.87802 1.91464 2.03904 3.67144 1.97679 1.46952 1.11052 3.21234 1.86078 0.982006 1.13143 0.869374
threshold=0.08179500000000002 -1.0000000180025095e-35 0.0045850000000000005 0.075040000000000009 -0.047714999999999987 0.079335000000000017 0.081780000000000005 0.041935000000000007 0.084470000000000003 0.086910000000000015 -0.097599999999999978 -0.15615999999999999 0.081005000000000008 -0.095139999999999988 0.08400500000000001 -0.0020399999999999997 -0.0048749999999999991
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 10 7 9 -9 -6 -3 12 -7 -13 15 -8 -16
right_child=-2 2 -4 -5 6 11 14 8 -10 -11 -12 13 -14 -15 16 -17 -18
leaf_value=-0.0010819875302138797 0.0029903562095544168 0.0013393573810479642 -0.0011790944606419049 0.002193961547226802 0.00020657512864473283 -0.0016307557925764934 0.00096780278762339589 0.0010453120612778672 -0.0017777158683235741 0.0014212721671649914 0.0032966428836212476 -0.00062776804401236831 0.001239398472982994 0.0009313499386667468 0.00099764832046788494 0.0025417189534886805 -0.00050655036701459984
leaf_weight=94 55 63 67 70 836 63 124 64 108 136 72 72 74 913 91 59 53
leaf_count=94 55 63 67 70 836 63 124 64 108 136 72 72 74 913 91 59 53
internal_value=0 0.000562323 0.000616307 0.000659335 0.00061992 0.000887779 0.000390961 0.000210661 -0.000726707 0.000376635 0.00238398 0.000707666 -7.97256e-05 0.000817283 0.00102143 0.00147579 0.000443327
internal_weight=0 2959 2865 2798 2728 1257 1471 1144 172 972 135 1122 137 985 327 183 144
internal_count=3014 2959 2865 2798 2728 1257 1471 1144 172 972 135 1122 137 985 327 183 144
is_linear=0
shrinkage=0.00934185


Tree=1926
num_leaves=20
num_cat=0
split_feature=45 9 11 0 13 15 0 0 0 13 16 49 16 0 0 0 13 156 16
split_gain=2.52199 2.08187 2.12705 1.8608 1.73716 1.17863 2.37262 2.21404 1.94756 3.05052 2.45883 1.6513 3.40554 0.771275 0.826099 0.586554 0.937579 0.395815 0.139334
threshold=0.08179500000000002 -1.0000000180025095e-35 0.093845000000000026 -0.037444999999999992 -0.070774999999999991 0.084630000000000025 -0.11214999999999999 -0.12368999999999998 -0.063819999999999988 -0.10373499999999998 0.40955000000000003 -0.05529499999999999 -0.28430999999999995 -0.011064999999999998 0.13304000000000002 -0.08706499999999999 -0.077504999999999977 0.089725000000000013 -0.096149999999999985
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 7 -7 11 9 -9 -10 -3 -13 -6 17 18 -17 -15 -8
right_child=-2 2 -4 4 13 6 15 8 10 -11 -12 12 -14 14 -16 16 -18 -19 -20
leaf_value=-0.0011412909018940183 0.0031542566559713677 0.00087070456249903848 -0.0013599024956226788 0.0033468459855430358 0.0023730818890545426 0.0030976819696816064 0.00036469669275738837 0.0030845378980514471 -0.0020604030517008963 0.00062430811688493496 0.0010154837326802754 0.00040161986306463861 -0.0024813670442912104 -0.00027076295228797191 0.0020372408530837842 0.0014799896857090569 0.00058522178713936164 0.0010144903903497138 -0.00050223587342532346
leaf_weight=94 55 91 72 62 54 66 52 76 80 1030 67 117 113 78 52 246 498 59 52
leaf_count=94 55 91 72 62 54 66 52 76 80 1030 67 117 113 78 52 246 498 59 52
internal_value=0 0.000593172 0.000650124 0.000701985 0.00157566 0.000594832 0.000933332 0.000398189 0.00062314 0.00079348 -0.000657608 -0.000479495 -0.00101425 0.00112323 0.00076546 0.000764732 0.000881242 0.000281817 -6.75534e-05
internal_weight=0 2959 2865 2793 305 2488 914 1574 1253 1106 147 321 230 243 189 848 744 137 104
internal_count=3014 2959 2865 2793 305 2488 914 1574 1253 1106 147 321 230 243 189 848 744 137 104
is_linear=0
shrinkage=0.0118477


Tree=1927
num_leaves=14
num_cat=0
split_feature=149 40 34 14 2 1 1456 15 403 3 50 2 133
split_gain=1.58817 1.59557 1.35958 1.76934 1.45678 1.14508 1.78685 1.70718 2.42303 1.62575 1.46711 1.04813 0.681893
threshold=0.075040000000000009 0.0045850000000000005 -0.084564999999999987 -0.10523499999999998 0.11585500000000001 0.077375000000000013 -0.070654999999999982 0.08487500000000002 -0.0064299999999999991 -0.12711499999999995 0.12170000000000002 0.11543500000000002 0.0049900000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 9 -7 8 -8 -5 11 -11 -9
right_child=-2 -3 3 5 -6 6 7 12 -10 10 -12 -13 -14
leaf_value=-0.0010542708605034915 0.0018906847712719373 -0.0010059261533574442 0.0030460910471062112 0.0022978857262009066 0.00066129514341598211 0.0018566559809189023 -0.0023672470121523037 0.001078309000935375 -1.3726165993041012e-05 0.00055600593234529649 -0.0010252931998806895 0.001622210778259757 5.6503014325256446e-05
leaf_weight=63 85 83 54 63 60 68 52 216 704 1285 61 111 109
leaf_count=63 85 83 54 63 60 68 52 216 704 1285 61 111 109
internal_value=0 0.000431479 0.000473439 0.000508063 0.00179192 0.000453184 0.000202407 9.82435e-05 -0.000175757 0.000642677 0.00057103 0.000640863 0.000735957
internal_weight=0 2929 2846 2783 114 2669 1149 1081 756 1520 1457 1396 325
internal_count=3014 2929 2846 2783 114 2669 1149 1081 756 1520 1457 1396 325
is_linear=0
shrinkage=0.0105204


Tree=1928
num_leaves=22
num_cat=0
split_feature=1 3 14 124 43 1 3 3 3 40 3 481 3 1 49 1446 3 3 3 1 42
split_gain=127.672 21.5208 13.5655 10.1248 8.13362 7.20687 4.16389 9.23659 3.99432 3.96848 2.93316 2.48509 2.01127 3.29147 2.1122 1.15979 1.07355 1.02361 2.43417 0.685688 0.4644
threshold=0.10398500000000001 -0.049204999999999992 0.056865000000000006 -0.083859999999999976 -0.087439999999999976 0.12381000000000002 0.090170000000000014 0.30863500000000005 0.095880000000000007 -0.077709999999999987 -0.16270999999999997 -0.077709999999999987 -0.079724999999999976 0.090195000000000011 0.11580500000000001 0.084075000000000025 0.12955000000000003 -0.088484999999999994 -0.22442499999999996 0.13752500000000004 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
left_child=2 5 3 -1 -3 17 9 16 10 -6 -5 15 13 -13 -14 -12 -8 18 -2 -9 -17
right_child=1 4 -4 8 6 -7 7 19 -10 -11 11 12 14 -15 -16 20 -18 -19 -20 -21 -22
leaf_value=0.0017042036624414574 0.0024582225531009213 0.000378532049429719 0.00353171151810387 0.0021583733028564091 0.001442064408096672 0.0013230071022465547 0.0017660893433223326 0.0012273388690109972 0.0021562969731734995 0.00066423406418115343 0.0032280778242481439 0.0027465943273667277 0.0025881076439811085 0.0023093070707302064 0.0021474095629637254 0.0029578718723366256 0.0022241371603173446 0.0024501743354629845 0.0017478731972050193 0.00085791179377382786 0.0026591709145835974
leaf_weight=67 54 61 92 64 64 60 65 52 93 85 55 1053 598 106 68 62 52 87 54 62 60
leaf_count=67 54 61 92 64 64 60 65 52 93 85 55 1053 598 106 68 62 52 87 54 62 60
internal_value=0 0.00149315 0.00264416 0.00260747 0.00117791 0.00203824 0.00130616 0.0015045 0.00263549 0.000998505 0.00265705 0.00267298 0.00264698 0.00270662 0.00254315 0.00294086 0.00196988 0.00225818 0.00210328 0.00102664 0.00281118
internal_weight=0 696 2318 2226 441 255 380 231 2159 149 2066 2002 1825 1159 666 177 117 195 108 114 122
internal_count=3014 696 2318 2226 441 255 380 231 2159 149 2066 2002 1825 1159 666 177 117 195 108 114 122
is_linear=0
shrinkage=0.00235659


Tree=1929
num_leaves=18
num_cat=0
split_feature=44 403 12 475 475 1213 10 10 3 3 14 3 402 474 403 1213 4
split_gain=1.70904 1.47077 2.02434 1.31626 1.93773 1.17099 1.11349 2.0716 1.52134 2.6913 1.30981 1.15518 0.674852 0.568161 0.546921 0.493486 0.472237
threshold=0.081710000000000019 -0.088854999999999976 0.085005000000000011 -0.085684999999999997 -0.087994999999999976 -0.060974999999999994 -0.16262499999999996 -0.014199999999999999 0.12745000000000004 0.10856000000000002 0.073890000000000011 0.30863500000000005 -0.13702999999999996 -1.0000000180025095e-35 -0.43560999999999994 0.083310000000000009 -0.07928499999999998
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 -4 -5 -8 9 10 -9 -10 14 -3 -7 16 -14
right_child=-2 3 5 6 -6 12 7 8 11 -11 -12 -13 15 -15 -16 -17 -18
leaf_value=0.0029556106621790213 0.0025616767184378614 0.0014114373251034196 0.0023719695547178505 0.0018322315832883195 0.0031804278857298163 0.00045738607757993374 -0.0017903399783504503 0.00033341465264841836 0.0025644194172023101 -0.0021832929930310644 0.0018367807280263077 0.00059931178817486809 -0.00093172415196234287 -0.00016428455788501331 0.0020573167319860165 0.0010459221604330264 0.00042921826468598036
leaf_weight=67 54 55 52 65 53 54 55 1990 68 52 75 83 63 59 53 52 64
leaf_count=67 54 55 52 65 53 54 55 1990 68 52 75 83 63 59 53 52 64
internal_value=0 0.000556821 0.00118208 0.000457663 0.00141616 0.000830165 0.000390582 0.000350192 0.000402154 0.000324857 0.000388074 0.00148505 0.000549421 0.000594887 0.00125099 0.000129382 -0.000244956
internal_weight=0 2960 405 2555 167 338 2388 2323 2268 2117 2065 151 286 114 107 179 127
internal_count=3014 2960 405 2555 167 338 2388 2323 2268 2117 2065 151 286 114 107 179 127
is_linear=0
shrinkage=0.0111644


Tree=1930
num_leaves=11
num_cat=0
split_feature=15 9 16 14 2 48 48 48 1429 12
split_gain=2.99387 3.35193 2.37704 3.42212 1.51894 1.98822 1.6598 1.50687 1.08118 1.1342
threshold=-0.2987999999999999 -1.0000000180025095e-35 -0.42170999999999997 -0.41992499999999994 0.14253500000000002 0.11466000000000001 -0.088899999999999993 -0.077984999999999985 -0.022899999999999997 0.080635000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -3 -8 -9 -10
right_child=1 4 3 -5 -6 -7 7 8 9 -11
leaf_value=0.000486908006186519 0.0033854297869433721 0.0024701540044697987 -0.00016670156266834077 -0.0039529034027246269 -0.00083354884076372951 0.0021782512927217531 -0.0014070399547497817 -0.00063410236993772921 0.0010848732589136231 0.00044399489129502077
leaf_weight=102 52 53 68 53 99 93 52 98 423 1857
leaf_count=102 52 53 68 53 99 93 52 98 423 1857
internal_value=0 0.000577641 -0.000767601 -0.00182611 0.000523015 0.000575197 0.000515107 0.000472417 0.000513565 0.000562947
internal_weight=0 2727 223 121 2675 2576 2483 2430 2378 2280
internal_count=2950 2727 223 121 2675 2576 2483 2430 2378 2280
is_linear=0
shrinkage=0.0111644


Tree=1931
num_leaves=24
num_cat=0
split_feature=1 1 2 3 2 3 4 14 2 39 11 0 3 12 0 3 42 1 0 42 15 12 13
split_gain=251.411 39.0392 20.4323 16.018 10.7202 9.76996 9.45374 6.41059 8.18126 5.01698 4.45008 3.04396 5.04797 3.13987 2.80788 2.30399 2.2404 1.96584 1.92182 1.78729 1.67932 1.49087 0.892449
threshold=0.10471000000000001 0.12313000000000002 0.11152000000000002 0.28833000000000003 0.095850000000000005 -0.029394999999999998 0.31392000000000003 0.073890000000000011 -0.080859999999999974 0.055555000000000007 1.0000000180025095e-35 0.048825000000000007 0.088880000000000015 0.092085000000000014 -0.195045 -0.0031199999999999995 0.09364500000000002 0.11392000000000001 -0.076734999999999984 0.084755000000000011 -0.084904999999999994 0.10253500000000002 -0.075154999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 6 7 17 -3 8 -1 10 11 12 13 -6 -10 18 -8 -2 21 -20 -4 -16 -15
right_child=1 3 20 -5 9 -7 16 -9 14 -11 -12 -13 -14 22 15 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0029576157080543667 0.0039265713569448593 0.0023777682249807959 0.0016667654456567465 0.00035373930423460175 0.0042435057961712954 0.0023877376592474804 0.001559582229172386 0.0047558899812489902 0.0034093532039351318 0.0029173039121705747 0.0044104134715623119 0.0030055243280079111 0.0029093794687286654 0.0039554603018458817 0.0040902944244668787 0.0045251090236420721 0.000784807893137945 0.0032561877679848426 0.0041322273717613166 0.0035872493674779893 0.0022671224200333079 0.0036583217456591611 0.0035753060345099898
leaf_weight=54 71 88 102 93 91 74 57 86 52 68 58 54 53 60 1180 73 53 60 69 128 52 63 211
leaf_count=54 71 88 102 93 91 74 57 86 52 68 58 54 53 60 1180 73 53 60 69 128 52 63 211
internal_value=0 0.00201787 0.00261523 0.00128082 0.00392461 0.00317516 0.00171612 0.00403393 0.00399556 0.0036113 0.0037008 0.00361298 0.00369195 0.00380645 0.00403136 0.00405272 0.00118654 0.00361975 0.00402875 0.00377828 0.00186967 0.00406842 0.00365958
internal_weight=0 650 359 291 2300 205 198 1705 1619 595 527 469 415 362 1565 1513 110 131 1440 197 154 1243 271
internal_count=2950 650 359 291 2300 205 198 1705 1619 595 527 469 415 362 1565 1513 110 131 1440 197 154 1243 271
is_linear=0
shrinkage=0.00270699


Tree=1932
num_leaves=18
num_cat=0
split_feature=15 9 13 2 3 16 48 50 50 3 1 15 15 157 13 3 16
split_gain=2.6311 2.09482 2.36314 1.7146 2.20198 1.64298 1.41549 1.04199 1.75781 1.65365 3.88161 1.26281 2.97396 1.20544 0.894299 0.828803 0.797384
threshold=-0.2987999999999999 -1.0000000180025095e-35 -0.17030499999999998 0.12198500000000001 0.0066850000000000008 -0.43491999999999992 0.11904500000000003 0.017860000000000004 0.090195000000000011 -0.14954999999999999 0.085550000000000015 0.087670000000000012 -0.0073449999999999991 0.10909500000000001 -0.081224999999999978 -0.083154999999999993 -0.098494999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 16 5 -5 -1 7 9 -9 10 -4 12 -10 14 -11 -13 -3
right_child=1 2 6 4 -6 -7 -8 8 11 13 -12 15 -14 -15 -16 -17 -18
leaf_value=-7.9418080788543652e-05 0.0026620947202100785 -0.0016988814928757354 -0.0026345024740397596 0.0018630471577255313 -0.00098589680957328471 -0.002534564577175779 0.0019041803096765616 0.0023471664508233703 0.00066915642439563242 0.00032154426570937317 0.00071549268379561993 -0.00098695994112549365 0.0033421578559526314 -0.00084770480096759196 0.00081608221682130807 0.00056215227370116471 -6.3348961818721379e-05
leaf_weight=53 52 52 55 54 57 59 93 87 217 549 99 52 53 56 1178 110 74
leaf_count=53 52 52 55 54 57 59 93 87 217 549 99 52 53 56 1178 110 74
internal_value=0 0.000651342 0.000612214 -0.000490798 0.000399103 -0.00137372 0.000679057 0.000632622 0.00103521 0.000524697 -0.000480233 0.00077075 0.00119426 0.000611554 0.000658935 6.424e-05 -0.000739187
internal_weight=0 2727 2675 223 111 112 2549 2456 519 1937 154 432 270 1783 1727 162 126
internal_count=2950 2727 2675 223 111 112 2549 2456 519 1937 154 432 270 1783 1727 162 126
is_linear=0
shrinkage=0.0101119


Tree=1933
num_leaves=29
num_cat=0
split_feature=2 15 12 2 2 2 12 0 11 13 2 52 52 16 11 15 15 133 15 16 13 16 159 43 13 43 133 15
split_gain=99.3876 55.9376 22.7154 20.3719 12.9209 11.6909 9.28791 8.51365 5.40869 4.15248 3.70905 3.00401 3.01555 2.57666 2.32775 2.68468 2.30753 2.06823 2.03184 1.93634 1.67802 1.32264 1.27125 1.03093 1.0305 1.01735 0.696805 0.27383
threshold=0.12026500000000001 -0.41956999999999994 0.023990000000000004 0.25063000000000007 -1.0000000180025095e-35 0.10019000000000002 0.094435000000000005 -0.084114999999999981 1.0000000180025095e-35 -0.0015099999999999998 0.13554000000000002 0.048535000000000002 -0.091869999999999993 -0.082119999999999985 0.077330000000000024 0.083185000000000023 0.025430000000000005 -0.0081099999999999974 0.096995000000000012 -0.42607499999999993 -0.092584999999999987 -0.071704999999999991 0.024100000000000003 -1.0000000180025095e-35 -0.068484999999999976 0.058975000000000007 -0.10210999999999999 -0.080264999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 -3 11 8 19 17 -7 -9 12 -6 -11 15 22 -10 25 -17 -2 -19 -22 24 -20 -8 26 -4 -12
right_child=3 2 6 -5 5 9 14 10 16 13 27 -13 -14 -15 -16 18 -18 20 23 -21 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00054805852441484231 0.00099943709351687777 0.0011815477374738678 0.0029205725624086641 -0.00033003042012527326 0.0027014658614158559 0.001285946997804555 0.0016503169378134638 0.0019850779932910584 0.0027296755779495905 0.0016175280766614006 0.0011390115480552185 0.0029831603827236318 0.0020586628108861466 0.0023550669219279301 0.0026177811423588391 0.0026170765257678978 0.0034046910946679719 0.0020788970053807732 0.002349013229182551 0.00036721884706855749 0.0026274012389950765 0.0024300505132066911 0.0023344856328254291 0.001927872430834763 0.0020250004922255562 0.002461890914641207 0.0026728690903132469 0.0013858579214872328
leaf_weight=97 55 103 87 58 71 82 57 64 55 52 52 52 96 54 75 97 59 56 76 53 305 517 53 58 152 100 262 52
leaf_count=97 55 103 87 58 71 82 57 64 55 52 52 52 96 54 75 97 59 56 76 53 305 517 53 58 152 100 262 52
internal_value=0 0.00230448 0.00237211 0.000939232 0.00192773 0.00211651 0.0024849 0.00120605 0.00258561 0.00168502 0.00153803 0.00248681 0.0023321 0.00199349 0.00222936 0.00217022 0.00307925 0.00254319 0.00235605 0.000689415 0.00247627 0.00250331 0.00200628 0.00216692 0.00192293 0.00267399 0.00273469 0.00126268
internal_weight=0 2616 2519 334 510 407 2009 276 1441 188 168 219 167 106 568 493 114 1327 231 108 878 822 262 134 209 449 349 104
internal_count=2950 2616 2519 334 510 407 2009 276 1441 188 168 219 167 106 568 493 114 1327 231 108 878 822 262 134 209 449 349 104
is_linear=0
shrinkage=0.00235659


Tree=1934
num_leaves=14
num_cat=0
split_feature=3 1456 1456 1456 41 1 480 51 12 1 50 0 0
split_gain=2.06538 1.30783 1.2975 1.24464 1.22687 2.00014 1.39957 1.55951 1.50204 2.11451 1.49854 1.21228 0.642916
threshold=0.28833000000000003 0.08814000000000001 0.083690000000000014 0.10423 0.080335000000000018 0.084370000000000014 -0.039079999999999997 0.10513500000000002 0.12477500000000001 0.11366000000000001 0.12213000000000002 -0.11167499999999998 -0.088794999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 6 -6 -1 8 9 -8 12 -2 -9
right_child=11 3 -4 -5 5 -7 7 10 -10 -11 -12 -13 -14
leaf_value=-0.00074713169075058265 0.00028598727328077705 -0.0014220368368907919 0.0020574076337561641 0.00055003157269588115 0.00017418759326920632 0.0027724773533606244 0.00066493950573278413 0.003058597749210302 0.0021663744358277085 -0.00036197456987601198 0.00023073321439461762 -0.0016546345479045614 0.0015675580612719315
leaf_weight=73 70 58 72 75 53 71 1948 53 61 229 57 62 68
leaf_count=73 70 58 72 75 53 71 1948 53 61 229 57 62 68
internal_value=0 0.000669054 0.00071755 -0.000309157 0.000680589 0.00166279 0.000631613 0.000673317 0.000600786 0.000556868 0.00158465 -0.000624699 0.00222155
internal_weight=0 2818 2685 133 2613 124 2489 2416 2238 2177 178 132 121
internal_count=2950 2818 2685 133 2613 124 2489 2416 2238 2177 178 132 121
is_linear=0
shrinkage=0.0101119


Tree=1935
num_leaves=11
num_cat=0
split_feature=1 48 48 151 457 158 48 14 481 4
split_gain=1.9231 2.28128 2.39304 2.0914 2.31973 1.19812 1.64648 1.2528 0.843396 0.905086
threshold=0.14860500000000001 0.13512500000000002 -0.082884999999999986 0.082375000000000018 0.11596500000000001 0.078875000000000015 -0.065059999999999993 0.05884000000000001 -0.077329999999999996 0.008570000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8 -7 -10
right_child=-2 -3 3 -5 -6 8 7 -9 9 -11
leaf_value=0.0024769295742107446 -0.0012478517015806247 0.0029594218435451611 -0.0015247966112417756 -0.0010579960245468436 0.003001271516015118 -0.00011925295745011697 0.00057010326950907313 -0.0010975856572326456 0.0022515378411243135 0.00092795999915404467
leaf_weight=87 70 55 52 100 52 52 2147 60 112 168
leaf_count=87 70 55 52 100 52 52 2147 60 112 168
internal_value=0 0.000661832 0.000617136 0.000558104 0.000619297 0.000571445 0.000477479 0.00052471 0.00121045 0.00145783
internal_weight=0 2885 2830 2743 2643 2591 2259 2207 332 280
internal_count=2955 2885 2830 2743 2643 2591 2259 2207 332 280
is_linear=0
shrinkage=0.0113877


Tree=1936
num_leaves=11
num_cat=0
split_feature=2 44 457 149 3 11 13 2 1212 13
split_gain=2.85349 1.65928 1.29921 1.71014 1.34607 1.78633 1.30087 1.19246 1.10966 1.44682
threshold=0.16730000000000003 1.0000000180025095e-35 0.093295000000000003 0.077335000000000015 -0.16100499999999998 0.07635500000000002 0.090235000000000024 0.095785000000000023 0.12218000000000002 0.23637000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 8 -1 -4 9 -6
right_child=-2 -3 7 -5 5 -7 -8 -9 -10 -11
leaf_value=0.0025378381721374321 -0.001471494308531015 0.0021624503495365731 0.00047404520071557397 -0.0011000848392727024 0.00035929873529772497 -0.00088575124768971872 0.00066780957900030951 0.002452079919370501 0.0016489761366293098 0.0016406521630428208
leaf_weight=52 70 52 56 67 2260 96 97 55 67 83
leaf_count=52 70 52 56 67 2260 96 97 55 67 83
internal_value=0 0.000475232 0.000444227 0.000402969 0.000440937 0.000388564 0.00132112 0.00145507 0.000439367 0.000404734
internal_weight=0 2885 2833 2722 2655 2506 149 111 2410 2343
internal_count=2955 2885 2833 2722 2655 2506 149 111 2410 2343
is_linear=0
shrinkage=0.00952868


Tree=1937
num_leaves=16
num_cat=0
split_feature=4 123 13 0 482 132 16 0 0 0 4 0 0 13 39
split_gain=92.9242 23.3662 12.0457 8.41763 4.17205 3.55697 3.62227 3.24379 4.92471 2.78299 4.99567 3.86255 2.54148 1.58111 1.43232
threshold=0.31392000000000003 0.080635000000000012 -0.27740999999999993 -0.105195 0.083335000000000006 0.085455000000000017 -0.07027499999999999 -0.22745499999999999 -0.15530999999999998 -0.11167499999999998 0.020110000000000006 -0.076914999999999997 -0.081414999999999987 -1.0000000180025095e-35 0.088850000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 13 14 7 -7 -4 -9 10 -10 -11 -3 -2 -5
right_child=3 12 5 4 -6 6 -8 8 9 11 -12 -13 -14 -15 -16
leaf_value=0.0010768124651022296 0.000856096407239192 0.0014348472152140065 0.0016416342018282376 -0.00017869940067254499 0.00089018548261737655 0.0021593628483297452 0.0014616993441413273 0.0029093224162942757 0.0011950021283481578 0.0022469913604530223 0.0021793310182500864 0.0020102201818428009 0.00080207326567760875 0.0014049357391964672 0.0003220854105318275
leaf_weight=72 75 75 78 74 52 87 101 54 53 1285 83 653 85 59 69
leaf_count=72 75 75 78 74 52 87 101 54 53 1285 83 653 85 59 69
internal_value=0 0.00202533 0.00208543 0.000615324 0.000283537 0.00211575 0.0017847 0.00214395 0.00216235 0.00214289 0.00179593 0.00216723 0.00109885 0.00109795 6.27513e-05
internal_weight=0 2626 2466 329 195 2394 188 2206 2128 2074 136 1938 160 134 143
internal_count=2955 2626 2466 329 195 2394 188 2206 2128 2074 136 1938 160 134 143
is_linear=0
shrinkage=0.00250084


Tree=1938
num_leaves=22
num_cat=0
split_feature=15 39 3 15 15 42 15 12 160 3 16 43 159 150 13 16 3 43 15 3 42
split_gain=65.9527 21.9364 17.8474 5.06171 5.05832 4.87117 4.41102 8.58563 4.17631 3.91017 6.82471 3.68647 4.38695 3.58568 4.40001 2.76651 1.80558 2.63966 1.78773 1.78159 1.60735
threshold=-0.26361999999999991 0.08252000000000001 0.11391500000000002 -0.19153499999999998 -0.0088349999999999974 -1.0000000180025095e-35 0.025430000000000005 0.081685000000000021 -1.0000000180025095e-35 -0.10175499999999998 0.25137500000000007 -0.081189999999999984 0.085545000000000024 0.08486500000000001 -0.052124999999999998 -0.43279999999999996 -0.14326499999999995 0.065040000000000014 -0.47354999999999997 -0.14884499999999998 -0.028919999999999998
decision_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 -2 -4 -3 9 -8 18 10 19 20 -13 14 -7 -10 -9 -18 -1 -5 -11
right_child=1 5 4 6 -6 13 7 16 15 11 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=0.0011820983940778939 0.0035851383730836264 0.0025806692852678209 0.0021946399689962738 0.0016262000803779198 0.0011113500075772794 0.0025142687404588865 0.0038983272231390455 0.0033284792780206868 0.0012733243182065249 0.0025831715747684746 0.0030668104947420361 0.0024776468761836968 0.0030942594862562595 0.0010845239250194907 0.0014356790899388149 0.00044763104277123933 0.0028780204613739076 0.0024436130834311139 0.001912829156283675 0.0022987165694516414 0.0030266633699299571
leaf_weight=55 64 56 91 72 55 54 66 59 55 82 61 493 113 63 68 78 801 130 52 56 331
leaf_count=55 64 56 91 72 55 54 66 59 55 82 61 493 113 63 68 78 801 130 52 56 331
internal_value=0 0.00266348 0.00274251 0.00280244 0.00178676 0.00185199 0.0027803 0.00291356 0.001123 0.00266378 0.00229074 0.00273294 0.00259268 0.00163125 0.00191333 0.000789309 0.00284788 0.00281739 0.0015375 0.00192066 0.00293868
internal_weight=0 2715 2474 2328 146 241 2264 1056 240 1208 189 1019 606 185 122 133 990 931 107 128 413
internal_count=2955 2715 2474 2328 146 241 2264 1056 240 1208 189 1019 606 185 122 133 990 931 107 128 413
is_linear=0
shrinkage=0.00281635


Tree=1939
num_leaves=24
num_cat=0
split_feature=1 52 47 123 1 12 3 0 3 12 4 1 52 41 43 4 0 39 3 43 43 156 0
split_gain=221.822 47.9109 23.2046 16.8167 14.4405 11.5081 11.1443 8.31402 6.97817 6.07661 5.7184 4.77884 4.54639 4.25504 4.13843 8.55239 4.32451 3.55329 2.77761 1.83459 1.73842 1.58327 2.32071
threshold=0.10404000000000001 -0.41694999999999993 0.08801500000000001 0.081630000000000022 0.13074500000000003 0.088325000000000015 0.10402500000000002 -0.076914999999999997 1.0000000180025095e-35 0.090885000000000007 0.053925000000000008 0.15028500000000003 0.0030150000000000008 0.075585000000000013 -0.12118 -0.44205499999999992 -0.042499999999999989 0.08955500000000001 0.12478500000000002 -0.082579999999999987 -0.066289999999999988 0.089770000000000016 -0.13409999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 8 7 10 19 -4 13 17 -12 21 -9 -16 20 -6 -10 -3 -17 22 -1
right_child=1 2 9 -5 11 -7 -8 14 18 -11 12 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0029686144692743308 0.0035110745654852397 0.0011700428700253901 0.0018631745517875523 0.0021848021874286343 0.001325794811987073 0.0024115709343040287 0.0021970367164905803 0.0024819674013762914 0.002066190664898146 0.0028284958253911186 0.0025865527752596913 0.00013419157330120328 0.003315233537932507 0.0039432534544328792 0.0037593544367789484 0.0032706434233000627 0.0023106961304447384 0.00057518812846625372 0.0013297219573190529 0.00056341982045635109 0.0029133227908211996 0.0036689455426364022 0.0033561986151873168
leaf_weight=90 68 55 80 88 68 64 56 73 56 62 94 53 90 68 81 109 52 67 54 52 229 79 1167
leaf_count=90 68 55 80 88 68 64 56 73 56 62 94 53 90 68 81 109 52 67 54 52 229 79 1167
internal_value=0 0.00167117 0.00146636 0.00317594 0.00121851 0.00155018 0.00321579 0.00324254 0.00129602 0.00228483 0.00332713 0.000722623 0.00294311 0.00337744 0.00299558 0.00307514 0.00293297 0.000953454 0.00170488 0.000875466 0.00302863 0.00334862 0.00332847
internal_weight=0 679 611 2276 469 281 2188 2132 217 142 1588 188 184 1404 544 471 390 135 110 107 338 1336 1257
internal_count=2955 679 611 2276 469 281 2188 2132 217 142 1588 188 184 1404 544 471 390 135 110 107 338 1336 1257
is_linear=0
shrinkage=0.00231039


Tree=1940
num_leaves=17
num_cat=0
split_feature=2 52 471 12 52 0 52 484 160 12 51 11 2 2 51 12
split_gain=1.78859 1.51981 1.7007 1.76905 3.31947 2.40906 1.66702 1.56155 1.48247 1.05725 0.930394 1.8322 1.35132 1.63232 1.26286 0.827898
threshold=0.17730000000000004 -0.53473999999999988 0.088545000000000013 0.08486500000000001 0.11628500000000001 -0.11825999999999999 0.08673500000000002 -0.075319999999999984 0.098760000000000014 0.093815000000000023 -0.17370999999999998 0.086175000000000015 0.086545000000000025 0.087355000000000002 -0.44595999999999997 0.090335000000000013
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 -9 -1 14 12 15 -14 -5 -12
right_child=-2 2 -4 10 5 -7 -8 8 -10 -11 11 -13 13 -15 -16 -17
leaf_value=0.0027736917176740946 -0.00099635786300045518 -0.00071253525764058262 -0.0011107511215077339 0.00089321766052943266 0.00063568520387037998 -0.0025701468160341475 0.0027054406825359686 0.00065352829172698481 0.00255169339485968 0.00092080377144849882 0.0018333571076926147 -0.0008391583648592716 -0.0010937260852159562 0.00093845992001033549 0.0032236195701708997 0.0010125736093518428
leaf_weight=92 66 100 57 60 52 73 53 675 58 71 388 65 55 743 61 272
leaf_count=92 66 100 57 60 52 73 53 675 58 71 388 65 55 743 61 272
internal_value=0 0.000898825 0.000834559 0.000876368 0.000501307 -0.00123555 0.000746486 0.0006217 0.00080389 0.00196735 0.00110694 0.00103043 0.00111386 0.000798245 0.00206905 0.00149528
internal_weight=0 2875 2712 2655 1011 125 886 833 733 163 1644 1523 1458 798 121 660
internal_count=2941 2875 2712 2655 1011 125 886 833 733 163 1644 1523 1458 798 121 660
is_linear=0
shrinkage=0.0113877


Tree=1941
num_leaves=13
num_cat=0
split_feature=48 48 14 51 51 1 1348 49 133 133 42 49
split_gain=2.57954 2.0248 1.94136 1.59047 2.7298 1.31061 2.57558 2.08509 1.30032 1.03622 0.814465 0.551497
threshold=0.12036500000000001 0.10971000000000002 -0.2523999999999999 0.12216000000000002 0.108005 0.080320000000000016 1.0000000180025095e-35 -0.093809999999999991 0.11330000000000001 0.18829500000000002 0.09901500000000002 0.036605000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 7 -7 10 -10 -4 -2
right_child=11 -3 3 -5 -6 6 -8 -9 9 -11 -12 -13
leaf_value=-0.0010153884760480433 -0.0021057769531663793 0.0032715923452830303 0.0012504757421756723 0.0025427562864631481 -0.0021217343466030268 0.0029946126793072144 -0.0022226110065868654 0.00055607118031919002 -0.001331191179172869 0.00074841373476305451 0.0027465232724803606 -0.00022421773580631163
leaf_weight=93 54 60 1155 98 52 64 54 968 54 170 66 53
leaf_count=93 54 60 1155 98 52 64 54 968 54 170 66 53
internal_value=0 0.000893377 0.000841887 0.000906366 0.000844226 0.000905218 0.000561612 0.000707434 0.00116336 0.000246457 0.00133146 -0.00117509
internal_weight=0 2834 2774 2681 2583 2531 1086 1032 1445 224 1221 107
internal_count=2941 2834 2774 2681 2583 2531 1086 1032 1445 224 1221 107
is_linear=0
shrinkage=0.0130808


Tree=1942
num_leaves=14
num_cat=0
split_feature=15 10 39 13 16 14 48 15 43 13 457 151 15
split_gain=82.3026 40.8444 25.4132 21.5899 8.82433 7.58779 5.15953 8.96308 4.7108 4.11689 3.72595 5.46456 1.98253
threshold=-0.26361999999999991 -0.11133 0.0039300000000000003 -0.17030499999999998 -0.52541999999999989 0.073890000000000011 0.087550000000000017 -0.052239999999999988 -0.055679999999999993 -0.052719999999999996 0.062030000000000009 -0.089594999999999994 0.13592500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 -5 10 7 -4 -1 -10 12 -12 -6
right_child=1 2 6 4 5 -7 -8 -9 9 -11 11 -13 -14
leaf_value=0.00039941734650612918 0.00020880791104682607 0.0012021797354567669 0.0024072134784040751 0.0016661717217765391 0.0024107383809360149 0.0032230988641949294 0.0010841283526286795 0.001210908540575252 0.00063238040797365018 0.0014509026496021431 0.0025399763990990886 0.0015817785931769065 0.0019512791869330879
leaf_weight=99 53 88 66 92 2013 58 90 68 62 70 56 74 52
leaf_count=99 53 88 66 92 2013 58 90 68 62 70 56 74 52
internal_value=0 0.0022176 0.00225766 0.00232624 0.00236841 0.00239708 0.00151267 0.00180032 0.00078079 0.00106663 0.00237524 0.00199473 0.00239918
internal_weight=0 2710 2657 2433 2345 2253 224 134 231 132 2195 130 2065
internal_count=2941 2710 2657 2433 2345 2253 224 134 231 132 2195 130 2065
is_linear=0
shrinkage=0.00231039


Tree=1943
num_leaves=11
num_cat=0
split_feature=48 2 48 0 12 147 15 16 0 48
split_gain=1.9667 1.72193 1.99213 1.34072 1.80325 1.71413 1.13546 1.7657 1.08975 0.545218
threshold=0.12036500000000001 0.17730000000000004 0.10971000000000002 0.148925 0.11984500000000002 0.091170000000000015 -0.42075999999999997 -0.42170999999999997 -0.14259999999999998 0.13991500000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -8 -2
right_child=9 -3 -4 -5 -6 -7 8 -9 -10 -11
leaf_value=0.0010027837394151376 -0.0014798635657903754 -0.0011364108558933666 0.0028201987121028857 0.0023437830115847955 0.0022592478992317332 -0.00087547089824391853 0.0014860818954453986 -0.0014073950665559494 0.00070035845401846247 5.0179903285973135e-05
leaf_weight=69 54 54 55 60 85 80 225 71 2135 53
leaf_count=69 54 54 55 60 85 80 225 71 2135 53
internal_value=0 0.000760586 0.000797475 0.000756607 0.000720831 0.000670102 0.000719606 -0.000218703 0.000775317 -0.000720921
internal_weight=0 2834 2780 2725 2665 2580 2500 140 2360 107
internal_count=2941 2834 2780 2725 2665 2580 2500 140 2360 107
is_linear=0
shrinkage=0.0107308


Tree=1944
num_leaves=27
num_cat=0
split_feature=1 12 1 4 3 4 13 49 43 13 52 4 16 4 13 52 16 0 1 52 43 43 13 4 15 1213
split_gain=74.8985 25.1566 10.6968 5.17387 4.89301 7.06644 6.10789 4.2341 3.79026 3.28276 3.08432 4.54137 2.3743 2.35661 2.30528 4.51416 3.22567 1.70169 1.94802 1.84229 1.58987 1.55732 1.1213 1.00377 0.929087 0.899068
threshold=0.12313000000000002 0.056995000000000011 0.095920000000000019 0.049545000000000006 -0.13392999999999997 -0.10701499999999999 0.041960000000000004 -0.032624999999999994 -0.055679999999999993 -0.052719999999999996 -0.092084999999999986 -0.0073499999999999998 -0.28430999999999995 0.24099500000000004 -0.0059899999999999997 -1.0000000180025095e-35 -0.090614999999999987 -0.076384999999999995 0.091280000000000014 0.0062600000000000008 -0.055679999999999993 -0.0025899999999999994 -0.066634999999999986 0.024470000000000002 0.096995000000000012 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 2 2 2
left_child=1 2 10 4 6 -6 -3 -2 -9 -10 -1 -12 13 -5 16 -16 -4 18 25 -20 -14 22 -19 -13 -23 -7
right_child=7 3 14 12 5 17 -8 8 9 -11 11 23 20 -15 15 -17 -18 21 19 -21 -22 24 -24 -25 -26 -27
leaf_value=0.0024588952560938319 2.3988449474406223e-05 0.0034321591248510858 0.001579423354243877 0.0026339608907617962 0.0013465292046059552 0.0023855400520420983 0.0023637383461800961 0.00042398013938313108 0.00078435010150519104 0.0015943455799563647 0.0013258953772139874 0.0023942476209910485 0.0019571360597330232 0.001928730464863812 0.0020760584319466889 0.0011549248277242248 0.00076592231436775973 0.0025442561865512189 0.0016665614442804885 0.0023761183585239861 0.0014251452953833951 0.0016396850023814124 0.0021466162808696444 0.0019164245660197867 0.0021339135264900238 0.0027313767482084646
leaf_weight=83 52 62 55 57 54 1057 97 87 84 61 74 63 101 82 64 91 92 77 52 52 66 53 149 63 56 57
leaf_count=83 52 62 55 57 54 1057 97 87 84 61 74 63 101 82 64 91 92 77 52 52 66 53 149 63 56 57
internal_value=0 0.00214305 0.00165688 0.0022803 0.00233559 0.00229155 0.00278053 0.000709011 0.000862429 0.0011253 0.00202778 0.00184873 0.00196113 0.00221813 0.00130922 0.00153545 0.00107049 0.00232439 0.0023707 0.00202161 0.00174706 0.00215594 0.00228222 0.00215556 0.00189386 0.00240326
internal_weight=0 2657 585 2072 1766 1607 159 284 232 145 283 200 306 139 302 155 147 1553 1218 104 167 335 226 126 109 1114
internal_count=2941 2657 585 2072 1766 1607 159 284 232 145 283 200 306 139 302 155 147 1553 1218 104 167 335 226 126 109 1114
is_linear=0
shrinkage=0.00265391


Tree=1945
num_leaves=26
num_cat=0
split_feature=1 2 12 2 2 15 0 2 16 2 12 0 16 42 16 1453 42 4 0 16 0 133 42 3 2
split_gain=89.0515 18.0238 12.3051 11.3184 5.95465 5.83047 5.16963 4.88418 7.2924 5.66974 4.73551 4.44962 2.76384 2.6984 2.42035 2.18746 2.04824 1.62609 3.47676 1.42197 2.29571 2.468 2.06575 1.29329 0.880123
threshold=0.10398500000000001 0.13881000000000002 0.085075000000000026 0.093320000000000014 -0.0098549999999999974 -0.40166999999999992 -0.14755499999999996 -1.0000000180025095e-35 -0.4136149999999999 0.10859000000000001 0.108115 0.12503500000000004 -0.15693499999999996 0.088060000000000013 -0.07027499999999999 -0.014859999999999998 -0.10324499999999999 -0.17568999999999999 -0.058589999999999996 0.073820000000000011 -0.076734999999999984 0.40658000000000005 0.083725000000000008 -0.078644999999999979 0.08784500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 -1 -3 -5 8 -2 -9 13 16 -6 -4 -11 -14 -8 -18 23 20 24 -22 -21 -19 -17
right_child=1 5 10 6 12 -7 11 9 -10 14 -12 -13 15 -15 -16 19 17 18 -20 22 21 -23 -24 -25 -26
leaf_value=0.0018196494415977902 0.0015603252438699969 0.0012806601860781519 0.00272619184973639 0.0015093313825506923 0.0030356826669755521 0.00028330210106897733 0.002776020123706523 0.0021679188862672102 0.000279428002631306 0.0015477821309002877 0.0015227763529638914 0.0015886101306425955 0.002140644318843758 0.0020536700029612138 0.000907341865918275 0.002640476225473381 0.0026368590115863977 0.0025053664767529411 0.0017312291222728118 0.0032078546458076808 0.001923404390857229 0.002616950374330245 0.0025643494790817882 0.0021990048958735252 0.0024848960959121618
leaf_weight=63 53 58 64 63 80 90 53 64 54 90 59 56 70 83 59 810 63 134 75 53 67 58 71 226 310
leaf_count=63 53 58 64 63 80 90 53 64 54 90 59 56 70 83 59 810 63 134 75 53 67 58 71 226 310
internal_value=0 0.00143049 0.0016432 0.00244645 0.00255966 0.000674336 0.0021791 0.0013421 0.000914136 0.00155696 0.00211081 0.00224857 0.00259034 0.00234665 0.00129436 0.00256556 0.00231559 0.00226654 0.00221285 0.00258727 0.00256212 0.00224542 0.00283961 0.00231311 0.00259744
internal_weight=0 674 526 2252 1582 148 670 320 107 213 206 607 1519 147 149 1439 551 498 435 1369 1245 125 124 360 1120
internal_count=2926 674 526 2252 1582 148 670 320 107 213 206 607 1519 147 149 1439 551 498 435 1369 1245 125 124 360 1120
is_linear=0
shrinkage=0.0024518


Tree=1946
num_leaves=15
num_cat=0
split_feature=2 0 2 0 1 2 1 2 4 48 1429 1446 0 2
split_gain=2.73652 3.42652 3.07073 5.65468 4.513 2.51336 3.22021 3.73848 1.62094 1.11394 0.973597 0.876911 0.567999 0.778907
threshold=-0.14847999999999997 0.13304000000000002 -0.007134999999999999 -0.079794999999999991 0.15028500000000003 0.093320000000000014 0.081315000000000012 0.10233000000000002 -0.14088999999999999 -0.0020199999999999997 0.086185000000000012 0.088645000000000015 -0.060094999999999989 0.099435000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 9 12 -8 -9 -4 11 -11 13 -7
right_child=1 -3 4 -5 -6 6 7 8 -10 10 -12 -13 -14 -15
leaf_value=0.002800603505611282 0.0014146498821018432 -0.0017084378717961766 0.0024191564506806547 -0.0030421073967157966 0.0039369425895133137 0.0006442813849939005 -0.0025040819364940178 0.0013802445333261093 -0.00019053981419080607 0.00088510934278236177 0.0022346049005178437 0.0019986960648652862 0.00021721207189157886 0.0015890601506890973
leaf_weight=73 63 62 64 63 52 175 68 93 333 1427 68 83 85 217
leaf_count=73 63 62 64 63 52 175 68 93 333 1427 68 83 85 217
internal_value=0 0.000737198 0.000791566 -0.000812837 0.000867464 0.000806337 0.00038186 -0.000213289 0.000152114 0.00105728 0.00100198 0.000946394 0.000998455 0.00116757
internal_weight=0 2853 2791 126 2665 2613 971 494 426 1642 1578 1510 477 392
internal_count=2926 2853 2791 126 2665 2613 971 494 426 1642 1578 1510 477 392
is_linear=0
shrinkage=0.0105204


Tree=1947
num_leaves=30
num_cat=0
split_feature=1 2 12 2 52 12 16 0 1 11 12 0 2 16 2 0 2 16 133 52 2 2 1 52 2 133 0 52 16
split_gain=216.658 44.8005 36.2774 19.7866 11.6594 10.311 9.03072 7.04578 10.8205 5.1393 5.02985 3.91947 3.9009 3.43539 3.69031 3.35379 3.16729 2.54766 5.22095 1.92671 2.05597 1.94046 1.71348 1.37261 1.36034 0.934677 0.911014 1.12169 0.348997
threshold=0.10075500000000003 0.14132000000000003 0.085075000000000026 0.095850000000000005 0.098580000000000015 0.10793500000000002 0.041025000000000006 0.098975000000000021 0.088470000000000007 1.0000000180025095e-35 0.092085000000000014 -0.076384999999999995 0.10100500000000003 -0.52334499999999984 -1.0000000180025095e-35 -0.22745499999999999 0.25063000000000007 0.066010000000000013 0.40658000000000005 0.11330000000000001 0.083970000000000017 0.08784500000000002 0.11392000000000001 -0.09823999999999998 0.10393500000000001 0.0029250000000000005 -0.058589999999999996 0.029970000000000007 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 9 6 12 13 8 10 11 24 15 22 -2 -15 -1 -3 18 -13 21 -21 23 -4 -17 -5 -23 27 -12 -29
right_child=1 16 5 7 -6 -7 -8 -9 -10 -11 26 17 -14 14 -16 19 -18 -19 -20 20 -22 25 -24 -25 -26 -27 -28 28 -30
leaf_value=0.0023878318459423708 0.0010852315205496044 0.00026527996813307224 0.0032096518990511326 0.0033769299778857731 0.0020436189836197959 0.0014452406942507641 0.0016337588396778671 0.0015604339375117028 0.0015439620529509046 0.0035611240015721844 0.0023356999087791315 0.0020215760080854041 0.0021445670602710217 -3.4084241462058574e-05 0.00072799672465128631 0.0027715607717944653 -0.00053120935101382384 0.0030696134925903341 0.0029619367317923321 0.0023598053944670805 0.0029685569337501703 0.0027457818892325219 0.0025837290586101492 0.0031467628094057113 0.0028428735205757996 0.0030050970496660885 0.002213515044893942 0.0028497285022616135 0.0025755862389663284
leaf_weight=57 72 74 55 55 63 66 73 55 63 87 88 83 72 65 102 68 54 56 67 56 94 158 56 724 68 205 66 60 64
leaf_count=57 72 74 55 55 63 66 73 55 63 87 88 83 72 65 102 68 54 56 67 56 94 158 56 724 68 205 66 60 64
internal_value=0 0.00127701 0.00155347 0.00283438 0.00106198 0.00229355 0.000863679 0.00240806 0.00250847 0.00296805 0.00265994 0.00293513 0.00259935 0.000628355 0.000431219 0.00298389 -7.05304e-05 0.00261258 0.00244178 0.00300991 0.00274147 0.00304475 0.00289411 0.00311458 0.0030819 0.0028923 0.00247315 0.00255385 0.00270845
internal_weight=0 752 624 2174 375 249 312 519 464 1655 401 1568 183 239 167 1362 128 206 150 1305 150 1155 111 792 123 363 278 212 124
internal_count=2926 752 624 2174 375 249 312 519 464 1655 401 1568 183 239 167 1362 128 206 150 1305 150 1155 111 792 123 363 278 212 124
is_linear=0
shrinkage=0.00250084


Tree=1948
num_leaves=15
num_cat=0
split_feature=33 9 10 2 457 4 3 3 43 4 41 0 52 2
split_gain=2.23261 3.26438 2.15061 1.90826 1.8752 1.72515 1.29106 3.03436 1.64866 1.55814 1.06925 1.08554 1.43401 1.26465
threshold=0.085370000000000015 -1.0000000180025095e-35 -0.088499999999999981 0.093320000000000014 0.086120000000000016 -0.17006499999999999 -0.097199999999999995 -0.16270999999999997 -0.09361499999999999 -0.073574999999999988 0.075585000000000013 -0.076734999999999984 -0.049669999999999999 0.090420000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 -4 7 -5 -8 -10 11 13 -13 -7
right_child=-2 2 3 4 -6 10 8 -9 9 -11 -12 12 -14 -15
leaf_value=-0.0013389655550221731 0.0028926529437369977 -0.001224291695729363 0.0028432615304487632 0.0011727691654586593 -0.00098762457081977566 0.00095414316241094533 0.0021150032201363396 -0.0014690102516283427 0.0017709425112623922 0.0004138810361085491 0.0023211721616569147 -0.00073630750102258622 0.00087032053140004794 0.0019347747013985408
leaf_weight=77 53 54 56 93 83 1182 92 92 108 543 63 87 184 159
leaf_count=77 53 54 56 93 83 1182 92 92 108 543 63 87 184 159
internal_value=0 0.000755519 0.000813239 0.000853406 0.000497167 0.00106141 0.000630084 -0.000140385 0.000822072 0.000639185 0.00100177 0.000950134 0.000354133 0.0010705
internal_weight=0 2873 2796 2742 1011 1731 928 185 743 651 1675 1612 271 1341
internal_count=2926 2873 2796 2742 1011 1731 928 185 743 651 1675 1612 271 1341
is_linear=0
shrinkage=0.0103142


Tree=1949
num_leaves=20
num_cat=0
split_feature=1 1 11 52 16 10 14 123 50 14 16 1 16 42 457 13 52 1212 13
split_gain=113.8 30.1139 10.5784 7.86074 7.44557 5.80164 4.88779 4.10721 3.12107 2.913 3.41157 2.74524 5.27805 2.10546 2.44305 2.42887 2.09193 1.27851 0.942536
threshold=0.12313000000000002 0.10075500000000003 0.08326500000000002 0.095185000000000006 0.16094000000000003 -0.088499999999999981 0.064610000000000015 1.0000000180025095e-35 0.12170000000000002 -0.075274999999999995 -0.40430999999999989 0.11215000000000001 -0.0094449999999999968 0.090045000000000014 0.062030000000000009 0.0051600000000000005 -0.069059999999999996 0.086030000000000009 -0.051009999999999993
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 11 -2 7 8 13 -7 -11 12 -3 14 15 -1 -16 18 -15
right_child=5 2 -4 -5 -6 9 -8 -9 -10 10 -12 -13 -14 17 16 -17 -18 -19 -20
leaf_value=0.0029041319256244255 9.5652898148469061e-06 0.0014951859327324486 0.0027878185537478953 0.002567875826924749 0.0024934266793677005 0.0004627021362256614 0.0033879344579403258 0.0020203481297730889 0.0022208107110103627 0.00077391758611522249 0.0015317139879458734 0.0017509190670286039 0.0004249294358043498 0.0024811130630513515 0.0028436110160085333 0.0025918845672884957 0.0021011868702928518 0.0029562452912957841 0.0028397372025160917
leaf_weight=1125 56 101 95 72 52 59 88 62 84 87 95 81 54 329 53 231 65 68 69
leaf_count=1125 56 101 95 72 52 59 88 62 84 87 95 81 54 329 53 231 65 68 69
internal_value=0 0.00261391 0.00196774 0.00175124 0.00154698 0.000810664 0.00274914 0.00272218 0.00274366 0.000996689 0.00116963 0.00133832 0.00112251 0.00276628 0.00281767 0.00285096 0.0024349 0.00260367 0.00254336
internal_weight=0 2629 455 360 288 297 2174 2086 2024 241 182 236 155 1940 1474 1356 118 466 398
internal_count=2926 2629 455 360 288 297 2174 2086 2024 241 182 236 155 1940 1474 1356 118 466 398
is_linear=0
shrinkage=0.00276112


Tree=1950
num_leaves=28
num_cat=0
split_feature=1 3 2 2 2 2 2 40 4 1 3 12 3 14 155 40 4 43 16 2 13 12 3 4 160 42 4
split_gain=185.405 37.4091 20.3815 15.3282 13.4272 15.3053 11.9398 9.55426 6.85149 7.39768 6.29345 5.37429 5.27436 4.37218 4.06034 3.03578 2.84125 4.62778 4.98413 3.81734 2.8123 2.23878 2.1164 1.06427 0.753507 1.44657 0.678063
threshold=0.10123500000000001 -0.049204999999999992 0.11504500000000002 0.10836000000000003 0.14073000000000005 -1.0000000180025095e-35 0.10457000000000001 -0.075659999999999991 1.0000000180025095e-35 0.083250000000000005 0.090170000000000014 0.087825000000000014 0.13470000000000001 0.073890000000000011 0.098655000000000007 -0.077194999999999986 -0.39175499999999991 -0.0005399999999999999 0.052690000000000008 0.087865000000000013 -0.050424999999999991 0.09227500000000001 -0.072649999999999978 0.41464000000000006 -0.022144999999999995 0.083250000000000005 0.049545000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 7 5 15 -7 -1 13 21 -8 -5 -12 16 20 -3 -9 18 -18 -19 -2 24 26 -6 -10 -26 -13
right_child=1 4 -4 11 23 6 10 8 9 -11 12 22 -14 -15 -16 -17 17 19 -20 -21 -22 -23 -24 -25 25 -27 -28
leaf_value=0.0015030840891742886 0.0023273564033452279 0.00044166142534173984 0.00059376261381192063 0.001175969366302865 4.2005415777330942e-05 0.0022222777685789508 0.00027444926878351797 0.0030926632011489619 0.0024503098687843759 0.0016289913052106308 0.0018130981558795625 0.0025561154630492178 0.000699861518639555 0.0033294548824772956 0.0027602432530045374 -0.00038972134318756636 0.0027881161258626517 0.0025911794096325214 0.0022965177725787424 0.0020464991052443937 0.0016188535482111715 0.0021632687098078552 0.0018062203511785449 -0.00046639923338220103 0.0030953886289377397 0.0025055337941372654 0.0021402267951256687
leaf_weight=52 70 62 71 52 54 56 70 92 69 84 55 52 56 66 57 53 886 211 159 140 77 88 87 53 54 56 53
leaf_count=52 70 62 71 52 54 56 70 92 69 84 55 52 56 66 57 53 886 211 159 140 77 88 87 53 54 56 53
internal_value=0 0.00102738 0.00177142 0.0025079 0.000581547 0.000822106 0.00119263 0.0025831 0.00261257 0.00229015 0.000873915 0.0019046 0.00125171 0.00268537 0.00218115 5.82656e-05 0.00265679 0.00262804 0.00271334 0.00237401 0.00195642 0.00249806 0.0021018 -0.000209567 0.0026625 0.00279535 0.00234645
internal_weight=0 734 275 2201 459 352 237 1957 1905 351 181 244 111 1554 204 115 1488 1396 1045 351 147 267 192 107 179 110 105
internal_count=2935 734 275 2201 459 352 237 1957 1905 351 181 244 111 1554 204 115 1488 1396 1045 351 147 267 192 107 179 110 105
is_linear=0
shrinkage=0.00255085


Tree=1951
num_leaves=33
num_cat=0
split_feature=1 2 12 3 15 0 0 12 51 15 1429 48 2 51 40 3 2 2 3 12 15 43 2 43 15 15 402 402 43 0 12 15
split_gain=106.354 24.6552 20.5657 7.60545 5.50337 5.40496 5.39186 4.16219 4.15546 4.93723 3.6027 3.9837 3.70742 3.40448 4.15013 3.70643 3.37206 2.75874 2.45478 2.39563 2.32507 2.09817 1.91204 1.67363 2.11318 1.89553 1.47933 1.98032 1.40408 0.691292 0.548082 0.852993
threshold=0.10123500000000001 0.13554000000000002 0.085075000000000026 -0.073614999999999986 -0.42075999999999997 -0.14259999999999998 -0.18713499999999997 0.10595000000000002 -0.090039999999999995 -0.061499999999999992 0.079110000000000014 0.091125000000000025 0.098500000000000018 -0.064959999999999976 -0.081079999999999985 0.076825000000000018 0.17553000000000005 0.10472500000000001 -0.0031199999999999995 0.094305000000000014 -0.087484999999999993 0.058975000000000007 0.087865000000000013 -0.26788499999999998 0.062230000000000008 0.096415000000000015 0.090375000000000025 0.036770000000000004 -0.0054649999999999985 -0.087984999999999994 0.023990000000000004 0.10356000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 -3 -1 -2 17 9 -7 11 12 18 -8 -15 -16 -6 -4 29 21 -20 26 -23 -21 -25 -26 27 -10 -28 -5 -14 -32
right_child=1 4 7 10 16 8 13 -9 19 -11 -12 -13 30 14 15 -17 -18 -19 20 23 -22 22 -24 24 25 -27 28 -29 -30 -31 31 -33
leaf_value=0.0036686495477303398 0.0021818874797707019 0.0014079046958281813 0.0030761187506046354 0.0029090079979875697 0.00075449786591541155 0.0028448787802728809 0.0018300467751864921 0.0019892532933652191 0.0029816832907291831 0.0017567358662517207 0.0018301915373337854 0.0019980413905544255 0.0026014955832843051 0.001718838338275323 0.00050440271877528098 0.0013704557845688047 -0.00018681776316710529 0.0022884356998453641 0.0027977551501410822 0.003097481844844238 0.0036094524454675751 0.0029208467358209293 0.0022105264760546861 0.0021628505573524216 0.0031480106952420732 0.002453444718102377 0.0034341965936117045 0.0024339213125866422 0.0028717409462887208 0.0025039497827171191 0.0020127635204378984 0.0024999236639230826
leaf_weight=66 61 52 93 55 64 76 65 76 886 55 53 74 58 61 90 65 53 54 52 52 57 65 53 73 54 69 102 54 52 83 54 58
leaf_count=66 61 52 93 55 64 76 65 76 886 55 53 74 58 61 90 65 53 54 52 52 57 65 53 73 54 69 102 54 52 83 54 58
internal_value=0 0.00158589 0.00186269 0.00279969 0.000660341 0.00289281 0.00143711 0.00251523 0.00286061 0.00238825 0.00251601 0.00258998 0.00269495 0.00127533 0.00110826 0.000867776 0.000327838 0.00278697 0.00291147 0.00290297 0.00322249 0.00295378 0.00260205 0.00265454 0.00253687 0.00275862 0.00299169 0.00295025 0.00324447 0.0026656 0.00238018 0.00226531
internal_weight=0 734 565 2201 169 1657 342 223 1591 131 544 491 417 281 216 155 117 147 247 1460 109 1212 118 248 196 123 1094 940 154 138 170 112
internal_count=2935 734 565 2201 169 1657 342 223 1591 131 544 491 417 281 216 155 117 147 247 1460 109 1212 118 248 196 123 1094 940 154 138 170 112
is_linear=0
shrinkage=0.00276112


Tree=1952
num_leaves=19
num_cat=0
split_feature=4 40 13 13 4 0 52 0 0 0 49 4 16 4 160 16 4 52
split_gain=78.0416 28.0763 21.7902 7.30832 6.54995 8.83786 8.85607 6.08513 5.75624 5.72387 5.20732 4.00719 3.72991 3.95814 2.95129 3.24189 1.22699 0.893073
threshold=0.31392000000000003 -0.034699999999999988 -0.16392499999999996 -0.13871999999999998 -0.074254999999999988 -0.13165999999999997 -0.065909999999999982 -0.046614999999999997 -0.094479999999999995 -0.105195 -0.0086549999999999978 0.008570000000000003 -0.074254999999999988 -0.40515499999999993 -0.075199999999999975 -0.4136149999999999 0.42642000000000008 0.089735000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 -4 8 6 -6 11 -5 16 -1 -7 17 -14 -11 -16 -2 -10
right_child=9 2 3 4 5 7 -8 -9 12 14 -12 -13 13 -15 15 -17 -18 -19
leaf_value=0.0012912809072666226 0.0015109502801805882 0.0015246163929297024 0.0038528798353251285 0.0037629120088513552 0.0012892121113180735 0.0029265789198023931 0.0026149200298273213 0.0018753225788362066 0.0031412570786266561 0.0015066357238701371 0.0021704711599192226 0.002565540542920863 0.0030808455491434686 0.0024941740998694782 0.0011483147865990054 0.0002993499927582515 0.0020629777873448604 0.002866281140559404
leaf_weight=98 70 95 52 67 61 800 94 52 417 58 100 316 139 217 75 59 52 113
leaf_count=98 70 95 52 67 61 800 94 52 417 58 100 316 139 217 75 59 52 113
internal_value=0 0.00271594 0.00279605 0.00284792 0.00282495 0.00270147 0.00209338 0.00278215 0.00299633 0.00128767 0.00173546 0.00282438 0.00293832 0.00272332 0.000995979 0.000774733 0.00174648 0.00308268
internal_weight=0 2621 2423 2328 2276 1323 155 1168 953 314 198 1116 886 356 192 134 122 530
internal_count=2935 2621 2423 2328 2276 1323 155 1168 953 314 198 1116 886 356 192 134 122 530
is_linear=0
shrinkage=0.00270699


Tree=1953
num_leaves=20
num_cat=0
split_feature=2 3 30 130 3 1 3 0 1 1209 11 4 0 1 0 48 4 13 2
split_gain=4.4176 2.54999 2.31411 2.15594 1.46104 1.2712 2.40579 2.033 3.21045 1.04463 1.46796 2.62077 1.88739 5.65625 1.80522 0.96467 0.799927 1.23038 0.980002
threshold=0.10384 -0.15755 0.086055000000000006 -1.0000000180025095e-35 -0.15500999999999998 0.084815000000000015 -0.014254999999999999 -0.10998999999999999 0.10818500000000002 -0.08459499999999999 0.07635500000000002 -0.39175499999999991 -0.066574999999999981 0.11230000000000001 -0.13165999999999997 0.088965000000000002 -0.00045499999999999995 -0.039559999999999991 0.11657500000000001
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 -2 -5 16 -7 8 -8 -3 11 -11 14 -14 -13 -10 17 -6 -18
right_child=3 2 -4 4 5 6 7 -9 15 10 -12 12 13 -15 -16 -17 18 -19 -20
leaf_value=0.0037997631400270441 -0.0014123850877496007 0.0032463755841728899 -0.00046904066164926662 0.0022097534230873213 0.00322827970137066 -0.0021677445735356891 -0.0010421965715879387 -0.00075389159577833381 0.0035810230914173542 0.0039560491825110095 -7.7798302728597645e-05 0.00052427082122650452 -0.0022199646979516323 0.0023831241319928818 0.0018546426810288933 0.0013753481075275869 -0.000383064563574259 0.00069368359515491369 0.0016000763390769624
leaf_weight=78 66 59 72 93 56 54 52 100 58 70 67 158 67 85 1554 54 67 52 73
leaf_count=78 66 59 72 93 56 54 52 100 58 70 67 158 67 85 1554 54 67 52 73
internal_value=0 0.00169452 0.00161744 0.00062843 0.000833013 0.000606576 0.000110294 0.000576736 0.00138887 0.00169043 0.00164449 0.00170422 0.00161958 0.000353299 0.00173194 0.0025187 0.00124243 0.00200909 0.000650098
internal_weight=0 2210 2132 725 659 566 318 264 164 2060 2001 1934 1864 152 1712 112 248 108 140
internal_count=2935 2210 2132 725 659 566 318 264 164 2060 2001 1934 1864 152 1712 112 248 108 140
is_linear=0
shrinkage=0.0118477


Tree=1954
num_leaves=33
num_cat=0
split_feature=1 52 52 47 4 1 1 48 43 0 43 43 0 13 4 0 43 15 1 1 133 0 1456 4 0 13 13 42 13 0 42 43
split_gain=99.6796 25.1159 11.0445 9.06111 7.87865 7.13015 5.35686 4.17591 3.91923 3.82464 6.07316 4.18659 4.71691 3.6528 3.4028 3.08067 5.19687 2.85628 4.05249 2.45696 2.03591 1.95926 1.73709 1.16912 1.13008 2.80574 1.51225 1.06247 1.44138 0.835372 1.01497 0.63521
threshold=0.10123500000000001 -0.41694999999999993 0.19121000000000002 0.098205000000000015 0.00059000000000000014 0.15028500000000003 0.083250000000000005 0.11280000000000003 -1.0000000180025095e-35 -0.066734999999999975 -0.048179999999999994 -0.0005399999999999999 -0.097224999999999992 -0.055229999999999994 -0.22295999999999996 -0.094139999999999988 -0.085504999999999984 0.084535000000000013 0.085345000000000018 0.11189500000000001 0.08517000000000001 -0.086354999999999987 -0.07730999999999999 0.058025000000000007 -0.081864999999999979 -0.072459999999999983 -0.065239999999999979 -0.066789999999999988 -0.086874999999999994 -0.07223499999999998 0.091555000000000011 -0.081314999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 9 8 21 -5 15 11 20 12 -1 -10 -12 -3 -17 18 -13 -15 -11 27 31 -23 25 -19 -26 -6 -29 30 -24 -14
right_child=1 2 -4 7 6 -7 -8 -9 13 10 14 17 22 19 -16 16 -18 24 -20 -21 -22 23 29 -25 26 -27 -28 28 -30 -31 -32 -33
leaf_value=0.0032916066756161697 0.002604915777964025 0.00024569295051267789 0.0020929981571514763 0.0021687928333403435 0.0020619040699398814 -5.9683239672188892e-05 0.0015448174116857944 0.0011386892882136416 0.00084340209280088702 0.0013200461862820229 0.002813049981901526 0.0024269836128444264 0.0020607190964775125 0.0011354939910893853 0.0020075893487113954 0.001566624820720642 0.00052618679024509472 0.0022739357469877841 0.0015063895994125666 0.0019223752528988633 0.0020505941327943781 0.0022053285034284989 0.0026103014299853258 0.0017257190530745089 0.0025606043048828995 0.0030688128558721997 0.0019869440977262685 0.0022286899110910523 0.0026876220295258329 0.0029154174256713181 0.0023447647695563787 0.0024568915192398669
leaf_weight=63 85 70 68 55 60 54 98 52 103 52 93 65 59 54 58 52 87 69 65 54 52 74 737 66 62 54 64 92 96 53 115 54
leaf_count=63 85 70 68 55 60 54 98 52 103 52 93 65 59 54 58 52 87 69 65 54 52 74 737 66 62 54 64 92 96 53 115 54
internal_value=0 0.00127476 0.0011005 0.000984296 0.00238208 0.000829799 0.00208928 0.00166844 0.000944227 0.00246504 0.00217024 0.00251651 0.00259919 0.00119455 0.00250385 0.000691372 0.000915615 0.0022806 0.0019669 0.00152919 0.00168559 0.00222672 0.00255631 0.00197943 0.00244427 0.00262313 0.00226944 0.00236621 0.00246319 0.00259449 0.00257449 0.00225029
internal_weight=0 734 649 581 2201 474 486 107 420 1715 255 1460 1081 211 151 209 139 379 130 108 104 388 1018 140 249 123 126 248 188 905 852 113
internal_count=2935 734 649 581 2201 474 486 107 420 1715 255 1460 1081 211 151 209 139 379 130 108 104 388 1018 140 249 123 126 248 188 905 852 113
is_linear=0
shrinkage=0.00260187


Tree=1955
num_leaves=18
num_cat=0
split_feature=1 12 3 484 475 156 51 48 1428 151 48 3 52 132 4 159 13
split_gain=4.3327 3.80035 2.87515 3.05343 2.02471 2.18137 1.86522 1.91277 1.47255 1.26356 2.1521 1.35863 5.31759 2.08791 1.87121 1.98601 1.35976
threshold=0.14860500000000001 -0.12305999999999999 -0.046079999999999989 -0.069939999999999988 -0.067819999999999978 0.083125000000000018 0.10532000000000001 0.10005500000000002 0.087375000000000022 -0.087049999999999988 0.082425000000000012 -0.13117499999999996 0.10611000000000001 0.049725000000000005 0.020110000000000006 0.085345000000000018 -0.089024999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 -5 6 7 -6 9 10 -3 12 13 -11 16 -16 -13
right_child=-2 2 3 4 5 -7 -8 -9 -10 11 -12 14 -14 -15 15 -17 -18
leaf_value=0.0040779686158740978 -0.0015135979262803296 0.0014069016074597551 -0.0018492023393850258 -0.00089313514085510729 0.00084675497293250986 0.0029947306659463902 0.0026887096834073876 -0.0014866662261412119 0.0032662974263776702 0.0038769699837243672 -0.0014260935744015173 0.00050345202470847717 -0.00094012283445853878 0.0012245655063388347 -7.1601336345311013e-05 0.0022117508514151742 0.0016676895296174809
leaf_weight=64 71 101 59 75 366 69 61 52 58 142 53 145 52 53 196 66 1292
leaf_count=64 71 101 59 75 366 69 61 52 58 142 53 145 52 53 196 66 1292
internal_value=0 0.0013329 0.001271 0.000626164 0.000860784 0.00110105 0.00082801 0.000556182 0.00147473 0.00142519 0.00043112 0.0015038 0.00229371 0.00315668 0.00138889 0.00050313 0.0015503
internal_weight=0 2904 2840 682 623 548 479 418 2158 2100 154 1946 247 195 1699 262 1437
internal_count=2975 2904 2840 682 623 548 479 418 2158 2100 154 1946 247 195 1699 262 1437
is_linear=0
shrinkage=0.0113877


Tree=1956
num_leaves=17
num_cat=0
split_feature=3 4 16 1455 106 11 43 48 4 3 11 16 4 4 4 16
split_gain=1.82859 3.24431 3.95616 1.97061 1.36606 1.26171 1.25296 3.75387 4.34688 2.46028 3.84846 1.38876 1.30585 1.13634 0.991211 0.708148
threshold=0.110335 -0.032169999999999997 -0.072034999999999988 0.10548500000000001 0.085275000000000004 0.088315000000000018 -0.09361499999999999 0.093225000000000016 -0.10701499999999999 -0.10859999999999999 1.0000000180025095e-35 -0.082039999999999988 0.50214500000000006 -0.086179999999999993 0.41377500000000006 -0.082119999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 14 4 5 6 7 8 -1 10 -8 -10 15 -7 -3 -11
right_child=1 2 -4 -5 -6 13 9 -9 11 12 -12 -13 -14 -15 -16 -17
leaf_value=0.0055182436466540323 0.0025718066558730011 0.0015066346757994424 -0.0036001161988798965 0.0035715451235969571 -0.00078915072257740521 0.0012752027014649727 -0.0026904901650509636 -0.0012537233742162702 0.00033787670837197146 0.0015720862094387117 0.0014391446768915533 0.0022433079471960984 -0.00065645800840409703 0.0038963222899333952 -0.00062368411743465879 0.0010623185020613151
leaf_weight=56 65 69 53 57 53 52 68 54 85 666 75 211 59 53 69 1230
leaf_count=56 65 69 53 57 53 52 68 54 85 666 75 211 59 53 69 1230
internal_value=0 0.00014512 -0.000680014 0.00125723 0.00120762 0.00124823 0.00119152 0.00183131 0.00230496 0.00106764 -0.000523659 0.00169659 0.00118411 0.00259952 0.000440503 0.00124145
internal_weight=0 256 191 2719 2662 2609 2504 406 352 2098 143 296 1955 105 138 1896
internal_count=2975 256 191 2719 2662 2609 2504 406 352 2098 143 296 1955 105 138 1896
is_linear=0
shrinkage=0.0125729


Tree=1957
num_leaves=14
num_cat=0
split_feature=1 12 9 3 2 3 2 48 4 41 4 158 4
split_gain=2.47708 2.86835 2.11281 1.71079 2.51242 2.17759 1.72266 3.09584 2.1169 1.39603 2.55019 1.15428 1.22146
threshold=0.14860500000000001 -0.12305999999999999 0.084755000000000011 -0.046079999999999989 0.079570000000000016 -0.017704999999999995 0.093470000000000011 0.083305000000000004 -0.0086549999999999978 0.081500000000000017 -0.50324499999999983 0.11186000000000001 0.022635000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -5 -6 7 -7 -8 10 -3 12 -12
right_child=-2 2 -4 4 5 6 8 -9 -10 -11 11 -13 -14
leaf_value=0.00331121413250904 -0.0012257172958080502 0.0035140270360712197 0.0025613570846296434 -0.0013387216006845236 -0.0013098045507298165 0.0037677336099349299 0.0017171715009707581 4.4142162174963378e-05 -0.00014274617156727587 -0.0006963794193920234 0.0010143449841240799 0.0022051671535273445 0.00018034010215544022
leaf_weight=64 71 52 93 102 67 64 120 53 234 63 1635 92 265
leaf_count=64 71 52 93 102 67 64 120 53 234 63 1635 92 265
internal_value=0 0.000926451 0.000872667 0.000815452 0.000299538 0.000610364 0.000883767 0.00208202 0.000487391 0.000972103 0.00102359 0.000958515 0.000898087
internal_weight=0 2904 2840 2747 640 538 471 117 354 2107 2044 1992 1900
internal_count=2975 2904 2840 2747 640 538 471 117 354 2107 2044 1992 1900
is_linear=0
shrinkage=0.0113877


Tree=1958
num_leaves=17
num_cat=0
split_feature=2 2 43 402 52 51 0 0 12 1447 43 15 0 52 0 15
split_gain=2.01243 1.81523 1.13569 1.5487 1.47684 2.13742 2.11434 1.26203 1.26113 1.33671 1.9258 1.13849 1.0905 0.953148 4.58049 1.19819
threshold=-0.15154999999999999 0.31260000000000004 -0.0035149999999999995 0.11367500000000001 -0.41694999999999993 -0.070054999999999992 -0.0088049999999999986 0.121355 0.11697000000000002 -0.085574999999999984 -0.50589999999999991 -0.24211499999999997 -0.099704999999999974 0.0049050000000000005 -0.10934999999999999 -0.085259999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 7 12 13 -4 9 -2 -11 -12 -6 15 -15 -7
right_child=1 -3 4 -5 5 6 -8 -9 -10 10 11 -13 -14 14 -16 -17
leaf_value=0.0027977672761424575 -0.00049602284570887255 -0.0015132335929499087 0.0027005579805465898 0.0025656003272405375 -0.0024813942579854733 0.00027048707133829543 -0.0016962266328828272 0.00024104230458738181 -0.00092486277662474155 0.003219068563397869 -0.00051457034157936939 0.0010123435403575545 -0.00025764871513860922 -0.0024641863761157043 0.00096440822039093406 0.0015760750186429786
leaf_weight=70 90 52 74 83 52 168 58 52 55 56 75 1409 85 73 258 265
leaf_count=70 90 52 74 83 52 168 58 52 55 56 75 1409 85 73 258 265
internal_value=0 0.000723504 0.000764317 0.000953266 0.000456309 0.000294538 0.000527558 0.00168654 0.000873768 0.000934537 0.00101823 0.000935088 -0.00110264 0.000696548 0.000207863 0.00106982
internal_weight=0 2905 2853 1768 1085 959 822 126 1685 1630 1540 1484 137 764 331 433
internal_count=2975 2905 2853 1768 1085 959 822 126 1685 1630 1540 1484 137 764 331 433
is_linear=0
shrinkage=0.0120847


Tree=1959
num_leaves=18
num_cat=0
split_feature=4 3 40 457 48 43 3 4 11 3 3 12 4 51 457 15 43
split_gain=70.4824 25.4389 16.8835 7.68165 6.25863 3.89087 5.04415 6.88569 3.7445 3.70072 3.48171 3.1998 2.66479 2.60343 2.35963 2.03752 1.9534
threshold=0.31392000000000003 0.28833000000000003 -0.034699999999999988 0.11129500000000002 0.094910000000000008 -0.051239999999999987 0.13772500000000001 0.48395000000000005 1.0000000180025095e-35 -0.115685 -0.080349999999999991 0.085425000000000015 -0.37626499999999991 -1.0000000180025095e-35 0.064110000000000014 -0.45775499999999997 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 16 15 7 -7 9 -4 14 -10 -12 -13 -11 -2 -1
right_child=5 -3 3 -5 -6 6 -8 -9 11 10 12 13 -14 -15 -16 -17 -18
leaf_value=0.0025416959629032945 0.0011433872604571288 0.00081342625320830742 0.002109545162567113 0.0016620873846914354 0.0010517918535158999 0.0024239332905286125 0.00082517405005404036 0.0011404526487721967 0.003649909032149489 0.0028312229186160027 0.0030486539667001966 0.003227286288317813 0.0025286288983154262 0.0024124859023039323 0.002252148155953679 0.00040997837648654189 0.0018980088711868382
leaf_weight=59 60 61 85 55 54 61 69 67 55 1079 83 64 859 57 57 56 94
leaf_count=59 60 61 85 55 54 61 69 67 55 1079 83 64 859 57 57 56 94
internal_value=0 0.00257666 0.002618 0.00268344 0.00186101 0.00119133 0.00142775 0.00175234 0.00270744 0.00267583 0.00269898 0.00309581 0.00257448 0.0028437 0.00280219 0.000789582 0.00214642
internal_weight=0 2662 2601 2394 207 313 197 128 2339 2163 2078 176 942 121 1136 116 153
internal_count=2975 2662 2601 2394 207 313 197 128 2339 2163 2078 176 942 121 1136 116 153
is_linear=0
shrinkage=0.00276112


Tree=1960
num_leaves=24
num_cat=0
split_feature=1 52 1 123 12 14 2 0 12 10 12 3 12 1 15 52 52 52 40 12 43 3 3
split_gain=271.634 48.8931 31.7788 22.7363 19.4873 14.9855 9.61521 8.25333 7.67921 5.42703 5.84123 5.00473 4.80374 4.67135 4.1465 3.09916 1.74908 2.17343 1.62371 1.48859 1.42403 1.28561 1.04351
threshold=0.10378000000000001 -0.40011499999999994 0.12448500000000001 1.0000000180025095e-35 0.088325000000000015 0.073890000000000011 0.12860500000000002 -0.13619499999999998 0.093910000000000007 -0.020369999999999996 -0.042789999999999988 0.0025650000000000004 0.098785000000000012 0.090650000000000022 -0.10566999999999999 0.41152500000000009 0.06136500000000001 -0.081429999999999989 -0.048109999999999993 0.088965000000000002 -0.08237499999999999 0.12168500000000002 -0.075154999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 11 6 7 14 13 -4 18 20 -6 15 -1 -9 17 -10 -11 -15 -3 -13 -18
right_child=1 2 9 -5 12 -7 -8 8 16 10 -12 21 -14 19 -16 -17 22 -19 -20 -21 -22 -23 -24
leaf_value=0.0036059704328363184 0.0038172294379239936 0.0014992977907904834 9.0211942399653141e-05 0.0023280913134258673 0.0035125171271740739 0.0048112724852951566 0.0025172277994512616 0.0039146157529064193 0.0036089107305552694 0.00090769134140494681 0.0014629481243400788 0.0022681332199199818 0.0024096080104659291 0.0031009849554210745 0.0026084099948576246 0.0032426462596653405 0.0038137250722355366 0.0031113184958320847 0.00025132710043332754 0.0036347059275164072 0.00090841135262082417 0.0016871496532930045 0.0034390439903948873
leaf_weight=52 73 56 63 92 54 86 53 1219 104 53 102 56 63 72 75 53 109 174 58 85 65 57 115
leaf_count=52 73 56 63 92 54 86 53 1219 104 53 102 56 63 72 75 53 109 174 58 85 65 57 115
internal_value=0 0.0017203 0.00147611 0.00364733 0.00201657 0.00370256 0.00365738 0.00368673 0.00373075 0.000788679 0.000995132 0.00156529 0.00291889 0.00383211 0.00301709 0.00388664 0.00344217 0.00329757 0.000564987 0.00339013 0.00118212 0.00197533 0.0036215
internal_weight=0 700 627 2289 351 2197 2111 2058 1931 276 213 234 117 1429 127 1272 502 278 111 157 121 113 224
internal_count=2989 700 627 2289 351 2197 2111 2058 1931 276 213 234 117 1429 127 1272 502 278 111 157 121 113 224
is_linear=0
shrinkage=0.00270699


Tree=1961
num_leaves=27
num_cat=0
split_feature=1 1 12 11 2 150 15 3 2 12 1 43 3 12 15 3 3 1 0 3 47 1 43 43 40 15
split_gain=85.8532 13.052 12.1041 9.85303 8.37673 7.4333 6.10056 4.48041 2.90766 4.6103 2.75343 3.34968 2.84058 2.72519 2.54937 2.51223 1.92172 1.7681 1.63827 2.10908 1.59137 1.36564 0.605904 1.53762 0.538742 0.476329
threshold=0.10075500000000003 0.12122500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.11366500000000002 0.083205000000000015 0.025430000000000005 0.28833000000000003 0.11487000000000001 0.093815000000000023 0.092395000000000019 -0.077224999999999988 0.093925000000000022 0.093985000000000013 -0.032144999999999993 0.040040000000000006 -0.073984999999999981 0.13130500000000003 -0.13955999999999996 -0.054399999999999997 0.094425000000000009 0.10877000000000002 -0.073819999999999983 -0.040494999999999996 -0.073884999999999992 0.087010000000000018
decision_type=2 2 2 2 2 2 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 10 8 -5 15 9 -4 12 -12 13 18 -6 17 -13 -3 -1 -20 -11 -2 25 -24 -19 -15
right_child=1 7 5 6 14 -7 -8 -9 -10 20 11 16 -14 22 -16 -17 -18 24 19 -21 -22 -23 23 -25 -26 -27
leaf_value=0.0022220568865824013 0.00070358363193367718 0.0014732510649981465 0.0029483553835054511 0.0026484991530477567 0.0021712325252233825 0.0013441585524540155 0.0038670921831879101 0.00055334407973777985 0.0017399932010684863 0.0023758364836955529 0.0016449534755910266 0.0020829600343343466 0.0020077208888805904 0.0026555841043470535 0.001467098245065049 0.0017723718872644997 0.0027246368905273857 0.00070625418478719945 0.0026266141657860856 0.0030674649881677449 0.0017350028652410555 0.0012919614426428708 0.0018706098527384381 0.0024124348442373985 0.0010799521059613141 0.0023062353873186691
leaf_weight=68 54 62 76 59 89 86 62 92 59 64 54 62 66 68 66 54 78 54 1214 86 52 63 55 132 61 53
leaf_count=68 54 62 76 59 89 86 62 92 59 64 54 62 66 68 66 54 78 54 1214 86 52 63 55 132 61 53
internal_value=0 0.00147527 0.00177129 0.00252136 0.00247784 0.00203181 0.00327314 0.0010591 0.00226731 0.0024292 0.00252636 0.00221933 0.00256054 0.00258229 0.00187159 0.00126039 0.00244067 0.00110403 0.00263426 0.0026558 0.00208882 0.00102065 0.00235137 0.00225323 0.000904728 0.0025028
internal_weight=0 777 454 2212 2091 337 121 323 251 192 1936 194 1742 1676 155 231 140 177 1368 1300 116 117 308 187 115 121
internal_count=2989 777 454 2212 2091 337 121 323 251 192 1936 194 1742 1676 155 231 140 177 1368 1300 116 117 308 187 115 121
is_linear=0
shrinkage=0.00270699


Tree=1962
num_leaves=27
num_cat=0
split_feature=1 1 1 2 16 2 15 2 2 2 47 47 52 16 51 2 1429 15 484 1 50 1 16 15 15 16
split_gain=133.433 18.5823 15.1464 12.3789 10.496 9.24205 7.70853 6.96985 4.80832 4.33874 4.14548 5.5512 3.60098 7.10635 3.06853 2.62632 2.69805 2.52915 1.97342 1.93319 1.71641 1.68855 1.18104 1.115 0.762536 0.13881
threshold=0.10921500000000002 0.093170000000000017 0.13074500000000003 -0.0050599999999999994 0.12992000000000004 0.13018000000000005 -0.013439999999999999 0.094985000000000014 0.11067500000000001 0.10669500000000001 0.077065000000000008 0.092255000000000018 -0.065394999999999995 -0.38959499999999997 0.12162000000000002 0.08895500000000002 0.084710000000000021 -0.09547499999999999 0.079595000000000013 0.079440000000000024 0.088385000000000005 0.085490000000000024 -0.47730499999999992 0.025430000000000005 -0.14051999999999998 -0.20132999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -3 8 10 7 -5 -2 -9 14 -12 -4 22 15 16 21 25 19 -17 23 -1 -14 -8 -13 -10
right_child=2 3 12 6 -6 -7 20 9 17 -11 11 24 13 -15 -16 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0029072430007797759 0.0019538903091759667 0.0011013065306920969 0.0004017462881939981 0.0025815737972692304 0.0025634826481825738 0.0017641253045807817 0.0025927556647831248 0.001104660542240139 0.0014007544610449404 0.0020689295472836058 0.0036555703643857346 0.002976035345001148 0.00095055774608455697 0.0016745758967274516 0.0021699148722051347 0.0026288479444463407 0.0023033076290126871 0.00090930071519161636 0.0030027262337297368 0.0021531934623301077 0.0023026102220682801 0.0026764538837834779 0.00046525281404522368 0.0030247637232088814 0.0025716267059564652 0.0015794161332388179
leaf_weight=692 82 52 59 63 62 54 71 52 53 52 64 54 56 68 55 629 54 69 73 52 55 241 56 65 53 53
leaf_count=692 82 52 59 63 62 54 71 52 53 52 64 54 56 68 55 629 54 69 73 52 55 241 56 65 53 53
internal_value=0 0.00263439 0.00135646 0.00217664 0.00169262 0.00272724 0.00233277 0.00196237 0.00148243 0.00158704 0.00275366 0.00310532 0.000907678 0.00107337 0.00272017 0.00273754 0.0028179 0.00126138 0.00263231 0.00259256 0.00265649 0.00284766 0.00070813 0.00279942 0.00277596 0.00149032
internal_weight=0 2431 558 410 319 2021 358 167 257 104 1967 171 239 180 1796 1741 987 175 754 681 191 933 112 136 107 106
internal_count=2989 2431 558 410 319 2021 358 167 257 104 1967 171 239 180 1796 1741 987 175 754 681 191 933 112 136 107 106
is_linear=0
shrinkage=0.00235659


Tree=1963
num_leaves=29
num_cat=0
split_feature=4 12 13 12 133 12 4 0 0 0 4 13 0 15 4 1446 0 4 4 160 12 4 42 15 42 42 13 15
split_gain=131.664 47.5416 28.0413 20.5717 12.9516 11.4891 8.62322 14.5529 9.56846 9.20774 6.8838 5.62082 10.8979 4.42625 5.00858 2.50611 2.44797 3.10272 2.01636 1.61928 2.43892 1.44827 1.18432 2.08471 1.11279 1.02366 0.868265 0.783087
threshold=0.31392000000000003 0.056995000000000011 -0.27740999999999993 0.093910000000000007 0.086975000000000011 0.14472000000000004 -0.17568999999999999 -0.071879999999999986 -0.10594499999999998 -0.14920999999999998 -0.081334999999999977 -0.36115499999999995 -0.105195 -0.41956999999999994 0.51395000000000002 0.095900000000000013 -0.14164999999999997 0.052250000000000012 0.020110000000000006 -0.095804999999999987 0.084065000000000015 -0.27577999999999997 -0.069929999999999978 0.092125000000000012 0.096275000000000013 0.088760000000000019 -0.021089999999999994 -0.084904999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 15 6 10 -4 8 9 -8 21 -2 -13 14 -14 16 -3 19 22 25 -21 -5 -12 -24 26 -18 -20 -19
right_child=11 3 4 5 -6 -7 7 -9 -10 -11 18 12 13 -15 -16 -17 17 27 24 20 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=0.00093643792837764769 0.00062643592252761132 0.003799545676130531 0.0033927537875799735 0.0031309715711037834 0.0015976814088264127 0.0016947014413659172 0.0029180073629076157 0.0014687412126652304 0.0036071959979237542 0.0017992869353490278 0.0031161919553742722 0.0021268576703109172 0.001854604119737044 0.00055337877446753675 0.00086675068480974364 0.0038412536430224593 0.0032253449649429513 0.0030792105602463725 0.0028953325743904502 0.0036772455595016303 0.0033056326959170338 0.0036718705005270385 0.0025369294250882292 0.0029750641929921504 0.0022435527159920293 0.0027976435839342246 0.0024513617249538587 0.0026615896628840053
leaf_weight=74 54 57 91 57 72 52 124 62 65 69 92 103 65 56 59 54 99 60 57 122 900 65 114 157 52 53 52 52
leaf_count=74 54 57 91 57 72 52 124 62 65 69 92 103 65 56 59 54 99 60 57 122 900 65 114 157 52 53 52 52
internal_value=0 0.00297927 0.00234244 0.00314858 0.0025578 0.00280462 0.00272593 0.00253622 0.00279265 0.00251819 0.00289392 0.00135215 0.00149054 0.00112627 0.00138479 0.00332041 0.00329945 0.00327727 0.00277154 0.00331461 0.00335002 0.00341937 0.00287338 0.00279085 0.00254175 0.00307638 0.00268377 0.00288555
internal_weight=0 2652 557 2095 483 698 411 320 258 193 646 337 283 180 124 1397 1343 1286 524 1174 1022 122 363 271 161 152 109 112
internal_count=2989 2652 557 2095 483 698 411 320 258 193 646 337 283 180 124 1397 1343 1286 524 1174 1022 122 363 271 161 152 109 112
is_linear=0
shrinkage=0.0024518


Tree=1964
num_leaves=18
num_cat=0
split_feature=9 4 0 10 1 4 4 0 447 4 43 1455 13 0 151 43 12
split_gain=4.27041 2.93236 2.13191 4.91609 3.23907 1.53982 3.95495 1.72847 1.52281 1.48776 1.62037 1.18876 1.24633 0.989608 1.18825 0.727713 0.664103
threshold=0.094575000000000006 -0.51843499999999987 -0.077104999999999993 -0.07371999999999998 0.10921500000000002 -0.17568999999999999 -0.083274999999999988 0.056895000000000008 0.085990000000000011 0.057200000000000008 -0.049364999999999992 0.095600000000000004 -0.11279499999999999 0.0088250000000000012 -0.078754999999999978 -0.0025899999999999994 0.095565000000000011
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 7 -7 -4 11 -6 -11 12 -5 14 -8 -16 -9
right_child=-2 2 5 4 9 6 13 16 -10 10 -12 -13 -14 -15 15 -17 -18
leaf_value=0.0049863699997367075 -0.0019405778372941474 0.006083042824676625 0.0039995124631996004 0.0036945199528133532 -0.001433788315211227 -0.0025649221247790593 0.0033408008253560679 0.0023813790302230245 0.004302769692916231 -0.00079189965014200869 0.0020850121009948243 0.00013004889052673952 0.0020227050871160996 -0.00041194119695274391 0.0015804314865491972 0.00057521307995337333 0.00027497722740138118
leaf_weight=52 54 52 70 84 59 52 52 52 55 54 98 56 1519 58 370 197 55
leaf_count=52 54 52 70 84 59 52 52 52 55 54 98 56 1519 58 370 197 55
internal_value=0 0.00184461 0.0017879 0.00203363 0.00192417 0.00125152 0.000980151 0.0023684 0.00211621 0.000363461 0.00106201 0.00204364 0.0021104 0.00125266 0.00140886 0.00123143 0.00129998
internal_weight=0 2935 2883 1977 1925 906 729 177 1714 211 152 1659 1603 677 619 567 107
internal_count=2989 2935 2883 1977 1925 906 729 177 1714 211 152 1659 1603 677 619 567 107
is_linear=0
shrinkage=0.0133425


Tree=1965
num_leaves=13
num_cat=0
split_feature=447 48 1447 133 456 50 160 48 39 10 456 39
split_gain=3.31218 2.93095 2.28488 2.12923 1.83163 1.44876 2.35362 1.90326 1.50486 1.64226 1.44706 0.851063
threshold=0.088810000000000014 0.14093000000000003 -0.08397499999999998 0.041800000000000011 0.084955000000000017 0.12170000000000002 -0.062634999999999982 0.11521500000000003 0.089030000000000012 -0.013164999999999998 0.089155000000000012 0.10519000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 8 9 -4 -6 -10
right_child=-2 -3 4 -5 10 6 -8 -9 11 -11 -12 -13
leaf_value=0.0049797668335811668 -0.0012470519199079104 -0.0016636916230890332 -0.00071720789836451709 0.0016124340427888955 0.004636849300394783 0.0018745380563580344 -0.0023268228861054556 0.0041218809851223549 -0.0008907903102448755 0.001619014844402338 0.001896674548871315 0.0011811525992675917
leaf_weight=77 86 55 62 74 65 55 52 55 81 2119 96 78
leaf_count=77 86 55 62 74 65 55 52 55 81 2119 96 78
internal_value=0 0.00157205 0.00163534 0.00333055 0.00153916 0.00144485 -0.000165832 0.00151687 0.00145558 0.00155253 0.0030039 0.000124684
internal_weight=0 2869 2814 151 2663 2502 107 2395 2340 2181 161 159
internal_count=2955 2869 2814 151 2663 2502 107 2395 2340 2181 161 159
is_linear=0
shrinkage=0.0141591


Tree=1966
num_leaves=17
num_cat=0
split_feature=39 147 0 106 12 41 13 41 0 52 42 43 1453 13 133 43
split_gain=2.50423 2.14968 2.44449 2.06564 1.95386 3.91946 2.21985 1.90744 1.35742 2.68673 2.1131 1.74556 1.50669 0.867645 0.96099 0.602411
threshold=0.12669500000000003 0.089245000000000005 -0.098064999999999986 0.085650000000000018 0.10331000000000001 1.0000000180025095e-35 -0.063549999999999982 0.083565000000000014 -0.061674999999999994 -0.55511499999999991 0.086855000000000016 -0.24698999999999996 -0.077554999999999985 0.032645000000000007 0.11667000000000001 -0.10254999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 8 -6 -7 11 -10 -11 -1 -13 14 -8 -15
right_child=-2 2 -4 -5 6 7 13 -9 9 10 -12 12 -14 15 -16 -17
leaf_value=0.0029752647216462905 -0.0013022446058873797 -0.0020208531379844164 0.0010601373080279016 -0.0010351001012839549 -0.0016010618623970129 0.0044574070847243925 0.0021988405441555428 0.0019327544594158015 0.002547840164167166 -0.00061614554566572443 0.0013976132989858689 0.0025287629228870783 0.001043504208740393 0.00081816645334887314 0.00028378597811432759 -0.00058712791066953328
leaf_weight=57 55 56 58 53 57 52 66 92 55 189 83 79 1816 68 52 67
leaf_count=57 55 56 58 53 57 52 66 92 55 189 83 79 1816 68 52 67
internal_value=0 0.00096296 -0.000452347 0.00102091 0.00106083 0.00116146 0.000273928 0.00284521 0.00105502 0.000427161 -1.24003e-06 0.00116014 0.00110548 0.0006968 0.00135587 0.000119892
internal_weight=0 2900 114 2786 2733 2423 310 144 2279 327 272 1952 1895 253 118 135
internal_count=2955 2900 114 2786 2733 2423 310 144 2279 327 272 1952 1895 253 118 135
is_linear=0
shrinkage=0.0105204


Tree=1967
num_leaves=16
num_cat=0
split_feature=39 10 11 3 3 0 11 133 0 49 9 0 1210 159 13
split_gain=1.79384 1.61661 2.23617 2.43752 1.9798 2.04449 1.93952 1.92975 2.20729 2.77334 1.8481 1.01796 0.941938 0.970222 0.876979
threshold=0.10050500000000002 -0.11133 1.0000000180025095e-35 -0.15288999999999997 -0.14719499999999996 -0.10147999999999999 0.085630000000000026 0.087015000000000023 -0.23803499999999997 -0.053544999999999988 -1.0000000180025095e-35 -0.063819999999999988 -0.080804999999999974 0.11544000000000001 -0.035924999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 -3 7 -4 8 -6 -10 -7 -2 14 -14 -12
right_child=11 2 3 -5 5 10 -8 -9 9 -11 12 -13 13 -15 -16
leaf_value=-0.00094814576044238361 0.00040631617336639469 -0.0012054249226933246 0.0027610085000692982 0.0039333636541483046 0.0017131532818377671 -0.00098931293127712985 0.00030743491659253851 0.0020031461755791627 0.0011068849603931945 -0.0012159936245744751 0.00090068065326567815 -0.0014487248840990064 0.0011338214103736447 2.0233884933496569e-05 -0.00095035459171055028
leaf_weight=57 77 56 61 53 60 54 95 55 83 206 68 61 1822 95 52
leaf_count=57 77 56 61 53 60 54 95 55 83 206 68 61 1822 95 52
internal_value=0 0.000839681 0.000876645 0.00194414 0.000789141 0.000833955 0.00126758 0.000134786 -0.000159326 -0.000548473 0.000968986 -0.000412836 0.00102096 0.0010787 9.76107e-05
internal_weight=0 2817 2760 209 2551 2495 156 404 349 289 2091 138 2037 1917 120
internal_count=2955 2817 2760 209 2551 2495 156 404 349 289 2091 138 2037 1917 120
is_linear=0
shrinkage=0.0107308


Tree=1968
num_leaves=13
num_cat=0
split_feature=148 40 43 133 43 14 1447 3 3 1 9 52
split_gain=1.6542 1.60197 1.68432 2.4561 2.41798 2.43878 1.99715 1.74761 1.57285 3.56344 1.33708 0.755321
threshold=-0.087904999999999983 0.0052450000000000005 -0.23933499999999996 0.041800000000000011 -0.15961499999999998 -0.23083499999999998 -0.064864999999999992 -0.086064999999999989 0.086845000000000019 0.10423500000000001 0.085785000000000014 -0.0052199999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 7 -7 10 -10 -8 -9
right_child=1 -3 4 -5 5 6 8 11 9 -11 -12 -13
leaf_value=-0.0013631520202466317 0.0038320860645472904 -0.00097168354820104878 -0.0017364252096136261 0.00069290552983468552 0.002661735148621652 0.0037479026013244672 0.00068490978229237924 9.5180541064626337e-05 -0.0019286853860099222 0.00091898520417836506 0.0025630704297765526 0.0018255686573007187
leaf_weight=54 65 75 56 83 99 53 1986 57 109 156 57 105
leaf_count=54 65 75 56 83 99 53 1986 57 109 156 57 105
internal_value=0 0.000770716 0.000817004 0.00207247 0.000747572 0.000800674 0.000727596 0.00184189 0.000623739 -0.000251834 0.000737374 0.00121752
internal_weight=0 2901 2826 148 2678 2622 2523 215 2308 265 2043 162
internal_count=2955 2901 2826 148 2678 2622 2523 215 2308 265 2043 162
is_linear=0
shrinkage=0.0120847


Tree=1969
num_leaves=11
num_cat=0
split_feature=475 157 475 11 12 4 4 10 12 16
split_gain=1.5418 1.70885 1.29657 2.26734 2.20326 2.141 1.82352 1.25872 3.2583 0.967759
threshold=0.063540000000000013 -0.097234999999999974 -0.085684999999999997 0.094115000000000018 0.086965000000000015 -0.42305999999999994 -0.14345499999999997 0.057650000000000007 -0.14392999999999997 -0.034004999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 9 8 -8 -7
right_child=-2 2 3 -5 -6 6 7 -9 -10 -11
leaf_value=-0.0010419068069060791 0.0023976715234272192 0.0026231452547176323 0.0022835985903552135 -0.0017494356891205873 -2.4905366611456192e-05 0.0002483396944535572 0.003223925779053137 -0.0010400102125718439 0.00054373778393139341 -0.001745431870288414
leaf_weight=84 56 96 87 54 66 56 58 59 2273 66
leaf_count=84 56 96 87 54 66 56 58 59 2273 66
internal_value=0 0.000526731 0.000573582 0.000514307 0.00154357 0.000561387 0.000501693 0.000569683 0.000610477 -0.000829281
internal_weight=0 2899 2815 2653 162 2599 2512 2390 2331 122
internal_count=2955 2899 2815 2653 162 2599 2512 2390 2331 122
is_linear=0
shrinkage=0.0111644


Tree=1970
num_leaves=28
num_cat=0
split_feature=1 3 4 4 1 3 3 3 14 51 1 4 51 1 4 156 4 3 43 11 43 158 3 48 43 43 4
split_gain=148.356 41.9742 13.109 8.91673 8.90119 7.00559 6.94898 4.99875 3.65744 3.89816 5.23145 4.04067 3.44508 2.93296 2.58691 2.62095 2.38708 1.71861 1.70603 5.33072 1.50243 1.46585 1.45682 1.28256 0.61929 0.617903 0.081867
threshold=0.095435000000000006 -0.049204999999999992 -0.16236499999999995 0.40052000000000004 0.13654500000000003 0.083395000000000011 0.095880000000000007 0.13772500000000001 0.064610000000000015 1.0000000180025095e-35 0.077375000000000013 0.032770000000000001 -0.036744999999999993 0.117245 -0.0046399999999999992 0.088735000000000022 0.028075000000000006 -0.076004999999999975 -0.06512999999999998 1.0000000180025095e-35 0.053305000000000012 0.078875000000000015 0.30863500000000005 0.087035000000000015 -0.00098499999999999976 -1.0000000180025095e-35 -0.010264999999999998
decision_type=2 2 2 2 2 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 13 5 16 8 -7 9 11 17 14 -13 18 15 20 -4 26 -2 -20 -1 24 -6 25 -14 -16 -11
right_child=1 2 4 -5 22 7 -8 -9 -10 10 -12 12 21 -15 23 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0026462466643037263 0.002538345064181235 0.0018453547174389811 0.00017809726064354749 0.0011668223239137145 0.00033303247035380379 0.0016954290504347677 0.001706684583467328 0.0007267560050425682 0.0030825178484455607 0.0025480703382969481 0.0015771498370174748 0.0018343481081259556 0.0021247861230648279 0.001671174825438256 0.0032321442211078006 0.0021818741150001824 0.00079431137495877488 0.0020819984821462143 0.0015299864732407431 0.002590047648460408 0.0023721293877706031 0.0027701993340680901 -0.00021372174039828397 0.002624484261115848 0.0025020209481579968 0.0028514195354326297 0.0026989514938582193
leaf_weight=1003 92 65 80 81 61 79 67 62 79 69 62 81 65 70 65 102 84 60 60 64 152 67 66 71 53 52 52
leaf_count=1003 92 65 80 81 61 79 67 62 79 69 62 81 65 70 65 102 84 60 60 64 152 67 66 71 53 52 52
internal_value=0 0.00126036 0.000777131 0.0019147 0.00061634 0.000852621 0.00251621 0.00126968 0.00254288 0.00252105 0.00221789 0.00256409 0.00227438 0.00212641 0.0026174 0.00257546 0.000493885 0.00243722 0.00227382 0.00207733 0.0026102 0.0024669 4.86781e-05 0.00289764 0.00229445 0.00306317 0.00261314
internal_weight=0 864 497 367 432 305 2100 141 2033 1954 243 1711 266 286 1445 1257 164 181 216 124 1155 185 127 188 118 117 121
internal_count=2964 864 497 367 432 305 2100 141 2033 1954 243 1711 266 286 1445 1257 164 181 216 124 1155 185 127 188 118 117 121
is_linear=0
shrinkage=0.00255085


Tree=1971
num_leaves=20
num_cat=0
split_feature=0 12 43 15 0 0 12 15 47 47 0 0 3 0 1 1 47 151 15
split_gain=1.96264 1.63344 2.81141 1.70124 2.37452 4.84001 3.15491 2.28449 1.54692 1.67357 1.41306 1.21376 1.72451 0.960612 0.999703 0.80401 0.682171 0.485759 0.826629
threshold=-0.23395499999999997 -0.086254999999999984 -0.073404999999999984 -0.10763999999999999 -0.10071499999999999 -0.14259999999999998 0.086885000000000004 0.0047550000000000005 0.094695000000000015 0.081320000000000017 -0.088659999999999989 0.12469500000000001 -0.11017499999999998 -0.061674999999999994 0.11189500000000001 0.12646500000000002 0.12132000000000003 -0.013009999999999999 -0.15300999999999995
decision_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 13 5 7 -7 -5 9 11 -2 12 -6 14 17 -4 -10 -3 -19
right_child=1 3 15 4 8 6 -8 -9 16 -11 -12 -13 -14 -15 -16 -17 -18 18 -20
leaf_value=0.0021859555369291767 -0.00032424800518702791 0.00028782568548548187 0.0016798843314805383 -0.00026930386428946132 -0.00044781741353733912 -0.0031652824451637415 -0.00025970590829054824 0.0020014171514958455 -0.00096290310706449625 0.0022602006387879409 -0.0022766009011131257 0.0017666314829646555 0.0006268158050814148 0.00024376263233184971 0.0023715471510293239 4.8636664279208741e-05 0.0004154130101279208 0.00052374964360332949 0.0020458893717184958
leaf_weight=62 77 52 55 88 148 66 70 74 82 56 60 76 1603 78 76 55 54 58 74
leaf_count=62 77 52 55 88 148 66 70 74 82 56 60 76 1603 78 76 55 54 58 74
internal_value=0 0.000472102 -0.000268797 0.000541068 0.000448871 -0.000344912 -0.00167051 0.000767311 0.000566082 0.000636987 -0.00118004 0.000587177 0.000535926 0.00117278 0.00145109 0.000865185 -0.000414883 0.00107035 0.00137784
internal_weight=0 2902 247 2655 2317 298 136 162 2019 1883 137 1827 1751 338 260 110 136 184 132
internal_count=2964 2902 247 2655 2317 298 136 162 2019 1883 137 1827 1751 338 260 110 136 184 132
is_linear=0
shrinkage=0.00952868


Tree=1972
num_leaves=25
num_cat=0
split_feature=1 3 4 4 3 1 14 123 4 12 3 12 3 4 1 42 3 4 49 3 12 47 3 42
split_gain=184.709 31.1237 15.067 14.5194 11.5821 10.0664 8.25487 9.42026 5.83736 4.91303 3.87949 3.93394 3.83335 3.43381 2.89979 2.44223 3.06916 2.39583 1.9317 1.80122 1.73938 1.28919 1.25075 1.13474
threshold=0.10123500000000001 -0.057749999999999989 -0.16236499999999995 0.31392000000000003 0.10402500000000002 0.12700000000000003 0.064610000000000015 0.080635000000000012 0.0060300000000000015 -1.0000000180025095e-35 -0.12711499999999995 0.093910000000000007 -0.087864999999999985 0.046185000000000004 0.083670000000000008 0.09364500000000002 0.30863500000000005 -0.085594999999999991 0.091160000000000005 0.11995000000000001 0.088055000000000008 0.09772500000000002 -0.072649999999999978 0.10019500000000002
decision_type=2 2 2 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 12 6 9 7 8 10 13 -1 17 -2 -4 18 16 -7 -12 20 -11 -10 -14 -20 -13
right_child=1 2 5 -5 -6 15 -8 -9 14 19 11 23 21 -15 -16 -17 -18 -19 22 -21 -22 -23 -24 -25
leaf_value=0.0024720682683582683 0.0020925995784636785 0.0023277467880849596 0.00055355568860962164 0.001237456565954228 0.0017582245847453945 0.0010985622861722402 0.003665089825322401 0.0019044422248766309 0.0032825891868365703 0.0019801011057320838 0.0033130567318001344 0.0028694861354365627 0.0030388536498337829 0.0013998457542941439 0.0021035754432709008 6.3604848326059949e-05 0.00034354087288183103 0.0030199093076469651 0.0027444699579773483 0.0013383290317803484 0.0026979243841842907 0.0025049047397908693 0.0022977266079317882 0.0025685584958927482
leaf_weight=88 86 52 65 79 53 59 86 57 54 53 202 241 58 52 55 54 72 1052 82 53 73 53 72 113
leaf_count=88 86 52 65 79 53 59 86 57 54 53 202 241 58 52 55 54 72 1052 82 53 73 53 72 113
internal_value=0 0.00147514 0.00108448 0.00212614 0.0028919 0.00092596 0.00291951 0.00288881 0.00291641 0.00127681 0.00297501 0.00300252 0.00248238 0.000929908 0.00262051 0.000502903 0.000683789 0.00306715 0.0027216 0.00165946 0.00294673 0.00278414 0.00253577 0.0027735
internal_weight=0 736 460 276 2228 408 2175 2089 2032 223 1696 1608 197 117 336 185 131 1254 281 106 127 111 154 354
internal_count=2964 736 460 276 2228 408 2175 2089 2032 223 1696 1608 197 117 336 185 131 1254 281 106 127 111 154 354
is_linear=0
shrinkage=0.0024518


Tree=1973
num_leaves=31
num_cat=0
split_feature=1 3 4 4 2 43 3 2 124 1 11 43 15 1 150 4 4 474 2 3 2 2 13 50 160 160 4 1 4 3
split_gain=68.0715 18.2313 12.0304 8.42789 7.79001 5.62324 4.48406 4.06239 3.87388 3.20376 2.45229 4.62531 2.29571 3.0646 3.63574 2.33646 2.37622 2.16773 4.50807 1.53777 1.53256 2.93996 1.37714 1.93344 1.29388 0.965576 1.04488 0.837928 0.801305 0.714227
threshold=0.095435000000000006 -0.057749999999999989 -0.35269999999999996 0.25367000000000006 0.14808000000000002 -0.025079999999999995 0.13772500000000001 0.08895500000000002 -0.080874999999999989 0.10781 1.0000000180025095e-35 -0.066724999999999993 -0.13843999999999998 0.087720000000000006 0.083205000000000015 -0.17568999999999999 0.043640000000000005 0.084795000000000023 0.086325000000000013 -0.062324999999999998 0.072175000000000017 0.082690000000000013 -0.066869999999999999 0.09172000000000001 -0.43370499999999995 -0.089599999999999985 -0.082274999999999987 0.11359000000000001 0.11023000000000001 -0.079774999999999985
decision_type=2 2 2 2 2 2 2 2 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 10 5 8 9 17 -4 -7 11 27 -9 14 15 -14 19 20 -19 -17 22 -22 29 -24 -23 -26 -27 -2 -18 -1
right_child=1 2 4 -5 -6 6 -8 12 -10 -11 -12 -13 13 -15 -16 16 28 18 -20 -21 21 24 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.0024645518395195474 0.0026996754272948951 0.0024357112466971702 0.0012603807303694921 0.0013891647962976492 0.00039608707034604018 0.0014185860721656304 0.0011230615176897614 0.0028484822865698068 0.00042805529744079139 0.0022986043982353242 0.002714776543468779 0.0016005362959459169 0.0018451781094563316 0.0017028829846853981 0.0030009193976127612 0.00239389613477522 0.0019842115265881156 0.0018080079346001097 0.0028191314505561812 0.0028792265090786967 0.0032801121639052409 0.0022408395628941234 0.0024922174349891421 0.0018593943970807479 0.0029924866407180428 0.002761321684643164 0.002527956955252415 0.0022350815321958931 0.0023481043797991172 0.0028335026843955284
leaf_weight=82 57 55 96 99 85 52 88 59 67 67 73 70 73 56 56 446 136 72 55 52 54 55 101 52 60 253 303 55 64 71
leaf_count=82 57 55 96 99 85 52 88 59 67 67 73 70 73 56 56 446 136 72 55 52 54 55 101 52 60 253 303 55 64 71
internal_value=0 0.00158423 0.0012629 0.00204708 0.00112107 0.00128755 0.00157806 0.00246934 0.000918433 0.0019143 0.0023024 0.00213684 0.0023396 0.00230556 0.00234634 0.00229876 0.00234615 0.00257486 0.00224612 0.00244463 0.00261533 0.00268223 0.00245673 0.00227733 0.00263408 0.00266914 0.0026342 0.00247178 0.0021008 0.00263595
internal_weight=0 864 510 354 455 370 207 2100 163 119 255 182 942 883 827 771 698 1158 127 498 1031 725 306 153 671 616 556 112 200 153
internal_count=2964 864 510 354 455 370 207 2100 163 119 255 182 942 883 827 771 698 1158 127 498 1031 725 306 153 671 616 556 112 200 153
is_linear=0
shrinkage=0.00265391


Tree=1974
num_leaves=13
num_cat=0
split_feature=9 48 1374 457 15 4 15 4 4 1213 1 12
split_gain=1.9683 2.12096 1.78803 1.52817 1.36702 2.90591 1.71589 3.98119 1.69208 1.48251 1.04226 0.864457
threshold=0.083710000000000021 -0.087924999999999989 -0.094679999999999986 0.096135000000000012 0.039965000000000007 -0.51323499999999989 -0.011749999999999998 -0.27577999999999997 -0.14595999999999995 0.084835000000000008 0.096315000000000026 0.083815000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 9 -8 -6 -7 11 -10
right_child=-2 2 3 -5 8 6 7 -9 10 -11 -12 -13
leaf_value=0.0025632100317667557 -0.00065805358502690672 -0.0010968271275571396 -0.0017494698892410523 0.0023478059044961222 0.0027515094694052504 0.00086230958432964144 0.0013995312428197611 -0.0010712414355348711 0.0020757113995029416 -0.00086379290776026957 -0.00026006736324254623 0.00092830993695551978
leaf_weight=67 100 53 54 62 55 1236 111 167 73 53 70 863
leaf_count=67 100 53 54 62 55 1236 111 167 73 53 70 863
internal_value=0 0.000784593 0.000741949 0.000777504 0.000741163 0.000556321 0.00063585 -8.43216e-05 0.00102346 0.000791253 0.00092888 0.00101791
internal_weight=0 2864 2797 2744 2682 1621 1567 278 1061 1289 1006 936
internal_count=2964 2864 2797 2744 2682 1621 1567 278 1061 1289 1006 936
is_linear=0
shrinkage=0.0101119


Tree=1975
num_leaves=21
num_cat=0
split_feature=4 40 13 13 48 16 4 133 14 16 13 43 52 4 484 49 133 43 43 12
split_gain=95.5962 30.1268 19.2381 8.06844 6.87823 5.79344 5.27786 6.19814 4.70091 6.21787 3.0395 2.9794 2.94618 2.49494 2.77183 2.29928 2.28248 2.05691 1.59768 1.24312
threshold=0.31392000000000003 -0.034699999999999988 -0.16392499999999996 -0.14022999999999999 0.092600000000000016 -0.0069549999999999985 0.028075000000000006 -0.010904999999999998 -0.45687499999999998 -0.53870999999999991 -0.053249999999999999 -0.081694999999999976 0.056265000000000009 -0.076164999999999997 0.096415000000000015 -0.011669999999999998 -0.18069999999999997 0.057215000000000009 0.0019650000000000002 -0.042789999999999988
decision_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 11 13 7 -7 -2 -10 -8 -1 19 16 18 -9 -5 -18 -15 -11
right_child=8 2 3 5 -6 6 10 15 9 12 -12 -13 -14 14 -16 -17 17 -19 -20 -21
leaf_value=0.0016414586615865708 0.0017711336065100699 0.0015195140822250072 0.0038378155097187126 0.0035277233721532921 0.00085951784919495531 0.0019802091040226196 0.0024381652912313029 0.0031862396929515997 0.0015846420861803259 0.00015448804836380557 0.0015771707567470905 0.0024145903479419095 0.0011625932799869624 0.0027879557444829002 0.003333295461052065 0.002694669414421385 0.0029819476442992359 0.00241600739249551 0.0025089133740654867 0.00069098239570018663
leaf_weight=88 57 92 52 52 57 85 67 82 72 65 55 63 56 611 58 497 561 52 203 62
leaf_count=88 57 92 52 52 57 85 67 82 72 65 55 63 56 611 58 497 561 52 203 62
internal_value=0 0.00265134 0.00273477 0.00278183 0.00166162 0.00275818 0.00256878 0.002664 0.0010678 0.000910466 0.00205025 0.00196422 0.000645058 0.00285502 0.00275933 0.00276434 0.00298046 0.00293399 0.0027184 0.000416626
internal_weight=0 2675 2467 2375 208 2323 786 664 312 255 122 151 183 1537 872 579 665 613 814 127
internal_count=2987 2675 2467 2375 208 2323 786 664 312 255 122 151 183 1537 872 579 665 613 814 127
is_linear=0
shrinkage=0.00270699


Tree=1976
num_leaves=22
num_cat=0
split_feature=2 12 2 15 12 14 2 2 13 42 42 12 0 15 43 15 15 13 48 15 15
split_gain=128.381 55.2956 19.9783 18.6642 15.046 10.5263 11.5664 7.63842 8.32802 7.6346 9.33874 6.19019 8.48658 3.54185 3.18297 2.61924 2.54831 1.8322 1.78844 1.08647 0.812364
threshold=0.13270000000000001 -1.0000000180025095e-35 0.11218000000000002 -0.24511999999999998 0.090125000000000025 0.064610000000000015 -0.0098549999999999974 0.16730000000000003 -0.0073899999999999999 -1.0000000180025095e-35 1.0000000180025095e-35 0.092755000000000018 -0.13165999999999997 -0.095814999999999997 -0.14595999999999995 0.081625000000000017 -0.14151499999999997 0.076825000000000018 0.084455000000000016 -0.033234999999999994 0.091435000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -4 6 -3 8 16 -5 18 12 13 -8 -14 17 -2 -13 -11 -6 -17
right_child=7 2 4 9 19 -7 11 -9 -10 10 -12 15 14 -15 -16 20 -18 -19 -20 -21 -22
leaf_value=0.00044955538367478089 0.00015452556127626036 0.0016772611884568779 0.001189894453907664 0.0024719961163584994 0.0022805500248927759 0.0035378418071117701 0.0026923468847687344 1.7757605150420042e-05 0.0016921766749074649 0.0014560885359095421 0.002348799313851973 0.0022519094374804558 0.0034185011211539523 0.0018574337559509309 0.0028377177465641742 0.0029264215615341718 0.00091227143600305851 0.002661606716899678 0.00081728273982451742 0.0027168055766996048 0.0026114187922619894
leaf_weight=71 52 67 92 85 86 90 52 77 59 52 59 245 60 75 1212 65 55 91 54 59 229
leaf_count=71 52 67 92 85 86 90 52 77 59 52 59 245 60 75 1212 65 55 91 54 59 229
internal_value=0 0.00251584 0.00264254 0.00155941 0.001966 0.00271588 0.00268057 0.000656356 0.000952416 0.00187451 0.00156655 0.00271369 0.00280473 0.00219949 0.00286513 0.00251148 0.000544266 0.00236295 0.00113091 0.00245824 0.00268115
internal_weight=0 2744 2423 321 237 2186 2096 243 166 250 165 2029 1399 127 1272 630 107 336 106 145 294
internal_count=2987 2744 2423 321 237 2186 2096 243 166 250 165 2029 1399 127 1272 630 107 336 106 145 294
is_linear=0
shrinkage=0.0024518


Tree=1977
num_leaves=17
num_cat=0
split_feature=8 2 52 41 150 1427 16 3 13 3 49 13 42 13 16 51
split_gain=2.91167 3.27815 2.37777 1.99147 1.65886 1.23721 1.49523 3.59508 2.59542 1.34 1.14092 1.29955 1.80565 3.32952 0.831304 0.645712
threshold=0.084325000000000011 0.11366500000000002 0.12456500000000001 0.087555000000000008 0.11398500000000002 0.083935000000000023 0.25032500000000008 -0.14326499999999995 0.032645000000000007 -0.0037099999999999998 -0.032624999999999994 -0.23438999999999996 0.096015000000000017 -0.0073899999999999999 0.41326000000000002 -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 10 4 5 6 7 -1 14 -9 -3 -12 13 -13 -8 -15
right_child=-2 2 -4 -5 -6 -7 8 9 -10 -11 11 12 -14 15 -16 -17
leaf_value=0.003465733691626911 -0.0014507269138728609 -0.0012131653943155264 0.0019777844738269367 -0.00085640341432694845 0.0029686368867602574 0.0028696422456080486 0.00046124192728883142 0.0011158095143828073 -0.0014144005894670265 0.0020892287942250658 0.0018310510959518595 -0.0031456013362490937 0.0011255739461401982 0.0011035488025125505 0.0019295291092184818 -0.00057626835528697357
leaf_weight=93 57 89 83 54 73 58 113 1703 70 197 52 52 95 57 84 57
leaf_count=93 57 89 83 54 73 58 113 1703 70 197 52 52 95 57 84 57
internal_value=0 0.00109612 0.000257345 0.00126245 0.00131035 0.00125808 0.00121667 0.0013218 0.000431434 0.0012168 -9.75737e-05 0.000219258 -0.000101408 -0.000804315 0.00108792 0.000262595
internal_weight=0 2930 485 2445 2391 2318 2260 1993 267 1900 402 313 261 166 197 114
internal_count=2987 2930 485 2445 2391 2318 2260 1993 267 1900 402 313 261 166 197 114
is_linear=0
shrinkage=0.0111644


Tree=1978
num_leaves=15
num_cat=0
split_feature=39 40 3 3 3 2 160 49 160 4 41 51 4 3
split_gain=3.8534 2.12276 1.66776 2.02087 1.62772 1.31409 1.72144 1.48379 1.26839 3.54432 1.29009 1.07063 0.862261 0.597132
threshold=0.098380000000000009 -0.084924999999999987 0.13772500000000001 -0.011259999999999997 -0.046079999999999989 0.086075000000000013 -0.012019999999999998 -0.048899999999999992 -0.55045999999999984 -0.4950449999999999 0.084515000000000021 0.090735000000000024 0.097095000000000015 0.10166000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -5 -7 -8 -3 -10 -11 -4 -2 -9
right_child=12 2 11 5 -6 6 7 13 9 10 -12 -13 -14 -15
leaf_value=-0.00079239212286188088 -0.0020233397623362613 -0.00067336550132519543 -0.00085206197847137314 0.0029281434199954809 -0.00047266563211480049 0.0027116387807910019 -0.00049044024621919767 0.00072940881367138891 0.003685389889487363 0.00091942358019618054 0.0026669392616787335 0.0011087479184522144 -0.00025469803388943383 0.0023488695160256297
leaf_weight=82 52 53 93 95 94 84 66 52 59 2004 52 52 91 58
leaf_count=82 52 53 93 95 94 84 66 52 59 2004 52 52 91 58
internal_value=0 0.000942314 0.000993858 0.00105717 0.000936572 0.00182529 0.00142188 0.000805651 0.000997727 0.00103966 0.000963678 -0.000148069 -0.000898658 0.00158437
internal_weight=0 2844 2762 2617 2262 355 260 176 2168 2115 2056 145 143 110
internal_count=2987 2844 2762 2617 2262 355 260 176 2168 2115 2056 145 143 110
is_linear=0
shrinkage=0.0109455


Tree=1979
num_leaves=21
num_cat=0
split_feature=39 3 16 3 16 4 1 3 4 11 39 42 51 131 3 4 3 3 3 4
split_gain=2.68121 1.46647 1.49604 1.18518 1.87548 2.59884 1.13055 1.63821 2.73744 1.88865 1.57665 2.67544 1.50073 1.2349 0.887297 1.47873 0.856645 0.752862 0.857914 0.732832
threshold=0.099350000000000008 0.13772500000000001 -0.10227499999999999 -0.0037099999999999998 0.20277000000000003 -0.011534999999999998 0.077375000000000013 -0.15624499999999999 -0.095479999999999982 0.086175000000000015 0.0047850000000000011 0.086310000000000012 -0.26625499999999996 0.082180000000000017 0.097775000000000015 0.028075000000000006 -0.12711499999999995 -0.047774999999999991 -0.073984999999999981 0.10516000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -5 12 9 -9 -8 13 -12 -1 -10 15 -7 -14 18 -18 -2
right_child=19 2 -4 4 -6 14 7 8 10 -11 11 -13 16 -15 -16 -17 17 -19 -20 -21
leaf_value=-0.00068733062652712282 -0.0016470208544138098 -0.0014680986775530735 0.00057818827458636199 0.0037782397130322969 -3.8379640444582593e-05 -0.00048995162832098625 0.0024982614773633657 -0.0018586771151255848 0.00021953429054074098 0.00027801756568157984 -0.002337173066522584 0.00087487925729499635 0.0021603059479850324 0.0011440353645715323 0.0022454749065207308 0.001731574813904597 0.00094164410705170729 0.0020528891171153747 0.00014720415775001318 -0.00013713064290256269
leaf_weight=60 53 61 91 53 74 55 77 59 354 80 53 53 57 254 60 69 1123 55 159 87
leaf_count=60 53 61 91 53 74 55 77 59 354 80 53 53 57 254 60 69 1123 55 159 87
internal_value=0 0.000723498 -0.000242309 0.00077801 0.00136549 0.00180428 0.000701326 0.000425763 0.000234329 0.00136761 0.000407432 -0.000730129 0.000877506 0.000605934 0.00123511 0.00074535 0.000944937 0.000893042 0.000843198 -0.000709503
internal_weight=0 2847 152 2695 311 237 2384 930 773 157 714 106 1454 608 184 124 1394 1337 1282 140
internal_count=2987 2847 152 2695 311 237 2384 930 773 157 714 106 1454 608 184 124 1394 1337 1282 140
is_linear=0
shrinkage=0.0101119


Tree=1980
num_leaves=20
num_cat=0
split_feature=4 3 2 0 14 2 3 0 2 0 3 13 4 42 403 49 3 2 0
split_gain=65.9401 24.4072 11.7331 11.9034 9.01467 9.96108 7.21357 6.64748 4.91828 4.14495 3.77683 2.95818 2.54865 2.36544 2.27591 1.82623 1.44867 1.23904 1.11197
threshold=0.31392000000000003 0.28833000000000003 0.10100500000000003 -0.13165999999999997 0.073890000000000011 -1.0000000180025095e-35 -0.082634999999999986 -0.068189999999999987 0.13388500000000003 -0.13955999999999996 0.31395500000000004 0.032645000000000007 0.42642000000000008 0.088185000000000013 -0.071919999999999984 0.10030500000000002 -0.097574999999999981 0.11693000000000002 0.12366000000000001
decision_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 -2 -1 14 -7 12 13 -8 -11 -5 18 -13 -14 -16
right_child=6 -3 3 8 -6 9 10 -9 -10 11 -12 16 17 -15 15 -17 -18 -19 -20
leaf_value=0.00226157369593311 0.0016726138286170188 0.00073627025384863181 0.0010076701170391113 0.0017872500384086591 0.003151760783584397 0.0018971145166491344 0.00052745170370940635 0.00099372237905735543 0.0015667343359519082 0.0025511549301324046 0.00022739951205597096 0.0023551124364679836 0.0014825175331258944 0.0023392480967925678 0.002562160463643868 0.0019821030729110338 0.0019234667580892326 0.00093617433814362206 0.0021378058575939126
leaf_weight=52 79 66 73 57 98 100 55 56 84 934 60 105 53 549 169 69 100 56 54
leaf_count=52 79 66 73 57 98 100 55 56 84 934 60 105 53 549 169 69 100 56 54
internal_value=0 0.00226801 0.00230844 0.00196124 0.00239653 0.00235748 0.00100957 0.00160442 0.00212194 0.00240295 0.000775601 0.0024329 0.000975997 0.00247273 0.00225549 0.0023468 0.00214469 0.00120208 0.00245952
internal_weight=0 2566 2500 506 1994 1896 303 108 433 1788 224 1688 164 1483 349 292 205 109 223
internal_count=2869 2566 2500 506 1994 1896 303 108 433 1788 224 1688 164 1483 349 292 205 109 223
is_linear=0
shrinkage=0.00255085


Tree=1981
num_leaves=25
num_cat=0
split_feature=1 3 3 14 3 3 3 2 3 12 2 2 159 158 484 482 131 3 1 1213 15 12 12 43
split_gain=104.505 25.3035 9.2739 8.67191 7.4413 6.18836 5.5627 4.79708 7.46068 4.89558 4.03636 3.32228 3.29499 2.65208 2.00175 1.97582 1.76626 1.72659 1.7024 1.70094 1.56369 1.49691 1.44685 0.458874
threshold=0.10123500000000001 -0.049204999999999992 0.31351000000000001 0.073890000000000011 0.076825000000000018 0.09722500000000002 -0.15288999999999997 0.10523 -0.22442499999999996 0.10488500000000002 1.0000000180025095e-35 0.089545000000000013 0.082200000000000009 0.083550000000000013 0.085790000000000019 0.077565000000000009 0.090920000000000015 0.12168500000000002 0.085720000000000005 -0.0068949999999999992 -0.012189999999999998 -0.086254999999999984 0.085945000000000008 -0.081454999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 4 5 10 6 -1 9 -9 16 -3 14 15 -14 18 22 -2 -6 19 -8 -20 -12 -13 -16
right_child=1 2 -4 -5 17 -7 11 8 -10 -11 21 12 13 -15 23 -17 -18 -19 20 -21 -22 -23 -24 -25
leaf_value=0.0013736455859498515 0.0023836412774499477 0.00098266776724088454 0.00013180888727198277 0.0027356065600642816 0.0016040203852288591 0.0014021018695047501 0.002094564641233621 0.0018357811813047844 0.00065505610397919147 0.0012794081633556711 0.00062144538965389149 0.0016138951770092421 0.0026543124399347399 0.0020203963245065725 0.0017313494639164936 0.0023278523536186865 0.0018151763833672023 0.0010928357340800679 0.0018603477522507478 0.0023447159871228373 0.0021743805624479524 8.9429167484628773e-05 0.0019161417506374421 0.0020299633653715881
leaf_weight=58 61 95 100 97 62 75 206 55 55 52 52 99 59 81 58 52 53 76 121 449 258 57 486 52
leaf_count=58 61 95 100 97 62 75 206 55 55 52 52 99 59 81 58 52 53 76 121 449 258 57 486 52
internal_value=0 0.00107497 0.000738852 0.00207306 0.000916279 0.00204176 0.00206599 0.00161315 0.00124564 0.00185653 0.000641247 0.00208688 0.00197223 0.00228772 0.00216473 0.00190285 0.00211957 0.00132267 0.00219577 0.00226608 0.00207419 0.000343457 0.00186503 0.00187273
internal_weight=0 718 442 2151 342 2054 1979 276 110 166 204 1921 777 140 1144 637 114 138 1034 655 379 109 585 110
internal_count=2869 718 442 2151 342 2054 1979 276 110 166 204 1921 777 140 1144 637 114 138 1034 655 379 109 585 110
is_linear=0
shrinkage=0.00226508


Tree=1982
num_leaves=15
num_cat=0
split_feature=3 15 4 149 457 4 4 0 51 4 3 0 49 3
split_gain=3.64204 3.31017 2.21681 1.44063 1.65285 1.71838 2.65409 1.82699 1.95858 2.96199 1.24985 1.9399 1.56195 0.984513
threshold=0.11745500000000002 -1.0000000180025095e-35 0.078235000000000013 0.079475000000000004 0.10184000000000001 0.31392000000000003 0.50027500000000014 -0.15651999999999996 0.11178000000000002 -0.018069999999999996 -0.054399999999999997 -0.11825999999999999 -0.081629999999999994 -0.020759999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 7 -7 -1 10 -10 12 -12 -9 -8
right_child=1 -3 -4 -5 -6 6 13 8 9 -11 11 -13 -14 -15
leaf_value=0.0027561482324484727 0.0019584436550292906 -0.0032727867079709386 -0.00090768376562654508 0.0029149147483728067 -0.0010259563583044501 -0.0019761866337710083 0.0023019431289932149 -0.00077627306251364428 -0.0026707569997524152 0.0011171381604995919 2.0692422656935856e-05 0.0023865128079308042 0.0011139778424684105 3.1249628869163939e-06
leaf_weight=103 69 53 101 62 59 70 53 69 52 79 67 248 1723 61
leaf_count=103 69 53 101 62 59 70 53 69 52 79 67 248 1723 61
internal_value=0 -0.000582965 0.000254853 0.00105698 0.00101235 0.00106003 -8.62841e-05 0.00115019 0.00107621 -0.000385449 0.00116715 0.00188372 0.00104112 0.00107303
internal_weight=0 223 170 2646 2584 2525 184 2341 2238 131 2107 315 1792 114
internal_count=2869 223 170 2646 2584 2525 184 2341 2238 131 2107 315 1792 114
is_linear=0
shrinkage=0.0123264


Tree=1983
num_leaves=10
num_cat=0
split_feature=150 48 147 151 10 4 156 3 12
split_gain=2.70864 1.61961 1.35882 1.33225 1.30778 2.13051 1.58669 1.52819 1.51115
threshold=0.11717500000000002 -0.088899999999999993 1.0000000180025095e-35 0.084350000000000008 -0.15491499999999997 0.51395000000000002 0.083125000000000018 -0.14954999999999999 0.091895000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6 -8
right_child=-2 2 -4 -5 5 -7 8 -9 -10
leaf_value=0.0025582376278861859 -0.0010986051827914468 0.0022783197255089047 -0.00078842226836136199 0.0022663823268409904 -0.00046351098995077634 -0.0011196760092997849 0.0019022683094350097 0.00068812272256211756 0.00024006968049774044
leaf_weight=55 96 59 69 64 142 75 223 1998 88
leaf_count=55 96 59 69 64 142 75 223 1998 88
internal_value=0 0.00073437 0.000697421 0.000736167 0.000698237 0.000661285 0.000715829 0.000611652 0.0014323
internal_weight=0 2773 2718 2649 2585 2526 2451 2140 311
internal_count=2869 2773 2718 2649 2585 2526 2451 2140 311
is_linear=0
shrinkage=0.0107308


Tree=1984
num_leaves=18
num_cat=0
split_feature=3 13 48 14 0 4 0 48 4 3 48 157 4 11 4 160 3
split_gain=2.53737 4.46583 2.14317 1.75544 1.97059 4.34271 1.41741 1.34942 4.50267 2.45956 2.12625 1.64418 1.52041 1.31958 1.30133 0.616646 0.578718
threshold=0.11745500000000002 -0.11210999999999999 0.088965000000000002 0.073890000000000011 -0.13843999999999998 0.0019650000000000002 -0.18713499999999997 0.092745000000000008 -0.020284999999999994 -0.07298499999999998 0.083540000000000017 -0.086319999999999994 -0.005814999999999999 0.086945000000000008 -0.50231999999999988 -0.08761999999999999 -0.15327499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 -7 10 -9 -10 11 15 -12 14 -13 -6 -5
right_child=1 -3 -4 16 7 6 -8 8 9 -11 12 13 -14 -15 -16 -17 -18
leaf_value=-0.0022295763399732692 0.0016402360246396681 -0.0025501528435036584 -0.0010746113216093358 0.0027827034255143998 0.00029221305498912679 0.0021090870250846127 -0.00028387726518038111 -0.0028760980841923646 0.0021086594119998033 -0.00064085673204502646 0.0034604995108375443 0.002374866853350787 0.0011384896614267228 -0.00068402102844036003 0.00075362121220390527 -0.001285136720955013 0.001198862208690181
leaf_weight=87 88 81 54 54 52 59 55 52 78 72 54 59 82 71 1755 63 53
leaf_count=87 88 81 54 54 52 59 55 52 78 72 54 59 82 71 1755 63 53
internal_value=0 -0.00053924 0.000607023 0.000652408 0.000595604 -0.000423633 0.000953582 0.000683277 -0.000154571 0.000788128 0.000762566 0.000674194 0.00206131 0.000750216 0.000806415 -0.000570904 0.00199925
internal_weight=0 223 142 2646 2539 201 114 2338 202 150 2136 2000 136 1885 1814 115 107
internal_count=2869 223 142 2646 2539 201 114 2338 202 150 2136 2000 136 1885 1814 115 107
is_linear=0
shrinkage=0.0107308


Tree=1985
num_leaves=21
num_cat=0
split_feature=1 52 4 1 0 1443 4 40 133 0 4 41 0 4 4 1 159 0 4 4
split_gain=77.1292 19.5689 12.856 7.94725 4.70253 4.15947 4.15533 4.07564 4.0632 3.34139 5.88456 3.30725 3.8773 7.82461 3.51271 3.01476 2.63537 2.47492 1.57803 1.41799
threshold=0.10575500000000002 -0.40011499999999994 0.27258000000000004 0.12381000000000002 -0.11825999999999999 0.084655000000000022 -0.014854999999999998 -0.034699999999999988 0.017095000000000003 0.051660000000000005 -0.49269499999999994 1.0000000180025095e-35 -0.10934999999999999 0.0019650000000000002 0.0033150000000000007 0.091395000000000018 0.087060000000000012 -0.069414999999999991 0.40996000000000005 0.42118000000000005
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 18 7 -5 15 17 11 -11 12 13 -9 -14 -1 19 -6 -3 -8
right_child=1 3 -4 6 8 -7 16 9 -10 10 -12 -13 14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0021698999489214951 0.0025833090971457049 0.00064900397846562557 0.0010222617447879843 0.0013521771455778685 0.002297731945697234 0.0029140300771662553 0.00064118021677165215 0.0013183522363838481 0.001011363654164406 0.0023985799472837225 0.0011926739624999504 0.0028080915790974622 0.0023510931433133949 0.0024068062874941639 0.0020225119720728105 0.0013139778853831809 0.00099034754961927493 0.0015324211675758011 0.0012596779896992449 0.00013102547115771405
leaf_weight=57 61 63 59 54 53 63 66 84 53 57 53 79 1461 96 261 55 63 63 53 84
leaf_count=57 61 63 59 54 53 63 66 84 53 57 53 79 1461 96 261 55 63 63 53 84
internal_value=0 0.00118457 0.00222216 0.00102995 0.00133223 0.00225339 0.000707179 0.00223448 0.00160935 0.00226043 0.00181781 0.00228499 0.00226325 0.00189902 0.00230131 0.00174983 0.000543528 0.00188233 0.000928258 0.000355679
internal_weight=0 613 2325 552 285 2266 267 2203 169 2091 110 1981 1902 180 1722 112 213 116 116 150
internal_count=2938 613 2325 552 285 2266 267 2203 169 2091 110 1981 1902 180 1722 112 213 116 116 150
is_linear=0
shrinkage=0.00260187


Tree=1986
num_leaves=32
num_cat=0
split_feature=1 2 4 2 39 1 155 11 49 1 49 4 2 1 2 403 475 133 2 2 1 13 133 13 131 133 4 4 133 13 1
split_gain=269.175 47.6174 27.9942 15.5412 11.0086 10.4366 10.3236 9.73699 9.34494 9.32971 7.23828 5.99294 5.8149 4.65024 3.20009 3.01187 2.34951 2.86261 2.48739 2.386 2.2345 2.09805 2.05462 1.95217 1.79194 2.64743 1.71817 1.56548 1.04615 0.992425 0.976876
threshold=0.10509 0.14253500000000002 0.27644500000000005 0.098290000000000002 0.055555000000000007 0.089245000000000005 0.087240000000000012 1.0000000180025095e-35 -0.014479999999999998 0.12895500000000001 -0.034759999999999992 0.056815000000000011 0.11523000000000001 0.077020000000000019 0.11558500000000001 -0.073944999999999997 -0.081774999999999973 0.085730000000000015 0.08895500000000002 0.072175000000000017 0.11277000000000001 -0.15122999999999998 0.11124000000000002 -0.016319999999999998 0.085925000000000015 -0.021469999999999996 -0.083904999999999993 0.020110000000000006 0.024055000000000003 -0.068759999999999988 0.087720000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 10 7 11 16 -7 14 -5 20 13 27 -4 -10 17 -1 19 30 -2 -3 -21 -14 25 -17 -20 29 -28 -12 -18
right_child=1 21 9 4 -6 8 -8 -9 15 -11 12 -13 23 -15 -16 24 18 -19 26 22 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 -32
leaf_value=0.011228606043240923 0.0099095277984055877 0.0080485090950859969 0.010478504293500038 0.010647887482141469 0.010424717665398327 0.010625118955479299 0.011839076635572035 0.012910988179815588 0.012199638292512999 0.0088639430782037291 0.01215635394479855 0.011142625460930193 0.011505143499525798 0.012433874105720956 0.009641565008635904 0.011868357478946628 0.011564035829599651 0.011965962698440209 0.012307109701435422 0.012231767182067763 0.010543185285971382 0.0087456275460386802 0.011756995910749329 0.010821287383527254 0.011883394793344524 0.011122500365200213 0.011632454562849547 0.011386921679318467 0.011925531557518763 0.011659050776327449 0.012040514880223067
leaf_weight=61 71 52 53 52 66 63 52 82 73 84 52 79 67 79 79 53 70 93 53 570 87 72 73 53 88 90 166 79 197 70 59
leaf_count=61 71 52 53 52 66 63 52 82 73 84 52 79 67 79 79 53 70 93 53 570 87 72 73 53 88 90 166 79 197 70 59
internal_value=0 0.00989949 0.0102545 0.0118198 0.0114216 0.0119349 0.0107848 0.0120362 0.0115418 0.00954477 0.0115671 0.0105534 0.0116865 0.0118935 0.00997782 0.0117317 0.0119827 0.0116741 0.0120227 0.0121118 0.0102586 0.00845351 0.0121779 0.0112033 0.0115837 0.0113991 0.0118573 0.011681 0.0117916 0.0118712 0.0117822
internal_weight=0 629 505 2309 518 1791 289 1424 367 216 452 237 400 280 132 304 1342 154 1188 772 158 124 643 120 231 143 416 201 363 122 129
internal_count=2938 629 505 2309 518 1791 289 1424 367 216 452 237 400 280 132 304 1342 154 1188 772 158 124 643 120 231 143 416 201 363 122 129
is_linear=0
shrinkage=0.00260187


Tree=1987
num_leaves=20
num_cat=0
split_feature=2 30 2 13 15 123 2 0 0 3 15 40 13 0 50 15 49 0 3
split_gain=51.1423 27.0385 12.8039 11.7311 9.8426 7.90263 5.0689 7.25396 5.09126 4.68185 3.67499 3.45014 3.32739 2.95488 2.14159 1.9118 2.46167 1.57827 0.376861
threshold=0.11504500000000002 0.086535000000000015 0.14290000000000003 -0.17030499999999998 -0.11367999999999999 0.080635000000000012 0.08895500000000002 -0.062109999999999992 -0.22984499999999997 0.090170000000000014 -0.14868999999999996 -1.0000000180025095e-35 -0.043279999999999992 -0.12851999999999997 0.10874500000000002 0.015700000000000002 0.036605000000000006 -0.076734999999999984 -0.082094999999999987
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 12 6 7 10 -8 13 -5 -4 -2 -10 -12 16 -6 -7 -9
right_child=2 -3 11 5 15 17 8 18 9 -11 14 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0016535532149182719 0.000961905798810005 0.0010309876589503144 0.00061199049388004382 0.0036368058745253518 0.0018880335632676911 0.0024006246263835918 0.0018715888560626953 0.0021031262195102948 0.002145137772893089 0.0034403872584094523 0.0029722277340900717 0.0014264309785504922 0.0018856630774478599 0.0027038874264876788 0.0026116609288306383 0.0028458696079905941 0.0025943156892957284 0.0017738195088969077 0.0024195765732971533
leaf_weight=65 52 64 54 53 64 56 53 55 71 55 1074 102 54 710 126 53 71 54 52
leaf_count=65 52 64 54 53 64 56 53 55 71 55 1074 102 54 710 126 53 71 54 52
internal_value=0 0.00270096 0.00174759 0.00274504 0.00206741 0.0027751 0.00280844 0.00290852 0.0026553 0.00270495 0.00296412 0.00114469 0.00143276 0.00265313 0.00293439 0.00242509 0.00225969 0.00209317 0.00225717
internal_weight=0 2488 450 2424 294 2359 2249 1360 889 836 1253 156 106 781 1200 188 135 110 107
internal_count=2938 2488 450 2424 294 2359 2249 1360 889 836 1253 156 106 781 1200 188 135 110 107
is_linear=0
shrinkage=0.00260187


Tree=1988
num_leaves=28
num_cat=0
split_feature=4 2 12 14 2 2 4 4 2 41 12 2 4 12 42 43 43 4 1429 12 12 2 475 160 52 160 2
split_gain=91.8633 35.8238 18.3393 6.37044 6.35675 16.1913 15.2042 11.902 6.00598 5.78863 5.54663 4.02137 3.99769 3.26693 3.24641 3.07422 2.33916 2.17646 2.09334 1.97587 1.92953 1.86511 1.48135 1.09451 1.08949 0.900159 0.538896
threshold=0.31392000000000003 0.14132000000000003 0.056995000000000011 -0.45687499999999998 0.072175000000000017 0.092250000000000013 -0.011209999999999999 -0.057674999999999997 0.12750000000000003 1.0000000180025095e-35 -0.038859999999999992 0.088185000000000013 0.078235000000000013 0.093910000000000007 0.10418500000000001 0.00042000000000000007 -0.016434999999999995 -0.041239999999999992 0.08425500000000001 -0.060304999999999991 0.092605000000000007 0.10060500000000001 -0.08538999999999998 -0.025879999999999997 -0.06860999999999999 0.019875 0.11248000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 6 24 -1 -7 10 11 -5 13 19 16 17 18 22 -15 25 -9 -17 -22 -4 -18 -6 -13 -12
right_child=3 -3 9 8 5 7 -8 12 -10 -11 26 15 -14 14 -16 20 23 -19 -20 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=0.00050250826699657343 0.0016245493138551197 0.00083291650111304543 0.0021086307735161984 0.00046176077191643753 0.0025954286036432191 0.002428218303336044 0.0022354168401208536 0.0014473065416336925 0.00025777675808166616 0.0030607969221963138 0.0014902000872063664 0.0022495479885682569 0.0019306757043549639 0.0027238898595662231 0.0017723994437882425 0.0016703636336331707 0.0029747858743946918 0.002148149662495033 0.0026861345430494259 0.00084818085054223975 0.0024154835786485617 0.0018948743462092869 0.0024944040097160474 0.0026333376354258139 0.0030723276823508361 0.0024774495258018774 0.0011587680119819663
leaf_weight=53 60 93 65 63 56 94 60 63 85 76 60 427 53 69 62 60 63 79 93 60 82 73 410 346 53 128 52
leaf_count=53 60 93 65 63 56 94 60 63 85 76 60 427 53 69 62 60 63 79 93 60 82 73 410 346 53 128 52
internal_value=0 0.00226974 0.00232265 0.000932011 0.00191415 0.00206056 0.00142286 0.00175083 0.000772098 0.0024215 0.00102177 0.00239666 0.00138891 0.00249178 0.00222663 0.00227604 0.00255474 0.00241674 0.0023573 0.00115525 0.00203101 0.00217046 0.00244167 0.00268599 0.00282755 0.00230215 0.00133655
internal_weight=0 2618 2525 320 492 379 113 270 260 2033 175 1957 176 1094 210 863 884 148 648 123 215 155 475 409 109 555 112
internal_count=2938 2618 2525 320 492 379 113 270 260 2033 175 1957 176 1094 210 863 884 148 648 123 215 155 475 409 109 555 112
is_linear=0
shrinkage=0.00235659


Tree=1989
num_leaves=30
num_cat=0
split_feature=1 52 1 2 1 49 0 11 160 4 49 151 16 16 4 16 4 151 2 159 15 1 16 16 2 16 13 15 0
split_gain=107.968 24.8767 9.98005 10.3207 9.67682 18.2698 9.08213 10.5144 7.19811 6.39071 4.51139 4.31385 3.7559 5.51995 2.92895 2.42031 3.49595 2.29595 2.35237 2.23976 2.20138 1.80868 1.40554 1.40079 1.35217 1.1655 1.10736 0.628168 0.372426
threshold=0.10661000000000002 -0.40011499999999994 0.12381000000000002 1.0000000180025095e-35 0.089625000000000024 -0.014479999999999998 0.060910000000000006 1.0000000180025095e-35 -1.0000000180025095e-35 0.049545000000000006 0.0026050000000000001 -0.08095999999999999 0.014185000000000001 -0.0021749999999999994 0.31392000000000003 0.42146500000000003 -0.07928499999999998 -0.092954999999999982 0.088135000000000005 0.051140000000000012 -0.41725999999999991 0.11215000000000001 -0.20132999999999998 0.27717500000000006 0.088105000000000003 0.51165500000000008 -0.077614999999999976 -0.011959999999999998 -0.075914999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 9 6 11 7 12 -4 -3 15 -6 13 17 -10 16 -7 -1 -19 23 -16 -5 -23 27 -15 -25 -18 -14 -28
right_child=1 2 8 21 5 10 -8 -9 14 -11 -12 -13 19 24 20 -17 26 18 -20 -21 -22 22 -24 25 -26 -27 28 -29 -30
leaf_value=0.00318455333583573 0.0030987449884182783 0.0017171605894359793 0.0016769029617219448 0.0010019522165138767 0.0011378825287928812 0.0022153729939594978 0.0019465069205856758 0.0036487221262537614 0.0011709456754446419 0.002899674704592676 0.002012019860890626 0.0020473647708359869 0.0029828793699795395 0.0035900303432047161 0.00087802240026443553 0.0032150388744586768 0.0030479058432459744 0.0028473736659677339 0.0026312839079497786 0.0020881074632544323 0.00020828670499016639 0.0012527632210620925 0.0018091091933479279 0.0022238524007164762 0.0030557087061216341 0.0027063173582036362 0.0028003795916691663 0.0026417750232579705 0.0025248693806951506
leaf_weight=75 54 54 77 60 62 74 74 82 76 52 55 59 59 58 60 56 81 643 542 56 54 54 52 68 54 52 70 72 53
leaf_count=75 54 54 77 60 62 74 74 82 76 52 55 59 59 58 60 56 81 643 542 56 54 54 52 68 54 52 70 72 53
internal_value=0 0.00154293 0.00138701 0.00171122 0.00269109 0.00239782 0.00277258 0.00280728 0.00105663 0.0022975 0.00265166 0.00158156 0.00276617 0.00282011 0.000805116 0.00275691 0.00266453 0.00277453 0.00274856 0.00252503 0.000561004 0.00133669 0.00152593 0.00262241 0.00333264 0.00243313 0.00282734 0.0027956 0.00268187
internal_weight=0 593 539 272 2345 510 1835 1761 267 106 389 121 1679 1372 190 334 278 1260 1185 307 114 166 106 251 112 120 204 131 123
internal_count=2938 593 539 272 2345 510 1835 1761 267 106 389 121 1679 1372 190 334 278 1260 1185 307 114 166 106 251 112 120 204 131 123
is_linear=0
shrinkage=0.00240373


Tree=1990
num_leaves=21
num_cat=0
split_feature=4 39 13 0 41 0 16 0 4 0 13 123 0 4 4 0 4 4 13 52
split_gain=117.351 28.8163 24.8623 8.77458 5.9034 5.45086 11.3407 4.45287 4.4081 11.6982 3.55259 4.94866 2.28839 2.20132 2.14788 2.62029 1.90006 1.37992 0.760952 0.551174
threshold=0.31392000000000003 0.085285000000000014 -0.16392499999999996 -0.068189999999999987 0.075585000000000013 -0.11167499999999998 -0.013819999999999997 -0.076384999999999995 -0.44205499999999992 -0.018054999999999998 -0.36115499999999995 0.08980500000000001 -0.105195 0.0019650000000000002 0.053330000000000009 -0.097224999999999992 0.51292000000000015 0.24099500000000004 -0.065539999999999987 -0.24334999999999998
decision_type=2 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 13 14 19 -10 -2 12 -12 -4 15 -7 -14 -15 -16 -9
right_child=10 3 4 -5 -6 7 -8 8 9 -11 11 -13 16 17 18 -17 -18 -19 -20 -21
leaf_value=0.0018665607178398815 0.00093697698699872142 0.0026613303501955921 0.0026753720522684544 0.0016145307176754704 0.0037362054309634176 0.0037795754286586701 0.0017759868898297264 0.003245688661748914 0.0030122724694921508 0.0018069216764941627 0.0020669823248052966 0.00098246805669785801 0.001855033011074475 0.0034877161387906891 0.0031092399428864124 0.0032399153211880587 0.0012320440569809875 0.0029550619613522245 0.0026988402785758786 0.0035693386357972022
leaf_weight=92 58 88 59 98 93 55 52 75 451 52 88 59 58 64 55 1185 56 52 53 56
leaf_count=92 58 88 59 98 93 55 52 75 451 52 88 59 58 64 55 1185 56 52 53 56
internal_value=0 0.00302174 0.00309258 0.00210993 0.00314156 0.00311652 0.00276279 0.00315702 0.00299035 0.00288771 0.00147616 0.00159588 0.00177491 0.00305586 0.00323539 0.00326387 0.00154923 0.00324916 0.00290808 0.00338424
internal_weight=0 2580 2394 186 2302 2209 227 1982 634 503 319 261 202 175 1348 1240 114 116 108 131
internal_count=2899 2580 2394 186 2302 2209 227 1982 634 503 319 261 202 175 1348 1240 114 116 108 131
is_linear=0
shrinkage=0.00240373


Tree=1991
num_leaves=20
num_cat=0
split_feature=41 12 15 484 0 4 0 4 14 49 42 4 471 1213 15 42 475 2 0
split_gain=3.65973 3.4043 2.93442 2.26028 2.59214 2.54865 2.78147 3.69968 2.24898 2.96754 1.77917 1.23533 0.732202 0.76822 1.39359 1.16439 1.04618 1.23888 0.531705
threshold=0.07677500000000001 0.082795000000000021 0.13954000000000003 -0.065829999999999986 0.080385000000000012 -0.15764999999999998 -0.068669999999999995 0.10055500000000002 -0.10523499999999998 -0.062709999999999974 0.090115000000000015 0.27644500000000005 0.08703000000000001 -0.080279999999999976 0.08401500000000002 0.086895000000000014 -0.084344999999999989 0.11657500000000001 -0.085089999999999985
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 -1 5 -5 8 -8 -7 -10 -2 12 13 14 -3 -16 18 -18 -15
right_child=10 2 -4 4 -6 6 7 -9 9 -11 -12 -13 -14 16 15 -17 17 -19 -20
leaf_value=-0.00096629476228017098 0.0060537865709138529 0.00028401479000905619 -0.00039472521270871459 0.0042336858000332593 -0.00083474300374504972 0.0049331391530379239 -0.0024905252657574629 0.0023088327483693498 0.0039053936262788578 0.0012161040996521905 0.0031222797534236034 0.00078679965442131513 0.0015661107169689923 0.0032953019379957809 0.0036434172341165377 0.0016550765421234571 0.0028538640222173601 0.0047410031428649314 0.0050780741176783056
leaf_weight=56 77 53 54 91 60 52 59 60 103 291 77 54 76 59 121 100 1321 68 67
leaf_count=56 77 53 54 91 60 52 59 60 103 291 77 54 76 59 121 100 1321 68 67
internal_value=0 0.00243178 0.00273169 0.00166511 0.00187113 0.00211883 0.00177796 -6.946e-05 0.0022712 0.00191951 0.00458898 0.00281974 0.00287853 0.0029342 0.00226899 0.00274437 0.00305441 0.00294636 0.00424444
internal_weight=0 2745 1973 772 716 656 565 119 446 394 154 1919 1865 1789 274 221 1515 1389 126
internal_count=2899 2745 1973 772 716 656 565 119 446 394 154 1919 1865 1789 274 221 1515 1389 126
is_linear=0
shrinkage=0.0136093


Tree=1992
num_leaves=21
num_cat=0
split_feature=3 12 3 3 16 16 52 484 1 3 40 159 4 4 457 1454 51 4 12 12
split_gain=2.2372 1.60703 1.94373 2.82149 1.88177 4.29382 1.9825 1.81233 1.7732 1.68199 1.74662 1.42153 1.37576 1.04672 1.01175 1.14909 0.926852 0.794947 0.570358 0.363006
threshold=0.31351000000000001 0.083175000000000013 -0.14326499999999995 -0.15755 0.0054050000000000009 -0.006494999999999999 -0.064364999999999992 -0.015774999999999994 1.0000000180025095e-35 0.083395000000000011 -1.0000000180025095e-35 0.091235000000000024 -0.098074999999999982 0.18095500000000003 0.086205000000000018 0.090210000000000026 -0.13795499999999997 -0.0088849999999999988 0.099035000000000026 0.09567500000000001
decision_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 5 7 11 -1 -9 10 -10 -6 -4 -11 15 16 18 -18 -14 -3
right_child=-2 2 12 -5 6 -7 -8 8 9 13 -12 -13 14 -15 -16 -17 17 -19 -20 -21
leaf_value=-0.00055374324721797167 0.00011798761891206902 0.0027475533345230575 0.00018498730967417482 0.0050526712777572893 0.0022912638741980876 -0.00174919785883582 0.0038313160259321566 0.0032538017536522818 0.0014496763709492969 0.0031623039915217722 -0.00052609484534546372 4.9996566171857315e-05 0.0034288633492171616 0.0012117435816826289 0.0033501094617977714 0.00022093132451967803 0.0019627824360483768 0.0014240303626412429 0.0019589022935414336 0.0015244693237227269
leaf_weight=54 103 53 60 56 98 61 63 64 142 71 86 52 71 62 54 52 1103 470 58 66
leaf_count=54 103 53 60 56 98 61 63 64 142 71 86 52 71 62 54 52 1103 470 58 66
internal_value=0 0.00176178 0.00192121 0.00302525 0.00132904 0.000985003 0.00220071 0.00133344 0.0015735 0.00127529 0.000703917 0.00151507 0.00181772 0.0022539 0.00187184 0.00182626 0.00187524 0.00180188 0.00276886 0.00207019
internal_weight=0 2796 2043 175 753 540 213 479 425 361 228 150 1868 133 1808 1754 1702 1573 129 119
internal_count=2899 2796 2043 175 753 540 213 479 425 361 228 150 1868 133 1808 1754 1702 1573 129 119
is_linear=0
shrinkage=0.0109455


Tree=1993
num_leaves=26
num_cat=0
split_feature=1 3 2 2 2 2 150 3 2 4 0 12 16 0 1 4 43 4 43 0 1 0 43 12 2
split_gain=110.996 21.4942 12.3087 10.807 8.41306 7.51186 5.49373 5.07092 6.10687 3.629 3.13837 2.86169 2.42605 3.11154 2.54936 2.10828 2.42759 2.00109 2.19766 1.7716 1.58095 1.41603 1.10014 0.979322 0.216608
threshold=0.10932500000000002 -0.064349999999999991 0.099655000000000007 0.14253500000000002 0.11426500000000002 -0.007134999999999999 1.0000000180025095e-35 -0.15105999999999997 -1.0000000180025095e-35 0.27420500000000009 -0.22480499999999998 0.090335000000000013 0.42146500000000003 -0.021574999999999997 0.096035000000000023 0.020110000000000006 -0.064179999999999987 -0.27577999999999997 0.092445000000000013 -0.052874999999999998 0.093800000000000008 -0.076384999999999995 -0.057539999999999994 0.091065000000000021 0.17553000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 5 19 -3 12 -1 -9 -7 -10 17 13 14 15 16 -4 -12 -19 -2 -14 23 -23 -13 -5
right_child=1 3 6 24 -6 9 -8 8 10 -11 11 21 20 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 -26
leaf_value=0.0035230866320342816 0.003032133719762038 0.00068281634887516491 0.0032835473082637985 0.00048888310102117457 0.0014613449816583532 0.0019976317868965294 0.0017215568897989207 0.0021455911938740241 0.0022955090762776273 0.0012480139742748067 0.0035038361575551332 0.0025328526734301046 0.0025588327450288637 0.0018401793608728409 0.0019977057507352168 0.0023198397745391674 0.0025633393850289505 0.0029362013491648956 0.0034802270077049276 0.0023417672473128974 0.0031888202421023098 0.0023068021825890738 0.0027268364147610986 0.0029121182871030727 0.00024615846637212263
leaf_weight=84 53 78 56 52 63 103 69 82 61 82 52 58 59 56 52 84 82 945 56 53 55 71 121 319 53
leaf_count=84 53 78 56 52 63 103 69 82 61 82 52 58 59 56 52 84 82 945 56 53 55 71 121 319 53
internal_value=0 0.00144674 0.00278357 0.00108678 0.0022304 0.00137418 0.00241952 0.00288457 0.00285416 0.00166552 0.00288867 0.00291096 0.00252792 0.00241207 0.00252885 0.00265313 0.0028558 0.00299322 0.00296666 0.00268722 0.00286302 0.00275868 0.00257166 0.00285384 0.000366635
internal_weight=0 537 2362 368 169 263 513 1849 1765 185 1683 1622 444 330 274 222 138 1053 1001 106 114 569 192 377 105
internal_count=2899 537 2362 368 169 263 513 1849 1765 185 1683 1622 444 330 274 222 138 1053 1001 106 114 569 192 377 105
is_linear=0
shrinkage=0.00265391


Tree=1994
num_leaves=14
num_cat=0
split_feature=2 4 12 4 4 1374 151 3 457 475 0 4 42
split_gain=2.21905 3.36493 2.76588 1.63602 2.54123 1.55668 1.7581 5.73882 1.43368 1.1981 1.21898 1.19235 0.935928
threshold=-0.14847999999999997 0.31392000000000003 1.0000000180025095e-35 0.42642000000000008 0.51292000000000015 0.088460000000000011 0.0048400000000000014 -0.076289999999999983 0.091935000000000017 0.036560000000000002 -0.063819999999999988 -0.0062699999999999987 0.087005000000000013
decision_type=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 11 -2 -12
right_child=1 2 -4 4 -6 -7 7 -9 -10 -11 12 -13 -14
leaf_value=0.0039418996983433732 0.0016886239850682338 -0.00048875028531705918 -0.0020946529721956406 0.0039262641043566037 0.00054892215989310199 0.0038767701732114572 0.0030574351951225477 -0.0025480638354311099 0.003750469699514339 0.0033426437808697735 0.00066395651068956794 0.0023634155766936666 0.001915895450956663
leaf_weight=69 1288 73 54 53 94 56 56 55 60 76 241 578 146
leaf_count=69 1288 73 54 53 94 56 56 55 60 76 241 578 146
internal_value=0 0.00170306 0.000404267 0.00101824 0.0017675 0.00184224 0.00179661 0.00027875 0.00186708 0.00181851 0.00176704 0.00189771 0.0011366
internal_weight=0 2830 274 220 147 2556 2500 111 2389 2329 2253 1866 387
internal_count=2899 2830 274 220 147 2556 2500 111 2389 2329 2253 1866 387
is_linear=0
shrinkage=0.0123264


Tree=1995
num_leaves=18
num_cat=0
split_feature=4 2 0 4 160 43 4 0 0 376 16 1455 14 0 13 130 13
split_gain=2.98627 2.71357 1.90274 3.93903 1.68177 1.45756 2.05309 1.34116 1.3148 1.08022 1.06589 1.05458 1.4763 0.856944 0.832591 0.792949 0.706658
threshold=0.27258000000000004 0.14253500000000002 0.019150000000000004 0.41823000000000005 -0.54784999999999984 0.056805000000000008 -0.082274999999999987 0.12429000000000001 -0.09466999999999999 0.084435000000000024 -0.042884999999999993 0.10548500000000001 0.026890000000000004 -0.14076499999999997 -0.065539999999999987 1.0000000180025095e-35 -0.026489999999999996
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 -1 7 -7 9 -8 11 13 12 -6 -5 -10 -16 -2
right_child=2 -3 -4 10 5 6 8 -9 14 -11 -12 -13 -14 -15 15 -17 -18
leaf_value=0.0031717952360189802 -0.00012745573506820163 -0.00045070603495736051 -0.0015004676039024896 0.0010135703741455183 0.0013364829306753349 0.0040818523864936508 0.0029642666117627413 -0.0002787638209649995 0.0021038858105298765 0.002896022454169108 0.00029749697724831088 0.0027677739346675849 -0.00036601338752726705 0.002797785983201643 -0.0002040807194325583 0.0016246978227906043 -0.001925926449283958
leaf_weight=68 53 91 57 52 1842 53 74 61 80 54 53 59 63 86 61 53 52
leaf_count=68 53 91 57 52 1842 53 74 61 80 54 53 59 63 86 61 53 52
internal_value=0 0.0014045 0.00033013 0.000683038 0.00147295 0.00142477 0.00211183 0.00131863 0.0017218 0.00136697 0.00161946 0.00132487 0.00128012 0.00212632 0.00124727 0.000645116 -0.00101924
internal_weight=0 2559 353 296 2468 2400 321 2079 268 2018 191 1964 1905 138 194 114 105
internal_count=2912 2559 353 296 2468 2400 321 2079 268 2018 191 1964 1905 138 194 114 105
is_linear=0
shrinkage=0.0109455


Tree=1996
num_leaves=15
num_cat=0
split_feature=2 1375 96 160 47 12 8 12 40 2 42 159 0 2
split_gain=2.33318 1.83835 1.58455 1.3431 1.41115 1.81761 1.72473 1.63393 2.08324 1.48236 2.10157 1.34744 1.04334 1.31359
threshold=0.13554000000000002 -0.093609999999999985 0.083810000000000009 -0.5444199999999999 0.077065000000000008 0.098455000000000015 0.084325000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088820000000000024 0.087825000000000014 0.11396500000000001 -0.029849999999999998 0.15616000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 9 7 8 -5 10 -6 -9 13 -2
right_child=12 2 -4 4 5 -7 -8 11 -10 -11 -12 -13 -14 -15
leaf_value=-0.00070924647229887445 -0.00034733847465089654 0.0027772865058133577 -0.00063349238247548437 0.00093071715300168452 0.0039621797481169691 0.00024514468466846606 -0.0009186758640857167 0.0013448307452684847 -0.0016652288713735323 0.001213312107115015 0.001477627879362392 -0.00021144646083273182 -0.0013086598091419652 0.0017194885080361545
leaf_weight=64 103 76 57 141 106 69 52 1810 56 103 76 75 59 65
leaf_count=64 103 76 57 141 106 69 52 1810 56 103 76 75 59 65
internal_value=0 0.00119641 0.00124299 0.00128475 0.00123911 0.00190548 0.00112851 0.0011797 0.000192166 0.00230704 0.00292534 0.00128285 -5.37462e-06 0.000451603
internal_weight=0 2685 2621 2564 2488 354 2134 2082 197 285 182 1885 227 168
internal_count=2912 2685 2621 2564 2488 354 2134 2082 197 285 182 1885 227 168
is_linear=0
shrinkage=0.0113877


Tree=1997
num_leaves=32
num_cat=0
split_feature=1 52 4 2 2 15 150 2 150 14 1 52 15 1 160 13 133 1 15 4 15 4 155 133 160 160 42 4 13 160 2
split_gain=105.901 16.0358 14.6122 10.9605 9.04331 8.38564 14.0948 7.21629 6.47278 5.50176 4.49121 3.91434 3.57252 4.41446 3.50991 2.7202 2.24219 2.24362 2.14919 1.73081 3.34195 3.31607 1.46451 1.39948 1.19892 2.12723 1.42876 1.12757 1.10109 1.08842 0.548166
threshold=0.10921500000000002 -0.24334999999999998 0.31392000000000003 0.14744000000000002 0.089945000000000011 -0.24511999999999998 0.084800000000000014 1.0000000180025095e-35 0.082085000000000019 -0.41992499999999994 0.085720000000000005 -0.45635499999999996 -0.10328999999999998 0.088470000000000007 0.086035000000000014 0.098240000000000008 0.047685000000000005 0.076160000000000019 -0.24511999999999998 -0.0064399999999999987 0.085550000000000015 0.0040650000000000009 0.09198000000000002 -0.14785999999999996 -0.015149999999999999 -0.086284999999999987 0.084145000000000011 0.6214050000000001 -0.016319999999999998 -0.083654999999999993 0.086755000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 10 9 7 -7 11 -3 16 22 -13 15 19 -14 17 23 -5 20 -12 -21 -6 -1 25 -18 30 -11 -22 -25 -26
right_child=1 3 -4 18 8 6 -8 -9 -10 27 14 12 13 -15 -16 -17 24 -19 -20 21 28 -23 -24 29 26 -27 -28 -29 -30 -31 -32
leaf_value=0.0031497218956788764 0.0026439390079382756 0.0016384094729532716 0.0014139829539889471 0.00092542476415119078 0.0031392612080298299 0.0026200751470202271 0.00076256634830911777 0.0015863470789940941 0.0018373825433184721 0.00045226292633214455 0.0021456640107621688 0.0028385847319146998 0.0024709031671377238 0.0016893102739584038 0.0019807701808902314 0.0019601974903385106 0.0027682732297977328 0.0033054469808704435 0.00025252465952489028 0.0033079185824507712 0.0025686232321000778 0.0024621394065413929 0.0026433322105925213 0.0031143838574597365 0.0024427387772466896 0.0022033426520477639 0.0030239150483085606 0.00095185280599507829 0.0029450406908572684 0.0027348955564810307 0.0027849494865160754
leaf_weight=81 53 56 62 54 60 83 60 74 99 52 95 100 507 54 58 69 91 80 56 53 141 55 84 53 54 68 96 53 68 284 59
leaf_count=81 53 56 62 54 60 83 60 74 99 52 95 100 507 54 58 69 91 80 56 53 141 55 84 53 54 68 96 53 68 284 59
internal_value=0 0.00138775 0.00256647 0.00125127 0.00259741 0.00144565 0.0017542 0.002133 0.0024209 0.00102962 0.00272594 0.00248696 0.00241529 0.00234806 0.00253623 0.00240977 0.00282887 0.00293456 0.000583091 0.00261436 0.00252082 0.00287744 0.00285015 0.00286352 0.00268576 0.00252683 0.00280654 0.000704681 0.00269122 0.00279465 0.00262164
internal_weight=0 541 2371 488 2309 378 217 157 973 161 1336 874 730 630 470 576 866 498 110 412 304 108 144 418 368 159 209 105 209 337 113
internal_count=2912 541 2371 488 2309 378 217 157 973 161 1336 874 730 630 470 576 866 498 110 412 304 108 144 418 368 159 209 105 209 337 113
is_linear=0
shrinkage=0.00240373


Tree=1998
num_leaves=14
num_cat=0
split_feature=3 3 30 132 0 14 15 15 3 3 2 15 16
split_gain=2.01311 2.18286 1.80106 1.43399 2.0364 1.99434 2.42769 1.51432 1.08837 2.76492 1.0144 0.611883 0.636893
threshold=0.31351000000000001 0.41720500000000005 0.086220000000000019 0.082230000000000011 -0.061204999999999989 -0.13131999999999996 -0.24511999999999998 -0.14051999999999998 0.12745000000000004 0.10402500000000002 0.087925000000000017 0.079600000000000018 -0.013049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 11 -1 -7 10 9 -9 -8 12 -5
right_child=1 -3 -4 4 -6 6 7 8 -10 -11 -12 -13 -14
leaf_value=0.0026804047227033168 -0.00186946763234494 0.00099990305859596154 -0.00073349781414643468 -0.00049626658082932147 -0.0014514637947643479 -0.00073575613270799971 0.0032068758547507447 0.0011085746143726727 0.0023001123321936502 -0.0010509870596077269 0.0013437803522803214 0.0014899906493857323 0.0011019301276602006
leaf_weight=87 54 59 60 53 54 75 61 2069 76 65 64 82 53
leaf_count=87 54 59 60 53 54 75 61 2069 76 65 64 82 53
internal_value=0 -0.000370326 0.00103314 0.00107188 0.000313183 0.00114537 0.00108991 0.0011486 0.00108603 0.00104274 0.00225385 0.000820635 0.000301793
internal_weight=0 113 2799 2739 242 2497 2410 2335 2210 2134 125 188 106
internal_count=2912 113 2799 2739 242 2497 2410 2335 2210 2134 125 188 106
is_linear=0
shrinkage=0.0103142


Tree=1999
num_leaves=21
num_cat=0
split_feature=4 2 39 3 14 0 15 2 457 2 2 4 3 0 160 150 159 11 47 133
split_gain=139.652 38.9888 24.5037 8.2155 8.0181 8.01375 6.06718 5.34837 6.94426 5.22092 5.47954 3.16453 2.59091 2.20373 1.83291 1.77252 1.49772 1.31907 1.29523 0.932501
threshold=0.31392000000000003 0.14561000000000004 0.0047850000000000011 0.15217000000000003 -0.45687499999999998 -0.10185499999999999 -0.41725999999999991 0.089945000000000011 0.056920000000000005 -0.0050599999999999994 0.095105000000000009 -0.082099999999999992 0.12168500000000002 -0.083514999999999992 0.011825000000000002 0.086765000000000023 0.08894500000000001 0.08184000000000001 0.089785000000000018 -0.088899999999999993
decision_type=2 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 12 -7 13 11 -4 -11 17 -6 15 -13 18 19 -9 -1 -15
right_child=4 -3 9 -5 5 6 -8 8 -10 10 -12 14 -14 16 -16 -17 -18 -19 -20 -21
leaf_value=0.0029762565661493449 0.0016868833944125331 0.00086146115471229321 0.0011307266499318302 0.0017473276585299334 0.0014566421724776265 0.00067852181759339367 -0.0003647785603044109 0.0030929992327474094 0.0018007501269523712 0.002677432135267195 0.0016894164949839297 0.0024795147221260889 0.00074048224915050957 0.0030072249973772235 0.0028023337437675707 0.0025299276943569773 0.002319831392080556 0.0026540564801206062 0.0026751479659416271 0.0026972807888193421
leaf_weight=619 59 78 52 54 70 91 53 107 66 52 97 502 54 69 136 73 58 69 102 451
leaf_count=619 59 78 52 54 70 91 53 107 66 52 97 502 54 69 136 73 58 69 102 451
internal_value=0 0.00256904 0.00262216 0.00269375 0.000868323 0.00068802 0.000294348 0.00271643 0.0025669 0.00180075 0.0020344 0.00262898 0.00114498 0.00281232 0.00254837 0.00289661 0.0026965 0.00292106 0.0029337 0.00273846
internal_weight=0 2585 2507 2306 327 268 144 2252 880 201 149 814 124 1372 638 794 578 176 721 520
internal_count=2912 2585 2507 2306 327 268 144 2252 880 201 149 814 124 1372 638 794 578 176 721 520
is_linear=0
shrinkage=0.0024518


Tree=2000
num_leaves=14
num_cat=0
split_feature=49 121 49 11 2 43 13 0 1 1 34 1453 11
split_gain=1.7651 1.64113 1.99491 1.98314 1.2151 1.69655 1.93867 1.55853 1.49324 2.46154 1.90651 1.84318 2.02486
threshold=-0.23648999999999995 -0.070209999999999981 -0.14305499999999996 0.093845000000000026 0.10523 -0.095964999999999981 0.05889500000000001 -0.037444999999999992 0.11039500000000001 0.11779500000000002 -1.0000000180025095e-35 -0.077314999999999981 0.079225000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 8 -6 7 -7 11 -10 -11 -4 -13
right_child=1 2 3 -5 5 6 -8 -9 9 10 -12 12 -14
leaf_value=0.0034454166009218212 0.0033247709480133504 -0.0010875344767988695 -0.0005809820937229559 -0.0009416402094678325 0.0026590968305320721 0.00053344502223587266 -0.0015140440465753972 0.0026604429825053868 0.0046292579212607902 -0.00032157599965387899 0.0026409966038940186 0.0014355696134908268 -0.00098573695851360103
leaf_weight=54 54 59 77 64 64 413 62 60 55 52 90 1786 54
leaf_count=54 54 59 77 64 64 413 62 60 55 52 90 1786 54
internal_value=0 0.00119477 0.00115417 0.00120185 0.00125246 0.000761907 0.000534708 0.000803533 0.00139139 0.0024141 0.00155518 0.00128623 0.00136444
internal_weight=0 2890 2836 2777 2713 599 535 473 2114 197 142 1917 1840
internal_count=2944 2890 2836 2777 2713 599 535 473 2114 197 142 1917 1840
is_linear=0
shrinkage=0.0123264


Tree=2001
num_leaves=29
num_cat=0
split_feature=1 1 3 3 2 2 1 2 3 1447 15 11 1 15 49 51 457 2 15 3 49 42 48 49 11 3 1 48
split_gain=80.6148 15.9552 11.6553 10.4257 8.36885 7.16499 4.26509 4.39448 3.3295 3.30054 3.17206 3.0983 7.30282 2.61576 1.97037 1.73397 1.66784 3.16858 2.48992 1.44399 1.70941 1.41011 1.25873 1.2384 0.972813 0.908618 0.488919 0.132916
threshold=0.10442000000000001 0.13074500000000003 -0.031895 0.10766000000000002 0.11426500000000002 0.089545000000000013 0.090540000000000023 -0.0050599999999999994 -0.12077499999999998 -0.086009999999999989 -0.075094999999999981 1.0000000180025095e-35 0.08346000000000002 -0.47129499999999996 0.098445000000000019 -0.09522499999999999 0.079020000000000021 0.12173500000000002 -0.087284999999999988 -0.065674999999999983 0.11151500000000002 0.08845500000000002 0.087310000000000013 -0.012224999999999998 1.0000000180025095e-35 -0.012814999999999998 0.094090000000000021 0.10088000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 8 6 9 -8 -2 -1 13 12 14 -3 22 -11 17 18 -4 20 -16 -9 23 -7 25 -17 -23 -24
right_child=1 10 16 -5 -6 11 7 21 -10 15 -12 -13 -14 -15 19 24 -18 -19 -20 -21 -22 26 27 -25 -26 -27 -28 -29
leaf_value=0.0022785895525815753 0.0030721951549341235 0.0014108302620160465 0.0015809180501895183 0.0016339042941495971 0.0016021967567330271 0.0029440937690009472 0.0018623940766312936 0.0028628253398926919 0.0023613518081298988 0.0024507259868686289 0.0015870729052716724 0.0029552796157237557 0.001824960808868637 0.0007882562510155241 0.002109791113594519 0.0028166606788123092 0.0012086972437001257 0.0012034475110811738 0.0022455883707541303 0.0019638731662890083 0.0026480369137987804 0.0023144622971244741 0.0024263841629986052 0.0025770494456954351 0.0031522724755002397 0.0031363849762086624 0.0026067649827585106 0.0022535934332306214
leaf_weight=62 54 56 66 59 62 57 52 78 103 61 75 64 96 102 55 797 52 52 56 52 76 62 59 409 57 52 66 52
leaf_count=62 54 56 66 59 62 57 52 78 103 61 75 64 96 102 55 797 52 52 56 52 76 62 59 409 57 52 66 52
internal_value=0 0.00168531 0.00194186 0.0025935 0.00232193 0.00261914 0.00273062 0.00246419 0.002606 0.00279739 0.00119523 0.00246317 0.00242634 0.00100907 0.00250227 0.00283063 0.00157345 0.00168231 0.00188621 0.00229213 0.00242224 0.00261598 0.00256888 0.002622 0.00285618 0.00283627 0.00246537 0.00234566
internal_weight=0 678 445 2266 219 2207 1287 258 157 1029 233 920 856 158 760 967 226 174 122 183 131 206 577 466 906 849 128 111
internal_count=2944 678 445 2266 219 2207 1287 258 157 1029 233 920 856 158 760 967 226 174 122 183 131 206 577 466 906 849 128 111
is_linear=0
shrinkage=0.00231039


Tree=2002
num_leaves=26
num_cat=0
split_feature=4 4 52 52 48 52 48 151 15 51 4 4 15 483 39 1429 130 4 4 4 15 15 457 15 156
split_gain=1.61172 2.30687 2.51911 1.68325 2.886 2.28141 1.93957 1.79899 1.3998 1.9514 1.78158 3.5126 2.11968 1.09012 1.42672 1.48706 0.98677 0.946315 1.28 0.937123 1.34622 1.01263 0.660195 0.578578 0.327585
threshold=0.25367000000000006 0.51973500000000017 0.042815000000000006 -0.092084999999999986 -0.066029999999999991 -0.082174999999999984 0.085790000000000019 -0.079329999999999984 0.043560000000000008 0.092720000000000011 -0.011369999999999998 -0.16236499999999995 -0.012189999999999998 1.0000000180025095e-35 0.0095750000000000019 0.084515000000000021 -1.0000000180025095e-35 -0.000195 -0.040394999999999993 0.40996000000000005 -0.43091499999999999 -0.22805999999999996 0.041025000000000006 -0.070974999999999983 0.086695000000000008
decision_type=2 2 2 2 2 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 13 -5 6 -6 22 10 16 11 -9 -12 14 15 17 -10 18 24 -2 -21 -22 -7 -20 -1
right_child=1 -3 -4 4 5 7 -8 8 9 -11 12 -13 -14 -15 -16 -17 -18 -19 23 20 21 -23 -24 -25 -26
leaf_value=0.0021440711123902026 -0.0016723629946484668 0.0019844590233292691 0.0018668851914402499 0.0034777145612027035 -0.0017848835079138732 0.0015822502608374932 0.00082789335553465923 0.0011276472995554929 0.0018748739861470952 0.0031985070969493099 0.00064080369301251652 -0.0019041803692686067 0.0029155920444199723 0.00040544210096286085 0.0033774173370734314 0.0033360077999430244 0.00092125172065438393 0.0025023154794006314 0.0010766351109499619 0.0012224855838996467 -0.0018053726961800496 9.0759239547132133e-05 0.0030337885623855226 -0.00033338218437294764 0.0012546974161011014
leaf_weight=100 59 86 66 53 63 92 68 89 150 53 432 87 53 70 61 52 758 74 65 59 57 75 60 69 93
leaf_count=100 59 86 66 53 63 92 68 89 150 53 432 87 53 70 61 52 758 74 65 59 57 75 60 69 93
internal_value=0 0.000426245 1.81124e-06 0.00115794 0.00100698 0.000938185 -0.000427758 0.00103912 0.000934383 0.00119593 0.000553956 -0.000370389 0.000889625 0.00166386 0.00183501 0.00162706 0.00107891 0.00140517 0.00115653 -0.00049011 -0.000124312 -0.000727157 0.00215598 0.000349727 0.00171611
internal_weight=0 402 316 2542 1958 1905 131 1774 1622 961 661 176 485 584 514 453 908 401 327 250 191 132 152 134 193
internal_count=2944 402 316 2542 1958 1905 131 1774 1622 961 661 176 485 584 514 453 908 401 327 250 191 132 152 134 193
is_linear=0
shrinkage=0.0107308


Tree=2003
num_leaves=31
num_cat=0
split_feature=1 52 10 12 12 12 12 1 11 52 14 151 15 151 51 39 160 16 42 160 2 15 16 16 52 42 52 52 402 52
split_gain=111.744 27.7408 16.108 10.192 10.0582 7.812 5.83638 5.67809 5.08713 4.1923 5.91115 4.94339 3.32988 3.16876 1.97541 1.96028 1.70474 1.64953 1.64591 1.15725 1.28385 1.43 1.1418 2.56865 2.24248 2.60653 1.35827 1.31797 1.01834 0.582552
threshold=0.10442000000000001 -0.40011499999999994 -0.36237499999999995 0.088325000000000015 0.056995000000000011 0.098785000000000012 0.093125000000000013 0.087545000000000026 1.0000000180025095e-35 -0.068039999999999975 -1.0000000180025095e-35 -0.0032449999999999996 -0.089604999999999976 -0.0068399999999999989 -0.095009999999999983 0.090310000000000015 -0.021669999999999998 -0.49353499999999995 0.11466000000000001 -0.52850499999999989 0.08895500000000002 -0.011749999999999998 -0.088824999999999987 -0.073309999999999986 -0.021309999999999996 0.087970000000000007 -0.40492999999999996 0.042815000000000006 -0.071209999999999982 -0.010034999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 9 7 -5 8 15 14 12 -11 -12 -4 -9 -6 16 -1 -13 22 -16 29 -22 27 -24 26 -26 -25 -8 -20 -21
right_child=1 2 3 5 6 -7 18 13 -10 10 11 17 -14 -15 19 -17 -18 -19 28 20 21 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0026587212519433596 0.0031454177964791185 9.2692152852542052e-05 0.00047673928331158774 0.0029960832305984484 0.0025931639919555666 0.0017306196790067962 0.0022940232942989173 0.0017675349266417022 0.0037504486861974461 0.002266505372933071 0.0019842432706433468 0.0014446348101437364 0.0014065170081760297 0.0024812084625824415 0.0027569647235236331 0.0024028643660978029 0.0032684649517316822 0.00089193454557017296 0.0027297563922594305 0.0032755881939455752 0.0030956791875054578 0.0026985150650420441 0.0032914748241014988 0.0027952404249857428 0.002198690541495778 0.0028739552176362238 0.0033135286688107052 0.0028934131353744131 0.0022132969409645741 0.0031109134592793132
leaf_weight=57 81 53 52 57 63 87 52 77 79 67 65 64 57 103 75 53 77 95 58 219 170 105 96 79 72 93 67 53 52 566
leaf_count=57 81 53 52 57 63 87 52 77 79 67 65 64 57 103 75 53 77 95 58 219 170 105 96 79 72 93 67 53 52 566
internal_value=0 0.00168772 0.00148989 0.00162596 0.0029159 0.00223173 0.0029937 0.00251321 0.00309658 0.00140781 0.00157425 0.00136707 0.000963213 0.00217607 0.00305344 0.00283758 0.00300931 0.00111458 0.00278244 0.00307897 0.00310172 0.00294414 0.0028461 0.00291034 0.0027926 0.00257947 0.00303328 0.00259684 0.00248587 0.00315689
internal_weight=0 678 597 544 2266 144 1899 367 1277 400 291 224 109 180 1198 187 134 159 622 1135 1060 275 512 407 311 165 146 105 110 785
internal_count=2944 678 597 544 2266 144 1899 367 1277 400 291 224 109 180 1198 187 134 159 622 1135 1060 275 512 407 311 165 146 105 110 785
is_linear=0
shrinkage=0.00265391


Tree=2004
num_leaves=28
num_cat=0
split_feature=1 52 2 2 10 3 0 43 3 3 40 2 1 3 1 52 43 2 48 11 3 402 0 4 2 4 15
split_gain=65.7806 19.9528 12.6999 9.88863 6.96467 6.21857 6.92411 9.96647 4.9197 4.6283 4.4613 4.30551 6.74905 1.94956 2.20898 2.07636 1.86523 1.59407 1.58472 1.56415 1.29236 1.25575 1.17259 0.985927 1.75335 0.784277 0.282174
threshold=0.10442000000000001 -0.40011499999999994 1.0000000180025095e-35 -1.0000000180025095e-35 -0.008564999999999998 0.10766000000000002 0.040570000000000002 -0.013934999999999998 0.085880000000000012 0.15217000000000003 -0.062739999999999976 0.08895500000000002 0.083670000000000008 -0.016294999999999994 0.090540000000000023 -0.023079999999999996 -0.081744999999999984 0.097845000000000015 0.086840000000000014 1.0000000180025095e-35 -0.078884999999999997 0.089785000000000018 -0.108275 0.022635000000000006 0.097375000000000003 0.049545000000000006 0.097125000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 11 -8 10 -10 -4 13 16 14 19 -15 23 -14 -11 21 -16 -1 -18 24 -13 -24 -22
right_child=1 2 8 -5 -6 -7 7 -9 9 18 -12 12 17 15 20 -17 22 -19 -20 -21 26 -23 25 -25 -26 -27 -28
leaf_value=0.0021527634301579529 0.0023229824189837252 0.0017232370018199212 0.00081497622534077449 0.0020693890575308981 0.00052628520370161529 0.00122206555552876 0.00065209762409924226 0.0020748991845748453 0.0014395882067796111 0.00093568767417466449 1.0972620987390058e-05 0.0021427888915561853 0.0010373658262455292 0.0021795214143933038 0.0017030476621101623 0.0028810736154622164 0.0023104662835680546 0.0016653308564459051 0.0003166783235949883 0.0026308692823219515 0.0022410716832726948 0.0024485831460361799 0.0019697094839761578 0.001954811149010248 0.0026607494632051401 0.001714939712131011 0.0019745287146916307
leaf_weight=724 81 52 83 96 81 59 54 79 79 54 98 131 52 57 94 54 54 54 54 57 57 109 340 69 64 105 53
leaf_count=724 81 52 83 96 81 59 54 79 79 54 98 131 52 57 94 54 54 54 54 57 57 109 340 69 64 105 53
internal_value=0 0.00113474 0.000973472 0.00144521 0.000994471 0.00204049 0.00206236 0.00149743 0.000679844 0.000970105 0.00037981 0.00209857 0.00196142 0.00219746 0.0021646 0.00252106 0.00204528 0.00135753 0.000626435 0.00221967 0.00192418 0.0021915 0.00195309 0.00221943 0.00231293 0.00190966 0.00211289
internal_weight=0 678 597 229 133 2266 2207 133 368 187 181 2074 869 1205 1094 111 763 106 108 890 204 833 499 264 195 445 110
internal_count=2944 678 597 229 133 2266 2207 133 368 187 181 2074 869 1205 1094 111 763 106 108 890 204 833 499 264 195 445 110
is_linear=0
shrinkage=0.00255085


Tree=2005
num_leaves=29
num_cat=0
split_feature=3 160 41 156 13 1 2 4 2 2 151 3 42 52 42 4 16 16 1 16 2 475 52 3 1 52 16 16
split_gain=2.73606 1.97294 1.62315 1.61242 2.00458 2.23399 2.61736 2.32318 1.80583 1.70756 1.48349 1.85645 2.71959 1.80128 2.87347 1.86326 0.973982 1.06667 0.967414 1.14716 0.887879 1.48001 0.880013 0.906498 0.752194 0.476724 0.442618 0.415426
threshold=-0.024819999999999998 0.092280000000000015 0.082560000000000008 0.098800000000000013 -0.47365999999999991 0.13991000000000003 0.096780000000000019 -0.010764999999999999 1.0000000180025095e-35 0.11666500000000002 0.015440000000000001 -0.094654999999999975 0.086855000000000016 -0.54533999999999982 -0.044384999999999994 0.012315000000000001 0.064455000000000012 -0.0092499999999999978 0.095920000000000019 -0.013049999999999997 0.11263500000000001 -0.075554999999999983 0.0062600000000000008 -0.082004999999999981 0.10482000000000001 -0.060344999999999996 0.40518500000000007 -0.13895999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 4 -2 6 7 -6 -9 24 11 12 13 -1 25 -16 17 18 19 -13 21 -18 23 -19 -8 -15 -23 -11
right_child=1 -3 -4 -5 5 -7 9 8 -10 27 -12 16 -14 14 15 -17 20 22 -20 -21 -22 26 -24 -25 -26 -27 -28 -29
leaf_value=0.0020329031527241172 0.0022253564693562162 0.0023932627621167778 0.0030516547874156904 0.0020498460149469809 -0.0022031526579816435 -0.0022750776834767079 0.0011044648573174446 0.0013802410929299777 -0.0012829171050246901 0.00061438367573554329 0.0028687056486537488 0.0015491401124964504 0.0027347747170185059 3.4361996320089898e-05 -0.0023977292072144803 0.00020574377481140577 0.0017659275271421978 0.0019822097737756061 0.00026641701173471392 -0.00017408919945058565 0.0018020296058167144 -0.0012107032152565817 0.0010605677440784303 0.0037259978585785412 0.0028946352314572188 0.0014009620010897407 0.0002108417368315354 -0.00079536307055435283
leaf_weight=56 54 66 70 63 90 58 72 77 62 59 74 953 63 54 92 62 59 107 102 55 71 58 66 65 57 96 60 54
leaf_count=56 54 66 70 63 90 58 72 77 62 59 74 953 63 54 92 62 59 107 102 55 71 58 66 65 57 96 60 54
internal_value=0 0.000480094 0.00131054 0.000284439 9.34536e-05 -0.000123935 0.000140698 -0.000749109 0.000191465 0.000983218 0.00125224 0.00119294 0.000508318 0.000118343 -0.000233931 -0.00134877 0.00137431 0.00149747 0.00134588 0.00145499 0.000704385 0.000263387 0.00220392 0.00264192 0.00189643 0.000909813 -0.000486833 -5.82033e-05
internal_weight=0 712 2163 646 583 529 471 229 139 242 2093 2019 423 360 304 154 1596 1348 1110 1008 248 177 238 172 129 150 118 113
internal_count=2875 712 2163 646 583 529 471 229 139 242 2093 2019 423 360 304 154 1596 1348 1110 1008 248 177 238 172 129 150 118 113
is_linear=0
shrinkage=0.0116154


Tree=2006
num_leaves=31
num_cat=0
split_feature=3 3 123 13 151 3 3 3 48 10 3 160 13 40 160 11 130 13 3 3 13 3 481 402 150 156 483 480 3 3
split_gain=85.1876 27.1046 22.5814 7.68305 7.39141 6.35776 6.20276 7.07337 4.61304 4.40368 4.13095 3.76358 3.39798 3.09201 2.45528 1.96302 1.75443 2.07156 1.48405 1.4376 1.42477 1.10394 1.01515 0.979059 0.864727 0.889887 0.780031 0.53019 0.368735 0.206094
threshold=-0.063264999999999988 0.30863500000000005 0.080635000000000012 -0.077034999999999978 -1.0000000180025095e-35 0.11878500000000002 -0.14719499999999996 -0.090264999999999998 0.093225000000000016 -1.0000000180025095e-35 0.040040000000000006 -1.0000000180025095e-35 0.0035100000000000005 -0.081079999999999985 -0.060659999999999992 1.0000000180025095e-35 -0.004089999999999999 0.069860000000000019 0.093925000000000022 -0.08916499999999998 -0.42246499999999992 -0.23936999999999997 -0.051484999999999996 -0.0063199999999999992 0.084360000000000004 0.087645000000000015 -0.070454999999999976 0.083685000000000009 -0.087359999999999979 0.10514500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -1 -8 14 -4 11 -2 -13 -11 19 16 28 -18 -12 -6 -3 -17 27 -24 26 -26 -25 -9 -16 -20
right_child=1 20 9 4 8 -7 7 22 -10 13 18 12 -14 -15 15 21 17 -19 29 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0037538122681403936 0.0017088911217824556 0.0010439260030876889 0.00090517582689606359 0.0019840277281059893 0.0022705730437896422 0.001817679363983155 0.0021187929117373419 0.0030901276338382334 0.0021053929346954042 0.0020638121714860575 0.0030349049387808679 0.0021915440933172681 0.0029765867629988328 0.001345746648326469 0.0029542559024320278 0.0034686883903958525 0.0028203113750052762 0.0023107119917450043 0.0025046518593593394 0.002772624295690342 0.00047481024208612457 0.0029470205107411428 0.0033192269079118297 0.0032124494814742958 0.0034010335859817249 0.0029400737211031439 0.0028846953626118247 0.0033906788816433549 0.0031900210155683438 0.0027213559973237149
leaf_weight=72 54 59 68 76 70 97 55 82 58 69 85 94 55 83 105 52 510 56 68 75 52 52 57 53 55 53 405 73 77 55
leaf_count=72 54 59 68 76 70 97 55 82 58 69 85 94 55 83 105 52 510 56 68 75 52 52 57 53 55 53 405 73 77 55
internal_value=0 0.00192908 0.00210462 0.00287614 0.00273849 0.00239455 0.00304814 0.00298712 0.00279281 0.00143502 0.00253063 0.00227611 0.0024815 0.00167189 0.00283278 0.0028842 0.00283913 0.00276994 0.0027789 0.00253044 0.000777554 0.00320811 0.00304847 0.0030028 0.00297089 0.00317507 0.00292268 0.00323185 0.00305415 0.00260177
internal_weight=0 839 728 2036 1131 508 905 833 1055 220 411 203 149 152 997 852 748 566 208 145 111 104 778 623 566 108 458 155 182 123
internal_count=2875 839 728 2036 1131 508 905 833 1055 220 411 203 149 152 997 852 748 566 208 145 111 104 778 623 566 108 458 155 182 123
is_linear=0
shrinkage=0.00250084


Tree=2007
num_leaves=23
num_cat=0
split_feature=1 3 3 3 16 1 3 4 150 52 16 124 3 15 3 3 4 16 3 3 131 52
split_gain=135.849 30.9781 14.613 13.6584 11.9381 8.43518 6.47112 6.27103 5.71079 4.35385 4.09138 4.08101 3.61559 2.73751 2.52218 4.72601 6.08237 2.22824 2.21312 2.01399 1.19384 0.557531
threshold=0.10404000000000001 -0.036264999999999992 -0.026279999999999998 0.3148450000000001 -0.20132999999999998 0.087225000000000011 0.090170000000000014 0.053330000000000009 1.0000000180025095e-35 1.0000000180025095e-35 -0.11082499999999999 -0.081534999999999982 -0.14539499999999997 -0.073274999999999993 -0.16270999999999997 -0.14186499999999996 -0.098074999999999982 0.035560000000000008 0.13772500000000001 0.091085000000000013 0.089305000000000009 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 6 -2 19 11 10 -7 13 -1 -3 -6 -9 -12 -16 -17 -18 -8 21 -14 -4
right_child=1 3 5 -5 12 8 18 9 -10 -11 14 -13 20 -15 15 16 17 -19 -20 -21 -22 -23
leaf_value=0.0041598033802588861 0.0017970541451214795 0.0018075641101018081 0.003351159993305292 0.00042379889890328495 0.0037444711010725896 0.0028127919151799499 0.0025227863249172714 0.0031385475676572951 0.0016840515649109442 0.0035289024399694918 0.0029897071744572103 0.00094118010095774413 0.0025467667409207881 0.002256483927654263 0.0044163003888582734 0.0026092385803156435 0.0036336233241554094 0.0033154537436540536 0.0017785343919583425 0.0028896814591094703 0.0031510126990685655 0.0037680328111541869
leaf_weight=99 76 88 57 85 59 103 76 58 58 93 63 92 53 59 54 55 1202 217 59 58 57 54
leaf_count=99 76 88 57 85 59 103 76 58 58 93 63 92 53 59 54 55 1202 217 59 58 57 54
internal_value=0 0.00193903 0.00343608 0.00144616 0.00274358 0.0028776 0.00172194 0.00353307 0.00240636 0.00306389 0.00359135 0.00136492 0.00316906 0.00269401 0.00355596 0.00357929 0.0035486 0.00358499 0.00219775 0.00332635 0.00286015 0.00355424
internal_weight=0 645 2230 400 245 330 315 1900 161 210 1690 180 169 117 1591 1528 1474 1419 135 169 110 111
internal_count=2875 645 2230 400 245 330 315 1900 161 210 1690 180 169 117 1591 1528 1474 1419 135 169 110 111
is_linear=0
shrinkage=0.00287267


Tree=2008
num_leaves=21
num_cat=0
split_feature=4 2 124 2 2 2 0 0 4 0 0 11 0 14 0 49 2 4 155 51
split_gain=197.965 77.4485 44.5735 17.0657 16.5903 16.4453 11.8017 10.0516 7.45277 14.9185 6.71459 5.14377 7.04281 4.18863 4.27867 2.51039 2.34238 1.73742 1.49522 1.61401
threshold=0.31392000000000003 0.14253500000000002 -0.048219999999999992 0.14870000000000003 -1.0000000180025095e-35 0.10060500000000001 -0.12851999999999997 -0.076734999999999984 -0.17568999999999999 -0.060094999999999989 -0.22745499999999999 1.0000000180025095e-35 -0.10934999999999999 -0.46226499999999993 -0.18713499999999997 0.10322500000000003 -0.047824999999999993 -0.036839999999999991 0.11245500000000001 -0.023324999999999995
decision_type=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 -1 7 -7 10 -9 17 -4 12 -12 -2 -15 18 -16 -10 19 -8
right_child=3 -3 5 -5 -6 6 15 8 9 -11 11 -13 -14 14 16 -17 -18 -19 -20 -21
leaf_value=0.00099199515774113208 0.0022851830240377441 0.0010982343006535509 0.003110187898958562 6.9114352359543584e-06 0.0029135912351876199 0.0023313520730913954 0.0031038103031877408 0.0041663451045328339 0.0037549757219002937 0.0021612443054357037 0.0032708231438556964 0.0047002530430144476 0.0040368573745876851 0.0020542151559320753 0.001636995414461285 0.0030940728835307284 0.00091673213299085408 0.0032180808436193557 0.0040144187227721135 0.0036527287788052725
leaf_weight=52 55 88 62 59 90 76 52 93 170 67 95 78 1260 59 53 85 89 61 59 172
leaf_count=52 55 88 62 59 90 76 52 93 170 67 95 78 1260 59 53 85 89 61 59 172
internal_value=0 0.00359419 0.00368303 0.00131986 0.00221011 0.00377278 0.00330363 0.00388322 0.00349619 0.00328695 0.00398442 0.00402222 0.00398317 0.00162235 0.00144083 0.00350435 0.00118577 0.00361332 0.00362748 0.00352543
internal_weight=0 2560 2472 315 142 2330 444 1886 391 298 1495 1433 1355 256 201 368 142 231 283 224
internal_count=2875 2560 2472 315 142 2330 444 1886 391 298 1495 1433 1355 256 201 368 142 231 283 224
is_linear=0
shrinkage=0.00270699


Tree=2009
num_leaves=32
num_cat=0
split_feature=12 2 2 2 2 4 4 16 14 11 12 4 159 52 0 2 12 52 52 0 12 457 43 52 402 43 16 0 0 4 16
split_gain=89.8136 26.785 14.9443 17.784 16.588 12.0668 8.92765 7.78186 6.33767 5.44176 4.82736 4.72242 4.29198 4.0737 3.23586 2.65031 2.51334 2.39315 2.4213 2.12093 1.99964 1.84591 1.33261 1.29645 1.1119 0.858184 0.784953 0.607191 0.593112 0.574068 0.420245
threshold=0.056995000000000011 0.13631000000000001 0.14253500000000002 0.072175000000000017 0.10406500000000002 0.053330000000000009 -1.0000000180025095e-35 -0.12653999999999996 -0.23083499999999998 1.0000000180025095e-35 0.093185000000000004 -0.021269999999999997 0.082420000000000007 0.0030150000000000008 -0.076734999999999984 0.089545000000000013 -0.081654999999999991 -0.025999999999999995 -0.51296999999999993 -0.062714999999999979 0.099035000000000026 0.064110000000000014 0.058975000000000007 0.098580000000000015 -0.0063199999999999992 -0.071734999999999979 -0.50942999999999994 -0.089044999999999985 -0.071749999999999994 -0.065794999999999979 -0.45743999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 6 12 9 -1 -8 -6 14 -11 -10 15 20 21 -5 -13 18 -16 -4 25 22 24 28 -2 -7 -18 -24 -19 -25 -15
right_child=1 -3 19 4 8 13 7 -9 11 10 -12 16 -14 30 17 -17 26 23 -20 -21 -22 -23 27 29 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.00050570778436970524 0.0032439919902747631 0.0012723814479936688 0.0013099248505165531 0.0029201627640541403 0.0025899234787315666 0.0021470607196890949 0.0011189675936879116 0.0023790271201878333 0.0022764937999132746 0.0038130350533913076 0.0029311901649968918 0.00186306619031591 0.0033262765499705582 0.0029302681585259387 0.0027592004385772278 0.0022713878569736502 0.0014261909225360069 0.0028194618842813683 0.0020135063577863825 0.0006040937681217795 0.0017966076121684927 0.0026109601808123671 0.0029799935131715515 0.002449193014380931 0.0030019880003359111 0.0025965232542412143 0.0010074186139702635 0.0026318859388922327 0.0031508253485567407 0.00279418277028359 0.0026139457592252282
leaf_weight=59 142 67 55 65 52 57 68 56 52 84 73 53 56 56 57 102 53 63 53 52 62 81 54 52 842 52 61 82 80 79 55
leaf_count=59 142 67 55 65 52 57 68 56 52 84 73 53 56 56 57 102 53 63 53 52 62 81 54 52 842 52 61 82 80 79 55
internal_value=0 0.00282878 0.00183614 0.00197344 0.00222022 0.00288029 0.00130713 0.00168824 0.00180422 0.00295805 0.00340318 0.00161754 0.00272564 0.00239986 0.00291394 0.00252407 0.0014122 0.00271332 0.00240015 0.000967154 0.00215699 0.00297806 0.00300459 0.00283894 0.00303694 0.00236173 0.00120235 0.0027703 0.00300503 0.00265744 0.00277377
internal_weight=0 2091 784 677 494 2024 183 124 271 1742 157 219 223 282 1585 167 167 384 110 107 171 1201 1120 274 984 109 114 136 143 131 111
internal_count=2875 2091 784 677 494 2024 183 124 271 1742 157 219 223 282 1585 167 167 384 110 107 171 1201 1120 274 984 109 114 136 143 131 111
is_linear=0
shrinkage=0.00250084


Tree=2010
num_leaves=25
num_cat=0
split_feature=1 2 4 4 49 2 12 14 12 11 1 1 2 0 12 12 1 48 12 12 0 0 1212 0
split_gain=146.673 16.7535 16.2863 15.0295 13.1313 12.5662 8.21919 7.02018 4.07245 5.89739 5.77098 3.93851 4.95943 4.18392 3.8786 3.61194 3.0766 2.44036 2.13961 1.60304 1.47743 1.40412 1.3481 1.04421
threshold=0.10921500000000002 0.14253500000000002 0.38865500000000003 0.26846000000000009 -0.064334999999999989 0.093320000000000014 -1.0000000180025095e-35 0.073890000000000011 0.11878500000000002 1.0000000180025095e-35 0.08864000000000001 0.085410000000000014 0.085865000000000011 -0.070134999999999989 0.085075000000000026 0.082425000000000012 0.12000500000000001 0.087695000000000009 0.092085000000000014 0.089275000000000007 -0.074679999999999983 -0.11742499999999999 0.087575000000000014 -0.061674999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 -2 7 21 11 9 10 18 15 13 19 -6 -1 -5 22 -8 -13 -18 -7 -17 -3
right_child=1 23 -4 16 14 6 8 -9 -10 -11 -12 12 -14 -15 -16 17 20 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0030904312326494286 0.00073874724007077998 0.00046912120176680305 0.0011868499847165013 0.0011418864464145619 0.0016808939365328558 0.0013043906710971738 0.0026441863619413044 0.0032846546376561017 0.0017164689508922261 0.0029962096070752218 0.0015715021739208365 0.0027334213383210389 0.0016624975069290736 0.0018849570341603855 0.0024489534223135398 0.0026641335306153277 0.00024518562566482245 0.002208535351027976 0.0022654542189227246 0.0024180084132920964 0.00080329626484469002 0.0018488935431657061 0.0023956829918215143 3.4445796122103395e-05
leaf_weight=89 58 73 60 79 73 52 119 77 62 75 60 154 52 66 80 713 56 92 324 244 54 59 130 57
leaf_count=89 58 73 60 79 73 52 119 77 62 75 60 154 52 66 80 713 56 92 324 244 54 59 130 57
internal_value=0 0.00102863 0.00242444 0.00127229 0.00171337 0.00245579 0.00219861 0.00257521 0.00230343 0.00236635 0.00227238 0.00253973 0.00236797 0.00244698 0.00208266 0.00262625 0.000779729 0.00258203 0.00236725 0.00254012 0.000519401 0.00159404 0.00262277 0.00027873
internal_weight=0 530 2428 400 211 2368 751 1617 640 578 503 1540 516 464 153 1024 189 935 443 398 110 111 843 130
internal_count=2958 530 2428 400 211 2368 751 1617 640 578 503 1540 516 464 153 1024 189 935 443 398 110 111 843 130
is_linear=0
shrinkage=0.00240373


Tree=2011
num_leaves=24
num_cat=0
split_feature=1 1 14 12 1 12 3 0 12 15 133 13 15 12 15 15 15 52 15 51 483 51 0
split_gain=180.449 20.3733 18.5595 16.2092 14.1269 11.3087 10.0931 6.23889 6.75225 4.51527 4.34719 3.74279 3.04887 2.86349 3.12044 3.29616 2.89209 2.66066 1.77729 1.38259 1.43654 0.988849 0.707568
threshold=0.10921500000000002 0.12313000000000002 0.073890000000000011 0.056995000000000011 0.092395000000000019 0.085075000000000026 -0.0031199999999999995 -0.11991499999999998 0.090285000000000018 -0.26361999999999991 -0.029244999999999997 -1.0000000180025095e-35 -0.43091499999999999 0.11755500000000001 -0.033234999999999994 -0.061499999999999992 0.091435000000000002 -0.068039999999999975 -1.0000000180025095e-35 0.091015000000000013 0.093585000000000015 -0.085489999999999997 -0.069074999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 10 17 -6 -5 19 12 -1 -11 -3 14 15 -10 -16 -2 -12 20 21 -9 -7
right_child=1 9 -4 7 6 22 -8 8 13 11 18 -13 -14 -15 16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0022965435953940421 0.0010408757780705404 0.00093328713679445465 0.0039273189379313133 0.0021677118387831169 0.0013670558478047479 0.0022748635284249655 0.0024936858984792895 0.0033625090446385629 0.0027928874782833599 0.00092033280033547156 0.0027714961748495489 0.0017077770157148293 0.00021715811183763744 0.002362912531144787 0.0031686808160651175 0.0021401571845214829 0.0028202664540298615 0.0016963713068111495 0.0032665128698098991 0.003487574655538608 0.0027227203642291448 0.0030925512767023145 0.002669731588748136
leaf_weight=62 54 83 96 54 87 52 90 86 236 80 78 58 55 67 244 53 295 96 86 54 55 785 52
leaf_count=62 54 83 96 54 87 52 90 86 236 80 78 58 55 67 244 53 295 96 86 54 55 785 52
internal_value=0 0.00139328 0.00291113 0.00286928 0.00243908 0.00187501 0.00194006 0.00295915 0.00298193 0.000949854 0.00282979 0.00125147 0.000648056 0.00283363 0.00287169 0.00267327 0.00297804 0.00146056 0.00303123 0.00311733 0.00309571 0.00311924 0.00247254
internal_weight=0 530 2428 2332 403 254 177 1929 1875 276 226 138 138 895 828 289 539 150 164 980 926 871 104
internal_count=2958 530 2428 2332 403 254 177 1929 1875 276 226 138 138 895 828 289 539 150 164 980 926 871 104
is_linear=0
shrinkage=0.00235659


Tree=2012
num_leaves=17
num_cat=0
split_feature=4 14 3 39 484 10 0 16 41 4 0 133 0 3 42 3
split_gain=9.30928 3.00032 2.38328 2.02194 2.20151 1.77841 2.11315 2.30207 1.52894 1.38492 3.90269 1.31204 2.06113 1.21875 2.20768 0.771994
threshold=0.27258000000000004 0.073890000000000011 0.28833000000000003 0.0047850000000000011 0.12428000000000002 -0.020369999999999996 -0.036459999999999992 -0.39761999999999992 0.077300000000000021 -0.44205499999999992 -0.014704999999999998 0.087045000000000025 -0.084914999999999977 0.11995000000000001 0.083925000000000013 -0.10067
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 -2 7 13 9 15 -11 12 -5 14 -7 -1
right_child=5 -3 -4 11 -6 6 -8 -9 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=0.0043364859781235016 -0.0019594733152749179 0.00439287075753744 -6.0058267828401933e-05 7.9032131256987225e-05 0.0043446033397464643 0.0030185704328800694 0.0023308660543102512 -0.0023555762822659587 0.00021790020935706975 0.0023646564307074742 -0.0010562500231540281 -0.00032333027448569381 0.003097583346473547 -0.0009285741328323747 -0.00041084380086296414 0.0025284386831429138
leaf_weight=80 52 100 68 61 84 58 73 52 52 1906 52 66 79 53 56 66
leaf_count=80 52 100 68 61 84 58 73 52 52 1906 52 66 79 53 56 66
internal_value=0 0.00229767 0.00221427 0.00227756 0.00238508 0.000140207 0.000514574 -9.02564e-05 0.00230867 0.00236028 0.00227374 0.00110772 0.0017833 0.000614325 0.00133279 0.00352005
internal_weight=0 2614 2514 2446 2240 344 292 219 2156 2104 1958 206 140 167 114 146
internal_count=2958 2614 2514 2446 2240 344 292 219 2156 2104 1958 206 140 167 114 146
is_linear=0
shrinkage=0.0123264


Tree=2013
num_leaves=17
num_cat=0
split_feature=1 156 0 0 14 4 4 0 0 130 43 12 159 43 0 39
split_gain=7.52937 2.68792 2.75659 2.55941 2.31409 1.52831 1.42513 1.35389 4.38448 1.40469 2.14501 1.91295 1.05889 0.72656 0.60941 0.275282
threshold=0.11366000000000001 0.089695000000000011 -0.0088049999999999986 -0.093649999999999983 0.073890000000000011 0.41552000000000006 0.27258000000000004 -0.13165999999999997 -0.14920999999999998 -0.054004999999999991 -0.46052499999999996 0.11755500000000001 0.0043550000000000004 -0.0098449999999999979 -0.13955999999999996 0.087735000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 6 -2 7 8 -1 13 -11 12 -12 -9 -8 -5
right_child=1 -3 -4 15 -6 -7 14 9 -10 10 11 -13 -14 -15 -16 -17
leaf_value=0.0029971744342014847 -0.0025778083971027699 0.0029398599943409745 -0.0029278976280313501 0.0019983028267322768 0.0043789079039632589 0.00029172059889742176 0.0016155870079323073 0.0049592399109237772 -0.001567961639530025 -0.00047811055079879526 0.0022762333389755012 -5.6194009946164942e-05 0.0032397350377725452 0.0027186987636854424 -0.00053048030590610573 0.0008198093842575829
leaf_weight=98 68 64 62 102 99 82 54 59 74 56 1632 65 267 58 52 66
leaf_count=98 68 64 62 102 99 82 54 59 74 56 1632 65 267 58 52 66
internal_value=0 0.000255263 -0.000196481 0.000335584 0.0022557 -0.00100812 0.0021686 0.00224232 0.00103223 0.00233965 0.0022521 0.00233003 0.00241178 0.00384984 0.000561373 0.00153622
internal_weight=0 444 380 318 2514 150 2415 2309 172 2137 2020 1964 1899 117 106 168
internal_count=2958 444 380 318 2514 150 2415 2309 172 2137 2020 1964 1899 117 106 168
is_linear=0
shrinkage=0.0141591


Tree=2014
num_leaves=20
num_cat=0
split_feature=4 3 482 4 4 49 4 160 49 150 132 403 11 4 160 4 49 3 3
split_gain=4.56944 1.50418 1.34847 1.18617 1.22986 1.04036 2.29483 1.95678 1.7382 1.31498 1.24324 1.58904 1.46478 2.53348 1.53016 1.24224 1.19869 0.774233 1.40457
threshold=0.31392000000000003 0.28833000000000003 0.11191500000000001 0.41464000000000006 0.62720500000000012 -0.014479999999999998 -0.03463999999999999 -0.53492499999999987 -0.07278999999999998 0.088135000000000005 0.084025000000000016 -0.073944999999999997 0.078065000000000009 -0.49010499999999996 -0.076594999999999983 -0.040874999999999995 -0.085474999999999982 -0.082634999999999986 0.095880000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 17 6 -1 -7 9 16 12 -12 14 -14 -9 -13 -8 -5 -19
right_child=3 -3 -4 4 -6 7 8 10 -10 -11 11 15 13 -15 -16 -17 -18 18 -20
leaf_value=0.0023475458531577692 -0.0011415344181007617 -0.00015030064525445416 0.0027362743826574712 0.0017700689830025618 -0.00097298556376895274 -0.00013703282955285326 0.0012342170889868627 0.0020581535788062513 -0.00089091235788300415 0.0019538713811652181 0.0017961075997759376 -0.0012198029789939264 0.0010989341966009393 0.0042144636278173457 0.0013075268564822628 0.00094892338317253554 -0.00083022850562174621 -0.00052283422278381452 0.0015126018383099947
leaf_weight=75 70 71 69 53 56 83 58 345 81 72 73 54 53 54 1438 54 57 82 60
leaf_count=75 70 71 69 53 56 83 58 345 81 72 73 54 53 54 1438 54 57 82 60
internal_value=0 0.0013002 0.00134038 2.20775e-05 0.000347021 0.00130176 0.000783797 0.00138419 0.000345778 0.000882034 0.00144521 0.000643582 0.00152192 0.00267227 0.00145283 -0.00013444 0.000210031 0.000726653 0.000336449
internal_weight=0 2637 2566 321 251 2497 343 2154 268 187 2071 181 1890 107 1783 108 115 195 142
internal_count=2958 2637 2566 321 251 2497 343 2154 268 187 2071 181 1890 107 1783 108 115 195 142
is_linear=0
shrinkage=0.0101119


Tree=2015
num_leaves=31
num_cat=0
split_feature=4 12 150 12 49 12 43 43 475 133 160 4 4 49 475 43 15 4 12 15 402 43 12 4 43 52 15 4 4 12
split_gain=138.253 59.8625 28.028 13.7115 10.3215 6.97685 5.56296 5.34291 5.24487 6.47695 5.28675 4.74484 3.87001 2.52845 2.26272 2.21761 2.09914 1.86907 1.6702 1.58074 1.41355 1.40646 2.42496 1.34082 1.30261 1.15547 1.10291 0.889982 0.87486 0.489376
threshold=0.31392000000000003 0.056995000000000011 0.083680000000000018 0.11878500000000002 -0.070754999999999985 0.09253500000000002 -0.073079999999999992 -0.031974999999999996 -0.061639999999999993 0.041800000000000011 0.0044600000000000013 -0.057674999999999997 -0.0018749999999999997 -0.077259999999999981 -0.087994999999999976 -0.055679999999999993 -0.41725999999999991 -0.14595999999999995 -0.082039999999999988 -0.10271999999999999 0.012085000000000002 -0.03898999999999999 0.096510000000000012 0.05309500000000001 -0.052849999999999994 -0.34918499999999997 0.097415000000000015 0.51326500000000019 0.0040650000000000009 0.096150000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 5 7 13 18 -4 -1 10 12 21 -10 -3 -15 -5 27 -16 -2 -13 -19 22 -7 -14 25 -21 29 -8 -26 -23
right_child=6 3 4 15 -6 11 16 -9 9 -11 -12 19 23 14 17 -17 -18 20 -20 24 -22 26 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0012574203706158128 -0.00024024423712876009 0.002191018533101149 0.00053202696444847844 0.0012347312644805223 -0.00026460187108039331 0.0020176735858751659 0.0012423055474904965 0.0016666940997152825 0.0016301900427054554 0.0012321696867385189 0.0028525149098291105 0.0025175957281488334 0.0026133978045451054 0.0021577611028101083 0.0031456550420615754 0.0019603963759702433 0.00049827866117783828 0.0026197445462197585 0.00038479638760822792 0.0018736163627270078 0.0028569864147365096 0.0029410401458283201 0.0026649927138926782 0.0020518871647129209 0.0015988127242666237 0.0022912259321377247 0.0023671295880878323 0.00078770180905880262 0.002057241772592042 0.0026423385273777918
leaf_weight=65 55 77 52 53 52 72 52 52 93 52 60 55 53 54 53 53 97 900 52 59 194 70 74 55 53 147 55 57 53 74
leaf_count=65 55 77 52 53 52 72 52 52 93 52 60 55 53 54 53 53 97 900 52 59 194 70 74 55 53 147 55 57 53 74
internal_value=0 0.00228445 0.00153682 0.00247491 0.000644706 0.00252162 0.000526138 0.00109962 0.00190492 0.0020393 0.00220001 0.00232291 0.0020051 0.0026323 0.00266057 0.00159782 0.000766434 0.00268422 6.32643e-05 0.00212452 0.00266184 0.00253387 0.00234595 0.00232769 0.00205514 0.00217175 0.00267162 0.00100482 0.00182828 0.00278773
internal_weight=0 2630 534 2096 156 1990 313 104 378 313 261 712 201 1278 1201 106 206 1147 107 367 1094 345 146 108 312 206 199 109 106 144
internal_count=2943 2630 534 2096 156 1990 313 104 378 313 261 712 201 1278 1201 106 206 1147 107 367 1094 345 146 108 312 206 199 109 106 144
is_linear=0
shrinkage=0.00250084


Tree=2016
num_leaves=30
num_cat=0
split_feature=4 3 150 13 0 4 0 4 3 159 0 3 0 4 0 11 0 4 4 159 42 42 16 13 13 484 0 16 0
split_gain=121.862 42.1027 17.0054 9.6872 8.41698 6.16626 4.89509 5.48296 9.43801 4.42014 6.33168 4.41267 3.61991 4.75594 3.5287 3.23109 4.47681 3.04207 2.93673 2.87551 1.93736 1.67812 1.45429 1.42361 1.42978 1.1776 1.09358 0.736579 0.608892
threshold=0.31392000000000003 -0.064349999999999991 0.089155000000000012 -0.00080499999999999983 -0.068189999999999987 -0.0048949999999999992 -0.076204999999999981 -0.42305999999999994 -0.11211999999999998 1.0000000180025095e-35 -0.034759999999999992 -0.14954999999999999 -0.10998999999999999 0.42642000000000008 -0.085824999999999985 1.0000000180025095e-35 -0.11262999999999999 0.015030000000000002 -0.012164999999999999 0.095130000000000006 0.081180000000000016 0.090645000000000017 -0.13895999999999997 -0.083709999999999993 -0.080909999999999996 0.086315000000000017 -0.11656999999999999 0.054560000000000004 -0.067134999999999986
decision_type=2 2 2 2 2 2 2 2 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 -3 15 -8 -9 10 14 -2 13 -13 -5 16 -1 23 21 -14 -6 -10 -19 25 -25 -18 -7 -23 -20
right_child=11 2 -4 9 20 26 7 8 18 -11 -12 12 19 -15 -16 -17 17 22 28 -21 -22 27 -24 24 -26 -27 -28 -29 -30
leaf_value=0.0021749635831255381 0.0015532721524598098 0.0015033450178207736 0.00092006080635578845 0.002449900041436622 0.00090786977562446088 0.0023730092090333372 0.0033426212544487707 0.001452460192463907 0.0031902429240442832 0.0033819599648135198 0.0015851087676859328 0.00046603316571125074 1.1986372374710687e-05 0.0016776863196263827 0.0033920412458540885 0.003579062579914413 0.0032575663824744028 0.0028675222935166749 0.0021236075458460884 0.00085923052208279138 0.001682431690303467 0.0028541428877201683 0.0022093498148663738 0.002705906303688878 0.0030462011171662902 0.0028532881028808322 0.0029522347009836077 0.0024245674644219322 0.0025541428833376397
leaf_weight=56 54 56 94 101 60 52 92 58 103 59 52 60 92 52 52 85 397 65 59 55 52 101 53 131 603 75 63 54 57
leaf_count=56 54 56 94 101 60 52 92 58 103 59 52 60 92 52 52 85 397 65 59 55 52 101 53 131 603 75 63 54 57
internal_value=0 0.00272512 0.0020719 0.00226978 0.00189279 0.00230197 0.00293562 0.00269202 0.0025534 0.00267379 0.00246983 0.000790939 0.000631876 0.00102887 0.00277031 0.00302273 0.00298844 0.00302283 0.00272405 0.000329195 0.00126777 0.00289865 0.00257217 0.0030669 0.00298551 0.00319339 0.0026906 0.00270469 0.00233543
internal_weight=0 2630 641 547 283 171 1989 524 432 264 205 313 259 112 153 1465 1380 1324 374 147 112 258 118 1206 734 472 115 155 116
internal_count=2943 2630 641 547 283 171 1989 524 432 264 205 313 259 112 153 1465 1380 1324 374 147 112 258 118 1206 734 472 115 155 116
is_linear=0
shrinkage=0.00293013


Tree=2017
num_leaves=24
num_cat=0
split_feature=10 43 51 3 1452 2 3 12 47 13 474 47 43 2 43 10 43 3 160 13 475 475 3
split_gain=3.35355 3.69701 2.02916 3.50204 1.81324 1.44306 1.88564 1.93946 3.70011 1.71044 1.71079 1.64462 2.28412 1.41558 1.172 1.17028 1.02517 0.98735 0.983126 1.03205 1.38473 1.04183 0.671949
threshold=-1.0000000180025095e-35 -0.085154999999999995 -0.082264999999999991 0.097775000000000015 0.087375000000000008 0.098290000000000002 0.086845000000000019 0.086155000000000023 0.07813500000000001 -0.089359999999999981 0.096295000000000019 0.078345000000000012 0.0046950000000000004 0.11891500000000001 -0.097074999999999981 -0.089679999999999982 -0.27619499999999997 -0.10519499999999998 0.0034400000000000008 -0.075154999999999986 -0.082794999999999994 -0.084964999999999985 -0.076969999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 18 5 6 7 8 14 13 11 12 -11 -7 -4 -3 -9 -18 19 20 -2 -21 -23
right_child=2 15 4 -5 -6 9 -8 16 -10 10 -12 -13 -14 -15 -16 -17 17 -19 -20 21 -22 22 -24
leaf_value=-0.0028751385507894906 0.00063033088546742293 -0.00026257635582592758 0.0037079049173316869 -0.0020719104074831476 0.0032919698845973247 -0.0011711894380289258 -0.00018609638276245741 7.6388384953071482e-05 0.0051927888297444765 0.0019138956334333105 0.0034331863600109693 -0.00077469203917168337 -0.00048797763037576841 0.0010591660010653766 0.0018125306482482003 0.0022257821138918438 0.0030052648712764279 0.0015021711066134347 0.0025415211637032438 0.0017281742409546233 0.0032272310316109444 0.00071743900813010396 -0.00076042960786714114
leaf_weight=53 65 54 52 55 85 77 70 66 59 284 52 54 69 83 394 52 66 907 58 63 52 83 90
leaf_count=53 65 54 52 55 85 77 70 66 59 284 52 54 69 83 394 52 66 907 58 63 52 83 90
internal_value=0 -0.000319628 0.00144882 0.00073493 0.00159228 0.00152752 0.00171416 0.0018004 0.00240312 0.00104066 0.00140837 0.00114936 0.00144405 -1.34021e-05 0.0020338 0.000956935 0.00150733 0.00160426 0.00111085 0.000875423 0.00178559 0.00042366 -5.06633e-05
internal_weight=0 159 2784 466 2318 2233 1614 1544 505 619 459 407 353 160 446 106 1039 973 411 353 117 236 173
internal_count=2943 159 2784 466 2318 2233 1614 1544 505 619 459 407 353 160 446 106 1039 973 411 353 117 236 173
is_linear=0
shrinkage=0.0118477


Tree=2018
num_leaves=29
num_cat=0
split_feature=1 3 2 3 11 16 124 3 12 457 2 15 15 16 481 2 12 12 47 13 16 2 1209 3 1213 1209 160 15
split_gain=3.2534 2.0892 3.05067 5.33437 11.1911 1.81693 1.77445 1.39912 1.09804 1.06415 1.14593 2.06375 1.36072 1.11043 1.01596 1.06618 0.973647 2.87313 1.0812 1.00276 0.810073 0.737333 0.705828 0.697317 0.591971 0.548893 0.413651 0.244863
threshold=0.07665000000000001 -0.23098999999999997 0.083185000000000023 -0.017704999999999995 0.080455000000000013 0.19384500000000002 -0.083769999999999983 -0.04682999999999999 0.096425000000000025 0.096725000000000019 0.11693000000000002 -0.10436999999999999 -0.38214499999999996 0.066010000000000013 -0.086854999999999988 0.10043500000000001 0.093815000000000023 0.091495000000000007 0.10010000000000001 -0.052124999999999998 -0.006494999999999999 -1.0000000180025095e-35 0.083050000000000013 -0.076969999999999997 -1.0000000180025095e-35 -0.036259999999999994 -0.025279999999999997 0.092125000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 6 4 -4 7 -3 8 14 10 11 -5 -12 -13 -1 22 17 20 19 -18 21 -8 25 -7 -10 -16 -26 -28
right_child=1 2 3 9 -6 23 16 -9 24 -11 12 13 -14 -15 15 -17 18 -19 -20 -21 -22 -23 -24 -25 26 -27 27 -29
leaf_value=0.0031330109881851751 0.0022361424614431181 -0.00080932179297461652 -0.004080418717800292 -0.0004396585290164642 0.0017271633939703287 0.0009755468058255173 -0.00029266308800056205 0.0028073339584025652 0.0018000651579655614 -0.00085711134634794449 0.0013922666063920439 0.0028922537484591562 -0.00068125969560429544 0.00092868187429365114 0.0024454010631992881 0.0029849947429910176 0.00024821102936285094 0.0034351291225205921 -0.00055477517842976746 0.0020014485561867818 0.0019213755357407869 0.0011022222667025157 0.0023922309785685647 -0.0004240290810503043 0.0011289759285396147 0.0012575690266464384 -0.0004960736218650269 0.00055256848453132579
leaf_weight=52 99 59 101 55 70 101 64 103 53 52 66 88 98 61 52 59 82 80 68 81 102 179 87 79 70 771 55 56
leaf_count=52 99 59 101 55 70 101 64 103 53 52 66 88 98 61 52 59 82 80 68 81 102 179 87 79 70 771 55 56
internal_value=0 0.000672094 0.000553442 -3.98623e-05 -0.00170235 0.00141548 0.00104402 0.00155522 0.00145236 0.000636724 0.000848133 0.0014068 0.000152481 0.00208918 0.00161056 0.00152873 0.00121089 0.00152818 0.000626606 0.00112018 0.00108565 0.000734355 0.00143419 0.000360626 0.000761584 0.00133277 0.00045684 3.18973e-05
internal_weight=0 1405 1306 591 171 1538 715 1358 1255 420 368 204 164 149 1021 969 656 425 231 163 345 243 910 180 234 823 181 111
internal_count=2943 1405 1306 591 171 1538 715 1358 1255 420 368 204 164 149 1021 969 656 425 231 163 345 243 910 180 234 823 181 111
is_linear=0
shrinkage=0.0111644


Tree=2019
num_leaves=17
num_cat=0
split_feature=1375 10 0 1452 1456 16 0 2 0 0 394 13 0 3 13 2
split_gain=1.67686 1.50593 1.53349 1.22206 1.38527 1.36262 2.51689 1.72188 1.82433 2.62594 1.62178 1.19008 1.06499 1.0094 0.667931 0.591508
threshold=-0.10702499999999998 -1.0000000180025095e-35 -0.079794999999999991 0.096800000000000011 0.082505000000000009 -0.083614999999999981 -0.084324999999999997 0.14132000000000003 -0.14920999999999998 -0.13165999999999997 -0.086349999999999996 -0.081659999999999996 -0.15127999999999997 -0.085674999999999987 -0.080314999999999984 0.085005000000000011
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 6 10 8 -7 -10 -3 -8 -12 -6 -15 -13
right_child=1 3 -4 -5 13 7 11 -9 9 -11 12 15 -14 14 -16 -17
leaf_value=-0.00076291951353347934 0.00098492975322052962 0.0022161028768442298 -0.00096161573662445715 0.0022291414488060267 0.0027557075601106029 0.0022826813799967627 0.0030419184198839828 -0.0011161124942376875 -0.0013605214536850934 0.00066835732200227463 -6.7344236212490578e-05 0.0023335012448182663 0.00084900036698217711 0.00059836607992273794 0.0020072633778112324 0.0010916643133022912
leaf_weight=66 67 66 89 60 54 62 66 54 63 1371 161 54 466 78 54 112
leaf_count=66 67 66 89 60 54 62 66 54 63 1371 161 54 466 78 54 112
internal_value=0 0.000803167 -0.000124934 0.000856415 0.000825424 0.000764553 0.0010599 0.000588231 0.00064982 0.00057915 0.000766312 0.00193642 0.000613537 0.00163484 0.00117552 0.00149626
internal_weight=0 2877 156 2721 2661 2475 925 1550 1496 1434 693 232 627 186 132 166
internal_count=2943 2877 156 2721 2661 2475 925 1550 1496 1434 693 232 627 186 132 166
is_linear=0
shrinkage=0.00971926


Tree=2020
num_leaves=22
num_cat=0
split_feature=1 3 47 3 3 3 4 14 3 1 1 4 4 3 16 3 0 16 4 1 4
split_gain=96.1748 18.4777 16.8428 12.5345 10.4862 6.48545 15.9768 6.06636 6.39104 5.43924 4.7198 3.93596 2.92181 2.71931 2.49564 2.12915 2.04269 2.59736 2.11442 1.68 1.63994
threshold=0.10509 0.30863500000000005 0.078345000000000012 -0.14954999999999999 0.090170000000000014 0.088880000000000015 -0.029404999999999997 0.076450000000000004 -0.15288999999999997 0.13074500000000003 0.100925 0.008570000000000003 0.043640000000000005 -0.029394999999999998 -0.10227499999999999 -0.039864999999999991 -0.094949999999999993 -0.024304999999999997 -0.34140499999999996 1.0000000180025095e-35 0.18095500000000003
decision_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 9 7 -7 8 -1 13 11 16 -4 -5 -3 -14 17 -10 -18 20 -13
right_child=1 14 12 4 -6 6 -8 -9 10 -11 -12 19 15 -15 -16 -17 18 -19 -20 -21 -22
leaf_value=0.0015510248309619928 0.0018621359571240562 -3.098813197162755e-05 0.0023278951179250577 0.0012920424684313609 0.001643030551720801 0.0025164582688971594 0.00099734709566521511 0.0027713554431295171 0.0022559329878306116 0.00018744248296865645 0.0014972618004941984 0.0019218803264733836 0.0019975640101340779 0.00064465732559745208 0.00065096518043823227 0.0013665318899037547 0.0026573079080177702 0.0029015305836038621 0.0021944345141867269 0.0015889794265662664 0.0023210856406675664
leaf_weight=89 79 55 59 55 66 64 80 83 85 91 52 192 59 85 55 52 53 52 1451 53 74
leaf_count=89 79 55 59 55 66 64 80 83 85 91 52 192 59 85 55 52 53 52 1451 53 74
internal_value=0 0.001157 0.00132765 0.00106 0.000846559 0.002139 0.00167268 0.00216974 0.00214596 0.000618891 0.00217227 0.00219016 0.00191947 0.00089916 0.000309769 0.00170216 0.00223502 0.00250115 0.00221076 0.00195933 0.00203303
internal_weight=0 656 546 376 297 2328 144 2184 2101 231 2012 1960 170 140 110 111 1641 137 1504 319 266
internal_count=2984 656 546 376 297 2328 144 2184 2101 231 2012 1960 170 140 110 111 1641 137 1504 319 266
is_linear=0
shrinkage=0.00226508


Tree=2021
num_leaves=17
num_cat=0
split_feature=2 11 2 0 16 0 15 15 1 1 480 43 1 1 2 16
split_gain=2.15127 1.99726 3.59712 3.14689 1.43737 2.25857 4.14711 6.56276 1.99401 1.69285 1.34138 1.42331 2.53695 1.27198 1.02431 0.2641
threshold=0.25063000000000007 0.080455000000000013 -0.10238999999999998 -0.105195 -0.54752499999999993 -0.10114999999999998 -0.016434999999999995 0.084630000000000025 0.085410000000000014 0.10135500000000001 -0.060589999999999998 -0.14386499999999997 0.078705000000000011 0.10678000000000001 0.10488500000000002 -0.27157999999999993
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 8 -8 15 -10 -7 12 -12 -13 -5 -6
right_child=-2 3 4 14 5 10 7 -9 9 -11 11 13 -14 -15 -16 -17
leaf_value=-0.0018979935738717376 -0.0012649968849845965 0.0039687128556253398 0.0025418289918324572 -1.6804156120145905e-05 0.0014211627370184982 -0.00052038608389346961 -0.0038464271105656195 0.0011178933810776471 -0.0011744815916767315 0.00080634001253566219 0.0011221024558142672 0.0010755916290312226 0.0038898389439403448 0.00024699061032638014 0.0019725227529877524 0.002466707628450963
leaf_weight=54 53 62 60 59 55 64 65 58 70 171 125 1670 55 245 60 58
leaf_count=54 53 62 60 59 55 64 65 58 70 171 125 1670 55 245 60 58
internal_value=0 0.000915518 0.000843582 0.00200785 0.000898537 0.000861089 0.000192533 -0.0015046 0.000782537 0.000230522 0.00100874 0.00105551 0.00196844 0.000969642 0.000985255 0.00195883
internal_weight=0 2931 2750 181 2696 2636 477 123 354 241 2159 2095 180 1915 119 113
internal_count=2984 2931 2750 181 2696 2636 477 123 354 241 2159 2095 180 1915 119 113
is_linear=0
shrinkage=0.0107308


Tree=2022
num_leaves=27
num_cat=0
split_feature=1 155 2 123 52 1 15 15 2 2 49 13 13 52 157 48 13 11 15 15 157 15 394 1 1 15
split_gain=105.349 20.2328 12.9228 11.1873 6.08436 5.53237 6.15301 5.30575 8.36024 5.00472 4.57406 3.05427 2.63406 2.44673 2.03052 2.38781 3.6083 2.98831 1.90133 1.83114 1.49317 2.4238 0.986684 0.976621 0.767007 0.376364
threshold=0.10509 0.092900000000000024 0.14870000000000003 0.081180000000000016 0.12484500000000003 0.091345000000000023 0.092125000000000012 -0.2987999999999999 0.10043500000000001 0.10836000000000003 -0.048359999999999993 -0.0015099999999999998 0.0083850000000000018 -0.092854999999999979 -0.088489999999999999 0.090935000000000016 -0.052124999999999998 1.0000000180025095e-35 -0.41343999999999997 -0.092879999999999976 -0.080299999999999996 -0.011959999999999998 0.0044650000000000011 0.12000500000000001 0.094935000000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 9 10 -2 23 14 -7 -10 25 -12 -1 17 -17 20 -5 -15 21 -16 -22 -9 -8 -11
right_child=1 -3 -4 18 -6 6 24 8 11 12 13 -13 -14 19 15 16 -18 -19 -20 -21 22 -23 -24 -25 -26 -27
leaf_value=0.003393145684076154 0.0011199702875990239 0.0031823687458042535 0.00055391487537496584 0.00056258189968050494 0.0027365259187352256 0.001684547872005931 0.0027923852823866966 0.00278122507576233 0.00099336642873155728 0.0028502246921590091 0.0030014876571400383 0.0018558710284527255 0.0020802009544948217 0.0026654701510200442 0.0030257233043056125 0.0029773289048834546 0.0020904830717575051 0.0035080598615286223 0.00123627462526963 0.0019733227919563638 0.0029655109447335537 0.002261095607035976 0.0033323026899365967 0.0022483896694984046 0.0032195750542813512 0.0025615146528951997
leaf_weight=84 79 57 100 56 55 68 59 54 57 90 57 70 69 56 68 85 60 79 75 62 1235 60 60 53 75 61
leaf_count=84 79 57 100 56 55 68 59 54 57 90 57 70 69 56 68 85 60 79 75 62 1235 60 60 53 75 61
internal_value=0 0.00160998 0.00146031 0.00164189 0.00188864 0.00286283 0.002556 0.00173955 0.0019486 0.0029221 0.00229356 0.00146899 0.00252893 0.00253003 0.00297206 0.00295056 0.00261056 0.00298336 0.000948509 0.00230205 0.00295421 0.00266753 0.00298253 0.00251757 0.0030317 0.00273379
internal_weight=0 656 599 499 368 2328 377 313 234 1951 243 127 220 175 1731 1647 145 1502 131 118 1423 128 1295 107 134 151
internal_count=2984 656 599 499 368 2328 377 313 234 1951 243 127 220 175 1731 1647 145 1502 131 118 1423 128 1295 107 134 151
is_linear=0
shrinkage=0.00276112


Tree=2023
num_leaves=11
num_cat=0
split_feature=2 45 0 1452 151 1428 41 1 12 40
split_gain=1.71162 1.68939 1.64653 1.94415 1.10378 1.08956 1.01374 1.27862 1.45662 1.14636
threshold=0.25063000000000007 1.0000000180025095e-35 -0.22480499999999998 0.093915000000000012 -0.0085349999999999992 0.086350000000000024 0.093830000000000011 0.091280000000000014 -0.060304999999999991 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 6 7 8 -4 -9
right_child=-2 -3 3 -5 -6 -7 -8 9 -10 -11
leaf_value=0.0005582973549856158 -0.00095273424278436119 0.0025659121706859429 0.0025432803543896784 -0.00093603500430495352 -0.0014043690330578669 0.0020931876955519266 0.0021972225558623418 0.00061009913063542599 0.00093140642885795215 -0.00083696554791960515
leaf_weight=60 53 55 57 58 53 73 55 734 1728 58
leaf_count=60 53 55 57 58 53 73 55 734 1728 58
internal_value=0 0.000843936 0.000810968 0.00085895 -0.000361309 0.000897476 0.000864272 0.000835783 0.000982937 0.000503994
internal_weight=0 2931 2876 2763 113 2705 2632 2577 1785 792
internal_count=2984 2931 2876 2763 113 2705 2632 2577 1785 792
is_linear=0
shrinkage=0.00991364


Tree=2024
num_leaves=15
num_cat=0
split_feature=44 1428 1 150 457 1 1212 150 13 1454 3 12 483 13
split_gain=1.53477 1.04918 1.20785 2.27245 1.62696 2.23664 2.0162 1.66291 1.60514 1.29165 1.02702 0.808696 0.690445 0.63514
threshold=0.081710000000000019 0.086350000000000024 0.077375000000000013 -0.07718499999999999 0.084010000000000015 0.084370000000000014 0.054415000000000012 1.0000000180025095e-35 -0.0042049999999999995 0.083660000000000026 -0.005644999999999999 0.080635000000000012 -0.091559999999999989 -0.089359999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 5 -5 7 -7 -6 10 11 -1 -13 -14
right_child=-2 -3 3 4 8 6 -8 -9 -10 -11 -12 12 13 -15
leaf_value=0.0023835140912399004 0.0028061569220009081 0.0021550347132619761 -0.0016684735035801988 -0.001644442796153222 0.00021325052590790553 0.00065369018444574607 0.0025153152223999897 -0.00063588031410951814 0.0028402212841608255 -0.00073941369903657197 -0.00039833607837009313 0.0021935837131255957 0.0002555209673277766 0.0010734394648749743
leaf_weight=66 53 75 66 68 54 826 70 169 83 60 67 69 152 1106
leaf_count=66 53 75 66 68 54 826 70 169 83 60 67 69 152 1106
internal_value=0 0.000770916 0.000734524 0.000474453 0.000585917 0.000438312 0.000571414 0.00043453 0.0018057 0.00096303 0.00103308 0.00110202 0.00103819 0.000974714
internal_weight=0 2931 2856 1336 1270 1133 1065 995 137 1520 1460 1393 1327 1258
internal_count=2984 2931 2856 1336 1270 1133 1065 995 137 1520 1460 1393 1327 1258
is_linear=0
shrinkage=0.0118477


Tree=2025
num_leaves=25
num_cat=0
split_feature=4 39 12 4 14 16 51 12 16 15 123 41 4 42 133 43 42 16 403 52 12 147 15 16
split_gain=82.1845 23.271 8.87271 10.4606 6.29361 5.91241 5.68413 5.15112 4.72322 4.61365 3.56902 2.34423 2.00897 1.61124 2.38394 1.89702 1.5887 1.77919 1.31982 1.00113 0.968566 0.738023 0.61893 0.49267
threshold=0.31392000000000003 0.085285000000000014 1.0000000180025095e-35 -0.17568999999999999 -0.45687499999999998 -0.0098949999999999975 0.08845500000000002 0.10184000000000001 -0.50875499999999996 -0.033234999999999994 0.083835000000000007 0.078705000000000011 0.5567700000000001 -0.013819999999999997 -0.14785999999999996 -0.096494999999999984 0.0069650000000000016 -0.040874999999999995 0.085550000000000001 -0.075329999999999994 0.086935000000000012 0.088505000000000014 -0.10020499999999997 -0.072649999999999978
decision_type=2 2 2 2 2 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 22 11 21 10 -3 13 -10 18 -15 -16 19 -18 20 -9 -4 -6 -5 -21
right_child=4 9 7 5 8 -7 -8 16 12 -11 -12 -13 -14 14 15 -17 17 -19 -20 23 -22 -23 -24 -25
leaf_value=0.0029274487700417947 0.0018547790425851383 0.0023682135796778366 0.0030274418616416713 0.0023720811210868873 0.0010630124874776564 0.0013296863147042627 0.0015839202963293211 0.0027950753047110356 0.00016614737129726963 0.00092153074167204967 0.0014844626448023985 0.0032450446875306733 0.0008217605136530005 0.0030811724715362546 0.0021261811976403615 0.0026264840069428184 0.0024152568800793 0.001747035870573908 0.0031951061224457021 0.0024815245814036029 0.0026845235324343564 0.0014919612366359194 0.00279455796874416 0.00214735354748121
leaf_weight=100 57 58 80 52 68 89 69 52 64 54 80 56 74 82 59 1157 57 61 62 86 270 53 53 55
leaf_count=100 57 58 80 52 68 89 69 52 64 54 80 56 74 82 59 1157 57 61 62 86 270 53 53 55
internal_value=0 0.00250119 0.00257261 0.00218169 0.00104 0.00189802 0.00218855 0.00264092 0.000860576 0.00159341 0.0018561 0.00269759 0.000517917 0.00267965 0.00263251 0.00260223 0.00231902 0.00207007 0.00282809 0.00247107 0.00276299 0.00125114 0.00258561 0.00235138
internal_weight=0 2632 2440 363 316 263 174 2077 259 192 138 1766 138 1710 1298 1216 311 118 412 193 350 121 105 141
internal_count=2948 2632 2440 363 316 263 174 2077 259 192 138 1766 138 1710 1298 1216 311 118 412 193 350 121 105 141
is_linear=0
shrinkage=0.00270699


Tree=2026
num_leaves=24
num_cat=0
split_feature=3 1 1 51 3 13 0 15 15 13 13 1453 13 41 43 160 0 3 160 16 2 0 0
split_gain=1.60458 2.07019 2.54893 1.80454 1.43017 2.6632 1.80455 4.22369 2.47139 2.38083 3.13748 1.15745 1.13316 1.20526 1.11439 1.02496 1.5399 1.5947 1.3343 0.913309 0.746132 0.517196 0.503686
threshold=-0.24211499999999997 0.095265000000000016 0.097305000000000016 -0.21463999999999997 0.11995000000000001 -0.27740999999999993 -0.082634999999999986 -0.047859999999999993 -0.17840999999999999 -0.0094049999999999984 0.084770000000000026 -0.077314999999999981 -0.097454999999999986 0.077915000000000012 -0.077904999999999988 0.084835000000000008 -0.11991499999999998 -0.016814999999999997 0.10460500000000002 -0.15190499999999998 0.14253500000000002 -0.082284999999999983 -0.097774999999999987
decision_type=2 2 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 20 7 8 -5 14 -11 -2 19 15 -8 16 -14 -18 -17 -13 -6 -20 -21
right_child=1 2 3 4 5 -7 9 -9 -10 10 -12 12 13 -15 -16 18 17 -19 21 22 -22 -23 -24
leaf_value=0.0029618477476993153 -0.00056805084956712657 -0.0025566717391610309 0.0023130473387822249 -0.0019173107902573461 0.00096201945835182735 0.003163201983880504 0.0031203274285505449 -0.0041799588297343274 0.0014001335099225374 -0.0028097304689148278 0.0010643278920934645 0.00070531211562250315 -0.0010794980160311806 -0.00088967583956230524 0.00068937391562904217 0.0031684252177996736 0.00093073407968464388 0.0029037593859784906 4.4133418941418041e-05 0.0036869504776014068 -0.001236951985878555 0.001826359621954033 0.0018956148044818022
leaf_weight=63 77 54 82 68 57 75 64 57 97 65 87 53 64 58 71 90 1406 77 54 59 53 63 54
leaf_count=63 77 54 82 68 57 75 64 57 97 65 87 53 64 58 71 90 1406 77 54 59 53 63 54
internal_value=0 0.000808464 0.000245852 0.000441057 0.000219666 0.00122442 -0.000145239 -0.00104875 3.20811e-05 0.000553146 -0.000591405 0.00103563 0.00109813 0.00100132 0.00184288 0.00106394 0.000945775 0.00103327 0.00194631 0.00215397 -9.61901e-05 0.00100501 0.00283217
internal_weight=0 2885 830 776 694 185 509 222 165 287 152 2055 1978 1812 135 1754 1547 1483 207 166 110 117 113
internal_count=2948 2885 830 776 694 185 509 222 165 287 152 2055 1978 1812 135 1754 1547 1483 207 166 110 117 113
is_linear=0
shrinkage=0.0133425


Tree=2027
num_leaves=16
num_cat=0
split_feature=48 51 15 1374 402 49 402 1 1 1 2 13 43 1212 3
split_gain=1.68629 1.32765 1.40671 1.4056 1.27723 2.10809 1.44933 1.34866 3.30185 2.01111 1.22112 1.00578 0.603335 0.664801 0.586014
threshold=0.13991500000000004 0.14341000000000004 -0.26361999999999991 0.086000000000000007 0.089020000000000002 -0.15734499999999998 0.096735000000000002 0.10877000000000002 0.11338500000000001 0.10404000000000001 0.12173500000000002 -0.013424999999999998 -0.0046399999999999992 -1.0000000180025095e-35 0.057935000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 -4 -6 9 -9 -7 11 -1 13 -8 -12
right_child=-2 -3 3 -5 6 7 12 8 -10 -11 14 -13 -14 -15 -16
leaf_value=-5.1645842216467578e-05 -0.0013323135349403942 0.0021208044369406412 -0.0017176719322652919 0.002294791882485857 0.0030725117229625028 0.00058689301892856423 0.0023483556550802313 0.0034900123472542664 0.0005372355229971798 -0.0010941204670757135 0.0012919412910970224 -0.0022832037958997009 -4.7313333233677373e-05 0.00076892126663415127 -0.00034587374478178042
leaf_weight=53 57 77 52 68 53 1883 54 70 165 97 62 52 56 97 52
leaf_count=53 57 77 52 68 53 1883 54 70 165 97 62 52 56 97 52
internal_value=0 0.000644915 0.000604486 0.000678465 0.000634922 0.000548132 0.0013912 0.00060138 0.0014173 0.000504479 -0.000271555 -0.00115796 0.000960131 0.00133456 0.000543801
internal_weight=0 2891 2814 2595 2527 2267 260 2215 235 1980 219 105 207 151 114
internal_count=2948 2891 2814 2595 2527 2267 260 2215 235 1980 219 105 207 151 114
is_linear=0
shrinkage=0.0113877


Tree=2028
num_leaves=18
num_cat=0
split_feature=133 133 130 12 52 133 483 50 1374 1 1 1212 12 160 1 12 16
split_gain=1.26807 2.11435 1.93474 1.33675 1.87698 1.31221 0.977904 1.24634 1.07372 1.57784 1.08248 0.907736 0.803215 0.590033 0.783866 0.723955 0.253914
threshold=-0.07107999999999999 -0.037434999999999989 -0.077029999999999987 0.11160500000000002 0.09253500000000002 -0.084544999999999981 0.11930000000000002 0.12170000000000002 0.086000000000000007 0.13831000000000002 0.10123500000000001 0.058905000000000006 0.12477500000000001 -0.092954999999999996 0.088885000000000006 0.090600000000000014 -0.082244999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 12 11 7 8 9 10 -3 13 -5 -4 15 16 -15
right_child=1 3 5 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.0010515593786386852 -0.0016188563556827501 0.00054630625093064604 -0.00031498854308331431 -0.0023436316688869646 0.0010581629524539227 0.0027952744100269832 0.0018913434016777561 -0.000749429634279524 0.0017799658940059358 0.0019370494514182243 -8.5493941401886176e-05 0.0020814004008473741 -0.00043483931587021493 0.0013743643351370725 0.0018543623110325071 -0.00021225762101410362 0.00044798177995705485
leaf_weight=52 62 1430 53 53 58 53 59 97 78 84 420 74 53 102 82 83 55
leaf_count=52 62 1430 53 53 58 53 59 97 78 84 420 74 53 102 82 83 55
internal_value=0 0.000375682 0.000957002 0.00042876 -0.000523692 0.00116529 0.000500863 0.000461909 0.000520366 0.000469505 0.000402807 0.000972629 -0.00139034 0.00075352 0.000929756 0.000613362 0.00105058
internal_weight=0 2394 554 2332 164 502 2168 2109 2012 1934 1850 449 106 375 322 240 157
internal_count=2948 2394 554 2332 164 502 2168 2109 2012 1934 1850 449 106 375 322 240 157
is_linear=0
shrinkage=0.0109455


Tree=2029
num_leaves=14
num_cat=0
split_feature=14 1 2 2 2 455 1420 1447 1444 133 151 130 1
split_gain=1.54444 1.16083 1.54296 2.13554 1.33517 1.20906 0.954751 1.04561 1.37138 1.11567 1.28998 1.08946 0.144325
threshold=-0.45687499999999998 0.11706000000000001 -0.007134999999999999 1.0000000180025095e-35 0.153865 0.086480000000000015 -0.082399999999999987 -0.086009999999999989 -0.0089749999999999986 -0.0085699999999999995 -0.08095999999999999 -0.081464999999999996 0.13216000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 12 6 -2 -8 -9 11 -11 -10 -5
right_child=1 2 3 4 -6 -7 7 8 9 10 -12 -13 -14
leaf_value=0.0022284091297579624 0.0019422707166757032 -0.0017086457766680968 0.0019029632532117054 -0.0016743925526001792 0.00063349290020487932 0.0021683954384948611 -0.00085126350242289853 0.0022024643363954557 -0.00076323859688399477 0.00098167799606153319 9.7904517199629874e-05 0.00092186644204434874 -0.00085860565373386221
leaf_weight=60 53 73 68 53 87 53 84 56 54 254 1369 622 62
leaf_count=60 53 73 68 53 87 53 84 56 54 254 1369 622 62
internal_value=0 0.000382033 -0.000239627 0.000157102 -0.000430012 0.000465865 0.000429606 0.000396686 0.00044125 0.000398297 0.00023629 0.000787078 -0.00123563
internal_weight=0 2888 343 270 202 2545 2492 2439 2355 2299 1623 676 115
internal_count=2948 2888 343 270 202 2545 2492 2439 2355 2299 1623 676 115
is_linear=0
shrinkage=0.0113877


Tree=2030
num_leaves=23
num_cat=0
split_feature=1 1 12 3 47 0 4 1 4 3 39 13 0 4 0 13 3 12 16 12 49 3
split_gain=114.843 18.686 21.0648 14.4714 7.45265 7.21359 6.332 6.31844 5.40958 4.35129 4.02356 3.75052 3.46362 6.51073 4.47327 3.26735 3.09559 2.91088 2.57699 2.30949 1.27363 1.25008
threshold=0.11690500000000002 0.09518500000000002 0.085845000000000019 0.31351000000000001 0.088495000000000004 -0.14259999999999998 0.046185000000000004 0.083065000000000014 0.054720000000000012 -0.01223 0.091910000000000006 -0.070154999999999981 0.13304000000000002 -0.27577999999999997 -0.061204999999999989 -0.072459999999999983 0.11878500000000002 -1.0000000180025095e-35 -0.11807499999999999 1.0000000180025095e-35 0.087485000000000021 -0.11151499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 4 10 7 11 -1 12 -3 15 -4 13 -7 19 -2 17 -11 20 -15 -10 -13
right_child=3 2 6 -5 -6 8 -8 -9 18 16 -12 21 -14 14 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0041031956458994845 0.00094002424109509725 0.00122290311773487 0.003819488738911859 0.00011610054608895912 0.00215610595055789 0.0039041382539904356 0.002146972108539803 0.0029796440609419746 0.0024917311478951155 0.0018299101306985667 0.00067746710017119031 0.0032367696218605787 0.0022465716374348854 0.0024445801606739234 0.002269073167621392 0.0018894030712469977 0.0014535758627189188 0.0027506623799548671 0.0020939046007262389 0.0030051211533786851 0.0030781159346360992 0.002601429992697986
leaf_weight=81 52 85 61 87 87 61 58 85 75 57 86 52 55 64 77 71 54 57 88 1419 53 52
leaf_count=81 52 85 61 87 87 61 58 85 75 57 86 52 55 64 77 71 54 57 88 1419 53 52
internal_value=0 0.00283434 0.00232111 0.00114646 0.0014492 0.00295303 0.00296498 0.00352807 0.00290256 0.00175346 0.0011548 0.00325234 0.0029578 0.00298191 0.00294583 0.00148829 0.00202171 0.00229056 0.00247382 0.00298095 0.00273477 0.00291939
internal_weight=0 2534 476 383 296 2058 223 166 1892 253 209 165 1676 1621 1560 123 168 114 216 1483 128 104
internal_count=2917 2534 476 383 296 2058 223 166 1892 253 209 165 1676 1621 1560 123 168 114 216 1483 128 104
is_linear=0
shrinkage=0.00287267


Tree=2031
num_leaves=20
num_cat=0
split_feature=4 2 12 3 2 3 0 4 11 11 2 39 159 0 0 47 0 3 12
split_gain=130.599 51.3159 25.5604 14.9241 10.6509 9.88798 9.39298 8.12747 7.20189 8.188 7.66527 5.72709 3.60073 5.59458 3.39666 3.17756 2.87242 2.03769 1.10627
threshold=0.31392000000000003 0.12068000000000001 -1.0000000180025095e-35 0.13772500000000001 0.14808000000000002 0.11269500000000002 -0.105195 -0.0034749999999999994 1.0000000180025095e-35 0.084110000000000004 0.092155000000000015 0.086040000000000019 0.011235000000000002 -0.099244999999999986 -0.036459999999999992 0.10261500000000001 -0.05937499999999999 -0.034509999999999992 0.093985000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 16 8 -2 11 10 -10 15 -1 13 -12 -8 17 -3 -4 -17
right_child=3 4 5 -5 -6 -7 14 -9 9 -11 12 -13 -14 -15 -16 18 -18 -19 -20
leaf_value=0.0013060751137450642 0.0023680303474828222 0.0019562340229827917 0.0034892280484794067 0.00025650423502128565 0.0010366325052777175 0.0023610166976972347 0.00098691890536947561 0.0030007482432503996 0.0046451825630526048 0.0034344266667653959 0.0022581489494186281 0.0024934494930900419 0.0035954430588944425 0.0031286520400836395 0.0017811979928981398 0.0033305930297092873 0.0027953461063485339 0.0038719306303089452 0.0028129867949692956
leaf_weight=52 92 61 1241 64 69 63 96 98 71 89 61 64 88 363 63 58 55 108 61
leaf_count=52 92 61 1241 64 69 63 96 98 71 89 61 64 88 363 63 58 55 108 61
internal_value=0 0.0032105 0.00331363 0.00140102 0.00186302 0.00339872 0.00169273 0.00243751 0.00342926 0.00397188 0.0033854 0.00196142 0.00310528 0.00300348 0.00130181 0.00348307 0.00235433 0.00351989 0.0030655
internal_weight=0 2602 2417 315 185 2203 251 214 2140 160 1980 116 512 424 159 1468 116 1349 119
internal_count=2917 2602 2417 315 185 2203 251 214 2140 160 1980 116 512 424 159 1468 116 1349 119
is_linear=0
shrinkage=0.00265391


Tree=2032
num_leaves=16
num_cat=0
split_feature=3 9 0 1 0 16 3 13 51 15 1447 51 48 159 16
split_gain=4.3274 2.15799 1.73893 2.62808 2.13395 2.06045 2.15331 1.17741 3.52035 4.41323 4.03686 2.00528 1.52523 1.50903 1.60924
threshold=0.35004500000000011 0.089020000000000016 -0.14259999999999998 0.083065000000000014 -0.13165999999999997 -0.010504999999999999 0.090170000000000014 -0.077504999999999977 0.11178000000000002 -0.071844999999999978 -0.052309999999999988 0.095105000000000009 0.083540000000000017 0.11287500000000002 -0.16956499999999999
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 -5 11 10 -10 -9 13 -12 14 -6
right_child=-2 -3 4 5 7 -7 -8 8 9 -11 12 -13 -14 -15 -16
leaf_value=0.0042033381310494587 -0.0023513583382839156 0.0039305197407895039 -0.0018169005444108599 0.00048623824449708458 -0.00047821005506148691 -0.0012403432167655878 0.0034970856204723589 0.0047210550708451518 0.001043198603620504 -0.0047342484455580192 0.00056347700567905949 0.0032518777880135952 0.0021837727335254475 -0.001153311976889129 0.001486633807317243
leaf_weight=81 76 52 57 99 94 52 92 53 54 52 1127 98 130 55 745
leaf_count=81 76 52 57 99 94 52 92 53 54 52 1127 98 130 55 745
internal_value=0 0.0010716 0.00101824 0.00199381 0.00088995 0.00125667 0.00193728 0.000954087 0.000691807 -0.00178959 0.000892708 0.00132832 0.00073117 0.00111729 0.00126632
internal_weight=0 2841 2789 324 2465 243 191 2408 1416 106 1310 992 1257 894 839
internal_count=2917 2841 2789 324 2465 243 191 2408 1416 106 1310 992 1257 894 839
is_linear=0
shrinkage=0.0141591


Tree=2033
num_leaves=16
num_cat=0
split_feature=39 13 14 147 14 42 39 16 43 13 49 1186 13 42 34
split_gain=47.0934 38.7298 13.438 9.08077 10.9157 8.21647 9.08972 6.25936 6.11323 3.03734 2.87978 2.05688 1.70912 4.07472 1.213
threshold=0.0047850000000000011 -0.17030499999999998 -0.24691499999999997 0.089430000000000023 0.073890000000000011 -0.044384999999999994 0.099965000000000012 -0.26194999999999996 0.056805000000000008 -0.086874999999999994 0.12314000000000001 0.081240000000000021 -1.0000000180025095e-35 0.087665000000000007 -0.010739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 7 -2 9 12 -1 -7 11 -9 13 -4 -11
right_child=5 2 3 -5 -6 6 -8 10 -10 14 -12 -13 -14 -15 -16
leaf_value=0.00091209305014456157 0.0025880921818063835 0.0013900476123541367 0.0030052322591790502 0.0019070775966272607 0.0037557894872931263 0.0022999266942445389 0.00077108188554619352 0.002857530702754121 0.002067636093477895 0.0012269729433118058 0.0023399511464340535 0.0023138378826584238 0.0019587529008517411 0.001979040848622778 0.0017569102594897311
leaf_weight=95 53 52 58 84 87 57 101 1877 52 52 88 53 69 56 83
leaf_count=95 53 52 58 84 87 57 101 1877 52 52 88 53 69 56 83
internal_value=0 0.0026706 0.00275243 0.00278228 0.0028144 0.00160661 0.00142897 0.00277718 0.00132105 0.00177489 0.00282071 0.00284262 0.00229695 0.00250139 0.001553
internal_weight=0 2571 2424 2372 2288 346 293 2201 147 192 2018 1930 183 114 135
internal_count=2917 2571 2424 2372 2288 346 293 2201 147 192 2018 1930 183 114 135
is_linear=0
shrinkage=0.00270699


Tree=2034
num_leaves=28
num_cat=0
split_feature=1 1 12 2 2 2 12 14 2 15 1 12 2 43 49 2 12 0 12 1 50 13 12 483 43 1 12
split_gain=275.836 54.7587 27.5086 18.5214 12.2919 11.9444 8.63972 6.98436 4.46701 3.98509 3.62266 4.90086 3.61858 3.37283 3.59088 3.34625 2.8534 2.54742 3.24884 2.51802 2.05891 1.91449 1.47913 1.24651 1.18947 0.94772 0.826305
threshold=0.10509 0.13276500000000002 0.087255000000000013 0.095850000000000005 0.16730000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.073890000000000011 0.123795 -0.15300999999999995 0.087055000000000007 0.085380000000000011 0.12026500000000001 -0.10254999999999999 -0.0092699999999999987 0.10682000000000001 0.09696500000000001 -0.076734999999999984 0.091625000000000012 0.082295000000000021 0.11104500000000002 -0.065239999999999979 0.092085000000000014 0.088995000000000005 -0.041049999999999996 0.11189500000000001 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=3 2 12 5 9 -1 -5 10 13 -3 17 -12 25 -8 -15 16 -4 20 -19 22 23 26 -16 -7 -23 -2 -13
right_child=1 4 15 6 -6 7 8 -9 -10 -11 11 21 -14 14 19 -17 -18 18 -20 -21 -22 24 -24 -25 -26 -27 -28
leaf_value=0.0096070882480407908 0.008543013608947608 0.0074451203414585805 0.01062459560940174 0.0093124692903957355 0.0063820518876060023 0.010800948587558364 0.010927178512385007 0.011480652194804044 0.0095016377053258189 0.0083182971212377426 0.0096633564998395375 0.010529527995547386 0.0080803379223943622 0.0095611264778761532 0.010605162382203732 0.0093390377923865779 0.0097631260624201389 0.010788060258676622 0.0098681187969077433 0.010768240040121503 0.010258683540347301 0.010526447006139314 0.010098640097004711 0.010398879637882042 0.009988764245175483 0.0089667236413381469 0.010889108638757722
leaf_weight=79 83 92 52 90 60 921 54 72 57 63 55 111 92 53 53 52 60 54 57 70 60 63 224 62 61 77 90
leaf_count=79 83 92 52 90 60 921 54 72 57 63 55 111 92 53 53 52 60 54 57 70 60 63 224 62 61 77 90
internal_value=0 0.00849279 0.00905514 0.0104752 0.00740458 0.0106182 0.0100743 0.0106679 0.0102084 0.00780021 0.0106297 0.0104023 0.00850379 0.0102971 0.0102119 0.00990215 0.0101633 0.0107046 0.0103159 0.0103112 0.0107459 0.0105273 0.0101957 0.0107756 0.0102622 0.0087471 0.0106907
internal_weight=0 631 416 2286 215 1685 601 1606 511 155 1534 380 252 454 400 164 112 1154 111 347 1043 325 277 983 124 160 201
internal_count=2917 631 416 2286 215 1685 601 1606 511 155 1534 380 252 454 400 164 112 1154 111 347 1043 325 277 983 124 160 201
is_linear=0
shrinkage=0.00265391


Tree=2035
num_leaves=30
num_cat=0
split_feature=1 47 12 4 2 1 12 12 1 16 12 1 12 0 4 48 12 49 16 11 0 12 16 4 2 4 399 484 12
split_gain=85.1803 15.9406 12.5994 9.70402 7.78428 7.30225 7.56294 5.13068 6.35047 4.49686 4.08403 3.05152 2.69421 2.63949 2.46621 2.25977 2.01347 2.16673 1.74611 1.74451 2.51193 1.6673 1.65738 1.18089 2.39042 1.34583 1.13065 0.714027 0.955815
threshold=0.11156000000000001 0.085585000000000008 0.056995000000000011 -0.17006499999999999 0.14019000000000004 0.093575000000000019 -0.0066799999999999993 0.086730000000000015 0.083065000000000014 -0.010749999999999997 0.092395000000000019 0.13300500000000001 0.11755500000000001 -0.099244999999999986 -0.018069999999999996 0.081520000000000023 0.093670000000000017 0.059130000000000009 -0.4193599999999999 0.080455000000000013 -0.060094999999999989 0.085785000000000014 -0.082359999999999989 -0.082619999999999985 0.084045000000000022 -0.016029999999999996 0.088925000000000018 -0.054544999999999989 0.088395000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 11 6 -5 8 13 15 -3 18 14 -4 19 -7 27 -18 -2 20 26 23 -6 24 -15 -25 -9 -16 -29
right_child=1 10 7 5 22 9 -8 12 -10 -11 -12 -13 -14 21 16 -17 17 -19 -20 -21 -22 -23 -24 25 -26 -27 -28 28 -30
leaf_value=0.0029461683226102943 0.002033033901265835 0.0017540900134106828 0.0034696313736055197 0.0028891172041680367 0.0009112140913620975 0.0023122845571889386 0.0018751959125478919 0.0027136106426067356 0.0021869538220034785 0.0010208869812098221 0.0026436621735263341 0.0010610386384368256 0.0021856748806742005 0.0034750104385758802 0.0029069672629932876 0.0015715515952490864 0.0020169026529271595 0.0025979744147697735 0.0014573579253092453 0.0031112714615769504 0.0022390825673946984 0.0032325172436360084 0.00028559960568368391 0.002495457489999194 0.0027010645219656361 0.0028915444785927798 0.0030827014682192548 0.002341859631805786 0.0027034759410071297
leaf_weight=99 52 66 70 95 59 53 97 675 70 52 69 91 85 52 53 55 93 77 103 74 71 98 52 85 53 171 60 77 132
leaf_count=99 52 66 70 95 59 53 97 675 70 52 69 91 85 52 53 55 93 77 103 74 71 98 52 85 53 171 60 77 132
internal_value=0 0.00146207 0.00262541 0.00224 0.00117956 0.00204131 0.00237702 0.00271248 0.00291041 0.00163829 0.00220896 0.00143266 0.0026276 0.00300609 0.00265621 0.00193531 0.00249763 0.00228025 0.00165066 0.00273402 0.00269935 0.00293534 0.000618379 0.00285459 0.00308461 0.00276014 0.00274378 0.00263857 0.00257038
internal_weight=0 492 2447 451 357 352 192 1996 599 160 135 246 1397 529 1312 108 432 170 155 880 806 459 111 361 105 256 735 262 209
internal_count=2939 492 2447 451 357 352 192 1996 599 160 135 246 1397 529 1312 108 432 170 155 880 806 459 111 361 105 256 735 262 209
is_linear=0
shrinkage=0.00255085


Tree=2036
num_leaves=12
num_cat=0
split_feature=106 40 10 1446 43 12 0 1375 51 52 52
split_gain=1.67577 1.7598 1.86476 1.79067 2.59468 4.0514 2.05785 1.51163 1.61436 1.19869 2.72464
threshold=0.084470000000000017 0.053385000000000009 0.057650000000000007 0.10392000000000001 -0.14386499999999997 0.085425000000000015 0.12469500000000001 -0.16449999999999998 0.13605000000000003 -0.018094999999999997 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -6 -9 -7 -11
right_child=-2 -3 -4 -5 6 9 -8 8 -10 10 -12
leaf_value=0.0052042492553584403 -0.00030626834804926216 -0.0001485305797456275 -0.00026065749033503334 -0.00011222179327217934 -0.00020776193478682387 0.0034193221276808531 0.0036546878716410438 0.0016383718066112665 0.0031730894998249046 -0.00053043730776012742 0.0027587410690838557
leaf_weight=69 53 63 57 61 53 55 66 2242 89 52 79
leaf_count=69 53 63 57 61 53 55 66 2242 89 52 79
internal_value=0 0.00169518 0.00173637 0.00177756 0.00182022 0.00289268 0.00170855 0.00165462 0.00169702 0.00203452 0.0014522
internal_weight=0 2886 2823 2766 2705 255 2450 2384 2331 186 131
internal_count=2939 2886 2823 2766 2705 255 2450 2384 2331 186 131
is_linear=0
shrinkage=0.0111644


Tree=2037
num_leaves=32
num_cat=0
split_feature=1 1 12 3 0 1 41 4 4 3 4 3 156 47 15 0 133 1 0 15 0 3 4 133 4 4 15 4 12 15 131
split_gain=95.4121 15.7067 12.6545 7.12525 5.391 4.91599 5.72385 4.80657 3.98206 3.49475 3.50187 3.44957 2.93061 2.64122 2.30855 2.24423 2.31968 2.12428 3.28156 2.04807 1.79751 1.46676 1.27757 1.41446 1.04501 0.963244 0.96139 0.877983 1.92489 0.872282 0.569111
threshold=0.10398500000000001 0.13130500000000003 0.085075000000000026 -0.079224999999999976 0.040570000000000002 0.089875000000000024 0.075585000000000013 0.27998000000000006 -0.039279999999999995 0.10402500000000002 0.00059000000000000014 -0.011259999999999997 0.083125000000000018 0.082465000000000024 0.089180000000000023 -0.07106999999999998 0.08413000000000001 0.087225000000000011 -0.086354999999999987 -0.45775499999999997 -0.083564999999999987 0.11500500000000001 -0.070654999999999982 -0.0085699999999999995 0.056640000000000003 -0.082199999999999981 -0.0090849999999999976 -0.021669999999999998 0.090745000000000006 -0.074124999999999983 0.086210000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 5 6 20 -3 -4 10 12 -2 15 -10 -7 27 -17 18 24 -9 22 -13 23 -1 -12 30 -24 28 -5 -27 -22
right_child=1 7 8 9 -6 14 -8 19 13 -11 17 21 -14 -15 -16 16 -18 -19 -20 -21 25 -23 26 -25 -26 29 -28 -29 -30 -31 -32
leaf_value=0.003052198432121941 0.0010909871807153022 0.001560169911579057 0.0031159838000457962 0.0022532395022944159 0.0022589673881822582 0.0021472196212111278 0.0037457633424719697 0.0011400980398905199 0.0017556043022178231 0.0019716282328759364 0.0031120251908504939 0.0020275036988005582 0.0032224714078328311 0.0025661703814818596 0.0028421585014290892 0.0027479370565415672 0.0019759109257794891 0.0019775595467145168 0.0021384040221394556 0.00048245304608376125 0.0028816734002616571 0.0015129237158538122 0.0029977800879681421 0.0034567678510304179 0.0026059891921443902 0.0030412231186985219 0.0026096626845851381 0.0030220627087217803 0.002864784434518864 0.0026508057219367912 0.0032255582052765157
leaf_weight=205 85 84 52 52 89 76 72 58 52 62 52 80 90 69 66 57 58 67 91 87 125 84 331 94 74 53 56 96 143 227 52
leaf_count=205 85 84 52 52 89 76 72 58 52 62 52 80 90 69 66 57 58 67 91 87 125 84 331 94 74 53 56 96 143 227 52
internal_value=0 0.00161566 0.00192548 0.00279032 0.00290576 0.00294816 0.00300397 0.00104459 0.00248813 0.00259204 0.00264132 0.00153445 0.00277894 0.00221807 0.00247042 0.00268055 0.00235882 0.00240087 0.00253143 0.00074571 0.00295722 0.00176411 0.00304538 0.00317948 0.00281506 0.00282482 0.00294169 0.00280759 0.00270185 0.00272481 0.00298287
internal_weight=0 651 422 2288 1446 1357 1215 229 173 842 780 249 496 121 142 406 115 284 217 145 1143 164 686 299 126 457 387 291 195 280 177
internal_count=2939 651 422 2288 1446 1357 1215 229 173 842 780 249 496 121 142 406 115 284 217 145 1143 164 686 299 126 457 387 291 195 280 177
is_linear=0
shrinkage=0.00270699


Tree=2038
num_leaves=14
num_cat=0
split_feature=1444 2 457 1429 52 52 0 2 52 15 15 13 0
split_gain=1.78046 1.72997 1.3992 1.27898 1.2375 1.25563 1.46203 1.36199 1.13663 0.831807 0.813225 1.67111 0.419632
threshold=-0.080624999999999988 0.13501500000000002 0.11129500000000002 -0.092119999999999994 -0.54643499999999989 -0.16495999999999997 -0.055729999999999995 0.12141500000000001 -0.085009999999999988 -0.086819999999999994 -0.035654999999999992 -0.023024999999999997 -0.048199999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 12 6 9 8 -7 -6 11 -3 -5
right_child=1 10 -4 4 5 7 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.00055542949257088173 0.0037167378410225449 3.7026566656287635e-05 3.5335895850820392e-05 0.0022395206126360513 0.0026891647979903946 0.0025995154747464116 -0.00092097675896208925 0.0038019787013695849 0.0016979120593079654 0.0008822511659187757 -0.00054818040634645345 0.0025657799045687062 0.0037450063632548662
leaf_weight=53 55 92 66 52 55 240 52 53 1896 132 60 70 63
leaf_count=53 55 92 66 52 55 240 52 53 1896 132 60 70 63
internal_value=0 0.0017226 0.00180975 0.00185477 0.00181445 0.00175515 0.000905734 0.00184783 0.00179928 0.0014144 0.000676217 0.00113051 0.00306541
internal_weight=0 2886 2664 2598 2543 2428 239 2189 2136 187 222 162 115
internal_count=2939 2886 2664 2598 2543 2428 239 2189 2136 187 222 162 115
is_linear=0
shrinkage=0.0123264


Tree=2039
num_leaves=26
num_cat=0
split_feature=1 1 12 3 4 12 1 4 0 0 4 4 12 0 51 0 4 0 42 1 43 3 4 403 403
split_gain=163.126 32.0247 21.4726 13.2609 8.72655 7.32408 6.62327 5.05349 5.87395 4.28955 3.08009 2.43379 4.02465 2.35163 2.22385 2.46216 2.21339 2.55389 2.08134 1.75866 1.52694 1.40978 0.620251 0.595748 1.4762
threshold=0.10398500000000001 0.13074500000000003 0.085075000000000026 0.096440000000000012 0.31392000000000003 -0.032329999999999991 0.092755000000000018 -0.082199999999999981 -0.050064999999999991 0.040570000000000002 0.046185000000000004 0.049545000000000006 0.092900000000000024 -0.034759999999999992 -0.085594999999999991 -0.10726999999999999 0.056815000000000011 -0.16926499999999997 -1.0000000180025095e-35 0.076160000000000019 -0.082024999999999987 -0.0075749999999999993 0.074650000000000008 1.0000000180025095e-35 -0.020194999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 -3 6 -1 9 11 18 -4 14 22 16 20 -16 -2 -18 23 -20 -9 -6 -13 24 -7
right_child=1 4 10 -5 21 7 -8 8 -10 -11 -12 12 -14 -15 15 -17 17 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=0.0031830809941359515 0.0013301841071030485 0.0017245213741817376 0.0032322187929403009 0.0023661429557683702 0.0010450879629885536 0.0035821492864853005 0.0020288184164165774 0.0039818516166756357 0.0024486556519946624 0.0030792433294355853 0.0025596033020012228 0.003130878289595837 0.0026537915933875279 0.0022343164736345778 0.00276442443561445 0.0033251592864790209 0.0022599896915695499 0.001502227286166211 0.0036523252364632367 0.0041924878793068139 0.0034229900692210667 0.00052981281221274872 0.0034716688061205035 0.0037576418609492541 0.0031147911819701226
leaf_weight=78 81 85 94 100 52 168 52 52 54 102 79 62 94 55 52 1045 55 57 90 67 78 93 80 56 58
leaf_count=78 81 85 94 100 52 168 52 52 54 102 79 62 94 55 52 1045 55 57 90 67 78 93 80 56 58
internal_value=0 0.00183873 0.00224876 0.00325766 0.00108806 0.00329839 0.00272158 0.00333481 0.00326059 0.0035429 0.00292523 0.00329054 0.0030566 0.00177677 0.00333551 0.0032986 0.00164624 0.00187458 0.00365057 0.00388301 0.00364674 0.000714785 0.00332306 0.00352107 0.00346233
internal_weight=0 651 421 2288 230 2188 130 2058 1517 541 173 1463 236 248 1227 1097 193 112 439 157 130 145 142 282 226
internal_count=2939 651 421 2288 230 2188 130 2058 1517 541 173 1463 236 248 1227 1097 193 112 439 157 130 145 142 282 226
is_linear=0
shrinkage=0.00250084


Tree=2040
num_leaves=25
num_cat=0
split_feature=15 2 39 3 2 2 3 2 2 2 2 2 2 151 43 159 3 15 3 15 15 3 15 133
split_gain=137.334 65.7431 34.8895 18.4126 10.2416 8.90457 8.54545 8.50258 7.77006 5.67629 5.51195 5.07604 4.70239 3.56276 3.04216 3.42199 2.98334 2.95099 2.37467 2.05076 2.20137 1.39359 1.07653 1.05681
threshold=-0.26361999999999991 0.11183000000000003 0.0047850000000000011 -0.029394999999999998 -0.0098549999999999974 0.13388500000000003 0.11269500000000002 0.094985000000000014 0.14073000000000005 0.08895500000000002 0.072175000000000017 0.082165000000000016 0.10233000000000002 -0.0017399999999999998 -0.10561 0.096810000000000021 0.14813000000000001 0.094570000000000015 -0.082204999999999986 0.08487500000000002 -0.080264999999999989 -0.10067 0.091285000000000019 -0.14757499999999998
decision_type=2 2 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 5 -4 18 9 -6 12 10 19 -12 -1 -5 21 17 -15 -16 -3 20 -2 -11 -21 -13
right_child=1 3 4 13 7 -7 -8 -9 -10 14 11 23 -14 16 15 -17 -18 -19 -20 22 -22 -23 -24 -25
leaf_value=0.0016211424336607454 0.0043479963352772944 0.0034612496790094116 0.0021307474287896762 0.0018645641517303785 0.004202881236542241 0.0026404381883033761 0.0031834086936244526 0.0027269815689258316 0.00096387898243176565 0.0048142365762100653 0.0053688609840797721 0.0048202516245119259 0.0025484740395174776 0.0031016656030707157 0.0038797740743237463 0.0046384893334018547 0.002185850403245019 0.0043542637968673375 0.0041462045831834084 0.0045727255052048664 0.0038398346727018667 0.0042104685847409755 0.0042155834191113916 0.0044577778119805163
leaf_weight=78 100 65 62 72 60 62 52 55 61 59 52 67 83 53 475 64 52 122 89 109 173 56 154 671
leaf_count=78 100 65 62 72 60 62 52 55 61 59 52 67 83 53 475 64 52 122 89 109 173 56 154 671
internal_value=0 0.00400192 0.00417463 0.00297747 0.00301876 0.00350814 0.0042696 0.00349727 0.00178751 0.00429645 0.00440437 0.00454856 0.00209939 0.00232971 0.00411201 0.0040409 0.00264839 0.00397679 0.00385729 0.0041918 0.00402608 0.00452048 0.00436371 0.00449072
internal_weight=0 2724 2331 393 177 216 2154 115 222 2102 1326 790 161 177 776 661 105 597 154 536 273 115 263 738
internal_count=2946 2724 2331 393 177 216 2154 115 222 2102 1326 790 161 177 776 661 105 597 154 536 273 115 263 738
is_linear=0
shrinkage=0.00270699


Tree=2041
num_leaves=19
num_cat=0
split_feature=1 0 123 1443 12 41 43 43 49 133 52 133 133 0 1 52 43 16
split_gain=3.79317 2.604 1.9963 1.616 1.56609 1.37972 1.41572 1.36059 1.44651 1.91006 1.3483 1.06765 1.41811 0.839339 0.734117 0.745476 0.639796 0.240024
threshold=0.13074500000000003 -0.11167499999999998 0.089295000000000013 0.084655000000000022 -0.079404999999999989 1.0000000180025095e-35 -0.008069999999999999 -0.10945499999999998 -0.070754999999999985 0.085895000000000013 -0.018094999999999997 -0.14785999999999996 -0.051434999999999988 -0.081814999999999985 0.087960000000000024 0.047800000000000009 -1.0000000180025095e-35 -0.081204999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -3 7 -7 14 9 10 -9 13 -13 -10 15 -1 -6 -17
right_child=1 4 -4 -5 16 6 -8 8 11 -11 -12 12 -14 -15 -16 17 -18 -19
leaf_value=0.0014185008247246096 0.0022501688063705952 -0.0016230401723134895 7.6962171265231468e-06 0.0034091562610903542 0.0012791851989815437 0.0017031933760574729 0.0038362738853356952 0.0038651826821602098 0.002804160134095728 0.00090440401226771954 0.0019251141231229683 0.00066652480663539795 0.0015302916001171351 0.0013846775433698972 0.0034820449350611866 0.0022028972264986381 -0.00024952055166095426 0.003196005839201997
leaf_weight=92 58 60 71 62 52 68 65 86 112 66 69 233 1554 74 52 54 66 52
leaf_count=92 58 60 71 62 52 68 65 86 112 66 69 233 1554 74 52 54 66 52
internal_value=0 0.000351977 0.00171593 0.00176185 -0.000265917 0.00172218 0.0027465 0.00166639 0.00158409 0.00237624 0.00300225 0.0014953 0.00141773 0.00224001 0.00238819 0.00210036 0.000423213 0.00269112
internal_weight=0 236 2710 2639 178 2577 133 2444 2194 221 155 1973 1787 186 250 198 118 106
internal_count=2946 236 2710 2639 178 2577 133 2444 2194 221 155 1973 1787 186 250 198 118 106
is_linear=0
shrinkage=0.0103142


Tree=2042
num_leaves=35
num_cat=0
split_feature=1 3 2 1 2 1 2 40 14 1 2 123 2 2 2 2 156 3 52 2 42 42 52 42 15 1212 15 3 3 15 42 15 403 3
split_gain=289.652 58.6792 20.2166 15.7511 15.3391 9.87212 8.38672 7.30499 6.11916 4.88636 4.55177 4.40891 4.3306 4.10056 3.54279 3.45141 2.89146 3.68855 2.78271 3.1347 2.47933 2.36466 2.23586 2.12665 1.8559 1.16766 1.15352 0.966446 1.35617 0.815328 0.758601 0.661762 0.547265 0.477823
threshold=0.10404000000000001 -0.053364999999999996 0.094765000000000016 0.13654500000000003 0.11504500000000002 0.086005000000000012 -1.0000000180025095e-35 -0.027374999999999997 0.077140000000000014 0.15190500000000004 0.086115000000000011 0.08901000000000002 -1.0000000180025095e-35 0.11366500000000002 0.11002000000000002 0.087765000000000024 0.083125000000000018 -0.046079999999999989 -0.081164999999999987 0.083725000000000008 0.091330000000000008 0.073240000000000013 -0.15201999999999996 0.079335000000000003 -0.09547499999999999 1.0000000180025095e-35 -0.084904999999999994 -0.081804999999999975 -0.078759999999999983 -0.021954999999999999 0.091555000000000011 -0.099614999999999981 -0.092714999999999978 -0.087454999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 11 21 8 -7 -4 15 -5 27 12 -3 16 -14 18 17 20 -1 -20 23 -2 -15 -9 -16 -21 31 33 -29 -28 -30 -17 -31 -8
right_child=1 3 7 9 -6 6 10 13 -10 -11 -12 -13 14 22 24 26 -18 -19 19 25 -22 -23 -24 -25 -26 -27 29 28 30 32 -32 -33 -34 -35
leaf_value=0.0032940660901296368 0.002440887403377264 0.00052421632849060655 0.0020663266980152739 0.00031240121760135178 0.001284027539500329 0.002284713103872136 0.0033933893452392379 0.0031741208929505775 0.0045342933450839831 -0.00072973777696080141 0.0025491451747943934 0.00036232917487543298 0.0020309321554048904 0.0030525195510404776 0.0015392610934628012 0.0034113010440660397 0.0037039687480506919 0.0023821630305599336 0.0042728060630526097 0.00379772296760498 0.0028307357608140901 0.0031215297456412406 0.0023622331063069442 0.0038049574170741112 0.00085419516532279189 0.0034688709940221291 0.0030169504763403283 0.0030060323084497129 0.0037136624555192594 0.003620075736021727 0.0032832230904773357 0.0037911250156461187 0.0033249857184077772 0.0037243488134924905
leaf_weight=96 66 53 69 94 68 71 57 137 55 54 52 58 52 59 56 65 64 52 92 309 102 97 93 59 66 116 55 76 58 64 73 83 233 92
leaf_count=96 66 53 69 94 68 71 57 137 55 54 52 58 52 59 56 65 64 52 92 309 102 97 93 59 66 116 55 76 58 64 73 83 233 92
internal_value=0 0.00126257 0.0033347 0.000662957 0.00238641 0.00349616 0.00316187 0.00291587 0.00363322 -6.76395e-05 0.00331444 0.00104246 0.00121611 0.00301938 0.00142668 0.00358867 0.00316214 0.00306298 0.00372806 0.00380859 0.00318168 0.00284611 0.00263037 0.00336417 0.00116889 0.00370804 0.00341771 0.00342614 0.00330234 0.00333068 0.00347402 0.00362451 0.00338867 0.00359794
internal_weight=0 664 2282 433 231 1647 479 635 1168 148 408 285 227 566 174 1113 414 350 613 517 298 163 152 196 122 425 500 356 207 352 131 148 297 149
internal_count=2946 664 2282 433 231 1647 479 635 1168 148 408 285 227 566 174 1113 414 350 613 517 298 163 152 196 122 425 500 356 207 352 131 148 297 149
is_linear=0
shrinkage=0.00276112


Tree=2043
num_leaves=14
num_cat=0
split_feature=0 4 14 13 4 4 51 16 157 4 1375 4 0
split_gain=3.66539 2.73433 2.04737 1.82964 1.58095 2.87149 1.97256 1.60163 1.46955 1.44137 1.4209 0.854279 0.669787
threshold=0.13304000000000002 0.31392000000000003 0.082295000000000021 -0.16140499999999997 -0.38384499999999994 -0.10701499999999999 -0.045524999999999989 -0.35377499999999995 -0.10835999999999998 0.41939500000000002 -0.15308499999999997 0.51395000000000002 -0.13165999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 6 -6 -1 12 -9 -5 -10 -11 -7
right_child=-2 3 -4 9 5 7 -8 8 10 11 -12 -13 -14
leaf_value=0.0019498464312028996 -0.00081045329057939078 0.0024353068169213239 0.004205720899253312 -0.001228197133181178 -0.00020337901868484591 0.0042306529471460783 0.0047425024823343938 0.00012920208464086439 0.003831150889768052 0.0015171552947380045 0.0018239461095631829 -0.0003018518172936503 0.0024924586622353043
leaf_weight=92 80 70 57 71 99 53 62 73 53 101 1990 60 85
leaf_count=92 80 70 57 71 99 53 62 73 53 101 1990 60 85
internal_value=0 0.00181102 0.00193916 0.000722722 0.00188758 0.00180981 0.003075 0.00189829 0.00181588 0.000205438 0.00187608 0.000838463 0.00316096
internal_weight=0 2866 2564 302 2507 2353 154 2254 2116 232 2043 161 138
internal_count=2946 2866 2564 302 2507 2353 154 2254 2116 232 2043 161 138
is_linear=0
shrinkage=0.0120847


Tree=2044
num_leaves=14
num_cat=0
split_feature=2 51 16 130 11 11 2 2 51 51 2 3 43
split_gain=3.73475 1.51684 1.92185 1.43392 1.14109 1.82006 2.04059 1.70437 1.11756 1.54089 1.46258 1.55489 1.35717
threshold=0.13501500000000002 0.086575000000000027 -0.11082499999999999 -0.083579999999999988 0.095210000000000017 1.0000000180025095e-35 0.08542000000000001 -0.10238999999999998 0.108005 0.13640000000000002 0.087665000000000007 0.076825000000000018 -0.013049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 7 -7 -5 10 -10 11 -9 -12
right_child=1 -3 -4 4 -6 6 -8 8 9 -11 12 -13 -14
leaf_value=0.0030635525011729779 0.00063205347218762086 0.0013970836755284924 -0.002075908906235672 -0.00053656146165011588 -0.00025117031180725736 0.0047492362276981594 0.0018274547602893855 0.0016500062054056583 0.0037563272436447236 0.0012407329546367659 0.0015168419229895571 0.0035005491555405235 0.00066455392610875871
leaf_weight=91 76 72 77 60 52 53 103 1035 75 68 631 71 482
leaf_count=91 76 72 77 60 52 53 103 1035 75 68 631 71 482
internal_value=0 -4.8715e-05 -0.000729934 0.00157077 0.00151907 0.00155483 0.00282094 0.00147323 0.00152433 0.002561 0.00145747 0.00176892 0.00114786
internal_weight=0 225 153 2721 2630 2578 156 2422 2362 143 2219 1106 1113
internal_count=2946 225 153 2721 2630 2578 156 2422 2362 143 2219 1106 1113
is_linear=0
shrinkage=0.0120847


Tree=2045
num_leaves=28
num_cat=0
split_feature=4 2 12 2 2 2 4 2 12 2 13 11 4 51 12 0 0 0 2 43 12 483 4 12 15 50 13
split_gain=232.085 71.6462 30.3087 23.6863 13.6839 17.8759 11.5786 11.9437 7.83899 7.6518 7.12881 5.86868 4.85462 4.09923 3.33053 2.74895 2.41 2.04406 1.56624 2.94315 1.84551 1.77941 1.49413 1.3169 0.954511 0.933857 0.881259
threshold=0.31392000000000003 0.13388500000000003 0.056995000000000011 0.15205000000000002 0.10773000000000001 -1.0000000180025095e-35 -0.081139999999999976 0.092250000000000013 0.092855000000000007 0.15305000000000002 -0.0073899999999999999 1.0000000180025095e-35 0.028075000000000006 0.013805000000000001 -0.077389999999999987 -0.11825999999999999 -0.077364999999999975 -0.077614999999999976 0.088820000000000024 -0.0011349999999999999 0.083785000000000012 0.083090000000000011 0.0011850000000000003 0.098785000000000012 0.08759500000000002 0.08568000000000002 0.053700000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 5 -1 -7 -8 11 -3 14 18 13 17 -2 -12 -15 26 20 21 -4 -20 -6 -14 -22 -19 -10
right_child=3 9 8 -5 22 6 7 -9 12 -11 15 -13 23 16 -16 -17 -18 25 19 -21 24 -23 -24 -25 -26 -27 -28
leaf_value=0.010204054097142914 0.009300256593523239 0.010101276341641135 0.012432590505945064 0.0072599783475547474 0.0097986370928863503 0.012537071354985302 0.011957706296118422 0.010497082869579653 0.012365117815489298 0.0086521559454965698 0.010304055729177917 0.012759026923922685 0.011438312013384749 0.011698441211588624 0.0083734053175084488 0.0094424623342526156 0.010821003372502408 0.011649621619430377 0.01203702177939041 0.011188077917175143 0.012044875401500522 0.011446523273978399 0.010501125724611943 0.010897875451346632 0.011814795464781369 0.012042372685997844 0.0119073497939284
leaf_weight=89 73 71 86 54 53 90 100 87 83 53 59 82 85 52 59 67 55 237 210 58 568 56 52 74 228 71 71
leaf_count=89 73 71 86 54 53 90 100 87 83 53 59 82 85 52 59 67 55 237 210 58 568 56 52 74 228 71 71
internal_value=0 0.0116146 0.0117209 0.00899261 0.0110638 0.0113268 0.0116874 0.0112783 0.0118744 0.00948214 0.00935514 0.0120098 0.0116347 0.0117598 0.00888621 0.00984615 0.0112477 0.0118783 0.0119588 0.0117832 0.0120233 0.0119128 0.0101468 0.011187 0.011979 0.0117403 0.0121543
internal_weight=0 2611 2487 312 471 366 277 187 2016 124 258 1288 728 569 132 126 107 462 1206 324 882 266 105 159 796 308 154
internal_count=2923 2611 2487 312 471 366 277 187 2016 124 258 1288 728 569 132 126 107 462 1206 324 882 266 105 159 796 308 154
is_linear=0
shrinkage=0.00287267


Tree=2046
num_leaves=21
num_cat=0
split_feature=4 39 0 4 11 11 4 0 48 0 49 4 48 39 0 0 4 0 43 0
split_gain=5.41736 2.69505 1.91417 4.27296 3.12047 2.72671 1.09713 1.25301 1.04911 2.01162 1.60577 1.95219 1.2776 1.03087 0.860308 0.584452 1.15729 0.552165 0.529893 0.649651
threshold=0.31392000000000003 0.08481000000000001 -0.00077999999999999999 -0.42305999999999994 0.079225000000000004 1.0000000180025095e-35 -0.085594999999999991 -0.086354999999999987 0.10713500000000002 -0.13409999999999997 -0.080264999999999989 0.0029800000000000004 0.087645000000000015 0.098380000000000009 -0.11214999999999999 -0.056754999999999993 0.44128500000000004 -0.082844999999999988 -0.0042299999999999994 -0.080634999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 5 4 -4 6 7 -1 9 10 -8 -12 14 -3 -11 16 -2 -14 19 -9
right_child=1 13 3 -5 -6 -7 8 18 -10 12 11 -13 17 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0045747359074502789 -0.00099715829422789763 0.0031653656812673609 0.0037655177218357677 -0.0012011355896221799 0.00013918400072241612 0.0043665631583367052 0.0025509835801135671 0.0022064489377197857 0.0033147706061846019 0.0037726791610491763 -0.0017307849559596254 0.0013591905721907136 0.0015772942174215915 0.00079433223584137391 0.0021819907744278369 -0.0015200315896123258 0.001412092840124354 4.1776513016950672e-05 0.0013619255002804136 0.0039039733044208664
leaf_weight=57 80 54 93 85 63 92 55 97 100 56 58 73 119 63 1500 63 52 54 52 57
leaf_count=57 80 54 93 85 63 92 55 97 100 56 58 73 119 63 1500 63 52 54 52 57
internal_value=0 0.000380984 0.00213444 0.00106583 0.0023019 0.00224305 0.00215723 0.00292219 0.00205732 0.00199159 0.000748062 -7.86561e-06 0.00212528 0.0018898 0.00223933 -0.00052362 -4.70425e-05 0.00109878 0.00246427 0.00283563
internal_weight=0 312 2611 241 156 2370 2278 263 2015 1915 186 131 1729 117 1556 195 132 173 206 154
internal_count=2923 312 2611 241 156 2370 2278 263 2015 1915 186 131 1729 117 1556 195 132 173 206 154
is_linear=0
shrinkage=0.0125729


Tree=2047
num_leaves=20
num_cat=0
split_feature=4 2 2 2 376 0 4 42 3 0 4 3 0 4 3 0 0 15 42
split_gain=105.617 39.0891 15.6024 14.3561 11.2631 9.14617 9.48201 4.97704 4.50361 3.67543 3.17715 3.08468 2.81686 2.48673 2.09892 2.05126 1.60335 1.11974 0.609805
threshold=0.31392000000000003 0.14132000000000003 0.099845000000000003 0.14019000000000004 0.083760000000000015 -0.10028499999999999 0.016670000000000001 0.088805000000000009 0.093925000000000022 -0.14920999999999998 0.0033150000000000007 -0.079774999999999985 -0.00077999999999999999 -0.0088849999999999988 -0.094654999999999975 -0.15270499999999995 -0.06952499999999999 -0.068309999999999996 0.079335000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 8 6 -4 11 9 -1 12 -2 -11 14 -7 -13 -15 -12 -16
right_child=3 -3 5 -5 -6 13 -8 -9 -10 10 17 15 -14 16 18 -17 -18 -19 -20
leaf_value=0.0033758387981275063 0.0020301021720210925 0.00084365372790744448 0.0010014084596253121 -0.00012234587070212064 0.0015767394874357744 0.0022931524140914158 0.0023555904142475172 0.00064574018718020819 0.0021843199648903721 0.0028985783103567322 0.0026712356265115389 0.0016254646465594892 0.0023210725774350828 0.0024334564826512459 0.0027121024313865707 0.00085178723872325298 0.0018103990193012586 0.0022900079454516512 0.0030755436433028793
leaf_weight=97 58 92 77 77 57 77 81 72 81 1423 182 52 68 82 93 53 52 89 60
leaf_count=97 58 92 77 77 57 77 81 72 81 1423 182 52 68 82 93 53 52 89 60
internal_value=0 0.00261191 0.00267648 0.000912008 0.00278764 0.00225116 0.00169583 0.00125105 0.00282321 0.00285103 0.00282212 0.00151824 0.00287226 0.00249212 0.00266691 0.00123522 0.00219189 0.00254614 0.00285482
internal_weight=0 2611 2519 312 1997 522 158 235 1940 1859 1762 163 1491 364 230 105 134 271 153
internal_count=2923 2611 2519 312 1997 522 158 235 1940 1859 1762 163 1491 364 230 105 134 271 153
is_linear=0
shrinkage=0.00276112


Tree=2048
num_leaves=25
num_cat=0
split_feature=1 1 1 14 15 12 52 1 15 12 48 52 13 13 13 12 13 15 51 52 48 12 48 12
split_gain=136.803 26.4688 14.9512 9.97719 9.45849 8.37916 8.3458 6.71991 4.99929 4.69532 4.17958 3.54379 3.4739 3.1785 2.67787 3.00735 2.4946 2.26483 2.10496 2.03076 1.99376 0.772697 0.492056 0.366406
threshold=0.10921500000000002 0.13662500000000002 0.094655000000000017 0.064610000000000015 0.033605000000000003 0.085075000000000026 -0.091329999999999981 0.15028500000000003 0.12625000000000003 0.088295000000000012 0.091125000000000025 -0.06860999999999999 -0.0023899999999999993 -0.014114999999999997 0.057990000000000007 0.088845000000000021 -0.0079349999999999993 -1.0000000180025095e-35 -0.094084999999999988 -0.023474999999999996 0.084705000000000016 0.10052500000000002 0.10327000000000001 -0.053404999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 8 6 12 -4 23 10 20 14 -7 19 22 16 -16 18 -18 -1 -2 -8 -17 -12 -3
right_child=1 7 4 -5 -6 11 9 -9 -10 -11 13 -13 -14 -15 15 21 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0025747328503446312 0.00079781523817339269 0.0010484906017937891 0.0027526794535725576 0.0038434220683982827 0.0030592449886282722 0.0028116327497739765 0.0011677566955648248 -0.0002061882382975235 0.0021049737537448248 0.0024148101450933083 0.0029684798163334847 0.0019368420064515945 0.0018553521958412408 0.0020886319213528613 0.002117098395751759 0.0030393928730759086 0.002907006843167647 0.0033357339115443856 0.0029610006063128694 0.001452400407337118 0.0018328514946426568 0.0026180934989009459 0.0026261347947367365 0.00073654516966311636
leaf_weight=106 54 52 87 77 93 52 64 59 54 53 59 80 88 68 52 73 135 225 1089 80 59 52 60 52
leaf_count=106 54 52 87 77 93 52 64 59 54 53 59 80 88 68 52 73 135 225 1089 80 59 52 60 52
internal_value=0 0.00136266 0.00283798 0.00292351 0.0023454 0.00176217 0.00209287 0.000494827 0.00288759 0.00176656 0.0029096 0.00228167 0.00145316 0.00253899 0.0029496 0.00264498 0.00298426 0.00317504 0.00292676 0.00118882 0.00148701 0.00286435 0.0027961 0.000892785
internal_weight=0 517 2406 2050 356 354 263 163 1973 176 1919 132 222 187 1732 177 1555 360 1195 134 123 125 119 104
internal_count=2923 517 2406 2050 356 354 263 163 1973 176 1919 132 222 187 1732 177 1555 360 1195 134 123 125 119 104
is_linear=0
shrinkage=0.00260187


Tree=2049
num_leaves=21
num_cat=0
split_feature=4 2 124 2 2 150 14 2 4 42 11 447 15 50 2 2 15 4 2 43
split_gain=137.311 41.3956 20.885 13.4041 12.3922 17.2009 8.1805 4.5326 4.33226 4.23252 4.11673 3.44886 3.00756 2.21426 2.06647 2.98489 1.54018 1.40729 0.543418 0.539383
threshold=0.31392000000000003 0.14132000000000003 -0.048219999999999992 0.14019000000000004 0.099345000000000017 0.082085000000000019 0.073890000000000011 0.086365000000000011 0.0033150000000000007 0.090295000000000014 1.0000000180025095e-35 0.083945000000000006 -0.43587999999999999 0.083090000000000011 0.076510000000000009 0.089945000000000011 -0.066784999999999983 -0.057674999999999997 0.10773000000000001 -0.081934999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 9 6 10 8 -1 11 12 17 13 -2 -4 16 -16 -10 18 -6 -19
right_child=3 -3 4 -5 5 -7 -8 -9 14 -11 -12 -13 -14 -15 15 -17 -18 19 -20 -21
leaf_value=0.0015486542955850243 0.0021142196581722672 0.0013353484784655693 0.0031771302866597652 0.00032203707697264869 0.00323826288168851 0.0014880981090616954 0.0040079948667441278 0.0024632139903385222 0.0028616604064647063 0.0010085916404477917 0.0035227581246995284 0.0025822915740739364 0.0014344609728174523 0.0034008450598687597 0.0035519795895788291 0.0028178304987202208 0.0023100054863096917 0.0029196759890109804 0.0028798688787788833 0.002644973592452673
leaf_weight=54 75 92 1099 77 54 60 74 92 84 70 61 53 90 376 54 99 52 62 57 188
leaf_count=54 75 92 1099 77 54 60 74 92 84 70 61 53 90 376 54 99 52 62 57 188
internal_value=0 0.00298357 0.00304376 0.00122803 0.00310026 0.00274191 0.00319159 0.00212514 0.00315833 0.00152478 0.00292012 0.00321158 0.0017436 0.00323418 0.00287665 0.00307712 0.00265093 0.00281821 0.00305446 0.00271321
internal_weight=0 2611 2519 312 2373 482 1891 146 1817 235 422 1528 165 1475 289 153 136 361 111 250
internal_count=2923 2611 2519 312 2373 482 1891 146 1817 235 422 1528 165 1475 289 153 136 361 111 250
is_linear=0
shrinkage=0.00250084


Tree=2050
num_leaves=20
num_cat=0
split_feature=4 2 34 3 2 2 0 41 14 160 0 4 4 0 49 15 4 13 2
split_gain=157.817 52.383 24.8921 21.9586 11.4594 9.29037 7.00606 5.48418 7.49923 5.20199 4.23869 5.2349 5.17666 3.57123 3.55156 1.83129 1.52526 1.66904 1.51322
threshold=0.31392000000000003 0.10523 -0.066379999999999981 0.11745500000000002 0.14019000000000004 0.13501500000000002 -0.086954999999999991 0.084515000000000021 0.073890000000000011 -0.072489999999999985 -0.11167499999999998 0.0029800000000000004 0.053925000000000008 -0.084154999999999994 -0.013329999999999998 -0.065419999999999992 -0.012384999999999998 0.0047000000000000002 0.091290000000000024
decision_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 9 6 -3 8 10 -2 11 -4 13 -12 -11 -14 17 -8 -13
right_child=4 3 7 -5 -6 -7 16 -9 -10 14 12 18 15 -15 -16 -17 -18 -19 -20
leaf_value=0.008982835522793187 0.0094653851593424539 0.0095022372612671435 0.0098383386397685891 0.0085725007658487597 0.007595944107844305 0.0090733992989350028 0.010928974810040081 0.0098597500077057584 0.011673151643276631 0.0090364177255027409 0.010953898920711075 0.011053988116378021 0.010501531821830072 0.010695669326485361 0.0081939153903766767 0.009841017797971318 0.010116945434348905 0.010335466132253409 0.010401344807772441
leaf_weight=62 58 80 87 103 86 67 67 53 63 60 688 56 84 966 99 52 74 80 54
leaf_count=62 58 80 87 103 86 67 67 53 63 60 688 56 84 966 99 52 74 80 54
internal_value=0 0.0104981 0.0106762 0.00967928 0.0084347 0.00998898 0.0101927 0.0107261 0.0107485 0.00876697 0.0107192 0.0103385 0.010761 0.0108031 0.00851202 0.0102492 0.0104425 0.0106062 0.0107339
internal_weight=0 2636 2165 471 303 368 301 2103 2050 217 1987 197 1790 1654 159 136 221 147 110
internal_count=2939 2636 2165 471 303 368 301 2103 2050 217 1987 197 1790 1654 159 136 221 147 110
is_linear=0
shrinkage=0.00270699


Tree=2051
num_leaves=38
num_cat=0
split_feature=1 1 12 15 15 1 16 49 15 155 12 0 43 457 43 47 1 43 15 43 0 12 49 0 1 47 16 0 16 474 15 42 15 1212 15 457 12
split_gain=176.048 32.0441 27.1793 7.94004 6.6058 10.4535 11.1142 5.44084 5.36806 5.33315 5.24623 4.62733 3.94759 3.92847 2.65623 3.18112 2.90732 2.63998 2.4111 2.04576 1.96511 1.95459 1.82239 1.74707 1.70128 1.44088 1.35301 1.30067 1.29553 1.1048 0.900838 1.41253 0.899111 1.06592 1.00762 0.823235 0.592671
threshold=0.10398500000000001 0.12448500000000001 0.085075000000000026 -0.26361999999999991 0.025430000000000005 0.093170000000000017 -1.0000000180025095e-35 -0.032374999999999994 -0.43091499999999999 0.092900000000000024 0.090335000000000013 -0.075434999999999988 -0.084879999999999983 0.041935000000000007 -0.081189999999999984 0.078345000000000012 0.086165000000000005 -0.12788999999999998 0.091195000000000012 -0.015924999999999998 -0.11825999999999999 0.097060000000000021 -0.0088699999999999977 -0.099244999999999986 0.094090000000000021 0.08801500000000001 -0.082039999999999988 0.044695000000000006 -0.092864999999999989 0.088585000000000011 0.096995000000000012 0.090175000000000019 0.087670000000000012 0.032510000000000004 0.085915000000000019 -0.081674999999999984 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 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 13 8 5 11 19 -5 -3 25 17 14 -13 20 29 16 22 -6 26 -7 -2 27 -16 -19 30 -4 -12 -14 -25 35 -20 -32 34 -34 -30 -1 -37
right_child=1 3 9 7 10 6 -8 -9 -10 -11 18 12 21 -15 15 -17 -18 23 24 -21 -22 -23 -24 28 -26 -27 -28 -29 32 -31 31 -33 33 -35 -36 36 -38
leaf_value=0.0028227769808080363 0.0012206782534775987 0.00076166956206283353 0.0020255417399595893 0.00057397489822834261 0.0037084857103673848 0.0020278303701967756 0.0030722267069197683 0.0015735482815016182 -0.00024058734464372884 0.0032692917913427293 0.0033676065693308901 0.0020508881019011081 0.0026807965785857609 0.00076133863948699111 0.0032021291728659956 0.0031940096536112604 0.002172696299040247 0.0035176281228481046 0.0027847903098906449 0.0013484722279311601 0.0017751569403856391 0.0023735291975898942 0.0026797910436362669 0.00269238570120762 0.0030264012886277217 0.0025944026232710428 0.002860330993488256 0.0032188165023818781 0.0031117929985000066 0.0034235344328375703 0.0021402584217927105 0.0026490202473828397 0.0031170142753867668 0.0027349002302968187 0.0034868735677145144 0.0032241889377711461 0.0029652933944895668
leaf_weight=92 79 77 55 57 52 59 56 85 59 55 62 74 61 62 53 95 60 61 97 53 82 60 210 53 75 58 73 54 152 52 53 100 145 69 66 127 106
leaf_count=92 79 77 55 57 52 59 56 85 59 55 62 74 61 62 53 95 60 61 97 53 82 60 210 53 75 58 73 54 152 52 53 100 145 69 66 127 106
internal_value=0 0.00140807 0.00186963 0.000758809 0.0028679 0.00274161 0.00216196 0.0011725 0.000326671 0.00262943 0.00301254 0.00283486 0.00253656 0.0012971 0.00292825 0.00279029 0.00267147 0.00316735 0.00281124 0.00170659 0.00150325 0.00274177 0.00278515 0.00311576 0.00269391 0.00231776 0.0030935 0.00293366 0.00306516 0.00308115 0.00259406 0.00247296 0.00311084 0.00299393 0.00322547 0.00302628 0.00310652
internal_weight=0 669 391 278 2270 1212 168 142 136 168 1058 1044 249 223 795 418 323 598 460 112 161 175 263 546 325 113 135 115 485 377 250 153 432 214 218 325 233
internal_count=2939 669 391 278 2270 1212 168 142 136 168 1058 1044 249 223 795 418 323 598 460 112 161 175 263 546 325 113 135 115 485 377 250 153 432 214 218 325 233
is_linear=0
shrinkage=0.00250084


Tree=2052
num_leaves=15
num_cat=0
split_feature=2 39 1456 43 457 48 43 484 1455 52 51 16 2 13
split_gain=4.10954 1.78661 1.5595 1.55445 1.25806 2.50781 1.184 0.99162 1.32365 1.63046 0.932029 0.798212 1.36382 0.708208
threshold=0.13554000000000002 0.089030000000000012 -0.24153499999999997 -0.073404999999999984 0.088850000000000026 -0.087924999999999989 -1.0000000180025095e-35 -0.081109999999999988 0.080985000000000015 0.49613000000000007 -0.025069999999999999 -0.15693499999999996 0.16002500000000003 -0.087229999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -4 -6 10 9 -9 -7 -2 -13 -12
right_child=11 3 4 -5 6 7 -8 8 -10 -11 13 12 -14 -15
leaf_value=0.0046596449234568623 0.0021523838935813785 0.00067877534589325702 0.005268975489945895 0.0029660178797504808 0.0030175424281802224 0.0045754005566981098 0.00085239075523936959 0.0027619087882984035 0.0012969615993063779 0.0042409357766421078 0.0020624702687889788 0.0016274319591175113 -0.00056702405910916153 0.0035517820926627666
leaf_weight=59 84 84 53 62 53 71 71 1913 70 94 56 91 54 124
leaf_count=59 84 84 53 62 53 71 71 1913 70 94 56 91 54 124
internal_value=0 0.00283046 0.00289759 0.00165087 0.00285604 0.00291209 0.00177876 0.00285839 0.00277959 0.00283124 0.00350999 0.00130252 0.00080938 0.00308909
internal_weight=0 2710 2564 146 2505 2381 124 2328 2077 2007 251 229 145 180
internal_count=2939 2710 2564 146 2505 2381 124 2328 2077 2007 251 229 145 180
is_linear=0
shrinkage=0.0109455


Tree=2053
num_leaves=15
num_cat=0
split_feature=3 16 39 0 34 52 2 0 1456 0 151 1456 2 3
split_gain=3.44878 3.45279 2.25699 2.37188 1.89066 1.63513 1.4303 2.44229 2.11773 2.53828 1.55466 1.47928 2.56073 2.03212
threshold=0.31351000000000001 -0.20132999999999998 0.10050500000000002 0.148925 -0.084564999999999987 -0.066844999999999988 0.08895500000000002 -0.0033699999999999993 -0.052914999999999997 -0.22745499999999999 0.084350000000000008 -0.063379999999999978 0.08400500000000001 -0.020049999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -4 7 11 -8 -10 -11 12 -6 -13
right_child=1 -3 5 -5 6 -7 8 -9 9 10 -12 13 -14 -15
leaf_value=0.00036001295352567085 0.0026327317074534098 -0.0019052085229847597 0.0025973572686441957 0.005242669566743699 0.0003132673696103723 -0.00041338833188309435 0.0042128283500259883 0.00054892730300552263 0 0.0023116372746795812 0.0045455925990743884 0.0031147083806526915 0.0037249373086593496 0.0050332534159405742
leaf_weight=54 53 53 52 59 75 63 96 61 73 978 52 1110 65 95
leaf_count=54 53 53 52 59 75 63 96 61 73 978 52 1110 65 95
internal_value=0 0.000362495 0.00267386 0.00274688 0.00269145 0.000946825 0.00273973 0.00301218 0.00242013 0.00226398 0.00242455 0.00312379 0.00189822 0.00326607
internal_weight=0 106 2833 2718 2659 115 2605 1406 1199 1103 1030 1345 140 1205
internal_count=2939 106 2833 2718 2659 115 2605 1406 1199 1103 1030 1345 140 1205
is_linear=0
shrinkage=0.0125729


Tree=2054
num_leaves=24
num_cat=0
split_feature=1 3 4 123 1 39 4 0 3 3 14 0 0 131 12 4 4 123 0 4 13 42 16
split_gain=94.3926 19.2242 7.34624 6.71794 6.71219 6.27778 4.70245 4.04718 3.63128 3.484 3.35787 6.64356 4.16494 3.34714 2.78938 4.65186 2.674 2.56317 2.54494 2.19683 1.42496 0.991489 0.423534
threshold=0.10509 -0.049204999999999992 0.41377500000000006 1.0000000180025095e-35 0.15190500000000004 0.087735000000000021 0.018150000000000003 -0.11327499999999999 0.30863500000000005 -0.15288999999999997 0.073890000000000011 -0.10594499999999998 -0.096444999999999989 0.089325000000000015 0.090335000000000013 -0.50393499999999991 0.24099500000000004 0.083795000000000022 -0.10594499999999998 -0.14994999999999997 -0.066209999999999991 -0.016999999999999998 -0.13895999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 6 5 8 10 16 18 -2 11 -1 -13 -11 15 -14 -8 -7 -3 -16 22 -22 -9
right_child=1 4 -4 -5 -6 17 7 20 -10 13 -12 12 14 -15 19 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.0017838090031835376 0.002661855166934078 0.0013695745687127491 0.001085030590699284 0.0017532031769494111 0.00018411094576555821 0.001180995911863496 0.0029107371200151116 0.0023200531942794969 0.00093697889305283458 0.0014417187888128926 0.0030191378390293914 0.0030897527360939504 0.0032468761057855462 0.0022604905440553351 0.0019320728856241011 0.0024982530142300323 0.0021425333488658241 0.00050549586331045048 0.0020500900144004358 0.002382292209489701 0.0019862090405937749 0.0015315884377556557 0.0020158149084511254
leaf_weight=87 53 89 52 96 52 52 57 56 69 53 64 65 53 70 74 927 53 97 53 590 64 54 59
leaf_count=87 53 89 52 96 52 52 57 56 69 53 64 65 53 70 74 927 53 97 53 590 64 54 59
internal_value=0 0.00132437 0.00189572 0.0023891 0.00100813 0.00112708 0.0024168 0.00215241 0.00139929 0.00213509 0.00246554 0.00244579 0.00247948 0.0019079 0.00245533 0.00253877 0.00254084 0.000741417 0.00162375 0.00233216 0.00196892 0.00177838 0.00216419
internal_weight=0 640 228 2299 412 360 2203 343 211 176 1860 1796 1709 123 1644 980 110 149 142 664 233 118 115
internal_count=2939 640 228 2299 412 360 2203 343 211 176 1860 1796 1709 123 1644 980 110 149 142 664 233 118 115
is_linear=0
shrinkage=0.0024518


Tree=2055
num_leaves=24
num_cat=0
split_feature=1 1 12 2 12 4 43 11 151 1 39 13 12 50 2 4 1 1429 12 2 4 4 13
split_gain=156.706 29.4306 15.7111 11.6142 6.25313 5.2483 4.97775 4.86231 5.57183 4.61391 6.36857 4.41948 2.35802 2.25247 2.16716 1.92443 1.44521 1.85581 1.8918 1.18849 1.0202 0.692439 0.277856
threshold=0.10455000000000002 0.13601500000000002 0.089585000000000012 0.10060500000000001 0.086085000000000009 -0.0090849999999999976 -1.0000000180025095e-35 1.0000000180025095e-35 0.025200000000000004 0.15390500000000004 0.089755000000000015 -0.0042049999999999995 0.095815000000000011 0.11657000000000002 0.12681500000000004 0.056815000000000011 0.095435000000000006 0.084815000000000015 0.084065000000000015 0.11231500000000001 0.052250000000000012 -0.06347499999999999 -0.069029999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 7 6 -4 -5 8 13 10 -3 14 22 16 15 -2 17 18 -1 -13 21 -14 -6
right_child=1 9 5 4 12 -7 -8 -9 -10 -11 -12 19 20 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0042809747449639958 0.0019939921228928396 0.0022992133853316607 0.0040881738427267006 0.0024021360512575893 0.0042244142656031221 0.0030730134854485181 0.003507329098684672 0.0046154518473613699 0.0031569150013346257 0.00085692929779752295 0.0010577187516516223 0.0031186126345457881 0.0034509544956512908 0.0035967165268287714 0.001647102576981881 0.0026890741235207328 0.0037246494145154545 0.0036283128753514401 0.0040364508145482409 0.002580177250173005 0.0032892039602927482 0.0038613221969602488 0.003927368206012913
leaf_weight=313 65 76 64 57 52 100 69 102 59 60 54 52 53 91 52 58 102 71 1133 82 70 85 55
leaf_count=313 65 76 64 57 52 100 69 102 59 60 54 52 53 91 52 58 102 71 1133 82 70 85 55
internal_value=0 0.00240943 0.0027782 0.00393229 0.00352865 0.00346935 0.00300759 0.00402741 0.00399349 0.00149122 0.00178374 0.00241128 0.00373698 0.00402233 0.00212162 0.00232199 0.00404624 0.00406784 0.0040894 0.00278934 0.0035645 0.00370393 0.004072
internal_weight=0 663 473 2312 441 164 126 1871 1769 190 130 309 315 1710 175 123 1619 1517 1446 134 208 138 107
internal_count=2975 663 473 2312 441 164 126 1871 1769 190 130 309 315 1710 175 123 1619 1517 1446 134 208 138 107
is_linear=0
shrinkage=0.00276112


Tree=2056
num_leaves=16
num_cat=0
split_feature=2 9 34 2 41 41 16 50 52 50 51 10 15 40 15
split_gain=5.07646 1.92579 2.00077 1.86734 1.44106 3.8881 1.2191 1.46907 1.27112 1.2325 1.45708 1.07539 0.993813 0.732304 1.77071
threshold=0.13554000000000002 1.0000000180025095e-35 -0.010739999999999998 0.31115000000000004 0.084515000000000021 1.0000000180025095e-35 0.0048000000000000013 1.0000000180025095e-35 -0.54643499999999989 0.11684000000000001 0.10876000000000001 0.043560000000000008 -0.077474999999999988 -0.025204999999999995 -0.21242999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 13 5 6 9 8 -8 10 -4 -3 -11 -2 -15
right_child=3 11 4 -5 -6 -7 7 -9 -10 12 -12 -13 -14 14 -16
leaf_value=0.00066536189216622366 5.0578922972467161e-05 0.0050145977570643365 0.002485371137933005 -0.0012946767826130796 0.00077613116505074575 0.0054336196252638396 0.002817225415634545 0.0033705163334933818 0.0014194836217069067 0.0024050486342316905 0.0043735188980655194 0.0026908697175568063 0.00034654613240389496 1.1631436891885924e-05 0.0027637800573595377
leaf_weight=97 56 52 1602 53 75 53 104 76 453 60 55 52 62 52 73
leaf_count=97 56 52 1602 53 75 53 104 76 453 60 55 52 62 52 73
internal_value=0 0.0023323 0.00227224 0.000584175 0.00233356 0.0023809 0.00231377 0.00188376 0.00168068 0.0024667 0.00254812 0.0038539 0.00135992 0.00113501 0.00161986
internal_weight=0 2741 2637 234 2540 2465 2412 633 557 1779 1657 104 122 181 125
internal_count=2975 2741 2637 234 2540 2465 2412 633 557 1779 1657 104 122 181 125
is_linear=0
shrinkage=0.0113877


Tree=2057
num_leaves=19
num_cat=0
split_feature=1 15 2 1 0 376 15 13 403 13 2 43 160 403 13 2 0 15
split_gain=3.85356 2.01974 1.57237 1.58422 1.81482 1.39077 1.20373 1.85705 1.08104 1.38319 2.11576 1.16375 1.32659 0.801505 0.938504 0.774713 0.747643 0.516146
threshold=0.13654500000000003 -0.41725999999999991 -0.080104999999999996 0.10455000000000002 -0.042499999999999989 1.0000000180025095e-35 -0.024929999999999997 -0.0042049999999999995 0.088015000000000024 0.098240000000000008 0.096325000000000008 -0.14595999999999995 0.052555000000000011 0.10323500000000001 -0.087404999999999997 0.15616000000000005 -0.088659999999999989 0.087225000000000011
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 6 8 7 16 9 11 -11 -4 -13 -10 -15 -3 -5 -16
right_child=1 15 3 4 -6 -7 -8 -9 13 10 -12 12 -14 14 17 -17 -18 -19
leaf_value=0.0033885569221468312 0.0016909695461373444 0.00015368640253390247 0.0033549241550856986 0.0012252183086321428 0.0027343807492131297 0.0037931285539912008 -0.00055115267257070113 0.0024414300495284539 0.0038905041970959059 0.0019046779259179844 -0.0010137156425334486 0.0017615460632127264 0.0026244937992785443 0.0011046099105731346 0.0021834007308518437 -0.001751117840302115 -0.00021444266988433045 0.0037337536222258653
leaf_weight=93 74 59 74 96 86 55 62 101 56 82 53 1498 274 56 60 52 91 53
leaf_count=93 74 59 74 96 86 55 62 101 56 82 53 1498 274 56 60 52 91 53
internal_value=0 0.000233195 0.0019311 0.0018808 0.00125155 0.00200209 0.000886852 0.00119684 0.00195738 0.00187222 0.000758038 0.00195364 0.00189505 0.0027066 0.00231358 -0.000737559 0.000523985 0.00291163
internal_weight=0 185 2790 2697 436 2261 350 288 2206 1981 135 1846 1772 225 169 111 187 113
internal_count=2975 185 2790 2697 436 2261 350 288 2206 1981 135 1846 1772 225 169 111 187 113
is_linear=0
shrinkage=0.0113877


Tree=2058
num_leaves=25
num_cat=0
split_feature=1 3 1 123 3 1 4 1 47 0 4 0 0 3 4 3 4 1 12 1 4 42 12 12
split_gain=175.217 37.4199 15.3099 11.4213 6.59053 5.70159 5.53961 5.28011 4.64254 4.43201 5.8257 6.82085 3.63666 3.41046 3.05974 2.92676 2.60542 2.40317 2.04168 2.03452 1.74659 1.29226 1.01808 0.524265
threshold=0.10455000000000002 -0.057749999999999989 0.15390500000000004 0.081630000000000022 0.093925000000000022 0.11690500000000002 -0.029404999999999997 0.121715 0.098205000000000015 -0.076204999999999981 -0.47860499999999995 0.035525000000000008 -0.050249999999999996 -0.12711499999999995 0.032770000000000001 -0.14539499999999997 -0.012384999999999998 0.095435000000000006 0.090285000000000018 0.13546500000000003 -0.076329999999999995 0.086825000000000013 0.093910000000000007 0.099260000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 5 4 9 14 -6 15 12 13 -11 16 19 -1 -3 -2 22 18 21 -7 -20 -15 -12 -18
right_child=1 2 -4 -5 6 8 -8 -9 -10 10 11 -13 -14 17 -16 -17 23 -19 20 -21 -22 -23 -24 -25
leaf_value=0.0026054513584005809 0.0020844827041899706 0.00058540309720917492 -0.00083558711634188214 0.0012583907211957633 0.0020539559351843702 0.00016884811870819473 0.0010427185216509147 0.0009395754225606668 0.00086770472087080127 0.002543608694090746 0.002266021313489415 0.0010509609106359352 0.00063786075429036234 0.0022815367594384139 0.0012873089242890741 0.0014422566055537849 0.0015049356952316997 0.001689860341217953 0.002261830965609331 -0.00038220570331352406 0.0019232578449907001 0.0021031726106616818 0.0019652837089883645 0.0018228861496073219
leaf_weight=97 69 84 53 91 59 81 57 64 56 73 91 52 52 738 55 85 63 57 120 64 261 314 187 52
leaf_count=97 69 84 53 91 59 81 57 64 56 73 91 52 52 738 55 85 63 57 120 64 261 314 187 52
internal_value=0 0.000713941 0.000329696 0.00206131 0.00209419 0.00048731 0.00155727 0.00149818 0.000280634 0.00212377 0.00193779 0.00183835 0.000113626 0.00218446 0.000863313 0.00173017 0.00194247 0.00215703 0.0021756 -7.42055e-05 0.00202996 0.00222832 0.00206382 0.00164892
internal_weight=0 663 445 2312 2221 392 116 218 253 2105 518 445 197 1587 139 154 393 1490 1433 145 381 1052 278 115
internal_count=2975 663 445 2312 2221 392 116 218 253 2105 518 445 197 1587 139 154 393 1490 1433 145 381 1052 278 115
is_linear=0
shrinkage=0.00231039


Tree=2059
num_leaves=19
num_cat=0
split_feature=3 1455 1 15 47 47 1 484 475 475 15 15 1 3 1447 4 3 15
split_gain=3.20584 1.44968 1.31539 1.85669 1.90218 1.28984 1.22794 1.85383 1.37834 1.31435 1.13184 2.21853 1.71136 0.943306 0.901512 0.87463 0.800124 0.518263
threshold=0.31351000000000001 0.10701500000000001 0.12040000000000002 -0.19153499999999998 0.085165000000000018 0.098205000000000015 0.090195000000000011 0.0045600000000000007 -0.084344999999999989 -0.06890499999999998 -0.087484999999999993 -0.097144999999999981 0.091845000000000024 0.41720500000000005 -0.086059999999999984 -0.018069999999999996 -0.049204999999999992 -0.43091499999999999
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 16 8 10 15 -10 11 -8 -12 -2 -11 -5 -4 -18
right_child=13 -3 5 6 -6 -7 7 -9 9 14 12 -13 -14 -15 -16 -17 17 -19
leaf_value=0.0017742214129114933 -0.0011672744638361293 -0.00016654456585830699 0.0015518793517032177 0.0038112443928872493 0.0043652635722035192 0.0021965972789293972 0.0018801309184118013 -0.00070355697374214316 0.00035182775133428085 0.0031158659593131526 2.5292442117267446e-05 -0.00074775983434055668 0.0019685886692777516 0.00077668988269991729 0.0017144374642643573 0.0021435031420304687 0.00079906908536938866 -0.00056848558778040874
leaf_weight=72 59 52 53 57 60 65 76 52 80 55 61 72 366 56 1506 101 54 78
leaf_count=72 59 52 53 57 60 65 76 52 80 55 61 72 366 56 1506 101 54 78
internal_value=0 0.0016068 0.00163969 0.00171234 0.00295284 0.000895803 0.0016448 0.00123527 0.00178747 0.00169512 0.0014108 0.000600924 0.00169124 -0.000219652 0.00176389 0.00274588 0.000438148 -8.16353e-06
internal_weight=0 2860 2808 2558 132 250 2426 627 1799 1641 575 148 427 115 1561 158 185 132
internal_count=2975 2860 2808 2558 132 250 2426 627 1799 1641 575 148 427 115 1561 158 185 132
is_linear=0
shrinkage=0.0107308


Tree=2060
num_leaves=16
num_cat=0
split_feature=14 0 0 14 15 15 11 11 3 151 47 12 151 52 49
split_gain=1.91705 2.95294 2.93168 2.2258 4.16579 2.31918 1.70268 2.52371 2.56038 1.16038 0.839854 0.816134 0.788641 0.787882 0.658403
threshold=-0.23083499999999998 -0.10934999999999999 -0.078924999999999981 1.0000000180025095e-35 -0.026469999999999997 -0.18498499999999998 0.089795000000000014 1.0000000180025095e-35 -0.14884499999999998 -0.063719999999999985 0.102035 0.11928500000000002 -0.099019999999999983 -0.072144999999999987 -0.049789999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 -2 7 8 -3 -7 11 12 -10 -12 -11
right_child=1 6 -4 -5 -6 9 -8 -9 10 14 13 -13 -14 -15 -16
leaf_value=0.0047539481475871743 -0.0012768706394397822 -0.00082245380276552496 0.0012062093281814078 0.0020719651856136011 -0.0022748905625088332 0.0002139160844801341 -0.00027535450920467469 0.003915002705704369 0.0026900538108393336 0.00080891870894093736 0.0017653359689373028 0.002696004878133353 0.0015047226400935821 0.00015989460576272481 0.0023816863566168303
leaf_weight=52 59 59 66 90 73 92 67 54 73 52 61 81 1848 102 93
leaf_count=52 59 59 66 90 73 92 67 54 73 52 61 81 1848 102 93
internal_value=0 0.00131698 0.00277063 0.000497679 0.000113383 0.000702786 0.0014773 0.0015289 0.00147091 0.00119612 0.00153346 0.00159626 0.00154983 0.000761435 0.00181848
internal_weight=0 2804 118 459 369 296 2345 2278 2224 237 2165 2002 1921 163 145
internal_count=2922 2804 118 459 369 296 2345 2278 2224 237 2165 2002 1921 163 145
is_linear=0
shrinkage=0.0111644


Tree=2061
num_leaves=24
num_cat=0
split_feature=4 12 150 12 14 52 52 150 4 4 0 12 52 0 0 158 4 12 4 158 13 13 42
split_gain=95.7179 30.0952 8.31487 6.63423 5.10838 4.77713 4.59706 4.21169 3.95344 2.76287 2.54656 2.40639 2.35258 2.26421 3.18592 2.14834 2.3021 1.67971 1.64962 1.60191 0.699572 0.546023 0.351476
threshold=0.31392000000000003 0.056995000000000011 0.089155000000000012 0.13936000000000001 -0.41992499999999994 -0.092084999999999986 -0.065909999999999982 0.081245000000000026 0.043640000000000005 -0.49269499999999994 -0.105195 0.092755000000000018 -0.15365999999999999 -0.0033699999999999993 -0.085824999999999985 0.080045000000000019 -0.10701499999999999 0.093910000000000007 0.059230000000000012 0.10750000000000001 -0.016759999999999994 -0.085784999999999986 0.095215000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 8 -2 12 -7 10 9 -3 -6 21 -1 14 18 16 -11 -18 -8 -17 22 -10 -13
right_child=4 3 -4 -5 7 6 13 -9 11 15 -12 20 -14 -15 -16 19 17 -19 -20 -21 -22 -23 -24
leaf_value=0.0026335505367128917 0.0019968950413313436 0.0037415663816418175 0.0015314644888421059 0.0021694858825028677 0.0012796931256078153 0.0018383426742833318 0.0022059591921293415 0.0016904657340626049 0.0029334749043185815 0.0026846282033999198 0.00059869234707502546 0.0028824970288919586 0.00341084737961494 0.0020303446181463261 0.0032518115779247236 0.0038282707370175554 0.0031985328359644305 0.0029835011817824623 0.0028397474389512439 0.0032251931399871502 0.0023357360921766454 0.0033350067629589353 0.0025565210488764502
leaf_weight=69 66 62 79 58 74 101 81 72 56 90 97 55 53 52 54 58 1070 381 52 83 55 52 52
leaf_count=69 66 62 79 58 74 101 81 72 56 90 97 55 53 52 54 58 1070 381 52 83 55 52 52
internal_value=0 0.00294036 0.00236022 0.00309182 0.00131511 0.00250187 0.00233328 0.00112981 0.00311837 0.00316664 0.000893567 0.0028065 0.00297147 0.00254232 0.00268453 0.00314543 0.00311539 0.00314209 0.00245398 0.00347348 0.0025926 0.00312708 0.00272435
internal_weight=0 2613 541 2072 309 462 340 243 2014 1744 171 270 122 239 187 1682 1541 1451 133 141 162 108 107
internal_count=2922 2613 541 2072 309 462 340 243 2014 1744 171 270 122 239 187 1682 1541 1451 133 141 162 108 107
is_linear=0
shrinkage=0.00276112


Tree=2062
num_leaves=14
num_cat=0
split_feature=475 52 158 0 52 16 13 0 13 11 480 3 52
split_gain=1.06393 1.47021 1.35646 1.49617 2.96399 2.90057 3.77002 1.69691 3.11731 1.64378 1.37525 1.43544 1.19609
threshold=0.0072950000000000003 0.5140450000000002 -0.11929999999999998 -0.12851999999999997 -0.0014699999999999997 -0.33811499999999994 -0.15325499999999995 -0.10298499999999998 -0.097454999999999986 0.084110000000000004 -0.069294999999999982 -0.15288999999999997 -0.081429999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 12 6 -6 8 -5 10 -9 -12 -4
right_child=-2 -3 3 7 5 -7 -8 9 -10 -11 11 -13 -14
leaf_value=0.002989242935760817 0.0024256870700821299 -0.00012686839979973765 0.00077789740661053934 0.0046125583723590595 -0.0017101736777763762 -0.002136862611118698 0.0018910407937164416 0.0029496474722998716 0.0011016390482903875 -0.00031628252994832457 -0.00019144733853847324 0.0013500969873845041 0.0026388347930948125
leaf_weight=55 94 91 82 53 54 66 98 62 71 74 75 1963 84
leaf_count=55 94 91 82 53 54 66 98 62 71 74 75 1963 84
internal_value=0 0.00124064 0.00128615 0.00125118 0.000618202 -0.00022046 0.000610893 0.0013569 0.00260322 0.00128576 0.00134227 0.00129331 0.00172028
internal_weight=0 2828 2737 2682 384 218 152 2298 124 2174 2100 2038 166
internal_count=2922 2828 2737 2682 384 218 152 2298 124 2174 2100 2038 166
is_linear=0
shrinkage=0.0109455


Tree=2063
num_leaves=21
num_cat=0
split_feature=4 123 13 4 16 15 42 11 13 42 13 15 4 49 15 42 4 13 16 16
split_gain=107.951 35.2438 18.8932 11.5735 8.62521 10.9077 6.28198 4.2486 3.28846 4.78898 3.00015 4.91896 1.97044 1.89439 1.42209 1.46673 1.37396 1.27746 1.04395 0.982349
threshold=0.31392000000000003 1.0000000180025095e-35 -0.16392499999999996 0.028075000000000006 -0.38959499999999997 -0.048464999999999994 0.128055 0.080455000000000013 -0.077504999999999977 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.43587999999999999 0.08920500000000002 -0.0086549999999999978 -0.50173499999999993 0.093705000000000024 0.23355000000000001 0.095710000000000017 0.022165000000000004 -0.057034999999999995
decision_type=2 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 16 12 7 8 18 -10 14 -12 19 -3 -2 -16 -5 -9 -4 -6
right_child=10 13 3 4 5 -7 -8 17 9 -11 11 -13 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=0.0019583063045148885 0.00068297634162083683 0.0015075733923428209 0.0035237050710165635 0.0037725577545929989 0.0032752715891750522 0.0013266423723476853 0.0023854022175361896 0.0041831414720762804 0.0033956621094776754 0.0030049578052465365 0.0023331105174099268 0.0011910582527867664 0.0023004452191161249 0.0021520885498891021 0.0015372902360076815 0.00091200112999909933 0.0031436041813512282 0.0035688845737930752 0.0032254378264740548 0.0027941972482261016
leaf_weight=98 54 89 624 56 52 52 56 62 599 460 52 78 52 66 66 59 61 53 118 115
leaf_count=98 54 89 624 56 52 52 56 62 599 460 52 78 52 66 66 59 61 53 118 115
internal_value=0 0.00311122 0.00319502 0.00324636 0.00279235 0.00251051 0.00333567 0.00336343 0.00332913 0.00322598 0.00131552 0.00164812 0.00279147 0.00178221 0.00107381 0.0012424 0.0034449 0.00390032 0.00347631 0.00294418
internal_weight=0 2613 2458 2360 388 271 1972 1916 1801 1059 309 130 219 155 179 125 117 115 742 167
internal_count=2922 2613 2458 2360 388 271 1972 1916 1801 1059 309 130 219 155 179 125 117 115 742 167
is_linear=0
shrinkage=0.00287267


Tree=2064
num_leaves=21
num_cat=0
split_feature=155 1 34 12 50 51 133 1 43 49 49 1 1 51 43 1 43 51 43 12
split_gain=1.42305 1.6579 1.9168 1.96863 1.70899 1.40364 1.86125 1.57227 1.39627 1.29814 1.6976 1.78226 1.53504 1.78641 1.3029 1.92411 1.00698 0.829322 0.764616 0.226933
threshold=0.083500000000000005 0.095920000000000019 -0.082914999999999989 0.11984500000000002 0.076980000000000007 -0.06533499999999999 -1.0000000180025095e-35 0.12220000000000002 -0.069824999999999984 -0.071579999999999991 -0.014479999999999998 0.088135000000000005 0.086215000000000014 0.11178000000000002 0.0049250000000000014 0.091395000000000018 -0.073079999999999992 0.077730000000000007 -0.088784999999999989 0.088745000000000004
decision_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 7 -7 -4 -2 18 -11 12 13 17 15 19 -8 -12 -1 -13
right_child=8 2 3 -5 -6 6 16 -9 -10 10 11 14 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0037270659179901651 0.0013031067759575092 0.0025710913987885874 -0.00010748556127592911 0.0027020777668260746 0.0018125182803197229 -0.0023053933434636418 -0.00079833870308812103 0.002634741896306626 0.0034122033584824472 -0.00056849949904945376 0.0013914442141592781 0.0044576794008828694 -0.00054112667966367458 -0.0002041915770093025 0.00069369021176153654 0.0015702122035285997 0.00057886638741136388 0.0024537107782976368 0.0018994143158233415 0.0033433451979701127
leaf_weight=53 90 80 62 59 103 55 120 60 94 63 1230 55 64 98 54 98 219 118 92 55
leaf_count=53 90 80 62 59 103 55 120 60 94 63 1230 55 64 98 54 98 219 118 92 55
internal_value=0 0.00128247 0.000801482 0.000592488 0.000391204 0.000107242 -0.000243212 0.00124009 0.00238128 0.00146654 0.00137941 0.00144873 0.0012889 0.00136999 0.0023694 0.00280382 9.09796e-05 0.00148453 0.00256834 0.00390169
internal_weight=0 2738 758 678 619 516 394 122 184 1980 1835 1772 1510 1446 262 208 339 1348 145 110
internal_count=2922 2738 758 678 619 516 394 122 184 1980 1835 1772 1510 1446 262 208 339 1348 145 110
is_linear=0
shrinkage=0.0120847


Tree=2065
num_leaves=31
num_cat=0
split_feature=12 12 16 13 13 52 160 12 159 52 160 151 160 52 16 12 16 52 1212 16 475 13 52 16 158 484 42 42 16 16
split_gain=70.3551 26.144 21.1703 16.4757 7.92248 8.33585 7.48133 6.57536 5.3016 5.17568 4.78994 4.10449 3.70134 2.11553 1.92551 1.8884 1.67925 4.05098 1.59345 1.53102 1.52655 1.47177 1.1433 1.07806 1.06146 1.27503 0.796435 0.964868 0.677441 0.597471
threshold=0.078120000000000009 0.098595000000000016 -0.40430999999999989 -0.004409999999999999 0.0083850000000000018 -0.082894999999999983 -0.086854999999999988 0.13936000000000001 0.10210500000000002 0.0054700000000000009 0.083670000000000008 -0.029339999999999995 -0.54913999999999985 -0.13047499999999998 -0.10750499999999999 0.089765000000000025 0.0060400000000000011 -0.24166499999999999 -0.050024999999999993 -0.074254999999999988 -0.081364999999999979 -0.088554999999999981 -0.0041949999999999991 -0.14239499999999997 0.087070000000000022 0.087420000000000012 0.11466000000000001 -0.085319999999999993 -0.087969999999999979 -0.073554999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 -3 8 5 13 -7 16 9 10 14 -8 -2 -5 -1 18 28 -18 -14 -13 -17 22 -20 -22 25 -23 27 -25 -4 -30
right_child=1 2 7 4 -6 6 11 -9 -10 -11 -12 19 15 -15 -16 20 17 -19 21 -21 23 24 -24 26 -26 -27 -28 -29 29 -31
leaf_value=0.00084848973344465897 0.0037026029045553045 0.00057743066976492753 0.0024990507354219222 0.0026699352276761202 0.001542094874476731 0.003043685086116047 0.0024805611373100679 0.0015794587446621296 0.00073610208885793987 0.002203955611984072 0.0020311616906982036 0.0012157334354495652 0.0033977712444729306 0.0034510758127588026 0.0014469376872378774 0.0033001633567955766 0.0027565851721765367 0.0017810366050368173 0.0030705497525629686 0.0018505289904864868 0.0024236509363710023 0.002968839019615175 0.0025840321745184713 0.0030520991231331681 0.0033602072606253928 0.0033332218960674103 0.0030981976141415406 0.0027330319418151254 0.0030840076812820552 0.0027150215059597348
leaf_weight=86 53 52 62 52 98 53 55 57 67 79 63 53 86 55 79 52 78 56 59 65 53 560 103 92 79 86 80 375 54 97
leaf_count=86 53 52 62 52 98 53 55 57 67 79 63 53 86 55 79 52 78 56 59 65 53 560 103 92 79 86 80 375 54 97
internal_value=0 0.00282296 0.00223644 0.00186489 0.00223298 0.00243621 0.00213519 0.00244991 0.00144062 0.00159427 0.0013829 0.00185669 0.00298233 0.00307173 0.0011352 0.00295882 0.00259281 0.00234911 0.00303632 0.00156566 0.00284312 0.00300124 0.0027614 0.00280346 0.00305479 0.00301739 0.00284021 0.00279595 0.00274598 0.00284717
internal_weight=0 2134 456 805 431 333 226 404 374 307 228 173 1678 107 165 1625 347 134 973 118 652 887 162 600 725 646 547 467 213 151
internal_count=2939 2134 456 805 431 333 226 404 374 307 228 173 1678 107 165 1625 347 134 973 118 652 887 162 600 725 646 547 467 213 151
is_linear=0
shrinkage=0.00276112


Tree=2066
num_leaves=30
num_cat=0
split_feature=1 2 12 4 4 1 49 4 41 4 49 52 2 1 1 1 1 12 4 12 12 42 1212 4 42 2 2 484 49
split_gain=85.5055 15.9974 12.6594 9.35656 8.52708 10.8062 5.66209 5.20504 5.21294 3.92941 7.34398 4.13114 3.67441 3.12874 3.0043 2.93667 2.76583 2.20564 1.73959 1.63572 1.39177 1.5427 1.38886 1.63037 2.39314 1.25302 0.99738 0.905143 0.40452
threshold=0.11156000000000001 0.14253500000000002 0.078120000000000009 0.22276500000000002 -0.17568999999999999 0.085110000000000005 -0.032374999999999994 0.049545000000000006 0.075585000000000013 -0.005814999999999999 -0.0087399999999999995 -0.085009999999999988 0.088615000000000013 0.11980500000000001 0.083670000000000008 0.14566000000000004 0.089895000000000017 0.097240000000000007 -0.0064399999999999987 -0.085124999999999992 0.090535000000000018 -0.090899999999999995 0.10654500000000001 -0.082199999999999981 0.085790000000000019 0.090755000000000016 0.094765000000000016 0.087420000000000012 0.091160000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 -1 26 -2 8 12 11 -11 -7 22 -5 17 -3 20 28 -8 -15 25 -22 23 24 -4 -14 -6 -25 -9
right_child=1 15 7 13 5 9 18 14 -10 10 -12 -13 16 19 -16 -17 -18 -19 -20 -21 21 -23 -24 27 -26 -27 -28 -29 -30
leaf_value=0.0031491199997862361 0.0015125320277748074 0.00099130840042583506 0.0031044141140882703 0.0017996043245555443 0.0031462835744165475 0.001995362118265081 0.0030029620049058531 0.0030511035349520014 0.0037037556236246445 0.0015508801613963146 0.0028748310928729528 0.00086457222781673984 0.0028061499514249071 0.0014693294082203088 0.0018952915611070399 8.567102534193485e-05 0.0021911943209666435 0.0022475615337263877 0.0023173131322739571 0.00079906353862171497 0.0031101262069272999 0.002647795142893909 0.0025776219034688618 0.0029346662690004771 0.0037365857977064631 0.0033021357056607467 0.0026038204419813801 0.0032973755534783998 0.0027233808679770106
leaf_weight=92 58 67 256 84 62 52 52 67 74 77 63 55 92 52 52 53 65 67 76 72 73 348 53 553 62 80 53 65 64
leaf_count=92 58 67 256 84 62 52 52 67 74 77 63 55 92 52 52 53 65 67 76 72 73 348 53 553 62 80 53 65 64
internal_value=0 0.00151026 0.00280027 0.00178999 0.00236744 0.0021687 0.00225838 0.00289996 0.00295632 0.00182969 0.00214688 0.0014144 0.00292272 0.00137099 0.00251182 0.000591574 0.00275586 0.00267358 0.0025961 0.00108039 0.00281771 0.00272803 0.00303371 0.0030595 0.00322776 0.00303702 0.00289655 0.00297286 0.00289123
internal_weight=0 514 2425 394 454 362 186 1971 1721 247 140 107 1647 208 250 120 658 198 128 124 593 421 989 936 318 172 115 618 131
internal_count=2939 514 2425 394 454 362 186 1971 1721 247 140 107 1647 208 250 120 658 198 128 124 593 421 989 936 318 172 115 618 131
is_linear=0
shrinkage=0.00287267


Tree=2067
num_leaves=21
num_cat=0
split_feature=2 12 2 13 15 13 15 2 150 15 2 2 11 12 43 12 11 15 2 15
split_gain=195.089 93.0152 34.3423 23.2084 22.0921 11.9803 11.9306 10.5037 9.11882 8.78588 7.67849 10.6974 5.36736 4.32341 3.95658 2.95817 2.89501 1.92331 1.89484 1.52067
threshold=0.12026500000000001 -1.0000000180025095e-35 0.16993500000000003 -0.17030499999999998 -0.24511999999999998 -0.094609999999999986 -0.23808999999999997 0.092155000000000015 0.083680000000000018 -0.23160499999999998 -0.007134999999999999 0.097005000000000022 1.0000000180025095e-35 0.098785000000000012 0.080350000000000019 0.078120000000000009 1.0000000180025095e-35 -0.025879999999999997 0.084970000000000004 -0.052239999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -3 -1 -2 -5 13 12 -7 -6 -12 14 15 -9 18 -17 -15 -8 -11
right_child=2 3 -4 6 10 9 7 8 -10 19 11 -13 -14 17 -16 16 -18 -19 -20 -21
leaf_value=0.00067878801532459602 0.00072966619913317958 0.0019670018741881471 -0.00037753779305255711 0.0024050349270249658 0.0016396263858031777 0.0012188738445281552 0.0030056046060609868 0.003426032261011137 0.0023607115738972471 0.0026581374906455425 0.0034218378403056554 0.0020208595368503652 0.0040374959743397438 0.0029560131900136233 0.002770344544086813 0.0037830809417700897 0.00435826286777132 0.0035802480061667328 0.0036681235367957317 0.0021126271122381499
leaf_weight=69 67 62 68 57 67 67 52 446 59 65 72 76 86 64 73 1209 63 72 69 76
leaf_count=69 67 62 68 57 67 67 52 446 59 65 72 76 86 64 73 1209 63 72 69 76
internal_value=0 0.00336577 0.00127777 0.00353839 0.00196033 0.00168718 0.00358168 0.00361225 0.00333861 0.00199547 0.00237148 0.0027026 0.00343393 0.00373107 0.00333386 0.00377444 0.00381159 0.00328669 0.00338363 0.0023643
internal_weight=0 2596 343 2312 284 275 2250 2193 664 208 215 148 605 1529 519 1393 1272 136 121 141
internal_count=2939 2596 343 2312 284 275 2250 2193 664 208 215 148 605 1529 519 1393 1272 136 121 141
is_linear=0
shrinkage=0.00260187


Tree=2068
num_leaves=17
num_cat=0
split_feature=1 1 1446 52 1213 1 151 13 457 475 13 13 403 2 52 2
split_gain=5.42345 2.05892 1.95058 1.75416 1.67433 1.37059 1.06478 1.77798 1.40364 1.02371 0.967373 2.30438 1.02245 0.918878 0.615043 0.564744
threshold=0.12072500000000001 0.15390500000000004 0.111445 -0.049669999999999999 -0.071164999999999992 0.13535500000000003 -0.092609999999999984 -0.083709999999999993 0.094310000000000019 -0.15744499999999997 0.060680000000000005 0.25993500000000008 -1.0000000180025095e-35 0.084685000000000024 0.085730000000000015 0.081935000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 13 -5 7 -6 9 -8 12 -12 -11 15 -15 -1
right_child=1 -3 -4 5 6 -7 8 -9 -10 10 11 -13 -14 14 -16 -17
leaf_value=0.0027730146536201496 -0.00082009271452656456 -0.0019646519661955728 0.0042377285348534762 0.00023468169742692037 0.0012390394442911012 0.00236427097202461 0.0033450240449876801 0.0038780288550963895 -0.00030965586777884308 0.0022746519062433312 0.000283390606431266 0.0031228629429778886 0.0015721072470458698 0.0027966311356089723 0.0013998769349260606 0.0044535699828324588
leaf_weight=73 86 56 52 91 71 93 55 86 55 416 194 56 1309 100 93 53
leaf_count=73 86 56 52 91 71 93 55 86 55 416 194 56 1309 100 93 53
internal_value=0 0.000185746 0.00187234 0.000632242 0.00182426 0.00131177 0.00170521 0.00268544 0.00163134 0.00168399 0.00163767 0.000919959 0.00174161 0.00266055 0.00212427 0.00348096
internal_weight=0 326 2613 270 2561 184 2242 157 2085 2030 1975 250 1725 319 193 126
internal_count=2939 326 2613 270 2561 184 2242 157 2085 2030 1975 250 1725 319 193 126
is_linear=0
shrinkage=0.0123264


Tree=2069
num_leaves=27
num_cat=0
split_feature=1 10 15 13 447 3 1 16 11 13 3 156 3 13 16 3 3 43 1 3 3 13 15 48 13 48
split_gain=81.4322 15.481 9.13163 9.29561 8.67907 6.82862 6.24186 4.52957 3.46219 6.10312 3.43585 3.34611 3.0075 2.30907 2.24961 2.23896 2.11914 1.62607 1.42663 4.21753 1.21942 1.79121 1.38785 0.886569 0.979093 0.736748
threshold=0.10575500000000002 -0.00189 -0.17840999999999999 -0.092844999999999997 0.085135000000000016 -0.080349999999999991 0.13501500000000002 0.51041000000000014 1.0000000180025095e-35 0.085955000000000018 0.10265000000000001 0.083540000000000017 -0.115685 -0.065539999999999987 -0.4136149999999999 -0.031895 0.076825000000000018 0.061295000000000009 0.085410000000000014 -0.036264999999999992 -0.082474999999999979 -0.078199999999999978 -0.025879999999999997 0.088750000000000009 -0.09219999999999999 0.084795000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 14 -4 5 8 -2 15 12 -10 11 13 -1 23 -3 -5 -13 20 19 -15 22 -22 -14 24 -7 -20
right_child=1 2 3 7 -6 10 -8 -9 9 -11 -12 16 17 18 -16 -17 -18 -19 25 -21 21 -23 -24 -25 -26 -27
leaf_value=0.0022896259015747229 0.0014275039864434552 0.0016247166675449028 0.0012662332781738495 0.0024170384307727914 0.0017497180149985728 0.003073695059529613 0.00016427930177202371 0.0029055541504629826 0.00373283982784276 0.0025599056234843214 0.0019604274465447242 0.0026809357786253657 0.0026286113383040023 0.0022762913200832565 0.0010298771106279653 0.0018174661942846788 0.0034137029964059367 0.0024789672699597849 0.0023400225255514788 0.0030884381145098111 0.0032049612390797834 0.0026589150177100994 0.0029038966072850465 0.0023842006277635364 0.0026793943459610513 0.0019305099243615369
leaf_weight=72 52 100 77 90 66 56 64 74 85 53 63 59 178 153 88 94 58 76 80 68 174 60 583 61 299 56
leaf_count=72 52 100 77 90 66 56 64 74 85 53 63 59 178 153 88 94 58 76 80 68 174 60 583 61 299 56
internal_value=0 0.00162587 0.00182434 0.00209246 0.00271837 0.00274698 0.000730802 0.00233893 0.00287626 0.00328257 0.00257318 0.00261652 0.00282718 0.00255171 0.00134643 0.00211089 0.00304444 0.00286329 0.00239127 0.00252631 0.00289261 0.00306507 0.00283954 0.00268933 0.00274168 0.00217161
internal_weight=0 639 523 335 2300 2234 116 258 1281 138 953 890 1143 773 188 184 117 1071 357 221 995 234 761 416 355 136
internal_count=2939 639 523 335 2300 2234 116 258 1281 138 953 890 1143 773 188 184 117 1071 357 221 995 234 761 416 355 136
is_linear=0
shrinkage=0.00270699


Tree=2070
num_leaves=21
num_cat=0
split_feature=1 1 16 124 3 14 16 3 3 41 15 3 3 16 3 1 49 16 1 43
split_gain=377.266 54.3776 43.5525 26.1598 17.1381 15.9393 13.3262 11.4904 10.7193 8.80105 7.56945 4.56243 4.68645 6.63074 4.39955 4.24634 3.35008 3.25254 2.11454 0.652483
threshold=0.10471000000000001 0.13074500000000003 0.12992000000000004 -0.082389999999999977 -0.031895 0.064610000000000015 -0.38959499999999997 0.10766000000000002 -0.084524999999999975 0.077915000000000012 -0.074729999999999977 -0.076969999999999997 -0.12711499999999995 0.08215500000000002 0.0025650000000000004 0.11417500000000001 0.098655000000000007 -0.0037499999999999994 0.089895000000000017 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 8 7 19 9 -2 11 -8 12 13 -5 -6 -16 17 -13 -14 -3
right_child=1 6 -4 5 14 -7 10 -9 -10 -11 -12 16 18 -15 15 -17 -18 -19 -20 -21
leaf_value=0.0089490011165034057 0.0083883889584613538 0.0064580039233890245 0.010188811966931367 0.0093364118611242806 0.0074275389101572647 0.011383465219184282 0.0071702291584667408 0.0091843495029328634 0.0098401049474795155 0.0095148990230924848 0.0083813335148086674 0.010132024097982592 0.010528465918272355 0.010570841845875393 0.008594985949772635 0.0076471343147985074 0.0097763692240641544 0.010591115662358413 0.010219066524320693 0.0068503328509456948
leaf_weight=81 70 55 97 53 82 90 58 52 55 73 68 290 1237 53 65 52 99 142 156 56
leaf_count=81 70 55 97 53 82 90 58 52 55 73 68 290 1237 53 65 52 99 142 156 56
internal_value=0 0.00821723 0.00874637 0.0103202 0.00831445 0.0103697 0.00727718 0.0103274 0.00902735 0.0103556 0.00782405 0.0103858 0.0104557 0.00995387 0.00786651 0.00817394 0.0101886 0.010283 0.0104938 0.00665617
internal_weight=0 658 421 2326 324 2245 237 2155 125 2103 126 2030 1499 106 199 117 531 432 1393 111
internal_count=2984 658 421 2326 324 2245 237 2155 125 2103 126 2030 1499 106 199 117 531 432 1393 111
is_linear=0
shrinkage=0.0024518


Tree=2071
num_leaves=27
num_cat=0
split_feature=15 2 12 43 2 43 14 12 157 16 2 11 15 43 475 48 16 2 15 42 2 43 43 43 133 16
split_gain=106.257 44.8184 25.609 13.7585 15.9087 11.8724 7.69751 6.72514 6.49722 6.22323 4.65855 6.19019 3.35837 2.95514 2.97134 2.59404 2.39772 2.22804 1.84886 1.54409 1.24479 1.03541 1.02398 0.981624 0.84804 0.745471
threshold=-0.24211499999999997 0.14132000000000003 0.078120000000000009 -0.069434999999999983 0.10615500000000001 -0.095049999999999982 -1.0000000180025095e-35 0.090400000000000022 -0.004729999999999999 -0.49353499999999995 0.10100500000000003 1.0000000180025095e-35 0.062230000000000008 -0.11760499999999999 -0.066239999999999979 0.096245000000000011 -0.034884999999999992 0.081315000000000012 0.091195000000000012 0.099665000000000017 0.087605000000000002 -0.082204999999999986 -0.0039049999999999992 -0.083349999999999994 0.28072000000000003 -0.082039999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 8 -2 -1 10 -5 -8 11 20 13 -9 -15 -6 -10 -7 25 -16 23 -20 -22 -4 -23 -14
right_child=1 -3 7 4 15 17 9 12 16 -11 -12 -13 18 14 19 -17 -18 -19 21 -21 22 24 -24 -25 -26 -27
leaf_value=0.0011658428250228342 0.0021737478998542221 0.00075737908112229971 0.0028397149876339327 0.0031760457413754577 0.0012108046821726398 0.00052657482874850063 0.00085587921918163338 0.0017914591417706306 0.0020497814678113058 -0.00015236211394381349 0.0019221466893376868 0.0033867479177664959 0.0029432550554711178 0.0027063754089786886 0.002279087413584902 0.0019056689209167197 0.002618340544919879 0.0012187340537647611 0.0021180892503894146 0.0018803595640607457 0.0025571158687788917 0.0025655445999935465 0.0022093483860604222 0.0026198935066424141 0.0022825543052891464 0.002572593719097213
leaf_weight=101 63 103 156 66 78 56 64 79 102 79 52 64 61 84 302 52 75 52 60 70 228 185 64 524 95 69
leaf_count=101 63 103 156 66 78 56 64 79 102 79 52 64 61 84 302 52 75 52 60 70 228 185 64 524 95 69
internal_value=0 0.00231326 0.00237402 0.00190919 0.00216813 0.00134421 0.000657745 0.00249483 0.00253137 0.000298699 0.00262599 0.00266129 0.00235281 0.00222214 0.0022967 0.00148895 0.00229084 0.000860074 0.0025015 0.00220413 0.0026135 0.00240766 0.00248098 0.00267036 0.00246962 0.00274672
internal_weight=0 2740 2637 544 373 171 244 2093 243 143 1088 1036 1005 535 456 130 177 108 470 372 972 340 292 680 280 130
internal_count=2984 2740 2637 544 373 171 244 2093 243 143 1088 1036 1005 535 456 130 177 108 470 372 972 340 292 680 280 130
is_linear=0
shrinkage=0.00240373


Tree=2072
num_leaves=27
num_cat=0
split_feature=4 10 3 4 52 158 14 16 15 11 51 16 52 3 15 16 42 15 4 42 42 43 42 16 52 49
split_gain=202.55 49.0413 30.6346 12.4211 9.41025 7.04804 6.57174 7.28479 5.43874 9.55606 6.34551 4.49765 6.99595 4.41313 2.93223 2.00445 2.06641 1.93077 6.31349 1.909 1.73162 1.69764 1.62693 0.93397 1.1667 0.916569
threshold=0.31392000000000003 -1.0000000180025095e-35 0.25089000000000006 0.043640000000000005 -0.077114999999999975 0.019155000000000002 -0.44847999999999993 -0.54150999999999994 0.025430000000000005 1.0000000180025095e-35 -0.004559999999999999 -0.065894999999999981 -0.085519999999999985 -0.039864999999999991 0.090075000000000002 -0.43491999999999992 0.086700000000000013 -0.0080049999999999982 -0.42305999999999994 0.08919500000000001 0.087355000000000002 0.0062300000000000003 0.109255 -0.27637999999999996 -1.0000000180025095e-35 0.0065400000000000015
decision_type=2 2 2 2 2 2 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 13 -2 -8 10 14 17 25 -13 23 21 16 -9 19 -19 -3 -7 -10 -16 -5 -25 -12
right_child=6 2 -4 5 -6 20 7 15 9 -11 11 12 -14 -15 22 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=0.00038073570615984977 0.0014660588329517272 0.0034277604917367483 0.00098305985639984676 0.0029206991682825816 0.001963278413208828 0.0034697557097128559 0.0012780350450084929 0.00073885857764064311 0.003389970123355554 0.004235244037865479 0.0029644467443087721 0.0030423699164630982 0.0023270687475281274 0.0019065599780434049 0.0031263225400467607 -0.00011831736540653874 5.5470594349286193e-05 0.0034386715086554762 0.0022228419116795189 0.0029587636983155036 0.0028191000131005581 0.0029422658537465382 0.0027573554659603757 0.0027837312991560951 0.0022686038443238171 0.0033489945922290203
leaf_weight=54 64 264 52 52 52 60 66 74 451 66 95 171 222 94 371 66 54 72 52 81 57 70 111 56 72 85
leaf_count=54 64 264 52 52 52 60 66 74 451 66 95 171 222 94 371 66 54 72 52 81 57 70 111 56 72 85
internal_value=0 0.0029266 0.00300002 0.00304193 0.00115734 0.002607 0.000704002 0.00051631 0.00312247 0.00325576 0.0029857 0.00279795 0.00263838 0.00237375 0.00319128 0.000257021 0.000450776 0.00321502 0.00292904 0.00331773 0.00315301 0.00332987 0.00304141 0.00261756 0.00249419 0.0031462
internal_weight=0 2660 2554 2502 106 391 324 260 2111 1069 1042 573 393 274 1003 194 128 469 124 345 117 521 482 180 128 180
internal_count=2984 2660 2554 2502 106 391 324 260 2111 1069 1042 573 393 274 1003 194 128 469 124 345 117 521 482 180 128 180
is_linear=0
shrinkage=0.00265391


Tree=2073
num_leaves=21
num_cat=0
split_feature=4 2 12 4 4 2 0 0 39 150 0 123 43 0 4 4 12 0 42 0
split_gain=149.972 42.3843 30.1602 14.2151 6.7069 6.34852 6.32177 8.59032 6.22253 5.07665 6.37349 4.88218 4.11725 3.67337 7.19839 5.40508 2.658 1.68113 0.742634 0.617825
threshold=0.31392000000000003 0.14132000000000003 -1.0000000180025095e-35 -0.0029949999999999998 0.00023500000000000005 0.088710000000000011 -0.14920999999999998 -0.10185499999999999 0.10096000000000001 0.089810000000000015 -0.13165999999999997 0.080635000000000012 -0.073079999999999992 0.056895000000000008 -0.49269499999999994 -0.39175499999999991 0.091895000000000018 -0.10147999999999999 0.097140000000000018 -0.088329999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 -4 -8 12 10 -6 -5 -2 15 -15 -9 19 -14 -18 -12
right_child=8 -3 4 11 9 -7 7 13 -10 -11 16 -13 17 14 -16 -17 18 -19 -20 -21
leaf_value=0.00083525661969330398 0.00079096165144350403 0.0011619358554765897 0.003939817672923133 0.0033060153279836839 0.0036989342231759526 0.0020844611847781825 0.0021211515351857091 0.0039797111271175868 0.00028722262847749559 0.0021245703161607054 0.0032330304704688861 0.0022205933716015723 0.0017465676072018388 0.0034035833283205764 0.0020377080826745192 0.0032380489422814671 0.0027368245097244026 0.001199252581665591 0.0023719562073157459 0.0028621055510978555
leaf_weight=56 95 88 91 67 76 64 52 76 62 57 100 56 91 61 53 1506 146 76 59 52
leaf_count=56 95 88 91 67 76 64 52 76 62 57 100 56 91 61 53 1506 146 76 59 52
internal_value=0 0.00300978 0.003073 0.00216511 0.00316771 0.00150174 0.00324282 0.00320652 0.001059 0.00288575 0.00298589 0.00281207 0.00124153 0.00323978 0.00276882 0.0032737 0.00283401 0.00149766 0.00263195 0.00310633
internal_weight=0 2660 2572 243 2329 120 1839 1748 324 490 433 123 262 1696 114 1582 357 167 205 152
internal_count=2984 2660 2572 243 2329 120 1839 1748 324 490 433 123 262 1696 114 1582 357 167 205 152
is_linear=0
shrinkage=0.00270699


Tree=2074
num_leaves=15
num_cat=0
split_feature=4 13 14 123 1428 13 151 123 4 4 13 150 11 13
split_gain=6.54794 2.36643 2.31735 2.04937 1.363 1.39023 1.15777 0.938004 0.912423 3.20759 1.85057 0.766918 1.02181 0.654268
threshold=0.27258000000000004 0.076825000000000018 -1.0000000180025095e-35 0.080635000000000012 0.086350000000000024 -0.16392499999999996 -0.063719999999999985 0.085255000000000011 -0.37626499999999991 -0.15504999999999997 0.022635000000000006 0.10373000000000002 1.0000000180025095e-35 -0.085784999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 -4 -5 10 -10 -7 12 -11 -8
right_child=1 -3 6 7 -6 8 13 -9 9 11 -12 -13 -14 -15
leaf_value=0.0014212473112051242 0.0036325958632470938 -0.0011259130154359814 -0.00044742240806429042 0.00027755674205009323 0.0048449033400038612 0.0050569162122776146 0.0022711427743655828 0.0023124686219248799 0.00016091195116936226 0.0029978818099951595 0.0021766309076776871 0.0041423901251787902 0.004572739939989085 0.0007033264499922172
leaf_weight=79 68 56 59 53 65 95 90 99 58 1967 53 103 65 74
leaf_count=79 68 56 59 53 65 95 90 99 58 1967 53 103 65 74
internal_value=0 0.00119313 0.00163986 0.00299502 0.00308006 0.0030326 0.00103162 0.00160379 0.00308692 0.00302346 0.00402635 0.00310117 0.00304832 0.00156452
internal_weight=0 347 291 2637 2485 2420 223 152 2341 2193 148 2135 2032 164
internal_count=2984 347 291 2637 2485 2420 223 152 2341 2193 148 2135 2032 164
is_linear=0
shrinkage=0.0123264


Tree=2075
num_leaves=25
num_cat=0
split_feature=4 40 13 4 13 0 4 0 52 150 0 0 11 0 15 4 0 15 52 13 15 13 15 0
split_gain=219.428 63.6383 46.097 12.7809 10.1441 9.2175 17.2956 16.7133 8.32764 7.97392 9.6513 7.96231 6.64444 11.0974 6.07155 6.60447 4.84409 4.5385 3.28656 3.22962 2.46532 2.20007 2.16213 1.91743
threshold=0.31392000000000003 -0.034699999999999988 -0.27740999999999993 0.00059000000000000014 -0.36115499999999995 -0.069414999999999991 -0.40515499999999993 -0.036459999999999992 -0.031059999999999997 0.089810000000000015 -0.13165999999999997 -0.105195 1.0000000180025095e-35 -0.105195 -0.43091499999999999 0.51395000000000002 -0.076734999999999984 -0.16749999999999998 -0.016329999999999997 -0.080784999999999982 0.087670000000000012 0.036560000000000002 -0.052984999999999997 -0.093874999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 5 -2 12 21 18 16 10 -5 17 13 -4 15 -13 -1 -6 -8 23 -15 -7 -21 -12
right_child=4 2 3 9 11 6 7 -9 -10 -11 19 14 -14 20 -16 -17 -18 -19 -20 22 -22 -23 -24 -25
leaf_value=0.0024246099409770986 0.00022214547443643017 0.0017600452097033354 0.0030323598037340902 0.0044644434815369581 0.0026835271214693179 0.004549531529180602 0.0030768620518253223 0.0018907073669670864 0.002902529169178404 0.0025150718040902209 0.0034311697369250262 0.0022375263054554765 0.0049007487120867905 0.0041776043932453136 0.00049826779346386063 0.00089115256522435406 0.0013478624905444178 0.0015504674618290364 0.0039100047163745074 0.0033937717607675257 0.0039360084426629345 0.0039103503701607093 0.0027958092138452894 0.0041352924319663746
leaf_weight=53 52 79 78 80 52 86 59 62 84 55 53 53 67 814 63 54 73 52 86 225 510 75 56 63
leaf_count=53 52 79 78 80 52 86 59 62 84 55 53 53 67 814 63 54 73 52 86 225 510 75 56 63
internal_value=0 0.00367218 0.00379488 0.00386272 0.00131891 0.00396984 0.00358606 0.003068 0.00224176 0.0034928 0.00360547 0.00152695 0.00406596 0.00402605 0.00116565 0.00155832 0.00180101 0.00211728 0.0035712 0.00343231 0.00408456 0.00425196 0.00327471 0.00381383
internal_weight=0 2658 2448 2369 326 1837 368 207 210 532 477 274 1469 1402 170 107 126 104 145 397 1324 161 281 116
internal_count=2984 2658 2448 2369 326 1837 368 207 210 532 477 274 1469 1402 170 107 126 104 145 397 1324 161 281 116
is_linear=0
shrinkage=0.00270699


Tree=2076
num_leaves=16
num_cat=0
split_feature=4 10 160 1453 3 4 0 3 42 0 48 0 50 48 40
split_gain=5.14852 2.37115 1.83862 2.02273 1.7228 1.67232 2.37039 1.60066 3.67013 2.08797 1.50358 1.41417 1.31688 1.20464 1.00253
threshold=0.31392000000000003 -1.0000000180025095e-35 -0.53327999999999987 -0.076919999999999988 0.28833000000000003 -0.021269999999999997 -0.14076499999999997 0.12955000000000003 0.087825000000000014 -0.10147999999999999 -0.021829999999999999 -0.075134999999999993 0.096120000000000025 0.082705000000000015 -0.076514999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 -4 5 6 -5 8 9 -2 -7 -12 -8 -1 -10
right_child=7 2 3 4 -6 10 12 -9 14 -11 11 -13 -14 -15 -16
leaf_value=0.0018748791618850291 0.0039186786868142887 0.00093973874568348964 0.0041100379761585416 0.0045318453150364852 0.00048610553231091434 0.00050038758648217818 0.0024430956310672945 -0.00040748538089083717 0.0009536959297311334 0.0012337702543222067 0.0024262038504630915 0.0014129632242391131 0.0035564261795436782 -0.00042260584791822982 -0.0010979740050704183
leaf_weight=53 64 98 81 75 54 64 1116 82 52 70 723 204 138 52 58
leaf_count=53 64 98 81 75 54 64 1116 82 52 70 723 204 138 52 58
internal_value=0 0.00231797 0.00238298 0.00244055 0.00238354 0.00242765 0.00267675 0.000888513 0.00132452 0.00251697 0.00209349 0.00220335 0.00256571 0.000735986 -0.000127052
internal_weight=0 2658 2553 2455 2374 2320 1329 326 244 134 991 927 1254 105 110
internal_count=2984 2658 2553 2455 2374 2320 1329 326 244 134 991 927 1254 105 110
is_linear=0
shrinkage=0.0107308


Tree=2077
num_leaves=22
num_cat=0
split_feature=4 3 12 12 12 0 3 123 16 12 3 4 49 0 4 157 0 4 0 0 12
split_gain=141.483 36.7322 27.3347 18.8858 7.80075 6.95024 6.27112 6.92444 5.32674 4.28984 8.72405 11.4641 3.86764 3.80485 3.25428 3.46551 3.23312 2.80403 2.49805 1.01005 1.19389
threshold=0.31392000000000003 0.28833000000000003 -1.0000000180025095e-35 0.13642500000000005 0.091545000000000015 -0.077614999999999976 0.31395500000000004 0.08901000000000002 0.022165000000000004 0.078120000000000009 0.057935000000000007 -0.019465 -0.07929499999999999 -0.105195 0.032770000000000001 -0.062424999999999994 -0.11327499999999999 -0.14994999999999997 -0.051824999999999989 -0.067664999999999989 0.097060000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 9 16 7 13 -7 10 -4 -12 -11 -2 15 -6 -1 -14 -17 20 -16
right_child=6 -3 3 -5 14 8 -8 -9 -10 12 11 -13 17 -15 19 18 -18 -19 -20 -21 -22
leaf_value=0.0017470665387706895 0.0014754668626420476 0.00067392944591189224 0.0015176785109338928 0.001206372931754428 0.0019765879776539909 0.00084316201273998599 0.00012116206437161914 0.0002827973369130053 0.00183113681875206 0.0021829329769751829 0.0030872516160996865 0.00195913935351184 0.003246057271958236 0.00082731328130366253 0.0021577193939294752 0.0025534211842571744 0.0024750784984193968 0.0027036474904261728 0.0021438063442686473 0.0023401361758663142 0.0016920641575197065
leaf_weight=77 95 66 52 59 80 65 65 67 53 74 108 87 54 99 70 515 57 1039 95 55 52
leaf_count=77 95 66 52 59 80 65 65 67 53 74 108 87 54 99 70 515 57 1039 95 55 52
internal_value=0 0.00237651 0.00241986 0.00249774 0.00253113 0.00169656 0.000763713 0.00092364 0.00128712 0.00263708 0.00235966 0.00258407 0.00269577 0.00114484 0.00235832 0.00243022 0.00205693 0.00273047 0.00248967 0.00207788 0.00195945
internal_weight=0 2658 2592 2340 2281 252 326 261 118 1414 247 195 1167 194 867 690 134 1093 610 177 122
internal_count=2984 2658 2592 2340 2281 252 326 261 118 1414 247 195 1167 194 867 690 134 1093 610 177 122
is_linear=0
shrinkage=0.00231039


Tree=2078
num_leaves=22
num_cat=0
split_feature=1 3 40 43 124 48 48 13 151 48 13 49 48 3 39 52 1 1 42 43 52
split_gain=6.36136 2.50432 1.6842 2.12869 1.67734 1.55169 2.68458 1.76386 1.38644 1.26668 1.18912 1.41565 1.00346 1.29587 0.93311 1.29561 1.15689 0.792393 0.573419 0.709231 0.492962
threshold=0.10471000000000001 -0.11749 -0.084924999999999987 0.082870000000000013 -0.083034999999999984 0.090730000000000019 0.095980000000000024 0.25472500000000003 -0.14525499999999997 0.10255000000000002 -0.15325499999999995 0.089350000000000013 -0.077289999999999984 -0.034509999999999992 0.095830000000000012 0.056265000000000009 0.11329500000000002 0.11392000000000001 0.090775000000000008 -0.012509999999999999 -0.0073749999999999987
decision_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 17 -3 4 -4 7 -7 8 -1 -8 -10 12 -12 -14 15 16 -6 -2 19 -13 -11
right_child=1 2 3 -5 14 6 9 -9 10 20 11 18 13 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0041672902405930599 0.003398283802309757 -0.00092769236995285701 0.0029001200332820372 -0.0011031494252746294 -0.0003978775672163694 -0.00016816476776760435 0.0035898295068964446 0.00066606922636862343 0.00082010682821620278 0.0023094719273598812 0.0013753388678623443 0.0025778337836249868 0.0024683787450485977 0.003447278364851689 -0.00041626961015175717 0.0024219920959562902 0.0012439977630795246 0.0015392581795324628 0.00092203649561924204 0.0011325255856146866 0.00087713841834563436
leaf_weight=52 59 65 60 54 72 84 55 73 59 56 87 105 1346 185 53 74 179 52 87 67 60
leaf_count=52 59 65 60 54 72 84 55 73 59 56 87 105 1346 185 53 74 179 52 87 67 60
internal_value=0 0.00102675 0.000727284 0.000946166 0.00119909 0.00223953 0.0014329 0.00233928 0.00240066 0.00222008 0.00235315 0.00240127 0.00252168 0.00258674 0.000928774 0.00114848 0.000772556 0.00252844 0.00164866 0.00201552 0.00156962
internal_weight=0 668 557 492 438 2316 255 2061 1988 171 1936 1877 1618 1531 378 325 251 111 259 172 116
internal_count=2984 668 557 492 438 2316 255 2061 1988 171 1936 1877 1618 1531 378 325 251 111 259 172 116
is_linear=0
shrinkage=0.0109455


Tree=2079
num_leaves=32
num_cat=0
split_feature=2 12 2 2 2 12 0 0 2 15 15 15 15 12 2 2 11 51 50 12 48 2 2 475 15 402 42 12 15 0 43
split_gain=92.5368 42.4541 24.6238 14.9326 14.1371 10.2189 6.83944 6.43436 5.9395 4.84072 4.14821 3.60443 2.72545 3.85776 2.57227 2.55543 2.26363 1.89026 1.73732 2.04128 1.66449 1.59841 1.58618 1.52411 1.60991 1.35399 1.23975 1.00097 0.886324 0.843297 0.688456
threshold=0.11891500000000001 0.023990000000000004 -1.0000000180025095e-35 0.17553000000000005 0.094765000000000016 0.091545000000000015 -0.074904999999999985 -0.076589999999999978 0.10100500000000003 -0.11277999999999998 -0.025879999999999997 -1.0000000180025095e-35 -0.056634999999999991 0.108115 0.10510500000000002 0.096435000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 0.090350000000000014 0.092605000000000007 0.085265000000000021 0.093870000000000023 0.13447000000000003 -0.085774999999999976 0.087670000000000012 -0.0063199999999999992 0.090645000000000017 0.097145000000000023 -0.093399999999999997 -0.076204999999999981 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 2 2 2 2 2
left_child=1 2 7 6 11 8 22 -1 16 -8 12 20 13 15 -6 26 23 -11 19 -12 -4 29 -2 -3 25 -25 -7 -23 -16 -21 -26
right_child=3 5 4 -5 14 10 9 -9 -10 17 18 -13 -14 -15 28 -17 -18 -19 -20 21 -22 27 -24 24 30 -27 -28 -29 -30 -31 -32
leaf_value=0.0018744630564780809 0.001369634227819191 0.0026430996773227737 0.0023968215335445089 0.00026147066869017341 0.0023223488079513362 0.0032082581881783751 0.0013147777200289848 0.00080740060393050045 0.0022474935411482119 0.002555532521713361 0.0022584624338096702 0.003484721646116744 0.0019020591741469217 0.0020630745477743968 0.0015208316900213535 0.0023757497949502614 0.0035042253944485295 0.0019055363722814945 0.0030943646336613773 0.0031147141702851161 0.0030207957297559568 0.0028534191802193302 0.00079431845361949659 0.0034102118522393843 0.0029491910110966244 0.0030708742818550136 0.0026950064829003558 0.0024722274581631242 0.0019376705815015462 0.0027214109118103087 0.0026314117404299493
leaf_weight=59 73 65 59 69 96 61 62 98 63 53 55 57 54 84 54 88 69 66 101 105 54 78 55 89 207 630 64 111 90 56 59
leaf_count=59 73 65 59 69 96 61 62 98 63 53 55 57 54 84 54 88 69 66 101 105 54 78 55 89 207 630 64 111 90 56 59
internal_value=0 0.00268555 0.00206796 0.00133485 0.00239698 0.00285727 0.00157445 0.00120857 0.0030112 0.00189381 0.00264493 0.00296011 0.00243125 0.00252737 0.00199798 0.00271035 0.00305418 0.00219526 0.0027931 0.00271791 0.00269525 0.00279003 0.00112264 0.00302458 0.00304972 0.00311292 0.00294569 0.00262969 0.00178155 0.00297808 0.00287881
internal_weight=0 2606 567 378 410 2039 309 157 1182 181 857 170 351 297 240 213 1119 119 506 405 113 350 128 1050 985 719 125 189 144 161 266
internal_count=2984 2606 567 378 410 2039 309 157 1182 181 857 170 351 297 240 213 1119 119 506 405 113 350 128 1050 985 719 125 189 144 161 266
is_linear=0
shrinkage=0.00255085


Tree=2080
num_leaves=23
num_cat=0
split_feature=4 40 13 48 150 13 4 52 49 457 155 43 4 4 16 13 43 13 43 43 49 52
split_gain=148.452 33.8423 19.949 10.0682 6.7505 4.94704 6.60294 4.60863 4.26123 4.33456 2.8782 2.74679 2.56608 2.35883 3.30923 2.00684 2.13655 1.87614 1.50673 0.959411 1.87737 0.832705
threshold=0.31392000000000003 -0.034699999999999988 -0.16392499999999996 0.094680000000000014 0.081245000000000026 -0.077504999999999977 -0.068329999999999988 0.10400000000000002 0.12518000000000004 0.08351500000000002 0.081835000000000005 -0.055679999999999993 0.51292000000000015 -0.50393499999999991 -0.008069999999999999 -0.0050199999999999993 -0.081864999999999979 -0.13871999999999998 0.065040000000000014 -0.083349999999999994 -0.0058449999999999986 -0.014944999999999998
decision_type=2 2 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 17 7 13 9 10 -8 -2 -13 -7 -15 16 -1 -4 19 21 -21 -19
right_child=4 2 5 -5 -6 6 8 -9 -10 -11 -12 12 -14 14 -16 -17 -18 18 -20 20 -22 -23
leaf_value=0.0017508319839900143 0.00042861099770636566 0.0018209175532877934 0.0038017926188999218 0.00097647982006099918 0.0017360764752885384 0.0037690504792673211 0.0029170014461600137 0.002618260606247225 0.0021101006062184597 0.0022837211443104406 0.0034660207254230361 0.0013210848262746029 0.00059722026261794679 0.0033513498130367156 0.0028749181854241753 0.00275799495663571 0.0025094228175835077 0.0036019598128444854 0.0028982785540730086 0.0027543107093640808 0.0033001102697558403 0.0032530215366291092
leaf_weight=58 88 87 53 55 76 70 505 83 52 71 82 90 60 466 140 52 52 130 73 52 469 86
leaf_count=58 88 87 53 55 76 70 505 83 52 71 82 90 60 466 140 52 52 130 73 52 469 86
internal_value=0 0.00300254 0.00309443 0.0019781 0.00103337 0.00314193 0.00304611 0.00322194 0.00285811 0.00291718 0.00299375 0.000808851 0.00103173 0.00329602 0.00324133 0.00231797 0.0021097 0.00330499 0.00327245 0.00330947 0.00324569 0.00346316
internal_weight=0 2636 2419 217 314 2332 1469 759 710 658 587 238 150 676 606 162 110 863 810 737 521 216
internal_count=2950 2636 2419 217 314 2332 1469 759 710 658 587 238 150 676 606 162 110 863 810 737 521 216
is_linear=0
shrinkage=0.00270699


Tree=2081
num_leaves=30
num_cat=0
split_feature=1 2 2 151 39 51 48 16 15 48 16 43 51 43 160 2 1447 2 1447 43 52 49 15 1 2 43 133 15 16
split_gain=7.02722 2.93967 2.66426 2.49818 2.40875 1.95647 2.29596 2.87452 2.0863 1.95827 1.42193 1.37341 1.32389 1.05475 1.71622 1.50627 1.3226 1.63694 1.21182 1.02547 0.808375 0.892764 0.46732 0.708217 1.87538 0.915867 0.311323 0.306937 0.277054
threshold=0.11907500000000001 -1.0000000180025095e-35 0.09167500000000002 0.063570000000000015 0.10284500000000001 -0.22411499999999998 0.10255000000000002 -0.28430999999999995 -0.094389999999999988 0.084260000000000015 -0.13800499999999996 -0.07138499999999999 -0.42049999999999993 -0.010629999999999999 -0.081494999999999998 0.088135000000000005 -0.081739999999999993 -1.0000000180025095e-35 -0.086299999999999988 -0.14839499999999997 0.086315000000000017 -0.067844999999999989 -0.095814999999999997 0.085490000000000024 0.083885000000000015 0.0034500000000000004 0.087045000000000025 -0.072289999999999979 -0.07964499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 13 5 10 12 7 11 -9 -10 -3 -7 -4 16 -15 22 18 -18 -1 28 21 -21 -16 24 -24 -25 -22 -12 -19
right_child=1 4 3 -5 -6 6 -8 8 9 -11 27 -13 -14 14 15 -17 17 19 -20 20 26 -23 23 25 -26 -27 -28 -29 -30
leaf_value=0.0023256153116849726 -0.0013634852689575309 0.00049438102993055349 0.0022277830951630434 -0.00050495198459199887 -0.00077662375612971748 0.0020393925012028562 -0.00018662668405120415 0.0001240337307667952 0.001604210310095857 0.0035640990722159826 0.0019199697104292591 0.00433488243728664 0.0046885012169148432 0.0043311444374767799 0.0038119311547410916 0.0013805205201364039 0.00069373292196007964 0.0030660813221242023 -0.00013077875197516843 0.0036014876123460723 0.0034302728373607487 0.002016893356033154 0.0049700392107802647 0.0012767775189464288 0.0026194742850246828 0.0029719577419606361 0.0024461013958342326 0.0030712105369531573 0.0042504176455269802
leaf_weight=52 81 73 63 57 65 57 72 103 439 78 60 84 52 94 68 98 63 53 52 52 119 424 58 75 185 93 66 62 52
leaf_count=52 81 73 63 57 65 57 72 103 439 78 60 84 52 94 68 98 63 53 52 52 119 424 58 75 185 93 66 62 52
internal_value=0 0.000530147 0.00226892 0.00180877 0.00112055 0.00194802 0.00175549 0.0019394 0.00160527 0.00190013 0.00175357 0.00340778 0.00334151 0.00255715 0.0029022 0.0026692 0.00230887 0.00246085 0.00109625 0.00260603 0.00243941 0.00219026 0.0029326 0.00278681 0.00318101 0.0022159 0.00307982 0.00250602 0.00365377
internal_weight=0 341 2609 1005 260 948 833 761 620 517 195 141 115 1604 671 577 933 829 104 766 661 476 479 411 243 168 185 122 105
internal_count=2950 341 2609 1005 260 948 833 761 620 517 195 141 115 1604 671 577 933 829 104 766 661 476 479 411 243 168 185 122 105
is_linear=0
shrinkage=0.0113877


Tree=2082
num_leaves=28
num_cat=0
split_feature=1 13 2 0 42 1212 4 42 42 1 2 457 4 13 4 0 0 2 156 12 4 483 1212 4 13 15 13
split_gain=4.86143 3.11717 2.80373 2.40773 2.15076 1.30762 1.37477 1.21103 1.35552 1.10416 4.03151 1.74081 2.43113 2.08742 1.43977 2.29801 1.16232 1.02501 0.910786 0.854747 1.52664 1.01756 0.879641 0.740778 1.13654 0.413112 0.400387
threshold=0.11907500000000001 0.10621000000000001 -1.0000000180025095e-35 -0.074679999999999983 0.091485000000000025 0.096720000000000014 -0.082804999999999976 0.094010000000000024 0.09747500000000002 0.085720000000000005 0.082500000000000018 0.079020000000000021 0.0019650000000000002 0.10621000000000001 -0.17568999999999999 -0.071879999999999986 0.040570000000000002 0.091915000000000011 0.090995000000000006 0.083535000000000012 0.0072100000000000003 0.091400000000000009 0.054415000000000012 -0.00076499999999999995 -0.065539999999999987 -0.069034999999999985 -0.071104999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 9 6 -6 -8 -9 10 -1 13 -13 14 18 17 19 -16 -11 20 -12 22 -21 24 -10 -25 -5
right_child=1 -3 3 26 5 -7 7 8 23 11 16 12 -14 -15 15 -17 -18 -19 -20 21 -22 -23 -24 25 -26 -27 -28
leaf_value=0.0048593929164360153 -0.0010545905743362775 -0.0020146021526262175 0.00026273113335460995 0.0020634287545115847 -0.00068107028196929512 0.0028642295904956318 9.1890894339214301e-05 0.002763341650188269 0.0027830106359614717 0.0040287552302665014 0.003894758324152159 -0.001013612484508007 0.0022607583394665719 0.0041114702122199307 0.0021196328283919637 -0.00075331246574880022 0.00059431391575265335 0.00086740156882844904 0.0018909149473285522 0.0023268236125656453 0.0015606311751424429 0.00064855967728766643 0.0014502097432280096 0.0011392910553640271 0.00081190727358826668 -0.00025504170017625987 0.0034148944902081578
leaf_weight=73 70 56 99 63 52 59 90 92 67 52 93 66 53 53 298 53 63 119 52 769 60 62 185 55 88 55 53
leaf_count=73 70 56 99 63 52 59 90 92 67 52 93 66 53 53 298 53 63 119 52 769 60 62 185 55 88 55 53
internal_value=0 0.000440929 0.000923846 0.00156855 0.00188723 0.00125982 0.00106988 0.00127384 0.00157147 0.00205786 0.00225792 0.00170773 0.000443699 0.00194743 0.00174741 0.00147861 0.00210367 0.00176257 0.002961 0.00218491 0.00298021 0.00206503 0.00215696 0.00115723 0.00166472 0.00044102 0.00268196
internal_weight=0 341 285 215 2609 558 499 447 357 2051 1305 746 119 627 574 470 1232 417 104 1169 153 1016 954 265 155 110 116
internal_count=2950 341 285 215 2609 558 499 447 357 2051 1305 746 119 627 574 470 1232 417 104 1169 153 1016 954 265 155 110 116
is_linear=0
shrinkage=0.0113877


Tree=2083
num_leaves=19
num_cat=0
split_feature=1 1446 1 14 2 400 3 1 1 155 3 43 159 3 43 3 12 2
split_gain=3.4694 2.03653 1.91646 1.5952 1.46643 1.85309 1.94799 1.97256 2.7698 1.83319 1.67523 1.40293 1.29783 1.05088 1.78138 1.01885 1.2042 0.616381
threshold=0.13662500000000002 0.090355000000000005 0.077845000000000011 0.073890000000000011 0.092155000000000015 -0.014859999999999998 -0.15624499999999999 0.088470000000000007 0.10135500000000001 0.094400000000000026 0.088880000000000015 -0.062434999999999997 0.040460000000000003 -0.014924999999999999 -0.073404999999999984 -0.14326499999999995 0.080020000000000022 0.14938500000000002
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 10 -6 9 12 -9 -7 13 -2 -8 15 -15 -1 -17 -13
right_child=11 2 -4 -5 5 6 7 8 -10 -11 -12 17 -14 14 -16 16 -18 -19
leaf_value=0.00033822791696047367 -0.0016194340269320264 0.0015534997306604732 -0.0014176480112825123 0.0032405381163742794 -0.00090228359898784254 0.0045629653617998362 0.0013605464168394111 -0.0016989770968919968 0.0010492402013423825 0.0013794434574116202 0.0037839020053779906 -0.00022874384061358333 0.0028913716333342169 -0.00098379398669913142 0.0019680201569300688 0.003687482584739092 0.001873802611375285 0.0015706775870002528
leaf_weight=60 61 66 61 94 54 52 428 69 239 54 64 56 100 52 70 56 1259 55
leaf_count=60 61 66 61 94 54 52 428 69 239 54 64 56 100 52 70 56 1259 55
internal_value=0 0.00162141 0.000125397 0.00169303 0.00163609 0.00127338 0.00139824 0.0012023 0.000433149 0.00294239 0.00186744 -0.000146557 0.00165072 0.00178542 0.000708812 0.00188085 0.00195114 0.000661699
internal_weight=0 2778 127 2651 2557 996 942 836 308 106 1561 172 528 1497 122 1375 1315 111
internal_count=2950 2778 127 2651 2557 996 942 836 308 106 1561 172 528 1497 122 1375 1315 111
is_linear=0
shrinkage=0.0120847


Tree=2084
num_leaves=34
num_cat=0
split_feature=1 47 1 12 1 12 0 3 16 3 12 11 160 12 16 3 42 3 0 1 3 16 42 42 0 399 133 160 1429 0 12 42 3
split_gain=196.373 27.9968 22.1727 27.73 12.2291 13.197 10.4887 9.71099 4.83296 10.6842 3.7556 3.54266 3.38212 2.63292 2.66182 2.48099 2.31704 3.92052 2.29522 2.28161 2.17367 1.63249 1.59532 1.19673 1.06956 1.15321 1.02738 1.18671 1.12445 0.976021 0.422201 0.417389 0.358138
threshold=0.10921500000000002 0.08593000000000002 0.092845000000000025 -1.0000000180025095e-35 0.13074500000000003 0.085075000000000026 -0.076914999999999997 -0.039864999999999991 0.28127000000000008 -0.087284999999999988 0.087915000000000007 1.0000000180025095e-35 -0.14079499999999998 0.093910000000000007 0.10134000000000001 0.088880000000000015 0.09364500000000002 0.3148450000000001 -0.062109999999999992 0.08845500000000002 -0.065134999999999985 -0.20132999999999998 0.098705000000000001 0.091485000000000025 -0.095724999999999991 0.088045000000000012 0.087950000000000014 -0.015149999999999999 0.083985000000000018 0.019150000000000004 0.092475000000000016 0.091555000000000011 -0.078484999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 -4 5 18 10 -3 9 -5 11 19 -8 14 -14 31 17 -6 -2 26 22 -12 32 24 -23 -26 28 -28 -1 -16 -25 -11 -15
right_child=1 7 3 8 16 -7 12 -9 -10 15 21 -13 13 20 29 -17 -18 -19 -20 -21 -22 23 -24 30 25 -27 27 -29 -30 -31 -32 -33 -34
leaf_value=0.0037293031501967784 0.00095245051294807429 0.0032279389009421586 0.0015525493196371632 0.0019031899413450412 0.0013283193969665576 0.002768999478712677 0.0024902969440391029 0.0018707096105433283 0.003760483094337208 0.0036357396251525376 0.0030053219167308254 0.0043907574923739406 0.0031205597886685777 0.0032026450013150059 0.0034797321760894977 0.0027660724417728258 0.000190387022103538 0.00037624057555817942 0.0016613581119671009 0.0032190770180496233 0.0025253699191220883 0.0038906031064574378 0.002791012798770095 0.003073750801062721 0.0034371634480203543 0.0038528549243257381 0.0032096413249664592 0.0037368320501320429 0.0041513951084706166 0.0040095696519261009 0.003390228417004195 0.0033362062588652751 0.003521959154297408
leaf_weight=545 95 75 99 52 64 54 53 80 81 60 58 54 99 59 53 52 55 63 52 75 52 61 57 56 331 59 59 70 52 52 79 92 52
leaf_count=545 95 75 99 52 64 54 53 80 81 60 58 54 99 59 53 52 55 63 52 75 52 61 57 56 331 59 59 70 52 52 79 92 52
internal_value=0 0.00155677 0.00336554 0.00281267 0.00116379 0.00162417 0.00348752 0.00252762 0.00318276 0.00299986 0.0035989 0.00371692 0.00313743 0.00321825 0.00344077 0.00327926 0.000655191 0.000856256 0.00120342 0.00367146 0.00301178 0.00344217 0.00316216 0.00348536 0.003553 0.00350012 0.00371815 0.00349594 0.00376612 0.0037424 0.00325916 0.00345463 0.00335249
internal_weight=0 538 2412 436 383 201 1976 155 337 256 1499 855 477 424 204 204 182 127 147 801 220 644 168 586 451 390 726 129 597 105 135 152 111
internal_count=2950 538 2412 436 383 201 1976 155 337 256 1499 855 477 424 204 204 182 127 147 801 220 644 168 586 451 390 726 129 597 105 135 152 111
is_linear=0
shrinkage=0.00270699


Tree=2085
num_leaves=23
num_cat=0
split_feature=1 3 12 2 123 2 447 3 2 1 12 12 0 480 0 3 3 47 15 0 51 42
split_gain=136.483 32.6235 18.778 13.8362 12.7338 9.76383 4.74129 4.82008 4.67546 4.29315 4.15478 3.4199 3.34438 2.38681 2.03529 3.96375 2.23547 1.64587 1.62523 1.3272 1.14696 1.00305
threshold=0.10471000000000001 0.28833000000000003 -1.0000000180025095e-35 0.11203000000000002 1.0000000180025095e-35 0.099655000000000007 0.084420000000000009 -0.15755 -1.0000000180025095e-35 0.14228000000000005 0.086085000000000009 0.095175000000000023 -0.016414999999999996 0.085465000000000013 -0.076734999999999984 -0.086934999999999985 0.086845000000000019 0.096475000000000019 -0.091074999999999975 -0.072529999999999983 -0.041139999999999989 0.087475000000000011
decision_type=2 2 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 12 5 6 7 -1 -2 -3 -7 -12 17 14 16 -16 -9 -4 -5 -13 -21 -15
right_child=1 9 3 18 -6 10 -8 13 -10 -11 11 19 -14 21 15 -17 -18 -19 -20 20 -22 -23
leaf_value=0.0053733046347314833 0.0019113232472833478 0.0020532635627423914 0.0045916315790415947 0.0026941152635470544 0.0033242585669939783 0.0035284061115081564 0.0036911633795484789 0.0045483136101103893 0.0028467702312597121 0.00097904110060144096 0.0046538386862599 0.0036023219932331736 0.0034819932506575308 0.0051333237650629318 0.0036160314738297545 0.0044450601012412548 0.0039829382847126268 0.0039735418246269073 0.0032882626979017647 0.0044380387778667138 0.0039352489218534188 0.0046096307424718349
leaf_weight=53 73 67 78 86 88 102 55 1241 102 53 89 53 53 65 61 189 59 63 65 59 99 56
leaf_count=53 73 67 78 86 88 102 55 1241 102 53 89 53 53 65 61 189 59 63 65 59 99 56
internal_value=0 0.00290321 0.00320872 0.00359008 0.00437599 0.00441841 0.00450813 0.00453417 0.00245673 0.00157907 0.00402131 0.0041888 0.00408807 0.00450754 0.00447757 0.0042429 0.00452268 0.00431568 0.00295007 0.0039925 0.00412319 0.0048912
internal_weight=0 640 520 345 2269 2181 1779 1724 175 120 402 300 194 1671 1550 250 1300 141 151 211 158 121
internal_count=2909 640 520 345 2269 2181 1779 1724 175 120 402 300 194 1671 1550 250 1300 141 151 211 158 121
is_linear=0
shrinkage=0.00281635


Tree=2086
num_leaves=26
num_cat=0
split_feature=1 12 1 3 15 2 3 52 3 159 52 156 3 2 12 159 481 475 123 2 51 131 13 52 160
split_gain=82.0332 31.247 20.3663 10.5643 7.53521 4.06736 7.33972 4.9502 6.94265 3.8818 3.78906 2.91885 2.77409 5.06439 2.75882 1.64377 1.9594 1.88915 1.51067 1.70636 1.19189 1.13632 1.09916 0.566476 0.556639
threshold=0.13074500000000003 0.056995000000000011 0.092395000000000019 0.28833000000000003 -0.15973499999999999 0.099845000000000003 -0.15105999999999997 -0.090304999999999983 -0.08867499999999999 0.077080000000000023 -0.085009999999999988 0.083125000000000018 0.084670000000000009 0.094765000000000016 0.096675000000000025 0.11396500000000001 -0.0085599999999999982 -0.086004999999999984 0.084660000000000013 0.10433000000000002 -0.056469999999999992 0.082750000000000004 -0.083914999999999976 0.087790000000000021 -0.088509999999999991
decision_type=2 2 2 2 2 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 -2 6 -3 20 -9 10 -4 12 13 -1 -10 16 22 -18 19 -12 -7 -19 24 -16 -8
right_child=3 5 9 -5 -6 7 15 8 14 -11 18 -13 -14 -15 23 -17 17 21 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.003154263242871231 0.00067391840353434149 0.0033920203421226331 0.0023161377814105246 4.0890218887071537e-05 0.0018561772342174886 0.0025403605655167612 0.0028600360358817831 0.0012752226428497759 0.0028559877329293703 0.0010858036125380164 0.0020048020255934271 0.0029614882147521193 0.0018291729323958149 0.0020588395542786284 0.0019276914911568429 0.0021951965980962613 0.0021392461820210046 0.002572738237498459 0.0011686168864571622 0.0014453205428412007 0.0030322321341373229 0.002769185799897472 0.0026463339190813755 0.0022963771688080856 0.0032492189744509322
leaf_weight=52 79 85 53 79 68 98 52 53 52 98 62 69 53 64 52 64 61 1064 56 93 52 251 81 66 52
leaf_count=52 79 85 53 79 68 98 52 53 52 98 62 69 53 64 52 64 61 1064 56 93 52 251 81 66 52
internal_value=0 0.00244105 0.0019177 0.000808608 0.001221 0.00259179 0.00264561 0.00234496 0.00209858 0.00152881 0.00169316 0.00250907 0.0023242 0.00255013 0.0023551 0.00260655 0.0026234 0.0025894 0.00153654 0.00166929 0.00271106 0.00261026 0.00287616 0.00213414 0.00305489
internal_weight=0 2683 600 226 147 2083 1710 373 223 362 264 238 169 116 170 1625 1561 1376 211 155 150 1315 185 118 104
internal_count=2909 2683 600 226 147 2083 1710 373 223 362 264 238 169 116 170 1625 1561 1376 211 155 150 1315 185 118 104
is_linear=0
shrinkage=0.00260187


Tree=2087
num_leaves=18
num_cat=0
split_feature=9 4 4 150 12 160 160 14 43 4 51 43 42 16 160 43 157
split_gain=4.53889 3.02711 1.51023 1.39335 2.29203 2.00662 1.42751 1.39684 1.45069 4.26264 2.6183 1.62825 1.36474 2.39235 1.25633 0.906272 1.03324
threshold=-1.0000000180025095e-35 0.31392000000000003 0.41248000000000007 0.083435000000000023 0.087965000000000015 -0.064339999999999994 0.084480000000000013 0.064610000000000015 -0.03898999999999999 -0.12685999999999997 0.11543000000000002 -0.021354999999999996 0.088060000000000013 -0.5103049999999999 0.030480000000000004 -0.052849999999999994 -0.077834999999999988
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 -5 -7 8 9 -2 11 -10 13 -4 -13 16 -11
right_child=1 2 12 4 -6 6 -8 -9 10 15 -12 14 -14 -15 -16 -17 -18
leaf_value=-0.00089075718697907323 -0.0015267853226084175 -0.0012268774537216288 0.003976620949267355 0.0022801138526479235 0.0032184138294924186 -0.0018367859622925324 0.00078525972545195433 0.0037705043080091269 0.0046824325371047143 0.0010770888963959537 -2.4170920340257272e-06 0.0023480906631995866 -0.00028741326224327325 0.00057226067644781844 0.0039629769121652851 0.0004911638987401064 0.0022804530376297075
leaf_weight=95 60 55 55 75 73 59 81 90 59 139 67 921 72 89 87 62 770
leaf_count=95 60 55 55 75 73 59 81 90 59 139 67 921 72 89 87 62 770
internal_value=0 0.00195835 0.000669138 0.00209569 0.0012546 0.000587182 -0.000318767 0.00220305 0.00213783 0.00178918 0.00245468 0.0026091 0.00115255 0.00187349 0.00248761 0.00199422 0.00209659
internal_weight=0 2814 271 2543 288 215 140 2255 2165 1031 1134 1067 216 144 1008 971 909
internal_count=2909 2814 271 2543 288 215 140 2255 2165 1031 1134 1067 216 144 1008 971 909
is_linear=0
shrinkage=0.0128244


Tree=2088
num_leaves=28
num_cat=0
split_feature=12 2 2 2 2 16 12 3 13 3 16 3 10 16 13 47 16 2 16 48 12 475 16 12 16 157 12
split_gain=88.1269 32.1638 26.7498 19.7254 18.6679 6.36019 6.11768 5.76359 5.67887 5.22767 4.73675 4.12623 4.08911 2.39825 2.30481 1.62937 1.52904 1.42275 1.3631 1.31549 1.20224 1.08272 0.950953 0.776415 0.64229 0.628072 0.453451
threshold=0.056995000000000011 0.14253500000000002 0.13631000000000001 -1.0000000180025095e-35 0.098180000000000003 0.058455000000000007 0.093125000000000013 -0.15105999999999997 -0.099244999999999986 -0.10690999999999999 -0.010034999999999999 0.093925000000000022 -0.010699999999999999 -0.006494999999999999 -1.0000000180025095e-35 0.099745000000000014 0.0011450000000000004 0.087605000000000002 -0.093484999999999985 0.083775000000000002 0.089765000000000025 -0.054724999999999989 -0.07027499999999999 0.085585000000000008 0.20277000000000003 -0.081189999999999984 0.091625000000000012
decision_type=2 2 2 2 2 2 2 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 12 11 10 7 -2 -8 -9 14 13 -1 -5 -6 16 18 20 -10 25 23 -18 -20 -11 -23 -19 -22
right_child=2 -3 -4 4 5 -7 8 9 15 17 -12 -13 -14 -15 -16 -17 21 19 22 -21 26 24 -24 -25 -26 -27 -28
leaf_value=0.002069492312103933 0.0037999237994030982 0.00080810061346019287 0.0015276649041418237 0.0030827404018886517 0.001857239663444081 0.0027904705508007008 0.0021819484154561569 0.0024057591329773812 0.0028781746626139484 0.0032153700773892772 0.0013102325985919964 0.0025549048017478055 0.0012190074368990046 0.0037441189487058772 0.0023958503251409646 0.0026524282888050581 0.0031891038516113743 0.0029253445329631227 0.0033547278086986619 0.0027671768035102341 0.0029350786715554951 0.0029597810797452333 0.0030673830214932489 0.003392982915636712 0.0026497517771538947 0.0031949858858346513 0.0032352037779990548
leaf_weight=52 94 101 66 90 92 72 56 52 96 279 53 59 99 53 101 75 52 66 151 66 81 72 135 341 99 303 53
leaf_count=52 94 101 66 90 92 72 56 52 96 279 53 59 99 53 101 75 52 66 151 66 81 72 135 341 99 303 53
internal_value=0 0.00209842 0.00306505 0.0022926 0.0025192 0.00214868 0.00311403 0.00321318 0.00293415 0.00316871 0.00196074 0.00310236 0.00151206 0.00332805 0.00213924 0.00299606 0.00303861 0.00320206 0.00313355 0.00308929 0.00326708 0.00287585 0.00321918 0.0033131 0.00278044 0.00314683 0.00305398
internal_weight=0 772 2137 671 520 318 2071 1335 736 1241 246 202 151 143 193 680 605 1189 382 435 754 223 286 620 171 369 134
internal_count=2909 772 2137 671 520 318 2071 1335 736 1241 246 202 151 143 193 680 605 1189 382 435 754 223 286 620 171 369 134
is_linear=0
shrinkage=0.0024518


Tree=2089
num_leaves=23
num_cat=0
split_feature=1 1 0 124 3 0 43 13 13 3 159 43 0 1 1 3 1 160 52 130 1429 133
split_gain=52.8788 13.9505 11.4409 12.7718 8.19555 4.05659 5.53825 5.12045 3.75706 3.0648 3.01627 2.90239 2.77072 2.41405 1.92877 2.73654 1.9092 1.58551 1.55407 0.955562 0.915798 0.75619
threshold=0.13074500000000003 0.089625000000000024 -0.12259499999999998 -1.0000000180025095e-35 0.28833000000000003 -0.061204999999999989 -0.081189999999999984 -0.0066549999999999986 -0.017354999999999999 0.086845000000000019 0.089030000000000012 -0.040494999999999996 -0.14920999999999998 0.10818500000000002 0.10500500000000001 -0.087979999999999989 0.11392000000000001 -0.080499999999999974 -0.40891499999999997 0.10378500000000002 0.084770000000000012 0.08759500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 -4 11 9 -7 -8 -3 12 14 -2 -1 -10 15 -5 -16 -17 21 20 -20 -14
right_child=4 2 3 10 -6 6 7 -9 13 -11 -12 -13 18 -15 16 17 -18 -19 19 -21 -22 -23
leaf_value=0.002930379717081356 0.00084658321871999961 0.00089399987030082319 0.0011095278286736314 0.0017125118879118446 5.7367229742283081e-05 0.0013409005157621521 0.001799912647228415 0.0028727004718750544 0.0018903230471698596 0.0017038792754471288 0.0017141206463046356 0.0016416143107457085 0.0022704891464842584 0.0011455463125312304 0.0028374758646688958 0.0027484763822203419 0.0022271835302009441 0.0022059612579818162 0.0024152049989541258 0.0021135784120853551 0.0020933994633223177 0.0018098086171399075
leaf_weight=66 89 86 91 73 79 75 77 61 93 54 76 58 54 52 86 53 73 192 1191 100 73 57
leaf_count=66 89 86 91 73 79 75 77 61 93 54 76 58 54 52 86 53 73 192 1191 100 73 57
internal_value=0 0.00216591 0.00187953 0.00206871 0.000775002 0.00230449 0.0019458 0.00227433 0.001352 0.00235238 0.0022265 0.00116047 0.00237508 0.00162343 0.00230808 0.00218329 0.00255746 0.00232344 0.00235022 0.00237591 0.00239664 0.00203419
internal_weight=0 2683 875 644 226 1808 213 138 231 1595 553 147 1541 145 477 318 159 245 1475 1364 1264 111
internal_count=2909 2683 875 644 226 1808 213 138 231 1595 553 147 1541 145 477 318 159 245 1475 1364 1264 111
is_linear=0
shrinkage=0.00276112


Tree=2090
num_leaves=22
num_cat=0
split_feature=15 49 0 15 4 4 15 1213 12 457 12 49 4 13 0 133 13 13 13 43 12
split_gain=1.77282 2.57463 2.06313 2.7775 6.9368 6.75262 1.95008 1.77617 1.59732 1.60556 1.79601 1.57116 1.29812 1.37626 1.70705 1.74451 0.814467 0.753351 0.946133 0.614755 0.540535
threshold=0.021950000000000001 0.13281000000000001 0.14054500000000003 -0.0044499999999999991 -0.22295999999999996 -0.018964999999999999 0.080895000000000009 0.084055000000000019 -0.14392999999999997 0.10412500000000001 0.023990000000000004 -0.034759999999999992 -0.111135 -0.095139999999999988 -0.086064999999999989 -0.0082649999999999998 -0.037164999999999997 0.0044550000000000006 -0.0079349999999999993 -0.14724999999999996 0.086935000000000012
decision_type=2 2 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 -2 8 -1 10 -10 -8 -13 -14 15 20 -3 18 -16 -19 -15
right_child=6 16 -4 4 5 -7 11 -9 9 -11 -12 12 13 14 17 -17 -18 19 -20 -21 -22
leaf_value=0.0039300595123307677 0.0048861990719781595 0.0027448752048069738 0.004162604371705775 0.0028970269362137489 -0.0044033680985082002 0.0016028975501134633 0.00043407047904975017 -0.00045730050969681351 0.0010309690094754242 0.0040858851215692113 0.0021298797855431092 0.0044688970348930844 0.00037773068409305217 0.0018906712337477451 0.0022500780709993869 0.0057057627393283881 0.0050580809585078186 0.0023998531366652125 0.0036150966017337899 0.0006334385921418083 0.0037409078670110705
leaf_weight=70 59 53 60 103 70 59 63 52 365 55 845 58 52 54 473 54 52 61 107 76 55
leaf_count=70 59 53 60 103 70 59 63 52 365 55 845 58 52 54 473 54 52 61 107 76 55
internal_value=0 0.00190354 0.00177912 0.0016907 0.000365211 -0.00165523 0.00256966 0.00191231 0.00200472 0.00189807 0.00179851 0.00243973 0.00256722 0.00244872 0.00257094 0.00378059 0.00389179 0.00229575 0.00250214 0.00142096 0.00282556
internal_weight=0 1784 1679 1619 232 129 1112 1387 1335 1265 1210 1053 990 932 880 163 105 717 580 137 109
internal_count=2896 1784 1679 1619 232 129 1112 1387 1335 1265 1210 1053 990 932 880 163 105 717 580 137 109
is_linear=0
shrinkage=0.0130808


Tree=2091
num_leaves=14
num_cat=0
split_feature=14 44 4 4 16 16 3 4 147 40 4 3 1
split_gain=1.83702 1.53845 1.42882 1.50299 1.51051 1.48665 2.64707 4.66569 1.25288 1.59864 1.09541 0.96 1.26644
threshold=-0.31108499999999994 0.081835000000000019 0.5124550000000001 0.31392000000000003 -0.53242499999999993 -0.10064999999999998 0.10021000000000001 -0.029404999999999997 0.085530000000000009 -0.084754999999999983 -0.080954999999999985 -0.013714999999999998 0.090195000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 10 8 -8 9 -7 -2 12 -12
right_child=1 -3 -4 4 -6 6 7 -9 -10 -11 11 -13 -14
leaf_value=-1.1298947517066712e-06 0.0041673484374136188 0.004087582420171299 0.0035384746301586252 0.0015932546458669872 -0.0012000446956514203 -0.00039956844434422233 0.002041322091228307 -0.0030875987600381561 0.0035652464405674109 0.0018213046851470423 0.0024042873352203703 0.0036438782464920235 9.5024442708659191e-05
leaf_weight=94 64 52 80 79 57 57 71 53 68 1924 176 68 53
leaf_count=94 64 52 80 79 57 57 71 53 68 1924 176 68 53
internal_value=0 0.00185645 0.00181421 0.00176249 0.000421507 0.00183441 0.00170508 -0.000149752 0.0018174 0.00175733 0.00261248 0.00227695 0.00187044
internal_weight=0 2802 2750 2670 136 2534 2173 124 2049 1981 361 297 229
internal_count=2896 2802 2750 2670 136 2534 2173 124 2049 1981 361 297 229
is_linear=0
shrinkage=0.0130808


Tree=2092
num_leaves=27
num_cat=0
split_feature=4 2 1 457 155 16 14 52 2 1 42 128 52 157 159 2 1 49 456 16 1 16 1 4 133 1
split_gain=62.0649 19.6199 9.87662 16.1436 5.4936 5.26971 4.36657 4.14738 4.54997 3.91614 3.66072 3.55874 2.85538 2.57796 2.78102 2.42303 2.13697 2.12887 1.92746 1.45618 1.42308 1.27491 1.17816 0.628336 0.534883 0.345555
threshold=0.31392000000000003 0.13631000000000001 0.092845000000000025 0.041935000000000007 0.090655000000000013 0.19384500000000002 0.080670000000000006 0.056265000000000009 0.11248000000000001 0.081720000000000015 0.078120000000000009 0.088595000000000021 -0.42058999999999996 -0.048464999999999994 0.077080000000000023 0.10615500000000001 0.12646500000000002 -0.008794999999999999 0.086300000000000016 -0.018754999999999997 0.12622500000000003 -0.088719999999999979 0.12040000000000002 -0.052959999999999993 0.089400000000000021 0.10781
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 10 6 13 8 20 12 11 15 24 14 18 -4 -3 21 -1 -19 -2 -15 -10 -12 -7 -25
right_child=7 16 3 -5 -6 9 -8 -9 22 -11 23 -13 -14 17 -16 -17 -18 19 -20 -21 -22 -23 -24 25 -26 -27
leaf_value=0.0023223625116509821 0.001744783113891503 0.0017062886197781425 0.0020419694585322684 0.0010532979929087215 0.0029564853425163447 0.0024857088402634149 0.0034292003537593997 0.0017861275105513336 0.00094248374191757559 0.0028487762067169364 0.0026647140198064268 0.002567429121004842 0.0015583425769786455 0.0020117106646714926 0.0017919357165710977 0.0013053401338563929 0.0009304364872583027 0.0026528488142908745 0.0029577741623823869 0.0028790764630778993 0.0010993913623954391 0.0025399439174753828 0.00043877831797428418 0.0025055789797388856 0.0020831898954795426 0.0021922695406857277
leaf_weight=120 52 52 78 83 98 52 53 61 64 54 87 52 69 53 53 61 57 954 53 286 53 106 80 56 52 57
leaf_count=120 52 52 78 83 98 52 53 61 64 54 87 52 69 53 53 61 57 954 53 286 53 106 80 56 52 57
internal_value=0 0.00244789 0.00249835 0.00217985 0.002371 0.00259397 0.00264747 0.00114029 0.000981952 0.00219837 0.00222418 0.00195008 0.00199519 0.00262196 0.00234724 0.00171891 0.00130084 0.00266632 0.0025172 0.00270505 0.00141929 0.00236405 0.000662852 0.0024858 0.00228473 0.0023478
internal_weight=0 2586 2477 572 489 1905 1678 310 249 227 391 191 173 1625 226 139 109 1399 173 1240 105 159 144 200 104 113
internal_count=2896 2586 2477 572 489 1905 1678 310 249 227 391 191 173 1625 226 139 109 1399 173 1240 105 159 144 200 104 113
is_linear=0
shrinkage=0.00276112


Tree=2093
num_leaves=20
num_cat=0
split_feature=8 10 9 16 4 1453 1375 457 484 13 43 43 48 401 16 48 1 51 16
split_gain=1.19202 1.56784 1.40619 1.36551 4.7061 1.72278 1.27661 1.96469 2.07614 1.04852 1.236 2.04182 1.41477 1.08442 1.46622 0.687455 0.98736 0.624663 0.37359
threshold=0.08573500000000002 -0.00189 -0.073319999999999982 -0.071129999999999985 0.50291500000000011 -0.064559999999999992 -0.082654999999999992 0.086950000000000013 0.085405000000000023 -0.089024999999999979 0.086765000000000023 0.0019650000000000002 0.084565000000000015 1.0000000180025095e-35 -0.075724999999999987 0.082425000000000012 0.092485000000000026 0.078960000000000016 -0.40430999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 5 -5 -7 8 -8 10 11 12 18 14 15 16 -11 -17 -3
right_child=-2 3 -4 4 -6 6 7 -9 -10 13 -12 -13 -14 -15 -16 17 -18 -19 -20
leaf_value=0.0020905853647579936 0.0038083973341367363 0.0013425049915437139 -0.00075329755445074497 -0.0004592912398311298 -0.0024955506342872833 -0.00023315102696943666 0.0019626659976575917 0.0042647247902651269 0.00028255503511749006 0.0022292913228395277 0.0032482237371732098 -0.0014403248505371468 -0.00036449216015343327 0.00095932133881975671 0.0044460379350262169 0.0023075113446791814 0.0035378960565369331 0.0003824954352073741 0.0027506894524331992
leaf_weight=53 53 56 91 71 55 59 1014 62 165 507 59 52 52 98 69 70 143 61 106
leaf_count=53 53 56 91 71 55 59 1014 62 165 507 59 52 52 98 69 70 143 61 106
internal_value=0 0.00170491 0.00029238 0.00178022 0.00148486 0.00164465 0.00175967 0.00185453 0.00172766 0.00211096 0.00142938 0.00102539 0.00162523 0.00234447 0.002504 0.00233223 0.00251741 0.00141226 0.00226482
internal_weight=0 2843 144 2699 1426 1371 1300 1241 1179 1273 325 266 214 948 850 781 650 131 162
internal_count=2896 2843 144 2699 1426 1371 1300 1241 1179 1273 325 266 214 948 850 781 650 131 162
is_linear=0
shrinkage=0.0138815


Tree=2094
num_leaves=13
num_cat=0
split_feature=403 124 12 2 12 2 0 15 15 12 15 376
split_gain=1.33262 1.25249 2.74693 1.29201 1.93757 1.28223 1.21774 1.43034 4.1424 3.50656 1.17133 0.812292
threshold=-0.5407249999999999 -0.077084999999999987 -0.089399999999999993 -0.085784999999999986 -0.10063999999999999 0.13631000000000001 0.12469500000000001 0.021950000000000001 -0.0044499999999999991 0.079335000000000017 -0.025879999999999997 0.083825000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 -3 -5 6 7 8 -6 -9 -7 -2
right_child=1 3 -4 4 5 10 -8 9 -10 -11 -12 -13
leaf_value=0.0025375543688379871 0.00053941461688424767 0.0024739079828935912 -0.0010994937965311227 0.0030198922144161855 0.0010940319165642298 0.00079694682801648717 0.0026932776927201282 0.0040743638456655846 -0.000789626542022567 0.0012520227596601191 -0.0012087358915460152 0.0023841001110782435
leaf_weight=80 60 88 94 63 1108 102 59 56 160 918 53 55
leaf_count=80 60 88 94 63 1108 102 59 56 160 918 53 55
internal_value=0 0.00110376 0.000287742 0.00116913 0.0011235 0.00107481 0.00113972 0.00109879 0.000856254 0.00141441 0.000110379 0.00142267
internal_weight=0 2816 209 2607 2519 2456 2301 2242 1268 974 155 115
internal_count=2896 2816 209 2607 2519 2456 2301 2242 1268 974 155 115
is_linear=0
shrinkage=0.0109455


Tree=2095
num_leaves=19
num_cat=0
split_feature=1 3 16 4 1 52 3 12 11 3 1 12 3 3 12 4 52 15
split_gain=147.454 33.1328 13.8209 13.1441 11.6435 8.109 6.69561 5.35915 5.94825 5.34258 4.84598 4.53738 3.79368 4.8109 3.27064 3.2361 2.73911 2.11264
threshold=0.10398500000000001 -0.049204999999999992 -0.092354999999999979 0.24099500000000004 0.15099500000000002 0.060690000000000008 0.10402500000000002 0.11819000000000002 1.0000000180025095e-35 -0.12077499999999998 0.093170000000000017 0.085845000000000019 0.090170000000000014 0.28833000000000003 0.092085000000000014 -0.040394999999999993 -1.0000000180025095e-35 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 5 12 7 8 9 -1 14 -12 16 -14 -11 -4 -3 -10
right_child=1 4 15 -5 -6 -7 -8 -9 17 10 11 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0028043867002622452 0.001898234266684797 0.0014517549899030835 0.0038323017476472598 0.0024556061308140956 0.00030173093781319039 0.0024814141969396364 0.002618638911865956 0.0028087594928983555 0.0038900830196948008 0.0037523362119694231 0.0025447126482741125 0.00351281852232949 0.0022288478799175173 0.0011294033775217361 0.0034631755545857252 0.003003517495022829 0.0006354487282576284 0.004652690692430214
leaf_weight=68 85 92 64 89 56 86 58 67 64 1212 62 114 87 53 445 101 54 58
leaf_count=68 85 92 64 89 56 86 58 67 64 1212 62 114 87 53 445 101 54 58
internal_value=0 0.00200909 0.00284014 0.00353848 0.00152359 0.00170744 0.00358334 0.0036101 0.00363662 0.00359705 0.00362644 0.00317196 0.0014746 0.00181285 0.0036747 0.00332517 0.00115004 0.00425289
internal_weight=0 678 250 2237 428 372 2148 2090 2023 1901 1833 176 286 140 1657 165 146 122
internal_count=2915 678 250 2237 428 372 2148 2090 2023 1901 1833 176 286 140 1657 165 146 122
is_linear=0
shrinkage=0.00287267


Tree=2096
num_leaves=25
num_cat=0
split_feature=1 12 4 4 12 160 0 147 0 52 12 43 4 47 1 0 0 16 4 157 12 42 1 4
split_gain=128.685 39.5322 22.0079 11.1388 8.18293 7.77975 9.8553 6.45466 5.52741 3.71871 3.55809 3.16315 2.85985 2.7692 2.69641 3.95869 3.7407 3.62014 2.72863 2.6077 3.84454 1.62718 1.66096 1.24728
threshold=0.098395000000000024 0.085845000000000019 0.31392000000000003 -0.37626499999999991 0.11878500000000002 -1.0000000180025095e-35 -0.018054999999999998 0.087265000000000023 -0.076384999999999995 -0.081164999999999987 0.096150000000000013 -1.0000000180025095e-35 -0.045759999999999988 0.080075000000000021 0.092845000000000025 -0.14680499999999999 -0.10934999999999999 -0.091794999999999988 0.049545000000000006 -0.0048549999999999991 0.08401500000000002 -0.079234999999999986 0.081540000000000015 0.42642000000000008
decision_type=2 2 2 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 10 -2 7 11 9 8 14 -7 -3 -5 -12 23 15 17 -17 -1 -18 -10 -21 -22 -23 -11
right_child=1 2 -4 5 -6 6 -8 -9 19 13 12 -13 -14 -15 -16 16 18 -19 -20 20 21 22 -24 -25
leaf_value=0.0024912581465722319 0.0017730617046533557 0.0026058137651136077 0.00063532950324092464 0.00066064545617887881 0.0014007892560045272 0.0010408065213328458 -0.00057055375703395279 0.0015262524193858456 0.002477717237705142 3.1663823716613105e-05 0.0024305657569879714 0.0014583208918866291 0.0017076262617093641 0.00085366323057784127 0.0019950253790687821 0.0019097067587130821 0.0024651380682930925 0.0033339241395597616 0.0020173033023918692 0.0014703884513804534 0.0024591410351860674 0.0019227421884177671 0.0023783043276510325 0.00051198700130250703
leaf_weight=72 53 85 70 53 61 75 54 61 94 87 52 69 91 57 89 89 1115 54 89 64 71 193 65 52
leaf_count=72 53 85 70 53 61 75 54 61 94 87 52 69 91 57 89 89 1115 54 89 64 71 193 65 52
internal_value=0 0.00113143 0.00183835 0.000710058 0.00228684 0.000583961 0.000385661 0.00231312 0.00233716 0.000576295 0.00220759 0.001112 0.0019707 0.000398414 0.00241063 0.00243667 0.00239612 0.00285261 0.00243206 0.00210964 0.00202153 0.00212866 0.00203762 0.000211541
internal_weight=0 798 298 500 2117 447 325 2056 1995 271 228 122 143 196 1508 1419 1293 126 1204 487 393 329 258 139
internal_count=2915 798 298 500 2117 447 325 2056 1995 271 228 122 143 196 1508 1419 1293 126 1204 487 393 329 258 139
is_linear=0
shrinkage=0.0024518


Tree=2097
num_leaves=21
num_cat=0
split_feature=2 482 1 48 43 147 13 48 3 3 3 14 475 48 13 48 52 12 12 52
split_gain=3.57094 2.48825 2.11953 3.05282 4.92863 1.97453 1.76396 1.763 1.63499 1.40871 1.54468 1.6041 1.68165 1.14655 1.00862 1.00237 0.588631 0.58602 0.676975 0.299265
threshold=0.099845000000000003 0.09086000000000001 0.096035000000000023 0.084565000000000015 -1.0000000180025095e-35 0.087265000000000023 -0.041479999999999996 0.11427000000000001 -0.15963499999999997 0.10402500000000002 0.0066850000000000008 0.056865000000000006 -0.087994999999999976 0.087645000000000015 0.0083850000000000018 0.082705000000000015 -0.41694999999999993 0.097145000000000023 0.10793500000000002 -0.059794999999999994
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 14 4 -4 8 -6 -5 -1 10 11 12 -10 -14 17 -12 -8 19 -19 -2
right_child=1 -3 3 7 6 -7 16 -9 9 -11 15 -13 13 -15 -16 -17 -18 18 -20 -21
leaf_value=0.0038209355706892612 0.0013270020456767632 0.0032334949390454759 -0.004066504555609949 0.0023449960795959256 -0.0019355996972211869 -0.00057104070368434504 0.001611720616841043 -0.0002135564119046457 -0.00063491065731571838 -0.00045188405747017131 0.0040667269405871382 -0.00071495430507167567 0.001740251539094378 0.00064370455526777603 -7.7625637593269864e-05 0.0016719484974013761 -5.3319838629045774e-05 -0.00028803093700306817 0.0016302998520398466 0.0025254135057292851
leaf_weight=52 59 52 69 88 60 73 63 89 56 58 65 53 1471 176 93 52 78 52 72 84
leaf_count=52 59 52 69 88 60 73 63 89 56 58 65 53 1471 176 93 52 78 52 72 84
internal_value=0 0.000514116 0.00033872 -0.000250848 -0.00110919 0.00149894 -9.33161e-05 0.00105772 0.00157521 0.00151467 0.00157564 0.00148042 0.00154882 0.00162316 0.00107115 0.00300355 0.000689663 0.00147179 0.000824734 0.00203192
internal_weight=0 859 807 447 270 2056 201 177 1983 1931 1873 1756 1703 1647 360 117 141 267 124 143
internal_count=2915 859 807 447 270 2056 201 177 1983 1931 1873 1756 1703 1647 360 117 141 267 124 143
is_linear=0
shrinkage=0.0128244


Tree=2098
num_leaves=12
num_cat=0
split_feature=1 447 12 123 14 12 43 52 1210 12 12
split_gain=1.86301 1.94893 1.79965 1.66326 1.47726 1.6714 1.89309 2.07494 1.35137 1.14873 1.10266
threshold=0.15390500000000004 0.088810000000000014 -0.10063999999999999 0.10173500000000001 -0.24168999999999999 0.083885000000000015 -0.10761 -0.085009999999999988 -0.080804999999999974 0.088395000000000015 0.10344500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -8 9 -7 -10
right_child=-2 -3 3 -5 5 8 7 -9 10 -11 -12
leaf_value=0.002613100085861045 -0.0011493857383596841 -0.00076879363811059858 0.002558396960239278 -0.0010466994354291158 0.0025057170986959509 0.0010845536748928055 0.0013088000854912035 -0.00021897342136940063 0.0013164767445064435 -0.00132312850957273 0.00053620729778039672
leaf_weight=91 58 86 79 55 54 52 170 407 1516 55 292
leaf_count=91 58 86 79 55 54 52 170 407 1516 55 292
internal_value=0 0.000952442 0.00100591 0.000951288 0.000993198 0.000944582 0.000425804 0.000230936 0.00111546 -0.000151881 0.00119053
internal_weight=0 2857 2771 2680 2625 2546 631 577 1915 107 1808
internal_count=2915 2857 2771 2680 2625 2546 631 577 1915 107 1808
is_linear=0
shrinkage=0.0116154


Tree=2099
num_leaves=21
num_cat=0
split_feature=2 3 156 160 474 48 150 15 1 3 47 12 11 15 1 48 3 484 16 47
split_gain=2.19813 1.41885 4.01216 1.97562 1.39569 1.94878 1.30075 1.98168 2.06269 1.27582 1.22304 2.32731 1.84446 1.416 1.00182 1.49989 0.911667 1.0452 0.6677 0.564705
threshold=0.099845000000000003 -0.10519499999999998 1.0000000180025095e-35 -0.24155499999999996 -0.029314999999999997 -0.078159999999999993 0.11398500000000002 -0.2987999999999999 0.12963000000000002 0.10402500000000002 0.078345000000000012 0.084595000000000017 0.080070000000000016 -0.070454999999999976 0.09258000000000001 0.084565000000000015 -0.13392999999999997 0.11749000000000001 -0.097179999999999975 0.098760000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 -6 7 -5 14 10 12 -12 16 19 18 -16 -7 -18 -9 -13
right_child=1 3 -4 6 5 9 -8 8 -10 -11 11 13 -14 -15 15 -17 17 -19 -20 -21
leaf_value=0.0033512464563868372 -0.0026089494952257685 0.0029079943002558489 0.0022296610146542058 -0.0014071958877533062 -0.0011045816291252292 0.0030566791190243013 -0.0018146046444297056 -0.00019873671576830728 0.003422082290162865 -0.00094301294186263684 0.0043111701082941259 0.0029473396562284867 -0.0014380315834689665 -0.00069596093797623263 -0.0023507480399987471 0.00070487109432202017 0.0012343572966731938 -0.00084834880158834937 0.0014487009185285512 0.0010954204913093874
leaf_weight=61 102 70 55 91 78 55 53 67 60 55 77 75 56 52 53 91 1431 52 217 64
leaf_count=61 102 70 55 91 78 55 53 67 60 55 77 75 56 52 53 91 1431 52 217 64
internal_value=0 0.000327854 -0.000912913 0.000605567 0.00119804 0.00113212 0.000350307 0.000548743 0.000913794 0.00122321 0.00128728 0.0021906 0.00113531 0.00133491 0.000561804 -0.000418696 0.00122911 0.00116123 0.0010595 0.00209577
internal_weight=0 859 157 702 2056 1995 632 579 488 1917 1862 268 1594 191 428 144 1538 1483 284 139
internal_count=2915 859 157 702 2056 1995 632 579 488 1917 1862 268 1594 191 428 144 1538 1483 284 139
is_linear=0
shrinkage=0.0144423


Tree=2100
num_leaves=27
num_cat=0
split_feature=1 52 12 150 148 15 0 15 12 43 1 12 1 52 12 481 13 43 0 1 12 49 1213 0 1456 0
split_gain=67.4836 8.16973 6.36121 6.67408 6.05955 10.2337 4.27534 4.26361 3.39233 2.7954 2.61374 4.62954 3.39958 4.71092 2.02091 2.0936 1.74405 1.46096 1.36272 4.93956 1.39248 1.48699 1.27864 1.21211 1.12159 0.931201
threshold=0.10921500000000002 -0.24334999999999998 0.056995000000000011 0.090145000000000017 -1.0000000180025095e-35 -0.077474999999999988 -0.07106999999999998 -0.41725999999999991 0.11878500000000002 -0.077559999999999976 0.095085000000000017 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.082595000000000016 -0.048929999999999994 -0.36115499999999995 -0.069434999999999983 -0.098429999999999976 0.081005000000000008 0.087065000000000017 0.09721500000000001 -0.077324999999999991 -0.11327499999999999 0.087065000000000017 -0.084444999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 10 -3 6 9 -8 14 -6 12 -12 -1 -14 -4 24 -11 -7 19 23 22 -22 -20 -17 25 -16
right_child=1 4 8 -5 5 17 7 -9 -10 16 11 -13 13 -15 15 18 -18 -19 20 -21 21 -23 -24 -25 -26 -27
leaf_value=0.0016167619698246002 0.0019594425165112648 4.1130019763300623e-05 0.0025932224072426437 0.00084791547964546514 0.00046853358804648676 0.0012821714687210155 0.00074976375147094349 -0.00021027596484043661 0.0015249230504661973 0.00090106640024115604 0.0010728610726520216 0.0021172141993953415 0.0018872558833375487 0.0028951144257989285 0.002262632868593998 0.0024207212345636478 0.0015156370913460603 0.0018483233924536774 0.001894682271216465 0.0011382415707577188 0.0020597079307843051 0.0017471709171568365 0.0022850407862264957 0.0018798351483503368 0.0019974923755374254 0.0026804767712556156
leaf_weight=94 55 54 56 55 52 57 82 54 77 68 69 53 86 53 88 53 63 75 74 52 972 122 315 67 54 68
leaf_count=94 55 54 56 55 52 57 82 54 77 68 69 53 86 53 88 53 63 75 74 52 972 122 315 67 54 68
internal_value=0 0.000987706 0.00201063 0.00170912 0.000881818 0.000982414 0.00072509 0.000368363 0.00207248 0.000990044 0.00184246 0.00152679 0.00200763 0.00227175 0.00209442 0.00207942 0.00119684 0.00160406 0.00204761 0.00182263 0.00207368 0.00202488 0.00221086 0.00211896 0.00233003 0.00244495
internal_weight=0 560 2408 410 505 451 319 136 1998 183 355 122 233 139 1921 1865 131 132 1655 172 1483 1094 389 120 210 156
internal_count=2968 560 2408 410 505 451 319 136 1998 183 355 122 233 139 1921 1865 131 132 1655 172 1483 1094 389 120 210 156
is_linear=0
shrinkage=0.00265391


Tree=2101
num_leaves=27
num_cat=0
split_feature=1 2 4 4 15 1 4 47 39 0 14 4 15 4 43 47 0 0 16 2 48 160 484 16 1212 13
split_gain=144.186 23.9573 18.1809 17.7282 7.12529 9.02602 9.68937 7.80975 6.48755 5.32724 4.35762 4.26485 4.06238 4.52514 3.95474 5.69257 5.30365 4.90527 3.85569 3.19943 2.899 2.49597 2.20169 1.23904 1.0021 0.843117
threshold=0.10921500000000002 0.14808000000000002 0.31392000000000003 0.27420500000000009 0.039965000000000007 0.092845000000000025 -0.17006499999999999 0.080075000000000021 0.087735000000000021 -0.14164999999999997 -0.46226499999999993 -0.032169999999999997 0.13248000000000001 -0.096364999999999992 -0.080859999999999974 0.077065000000000008 -0.10934999999999999 -0.071879999999999986 -0.50318999999999992 1.0000000180025095e-35 0.085875000000000021 0.061085000000000007 0.083895000000000011 0.035560000000000008 0.041590000000000009 -0.083274999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 5 14 -7 20 11 -6 -5 -2 13 -11 17 16 -16 21 -12 -13 -8 25 -18 24 -15 -1
right_child=1 -3 -4 10 9 6 7 -9 -10 12 18 19 -14 23 15 -17 22 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0037256333282900808 0.0034921269607788587 0.00063450094391117803 0.0017930142450300127 0.0021838439710994105 0.0043589785977491908 0.0037589307831186894 0.0015543441377227625 0.0031789381452055647 0.0018031735371742675 0.0043683378486211793 0.0017271628825271976 0.0029551029456672206 0.0028219119612916733 0.0036348400981478074 0.0025387638909078795 0.0038757996852158555 0.0031739860040777505 0.0029990449453349242 0.00086062434573043315 0.0020660809466406986 0.0024701896922683982 0.0041369899936572812 0.0037348695803104777 0.0031516624954505208 0.0034231678602753258 0.0034276964950405286
leaf_weight=180 58 103 53 57 66 61 54 73 57 54 78 75 56 575 95 92 318 89 79 53 52 86 65 59 252 128
leaf_count=180 58 103 53 57 66 61 54 73 57 54 78 75 56 575 95 92 318 89 79 53 52 86 65 59 252 128
internal_value=0 0.00183787 0.00339345 0.00210902 0.00342946 0.00329155 0.00280763 0.00248327 0.00261954 0.00359734 0.00152919 0.00286956 0.00354684 0.00359 0.00340182 0.00324551 0.00312413 0.00358622 0.00129132 0.00258722 0.00200391 0.00371878 0.00326925 0.00354253 0.00357038 0.00360191
internal_weight=0 560 2408 457 2355 1293 240 179 243 1062 214 186 996 940 1053 570 478 483 157 128 106 394 383 886 827 308
internal_count=2968 560 2408 457 2355 1293 240 179 243 1062 214 186 996 940 1053 570 478 483 157 128 106 394 383 886 827 308
is_linear=0
shrinkage=0.00276112


Tree=2102
num_leaves=23
num_cat=0
split_feature=1 3 2 2 2 2 123 12 3 150 1 3 16 13 12 3 3 16 131 3 157 16
split_gain=130.516 25.5085 14.1068 11.878 10.7071 9.74253 9.70663 6.26361 5.67274 3.08448 12.349 7.05618 3.78767 3.65865 3.00962 2.83466 1.95873 3.60201 1.37818 0.848509 0.805667 0.589757
threshold=0.10398500000000001 -0.064349999999999991 0.16730000000000003 -1.0000000180025095e-35 0.11504500000000002 0.10859000000000001 1.0000000180025095e-35 0.11878500000000002 0.10402500000000002 0.083435000000000023 0.085780000000000009 -0.13392999999999997 0.30714500000000006 0.06301000000000001 0.10266500000000002 -0.022704999999999996 0.12955000000000003 -0.071704999999999991 0.090175000000000019 -0.076969999999999997 -0.083614999999999981 -0.15105999999999997
decision_type=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 21 14 -5 7 8 9 11 20 13 15 -1 18 -13 17 -7 -2 -14 -11 -3
right_child=1 2 -4 5 -6 16 -8 -9 -10 10 -12 12 19 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.004202153922149795 0.0034289876425814495 0.00090948572500497015 6.7225640645693905e-05 0.00260971797464782 0.0015324697577084369 0.0016779203342155938 0.0021586868112434604 0.0023034316654472749 0.0022505180844507961 0.0035854497337003068 0.001816350604098513 0.0031354868019252118 0.0028638007297084999 0.0033439263947127205 0.0022977425449280287 0.0035656193772801189 0.0017635509203994247 0.0006947934012142725 0.0027938387320907347 0.0023939621109850266 0.0031226348778593763 0.00049173019159835666
leaf_weight=73 53 52 60 80 68 63 87 73 55 53 63 1481 71 80 52 128 100 52 53 52 67 52
leaf_count=73 53 52 60 80 68 63 87 73 55 53 63 1481 71 80 52 128 100 52 53 52 67 52
internal_value=0 0.00169002 0.001316 0.00150371 0.00244951 0.00178664 0.00306434 0.0031002 0.00312758 0.0031509 0.00280729 0.00318424 0.00313393 0.0037536 0.002844 0.00316972 0.00148024 0.00123363 0.00311169 0.00266541 0.00332729 0.000700891
internal_weight=0 685 459 399 226 295 2283 2196 2123 2068 183 1885 1732 153 158 1609 215 115 106 123 120 104
internal_count=2968 685 459 399 226 295 2283 2196 2123 2068 183 1885 1732 153 158 1609 215 115 106 123 120 104
is_linear=0
shrinkage=0.00276112


Tree=2103
num_leaves=25
num_cat=0
split_feature=1 3 12 4 49 1 12 150 12 4 3 4 14 1 0 1 159 16 1 12 0 0 133 133
split_gain=156.336 22.2363 15.8032 10.486 11.9638 10.1737 7.47974 6.53023 7.55704 6.09574 5.24194 7.98209 4.90019 3.39529 3.33433 2.2418 2.00897 1.88046 1.63341 2.97387 2.45005 1.56926 0.985489 0.753718
threshold=0.10921500000000002 0.3148450000000001 0.056995000000000011 0.27420500000000009 -0.064334999999999989 0.087225000000000011 0.085075000000000026 1.0000000180025095e-35 -1.0000000180025095e-35 0.049545000000000006 -0.13392999999999997 -0.10701499999999999 -0.41608999999999996 0.082535000000000011 -0.105195 1.0000000180025095e-35 0.0043550000000000004 -0.38959499999999997 0.08776500000000001 0.088825000000000015 -0.084154999999999994 0.121355 0.024980000000000006 0.093405000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 -2 15 -6 8 -7 10 21 -12 -5 17 -14 -1 18 -11 20 -20 -13 -4 -18 -19
right_child=1 -3 9 12 6 7 -8 -9 -10 13 11 16 14 -15 -16 -17 22 23 19 -21 -22 -23 -24 -25
leaf_value=0.0026559880241135525 0.0011183570990892261 0.00018579757233861698 0.0037190713926232039 0.0017801240934853871 0.0017892603592481505 0.0017469534831653145 0.0028430407929047824 0.0015686174084647724 0.0029727983887432238 0.0031314813581660925 0.0020506426593886696 0.0032010934968866021 0.0014417107072765062 0.0020379494279458297 0.00062309890634078713 0.003248302221583513 0.0031330752741043624 0.0027773572394824892 0.0022998557462861891 0.0029810131836118248 0.0029546008145151471 0.003158585398301386 0.0035484207647994543 0.0023562926283362908
leaf_weight=95 79 87 102 65 89 59 94 94 81 70 55 537 53 52 93 81 80 67 54 230 567 52 79 53
leaf_count=95 79 87 102 65 89 59 94 94 81 70 55 537 53 52 93 81 80 67 54 230 567 52 79 53
internal_value=0 0.00139507 0.00292142 0.00161743 0.00196525 0.00245575 0.0023307 0.00209988 0.00245639 0.00301697 0.00307041 0.00302621 0.00118541 0.00262904 0.000920457 0.00292875 0.00306088 0.00279066 0.00302893 0.0028516 0.00307452 0.00353 0.00333962 0.00259162
internal_weight=0 560 2408 473 262 410 183 234 140 1998 1756 1602 211 242 146 176 1547 190 1388 284 1104 154 159 120
internal_count=2968 560 2408 473 262 410 183 234 140 1998 1756 1602 211 242 146 176 1547 190 1388 284 1104 154 159 120
is_linear=0
shrinkage=0.00260187


Tree=2104
num_leaves=22
num_cat=0
split_feature=4 39 13 11 0 14 0 15 10 4 4 11 0 4 0 13 4 52 52 15 4
split_gain=79.4232 20.5549 11.7114 7.24954 10.8045 6.75471 7.66542 7.43693 6.34735 5.20773 4.98363 4.9782 4.31091 2.83593 8.71385 2.26099 2.25236 1.38578 0.427622 0.305623 0.0776083
threshold=0.31392000000000003 0.085285000000000014 -0.16392499999999996 1.0000000180025095e-35 -0.10726999999999999 -0.45687499999999998 -0.105195 -0.41725999999999991 -1.0000000180025095e-35 0.057200000000000008 0.020110000000000006 0.086175000000000015 -0.22984499999999997 -0.44205499999999992 -0.0058249999999999994 -0.066209999999999991 0.41823000000000005 -0.085009999999999988 -0.013125 -0.074729999999999977 0.25759000000000004
decision_type=2 2 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 -2 16 -8 -3 12 13 -5 -4 -6 -15 18 -7 -10 -12 -17 -11
right_child=5 8 3 11 10 6 7 -9 17 20 15 -13 -14 14 -16 19 -18 -19 -20 -21 -22
leaf_value=0.0014744833335860611 0.0016414864624884704 0.00074786020276771065 0.0020222487210420203 0.0034660857243266124 0.0029597226602046155 0.00080510975393350106 0.00081497996146049343 -0.00043765435678903229 0.0021188902240416134 0.0021792807521881763 0.0021463738762086734 0.0025154100905910568 0.001053452542911509 0.0024809727282064519 0.0013975979751582651 0.0019501024970740111 0.0015198965088515585 0.0015743360380528386 0.0024758470517720439 0.0016745817984826689 0.0023367466029820109
leaf_weight=97 72 57 55 69 77 53 79 54 52 53 52 82 72 1613 52 53 69 83 60 62 52
leaf_count=97 72 57 55 69 77 53 79 54 52 53 52 82 72 1613 52 53 69 83 60 62 52
internal_value=0 0.00229693 0.00236122 0.00239777 0.00235988 0.00093742 0.000738516 0.000306183 0.00147675 0.00182831 0.00242249 0.00295001 0.00147323 0.00246983 0.00244715 0.00205914 0.0012096 0.0017843 0.00232313 0.0018018 0.00225753
internal_weight=0 2641 2449 2352 2201 327 255 133 192 232 1969 151 127 1742 1665 227 122 135 112 115 105
internal_count=2968 2641 2449 2352 2201 327 255 133 192 232 1969 151 127 1742 1665 227 122 135 112 115 105
is_linear=0
shrinkage=0.00260187


Tree=2105
num_leaves=11
num_cat=0
split_feature=39 10 9 9 15 39 0 3 133 15
split_gain=3.12874 3.52383 1.92074 1.70272 1.69087 1.60002 1.28521 2.79009 1.26771 0.873419
threshold=0.10096000000000001 -0.11133 -1.0000000180025095e-35 1.0000000180025095e-35 -0.43587999999999999 0.088375000000000023 -0.10934999999999999 -0.12711499999999995 0.11524500000000001 -0.088484999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -6 -8 -2
right_child=9 2 3 -5 5 -7 8 -9 -10 -11
leaf_value=-0.0011347369473848137 0.00066592978876165983 -0.00024661986520859255 6.5461217713622049e-05 0.0034530700050604407 0.0030322851633319543 0.0038218797654937554 0.002000979687792042 0.00066389818743854711 0.0012206277778805481 -0.0011979395970080047
leaf_weight=58 86 63 78 82 85 52 1768 320 335 56
leaf_count=58 86 63 78 82 85 52 1768 320 335 56
internal_value=0 0.00169763 0.00175671 0.00180315 0.00175182 0.00180315 0.00176125 0.00116127 0.00187673 -6.82441e-05
internal_weight=0 2841 2783 2720 2638 2560 2508 405 2103 142
internal_count=2983 2841 2783 2720 2638 2560 2508 405 2103 142
is_linear=0
shrinkage=0.0116154


Tree=2106
num_leaves=21
num_cat=0
split_feature=4 10 39 0 11 0 0 0 4 14 0 155 42 15 4 457 15 42 484 4
split_gain=100.593 21.4197 12.9413 11.9908 10.0761 19.4644 8.72066 5.60908 6.58783 4.31179 6.16931 4.19406 3.81194 2.74001 1.86115 1.77923 1.35112 1.03308 0.814523 0.781117
threshold=0.27258000000000004 -1.0000000180025095e-35 0.099350000000000008 -0.065939999999999985 1.0000000180025095e-35 -0.13409999999999997 -0.14534499999999997 -0.062109999999999992 -0.50139499999999992 -0.45687499999999998 -0.105195 0.090655000000000013 0.088875000000000023 -0.41725999999999991 0.053330000000000009 0.048350000000000011 -0.090909999999999977 0.079335000000000003 -0.0081849999999999978 0.41823000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 15 14 -9 -2 19 17 -10 -12 16 -3 -7 -6 -16 -11
right_child=9 2 -4 -5 11 7 -8 8 12 10 13 -13 -14 -15 18 -17 -18 -19 -20 -21
leaf_value=0.0023768204044807501 0.0017474548076955032 0.0024478738000588808 0.0015483876400872556 0.0006674175528592792 0.0033105885053955481 0.0030123201813378286 0.0010253126290389054 0.0030507821079513425 0.0018692849124348533 0.0011827207576681699 0.00089979871171918212 0.0027174380035565821 0.0025192292947806235 0.00015232928828588153 0.0028034009889491051 0.0018723726751289523 0.0027803667250707815 0.0038019896699075816 0.0024522928059571244 0.0015652391993432576
leaf_weight=52 62 88 66 55 54 189 55 78 118 70 83 56 118 52 62 59 1381 61 153 71
leaf_count=52 62 88 66 55 54 189 55 78 118 70 83 56 118 52 62 59 1381 61 153 71
internal_value=0 0.00261697 0.00266412 0.00149841 0.00269389 0.00264944 0.00189272 0.00272225 0.0024072 0.00113899 0.0010022 0.00329195 0.00219437 0.000612086 0.00277765 0.00221708 0.00280831 0.00357148 0.00255367 0.00137553
internal_weight=0 2645 2538 107 2472 2301 202 2099 314 338 276 171 236 135 1785 147 1570 115 215 141
internal_count=2983 2645 2538 107 2472 2301 202 2099 314 338 276 171 236 135 1785 147 1570 115 215 141
is_linear=0
shrinkage=0.00255085


Tree=2107
num_leaves=26
num_cat=0
split_feature=4 13 133 133 11 1 13 4 1 2 148 133 4 13 4 131 131 4 1 1 1447 2 133 48 13
split_gain=2.65931 2.28225 1.98274 1.58378 1.49646 1.76201 3.49351 2.77176 2.26843 2.16471 1.2523 1.34793 1.38569 1.44884 1.07627 0.852428 0.813793 0.766507 1.01583 1.69323 0.726903 0.957523 0.559017 0.470396 0.456475
threshold=0.028075000000000006 0.16218500000000005 0.118995 -0.23178999999999997 1.0000000180025095e-35 0.09518500000000002 -0.090854999999999977 -0.033649999999999992 0.10135500000000001 0.095850000000000005 -1.0000000180025095e-35 -0.07712999999999999 0.50996500000000011 -0.10939499999999998 -0.49010499999999996 0.021890000000000003 0.099260000000000015 -1.0000000180025095e-35 0.087055000000000007 0.08901000000000002 -0.086059999999999984 0.084525000000000003 0.006510000000000001 0.084095000000000017 -0.0072149999999999992
decision_type=2 2 2 2 2 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 15 -7 8 -8 -9 -5 -12 13 -13 -6 17 -17 18 20 -20 -1 -22 -21 -19 -18
right_child=1 -3 -4 10 14 6 7 9 -10 -11 11 12 -14 -15 -16 16 24 23 19 22 21 -23 -24 -25 -26
leaf_value=0.0031984626564242565 0.0032914115060053311 -0.0015634303789443197 -0.00089161715701163323 -0.000609798369505416 0.0017255980338996353 -0.0017758483103690402 0.00090212833214094331 0.0015735860579447589 0.0039228464164940387 -0.0018563978862123492 -0.00033991953483438744 -0.00052853807297791446 0.0030666654778920932 0.0016172376587181318 0.0038558228254233838 0.0034730246255422828 0.0026197505792543733 0.003396338679231275 -0.0010504793822312178 0.00090843017263201676 0.00091184282050241997 0.0019362738860602578 0.0025051922130977116 0.0020033465828634832 0.0011172693511056421
leaf_weight=60 62 52 67 56 62 62 70 66 90 52 64 59 84 314 96 101 74 71 53 83 172 911 60 85 57
leaf_count=60 62 52 67 56 62 62 70 66 90 52 64 59 84 314 96 101 74 71 53 83 172 911 60 85 57
internal_value=0 0.000977511 0.00116485 0.00138069 0.00184023 0.00174993 0.000921843 0.00152397 0.00260212 6.09302e-05 0.00117514 0.00136725 0.00160663 0.00127747 0.00302076 0.00191288 0.00262323 0.00180256 0.0017051 0.00086753 0.00184861 0.0017737 0.00157934 0.0026382 0.00196702
internal_weight=0 758 706 639 2225 2067 340 278 160 118 577 521 457 373 158 1727 232 1495 1339 196 1143 1083 143 156 131
internal_count=2983 758 706 639 2225 2067 340 278 160 118 577 521 457 373 158 1727 232 1495 1339 196 1143 1083 143 156 131
is_linear=0
shrinkage=0.0125729


Tree=2108
num_leaves=30
num_cat=0
split_feature=1 1 12 1 12 10 12 13 11 16 1 12 12 15 16 12 160 157 42 133 159 15 132 42 42 160 42 15 1
split_gain=158.833 27.8895 19.5248 16.3871 15.644 9.95718 10.6552 8.80688 6.37656 5.81227 3.30775 5.71613 3.08324 2.70994 2.56778 2.55634 2.45509 2.68604 1.49523 1.44738 2.38947 1.15701 0.996618 0.982855 1.69244 0.942683 0.928454 0.617964 0.913097
threshold=0.10921500000000002 0.13074500000000003 0.089135000000000006 0.095085000000000017 0.086085000000000009 -0.020369999999999996 -0.042789999999999988 -0.0050199999999999993 1.0000000180025095e-35 0.0077850000000000011 0.087225000000000011 0.085380000000000011 0.090995000000000006 1.0000000180025095e-35 0.26900000000000007 0.098785000000000012 -0.079594999999999985 -0.031119999999999998 0.090535000000000018 0.087950000000000014 -0.023859999999999996 -0.098139999999999991 -0.040939999999999997 -0.076394999999999977 0.086855000000000016 -0.019279999999999995 -0.089024999999999979 0.092705000000000023 0.090485000000000024
decision_type=2 2 2 2 2 2 2 2 2 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 8 7 -3 -7 -5 9 10 12 -12 19 -10 18 -4 -11 -18 -6 20 -1 -2 -14 -19 -25 -21 -24 28 -13
right_child=1 5 15 4 14 6 -8 -9 13 16 11 27 22 -15 -16 -17 17 23 -20 25 -22 -23 26 24 -26 -27 -28 -29 -30
leaf_value=0.0038230620720950902 0.0018553012454805356 0.00017772896687913333 0.0033367497887331677 0.0014351358096433406 0.0026963946636077594 0.00074637812559827008 0.0019271100258530514 0.0025871317600642801 0.0034108143449737525 0.002570683007254103 0.0024705246072609243 0.003182863865616883 0.0034588921028624029 0.0041928539352682551 0.0036051710507912383 0.0026051340678647284 0.0034118777653162576 0.0032026748631441087 0.0032642036971266331 0.0030290935621870335 0.0033978328376236691 0.0014540313137462785 0.0033477667351977936 0.0025002498398652346 0.0029971590395654669 0.0033904513704656504 0.0030217419241452166 0.0030329754613898125 0.0035743728688006474
leaf_weight=92 98 58 58 68 61 91 93 97 52 86 79 105 52 56 56 58 86 52 53 93 640 79 68 66 114 86 263 66 57
leaf_count=92 98 58 58 68 61 91 93 97 52 86 79 105 52 56 56 58 86 52 53 93 640 79 68 66 114 86 263 66 57
internal_value=0 0.00168023 0.00218906 0.00315503 0.0026508 0.00106406 0.0013433 0.00211253 0.00323496 0.00320362 0.00327008 0.00304028 0.00332458 0.00381656 0.00317309 0.00297117 0.00294019 0.00304004 0.00296061 0.00340252 0.00345131 0.00167635 0.00313911 0.00290209 0.0028151 0.00320285 0.0030888 0.00323758 0.00332078
internal_weight=0 535 293 2448 335 242 184 165 2113 2005 1601 307 1294 108 170 116 404 318 114 911 732 177 383 232 180 179 331 228 162
internal_count=2983 535 293 2448 335 242 184 165 2113 2005 1601 307 1294 108 170 116 404 318 114 911 732 177 383 232 180 179 331 228 162
is_linear=0
shrinkage=0.0024518


Tree=2109
num_leaves=31
num_cat=0
split_feature=1 4 12 4 2 1 1 12 4 1 1 12 3 2 14 12 12 158 4 16 150 12 4 1429 3 12 4 12 42 4
split_gain=121.935 25.5893 17.7763 12.6048 11.3866 9.24315 5.81273 5.251 5.0758 4.62321 4.04592 4.98394 3.42112 3.2523 2.16214 2.09253 1.9583 1.87704 1.86665 2.6165 1.42211 1.2665 1.16426 2.5367 1.73972 1.02669 0.737481 0.659238 0.811618 0.402872
threshold=0.10075500000000003 0.27420500000000009 0.086085000000000009 -0.16236499999999995 0.092250000000000013 0.13042000000000001 0.12072500000000001 0.056995000000000011 0.018150000000000003 0.088470000000000007 0.089875000000000024 0.087035000000000015 -0.11372999999999998 0.11504500000000002 0.073890000000000011 0.09253500000000002 -0.053404999999999987 0.08796000000000001 0.053330000000000009 -0.067654999999999979 0.08826500000000001 -0.063029999999999989 -0.0078799999999999981 0.083960000000000021 -0.073309999999999986 0.096425000000000025 -0.055754999999999992 0.093910000000000007 0.090375000000000025 0.052250000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 13 25 9 16 -6 14 -12 -9 -3 17 29 -5 20 19 -17 22 -7 23 -1 -24 -4 -21 28 -13 -14
right_child=1 5 6 8 7 21 -8 12 -10 -11 11 27 15 -15 -16 18 -18 -19 -20 26 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.003637459860226571 0.0032937690407933069 0.0025885422955882033 0.0037084256371795279 0.0018185412917340416 0.0031467493660564745 0.001380038487584655 0.0024659028142851379 0.0039719909029967207 0.002452865739290187 0.0022047966047443793 0.0026050488565039433 0.0033880813198387504 0.0037113447281940477 0.0018019558944886234 0.0041426383260745152 0.0036194012253113121 0.0011375545607944465 0.0040084262311281642 0.0028349245613725873 0.0028863049043472548 0.0032772069625270519 0.00088039551977088884 0.0036735543906848398 0.0030707815972018282 0.004212168993446703 0.003267498181470764 0.0032214782171269911 0.0033239655833792701 0.0038339352460119245 0.0033886729704433638
leaf_weight=726 52 60 74 63 91 90 54 52 58 62 56 55 65 98 66 99 57 94 95 79 83 60 166 61 58 79 121 91 65 53
leaf_count=726 52 60 74 63 91 90 54 52 58 62 56 55 65 98 66 99 57 94 95 79 83 60 166 61 58 79 121 91 65 53
internal_value=0 0.00223877 0.0026518 0.00214363 0.00347846 0.00165265 0.00321629 0.00320239 0.00180748 0.00276523 0.00360857 0.00331086 0.00332093 0.00210084 0.00367194 0.00325475 0.00149531 0.00364577 0.00316127 0.00326486 0.00361458 0.00118037 0.00364225 0.00359357 0.00381314 0.00348094 0.00308923 0.00349805 0.00362982 0.00356666
internal_weight=0 745 437 230 2238 308 207 717 178 153 1521 267 564 158 1254 512 120 1188 394 299 1094 150 1011 787 224 153 200 211 120 118
internal_count=2983 745 437 230 2238 308 207 717 178 153 1521 267 564 158 1254 512 120 1188 394 299 1094 150 1011 787 224 153 200 211 120 118
is_linear=0
shrinkage=0.00265391


Tree=2110
num_leaves=32
num_cat=0
split_feature=1 2 52 52 2 2 2 1 1 12 13 13 12 12 2 13 475 12 2 13 2 2 12 12 48 1447 12 12 52 52 131
split_gain=131.821 37.76 22.2201 10.3762 6.83406 10.6453 6.60206 6.48028 5.59606 2.9626 2.70709 2.40687 2.37642 2.98992 2.12774 2.11453 2.03894 3.76883 2.00651 2.73394 1.99297 1.8993 1.56558 1.17338 1.15849 1.59233 1.07047 0.959565 0.901162 0.725972 0.599765
threshold=0.10123500000000001 0.14290000000000003 -0.41694999999999993 0.13072500000000004 0.10523 -1.0000000180025095e-35 0.098655000000000007 0.089245000000000005 0.12200500000000002 0.088435000000000014 -0.0042049999999999995 -0.080909999999999996 0.087625000000000022 0.11819000000000002 0.11771500000000001 -0.14847499999999997 -0.061639999999999993 0.083865000000000009 0.084745000000000015 -1.0000000180025095e-35 0.10796500000000002 0.12250500000000002 0.092855000000000007 0.086335000000000009 0.091395000000000018 -0.081434999999999994 0.093910000000000007 0.10742000000000002 0.086555000000000007 -1.0000000180025095e-35 0.087870000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 5 8 7 15 -4 -9 21 -3 20 22 -12 -1 17 -17 19 28 -8 -6 -14 -19 25 -20 30 29 -18 -24 -11
right_child=1 11 3 -5 10 -7 12 9 -10 26 14 -13 13 -15 -16 16 18 23 24 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0032636822104759192 0.0027529841229563699 -0.00033379415916886331 0.0017183687269972975 0.0022803089989300845 0.0010098924639151952 0.0022174413593165497 0.0023377397327609896 0.0020091045877224218 0.00066655829559220245 0.0028450237917125947 0.00091598060859707188 0.00040648326290252605 0.0029498242817415552 0.0019420611222332018 0.0016265368105163425 0.0019306635260827824 0.0027582106842805243 0.0029083366536673686 0.0031439816839128822 0.0034152019239817193 0.00167338523661476 0.0003616733916561517 0.0025885495161714609 0.002447064940785261 0.0024323873957124926 0.0027164768378706685 0.0023404151054859028 0.0027655078863630185 0.0030824534173847116 0.0022176109120214103 0.0024856848444662202
leaf_weight=52 95 53 56 78 61 98 63 98 73 70 54 57 56 57 52 52 215 85 60 64 52 53 56 60 81 705 102 52 74 86 53
leaf_count=52 95 53 56 78 61 98 63 98 73 70 54 57 56 57 52 52 215 85 60 64 52 53 56 60 81 705 102 52 74 86 53
internal_value=0 0.00140014 0.00163971 0.00143821 0.00129121 0.00159582 0.00262714 0.00269422 0.00112337 0.00237334 0.000976796 4.95614e-05 0.00234555 0.00246083 0.00126481 0.00276578 0.00274721 0.00251005 0.00278616 0.00294545 0.00203757 0.000708762 0.002579 0.00271765 0.00271966 0.00275004 0.00253186 0.00247182 0.00284133 0.00236408 0.0026904
internal_weight=0 730 620 525 447 227 2193 1771 129 323 220 110 422 307 106 1448 1396 197 1199 353 115 114 250 145 846 765 225 194 289 142 123
internal_count=2923 730 620 525 447 227 2193 1771 129 323 220 110 422 307 106 1448 1396 197 1199 353 115 114 250 145 846 765 225 194 289 142 123
is_linear=0
shrinkage=0.00250084


Tree=2111
num_leaves=13
num_cat=0
split_feature=3 4 48 48 14 16 4 483 51 16 48 3
split_gain=7.3622 2.88661 1.40066 1.70665 1.30144 1.21182 0.967423 0.76204 1.02262 1.08246 2.97821 1.80626
threshold=0.3148450000000001 0.31392000000000003 -0.088899999999999993 -0.024949999999999996 -0.44847999999999993 -0.43491999999999992 0.41823000000000005 0.10583500000000001 -0.40444499999999994 0.0048000000000000013 0.092335000000000014 0.097775000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 -6 8 -5 11 -11 -10
right_child=-2 4 3 7 5 -7 -8 -9 9 10 -12 -13
leaf_value=0.0037832911230117178 -0.0015596969752420674 0.0022290365627445088 -8.6425359944585815e-05 0.003142323007970382 -0.00042664685069311294 -0.0013775675122911935 0.0015665235753226361 0.002993335898402782 0.001923825877997027 0.0017319276360054977 -0.00092756252221853431 0.0039091384457793617
leaf_weight=57 93 54 59 91 59 53 81 95 1697 449 68 67
leaf_count=57 93 54 59 91 59 53 81 95 1697 449 68 67
internal_value=0 0.00182739 0.00194443 0.00190288 0.000603023 0.000147421 0.000725641 0.00195051 0.00190869 0.00185942 0.00138189 0.0019993
internal_weight=0 2830 2583 2526 247 193 140 2467 2372 2281 517 1764
internal_count=2923 2830 2583 2526 247 193 140 2467 2372 2281 517 1764
is_linear=0
shrinkage=0.0118477


Tree=2112
num_leaves=28
num_cat=0
split_feature=1 2 52 12 2 1 52 12 3 0 16 2 12 16 2 12 3 1 2 0 158 52 16 16 2 16 160
split_gain=72.4539 23.8906 11.4297 6.55888 6.22475 5.32284 4.62327 4.2745 3.85084 3.25542 2.98466 3.84645 2.24103 5.17614 2.02977 1.87191 3.25142 2.65993 2.02477 1.50045 1.16033 1.04129 1.34618 1.01247 0.900852 0.671123 0.41544
threshold=0.10575500000000002 0.14870000000000003 -0.40011499999999994 0.056995000000000011 0.10803500000000001 0.086115000000000011 0.12484500000000003 0.11755500000000001 -0.011259999999999997 -0.14867499999999997 0.053305000000000012 0.12665000000000001 0.088325000000000015 -0.49353499999999995 0.093320000000000014 0.093125000000000013 -0.15500999999999998 0.091280000000000014 0.087635000000000005 -0.050064999999999991 0.10254000000000001 0.06136500000000001 -0.073309999999999986 -0.082194999999999976 0.090835000000000013 -0.061024999999999989 -0.0092699999999999987
decision_type=2 2 2 2 2 2 2 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 14 10 15 -7 -10 11 12 13 -4 -1 16 -5 18 20 21 -18 23 -23 -17 -20 -25 -24
right_child=1 -3 6 7 -6 8 -8 -9 9 -11 -12 -13 -14 -15 -16 19 17 -19 24 -21 -22 22 26 25 -26 -27 -28
leaf_value=0.0028870951980158746 0.0025815092147316431 0.00011494210254808905 0.0017503722187052369 0.0031266829372849948 0.0012561444850547911 0.0013529596312817462 0.0020263401594466284 0.0018255280946096468 0.0017121811926579687 0.0025514398735661348 0.0017292476196018767 0.00054921455685623193 0.0018053346040963246 0.00083972322532187694 0.0022142898650399563 0.0019947509153771443 0.0025779454712554694 0.0019717611790226641 0.0022698820496020685 0.0019826873576965012 0.0029763582658510037 0.0027655313894724017 0.0025055503111075842 0.0025644780415686446 0.0025128097278689148 0.0022504723530525224 0.0021860664688859487
leaf_weight=78 69 93 71 60 58 59 75 77 60 72 90 56 53 116 54 67 652 66 242 74 57 96 58 81 201 126 62
leaf_count=78 69 93 71 60 58 59 75 77 60 72 90 56 53 116 54 67 652 66 242 74 57 96 58 81 201 126 62
internal_value=0 0.00135593 0.00157363 0.00237634 0.0020578 0.00220166 0.00142272 0.00243957 0.00191788 0.00217017 0.00130536 0.00117638 0.0013226 0.00118563 0.00261207 0.00246522 0.0025217 0.00249188 0.00252165 0.00233718 0.00261002 0.00239066 0.00252966 0.00228098 0.00238017 0.00237348 0.00234072
internal_weight=0 623 530 2300 381 323 461 1919 191 132 386 296 240 187 132 1842 1278 1218 1152 564 709 490 216 274 443 207 120
internal_count=2923 623 530 2300 381 323 461 1919 191 132 386 296 240 187 132 1842 1278 1218 1152 564 709 490 216 274 443 207 120
is_linear=0
shrinkage=0.00265391


Tree=2113
num_leaves=16
num_cat=0
split_feature=4 2 40 13 2 457 13 2 4 43 14 2 16 151 2
split_gain=95.1009 32.2157 11.2005 8.24644 6.98248 5.75797 5.33175 2.78847 4.13575 3.90108 2.75884 2.02253 1.44821 1.19499 1.14155
threshold=0.31392000000000003 0.14870000000000003 -0.034699999999999988 -0.16392499999999996 0.14073000000000005 0.10412500000000001 -0.13871999999999998 0.087605000000000002 -0.49269499999999994 -0.018369999999999997 -0.42227999999999993 0.084395000000000012 -0.49353499999999995 -0.030624999999999996 0.10449000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -4 10 6 -5 9 -9 -8 -2 -1 13 -12 -13
right_child=4 -3 3 5 -6 -7 7 8 -10 -11 12 14 -14 -15 -16
leaf_value=0.0015631584004455303 0.0017146542268423515 0.00055216094210444079 0.0017088658447262887 0.003515716033991801 0.00019961198820654482 0.0017609561125560618 0.0025933068677467959 0.0030946128136916848 0.0025016225265473984 0.0029130612435184617 0.00087762473813187065 0.0024471033367772276 0.00068140357347772952 0.0014284677319388944 0.0018906592759240068
leaf_weight=70 52 59 70 54 72 52 583 95 980 543 52 52 65 66 58
leaf_count=70 52 59 70 54 72 52 583 95 980 543 52 52 65 66 58
internal_value=0 0.00253039 0.00257603 0.00262536 0.000937643 0.00265316 0.00267372 0.00265305 0.00255405 0.00274753 0.00116364 0.00192437 0.00100691 0.00118597 0.00215397
internal_weight=0 2616 2557 2377 307 2307 2255 2201 1075 1126 235 180 183 118 110
internal_count=2923 2616 2557 2377 307 2307 2255 2201 1075 1126 235 180 183 118 110
is_linear=0
shrinkage=0.00270699


Tree=2114
num_leaves=19
num_cat=0
split_feature=1 34 16 41 160 11 1429 1456 1 1 0 0 16 16 159 475 16 16
split_gain=3.98135 2.17127 2.94461 1.4937 1.52128 1.16086 1.42124 1.22577 1.15948 1.11475 1.9523 1.66306 1.05244 1.61197 0.949468 0.832082 0.417052 0.370652
threshold=0.12000500000000001 -0.023104999999999997 0.056515000000000003 0.077915000000000012 -0.54243999999999992 1.0000000180025095e-35 0.079110000000000014 -0.077769999999999992 0.082135000000000014 0.086965000000000001 -0.10726999999999999 -0.099704999999999974 -0.116045 -0.44388499999999992 0.03981500000000001 -0.08230999999999998 0.11160500000000002 -0.028104999999999995
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 4 -1 6 7 17 -5 11 -11 -9 13 -3 15 -8 -7 -6
right_child=1 2 -4 8 5 16 14 9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0034376809329577278 -0.0016788112776138949 -0.00082784718036914837 0.0026449526760732871 -0.00047446867438462006 0.0036571317438624656 0.0037192787901380673 0.0019484673984531389 0.0031842128910435402 0.0016703843790500062 0.00037397092924728616 0.0017799093262027004 0.0018379148949089828 -0.0012071931798871521 0.0018680715134415998 -0.00047430278353763268 0.00015340747515719914 0.0023453895932643528 0.0024245892390903339
leaf_weight=82 54 54 86 66 55 52 99 140 70 182 500 1090 61 67 54 54 72 85
leaf_count=82 54 54 86 66 55 52 99 140 70 182 500 1090 61 67 54 54 72 85
internal_value=0 0.000445281 0.000873732 0.001815 0.00188041 0.00182677 0.00176657 0.00185916 0.000628588 0.00178217 0.0014049 0.00199125 3.61003e-05 0.000663909 0.000848164 0.00131573 0.00292254 0.00290969
internal_weight=0 322 268 2601 2465 2383 2259 2052 136 1912 682 1230 182 121 207 153 124 140
internal_count=2923 322 268 2601 2465 2383 2259 2052 136 1912 682 1230 182 121 207 153 124 140
is_linear=0
shrinkage=0.0116154


Tree=2115
num_leaves=25
num_cat=0
split_feature=4 12 12 2 2 4 47 51 4 15 0 4 41 4 2 13 47 12 0 15 0 52 43 0
split_gain=83.7066 36.1093 10.4836 10.3687 10.3123 6.63202 7.04011 5.40079 4.82076 4.66225 6.81264 3.687 3.16897 2.56921 2.3991 2.19153 2.33487 2.19034 2.04621 1.3253 1.03087 1.01959 0.962579 0.406147
threshold=0.31392000000000003 0.056995000000000011 0.13642500000000005 0.11891500000000001 -0.007134999999999999 -0.081139999999999976 0.077735000000000012 0.087425000000000017 0.05309500000000001 -0.43091499999999999 -0.10147999999999999 0.0029800000000000004 0.078150000000000011 0.51326500000000019 0.091235000000000024 -0.097454999999999986 0.084155000000000021 0.096475000000000019 -0.086894999999999986 -0.065419999999999992 -0.087734999999999994 0.0030150000000000008 -0.081454999999999986 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 3 8 4 -1 23 7 11 12 13 -11 -7 14 -2 15 -3 -17 21 -16 -19 -15 -10 -20 -6
right_child=9 2 -4 -5 5 6 -8 -9 17 10 -12 -13 -14 20 18 16 -18 19 22 -21 -22 -23 -24 -25
leaf_value=0.001057158317693126 0.0016382478522624763 0.0030341226997701591 0.0012983303283327743 0.00093760463567637707 0.0027079222188395305 0.0014647715825338878 0.0026076912451527086 0.00088410083654289525 0.0020756724055252611 0.0010779508205307181 3.7687906984973061e-05 0.0022720440158537189 0.0030939936232593523 0.0012122761975123194 0.0018386794988962721 0.0025545385010315967 0.0022153319815728903 0.0021318322784297638 0.0025981498692749998 0.0015630274544547629 0.00071611976469406055 0.0025381130128440338 0.0023073723844748229 0.0023953277451502814
leaf_weight=87 58 55 53 99 55 81 56 53 57 89 76 68 56 57 52 1031 153 52 100 56 53 71 310 59
leaf_count=87 58 55 53 99 55 81 56 53 57 89 76 68 56 57 52 1031 153 52 100 56 53 71 310 59
internal_value=0 0.00226223 0.00241913 0.00168688 0.00184843 0.00203341 0.00180665 0.00158444 0.00244892 0.000903854 0.000598964 0.00183337 0.00249499 0.00120314 0.00247525 0.00253398 0.00251073 0.00210587 0.00231768 0.00183715 0.000973467 0.0023324 0.00237836 0.00254638
internal_weight=0 2604 2046 558 459 372 258 202 1993 333 165 149 1757 168 1701 1239 1184 236 462 108 110 128 410 114
internal_count=2937 2604 2046 558 459 372 258 202 1993 333 165 149 1757 168 1701 1239 1184 236 462 108 110 128 410 114
is_linear=0
shrinkage=0.00255085


Tree=2116
num_leaves=25
num_cat=0
split_feature=3 11 132 3 4 4 1210 13 3 49 13 3 3 0 3 4 4 49 3 4 49 52 42 4
split_gain=5.4515 4.10889 1.68653 2.15022 1.46103 3.92209 1.40201 1.63121 1.7258 1.56425 1.42258 3.02976 2.83046 1.42069 1.33469 2.127 3.34219 2.16724 1.12801 1.05637 0.797506 0.796778 0.772172 0.204721
threshold=-0.024819999999999998 0.093525000000000011 0.087360000000000007 0.3148450000000001 -0.15764999999999998 -0.011369999999999998 -0.12828499999999998 -0.083914999999999976 -0.14719499999999996 -0.080539999999999987 0.11671500000000001 -0.11017499999999998 -0.23098999999999997 -0.10462499999999998 -0.0088549999999999983 0.052250000000000012 0.11023000000000001 -0.054319999999999993 -0.08620499999999999 -0.00045499999999999995 -0.00064499999999999985 0.0049050000000000005 -0.026374999999999999 -0.50393499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 23 -6 -1 8 -8 -9 11 12 -11 -10 -7 17 -17 -16 20 -13 -15 -20 -12 -2
right_child=2 -3 -4 -5 5 14 7 9 13 10 22 19 -14 18 15 16 -18 -19 21 -21 -22 -23 -24 -25
leaf_value=0.0034695980784248993 0.0012884939309552306 -0.00095233738620100069 0.0023786050998007417 -0.0013769732992868963 -0.0019820991580548029 0.002083557687995972 0.0039468710514165709 -0.00022766401865995399 0.00025742774486947406 0.0015583129270689215 0.0032861642384578783 0.0018123948445082541 -0.0018465968107996571 0.0022192757148723481 0.00084192729205629464 0.00349738129025043 0.0003035147110196988 -0.0022252197274857805 0.001462765522508333 0.001007150809370393 0.0041820725252657842 0.0024919084121536963 0.0016955464295360873 0.0022781344701701578
leaf_weight=57 52 73 57 77 76 79 62 63 54 58 86 869 64 52 55 55 159 60 227 266 52 161 69 54
leaf_count=57 52 73 57 77 76 79 62 63 54 58 86 869 64 52 55 55 159 60 227 266 52 161 69 54
internal_value=0 0.00165127 0.000534946 0.000377214 0.000606352 0.00034605 0.00174014 0.00169276 0.0021798 0.00149191 0.00156872 0.00144407 -0.000226892 0.00197892 0.000780017 0.000466647 0.00112493 -0.000757287 0.00216763 0.00162378 0.00320182 0.00189011 0.00257885 0.00179377
internal_weight=0 2213 724 667 590 484 2140 2083 608 1475 1412 1257 122 546 408 329 214 115 492 1135 104 388 155 106
internal_count=2937 2213 724 667 590 484 2140 2083 608 1475 1412 1257 122 546 408 329 214 115 492 1135 104 388 155 106
is_linear=0
shrinkage=0.0111644


Tree=2117
num_leaves=18
num_cat=0
split_feature=4 1375 13 2 13 14 150 39 48 1446 48 403 483 403 48 2 2
split_gain=3.27871 2.35009 2.28555 2.25331 1.98378 1.71195 1.841 4.07748 1.5004 1.67698 1.35917 1.21849 1.30637 1.30051 1.13432 1.12721 1.46152
threshold=0.31392000000000003 -0.16449999999999998 -0.16140499999999997 -0.0098549999999999974 -0.0094049999999999984 -0.45687499999999998 0.095275000000000012 0.085355000000000014 0.08956500000000002 0.10596000000000001 -0.072384999999999991 0.085340000000000013 -0.069964999999999986 0.10323500000000001 0.095980000000000024 0.11891500000000001 0.097925000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 -4 7 -7 9 10 -5 12 -12 -13 -10 16 -16
right_child=2 3 5 8 -6 6 -8 -9 14 -11 11 13 -14 -15 15 -17 -18
leaf_value=-0.0012033700982559488 0.0020058792510945556 0.0014166190179765018 0.0014101718817492251 0.0032417049863984371 -0.0020597189150495937 -0.0041769037293533269 0.00074960056878827213 0.00034651621224066293 -0.00031380019088660604 0.0039629731056746815 0.00026969030046977412 0.0039006697408396182 0.0015849399570163187 0.0018428318781732959 0.00085283454270384477 -8.153813347704004e-05 0.003318192380992473
leaf_weight=53 80 55 60 87 53 66 62 65 103 54 135 72 1590 171 95 68 68
leaf_count=53 80 55 60 87 53 66 62 65 103 54 135 72 1590 171 95 68 68
internal_value=0 0.00146804 0.000116149 0.00152359 -0.000288094 -0.000480853 -0.00106945 -0.00193141 0.00160374 0.00173027 0.00167154 0.00160206 0.00148209 0.00245313 0.000804352 0.00130351 0.00188217
internal_weight=0 2604 333 2551 108 253 193 131 2443 2109 2055 1968 1725 243 334 231 163
internal_count=2937 2604 333 2551 108 253 193 131 2443 2109 2055 1968 1725 243 334 231 163
is_linear=0
shrinkage=0.0128244


Tree=2118
num_leaves=25
num_cat=0
split_feature=4 12 2 12 2 4 3 4 42 2 3 12 41 12 4 11 3 49 15 4 15 15 52 43
split_gain=245.89 93.8695 36.2296 22.3159 20.9998 13.3904 13.0308 9.76054 8.29146 6.73359 5.67722 5.56214 5.16533 4.25433 4.13769 3.51892 3.1794 2.96903 2.93321 2.06693 1.36944 1.35323 1.22846 1.00437
threshold=0.31392000000000003 0.056995000000000011 0.11002000000000002 0.13642500000000005 -1.0000000180025095e-35 0.05309500000000001 0.31395500000000004 -0.081139999999999976 0.088685000000000014 0.095850000000000005 0.30863500000000005 0.090335000000000013 0.075585000000000013 0.096475000000000019 0.0029800000000000004 0.080705000000000013 -0.082634999999999986 -0.074429999999999982 0.078925000000000009 -0.043174999999999991 -0.065419999999999992 0.097415000000000015 0.0030150000000000008 -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
left_child=1 2 4 5 -1 11 8 -6 16 14 -4 12 17 22 -9 18 -2 -3 19 -13 -15 -20 -7 -19
right_child=6 3 10 -5 7 13 -8 9 -10 -11 -12 15 -14 20 -16 -17 -18 23 21 -21 -22 -23 -24 -25
leaf_value=0.0019499604319490266 0.0022431955718203189 0.0035109138508451262 0.001943133409000077 0.0021685578479420297 0.004162960702531286 0.0034026820830196729 6.564666107884885e-05 0.0029792557424705565 0.00079314158860858237 0.0024910363842863296 0.00085791151765237392 0.0031388792279753363 0.0050144045372825415 0.0032869894360501939 0.0039808068255733613 0.0044653770722814963 0.0014673830584473995 0.0043352693834913152 0.0041127986262973646 0.0037312125170891491 0.002659543578723016 0.003785438986909541 0.003953258488598425 0.004130336271413234
leaf_weight=93 71 52 98 53 99 57 68 60 100 82 59 57 57 52 67 74 94 272 242 226 56 166 71 611
leaf_count=93 71 52 98 53 99 57 68 60 100 82 59 57 57 52 67 74 94 272 242 226 56 166 71 611
internal_value=0 0.00366428 0.00266028 0.00393808 0.00310058 0.00398512 0.00114435 0.00344791 0.00142103 0.00310906 0.0015355 0.00406815 0.00420495 0.00336687 0.00350787 0.00389073 0.0018014 0.00415557 0.00382914 0.00361201 0.00296192 0.00397968 0.00370831 0.0041935
internal_weight=0 2604 558 2046 401 1993 333 308 265 209 157 1757 992 236 127 765 165 935 691 283 108 408 128 883
internal_count=2937 2604 558 2046 401 1993 333 308 265 209 157 1757 992 236 127 765 165 935 691 283 108 408 128 883
is_linear=0
shrinkage=0.00276112


Tree=2119
num_leaves=26
num_cat=0
split_feature=3 11 148 14 48 16 1 3 13 3 16 1 13 43 3 132 43 132 16 43 43 51 155 51 403
split_gain=3.79277 2.48255 1.17484 1.63633 1.34982 1.7957 1.467 2.55849 1.38911 1.15899 1.11857 1.7816 1.63916 1.61059 1.94423 1.67016 1.52859 1.40317 1.17069 0.843682 1.42236 1.04755 0.827286 1.0606 0.314176
threshold=-0.024819999999999998 0.093525000000000011 -0.043434999999999994 -0.31893999999999995 0.090935000000000016 -0.085134999999999975 0.079225000000000004 0.040040000000000006 -0.009244999999999998 0.110335 0.24100000000000002 0.11181500000000001 0.032645000000000007 -0.0005399999999999999 -0.094004999999999991 0.085455000000000017 -0.062434999999999997 -0.14169499999999999 -0.040874999999999995 -0.08237499999999999 -0.01418 0.077730000000000007 0.085890000000000008 -0.42049999999999993 -0.072664999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 -4 6 -6 -5 8 -8 -9 11 13 22 15 -15 19 -13 -16 -17 21 -21 -1 23 -12 -19
right_child=2 -3 3 4 5 -7 7 9 -10 -11 12 16 -14 14 17 18 -18 24 -20 20 -22 -23 -24 -25 -26
leaf_value=0.002141842863009382 -0.00089833616840091909 -0.00069037195829591176 -0.0011867436682431315 -0.00017937002563603169 -0.0015372888317350048 0.0010904696102314025 0.001403862386583249 0.0034069332438085207 -0.00089832460951836616 0.0014757582280210666 0.00094144022009935268 0.0017488425310597676 -0.00069565576426748317 -0.00055156097872826996 0.0032143269047044862 0.0014109042963477488 0.0046566112900879014 0.0018189793727435908 -0.00085677847087354576 0.0012487968278098421 0.0023736618891516954 0.0039329871164305811 0.00015990297754182281 0.0029974453044249185 0.00085424204524690362
leaf_weight=422 79 73 63 88 70 83 91 101 66 83 80 53 73 97 52 89 53 63 53 426 268 54 56 68 233
leaf_count=422 79 73 63 88 70 83 91 101 66 83 80 53 73 97 52 89 53 63 53 426 268 54 56 68 233
internal_value=0 0.00149988 0.000491952 0.000662435 0.000862826 -0.00011093 0.00121041 0.00156944 0.000435242 0.00253651 0.00157466 0.00168127 0.000857192 0.00158933 0.000960465 0.00180253 0.00320394 0.00138229 0.000563607 0.00195278 0.00168337 0.00234531 0.0014135 0.00188696 0.00106001
internal_weight=0 2213 724 645 582 153 429 341 157 184 2140 1863 277 1757 445 1312 106 348 142 1170 694 476 204 148 296
internal_count=2937 2213 724 645 582 153 429 341 157 184 2140 1863 277 1757 445 1312 106 348 142 1170 694 476 204 148 296
is_linear=0
shrinkage=0.0120847


Tree=2120
num_leaves=15
num_cat=0
split_feature=1 0 0 49 52 33 10 47 11 3 11 160 13 52
split_gain=2.86181 2.10983 2.34289 3.85476 2.05059 1.70986 2.02041 1.44625 1.35238 1.64402 1.61795 1.01012 0.780852 0.643919
threshold=0.15028500000000003 -0.25490999999999991 -0.16199999999999995 -0.042254999999999994 0.14295500000000003 0.084300000000000014 -1.0000000180025095e-35 0.081905000000000019 1.0000000180025095e-35 -0.11211999999999998 0.084800000000000014 -0.06146999999999999 -0.00080499999999999983 0.40565000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 11 9 -8 -10 12 13 -6
right_child=-2 2 4 -5 7 -7 8 -9 10 -11 -12 -13 -14 -15
leaf_value=0.0038546530786889412 -0.0016355532325088666 0.0022969115696498629 -0.00058556321517604993 -0.0020031061171091962 -0.00045934714327236422 0.0037219867013559942 -0.00014993432733424318 -0.0017699029121946018 0.0043058090331380651 0.0014218067809634194 0.0015930951278810134 -0.0009626410462436532 0.0023280038928123795 0.0012628736973584801
leaf_weight=53 64 59 93 100 65 55 126 52 61 1941 110 55 62 95
leaf_count=53 64 59 93 100 65 55 126 52 61 1941 110 55 62 95
internal_value=0 0.00121561 0.0011669 -0.000406606 0.0012591 0.00139527 0.00134031 0.000271084 0.00142041 0.00132593 0.00256162 0.000654744 0.00105609 0.000562331
internal_weight=0 2927 2874 159 2715 2386 2331 329 2238 2067 171 277 222 160
internal_count=2991 2927 2874 159 2715 2386 2331 329 2238 2067 171 277 222 160
is_linear=0
shrinkage=0.0133425


Tree=2121
num_leaves=21
num_cat=0
split_feature=2 30 3 2 2 14 2 123 13 52 155 3 52 2 52 52 159 52 475 52
split_gain=71.5195 22.8263 17.7022 14.8921 10.7859 5.50056 7.61469 4.50459 5.38836 3.34232 3.14341 4.94918 2.94266 1.96873 1.86675 1.75921 4.68094 1.60261 1.47577 1.14441
threshold=0.12026500000000001 0.085915000000000019 0.092005000000000017 0.16993500000000003 0.097005000000000022 0.076450000000000004 -0.10238999999999998 0.086020000000000013 -0.10142999999999998 -0.092084999999999986 0.082265000000000019 -0.097199999999999995 0.029970000000000007 0.096435000000000007 -0.047784999999999987 0.11916 -0.032069999999999994 -0.090084999999999985 -0.087159999999999987 0.10271000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 6 -1 8 -2 -4 11 -6 17 -11 -10 18 -17 -13 -8 -14
right_child=3 -3 9 -5 10 -7 15 -9 14 13 -12 12 19 -15 -16 16 -18 -19 -20 -21
leaf_value=0.0013544821486085336 0.00057178023251603239 0.00069853865002017957 0.0019219739940174588 -0.00023579682906282146 0.0011883120345503638 0.0029261899792546921 0.0018787180552886293 0.000482334927955298 0.0018656313607876621 0.00090039587840445487 0.0023109776638323676 0.0019587430065002489 0.0024417012735294093 0.0014754338317931924 0.0012844023722708082 0.0023427428036273718 0.0015698646836192916 0.0014479366340886739 0.0023188789539409452 0.0019839440129666287
leaf_weight=61 52 76 65 69 81 80 52 60 62 67 79 68 55 93 87 139 81 99 1460 105
leaf_count=61 52 76 65 69 81 80 52 60 62 67 79 68 55 93 87 139 81 99 1460 105
internal_value=0 0.00207693 0.00211745 0.000817786 0.00218265 0.00227064 0.00224138 0.00109642 0.0012796 0.00143344 0.00184416 0.0017537 0.00189367 0.00123481 0.00152644 0.0022726 0.00205831 0.00165609 0.00230376 0.00214147
internal_weight=0 2661 2585 330 2360 1873 1793 261 201 225 487 408 327 160 149 1732 220 167 1512 160
internal_count=2991 2661 2585 330 2360 1873 1793 261 201 225 487 408 327 160 149 1732 220 167 1512 160
is_linear=0
shrinkage=0.00255085


Tree=2122
num_leaves=19
num_cat=0
split_feature=2 9 3 2 15 2 16 150 11 3 12 124 2 12 156 15 47 13
split_gain=126.932 61.1262 31.8391 23.9934 14.4012 9.98293 7.82817 6.11139 5.59762 5.38243 4.23038 4.4533 3.9045 3.34964 3.0332 2.9322 2.02145 1.44329
threshold=0.12026500000000001 -1.0000000180025095e-35 0.10402500000000002 0.16993500000000003 -0.23982999999999996 0.097005000000000022 0.12992000000000004 0.082085000000000019 0.080455000000000013 0.25089000000000006 0.090335000000000013 -1.0000000180025095e-35 0.14073000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 -0.037394999999999991 0.102035 -0.047309999999999998
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 6 -3 8 12 13 10 15 11 -6 17 -7 -15 -4 -12 -2
right_child=3 2 9 -5 5 7 -8 -9 -10 -11 16 -13 -14 14 -16 -17 -18 -19
leaf_value=0.00010069406711804454 0.00057493863108154866 0.00098230537526746895 0.0019214892714401047 -0.00090199720269783039 0.0017567926614114428 0.0015559602664274254 0.0015464117143069223 0.0011761873846259051 0.0032108064954379967 0.00048850565245553564 0.0022974234650867966 0.0025369735289819252 9.1463010115903681e-05 0.0020978027914285995 0.002692138768343458 0.0010695649973264324 0.0018645475358690308 0.001170942363351826
leaf_weight=93 59 53 53 69 52 61 73 52 62 56 515 1154 77 294 73 57 86 52
leaf_count=93 59 53 53 69 52 61 73 52 62 56 515 1154 77 294 73 57 86 52
internal_value=0 0.00217321 0.00224826 0.0004623 0.00232443 0.0023547 0.000823082 0.00201966 0.00244073 0.00114588 0.00241429 0.00250336 0.000542067 0.00212208 0.0022161 0.00148029 0.00223553 0.000854398
internal_weight=0 2661 2568 330 2402 2349 261 480 1869 166 1807 1206 188 428 367 110 601 111
internal_count=2991 2661 2568 330 2402 2349 261 480 1869 166 1807 1206 188 428 367 110 601 111
is_linear=0
shrinkage=0.00260187


Tree=2123
num_leaves=37
num_cat=0
split_feature=1 1 1 39 0 0 43 47 51 13 13 1 0 43 13 43 13 15 43 51 0 51 13 15 0 51 51 0 0 13 15 43 133 133 133 43
split_gain=98.7311 16.2377 13.3022 11.8883 8.4626 7.3323 6.26514 4.70773 3.61144 3.40891 3.24265 2.70549 4.28393 2.68395 2.59451 2.50543 2.2756 1.92834 3.86207 3.3974 2.99084 2.26226 1.69824 1.64141 1.29932 0.933705 0.880066 0.689435 0.669278 0.630917 0.398148 0.544423 0.391741 0.382091 0.318429 0.204395
threshold=0.10921500000000002 0.13662500000000002 0.089625000000000024 0.087735000000000021 -0.099704999999999974 -0.076914999999999997 -0.06372499999999999 0.080860000000000015 -1.0000000180025095e-35 -0.14022999999999999 -0.069874999999999979 0.078320000000000015 -0.046614999999999997 -0.078169999999999976 -0.014939999999999998 -0.08768999999999999 -0.27740999999999993 0.079600000000000018 -0.076504999999999976 0.083615000000000009 -0.099244999999999986 -0.034774999999999993 0.0048350000000000008 0.087670000000000012 -0.076589999999999978 1.0000000180025095e-35 -0.088319999999999996 -0.22745499999999999 -0.087359999999999979 -0.0029949999999999998 0.10189000000000002 -0.0025899999999999994 -0.020429999999999997 0.093405000000000016 0.006510000000000001 -0.049364999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 7 14 9 -3 8 -2 -1 -9 12 30 15 -4 -6 -8 18 26 21 -19 -20 24 29 -15 -10 -11 -16 -28 -22 31 33 -25 -7 -26 -14
right_child=1 6 4 -5 13 11 16 10 25 17 -12 -13 35 22 27 -17 -18 20 19 -21 23 -23 -24 32 34 -27 28 -29 -30 -31 -32 -33 -34 -35 -36 -37
leaf_value=0.0032185817977185894 0.0019911480622208906 -0.00028059715176228779 0.0010119257569132113 0.00063272731502292021 0.0023229707974681143 0.0024267103324660875 0.00045258358983941131 0.002610954166990166 0.00095695548572581396 0.0029253201022688053 0.0016756662574970063 0.0026879621441088701 0.0015125440525065612 0.0027068897136811286 0.0015219591657235018 0.0015492183779898302 0.0012064578414686638 0.0032287485855913753 0.0019163374287129657 0.0015824528409032811 0.0027921997278557639 0.0025048464606900901 0.002021146461570018 0.0025633924868437665 0.0021330098690707589 0.0014339548438884915 0.0024516883490105549 0.0019370713220467661 0.0026796058686016882 0.0025089436443236114 0.0024417901934825083 0.0019757050020618545 0.0023645016910691899 0.0021457456649541067 0.0024242660277002267 0.0017530281085415143
leaf_weight=54 56 57 52 99 52 73 62 53 65 52 52 61 54 97 58 69 52 56 65 52 233 162 79 124 54 53 211 57 168 76 68 56 179 70 58 52
leaf_count=54 56 57 52 99 52 73 62 53 65 52 52 61 54 97 58 69 52 56 65 52 233 162 79 124 54 53 211 57 168 76 68 56 179 70 58 52
internal_value=0 0.00111627 0.00236193 0.00142329 0.00200912 0.00247082 0.000437438 0.00170371 0.00143542 0.00256252 0.00214803 0.00216821 0.00208314 0.00221482 0.00150517 0.00188197 0.000796705 0.00253679 0.00243996 0.00219603 0.00263966 0.00233646 0.00235456 0.00258571 0.00248045 0.00117144 0.0025978 0.00172796 0.00255279 0.00272262 0.00226262 0.00220125 0.00244599 0.00228937 0.00228409 0.00163078
internal_weight=0 549 2442 378 576 1866 171 279 174 1432 105 434 373 409 167 121 114 1378 710 279 668 227 288 612 209 118 431 115 379 309 267 199 303 143 112 106
internal_count=2991 549 2442 378 576 1866 171 279 174 1432 105 434 373 409 167 121 114 1378 710 279 668 227 288 612 209 118 431 115 379 309 267 199 303 143 112 106
is_linear=0
shrinkage=0.00265391


Tree=2124
num_leaves=25
num_cat=0
split_feature=2 30 2 3 123 15 3 2 2 0 151 15 2 0 1456 15 3 159 0 0 15 15 159 2
split_gain=80.1098 29.7169 20.4332 14.3483 7.25159 6.56876 6.42526 6.20792 7.55633 7.22312 4.95667 3.97748 3.37551 3.10339 2.17957 3.09541 6.01437 2.73726 1.8864 1.79916 1.49282 1.11417 0.8611 0.62465
threshold=0.11366500000000002 0.085915000000000019 0.15205000000000002 0.092005000000000017 0.085575000000000012 -0.032144999999999993 -0.010059999999999998 -0.018734999999999998 0.095965000000000009 -0.12851999999999997 -0.065174999999999983 -0.080724999999999977 0.087035000000000015 -0.13955999999999996 0.075285000000000005 0.039965000000000007 -0.12077499999999998 0.043570000000000005 -0.05226999999999999 -0.067134999999999986 -0.069034999999999985 0.085465000000000013 0.085345000000000018 0.10384
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 10 7 14 -1 20 -10 -2 -12 -5 -14 15 17 -17 -7 -4 -13 22 -16 -9 -11
right_child=2 -3 18 12 -6 6 -8 8 9 23 11 19 13 -15 21 16 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0016532906295851941 0.0011320816134733284 0.00089982357100148297 0.00067903157654266005 0.0013003709212437509 0.00085127121906881497 0.0026575376907839112 0.0037129975427352491 0.0027631274160976678 0.0012817957463633562 0.0026186441024079127 0.0015792515494800893 0.001896588954251138 0.0017256615748362984 0.0026065930085340102 0.0034567227174485816 0.0036224016516034708 0.0027738552298890921 0.0020407559166634522 -5.3767723452890912e-05 0.002517774360681087 0.0024356596193346809 0.002881618911286782 0.0030760813289740902 0.0022724934377354533
leaf_weight=59 59 76 53 52 67 249 60 378 55 79 96 56 65 58 53 69 867 71 54 100 94 52 84 85
leaf_count=59 59 76 53 52 67 249 60 378 55 79 96 56 65 58 53 69 867 71 54 100 94 52 84 85
internal_value=0 0.00260059 0.00137449 0.00265377 0.00167603 0.0027129 0.00282724 0.00251806 0.00258385 0.00214882 0.00185362 0.00202243 0.00189159 0.0021413 0.00278817 0.00275604 0.00283644 0.00252078 0.000308932 0.00229497 0.00275515 0.00317219 0.00282009 0.00243942
internal_weight=0 2506 485 2430 378 2255 1421 834 775 219 311 252 175 123 1361 1256 936 320 107 156 556 105 462 164
internal_count=2991 2506 485 2430 378 2255 1421 834 775 219 311 252 175 123 1361 1256 936 320 107 156 556 105 462 164
is_linear=0
shrinkage=0.00276112


Tree=2125
num_leaves=31
num_cat=0
split_feature=1 1 12 2 2 4 12 2 4 11 3 48 133 3 3 2 1 12 16 42 401 3 0 16 0 3 12 1 401 0
split_gain=217.385 60.1152 19.5113 18.3671 10.2399 10.1938 8.74648 8.48392 6.47423 5.75199 4.21703 2.84521 2.54597 2.5131 2.72339 2.31886 3.31215 2.32172 1.95116 1.77682 1.69208 1.6896 1.67647 1.67493 1.93917 1.13573 0.759933 0.485686 0.345279 0.290954
threshold=0.10609 0.13584500000000002 0.085075000000000026 0.098655000000000007 -1.0000000180025095e-35 0.24099500000000004 0.086085000000000009 0.16993500000000003 0.50214500000000006 1.0000000180025095e-35 -0.063264999999999988 0.082425000000000012 0.094525000000000012 0.090170000000000014 0.13772500000000001 0.089545000000000013 0.081540000000000015 0.094435000000000005 -0.0087049999999999992 0.09087000000000002 0.080710000000000018 -0.13117499999999996 -0.082054999999999975 -0.039209999999999995 -0.082784999999999984 0.084670000000000009 0.098085000000000019 0.093800000000000008 0.09530000000000001 -0.097774999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 -1 19 11 8 -3 15 12 18 21 22 -15 17 23 20 -5 -4 25 -8 -2 29 -25 -6 -23 -19 -22 -17
right_child=1 7 5 6 9 -7 10 -9 -10 -11 -12 -13 -14 14 -16 16 -18 27 -20 -21 28 26 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0093982374052214174 0.0079246304983283458 0.0080958983945927775 0.010407863387280621 0.0098187520132058045 0.010357027316368693 0.008702536382033256 0.010656895134249051 0.0062598087462191043 0.0068963219671399692 0.01099288849519937 0.009346098611855768 0.0087524462570071088 0.0096972729448736132 0.0092143868106942146 0.0084133837112463656 0.010235766810379243 0.0095095838297830377 0.010220355887543876 0.0091087587915980039 0.0097400907322483608 0.010828216959259354 0.010269159817970551 0.0084884524574064535 0.010797865313692791 0.01019793707337976 0.0099846210159353372 0.0098671419422770301 0.0098806648421789541 0.010531038749501438 0.0099893654924124737
leaf_weight=90 61 62 55 55 863 56 52 54 61 79 67 60 85 54 65 54 56 54 54 58 54 82 95 56 119 64 62 87 86 182
leaf_count=90 61 62 55 55 863 56 52 54 61 79 67 60 85 54 65 54 56 54 54 58 54 82 95 56 119 64 62 87 86 182
internal_value=0 0.00840556 0.00891693 0.0101359 0.0102577 0.00961394 0.00970154 0.00712264 0.00750121 0.0103018 0.00993839 0.00921365 0.0100795 0.00848849 0.0087771 0.0102692 0.0101107 0.0103304 0.00946727 0.0100654 0.0103726 0.0102451 0.00826816 0.0101925 0.0103901 0.0103313 0.0100963 0.010011 0.0106459 0.0100459
internal_weight=0 621 444 2361 1844 169 517 177 123 1754 348 169 281 275 119 1675 467 1208 109 113 1067 196 156 411 175 927 144 141 140 236
internal_count=2982 621 444 2361 1844 169 517 177 123 1754 348 169 281 275 119 1675 467 1208 109 113 1067 196 156 411 175 927 144 141 140 236
is_linear=0
shrinkage=0.00260187


Tree=2126
num_leaves=18
num_cat=0
split_feature=4 3 2 124 15 11 42 2 2 4 49 4 4 15 2 159 49
split_gain=241.92 65.9953 34.3625 25.6997 12.2936 11.5401 11.3491 10.8081 10.3642 4.57263 4.21844 3.42536 2.28652 2.26953 2.14601 1.23844 0.537151
threshold=0.31392000000000003 0.18595000000000003 0.14290000000000003 -0.059944999999999991 -0.43091499999999999 1.0000000180025095e-35 -0.0047199999999999994 0.13018000000000005 0.099845000000000003 0.51326500000000019 -0.04695499999999999 -0.34140499999999996 -0.022529999999999998 0.082725000000000007 0.10121500000000001 0.10457000000000001 -0.0061499999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 9 8 -1 16 11 -2 -10 -5 -12 -13 -7 -11 -6
right_child=4 -3 -4 5 7 14 -8 -9 10 15 12 13 -14 -15 -16 -17 -18
leaf_value=0.0039215836883490039 0.0025201635650188184 0.0013810556604991432 0.0019161721047130499 0.0046783380618009704 0.0015182514757747581 0.0049938881117668858 0.0023758610794332503 -0.00017016244314043623 0.0028913430440720617 0.0018442413070234196 0.0039683799151770272 0.0039556002273532283 0.003499926798861951 0.0041509566120444801 0.0043639591698977909 0.0012505420625447338 0.0011254053300143751
leaf_weight=53 54 77 61 67 52 97 102 54 56 52 135 897 181 871 69 52 52
leaf_count=53 54 77 61 67 52 97 102 54 56 52 135 897 181 871 69 52 52
internal_value=0 0.00385127 0.00392473 0.00397318 0.00134616 0.00404297 0.00290459 0.000811908 0.00399111 0.00188022 0.00357847 0.00407475 0.00370015 0.00405186 0.00473222 0.00154767 0.00132211
internal_weight=0 2666 2589 2528 316 2373 155 158 2207 158 372 1835 316 1768 166 104 104
internal_count=2982 2666 2589 2528 316 2373 155 158 2207 158 372 1835 316 1768 166 104 104
is_linear=0
shrinkage=0.00270699


Tree=2127
num_leaves=29
num_cat=0
split_feature=2 12 10 2 2 2 12 16 43 49 2 41 2 49 16 42 160 43 3 2 16 3 474 16 3 16 43 2
split_gain=83.0697 37.2758 12.9648 12.0879 17.3318 10.0154 7.78104 7.83011 5.20109 3.94743 3.8018 4.51521 3.46433 5.49354 1.97594 1.59795 1.7085 1.85542 1.38954 1.37378 3.53704 1.17903 1.1669 1.14357 0.965575 0.927386 0.894199 0.730801
threshold=0.14073000000000005 0.078120000000000009 0.057650000000000007 0.099655000000000007 0.072175000000000017 0.25063000000000007 0.093455000000000024 -0.25397999999999993 -0.049364999999999992 0.0062600000000000008 0.10100500000000003 0.075585000000000013 0.094155000000000016 -1.0000000180025095e-35 0.053305000000000012 -0.098504999999999981 -0.060659999999999992 -0.06705499999999999 0.10265000000000001 0.087605000000000002 -0.0030649999999999996 -0.087414999999999979 0.085295000000000024 -0.0092499999999999978 -0.11372999999999998 -0.053299999999999993 -0.085154999999999995 0.15000000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 27 10 -8 -1 14 11 19 13 -6 18 -9 17 -17 -5 22 21 -21 23 -3 -18 -26 -22 -2
right_child=5 6 -4 9 12 -7 7 15 -10 -11 -12 -13 -14 -15 -16 16 24 -19 -20 20 26 -23 -24 -25 25 -27 -28 -29
leaf_value=0.0014968659094713199 0.0014793869856104664 0.0029386384479051044 0.00097893223627306845 0.001360292966405536 0.0026854515024738622 8.8484092480927479e-06 0.0018698981163996079 0.0030545931308783199 0.002455329258958713 0.0023035544652732546 0.0024188126519354008 0.0035760808772375566 0.0024678848219055727 0.0036368519578167881 0.0021047208436786443 0.0026903318299066094 0.0029965593352923436 0.0020864658944013985 0.0018123167753733935 0.0022916352437616651 0.002888870347225618 0.0027035714139436568 0.0026570471958703061 0.0031916522421216709 0.0027606732237068035 0.0025222690653776102 0.0033108128200412079 0.0010783514766854227
leaf_weight=83 54 589 54 89 67 57 83 60 58 95 95 62 52 81 56 59 59 65 77 52 56 235 73 135 231 178 70 57
leaf_count=83 54 589 54 89 67 57 83 60 58 95 95 62 52 81 56 59 59 65 77 52 56 235 73 135 231 178 70 57
internal_value=0 0.00261971 0.0021347 0.00222951 0.00255013 0.0008447 0.00278398 0.00258022 0.00189131 0.00188453 0.00289352 0.00292896 0.00301446 0.00320633 0.0017051 0.0026706 0.00263164 0.002374 0.00157012 0.00289578 0.00277994 0.00262903 0.00295577 0.00298585 0.00269985 0.00265698 0.00312349 0.00127369
internal_weight=0 2814 712 658 341 168 2102 735 141 317 1367 1272 200 148 222 652 592 124 166 1210 413 287 797 724 468 409 126 111
internal_count=2982 2814 712 658 341 168 2102 735 141 317 1367 1272 200 148 222 652 592 124 166 1210 413 287 797 724 468 409 126 111
is_linear=0
shrinkage=0.0024518


Tree=2128
num_leaves=15
num_cat=0
split_feature=4 12 0 3 0 15 4 4 4 0 157 34 151 51
split_gain=5.7078 4.59858 2.77817 3.60863 2.01067 3.30875 1.68404 1.67674 1.12993 2.38972 1.331 1.00993 0.919106 0.777888
threshold=0.31392000000000003 0.099170000000000022 -0.23043999999999995 0.10766000000000002 -0.105195 -0.46645999999999993 0.41823000000000005 -0.064209999999999989 -0.44205499999999992 1.0000000180025095e-35 -0.004729999999999999 -0.016844999999999995 -0.23315499999999997 -0.17370999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 8 6 -6 -2 -5 10 11 -4 -10 -13 -14
right_child=1 -3 3 7 5 -7 -8 -9 9 -11 -12 12 13 -15
leaf_value=0.0054887245570291784 0.0012513260514202256 -0.0022934165608050642 0.0051635431744283125 0.0024416454936520547 0.0027854066058166176 -0.0011467401811313201 0.0041807580389331802 -0.00030910037850297525 0.0046092882676603509 0.00063523872501800168 0.0028235957562793034 0.0045041646671979008 0.0036312975728269897 0.0027370475068938817
leaf_weight=61 56 54 73 60 63 73 70 84 53 77 82 52 168 1956
leaf_count=61 56 54 73 60 63 73 70 84 53 77 82 52 168 1956
internal_value=0 0.00104637 0.00283417 0.00277196 0.00173523 0.000673782 0.00287985 0.000836112 0.00288518 0.00281513 0.0039265 0.00289037 0.00284844 0.00280784
internal_weight=0 316 2666 2605 262 136 126 144 2461 2306 155 2229 2176 2124
internal_count=2982 316 2666 2605 262 136 126 144 2461 2306 155 2229 2176 2124
is_linear=0
shrinkage=0.0125729


Tree=2129
num_leaves=18
num_cat=0
split_feature=3 149 4 0 12 3 3 13 160 0 0 12 160 16 4 51 16
split_gain=4.88377 2.09466 3.37686 1.65652 1.56389 2.14991 1.70426 1.54556 1.28528 2.57436 1.32527 1.26034 0.868903 1.24684 0.612905 1.15678 1.00508
threshold=0.3148450000000001 0.080585000000000004 0.31392000000000003 -0.23043999999999995 0.084565000000000015 -0.13392999999999997 -0.10859999999999999 0.096295000000000006 -0.082244999999999985 -0.10594499999999998 -0.09008999999999999 0.093455000000000024 -1.0000000180025095e-35 -0.51287499999999986 0.043640000000000005 0.13995500000000002 -0.38959499999999997
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 7 -5 -6 10 -10 -8 12 -4 -14 15 -7 -16
right_child=-2 -3 11 4 5 14 8 -9 9 -11 -12 -13 13 -15 16 -17 -18
leaf_value=0.0037131147752008653 -0.00049279837467525894 0.0037045663206134367 0.0022106593588985175 7.8116520521392992e-05 0.0043343391790161253 0.0021512502299856433 0.0039336672256003423 0.0020896676644453706 0.00028191724106928565 0.0019431293409167836 0.001811062261533081 -0.0007255150664916294 0.0015124480622405656 -0.0005950380775218315 0.0026123034873960548 0.00061836343799280167 0.0011233121146078991
leaf_weight=60 96 71 54 80 79 1348 52 60 146 354 88 55 73 54 69 57 186
leaf_count=60 96 71 54 80 79 1348 52 60 146 354 88 55 73 54 69 57 186
internal_value=0 0.0019183 0.00187321 0.00198346 0.00194221 0.00210821 0.00152729 0.00336622 0.00170826 0.00145828 0.00260026 0.000667952 0.001092 0.000615467 0.0020028 0.00208914 0.00152666
internal_weight=0 2886 2815 2579 2519 1799 720 139 640 500 140 236 181 127 1660 1405 255
internal_count=2982 2886 2815 2579 2519 1799 720 139 640 500 140 236 181 127 1660 1405 255
is_linear=0
shrinkage=0.0105204


Tree=2130
num_leaves=25
num_cat=0
split_feature=4 2 12 14 2 4 16 2 2 12 49 4 4 16 2 0 49 1456 13 160 484 401 160 16
split_gain=166.419 37.9785 19.5759 11.3072 10.6277 12.6961 7.55377 7.52537 4.80094 4.62094 4.34415 5.6826 4.28199 2.92703 2.68925 2.34715 2.61716 2.2733 1.91164 1.72476 1.55136 1.47597 1.19637 1.02919
threshold=0.31392000000000003 0.13388500000000003 1.0000000180025095e-35 -0.45687499999999998 -1.0000000180025095e-35 -0.031159999999999997 -0.42170999999999997 0.092250000000000013 0.15305000000000002 -0.010419999999999997 -0.032374999999999994 0.6214050000000001 0.046185000000000004 -0.43708999999999992 0.098180000000000003 -0.083844999999999989 -0.053239999999999996 0.068470000000000017 -0.098524999999999988 -0.35906499999999991 -0.0036799999999999997 -0.099114999999999995 0.061085000000000007 -0.049824999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 14 10 -7 -3 -9 -5 -12 15 -14 -6 16 -4 19 -18 -17 -15 -21 -20 -22
right_child=3 8 12 6 5 7 -8 9 -10 -11 11 -13 13 20 -16 17 18 -19 22 21 23 -23 -24 -25
leaf_value=0.0019871787073392818 0.0022362395652957842 0.0022421827869198189 0.0030358982005484819 0.00065535809716413024 0.0038268511388147154 0.0031948806641245234 0.00016121722366783933 0.0026045452221809258 0.0012342940212469377 0.0017136502355788821 0.001940732820639744 0.00093346617186759371 0.0035125121636401806 0.003248961872894069 0.0031558816039242567 0.0029475849415729035 0.0039286471569077155 0.0038263716925979754 0.0034638594725516221 0.002964781832396676 0.0029446716239039218 0.0033492265751218922 0.0038481790280904676 0.0025085147562813937
leaf_weight=85 58 69 71 58 85 89 52 102 52 57 75 66 65 57 68 87 73 52 583 69 80 822 57 61
leaf_count=85 58 69 71 58 85 89 52 102 52 57 75 66 65 57 68 87 73 52 583 69 80 822 57 61
internal_value=0 0.00317889 0.00324354 0.00124067 0.00279138 0.00296178 0.00101051 0.00261185 0.00180926 0.00228534 0.0012323 0.00146944 0.00334933 0.0030501 0.00352882 0.0033927 0.00349642 0.00331371 0.00354225 0.00328643 0.00289817 0.00331948 0.00349813 0.00275617
internal_weight=0 2684 2563 309 486 401 251 248 121 159 199 141 2077 263 153 1814 784 1030 713 978 198 891 640 141
internal_count=2993 2684 2563 309 486 401 251 248 121 159 199 141 2077 263 153 1814 784 1030 713 978 198 891 640 141
is_linear=0
shrinkage=0.00250084


Tree=2131
num_leaves=12
num_cat=0
split_feature=2 15 14 4 4 159 16 0 2 4 13
split_gain=4.19595 2.60634 2.2287 1.87523 2.34754 1.85216 1.58589 2.5605 1.74364 1.60832 1.47473
threshold=0.16993500000000003 -0.45371999999999996 -0.13131999999999996 0.31392000000000003 0.41464000000000006 0.10210500000000002 -0.20132999999999998 -0.22480499999999998 -0.0050599999999999994 0.24099500000000004 0.032645000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 6 -5 -1 9 -8 -9 -4 -10
right_child=-2 2 3 4 -6 -7 7 8 10 -11 -12
leaf_value=0.0019941578893571802 -0.00088582938662874874 0.0049639028861214749 0.0046602734611486327 -0.0011830621744737659 0.0024069123250941766 -0.001152285771613204 -0.00042828451607708273 0.00064527784975424742 0.0025478867945077626 0.0022798539471760577 0.001625030815850912
leaf_weight=64 75 54 99 59 66 64 59 101 1904 96 352
leaf_count=64 75 54 99 59 66 64 59 101 1904 96 352
internal_value=0 0.00224636 0.0023301 0.00227807 0.000711327 0.000419845 0.00235302 0.00226127 0.00232865 0.00348909 0.00240396
internal_weight=0 2918 2790 2736 125 128 2611 2416 2357 195 2256
internal_count=2993 2918 2790 2736 125 128 2611 2416 2357 195 2256
is_linear=0
shrinkage=0.0130808


Tree=2132
num_leaves=29
num_cat=0
split_feature=1 3 1 1 150 16 15 12 11 16 15 12 3 150 1 16 159 1 15 157 15 16 3 1456 12 12 1 12
split_gain=122.566 29.7248 12.8635 9.73487 11.4366 8.81441 6.45032 5.98321 7.61412 4.15592 6.37891 5.24051 3.94616 3.92485 3.92055 3.65532 4.02183 2.4896 1.99111 1.88092 1.77665 3.97887 1.67319 1.38067 1.42881 1.37096 1.19991 0.597315
threshold=0.10575500000000002 -0.064349999999999991 0.15028500000000003 0.089625000000000024 0.082085000000000019 0.14976500000000001 -0.077474999999999988 0.093185000000000004 1.0000000180025095e-35 0.28127000000000008 0.086035000000000014 0.085845000000000019 -0.11017499999999998 0.075065000000000007 0.12765500000000005 -0.073554999999999995 0.018290000000000004 0.11230000000000001 -0.033234999999999994 -0.089134999999999978 -0.044884999999999994 -0.008454999999999999 0.040040000000000006 0.089135000000000006 0.083885000000000015 0.093910000000000007 0.13831000000000002 0.10266500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 6 7 9 17 14 8 12 10 11 -5 -1 -8 22 18 20 -2 -9 -14 -17 -22 -3 24 -21 -12 -16 -20
right_child=1 2 -4 4 -6 -7 13 15 -10 -11 25 -13 19 -15 26 16 -18 -19 27 23 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0024599567588214546 0.0025403297026854433 0.0013037039947712363 0.00013795657714730285 0.0019685643686900159 0.0019148593184112137 0.0032008513130014388 0.0023678447094862337 0.0028373723914566309 0.0040442309417315385 0.003554104316381011 0.0034195780684651831 0.0029509519109643411 0.0036826602055640622 0.0014246437422580965 0.0006265388929702025 0.0028077760666434426 0.0033462348364244957 0.0017820906243975431 0.003541674745034664 0.002994078843186213 0.0027741450085460367 0.0018429354322414165 0.0019127721719246038 0.0035927406681365475 0.0032177206937984686 0.0029356686342912677 0.0011779225913761105 0.0031561523374547956
leaf_weight=52 53 73 55 85 100 87 78 85 76 62 78 70 57 52 58 92 52 73 67 267 67 63 57 57 879 91 54 53
leaf_count=52 53 73 55 85 100 87 78 85 76 62 78 70 57 52 58 92 52 73 67 267 67 63 57 57 879 91 54 53
internal_value=0 0.00174057 0.00133648 0.00305054 0.00271553 0.00255052 0.0015136 0.00313773 0.00322616 0.00292289 0.00280201 0.00241241 0.00317875 0.00199078 0.00125715 0.00288143 0.00268021 0.00210126 0.00315025 0.0032084 0.00252408 0.00232308 0.00157097 0.0031859 0.00316564 0.00315918 0.000892638 0.00337164
internal_weight=0 640 427 2353 486 213 372 1867 1388 386 324 155 1312 130 242 479 274 126 205 1260 222 130 130 1203 1146 169 112 120
internal_count=2993 640 427 2353 486 213 372 1867 1388 386 324 155 1312 130 242 479 274 126 205 1260 222 130 130 1203 1146 169 112 120
is_linear=0
shrinkage=0.00265391


Tree=2133
num_leaves=29
num_cat=0
split_feature=3 10 15 148 16 3 43 43 15 16 1420 0 15 43 0 0 0 0 0 157 13 402 3 13 43 0 51 51
split_gain=56.5205 25.8192 19.1074 12.1876 11.3125 6.38867 9.07606 7.67165 3.26884 3.18029 2.65564 3.82244 2.73656 6.80683 3.62426 3.04932 2.49752 4.22451 2.62096 2.28857 1.89582 1.78297 1.40142 1.26945 1.62978 1.05066 0.831156 0.885825
threshold=-0.064349999999999991 -0.089679999999999982 -0.38214499999999996 -0.043434999999999994 -0.50720999999999983 0.11878500000000002 -0.049364999999999992 -0.090344999999999995 0.025430000000000005 -0.44524499999999995 -0.064239999999999978 -0.076589999999999978 0.043560000000000008 -0.084059999999999982 0.11160500000000002 -0.071749999999999994 -0.09712999999999998 -0.14259999999999998 -0.11073999999999999 -0.004729999999999999 -0.011809999999999999 -0.004559999999999999 -0.082689999999999986 0.0051600000000000005 -0.14595999999999995 -0.12259499999999998 0.092520000000000005 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 9 -4 -1 6 7 -5 19 -3 -6 16 13 -13 22 -14 17 -12 -19 -8 -9 -17 -15 26 -25 -7 27 -18
right_child=1 2 3 5 10 25 8 20 -10 -11 11 12 15 14 -16 21 23 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=0.0016139626924700967 0.00018553310659788263 0.0015585826782940153 0.0010200653096680869 0.0026756043910366569 0.0031716666066586357 0.0014435052156208197 0.0030431493754294481 0.0018006756718073357 0.0032175012663968254 0.00069624658778685768 0.003095333206452916 0.0015887534734970936 0.0023482903995781556 0.001954155651813842 0.0030696329141661678 0.0026332143608439702 0.0030879700538807655 0.0017167863612890795 0.0024871363995802196 0.0023911324456314218 0.00108363984158585 0.0033097714339062733 0.0024851210912952676 0.0028215021265061251 0.0022215555568079371 0.0019696997640138852 0.0030871611833517458 0.0027699699886885761
leaf_weight=79 69 52 67 63 81 64 53 62 69 88 56 78 103 56 68 56 74 54 91 189 52 65 122 73 67 54 82 906
leaf_count=79 69 52 67 63 81 64 53 62 69 88 56 78 103 56 68 56 74 54 91 189 52 65 122 73 67 54 82 906
internal_value=0 0.0018076 0.00194524 0.00213834 0.00264001 0.00226193 0.00240148 0.00190177 0.00268578 0.00101675 0.00267989 0.00265945 0.00246336 0.00230051 0.00252606 0.00269879 0.00273603 0.00244992 0.00220045 0.00253405 0.00147387 0.0029969 0.00231824 0.00278384 0.0025346 0.00168456 0.00281667 0.00279401
internal_weight=0 882 813 673 2111 606 488 177 311 140 2032 1951 548 324 246 224 1403 201 145 242 114 121 178 1202 140 118 1062 980
internal_count=2993 882 813 673 2111 606 488 177 311 140 2032 1951 548 324 246 224 1403 201 145 242 114 121 178 1202 140 118 1062 980
is_linear=0
shrinkage=0.00276112


Tree=2134
num_leaves=30
num_cat=0
split_feature=1 3 2 2 2 2 0 3 1 12 13 12 16 16 52 3 2 11 1 12 0 0 52 2 13 13 52 1 0
split_gain=79.298 20.6221 8.93643 8.01952 8.10998 11.0288 6.50333 5.11345 4.45848 7.39216 6.70813 2.88307 2.47379 2.3884 2.06388 1.70263 1.51573 2.25513 1.35124 1.31915 1.31872 1.1599 0.89337 1.22227 1.14714 0.993976 0.846844 0.768131 0.703202
threshold=0.10575500000000002 -0.049204999999999992 0.10656 0.14290000000000003 -1.0000000180025095e-35 0.10724500000000002 0.14054500000000003 0.090170000000000014 0.089625000000000024 0.088395000000000015 -0.016319999999999998 0.090285000000000018 0.18879500000000002 -0.026479999999999997 -0.44829999999999998 -0.082274999999999987 0.098655000000000007 0.07585500000000002 0.11539500000000001 0.094045000000000004 -0.105195 -0.14755499999999996 0.047345000000000005 0.089795000000000014 -0.0037749999999999993 -0.06286499999999999 0.10271000000000001 0.087915000000000007 -0.076204999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 15 4 -3 -6 8 -7 11 10 -10 16 22 19 -14 -2 17 20 -9 -11 -1 -12 24 -24 25 -13 -25 -22 -15
right_child=1 3 -4 -5 5 7 -8 18 9 13 21 12 14 28 -16 -17 -18 -19 -20 -21 27 -23 23 26 -26 -27 -28 -29 -30
leaf_value=0.0023508403396052318 0.0028875972897441553 0.0005914921778504376 0.0014648811579546456 0.00040884973281055651 0.0025915649253525131 0.00059819072108808688 0.0016321719220142009 0.0012596169179578673 0.0012558045213241142 0.0026162840624630065 0.001967334157427285 0.00244702589407946 0.0024408800119409351 0.0030638441388235369 0.0017290881293604659 0.0022670868409276363 0.0022910452283619247 0.0031616822892550104 0.0018645695530762154 0.0021338338220914825 0.0026510643560908867 0.00247349169193454 0.0029045662092251601 0.0027264948017688855 0.0026253116163195154 0.0019634258166753866 0.0023877420703000644 0.0029874947105173288 0.0026358205029039616
leaf_weight=103 52 87 102 99 54 61 62 52 74 75 57 59 55 59 61 80 82 62 53 88 892 75 68 79 71 63 163 52 53
leaf_count=103 52 87 102 99 54 61 62 52 74 75 57 59 55 59 61 80 82 62 53 88 892 75 68 79 71 63 163 52 53
internal_value=0 0.0014279 0.00205554 0.00106609 0.00127795 0.00154928 0.00248161 0.00121005 0.00250458 0.00227695 0.00189629 0.00256506 0.0024176 0.002562 0.00206682 0.00251175 0.00264168 0.00266758 0.00156524 0.00235599 0.00263829 0.00225514 0.00249844 0.00258762 0.00235505 0.00219753 0.00249844 0.00266963 0.00286155
internal_weight=0 640 234 406 307 220 2353 166 2291 481 206 1810 619 275 116 132 1191 1109 105 163 1047 132 503 310 193 122 242 944 112
internal_count=2993 640 234 406 307 220 2353 166 2291 481 206 1810 619 275 116 132 1191 1109 105 163 1047 132 503 310 193 122 242 944 112
is_linear=0
shrinkage=0.00265391


Tree=2135
num_leaves=27
num_cat=0
split_feature=1 3 2 2 2 2 2 1 3 2 31 49 3 2 1 3 3 3 483 1 2 133 160 42 3 2
split_gain=111.945 31.7671 9.56498 9.14421 14.4139 7.85172 4.65184 3.80624 4.12474 3.71086 3.68087 2.93964 2.38126 1.91541 2.75246 1.89049 1.78989 1.85757 1.53598 1.45698 1.45525 1.36158 1.47085 1.71659 1.3538 0.502273
threshold=0.10152500000000002 -0.049204999999999992 0.12068000000000001 -1.0000000180025095e-35 0.10979000000000001 0.11366500000000002 0.14073000000000005 0.089625000000000024 -0.14884499999999998 0.093765000000000015 -0.077289999999999984 -0.012034999999999999 0.10766000000000002 0.10523 0.11617500000000001 0.084670000000000009 -0.078254999999999977 -0.082234999999999989 -0.071719999999999992 0.093935000000000018 0.12623500000000001 0.091785000000000019 0.0065900000000000012 -0.051634999999999993 -0.055389999999999988 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 2 2 2 2 2
left_child=5 2 13 10 -5 7 12 8 -1 15 -3 -9 -6 14 -2 18 17 -13 -10 -18 -7 22 23 -11 -20 -23
right_child=1 3 -4 4 6 20 -8 11 9 21 -12 16 -14 -15 -16 -17 19 -19 24 -21 -22 25 -24 -25 -26 -27
leaf_value=0.0036241052436584726 0.0031365370781642594 0.0011017605749992162 0.0013756154932249496 0.0024430889433706502 0.0010023904404446954 0.0025746475120558606 0.00068055362035821399 0.0022735657575969565 0.0035650720626329382 0.0023686234946966784 9.8606639760781146e-05 0.0029217198753765626 0.0017577399732761755 0.0022742591674277395 0.0024211209054493562 0.0026590599347725472 0.0034703321656986614 0.0022531912756261893 0.0030962260901824011 0.0028953197509626774 0.0020099369636474647 0.0027655342746408075 0.003247132456323811 0.0029713487992741655 0.0035567911018764427 0.0024249223473878086
leaf_weight=99 97 53 53 88 52 98 100 75 63 53 59 81 83 66 72 66 53 53 1040 96 55 64 77 117 52 74
leaf_count=99 97 53 53 88 52 98 100 75 63 53 59 81 83 66 72 66 53 53 1040 96 55 64 77 117 52 74
internal_value=0 0.00172492 0.00243633 0.00125384 0.00148964 0.00297625 0.00113247 0.00302106 0.00307556 0.00304173 0.000573577 0.00276143 0.00146701 0.00267543 0.00283192 0.00311647 0.00289062 0.00265752 0.00314259 0.00310005 0.00237184 0.0028046 0.00292823 0.00278361 0.00311818 0.0025831
internal_weight=0 723 288 435 323 2216 235 2063 1705 1606 112 358 135 235 169 1221 283 134 1155 149 153 385 247 170 1092 138
internal_count=2939 723 288 435 323 2216 235 2063 1705 1606 112 358 135 235 169 1221 283 134 1155 149 153 385 247 170 1092 138
is_linear=0
shrinkage=0.00276112


Tree=2136
num_leaves=21
num_cat=0
split_feature=2 9 2 0 14 0 39 42 2 42 1429 52 52 2 1456 474 0 402 0 484
split_gain=74.5607 28.092 13.7471 12.4343 19.2621 5.94715 5.54324 3.74339 3.70084 3.25842 2.46459 2.43448 3.634 2.26837 1.96405 2.52328 1.36183 1.3573 1.99818 0.864605
threshold=0.12026500000000001 -1.0000000180025095e-35 0.17990500000000001 -0.10934999999999999 0.064610000000000015 -0.084114999999999981 0.0047850000000000011 -0.0047199999999999994 0.14073000000000005 0.091485000000000025 0.086095000000000019 0.085635000000000003 -0.07167999999999998 0.10433000000000002 0.056325000000000007 0.085960000000000023 -0.086554999999999979 1.0000000180025095e-35 -0.063509999999999983 -0.020824999999999996
decision_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 7 -2 9 -3 -7 10 14 12 -9 -14 15 -5 -16 18 19 -11
right_child=2 3 -4 6 -6 8 -8 11 -10 17 -12 -13 13 -15 16 -17 -18 -19 -20 -21
leaf_value=0.0012280733341463374 0.00098479509835139182 0.0025795668405462656 9.8554760770915156e-05 0.0027679644907177962 0.0033040894118766253 0.0021369445214941872 0.0020707750869632677 0.0021502501620211177 0.0013538524247953983 0.0028471523615580556 0.0031838408214150812 0.0022733854959600085 0.0017251469395388275 0.0010569632136222468 0.0028070657468721354 0.0023169444940558922 0.0033281627315512722 0.002921496023207315 0.0020275105176732425 0.0025017321148150589
leaf_weight=96 91 53 55 1276 87 92 84 78 69 59 100 65 84 55 67 87 66 55 53 267
leaf_count=96 91 53 55 1276 87 92 84 78 69 59 100 65 84 55 67 87 66 55 53 267
internal_value=0 0.00258309 0.00125451 0.00263437 0.00223423 0.00150669 0.00271423 0.0019563 0.0018015 0.00274085 0.00279431 0.00183907 0.00170884 0.00146095 0.00276826 0.0027392 0.00306586 0.00254416 0.00248933 0.00256433
internal_weight=0 2632 307 2536 422 252 2114 335 161 2030 1596 282 217 139 1496 1363 133 434 379 326
internal_count=2939 2632 307 2536 422 252 2114 335 161 2030 1596 282 217 139 1496 1363 133 434 379 326
is_linear=0
shrinkage=0.00255085


Tree=2137
num_leaves=23
num_cat=0
split_feature=1 4 10 42 42 0 3 13 3 3 1 51 12 3 41 4 42 12 1447 51 42 42
split_gain=4.98634 3.08145 2.82965 1.92397 1.95083 1.92094 2.35239 1.7842 2.3603 2.03191 1.48125 4.02858 2.01407 1.23973 2.27268 0.897743 0.871085 1.49405 1.19077 0.782699 1.04204 0.501296
threshold=0.12313000000000002 -0.51843499999999987 -0.063134999999999983 0.10732000000000001 0.080725000000000005 -0.014989999999999998 0.12955000000000003 -0.06724999999999999 0.11878500000000002 0.110335 0.095435000000000006 -0.085764999999999994 -0.0066799999999999993 -0.088314999999999991 0.079160000000000008 -0.0005399999999999999 0.086700000000000013 0.084175000000000014 -0.082249999999999976 -0.025069999999999999 0.085790000000000019 0.11723500000000002
decision_type=2 2 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 7 6 -4 8 -3 10 12 -12 -9 14 -6 21 19 -18 -19 -15 -21 -5
right_child=2 3 5 15 13 -7 -8 9 -10 -11 11 -13 -14 16 -16 -17 17 18 -20 20 -22 -23
leaf_value=0.0062496704825261498 -0.0018406079236700545 -0.0010847805909473317 -0.00042556722232405051 0.0011672788313603598 0.0060844421071976976 0.0039801623462671944 0.0028781083056705725 0.0055603411323903442 0.0029278196694641472 0.00028878923657108972 0.0052731019208320943 0.0010449322186252797 0.0030161356036897875 0.0049222227264321778 0.0024573179402453339 0.00034240484023293828 0.0011209979492018635 0.0051534908402610102 0.003000811348442294 0.0027756053314749772 0.0048192804238234559 0.0028783579728784607
leaf_weight=54 54 55 98 52 85 54 72 65 58 59 56 194 798 94 55 70 75 55 518 156 70 92
leaf_count=54 54 55 98 52 85 54 72 65 58 59 56 194 798 94 55 70 75 55 518 156 70 92
internal_value=0 0.0029651 0.00101045 0.00289701 0.00300985 0.00169842 0.000972765 0.00264132 0.000973473 0.002802 0.00293509 0.00199264 0.00320793 0.00343713 0.00466056 0.00163445 0.00326003 0.00296641 0.0032077 0.00385415 0.00340926 0.0022615
internal_weight=0 2661 278 2607 2393 224 170 1285 113 1172 1113 250 863 1108 140 214 968 648 573 320 226 144
internal_count=2939 2661 278 2607 2393 224 170 1285 113 1172 1113 250 863 1108 140 214 968 648 573 320 226 144
is_linear=0
shrinkage=0.0138815


Tree=2138
num_leaves=24
num_cat=0
split_feature=2 11 1 52 160 13 4 4 13 13 52 483 0 2 0 484 1429 159 49 4 0 51 13
split_gain=4.61706 2.67135 2.69655 2.25701 2.31603 1.82251 1.90029 3.8265 1.80276 3.99134 1.4402 1.2789 1.76388 1.13881 1.06211 1.04777 1.34449 1.6862 0.903154 0.863934 0.605371 0.630172 0.553566
threshold=0.12026500000000001 1.0000000180025095e-35 0.095920000000000019 -0.43279999999999996 -0.23566999999999996 -0.016759999999999994 0.082475000000000007 -0.0092699999999999987 0.084770000000000026 -0.14545999999999995 0.51371000000000011 -0.070084999999999981 -0.082454999999999987 0.17990500000000001 -0.093874999999999986 0.088580000000000006 0.084710000000000021 0.085345000000000018 0.13281000000000001 -0.012865 -0.084114999999999981 -1.0000000180025095e-35 -0.077614999999999976
decision_type=2 2 2 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 14 7 -7 9 -3 11 12 -1 18 -6 16 17 -13 20 -17 -2 -22 -16
right_child=13 8 3 4 5 6 -8 -9 -10 -11 -12 15 -14 -15 22 19 -18 -19 -20 -21 21 -23 -24
leaf_value=0.0053946572121371774 0.0005006127378639558 0.0026869684933907251 0.003969877192537513 0.0037583544706839547 0.00044611246612302541 0.00083378419391773231 0.001491105192820895 -0.003914911515790976 0.0024915088096584808 0.0076602985078605993 0.00033593917881285184 0.0023157741426359747 0.0021581292711117879 -0.0010645284053766913 0.003436524184204157 0.0026065287793354832 0.00067287722389270798 0.0037380171408636213 -0.00051091258671070094 0.0048105218973319222 0.0030150012209271358 0.001120844967899975 0.0016299226358014902
leaf_weight=65 74 63 55 52 78 72 79 52 97 53 53 1361 56 55 55 68 78 167 52 60 60 66 68
leaf_count=65 74 63 55 52 78 72 79 52 97 53 53 1361 56 55 55 68 78 167 52 60 60 66 68
internal_value=0 0.00240334 0.00227706 0.00141563 0.00110723 0.000765649 -0.000125422 -0.00115646 0.00383679 0.00496049 0.0025077 0.00256967 0.00389794 0.000673631 0.00166629 0.0024769 0.00238405 0.00247131 0.00105356 0.00364076 0.00146103 0.00202395 0.00243891
internal_weight=0 2632 2419 511 456 404 203 124 213 116 1908 1855 121 307 201 1734 1606 1528 252 128 200 126 123
internal_count=2939 2632 2419 511 456 404 203 124 213 116 1908 1855 121 307 201 1734 1606 1528 252 128 200 126 123
is_linear=0
shrinkage=0.0133425


Tree=2139
num_leaves=21
num_cat=0
split_feature=1 124 3 4 10 11 1 1 16 11 123 51 47 4 1 16 50 3 124 16
split_gain=84.7247 24.3544 11.7595 8.43004 6.63487 6.15498 5.56572 4.43129 7.21561 4.1786 4.14683 3.39717 3.17254 2.95039 2.73161 3.61086 2.47981 2.71314 2.41233 0.455804
threshold=0.12381000000000002 -0.048219999999999992 0.11745500000000002 0.049545000000000006 -0.008179999999999998 1.0000000180025095e-35 0.092900000000000024 0.095435000000000006 0.0044600000000000013 0.08235000000000002 0.090270000000000017 -0.079404999999999989 0.077735000000000012 0.40996000000000005 0.079440000000000024 -0.11807499999999999 0.12743000000000002 -0.12077499999999998 -0.086434999999999984 -0.43708999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -2 7 -1 16 -9 -7 13 -11 14 -6 15 19 17 -3 -8 -5
right_child=4 2 -4 12 10 9 18 8 -10 11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0021059979534578622 0.00015980700159070059 0.0019779717286924465 0.0015044092529217135 0.002525204560077478 0.0016249409875608125 0.0035325955628505573 0.0014384578342355118 0.0016009814052694992 0.0025795925217750766 0.0031406938352104836 0.00049552492940293028 0.0022574517291170555 0.0025044222317362691 0.0009332298319813015 0.0016012739146623477 0.0017401101623776402 0.0019685278567050887 0.0025266634022384675 0.00073194682275331993 0.0022192349734616442
leaf_weight=53 64 59 91 72 80 53 71 96 93 52 56 58 90 75 90 92 56 1528 53 57
leaf_count=53 64 59 91 72 80 53 71 96 93 52 56 58 90 75 90 92 56 1528 53 57
internal_value=0 0.00232377 0.00238758 0.00242111 0.000865617 0.00248769 0.00142709 0.00244617 0.00208266 0.00295417 0.00107957 0.00267523 0.00208983 0.00129041 0.00196976 0.0021197 0.00248797 0.00250628 0.0011367 0.00239022
internal_weight=0 2664 2487 2396 275 1995 177 1832 189 163 211 110 401 155 311 221 1643 1587 124 129
internal_count=2939 2664 2487 2396 275 1995 177 1832 189 163 211 110 401 155 311 221 1643 1587 124 129
is_linear=0
shrinkage=0.00250084


Tree=2140
num_leaves=25
num_cat=0
split_feature=9 9 2 160 160 1 0 16 48 1 0 1 48 474 52 4 16 131 4 160 16 43 4 2
split_gain=3.76587 2.57779 2.38203 3.0951 2.40913 2.61185 3.67728 2.41368 2.23354 2.05326 1.93292 1.8655 1.51384 1.41044 1.30922 1.24835 1.18708 1.61097 1.18256 0.975389 0.851149 0.791999 0.715039 0.627822
threshold=-1.0000000180025095e-35 0.093040000000000012 0.084045000000000022 0.0088350000000000008 0.019875 0.077375000000000013 0.047640000000000009 -0.4193599999999999 0.092205000000000023 0.11277000000000001 -0.10339499999999999 0.11230000000000001 0.083540000000000017 0.086675000000000016 0.083750000000000005 0.05864500000000001 -0.015214999999999998 0.090150000000000022 -0.084704999999999989 0.10323500000000001 -0.061024999999999989 -0.082689999999999986 0.05864500000000001 0.10669500000000001
decision_type=2 2 2 2 2 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 13 7 11 12 -9 -2 -7 19 14 18 16 20 -18 -4 22 -12 -21 -6 -16
right_child=1 -3 4 -5 8 6 -8 9 -10 -11 15 -13 -14 -15 23 -17 17 -19 -20 21 -22 -23 -24 -25
leaf_value=-0.0006288761770169225 0.00443817335333888 -0.00080743110345991203 -0.00050529972557909026 0.00020260135828984035 0.0039313889502789363 0.0030860345996951218 0.00279832379652642 -0.0013434851802652853 0.0045735135702074589 0.00061354205003098501 0.0024226598681840674 0.00041223578593195688 0.0005558912849837537 0.0033133366620975878 0.0021273007060445617 0.00071797876751996271 0.0042743579844591907 0.0021286428268912838 0.0013501320028643869 0.0007517113964304519 0.0008366578190882151 0.0026804924309246042 0.0021259031925830157 0.001052370319918788
leaf_weight=98 74 55 54 83 77 61 98 148 58 153 269 92 74 72 519 56 109 90 443 60 58 60 52 90
leaf_count=98 74 55 54 83 77 61 98 148 58 153 269 92 74 72 519 56 109 90 443 60 58 60 52 90
internal_value=0 0.00173153 0.00178057 0.00235983 0.00157773 0.00138974 0.000716845 0.000267261 0.00243105 -0.000348297 0.00263257 0.00147909 0.00204594 0.00170494 0.00160012 0.00240278 0.00258191 0.00330457 0.00114828 0.00248826 0.00214174 0.00171716 0.00320458 0.00196865
internal_weight=0 2905 2850 739 2111 1730 552 454 381 301 656 153 323 1178 1106 582 526 199 497 249 327 120 129 609
internal_count=3003 2905 2850 739 2111 1730 552 454 381 301 656 153 323 1178 1106 582 526 199 497 249 327 120 129 609
is_linear=0
shrinkage=0.0118477


Tree=2141
num_leaves=24
num_cat=0
split_feature=1 3 1 124 47 3 3 3 49 49 157 3 3 16 133 16 13 133 484 16 3 16 16
split_gain=93.7619 21.6405 8.78285 7.42225 5.34019 3.99568 3.66221 5.52561 3.48075 2.60888 4.52613 3.80454 2.84194 2.41328 2.61913 2.36878 2.17501 2.04641 1.8741 1.58178 1.36707 2.88971 0.89061
threshold=0.10509 -0.049204999999999992 0.14720000000000003 -0.082389999999999977 0.082465000000000024 -0.14954999999999999 0.076825000000000018 0.30863500000000005 0.11530000000000001 -0.014479999999999998 -1.0000000180025095e-35 -0.088584999999999983 0.040040000000000006 -0.071129999999999985 -0.037434999999999989 -0.090174999999999991 -0.011809999999999999 0.095345000000000013 0.087420000000000012 -0.00083999999999999993 -0.12077499999999998 -0.16956499999999999 0.18879500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 6 -1 5 -2 16 -8 9 10 -5 -12 13 20 19 -13 -3 -10 -16 -15 -11 -22 -14
right_child=1 2 -4 8 -6 -7 7 -9 17 12 11 15 22 14 18 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.0017923090547711739 0.0022306105638399431 0.0011338112056321738 2.5111404559679713e-05 0.0030777364002889905 0.0026578897929835127 0.0012933018851437193 0.00195516057631335 0.00088490726781799412 0.0024974117341007825 0.0032191717808097899 0.0015105559527595527 0.0019619490281000069 0.003410580157340417 0.0024803554784284029 0.0025878195850676006 0.0027632817443659966 0.0004676209845873604 0.0017642422766483954 0.0030450881467920235 0.0017839407010430905 0.0022060667821376754 0.0028187035030670911 0.0028897884619848431
leaf_weight=90 75 100 72 63 84 82 90 77 80 62 54 54 61 62 667 78 73 56 88 52 73 755 55
leaf_count=90 75 100 72 63 84 82 90 77 80 62 54 54 61 62 667 78 73 56 88 52 73 755 55
internal_value=0 0.00136333 0.000955226 0.00261857 0.00206088 0.00174126 0.0011521 0.00146188 0.00265146 0.00268063 0.00239776 0.00216728 0.00271817 0.00268876 0.00257846 0.0024357 0.000852883 0.00219575 0.00264116 0.00216297 0.00279642 0.00276473 0.00316392
internal_weight=0 653 412 2350 241 157 340 167 2260 2124 249 186 1875 1759 869 132 173 136 755 114 890 828 116
internal_count=3003 653 412 2350 241 157 340 167 2260 2124 249 186 1875 1759 869 132 173 136 755 114 890 828 116
is_linear=0
shrinkage=0.00293013


Tree=2142
num_leaves=23
num_cat=0
split_feature=1 3 39 1 4 15 1 14 4 0 0 160 52 39 3 4 52 4 15 42 4 51
split_gain=121.368 24.5591 11.6986 8.52576 6.9783 7.63847 5.9982 5.17694 4.85954 3.82997 4.00312 4.44329 3.74982 3.55655 3.22956 2.54599 1.94019 2.97422 2.35178 1.20257 0.934616 0.887306
threshold=0.10932500000000002 -0.049204999999999992 0.0039300000000000003 0.12381000000000002 0.27420500000000009 -0.41956999999999994 0.088035000000000016 0.073890000000000011 0.053925000000000008 -0.13409999999999997 -0.076204999999999981 -0.080884999999999985 -0.011964999999999998 0.088485000000000008 -0.081334999999999977 0.061295000000000009 0.0035300000000000006 0.24814500000000003 -0.075094999999999981 -0.14148999999999998 0.065755000000000008 -0.094084999999999988
decision_type=2 2 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 15 12 13 -4 8 9 -1 19 -12 -3 -6 -13 -2 17 20 -18 -11 -10 -21
right_child=1 4 6 -5 5 -7 -8 -9 16 10 11 14 -14 -15 -16 -17 18 -19 -20 21 -22 -23
leaf_value=0.0024110561539561828 0.0030547665224106178 0.0011278647589906506 0.0027488272996905776 0.0014464519540451372 0.001543665295033453 6.8151649373798762e-06 0.0017028225144943895 0.0035943273299591559 0.0023281829311529827 0.0034520612202327346 0.0021896218825519301 0.0031289651697186728 0.0020425294013696671 0.0006143137223273054 0.0026478020498368633 0.0022414174535813768 0.0032431098645696026 0.0018530971717502277 0.0024352470992366243 0.0026902580133996616 0.0028124712703918521 0.0030506083449131764
leaf_weight=99 64 97 75 67 65 81 95 83 52 56 86 206 53 61 223 55 57 56 54 56 77 1185
leaf_count=99 64 97 75 67 65 81 95 83 52 56 86 206 53 61 223 55 57 56 54 56 77 1185
internal_value=0 0.00142159 0.00286398 0.00223524 0.000997586 0.000668707 0.00216447 0.0029159 0.00289037 0.00294147 0.00297043 0.00276387 0.00145124 0.00109398 0.00287892 0.0026791 0.0025604 0.00238626 0.00285036 0.00305243 0.00261748 0.00303437
internal_weight=0 543 2460 186 357 207 170 2290 2207 1911 1812 515 150 126 429 119 296 185 111 1297 129 1241
internal_count=3003 543 2460 186 357 207 170 2290 2207 1911 1812 515 150 126 429 119 296 185 111 1297 129 1241
is_linear=0
shrinkage=0.00276112


Tree=2143
num_leaves=19
num_cat=0
split_feature=15 13 49 49 16 0 150 13 43 0 13 0 16 16 49 42 15 15
split_gain=60.5675 34.1962 14.8271 13.0804 7.85226 7.37335 4.56585 4.03143 3.94386 3.74429 3.43272 3.11825 8.87705 3.10232 2.84674 2.20023 2.04421 1.303
threshold=-0.2987999999999999 -0.17030499999999998 -0.014479999999999998 0.13906000000000002 -0.53242499999999993 -0.074504999999999988 -0.029954999999999999 -1.0000000180025095e-35 -0.083284999999999984 -0.10298499999999998 -0.14258499999999999 -0.061674999999999994 0.066010000000000013 0.22339500000000004 -0.087529999999999983 0.085585000000000008 -0.082809999999999981 -0.025879999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 16 4 6 -3 9 -4 15 -7 14 -8 13 -13 -12 -6 -1 -2 -11
right_child=1 2 3 -5 5 8 10 -9 -10 17 11 12 -14 -15 -16 -17 -18 -19
leaf_value=0.00071199049560926719 0.0018013822651043127 0.0014130465177770418 0.0022271032094495088 0.0019553876669012689 0.0027936621976769574 0.0014077893193113491 0.0035265255600471185 0.0017618848022268407 0.0023747129347981249 0.003237257190591696 0.0029581788547370447 0.0019468719983161029 0.0029086775575047881 0.002561649462145787 0.0020031170452376652 0.0013569867570164408 0.0011506163023311416 0.0027400036938978883
leaf_weight=59 52 52 65 100 52 52 54 89 54 63 1583 82 226 135 64 76 73 72
leaf_count=59 52 52 65 100 52 52 54 89 54 63 1583 82 226 135 64 76 73 72
internal_value=0 0.00270027 0.00276048 0.00284032 0.00232219 0.00245454 0.00288156 0.00134821 0.00190063 0.00268836 0.002902 0.00288534 0.0026527 0.00292704 0.00235773 0.0010753 0.00142155 0.00297225
internal_weight=0 2779 2654 2245 409 357 2145 224 106 251 2080 2026 308 1718 116 135 125 135
internal_count=3003 2779 2654 2245 409 357 2145 224 106 251 2080 2026 308 1718 116 135 125 135
is_linear=0
shrinkage=0.00250084


Tree=2144
num_leaves=23
num_cat=0
split_feature=4 39 3 42 2 3 0 13 13 0 4 12 42 39 3 4 133 4 133 3 52 13
split_gain=169.389 44.3859 35.7747 13.8924 12.9721 10.6089 9.43307 7.87646 5.71505 3.82846 6.38875 5.37493 3.54382 2.84499 2.59628 2.93407 2.51864 2.25099 1.45741 1.20173 1.13202 0.615288
threshold=0.31392000000000003 0.08252000000000001 0.25089000000000006 -0.0047199999999999994 0.10085000000000001 -0.082634999999999986 -0.13165999999999997 -0.039559999999999991 -1.0000000180025095e-35 -0.076384999999999995 -0.17568999999999999 0.091735000000000025 0.095670000000000019 0.055555000000000007 -0.12711499999999995 0.053925000000000008 0.093995000000000009 -0.040394999999999993 -0.059689999999999993 -0.020049999999999995 0.008405000000000001 -0.059629999999999996
decision_type=2 2 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 9 -2 -6 -5 13 14 -11 -12 16 -7 -1 19 18 -13 -8 -16 -17 -14
right_child=5 3 -4 7 6 8 12 -9 -10 10 11 17 21 -15 15 20 -18 -19 -20 -21 -22 -23
leaf_value=0.0036581461651822361 0.0016223805921917907 0.0028950310583157829 0.00081682974052511425 0.0020362373006286381 0.0016052918775293695 -0.00027290236198532734 0.0026701404317523423 0.00087244242174513206 0.0010951401786993731 0.0035566202256766713 0.0019270374779662624 0.0030664740392253504 0.0025655115788651935 0.00049473214737327906 0.0031881402186729004 0.0025774569209473402 0.0024203751127325275 0.0024831195699932711 0.0031726772750955488 0.0034852823663903856 0.0030894826193262892 0.002146847639285633
leaf_weight=87 90 59 54 75 57 55 56 99 85 82 54 153 53 99 1234 78 57 72 185 111 55 53
leaf_count=87 90 59 54 75 57 55 56 99 85 82 54 153 53 99 1234 78 57 72 185 111 55 53
internal_value=0 0.0028886 0.00299637 0.00175946 0.00304567 0.000830088 0.00263739 0.00137424 0.000531614 0.00314338 0.00289126 0.0026956 0.00278293 0.000220389 0.00320151 0.00317462 0.00293454 0.00287993 0.00305603 0.00321268 0.00278941 0.00235645
internal_weight=0 2674 2441 233 2387 329 461 174 239 1926 361 279 404 154 1565 1478 298 225 241 1345 133 106
internal_count=3003 2674 2441 233 2387 329 461 174 239 1926 361 279 404 154 1565 1478 298 225 241 1345 133 106
is_linear=0
shrinkage=0.00270699


Tree=2145
num_leaves=22
num_cat=0
split_feature=4 2 124 2 4 0 150 4 0 4 14 16 0 0 2 401 4 4 0 16 124
split_gain=99.8957 27.6605 11.2788 11.1645 8.7105 7.11803 14.2917 12.1359 8.13006 4.58439 3.4052 4.37653 3.05951 2.64986 2.1384 2.12466 2.00622 1.99871 1.85703 1.79238 1.69928
threshold=0.31392000000000003 0.13388500000000003 -0.082254999999999981 0.14019000000000004 -0.082509999999999986 -0.11471499999999998 0.083205000000000015 0.0067750000000000006 -0.049024999999999992 0.046185000000000004 -1.0000000180025095e-35 -0.50318999999999992 -0.13955999999999996 -0.097224999999999992 0.11248000000000001 0.021890000000000003 -0.5109999999999999 -0.092854999999999979 -0.050249999999999996 -0.055004999999999991 -0.087809999999999985
decision_type=2 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 10 12 6 7 -6 9 13 -2 14 -4 -7 -12 16 -14 -18 -3 -11 -1
right_child=3 18 4 -5 5 8 -8 -9 -10 19 11 -13 15 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=0.0026450459124385426 0.0022461818952687496 0.001252098516300028 0.0040268314191492325 0.00035004707889643054 0.0019584966252482114 0.0038625507830677389 0.0014428357969570394 0.0037171625412488144 0.0020033254743879762 0.0029786397336244146 0.0021894589211076685 0.00080434611257364274 0.0039636250229723082 0.0031839911027042762 0.0013761128491753382 0.0028059559885272108 0.0031465743176882057 0.0035361960967353907 0.0019991856516205267 0.0024511654417406544 0.0019505654648991409
leaf_weight=52 55 58 67 82 54 52 70 90 56 136 53 65 53 1204 59 54 211 250 57 95 74
leaf_count=52 55 58 67 82 54 52 70 90 56 136 53 65 53 1204 59 54 211 250 57 95 74
internal_value=0 0.00302854 0.00309274 0.00127988 0.00313778 0.00303133 0.00252974 0.00305788 0.00310087 0.00314218 0.0016084 0.00141004 0.00343227 0.00321211 0.00176128 0.00336208 0.00342045 0.00335793 0.00162267 0.00276185 0.00223742
internal_weight=0 2633 2518 314 2392 1757 214 144 1543 1487 232 177 635 1256 112 568 514 461 115 231 126
internal_count=2947 2633 2518 314 2392 1757 214 144 1543 1487 232 177 635 1256 112 568 514 461 115 231 126
is_linear=0
shrinkage=0.00293013


Tree=2146
num_leaves=11
num_cat=0
split_feature=3 40 30 49 1 11 1429 1455 0 0
split_gain=6.2772 2.96072 2.41032 1.83465 1.7754 1.59757 1.63644 1.68511 1.64325 1.59266
threshold=0.25089000000000006 0.0045850000000000005 0.086220000000000019 -0.15447499999999997 0.14228000000000005 0.087830000000000005 -0.09168999999999998 0.10548500000000001 0.14054500000000003 -0.032274999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 -5 8 -8 -7
right_child=4 -3 -4 5 -6 9 7 -9 -10 -11
leaf_value=0.0044354175606575513 0.00082615266472635211 -0.00018603115770199523 -0.0001067638688207848 0.004571603645041865 -0.0020524171803201199 0.0055141821915181514 0.0022753719251461147 0.0043400942947506476 0.0043963296918786464 0.002548946819048159
leaf_weight=76 87 64 53 53 52 52 2329 65 57 59
leaf_count=76 87 64 53 53 52 52 2329 65 57 59
internal_value=0 0.00243287 0.00249401 0.00254528 -0.000249776 0.00249029 0.00242601 0.00237956 0.0023261 0.00393925
internal_weight=0 2808 2744 2691 139 2615 2504 2451 2386 111
internal_count=2947 2808 2744 2691 139 2615 2504 2451 2386 111
is_linear=0
shrinkage=0.0123264


Tree=2147
num_leaves=18
num_cat=0
split_feature=4 13 39 457 4 52 13 16 16 39 1186 12 12 13 160 52 15
split_gain=83.0396 17.3041 15.009 6.74756 6.67929 4.56457 3.83538 3.6274 3.52728 3.70731 3.37283 3.73489 2.62807 2.34628 2.23331 1.76803 0.605947
threshold=0.27258000000000004 -0.16392499999999996 0.055555000000000007 0.10538500000000002 0.05309500000000001 -0.0092149999999999992 -0.052124999999999998 -0.15190499999999998 -0.4136149999999999 0.093500000000000014 0.084100000000000022 0.11697000000000002 0.093125000000000013 -0.069444999999999993 -0.015684999999999994 -0.087094999999999992 -0.062734999999999985
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 7 -1 -4 -3 9 13 11 -9 14 -2 -6 -8 -14
right_child=8 2 6 -5 12 -7 15 10 -10 -11 -12 -13 16 -15 -16 -17 -18
leaf_value=0.00097535970192387587 0.0012144966997819392 0.0034401729766827993 0.0024834742332807249 0.0017158117361690537 0.0021196915705178265 0.0020906006874561443 0.0020366050407117707 0.0027827068702379501 0.00071755373003405123 0.00071569716193797535 0.0020884241624028188 0.0021345043859379328 0.0021978495577075073 0.001834528554002465 0.0028275451303622309 0.0014099656701981194 0.0018276773914371776
leaf_weight=56 93 56 59 52 52 52 55 1794 100 56 57 68 78 87 90 84 58
leaf_count=56 93 56 59 52 52 52 55 1794 100 56 57 68 78 87 90 84 58
internal_value=0 0.00257413 0.00261992 0.00268139 0.00270366 0.0015126 0.00190421 0.00275904 0.00114427 0.00132495 0.00273915 0.00275905 0.00231017 0.00151434 0.00256853 0.00165812 0.00204019
internal_weight=0 2611 2503 2305 2253 108 198 1975 336 236 1919 1862 278 180 142 139 136
internal_count=2947 2611 2503 2305 2253 108 198 1975 336 236 1919 1862 278 180 142 139 136
is_linear=0
shrinkage=0.00270699


Tree=2148
num_leaves=24
num_cat=0
split_feature=15 2 12 3 52 2 52 150 12 3 12 150 16 14 43 16 52 15 52 42 52 15 156
split_gain=183.011 96.3683 33.6753 32.1446 11.3161 10.4631 10.1706 9.67656 8.59096 8.38182 8.46038 5.52923 9.54348 3.40598 3.91149 2.32447 4.08633 2.2947 1.86279 2.33976 1.46643 0.991879 0.426757
threshold=-0.24211499999999997 0.11183000000000003 -0.041014999999999989 -0.031895 -0.41694999999999993 -0.007134999999999999 0.042815000000000006 1.0000000180025095e-35 -0.020034999999999994 0.10856000000000002 0.092755000000000018 0.083295000000000022 -0.052894999999999991 0.073890000000000011 0.0046950000000000004 0.20277000000000003 -0.51296999999999993 -0.45775499999999997 0.029970000000000007 -0.081829999999999986 0.10271000000000001 -0.070974999999999983 0.08759500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 4 -3 -2 -6 21 17 10 11 13 -13 14 -4 18 -17 -1 19 -12 -20 -5 -14
right_child=1 3 9 7 6 -7 -8 -9 -10 -11 15 12 22 -15 -16 16 -18 -19 20 -21 -22 -23 -24
leaf_value=-0.00036805945558371399 0.00041939583999457621 0.0030282813093111473 0.0031117855426825328 0.00047721085476293946 0.00079362657684407649 0.0020161372882008533 0.0023282017394415061 -0.00066070835553271707 0.00048826578133226298 0.0016821947058886077 0.0029781591451252414 0.0015512838445873567 0.0032454774542961381 0.0037233120287479592 0.0026073813034132995 0.0027680811400867889 0.0017297969111110391 -0.0011480932376348974 0.0032078092007445046 0.0023121801412326701 0.0027178589794482596 0.0010421086647870235 0.0028529190911394816
leaf_weight=85 57 62 1096 53 82 103 73 67 94 52 67 60 52 71 158 69 67 56 83 163 166 59 52
leaf_count=85 57 62 1096 53 82 103 73 67 94 52 67 60 52 71 158 69 67 56 83 163 166 59 52
internal_value=0 0.00253786 0.00277083 0.00117524 0.00194863 0.0014475 0.00151657 0.000237481 -0.00021141 0.00286903 0.00289834 0.00302028 0.00250157 0.00308445 0.00304826 0.00260307 0.00225681 -0.000678086 0.00270132 0.00250632 0.0028813 0.000775076 0.00304951
internal_weight=0 2712 2316 396 217 160 155 179 235 2156 2104 1489 164 1325 1254 615 136 141 479 230 249 112 104
internal_count=2947 2712 2316 396 217 160 155 179 235 2156 2104 1489 164 1325 1254 615 136 141 479 230 249 112 104
is_linear=0
shrinkage=0.00298873


Tree=2149
num_leaves=17
num_cat=0
split_feature=3 148 15 9 4 3 51 1 3 133 133 4 1 2 42 1209
split_gain=5.49748 2.42649 3.9725 3.22901 2.18444 2.30938 1.60412 1.59628 1.83344 1.25424 1.8384 2.00742 1.44578 1.01042 1.25714 0.792399
threshold=0.25089000000000006 -1.0000000180025095e-35 -0.0078249999999999986 0.089020000000000016 0.25367000000000006 -0.0031199999999999995 0.080080000000000026 0.090540000000000023 0.086845000000000019 0.087455000000000019 0.085785000000000014 -0.10701499999999999 0.10234000000000001 0.092385000000000009 0.086375000000000021 -0.032114999999999998
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 9 -2 8 -7 10 11 -3 15 -6 -15 -11
right_child=6 3 -4 -5 13 7 -8 -9 -10 12 -12 -13 -14 14 -16 -17
leaf_value=0.0026630297761983251 -0.0014729423663737023 0.0013057814430221758 -0.0022806906245223879 0.0063529773277760746 -0.00039162367431585095 0.0051807233595447949 0.0017209755240623862 0.0055980796746188831 0.0018378460284152848 0.00069555748655292075 0.0048616273852129157 0.0029953408798068125 -0.00011946643146580015 0.0029859916185254525 0.00056537706948903035 0.0025346407472870728
leaf_weight=94 86 167 53 52 52 58 53 99 84 54 96 1226 53 99 82 539
leaf_count=94 86 167 53 52 52 58 53 99 84 54 96 1226 53 99 82 539
internal_value=0 0.00268739 0.000879551 0.0027872 0.00271607 0.002847 -0.000254008 0.0041883 0.00320433 0.00269552 0.00292638 0.0027929 0.00216316 0.0013803 0.00189021 0.00236743
internal_weight=0 2808 147 2661 2609 2376 139 241 142 2135 1489 1393 646 233 181 593
internal_count=2947 2808 147 2661 2609 2376 139 241 142 2135 1489 1393 646 233 181 593
is_linear=0
shrinkage=0.0144423


Tree=2150
num_leaves=23
num_cat=0
split_feature=15 13 49 49 49 51 0 0 0 15 0 15 13 52 0 0 15 51 0 15 13 13
split_gain=117.335 73.1186 35.9291 18.4683 15.6154 11.2226 7.97468 6.99349 7.10746 6.83939 9.75859 16.7951 6.53861 6.2283 11.3618 4.83826 2.61838 1.96471 1.42116 0.815198 0.66737 0.578552
threshold=-0.24211499999999997 -0.16392499999999996 -0.034759999999999992 -0.06017999999999999 0.13022500000000004 -0.014829999999999998 0.0040950000000000005 -0.068669999999999995 -0.12851999999999997 0.025430000000000005 -0.11073999999999999 -0.10271999999999999 -0.0073899999999999999 -0.45635499999999996 -0.061204999999999989 -0.099244999999999986 0.093185000000000004 0.080080000000000026 -0.037444999999999992 0.086885000000000004 -0.065539999999999987 -0.09330999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 17 3 5 9 -3 12 8 -7 10 11 -4 21 18 -15 -11 19 -2 -12 -17 -18 -1
right_child=1 2 4 -5 -6 7 -8 -9 -10 15 13 -13 -14 14 -16 16 20 -19 -20 -21 -22 -23
leaf_value=0.001872020854286543 0.0020755068782264095 0.0043953143391764395 0.0040811929319768594 0.0018228549512843742 0.0030390585138112521 0.002834828218054189 0.00088018086251492877 0.0023443209388789663 0.0040438484003767162 0.0049974827708403925 0.0043836837410363757 0.0020476603945171149 0.0027587663580940732 0.0041660289058863707 0.0032938618209790282 0.0045030441532409125 0.0041854286539348634 0.0013567025742442025 0.0048904902703674107 0.0042922302668321494 0.0039224116350055505 0.0014607843825342141
leaf_weight=57 73 76 85 67 102 75 55 63 80 81 129 52 73 619 147 275 187 52 69 337 140 54
leaf_count=57 73 76 85 67 102 75 55 63 80 81 129 52 73 619 147 275 187 52 69 337 140 54
internal_value=0 0.00388087 0.00398265 0.00315819 0.00411652 0.0034624 0.00182208 0.00313703 0.00345903 0.00416832 0.00401402 0.00330956 0.00210347 0.00411411 0.00399869 0.00433485 0.00427766 0.00177672 0.00456045 0.00438701 0.00407291 0.00167223
internal_weight=0 2709 2584 361 2223 294 239 218 155 2121 1101 137 184 964 766 1020 939 125 198 612 327 111
internal_count=2948 2709 2584 361 2223 294 239 218 155 2121 1101 137 184 964 766 1020 939 125 198 612 327 111
is_linear=0
shrinkage=0.00281635


Tree=2151
num_leaves=18
num_cat=0
split_feature=10 4 3 3 15 0 12 157 48 15 123 15 1447 48 3 4 12
split_gain=5.03096 2.67527 3.75323 2.76406 5.8286 2.1895 2.08652 1.93664 1.90456 1.80582 1.50352 1.44061 1.38317 1.88247 1.24489 1.02706 0.747802
threshold=-0.089679999999999982 -0.033649999999999992 -0.15105999999999997 0.09722500000000002 -0.043134999999999993 -0.15270499999999995 -1.0000000180025095e-35 -0.082869999999999985 0.091600000000000015 -0.45371999999999996 1.0000000180025095e-35 -0.19153499999999998 -0.085574999999999984 0.0036150000000000006 -0.096099999999999977 -0.14088999999999999 -0.088684999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 9 8 -2 -7 -8 -5 -4 11 -11 -9 15 -13 -14 -12
right_child=1 2 3 4 -6 6 7 12 -10 10 16 14 13 -15 -16 -17 -18
leaf_value=-0.00071971228298905933 0.0045702314985953682 -0.00087031023575398579 0.00021223103678883119 0.0027958905131575179 -0.0024475457644829749 9.5311969739199189e-05 0.0042644973011396158 0.00043906853876159255 0.00015865767492958177 0.003781437132595945 0.0018143348692922191 0.0007859406604950026 0.0013943310947167526 0.0044391078582518154 0.0022560441351536062 0.0023844024304810561 -3.7068333406838967e-05
leaf_weight=91 56 72 69 92 59 55 66 52 58 74 55 82 160 53 870 926 58
leaf_count=91 56 72 69 92 59 55 66 52 58 74 55 82 160 53 870 926 58
internal_value=0 0.00199919 0.0016649 0.0017938 0.000583822 0.00236295 0.00226864 0.00236364 0.00177697 0.00200305 0.00211143 0.00224881 0.0022582 0.00234115 0.00212955 0.00223865 0.000862981
internal_weight=0 2857 1489 1417 209 1368 1312 1257 150 1208 1139 1026 1191 1139 952 1086 113
internal_count=2948 2857 1489 1417 209 1368 1312 1257 150 1208 1139 1026 1191 1139 952 1086 113
is_linear=0
shrinkage=0.0113877


Tree=2152
num_leaves=31
num_cat=0
split_feature=1 2 12 4 4 12 1 4 4 12 2 2 12 4 2 16 12 1429 12 1429 15 1447 1 16 12 1 51 15 2 12
split_gain=135.44 21.5557 15.6006 14.7567 11.5701 11.4081 12.1092 8.94747 6.23401 5.63274 4.1938 3.90894 3.88416 3.7612 2.76507 2.67333 2.3795 2.93566 2.28273 1.77467 1.76591 1.36897 1.04324 1.19396 1.19283 1.02871 0.655098 0.617761 0.464805 0.147236
threshold=0.10921500000000002 0.14253500000000002 0.085075000000000026 0.049545000000000006 0.25367000000000006 0.056995000000000011 0.092845000000000025 -0.018964999999999999 0.31392000000000003 -0.0066799999999999993 -1.0000000180025095e-35 0.17553000000000005 0.092755000000000018 -0.078249999999999986 0.090020000000000017 -0.071129999999999985 0.10508500000000001 0.086095000000000019 0.083335000000000006 0.08401500000000002 -0.077474999999999988 -0.085574999999999984 0.089245000000000005 -0.14463999999999996 0.092475000000000016 0.11869500000000001 0.0045000000000000014 0.091195000000000012 0.11231500000000001 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 2 2 2 2 2 2 2 2
left_child=3 2 10 5 -4 6 9 -8 12 -1 -2 -3 14 -11 -5 22 17 19 -16 21 25 -17 23 -7 -24 -12 27 -25 -14 -28
right_child=1 11 4 8 -6 15 7 -9 -10 13 20 -13 28 -15 18 16 -18 -19 -20 -21 -22 -23 24 26 -26 -27 29 -29 -30 -31
leaf_value=0.0048515832459143067 0.0018053791771524522 0.00192836681392657 0.0041774729698261922 0.004497288020692867 0.0024394327937602663 0.0048426419715769265 0.0037155182924465558 0.0021199951493329015 0.0026497477845014265 0.0042298397148314354 0.0026188373542823128 0.00089158694309453637 0.0030700752027617529 0.0032393885457327265 0.0032774249633485144 0.0037697413934185127 0.0036975858823322257 0.0047542834302539685 0.0040436836819990026 0.003629640232620605 0.0029857773082746274 0.0042178010065024394 0.0037765355101472549 0.004460804584420254 0.0044060432901854105 0.0020667626311792861 0.0042904989883212653 0.0041479408440249291 0.0034521650795549231 0.0040536914159844681
leaf_weight=59 86 58 90 55 52 53 60 61 60 70 68 68 59 63 59 66 95 73 79 56 64 642 52 464 54 52 52 65 56 57
leaf_count=59 86 58 90 55 52 53 60 61 60 70 68 68 59 63 59 66 95 73 79 56 64 642 52 464 54 52 52 65 56 57
internal_value=0 0.00243015 0.00275457 0.00405633 0.00354123 0.00415375 0.00363831 0.00291142 0.00351567 0.00409623 0.00234074 0.00136908 0.00368426 0.00376091 0.00393903 0.00424704 0.00413986 0.00419002 0.00371631 0.00413606 0.00259079 0.00417608 0.00437233 0.00441444 0.00409752 0.00237987 0.00437882 0.00442242 0.00325641 0.00416695
internal_weight=0 538 412 2410 142 2042 313 121 368 192 270 126 308 133 193 1729 932 837 138 764 184 708 797 691 106 120 638 529 115 109
internal_count=2948 538 412 2410 142 2042 313 121 368 192 270 126 308 133 193 1729 932 837 138 764 184 708 797 691 106 120 638 529 115 109
is_linear=0
shrinkage=0.00293013


Tree=2153
num_leaves=24
num_cat=0
split_feature=2 4 49 2 52 4 14 16 16 9 52 13 43 4 13 4 16 12 147 52 51 12 51
split_gain=4.04663 2.22211 5.14704 2.27913 3.22017 3.06336 2.20317 3.10421 2.02401 2.88864 2.13344 1.80848 1.65858 1.57933 1.58411 1.49612 1.29844 1.32019 0.93982 1.04404 0.818775 0.801869 0.767323
threshold=0.17553000000000005 -0.033649999999999992 -0.058504999999999995 0.093320000000000014 -0.091329999999999981 -0.016339999999999997 -0.13131999999999996 -0.0092499999999999978 -0.0057949999999999989 0.083710000000000021 -0.018824999999999998 -0.095574999999999979 -0.18906999999999999 -0.49269499999999994 -0.13226499999999999 0.028075000000000006 -0.097179999999999975 0.084235000000000018 0.085900000000000018 0.25240000000000001 -0.085259999999999989 0.088745000000000004 -0.047864999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 15 -3 -6 18 9 11 22 -7 -4 21 -15 -5 -16 -18 19 -8 -13 -14 -10
right_child=-2 3 12 4 6 8 7 -9 10 -11 -12 20 13 14 16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.0061106730778100653 -0.00095744023439824891 -2.3385514474700686e-05 0.00056934849347218804 0.0042425629638261726 0.0028531132022469518 0.0043279282801287006 0.0002918228735587155 -0.0019777472239376993 0.0036400670829552163 -0.00065064349719861118 0.0053128542718751904 0.0034780138212372842 0.0045343857575309912 9.0390158721259829e-05 0.0041259675397237435 0.0016016762207944043 0.0010075018871943842 0.0023638785735685575 0.0023850659899844473 0.0021234618368451484 0.0018461985489294991 0.0025376529202729143 0.0016559880042580715
leaf_weight=54 71 91 86 63 64 59 279 70 53 56 64 53 70 52 56 68 125 873 52 57 409 55 68
leaf_count=54 71 91 86 63 64 59 279 70 53 56 64 53 70 52 56 68 125 873 52 57 409 55 68
internal_value=0 0.00202015 0.00237943 0.001693 0.0011445 0.00211273 0.000710535 0.000410849 0.00236801 0.00200775 0.0034909 0.00229374 0.00222634 0.00234199 0.00219327 0.00287273 0.00229689 0.00219412 0.00084212 0.000602939 0.00203368 0.00365688 0.00252614
internal_weight=0 2877 1371 1506 653 853 522 458 762 577 185 521 1317 1231 1106 131 1054 998 388 336 462 125 121
internal_count=2948 2877 1371 1506 653 853 522 458 762 577 185 521 1317 1231 1106 131 1054 998 388 336 462 125 121
is_linear=0
shrinkage=0.0123264


Tree=2154
num_leaves=21
num_cat=0
split_feature=39 13 16 43 52 52 16 132 52 52 16 51 13 16 13 52 123 16 43 52
split_gain=57.3871 43.6196 22.3731 10.0565 9.83195 7.86963 6.28123 4.7281 4.46553 4.34637 3.72757 4.12745 3.49253 3.16337 2.95108 2.30311 2.15707 3.774 1.62041 0.121352
threshold=0.0047850000000000011 -0.16392499999999996 -0.26194999999999996 0.056805000000000008 0.042815000000000006 -0.5528599999999998 -0.0048749999999999991 0.086470000000000005 -0.085009999999999988 0.047800000000000009 -0.14669499999999996 0.0064150000000000014 -1.0000000180025095e-35 -0.10850999999999998 0.10621000000000001 -0.049669999999999999 0.089155000000000012 -0.090344999999999995 1.0000000180025095e-35 0.14873500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 12 -4 10 14 -2 16 -7 13 -3 -12 18 -13 17 -10 -8 -6
right_child=8 2 5 -5 19 6 7 -9 9 -11 11 15 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0012365492767703338 0.0025860543461046675 0.0026411484603999784 0.0041957007663391034 0.0027603771573777676 0.0030946382580097987 0.0041416862581250477 0.0033617791521423491 0.0025108141743073204 0.0023417259431857129 0.0023771314003540873 0.0029078991558620839 0.0026328953204398198 0.0017404082235837424 0.0035649070999287584 0.0026098934242111535 0.0032800938832823236 0.0011704826186479103 0.001319122039289543 0.0028432845522558853 0.0033054095088834727
leaf_weight=98 82 54 100 53 52 67 481 79 56 80 62 59 94 1075 53 174 64 59 54 52
leaf_count=98 82 54 100 53 52 67 481 79 56 80 62 59 94 1075 53 174 64 59 54 52
internal_value=0 0.00324123 0.00333158 0.0017716 0.00253616 0.00342251 0.00338575 0.0031594 0.00201238 0.00183064 0.00349078 0.00345893 0.00206926 0.00352911 0.00324649 0.00311634 0.00158623 0.00181735 0.0033095 0.00320031
internal_weight=0 2607 2456 151 252 2204 2104 667 341 259 1437 1370 148 1137 588 233 179 115 535 104
internal_count=2948 2607 2456 151 252 2204 2104 667 341 259 1437 1370 148 1137 588 233 179 115 535 104
is_linear=0
shrinkage=0.00281635


Tree=2155
num_leaves=19
num_cat=0
split_feature=2 43 474 9 51 52 52 43 48 40 51 12 2 41 12 15 12 51
split_gain=4.18632 2.47549 2.32113 2.1043 1.8293 1.6351 1.88982 1.94119 1.97698 1.62995 1.26273 1.80069 1.31351 1.25776 1.26759 1.2502 1.09512 0.485988
threshold=0.099845000000000003 -0.49922499999999997 0.023345000000000001 -1.0000000180025095e-35 0.12566000000000002 0.31428500000000009 0.12456500000000001 0.082870000000000013 0.12663000000000002 -0.075219999999999981 0.080840000000000009 0.082795000000000021 0.087815000000000018 0.075585000000000013 0.11395500000000001 -0.091664999999999983 0.10331000000000001 -0.069319999999999979
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 -3 10 6 7 8 9 -2 13 -12 -13 14 16 -11 -5 -4
right_child=2 3 17 4 -6 -7 -8 -9 -10 15 11 12 -14 -15 -16 -17 -18 -19
leaf_value=0.004475751993298663 -0.0004945419531188546 0.00011003138804252356 0.0018077683252459621 0.0019689563636292847 0.0041579194789845269 -0.0013771176841021057 0.0027441977378999055 -0.0011838214611241834 -0.0013707755993093618 0.00045488751194243783 -0.00076708571509262263 0.003218315389885873 0.00067436947117522814 0.0036586416211636971 0.0038656041905023313 0.001939073156865936 0.00021148608474990183 0.0034771161116601786
leaf_weight=59 76 94 53 1539 58 53 73 77 52 126 61 56 69 70 52 275 56 54
leaf_count=59 76 94 53 1539 58 53 73 77 52 126 61 56 69 70 52 275 56 54
internal_value=0 0.00198469 0.000955252 0.00191311 0.00199947 0.000707127 0.000870009 0.000644023 0.000910329 0.00115928 0.00193362 0.000967553 0.00181511 0.00203819 0.00196924 0.00147305 0.00190733 0.00265147
internal_weight=0 2114 839 2055 1961 732 679 606 529 477 1903 186 125 1717 1647 401 1595 107
internal_count=2953 2114 839 2055 1961 732 679 606 529 477 1903 186 125 1717 1647 401 1595 107
is_linear=0
shrinkage=0.0123264


Tree=2156
num_leaves=30
num_cat=0
split_feature=4 3 2 13 12 3 11 2 4 15 133 11 3 15 0 4 4 15 12 150 4 13 12 157 12 15 402 1456 133
split_gain=205.002 70.0254 32.3501 12.9613 12.7995 12.2447 10.0233 9.43464 8.85676 8.8336 8.67487 6.53242 5.60903 5.55085 7.85616 6.56891 5.08603 2.84313 2.65369 2.46253 2.356 1.99508 1.96602 1.95695 1.69447 1.41585 1.34603 1.15875 0.51854
threshold=0.31392000000000003 -0.066229999999999997 0.14132000000000003 -0.00080499999999999983 0.086655000000000024 -0.082634999999999986 1.0000000180025095e-35 0.097110000000000016 -0.14595999999999995 -0.035654999999999992 -1.0000000180025095e-35 0.084110000000000004 -0.08867499999999999 -0.45775499999999997 -0.14043999999999998 0.6214050000000001 0.0060300000000000015 -0.097794999999999979 0.089165000000000008 0.085360000000000005 0.053330000000000009 -0.080694999999999975 0.093985000000000013 -0.004729999999999999 0.09567500000000001 0.090880000000000016 -0.018864999999999996 0.056265000000000009 0.092215000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 10 -2 7 16 -5 17 -3 -8 -9 15 -15 -7 18 -10 26 21 28 -12 -18 -20 -13 -25 -1 -28 -14
right_child=5 2 -4 8 -6 13 11 12 9 -11 19 24 20 14 -16 -17 22 -19 23 -21 -22 -23 -24 25 -26 -27 27 -29 -30
leaf_value=0.0035244429951487213 0.0013162170718895173 0.002367305099708057 0.0004049849730750635 0.0033372035154692978 0.0027005823363566179 0.0012382380672673057 0.004300168181125481 0.0018264494408611405 0.0032300454572344521 0.0016529565500910338 0.0017417853448096759 0.003555324816016218 0.0030606905456247988 0.0004351318344877216 -0.00094148124324030451 -9.1802964375558129e-05 0.0027790573765855754 0.0024166516422952236 0.0024713182950778191 0.00064271057151339141 0.0023150199511282909 0.00099346157529965054 0.0021359213882194946 0.0031217830898119755 0.0028624180508323512 0.0028316267993917037 0.0030909615082670722 0.0033909442925364845 0.0027098375171154213
leaf_weight=75 82 56 83 86 84 52 65 72 55 89 52 52 80 57 65 57 101 75 61 52 74 53 54 271 53 233 595 115 54
leaf_count=75 82 56 83 86 84 52 65 72 55 89 52 52 80 57 65 57 101 75 61 52 74 53 54 271 53 233 595 115 54
internal_value=0 0.00273464 0.00198971 0.00220816 0.00180532 0.000417545 0.00299563 0.00293573 0.00260033 0.00231083 0.00145213 0.00362443 0.00247889 9.8411e-05 -0.000298073 0.000542447 0.00302071 0.002761 0.00307413 0.00112551 0.0027046 0.00136434 0.00255518 0.002932 0.00320585 0.0029877 0.0031764 0.00313959 0.00291952
internal_weight=0 2640 685 602 297 313 1955 1785 305 219 213 170 280 231 122 109 1505 130 1350 157 208 105 155 565 105 504 785 710 134
internal_count=2953 2640 685 602 297 313 1955 1785 305 219 213 170 280 231 122 109 1505 130 1350 157 208 105 155 565 105 504 785 710 134
is_linear=0
shrinkage=0.00270699


Tree=2157
num_leaves=27
num_cat=0
split_feature=3 156 15 3 4 4 4 3 0 132 13 41 4 16 52 3 52 0 4 4 3 13 0 16 16 52
split_gain=3.49189 1.87932 4.21729 5.39323 2.98688 2.83834 2.38348 1.78708 2.99006 2.75885 3.17693 2.10059 1.84795 1.27745 1.24135 1.50177 1.60458 1.22072 1.08718 1.08303 1.23804 1.15005 0.978114 0.852342 0.418916 0.28257
threshold=-0.046079999999999989 0.088295000000000012 -0.033234999999999994 0.10766000000000002 -0.021669999999999998 0.31392000000000003 -0.033649999999999992 -0.13117499999999996 -0.10726999999999999 0.082230000000000011 0.085955000000000018 0.078610000000000013 0.053330000000000009 -0.49057499999999993 -0.088779999999999984 0.097775000000000015 -0.068039999999999975 -0.046614999999999997 -0.14994999999999997 -0.085594999999999991 -0.064734999999999987 0.0051600000000000005 -0.067134999999999986 -0.11807499999999999 -0.080419999999999978 0.085635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 4 -4 14 -3 9 -9 10 11 -1 17 -7 -2 16 -16 19 -12 24 21 -21 23 -14 25 -10
right_child=1 6 3 -5 -6 13 -8 8 12 -11 18 -13 22 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=0.006376092933557574 0.0034735417458128027 0.0038019251772086066 -0.0011199155546022209 -0.0041783857765309573 0.0026093066991905111 0.00092194101007679261 0.00045907384885048188 -0.00056673012826967027 0.0030576313069548603 0.0003322014206131763 0.0029040849144933742 0.0030741316908212976 0.0010590533739807742 -0.0011338727118189917 -0.00045938110146359233 0.0030969175861368771 0.0019302706260806175 0.00027067658185575094 0.00056409445225508192 0.0018678945081757681 0.0036277684019062621 0.0005854925186541839 0.0018698397573147154 -0.00094894109846871194 0.0036117034481605512 0.0018817551697946767
leaf_weight=56 60 65 79 54 52 97 60 85 54 59 66 57 58 81 71 64 97 66 52 1195 54 112 60 66 64 69
leaf_count=56 60 65 79 54 52 97 60 85 54 59 66 57 58 81 71 64 97 66 52 1195 54 112 60 66 64 69
internal_value=0 0.000840161 0.00058076 -0.000964444 0.000359402 0.00118925 0.00219839 0.00178311 0.00164693 0.00266691 0.00326267 0.00471164 0.00175165 -1.2845e-05 0.00192248 0.00152079 0.00091959 0.0018825 0.001874 0.00195113 0.00183238 0.0017581 0.000603181 -8.67746e-06 0.00281476 0.00239904
internal_weight=0 780 655 185 131 470 125 2173 1883 290 231 113 1798 178 292 232 168 1614 118 1548 1361 1307 184 124 187 123
internal_count=2953 780 655 185 131 470 125 2173 1883 290 231 113 1798 178 292 232 168 1614 118 1548 1361 1307 184 124 187 123
is_linear=0
shrinkage=0.0120847


Tree=2158
num_leaves=13
num_cat=0
split_feature=3 40 3 15 15 0 52 1455 52 34 0 52
split_gain=2.58805 3.06533 1.8569 2.89434 1.70311 1.60748 1.36837 1.78747 1.41973 1.4291 1.16794 0.63555
threshold=0.3148450000000001 0.0045850000000000005 -0.12077499999999998 0.043560000000000008 -0.10192499999999999 0.10446500000000002 0.5140450000000002 0.090900000000000022 0.084805000000000019 -0.079669999999999977 0.060910000000000006 0.08869500000000001
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 -4 -6 -10
right_child=-2 -3 5 -5 10 -7 -8 -9 11 -11 -12 -13
leaf_value=0.0034237210294566249 -0.00069706139575293694 -0.0012895421351689566 0.0032275820144641748 0.0045543941723568352 -0.00044066208420462947 -0.00080687810526579003 -0.00018601777005697263 0.0034599632347861024 0.0026341591824626462 0.0011512420517639781 0.001902183657185513 0.0017117027649233532
leaf_weight=67 99 68 59 84 63 55 84 78 171 1523 86 516
leaf_count=67 99 68 59 84 63 55 84 78 171 1523 86 516
internal_value=0 0.00145334 0.00152034 0.00249308 0.00169081 0.0014029 0.00145295 0.00151167 0.00144463 0.00122877 0.000910647 0.00194151
internal_weight=0 2854 2786 300 216 2486 2431 2347 2269 1582 149 687
internal_count=2953 2854 2786 300 216 2486 2431 2347 2269 1582 149 687
is_linear=0
shrinkage=0.0130808


Tree=2159
num_leaves=18
num_cat=0
split_feature=1 16 14 49 16 4 51 16 42 16 4 0 148 16 3 16 0
split_gain=3.67363 1.58929 1.56042 2.22262 1.04816 1.33085 1.35281 3.19725 1.78982 1.08582 2.49731 1.63944 1.89469 1.83852 0.999585 0.798826 0.828117
threshold=0.13074500000000003 0.057265000000000003 -1.0000000180025095e-35 0.12518000000000004 -0.53870999999999991 0.028075000000000006 -0.4244949999999999 -0.052894999999999991 0.084835000000000008 -0.11158 -0.082389999999999977 0.10446500000000002 -0.07718499999999999 0.39813000000000004 -0.06533499999999999 -0.40430999999999989 -0.092879999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 -1 4 -4 9 -7 8 -8 10 -6 12 -11 -13 -5 16 -2
right_child=1 -3 3 14 5 6 7 -9 -10 11 -12 13 -14 -15 -16 -17 -18
leaf_value=0.0029101052986861471 -0.0016379278573342847 -0.002221987661045264 0.0026817506553375343 0.00060122808223612881 0.0045859399960030377 0.0023239199464114638 0.0017703681800283375 -0.0026907976628693271 -0.00040749703740844791 0.003564989781857408 0.00085120304157587233 -0.0016267153551131305 0.0013004088296512159 0.0015912452215298004 -0.0017912116369455573 0.0013232480756216688 0.00062841024661020788
leaf_weight=91 52 60 85 60 54 57 136 53 114 63 65 65 1771 53 55 65 54
leaf_count=91 52 60 85 60 54 57 136 53 114 63 65 65 1771 53 55 65 54
internal_value=0 -0.000426014 0.00125803 0.00120084 0.00128054 0.00123149 0.000511194 0.000169734 0.000776714 0.00135664 0.00254711 0.00128399 0.00137827 -0.0001802 -0.000541792 0.000203351 -0.000482087
internal_weight=0 231 2722 2631 2516 2431 360 303 250 2071 119 1952 1834 118 115 171 106
internal_count=2953 231 2722 2631 2516 2431 360 303 250 2071 119 1952 1834 118 115 171 106
is_linear=0
shrinkage=0.0128244


Tree=2160
num_leaves=28
num_cat=0
split_feature=12 15 12 51 13 15 15 12 51 16 16 11 14 16 16 11 16 43 15 13 16 16 16 16 12 43 16
split_gain=65.3491 17.2218 16.3142 9.70973 7.68909 6.07895 6.80901 5.74324 4.78248 4.95464 4.97294 3.73653 3.3723 6.56363 2.41135 2.38169 2.24902 2.02247 2.38943 1.50705 0.954361 0.906077 1.38469 0.905921 0.85275 0.839497 0.488894
threshold=0.078120000000000009 -0.26361999999999991 0.14472000000000004 -0.096089999999999981 -0.16140499999999997 0.039965000000000007 -0.14585999999999996 0.093670000000000017 0.087530000000000011 -0.0096749999999999978 -0.52541999999999989 1.0000000180025095e-35 -0.42227999999999993 -0.44388499999999992 -0.078939999999999996 0.091055000000000011 0.022165000000000004 -0.0011349999999999999 0.084630000000000025 0.15415000000000004 -0.066844999999999988 0.0060400000000000011 0.13995000000000002 -0.0021749999999999994 0.088665000000000008 0.00042000000000000007 -0.090044999999999986
decision_type=2 2 2 2 2 2 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 -3 -2 6 -5 11 9 10 -8 17 -1 -14 -10 19 -11 21 -19 20 26 23 -23 -6 -20 -22 -9
right_child=2 3 -4 5 7 -7 8 15 14 16 -12 -13 13 -15 -16 -17 -18 18 24 -21 25 22 -24 -25 -26 -27 -28
leaf_value=0.0014729791949821751 0.0015925073002492477 0.0026556772115138173 0.0012697561568448569 0.0025086795783155658 0.0027466052315781864 0.0025805646957072427 0.0013012421172615902 0.0024153600033070461 0.00066728606127332941 0.0010111717567698065 0.0022879094728051799 0.0032553071820403431 0.0012284903213607347 -2.4541194750692347e-06 0.0014517603526805398 0.0018916131859545784 0.0017253563733991243 0.0020743497204274964 0.002834547523866754 0.0028640838306045907 0.0024075869558012903 0.0022589433007709648 0.0027544460732635075 0.0031093218709776346 0.0024445569775558606 0.0020948555900066851 0.0026695042534465919
leaf_weight=57 53 94 68 55 796 53 52 100 58 78 118 86 70 54 53 56 52 77 83 61 251 68 99 53 79 82 125
leaf_count=57 53 94 68 55 796 53 52 100 58 78 118 86 70 54 53 56 52 77 83 61 251 68 99 53 79 82 125
internal_value=0 0.00165785 0.00254964 0.00187028 0.00259169 0.00172798 0.00163095 0.00261794 0.00151342 0.00168771 0.00198627 0.00271861 0.000938241 0.000692205 0.00104211 0.00241791 0.00129706 0.00268181 0.00246096 0.00246547 0.00242185 0.00273374 0.00255285 0.00276928 0.00264454 0.00233066 0.00255668
internal_weight=0 794 2137 613 2069 519 466 2016 411 300 170 1341 181 124 111 675 130 1255 239 619 558 1016 167 849 162 333 225
internal_count=2931 794 2137 613 2069 519 466 2016 411 300 170 1341 181 124 111 675 130 1255 239 619 558 1016 167 849 162 333 225
is_linear=0
shrinkage=0.00265391


Tree=2161
num_leaves=32
num_cat=0
split_feature=1 1 12 12 1 13 3 13 52 2 0 11 1 13 1 43 12 42 11 43 2 133 42 3 2 160 42 1 3 43 52
split_gain=222.685 30.0429 32.0349 24.6151 19.1611 10.2864 8.61609 10.9627 8.12328 6.94089 5.82 5.35967 4.26084 4.07489 3.71845 3.51935 3.19979 2.95498 1.7621 1.40853 2.38701 1.38614 1.32325 1.66167 1.03644 0.87602 0.92525 0.652374 1.8659 0.745688 0.607723
threshold=0.10932500000000002 0.15190500000000004 0.085075000000000026 0.056995000000000011 0.087480000000000016 -0.0015099999999999998 0.076825000000000018 -0.27740999999999993 -0.072144999999999987 0.10100500000000003 -0.23028499999999999 0.082245000000000013 0.078705000000000011 -0.0025349999999999995 0.12765500000000005 -0.057539999999999994 0.091290000000000024 -1.0000000180025095e-35 0.077330000000000024 -0.0011349999999999999 0.088045000000000012 0.093845000000000026 -0.075609999999999997 -0.088084999999999983 0.097110000000000016 -0.52374999999999983 0.090485000000000024 0.090820000000000012 -0.078254999999999977 -0.069944999999999993 0.082640000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 12 -6 14 -8 -4 16 -7 15 13 -1 -2 21 18 -17 19 25 30 -11 23 -18 27 -5 -27 29 -29 -24 -21
right_child=1 -3 8 9 5 10 7 -9 -10 11 -12 -13 -14 -15 -16 17 22 -19 -20 20 -22 -23 24 -25 -26 26 -28 28 -30 -31 -32
leaf_value=0.0037140823399107984 0.0012970481213245744 -0.00020936748279210655 0.0036296318271315038 0.0040733277707350104 0.0017310880602445684 0.0021701078655892666 0.0012071622542352929 0.0025795393663255095 0.0023615706660170066 0.0036170539639561457 0.0032217550722574641 0.0039789905062371381 0.0040051368937590931 0.0027000311324578211 0.00049776645863573634 0.0032759175808232924 0.0034975647587963087 0.0024955890500163221 0.0042057609997367242 0.0038697787706466961 0.0030650048391101447 0.0030914954640380494 0.0033524276608300602 0.0040713253691658765 0.0030867988404644727 0.003728258533707958 0.0040732236718310716 0.0029577610052642996 0.0035600758189095333 0.0037040821594271456 0.0035369610146595647
leaf_weight=54 86 55 54 66 89 56 94 68 94 84 99 59 79 54 73 56 87 81 57 78 54 59 63 58 52 696 59 53 106 130 78
leaf_count=54 86 55 54 66 89 56 94 68 94 84 99 59 79 54 73 56 87 81 57 78 54 59 63 58 52 696 59 53 106 130 78
internal_value=0 0.00160944 0.0018228 0.00348125 0.00291753 0.00243689 0.0013609 0.00178339 0.00282443 0.00360419 0.00284198 0.00326459 0.00354451 0.00320731 0.000930257 0.00311396 0.0036745 0.00281476 0.00375658 0.00373172 0.00353948 0.00340041 0.00351178 0.00372726 0.00343438 0.00378086 0.00375525 0.00348564 0.00335948 0.00358944 0.00370355
internal_weight=0 524 469 2407 431 244 321 162 148 1976 155 339 187 108 159 280 1637 137 1088 1031 210 143 549 145 404 821 755 352 159 193 156
internal_count=2931 524 469 2407 431 244 321 162 148 1976 155 339 187 108 159 280 1637 137 1088 1031 210 143 549 145 404 821 755 352 159 193 156
is_linear=0
shrinkage=0.00260187


Tree=2162
num_leaves=10
num_cat=0
split_feature=1 1186 9 123 49 1456 151 3 4
split_gain=6.26999 2.5154 2.33311 1.46264 1.32157 1.26033 0.998934 1.55501 1.09353
threshold=0.15314500000000003 0.085230000000000014 0.086320000000000022 0.099620000000000014 -0.15447499999999997 -0.24153499999999997 0.0048400000000000014 -0.014924999999999999 0.31392000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 8 -8 -7
right_child=-2 -3 -4 -5 5 6 7 -9 -10
leaf_value=0.0029072563974523987 -0.002646321020019683 -0.0011510510643616282 -0.00060890540437020971 -0.00030956884273342761 0.0028719542557198809 0.0013679578554766003 0.0015530350911626062 -0.00092892527180833716 0.00050217482325051787
leaf_weight=62 52 54 80 67 59 2246 59 62 190
leaf_count=62 52 54 80 67 59 2246 59 62 190
internal_value=0 0.0011879 0.00123265 0.00128636 0.00132634 0.00128882 0.00125225 0.000280321 0.00130048
internal_weight=0 2879 2825 2745 2678 2616 2557 121 2436
internal_count=2931 2879 2825 2745 2678 2616 2557 121 2436
is_linear=0
shrinkage=0.0109455


Tree=2163
num_leaves=20
num_cat=0
split_feature=1 45 12 52 1 3 40 13 0 151 13 42 16 3 13 0 151 42 12
split_gain=4.33752 1.90283 2.07295 3.13529 2.4522 2.85494 2.42962 1.9953 1.45298 1.33516 3.02967 1.24805 1.56845 0.898299 3.41564 1.78237 1.02218 0.975493 0.715949
threshold=0.15314500000000003 1.0000000180025095e-35 0.083885000000000015 0.11628500000000001 0.083065000000000014 0.10514500000000002 -0.081079999999999985 -0.15325499999999995 0.019150000000000004 -0.065174999999999983 -0.085349999999999995 -0.036704999999999995 -0.013819999999999997 -0.14954999999999999 0.095470000000000013 -0.11262999999999999 -0.013009999999999999 0.087765000000000024 0.091290000000000024
decision_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 6 -6 -4 -8 -7 -11 -1 -13 14 -9 -15 17 -17 -18
right_child=-2 -3 7 -5 5 9 8 13 -10 10 -12 12 -14 15 -16 16 18 -19 -20
leaf_value=0.00041709589659216307 -0.0027366323051278979 0.0037602972276354332 -0.00086569679368851433 -0.0016053152771630917 0.0015791835659734518 0.00019708433687794729 -0.0014389510293963555 0.0050956503478185129 0.00099198137954385258 0.00049647697817848616 0.0051235581962142136 0.0041899119263697207 0.0015375465871831449 -0.0009407519944567359 0.0006472512502289213 0.0017802862866342763 0.0016773850066504512 0.0038393552002832444 0.0010841897497886571
leaf_weight=60 52 54 68 103 99 54 211 57 58 52 53 74 94 57 73 138 761 62 751
leaf_count=60 52 54 68 103 99 54 211 57 58 52 53 74 94 57 73 138 761 62 751
internal_value=0 0.00122844 0.00117999 0.000621505 0.000925488 0.000414989 -0.000243082 0.00142353 -0.000914269 0.00193898 0.00283344 0.00210482 0.00270672 0.00150558 0.00259882 0.00142516 0.00150401 0.00241932 0.00138285
internal_weight=0 2879 2825 858 755 527 368 1967 269 159 105 228 168 1899 130 1769 1712 200 1512
internal_count=2931 2879 2825 858 755 527 368 1967 269 159 105 228 168 1899 130 1769 1712 200 1512
is_linear=0
shrinkage=0.0136093


Tree=2164
num_leaves=15
num_cat=0
split_feature=9 149 4 16 131 3 1425 12 3 41 3 16 43 13
split_gain=2.94401 2.3075 3.10014 2.91978 2.21103 3.30864 1.12473 1.156 2.80821 3.18615 1.29813 1.00551 0.629837 0.346299
threshold=0.092645000000000019 0.079475000000000004 0.50541500000000006 -0.11082499999999999 0.094300000000000009 -0.072864999999999985 0.082985000000000017 0.084565000000000015 -0.15500999999999998 0.07677500000000001 -0.15500999999999998 0.054560000000000004 -0.076364999999999988 -0.013254999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 12 7 8 -1 -10 -9 -12 -6 -14
right_child=-2 -3 3 -5 5 -7 -8 10 9 -11 11 -13 13 -15
leaf_value=-0.0023530563914806184 -0.0020742542760307527 0.0033435419274697501 0.00056333778385699279 -0.0030163878588682748 0.00060056332070562626 0.0046186364139408917 0.0025543633617660507 0.0026335589848316952 0.00041949654122769943 0.0036137270958874774 0.0010916578820988738 0.00018190208703168978 0.0026943360153492014 0.0012498260788595234
leaf_weight=53 52 62 90 60 102 62 61 76 723 53 1202 229 54 52
leaf_count=53 52 62 90 60 102 62 61 76 723 53 1202 229 54 52
internal_value=0 0.000943463 0.000890591 -0.000867658 0.000989531 0.00206852 0.000867936 0.000823841 0.000446455 0.000637832 0.00103135 0.000946165 0.00130775 0.00198697
internal_weight=0 2879 2817 150 2667 270 2397 2336 829 776 1507 1431 208 106
internal_count=2931 2879 2817 150 2667 270 2397 2336 829 776 1507 1431 208 106
is_linear=0
shrinkage=0.0125729


Tree=2165
num_leaves=13
num_cat=0
split_feature=4 0 4 133 12 13 43 12 2 13 12 15
split_gain=5.76988 2.00706 4.31045 3.7015 2.55518 2.67519 1.66299 1.59722 2.06499 1.17503 0.394953 0.163521
threshold=-0.51843499999999987 -0.0033699999999999993 -0.42305999999999994 0.052120000000000007 -0.12305999999999999 -0.17030499999999998 -0.23538999999999996 -0.090314999999999993 -0.069044999999999981 0.032645000000000007 0.093815000000000023 0.085775000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 10 -4 -2 -6 11 -8 -9 -10 -3 -7
right_child=1 2 3 -5 5 6 7 8 9 -11 -12 -13
leaf_value=0.0041229355444752785 0.0025030924176502978 0.0018675459688286347 -0.0027527744165648026 0.00063241161305499526 -0.0010791934707754061 0.002036915831450424 -0.00086548542526656029 0.0025284596843919947 0.00068005187011097154 -0.00025379685283738657 0.00062489350345418411 0.001330547151401916
leaf_weight=52 82 58 93 58 99 90 78 64 1994 161 56 63
leaf_count=52 82 58 93 58 99 90 78 64 1994 161 56 63
internal_value=0 0.000586794 -0.000285583 -0.00145176 0.000674705 0.000615842 0.000684382 0.000613567 0.000665608 0.000610232 0.00125811 0.00174679
internal_weight=0 2896 265 151 2631 2549 2450 2297 2219 2155 114 153
internal_count=2948 2896 265 151 2631 2549 2450 2297 2219 2155 114 153
is_linear=0
shrinkage=0.0105204


Tree=2166
num_leaves=11
num_cat=0
split_feature=4 3 13 13 3 3 3 129 128 479
split_gain=3.99103 3.38354 3.20631 1.41207 1.30162 2.39258 2.16333 1.18009 1.38684 1.13406
threshold=-0.51843499999999987 0.28833000000000003 -0.47365999999999991 0.27020000000000005 0.12955000000000003 0.11269500000000002 0.094635000000000011 0.088210000000000011 0.085185000000000025 0.088585000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 6 7 9 -9 -2
right_child=1 2 -4 -5 -6 -7 -8 8 -10 -11
leaf_value=0.0049955332801672114 0.00085231153843107969 0.00062139282150185321 -0.0042689393523311289 0.0032326977766760478 0.0028675038944085069 -0.0025037374424528385 0.0033684636763010394 -0.0017232777526272841 0.0010949390060882894 -0.0012811311090348391
leaf_weight=52 2291 65 61 56 68 53 74 97 71 60
leaf_count=52 2291 65 61 56 68 53 74 97 71 60
internal_value=0 0.000711015 -0.00174485 0.000822785 0.000772999 0.00071911 0.000785047 0.00070909 -0.000531272 0.000797794
internal_weight=0 2896 126 2770 2714 2646 2593 2519 168 2351
internal_count=2948 2896 126 2770 2714 2646 2593 2519 168 2351
is_linear=0
shrinkage=0.0153263


Tree=2167
num_leaves=19
num_cat=0
split_feature=15 13 39 16 10 160 15 11 11 16 133 160 475 15 133 16 15 15
split_gain=85.6436 31.2403 26.6007 15.973 9.17178 6.23245 4.36557 3.95148 4.68713 4.11638 2.70196 2.53939 2.31466 1.98055 2.01429 1.3446 1.3444 0.887991
threshold=-0.26361999999999991 -0.27740999999999993 0.0047850000000000011 -0.5103049999999999 -1.0000000180025095e-35 -0.075199999999999975 -0.43091499999999999 1.0000000180025095e-35 0.08326500000000002 0.0077850000000000011 0.085090000000000013 -0.080884999999999985 -0.077694999999999986 0.082725000000000007 0.041800000000000011 -0.074904999999999985 0.11447500000000001 -0.079149999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 15 3 -3 -4 -1 -7 9 -9 13 17 -11 -13 14 -5 -2 -15 -6
right_child=1 2 4 7 10 6 -8 8 -10 11 -12 12 -14 16 -16 -17 -18 -19
leaf_value=0.0019135500196810755 0.0012832509524108621 0.0021641760484802952 0.0013267513467784978 0.0031126753782066813 0.0031436722695936661 0.0013795647975582154 0.0003862091970837935 0.0044511406574620884 0.0033894515919520433 0.0026204397382805938 0.0020898880866544634 0.0035407633180823943 0.0030234355381748897 0.003480305503560138 0.0034080579214341277 0.0019275734508452163 0.0030762131358230025 0.0026064312537269554
leaf_weight=85 56 105 66 437 52 82 66 53 99 94 56 95 299 778 345 52 76 52
leaf_count=85 56 105 66 437 52 82 66 53 99 94 56 95 299 778 345 52 76 52
internal_value=0 0.00310831 0.00317104 0.00326047 0.00222875 0.00129325 0.000936789 0.00331103 0.00375985 0.0032789 0.00260063 0.00304664 0.00314825 0.00334815 0.00324303 0.00159376 0.00344438 0.00287535
internal_weight=0 2715 2607 2381 226 233 148 2276 152 2124 160 488 394 1636 782 108 854 104
internal_count=2948 2715 2607 2381 226 233 148 2276 152 2124 160 488 394 1636 782 108 854 104
is_linear=0
shrinkage=0.00287267


Tree=2168
num_leaves=35
num_cat=0
split_feature=1 1 12 16 0 16 48 12 15 0 1 4 16 4 12 43 4 15 15 16 12 43 0 4 4 159 43 16 12 43 12 16 15 158
split_gain=105.842 21.8826 16.9426 8.00894 6.70071 6.25651 5.86024 5.23199 4.92279 5.69834 4.75542 4.34715 4.19519 3.00952 2.55701 2.32737 2.74264 2.50564 2.18439 4.0688 2.04896 1.7264 2.16208 1.70182 4.07839 1.32558 1.2779 1.11391 1.23879 1.04983 1.04378 0.886536 1.06186 0.42739
threshold=0.10075500000000003 0.12313000000000002 0.087255000000000013 0.026395000000000005 -0.0088049999999999986 -0.28430999999999995 0.087215000000000015 0.11878500000000002 1.0000000180025095e-35 -0.10028499999999999 0.092485000000000026 0.24099500000000004 -0.40430999999999989 0.082475000000000007 -0.085124999999999992 -0.0050499999999999989 0.020110000000000006 -0.065984999999999988 0.096415000000000015 -0.0092499999999999978 0.090400000000000022 -0.14968999999999996 -0.069074999999999984 -0.010574999999999999 -0.22295999999999996 -1.0000000180025095e-35 -0.031974999999999996 -0.082244999999999985 0.090805000000000011 -0.0039049999999999992 0.096385000000000012 -0.005239999999999999 -0.10763999999999999 0.08413000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 12 -2 -7 8 10 -10 15 30 14 -14 -3 16 21 33 19 27 -20 -1 -23 24 -17 -22 -12 28 -11 -29 -4 32 -25 -18
right_child=1 4 11 -5 -6 6 -8 -9 9 18 26 -13 13 -15 -16 23 17 -19 20 -21 25 22 -24 31 -26 -27 -28 29 -30 -31 -32 -33 -34 -35
leaf_value=0.0031518688041744115 0.001669495140406052 0.0010843033264201086 0.0028648458337022019 0.0022153778488082443 5.7020611010401298e-05 0.00012840288967886813 0.0012857879385013719 0.0018528704771269126 0.0033939663982664654 0.0027054576096044378 0.0016857953656556693 0.0017347286602932021 0.0010460618958745783 0.0018071318678453225 0.00027865947903848949 0.00258934934741188 0.0023868502547368573 0.0018802870787250061 0.0028780882079804948 0.0034060449026206978 0.0025941618318135106 0.0027213084965239092 0.0021749848988070349 0.0026463345088220697 0.0016278567787393584 0.0021121588550365314 0.0022529934514593864 0.0026539223040698608 0.0030945013960967951 0.0022870203780984764 0.0024174636274281146 0.0027777813902363909 0.0021580899808250819 0.0027175863646801812
leaf_weight=54 84 55 62 59 52 56 63 66 81 275 56 53 82 62 52 59 55 57 56 58 64 429 56 56 61 101 53 223 71 71 86 56 68 56
leaf_count=54 84 55 62 59 52 56 63 66 81 275 56 53 82 62 52 59 55 57 56 58 64 429 56 56 61 101 53 223 71 71 86 56 68 56
internal_value=0 0.00145146 0.00180728 0.00137108 0.000907665 0.00112556 0.00074137 0.00257574 0.00259828 0.00273113 0.00247921 0.00237571 0.00108378 0.00137394 0.000693035 0.00253518 0.002617 0.00232556 0.00267267 0.00274438 0.00244608 0.00270779 0.00265829 0.00234228 0.00210082 0.00229929 0.00196184 0.00268437 0.00278537 0.00256541 0.00260507 0.00250309 0.00237881 0.00255396
internal_weight=0 766 463 262 303 203 119 2182 2116 1000 1116 201 251 144 107 1007 707 168 919 698 221 539 485 300 120 165 109 640 346 294 148 180 124 111
internal_count=2948 766 463 262 303 203 119 2182 2116 1000 1116 201 251 144 107 1007 707 168 919 698 221 539 485 300 120 165 109 640 346 294 148 180 124 111
is_linear=0
shrinkage=0.00260187


Tree=2169
num_leaves=26
num_cat=0
split_feature=1 3 3 3 2 2 13 4 4 3 159 0 39 3 1 4 13 133 1 16 4 0 1 2 3
split_gain=126.531 26.296 10.9333 10.6058 9.9281 6.98534 4.63742 4.54684 4.43478 4.25448 3.44151 2.98822 2.93938 4.41774 2.69703 2.4944 2.20721 1.5768 1.52202 1.46335 1.26523 2.77115 1.44725 0.639219 0.560377
threshold=0.10075500000000003 -0.049204999999999992 0.3148450000000001 0.076825000000000018 0.11426500000000002 0.11366500000000002 -0.0090849999999999976 0.028075000000000006 -0.085594999999999991 0.084670000000000009 -1.0000000180025095e-35 -0.088724999999999984 0.0047850000000000011 -0.029394999999999998 0.12448500000000001 -0.111135 -0.050424999999999991 0.092215000000000005 0.090485000000000024 0.39813000000000004 -0.17568999999999999 -0.080584999999999976 0.076160000000000019 0.085075000000000026 -0.086004999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 6 15 8 14 -5 10 12 -1 -12 13 17 -3 -2 -17 18 -10 -7 22 23 -13 -22 -19
right_child=1 2 -4 7 -6 19 -8 -9 9 -11 11 20 -14 -15 -16 16 -18 24 -20 -21 21 -23 -24 -25 -26
leaf_value=0.0035915825415911646 0.0028410549608550661 0.0015417605861409492 0.00033729133259277145 0.0024172791701663268 0.0013294598271816544 0.0019794345872167739 0.00043351109451718008 0.0014922114334939038 0.002776097746396514 0.0020488295290710485 0.0034080175245767121 0.0026918873075472928 0.0021560075643057832 0.0034048655785986633 0.00082664226648163173 0.0024741823107557129 0.001881338857662178 0.0022893633622460695 0.0024813194010617802 0.002468526132023835 0.0030278126807639859 0.0021505691157518939 0.0032960381957494633 0.0026508837055248119 0.0025846043452684734
leaf_weight=52 53 76 96 54 85 95 76 97 990 68 59 52 62 60 63 90 76 52 131 70 65 53 53 57 263
leaf_count=52 53 76 96 54 85 95 76 97 990 68 59 52 62 60 63 90 76 52 131 70 65 53 53 57 263
internal_value=0 0.00148739 0.00110388 0.00130488 0.00207013 0.00269254 0.000940714 0.00182321 0.00273387 0.00267505 0.0029784 0.00288426 0.00270237 0.00272499 0.00121784 0.00235748 0.00220292 0.00269657 0.00274167 0.00218709 0.00277381 0.00263967 0.0029971 0.00285193 0.00253595
internal_weight=0 766 462 366 304 2182 215 151 2017 1626 391 339 1558 1496 139 219 166 1436 1121 165 280 175 105 122 315
internal_count=2948 766 462 366 304 2182 215 151 2017 1626 391 339 1558 1496 139 219 166 1436 1121 165 280 175 105 122 315
is_linear=0
shrinkage=0.00255085


Tree=2170
num_leaves=14
num_cat=0
split_feature=2 403 150 2 16 39 12 0 16 1444 1375 52 12
split_gain=4.76836 2.66195 2.40945 2.68803 3.80942 2.31411 2.18343 1.78322 1.73436 1.32785 1.31993 1.1727 0.688222
threshold=0.25063000000000007 -0.5492149999999999 1.0000000180025095e-35 0.097180000000000016 -0.0043399999999999992 0.098380000000000009 -0.097314999999999985 0.12583000000000003 -0.08267999999999999 -0.077589999999999978 0.081685000000000021 -0.022529999999999998 0.084645000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 11 6 -3 9 -5 -8 -11 -4 -13
right_child=-2 2 3 8 -6 -7 7 -9 -10 10 -12 12 -14
leaf_value=0.003628674955007878 -0.0023155971939793104 0.0034968339478027755 -0.00096520672574794289 4.250890882856867e-05 0.0035593355385472891 -0.00051448957728308096 -0.00061366454714489296 0.0031898469237620535 -0.0025435531556272785 0.0011267156328877187 0.0023864148339172199 0.0018371027343397021 -4.5870779865309119e-06
leaf_weight=53 54 55 74 78 55 100 54 57 59 2070 114 52 53
leaf_count=53 54 55 74 78 55 100 54 57 59 2070 114 52 53
internal_value=0 0.00109929 0.00105172 0.000196089 0.000938046 0.00118124 0.00125345 0.00119963 -0.00107031 0.00114889 0.00119252 0.000131943 0.00090633
internal_weight=0 2874 2821 371 234 2450 2350 2295 137 2238 2184 179 105
internal_count=2928 2874 2821 371 234 2450 2350 2295 137 2238 2184 179 105
is_linear=0
shrinkage=0.0113877


Tree=2171
num_leaves=37
num_cat=0
split_feature=1 52 1 12 15 10 12 52 1 16 12 15 39 1 48 16 15 15 15 1 1 16 42 42 12 48 49 15 42 43 16 12 402 42 52 42
split_gain=181.643 41.8854 20.8157 19.6944 8.82718 8.14713 6.55378 6.09693 4.73091 4.7046 4.57456 4.72986 4.1492 3.58429 4.95958 3.24496 2.92307 2.82442 2.40383 2.30076 2.2181 2.16947 1.63097 2.48161 1.50558 1.45092 1.42811 1.12718 0.946836 0.705511 1.86593 0.611568 0.476302 0.6875 0.457335 0.440525
threshold=0.10075500000000003 -0.41694999999999993 0.12381000000000002 0.088325000000000015 0.039965000000000007 -0.020369999999999996 0.086115000000000011 0.0054700000000000009 0.09258000000000001 -0.015439999999999997 0.091625000000000012 -1.0000000180025095e-35 0.095830000000000012 0.11189500000000001 0.085130000000000025 -0.10850999999999998 0.091195000000000012 -0.10271999999999999 -0.14051999999999998 0.088885000000000006 0.09636500000000002 0.062910000000000008 -0.080354999999999982 0.088950000000000015 0.09091500000000001 -1.0000000180025095e-35 0.10960000000000002 0.11883000000000001 0.098550000000000013 -1.0000000180025095e-35 -0.088719999999999979 0.092605000000000007 0.09253500000000002 -0.0092949999999999994 0.09253500000000002 -0.090899999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -4 9 13 10 29 11 19 18 14 -3 -5 31 -12 -7 25 -10 -13 -19 -24 -18 -1 -27 28 34 30 -6 32 33 35 -26 -8
right_child=1 2 5 15 6 12 16 -9 20 -11 17 21 -14 -15 -16 -17 24 22 -20 -21 -22 -23 23 -25 27 26 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37
leaf_value=0.0041773301168876627 0.0038008928324525784 0.00078225640209555667 0.00032182357846828521 0.0025370714353374619 0.0043995854969046738 0.0014381688238220682 0.0036478885253891234 0.0026118838090046824 0.0025494967931338317 0.0047456592107652205 0.003764073131204151 0.0027738820259013783 0.00094884976954699501 0.0020118526190820978 0.0018748811110874 0.0034068034085378059 0.0038550821065396787 0.0034672468351552295 0.002152307795067792 0.0031812946022699265 0.003320306079294517 0.0035075779138605359 0.0025810615012302482 0.0032289255287031569 0.0034714970580053094 0.003757981278215001 0.0032848149265757185 0.0031024054911826119 0.0033001845158400706 0.0036587639295462232 0.0037284053249491537 0.0040541494487095755 0.0040175656728848822 0.0035394875866762289 0.0037921280792588548 0.0039545512343977518
leaf_weight=55 89 67 56 52 58 79 59 52 59 74 56 64 71 82 56 81 71 62 62 57 52 56 76 103 63 477 53 68 102 52 66 77 53 94 77 97
leaf_count=55 89 67 56 52 58 79 59 52 59 74 56 64 71 82 56 81 71 62 62 57 52 56 76 103 63 477 53 68 102 52 66 77 53 94 77 97
internal_value=0 0.00205768 0.00182186 0.00222107 0.00360444 0.0012408 0.00378999 0.0017832 0.00344409 0.00417109 0.00349995 0.00361133 0.00148342 0.00157285 0.00127995 0.00306698 0.00366476 0.00321409 0.00175239 0.00370378 0.00291086 0.00311651 0.00308617 0.00295402 0.00349634 0.00375464 0.00371072 0.00341409 0.00350155 0.00392934 0.00404258 0.00383354 0.00377738 0.00372635 0.00364805 0.00383876
internal_weight=0 747 658 390 2181 268 1011 257 1170 250 1059 762 212 205 123 133 761 297 141 642 111 120 241 179 381 585 530 310 242 176 124 380 303 250 140 156
internal_count=2928 747 658 390 2181 268 1011 257 1170 250 1059 762 212 205 123 133 761 297 141 642 111 120 241 179 381 585 530 310 242 176 124 380 303 250 140 156
is_linear=0
shrinkage=0.00270699


Tree=2172
num_leaves=29
num_cat=0
split_feature=4 12 150 14 16 13 15 52 13 12 52 4 160 0 52 402 15 475 403 52 4 16 401 159 159 51 150 52
split_gain=105.496 27.3563 13.6255 11.6791 11.0735 10.177 9.3348 9.13063 8.13413 3.53875 3.18045 3.11647 2.85961 3.5212 2.77253 2.47382 2.28255 1.62884 1.55545 1.40433 1.8357 1.44616 1.35682 1.31197 1.19808 1.47331 0.678119 0.633269
threshold=0.31392000000000003 0.056995000000000011 0.090965000000000004 -0.45687499999999998 -0.43491999999999992 -0.0012399999999999998 0.13248000000000001 -0.0092149999999999992 0.025450000000000004 0.091625000000000012 -0.069894999999999985 -0.011369999999999998 -0.060659999999999992 -0.071299999999999988 0.0035300000000000006 0.089785000000000018 -0.26547499999999996 -0.071179999999999979 -0.030264999999999997 0.0062600000000000008 -0.011869999999999999 -0.072034999999999988 0.081905000000000019 -0.073489999999999986 -0.061769999999999999 0.081260000000000013 0.089810000000000015 0.064135000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 16 7 9 11 10 15 -7 -1 13 23 -12 22 -5 -14 -17 20 -19 -21 24 -11 27 -26 -18 -3
right_child=3 6 -4 4 -6 8 -8 -9 -10 12 14 -13 17 -15 -16 18 26 19 -20 21 -22 -23 -24 -25 25 -27 -28 -29
leaf_value=0.00086775895897173378 0.001906891061517574 0.0030497737888256693 0.00099139443520631287 0.0013357265100989923 -9.6839894292607685e-05 0.0029728431720589758 0.0015821477935100449 0.0023061651592028837 0.0016507665157980821 0.002676760111544255 0.0020262987783975801 0.0016428486549984677 0.0029519659883251513 0.0016903432918246666 0.0027669645296314084 0.0032863955744482708 0.00061389846120257264 0.0025418524080804625 0.0027676854694452862 0.0028317656875752068 0.0021834814238454693 0.0024340905076983147 0.0029912923967758518 0.0021761707457272207 0.0026144444785653922 0.0022207358459310558 0.0010022944476457177 0.0026880696376499142
leaf_weight=56 63 52 72 86 66 94 54 87 62 62 62 65 54 54 56 58 53 252 82 129 125 92 61 61 792 60 52 66
leaf_count=56 63 52 72 86 66 94 54 87 62 62 62 65 54 54 56 58 53 252 82 129 125 92 61 61 792 60 52 66
internal_value=0 0.00244165 0.00196742 0.000979133 0.000751606 0.00211316 0.00256954 0.00171186 0.00241771 0.00259619 0.00264188 0.00128434 0.00247562 0.00220359 0.00237802 0.00268153 0.00104492 0.00254942 0.00298276 0.00251303 0.0024231 0.00266633 0.0026406 0.00242871 0.00261852 0.00258675 0.000806491 0.00284768
internal_weight=0 2608 554 320 257 482 2054 208 274 2000 212 121 829 177 118 1171 191 652 140 598 377 221 1031 123 970 852 105 118
internal_count=2928 2608 554 320 257 482 2054 208 274 2000 212 121 829 177 118 1171 191 652 140 598 377 221 1031 123 970 852 105 118
is_linear=0
shrinkage=0.00240373


Tree=2173
num_leaves=18
num_cat=0
split_feature=10 403 1429 150 151 39 16 151 52 16 51 51 0 156 4 16 16
split_gain=4.27159 1.90199 1.68187 1.94473 2.36501 1.99983 1.4853 1.4853 1.46965 1.41684 1.76076 2.31573 1.65355 1.65336 1.21735 1.17135 1.07476
threshold=-0.092019999999999977 -0.5492149999999999 0.086095000000000019 1.0000000180025095e-35 0.011180000000000001 0.098380000000000009 0.058455000000000007 -0.084129999999999996 -0.022529999999999998 -1.0000000180025095e-35 -0.21875499999999998 -0.094084999999999988 -0.06563999999999999 0.087865000000000013 0.046185000000000004 -0.088719999999999979 -0.080789999999999987
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 9 -4 8 -5 12 14 -12 13 -3 -11 -9 -14
right_child=1 2 6 4 -6 -7 -8 15 -10 10 11 -13 16 -15 -16 -17 -18
leaf_value=-0.0014757945448946196 0.0036414928947602868 0.0014450800523380775 0.0014956835051708793 -0.0011441828929026527 -0.0014975079565017672 -0.00034498307095765386 0.0038369825337816479 0.00075198209726316377 0.001379205887675381 0.0034455487757360116 -0.0012231147123786064 0.00099495451731649144 0.003951043362316266 0.0035833057383775901 0.0012296102665807806 0.0031341660461775638 0.0018037681162382817
leaf_weight=79 53 1384 90 70 75 94 71 62 65 60 83 399 71 55 92 59 66
leaf_count=79 53 1384 90 70 75 94 71 62 65 60 83 399 71 55 92 59 66
internal_value=0 0.0013722 0.00132914 0.00125578 0.000389067 0.00138023 0.00252898 0.000942279 6.98264e-05 0.00145367 0.000970748 0.000612737 0.00164786 0.00152689 0.00210517 0.00191461 0.00291753
internal_weight=0 2849 2796 2635 331 2304 161 256 135 2210 634 482 1576 1439 152 121 137
internal_count=2928 2849 2796 2635 331 2304 161 256 135 2210 634 482 1576 1439 152 121 137
is_linear=0
shrinkage=0.0120847


Tree=2174
num_leaves=14
num_cat=0
split_feature=10 9 159 51 159 12 402 402 402 51 13 484 401
split_gain=2.95531 2.12279 1.30713 1.45637 1.30163 1.26963 1.19611 2.67621 1.32759 1.02925 0.867989 0.856964 0.754686
threshold=-0.092019999999999977 -1.0000000180025095e-35 0.12310000000000001 0.16362000000000002 -0.072599999999999984 0.095815000000000011 0.095250000000000015 0.085200000000000012 0.10734000000000002 0.041320000000000003 -0.42246499999999992 -0.076799999999999993 0.11186000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 9 7 10 -8 11 -6 -3 -10
right_child=1 2 -4 -5 6 -7 8 -9 12 -11 -12 -13 -14
leaf_value=-0.0014381339231753865 -0.00085236523679363841 0.0032594085025766974 0.003146027781517268 -0.00097126910114283703 0.0029214140616732861 0.00070073203719620589 0.0040979500293129934 -0.0012517247657734484 0.00036329502518415318 0.0042509856169116213 0.0012308876533894569 0.0013488954373922126 0.002547742238200187
leaf_weight=79 86 84 84 53 63 84 60 87 59 65 1947 108 69
leaf_count=79 86 84 84 53 63 84 60 87 59 65 1947 108 69
internal_value=0 0.00133725 0.00140546 0.00135083 0.00139775 0.00221437 0.00127582 0.00117868 0.00235855 0.00270851 0.00128395 0.00218553 0.00154203
internal_weight=0 2849 2763 2679 2626 341 2285 2097 188 257 2010 192 128
internal_count=2928 2849 2763 2679 2626 341 2285 2097 188 257 2010 192 128
is_linear=0
shrinkage=0.0141591


Tree=2175
num_leaves=22
num_cat=0
split_feature=15 3 39 42 9 0 52 13 13 9 3 15 16 3 42 52 49 3 457 1212 157
split_gain=54.1398 25.3731 22.1509 6.98584 6.8704 6.86834 7.42909 5.93125 5.79653 5.36771 4.08246 3.47751 4.20351 3.16216 2.61498 2.12568 2.10183 4.02003 1.51776 0.726796 0.296414
threshold=-0.26361999999999991 0.110335 0.0047850000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.063819999999999988 -0.40011499999999994 -0.039559999999999991 -0.0073899999999999999 0.037245000000000007 0.28833000000000003 0.025430000000000005 0.10923000000000001 0.12745000000000004 0.091485000000000025 -0.034409999999999989 -0.014479999999999998 -1.0000000180025095e-35 -0.066264999999999991 0.086860000000000007 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 -1 9 20 -5 -6 14 13 12 -8 -3 16 -16 18 -18 -2 -17 -7
right_child=1 10 3 7 8 6 11 -9 -10 -11 -12 -13 -14 -15 15 19 17 -19 -20 -21 -22
leaf_value=-0.00015368799610144754 0.002444153727110529 0.0010040371876836641 0.0022156033492611756 0.0016554419240481456 0.00053440081076339498 0.0025319584533403032 0.00072560708600196918 0.00059662375886362592 0.0015276763307442661 0.0031811692400226955 0.00066697151658586093 0.0020271239648252124 0.001723835406533519 0.0019597397635979902 0.001697576130768288 0.0021479580416899785 0.0023646684194457836 0.0030977827429278853 0.0019251624334572094 0.0024989834352252701 0.0022587589555911627
leaf_weight=52 64 52 53 72 99 82 54 92 82 55 81 89 80 54 78 282 1267 60 135 55 53
leaf_count=52 64 52 53 72 99 82 54 92 82 55 81 89 80 54 78 282 1267 60 135 55 53
internal_value=0 0.00211664 0.00218808 0.00134363 0.000730401 0.00226591 0.00191329 0.00106165 0.000984556 0.00232915 0.00113433 0.00160342 0.00132178 0.00149118 0.00230499 0.00210997 0.002358 0.00239784 0.00209222 0.00220533 0.00242492
internal_weight=0 2758 2571 217 233 2354 358 164 181 1996 187 223 134 106 1941 415 1526 1327 199 337 135
internal_count=2991 2758 2571 217 233 2354 358 164 181 1996 187 223 134 106 1941 415 1526 1327 199 337 135
is_linear=0
shrinkage=0.00276112


Tree=2176
num_leaves=16
num_cat=0
split_feature=0 2 2 45 34 9 1 2 1 40 0 1 2 4 151
split_gain=4.40141 3.37252 4.09311 3.09499 2.30213 2.03003 3.71799 1.81228 2.43243 2.14891 1.88401 1.24774 1.15582 0.804505 0.618553
threshold=1.0000000180025095e-35 0.11621000000000002 0.086755000000000013 1.0000000180025095e-35 -0.083659999999999998 0.083710000000000021 0.14828500000000003 0.093320000000000014 0.088470000000000007 -0.066629999999999981 -0.099244999999999986 0.085110000000000005 0.080495000000000011 -0.073079999999999992 -0.15136499999999997
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 10 13 -10 12 -4 -6 -9 -12
right_child=1 -3 11 -5 5 -7 -8 8 9 -11 14 -13 -14 -15 -16
leaf_value=0.004254231522040134 -0.0021504660741664778 -0.0037360154167372364 0.00024115386997032999 0.0050309965834158723 0.0046095400299228512 -0.0014643598969922113 0.0052198532668077981 0.0031400937868403386 0.0018472253781385466 -0.00083133479214311107 -0.00012873278828233302 0.0028815168173052662 0.0022137911427548718 0.0012178809778619953 0.0014627093379309646
leaf_weight=60 92 54 68 52 60 55 54 53 86 266 55 91 163 446 1336
leaf_count=60 92 54 68 52 60 55 54 53 86 266 55 91 163 446 1336
internal_value=0 -0.000396111 0.000321807 0.0014709 0.00140055 0.00133397 0.00139514 0.00131129 0.00076085 -0.000176467 0.00160141 0.00175329 0.00285909 0.00142236 0.00139967
internal_weight=0 305 251 2686 2634 2574 2519 2465 851 352 1614 159 223 499 1391
internal_count=2991 305 251 2686 2634 2574 2519 2465 851 352 1614 159 223 499 1391
is_linear=0
shrinkage=0.0147311


Tree=2177
num_leaves=31
num_cat=0
split_feature=1 4 3 1 12 2 1 2 15 150 15 150 12 16 150 3 160 52 51 52 11 13 16 15 4 15 48 52 52 4
split_gain=154.932 27.5859 19.7402 17.2107 16.6176 10.7916 7.62813 6.26972 5.27288 5.20311 4.77809 4.37337 3.27958 2.66781 2.59405 2.85976 4.67262 2.51198 2.4468 2.77308 3.07506 2.40592 2.11268 1.87755 2.17346 2.19271 1.71497 1.34479 1.5005 0.808455
threshold=0.10921500000000002 0.41377500000000006 -0.049204999999999992 0.092845000000000025 -1.0000000180025095e-35 0.092320000000000013 0.14754500000000001 0.13270000000000001 -0.43091499999999999 1.0000000180025095e-35 -0.50173499999999993 0.085845000000000019 0.096475000000000019 -0.076439999999999994 0.086765000000000023 -0.014254999999999999 -0.00015999999999999996 0.12109500000000002 -0.095009999999999983 0.11262000000000001 1.0000000180025095e-35 -0.049464999999999988 -0.011349999999999997 -0.085679999999999992 -0.42305999999999994 1.0000000180025095e-35 0.089025000000000007 0.042815000000000006 0.24392500000000003 -0.079164999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 8 13 10 17 -3 26 -2 27 15 18 -17 21 -1 20 -20 -6 -16 -15 -25 -26 -4 -7 -29 -23
right_child=1 6 11 4 9 7 -8 -9 -10 -11 -12 -13 -14 23 22 16 -18 -19 19 -21 -22 29 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0030740596716104032 0.0037100751226096513 0.0011581110028972951 0.002467145670494158 0.0018591266880875756 0.0026969395081559038 0.0032509987643527349 0.0001849011861182304 0.0023160570138471346 0.00076533807906083195 0.0023968209665621437 0.0022662327717316581 0.0012178027547210309 0.0028068184338127748 0.0036529562755831264 0.0028495023184185691 0.0035689874308153092 0.0047166815933406313 0.0037934113966927576 0.0036915869722676971 0.0032220026854397803 0.0043848966875214695 0.0035464954715747903 0.003588629649526733 0.0036177393871309376 0.0027982204926369197 0.0032762049390614241 0.0017864824893433972 0.0039864511692242061 0.003380355842965119 0.0031329623895780408
leaf_weight=53 52 59 52 91 56 67 54 53 71 53 60 70 76 56 52 56 53 71 924 91 52 87 70 54 165 134 63 77 54 65
leaf_count=53 52 59 52 91 56 67 54 53 71 53 60 70 76 56 52 56 53 71 924 91 52 87 70 54 165 134 63 77 54 65
internal_value=0 0.00179747 0.00234008 0.00341186 0.00290522 0.00351842 0.00110129 0.00322865 0.00136158 0.00319186 0.00171708 0.00176295 0.003174 0.00330829 0.00365996 0.00369826 0.00412731 0.00334278 0.00365648 0.00368538 0.00372856 0.00318882 0.00327383 0.00318027 0.0031052 0.00301253 0.00209452 0.00357259 0.00373684 0.00336985
internal_weight=0 557 313 2434 423 2011 244 660 190 332 119 185 128 607 1351 1229 109 279 1120 1067 976 208 122 409 353 299 115 198 131 152
internal_count=2991 557 313 2434 423 2011 244 660 190 332 119 185 128 607 1351 1229 109 279 1120 1067 976 208 122 409 353 299 115 198 131 152
is_linear=0
shrinkage=0.00276112


Tree=2178
num_leaves=17
num_cat=0
split_feature=0 4 14 4 49 11 4 4 0 0 4 0 4 43 4 0
split_gain=3.22659 3.99675 3.19888 3.08076 1.54266 1.64378 2.53629 1.71377 2.07655 1.45932 1.2833 1.15689 1.14453 1.03023 1.02802 0.621523
threshold=0.10446500000000002 -0.42305999999999994 -0.13131999999999996 0.31392000000000003 -0.076494999999999994 0.079225000000000004 -0.17568999999999999 -0.10701499999999999 -0.14680499999999999 -0.14164999999999997 0.5124550000000001 -0.072624999999999981 0.50541500000000006 -0.084629999999999997 -0.50324499999999983 -0.14043999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 12 4 9 6 -6 -8 -9 -4 15 13 -1 -11 -2 -5
right_child=1 -3 3 10 5 -7 7 8 -10 11 -12 -13 -14 -15 -16 -17
leaf_value=0.0043364210904505828 -0.00035614440819312391 -0.0031855699584554965 0.0039200483526221552 -0.00026050744095677174 0.0032238573606410267 -0.00083017515406273474 -0.00089667957830129178 -0.00057313829965030798 0.0012293419904605856 -0.00020967411210978093 0.00091108578577898047 0.0029289197921328661 0.0020344357841121279 0.0019861876813223904 0.0019691325164955713 -0.0018884463288803602
leaf_weight=56 57 56 52 77 84 62 62 98 1924 59 83 66 73 66 54 62
leaf_count=56 57 56 52 77 84 62 62 98 1924 59 83 66 73 66 54 62
internal_value=0 -0.000553048 0.00117516 0.0010861 0.00120853 0.00110877 0.00116428 0.00108121 0.00114192 0.00212345 -0.000277129 0.00163365 0.00303475 0.000948709 0.000773909 -0.000987567
internal_weight=0 167 2824 2695 2473 2230 2168 2084 2022 243 222 191 129 125 111 139
internal_count=2991 167 2824 2695 2473 2230 2168 2084 2022 243 222 191 129 125 111 139
is_linear=0
shrinkage=0.0120847


Tree=2179
num_leaves=32
num_cat=0
split_feature=4 3 3 39 3 39 0 160 4 51 4 51 15 15 42 15 4 4 16 0 4 42 13 4 15 50 150 42 13 13 4
split_gain=200.812 48.1935 20.7261 23.2678 11.8015 11.9772 10.2087 6.87387 5.57554 5.03856 4.78551 3.68027 4.33183 3.48038 3.37657 3.04263 4.87816 2.19768 1.94617 1.43595 2.83294 1.51548 2.01224 1.37497 1.32716 1.23931 1.58114 1.00145 0.905297 0.314927 0.152797
threshold=0.31392000000000003 -0.065674999999999983 0.28833000000000003 0.0047850000000000011 0.35004500000000011 0.087880000000000014 -0.076734999999999984 -0.08070999999999999 -0.085594999999999991 0.041320000000000003 -0.0014249999999999998 0.12317000000000002 0.079600000000000018 -0.42443999999999993 0.073240000000000013 -0.097794999999999979 -0.38384499999999994 0.0060300000000000015 -0.10750499999999999 0.12390500000000002 -0.079814999999999983 0.090705000000000022 -0.00045499999999999995 0.24099500000000004 0.11357500000000002 0.10861000000000003 0.082085000000000019 -0.078304999999999986 -0.066634999999999986 -0.083914999999999976 -0.10429499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 11 5 13 8 -8 14 10 -5 12 15 -2 27 -3 -17 24 23 20 30 22 -22 -19 25 26 -10 -1 -23 -27 -9
right_child=4 2 -4 9 -6 -7 7 19 17 -11 -12 -13 -14 -15 -16 16 -18 18 -20 -21 21 28 -24 -25 -26 29 -28 -29 -30 -31 -32
leaf_value=0.010145357393517225 0.0084439931589339462 0.0098107337672766609 0.0075838236763456929 0.0081537156553722814 0.0064573102771031086 0.0069335830655918775 0.0086803187470147584 0.0100580972017454 0.0098956969455030065 0.0077366560387590409 0.0090790454378780524 0.0087847446091564654 0.010005875048913888 0.0077248823661491498 0.010710033189742481 0.0098298653212933202 0.0089571481547511995 0.0098996171082487081 0.0090781263144782132 0.0091767164331450421 0.010022551415476795 0.0094222149422292477 0.0093725287721802639 0.0093677431749389656 0.0094208039851292752 0.0097347967672136975 0.0095671172451105777 0.0097073213499930689 0.0090144406458135835 0.0094655484929847527 0.0098189558974802315
leaf_weight=103 79 69 65 70 63 92 71 52 737 57 72 52 84 94 58 56 149 71 53 69 57 123 68 59 60 63 111 54 53 75 52
leaf_count=103 79 69 65 70 63 92 71 52 737 57 72 52 84 94 58 56 149 71 53 69 57 123 68 59 60 63 111 54 53 75 52
internal_value=0 0.00950712 0.00892868 0.00907218 0.00743291 0.00766475 0.00970311 0.00941028 0.00981362 0.00836932 0.00862309 0.00941326 0.00950447 0.00805342 0.0101879 0.00935066 0.00919568 0.00974811 0.00949051 0.00951957 0.00957792 0.00945314 0.00966915 0.00965843 0.00979316 0.00981579 0.00985272 0.00999487 0.00929957 0.00958866 0.00993878
internal_weight=0 2663 674 609 328 265 1989 545 1444 199 142 410 358 173 215 274 205 1229 183 474 405 301 125 130 1046 986 848 157 176 138 104
internal_count=2991 2663 674 609 328 265 1989 545 1444 199 142 410 358 173 215 274 205 1229 183 474 405 301 125 130 1046 986 848 157 176 138 104
is_linear=0
shrinkage=0.00250084


Tree=2180
num_leaves=33
num_cat=0
split_feature=1 1 3 3 4 0 151 2 0 48 1 3 4 3 3 11 2 2 4 0 3 50 402 402 4 402 3 3 4 4 4 51
split_gain=100.204 26.6769 13.4643 9.30508 9.16522 8.04706 6.4883 6.00311 5.2006 5.0436 3.24978 3.23249 3.09411 3.09398 3.21744 2.66886 2.26253 2.18501 2.05762 1.87482 1.70252 1.84115 1.31557 1.98447 2.26028 1.31902 1.31075 1.15045 1.06797 1.06665 0.688139 0.287328
threshold=0.11883500000000001 0.089625000000000024 0.28833000000000003 -0.047774999999999991 0.27998000000000006 -0.14104999999999998 -0.080604999999999996 0.098655000000000007 -0.031129999999999998 0.014805 0.10290000000000001 0.081495000000000012 -0.074254999999999988 0.0025650000000000004 0.11995000000000001 0.088315000000000018 0.090990000000000015 0.083725000000000008 0.061835000000000008 -0.079119999999999982 -0.081804999999999975 0.08956500000000002 0.09253500000000002 1.0000000180025095e-35 -0.27577999999999997 0.11034500000000001 -0.074679999999999983 -0.074479999999999977 0.024470000000000002 0.51367000000000018 -0.081334999999999977 -0.087829999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 6 9 11 -3 12 26 -2 16 -1 22 -12 -15 18 -5 -14 20 27 30 -22 23 24 -7 -24 31 -19 -28 -6 -8 -9
right_child=2 3 -4 10 29 7 15 8 -10 -11 13 -13 17 14 -16 -17 -18 19 -20 -21 21 -23 25 -25 -26 -27 28 -29 -30 -31 -32 -33
leaf_value=0.0046682425753625184 0.0031747184717106974 0.0023296950958809942 0.00081453735539743603 0.0034452973424133112 0.0013479605588972501 0.0043427095563672051 0.003460085238073422 0.0034228212265154569 0.0024378212917065189 0.0020042600880575048 0.0019991409264255651 0.0037862980926805932 0.0031088600589926356 0.0032481701658736398 0.0022287828700379617 0.0040102110521451602 0.0026568634967637705 0.0036091273712324104 0.0027830324411123536 0.0031519333457730612 0.002915851394660184 0.0035407738432862075 0.0044586341985796271 0.0032299537289120859 0.0037471267289903958 0.0038374796124663688 0.0034552454154391705 0.003998929416071325 0.002956752329147929 0.00189391650297442 0.0039262830924689544 0.0036977868672081471
leaf_weight=88 75 54 90 55 75 63 56 55 56 55 92 61 88 53 54 56 74 421 53 69 83 81 52 55 458 71 78 79 73 53 57 101
leaf_count=88 75 54 90 55 75 63 56 55 56 55 92 61 88 53 54 56 74 421 53 69 83 81 52 55 458 71 78 79 73 53 57 101
internal_value=0 0.00346402 0.00179094 0.00300407 0.00213142 0.0036531 0.00328283 0.00359637 0.00326096 0.00267977 0.00263004 0.00430739 0.00368614 0.00239443 0.00273401 0.00341609 0.00299326 0.00354112 0.00331517 0.00360792 0.00341688 0.00322469 0.0038224 0.00376299 0.00381921 0.00410034 0.003411 0.00367078 0.00321446 0.00157426 0.00369552 0.00360104
internal_weight=0 2636 348 768 258 1868 440 1719 363 130 328 149 1356 199 107 386 129 657 330 569 277 164 699 576 521 123 307 500 151 128 113 156
internal_count=2984 2636 348 768 258 1868 440 1719 363 130 328 149 1356 199 107 386 129 657 330 569 277 164 699 576 521 123 307 500 151 128 113 156
is_linear=0
shrinkage=0.00293013


Tree=2181
num_leaves=31
num_cat=0
split_feature=2 15 160 4 0 160 15 160 15 49 15 160 15 12 12 12 4 157 2 2 4 1375 2 402 133 4 49 160 15 0
split_gain=3.08216 2.10996 2.93769 2.05336 1.76489 2.56138 1.92627 2.09266 1.72657 1.36204 1.3291 2.17064 1.26129 1.16603 1.70718 1.0995 1.46088 1.0465 1.30391 2.23989 1.00558 1.13065 0.932551 0.924556 1.33718 0.810298 0.735555 0.766749 0.588122 0.647001
threshold=0.13881000000000002 0.0047550000000000005 0.091625000000000026 -0.035849999999999993 -0.069074999999999984 -0.08206999999999999 -0.0080049999999999982 -0.0059299999999999986 -0.035654999999999992 0.11530000000000001 0.091195000000000012 -0.040669999999999991 -0.26547499999999996 0.090455000000000021 0.094195000000000015 0.090805000000000011 -0.083614999999999981 -0.06482499999999998 -1.0000000180025095e-35 0.092855000000000007 -0.026469999999999997 -0.088184999999999986 0.098290000000000002 -0.025489999999999995 -0.0011549999999999998 -0.080584999999999976 0.065470000000000014 0.14772500000000002 0.096415000000000015 -0.071524999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 6 -6 9 -8 12 20 11 -3 -2 25 -15 23 -17 -7 -19 -20 -1 -22 -11 -13 -25 -12 27 -4 -16 -30
right_child=8 3 26 -5 5 17 7 -9 -10 22 13 15 -14 14 28 16 -18 18 19 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0045840722370401391 -0.00019387879418677396 0.0061951578014230492 0.0020406352939829485 0.0051882942159760725 -0.0017749246045383102 0.0033792807282142811 -0.0019084743269194386 0.002358028833504903 -0.0019355967558341808 0.0022477307100520561 0.0019615513498443043 0.0039523267030005336 0.0026753055988412611 -0.0002419504254313245 0.0036903752264506162 0.0026465849440964291 0.006119040487297403 -0.00083035090253917891 0.0042439636645580188 0.00076549934990021947 0.0046238171360946751 0.0023047442644981825 -0.00043191120015347723 0.0028072475368433685 0.00069171458571245625 0.0045730351911417643 0.0050645777165498869 0.004485867792251616 0.00073875535302437981 0.0028126665661962849
leaf_weight=56 69 52 69 88 66 59 54 54 53 59 52 89 75 88 54 62 53 62 59 166 53 757 63 243 99 61 73 54 69 73
leaf_count=56 69 52 69 88 66 59 54 54 53 59 52 89 75 88 54 62 53 62 59 166 53 757 63 243 99 61 73 54 69 73
internal_value=0 0.00241286 0.00207635 0.00294219 0.00184672 0.000990819 0.00216831 0.000223262 0.000428205 0.00238076 0.00274338 0.00320027 0.00129935 0.00205475 0.00152976 0.00291474 0.00424836 0.00151886 0.00113584 0.00167836 0.00259444 0.00245669 0.00086264 0.00255853 0.00219533 0.00337274 0.00384226 0.00311548 0.00232605 0.00180607
internal_weight=0 2787 1704 1083 1508 412 1096 108 197 988 995 598 144 397 284 546 115 346 287 225 866 810 122 431 342 113 196 123 196 142
internal_count=2984 2787 1704 1083 1508 412 1096 108 197 988 995 598 144 397 284 546 115 346 287 225 866 810 122 431 342 113 196 123 196 142
is_linear=0
shrinkage=0.0153263


Tree=2182
num_leaves=33
num_cat=0
split_feature=1 2 12 1 12 2 2 14 3 2 1 2 10 4 43 12 16 4 1455 3 1 4 16 42 1 42 4 12 3 42 1 16
split_gain=97.9341 22.2257 12.3578 9.41356 8.09011 7.92976 5.15958 4.68142 4.10773 4.00757 3.39319 2.92967 2.32378 2.12938 2.5408 1.68334 2.6885 2.5928 2.08312 1.67441 1.50385 1.43452 1.32242 1.32239 1.28572 1.2507 1.07315 0.841809 0.608922 0.361389 0.332291 0.0475957
threshold=0.10509 0.12026500000000001 0.087255000000000013 0.089625000000000024 0.085845000000000019 0.098655000000000007 -1.0000000180025095e-35 0.064610000000000015 -0.005644999999999999 0.14744000000000002 0.11883500000000001 0.10859000000000001 -0.093904999999999988 -0.069819999999999979 -0.078169999999999976 0.091625000000000012 0.054560000000000004 -0.27577999999999997 0.084775000000000017 -0.082439999999999986 0.096770000000000009 -0.076164999999999997 -0.20132999999999998 -0.0022699999999999999 0.081720000000000015 -0.0070449999999999992 0.022635000000000006 0.094435000000000005 -0.084794999999999995 0.098550000000000013 0.092235000000000025 -0.067654999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 8 7 -2 15 -5 22 19 -8 -11 -7 26 17 25 -1 24 -4 -10 31 -3 -16 -19 28 -15 30 -17 -25 -23 -6
right_child=1 9 10 4 21 13 11 -9 20 12 -12 -13 -14 14 23 16 -18 18 -20 -21 -22 27 -24 29 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.0029230910465710106 0.00050670377582200208 0.00037873385995925926 0.0025166865080846574 0.00084623307702236814 0.0024362409413464644 0.0013957880467175335 0.0017786173617006845 0.0029663678420526478 0.0013904462164048097 0.00036180278882031667 0.0014201725044184425 0.0009670067015828263 -0.00041457757381389984 0.0025696254790024053 0.0020617301873847721 0.0022749377805983857 0.0015729292667817497 0.0024051893881214385 0.0018447031169994291 0.0018495795485422683 0.002020979050604531 0.0019647929947708503 0.00091511004332618412 0.0014421587275990925 0.0021555947716616485 0.0020221174060058439 0.0020564839008234978 0.0017376280000999899 0.0026552336926404267 0.0017518904662562941 0.0022784322242931664 0.0022995674664070881
leaf_weight=57 100 63 60 67 52 52 58 85 58 57 63 75 56 57 82 82 53 815 62 52 54 52 73 53 189 102 65 72 52 62 52 52
leaf_count=57 100 63 60 67 52 52 58 85 58 57 63 75 56 57 82 82 53 815 62 52 54 52 73 53 189 102 65 72 52 62 52 52
internal_value=0 0.000991291 0.00138027 0.00217489 0.00182723 0.0022603 0.000971732 0.00234819 0.00137729 0.00035381 0.00192405 0.00132116 -2.26963e-05 0.0019056 0.00198862 0.00231095 0.00212569 0.0023586 0.00232839 0.00220722 0.00169471 0.00211477 0.000666854 0.00179782 0.00235823 0.00224971 0.00229647 0.00196486 0.00242273 0.0016094 0.00212189 0.00236818
internal_weight=0 657 408 2327 459 1868 233 1497 179 249 175 133 113 371 319 1412 289 1123 1066 112 112 280 136 197 1004 236 122 176 134 115 104 104
internal_count=2984 657 408 2327 459 1868 233 1497 179 249 175 133 113 371 319 1412 289 1123 1066 112 112 280 136 197 1004 236 122 176 134 115 104 104
is_linear=0
shrinkage=0.00270699


Tree=2183
num_leaves=21
num_cat=0
split_feature=3 1 0 51 11 1452 0 0 394 3 0 52 51 52 4 4 0 1446 0 52
split_gain=4.3728 2.27293 2.34248 1.80574 1.61803 1.34012 1.41033 1.63099 1.33194 1.30914 1.60235 1.43493 2.27929 2.14397 1.87002 1.42433 1.30497 0.818707 0.802281 0.442627
threshold=0.35004500000000011 0.08864000000000001 -0.13843999999999998 0.080840000000000009 0.088055000000000008 0.083330000000000015 0.040570000000000002 -0.048199999999999993 -0.027679999999999996 -0.082634999999999986 -0.078989999999999991 -0.15824499999999997 0.085935000000000011 -0.40011499999999994 -0.0040999999999999986 -0.077584999999999987 -0.062394999999999999 0.083705000000000016 0.13304000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 7 16 -3 10 -10 13 15 -11 -14 -13 17 -4 -8 -12
right_child=-2 4 5 -5 -6 -7 18 -9 9 11 19 12 14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0055653586567545868 -0.0014892040888479369 -0.00096126413238744929 0.0023420452516474673 0.0021417279828769755 0.0034830041934683547 0.00037123242878881656 -0.00065323834650557867 0.0050913700996809965 0.0009784334143346392 0.0015988486528429079 0.0028880943081156709 -0.0013004735416564332 0.0054184055720151118 -0.0025321000244383197 0.0017858415506490375 0.0013186193423616742 6.2634072656171197e-05 0.0035385112403628922 0.001972170247663778 0.0048335493753122296
leaf_weight=90 79 52 1227 57 90 81 52 52 76 61 55 52 54 53 79 471 53 145 53 52
leaf_count=90 79 52 1227 57 90 81 52 52 76 61 55 52 54 53 79 471 53 145 53 52
internal_value=0 0.00209249 0.00241955 0.00423892 0.00155171 0.00225864 0.00235517 0.00247483 0.0013786 0.00150644 0.00264957 0.00123456 0.001505 -0.000320273 0.00326192 0.00105791 0.00237924 0.00246861 0.00067044 0.00383505
internal_weight=0 2905 1810 147 1095 1663 1582 1477 1005 953 183 770 656 114 133 523 1425 1372 105 107
internal_count=2984 2905 1810 147 1095 1663 1582 1477 1005 953 183 770 656 114 133 523 1425 1372 105 107
is_linear=0
shrinkage=0.0150258


Tree=2184
num_leaves=28
num_cat=0
split_feature=39 13 13 147 39 123 48 394 13 133 50 30 52 13 133 13 13 52 13 157 40 133 52 48 133 13 133
split_gain=76.6942 62.6411 13.1104 10.8629 8.86106 8.13846 7.20446 6.58847 4.69076 6.41989 3.92941 3.7148 2.44056 3.85454 2.75031 2.16058 2.01255 1.98574 1.74484 1.58976 1.47998 1.19808 1.15612 0.957813 0.480632 0.436597 0.340147
threshold=0.055555000000000007 -0.17030499999999998 -0.0021099999999999995 0.089430000000000023 0.11954000000000002 0.080635000000000012 0.093225000000000016 -0.076989999999999989 0.10077500000000002 0.041800000000000011 -0.041284999999999995 0.085915000000000019 0.008405000000000001 -0.10939499999999998 -0.0047449999999999992 -0.47365999999999991 -0.071104999999999988 -0.030234999999999995 -0.081464999999999982 -0.0031149999999999993 -0.08440499999999998 0.083000000000000018 0.10744000000000002 0.12264000000000001 -0.014944999999999998 -0.086659999999999987 -0.14820499999999998
decision_type=2 2 2 2 2 2 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 10 6 5 -2 7 -4 19 -10 -3 20 13 -12 24 -1 21 -18 25 -9 -7 -15 -20 -8 26 -16 -14
right_child=4 2 3 -5 -6 11 23 8 9 -11 12 -13 14 16 18 -17 17 -19 22 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.001443555318190459 0.0023919743064956204 0.0023582777039852228 0.0018952866720449589 0.0015618835836629752 0.00056198750346087218 0.0012689865362520924 0.0022908615852967606 0.0032752669356955703 0.0020556896140084464 0.0031049608738997355 0.0023703248072746456 0.00078884699941831628 0.00341259893116426 0.0029447881642946619 0.0030572549976555412 0.000792145504594515 0.0025522043709476109 0.002981558494530826 0.0030560502394825794 0.0029051708137470375 0.0017854833499967584 0.0031985717844356448 0.00266274008048637 0.001794022822235128 0.0035546090379591899 0.003325195748960192 0.0031998493720470371
leaf_weight=61 75 64 53 64 61 61 55 103 99 66 77 52 85 240 92 80 121 189 90 354 100 277 121 52 54 83 155
leaf_count=61 75 64 53 64 61 61 55 103 99 66 77 52 85 240 92 80 121 189 90 354 100 277 121 52 54 83 155
internal_value=0 0.00276166 0.00285706 0.00259352 0.00146352 0.00165437 0.00267791 0.00277746 0.00285258 0.00247557 0.00299233 0.00139452 0.00301793 0.00292888 0.00313626 0.00107416 0.00298086 0.00281406 0.00299114 0.00298864 0.00158996 0.00308081 0.00283063 0.00204967 0.00332671 0.00318449 0.00327531
internal_weight=0 2635 2494 846 349 288 782 675 622 165 1648 213 1584 904 680 141 827 310 386 457 161 517 211 107 294 175 240
internal_count=2984 2635 2494 846 349 288 782 675 622 165 1648 213 1584 904 680 141 827 310 386 457 161 517 211 107 294 175 240
is_linear=0
shrinkage=0.00260187


Tree=2185
num_leaves=21
num_cat=0
split_feature=1 3 4 132 3 47 34 14 13 16 4 52 16 1210 1429 51 484 13 13 47
split_gain=1.69784 3.61883 3.77882 1.83373 2.14568 1.50092 1.50373 1.3889 1.34106 1.21304 2.71187 1.56543 1.19823 0.909905 0.900052 1.32646 1.04497 0.791424 0.765293 0.98644
threshold=0.092235000000000025 -0.12077499999999998 -0.15764999999999998 0.096880000000000008 0.3148450000000001 0.086785000000000015 -0.084799999999999986 -0.13131999999999996 -0.090744999999999978 -0.46591499999999991 0.10055500000000002 0.5128250000000002 -0.040874999999999995 -0.076894999999999977 0.082890000000000005 -0.085564999999999988 -0.081694999999999976 -0.050424999999999991 -0.07904499999999999 0.11771000000000002
decision_type=2 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 -8 -9 -3 11 13 -10 17 16 -16 -15 -11 -7 -20
right_child=3 9 -4 -5 -6 18 7 8 12 10 -12 -13 -14 14 15 -17 -18 -19 19 -21
leaf_value=-0.0028043024738549473 0.0029722300372103444 0.0037031495579405342 0.0014462648256685653 0.0035503384289800018 -0.0011003103254615114 0.0034832363337595554 0.0024773743690489282 -0.0011094045338259587 0.001459246739437195 0.0043193842773923729 -0.00061385054351126408 -0.00013416506564154572 0.00013193417653340148 0.00092043732179323526 0.0045725941992089169 0.0021823773033915884 0.0020517386171332117 0.0021923953478471211 0.0026375248557729191 0.00054481732108710836
leaf_weight=53 55 68 98 52 69 56 68 71 221 56 65 52 227 152 54 132 1183 60 85 66
leaf_count=53 55 68 98 52 69 56 68 71 221 56 65 52 227 152 54 132 1183 60 85 66
internal_value=0 0.0018622 -4.47495e-05 0.00120639 0.00107347 0.0012503 0.000943743 0.000753447 0.000527312 0.00202032 0.001955 0.00205394 0.000787008 0.00212353 0.00203979 0.00287705 0.00192303 0.0032204 0.0022004 0.00172374
internal_weight=0 1973 151 970 918 849 642 587 519 1822 1754 1689 448 1637 1521 186 1335 116 207 151
internal_count=2943 1973 151 970 918 849 642 587 519 1822 1754 1689 448 1637 1521 186 1335 116 207 151
is_linear=0
shrinkage=0.0128244


Tree=2186
num_leaves=31
num_cat=0
split_feature=1 3 49 1 1 3 0 47 0 49 1 11 3 13 1 52 0 16 13 52 52 16 49 13 1454 1446 1212 160 0 0
split_gain=111.786 29.8458 8.93033 8.97805 6.82782 5.1508 4.93366 4.08423 3.79181 3.59195 3.5369 3.08733 3.00485 4.25391 2.84935 2.36454 2.35052 2.0712 1.77056 1.72577 1.55731 1.51029 1.1688 1.10377 0.929787 2.60934 0.78113 0.496361 1.16871 0.428473
threshold=0.10442000000000001 -0.063569999999999974 -0.021474999999999998 0.081315000000000012 0.12000500000000001 -0.080294999999999991 -0.15127999999999997 0.10070000000000003 -0.063509999999999983 -0.083809999999999982 0.121715 0.084110000000000004 -0.063889999999999988 -1.0000000180025095e-35 0.076160000000000019 0.056265000000000009 -0.13955999999999996 -0.085264999999999994 0.066620000000000026 -0.10012499999999998 -0.0094049999999999984 -0.0096749999999999978 -0.095899999999999985 -0.0015099999999999998 0.08141000000000001 0.084535000000000013 -0.065539999999999987 -0.080499999999999974 -0.083619999999999986 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 22 21 8 -7 15 16 -5 11 -2 26 20 -15 17 -4 -6 24 -10 -14 23 -1 -3 25 -18 -8 29 -29 -28
right_child=1 4 5 9 7 6 12 -9 19 -11 -12 -13 13 14 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0026125380189460619 0.0023221653133772067 0.0015564334498738325 0.0036016632578732472 0.0024502998285730639 0.0002281906809747107 0.0035251775141688594 0.0031115662808466594 0.0015639384995339361 0.0029330914322402706 0.0015351166245475985 0.0018403407354323016 0.0030817436181162635 0.0017858326111072353 0.0023511527800742752 0.0031743283135244379 0.0012268356466608493 0.0030786477881311115 0.00086356654664321438 0.0027176548834989254 0.0022679561082012659 0.0023796393693185235 0.0012593325611425182 0.003125282583392413 0.0020966665663506119 0.0027515594442566239 0.0035907660434139391 0.0031041563820634185 0.0024562938436033833 0.0028408712180793194 0.0027637957125700324
leaf_weight=59 103 61 65 53 69 59 68 58 55 78 59 64 54 53 75 56 805 83 97 61 83 56 76 52 53 81 62 82 210 53
leaf_count=59 103 61 65 53 69 59 68 58 55 78 59 64 54 53 75 56 805 83 97 61 83 56 76 52 53 81 62 82 210 53
internal_value=0 0.00161358 0.0028779 0.0024111 0.00119884 0.00293948 0.00277021 0.000928267 0.00305058 0.0019056 0.00241174 0.00261343 0.00270998 0.00247818 0.00283371 0.000750874 0.00309976 0.000575329 0.00306824 0.00258357 0.0021458 0.00162455 0.00290141 0.00180529 0.00310442 0.0031255 0.00283924 0.00279367 0.00273297 0.00294755
internal_weight=0 661 2282 266 435 2016 799 266 1217 131 226 167 740 265 128 208 1101 152 1036 116 137 169 135 113 939 886 475 407 292 115
internal_count=2943 661 2282 266 435 2016 799 266 1217 131 226 167 740 265 128 208 1101 152 1036 116 137 169 135 113 939 886 475 407 292 115
is_linear=0
shrinkage=0.00270699


Tree=2187
num_leaves=32
num_cat=0
split_feature=1 1 0 0 1 15 10 155 0 15 11 13 15 2 2 13 1453 0 13 484 474 133 52 133 52 50 159 15 2 2 0
split_gain=129.936 27.7559 11.9902 10.6894 7.40468 7.0796 6.90318 6.73181 9.60682 6.71347 6.09345 5.81044 5.10125 4.99771 4.64393 2.53171 2.48262 2.19592 1.87232 1.61454 1.53439 1.44472 2.853 2.56131 1.28257 1.12736 1.06515 0.975698 0.922724 0.547485 0.44529
threshold=0.10442000000000001 0.12448500000000001 -0.11825999999999999 -0.029849999999999998 0.090650000000000022 0.086035000000000014 -0.020369999999999996 0.092900000000000024 -0.07409499999999998 -0.075094999999999981 0.07585500000000002 0.022635000000000006 -0.080264999999999989 0.093670000000000017 0.089545000000000013 -0.086004999999999984 -0.011369999999999998 -0.14820499999999998 -1.0000000180025095e-35 0.085560000000000011 0.083455000000000015 0.031880000000000012 0.0035300000000000006 0.096875000000000017 -0.10848499999999998 0.095395000000000021 0.084135000000000001 0.093575000000000019 0.09277500000000001 0.10362500000000001 -0.084324999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 10 13 -3 8 -4 15 14 18 -10 30 16 -8 -1 -2 -5 26 -21 22 28 24 -23 -7 -18 -24 -16 -25 -6
right_child=1 6 7 11 5 25 9 -9 12 -11 -12 -13 -14 -15 21 -17 19 -19 -20 20 -22 23 27 29 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0031718283653121258 0.0022084477961343369 0.00048669999626073938 0.0037285106696503278 0.0029939139373975202 0.0033846137734805724 0.003948650001227314 0.001737925849485781 0.0039337055443533506 0.0015585443490692447 0.0023006792975218985 0.0045493638280883581 0.0022782627942351187 0.0027786545407316818 0.0021919110053267628 0.0027437915793794513 0.00090471006215500508 0.0038579999096788799 0.0014401899847294286 0.0037271622058336193 0.0038624671760913208 0.0031408255629052275 0.0042265849898181669 0.003445770750516006 0.0035019889597906811 0.0036878197108566797 0.0033899265887099993 0.0042412710104915369 0.0039297828063762693 0.0032248926887406726 0.0031616912955231289 0.0030047833126295915
leaf_weight=52 83 63 59 72 64 85 52 54 53 80 75 78 73 68 52 88 742 56 56 53 54 64 97 129 109 54 73 63 122 67 53
leaf_count=52 83 63 59 72 64 85 52 54 53 80 75 78 73 68 52 88 742 56 56 53 54 64 97 129 109 54 73 63 122 67 53
internal_value=0 0.00206776 0.00259777 0.00357273 0.00363723 0.00322141 0.00135971 0.00300394 0.00273238 0.00160957 0.0037141 0.00292258 0.00226569 0.00283774 0.00367673 0.00121442 0.00381071 0.00189916 0.00331496 0.0038467 0.00349857 0.00349106 0.00334738 0.00362103 0.00388732 0.00373182 0.00389237 0.00363655 0.0030813 0.00338583 0.00321283
internal_weight=0 661 378 2282 2076 324 283 239 185 220 1752 206 126 185 1677 140 974 139 128 922 107 703 334 369 173 139 815 160 174 196 117
internal_count=2943 661 378 2282 2076 324 283 239 185 220 1752 206 126 185 1677 140 974 139 128 922 107 703 334 369 173 139 815 160 174 196 117
is_linear=0
shrinkage=0.00298873


Tree=2188
num_leaves=19
num_cat=0
split_feature=4 2 124 2 150 2 43 15 14 4 43 43 2 43 4 42 160 15
split_gain=65.4929 30.6362 10.9037 7.88318 9.93986 4.99598 3.49695 3.45625 3.27764 3.87253 2.04323 2.07244 1.71231 1.49362 1.28469 1.2532 1.18296 0.990345
threshold=0.31392000000000003 0.14561000000000004 -0.048219999999999992 0.095850000000000005 0.082085000000000019 -1.0000000180025095e-35 -0.051239999999999987 -0.43091499999999999 0.073890000000000011 -0.14088999999999999 0.0015200000000000003 -0.084059999999999982 0.11693000000000002 0.12394500000000001 0.10516000000000002 0.095330000000000012 1.0000000180025095e-35 0.0047550000000000005
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 8 10 -1 15 -8 9 -4 11 -5 -9 -12 16 -2 -11 -13
right_child=6 -3 3 4 -6 -7 7 12 -10 14 13 17 -14 -15 -16 -17 -18 -19
leaf_value=0.0010110675792596477 0.0004534787567956608 0.00074826505569693677 0.0018422306110605147 0.001955353375851111 0.0011786235299877461 0.001944660429579541 0.0015939491012796538 0.0012398153671702135 0.0028790538020360317 0.0024350371699267456 0.0016372842947206068 0.0022822409264429537 0.00062080225917711916 0.0021566318153507032 0.0020903103197567633 0.00096069292914052328 0.0022436761511572751 0.0026123837820699013
leaf_weight=52 62 83 82 102 68 103 87 55 78 1302 64 236 53 71 83 56 233 73
leaf_count=52 62 83 82 102 68 103 87 55 78 1302 64 236 53 71 83 56 233 73
internal_value=0 0.00221462 0.0022624 0.00230326 0.00206343 0.00163162 0.00102807 0.00122984 0.00238607 0.00236343 0.00217357 0.00225988 0.000936283 0.00191062 0.00238983 0.000694412 0.00240601 0.00236032
internal_weight=0 2630 2547 2392 614 155 313 195 1778 1700 546 411 108 135 1618 118 1535 309
internal_count=2943 2630 2547 2392 614 155 313 195 1778 1700 546 411 108 135 1618 118 1535 309
is_linear=0
shrinkage=0.0024518


Tree=2189
num_leaves=28
num_cat=0
split_feature=1 1 12 1 15 2 12 12 41 16 15 2 4 15 43 16 131 12 159 1 4 4 16 43 1454 12 12
split_gain=87.2528 14.5922 19.181 7.10371 5.47768 4.94577 3.43085 3.30417 3.23694 3.18158 3.17591 3.34134 2.96019 2.7122 2.31726 1.75004 1.61325 1.54829 2.67206 3.45527 1.17469 1.06226 1.09635 1.19626 1.0352 2.03773 0.975962
threshold=0.10442000000000001 0.13074500000000003 0.087255000000000013 0.090650000000000022 0.086035000000000014 0.13226500000000005 0.088395000000000015 0.093125000000000013 0.075585000000000013 -0.23389999999999997 -0.26547499999999996 0.14744000000000002 0.23355000000000001 -0.46483499999999994 -1.0000000180025095e-35 0.19384500000000002 0.08956500000000002 0.083335000000000006 0.081975000000000006 0.083670000000000008 -0.0097449999999999985 -0.0072149999999999992 -0.076439999999999994 -0.052849999999999994 0.083660000000000026 0.084065000000000015 0.093910000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 5 6 7 14 8 17 -2 13 -12 16 -3 -5 21 -4 18 19 -1 -11 22 -9 -24 25 -19 -6
right_child=1 10 12 4 26 -7 -8 15 -10 20 11 -13 -14 -15 -16 -17 -18 24 -20 -21 -22 -23 23 -25 -26 -27 -28
leaf_value=0.0023156908002332534 0.0014236091676747135 0.00075668471181716867 0.0026748823676321924 0.0011580231733691606 0.0026357822012933857 0.0015733886359942406 0.0021406214569134894 0.0025972690467864347 0.0029478906677710094 0.001075568863648755 0.0014428494630951032 0.0005189867804465168 0.0016520612413720712 -2.673972004340709e-05 0.0018269024397226101 0.0018757851346178375 0.0020540690495349464 0.0028981755972186819 0.0026562484357802074 0.0015087552341132902 0.00060923186990241649 0.0020560811347009908 0.002487352651655702 0.0019836337289117025 0.0021274563988729713 0.0024548334500101186 0.0021925159182763477
leaf_weight=114 94 67 70 77 62 53 88 99 90 66 59 52 52 58 70 96 52 80 74 56 91 102 65 70 60 942 84
leaf_count=114 94 67 70 77 62 53 88 99 90 66 59 52 52 58 70 96 52 80 74 56 91 102 65 70 60 942 84
internal_value=0 0.00121281 0.0015067 0.00230791 0.00197672 0.00237427 0.00172546 0.00239723 0.00245938 0.00103707 0.000683435 0.0010103 0.00218401 0.000392949 0.00147673 0.00219345 0.00241051 0.0024262 0.00223401 0.00205004 0.000805452 0.00228413 0.00238341 0.00222638 0.00246951 0.00248957 0.00238095
internal_weight=0 661 425 2282 381 1901 235 1848 1416 251 236 111 174 125 147 432 122 1326 244 170 157 336 234 135 1082 1022 146
internal_count=2943 661 425 2282 381 1901 235 1848 1416 251 236 111 174 125 147 432 122 1326 244 170 157 336 234 135 1082 1022 146
is_linear=0
shrinkage=0.00265391


Tree=2190
num_leaves=18
num_cat=0
split_feature=97 2 11 4 16 52 0 4 15 52 16 16 4 455 0 1456 2
split_gain=4.38035 2.86678 3.66056 2.46659 2.92757 2.35787 1.61053 1.69985 4.33942 1.69687 1.8353 3.15647 1.43162 1.24464 1.5929 1.20303 0.484565
threshold=-0.0047149999999999996 0.10859000000000001 0.080455000000000013 -0.17568999999999999 0.22339500000000004 -0.0092149999999999992 0.051660000000000005 -0.052959999999999993 1.0000000180025095e-35 0.12456500000000001 0.058455000000000007 -0.065894999999999981 -0.10023999999999998 1.0000000180025095e-35 -0.22984499999999997 -0.15627999999999997 0.12250500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -4 7 -3 9 10 11 -9 -5 14 -14 -16 -12
right_child=1 6 5 12 -6 -7 -8 8 -10 -11 16 -13 13 -15 15 -17 -18
leaf_value=-0.0013838554549924712 0.0063112508620620546 0.0034724721896181141 0.0028432179895829628 0 0.0019120443576406184 0.0067463819199523132 -0.00067609877350321805 0.0015730887540838672 -0.0019988522566277154 0.0039668178209268214 0.0019143710527318707 -0.0020995613256210052 8.0131594558665114e-05 0.0041828706909893473 0.0040225288624831743 0.0020994236638520055 0.0036699430363657634
leaf_weight=66 55 69 59 57 53 52 67 182 64 53 56 54 68 52 60 1810 57
leaf_count=66 55 69 59 57 53 52 67 182 64 53 56 54 68 52 60 1810 57
internal_value=0 0.0020915 0.002309 0.00218717 0.0041537 0.00467301 0.00127255 0.00151686 0.00122698 0.0017409 0.00140246 0.000732133 0.00208334 0.00214306 0.00208826 0.0021612 0.00280119
internal_weight=0 2868 2266 2155 108 111 602 535 466 402 349 236 2047 1990 1938 1870 113
internal_count=2934 2868 2266 2155 108 111 602 535 466 402 349 236 2047 1990 1938 1870 113
is_linear=0
shrinkage=0.0133425


Tree=2191
num_leaves=11
num_cat=0
split_feature=97 4 34 14 4 403 4 16 12 2
split_gain=3.03067 2.66966 3.76283 1.62716 1.74742 1.47896 1.18562 1.52046 1.37669 0.689712
threshold=-0.0047149999999999996 0.51395000000000002 -0.023104999999999997 -0.13131999999999996 0.31392000000000003 -0.53317999999999988 -0.49269499999999994 -0.0093249999999999982 0.08622500000000001 0.11543500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 8 -8 -7 -6
right_child=1 -3 3 4 9 6 7 -9 -10 -11
leaf_value=-0.0011974657609235555 0.0055507723279844996 -0.00054183799225400041 0.0036108520465574765 0.00014155745157066503 0.001438167906561811 0.0044936930792358609 0.0020908006776986631 0.0013380086884391905 0.0016058033440855253 -0.00061496389299637428
leaf_weight=66 53 90 94 96 52 71 1476 798 58 80
leaf_count=66 53 90 94 96 52 71 1476 798 58 80
internal_value=0 0.00180987 0.00188611 0.00181478 0.00175056 0.00183278 0.00190029 0.00182669 0.00319641 0.000192723
internal_weight=0 2868 2778 2725 2631 2499 2403 2274 129 132
internal_count=2934 2868 2778 2725 2631 2499 2403 2274 129 132
is_linear=0
shrinkage=0.0138815


Tree=2192
num_leaves=17
num_cat=0
split_feature=1 150 2 123 4 1429 484 403 4 51 1 2 403 150 150 43
split_gain=2.33645 1.2448 1.92641 1.83626 1.56684 1.51942 6.65384 1.21577 1.0997 1.58201 1.47314 1.19506 0.880995 0.940582 0.561712 0.477919
threshold=0.12000500000000001 0.094620000000000024 -0.032374999999999994 0.084000000000000005 0.028075000000000006 0.084770000000000012 0.079155000000000017 -0.53317999999999988 0.51395000000000002 -0.06533499999999999 0.13941500000000004 0.13388500000000003 -0.18169499999999997 -1.0000000180025095e-35 0.10871000000000001 -0.053234999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 14 7 -7 -4 9 -2 11 -11 15 -14 -3 -9
right_child=8 4 3 -5 -6 6 -8 12 -10 10 -12 -13 13 -15 -16 -17
leaf_value=0.0037171062528401715 0.0026503861468621139 0.00050317422690943103 7.5443746975759448e-05 0.0034316319586825891 -0.00095366769111158761 0.0024269020915714278 -0.0038230828178283647 0.0037716511484850884 -0.0010641783852025669 0.0005284026394033203 0.0017073728837863743 -0.0023029364456162008 0.0030167621499117125 0.0015362771472746922 0.0024637311924661448 0.0020744140953431458
leaf_weight=86 66 52 95 101 81 89 52 55 80 60 72 55 87 1763 62 78
leaf_count=86 66 52 95 101 81 89 52 55 80 60 72 55 87 1763 62 78
internal_value=0 0.00158919 0.00167568 0.00159994 0.000521381 0.0015165 0.000120892 0.00161113 0.000353648 0.000802558 0.000149591 -0.000824427 0.00168462 0.00160598 0.00157074 0.00277739
internal_weight=0 2601 2406 2320 195 2219 141 2078 333 253 187 115 1983 1850 114 133
internal_count=2934 2601 2406 2320 195 2219 141 2078 333 253 187 115 1983 1850 114 133
is_linear=0
shrinkage=0.0138815


Tree=2193
num_leaves=11
num_cat=0
split_feature=31 11 2 4 39 123 14 479 42 4
split_gain=1.9588 1.71873 2.53051 1.5951 1.20189 1.44738 1.20628 1.06739 1.20223 0.392208
threshold=-0.019454999999999997 0.080455000000000013 0.097005000000000022 0.51292000000000015 -0.0091949999999999983 0.084995000000000015 -0.13131999999999996 0.092280000000000015 -0.004089999999999999 0.022635000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 -6 8 -8 -7
right_child=1 2 -4 -5 5 9 7 -9 -10 -11
leaf_value=-0.00097691203512914387 0.002865469299380469 0.0040181186631749344 0.0010261191179653942 -0.00048962736496383419 0.0028726846979591427 0.0003976273530597319 0.0014428370135707988 0.0027582505940883114 0.00084293116424509625 -0.0010784481752869081
leaf_weight=68 54 71 99 98 55 52 697 53 1634 53
leaf_count=68 54 71 99 98 55 52 697 53 1634 53
internal_value=0 0.00109734 0.00227648 0.00102294 0.00108005 0.0010421 0.00110192 0.00106101 0.00102237 -0.000346211
internal_weight=0 2866 170 2696 2598 2544 2439 2384 2331 105
internal_count=2934 2866 170 2696 2598 2544 2439 2384 2331 105
is_linear=0
shrinkage=0.0120847


Tree=2194
num_leaves=27
num_cat=0
split_feature=1 3 1 49 2 2 2 2 2 14 0 12 0 3 13 12 3 0 43 0 43 3 2 0 13 2
split_gain=146.823 25.8552 10.4161 12.1332 10.333 10.4321 9.93402 8.82747 7.65333 6.56734 4.68165 3.96354 3.85951 3.53484 3.26616 2.84503 2.3265 2.1978 1.57424 3.88834 1.39033 1.36253 1.26601 1.13863 0.578391 0.294796
threshold=0.10575500000000002 -0.069049999999999986 0.093435000000000004 -0.048359999999999993 0.14808000000000002 -1.0000000180025095e-35 0.11426500000000002 0.10633000000000002 0.10836000000000003 0.073890000000000011 -0.195045 0.098265000000000005 -0.091399999999999995 0.090170000000000014 0.056735000000000001 0.091290000000000024 0.143375 -0.024974999999999997 -0.078949999999999979 -0.076004999999999975 -0.0025899999999999994 -0.064734999999999987 0.085005000000000011 -0.071524999999999991 -0.06809999999999998 0.11543500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 8 -4 5 -3 11 -7 9 10 -1 -2 -5 -9 21 17 -15 20 19 -17 -12 25 24 -20 -14 -10
right_child=1 4 3 12 -6 7 -8 13 14 -11 15 -13 22 16 -16 18 -18 -19 23 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.002486139460519057 0.0032806683448855056 0.00083200883653996682 0.0017356751751059474 0.002398127160081059 0.00065435778776889812 0.0027443947336618052 0.0016675053867814971 0.0011237075485281143 0.0029815407902959805 0.0040080585395718387 0.0033726121437754621 0.0023617735131707591 0.0032152886104544701 0.0022335493656088288 0.0022061053330719991 0.0031797172431393783 0.0015003551353112935 0.0038275908487292688 0.0031183806049143951 0.0023084247618416999 0.0031574668807854379 0.002639575472180699 0.0035215500183444861 0.0034878668640131198 0.002836203798127651 0.0032640047435542547
leaf_weight=52 83 86 67 55 99 61 62 67 52 83 872 52 60 60 52 106 58 62 215 52 272 61 55 79 54 57
leaf_count=52 83 86 67 55 99 61 62 67 52 83 872 52 60 60 52 106 58 62 215 52 272 61 55 79 54 57
internal_value=0 0.00174965 0.00316883 0.0027081 0.00139258 0.00161263 0.0025307 0.00188542 0.00323536 0.00329186 0.00325708 0.00292693 0.00299883 0.00160204 0.00277884 0.00328125 0.0018734 0.00334752 0.00310435 0.00289314 0.00332148 0.00295387 0.00319416 0.00321776 0.00303597 0.00312951
internal_weight=0 628 2306 291 431 332 197 246 2015 1793 1710 135 224 185 222 1658 118 1206 452 158 1144 170 169 294 114 109
internal_count=2934 628 2306 291 431 332 197 246 2015 1793 1710 135 224 185 222 1658 118 1206 452 158 1144 170 169 294 114 109
is_linear=0
shrinkage=0.00260187


Tree=2195
num_leaves=31
num_cat=0
split_feature=1 3 130 10 0 3 3 13 3 0 151 9 3 3 1429 3 0 484 1212 4 1 1 13 1 0 0 3 133 0 4
split_gain=2.29781 2.47983 2.1883 1.52899 1.43502 1.63967 1.57513 1.3876 1.29229 1.49354 1.25964 2.29855 1.42881 1.48598 1.18051 1.06232 1.02984 1.14493 1.10919 0.997 0.938708 1.06508 0.757645 0.604636 0.522811 0.568578 0.455896 0.38215 0.547767 0.050031
threshold=0.098395000000000024 0.09722500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.083844999999999989 -0.11749 -0.082474999999999979 -0.0081349999999999981 -0.081224999999999978 -0.10028499999999999 -0.097514999999999991 -0.016839999999999997 -0.14539499999999997 -0.082204999999999986 0.083715000000000026 0.3148450000000001 -0.084629999999999997 -0.084749999999999978 0.086995000000000017 0.0054350000000000015 0.094165000000000013 0.091145000000000018 0.060680000000000005 0.077375000000000013 -0.087284999999999988 -0.090614999999999987 -0.094334999999999988 0.087550000000000017 -0.079864999999999978 0.17176000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 16 14 -8 19 -4 -12 -13 -14 20 -15 17 -1 23 -10 21 -7 27 -19 25 -11 -24 28 -9 -21
right_child=2 -3 3 -5 5 7 8 22 9 24 11 12 13 15 -16 -17 -18 18 -20 29 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00263788083953488 -0.0018191925594258735 -0.0010937173440197464 -0.000940987580115774 -0.0011734182426197701 -0.00061096960586141697 0.00069731313910634946 0.0035385721469246368 0.0018260795587065131 0.0038673277440668822 0.0013663023058938619 0.0036320588159062719 0.0022026034845482783 -0.0015226535709564554 0.0010498946192089144 0.0026562069131998572 -0.0007081100997196045 0.0029116390652566171 0.0013190367835460557 -0.00098190945720213032 0.0016750840286925558 0.0022790544555039553 -0.0012384851557737733 0.0018113559089592464 0 0.0022236981755435143 -0.00021859414662819764 0.00016307799505640356 0.001514334630681393 0.0032795508208402413 0.0022529726885637084
leaf_weight=62 61 68 57 65 88 459 100 84 80 124 52 101 52 359 54 67 53 261 52 53 54 52 53 73 67 53 58 85 88 52
leaf_count=62 61 68 57 65 88 459 100 84 80 124 52 101 52 359 54 67 53 261 52 53 54 52 53 73 67 53 58 85 88 52
internal_value=0 0.00131555 0.000516377 0.000705762 0.00139344 0.00106536 0.00173573 0.00121496 0.0022241 0.00191738 0.000883499 0.00104853 0.000816264 0.000523048 0.000843791 0.00077308 0.0012198 0.00101934 0.000759015 0.002787 0.000670326 0.000500056 0.00183891 0.00103047 0.00125747 0.000890955 0.000951327 0.00222173 0.00257051 0.00196258
internal_weight=0 2173 814 753 2105 1075 1030 987 529 429 688 631 579 478 619 426 501 448 386 185 565 511 368 334 244 177 111 257 172 105
internal_count=2987 2173 814 753 2105 1075 1030 987 529 429 688 631 579 478 619 426 501 448 386 185 565 511 368 334 244 177 111 257 172 105
is_linear=0
shrinkage=0.0128244


Tree=2196
num_leaves=26
num_cat=0
split_feature=1 52 52 3 130 12 3 4 4 4 52 475 1 1 12 12 42 3 43 42 150 16 15 16 42
split_gain=153.676 29.2583 20.0147 15.1209 9.5636 9.069 8.52582 6.65964 3.58128 6.25606 3.55946 3.04096 3.0409 2.3184 5.02545 3.30775 3.23555 2.03064 2.2892 1.91699 1.71272 1.4827 1.28684 0.852887 0.439882
threshold=0.10075500000000003 -0.42946499999999993 0.20131000000000002 0.3148450000000001 -1.0000000180025095e-35 0.085845000000000019 0.093925000000000022 0.043640000000000005 -0.16236499999999995 -0.42305999999999994 0.037045000000000002 -0.085734999999999992 0.11883500000000001 0.083250000000000005 0.084535000000000013 0.087065000000000017 0.088485000000000022 0.076825000000000018 -0.062434999999999997 0.08400500000000001 1.0000000180025095e-35 0.23074000000000003 -0.065984999999999988 -0.085454999999999989 0.085695000000000007
decision_type=2 2 2 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 17 7 8 9 -1 22 19 -7 15 -15 16 -13 18 -6 -10 -19 -17 24 -16 -9
right_child=1 2 -4 -5 5 12 -8 10 11 -11 -12 13 -14 14 23 21 -18 20 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0032667740558249797 0.0032202104248994961 0.00057854611690418239 0.00281749623288535 0.00045504608684588402 0.0014832784717035631 0.0026832132324723129 0.0023534649299937855 0.0028449644261303703 0.0039993611590566774 0.0020657504646399844 0.0031458478853114953 0.0033297500106280096 0.0018742665632742607 0.0024069676693818207 0.0034085903866282047 0.0031664223446964072 0.0039779823036887388 0.0020176753362160802 0.0008519159773646744 0.003303177512925028 0.0014015573776338045 0.0027407530666060244 0.0022410189378286303 0.0030853041768693881 0.0025187596188260058
leaf_weight=68 81 57 77 95 157 67 102 66 52 52 102 425 60 75 71 619 60 70 52 57 55 62 65 287 53
leaf_count=68 81 57 77 95 157 67 102 66 52 52 102 425 60 75 71 619 60 70 52 57 55 62 65 287 53
internal_value=0 0.00174056 0.00156682 0.00140967 0.0015847 0.00170904 0.00308929 0.00312478 0.00318264 0.00274656 0.00275485 0.00321326 0.00230125 0.00318446 0.00302095 0.00324515 0.00341 0.00148377 0.00132633 0.00363556 0.00174681 0.00312771 0.00253796 0.0031495 0.00269991
internal_weight=0 771 690 613 518 461 2216 2114 1828 120 286 1708 127 1599 433 1166 485 334 209 109 125 681 184 358 119
internal_count=2987 771 690 613 518 461 2216 2114 1828 120 286 1708 127 1599 433 1166 485 334 209 109 125 681 184 358 119
is_linear=0
shrinkage=0.00260187


Tree=2197
num_leaves=19
num_cat=0
split_feature=97 10 2 39 0 15 0 13 16 13 15 3 159 4 13 13 43 13
split_gain=1.72548 1.90334 1.6874 1.86841 2.12343 1.75828 1.98749 1.44339 1.17418 2.69237 1.1731 1.15014 1.54843 1.11226 1.09363 1.24111 1.27413 0.205307
threshold=-0.049229999999999996 0.057650000000000007 0.092320000000000013 0.086040000000000019 -0.021574999999999997 -0.46772999999999992 -0.13843999999999998 -0.11279499999999999 -0.012119999999999997 -0.037164999999999997 -0.092879999999999976 -0.085324999999999984 -0.022294999999999995 -0.082274999999999987 -0.099244999999999986 -0.084869999999999987 -0.23538999999999996 -0.38538999999999995
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 -4 8 -2 9 -7 -11 12 -9 -13 17 -16 -17 -8
right_child=1 -3 5 -5 -6 6 14 11 -10 10 -12 13 -14 -15 15 16 -18 -19
leaf_value=-0.00087754403553280344 0.0030851370139529243 -0.00088482633855827247 0.0026667640532581902 0.0034883820729622208 -0.00091933625246106527 -0.0016141875516342131 0.00031422688718599781 -0.00095813947599363437 -0.0018814069594257372 0.00012813263577271628 0.0026127342300819823 0.002804028973148106 0.001082343751026559 0.0014166713387105925 0.002526008678683717 0.0025404706397498824 0.000758637421150699 -0.00072765931614096374
leaf_weight=65 66 68 65 56 59 73 53 58 52 55 52 90 517 843 75 62 625 53
leaf_count=65 66 68 65 56 59 73 53 58 52 55 52 90 517 843 75 62 625 53
internal_value=0 0.0010731 0.00111979 0.00135915 0.00128605 0.000772666 0.000660627 0.0013688 -0.000313073 0.000139299 0.00133678 0.0012936 0.000876301 0.00155064 0.000921025 0.0010779 0.000919627 -0.000205523
internal_weight=0 2922 2854 1689 1633 1165 1100 1574 232 180 107 1508 575 933 868 762 687 106
internal_count=2987 2922 2854 1689 1633 1165 1100 1574 232 180 107 1508 575 933 868 762 687 106
is_linear=0
shrinkage=0.0118477


Tree=2198
num_leaves=23
num_cat=0
split_feature=1 160 130 3 2 4 2 1 13 12 47 12 4 156 160 13 156 1 3 16 48 48
split_gain=1.61722 2.12002 2.05827 1.85257 1.92378 3.9773 1.7698 2.96947 2.1349 1.9692 1.40858 1.21294 1.73942 1.13624 1.47218 1.41109 1.13129 1.09658 0.966611 1.30499 0.712899 0.64936
threshold=0.095085000000000017 -0.24206999999999998 -1.0000000180025095e-35 -0.14539499999999997 -0.0098549999999999974 0.41823000000000005 0.095850000000000005 0.10500500000000001 -0.012064999999999998 0.092475000000000016 0.096850000000000006 -0.0066799999999999993 0.00059000000000000014 0.088735000000000022 -0.082244999999999985 -0.053999999999999999 0.083125000000000018 0.10868000000000001 -0.14954999999999999 -0.45743999999999996 0.10327000000000001 0.090350000000000014
decision_type=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 17 5 -5 9 -8 -9 -6 -11 12 -1 16 -15 -16 18 -4 -13 -20 21 -21
right_child=1 2 3 4 6 -7 7 8 -10 10 -12 13 -14 14 15 -17 -18 -19 19 20 -22 -23
leaf_value=0.0039827548167010668 0.0026566875855059012 -0.0019052778766217859 0.00081560996482912492 -0.0035992826585736649 0.0030746788198264532 0.0010247131275286858 -0.002567177566221599 -0.00035167277629465831 0.0019151880194542754 0.0016049921814588859 -0.00088600002903849054 -0.00028850055309426453 0.00098452368963429168 0.0015885774488947589 0.00063092982062099739 -0.0021483171474240672 0.0023809356584100481 0.0031118413794208504 0.0030124473939360762 0.0010099891625915455 -0.00027850491776493691 0.0020349550508712549
leaf_weight=52 62 60 73 56 70 57 59 171 100 81 60 81 68 61 54 57 99 56 52 1396 61 101
leaf_count=52 62 60 73 56 70 57 59 171 100 81 60 81 68 61 54 57 99 56 52 1396 61 101
internal_value=0 0.000456544 0.000294574 0.000463313 0.000196802 -0.00126566 0.000502513 -6.08507e-05 0.000484322 0.00138423 0.000544062 0.00108097 0.00228485 0.00100727 4.95311e-05 -0.000795066 0.00109922 0.00181344 0.00102411 0.00109023 0.00102599 0.00107923
internal_weight=0 905 843 783 654 113 541 330 271 211 141 2082 120 1962 172 111 1790 129 1691 1610 1558 1497
internal_count=2987 905 843 783 654 113 541 330 271 211 141 2082 120 1962 172 111 1790 129 1691 1610 1558 1497
is_linear=0
shrinkage=0.0123264


Tree=2199
num_leaves=11
num_cat=0
split_feature=1456 1203 3 1186 31 147 148 3 0 13
split_gain=1.35935 1.07377 1.63732 1.46875 1.11726 1.20745 2.01822 0.974946 1.723 1.42768
threshold=-0.24153499999999997 0.084485000000000018 -0.086284999999999987 0.084830000000000017 -0.017869999999999997 0.093085000000000015 -0.043434999999999994 0.12478500000000002 -0.22745499999999999 -0.38538999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 -6 8 -8 -9
right_child=1 2 -4 -5 5 -7 7 9 -10 -11
leaf_value=0.0027711101809823292 -0.00073260476703940767 -0.0019115888890010127 0.00092756464096270617 0.0029019312915866784 -0.0010810752352876493 0.0024226693098041091 0.0029706402927157237 0.00075014321382750853 0.00084087259121790709 -0.0017678647418580672
leaf_weight=58 83 64 76 56 98 77 67 111 2238 59
leaf_count=58 83 64 76 56 98 77 67 111 2238 59
internal_value=0 0.000747853 -0.000369337 0.000803983 0.000760945 0.000807776 0.000759395 0.000832326 0.00090284 -0.000122932
internal_weight=0 2929 140 2789 2733 2650 2573 2475 2305 170
internal_count=2987 2929 140 2789 2733 2650 2573 2475 2305 170
is_linear=0
shrinkage=0.0130808


Tree=2200
num_leaves=23
num_cat=0
split_feature=2 12 2 2 0 15 14 2 52 12 0 16 15 52 12 15 401 0 0 15 12 0
split_gain=83.7908 43.6589 11.1331 10.6331 11.4235 9.38721 7.64183 9.087 7.55254 5.48701 5.0421 4.7298 3.95975 3.02248 1.73689 1.57119 1.28144 0.949671 0.890228 0.869203 1.36214 0.145212
threshold=0.12026500000000001 -1.0000000180025095e-35 0.10523 0.16993500000000003 -0.082234999999999989 -0.24511999999999998 0.05884000000000001 -0.0098549999999999974 -0.031059999999999997 0.087255000000000013 -0.11167499999999998 -0.20132999999999998 -0.10981499999999998 -0.08799499999999999 0.098085000000000019 -0.049344999999999993 0.086390000000000008 -0.068189999999999987 -0.098749999999999991 -0.067614999999999995 0.097145000000000023 -0.049024999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 4 -2 -1 7 -3 13 15 11 -9 -6 -7 16 -4 -12 -16 -10 -11 -21 -14
right_child=3 2 9 -5 12 8 -8 10 18 19 14 -13 21 -15 17 -17 -18 -19 -20 20 -22 -23
leaf_value=0.00040972677533541806 0.00039322351874302607 0.001486004220700202 0.0010940889418952846 -6.8128285362509646e-05 0.00096441381464332102 0.0014810795841121444 0.0032068321566584156 0.002511210057951001 0.0023014934001993679 0.0019324803560397126 0.0025032678482767019 0.0015680862078671308 0.0019379601586151009 0.00061775289271731484 0.0023735527636757174 0.0017370696952145922 0.0027712949814021168 0.0019638922104288836 0.0018150600883369613 0.0026379311373189145 0.0020736408216602865 0.0017317318424621008
leaf_weight=66 101 71 52 70 57 61 91 68 53 69 1346 84 52 54 174 56 141 53 55 52 74 54
leaf_count=66 101 71 52 70 57 61 91 68 53 69 1346 84 52 54 174 56 141 53 55 52 74 54
internal_value=0 0.00226268 0.00238332 0.000851085 0.00109492 0.00128951 0.00245426 0.00241889 0.00154976 0.0019084 0.00245437 0.0019902 0.00152954 0.00107594 0.00249552 0.00142775 0.0025287 0.00227803 0.00205404 0.00217446 0.00230675 0.00183317
internal_weight=0 2620 2331 334 264 289 2028 1937 223 303 1866 152 163 115 1714 108 1487 227 108 195 126 106
internal_count=2954 2620 2331 334 264 289 2028 1937 223 303 1866 152 163 115 1714 108 1487 227 108 195 126 106
is_linear=0
shrinkage=0.00265391


Tree=2201
num_leaves=24
num_cat=0
split_feature=1 1 2 15 14 11 41 2 2 47 2 15 131 51 15 157 15 151 15 1213 131 43 1
split_gain=68.8712 12.0614 11.2176 7.50483 7.21456 6.71506 5.15531 4.50919 5.91887 4.39431 3.94217 2.05007 1.62299 1.65384 1.86514 1.67515 1.39534 0.989037 0.909858 0.86318 0.840677 0.787135 0.758085
threshold=0.11374000000000002 0.093935000000000018 0.14132000000000003 0.037885000000000009 0.073890000000000011 0.08326500000000002 0.078705000000000011 -1.0000000180025095e-35 1.0000000180025095e-35 0.09023500000000001 0.11366500000000002 -0.40166999999999992 0.021890000000000003 -0.086654999999999982 -0.025879999999999997 -0.077664999999999998 -0.050529999999999999 -0.082164999999999988 -0.044024999999999988 -0.025929999999999998 0.09135500000000002 -0.035884999999999993 0.12019000000000001
decision_type=2 2 2 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 5 6 9 10 -2 -9 17 12 -4 13 15 -15 -1 -12 -3 -19 -14 -21 -5 -10
right_child=2 3 11 21 -6 -7 -8 8 22 -11 16 -13 19 14 -16 -17 -18 18 -20 20 -22 -23 -24
leaf_value=0.0017872647227401232 0.00098176928562400119 0.0016339436585348518 0.00094378052314928037 0.0023628403381325707 0.0031951276471435244 0.0025100998696469218 0.0016389859100283224 0.0022329112651070997 0.0015713216720629245 0.0021611297039916657 0.0022766316581163252 0.00026456683123462772 0.0029231931617053775 0.0023187349257540795 0.0025349890817245317 0.0023718511288342431 0.0017564910940538303 0.0015094021174943378 0.0010559328221095474 0.0027965184122760796 0.0024339577128033576 0.0028241001793456585 0.0011675323143556838
leaf_weight=52 88 86 55 54 87 73 59 87 59 75 74 73 69 410 923 106 73 58 69 75 120 53 76
leaf_count=52 88 86 55 54 87 73 59 87 59 75 74 73 69 410 923 106 73 58 69 75 120 53 76
internal_value=0 0.00235839 0.00121795 0.00197369 0.00244629 0.00179047 0.00241305 0.00149092 0.00169261 0.00160796 0.00243705 0.000556638 0.00247209 0.0024379 0.0024685 0.00217963 0.00201852 0.00141305 0.00126325 0.00266504 0.00257355 0.00259158 0.00134421
internal_weight=0 2516 438 468 2048 361 1961 310 222 288 1902 128 1755 1491 1333 158 147 213 127 264 195 107 135
internal_count=2954 2516 438 468 2048 361 1961 310 222 288 1902 128 1755 1491 1333 158 147 213 127 264 195 107 135
is_linear=0
shrinkage=0.00265391


Tree=2202
num_leaves=22
num_cat=0
split_feature=150 3 1 3 42 2 16 52 3 157 0 15 15 15 3 1210 483 16 0 3 3
split_gain=2.44436 2.50469 2.56981 2.07583 2.09488 1.62843 1.81423 1.52474 1.20058 1.12244 1.02822 0.995337 1.26284 1.27355 1.15355 0.975444 0.88346 0.935306 0.542638 1.38003 0.605412
threshold=1.0000000180025095e-35 -0.088584999999999983 0.10950000000000001 -0.13392999999999997 0.086205000000000018 0.14132000000000003 -0.15693499999999996 -0.081674999999999984 -0.027864999999999997 -0.0089949999999999978 0.035525000000000008 0.085915000000000019 -0.46772999999999992 -0.23982999999999996 -0.063569999999999974 -0.08107499999999998 -0.10534499999999998 -0.071444999999999995 -0.085524999999999976 -0.085549999999999973 -0.094004999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 7 4 9 11 -7 -3 -9 -1 -11 12 -5 -14 15 -13 -15 -18 19 -17 -20
right_child=1 2 -4 5 -6 6 -8 8 -10 10 -12 14 13 16 -16 18 17 -19 20 -21 -22
leaf_value=0.0028816950190051361 -0.0019813189658030258 0.0026038892017435956 -0.0011883156079009367 0.002514430273005666 0.003896530377553659 0.0011935012435707877 -0.001676177149690365 0.001334650911424687 -0.00075088435329713878 -9.0279066605684802e-05 0.0020583436853774716 0.0026779043077088944 -0.0010565105671683306 0.0021972753031223031 0.0028585125341593519 -0.00098226798532000722 0.0011158429133010155 0.00046371011871212134 0.0023184559778429755 0.0015614055201098572 0.001084484868421353
leaf_weight=52 71 70 93 59 65 56 69 98 64 74 54 58 53 62 65 57 547 711 64 63 449
leaf_count=52 71 70 93 59 65 56 69 98 64 74 54 58 53 62 65 57 547 711 64 63 449
internal_value=0 3.42714e-05 0.00047499 0.00103489 0.00207232 0.000924949 -0.000389549 0.00114229 0.000509955 0.00141288 0.000815183 0.0010001 0.000816274 0.000743209 0.00134814 0.00120588 0.000815567 0.000747369 0.00107081 0.000352107 0.00123868
internal_weight=0 396 325 2558 245 2313 125 232 162 180 128 2188 1432 1373 756 691 1320 1258 633 120 513
internal_count=2954 396 325 2558 245 2313 125 232 162 180 128 2188 1432 1373 756 691 1320 1258 633 120 513
is_linear=0
shrinkage=0.0118477


Tree=2203
num_leaves=23
num_cat=0
split_feature=1 1 12 47 14 15 15 15 0 147 160 43 15 150 15 12 12 12 43 43 52 12
split_gain=88.131 22.8959 14.053 6.54037 6.2104 3.79722 6.77119 3.66499 3.49812 3.5842 2.11653 2.39196 2.08972 2.27707 1.97313 2.57117 2.22492 1.91641 1.40964 1.06333 0.783001 0.299426
threshold=0.12000500000000001 0.093935000000000018 0.085845000000000019 0.085585000000000008 0.064610000000000015 -0.43091499999999999 -0.0039399999999999991 -0.0039399999999999991 -0.070134999999999989 0.085765000000000022 -0.043349999999999993 0.00042000000000000007 -0.10271999999999999 0.086025000000000018 -0.17840999999999999 0.056995000000000011 -0.0066799999999999993 0.10331000000000001 -1.0000000180025095e-35 -0.077614999999999976 0.11628500000000001 0.094045000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 5 8 -2 -7 12 9 14 -10 19 -3 -14 -1 16 -16 18 21 -12 -17 -4
right_child=3 2 17 -5 -6 6 -8 -9 10 -11 11 -13 13 -15 15 20 -18 -19 -20 -21 -22 -23
leaf_value=0.0031599332663461558 0.0011931850285013374 0.0017592179155856895 0.0022243162572630226 0.0016338936587828562 0.0033105791283714455 1.0564409483744539e-05 0.0012018904645563606 0.0021132576633632097 0.0019874612105172228 0.001966034750788707 0.0024104342906702166 0.0020483422415980895 0.00082180147311540811 0.001532305266593951 0.0025910474419256146 0.0027061957374184152 0.0018711198244916771 0.0020455896480526636 0.0028128879149005646 0.0028197756628997581 0.0025318577304280737 0.0025035016868651481
leaf_weight=55 99 91 53 91 88 80 58 80 88 54 86 70 55 76 70 1164 54 63 97 97 222 63
leaf_count=55 99 91 53 91 88 80 58 80 88 54 86 70 55 76 70 1164 54 63 97 97 222 63
internal_value=0 0.00248802 0.00202134 0.00102881 0.00261971 0.000796358 0.000511472 0.00162546 0.00258868 0.00264027 0.00234364 0.00246742 0.00144955 0.00123422 0.00266352 0.00264542 0.00227776 0.00245441 0.00257519 0.00262756 0.00267829 0.00237619
internal_weight=0 2626 578 328 2048 237 138 302 1960 1619 341 253 222 131 1565 1510 124 276 213 183 1386 116
internal_count=2954 2626 578 328 2048 237 138 302 1960 1619 341 253 222 131 1565 1510 124 276 213 183 1386 116
is_linear=0
shrinkage=0.00265391


Tree=2204
num_leaves=27
num_cat=0
split_feature=4 132 0 2 16 52 12 12 16 3 16 15 2 3 52 2 12 52 484 3 0 15 16 1 133 16
split_gain=2.01091 2.13711 4.08249 1.95248 1.78781 2.19358 1.69168 2.14999 1.8916 1.64075 1.26726 2.71943 1.77111 2.36508 1.18316 0.984825 3.51011 1.34551 1.00095 0.801133 0.768462 0.758979 1.32025 0.676842 0.589449 0.442669
threshold=-0.021269999999999997 0.098870000000000027 0.0088250000000000012 0.12026500000000001 -0.23389999999999997 -0.066844999999999988 -1.0000000180025095e-35 0.079335000000000017 -0.0020399999999999997 -0.12711499999999995 -0.0038249999999999998 -0.0073449999999999991 0.10393500000000001 -0.074959999999999985 0.51326500000000019 0.083815000000000014 0.084175000000000014 0.081945000000000018 -0.073734999999999981 -0.082094999999999987 -0.072374999999999981 0.084495000000000015 0.08215500000000002 0.091535000000000019 -0.015324999999999997 0.0060400000000000011
decision_type=2 2 2 2 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 9 -5 -6 -1 8 -8 -2 11 14 13 -12 -11 17 -17 20 -18 -19 23 22 -20 24 -9 -23
right_child=1 -3 -4 4 5 -7 7 15 -10 10 12 -13 -14 -15 -16 16 18 19 21 -21 -22 25 -24 -25 -26 -27
leaf_value=-0.00052159945244060872 0.0029175553263905475 0.0027406359709559627 -0.0026848119134992863 0.0008223141484530915 0.00030975202263892784 -0.0032973823052824982 0.004849451242788798 0.0014623610752695574 0.0018141324964667945 0.00060634804201858896 0.0011453957388966845 -0.0018611974955437026 -0.00031045083309675536 0.0040732108621327973 0.0025963547469210865 -0.0022302294438176287 0.0028468610250400933 0.0041540872643420559 -0.00075381374618158352 0.0018958878078861828 0.0025523233017801855 0.0014840383325282328 0.0012488856185855059 0.0022491994455710305 -5.8192423156428139e-05 0.00025339060512076761
leaf_weight=78 62 76 62 95 53 58 52 72 97 684 137 72 65 68 53 52 57 52 89 52 65 459 138 52 100 54
leaf_count=78 62 76 62 95 53 58 52 72 97 684 137 72 65 68 53 52 57 52 89 52 65 459 138 52 100 54
internal_value=0 0.00064544 0.00053233 0.000680511 -0.000468144 -0.00157382 0.00131492 0.001418 0.00287436 0.000888013 0.000771268 0.000517111 0.00153229 0.00211724 0.000749641 0.00124318 0.000997114 0.0017744 0.00120785 0.0030263 0.00132342 0.00108142 0.000463083 0.000966202 0.000577522 0.00135476
internal_weight=0 1485 1409 1347 206 111 1469 1391 149 1141 1079 809 270 205 737 1242 849 393 797 104 289 740 227 224 172 513
internal_count=2954 1485 1409 1347 206 111 1469 1391 149 1141 1079 809 270 205 737 1242 849 393 797 104 289 740 227 224 172 513
is_linear=0
shrinkage=0.0128244


Tree=2205
num_leaves=11
num_cat=0
split_feature=9 33 2 9 14 1 1452 2 447 52
split_gain=1.96129 2.55219 1.62369 2.83652 1.23627 1.2678 1.05616 1.23567 1.36112 0.242212
threshold=0.092645000000000019 0.082505000000000009 -1.0000000180025095e-35 -0.016839999999999997 -0.31108499999999994 0.14720000000000003 0.087375000000000008 0.14132000000000003 0.085540000000000019 0.0030150000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 7 8 -6 -8
right_child=-2 -3 4 -5 5 -7 9 -9 -10 -11
leaf_value=0.0011961974198340356 -0.0014736503643757459 0.0034488835549200377 -0.00064120108910416219 -0.0024342558593386169 0.00081461592761849122 0.0027153585290397965 0.0014574832338586753 -0.00050914035703799937 0.0023500718772193575 0.0026096295104506787
leaf_weight=63 52 52 75 58 2376 53 52 95 84 52
leaf_count=63 52 52 75 58 2376 53 52 95 84 52
internal_value=0 0.000846545 0.000799968 -0.000542975 0.000858318 0.000899834 0.000863598 0.000815877 0.000867098 0.00203477
internal_weight=0 2960 2908 121 2787 2712 2659 2555 2460 104
internal_count=3012 2960 2908 121 2787 2712 2659 2555 2460 104
is_linear=0
shrinkage=0.0118477


Tree=2206
num_leaves=22
num_cat=0
split_feature=11 155 14 1 13 15 158 158 51 51 48 0 160 2 159 42 16 1212 15 0 49
split_gain=1.82805 1.93981 1.71596 1.44808 2.52485 2.39331 1.41843 3.35847 1.15449 2.01697 1.30041 1.02856 1.28232 1.12419 1.10006 1.17155 1.08586 0.967898 0.773954 0.617772 0.338765
threshold=0.086175000000000015 0.085010000000000016 0.076450000000000004 0.077375000000000013 0.019675000000000002 -0.0025249999999999995 0.09908500000000002 0.065940000000000012 0.090735000000000024 0.010750000000000001 0.090935000000000016 -0.0088049999999999986 0.061085000000000007 0.08895500000000002 -0.085534999999999986 0.085790000000000019 -0.072904999999999984 0.087685000000000013 -0.011959999999999998 -0.087184999999999985 0.093290000000000012
decision_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 11 6 -6 7 8 9 -5 -10 12 14 -14 15 -1 19 -18 20 -16 -15
right_child=1 -3 -4 4 5 -7 -8 -9 10 -11 -12 -13 13 18 16 -17 17 -19 -20 -21 -22
leaf_value=0.00062337813869297091 -0.0020502539787427311 0.0012933028573583086 0.0027845501913333981 0.00071650310760153527 -0.0025284947350793768 0.00085926618302227444 0.0024232967612372275 -0.0027300117998650996 0.0033185612910616143 -0.0018937426164385416 0.00070862908700865441 0.0026029300706204824 0.0035647626803114374 0.0027983083412808254 0.0016785155326966654 0.003060964913750758 0.00040146596991931592 -0.0015599793253110244 1.9397349686145302e-05 0.00073998098745406958 0.0013040143969085787
leaf_weight=69 84 52 82 771 95 65 80 55 63 59 81 77 58 53 199 78 447 52 54 377 61
leaf_count=69 84 52 82 771 95 65 80 55 63 59 81 77 58 53 199 78 447 52 54 377 61
internal_value=0 -0.000770767 0.000843407 0.000786385 0.000446545 -0.00115131 0.000677204 0.000541313 0.000726188 0.00053078 0.00185148 0.00106908 0.000987416 0.00192962 0.000813043 0.00191778 0.000661841 0.000196776 0.00136425 0.00106448 0.002
internal_weight=0 136 2876 2794 1269 160 1109 1029 974 830 144 1525 1448 226 1222 147 1075 499 168 576 114
internal_count=3012 136 2876 2794 1269 160 1109 1029 974 830 144 1525 1448 226 1222 147 1075 499 168 576 114
is_linear=0
shrinkage=0.0136093


Tree=2207
num_leaves=19
num_cat=0
split_feature=9 31 0 4 12 48 16 16 16 480 16 2 3 3 16 12 0 2
split_gain=1.15119 1.48605 1.32577 4.13066 3.53655 1.87482 1.49847 5.61283 1.48321 1.17113 1.0533 1.14995 0.768334 0.863093 0.472802 0.438362 0.37645 0.287631
threshold=0.092645000000000019 -0.080884999999999985 -0.063819999999999988 0.50291500000000011 -0.10468499999999999 0.093225000000000016 0.14976500000000001 -0.0020399999999999997 0.4028000000000001 0.084870000000000015 0.24624500000000002 0.098970000000000016 -0.14954999999999999 -0.115685 -0.080789999999999987 0.084735000000000019 -0.082784999999999984 0.11098000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 6 7 14 -8 10 12 -12 -6 -14 -4 -11 -17 -10
right_child=-2 2 3 -5 9 -7 8 -9 17 15 11 -13 13 -15 -16 16 -18 -19
leaf_value=0.0027599444347374286 -0.0013387634429548629 0.0036683005094556762 0.0023970996553536014 -0.0034779421300031319 -0.00063222108617129544 -0.0015251478569247598 0.0027291421452893352 -0.0038384543665071812 0.00018825575153162726 0.0026855468677418467 0.00047179795957726306 -0.0019577085296814283 0.0023895481433338327 0.00066131681946267351 0.00062672532420820581 0.0006442416316126149 0.0021091649564347337 0.0014116481772166998
leaf_weight=59 52 72 53 54 79 75 95 52 101 55 84 59 53 1833 55 75 54 52
leaf_count=59 52 72 53 54 79 75 95 52 101 55 84 59 53 1833 55 75 54 52
internal_value=0 0.000662939 0.000620241 2.15122e-05 0.000756187 0.00041305 0.000769686 -0.000236241 0.00141925 0.000664645 0.000575437 -0.00052959 0.000655926 0.000709959 0.00149684 0.00168589 0.00125857 0.00060498
internal_weight=0 2960 2901 537 2364 483 408 160 248 2292 2108 143 1965 1886 108 184 129 153
internal_count=3012 2960 2901 537 2364 483 408 160 248 2292 2108 143 1965 1886 108 184 129 153
is_linear=0
shrinkage=0.0133425


Tree=2208
num_leaves=29
num_cat=0
split_feature=2 12 43 2 150 12 2 0 2 15 2 0 16 11 42 43 475 0 50 2 43 12 0 12 12 43 42 133
split_gain=80.7142 34.7919 10.93 8.56098 7.39627 6.47335 4.34593 5.03447 3.64819 3.58545 4.99066 2.87258 2.77343 2.52422 2.00155 3.44521 1.9314 1.76304 1.69575 1.43683 2.31614 1.23716 1.22826 0.93244 0.682472 0.582266 0.828958 0.46059
threshold=0.13631000000000001 0.023990000000000004 -0.049364999999999992 0.16993500000000003 0.08882000000000001 0.090285000000000018 0.11487000000000001 -0.15445999999999996 0.10085000000000001 -0.24211499999999997 -1.0000000180025095e-35 -0.11825999999999999 0.053305000000000012 1.0000000180025095e-35 -0.079234999999999986 -0.11113499999999998 -0.081364999999999979 -0.075914999999999996 -0.041284999999999995 0.085325000000000012 0.021175000000000003 -0.014854999999999998 -0.09194999999999999 0.08598500000000002 0.10279500000000001 -0.00098499999999999976 0.088380000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 17 6 8 7 -4 13 -1 -11 -12 21 19 24 -16 -17 -2 -18 25 23 -9 -20 -21 27 26 -3 -7
right_child=3 5 4 -5 -6 14 -8 12 -10 10 11 -13 -14 -15 15 16 18 -19 22 20 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0013138767252204189 0.0011164491179787973 0.0035020546738541241 0.0037424405081039193 0.0003167140419441123 0.0019073263781929661 0.003627810791092494 0.0021857719109666788 0.0028475982053869251 0.0025930562246935054 0.0014742418300992043 0.0020347287544474949 0.0030126406544709137 0.0032812285229189895 0.0039821575785150606 0.0023435371325292954 0.0035676404923906942 0.0025199828052975739 0.0018044627207512217 0.0027357244134928889 0.0034826629605746048 0.0027199618825960782 0.0022387419623027291 0.003087774113146462 0.0032095391422529282 0.0030054495570042785 0.0037257550026468279 0.0031171775045024928 0.0032750986313824656
leaf_weight=67 52 303 73 75 83 54 61 60 53 65 54 54 73 63 73 55 65 94 108 204 64 61 543 261 55 79 62 98
leaf_count=67 52 303 73 75 83 54 61 60 53 65 54 54 73 63 73 55 65 94 108 204 64 61 543 261 55 79 62 98
internal_value=0 0.00301456 0.00240935 0.00113797 0.00270547 0.00319865 0.00290734 0.00307207 0.00336041 0.00190212 0.00212975 0.00252398 0.00281965 0.00339963 0.00303102 0.00296605 0.00302495 0.00155964 0.00298322 0.00336188 0.00325575 0.00254092 0.00302942 0.00332943 0.00329577 0.00348826 0.00343677 0.00340061
internal_weight=0 2791 651 221 411 2140 328 267 1089 240 173 108 194 1036 1051 844 771 146 716 973 529 121 651 465 207 444 365 152
internal_count=3012 2791 651 221 411 2140 328 267 1089 240 173 108 194 1036 1051 844 771 146 716 973 529 121 651 465 207 444 365 152
is_linear=0
shrinkage=0.00298873


Tree=2209
num_leaves=26
num_cat=0
split_feature=14 11 1 2 2 160 13 13 48 0 13 2 13 50 131 160 0 2 484 1447 49 2 13 13 0
split_gain=1.21838 1.46379 1.21512 2.11917 5.34787 2.59473 2.78662 1.48045 1.9719 1.15486 1.58348 1.3543 0.882521 1.26934 0.740052 0.65916 0.978914 0.877867 0.578852 0.843834 0.669433 0.474492 0.473515 0.302452 0.729975
threshold=0.076450000000000004 0.090715000000000004 0.077375000000000013 0.083185000000000023 0.090695000000000012 -0.012019999999999998 -0.0042049999999999995 -0.18997999999999995 0.11427000000000001 -0.077104999999999993 -0.066869999999999999 -1.0000000180025095e-35 -0.010424999999999999 0.077765000000000015 0.090375000000000025 0.061085000000000007 -0.0088049999999999986 0.08895500000000002 0.11749000000000001 -0.085644999999999985 0.11580500000000001 0.096325000000000008 -0.042269999999999995 -0.095574999999999979 -0.088494999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 9 -5 6 -6 -7 -9 12 14 -12 23 -14 -11 16 18 -17 19 -1 -21 -19 -13 -4 -25
right_child=-2 -3 3 4 5 7 -8 8 -10 10 11 22 13 -15 -16 17 -18 21 -20 20 -22 -23 -24 24 -26
leaf_value=0.0021699997221673634 0.0020862857226405991 -0.001121745586099685 0.0018376089194665291 -0.0034174052761972019 -0.00032944440167876189 0.0012824366906473931 0.0033703101307094364 -0.0012423343258058418 0.0013201445223757623 0.0024511334809795273 -0.0018557912191910849 -0.00051074108639732559 0.003578207401132552 0.00086604513287370463 0.00044923630813260802 0.0029199670999436036 0.0023122373501418153 0.00041121669209194105 -0.00049667879289067517 0.00080195549122598722 -0.00046014660472942635 0.0017504340995964348 0.0011074682491099455 -0.00026832186253223728 0.0012247444694116992
leaf_weight=70 100 75 52 73 58 80 79 228 63 59 71 54 59 55 63 59 69 84 59 1020 74 91 66 78 173
leaf_count=70 100 75 52 73 58 80 79 228 63 59 71 54 59 55 63 59 69 84 59 1020 74 91 66 78 173
internal_value=0 0.000645947 0.000692726 0.000406196 -0.000171558 0.000294603 0.00180299 -0.000262033 -0.0006871 0.000866213 0.000276902 -0.000451562 0.00130822 0.00227091 0.00141849 0.000938797 0.000825142 0.00156574 0.000741131 0.000803989 0.00071646 0.00110839 0.000378133 0.000945569 0.000760218
internal_weight=0 2912 2837 1311 581 508 137 371 291 730 313 191 417 114 122 1526 1292 234 1223 1164 1094 175 120 303 251
internal_count=3012 2912 2837 1311 581 508 137 371 291 730 313 191 417 114 122 1526 1292 234 1223 1164 1094 175 120 303 251
is_linear=0
shrinkage=0.0128244


Tree=2210
num_leaves=13
num_cat=0
split_feature=4 4 124 42 2 52 3 0 1 52 2 1
split_gain=2.17565 1.79511 1.89196 1.61745 1.55055 1.52837 1.39207 1.43728 2.68095 3.00704 1.71356 1.74401
threshold=-0.51323499999999989 -0.14595999999999995 0.08919500000000001 -0.14592499999999997 0.10859000000000001 -0.090084999999999985 -0.15963499999999997 -0.12851999999999997 0.080545000000000019 0.0049050000000000005 -0.098699999999999982 0.13205500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 -5 8 -8 -10 -9 -12
right_child=1 2 -4 6 -6 -7 7 10 9 -11 11 -13
leaf_value=-0.002036453694409847 0.0011120198345293336 0.0022397960848639011 -0.0020408335474733025 -0.0015714424609687473 -0.00011830307422476941 0.003620122990626477 0.0023636092692083674 0.0029253111312071943 -0.00018979390559556206 -0.003667521507429437 0.0006362430407479998 -0.0010018039282285024
leaf_weight=60 92 90 54 61 65 82 56 55 246 54 1936 123
leaf_count=60 92 90 54 61 65 82 56 55 246 54 1936 123
internal_value=0 0.000529824 0.000430765 0.000481742 0.00163793 0.00229482 0.000419171 0.000468389 -0.000315655 -0.00081626 0.00060049 0.000538321
internal_weight=0 2914 2675 2621 239 174 2531 2470 356 300 2114 2059
internal_count=2974 2914 2675 2621 239 174 2531 2470 356 300 2114 2059
is_linear=0
shrinkage=0.0133425


Tree=2211
num_leaves=23
num_cat=0
split_feature=1 1 16 12 1 2 10 15 39 2 12 1 12 12 480 42 481 15 43 12 42 16
split_gain=132.716 24.333 15.7427 14.2159 8.74474 8.12227 8.08441 6.1469 4.20807 3.71342 3.21465 3.17818 2.88308 2.02062 2.30597 1.97043 1.68403 1.63956 2.32699 1.24983 1.11421 0.450188
threshold=0.10575500000000002 0.13074500000000003 0.12992000000000004 0.056995000000000011 0.087545000000000026 0.10584500000000001 -0.020369999999999996 -0.0039399999999999991 0.08955500000000001 0.090990000000000015 0.091545000000000015 0.078705000000000011 0.11697000000000002 0.082595000000000016 -0.022539999999999998 -0.10868499999999999 -0.074254999999999988 -0.070974999999999983 -1.0000000180025095e-35 0.083885000000000015 0.088380000000000014 -0.077509999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 11 10 -3 9 -8 -6 -2 -1 13 -5 -15 21 20 18 -7 -18 -17 -16
right_child=1 6 -4 12 7 17 8 -9 -10 -11 -12 -13 -14 14 15 16 19 -19 -20 -21 -22 -23
leaf_value=0.0019892140899166332 0.0012744068189589289 -0.00036296805021449004 0.0023287345275908372 0.0028771149079381223 0.0016855983647834495 0.00064970233104918898 0.0010347161716402784 0.0021094188615172127 0.0002592356069864217 0.00084511969884161855 0.0021385132584134875 0.0026487114198416074 0.0019374125828853072 0.0019268996948561858 0.0025748392225692978 0.0028339478774577695 0.002023293536330629 0.00048594315173370375 0.0012693428146022612 0.0023902821749345431 0.0023896769498797949 0.002889666750469885
leaf_weight=102 52 60 88 57 56 66 93 71 77 73 52 78 78 59 57 86 59 52 82 1460 58 58
leaf_count=102 52 60 88 57 56 66 93 71 77 73 52 78 78 59 57 86 59 52 82 1460 58 58
internal_value=0 0.00104374 0.00141522 0.00231733 0.00188279 0.0011507 0.000410486 0.00152954 0.000683623 0.00121018 0.00170671 0.00227514 0.00240106 0.00242014 0.00240594 0.00242182 0.00240023 0.000861439 0.000993194 0.00237605 0.00265519 0.00273385
internal_weight=0 622 392 2352 380 304 230 200 170 129 104 180 1972 1894 1837 1778 1663 200 148 1519 144 115
internal_count=2974 622 392 2352 380 304 230 200 170 129 104 180 1972 1894 1837 1778 1663 200 148 1519 144 115
is_linear=0
shrinkage=0.0024518


Tree=2212
num_leaves=16
num_cat=0
split_feature=49 156 15 16 156 40 43 0 43 43 1210 147 42 43 15
split_gain=1.77237 0.990139 1.63632 4.56491 1.59373 1.07952 1.20016 1.41953 1.88795 1.38217 1.31185 1.16513 1.07594 0.668643 0.42382
threshold=-0.22756499999999999 0.10510000000000001 -0.2987999999999999 -0.38959499999999997 0.11837500000000002 0.053385000000000009 0.10751000000000001 -0.087734999999999994 0.0044550000000000006 0.25734000000000007 -0.080804999999999974 0.08975000000000001 -0.10868499999999999 0.41338000000000003 -0.52461999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 14 -3 6 7 8 11 -8 -9 -4 -12 -11 -2
right_child=1 4 5 -5 -6 -7 9 10 -10 13 12 -13 -14 -15 -16
leaf_value=-0.0020593946457855119 -2.1649245428897439e-05 0.0036451228538084686 0.00053091845040963376 -0.0046922193792573626 0.00051434362957634733 -0.0014334585796188612 0.0039530994980551898 -0.00075359025097363657 -0.0027309952547487754 0.00018867734921601919 0.0026537383652406911 -0.0018986522305029366 0.00097169146765753759 0.0022218356418882775 0.0018226251494991297
leaf_weight=57 65 72 663 52 89 54 59 101 52 84 100 52 1342 75 57
leaf_count=57 65 72 663 52 89 54 59 101 52 84 100 52 1342 75 57
internal_value=0 0.000723307 0.000653602 -0.000813293 0.00191548 0.000752521 0.000799281 0.000694529 0.00014462 0.0019085 0.000967771 0.000353989 0.00108845 0.00114876 0.000838652
internal_weight=0 2917 2756 174 161 2582 2528 2310 767 218 1543 715 1442 159 122
internal_count=2974 2917 2756 174 161 2582 2528 2310 767 218 1543 715 1442 159 122
is_linear=0
shrinkage=0.0156328


Tree=2213
num_leaves=16
num_cat=0
split_feature=4 4 10 124 158 16 16 43 133 160 16 15 16 4 157
split_gain=1.51072 1.21749 1.55556 1.18297 1.1348 0.839907 1.78883 1.65077 0.916854 0.905414 0.84237 0.77576 0.642999 0.691728 0.326137
threshold=-0.51323499999999989 -0.14595999999999995 -0.089679999999999982 0.0049200000000000008 0.12278500000000002 0.058875000000000004 0.0048000000000000013 -0.069134999999999988 0.087045000000000025 -0.54913999999999985 0.18879500000000002 -0.048464999999999994 -0.008069999999999999 -0.42305999999999994 -0.0012349999999999998
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 9 -8 10 -4 -7 -10 -2 14 -14
right_child=1 2 3 -5 -6 8 7 -9 11 -11 -12 -13 13 -15 -16
leaf_value=-0.0016849847527402768 0.0027344654492978343 -0.0014153810862641595 0.0023134484140957881 -0.0014110138829149929 -0.0013928466023589254 0.0031460909730444513 0.00032029543755585928 -0.0027910571822922703 0.0011975536553956976 0.00055223905562342085 0.0012419956830640587 -0.00094889848150505143 0.00094305781851730024 -0.00011217099123122589 0.0024151953722157892
leaf_weight=60 60 83 58 60 56 62 74 59 79 1926 163 55 57 62 60
leaf_count=60 60 83 58 60 56 62 74 59 79 1926 163 55 57 62 60
internal_value=0 0.000539698 0.000454806 0.000514749 0.000560442 0.00060468 0.000499277 -0.00105881 0.00122582 0.000603801 0.00176734 0.000315441 0.00148924 0.00107101 0.00169927
internal_weight=0 2914 2675 2592 2532 2476 2117 133 359 1984 225 134 239 179 117
internal_count=2974 2914 2675 2592 2532 2476 2117 133 359 1984 225 134 239 179 117
is_linear=0
shrinkage=0.0138815


Tree=2214
num_leaves=13
num_cat=0
split_feature=49 14 4 16 4 4 158 448 13 151 39 13
split_gain=1.2228 1.07148 1.38598 3.33362 1.1607 1.42305 0.980354 0.895751 0.811729 0.729535 0.936301 1.13363
threshold=-0.14757499999999998 -0.41608999999999996 0.26546000000000003 -0.43708999999999992 0.41823000000000005 0.6224900000000001 0.12540500000000002 -0.069474999999999995 -0.026489999999999996 0.0048400000000000014 0.091635000000000008 0.26379000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 4 8 -6 7 -3 -4 10 11 -9
right_child=1 2 3 -5 5 -7 -8 9 -10 -11 -12 -13
leaf_value=-0.0011270007398471158 0.0021790779970906967 0.0022474274101643614 -0.001831925212157317 -0.0031885664841223601 0.0030042257826501228 -0.00026036494619486873 -0.0012509766330254053 0.00059200393271686546 0.00055622805674772585 -0.00064080373222780542 -0.00089670736534560236 0.0026514936989978635
leaf_weight=99 72 63 57 70 55 52 60 2151 57 101 82 55
leaf_count=99 72 63 57 70 55 52 60 2151 57 101 82 55
internal_value=0 0.000473055 0.000429179 -0.000495605 0.000356686 0.00141628 0.000536369 0.000580167 -0.000636523 0.000536137 0.000588157 0.00064342
internal_weight=0 2875 2803 291 221 107 2512 2452 114 2389 2288 2206
internal_count=2974 2875 2803 291 221 107 2512 2452 114 2389 2288 2206
is_linear=0
shrinkage=0.0141591


Tree=2215
num_leaves=14
num_cat=0
split_feature=9 40 13 9 15 471 43 13 13 43 2 1 3
split_gain=3.47701 1.50418 1.32241 3.09658 1.37623 1.06348 0.914327 1.12946 2.1954 1.02707 0.752707 0.699555 0.515317
threshold=0.083710000000000021 -0.096604999999999983 -0.18997999999999995 -0.084439999999999987 -0.11124499999999998 1.0000000180025095e-35 0.065040000000000014 0.011265000000000002 0.065520000000000009 0.097510000000000027 0.13775000000000001 0.076160000000000019 -0.080854999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 6 7 10 -9 -8 -5 -7 -11
right_child=-2 2 3 5 -6 11 9 8 -10 12 -12 -13 -14
leaf_value=0.0019295859365261894 -0.0015825434235098455 0.002493841050455802 -0.0021395424971986992 0.00037417956213369987 0.00039749823045000352 0.00050894136437718517 -0.0014674138522820638 -0.0018472941014615041 0.00018238474545187748 0.00069330288666825241 0.0015264340886977149 0.002088262716620735 -0.0003134610356406081
leaf_weight=58 102 55 55 1773 77 63 60 68 274 77 60 53 160
leaf_count=58 102 55 55 1773 77 63 60 68 274 77 60 53 160
internal_value=0 0.00031759 0.000283859 0.000234477 0.00127179 0.000284972 0.000240514 0.000312401 -0.000220862 -0.00028557 0.000411955 0.00123146 1.31756e-05
internal_weight=0 2833 2775 2643 132 2588 2472 2175 342 297 1833 116 237
internal_count=2935 2833 2775 2643 132 2588 2472 2175 342 297 1833 116 237
is_linear=0
shrinkage=0.0101119


Tree=2216
num_leaves=32
num_cat=0
split_feature=1 1 16 3 2 2 3 2 12 48 52 16 1 16 4 1 13 12 4 1456 16 2 16 42 4 4 1 156 16 13 13
split_gain=106.628 19.7699 9.32166 9.17822 5.88273 7.58282 5.23625 4.24933 4.34351 4.01477 3.81007 5.48383 3.37557 3.18848 3.04602 4.83252 4.10949 3.01369 2.22516 1.53661 1.50684 1.43998 1.42718 1.42185 1.32826 1.41263 1.23016 1.13965 0.906366 0.804433 0.604361
threshold=0.10749500000000002 0.13300500000000001 0.12992000000000004 -0.066229999999999997 0.078775000000000012 0.093320000000000014 0.28833000000000003 0.097005000000000022 0.087625000000000022 0.11028500000000001 -0.068039999999999975 -0.10850999999999998 0.083065000000000014 -0.33811499999999994 -0.0097449999999999985 0.08864000000000001 -1.0000000180025095e-35 0.090400000000000022 0.0063750000000000013 0.056325000000000007 -0.083614999999999981 0.10085000000000001 -0.011349999999999997 0.090705000000000022 0.053925000000000008 -0.036839999999999991 0.089895000000000017 0.087205000000000019 -0.077509999999999982 0.041960000000000004 0.056735000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 7 -5 12 13 17 -9 10 -2 -12 -6 -3 16 -16 -7 19 20 23 -19 -10 -21 26 25 30 27 -1 -22 -30 -23
right_child=1 6 -4 4 5 14 -8 8 21 -11 11 -13 -14 -15 15 -17 -18 18 -20 22 28 24 -24 -25 -26 -27 -28 -29 29 -31 -32
leaf_value=0.0030021564299942726 0.0012551300409523898 0.0007908959760488997 0.0026787109008179111 0.0018355593674368122 0.0035786672925531005 0.0021501697855725857 0.00039886647430669554 0.0019368911691504025 0.0024055843200937329 0.001077869944696278 0.0016616511758810843 0.0026148571981364291 0.0027568398170087997 0.00161694328661481 0.0024537380275716893 0.0015016471078293714 0.0030635773381183923 0.0031000043991865449 0.0022683455082287444 0.0029935589502954147 0.0025018622635596256 0.0029913213840126879 0.0035485263479361024 0.0032948743206513962 0.0025585611236668025 0.0033080612891321294 0.0025673577483497404 0.0026934215983880896 0.0028916582230722881 0.0025388125623063804 0.0026005362713111034
leaf_weight=681 54 56 80 78 56 59 79 52 68 56 100 65 79 67 98 54 71 101 53 60 80 53 63 82 80 53 55 90 203 55 54
leaf_count=681 54 56 80 78 56 59 79 52 68 56 100 65 79 67 98 54 71 101 53 60 80 53 63 82 80 53 55 90 203 55 54
internal_value=0 0.00154918 0.00191176 0.00278921 0.00247972 0.00260015 0.000911833 0.00287056 0.0026206 0.00168855 0.00184458 0.00203732 0.00309795 0.00124108 0.00236174 0.00211567 0.00264924 0.00292962 0.00276468 0.00300831 0.00282454 0.00273594 0.00327803 0.00297174 0.00282943 0.00296469 0.00293963 0.00296615 0.00274214 0.00281654 0.00279436
internal_weight=0 557 355 2378 495 417 202 1883 360 275 219 165 135 123 282 152 130 1523 492 1031 439 308 123 908 240 160 826 771 338 258 107
internal_count=2935 557 355 2378 495 417 202 1883 360 275 219 165 135 123 282 152 130 1523 492 1031 439 308 123 908 240 160 826 771 338 258 107
is_linear=0
shrinkage=0.00255085


Tree=2217
num_leaves=25
num_cat=0
split_feature=1 1 3 2 2 2 150 3 11 43 3 3 51 42 159 42 3 13 43 1456 1429 42 43 159
split_gain=90.852 17.6876 7.05473 6.53195 8.23671 6.19231 4.65685 3.56546 3.47324 2.27441 2.19366 2.02768 1.85996 1.83912 1.67195 2.61622 1.63872 2.61782 1.50251 1.38364 1.36498 1.45124 1.26505 1.21834
threshold=0.10684 0.13074500000000003 -0.031895 -0.0098549999999999974 0.092250000000000013 0.11426500000000002 1.0000000180025095e-35 0.28833000000000003 0.07585500000000002 -0.079409999999999994 0.110335 -0.10115999999999999 0.11024000000000002 0.09364500000000002 -0.023859999999999996 0.087825000000000014 -0.023409999999999997 -1.0000000180025095e-35 -0.028184999999999998 -0.091249999999999984 0.084710000000000021 0.089785000000000018 -0.077224999999999988 0.011235000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 12 22 8 13 11 -4 -11 -6 14 -3 15 18 23 -18 -5 -16 21 -21 -2 -13
right_child=1 7 9 4 6 -7 -8 -9 -10 10 -12 16 -14 -15 19 -17 17 -19 -20 20 -22 -23 -24 -25
leaf_value=0.0017017397605171433 0.0026383485482040238 0.0012199140692244711 0.00083383739950005135 0.0027963181480522639 0.0017782612671099632 0.0013158653960395636 0.0016730073139503831 0.00027183735923628962 0.0028377586818661444 0.0018781238473053548 0.0011846994154217083 0.0023218843810930362 0.0021180235811089727 0.00061885245378968945 0.0021540370225101922 0.0024635258329909868 0.0016928318621121435 0.0024118481078833479 0.0034049681418988256 0.0026525536212864249 0.0021913624091127789 0.0024164325499429137 0.002101838317586863 0.0027045032629050875
leaf_weight=79 55 80 54 59 55 59 84 80 79 53 75 393 57 61 54 79 69 69 53 871 58 225 67 67
leaf_count=79 55 80 54 59 55 59 84 80 79 53 75 393 57 61 54 79 69 69 53 871 58 225 67 67
internal_value=0 0.00129161 0.00164498 0.00243836 0.00246396 0.00200897 0.00225443 0.000711066 0.00232111 0.00128283 0.00147204 0.00225856 0.00258137 0.000960077 0.00260023 0.00282785 0.00230269 0.00205254 0.00308459 0.00256422 0.00258338 0.00260411 0.00234394 0.00237767
internal_weight=0 584 363 2351 2272 181 816 221 732 182 128 653 1456 141 1399 191 598 138 112 1208 1154 1096 122 460
internal_count=2935 584 363 2351 2272 181 816 221 732 182 128 653 1456 141 1399 191 598 138 112 1208 1154 1096 122 460
is_linear=0
shrinkage=0.00260187


Tree=2218
num_leaves=25
num_cat=0
split_feature=1 3 4 1 39 150 3 15 3 1 3 51 48 11 4 15 51 1 1456 1 1 4 43 1
split_gain=97.4667 20.7012 9.26567 8.11089 7.95462 6.55014 4.40712 3.76663 3.54108 2.84644 2.40893 2.38577 2.58596 2.5902 2.75757 2.55341 1.97921 1.97693 1.35404 1.23918 1.22939 0.819503 0.509443 0.297354
threshold=0.10932500000000002 0.28833000000000003 0.26846000000000009 0.089625000000000024 0.086750000000000008 1.0000000180025095e-35 -0.051469999999999995 -0.087984999999999994 0.084670000000000009 0.13074500000000003 0.085090000000000013 -0.41601499999999997 0.091125000000000025 1.0000000180025095e-35 -0.111135 -0.085999999999999979 -0.0051599999999999988 0.14228000000000005 0.075285000000000005 0.091915000000000011 0.122715 -0.066714999999999983 -0.0068849999999999996 0.084815000000000015
decision_type=2 2 2 2 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 20 6 16 -7 -8 22 11 -1 13 14 -13 -14 -5 -3 -16 -18 -2 -21 -4 -12
right_child=1 17 9 5 -6 7 8 -9 -10 -11 23 12 15 -15 18 -17 19 -19 -20 21 -22 -23 -24 -25
leaf_value=0.0020213716146175774 0.0024064609157480655 0.00048019595402192943 0.0011327841703438213 0.0028982171786357579 0.001018862127567069 0.0010691517455116383 0.0013546869016084794 0.0020460148257533772 0.0023301812831290221 0.00065006709030466213 0.0020142902507658575 0.0020791640667004955 0.0025800484369955237 0.0031218872703085306 0.0026225496986996928 0.001825965588136176 0.0020730036881325417 -0.00024727825467562751 0.0029176346565892505 0.0026925440648325385 0.0018820884613984265 0.0023158825759837377 0.0015089387846698276 0.0023177766051390501
leaf_weight=53 93 59 56 80 60 52 52 72 63 85 52 68 81 85 1265 60 67 55 133 96 55 85 56 52
leaf_count=53 93 59 56 80 60 52 52 72 63 85 52 68 81 85 1265 60 67 55 133 96 55 85 56 52
internal_value=0 0.00116863 0.0014612 0.00248757 0.00186782 0.00219831 0.00235548 0.0016366 0.00188934 0.00103173 0.00257625 0.00260067 0.0026188 0.00265145 0.00262416 0.00225937 0.00251882 0.000128963 0.00265064 0.00239631 0.00221179 0.00251582 0.00132112 0.00216632
internal_weight=0 519 405 2416 208 567 443 124 115 197 1849 1745 1692 1551 1466 141 328 114 1398 248 148 181 112 104
internal_count=2935 519 405 2416 208 567 443 124 115 197 1849 1745 1692 1551 1466 141 328 114 1398 248 148 181 112 104
is_linear=0
shrinkage=0.00276112


Tree=2219
num_leaves=24
num_cat=0
split_feature=4 1 15 12 47 4 1 49 12 1 14 12 0 12 151 1 1 0 51 12 42 159 4
split_gain=69.2455 19.2327 10.3145 9.46346 6.79123 8.91266 8.10828 7.58826 4.60965 4.19461 4.00216 2.30714 3.91132 2.27987 2.05724 1.93256 1.64403 1.52989 1.50157 1.47041 1.25585 1.16169 0.52016
threshold=0.31392000000000003 0.12313000000000002 -0.43091499999999999 0.056995000000000011 0.077735000000000012 -0.17568999999999999 0.087545000000000026 -0.053544999999999988 0.11755500000000001 0.11239500000000001 -1.0000000180025095e-35 0.09253500000000002 -0.05461499999999999 -0.060304999999999991 -0.086439999999999989 0.13857500000000003 0.081005000000000008 -0.085719999999999977 -0.10998999999999999 0.094045000000000004 0.109255 -0.025079999999999995 -0.068329999999999988
decision_type=2 2 2 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 13 -8 11 -4 -2 12 14 -7 17 -3 19 -5 -18 -13 -20 -16 -21
right_child=2 15 9 8 -6 6 7 -9 -10 -11 -12 16 -14 -15 21 -17 18 -19 20 22 -22 -23 -24
leaf_value=0.0022323002701075236 0.0015893554251608336 0.0011726477417656278 0.00074766246337361656 0.0014204491730368644 0.0022028786819620746 0.0021024543989011267 0.0014210072367720134 0.00042371332557076456 0.0014206745752351239 -0.00010924187464678626 0.00077426131282503871 0.0014667860901642674 0.0027133498496983732 0.0014460015392963605 0.0022535578985846379 0.00053723470071977445 0.0024144821416169906 0.001999151487763941 0.002062316274295089 0.0019893496664418484 0.0016334625253805266 0.0020348759993753067 0.0017840224696924214
leaf_weight=72 58 65 52 54 90 59 96 88 85 101 97 71 54 70 176 52 52 57 154 119 57 942 214
leaf_count=72 58 65 52 54 90 59 96 88 85 101 97 71 54 70 176 52 52 57 154 119 57 942 214
internal_value=0 0.00186256 0.000633627 0.00190786 0.00159597 0.00145402 0.00127491 0.000944183 0.00198065 0.000181823 0.00107943 0.00200504 0.00206606 0.00174644 0.0020376 0.000890466 0.00188762 0.00171786 0.0020392 0.00178888 0.00194659 0.00206933 0.00185748
internal_weight=0 2627 308 2510 475 385 313 184 2035 153 155 1950 1283 129 1229 117 667 111 263 404 211 1118 333
internal_count=2935 2627 308 2510 475 385 313 184 2035 153 155 1950 1283 129 1229 117 667 111 263 404 211 1118 333
is_linear=0
shrinkage=0.0024518


Tree=2220
num_leaves=29
num_cat=0
split_feature=1 1 0 123 14 0 1 0 4 0 4 2 4 2 15 15 13 4 2 0 15 1 2 4 50 158 13 43
split_gain=116.005 18.1095 9.91605 8.86851 8.15446 9.13312 6.58479 6.55582 5.68073 8.53655 5.01022 3.38497 5.94393 3.2744 2.6593 2.44649 2.00338 1.9315 2.54683 1.84704 1.83039 1.4013 1.25252 1.04051 1.03369 0.921546 0.88238 0.839064
threshold=0.10575500000000002 0.12313000000000002 -0.11991499999999998 0.083430000000000018 0.073890000000000011 -0.10594499999999998 0.083670000000000008 -0.076384999999999995 -0.42305999999999994 -0.028049999999999995 0.053925000000000008 0.14253500000000002 0.40996000000000005 0.10724500000000002 -0.065419999999999992 -0.095814999999999997 -0.075449999999999975 -0.016029999999999996 0.11085000000000002 -0.06612999999999998 -0.092609999999999984 0.085345000000000018 0.10251500000000001 0.41696500000000003 0.11104500000000002 0.088055000000000008 -0.081659999999999996 -0.083349999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 20 13 5 6 14 10 21 17 24 12 -3 19 -1 -8 -12 22 -19 -4 -2 -9 -10 -13 25 27 -26 -7
right_child=1 11 3 -5 -6 7 15 8 9 -11 16 23 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 26 -27 -28 -29
leaf_value=0.0030536781022785825 0.00092553690110693649 0.0017097727157114272 0.0031187818823763674 0.0012371565422810704 0.0035662040859187551 0.0030573058933827946 0.0022324911625628005 0.0027413015637901576 0.0025856867142304814 0.0016029342567239154 0.0026994939830083838 0.0002749482578210159 0.00069668073684813479 0.0019437803188921737 0.002244170573733406 0.001501358464198751 0.0019482206065049913 0.0018569803674638816 0.0026357327306133545 0.0024283803906594249 0.001585416682539003 0.0032936037649798524 0.0029877785860060093 0.00081015580473879048 0.0029269331841996725 0.0032293511833199622 0.0024470110818592544 0.0028896791031888039
leaf_weight=69 64 79 56 53 88 319 62 63 201 79 52 52 92 52 53 74 53 55 71 59 60 75 81 55 58 89 57 762
leaf_count=69 64 79 56 53 88 319 62 63 201 79 52 52 92 52 53 74 53 55 71 59 60 75 81 55 58 89 57 762
internal_value=0 0.00144247 0.00185778 0.00220299 0.00275661 0.00272526 0.00224514 0.00278672 0.00255605 0.00241838 0.00289041 0.000928451 0.00116489 0.00250935 0.00270224 0.00183488 0.00232056 0.0025762 0.00229603 0.00276483 0.00124507 0.00304168 0.00270128 0.000550325 0.00293695 0.00296127 0.00268931 0.00293917
internal_weight=0 622 344 220 2361 2273 258 2015 625 487 1390 278 171 167 122 136 105 408 126 115 124 138 282 107 1285 1170 115 1081
internal_count=2983 622 344 220 2361 2273 258 2015 625 487 1390 278 171 167 122 136 105 408 126 115 124 138 282 107 1285 1170 115 1081
is_linear=0
shrinkage=0.00270699


Tree=2221
num_leaves=26
num_cat=0
split_feature=4 12 13 12 159 4 16 11 12 14 16 51 51 43 4 13 16 13 12 12 150 4 13 16 4
split_gain=61.1199 26.0223 9.75736 7.41569 6.11677 5.48407 6.47198 5.40406 5.593 4.15706 4.13139 2.5868 2.31251 3.75244 2.11876 2.36416 1.78404 1.76914 1.00312 0.941086 1.22069 0.906436 0.73668 0.715471 0.28253
threshold=0.31392000000000003 0.056995000000000011 -0.0012399999999999998 0.13936000000000001 0.080875000000000016 -0.15615999999999999 -0.0070549999999999996 1.0000000180025095e-35 0.093185000000000004 -0.45282499999999992 -0.42170999999999997 0.078960000000000016 0.078960000000000016 -0.078169999999999976 0.0033150000000000007 -0.095139999999999988 -0.061024999999999989 -0.071964999999999987 0.098785000000000012 0.091290000000000024 0.082085000000000019 0.062600000000000017 -0.052124999999999998 -0.28430999999999995 0.41939500000000002
decision_type=2 2 2 2 2 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 12 -4 11 14 -9 -2 17 -7 13 -1 15 -3 21 -11 -18 20 -17 -16 -21 -23 -19
right_child=9 3 5 -5 -6 6 -8 8 -10 10 -12 -13 -14 -15 16 19 18 24 -20 22 -22 23 -24 -25 -26
leaf_value=0.0010060638764144765 0.0012546482790740427 0.0015986763421500958 0.0022529719848438916 0.001074844991732046 0.00032077796497548088 0.0022467769757944125 0.00080573470877350886 0.003037416869139796 0.0019696045228424172 0.00040421501618661507 -0.00019198117800457644 0.0014633547694290346 0.00080484883080322216 0.002014908211173777 0.0023198036148217435 0.0021953427129413252 0.0017963672286488235 0.00077013174609879154 0.0013351240091245395 0.0019066154557943363 0.0018488988070417029 0.0020699898604737005 0.0021100111241862587 0.0016864879567251186 0.0010601695205978119
leaf_weight=59 68 74 96 58 77 60 75 87 66 101 54 70 57 54 55 814 95 52 59 257 87 87 301 67 53
leaf_count=59 68 74 96 58 77 60 75 87 66 101 54 70 57 54 55 814 95 52 59 257 87 87 301 67 53
internal_value=0 0.00191008 0.00137391 0.00204951 0.000966913 0.00170779 0.00145234 0.00207709 0.00257698 0.000646554 0.0004874 0.00182516 0.0012594 0.00148843 0.00203673 0.0020818 0.00184633 0.000665634 0.00161985 0.00210628 0.00216192 0.00201307 0.00201639 0.00190333 0.000916813
internal_weight=0 2655 548 2107 247 301 205 2049 153 328 260 130 170 113 1896 1533 363 206 154 1459 901 209 558 154 105
internal_count=2983 2655 548 2107 247 301 205 2049 153 328 260 130 170 113 1896 1533 363 206 154 1459 901 209 558 154 105
is_linear=0
shrinkage=0.00276112


Tree=2222
num_leaves=17
num_cat=0
split_feature=47 3 15 3 10 12 43 124 151 12 474 12 52 47 3 456
split_gain=2.03921 1.64377 4.5667 1.89233 1.46976 1.67748 1.58304 2.5071 1.20781 0.997415 1.07596 1.29635 0.915623 0.912809 1.45322 0.711792
threshold=0.12865500000000005 -0.15105999999999997 0.025430000000000005 -0.23098999999999997 -0.11133 -0.086254999999999984 -0.078169999999999976 -0.086434999999999984 -0.081844999999999987 -0.067899999999999988 0.093280000000000016 0.085785000000000014 -0.070104999999999987 0.080860000000000015 -0.020759999999999997 0.08728000000000001
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 7 -6 13 -10 11 -11 -12 14 15 -7
right_child=-2 4 -4 -5 5 8 -8 -9 9 10 12 -13 -14 -15 -16 -17
leaf_value=0.002428883532128973 -0.00085823468436549682 -0.0005149049064448769 0.0055512883812236478 -0.00037377343309892244 0.0011209748264122911 0.0012626691095161597 0.001326903669887201 -0.0027285186316377994 0.0027611176385084753 0.0007986717379362189 0.001213079887955478 0.0015096791244127484 -0.0011038092480829618 0.00071754316932345452 0.0042944416748670281 0.0029092781247161289
leaf_weight=96 69 73 54 63 52 101 103 55 70 575 52 1382 56 56 55 71
leaf_count=96 69 73 54 63 52 101 103 55 70 575 52 1382 56 56 55 71
internal_value=0 0.00132748 0.00239152 0.00131755 0.00124351 0.00129241 0.000213777 -0.000856482 0.00138603 0.00128357 0.00123342 0.00130084 1.04872e-05 0.00215854 0.00251344 0.00194315
internal_weight=0 2914 213 159 2701 2628 210 107 2418 2135 2065 1957 108 283 227 172
internal_count=2983 2914 213 159 2701 2628 210 107 2418 2135 2065 1957 108 283 227 172
is_linear=0
shrinkage=0.0125729


Tree=2223
num_leaves=18
num_cat=0
split_feature=1 52 11 11 52 16 0 484 1209 51 1 393 13 1 1 475 13
split_gain=1.0944 1.62866 2.14463 1.56686 1.37643 1.58824 1.21333 1.11404 1.15955 1.07822 1.30247 1.06535 1.08062 0.787329 1.27041 0.976454 0.751605
threshold=0.13699000000000003 -0.087604999999999988 0.088630000000000014 0.07585500000000002 -0.055844999999999992 -0.42607499999999993 0.10923000000000001 0.12441000000000001 0.082105000000000011 0.084200000000000011 0.10678000000000001 0.10541500000000002 -0.066869999999999999 0.093170000000000017 0.080320000000000016 -0.082539999999999988 -0.0069149999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 9 -2 -6 7 8 11 10 13 12 -3 14 15 -1 -10
right_child=4 2 -4 -5 5 -7 -8 -9 16 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0030437945076189081 -0.0015741904380964153 0.0010572146654373895 -0.0015320638275110796 0.0031810994730123374 -0.00061437770709721557 0.0023743297743024161 0.0026599144039037336 0.0026648283700461718 0.0026381887712841625 0.0030733318591674437 -0.00062167525054433357 0.0023962037902950598 0.00045625699589618685 0.0028662084864539738 -0.00034958508328862428 0.0012437625647970308 0.00079120731682030517
leaf_weight=56 53 935 52 88 55 53 65 56 92 53 52 63 887 52 63 255 53
leaf_count=56 53 935 52 88 55 53 65 56 92 53 52 63 887 52 63 255 53
internal_value=0 0.00109761 0.000940499 0.00165653 5.18847e-05 0.000851084 0.00100033 0.000948558 0.000901148 0.00140362 0.00121821 0.000819321 0.000764724 0.0014431 0.00124489 0.00156831 0.00196399
internal_weight=0 2822 2203 619 161 108 2151 2086 2030 531 478 1885 1822 426 374 311 145
internal_count=2983 2822 2203 619 161 108 2151 2086 2030 531 478 1885 1822 426 374 311 145
is_linear=0
shrinkage=0.0123264


Tree=2224
num_leaves=28
num_cat=0
split_feature=4 2 12 0 4 0 2 12 48 2 0 14 150 15 49 49 0 15 52 0 16 12 0 52 16 4 0
split_gain=67.8927 32.9294 17.4622 5.24667 5.12689 6.4971 5.45726 4.54212 4.24359 4.0913 4.05879 3.90603 4.52389 3.81774 3.69873 4.21299 2.61837 1.63358 2.51037 2.82334 1.2081 1.0763 1.04896 1.00454 1.46451 0.79588 0.496052
threshold=0.31392000000000003 0.13631000000000001 0.056995000000000011 -0.14259999999999998 -0.17568999999999999 -0.062109999999999992 0.092250000000000013 0.09253500000000002 0.08956500000000002 -0.14847999999999997 -0.05461499999999999 -0.42227999999999993 0.081245000000000026 -0.097794999999999979 -0.053544999999999988 0.090085000000000012 -0.10934999999999999 0.062230000000000008 -0.070104999999999987 -0.068669999999999995 -0.0098949999999999975 0.090285000000000018 -0.11167499999999998 0.084050000000000014 -0.074254999999999988 -0.051094999999999995 -0.072924999999999976
decision_type=2 2 2 2 2 2 2 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 13 10 -3 -2 16 -11 22 -6 -8 -16 -5 18 25 -20 -15 -18 -13 26 -25 -9 -19
right_child=9 8 3 7 5 -7 14 17 -10 11 -12 12 -14 20 15 -17 21 23 19 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=0.0027166546967036464 0.0018815137986588385 0.0015903997862521115 0.0035156147102799636 0.0021442069173300128 0.0031497159053606805 0.00099739090555031194 0.002403515500473759 0.0029683487394196501 0.00049160346702212211 0.0016072646607001586 0.0036217508735232186 0.00075873400968429422 0.0014800294737594725 0.0018629870191249817 0.0009785420145670702 0.0020914662089230847 0.0028517771836464923 0.0026356411207359249 0.0023746316793451169 0.0015922057808534823 0.0024987413405035187 0.0025970053542041208 0.00026586415857076599 0.0031361508493325647 0.0026143556646801673 0.0025327782599719986 0.0022896227791265973
leaf_weight=97 53 62 72 53 53 52 52 52 59 67 52 77 59 52 67 52 957 91 170 52 52 171 72 76 122 127 62
leaf_count=97 53 62 72 53 53 52 52 52 59 67 52 77 59 52 67 52 957 91 170 52 52 171 72 76 122 127 62
internal_value=0 0.00254865 0.00261996 0.00273715 0.00211456 0.00196078 0.00211342 0.00270889 0.00105488 0.00113542 0.00281858 0.000991517 0.000793024 0.00250833 0.00175067 0.00146512 0.00278319 0.00252901 0.00240048 0.0021915 0.00218117 0.00281318 0.000520779 0.00267576 0.0028148 0.00265949 0.00249563
internal_weight=0 2655 2534 2057 477 380 328 1985 121 328 1233 275 208 157 171 119 1181 752 401 222 104 1128 149 351 198 179 153
internal_count=2983 2655 2534 2057 477 380 328 1985 121 328 1233 275 208 157 171 119 1181 752 401 222 104 1128 149 351 198 179 153
is_linear=0
shrinkage=0.00293013


Tree=2225
num_leaves=33
num_cat=0
split_feature=3 3 2 12 2 3 3 12 11 133 3 3 123 2 52 2 133 12 133 12 12 133 2 131 52 52 52 133 12 41 52 52
split_gain=82.5673 36.151 14.5041 12.6919 12.226 7.78651 7.58872 5.22321 10.9891 4.83934 3.38646 3.09977 2.6929 2.65958 2.47158 2.39245 1.94756 3.38731 1.46495 1.44476 1.26726 1.15191 1.1319 0.998898 0.992835 0.885671 1.74039 1.06417 0.859561 0.772677 0.561066 0.162942
threshold=-0.063889999999999988 0.28833000000000003 0.14561000000000004 -1.0000000180025095e-35 0.11504500000000002 0.110335 -0.10175499999999998 0.093125000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 0.12745000000000004 -0.029394999999999998 0.08901000000000002 0.08895500000000002 -0.070529999999999995 0.088710000000000011 0.048535000000000002 0.088590000000000016 0.089180000000000023 0.11160500000000002 0.083885000000000015 -0.14820499999999998 0.14253500000000002 0.091295000000000015 -0.015159999999999998 0.18043000000000001 0.0030150000000000008 0.095345000000000013 0.096990000000000007 0.078535000000000008 -0.060344999999999996 0.048535000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 9 7 11 -6 8 13 -2 -7 -5 15 20 -13 -11 17 -15 -18 25 24 -22 -3 -23 -1 26 27 30 -28 -10 -9 -20
right_child=1 22 -4 5 6 10 -8 19 29 12 -12 14 -14 16 -16 -17 18 -19 31 -21 21 23 -24 -25 -26 -27 28 -29 -30 -31 -32 -33
leaf_value=0.0028525430879046314 0.0028544571405398553 0.0010701487240068661 0.0011775644905742779 0.0027363927646929611 0.0017652638434430081 0.0017944182256278477 0.0030804275267750621 0.0033495073603518662 0.0040502749142077958 0.0018688154268949912 0.0028039816201120222 0.003778722734373176 0.0015008252785715819 0.0023265282578378344 0.0031116195622963145 0.002530531030275519 0.0036405651682817589 0.0032223267186143665 0.0030070261612412117 0.0027172933516015196 0.0037860875843121781 0.0034732452823009936 0.00053094107981966872 0.0031937387412331953 0.0033693578771596599 0.0029080567535116069 0.003764922533577545 0.0028347291313481756 0.0032822237457723973 0.0045459214538911301 0.0030334004026539938 0.0032329419622525524
leaf_weight=52 65 75 63 75 66 52 74 104 52 96 54 83 66 55 96 80 70 87 58 71 80 621 53 125 72 99 53 92 70 52 84 58
leaf_count=52 65 75 63 75 66 52 74 104 52 96 54 83 66 55 96 80 70 87 58 71 80 621 53 125 72 99 53 92 70 52 84 58
internal_value=0 0.00222805 0.00247014 0.00259218 0.00326545 0.00295118 0.00246064 0.00332306 0.00341701 0.00217112 0.00230901 0.00321905 0.00198745 0.00334526 0.00342111 0.00216977 0.00312555 0.00287557 0.00331623 0.00309643 0.00342109 0.00346132 0.000847118 0.00342645 0.00315287 0.00314999 0.00320935 0.00308575 0.00349046 0.00429839 0.00320843 0.00312024
internal_weight=0 858 730 667 2095 360 140 1955 1382 307 106 254 242 1278 179 176 328 142 186 573 950 826 128 746 124 502 403 280 123 104 188 116
internal_count=2953 858 730 667 2095 360 140 1955 1382 307 106 254 242 1278 179 176 328 142 186 573 950 826 128 746 124 502 403 280 123 104 188 116
is_linear=0
shrinkage=0.00281635


Tree=2226
num_leaves=21
num_cat=0
split_feature=4 12 3 2 3 42 42 12 41 2 2 2 457 16 3 40 4 4 43 2
split_gain=171.462 60.0023 30.688 15.2675 14.0215 9.8815 7.84843 6.29268 4.47689 4.39684 4.70069 4.02163 5.6208 2.64803 2.92553 1.88998 1.80619 1.43411 1.24718 0.928418
threshold=0.27998000000000006 -1.0000000180025095e-35 0.11391500000000002 0.123795 -0.073159999999999989 -0.0047199999999999994 1.0000000180025095e-35 0.093125000000000013 0.075585000000000013 0.14073000000000005 0.10043500000000001 0.08895500000000002 0.0033050000000000002 0.064455000000000012 -0.076969999999999997 -0.07990499999999999 0.053925000000000008 -0.0038749999999999995 -0.077614999999999976 0.095565000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 7 -2 -1 15 8 11 10 -6 17 -13 16 18 -7 19 -3 -15 -9
right_child=4 2 -4 -5 9 6 -8 13 -10 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0025690560838888725 0.0017785447476433875 0.0034347933700448782 0.0016651572940731161 0.0019707717183430713 0.00026523017810096229 0.0013650358640429888 0.0021925145182727199 0.0032831142560160423 0.0039386760710663424 -1.4395950442608926e-05 0.0012027320385607748 0.0031927945365076648 0.0022425609717550729 0.0026807693354684034 0.0022897461327330043 0.00068936136261206937 0.0026568682426917922 0.0031485318722836116 0.0032212495756628046 0.0029971364067518957
leaf_weight=83 97 861 100 72 69 63 67 270 85 70 91 385 52 56 67 59 53 154 74 125
leaf_count=83 97 861 100 72 69 63 67 270 85 70 91 385 52 56 67 59 53 154 74 125
internal_value=0 0.00299404 0.00313314 0.00319826 0.000915259 0.00179002 0.00144776 0.00323875 0.0033331 0.000551051 0.000798615 0.00329763 0.00307979 0.00301388 0.0027511 0.00103851 0.00312936 0.00339139 0.00298865 0.00319269
internal_weight=0 2626 2354 2254 327 272 189 2182 1537 230 160 1452 437 645 197 122 448 1015 130 395
internal_count=2953 2626 2354 2254 327 272 189 2182 1537 230 160 1452 437 645 197 122 448 1015 130 395
is_linear=0
shrinkage=0.00270699


Tree=2227
num_leaves=30
num_cat=0
split_feature=1 1 3 3 15 43 2 4 13 11 2 16 2 43 4 1 124 151 15 43 16 16 4 159 15 16 3 15 16
split_gain=109.304 19.8264 15.3562 14.3524 9.0169 6.36513 5.68492 6.35923 4.2768 4.16834 3.38045 10.8567 2.25366 1.82606 1.85117 1.78328 1.44981 1.43689 1.41642 1.30704 1.21923 1.1715 2.09321 1.07295 1.37548 1.0392 0.964297 0.858671 0.697896
threshold=0.11849500000000002 0.093435000000000004 -0.051469999999999995 0.28833000000000003 -0.12776499999999999 -0.040494999999999996 0.10060500000000001 -0.065239999999999979 -0.0015099999999999998 1.0000000180025095e-35 0.099845000000000003 0.39813000000000004 0.089545000000000013 0.0031350000000000002 -0.082509999999999986 0.10956 -0.086434999999999984 -0.081219999999999987 0.043560000000000008 -0.073079999999999992 -0.11400999999999999 -0.10850999999999998 -0.0024899999999999996 -0.085469999999999977 0.091285000000000019 -0.011964999999999998 -0.075579999999999994 0.090465000000000004 0.41580500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 10 4 19 -6 9 -8 16 12 15 -12 20 14 -14 26 -4 -16 -11 -2 -1 -9 -23 -22 -25 -10 -3 -15 -24
right_child=3 2 8 -5 5 -7 7 21 25 18 11 -13 13 27 17 -17 -18 -19 -20 -21 23 22 28 24 -26 -27 -28 -29 -30
leaf_value=0.0036415059353797027 0.00078052313307865159 0.0028467051410835981 0.0020568531605359786 0.00031336482016360517 0.001637531946094371 0.0029470463387187003 0.0018942366682716931 0.0032900189095641415 0.0026430777367292503 0.0034165212181869902 0.0016025658086156397 0.0033883948648988447 0.0036021637338304385 0.002429552001565242 0.0034285365929569056 0.0036271592714094457 0.0014610280879069732 0.002920111306512391 0.004090395163959851 0.0013681603054186853 0.0028655200815420243 0.0031674619123159223 0.0023366983980375924 0.0032707927238367677 0.0028786255971060739 0.0021055470461137159 0.0033151547997322009 0.0029387305627184934 0.00280517151342497
leaf_weight=59 60 103 55 93 75 52 55 70 72 52 53 60 52 58 57 53 89 255 53 66 70 95 52 892 82 52 58 54 56
leaf_count=59 60 103 55 93 75 52 55 70 72 52 53 60 52 58 57 53 89 255 53 66 70 95 52 892 82 52 58 54 56
internal_value=0 0.00299735 0.00253641 0.00127878 0.00163353 0.00217395 0.00313365 0.00278693 0.00202627 0.00320116 0.00295441 0.00255107 0.00316418 0.0029981 0.00309733 0.00316724 0.00168881 0.0030131 0.00375696 0.00108858 0.00323583 0.00296667 0.00285502 0.00321288 0.00323781 0.00241791 0.00301565 0.00267532 0.00257989
internal_weight=0 2607 595 346 253 127 2012 328 268 1684 327 113 1579 476 364 214 144 312 105 126 1103 273 203 1044 974 124 161 112 108
internal_count=2953 2607 595 346 253 127 2012 328 268 1684 327 113 1579 476 364 214 144 312 105 126 1103 273 203 1044 974 124 161 112 108
is_linear=0
shrinkage=0.00287267


Tree=2228
num_leaves=28
num_cat=0
split_feature=1 1 12 12 12 11 4 4 1 13 457 1 43 51 4 51 130 12 15 2 2 1 133 16 4 15 15
split_gain=150.974 26.4402 20.924 11.4158 8.97519 12.506 8.24766 6.90371 6.53627 5.13551 4.57194 3.06242 2.99417 2.90923 2.42152 2.66264 2.2112 1.93109 1.79444 1.58773 1.31461 1.19348 1.81541 1.75815 2.32027 0.630867 0.607132
threshold=0.10442000000000001 0.12448500000000001 0.087255000000000013 -0.032329999999999991 0.093125000000000013 1.0000000180025095e-35 0.31392000000000003 0.046185000000000004 0.092845000000000025 -0.080784999999999982 0.088850000000000026 0.14860500000000001 -0.049364999999999992 0.096025000000000013 0.053925000000000008 0.10570500000000001 -0.081969999999999987 0.090285000000000018 0.083185000000000023 0.12551500000000002 0.11203000000000002 0.076160000000000019 0.39985000000000009 -0.073554999999999995 -0.043174999999999991 0.09222000000000001 0.090880000000000016
decision_type=2 2 2 2 2 2 2 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 8 5 10 13 -4 -1 -2 16 19 -11 -3 15 21 -5 18 -18 -8 -16 23 26 -6 -25 -19 -23
right_child=1 6 7 4 14 -7 11 -9 -10 12 -12 -13 -14 -15 20 -17 17 25 -20 -21 -22 22 -24 24 -26 -27 -28
leaf_value=0.0024968010477939297 0.00066636423946108694 0.0016933832773398493 0.002994642667902169 0.0023560480355117428 0.0028645919930730445 0.0038477668681040386 0.00090324536836713714 0.001924127130500603 0.001361810414029622 0.001133061735378022 0.0021971269043642161 -0.00017516560528426216 0.0018510464031907749 0.00083763507199163345 0.0018814379705227803 0.0020815536383463227 0.0028573589588990651 0.0027664301162871616 0.0030699613770879103 0.00027421439035000281 0.0024649811578409541 0.0032605302019365155 0.0024662625250798102 0.0021918305261256822 0.0027788273407591316 0.0024444745445247815 0.0028605082081278829
leaf_weight=87 68 55 86 52 98 91 55 78 57 73 69 52 86 53 52 57 623 161 484 54 54 53 53 112 78 58 54
leaf_count=87 68 55 86 52 98 91 55 78 57 73 69 52 86 53 52 57 623 161 484 54 54 53 53 112 78 58 54
internal_value=0 0.00134536 0.00177736 0.00275765 0.00280521 0.00291131 0.000717337 0.00248566 0.00204773 0.00126551 0.0028524 0.000343959 0.00152158 0.00127369 0.00253808 0.0026134 0.00288519 0.00290592 0.00295034 0.00059187 0.00217898 0.002681 0.00286277 0.00257993 0.00243295 0.00268129 0.00305891
internal_weight=0 660 391 2293 2149 1538 269 164 144 227 1447 161 159 108 611 505 1378 1326 1107 109 106 448 160 288 190 219 107
internal_count=2953 660 391 2293 2149 1538 269 164 144 227 1447 161 159 108 611 505 1378 1326 1107 109 106 448 160 288 190 219 107
is_linear=0
shrinkage=0.00260187


Tree=2229
num_leaves=27
num_cat=0
split_feature=4 3 3 43 2 48 2 11 3 16 3 2 13 3 159 13 4 15 15 15 13 3 3 15 13 16
split_gain=142.86 43.1846 25.3185 15.4888 10.7242 8.38203 6.76651 10.7771 6.41292 5.65459 13.4592 5.49953 4.27515 3.30739 3.74378 3.19347 2.9813 2.74999 4.69381 2.17969 1.40223 1.22423 0.981041 0.947024 0.734601 0.492096
threshold=0.27998000000000006 0.28833000000000003 -0.069909999999999986 -0.034774999999999993 0.14870000000000003 0.086410000000000015 0.10060500000000001 1.0000000180025095e-35 -0.073159999999999989 0.26711500000000005 -0.08867499999999999 0.10043500000000001 -0.05171499999999999 0.11391500000000002 0.081975000000000006 0.0024700000000000004 0.0060300000000000015 0.025430000000000005 -0.036279999999999993 0.091490000000000016 -0.0073899999999999999 -0.10115999999999999 -0.15755 -0.071844999999999978 -0.071964999999999987 0.51430500000000012
decision_type=2 2 2 2 2 2 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 8 12 7 16 -2 10 -8 -10 -4 14 17 -14 19 18 -5 21 -13 -1 -9 -18 -21 -11
right_child=4 -3 3 13 -6 -7 9 22 11 25 -12 20 15 -15 -16 -17 23 -19 -20 24 -22 -23 -24 -25 -26 -27
leaf_value=0.0032845440343095178 0.0022487354180617375 0.0011045034851312652 0.0033061182161170303 0.0032630394424487028 0.00049967195745275156 0.0017632778562736904 0.001696112639486327 0.0045707301758972918 0.00084822126249883974 0.0036397570544507451 0.0033686659715328605 0.0014732363245229057 0.0020315791776397271 0.0026745409017275858 0.0038601846159813393 0.0029014098577729718 0.0032864554224994024 0.0036095028666375236 0.0024021176523344066 0.003429861540658957 0.0020577193727615434 0.0035825169487971264 0.0040661815398712157 0.0028631516710321278 0.0031561584436290988 0.0033188627898884772
leaf_weight=101 90 59 56 145 60 90 52 52 69 55 79 53 59 67 63 52 93 69 58 136 55 1020 52 57 129 82
leaf_count=101 90 59 56 145 60 90 52 52 69 55 79 53 59 67 63 52 93 69 58 136 55 1020 52 57 129 82
internal_value=0 0.00326289 0.00331249 0.00288118 0.0014748 0.00239166 0.00346144 0.00352296 0.00169382 0.00308484 0.00270496 0.00141151 0.00273014 0.00319406 0.00329789 0.00243931 0.00346907 0.00316755 0.0030172 0.0035062 0.00177114 0.00355569 0.00431872 0.00312578 0.00329673 0.00344789
internal_weight=0 2626 2567 659 327 257 1908 1640 267 268 131 177 167 402 335 111 1536 272 203 1386 108 1121 104 150 265 137
internal_count=2953 2626 2567 659 327 257 1908 1640 267 268 131 177 167 402 335 111 1536 272 203 1386 108 1121 104 150 265 137
is_linear=0
shrinkage=0.00255085


Tree=2230
num_leaves=27
num_cat=0
split_feature=1 34 15 3 3 1 0 12 13 3 3 160 48 0 1 124 12 15 12 0 1208 133 15 399 0 1
split_gain=6.06441 2.84338 2.31733 3.4526 2.08116 1.59221 1.54732 1.76347 1.87201 1.45194 1.52957 3.19948 1.13233 1.38967 1.04354 1.01889 1.09722 0.916011 0.851228 0.845498 0.767008 0.751725 0.905805 0.68342 0.37034 0.871917
threshold=0.12040000000000002 -1.0000000180025095e-35 0.039965000000000007 -0.015169999999999998 -0.14884499999999998 0.096160000000000009 -0.13843999999999998 -0.081654999999999991 -0.071104999999999988 0.12168500000000002 -0.11749 -0.020569999999999995 0.10713500000000002 -0.12368999999999998 0.10246000000000001 -1.0000000180025095e-35 0.023990000000000004 -0.074729999999999977 0.087805000000000008 -0.22480499999999998 0.090365000000000015 0.091250000000000012 0.085915000000000019 0.088190000000000018 0.12390500000000002 0.099440000000000014
decision_type=2 2 2 2 2 2 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 -4 18 -3 -8 -9 10 11 -1 13 14 19 -15 -17 -10 21 -12 23 22 -6 -20 25 -13
right_child=1 6 3 -5 5 -7 7 8 17 -11 12 24 -14 15 -16 16 -18 -19 20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.0018709052755668287 -0.0025172493936591617 -0.0011671293586643127 0.0050198241821073977 0.0059603566737062236 0.0027244359080513146 0.00020701279653274565 0.0035089021403508619 -0.0013214993101330688 0.00046250361239863399 0.00017061767644638217 -0.00093853529249620315 0.0036295029037686256 0.0038201794434657085 0.0010538463417987384 0.0023619382377760762 0.0036590185723118737 0.0022787771908261241 0.0029473259972420114 0.001934534758644127 0.0014112844791005932 0.003744003369935012 0.0017581389205701434 0.0042731234811291376 0.0035366994352255374 0.001033369325639499 0.0012249333422675718
leaf_weight=52 52 52 59 57 155 54 53 54 52 77 55 52 75 103 65 118 804 54 470 54 56 61 120 53 55 56
leaf_count=52 52 52 59 57 155 54 53 54 52 77 55 52 75 103 65 118 804 54 470 54 56 61 120 53 55 56
internal_value=0 0.000334658 0.00228786 0.0027621 0.00258463 0.00243621 0.000894815 0.00139887 0.00069903 0.00195919 0.00205158 0.0010094 0.00222735 0.0021276 0.00102365 0.00231486 0.00245558 0.0017297 0.00256761 0.000224289 0.00225669 0.00310296 0.00340074 0.00209717 0.00192914 0.00238401
internal_weight=0 317 2651 1085 1028 969 265 213 160 1566 1489 215 1274 1199 174 1025 922 106 915 109 579 336 275 523 163 108
internal_count=2968 317 2651 1085 1028 969 265 213 160 1566 1489 215 1274 1199 174 1025 922 106 915 109 579 336 275 523 163 108
is_linear=0
shrinkage=0.0133425


Tree=2231
num_leaves=29
num_cat=0
split_feature=1 1 1 150 2 0 124 2 16 13 16 41 13 13 4 0 51 42 0 4 42 4 4 13 4 2 2 16
split_gain=162.71 19.4705 19.0957 11.7667 10.0985 11.4107 8.14513 10.0061 7.02328 6.94674 4.7925 4.49256 3.67027 3.13875 2.93725 3.20504 3.09324 3.45176 2.99118 2.71186 1.61741 1.60774 2.908 1.38333 1.0012 0.972486 0.654035 0.906217
threshold=0.10932500000000002 0.093575000000000019 0.12448500000000001 1.0000000180025095e-35 0.10121500000000001 -0.032274999999999991 -0.059944999999999991 0.10928500000000001 0.16094000000000003 -0.052719999999999996 -0.047754999999999999 0.075585000000000013 -0.064249999999999988 0.053700000000000005 -0.078249999999999986 -0.076004999999999975 0.08482000000000002 0.079335000000000003 -0.095324999999999979 0.053925000000000008 0.087325000000000014 -0.34140499999999996 -0.092854999999999979 -0.0021099999999999995 -0.0024899999999999996 0.11248000000000001 0.11504500000000002 -0.10750499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 8 11 24 -2 -8 10 20 12 14 -3 -11 18 16 19 -18 -1 -16 -4 -20 -23 -9 25 -6 27 -26
right_child=2 3 9 -5 5 -7 7 23 -10 13 -12 -13 -14 -15 15 -17 17 -19 21 -21 -22 22 -24 -25 26 -27 -28 -29
leaf_value=0.0036622578929273262 0.00066834166709541572 0.002066810695101215 -4.899533305235812e-05 0.0013597082661798178 0.0031127734283933899 0.0012571416519996405 0.0025574394838761313 0.0010727709893281439 0.0031017729537997888 0.0014272657030957082 0.0016919631050900943 0.0035018437900250182 0.0029825178081942239 0.00056530741244068081 0.0029814196647776608 0.0022510010851686619 0.0019161917072580777 0.002871711861893876 0.0033816182047521075 0.0025029829977845602 0.0005219407075155773 0.0023821057045599523 0.0030047317378536788 0.0016715723489641452 0.0026354723427961303 0.0025991938963428277 0.0027229421344632286 0.0021340965150396097
leaf_weight=52 52 65 84 94 52 52 88 63 88 73 85 98 64 54 618 72 52 60 68 102 64 62 521 52 52 59 66 56
leaf_count=52 52 65 84 94 52 52 88 63 88 73 85 98 64 54 618 72 52 60 68 102 64 62 521 52 52 59 66 56
internal_value=0 0.00274643 0.00109144 0.00219678 0.00285301 0.00242433 0.0016251 0.00187004 0.00245723 0.000596489 0.00219205 0.00293773 0.00252134 0.00106099 0.00290331 0.00280083 0.00284838 0.00242834 0.00303504 0.00291368 0.000197701 0.00298489 0.00293857 0.00134378 0.00263719 0.00284005 0.00250762 0.00237577
internal_weight=0 2438 530 396 2042 337 255 203 302 275 214 1705 129 127 1607 904 832 112 703 720 148 651 583 115 285 111 174 108
internal_count=2968 2438 530 396 2042 337 255 203 302 275 214 1705 129 127 1607 904 832 112 703 720 148 651 583 115 285 111 174 108
is_linear=0
shrinkage=0.00270699


Tree=2232
num_leaves=26
num_cat=0
split_feature=4 1 52 52 1 13 11 43 4 4 4 52 43 160 13 52 43 1 1 1 4 4 159 4 52
split_gain=170.546 38.5114 21.5495 12.6932 12.3995 8.96972 7.0079 6.4492 6.2758 4.23477 8.29602 3.84547 3.82696 4.8229 3.51662 2.58934 2.54678 2.24175 1.43138 1.25908 1.11329 0.878638 0.633534 0.891071 0.527704
threshold=0.31392000000000003 0.10123500000000001 -0.40891499999999997 0.19121000000000002 0.12000500000000001 -0.27740999999999993 1.0000000180025095e-35 -0.078169999999999976 0.0054350000000000015 -0.49911499999999992 -0.111135 0.0030150000000000008 -0.0035149999999999995 -0.080499999999999974 -0.060719999999999989 -1.0000000180025095e-35 -0.016434999999999995 0.14684500000000003 0.11239500000000001 0.077845000000000011 -0.011369999999999998 0.51973500000000017 -0.010519999999999998 0.19778000000000004 -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 6 -3 5 14 -4 8 20 9 -1 -11 19 16 -14 -2 -8 -12 21 -9 24 -7 -6 -13 -24 -10
right_child=4 2 3 -5 17 7 15 18 11 10 12 22 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26
leaf_value=0.0045974373358951834 0.0015124840362221207 0.0041590756054892576 0.0014346736864903739 0.0038881771460499196 0.00095690276515942132 0.0018030740256176018 0.0050135637227047281 0.0026873468212135791 0.0034765093064035514 0.0029824183163917588 0.0039154234144225799 0.0040507242816104965 0.0028454099940332946 0.0037782968750252862 0.0024651477889549743 0.0041054007954624246 0.0042563759886858803 0.00045990001927646423 0.0033091241831613083 0.0028353268632927381 0.002398827768362461 0.0014479307126692138 0.0033947274669926032 0.0039320567349874864 0.003130668256707107
leaf_weight=65 52 91 67 53 73 53 53 52 99 87 893 57 52 398 84 52 230 54 77 55 52 52 52 53 62
leaf_count=65 52 91 67 53 73 53 53 52 99 87 893 57 52 398 84 52 230 54 77 55 52 52 52 53 62
internal_value=0 0.00368294 0.00291169 0.00259095 0.00144706 0.00236243 0.00383836 0.00262794 0.00380211 0.00387572 0.00384744 0.00346611 0.00389527 0.00367056 0.00210112 0.0045641 0.00398528 0.000949957 0.00305872 0.00321426 0.00209841 0.00116142 0.00380171 0.00366624 0.00334352
internal_weight=0 2653 445 354 315 301 2208 234 2103 1725 1660 378 1573 450 136 105 1123 179 129 216 105 125 162 105 161
internal_count=2968 2653 445 354 315 301 2208 234 2103 1725 1660 378 1573 450 136 105 1123 179 129 216 105 125 162 105 161
is_linear=0
shrinkage=0.00287267


Tree=2233
num_leaves=26
num_cat=0
split_feature=4 13 123 4 13 0 47 130 4 15 4 150 4 0 157 13 15 4 158 457 0 43 4 159 43
split_gain=136.313 29.4842 26.1065 11.6865 6.95112 5.90871 4.45093 7.02937 5.90846 3.96545 6.90406 6.20783 3.4172 9.8596 3.62351 2.70215 2.10095 1.77653 1.75427 1.55142 2.08001 1.52793 1.38336 1.19749 1.00681
threshold=0.31392000000000003 -0.27740999999999993 1.0000000180025095e-35 -0.069389999999999993 -0.014549999999999999 -0.099244999999999986 0.077735000000000012 0.015470000000000001 -0.0060699999999999999 -0.43091499999999999 0.51326500000000019 0.085595000000000018 -0.49269499999999994 1.0000000180025095e-35 -0.004729999999999999 -0.011694999999999999 -0.13843999999999998 0.046185000000000004 0.085110000000000005 0.041935000000000007 -0.085604999999999987 0.0049250000000000014 0.08920500000000002 0.10516000000000002 -0.095674999999999982
decision_type=2 2 2 2 2 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 17 -3 7 8 -6 10 -2 -11 14 21 -7 -4 -8 19 22 20 -5 -14 -19 -12 -9
right_child=9 2 15 4 6 12 16 24 -10 11 23 -13 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0016654031688389909 0.0023674900565900658 0.004154907523143383 0.0024409347841678119 0.0035208682063746694 0.0017579492441529318 0.0043463092067798931 0.0036398488254282282 0.0034039187190208786 0.002689718987421453 0.00054776656477480471 0.001464547827969695 0.0016356113847890848 0.003481215197053497 0.0023806090970337648 0.0034117257902112653 0.0017139534706732372 0.0029113364040064833 0.0024862723497390952 0.0033213372116633693 0.0029108998999199413 0.0031962749689828556 0.0032018683481770506 0.0030301718054289062 0.0009033159016493805 0.0029258304141326795
leaf_weight=94 52 78 74 243 75 52 55 59 134 94 55 61 638 70 68 71 58 52 84 70 335 180 94 53 69
leaf_count=94 52 78 74 243 75 52 55 59 134 94 55 61 638 70 68 71 58 52 84 70 335 180 94 53 69
internal_value=0 0.0031258 0.00317943 0.00324515 0.00307797 0.00344956 0.00280927 0.00265599 0.00235549 0.00127908 0.00157245 0.000976069 0.00339495 0.0033379 0.00381695 0.00208516 0.00326617 0.00321565 0.00301379 0.00328726 0.00333279 0.00341978 0.00283665 0.00118939 0.00314642
internal_weight=0 2653 2559 2414 1328 1086 450 337 209 315 160 155 1008 888 120 145 113 878 230 648 578 818 146 108 128
internal_count=2968 2653 2559 2414 1328 1086 450 337 209 315 160 155 1008 888 120 145 113 878 230 648 578 818 146 108 128
is_linear=0
shrinkage=0.00265391


Tree=2234
num_leaves=24
num_cat=0
split_feature=1 4 1 457 12 12 4 0 1 11 51 1 3 14 4 16 16 51 158 3 3 0 42
split_gain=139.411 25.1303 13.0508 12.2668 12.7173 12.0131 7.80167 8.0225 6.5309 5.19831 4.32165 3.56672 3.37052 3.14606 3.1181 2.89441 2.86201 2.1278 2.06071 1.94119 1.5566 1.35997 1.08348
threshold=0.10932500000000002 0.27420500000000009 0.093575000000000019 0.048350000000000011 -1.0000000180025095e-35 0.023990000000000004 0.053925000000000008 0.060910000000000006 0.14684500000000003 1.0000000180025095e-35 0.12162000000000002 0.11883500000000001 0.28833000000000003 -0.41608999999999996 0.053925000000000008 0.014185000000000001 -0.45743999999999996 -0.097124999999999989 0.078875000000000015 -0.071369999999999975 -0.11151499999999999 -0.22480499999999998 0.086335000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 4 -4 12 7 9 13 10 15 -7 -2 -3 19 21 -15 -17 22 20 -6 -1 -8
right_child=1 8 3 -5 14 11 18 -9 -10 -11 -12 -13 -14 16 -16 17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0028656776151421669 0.0019032757608167254 0.0017057828456352026 0.0015905803914147425 0.0016063425917949908 0.0034258263171827886 0.0032339551580008409 0.0022880534835560832 0.0023716276489889666 4.6436479255232661e-05 0.0039285020639463651 0.0024801191449879633 0.0022621530580221884 0.0010524407790066994 0.0011865821183532005 0.0025021408710519779 0.0033525081878426864 0.00039096166206082397 0.0028120486238434458 0.0030568560074047059 0.0036557167479751972 0.0028450706744177871 0.0033214452149841994 0.002734560748263201
leaf_weight=53 95 52 52 76 58 60 81 82 55 84 58 56 57 103 56 82 52 178 82 61 93 1254 88
leaf_count=53 95 52 52 76 58 60 81 82 55 84 58 56 57 103 56 82 52 178 82 61 93 1254 88
internal_value=0 0.00150099 0.00306358 0.00260441 0.00284136 0.00209555 0.00315261 0.00321659 0.000892714 0.00325712 0.00322239 0.00276506 0.00158441 0.00111743 0.00308394 0.00324985 0.000919854 0.00298261 0.002696 0.00323749 0.00306834 0.00330299 0.00252073
internal_weight=0 530 2438 396 320 268 2042 1791 262 1709 1625 116 152 207 268 1567 155 260 251 212 151 1307 169
internal_count=2968 530 2438 396 320 268 2042 1791 262 1709 1625 116 152 207 268 1567 155 260 251 212 151 1307 169
is_linear=0
shrinkage=0.00276112


Tree=2235
num_leaves=18
num_cat=0
split_feature=3 10 48 0 13 48 3 3 0 484 0 0 42 51 3 0 15
split_gain=4.44337 3.64243 1.63901 1.51295 1.55806 1.41661 1.90979 1.30538 1.27023 1.30486 1.6855 1.61661 1.2993 1.11896 0.92212 0.569952 0.54172
threshold=0.3148450000000001 -0.11133 0.13661500000000001 -0.076589999999999978 -0.14022999999999999 0.092825000000000005 -0.13827999999999999 -0.096599999999999991 -0.080634999999999984 0.08618000000000002 -0.09194999999999999 -0.18713499999999997 -0.080904999999999991 -0.055414999999999992 -0.082354999999999984 -0.078809999999999977 -0.085874999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 16 6 13 -8 9 11 -11 -6 -10 -5 -9 -14 -3
right_child=-2 2 -4 5 8 -7 7 14 12 10 -12 -13 15 -15 -16 -17 -18
leaf_value=-0.0010020442081993439 -0.00029646640504450261 0.0070022581790190139 0.0006852745530324763 0.0031068656506133643 0.0055810063777671833 0.00061238561981656701 0.0003533208087635035 0.0045774878442812151 0.0028848677198789166 -0.00038582049995248738 0.0032865418655593278 0.0034566692456943836 0.006610771839549996 0.0062673463162403872 0.002697735129542962 0.0046432345848262651 0.00455500684333939
leaf_weight=54 99 52 61 55 112 71 60 88 73 55 102 1261 82 78 509 89 53
leaf_count=54 99 52 61 55 112 71 60 88 73 55 102 1261 82 78 509 89 53
internal_value=0 0.00334838 0.00343232 0.00349341 0.0037629 0.00290509 0.00311091 0.00273596 0.00364407 0.00346282 0.00199889 0.00363009 0.00477987 0.00496174 0.00297512 0.00558779 0.0057687
internal_weight=0 2855 2801 2740 1879 861 790 657 1774 1530 157 1373 244 133 597 171 105
internal_count=2954 2855 2801 2740 1879 861 790 657 1774 1530 157 1373 244 133 597 171 105
is_linear=0
shrinkage=0.0169215


Tree=2236
num_leaves=16
num_cat=0
split_feature=1 1 15 1 0 0 475 43 16 47 12 16 0 13 12
split_gain=5.31045 2.27775 1.87798 1.85443 2.28944 1.55066 1.06029 1.00793 0.998157 0.99323 0.69501 0.762669 1.09253 0.633505 0.972837
threshold=0.10932500000000002 0.11206000000000001 -0.23031999999999997 0.14195000000000002 -0.056754999999999993 -0.036459999999999992 -0.10261999999999998 -0.50360999999999989 -0.50875499999999996 0.11414000000000001 0.11697000000000002 -0.20132999999999998 -0.13165999999999997 -0.071564999999999976 -0.080929999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 9 -4 -8 -9 13 11 -10 -13 14 -3
right_child=1 3 6 4 -6 -7 7 8 10 -11 -12 12 -14 -15 -16
leaf_value=0.0043564182041780503 -0.0015813831095738441 0.0014562815077290381 0.0036818123943813787 0.0017256762794288249 -0.0018134476411268325 0.0033736315439402984 0.00055575534141453792 0.00082881128098257113 0.0033532771280312245 0.0024761237324692812 0.0010278742938510006 0.0012598356758156844 0.0023164329194015716 0.0015587025800225833 -0.00071166215649181522
leaf_weight=65 54 58 73 52 65 63 62 83 100 74 73 170 1787 100 75
leaf_count=65 54 58 73 52 65 63 62 83 100 74 73 170 1787 100 75
internal_value=0 0.000867528 0.00224622 0.00113935 -0.000239356 0.00157568 0.00218775 0.00213974 0.00218406 0.00120628 0.00223681 0.00227965 0.00222472 0.000802403 0.000232748
internal_weight=0 541 2413 487 117 370 2348 2275 2213 307 2130 2057 1957 233 133
internal_count=2954 541 2413 487 117 370 2348 2275 2213 307 2130 2057 1957 233 133
is_linear=0
shrinkage=0.0125729


Tree=2237
num_leaves=29
num_cat=0
split_feature=1 3 2 2 2 2 0 43 13 13 401 1 47 0 3 0 47 51 13 1 0 51 130 42 43 42 3 401
split_gain=129.621 12.64 11.6758 10.9702 9.0397 6.80985 6.33472 4.51229 3.62307 3.20679 2.42309 2.23514 2.15603 4.34509 2.88722 1.94747 1.90592 1.76398 2.76136 1.75613 1.88828 1.67609 1.77063 1.02115 1.2079 0.614715 0.228787 0.15296
threshold=0.10921500000000002 -0.053364999999999996 0.11504500000000002 0.10052500000000002 -1.0000000180025095e-35 0.14253500000000002 -0.13165999999999997 -0.049999999999999996 -0.013049999999999997 -0.060719999999999989 0.084900000000000017 0.11883500000000001 0.077065000000000008 -0.097604999999999983 -0.081084999999999977 -0.07223499999999998 0.096850000000000006 -0.091614999999999988 -0.0025349999999999995 0.100925 -0.031129999999999998 -0.090039999999999995 0.088930000000000009 -0.0060199999999999993 -0.06538999999999999 0.086375000000000021 -0.075714999999999991 0.09530000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 -1 7 -5 8 -3 -9 12 -2 14 -14 21 -7 -15 -16 -19 20 23 -6 -23 26 -25 27 -8 -12
right_child=1 5 -4 6 10 15 19 9 -10 -11 25 -13 13 16 17 -17 -18 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29
leaf_value=0.0023966790489677089 0.0032087172961095612 0.0016328755653533698 0.0013482042884151093 0.0021378517009594837 0.0028166316787534172 0.0011194938215412346 0.0032550929118297157 0.0015001061813923583 0.00063196024453212837 0.002309457317025275 0.003556043321025916 0.0024104328317372486 0.0041633799354262157 0.0035955399204070132 0.0034541174845907404 0.00037631470540398695 0.0029949172549389286 0.0030741724258067679 0.0025263139216167982 0.0033846573914302742 0.0024189719006875773 0.0033612633581026263 0.0028927180710063942 0.0030441654525342979 0.0025687607146081602 0.0037825437887813451 0.0030018483554124136 0.0033328753446748597
leaf_weight=96 54 59 68 99 54 56 65 76 52 74 54 54 55 74 67 52 91 378 87 54 65 755 68 81 85 69 56 56
leaf_count=96 54 59 68 99 54 56 65 76 52 74 54 54 55 74 67 52 91 378 87 54 65 755 68 81 85 69 56 56
internal_value=0 0.00163618 0.00224529 0.00312742 0.00322348 0.00134557 0.00276522 0.00158697 0.00116424 0.00189958 0.00326736 0.00280985 0.00323366 0.00348933 0.00319372 0.00076194 0.00326447 0.00303254 0.00297173 0.00291813 0.00284647 0.00329147 0.00332259 0.00294319 0.00280091 0.00357387 0.00313813 0.0034427
internal_weight=0 545 176 2409 1904 369 505 261 111 150 1808 108 1629 220 1409 108 165 532 465 406 352 877 823 287 166 179 121 110
internal_count=2954 545 176 2409 1904 369 505 261 111 150 1808 108 1629 220 1409 108 165 532 465 406 352 877 823 287 166 179 121 110
is_linear=0
shrinkage=0.00276112


Tree=2238
num_leaves=30
num_cat=0
split_feature=1 2 16 2 47 1 1 1 3 3 123 3 14 0 1 150 4 1429 2 474 3 133 0 16 1 131 2 133 42
split_gain=105.43 18.1431 14.6498 8.42706 4.02364 3.80332 3.06583 2.89098 2.82888 4.84754 3.4901 3.40238 2.24327 1.99003 2.63599 1.72294 1.6713 1.55345 2.27911 1.43624 1.20613 1.54356 1.09398 0.965006 0.969421 0.902447 0.660573 0.385997 0.374578
threshold=0.10442000000000001 0.14253500000000002 0.25968500000000005 0.10052500000000002 0.10364500000000001 0.11860000000000001 0.089245000000000005 0.14039500000000002 -0.055389999999999988 0.040040000000000006 0.084380000000000024 0.25089000000000006 0.076450000000000004 -0.028049999999999995 0.09258000000000001 1.0000000180025095e-35 -0.0014249999999999998 0.084815000000000015 0.085155000000000022 0.083685000000000023 -0.081864999999999979 0.077945 -0.079684999999999992 -0.0092499999999999978 1.0000000180025095e-35 0.064640000000000017 0.11263500000000001 0.097995000000000013 -0.0060199999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 8 -4 12 -3 -2 10 -10 -11 17 14 16 20 26 18 23 25 -8 22 -22 24 -1 -20 -5 28 -18
right_child=1 7 5 13 -6 -7 15 -9 9 11 -12 -13 -14 -15 -16 -17 27 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0035764264750451128 0.0021693465173416859 0.0013860214658545928 0.0035739112636774548 0.003579602446921573 0.0025070200147072992 0.0024880520364114621 0.0034461270904174528 0.0005073609065195428 0.0006175871490621313 0.0024853519177845877 0.0015835777594407974 0.0014997067967997793 0.0038282360541654426 0.0024251267005054029 0.0023462194610916515 0.0026091570830734539 0.0031568721643075903 0.0029722193953454286 0.0031960115861468848 0.003598383501380207 0.0029821951827992844 0.0025909764279001568 0.0034879226880201349 0.0038263772947038231 0.0032407206815691716 0.0035444563065316218 0.0031145816489323067 0.0026630243477557625 0.0028200030963382297
leaf_weight=226 100 59 60 52 73 52 84 71 53 63 82 58 82 82 55 63 53 100 723 103 100 53 60 80 114 72 57 55 69
leaf_count=226 100 59 60 52 73 52 84 71 53 63 82 58 82 82 55 63 53 100 723 103 100 53 60 80 114 72 57 55 69
internal_value=0 0.0018897 0.00212592 0.003211 0.00187937 0.00307004 0.003296 0.000906378 0.00175058 0.00158687 0.00120457 0.00201315 0.00335449 0.00283717 0.00293616 0.0030522 0.0030495 0.00332707 0.00335397 0.00327017 0.00314608 0.0030276 0.00317204 0.00353307 0.00346396 0.00322761 0.00333671 0.00287245 0.0029666
internal_weight=0 671 541 2283 429 112 1860 130 356 256 135 121 1500 423 341 360 286 1418 1318 898 297 213 160 420 340 795 109 177 122
internal_count=2954 671 541 2283 429 112 1860 130 356 256 135 121 1500 423 341 360 286 1418 1318 898 297 213 160 420 340 795 109 177 122
is_linear=0
shrinkage=0.00293013


Tree=2239
num_leaves=13
num_cat=0
split_feature=10 13 455 41 9 13 42 43 133 150 43 130
split_gain=2.49493 1.90455 1.30746 1.24205 1.15798 1.19764 1.9988 1.63742 3.06714 1.35184 0.638881 0.631766
threshold=-0.089679999999999982 -0.43902499999999994 0.088555000000000009 0.078385000000000024 -1.0000000180025095e-35 0.025450000000000004 0.0069650000000000016 0.065040000000000014 -0.43104999999999993 -0.096549999999999983 -0.0071849999999999995 0.0016050000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 7 11 9 -9 -6 -5 -7
right_child=1 2 -4 10 5 6 -8 8 -10 -11 -12 -13
leaf_value=-0.00012316926614202052 0.00014988604252482492 0.00047607889271765604 0.0042921432045336019 0.0024297089251165229 0.00033342743033282798 0.0014737969011210674 -0.00091657282100091845 0.0029820127897181364 -0.00035202171969112158 0.002497213149519738 0.0042991385218777494 0.0026811489910264167
leaf_weight=85 79 72 55 59 53 226 52 90 108 1883 74 118
leaf_count=85 79 72 55 59 53 226 52 90 108 1883 74 118
internal_value=0 0.00219475 0.00225261 0.00221154 0.00214711 0.00219461 0.00151968 0.00231979 0.00116273 0.00243805 0.00347091 0.00188836
internal_weight=0 2869 2790 2735 2602 2530 396 2134 198 1936 133 344
internal_count=2954 2869 2790 2735 2602 2530 396 2134 198 1936 133 344
is_linear=0
shrinkage=0.0133425


Tree=2240
num_leaves=26
num_cat=0
split_feature=4 1 12 15 13 14 4 16 1 12 1 4 15 52 16 12 4 4 156 48 13 1454 12 52 156
split_gain=120.102 35.7493 22.3865 10.9406 10.8535 8.63656 8.09558 7.78711 7.4212 7.21074 6.44176 5.63072 10.3037 4.40203 4.03185 3.66954 3.43278 3.3577 2.37477 2.21889 1.82717 1.49914 1.30973 0.901919 0.621684
threshold=0.31392000000000003 0.10075500000000003 0.085845000000000019 -0.42443999999999993 -0.092984999999999984 0.064610000000000015 0.51326500000000019 0.022165000000000004 0.13074500000000003 0.056995000000000011 0.122075 -0.46195999999999998 -0.085874999999999993 -0.032354999999999988 -0.019749999999999993 0.09253500000000002 -0.096364999999999992 0.053330000000000009 0.087205000000000019 0.086515000000000022 0.015030000000000002 0.08141000000000001 0.095175000000000023 0.13248000000000001 0.089280000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 6 -3 9 -2 14 -5 11 22 -1 19 -14 -6 18 -17 23 20 -13 21 -11 -4 -18 -20
right_child=3 2 10 8 7 -7 -8 -9 -10 15 -12 12 13 -15 -16 16 17 -19 24 -21 -22 -23 -24 -25 -26
leaf_value=0.0033830171684034976 0.002508154607159948 0.00085319103040818053 0.0035393093712925831 0.0013186574370213919 0.0021551580897998476 0.0038898063141893182 0.0013016809764825582 0.002841495198920511 0.00022073705709599434 0.0032578772651525394 0.0021386389636025706 0.0033288390087021363 0.001404044095324068 0.0024233959055701385 0.0011857573049445301 0.0023524503205903241 0.0031864535312779983 0.0025875394235086056 0.0026597980706340378 0.002629288996480913 0.0037230985035838575 0.0028265472881393722 0.0030260075935547772 0.0028982704279319092 0.0030469213581396778
leaf_weight=65 63 65 52 94 62 91 94 62 75 940 52 73 53 63 55 56 356 96 55 54 55 59 101 96 62
leaf_count=65 63 65 52 94 62 91 94 62 75 940 52 73 53 63 55 56 356 96 55 54 55 59 101 96 62
internal_value=0 0.00296598 0.00229736 0.0012913 0.00176455 0.00310406 0.00178598 0.00209533 0.000831579 0.00306972 0.00293139 0.00270157 0.00251917 0.0019579 0.00169969 0.00313359 0.00296827 0.00303115 0.00321883 0.00303161 0.00325806 0.00323243 0.00320064 0.00312531 0.00286518
internal_weight=0 2623 449 326 244 2174 157 179 169 2083 205 308 243 116 117 1775 604 548 1171 127 1054 999 153 452 117
internal_count=2949 2623 449 326 244 2174 157 179 169 2083 205 308 243 116 117 1775 604 548 1171 127 1054 999 153 452 117
is_linear=0
shrinkage=0.00260187


Tree=2241
num_leaves=20
num_cat=0
split_feature=2 11 4 4 0 4 156 0 160 124 150 39 0 0 150 2 0 16 2
split_gain=5.02467 2.56472 1.73024 2.32583 1.59073 1.67374 1.66789 1.51116 2.115 1.54196 1.49136 1.98522 1.36231 1.08848 0.958329 0.844959 0.768545 1.75477 1.50078
threshold=0.10060500000000001 1.0000000180025095e-35 -0.34140499999999996 -0.10429499999999998 -0.21196999999999996 0.51326500000000019 0.10253500000000002 -0.13619499999999998 0.024885000000000001 -0.076164999999999983 0.082965000000000025 0.098380000000000009 -0.099244999999999986 -0.10147999999999999 0.10373000000000002 0.096325000000000008 -0.092879999999999976 -0.074029999999999999 0.11165000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 6 10 8 -5 -9 11 16 -11 -3 -12 -14 18 -18 -6
right_child=4 13 3 7 5 -7 -8 9 -10 12 14 -13 15 -15 -16 -17 17 -19 -20
leaf_value=0.003560908003269584 -0.00098523733348399034 0.0045756346085632478 -0.00069146086536692425 -0.0011176571915452542 -0.0009014311033584229 -0.00097685116692849266 0.0027646143564766124 0.00036707983688818129 0.0021545236465771124 0.0034233252099337744 -0.0014456794186989985 -0.00095110466052385407 0.0020052144222957296 0.0023547523835382987 0.00083547640394864584 0.00058709605202773819 0.0035123593346666269 0.0013257594320198519 0.0018620172871795071
leaf_weight=87 67 77 56 60 52 60 87 89 60 101 58 56 1477 60 54 67 73 238 70
leaf_count=87 67 77 56 60 52 60 87 89 60 101 58 56 1477 60 54 67 73 238 70
internal_value=0 0.00197142 0.00185936 0.00178179 0.00083334 0.00099641 0.00116869 0.00185656 0.000517337 0.00194917 0.000937445 0.00123137 0.00203468 0.00360395 -0.000344662 0.00194376 0.00151393 0.00183944 0.000683075
internal_weight=0 2134 1997 1910 815 748 688 1854 120 1734 601 489 1645 137 112 1544 433 311 122
internal_count=2949 2134 1997 1910 815 748 688 1854 120 1734 601 489 1645 137 112 1544 433 311 122
is_linear=0
shrinkage=0.0123264


Tree=2242
num_leaves=14
num_cat=0
split_feature=3 0 0 9 4 15 0 0 1 3 1 4 15
split_gain=1.96664 2.52433 1.84238 1.44441 1.75288 1.36728 1.11576 1.13097 2.11288 1.0414 2.90892 1.13683 0.924428
threshold=0.28833000000000003 -0.10998999999999999 -0.22480499999999998 0.092060000000000017 0.41165000000000002 -0.46483499999999994 -0.15530999999999998 -0.13409999999999997 0.099765000000000006 -0.15500999999999998 0.10198500000000001 -0.34140499999999996 -0.095814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 12 4 6 -6 -4 8 -8 10 -9 -11 -1
right_child=1 -3 3 -5 5 -7 7 9 -10 11 -12 -13 -14
leaf_value=0.0013070000132155027 0.0015745337705974139 -0.0022506336715115167 0.0033561458753088571 0.0038410869768874152 0.0015524094426894346 -0.00090344849968789452 0.0017673312666683159 -0.0016960256660073891 -0.0016621289144021568 0.0028931331545676638 0.0024328062286654395 0.0016875446352697862 -0.0010216611711450119
leaf_weight=53 68 56 69 52 76 86 83 57 52 150 65 2011 71
leaf_count=53 68 56 69 52 76 86 83 57 52 150 65 2011 71
internal_value=0 -0.000151813 0.00156393 0.00163694 0.00159361 0.000247803 0.00168122 0.00163337 0.000445299 0.00170356 0.000502594 0.00177129 -2.51976e-05
internal_weight=0 124 2825 2701 2649 162 2487 2418 135 2283 122 2161 124
internal_count=2949 124 2825 2701 2649 162 2487 2418 135 2283 122 2161 124
is_linear=0
shrinkage=0.0133425


Tree=2243
num_leaves=22
num_cat=0
split_feature=2 0 13 402 13 12 41 2 31 150 48 0 1456 13 16 16 457 133 484 0 4
split_gain=2.85537 2.0156 2.10633 2.67902 1.58272 1.55577 1.29938 1.38584 1.46416 1.45476 1.77534 1.38192 1.4584 1.01982 1.32941 3.1024 1.1435 0.971207 0.926648 0.831407 0.414041
threshold=0.093320000000000014 -0.21196999999999996 0.17226500000000003 0.095250000000000015 0.065520000000000009 0.090335000000000013 0.082560000000000008 -1.0000000180025095e-35 -0.077289999999999984 -1.0000000180025095e-35 0.091395000000000018 -0.14259999999999998 0.083690000000000014 -0.094609999999999986 -0.0037499999999999994 -0.11082499999999999 0.048870000000000004 -0.05763999999999999 0.05583500000000001 -0.07385499999999999 -0.083614999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 13 6 -6 7 8 -1 -9 11 -11 -13 14 15 -3 17 -15 -19 -10 -7
right_child=1 2 -4 -5 5 20 -8 9 19 10 -12 12 -14 16 -16 -17 -18 18 -20 -21 -22
leaf_value=0.0016812983951666964 -0.001188122430444931 0.00077982940867784623 -0.0010360524520009037 0.0033924924475820638 0.0041082489344985021 0.0024330262182285594 0.0030260989698502453 0.0032169715573041953 0.00040061004316651276 0.0026884035446493289 -0.00060699853462169162 0.0011083088242100933 0.0025587222614273093 -0.00022676578296788505 0.00156166269797036 -0.0028463291534748321 0.0025159705957930028 0.00082316976624028965 0.0022663016904257084 -0.0016270105385945879 0.0010243245259815843
leaf_weight=58 78 82 82 55 52 53 54 52 55 94 67 1148 102 102 52 52 58 469 69 54 61
leaf_count=58 78 82 82 55 52 53 54 52 55 94 67 1148 102 102 52 52 58 469 69 54 61
internal_value=0 0.000610976 0.00074854 0.000904516 0.00135875 0.00244163 0.00125193 0.00119308 0.000189762 0.00130752 0.00123706 0.00132908 0.00122676 0.00074958 -1.4025e-05 -0.000626411 0.00095324 0.000811424 0.00100849 -0.000602762 0.00168034
internal_weight=0 1099 1021 939 1850 166 1684 1630 167 1463 1411 1344 1250 884 186 134 698 640 538 109 114
internal_count=2949 1099 1021 939 1850 166 1684 1630 167 1463 1411 1344 1250 884 186 134 698 640 538 109 114
is_linear=0
shrinkage=0.0116154


Tree=2244
num_leaves=19
num_cat=0
split_feature=149 1 1213 3 150 11 3 4 4 1213 12 1210 1210 4 157 484 12 13
split_gain=1.31134 1.47805 3.61611 1.88421 1.69313 1.67518 1.78767 1.68246 1.41746 1.25618 0.95199 0.657048 1.54034 1.59529 0.712344 1.32801 0.9092 0.298319
threshold=0.079475000000000004 0.077375000000000013 0.026545000000000003 -0.23098999999999997 0.11717500000000002 0.088315000000000018 -0.099169999999999994 -0.095479999999999982 0.51326500000000019 0.023610000000000003 0.08598500000000002 -0.087109999999999979 -0.0074649999999999985 -0.14345499999999997 -0.0062799999999999991 0.088315000000000018 0.082165000000000016 -0.013049999999999997
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 -5 -8 11 -11 -1 -13 -14 15 -15 -16 -12
right_child=-2 2 -4 4 -6 -7 8 -9 -10 10 17 12 13 14 16 -17 -18 -19
leaf_value=-0.00031562049495442653 0.0025351850955219928 0.0024212144284020609 -0.0025156329652209325 -0.002237688855278825 -0.0012291696041474892 0.0027031631234741903 0.00091393701678575559 0.0006722794013528158 -0.0007342134725992765 0.0032463462190023894 0.0020332326015291701 0.0026596155786109865 -0.00079968007348399329 -0.00012655530191227796 0.0024117840011308195 0.0021045892697944043 0.0010931969261447556 0.00096803591472726758
leaf_weight=52 73 90 52 59 69 59 920 57 83 64 76 83 71 155 85 52 770 79
leaf_count=52 73 90 52 59 69 59 920 57 83 64 76 83 71 155 85 52 770 79
internal_value=0 0.000894036 0.000610382 0.000732058 0.000610043 0.000717882 0.000613092 -0.000806679 0.000777421 0.00115891 0.00200468 0.00101273 0.00106964 0.000953053 0.00107035 0.000433302 0.00122444 0.00149116
internal_weight=0 2876 1389 1337 1247 1178 1119 116 1003 1487 219 1268 1216 1133 1062 207 855 155
internal_count=2949 2876 1389 1337 1247 1178 1119 116 1003 1487 219 1268 1216 1133 1062 207 855 155
is_linear=0
shrinkage=0.0120847


Tree=2245
num_leaves=26
num_cat=0
split_feature=1 1 52 39 1 2 50 1 2 150 0 1429 0 1 52 11 2 13 52 0 0 13 0 1 0
split_gain=168.379 30.8169 18.429 15.1076 12.7362 8.93297 8.52303 7.91602 5.33673 4.35043 4.17555 3.63365 3.30797 2.53309 2.85733 2.69924 2.64899 2.40539 1.95649 2.67948 1.74824 1.11532 1.08487 0.738592 0.576208
threshold=0.10575500000000002 0.15028500000000003 -0.34918499999999997 0.0047850000000000011 0.088035000000000016 0.098655000000000007 0.10616500000000001 0.12448500000000001 0.10043500000000001 0.085845000000000019 -0.091234999999999983 1.0000000180025095e-35 -0.032274999999999991 0.090540000000000023 0.40945500000000007 1.0000000180025095e-35 0.08895500000000002 -0.0021099999999999995 0.042815000000000006 -0.082454999999999987 -0.16926499999999997 -0.24426999999999996 -0.074309999999999973 0.093435000000000004 -0.069414999999999991
decision_type=2 2 2 2 2 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 9 7 8 -4 13 -11 12 18 14 15 16 -1 21 19 -7 -10 -9 23 -15 -20
right_child=1 -3 6 4 -6 11 -8 17 20 10 -12 -13 -14 22 -16 -17 -18 -19 24 -21 -22 -23 -24 -25 -26
leaf_value=0.0026934767164854471 0.0025413137382253701 -0.00082701733629458711 0.0015473632379728269 0.0023313063181402008 0.00070751884301120769 0.0015070865574607021 0.0018084540161177663 0.00044657298824578306 0.0011343749440437124 0.001511367399470064 0.0024459399293746712 0.0027309593614855627 0.0015696747082083076 0.0026231877046633606 0.0021167389030158508 0.0031220375282572693 0.0024310911313826927 0.00082489828148531261 0.0025167620726339619 0.0022232946405683894 0.00057464355629542802 -5.4678477306109866e-05 0.002056039875151051 0.0022776238257823643 0.0021656586545568211
leaf_weight=840 52 65 99 67 64 58 63 52 60 53 84 56 86 80 75 75 382 52 83 92 103 71 73 93 54
leaf_count=840 52 65 99 67 64 58 63 52 60 53 84 56 86 80 75 75 382 52 83 92 103 71 73 93 54
internal_value=0 0.000867277 0.00106684 0.00239701 0.00153822 0.00244851 0.000913436 0.000784342 0.00107059 0.00253086 0.00208459 0.00211155 0.00201848 0.00256863 0.00261238 0.00264102 0.00261148 0.000355625 0.00215287 0.00194655 0.00078085 0.000157007 0.00232447 0.00243758 0.00237857
internal_weight=0 617 552 2315 131 2184 500 437 262 1755 137 429 373 1618 1372 1297 1222 175 287 150 163 123 246 173 137
internal_count=2932 617 552 2315 131 2184 500 437 262 1755 137 429 373 1618 1372 1297 1222 175 287 150 163 123 246 173 137
is_linear=0
shrinkage=0.00260187


Tree=2246
num_leaves=20
num_cat=0
split_feature=1 30 0 2 484 484 376 3 41 16 42 3 16 16 3 0 12 0 16
split_gain=5.21048 2.04047 1.81898 1.79408 1.6312 1.85371 2.14042 2.06132 2.0023 1.32896 1.21123 1.17165 1.04146 1.86103 0.714959 1.16398 0.643243 0.444317 1.03955
threshold=0.15028500000000003 0.085915000000000019 -0.24203499999999997 0.11366500000000002 -0.070839999999999986 0.085640000000000008 0.083925000000000013 -0.087414999999999979 0.077550000000000022 -0.5038649999999999 0.081605000000000025 -0.082689999999999986 0.0060400000000000011 0.14976500000000001 -0.036264999999999992 -0.11825999999999999 0.096055000000000015 -0.082284999999999983 -0.0069549999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 6 8 -7 -6 -5 -4 -9 14 -14 -11 -16 -15 18 -12
right_child=-2 -3 3 9 5 7 -8 11 -10 12 17 -13 13 16 15 -17 -18 -19 -20
leaf_value=0.0032872703733481104 -0.0025094065915212873 -0.0012681345793432053 0.003396642143501453 -0.001335575859396312 0.0010620506187034944 0.0040587145048634277 -0.0015501992760759752 -4.3038017966419573e-06 -0.00080561681484352587 0.0022441950141422902 0.0018835992664709366 0.0020567573251254801 -0.0020611354247092629 -0.00016333850909146591 0.0019748030177456511 -0.00054367582244068476 0.0017285914386358796 0.0025529394923847165 -0.00017924539989958152
leaf_weight=55 65 58 72 66 1651 58 53 61 92 66 123 133 52 55 52 60 54 53 53
leaf_count=55 65 58 72 66 1651 58 53 61 92 66 123 133 52 55 52 60 54 53 53
internal_value=0 0.00101931 0.00106659 0.0010222 0.00115285 0.00102819 0.000889145 0.00201862 0.000963395 0.000264089 0.00200059 0.00140801 0.000575917 -0.000141731 0.00122576 0.000624443 0.000772741 0.00156109 0.00126165
internal_weight=0 2867 2809 2754 2349 2048 1796 252 1743 405 301 194 339 161 178 112 109 229 176
internal_count=2932 2867 2809 2754 2349 2048 1796 252 1743 405 301 194 339 161 178 112 109 229 176
is_linear=0
shrinkage=0.0123264


Tree=2247
num_leaves=13
num_cat=0
split_feature=1 124 12 14 2 41 12 2 133 479 159 124
split_gain=3.60453 1.61311 1.844 1.71889 1.62452 1.86316 4.69843 1.89195 1.16067 1.05168 1.14182 0.491243
threshold=0.15028500000000003 -0.076164999999999983 -0.088999999999999982 -0.13131999999999996 0.13554000000000002 0.077550000000000022 0.086535000000000015 -0.085784999999999986 0.0029250000000000005 0.088585000000000011 0.081975000000000006 -0.087894999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 -3 5 7 -7 -5 -6 10 -9 -1
right_child=-2 3 -4 4 8 6 -8 9 -10 -11 -12 -13
leaf_value=0.0018859621613984846 -0.0022591432597856569 0.0028720377822383479 -0.0016122571544464773 0.0035274044475368865 -0.0014922053526265236 0.0018132880027385012 -0.0036047505480193941 0.00096879642677547625 0.0010184894484647964 -0.00065461542911015658 0.0018380516174187015 7.4339458341387299e-05
leaf_weight=52 65 85 93 56 81 63 52 1898 55 63 314 55
leaf_count=52 65 85 93 56 81 63 52 1898 55 63 314 55
internal_value=0 0.000917658 -0.000237482 0.00100434 0.000942796 0.00102173 -0.000635369 0.00110354 -0.000475803 0.00104382 0.00109225 0.000956085
internal_weight=0 2867 200 2667 2582 2446 115 2331 136 2275 2212 107
internal_count=2932 2867 200 2667 2582 2446 115 2331 136 2275 2212 107
is_linear=0
shrinkage=0.0133425


Tree=2248
num_leaves=14
num_cat=0
split_feature=1 16 14 11 52 52 124 9 15 16 52 133 52
split_gain=2.65117 1.51047 1.42375 1.64185 1.97913 1.40356 1.3047 1.74735 1.30311 1.27134 0.902304 0.647879 0.863888
threshold=0.14450000000000005 -0.14239499999999997 -1.0000000180025095e-35 0.086175000000000015 -0.047784999999999987 0.5140450000000002 -0.048219999999999992 0.081505000000000008 0.13248000000000001 -0.0038249999999999998 0.49613000000000007 0.087485000000000021 -0.078529999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 5 -5 6 11 8 10 -1 -8 12 -4
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=0.0036526040648573411 0.00022821300809646025 -0.0030185768219599413 -0.00090773693408642271 0.0010014389566363521 -0.0025106922135144515 -0.00084300630928140267 0.00090917179088034175 0.0033529245615957462 -0.00098628513251784841 0.00077017660840318419 0.0026760070869925549 -0.001489830357808904 0.0013245324797829261
leaf_weight=60 53 53 60 57 62 92 2142 55 66 54 55 54 69
leaf_count=60 53 53 60 57 62 92 2142 55 66 54 55 54 69
internal_value=0 -0.00139381 0.000798009 0.000735301 -0.00082719 0.000807064 0.000867821 0.000955172 0.000896832 0.00228852 0.000953469 -0.000237827 0.000285141
internal_weight=0 106 2826 2712 119 2593 2501 2318 2263 114 2197 183 129
internal_count=2932 106 2826 2712 119 2593 2501 2318 2263 114 2197 183 129
is_linear=0
shrinkage=0.0136093


Tree=2249
num_leaves=29
num_cat=0
split_feature=2 12 2 15 12 0 15 12 2 2 2 150 2 2 2 15 43 13 159 15 159 2 133 43 42 42 42 13
split_gain=70.2609 38.5519 11.6291 11.2617 6.71982 6.0924 5.32225 4.33005 3.81433 3.68768 3.88756 7.97337 2.19914 2.11327 2.06962 2.79334 1.5113 1.48259 1.34366 1.40279 1.17376 1.27135 1.07458 1.23396 0.985094 0.776144 0.414823 0.405426
threshold=0.11487000000000001 -1.0000000180025095e-35 0.17553000000000005 -0.24511999999999998 0.090125000000000025 -0.077614999999999976 1.0000000180025095e-35 0.083785000000000012 0.14290000000000003 -0.0098549999999999974 0.091235000000000024 0.082085000000000019 0.094155000000000016 0.13673000000000005 0.099185000000000009 0.087750000000000009 -0.10561 -0.023739999999999997 0.024100000000000003 -0.097794999999999979 -0.10786999999999998 0.089545000000000013 -0.010024999999999997 0.0085250000000000031 0.087505000000000013 -0.0088299999999999993 0.086435000000000012 -0.013819999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 8 12 9 27 17 -3 16 18 -5 -6 15 24 -11 -2 19 -12 -18 -22 23 -17 25 -9 -24 -8
right_child=2 6 -4 5 13 -7 7 14 -10 10 11 -13 -14 -15 -16 22 20 -19 -20 -21 21 -23 26 -25 -26 -27 -28 -29
leaf_value=0.00094305177719483202 0.0015703597345363435 0.0022766058909961524 0.00067931101339009626 0.0030457257545558449 0.0026169133779197825 0.001654133210263949 0.0038782348584152147 0.0033895063686526735 0.00099942332798596406 0.0026576984424166207 0.0032414882744194384 0.0018970230888892905 0.0023212948135441845 0.0019264900284118886 0.0025974489585447532 0.0034168472841639846 0.0027900228414222167 0.0020931694418353511 0.0032229846724510045 0.0027474480671255143 0.0032445626716269367 0.00286323057177818 0.0031029660814708812 0.0029521090299450543 0.003712624237723991 0.0030294983662964023 0.0028982518470956676 0.0035444576980691424
leaf_weight=64 83 63 67 56 99 78 54 197 56 54 54 68 76 52 52 107 65 84 89 253 451 80 116 76 56 62 254 66
leaf_count=64 83 63 67 56 99 78 54 197 56 54 54 68 76 52 52 107 65 84 89 253 451 80 116 76 56 62 254 66
internal_value=0 0.00293521 0.00173934 0.00195783 0.00192915 0.00226695 0.00305599 0.00320021 0.00162418 0.00292852 0.00296537 0.00277172 0.00262885 0.00237935 0.00313566 0.00316787 0.00310356 0.00183351 0.00292184 0.00283444 0.0031439 0.00318717 0.0030491 0.003224 0.00337628 0.00330344 0.00296251 0.0036949
internal_weight=0 2491 441 274 374 210 2217 1040 223 1177 1114 464 132 151 920 868 650 167 396 307 596 531 553 183 315 259 370 120
internal_count=2932 2491 441 274 374 210 2217 1040 223 1177 1114 464 132 151 920 868 650 167 396 307 596 531 553 183 315 259 370 120
is_linear=0
shrinkage=0.00276112


Tree=2250
num_leaves=18
num_cat=0
split_feature=41 4 1374 49 148 3 50 50 3 3 48 4 49 4 3 49 51
split_gain=2.1352 1.97298 1.61935 1.80682 1.68395 1.45587 1.68304 2.22688 1.75456 1.32293 1.43497 1.26196 0.963867 1.34235 1.27405 0.876232 0.679168
threshold=0.078150000000000011 0.27020000000000005 0.086000000000000007 0.15038000000000004 -0.043434999999999994 -0.0031199999999999995 1.0000000180025095e-35 0.089030000000000012 -0.026279999999999998 0.10402500000000002 0.087035000000000015 0.036605000000000006 0.096505000000000021 0.50996500000000011 0.0012800000000000001 -0.028049999999999995 -0.10056999999999998
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 8 -8 -6 16 -11 -2 13 15 -15 -3 -7
right_child=11 12 -4 -5 5 9 7 -9 -10 10 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.0010097431656101402 0.004188175927416926 -0.00033514834321464145 0.0033913339491722372 -0.0019372124070995026 0.00085383853058605696 0.0017105453244156145 0.004663720285381168 0.0013685364415646198 -0.0010981736067439576 -0.00093647796933459589 0.0025100560862049669 0.0013623127944055898 0.001630421362915037 0.0022440154683795841 -0.00083832351356945799 -0.0029306510505493024 0.0039318369030970244
leaf_weight=97 76 56 68 52 1440 52 57 419 122 54 65 79 53 55 81 74 97
leaf_count=97 76 56 68 52 1440 52 57 419 122 54 65 79 53 55 81 74 97
internal_value=0 0.000864219 0.0010107 0.000944687 0.00100712 0.00109203 0.000949444 0.00176348 0.00070127 0.0021757 0.00094468 0.00274897 -0.000293754 -0.00067777 0.000406984 -0.00181387 0.00315774
internal_weight=0 2842 2523 2455 2403 2306 2038 476 1562 268 119 155 319 266 136 130 149
internal_count=2997 2842 2523 2455 2403 2306 2038 476 1562 268 119 155 319 266 136 130 149
is_linear=0
shrinkage=0.0156328


Tree=2251
num_leaves=16
num_cat=0
split_feature=1375 15 11 9 3 3 39 42 123 1447 2 3 3 13 130
split_gain=2.07281 2.23103 1.89447 3.78663 2.36017 1.55333 1.82266 1.39323 1.50254 1.40109 1.207 1.49009 1.0891 1.38049 0.815069
threshold=-0.15824499999999997 -0.26361999999999991 0.079700000000000007 0.085355000000000014 -0.18945499999999996 0.094635000000000011 0.090935000000000016 0.086335000000000009 0.083945000000000006 -0.085124999999999992 0.10457000000000001 -0.082504999999999981 -0.085824999999999985 -0.066634999999999986 0.087755000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 7 -4 6 -2 8 10 -9 14 -12 -11 -14 -3
right_child=1 2 4 -5 -6 -7 -8 9 -10 12 11 -13 13 -15 -16
leaf_value=-0.001945098601577861 -0.0026584368582648964 0.0013442103214111967 0.0004605555642793449 -0.0027966156266988275 0.003860129137515717 0.00099259541061450874 0.00028272255096100036 -0.0017058584133383676 0.0028521947883853771 0.0019105820126470168 -0.0018184693265712697 0.00069039868891236178 0.00069416238235298338 -0.00066663024710035925 0.00034199455644837401
leaf_weight=54 85 980 69 54 84 83 72 53 86 100 55 216 653 175 178
leaf_count=54 85 980 69 54 84 83 72 53 86 100 55 216 653 175 178
internal_value=0 0.000744901 0.000856575 0.000768237 0.00232794 -0.00051223 -0.0013087 0.000845419 0.00110422 0.000445596 0.00099892 0.000180683 0.000568627 0.00040638 0.00119028
internal_weight=0 2943 2703 2550 153 240 157 2496 1515 981 1429 271 928 828 1158
internal_count=2997 2943 2703 2550 153 240 157 2496 1515 981 1429 271 928 828 1158
is_linear=0
shrinkage=0.0136093


Tree=2252
num_leaves=32
num_cat=0
split_feature=1 47 1 12 12 2 2 12 11 0 13 150 12 2 0 2 0 474 475 2 47 2 42 403 133 133 159 2 42 12 13
split_gain=109.516 14.3384 8.64037 10.0614 8.03554 7.27832 6.65564 5.5299 5.39862 4.96711 4.03004 7.47429 1.96365 2.26805 1.81988 4.28426 2.80216 1.43025 1.2077 1.19778 0.962651 0.938241 0.934928 1.17592 0.889585 0.850416 0.548139 0.491431 0.46387 0.848313 0.395125
threshold=0.10932500000000002 0.085585000000000008 0.089625000000000024 0.085465000000000013 0.089135000000000006 0.17553000000000005 0.10836000000000003 0.085075000000000026 1.0000000180025095e-35 -0.049024999999999992 -0.0015099999999999998 0.083435000000000023 0.086965000000000015 0.072175000000000017 -0.05461499999999999 0.11218000000000002 -0.14104999999999998 0.083260000000000015 -0.085289999999999991 0.089545000000000013 0.093765000000000015 0.083725000000000008 -0.0088299999999999993 -1.0000000180025095e-35 0.39985000000000009 0.094525000000000012 0.011235000000000002 0.087605000000000002 0.08845500000000002 0.095175000000000023 0.0066400000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 10 -3 7 8 14 12 25 -4 -12 13 -1 15 -2 -17 21 -19 22 24 -15 27 -24 28 -8 30 -14 29 -5 -21
right_child=1 4 3 20 -6 -7 9 -9 -10 -11 11 -13 19 17 -16 16 -18 18 -20 26 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0019629036772262696 -0.00022079756704250435 0.00098106009376489121 0.0011168962587165144 0.002753091329263825 0.0021991275377932495 -0.00031054560957326373 0.0022933278861095212 0.001405631268881976 0.0030469520079703361 0.0012318948896072864 0.0023267459079125115 0.0010547384540890656 0.002590168171900672 0.0027430950385660662 0.00090673284277943168 0.0011689440747358242 0.00034047264618127117 0.0030542835069355544 0.002534035001008946 0.0020799397745247424 0.0019166325247630324 0.0023945379102720031 0.0019318752366914748 0.0023889676302475925 0.0020340860626967194 0.0018886054668382142 0.0023875426247918115 0.0023000164386548197 0.0022552469090281399 0.002299146849980763 0.0023159247361290462
leaf_weight=63 53 80 101 58 79 53 101 77 87 61 86 56 141 66 84 53 69 57 80 303 53 462 64 121 64 63 70 65 95 66 66
leaf_count=63 53 80 101 58 79 53 101 77 87 61 86 56 141 66 84 53 69 57 80 303 53 462 64 121 64 63 70 65 95 66 66
internal_value=0 0.000901437 0.00224023 0.00195097 0.00158645 0.000621372 0.00232978 0.000768456 0.00238958 0.0018925 0.00153099 0.00182531 0.00235285 0.00245593 0.000578914 0.000421396 0.000700619 0.00250259 0.0027507 0.0022624 0.00225461 0.00243816 0.00237214 0.00223099 0.00231781 0.00213803 0.0021646 0.00249876 0.00240059 0.00251171 0.00212223
internal_weight=0 548 2449 579 159 389 1870 336 1645 225 243 142 1558 728 259 175 122 665 137 830 336 528 391 185 283 164 439 206 219 124 369
internal_count=2997 548 2449 579 159 389 1870 336 1645 225 243 142 1558 728 259 175 122 665 137 830 336 528 391 185 283 164 439 206 219 124 369
is_linear=0
shrinkage=0.00270699


Tree=2253
num_leaves=14
num_cat=0
split_feature=1375 14 4 13 14 16 4 3 48 16 42 52 480
split_gain=1.48246 1.9196 1.54445 2.71489 1.69441 5.40552 1.04064 1.14456 0.988729 0.830443 0.791811 1.80408 1.02145
threshold=-0.15824499999999997 0.073890000000000011 0.27120500000000008 -0.16140499999999997 -0.45687499999999998 -0.42170999999999997 -0.51323499999999989 -0.15963499999999997 -0.083209999999999992 -0.52541999999999989 0.088185000000000013 0.51371000000000011 0.096940000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 9 -2 -8 -9 -6 11 -10 -12
right_child=1 -3 3 4 5 -7 7 8 10 -11 12 -13 -14
leaf_value=-0.0015628217239472995 0.0027188966346815119 0.0027224788002754015 0.0021713699961885208 0.0014382700884029457 -0.0011603572306118791 -0.0051579619201085683 -0.00074245031136985229 0.0028070342999661508 0.0011136726847526452 0.00086202331674867618 0.00031138179745354092 -0.0014747225131092909 0.0022665127162993497
leaf_weight=54 59 101 79 54 75 56 91 52 1465 89 708 56 58
leaf_count=54 59 101 79 54 75 56 91 52 1465 89 708 56 58
internal_value=0 0.000803706 0.000735463 -0.000140639 -0.000807791 -0.00135978 0.000859776 0.000814575 0.000875216 -6.19242e-05 0.000831226 0.00101827 0.000459618
internal_weight=0 2943 2842 353 274 220 2489 2430 2339 164 2287 1521 766
internal_count=2997 2943 2842 353 274 220 2489 2430 2339 164 2287 1521 766
is_linear=0
shrinkage=0.0141591


Tree=2254
num_leaves=26
num_cat=0
split_feature=1 3 11 39 4 12 4 4 3 1 12 52 4 40 4 1 50 3 15 4 3 43 13 15 4
split_gain=161.721 37.4492 13.2912 12.5537 11.537 8.53991 5.28587 5.0902 5.03087 4.50281 4.19699 3.33097 6.09443 5.13926 2.96684 2.70521 2.33242 2.24577 2.22886 2.14137 1.86079 1.08329 1.05922 0.581008 0.478861
threshold=0.10557500000000002 -0.049204999999999992 1.0000000180025095e-35 1.0000000180025095e-35 0.41377500000000006 0.093245000000000008 -0.061939999999999988 0.018150000000000003 -0.115685 0.077845000000000011 0.089895000000000017 -0.049669999999999999 0.27420500000000009 -0.073884999999999992 0.0072100000000000003 0.117245 0.12743000000000002 0.095880000000000007 -0.11532999999999999 0.50666500000000003 -0.076969999999999997 0.0049250000000000014 -0.049994999999999991 -0.065984999999999988 0.064860000000000015
decision_type=2 2 2 2 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 15 -4 -3 8 -1 -5 17 14 -13 -14 -8 -2 22 21 -9 -15 24 -10 -12 -22 -20
right_child=1 6 5 9 -6 -7 11 18 10 -11 16 12 13 19 -16 -17 -18 -19 20 -21 23 -23 -24 -25 -26
leaf_value=0.002353107508342593 0.0029813139556719341 0.0018204675703421143 0.004290457141196382 0.002692027691606611 0.001337765026620979 0.0029424343082287839 0.00022215315118212097 0.0031741621303038869 0.0032532912714823203 0.0017530367247789338 0.0028443638420761999 0.0018610424482530445 0.00022892877884016122 0.0015121919115922342 0.001014781021304891 0.0023053035651676478 0.0024019587462920946 0.0027139922743531081 0.0026399350353108375 0.00079183908427115594 0.0025450346290097859 0.0029608151964184743 0.0030729754304220495 0.0021825252650926647 0.0029846247238126716
leaf_weight=69 103 53 89 68 58 53 72 54 873 77 272 58 59 65 62 71 57 66 58 53 61 102 315 68 61
leaf_count=69 103 53 89 68 58 53 72 54 873 77 272 58 59 65 62 71 57 66 58 53 61 102 315 68 61
internal_value=0 0.00150719 0.00299987 0.00294904 0.00236379 0.00378752 0.00103619 0.0030023 0.00305721 0.00219359 0.00308603 0.00092347 0.00111401 0.000869059 0.000589103 0.00270563 0.00291712 0.0031905 0.0026833 0.00118888 0.0025763 0.00322272 0.00296709 0.00235416 0.00281686
internal_weight=0 654 2343 2201 232 142 422 2056 1754 145 1685 369 235 177 134 174 644 1041 302 118 248 975 587 129 119
internal_count=2997 654 2343 2201 232 142 422 2056 1754 145 1685 369 235 177 134 174 644 1041 302 118 248 975 587 129 119
is_linear=0
shrinkage=0.00265391


Tree=2255
num_leaves=22
num_cat=0
split_feature=4 3 123 2 14 3 4 2 41 15 52 133 3 42 484 15 2 159 401 2 13
split_gain=118.032 37.0779 20.6536 12.1414 7.55224 6.55197 5.35626 4.12319 3.06062 2.58352 3.38861 4.55977 2.5611 2.10363 2.08854 1.57616 1.47197 1.55801 1.25111 1.01859 0.394429
threshold=0.31392000000000003 0.28833000000000003 0.080635000000000012 0.10060500000000001 -0.42227999999999993 0.12955000000000003 0.00059000000000000014 0.14290000000000003 1.0000000180025095e-35 0.10432000000000001 -0.11263999999999999 0.047685000000000005 -0.011259999999999997 0.083120000000000013 -0.0081849999999999978 -0.098139999999999991 0.090145000000000017 0.018290000000000004 0.083100000000000021 0.089545000000000013 0.091815000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -2 13 8 9 16 10 20 -12 -4 -6 -8 -16 18 -18 -1 -17 -5
right_child=4 -3 12 7 5 -7 14 -9 -10 -11 11 -13 -14 -15 15 19 17 -19 -20 -21 -22
leaf_value=0.0024754814115174328 0.0013943252429608158 0.00047741181549912039 0.00099691815826809141 0.0021479267471925544 0.000894617203434296 -0.00028584939977889122 0.0025002960698737972 0.001341147219508169 0.0030064140475945453 0.00245870349874677 0.0014735268169312691 0.0022924085196929641 0.0016971562005426981 0.00036457091182058349 0.0023012811906391074 0.0020760039349385141 0.0022381944811903291 0.0026728578888169309 0.0027348971234856839 0.0016997707308490553 0.0024188987650806963
leaf_weight=1067 62 73 71 95 102 62 84 56 68 84 128 64 61 87 102 105 284 64 133 81 56
leaf_count=1067 62 73 71 95 102 62 84 56 68 84 128 64 61 87 102 105 284 64 133 81 56
internal_value=0 0.0022357 0.002285 0.0023365 0.000612527 0.000419307 0.00242297 0.00198055 0.00248535 0.00206434 0.00196769 0.00174663 0.00132072 0.000650769 0.00215188 0.00205016 0.00246245 0.00231821 0.00250426 0.0019123 0.0022486
internal_weight=0 2676 2603 2471 313 251 1988 483 1616 427 343 192 132 189 372 288 1548 348 1200 186 151
internal_count=2989 2676 2603 2471 313 251 1988 483 1616 427 343 192 132 189 372 288 1548 348 1200 186 151
is_linear=0
shrinkage=0.00250084


Tree=2256
num_leaves=26
num_cat=0
split_feature=2 2 2 2 0 0 9 49 9 0 14 0 0 0 49 2 2 52 52 52 133 52 2 133 52
split_gain=125.404 53.6243 29.0145 27.318 18.3094 13.1489 10.9428 4.95968 4.80532 3.86425 3.36334 4.33432 3.50458 2.63773 2.43983 2.21401 1.93707 1.62554 1.85924 1.31413 1.09978 0.848913 0.798875 0.597702 0.184307
threshold=0.11693000000000002 -1.0000000180025095e-35 0.16730000000000003 0.099655000000000007 -0.13843999999999998 -0.084114999999999981 0.037245000000000007 0.0060400000000000011 0.092645000000000019 -0.14920999999999998 0.064610000000000015 -0.10462499999999998 -0.076734999999999984 -0.014989999999999998 -0.0087399999999999995 0.091235000000000024 0.13631000000000001 -0.51745999999999992 0.024870000000000003 -0.016329999999999997 0.024055000000000003 -0.10337499999999998 0.12681500000000004 0.077945 -0.091329999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 10 9 22 -1 16 -8 -5 11 14 15 19 -3 21 -7 -6 24 -14 -17 -13 -2 -20 -19
right_child=2 3 -4 4 17 7 8 -9 -10 -11 -12 12 13 -15 -16 20 -18 18 23 -21 -22 -23 -24 -25 -26
leaf_value=0.0010488756122866904 0.0013332148743375389 0.0024222211290830342 -1.0814049647838641e-05 0.0020279444788763009 0.0031211575283152959 0.0020997079021473309 0.0027405030009734713 0.0026136325702092204 0.0016758723969784574 0.0011137614974193206 0.0036913123504264266 0.0031016808320634441 0.0026477208765970017 0.0033963582093888729 0.0030322871962863954 0.0027874950832710572 0.0014533589646553054 0.0025599772308565706 0.0027576962881118486 0.003000399485675894 0.0031795275125347253 0.0033327417076512373 0.00092163922313472449 0.0031188004477877081 0.0023377808592630164
leaf_weight=94 54 74 75 72 79 68 58 85 53 52 81 120 108 81 103 84 55 53 77 199 110 974 73 52 55
leaf_count=94 54 74 75 72 79 68 58 85 53 52 81 120 108 81 103 84 55 53 77 199 110 974 73 52 55
internal_value=0 0.00294186 0.00142297 0.00304996 0.002476 0.00174405 0.00168985 0.00213908 0.00223241 0.0016448 0.00318053 0.00315818 0.00319838 0.00298503 0.00277739 0.00326263 0.00181091 0.00280208 0.00269561 0.00287642 0.00300992 0.00330742 0.00109685 0.00290347 0.00244707
internal_weight=0 2579 410 2374 440 335 205 208 111 124 1934 1853 1676 388 177 1288 123 316 237 307 194 1094 127 129 108
internal_count=2989 2579 410 2374 440 335 205 208 111 124 1934 1853 1676 388 177 1288 123 316 237 307 194 1094 127 129 108
is_linear=0
shrinkage=0.00255085


Tree=2257
num_leaves=32
num_cat=0
split_feature=1 3 12 2 4 1 4 3 0 49 2 0 16 0 43 0 12 1 0 4 4 0 0 12 4 16 133 16 43 52 2
split_gain=105.513 23.0591 11.7573 7.72313 5.90728 7.24267 5.79926 3.77994 3.50789 3.27201 3.19722 4.96417 3.57141 2.98775 1.96536 2.01655 1.85986 4.3177 2.54015 1.30328 1.23346 1.73698 1.2651 1.64988 1.12506 1.08802 1.06123 1.00423 0.938092 0.572262 0.496136
threshold=0.10471000000000001 0.3148450000000001 0.085075000000000026 0.098655000000000007 0.00059000000000000014 0.083250000000000005 0.31392000000000003 -0.14186499999999996 -0.076734999999999984 -0.046739999999999997 -1.0000000180025095e-35 -0.074249999999999997 -0.095564999999999983 -0.11471499999999998 -0.080384999999999984 -0.071749999999999994 -0.032329999999999991 0.077020000000000019 -0.050064999999999991 -0.040874999999999995 -0.085594999999999991 -0.086274999999999977 -0.11471499999999998 0.083535000000000012 0.020110000000000006 -0.015214999999999998 0.085020000000000012 -0.088314999999999991 -0.064179999999999987 0.085540000000000019 0.089795000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 7 13 19 -1 20 -5 -2 12 -12 -6 -10 -16 -11 18 24 -4 21 -9 -22 -24 28 -21 -15 -7 -18 -23 -17
right_child=1 -3 6 9 5 27 -8 8 14 16 11 -13 -14 26 15 30 17 -19 -20 25 22 29 23 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0030655018120502317 0.00054106966746723288 -8.6709377102971597e-05 0.0024565936050310079 0.001448710342037231 0.0029541714643963215 0.0012574372021618878 0.0011032347649832669 0.0031351682613327001 0.0018364825568420503 0.0016657583006333026 0.0012922246115067532 0.0016633577746748085 0.00050901910257635354 0.0019678039396351264 0.0020338853365157506 0.002765458775013884 0.0026377644019563913 0.0027956983125193608 0.0015781293954416377 0.0022230680958612329 0.0020975495228003089 0.0027445277305682097 0.0029837775940625443 0.002506048181573814 0.0019855109844782387 0.0016843506772082361 0.002443058927769335 0.001792619686525637 0.0021635806525983825 0.0023708036644354523 0.0023953820590141743
leaf_weight=88 74 95 52 56 54 52 58 60 76 52 85 98 86 71 84 59 55 75 62 52 52 67 57 903 103 60 69 52 72 58 52
leaf_count=88 74 95 52 56 54 52 58 60 76 52 85 98 86 71 84 59 55 75 62 52 52 67 57 903 103 60 69 52 72 58 52
internal_value=0 0.00114695 0.00135444 0.00237321 0.00245219 0.00210245 0.00183999 0.00251915 0.00248638 0.00206485 0.00104009 0.00117726 0.000898501 0.00241169 0.00220748 0.00235193 0.00214713 0.00221526 0.00206607 0.00210037 0.0025495 0.00275437 0.00251202 0.00253444 0.00219748 0.00193473 0.00220224 0.00152531 0.00236916 0.00257135 0.00259235
internal_weight=0 660 565 2329 1854 298 222 1556 1468 475 343 269 171 194 271 195 419 367 292 164 1197 185 1012 960 230 112 140 104 127 125 111
internal_count=2989 660 565 2329 1854 298 222 1556 1468 475 343 269 171 194 271 195 419 367 292 164 1197 185 1012 960 230 112 140 104 127 125 111
is_linear=0
shrinkage=0.00270699


Tree=2258
num_leaves=18
num_cat=0
split_feature=2 106 15 15 40 123 403 49 0 1375 16 2 16 16 13 13 13
split_gain=2.23 1.79448 1.72749 2.2088 1.30751 1.87018 1.54012 1.91701 1.33132 1.82568 1.21694 1.2142 1.14138 0.972148 1.3292 0.697335 0.70324
threshold=0.14870000000000003 0.085650000000000018 0.021950000000000001 0.082225000000000006 -0.081564999999999985 0.09394000000000001 -0.081424999999999984 0.086260000000000017 -0.23028499999999999 -0.091584999999999986 -0.085454999999999989 0.11487000000000001 -0.116045 -0.093874999999999986 -0.09194999999999999 0.056735000000000001 -0.0081349999999999981
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 -1 6 7 -6 12 -10 -2 13 -8 14 -5 16 -15
right_child=10 -3 3 11 5 -7 8 -9 9 -11 -12 -13 -14 15 -16 -17 -18
leaf_value=0.003438306051938473 -0.00232377268117092 -0.0012090560458581456 0.0054291166820725429 -0.0012229168353196989 -0.0021578071093214259 -0.0016541846207301699 0.0015978590078403391 0.001841456798658964 0.0044989596878028844 0.0016384922094009246 0.00088634230769570749 0.0045178887190600956 -0.0017779479977094821 0.0021047682016068735 0.0021765316735959418 0.0009411339468195167 0.0032841583662418304
leaf_weight=86 53 53 57 55 66 52 52 61 62 1263 76 54 54 601 68 103 173
leaf_count=86 53 53 57 55 66 52 52 61 62 1263 76 54 54 601 68 103 173
internal_value=0 0.00175386 0.00180987 0.00230866 0.00148302 0.00137846 0.00147979 -0.000235534 0.00163215 0.00177247 -0.000431196 0.00213975 -0.000120254 0.00201115 0.000655041 0.00220115 0.0023686
internal_weight=0 2860 2807 1111 1696 1610 1558 127 1431 1325 129 1054 106 1000 123 877 774
internal_count=2989 2860 2807 1111 1696 1610 1558 127 1431 1325 129 1054 106 1000 123 877 774
is_linear=0
shrinkage=0.0162644


Tree=2259
num_leaves=15
num_cat=0
split_feature=9 13 15 12 0 4 4 13 0 0 12 52 42 42
split_gain=1.98016 2.44998 1.7059 1.43077 1.36118 1.06141 1.74576 0.787936 0.804059 2.01507 0.820127 0.635287 0.685504 0.664463
threshold=-1.0000000180025095e-35 -0.16140499999999997 -0.19631499999999999 0.023990000000000004 -0.23066499999999998 0.043640000000000005 0.056815000000000011 -0.13871999999999998 -0.15651999999999996 -0.10594499999999998 0.08598500000000002 -0.23815499999999998 0.098205000000000015 0.091785000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -3 7 -7 -6 -9 -10 -11 -8 13 -13
right_child=1 4 3 -5 5 6 11 8 9 10 -12 12 -14 -15
leaf_value=-0.00089151105489239542 0.0016396007443968345 -0.00024689960508385148 7.344532357492102e-05 -0.0028312651382083665 0.0031712405904244655 -0.0013546566003978012 0.0025305639385807179 0.0029637058308450638 -0.00074858132550992653 0.001925361428911239 0.0013172376782395999 0.00095421107612745357 -0.0001089891117597999 0.0026376833359648437
leaf_weight=85 58 99 73 55 52 60 52 65 76 603 1300 268 91 52
leaf_count=85 58 99 73 55 52 60 52 65 76 603 1300 268 91 52
internal_value=0 0.0012149 -0.000295541 -0.00117354 0.00131832 0.00137754 0.000828451 0.00151448 0.00147226 0.0014232 0.00151001 0.00111167 0.000931801 0.00122823
internal_weight=0 2904 186 128 2718 2619 523 2096 2044 1979 1903 463 411 320
internal_count=2989 2904 186 128 2718 2619 523 2096 2044 1979 1903 463 411 320
is_linear=0
shrinkage=0.0136093


Tree=2260
num_leaves=19
num_cat=0
split_feature=3 33 13 50 151 14 0 41 16 16 133 394 484 157 50 159 48 13
split_gain=3.14086 2.96868 2.67113 1.45007 1.48361 2.25107 2.31539 1.66227 1.61593 2.43587 1.18828 1.16115 0.951863 1.23271 1.02712 1.05912 0.930192 0.75776
threshold=0.11745500000000002 0.082505000000000009 -0.48634999999999995 0.083800000000000013 -0.089594999999999994 0.018455000000000003 -0.13409999999999997 0.081500000000000017 -0.39761999999999992 -0.019749999999999993 0.084335000000000007 -0.086349999999999996 -0.11664999999999999 -0.08577499999999999 0.089975000000000013 -0.081944999999999976 0.085760000000000017 -0.0058249999999999994
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 10 6 8 11 -6 -10 -1 -8 -5 -14 -15 -16 -4 -17
right_child=2 -3 16 12 5 -7 7 -9 9 -11 -12 -13 13 14 15 17 -18 -19
leaf_value=0.003199938080770467 0.0016729121803906359 0.0044085376031500053 -0.0026571880112752802 0.0035228031122138547 0.0011185983631655254 -0.0015405524224907975 0.0026208165780313535 -0.0014183431486015099 -0.0039452920416550496 0.00036568164195727588 0.00086453178210066774 0.00099277701810805978 -0.00037318058728243349 0.0035297896336504882 0.002773809403350157 0.0014469144140190763 -0.00049088171970832406 -0.00038363497883832907
leaf_weight=94 70 53 85 52 59 82 93 55 53 52 82 1620 61 58 93 184 75 60
leaf_count=94 70 53 85 52 59 82 93 55 53 52 82 1620 61 58 93 184 75 60
internal_value=0 0.00108907 -0.000632927 0.00102381 0.000865571 0.000756511 0.000854083 0.00100341 -0.000754789 -0.00180889 0.00211271 0.00108125 0.00170567 0.00149812 0.00178749 0.00148718 -0.00164268 0.00099616
internal_weight=0 2751 230 2698 2190 2014 1932 1768 164 105 176 1713 508 456 395 337 160 244
internal_count=2981 2751 230 2698 2190 2014 1932 1768 164 105 176 1713 508 456 395 337 160 244
is_linear=0
shrinkage=0.0141591


Tree=2261
num_leaves=13
num_cat=0
split_feature=3 13 14 15 9 41 1446 1 13 1374 48 48
split_gain=2.17301 2.22708 1.29417 2.15709 2.07235 1.52226 1.14108 1.62574 1.95376 1.0936 1.07607 0.942545
threshold=0.11745500000000002 -0.11210999999999999 -0.13131999999999996 -0.42075999999999997 0.08542000000000001 0.081500000000000017 0.082445000000000004 0.078705000000000011 -0.084964999999999985 0.086000000000000007 0.09062000000000002 0.085790000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 -1 -4 5 6 9 8 -8 11 -2 -5
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=0.0024877013463767395 0.0012765149035664409 -0.0022324027460440951 -0.0013689285618049766 0.0005994394781227996 0.0032353151726022926 -0.00090493303345949225 0.002790156232798476 0.0035746733929538171 -0.00020515364552905582 0.0025105872697805212 -0.0010548401415653706 0.0013393181403595512
leaf_weight=79 97 81 77 1821 61 87 64 61 89 60 52 352
leaf_count=79 97 81 77 1821 61 87 64 61 89 60 52 352
internal_value=0 -0.000486323 0.000836854 0.000787993 0.000852048 0.000794622 0.000855104 0.00176807 0.00104687 0.000767548 0.00046195 0.000719355
internal_weight=0 230 2751 2672 2595 2534 2447 214 153 2233 149 2173
internal_count=2981 230 2751 2672 2595 2534 2447 214 153 2233 149 2173
is_linear=0
shrinkage=0.0130808


Tree=2262
num_leaves=9
num_cat=0
split_feature=9 10 9 40 48 49 13 13
split_gain=2.07456 2.54624 2.73541 1.23645 1.17777 1.28959 1.11219 1.83524
threshold=0.093040000000000012 -0.15491499999999997 -1.0000000180025095e-35 0.0045850000000000005 0.13897500000000002 -0.16230499999999995 0.26746000000000009 0.10621000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -7
right_child=-2 2 3 -5 -6 6 -8 -9
leaf_value=0.0032380638710843104 -0.0019780982430187104 -0.0016841176565997899 0.0027553023003264458 -0.0010573918629873443 -0.0012147529320045405 0.00074691844531604994 0.0024731543258388025 -0.00094374104366816913
leaf_weight=64 52 87 54 69 53 2427 60 115
leaf_count=64 52 87 54 69 53 2427 60 115
internal_value=0 0.000657102 0.000599399 0.000670963 0.000715037 0.000753598 0.000712002 0.000670378
internal_weight=0 2929 2865 2778 2709 2656 2602 2542
internal_count=2981 2929 2865 2778 2709 2656 2602 2542
is_linear=0
shrinkage=0.0130808


Tree=2263
num_leaves=30
num_cat=0
split_feature=39 14 0 0 16 14 133 39 123 0 52 52 16 16 133 11 40 9 43 133 16 0 43 133 132 160 16 43 16
split_gain=30.7536 19.6821 14.8944 9.26019 9.70485 8.74159 8.09549 5.68956 8.58135 4.83572 3.4948 3.19739 2.56618 2.4394 2.08495 1.84864 1.58032 1.34309 2.40654 5.15782 1.28552 1.04942 0.738022 1.46049 1.10907 0.625652 0.952329 0.543317 0.446582
threshold=0.085285000000000014 -0.31893999999999995 -0.12851999999999997 -0.064994999999999983 0.066010000000000013 0.026890000000000004 0.075180000000000011 0.11592000000000001 0.081630000000000022 -0.14259999999999998 0.029970000000000007 0.057445000000000003 -0.5103049999999999 -0.17773999999999998 -0.0045649999999999987 1.0000000180025095e-35 -0.082484999999999989 0.083710000000000021 -0.0058299999999999992 0.070495000000000016 -0.25397999999999993 -0.22984499999999997 0.0049250000000000014 -0.42663499999999993 -0.004559999999999999 -0.081399999999999986 -0.078829999999999983 0.065040000000000014 0.41580500000000004
decision_type=2 2 2 2 2 2 2 2 2 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 14 6 9 10 8 -2 12 -5 15 -3 -10 22 28 -15 18 20 -20 -16 -14 25 24 -24 -4 -27 -25 -6
right_child=7 2 3 4 11 -7 -8 -9 13 -11 -12 -13 21 16 17 -17 -18 -19 19 -21 -22 -23 23 27 -26 26 -28 -29 -30
leaf_value=0.00038626032626915848 0.0022033645732814264 0.0010683794417109089 0.002748658599862661 0.00051283537801662235 0.0020034474251950135 0.0023593296059190843 0.0022330128617843721 0.0004202082135240488 0.00057146448395865108 0.00065052058171197018 0.0014566467404028194 0.001508381693644949 0.0020111879387407104 0.00089521842769567025 0.0018343277332872289 0.002659637655071009 0.0015654684969282618 0.0026417063132738792 0.0011850688768676608 0.0022785062913605421 0.0022530629973275739 0.0015235043781673108 0.0022376194578758168 0.0022386562465288545 0.0027864590366275328 0.0025187257957287393 0.0021751139904422679 0.001831475769652579 0.0023151224591362271
leaf_weight=55 65 67 58 72 105 83 53 71 65 66 55 52 63 52 63 72 61 52 58 84 909 81 66 52 54 244 89 55 59
leaf_count=55 65 67 58 72 105 83 53 71 65 66 55 52 63 52 63 72 61 52 58 84 909 81 66 52 54 244 89 55 59
internal_value=0 0.00205424 0.00208935 0.00217441 0.00182148 0.00155714 0.00130805 0.00112218 0.00132716 0.00131666 0.000921809 0.00214227 0.00152488 0.00100702 0.00226698 0.00228181 0.0012573 0.00219658 0.00217578 0.0018321 0.00222595 0.00173707 0.00239976 0.00227041 0.00248485 0.00247477 0.00242698 0.00202964 0.00211576
internal_weight=0 2667 2612 2252 468 360 180 314 243 277 127 288 211 178 1784 236 113 1166 1114 142 972 144 618 227 120 391 333 107 164
internal_count=2981 2667 2612 2252 468 360 180 314 243 277 127 288 211 178 1784 236 113 1166 1114 142 972 144 618 227 120 391 333 107 164
is_linear=0
shrinkage=0.00281635


Tree=2264
num_leaves=28
num_cat=0
split_feature=4 3 150 4 4 48 49 15 15 0 0 3 52 3 0 52 16 4 3 0 4 0 3 3 42 1447 403
split_gain=87.6065 32.6654 18.7387 6.43015 9.63685 5.26704 4.62523 4.52152 4.64922 3.59908 3.23613 4.49212 4.44677 3.95964 3.67326 3.21443 6.19993 3.16201 2.80107 2.03019 1.65784 1.14851 1.06992 0.924973 0.803231 0.652177 0.624417
threshold=0.31392000000000003 -0.064349999999999991 0.090965000000000004 -1.0000000180025095e-35 -0.37626499999999991 0.09062000000000002 0.10378500000000002 -0.43091499999999999 -0.26361999999999991 -0.108275 -0.071299999999999988 -0.12077499999999998 -0.45635499999999996 -0.10859999999999999 -0.10071499999999999 -0.089214999999999975 -0.010034999999999999 0.51395000000000002 -0.080694999999999975 -0.14720499999999997 0.0060300000000000015 -0.085349999999999995 -0.080294999999999991 -0.088484999999999994 0.093155000000000016 -0.079709999999999989 -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 10 3 4 -3 15 9 17 -9 -5 11 19 23 -14 18 -6 -17 -2 -13 -1 21 22 -16 -12 -15 -23 -26
right_child=7 2 -4 6 5 -7 -8 8 -10 -11 12 14 13 24 20 16 -18 -19 -20 -21 -22 25 -24 -25 26 -27 -28
leaf_value=0.0030297941589396958 0.0020453454858775995 0.0027817243498991753 0.0010453526682209211 0.0033266287201279498 0.002566202987741426 0.0011127845854446599 0.0020045439292241413 0.00038068537895820316 0.0012743654233949473 0.0025689570381236954 0.0032451946875412929 0.0019623655562125901 0.0019633642290445763 0.0028354333711059516 0.0030697332956118786 0.0022856548948758802 0.0011279760990023392 0.0012627643543289986 0.0028152990056507184 0.0037456031544586777 0.0025478530109376073 0.0031062769826698056 0.0027501857480769823 0.0027836690718722585 0.0027367135140649256 0.0028291576387635005 0.0023635516414370118
leaf_weight=52 56 103 87 73 55 54 53 64 103 103 72 53 79 90 414 77 53 94 52 57 90 65 88 52 52 711 79
leaf_count=52 56 103 87 73 55 54 53 64 103 103 72 53 79 90 414 77 53 94 52 57 90 65 88 52 52 711 79
internal_value=0 0.00267403 0.00217079 0.00234222 0.0021159 0.00182884 0.0026801 0.00122696 0.000932044 0.00288338 0.00283908 0.00289337 0.00263648 0.00246469 0.00285553 0.0020377 0.00181389 0.00155511 0.00238504 0.00340437 0.00289162 0.00291581 0.00301377 0.00305188 0.00264377 0.00285241 0.00251189
internal_weight=0 2664 658 571 342 239 229 317 167 176 2006 1582 424 300 1473 185 130 150 105 109 1368 1278 502 124 221 776 131
internal_count=2981 2664 658 571 342 239 229 317 167 176 2006 1582 424 300 1473 185 130 150 105 109 1368 1278 502 124 221 776 131
is_linear=0
shrinkage=0.00260187


Tree=2265
num_leaves=13
num_cat=0
split_feature=45 482 1452 48 16 4 1446 1 10 16 15 48
split_gain=2.44299 1.4634 0.947786 0.825227 2.69646 2.17073 1.65875 1.21347 0.908907 1.41684 1.39044 0.513564
threshold=1.0000000180025095e-35 0.11830000000000002 0.085260000000000016 0.093225000000000016 0.24100000000000002 -0.010909999999999998 0.10324000000000001 0.095640000000000017 -0.015289999999999998 -0.5103049999999999 -0.50173499999999993 0.12036500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 8 -7 -1 -10 -11 -9
right_child=-2 -3 -4 4 -6 7 -8 11 9 10 -12 -13
leaf_value=-0.00048926458474795231 0.003825241860045874 0.0031252612134952981 -0.00039001467877441883 0.0029022016239836209 -0.0024433109201117088 0.0013854221498027749 0.0033551843381750945 0.00015914196818054858 0.0025886580466610342 -0.0011899474599312266 0.00097691444476392291 -0.0016308814827114596
leaf_weight=76 52 52 103 67 54 79 52 55 95 54 2126 59
leaf_count=76 52 52 103 67 54 79 52 55 95 54 2126 59
internal_value=0 0.000906283 0.000865315 0.000912956 0.00026907 0.000832958 0.000997033 0.000113882 0.000944815 0.000992785 0.000923175 -0.000766024
internal_weight=0 2872 2820 2717 314 260 2403 193 2351 2275 2180 114
internal_count=2924 2872 2820 2717 314 260 2403 193 2351 2275 2180 114
is_linear=0
shrinkage=0.0133425


Tree=2266
num_leaves=22
num_cat=0
split_feature=1 52 1 124 0 16 3 0 47 34 3 42 0 1 52 3 3 130 3 52 16
split_gain=58.8701 15.026 6.97016 4.50392 3.15626 6.68878 3.17684 4.6422 3.15136 3.08343 3.39215 5.48847 2.85079 2.30722 2.12038 1.03868 1.03297 1.49077 0.907424 0.901869 0.856942
threshold=0.10575500000000002 -0.34918499999999997 0.12313000000000002 -0.082254999999999981 -0.061204999999999989 0.08215500000000002 0.088880000000000015 -0.14920999999999998 0.091930000000000012 -0.023104999999999997 0.28833000000000003 0.086700000000000013 -0.10594499999999998 0.081540000000000015 -0.080219999999999986 -0.079634999999999997 -0.086064999999999989 0.088930000000000009 0.0025650000000000004 0.0030150000000000008 0.28127000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 8 -1 6 -6 7 -5 14 -4 11 -11 15 20 -3 -9 17 -14 -16 -18 -7
right_child=1 2 9 4 5 13 -8 12 -10 10 -12 -13 16 -15 18 -17 19 -19 -20 -21 -22
leaf_value=0.001532625384582877 0.0024340990626634832 0.00066750592236006201 9.0059843033924312e-05 0.0028502785364724888 0.001284320744467224 0.0016692527274443801 0.0016813652327193882 0.0015148005677799751 0.0018356987448973241 0.0016132218073571863 0.00037795976852224994 0.00049471731740209439 0.0024309478568637658 0.0025218994836632412 0.0011606439168136257 0.0020608421518595976 0.0021260157847150184 0.0020584512881825288 0.0016100090384813565 0.0022887114984742368 0.0021777896276344607
leaf_weight=87 68 52 52 98 92 55 81 57 75 78 77 63 413 95 98 55 605 109 57 505 52
leaf_count=87 68 52 52 98 92 55 81 57 75 78 77 63 413 95 98 55 605 109 57 505 52
internal_value=0 0.00118459 0.00103061 0.00216237 0.00218706 0.00191457 0.00222871 0.00225276 0.0013404 0.000706943 0.000853952 0.00111368 0.00221917 0.00220146 0.00116079 0.00178321 0.00224907 0.00235322 0.00132609 0.00220006 0.00191667
internal_weight=0 620 552 2304 2217 294 1923 1842 282 270 218 141 1744 202 207 112 1632 522 155 1110 107
internal_count=2924 620 552 2304 2217 294 1923 1842 282 270 218 141 1744 202 207 112 1632 522 155 1110 107
is_linear=0
shrinkage=0.00281635


Tree=2267
num_leaves=28
num_cat=0
split_feature=12 15 12 150 150 0 12 12 15 16 16 0 0 0 0 16 0 160 16 52 0 15 52 16 484 0 0
split_gain=64.0748 22.5714 12.3831 7.28645 9.79298 7.57717 6.78227 5.24372 4.19376 2.84421 2.42698 4.93259 2.87172 2.26083 1.9132 1.97798 2.35553 2.25251 1.74248 1.94213 1.22194 1.16232 0.979149 0.914351 0.755488 0.468074 0.184941
threshold=0.056995000000000011 -0.26361999999999991 0.14523000000000003 -0.029954999999999999 0.089155000000000012 -0.15445999999999996 -0.073629999999999987 0.098085000000000019 -0.46970499999999993 -0.20132999999999998 0.15273500000000004 -0.0033699999999999993 -0.12851999999999997 -0.14755499999999996 -0.12851999999999997 0.024125000000000004 0.051660000000000005 -0.06146999999999999 0.0060400000000000011 -0.23815499999999998 -0.079119999999999982 -0.14151499999999997 -0.025999999999999995 -0.16956499999999999 -0.007899999999999999 -0.087544999999999998 -0.068669999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 -3 5 -5 8 14 -1 -9 11 12 -7 -6 -2 21 17 -17 20 -20 -11 -16 25 -24 -19 -23 -22
right_child=2 3 -4 4 13 10 -8 9 -10 18 -12 -13 -14 -15 15 16 -18 24 19 -21 26 22 23 -25 -26 -27 -28
leaf_value=0.0012163971840364026 0.0026928482377678656 0.0013732727733741163 0.0016599607916656868 0.0034238925502892079 0.0020652964692868259 0.0019555302128569938 0.0018484749027247193 0.0020984429464132562 0.00010947552469472208 0.0032247983935091138 0.0027945665876148444 0.0015704631997544936 0.0027181534254912499 0.0012423061002874432 0.0035696014403453179 0.0023326944141819593 0.0034564001546320395 0.0032062815178416273 0.0028424368796047526 0.0021584310274304899 0.0029133580703913017 0.003175469305626631 0.0027697148074109701 0.0031371479901482922 0.0028317069939194006 0.0034946450445294958 0.002676091862733682
leaf_weight=62 95 64 57 75 53 58 70 52 52 97 103 63 140 58 58 64 56 67 88 57 57 70 61 946 144 93 64
leaf_count=62 95 64 57 75 53 58 70 52 52 97 103 63 140 58 58 64 56 67 88 57 57 70 61 946 144 93 64
internal_value=0 0.00202725 0.00298203 0.00229178 0.0023986 0.00259147 0.00114437 0.00301844 0.000711755 0.00272909 0.00241987 0.00227189 0.00249491 0.00163554 0.00309102 0.00311527 0.00291701 0.00280706 0.00281935 0.00257376 0.00298256 0.00316868 0.00314878 0.00311492 0.00295079 0.00335776 0.00278812
internal_weight=0 798 2126 614 550 439 184 2069 114 415 364 261 198 111 1654 1559 331 275 363 145 218 1228 1170 1007 211 163 121
internal_count=2924 798 2126 614 550 439 184 2069 114 415 364 261 198 111 1654 1559 331 275 363 145 218 1228 1170 1007 211 163 121
is_linear=0
shrinkage=0.00287267


Tree=2268
num_leaves=12
num_cat=0
split_feature=2 3 3 1348 0 150 3 2 0 475 3
split_gain=1.43826 1.39426 1.35336 1.28038 1.91634 1.33842 1.30778 1.32496 2.09901 1.34549 0.483851
threshold=-0.14847999999999997 0.3148450000000001 0.12745000000000004 0.084490000000000023 -0.18713499999999997 0.083205000000000015 0.096440000000000012 0.10100500000000003 -0.13165999999999997 -0.087994999999999976 0.15937000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 9 -9 -6 -4
right_child=1 -3 10 -5 6 -7 -8 8 -10 -11 -12
leaf_value=0.0035954750262178516 0.0044058678219926197 -0.00072314355028157929 0.0040926538917896551 -0.0011528877684387942 -0.00068526629668532498 0.0011791054578831192 -0.0011800984602868768 -0.002030388496893013 0.00093837919277317149 0.0015374856004272861 0.0019708254486517974
leaf_weight=66 80 84 54 53 69 52 55 66 491 1802 52
leaf_count=66 80 84 54 53 69 52 55 66 491 1802 52
internal_value=0 0.0012598 0.00131991 0.00125098 0.00129976 0.00313598 0.00120208 0.00125611 0.000586305 0.00145542 0.00305333
internal_weight=0 2858 2774 2668 2615 132 2483 2428 557 1871 106
internal_count=2924 2858 2774 2668 2615 132 2483 2428 557 1871 106
is_linear=0
shrinkage=0.0156328


Tree=2269
num_leaves=21
num_cat=0
split_feature=2 43 13 2 15 42 12 13 13 14 4 15 150 12 1447 2 13 2 43 12
split_gain=0.994652 1.18715 2.31056 2.06523 2.71855 1.39603 0.966355 2.92961 2.46064 1.34661 1.42901 2.75529 1.93332 1.79804 1.55419 1.11659 0.882535 0.732968 0.498654 0.437927
threshold=-0.14847999999999997 0.097510000000000027 -0.095139999999999988 0.089125000000000024 -0.032144999999999993 -0.044384999999999994 -1.0000000180025095e-35 -0.0088749999999999992 0.0040450000000000009 -0.071824999999999986 -0.020619999999999996 -0.0087299999999999999 0.11183500000000002 0.083785000000000012 -0.084914999999999977 0.096435000000000007 -0.06724999999999999 0.12141500000000001 0.27168500000000007 0.095815000000000011
decision_type=2 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 17 19 7 16 -9 -8 13 12 -12 15 -15 -11 -4 -5 -7 -3
right_child=1 5 6 4 -6 18 9 8 -10 10 11 -13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.002708491372630246 0.0013486363228377809 -0.00026397639865930204 0.00057708594828890559 0.001124652111247042 -0.003928571452433912 0.0034997319963156804 0.0033536219419580569 -0.0032575734172751239 0.00076210972042108581 0.0017991124501091499 0.00063948458349446678 -0.0016564457065770136 0.0031047464906211256 -0.0012269982971580839 0.0012607982937420192 0.0041893624581806222 0.0026836766812087572 -0.0011786637117088543 0.0018294920249707536 0.0014656038032821162
leaf_weight=66 86 52 95 53 55 83 52 67 56 102 631 97 71 53 983 64 69 58 64 67
leaf_count=66 86 52 95 53 55 83 52 67 56 102 631 97 71 53 983 64 69 58 64 67
internal_value=0 0.000949018 0.000856465 -0.000431323 -0.00135438 0.00185032 0.000995214 0.000224978 -0.00142624 0.00110282 0.00104425 0.00057982 0.000889036 0.00135284 0.00113338 0.00272157 0.00146432 -7.75205e-05 0.00277358 0.000708551
internal_weight=0 2858 2592 252 166 266 2340 287 123 2053 2001 799 702 1202 1036 166 164 111 147 119
internal_count=2924 2858 2592 252 166 266 2340 287 123 2053 2001 799 702 1202 1036 166 164 111 147 119
is_linear=0
shrinkage=0.0141591


Tree=2270
num_leaves=30
num_cat=0
split_feature=1 52 15 15 1 49 0 49 49 1 15 0 1 52 156 130 133 43 0 15 52 15 15 132 52 43 15 15 15
split_gain=89.1357 23.051 12.0787 10.8553 6.68448 8.81012 6.27422 4.9914 7.11142 6.20333 4.18932 3.73044 3.86205 2.82944 2.26843 2.24766 2.36914 1.63997 1.602 1.52533 3.18087 1.39375 2.15307 1.34519 1.2292 1.19104 0.988973 0.338754 0.290596
threshold=0.10509 -0.25811499999999993 -0.26361999999999991 -0.43091499999999999 0.089745000000000019 -0.012034999999999999 -0.14043999999999998 -0.019034999999999996 0.016520000000000003 0.11430000000000001 -0.065419999999999992 -0.06952499999999999 1.0000000180025095e-35 0.40431 0.090040000000000023 1.0000000180025095e-35 0.056015000000000002 -0.0005399999999999999 -0.058589999999999996 0.089125000000000024 -0.34918499999999997 0.079600000000000018 -0.087984999999999994 0.10844500000000001 -0.014264999999999998 -0.116045 -0.089849999999999985 0.093815000000000009 0.091285000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 18 6 -6 24 9 10 -4 -9 14 15 19 17 16 -13 23 -3 20 -7 22 -19 25 -1 -8 -22 -21 -23
right_child=1 2 7 -5 5 13 11 8 -10 -11 -12 12 -14 -15 -16 -17 -18 21 -20 27 26 28 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0026616064816263104 0.0025167664263237494 0.00059878344365090462 0.0014940281661389523 -0.00059399876522744628 0.0012565013204863967 0.0024869828849219508 0.0027744926852680918 0.0024823493542286126 0.00092924035712281376 0.00031536798124919533 0.0014314939542170919 0.0014250477845738647 0.002721213004611605 0.0027635708387300627 0.001910907112946759 0.0024187720602460144 0.0020585342833633262 0.0023440389746522345 0.0011998334715596669 0.002495714351141137 0.0019031635595033434 0.0024850550894601059 0.0015800558629834006 0.0020510053298290754 0.0032224408177282515 0.0024738371138330446 0.0013606887935889744 0.0021979220444466865 0.0022492237229183023
leaf_weight=54 84 102 65 61 97 52 121 63 89 78 58 89 57 62 70 53 100 68 54 56 55 125 52 54 76 867 53 74 68
leaf_count=54 84 102 65 61 97 52 121 63 89 78 58 89 57 62 70 53 100 68 54 56 55 125 52 54 76 867 53 74 68
internal_value=0 0.00113922 0.00093616 0.000413055 0.00231748 0.00200874 0.00239223 0.00125764 0.00153418 0.000851333 0.00197888 0.00234716 0.00206046 0.00221594 0.0024073 0.0019047 0.00176038 0.00243292 0.000807032 0.00209876 0.00191359 0.00225312 0.00201323 0.0024869 0.00298971 0.00251069 0.00163723 0.00232643 0.00240212
internal_weight=0 654 570 217 2303 449 1854 353 210 143 121 1724 299 352 1425 242 189 1355 156 290 160 313 120 1042 130 988 108 130 193
internal_count=2957 654 570 217 2303 449 1854 353 210 143 121 1724 299 352 1425 242 189 1355 156 290 160 313 120 1042 130 988 108 130 193
is_linear=0
shrinkage=0.00281635


Tree=2271
num_leaves=23
num_cat=0
split_feature=4 3 12 3 2 42 13 3 12 12 42 4 3 3 2 2 42 12 2 13 43 51
split_gain=93.2505 33.1205 18.3888 7.97035 7.91658 7.3709 10.7246 6.58119 5.12513 3.52928 3.40373 3.07301 3.96842 2.85817 2.39193 2.21159 2.00792 1.87244 1.09791 0.758443 0.42595 0.34232
threshold=0.31392000000000003 0.28833000000000003 -1.0000000180025095e-35 0.13772500000000001 0.10060500000000001 -0.0047199999999999994 -0.040229999999999995 -0.12711499999999995 0.086085000000000009 0.097145000000000023 0.088805000000000009 -0.085594999999999991 0.091085000000000013 -0.034509999999999992 0.11504500000000002 0.12750000000000003 0.078120000000000009 -0.079959999999999989 0.084095000000000017 -0.004409999999999999 0.00042000000000000007 -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 5 10 7 -1 -7 16 -6 21 14 18 13 -13 -2 20 -4 -12 -9 -20 -11 -10
right_child=3 -3 4 -5 8 6 -8 11 9 15 17 12 -14 -15 -16 -17 -18 -19 19 -21 -22 -23
leaf_value=0.0027896607909428722 0.0020605003269047288 0.0007381588117337831 0.0032744245110933662 0.00038280731884046204 0.0019237203318579195 0.0025380438597950752 0.0010325713333642361 0.0034802913714033121 0.0032032461466015832 0.0027652579994532625 0.0014327323798311723 0.0028978466624365483 0.0021417250667014245 0.0035741158799920433 0.001294716220272676 0.0019895910095938142 0.0040108100645329364 0.00068422461755570133 0.002797019148066026 0.0032186207344738816 0.0024463048036691502 0.002917679131336138
leaf_weight=78 76 64 64 82 84 71 87 95 71 102 53 1379 56 54 61 57 60 58 52 120 56 77
leaf_count=78 76 64 64 82 84 71 87 95 71 102 53 1379 56 54 61 57 60 58 52 120 56 77
internal_value=0 0.00278002 0.002831 0.00115972 0.00290852 0.00206648 0.00170928 0.00299032 0.00256442 0.00271259 0.00141648 0.00294506 0.00289398 0.00292335 0.00171975 0.00247683 0.00363099 0.0010419 0.00322984 0.00309134 0.00265241 0.00305488
internal_weight=0 2627 2563 330 2327 236 158 1880 447 363 248 1756 1489 1433 137 215 124 111 267 172 158 148
internal_count=2957 2627 2563 330 2327 236 158 1880 447 363 248 1756 1489 1433 137 215 124 111 267 172 158 148
is_linear=0
shrinkage=0.00287267


Tree=2272
num_leaves=19
num_cat=0
split_feature=3 132 41 1 42 1213 3 151 3 3 4 48 157 3 13 403 42 3
split_gain=2.45323 1.3696 2.79148 1.77591 1.41227 1.17276 1.30132 1.0717 1.28937 1.63535 0.881187 0.749871 0.84748 0.725166 0.693819 0.618888 0.617736 0.588238
threshold=0.31351000000000001 0.082230000000000011 0.075585000000000013 0.086470000000000005 0.089470000000000008 0.065530000000000019 -0.13117499999999996 -0.080329999999999985 0.12745000000000004 0.10021000000000001 -0.076164999999999997 0.084795000000000023 -0.081774999999999987 -0.22004999999999997 -0.48634999999999995 -0.096299999999999983 -0.0070449999999999992 -0.015979999999999998
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 16 -4 6 13 11 9 -9 15 12 -8 -1 -2 -7 -3 -13
right_child=14 3 4 -5 -6 10 7 8 -10 -11 -12 17 -14 -15 -16 -17 -18 -19
leaf_value=0.0018703447985957348 0.00027118690216927296 0.0018593945865428172 0.0050443035131764761 -0.0014746180226301135 0.0020312759091129728 -0.00017709651634373314 0.0013343175689841875 0.0011392139653278479 0.0029550581559403795 -0.00097071274241862537 -0.0010128157353098493 0.0021609933094274337 0.0032340385165576567 0.003891876921279987 -0.0019363178476295142 0.0018575927809296434 0.00012999169125475275 9.4547887655269236e-05
leaf_weight=99 56 93 58 80 68 54 75 1654 74 77 74 53 128 56 58 67 75 58
leaf_count=99 56 93 58 80 68 54 75 1654 74 77 74 53 128 56 58 67 75 58
internal_value=0 0.00126694 0.00136302 0.000260902 0.00341942 0.00125802 0.0013484 0.00125665 0.00112365 0.00104527 0.000203307 0.0020207 0.00253292 0.00260168 -0.000850604 0.0009483 0.00108824 0.00108259
internal_weight=0 2843 2595 248 126 2469 2274 2119 1805 1731 195 314 203 155 114 121 168 111
internal_count=2957 2843 2595 248 126 2469 2274 2119 1805 1731 195 314 203 155 114 121 168 111
is_linear=0
shrinkage=0.0141591


Tree=2273
num_leaves=29
num_cat=0
split_feature=1 1 12 1 12 47 0 12 0 10 12 43 49 0 12 43 12 12 1 12 43 0 0 1210 49 0 43 42
split_gain=99.6178 14.4803 13.3782 12.4842 10.2604 5.43022 4.3807 4.27811 3.33986 3.03605 4.31581 2.70622 2.24431 1.84968 1.70671 1.50497 1.3563 2.30275 1.07637 0.994118 0.986337 0.843367 0.823103 0.737434 0.728302 0.469131 0.533663 0.438116
threshold=0.10921500000000002 0.12895500000000001 0.085075000000000026 0.089745000000000019 0.087170000000000011 0.11224000000000002 0.060910000000000006 0.099980000000000013 -0.14043999999999998 -0.063134999999999983 -0.042789999999999988 -0.0005399999999999999 -0.080539999999999987 -0.064994999999999983 0.088885000000000006 -0.049364999999999992 0.098180000000000003 0.083610000000000004 0.083065000000000014 0.097510000000000013 -0.10254999999999999 -0.084044999999999995 -0.14820499999999998 -0.0087899999999999975 0.099620000000000014 -0.071749999999999994 -0.066724999999999993 -0.048604999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 6 12 9 8 -4 18 -3 -11 14 -5 22 20 -2 17 -13 -1 25 -10 -22 -14 -16 -25 26 -6 -19
right_child=1 5 7 4 19 -7 -8 -9 11 10 -12 16 13 -15 23 -17 -18 27 -20 -21 21 -23 -24 24 -26 -27 -28 -29
leaf_value=0.0034309739130312109 0.0011559137784698343 0.0003245335513903797 0.0029317443532101738 0.0023803571151369361 0.0028027369098797394 0.0017489335923852468 0.0021812112587843695 0.0019744775898594778 0.0032174947550982929 0.00066182114853405804 0.0015653624674311225 0.0023370015345806081 0.0018353492254066669 0.0022017445771565594 0.0024808050247063246 0.0016356632398470082 0.0023721374297563979 0.0030502579595974239 0.0029540734813695976 0.0024107035971471639 0.0029681494663919622 0.00276039567000275 0.0013963493757405494 0.0028416202935564812 0.0025809242439968792 0.0029331195748255579 0.0025199837041293359 0.0027793232424594902
leaf_weight=76 74 52 72 60 101 57 69 53 79 81 60 80 57 52 60 102 103 53 54 78 486 179 56 344 91 66 82 180
leaf_count=76 74 52 72 60 101 57 69 53 79 81 60 80 57 52 60 102 103 53 54 78 486 179 56 344 91 66 82 180
internal_value=0 0.0015107 0.00188767 0.00271324 0.00237618 0.0010567 0.00281358 0.00252608 0.00283801 0.000852122 0.0010465 0.00280696 0.00195646 0.00180216 0.00286697 0.00143411 0.00262816 0.00271232 0.00323309 0.00266489 0.00294472 0.00291227 0.00161803 0.00275007 0.00278715 0.0027444 0.00267619 0.00284107
internal_weight=0 551 301 2406 552 250 1854 125 1785 193 141 1655 225 165 1239 176 416 313 130 327 744 665 113 495 435 249 183 233
internal_count=2957 551 301 2406 552 250 1854 125 1785 193 141 1655 225 165 1239 176 416 313 130 327 744 665 113 495 435 249 183 233
is_linear=0
shrinkage=0.00255085


Tree=2274
num_leaves=20
num_cat=0
split_feature=1 133 133 1456 1 13 0 1 12 150 474 12 12 403 1456 133 133 42 133
split_gain=1.80937 1.93316 3.30206 2.14185 1.55971 1.47994 3.04286 1.26669 1.23721 1.23694 1.07201 0.902634 0.79375 0.860883 0.697151 0.662005 0.685192 0.604359 0.59809
threshold=0.08776500000000001 -0.24227499999999996 -0.07712999999999999 -0.0022699999999999994 0.079225000000000004 -0.09330999999999999 -0.105195 0.083670000000000008 0.078120000000000009 -0.07009 0.023345000000000001 -1.0000000180025095e-35 0.083785000000000012 -0.53317999999999988 -0.15322999999999998 0.085785000000000014 -0.0063799999999999994 0.073240000000000013 0.089180000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 8 6 -5 -6 -1 -7 11 -11 -10 -14 -15 16 -16 -9 -17
right_child=1 2 3 5 7 9 -8 17 12 10 -12 -13 13 14 15 18 -18 -19 -20
leaf_value=-0.00014410771777388686 0.0029882424707437616 -0.0017655526684966941 0.0029623046997023588 0.0011585306087175411 0.0040693610529023132 -0.00092804296990713173 -0.0022089834771038745 0.0011050846893115968 0.0023572352788909161 3.2251361840185134e-05 0.0022262402296821162 0.0010734671969997976 -0.00017671585846370765 -2.5363775032940404e-05 0.0014100790372942016 0.0024891866352672099 0.00062427504535585772 0.002830141440613056 0.0014520114710766629
leaf_weight=103 55 88 66 89 52 58 81 85 101 179 95 500 68 62 447 116 290 52 370
leaf_count=103 55 88 66 89 52 58 81 85 101 179 95 500 68 62 447 116 290 52 370
internal_value=0 0.000684657 0.000574941 0.000767917 0.00131743 0.000623242 -0.000445201 0.00239669 0.00118633 0.000841715 0.000974506 0.000799176 0.00128067 0.00120021 0.00127318 0.00133912 0.00110106 0.00176083 0.00169984
internal_weight=0 1211 1156 1068 1746 1002 170 189 1557 832 774 679 1454 1353 1285 1223 737 137 486
internal_count=2957 1211 1156 1068 1746 1002 170 189 1557 832 774 679 1454 1353 1285 1223 737 137 486
is_linear=0
shrinkage=0.0125729


Tree=2275
num_leaves=12
num_cat=0
split_feature=3 124 124 13 132 0 13 15 48 43 43
split_gain=3.23702 1.16597 1.15414 1.12683 0.939567 0.927894 0.949073 1.87529 1.02418 0.758209 0.995202
threshold=0.35004500000000011 0.08919500000000001 -0.087319999999999995 0.26838000000000006 0.089275000000000007 0.12583000000000003 0.10621000000000001 -0.046109999999999991 -0.086624999999999994 -0.095049999999999982 -0.078409999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -8 -4 -6 -11
right_child=-2 -3 3 -5 9 -7 7 -9 -10 10 -12
leaf_value=-0.0005704776493310798 -0.0018639238983830561 -0.00084842898211265881 0.0034987776708999218 0.0037662339124971351 0.0016994565105581971 0.0036299729142538983 -0.0021854953310348271 0.0017058281344387424 0.0014703299314522385 -0.0021415805219862517 0.00076997804412190854
leaf_weight=76 85 62 68 55 70 53 55 81 2215 52 77
leaf_count=76 85 62 68 55 70 53 55 81 2215 52 77
internal_value=0 0.00135596 0.0014048 0.00145993 0.00141238 0.00149895 0.00145219 0.000130854 0.00153082 0.000336121 -0.000402328
internal_weight=0 2864 2802 2726 2671 2472 2419 136 2283 199 129
internal_count=2949 2864 2802 2726 2671 2472 2419 136 2283 199 129
is_linear=0
shrinkage=0.0162644


Tree=2276
num_leaves=30
num_cat=0
split_feature=1 2 2 12 15 15 43 0 2 4 48 12 2 15 4 4 13 2 2 13 15 1 43 133 47 15 43 15 12
split_gain=81.6122 17.8436 9.37933 7.43734 6.86884 4.98823 4.10665 3.50118 7.3223 3.3446 3.31486 3.18801 3.11548 2.9937 2.23885 2.18145 2.09532 1.53076 1.49449 2.06008 1.31956 1.30313 2.13862 1.295 1.15986 1.2233 0.699852 0.38042 0.165587
threshold=0.11561500000000001 0.098655000000000007 0.14253500000000002 0.087255000000000013 -0.11124499999999998 -0.40166999999999992 -0.077704999999999982 -0.070134999999999989 -1.0000000180025095e-35 -0.39175499999999991 0.081890000000000004 0.11697000000000002 -0.014989999999999998 -0.43587999999999999 0.058025000000000007 -0.00045499999999999995 -1.0000000180025095e-35 0.11183000000000003 0.091105000000000005 -0.00027999999999999998 -0.089179999999999982 0.087915000000000007 -1.0000000180025095e-35 0.11524500000000001 0.10010000000000001 -0.082809999999999981 -0.023029999999999998 -0.065984999999999988 0.093670000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 6 13 -4 -3 12 -9 -10 17 14 -1 -2 21 23 -6 -8 19 20 -17 22 27 24 25 -14 28 -5 -25
right_child=2 3 5 11 16 -7 10 8 9 -11 -12 -13 15 -15 -16 18 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30
leaf_value=0.0033719856111914174 0.0014074488693368277 0.0012148161998639469 0.0011806708518842313 0.0029147032229854654 0.0016166247418534635 8.066188105367585e-05 0.002591656483382465 0.0014606794621114887 0.0031497046344970228 0.0022825238104022872 0.0014362600229625845 0.0018055038021420095 0.003017295951954635 0.00061094361804601809 0.0021157170535929591 0.0026648733623042694 0.0022959970837958719 0.0019290310150680116 0.0021835312441219213 0.0030375186261341878 0.0021348531773686596 0.0030123664599252795 0.0020468572564185015 0.002783968734639842 0.0024116761600298455 0.0027551532552395268 0.0023078613575461867 0.0025743106756701399 0.0025513296980975478
leaf_weight=55 87 80 60 53 82 72 58 57 62 83 57 66 171 66 91 85 65 54 97 63 68 57 53 53 67 898 76 57 56
leaf_count=55 87 80 60 53 82 72 58 57 62 83 57 66 171 66 91 85 65 54 97 63 68 57 53 53 67 898 76 57 56
internal_value=0 0.00253203 0.00120688 0.00211965 0.00148221 0.000580894 0.00174147 0.00266852 0.00231708 0.00265353 0.0019906 0.00236936 0.00271054 0.00106405 0.00248892 0.00268826 0.00191723 0.00227244 0.00247585 0.00260698 0.00242951 0.00264315 0.00251386 0.00273856 0.00277441 0.00279711 0.00251828 0.00273859 0.00266472
internal_weight=0 2517 432 626 300 132 249 1891 202 145 169 377 1689 153 311 1634 147 112 313 216 153 220 163 1321 1136 1069 185 110 109
internal_count=2949 2517 432 626 300 132 249 1891 202 145 169 377 1689 153 311 1634 147 112 313 216 153 220 163 1321 1136 1069 185 110 109
is_linear=0
shrinkage=0.00281635


Tree=2277
num_leaves=28
num_cat=0
split_feature=1 2 14 4 1 1 12 14 16 16 2 457 4 13 13 151 16 12 4 16 1 1 48 1210 132 403 16
split_gain=109.063 23.9475 8.58524 8.56416 7.87098 7.05435 7.51986 6.11982 5.6268 5.39797 3.56954 4.40506 3.25312 2.77532 2.13384 2.12587 1.69962 1.64173 1.46771 1.31537 2.24658 1.49765 1.24302 1.10608 1.49133 0.795111 0.33888
threshold=0.11690500000000002 0.098655000000000007 0.073890000000000011 0.27998000000000006 0.10921500000000002 0.089605000000000018 0.088435000000000014 -0.42227999999999993 -0.47730499999999992 0.23599500000000004 0.13270000000000001 0.048350000000000011 -0.011369999999999998 -0.082419999999999979 -0.092984999999999984 -0.15136499999999997 -0.061714999999999992 0.087915000000000007 0.058025000000000007 -0.0021749999999999994 1.0000000180025095e-35 1.0000000180025095e-35 0.084455000000000016 -0.052634999999999994 0.086470000000000005 -0.074859999999999982 -0.037309999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 9 10 15 12 -5 -9 16 11 14 -7 -8 -3 -1 -2 19 22 20 -17 -21 -16 -19 -25 -15 -27
right_child=3 4 -4 7 -6 6 13 8 -10 -11 -12 -13 -14 25 18 17 -18 23 -20 21 -22 -23 -24 24 -26 26 -28
leaf_value=0.0023952529456255922 0.0015726406800114592 0.0020259102714144731 0.0037987113732253657 0.0016350411746544403 0.0014949884158122172 0.0014906863753546889 0.0033795778576395869 0.00095305554556884484 -8.9292405758322583e-05 0.0023331346763556284 0.0016819194693679191 0.0017366342071012421 0.0023706750898833647 0.0029807716509147562 0.0028438692659179779 0.0030934991516702063 0.00087152273690359881 0.0024736996338201788 0.0023205576199840879 0.0030718386284573035 0.0026215212514278823 0.0036276771880054083 0.0023881753859339729 0.0029670443877362223 0.0024630827301028494 0.0024448985987509482 0.0027062730210033084
leaf_weight=52 64 52 86 52 93 59 58 101 74 58 52 59 85 54 233 501 52 53 88 97 101 70 64 463 55 86 87
leaf_count=52 64 52 86 52 93 59 58 101 74 58 52 59 85 54 233 501 52 53 88 97 101 70 64 463 55 86 87
internal_value=0 0.00274915 0.00291067 0.00113729 0.00226858 0.00286872 0.00254614 0.000769485 0.000512116 0.00161696 0.00239981 0.00247501 0.00201034 0.00281676 0.00257463 0.00296811 0.00125861 0.00299032 0.00264866 0.00307752 0.00301436 0.00330501 0.00274578 0.00287282 0.00291359 0.00267282 0.00257652
internal_weight=0 2548 1907 401 641 1821 429 227 175 174 548 496 144 285 437 1392 116 1340 385 769 602 167 297 571 518 227 173
internal_count=2949 2548 1907 401 641 1821 429 227 175 174 548 496 144 285 437 1392 116 1340 385 769 602 167 297 571 518 227 173
is_linear=0
shrinkage=0.00287267


Tree=2278
num_leaves=12
num_cat=0
split_feature=3 124 97 3 3 159 157 3 484 15 13
split_gain=2.81103 0.96937 0.968468 0.913519 1.14964 0.901189 1.23959 1.04105 0.875417 0.824138 0.371081
threshold=0.31351000000000001 0.0049200000000000008 -0.0047149999999999996 -0.23098999999999997 -0.15624499999999999 0.11396500000000001 -0.23976499999999998 -0.14884499999999998 -0.035214999999999989 -0.24511999999999998 0.098240000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 -5 6 -6 -8 -7 -2 -4
right_child=9 -3 3 4 5 8 7 -9 -10 -11 -12
leaf_value=-0.00040013113818917529 0.00027720526200942879 -0.00026737096199355508 0.0036320826157445474 -0.00041050531769345366 -0.00063715263114639154 0.0015296860126871206 0.0035969283090280637 0.001528177089787685 -0.00097063253956432239 -0.0021770468459943199 0.0019441122924725488
leaf_weight=59 58 72 53 70 54 56 52 2301 61 56 57
leaf_count=59 58 72 53 70 54 56 52 2301 61 56 57
internal_value=0 0.00138518 0.0014283 0.00146825 0.00141347 0.00146411 0.00152429 0.00157396 0.000224783 -0.00092704 0.00275881
internal_weight=0 2835 2763 2704 2594 2524 2407 2353 117 114 110
internal_count=2949 2835 2763 2704 2594 2524 2407 2353 117 114 110
is_linear=0
shrinkage=0.0144423


Tree=2279
num_leaves=18
num_cat=0
split_feature=4 2 3 123 14 2 2 0 16 14 0 2 42 4 52 0 402
split_gain=81.0352 29.7134 12.0469 10.4101 5.69558 5.64551 3.42884 5.96973 3.0245 5.27057 2.94011 2.22346 2.19709 2.18085 1.91372 1.67057 0.907804
threshold=0.31392000000000003 0.13388500000000003 0.10402500000000002 0.080635000000000012 0.073890000000000011 0.14019000000000004 0.090020000000000017 -0.13955999999999996 -0.50942999999999994 -0.45687499999999998 -0.066574999999999981 0.14870000000000003 0.085495000000000015 0.018150000000000003 -0.059794999999999994 -0.081414999999999987 -0.17942999999999998
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 10 -8 -2 -10 16 -3 -12 -9 -4 -5 -1
right_child=5 11 14 15 -6 -7 7 13 9 -11 12 -13 -14 -15 -16 -17 -18
leaf_value=0.002334596969381807 0.0015955807247753121 0.0015661172622508971 0.0013303642015632857 0.0020396751468881882 0.0031869043142637278 0.00047855257957433387 0.001621408892927983 0.0025364019905576895 0.0016640880927913421 0.00062488897472257607 0.0025571221136766039 0.00087122031972897292 0.0018500002797440824 0.0022107259476184834 0.002002006449800428 0.0014177970525937095 0.0026541327837597971
leaf_weight=65 99 56 61 65 91 89 64 539 52 91 61 71 59 190 55 54 1187
leaf_count=65 99 56 61 65 91 89 64 539 52 91 61 71 59 190 55 54 1187
internal_value=0 0.00240588 0.00246848 0.00250849 0.00254808 0.00103938 0.00252122 0.0023846 0.00124552 0.00100297 0.00260016 0.00117785 0.00220969 0.00245156 0.00164905 0.00175771 0.00263757
internal_weight=0 2618 2491 2375 2256 331 2165 793 242 143 1372 127 120 729 116 119 1252
internal_count=2949 2618 2491 2375 2256 331 2165 793 242 143 1372 127 120 729 116 119 1252
is_linear=0
shrinkage=0.00260187


Tree=2280
num_leaves=17
num_cat=0
split_feature=0 16 16 43 41 52 403 43 376 48 3 48 0 40 3 16
split_gain=2.48339 6.60646 3.20811 2.64475 2.01199 1.97736 1.46765 1.23219 1.48241 1.37553 2.26855 1.74396 1.22916 1.13178 0.683081 0.429373
threshold=-0.0033699999999999993 0.014185000000000001 -0.39761999999999992 -0.081454999999999986 0.07677500000000001 -0.10201499999999998 -0.5407249999999999 -0.13800999999999999 0.085945000000000008 -0.087924999999999989 -0.10519499999999998 -0.024949999999999996 -0.14606999999999998 -0.065259999999999999 -0.090439999999999979 -0.080084999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 6 -5 -1 13 9 -9 -11 -12 -6 -8 15 -15
right_child=1 3 -4 5 12 -7 7 8 -10 10 11 -13 -14 14 -16 -17
leaf_value=0.0029916048239864031 -0.00061343376919077144 -0.0014792998821631003 -0.0054931165070575948 0.00091347128827507103 0.0011064347165389344 0.0041389175303836734 0.0037239722756932415 0.0029272064372095788 -0.0013262895702818205 -0.0019741975639472145 -0.0011713101397761547 0.001013152233928267 0.0038459540896174887 0.0028941335879053821 0.00018202862964679056 0.0012726016564862943
leaf_weight=71 52 52 52 97 52 59 52 64 58 53 73 1950 81 56 60 73
leaf_count=71 52 52 52 97 52 59 52 64 58 53 73 1950 81 56 60 73
internal_value=0 -0.000197633 -0.0030547 0.00123019 0.00111149 0.0021343 0.00102323 0.000965872 0.000862433 0.000921823 0.000859929 0.000934253 0.00277598 0.00190865 0.00140841 0.00197767
internal_weight=0 312 104 208 2643 156 2510 2439 2198 2140 2076 2023 133 241 189 129
internal_count=2955 312 104 208 2643 156 2510 2439 2198 2140 2076 2023 133 241 189 129
is_linear=0
shrinkage=0.0138815


Tree=2281
num_leaves=20
num_cat=0
split_feature=1 34 130 1 457 3 11 11 475 4 1213 1 16 130 1 3 49 3 16
split_gain=1.73709 1.45586 1.27024 1.19745 1.43013 1.40804 1.66089 1.38071 1.6055 1.6697 1.14742 1.14534 1.08121 0.782143 0.768332 0.698966 0.478367 0.581533 0.549092
threshold=0.11869500000000001 -1.0000000180025095e-35 -0.050984999999999996 0.098395000000000024 0.08351500000000002 0.0025650000000000004 0.088160000000000002 0.079225000000000004 -0.048844999999999993 -0.47860499999999995 0.030480000000000004 0.15190500000000004 0.052690000000000008 -0.087334999999999982 0.080320000000000016 -0.086284999999999987 0.091005000000000016 0.085880000000000012 -0.16318499999999997
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 13 7 5 6 12 8 14 -10 -11 16 -5 -3 15 -4 17 18 -2
right_child=11 2 3 4 -6 -7 -8 -9 9 10 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0028197783204224739 -0.001631890614486071 0.0011723690237068968 0.0017746717470486586 -0.0015649633697873485 -0.0020724789238340162 0.002065860979413893 0.0021472246563389013 -0.00096490284547870139 0.0037088639485240485 0.00097671923108000086 0.0021171799719966228 0.0017092395006412669 0.00081832059736422567 0.0034005949349102216 -0.0012498295910003592 -0.00010658302705883498 -0.0016432936913814693 0.0008401273571757797 8.2561577598193149e-05
leaf_weight=86 71 66 60 121 55 83 52 74 54 1409 212 60 59 66 74 131 59 77 86
leaf_count=86 71 66 60 121 55 83 52 74 54 1409 212 60 59 66 74 131 59 77 86
internal_value=0 0.000971151 0.000907902 0.000831441 7.58275e-05 0.000451418 -0.000125498 0.000970182 0.00104407 0.00120933 0.00112597 -0.000108118 -0.000782919 0.00228765 0 0.00048358 -0.0004808 -0.000187033 -0.000691782
internal_weight=0 2602 2516 2384 370 315 232 2014 1940 1675 1621 353 180 132 265 191 293 234 157
internal_count=2955 2602 2516 2384 370 315 232 2014 1940 1675 1621 353 180 132 265 191 293 234 157
is_linear=0
shrinkage=0.0144423


Tree=2282
num_leaves=28
num_cat=0
split_feature=1 1 12 14 2 16 49 47 2 1429 2 12 12 15 2 51 16 16 0 42 2 157 1213 0 12 13 49
split_gain=102.623 15.7847 17.1388 8.70003 7.69661 5.59946 5.47058 5.3741 3.44382 2.73174 3.61967 2.57799 2.52324 2.52746 2.43777 2.22116 2.16884 2.12974 2.01716 1.94134 1.69028 1.52482 1.46324 1.38706 1.0652 1.02182 0.866768
threshold=0.10290000000000001 0.12313000000000002 0.085075000000000026 0.064610000000000015 0.092855000000000007 -0.15105999999999997 -0.047409999999999994 0.085585000000000008 0.10682000000000001 0.056450000000000007 0.087035000000000015 0.098355000000000012 0.080635000000000012 -0.037394999999999991 0.16730000000000003 0.0045000000000000014 -0.33811499999999994 -0.073554999999999995 -0.097774999999999987 0.086635000000000004 -1.0000000180025095e-35 0.017590000000000005 0.030480000000000004 -0.056754999999999993 0.085110000000000005 -0.079199999999999979 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 5 -1 -6 14 11 15 -11 -4 13 -8 20 18 -2 -18 -7 -17 -3 23 -20 25 -12 -14 -19
right_child=1 7 8 -5 6 9 12 -9 -10 10 24 -13 21 -15 -16 19 17 26 22 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0015679915091591564 0.0013454648040417316 0.00030439382160720173 0.0025553033955655617 0.0030788214016975791 0.0013768249219560094 0.002882950166332293 0.0021615467311389405 0.0012930074420240162 0.0014777829092014448 0.0015062548014349328 0.0020738721852387484 0.0018169027739459549 0.002498839526929599 0.0014341000186579769 -3.0273085206188218e-05 0.0023343962240268959 0.00038135315537343522 0.0012577288918095722 0.0023766902480793859 0.0017076976751149071 0.00083922521153141844 0.002591199826119744 0.0026394850972183115 0.0018277720198348131 0.0025883688608792353 0.0021283232325967167 0.00079933646395914247
leaf_weight=62 78 70 80 85 84 69 60 68 54 55 57 54 64 71 53 93 52 54 859 53 94 54 175 86 54 258 59
leaf_count=62 78 70 80 85 84 69 60 68 54 55 57 54 64 71 53 93 52 54 859 53 94 54 175 86 54 258 59
internal_value=0 0.00112979 0.00144399 0.00226151 0.00222924 0.00233465 0.00199923 0.000654535 0.002034 0.00236823 0.00205351 0.00225795 0.00208735 0.00176749 0.000454333 0.00241003 0.0009874 0.000817964 0.00245011 0.00210709 0.000611113 0.00217799 0.00242119 0.00212323 0.00232442 0.00220205 0.00101864
internal_weight=0 716 431 2239 2154 1477 677 285 188 1415 166 134 593 131 217 1249 243 165 1103 146 164 462 1034 408 111 322 113
internal_count=2955 716 431 2239 2154 1477 677 285 188 1415 166 134 593 131 217 1249 243 165 1103 146 164 462 1034 408 111 322 113
is_linear=0
shrinkage=0.00260187


Tree=2283
num_leaves=23
num_cat=0
split_feature=1 3 4 49 3 3 3 0 4 41 16 0 13 0 52 52 403 4 155 1 10 15
split_gain=76.5275 19.74 7.3423 7.41672 5.45224 5.08818 5.3655 4.08705 4.15785 4.7749 3.93079 3.75138 2.73786 2.38666 1.9091 1.89559 1.41771 1.28767 1.04736 1.05869 0.969204 0.3512
threshold=0.10075500000000003 -0.049204999999999992 0.42118000000000005 -0.029519999999999998 0.10402500000000002 0.30863500000000005 0.090170000000000014 0.040570000000000002 0.043640000000000005 0.075585000000000013 0.15737500000000001 -0.22163999999999998 -0.0073349999999999986 -0.11656999999999999 0.037045000000000002 -0.072144999999999987 -0.5407249999999999 0.10055500000000002 0.08024000000000002 0.087055000000000007 -0.00189 -0.075094999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 7 6 12 8 9 16 -9 -8 20 -7 17 -5 -1 -10 19 -18 -3 -16
right_child=1 5 -4 15 -6 13 11 10 14 -11 -12 -13 -14 -15 21 -17 18 -19 -20 -21 -22 -23
leaf_value=0.002671339258878296 0.0010168677635530332 0.00055343368137811331 0.00071273467899384013 0.0024716616058376574 0.0012466661062119349 0.00059873949846172918 0.00081191498480657283 0.0011155086538922694 0.0019297019892480561 0.0029718711689369977 0.0021754157205494868 0.0017958896221902559 0.00017590143467854599 -0.00022816121703205091 0.0023503523032980594 0.0018839865203711433 0.0022465363159558807 0.001418088964069708 0.002524283886610731 0.0020658224297498647 0.0010370032121360361 0.0020182950303519556
leaf_weight=61 59 54 52 95 52 63 56 56 89 77 60 75 71 53 55 88 1168 76 91 354 95 55
leaf_count=61 59 54 52 95 52 63 56 56 89 77 60 75 71 53 55 88 1168 76 91 354 95 55
internal_value=0 0.00110983 0.00169302 0.00190353 0.00216714 0.000742611 0.000915018 0.00218947 0.00221954 0.0022712 0.001664 0.00137549 0.000640687 0.000220667 0.00189049 0.00218923 0.00223895 0.00169424 0.00222258 0.00220452 0.000861956 0.0021846
internal_weight=0 761 294 242 2194 467 351 2142 2026 1751 116 131 220 116 275 183 1674 165 1613 1522 149 110
internal_count=2955 761 294 242 2194 467 351 2142 2026 1751 116 131 220 116 275 183 1674 165 1613 1522 149 110
is_linear=0
shrinkage=0.00287267


Tree=2284
num_leaves=30
num_cat=0
split_feature=1 155 1 12 2 14 16 4 15 48 160 160 52 16 133 16 1 484 157 16 4 52 1 42 2 1 3 12 42
split_gain=98.4804 21.9745 12.0651 11.9776 7.42776 5.05955 4.98201 4.34752 5.34428 4.61861 2.77727 2.58656 3.00465 5.37094 2.83011 2.64874 2.11938 2.04889 2.06138 2.02557 1.81075 1.7221 1.75006 1.71055 1.27927 1.07113 1.80566 1.77159 0.861237
threshold=0.10075500000000003 0.096495000000000011 0.11883500000000001 0.088325000000000015 0.093320000000000014 0.073890000000000011 -0.15105999999999997 0.31392000000000003 -0.43091499999999999 0.087730000000000016 -1.0000000180025095e-35 0.0065900000000000012 0.024870000000000003 0.3935300000000001 0.024055000000000003 -0.053299999999999993 0.10781 0.085560000000000011 -0.080299999999999996 -0.076439999999999994 0.008570000000000003 0.11262000000000001 0.081540000000000015 0.088685000000000014 0.11248000000000001 0.083250000000000005 -0.088084999999999983 0.082595000000000016 0.082690000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 10 5 6 -1 9 -9 -4 -2 12 13 14 15 -6 -12 21 -19 -14 -13 25 -23 -5 28 27 -27 -8 -21
right_child=1 -3 7 23 11 -7 17 8 -10 -11 16 20 19 -15 -16 -17 -18 18 -20 24 -22 22 -24 -25 -26 26 -28 -29 -30
leaf_value=0.0021479315137448805 0.002068900775791169 0.0031257685761360461 0.0019978258476879862 0.0029976507782027094 0.002183297976935727 0.0037065620199717765 0.0035976559162057479 0.0013146996643193772 0.00037844071658576633 0.0009943755343947481 0.0010122839364625617 0.0032172949688065687 0.0030796442932188284 0.0028566642958888374 0.0025203393690348117 0.0013057843590057248 0.0016330020368655687 0.0023113027702086719 0.0029489279803875312 0.002965665850890998 0.0026025858259561717 0.0022952119609995179 0.0030038127319624388 0.0022974723771925416 0.0021739780947874214 0.0024278041099108378 0.0029867268889890086 0.0030555147630126791 0.0024518238937116833
leaf_weight=63 57 75 75 56 52 69 52 101 93 71 80 79 83 84 52 58 97 74 90 54 75 54 58 56 53 54 330 708 52
leaf_count=63 57 75 75 56 52 69 52 101 93 71 80 79 83 84 52 58 97 74 90 54 75 54 58 56 53 54 330 708 52
internal_value=0 0.001678 0.00151967 0.00189005 0.0028539 0.00295944 0.00292466 0.00114267 0.00086603 0.00151005 0.00152723 0.00259873 0.00249788 0.00227795 0.00197768 0.00172088 0.00135262 0.0029591 0.0026614 0.00272133 0.00291812 0.00299794 0.00266243 0.00264783 0.0025341 0.00303076 0.00290821 0.00309265 0.00271388
internal_weight=0 761 686 346 2194 1552 1483 340 194 146 234 642 488 246 162 110 177 1420 164 242 154 1256 112 112 159 1144 384 760 106
internal_count=2955 761 686 346 2194 1552 1483 340 194 146 234 642 488 246 162 110 177 1420 164 242 154 1256 112 112 159 1144 384 760 106
is_linear=0
shrinkage=0.00281635


Tree=2285
num_leaves=18
num_cat=0
split_feature=3 14 15 15 15 4 3 3 3 51 3 12 12 43 12 3 11
split_gain=2.99149 2.13196 1.60061 1.33637 1.77655 5.72918 2.19019 1.49141 3.16042 0.946259 0.60078 0.600192 0.806744 0.765739 0.528642 0.385668 0.0699808
threshold=0.28833000000000003 0.073890000000000011 0.15100500000000003 0.021950000000000001 -1.0000000180025095e-35 -0.17568999999999999 -0.15327499999999997 0.10766000000000002 -0.0013299999999999998 0.091015000000000013 -0.13827999999999999 0.083785000000000012 0.085965000000000014 -0.0058299999999999992 0.10383500000000001 0.41720500000000005 0.077165000000000025
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 10 -1 8 -8 11 -6 -5 13 -13 -14 -2 -3
right_child=15 16 -4 9 5 -7 7 -9 -10 -11 -12 12 14 -15 -16 -17 -18
leaf_value=-0.0012096449853145027 -0.0014620901811230724 0.0032738679947333367 -0.00089320727122926575 0.0025123306244483191 0.002377754031615568 -0.002450481852945633 0.0013413172874729212 0.0027707122550874042 -0.00048491338592722649 0.0031680613601314158 0.00076046843263940058 0.0011863719737518822 0.0016346672958968854 -0.00065231147101458761 0.000581044210810544 -6.5606229403194677e-05 0.0025987367165662099
leaf_weight=62 67 52 62 74 67 96 1112 90 173 52 80 96 628 57 86 59 52
leaf_count=62 67 52 62 74 67 96 1112 90 173 52 80 96 628 57 86 59 52
internal_value=0 0.00116995 0.00110269 0.00114903 0.000932691 -6.10322e-05 0.00110083 0.0012051 0.00109535 0.00151491 0.00149851 0.00142341 0.00133032 0.000500495 0.00150795 -0.000809246 0.00293759
internal_weight=0 2839 2735 2673 1680 243 1437 1375 1285 993 147 941 867 153 714 126 104
internal_count=2965 2839 2735 2673 1680 243 1437 1375 1285 993 147 941 867 153 714 126 104
is_linear=0
shrinkage=0.0125729


Tree=2286
num_leaves=14
num_cat=0
split_feature=44 3 14 4 15 11 11 4 133 3 15 48 0
split_gain=2.26175 2.58636 2.02465 1.60189 5.06417 1.38691 1.91041 2.64597 3.11704 0.96734 0.743528 1.52542 0.64619
threshold=0.081710000000000019 0.092005000000000017 0.082295000000000021 -0.057674999999999997 -0.035654999999999992 0.090715000000000004 0.079700000000000007 -0.10701499999999999 0.083000000000000018 0.0053500000000000015 -0.2987999999999999 0.092105000000000006 -0.087604999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 10 6 7 8 -1 12 -5 -12 -9
right_child=-2 3 -4 4 -6 -7 -8 9 -10 -11 11 -13 -14
leaf_value=-0.0024760164250264304 0.0037917339097897477 0.001386243336827015 0.0035185727611588237 -0.00080774569355150422 -0.004518356644240897 -0.00078894999152817873 0.0031342834016583701 0.00080722071674945676 0.0016907889008214109 -0.00036009494147565095 0.0026632640816891102 -0.00060082329288100667 0.0013184695655403637
leaf_weight=84 52 82 61 70 53 77 80 661 55 80 52 54 1504
leaf_count=84 52 82 61 70 53 77 80 661 55 80 52 54 1504
internal_value=0 0.00092725 0.00106746 -0.000245331 -0.000830197 0.00100856 0.00106479 0.000995282 -0.000826235 0.00110813 0.000279617 0.000999057 0.00116245
internal_weight=0 2913 2602 311 229 2541 2464 2384 139 2245 176 106 2165
internal_count=2965 2913 2602 311 229 2541 2464 2384 139 2245 176 106 2165
is_linear=0
shrinkage=0.0136093


Tree=2287
num_leaves=16
num_cat=0
split_feature=2 10 151 0 3 15 150 48 0 3 2 48 2 123 0
split_gain=2.49586 2.16072 1.75078 2.33769 2.33494 2.14332 1.72823 1.79383 1.44412 1.35543 1.06108 0.977523 2.4076 1.08627 0.379289
threshold=0.13447000000000003 -0.093904999999999988 0.077805000000000013 -0.23803499999999997 0.10402500000000002 -0.043134999999999993 0.087075000000000027 0.10891500000000001 -0.094299999999999981 0.14813000000000001 0.093870000000000023 0.091125000000000025 0.093670000000000017 0.083795000000000022 -0.05226999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 7 11 -8 14 -4 13 -13 -5 -3
right_child=1 9 10 4 5 -7 8 -9 -10 -11 -12 12 -14 -15 -16
leaf_value=0.0039418318738974117 0.0018089891637405704 -0.0013438989145893479 0.0014445967800967871 0.00097301845746057926 0.00078342902873746736 -0.0029829117958268879 -0.0021261192718546183 0.0033245193521451656 0.00068713059917351125 -0.00312705838287626 0.0042329672271522872 -0.0023464914627014384 0.001695527604089283 0.0024814621078578314 0.00030411618550740029
leaf_weight=52 60 54 62 1982 64 62 67 70 88 60 53 60 63 105 63
leaf_count=52 60 54 62 1982 64 62 67 70 88 60 53 60 63 105 63
internal_value=0 -0.000558402 0.000986326 0.000909482 0.000847851 -0.00106863 0.000947083 0.00104743 -0.000527925 -0.00136178 0.00273101 0.00097523 -0.000274936 0.00104898 -0.000455188
internal_weight=0 237 2728 2613 2561 126 2435 2280 155 177 115 2210 123 2087 117
internal_count=2965 237 2728 2613 2561 126 2435 2280 155 177 115 2210 123 2087 117
is_linear=0
shrinkage=0.0144423


Tree=2288
num_leaves=29
num_cat=0
split_feature=1 52 2 12 2 1 1 12 150 2 12 4 0 16 480 52 43 52 2 16 150 15 2 1 16 1 43 42
split_gain=206.651 31.2368 25.2834 27.9873 11.8012 9.27234 6.25129 5.86686 5.06861 4.55495 5.11503 3.07186 2.80708 2.59588 2.17289 2.11866 2.09247 2.12057 1.78806 1.75251 1.67604 1.66873 1.83251 1.38108 1.53465 1.13417 0.701627 0.464051
threshold=0.10471000000000001 -0.40011499999999994 1.0000000180025095e-35 0.088365000000000013 0.098655000000000007 0.13662500000000002 0.090650000000000022 0.10125500000000003 0.083435000000000023 0.13084500000000002 -0.032329999999999991 -0.068809999999999996 -0.072529999999999983 -0.0024749999999999993 -0.069294999999999982 0.11667000000000001 -0.076504999999999976 0.029970000000000007 0.17553000000000005 -0.064909999999999982 0.08882000000000001 -0.14151499999999997 0.084095000000000017 0.11230000000000001 -0.48652999999999996 0.13276500000000002 -0.078949999999999979 0.089270000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 25 6 13 14 -5 12 10 -6 -12 26 23 -1 20 -13 -18 -7 -17 21 -16 -23 -4 -25 -3 -8 -28
right_child=1 2 5 7 9 18 8 -9 -10 -11 11 16 -14 -15 15 19 17 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29
leaf_value=0.003507406927407317 0.0029867107492729311 0.0010695078303661499 0.0013628903371960177 0.003226499390078459 0.0018523299802939983 0.0003002326199307228 0.0026517478796730777 0.0020431142338057156 0.0018507366353419682 0.0017762654025017669 0.0030735047012875991 0.0028350836335635232 0.002219796250906938 0.00045552967503749675 0.0033982931239535572 0.0029725413523511704 0.0020837695338352061 0.0026663890017869442 -0.00034181188005616843 0.0024209955716358107 0.0026697361701108029 0.0031923991928198133 0.0029554586810059671 0.00054577432048834545 0.0011255393678641814 0.00054502823276535238 0.0028255597410312815 0.0031486821907166706
leaf_weight=57 60 52 61 55 58 63 55 59 52 55 101 103 53 71 86 80 89 82 55 78 87 307 828 53 75 61 56 73
leaf_count=57 60 52 61 55 58 63 55 59 52 55 101 103 53 71 86 80 89 82 55 78 87 307 828 53 75 61 56 73
internal_value=0 0.00119582 0.00101817 0.00170461 0.00284271 0.00060587 0.00293951 0.00261429 0.00258799 0.00248321 0.00257294 0.00268432 0.00274964 0.000880399 0.0030062 0.00298669 0.00254076 0.00236332 7.39195e-07 0.00270044 0.00302125 0.00304627 0.00301957 0.00103986 0.000885697 0.000786628 0.0029021 0.00300863
internal_weight=0 665 605 227 2300 378 1812 114 289 488 433 375 237 260 1523 1466 274 171 118 158 1308 1221 1135 189 128 113 184 129
internal_count=2965 665 605 227 2300 378 1812 114 289 488 433 375 237 260 1523 1466 274 171 118 158 1308 1221 1135 189 128 113 184 129
is_linear=0
shrinkage=0.00260187


Tree=2289
num_leaves=16
num_cat=0
split_feature=2 40 10 484 14 15 52 42 484 14 159 15 15 484 133
split_gain=2.19183 1.51189 1.45896 1.367 1.30421 1.41803 2.09766 1.32195 1.20195 1.08873 1.06809 1.03464 1.00229 0.947494 0.760217
threshold=0.13554000000000002 -0.091044999999999987 -0.093904999999999988 0.11837000000000002 -0.23083499999999998 0.037885000000000009 0.40342500000000009 0.10254000000000001 0.073590000000000003 -0.07279999999999999 -0.025079999999999995 -0.048464999999999994 0.11447500000000001 -1.0000000180025095e-35 0.048695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 6 7 8 -6 -4 13 -11 14 -7 -12
right_child=2 3 9 -5 5 10 -8 -9 -10 11 12 -13 -14 -15 -16
leaf_value=0.0038176730405165889 0.0016608159916091045 0.003275510343727446 -0.0031531524677269906 0.0029461416559518911 0.0011255788417997049 0.0015182003021765394 -0.0018094068358664619 -0.0010695502385464105 -0.00024824171648161233 0.00098468043076331427 0.0017356525884640506 -0.0020268748750492211 -0.00041296282967389383 0.004195656024456487 0.00069675689104414817
leaf_weight=53 60 64 52 98 1122 74 83 90 189 64 548 53 86 62 267
leaf_count=53 60 64 52 98 1122 74 83 90 189 64 548 53 86 62 267
internal_value=0 0.00114944 -0.000474016 0.00109667 0.00102649 0.000969328 0.000652986 0.000798988 0.000927392 -0.00123295 0.00142187 -0.000378073 0.0012227 0.00274006 0.00139551
internal_weight=0 2736 229 2683 2585 2521 1484 1401 1311 169 1037 117 901 136 815
internal_count=2965 2736 229 2683 2585 2521 1484 1401 1311 169 1037 117 901 136 815
is_linear=0
shrinkage=0.0159455


Tree=2290
num_leaves=26
num_cat=0
split_feature=1 1 12 0 3 15 15 4 1 12 151 11 2 4 16 0 12 49 15 3 160 1 1210 50 12
split_gain=96.1236 22.436 14.9704 5.68129 4.73261 4.1701 5.1414 3.83321 3.40518 3.73494 3.64385 2.80075 2.63561 2.96685 2.01025 4.41843 2.0091 1.3708 1.38754 1.10458 1.22847 1.07663 0.834632 0.825411 0.203244
threshold=0.10398500000000001 0.13130500000000003 0.085075000000000026 0.14054500000000003 0.10402500000000002 -0.26361999999999991 -0.43091499999999999 -0.036839999999999991 0.090195000000000011 0.090285000000000018 -0.080494999999999997 0.07585500000000002 0.097005000000000022 -0.077889999999999987 -0.28430999999999995 -0.13619499999999998 0.098785000000000012 0.082820000000000019 -0.076194999999999999 -0.096099999999999977 0.10446500000000002 0.092395000000000019 -0.059899999999999995 0.083090000000000011 0.098785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 8 6 -3 -4 9 11 -10 19 13 -12 -2 -16 -9 22 24 -1 -21 -15 -11 -24 -19
right_child=1 5 7 -5 -6 -7 -8 16 10 17 12 -13 -14 21 15 -17 -18 18 -20 20 -22 -23 23 -25 -26
leaf_value=0.0026627895847923964 0.0018563081296093787 0.0010517688460867692 0.0032290867992382077 0.0019851843312805972 0.0020325758955093689 0.0013326212289117671 -9.1380371491417349e-05 0.0026955821078668897 0.0019857974096261647 0.0024989613924001658 0.0020264776548906279 0.0036214838814788227 0.0033006346573364294 0.0031320971265324628 0.00080483323595956387 0.0017617791903778727 0.0019972929804167499 0.0026213596287879689 0.0022449384861953944 0.0030423366767889301 0.0026859660229898723 0.002655725069518253 0.0028305611184485445 0.0032145100073447098 0.0028733362797819201
leaf_weight=78 101 72 54 61 54 97 55 64 59 52 52 59 57 53 68 88 68 57 74 970 85 139 326 53 55
leaf_count=78 101 72 54 61 54 97 55 64 59 52 52 59 57 53 68 88 68 57 74 970 85 139 326 53 55
internal_value=0 0.00161934 0.0019867 0.00283474 0.00285804 0.000892704 0.000556468 0.00259551 0.00287858 0.0029285 0.00262762 0.00302083 0.00275332 0.00262534 0.00154596 0.00134484 0.00233609 0.00275009 0.00254643 0.00298952 0.00301365 0.00278738 0.00283791 0.00288433 0.00274537
internal_weight=0 667 443 2284 2223 224 127 186 2169 1809 360 1192 301 244 257 156 132 617 186 1133 1055 192 431 379 112
internal_count=2951 667 443 2284 2223 224 127 186 2169 1809 360 1192 301 244 257 156 132 617 186 1133 1055 192 431 379 112
is_linear=0
shrinkage=0.00281635


Tree=2291
num_leaves=17
num_cat=0
split_feature=2 30 16 43 1211 4 0 155 0 132 43 4 16 133 51 2
split_gain=1.55577 1.63546 1.28408 2.05547 1.67267 1.1433 1.07554 0.965337 1.12348 0.862476 0.987236 1.55172 1.39621 0.597664 0.462772 0.180844
threshold=0.17730000000000004 0.086535000000000015 -0.086909999999999987 -0.45780999999999999 0.077725000000000016 -0.4950449999999999 0.098975000000000021 0.089630000000000015 -0.10594499999999998 0.081700000000000009 -0.046639999999999994 0.42118000000000005 -0.20132999999999998 0.088660000000000003 -0.094084999999999988 0.092545000000000016
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 14 7 8 -7 10 13 12 -12 15 -5 -1
right_child=-2 -3 3 5 -6 6 -8 -9 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=0.0024368070298540967 -0.0013503893658783049 -0.0012817935997791879 -0.001514309193060683 0.0013536364854042067 0.003686131339551894 -0.0003077200416897687 -0.00094459007727229558 0.0023786890238056816 0.00098973146410842681 -2.5891151851396163e-05 0.0024630600791471706 -0.001056647584243125 0.00081847821230471285 0.0012482007259027156 0.0031452306969778038 0.0034762477731279649
leaf_weight=93 58 62 72 56 70 154 65 93 1432 84 175 58 281 74 66 58
leaf_count=93 58 62 72 56 70 154 65 93 1432 84 175 58 281 74 66 58
internal_value=0 0.00103743 0.00108828 0.000879301 0.00154163 0.000971741 0.000877048 0.000947662 0.000863652 0.00135904 0.00151667 0.00116681 0.00144996 0.0023152 0.00232412 0.00283708
internal_weight=0 2893 2831 1938 893 1866 1744 1679 1586 823 739 514 456 225 122 151
internal_count=2951 2893 2831 1938 893 1866 1744 1679 1586 823 739 514 456 225 122 151
is_linear=0
shrinkage=0.0144423


Tree=2292
num_leaves=14
num_cat=0
split_feature=41 41 1 4 16 1447 1456 0 12 16 50 0 0
split_gain=1.39203 2.63159 1.23688 0.816097 1.24043 1.0289 1.26698 1.45684 0.904245 0.784219 0.513468 0.408059 0.198267
threshold=0.085175000000000015 0.077915000000000012 0.14195000000000002 0.31392000000000003 -0.28430999999999995 -0.064864999999999992 -0.085589999999999986 -0.11167499999999998 -1.0000000180025095e-35 -0.47730499999999992 0.098625000000000018 -0.085424999999999987 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 10 -7 -8 -5 -1 11 -6 -10
right_child=-2 -3 -4 8 5 6 7 -9 12 -11 -12 -13 -14
leaf_value=0.0013975033389506909 0.0025259181939904702 -0.002391304981232079 -0.00076619591115515621 0.0011036989394019494 0.0013202930924879972 0.00239560989545962 -0.00043026508559432708 0.00083688645267920674 -0.00019192336369549184 0.003550915041607663 0.00071994461714931747 0.0028993240801451006 -0.0013599150947706932
leaf_weight=91 97 54 98 93 55 97 211 1823 60 58 60 92 62
leaf_count=91 97 54 98 93 55 97 211 1823 60 58 60 92 62
internal_value=0 0.000765877 0.000826821 0.000884656 0.000958456 0.000876923 0.000782371 0.000705361 3.02581e-05 0.00223678 0.00184956 0.00230958 -0.000786757
internal_weight=0 2854 2800 2702 2487 2338 2131 2034 215 149 207 147 122
internal_count=2951 2854 2800 2702 2487 2338 2131 2034 215 149 207 147 122
is_linear=0
shrinkage=0.0144423


Tree=2293
num_leaves=12
num_cat=0
split_feature=10 2 3 3 3 480 2 30 52 148 1447
split_gain=1.19294 0.890455 0.878128 1.5128 1.26865 1.19411 1.15332 1.03128 0.908127 0.819905 0.82643
threshold=-0.089679999999999982 0.153865 0.10402500000000002 0.0043700000000000006 0.12745000000000004 -0.022539999999999998 0.11558500000000001 0.085185000000000025 -0.069894999999999985 -0.083019999999999983 -0.08292999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 -2 -6 9 -5 -7 -11
right_child=1 -3 4 8 6 7 -8 -9 -10 10 -12
leaf_value=-0.0011673109630879375 -0.0011185813791233954 0.0027657652955597909 -0.0016679496052038896 0.0034325159057986407 0.00228081482547632 0.0027007005976011724 -0.00048089053694910918 -0.0013482444786611523 0.0011971038089994301 0.0020316560828563014 0.00071813898723734949
leaf_weight=76 80 52 84 78 62 54 83 52 95 119 2116
leaf_count=76 80 52 84 78 62 54 83 52 95 119 2116
internal_value=0 0.000777248 0.000740562 0.000820887 -0.000168608 0.000721847 0.000698848 0.000784811 0.00220592 0.00083334 0.000788149
internal_weight=0 2875 2823 2594 229 2421 145 2341 173 2289 2235
internal_count=2951 2875 2823 2594 229 2421 145 2341 173 2289 2235
is_linear=0
shrinkage=0.0153263


Tree=2294
num_leaves=32
num_cat=0
split_feature=3 43 3 3 52 16 133 16 3 39 3 16 9 3 13 13 3 3 3 52 16 52 13 13 16 43 3 48 43 133 13
split_gain=50.9914 17.0669 22.7665 6.77937 6.58496 4.21404 4.09178 5.75952 3.93491 3.84273 3.11252 2.28289 2.1338 1.84047 2.12751 1.49931 1.652 1.27455 3.41705 2.36461 1.1901 1.09245 0.948968 0.869321 1.18293 1.0172 0.671686 0.620719 0.551218 1.35927 0.41248
threshold=-0.031895 -0.073404999999999984 0.11269500000000002 -0.115685 -0.11263999999999999 0.022165000000000004 -0.0041949999999999991 -0.4193599999999999 0.30863500000000005 0.095450000000000021 0.12955000000000003 -0.010504999999999999 -1.0000000180025095e-35 -0.076289999999999983 -0.057284999999999996 -0.094609999999999986 -0.06656999999999999 -1.0000000180025095e-35 0.088880000000000015 -0.069499999999999992 -0.013049999999999997 -0.53082999999999991 -0.073724999999999985 -0.083709999999999993 -0.018754999999999997 -0.085784999999999986 -0.082474999999999979 0.036755000000000003 0.24306000000000003 -0.07248499999999998 -0.027939999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 9 4 -1 15 -6 -8 10 17 -4 -9 -2 21 -15 -5 23 -3 -19 -20 -14 -7 -23 24 26 -26 -17 -10 29 -25 -18
right_child=1 2 8 5 6 13 7 11 27 -11 -12 -13 20 14 -16 16 30 18 19 -21 -22 22 -24 28 25 -27 -28 -29 -30 -31 -32
leaf_value=0.0026652848198105458 0.00057132864964147502 0.0021309250880168747 0.0011072321412657921 0.0022488149921573199 0.0012931898155227398 0.0026153502362061764 0.0014299709601783839 0.0027792620682946323 0.0010998335608710063 0.0017147631299385276 0.0019468336501152529 0.0020252263029463223 0.00093251356368073321 0.0022825417768740633 0.0016099479698594447 0.0023875657680268291 0.0024700410263102596 0.0030150855691287561 0.0026983950504528079 0.001948519676680217 0.0014241469761672428 0.0020937031888515166 0.0024853156202587654 0.0028459472603550051 0.0026178196109326326 0.0030731384770589848 0.0026867226948442489 0.00070599208316781932 0.0023417921647808692 0.002536561802396484 0.0021607818715731171
leaf_weight=96 60 52 52 101 64 90 62 58 58 52 71 52 72 77 55 73 53 78 55 60 63 101 74 114 55 89 186 52 74 680 72
leaf_count=96 60 52 52 101 64 90 62 58 58 52 71 52 72 77 55 73 53 78 55 60 63 101 74 114 55 89 186 52 74 680 72
internal_value=0 0.00163893 0.00188113 0.00243356 0.00209009 0.00249376 0.00185599 0.00206525 0.00127205 0.00235888 0.00159211 0.00242306 0.0009805 0.00225484 0.0020025 0.0025571 0.00257938 0.00249547 0.00259355 0.0023074 0.00116215 0.00238043 0.00225946 0.00260761 0.00270867 0.00289942 0.00260251 0.000913907 0.00256065 0.00258102 0.00229213
internal_weight=0 725 530 2226 332 1894 236 172 233 297 123 110 195 397 132 1497 1396 245 193 115 135 265 175 1271 403 144 259 110 868 794 125
internal_count=2951 725 530 2226 332 1894 236 172 233 297 123 110 195 397 132 1497 1396 245 193 115 135 265 175 1271 403 144 259 110 868 794 125
is_linear=0
shrinkage=0.00260187


Tree=2295
num_leaves=17
num_cat=0
split_feature=13 160 148 15 16 16 1 16 13 51 48 12 160 13 123 0
split_gain=2.03759 1.75242 1.186 1.94673 1.6523 1.1994 1.10287 2.11255 0.871748 0.779127 1.2656 1.83337 1.03438 0.927144 0.877817 0.414946
threshold=0.27139000000000008 -0.54243999999999992 -0.043434999999999994 -0.0070899999999999991 -0.019749999999999993 -0.53342999999999996 0.12040000000000002 -0.085264999999999994 -0.062109999999999992 0.0064150000000000014 0.083540000000000017 0.084735000000000019 0.023210000000000005 0.18622000000000002 0.084845000000000018 -0.087734999999999994
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 -4 9 15 -9 13 11 -11 -12 14 -7 -8
right_child=-2 2 5 -5 -6 6 7 8 -10 10 12 -13 -14 -15 -16 -17
leaf_value=0.002912661306659306 0.0036922446767110617 -0.0011697242497254404 0.0027680088737671968 -0.0025860593274066885 0.0024917410043886561 0.00084571209662068431 -0.00071561260432579168 0.002636483838706741 0.0001446649421337961 -0.0027408460734592039 0.00016783907607047826 0.00029710740993234654 0.0027550067028157764 0.0028693246559130265 0.002528793943404961 -0.0023733994203257707
leaf_weight=81 53 52 65 61 55 1777 73 53 72 56 72 187 63 54 70 60
leaf_count=81 53 52 65 61 55 1777 73 53 72 56 72 187 63 54 70 60
internal_value=0 0.000776261 0.000713732 -0.000485295 0.000710868 0.000791208 0.000740499 -0.000171848 0.00120245 0.000843853 0.000232484 -0.00040235 0.00137635 0.000965336 0.000909585 -0.00146467
internal_weight=0 2851 2770 168 107 2602 2537 258 125 2279 378 243 135 1901 1847 133
internal_count=2904 2851 2770 168 107 2602 2537 258 125 2279 378 243 135 1901 1847 133
is_linear=0
shrinkage=0.0147311


Tree=2296
num_leaves=11
num_cat=0
split_feature=43 447 34 31 11 0 42 3 147 15
split_gain=3.49273 1.55696 1.40102 1.78153 1.34662 1.14891 1.57919 1.36965 1.11998 1.61461
threshold=-0.50589999999999991 0.091410000000000005 -0.090429999999999996 -0.019454999999999997 0.088315000000000018 -0.10147999999999999 0.09087000000000002 -0.079574999999999993 0.086955000000000018 0.13248000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 9 -7
right_child=1 -3 3 4 -6 8 -8 -9 -10 -11
leaf_value=0.0042817550648545852 0.0030055099048500824 -0.0016943360849014976 -0.0019848285442092221 -0.001216296186110222 0.0023720450110383787 0.00076831657559594548 -0.0021314020973685786 0.00071387061931593504 0.0028477372981780356 -0.0017397065390669984
leaf_weight=55 52 60 54 98 93 1969 64 352 52 55
leaf_count=55 52 60 54 98 93 1969 64 352 52 55
internal_value=0 0.000606803 0.000656363 0.000611675 0.000663992 0.000602601 -8.41307e-06 0.000293181 0.000753957 0.000700088
internal_weight=0 2849 2789 2737 2683 2590 514 450 2076 2024
internal_count=2904 2849 2789 2737 2683 2590 514 450 2076 2024
is_linear=0
shrinkage=0.0144423


Tree=2297
num_leaves=35
num_cat=0
split_feature=3 15 2 2 2 16 3 3 151 52 2 16 2 2 16 3 16 2 2 52 52 2 3 52 52 15 16 16 52 42 52 42 133 42
split_gain=237.194 81.9201 54.8773 34.9266 18.952 13.2042 9.15769 8.31308 8.99548 8.29308 6.83672 6.53762 5.7795 5.98426 5.80907 4.68486 4.23944 4.0883 9.14 3.56434 3.26828 2.40691 1.84385 1.81615 1.66586 1.44249 0.971968 1.5 0.941919 0.827457 0.782256 0.678463 0.619103 0.594555
threshold=-0.055994999999999996 -0.23982999999999996 0.10773000000000001 0.11426500000000002 -0.007134999999999999 0.26411500000000004 -0.10859999999999999 0.28833000000000003 -0.014594999999999999 -0.089214999999999975 0.098655000000000007 -0.031234999999999999 0.097110000000000016 0.076510000000000009 -0.17773999999999998 -0.14186499999999996 0.0054050000000000009 0.10233000000000002 0.13881000000000002 -0.54533999999999982 0.0030150000000000008 0.090020000000000017 0.088880000000000015 -0.14731999999999998 -0.090304999999999983 0.087670000000000012 -0.082119999999999985 -0.037309999999999989 -0.090084999999999985 0.079335000000000003 -0.25811499999999993 0.082115000000000007 0.088820000000000024 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 2 2 2 2 2
left_child=3 17 4 12 -3 6 -5 8 -4 23 22 -10 13 14 -1 -15 26 -2 -19 -14 24 25 -11 -6 -21 28 -16 -28 -17 -22 -18 -23 -33 -27
right_child=1 2 7 5 9 -7 -8 -9 11 10 -12 -13 19 15 16 21 30 18 -20 20 29 31 -24 -25 -26 33 27 -29 -30 -31 -32 32 -34 -35
leaf_value=0.0020861866480155703 -0.00081960296529431844 0.0011454834567635654 7.4012046295268002e-05 0.00042912805685973521 0.0029133975417733023 0.0028306673246102261 0.0020215750859380556 -0.00019472418398407606 0.0020923965367762886 0.0028948554509514324 0.0015207177552097749 0.00077139226410978003 0.0033991770198054977 0.0039478662451782479 0.0034216485180000892 0.0031183830032347993 0.0028846329846230665 0.00084262156151731213 -0.00065400941338869295 0.0026146446558620905 0.0026796137694820575 0.0028462238178831277 0.0022973240900118898 0.0036067639089564845 0.001947804190332729 0.0032539833521996915 0.0029455323834594845 0.0033958720505456856 0.0034329558738765667 0.0031149702767431205 0.0024661445899235124 0.0032902946877221388 0.0029810175293903131 0.0029048614635068309
leaf_weight=53 67 77 53 52 61 60 54 59 55 83 57 55 53 74 100 84 56 54 67 55 62 98 71 52 56 77 160 84 491 70 84 93 105 72
leaf_count=53 67 77 53 52 61 60 54 59 55 83 57 55 53 74 100 84 56 54 67 55 62 98 71 52 56 77 160 84 491 70 84 93 105 72
internal_value=0 0.00128289 0.00175551 0.00300737 0.00235332 0.00181553 0.00124065 0.000675546 0.000990729 0.00264027 0.00232285 0.00143216 0.00311003 0.0031733 0.00293875 0.0032884 0.00303205 -0.000283141 1.36697e-05 0.00276128 0.00262203 0.00324053 0.00261956 0.00323272 0.00227848 0.00332503 0.00319407 0.00310069 0.00338705 0.0029107 0.00263375 0.00303376 0.00312643 0.00308547
internal_weight=0 811 623 2093 401 166 106 222 163 324 211 110 1927 1631 537 1094 484 188 121 296 243 1020 154 113 111 724 344 244 575 132 140 296 198 149
internal_count=2904 811 623 2093 401 166 106 222 163 324 211 110 1927 1631 537 1094 484 188 121 296 243 1020 154 113 111 724 344 244 575 132 140 296 198 149
is_linear=0
shrinkage=0.00270699


Tree=2298
num_leaves=12
num_cat=0
split_feature=43 447 148 15 10 15 40 15 457 457 151
split_gain=2.48374 1.22892 1.08537 0.978405 2.55857 1.45772 1.17238 1.11543 0.781165 1.46108 0.767061
threshold=-0.50589999999999991 0.091410000000000005 -0.085589999999999986 -0.26361999999999991 -0.084119999999999986 -0.43091499999999999 -0.08570499999999999 -0.47612499999999996 0.085230000000000014 0.056920000000000005 -0.080494999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 7 -6 -4 9 -8 -10
right_child=1 -3 3 4 6 -7 8 -9 10 -11 -12
leaf_value=0.0045555412322416441 -0.0015408076027674693 -0.0015912719926676972 -0.00059417311532060694 0.0045119812758811998 0.0035260356695557718 -0.0023209822697200454 0.00089895031174274677 0.0023322264445921554 0.0033253895264271547 -0.0019734896523902644 0.00063018101998065206
leaf_weight=55 53 60 84 62 52 65 2217 72 76 54 54
leaf_count=55 53 60 84 62 52 65 2217 72 76 54 54
internal_value=0 0.000851621 0.000904241 0.000951672 0.00104843 -0.000148661 0.000960818 0.000755292 0.000905185 0.000830568 0.00220726
internal_weight=0 2849 2789 2736 2515 221 2453 156 2401 2271 130
internal_count=2904 2849 2789 2736 2515 221 2453 156 2401 2271 130
is_linear=0
shrinkage=0.0172599


Tree=2299
num_leaves=17
num_cat=0
split_feature=15 3 39 43 43 14 16 1447 15 14 41 457 15 16 15 159
split_gain=54.3101 32.389 20.2473 4.14602 3.9369 3.85616 4.2385 3.27166 2.76614 3.20629 3.15402 3.17396 2.0668 1.71475 1.51877 0.887175
threshold=-0.26361999999999991 0.11391500000000002 0.055555000000000007 -0.073404999999999984 -0.085594999999999991 -0.42227999999999993 -0.43491999999999992 -0.079709999999999989 0.13954000000000003 0.073890000000000011 0.078385000000000024 0.064110000000000014 -1.0000000180025095e-35 -0.0092499999999999978 -0.084904999999999994 -0.025904999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 7 4 -4 -1 -7 13 9 10 11 -9 14 15 -3 -2
right_child=1 12 3 -5 -6 6 -8 8 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00077236171005482153 0.0016359907649532862 0.00040544909091529206 0.0010549571109921385 0.001395232331712383 0.00028060741211243857 0.00040029010102433883 -0.00041158448656515486 0.0016714221414223177 0.0011112914811745626 0.0021715018092029336 0.0010640774997012375 0.0012921364444029356 0.00010377440510311785 0.0022892303586525701 0.00097183443556334308 0.0020225201592390021
leaf_weight=67 80 57 77 66 75 95 61 1779 58 65 56 138 54 61 53 62
leaf_count=67 80 57 77 66 75 95 61 1779 58 65 56 138 54 61 53 62
internal_value=0 0.00152473 0.00159217 0.000891807 0.000673046 0.000289996 8.26618e-05 0.00165858 0.00163028 0.00164504 0.00162768 0.00164413 0.000489469 0.00195059 0.000678577 0.00180494
internal_weight=0 2681 2517 218 152 223 156 2299 2096 2038 1973 1917 164 203 110 142
internal_count=2904 2681 2517 218 152 223 156 2299 2096 2038 1973 1917 164 203 110 142
is_linear=0
shrinkage=0.00240373


Tree=2300
num_leaves=28
num_cat=0
split_feature=4 3 3 43 48 0 3 15 16 4 49 16 4 0 4 4 0 475 160 3 3 16 43 402 15 4 3
split_gain=123.993 36.2605 14.9125 17.4062 7.58831 5.96449 5.95738 4.27503 5.15181 3.41566 4.16184 4.15194 3.0529 3.10521 2.78898 2.31099 6.53842 1.89879 1.83492 1.8133 1.50154 1.44324 1.19764 1.14923 1.09758 0.983584 0.806975
threshold=0.31392000000000003 -0.066229999999999997 0.28833000000000003 -0.035884999999999993 0.086410000000000015 -0.079119999999999982 -0.13117499999999996 -0.43091499999999999 -0.5152199999999999 -0.4950449999999999 -0.06017999999999999 -0.008069999999999999 0.51326500000000019 -0.089179999999999995 0.015030000000000002 -0.49269499999999994 0.035525000000000008 -0.075554999999999983 -0.06146999999999999 -0.092954999999999996 -0.026279999999999998 -0.43491999999999992 -0.10561 0.10708500000000001 0.087670000000000012 0.053925000000000008 -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 2
left_child=1 5 3 4 20 6 -1 12 -9 -5 -11 25 -2 -14 19 -7 17 -17 -19 22 -3 -16 -8 24 -21 -12 -20
right_child=7 2 -4 9 -6 15 14 8 -10 10 11 -13 13 -15 21 16 -18 18 26 23 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0039138236365512296 0.0020545214595096653 0.0026323078477677149 0.0012189256532046601 0.0034986127586175476 0.0012910367718353621 0.003397379023003013 0.0031609018509851333 0.0013108809192997788 0.00034260705232745957 0.0034003030581900586 0.0030306605988947573 0.00215136949619714 0.0016958979352616936 0.00080488617488305052 0.0032076512645641984 0.003455703873462437 0.0020228547264904339 0.0025190731287904823 0.0027631568170446551 0.003311913844748248 0.0020695951804946431 0.0026566981526573879 0.0026497005057075952 0.0036131121420800365 0.0030944418993225321 0.0026228128875298087 0.0030549552866237454
leaf_weight=88 53 63 65 57 78 68 82 96 65 64 109 83 59 52 53 52 57 70 89 680 73 95 55 71 222 70 302
leaf_count=88 53 63 65 57 78 68 82 96 65 64 109 83 59 52 53 52 57 70 89 680 73 95 55 71 222 70 302
internal_value=0 0.00296494 0.00242691 0.00255839 0.00195174 0.00314444 0.00324482 0.00122778 0.000920139 0.00289727 0.00279205 0.00264336 0.00152962 0.00127874 0.003198 0.00293263 0.00287713 0.002972 0.00291737 0.00324382 0.00233047 0.00285419 0.00295588 0.00328433 0.00325842 0.00287133 0.00298861
internal_weight=0 2646 662 597 214 1984 1346 325 161 383 326 262 164 111 1258 638 570 513 461 1110 136 148 137 973 902 179 391
internal_count=2971 2646 662 597 214 1984 1346 325 161 383 326 262 164 111 1258 638 570 513 461 1110 136 148 137 973 902 179 391
is_linear=0
shrinkage=0.00265391


Tree=2301
num_leaves=32
num_cat=0
split_feature=1 52 12 1 150 52 1 12 12 52 124 15 11 4 4 43 131 52 12 15 4 1 43 15 133 15 16 4 4 12 1
split_gain=121.169 24.3569 14.4397 12.395 10.5441 9.22681 9.22476 8.91576 6.09909 5.14751 4.61984 4.9827 4.01611 2.97942 2.65941 2.37954 4.32985 1.88812 1.46488 1.45902 1.42262 1.69755 1.32839 1.17942 1.13409 1.24417 1.02986 0.810276 0.802716 0.285263 0.169825
threshold=0.10442000000000001 -0.34918499999999997 -1.0000000180025095e-35 0.089625000000000024 1.0000000180025095e-35 0.12484500000000003 0.13130500000000003 0.092085000000000014 0.088325000000000015 -0.078529999999999975 -0.08231999999999999 -0.46483499999999994 1.0000000180025095e-35 0.053925000000000008 0.024470000000000002 -0.036849999999999994 0.089785000000000018 -0.065909999999999982 0.10184000000000001 0.086035000000000014 -0.0083549999999999978 0.087545000000000026 -0.077614999999999976 -0.025879999999999997 0.085285000000000014 -0.095244999999999982 -0.073554999999999995 -0.057674999999999997 -0.047714999999999987 0.094435000000000005 0.11329500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 9 7 15 6 8 12 30 -3 -11 -12 14 18 20 16 -5 -17 27 -19 21 23 -16 -1 25 -22 -20 29 -28 -9 -4
right_child=1 2 5 4 -6 -7 -8 13 -10 10 11 -13 -14 -15 22 17 -18 19 26 -21 24 -23 -24 -25 -26 -27 28 -29 -30 -31 -32
leaf_value=0.0031038474963082019 0.0032478201700357917 0.0002410481253441021 0.0017705644439327491 0.0022434000336032526 0.001857568673323788 0.003018084800336347 0.00097575637568045705 0.0035161559703992219 0.002707750712817621 0.0019751568613073658 0.0016679163525115965 0.00054479467525791732 0.0040667061057392756 0.0025068725115028733 0.0027015643195315866 0.0035815299988568414 0.0031913877376278025 0.0026112428265797657 0.0031281501015797144 0.0032351946402624961 0.0033907577657749446 0.0029445398348516929 0.0032600437111920851 0.0034326094603804786 0.0033325462976078837 0.0039211744162140662 0.0024293918408431398 0.0029996428835473276 0.0029331785469655972 0.0032407846020194413 0.0015364117030644488
leaf_weight=106 81 53 58 83 90 56 89 54 79 53 53 85 70 101 70 64 77 54 72 75 57 79 73 695 90 108 54 97 53 90 52
leaf_count=106 81 53 58 83 90 56 89 54 79 53 53 85 70 101 70 64 77 54 72 75 57 79 73 695 90 108 54 97 53 90 52
internal_value=0 0.00177218 0.00156534 0.00316866 0.0027362 0.00195352 0.00173897 0.00327115 0.0020982 0.00103384 0.00125367 0.000976361 0.00339465 0.00295155 0.00335781 0.00296013 0.00269981 0.00317578 0.00305841 0.00297424 0.00340452 0.00334926 0.00298688 0.00338914 0.0035951 0.00373813 0.00285997 0.00320568 0.00267922 0.00334426 0.00166015
internal_weight=0 659 578 2312 443 334 278 1869 189 244 191 138 1348 521 1278 353 160 193 420 129 1135 880 143 801 255 165 179 241 107 144 110
internal_count=2971 659 578 2312 443 334 278 1869 189 244 191 138 1348 521 1278 353 160 193 420 129 1135 880 143 801 255 165 179 241 107 144 110
is_linear=0
shrinkage=0.00287267


Tree=2302
num_leaves=29
num_cat=0
split_feature=1 2 16 2 1 150 50 3 2 0 1 2 1 14 3 1 0 13 0 130 0 13 13 160 160 1446 0 0
split_gain=134.342 31.3142 19.444 10.4455 8.59396 6.85614 6.05018 5.29935 4.58922 3.90726 3.89489 5.41432 3.75652 3.08355 2.60831 2.31644 2.06354 1.50066 1.39524 1.14262 0.902761 0.864571 0.935121 0.798503 1.15902 0.782777 0.746425 0.679736
threshold=0.10509 0.17553000000000005 0.11702000000000001 0.092155000000000015 0.089875000000000024 0.083435000000000023 0.067370000000000013 -0.14088999999999999 -1.0000000180025095e-35 -0.029849999999999998 0.11883500000000001 0.10043500000000001 0.122715 0.078495000000000023 0.0025650000000000004 0.085410000000000014 -0.11991499999999998 -0.0021099999999999995 -0.10998999999999999 0.093210000000000015 -0.038724999999999989 -0.077614999999999976 -0.049994999999999991 -0.41629499999999992 -0.060659999999999992 0.087090000000000015 -0.080634999999999984 -0.083274999999999988
decision_type=2 2 2 2 2 2 2 2 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 7 10 -5 -6 23 11 -2 -4 15 -13 16 -1 27 -12 25 -20 -10 -23 -9 -25 -18 -26 -17
right_child=1 -3 12 5 8 -7 -8 9 21 -11 18 14 -14 -15 -16 17 19 -19 20 -21 -22 22 -24 24 26 -27 -28 -29
leaf_value=0.0039703981573489073 0.0027114777584026574 0.0004537440664863285 0.003385154721484109 0.0037814878476922359 0.0023890804375335628 0.0022954481111327799 0.0025785463787562869 0.0034155817346500513 0.0033712647930762758 0.0025547522047848956 0.0018443994879610952 0.0013833901794990755 0.0025409533998355356 0.0040436789635824536 0.0021302057759779031 0.0035327757456527649 0.0035348187368733465 0.0029006215567945869 0.001208365243501569 0.0031983119713916244 0.0016504883060825754 0.0028352543170764759 0.0032232909993361852 0.0028502217473662093 0.0030296389818076294 0.0032214404357797694 0.0032481439531021187 0.0031630338906109053
leaf_weight=58 58 68 78 68 54 65 80 56 92 81 78 52 54 60 62 72 822 61 60 76 53 64 96 92 165 53 238 55
leaf_count=58 58 68 78 68 54 65 80 56 92 81 78 52 54 60 62 72 822 61 60 76 53 64 96 92 165 53 238 55
internal_value=0 0.00202759 0.00221367 0.00329375 0.00340879 0.00305867 0.0019674 0.0031295 0.00303967 0.00305931 0.00183264 0.00210074 0.00304 0.00349863 0.00178978 0.00347129 0.00351813 0.00321977 0.00159106 0.00349052 0.00141596 0.00317897 0.00306824 0.00313343 0.00310146 0.00351587 0.00315875 0.00337286
internal_weight=0 643 575 2328 1563 765 443 700 306 632 363 172 132 1257 114 1197 1009 188 191 951 113 252 160 551 495 875 403 127
internal_count=2971 643 575 2328 1563 765 443 700 306 632 363 172 132 1257 114 1197 1009 188 191 951 113 252 160 551 495 875 403 127
is_linear=0
shrinkage=0.0024518


Tree=2303
num_leaves=35
num_cat=0
split_feature=1 3 2 2 15 1 2 2 150 3 0 1 52 150 1 12 1 15 12 15 16 474 160 0 160 3 12 15 12 12 0 0 3 0
split_gain=76.6372 16.9837 8.27955 7.13429 8.30738 6.5591 5.31162 5.29587 5.24478 4.81007 3.28844 3.11988 2.68909 1.86634 1.71972 1.55257 4.19748 1.28387 1.04798 1.16244 1.0152 0.985606 0.97536 1.06148 1.03806 0.855293 0.675874 0.475108 0.647125 0.358564 0.429266 0.330617 0.25627 0.113706
threshold=0.10442000000000001 -0.049204999999999992 0.092155000000000015 0.17553000000000005 -0.077474999999999988 0.090540000000000023 -1.0000000180025095e-35 0.10523 0.083435000000000023 -0.14088999999999999 -0.029849999999999998 0.11617500000000001 -0.049669999999999999 0.085360000000000005 0.12156000000000002 0.080635000000000012 0.084815000000000015 0.087750000000000009 0.088725000000000012 0.086480000000000015 -0.0038249999999999998 0.089095000000000021 0.019875 -0.078589999999999979 0.097500000000000017 -0.087284999999999988 0.087855000000000003 0.091490000000000016 0.094795000000000004 0.089135000000000006 -0.084154999999999994 -0.095724999999999991 -0.092319999999999985 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 5 4 12 15 -7 11 9 -4 21 -2 -3 -6 -14 16 -1 18 19 26 32 22 23 -11 -24 -19 -17 33 -29 30 -27 -16 -20 -8
right_child=1 3 8 -5 13 6 27 -9 -10 10 -12 -13 14 -15 31 17 -18 25 20 -21 -22 -23 24 -25 -26 29 -28 28 -30 -31 -32 -33 -34 -35
leaf_value=0.0033689917240231639 0.0027955827926577984 0.00049483470676436403 0.0030412610068600173 0.00015260828194077689 0.0020793968627961135 0.0014086100075291429 0.0024310121497139194 0.0015188710111406713 0.0014729084497001226 0.0021149750977626208 0.0017188419460699952 0.0019614399312167753 0.0015343062181879155 0.0013998332611905974 0.0010773580216113998 0.0026871594228822628 0.0024284009893472728 0.0022804532939574261 0.0022458760777347908 0.0031546213186115931 0.0028519131720991255 0.0019514724242521882 0.0028496492743359707 0.0024143921329320569 0.0023354445090061448 0.0026744536515155353 0.0029990547964493155 0.0020416207065977517 0.0024693713723061717 0.0027273181769865134 0.0023285242754771756 0.0007699472903366847 0.0024940657319862192 0.0026286973153842813
leaf_weight=81 65 78 63 55 73 52 52 100 62 163 81 73 52 54 54 522 66 102 53 52 54 52 56 210 67 53 61 53 58 90 62 55 95 52
leaf_count=81 65 78 63 55 73 52 52 100 62 163 81 73 52 54 54 522 66 102 53 52 54 52 56 210 67 53 61 53 58 90 62 55 95 52
internal_value=0 0.00141386 0.00248137 0.00108043 0.00121978 0.00259644 0.00220187 0.00200355 0.00224356 0.00231257 0.00223954 0.00235455 0.000916293 0.00179068 0.00112029 0.00267802 0.00294689 0.00264344 0.00269988 0.00275549 0.0025249 0.00231645 0.00235465 0.00228363 0.00256979 0.00248947 0.00271984 0.00239359 0.0022654 0.00259333 0.00248821 0.000922513 0.00240539 0.00253014
internal_weight=0 659 2312 421 366 1558 267 238 754 692 629 138 239 127 161 1291 147 1144 837 635 202 548 496 373 123 307 583 215 111 205 115 109 148 104
internal_count=2971 659 2312 421 366 1558 267 238 754 692 629 138 239 127 161 1291 147 1144 837 635 202 548 496 373 123 307 583 215 111 205 115 109 148 104
is_linear=0
shrinkage=0.00276112


Tree=2304
num_leaves=22
num_cat=0
split_feature=2 1 1443 15 0 0 132 147 43 160 4 16 123 157 2 0 43 133 475 16 457
split_gain=4.10104 2.46881 1.29279 1.18002 1.14578 1.06599 1.00528 1.11501 1.08651 3.00742 1.51195 1.05777 1.35719 1.3512 0.979384 0.991292 1.36001 0.962728 0.909858 1.74109 0.644111
threshold=0.25063000000000007 0.089745000000000019 1.0000000180025095e-35 0.11934000000000002 0.048825000000000007 -0.037444999999999992 -0.0097849999999999968 0.089245000000000005 -0.034774999999999993 0.023210000000000005 -0.07928499999999998 -0.083144999999999983 0.085810000000000011 -0.07056999999999998 0.084725000000000009 -0.085719999999999977 -0.080104999999999996 -1.0000000180025095e-35 -0.075169999999999987 -0.0038249999999999998 0.048870000000000004
decision_type=2 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 14 -3 8 11 10 -10 12 -8 -13 15 16 -1 -17 19 -16 -20
right_child=-2 3 -4 -5 -6 -7 7 -9 9 -11 -12 13 -14 -15 18 17 -18 -19 20 -21 -22
leaf_value=0.00093049871837682404 -0.0017998348249173967 -0.0008072525792761449 0.00330931611540768 0.002563978637691088 0.00015661943250249607 0.003290278561772597 0.0025170068317827417 -0.00049958822317215212 -0.00020812250843737397 0.0038666425203030676 0.00149709692346142 0.0017614048427402977 0.00011280603091865833 -0.00021732260489496215 0.0012030721184933574 0.00055067150027027407 0.0030387741025161429 0.0023549164161922836 0.0011881779430012349 0.0034773824562819066 0.002328499303894194
leaf_weight=56 59 52 61 56 79 52 75 75 101 61 262 61 59 235 114 92 187 76 1002 81 75
leaf_count=56 59 52 61 56 79 52 75 75 101 61 262 61 59 235 114 92 187 76 1002 81 75
internal_value=0 0.00135436 0.00161099 0.000890215 0.00155381 0.00161735 0.00079454 0.000884335 0.00100602 0.0014318 0.00102229 0.000585889 0.00145938 0.000190028 0.00156559 0.00206904 0.00255344 0.00136763 0.00140282 0.00214843 0.0012677
internal_weight=0 2912 1875 1037 1814 1735 981 929 854 424 363 430 134 296 1683 411 243 168 1272 195 1077
internal_count=2971 2912 1875 1037 1814 1735 981 929 854 424 363 430 134 296 1683 411 243 168 1272 195 1077
is_linear=0
shrinkage=0.0118477


Tree=2305
num_leaves=18
num_cat=0
split_feature=15 49 10 13 13 49 12 52 16 16 12 150 160 52 12 49 159
split_gain=69.6477 26.0561 12.5478 9.99404 7.16322 6.69361 5.53544 5.26445 4.34321 3.72412 3.64584 3.16191 2.78797 3.30452 2.3069 2.16831 1.37526
threshold=-0.24211499999999997 -0.034759999999999992 -0.0093599999999999985 -0.17030499999999998 -0.097709999999999977 -0.06017999999999999 -0.088189999999999977 0.056265000000000009 -0.43491999999999992 0.035560000000000008 0.11697000000000002 -0.07009 -1.0000000180025095e-35 -0.085519999999999985 0.093455000000000024 0.11892000000000001 0.082200000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -3 -4 12 -5 8 -1 -10 11 -8 -6 -14 15 -13 -16
right_child=1 3 4 6 5 -7 10 -9 9 -11 -12 14 13 -15 16 -17 -18
leaf_value=0.0014729428658194904 0.00076387130473943719 0.0017838995074509565 0.0012883210944472771 0.0020625504276300033 0.0030223823459939901 0.001504032733317714 0.0023178974290016851 0.0017406828439917588 -6.109563080794174e-05 0.00099115153633861242 0.0023356131333618882 0.0030213974515922626 0.002904226368982436 0.0020295978153866447 0.0027316138949338565 0.0024467094621096318 0.003184966748298706
leaf_weight=54 55 73 55 69 91 54 71 71 54 57 94 1378 60 89 508 57 63
leaf_count=54 55 73 55 69 91 54 71 71 54 57 94 1378 60 89 508 57 63
internal_value=0 0.00271341 0.00204002 0.00283101 0.00224104 0.00241916 0.00286512 0.00108625 0.000804457 0.000478971 0.00289062 0.00291572 0.00262494 0.002382 0.00293687 0.00299859 0.00278169
internal_weight=0 2717 404 2313 349 294 2240 236 165 111 2171 2077 240 149 2006 1435 571
internal_count=2953 2717 404 2313 349 294 2240 236 165 111 2171 2077 240 149 2006 1435 571
is_linear=0
shrinkage=0.00287267


Tree=2306
num_leaves=16
num_cat=0
split_feature=4 52 4 16 123 3 0 2 130 2 123 0 2 1212 52
split_gain=4.83654 2.61199 2.48965 2.80064 3.17991 1.82954 1.76839 1.46004 1.15624 1.06249 1.13566 0.994696 2.82344 1.31794 0.680824
threshold=0.27258000000000004 0.042815000000000006 0.41248000000000007 -0.53117499999999984 0.087570000000000023 -0.15500999999999998 0.11737000000000002 0.14253500000000002 0.10357000000000001 -0.007134999999999999 0.084495000000000015 -0.10071499999999999 0.10100500000000003 0.090175000000000019 0.089015000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 6 -1 8 9 -7 11 12 -11 -13 -10
right_child=1 -3 3 4 -6 7 -8 -9 14 10 -12 13 -14 -15 -16
leaf_value=0.0043098785440325547 -0.0032457293145158033 0.0019772536912026728 0.0024710954625429341 -0.0025530988588265656 0.0015011760771494478 0.00018442738442757547 0.0014772915129436198 -0.00026950584409891432 -0.0008292345619631006 0.0018071164245955667 0.0033890217786188108 0.0018829781764891438 -0.00077247955371622279 0.00062500635583700081 0.0011455618479681935
leaf_weight=84 56 82 56 92 55 87 74 80 53 236 68 1580 111 164 75
leaf_count=84 56 82 56 92 55 87 74 80 53 236 68 1580 111 164 75
internal_value=0 -9.7596e-05 -0.000755048 -6.7262e-05 -0.00103522 0.00159156 0.00298413 0.00150185 0.0015616 0.00163191 0.00169017 0.00163486 0.000981533 0.00176476 0.00032676
internal_weight=0 341 259 203 147 2612 158 2454 2374 2246 2159 2091 347 1744 128
internal_count=2953 341 259 203 147 2612 158 2454 2374 2246 2159 2091 347 1744 128
is_linear=0
shrinkage=0.0133425


Tree=2307
num_leaves=22
num_cat=0
split_feature=2 12 3 2 49 2 49 12 3 11 3 2 11 12 31 2 124 3 133 2 3
split_gain=73.9666 34.2592 17.0716 10.5108 6.80844 6.72408 5.78073 5.29151 4.65321 4.48692 4.15191 3.69457 2.9814 2.60727 2.25514 1.69695 0.687874 0.616999 0.790241 0.481847 0.176805
threshold=0.13554000000000002 -0.041014999999999989 0.11745500000000002 0.17553000000000005 -0.021474999999999998 -1.0000000180025095e-35 -0.064889999999999989 0.093455000000000024 -0.088484999999999994 0.07585500000000002 -0.11017499999999998 0.099655000000000007 0.089795000000000014 -1.0000000180025095e-35 -0.080489999999999992 0.089025000000000007 -0.081294999999999992 -0.11211999999999998 -0.037434999999999989 0.088135000000000005 0.14813000000000001
decision_type=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 13 6 14 8 9 -3 10 -6 -7 17 -2 -1 -12 -13 -9 -19 -10 -4
right_child=3 2 20 -5 7 11 -8 12 19 -11 15 16 -14 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=0.00139887521859127 0.00072536502432164762 0.0016923911276101968 0.0013130951923694173 -5.1198771733151403e-05 0.001973906108684643 0.0023307137389968523 0.0013901591823156419 0.0026396866791809498 0.0027035517761645582 0.0031565874390760006 0.0026670001770244252 0.0013338360851908233 0.001807339338899978 0.0014316326048443742 0.00069183813432843657 0.0024571000508331916 0.0017467267956611365 0.0025541865669087482 0.0023125619410813195 0.0023913656957308973 0.0015304127183784779
leaf_weight=57 55 58 52 68 71 61 60 61 72 93 924 53 63 90 61 350 54 115 420 63 52
leaf_count=57 55 58 52 68 71 61 60 61 72 93 924 53 63 90 61 350 54 115 420 63 52
internal_value=0 0.00233659 0.00243398 0.000775871 0.00247875 0.00150083 0.00208285 0.00252651 0.00229806 0.00261341 0.00257583 0.00182884 0.00233683 0.00116393 0.0010336 0.00260936 0.00154247 0.00239276 0.00236455 0.00255807 0.00142202
internal_weight=0 2740 2454 213 2350 286 253 2097 193 1438 1345 168 659 145 118 1274 107 596 535 135 104
internal_count=2953 2740 2454 213 2350 286 253 2097 193 1438 1345 168 659 145 118 1274 107 596 535 135 104
is_linear=0
shrinkage=0.00255085


Tree=2308
num_leaves=25
num_cat=0
split_feature=2 2 2 2 16 52 14 16 2 12 3 151 3 48 52 13 475 9 52 49 52 47 3 16
split_gain=52.1057 22.2594 14.6033 8.14486 6.401 10.4163 4.18797 3.50374 2.83689 1.8228 2.66389 1.73892 2.00564 1.64202 1.47648 1.21847 1.17737 1.11006 1.04503 0.948505 0.759358 0.757982 0.80453 1.31313
threshold=0.13554000000000002 -1.0000000180025095e-35 0.099845000000000003 0.25063000000000007 0.092980000000000021 0.029970000000000007 0.076450000000000004 -0.059289999999999995 0.10433000000000002 0.090455000000000021 0.093925000000000022 -0.081894999999999982 -0.097829999999999986 0.097140000000000018 -0.049669999999999999 -0.083654999999999993 -0.0052149999999999992 0.081505000000000008 -0.41694999999999993 0.0060400000000000011 0.11534500000000002 0.096300000000000011 -0.07106999999999998 -0.053299999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 6 19 5 8 9 17 -4 10 11 15 -13 14 -10 -3 -6 -1 -18 -2 -7 22 23 -11
right_child=3 2 4 -5 16 20 -8 -9 13 21 -12 12 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0012533295183084119 0.00092861119027035088 0.0024353307821782838 0.0019078526782709852 -0.00019094607587911299 0.0026500564081664026 0.0025042572183098188 0.0030753946980655428 0.0017314515118609301 0.00097571219550484614 0.0023936156866569253 0.0019118301060894159 0.0030786918450345243 0.0025242679668789057 0.00075651493078456446 0.0016077584327030131 0.0019513310151183403 0.0024090798798509106 0.00067574226508583545 0.0019242596795235303 0.0013978406485068951 0.0021052168318755672 0.0020555276382810054 0.0025700065047011382 0.0020711749055595781
leaf_weight=59 103 115 54 55 66 66 81 97 53 290 66 58 865 58 73 70 81 52 69 55 103 103 95 166
leaf_count=59 103 115 54 55 66 66 81 97 53 290 66 58 865 58 73 70 81 52 69 55 103 103 95 166
internal_value=0 0.00223592 0.00231015 0.000760686 0.00192802 0.00171561 0.00243484 0.0013322 0.00132804 0.00240644 0.00247446 0.00250795 0.00255914 0.00115771 0.00134214 0.00225236 0.00232812 0.000983024 0.00218627 0.00109214 0.00226124 0.00228429 0.002327 0.0022763
internal_weight=0 2740 2532 213 623 407 1909 208 238 1828 1174 1108 923 184 126 185 216 111 150 158 169 654 551 456
internal_count=2953 2740 2532 213 623 407 1909 208 238 1828 1174 1108 923 184 126 185 216 111 150 158 169 654 551 456
is_linear=0
shrinkage=0.00287267


Tree=2309
num_leaves=24
num_cat=0
split_feature=1 1 12 0 10 150 1 43 47 47 12 12 151 1 1 16 48 42 15 403 12 1 403
split_gain=88.4742 19.7348 14.8596 8.88917 5.96088 4.43329 5.03564 4.23325 3.2432 3.54483 3.09501 2.31398 3.13408 3.34864 3.41022 1.80446 2.24329 1.80361 1.80353 1.39535 1.30051 0.7158 0.488889
threshold=0.10398500000000001 0.13662500000000002 0.023990000000000004 0.14054500000000003 -0.013164999999999998 0.08926000000000002 0.085780000000000009 -0.078169999999999976 0.07906500000000001 0.093765000000000015 0.10700500000000002 0.098180000000000003 -0.086654999999999982 0.09772500000000002 0.091395000000000018 0.0054050000000000009 0.08832000000000001 0.09087000000000002 -0.076929999999999985 -0.084794999999999995 -0.042789999999999988 0.089455000000000021 0.021625000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 5 -3 8 -7 -2 11 -10 17 12 -1 14 -14 16 -9 -4 -13 -20 -6 -11 -21
right_child=1 4 10 -5 20 6 -8 15 9 21 -12 18 13 -15 -16 -17 -18 -19 19 22 -22 -23 -24
leaf_value=0.0026594065165410409 0.001226908161790831 0.00010571378921907423 0.0034133259409961699 0.0019607345219003151 0.0010322772603216883 0.0032116995327248201 0.0020892752307075449 0.0021813228317608176 0.0041192626648252637 0.0034999231687673346 0.0022177470731990665 0.0034522194846113817 0.0033084032268499994 0.0040381304656031828 0.0027785768631680158 0.0025034630426403327 0.0014023382580655504 0.0027148289145314908 0.0032502764279740727 0.0025526212281234118 0.0017018807270136682 0.0030547125689285724 0.0029206047506621516
leaf_weight=81 96 53 80 56 56 87 70 82 83 86 53 55 1306 56 130 55 64 66 55 110 57 62 54
leaf_count=81 96 53 80 56 56 87 70 82 83 86 53 55 1306 56 130 55 64 66 55 110 57 62 54
internal_value=0 0.00189516 0.0022058 0.00318588 0.000966771 0.00321657 0.00271147 0.00176495 0.00325471 0.00360325 0.00286358 0.0032111 0.00325724 0.00328967 0.00326046 0.00202177 0.00184008 0.00309779 0.00294612 0.00281887 0.00137034 0.00331364 0.00267399
internal_weight=0 662 496 2291 166 2235 157 297 2078 231 199 1847 1573 1492 1436 201 146 146 274 219 113 148 164
internal_count=2953 662 496 2291 166 2235 157 297 2078 231 199 1847 1573 1492 1436 201 146 146 274 219 113 148 164
is_linear=0
shrinkage=0.00310948


Tree=2310
num_leaves=21
num_cat=0
split_feature=4 2 376 2 0 14 2 0 15 2 43 4 0 15 2 4 13 49 475 15
split_gain=163.097 53.3947 21.0614 20.381 15.5816 13.158 6.63817 6.6181 6.39453 5.83353 4.15976 3.56754 6.24996 2.55924 2.20159 1.98223 1.93519 2.46879 1.4067 1.22567
threshold=0.31392000000000003 0.13388500000000003 0.048375000000000008 0.099965000000000012 -0.12851999999999997 0.073890000000000011 0.088065000000000018 -0.076734999999999984 -0.43091499999999999 0.11248000000000001 -0.049999999999999996 -0.17568999999999999 -0.062109999999999992 -0.032144999999999993 0.091235000000000024 -0.0042499999999999994 -0.089359999999999981 0.10228500000000001 -0.064634999999999984 -0.14773499999999998
decision_type=2 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 -4 14 10 -10 -2 -9 -13 -3 19 -16 -6 18 -18 -1
right_child=8 13 6 4 16 -7 -8 11 9 -11 -12 12 -14 -15 15 -17 17 -19 -20 -21
leaf_value=0.0035580802476265975 0.00084193637930413524 0.0015335323922862295 0.0011455148012753113 0.0015110606938516019 0.0022792509044025277 0.0041626892307357714 0.0024494307764398359 0.0032689237640350166 0.0011634132054650379 0.00015604547474190207 0.0016956489470490981 0.0028624758449537894 0.0020191491039427451 0.00077404006491526656 0.0031297969887353573 0.0026460887013154705 0.0032777102018241113 0.0023936834784629973 0.0028227710853317572 0.0031757727633230839
leaf_weight=61 76 64 52 86 55 78 54 77 63 102 79 227 81 57 133 103 61 76 201 1173
leaf_count=61 76 64 52 86 55 78 54 77 63 102 79 227 81 57 133 103 61 76 201 1173
internal_value=0 0.00286467 0.0029458 0.00299571 0.00251494 0.00311483 0.00181004 0.00307075 0.00089762 0.000540845 0.00127723 0.00276648 0.00264078 0.00117598 0.00315042 0.0029188 0.00273455 0.00280856 0.0029288 0.00319469
internal_weight=0 2639 2518 2412 479 1933 106 1855 320 165 155 385 308 121 1470 236 393 338 262 1234
internal_count=2959 2639 2518 2412 479 1933 106 1855 320 165 155 385 308 121 1470 236 393 338 262 1234
is_linear=0
shrinkage=0.00260187


Tree=2311
num_leaves=27
num_cat=0
split_feature=1 2 15 4 12 3 0 34 2 12 4 12 15 42 133 43 3 1 50 43 4 2 133 4 3 11
split_gain=5.17452 1.97156 2.09343 3.98349 2.5562 1.91171 1.7325 1.52317 4.56783 1.3216 2.19976 1.31022 1.13504 1.06551 0.972834 0.845964 0.956722 0.827525 0.840968 0.816541 0.741115 0.727998 0.656357 0.873913 0.635465 0.169526
threshold=0.09518500000000002 0.095850000000000005 -0.40166999999999992 -0.111135 0.084535000000000013 0.0098450000000000013 -0.14920999999999998 -0.08330499999999999 -1.0000000180025095e-35 0.091290000000000024 -0.10429499999999998 0.092085000000000014 -0.090324999999999989 0.097025000000000014 -0.42663499999999993 -0.15961499999999998 -0.095554999999999987 0.089745000000000019 0.10861000000000003 -0.074359999999999996 0.057200000000000008 0.11835000000000002 0.42957000000000006 -0.0099999999999999985 -0.075579999999999994 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
left_child=6 7 5 25 19 -3 12 -2 -9 13 -11 -10 -1 15 -12 -8 -17 18 -18 -5 -21 22 23 -16 -13 -4
right_child=1 2 3 4 -6 -7 9 8 11 10 14 24 -14 -15 21 16 17 -19 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=0.0028907565050784621 0.0042158117832647481 0.00075992729744838827 0.003115207902714905 -0.0018878577736333676 -0.0041883554137523106 0.0047655332003191291 0.00096966240928315754 -0.001324141656459728 0.0048745617129248783 -0.0010072367619496192 0.0042902174703110668 0.0011716155360524648 0.0059257831494808908 0.0052023173746423637 0.002186328168848796 0.0044505922729781173 0.0028395851314294098 0.0043112788571128303 0.0010985417303059338 -0.00090933917383450615 0.00136168847947239 0.0037400562614820585 0.0032373432703439887 0.00058774736839408348 0.003114984561455232 0.0018888617474554475
leaf_weight=56 76 71 60 55 52 53 56 91 62 53 61 84 72 53 278 103 886 89 77 64 85 66 84 127 88 57
leaf_count=56 76 71 60 55 52 53 56 91 62 53 61 84 72 53 278 103 886 89 77 64 85 66 84 127 88 57
internal_value=0 0.00135008 0.000678461 8.13043e-05 -0.00103223 0.00247337 0.00280085 0.00218205 0.00170594 0.00268167 0.0021077 0.00288503 0.00459929 0.00298532 0.00237599 0.00288816 0.00298103 0.00283698 0.00270055 -0.000226894 0.000385071 0.00216529 0.00195239 0.00168547 0.00216689 0.00251921
internal_weight=0 898 497 373 256 124 2061 401 325 1933 669 234 128 1264 616 1211 1155 1052 963 204 149 555 489 405 172 117
internal_count=2959 898 497 373 256 124 2061 401 325 1933 669 234 128 1264 616 1211 1155 1052 963 204 149 555 489 405 172 117
is_linear=0
shrinkage=0.0159455


Tree=2312
num_leaves=25
num_cat=0
split_feature=2 33 2 0 12 0 16 3 3 40 12 43 47 151 0 47 0 15 15 16 42 42 2 3
split_gain=3.40264 1.94618 2.0403 1.71372 3.25227 3.31747 2.65312 1.57583 1.55867 1.1106 0.941755 1.56608 1.27406 1.99588 1.74869 1.05023 1.04714 1.06596 0.547066 0.567237 0.481841 0.433355 0.378813 0.37511
threshold=0.10644500000000001 0.084300000000000014 -0.10238999999999998 0.12366000000000001 -0.10063999999999999 -0.073664999999999994 -0.0024749999999999993 0.13470000000000001 -0.0005399999999999999 -0.085354999999999986 0.090285000000000018 -0.03898999999999999 0.07906500000000001 0.011180000000000001 -0.22480499999999998 0.092930000000000013 -0.063509999999999983 0.091195000000000012 -0.070974999999999983 0.51165500000000008 0.094640000000000016 -0.050194999999999997 0.13631000000000001 -0.082354999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 7 8 -6 -4 12 16 13 14 -11 -14 17 -12 22 20 -20 -13 -7 -23
right_child=3 -3 9 -5 5 18 -8 -9 -10 10 11 21 15 -15 -16 -17 -18 -19 19 -21 -22 23 -24 -25
leaf_value=-0.00037091359760204267 0.0044524181347192961 0.0049010156543489039 9.4742242791261913e-06 -0.001658657813567886 -5.3283446413185848e-05 0.0019227020846785217 -0.0034112365718735192 -0.0017787723883294735 0.003122943825600558 0.0050156474536669667 0.0020150211656794468 0.0033983567909950082 0.0053043952112558773 -0.00015296463429065882 0.0022466509697327218 0.0027573715230990912 -0.0006881710007153347 0.00036485219931334982 0.0009343698638436096 0.0036510058792113228 0.0028485990354971914 0.003260574990425045 0.00030903634782937744 0.0018780728356766572
leaf_weight=75 57 52 54 53 91 61 53 57 53 52 243 86 54 72 1070 102 58 131 64 52 52 55 66 196
leaf_count=75 57 52 54 53 91 61 53 57 53 52 243 86 54 72 1070 102 58 131 64 52 52 55 66 196
internal_value=0 0.00208142 0.00201613 0.000880327 0.00110264 0.000754566 -0.000479038 0.000293347 0.00111465 0.00209859 0.00215176 0.00173953 0.00238646 0.00222254 0.00237512 0.00364004 0.00115169 0.00143744 0.00181725 0.00236961 0.00179383 0.0024926 0.00108534 0.00218164
internal_weight=0 2300 2248 659 606 549 254 201 144 2173 2119 769 1350 1194 1122 156 432 374 295 168 116 337 127 251
internal_count=2959 2300 2248 659 606 549 254 201 144 2173 2119 769 1350 1194 1122 156 432 374 295 168 116 337 127 251
is_linear=0
shrinkage=0.0147311


Tree=2313
num_leaves=25
num_cat=0
split_feature=4 2 123 3 4 3 2 0 14 39 0 4 0 2 15 123 43 2 43 4 1453 50 43 3
split_gain=83.5214 24.2491 12.2182 11.1201 5.70876 4.81694 4.30762 3.63212 3.4116 3.16779 2.20629 3.49126 5.91061 2.69754 1.93175 1.71207 1.59205 1.33164 1.18535 1.1484 0.982543 0.722728 0.67344 0.683256
threshold=0.31392000000000003 0.10615500000000001 1.0000000180025095e-35 -0.049204999999999992 0.078235000000000013 0.31395500000000004 0.11504500000000002 -0.079249999999999987 0.073890000000000011 0.055555000000000007 -0.076734999999999984 -0.17568999999999999 -0.062109999999999992 0.095785000000000023 -0.43091499999999999 0.085110000000000005 -0.072074999999999986 0.098500000000000018 -0.084879999999999983 0.10055500000000002 -0.014859999999999998 0.090490000000000015 0.0037100000000000002 -0.079574999999999993
decision_type=2 2 2 2 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 18 7 6 9 -5 10 -2 13 17 21 19 -8 -4 -15 -12 -3 20 -1 -13 23 -20
right_child=5 3 15 4 -6 -7 14 -9 -10 -11 11 12 -14 16 -16 -17 -18 -19 22 -21 -22 -23 -24 -25
leaf_value=0.0021125038004662531 0.0016910390697933084 0.0016782346537577693 0.0011095866928064857 0.00047680481804244904 0.0018957497960874834 0.00013346914106143762 0.00096259126719342402 0.0012971558117284016 0.0028576341730646429 0.00082500916385545571 0.0027906458432425669 0.0021264140570397458 0.0014137913634174346 0.0023829785336683252 0.00034743561221862708 0.0017701180214269362 0.0018115978068343507 0.0022295668516947166 0.0023663041496969611 0.0020774710751708708 0.0024346518545693497 0.0024332991183550275 0.0018573269376962189 0.0019959142576884545
leaf_weight=69 64 62 54 69 55 64 63 78 83 52 66 178 82 53 77 53 90 52 74 72 1249 76 59 65
leaf_count=69 64 62 54 69 55 64 63 78 83 52 66 178 82 53 77 53 90 52 74 72 1249 76 59 65
internal_value=0 0.00218011 0.00229504 0.00163849 0.0011802 0.000772425 0.000932055 0.000912282 0.00233938 0.00130306 0.00231771 0.0021577 0.00202208 0.00236508 0.000624454 0.00143703 0.00202356 0.00254363 0.00199445 0.0024002 0.00241781 0.00221835 0.00209333 0.0021933
internal_weight=0 2639 2177 462 202 320 256 147 2070 116 1987 454 336 1533 140 107 143 118 260 1390 1318 254 198 139
internal_count=2959 2639 2177 462 202 320 256 147 2070 116 1987 454 336 1533 140 107 143 118 260 1390 1318 254 198 139
is_linear=0
shrinkage=0.00260187


Tree=2314
num_leaves=20
num_cat=0
split_feature=4 40 13 14 4 0 10 40 160 0 0 48 12 4 16 52 16 16 0
split_gain=162.286 42.2345 20.7481 8.57333 6.72382 9.67232 6.10177 5.44924 5.57241 7.07947 4.98132 4.60442 3.72841 3.55628 3.54191 2.50188 2.21414 2.12451 1.26303
threshold=0.31392000000000003 -0.034699999999999988 -0.27740999999999993 0.073890000000000011 0.018150000000000003 -0.11073999999999999 -1.0000000180025095e-35 -0.080249999999999988 -0.077034999999999978 -0.10298499999999998 -0.079249999999999987 0.089025000000000007 -0.042789999999999988 -0.49269499999999994 -0.35377499999999995 0.01787 -1.0000000180025095e-35 0.022165000000000004 -0.11656999999999999
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 -1 -2 -9 -10 17 -8 -11 -12 18 16 -16 -7 -6
right_child=7 2 3 -5 14 10 11 8 9 12 13 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=0.0010761352965087945 0.00017506463703827359 0.0017257872244667699 0.0023855092270448465 0.0041054404166071378 0.0035836117825552858 0.0034694028015612418 0.0025209805569769623 0.0019179901164661957 0.0014853383740875035 -0.00010503334310951809 0.003573302487247305 0.0014887382512190762 0.0009236941131926784 0.0030349203037966527 0.0025627375567017748 0.0022197357608896599 0.0031627740101500307 0.0030195716734761464 0.0029845586527047462
leaf_weight=57 58 75 94 86 55 1007 98 56 94 53 118 53 59 577 106 70 92 92 59
leaf_count=57 58 75 94 86 55 1007 98 56 94 53 118 53 59 577 106 70 92 92 59
internal_value=0 0.00308069 0.00318493 0.00323136 0.00319823 0.00326729 0.0018623 0.000956795 0.00112973 0.000915306 0.00331348 0.00215887 0.000436617 0.00312637 0.00285685 0.00267935 0.00284169 0.00343177 0.00327384
internal_weight=0 2639 2431 2356 2270 1888 208 320 262 206 1794 151 112 695 382 268 198 1099 114
internal_count=2959 2639 2431 2356 2270 1888 208 320 262 206 1794 151 112 695 382 268 198 1099 114
is_linear=0
shrinkage=0.00281635


Tree=2315
num_leaves=18
num_cat=0
split_feature=10 16 1 156 14 43 11 483 48 1 52 15 1454 131 160 15 39
split_gain=4.04807 2.19009 1.92187 1.7891 1.17935 2.03287 1.6963 1.09528 1.19558 0.996441 1.61741 1.76239 1.55582 0.98738 0.898001 0.61119 0.74641
threshold=-1.0000000180025095e-35 -0.076439999999999994 0.11156000000000001 0.10307000000000001 0.073890000000000011 -0.50182499999999985 1.0000000180025095e-35 0.086370000000000016 0.097890000000000019 0.080320000000000016 0.093130000000000004 0.085550000000000015 0.08141000000000001 0.089055000000000009 -0.076594999999999983 -0.047249999999999993 0.088485000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 5 -2 9 8 15 12 11 -11 14 -12 -7 16 -4
right_child=2 -3 3 -5 -6 6 -8 -9 -10 10 13 -13 -14 -15 -16 -17 -18
leaf_value=-0.0022905879318321867 -0.00089413739020952477 0.00089073797308093197 0.0016402701571963895 0.0030853733025904308 0.0033295541643030245 0.0026279175204460205 0.0034835437644446486 0.0020194388685708061 -0.0015926399697230062 0.00034794984373265195 0.004114244352015275 0.0019048927447968174 -0.00011341177389660456 0.001617682876965497 0.0018044956421964387 -0.00076431411992716519 -0.00033160622903104269
leaf_weight=75 54 86 100 52 87 319 103 61 66 343 52 222 68 68 1078 52 55
leaf_count=75 54 86 100 52 87 319 103 61 66 343 52 222 68 68 1078 52 55
internal_value=0 -0.000590344 0.00162859 0.000736814 0.00177232 0.00171353 0.0017761 0.000370734 1.81038e-06 0.00169423 0.00126513 0.000959962 0.00189477 0.00270074 0.00199263 0.000510888 0.000939635
internal_weight=0 161 2780 386 2394 2307 2253 334 273 2150 685 565 1465 120 1397 207 155
internal_count=2941 161 2780 386 2394 2307 2253 334 273 2150 685 565 1465 120 1397 207 155
is_linear=0
shrinkage=0.0136093


Tree=2316
num_leaves=27
num_cat=0
split_feature=1 3 0 4 1 43 13 3 4 12 39 4 0 4 13 4 1 1454 3 3 15 4 133 133 1 4
split_gain=139.124 35.0464 12.792 10.971 8.4375 6.61957 6.29582 5.46563 4.4702 3.93009 3.50246 2.94651 2.56328 1.65034 1.63957 1.60683 1.35028 1.30776 1.07063 0.885087 0.72031 1.46457 0.631558 1.63177 0.62039 0.110398
threshold=0.10075500000000003 -0.049204999999999992 -0.061204999999999989 0.31392000000000003 0.13612500000000002 -0.080384999999999984 -0.0042049999999999995 0.093925000000000022 -0.42305999999999994 0.090455000000000021 0.0047850000000000011 0.27420500000000009 -0.14755499999999996 -0.076329999999999995 -0.085684999999999997 -0.013359999999999999 0.090195000000000011 0.08141000000000001 -0.091364999999999988 -0.0091399999999999988 0.090075000000000002 -0.079524999999999985 0.11524500000000001 0.077945 0.11779500000000002 -0.14595999999999995
decision_type=2 2 2 2 2 2 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 15 6 -4 19 9 -7 10 12 -8 -1 20 -6 25 17 -14 -15 -3 -11 -22 23 -20 -21 -2
right_child=1 4 5 -5 14 8 11 -9 -10 13 -12 -13 16 18 -16 -17 -18 -19 22 24 21 -23 -24 -25 -26 -27
leaf_value=0.0037176170284695903 0.0031340312568281445 0.0014230370099061231 0.001910517371865616 0.0016373107762888309 0.0004755086011302682 0.003248811369895876 0.0023043249017494134 0.002335942545288894 0.0024002737572113831 0.003373302674636286 0.0026640236756379845 0.0015117650888287273 0.0032999426422672951 0.0026083677404378511 0.0010455779466804285 0.0025537003752659228 0.0028405508158965368 0.0028884917663931594 0.0029155779962843128 0.0012430715785641921 0.0027560116249380501 0.0033296499932115829 0.0027765285218637847 0.0033817447185855434 0.00083419812555372212 0.0029446850253018165
leaf_weight=92 52 74 86 78 75 85 76 58 91 93 67 59 937 71 68 91 54 59 220 54 60 68 96 71 52 54
leaf_count=92 52 74 86 78 75 85 76 58 91 93 67 59 937 71 68 91 54 59 220 54 60 68 96 71 52 54
internal_value=0 0.00173159 0.00306609 0.0024806 0.0012818 0.00251502 0.00152459 0.00314027 0.00281024 0.00316496 0.00325598 0.00195816 0.00329069 0.00300285 0.000746789 0.00281435 0.00325325 0.0032756 0.00291126 0.00119925 0.00319254 0.00306098 0.00296676 0.00302941 0.00104276 0.00303784
internal_weight=0 733 2208 275 458 262 315 1946 176 1888 1209 135 1142 679 143 197 1050 996 458 180 221 128 387 291 106 106
internal_count=2941 733 2208 275 458 262 315 1946 176 1888 1209 135 1142 679 143 197 1050 996 458 180 221 128 387 291 106 106
is_linear=0
shrinkage=0.00265391


Tree=2317
num_leaves=19
num_cat=0
split_feature=10 1 16 3 0 16 3 376 480 50 12 4 12 0 12 49 0 16
split_gain=3.13076 1.65438 1.55453 1.53003 1.56046 2.16296 1.39694 1.36646 1.20939 0.9821 1.01991 1.86675 1.43955 0.929767 1.26534 1.11461 0.70216 0.492482
threshold=-1.0000000180025095e-35 0.11156000000000001 -0.076439999999999994 0.11878500000000002 -0.14259999999999998 -0.016079999999999994 0.090170000000000014 0.085355000000000014 -0.060589999999999998 -0.23108499999999996 0.083945000000000006 -0.00076499999999999995 0.084450000000000011 -0.16423499999999996 -0.025219999999999996 -0.029519999999999998 -0.062714999999999979 -0.15693499999999996
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 5 6 17 13 -6 -10 11 -11 -12 -3 -15 -16 -17 -2
right_child=1 7 -4 -5 8 -7 -8 -9 9 10 12 -13 -14 14 15 16 -18 -19
leaf_value=-0.002008871176914289 0.002286987223288196 -0.00053399828856623671 0.00095040243866131467 -0.00057779729146886761 -0.0002297762745379385 0.0054491277571024699 0.0040827068136433308 -0.0014017663337854364 0.0039068364528602002 0.00028888268343784616 0.0041894459055964884 0.0028743281609113071 0.0018718126817032794 0.0032706133696551168 -0.00095711161084986317 0.0025957494460252407 0.00053562769916082548 0.00032272463072075132
leaf_weight=75 55 59 86 56 64 64 60 54 52 223 63 88 1608 71 52 77 73 61
leaf_count=75 55 59 86 56 64 64 60 54 52 223 63 88 1608 71 52 77 73 61
internal_value=0 0.0017272 -0.000427145 0.00187444 0.00193324 0.00308191 0.00222019 0.000813616 0.00180176 0.00186577 0.00181214 0.00102097 0.00195929 0.00117443 0.00154424 0.000936652 0.00159423 0.00125544
internal_weight=0 2780 161 2394 2338 240 176 386 2098 2034 1982 311 1671 332 273 202 150 116
internal_count=2941 2780 161 2394 2338 240 176 386 2098 2034 1982 311 1671 332 273 202 150 116
is_linear=0
shrinkage=0.0150258


Tree=2318
num_leaves=13
num_cat=0
split_feature=10 47 10 1348 0 51 159 52 12 0 0 12
split_gain=2.16574 1.42714 1.32476 1.02036 1.36948 1.53747 1.18502 1.006 1.78542 0.92919 0.8656 0.854417
threshold=-1.0000000180025095e-35 0.11224000000000002 -0.23313499999999995 0.084895000000000012 -0.23146499999999998 -0.23729499999999998 -0.46319999999999995 0.27203000000000005 0.093910000000000007 -0.13409999999999997 -0.07002499999999999 0.091395000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 10 -7 9 -9 -8 -6 -3
right_child=1 11 -4 -5 5 6 7 8 -10 -11 -12 -13
leaf_value=0.0012537834984275671 0.0034324342574564826 -0.00091791362607560761 -0.0012488590893669699 -0.00050005995358384466 0.004090384309426774 0.0028235470555995562 0.00054746851942408963 -0.0010801436481320181 0.0016847633891298155 0.0013908715261464085 0.0018024887747987107 0.0010870823624668153
leaf_weight=60 57 81 101 52 53 84 266 89 78 1882 67 71
leaf_count=60 57 81 101 52 53 84 266 89 78 1882 67 71
internal_value=0 0.00127565 -0.000315313 0.00134835 0.00138572 0.00133935 0.00126552 0.00120893 0.000210397 0.00128649 0.00281416 1.76935e-05
internal_weight=0 2780 161 2628 2576 2519 2399 2315 167 2148 120 152
internal_count=2941 2780 161 2628 2576 2519 2399 2315 167 2148 120 152
is_linear=0
shrinkage=0.0133425


Tree=2319
num_leaves=28
num_cat=0
split_feature=4 12 2 2 2 0 2 12 2 12 3 4 0 15 3 39 150 0 0 49 157 475 12 16 4 2 42
split_gain=201.065 78.3035 30.4678 22.2932 12.7287 11.6933 9.61187 7.5779 7.2225 8.46836 6.53163 5.45892 5.65715 4.56717 4.24901 4.2286 4.18992 4.03351 3.21125 2.60638 2.41065 2.46021 1.99288 1.70687 0.884772 0.639561 0.305294
threshold=0.31392000000000003 0.078120000000000009 0.10859000000000001 0.072175000000000017 0.13270000000000001 -0.066574999999999981 0.14132000000000003 0.090455000000000021 0.094905000000000017 -1.0000000180025095e-35 0.31395500000000004 0.032770000000000001 -0.094949999999999993 -0.43091499999999999 -0.13117499999999996 0.087880000000000014 0.082590000000000011 -0.10594499999999998 -0.12851999999999997 -1.0000000180025095e-35 -0.081534999999999982 -0.076114999999999988 0.098355000000000012 0.0060400000000000011 -0.085189999999999974 0.089310000000000014 0.092110000000000011
decision_type=2 2 2 2 2 2 2 2 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 18 14 19 -10 13 12 -9 15 -3 -2 -15 -16 -4 -5 -14 -22 26 24 -19 -25 -13
right_child=10 4 6 8 -6 -7 -8 11 9 -11 -12 22 20 16 17 -17 -18 23 -20 -21 21 -23 -24 25 -26 -27 -28
leaf_value=0.003006618701182788 0.0023371177478465114 0.0047360387122335826 0.0017021065565257351 0.0035746335369173363 0.0025128025900488121 0.0011771134027755478 0.00070783577749655875 0.0047294338703722091 0.0023271896499195669 0.0037873851065205067 0.0003941576549403601 0.0037021145442199988 0.0032379695498440742 0.00068665845326298393 0.0033013034703272427 0.0012743065220836257 0.0016895260189014997 0.004328107938358812 0.0026342070025837461 0.0043777997247852517 0.0044224519697037747 0.0037798474714679118 0.0029578749211932429 0.0035162850921487414 0.0040827370287486019 0.0039576949476967114 0.003398042977422285
leaf_weight=55 65 75 61 55 52 56 53 54 59 68 57 57 60 81 56 55 56 146 57 79 52 594 76 52 696 57 57
leaf_count=55 65 75 61 55 52 56 53 54 59 68 57 57 60 81 56 55 56 146 57 79 52 594 76 52 696 57 57
internal_value=0 0.00364209 0.00268934 0.00314175 0.00389032 0.0020839 0.00170499 0.00392556 0.00359152 0.00310926 0.00125739 0.00374163 0.00384862 0.00144873 0.00408702 0.00185025 0.00109681 0.00403865 0.00215261 0.00404837 0.00378121 0.00383162 0.00331351 0.00408203 0.00412532 0.00374739 0.00355034
internal_weight=0 2627 543 372 2084 111 171 2032 261 127 314 950 760 257 1082 120 137 1007 118 134 706 646 190 951 842 109 114
internal_count=2941 2627 543 372 2084 111 171 2032 261 127 314 950 760 257 1082 120 137 1007 118 134 706 646 190 951 842 109 114
is_linear=0
shrinkage=0.00281635


Tree=2320
num_leaves=12
num_cat=0
split_feature=14 14 49 30 1375 15 1429 158 131 16 16
split_gain=1.46293 1.84247 1.25689 1.61736 1.24461 1.24102 1.09432 1.18357 1.00815 0.638882 0.483195
threshold=-0.31108499999999994 -1.0000000180025095e-35 0.11580500000000001 0.086535000000000015 -0.10702499999999998 -0.063834999999999989 0.086765000000000009 0.11714000000000001 0.08987500000000001 -0.073309999999999986 0.065285000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 9 7 8 -6 -4 -8
right_child=1 2 5 -5 6 -7 10 -9 -10 -11 -12
leaf_value=-0.00038815529254836563 0.0043832374711042163 -0.0006822972339961959 0.00016726702205879031 -0.00097400956944767583 0.0014971947605948689 -0.0012521355582458542 0.0022414729944229645 0.0037363173100758329 0.0024388064428811961 0.0026214524791253768 0.0042267947204794112
leaf_weight=91 58 52 52 56 2021 74 62 67 323 52 59
leaf_count=91 58 52 52 56 2021 74 62 67 323 52 59
internal_value=0 0.0016236 0.00156674 0.00165249 0.00170947 0.000294131 0.00175866 0.0016857 0.00162702 0.00139596 0.0032109
internal_weight=0 2876 2818 2640 2584 178 2532 2411 2344 104 121
internal_count=2967 2876 2818 2640 2584 178 2532 2411 2344 104 121
is_linear=0
shrinkage=0.0156328


Tree=2321
num_leaves=21
num_cat=0
split_feature=50 1 34 3 11 3 3 1456 51 1456 3 1 51 16 43 133 3 3 52 39
split_gain=1.31511 1.62975 1.65947 1.34353 2.84824 1.34128 1.51869 1.09656 1.19602 1.05445 0.947579 1.35345 0.920453 0.97668 0.747106 0.828636 0.770642 0.853561 0.944329 0.524199
threshold=0.067370000000000013 0.12072500000000001 -1.0000000180025095e-35 -0.15500999999999998 0.080705000000000013 -0.14088999999999999 -0.10690999999999999 -0.070654999999999982 -0.26677999999999996 -0.090374999999999997 -0.0075749999999999993 0.13831000000000002 -0.032999999999999995 -0.020389999999999995 0.0085250000000000031 -0.021469999999999996 -0.083154999999999993 -0.015169999999999998 0.042815000000000006 0.088850000000000026
decision_type=2 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 -5 -7 9 -9 -8 19 -12 -2 14 15 -14 -17 18 -18 -3
right_child=12 10 3 5 -6 6 7 8 -10 -11 11 -13 13 -15 -16 16 17 -19 -20 -21
leaf_value=0.0038824784466173728 0.00012092803747160082 0.00016260248975613284 -0.0034388367784944588 0.0039558020242326042 0.0015353228347684494 -0.0010497287842110424 0.0016459340068185726 -0.00089853908267423439 0.0014092320802619081 0.0045953565016955958 -0.0023400780443419223 0.00068877576585518296 0.0043413100984113807 0.0039078832809024576 0.00073370316672118205 0.00080099945338648964 0.0047292444915150557 0.00085648957653589725 0.0017687141270882221 0.0024697492267737962
leaf_weight=74 59 62 52 58 90 73 85 67 1544 59 82 87 53 95 101 96 71 52 55 52
leaf_count=74 59 62 52 58 90 73 85 67 1544 59 82 87 53 95 101 96 71 52 55 52
internal_value=0 0.00122995 0.00139225 0.0013013 -0.000284928 0.00142082 0.00134029 0.00143981 0.00131314 0.00285563 2.3767e-05 -0.000779777 0.00212772 0.00235376 0.00200838 0.00240153 0.00202566 0.00268514 0.00343838 0.00121657
internal_weight=0 2385 2102 2028 142 1886 1828 1755 1611 144 283 169 582 523 428 327 274 178 126 114
internal_count=2967 2385 2102 2028 142 1886 1828 1755 1611 144 283 169 582 523 428 327 274 178 126 114
is_linear=0
shrinkage=0.0169215


Tree=2322
num_leaves=29
num_cat=0
split_feature=2 2 2 2 10 15 150 124 15 16 160 2 15 16 52 16 3 3 2 3 3 16 160 2 42 16 52 1211
split_gain=59.7316 21.8107 14.3484 11.5577 10.801 9.20372 4.81377 4.66157 3.4786 3.35334 3.99533 3.13998 3.73804 2.72192 2.41123 4.94116 2.27375 2.27175 2.11511 2.05421 1.60251 1.44427 1.8429 1.40526 1.10849 0.982893 0.889476 0.721588
threshold=0.11693000000000002 -1.0000000180025095e-35 0.14870000000000003 0.089545000000000013 -0.07564499999999999 -0.11739999999999999 0.082085000000000019 -1.0000000180025095e-35 -0.076594999999999983 0.0054050000000000009 -0.076219999999999996 0.10859000000000001 -0.079149999999999984 -0.0021749999999999994 0.023800000000000005 0.065285000000000024 0.018975000000000002 -0.13117499999999996 0.17553000000000005 -0.0024599999999999995 0.0043700000000000006 -0.081729999999999983 -0.090189999999999979 0.10179000000000001 0.083925000000000013 0.25968500000000005 -0.0092149999999999992 0.083495000000000014
decision_type=2 2 2 2 2 2 2 2 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 9 -1 19 11 -6 -8 13 -11 16 -13 20 15 -7 17 -5 -4 -2 21 27 -23 -19 -12 -26 -14 -3
right_child=2 3 18 6 7 14 8 -9 -10 10 24 12 26 -15 -16 -17 -18 23 -20 -21 -22 22 -24 -25 25 -27 -28 -29
leaf_value=0.002718428604889946 0.001376411293319808 0.0028599896245625426 0.00086660019159138146 0.0028736084917656969 0.0006649304933745361 0.0011615777736607496 0.0013564159861177479 0.0016673973543177979 0.0023105046086145291 0.0017660053205797448 0.0029624763703839851 0.0014128983977405279 0.0020970105533789185 0.0034409374988375258 0.002586241477847015 0.0023925775275206508 0.0029241696195148573 0.0024144544892914328 0.00010815327702592586 0.00057419282704839066 0.0023094496578447915 0.0030081170927661379 0.0025899878873786651 0.0020105863019540763 0.0022086408703814227 0.0027441389458707534 0.00260812186038379 0.0032057945003183862
leaf_weight=53 55 424 57 80 76 52 73 84 60 62 59 56 65 53 53 61 87 402 71 55 65 117 419 92 62 58 55 61
leaf_count=53 55 424 57 80 76 52 73 84 60 62 59 56 65 53 53 61 87 402 71 55 65 117 419 92 62 58 55 61
internal_value=0 0.00246974 0.00125734 0.00255113 0.00157153 0.00163344 0.00230582 0.00119142 0.00178707 0.00272354 0.00240858 0.00238822 0.00203942 0.00279015 0.00206917 0.00182638 0.00248104 0.00241383 0.000446144 0.000975586 0.00275836 0.00278691 0.00268132 0.0023393 0.00263097 0.00246773 0.00233153 0.00290355
internal_weight=0 2563 404 2350 213 276 970 160 133 1380 241 837 176 1139 166 113 661 574 128 110 1086 1021 536 494 179 120 120 485
internal_count=2967 2563 404 2350 213 276 970 160 133 1380 241 837 176 1139 166 113 661 574 128 110 1086 1021 536 494 179 120 120 485
is_linear=0
shrinkage=0.00293013


Tree=2323
num_leaves=28
num_cat=0
split_feature=12 12 13 16 147 13 16 10 13 12 12 16 42 16 13 42 42 51 16 52 484 52 16 12 42 42 42
split_gain=130.824 32.8713 28.1737 14.9471 10.0096 9.90816 10.2775 8.23111 7.68395 5.2735 5.03014 4.59139 4.06014 3.14733 2.97316 1.96144 2.30725 2.56214 1.8539 2.2313 2.57599 1.7745 1.49843 1.3017 1.19162 1.12789 0.946833
threshold=0.056995000000000011 0.10713500000000002 -0.0015099999999999998 -0.25397999999999993 0.088035000000000016 0.044405000000000007 0.058455000000000007 -1.0000000180025095e-35 -0.27740999999999993 0.092755000000000018 -0.09552999999999999 0.052150000000000009 0.09112000000000002 -0.088719999999999979 -0.11760499999999999 0.09901500000000002 0.091555000000000011 -0.09021499999999999 -0.066539999999999988 -0.54340999999999984 -0.0017549999999999998 0.047345000000000005 -0.08909499999999998 0.11819000000000002 -0.011964999999999998 0.088185000000000013 0.094765000000000016
decision_type=2 2 2 2 2 2 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 7 -3 5 6 13 -1 -9 14 -10 23 -12 -4 -2 16 17 -16 21 -20 -21 22 -11 -5 -22 -19 -26
right_child=1 3 4 11 -6 -7 -8 8 10 18 12 -13 -14 -15 15 -17 -18 25 19 20 24 -23 -24 -25 26 -27 -28
leaf_value=0.0004033345558325127 0.0035762090176124964 0.00071244651612246762 0.0017540671281826999 0.0027462486566482303 0.0010483621617389824 0.0014693761051329773 0.0033090269343461235 0.00065156330737713619 0.0022870682744870184 0.0023594273302028341 0.0017429594606661737 0.0017042481470782433 0.00083924622059715934 0.0024527881335870277 0.0025519849685476806 0.0034980669020379415 0.0024967724351037642 0.0030843483307385427 0.0030289127673305636 0.0029142393914960529 0.0026651733325049249 0.0031735656702723608 0.0029402242603306888 0.0022317129926913929 0.0019243041991931981 0.0028640389355595259 0.0023739440765485993
leaf_weight=103 67 55 82 85 61 93 75 93 52 54 75 70 66 103 82 54 67 853 67 72 53 100 77 60 56 208 84
leaf_count=103 67 55 82 85 61 93 75 93 52 54 75 70 66 103 82 54 67 853 67 72 53 100 77 60 56 208 84
internal_value=0 0.0028144 0.00156 0.00194778 0.00204194 0.00221355 0.00247963 0.00104702 0.00127874 0.00293793 0.00158081 0.00226367 0.00132015 0.00214324 0.0030292 0.00300018 0.00297793 0.00300611 0.00272211 0.00259428 0.00248429 0.00290571 0.00270103 0.00253353 0.00232375 0.00304119 0.00219429
internal_weight=0 2164 803 270 414 353 260 389 286 1894 193 215 141 185 1331 1264 1210 1143 563 332 265 231 131 145 193 1061 140
internal_count=2967 2164 803 270 414 353 260 389 286 1894 193 215 141 185 1331 1264 1210 1143 563 332 265 231 131 145 193 1061 140
is_linear=0
shrinkage=0.00265391


Tree=2324
num_leaves=34
num_cat=0
split_feature=1 2 39 2 2 1 13 2 16 150 2 13 1 0 2 0 0 155 16 1 15 0 16 50 1 0 1 16 0 0 13 2 2
split_gain=235.634 39.0985 23.0952 16.4463 13.1965 13.0955 11.9233 10.0113 7.98348 4.97173 5.49582 4.96303 4.16297 3.66802 2.98989 2.94797 2.46648 2.44123 3.13534 2.39106 1.35964 0.779002 0.753818 1.00294 0.65708 1.45145 0.798318 0.529848 2.01041 0.469235 0.699349 0.667488 0.376156
threshold=0.10471000000000001 0.11203000000000002 0.085765000000000022 0.095565000000000011 0.16730000000000003 0.089825000000000002 -0.0073899999999999999 -0.007134999999999999 0.073820000000000011 1.0000000180025095e-35 0.12665000000000001 -0.11760499999999999 0.11097000000000001 -0.10028499999999999 0.08895500000000002 -0.090939999999999979 -0.077364999999999975 1.0000000180025095e-35 -0.025214999999999998 0.12448500000000001 0.062230000000000008 -0.089949999999999988 0.0054050000000000009 0.092370000000000022 0.084955000000000017 -0.08706499999999999 0.076160000000000019 0.15273500000000004 -0.066734999999999975 -0.093649999999999983 -0.078724999999999976 0.091235000000000024 0.092935000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 5 6 11 19 -7 12 10 17 -1 -2 -8 16 -9 24 18 20 -3 21 -5 23 -17 26 -26 -13 -20 -29 -16 31 -31 -32
right_child=1 4 -4 9 -6 7 13 15 -10 -11 -12 14 -14 -15 29 22 -18 -19 27 -21 -22 -23 -24 -25 25 -27 -28 28 -30 30 32 -33 -34
leaf_value=0.0042358916409948079 0.001378009220953696 0.00053784590685393939 0.00066395861480589627 0.0026852605304210717 -0.00064517072932291687 0.0016121885112705013 0.00098395113269040039 0.0023608401561686257 0.003038414217830924 0.0018849769022434148 0.001940174233606976 0.0035182128104649154 0.0023970849178707536 0.0020225708328065807 0.0029611202611341423 0.003488388689864869 0.0028792529063129397 0.0033610932124924133 0.0022840745172236989 -0.00023716360638436872 0.0033444365178062385 0.0031304146143285765 0.0028344529954627382 0.0030315126053657485 0.0029548768948235056 0.0035314814562132251 0.0039013981593102836 0.0022134463165616415 0.0029820661783292071 0.0036408438079942422 0.0029983578862265619 0.0031847769989383325 0.0032933734258170188
leaf_weight=61 64 72 96 84 74 54 67 52 93 55 56 658 75 52 85 76 58 86 57 65 83 59 55 95 57 115 52 54 65 53 118 62 59
leaf_count=61 64 72 96 84 74 54 67 52 93 55 56 658 75 52 85 76 58 86 57 65 83 59 55 95 57 115 52 54 65 53 118 62 59
internal_value=0 0.00115665 0.00187311 0.00314438 0.00044444 0.00329083 0.000759527 0.00276793 0.00237331 0.00272625 0.00281125 0.00341679 0.0019281 0.00143806 0.00337883 0.00299232 0.00346758 0.00291115 0.00281481 0.000169912 0.00304384 0.00286914 0.00313747 0.00323475 0.00350623 0.00334058 0.00354632 0.00252054 0.00263354 0.00315744 0.00321449 0.00339524 0.00309687
internal_weight=0 658 328 2309 330 1710 256 332 232 599 544 1378 139 119 1317 278 940 488 402 137 226 143 226 171 882 172 710 176 119 377 292 115 177
internal_count=2967 658 328 2309 330 1710 256 332 232 599 544 1378 139 119 1317 278 940 488 402 137 226 143 226 171 882 172 710 176 119 377 292 115 177
is_linear=0
shrinkage=0.00293013


Tree=2325
num_leaves=26
num_cat=0
split_feature=1 15 484 12 16 16 12 4 3 1 3 40 16 4 16 16 51 4 43 12 43 4 1 1 3
split_gain=3.89531 2.26505 2.42019 1.55734 2.76366 3.0127 2.27038 1.55342 2.71173 2.04202 1.51648 1.51394 1.89323 0.839522 1.74367 0.855476 1.10021 0.944998 0.726386 0.894352 0.716398 0.732634 0.470334 0.587312 0.387842
threshold=0.095085000000000017 0.11743500000000003 0.096415000000000015 0.086085000000000009 -0.14463999999999996 -0.082119999999999985 0.093740000000000004 -0.0083149999999999977 -0.011629999999999998 0.12864500000000004 0.092005000000000017 -0.073884999999999992 -0.52334499999999984 -0.40515499999999993 0.035560000000000008 -0.0021749999999999994 -0.090939999999999979 -0.020619999999999996 -0.088689999999999977 0.089585000000000012 0.27653000000000005 0.054720000000000012 0.11883500000000001 0.10678000000000001 -0.076969999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 11 -6 -5 8 -7 -9 13 -2 -13 -1 15 16 -15 -17 -16 -20 21 -18 23 -8 -21
right_child=1 -3 -4 6 5 7 22 9 -10 -11 -12 12 -14 14 18 17 20 -19 19 24 -22 -23 -24 -25 -26
leaf_value=0.0033036453716830225 -0.00030556995276266455 0.0028349680333105303 -0.0024195373587934492 0.0039377578851257037 -0.0036613115037299696 -0.00089438744062017551 0.00052616601176452404 -0.003046406696708269 0.0033503955784712851 0.00071345448566814728 -9.4766150824754196e-05 0.00053235304133633632 0.0037593661137715088 -6.5865527188858452e-05 0.0017879403602381624 0.0014252798568359358 0.0020818625031112227 0.0037087244536824762 -0.00073848495400462473 0.0018725374877631776 0.00062246709097813879 0.0010878797184388285 -0.00013865326492098738 0.0022543251656736633 0.0003924693332109328
leaf_weight=66 68 79 52 54 53 60 89 55 52 52 82 66 69 55 97 52 1190 96 83 60 78 156 66 62 73
leaf_count=66 68 79 52 54 53 60 89 55 52 52 82 66 69 55 97 52 1190 96 83 60 78 156 66 62 73
internal_value=0 0.00063647 0.000418642 0.000616673 0.000146658 -0.000749798 0.00143996 -4.45211e-05 0.00107511 -0.00121783 0.0017176 0.00134854 0.00218279 0.00179175 0.00174024 0.00191926 0.00182028 0.00290741 0.000809213 0.00036902 0.00189324 0.00196677 0.000817723 0.0012367 0.00106126
internal_weight=0 877 798 746 475 272 271 219 112 107 2088 203 135 2006 1940 1627 1479 148 313 216 1424 1346 217 151 133
internal_count=2965 877 798 746 475 272 271 219 112 107 2088 203 135 2006 1940 1627 1479 148 313 216 1424 1346 217 151 133
is_linear=0
shrinkage=0.0136093


Tree=2326
num_leaves=22
num_cat=0
split_feature=2 3 2 39 2 124 12 457 16 457 3 48 12 15 4 402 41 1 16 16 15
split_gain=3.06515 1.48804 1.40315 1.34541 1.17779 1.72758 1.08417 1.08189 1.74887 1.59243 1.15404 2.10334 1.19584 2.47576 1.28488 1.02457 1.21017 1.05324 0.98249 0.575095 0.430493
threshold=0.11693000000000002 -0.049204999999999992 0.12933000000000003 0.0047850000000000011 -0.026084999999999994 -0.086434999999999984 -0.086254999999999984 0.062030000000000009 -0.0070549999999999996 0.097330000000000014 0.11391500000000002 0.10813000000000002 0.081080000000000013 -0.010414999999999999 -0.14994999999999997 0.086700000000000013 0.076195000000000013 0.084885000000000002 0.044620000000000007 -0.085454999999999989 -0.26361999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 -5 -6 -7 10 9 -9 11 12 13 -1 -15 16 -14 -17 19 20 -3
right_child=1 18 -4 4 5 6 -8 8 -10 -11 -12 -13 15 14 -16 17 -18 -19 -20 -21 -22
leaf_value=0.0010481162655474126 -8.6076770769587865e-05 -0.0018913851504797029 0.0031283938926813296 -0.0015153186748753011 0.0034649647021940222 -0.0018186099689883411 0.0015780653957221192 -0.00028813075224650212 -0.0021404043493679823 0.0037915880671903052 -0.00020172761540262693 0.0052754935376309502 0.0017014522008254567 0.0031595330797872146 0.0068146199291053812 0.0022153900428447905 -0.00085826019422747982 0.0050002747910680365 -0.0026325653888357209 0.0012843761883264088 0.00012674927879297311
leaf_weight=93 89 57 74 65 64 55 57 59 52 55 73 57 1514 63 53 185 57 52 62 59 70
leaf_count=93 89 57 74 65 64 55 57 59 52 55 73 57 1514 63 53 185 57 52 62 59 70
internal_value=0 9.07024e-05 0.00137212 0.00169718 0.000468896 0.00120275 -8.82997e-05 0.00182508 0.000481133 0.00167854 0.0019289 0.00200398 0.00191144 0.00314865 0.00483112 0.00176832 0.00160846 0.0028272 -0.000750779 -0.000122526 -0.000777577
internal_weight=0 411 163 2554 241 176 112 2313 166 114 2147 2074 2017 209 116 1808 1571 237 248 186 127
internal_count=2965 411 163 2554 241 176 112 2313 166 114 2147 2074 2017 209 116 1808 1571 237 248 186 127
is_linear=0
shrinkage=0.0172599


Tree=2327
num_leaves=18
num_cat=0
split_feature=2 51 14 10 376 1 1 43 11 43 52 48 1453 159 16 42 1
split_gain=2.12039 1.10981 1.07429 1.05634 1.14646 1.37947 2.22313 1.58733 1.36567 1.18988 1.59097 0.973783 0.962355 0.802514 1.08545 2.38962 0.500876
threshold=0.11693000000000002 0.13640000000000002 -0.10523499999999998 0.096095000000000014 0.083760000000000015 0.10726500000000001 0.095435000000000006 -0.06538999999999999 0.079225000000000004 -0.065749999999999989 -0.41694999999999993 0.097500000000000017 -0.057839999999999996 0.10557000000000001 -0.23389999999999997 0.091895000000000018 0.11497000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 -1 4 5 6 8 -7 12 -8 -11 13 -4 14 -2 -16 -9
right_child=1 -3 3 -5 -6 7 9 16 -10 10 -12 -13 -14 -15 15 -17 -18
leaf_value=0.0032373767960216602 0.0018162132798414884 0.0019726979121647619 -2.0165841859337176e-05 -0.00078637035165842601 -0.00045248130990370683 0.001039383643238927 0.0012925073448807585 0.0045758519913676708 -0.00066840055765437047 0.00090003566286876681 -0.0021088023694041903 -0.0018298917813048311 0.0014488256238712242 -0.0012478095175357073 -0.0017925944426530045 0.0021103426219779169 0.0025890738726504904
leaf_weight=52 86 55 98 58 86 97 74 54 71 60 94 65 1757 68 83 54 53
leaf_count=52 86 55 98 58 86 97 74 54 71 60 94 65 1757 68 83 54 53
internal_value=0 6.30601e-05 0.00118116 0.00113836 0.0011841 0.00124386 0.00113622 0.00237963 0.00129587 -0.000211717 -0.000935527 -0.000231535 0.00137114 0.000124956 0.000544249 -0.000253085 0.00359319
internal_weight=0 411 2554 2502 2444 2358 2154 204 1926 228 154 356 1855 291 223 137 107
internal_count=2965 411 2554 2502 2444 2358 2154 204 1926 228 154 356 1855 291 223 137 107
is_linear=0
shrinkage=0.0144423


Tree=2328
num_leaves=25
num_cat=0
split_feature=4 3 150 13 43 4 15 16 14 16 0 12 12 0 42 52 151 0 12 4 52 16 15 16
split_gain=86.584 33.2832 13.1143 6.088 6.32525 4.30344 4.7862 4.07287 3.07339 4.00235 3.03282 3.116 3.18899 3.90592 2.8318 2.55223 2.0554 1.91116 1.69155 1.29466 1.41537 1.26235 0.539969 0.286074
threshold=0.31392000000000003 -0.062324999999999998 0.089155000000000012 -0.0015099999999999998 1.0000000180025095e-35 -0.15615999999999999 -0.033234999999999994 -0.54150999999999994 -0.45687499999999998 -0.4193599999999999 -0.14920999999999998 0.083400000000000016 0.09253500000000002 -0.065939999999999985 0.089470000000000008 -0.036309999999999988 -0.0017399999999999998 -0.10726999999999999 0.11582000000000002 0.053330000000000009 0.13248000000000001 0.0060400000000000011 -0.097794999999999979 0.51041000000000014
decision_type=2 2 2 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 15 -5 22 -2 -9 14 -1 -12 13 17 -10 16 -3 -13 19 20 -14 -19 -7 -21
right_child=7 2 -4 5 -6 6 -8 8 9 -11 11 12 18 -15 -16 -17 -18 21 -20 23 -22 -23 -24 -25
leaf_value=0.0032654713155550953 0.0015021763256243127 0.0015671774113374089 0.00093594163414115021 0.0029199855333795085 0.0024664454371005574 0.0026668738158404383 0.0015872017410939949 0.001296562434391822 0.0011205080748377747 -0.00010392920764078983 0.002110176602197479 0.0021546934923314691 0.0026510961335562645 0.0034711822825094266 0.00029948753617548799 0.0018702907891919051 0.00081012938229855754 0.0027441182542614182 0.0019912521302821009 0.0020972092842131925 0.0022973021448579245 0.0024564680212117761 0.0022738003065221847 0.0023906191703144666
leaf_weight=56 66 62 99 76 72 64 78 56 85 54 99 53 408 52 55 82 53 918 54 59 117 142 52 53
leaf_count=56 66 62 99 76 72 64 78 56 85 54 99 53 408 52 55 82 53 918 54 59 117 142 52 53
internal_value=0 0.0024393 0.00187866 0.00205176 0.00175145 0.00235085 0.00212773 0.000879475 0.000714962 0.000546922 0.00261715 0.00259857 0.0026246 0.00271477 0.000798179 0.00148998 0.00121854 0.00267941 0.00247253 0.00251328 0.00257231 0.00270561 0.00249093 0.00223632
internal_weight=0 2649 638 539 269 270 194 316 250 194 2011 1955 1856 1165 140 197 115 1113 691 637 525 1060 116 112
internal_count=2965 2649 638 539 269 270 194 316 250 194 2011 1955 1856 1165 140 197 115 1113 691 637 525 1060 116 112
is_linear=0
shrinkage=0.00281635


Tree=2329
num_leaves=29
num_cat=0
split_feature=1 3 3 2 4 4 124 3 2 2 16 2 4 14 52 52 3 2 3 52 52 16 42 16 49 1456 16 3
split_gain=164.326 35.8071 14.2445 13.2283 10.9909 6.65784 6.624 4.79081 4.61359 8.9887 4.17478 4.14457 4.07203 3.2824 2.99576 3.49504 2.90042 2.90938 2.63622 1.8531 1.78949 1.43517 1.39782 2.28628 1.19066 0.883658 0.520823 0.344057
threshold=0.10398500000000001 -0.053364999999999996 -0.06533499999999999 0.14132000000000003 0.41377500000000006 -0.025824999999999997 -0.080429999999999988 0.10402500000000002 -1.0000000180025095e-35 0.10633000000000002 -0.39761999999999992 0.085730000000000015 0.052250000000000012 0.073890000000000011 -0.082894999999999983 0.047345000000000005 -0.15288999999999997 0.091235000000000024 -0.096949999999999995 0.0030150000000000008 -0.40891499999999997 -0.116045 0.088185000000000013 -0.082039999999999988 0.088805000000000009 -0.07730999999999999 -0.024304999999999997 -0.080454999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 12 5 20 -3 -4 11 -7 -10 -11 -8 13 16 -13 -16 -1 22 -19 24 -2 -5 25 -24 -14 -18 -20 -22
right_child=1 3 6 21 -6 8 7 -9 9 10 -12 14 19 -15 15 -17 17 18 26 -21 27 -23 23 -25 -26 -27 -28 -29
leaf_value=0.0021262337463200456 0.0026408667463550558 0.0017066462984925673 0.0013744986011334274 2.4446714749809363e-05 0.00082545107083995754 6.103095054205482e-05 0.0029545898933478077 0.0014859934257548044 0.0018554791958383795 0.00097803724845695029 -1.3385073339407576e-06 0.0027808668887553431 0.0017243305474455776 0.0033380105399664342 0.0016278264886906096 0.0024233222792253749 0.0025343733820113856 0.0019265273732504209 0.0027035756686236249 0.0025909120424271554 0.0018618999051724873 -0.00059767254979939269 0.0029835561943999454 0.0024683559696375918 0.0023081182476236209 0.0028624539126914615 0.0024544388642059461 0.0021899620452715419
leaf_weight=72 60 53 82 55 58 83 79 54 52 68 70 55 52 63 88 88 73 58 150 86 52 63 97 238 61 773 128 54
leaf_count=72 60 53 82 55 58 83 79 54 52 68 70 55 52 63 88 88 73 58 150 86 52 63 97 238 61 773 128 54
internal_value=0 0.000963611 0.00255071 0.000500376 0.00188167 0.00079287 0.00209857 0.00226161 0.00061536 0.000857357 0.000481035 0.00239662 0.00265964 0.00270559 0.00220567 0.00202575 0.00268049 0.00270678 0.00247471 0.00227809 0.00225054 -0.000307447 0.00277278 0.00261762 0.00203974 0.00283418 0.00258897 0.00202931
internal_weight=0 668 2297 444 224 326 446 364 273 190 138 310 1851 1652 231 176 1589 1517 336 199 166 118 1181 335 113 846 278 106
internal_count=2965 668 2297 444 224 326 446 364 273 190 138 310 1851 1652 231 176 1589 1517 336 199 166 118 1181 335 113 846 278 106
is_linear=0
shrinkage=0.00281635


Tree=2330
num_leaves=30
num_cat=0
split_feature=1 1 12 12 16 1 12 49 16 12 1 12 14 16 12 12 12 124 156 1 50 133 159 1 16 16 16 16 43
split_gain=153.336 27.8773 29.062 11.8976 9.65868 9.7794 7.27412 6.02306 5.30675 3.5999 3.15897 3.51515 3.13726 2.75051 2.41671 2.37909 2.08605 1.95022 1.7481 2.02851 2.00497 1.79325 1.39943 1.24116 1.22214 1.21618 1.13968 0.83909 0.714364
threshold=0.10404000000000001 0.13662500000000002 0.085075000000000026 0.056995000000000011 0.15737500000000001 0.093575000000000019 0.093125000000000013 0.0052300000000000011 -0.39761999999999992 0.10641500000000001 0.090195000000000011 0.090045000000000014 0.073890000000000011 0.0054050000000000009 0.11755500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.083424999999999985 -0.01197 0.078320000000000015 0.08461500000000001 0.11524500000000001 0.0043550000000000004 0.11617500000000001 0.19384500000000002 -0.097664999999999988 0.42146500000000003 -0.50720999999999983 -0.065749999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 5 7 10 15 -3 23 12 -12 18 16 22 -1 17 -2 -5 21 -21 -20 24 -4 25 -8 -26 -18 -27
right_child=1 8 9 6 -6 -7 14 -9 -10 -11 11 -13 -14 -15 -16 -17 27 -19 19 20 -22 -23 -24 -25 26 28 -28 -29 -30
leaf_value=0.0032841726088291821 0.0018283339682184498 0.00044716187475767771 0.0037015356234259798 0.0042180101598467551 0.0038623562573555348 0.0019284143264710538 0.0030965588996040828 0.003938000787820973 0.0014523819082020578 0.0026122589168088698 0.0027438474894409177 0.0037179578394771137 0.0044357861369391481 0.0023094771617876261 0.002916964441693282 0.0025142352521477073 0.0016812916272522984 0.0011439854376222598 0.0038013210251966077 0.0030577748323883359 0.0036943431704457392 0.0033460245102672906 0.0038408049697527063 0.0031338795904317257 0.0028060914744849723 0.0036941068276706646 0.0033936234196734719 0.0021592144817151222 0.0034167213266210767
leaf_weight=52 59 75 78 58 86 77 65 52 94 55 53 67 54 72 86 84 52 76 842 70 92 76 59 52 52 124 55 69 199
leaf_count=52 59 75 78 58 86 77 65 52 94 55 53 67 54 72 86 84 52 76 842 70 92 76 59 52 52 124 55 69 199
internal_value=0 0.00199882 0.00232568 0.00351929 0.00304137 0.00277482 0.00360521 0.00312132 0.00100646 0.00321846 0.00372549 0.00328798 0.00376951 0.00182204 0.00335857 0.00280884 0.00168484 0.00144329 0.00373787 0.00371206 0.00341947 0.00376366 0.00342707 0.0034747 0.0033777 0.00345189 0.00310838 0.00195407 0.0035233
internal_weight=0 682 513 2303 351 265 1952 188 169 185 1312 120 1192 328 640 136 256 135 1138 1080 162 918 554 130 495 388 107 121 323
internal_count=2985 682 513 2303 351 265 1952 188 169 185 1312 120 1192 328 640 136 256 135 1138 1080 162 918 554 130 495 388 107 121 323
is_linear=0
shrinkage=0.00281635


Tree=2331
num_leaves=19
num_cat=0
split_feature=1 155 16 50 156 151 10 47 16 151 151 1 3 0 3 3 151 150
split_gain=2.87177 2.39043 2.10411 1.44834 1.72887 1.8716 2.31947 1.7499 2.19179 1.24193 1.0342 1.9526 1.82759 1.27624 1.88282 1.17295 0.866285 0.223836
threshold=0.10378000000000001 0.092900000000000024 -0.52334499999999984 0.067370000000000013 0.087795000000000012 0.044055000000000004 -0.07371999999999998 0.088495000000000004 -0.0088649999999999996 0.053170000000000002 -0.086879999999999985 0.084675000000000014 -0.17010999999999998 0.035525000000000008 -0.021559999999999996 -0.13392999999999997 -0.065369999999999998 0.085075000000000026
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 5 6 -2 8 -8 10 11 17 -12 15 -15 -14 -17 -4
right_child=1 -3 9 -5 -6 -7 7 -9 -10 -11 12 -13 13 14 -16 16 -18 -19
leaf_value=-0.0012706054593940043 0.0022886671409823476 0.0038373974800042171 0.0026539140265270911 0.0022149867597839501 0.0027770759373071134 0.0024974235123335371 -0.0011412347088883808 0.00066564871044073881 -0.0048946983329139571 -3.4970523273145272e-05 0.0052504694031702097 -0.0018997073656130642 0.004299384103414983 -0.0018982594342644471 0.0026125125436634016 0.0035128342408942042 0.0020320181874671724 0.0011753941434644844
leaf_weight=57 62 63 69 103 58 59 193 97 58 81 55 52 75 54 52 122 1623 52
leaf_count=57 62 63 69 103 58 59 193 97 58 81 55 52 75 54 52 122 1623 52
internal_value=0 0.000694336 0.0019379 0.000379743 2.07088e-05 -0.000319779 -0.000725622 -0.00126317 -0.00200929 0.00201981 0.00209716 0.000840785 0.00220679 0.00211978 0.000312868 0.00222492 0.00213565 0.00202001
internal_weight=0 693 2292 630 527 469 410 348 251 2235 2154 173 1981 1926 106 1820 1745 121
internal_count=2985 693 2292 630 527 469 410 348 251 2235 2154 173 1981 1926 106 1820 1745 121
is_linear=0
shrinkage=0.0169215


Tree=2332
num_leaves=13
num_cat=0
split_feature=15 16 16 15 1375 147 12 1456 12 15 15 0
split_gain=3.08354 1.49364 1.49072 1.46095 2.00281 1.8625 2.43165 1.29274 1.15164 1.1256 1.06783 0.305426
threshold=-0.26361999999999991 -0.52541999999999989 -0.50318999999999992 -0.14151499999999997 -0.10702499999999998 0.085530000000000009 0.14472000000000004 -0.15627999999999997 -0.079404999999999989 0.084630000000000025 -0.040504999999999992 -0.10462499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 -1 11 -5 6 7 -6 -4 -9 -2 -3
right_child=1 3 8 4 5 -7 -8 9 -10 -11 -12 -13
leaf_value=0.0016178906350529164 -0.0012591097623771952 0.0034337478243882899 -0.0023709952435984113 -0.0012171112380985861 0.003187932511514854 0.0031642075544877535 -0.0015287288717043702 0.00098547638936551931 -9.0278295707180481e-05 0.0016282925219908589 0.0013220663624113945 0.0021407471249783412
leaf_weight=53 76 60 73 62 68 100 60 1313 103 877 52 88
leaf_count=53 76 60 73 62 68 100 60 1313 103 877 52 88
internal_value=0 0.00125394 -0.000421979 0.00132527 0.0012452 0.0013084 0.00122828 0.0013016 -0.0010371 0.00124296 -0.000209349 0.00266594
internal_weight=0 2756 229 2628 2480 2418 2318 2258 176 2190 128 148
internal_count=2985 2756 229 2628 2480 2418 2318 2258 176 2190 128 148
is_linear=0
shrinkage=0.0138815


Tree=2333
num_leaves=30
num_cat=0
split_feature=4 12 156 12 150 43 14 12 14 4 42 4 49 4 49 42 4 4 13 13 43 43 159 49 43 42 13 4 13
split_gain=72.8925 17.9592 8.89856 8.5047 6.76768 5.61394 3.27538 3.11325 3.00626 2.49622 2.49294 3.23543 4.78563 3.83436 2.23025 2.07708 1.977 1.95141 1.32088 1.12954 1.12899 1.11457 1.09004 1.12722 0.833008 0.549014 0.381278 0.32086 0.117265
threshold=0.31392000000000003 1.0000000180025095e-35 0.091385000000000008 0.13936000000000001 0.094545000000000018 -0.055679999999999993 -1.0000000180025095e-35 0.093670000000000017 0.073890000000000011 0.018150000000000003 1.0000000180025095e-35 -0.0018749999999999997 0.090520000000000017 -0.15366499999999997 -0.0033999999999999998 0.096545000000000006 -0.10701499999999999 0.41552000000000006 -0.044684999999999996 -0.077799999999999994 -0.041049999999999996 0.058415000000000009 0.085345000000000018 0.11017000000000002 -0.079244999999999982 -0.058159999999999996 0.053700000000000005 -0.086644999999999986 -0.042269999999999995
decision_type=2 2 2 2 2 2 2 2 2 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 10 19 -7 8 16 18 11 13 -13 -1 -15 28 -3 -8 20 -2 -9 -22 23 -18 -24 26 -20 -27 -11
right_child=5 3 -4 -5 -6 6 17 9 -10 15 -12 12 -14 14 -16 -17 22 -19 25 -21 21 -23 24 -25 -26 27 -28 -29 -30
leaf_value=0.001938608168456913 0.00070438958200618525 0.0019645002819114721 0.0026658123573557353 0.0014148056928332787 0.00084014125509435881 0.0016789430031238024 0.001347606293853 0.0024056342947963278 0.003061284798616126 0.002250958274860567 0.0022688756743509115 0.0024606591149485563 0.0014372148454969262 0.0015544580730120546 0.00081444101425655455 0.0015071680844046689 0.0024496234280628492 0.00068900947261612872 0.0025022669658821377 0.00017117121014522367 0.0017748033164657812 0.0022907934047977632 0.0025089872090635788 0.0020556807389177905 0.0029361083051864783 0.0027123096221089629 0.0022128960975297991 0.0024388317857856594 0.0020608516017853176
leaf_weight=80 53 63 76 68 63 61 52 89 59 56 68 78 59 58 62 54 1075 91 61 65 70 56 84 57 58 70 82 64 53
leaf_count=80 53 63 76 68 63 61 52 89 59 56 68 78 59 58 62 54 1075 91 61 65 70 56 84 57 58 70 82 64 53
internal_value=0 0.00224501 0.00180604 0.00235769 0.00166636 0.000881259 0.00115318 0.00238894 0.00246138 0.00223449 0.00179481 0.00169907 0.00202012 0.001479 0.00117236 0.00194309 0.00243489 0.000928701 0.00233097 0.000410913 0.0021706 0.00200436 0.00245813 0.00242981 0.00268365 0.00245534 0.00233654 0.00258191 0.00215879
internal_weight=0 2663 544 2119 468 322 204 2051 1396 655 405 337 137 200 120 163 1337 143 492 118 215 126 1274 1132 142 277 143 134 109
internal_count=2985 2663 544 2119 468 322 204 2051 1396 655 405 337 137 200 120 163 1337 143 492 118 215 126 1274 1132 142 277 143 134 109
is_linear=0
shrinkage=0.00270699


Tree=2334
num_leaves=15
num_cat=0
split_feature=15 13 16 1446 12 151 1428 131 13 483 3 1212 15 16
split_gain=2.41726 1.19244 1.09159 1.09327 1.14226 1.07293 1.03761 0.974486 1.82486 1.36397 1.20402 0.831712 0.591026 0.947832
threshold=-0.26361999999999991 1.0000000180025095e-35 -0.52541999999999989 0.11228000000000002 0.14472000000000004 -0.030624999999999996 0.086830000000000018 0.094300000000000009 -0.16392499999999996 0.086150000000000018 -0.07385499999999999 0.081445000000000017 -0.43587999999999999 -0.43491999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 5 4 6 -2 7 8 -4 -10 11 -9 13 -1
right_child=2 -3 3 -5 -6 -7 -8 10 9 -11 -12 -13 -14 -15
leaf_value=0.00087456448996921351 -0.0013357906894871181 -0.0020377734143492156 -0.00067961051629067426 -0.00072303308255657907 -0.00049284525105719131 0.0012062669711117165 0.0029878773140924503 0.0010446484357917248 0.0011825108307211695 0.0024027342238063082 0.0038399812214510894 0.0030958337878574113 0.0014972052935629887 -0.0016133324098717529
leaf_weight=65 63 56 94 52 66 65 73 144 1892 195 60 52 54 54
leaf_count=65 63 56 94 52 66 65 73 144 1892 195 60 52 54 54
internal_value=0 -0.000276818 0.00120693 0.00126791 0.00130815 -4.37443e-05 0.00135557 0.00130661 0.00121135 0.00129659 0.00211761 0.0015896 0.000292346 -0.000253152
internal_weight=0 229 2756 2628 2576 128 2510 2437 2181 2087 256 196 173 119
internal_count=2985 229 2756 2628 2576 128 2510 2437 2181 2087 256 196 173 119
is_linear=0
shrinkage=0.0138815


Tree=2335
num_leaves=24
num_cat=0
split_feature=1 12 13 4 123 4 15 34 4 158 12 51 0 1 13 0 13 0 13 4 4 0 12
split_gain=115.092 20.2557 21.1222 14.9403 10.4204 5.98394 4.85023 3.81394 3.27413 3.36685 3.16343 2.67393 4.14391 3.42894 4.35857 3.49445 2.37252 2.10704 1.83573 1.67242 1.20292 0.877074 0.739486
threshold=0.10509 -1.0000000180025095e-35 -0.27740999999999993 -0.081579999999999986 1.0000000180025095e-35 0.41696500000000003 -0.0025249999999999995 -0.023104999999999997 0.053925000000000008 0.019155000000000002 0.084675000000000014 -0.097124999999999989 0.040570000000000002 0.088860000000000008 -0.13871999999999998 -0.095554999999999987 -0.08287499999999999 -0.088659999999999989 -0.066634999999999986 -0.085594999999999991 -0.17568999999999999 -0.077104999999999993 0.092900000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 -3 -4 8 6 18 -2 11 10 -10 17 13 14 -13 -15 -9 -1 -5 -16 -19 -17 -12
right_child=1 2 3 5 -6 -7 -8 16 9 -11 22 12 -14 15 19 21 -18 20 -20 -21 -22 -23 -24
leaf_value=0.0037921477180186403 0.00068378694820456091 0.00061416380215528288 0.0036197274039163081 0.0028817943956386013 0.0021464578703536043 0.0015592414259528173 0.0017000841767940886 0.0016931993213735103 0.0020410780641833778 0.0032199784930824222 0.0030003875767479643 0.0038435198704244986 0.0025125392953858744 0.0022185128547812442 0.0032966249583127605 0.0030564349340070442 0.0011041841074663895 0.0034582682411456243 0.0023097711923835843 0.0030468166709794187 0.0029607368430336432 0.0027646647607482977 0.0026219641914279829
leaf_weight=52 69 52 52 77 92 84 52 87 52 75 59 52 96 52 212 172 92 58 71 1075 73 115 84
leaf_count=52 69 52 52 77 92 84 52 87 52 75 59 52 96 52 212 172 92 58 71 1075 73 115 84
internal_value=0 0.00176372 0.00212776 0.00236193 0.00298877 0.00213153 0.00237175 0.00119407 0.00302355 0.0027592 0.00258184 0.00306001 0.00302957 0.00305913 0.00311735 0.00282909 0.00139062 0.00335497 0.00260756 0.00308799 0.00318123 0.00293962 0.00277829
internal_weight=0 636 388 336 2319 284 200 248 2227 270 195 1957 1774 1678 1339 339 179 183 148 1287 131 287 143
internal_count=2955 636 388 336 2319 284 200 248 2227 270 195 1957 1774 1678 1339 339 179 183 148 1287 131 287 143
is_linear=0
shrinkage=0.00255085


Tree=2336
num_leaves=24
num_cat=0
split_feature=15 39 12 12 150 12 156 42 41 15 42 124 49 49 48 0 43 42 15 12 0 43 15
split_gain=165.061 72.7026 27.407 17.1838 14.1971 11.9358 10.2736 6.86654 4.74094 4.72004 4.47777 4.35349 3.36818 2.09792 2.05881 1.86487 1.67411 1.35959 1.46205 1.38729 1.08085 1.05726 0.750977
threshold=-0.26361999999999991 0.0047850000000000011 0.056995000000000011 0.093125000000000013 0.08882000000000001 -1.0000000180025095e-35 0.090135000000000007 -1.0000000180025095e-35 0.075585000000000013 0.12625000000000003 0.073240000000000013 -1.0000000180025095e-35 0.085835000000000009 -0.078789999999999985 0.093225000000000016 -0.084044999999999995 0.076280000000000014 0.092175000000000021 0.09295500000000001 0.097910000000000011 -0.076004999999999975 0.0062300000000000003 -0.0039399999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 8 6 11 12 -3 13 14 -9 -1 20 -4 17 16 -15 19 -19 -5 22 -17 -2
right_child=1 7 3 9 -6 -7 -8 10 -10 -11 -12 -13 -14 15 -16 21 -18 18 -20 -21 -22 -23 -24
leaf_value=0.00022669321093073499 0.0023263904616218681 0.0021548164494494758 0.0027487000681895085 0.0031928646779830882 0.0011430468454740183 0.0010352099989152847 0.0034689557191250253 0.00053983043121682639 0.0039474607651081347 0.001865097485578537 0.0014344207154356121 -0.00078987373756063243 0.0015492089323297081 0.0032842987770486305 0.0022998848214228515 0.0031449096146999706 0.0038209541819892324 0.002451896996106484 0.002867638388960115 0.0028038252348071783 0.0020428537336185494 0.0027447633485720214 0.0027997113766521772
leaf_weight=70 61 54 83 113 83 97 68 92 73 53 93 69 52 597 74 479 53 142 141 240 52 63 53
leaf_count=70 61 54 83 113 83 97 68 92 73 53 93 69 52 597 74 479 53 142 141 240 52 63 53
internal_value=0 0.00276646 0.0029123 0.00303859 0.00218969 0.000261791 0.00249333 0.00125308 0.0032337 0.00269386 0.000989709 -0.000277713 0.00218887 0.00319281 0.00275568 0.00322371 0.0033281 0.00280866 0.00265914 0.00292845 0.00238906 0.00309845 0.00254671
internal_weight=0 2719 2480 2111 369 236 286 239 1348 763 185 139 218 1275 710 1192 650 636 283 353 166 542 114
internal_count=2955 2719 2480 2111 369 236 286 239 1348 763 185 139 218 1275 710 1192 650 636 283 353 166 542 114
is_linear=0
shrinkage=0.00287267


Tree=2337
num_leaves=23
num_cat=0
split_feature=3 97 4 13 1 0 4 0 0 156 12 3 156 52 0 12 1 160 3 13 49 13
split_gain=2.55741 2.16925 1.32713 2.34231 1.67108 1.54076 2.08359 1.50876 1.506 1.40929 2.02703 1.54684 1.28378 1.50682 1.27858 1.4666 1.14995 2.16448 1.0787 0.887552 0.676222 0.313675
threshold=0.3148450000000001 -0.0047149999999999996 -0.085594999999999991 0.032645000000000007 0.081540000000000015 -0.086244999999999974 -0.17568999999999999 0.040570000000000002 -0.081604999999999997 0.083125000000000018 0.056995000000000011 0.12168500000000002 0.087205000000000019 -0.068039999999999975 -0.10339499999999999 0.090205000000000021 0.11230000000000001 0.087455000000000019 -0.081864999999999979 -0.09657499999999998 0.11663000000000001 -0.060719999999999989
decision_type=2 2 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 -7 -8 10 11 16 -11 -14 15 -12 17 -4 -15 -16 -21 -18
right_child=-2 2 9 4 -6 6 8 -9 -10 12 14 -13 13 18 19 -17 21 -19 -20 20 -22 -23
leaf_value=-0.0012153737471755322 -0.00096476348659684202 0.0046442835207947345 0.001927847115328331 -0.00081497920464384014 0.0021104078572480693 0.005398864430008159 0.0023634832935648721 0.0023164998689691042 -0.00091056625371002198 0.0042468183372925006 0.0011763883978275133 -0.0018919932151524679 0.00037913718973500878 0.0017701376599475092 -0.00037543283319623849 0.0042013289358564928 0.00021880422915917892 -0.0011984536865080524 0.0043172123830225373 0.0013456041289214092 0.0028569533621650963 -0.0013287158822005807
leaf_weight=62 94 79 200 75 89 55 67 84 52 57 62 56 92 92 60 73 54 60 56 1316 65 55
leaf_count=62 94 79 200 75 89 55 67 84 52 57 62 56 92 92 60 73 54 60 56 1316 65 55
internal_value=0 0.00145526 0.00151447 0.0021885 0.000771638 0.00287755 0.00233598 0.00353725 0.000931511 0.00136745 0.0012295 0.000343855 0.00229639 0.00183252 0.00146823 0.00281324 0.000683588 0.0012058 0.00273494 0.00134212 0.00141685 -0.00056064
internal_weight=0 2861 2799 501 164 337 258 139 119 2298 2001 425 297 240 1576 135 369 260 148 1441 1381 109
internal_count=2955 2861 2799 501 164 337 258 139 119 2298 2001 425 297 240 1576 135 369 260 148 1441 1381 109
is_linear=0
shrinkage=0.0144423


Tree=2338
num_leaves=12
num_cat=0
split_feature=2 106 40 15 34 13 4 11 11 1 43
split_gain=2.35999 1.33043 1.35886 1.52163 1.38454 1.10685 1.0386 1.07729 0.935534 0.920192 0.816941
threshold=0.17553000000000005 0.085650000000000018 0.0023950000000000004 -0.40166999999999992 -1.0000000180025095e-35 -0.071964999999999987 -0.085594999999999991 0.08235000000000002 0.07604000000000001 0.078320000000000015 -0.082579999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 9 10 -6 -8
right_child=-2 -3 -4 4 6 -7 8 -9 -10 -11 -12
leaf_value=-0.0016418165825399546 -0.0019666174158382748 -0.0011018278564540194 -0.00076717327510055172 0.0042723730506751571 0.0019362190033332652 0.0011463396928851177 0.0018940739324603158 0.00047919395114375148 0.0035079625975500384 0.0035446997165517876 0.0011190883442030893
leaf_weight=70 59 58 75 52 252 89 500 82 55 161 1502
leaf_count=70 59 58 75 52 252 89 500 82 55 161 1502
internal_value=0 0.00138373 0.00143459 0.00149442 0.00159063 -8.00366e-05 0.00153591 0.00221873 0.00137151 0.00256368 0.00131273
internal_weight=0 2896 2838 2763 2604 159 2552 495 2057 413 2002
internal_count=2955 2896 2838 2763 2604 159 2552 495 2057 413 2002
is_linear=0
shrinkage=0.0165897


Tree=2339
num_leaves=22
num_cat=0
split_feature=4 124 13 13 4 0 0 0 15 16 4 4 16 4 0 4 160 4 51 49 16
split_gain=199.33 49.0567 20.2685 9.7415 9.20828 13.8508 9.69039 6.83578 5.95511 6.05832 5.70435 5.14472 4.63659 2.85065 2.81721 2.44621 2.34881 1.79926 1.74079 1.27666 1.06528
threshold=0.31392000000000003 -0.048219999999999992 -0.16392499999999996 -0.081659999999999996 -0.074254999999999988 -0.042499999999999989 -0.14076499999999997 -0.076589999999999978 -0.43091499999999999 -0.5152199999999999 0.5567700000000001 -0.085594999999999991 -0.066539999999999988 0.053925000000000008 -0.089044999999999985 0.05309500000000001 -0.079974999999999991 -0.49269499999999994 -0.085594999999999991 -0.014114999999999997 -0.42607499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 11 14 6 12 -1 10 -10 -2 -4 -6 -8 -5 18 -16 -18 -13 -20 -17
right_child=8 2 3 4 5 -7 13 -9 9 -11 -12 15 -14 -15 16 20 17 -19 19 -21 -22
leaf_value=0.0018031787845669595 0.0012934741799554865 0.0016364012740330077 0.0039544707359993464 0.0035744720382558321 0.0024817129644255594 0.0012401425441978832 0.0028843421038788741 0.00068189828019376512 0.00054053062949141538 -0.00055449644537857693 0.0002714351328711255 0.0036072087907224816 0.0014369618856973176 0.0024769238423994833 0.0024405337750921193 0.0029758635031817333 0.0033429029639237789 0.0029328512507054462 0.0027619067207010624 0.0031498626100633464 0.0024276286407052417
leaf_weight=88 86 99 53 57 64 53 548 73 86 65 75 55 61 165 62 52 94 513 73 479 54
leaf_count=88 86 99 53 57 64 53 548 73 86 65 75 55 61 165 62 52 94 513 73 479 54
internal_value=0 0.0027433 0.00283724 0.00288712 0.00276784 0.00258321 0.00266812 0.00129495 0.000455348 6.897e-05 0.000817549 0.00313886 0.00197211 0.0027901 0.00299439 0.00307819 0.00294493 0.0029964 0.00314474 0.00309861 0.00269685
internal_weight=0 2643 2482 2383 1617 891 838 161 312 151 161 766 125 713 726 713 669 607 607 552 106
internal_count=2955 2643 2482 2383 1617 891 838 161 312 151 161 766 125 713 726 713 669 607 607 552 106
is_linear=0
shrinkage=0.00270699


Tree=2340
num_leaves=27
num_cat=0
split_feature=1 1 12 1 150 4 47 0 3 16 3 0 4 42 3 51 4 12 16 3 0 16 51 42 1 50
split_gain=128.983 18.223 15.8523 8.62995 6.78982 5.32526 4.03021 3.71466 5.36917 3.63979 2.80074 2.55691 2.41797 2.132 2.49152 2.10873 2.80069 1.75933 1.59289 1.57403 1.49641 0.885881 0.845425 1.32142 0.50661 0.440469
threshold=0.10442000000000001 0.12448500000000001 0.088325000000000015 0.090650000000000022 1.0000000180025095e-35 0.049545000000000006 0.085585000000000008 0.064400000000000013 -0.15041499999999997 -0.38959499999999997 1.0000000180025095e-35 -0.076734999999999984 0.053330000000000009 0.09364500000000002 0.28833000000000003 0.080840000000000009 -0.0065849999999999997 0.085465000000000013 -0.092969999999999983 -0.086504999999999985 -0.062394999999999999 -0.071129999999999985 -0.42247999999999991 0.086105000000000015 0.099440000000000014 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 5 17 7 13 8 -1 -7 20 15 -4 14 -3 16 -10 -5 -17 -13 -2 -21 -11 -24 25 -19
right_child=1 6 12 4 -6 9 -8 -9 11 22 -12 19 -14 -15 -16 18 -18 24 -20 21 -22 -23 23 -25 -26 -27
leaf_value=0.0037227334043151792 0.00058129689311334524 0.0011162551274796454 0.0028242668024642571 0.0022271087245295542 0.0015908799902754878 0.0029313421042111458 0.0013987460971092423 0.0022390106394466406 0.0029468939550923601 0.0024922365526310443 0.0015854189708528058 0.0022421566709252454 0.0020750499721597969 0.00017149465906125014 0.00036091857574003936 0.0023186104341477577 0.003331131837736426 0.0024784693122055211 0.0029125169928193133 0.0030948304627748031 0.0012634828149875833 0.002674264664745428 0.0017145018799189086 0.0023756435565684621 0.0029676751699282047 0.0027815024355058583
leaf_weight=74 57 84 81 91 75 92 67 66 876 56 103 60 69 74 68 69 202 84 91 58 54 182 53 52 53 88
leaf_count=74 57 84 81 91 75 92 67 66 876 56 103 60 69 74 68 69 202 84 91 58 54 182 53 52 53 88
internal_value=0 0.00131137 0.00174926 0.002782 0.00238455 0.00286247 0.000767264 0.00292231 0.00295027 0.00246539 0.00123702 0.00291308 0.00247984 0.000579916 0.000778547 0.00297212 0.00301892 0.00257282 0.00265659 0.00266936 0.000913453 0.00277603 0.00219894 0.00204222 0.0027125 0.00263369
internal_weight=0 657 364 2322 391 1931 293 1678 1612 253 214 1538 150 226 152 1238 1078 316 160 300 111 240 161 105 225 172
internal_count=2979 657 364 2322 391 1931 293 1678 1612 253 214 1538 150 226 152 1238 1078 316 160 300 111 240 161 105 225 172
is_linear=0
shrinkage=0.00293013


Tree=2341
num_leaves=24
num_cat=0
split_feature=4 2 12 2 2 2 4 12 12 42 41 0 15 4 4 4 157 12 16 475 16 4 402
split_gain=93.0997 27.8513 13.7439 7.22371 6.50038 10.344 7.04054 5.81404 4.23067 3.60419 2.86946 2.68722 2.42752 2.3938 5.14001 2.21213 2.87033 2.01459 1.57827 1.51563 2.31642 1.34767 1.05544
threshold=0.31392000000000003 0.14290000000000003 0.023990000000000004 0.14019000000000004 -0.007134999999999999 0.094905000000000017 -0.17568999999999999 0.090285000000000018 -0.038859999999999992 0.09364500000000002 0.075585000000000013 -0.10934999999999999 -0.43587999999999999 0.032770000000000001 -0.0083549999999999978 0.053330000000000009 -0.08107499999999998 0.097060000000000021 -0.008454999999999999 -0.065099999999999977 0.18879500000000002 0.0033150000000000007 -0.020594999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 -1 8 -7 10 -6 12 11 -4 -2 14 -8 16 -9 -17 -10 -18 -21 22 -13
right_child=3 -3 7 -5 5 6 13 15 18 -11 -12 21 -14 -15 -16 17 19 -19 -20 20 -22 -23 -24
leaf_value=0.0015415539069262242 0.0017845573651341668 0.0011278774552691867 0.0022355935214246822 0.00040459179307428055 0.0034042118315619403 0.0026685161790789419 0.0019844358389866255 0.0020778708345677364 0.0027726041904578866 0.0007402117722863828 0.0033206649401468624 0.0030989514376056704 0.0011863239533248132 0.0021152639493288326 0.00090714270840765339 0.0025619858855677694 0.0029650812371366793 0.0019897403557030914 0.0021997797765118134 0.002645442048092147 0.0022069340700574354 0.0024810455017830755 0.0027949067982714041
leaf_weight=82 84 90 60 81 52 72 65 69 79 59 64 84 94 66 52 74 77 89 53 565 92 83 793
leaf_count=82 84 90 60 81 52 72 65 69 79 59 64 84 94 66 52 74 77 89 53 565 92 83 793
internal_value=0 0.00252323 0.00257206 0.00106272 0.00220181 0.00232507 0.00199209 0.00266615 0.0027864 0.00128753 0.00279462 0.00276159 0.00146879 0.0017258 0.00150587 0.00252195 0.00257718 0.0022497 0.00254281 0.00262409 0.00258408 0.00279443 0.00282406
internal_weight=0 2661 2571 318 521 439 255 2050 184 237 1084 1020 178 183 117 966 803 163 132 734 657 960 877
internal_count=2979 2661 2571 318 521 439 255 2050 184 237 1084 1020 178 183 117 966 803 163 132 734 657 960 877
is_linear=0
shrinkage=0.00255085


Tree=2342
num_leaves=23
num_cat=0
split_feature=1 133 43 480 10 40 124 1456 52 13 52 43 0 160 0 43 160 2 13 15 0 15
split_gain=3.94508 2.49165 2.92033 2.30194 1.8351 1.63521 1.27025 1.21117 1.11514 0.934324 1.13741 1.37203 0.974101 0.785879 2.05412 1.2283 1.08481 1.00682 0.815066 0.68509 0.946202 0.593243
threshold=0.087505000000000013 -0.24159999999999995 0.071345000000000006 -0.065749999999999989 -0.092019999999999977 -0.084924999999999987 -0.085074999999999998 -1.0000000180025095e-35 -0.54533999999999982 -0.14022999999999999 0.081010000000000013 0.080350000000000019 -0.098064999999999986 0.035095000000000008 -0.094299999999999981 -0.11248999999999999 0.10446500000000002 0.087605000000000002 -0.018299999999999997 0.10995500000000001 -0.079864999999999978 -0.093074999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 -3 -6 -7 -8 -9 -5 13 12 -12 14 21 -16 18 -17 -15 20 -14 -11
right_child=1 2 -4 9 5 6 7 8 -10 10 11 -13 19 16 15 17 -18 -19 -20 -21 -22 -23
leaf_value=0.004128446336361947 0.0030883165229032049 -0.0010401529385627851 -0.002073815569609607 0.003036421990363396 -0.0010148807084410525 0.0026455934202629168 0.0026334788899064899 0.002244101430412219 0.00071241795744566888 0.0005501287533928417 0.0038193949002901361 0.0005207439191833315 0.0019031725236255158 0.0018838091864585547 -0.00033287224177425042 0.0023003895050009706 0.0010033979342395079 0.0011794789173195032 0.0038647331912015528 0.0009527496147494778 0.0031482740434411911 -0.0012212296568277882
leaf_weight=61 72 72 54 75 58 76 63 80 753 55 52 84 365 77 54 201 102 311 54 75 125 60
leaf_count=61 72 72 54 75 58 76 63 80 753 55 52 84 365 77 54 201 102 311 54 75 125 60
internal_value=0 0.000862951 0.000724233 0.00177452 0.000861462 0.000994518 0.00111456 0.000984544 0.000859676 0.00168948 0.00162684 0.00200075 0.00220203 0.00133993 0.00112805 0.00143325 0.00195862 0.00161978 0.00270138 0.00205294 0.00222107 -0.000372914
internal_weight=0 1228 1156 1751 1102 1030 972 896 833 1690 1615 701 617 914 681 566 233 512 131 565 490 115
internal_count=2979 1228 1156 1751 1102 1030 972 896 833 1690 1615 701 617 914 681 566 233 512 131 565 490 115
is_linear=0
shrinkage=0.0123264


Tree=2343
num_leaves=19
num_cat=0
split_feature=4 40 457 40 4 0 52 4 42 42 124 150 158 0 4 4 4 52
split_gain=92.8732 16.1534 11.658 9.26131 8.14403 8.13221 9.22623 4.91232 4.31092 4.28327 2.89443 2.79981 2.59727 2.32385 1.53353 1.33598 0.750946 0.457631
threshold=0.31392000000000003 -0.034699999999999988 0.11129500000000002 0.0023950000000000004 -0.50393499999999991 -0.061204999999999989 -0.34918499999999997 0.046185000000000004 0.09364500000000002 0.088875000000000023 -0.059944999999999991 0.082085000000000019 0.019155000000000002 -0.10298499999999998 -0.012384999999999998 0.51292000000000015 0.41939500000000002 -0.54883999999999988
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 -3 7 17 11 13 -8 14 -6 -9 16 -1 -15 -2 -7
right_child=8 2 -4 -5 5 6 9 12 -10 -11 -12 -13 -14 15 -16 -17 -18 -19
leaf_value=0.0020003251254734279 0.0014055146809118645 0.0036228314243226395 0.0015739457282238696 0.0016833358979002296 0.002934291346178335 0.0031148572515401637 0.0015418521811735478 0.0023377494367830469 0.00067252165608359992 0.0024414870820626622 0.0023226912699530122 0.0025344430085706172 0.0029010364877058276 0.0013893357367357425 0.0013547360283068998 0.00079326631237995387 0.0018529101751828623 0.0027581542893587189
leaf_weight=52 54 89 59 54 1569 58 91 193 95 68 89 141 88 54 57 57 58 53
leaf_count=52 54 89 59 54 1569 58 91 193 95 68 89 141 88 54 57 57 58 53
internal_value=0 0.00270404 0.00276386 0.00279305 0.00281854 0.00278687 0.00234541 0.00284672 0.00115601 0.00192678 0.00195967 0.00290134 0.00251426 0.00136185 0.00166299 0.00108351 0.00163746 0.0029448
internal_weight=0 2661 2463 2404 2350 2261 270 1991 318 159 198 1710 281 223 109 111 112 111
internal_count=2979 2661 2463 2404 2350 2261 270 1991 318 159 198 1710 281 223 109 111 112 111
is_linear=0
shrinkage=0.00270699


Tree=2344
num_leaves=37
num_cat=0
split_feature=1 50 52 4 2 52 52 13 11 1 52 151 1 1 48 160 52 1 52 52 1213 4 13 1 133 402 403 133 3 4 4 3 3 403 160 3
split_gain=3.12625 3.24818 3.91121 4.16287 2.45351 2.22125 2.01752 1.89128 1.65601 1.4643 1.46314 1.41003 1.66904 1.36739 2.25782 0.774084 0.740504 0.844086 1.2405 0.747558 0.863623 0.746381 0.847152 0.630148 0.628469 0.788198 0.688961 0.664084 0.650807 0.61284 0.583018 0.572522 0.485567 0.471933 0.313733 0.171144
threshold=0.087545000000000026 0.021890000000000003 -0.087329999999999991 -0.068329999999999988 0.090990000000000015 -0.22495999999999997 -0.013914999999999999 -0.18997999999999995 1.0000000180025095e-35 0.10075500000000003 -0.51745999999999992 -0.024429999999999997 0.122075 0.12040000000000002 0.089155000000000012 -0.021314999999999997 1.0000000180025095e-35 0.080320000000000016 -0.032354999999999988 -1.0000000180025095e-35 0.036805000000000011 -0.019794999999999997 -0.046389999999999994 0.091725000000000015 1.0000000180025095e-35 -0.0087199999999999986 1.0000000180025095e-35 0.086150000000000018 -0.088734999999999994 -0.074254999999999988 -0.054114999999999989 -0.071844999999999978 -0.088314999999999991 0.10232000000000001 -0.053494999999999994 -0.082204999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 -4 11 10 -3 -6 16 23 -2 -5 15 14 -9 -13 17 19 -19 20 21 22 -1 -8 25 -18 28 -26 -27 -21 -30 34 -23 -28 -29 -36
right_child=1 6 3 4 7 -7 9 13 -10 -11 -12 12 -14 -15 -16 -17 24 18 -20 29 -22 32 -24 -25 27 26 33 31 30 -31 -32 -33 -34 -35 35 -37
leaf_value=0.0019735605551965802 0.0025349010979432061 -0.00024843251691666169 -0.004401073755272474 -0.00084454435214490029 0.0016985758902963706 0.0045030069908977783 0.0031685734666525287 0.00093463992197611397 0.0043833771025144274 0.0050406055028552922 -0.00047329193493636257 0.0017437657916671747 0.00016264793658223901 -0.003228719554764229 -0.0030692990430965903 0.0040588988293031782 0.0038006335447787142 -0.0013268283924454736 0.0020540380913864403 0.001950191844579139 0.0040955188375245621 0.0038270802402782791 -0.00051897732604756558 0.0011721706363853302 0.00420127560599834 4.3492733168630282e-05 0.0039694468351091769 0.0014231253588302848 0.0011391823396098327 -0.00028995745310226104 0.0028487655648783681 0.0040312490669435113 0.0021370599854851832 0.0018934580579230977 0.0021951807182064606 0.0033304946606363185
leaf_weight=95 103 55 53 60 68 84 103 101 87 78 73 73 89 73 59 81 58 55 60 64 57 53 58 71 83 75 53 88 138 65 86 56 310 65 89 60
leaf_count=95 103 55 53 60 68 84 103 101 87 78 73 73 89 73 59 81 58 55 60 64 57 53 58 71 83 75 53 88 138 65 86 56 310 65 89 60
internal_value=0 0.00112266 0.000637622 -3.03262e-05 0.000352912 0.00232614 0.00257089 -0.000686743 0.00219397 0.00318691 0.0012862 0.00138628 0.00193781 -0.00138363 -0.000540727 0.00296259 0.00207967 0.00172917 0.000435592 0.00194084 0.00219285 0.00198234 0.00102754 0.00235495 0.00241596 0.00202152 0.00177365 0.00291379 0.00135722 0.000820089 0.00179632 0.00254849 0.00238429 0.00282737 0.0021974 0.00265352
internal_weight=0 1224 917 657 604 260 307 301 1755 252 176 303 243 233 160 154 1668 817 115 702 573 516 153 174 851 475 417 376 299 129 224 293 363 118 237 149
internal_count=2979 1224 917 657 604 260 307 301 1755 252 176 303 243 233 160 154 1668 817 115 702 573 516 153 174 851 475 417 376 299 129 224 293 363 118 237 149
is_linear=0
shrinkage=0.0162644


Tree=2345
num_leaves=19
num_cat=0
split_feature=4 41 2 0 0 4 4 0 2 52 49 4 4 15 52 48 4 4
split_gain=3.45939 1.87218 2.03703 1.40056 1.16274 2.67661 1.39139 2.4109 1.31969 1.00899 0.912755 0.808068 1.88646 0.965528 0.617998 0.519803 0.429076 0.330972
threshold=0.27258000000000004 0.078150000000000011 0.13631000000000001 -0.19166999999999998 -0.11167499999999998 -0.0029949999999999998 0.053925000000000008 -0.097774999999999987 -0.007134999999999999 0.042815000000000006 0.098965000000000011 0.50027500000000014 0.51292000000000015 -0.090324999999999989 -1.0000000180025095e-35 0.090135000000000007 -0.082619999999999985 0.18572000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -6 -9 11 14 13 -13 -2 -8 -4 -3 -7
right_child=9 16 15 4 6 17 10 8 -10 -11 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=0.0030606018264718736 -0.0026288556192034947 0.0022783628302266391 0.00031443504448584698 -0.001648730665452256 0.0044589140021180865 0.00097896220367158816 0.0020835366278410517 -0.00040889017660996534 0.0014969080400436226 0.0011601791788296649 -0.0013910828771655133 0.0019573505656905283 -0.0015494273079372373 -0.00013415572972019844 0.00010791046768547814 -0.0017255806092789936 0.0041183379696133043 0.0025654272303599541
leaf_weight=97 68 52 52 88 56 59 52 79 1793 87 53 63 65 62 91 52 55 52
leaf_count=97 68 52 52 88 56 59 52 79 1793 87 53 63 65 62 91 52 55 52
internal_value=0 0.00135352 0.0012741 0.00135917 0.00128806 0.000231521 0.00138698 0.00150485 0.0014164 -0.000184185 0.000226716 -0.000638115 0.00017536 -0.00144026 0.000827398 -0.00070409 0.00322559 0.00172356
internal_weight=0 2631 2524 2420 2323 199 2124 1928 1872 345 196 258 128 130 143 104 107 111
internal_count=2976 2631 2524 2420 2323 199 2124 1928 1872 345 196 258 128 130 143 104 107 111
is_linear=0
shrinkage=0.0144423


Tree=2346
num_leaves=31
num_cat=0
split_feature=2 12 2 2 2 3 0 457 12 3 0 12 2 11 16 3 16 51 3 2 12 43 3 1213 2 0 3 43 16 13
split_gain=63.7798 33.0886 14.9868 9.05322 7.40427 4.49888 5.00323 4.11329 4.05967 2.76012 3.26571 2.63559 2.694 2.29299 1.91577 1.85127 1.84561 1.91045 1.81347 1.64476 1.08719 1.34579 0.808714 1.0451 1.46977 1.30657 0.718851 0.692558 0.437788 0.360852
threshold=0.13554000000000002 0.078120000000000009 0.072175000000000017 0.10869000000000002 0.17553000000000005 0.0025650000000000004 -0.068189999999999987 0.08351500000000002 0.093125000000000013 -0.15415499999999996 -0.10998999999999999 -1.0000000180025095e-35 0.096435000000000007 0.089270000000000002 -0.50472499999999987 -0.0024599999999999995 -0.066844999999999988 0.017990000000000003 0.0066850000000000008 0.10859000000000001 0.10279500000000001 -0.01418 -0.080349999999999991 -0.080279999999999976 0.085730000000000015 -0.084044999999999995 -0.07934999999999999 -0.078624999999999987 -0.071129999999999985 0.064420000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 15 6 -1 11 9 -3 -11 -4 -13 16 -5 -2 20 19 -16 27 21 -10 23 25 -25 -12 -24 -18 -28 -22
right_child=4 8 3 14 -6 -7 -8 -9 13 10 22 12 -14 -15 18 -17 17 -19 -20 -21 29 -23 26 24 -26 -27 28 -29 -30 -31
leaf_value=0.0022662069598889463 0.0015930998787558584 0.0034303053972107116 0.0023377781636617907 0.0012262270717799768 6.588427041164633e-05 0.00053077498037920774 0.0010343815657091002 0.0019462087454462493 0.002677622466383632 0.0022067950059711057 0.0028875628998237734 0.00269359400542055 0.0035789514424168071 0.0020216846401021125 0.0014839819728945584 0.00090467890935167297 0.0029418347896819452 0.0019261887195004379 0.0022279677074983286 0.0021748987669655282 0.0023963938248109046 0.0032167963681090585 0.002375479302272067 0.0030638734435231448 0.0028003949331326483 0.0023379722005081073 0.0029273172166900401 0.0025737319434046588 0.0025940891411099084 0.0027365296668105926
leaf_weight=52 71 67 79 56 76 61 75 74 91 83 94 82 53 71 54 75 66 54 71 84 64 84 60 359 449 72 83 187 71 58
leaf_count=52 71 67 79 56 76 61 75 74 91 83 94 82 53 71 54 75 66 54 71 84 64 84 60 359 449 72 83 187 71 58
internal_value=0 0.00253679 0.00193964 0.00223123 0.000837988 0.00121204 0.00153901 0.00256722 0.00272387 0.00282512 0.00279319 0.00278182 0.00304142 0.00254535 0.00169643 0.00123968 0.00259934 0.002461 0.00190683 0.0025466 0.00278135 0.00293661 0.00283413 0.00287184 0.0029175 0.00264938 0.00266234 0.00266989 0.0027739 0.00255836
internal_weight=0 2754 657 469 222 188 127 288 2097 1338 1271 214 135 759 181 146 688 391 125 337 297 175 1188 974 808 166 214 253 154 122
internal_count=2976 2754 657 469 222 188 127 288 2097 1338 1271 214 135 759 181 146 688 391 125 337 297 175 1188 974 808 166 214 253 154 122
is_linear=0
shrinkage=0.0030485


Tree=2347
num_leaves=12
num_cat=0
split_feature=1 147 1 1186 34 1427 41 12 393 12 16
split_gain=2.92259 1.11843 1.26093 1.1534 1.10449 1.10557 1.05713 1.35939 1.02817 1.10725 0.542727
threshold=0.13601500000000002 0.087170000000000011 0.10500500000000001 0.084100000000000022 -0.085489999999999997 1.0000000180025095e-35 0.078385000000000024 0.085325000000000012 0.083525000000000016 -1.0000000180025095e-35 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 8 -8 9 -6 -2
right_child=10 2 -4 -5 5 -7 7 -9 -10 -11 -12
leaf_value=0.0030342764922001784 9.8310815467657551e-05 -0.0012102177360396285 0.0013714772860451893 -0.00043757582452296238 0.00011027460657563078 0.0025451858560732827 0.0036208416656703431 0.00086043381648521534 0.002389106844823778 0.0011020183310885691 -0.0013145451563198621
leaf_weight=54 94 70 56 71 204 94 62 56 93 2037 85
leaf_count=54 94 70 56 71 204 94 62 56 93 2037 85
internal_value=0 0.00111797 -6.17112e-05 0.00117367 0.00121773 0.00117914 0.00112672 0.00231198 0.00106674 0.0010118 -0.000571834
internal_weight=0 2797 126 2671 2600 2546 2452 118 2334 2241 179
internal_count=2976 2797 126 2671 2600 2546 2452 118 2334 2241 179
is_linear=0
shrinkage=0.0128244


Tree=2348
num_leaves=18
num_cat=0
split_feature=4 2 48 49 43 401 2 160 4 11 4 49 4 15 15 159 402
split_gain=2.42568 1.12413 1.15368 1.06781 2.50086 1.11855 1.2079 1.0314 1.0337 1.73329 1.51502 0.861989 1.23031 1.34817 0.752201 0.578351 0.532541
threshold=0.27258000000000004 0.13631000000000001 0.10971000000000002 -0.093809999999999991 -0.080384999999999984 0.086390000000000008 0.087405000000000024 -0.54959499999999994 -0.17568999999999999 0.085990000000000011 -0.10701499999999999 -1.0000000180025095e-35 0.51292000000000015 -0.41956999999999994 -0.025879999999999997 0.10557000000000001 0.095010000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 16 -5 9 -9 -10 -2 13 -13 -3 -14 -7
right_child=11 14 -4 5 -6 6 -8 8 10 -11 -12 12 15 -15 -16 -17 -18
leaf_value=0.00065625882712205613 -0.0017182346753751474 0.00089488397163458612 0.0031344580230175736 -0.0011545766922872039 0.0053199489931454041 0.0044892598942689261 0.0006203795621837671 0.0033251954276784543 -0.0011877260754164 -6.0354379536443464e-05 0.0010807142251672854 0.002865580706249132 4.9192052045109548e-05 -0.00013312940220119862 -0.0017562739594534703 -0.0022209439145233815 0.0023566674199124288
leaf_weight=67 75 57 83 53 52 52 69 122 78 56 1819 66 59 90 52 55 71
leaf_count=67 75 57 83 53 52 52 69 122 78 56 1819 66 59 90 52 55 71
internal_value=0 0.00121588 0.00128442 0.00122139 0.0026956 0.0011457 0.00231204 0.00104038 0.00109653 0.00225912 0.000987352 -0.000205712 0.000213803 0.00113446 -0.000368327 -0.00104456 0.00325964
internal_weight=0 2631 2522 2439 119 2320 192 2128 2075 178 1897 345 270 156 109 114 123
internal_count=2976 2631 2522 2439 119 2320 192 2128 2075 178 1897 345 270 156 109 114 123
is_linear=0
shrinkage=0.0159455


Tree=2349
num_leaves=21
num_cat=0
split_feature=4 2 124 14 0 4 2 0 0 14 4 15 52 48 150 2 51 4 13 4
split_gain=104.652 30.2335 18.0454 10.1794 10.08 9.89485 6.34071 4.81376 4.48397 3.8581 3.24209 3.16609 5.91651 2.42462 2.37795 2.36234 2.11039 1.23269 0.844293 0.841476
threshold=0.31392000000000003 0.13631000000000001 -0.048219999999999992 0.073890000000000011 -0.12851999999999997 0.020110000000000006 0.16167500000000004 -0.15445999999999996 -0.076204999999999981 -0.46226499999999993 0.053925000000000008 0.025430000000000005 -0.44829999999999998 0.08956500000000002 0.081245000000000026 -1.0000000180025095e-35 0.116525 0.18095500000000003 -0.006154999999999999 -0.079814999999999983
decision_type=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 9 -4 10 -2 16 12 -10 -3 18 -1 -6 -12 -11 -13
right_child=6 13 3 -5 8 -7 -8 -9 11 14 17 19 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0013981641898304521 0.001888174794506782 0.0017453899053634159 0.0022435097499156355 0.0037252660505192941 0.0030108075418778875 0.0030988624388178362 0.00022192457973694654 0.0011459376028891374 0.0029791462810326618 0.001063147894782799 0.0023616636332340056 0.0031406910892585547 0.0022881047774189474 0.00094345577538235213 0.0015514630922195227 0.0021181089884841596 0.0025001131941451561 0.0028477004540217871 0.00064471459395287788 0.002802796653712161
leaf_weight=52 56 55 63 92 1241 58 52 55 138 98 89 80 268 56 59 95 63 69 56 181
leaf_count=52 56 55 63 92 1241 58 52 55 138 98 89 80 268 56 59 95 63 69 56 181
internal_value=0 0.00272449 0.00278484 0.00284132 0.00280602 0.00218272 0.00108792 0.00173217 0.00285754 0.00125522 0.00294165 0.00267314 0.00252306 0.00134107 0.00108867 0.00186363 0.00298616 0.0025741 0.000911178 0.00290648
internal_weight=0 2655 2544 2397 2305 176 321 118 2129 269 1462 667 406 111 213 147 1304 158 154 261
internal_count=2976 2655 2544 2397 2305 176 321 118 2129 269 1462 667 406 111 213 147 1304 158 154 261
is_linear=0
shrinkage=0.00270699


Tree=2350
num_leaves=33
num_cat=0
split_feature=1 1 12 2 2 15 15 2 1 12 2 12 12 42 49 1 150 2 16 12 2 13 16 12 475 13 15 13 13 2 1 42
split_gain=256.527 46.4935 27.1821 15.673 12.8727 6.11534 5.20107 4.30612 4.97743 4.00062 3.96806 3.73513 3.38777 4.55525 2.67955 2.03669 2.38749 1.91518 1.90579 1.7326 1.68116 1.6305 1.6096 1.16243 1.15785 1.04496 1.01284 0.680413 2.24515 0.62925 0.47702 0.31585
threshold=0.10575500000000002 0.13074500000000003 0.088325000000000015 0.099845000000000003 -0.0050599999999999994 -0.2987999999999999 -0.43587999999999999 0.089570000000000025 0.087305000000000008 1.0000000180025095e-35 0.14132000000000003 0.087065000000000017 0.10544500000000001 0.09087000000000002 0.10078000000000002 0.12072500000000001 0.08486500000000001 0.072175000000000017 -0.005239999999999999 0.10253500000000002 0.082165000000000016 -0.00027999999999999998 -0.08267999999999999 0.091495000000000007 -0.0029899999999999996 -0.0019149999999999998 -0.033234999999999994 -0.077504999999999977 -0.052124999999999998 0.095565000000000011 0.08901000000000002 -0.047934999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 -1 6 -3 17 11 22 -7 18 13 -4 19 16 25 21 -9 26 -19 27 -5 24 -22 -2 -11 30 -29 31 -6 -13
right_child=1 5 12 9 7 10 -8 8 -10 14 -12 29 -14 -15 -16 -17 -18 20 -20 -21 23 -23 -24 -25 -26 -27 -28 28 -30 -31 -32 -33
leaf_value=0.0024163136608303716 0.0014270353228189472 0.00042586450507763664 0.0036096276126303967 0.0028340772287546042 0.0033810386798237384 0.0012998124588641171 -0.00072787251967344931 0.0034502818367293875 0.0024597932333416703 0.0031272810918842888 0.00025689017142331843 0.0034450310813479946 0.0021610137575946908 0.0025084164201944325 0.0026074269746556265 0.00081318285679519552 0.00095704458742480931 0.0041070765291188992 0.0041590767228417745 0.0028757808137066061 0.003863289548565383 0.0029759836780470306 0.0022130435324600015 0.0032571644543106203 0.0035830304544982291 0.0019453430972875769 0.0035868369039769661 0.0030181654544414968 0.0036680540207701057 0.0030060717110870893 0.0037009240274191008 0.0032191971222051015
leaf_weight=92 71 68 53 53 55 60 53 63 53 75 52 70 52 63 88 53 56 55 55 94 142 59 82 69 608 52 75 81 83 89 119 188
leaf_count=92 71 68 53 53 55 60 53 63 53 75 52 70 52 63 88 53 56 55 55 94 142 59 82 69 608 52 75 81 83 89 119 188
internal_value=0 0.00133151 0.00190265 0.00331213 0.00342462 0.000350893 -7.92478e-05 0.00347645 0.00326358 0.00285901 0.000815862 0.00335513 0.00274864 0.00301181 0.00302236 0.00128991 0.0014309 0.00356319 0.0037809 0.00317189 0.00363592 0.00340299 0.00245708 0.00360424 0.00363613 0.0016464 0.00335726 0.00347744 0.00334725 0.00321026 0.00359998 0.00328058
internal_weight=0 633 400 2348 1881 233 121 1789 518 467 112 465 168 116 332 232 179 1271 118 244 874 397 135 819 750 123 150 338 164 347 174 258
internal_count=2981 633 400 2348 1881 233 121 1789 518 467 112 465 168 116 332 232 179 1271 118 244 874 397 135 819 750 123 150 338 164 347 174 258
is_linear=0
shrinkage=0.00276112


Tree=2351
num_leaves=33
num_cat=0
split_feature=1 1 52 39 2 2 2 1 4 2 4 1 1 2 4 15 4 1 42 4 13 2 42 1212 47 15 131 15 4 133 49 133
split_gain=122.317 22.246 13.5023 11.2521 8.26252 7.85313 7.69006 5.83722 5.36825 4.97381 4.21472 5.58343 2.64514 3.1418 2.8799 2.58552 2.00299 2.35664 1.59206 2.19403 1.59081 2.14593 1.43168 1.28316 1.24827 1.21446 1.17777 0.957283 0.909301 0.722955 0.639026 0.851127
threshold=0.10575500000000002 0.13074500000000003 -0.40011499999999994 0.055555000000000007 0.092155000000000015 0.17553000000000005 1.0000000180025095e-35 0.092900000000000024 0.27998000000000006 -1.0000000180025095e-35 -0.42305999999999994 0.08864000000000001 0.083670000000000008 0.084095000000000017 0.0063750000000000013 -0.44792999999999994 -0.075324999999999989 0.091395000000000018 0.091895000000000018 0.074650000000000008 -0.064249999999999988 0.113445 0.081180000000000016 0.091640000000000013 0.085165000000000018 -0.026469999999999997 0.089115000000000014 0.091600000000000015 -0.012164999999999999 -0.021469999999999996 0.091255000000000017 0.077945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 9 -5 -3 -4 -6 20 13 22 16 -10 17 29 19 -8 30 28 -1 24 27 -18 -27 -15 -22 -14 31 -12
right_child=1 5 6 7 10 -7 18 -9 15 -11 11 -13 14 23 -16 -17 25 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 -32 -33
leaf_value=0.0041381629946373351 0.0035923963552392259 0.0021046629984498369 0.0019888248539223093 0.0030072308570375491 0.0036242357004059827 0.00022144058959612455 0.0012001179855036528 0.0018141070486771284 0.0015374603515260722 0.0030979419779807427 0.0030866712253245811 0.0022286489362949467 0.0036006748463893621 0.0035532231713083207 0.0026722926509188758 0.00069072246396910679 0.0032839825075200403 0.0026925793084373404 0.0021589836506008915 0.0018765985300575657 0.0032903779298313067 0.0025380323169999588 0.0036021976658484182 0.0030688808850455394 0.0030758168892434136 0.0039057831480907228 0.0033905536762835571 0.0031700296064339937 0.002900565813770089 0.0031995050843827847 0.0030094371912543459 0.0034722602274226983
leaf_weight=86 54 66 57 73 95 52 64 59 55 74 77 69 56 636 56 60 100 63 56 95 94 80 76 64 55 86 62 58 101 108 75 119
leaf_count=86 54 66 57 73 95 52 64 59 55 74 77 69 56 636 56 60 100 63 56 95 94 80 76 64 55 86 62 58 101 108 75 119
internal_value=0 0.00187881 0.00228185 0.00327389 0.00332151 0.00118677 0.00207722 0.00247417 0.00146393 0.00261558 0.00307066 0.00298509 0.00343976 0.00352727 0.00327901 0.00109595 0.00335048 0.00315805 0.00174906 0.00160449 0.00308063 0.00292857 0.00388691 0.00345557 0.00348857 0.00352649 0.00369015 0.00352124 0.00308863 0.00333667 0.00323484 0.00332093
internal_weight=0 633 400 2348 2216 233 346 132 181 131 710 615 1506 975 531 115 475 227 215 159 546 275 162 813 749 248 148 694 195 164 271 196
internal_count=2981 633 400 2348 2216 233 346 132 181 131 710 615 1506 975 531 115 475 227 215 159 546 275 162 813 749 248 148 694 195 164 271 196
is_linear=0
shrinkage=0.00281635


Tree=2352
num_leaves=28
num_cat=0
split_feature=1 2 39 12 2 1 0 1 14 0 3 133 3 16 52 52 2 159 0 12 50 0 0 2 1 3 12
split_gain=100.775 19.4434 12.2085 10.4742 8.5716 5.96675 5.79477 4.90355 4.45603 3.58388 3.31903 3.04536 2.64533 3.64635 2.64276 2.01125 1.88336 2.97682 2.04931 1.69118 1.549 2.01899 1.28611 1.23927 1.14997 0.598335 0.470905
threshold=0.10921500000000002 0.14253500000000002 0.082115000000000007 0.088325000000000015 0.10384 0.12200500000000002 -0.12851999999999997 0.092900000000000024 -1.0000000180025095e-35 -0.079119999999999982 -0.0005399999999999999 -0.037434999999999989 0.11995000000000001 -0.44388499999999992 -0.54533999999999982 -0.046194999999999993 0.088735000000000022 0.018290000000000004 -0.14104999999999998 0.087470000000000006 0.08956500000000002 -0.076734999999999984 -0.098064999999999986 0.11411 0.084470000000000003 -0.09738999999999999 0.091495000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 9 -5 -6 -4 -2 16 -3 -11 13 -10 -8 -16 18 24 -1 -13 21 -21 -20 -17 26 -24 -18
right_child=1 10 7 5 6 -7 14 -9 12 11 -12 19 -14 -15 15 23 17 -19 22 20 -22 -23 25 -25 -26 -27 -28
leaf_value=0.0039097162263503297 0.0024406515402529455 0.0013449195519410104 0.0029562334467595932 0.0031586117258672998 0.0019354852708688816 0.0019288440253794838 0.0035392805287768614 0.0018760289588310836 0.0018509717940671236 0.0024520740970695471 0.00036154524727578108 0.0035480081602599699 0.001987451235154166 0.00082828242437345322 0.0024563666981042924 0.0032793752899059419 0.003300205043915201 0.0037279597763806432 0.0030748817131331977 0.003395850089747572 0.0034345901304684225 0.0027792508799810382 0.0037809747668728949 0.0027692972572006379 0.002701844152291692 0.0034603066287969336 0.0030373265595591507
leaf_weight=96 61 52 72 99 53 55 66 79 54 54 75 101 69 74 76 93 156 91 77 69 90 157 58 81 52 813 108
leaf_count=96 61 52 72 99 53 55 66 79 54 54 75 101 69 74 76 93 156 91 77 69 90 157 58 81 52 813 108
internal_value=0 0.00178724 0.00321522 0.00210245 0.00326951 0.00271962 0.00285171 0.0023913 0.00173393 0.00334971 0.000764438 0.00312242 0.00151494 0.00125998 0.00300528 0.00286417 0.00342347 0.00324988 0.00349111 0.00320915 0.00310074 0.00296765 0.00344869 0.00304211 0.0031121 0.0034817 0.00319278
internal_weight=0 539 2442 412 2291 154 369 151 258 1922 127 471 197 128 316 250 1451 407 1044 417 316 226 948 174 316 871 264
internal_count=2981 539 2442 412 2291 154 369 151 258 1922 127 471 197 128 316 250 1451 407 1044 417 316 226 948 174 316 871 264
is_linear=0
shrinkage=0.00298873


Tree=2353
num_leaves=21
num_cat=0
split_feature=4 2 12 2 13 4 2 2 51 15 4 0 2 12 2 0 123 12 13 4
split_gain=143.253 37.3883 31.2215 11.8563 10.0738 8.45441 8.34684 6.69984 3.25018 3.96526 2.99806 6.25314 3.57183 3.46257 2.84502 2.63286 2.36882 2.1858 1.49708 1.42651
threshold=0.31392000000000003 0.14253500000000002 -0.020034999999999994 0.14870000000000003 -0.16392499999999996 0.0049450000000000006 -0.0050599999999999994 0.096325000000000008 -0.032999999999999995 -0.065984999999999988 -0.42305999999999994 -0.041534999999999996 0.091915000000000011 0.093245000000000008 0.088735000000000022 -0.18713499999999997 0.088610000000000008 0.086935000000000012 -1.0000000180025095e-35 -0.0014249999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 15 -4 10 -1 -8 9 -7 13 12 -12 -6 -10 -2 18 -16 -17 -9
right_child=3 -3 4 -5 5 8 7 19 14 -11 11 -13 -14 -15 17 16 -18 -19 -20 -21
leaf_value=0.00084692292403114734 0.0014877377707649294 0.00087927317518208582 0.0016637773319083029 -0.00026342587395364152 0.0034552101646565963 0.0024809291750659108 0.0027328428904353614 0.0013577598645079856 0.0029196363825683487 0.0015286357841806878 0.0028699420270211738 0.0019103066933183199 0.0025800600106022508 0.0026383076683985001 0.0019312469331279299 0.00081374834162824174 0.00039583570513779904 0.0025399027668253976 0.0013291057180611196 0.0019423833309445034
leaf_weight=55 57 82 58 59 95 62 54 58 93 53 1346 52 351 53 53 89 52 144 63 52
leaf_count=55 57 82 58 59 95 62 54 58 93 53 1346 52 351 53 53 89 52 144 63 52
internal_value=0 0.00257547 0.00262939 0.000768919 0.00271491 0.00274138 0.00170772 0.00199623 0.00240635 0.00204228 0.0028129 0.00278327 0.00281 0.00316285 0.00255063 0.00100239 0.000866643 0.00237629 0.00102753 0.00163437
internal_weight=0 2661 2579 320 2360 2302 219 164 405 115 1897 1749 1697 148 290 261 204 197 152 110
internal_count=2981 2661 2579 320 2360 2302 219 164 405 115 1897 1749 1697 148 290 261 204 197 152 110
is_linear=0
shrinkage=0.00255085


Tree=2354
num_leaves=28
num_cat=0
split_feature=1 2 49 150 43 4 4 49 49 4 2 52 16 1 2 42 43 0 0 133 16 49 0 0 16 42 474
split_gain=3.55784 1.30725 1.91878 1.11802 1.06565 2.5149 1.1198 1.0827 1.05456 1.46496 0.920864 0.870171 1.06457 1.65024 1.45751 1.28663 1.21365 0.831941 0.807115 1.3893 1.3805 0.778499 0.762914 1.46203 0.610625 0.6079 0.716068
threshold=0.121715 0.091915000000000011 -0.12164499999999999 0.089810000000000015 -0.081694999999999976 -0.14088999999999999 -0.0069049999999999988 -0.08069999999999998 -0.007794999999999999 0.070065000000000016 0.086625000000000021 -0.54533999999999982 -0.095724999999999991 0.089625000000000024 0.10892 0.086205000000000018 0.086765000000000023 -0.089594999999999994 -0.11742499999999999 0.086100000000000024 0.054560000000000004 0.089525000000000007 -0.071379999999999985 -0.077104999999999993 0.11702000000000001 0.088185000000000013 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 2 2 2 2 2 2
left_child=1 4 -3 11 5 -1 17 -6 -9 22 -8 -4 15 16 -15 21 -14 -7 -2 20 -20 -13 23 -10 -24 26 -19
right_child=18 2 3 -5 7 6 10 8 9 -11 -12 12 13 14 -16 -17 -18 25 19 -21 -22 -23 24 -25 -26 -27 -28
leaf_value=-0.0013671103676675825 0.0021369792016369426 0.005117109128649453 0.0036219081485420828 1.0225180463288986e-05 0.005346073018156431 0.0048555319086352605 -0.0003898851113415739 0.0005733810935427189 0.0029247768135471307 0.0057639897810548724 0.0026689099191171228 0.0055420425453463996 0.0022475747252225574 -0.0024845977787137153 0.0014322438300375354 0.0012638778969568834 -0.00018514500335615563 0.0024130918859543707 -0.0019974869382193496 0.0023379804847625933 0.00097035541754361774 0.0027999085234869615 0.0053541713876259847 0.0003357047609578102 0.0029293222016696613 0.0010077609053429338 0.0044337822819413052
leaf_weight=53 71 53 85 90 56 57 60 52 788 54 53 52 389 52 57 86 69 181 99 59 82 70 61 68 59 55 70
leaf_count=53 71 53 85 90 56 57 60 52 788 54 53 52 389 52 57 86 69 181 99 59 82 70 61 68 59 55 70
internal_value=0 0.00246513 0.00198179 0.00180668 0.00275584 0.0021272 0.00251665 0.00304791 0.0029288 0.00304754 0.00104317 0.00199447 0.00181575 0.00143526 -0.000434684 0.00285209 0.00188068 0.00297484 0.000551977 8.23283e-05 -0.000651942 0.00397017 0.00289706 0.00271931 0.00416346 0.00262393 0.00297735
internal_weight=0 2670 1003 950 1667 529 476 1138 1082 1030 113 860 775 567 109 208 458 363 311 240 181 122 976 856 120 306 251
internal_count=2981 2670 1003 950 1667 529 476 1138 1082 1030 113 860 775 567 109 208 458 363 311 240 181 122 976 856 120 306 251
is_linear=0
shrinkage=0.0169215


Tree=2355
num_leaves=28
num_cat=0
split_feature=4 2 12 2 2 4 2 123 2 2 15 12 11 4 0 42 52 0 43 157 1210 4 15 52 42 12 43
split_gain=120.559 39.1486 20.7635 8.9309 10.5137 8.03529 6.07144 4.85377 4.75815 4.65695 4.45631 4.3085 5.35942 2.68205 2.29804 2.09698 1.92027 1.76858 1.15669 1.15511 1.14242 1.26373 1.0775 1.02569 1.01705 0.555527 0.469166
threshold=0.31392000000000003 0.13388500000000003 0.023990000000000004 0.10859000000000001 -0.007134999999999999 -0.082619999999999985 0.14073000000000005 0.085810000000000011 0.08647500000000001 0.15305000000000002 -0.098139999999999991 0.090285000000000018 1.0000000180025095e-35 -0.012014999999999998 -0.10934999999999999 -0.079234999999999986 -0.057374999999999995 -0.105195 -0.084629999999999997 -0.077294999999999989 -0.062539999999999984 -0.076329999999999995 0.085915000000000019 -0.15201999999999996 0.10019500000000002 0.085585000000000008 -0.076744999999999994
decision_type=2 2 2 2 2 2 2 2 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 -7 -3 -10 12 14 15 -4 22 -5 -2 -15 25 -17 -22 -13 -21 26 -16 -20
right_child=6 9 11 16 5 8 -8 -9 10 -11 -12 13 -14 18 19 20 -18 -19 24 23 21 -23 -24 -25 -26 -27 -28
leaf_value=0.0026815798015639805 0.0027468075366319051 0.0027332435128027445 0.0034338288028894154 0.0022865187473565603 0.0042907803449736635 0.0040349562185201214 0.0014998215307087553 0.0017000973655965149 0.0037219859912132639 0.0017377833629086069 0.0027895164942573296 0.0044092491829202263 0.0046543983459439242 0.0032136310912342855 0.0040304956189573067 0.0034157162131984906 0.0029837232872713024 0.0022298822531138488 0.0039326647953005344 0.0035882868088146255 0.0039710524307363373 0.0037006698658782586 0.0039417443657553423 0.0039621068231852578 0.0033137785193967312 0.0043334877988455353 0.003641087041660683
leaf_weight=84 93 73 54 52 101 56 89 68 55 53 86 57 76 53 89 52 52 82 53 53 206 262 79 705 52 79 138
leaf_count=84 93 73 54 52 101 56 89 68 55 53 86 57 76 53 89 52 52 82 53 53 206 262 79 705 52 79 138
internal_value=0 0.00370255 0.00377265 0.00329918 0.00347983 0.00370475 0.00207071 0.00227969 0.00340416 0.00231473 0.00315344 0.00388723 0.00399983 0.0037623 0.00394904 0.00385376 0.00263538 0.00250475 0.00355953 0.00397906 0.00377939 0.00381974 0.00413788 0.003936 0.00363487 0.00417314 0.00372214
internal_weight=0 2620 2494 486 382 298 332 243 197 126 141 2008 1056 952 980 656 104 175 296 926 520 468 136 758 243 168 191
internal_count=2952 2620 2494 486 382 298 332 243 197 126 141 2008 1056 952 980 656 104 175 296 926 520 468 136 758 243 168 191
is_linear=0
shrinkage=0.00255085


Tree=2356
num_leaves=28
num_cat=0
split_feature=1 1 12 2 4 3 159 4 0 3 41 12 4 150 1 2 0 12 0 52 3 2 1 52 16 0 52
split_gain=179.684 37.5628 25.4925 9.85293 10.1131 8.27942 6.21358 4.25638 4.21656 5.5518 3.27553 3.56887 2.82508 2.30458 2.06325 5.78018 3.02262 1.71943 1.67718 1.59016 1.35871 0.952532 0.947679 0.872315 0.850658 0.760923 0.439667
threshold=0.10331000000000003 0.12448500000000001 0.086085000000000009 0.17553000000000005 0.41165000000000002 -0.068279999999999993 0.081975000000000006 0.049545000000000006 -0.034759999999999992 0.0025650000000000004 0.075585000000000013 0.081685000000000021 -0.040394999999999993 1.0000000180025095e-35 0.085410000000000014 0.095195000000000016 -0.14534499999999997 0.084065000000000015 -0.058589999999999996 0.0030150000000000008 -0.080624999999999988 0.13154000000000002 0.096315000000000026 -0.030234999999999995 -0.44388499999999992 -0.096444999999999989 -0.010034999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 8 4 21 7 14 10 9 -2 11 -1 -4 -11 15 -7 -16 26 -17 23 -14 -3 25 -9 -6 -19 -13
right_child=1 3 12 -5 24 6 -8 19 -10 13 -12 17 20 -15 16 18 -18 22 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.002015713977016454 0.0003526242731148214 0.0014803891744783033 0.0028046773793742163 -0.00048945609137469306 0.00043497732010372041 0.0029291894151199796 0.0028639693610905338 0.0023109218087197796 0.0017081125036706619 0.0015876943501518012 0.0031988896367422187 0.0031074449243731241 0.0018594158552000313 0.00086753692230997776 0.0015649387967969616 0.0022655174530089939 0.0022207076546345433 0.0029569033344366432 0.00171163371249579 0.0025431028249407223 0.0024098461327956727 0.0010077466551608467 0.0023474654037354587 0.0018503893732482795 3.2404520698594183e-05 0.0026593243223743289 0.0027981728496467538
leaf_weight=52 71 52 57 57 58 64 90 53 52 59 75 68 60 53 78 78 102 58 62 87 54 56 60 52 76 1213 55
leaf_count=52 71 52 57 57 58 64 90 53 52 59 75 68 60 53 78 78 102 58 62 87 54 56 60 52 76 1213 55
internal_value=0 0.00111847 0.00161388 0.000445685 0.000666056 0.00256566 0.00227166 0.00264424 0.00107911 0.000900236 0.00268704 0.00266153 0.00234864 0.00124714 0.00213277 0.00230565 0.00193669 0.00268461 0.00202042 0.00229168 0.00212038 0.00123556 0.00265827 0.0020831 0.000206852 0.00267292 0.00296937
internal_weight=0 705 406 299 242 2247 474 1773 235 183 1581 1506 171 112 384 204 180 1454 140 192 114 108 1331 105 134 1271 123
internal_count=2952 705 406 299 242 2247 474 1773 235 183 1581 1506 171 112 384 204 180 1454 140 192 114 108 1331 105 134 1271 123
is_linear=0
shrinkage=0.00250084


Tree=2357
num_leaves=21
num_cat=0
split_feature=2 4 50 30 148 158 2 2 3 160 2 1427 3 4 2 43 43 4 3 3
split_gain=2.14158 2.10455 1.41167 1.34633 1.32498 1.42995 1.80343 1.19392 1.37554 1.12078 0.901136 0.822428 0.817133 0.724384 0.596621 0.905089 0.550844 0.367162 0.279559 0.129549
threshold=0.10859000000000001 -0.34140499999999996 1.0000000180025095e-35 0.086535000000000015 -0.083929999999999991 0.078875000000000015 -0.10238999999999998 0.13554000000000002 -0.10519499999999998 -0.0076849999999999991 0.12299 0.081395000000000009 -0.07106999999999998 0.10910000000000002 0.079770000000000021 -0.008179999999999998 -0.073079999999999992 -0.008114999999999999 0.11500500000000001 0.13470000000000001
decision_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 7 4 -3 6 -6 8 -2 -1 12 13 -10 -8 -7 17 -9 -16 -14 -18
right_child=2 3 -4 -5 5 14 11 16 10 -11 -12 -13 18 -15 15 -17 19 -19 -20 -21
leaf_value=0.0070656645132066145 -0.00019303125997431093 0.0055542841533400182 0.0038689708512048412 0.0002981719696123119 -0.00030976955387220542 0.0053125170755968787 0.002732573500208287 -0.001260499401845745 0.0036568266206029837 0.0038271708812912127 0.0043077577334413248 0.0048567321473487962 0.0018055078050130445 0.0011305301593412859 0.0054485833123061557 0.0015060923214948918 0.00020678720920403452 0.0033096946748929698 0.00017512149425700434 0.0013820877436646953
leaf_weight=53 74 57 86 69 66 83 1585 57 65 100 71 56 99 97 53 53 54 52 52 70
leaf_count=53 74 57 86 69 66 83 1585 57 65 100 71 56 99 97 53 53 54 52 52 70
internal_value=0 0.0029131 0.00173037 0.00276945 0.00285048 0.00277502 0.00260117 0.00139068 0.00198752 0.00495026 0.00255042 0.00271182 0.00197189 0.0026403 0.00407559 0.00342459 0.00019925 0.00439115 0.00124532 0.000871809
internal_weight=0 2324 628 2171 2102 2045 1804 542 361 153 287 1738 216 1682 241 158 181 105 151 124
internal_count=2952 2324 628 2171 2102 2045 1804 542 361 153 287 1738 216 1682 241 158 181 105 151 124
is_linear=0
shrinkage=0.0179572


Tree=2358
num_leaves=25
num_cat=0
split_feature=4 12 12 150 150 11 11 0 4 0 39 0 0 150 160 0 50 123 12 4 160 0 1213 4
split_gain=130.302 37.063 10.2547 9.18021 8.858 8.33324 7.78554 7.00627 6.22651 7.4312 3.97875 3.47276 3.43242 1.96978 3.4663 1.57237 1.43314 1.31718 1.1414 1.36995 1.163 1.10519 0.853061 0.328801
threshold=0.31392000000000003 0.056995000000000011 0.13936000000000001 0.089155000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 0.084110000000000004 -0.15445999999999996 -0.17568999999999999 -0.076734999999999984 0.088025000000000006 -0.10071499999999999 -0.075914999999999996 1.0000000180025095e-35 -1.0000000180025095e-35 -0.11991499999999998 0.08956500000000002 0.090270000000000017 0.090285000000000018 -0.074254999999999988 -0.090189999999999979 0.051660000000000005 -0.062434999999999997 0.18095500000000003
decision_type=2 2 2 2 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 11 -7 -6 21 15 13 23 18 14 -2 -10 22 -12 20 -20 -13 -9 -14 -3
right_child=10 2 -4 -5 7 6 -8 8 9 -11 17 12 16 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.0011535454324047229 0.0014221512845611966 0.0021968867241377883 0.0016525929388476824 0.0012616728275075654 0.0030671447864278755 0.0041477655571635534 0.0029288690411268751 0.0028567424837606342 0.0019626066200135834 0.0013302939196057578 0.0007398884526187377 0.0031550751046345829 0.0022184724808402812 0.0015273570979531374 0.00062804357872434352 0.0025429805271344457 0.0029286818283165315 0.00017314545168167721 0.0029589452533913011 0.0026400206878915101 0.0028889911008090543 0.0023438830746520868 0.0025872301920152876 0.0024793107542903474
leaf_weight=53 63 59 54 92 71 62 92 70 58 96 60 141 53 52 101 78 80 56 155 255 725 53 309 64
leaf_count=53 63 59 54 92 71 62 92 70 58 96 60 141 53 52 101 78 80 56 155 255 725 53 309 64
internal_value=0 0.00262836 0.00279503 0.00203024 0.0021778 0.00282594 0.00341978 0.00230516 0.00215268 0.00189633 0.000863414 0.00277625 0.00280717 0.00107642 0.00093327 0.00229568 0.00260494 0.000466533 0.0028772 0.00276066 0.00293235 0.00263598 0.00253332 0.00234407
internal_weight=0 2620 2049 571 479 1995 154 426 355 232 332 1841 1718 216 164 136 442 116 1276 410 866 123 362 123
internal_count=2952 2620 2049 571 479 1995 154 426 355 232 332 1841 1718 216 164 136 442 116 1276 410 866 123 362 123
is_linear=0
shrinkage=0.00265391


Tree=2359
num_leaves=17
num_cat=0
split_feature=1 0 160 10 41 41 43 52 12 48 0 0 1 39 49 4
split_gain=2.24049 1.79027 1.51548 1.47284 1.23443 3.38397 1.29328 1.20267 2.0156 1.32061 1.30313 1.18545 1.02344 0.934818 0.587216 0.58467
threshold=0.12313000000000002 -0.11742499999999999 -0.54913999999999985 -0.008179999999999998 0.088100000000000012 0.075585000000000013 0.10751000000000001 -0.092084999999999986 -0.092484999999999984 0.10145000000000001 -0.097774999999999987 -0.074249999999999997 1.0000000180025095e-35 0.087735000000000021 -0.0098949999999999975 -0.037689999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 10 -9 -10 -4 -5 15 -13 -12 -8
right_child=1 3 4 11 -6 -7 12 8 9 -11 14 13 -14 -15 -16 -17
leaf_value=0.0053203691279165499 0.0032705472106109739 -0.0021467182866830147 0.0055221243565629968 -0.0011782333480685548 0.00021236783424865706 0.0061056125492921507 0.0040661467381412414 -0.00079691037103918978 0.0022652115772172523 0.00018901483333965194 0.00427292122313751 0.0030854080531185317 0.0056644351429855121 0.0001536035518801398 0.0024387278754952322 0.001877313100996353
leaf_weight=52 72 57 52 52 72 71 67 69 1604 93 58 74 54 54 377 74
leaf_count=52 72 57 52 52 72 71 67 69 1604 93 58 74 54 54 377 74
internal_value=0 0.000933538 0.00245731 0.000222798 0.00239978 0.00246223 0.00235649 0.00224186 0.00203623 0.00215154 0.00298715 0.000974148 0.00367997 0.00184996 0.0026837 0.00291868
internal_weight=0 309 2643 237 2591 2519 2448 2253 1766 1697 487 180 195 128 435 141
internal_count=2952 309 2643 237 2591 2519 2448 2253 1766 1697 487 180 195 128 435 141
is_linear=0
shrinkage=0.0169215


Tree=2360
num_leaves=23
num_cat=0
split_feature=97 13 12 16 0 1373 12 49 43 0 0 0 49 49 482 52 1429 52 403 0 13 0
split_gain=1.76908 1.65255 2.52039 1.49183 4.27086 1.55378 1.77225 2.16432 2.71158 3.16734 1.44484 1.99964 1.41064 1.27668 1.07234 1.04103 0.944125 0.896639 0.729504 0.593433 0.548392 0.533223
threshold=-0.0047149999999999996 -0.10939499999999998 0.095175000000000023 -0.071129999999999985 -0.037444999999999992 1.0000000180025095e-35 0.083885000000000015 -0.052284999999999991 -0.017474999999999997 -0.084044999999999995 -0.079794999999999991 -0.13165999999999997 -0.015164999999999998 -0.07278999999999998 0.089640000000000011 -0.078529999999999975 0.084965000000000013 -1.0000000180025095e-35 -0.23730999999999999 -0.07385499999999999 -0.39817499999999995 -0.093649999999999983
decision_type=2 2 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 7 -5 15 -10 11 20 13 -3 16 -9 18 -14 -8 21 -2 -19
right_child=1 3 -4 5 -6 -7 14 8 9 -11 -12 -13 17 -15 -16 -17 -18 19 -20 -21 -22 -23
leaf_value=-0.0012887613673019452 0.0021099725065036479 0.0022618249719092601 -0.0034618053030423031 0.0035511681953324633 0.008012669077471982 0.0052658654123401791 6.666138127796366e-05 -0.0043984089618684819 -0.0016408764757575626 0.0037374227852825445 -0.0012579125248802802 0.0051584180053312785 0.0050511194729813179 -0.0018748318746329034 4.3455877209836497e-05 -0.00058790321477170614 0.0047358275324967366 0.0019427322914914993 0.0023837087972303815 0.0010207974611164809 -0.00079069437418167793 0.0031150870395609698
leaf_weight=66 58 75 52 80 64 54 63 66 85 103 59 71 70 55 91 57 68 228 730 89 53 610
leaf_count=66 58 75 52 80 64 54 63 66 85 103 59 71 70 55 91 57 68 228 730 89 53 610
internal_value=0 0.00212473 0.000655454 0.00229099 0.0028277 0.00183327 0.00169509 0.000525135 -0.000252558 0.00130457 0.00154474 0.0024545 0.00253306 0.000510007 0.00217538 -0.00263436 0.00240045 0.00279663 0.00219991 0.00262615 0.000722986 0.00279638
internal_weight=0 2881 293 2588 1191 1397 1343 391 311 188 241 182 1127 130 952 123 861 997 793 927 111 838
internal_count=2947 2881 293 2588 1191 1397 1343 391 311 188 241 182 1127 130 952 123 861 997 793 927 111 838
is_linear=0
shrinkage=0.0206272


Tree=2361
num_leaves=28
num_cat=0
split_feature=4 3 3 123 3 39 4 3 4 4 3 16 13 11 11 4 16 3 49 15 403 3 133 4 16 133 3
split_gain=146.657 47.1386 25.6665 15.5847 12.869 6.04814 4.85181 7.38967 5.58555 4.5496 3.17318 3.00793 1.97247 1.95907 3.82928 3.66762 2.11311 1.87161 1.64924 1.46629 1.44314 1.03135 0.787798 1.33887 0.953724 0.630869 0.185771
threshold=0.31392000000000003 -0.066229999999999997 0.28833000000000003 0.080635000000000012 0.17351000000000003 0.095830000000000012 -0.14595999999999995 0.092005000000000017 -0.005814999999999999 0.049545000000000006 -0.034509999999999992 -0.105305 -0.014549999999999999 1.0000000180025095e-35 0.084110000000000004 -0.10701499999999999 0.0048000000000000013 -0.13827999999999999 -0.074429999999999982 -0.42443999999999993 -0.43560999999999994 -0.082394999999999982 0.083645000000000011 -0.037689999999999994 0.11702000000000001 0.087045000000000025 0.10021000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 6 5 17 26 8 -8 13 -10 21 -5 15 -15 -1 18 -2 -17 -19 -20 -11 23 -18 -24 -13 -3
right_child=4 2 -4 12 -6 -7 7 -9 10 11 -12 25 -14 14 -16 16 22 19 20 -21 -22 -23 24 -25 -26 -27 -28
leaf_value=0.001666666495388225 0.001044926536765058 0.0022668047638645496 -4.397114883035985e-05 0.0012830168452492947 -0.00079315766297547775 -0.00020121093682440742 0.001471590121586721 0.0010688321705962058 0.0018084436077370173 0.0025181759032784088 0.0025361567379308656 0.0018331147215925648 0.00065142478570349039 0.0031480418431247006 0.0023129262832978833 0.0019446832588858249 0.0022057961547271203 0.00081409517162851037 0.0021570039205938175 0.00024269510617071384 0.0024423738247378291 0.0020444906376957611 0.0025296521125656728 0.0016972682078565233 0.0020715631460169271 0.0014373859760902314 0.0024947660081349157
leaf_weight=57 76 53 66 56 65 63 101 83 68 52 102 60 84 59 102 55 89 60 138 62 1024 81 59 59 67 52 54
leaf_count=57 76 53 66 56 65 63 101 83 68 52 102 60 84 59 102 55 89 60 138 62 1024 81 59 59 67 52 54
internal_value=0 0.00209314 0.0014958 0.00166494 0.000242563 0.000500608 0.00189588 0.00174884 0.001957 0.00229704 0.00224523 0.00196475 0.00090426 0.00234466 0.00261914 0.00231609 0.0023409 0.000724054 0.00238757 0.000523939 0.00240851 0.0022299 0.00213351 0.00200326 0.00228629 0.00164963 0.00238211
internal_weight=0 2621 667 601 326 261 461 354 271 1954 170 245 140 1709 161 1548 1491 198 1217 122 1162 133 274 148 126 112 107
internal_count=2947 2621 667 601 326 261 461 354 271 1954 170 245 140 1709 161 1548 1491 198 1217 122 1162 133 274 148 126 112 107
is_linear=0
shrinkage=0.00260187


Tree=2362
num_leaves=12
num_cat=0
split_feature=3 1 1 3 4 15 3 43 10 2 2
split_gain=3.1714 1.06664 1.49055 1.23391 1.34175 3.10865 0.924071 0.904089 0.894132 1.85205 0.288047
threshold=0.3148450000000001 0.13962500000000003 0.13074500000000003 0.093925000000000022 -0.057674999999999997 -0.060199999999999997 0.0066850000000000008 -0.23287499999999997 -0.07884999999999999 -0.007134999999999999 0.090215000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 7 10 -9 -10 -1
right_child=-2 -3 -4 4 5 -7 -8 8 9 -11 -12
leaf_value=0.0034094518646327577 -0.0013166043258200344 0.0033324305760076729 -0.00064910110569158105 0.0021343956024289326 0.0012773699999353216 -0.0034388158794501681 0.0031654899051197062 0.0034392823770964696 -0.00068662987537312296 0.0015336151334326995 0.0020388373990099943
leaf_weight=74 96 74 76 70 89 52 88 54 92 2110 72
leaf_count=74 96 74 76 70 89 52 88 54 92 2110 72
internal_value=0 0.00151467 0.00146618 0.00152576 0.000399409 -0.000460772 0.00162114 0.00156449 0.00148869 0.00144078 0.00273465
internal_weight=0 2851 2777 2701 211 141 2490 2402 2256 2202 146
internal_count=2947 2851 2777 2701 211 141 2490 2402 2256 2202 146
is_linear=0
shrinkage=0.0153263


Tree=2363
num_leaves=23
num_cat=0
split_feature=4 2 34 0 14 2 0 15 0 4 4 0 4 4 49 2 4 43 16 16 0 16
split_gain=117.055 25.9167 18.1654 13.0604 9.73131 9.279 7.42133 5.45237 4.79183 9.66947 5.70182 3.74836 3.68737 2.9075 2.45455 2.26729 2.21293 1.39126 1.15661 0.90906 0.895933 0.767059
threshold=0.31392000000000003 0.10859000000000001 -0.066379999999999981 -0.10028499999999999 0.076450000000000004 0.14253500000000002 -0.105195 -0.41725999999999991 -0.105195 0.0019650000000000002 0.018150000000000003 -0.076734999999999984 -0.17006499999999999 0.0040650000000000009 0.0065400000000000015 0.11543500000000002 -0.040394999999999993 -0.076949999999999977 0.14976500000000001 -0.082469999999999974 -0.018054999999999998 0.041025000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 13 8 16 15 20 9 -4 11 21 -13 -3 -11 -2 18 -18 -5 -12 -8 -10
right_child=6 3 4 5 -6 -7 7 -9 10 14 19 12 -14 -15 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0020142309328168074 0.002506726313962173 0.0013845219616017734 0.0023862263446068825 0.0032177021505411536 0.0043346847846349361 0.0020426619095802161 0.0013529808659718272 0.00053151028594215007 0.0036176209327207945 0.0031950829401231353 0.0032409377829900722 0.0036551132414513335 0.0031316983632015591 0.0022920064517303234 0.0039073636934056971 0.0017865490386279259 0.0032345424122935925 0.0026339045120773829 0.0037680745278544309 0.0028324495075367894 0.0018124723857198331 0.0033853620417573383
leaf_weight=66 52 52 95 61 89 64 80 57 1085 85 68 148 302 52 62 85 59 56 54 103 52 120
leaf_count=66 52 52 95 61 89 64 80 57 1085 85 68 148 302 52 62 85 59 56 54 103 52 120
internal_value=0 0.00330025 0.0034142 0.00266376 0.00345702 0.00295557 0.00158008 0.00123196 0.00341924 0.00306028 0.00346679 0.00351552 0.00330391 0.00183854 0.0034957 0.00206011 0.00320948 0.00294231 0.00347639 0.00299506 0.00153421 0.00359452
internal_weight=0 2621 2223 398 2157 294 326 189 2068 242 1826 1655 450 104 147 137 230 115 115 171 132 1205
internal_count=2947 2621 2223 398 2157 294 326 189 2068 242 1826 1655 450 104 147 137 230 115 115 171 132 1205
is_linear=0
shrinkage=0.00270699


Tree=2364
num_leaves=21
num_cat=0
split_feature=4 3 1 10 11 0 1 4 15 41 2 15 15 1 0 4 133 43 2 3
split_gain=110.424 29.4852 16.9183 15.573 11.499 14.2429 17.8201 5.24495 4.08698 3.53998 3.53778 3.27668 2.72427 2.56654 2.50436 3.49534 1.69962 1.53656 1.33029 0.409034
threshold=0.31392000000000003 0.28833000000000003 0.12895500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.10298499999999998 0.087545000000000026 0.018150000000000003 -0.13783499999999996 0.078385000000000024 0.091290000000000024 -0.41725999999999991 -0.11532999999999999 0.096315000000000026 0.056895000000000008 -0.16523499999999997 0.097995000000000013 -1.0000000180025095e-35 0.090420000000000014 -0.080504999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 -1 5 6 12 14 17 13 -8 -4 -5 -6 15 -7 19 -2 -14 -9
right_child=2 -3 11 4 9 7 10 16 -10 -11 -12 -13 18 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.001890134633955263 0.0018400753402956758 0.0011324000724128723 0.00085159854935524712 0.0036610658787982735 0.0046525366451090518 0.0038694025901729757 0.002346573016915245 0.0031708554683984387 0.0012735293787528362 0.003255271902242333 0.0013921489062373033 -5.8990102281740128e-05 0.0025427748460369148 0.0037845135260199067 0.0027011692930042569 0.0032467510324400224 0.0024235682044172254 0.0025212105157197732 0.0031987365284660914 0.0028652471903880478
leaf_weight=86 56 66 91 61 53 82 54 56 66 53 88 54 52 67 68 1572 72 59 56 135
leaf_count=86 56 66 91 61 53 82 54 56 66 53 88 54 52 67 68 1572 72 59 56 135
internal_value=0 0.0030668 0.00125835 0.00311675 0.00315947 0.00310451 0.00252099 0.00319592 0.00185586 0.00388866 0.00175532 0.000512267 0.00316415 0.00416815 0.00325489 0.00327764 0.00280964 0.0021898 0.00288319 0.00295501
internal_weight=0 2621 326 2555 2469 2296 311 1985 181 173 142 145 169 120 1722 1654 263 115 108 191
internal_count=2947 2621 326 2555 2469 2296 311 1985 181 173 142 145 169 120 1722 1654 263 115 108 191
is_linear=0
shrinkage=0.00293013


Tree=2365
num_leaves=21
num_cat=0
split_feature=3 0 160 11 43 16 16 16 0 0 160 4 3 3 0 10 42 457 0 3
split_gain=3.54343 2.24226 3.79028 2.78571 2.9256 1.69809 1.6649 1.87537 1.15023 1.07154 1.84231 1.05238 0.945168 1.7468 0.820413 0.771833 0.806594 0.764524 0.747216 0.486251
threshold=0.3148450000000001 -0.062109999999999992 -0.11051499999999999 0.077330000000000024 -0.092454999999999982 0.066010000000000013 -0.042884999999999993 -0.25397999999999993 -0.18240499999999996 -0.12851999999999997 0.0012900000000000001 0.074650000000000008 -0.082714999999999997 -0.16574499999999995 -0.11167499999999998 -0.0062549999999999993 0.11966500000000001 0.041025000000000006 -0.23215999999999995 -0.037084999999999993
decision_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 -4 18 10 11 -10 13 -7 -2 -11 17 -17 -1 -14
right_child=14 2 5 4 -6 12 -8 -9 9 15 -12 -13 19 -15 -16 16 -18 -19 -20 -21
leaf_value=0.0023724126567023318 0.00046298565551262483 -0.0028958905550462233 -0.00040955996372432987 0.0021305828467264435 0.0072855706635945386 0.0016402615598587848 -0.0018022391621335069 0.0034970893055439075 -0.001732414702236568 0.00022981158151810999 0.0029913203832311244 0.0012409494017431072 0.00039638740972759012 0.0054513678407635486 -0.0022736757627554293 0.0020928953212777756 0.00042535994919514522 0.0034466378087812913 0.0046820502128036628 0.0021554893497344294
leaf_weight=76 52 54 66 56 52 68 61 55 63 55 61 54 64 52 55 1677 67 109 63 97
leaf_count=76 52 54 66 56 52 68 61 55 63 55 61 54 64 52 55 1677 67 109 63 97
internal_value=0 0.00195456 0.00102248 0.00216104 0.00461416 0.00147984 0.00030241 0.00136481 0.0020419 0.00194996 0.000788425 -0.000358666 0.00224185 0.00329313 -0.00094215 0.00205823 0.00211241 0.00217561 0.00342043 0.00145726
internal_weight=0 2850 517 2333 108 463 182 121 2225 2086 178 117 281 120 107 1908 1853 1786 139 161
internal_count=2957 2850 517 2333 108 463 182 121 2225 2086 178 117 281 120 107 1908 1853 1786 139 161
is_linear=0
shrinkage=0.0156328


Tree=2366
num_leaves=23
num_cat=0
split_feature=4 3 39 43 2 150 2 2 47 43 3 16 2 4 52 2 16 4 457 13 16 52
split_gain=89.6464 32.393 19.3835 5.71015 5.37046 7.97342 5.12167 2.99511 1.92492 1.836 2.80062 2.39291 2.19813 1.8096 1.73821 1.65973 1.65523 1.90927 1.12831 1.00553 0.952467 0.201855
threshold=0.31392000000000003 0.28833000000000003 0.0047850000000000011 -0.043004999999999995 0.090020000000000017 0.082085000000000019 0.14019000000000004 0.10121500000000001 0.10323000000000002 0.00042000000000000007 -0.079574999999999993 -0.071444999999999995 0.096435000000000007 0.50609000000000004 -0.53896499999999992 0.093765000000000015 -0.13895999999999997 -0.12685999999999997 -0.0056599999999999992 -0.043279999999999992 -0.54150999999999994 -0.014944999999999998
decision_type=2 2 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 8 9 13 -4 16 11 -11 15 -12 20 -13 -6 -1 -18 -19 -15 -2 -10
right_child=6 -3 3 -5 5 -7 -8 -9 21 10 12 14 -14 19 -16 -17 17 18 -20 -21 -22 -23
leaf_value=0.0032097834707571545 0.0013827556065259023 0.00081443020772644422 0.0019900825953707265 0.0026617875997459765 0.002660871983631742 0.0018061563354300066 0.00059528282031928899 0.0012562056129210044 0.0026172411272322765 0.0019144144105808648 0.0030701984969068122 0.0029587708519044987 0.0023965281450150566 0.0013456177491523219 0.0025433325866844624 0.0031894100639746504 0.0024218116476086397 0.0026154563823919661 0.0028975136867216865 0.0018175288287283731 0.00090685881257355366 0.0023743672136016438
leaf_weight=95 54 68 84 52 68 85 84 74 53 53 52 90 102 67 355 113 72 113 1041 62 67 53
leaf_count=95 54 68 84 52 68 85 84 74 53 53 52 90 102 67 355 113 72 113 1041 62 67 53
internal_value=0 0.00262284 0.00267096 0.00189808 0.00274016 0.00258148 0.00116284 0.00164655 0.00284223 0.00266056 0.00244259 0.00273259 0.00262419 0.00135343 0.00262742 0.002991 0.00286998 0.00284363 0.00286992 0.00157265 0.00111948 0.00249607
internal_weight=0 2623 2555 210 2345 918 334 158 1427 833 207 626 154 250 445 181 1321 1226 1154 129 121 106
internal_count=2957 2623 2555 210 2345 918 334 158 1427 833 207 626 154 250 445 181 1321 1226 1154 129 121 106
is_linear=0
shrinkage=0.00265391


Tree=2367
num_leaves=18
num_cat=0
split_feature=4 3 40 14 49 42 3 12 4 15 49 51 484 12 160 12 49
split_gain=125.903 39.0674 20.383 8.78738 7.43479 5.72108 7.45131 5.49155 4.5537 3.11928 2.25662 3.4308 2.15599 1.84113 2.07581 1.4273 0.984107
threshold=0.31392000000000003 0.18595000000000003 -0.037459999999999993 0.073890000000000011 -0.0086549999999999978 0.088805000000000009 0.13772500000000001 -1.0000000180025095e-35 0.032770000000000001 -0.43587999999999999 -0.053239999999999996 -1.0000000180025095e-35 0.085560000000000011 0.093455000000000024 -0.027994999999999996 -0.080929999999999988 0.096505000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 -1 6 9 -4 10 -2 11 -9 -12 14 -10 -7 -15
right_child=5 -3 3 -5 -6 15 -8 8 13 -11 12 -13 -14 16 -16 -17 -18
leaf_value=0.0018015152229067296 0.0025193004854619978 0.0013122989419792029 0.0026444148570417235 0.0042067387819470885 0.0029385814823556827 0.0012492080520108233 0.0010121242100373659 0.0036234782077516816 0.0028080527240584661 0.0017016410792792783 0.0034712779154617386 0.0027469628578995742 0.0031576422098388134 0.0026188352014061785 0.0034679929396858166 0.00061505435378837628 0.0030767924454003629
leaf_weight=85 64 78 86 91 91 52 80 55 55 81 1542 91 190 82 111 57 66
leaf_count=85 64 78 86 91 91 52 80 55 55 81 1542 91 190 82 111 57 66
internal_value=0 0.00323775 0.00329675 0.00336413 0.0023896 0.00143764 0.00168932 0.00333046 0.00335736 0.00206274 0.00340895 0.00307736 0.00343689 0.0030487 0.00324952 0.000917857 0.00282326
internal_weight=0 2623 2545 2369 176 334 225 2278 2192 145 1878 146 1732 314 166 109 148
internal_count=2957 2623 2545 2369 176 334 225 2278 2192 145 1878 146 1732 314 166 109 148
is_linear=0
shrinkage=0.00276112


Tree=2368
num_leaves=30
num_cat=0
split_feature=1 1 12 4 123 12 15 4 43 4 10 1 12 12 1 4 43 1 16 4 15 4 16 51 1 15 12 4 42
split_gain=126.702 30.4471 22.73 7.38985 6.07738 4.919 4.65618 4.26873 5.68062 4.19595 3.66286 3.14385 5.17482 2.26458 2.03643 2.03109 2.36509 1.7252 2.3604 1.66193 1.58541 1.37274 1.32588 1.41608 1.3054 0.640594 0.383646 0.370715 0.257121
threshold=0.10331000000000003 0.13662500000000002 0.086385000000000003 -0.040394999999999993 0.080635000000000012 0.10641500000000001 -0.077474999999999988 -0.16236499999999995 -0.033049999999999989 0.046185000000000004 -0.020369999999999996 0.092395000000000019 0.09253500000000002 0.086730000000000015 0.12019000000000001 -0.00090499999999999988 -0.10042499999999999 0.083670000000000008 -0.15693499999999996 -0.50231999999999988 -0.10328999999999998 0.50541500000000006 0.044620000000000007 -0.015619999999999997 0.11050000000000001 -0.047859999999999993 0.088465000000000002 -0.072004999999999986 -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=4 2 6 -4 7 -5 14 8 -1 11 -3 13 -13 15 20 16 -9 18 26 -10 -2 -12 23 -15 -8 -24 -11 -14 -20
right_child=1 10 3 5 -6 -7 24 9 19 17 21 12 27 22 -16 -17 -18 -19 28 -21 -22 -23 25 -25 -26 -27 -28 -29 -30
leaf_value=0.0020850982430864556 0.0020182290922863234 0.00025745332601285006 0.0038001964565061493 0.0030545523809300005 0.0024655872148898208 0.0019695352292143325 0.0019099204345844863 0.0040343768861678094 0.0035207076099127567 0.003574093927129058 0.0014220160321468586 0.0022610739716694798 0.0031670744406928786 0.0037281096106034795 0.0011888173836034465 0.0039049921210682365 0.0033984836635464039 0.0025307617865935636 0.0026649685120062557 0.0028278064192798821 0.0013720420426961883 0.00083658161996056073 0.0032168705734459276 0.0033177707414432265 0.0025169223477749117 0.0028316381273741334 0.003225654643711909 0.0035081628857105392 0.002941980086961735
leaf_weight=54 73 53 60 82 77 56 55 52 60 53 66 53 54 75 88 98 479 54 53 52 52 62 89 718 59 59 54 54 63
leaf_count=54 73 53 60 82 77 56 55 52 60 53 66 53 54 75 88 98 479 54 53 52 52 62 89 718 59 59 54 54 63
internal_value=0 0.00187717 0.00222062 0.00297394 0.00324475 0.00261447 0.0017644 0.00327233 0.00283701 0.0033083 0.000880808 0.00335994 0.0029836 0.00339851 0.00151809 0.00353006 0.00346081 0.00298549 0.00309547 0.00319927 0.00174966 0.00113868 0.00331055 0.00335662 0.00222433 0.0030635 0.00339853 0.0033379 0.00281567
internal_weight=0 706 525 198 2251 138 327 2174 166 2008 181 1731 161 1570 213 629 531 277 223 112 125 128 941 793 114 148 107 108 116
internal_count=2957 706 525 198 2251 138 327 2174 166 2008 181 1731 161 1570 213 629 531 277 223 112 125 128 941 793 114 148 107 108 116
is_linear=0
shrinkage=0.00281635


Tree=2369
num_leaves=38
num_cat=0
split_feature=1 1 12 2 2 3 3 49 12 1 49 3 12 12 12 41 12 3 49 1212 1456 484 47 2 51 12 12 1212 1 1 12 3 12 2 12 3 2
split_gain=149.778 33.6453 27.354 7.88968 5.66204 5.65201 6.59642 5.27875 5.09426 3.72806 5.50961 3.71641 3.32839 3.53432 2.48188 2.28552 2.15808 1.9596 1.87866 1.24527 0.93261 0.919454 0.894441 0.855738 0.797205 0.773059 0.745035 0.719231 0.52376 0.752912 0.522881 0.509993 0.44064 0.406749 0.63196 0.358889 0.209482
threshold=0.10331000000000003 0.13662500000000002 0.086385000000000003 0.095850000000000005 0.17553000000000005 0.090170000000000014 0.15217000000000003 -0.013914999999999999 0.10700500000000002 0.089745000000000019 -0.008624999999999999 -0.008624999999999999 0.080020000000000022 0.092085000000000014 0.086965000000000015 0.075585000000000013 -0.041014999999999989 -0.082439999999999986 0.047620000000000003 0.041590000000000009 0.086095000000000019 0.070005000000000012 0.077735000000000012 0.090145000000000017 -0.21875499999999998 0.11619500000000001 -0.080929999999999988 0.087865000000000013 0.091635000000000008 0.093435000000000004 0.09550500000000002 -0.07929499999999999 0.092475000000000016 0.087325000000000014 0.090455000000000021 -0.069909999999999986 0.088185000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 16 11 -7 -5 17 14 -11 26 18 -14 15 19 -3 -4 -9 20 22 23 -1 33 -15 35 -2 -21 -12 -30 -31 32 -25 34 -16 -26 -35
right_child=1 4 8 7 -6 6 -8 12 -10 10 28 -13 13 24 21 -17 -18 -19 -20 27 -22 -23 -24 31 25 -27 -28 -29 29 30 -32 -33 -34 36 -36 -37 -38
leaf_value=0.0031565888859202192 0.0015220202459169843 0.00046939187453624593 0.0032641190591185744 0.0019662832539004364 -0.0002910548784628861 0.0022919482246035426 0.0010800373767714925 0.0020009106928259774 0.0019789090570539194 0.0019673277969346893 0.0027421683208570121 0.00050527206156514444 0.0034915911568150918 0.0030459784756007016 0.0031068328495321611 0.0037756456029016758 0.0011895420592930056 0.0026059113617195946 0.0027164258364400194 0.0026736003300161367 0.0035817561141619661 0.0026441072951457526 0.0035268366497446515 0.0026395298250305598 0.0028739205059555685 0.0024232589370847082 0.0010860221168940293 0.0031377546308196682 0.0032993746842275989 0.0027183251952837303 0.003084743532789935 0.0030587300920579047 0.0029612735623396474 0.0033577769070164934 0.0027633211305189511 0.0025944560095628047 0.0031386603697827961
leaf_weight=431 69 72 74 70 52 82 59 56 58 53 70 63 65 69 184 55 57 66 57 52 56 53 58 77 130 58 54 53 56 60 64 86 61 55 55 52 115
leaf_count=431 69 72 74 70 52 82 59 56 58 53 70 63 65 69 184 55 57 66 57 52 56 53 58 77 130 58 54 53 56 60 64 86 61 55 55 52 115
internal_value=0 0.00150449 0.00185843 0.00296221 0.000477709 0.00136782 0.00178505 0.00267671 0.00266854 0.00305607 0.00277764 0.00105137 0.00277877 0.00290458 0.0031167 0.00323228 0.000787826 0.00295403 0.0023621 0.00318626 0.00323979 0.00299787 0.00320056 0.00302745 0.00278101 0.00270471 0.00133085 0.00290817 0.00294931 0.00302971 0.00290768 0.00288835 0.00278196 0.00310355 0.00302791 0.00279424 0.00320972
internal_weight=0 706 525 2251 181 327 141 557 198 1694 303 186 487 374 1391 705 129 140 113 650 545 686 489 633 309 240 123 105 250 180 124 224 138 409 239 182 170
internal_count=2957 706 525 2251 181 327 141 557 198 1694 303 186 487 374 1391 705 129 140 113 650 545 686 489 633 309 240 123 105 250 180 124 224 138 409 239 182 170
is_linear=0
shrinkage=0.00276112


Tree=2370
num_leaves=27
num_cat=0
split_feature=1 39 0 9 2 0 2 159 43 0 3 2 3 12 3 2 12 12 156 2 1213 2 2 51 1213 1
split_gain=3.58812 2.59131 2.58681 3.59162 1.75503 1.45632 2.52775 1.39149 1.36639 1.15658 1.8064 1.3784 1.11423 2.34326 0.910515 0.898516 1.26828 1.82781 0.945969 0.992789 0.836186 0.74598 0.704612 1.46318 0.556967 0.267876
threshold=0.088010000000000019 0.085505000000000012 -0.13843999999999998 1.0000000180025095e-35 0.10233000000000002 0.040570000000000002 0.097695000000000018 0.10107000000000001 -0.14724999999999996 -0.068189999999999987 -0.020049999999999995 0.11152000000000002 -0.0037099999999999998 0.088965000000000002 0.13772500000000001 0.076510000000000009 0.08598500000000002 0.085585000000000008 0.087865000000000013 0.084045000000000022 -0.13354499999999997 0.095195000000000016 0.11657500000000001 -0.090039999999999995 -0.011244999999999998 0.13216000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 7 -2 8 -7 12 21 11 -11 -3 13 -4 -6 -10 17 18 19 -17 -18 -1 23 -22 -15 -14
right_child=1 9 3 -5 14 6 -8 -9 15 10 -12 -13 25 24 -16 16 20 -19 -20 -21 22 -23 -24 -25 -26 -27
leaf_value=0.0040935577613838096 -0.0021632218238015724 0.0031117689304195144 -0.00015149442192896888 0.0070662181683870768 0.0025925295185144168 0.0037667848560501531 -0.0017491177097928657 0.00043306734617110868 0.0013857790739682054 0.0012387160553500463 -0.003497960990525946 -0.00055072498597896541 0.003590829696836482 0.0048659496643786706 -0.00037765595491635954 0.0050623602474090265 0.0048446915803194374 0.0072428546841898428 0.0059202778796099845 0.0029014028622328701 -0.00039387647785011048 0.0068042541866963633 0.0043798394241604619 0.0027639992966706863 0.0028103747063799806 0.0054593772601713685
leaf_weight=101 57 72 93 63 103 60 52 95 87 53 55 66 52 52 52 91 67 53 55 336 53 52 77 672 309 53
leaf_count=101 57 72 93 63 103 60 52 95 87 53 55 66 52 52 52 91 67 53 55 336 53 52 77 672 309 53
internal_value=0 0.00191946 0.00236212 0.00288774 0.00058348 0.00322771 0.00120408 0.00248493 0.00336545 0.000247025 -0.00117167 0.00135872 0.00283329 0.00243909 0.00159482 0.00319594 0.00330797 0.0040105 0.00365467 0.00336239 0.00287522 0.00501612 0.00271045 0.00253288 0.00310701 0.00453586
internal_weight=0 1175 929 717 212 1756 112 654 1644 246 108 138 559 454 155 1491 1404 535 482 427 869 153 802 725 361 105
internal_count=2931 1175 929 717 212 1756 112 654 1644 246 108 138 559 454 155 1491 1404 535 482 427 869 153 802 725 361 105
is_linear=0
shrinkage=0.0183163


Tree=2371
num_leaves=25
num_cat=0
split_feature=1 43 34 12 43 124 3 48 3 0 43 0 151 3 0 3 4 0 0 393 158 43 0 4
split_gain=2.54155 1.6528 2.58797 1.48104 3.72032 2.03094 2.18576 1.64209 1.4793 1.18014 1.16113 1.27335 0.896337 0.860444 1.28919 1.28245 1.1003 0.841601 0.765406 0.795473 0.690775 0.685915 0.563296 0.332081
threshold=0.089625000000000024 -0.081694999999999976 -0.049569999999999996 0.089395000000000016 0.0034500000000000004 -0.082899999999999988 -1.0000000180025095e-35 0.092020000000000005 -0.14186499999999996 -0.084914999999999977 -0.088909999999999989 -0.083414999999999975 -0.0077149999999999988 0.088880000000000015 -0.14920999999999998 -0.15415499999999996 0.054720000000000012 -0.076734999999999984 -0.095909999999999981 0.084330000000000016 0.078875000000000015 -0.12788999999999998 -0.067664999999999989 0.08920500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 -2 4 5 -3 -7 12 -5 -10 11 -4 -8 14 -1 -16 18 -11 -17 21 23 -20 -19 -18
right_child=1 3 10 8 -6 6 7 -9 9 17 -12 -13 -14 -15 15 16 20 22 19 -21 -22 -23 -24 -25
leaf_value=0.0045111666875770721 -0.00291151544951475 0.0045526020956047578 5.0612558011217023e-05 0.0044190104290542723 -0.0026273693570190181 -0.001142054349670698 0.0046972392666467973 0.00028909968674391745 -0.0002839084876529035 0.0041474514719019515 -0.00063859830818766233 0.0033247371899502226 0.002123998500386649 0.00077851154858990784 5.8544458034005132e-06 0.0040578454121117423 -0.00034270860185836414 0.00088363939078431081 0.0038038427627037192 0.00096938043172938699 0.002715968012492445 0.0025090841006299787 0.0029583977618894155 0.001338879617876736
leaf_weight=83 56 60 55 90 62 81 55 102 52 61 69 81 117 85 60 98 56 80 126 84 65 1111 66 76
leaf_count=83 56 60 55 90 62 81 55 102 52 61 69 81 117 85 60 98 56 80 126 84 65 1111 66 76
internal_value=0 0.00139988 0.000248284 0.00176355 0.001162 0.00172855 0.00125075 0.00195875 0.00258522 0.00194731 0.00111231 0.00200194 0.00294787 0.00241175 0.00249057 0.0023904 0.00247883 0.00250867 0.00264024 0.00253494 0.00131523 0.00264111 0.00182276 0.000624137
internal_weight=0 1087 261 826 477 415 355 274 349 259 205 136 172 1844 1759 1676 1616 207 1419 1321 197 1237 146 132
internal_count=2931 1087 261 826 477 415 355 274 349 259 205 136 172 1844 1759 1676 1616 207 1419 1321 197 1237 146 132
is_linear=0
shrinkage=0.0165897


Tree=2372
num_leaves=32
num_cat=0
split_feature=12 2 3 43 43 43 457 12 3 13 2 3 16 16 157 48 124 16 16 16 155 52 16 484 3 52 484 49 16 12 13
split_gain=79.7429 31.3424 22.1597 11.9473 10.4367 8.16408 7.36771 6.90478 5.88936 3.95956 3.62757 4.74582 3.04886 2.62352 2.39602 3.32196 1.96752 1.6373 1.61814 1.60069 2.5253 1.41958 1.25488 1.75285 1.1107 1.07622 1.04863 1.15547 1.00023 0.92609 0.67364
threshold=0.078120000000000009 0.13270000000000001 0.28833000000000003 -0.031974999999999996 0.0049250000000000014 -0.10761 0.088850000000000026 0.093245000000000008 0.11391500000000002 -0.085859999999999978 0.08784500000000002 -0.12711499999999995 -0.23389999999999997 -0.08267999999999999 -0.0091799999999999989 0.083540000000000017 -0.082389999999999977 -0.00083999999999999993 0.0060400000000000011 -0.076439999999999994 0.083290000000000017 -0.0092149999999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 0.076825000000000018 0.056265000000000009 -0.081614999999999979 -0.010069999999999997 -0.17773999999999998 0.10383500000000001 -0.086439999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 5 6 -1 8 10 13 -7 11 -2 -9 -5 17 28 -11 -12 26 25 22 -4 29 -24 -15 -14 -13 -28 -16 -21 -30
right_child=1 -3 21 4 -6 9 -8 12 -10 16 14 18 19 24 15 -17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 27 -29 30 -31 -32
leaf_value=0.0023729469570154581 0.0039562830090303759 0.0011486058015049562 0.00042828447687252912 0.0025066019317544013 0.0013230897637689018 0.0019913456840787054 0.0016572596045622517 0.0021637576862032753 0.0019772319490023787 0.0014335751032914016 0.0028499592463971817 0.0028745217728467273 0.0027692217008863668 0.0028382892371676882 0.0025328948939449618 0.0021470006300270887 0.00079469586526381328 0.003514629398880973 0.0026741040345947425 0.002942770104688078 0.0031402536990176883 0.0010354271247107261 0.0028807489645190612 0.0022935738158346773 0.0033495038168461101 0.0032342561998208335 0.0028176240333668882 0.0032485468671166768 0.0032465499031335801 0.0025167480997856134 0.0028867501552992075
leaf_weight=83 61 78 54 67 63 53 58 66 60 73 52 84 69 52 52 57 81 70 56 114 91 71 57 143 102 97 55 602 55 65 190
leaf_count=83 61 78 54 67 63 53 58 66 60 73 52 84 69 52 52 57 81 70 56 114 91 71 57 143 102 97 55 602 55 65 190
internal_value=0 0.00290126 0.0018651 0.00206225 0.00237672 0.00162623 0.00257244 0.00296839 0.00276123 0.00132668 0.00308755 0.00319727 0.00274192 0.00297395 0.00288972 0.00277182 0.00109774 0.00323157 0.00313914 0.00280187 0.0027173 0.000773382 0.00261567 0.00246107 0.00317708 0.00304114 0.00317424 0.00321252 0.00289163 0.00278824 0.00296764
internal_weight=0 2114 817 692 402 290 339 2036 281 207 1334 858 702 221 476 354 154 122 797 636 470 125 379 200 154 166 741 657 297 179 245
internal_count=2931 2114 817 692 402 290 339 2036 281 207 1334 858 702 221 476 354 154 122 797 636 470 125 379 200 154 166 741 657 297 179 245
is_linear=0
shrinkage=0.00281635


Tree=2373
num_leaves=17
num_cat=0
split_feature=39 150 9 34 14 13 42 42 150 158 42 48 13 43 150 13
split_gain=2.23993 1.83565 2.17099 5.61068 2.22024 1.5255 1.50237 1.39392 1.33224 0.846489 1.58193 0.736816 1.52769 1.13123 0.575338 0.445461
threshold=0.10096000000000001 0.083810000000000009 1.0000000180025095e-35 -0.023104999999999997 -1.0000000180025095e-35 -0.097454999999999986 0.073240000000000013 0.091695000000000013 0.10117000000000001 0.08673500000000002 0.088305000000000008 0.093225000000000016 -0.0025349999999999995 -0.14724999999999996 0.10083000000000002 -0.084674999999999986
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 8 -2 -7 11 15 13 -13 -6 -8 -11
right_child=7 5 -4 4 9 6 14 -9 -10 10 -12 12 -14 -15 -16 -17
leaf_value=-0.0031366982829699602 0.0011359268467499967 -0.0015340593030676191 0.0048389484829870297 0.0045626085928940907 0.0033322051915634422 -0.0012975633793512065 0.0038718066037009878 -0.0022599182879215261 0.0018385528122046441 0.0029549492532262357 0.0013176620797438171 0.0020118170860383565 -0.0010329719765795474 0.001924854400558104 0.0017529816826748941 0.0048688621940921007
leaf_weight=54 83 58 76 98 167 77 52 52 67 54 89 132 65 1626 99 82
leaf_count=54 83 58 76 98 167 77 52 52 67 54 89 132 65 1626 99 82
internal_value=0 0.00197301 0.00213147 0.00204446 0.0021655 0.000875848 0.00135025 -0.000170816 0.000160396 0.00205936 0.00300637 0.0019522 0.00100631 0.00205603 0.00248379 0.0041102
internal_weight=0 2796 2443 2367 2313 353 295 135 144 2215 225 1990 197 1793 151 136
internal_count=2931 2796 2443 2367 2313 353 295 135 144 2215 225 1990 197 1793 151 136
is_linear=0
shrinkage=0.0162644


Tree=2374
num_leaves=33
num_cat=0
split_feature=1 52 1 2 1 2 2 2 49 14 155 2 4 2 52 1 48 4 2 4 16 49 2 43 160 159 43 2 16 4 1 43
split_gain=402.989 61.763 36.4033 28.2746 18.6977 16.3207 25.7188 13.4408 12.3168 8.35822 6.55399 6.30566 5.73361 5.31667 4.06544 3.51662 2.69948 2.577 2.29389 2.14689 2.13346 2.07528 1.36466 1.27147 1.9428 1.06602 1.33919 1.49597 0.769506 0.637717 0.595392 0.434346
threshold=0.10557500000000002 -0.40891499999999997 0.13546500000000003 0.097005000000000022 0.089825000000000002 0.10043500000000001 -1.0000000180025095e-35 -0.007134999999999999 -0.046739999999999997 0.073890000000000011 0.082265000000000019 0.14415000000000003 -0.078454999999999983 0.12623500000000001 0.024870000000000003 0.083670000000000008 0.11904500000000003 -0.0031849999999999995 0.091235000000000024 0.41823000000000005 0.15737500000000001 -0.050304999999999996 0.084745000000000015 0.012835000000000001 -0.063889999999999988 -0.034019999999999988 -0.16318499999999997 0.088185000000000013 -0.004174999999999999 -0.077654999999999988 0.087915000000000007 -0.079524999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 9 6 -3 -6 -5 12 13 -4 25 14 20 18 19 28 22 21 -10 -7 -14 24 -16 -1 -27 -28 29 -9 -17 -20
right_child=1 2 11 8 7 16 -8 17 10 -11 -12 -13 15 -15 23 30 -18 -19 31 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31 -32 -33
leaf_value=0.010774459136809697 0.010147308769057431 0.0073515723041296189 0.0068044199577466926 0.008435172060000164 0.0083485046632162403 0.0073669142689457585 0.009589998640164259 0.0098367928801855169 0.0090095213450340772 0.011167620489982807 0.010329457336152474 0.0058059819807210295 0.0098514149761740784 0.0087071872949653403 0.010451221259732076 0.0094240292825670691 0.0078791757217353941 0.0093508705983367767 0.0097382805017764296 0.0075591945203445608 0.0095983668770783688 0.0066409852602673999 0.010324745624514159 0.0095692073399162112 0.0097358843828048661 0.009966701755349968 0.010505883916997159 0.010154298571633398 0.0096908371105623309 0.010217679520878939 0.0098432877538941008 0.010016590384005018
leaf_weight=59 60 72 94 72 53 52 73 57 85 72 77 86 52 55 52 56 54 66 74 73 95 63 364 58 60 52 402 116 58 90 52 127
leaf_count=59 60 72 94 72 53 52 73 57 85 72 77 86 52 55 52 56 54 66 74 73 95 63 364 58 60 52 402 116 58 90 52 127
internal_value=0 0.00758555 0.00731441 0.00998552 0.0101512 0.00777334 0.0084787 0.00957438 0.00946224 0.0102822 0.0096156 0.00632755 0.0102351 0.00947981 0.00960114 0.010073 0.00735059 0.00981402 0.0101512 0.00719861 0.00932046 0.00696948 0.0102656 0.00989816 0.0100683 0.0104218 0.0103852 0.0104272 0.00996299 0.0100702 0.00962616 0.00991427
internal_weight=0 627 567 2304 1750 387 145 324 554 1426 482 180 1354 405 350 725 242 271 617 188 180 115 416 170 112 629 570 518 205 147 108 201
internal_count=2931 627 567 2304 1750 387 145 324 554 1426 482 180 1354 405 350 725 242 271 617 188 180 115 416 170 112 629 570 518 205 147 108 201
is_linear=0
shrinkage=0.00265391


Tree=2375
num_leaves=11
num_cat=0
split_feature=3 1 15 16 148 3 447 1374 49 52
split_gain=4.87022 1.88983 1.8764 2.26935 1.48941 1.41265 1.3345 1.11926 1.19175 0.969406
threshold=0.28833000000000003 0.14228000000000005 -0.40166999999999992 -0.42170999999999997 -0.087114999999999984 0.13470000000000001 0.088185000000000013 0.087110000000000007 0.13087000000000001 -0.22118499999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 6 7 8 9 -6
right_child=1 -3 4 -5 5 -7 -8 -9 -10 -11
leaf_value=0.0031881987179394728 0.0011218409948296291 -0.0028896357257181958 0.00011342491736069863 -0.00054729369402960453 0.0037104800175522435 0.0055025534910590505 0.00025872997499447477 0.0050319361023540305 0.00082107620203523827 0.002746502648089736
leaf_weight=76 75 53 53 99 322 53 53 62 77 1984
leaf_count=76 75 53 53 99 322 53 53 62 77 1984
internal_value=0 -0.000537805 0.00270585 0.00107399 0.00281545 0.00287152 0.00281563 0.00287099 0.00281469 0.00288118
internal_weight=0 128 2779 175 2604 2551 2498 2445 2383 2306
internal_count=2907 128 2779 175 2604 2551 2498 2445 2383 2306
is_linear=0
shrinkage=0.0162644


Tree=2376
num_leaves=18
num_cat=0
split_feature=9 13 401 42 0 12 12 13 13 40 14 16 0 47 0 42 0
split_gain=3.47288 1.92924 1.7998 1.40296 1.55607 2.40242 1.87717 2.92125 1.33093 1.24793 1.10606 0.962236 0.92908 1.77583 1.21857 1.02852 0.427898
threshold=0.092645000000000019 0.032645000000000007 0.080710000000000018 -0.088814999999999991 0.098975000000000021 -0.14823499999999998 -1.0000000180025095e-35 -0.0096349999999999977 -0.16392499999999996 -0.081079999999999985 0.020750000000000005 -0.0037499999999999994 0.10446500000000002 0.077065000000000008 -0.082404999999999992 -0.044384999999999994 -0.082494999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 11 5 -5 7 9 -8 -7 -10 16 13 14 -3 -16 -1
right_child=-2 2 -4 4 -6 6 8 -9 10 -11 -12 -13 -14 -15 15 -17 -18
leaf_value=0.0015805249766065168 -0.0014224759483121639 0.0016491820836332591 -0.00078772290933720051 0.0040694124900525035 -0.00023869220230050101 0.0027064290186030724 0.00034964291854108824 -0.001804374338693065 0.0017474189418661443 0.00063546639630029835 0.0034229785912364293 0.0040005627147898402 0.002246557927338578 0.0027475693699615493 0.00075408011929156997 -0.0012021193607180999 0.0028446325868428405
leaf_weight=80 53 70 74 55 59 59 90 52 1737 118 55 52 87 54 73 72 67
leaf_count=80 53 70 74 55 59 59 90 52 1737 118 55 52 87 54 73 72 67
internal_value=0 0.00157712 0.000859511 0.00170436 0.00162065 0.00167135 0.00160881 0.000615008 0.00172967 0.00132649 0.00179891 0.00263975 0.00120226 0.000864055 0.000390409 -0.000216419 0.00215753
internal_weight=0 2854 430 2424 2225 2166 2111 229 1882 177 1792 199 356 269 215 145 147
internal_count=2907 2854 430 2424 2225 2166 2111 229 1882 177 1792 199 356 269 215 145 147
is_linear=0
shrinkage=0.0116154


Tree=2377
num_leaves=33
num_cat=0
split_feature=1 3 3 15 1 3 39 49 52 3 3 147 1 3 15 475 15 3 3 52 1 15 133 1 133 15 3 50 52 3 133 15
split_gain=134.518 14.982 14.8503 9.61537 7.70758 7.31724 7.90535 3.06999 2.66981 2.66648 2.65219 2.22125 2.20998 1.67812 1.64908 1.58185 2.07133 7.43691 3.21014 6.30574 3.60371 1.97066 1.38966 1.13859 1.12351 1.05043 0.838542 0.726416 0.615926 0.345711 0.316663 0.300344
threshold=0.10921500000000002 -0.064349999999999991 -0.067549999999999985 -0.09547499999999999 0.095920000000000019 0.30863500000000005 0.087735000000000021 -0.056909999999999995 -0.065909999999999982 0.093925000000000022 -0.0031199999999999995 0.085900000000000018 0.14228000000000005 0.0098450000000000013 -0.081149999999999986 -0.084344999999999989 0.043560000000000008 -0.12077499999999998 -0.096099999999999977 -0.23682999999999996 0.077845000000000011 -0.010069999999999997 0.093845000000000026 0.084470000000000003 0.089400000000000021 0.087670000000000012 -0.082394999999999982 0.081580000000000014 -0.00087999999999999992 -0.085744999999999988 0.084735000000000019 -0.092609999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -2 9 6 31 -6 -5 10 14 15 -7 -9 -4 21 18 -18 19 -17 -21 29 27 -12 -8 26 -19 -20 -27 -1 -16 -3
right_child=1 5 4 8 7 12 24 13 -10 -11 23 -13 -14 -15 30 16 17 25 22 20 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 -32 -33
leaf_value=0.0037253911499195561 0.0012779713556258475 0.0017850173633634739 0.0030881841836458588 0.0031034486395108809 0.0025843311184991697 0.00092264717531062405 0.0011536909955314049 0.0014133010358927231 0.0022194597703865484 0.002334712772926335 0.003541898490237917 0.0025220229606787471 0.00015281972464049206 0.0021176231560318202 0.0026418983552173527 0.0033505026858648935 0.0040528411037420399 0.0032895865882848147 0.0030654563347695331 0.0027247527156022372 0.0017523510812603789 0.002950756707196646 0.0027682166938264689 0.0029631861731505729 0.00065247824709387342 0.0027216665747218103 0.0029254340226083915 0.0033268966155751878 0.0030441897386449209 0.0034048003044216215 0.0023537139687174451 0.0020634769178565653
leaf_weight=58 61 63 57 52 53 63 101 52 53 83 52 53 52 52 72 62 66 249 301 61 56 61 97 54 52 52 62 116 473 53 54 61
leaf_count=58 61 63 57 52 53 63 101 52 53 83 52 53 52 52 72 62 66 249 301 61 56 61 97 54 52 52 62 116 473 53 54 61
internal_value=0 0.0014553 0.00296355 0.00215076 0.00255601 0.00116072 0.00140386 0.00204227 0.00265753 0.00277275 0.00289845 0.00308199 0.000574808 0.00176575 0.00269619 0.00309877 0.00307142 0.00315911 0.00295723 0.00263761 0.00225958 0.00335222 0.00306848 0.00324736 0.000983537 0.00308852 0.00321709 0.00313825 0.0030123 0.00357258 0.00251862 0.00192224
internal_weight=0 558 2349 166 529 392 277 157 105 372 289 1820 115 104 183 1767 1595 902 693 179 117 172 514 106 153 836 311 417 525 111 126 124
internal_count=2907 558 2349 166 529 392 277 157 105 372 289 1820 115 104 183 1767 1595 902 693 179 117 172 514 106 153 836 311 417 525 111 126 124
is_linear=0
shrinkage=0.00276112


Tree=2378
num_leaves=16
num_cat=0
split_feature=4 15 4 45 16 48 483 16 52 4 2 52 3 1204 3
split_gain=4.11822 2.02947 1.81738 1.3921 1.34753 1.27079 0.91804 1.7063 0.907033 0.810327 0.803154 0.771705 1.4221 1.22973 0.340521
threshold=0.27258000000000004 -0.43091499999999999 0.44128500000000004 0.08179500000000002 -0.28430999999999995 0.13077000000000003 0.087755000000000014 -0.43491999999999992 0.047345000000000005 0.10516000000000002 0.12068000000000001 0.096795000000000006 -0.087169999999999984 -0.081424999999999984 -0.0075749999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 14 4 8 9 7 -2 -1 10 11 13 -13 -6 -3
right_child=1 2 -4 -5 5 -7 -8 -9 -10 -11 -12 12 -14 -15 -16
leaf_value=0.0057327130810746361 0.0048850925465429912 0.0011523223016204627 -0.0035754311609955168 0.0051015003731573151 0.0006749011573379196 -0.00046467826591979671 -0.00020325669169267402 0.00070069314851783405 0.0028479492795375279 0.00018709889504783415 0.00078004444001826176 -0.00051816594982874919 0.0021725557210776673 0.002648190486689979 -0.00065686373910970165
leaf_weight=53 52 60 54 54 100 52 52 66 85 55 98 71 330 1661 64
leaf_count=53 52 60 54 54 100 52 52 66 85 55 98 71 330 1661 64
internal_value=0 0.000355011 -0.000932434 0.00235685 0.00229761 0.00220077 0.00170412 0.00254623 0.0039572 0.00226072 0.00231111 0.00238042 0.00169568 0.00253624 0.000217063
internal_weight=0 348 178 2559 2505 2367 170 118 138 2315 2260 2162 401 1761 124
internal_count=2907 348 178 2559 2505 2367 170 118 138 2315 2260 2162 401 1761 124
is_linear=0
shrinkage=0.0172599


Tree=2379
num_leaves=14
num_cat=0
split_feature=15 10 123 13 16 11 0 13 13 48 0 13 0
split_gain=91.4382 39.4959 23.6285 14.6639 11.1967 6.81562 6.48341 5.30829 6.0872 5.19014 3.87653 1.90476 1.86334
threshold=-0.24211499999999997 -0.11133 1.0000000180025095e-35 -0.27740999999999993 -0.52541999999999989 1.0000000180025095e-35 -0.080809999999999979 0.053700000000000005 -0.015454999999999998 0.11904500000000003 -0.075434999999999988 -0.15747499999999998 -0.076589999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 -5 9 -7 8 11 10 -6 -1 -4
right_child=1 2 12 4 5 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.0018618135027054063 0.00086627784937494672 0.002220842468900433 0.0027116402077469047 0.0025563600425449907 0.0037063631407683057 0.0049570833811882009 0.0037291528413629185 0.00073134600676993792 0.0025484090598997143 0.002670534251406999 0.003412656215426281 0.0011232668293482719 0.0020614876604158677
leaf_weight=52 52 70 78 87 1531 67 91 55 63 52 549 79 81
leaf_count=52 52 70 78 87 1531 67 91 55 63 52 549 79 81
internal_value=0 0.00344621 0.00349768 0.00357024 0.00360997 0.00364998 0.00425006 0.0015519 0.00178436 0.0036055 0.00362886 0.00141667 0.00238063
internal_weight=0 2658 2606 2447 2377 2290 158 249 194 2132 2080 131 159
internal_count=2907 2658 2606 2447 2377 2290 158 249 194 2132 2080 131 159
is_linear=0
shrinkage=0.00298873


Tree=2380
num_leaves=39
num_cat=0
split_feature=1 12 1 2 0 12 12 40 15 15 15 15 52 15 0 52 156 2 47 2 150 2 12 1 1 159 42 48 2 52 12 401 0 42 157 12 12 42
split_gain=77.8868 29.2837 9.66305 8.07677 6.36963 4.20919 4.07725 3.87028 3.79395 2.92826 4.37128 2.73977 2.62547 2.43732 3.04604 2.42143 2.12867 2.09286 1.8953 1.85664 2.0973 1.87533 1.83719 1.5811 1.18333 1.10741 0.886221 0.791368 0.66964 0.649504 0.634954 0.585427 0.560901 1.00007 0.535774 0.459822 0.213346 0.0373092
threshold=0.12040000000000002 0.056995000000000011 0.092845000000000025 0.16730000000000003 -0.074679999999999983 0.090285000000000018 -1.0000000180025095e-35 -0.08095999999999999 -0.077474999999999988 -0.035654999999999992 -0.079504999999999978 -0.037394999999999991 -0.080219999999999986 0.096235000000000015 -0.083144999999999983 -1.0000000180025095e-35 0.083840000000000012 0.11231500000000001 0.086165000000000005 0.087635000000000005 0.082085000000000019 0.090695000000000012 0.087545000000000026 0.094425000000000023 0.088395000000000015 0.083800000000000027 -0.03157999999999999 0.085395000000000013 0.089025000000000007 0.10861000000000003 0.097345000000000015 0.081905000000000019 -0.083844999999999989 -0.078304999999999986 -0.081669999999999979 -0.041014999999999989 0.094115000000000018 0.094540000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 35 19 7 -4 -6 10 12 27 -7 14 -11 30 -13 -8 -14 25 21 28 -23 29 26 31 -16 -1 -21 -15 -12 32 34 -34 -3 -2 -26 -31
right_child=3 5 6 -5 8 9 17 -9 -10 13 15 16 18 23 24 -17 -18 -19 -20 20 -22 22 -24 -25 36 -27 -28 -29 -30 37 -32 -33 33 -35 -36 -37 -38 -39
leaf_value=0.0027245600113147334 0.00038178156357000049 0.0029728124832279447 0.0014656605462188737 -0.00010556964464642366 0.0010089298915037892 0.0030112292967515207 0.0020021745126491096 0.00048480703642137099 0.0019373534371675881 0.0032374736766905485 0.0018637620521108737 0.0015468230984006918 0.0019992959435082827 0.001871677719502257 0.0025778261041824132 0.0013849226519938704 0.0023004345798308254 0.0013346632807629468 0.0026320575049210717 0.0024883174169468883 0.0019408955316725992 0.0031922816120310213 0.0025122372466948517 0.0026332590139269809 0.0028582196714711282 0.0030883734398666693 0.0021520906101134751 0.0022269566649286312 0.0021049837878304909 0.0023122083429729105 0.0023163844658479205 0.0029030075312288664 0.0027501791670331613 0.0022808614810591256 0.0026527178771667006 0.00075056950051379087 0.0026148586687536703 0.0021790724909767512
leaf_weight=61 67 54 74 64 80 52 87 65 72 60 55 75 101 67 80 69 57 76 69 100 59 59 83 67 58 61 92 52 67 52 54 84 71 90 337 52 81 52
leaf_count=61 67 54 74 64 80 52 87 65 72 60 55 75 101 67 80 69 57 76 69 100 59 59 83 67 58 61 92 52 67 52 54 84 71 90 337 52 81 52
internal_value=0 0.00233078 0.00172751 0.000830206 0.00105132 0.00248988 0.00137645 0.00100721 0.00144892 0.00235395 0.00215858 0.00216012 0.00243328 0.00248222 0.00263119 0.00181581 0.00187248 0.00169113 0.00225631 0.00261862 0.00244936 0.00254634 0.00279501 0.00224988 0.00251412 0.00270795 0.00235029 0.00249585 0.00233471 0.00209948 0.00208828 0.00267141 0.00263611 0.00248802 0.00269701 0.000543195 0.00271663 0.00224594
internal_weight=0 2621 547 335 271 2074 302 139 152 1009 400 245 222 609 371 178 132 163 170 1065 368 309 142 238 311 697 172 113 167 171 109 636 552 161 391 119 139 104
internal_count=2956 2621 547 335 271 2074 302 139 152 1009 400 245 222 609 371 178 132 163 170 1065 368 309 142 238 311 697 172 113 167 171 109 636 552 161 391 119 139 104
is_linear=0
shrinkage=0.00293013


Tree=2381
num_leaves=22
num_cat=0
split_feature=3 4 4 4 15 4 15 50 1444 15 4 1447 4 3 41 4 4 49 151 159 4
split_gain=2.72138 1.38917 3.12697 1.62494 2.20148 2.04955 1.84244 1.08842 1.12403 1.07627 1.51392 1.07377 0.85512 0.959282 0.814221 0.714164 0.994055 0.702797 0.887836 0.607143 0.107925
threshold=-0.049204999999999992 -0.15615999999999999 -0.019465 0.27420500000000009 -0.0039399999999999991 0.41823000000000005 -0.088819999999999982 -1.0000000180025095e-35 -0.078609999999999985 -0.41956999999999994 0.5567700000000001 -0.085709999999999995 -0.12685999999999997 -0.16100499999999998 0.082560000000000008 0.054720000000000012 -0.0069049999999999988 0.092515000000000014 -0.0017399999999999998 0.088690000000000005 -0.49010499999999996
decision_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 20 -3 4 6 -5 17 -1 -9 10 -7 -10 13 -13 15 16 -14 18 -4 -17 -2
right_child=1 2 3 5 -6 9 -8 8 11 -11 -12 12 14 -15 -16 19 -18 -19 -20 -21 -22
leaf_value=0.00048945324861989425 0.0024134464975988012 -0.0021086723289362157 0.0018036932516444257 -0.0025393195715912083 0.0049967295300237906 0.0039759719999603541 -0.00039892287705953997 9.5532245948180292e-06 0.0043734953410518446 -0.00087338182057338171 0.00018607485949482529 0.0024612565981479585 0.0024150576746642719 -0.00018851504770249603 0.004583033411231654 0.0011347972226037001 0.0036057761775829759 0.00094093075937695821 0.0046316804577463165 0.0031517103638710824 0.0034392577672634262
leaf_weight=85 71 86 67 57 61 59 100 53 85 52 62 84 1253 73 54 183 240 61 61 56 53
leaf_count=85 71 86 67 57 61 59 100 53 85 52 62 84 1253 73 54 183 240 61 61 56 53
internal_value=0 0.0012082 0.000901624 0.00134829 0.00207442 0.000242527 0.00145697 0.00236898 0.00244566 0.00116013 0.00203553 0.00250924 0.00242759 0.00122805 0.00253294 0.00246891 0.00260659 0.00243988 0.00315282 0.00160814 0.00285336
internal_weight=0 790 666 580 350 230 289 2166 2081 173 121 2028 1943 157 1786 1732 1493 189 128 239 124
internal_count=2956 790 666 580 350 230 289 2166 2081 173 121 2028 1943 157 1786 1732 1493 189 128 239 124
is_linear=0
shrinkage=0.0169215


Tree=2382
num_leaves=28
num_cat=0
split_feature=1 1 4 10 4 1 0 11 0 123 4 0 1 43 0 16 155 4 16 0 43 13 403 0 0 16 16
split_gain=121.671 22.9828 11.894 9.25235 8.29945 8.35453 7.58578 8.77709 9.07652 5.36915 4.49338 3.77291 3.2951 3.18747 3.15127 2.70054 2.66692 2.46972 2.29294 1.90798 1.68016 1.41703 1.2092 1.03714 1.0127 0.848549 0.69451
threshold=0.10398500000000001 0.12313000000000002 -0.015104999999999999 -0.088499999999999981 0.053925000000000008 0.083670000000000008 -0.070134999999999989 1.0000000180025095e-35 -0.10726999999999999 0.081180000000000016 0.40996000000000005 -0.12259499999999998 0.087545000000000026 -0.080384999999999984 -0.069414999999999991 -0.38959499999999997 0.083290000000000017 -0.47860499999999995 0.064455000000000012 -0.051824999999999989 -0.051239999999999987 -1.0000000180025095e-35 -0.071919999999999984 -0.081994999999999985 -0.095909999999999981 0.41580500000000004 -0.025214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 16 -3 6 15 7 8 12 11 21 -4 -1 -8 -13 -6 -2 -15 22 -19 -12 -5 26 -20 -24 -17 -10
right_child=1 3 9 10 5 -7 13 -9 18 -11 20 14 -14 17 -16 25 -18 19 23 -21 -22 -23 24 -25 -26 -27 -28
leaf_value=0.0028168674379097794 0.0024640604597485414 0.00014697750238005215 0.0016207022999986057 0.0014259646519338817 0.0031783442671184962 0.0016826162540544119 0.0022771063845952303 0.0039996588681384757 0.0032298888585387524 0.001065197267282071 0.00062309165839583263 0.0028230760516412632 0.0019244787569699738 0.0032112228545330265 0.0018868462683810101 0.0023776594616641859 0.0032899782278722491 0.0028691935902036207 0.0025011704559410129 0.0022498132981581 0.0012577579008272893 0.0020438343620370249 0.0034297998207043785 0.0029855859817894338 0.0030867143012012375 0.0028270896892308999 0.0034994460736358685
leaf_weight=60 65 59 100 53 84 64 103 79 309 58 52 53 62 88 53 80 52 101 53 58 75 57 70 88 833 52 95
leaf_count=60 65 59 100 53 84 64 103 79 309 58 52 53 62 88 53 80 52 101 53 58 75 57 70 88 833 52 95
internal_value=0 0.0016728 0.00211251 0.00110674 0.00297989 0.00254277 0.0030411 0.00311803 0.00307365 0.0017938 0.00134554 0.00199881 0.0023636 0.00267855 0.00235523 0.0027975 0.00283138 0.00284584 0.00313345 0.00264344 0.000998122 0.0017464 0.003169 0.00280371 0.00311334 0.00255493 0.00329335
internal_weight=0 677 381 296 2279 280 1999 1649 1570 264 237 206 122 350 106 216 117 247 1448 159 127 110 1307 141 903 132 404
internal_count=2956 677 381 296 2279 280 1999 1649 1570 264 237 206 122 350 106 216 117 247 1448 159 127 110 1307 141 903 132 404
is_linear=0
shrinkage=0.00270699


Tree=2383
num_leaves=25
num_cat=0
split_feature=3 51 12 49 43 3 457 13 3 3 133 474 474 52 1453 160 15 52 15 403 51 52 13 3
split_gain=2.29569 1.45973 2.02981 1.84694 1.53783 2.3213 1.37201 1.1983 3.02271 3.14774 2.2737 0.963076 1.34173 1.29919 1.00249 0.786768 0.783656 1.33325 1.17292 0.74252 0.537483 0.605871 0.466135 0.33946
threshold=-0.046079999999999989 -0.22508999999999998 0.095175000000000023 -0.05529499999999999 -0.077559999999999976 -0.011629999999999998 0.018630000000000004 0.032645000000000007 -0.14884499999999998 -0.10690999999999999 -0.0081099999999999974 0.09091500000000001 0.023345000000000001 -0.025999999999999995 -0.066494999999999985 -0.025279999999999997 -0.14585999999999996 -0.092084999999999986 -0.016434999999999995 -0.071919999999999984 -0.045524999999999989 -0.075329999999999994 -0.052719999999999996 -0.11749
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 6 5 -5 -3 8 -1 -10 -9 12 14 -14 -11 -12 22 -18 -19 -16 -17 -22 -6 -23
right_child=1 2 -4 4 16 -7 -8 10 9 11 15 -13 13 -15 19 20 17 18 -20 -21 21 23 -24 -25
leaf_value=0.0051115351969214396 0.0036720260726784189 0.0011666203916423522 -0.0020980587785476819 0.0013612983502574738 0.001353094905730578 -0.0031494806226029662 0.0041806832868292359 -0.0011303010985301929 -0.0017337020480150071 0.0042976599840015518 0.0036066700733475804 0.00073800103357242182 0.0056486618336204636 0.0024604917191917031 0.0026552452539231729 0.00013176289727229697 0.0026357095539622797 0.00095439323659395861 -0.0016105048612096481 0.0018581084745707428 0.0032920651017733105 0.00045036713660823245 0.0032224803173199162 0.0020135012451019847
leaf_weight=91 52 77 53 57 85 59 77 78 52 56 57 101 59 73 442 55 63 117 74 917 58 61 57 85
leaf_count=91 52 77 53 57 85 59 77 78 52 56 57 101 59 73 442 55 63 117 74 917 58 61 57 85
internal_value=0 0.00109102 0.000904119 0.00114329 0.000682316 -0.00093151 0.00267476 0.00210359 0.00227886 0.00212713 0.00130643 0.00224906 0.0023476 0.0038868 0.0022039 0.00190844 0.00115548 0.000624159 -3.84457e-05 0.00211749 0.00153404 0.00191128 0.00210468 0.00136158
internal_weight=0 771 719 666 512 116 154 2185 1791 1700 394 1648 1547 132 1415 316 396 254 191 1359 259 204 142 146
internal_count=2956 771 719 666 512 116 154 2185 1791 1700 394 1648 1547 132 1415 316 396 254 191 1359 259 204 142 146
is_linear=0
shrinkage=0.0159455


Tree=2384
num_leaves=16
num_cat=0
split_feature=3 149 0 13 0 147 157 160 51 52 52 457 52 3 52
split_gain=1.73974 1.32365 1.37154 2.81784 3.55968 1.49907 1.06487 1.01427 1.05536 2.02933 1.21995 2.10793 1.46031 0.511971 0.495629
threshold=0.28833000000000003 0.079475000000000004 -0.029849999999999998 -0.0076349999999999986 0.044695000000000006 0.089430000000000023 -0.022224999999999998 -0.54243999999999992 -0.10998999999999999 -0.16855499999999998 -0.047784999999999987 0.085360000000000005 -0.072144999999999987 0.41720500000000005 -0.42606499999999997
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 -6 -1 9 14 12 -12 -10 -2 -9
right_child=13 -3 3 4 6 -7 -8 8 10 -11 11 -13 -14 -15 -16
leaf_value=0.0036183189770895258 -0.0012394758632136083 0.0038099413850805558 0.0029928336442377797 -0.0033794612899098703 0.0028206653067804782 -0.00049226037611471078 -5.6682451868880543e-06 0.0031958182726764214 0.0012025381914570715 0.00083420133113865547 0.0016856002335049918 0.0047329540052397897 -0.0015338214639151109 0.00084351734223153706 0.0052574967583725284
leaf_weight=72 69 68 86 70 52 78 97 69 430 81 1562 60 56 53 53
leaf_count=72 69 68 86 70 52 78 97 69 430 81 1562 60 56 53 53
internal_value=0 0.00161038 0.00155624 0.000546806 -0.000412957 0.00168127 0.000979561 0.00175249 0.00169428 0.00279345 0.00158836 0.00179843 0.000886887 -0.000333174 0.00409286
internal_weight=0 2834 2766 305 219 2461 149 2383 2311 203 2108 1622 486 122 122
internal_count=2956 2834 2766 305 219 2461 149 2383 2311 203 2108 1622 486 122 122
is_linear=0
shrinkage=0.0159455


Tree=2385
num_leaves=26
num_cat=0
split_feature=2 12 2 52 4 4 43 2 43 14 12 4 4 12 42 4 2 48 12 1213 4 133 12 2 2
split_gain=73.8482 38.5043 16.306 9.29765 7.74244 7.27262 4.24543 5.83847 3.11588 2.42642 2.37125 2.20915 2.05057 1.96928 1.66886 2.83873 2.71497 2.44567 1.60243 1.3578 1.2858 0.68514 0.322727 0.186173 0.166442
threshold=0.13388500000000003 0.056995000000000011 0.16730000000000003 0.18879500000000002 0.27644500000000005 -0.032169999999999997 -0.049999999999999996 0.092250000000000013 -0.088689999999999977 0.073890000000000011 -1.0000000180025095e-35 0.053925000000000008 0.043640000000000005 -1.0000000180025095e-35 0.086335000000000009 -0.22295999999999996 0.090020000000000017 0.078735000000000013 -0.089399999999999993 -0.086579999999999976 0.18095500000000003 0.089180000000000023 -0.0089849999999999982 0.096685000000000007 0.090420000000000014
decision_type=2 2 2 2 2 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 9 10 8 22 -7 12 -1 -9 14 -2 15 -3 -17 19 -10 -16 21 24 -8 -12 -14
right_child=2 4 -4 -5 -6 6 7 11 18 -11 23 -13 20 -15 17 16 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.001968752313710782 0.001147812231435298 0.0034189696481403049 -3.2113709012455296e-05 0.0031498712027211613 0.0017543306382066528 0.0019633434343586591 0.0026259939812614901 0.0011406271884026858 0.0014263076482360865 0.0033525447590268343 0.0025568792695667788 0.0018589335921439362 0.0024871796578752759 0.0017748699633920891 0.002491309452199547 0.0029724248143715155 0.002602420412013225 0.0022951906832768174 0.00076347342015084887 0.0028690579323303396 0.0029038535091491491 0.0022193416971885431 0.0023062480136221419 0.002805550835497079 0.0027139923541110687
leaf_weight=57 67 89 79 54 53 52 54 53 66 73 52 96 64 99 89 712 204 81 52 553 74 63 52 54 52
leaf_count=57 67 89 79 54 53 52 54 53 66 73 52 96 64 99 89 712 204 81 52 553 74 63 52 54 52
internal_value=0 0.0026346 0.00102073 0.00203059 0.00281862 0.00192775 0.00173353 0.00196365 0.00138818 0.00284607 0.00243397 0.00160363 0.00282739 0.00152196 0.00286223 0.00293692 0.00289005 0.00275835 0.00113447 0.00281674 0.00258933 0.00245914 0.00246942 0.00268384 0.00258911
internal_weight=0 2749 245 642 2107 588 425 255 170 2054 163 149 1981 166 1728 1005 916 723 118 642 253 179 106 106 116
internal_count=2994 2749 245 642 2107 588 425 255 170 2054 163 149 1981 166 1728 1005 916 723 118 642 253 179 106 106 116
is_linear=0
shrinkage=0.00281635


Tree=2386
num_leaves=22
num_cat=0
split_feature=2 4 1446 1456 49 400 13 2 0 16 15 49 2 4 4 0 49 1 13 12 12
split_gain=5.44598 1.66017 1.73855 1.82057 1.54992 1.34338 1.09752 1.87529 1.08117 3.12372 1.8651 1.80448 1.45937 0.912981 1.39993 1.02659 0.876311 1.95713 1.12668 0.812397 1.35529
threshold=0.16730000000000003 -0.047714999999999987 0.086450000000000013 -0.0054299999999999991 -0.0037949999999999993 -0.077824999999999991 -0.092584999999999987 0.087515000000000023 -0.14385499999999998 -0.014654999999999998 -0.076594999999999983 -0.0019649999999999997 0.11543500000000002 -0.082274999999999987 -0.079374999999999987 -0.087359999999999979 -0.079769999999999994 0.09258000000000001 0.11671500000000001 -0.10468499999999999 -0.082039999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3 7 -6 9 10 11 -7 -13 15 -15 -8 17 -10 19 -18 -21
right_child=-2 5 -4 4 6 8 13 -9 16 -11 -12 12 -14 14 -16 -17 18 -19 -20 20 -22
leaf_value=0.0042691530868506581 -0.0023317522660437 -0.0010843028148108818 -0.00019920076747495765 0.0040543121649799872 0.0018890469196675768 -0.0018528094213784759 0.0038548572259116598 -0.0015795932306320475 0.0017303684372527819 -0.0026943472407345045 0.0032444176042732741 0.0031058370714017367 -0.00021933022636950805 0.00024844044524075057 0.0019997089700123311 0.0020662447810330296 0.003164204847777255 -0.001842475870381904 0.0033756437939438822 -0.00078662470723380265 0.0015046054085682617
leaf_weight=71 79 52 78 65 84 52 79 53 83 53 66 54 56 140 299 448 56 52 69 57 948
leaf_count=71 79 52 78 65 84 52 79 53 83 53 66 54 56 140 299 448 56 52 69 57 948
internal_value=0 0.00151049 0.00189035 0.00202202 0.00188529 0.00119733 0.00175733 0.000546039 0.00127417 0.000463023 0.00119765 0.000362829 0.00141162 0.00192895 0.00144157 0.00233466 0.00145424 0.00035302 0.00158566 0.00146911 0.0013745
internal_weight=0 2915 1317 1239 1168 1598 1103 137 1546 281 228 162 110 966 439 527 1265 135 1130 1061 1005
internal_count=2994 2915 1317 1239 1168 1598 1103 137 1546 281 228 162 110 966 439 527 1265 135 1130 1061 1005
is_linear=0
shrinkage=0.0144423


Tree=2387
num_leaves=28
num_cat=0
split_feature=2 3 2 2 2 3 10 2 49 51 16 49 49 2 2 3 3 3 3 51 133 43 133 2 3 16 402
split_gain=89.9729 38.1394 19.8651 14.6305 12.1643 7.11353 6.46023 3.48592 7.14989 3.4565 3.40689 3.16729 2.84225 1.90868 1.88712 3.12355 1.69504 1.52464 1.97712 1.43109 1.11521 1.98332 0.936645 0.588591 0.550791 0.52427 0.40185
threshold=0.12068000000000001 -0.039864999999999991 0.16730000000000003 -1.0000000180025095e-35 0.10773000000000001 0.25089000000000006 -0.010699999999999999 0.091235000000000024 -0.048359999999999993 -0.09193999999999998 0.16703000000000004 1.0000000180025095e-35 0.084910000000000013 0.093470000000000011 -1.0000000180025095e-35 -0.13392999999999997 0.11500500000000001 -0.14186499999999996 -0.091364999999999988 -0.023324999999999995 -0.067374999999999977 0.0085250000000000031 0.097995000000000013 0.087325000000000014 -0.046079999999999989 0.11015500000000002 -0.088779999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 6 9 11 -3 10 -9 -5 14 24 13 -11 -1 -16 -6 19 -19 -10 23 -22 25 -17 -2 -20 -24
right_child=2 3 -4 4 16 -7 -8 8 17 12 -12 -13 -14 -15 15 20 -18 18 22 -21 21 -23 26 -25 -26 -27 -28
leaf_value=0.0026313039016600329 0.001784400395268804 0.0021696150879876907 -1.9158250658961861e-05 0.0032635703423702306 0.001967094025397775 0.00068100617178900517 0.00091145364023705326 0.0018249713076124404 0.0036026621167547712 0.0026819757759899165 0.0025922888116217363 0.0022823334359816606 0.0031487312207789269 0.0020307902870670713 0.0037700710693755351 0.0032146810641740429 0.0012329943945680417 0.0024183231477503814 0.0031297401154761844 0.0029338089317812741 0.0031222776031572599 0.0025847208658937438 0.0029358753899840161 0.0035188921056826189 0.0013948066720535237 0.0028059422884205007 0.0026081319607629957
leaf_weight=59 59 56 79 85 57 53 94 54 53 79 103 95 53 77 71 217 52 72 196 59 866 64 60 77 69 58 77
leaf_count=59 59 56 79 85 57 53 94 54 53 79 103 95 53 77 71 217 52 72 196 59 866 64 60 77 69 58 77
internal_value=0 0.0028474 0.00127602 0.00216305 0.00245392 0.00164685 0.00138138 0.0030288 0.00284591 0.00276404 0.00310774 0.00187626 0.00256073 0.00236076 0.00314692 0.00317039 0.00161717 0.00294173 0.00286695 0.0032506 0.00313558 0.00308532 0.00294948 0.00329446 0.00157463 0.00305593 0.0027519
internal_weight=0 2639 355 553 403 276 150 2086 629 294 1457 223 209 156 1354 1295 109 575 463 112 1224 930 391 294 128 254 137
internal_count=2994 2639 355 553 403 276 150 2086 629 294 1457 223 209 156 1354 1295 109 575 463 112 1224 930 391 294 128 254 137
is_linear=0
shrinkage=0.00293013


Tree=2388
num_leaves=25
num_cat=0
split_feature=4 124 150 0 0 11 0 0 43 0 4 0 4 133 14 16 4 16 151 151 15 16 16 157
split_gain=164.549 44.0128 23.1226 15.6264 14.2674 10.8052 13.3166 9.47417 8.32652 8.10717 6.04291 6.35443 5.72458 5.58582 5.08603 9.24069 4.46824 3.28277 2.25155 1.58755 1.54206 1.01868 0.958179 0.544913
threshold=0.31392000000000003 -0.048219999999999992 0.082085000000000019 -0.076734999999999984 -0.11825999999999999 1.0000000180025095e-35 -0.13409999999999997 -0.14867499999999997 -0.16878999999999997 -0.082784999999999984 -0.46195999999999998 -0.040094999999999992 0.054720000000000012 0.086750000000000008 -0.46226499999999993 -0.43708999999999992 -0.016029999999999996 0.052150000000000009 -0.068254999999999996 -0.080329999999999985 -0.087644999999999987 -0.50318999999999992 -0.13895999999999997 -0.004729999999999999
decision_type=2 2 2 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 -4 6 7 -3 -5 18 23 16 17 20 -2 19 -12 -8 -6 -16 -1 -21 -14 -10
right_child=14 2 4 8 9 -7 12 -9 10 -11 11 -13 22 -15 15 -17 -18 -19 -20 21 -22 -23 -24 -25
leaf_value=0.002387586392597436 0.0016623664479333213 0.0030818457435251084 0.001288727649457442 0.0019112672791204845 0.0035111417784685944 0.004314669375411603 0.0035121430503985813 0.0015587852112264166 0.003669009060217724 0.0018489238878702673 0.0031706696748074396 0.0021127169636836725 0.0030629556112548042 0.0010327170015309195 0.0014836665642264119 -0.00011537792869014382 0.0025809723607426354 0.0030356116422994091 0.0027375042928847221 0.0011046606413543305 0.0017271112720575544 0.00061008566007438936 0.002599137699832217 0.0033109038475566625
leaf_weight=56 58 78 72 62 64 88 1069 52 68 52 283 79 89 63 52 68 151 124 53 83 53 52 57 68
leaf_count=56 58 78 72 62 64 88 1069 52 68 52 283 79 89 63 52 68 151 124 53 83 53 52 57 68
internal_value=0 0.0030397 0.00313234 0.00321878 0.00231876 0.00337377 0.00331739 0.00247285 0.00287934 0.00275742 0.00297178 0.00283429 0.00339936 0.00168815 0.000923938 0.000755866 0.00296557 0.00346264 0.00316094 0.00107284 0.00206671 0.000914376 0.00288208 0.00349017
internal_weight=0 2681 2509 2268 241 1557 1469 130 711 169 649 513 1339 172 313 255 434 1193 117 187 109 135 146 136
internal_count=2994 2681 2509 2268 241 1557 1469 130 711 169 649 513 1339 172 313 255 434 1193 117 187 109 135 146 136
is_linear=0
shrinkage=0.00276112


Tree=2389
num_leaves=20
num_cat=0
split_feature=1 1 12 1 3 14 3 15 12 0 0 16 52 12 1 3 3 12 12
split_gain=141.298 19.0245 11.6833 10.7876 9.91776 6.87708 5.93747 4.7055 3.58563 3.69943 3.51753 3.51743 3.24423 2.82024 2.28394 2.26443 2.15297 1.55099 1.31725
threshold=0.10932500000000002 0.13074500000000003 0.056995000000000011 0.092485000000000026 -0.036264999999999992 0.073890000000000011 -0.0024599999999999995 -0.2987999999999999 0.12631000000000003 0.10923000000000001 -0.052874999999999998 -0.072034999999999988 0.08321000000000002 -0.0066799999999999993 0.098715000000000011 0.040040000000000006 -0.088484999999999994 -0.085549999999999973 0.093405000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 12 16 8 -5 17 9 10 14 -9 13 -1 18 -6 -2 -3 -4
right_child=1 7 5 6 15 -7 -8 11 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0032213319515334007 0.002109991025290507 8.3906747716915001e-05 0.0032147093138401718 0.0015696329608344247 0.0010597673502536773 0.0040301577217468762 0.0026014883666871623 0.00072021460433189383 0.0023922713949533366 0.0037815065665302936 0.0024955711668543726 0.0017206789120269611 0.0036686791460491365 0.0025270513298578574 0.002626748514350589 0.0017537694796468939 0.0028319084725930439 0.0007302348858854316 0.0030303619510807858
leaf_weight=93 65 53 1244 88 72 72 97 54 54 73 72 63 52 102 68 85 73 73 441
leaf_count=93 65 53 1244 88 72 72 97 54 54 73 72 63 52 102 68 85 73 73 441
internal_value=0 0.00143962 0.00306519 0.0026359 0.00192998 0.00315681 0.00211083 0.0008442 0.00312458 0.0031454 0.00311993 0.00125919 0.00302905 0.00285833 0.00314556 0.0014357 0.0024921 0.00045861 0.00316648
internal_weight=0 538 2456 432 295 2024 185 243 1952 1898 1825 117 247 195 1753 157 138 126 1685
internal_count=2994 538 2456 432 295 2024 185 243 1952 1898 1825 117 247 195 1753 157 138 126 1685
is_linear=0
shrinkage=0.00287267


Tree=2390
num_leaves=21
num_cat=0
split_feature=1 1 2 124 2 4 13 52 3 14 3 4 2 2 3 15 1 133 4 133
split_gain=175.489 28.2239 15.9713 8.73869 7.1328 6.3406 6.30714 6.5198 5.13263 5.06297 3.6714 5.41082 3.62475 5.07014 1.84199 1.71275 1.65713 1.47246 1.00438 1.30137
threshold=0.10575500000000002 0.12381000000000002 1.0000000180025095e-35 -0.080429999999999988 0.14744000000000002 0.053925000000000008 -0.0015099999999999998 -0.023079999999999996 -0.076189999999999994 0.073890000000000011 -0.12077499999999998 -0.42305999999999994 -1.0000000180025095e-35 0.13388500000000003 0.092005000000000017 -0.11124499999999998 0.09636500000000002 0.11588000000000002 0.094220000000000012 0.047685000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 -1 12 9 -4 -8 -2 10 11 -5 -3 -14 16 -7 17 -12 -17 -20
right_child=1 4 6 5 -6 15 7 -9 -10 -11 14 -13 13 -15 -16 18 -18 -19 19 -21
leaf_value=0.0014867618238455426 0.0023493184601651759 -6.2719183462405702e-05 0.00026448397459014582 0.0024612681045990915 -0.00046529813903318384 0.0022422541545731121 0.0018150591846774861 0.00052953125617568794 0.0013219911278726543 0.0029438995063698057 0.0023947246715782925 0.0013584885230688733 0.0012025731600946493 0.00011341099235665257 0.0019613644658669554 0.0019730726733243513 0.0019521755516658721 0.0021756063949971145 0.0013205556855855364 0.0018947533680281705
leaf_weight=101 75 73 98 55 101 73 54 53 59 85 1355 67 60 56 91 94 71 249 55 53
leaf_count=101 75 73 98 55 101 73 54 53 59 85 1355 67 60 56 91 94 71 249 55 53
internal_value=0 0.000688771 0.00119854 0.00223625 9.27725e-05 0.00226992 0.000741724 0.00117856 0.0018972 0.00232157 0.00229353 0.00185587 0.000391148 0.00067701 0.00232375 0.00189923 0.00234343 0.00236073 0.00177513 0.0016026
internal_weight=0 629 339 2349 290 2248 205 107 134 1973 1888 122 189 116 1766 275 1675 1604 202 108
internal_count=2978 629 339 2349 290 2248 205 107 134 1973 1888 122 189 116 1766 275 1675 1604 202 108
is_linear=0
shrinkage=0.00260187


Tree=2391
num_leaves=13
num_cat=0
split_feature=2 4 3 16 16 3 1447 1444 10 130 43 12
split_gain=3.68131 1.42095 1.496 2.08784 1.08697 2.20419 1.02384 2.09084 0.97582 1.00983 0.991965 0.986281
threshold=0.13447000000000003 0.31392000000000003 -0.14539499999999997 -0.43708999999999992 -0.116045 -0.0031199999999999995 -0.085804999999999979 -0.051419999999999993 -0.010699999999999999 -0.083084999999999992 0.41338000000000003 0.096990000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -4 -2 -6 -1 -8 -9 -10 11 -11
right_child=4 2 3 -5 5 -7 7 8 9 10 -12 -13
leaf_value=0.00068478573703198659 0.0012439369141919955 -0.0011436920234180511 0.0028329846821292812 -0.00048984219275720906 0.0012011782116699455 -0.002389286252720179 0.0047979897528701411 0.0039420025170978793 0.0035316048495786824 0.002037684068038891 0.0035779966019749468 0.0012331051008607054
leaf_weight=100 100 53 95 59 63 69 55 52 82 1828 71 351
leaf_count=100 100 53 95 59 63 69 55 52 82 1828 71 351
internal_value=0 0.00197343 0.000866284 0.00155899 0.000151755 -0.000674533 0.00206364 0.00212011 0.00205827 0.0020162 0.00196091 0.00190815
internal_weight=0 2746 207 154 232 132 2539 2439 2384 2332 2250 2179
internal_count=2978 2746 207 154 232 132 2539 2439 2384 2332 2250 2179
is_linear=0
shrinkage=0.0138815


Tree=2392
num_leaves=13
num_cat=0
split_feature=2 13 15 4 13 42 2 13 133 49 1447 48
split_gain=2.66128 1.53 1.34324 2.08221 1.19014 1.07594 0.986856 0.97583 1.94635 1.19278 1.07304 0.793348
threshold=0.14132000000000003 0.27139000000000008 -0.24211499999999997 0.50609000000000004 -0.16392499999999996 0.095935000000000006 0.11504500000000002 0.11466000000000001 0.041800000000000011 -0.16404499999999997 -0.085804999999999979 -0.024949999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -2 -5 9 -9 -6 -11 -12
right_child=5 -3 4 6 7 -7 -8 8 -10 10 11 -13
leaf_value=-0.0020713004132466807 -0.0013055678679870521 0.0049017345005184067 0.00016711137143094382 0.0034027123392870152 0.0047487586007995061 0.0014673807148450257 0.00018271606865822188 -0.0017778083729264175 0.0028998842960132006 0.00031143202604992144 0.00083364114079059011 0.0023022064214287263
leaf_weight=61 103 54 95 60 54 70 54 54 52 91 116 2114
leaf_count=61 103 54 95 60 54 70 54 54 52 91 116 2114
internal_value=0 0.00202228 0.00196569 0.000501029 0.00206512 -0.0001825 0.00187907 0.00213772 0.000515171 0.00221006 0.00215092 0.0022259
internal_weight=0 2805 2751 175 2576 173 114 2481 106 2375 2321 2230
internal_count=2978 2805 2751 175 2576 173 114 2481 106 2375 2321 2230
is_linear=0
shrinkage=0.0172599


Tree=2393
num_leaves=27
num_cat=0
split_feature=1 52 1 2 1 1 12 3 3 48 41 4 52 2 4 3 42 2 4 12 131 52 42 160 133 52
split_gain=59.9792 11.1952 9.19869 4.94195 8.12214 3.9976 5.08581 5.80274 3.22659 3.03987 2.24806 1.79629 1.6866 3.98607 2.10009 2.54333 1.5446 1.36494 1.26939 1.36036 1.09731 0.869651 1.3809 0.773581 0.525637 0.381787
threshold=0.10575500000000002 -0.40011499999999994 0.14228000000000005 1.0000000180025095e-35 0.12381000000000002 0.089245000000000005 0.085845000000000019 -0.0031199999999999995 -0.076189999999999994 0.12174000000000001 0.078385000000000024 0.38865500000000003 0.11262000000000001 0.087325000000000014 -0.42305999999999994 0.084670000000000009 0.086375000000000021 0.15205000000000002 -0.10023999999999998 0.080020000000000022 0.082750000000000004 -0.049669999999999999 0.089270000000000002 -0.41629499999999992 0.092550000000000007 0.28122000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 8 10 7 -7 -3 11 12 -5 14 -14 -1 18 -13 -4 -16 -20 21 -8 -23 -15 -25 -22
right_child=1 2 17 9 -6 6 20 -9 -10 -11 -12 16 13 23 15 -17 -18 -19 19 -21 25 22 -24 24 -26 -27
leaf_value=0.002778234795635352 0.0023479575789801571 0.0025901197317436116 0.00068921257317250124 0.00061762523539163577 0.00078673483173522755 0.0010763722930132863 0.0023616390473043826 0.0020697573303532285 0.0016350407065133768 0.0016162664424595745 0.0026944063698987942 0.00139659979783406 0.0013410609010855769 0.0023925534741933894 0.0018674978920728428 0.0016411413592816745 0.00075946142483390353 6.6650693786000337e-05 0.0026991270604523419 0.0022753396996935396 0.0025750473982503455 0.0016069833937287629 0.0021836841018416371 0.0022138582060356551 0.0018536170919703327 0.0022455522389710947
leaf_weight=64 63 54 55 101 57 87 57 101 59 59 91 71 53 97 58 52 53 57 64 1236 60 57 80 77 58 57
leaf_count=64 63 54 55 101 57 87 57 101 59 59 91 71 53 97 58 52 53 57 64 1236 60 57 80 77 58 57
internal_value=0 0.00122134 0.00109589 0.00127425 0.00165434 0.00220069 0.0019765 0.00161021 0.00209172 0.00104662 0.00226114 0.000897113 0.00223871 0.00203937 0.00227724 0.00225447 0.00112452 0.000372642 0.00227794 0.00229623 0.00219783 0.00206684 0.00194396 0.00219877 0.00205931 0.00241478
internal_weight=0 629 566 454 170 2349 499 188 113 284 1850 225 1759 285 1474 1410 124 112 1358 1300 311 194 137 232 135 117
internal_count=2978 629 566 454 170 2349 499 188 113 284 1850 225 1759 285 1474 1410 124 112 1358 1300 311 194 137 232 135 117
is_linear=0
shrinkage=0.00281635


Tree=2394
num_leaves=13
num_cat=0
split_feature=2 0 0 42 157 484 42 0 2 484 401 484
split_gain=2.05663 0.984382 0.925563 1.06856 1.01698 1.12653 1.94874 1.59341 1.77308 0.833186 0.792553 0.675659
threshold=0.14132000000000003 -0.061674999999999994 0.148925 -0.17571499999999998 -0.21450999999999998 0.089025000000000007 0.086000000000000007 0.019150000000000004 0.088435000000000014 0.085515000000000022 -0.41463499999999992 0.10136500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 7 11 9 -9 10 -6 -7
right_child=1 -3 -4 4 5 6 -8 8 -10 -11 -12 -13
leaf_value=0.0035780595479620752 0.0012264887761866507 -0.0011433046225443318 0.0036734725207698666 0.003376016521387594 -0.00024685254730484808 0.0053513900567309361 0.00098782890588076586 -0.0024520272451380009 0.001132016954856605 -7.0491509810340251e-05 0.0016512881838269397 0.0029068343093224666
leaf_weight=68 78 95 56 76 55 52 94 52 96 75 2121 60
leaf_count=68 78 95 56 76 55 52 94 52 96 75 2121 60
internal_value=0 -7.38782e-05 0.00168146 0.00164082 0.00159162 0.0015395 0.00264986 0.00144408 -0.000126114 0.00154739 0.00160323 0.0040433
internal_weight=0 173 2805 2749 2681 2605 206 2399 148 2251 2176 112
internal_count=2978 173 2805 2749 2681 2605 206 2399 148 2251 2176 112
is_linear=0
shrinkage=0.0156328


Tree=2395
num_leaves=21
num_cat=0
split_feature=3 1 3 4 3 12 43 12 4 12 12 42 3 160 480 3 12 3 129 4
split_gain=1.49035 2.15161 1.71633 2.55772 1.45803 1.49024 3.12672 1.8049 1.31435 1.6212 1.58912 2.92025 3.0133 1.26856 1.01179 1.15751 1.55907 0.760527 0.634082 0.499199
threshold=0.41720500000000005 0.10921500000000002 0.09722500000000002 -0.029404999999999997 -0.0031199999999999995 0.083535000000000012 -1.0000000180025095e-35 -0.090069999999999997 -0.048844999999999993 0.10713500000000002 -0.084509999999999988 0.090645000000000017 -0.013714999999999998 -0.0076849999999999991 -0.060589999999999998 -0.14884499999999998 0.093815000000000023 -0.077664999999999998 0.092795000000000016 0.13995000000000002
decision_type=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 -3 10 -10 12 -12 -6 -7 16 -16 -9 -17 -14
right_child=-2 8 3 -5 13 14 -8 17 9 -11 11 -13 19 -15 15 18 -18 -19 -20 -21
leaf_value=-0.00068088976533872301 0.0038683139383709525 0.0024034359568870815 0.0017673939691073897 -0.0027480807990362516 0.0014447196282402822 -0.00036974483173484682 -0.0023609424525546621 0.0013165390012965087 -0.0013995971311937428 -0.0021941152237055059 0.0047638969112417514 -0.0013336322344441017 -0.00046584166858048073 0.0044279344805027735 0.0049817404814632218 0.0016323772769586012 0.0013028251489174919 0.0036487163079888881 0.00034736723776826239 0.0015421268444997965
leaf_weight=70 54 64 65 58 64 62 75 74 89 69 67 89 55 77 58 1612 55 64 100 67
leaf_count=70 54 64 65 58 64 62 75 74 89 69 67 89 55 77 58 1612 55 64 100 67
internal_value=0 0.0012459 0.00143779 -0.000360498 0.00153357 0.00143334 0.000374706 0.00136192 0.000311434 3.96852e-06 0.000417687 0.00100008 0.00209991 0.00307503 0.00159202 0.00165875 0.0031926 0.00239934 0.00155742 0.000635527
internal_weight=0 2934 2434 123 2311 2170 283 208 500 436 367 278 189 141 1887 1825 113 138 1712 122
internal_count=2988 2934 2434 123 2311 2170 283 208 500 436 367 278 189 141 1887 1825 113 138 1712 122
is_linear=0
shrinkage=0.0156328


Tree=2396
num_leaves=12
num_cat=0
split_feature=44 40 48 160 0 151 0 2 3 48 0
split_gain=2.7253 2.15895 1.78628 1.8594 1.55586 1.33801 1.48511 1.01754 0.978322 0.930667 1.52274
threshold=0.081710000000000019 0.0023950000000000004 0.093225000000000016 -0.54784999999999984 -0.062109999999999992 0.096810000000000021 0.148925 0.11203000000000002 -0.081574999999999995 -0.085289999999999991 -0.14259999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 9 8 -4 -5 -11
right_child=-2 -3 4 5 -6 -7 -8 -9 -10 10 -12
leaf_value=0.0032664594405165445 0.0039467034662647761 -0.0012560828439284672 0.0025701607749507457 -0.00061898629199437613 -0.0019445274026618391 -0.00095477306257876163 0.003239097175965564 -0.00078559503508532445 0.00028730629980824288 0.0021397194254832103 0.0009185008745350448
leaf_weight=65 52 83 52 63 62 62 53 78 94 199 2125
leaf_count=65 52 83 52 63 62 62 53 78 94 199 2125
internal_value=0 0.000864435 0.000926176 0.00103762 -7.35648e-05 0.000979656 0.00102887 0.000443655 0.00110135 0.000979733 0.00102313
internal_weight=0 2936 2853 2567 286 2502 2440 224 146 2387 2324
internal_count=2988 2936 2853 2567 286 2502 2440 224 146 2387 2324
is_linear=0
shrinkage=0.0133425


Tree=2397
num_leaves=27
num_cat=0
split_feature=1 3 1 3 0 3 3 4 3 3 0 4 3 0 1 3 51 16 3 0 16 4 4 1 3 52
split_gain=106.57 11.7143 8.47574 8.25256 7.35103 7.05573 6.40868 5.60444 5.08186 4.4848 3.78443 3.61098 3.59492 2.77773 2.7081 2.42642 1.82986 1.7557 1.68032 1.39396 1.60416 1.42723 1.19004 1.08392 1.02394 0.260218
threshold=0.10749500000000002 -0.063264999999999988 0.093435000000000004 -0.051469999999999995 -0.14920999999999998 0.081495000000000012 -0.12077499999999998 0.41552000000000006 0.090170000000000014 0.28833000000000003 -0.082054999999999975 0.020110000000000006 -0.0031199999999999995 -0.060094999999999989 0.117245 0.41720500000000005 0.12162000000000002 -0.45743999999999996 -0.014254999999999999 -0.083804999999999977 0.0071000000000000013 -0.50231999999999988 -0.015104999999999999 0.096770000000000009 -0.072649999999999978 -0.011499999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 22 5 -1 13 14 10 -10 -3 16 -5 -6 -2 -11 19 -13 -12 20 -8 -21 23 -4 25 -19
right_child=1 8 3 12 6 -7 11 -9 9 15 18 17 -14 -15 -16 -17 -18 24 -20 21 -22 -23 -24 -25 -26 -27
leaf_value=0.0041418342243826354 0.0028020837577890042 0.00046296619035451013 0.0026521109543722029 0.0014880084226650944 0.0026147426747235732 0.0028731486518228607 0.0030680016475967309 0.0013526787403592277 0.0020380525408180564 0.00087549514555236726 0.001505221720583388 0.0029709131286173251 0.0023259506349162218 0.001762419039320787 0.0020171241972048422 0.0016547754340425604 0.0024387047016165998 0.002744464409256105 0.00087014386753632943 0.0032948061159274061 0.0025784851393893158 0.0028313741830984264 0.0024631715446822833 0.0031137790862954392 0.0021941822532069162 0.0024671120136371782
leaf_weight=64 62 73 71 69 59 65 638 54 85 66 73 60 83 54 68 53 56 54 53 53 54 742 67 82 77 53
leaf_count=64 62 73 71 69 59 65 638 54 85 66 73 60 83 54 68 53 56 54 53 53 54 742 67 82 77 53
internal_value=0 0.00152076 0.00280759 0.00243146 0.00287653 0.0035028 0.00283399 0.00208694 0.00126218 0.00156264 0.000954036 0.00287358 0.00194576 0.00220769 0.00239171 0.00122281 0.00292211 0.0025666 0.00123832 0.00294029 0.00302984 0.00286231 0.00276691 0.00289973 0.00243461 0.00260735
internal_weight=0 587 2401 372 2029 129 1900 184 403 204 199 1787 152 113 130 119 1543 244 126 1487 692 795 220 153 184 107
internal_count=2988 587 2401 372 2029 129 1900 184 403 204 199 1787 152 113 130 119 1543 244 126 1487 692 795 220 153 184 107
is_linear=0
shrinkage=0.00270699


Tree=2398
num_leaves=22
num_cat=0
split_feature=44 12 4 150 43 12 156 16 16 2 123 12 48 11 12 16 159 43 47 2 16
split_gain=1.97029 1.66716 2.63386 1.76192 1.50762 2.28714 1.82519 2.1106 2.0297 5.05599 1.61087 1.42136 1.08331 2.57775 2.39259 1.97407 0.661467 2.18501 0.931533 0.890032 0.285616
threshold=0.081710000000000019 0.083535000000000012 0.40052000000000004 -0.081029999999999977 0.0049250000000000014 -0.032329999999999991 0.099875000000000019 -0.090614999999999987 -0.03614499999999999 0.10859000000000001 0.085360000000000005 -0.081654999999999991 0.093225000000000016 1.0000000180025095e-35 0.093455000000000024 0.0054050000000000009 0.087410000000000015 -0.08231999999999999 0.102035 0.091235000000000024 -0.0070549999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 -1 6 -6 7 10 -9 -10 11 -5 13 16 -15 -14 18 -18 19 -3 -19
right_child=-2 2 -4 4 5 -7 -8 8 9 -11 -12 -13 15 14 -16 -17 17 20 -20 -21 -22
leaf_value=-0.0020715680143078325 0.0043883903525275278 0.001909051566409822 -0.0018041998111378171 0.0051433207948368967 0.0012146762458646009 -0.0035514308080136564 0.0038675799527932322 -0.0021600996706452424 0.0019085974148866499 -0.0035194902079723192 3.4940566952710901e-05 0.0018426655605167193 0.0016242606112260162 0.006557077285465591 0.0016575775451313419 -0.0022964671987580764 -0.0017915318151999142 0.0028706964634678984 -0.00012486753390099714 0.0010188600938906358 0.0011241157632364504
leaf_weight=67 52 1059 69 52 58 53 57 93 209 61 83 117 93 54 56 57 70 52 86 438 52
leaf_count=67 52 1059 69 52 58 53 57 93 209 61 83 117 93 54 56 57 70 52 86 438 52
internal_value=0 0.00112941 0.00138181 0.000509792 0.0007309 -0.00105944 0.00102689 0.000763318 -4.59541e-05 0.000681596 0.00192976 0.0028593 0.00149089 0.00159988 0.0040644 0.000133203 0.00144548 0.000473121 0.00155225 0.00164871 0.00199911
internal_weight=0 2936 2086 850 783 111 672 615 363 270 252 169 2017 1867 110 150 1757 174 1583 1497 104
internal_count=2988 2936 2086 850 783 111 672 615 363 270 252 169 2017 1867 110 150 1757 174 1583 1497 104
is_linear=0
shrinkage=0.0165897


Tree=2399
num_leaves=39
num_cat=0
split_feature=12 12 123 16 457 43 16 47 16 16 16 0 52 41 39 12 124 0 0 43 0 16 48 159 475 131 0 0 52 43 43 12 16 16 43 16 43 52
split_gain=63.3289 11.4912 8.09501 6.59016 5.003 4.32993 5.97317 4.40468 3.43685 3.36792 3.07537 5.05663 2.76143 2.72105 2.64353 2.30884 2.05649 1.60903 1.52748 1.92541 1.4988 1.96131 1.90171 1.4088 1.765 1.584 1.20675 1.14779 1.07928 0.925949 0.962643 0.738808 0.733161 0.619135 0.531621 0.328877 0.290357 0.269231
threshold=0.056995000000000011 0.092900000000000024 0.08901000000000002 -0.15190499999999998 0.093880000000000019 -0.069434999999999983 -0.27637999999999996 0.077735000000000012 -0.039209999999999995 -1.0000000180025095e-35 0.31625000000000009 -0.07106999999999998 -0.082174999999999984 0.075585000000000013 0.086400000000000018 0.10682000000000001 -0.074959999999999985 0.0040950000000000005 -0.083804999999999977 0.092445000000000013 -0.086554999999999979 -0.06859999999999998 0.085395000000000013 0.040460000000000003 -0.0059899999999999997 0.08518000000000002 -0.047019999999999999 -0.079864999999999978 0.069415000000000018 -0.064539999999999986 -0.036849999999999994 0.10266500000000002 -0.071704999999999991 -0.025214999999999998 -0.083479999999999985 -0.087699999999999986 -0.075374999999999984 0.088785000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 4 15 5 12 -7 8 -8 29 11 -11 -1 18 -14 -3 -4 -10 19 20 21 28 -23 24 -20 27 36 -26 -2 37 -31 32 -32 35 -35 -22 -12 -5
right_child=1 3 16 9 -6 6 7 -9 17 10 26 -13 14 -15 -16 -17 -18 -19 23 -21 33 22 -24 -25 25 -27 -28 -29 -30 30 31 -33 -34 34 -36 -37 -38 -39
leaf_value=0.0009964162353643649 0.0026535595245925254 0.0018111344221512892 0.0005392740145636249 0.0025000182298931806 0.00087960015350529183 0.0012610235913557823 0.0012979813881062658 0.002431267133364876 0.0017883183066150924 0.002075968252539162 0.0021147366238536071 0.0012176464571089691 0.0019476427585012343 0.0028391453562813104 0.0012279837265837662 0.0010962254868995588 0.0011556644701987196 0.0022998963823734871 0.0026302246932138834 0.00286869294266389 0.0025539440323701086 0.0019099400884103742 0.0024188890265549202 0.0018756178056480903 0.0022624331961900112 0.0025120134248584887 0.0023969586841001327 0.0019556584125363058 0.0023266227039440502 0.0018712369141811981 0.0025283501988640922 0.0020663454541851854 0.0021589550663649619 0.0025218321711295488 0.0028445847421237126 0.0022835958759594753 0.0018567207278593907 0.0022839408101489041
leaf_weight=84 91 53 54 79 58 104 66 76 116 86 52 74 56 71 63 52 75 52 77 53 53 108 71 52 190 90 67 115 172 54 67 92 61 70 55 58 55 66
leaf_count=84 91 53 54 79 58 104 66 76 116 86 52 74 56 71 63 52 75 52 77 53 53 108 71 52 190 90 67 115 172 54 67 92 61 70 55 58 55 66
internal_value=0 0.00223923 0.00145003 0.00202227 0.00155553 0.00161903 0.00176022 0.00192761 0.00176392 0.00210102 0.00192043 0.00167915 0.00133094 0.00237959 0.00156686 0.00145733 0.00089784 0.00194682 0.00235357 0.00242504 0.00239032 0.00230711 0.00211196 0.00225383 0.00229544 0.00223012 0.00214215 0.00214685 0.00243984 0.00224491 0.00216176 0.00223296 0.00235251 0.00254604 0.00266405 0.00241291 0.00198235 0.00240184
internal_weight=0 2184 804 858 675 617 414 310 234 753 334 160 203 1326 119 105 129 168 1255 731 678 442 179 524 472 395 174 305 263 419 274 220 128 236 125 111 107 145
internal_count=2988 2184 804 858 675 617 414 310 234 753 334 160 203 1326 119 105 129 168 1255 731 678 442 179 524 472 395 174 305 263 419 274 220 128 236 125 111 107 145
is_linear=0
shrinkage=0.00240373


Tree=2400
num_leaves=23
num_cat=0
split_feature=3 1 1453 132 13 13 43 13 49 49 15 3 123 12 1203 13 43 4 159 47 133 4
split_gain=2.62085 1.25804 1.33289 1.29575 1.28449 1.27472 0.965771 1.40299 1.32777 1.26294 1.08858 1.08017 1.52548 0.924806 0.869922 0.845907 1.22799 1.06346 0.780716 0.772612 0.573165 0.27423
threshold=0.35004500000000011 0.089245000000000005 -0.077314999999999981 -0.0097849999999999968 0.10935500000000002 -0.14847499999999997 -0.040494999999999996 -0.0088749999999999992 -0.080539999999999987 -0.04695499999999999 -0.021179999999999997 -0.0045699999999999985 0.084000000000000005 0.091625000000000012 0.084880000000000011 0.0066400000000000009 -0.081584999999999977 -0.083614999999999981 -0.11380999999999998 0.080860000000000015 0.41068500000000002 -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
left_child=1 2 -1 -3 6 -4 7 11 -8 -10 -11 12 -5 14 18 16 -15 -17 -7 -20 -18 -19
right_child=-2 3 5 4 -6 13 8 -9 9 10 -12 -13 -14 15 -16 17 20 21 19 -21 -22 -23
leaf_value=-0.00071019474471772513 -0.0016024805795795236 -0.0016110696382966639 0.003607051997198451 0.0002376528048021412 0.0024743712147651644 0.0031247668519851436 0.0032223521606032854 -0.001674964264480596 -0.0013551698400142474 0.0019152047916336289 0.00030382659871463607 -0.0013173957537483596 0.0027787980381952589 -0.0017715939629332812 0.0031491799479226035 0.003268751372838173 0.00035254507950035027 0.001390403781558383 0.0011923762062311433 0.0026738447672413376 0.0019829720636629256 -6.4659930706048256e-06
leaf_weight=72 85 54 52 209 84 54 53 82 54 171 195 60 68 52 65 55 228 73 990 83 59 52
leaf_count=72 85 54 52 209 84 54 53 82 54 171 195 60 68 52 65 55 228 73 990 83 59 52
internal_value=0 0.00102164 0.00125299 0.000609316 0.000732326 0.00133325 0.000568101 5.2696e-05 0.00102433 0.000746588 0.00105711 0.000473543 0.00086204 0.00126406 0.00149017 0.000744421 0.00031048 0.0015608 0.00139435 0.00130712 0.000688268 0.000808048
internal_weight=0 2865 1835 1030 976 1763 892 419 473 420 366 337 277 1711 1192 519 339 180 1127 1073 287 125
internal_count=2950 2865 1835 1030 976 1763 892 419 473 420 366 337 277 1711 1192 519 339 180 1127 1073 287 125
is_linear=0
shrinkage=0.0147311


Tree=2401
num_leaves=35
num_cat=0
split_feature=1 2 3 2 2 2 457 1 15 16 0 2 11 39 2 1 475 15 2 1212 52 151 42 51 42 1 3 43 1 16 49 49 52 1
split_gain=99.541 27.3509 14.8595 8.72672 8.1043 8.02605 5.10495 4.46227 4.45958 4.11018 3.93522 4.39312 3.48006 2.6116 2.95771 2.55855 2.09427 1.28752 1.2446 1.62112 1.94412 1.24885 1.21551 1.1688 1.02272 0.944563 0.92522 1.62729 1.28425 0.917882 0.368654 0.564339 0.608748 0.302118
threshold=0.10575500000000002 0.14290000000000003 -0.031895 0.11426500000000002 -1.0000000180025095e-35 0.093320000000000014 0.056920000000000005 0.085780000000000009 -0.38214499999999996 0.022165000000000004 -0.067134999999999986 0.086115000000000011 1.0000000180025095e-35 0.055555000000000007 0.11466000000000001 0.12040000000000002 -0.081629999999999994 -0.049344999999999993 0.08895500000000002 0.091640000000000013 0.11262000000000001 -0.024429999999999997 0.090115000000000015 0.0033150000000000007 0.10134500000000002 0.11189500000000001 -0.078254999999999977 -0.035884999999999993 0.090195000000000011 -0.4136149999999999 -0.0078599999999999972 0.088365000000000013 0.008405000000000001 0.088035000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 15 -4 7 13 12 -3 29 11 26 18 14 16 25 -7 -16 19 20 21 -1 23 -18 -24 -2 28 -28 33 -6 -20 32 -32 -9
right_child=1 8 4 -5 9 6 -8 10 -10 -11 -12 -13 -14 -15 17 -17 22 -19 30 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31 31 -33 -34 -35
leaf_value=0.0028227103804882906 0.0026599406706150656 0.0010220010816353443 0.00084245247960750653 0.0015323654574584456 0.0012453780741849259 0.0032399912610983454 0.001816167926177044 0.002752025981107208 4.6671470331940574e-06 0.0023486739620379223 0.0019785458915946557 0.0020237158234268104 0.003577768553405592 0.0021049418131389715 0.0025598420213054566 0.0021987715314879547 0.0026853091481724187 0.0020191386850966411 0.0025712874678193538 0.0025865290825681829 0.0025633396682471312 0.003115329317567246 0.0022794781789102162 0.0030729774382848396 0.0027370739646576225 0.0031504490429368802 0.0026959644365480962 0.0032267289186095421 0.0025050000058006216 0.0016913282345930784 0.0027301998129418432 0.0026338280913502541 0.0030725455271403005 0.0030100587093691011
leaf_weight=126 55 53 96 63 52 52 62 60 65 58 52 52 58 66 60 52 220 61 54 67 60 502 77 71 60 54 73 87 103 81 68 77 79 74
leaf_count=126 55 53 96 63 52 52 62 60 65 58 52 52 58 66 60 52 220 61 54 67 60 502 77 71 60 54 73 87 103 81 68 77 79 74
internal_value=0 0.00159121 0.00185195 0.00235437 0.00145972 0.00275823 0.0025318 0.0028619 0.000461841 0.00176982 0.00265808 0.00273671 0.00295548 0.00259828 0.00265241 0.00267586 0.00274434 0.00228749 0.00292051 0.00297581 0.00301368 0.00305666 0.00268406 0.00277999 0.00248009 0.0029032 0.00283003 0.00298474 0.00272547 0.00151718 0.00277022 0.00281806 0.00291437 0.00289473
internal_weight=0 629 511 224 287 2321 729 1592 118 191 501 449 1091 667 601 161 480 121 1033 755 688 628 428 291 137 109 397 160 237 133 278 224 147 134
internal_count=2950 629 511 224 287 2321 729 1592 118 191 501 449 1091 667 601 161 480 121 1033 755 688 628 428 291 137 109 397 160 237 133 278 224 147 134
is_linear=0
shrinkage=0.00260187


Tree=2402
num_leaves=30
num_cat=0
split_feature=1 3 3 2 2 2 2 4 1 2 43 3 15 0 1 156 1 160 4 12 133 0 42 12 156 15 15 403 160
split_gain=153.228 30.7455 15.4502 9.69401 8.67732 6.4575 8.34102 6.21582 11.3867 3.92401 2.11141 2.03503 2.02338 1.84536 1.62086 1.79143 2.71321 1.49454 1.48661 1.3628 1.09405 0.933332 1.66365 0.842436 0.826785 1.77791 2.89741 0.509926 0.479985
threshold=0.10471000000000001 -0.06656999999999999 0.3148450000000001 0.093320000000000014 0.11426500000000002 -1.0000000180025095e-35 0.14073000000000005 -0.0097449999999999985 0.08864000000000001 -0.0050599999999999994 -0.040339999999999994 0.091085000000000013 -0.10192499999999999 0.12583000000000003 0.083250000000000005 0.088735000000000022 0.076160000000000019 0.030480000000000004 0.028075000000000006 0.095295000000000019 0.086150000000000018 -0.087454999999999991 0.083120000000000013 0.087855000000000003 0.0010500000000000004 0.043560000000000008 0.10028500000000001 -0.062634999999999982 -0.040669999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 9 19 -3 10 13 12 -1 -7 14 -9 24 15 16 20 28 -12 -2 -11 22 -16 -23 25 -5 -27 -25 -14
right_child=1 2 -4 7 -6 6 -8 8 -10 11 18 -13 17 -15 21 -17 -18 -19 -20 -21 -22 23 -24 27 -26 26 -28 -29 -30
leaf_value=0.0016632479672489665 0.0021956267765824767 -0.00011150042434906777 -0.00064485754865231041 0.0017742117840209434 0.00066715279274541018 0.00060881371414956028 -0.00013893485670326126 0.0022972536888633539 0.00052197695464828453 0.0024030430296188604 0.0015256950175120746 0.0017781750183603309 0.001743410487725354 0.0016372181251538037 0.0016299160284465051 0.0018672759065651869 0.0029510653820982264 0.0020822526881061065 0.0009594927480836541 0.0016626693427970825 0.0022077011695346184 0.0025075173878918058 0.0022715334983437578 0.002316325358495676 0.0024052708487538074 0.0027748408028483262 0.0020000707973001929 0.0020624278230030185 0.0014593236263648682
leaf_weight=80 54 82 100 80 61 68 59 52 57 605 54 58 80 52 59 53 54 59 84 93 311 61 56 91 85 52 100 157 93
leaf_count=80 54 82 100 80 61 68 59 52 57 605 54 58 80 52 59 53 54 59 84 93 311 61 56 91 85 52 100 157 93
internal_value=0 0.000666417 0.000274116 0.00212179 0.00150935 0.000539032 0.000740436 0.00186384 0.00160518 0.00223732 0.000992432 0.00226782 0.00182248 0.0021028 0.00228742 0.00234491 0.00237098 0.00171595 0.00118126 0.00185864 0.00233675 0.00214865 0.0019426 0.00222525 0.00217908 0.00209609 0.00226531 0.00215571 0.00159086
internal_weight=0 655 447 2295 208 347 265 710 341 1585 206 1505 284 369 1447 1023 970 232 138 147 916 424 115 309 317 232 152 248 173
internal_count=2950 655 447 2295 208 347 265 710 341 1585 206 1505 284 369 1447 1023 970 232 138 147 916 424 115 309 317 232 152 248 173
is_linear=0
shrinkage=0.00265391


Tree=2403
num_leaves=31
num_cat=0
split_feature=4 3 3 123 3 123 4 51 3 15 15 484 3 155 3 15 4 474 15 133 457 13 133 43 13 3 4 43 133 3
split_gain=163.296 48.1338 20.2997 15.2269 13.4278 6.1037 4.47595 5.12981 4.41273 4.17785 5.22792 4.19599 4.76787 5.87942 3.64626 2.71073 2.45217 2.42686 2.042 1.85866 1.74387 0.973016 0.745032 1.10706 0.934372 0.830656 0.741704 0.643943 0.422825 0.122951
threshold=0.31392000000000003 -0.069909999999999986 0.28833000000000003 0.081180000000000016 0.35004500000000011 0.08980500000000001 -0.37626499999999991 0.11984500000000002 -0.14954999999999999 0.039965000000000007 -0.13513499999999998 -0.078424999999999981 -0.10337499999999998 0.088740000000000013 -0.14884499999999998 -0.43587999999999999 0.0060300000000000015 0.084330000000000002 0.11447500000000001 0.085650000000000018 0.062030000000000009 -0.070774999999999991 0.11264000000000002 -0.004174999999999999 -0.089024999999999979 -0.087284999999999988 -0.012569999999999998 -0.076949999999999977 0.40408500000000008 -0.082004999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 6 5 8 -3 17 -2 10 -1 26 13 -13 -11 -10 20 21 22 -5 -14 -8 23 25 -25 -16 -12 -18 -24 -30
right_child=4 2 -4 19 -6 -7 7 -9 15 14 11 12 16 -15 18 -17 27 -19 -20 -21 -22 -23 28 24 -26 -27 -28 -29 29 -31
leaf_value=0.011583876029388613 0.0098448289726733099 0.011231371593127155 0.0086266692596182522 0.0098531099564145314 0.0073137103228767888 0.0079794537922122117 0.011025624888033183 0.0095724640989887713 0.0092163776297145474 0.011941514254431877 0.011573610803827123 0.0098200953544514934 0.011123380251122021 0.011040173357186786 0.011217249246547189 0.0083953344656058203 0.010773450089006978 0.0099667368023762491 0.010700231639108273 0.0091675274539935112 0.01055834347462214 0.01059358303425688 0.010888789845487589 0.010819870817010623 0.011249790929103566 0.011519000899067829 0.01113569079360603 0.010373445020350413 0.01105789959450656 0.011298058657360622
leaf_weight=103 54 81 68 69 62 55 61 52 80 61 61 93 311 58 160 68 84 52 76 78 61 284 87 73 149 203 103 77 60 66
leaf_count=103 54 81 68 69 62 55 61 52 80 61 61 93 311 58 160 68 84 52 76 78 61 284 87 73 149 203 103 77 60 66
internal_value=0 0.0108299 0.0101862 0.0103428 0.00856508 0.00886685 0.0105793 0.0104616 0.00910831 0.0110842 0.0109433 0.0108655 0.0107616 0.0102889 0.0112273 0.00883936 0.0108954 0.010578 0.0111775 0.00948955 0.0110308 0.0106701 0.0112229 0.0112808 0.0111086 0.0113861 0.0112988 0.0105823 0.0110635 0.011184
internal_weight=0 2631 745 677 319 257 530 449 202 1886 951 848 684 151 935 148 533 397 874 147 372 345 798 585 222 363 164 161 213 126
internal_count=2950 2631 745 677 319 257 530 449 202 1886 951 848 684 151 935 148 533 397 874 147 372 345 798 585 222 363 164 161 213 126
is_linear=0
shrinkage=0.00298873


Tree=2404
num_leaves=21
num_cat=0
split_feature=1 33 1 457 49 49 403 132 50 474 15 1443 52 156 12 3 43 130 3 132
split_gain=3.29198 1.30254 1.68864 1.97972 2.6765 1.60341 1.24497 1.14139 1.27848 1.0642 1.36843 1.08037 1.22688 0.833188 0.942989 0.823399 0.406077 0.797384 0.212142 0.173556
threshold=0.13699000000000003 0.075230000000000019 0.089245000000000005 0.079020000000000021 -0.064334999999999989 -0.07278999999999998 -0.06166 -0.0097849999999999968 -0.11980499999999998 0.084710000000000021 -0.011749999999999998 1.0000000180025095e-35 0.11628500000000001 0.10510000000000001 0.089585000000000012 0.35004500000000011 -0.0042299999999999994 0.10797500000000002 -0.00083499999999999991 -0.084534999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -5 -4 -7 16 -9 11 -11 12 -10 14 -8 18 19 -18 -2 -1
right_child=15 -3 3 4 -6 6 13 8 9 10 -12 -13 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=0.0022532818143274403 0.0015273472334555295 0.0048447324456696653 0.0040339746047974292 -0.0025253777100052361 0.0023431810861996526 0.0034248395574726304 0.00052025150683783267 0.0046763674607800086 0.002580037073500028 0.0024089673302434044 -0.0006522765989526682 0.0047117330243199298 0.0012412887822774304 0.0029171724883126564 0.0019227166477678215 -0.0015279356972106616 0.0056734102738448819 0.0029171674960435283 0.00012663260693012555 0.0035904029885853415
leaf_weight=52 57 53 90 64 56 98 265 63 1111 86 70 54 217 87 244 60 58 54 58 53
leaf_count=52 57 53 90 64 56 98 265 63 1111 86 70 54 217 87 244 60 58 54 58 53
internal_value=0 0.00231658 0.00226729 0.00169224 -0.000251937 0.00199004 0.00172472 0.00255314 0.00240278 0.00230954 0.00103422 0.00245337 0.00236141 0.00144488 0.00119289 1.55848e-05 0.0036616 0.00434606 0.00082241 0.00292986
internal_weight=0 2775 2722 904 120 784 694 1818 1601 1538 156 1382 1328 596 509 175 217 112 115 105
internal_count=2950 2775 2722 904 120 784 694 1818 1601 1538 156 1382 1328 596 509 175 217 112 115 105
is_linear=0
shrinkage=0.0162644


Tree=2405
num_leaves=11
num_cat=0
split_feature=2 30 14 43 159 2 484 2 16 159
split_gain=1.95457 1.82426 1.68078 1.25787 1.24756 1.17007 1.43966 1.34229 1.25468 1.16527
threshold=0.16993500000000003 0.086220000000000019 0.073890000000000011 -0.50182499999999985 0.12274500000000001 0.087635000000000005 0.11628500000000001 0.087245000000000003 0.066010000000000013 -0.41538999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 9 8 -5 -7
right_child=-2 -3 -4 4 -6 6 -8 -9 -10 -11
leaf_value=-0.00040584118521904344 -0.00073231608478244452 -0.00051412410474657581 0.0042688320022495271 0.0021437040973500987 0.0041167449372413777 0.0040810738862943931 0.0041923260897498696 0.0049977305506756714 0.0038530345627022654 0.0015461020837278347
leaf_weight=54 68 71 102 1022 86 52 64 55 134 1298
leaf_count=54 68 71 102 1022 86 52 64 55 134 1298
internal_value=0 0.00211074 0.0021758 0.00209853 0.00214847 0.00208392 0.00175935 0.00246276 0.002342 0.00164388
internal_weight=0 2938 2867 2765 2711 2625 1414 1211 1156 1350
internal_count=3006 2938 2867 2765 2711 2625 1414 1211 1156 1350
is_linear=0
shrinkage=0.0165897


Tree=2406
num_leaves=16
num_cat=0
split_feature=1 14 43 42 1 11 0 1 3 47 130 3 0 158 151
split_gain=1.98652 1.26893 0.970555 2.80715 1.03878 1.38668 1.20847 1.0935 1.18107 1.58502 0.752229 0.743805 0.670259 0.608302 0.641521
threshold=0.15720500000000001 0.073890000000000011 -0.22491499999999998 -1.0000000180025095e-35 0.10331000000000003 1.0000000180025095e-35 0.040570000000000002 0.13216000000000003 0.040040000000000006 0.084545000000000023 -0.08075499999999998 0.12478500000000002 -0.066574999999999981 -0.45783499999999994 0.05680000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 10 7 8 9 -6 -4 -10 -9 -12 -15
right_child=-2 -3 4 -5 6 -7 -8 12 11 -11 13 -13 -14 14 -16
leaf_value=0.00187205683866435 -0.0013681012996794241 0.0032326939391811148 9.7782504627467288e-05 -0.0023864824405445502 -0.0010691957411717321 0.0039391335152591835 0.0027195097071545673 0.00090628402264945386 0.0029334198079660266 0.0013646134177226674 0.00018240411076556685 0.00051429485433853448 0.0029207084969025501 0.0018445816669921907 0.00042383877919121486
leaf_weight=99 52 103 65 54 169 64 85 78 53 94 55 63 72 1825 75
leaf_count=99 52 103 65 54 169 64 85 78 53 94 55 63 72 1825 75
internal_value=0 0.00159285 0.00153355 0.000367995 0.00159958 0.00175973 0.00105575 0.000788117 0.000357815 -0.000198707 0.0016906 0.00162097 0.00187428 0.00174348 0.00178858
internal_weight=0 2954 2851 153 2698 2084 614 529 379 263 2020 116 150 1955 1900
internal_count=3006 2954 2851 153 2698 2084 614 529 379 263 2020 116 150 1955 1900
is_linear=0
shrinkage=0.0150258


Tree=2407
num_leaves=28
num_cat=0
split_feature=1 3 52 3 4 40 4 1 4 51 40 3 1 43 51 52 402 131 4 1 50 50 52 52 1 402 16
split_gain=59.4237 15.0383 10.0471 4.60953 4.23615 4.12376 3.90962 2.80284 3.14459 2.30348 2.16189 2.54353 2.00738 2.15945 1.83192 3.11988 1.28982 1.16881 1.6701 1.3246 1.6499 1.15713 0.967043 0.95779 0.696765 0.568845 0.404373
threshold=0.10471000000000001 0.3148450000000001 -0.40011499999999994 -0.049204999999999992 0.42118000000000005 -0.08440499999999998 0.043640000000000005 0.095435000000000006 -0.033649999999999992 0.085655000000000023 -0.065259999999999999 0.085880000000000012 0.083670000000000008 -0.0088649999999999996 0.10446500000000002 0.26536500000000002 0.089220000000000008 1.0000000180025095e-35 -0.049279999999999997 0.088035000000000016 0.081580000000000014 0.077920000000000003 0.048245000000000003 -0.089799999999999977 0.11497000000000002 -0.020594999999999999 -0.077189999999999995
decision_type=2 2 2 2 2 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 24 -5 7 14 23 10 -7 -12 13 22 16 -16 17 19 25 21 -21 -1 -8 -9 -4 -19 -18
right_child=1 -3 3 5 -6 9 12 8 -10 -11 11 -13 -14 -15 15 -17 26 18 -20 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0022522565613823805 0.0024280363888711369 0.00020659093783388522 0.0021627823178249467 0.00035588059776383435 0.00098876680111514696 0.0014973076139377236 0.0016494446777415928 0.0019331972827208632 0.0013906668708380016 0.0016428786388679171 0.00039979553099464321 0.0011963548717588502 0.0015493700899372814 0.0023871820513604574 0.0024536941065384896 0.0015833802066182361 0.0024056809164884865 0.0024530544981250135 0.0027628619589183004 0.0017275427125080858 0.0022841592464520133 0.0025204008118509158 0.0021009721708245437 0.0024586655876004172 0.0017422980679136083 0.0020898171363155837 0.0026717722183499967
leaf_weight=951 70 93 54 52 56 61 87 57 60 75 56 74 84 96 59 74 98 72 94 81 90 150 68 55 78 69 92
leaf_count=951 70 93 54 52 56 61 87 57 60 75 56 74 84 96 59 74 98 72 94 81 90 150 68 55 78 69 92
internal_value=0 0.00125782 0.0014275 0.00128903 0.00163894 0.00108206 0.0022099 0.00225711 0.00191232 0.00122391 0.00105924 0.000853453 0.00192769 0.00205417 0.0022895 0.00196969 0.00231455 0.00228677 0.00247058 0.00225279 0.00202067 0.00228882 0.00184773 0.00219151 0.00191454 0.00227551 0.00253468
internal_weight=0 669 576 506 188 318 2337 2002 172 266 191 130 335 251 1830 133 1697 1507 235 1272 171 1101 155 112 132 141 190
internal_count=3006 669 576 506 188 318 2337 2002 172 266 191 130 335 251 1830 133 1697 1507 235 1272 171 1101 155 112 132 141 190
is_linear=0
shrinkage=0.00281635


Tree=2408
num_leaves=28
num_cat=0
split_feature=1 3 1 155 0 1 3 0 3 14 0 1 50 3 3 52 13 3 1213 3 40 52 52 52 1429 52 3
split_gain=99.6989 24.7364 8.75599 5.73162 5.55797 4.7586 4.43376 4.16728 4.0944 4.08823 3.33928 6.2874 2.80872 4.02095 2.4115 2.10024 1.91279 1.88334 1.75009 1.23816 1.18657 1.2792 0.931335 1.59683 0.896225 0.970549 0.257487
threshold=0.10123500000000001 -0.049204999999999992 0.13662500000000002 0.092900000000000024 -0.071299999999999988 0.095920000000000019 0.040040000000000006 -0.049024999999999992 0.12168500000000002 0.073890000000000011 -0.10594499999999998 0.083670000000000008 0.083800000000000013 -0.10859999999999999 0.28833000000000003 0.047800000000000009 -0.083849999999999994 -0.084524999999999975 -0.086579999999999976 -0.082294999999999993 -0.064864999999999992 -0.068039999999999975 0.090455000000000021 -0.084674999999999986 0.083810000000000009 0.18043000000000001 -0.072649999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 7 5 9 20 17 -8 10 11 15 13 -6 -4 -1 18 -2 -12 -20 21 -3 23 26 25 -18 -15
right_child=1 2 14 -5 12 -7 8 -9 -10 -11 16 -13 -14 22 -16 -17 24 -19 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0037933574490597133 0.0022450591543219391 0.0012332186240498685 0.0012522902925980565 0.0034322998093828539 0.0020410203767557179 0.0025921362423469273 0.0027652565974498884 0.0018181940720853325 0.0017249326673567209 0.0039978548500303268 0.0031246328614564466 0.0021939076937171143 0.0034885438143744708 0.0031683409808719045 0.00044915174998805214 0.0029835917550210334 0.0032880194745012097 0.0029816929547604662 0.0037563836800020315 0.0034074893929287465 0.0010234478078277715 0.0018915193796245106 0.0031997521188938875 0.0024048969263353293 0.0036509730595873659 0.0029898525605816973 0.0028736178073455079
leaf_weight=56 54 53 71 67 59 88 62 79 90 86 94 73 65 60 74 71 793 91 222 183 52 63 90 63 58 125 64
leaf_count=56 54 53 71 67 59 88 62 79 90 86 94 73 65 60 74 71 793 91 222 183 52 63 90 63 58 125 64
internal_value=0 0.00192207 0.00147696 0.00263322 0.00322739 0.00329949 0.00176428 0.00239407 0.00214949 0.00333482 0.00330076 0.00292242 0.00289486 0.00277991 0.000842642 0.00334092 0.00335204 0.00270759 0.00350956 0.00359882 0.00141555 0.00159103 0.00293718 0.00281063 0.00327147 0.00324746 0.00301649
internal_weight=0 756 465 291 2250 1849 320 224 152 1761 1675 200 401 336 145 127 1475 145 499 405 168 116 277 187 976 918 124
internal_count=3006 756 465 291 2250 1849 320 224 152 1761 1675 200 401 336 145 127 1475 145 499 405 168 116 277 187 976 918 124
is_linear=0
shrinkage=0.00310948


Tree=2409
num_leaves=17
num_cat=0
split_feature=34 49 16 16 160 0 0 16 15 43 40 394 15 0 52 0
split_gain=2.59705 1.30868 1.87014 1.5842 1.62151 1.53662 2.16009 2.22433 1.58057 1.25365 1.00315 1.15637 1.97257 0.880204 1.34447 1.04872
threshold=-0.08569499999999998 -0.15532499999999996 -0.54364499999999982 -0.094469999999999985 0.024885000000000001 -0.06952499999999999 -0.13619499999999998 -0.33811499999999994 -0.11739999999999999 -0.00080499999999999983 -0.081369999999999984 -0.070744999999999988 0.015700000000000002 0.048595000000000006 -0.10201499999999998 -0.029849999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 -8 -6 -5 12 -12 15 -15 -13
right_child=1 2 3 10 9 -7 8 -9 -10 -11 11 13 -14 14 -16 -17
leaf_value=-0.0015001145540837336 -0.000127417380855341 0.0048140141992598865 0.001286675614778076 0.003831490488807523 0.0012128709645687864 -0.0012347110021497559 0.0040640606886707363 -0.0031114399791076575 0.0012216508459152542 0.0045880842428302421 -0.0018898259005549983 0.0020699837112621673 0.0020024381565021802 0.0019812486911263802 0.0053072359582490526 0.00018546812508331241
leaf_weight=63 87 57 68 80 61 89 68 55 218 56 54 1740 95 78 55 82
leaf_count=63 87 57 68 80 61 89 68 55 218 56 54 1740 95 78 55 82
internal_value=0 0.00183578 0.00189565 0.00183616 0.00110637 0.000701107 0.00112277 -0.00067855 0.00189808 0.00282984 0.00204158 0.00197344 0.000590654 0.00207874 0.00335796 0.00198527
internal_weight=0 2943 2856 2799 615 498 409 123 286 117 2184 2104 149 1955 133 1822
internal_count=3006 2943 2856 2799 615 498 409 123 286 117 2184 2104 149 1955 133 1822
is_linear=0
shrinkage=0.0162644


Tree=2410
num_leaves=19
num_cat=0
split_feature=1 2 11 51 13 130 132 475 43 51 11 160 1 401 39 402 2 1
split_gain=2.5983 1.3558 1.53636 1.50936 1.52188 1.15137 1.12642 0.958948 1.00105 0.93695 1.33404 1.11591 0.965431 0.646318 0.618608 0.516136 0.497481 0.40107
threshold=0.14860500000000001 0.090145000000000017 0.080455000000000013 0.078960000000000016 -0.0072149999999999992 -0.076894999999999977 -0.09057999999999998 -0.087994999999999976 0.066010000000000013 -0.16980499999999998 0.080455000000000013 -0.5032049999999999 0.13148500000000005 0.078330000000000025 0.0047850000000000011 0.092815000000000022 0.113445 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 7 -5 -3 -7 -1 13 16 11 -11 -13 14 -9 -15 -8 -10
right_child=-2 5 -4 4 -6 6 9 8 17 10 -12 12 -14 15 -16 -17 -18 -19
leaf_value=-0.0002848871310690238 -0.001660053173392847 -0.0012970060629547732 0.004080398484193005 0.0014791780204385105 -0.0015743897369585196 0.0030802108709786862 0.003178632460071247 0.001664322829716401 0.0042409390848096402 0.0031894640081920845 -0.00093213088174188153 0.00068862362355070681 0.0025822019886561532 0.0036190854830958998 0.00028665839024509055 0.0017868433468455386 0.001246027204086403 0.0023620823315505706
leaf_weight=55 71 52 62 91 71 65 65 983 52 53 98 775 72 71 87 81 66 61
leaf_count=55 71 52 62 91 71 65 65 983 52 53 98 775 72 71 87 81 66 61
internal_value=0 0.00136637 0.00166558 0.00156901 0.000139856 0.000978663 0.00107791 0.00173545 0.00181881 0.000962484 0.00079906 0.000987753 0.000849786 0.00168835 0.00155246 0.00264379 0.00220623 0.00322817
internal_weight=0 2860 1614 1552 162 1246 1194 1390 1335 1129 998 900 847 1222 1070 152 131 113
internal_count=2931 2860 1614 1552 162 1246 1194 1390 1335 1129 998 900 847 1222 1070 152 131 113
is_linear=0
shrinkage=0.0156328


Tree=2411
num_leaves=15
num_cat=0
split_feature=4 40 15 1456 457 16 4 16 51 12 15 15 4 4
split_gain=1.52563 1.31769 1.2366 1.1526 0.940118 0.849994 3.07094 2.4089 1.03514 0.994449 0.897199 0.607665 0.577514 0.430023
threshold=0.62720500000000012 -0.08440499999999998 -0.088184999999999986 -0.16130999999999998 0.10538500000000002 0.20277000000000003 -0.35269999999999996 0.26411500000000004 0.12162000000000002 0.092755000000000018 -0.46772999999999992 -0.036279999999999993 -0.012014999999999998 -0.49269499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 -7 10 -10 -8 12 -9 -13
right_child=-2 3 -4 4 -6 7 8 11 9 -11 -12 13 -14 -15
leaf_value=0.00091781912660253342 -0.0015083179316087206 -0.00081402560499946872 -0.0023375873333034859 0.0050044639783095486 -0.00044037673540869003 -0.0025210261199255552 0.0033996447835928007 0.002684473618816823 -0.0017352552455344172 0.0013680593586307267 0.0013685137551215159 0.0010786108350164304 0.00098229471331132069 -0.00078369045740237224
leaf_weight=69 56 69 52 60 79 53 57 84 53 52 1990 72 129 56
leaf_count=69 56 69 52 60 79 53 57 84 53 52 1990 72 129 56
internal_value=0 0.0011478 -0.000479792 0.00121937 0.00127169 0.00132365 0.00144525 0.000640535 0.00134594 -0.000196754 0.00142516 0.00113242 0.00165438 0.000262524
internal_weight=0 2875 121 2754 2685 2606 2212 394 2152 105 2047 341 213 128
internal_count=2931 2875 121 2754 2685 2606 2212 394 2152 105 2047 341 213 128
is_linear=0
shrinkage=0.0159455


Tree=2412
num_leaves=28
num_cat=0
split_feature=1 1 2 2 2 2 2 13 1 43 14 43 1 51 50 1 484 2 133 131 160 160 43 156 43 403 2
split_gain=171.239 31.0543 17.646 10.2136 10.6289 9.95743 7.03505 6.42916 5.22796 4.39065 4.24929 3.70889 2.88781 2.74678 3.90809 2.03495 1.87652 1.62981 1.0629 0.983336 0.979753 1.15269 1.1378 0.833366 0.784255 0.785277 0.721451
threshold=0.10423500000000001 0.12448500000000001 1.0000000180025095e-35 0.092320000000000013 -0.013084999999999998 0.17553000000000005 -1.0000000180025095e-35 -0.071564999999999976 0.08864000000000001 -1.0000000180025095e-35 0.076450000000000004 -0.007069999999999999 0.11206000000000001 0.0045000000000000014 0.081580000000000014 0.080320000000000016 0.0087000000000000011 0.123795 0.11330000000000001 0.093130000000000018 0.0065900000000000012 0.094750000000000015 -0.091744999999999979 0.087080000000000005 -0.07409499999999998 -1.0000000180025095e-35 0.10362500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 -1 7 -2 -3 17 -4 13 -9 -11 15 -15 18 19 20 23 -17 22 -22 -5 -6 -24 -26 -10
right_child=1 5 9 8 10 -7 -8 11 26 12 -12 -13 -14 14 -16 16 -18 -19 -20 -21 21 -23 24 -25 25 -27 -28
leaf_value=0.0021044842027716556 0.0019312681359133926 0.00050040362961998089 0.00094663255950936406 0.0025495201071765836 0.0033833471678744445 -0.00026316412338678069 0.0032011969982410782 0.00094954720240403594 0.0020417584397984722 0.0021232078111913769 0.0039202026963505374 0.0019024702505687123 0.0013721177506694792 0.0024223550629649815 0.0033089437552169566 0.0030718639479067294 0.0025856269817372776 0.0024477177406124254 0.0030269339793305623 0.0034351874788318671 0.0034428459954261264 0.0029195776141636562 0.003173399697691153 0.0031071608770019557 0.0030716390138288965 0.0027467923296764056 0.0024651419472248364
leaf_weight=68 53 101 75 74 648 58 90 61 60 81 64 64 76 81 72 287 53 60 91 73 56 79 80 99 88 173 66
leaf_count=68 53 101 75 74 648 58 90 61 60 81 64 64 76 81 72 287 53 60 91 73 56 79 80 99 88 173 66
internal_value=0 0.00144591 0.00196758 0.00304465 0.00317293 0.000756997 0.00273073 0.00101894 0.00277688 0.00149706 0.0032224 0.00143768 0.00175981 0.00319057 0.00283977 0.00323345 0.00307383 0.00288282 0.00331209 0.00314562 0.00293024 0.00313686 0.00286295 0.00334678 0.00293088 0.00285643 0.00226376
internal_weight=0 659 375 2272 1536 284 143 226 736 232 1468 125 157 1404 153 1251 413 610 838 360 550 135 415 747 341 261 126
internal_count=2931 659 375 2272 1536 284 143 226 736 232 1468 125 157 1404 153 1251 413 610 838 360 550 135 415 747 341 261 126
is_linear=0
shrinkage=0.00276112


Tree=2413
num_leaves=21
num_cat=0
split_feature=1 1 12 40 14 3 3 16 124 12 3 52 14 47 3 42 12 0 16 42
split_gain=206.289 36.87 32.9949 10.628 7.3759 8.19521 6.07134 5.95918 4.21506 3.81393 3.41941 2.72653 2.4308 2.23284 2.57586 1.85347 1.7216 1.38473 1.21451 0.783328
threshold=0.10471000000000001 0.13662500000000002 0.086385000000000003 -0.034699999999999988 0.073890000000000011 -0.12077499999999998 0.093925000000000022 0.066010000000000013 -0.082389999999999977 0.090285000000000018 0.15217000000000003 -0.22118499999999996 -0.23083499999999998 1.0000000180025095e-35 0.076825000000000018 0.12276500000000001 0.10344500000000002 -0.14104999999999998 0.19384500000000002 0.086245000000000002
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 8 5 7 9 -5 -1 17 -3 -4 -2 14 -14 18 -13 -7 -11 -19
right_child=1 10 11 4 -6 6 -8 -9 -10 15 -12 16 13 -15 -16 -17 -18 19 -20 -21
leaf_value=0.0016633027127496553 0.0015310298032145415 0.00037232361319786519 0.0030041029312375214 0.0017818256043710585 0.0039367897436807207 0.0028040269431158318 0.0023898989950451323 0.0030300433917078294 0.0027332593440181296 0.0030734528548162451 -0.00046372466115619765 0.0026399331696350388 0.00037654734306415453 0.0013333064121881556 0.0010810833116518728 0.0024447628623792505 0.0018964935952965566 0.0033353173541350836 0.0027531565968357359 0.0031640185786736916
leaf_weight=62 56 91 73 73 84 58 99 60 65 579 78 54 101 62 80 53 54 653 126 370
leaf_count=62 56 91 73 73 84 58 99 60 65 579 78 54 101 62 80 53 54 653 126 370
internal_value=0 0.00116346 0.00157786 0.00303575 0.00308433 0.00304974 0.00309808 0.00234517 0.00221116 0.00313618 -1.33597e-05 0.00256535 0.000979982 0.000852862 0.000688117 0.00297634 0.0022685 0.00324824 0.00301625 0.00327339
internal_weight=0 649 480 2282 2155 2071 1938 133 127 1839 169 181 299 243 181 758 108 1081 705 1023
internal_count=2931 649 480 2282 2155 2071 1938 133 127 1839 169 181 299 243 181 758 108 1081 705 1023
is_linear=0
shrinkage=0.00293013


Tree=2414
num_leaves=29
num_cat=0
split_feature=1 3 2 12 1 1 2 12 2 43 3 13 13 1 1 16 16 475 49 16 156 16 12 156 1446 3 51 131
split_gain=101.508 16.8349 11.1062 9.13598 7.87425 6.86804 4.19153 2.97389 3.10123 2.8132 2.6387 2.53883 2.40544 1.98539 1.63518 2.70062 2.01793 1.63183 1.8822 1.48239 1.26733 1.41049 1.19212 1.13352 1.09285 1.53182 0.965223 0.594933
threshold=0.10749500000000002 -0.046079999999999989 0.11426500000000002 0.056995000000000011 0.092845000000000025 0.14566000000000004 0.090020000000000017 -0.0066799999999999993 0.096080000000000013 -0.078734999999999986 0.30863500000000005 -0.0050199999999999993 -0.066634999999999986 0.087055000000000007 0.090540000000000023 -0.077189999999999995 -0.116045 -0.08230999999999998 -0.065249999999999989 -0.39761999999999992 1.0000000180025095e-35 -0.0046349999999999994 0.09358000000000001 0.086995000000000017 0.087090000000000015 -0.11266 0.10570500000000001 0.089115000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 4 7 9 14 8 -1 -3 19 -6 -2 -9 16 -16 -5 -8 -19 -11 21 26 -23 24 25 -18 -20 -17
right_child=1 5 -4 6 11 -7 17 13 -10 10 -12 -13 -14 -15 15 27 23 18 20 -21 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=0.0032618712926310812 0.0028000271921860527 0.00055804899448166066 0.0010417209685019331 0.0031468111425342477 0.0012027533975016678 0.0001250430075512127 0.0028820089538379701 0.0024243422586210386 0.0023049667841255873 0.001069084433503187 0.00075245249368918873 0.0019272420313226576 0.0020204699047247487 0.0017420779832429418 0.0019835110429033986 0.0028134672344872543 0.003211100658083282 0.0018688376639066698 0.0025459503925041333 0.0016184503491810107 0.0027956095953168107 0.0024722399646013495 0.0020320016009271057 0.0024032922562574909 0.0023470054017841347 0.0027170354359506133 0.0021405631969118591 0.0024790148168381929
leaf_weight=52 55 68 79 81 63 77 53 86 52 63 70 90 68 53 64 87 52 52 296 94 62 75 130 96 56 722 54 81
leaf_count=52 55 68 79 81 63 77 53 86 52 63 70 90 68 53 64 87 52 52 296 94 62 75 130 96 56 722 54 81
internal_value=0 0.00120841 0.00185024 0.00250334 0.00212038 0.000859817 0.00258066 0.00242958 0.0027837 0.00105151 0.0011992 0.00162912 0.00236929 0.00216441 0.00267832 0.002468 0.00272675 0.00241302 0.00237582 0.00139819 0.0024185 0.00237632 0.00219321 0.00268997 0.00272309 0.00275027 0.00248349 0.00265239
internal_weight=0 574 202 2357 396 372 1961 243 104 295 227 153 123 139 1239 232 1007 722 669 157 617 555 205 926 830 774 350 168
internal_count=2931 574 202 2357 396 372 1961 243 104 295 227 153 123 139 1239 232 1007 722 669 157 617 555 205 926 830 774 350 168
is_linear=0
shrinkage=0.00276112


Tree=2415
num_leaves=22
num_cat=0
split_feature=3 106 4 15 2 1 4 52 4 2 15 3 4 3 42 12 42 12 1186 12 3
split_gain=4.37833 1.92876 1.57085 1.38582 1.30079 2.45129 3.84433 4.53539 1.21744 2.07043 1.26271 1.1661 2.44125 1.82103 1.58454 1.54852 0.82979 1.01856 0.978742 0.731571 0.437045
threshold=0.3148450000000001 0.085650000000000018 0.27258000000000004 -0.14803999999999998 0.080495000000000011 0.074220000000000022 -0.22295999999999996 0.0049050000000000005 0.40736500000000003 0.11248000000000001 -0.41956999999999994 -0.082439999999999986 -0.0064399999999999987 -0.054399999999999997 -0.026374999999999999 0.087665000000000007 0.08179500000000002 0.083535000000000012 0.021560000000000003 0.08622500000000001 -0.086424999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 11 16 19 -8 -4 -10 -11 14 15 -14 -5 -13 18 -18 -6 -7 -16
right_child=-2 -3 8 4 5 6 7 -9 9 10 -12 12 13 -15 20 -17 17 -19 -20 -21 -22
leaf_value=0.0033596105475829758 -0.00145355450317073 -0.0011101013159574282 -0.0013164828231444316 0.0015772896510012891 0.0011678985430156324 0.0031697141414213413 0.00047025717981576348 -0.004071317517095675 0.0030951732288381569 0.0014032909295013953 -0.0012679822838087824 -0.0011854106269809114 0.001941694071192194 0.0051066988537437933 0.0051698978729629421 0.0015382759913667931 0.0039676691831802566 0.0019344020389549376 0.003037383939627969 0.0011210595118479839 0.003415792959517436
leaf_weight=103 98 52 53 77 526 89 207 56 69 73 69 53 89 62 52 198 53 760 63 58 65
leaf_count=103 98 52 53 77 526 89 207 56 69 73 69 53 89 62 52 198 53 760 63 58 65
internal_value=0 0.0015899 0.00164055 0.00174981 0.00168089 0.00149191 0.000528358 -0.000496195 0.000600726 0.00108302 0.000104213 0.00225519 0.00181923 0.00324223 0.00315781 0.000962553 0.00177358 0.00206714 0.00136812 0.00236243 0.00419669
internal_weight=0 2827 2775 2511 2408 1812 410 263 264 211 142 596 402 151 194 251 1402 813 589 147 117
internal_count=2925 2827 2775 2511 2408 1812 410 263 264 211 142 596 402 151 194 251 1402 813 589 147 117
is_linear=0
shrinkage=0.0141591


Tree=2416
num_leaves=30
num_cat=0
split_feature=1 3 1 15 12 3 3 0 13 13 0 3 3 12 51 0 3 1 156 156 42 43 160 12 42 43 15 42 43
split_gain=121.068 25.4201 8.40391 7.05088 6.70665 6.15571 7.84941 5.6909 3.22324 3.05614 2.94852 5.63495 2.70089 3.35504 2.258 2.21847 1.93028 1.66953 1.4839 1.40982 1.53709 1.26154 1.54874 1.18032 1.09786 1.03232 0.846233 0.383895 0.249985
threshold=0.10398500000000001 -0.049204999999999992 0.090650000000000022 -0.24211499999999997 0.088435000000000014 0.3148450000000001 0.090170000000000014 -0.07087499999999998 -0.0050199999999999993 -0.0073349999999999986 -0.14867499999999997 0.081495000000000012 -0.115685 0.092165000000000011 -0.091829999999999981 -0.17862999999999998 -0.010059999999999998 0.11392000000000001 0.090135000000000007 0.083125000000000018 0.083970000000000017 -0.036849999999999994 -1.0000000180025095e-35 0.096425000000000025 0.10077000000000001 -1.0000000180025095e-35 -0.025879999999999997 0.097025000000000014 0.041625000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 8 6 9 10 -4 16 11 -1 -9 -14 -5 -8 -3 -16 19 23 -21 22 -6 24 -12 27 -25 -15 -23
right_child=1 5 4 14 21 -7 15 12 -10 -11 18 -13 13 25 17 -17 -18 -19 -20 20 -22 28 -24 26 -26 -27 -28 -29 -30
leaf_value=0.0038437336742713365 0.0013545928932336753 0.001538564919245511 0.0015648789061502952 0.0028184602501383329 0.0028397069177255952 0.0005114445567408984 0.001351426327231756 0.0019973015668814189 0.0023155603959272401 0.00049748474493760127 0.0028664072743917772 0.0027132402062135285 0.0030586040695931307 0.0026950620742350042 0.0024884551314109178 0.0020417635255641979 0.00089801317050481862 0.0018949214112067838 0.0024893753991407207 0.0034754828809166684 0.0028523059532399673 0.0030366388738214305 0.002236470815348428 0.0024551577922650013 0.0032353582912423911 0.0021606738605494547 0.0028435893573059584 0.0024069268413294226 0.0027721166499728484
leaf_weight=61 57 57 68 60 53 92 53 56 91 68 1021 59 85 75 68 79 73 62 70 55 54 52 65 81 59 63 75 59 54
leaf_count=61 57 57 68 60 53 92 53 56 91 68 1021 59 85 75 68 79 73 62 70 55 54 52 65 81 59 63 75 59 54
internal_value=0 0.00149526 0.00275569 0.00215831 0.00240402 0.00110711 0.00127309 0.00282758 0.00199469 0.00094514 0.002895 0.00328814 0.00252131 0.00262527 0.00239928 0.00176479 0.00117908 0.0022056 0.00286164 0.002881 0.00316701 0.00269446 0.00250765 0.00285575 0.00288659 0.00243815 0.00264208 0.0025684 0.00290214
internal_weight=0 669 2256 247 383 422 330 1873 159 198 1535 120 338 282 190 132 130 130 1415 1345 109 224 118 1236 1080 197 156 134 106
internal_count=2925 669 2256 247 383 422 330 1873 159 198 1535 120 338 282 190 132 130 130 1415 1345 109 224 118 1236 1080 197 156 134 106
is_linear=0
shrinkage=0.00260187


Tree=2417
num_leaves=9
num_cat=0
split_feature=3 97 1452 2 1427 43 149 3
split_gain=3.35668 1.4042 1.07774 1.00602 0.910568 0.896065 0.843833 1.30034
threshold=0.3148450000000001 -0.0047149999999999996 0.087375000000000008 0.15305000000000002 0.083935000000000023 0.42018500000000009 0.079475000000000004 -0.093419999999999989
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.00062582404542054079 -0.0012620033768843272 0.00083163733151824014 0.0033529470063459513 -0.00032542819153643613 0.0033853485447473118 0.0035581898356573517 0.0035217467938801652 0.0017547485414127861
leaf_weight=63 98 462 97 60 78 60 56 1951
leaf_count=63 98 462 97 60 78 60 56 1951
internal_value=0 0.00167997 0.00173259 0.00167359 0.00171966 0.00166822 0.00162223 0.00157808
internal_weight=0 2827 2764 2667 2607 2529 2469 2413
internal_count=2925 2827 2764 2667 2607 2529 2469 2413
is_linear=0
shrinkage=0.0156328


Tree=2418
num_leaves=22
num_cat=0
split_feature=1 52 47 1 123 52 2 14 43 13 2 15 15 16 16 0 15 43 0 15 2
split_gain=138.689 26.2306 15.6995 12.0017 10.1663 7.09096 5.08828 4.76871 3.64614 4.70708 3.39223 3.23747 3.00239 3.74577 4.07741 3.13726 2.62515 3.48983 1.62128 1.55111 1.24857
threshold=0.10398500000000001 -0.41694999999999993 0.078660000000000022 0.14860500000000001 0.080635000000000012 0.090060000000000015 1.0000000180025095e-35 0.073890000000000011 -1.0000000180025095e-35 -0.052719999999999996 0.11666500000000002 -0.093734999999999985 -0.031624999999999993 0.073820000000000011 0.0063750000000000013 -0.07106999999999998 -0.19153499999999998 -0.073404999999999984 -0.10071499999999999 -0.032144999999999993 0.10043500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 7 8 -4 10 11 -10 12 -3 15 14 18 16 -1 -18 -14 -12 -15
right_child=1 2 6 -5 -6 -7 -8 -9 9 -11 19 -13 13 20 -16 -17 17 -19 -20 -21 -22
leaf_value=0.0036907356871268854 0.0034039187962677884 0.00056208384423661649 0.0028348641615624907 0.00017232883550719305 0.0022312282522930276 0.0022653299440206181 0.0018053245311271105 0.0038981970439452666 0.0010677767699005171 0.0020317907670935284 0.0030331874498190541 0.001399120464289476 0.0028332598409253527 0.0039195530316055802 0.0026551318877456155 0.002466101821154094 0.0032770474613504964 0.0028101336377717992 0.0033379229162856469 0.0023977470014309317 0.0034008367049948511
leaf_weight=64 68 75 79 65 82 74 74 85 75 87 74 72 54 101 81 59 309 218 1016 53 60
leaf_count=64 68 75 79 65 82 74 74 85 75 87 74 72 54 101 81 59 309 218 1016 53 60
internal_value=0 0.00174564 0.00155796 0.0012918 0.00320587 0.00148171 0.00233711 0.00324262 0.00129396 0.00158567 0.00321593 0.000972266 0.00324489 0.00332274 0.00326625 0.00308771 0.00314972 0.00308396 0.00331248 0.00276824 0.00372643
internal_weight=0 669 601 448 2256 383 153 2174 309 162 2089 147 1962 1312 1151 650 591 527 1070 127 161
internal_count=2925 669 601 448 2256 383 153 2174 309 162 2089 147 1962 1312 1151 650 591 527 1070 127 161
is_linear=0
shrinkage=0.00281635


Tree=2419
num_leaves=29
num_cat=0
split_feature=4 12 13 43 52 12 2 52 156 43 4 15 42 1429 12 52 2 2 15 12 4 158 51 13 13 4 12 15
split_gain=74.2611 18.0673 9.20112 8.36858 5.4704 5.00979 4.75363 4.36631 3.27726 2.42671 2.28059 4.12638 2.19965 1.50469 1.99719 2.81255 2.11158 2.38533 1.47204 1.41336 1.28647 1.08775 1.56769 1.01917 0.852219 0.843267 0.677562 0.415071
threshold=0.31392000000000003 0.056995000000000011 -0.15569499999999997 -0.012119999999999997 -0.036309999999999988 0.10279500000000001 0.15205000000000002 -0.087604999999999988 0.091385000000000008 -0.049999999999999996 -0.15764999999999998 -0.015104999999999999 0.11697 0.086095000000000019 0.084065000000000015 0.0049050000000000005 0.097110000000000016 0.11248000000000001 -0.0092699999999999987 0.09358000000000001 0.053330000000000009 0.078875000000000015 -0.093449999999999991 -0.0073899999999999999 -0.083274999999999988 0.05309500000000001 0.10742000000000002 -0.036279999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 13 9 -4 10 -2 -5 25 20 14 15 18 21 19 -3 -18 26 22 -16 -11 -23 -12 -7 -28
right_child=6 5 3 8 -6 12 -8 -9 -10 23 11 -13 -14 -15 16 -17 17 -19 -20 -21 -22 24 -24 -25 -26 -27 27 -29
leaf_value=0.00039276726533756662 0.00023606265065407661 0.0022202482021991842 0.0012974259456130371 0.0021626128282957978 0.0016913084733684882 0.0016145062831835122 -0.00030991080748647888 0.00032812609164627139 0.0024111217074300547 0.000536682203716606 0.0020504016575597977 0.00093099276221124416 0.0012031287485987057 0.0023372771650505678 0.0014998044455464116 0.0018070676408888724 0.0011842031185239626 0.0021161216989862342 0.0028280169734046217 0.0017201592151280694 0.0013830028932279924 0.002463298724543257 0.0019789960956148114 0.00095720299264499939 0.002009338578615941 0.0015740254091688359 0.0021573325077264894 0.0018253911411410409
leaf_weight=61 95 67 64 53 75 56 52 73 55 75 58 58 73 89 53 71 61 68 53 90 55 59 1080 98 65 53 54 61
leaf_count=61 95 67 64 53 75 56 52 73 55 75 58 58 73 89 53 71 61 68 53 90 55 59 1080 98 65 53 54 61
internal_value=0 0.00182068 0.00138473 0.00150841 0.00110328 0.00193734 0.000438739 0.000781149 0.00181838 0.000584108 0.00167139 0.00151717 0.00161293 0.00199257 0.00197414 0.00223561 0.00194029 0.00169409 0.00248892 0.00150384 0.00174517 0.00198316 0.00195661 0.000775063 0.00222557 0.0018232 0.00186149 0.00198151
internal_weight=0 2605 550 489 212 2055 320 137 277 268 222 169 299 1756 1667 191 1476 219 120 151 226 1257 1133 173 124 111 171 115
internal_count=2925 2605 550 489 212 2055 320 137 277 268 222 169 299 1756 1667 191 1476 219 120 151 226 1257 1133 173 124 111 171 115
is_linear=0
shrinkage=0.00270699


Tree=2420
num_leaves=19
num_cat=0
split_feature=1 0 11 0 0 1453 1374 1 0 1 43 157 2 2 403 49 1 43
split_gain=2.58848 2.48023 2.08963 2.20848 2.72313 1.58448 1.29529 1.80956 1.21834 1.21566 2.35473 0.82861 1.37777 1.1633 0.999128 0.73342 0.412411 0.319448
threshold=0.12313000000000002 -0.11167499999999998 1.0000000180025095e-35 -0.079794999999999991 -0.15530999999999998 -0.077554999999999985 0.086000000000000007 0.10123500000000001 -0.074249999999999997 0.10877000000000002 -0.080104999999999996 -0.00052499999999999986 0.084195000000000006 0.090020000000000017 -0.53317999999999988 -0.008794999999999999 0.13707500000000003 -0.062434999999999997
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 -1 7 11 -3 10 -9 12 -7 -14 -13 -16 -10 -11
right_child=1 8 3 -5 -6 6 -8 9 16 17 -12 14 13 -15 15 -17 -18 -19
leaf_value=0.0034449350541287888 0.0026171202858431795 -0.0022948574616609035 0.0020800640224843663 0.0014645195636284714 0.0064829311564004195 -0.00098294926463746439 0.0034580024304593478 0.0017610843629562553 0.0010078667237473733 0.00057773919994166833 -0.0020808458196670838 0.00013902853133772504 0.0022439125954826352 0.00039949504190492174 0.00091092431915108915 0.0018832505086164224 -0.00046313582598421222 0.0017042209844614351
leaf_weight=83 66 57 55 102 58 62 63 52 63 103 83 79 142 133 176 1380 97 100
leaf_count=83 66 57 55 102 58 62 63 52 63 103 83 79 142 133 176 1380 97 100
internal_value=0 0.000213227 0.00163793 0.00297719 0.00434128 0.00152062 0.00145325 0.00139851 -0.000517214 0.00044067 -0.000599872 0.00156261 0.000922331 0.00135243 0.00169449 0.00177337 0.000115127 0.0011334
internal_weight=0 283 2671 215 113 2456 2373 2310 217 338 135 1972 337 275 1635 1556 160 203
internal_count=2954 283 2671 215 113 2456 2373 2310 217 338 135 1972 337 275 1635 1556 160 203
is_linear=0
shrinkage=0.0141591


Tree=2421
num_leaves=33
num_cat=0
split_feature=1 155 1 2 9 1452 15 1 0 0 151 51 15 51 43 2 2 2 43 2 0 51 150 1213 48 0 403 43 51 43 0 1
split_gain=66.1968 18.5097 8.0817 8.16067 10.8628 3.00998 2.68135 4.06277 3.41402 2.65206 2.49919 2.45702 2.26765 2.4845 2.39199 2.30346 2.11602 2.83681 2.00358 1.90355 2.17137 1.4883 3.05615 1.29083 1.1793 0.994329 0.75804 0.654288 0.583806 0.344708 0.226321 0.218628
threshold=0.10123500000000001 0.092900000000000024 0.13662500000000002 0.10457000000000001 -1.0000000180025095e-35 0.087675000000000017 0.033605000000000003 0.085720000000000005 -0.11214999999999999 -0.07409499999999998 -0.081744999999999984 0.10072000000000002 -0.076929999999999985 -0.029554999999999994 -0.091894999999999991 0.10121500000000001 0.086115000000000011 -1.0000000180025095e-35 -0.06372499999999999 0.113445 -0.068189999999999987 -0.067854999999999985 0.086025000000000018 -0.025929999999999998 0.036755000000000003 -0.089594999999999994 -0.53223999999999994 -0.0060749999999999997 0.088715000000000002 -0.085504999999999984 -0.16926499999999997 0.091055000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 7 10 -8 -6 25 21 13 -12 -14 -16 17 -9 -4 20 23 -5 30 27 -18 -1 -25 -10 -15 -27 -23 -19
right_child=1 -3 18 11 9 -7 8 16 19 -11 12 -13 14 28 15 -17 24 31 -20 -21 -22 22 -24 26 -26 29 -28 -29 -30 -31 -32 -33
leaf_value=0.0028487519187367018 0.00066364433786394973 0.0026404833781548949 0.0001943013795011994 0.0012956849445934172 0.0023818591490190177 0.0028012828902656624 0.0029752243778644492 0.0015998680465240207 0.0025834440865750677 0.001721131285516231 0.0026931980240140247 0.0015545300534393447 0.0015403965490182515 0.0021067617490442311 0.0023370003900520003 0.0017789960043208084 0.0012840471780153071 0.0022249684208432759 0.00085283448358666053 0.0018035325733781703 0.0028834452150436839 0.00060794726187926064 0.0012546408015891583 0.0019084052375706294 0.001832591287279417 0.0025566139945048514 0.0022633758089711849 0.0023110746900074906 0.0024130617555402096 0.0022588163455269372 0.00035308602218103095 0.0024860386594966243
leaf_weight=57 58 73 54 52 88 79 64 60 155 99 102 52 67 196 154 90 52 54 102 53 54 54 61 52 72 61 479 125 65 64 54 52
leaf_count=57 58 73 54 52 88 79 64 60 155 99 102 52 67 196 154 90 52 54 102 53 54 54 61 52 72 61 479 125 65 64 54 52
internal_value=0 0.00131949 0.00117637 0.00134234 0.00170835 0.00227053 0.00225081 0.00215978 0.00235702 0.00203222 0.00225564 0.00101377 0.00217781 0.00232656 0.00200409 0.0021313 0.00187672 0.00208116 0.00062507 0.00231389 0.00234513 0.000886393 0.000760283 0.00230925 0.00160279 0.00254371 0.00222867 0.00246196 0.00218316 0.00240438 0.00048079 0.00235332
internal_weight=0 747 674 518 245 2207 2128 1146 982 187 856 273 674 363 311 244 290 166 156 918 865 221 169 811 124 182 531 280 261 125 108 106
internal_count=2954 747 674 518 245 2207 2128 1146 982 187 856 273 674 363 311 244 290 166 156 918 865 221 169 811 124 182 531 280 261 125 108 106
is_linear=0
shrinkage=0.00276112


Tree=2422
num_leaves=23
num_cat=0
split_feature=1452 1 15 11 15 15 1 15 12 1 15 1 15 133 12 16 4 4 15 12 16 133
split_gain=2.08272 2.11359 1.77989 1.51877 3.126 1.92977 1.2354 0.949126 1.06018 1.5766 1.23988 1.84172 1.19382 0.912015 1.82713 0.83431 0.806527 0.738303 0.551494 0.492068 0.328284 0.280652
threshold=0.099915000000000018 0.12313000000000002 -0.41725999999999991 1.0000000180025095e-35 0.025430000000000005 -0.10192499999999999 0.13891000000000003 0.13954000000000003 0.083885000000000015 0.082535000000000011 -0.020389999999999995 0.092845000000000025 -0.094839999999999994 -0.083549999999999999 0.082425000000000012 -0.14792499999999997 0.31392000000000003 0.0015850000000000003 -0.037394999999999991 0.092675000000000021 0.41580500000000004 0.08413000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 7 5 -5 -3 8 9 13 12 -12 -11 -1 -15 21 18 19 -4 -17 -19 -10
right_child=-2 2 16 4 -6 -7 -8 -9 15 10 11 -13 -14 14 -16 17 -18 20 -20 -21 -22 -23
leaf_value=0.00035434585482586347 0.0053318978995180238 0.00021560861884373095 0.0010568461248857534 0.0046578833627353659 0.0068340800442858191 0.00045250159782740169 0.0040156830866948144 -0.00053197498786283401 0.0042349492660493692 0.00016949313094659336 0.0011753382360709555 -0.0029585114174682835 0.0024418110153003603 0.0045040813447256179 0.00072907591106735386 0.0018343922969913955 -0.0027377404168163299 0.00057800555486923501 -0.00141598914533193 0.0025665192507584034 0.0021151525021823763 0.0024882694117534508
leaf_weight=54 52 59 63 55 59 98 52 58 68 164 71 68 137 106 68 878 54 171 54 450 61 54
leaf_count=54 52 59 63 55 59 98 52 58 68 164 71 68 137 106 68 878 54 171 54 450 61 54
internal_value=0 0.00170423 0.000226299 0.00186323 0.00332133 0.00196549 0.00199755 0.00173478 0.00179081 0.00118489 0.000556334 -0.000845598 0.00120437 0.00239705 0.00302989 0.00203133 -0.00092234 0.00191921 -8.2824e-05 0.00208262 0.000982996 0.0034634
internal_weight=0 2902 282 2620 212 153 111 2408 2350 668 440 139 301 228 174 1682 171 1560 117 1328 232 122
internal_count=2954 2902 282 2620 212 153 111 2408 2350 668 440 139 301 228 174 1682 171 1560 117 1328 232 122
is_linear=0
shrinkage=0.0179572


Tree=2423
num_leaves=24
num_cat=0
split_feature=4 2 2 0 2 0 14 0 14 16 39 4 4 4 2 0 1454 42 16 0 16 13 16
split_gain=96.9432 34.8819 20.2415 15.9921 12.7538 12.9659 6.76381 5.84011 4.68248 15.8052 3.70315 3.66407 3.61376 2.77224 1.85427 1.82959 1.88128 1.71075 2.32057 1.5121 1.47866 1.47042 0.540573
threshold=0.31392000000000003 0.10121500000000001 -1.0000000180025095e-35 -0.068189999999999987 0.13388500000000003 -0.12851999999999997 0.073890000000000011 -0.13165999999999997 -0.45687499999999998 -0.42170999999999997 0.088485000000000008 0.020110000000000006 0.0019650000000000002 -0.0088849999999999988 0.10869000000000002 -0.095909999999999981 1.0000000180025095e-35 0.078120000000000009 0.26538000000000006 -0.050064999999999991 -0.086909999999999987 -0.016759999999999994 -0.12080999999999999
decision_type=2 2 2 2 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 12 -2 10 14 15 -4 17 -10 -9 -17 18 -7 -6 -15 22 -13
right_child=8 4 6 -5 19 13 -8 11 9 -11 -12 21 -14 20 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0024760396004019302 0.0013746294013579222 0.0009707542280661905 0.0014603075724426071 0.00044061694260628731 0.00052607577775371471 0.0017732139264110755 0.0034221307783245231 0.0030464090310991917 0.0015637845994746586 -0.00078158771246505064 0.00033030185957646916 0.0025701539621176524 0.0024074031736048564 0.0021950316118621313 0.00086967402312583336 0.0025794803064877123 0.0029880621545134308 0.0027409810221329213 0.0025162450097168947 0.0011806240048179957 0.0016287344643424555 0.0018299552868777616 0.0021829696811308209
leaf_weight=60 60 95 63 68 58 62 75 84 55 62 67 63 71 67 76 1347 101 71 80 59 90 60 60
leaf_count=60 60 95 63 68 58 62 75 84 55 62 67 63 71 67 76 1347 101 71 80 59 90 60 60
internal_value=0 0.00232555 0.00250164 0.00139496 0.00170465 0.00191801 0.00257525 0.00254088 0.000650982 0.000483869 0.000880278 0.00258606 0.00196236 0.00216115 0.00116133 0.00263206 0.002608 0.00237516 0.00219204 0.000856409 0.0018706 0.00220086 0.00238153
internal_weight=0 2634 2052 128 582 465 1924 1849 320 260 198 1715 134 370 131 1532 1448 213 142 117 157 183 123
internal_count=2954 2634 2052 128 582 465 1924 1849 320 260 198 1715 134 370 131 1532 1448 213 142 117 157 183 123
is_linear=0
shrinkage=0.00287267


Tree=2424
num_leaves=32
num_cat=0
split_feature=1 155 1 47 123 47 15 11 13 475 15 4 1 15 15 124 49 13 10 39 133 13 160 4 475 13 13 49 13 4 133
split_gain=89.0223 21.3492 10.5123 5.93897 5.80501 4.32636 3.22806 7.04423 3.21066 3.62443 3.21716 2.32605 3.30427 2.11337 1.79549 1.70483 1.77841 1.83011 1.53595 2.58993 1.27978 1.56314 0.973312 0.778302 0.753139 0.61268 0.515032 0.417544 0.84147 0.390314 0.0813072
threshold=0.10455000000000002 0.092900000000000024 0.12448500000000001 0.10648500000000001 1.0000000180025095e-35 0.11230000000000001 0.033605000000000003 1.0000000180025095e-35 -0.078724999999999976 -0.084964999999999985 -0.12431499999999999 -0.46195999999999998 0.085410000000000014 0.11447500000000001 -0.0065999999999999991 -0.064554999999999987 -0.052004999999999989 -0.034484999999999995 -0.008179999999999998 0.09697500000000002 0.11124000000000002 -0.049994999999999991 -0.012019999999999998 -0.077889999999999987 -0.085684999999999997 -0.064249999999999988 -0.086554999999999979 -0.010984999999999998 -0.083709999999999993 0.50609000000000004 0.41346500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 15 6 18 8 13 14 -10 -11 -12 -13 20 24 -2 -17 -18 -4 29 22 23 -8 -22 -1 -15 -24 -26 -29 -20 -23
right_child=1 -3 5 -5 -6 -7 7 -9 9 10 11 12 -14 25 -16 16 17 -19 19 -21 21 30 26 -25 27 -27 -28 28 -30 -31 -32
leaf_value=0.0030602480950414541 0.0010703760072163829 0.0031188642178254385 0.0003600098796994325 0.0023703006209097356 0.0019621775859027133 0.0016151692109621534 0.0030940987531552257 0.0037365295506179307 0.002998526332818407 0.0028379222355259639 0.0027518658255324623 0.002361071808934002 0.001848335895182853 0.0025657278834786057 0.0022378882504560152 0.0019635827670008957 0.001760622100231576 0.0011194877580507738 0.0013048101658566934 0.00037874438889375246 0.0020944214906405008 0.0027310268580368812 0.0026458269411734547 0.0025753731083877464 0.0025722656272184376 0.0021983647254231057 0.0028405700955084733 0.0028726592196925745 0.0025336145972158766 0.00096434747567899581 0.0029032696069694977
leaf_weight=62 65 55 59 69 98 54 92 54 75 89 66 295 143 79 54 65 62 76 52 52 52 54 154 53 102 65 360 215 78 53 52
leaf_count=62 65 55 59 69 98 54 92 54 75 89 66 295 143 79 54 65 62 76 52 52 52 54 154 53 102 65 360 215 78 53 52
internal_value=0 0.00147122 0.00132187 0.00164723 0.00262082 0.000915677 0.00265023 0.00276472 0.00255163 0.0024252 0.00235264 0.00226689 0.00219374 0.00271009 0.00271686 0.00146095 0.00158587 0.00140775 0.000740668 0.00088353 0.00276468 0.00257791 0.00282967 0.00233747 0.00277339 0.00240011 0.00278228 0.00272829 0.0027825 0.00113324 0.0028158
internal_weight=0 662 607 337 2292 270 2194 1015 1179 668 593 504 438 961 511 268 203 138 216 157 817 211 606 105 457 144 514 395 293 105 106
internal_count=2954 662 607 337 2292 270 2194 1015 1179 668 593 504 438 961 511 268 203 138 216 157 817 211 606 105 457 144 514 395 293 105 106
is_linear=0
shrinkage=0.00276112


Tree=2425
num_leaves=22
num_cat=0
split_feature=4 3 0 157 52 150 151 0 4 1447 456 49 13 13 42 133 4 13 4 16 0
split_gain=2.63566 1.5446 1.075 1.81297 2.39012 1.48093 1.42548 1.34587 1.15694 1.16797 1.3491 2.08301 1.15156 1.07747 0.861251 0.815937 0.696339 0.658634 0.606991 0.565475 0.471887
threshold=0.40052000000000004 0.11995000000000001 -0.10071499999999999 -0.064429999999999987 0.06136500000000001 0.082085000000000019 0.084350000000000008 -0.11327499999999999 0.010535000000000001 -0.085804999999999979 0.03981500000000001 -0.081489999999999993 -0.084304999999999977 -0.095574999999999979 0.087825000000000014 -0.021469999999999996 -0.42305999999999994 -0.00045499999999999995 0.0011850000000000003 -0.10064999999999998 -0.069074999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 3 -1 5 7 8 18 9 -4 11 -11 -12 -6 20 -10 -13 19 -5 -17 -2
right_child=1 -3 6 4 13 -7 -8 -9 15 10 12 16 -14 -15 -16 17 -18 -19 -20 -21 -22
leaf_value=-0.0020235210874609516 0.0029875103094966415 -0.001847787879896205 7.82374919794446e-05 0.0026244134888332243 0.00093920359439363934 0.00031249754639160336 0.0045405741921226948 0.00066192910948666367 0.002801947954210402 -0.0010499335675416394 0.0023718417510418251 0.0033071205553614979 0.005528663213971859 -0.0026097479973071392 -0.00025876709002881396 0.0021661299710161214 0.0020431320460244616 -0.0013578952809379405 0.0048368022660667193 9.0902577879960492e-06 0.0007159422223939326
leaf_weight=52 63 88 86 68 54 85 67 54 52 65 79 150 66 52 102 65 1412 53 90 90 52
leaf_count=52 63 88 86 68 54 85 67 54 52 65 79 150 66 52 102 65 1412 53 90 90 52
internal_value=0 0.000118868 0.00184805 0.00106866 0.00146812 0.00227826 0.00201026 0.00306553 0.00193013 0.00208411 0.00218136 0.00203609 0.00381004 -0.000800019 0.000917272 0.00082899 0.00216463 0.000334847 0.00388582 0.000914868 0.001962
internal_weight=0 305 2640 455 403 297 2185 212 2118 1858 1772 1627 145 106 217 260 1562 208 158 155 115
internal_count=2945 305 2640 455 403 297 2185 212 2118 1858 1772 1627 145 106 217 260 1562 208 158 155 115
is_linear=0
shrinkage=0.0176051


Tree=2426
num_leaves=30
num_cat=0
split_feature=1 2 4 12 2 12 16 1 15 16 12 4 16 52 16 2 2 4 2 160 16 15 2 159 16 12 12 4 16
split_gain=108.337 27.618 17.4784 9.62196 8.33466 3.90122 4.20998 3.78479 3.7567 3.61942 3.1978 3.26813 2.83053 5.5292 2.89176 2.82665 2.40692 2.29307 1.60058 1.4401 1.43655 1.26215 1.17043 1.13822 1.12605 1.06791 1.02053 0.965665 0.599634
threshold=0.10398500000000001 0.14253500000000002 0.27420500000000009 0.087255000000000013 0.10060500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.11907500000000001 -0.092489999999999989 0.0048000000000000013 0.090285000000000018 0.032770000000000001 0.31625000000000009 0.042815000000000006 -0.073554999999999995 0.25063000000000007 0.092250000000000013 0.043640000000000005 0.088710000000000011 -0.081849999999999992 -0.116045 0.097125000000000003 0.10836000000000003 -0.048269999999999993 -0.42607499999999993 0.083885000000000015 0.086850000000000024 -0.036839999999999991 -0.083614999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 9 5 6 8 -4 -1 -2 16 19 13 22 -15 -3 18 -14 20 23 -7 28 -6 -12 -9 -22 -20 -5 -21
right_child=1 15 7 27 12 10 -8 24 -10 -11 11 -13 17 14 -16 -17 -18 -19 26 21 25 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.003793078548962383 0.0024405237410557402 0.00164467484121236 0.0026080527627789954 0.0041863855921809353 0.0032130932833663393 0.0046071779299192888 0.004183109612801098 0.0015156013465892923 0.0028238214798551051 0.0034297914166165041 0.0039589251119121326 0.0032063000957039279 0.0042599275053297582 0.0041879006634464692 0.0033513031445478432 0.00073839130546380272 0.0048072565881303684 0.0034502621073839632 0.0035059336343660529 0.0043101205825793647 0.0038583035307827671 0.0036780980034962041 0.0026546568852377364 0.0033139839584807873 0.0021188578437794292 0.0041959859063643206 0.0040410527013782904 0.0036686771370017315 0.004033693079630747
leaf_weight=79 103 77 98 55 72 71 86 63 71 52 52 59 76 78 77 55 53 58 55 106 104 77 70 52 54 637 89 92 274
leaf_count=79 103 77 98 55 72 71 86 63 71 52 52 59 76 78 77 55 53 58 55 106 104 77 70 52 54 637 89 92 274
internal_value=0 0.00251232 0.00283013 0.00330328 0.00392311 0.00401153 0.00364389 0.00216537 0.00333451 0.00277262 0.00406478 0.00389168 0.00354039 0.00337365 0.00377251 0.0012673 0.0041711 0.00390972 0.0041358 0.00396371 0.00418877 0.00403804 0.00293804 0.00363677 0.00179431 0.00414864 0.00383689 0.0038626 0.00411089
internal_weight=0 649 517 302 2296 1865 236 215 150 155 1629 620 431 297 155 132 1009 134 956 561 812 457 142 104 117 741 144 147 380
internal_count=2945 649 517 302 2296 1865 236 215 150 155 1629 620 431 297 155 132 1009 134 956 561 812 457 142 104 117 741 144 147 380
is_linear=0
shrinkage=0.0030485


Tree=2427
num_leaves=16
num_cat=0
split_feature=2 0 52 3 15 4 48 49 48 10 3 48 13 1443 12
split_gain=2.74956 1.87051 1.9251 2.56891 1.87709 1.10148 2.36639 1.08406 1.40168 1.03132 0.852931 1.0434 2.20561 1.74009 0.659681
threshold=0.25063000000000007 -0.108275 -0.0064899999999999992 0.11745500000000002 -0.060199999999999997 -0.031159999999999997 0.08790000000000002 0.13087000000000001 0.10891500000000001 0.057650000000000007 0.11391500000000002 0.093225000000000016 -0.077274999999999996 0.059665000000000003 0.084305000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 14 -1 -7 8 9 10 11 13 -13 -3 -4
right_child=-2 7 3 -5 -6 6 -8 -9 -10 -11 -12 12 -14 -15 -16
leaf_value=0.0048949314127709649 -0.0024336249927071579 0.0022601966679778309 0.0038485813136102586 -0.0029722908197204797 -0.0010030111040421623 -0.00074853842338260673 0.0043788288314863281 0.00014483436302562084 0.0055090812178589599 -0.00017575839317169058 0.0047828253106812707 0.0033188434592919202 -0.002327131809528777 0.0058387674814931049 0.00097560282990281303
leaf_weight=53 56 1947 74 86 99 79 64 94 53 67 54 52 57 55 55
leaf_count=53 56 1947 74 86 99 79 64 94 53 67 54 52 57 55 55
internal_value=0 0.00200024 0.000909961 -5.17525e-05 0.00104893 0.00245174 0.00154475 0.00223388 0.00231972 0.0022439 0.00231888 0.00225575 0.000364419 0.00235861 0.00262531
internal_weight=0 2889 510 314 228 196 143 2379 2285 2232 2165 2111 109 2002 129
internal_count=2945 2889 510 314 228 196 143 2379 2285 2232 2165 2111 109 2002 129
is_linear=0
shrinkage=0.0198262


Tree=2428
num_leaves=25
num_cat=0
split_feature=1 1 12 2 0 13 4 0 12 4 160 12 0 0 49 0 4 12 4 131 4 49 4 52
split_gain=132.929 27.3422 17.5116 8.11184 6.4964 6.41479 5.81363 4.4351 3.67898 3.66124 3.43773 2.85644 2.32409 2.28952 2.17407 1.8825 3.58195 1.66922 1.07436 1.06414 1.02863 1.0031 0.610937 0.570468
threshold=0.10398500000000001 0.13612500000000002 0.088365000000000013 0.10060500000000001 -0.037444999999999992 -0.085684999999999997 0.24099500000000004 -0.22984499999999997 0.085465000000000013 0.046185000000000004 -1.0000000180025095e-35 0.097145000000000023 -0.14867499999999997 -0.10185499999999999 0.087800000000000003 -0.076004999999999975 -0.17568999999999999 0.09091500000000001 -0.0083549999999999978 0.090175000000000019 0.056815000000000011 0.10208500000000002 0.016670000000000001 0.064135000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 10 -3 19 -1 22 12 -2 14 -9 -14 -10 18 -17 -11 -15 -4 -12 23 -5 -13
right_child=1 5 6 8 -6 -7 -8 9 11 17 20 21 13 15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0023065376543352492 0.0018110727292683676 -0.00011000078901007424 0.0032040574369823936 0.0020082139880135083 0.0022574978264717467 0.0010386714873886998 0.0017986394664168182 0.0037095146101615525 0.0034858436316990375 0.0029497661174920182 0.00075864776177577038 0.0025294085891058764 0.0025608500031175691 0.0031919489210330805 0.0027251164608072475 0.0035035670385013518 0.0027779295608346796 0.0022929156515523342 0.0033992451236621152 0.0026583907115717508 0.0012209443431045719 0.0022564229867873733 0.0024513491162094529 0.0029182593486237539
leaf_weight=55 64 75 71 58 69 94 52 72 78 89 76 62 52 964 56 81 214 54 284 56 92 52 52 73
leaf_count=55 64 75 71 58 69 94 52 72 78 89 76 62 52 964 56 81 214 54 284 56 92 52 52 73
internal_value=0 0.00154256 0.00189945 0.00304454 0.00146762 0.000528721 0.00262542 0.00312836 0.00268173 0.00315332 0.00123257 0.00284055 0.00319202 0.00316864 0.00316816 0.0031891 0.00297728 0.00270194 0.00323915 0.00296369 0.001012 0.00260563 0.00221798 0.00273991
internal_weight=0 649 480 2296 301 169 179 1865 431 1810 232 321 1667 1595 134 1543 295 143 1248 127 168 187 110 135
internal_count=2945 649 480 2296 301 169 179 1865 431 1810 232 321 1667 1595 134 1543 295 143 1248 127 168 187 110 135
is_linear=0
shrinkage=0.00293013


Tree=2429
num_leaves=18
num_cat=0
split_feature=2 4 1374 151 160 51 0 4 48 15 12 0 14 15 2 4 2
split_gain=2.38196 1.45559 1.42481 1.65243 2.36118 1.56898 2.11237 1.86762 1.01781 1.0138 0.952153 1.54911 1.21651 1.89113 1.50333 0.965362 0.633988
threshold=0.14870000000000003 0.053925000000000008 -0.094679999999999986 0.084350000000000008 -0.53492499999999987 -0.22508999999999998 -0.10934999999999999 -0.018964999999999999 0.088965000000000002 -0.080264999999999989 0.099035000000000026 -0.061674999999999994 -1.0000000180025095e-35 -0.21242999999999998 0.088665000000000008 0.40318000000000004 0.10085000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 7 -7 -8 -2 12 -12 -3 -14 -15 16 -16
right_child=9 10 3 -5 5 6 8 -9 -10 -11 11 -13 13 14 15 -17 -18
leaf_value=-0.00082416437842459695 0.00054650461276024593 0.0031636123576391098 -0.00086977073262969689 0.0042742598913510033 0.0041070717589335292 -0.0017091716340402459 0.0018247636661679536 0.0015162676339571838 0.0030800531005589762 -0.0023494973102941561 -0.0019677594584715822 0.0015957466119591553 -0.0011962078309748698 0.0032717247934882718 0.00019632720775830767 -0.0011205870336009199 0.0021264112691541485
leaf_weight=52 75 70 83 69 77 78 1566 110 184 52 68 57 87 85 73 52 107
leaf_count=52 75 70 83 69 77 78 1566 110 184 52 68 57 87 85 73 52 107
internal_value=0 0.00159355 0.00178192 0.00184453 0.00176454 0.00187314 0.00178429 0.000177148 0.00195685 -0.00063792 0.000895471 -0.000341439 0.00122202 0.000885183 0.00145695 0.000791325 0.0013446
internal_weight=0 2818 2219 2167 2098 2015 1938 188 1750 127 599 125 474 404 317 232 180
internal_count=2945 2818 2219 2167 2098 2015 1938 188 1750 127 599 125 474 404 317 232 180
is_linear=0
shrinkage=0.0159455


Tree=2430
num_leaves=25
num_cat=0
split_feature=4 1 16 1 150 0 3 133 47 4 0 1 4 16 0 4 42 0 42 3 43 16 0 475
split_gain=83.865 20.8586 9.04291 5.94499 4.56842 4.20145 4.48313 4.41673 2.85257 2.77137 2.61275 4.07387 2.94729 5.92882 2.22058 1.65908 1.47879 1.46915 1.23373 0.477259 0.352149 0.325862 0.296091 0.266414
threshold=0.31392000000000003 0.10404000000000001 0.51041000000000014 0.13074500000000003 0.085845000000000019 -0.071299999999999988 0.092005000000000017 -0.0081099999999999974 1.0000000180025095e-35 -0.42305999999999994 -0.14920999999999998 0.083065000000000014 0.036605000000000006 -0.105305 -0.034759999999999992 0.41823000000000005 0.089470000000000008 -0.097224999999999992 0.085345000000000018 -0.077054999999999985 -0.079824999999999993 -0.017744999999999997 -0.11262999999999999 -0.012204999999999999
decision_type=2 2 2 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 15 8 6 10 -7 -3 23 11 -1 17 22 19 -2 -5 21 -19 20 -11 -12 -14 -9
right_child=3 2 -4 16 -6 7 -8 9 -10 14 12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=0.0034739419074696636 0.00089524382166673248 0.0014498590965298455 0.002628219418483508 0.00069188602303237338 0.0010166667604373974 0.0015697963380076813 0.0017711774266609705 0.002835948182215468 0.0020916580445338234 0.0022707879158087464 0.0027148792799993465 0.0024551057413024504 0.0026688058420266557 0.0015117146669699204 0.0016824386820953835 0.0014605217690209819 0.00012637219741828219 0.0026079661355470221 0.0024428031647206108 0.0021550526781215825 0.0025912920735931709 0.0030282891269407621 0.0024112549424311685 0.0025629568142926805
leaf_weight=55 62 103 71 98 84 65 57 52 101 52 52 61 57 62 53 100 52 771 598 83 54 52 90 62
leaf_count=55 62 103 71 98 84 65 57 52 101 52 52 61 57 62 53 100 52 771 598 83 54 52 90 62
internal_value=0 0.00236906 0.00176235 0.00088468 0.00154879 0.00246474 0.00252026 0.00222003 0.00176775 0.00233867 0.002544 0.00293842 0.00251678 0.00221492 0.00217412 0.00124436 0.000496034 0.00255959 0.00253584 0.00231184 0.00243434 0.00287186 0.00251132 0.00268773
internal_weight=0 2635 359 312 288 2276 1855 421 204 356 1798 116 1682 209 242 162 150 1473 1369 189 106 104 147 114
internal_count=2947 2635 359 312 288 2276 1855 421 204 356 1798 116 1682 209 242 162 150 1473 1369 189 106 104 147 114
is_linear=0
shrinkage=0.00270699


Tree=2431
num_leaves=29
num_cat=0
split_feature=15 12 12 13 43 148 52 0 48 52 43 15 12 3 13 3 376 3 48 15 13 42 1453 12 52 13 43 42
split_gain=79.583 36.8712 9.03548 7.96748 9.76313 7.97322 5.98298 4.7126 4.72472 4.59448 4.55605 4.38515 4.35656 3.10385 2.9607 2.02426 1.73954 1.64697 1.62427 2.48461 1.38964 2.04019 1.09937 0.836808 0.82399 0.714593 0.584384 0.449286
threshold=-0.26361999999999991 0.078120000000000009 0.099980000000000013 -0.27740999999999993 -0.049364999999999992 -0.043434999999999994 -0.08403999999999999 -0.11214999999999999 0.083980000000000013 0.0035300000000000006 -0.095314999999999983 -0.43091499999999999 0.14472000000000004 -0.15870999999999996 -0.053999999999999999 -0.11151499999999999 0.083705000000000016 -0.080349999999999991 0.088485000000000008 -0.14151499999999997 -0.091849999999999987 0.085495000000000015 -0.057839999999999996 0.11697000000000002 0.089575000000000016 -0.091559999999999989 0.05259500000000001 0.090045000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 13 -2 10 -6 -7 8 -8 11 -5 -1 14 -3 -4 -16 -12 18 20 -20 21 -15 -22 24 -17 -19 27 -27
right_child=1 2 12 4 5 6 7 -9 -10 -11 16 -13 -14 17 15 23 -18 25 19 -21 22 -23 -24 -25 -26 26 -28 -29
leaf_value=0.00085736805391836582 0.0010501162493166867 0.0033742505761517232 0.0019500402176533007 0.0021197070480359374 0.0013032380421057414 0.0031356331547688389 0.0032165827712757134 0.0016892525828843131 0.0020389528808782988 0.0013567373905224367 0.00086818394804107112 -0.00015008508946886428 0.0015637730066093418 0.0021682612853074061 0.0030794095099456235 0.002753149146561116 0.0015542863254426338 0.0028683399316870219 0.0029453092984795281 0.0020704736639362833 0.0025177251299356197 0.0029134401246578949 0.002932966082578454 0.0021608442783498708 0.0022987451219771368 0.0027969168134380114 0.0023531863684910993 0.002553672153429957
leaf_weight=95 77 77 77 68 52 91 55 77 58 73 65 57 54 55 56 87 58 89 53 55 57 69 913 57 55 100 78 189
leaf_count=95 77 77 77 68 52 91 55 77 58 73 65 57 54 55 56 87 58 89 53 55 57 69 913 57 55 100 78 189
internal_value=0 0.00254204 0.00272004 0.00191378 0.00204063 0.00233777 0.0025291 0.00223845 0.00261241 0.000764164 0.00152242 0.000479371 0.00232207 0.00280856 0.00244532 0.00259475 0.00119196 0.00278227 0.00283837 0.00250008 0.00287174 0.00258316 0.0029086 0.00245821 0.00257736 0.00263434 0.00257751 0.00263795
internal_weight=0 2722 2121 601 524 333 281 190 113 225 191 152 386 1735 332 255 123 1658 1202 108 1094 124 970 199 142 456 367 289
internal_count=2947 2722 2121 601 524 333 281 190 113 225 191 152 386 1735 332 255 123 1658 1202 108 1094 124 970 199 142 456 367 289
is_linear=0
shrinkage=0.00287267


Tree=2432
num_leaves=20
num_cat=0
split_feature=4 0 16 15 0 1 3 0 151 49 0 15 3 130 1427 15 42 43 3
split_gain=3.2846 2.29256 5.35412 1.9163 1.92904 1.45446 1.29922 0.999854 1.01041 2.56838 1.45356 1.76022 1.37085 1.08723 0.954566 0.888209 0.682234 0.669255 0.367461
threshold=0.31392000000000003 1.0000000180025095e-35 0.022165000000000004 -0.43091499999999999 -0.18240499999999996 0.081540000000000015 -0.15624499999999999 -0.044434999999999995 0.0048400000000000014 -0.070754999999999985 -0.14043999999999998 -0.0039399999999999991 0.0053500000000000015 -0.054004999999999991 0.081395000000000009 -0.11739999999999999 0.086375000000000021 -0.052849999999999994 -0.0070649999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 16 -5 -4 -7 8 10 -10 11 15 13 17 -15 -1 -2 -12 -6
right_child=3 2 5 4 18 6 -8 -9 9 -11 12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0031618309217122157 0.0020505687998186822 -0.0037168217280424548 -0.00031917296423492032 0.00117337375819557 -0.0012771333601567666 0.0039764591467150168 0.0009083219798093115 0.0033415747083001472 0.0024409350217876476 -0.0017945685250382844 0.0042452022694039427 0.0043035121588397094 -0.00040351924382371656 0.0015753481473514046 0.0035245902310030875 0.00091901939338664182 0.0001470702591182042 0.0020675043789379318 -0.0029677258641683749
leaf_weight=60 87 52 59 54 52 55 56 78 60 55 52 96 63 1747 52 87 67 63 52
leaf_count=60 87 52 59 54 52 55 56 78 60 55 52 96 63 1747 52 87 67 63 52
internal_value=0 0.00163589 0.000258172 9.8983e-05 -0.000996016 0.00147494 0.00242993 0.00176258 0.00170977 0.000413945 0.00177682 0.00281113 0.00164962 0.00171728 0.00163177 0.00183548 0.0012234 0.00305352 -0.00212388
internal_weight=0 2635 222 312 158 170 111 2413 2335 115 2220 243 1977 1914 1799 147 154 115 104
internal_count=2947 2635 222 312 158 170 111 2413 2335 115 2220 243 1977 1914 1799 147 154 115 104
is_linear=0
shrinkage=0.0141591


Tree=2433
num_leaves=26
num_cat=0
split_feature=1 1 1 12 12 2 2 13 14 43 12 0 13 147 12 52 0 131 402 1213 43 48 50 12 0
split_gain=97.3125 14.8575 10.7915 9.41816 6.60387 5.16574 3.90788 4.07805 3.705 3.2617 3.14594 2.9888 2.78273 2.09049 1.60231 1.53738 1.3386 1.21739 1.16027 0.895822 0.805083 0.761845 0.550275 0.308357 0.130845
threshold=0.10921500000000002 0.13601500000000002 0.092395000000000019 0.085075000000000026 0.085655000000000023 0.10121500000000001 0.17553000000000005 -0.052719999999999996 0.073890000000000011 -0.079409999999999994 0.10411000000000002 -0.037444999999999992 -1.0000000180025095e-35 0.084485000000000018 0.10312 0.042815000000000006 -0.080499999999999988 0.093130000000000018 0.11336500000000001 -0.025929999999999998 -0.076364999999999988 0.08832000000000001 0.09660500000000001 0.096475000000000019 -0.06612999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 9 12 8 7 -3 13 -2 -5 15 -4 14 17 20 -6 18 -1 -19 -7 -11 24 -17 -18
right_child=1 6 4 10 16 11 -8 -9 -10 21 -12 -13 -14 -15 -16 23 22 19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0027056830852938813 0.00068254899826135059 0.0003899537150922452 0.0013966127701717779 0.0026143516701700904 0.0021380595372531576 0.0025199407437571388 -8.5667823776574829e-06 0.0013923018536388082 0.0033029271510666182 0.0016287474859510564 0.0017028250845262378 0.0017296176822136217 0.0021019420274086195 0.00215271722175909 0.0023488480131466181 0.0028523384627489445 0.0028450922337704024 0.0032802332342160242 0.0030814812460020938 0.0028085730778770893 0.0020702952646325717 0.0012457202245866137 0.0023929698198346984 0.0025663275038520423 0.0026356248967200325
leaf_weight=1264 57 65 84 72 61 55 55 64 89 96 52 52 95 52 84 56 58 57 70 77 78 74 54 74 52
leaf_count=1264 57 65 84 72 61 55 55 64 89 96 52 52 95 52 84 56 58 57 70 77 78 74 54 74 52
internal_value=0 0.00126797 0.00259577 0.00160783 0.0021754 0.00268034 0.000619474 0.000887476 0.00274206 0.00126656 0.00223234 0.00234851 0.00177112 0.00271092 0.0027296 0.00247076 0.00249689 0.00275137 0.00272543 0.00300943 0.00225647 0.00146219 0.00263017 0.00268976 0.00274634
internal_weight=0 535 2412 351 404 2008 184 129 1693 227 124 315 179 1604 1552 263 225 1468 1334 134 133 170 164 130 110
internal_count=2947 535 2412 351 404 2008 184 129 1693 227 124 315 179 1604 1552 263 225 1468 1334 134 133 170 164 130 110
is_linear=0
shrinkage=0.00281635


Tree=2434
num_leaves=18
num_cat=0
split_feature=4 52 0 4 1 4 0 52 0 2 2 0 0 479 1455 1453 43
split_gain=2.7061 1.69954 1.60843 2.34944 1.63676 1.44186 2.0251 1.03866 1.28471 1.12795 1.12793 1.84345 0.950489 0.852091 0.809031 0.869684 0.683038
threshold=0.31392000000000003 0.056265000000000009 1.0000000180025095e-35 -0.42305999999999994 0.085110000000000005 0.50944500000000004 -0.18240499999999996 0.51371000000000011 -0.044434999999999995 0.10556500000000001 0.11466000000000001 -0.10462499999999998 -0.078109999999999985 0.088585000000000011 -0.088759999999999992 -0.066494999999999985 -0.037954999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 4 -4 6 -2 8 9 13 12 -12 -11 14 -1 -16 -13
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 10 11 16 -14 -15 15 -17 -18
leaf_value=0.0003742518481237922 0.0010018070752788706 0.0024600275600231264 -0.00066023664441456438 -0.0019543993834074871 0.0028012081089999617 0.0010635875255040935 -0.002848573136369827 0.00027946467807402921 0.0040092885670628044 -0.0011857927993614446 0.0043383315510017659 0.0021602824998064882 0.0015169015224998036 5.5581629251575291e-06 0.0038568276197945375 0.0020532417889216744 -0.00022932290788667863
leaf_weight=70 55 65 54 71 97 98 94 102 73 83 52 52 55 53 71 1729 73
leaf_count=70 55 65 54 71 97 98 94 102 73 83 52 52 55 53 71 1729 73
internal_value=0 0.000165504 0.00173659 0.000436764 0.00156221 -0.000437629 -0.00142615 0.00185611 0.00192562 0.00185758 0.000972051 0.00181462 -0.000107398 0.00200254 0.00205905 0.00212448 0.000763391
internal_weight=0 312 2635 222 151 247 149 2413 2311 2238 315 177 138 1923 1870 1800 125
internal_count=2947 312 2635 222 151 247 149 2413 2311 2238 315 177 138 1923 1870 1800 125
is_linear=0
shrinkage=0.0159455


Tree=2435
num_leaves=17
num_cat=0
split_feature=4 49 4 16 16 402 402 4 51 48 1446 402 12 12 1213 0
split_gain=1.60852 1.33976 1.75129 1.54566 1.14263 0.848759 0.943317 1.27513 1.00463 1.38811 0.935452 0.803745 0.364535 0.300326 0.262173 0.350191
threshold=0.27258000000000004 0.047620000000000003 0.50027500000000014 -0.11082499999999999 -0.38959499999999997 0.089020000000000002 0.085200000000000012 -0.51323499999999989 0.15358000000000002 0.11001500000000002 0.092380000000000018 0.099440000000000014 -0.081654999999999991 0.088590000000000016 -0.23904999999999996 -0.086414999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 12 13 6 7 -6 9 10 -9 -7 -4 -1 -13 -16
right_child=1 -3 3 -5 5 11 -8 8 -10 -11 -12 14 -14 -15 15 -17
leaf_value=0.0023934766668560598 -0.0021101237765259475 0.0024744318039257385 0.003035637230513785 -0.0011874371342164088 0.0040139513850910441 0.0040933997855501928 -0.0009189130483610305 0.0011933968832803284 -0.00093668670165301016 0.0035527181742027996 0.0030457665329585034 0.00085331583223106965 0.0010582854894920061 0.0041159880864244667 0.0011180047027528487 0.0029273748891404847
leaf_weight=74 99 66 54 75 53 61 55 1896 58 83 85 59 58 52 52 84
leaf_count=74 99 66 54 75 53 61 55 1896 58 83 85 59 58 52 52 84
internal_value=0 0.00025755 -0.000253394 0.000728595 0.00150109 0.00141968 0.00131144 0.00136792 0.00130174 0.00136474 0.00127297 0.00236184 0.0020133 0.00310582 0.00181923 0.00223691
internal_weight=0 352 286 187 2612 2486 2230 2175 2122 2064 1981 256 112 126 195 136
internal_count=2964 352 286 187 2612 2486 2230 2175 2122 2064 1981 256 112 126 195 136
is_linear=0
shrinkage=0.0172599


Tree=2436
num_leaves=16
num_cat=0
split_feature=1 0 12 1 3 160 457 12 3 42 42 3 42 159 12
split_gain=1.29841 1.03857 1.37585 1.41561 1.33146 1.15981 0.931182 0.906763 1.07771 1.42938 0.907693 0.850405 0.681757 0.915039 0.57884
threshold=0.15390500000000004 0.12503500000000004 -0.14392999999999997 0.10152500000000002 0.10021000000000001 -0.24149499999999999 0.087195000000000009 0.096535000000000024 0.090170000000000014 0.083120000000000013 0.095525000000000013 0.15217000000000003 -0.013819999999999997 0.089030000000000012 0.086815000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 12 8 9 -7 -9 -10 14 -14 -4
right_child=-2 -3 3 5 -6 7 -8 10 11 -11 -12 -13 13 -15 -16
leaf_value=0.0033861140008655819 -0.0014085174801026178 0.0029139608800861365 0.0025849973679002935 0.0025512692558113479 -0.0011824342025657001 -0.0020379295556055498 0.0028238980960320096 0.0021828178611418177 0.0017170440176409777 0.00025713811624887502 -0.00042985063077866239 -0.00073546467280097315 0.00084097559190211325 0.0021518280922465348 0.001366071114386848
leaf_weight=62 54 77 127 54 59 134 91 90 97 142 54 57 1256 152 458
leaf_count=62 54 77 127 54 59 134 91 90 97 142 54 57 1256 152 458
internal_value=0 0.00108554 0.00103578 0.000983134 0.00117826 0.000316995 0.00124518 0.000106506 -0.000259923 -0.000856517 0.00120189 0.000808192 0.00117301 0.000982609 0.00163098
internal_weight=0 2910 2833 2771 2143 628 2084 574 430 276 144 154 1993 1408 585
internal_count=2964 2910 2833 2771 2143 628 2084 574 430 276 144 154 1993 1408 585
is_linear=0
shrinkage=0.0159455


Tree=2437
num_leaves=10
num_cat=0
split_feature=13 1 10 481 151 1453 15 1452 157
split_gain=1.60977 2.18932 0.884254 0.832967 1.03879 1.28033 1.00993 1.00794 0.979142
threshold=-0.49895999999999996 0.14860500000000001 -0.089679999999999982 0.076585000000000014 0.10280000000000002 -0.064559999999999992 -0.024929999999999997 1.0000000180025095e-35 -0.14250499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 -7
right_child=1 -3 3 -5 -6 7 -8 -9 -10
leaf_value=0.0037864026071842746 -0.0012408221992804623 -0.0023236371322221802 0.00078178393184564663 0.0029828111351741416 -0.0011665635119629037 -0.00097244529191691409 -0.0026236735644013047 0.0035274458376814161 0.001109569814188601
leaf_weight=61 55 64 56 65 69 72 52 52 2418
leaf_count=61 55 64 56 65 69 72 52 52 2418
internal_value=0 0.000895541 0.000968178 0.00101189 0.0009647 0.00102026 -0.000856141 0.00110006 0.00104929
internal_weight=0 2903 2839 2784 2719 2650 108 2542 2490
internal_count=2964 2903 2839 2784 2719 2650 108 2542 2490
is_linear=0
shrinkage=0.0176051


Tree=2438
num_leaves=15
num_cat=0
split_feature=13 4 1 43 4 4 13 13 159 43 150 159 1 43
split_gain=1.11341 1.73316 1.38363 0.865091 0.772916 1.67589 0.672147 1.29323 0.771201 2.28061 0.753363 0.607506 0.76093 0.526202
threshold=-0.49895999999999996 0.26546000000000003 0.14646500000000004 -0.080454999999999985 0.074650000000000008 0.061835000000000008 -0.16392499999999996 -0.11279499999999999 0.085545000000000024 -0.077904999999999988 -0.081029999999999977 0.085345000000000018 0.10877000000000002 -0.0078799999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 6 -2 -8 10 -10 -9 12 -5 -6
right_child=1 2 -4 11 13 -7 7 8 9 -11 -12 -13 -14 -15
leaf_value=0.0028523181734393045 -0.00081491544297972944 0.0015451268743552347 -0.0027235620473729069 -0.0023961655093748973 0.00099072912783184459 -0.0019587497534099005 0.0031841921809647009 -0.0010894678700704569 0.00021680826248435047 0.0032864731063282798 0.0007392892641049526 0.00083778074874936372 -0.00010965197095835281 0.0026966841532169296
leaf_weight=61 63 74 54 60 96 57 59 59 134 114 1881 66 97 89
leaf_count=61 63 74 54 60 96 57 59 59 134 114 1881 66 97 89
internal_value=0 0.000674596 -0.000375629 5.06953e-05 0.00081911 0.000741408 0.000808109 0.000853691 0.00079077 0.00162855 0.000683585 -0.000444451 -0.000984563 0.00181235
internal_weight=0 2903 351 297 2552 2367 2310 2247 2188 248 1940 223 157 185
internal_count=2964 2903 351 297 2552 2367 2310 2247 2188 248 1940 223 157 185
is_linear=0
shrinkage=0.0159455


Tree=2439
num_leaves=26
num_cat=0
split_feature=3 1 13 13 128 51 2 13 2 1453 49 13 43 43 400 43 43 51 42 43 42 43 133 2 51
split_gain=1.01315 1.08601 2.22736 1.87719 1.18351 1.39552 1.40474 1.69848 4.29685 0.963362 0.767987 0.746169 1.23182 1.32478 0.825452 0.730918 0.897521 0.662738 0.641145 0.997523 0.689189 0.592272 0.524851 0.376174 0.082323
threshold=-0.23098999999999997 0.077375000000000013 0.032645000000000007 0.097460000000000019 0.084370000000000014 0.10636000000000001 1.0000000180025095e-35 -0.0019149999999999998 0.10709500000000001 -0.077314999999999981 -0.062709999999999974 -0.097454999999999986 -0.082204999999999986 -0.084629999999999997 -0.067134999999999986 -0.0035149999999999995 -0.079944999999999988 -0.08563999999999998 0.084805000000000005 -0.0074499999999999992 0.088185000000000013 -0.10561 -0.062749999999999986 0.11326500000000002 -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=24 9 4 -4 5 6 18 8 -8 -2 -9 -11 13 17 -14 16 -16 -13 19 -3 -20 -19 -17 -7 -1
right_child=1 2 3 -5 -6 23 7 10 -10 11 -12 12 14 -15 15 22 -18 21 20 -21 -22 -23 -24 -25 -26
leaf_value=0.0024313201145628933 -0.0010170718988220507 -0.0013197610259318747 -0.0038248431901550606 -0.0003149324924489143 0.0022337733963911847 0.0010546595040346347 -0.0046760678412296128 0.0020392431699609893 -0.000132839653479605 0.0021056221116132648 -4.519737971248538e-05 0.0026739898340779485 0.0017403995579037903 0.0036028344308328907 -0.00082183191110416344 0.0002629406190259874 0.00093502319285953194 0.0014975639444062278 0.0025862113820178342 0.00092094087748812077 0.00072703427299082124 0.00023827218210891908 -0.00097636748499687958 0.0027696685073021446 0.001579462795790818
leaf_weight=53 64 82 52 102 76 63 65 52 170 102 171 53 100 55 78 178 412 168 53 99 303 170 136 54 53
leaf_count=53 64 82 52 102 76 63 65 52 170 102 171 53 100 55 78 178 412 168 53 99 303 170 136 54 53
internal_value=0 0.000510321 0.000198849 -0.00150114 0.000419353 0.000295202 0.0001125 -0.000498637 -0.00139016 0.000785937 0.000440141 0.000865519 0.000771704 0.00141806 0.000452637 0.000292268 0.000655033 0.00111033 0.000634029 -9.32975e-05 0.00100427 0.000864667 -0.000273319 0.00184757 0.0020069
internal_weight=0 2858 1342 154 1188 1112 995 458 235 1516 223 1452 1350 446 904 804 490 391 537 181 356 338 314 117 106
internal_count=2964 2858 1342 154 1188 1112 995 458 235 1516 223 1452 1350 446 904 804 490 391 537 181 356 338 314 117 106
is_linear=0
shrinkage=0.0150258


Tree=2440
num_leaves=25
num_cat=0
split_feature=15 13 13 49 157 52 49 52 40 39 49 0 13 474 0 403 15 475 43 13 133 43 15 133
split_gain=41.3671 12.3271 8.58671 8.49417 4.96869 4.45953 4.41571 3.76788 3.00959 1.65325 1.59281 1.44828 1.40007 1.51337 1.35901 1.66077 1.61275 1.27987 1.19999 1.79989 0.912514 2.28083 0.82136 0.265971
threshold=-0.24211499999999997 -0.17030499999999998 -0.078724999999999976 -0.016594999999999995 -0.076719999999999983 0.12411500000000002 0.10030500000000002 -0.092084999999999986 -1.0000000180025095e-35 0.084720000000000004 -0.07278999999999998 -0.12259499999999998 -0.14847499999999997 0.083685000000000023 -0.076914999999999997 0.067090000000000025 0.096015000000000017 -0.084169999999999981 -1.0000000180025095e-35 -0.052719999999999996 -0.14785999999999996 0.021175000000000003 -0.092389999999999986 0.093845000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 11 8 9 7 18 14 -5 -3 10 -4 -2 -10 20 16 -16 -6 -15 -1 -20 -14 -22 -8 -24
right_child=1 2 3 4 6 -7 22 -9 12 -11 -12 -13 13 17 15 -17 -18 -19 19 -21 21 -23 23 -25
leaf_value=0.00017686482496964741 0.00057699436272610311 0.0013633915230687169 0.0015030434487102403 0.0016265639677961914 0.0018777749196019595 0.0012373684540699309 0.0015746114129009325 0.00075698926998102442 0.0023276143088238914 0.00082299765195718562 0.00099866679598955926 0.0011376267403165176 0.0021480553991449461 0.0023678670244410833 0.001718868157562381 0.0012582306265191514 0.0014359150904894289 0.0019112798930587267 0.00027961029164172673 0.00091866479729893567 0.0018778408220456609 0.0013647347752966752 0.0013352265086477005 0.0010889338080374595
leaf_weight=80 56 62 92 62 615 52 62 63 54 69 69 60 61 75 417 56 57 81 59 52 516 61 58 56
leaf_count=80 56 62 92 62 615 52 62 63 54 69 69 60 61 75 417 56 57 81 59 52 516 61 58 56
internal_value=0 0.00166523 0.00170101 0.00159473 0.00166577 0.000587819 0.00171091 0.00118851 0.00189674 0.00114795 0.00128705 0.000867207 0.0019357 0.00190901 0.00176767 0.00166439 0.00184034 0.00213096 0.000410839 0.000579228 0.0018547 0.00182364 0.00134149 0.00121447
internal_weight=0 2702 2586 1676 1446 243 1321 125 910 230 161 116 848 794 1145 473 672 156 191 111 638 577 176 114
internal_count=2945 2702 2586 1676 1446 243 1321 125 910 230 161 116 848 794 1145 473 672 156 191 111 638 577 176 114
is_linear=0
shrinkage=0.00250084


Tree=2441
num_leaves=24
num_cat=0
split_feature=3 123 2 2 0 40 3 15 12 11 2 51 16 12 474 0 15 1213 0 3 52 12 51
split_gain=48.9625 29.802 17.9439 4.8217 4.95574 3.86319 3.22308 2.9665 2.80045 2.99321 2.66701 2.36516 2.12355 1.61369 1.56397 1.52482 3.33532 1.2493 1.1699 1.12025 3.22802 2.40503 0.86765
threshold=0.31351000000000001 0.081630000000000022 0.10052500000000002 0.14870000000000003 -0.13619499999999998 -0.078949999999999979 -0.081224999999999978 -0.14585999999999996 0.10331000000000001 1.0000000180025095e-35 0.11280000000000003 -0.088934999999999986 -0.15105999999999997 -0.088999999999999982 0.086230000000000015 -0.097774999999999987 -0.095244999999999982 0.085740000000000011 -0.11167499999999998 -0.08916499999999998 -0.52575499999999986 0.092085000000000014 -0.12676999999999997
decision_type=2 2 2 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 13 8 -6 9 11 -4 -1 -8 -3 15 16 -14 -13 -2 20 -9 -21 -17
right_child=18 5 3 -5 7 -7 12 19 -10 -11 -12 17 14 -15 -16 22 -18 -19 -20 21 -22 -23 -24
leaf_value=0.0019052973580020839 0.00052489524573440553 0.0016778525615834567 0.00092071891073765202 0.0010300885375894647 0.0013975353014341059 0.00061965511280904226 0.0017890702428818321 0.0022697339429847583 0.0019094864781954645 0.0029399016669275115 0.001727097960145836 0.0024846332262786841 0.0021042784924257493 0.0010908074235413769 0.0018042843876114943 0.0019311838710253594 0.0030053975951143575 0.0021566617560229225 -3.9385413519428142e-05 0.0025810976530933841 0.0013478225081934591 0.0020148120476090117 0.0022590289333259189
leaf_weight=66 58 75 54 58 54 74 89 66 77 90 75 817 63 69 58 72 63 101 54 83 52 188 489
leaf_count=66 58 75 54 58 54 74 89 66 77 90 75 817 63 69 58 72 63 101 54 83 52 188 489
internal_value=0 0.00211422 0.002196 0.0017898 0.00186678 0.00113311 0.0023249 0.00200562 0.00241986 0.00245642 0.00138977 0.00241217 0.00219382 0.00139676 0.00224213 0.00227905 0.00255507 0.00244858 0.000252568 0.00208996 0.00186372 0.00218836 0.00221701
internal_weight=0 2833 2615 630 572 218 1985 443 1151 1074 129 984 834 144 745 687 126 918 112 389 118 271 561
internal_count=2945 2833 2615 630 572 218 1985 443 1151 1074 129 984 834 144 745 687 126 918 112 389 118 271 561
is_linear=0
shrinkage=0.00276112


Tree=2442
num_leaves=22
num_cat=0
split_feature=2 15 1 1 151 51 15 1455 1456 43 12 2 1 51 9 51 12 15 42 15 12
split_gain=2.48293 2.35386 1.70428 2.03302 1.55504 1.41324 1.32316 1.26466 1.29537 1.26331 1.46594 1.46859 1.19888 1.05799 1.13938 0.987608 0.91214 0.83139 0.709725 1.3258 0.556886
threshold=0.095850000000000005 -0.41956999999999994 0.11077000000000002 0.117245 -0.0056149999999999993 -0.091149999999999981 -0.0094049999999999984 1.0000000180025095e-35 -1.0000000180025095e-35 0.10440000000000002 -0.084509999999999988 0.097605000000000011 0.11690500000000002 -0.084304999999999977 1.0000000180025095e-35 0.108005 -0.060304999999999991 -0.090324999999999989 0.097585000000000019 1.0000000180025095e-35 0.10082000000000001
decision_type=2 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 12 6 -3 13 -9 10 -6 -12 17 -7 16 18 -15 -2 19 -13 -11
right_child=4 2 3 -5 9 7 -8 8 -10 20 11 15 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.001820183239940609 0.00083007394034955199 0.0009241731451032644 0.005407719696597724 0.0015040261974880618 -0.0022841944164361419 0.0030766254781845466 -0.0024740519513296137 0.0012556829293309286 0.0045652611748051974 0.0023754098176367077 -0.0027282337971779483 -3.5196019851541648e-05 -0.00054792438930620065 0.0032179536310369405 -0.0013254015040027004 0.001813931355037276 0.0010198974138878861 0.0035113516721506886 0.0010742643200325316 -0.0026304383760018717 0.00012859271643692445
leaf_weight=68 53 69 55 99 96 69 54 67 59 67 52 301 52 52 53 79 1314 73 98 63 52
leaf_count=68 53 69 55 99 96 69 54 67 59 67 52 301 52 52 53 79 1314 73 98 63 52
internal_value=0 0.00115182 0.00125878 0.00289933 0.000150898 0.00111324 -0.000566319 0.00124134 0.00280678 -0.000152068 -0.000419532 -0.000117372 0.00152714 0.00110866 0.00101285 0.000133259 0.0011037 0.00238489 -0.000153753 -0.00048485 0.00139507
internal_weight=0 1959 1891 154 986 1737 123 1614 126 808 689 593 178 1488 1419 541 1366 126 462 364 119
internal_count=2945 1959 1891 154 986 1737 123 1614 126 808 689 593 178 1488 1419 541 1366 126 462 364 119
is_linear=0
shrinkage=0.0162644


Tree=2443
num_leaves=30
num_cat=0
split_feature=1 12 1 1 12 1 12 39 4 52 12 4 4 1 12 133 0 12 4 403 402 52 403 0 52 4 52 43 4
split_gain=121.397 22.8822 17.0569 9.09546 8.57345 7.52624 7.07032 4.69278 4.25657 3.58699 3.00462 2.92841 2.79537 2.66454 2.58934 2.08048 1.80567 1.61113 1.64229 1.52299 1.79411 1.44299 1.0608 0.981369 1.01106 0.98089 0.929765 0.840895 0.834141
threshold=0.10729000000000001 0.023990000000000004 0.13130500000000003 0.14787500000000001 0.056995000000000011 0.092845000000000025 0.090285000000000018 0.089155000000000012 0.032770000000000001 -0.065394999999999995 -1.0000000180025095e-35 -0.14088999999999999 0.31392000000000003 0.089895000000000017 0.098785000000000012 -0.030214999999999995 -0.074679999999999983 0.083785000000000012 -0.019465 -0.217635 -0.024234999999999996 -0.088779999999999984 -0.085354999999999973 -0.087104999999999988 -0.25811499999999993 -0.0083549999999999978 0.0030150000000000008 -0.0088649999999999996 -0.013049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 14 7 5 15 13 9 11 -2 -7 -8 -11 17 -3 -1 -9 18 -6 -19 -21 -17 -22 -13 -25 -23 27 -10 -26
right_child=1 2 -4 -5 6 10 8 16 26 12 -12 23 -14 -15 -16 21 -18 19 -20 20 22 25 -24 24 28 -27 -28 -29 -30
leaf_value=0.0025808328330406659 0.0011911089873729271 0.0034227410643892227 0.0011353674306522372 0.00022799357056296418 0.0040048271206310779 0.0018087540150350091 0.0026390683210238352 0.0006825323817364374 0.0022310476460932756 0.0024419277903562847 0.0026130737547463293 0.003460224840986327 0.0016452052900427848 0.002791160592365366 0.0026361996336682421 0.0035499149800295444 0.0013894053463503503 0.0028962164066825176 0.0033276089753350997 0.0037836149941966267 0.0030328272057640973 0.0027326069150400176 0.0033751564660501011 0.0028093948857076151 0.0032196814045180517 0.0032309355064298688 0.0029195749540357886 0.0027208349786944754 0.0028798696676517539
leaf_weight=60 72 66 53 55 65 69 94 63 60 58 80 84 89 63 68 60 53 56 52 80 83 56 643 70 443 75 53 54 68
leaf_count=60 72 66 53 55 65 69 94 63 60 58 80 84 89 63 68 60 53 56 52 80 83 56 643 70 443 75 53 54 68
internal_value=0 0.00167863 0.00248875 0.00129011 0.00311939 0.00274298 0.00319589 0.0014644 0.0030165 0.00170719 0.00224081 0.00310627 0.00195976 0.00335528 0.00302383 0.00304096 0.00100576 0.00339155 0.0037041 0.00334909 0.00338052 0.00318535 0.00333606 0.00317227 0.00313058 0.00301814 0.0026083 0.00246332 0.00317452
internal_weight=0 577 187 390 2368 400 1968 335 926 219 149 759 147 1042 134 251 116 979 117 862 806 191 726 665 581 131 167 114 511
internal_count=2945 577 187 390 2368 400 1968 335 926 219 149 759 147 1042 134 251 116 979 117 862 806 191 726 665 581 131 167 114 511
is_linear=0
shrinkage=0.00281635


Tree=2444
num_leaves=31
num_cat=0
split_feature=1 2 1 123 2 15 13 150 15 1 2 15 133 2 42 11 42 15 11 13 1455 15 15 401 15 42 42 1 1 2
split_gain=97.5097 26.0975 12.9986 10.2492 8.44235 8.04143 4.39897 3.85206 3.46584 2.00547 3.90981 1.97578 1.79067 1.62624 1.55747 1.35528 1.23916 1.16371 1.26031 1.44919 0.954781 0.829106 0.756471 0.688135 0.710161 0.625851 1.44634 0.668446 0.620427 0.553337
threshold=0.12448500000000001 0.10060500000000001 0.10749500000000002 0.080635000000000012 0.16730000000000003 -0.18498499999999998 -0.083514999999999992 1.0000000180025095e-35 0.037885000000000009 0.085720000000000005 0.08622500000000001 0.091285000000000019 -0.031084999999999998 0.13154000000000002 0.084895000000000012 0.07585500000000002 0.082690000000000013 0.10356000000000001 0.080150000000000013 -0.080624999999999988 0.0034400000000000008 -0.46483499999999994 0.087670000000000012 0.086390000000000008 0.084630000000000025 0.090045000000000014 -0.010184999999999998 0.094165000000000013 0.092845000000000025 0.12141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 6 5 21 15 13 9 12 28 23 -8 17 -14 16 -1 18 19 -3 22 -2 -18 24 -10 26 -13 -27 -11 -4
right_child=4 2 29 -5 -6 -7 8 -9 11 10 -12 25 14 -15 -16 -17 20 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0026989001860025824 0.00090075820866251759 0.0020435828655919535 0.0013523670475945183 0.0018798079654603562 -0.00013854451263871991 0.0017923586279419118 0.0024323265431371319 0.0017179876744199607 0.0033040999792537423 0.0029495166002011896 0.0018842667783461964 0.0026790328485332099 0.0031653602364383865 0.0020732974181030782 0.0026891262934392282 0.0035923733454867692 0.0031782851298913146 0.0029844415711641975 0.0029671351199924471 0.0025869221178720881 0.0034796577961802356 0.00040961314261143316 0.0028901559977119826 0.0034339865870103817 0.0029944932813842557 0.0025345610480567325 0.0033209357417977093 0.0029268808880594534 0.0025858453309383555 0.0017043742989934219
leaf_weight=60 58 58 99 84 58 96 76 55 92 64 71 72 143 54 110 58 324 69 54 189 72 66 113 57 264 106 57 64 133 69
leaf_count=60 58 58 99 84 58 96 76 55 92 64 71 72 143 54 110 58 324 69 54 189 72 66 113 57 264 106 57 64 133 69
internal_value=0 0.00273553 0.00221293 0.0029029 0.000875328 0.00114277 0.00294728 0.00246391 0.00284842 0.00267996 0.00248706 0.00298963 0.00283699 0.0025606 0.00295843 0.0031536 0.00310882 0.00263163 0.00255065 0.00245947 0.00315708 0.0006396 0.00310385 0.00312427 0.00307459 0.00280356 0.00296291 0.00268245 0.00270415 0.00149713
internal_weight=0 2667 647 2020 278 220 1936 479 1309 597 268 712 329 424 253 627 569 370 301 247 509 124 437 413 356 299 129 170 197 168
internal_count=2945 2667 647 2020 278 220 1936 479 1309 597 268 712 329 424 253 627 569 370 301 247 509 124 437 413 356 299 129 170 197 168
is_linear=0
shrinkage=0.00298873


Tree=2445
num_leaves=29
num_cat=0
split_feature=1 3 150 1 2 2 2 16 16 2 3 11 3 16 3 2 1 16 16 159 15 130 3 51 42 2 42 16
split_gain=106.866 20.651 12.0345 14.011 11.571 9.85015 7.04855 5.89509 4.32657 4.2788 4.18463 3.83135 3.96014 3.54708 2.66185 2.44131 1.57007 1.39056 2.17116 1.26663 1.22492 1.14283 1.06214 0.87773 0.806688 0.605143 0.388598 0.0102144
threshold=0.10575500000000002 -0.064349999999999991 1.0000000180025095e-35 0.081315000000000012 0.14253500000000002 0.10656 -1.0000000180025095e-35 -0.071704999999999991 -0.075724999999999987 0.10869000000000002 -0.12711499999999995 0.080455000000000013 -0.12077499999999998 -0.13895999999999997 0.099330000000000016 0.10134000000000001 0.11617500000000001 -0.16956499999999999 -0.45743999999999996 -0.0038049999999999998 -0.075094999999999981 0.10378500000000002 -0.063264999999999988 -0.070054999999999992 0.091485000000000025 0.092005000000000017 0.11603500000000001 -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 2 2 2 2 2
left_child=2 5 7 23 6 16 -3 10 -5 -8 -1 12 -9 -6 15 19 -2 18 -12 -14 27 24 -17 -4 25 -19 -26 -11
right_child=1 4 3 8 13 -7 9 11 -10 20 17 -13 14 -15 -16 22 -18 21 -20 -21 -22 -23 -24 -25 26 -27 -28 -29
leaf_value=0.0036302113667867138 0.0029962528808664375 0.00074868657557564285 0.00260919968373553 0.0010854957195906344 0.00087706199287060956 0.0014420258338757096 0.0022855245261762147 0.0019476425881595561 0.0020727863468629633 0.0012024022205806091 0.0029427081419841948 0.0032626380116394385 0.0029506542573954977 -8.1225764391058543e-05 0.0020500310902116137 0.0025475713509912172 0.0023729626219191717 0.0029939896748947229 0.0022092072229836718 0.0026922217886665083 0.0017438362934947282 0.0025829708565026869 0.0020833653379815926 0.0030895496996519935 0.0026419497983085393 0.0032712466151463234 0.0029579710003517995 0.0012786159593934166
leaf_weight=66 57 93 58 71 56 86 60 64 65 52 75 75 211 62 52 131 69 511 53 485 58 60 54 61 71 71 56 52
leaf_count=66 57 93 58 71 56 86 60 64 65 52 75 75 211 62 52 131 69 511 53 485 58 60 54 61 71 71 56 52
internal_value=0 0.00145695 0.00272943 0.00216347 0.00111111 0.00216318 0.00138741 0.00280034 0.00155758 0.00165484 0.00295741 0.00265921 0.00261379 0.000373305 0.00265945 0.00269539 0.00265516 0.00290787 0.00263922 0.00277061 0.00142108 0.00295255 0.00241223 0.00285568 0.00298378 0.00302786 0.00278153 0.00124079
internal_weight=0 645 2290 255 433 212 315 2035 136 222 963 1072 997 118 933 881 126 897 128 696 162 769 185 119 709 582 127 104
internal_count=2935 645 2290 255 433 212 315 2035 136 222 963 1072 997 118 933 881 126 897 128 696 162 769 185 119 709 582 127 104
is_linear=0
shrinkage=0.00276112


Tree=2446
num_leaves=10
num_cat=0
split_feature=3 0 1443 1374 9 40 0 11 159
split_gain=1.84347 3.28713 1.26518 1.19865 0.972809 0.964361 1.15324 0.840303 0.787428
threshold=0.28833000000000003 -0.11167499999999998 0.087980000000000017 -0.033639999999999996 0.089020000000000016 0.0052450000000000005 0.15312500000000004 0.091445000000000012 -0.025079999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 8 -5
right_child=1 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=-0.00087307750624419434 0.0019404525109127416 -0.0038960385649874467 -0.0011367694383585193 0.0023000409298996661 0.0038994841223403205 -0.00061176917569336748 0.0041407216792618351 0.0036327991847301005 0.0014219112509904405
leaf_weight=59 67 54 53 374 59 59 57 62 2091
leaf_count=59 67 54 53 374 59 59 57 62 2091
internal_value=0 -0.000662709 0.00155547 0.00160722 0.00166145 0.00161141 0.00166225 0.00160627 0.00155522
internal_weight=0 121 2814 2761 2702 2643 2584 2527 2465
internal_count=2935 121 2814 2761 2702 2643 2584 2527 2465
is_linear=0
shrinkage=0.0176051


Tree=2447
num_leaves=26
num_cat=0
split_feature=16 148 52 159 34 52 52 12 456 480 1446 50 16 1213 51 51 50 151 159 52 12 12 16 16 52
split_gain=1.29581 2.2051 1.63204 3.52806 1.26338 1.16514 1.84417 1.63034 0.886863 0.888504 0.894779 0.844678 1.82455 0.781805 0.969748 1.39665 2.18822 1.30358 0.848002 0.702816 0.478634 0.46338 0.394943 0.30003 0.0607177
threshold=-0.010034999999999999 -0.064274999999999985 0.10861000000000003 -0.41230999999999995 -0.082169999999999979 -0.065394999999999995 -0.087604999999999988 0.080020000000000022 0.087825000000000014 0.08572500000000001 0.083895000000000011 -0.041284999999999995 0.41378500000000007 -0.13354499999999997 0.078960000000000016 0.10387500000000001 0.11695500000000002 -0.082079999999999986 0.107145 -0.059794999999999994 0.095330000000000012 0.083310000000000009 0.014185000000000001 -0.0069549999999999985 -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
left_child=4 -2 5 -4 -1 6 11 -7 9 13 -11 -3 21 -6 17 19 -17 24 -19 -16 -14 -13 23 -9 -15
right_child=1 2 3 -5 8 7 -8 22 -10 10 -12 12 20 14 15 16 -18 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0042653449187979578 -0.0022000062387579913 -0.00072579714000721028 0.0018673335537694447 -0.003926379176061718 0.0029506038327225628 0.0045831354416379583 -0.0015310807643426512 0.0017453602013658626 -0.00054406112486692407 0.0047396509823040434 0.0015946241874799573 0.0018273013383832328 0.0044620515197880675 0.0038441038195442616 -0.0021209241077215753 0.0040299427511080923 -0.00046542561099429801 0.0014764052601963077 -0.00063518903831498148 0.00037768529769173102 0.0022557552701736277 0.00035741091366588384 0.0026015915811850349 2.1287334174909808e-05 0.0029685693932504299
leaf_weight=53 76 62 72 64 101 71 91 62 69 54 64 99 62 55 72 66 74 1050 65 73 66 231 60 69 54
leaf_count=53 76 62 72 64 101 71 91 62 69 54 64 99 62 55 72 66 74 1050 65 73 66 231 60 69 54
internal_value=0 0.000748912 0.000971221 -0.00085771 0.00153101 0.00125636 0.000826278 0.0022586 0.00145026 0.00153 0.0030355 0.00123918 0.0015056 0.00141954 0.00131694 0.000372658 0.00165245 0.00153665 0.00135314 -0.000861681 0.00332593 0.000798959 0.00139351 0.000838724 0.00341211
internal_weight=0 1085 1009 136 1850 873 611 262 1797 1728 118 520 458 1610 1509 285 140 1224 1115 145 128 330 191 131 109
internal_count=2935 1085 1009 136 1850 873 611 262 1797 1728 118 520 458 1610 1509 285 140 1224 1115 145 128 330 191 131 109
is_linear=0
shrinkage=0.0179572


Tree=2448
num_leaves=22
num_cat=0
split_feature=3 3 0 42 30 12 12 3 12 42 0 49 14 0 3 49 159 12 42 0 0
split_gain=57.3656 25.2699 9.74764 7.17243 6.93199 5.94781 7.81524 4.60575 6.42948 2.84608 2.58154 2.32513 2.09009 4.26503 2.66687 1.92578 1.4109 0.911389 0.826572 0.764481 0.49862
threshold=-0.049204999999999992 0.3148450000000001 -0.042499999999999989 0.11033000000000003 0.086220000000000019 0.10700500000000002 0.023990000000000004 0.11745500000000002 -0.012249999999999999 -0.0047199999999999994 -0.11656999999999999 0.12001000000000002 0.073890000000000011 -0.12851999999999997 -0.12711499999999995 -0.016594999999999995 0.11035500000000001 0.090285000000000018 0.087475000000000011 -0.15445999999999996 0.12429000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 4 7 6 -4 8 9 -2 -9 12 13 -1 -15 -10 17 -16 -11 -17 -8
right_child=1 -3 5 -5 -6 -7 20 10 15 18 -12 -13 -14 14 16 19 -18 -19 -20 -21 -22
leaf_value=0.0019235331703408929 0.0023173128496473778 0.00034624507146443942 0.001543557888635898 0.00097238542277533425 0.0010852435510196375 0.0012714886901378114 0.0025971063622425728 0.0013842957481227862 0.0021706165860845266 0.0014303914798314233 0.0021574634070535103 0.0022158792634961529 0.0031966617738310595 0.0020989227900046845 0.0028288201382590025 0.0030174665295431427 0.0023863482784608247 0.0026906843753881798 0.0018763078707447565 0.0026040374903963056 0.0029776556064881111
leaf_weight=54 81 90 63 57 58 54 59 92 66 69 55 75 72 52 881 55 82 692 65 108 55
leaf_count=54 81 90 63 57 58 54 59 92 66 69 55 75 72 52 881 55 82 692 65 108 55
internal_value=0 0.00175209 0.00263787 0.00193127 0.00201543 0.00209089 0.0023407 0.00210667 0.00224993 0.00189963 0.00167378 0.00270407 0.00272403 0.00270469 0.00272938 0.00257868 0.00274918 0.00276807 0.00164692 0.00274372 0.00278097
internal_weight=0 796 2139 706 649 231 177 591 444 215 147 1908 1833 1761 1707 229 1655 1573 134 163 114
internal_count=2935 796 2139 706 649 231 177 591 444 215 147 1908 1833 1761 1707 229 1655 1573 134 163 114
is_linear=0
shrinkage=0.00281635


Tree=2449
num_leaves=19
num_cat=0
split_feature=3 0 16 0 4 4 3 16 52 133 49 49 151 1 4 130 484 133
split_gain=1.40407 2.34672 1.07254 1.99031 3.48988 1.64672 1.12959 0.911042 1.25657 1.02036 0.898858 0.831284 0.680715 0.791804 1.45111 0.728704 0.628345 0.958413
threshold=0.28833000000000003 -0.11167499999999998 -0.06859999999999998 -0.11073999999999999 -0.021269999999999997 -0.14994999999999997 0.085090000000000013 -0.077679999999999985 -0.052874999999999991 0.31405000000000005 -0.099194999999999992 0.12001000000000002 0.0041850000000000004 0.086005000000000012 -0.079614999999999977 0.10357000000000001 0.113085 0.087855000000000003
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 -1 10 8 -7 -9 -5 16 13 15 -15 -10 17 -12
right_child=1 -3 3 6 -6 7 -8 9 12 -11 11 -13 -14 14 -16 -17 -18 -19
leaf_value=0.0044792271563548966 0.0015192636420307351 -0.0032205047781287072 0.002318696184666371 -0.0009634378995020818 -0.0031765173263379968 -0.00079259334879408191 0.0030497993871233982 0.0037091635697338826 0.0019199075589109401 0.00080512464387278533 0.0010510666062323668 -0.00057270981352595767 0.0033075248341596511 -0.0016377744357976339 0.0012187486635538726 2.7686326897444829e-05 -0.00032906665940274327 0.0022443731584777821
leaf_weight=55 67 54 55 62 83 75 84 101 580 53 776 77 55 61 307 65 68 257
leaf_count=55 67 54 55 62 83 75 84 101 580 53 776 77 55 61 307 65 68 257
internal_value=0 -0.000594512 0.00126607 0.000948087 -0.000985087 0.0016098 0.00114972 0.00148798 0.00132305 0.00271089 0.00102086 0.00112545 0.00147179 0.00137194 0.000744758 0.0017295 0.00124437 0.00134812
internal_weight=0 121 2814 1462 138 1352 1324 1297 1143 154 1240 1178 1068 1013 368 645 1101 1033
internal_count=2935 121 2814 1462 138 1352 1324 1297 1143 154 1240 1178 1068 1013 368 645 1101 1033
is_linear=0
shrinkage=0.0169215


Tree=2450
num_leaves=14
num_cat=0
split_feature=12 123 0 1455 12 1 0 47 1374 49 49 2 1
split_gain=1.69902 1.85796 1.59603 1.01853 0.845443 1.3139 1.27757 0.830713 0.702694 0.68444 0.474192 0.545537 0.437399
threshold=-0.22686499999999998 0.089455000000000021 -0.195045 -0.10311999999999999 0.10331000000000001 0.10818500000000002 0.12469500000000001 0.11861000000000001 0.086000000000000007 -0.038669999999999989 0.10269000000000002 0.10615500000000001 0.13584500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 6 10 7 8 -5 -2 11 -6 -3
right_child=1 12 3 4 5 -7 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.0037360984475787221 0.00069179343293884982 -0.0016595528214661968 0.0031400415936673272 0.0010253969380953605 0.0006339505197254455 -0.0013559263010228396 0.0032910500796250932 0.002892823598027245 0.0028540108366700559 -0.0014551706871946252 -0.00043870341937367227 0.0023371931535463124 0.00021512704210830425
leaf_weight=57 66 78 63 2018 130 86 72 66 55 88 52 76 53
leaf_count=57 66 78 63 2018 130 86 72 66 55 88 52 76 53
internal_value=0 0.000955145 0.00104287 0.00113569 0.0010862 0.000350139 0.00120064 0.0011302 0.001074 -0.000533938 0.000919487 0.00126316 -0.000899795
internal_weight=0 2903 2772 2618 2555 344 2211 2139 2073 154 258 206 131
internal_count=2960 2903 2772 2618 2555 344 2211 2139 2073 154 258 206 131
is_linear=0
shrinkage=0.0159455


Tree=2451
num_leaves=37
num_cat=0
split_feature=3 3 123 0 12 0 12 147 0 52 52 52 0 14 3 42 133 42 42 42 133 12 0 0 402 43 52 0 481 52 42 133 0 52 3 3
split_gain=33.5159 6.85307 7.55452 6.27523 3.88177 5.09425 4.51236 3.57438 3.07071 2.72743 3.05854 1.57858 1.34784 3.47677 2.9638 1.31099 1.27331 1.47858 1.26711 1.26316 2.53111 0.982925 0.912524 0.794385 0.771774 0.901227 0.758506 0.641203 0.630431 0.584203 0.721663 0.815942 0.556585 0.300761 0.288768 0.584767
threshold=-0.049204999999999992 0.28833000000000003 0.08901000000000002 -0.075434999999999988 0.10700500000000002 -0.041534999999999996 0.023990000000000004 1.0000000180025095e-35 0.10923000000000001 0.18879500000000002 -0.085924999999999987 -0.047784999999999987 -0.088444999999999982 0.073890000000000011 -0.096099999999999977 0.09364500000000002 0.11524500000000001 -0.026374999999999999 0.085495000000000015 0.11517500000000001 0.041800000000000011 -0.14392999999999997 -0.15029999999999996 -0.085424999999999987 0.026870000000000002 0.012835000000000001 -0.16855499999999998 -0.087404999999999997 -0.074254999999999988 0.26364000000000004 0.090705000000000022 0.087720000000000006 -0.081864999999999979 -0.052874999999999991 -0.081534999999999982 -0.084944999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 6 -6 -5 9 18 10 26 -12 13 14 -1 -4 23 -18 33 20 -20 -3 -13 27 25 28 -2 -14 -25 30 31 -16 -26 -8 35 -29
right_child=1 21 15 4 5 -7 8 -9 -10 -11 11 22 16 -15 29 -17 17 -19 19 -21 -22 -23 -24 24 32 -27 -28 34 -30 -31 -32 -33 -34 -35 -36 -37
leaf_value=0.0014036893192030792 0.0017392395510298804 0.0010023249916143425 0.0011164345461602023 0.0011522197661346766 0.0018083790937827066 0.0006696792126391635 0.0022661187505347447 0.00098921139504866851 0.0025136367484351633 0.0022569576403803078 0.001123637185174223 0.0012544920483682658 0.0021200680533351732 0.0026304428956352944 0.0020697293869350844 0.00051482122659195922 0.002240929594138099 0.0016545665804162553 0.0019456383545555902 0.0020629110366725809 0.0012289217573770181 0.00048590148173923673 0.0016838463215603132 0.0024472250690081164 0.0021585623137497325 0.0017755791510321401 0.0021626903763341957 0.0023458104958074106 0.0021129520188317313 0.0017308117863313538 0.0023507961185904925 0.0016789994284993231 0.0025679500614377922 0.0019814614183061223 0.0022477179633002583 0.0027251636835395024
leaf_weight=76 71 53 54 58 76 53 57 70 74 56 91 54 76 61 233 62 63 76 85 74 73 66 151 52 52 58 66 82 392 52 56 53 57 68 53 56
leaf_count=76 71 53 54 58 76 53 57 70 74 56 91 54 76 61 233 62 63 76 85 74 73 66 151 52 52 58 66 82 392 52 56 53 57 68 53 56
internal_value=0 0.00133981 0.00144972 0.00201638 0.00177615 0.00134077 0.00189095 0.0015855 0.00199029 0.00167079 0.00159492 0.00143349 0.00211226 0.00199655 0.00191422 0.000795142 0.00217265 0.00192054 0.00188172 0.00175778 0.00161469 0.000716158 0.00157089 0.00221252 0.0021559 0.00210872 0.00194346 0.00234199 0.00215217 0.00201262 0.00205538 0.00199743 0.00237292 0.00211151 0.00243013 0.00249997
internal_weight=0 794 675 2166 618 129 489 559 431 489 433 296 1548 531 470 116 1017 139 357 232 158 119 205 878 611 502 137 267 444 394 342 286 109 125 191 138
internal_count=2960 794 675 2166 618 129 489 559 431 489 433 296 1548 531 470 116 1017 139 357 232 158 119 205 878 611 502 137 267 444 394 342 286 109 125 191 138
is_linear=0
shrinkage=0.00281635


Tree=2452
num_leaves=31
num_cat=0
split_feature=12 2 2 2 15 52 3 52 15 2 159 52 12 3 403 1429 15 150 13 52 52 15 151 403 13 12 13 12 52 52
split_gain=97.3021 27.5234 19.3937 26.5253 9.70763 9.47715 7.7498 7.34784 4.9451 4.55263 4.16326 5.22233 3.94801 4.37203 3.36097 2.63138 2.25123 2.01489 2.26685 1.85398 1.58585 1.35354 1.26237 1.02558 1.00695 0.533803 0.588816 0.522979 0.401315 0.191196
threshold=0.056995000000000011 0.13388500000000003 0.10928500000000001 0.072175000000000017 0.039965000000000007 0.023800000000000005 -0.13827999999999999 -0.085254999999999984 -0.18498499999999998 0.11426500000000002 0.10444500000000002 0.047800000000000009 0.10700500000000002 -0.069414999999999991 -0.080389999999999975 0.082890000000000005 -0.12431499999999999 0.089810000000000015 -0.012549999999999997 -0.010394999999999998 -0.029304999999999998 0.091195000000000012 -0.08514999999999999 -0.45015499999999992 -0.075449999999999975 0.084355000000000013 -0.089024999999999979 0.095920000000000019 0.11262000000000001 0.099570000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 9 7 -6 -5 -1 12 11 17 14 -14 -2 16 -16 18 -4 -10 -9 23 -17 -8 28 -25 -27 -26 -23 -29
right_child=1 -3 10 5 6 -7 21 20 19 -11 -12 -13 13 -15 15 22 -18 -19 -20 -21 -22 24 -24 25 27 26 -28 29 -30 -31
leaf_value=0.0011734140542707615 0.0029101800042884902 0.0017446038756711879 0.0022265850489823352 0.0035023511269568334 0.0046545030361202343 0.004189211363577138 0.0034635055646714515 0.0027646763056118772 0.0017993687162357356 0.0026864919517060304 0.0011264701147040133 0.0026050056284418334 0.0022835891297364741 0.0033904984436591897 0.0038979661626404082 0.0034985789449883467 0.0033643646884459468 0.0011984535913091307 0.0015034666119749197 0.0025417748704581536 0.0020799402939194506 0.0038614011771128608 0.0040117571376873835 0.004085170094091475 0.0032255447261636781 0.0035470542203925376 0.0038284786244162693 0.0036108495618328088 0.0035664210890911669 0.0033876479996602805
leaf_weight=65 84 74 71 100 70 65 86 58 56 82 68 69 53 67 75 63 549 52 73 56 55 78 113 54 85 80 327 84 85 63
leaf_count=65 84 74 71 100 70 65 86 58 56 82 68 69 53 67 75 63 549 52 73 56 55 78 113 54 85 80 327 84 85 63
internal_value=0 0.00346727 0.00228871 0.00267438 0.00352802 0.00322796 0.0037307 0.00293448 0.00180473 0.00333911 0.00176165 0.00192452 0.00339239 0.00290187 0.00345894 0.00351652 0.00342855 0.0016848 0.00186022 0.00217085 0.00243167 0.00366202 0.00382824 0.00375545 0.00353256 0.00380984 0.00377324 0.00340934 0.00370777 0.0035154
internal_weight=0 2172 788 455 2098 278 1012 213 177 1086 333 265 1004 120 884 800 624 196 144 112 113 942 176 547 395 461 407 232 163 147
internal_count=2960 2172 788 455 2098 278 1012 213 177 1086 333 265 1004 120 884 800 624 196 144 112 113 942 176 547 395 461 407 232 163 147
is_linear=0
shrinkage=0.00287267


Tree=2453
num_leaves=12
num_cat=0
split_feature=39 14 15 0 41 148 13 0 11 15 49
split_gain=1.87316 1.71018 2.91797 2.34456 1.54298 1.40187 1.36618 1.27104 1.22415 0.714094 0.534071
threshold=0.098380000000000009 -0.13131999999999996 -0.24211499999999997 -0.21196999999999996 0.088645000000000015 -0.083699999999999983 -0.076794999999999988 -0.15029999999999996 0.084800000000000014 -0.086989999999999984 -0.042254999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 10 5 -5 -3 -7 -9 -2 -4
right_child=9 2 3 4 -6 7 -8 8 -10 -11 -12
leaf_value=0.003365215352062469 0.00033237094372452465 0.00044007158389108614 0.00015614624522574132 0.0040844886450841595 -0.0010035151110165217 0.0037207955321044207 -0.0031625760129465525 0.0013554528997002091 0.0034018330895114707 -0.0020233035508918202 -0.0020296912196282003
leaf_weight=103 88 55 61 54 62 63 52 2240 77 52 53
leaf_count=103 88 55 61 54 62 63 52 2240 77 52 53
internal_value=0 0.00134743 0.00127087 0.00137671 0.00147887 0.00154217 -0.00130916 0.00148441 0.00142353 -0.000541378 -0.000858583
internal_weight=0 2820 2717 2610 2496 2434 107 2380 2317 140 114
internal_count=2960 2820 2717 2610 2496 2434 107 2380 2317 140 114
is_linear=0
shrinkage=0.0159455


Tree=2454
num_leaves=30
num_cat=0
split_feature=1 52 4 39 0 13 4 1374 15 16 16 15 13 42 52 4 4 43 0 52 4 481 0 159 52 52 42 4 13
split_gain=78.7752 10.2049 8.45453 7.35963 5.83889 5.28105 6.202 4.18956 3.86431 7.75702 3.14299 2.66876 2.54866 2.46625 2.28417 1.96159 2.32043 2.04027 1.95026 1.98442 1.35007 1.28675 1.15718 1.74876 1.07489 1.19589 1.05363 0.988401 0.554135
threshold=0.10932500000000002 -0.24166499999999999 0.31392000000000003 0.087735000000000021 -0.076734999999999984 -0.27740999999999993 0.41939500000000002 -0.029664999999999997 0.039965000000000007 0.066010000000000013 -0.014129999999999998 0.091435000000000002 -0.009244999999999998 0.086510000000000017 0.053330000000000009 -0.047714999999999987 -0.018964999999999999 -0.084059999999999982 -0.10998999999999999 -0.0078749999999999983 -0.077889999999999987 -0.074254999999999988 -0.087734999999999994 -1.0000000180025095e-35 -0.15365999999999999 -0.49865999999999994 0.092860000000000012 0.0029800000000000004 -0.065239999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 7 -3 13 -1 9 10 -6 -10 26 -7 24 18 17 -17 -9 -20 -13 -21 23 -18 25 -11 -5 -24 -22
right_child=1 3 -4 12 8 6 -8 15 11 14 -12 20 -14 -15 -16 16 22 -19 19 21 28 -23 27 -25 -26 -27 -28 -29 -30
leaf_value=0.0018970900658689836 0.0025441692349976127 0.00090794031265264573 0.0015347501202090119 0.001313600823630181 0.0020309660051776117 0.0017712191300432681 0.0011970545311655262 0.0032417855037098009 0.0031522464036149301 0.0026023746764881257 0.0010998996647007466 0.0020920789675874518 0.00028941014641263916 0.00251691200363892 0.0019163506204856507 0.0026086906669447419 0.0028953583262978423 0.001849957526823444 0.0023159629536068952 0.0032012703011932756 0.0027986065516366859 0.0027629299394062246 0.002924077811680735 0.0025030590455860494 0.0028549162404369914 0.002090425047079931 0.00078140006531117576 0.0025097968102242405 0.0024593410751779579
leaf_weight=52 53 82 60 53 56 77 100 69 57 106 55 53 52 61 53 54 111 55 72 57 67 582 178 416 66 53 62 60 88
leaf_count=52 53 82 60 53 56 77 100 69 57 106 55 53 52 61 53 54 111 55 72 57 67 582 178 416 66 53 62 60 88
internal_value=0 0.00139303 0.0025595 0.00126769 0.00258554 0.001513 0.00172134 0.0026707 0.00236333 0.00218769 0.00156989 0.00262104 0.000797461 0.00210105 0.00243426 0.00269501 0.00260469 0.00222611 0.00279618 0.00275289 0.00247533 0.00280208 0.00265859 0.00258574 0.00255612 0.00243191 0.00102693 0.00281976 0.00260618
internal_weight=0 540 2420 487 2360 320 238 1706 654 389 111 265 167 138 278 1654 874 109 780 711 208 639 765 527 225 159 115 238 155
internal_count=2960 540 2420 487 2360 320 238 1706 654 389 111 265 167 138 278 1654 874 109 780 711 208 639 765 527 225 159 115 238 155
is_linear=0
shrinkage=0.00276112


Tree=2455
num_leaves=22
num_cat=0
split_feature=4 39 2 10 13 0 14 481 0 4 0 4 14 39 42 2 49 4 52 2 0
split_gain=60.2148 26.0352 14.9594 8.44349 8.21731 4.70462 3.37341 3.6322 4.06228 3.27399 2.85071 3.16799 2.54914 2.20466 1.68262 1.76864 1.41648 1.41563 1.11659 0.833288 0.609681
threshold=0.31392000000000003 0.08456000000000001 0.10656 -1.0000000180025095e-35 -0.23438999999999996 -0.078109999999999985 0.073890000000000011 -0.065834999999999991 -0.10594499999999998 0.0019650000000000002 -0.075434999999999988 -0.17568999999999999 -0.42495999999999995 0.10096000000000001 0.088685000000000014 0.11693000000000002 0.090520000000000017 0.020110000000000006 -0.0052199999999999989 0.11466000000000001 -0.085674999999999987
decision_type=2 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 -4 -6 7 18 9 -9 17 -12 -2 -5 15 -14 19 -10 -1 -7 -20
right_child=12 3 4 13 5 16 -8 8 10 -11 11 -13 14 -15 -16 -17 -18 -19 20 -21 -22
leaf_value=0.0026201122541582968 0.0015116948180345458 0.00042097846243275612 0.00093214489721597359 0.0020299049337998724 0.0014499488081118881 0.0026633957751310269 0.0030519998868222607 0.001534496312386596 0.0025912687633469849 0.0023501209478599037 0.0026841124189686499 0.0021177483168330208 0.0013490105989970341 0.0013164112704487506 0.00055174111142584307 0.00076332829124040275 0.0019937030474777555 0.0022415547615025713 0.0032863257532663769 0.0022242532684618728 0.0028404000585793327
leaf_weight=86 69 58 62 82 75 76 92 68 1116 102 115 285 84 64 83 87 91 106 53 70 52
leaf_count=86 69 58 62 82 75 76 92 68 1116 102 115 285 84 64 83 87 91 106 53 70 52
internal_value=0 0.00233527 0.00241742 0.00134892 0.00188825 0.00207814 0.00251278 0.00248775 0.00244749 0.00202405 0.00249185 0.00228065 0.00102142 0.00171735 0.000888119 0.00105121 0.00227681 0.00256096 0.00286527 0.00245306 0.00306578
internal_weight=0 2653 2449 204 374 312 2075 1983 1792 170 1622 400 323 146 254 171 237 1222 191 146 105
internal_count=2976 2653 2449 204 374 312 2075 1983 1792 170 1622 400 323 146 254 171 237 1222 191 146 105
is_linear=0
shrinkage=0.00287267


Tree=2456
num_leaves=22
num_cat=0
split_feature=4 2 2 0 2 0 11 48 43 4 16 42 0 160 2 4 16 160 0 2 16
split_gain=62.6778 17.3174 10.5831 8.93074 7.13503 3.97526 3.82277 3.32464 2.72363 2.34512 2.2915 2.16006 1.56999 1.48488 1.42582 1.32132 1.19104 0.950425 0.861882 1.38797 0.554211
threshold=0.31392000000000003 0.12068000000000001 -0.007134999999999999 -0.068189999999999987 0.097005000000000022 -0.12851999999999997 1.0000000180025095e-35 0.08956500000000002 -0.051239999999999987 0.018150000000000003 -0.088824999999999987 0.096160000000000009 -0.105195 0.0065900000000000012 0.11248000000000001 0.13995000000000002 -0.021179999999999997 -0.090189999999999979 -0.076589999999999978 0.10155500000000002 -0.5061699999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 16 9 -3 11 12 15 -2 -4 18 -10 -11 -6 -14 -7 -20 -16
right_child=8 7 4 -5 5 13 -8 -9 14 10 -12 -13 17 -15 20 -17 -18 -19 19 -21 -22
leaf_value=0.0022890715787439362 0.00022848046273665651 0.0017660253380005512 0.0020590891594761394 0.0006807378487957939 0.0018541639782420046 0.0018624365875760912 0.0030106373930592805 0.0010091801949499032 0.0014308542274658164 0.0026728322768655001 0.001741294000286121 0.00098665560878315596 0.0026151759620238186 0.0024971570945473147 0.00071268772505263831 0.0020921482501749323 0.0012484097758913967 0.0024186693088256864 0.0017883681360740355 0.0023004467187364612 0.0010914290966225965
leaf_weight=52 64 96 87 58 52 101 83 89 74 56 82 56 238 87 52 72 52 1216 56 176 77
leaf_count=52 64 96 87 58 52 101 83 89 74 56 82 56 238 87 52 72 52 1216 56 176 77
internal_value=0 0.00223359 0.0022959 0.00144131 0.00233576 0.00204555 0.00241866 0.00140208 0.000919439 0.00239058 0.00211028 0.000582546 0.00242876 0.0021678 0.00111844 0.00234643 0.00155158 0.00245086 0.00208166 0.00217697 0.000938991
internal_weight=0 2653 2468 110 2358 524 1834 185 323 1751 210 120 1541 420 203 128 104 1454 333 232 129
internal_count=2976 2653 2468 110 2358 524 1834 185 323 1751 210 120 1541 420 203 128 104 1454 333 232 129
is_linear=0
shrinkage=0.00281635


Tree=2457
num_leaves=24
num_cat=0
split_feature=1 1 155 123 123 0 14 0 0 1 151 0 160 1 0 133 1 0 1 151 159 0 0
split_gain=133.676 24.3023 15.1023 10.0277 9.28882 6.57627 6.06973 5.85063 4.51416 4.38651 3.41275 4.82257 3.36604 2.71565 3.88437 1.74337 1.59683 1.27804 1.23205 1.09688 1.08897 1.01063 0.977288
threshold=0.10398500000000001 0.12448500000000001 0.091095000000000023 1.0000000180025095e-35 0.081180000000000016 -0.12259499999999998 0.064610000000000015 -0.07409499999999998 -0.10462499999999998 0.085410000000000014 0.015440000000000001 -0.074249999999999997 -0.081399999999999986 0.15390500000000004 -0.073254999999999987 0.11124000000000002 0.13686500000000004 -0.12259499999999998 0.092395000000000019 -0.0017399999999999998 0.0043550000000000004 -0.11327499999999999 -0.081704999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 5 19 8 -7 9 17 11 15 -13 14 21 20 -16 -1 -14 -2 -10 -3 -17
right_child=1 13 -4 -5 -6 7 -8 -9 10 -11 -12 12 18 -15 16 22 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0040474883109150438 0.0026319113460665346 0.0017410477380379744 0.0042807741340338146 0.0028727935672408535 0.0017080373574262957 0.0039963710492684637 0.0045925259707712985 0.002829998574381229 0.0039483536797662797 0.0029304163977788762 0.0045761420307682777 0.0030088902914784232 0.0036264827648469578 0.0011447109463754909 0.0026006790601307687 0.0034197771435419749 0.001927671151517156 0.0034520996400992012 0.0040271197188517689 0.0020711864837367781 0.0041978552381252004 0.0011842449789212053 0.0038622351760905713
leaf_weight=68 58 57 52 87 73 56 92 98 1038 85 57 67 323 53 53 74 66 55 81 59 173 52 99
leaf_count=68 58 57 52 87 73 56 92 98 1038 85 57 67 323 53 53 74 66 55 81 59 173 52 99
internal_value=0 0.00237834 0.00283694 0.00383081 0.0026186 0.00286376 0.00386847 0.00325433 0.00383704 0.00343385 0.00388088 0.0038595 0.00360766 0.00173194 0.00186831 0.00394519 0.00222767 0.00378151 0.00370688 0.00234941 0.00398402 0.0014757 0.00367315
internal_weight=0 677 396 2299 344 271 2212 154 2120 208 1912 1855 471 281 228 1384 119 123 404 117 1211 109 173
internal_count=2976 677 396 2299 344 271 2212 154 2120 208 1912 1855 471 281 228 1384 119 123 404 117 1211 109 173
is_linear=0
shrinkage=0.00287267


Tree=2458
num_leaves=20
num_cat=0
split_feature=1 4 49 1446 133 160 483 131 13 15 1 49 49 156 13 1429 1429 0 4
split_gain=3.32728 2.28973 1.95287 1.11399 1.36798 1.39247 1.03093 1.16978 1.39512 1.16627 1.97529 0.95355 1.08683 0.92912 0.834142 0.720584 1.37178 0.284426 0.222388
threshold=0.10398500000000001 0.25367000000000006 -0.08069999999999998 0.084075000000000025 -0.0091299999999999975 -0.11051499999999999 0.085615000000000011 0.090030000000000013 0.066150000000000014 -0.015539999999999998 0.12000500000000001 0.14013000000000003 0.10570500000000001 -0.03127499999999999 -0.13226499999999999 0.084815000000000015 0.080400000000000013 -0.076589999999999978 0.40996000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 11 -5 -6 7 8 9 10 18 12 13 -1 -12 16 -15 -14 -4
right_child=2 -3 6 4 5 -7 -8 -9 -10 -11 14 -13 17 15 -16 -17 -18 -19 -20
leaf_value=0.0039260816528383933 -0.0014376906010847921 -0.00062275152419764607 0.0011583686135634617 0.0010748006754263159 0.0060169904121212033 0.0028493278263410802 0.0028297155698098556 0.0023904629305280482 0.0024067124667683207 -0.0019960684156814196 -0.0024239926079352883 0.0041939660477638401 -0.00032191010492591937 0.0020138073506532051 0.00010600044220766986 0.00058860647957042014 0.0045990826060261902 0.0013071280115050244 0.0024991680195361561
leaf_weight=68 86 77 57 52 58 91 79 103 78 59 52 52 57 1653 91 85 54 52 72
leaf_count=68 86 77 57 52 58 91 79 103 78 59 52 52 57 1653 91 85 54 52 72
internal_value=0 0.00207878 0.000806478 0.00217248 0.00330599 0.00408352 0.00113333 0.000871248 0.000488243 3.5642e-05 0.00047697 0.00205966 0.00200321 0.00209392 -0.000812807 0.0020243 0.00209569 0.000453684 0.00190804
internal_weight=0 2299 677 2222 201 149 591 512 409 331 272 2021 1969 1860 143 1792 1707 109 129
internal_count=2976 2299 677 2222 201 149 591 512 409 331 272 2021 1969 1860 143 1792 1707 109 129
is_linear=0
shrinkage=0.0159455


Tree=2459
num_leaves=25
num_cat=0
split_feature=3 15 3 15 2 150 2 2 0 2 48 0 0 0 150 12 15 12 2 1212 43 0 15 2
split_gain=56.2461 16.7935 15.8752 8.72754 8.53352 6.41726 6.11941 8.41559 5.91536 3.66406 2.52979 2.4767 2.08232 1.95777 1.94983 1.57166 1.179 1.08098 0.962718 0.900459 0.670244 0.885378 0.548109 0.357003
threshold=-0.046079999999999989 -0.26361999999999991 0.30863500000000005 -0.40166999999999992 0.123795 0.10418000000000001 0.072175000000000017 0.093320000000000014 -0.068669999999999995 0.097005000000000022 0.092335000000000014 -0.13955999999999996 -0.10114999999999998 -0.14534499999999997 0.10980500000000001 0.093985000000000013 -0.025879999999999997 -0.16423499999999996 0.10134000000000001 0.089185000000000014 -0.081139999999999976 0.035525000000000008 -0.46970499999999993 0.087765000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 22 9 6 8 23 -5 11 13 -3 -11 -9 15 19 -17 -4 -14 -13 -20 -22 -2 -8
right_child=2 4 17 5 -6 -7 7 10 -10 12 -12 14 18 -15 -16 16 -18 -19 20 -21 21 -23 -24 -25
leaf_value=0.00095876662465683277 0.0011568432024672501 0.002991283594243391 0.00089013242959282634 0.0019771402157695945 0.0015141510805528505 0.00099373517720289617 0.0028580977147745468 0.0015689543292277861 0.00069090878365953695 0.0017402283406374819 0.0014582582040030118 0.0025535742608981779 0.0020014763826121931 0.0021972494126373146 0.0019713025422499037 0.0021094906863622083 0.002441531362929216 0.00037255669701356391 0.0026326435001878083 0.0023000721594098406 0.0021576514792780105 0.0025574546195781464 0.00076296689609454548 0.0025416887454299724
leaf_weight=61 53 69 54 53 77 62 58 52 52 63 93 1102 71 124 57 125 219 66 54 116 129 61 52 53
leaf_count=61 53 69 54 53 77 62 58 52 52 63 93 1102 71 124 57 125 219 66 54 116 129 61 52 53
internal_value=0 0.0023601 0.00151092 0.00167748 0.00239997 0.00181476 0.00191965 0.00207962 0.00134042 0.00243297 0.00182052 0.00248705 0.00219143 0.00201178 0.00246554 0.00248356 0.00232096 0.000605707 0.00228157 0.00252945 0.00236296 0.00228616 0.000962056 0.00270728
internal_weight=0 2204 772 652 2143 547 485 380 105 2066 269 1688 378 176 1619 1562 344 120 315 1218 244 190 105 111
internal_count=2976 2204 772 652 2143 547 485 380 105 2066 269 1688 378 176 1619 1562 344 120 315 1218 244 190 105 111
is_linear=0
shrinkage=0.00270699


Tree=2460
num_leaves=25
num_cat=0
split_feature=2 2 15 484 484 13 148 49 2 49 41 12 47 13 51 13 49 1203 15 42 15 13 15 16
split_gain=3.13948 1.68899 1.32468 1.22526 1.48139 1.97995 1.22304 1.47734 1.16068 1.44074 1.95598 1.17399 1.00578 0.946045 1.90674 1.38627 1.30254 0.87197 0.82573 0.782211 0.65839 0.656451 0.530919 0.309652
threshold=0.10859000000000001 -0.007134999999999999 -0.040504999999999992 0.12438500000000001 0.085405000000000023 -0.021089999999999994 -0.064274999999999985 0.14255500000000002 0.082165000000000016 -0.088729999999999989 0.077915000000000012 0.085845000000000019 0.09585500000000001 -0.091849999999999987 -0.070559999999999984 0.091815000000000022 0.088165000000000007 0.085595000000000018 0.084735000000000019 0.09901500000000002 -0.22805999999999996 -0.39297499999999991 -0.07879499999999999 0.0077850000000000011
decision_type=2 2 2 2 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 8 -6 -2 13 11 -10 17 -3 18 21 16 19 -15 -11 -13 22 -1 -8 -16 -14
right_child=6 3 -4 -5 5 -7 7 -9 9 10 -12 12 23 14 15 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0007084219727464539 -0.0017535210035194431 0.0050056270373428713 0.0023533487281229746 0.0045391471619796054 0.0020736447947999155 -0.0021396596275313679 0.0011187397243791856 -0.0017475326345415634 0.0046792575747087181 0.002295466581222841 -0.0011098716494945329 0.0046711597715229508 0.0003786291432928174 -0.0018330407668856478 0.0029453847225232193 0.00040931532485724689 0.0017798010226128332 4.4416243540444088e-05 0.0027213053288540944 0.0017482324853034985 -0.0020410552243917937 -0.0014551102075794676 0.0052784178618626304 0.002243208468887925
leaf_weight=56 52 88 82 80 103 52 75 52 68 1197 58 93 55 59 53 59 65 56 248 54 52 52 72 56
leaf_count=56 52 88 82 80 103 52 75 52 68 1197 58 93 55 59 53 59 65 56 248 54 52 52 72 56
internal_value=0 0.0022584 0.000665849 0.00239879 0.00231614 0.000658937 0.000823973 0.00107207 0.00244989 0.00217851 0.00204866 0.00314258 0.00277945 0.00137228 0.00183096 0.00275323 5.92719e-05 0.00219501 0.00325364 0.00352476 -0.00061366 6.34e-05 0.00429072 0.00132101
internal_weight=0 2344 190 2154 2074 155 593 541 1919 1379 1311 540 452 489 362 238 124 1253 341 179 108 127 125 111
internal_count=2937 2344 190 2154 2074 155 593 541 1919 1379 1311 540 452 489 362 238 124 1253 341 179 108 127 125 111
is_linear=0
shrinkage=0.0176051


Tree=2461
num_leaves=28
num_cat=0
split_feature=3 3 148 15 376 12 3 3 13 130 12 3 13 3 15 3 15 13 15 3 3 159 15 3 51 15 13
split_gain=42.0114 20.6081 9.1698 8.72768 7.06272 5.14797 4.55578 4.06503 3.71255 3.49969 2.73061 2.91417 1.96272 2.40452 1.51456 3.42147 1.19461 1.18798 1.18044 0.936493 1.27391 0.788031 0.768991 0.730759 0.514185 0.420904 0.37617
threshold=-0.06656999999999999 0.3148450000000001 -0.062044999999999996 -0.38214499999999996 0.048375000000000008 0.023990000000000004 0.10402500000000002 -0.0024599999999999995 -0.15325499999999995 0.015470000000000001 0.089505000000000015 -0.15288999999999997 -0.091849999999999987 -0.082004999999999981 -0.028079999999999997 -0.091364999999999988 0.11883000000000001 -0.037164999999999997 -1.0000000180025095e-35 -0.079724999999999976 -0.082474999999999979 0.082200000000000009 -0.075094999999999981 -0.10519499999999998 0.0045000000000000014 -0.087484999999999993 -0.069444999999999993
decision_type=2 2 2 2 2 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 17 6 -1 7 9 -7 -5 11 -10 13 -13 15 -12 21 -4 -9 20 -14 23 25 -16 -8 -17 -24
right_child=1 -3 3 4 -6 8 24 18 10 -11 14 12 19 -15 16 22 -18 -19 -20 -21 -22 -23 26 -25 -26 -27 -28
leaf_value=0.0015499868636566516 0.00082727904970887427 0.00041550940440254839 0.0014168304437327328 0.0018098447092693771 0.0013262624630728055 0.0016348938112246457 0.0015023915813350463 0.0023872999668495876 0.0030716237304982356 0.0025665425612357872 0.0016452724338932314 0.0016743879592134032 0.0024438716050319137 0.0024133016181763448 0.0026267660552057666 0.0022872024247200455 0.0019579611075418208 0.00085169210316458932 0.0028668754979839155 0.0021462630910627435 0.0027139418891117899 0.0020661271081155088 0.0019334244580719885 0.0023639524519625831 0.0018554694401869362 0.0025823261092047839 0.0022525847093443083
leaf_weight=62 71 94 57 164 103 53 71 93 55 62 85 53 552 84 100 113 54 53 65 58 170 53 57 389 55 55 56
leaf_count=62 71 94 57 164 103 53 71 93 55 62 85 53 552 84 100 113 54 53 65 58 170 53 57 389 55 55 56
internal_value=0 0.00161443 0.00175633 0.00184753 0.00197358 0.0023195 0.00210426 0.00225102 0.00234349 0.00201756 0.0023629 0.00246442 0.00242797 0.00212766 0.00226029 0.00212239 0.00234493 0.0011448 0.00258478 0.00248068 0.0025075 0.00238343 0.00226661 0.00241776 0.00165674 0.00238399 0.00209185
internal_weight=0 888 794 723 613 2049 510 384 1987 226 1934 972 917 137 962 366 596 110 158 780 722 542 281 489 126 168 113
internal_count=2937 888 794 723 613 2049 510 384 1987 226 1934 972 917 137 962 366 596 110 158 780 722 542 281 489 126 168 113
is_linear=0
shrinkage=0.00270699


Tree=2462
num_leaves=24
num_cat=0
split_feature=2 2 2 0 2 0 0 49 14 150 2 50 1429 52 2 150 159 50 1456 159 52 2 52
split_gain=35.3834 11.7542 8.9266 7.49182 6.49868 5.35041 4.50357 2.1371 1.83012 1.70629 1.19291 1.06484 1.76701 1.04007 1.03255 1.86333 1.59613 0.93678 1.34213 1.7087 0.903252 0.707837 0.673128
threshold=0.12068000000000001 -1.0000000180025095e-35 0.099845000000000003 -0.13165999999999997 0.17553000000000005 -0.085264999999999994 -0.079794999999999991 0.0060400000000000011 0.064610000000000015 1.0000000180025095e-35 0.11366500000000002 0.081580000000000014 0.084845000000000018 -0.081164999999999987 0.087865000000000013 0.083810000000000009 -0.020999999999999994 0.091320000000000012 0.083690000000000014 -0.032069999999999994 0.024870000000000003 0.105395 0.10861000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 8 9 5 -2 -1 -7 11 -4 20 12 14 -8 16 -16 -3 -13 19 -19 21 -5 -22
right_child=4 2 3 10 -6 7 13 -9 -10 -11 -12 17 -14 -15 15 -17 -18 18 -20 -21 22 -23 -24
leaf_value=0.0017491916242578444 0.00065802616941335035 0.0018048715371694161 0.001388718481656856 0.0016066003547574061 0.00019805988223426532 0.0011998926241200631 0.0012021993608207512 0.0018403026139882485 0.0025104931049412661 0.00077572687341020291 0.0015976559309754355 0.002449034822063087 0.0016026128371640742 0.00066259549610918659 0.0020106749878926766 0.0015000342076577175 0.0021612794933080931 0.002350689616791319 0.0025028970100379805 0.0018916998228431176 0.0023866671710320504 0.0019850494964546305 0.0019600207684580782
leaf_weight=91 98 113 81 66 66 93 52 70 72 61 91 82 73 58 481 62 674 92 58 194 52 92 65
leaf_count=91 98 113 81 66 66 93 52 70 72 61 91 82 73 58 481 62 674 92 58 194 52 92 65
internal_value=0 0.00193633 0.00198988 0.00166444 0.000972655 0.00116842 0.00129443 0.0014751 0.00207682 0.0011256 0.00187342 0.00205974 0.00202274 0.000917949 0.00204577 0.00195242 0.00211014 0.00218153 0.00211768 0.00203945 0.00196457 0.00182715 0.00214989
internal_weight=0 2610 2409 508 327 261 201 163 1901 142 366 1829 1403 110 1330 543 787 426 344 286 275 158 117
internal_count=2937 2610 2409 508 327 261 201 163 1901 142 366 1829 1403 110 1330 543 787 426 344 286 275 158 117
is_linear=0
shrinkage=0.00276112


Tree=2463
num_leaves=28
num_cat=0
split_feature=4 15 1 50 158 42 4 4 42 1 15 42 157 50 51 4 42 133 133 157 1 482 50 50 42 1 158
split_gain=3.85506 2.63843 1.1346 1.1296 1.15577 1.50956 1.63356 3.46782 1.53788 1.46532 1.80816 1.36037 1.06266 1.05996 0.794568 0.667852 0.649985 0.665 0.470938 0.459537 0.692607 0.457538 0.430645 0.355808 0.305851 0.285981 0.288833
threshold=0.41165000000000002 -0.43091499999999999 0.137215 1.0000000180025095e-35 0.085110000000000005 0.088485000000000022 -0.10701499999999999 -0.44205499999999992 0.089625000000000024 0.088035000000000016 -0.025879999999999997 0.088875000000000023 -0.025309999999999996 0.089975000000000013 -0.09021499999999999 0.42118000000000005 0.084115000000000009 -0.015599999999999998 0.08653000000000001 -0.0089949999999999978 0.085550000000000015 0.085875000000000021 0.11963000000000001 0.11015500000000002 0.088185000000000013 0.082135000000000014 0.10394000000000002
decision_type=2 2 2 2 2 2 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 6 7 12 -7 14 -11 25 -1 -5 -8 -3 17 -15 -19 -10 -21 -2 23 24 -18 26 -6
right_child=1 15 -4 13 11 8 9 -9 19 10 -12 -13 -14 16 -16 -17 22 18 -20 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0035117981407069179 0.0022300667307570471 -0.00058147212766754665 -5.8369849485436288e-05 0.004507436198508412 0.0042301969271140273 0.0053207175844069664 0.00044430884736755772 -0.0029898870790658772 0.00079204195874550405 0.001540789336208782 -0.0015963636119963667 0.0011779570080952388 0.00042061735306960315 0.0016427077758439672 0.0022703642977845921 -0.0031602680684073769 0.0011248394463359726 0.0046000880065390935 0.0025981749727841978 0.0020343673009135146 0.0036283617859980436 0.00025865720721976714 0.0028854617433430379 0.00039597790131229823 0.0029506293937353128 0.0048722907629777604 0.0025575754132641415
leaf_weight=55 88 54 68 91 60 54 75 68 52 188 73 78 76 55 785 62 54 89 55 273 110 55 90 61 52 56 60
leaf_count=55 88 54 68 91 60 54 75 68 52 188 73 78 76 55 785 62 54 89 55 273 110 55 90 61 52 56 60
internal_value=0 -6.44149e-05 0.00209688 0.0021531 0.00197155 0.00182122 0.00152338 0.000109565 0.00262484 0.0017742 0.000662656 0.00304149 0.00171982 0.00283751 0.00211133 -0.00196135 0.00250386 0.00323124 0.00383672 0.00228977 0.00249264 0.0014731 0.00193993 0.00142928 0.00202221 0.00386634 0.00339539
internal_weight=0 259 2678 2610 2063 1809 1320 199 489 1121 261 254 131 547 860 116 456 199 144 435 383 143 257 167 106 176 120
internal_count=2937 259 2678 2610 2063 1809 1320 199 489 1121 261 254 131 547 860 116 456 199 144 435 383 143 257 167 106 176 120
is_linear=0
shrinkage=0.0169215


Tree=2464
num_leaves=27
num_cat=0
split_feature=1 1 12 39 16 1 3 3 12 14 1 0 1 12 16 51 1 42 16 0 51 159 150 51 12 12
split_gain=127.174 24.0342 17.3524 6.61092 6.17892 5.86437 4.7458 3.76666 3.5545 3.48579 3.01296 2.35648 2.48592 1.91006 1.67819 1.48739 1.94348 1.35934 1.2715 1.17704 1.07803 1.10392 0.697227 0.607323 0.539464 0.437327
threshold=0.10442000000000001 0.13612500000000002 0.085075000000000026 0.0047850000000000011 -0.080909999999999996 0.088035000000000016 0.3148450000000001 0.10402500000000002 0.087825000000000014 0.073890000000000011 0.089625000000000024 -0.07106999999999998 0.081540000000000015 0.098785000000000012 -0.27157999999999993 -0.08860999999999998 0.079805000000000015 -1.0000000180025095e-35 0.052690000000000008 -0.060094999999999989 0.080840000000000009 0.089285000000000017 0.084800000000000014 -0.010655 0.094435000000000005 -0.075604999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 20 7 -4 -5 -3 8 9 10 15 14 17 -6 -10 -1 -17 -13 23 -19 21 22 25 -16 -20 -2
right_child=1 6 4 5 13 -7 -8 -9 11 -11 -12 12 -14 -15 18 16 -18 19 24 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0027852872909769253 0.0014932238076652519 0.00096755691201128133 0.0017080773587098371 0.0028727074464187396 0.0032309558791007885 0.0016274875785263735 -3.3144168047132449e-06 0.0022890813407198955 0.0025175974450125736 0.003827809422606515 0.0025632738043049981 0.0028491919777632567 0.0031866469582269206 0.0025130508413431321 0.0033025076001719006 0.0031163108670150116 0.0035196144032808392 0.0026359346284934495 0.0029377211546600867 0.0021205530974377578 0.0016859371023843679 0.0016535639237668369 0.00089454722637165632 0.0030173000691330618 0.0025350712981096358 0.0011217286423330049
leaf_weight=88 52 102 52 68 65 58 70 64 65 56 83 71 59 59 71 593 120 70 52 79 78 52 52 640 63 55
leaf_count=88 52 102 52 68 65 58 70 64 65 56 83 71 59 59 71 593 120 70 52 79 78 52 52 640 63 55
internal_value=0 0.00148999 0.00182939 0.00294056 0.0025407 0.00229975 0.000572257 0.00297768 0.00299855 0.00313049 0.00308628 0.00289253 0.00266106 0.00288962 0.00296497 0.00314044 0.00318423 0.00251997 0.00300014 0.00236288 0.00139609 0.0012888 0.00116931 0.00304582 0.00271741 0.00130256
internal_weight=0 637 465 2300 176 126 172 2174 2110 940 884 1170 279 124 891 801 713 220 826 149 289 211 159 711 115 107
internal_count=2937 637 465 2300 176 126 172 2174 2110 940 884 1170 279 124 891 801 713 220 826 149 289 211 159 711 115 107
is_linear=0
shrinkage=0.00287267


Tree=2465
num_leaves=25
num_cat=0
split_feature=1 3 39 4 1 3 4 0 0 4 0 4 39 3 16 51 16 1 0 0 1 0 4 4
split_gain=89.6703 16.2169 7.84009 6.99916 6.2078 5.27607 4.89086 4.24093 4.05881 5.63664 3.624 2.64496 3.31277 2.4574 2.29143 2.23002 1.7981 1.64657 2.07788 2.00378 1.25668 1.22435 0.94476 0.341757
threshold=0.10398500000000001 -0.063569999999999974 0.0047850000000000011 0.41939500000000002 0.088035000000000016 0.10402500000000002 -0.061939999999999988 -0.063204999999999983 -0.06952499999999999 -0.46195999999999998 -0.034759999999999992 0.056815000000000011 0.088025000000000006 -0.12711499999999995 -0.42607499999999993 -0.080414999999999986 0.11702000000000001 0.087055000000000007 -0.11262999999999999 -0.14680499999999999 0.11477000000000001 -0.080499999999999988 -0.0072149999999999992 -0.064609999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 -4 8 -3 11 13 -10 22 -8 14 -1 -13 -2 17 19 -19 -15 -17 -18 23 -11
right_child=1 6 4 -5 -6 -7 7 -9 9 10 -12 12 -14 16 -16 20 21 18 -20 -21 -22 -23 -24 -25
leaf_value=0.0033219592749267274 0.0029310058144704858 0.0020457043663842252 0.0026803391993783176 0.0013001702155387566 0.0014630154964898577 0.00199506868400697 0.00093680517049469386 0.00065368543073865263 0.0031603446480096501 0.0025343740458413522 0.0017840303815397341 0.0014625729168303754 0.0010572676711459407 0.0034932090499624237 0.0022380206827903567 0.0025093731299360637 0.002210380319343255 0.0022081541276286133 0.0028185804459911674 0.0029245420931818945 0.001928804099588452 0.0027853675357256262 0.0022509362838881771 0.0028426329478239702
leaf_weight=103 58 59 72 52 62 60 88 94 91 59 68 68 75 52 55 69 52 52 317 1122 53 70 58 62
leaf_count=103 58 59 72 52 62 60 88 94 91 59 68 68 75 52 55 69 52 52 317 1122 53 70 58 62
internal_value=0 0.00160905 0.00277931 0.00221151 0.00211732 0.00282025 0.0012906 0.00117328 0.00284375 0.00256021 0.00233899 0.00134395 0.00152475 0.00289794 0.00180956 0.00247462 0.00287169 0.00289785 0.00273264 0.00294976 0.00225741 0.00254054 0.00254964 0.00269257
internal_weight=0 671 2300 232 134 2166 439 380 2106 338 247 286 198 1768 123 180 1665 1543 369 1174 122 122 179 121
internal_count=2971 671 2300 232 134 2166 439 380 2106 338 247 286 198 1768 123 180 1665 1543 369 1174 122 122 179 121
is_linear=0
shrinkage=0.00281635


Tree=2466
num_leaves=21
num_cat=0
split_feature=1 2 2 148 0 0 11 1 0 47 0 16 52 52 15 52 151 0 52 16
split_gain=2.41007 4.22383 2.42042 1.10798 1.14817 1.03176 1.55109 2.76881 1.14959 0.855631 0.824694 1.31176 1.55903 0.787764 0.697579 0.734433 0.633483 0.526714 0.422374 0.404867
threshold=0.10471000000000001 -0.13746499999999998 -0.007134999999999999 -0.063794999999999977 -0.13843999999999998 0.15312500000000004 0.079700000000000007 0.089825000000000002 0.035525000000000008 0.11861000000000001 -0.042499999999999989 0.064455000000000012 -0.14757499999999998 -0.45635499999999996 -0.45371999999999996 -0.10201499999999998 -0.08323499999999999 -0.14820499999999998 -0.15365999999999999 0.40422000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 17 6 8 -8 10 14 11 12 -1 19 -6 -16 -14 -5 -15 -13
right_child=1 2 3 4 9 -7 7 -9 -10 -11 -12 13 16 18 15 -17 -18 -19 -20 -21
leaf_value=0.0053934650464162086 0.0056950128849956516 -0.0024750170529499226 0.003445902464455349 0.00032720119242793708 6.1512654310847314e-05 -2.7438559329315652e-05 0.0071403687279497268 0.0015548247552471476 0.00022861899169062549 -0.00052534015070104432 0.0044483441087242873 0.0012201270224724788 0.0033376603671885531 -0.00091638595607572795 0.00090296864667719246 0.0030050256775825549 0.0022452231750786193 -0.0017871528824143894 0.0011498196939628636 0.0032136142804016265
leaf_weight=52 55 64 53 100 55 55 54 52 80 57 54 74 177 61 78 137 1550 54 57 52
leaf_count=52 55 64 53 100 55 55 54 52 80 57 54 74 177 61 78 137 1550 54 57 52
internal_value=0 0.0011173 0.000695968 0.00107636 0.000814879 0.00230504 0.0023618 0.00440203 0.00226146 0.00139371 0.00233967 0.00228329 0.00244614 0.00109517 0.00179953 0.00224328 0.00235729 -0.000412999 8.01349e-05 0.0020443
internal_weight=0 653 598 534 481 2318 2263 106 2157 327 2077 2023 1779 244 270 215 1727 154 118 126
internal_count=2971 653 598 534 481 2318 2263 106 2157 327 2077 2023 1779 244 270 215 1727 154 118 126
is_linear=0
shrinkage=0.0172599


Tree=2467
num_leaves=32
num_cat=0
split_feature=3 3 43 42 16 3 14 150 3 3 0 13 0 16 3 49 0 52 42 52 52 16 3 42 1429 0 1213 0 16 43 0
split_gain=63.0767 19.0521 17.5421 5.94039 5.8805 5.05364 4.41817 3.60592 3.40016 3.31417 4.76368 3.14038 2.81639 4.45237 6.29413 3.08729 2.57011 2.505 2.22234 1.92782 1.73655 1.36695 1.35968 0.930837 0.923231 0.920472 0.644439 0.518954 0.424058 0.266973 0.103792
threshold=-0.06656999999999999 0.30863500000000005 -0.043814999999999993 -1.0000000180025095e-35 -0.26194999999999996 -0.15041499999999997 0.076450000000000004 0.090145000000000017 0.11878500000000002 0.076825000000000018 -0.077364999999999975 -0.0066549999999999986 -0.06952499999999999 0.067035000000000011 -0.096949999999999995 0.082820000000000019 -0.10071499999999999 -0.11183499999999999 0.086000000000000007 0.024870000000000003 0.008405000000000001 0.054560000000000004 -0.079724999999999976 0.092600000000000016 0.082195000000000018 -0.037444999999999992 0.104315 -0.11167499999999998 0.62619000000000014 -0.081139999999999976 -0.099244999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -1 12 8 9 10 30 19 16 14 -14 17 -6 28 22 23 -7 26 24 -5 -18 -11 -20 -3 -15 -23 -4
right_child=1 27 7 11 6 20 -8 -9 -10 25 -12 -13 13 15 -16 -17 18 -19 21 -21 -22 29 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0015470191717450034 0.0024202593370220488 0.0009688404370092658 0.0028872644881468117 0.0015076253964285957 0.0022774981725676526 0.0022464974471257913 0.0037037393914736106 0.0017385251245446375 0.0019878241841570152 0.0027833400608917687 0.0018263035934105922 0.00065421431225533169 0.0013729134372626333 0.002623260575391694 0.0027845949349707385 0.0022696935742012002 0.0030538482107448496 0.0036207391468090571 0.0029260171987206753 0.0019634637039216574 0.0029365206034272719 0.0027141340834886825 0.0026260817387988127 0.0010176508360333369 0.003382848137193833 0.0032569398687534532 0.0025694173614190406 0.00057089378527410209 0.0030139117593969414 0.0024300279817361572 0.0026839291544943447
leaf_weight=52 52 67 55 82 53 57 59 62 89 100 81 52 52 52 62 56 632 53 460 54 78 53 61 61 89 60 52 53 52 78 52
leaf_count=52 52 67 55 82 53 57 59 62 89 100 81 52 52 52 62 56 632 53 460 54 78 53 61 61 89 60 52 53 52 78 52
internal_value=0 0.00190428 0.00207088 0.00150076 0.0028463 0.00234015 0.00289706 0.00241471 0.00251057 0.00264417 0.00237425 0.00130861 0.00287067 0.00261875 0.00214095 0.00287432 0.00292638 0.00308978 0.0029505 0.00148118 0.00264541 0.0028197 0.00305801 0.00129884 0.0030945 0.00296114 0.00288986 0.000793347 0.00281889 0.00254522 0.00278875
internal_weight=0 920 800 301 2051 187 1864 499 437 348 188 249 1805 327 114 213 1478 157 1425 197 135 643 782 143 721 160 512 120 104 131 107
internal_count=2971 920 800 301 2051 187 1864 499 437 348 188 249 1805 327 114 213 1478 157 1425 197 135 643 782 143 721 160 512 120 104 131 107
is_linear=0
shrinkage=0.00298873


Tree=2468
num_leaves=20
num_cat=0
split_feature=0 10 10 13 48 15 0 13 0 48 48 0 400 15 48 0 15 15 15
split_gain=1.44985 4.89041 1.42605 1.72828 1.25783 1.19747 1.05754 1.32734 0.965137 0.947003 1.32683 0.849997 0.824655 0.746196 0.732401 0.698364 0.643956 0.689777 0.328483
threshold=-0.06952499999999999 -0.0093599999999999985 -0.07564499999999999 -0.16392499999999996 0.093225000000000016 -0.41343999999999997 -0.037444999999999992 0.096295000000000006 0.098975000000000021 0.12590000000000004 0.097500000000000017 -0.14043999999999998 1.0000000180025095e-35 0.10356000000000001 0.091505000000000017 0.0062000000000000006 -0.046109999999999991 -0.076929999999999985 -0.14051999999999998
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 11 6 -5 13 8 15 10 12 -4 14 16 -7 -8 17 -3 -12
right_child=1 4 3 5 -6 9 7 -9 -10 -11 18 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0039298265251615115 -0.0029394631666272123 -7.4638251877679642e-05 -0.0013538174790470145 -3.7786456627688352e-05 -0.00045732271575981814 0.0018368267225766332 0.0023838711255187955 0.00069736473986610481 0.001662197133242493 0.0037642549282085828 0.0010852542858071576 0.0012602207023910204 0.003621929206771447 0.0022971768194797642 0.0035669756364412053 0.0045322254407990812 -0.00082258251173346428 0.001996433902847595 -0.00046286534999718132
leaf_weight=67 61 65 55 71 69 1718 58 90 94 58 62 53 62 67 55 77 57 75 57
leaf_count=67 61 65 55 71 69 1718 58 90 94 58 62 53 62 67 55 77 57 75 57
internal_value=0 0.00104832 0.00181092 0.00174605 0.00142166 0.00184027 0.00164431 0.00221545 0.00281138 0.00190662 0.0018514 -6.95463e-05 0.00194917 0.000953589 0.00189059 0.00361039 0.000495834 0.00103374 0.000342396
internal_weight=0 713 2258 2191 652 2083 583 319 229 2012 1954 108 1835 264 1773 135 197 140 119
internal_count=2971 713 2258 2191 652 2083 583 319 229 2012 1954 108 1835 264 1773 135 197 140 119
is_linear=0
shrinkage=0.0147311


Tree=2469
num_leaves=28
num_cat=0
split_feature=1 3 3 2 156 3 43 2 0 13 43 2 43 15 1 1 3 133 15 157 160 401 43 0 401 52 43
split_gain=74.1663 15.851 7.58058 6.63426 4.67897 4.31556 5.65151 4.20031 2.79246 2.57593 2.51185 2.07244 1.70512 1.56176 1.53264 1.53014 3.42203 1.38914 1.59584 1.35093 1.55793 1.47375 1.3029 1.03942 0.916384 0.600464 0.366302
threshold=0.10575500000000002 -0.049204999999999992 -0.068279999999999993 0.11426500000000002 0.083540000000000017 0.30863500000000005 -0.013164999999999998 0.11366500000000002 -0.14867499999999997 -0.011514999999999999 -0.077614999999999976 0.11183000000000003 0.0015200000000000003 -0.077474999999999988 0.11584000000000001 0.089875000000000024 0.085090000000000013 -0.08799499999999999 0.087450000000000014 -0.082454999999999987 -0.085819999999999994 0.085030000000000008 -0.12118 -0.11742499999999999 0.097115000000000021 0.092910000000000006 0.10019000000000002
decision_type=2 2 2 2 2 2 2 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 14 10 6 9 8 -1 -3 -4 15 19 -8 -2 16 -12 25 -19 20 -10 22 -21 -7 -23 26 -14
right_child=1 5 4 -5 -6 23 13 -9 12 -11 11 -13 17 -15 -16 -17 -18 18 -20 21 -22 24 -24 -25 -26 -27 -28
leaf_value=0.0027662710203687569 0.0022545912370544835 0.00094328437117739629 0.0013672717347178169 0.0011242103361883335 0.0023479762533664774 0.00068083315080239503 0.001136593576952563 0.0016617466113534591 0.0021720921717566307 0.00026052368897794644 0.002082937743313795 0.0014898145278184603 0.0019569583688600688 0.0016726835302522736 0.0017395736884964978 0.0022138857132479785 0.0012985430825266128 0.001525940913240012 0.0020810240047317973 0.0019670841864752671 0.0026714747631186703 0.0027279991894730527 0.00223037049114048 0.00020221930553952663 0.0023112027526579542 0.002428847971859948 0.0022327797219284379
leaf_weight=61 79 100 86 81 102 63 68 83 66 53 99 77 59 69 68 94 54 54 83 137 99 54 920 52 90 52 68
leaf_count=61 79 100 86 81 102 63 68 83 66 53 99 77 59 69 68 94 54 54 83 137 99 54 920 52 90 52 68
internal_value=0 0.00117208 0.00213716 0.00169964 0.0018679 0.000875015 0.00103765 0.00221264 0.00223886 0.000706947 0.0017484 0.00184949 0.00221972 0.00140679 0.00201653 0.0019615 0.00180627 0.00205324 0.00186243 0.00225821 0.00247188 0.00222884 0.00219627 0.000464649 0.00246769 0.00219912 0.00210485
internal_weight=0 633 2338 228 512 405 290 1826 1743 153 410 324 1682 137 147 247 153 316 137 1366 165 1201 1057 115 144 179 127
internal_count=2971 633 2338 228 512 405 290 1826 1743 153 410 324 1682 137 147 247 153 316 137 1366 165 1201 1057 115 144 179 127
is_linear=0
shrinkage=0.00250084


Tree=2470
num_leaves=14
num_cat=0
split_feature=14 124 2 12 42 0 1420 0 16 16 157 12 52
split_gain=2.71513 2.20183 1.43363 1.34867 1.10373 0.985184 0.828611 0.972067 2.50574 2.79796 1.20975 2.41211 0.80488
threshold=0.073890000000000011 -0.087319999999999995 0.13631000000000001 -0.09472499999999999 0.095935000000000006 -0.062109999999999992 -0.082399999999999987 -0.031129999999999998 0.054560000000000004 0.25032500000000008 -0.065184999999999979 0.083400000000000016 -0.17568999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 -5 10 -9 -10 11 -8 -12
right_child=-2 2 4 6 -6 -7 7 8 9 -11 12 -13 -14
leaf_value=-0.00099394109774139736 0.0046383450151181848 -0.00039576189497360728 0.00083637039227234342 0.0041125293065090588 0.0020313429379449446 -0.0023238162376780637 -0.0023254955146482922 -0.0013415096651044954 0.0054136409267199733 0.00071631316894514682 0.0034241995121624047 0.0017896114596054227 0.0021359191311716816
leaf_weight=84 101 71 63 55 76 55 52 91 55 121 158 230 1758
leaf_count=84 101 71 63 55 76 55 52 91 55 121 158 230 1758
internal_value=0 0.00175784 0.0018409 0.00194807 0.000408575 -0.000635036 0.00201418 0.00196729 0.000982572 0.00218528 0.00208682 0.00103014 0.00224225
internal_weight=0 2869 2785 2591 194 118 2520 2465 267 176 2198 282 1916
internal_count=2970 2869 2785 2591 194 118 2520 2465 267 176 2198 282 1916
is_linear=0
shrinkage=0.0172599


Tree=2471
num_leaves=12
num_cat=0
split_feature=9 14 124 376 2 0 12 4 160 2 3
split_gain=2.42338 1.68758 1.43732 1.68651 1.2111 1.12189 1.36228 1.26452 1.00511 0.845015 0.651745
threshold=0.093040000000000012 0.073890000000000011 -0.048219999999999992 0.084435000000000024 -0.054704999999999997 0.13304000000000002 -0.10063999999999999 0.41165000000000002 0.11475 0.086275000000000004 0.10766000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -4 6 -6 8 -8 -1 -9
right_child=-2 -3 4 -5 5 -7 7 10 -10 -11 -12
leaf_value=-0.0029032411116071007 -0.0022492297230121412 0.0041807701589344284 0.0045333830705516559 0.0022173803000007887 0.0047514533599686938 -0.0009583892108014371 0.001922580308588195 -0.0012204092027134471 0.00027611370928725017 7.4333280834428068e-05 0.0014374736366778091
leaf_weight=52 54 96 55 94 53 53 2152 74 138 92 57
leaf_count=52 54 96 55 94 53 53 2152 74 138 92 57
internal_value=0 0.00174347 0.00166042 0.000270184 0.00178849 0.00172867 0.00178632 0.00172132 0.00182345 -0.000999517 -6.24033e-05
internal_weight=0 2916 2820 238 2582 2527 2474 2421 2290 144 131
internal_count=2970 2916 2820 238 2582 2527 2474 2421 2290 144 131
is_linear=0
shrinkage=0.0186827


Tree=2472
num_leaves=12
num_cat=0
split_feature=40 13 150 11 11 13 16 147 148 16 11
split_gain=2.69483 1.36743 0.994202 0.940613 2.81709 1.44885 1.10355 0.953647 1.238 0.777575 0.495787
threshold=0.053385000000000009 0.26379000000000002 -0.097839999999999996 1.0000000180025095e-35 0.086175000000000015 -0.10939499999999998 -0.10982499999999999 0.093085000000000015 -1.0000000180025095e-35 -0.083614999999999981 0.093525000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4 8 -7 -10 -6
right_child=-2 -3 3 4 10 7 -8 -9 9 -11 -12
leaf_value=-0.0011608544022381801 -0.0022038090452545758 0.0041799977696197 -0.0021826680902045478 0.0055480283349284487 0.0021469940803143209 -0.00088130035660877529 0.0010885170313086033 0.0042880799466537937 0.0021741867028543219 0.0013685545459633827 -0.00039788242885221883
leaf_weight=55 78 82 74 92 63 83 98 53 730 1500 62
leaf_count=55 78 82 74 92 63 83 98 53 730 1500 62
internal_value=0 0.00160429 0.00152906 0.00158283 0.0028618 0.0014734 -0.000317598 0.00160369 0.00154208 0.00163238 0.000883008
internal_weight=0 2892 2810 2755 217 2538 172 2366 2313 2230 125
internal_count=2970 2892 2810 2755 217 2538 172 2366 2313 2230 125
is_linear=0
shrinkage=0.0202227


Tree=2473
num_leaves=19
num_cat=0
split_feature=15 123 40 49 160 49 150 49 11 15 158 150 1447 11 16 16 40 155
split_gain=47.3073 20.3993 12.2874 8.90245 6.66389 4.26553 3.55213 2.81496 2.60982 2.25525 2.49407 2.25212 1.88359 1.87011 1.82411 1.15457 0.50828 0.134934
threshold=-0.26361999999999991 0.081630000000000022 1.0000000180025095e-35 -0.034759999999999992 -0.064339999999999994 -0.070034999999999986 -0.029954999999999999 -0.21083999999999997 1.0000000180025095e-35 -0.43091499999999999 0.087070000000000022 0.085425000000000015 -0.086059999999999984 0.082770000000000024 -0.073554999999999995 -0.15693499999999996 -0.081564999999999985 0.11426500000000002
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 -2 7 -5 -6 12 10 15 16 -8 -10 -14 -1 -3 -15
right_child=1 11 -4 6 5 -7 8 -9 13 -11 -12 -13 14 17 -16 -17 -18 -19
leaf_value=0.0011296061950094461 0.0025916729256033957 0.001745175407702023 0.0011418346590509896 0.0018982993948833513 0.0014422933307766052 0.0011175927611204008 0.0028253353706859082 0.002202841983974566 0.0031969887629196151 0.00058197770087724558 0.00068428852408658383 0.00089340729944542932 0.0025006012825170517 0.0026731208229079906 0.0023298763733590987 0.0016746854690175986 0.0013764895088469911 0.0024725211453462542
leaf_weight=58 84 61 61 88 55 66 84 103 54 65 52 52 862 62 1002 57 52 52
leaf_count=58 84 61 61 88 55 66 84 103 54 65 52 52 862 62 1002 57 52 52
internal_value=0 0.002284 0.00234319 0.00237235 0.0019408 0.0016966 0.00243264 0.00193828 0.00245485 0.00101066 0.00117734 0.0013609 0.00242682 0.00277976 0.00240884 0.00140003 0.00157577 0.00258187
internal_weight=0 2738 2573 2512 308 224 2204 158 2116 232 167 165 1948 168 1864 115 113 114
internal_count=2970 2738 2573 2512 308 224 2204 158 2116 232 167 165 1948 168 1864 115 113 114
is_linear=0
shrinkage=0.00270699


Tree=2474
num_leaves=11
num_cat=0
split_feature=40 45 150 13 1375 0 0 13 12 2
split_gain=1.98916 1.41347 1.34971 0.847737 0.927376 1.10731 3.04029 1.3546 1.07392 0.9224
threshold=0.053385000000000009 1.0000000180025095e-35 -0.097334999999999991 0.26379000000000002 -0.16449999999999998 -0.14164999999999997 -0.12851999999999997 -0.15941999999999998 0.085280000000000009 0.10656
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 8 -7 -8 9 -6
right_child=-2 -3 3 -5 5 6 7 -9 -10 -11
leaf_value=-0.0015491637746702783 -0.0015638085570942783 0.0045125878728666507 -0.0010661456471864946 0.0033558604440698 0.0043502399838838638 -0.0028961158894546483 0.0038233963964092506 0.0013483351388873419 0.00033337550425402153 0.0017072970860985404
leaf_weight=53 78 52 52 80 116 58 80 2269 55 77
leaf_count=53 78 52 52 80 116 58 80 2269 55 77
internal_value=0 0.00145846 0.00140247 0.00145867 0.00140253 0.00145096 0.00132832 0.00143271 0.00264042 0.00329684
internal_weight=0 2892 2840 2787 2707 2655 2407 2349 248 193
internal_count=2970 2892 2840 2787 2707 2655 2407 2349 248 193
is_linear=0
shrinkage=0.0186827


Tree=2475
num_leaves=19
num_cat=0
split_feature=1 147 9 151 1 12 151 48 42 403 12 47 159 42 1 160 48 16
split_gain=1.61385 1.76538 1.24702 1.28622 0.946424 1.21382 1.02 1.02364 0.972988 0.988858 0.911148 0.773248 0.762718 0.568231 1.52168 1.16798 0.514252 0.398851
threshold=0.15390500000000004 0.08975000000000001 1.0000000180025095e-35 -0.010059999999999998 0.090540000000000023 0.09253500000000002 0.072810000000000014 0.087770000000000015 0.10134500000000002 -0.23413499999999995 0.093740000000000004 0.085585000000000008 0.024100000000000003 0.090705000000000022 0.090880000000000016 -0.086854999999999988 0.088750000000000009 -0.076439999999999994
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 8 7 11 9 -5 -7 -6 13 14 15 -1 -16 -12
right_child=-2 -3 -4 4 6 10 -8 -9 -10 -11 17 -13 -14 -15 16 -17 -18 -19
leaf_value=-0.00094426620224689179 -0.0018272640709780625 -0.001079801490388824 0.0028516714870244703 -0.00059001870198599211 8.4776398619205762e-05 -0.0014777885299037776 0.0023305442294059169 -0.0014090969856685519 0.0032523691565641004 0.0013571460098225337 0.0012724126011986877 0.001523555368165744 0.0032414234547872346 -4.9886350920378384e-05 0.0044175179221151934 0.0017716503878787552 0.002176057894520664 0.00024741931145491386
leaf_weight=60 53 102 95 71 407 59 60 91 64 980 157 124 77 52 52 122 53 252
leaf_count=60 53 102 95 71 407 59 60 91 64 980 157 124 77 52 52 122 53 252
internal_value=0 0.000979627 0.00105536 0.000991643 0.000841825 0.00105582 0.000344868 0.00015305 0.00134194 0.00122544 0.00037378 0.000421083 0.00180695 0.00148063 0.00175853 0.000875358 0.00328774 0.000641293
internal_weight=0 2878 2776 2681 2265 1583 682 622 1115 1051 468 531 416 339 287 182 105 409
internal_count=2931 2878 2776 2681 2265 1583 682 622 1115 1051 468 531 416 339 287 182 105 409
is_linear=0
shrinkage=0.0159455


Tree=2476
num_leaves=31
num_cat=0
split_feature=1 1 16 1 13 50 124 124 157 1 13 16 16 13 15 15 160 15 16 16 16 49 15 132 16 13 1 1213 13 49
split_gain=71.4473 11.1597 7.74582 7.56894 3.41095 3.10019 3.06519 2.75504 2.70526 2.61442 3.15734 1.66672 2.23098 1.80517 1.66071 2.94125 2.21099 1.57452 1.55709 1.8275 1.5047 1.36116 3.35897 1.14526 1.04943 0.662795 0.789978 0.623813 0.898946 0.275486
threshold=0.10910500000000002 0.13662500000000002 0.12992000000000004 0.092395000000000019 -0.088654999999999998 0.12170000000000002 -0.082135 -0.083859999999999976 -0.082259999999999986 0.15390500000000004 -0.06286499999999999 0.51381500000000013 -0.044939999999999987 -0.050424999999999991 0.043560000000000008 -0.14051999999999998 -0.40957499999999997 0.087670000000000012 -0.011849999999999998 -0.0021749999999999994 -0.031234999999999999 -0.015164999999999998 -0.21242999999999998 0.082230000000000011 -0.077189999999999995 0.066150000000000014 0.076160000000000019 0.036805000000000011 -0.00027999999999999998 0.08512500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 -5 8 -2 -6 18 10 -3 12 24 -14 15 29 -17 27 -1 -20 21 -8 -23 -18 -9 26 -19 28 -16 -10
right_child=1 9 -4 4 7 -7 20 11 14 -11 -12 -13 13 -15 17 16 23 25 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0033661451695246617 0.00095994106128747658 0.00067853466548437155 0.0025713619864502065 0.0016062327654191434 0.0017819066169754618 0.0020628630262116403 0.0014506760297484725 0.0023876875456546546 0.0028144720814451156 0.00037348588849433378 0.0016083271995772817 0.0028701409857303677 0.002436706586872262 0.0017666603178396784 0.0029035740813376028 0.0019764741075292505 0.0025843635824624881 0.0026041610489373718 0.0024962483139742337 0.0031795354624019308 0.0013293968875254991 0.001455729337596688 0.002382120220555878 0.0022204803154505935 0.0028704906662379648 0.0023468346309337023 0.0028568083213360834 0.0030762188280113317 0.0025243685373981073 0.0030908153439319483
leaf_weight=62 55 59 70 53 55 63 54 82 55 53 53 60 59 65 196 58 571 349 63 58 67 53 69 76 61 54 134 94 65 65
leaf_count=62 55 59 70 53 55 63 54 82 55 53 53 60 59 65 196 58 571 349 63 58 67 53 69 76 61 54 134 94 65 65
internal_value=0 0.00147659 0.0017442 0.00259437 0.00226439 0.00266748 0.0015498 0.00235563 0.00268751 0.000879567 0.00111879 0.00245203 0.00235797 0.00208571 0.00265335 0.00256349 0.00249521 0.00273642 0.00300785 0.00282402 0.00168319 0.0018177 0.00197991 0.00254167 0.00259384 0.00264144 0.00267431 0.00288002 0.00280925 0.0029644
internal_weight=0 533 368 2398 435 1963 298 382 1900 165 112 327 267 124 1717 825 705 892 183 121 243 176 122 647 143 537 483 355 261 120
internal_count=2931 533 368 2398 435 1963 298 382 1900 165 112 327 267 124 1717 825 705 892 183 121 243 176 122 647 143 537 483 355 261 120
is_linear=0
shrinkage=0.00276112


Tree=2477
num_leaves=30
num_cat=0
split_feature=1 15 16 1 48 48 0 39 1 11 1 13 39 0 4 160 4 4 16 0 0 13 16 0 4 403 13 1 43
split_gain=89.4739 17.0304 9.2635 6.67921 6.32001 6.9586 5.58975 4.96451 4.62002 3.98078 3.41072 2.39582 4.67881 2.21366 1.97892 1.94731 2.00957 1.85698 2.33726 2.06845 2.16937 1.29561 1.09211 1.05406 1.03055 0.91488 0.887749 0.65884 0.152639
threshold=0.10575500000000002 -0.26361999999999991 0.51041000000000014 0.092395000000000019 -1.0000000180025095e-35 0.085040000000000018 -0.07700499999999999 0.055555000000000007 0.13130500000000003 1.0000000180025095e-35 0.11198000000000001 -0.17030499999999998 0.085505000000000012 -0.10185499999999999 0.51395000000000002 -0.15323999999999996 -0.012164999999999999 0.024470000000000002 -0.33811499999999994 -0.10934999999999999 -0.095909999999999981 -0.085234999999999991 0.31497000000000003 0.098975000000000021 -0.17006499999999999 -0.042294999999999992 -0.048579999999999991 1.0000000180025095e-35 -0.06705499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 4 6 -3 10 9 13 -2 17 -6 -7 -13 -5 -10 -8 23 19 -19 -1 -21 -22 -18 25 -15 -17 28 -27 -26
right_child=1 2 -4 7 5 11 15 -9 14 -11 -12 12 -14 24 -16 16 22 18 -20 20 21 -23 -24 -25 26 27 -28 -29 -30
leaf_value=0.0019705255129870559 0.00097281099473386554 0.00045870937715432818 0.0023816632287055246 0.0016242081072850895 0.0014143076099088032 0.00062395135094348388 0.0015778671012153644 0.0012844107199232416 0.00048346425843966655 0.0030025781838801135 0.0023251846630523544 0.0017756329420578283 0.00073151152044417323 0.0025149829063552519 -0.00019458573560923387 0.0020951696405290443 0.0015354999957805015 0.0024123380300489542 0.0018119085161673026 0.0028886902901662757 0.0025465941270759493 0.0023429705641926628 0.002080434426429413 0.0018989128600635512 0.0023405811628780574 0.0022998003453177838 0.0018053374400065201 0.0026594198586134626 0.0021294831095855756
leaf_weight=74 87 57 62 60 52 54 52 70 66 73 66 66 56 56 56 95 53 93 91 69 313 780 52 56 52 105 52 57 56
leaf_count=74 87 57 62 60 52 54 52 70 66 73 66 66 56 56 56 95 53 93 91 69 313 780 52 56 52 105 52 57 56
internal_value=0 0.00112301 0.00143544 0.00225717 0.00126822 0.00142507 0.00231716 0.00191671 0.000505485 0.00239674 0.00192402 0.00109038 0.0012966 0.00207697 0.000171996 0.00206432 0.00212477 0.00236557 0.00211554 0.00240277 0.00243027 0.00240131 0.00180564 0.00223173 0.00220261 0.00230414 0.0020931 0.00242651 0.00223139
internal_weight=0 622 413 2309 351 294 1963 346 209 1493 118 176 122 276 122 470 418 1420 184 1236 1162 1093 105 313 216 257 160 162 108
internal_count=2931 622 413 2309 351 294 1963 346 209 1493 118 176 122 276 122 470 418 1420 184 1236 1162 1093 105 313 216 257 160 162 108
is_linear=0
shrinkage=0.00265391


Tree=2478
num_leaves=28
num_cat=0
split_feature=1 3 3 3 1 3 1 13 12 14 0 160 156 3 133 12 3 51 49 12 483 0 3 0 133 3 0
split_gain=101.336 20.174 10.7732 9.19687 6.77024 5.77816 5.70279 4.14585 4.13698 3.91225 3.27077 3.24972 2.40964 3.24921 2.24201 2.20553 1.91451 1.2848 1.13197 0.914628 0.865661 0.69895 1.35722 0.403124 0.374384 0.331975 0.213613
threshold=0.10575500000000002 -0.031895 -0.067549999999999985 0.3148450000000001 0.13130500000000003 0.090170000000000014 0.092485000000000026 -0.011514999999999999 -1.0000000180025095e-35 0.073890000000000011 -0.079249999999999987 -0.016244999999999996 0.083125000000000018 0.088880000000000015 -0.037434999999999989 0.094195000000000015 -0.014254999999999999 -0.017084999999999999 -0.081629999999999994 0.083785000000000012 -0.070454999999999976 0.027395000000000006 -0.10175499999999998 -0.086954999999999991 0.51243500000000008 0.14029000000000003 -0.065939999999999985
decision_type=2 2 2 2 2 2 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 9 5 11 7 12 -3 -8 10 15 -2 13 16 -12 18 26 -13 -1 -20 -21 22 -16 -17 -24 -7 -4
right_child=1 3 6 -5 -6 25 8 -9 -10 -11 14 17 -14 -15 21 23 -18 -19 19 20 -22 -23 24 -25 -26 -27 -28
leaf_value=0.0020190263579400536 0.0011701332886793357 0.00062929718468463403 0.0019592231120997305 -0.00044951616970205916 0.00055800182738828573 0.0012736051896312314 0.00083956847906893769 -0.00040912338987478594 0.0018241450807304196 0.0030646425818280482 0.0016410880574094214 0.0023822298514971519 0.0024869112742146259 0.0012534430229034139 0.0016950317825992491 0.0018315571094125421 0.0024018144111377297 0.0017876250915063825 0.0027612297424258361 0.0028038988260182633 0.0024033088781736695 0.0024457342656108295 0.0021601711944666717 0.0021797968992726003 0.0024427986521314837 0.00096833406453579907 0.0016991264287572719
leaf_weight=58 59 101 57 85 53 70 74 52 79 62 80 52 83 55 55 62 90 89 80 52 897 78 271 61 52 61 63
leaf_count=58 59 101 57 85 53 70 74 52 79 62 80 52 83 55 55 62 90 89 80 52 897 78 271 61 52 61 63
internal_value=0 0.000858538 0.00221778 0.000412728 0.00150863 0.000670906 0.00182967 0.000276161 0.00134815 0.00232531 0.00229904 0.00176038 0.00204128 0.00190158 0.00210418 0.00238534 0.00207118 0.00200714 0.0024284 0.00245144 0.00242529 0.00218535 0.00213154 0.00200452 0.00220577 0.0011317 0.00182294
internal_weight=0 622 2309 369 253 284 501 153 153 1808 1746 200 348 265 536 1210 210 141 1087 1029 949 456 378 123 323 131 120
internal_count=2931 622 2309 369 253 284 501 153 153 1808 1746 200 348 265 536 1210 210 141 1087 1029 949 456 378 123 323 131 120
is_linear=0
shrinkage=0.00298873


Tree=2479
num_leaves=31
num_cat=0
split_feature=1 1 12 1 39 12 1 13 0 13 16 16 52 13 0 0 0 42 12 13 0 0 0 16 16 0 16 12 0 12
split_gain=82.1045 20.5207 10.9125 5.64742 5.25093 4.40035 3.32291 4.20277 2.81049 2.37103 2.31027 2.16273 2.01656 1.66727 1.49925 2.26988 1.35057 1.3452 1.26785 1.23735 1.68803 1.31105 1.10974 0.702985 0.529379 0.497673 0.266388 0.245844 0.221753 0.190839
threshold=0.10398500000000001 0.13074500000000003 0.085075000000000026 0.092395000000000019 0.055555000000000007 0.09253500000000002 0.15390500000000004 -1.0000000180025095e-35 -0.046614999999999997 -0.14022999999999999 0.026395000000000005 -0.33811499999999994 -0.22495999999999997 -0.011514999999999999 -0.10594499999999998 -0.14534499999999997 -0.098429999999999976 0.11382000000000002 0.099980000000000013 0.085955000000000018 -0.032274999999999991 -0.079249999999999987 -0.067434999999999981 -0.044939999999999987 -0.084294999999999995 -0.074249999999999997 0.067035000000000011 0.10444500000000002 -0.06884499999999999 0.097510000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 5 16 9 7 22 17 -1 11 -2 -4 -13 15 -11 -5 24 -14 20 21 -16 -3 -18 27 29 -25 -7 -27 -26
right_child=1 6 12 4 -6 8 -8 -9 -10 14 -12 13 18 -15 19 -17 23 -19 -20 -21 -22 -23 -24 26 25 28 -28 -29 -30 -31
leaf_value=0.0036105838300983266 0.0019269549828408363 0.00061182528008095862 0.00303551474836523 0.0023096513071932763 0.0017642890382684791 0.0025557993080843255 0.00040015080037168998 0.0018223768191089837 0.0021158919412539601 0.0030230741464625324 0.002235088036152614 0.001625960964428559 0.0027315168171707762 0.00093614640752214809 0.0030640548508890316 0.0023511394175778841 0.0030299665217639912 0.0024644932178601508 0.0021198566682070858 0.0026185022252747038 0.0034980090088266181 0.002745313284232582 0.0011914716343553644 0.002522487719504426 0.0029586441105199099 0.0026530214746562936 0.0028196583890699443 0.0028398404879899533 0.0029084810941192576 0.0031841285491412
leaf_weight=55 84 58 67 55 61 57 53 62 58 102 56 66 53 52 966 71 81 87 61 57 68 122 52 54 84 54 53 52 71 59
leaf_count=55 84 58 67 55 61 57 53 62 58 102 56 66 53 52 966 71 81 87 61 57 68 122 52 54 84 54 53 52 71 59
internal_value=0 0.00173558 0.00209719 0.00288432 0.00251927 0.00294084 0.00102991 0.00122379 0.00271428 0.00302288 0.0017175 0.00157385 0.00263825 0.00132223 0.00299954 0.00274749 0.00270867 0.00278901 0.00240449 0.00303546 0.003056 0.00302834 0.000886119 0.00282524 0.00286382 0.00293376 0.00266997 0.00269159 0.00279837 0.00305189
internal_weight=0 664 439 2267 304 1963 225 172 522 1441 258 202 181 118 1386 173 243 464 114 1213 1156 1088 110 188 377 268 107 109 125 143
internal_count=2931 664 439 2267 304 1963 225 172 522 1441 258 202 181 118 1386 173 243 464 114 1213 1156 1088 110 188 377 268 107 109 125 143
is_linear=0
shrinkage=0.00287267


Tree=2480
num_leaves=27
num_cat=0
split_feature=1 1 12 14 2 2 0 15 4 12 43 2 2 4 12 4 12 13 1 15 0 1 13 43 42 12
split_gain=95.759 19.7078 12.6246 8.66143 7.5005 4.35019 4.0247 5.0882 3.93632 3.42329 4.56537 3.18907 3.46358 2.89537 2.82698 2.38549 2.33634 1.97619 1.7992 1.55578 1.54241 1.10885 0.915489 0.867554 0.815824 0.687898
threshold=0.10471000000000001 0.13276500000000002 0.085075000000000026 0.073890000000000011 0.098655000000000007 -0.080859999999999974 -0.11167499999999998 -0.097794999999999979 -0.036839999999999991 0.086085000000000009 -0.00080499999999999983 0.16730000000000003 -1.0000000180025095e-35 0.0051950000000000008 -1.0000000180025095e-35 -0.17568999999999999 0.097060000000000021 -0.071564999999999976 0.11239500000000001 -0.066784999999999983 -0.079249999999999987 0.11230000000000001 -0.078724999999999976 -0.06538999999999999 0.10192000000000002 0.098785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 5 -1 7 -7 -4 10 -6 12 -3 15 18 -8 19 -14 -2 -11 -17 -16 -15 -18 -25 -10
right_child=1 11 8 -5 9 6 13 -9 25 16 -12 -13 17 22 21 20 23 -19 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=0.0016782582451164128 0.00040510050553656777 0.00012738054785630637 0.0027988760698662019 0.0033305721740430074 0.001091367206294805 0.0027428789569005885 0.0031089265386462133 0.0015974241215910099 0.002059695059741773 0.0022427596651887118 0.002154160588567404 -7.8874242581118052e-05 0.00060391174865979957 0.0023737890683150635 0.0017623658930408211 0.0026311650442557492 0.0023360137328259367 0.0013875811072175017 0.0011194991339528297 0.0029009801710067088 0.0023958391028587158 0.0012135737655188815 0.0018740877900138213 0.0020977784484026486 0.0016174465451020538 0.00161317196228259
leaf_weight=54 52 59 56 92 61 55 77 85 67 65 81 61 54 70 54 1045 59 57 73 60 315 78 59 76 52 55
leaf_count=54 52 59 56 92 61 55 77 85 67 65 81 61 54 70 54 1045 59 57 73 60 315 78 59 76 52 55
internal_value=0 0.00118729 0.00155463 0.00244874 0.00241208 0.00249879 0.00252474 0.00204765 0.00215463 0.00207588 0.00169783 0.000495406 0.000701655 0.00256737 0.00113895 0.00260522 0.00224784 0.00100662 0.00082256 0.00255896 0.00257668 0.00143832 0.00214549 0.00203971 0.00190289 0.00185865
internal_weight=0 666 435 2306 2214 1760 1706 140 178 454 142 231 170 1566 257 1437 312 111 125 125 1360 132 129 187 128 122
internal_count=2972 666 435 2306 2214 1760 1706 140 178 454 142 231 170 1566 257 1437 312 111 125 125 1360 132 129 187 128 122
is_linear=0
shrinkage=0.00293013


Tree=2481
num_leaves=24
num_cat=0
split_feature=1 1 4 12 11 1 12 2 40 4 52 1 0 12 4 0 2 124 0 4 157 0 52
split_gain=92.6274 15.5627 13.7369 10.9413 5.57638 7.39584 6.64969 4.32722 3.53956 4.25178 2.38752 2.15769 4.07829 2.48915 2.0799 1.67338 1.6764 1.60871 1.38065 1.26188 1.21593 1.15955 0.809368
threshold=0.10910500000000002 0.13257000000000002 0.31392000000000003 0.085075000000000026 1.0000000180025095e-35 0.10075500000000003 -1.0000000180025095e-35 0.10796500000000002 -0.07334499999999998 0.50541500000000006 -0.065909999999999982 0.086005000000000012 -0.14076499999999997 0.090285000000000018 -0.055754999999999992 -0.14920999999999998 0.10384 -0.081719999999999987 -0.06952499999999999 0.059230000000000012 -0.082339999999999983 -0.072924999999999976 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 5 7 -7 11 -3 -10 -5 13 -13 20 -9 -6 -17 -2 -15 -16 -1 -14 -19
right_child=1 8 -4 10 15 6 -8 14 9 -11 -12 12 21 18 19 16 -18 22 -20 -21 -22 -23 -24
leaf_value=0.0032106715593620281 0.0010401579455076903 0.00034693363343579525 0.0013528701169902729 0.0029820639650027926 0.0037053973485511676 0.001341210003056787 0.0026473065908516726 0.0019184357751756385 0.0015167102859501118 0.00061947874052768054 0.0021936436470311078 0.0019991344550409447 0.0028432183680943838 0.002765848485407371 0.0027761797253915937 0.0027196086029349824 0.0034298286501519572 0.0018599585109824862 0.0022967811916721759 0.0022780498560614308 0.0029205915585171129 0.0024822117931672795 0.0014283287797420819
leaf_weight=136 54 63 55 52 52 55 71 53 97 74 75 64 328 351 95 52 55 61 59 72 824 92 82
leaf_count=136 54 63 55 52 52 55 71 53 97 74 75 64 328 351 95 52 55 61 59 72 824 92 82
internal_value=0 0.00147199 0.00274531 0.00187179 0.00277776 0.00274087 0.00207742 0.00278116 0.000918288 0.00112861 0.0025167 0.00282557 0.00266311 0.00288294 0.00240679 0.00328806 0.00308496 0.00145588 0.00269842 0.0025616 0.00296172 0.00276421 0.00161266
internal_weight=0 558 2414 324 2359 2200 126 2074 234 171 127 1854 484 1370 220 159 107 197 410 167 960 420 143
internal_count=2972 558 2414 324 2359 2200 126 2074 234 171 127 1854 484 1370 220 159 107 197 410 167 960 420 143
is_linear=0
shrinkage=0.00281635


Tree=2482
num_leaves=20
num_cat=0
split_feature=4 2 12 11 2 2 2 2 12 4 4 13 12 4 12 13 12 4 158
split_gain=66.1074 24.07 10.0414 4.22708 3.6536 9.87852 3.32247 3.19369 3.07018 4.98008 2.91095 2.25975 1.84132 1.70979 2.39106 1.40228 1.98656 1.09225 0.735963
threshold=0.31392000000000003 0.13270000000000001 -0.0066799999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 0.098180000000000003 0.098655000000000007 0.15305000000000002 0.099510000000000015 0.51395000000000002 0.054720000000000012 -0.089359999999999981 0.093185000000000004 -0.17568999999999999 1.0000000180025095e-35 0.0083850000000000018 0.096535000000000024 0.44128500000000004 0.078875000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -6 10 -3 9 17 13 -8 -5 -4 -15 16 -13 -2 -12
right_child=8 7 3 12 5 -7 11 -9 -10 -11 18 15 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0013001548056001315 0.001183175600174927 0.001521215069715998 0.0029715025206869111 0.00314815253313915 0.0028785788830781979 0.0014350164402249801 0.0016144452608144713 0.0006239583050110638 0.00035230407657022212 0.00059290642632437059 0.0019458632772973317 0.0025779459510099786 0.0025418097757764816 0.0020743987305658191 0.0025067229099425777 0.0018802778291140236 0.0020548450172697651 0.0016405019627018852 0.0023527167598466946
leaf_weight=73 93 74 58 91 67 86 52 55 53 99 101 135 72 110 1455 64 102 76 56
leaf_count=73 93 74 58 91 67 86 52 55 53 99 101 135 72 110 1455 64 102 76 56
internal_value=0 0.00232592 0.00238663 0.00244242 0.00181968 0.00206736 0.00240893 0.0011389 0.000972503 0.00109504 0.00245855 0.00215863 0.0028805 0.00249407 0.00247636 0.00225254 0.00235294 0.00138902 0.00209117
internal_weight=0 2651 2522 2296 226 153 2133 129 321 268 1780 353 163 1623 1565 301 237 169 157
internal_count=2972 2651 2522 2296 226 153 2133 129 321 268 1780 353 163 1623 1565 301 237 169 157
is_linear=0
shrinkage=0.00281635


Tree=2483
num_leaves=19
num_cat=0
split_feature=4 2 123 11 0 0 2 14 0 3 3 13 2 39 12 52 2 0
split_gain=85.3559 31.0005 13.192 9.7393 4.96674 4.9248 8.67917 4.29714 4.75596 4.79926 4.11787 3.94317 3.87222 3.80729 3.21334 3.10531 2.75027 1.89498
threshold=0.31392000000000003 0.13388500000000003 0.080635000000000012 1.0000000180025095e-35 -0.079794999999999991 -0.12851999999999997 0.089795000000000014 -0.45687499999999998 -0.105195 0.12478500000000002 -0.12711499999999995 -0.0015099999999999998 0.086365000000000011 0.085355000000000014 0.093910000000000007 0.51371000000000011 0.15305000000000002 -0.052874999999999998
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 -2 9 -9 -7 -8 -4 -10 15 -12 -3 -16
right_child=7 16 12 4 -6 10 11 8 13 -11 14 -13 -14 -15 17 -17 -18 -19
leaf_value=0.0030121928930512951 0.001696772595979683 0.0015742458181178178 0.0012415607254488562 0.003852937113936976 0.0028852938211814247 0.0019472366175090016 0.0011952536269273853 0.0017483816299116201 -2.2575835833919069e-05 0.00062110432576882764 0.0027956498797555478 0.0022078746637943288 0.0022089632017212295 0.00092597789533688832 0.0025735923440514336 0.0021046972227442874 0.00073890751379970712 0.0020446266317619599
leaf_weight=68 62 73 60 79 91 60 55 71 60 52 1362 69 73 76 491 54 55 61
leaf_count=68 62 73 60 79 91 60 55 71 60 52 1362 69 73 76 491 54 55 61
internal_value=0 0.00256812 0.00263672 0.00268479 0.00333514 0.00263497 0.00220298 0.00103026 0.000870588 0.00127205 0.00267586 0.00175897 0.00177277 0.000507277 0.00269806 0.00276932 0.00121555 0.00251519
internal_weight=0 2651 2523 2390 170 2220 192 321 259 123 2028 124 133 136 1968 1416 128 552
internal_count=2972 2651 2523 2390 170 2220 192 321 259 123 2028 124 133 136 1968 1416 128 552
is_linear=0
shrinkage=0.00281635


Tree=2484
num_leaves=14
num_cat=0
split_feature=15 14 40 1429 14 481 11 3 128 2 52 50 52
split_gain=3.51285 2.00278 1.65772 1.35584 1.16139 1.39656 1.28325 2.24132 1.20349 0.979323 0.456297 0.378219 0.345647
threshold=-0.2987999999999999 -0.45687499999999998 -1.0000000180025095e-35 -0.092119999999999994 0.073890000000000011 -0.074254999999999988 0.08184000000000001 -0.15500999999999998 0.081680000000000016 -1.0000000180025095e-35 -0.013914999999999999 0.090545000000000014 0.042815000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 10 7 -7 9 -9 -5 -10 -12
right_child=3 2 -4 4 -6 6 -8 8 11 -11 12 -13 -14
leaf_value=0.0029186632480946361 0.0050543964793516791 0.0013306066961302888 -0.0021608451156921523 0.0025061277521016847 0.0043204360766257556 -0.0010373529287027992 0.0043292192840228656 0.00059264917496799755 0.0041051383380114751 0.0022955571707894665 0.0051757353969274352 0.0023963978223710642 0.003454414190829762
leaf_weight=62 61 68 91 54 97 58 88 102 135 1968 71 52 65
leaf_count=62 61 68 91 54 97 58 88 102 135 1968 71 52 65
internal_value=0 0.000338468 -0.000666509 0.00255686 0.00250015 0.00243199 0.00232137 0.00224497 0.0023294 0.00221173 0.00383003 0.00363095 0.00435437
internal_weight=0 221 159 2751 2690 2593 2403 2315 2257 2070 190 187 136
internal_count=2972 221 159 2751 2690 2593 2403 2315 2257 2070 190 187 136
is_linear=0
shrinkage=0.0169215


Tree=2485
num_leaves=17
num_cat=0
split_feature=12 12 52 0 52 157 15 15 12 1427 402 402 0 1213 47 4
split_gain=5.00628 2.58819 1.75075 1.89791 2.0621 1.88481 1.47209 1.32398 1.19266 0.888837 0.861545 2.49448 0.872216 1.39197 0.693159 0.845091
threshold=-0.19698999999999997 0.083335000000000006 -0.40011499999999994 -0.23395499999999997 0.14295500000000003 -0.080299999999999996 0.14927500000000002 -0.45371999999999996 -0.092979999999999993 0.081395000000000009 0.089220000000000008 0.08406000000000001 -0.086414999999999978 -0.015074999999999998 0.118245 0.31392000000000003
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 -5 9 -7 -9 10 11 14 -12 -14 15 -3
right_child=1 6 3 4 -6 7 -8 8 -10 -11 12 -13 13 -15 -16 -17
leaf_value=-0.0024514802799784235 0.0038007737631507747 0.0021682334717652687 0.0033543437988639885 -0.001723492684775566 -0.0021884375729606031 -0.00067357551565011228 -0.00040357069633347646 0.0035335508940354411 0.0012169204244935621 0.0039058109516123909 0.0017962873641970737 -0.0012587406678157091 0.0022659115897929716 0.0052833572189594233 0.0038828381588955976 0.00034519938003454732
leaf_weight=67 56 1531 72 59 56 79 53 62 444 75 86 54 75 75 55 65
leaf_count=67 56 1531 72 59 56 79 53 62 444 75 86 54 75 75 55 65
internal_value=0 0.00186985 0.00113079 0.000936901 0.000688011 0.000938397 0.00216553 0.00120715 0.00150111 0.00223315 0.00216843 0.0020456 0.00305513 0.00377575 0.00215378 0.00209409
internal_weight=0 2897 828 772 700 644 2069 585 506 2016 1941 1705 236 150 1651 1596
internal_count=2964 2897 828 772 700 644 2069 585 506 2016 1941 1705 236 150 1651 1596
is_linear=0
shrinkage=0.0156328


Tree=2486
num_leaves=18
num_cat=0
split_feature=15 33 13 52 15 39 42 13 42 41 151 151 1456 151 1456 42 0
split_gain=2.87839 1.67687 1.32523 1.09601 1.1019 0.893498 0.83842 1.79418 0.797998 1.16686 0.951075 1.06434 0.897786 0.879745 0.651624 0.900663 0.275885
threshold=-0.2987999999999999 1.0000000180025095e-35 -0.40944499999999995 0.12411500000000002 -0.46483499999999994 0.0047850000000000011 -0.044384999999999994 -0.0094049999999999984 0.087505000000000013 1.0000000180025095e-35 -0.086439999999999989 -0.093409999999999979 0.056265000000000009 -0.082404999999999992 0.085885000000000017 0.08919500000000001 -0.076734999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 8 -7 16 9 10 11 -4 -12 -10 15 -15 -8
right_child=1 -3 5 -5 -6 6 7 -9 13 -11 12 -13 -14 14 -16 -17 -18
leaf_value=0.00039473143963812262 -0.00041895191147834867 0.0049496723092875431 0.0014935817086148976 0.0019741629635822997 -0.0024341693040180711 0.0026110041340562731 0.00059189183624476895 -0.0023734337735713375 0.0045481596781110399 -0.00089767604488636462 0.001790667203615922 -0.0015712118851154869 0.0033755763049774412 0.0037572561677686246 0.00031247102178985522 0.0020749004912273389 0.0023943367271262749
leaf_weight=90 84 52 108 52 81 56 54 58 54 52 1239 52 122 119 52 587 52
leaf_count=90 84 52 108 52 81 56 54 58 54 52 1239 52 122 119 52 587 52
internal_value=0 0.00181636 0.0017557 -0.000262823 -0.000944175 0.0018259 0.000750967 0.000114686 0.00192497 0.00169319 0.00178189 0.000496349 0.00193288 0.00237376 0.00221861 0.00235874 0.00147788
internal_weight=0 2741 2689 223 171 2605 220 164 2385 1573 1521 160 1361 812 758 706 106
internal_count=2964 2741 2689 223 171 2605 220 164 2385 1573 1521 160 1361 812 758 706 106
is_linear=0
shrinkage=0.0176051


Tree=2487
num_leaves=17
num_cat=0
split_feature=1 1 42 2 1 15 1 1 15 16 402 402 1443 42 2 2
split_gain=3.58933 1.01905 1.84406 1.85236 1.01399 0.887052 0.882961 0.767892 0.756536 0.983913 0.729828 1.21591 0.856142 0.693736 0.622082 0.213842
threshold=0.13699000000000003 0.11156000000000001 0.073240000000000013 0.11504500000000002 0.14547000000000002 -0.40166999999999992 0.10801000000000001 0.12545500000000001 -0.23043999999999995 -0.52541999999999989 0.089220000000000008 0.08406000000000001 0.059665000000000003 0.092860000000000012 0.114 0.084095000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 -4 -2 -6 8 14 -1 -10 11 12 -11 15 -3 -12
right_child=4 2 3 -5 5 -7 -8 -9 9 10 13 -13 -14 -15 -16 -17
leaf_value=0.003989716940880279 -0.0030407880818382137 -0.0030127822599085802 0.0042549558378071825 -6.7184661929432801e-05 0.0017390563008946082 -0.0017807697402058191 0.0040977983382979024 0.0011059002533822877 -0.00055520425998919706 0.0016434726515299255 0.0030811412548321041 -0.00097201510559268684 0.00392154959011591 0.0046851015426865161 -0.00028083303606866533 0.0017581482514015816
leaf_weight=53 66 53 79 66 52 52 59 65 69 1902 68 63 62 52 71 132
leaf_count=53 66 53 79 66 52 52 59 65 69 1902 68 63 62 52 71 132
internal_value=0 0.00165802 0.000669363 0.00228623 -0.0011933 -1.89006e-05 0.00179217 -0.000570016 0.00173543 0.00168446 0.00175235 0.00163186 0.00171549 0.00272074 -0.00145016 0.00220898
internal_weight=0 2794 334 145 170 104 2460 189 2401 2348 2279 2027 1964 252 124 200
internal_count=2964 2794 334 145 170 104 2460 189 2401 2348 2279 2027 1964 252 124 200
is_linear=0
shrinkage=0.0190563


Tree=2488
num_leaves=10
num_cat=0
split_feature=12 33 10 48 15 14 1427 481 12
split_gain=2.6739 1.61758 2.62971 1.26216 1.08914 0.96058 0.668248 0.667496 0.471492
threshold=-0.19698999999999997 0.080895000000000009 -0.015289999999999998 0.13224500000000003 -0.45371999999999996 -0.13131999999999996 0.081395000000000009 0.001825 -0.041014999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 8 -6 7 -7 -4
right_child=1 -3 3 -5 5 6 -8 -9 -10
leaf_value=-0.0023743297597921295 -0.0025225969388450818 0.0043933001963522003 -0.0016442834976100377 -0.0011032409101228559 0.0036970064789779741 0.0012549182551588015 0.0029855631733557947 0.0030236675264272688 0.00074962847232245384
leaf_weight=67 60 52 53 70 58 2401 79 71 53
leaf_count=67 60 52 53 70 58 2401 79 71 53
internal_value=0 0.00125332 0.00119586 0.00127604 0.00133745 0.00140997 0.00135789 0.0013058 -0.000445519
internal_weight=0 2897 2845 2785 2715 2609 2551 2472 106
internal_count=2964 2897 2845 2785 2715 2609 2551 2472 106
is_linear=0
shrinkage=0.0179572


Tree=2489
num_leaves=29
num_cat=0
split_feature=1 3 12 2 47 457 0 12 1 150 3 1 13 1 12 1 51 42 133 12 13 0 0 2 13 160 2 3
split_gain=105.349 18.3758 9.65313 6.40164 6.20408 5.38737 6.3822 4.51167 3.80536 3.80461 2.83147 3.02415 2.7036 1.67088 1.59698 3.22267 2.4388 1.28077 1.13311 1.17269 0.978428 0.890962 2.89521 0.852382 1.11719 0.92933 0.544559 0.248929
threshold=0.10932500000000002 -0.063264999999999988 0.056995000000000011 0.11426500000000002 0.091930000000000012 0.088850000000000026 -0.15029999999999996 0.099680000000000005 0.13300500000000001 0.085425000000000015 -0.020049999999999995 0.10246000000000001 -0.11210999999999999 1.0000000180025095e-35 0.086730000000000015 0.085605000000000014 0.07412500000000001 -1.0000000180025095e-35 0.088395000000000015 0.085785000000000014 0.032645000000000007 0.11160500000000002 -0.06537999999999998 0.08895500000000002 -0.09330999999999999 -0.081399999999999986 0.10498 0.057935000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 8 6 -1 14 9 -3 -8 13 -10 -12 15 16 18 20 19 -4 -9 22 23 25 -25 -16 -19 -15
right_child=1 4 7 -5 -6 -7 10 17 12 -11 11 -13 -14 27 21 -17 -18 26 -20 -21 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=0.0032470050678380579 0.002705217993269685 0.0016070743614439889 0.0031121940893298959 0.00148433905231317 0.0017640796206238598 0.001617654662750867 0.00187221769654323 0.0030473401569215148 0.001024307290505006 0.00063021081455752904 0.0023233149900060124 0.0019131620303941277 0.0002315998358398494 0.0027872036836665576 0.0032840464612993807 0.0024176703089308564 0.0037838177885012843 0.0021968177712194431 0.0028038036260626337 0.0035473515484419136 0.0025975184510187753 0.0033026510172545782 0.0022287247946614574 0.0032450786406333812 0.0027817844831897415 0.0029619121431443368 0.0025628228963519651 0.003077917553229757
leaf_weight=93 99 84 327 59 84 58 75 72 61 58 59 52 94 53 95 52 53 62 83 65 103 52 52 52 365 459 86 57
leaf_count=93 99 84 327 59 84 58 75 72 61 58 59 52 94 53 95 52 53 62 83 65 103 52 52 52 365 459 86 57
internal_value=0 0.00140921 0.00284149 0.00224952 0.00106065 0.00245218 0.00257652 0.00292946 0.000861594 0.00120829 0.00236576 0.00253311 0.00054377 0.00272368 0.00299141 0.00311615 0.00318488 0.00261193 0.00311799 0.00318443 0.00278277 0.00292408 0.00290481 0.00294098 0.00283963 0.00301721 0.00240971 0.00293813
internal_weight=0 539 2425 158 381 447 389 1978 297 142 296 221 155 169 1655 580 528 323 475 392 175 1075 1023 971 417 554 148 110
internal_count=2964 539 2425 158 381 447 389 1978 297 142 296 221 155 169 1655 580 528 323 475 392 175 1075 1023 971 417 554 148 110
is_linear=0
shrinkage=0.00293013


Tree=2490
num_leaves=20
num_cat=0
split_feature=14 12 34 12 43 1 16 3 16 131 50 16 52 16 12 131 1456 42 13
split_gain=1.474 1.66364 1.4761 2.44351 1.99024 1.18432 2.12235 2.14998 2.18375 2.04295 1.69173 1.64916 2.20836 1.84962 1.18406 1.1335 1.07326 0.798333 0.452892
threshold=0.073890000000000011 0.082165000000000016 -0.066379999999999981 -0.22686499999999998 -0.081694999999999976 0.080320000000000016 0.16703000000000004 -0.15963499999999997 -1.0000000180025095e-35 0.09031500000000002 0.12170000000000002 0.19384500000000002 -0.26876499999999998 0.062910000000000008 0.085380000000000011 0.084390000000000007 -0.092679999999999985 0.085915000000000005 0.084770000000000026
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 10 7 -7 14 -10 11 13 17 16 -9 18 -5 -13 -8
right_child=1 -3 3 5 -6 6 15 8 9 -11 -12 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.003581271545900688 0.0055082532719667203 0.00095650680152134212 0.0050700374061260064 0.0040460916911498014 0.0013691306976757575 -0.0032099521160486363 0.0039878805080168257 9.6140152832553238e-05 -0.0030746461331643397 0.0013183802311342613 -0.0016669543927053927 0.0028422173123276912 -0.0032710818876271835 0.0044460524497174801 0.0015736699884891093 0.00020741753148564908 0.0014469670413523841 -0.0001534692154774577 0.0020493860505855846
leaf_weight=53 54 54 52 56 56 57 82 344 100 55 58 55 53 80 387 68 1146 65 81
leaf_count=53 54 54 52 56 56 57 82 344 100 55 58 55 53 80 387 68 1146 65 81
internal_value=0 0.00323419 0.00105321 0.00113643 -0.00103615 0.00106023 0.000623389 0.000237711 0.000459734 -0.00151457 0.00139907 0.00152142 -0.00015619 0.00174796 0.000878629 0.00219698 0.00156822 0.00121792 0.00302578
internal_weight=0 108 2848 2739 109 2687 1174 943 886 155 1513 1455 173 1282 731 231 1202 120 163
internal_count=2956 108 2848 2739 109 2687 1174 943 886 155 1513 1455 173 1282 731 231 1202 120 163
is_linear=0
shrinkage=0.0183163


Tree=2491
num_leaves=30
num_cat=0
split_feature=1 3 2 2 43 1 16 0 0 16 2 3 16 2 2 16 43 13 0 484 16 3 3 157 0 2 2 3 3
split_gain=48.5822 10.4832 4.64927 5.56226 5.2195 4.50533 6.31409 5.17102 3.36413 3.34787 7.6077 3.27727 3.03444 5.66147 2.4798 1.94347 2.00032 1.43909 1.20225 1.12373 1.02951 0.913269 0.88439 0.872664 0.783229 0.742552 0.623769 0.485914 0.43172
threshold=0.10442000000000001 -0.053364999999999996 -1.0000000180025095e-35 0.10584500000000001 -0.079409999999999994 0.087055000000000007 -0.15105999999999997 -0.068419999999999995 -0.13843999999999998 0.31625000000000009 0.093670000000000017 -0.10690999999999999 0.14976500000000001 0.10523 0.14132000000000003 0.014185000000000001 -0.081454999999999986 -0.0042049999999999995 -0.07106999999999998 0.084695000000000006 -0.037309999999999989 -0.081914999999999988 -0.065134999999999985 -0.082974999999999979 -0.105195 0.089545000000000013 0.12250500000000002 -0.078644999999999979 -0.087454999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 12 -3 -4 -5 7 -7 8 20 10 18 -9 13 -2 26 19 -17 22 21 24 -1 28 -13 -21 -10 -26 -6 -23 -8
right_child=1 2 3 4 14 6 9 11 15 -11 -12 17 -14 -15 -16 16 -18 -19 -20 23 -22 27 -24 -25 25 -27 -28 -29 -30
leaf_value=0.0024986780211346728 0.002019085885549277 0.00040952829548262734 0.0019783987756035984 0.00017711415945491159 0.0015937547633318098 0.00099882750318111687 0.0021555424407124534 0.0012123473139515758 0.0019693022515883214 0.0026701646240905488 0.0010050857698051009 0.0020207239816949353 0.0021408988031583385 0.00090431520063127845 0.00079494582658493193 0.0022510637387196568 0.0016395970653610079 0.0022656761152368625 0.0017005896608246569 0.0022540807191123841 0.0030127464763013041 0.0018003222379829209 0.001552691131677559 0.0027120507974193321 0.0023187334033157787 0.0021482467796134458 0.0012073488624845046 0.0021039984436210658 0.002490689837173975
leaf_weight=80 75 87 53 52 70 54 62 52 81 55 61 71 90 70 86 86 85 94 60 60 52 58 60 77 614 313 65 168 65
leaf_count=80 75 87 53 52 70 54 62 52 81 55 61 71 90 70 86 86 85 94 60 60 52 58 60 77 614 313 65 168 65
internal_value=0 0.00125888 0.000988499 0.00114292 0.000980608 0.00213173 0.00191729 0.00220418 0.00227172 0.00201099 0.00193444 0.00185104 0.00173393 0.00148113 0.00116953 0.00222859 0.00194729 0.00199852 0.00207163 0.00227058 0.00270142 0.00213462 0.00180659 0.0025117 0.00223777 0.0022612 0.00140793 0.0020262 0.00232731
internal_weight=0 648 413 326 273 2308 583 1725 1448 529 474 277 235 145 221 1316 171 225 413 1145 132 353 131 137 1008 927 135 226 127
internal_count=2956 648 413 326 273 2308 583 1725 1448 529 474 277 235 145 221 1316 171 225 413 1145 132 353 131 137 1008 927 135 226 127
is_linear=0
shrinkage=0.00281635


Tree=2492
num_leaves=25
num_cat=0
split_feature=1 4 123 13 123 14 1 4 4 1 50 15 13 49 4 131 15 4 158 4 1 4 49 1213
split_gain=179.927 26.7572 14.9481 12.6592 12.9602 8.32343 8.25583 7.1633 6.72567 4.14853 3.28612 2.98599 4.30221 4.40984 3.11444 2.71859 2.06649 1.86949 1.47641 1.18031 1.1338 1.09386 1.07093 0.576982
threshold=0.10442000000000001 0.27420500000000009 0.081630000000000022 -0.27740999999999993 0.081180000000000016 0.073890000000000011 0.13130500000000003 0.032770000000000001 -0.14595999999999995 0.083670000000000008 0.12170000000000002 0.039965000000000007 -0.079604999999999995 -0.015624999999999998 -0.019794999999999997 0.08567000000000001 0.087670000000000012 0.0043700000000000006 0.08962500000000001 0.18095500000000003 0.11392000000000001 0.51395000000000002 0.092020000000000005 0.041025000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 8 7 20 10 -5 19 11 12 14 -14 -1 17 23 -10 -18 22 -3 -8 -9 -13
right_child=1 6 -4 4 -6 -7 21 9 15 -11 -12 16 13 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0023136558125881534 0.0003152619883654046 0.0010640811906201856 0.0015065034350669297 0.0029325492996069885 0.00052492264552416975 0.0035701597804491995 2.6532802887322185e-05 0.0025937865688482882 0.0010823313418221628 0.0016832366698986247 0.0021894797103462278 0.0030130979549793523 0.0017300021364042514 0.0025775801531146823 0.0029967378791831249 0.0021792070252490774 0.0027505364167428256 0.0018377619821898618 0.0032153627239763232 0.0027661356794957083 0.00055555763798882803 -0.00049009724023061578 0.0021240657967258342 0.0032962716852490389
leaf_weight=67 63 66 86 53 59 93 79 73 52 72 80 233 59 369 322 79 537 57 64 77 81 59 92 84
leaf_count=67 63 66 86 53 59 93 79 73 52 72 80 233 59 369 322 79 537 57 64 77 81 59 92 84
internal_value=0 0.000969248 0.00268243 0.00148651 0.00173236 0.00272793 0.000310318 0.00269112 0.00202783 0.00228993 0.00276051 0.00278682 0.00266004 0.00246081 0.00287917 0.00177262 0.00289962 0.00147765 0.00280009 0.00247031 0.000784083 -0.000194123 0.00233207 0.00308823
internal_weight=0 648 2308 363 300 2222 285 2129 241 314 1815 1735 817 428 389 188 918 109 601 242 147 138 165 317
internal_count=2956 648 2308 363 300 2222 285 2129 241 314 1815 1735 817 428 389 188 918 109 601 242 147 138 165 317
is_linear=0
shrinkage=0.00287267


Tree=2493
num_leaves=23
num_cat=0
split_feature=4 2 123 2 3 15 2 2 12 4 12 2 3 12 0 12 4 1453 0 3 2 0
split_gain=50.7965 24.0816 9.30876 6.1247 2.91378 4.70581 2.5095 5.93904 3.84975 2.52377 2.32606 2.16113 2.05366 1.68696 1.49494 1.28534 1.20387 1.0628 1.57868 0.959254 0.334813 0.0421395
threshold=0.31392000000000003 0.13388500000000003 0.081180000000000016 0.098655000000000007 -0.082634999999999986 -0.46483499999999994 0.076510000000000009 0.082500000000000018 1.0000000180025095e-35 0.008570000000000003 0.087495000000000003 0.14870000000000003 -0.010724999999999998 0.095775000000000013 -0.094139999999999988 -0.042789999999999988 0.00059000000000000014 -0.076919999999999988 -0.22480499999999998 -0.091694999999999985 0.11326500000000002 -0.07087499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -2 -6 8 -8 -1 19 12 -3 -5 21 -4 -7 20 -9 -19 -10 -15 -12
right_child=4 11 14 10 5 15 7 17 9 -11 13 -13 -14 16 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.001248420310715458 0.0011234894584374606 0.0011206083451517806 0.0014863153864695083 0.0009922558181537824 0.00099256889604547858 -9.9404454948318681e-05 0.0029933825245596116 0.0023811304510940705 0.0023803095666262335 0.0015535795421697501 0.0021672852055878459 0.00041414110317217759 0.0016452524614568324 0.0017269885931914869 0.00088707188353833496 0.0004501327439871056 0.0014392671318363189 0.0015938644531820303 0.0020614947293613821 0.0019967596140874656 0.0020177296320662299 0.0020386282231007772
leaf_weight=63 86 57 64 55 94 59 52 72 56 93 52 72 100 69 59 66 89 56 1169 367 54 52
leaf_count=63 86 57 64 55 94 59 52 72 56 93 52 72 100 69 59 66 89 56 1169 367 54 52
internal_value=0 0.00186766 0.00192602 0.00196328 0.000700965 0.00053491 0.00203096 0.00209513 0.0018814 0.00195862 0.00168619 0.000726525 0.00141373 0.00181974 0.00119911 0.00019052 0.00168053 0.00205909 0.00204014 0.00204761 0.00185487 0.00210323
internal_weight=0 2651 2522 2399 305 219 1928 1349 579 516 471 129 155 316 123 125 212 1297 1225 423 123 104
internal_count=2956 2651 2522 2399 305 219 1928 1349 579 516 471 129 155 316 123 125 212 1297 1225 423 123 104
is_linear=0
shrinkage=0.00270699


Tree=2494
num_leaves=22
num_cat=0
split_feature=2 13 106 14 3 48 3 1 2 3 16 16 474 2 1 0 1 2 2 2 13
split_gain=1.36525 2.10763 1.58799 1.20865 0.95223 0.87968 1.56538 1.22078 1.57378 1.52667 0.858318 0.804976 1.54645 1.13255 0.671236 0.835528 0.771849 0.731512 0.539144 0.437574 0.422119
threshold=0.098655000000000007 0.17226500000000003 0.085650000000000018 0.073890000000000011 0.10402500000000002 0.10448500000000001 -0.14539499999999997 0.080320000000000016 1.0000000180025095e-35 -0.039864999999999991 0.51165500000000008 -0.0024749999999999993 0.093280000000000016 0.114 0.098395000000000024 -0.11073999999999999 0.10877000000000002 0.12198500000000001 0.15305000000000002 0.11165000000000001 -0.06286499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 5 6 -1 9 -9 -8 11 14 13 -13 15 -2 -16 -18 -19 -12 -17
right_child=1 -3 -4 -5 -6 -7 7 8 -10 -11 19 12 -14 -15 16 20 17 18 -20 -21 -22
leaf_value=-0.0010320490396566074 0.0034477150421916678 -0.0017385915011046266 -0.0011655037601804906 0.0032533343579379636 -0.00048623410067540686 0.0034902759764272625 0.0017334627194647743 0.0013371797636775166 -0.0007617501313480692 0.0044257068220704843 0.0011759783135605743 -0.0022610413913650481 0.0019654578478976205 0.00050772952228911956 -0.00077542575597399092 0.0022714289672953851 0.002608972957914844 -0.00023953052492072462 0.0016712458845657334 0.0029921665357253817 0.00051881295705057844
leaf_weight=57 53 73 52 93 57 52 1056 580 98 52 59 73 62 66 69 52 55 86 58 67 86
leaf_count=57 53 73 52 93 57 52 1056 580 98 52 59 73 62 66 69 52 55 86 58 67 86
internal_value=0 0.000751677 0.00147758 0.00154487 0.00146339 0.00152212 0.0014665 0.00154633 0.00103355 0.00185996 0.00098317 0.000761494 -4.65684e-05 -0.000945196 0.00111571 0.00181041 0.000619993 0.00110465 0.000528952 0.00214303 0.0011804
internal_weight=0 859 2097 2045 1952 1895 1843 1786 678 1108 786 660 201 139 459 191 268 199 144 126 138
internal_count=2956 859 2097 2045 1952 1895 1843 1786 678 1108 786 660 201 139 459 191 268 199 144 126 138
is_linear=0
shrinkage=0.0153263


Tree=2495
num_leaves=26
num_cat=0
split_feature=1 2 4 12 2 2 2 151 12 1 16 16 4 1 1 2 4 160 12 1456 16 4 12 16 1456
split_gain=75.0538 12.8617 10.8044 10.0319 8.65175 7.88719 5.31479 3.4906 3.80494 4.49051 3.18523 2.27011 2.81486 1.90205 1.50955 2.51016 1.48672 1.38825 1.17894 1.09967 1.02261 0.937892 0.875949 0.423904 0.246902
threshold=0.10932500000000002 0.14290000000000003 0.31392000000000003 -1.0000000180025095e-35 0.11018500000000002 0.092320000000000013 -1.0000000180025095e-35 -0.083939999999999987 -1.0000000180025095e-35 0.09717000000000002 -0.076909999999999992 -0.067654999999999979 -0.068809999999999996 0.12200500000000002 0.083250000000000005 0.085730000000000015 0.022635000000000006 0.0065900000000000012 0.086155000000000023 -0.0083149999999999977 -0.06533499999999999 0.44128500000000004 0.086965000000000015 -0.089894999999999989 -0.090374999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 20 13 6 -1 -7 -9 11 -6 12 -10 -5 16 18 19 -13 -16 24 -2 -3 -21 -20 -8
right_child=1 21 -4 4 10 7 14 8 9 -11 -12 17 -14 -15 15 -17 -18 -19 23 22 -22 -23 -24 -25 -26
leaf_value=0.002325513947470968 0.0014947232973651888 0.00054692305008111227 0.001564102010180744 0.0030158587781870085 0.0012323023730845001 0.0019327904284305165 0.00295176475950914 0.0021393153396296813 0.003421101640542649 0.0034263317423427488 0.0021628850677365506 0.0024406796403802582 0.0027087283761851738 0.0023258400809316859 0.003422303949827885 0.0024109610489812254 0.0035900435076629479 0.0028811485194882333 0.0031776197686918277 0.0032150025443465242 0.0010101741388909918 0.0010802159277614688 0.0030236444705851809 0.002901745551231797 0.0026546476589229444
leaf_weight=92 99 63 54 84 66 54 52 90 68 82 61 269 163 59 52 72 55 81 60 453 61 52 394 309 52
leaf_count=92 99 63 54 84 66 54 52 90 68 82 61 269 163 59 52 72 55 81 60 453 61 52 394 309 52
internal_value=0 0.00165921 0.00286151 0.00189204 0.00223674 0.00289071 0.00301054 0.00265444 0.00270615 0.00278304 0.00167952 0.0026922 0.00291857 0.00273138 0.00305256 0.00291874 0.00311811 0.00254271 0.00300551 0.00309079 0.00131018 0.000788336 0.00312603 0.00294669 0.00280351
internal_weight=0 545 2452 430 270 2398 1591 807 753 663 127 581 231 143 1499 493 1006 350 421 951 160 115 847 369 104
internal_count=2997 545 2452 430 270 2398 1591 807 753 663 127 581 231 143 1499 493 1006 350 421 951 160 115 847 369 104
is_linear=0
shrinkage=0.00293013


Tree=2496
num_leaves=23
num_cat=0
split_feature=1 3 4 4 1 39 13 14 4 3 11 50 3 4 13 4 16 4 16 47 4 1
split_gain=116.544 15.9697 13.9431 6.9105 5.96083 5.41263 4.89654 6.00398 4.12502 4.9064 3.73074 3.9011 3.67697 3.80864 2.90184 2.68612 1.91287 1.67826 1.62147 1.42696 1.39574 1.30594
threshold=0.10932500000000002 -0.057749999999999989 0.31392000000000003 0.25367000000000006 0.089245000000000005 0.055555000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 -0.17006499999999999 -0.088174999999999989 1.0000000180025095e-35 0.12170000000000002 -0.115685 0.018150000000000003 -0.0023899999999999993 -0.077889999999999987 -0.46591499999999991 -0.079164999999999985 -0.47730499999999992 0.090515000000000026 0.0033150000000000007 0.12381000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 10 8 7 -3 -6 -10 11 12 -1 17 18 -11 -15 -14 -9 -2 -17 -20
right_child=1 6 -4 -5 5 -7 -8 14 9 15 -12 -13 13 16 -16 20 -18 -19 21 -21 -22 -23
leaf_value=0.0027310193513154905 0.0032475583332853813 0.0023339372084545226 0.0018884371180701034 0.0018945754354945587 0.003654328739000116 0.0023708958871541839 0.00085569206699314131 0.0016620750453500738 0.0022933551790381792 0.0025829033829569666 0.0037917814668424581 0.002645564836320904 0.0034825345944466072 0.0033956436556298662 0.0020149784576685391 0.0033387952742388758 0.0028986780358125231 0.0032959512858752715 0.0014570507732602415 0.0026328807520622942 0.002900623440993053 0.00090555779628796133
leaf_weight=76 52 74 54 73 75 83 57 64 59 54 98 66 574 73 54 191 195 786 52 52 68 67
leaf_count=76 52 74 54 73 75 83 57 64 59 54 98 66 574 73 54 191 195 786 52 52 68 67
internal_value=0 0.00186682 0.00319715 0.00250928 0.00322661 0.00298252 0.00155773 0.00168631 0.00309602 0.00298339 0.00329585 0.00326837 0.00329248 0.00331867 0.00148398 0.00311337 0.00303415 0.00337472 0.00132714 0.00294049 0.00322386 0.00114678
internal_weight=0 545 2452 177 2398 530 368 311 447 372 1868 1770 1704 1628 237 313 268 1360 183 104 259 119
internal_count=2997 545 2452 177 2398 530 368 311 447 372 1868 1770 1704 1628 237 313 268 1360 183 104 259 119
is_linear=0
shrinkage=0.00260187


Tree=2497
num_leaves=29
num_cat=0
split_feature=1 3 124 52 51 1 457 0 3 16 1 16 43 484 3 16 13 124 0 52 51 13 0 43 0 52 13 52
split_gain=75.3664 12.9519 8.49052 5.37851 4.15451 3.76393 5.48809 4.35907 3.93333 2.70215 2.2646 1.85773 1.61668 1.55409 1.38121 1.3086 1.46185 1.28236 1.51866 1.18812 1.10681 0.977175 0.98855 0.887633 0.652696 0.60148 0.596552 0.363125
threshold=0.10932500000000002 -0.049204999999999992 -0.048219999999999992 -0.080219999999999986 0.10532000000000001 0.087055000000000007 0.08351500000000002 -0.14920999999999998 -0.079724999999999976 0.27450000000000002 0.12500000000000003 -0.067654999999999979 -0.080859999999999974 -0.062429999999999992 -0.034509999999999992 -0.0020399999999999997 -0.063549999999999982 -0.080874999999999989 -0.11167499999999998 0.13759500000000005 -0.09021499999999999 -0.0079349999999999993 -0.090164999999999981 -0.036849999999999994 -0.082134999999999986 0.037045000000000002 -0.066634999999999986 0.095185000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 12 -3 17 7 9 -4 19 15 26 25 -1 -13 -15 21 -17 -5 -19 20 -9 22 -7 -22 -23 -10 -2 -27
right_child=1 3 5 4 -6 6 -8 8 11 -11 -12 13 -14 14 -16 16 -18 18 -20 -21 23 24 -24 -25 -26 27 -28 -29
leaf_value=0.0023166190757670361 0.0025668050691501402 0.00041057509217769087 0.0035342085749459247 0.0015970932493582712 0.0021435261154114527 0.0022258513281338548 0.0017549423396924428 0.002628484424749937 0.0026270688433143482 0.0032333126574784167 0.0016241164715925032 0.0020218703486727602 0.0015942000371615395 0.0024518671901298111 0.0030228152717703366 0.0026670458473591892 0.0019598682970284995 0.0013147487502233354 0.00073385579031225721 0.0026217549022430867 0.0029432553463014915 0.0027463799166754389 0.0027146295575653837 0.0031367193931713202 0.0032128779637831941 0.0031591568417658126 0.0021456040777365799 0.0028338629021874362
leaf_weight=67 77 73 102 54 53 52 63 72 74 86 53 59 55 169 55 62 53 95 81 87 511 67 188 434 54 63 59 79
leaf_count=67 77 73 102 54 53 52 63 72 74 86 53 59 55 169 55 62 53 95 81 87 511 67 188 434 54 63 59 79
internal_value=0 0.00151323 0.00279176 0.00116376 0.00135793 0.00283367 0.0026267 0.00290951 0.00286974 0.00272436 0.00217132 0.00264004 0.00199121 0.00247342 0.0025922 0.00263234 0.00234142 0.00117675 0.00104759 0.00297354 0.0030036 0.00272492 0.00260887 0.00303214 0.00295484 0.0028582 0.00238432 0.00297842
internal_weight=0 545 2452 356 283 2330 625 1705 1603 562 189 499 122 283 224 476 115 230 176 1104 1017 361 240 945 121 216 136 142
internal_count=2997 545 2452 356 283 2330 625 1705 1603 562 189 499 122 283 224 476 115 230 176 1104 1017 361 240 945 121 216 136 142
is_linear=0
shrinkage=0.00310948


Tree=2498
num_leaves=19
num_cat=0
split_feature=2 15 15 3 14 3 159 52 130 13 16 159 51 2 3 13 1210 52
split_gain=1.3394 1.95388 1.54239 2.06773 2.56881 3.55961 1.39531 2.1004 1.29839 1.24792 1.23957 1.05327 0.992248 0.959598 3.46609 2.44769 0.609372 0.758261
threshold=0.14290000000000003 -0.041569999999999989 0.039965000000000007 -0.015169999999999998 0.078275000000000025 -0.11211999999999998 -0.45963999999999994 0.39985000000000009 -0.077029999999999987 -0.0019149999999999998 0.0060400000000000011 0.082420000000000007 -0.13579499999999997 0.096860000000000016 -0.084014999999999992 -0.11760499999999999 -0.084114999999999981 0.11262000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 5 -4 -1 8 -8 13 16 12 -11 15 -15 -10 -7 -18
right_child=1 -3 3 -5 -6 10 7 -9 9 11 -12 -13 -14 14 -16 -17 17 -19
leaf_value=0.0045761981722707802 0.0020090949768049246 -0.0021861042798914689 0.0071208559253536259 0.0058033538442710557 -0.0012091893106785439 0.00130594806933478 -0.00052539804329687753 -0.0011423546572412197 0.0051424861929812342 0.00036576723869342947 0.0005669149007133551 0.0045084754120628314 0.002775823298477257 -0.0032090806418229997 0.0017235595793223032 0.0017255106177384123 0.00311166253974733 0.0015073838669617489
leaf_weight=59 98 53 55 65 53 85 63 71 72 63 92 90 338 53 264 673 643 107
leaf_count=59 98 53 55 65 53 85 63 71 72 63 92 90 338 53 264 673 643 107
internal_value=0 0.000535363 0.00223852 0.00275526 0.00256365 0.00276746 0.00191286 0.0018196 0.00194985 0.00205039 0.00250897 0.00278495 0.00239765 0.0017106 0.000898267 0.00205599 0.00272272 0.00288304
internal_weight=0 151 2846 1100 1035 982 1746 1687 1616 1553 927 491 401 1062 317 745 835 750
internal_count=2997 151 2846 1100 1035 982 1746 1687 1616 1553 927 491 401 1062 317 745 835 750
is_linear=0
shrinkage=0.0176051


Tree=2499
num_leaves=34
num_cat=0
split_feature=1 3 1 2 12 52 3 2 0 3 12 11 13 3 13 49 2 2 3 1 12 49 474 49 11 47 15 49 3 12 49 49 52
split_gain=104.754 14.5691 9.87008 9.82541 7.75856 6.47526 5.92371 5.56808 3.69285 3.7246 3.41349 2.8052 2.27649 6.25624 2.69905 1.84453 1.73566 1.95606 1.6544 1.33654 1.30821 1.29147 1.19758 0.821512 0.724924 0.702828 0.791701 0.702463 1.11262 0.687207 0.593015 0.522505 0.374307
threshold=0.10932500000000002 -0.049204999999999992 0.089245000000000005 0.11426500000000002 0.088435000000000014 0.0054700000000000009 -0.005644999999999999 0.097005000000000022 -0.10185499999999999 -0.092109999999999984 0.098785000000000012 1.0000000180025095e-35 -0.36115499999999995 0.076825000000000018 -0.037164999999999997 -0.050619999999999991 0.08784500000000002 0.072175000000000017 -0.074084999999999998 0.087915000000000007 0.079335000000000017 -0.042254999999999994 0.083865000000000009 0.087800000000000003 0.084475000000000008 0.09585500000000001 0.091490000000000016 -0.053239999999999996 -0.069724999999999995 0.094860000000000014 0.10470500000000001 0.10030500000000002 0.10322000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 10 6 12 15 11 -9 -10 -2 16 -3 14 -14 -4 17 19 23 -1 -19 -8 -22 -11 25 26 -6 -18 30 -28 -29 32 -20
right_child=1 5 4 -5 24 -7 21 8 9 18 -12 -13 13 -15 -16 -17 27 20 31 -21 22 -23 -24 -25 -26 -27 29 28 -30 -31 -32 -33 -34
leaf_value=0.0028003507175513105 0.0033392927338058492 0.0005936867225395119 0.0015225500049027498 0.0014321777112244966 0.0034761089014766784 0.0019488641139751304 0.0025025872566738468 0.003538471901420029 0.0020832056784972752 0.0034270670862012144 0.0023235832232835485 0.0038240307467344954 0.0012365931028597652 0.0019106444051854717 0.0003157464927304954 0.0022315888273313263 0.0028067826090771857 0.0038167072257255757 0.0029834741819680425 0.0033779905914698648 0.0034249361959951641 0.00311066982504264 0.002951917223560013 0.0029245524918896067 0.0027547790468050032 0.0028389062110516063 0.0028327992611650813 0.0032630412470081214 0.0027977737630095088 0.0032750863447916514 0.0029230516650349953 0.0024876523792637406 0.0026545032084773321
leaf_weight=86 61 72 54 70 74 98 56 70 57 64 58 85 58 72 56 85 54 70 76 63 504 73 54 56 53 55 57 402 64 75 54 54 57
leaf_count=86 61 72 54 70 74 98 56 70 57 64 58 85 58 72 56 85 54 70 76 63 504 73 54 56 53 55 57 402 64 75 54 54 57
internal_value=0 0.00165073 0.0030995 0.00232159 0.00275921 0.00129447 0.00238516 0.00320539 0.00290811 0.0027868 0.00284451 0.00329521 0.00104578 0.00122062 0.000784527 0.00195636 0.00326192 0.00335458 0.00291733 0.0030448 0.00342803 0.00284694 0.00337922 0.00319283 0.00307836 0.00314394 0.00322523 0.00313642 0.00317059 0.00308434 0.00322285 0.00274036 0.00284273
internal_weight=0 545 2452 189 582 356 268 1870 434 364 119 1436 258 186 114 139 1351 777 307 149 628 129 558 120 314 261 206 574 520 132 456 187 133
internal_count=2997 545 2452 189 582 356 268 1870 434 364 119 1436 258 186 114 139 1351 777 307 149 628 129 558 120 314 261 206 574 520 132 456 187 133
is_linear=0
shrinkage=0.00298873


Tree=2500
num_leaves=20
num_cat=0
split_feature=15 3 123 0 0 15 15 3 3 0 14 43 150 0 40 151 15 1209 0
split_gain=62.4822 29.3305 16.214 6.38363 4.45174 4.10356 4.50272 4.37264 3.82487 3.40073 2.75374 2.61227 2.33052 1.55113 1.39648 1.36796 1.25688 0.806129 0.805002
threshold=-0.24211499999999997 0.11391500000000002 1.0000000180025095e-35 -0.099704999999999974 -0.11167499999999998 0.13592500000000005 0.025430000000000005 -0.15288999999999997 -0.115685 -0.13843999999999998 -0.41608999999999996 -1.0000000180025095e-35 0.08486500000000001 -0.07847999999999998 -0.041654999999999991 -0.0068399999999999989 0.087670000000000012 0.083050000000000013 -0.071749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -3 -1 6 8 -8 11 15 -6 -2 -4 -11 -12 -10 17 -9 -18
right_child=1 3 12 -5 10 -7 7 16 9 13 14 -13 -14 -15 -16 -17 18 -19 -20
leaf_value=0.0018660707983828892 0.0020339805151952852 0.0011802097008787454 0.0022475714437233583 0.0023795168880425353 0.0015064264150582633 0.0022137035038486985 0.0039084836337851536 0.0031283225174768541 0.0021071877200660775 0.0030327154881742498 0.0010761488813938378 0.0027411429644449508 0.0015106704668296376 0.0027881898569398259 0.00041846056046838725 0.0027435107611282965 0.0029222238719262697 0.0035086688243328888 0.0031911645738046516
leaf_weight=75 74 103 90 57 62 64 52 306 56 689 53 105 59 317 54 57 506 56 116
leaf_count=75 74 103 90 57 62 64 52 306 56 689 53 105 59 317 54 57 506 56 116
internal_value=0 0.00280113 0.0028761 0.00160765 0.00128311 0.00293325 0.00295297 0.00309453 0.00283996 0.00290248 0.00102422 0.00244897 0.00195598 0.00295569 0.000744518 0.00242844 0.00305149 0.00318725 0.00297243
internal_weight=0 2707 2547 160 244 2398 2334 1036 1298 1119 169 179 149 1006 107 113 984 362 622
internal_count=2951 2707 2547 160 244 2398 2334 1036 1298 1119 169 179 149 1006 107 113 984 362 622
is_linear=0
shrinkage=0.00287267


Tree=2501
num_leaves=24
num_cat=0
split_feature=4 3 123 2 12 4 3 3 15 4 12 3 3 4 39 47 474 13 2 51 12 52 52
split_gain=73.511 21.453 14.2696 6.4778 2.60375 3.09123 5.36919 2.08452 2.77333 1.86404 1.85225 4.74955 2.61478 1.77353 1.37173 1.26407 1.06006 1.03936 1.02234 0.806493 1.02336 0.695304 0.577653
threshold=0.31392000000000003 0.30863500000000005 1.0000000180025095e-35 0.099345000000000017 0.087855000000000003 -0.22295999999999996 0.088880000000000015 -0.14186499999999996 -0.45775499999999997 -0.10701499999999999 0.086385000000000003 -0.010059999999999998 -0.074679999999999983 0.6214050000000001 0.087735000000000021 0.090515000000000026 0.085295000000000024 -0.076349999999999987 0.086545000000000025 -0.12362999999999999 0.097145000000000023 0.057445000000000003 -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
left_child=1 2 3 4 5 -1 9 -2 13 -7 11 -5 19 -9 -4 16 18 -10 -6 -12 -21 -14 -17
right_child=7 -3 14 10 15 6 -8 8 17 -11 12 -13 21 -15 -16 22 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0036446566529295043 0.0017657207205022797 0.0010635430973639805 0.0021629448739000239 0.0016244066774520364 0.0029631167413765227 0.0025000865937320877 0.0021120141483998997 0.0019024736625666465 0.001263939650057449 0.0030384013042154129 0.0031195668266717452 0.0026419883109771013 0.0021522559261922957 0.0011987859151218522 0.0016089154032647034 0.002709186433817659 0.002467266489846865 0.00079069159564072061 0.002760925753781159 0.0029262459532613449 0.00243561447701619 0.0025415836818775718 0.0023478968147186753
leaf_weight=52 69 58 72 55 354 53 55 56 59 786 60 97 68 54 66 74 60 90 433 83 55 76 66
leaf_count=52 69 58 72 55 354 53 55 56 59 786 60 97 68 54 66 74 60 90 433 83 55 76 66
internal_value=0 0.00272495 0.00276251 0.00281164 0.00288386 0.0029878 0.00294956 0.00133829 0.00122431 0.00300443 0.00252898 0.00227398 0.00264223 0.0015573 0.00189819 0.00278421 0.0028247 0.000978283 0.00285191 0.00284884 0.00273092 0.00235794 0.00253907
internal_weight=0 2623 2565 2427 1933 946 894 328 259 839 494 152 342 110 138 987 847 149 787 198 138 144 140
internal_count=2951 2623 2565 2427 1933 946 894 328 259 839 494 152 342 110 138 987 847 149 787 198 138 144 140
is_linear=0
shrinkage=0.00276112


Tree=2502
num_leaves=16
num_cat=0
split_feature=4 15 13 52 4 3 1 1 3 15 1453 15 1 1 0
split_gain=2.13427 1.40314 1.32718 1.14675 2.51239 1.03012 1.94694 1.43777 2.34796 1.04728 1.17437 1.08969 0.998548 0.972234 0.691537
threshold=0.25367000000000006 -0.10114499999999998 -0.16392499999999996 0.042815000000000006 0.50996500000000011 0.30863500000000005 0.13042000000000001 0.10471000000000001 -0.031895 -0.13783499999999996 -0.064559999999999992 -0.10192499999999999 0.11121000000000002 0.10016000000000001 -0.095724999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 7 9 12 14 -11 -12 -9 -13 -1
right_child=1 -3 3 -5 -6 -7 -8 8 -10 10 11 13 -14 -15 -16
leaf_value=0.0057196576991587807 0.0040589866604453691 -0.00067481584340172525 -0.0016423259720355617 0.0029043227165863575 0.0028717041951316449 0.00021888880225067107 0.0061049737968638393 0.0006389138054407195 -0.0012238574947978774 0.00053632445803311591 0.00037192406436093887 0.0027153511155531755 0.0037824546604877125 0.0048598363129186539 0.0030460932811154744
leaf_weight=60 66 97 92 83 70 57 52 52 81 83 62 1871 88 71 66
leaf_count=60 66 97 92 83 70 57 52 52 81 83 62 1871 88 71 66
internal_value=0 0.00120936 0.00179765 0.00118769 0.000306998 0.00260939 0.00266412 0.00259054 0.00120791 0.00272852 0.0026323 0.00271902 0.00261622 0.00279385 0.00432074
internal_weight=0 408 311 245 162 2543 2486 2434 221 2213 2087 2004 140 1942 126
internal_count=2951 408 311 245 162 2543 2486 2434 221 2213 2087 2004 140 1942 126
is_linear=0
shrinkage=0.0179572


Tree=2503
num_leaves=36
num_cat=0
split_feature=1 0 9 12 47 4 4 3 4 1 156 1456 12 4 0 3 457 123 16 4 4 0 43 15 16 42 15 42 0 16 12 15 49 4 133
split_gain=1.56221 2.00235 2.0093 1.49723 1.81576 1.83382 1.8728 2.56294 1.31611 1.4476 1.34074 1.23731 1.38327 1.45567 1.25293 1.40204 0.916346 0.775865 0.675585 0.633455 0.874477 0.623062 0.880639 1.01133 0.614442 1.09802 0.546409 0.546337 0.531681 0.504272 0.393464 0.340638 0.297169 0.141436 0.176998
threshold=0.085780000000000009 -0.087874999999999995 -1.0000000180025095e-35 0.095450000000000021 0.096300000000000011 0.42642000000000008 0.008570000000000003 -0.015474999999999997 -0.17568999999999999 0.14310500000000001 0.092060000000000017 -0.091249999999999984 0.087805000000000008 -0.12685999999999997 -0.14755499999999996 -0.0013299999999999998 0.081330000000000013 0.084660000000000013 -0.086219999999999977 -0.079524999999999985 0.0033150000000000007 -0.081644999999999981 -0.06538999999999999 0.094410000000000008 -0.072034999999999988 0.088125000000000023 -0.099614999999999981 0.087855000000000003 -0.069414999999999991 -0.52819999999999989 0.083865000000000009 0.088805000000000009 -0.052284999999999991 -0.07879499999999999 0.088820000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 3 -3 4 5 6 7 -2 10 17 -4 -1 14 -14 -13 16 24 19 26 31 -21 27 28 -24 30 -26 -15 -20 -23 -8 -16 -10 -9 -28 -35
right_child=1 2 8 -5 -6 -7 29 32 9 -11 -12 12 13 18 15 -17 -18 -19 21 20 -22 22 23 -25 25 -27 33 -29 -30 -31 -32 -33 -34 34 -36
leaf_value=0.00017497955920425505 -0.001935189381833203 -0.00094410032007455856 0.0050450256559294816 -0.0018283790641112432 0.0027793481264454015 0.002289540795025437 -0.00079593629730057534 0.0029240778422167995 -0.00023121342689039326 0.0040876016006077109 0.001848444077759664 0.0045802493959860337 -0.00074374780110256125 0.0024537024252643917 0.0040130768956049452 -2.2488317021560105e-05 0.0043972274485659423 -0.00017768985641279845 0.0036888032644648693 0.0023874579952703899 0.0008691983933475756 0.0019850327065985387 0.0002381170079248761 0.0024987963205448361 0.0023062970111409563 -5.1038574014920409e-05 0.001301914600139208 0.0017724593750276557 0.003759507054797267 -0.0028743516294772093 0.0025944416230387094 0.0014037683839168058 0.0013246200442407303 -0.00026306256694826313 0.00094239576980537369
leaf_weight=81 53 58 58 54 86 83 54 52 52 52 61 62 54 52 54 52 55 58 88 285 123 122 121 71 253 54 56 55 56 52 256 64 54 52 58
leaf_count=81 53 58 58 54 86 83 54 52 52 52 61 62 54 52 54 52 55 58 88 285 123 122 121 71 253 54 56 55 56 52 256 64 54 52 58
internal_value=0 0.00129117 0.00174887 0.00053019 0.000824022 0.000340348 -0.000269549 0.00076111 0.00195651 0.00168386 0.00340779 0.00198814 0.00208152 0.00163479 0.00252747 0.00235146 0.0025354 0.00146881 0.00181072 0.00165137 0.00193014 0.00210884 0.0017822 0.00107493 0.00236917 0.00189113 0.00110844 0.00295287 0.0025442 -0.00181705 0.00284208 0.000669463 0.00211077 0.000686066 0.000371084
internal_weight=0 1299 811 488 434 348 265 159 753 634 119 1652 1571 785 786 724 672 582 731 524 408 513 370 192 617 307 218 143 178 106 310 116 106 166 110
internal_count=2951 1299 811 488 434 348 265 159 753 634 119 1652 1571 785 786 724 672 582 731 524 408 513 370 192 617 307 218 143 178 106 310 116 106 166 110
is_linear=0
shrinkage=0.0150258


Tree=2504
num_leaves=25
num_cat=0
split_feature=1 52 1 2 2 13 147 13 52 0 15 50 39 0 2 13 0 15 0 13 52 2 51 0
split_gain=88.4704 18.2983 12.2059 7.63031 7.36456 4.52538 4.48897 3.2094 2.85931 4.11642 2.52795 2.16012 2.3512 1.75565 1.47544 1.47029 1.71702 1.71445 1.38199 1.21815 1.08735 0.908239 0.89824 0.114562
threshold=0.10398500000000001 -0.24841999999999997 0.12448500000000001 0.098655000000000007 1.0000000180025095e-35 -0.050424999999999991 0.087170000000000011 -0.14258499999999999 0.042815000000000006 -0.10185499999999999 -0.15973499999999999 0.11669000000000002 0.0047850000000000011 -0.063204999999999983 0.11218000000000002 -0.011154999999999998 -0.076589999999999978 -0.034094999999999993 -0.095724999999999991 -0.074349999999999986 -0.45635499999999996 0.11891500000000001 -0.09522499999999999 -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 2 2
left_child=3 -2 4 6 5 -3 7 -1 9 -5 18 12 15 23 -6 16 -9 -17 -4 -20 -11 -16 -22 -10
right_child=1 2 10 8 14 -7 -8 11 13 20 -12 -13 -14 -15 21 17 -18 -19 19 -21 22 -23 -24 -25
leaf_value=0.0035364548768494061 0.0027794803604616865 0.002788113187088125 0.0010427380870855249 0.0014870030559495334 0.00097994665883755611 0.0017092067290709794 0.0019942156502769123 0.0028456047057661775 0.0029563469384131383 0.0026705171680745637 0.0012738690515566994 0.0023627005425409481 0.0022943179181835029 0.002250305347646862 0.0018138934277339028 0.0027056404650826127 0.0024779310245209127 0.0030810657226162863 0.00078939805558986449 0.00017247002728744442 0.0025231616437532771 0.0013459350929265093 0.0020549349682140259 0.0027640864314322443
leaf_weight=54 87 67 57 52 54 62 53 915 71 75 94 81 62 54 59 135 120 412 54 52 57 84 87 53
leaf_count=54 87 67 57 52 54 62 53 915 71 75 94 81 62 54 59 135 120 412 54 52 57 84 87 53
internal_value=0 0.0015502 0.00136671 0.00273765 0.00173587 0.00226981 0.00282 0.00284459 0.00240158 0.00221515 0.000898318 0.00282291 0.00284557 0.00268525 0.00138607 0.00286715 0.00280301 0.00298847 0.000681554 0.000487043 0.0023879 0.00153922 0.00224049 0.00287442
internal_weight=0 670 583 2281 326 129 1832 1779 449 271 257 1725 1644 178 197 1582 1035 547 163 106 219 143 144 124
internal_count=2951 670 583 2281 326 129 1832 1779 449 271 257 1725 1644 178 197 1582 1035 547 163 106 219 143 144 124
is_linear=0
shrinkage=0.00287267


Tree=2505
num_leaves=26
num_cat=0
split_feature=1 52 4 16 16 2 43 1 34 1456 1213 1 1 4 1 16 2 475 40 43 1 13 13 4 2
split_gain=3.10975 1.44456 1.1966 1.22479 1.94061 2.44453 1.30297 1.92933 1.20086 1.33154 1.19003 1.18859 0.932917 1.09367 0.786007 2.16977 0.931209 0.758844 1.01804 0.941001 0.731905 0.730491 0.641813 0.530425 0.474034
threshold=0.11849500000000002 -0.046194999999999993 0.00023500000000000005 -0.055004999999999991 0.053305000000000012 0.089310000000000014 -0.078169999999999976 0.086005000000000012 -0.016844999999999995 -0.0054299999999999991 0.12389500000000002 0.13707500000000003 0.108865 0.10055500000000002 0.13535500000000003 -0.42607499999999993 0.12026500000000001 -0.08483499999999998 -1.0000000180025095e-35 -0.46052499999999996 0.080320000000000016 -0.080414999999999986 -0.012839999999999999 0.022635000000000006 0.11657500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 8 6 5 -5 7 -4 -1 21 17 -2 13 23 16 -16 -3 20 -19 -20 -11 -10 -15 -8 -6
right_child=1 14 3 4 24 -7 12 -9 9 10 -12 -13 -14 22 15 -17 -18 18 19 -21 -22 -23 -24 -25 -26
leaf_value=0.0053696660195438539 0.00053775807762245246 0.0017106646034701601 0.0025027563068276155 0.0015298604093737667 0.0010762724094891766 -0.003926948654545793 0.0026182561457309588 -0.0022939838287888469 0.0029568720394782251 0.0045687704753277283 0.00462383204271191 -0.0032825181575006045 0.0052302628119697712 0.0023915534428919929 1.3138762277755561e-05 0.0053153326622651089 -0.0017307980238301169 0.0044248309659488099 -0.00050957384419266633 0.0020390778652881461 0.0019679223609819275 0.0054970936609651279 -0.00042968717903030072 0.005219914678170766 0.0035370975480042317
leaf_weight=56 63 66 81 62 61 62 70 52 96 94 80 60 55 68 65 53 54 65 57 1302 73 78 55 52 58
leaf_count=56 63 66 81 62 61 62 70 52 96 94 80 60 55 68 65 53 54 65 57 1302 73 78 55 52 58
internal_value=0 0.000385437 0.00231241 0.0016092 0.000503672 -0.00119687 0.00222915 0.000625779 0.00256237 0.00247704 0.00230826 -0.0013241 0.00293929 0.00242414 0.00126981 0.00239639 0.000160277 0.00219169 0.00204596 0.00193203 0.00343312 0.00409678 0.00112834 0.00372886 0.00227741
internal_weight=0 361 2577 676 243 124 433 133 1901 1845 1671 123 300 245 238 118 120 1591 1424 1359 167 174 123 122 119
internal_count=2938 361 2577 676 243 124 433 133 1901 1845 1671 123 300 245 238 118 120 1591 1424 1359 167 174 123 122 119
is_linear=0
shrinkage=0.0194374


Tree=2506
num_leaves=19
num_cat=0
split_feature=1 10 12 15 39 13 147 9 157 51 48 51 51 124 48 50 15 150
split_gain=2.15097 2.04501 3.26653 1.49604 1.85023 1.88273 0.931256 1.40239 0.839938 1.05557 1.03325 3.7059 2.09711 1.66505 1.57533 0.751408 0.857153 0.64163
threshold=0.11849500000000002 0.057650000000000007 -0.14392999999999997 -0.43091499999999999 0.093225000000000016 -0.079854999999999995 0.090425000000000019 0.037245000000000007 -0.082339999999999983 0.11917000000000001 0.090935000000000016 0.022440000000000005 0.09939000000000002 -0.086879999999999999 0.11156500000000001 0.111725 -0.023589999999999996 0.086870000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 5 -5 7 8 15 10 12 14 13 -10 -12 16 -1 -18
right_child=1 -3 3 4 -6 -7 -8 -9 9 -11 11 -13 -14 -15 -16 -17 17 -19
leaf_value=0.0048018853933720386 0.0049089221040030991 -0.0029975911518860007 0.0027300406661668786 -0.0023814836501895248 -0.0034624878266078666 0.0018605564462262998 -0.00047009725199173309 0.0045432266907234221 0.0047370963611502162 0.0040432025193835285 0.0027561501420986594 -0.0036645992527059245 0.0052868841865197679 0.0015349334208219687 -0.00068882705460645861 0.00091299532328345393 0.0035276777751694936 0.00088258152554623165
leaf_weight=74 53 52 52 52 56 96 58 60 54 58 133 54 52 1795 63 56 66 54
leaf_count=74 53 52 52 52 56 96 58 60 54 58 133 54 52 1795 63 56 66 54
internal_value=0 0.000296248 0.000851171 1.03412e-05 -0.000681976 0.000368815 0.00177693 0.00182874 0.00176243 0.00165057 0.00158596 0.0004996 0.00172873 0.00162856 0.00164786 0.00275011 0.00327943 0.00233898
internal_weight=0 361 309 256 204 148 2577 2519 2459 2209 2151 250 1901 1849 196 250 194 120
internal_count=2938 361 309 256 204 148 2577 2519 2459 2209 2151 250 1901 1849 196 250 194 120
is_linear=0
shrinkage=0.0179572


Tree=2507
num_leaves=16
num_cat=0
split_feature=0 0 39 11 52 48 48 3 1443 447 0 3 52 3 13
split_gain=1.75888 2.27468 1.85902 1.63445 1.22107 2.05225 1.09443 0.973482 1.24223 1.21174 0.952285 1.56133 0.678891 0.527648 0.942303
threshold=-0.13409999999999997 -0.14164999999999997 0.11334500000000002 0.093845000000000026 -0.060344999999999996 0.085835000000000009 0.087215000000000015 -0.15755 1.0000000180025095e-35 0.086460000000000023 -0.11327499999999999 0.28833000000000003 -0.082174999999999984 0.10166000000000001 -0.012224999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 5 -1 13 12 9 10 -9 -12 -2 14 -6
right_child=2 -3 -4 -5 6 -7 -8 8 -10 -11 11 -13 -14 -15 -16
leaf_value=8.934613524992852e-05 0.0019515082086010974 -0.0033913438635312975 -0.0017160751025541994 -0.0013758672643604938 0.0018791850040450735 0.0050353288179632643 -0.0019772540374068349 0.0043237683462101374 -0.00086250838717371919 -0.00099019246248875886 0.001842928088173264 -0.0014083159462820213 0.0049841045136668777 0.0022968014558386617 -0.0017148011441553081
leaf_weight=67 52 54 60 62 52 56 71 54 68 57 2061 55 56 59 54
leaf_count=67 52 54 60 62 52 56 71 54 68 57 2061 55 56 59 54
internal_value=0 0.000254423 0.00159648 0.0016772 0.000803378 0.00234283 1.74466e-07 0.00175605 0.00167268 0.00175018 0.00182226 0.00175832 0.00352585 0.000852301 4.63672e-05
internal_weight=0 413 2525 2465 359 123 236 2403 2295 2227 2170 2116 108 165 106
internal_count=2938 413 2525 2465 359 123 236 2403 2295 2227 2170 2116 108 165 106
is_linear=0
shrinkage=0.0190563


Tree=2508
num_leaves=18
num_cat=0
split_feature=4 3 123 148 0 403 4 0 0 3 15 43 1452 16 51 0 16
split_gain=61.2229 23.6715 9.7408 3.58389 2.7436 4.02021 4.2879 2.69214 2.41929 2.31811 1.71832 1.82983 1.65956 1.64499 1.6127 2.34965 1.52751
threshold=0.31392000000000003 0.30863500000000005 1.0000000180025095e-35 -0.064274999999999985 -0.076384999999999995 0.07955000000000001 -0.37626499999999991 -0.044434999999999995 -0.081414999999999987 0.13772500000000001 -0.43091499999999999 -0.060849999999999994 0.087375000000000008 -0.53870999999999991 -0.14708999999999997 -0.13409999999999997 0.25137500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 12 6 16 -8 -4 10 11 -2 14 -12 -5 -16 -6
right_child=9 -3 8 4 5 -7 7 -9 -10 -11 13 -13 -14 -15 15 -17 -18
leaf_value=0.0019599577525770081 0.0011233463477307037 0.00060528782765895486 0.0021894795039947958 0.003080884767561542 0.0032420405901379453 0.0016707462649930775 0.002413634636434119 0.0017819274993956711 0.0014435522985754674 0.00058684534151827385 0.0013428414503228008 0.0018681259189778259 0.0030865636758724679 0.00067181482327939232 0.0022733539703515201 0.0026242293954086104 0.0026560739217292083
leaf_weight=92 63 59 66 58 61 60 408 68 87 68 56 52 63 72 189 1310 106
leaf_count=92 63 59 66 58 61 60 408 68 87 68 56 52 63 72 189 1310 106
internal_value=0 0.00244101 0.00248317 0.00252863 0.00255114 0.00239774 0.00246553 0.00232346 0.00176553 0.00106596 0.00119991 0.00146039 0.00261768 0.000965633 0.00259869 0.00258001 0.0028703
internal_weight=0 2627 2568 2415 2323 703 643 476 153 311 243 115 1620 128 1557 1499 167
internal_count=2938 2627 2568 2415 2323 703 643 476 153 311 243 115 1620 128 1557 1499 167
is_linear=0
shrinkage=0.00293013


Tree=2509
num_leaves=18
num_cat=0
split_feature=1452 0 0 52 10 3 3 16 1186 3 52 40 3 3 0 0 16
split_gain=1.68549 1.51208 1.4883 1.50041 1.39939 1.18951 1.46508 1.02456 0.940029 0.929822 0.870966 0.749213 1.51574 1.16031 0.691539 0.364266 0.106609
threshold=0.087375000000000008 -0.13619499999999998 -0.14259999999999998 -0.060344999999999996 0.057650000000000007 -0.16100499999999998 -0.12711499999999995 -0.47730499999999992 0.084620000000000015 0.076825000000000018 -0.10201499999999998 -0.0099849999999999991 -0.014924999999999999 -0.012504999999999997 -0.20489499999999997 -0.080809999999999979 -0.10982499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 5 10 -7 14 11 -1 -3 12 -8 -13 -5 -2 -9
right_child=15 4 -4 7 -6 6 8 16 -10 -11 -12 13 -14 -15 -16 -17 -18
leaf_value=0.00062101237333075205 0.0044964313711457022 0.001754361836946307 -0.0025061067084817452 -0.00049518268545418955 -0.00097017054166167744 -0.00099106290707524501 0.0021537032752166679 -0.0020229523063629616 0.0036868836897155526 0.0038208083536724192 0.0047213498883146221 0.0013363737748755254 -0.00088216413136841295 0.0027677345954467128 0.0023218710055294919 0.0024301560962141479 -0.00089680699799719421
leaf_weight=55 53 67 55 52 77 80 87 54 56 58 57 1706 123 196 56 54 52
leaf_count=55 53 67 55 52 77 80 87 54 56 58 57 1706 123 196 56 54 52
internal_value=0 0.00120341 0.000172651 0.000623781 0.00136411 0.00143997 0.00134723 -0.000241991 0.0014336 0.00226505 0.00311974 0.00137376 0.000374657 0.00148397 0.000963772 0.00345539 -0.00147228
internal_weight=0 2831 382 327 2449 2372 2248 214 2168 113 124 2112 210 1902 108 107 106
internal_count=2938 2831 382 327 2449 2372 2248 214 2168 113 124 2112 210 1902 108 107 106
is_linear=0
shrinkage=0.0176051


Tree=2510
num_leaves=24
num_cat=0
split_feature=1 1 0 159 12 12 156 13 12 52 52 133 151 1 0 12 4 4 4 12 12 12 0
split_gain=2.07141 1.28755 1.96631 2.34469 1.35453 1.37699 2.40481 1.42094 1.41117 0.945753 0.943583 0.882256 0.851835 0.825714 0.780908 0.887424 0.767549 1.62231 0.522257 0.834935 0.63442 0.315033 0.43954
threshold=0.15314500000000003 0.086965000000000001 -0.11262999999999999 0.073745000000000019 -0.12305999999999999 0.091065000000000021 0.086240000000000011 -0.094609999999999986 0.093455000000000024 -0.068039999999999975 0.12484500000000003 -0.0063799999999999994 0.015440000000000001 0.10835000000000002 -0.086064999999999989 0.096510000000000012 -0.12685999999999997 -0.49010499999999996 0.024470000000000002 0.083535000000000012 0.083885000000000015 0.090745000000000006 -0.072849999999999984
decision_type=2 2 2 2 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 7 -6 -7 -8 14 -9 16 -13 -10 -16 17 -4 19 -18 -21 -20 -23
right_child=-2 4 12 -5 5 8 9 11 10 -11 -12 13 -14 -15 15 -17 18 -19 21 20 -22 22 -24
leaf_value=0.0043565963339320902 -0.0019788892581609667 0.0029444942853378625 0.001545408563679193 0.00048611875244736289 -0.0022273318328713118 0.00278557980439196 0.00087588759572514781 -0.0016421064435974068 -0.0012457743670883747 0.0036023625391365523 0.0024851682452053871 0.00075566492996246085 0.0030131752158845618 -0.00056548051722038787 -0.00090449975825596682 0.0013340538331782594 0.0028079554671417402 -0.0021341555452077487 -0.00037846898389751568 -0.00050471818568392909 0.001226842843640821 -0.00011122291988783795 0.0018090413682727065
leaf_weight=98 56 56 60 59 78 100 69 68 58 53 58 278 53 185 56 161 76 53 76 52 1064 53 59
leaf_count=98 56 56 60 59 78 100 69 68 58 53 58 278 53 185 56 161 76 53 76 52 1064 53 59
internal_value=0 0.000995923 0.00126827 0.00290313 0.00061562 0.000503437 9.74879e-05 -0.000295727 0.00118839 0.00206168 0.000708264 -1.16804e-05 0.00110214 0.000227424 0.000332904 0.000755609 0.00103419 -0.000178957 0.00113365 0.00125211 0.00114601 0.000381637 0.000898884
internal_weight=0 2923 1703 157 1220 1164 731 609 433 122 333 531 1546 463 275 217 1493 113 1380 1192 1116 188 112
internal_count=2979 2923 1703 157 1220 1164 731 609 433 122 333 531 1546 463 275 217 1493 113 1380 1192 1116 188 112
is_linear=0
shrinkage=0.0153263


Tree=2511
num_leaves=28
num_cat=0
split_feature=1 1 16 4 123 4 0 123 0 0 4 0 13 41 16 158 1 1 0 1454 0 13 1204 4 4 131 4
split_gain=217.488 35.5088 23.461 10.0965 9.58599 6.28367 4.57725 4.28919 4.51468 4.013 6.31592 6.05797 3.94716 3.09333 2.84756 2.84516 2.47267 2.09697 1.84898 1.63879 1.5609 1.18384 1.10365 1.05542 1.70979 1.00594 0.435689
threshold=0.10398500000000001 0.13074500000000003 0.14976500000000001 0.44128500000000004 1.0000000180025095e-35 0.049545000000000006 -0.12368999999999998 0.081630000000000022 -0.075319999999999984 -0.079249999999999987 -0.49010499999999996 -0.021574999999999997 -0.0029949999999999998 0.076195000000000013 -0.28430999999999995 0.019155000000000002 0.087055000000000007 0.14547000000000002 -0.10028499999999999 0.08141000000000001 0.051660000000000005 -0.078724999999999976 -0.082759999999999986 0.19778000000000004 0.074650000000000008 0.096590000000000023 -0.077584999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 12 5 9 14 8 -8 13 20 21 -3 16 -2 23 19 -5 -18 22 -11 -12 -1 24 -7 -23 -20
right_child=1 3 -4 17 -6 15 7 -9 -10 10 11 -13 -14 -15 -16 -17 18 -19 26 -21 -22 25 -24 -25 -26 -27 -28
leaf_value=0.0030300670849298609 0.00091472221483167803 6.4048653936880443e-05 0.0023820400284664586 -0.00022215541881246 0.0016595046724695685 0.001832933164008558 0.0020476334290061684 0.00061598772513200351 0.0010565860577683671 0.0032389504485079517 0.0027478784043519634 0.0015638151982857876 0.00098568797925547972 0.0032348486323231776 0.00017834210760591987 0.002570281546992599 0.0019675797429518239 -0.00091909435104266951 0.0023233940242600513 0.0022299639813860342 0.0026268746252723742 0.0022763126181562961 0.0026821856564086194 0.0016713346884089497 0.0023860945828134295 0.0026188804040352394 0.0025945405274876879
leaf_weight=68 76 64 96 64 93 79 52 61 78 61 55 70 62 59 67 80 55 54 61 52 54 331 853 53 74 72 135
leaf_count=68 76 64 96 64 93 79 52 61 78 61 55 70 62 59 67 80 55 54 61 52 54 331 853 53 74 72 135
internal_value=0 0.000798385 0.00124825 5.47111e-06 0.0024787 0.00251313 0.00092229 0.00118598 0.00145322 0.00256664 0.00239842 0.00227785 0.000517774 0.00265092 0.000569899 0.00215266 0.00262276 -0.000541329 0.00239148 0.00268239 0.00295178 0.00238692 0.0027079 0.00199034 0.00210066 0.00233758 0.00251029
internal_weight=0 674 430 244 2305 2212 334 191 130 1926 643 528 126 1283 143 286 1224 118 251 973 115 458 921 206 153 403 196
internal_count=2979 674 430 244 2305 2212 334 191 130 1926 643 528 126 1283 143 286 1224 118 251 973 115 458 921 206 153 403 196
is_linear=0
shrinkage=0.00260187


Tree=2512
num_leaves=17
num_cat=0
split_feature=3 9 2 3 4 0 4 3 2 16 4 52 42 133 0 42
split_gain=1.7116 1.01127 0.706044 1.10806 0.936617 1.27243 1.55835 1.29943 1.17663 1.13465 1.11767 0.750816 0.542473 0.79158 0.546321 0.634587
threshold=0.3148450000000001 -1.0000000180025095e-35 0.10859000000000001 0.10265000000000001 -0.34140499999999996 -0.063819999999999988 0.064860000000000015 -0.12077499999999998 0.08622500000000001 0.25032500000000008 -0.092854999999999979 0.12456500000000001 -0.091964999999999977 -0.05763999999999999 -0.049474999999999998 0.099665000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 7 -7 8 -6 -3 -9 12 -4 -14 15 -15
right_child=-2 2 11 -5 5 6 -8 10 -10 -11 -12 -13 13 14 -16 -17
leaf_value=-0.00063623810882076828 -0.0010745274191529069 0.0041916995375795634 0.0019165362996464898 0.0032230449137300122 0.0044652677013049015 -0.0017700885166476576 0.0017135819816405369 -0.0010305463301492734 0.0011794532587908742 0.0010238665621635638 0.0012074538985987751 0.0020669429966708496 -0.0016420220839462444 0.00047657742917303571 0.0014542755505659757 -0.0015286151510292552
leaf_weight=86 99 60 52 75 61 84 57 61 55 60 1755 80 56 184 100 54
leaf_count=86 99 60 52 75 61 84 57 61 55 60 1755 80 56 184 100 54
internal_value=0 0.00109962 0.00115311 0.0012777 0.00121109 0.00113007 -0.000360565 0.00123895 0.00290884 0.00260923 0.00113218 0.000615605 0.000354886 0.000148339 0.000445481 2.08882e-05
internal_weight=0 2880 2794 2268 2193 2073 141 1932 116 120 1816 526 446 394 338 238
internal_count=2979 2880 2794 2268 2193 2073 141 1932 116 120 1816 526 446 394 338 238
is_linear=0
shrinkage=0.0162644


Tree=2513
num_leaves=10
num_cat=0
split_feature=3 13 40 13 1212 13 13 49 49
split_gain=1.18478 1.27806 1.35652 1.21933 0.858288 1.25217 0.999487 0.819232 1.16569
threshold=0.31351000000000001 -0.18997999999999995 0.0073350000000000004 -0.48634999999999995 0.11930500000000001 0.27020000000000005 0.24659500000000004 -0.22463499999999997 -0.020454999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 5 6 7 -3 -9
right_child=3 2 -4 -5 -6 -7 -8 8 -10
leaf_value=0.0033495948874362829 0.00088487074834577776 0.0029664149204828168 -0.0018420109146918716 -0.0027352423925415302 0.0029318314388406992 0.0035017996238491523 -0.001410653209667333 -0.00012175160861433258 0.0010111634947508473
leaf_weight=66 58 57 52 53 65 55 56 308 2209
leaf_count=66 58 57 52 53 65 55 56 308 2209
internal_value=0 0.000974509 0.000918499 -0.000841992 0.000970764 0.000923221 0.000869226 0.000918899 0.000872458
internal_weight=0 2868 2802 111 2750 2685 2630 2574 2517
internal_count=2979 2868 2802 111 2750 2685 2630 2574 2517
is_linear=0
shrinkage=0.0172599


Tree=2514
num_leaves=26
num_cat=0
split_feature=1 3 4 2 2 1 150 2 2 2 3 13 12 11 12 3 2 3 12 483 1209 16 3 13 4
split_gain=74.1736 13.9129 8.30724 6.15379 5.47754 3.51764 4.29877 3.43426 4.20418 3.32925 3.16321 2.72973 2.65595 4.13327 1.60562 2.32325 1.57105 1.52348 1.49456 1.39865 1.11698 1.01554 0.787933 0.605498 0.525142
threshold=0.107725 -0.063569999999999974 0.31392000000000003 0.14132000000000003 0.11426500000000002 0.089605000000000018 1.0000000180025095e-35 -1.0000000180025095e-35 0.10912000000000001 0.12068000000000001 0.11878500000000002 -0.11210999999999999 0.090285000000000018 1.0000000180025095e-35 0.085465000000000013 0.0012800000000000001 0.086825000000000013 -0.11211999999999998 0.098785000000000012 0.096520000000000009 0.083050000000000013 -0.073554999999999995 -0.11266 -0.065239999999999979 -0.064609999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 7 18 9 14 -3 -9 12 -10 -5 13 19 15 -7 -14 -18 -2 20 -1 -19 -16 24 -24
right_child=1 3 -4 11 -6 6 -8 8 10 -11 -12 -13 16 -15 22 -17 17 21 -20 -21 -22 -23 23 -25 -26
leaf_value=0.0023180258359119586 0.0023800198894501265 0.00036613128580238052 0.0010013673508131506 0.00052901498273199882 0.00093203603562233843 0.0013347861272213989 0.0013536594676430544 0.0018106048869836744 0.00034609946370850665 0.0016496638452107595 0.0012457038017342462 -0.00041117838018448453 0.001633096349880789 0.0031180691686041435 0.0025482088277523395 0.0022273319390413355 0.0026418634242602219 0.0022656600966969964 0.001675839230707357 0.0018430701676876258 0.0027194017949070896 0.0019800514295521586 0.0024655256904130745 0.0019449141786282926 0.0020926719960414064
leaf_weight=991 62 87 56 55 62 55 89 55 69 82 77 60 58 64 54 54 56 212 52 55 70 263 66 95 80
leaf_count=991 62 87 56 55 62 55 89 55 69 82 77 60 58 64 54 54 56 212 52 55 70 263 66 95 80
internal_value=0 0.000947061 0.0021628 0.000634639 0.00166225 0.00219054 0.00196119 0.000872689 0.00109178 0.0022516 0.000820771 3.81963e-05 0.00227949 0.00236317 0.00209495 0.00177726 0.00211177 0.002164 0.0020591 0.00231985 0.00234454 0.00210759 0.00221222 0.00213681 0.00226145
internal_weight=0 579 2400 403 176 2344 493 288 201 1851 146 115 1769 1180 404 109 589 531 114 1116 1061 475 295 241 146
internal_count=2979 579 2400 403 176 2344 493 288 201 1851 146 115 1769 1180 404 109 589 531 114 1116 1061 475 295 241 146
is_linear=0
shrinkage=0.0030485


Tree=2515
num_leaves=30
num_cat=0
split_feature=15 2 12 2 2 15 151 150 15 12 16 16 15 150 16 2 42 42 15 2 50 1453 47 16 15 42 16 42 15
split_gain=62.8887 34.2163 16.035 12.7225 9.22278 7.78562 6.80128 4.34558 3.37196 2.92431 2.86302 4.31908 2.01768 1.77259 2.35481 1.77158 1.71039 1.55744 1.31706 1.2841 1.22055 1.16279 1.07235 0.605469 0.457994 0.448706 0.439846 0.3641 0.463454
threshold=-0.26361999999999991 0.10100500000000003 0.087470000000000006 -1.0000000180025095e-35 0.13154000000000002 -0.43091499999999999 -1.0000000180025095e-35 1.0000000180025095e-35 -0.50173499999999993 0.090285000000000018 0.15737500000000001 -0.12653999999999996 -0.028079999999999997 0.085360000000000005 -0.011349999999999997 0.096780000000000019 -0.016999999999999998 0.090115000000000015 -0.076929999999999985 0.087865000000000013 0.081580000000000014 -1.0000000180025095e-35 0.099745000000000014 -0.08594499999999998 0.091435000000000002 0.09747500000000002 0.31625000000000009 -0.093129999999999977 -0.013439999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 7 6 12 8 -2 10 -1 13 11 -3 18 15 -15 19 24 -18 -4 21 -21 -5 25 -9 27 -19 -14 -11 -29
right_child=1 2 4 9 -6 -7 -8 23 -10 16 -12 -13 26 14 -16 -17 17 22 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30
leaf_value=0.00093237852523826476 0.0011071974453742677 0.0020450561355588016 0.0026038900312463607 0.0025166985477537564 0.0013107721798939005 0.00019161608855550785 0.0023666597348993923 0.0012714369123378146 0.0017183819972276298 0.0029781651272260475 0.0022919906859986284 0.0011046127229412542 0.0026584540735308643 0.0020852035837176106 0.0028170849544554345 0.0033517585638123543 0.0021670618065329503 0.0027590332306539553 0.0021140443208673499 0.002575248660341358 0.0029949493776145098 0.0029215362151196636 0.0022265416315321355 0.00085666272782382465 0.0025644622602754531 0.0025399962368932768 0.0029845543669191838 0.0025508803200453051 0.00290936317708525
leaf_weight=85 55 70 78 60 55 65 81 52 82 84 53 80 83 57 83 52 93 134 93 231 70 679 59 57 66 168 55 57 58
leaf_count=85 55 70 78 60 55 65 81 52 82 84 53 80 83 57 83 52 93 134 93 231 70 679 59 57 66 168 55 57 58
internal_value=0 0.00249983 0.00195978 0.00267474 0.00235363 0.0010029 0.00185754 0.0015002 0.0013185 0.00273169 0.0017392 0.00154368 0.00253916 0.00281363 0.00251932 0.00285134 0.00259124 0.00248771 0.00233766 0.00282629 0.00267295 0.00288871 0.00257023 0.00105481 0.0027685 0.00263728 0.00278864 0.00283602 0.00273194
internal_weight=0 2763 676 2087 364 232 136 312 167 1951 203 150 309 1232 140 1092 719 454 171 1040 301 739 361 109 265 302 138 199 115
internal_count=2995 2763 676 2087 364 232 136 312 167 1951 203 150 309 1232 140 1092 719 454 171 1040 301 739 361 109 265 302 138 199 115
is_linear=0
shrinkage=0.00276112


Tree=2516
num_leaves=17
num_cat=0
split_feature=2 2 13 151 13 159 157 158 1211 47 4 474 482 39 160 4
split_gain=2.30134 1.48223 2.22292 1.83327 1.42985 1.31451 1.80093 1.26464 1.03953 0.8984 0.812333 0.804752 0.822583 0.700059 0.669871 0.642524
threshold=-1.0000000180025095e-35 0.099845000000000003 0.17226500000000003 -0.081519999999999981 -0.006154999999999999 0.11073500000000001 -0.061169999999999995 -0.45783499999999994 0.11367500000000001 0.078345000000000012 0.41165000000000002 -0.029314999999999997 0.089950000000000016 0.083055000000000018 -0.53492499999999987 0.41248000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 3 -3 15 6 -5 -2 11 10 -8 -9 13 14 -13 -1
right_child=1 2 -4 5 -6 -7 9 8 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.00082895699403861655 -0.0013335933810391049 0.0029402507429155756 -0.0024934932759000891 -0.0023471878797240542 -0.003028846206496408 0.0027155409854868894 0.0011970789939004137 0.0036324500994615438 -0.0010297762825514361 -0.0013458488254969832 -0.00052457631473756578 -0.0001766105099907488 -0.00054496920075978832 0.0034395860205125484 0.0015135707806659307 0.0015452769904287771
leaf_weight=88 53 102 72 78 64 69 360 53 52 70 111 76 63 56 1569 59
leaf_count=88 53 102 72 78 64 69 360 53 52 70 111 76 63 56 1569 59
internal_value=0 0.00107419 0.000467286 0.000737368 -0.000832337 0.000410504 0.000153258 0.00134629 0.00142238 0.000514113 0.00079094 0.00149267 0.00142827 0.00150146 0.00143537 0.000122688
internal_weight=0 2784 862 790 211 688 619 1922 1869 541 471 1817 1764 1701 1645 147
internal_count=2995 2784 862 790 211 688 619 1922 1869 541 471 1817 1764 1701 1645 147
is_linear=0
shrinkage=0.0176051


Tree=2517
num_leaves=31
num_cat=0
split_feature=1 1 12 1 151 47 0 4 1 160 12 14 10 16 12 4 158 51 483 0 13 13 12 4 15 0 0 42 0 42
split_gain=144.003 25.9103 17.6913 10.9481 7.23162 6.9386 6.31986 5.08633 3.84745 4.39669 3.03839 2.94512 2.81445 2.44825 2.15302 1.52765 2.47112 1.60161 1.68491 1.44679 1.27296 1.22974 1.75011 1.18251 1.57404 1.48693 1.13349 1.09931 0.667938 0.580348
threshold=0.10404000000000001 0.13074500000000003 0.085075000000000026 0.090540000000000023 -0.08095999999999999 0.085585000000000008 -0.07002499999999999 -0.036839999999999991 0.081720000000000015 -0.060659999999999992 0.085465000000000013 0.064610000000000015 -0.010699999999999999 -0.38959499999999997 0.098785000000000012 0.046185000000000004 0.078875000000000015 0.0064150000000000014 0.089065000000000019 -0.09300499999999999 -0.077614999999999976 0.0051600000000000005 0.09358000000000001 0.056815000000000011 -0.13843999999999998 -0.12259499999999998 -0.095724999999999991 0.086745000000000003 -0.071749999999999994 0.086855000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 23 6 -5 12 11 -4 9 -8 -6 15 -3 -14 -9 17 29 18 26 -19 -12 22 -11 25 -25 -2 -1 -21 -22 -17
right_child=1 5 7 4 10 -7 8 14 -10 21 20 -13 13 -15 -16 16 -18 19 -20 27 28 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0036873743082747545 0.0011948434885709143 0.00028066625781723745 0.0035249801418566202 0.0019399858286462553 0.0025010897901655491 0.0019057207687788718 0.0020903998865312531 0.0028683518317250373 0.0035636912321683717 0.0034691439865329765 0.0033611191975193629 0.0038165014232512174 0.00068623486696486587 0.0014167950885270158 0.0021204549689331003 0.0026198461527619341 0.0034511420209451071 0.002720513718832287 0.0029404837523218522 0.0034362042093030762 0.0028002342036722765 0.0026775638667302687 0.0028532410929921113 0.0016427848497099511 0.0022235161147458244 0.0018103238388465089 0.0033626985445109865 0.0029432105601226227 0.0031744023946794859 0.0030083906088890456
leaf_weight=88 59 55 53 67 93 53 55 59 55 57 80 83 77 60 55 58 74 55 66 86 99 81 86 90 56 57 966 56 57 59
leaf_count=88 59 55 53 67 93 53 55 59 55 57 80 83 77 60 55 58 74 55 66 86 99 81 86 90 56 57 966 56 57 59
internal_value=0 0.00174082 0.00214197 0.00316228 0.00275189 0.00103826 0.00324669 0.00283078 0.00290746 0.002778 0.00291715 0.00331788 0.000798658 0.0010064 0.00250778 0.00329042 0.00306224 0.00332349 0.00336338 0.00309655 0.00308098 0.0029467 0.00309894 0.00170282 0.00186573 0.00149753 0.00338983 0.00324199 0.00293713 0.00281603
internal_weight=0 674 429 2321 396 245 1925 167 334 279 329 1591 192 137 114 1508 191 1317 1120 197 236 224 143 262 146 116 1054 142 156 117
internal_count=2995 674 429 2321 396 245 1925 167 334 279 329 1591 192 137 114 1508 191 1317 1120 197 236 224 143 262 146 116 1054 142 156 117
is_linear=0
shrinkage=0.00270699


Tree=2518
num_leaves=18
num_cat=0
split_feature=15 123 3 15 15 130 3 15 15 159 0 0 15 3 15 0 42
split_gain=73.7275 31.6187 23.3538 5.01572 5.99289 5.73572 5.72873 5.23865 4.96076 3.6329 3.15497 4.80011 2.32479 2.15916 1.92943 1.83736 1.62812
threshold=-0.26361999999999991 1.0000000180025095e-35 0.11391500000000002 0.025430000000000005 -0.19153499999999998 -0.037219999999999996 -0.15288999999999997 0.13592500000000005 -0.43091499999999999 0.10610000000000001 -0.10298499999999998 -0.078244999999999995 -0.10566999999999999 -0.063889999999999988 -0.084904999999999994 -0.10934999999999999 -0.004089999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 -6 -5 13 9 -1 12 -12 -7 16 -3 -4 -8
right_child=1 14 15 6 5 10 7 -9 -10 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=0.0010551754069903819 0.0029723604903536399 0.0012681887749552731 0.00088260023816567413 0.0032561537402424163 0.0011858469122611457 0.002171121299358729 0.0024802081633840127 0.0014851415861509849 -0.00017283555426574859 0.0002215444729224254 0.0023487751249085149 0.0019690159790453398 0.0015659124039033216 0.0029277698218854861 0.00069519707187815018 0.0015245711287453975 0.0022446936962455997
leaf_weight=101 61 88 96 54 52 81 400 53 65 66 590 448 122 52 92 53 521
leaf_count=101 61 88 96 54 52 81 400 53 65 66 590 448 122 52 92 53 521
internal_value=0 0.00209469 0.00217268 0.00223765 0.0021255 0.00208552 0.00237822 0.00233198 0.000473967 0.000725893 0.0021232 0.0021849 0.00180754 0.00237808 0.00097549 0.00111115 0.00234701
internal_weight=0 2763 2583 2434 1354 1293 1080 1026 232 167 1241 1038 203 973 180 149 921
internal_count=2995 2763 2583 2434 1354 1293 1080 1026 232 167 1241 1038 203 973 180 149 921
is_linear=0
shrinkage=0.00276112


Tree=2519
num_leaves=18
num_cat=0
split_feature=9 2 2 12 12 47 47 1212 43 402 158 2 157 1429 42 42 47
split_gain=2.07825 1.29333 1.25413 2.57267 1.8312 1.16338 1.09652 1.05464 0.864614 1.12138 0.862135 0.812716 0.711782 0.523973 0.744004 0.322634 0.171501
threshold=-1.0000000180025095e-35 0.099845000000000003 -0.0098549999999999974 0.084775000000000003 -0.014854999999999998 0.078345000000000012 0.09550500000000002 0.11517500000000001 -0.16130499999999998 0.024060000000000002 -0.11929999999999998 0.084145000000000011 -0.077654999999999988 0.056450000000000007 0.087765000000000024 0.088875000000000023 0.10664500000000002
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 -4 8 7 10 -3 12 -6 -12 -10 14 -14 16 -8
right_child=1 5 4 -5 6 -7 15 -9 9 -11 11 -13 13 -15 -16 -17 -18
leaf_value=-0.0013312612207184576 -0.0024809698750561018 -0.0010032306658504229 0.0049020625927317305 0.0030813982241188523 -0.00033047797718073967 -0.0011274073058673032 0.00026222359601814831 -0.00060311942728266037 -0.00028841449608290427 -0.0011645802575977219 0.0027256508295073222 0.0017670826667490638 0.0010458613648750901 0.0035532858248721161 0.0026079602801851306 -0.0005398770850560126 0.0017724296051140431
leaf_weight=101 72 66 68 52 57 98 54 60 70 62 459 1080 339 53 165 83 56
leaf_count=101 72 66 68 52 57 98 54 60 70 62 459 1080 339 53 165 83 56
internal_value=0 0.00144856 0.00170909 -0.000146723 0.00182924 0.000824954 0.00171612 0.00187457 0.00107864 0.00127836 0.00196785 0.0020531 0.00152025 0.00174792 0.00155767 0.000355473 0.00103291
internal_weight=0 2894 2041 124 1917 853 1849 1656 755 689 1596 1539 627 557 504 193 110
internal_count=2995 2894 2041 124 1917 853 1849 1656 755 689 1596 1539 627 557 504 193 110
is_linear=0
shrinkage=0.0190563


Tree=2520
num_leaves=21
num_cat=0
split_feature=4 150 0 39 15 0 4 0 4 0 0 0 4 16 4 157 39 150 15 49
split_gain=80.3422 14.263 9.2741 8.11402 7.61321 6.75448 4.40974 3.49117 3.86511 3.7805 3.0318 2.63496 4.37126 2.09909 2.04239 1.66145 1.48735 1.30839 1.05685 0.438334
threshold=0.31392000000000003 0.082085000000000019 -0.11327499999999999 0.0047850000000000011 -0.43091499999999999 -0.076589999999999978 0.51395000000000002 -0.14920999999999998 0.020110000000000006 -0.10114999999999998 -0.10147999999999999 -0.079249999999999987 -0.47860499999999995 -0.40430999999999989 1.0000000180025095e-35 -0.091004999999999989 0.10705500000000003 0.10233000000000002 -0.052984999999999997 0.092020000000000005
decision_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 17 -2 14 9 -9 -6 15 -13 -10 -1 -11 -5 -4 19 -15
right_child=4 2 5 16 10 -7 -8 8 13 11 -12 12 -14 18 -16 -17 -18 -19 -20 -21
leaf_value=0.0030563720064501303 0.0023468779043813079 0.0014390429438324885 0.0033239648658573238 0.0024006171234268333 0.0011212663515454044 0.0018889458929342775 0.0012695073669674204 0.0021985453343218212 0.0030193884181262784 0.0025374471346270404 0.00030729508472050542 0.0033046200822879853 0.0026951869086932695 0.0026733498201233228 0.003825804891719603 0.0030847663868465453 0.0017511340517429566 0.0027122669103055775 0.0020442354352094919 0.0023669497194749476
leaf_weight=72 54 101 54 82 85 87 92 61 69 53 79 131 545 95 55 948 52 77 52 80
leaf_count=72 54 101 54 82 85 87 92 61 69 53 79 131 545 95 55 948 52 77 52 80
internal_value=0 0.00278103 0.00218845 0.00286339 0.00117163 0.00253551 0.00166821 0.00290768 0.00287756 0.00293145 0.000729365 0.00295809 0.00281333 0.00256101 0.00338984 0.00305582 0.00214882 0.00296466 0.00242153 0.00253346
internal_weight=0 2614 319 2295 310 218 146 2161 2034 1738 164 1677 676 296 127 1001 134 131 227 175
internal_count=2924 2614 319 2295 310 218 146 2161 2034 1738 164 1677 676 296 127 1001 134 131 227 175
is_linear=0
shrinkage=0.00298873


Tree=2521
num_leaves=26
num_cat=0
split_feature=4 12 13 150 12 2 156 157 4 4 2 49 2 4 2 4 4 4 403 11 483 2 157 133 12
split_gain=92.4127 29.3378 16.5352 9.2086 6.22621 5.53545 4.4633 3.32226 3.15669 5.83299 3.68318 2.94466 2.29893 3.37503 2.24344 1.95488 1.61232 1.67577 1.36748 1.36316 1.2133 0.885609 1.5397 1.3882 0.458141
threshold=0.31392000000000003 0.056995000000000011 -0.27740999999999993 1.0000000180025095e-35 0.091290000000000024 0.14019000000000004 0.091385000000000008 -0.059399999999999988 -0.17568999999999999 -0.00076499999999999995 0.092250000000000013 -0.082254999999999981 0.10085000000000001 -0.14088999999999999 0.123795 0.04105000000000001 0.41823000000000005 0.51292000000000015 0.058485000000000009 1.0000000180025095e-35 -0.095084999999999989 0.088105000000000003 -0.00052499999999999986 0.083645000000000011 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 12 16 8 -6 -4 -10 -11 -5 13 -3 15 18 -2 -18 19 -9 -15 22 -22 -23 -17
right_child=5 4 3 11 7 -7 -8 14 9 10 -12 -13 -14 20 -16 24 17 -19 -20 -21 21 23 -24 -25 -26
leaf_value=0.00089795027746905425 0.0009118423960373191 0.0038906881142869842 0.0031791728008995516 0.0021786294759155774 0.0022538431341771917 0.00037635735266119513 0.0034373519956093141 0.0029719020449060331 0.0017842699947780477 0.0033570428577338772 0.0022925723439986352 0.001292468682395043 0.0025365759554728039 0.003562312859466633 0.0022322061790109337 0.0027955131314818804 0.001809278550231394 0.0011717743067225686 0.0026242952620474736 0.0034683516732155039 0.0028351282367661333 0.002636837139666406 0.0032035423981536561 0.0031164190935330503 0.0024389697869383153
leaf_weight=80 71 55 53 71 99 84 59 453 96 57 65 69 60 54 52 56 72 83 93 59 129 95 625 142 92
leaf_count=80 71 55 53 71 99 84 59 453 96 57 65 69 60 54 52 56 72 83 93 59 129 95 625 142 92
internal_value=0 0.00280565 0.00217979 0.00239791 0.00297241 0.00104509 0.00267603 0.00278241 0.00251016 0.00234736 0.00279017 0.00174211 0.00312045 0.00315227 0.00284737 0.00288981 0.0012935 0.00146812 0.00296699 0.00302917 0.00311337 0.00308887 0.00314055 0.00292432 0.0025741
internal_weight=0 2614 550 470 2064 310 330 904 271 218 122 140 1160 1100 805 753 226 155 605 512 1045 991 754 237 148
internal_count=2924 2614 550 470 2064 310 330 904 271 218 122 140 1160 1100 805 753 226 155 605 512 1045 991 754 237 148
is_linear=0
shrinkage=0.0030485


Tree=2522
num_leaves=35
num_cat=0
split_feature=1 2 51 2 1 51 2 12 13 42 2 12 11 483 160 43 43 47 50 48 42 49 43 2 1213 2 2 12 13 483 1 43 12 43
split_gain=1.92868 1.72435 2.47374 2.05911 3.51407 2.69444 1.45051 1.53472 1.28052 0.983854 0.883141 0.843632 1.47219 1.06426 0.930273 0.786123 1.13946 0.708817 1.09051 0.69951 0.69193 0.798592 0.620315 0.8838 0.507446 0.489073 0.556087 0.427426 0.413941 0.398584 0.385423 0.253662 0.83001 0.229037
threshold=0.085720000000000005 0.086115000000000011 0.10532000000000001 0.10697500000000001 0.12019000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.086365000000000011 -0.24426999999999996 1.0000000180025095e-35 -0.10238999999999998 0.093065000000000009 1.0000000180025095e-35 0.096520000000000009 -0.15323999999999996 0.034420000000000006 0.10751000000000001 0.088495000000000004 0.089280000000000012 0.088085000000000011 0.083825000000000024 -0.0073549999999999996 -0.0018599999999999999 0.083525000000000002 -1.0000000180025095e-35 0.098655000000000007 0.11297 0.098085000000000019 -0.076614999999999975 -0.0064649999999999994 1.0000000180025095e-35 -0.040494999999999996 0.092395000000000019 -0.077449999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 6 3 5 20 -3 9 -8 -6 10 -2 12 13 15 -13 22 -17 18 28 24 21 -5 23 -1 -16 27 -27 -26 -9 -25 -24 -20 -33 -19
right_child=1 2 -4 4 8 -7 7 17 -10 -11 -12 14 -14 -15 19 16 -18 33 31 -21 -22 -23 30 29 25 26 -28 -29 -30 -31 -32 32 -34 -35
leaf_value=0.00022504120804112585 -0.0017108944999409128 0.0012432125672668735 0.0030099952009590781 0.001093564322594993 0.00077003834999948037 -0.0031315654419361997 0.0047437420590115079 0.002626612242905091 -0.0023916157117779648 0.0021581627809921641 0.00094835887055441269 -0.0003014063421299402 0.0046645729021267271 -3.5706152576184082e-05 0.0026625108378174399 -0.00081594328226068256 0.0022571265869520099 9.1104448615782828e-05 0.00053517780472969614 0.0034686416854308741 0.00054109599549569435 0.0035972262950938116 0.0026604527222524135 0.0034838892446112887 0.0026883697856194769 -0.00075872265652587802 0.001403771256684267 0.00071768026344277373 0.0044693396451273805 0.002222649942082937 0.0044486046231683677 0.00058349935125514641 0.0033219604786195551 0.0014746225845227573
leaf_weight=56 61 60 89 52 55 98 55 80 88 66 72 72 62 59 69 53 80 59 57 52 52 97 78 74 67 60 66 52 55 686 55 63 55 69
leaf_count=56 61 60 89 52 55 98 55 80 88 66 72 72 62 59 69 53 80 59 57 52 52 97 78 74 67 60 66 52 55 686 55 63 55 69
internal_value=0 0.00115651 0.000510885 6.74698e-05 0.000773751 -0.00146916 0.00170765 0.00218086 -0.00117438 0.000534452 -0.000269993 0.00199873 0.00222149 0.00208859 0.00138652 0.00220458 0.00103121 0.00185863 0.00227939 0.00171904 0.0021606 0.00272463 0.00236884 0.00220036 0.00142875 0.00108057 0.000372634 0.00182869 0.00337864 0.00234568 0.00340122 0.0014304 0.00186137 0.000838264
internal_weight=0 1283 591 502 344 158 692 493 143 199 133 1641 1203 1141 438 1082 133 438 310 366 201 149 949 816 314 245 126 119 135 760 133 175 118 128
internal_count=2924 1283 591 502 344 158 692 493 143 199 133 1641 1203 1141 438 1082 133 438 310 366 201 149 949 816 314 245 126 119 135 760 133 175 118 128
is_linear=0
shrinkage=0.0162644


Tree=2523
num_leaves=20
num_cat=0
split_feature=3 4 4 0 457 3 0 15 15 16 0 11 2 4 0 16 3 2 0
split_gain=2.15785 0.962354 1.22636 1.20964 1.13724 1.41913 1.71665 0.982839 1.11975 0.693312 1.00794 3.12484 2.0714 0.811736 1.85569 1.20793 0.65657 0.390103 0.215719
threshold=0.3148450000000001 0.31392000000000003 0.41823000000000005 -0.07106999999999998 0.079020000000000021 0.09722500000000002 -0.13843999999999998 -0.091664999999999983 -0.0073449999999999991 -0.38959499999999997 -0.10594499999999998 1.0000000180025095e-35 0.089545000000000013 0.053925000000000008 -0.09712999999999998 0.51165500000000008 0.42240500000000009 0.097845000000000015 -0.085674999999999987
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 9 -7 -6 18 17 11 12 -11 14 -12 -15 -2 -1 -9
right_child=16 2 3 -5 7 6 -8 8 -10 10 13 -13 -14 15 -16 -17 -18 -19 -20
leaf_value=0.0020141355137146613 -0.0023263493886761842 -0.0012908386379501323 0.0027196614118507301 -0.00023043111111470242 -0.0014792276081231665 0.0058116793737978869 0.0018032734431481427 0.0029152489127701057 -0.00094242244189924891 0.0010091500644448656 0.0049661495777002657 0.0035821999984427836 -0.0037493013999920217 -0.00060581995781646498 0.0016848456026570529 0.002416438783159541 0.00036320152144931787 0.0039846456495934912 0.0013988082719759824
leaf_weight=67 53 78 88 78 58 55 76 52 53 53 53 56 56 105 1708 63 55 55 62
leaf_count=67 53 78 88 78 58 55 76 52 53 53 53 56 56 105 1708 63 55 55 62
internal_value=0 0.00153006 0.000493044 0.00133236 0.00162836 0.00174076 0.0034876 0.000455072 0.00112797 0.00163742 0.00156354 0.000267438 -0.00143387 0.0016743 0.00178371 0.00052643 -0.000954965 0.00290399 0.00209213
internal_weight=0 2816 244 166 2572 2347 131 225 167 2216 2094 165 109 1929 1761 168 108 122 114
internal_count=2924 2816 244 166 2572 2347 131 225 167 2216 2094 165 109 1929 1761 168 108 122 114
is_linear=0
shrinkage=0.0172599


Tree=2524
num_leaves=33
num_cat=0
split_feature=1 52 2 2 0 1 2 15 0 52 2 1 16 16 0 52 15 133 15 2 151 15 16 133 133 160 0 48 2 13 133 160
split_gain=88.7307 12.2734 10.8342 8.24478 8.22915 7.89789 3.73515 2.96772 4.6929 2.43685 2.13875 4.08025 1.72784 1.62681 4.00678 1.81813 1.6039 1.40268 1.38134 1.01536 1.23691 0.979476 0.96707 0.836668 1.03666 0.690078 0.601942 0.541258 0.538856 0.5109 0.369238 0.286903
threshold=0.10921500000000002 -0.24841999999999997 0.10060500000000001 -1.0000000180025095e-35 -0.13165999999999997 0.13074500000000003 1.0000000180025095e-35 0.039965000000000007 -0.14534499999999997 0.056265000000000009 0.08895500000000002 0.08776500000000001 -0.13895999999999997 0.52477000000000007 -0.032274999999999991 0.024870000000000003 -0.2987999999999999 0.031880000000000012 -0.085999999999999979 0.088065000000000018 -0.0056149999999999993 0.091490000000000016 0.064455000000000012 0.089755000000000015 -0.013084999999999998 -0.015684999999999994 -0.070304999999999992 0.094910000000000008 0.10697500000000001 -0.089024999999999979 0.41616500000000006 -0.013164999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 6 -3 10 -9 16 12 17 -5 14 15 26 -7 18 -12 20 -14 25 -19 24 -23 -10 -6 31 -17 -27 -25 -8
right_child=1 5 4 7 13 9 27 8 21 -11 11 -13 19 -15 -16 28 -18 22 -20 -21 -22 23 -24 30 -26 29 -28 -29 -30 -31 -32 -33
leaf_value=0.0020516558808157826 0.0028304489092136646 0.0021252587044210684 0.0016247571138222855 0.0034458011953673647 0.0022082095731912488 0.00045633932655796914 0.0013667757450958559 0.0038487298334220193 0.0034069592008468142 0.001432043394331206 0.0028701746844307175 0.0019079816135853789 0.0030354125522092535 0.0030125612164428901 0.0018343158237552463 0.0031322068605986217 0.0010462035653033708 0.0031411281785050774 0.0023350066774753021 0.0032828698617517454 0.0026938013640221258 0.0027198282716520894 0.0026562604371342027 0.0024949770554595794 0.0031804245970203774 0.0028452088539592094 0.0026017755006444996 0.001167744951205144 0.0027527548708206422 0.003093358923433407 0.0028402692771996329 0.0016710467250910818
leaf_weight=92 53 102 91 56 62 82 52 62 53 61 82 53 163 69 61 55 77 109 86 52 214 71 54 55 108 90 77 54 85 427 57 59
leaf_count=92 53 102 91 56 62 82 52 62 53 61 82 53 163 69 61 55 77 109 86 52 214 71 54 55 108 90 77 54 85 427 57 59
internal_value=0 0.00149086 0.00280641 0.00290825 0.0024226 0.00134501 0.00168387 0.00295221 0.00306832 0.000933612 0.00282886 0.00266467 0.00295879 0.00260004 0.00251623 0.00266522 0.000742194 0.00278574 0.00259641 0.00289515 0.00284158 0.00301208 0.00298069 0.00287219 0.0029979 0.00308345 0.00242645 0.00141082 0.00290205 0.00305022 0.00267099 0.00152879
internal_weight=0 540 2384 1884 500 487 267 1792 923 220 869 384 485 409 340 279 159 331 168 429 377 861 163 291 179 570 139 165 140 517 112 111
internal_count=2924 540 2384 1884 500 487 267 1792 923 220 869 384 485 409 340 279 159 331 168 429 377 861 163 291 179 570 139 165 140 517 112 111
is_linear=0
shrinkage=0.00293013


Tree=2525
num_leaves=20
num_cat=0
split_feature=4 3 40 10 3 0 2 3 0 4 0 2 3 0 4 2 0 0 2
split_gain=81.6383 32.1899 18.0986 4.99471 4.79343 5.36973 4.38526 3.83437 3.06326 7.94404 8.46221 4.20588 3.73798 3.24664 2.09819 1.75882 1.25621 1.06074 0.919878
threshold=0.31392000000000003 0.28833000000000003 -0.034699999999999988 -1.0000000180025095e-35 0.143375 -0.105195 0.13388500000000003 -0.010434999999999998 -0.075914999999999996 -0.17568999999999999 -0.046614999999999997 0.10656 0.088880000000000015 -0.15753999999999999 -0.012384999999999998 0.098500000000000018 0.12390500000000002 -0.011064999999999998 0.094985000000000014
decision_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 8 17 11 15 14 12 13 -4 -11 -10 -17 -7 -5
right_child=4 -3 6 18 -6 7 -8 -9 9 10 -12 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=0.0011826547228247907 0.0018747459489621761 0.00073799740084324131 0.0035981801550271694 0.002449391332237916 0.00056526167143901979 0.0010810625291519469 0.0020408551048439602 0.00044960531480314639 0.0034388273998349605 0.0027040326689240649 0.0013489439605539339 0.0021593838812142014 0.0022610423841856525 0.0028864969356142555 0.0022660379315919002 0.0031779690423035579 0.0025707229114602373 0.0016499823801921186 0.0019850004317818804
leaf_weight=57 101 68 53 57 77 53 64 56 77 264 52 67 74 1498 131 56 54 52 87
leaf_count=57 101 68 53 57 77 53 64 56 77 264 52 67 74 1498 131 56 54 52 87
internal_value=0 0.00265139 0.0027016 0.00188946 0.00118368 0.00136532 0.00276988 0.00104555 0.00278993 0.00262238 0.00241817 0.0028527 0.00288126 0.00291084 0.00255885 0.00311035 0.00288014 0.0013631 0.00216903
internal_weight=0 2659 2591 201 339 262 2390 161 2326 634 447 1692 1625 1551 395 187 110 105 144
internal_count=2998 2659 2591 201 339 262 2390 161 2326 634 447 1692 1625 1551 395 187 110 105 144
is_linear=0
shrinkage=0.00281635


Tree=2526
num_leaves=34
num_cat=0
split_feature=1 4 150 1 1 4 15 15 15 0 40 150 4 0 1446 4 4 4 4 42 0 15 50 159 159 52 0 0 0 1 15 0 52
split_gain=50.6467 7.70742 5.59675 5.22112 5.09704 4.67195 4.15659 6.31592 2.93385 1.61185 1.40976 1.50238 1.0424 1.37302 1.29433 1.80827 2.13735 1.27938 1.25897 2.01836 1.71868 1.25813 1.00516 0.947915 0.758112 0.73352 0.678574 0.669738 0.517774 0.484776 0.413948 0.403022 0.261643
threshold=0.10910500000000002 0.44128500000000004 0.084800000000000014 0.090740000000000015 0.12448500000000001 -0.17006499999999999 0.087450000000000014 -0.020389999999999995 -0.43091499999999999 -0.108275 -0.071054999999999993 0.082085000000000019 0.024470000000000002 -0.085674999999999987 0.085640000000000008 -0.50231999999999988 -0.088484999999999994 0.055765000000000002 -0.082199999999999981 0.085790000000000019 -0.12368999999999998 0.084100000000000022 0.10861000000000003 0.0043550000000000004 0.10575500000000002 -0.057374999999999995 -0.11825999999999999 -0.095909999999999981 -0.077104999999999993 0.13662500000000002 -0.10981499999999998 -0.067434999999999981 -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
left_child=3 2 4 12 9 -5 7 10 24 -2 -7 -12 13 18 15 -15 31 -14 19 21 -20 -1 30 -18 -3 -4 -19 -28 -8 -6 -22 -17 -29
right_child=1 8 25 5 29 6 28 -9 -10 -11 11 -13 17 14 -16 16 23 26 20 -21 22 -23 -24 -25 -26 -27 27 32 -30 -31 -32 -33 -34
leaf_value=0.0022891201679878853 0.0013134714767904284 0.00085628553034750282 0.00082808125219974301 0.0021669826240617476 0.0011033681908854068 0.0010953014536369569 0.0019902282371249895 0.00042772122559886386 -7.1384869828441608e-05 0.00192289390062059 0.0017948192788498892 0.001253948480157571 0.0013602325516003622 0.0023190005890730697 0.0014933072726660578 0.001635828518864962 0.0018546626876042923 0.0020853260732492593 0.0014803636144795471 0.002610150321615632 0.0018650548621578342 0.0016945566286359305 0.0016972292028645684 0.0022090964065574182 0.00044915902154494088 0.00037562082551582959 0.0015200742382906847 0.002000641614883677 0.0016638088904450373 0.00073505913930102366 0.0021072611860954923 0.0012937105589131406 0.0017251356808807017
leaf_weight=53 53 75 56 82 52 61 71 57 58 90 103 64 60 63 78 55 669 55 58 61 71 57 74 64 66 54 71 57 82 59 262 53 54
leaf_count=53 53 75 56 82 52 61 71 57 58 90 103 64 60 63 78 55 669 55 58 61 71 57 74 64 66 54 71 57 82 59 262 53 54
internal_value=0 0.000888058 0.00112698 0.00180708 0.00135239 0.00156139 0.00144794 0.00125053 0.000450882 0.00169723 0.0014561 0.00158772 0.00187379 0.00190156 0.00183647 0.00186604 0.00183208 0.00172237 0.00200202 0.0022058 0.00192702 0.0019813 0.0019906 0.00188565 0.000665925 0.000606232 0.00181393 0.00173175 0.00181548 0.000907866 0.00205571 0.00146821 0.00186688
internal_weight=0 563 364 2435 254 520 438 285 199 143 228 167 1915 1618 982 904 841 297 636 171 465 110 407 733 141 110 237 182 153 111 333 108 111
internal_count=2998 563 364 2435 254 520 438 285 199 143 228 167 1915 1618 982 904 841 297 636 171 465 110 407 733 141 110 237 182 153 111 333 108 111
is_linear=0
shrinkage=0.00276112


Tree=2527
num_leaves=27
num_cat=0
split_feature=1 10 3 484 47 1 1 0 52 15 1 3 3 52 52 15 1 3 3 52 1 3 1 3 4 0
split_gain=3.80987 1.59845 0.887448 2.00797 1.56052 1.34105 1.67359 1.15548 1.09846 1.53917 1.31126 1.0307 1.39463 1.24785 1.76649 0.95892 0.813435 0.783651 1.02339 0.730274 0.601197 0.825593 0.284161 0.255171 0.354836 0.10736
threshold=0.12072500000000001 -0.063134999999999983 -0.092319999999999985 0.041405000000000004 0.079525000000000012 0.10921500000000002 0.11477000000000001 -0.23395499999999997 -0.41694999999999993 0.062230000000000008 0.081315000000000012 -0.081184999999999993 -0.082004999999999981 -0.082384999999999986 -0.052874999999999991 -0.079149999999999984 0.091395000000000018 -0.005644999999999999 0.12955000000000003 -0.15365999999999999 0.089075000000000015 -0.083674999999999986 0.13216000000000003 -0.11749 -0.088484999999999994 -0.11471499999999998
decision_type=2 2 2 2 2 2 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 8 7 -7 -4 -1 10 -10 12 20 15 -15 -13 -16 22 -19 -17 21 -9 -3 -11 -25 -20
right_child=1 17 5 -5 -6 6 -8 11 9 23 -12 13 -14 14 16 19 -18 18 25 -21 -22 -23 -24 24 -26 -27
leaf_value=0.0037219055296110535 -0.0029446476693380259 0.00087589707653674986 0.0053198077382983844 -0.0015710269632470354 0.0048673987308616431 -0.0012692762513975835 0.0026414708345983274 0.0028869606981293096 0.0013879742095484749 0.0031980843344620066 -0.0023436511054651934 0.0047930068178935765 0.0052004980871796381 -0.0016464596845588947 0.0022888511662284968 0.0012091107812063088 0.00076535936875877261 -0.0023458418944734666 0.00028071009925749267 0.0038171560659681675 0.0043900828356914379 0.0012476597830003691 0.002917566008197793 0.0004744209751234332 0.002774753576401705 0.0015605962556593867
leaf_weight=72 61 53 57 73 63 85 87 499 74 70 74 97 98 59 563 99 183 59 52 74 73 160 55 52 54 52
leaf_count=72 61 53 57 73 63 85 87 499 74 70 74 97 98 59 563 99 183 59 52 74 73 160 55 52 54 52
internal_value=0 -4.44476e-05 0.00220715 0.00148163 0.00196759 0.00238792 0.000707604 0.00253512 0.00150572 0.00101258 -0.000476408 0.00245169 0.00297708 0.00204583 0.00165409 0.00321302 0.00191541 0.000607584 -0.000259101 0.00232591 0.00267912 0.00248927 0.0019176 0.00226589 0.00164829 0.000922688
internal_weight=0 332 2666 532 459 2134 172 1962 396 324 148 1905 830 1075 805 270 746 271 163 173 732 659 108 176 106 104
internal_count=2998 332 2666 532 459 2134 172 1962 396 324 148 1905 830 1075 805 270 746 271 163 173 732 659 108 176 106 104
is_linear=0
shrinkage=0.0198262


Tree=2528
num_leaves=11
num_cat=0
split_feature=3 124 1348 48 13 16 15 16 482 157
split_gain=2.9901 1.28837 1.15273 0.927466 0.893103 0.802182 1.12793 1.82213 0.806714 0.670538
threshold=0.3148450000000001 0.091025000000000009 0.084895000000000012 -0.087924999999999989 -0.49895999999999996 -0.53592999999999991 -0.42075999999999997 -0.42170999999999997 0.11524000000000002 -0.38987999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -5 7 -7 9 -8
right_child=4 -3 -4 5 -6 6 8 -9 -10 -11
leaf_value=0.0040214928666029385 0.00018062502130107208 -0.0011878284367501041 -0.00084573094118806308 0.0034634602887323195 -0.0030974579020143149 0.0021609377556166725 0.003589432089141345 -0.0021600406768017234 0.0038889601824920609 0.0015813483246716067
leaf_weight=54 53 53 59 76 54 61 55 65 52 2416
leaf_count=54 53 53 59 76 54 61 55 65 52 2416
internal_value=0 0.00158406 0.00163589 0.00168865 -0.00147194 0.00164235 0.00159003 -6.6617e-05 0.00167284 0.00162612
internal_weight=0 2891 2838 2779 107 2725 2649 126 2523 2471
internal_count=2998 2891 2838 2779 107 2725 2649 126 2523 2471
is_linear=0
shrinkage=0.0179572


Tree=2529
num_leaves=17
num_cat=0
split_feature=9 9 9 1 41 124 4 1 159 4 16 400 4 130 43 1456
split_gain=2.30766 1.38035 2.03359 0.907083 1.55091 1.22879 1.13011 0.966241 0.696636 0.693007 0.672169 0.561019 1.06414 0.657765 0.517932 0.435864
threshold=-1.0000000180025095e-35 0.093040000000000012 1.0000000180025095e-35 0.10921500000000002 0.083270000000000011 -0.0031349999999999993 0.010535000000000001 0.11617500000000001 -0.084084999999999979 0.13995000000000002 0.0015850000000000003 -0.081699999999999981 -0.082619999999999985 -0.083579999999999988 -0.025879999999999997 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 8 -5 10 -8 14 -9 -7 12 -10 -13 15 -2
right_child=1 -3 -4 5 -6 6 7 9 11 -11 -12 13 -14 -15 -16 -17
leaf_value=-0.001916982281963746 0.0030710101917661866 -0.0020041817003762612 0.0057856357225563688 0.0032399116065758757 -0.0016689440823162904 0.0036937308634212855 -0.0033656782422601802 -0.0019190399129328519 0.0025293298692052775 0.00099865641271782769 0.00023647314016387284 0.0042872314374757725 -0.0017136189866799156 0.0017996233217311898 0.0047184979927381021 0.00067004038450360127
leaf_weight=96 146 52 63 81 64 59 56 63 58 128 58 57 65 1829 69 54
leaf_count=96 146 52 63 81 64 59 56 63 58 128 58 57 65 1829 69 54
internal_value=0 0.00167076 0.00173789 0.00164631 0.00182547 0.000702859 0.000137627 -0.000735018 0.00192375 3.5002e-05 0.00198195 0.00177772 0.000285145 0.00187493 0.00301343 0.00242396
internal_weight=0 2902 2850 2787 2342 445 364 247 2278 191 117 2009 123 1886 269 200
internal_count=2998 2902 2850 2787 2342 445 364 247 2278 191 117 2009 123 1886 269 200
is_linear=0
shrinkage=0.0227741


Tree=2530
num_leaves=25
num_cat=0
split_feature=3 3 15 2 2 151 2 124 12 3 3 150 15 12 39 48 3 15 12 3 12 133 133 1454
split_gain=55.6969 20.8753 17.9197 10.9049 8.65198 7.2282 5.9077 4.44006 4.33913 3.23014 4.56982 2.89929 2.52085 2.51987 2.06447 1.99142 1.90655 5.16072 2.17519 1.71938 2.00344 1.31632 1.06962 1.03031
threshold=-0.066229999999999997 0.28833000000000003 -0.38214499999999996 0.14290000000000003 0.123795 -0.024429999999999997 0.10573500000000001 -1.0000000180025095e-35 0.10830500000000001 -0.0024599999999999995 0.110335 0.097540000000000016 0.025430000000000005 -0.038859999999999992 0.089810000000000015 0.085395000000000013 -0.13392999999999997 1.0000000180025095e-35 0.093405000000000016 -0.10859999999999999 0.083785000000000012 -1.0000000180025095e-35 0.085515000000000022 0.083660000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 14 5 8 6 7 -4 11 12 15 16 21 -3 -2 -11 17 18 -1 -18 -21 -7 -13 -22
right_child=1 13 3 -5 -6 9 -8 -9 -10 10 -12 22 -14 -15 -16 -17 19 -19 -20 20 23 -23 -24 -25
leaf_value=0.0024934318692716845 0.0015159638190570186 0.0012118166733252886 0.0017172400019291171 0.0010781533795047357 0.0017652024080360691 0.0025047281885255119 0.0010875784175849331 0.002864986854867134 0.002150740232606346 0.0032979204764953347 0.0021837888427983783 0.0020848570580815798 0.0028866812987946248 0.00040991513207939333 0.00075411035915671847 0.0026156536941092704 0.0023520445504246995 0.0037425808853000322 0.0032023359836708784 0.0032938978779440257 0.0028467785977677605 0.0019544203694981462 0.0026642553850235499 0.0024727224637443881
leaf_weight=81 52 77 59 56 67 57 52 53 78 114 65 52 52 56 68 52 59 74 65 82 1347 100 55 65
leaf_count=81 52 77 59 56 67 57 52 53 78 114 65 52 52 56 68 52 59 74 65 82 1347 100 55 65
internal_value=0 0.00192673 0.00210613 0.00229183 0.00278151 0.00240431 0.00188888 0.00226064 0.00281627 0.00259635 0.0028311 0.00284387 0.00233675 0.000874405 0.0010845 0.00308438 0.00287167 0.00312333 0.00280925 0.00283599 0.00285509 0.00215441 0.00238297 0.00282958
internal_weight=0 913 780 660 2025 604 164 112 1958 440 231 1880 209 133 120 166 1773 220 146 1553 1494 157 107 1412
internal_count=2938 913 780 660 2025 604 164 112 1958 440 231 1880 209 133 120 166 1773 220 146 1553 1494 157 107 1412
is_linear=0
shrinkage=0.00287267


Tree=2531
num_leaves=14
num_cat=0
split_feature=2 15 149 15 160 15 39 39 0 0 2 15 0
split_gain=0.756771 1.76669 1.12374 1.05948 1.39256 0.754375 0.691282 1.63839 1.24221 2.41005 1.83322 0.759641 0.571007
threshold=0.14253500000000002 -0.040769999999999994 0.079475000000000004 -0.40166999999999992 -0.072489999999999985 -0.23043999999999995 0.088375000000000023 0.10096000000000001 0.10923000000000001 -0.0033699999999999993 0.10656 0.084630000000000025 -0.061674999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 4 -1 -5 8 -8 9 11 -10 -7 -2
right_child=1 -3 -4 5 -6 6 7 -9 10 -11 -12 -13 -14
leaf_value=0.0018065998789364428 0.0027260300788543011 -0.0026484446512365454 0.0037255341892650905 0.0034486621166179353 -0.0020408238542033484 0.0009893799166618368 0.0047079433591049602 0.0002545137697020007 0.0056048400165546585 -0.0021498199783511482 0.00070715871708337027 0.0016947033807045429 4.1285160483028995e-05
leaf_weight=59 57 56 68 60 74 1311 65 52 55 74 52 901 54
leaf_count=59 57 56 68 60 74 1311 65 52 55 74 52 901 54
internal_value=0 5.56899e-05 0.00135194 0.00129215 -0.000332572 0.00137631 0.0013267 0.00273035 0.00125798 0.00116576 0.00322652 0.00127677 0.00142173
internal_weight=0 167 2771 2703 133 2570 2510 117 2393 2286 107 2212 111
internal_count=2938 167 2771 2703 133 2570 2510 117 2393 2286 107 2212 111
is_linear=0
shrinkage=0.0186827


Tree=2532
num_leaves=32
num_cat=0
split_feature=4 3 3 43 3 52 52 3 51 0 4 3 0 52 16 3 4 16 160 15 0 15 4 4 50 4 0 0 0 3 50
split_gain=113.359 33.3764 14.1277 15.827 8.82095 5.94295 4.40765 4.26015 3.4299 3.362 5.15299 4.07184 3.33801 2.7193 1.65268 1.62315 2.21396 1.81152 1.34485 1.31358 2.53397 2.36552 0.965331 0.874567 1.01261 1.11293 0.655065 1.02853 0.621746 0.366678 0.101399
threshold=0.31392000000000003 -0.066229999999999997 0.28833000000000003 -0.035884999999999993 -0.082634999999999986 -0.046194999999999993 0.056265000000000009 0.31395500000000004 -0.093789999999999984 -0.079249999999999987 -0.46195999999999998 -0.11151499999999999 -0.17127999999999996 -0.087604999999999988 -0.015214999999999998 0.12478500000000002 -9.4999999999999992e-05 -0.024304999999999997 0.023210000000000005 -0.14051999999999998 -0.10071499999999999 0.084685000000000024 -0.013359999999999999 0.0060300000000000015 0.10861000000000003 -0.008114999999999999 -0.071749999999999994 -0.075134999999999993 -0.068669999999999995 -0.081864999999999979 0.11669000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 -2 13 7 12 -5 19 -11 -12 -6 -3 26 16 17 -10 -18 -1 21 -21 29 24 25 -22 27 -13 -24 -16 -26
right_child=4 2 -4 8 6 -7 -8 -9 15 10 11 14 -14 -15 22 -17 18 -19 -20 20 23 -23 28 -25 30 -27 -28 -29 -30 -31 -32
leaf_value=0.0031913161787155849 0.0016018329492814602 0.0015894417974650944 0.00072696040558461268 0.0030777775590929519 0.0011555656923157099 0.0021527244216202083 0.0012559602846041993 -0.00037490161090123782 0.0025540949732505958 0.0032670338356289102 0.0019250210840553038 0.0028703390202120382 0.00023637201240825828 0.00078085005595037425 0.0024263436448306399 0.0019325842365574655 0.0029197767720198276 0.0017960602773719923 0.0023429192815482324 0.0022500042804518262 0.0029121103718415561 0.0030045703276768178 0.0020443402830808868 0.0026087881376502206 0.0025547857540361707 0.0032047319772530217 0.0030048408897303024 0.0023629572896035718 0.0024782177053608006 0.0027380785071929072 0.0027508563607769234
leaf_weight=101 86 72 61 77 53 90 54 52 52 88 82 89 85 66 53 52 97 53 52 103 719 52 57 81 52 129 83 54 55 86 52
leaf_count=101 86 72 61 77 53 90 54 52 52 88 82 89 85 66 53 52 97 53 52 103 719 52 57 81 52 129 83 54 55 86 52
internal_value=0 0.00259772 0.00204595 0.00217758 0.000810553 0.00157799 0.000531534 0.000325483 0.00253444 0.00278922 0.00261972 0.00251776 0.000589618 0.00120295 0.00261959 0.00239762 0.0024927 0.00217176 0.00271866 0.00287428 0.0028473 0.00250335 0.00245814 0.00289888 0.00292353 0.00295666 0.00279877 0.00267895 0.00225768 0.00261944 0.00265312
internal_weight=0 2608 672 611 330 228 244 190 383 1936 647 559 138 138 477 306 254 105 149 1289 1188 155 251 1033 952 848 226 143 112 139 104
internal_count=2938 2608 672 611 330 228 244 190 383 1936 647 559 138 138 477 306 254 105 149 1289 1188 155 251 1033 952 848 226 143 112 139 104
is_linear=0
shrinkage=0.00287267


Tree=2533
num_leaves=19
num_cat=0
split_feature=4 3 13 0 480 1453 4 0 133 51 0 3 13 4 0 4 0 4
split_gain=1.3726 1.50278 1.34368 0.966491 0.894289 0.979306 0.857959 0.825852 0.805114 0.96869 1.016 0.826883 1.85253 0.980167 0.728085 0.398926 0.550226 0.0862772
threshold=0.31392000000000003 -0.0013299999999999998 -0.11210999999999999 -0.096109999999999987 -0.069294999999999982 -0.064559999999999992 0.50996500000000011 -0.23043999999999995 -0.14820499999999998 0.092845000000000011 -0.063204999999999983 -0.13392999999999997 0.084770000000000026 -0.10701499999999999 -0.092524999999999982 0.0067750000000000006 -0.081644999999999981 -0.079614999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 -3 -4 -1 -6 -2 -7 15 11 14 12 -10 -13 -11 16 17 -9
right_child=1 2 3 -5 5 7 -8 8 9 10 -12 13 -14 -15 -16 -17 -18 -19
leaf_value=0.0028323521462241753 0.00038060491290273831 0.00091492564648909514 -0.0005232826993562936 -0.003360280416927707 -0.00044523348916125221 0.0030316807614259567 0.0027930980316883888 0.0026380407178877188 0.0045588861009026663 -0.00051994398302330504 -0.0014294642039478077 -0.00015221603187357338 0.00098610027563532376 0.0011735191950052448 0.0017689253597748069 0.0030151019919464569 0.00030893042056989988 0.001779784817933186
leaf_weight=75 94 67 62 52 89 56 55 56 53 55 71 142 96 1658 80 66 53 58
leaf_count=75 94 67 62 52 89 56 55 56 53 55 71 142 96 1658 80 66 53 58
internal_value=0 0.000131876 -0.000805956 -0.00181879 0.00118156 0.00113262 0.00127222 0.00119014 0.00114689 0.0010542 5.38734e-05 0.00115984 0.00225806 0.00106884 0.000835211 0.00200351 0.00160274 0.00220282
internal_weight=0 330 181 114 2608 2533 149 2444 2388 2155 206 1949 149 1800 135 233 167 114
internal_count=2938 330 181 114 2608 2533 149 2444 2388 2155 206 1949 149 1800 135 233 167 114
is_linear=0
shrinkage=0.0153263


Tree=2534
num_leaves=14
num_cat=0
split_feature=4 15 0 14 15 48 403 403 2 151 42 42 156
split_gain=0.949395 1.56885 1.5874 1.06707 0.999919 0.773713 0.709464 1.19441 0.761465 0.847418 0.813512 1.1823 1.09602
threshold=0.31392000000000003 -0.43091499999999999 -0.058589999999999996 -1.0000000180025095e-35 -0.2987999999999999 -0.065059999999999993 -0.5407249999999999 -0.51745999999999992 0.14290000000000003 0.077805000000000013 0.087120000000000017 0.086510000000000017 -0.023004999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -3 -6 -5 -8 9 10 11 -9 -12
right_child=1 4 -4 6 5 -7 7 8 -10 -11 12 -13 -14
leaf_value=0.0041670806574120884 6.6225524695737674e-05 -0.0036200023282074063 0.0043348671490193724 0.003267284301587623 -0.0020571220224311119 0.0013181709613361672 -0.0018019969422732858 0.0010891804493415175 -0.00078796952534181456 0.0032144412000725754 -0.0010697703544924803 -0.0020456737283368522 0.0020334860928914894
leaf_weight=55 103 52 58 73 52 65 55 1461 74 98 52 53 687
leaf_count=55 103 52 58 73 52 65 55 1461 74 98 52 53 687
internal_value=0 0.000147619 0.00160536 0.00132268 -0.00123982 -0.000180077 0.00126131 0.00120218 0.00127041 0.00133529 0.00125345 0.000979294 0.00181483
internal_weight=0 330 161 2608 169 117 2553 2480 2425 2351 2253 1514 739
internal_count=2938 330 161 2608 169 117 2553 2480 2425 2351 2253 1514 739
is_linear=0
shrinkage=0.0206272


Tree=2535
num_leaves=20
num_cat=0
split_feature=2 4 123 3 2 0 0 4 2 3 2 51 4 0 0 4 157 156 52
split_gain=76.6433 39.4018 14.4222 9.95971 8.60123 5.15322 3.4093 5.08394 3.72457 2.44438 2.43914 2.10938 1.92184 6.53497 1.32698 1.19266 1.16929 1.05296 0.453656
threshold=0.13631000000000001 0.31392000000000003 1.0000000180025095e-35 0.12168500000000002 0.25063000000000007 -0.072624999999999981 -0.075914999999999996 -0.012384999999999998 0.10433000000000002 -0.073159999999999989 0.10233000000000002 -0.42323999999999995 -0.44205499999999992 -0.046614999999999997 -0.094139999999999988 -0.085594999999999991 -0.0089949999999999978 0.087865000000000013 -0.0092149999999999992
decision_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 -2 8 12 15 -3 -11 -9 16 -14 -4 18 -8 -17 -1
right_child=4 9 14 -5 -6 -7 7 11 -10 10 -12 -13 13 -15 -16 17 -18 -19 -20
leaf_value=0.0038056452061450245 0.0010945096498206097 0.002442532216744417 0.0026285523342757825 0.0022870852405599139 0.00052289002848678403 0.0021392705408635818 0.0037947379537106776 0.0030603023948755593 0.0028385636223963139 0.0014498100039655635 0.002154035664287669 0.00241398746384929 0.0033441384134524931 0.0023574186351665418 0.0020756099235713808 0.0033470770970415943 0.0033153303277450143 0.0036170052620137882 0.0035145882092425507
leaf_weight=52 54 72 64 72 56 97 68 68 91 67 79 83 259 61 65 1239 87 119 210
leaf_count=52 54 72 64 72 56 97 68 68 91 67 79 83 259 61 65 1239 87 119 210
internal_value=0 0.00313789 0.00323277 0.00328002 0.00142972 0.00176584 0.0033106 0.003139 0.00337337 0.00203315 0.00183106 0.00270523 0.00327684 0.00315614 0.00235016 0.00340339 0.00352584 0.00337075 0.00357247
internal_weight=0 2756 2538 2409 207 151 2337 626 1711 218 146 151 475 320 129 1620 155 1358 262
internal_count=2963 2756 2538 2409 207 151 2337 626 1711 218 146 151 475 320 129 1620 155 1358 262
is_linear=0
shrinkage=0.00270699


Tree=2536
num_leaves=29
num_cat=0
split_feature=4 12 4 12 15 16 159 12 10 123 4 48 16 12 15 15 4 403 52 15 42 151 457 16 15 15 16 42
split_gain=160.148 64.79 17.4264 10.8783 9.96113 8.78856 7.58732 4.9279 4.19633 4.12476 3.15428 2.91942 2.53529 2.41495 2.19769 1.95521 1.89332 1.60163 1.35584 1.19251 1.43396 1.08596 1.42078 0.970812 0.855386 0.774229 0.467453 0.391188
threshold=0.31392000000000003 0.056995000000000011 -0.44205499999999992 0.13642500000000005 -0.14151499999999997 -0.090614999999999987 0.083310000000000009 0.091290000000000024 -1.0000000180025095e-35 0.083835000000000007 -0.068809999999999996 0.084260000000000015 -0.082039999999999988 -0.038859999999999992 -0.41725999999999991 -0.079504999999999978 -0.14088999999999999 0.0041950000000000008 0.047345000000000005 0.11701500000000002 0.09747500000000002 -0.086439999999999989 0.067035000000000011 -0.04040499999999999 0.098855000000000012 -0.084904999999999994 0.0011450000000000004 0.093030000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -4 11 9 16 -2 23 12 -6 -9 27 -15 18 -3 26 -12 20 -17 22 -18 -7 25 -23 -14 -10
right_child=8 3 4 -5 5 6 -8 10 13 -11 15 -13 17 14 -16 19 21 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29
leaf_value=0.0031212002401446153 -0.00025770333699783726 0.0037621221692692563 0.0028348593192954828 0.0016971383449384892 0.0027573916933489226 0.0013796217289390998 0.00027418622583840933 0.0036476125793259658 0.00010050648485232446 0.0007708415547469029 0.002816508831192892 0.0017176317895443241 0.0032601162010102735 0.0012904926069530552 0.00053902077163792746 0.0026677039190557213 0.0032729942394381017 0.0025355302865200874 0.0034001476223663547 0.0029970095299394423 0.0021311820856622036 0.003383157676572449 0.0025410227472331317 0.0018732035044958203 0.0035938774509715245 0.0031702069120627791 0.0029720571075912191 0.00048108835333638582
leaf_weight=92 60 65 59 54 53 59 67 79 52 62 98 52 126 74 77 195 52 55 65 69 65 222 52 115 65 722 104 53
leaf_count=92 60 65 59 54 53 59 67 79 52 62 98 52 126 74 77 195 52 55 65 69 65 222 52 115 65 722 104 53
internal_value=0 0.00282422 0.00188386 0.00307596 0.00164003 0.00146717 0.00119828 0.00311255 0.000482055 0.00146049 0.00293259 0.00224278 0.0031527 0.000655565 0.000907512 0.00276968 0.00324328 0.0030154 0.00304945 0.00263097 0.0025337 0.00321295 0.00290733 0.00170603 0.00324442 0.00322032 0.00313001 0.000292926
internal_weight=0 2647 559 2088 467 408 303 2034 316 236 856 105 364 256 151 492 1178 285 163 329 260 1113 104 174 1009 944 230 105
internal_count=2963 2647 559 2088 467 408 303 2034 316 236 856 105 364 256 151 492 1178 285 163 329 260 1113 104 174 1009 944 230 105
is_linear=0
shrinkage=0.00310948


Tree=2537
num_leaves=20
num_cat=0
split_feature=1 1 123 4 4 1 131 11 0 4 49 13 13 4 0 13 42 43 0
split_gain=122.621 27.2551 13.3297 10.9813 7.01312 5.77929 4.42556 3.65925 4.77847 5.56636 2.7924 2.3856 2.37231 2.11157 6.92112 1.99105 1.40008 1.28067 0.556709
threshold=0.10749500000000002 0.13662500000000002 1.0000000180025095e-35 -0.033649999999999992 0.27258000000000004 0.15390500000000004 0.087705000000000019 1.0000000180025095e-35 -0.10462499999999998 0.016670000000000001 0.13087000000000001 -0.085349999999999995 -1.0000000180025095e-35 -0.44205499999999992 -0.046614999999999997 0.025450000000000004 0.084805000000000005 -0.0032799999999999995 -0.11991499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 7 11 12 8 9 -1 13 -3 16 -10 -15 -9 -5 -11 -14
right_child=1 5 -4 6 -6 -7 -8 15 10 17 -12 -13 18 14 -16 -17 -18 -19 -20
leaf_value=0.0016730386588244453 0.0024334703405621337 3.6520869409630229e-05 0.0014996958638209133 0.00050402986731638009 0.0016567095503136695 -0.00069225599122498221 0.0018584119771113715 0.0033531842347667064 0.0030491007211564838 0.0022973873358439235 0.001974381772954773 0.00088022772647000224 0.0011303765962924993 0.0026393834611944454 0.0016366839316182106 0.0027060245036865729 0.0010757150162376806 0.0029367264845856899 0.0015401198915266901
leaf_weight=103 75 58 101 71 68 56 69 76 94 53 56 53 52 1653 59 83 71 52 60
leaf_count=103 75 58 101 71 68 56 69 76 94 53 56 53 52 1653 59 83 71 52 60
internal_value=0 0.00103412 0.00252182 0.00144282 0.00256675 5.99039e-05 0.0012127 0.00259449 0.00256214 0.00214834 0.00260834 0.000439648 0.00103717 0.00262799 0.00260485 0.00301555 0.000790088 0.0026143 0.00135016
internal_weight=0 565 2398 398 2297 167 323 2229 2070 208 1862 111 254 1806 1712 159 142 105 112
internal_count=2963 565 2398 398 2297 167 323 2229 2070 208 1862 111 254 1806 1712 159 142 105 112
is_linear=0
shrinkage=0.00287267


Tree=2538
num_leaves=26
num_cat=0
split_feature=4 3 3 3 4 123 0 14 0 0 0 0 4 3 3 4 474 3 12 403 3 42 1212 52 403
split_gain=144.77 50.8671 28.6246 16.0474 12.3504 8.85117 8.1318 4.17418 3.93745 3.86143 3.84351 4.29987 3.89415 8.63585 2.94156 4.47851 1.54926 1.54013 1.3062 1.29931 1.14649 0.871947 0.740167 0.515216 0.300888
threshold=0.31392000000000003 -0.066229999999999997 0.28833000000000003 0.31395500000000004 -0.42305999999999994 0.080635000000000012 -0.048199999999999993 0.073890000000000011 -0.10726999999999999 -0.036459999999999992 -0.077104999999999993 -0.10071499999999999 -0.44205499999999992 -0.11017499999999998 0.091085000000000013 -0.0058699999999999994 0.09091500000000001 -0.011259999999999997 0.090455000000000021 -1.0000000180025095e-35 -0.080914999999999987 0.090775000000000008 0.091255000000000017 0.064135000000000011 -0.44221499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 8 -3 6 14 10 -2 -10 11 20 -12 -14 15 -6 18 -7 22 24 -1 -21 -13 -20 -15
right_child=3 2 -4 -5 5 17 -8 -9 9 -11 12 16 13 19 -16 -17 -18 -19 23 21 -22 -23 -24 -25 -26
leaf_value=0.0020669237426112009 0.0012117514123558566 0.0030766577530204776 -5.8383482059299284e-05 -0.00099594570025991628 0.0018648918334620908 0.00075236209101404072 0.00094706164816006828 0.003506444116796713 1.0529774450626553e-05 0.00097114641149043069 0.0031375442996508375 0.0030243556715078314 0.0014063954890979602 0.002688745568111208 0.0017757673560349527 0.002703207553744362 0.0024092302335169567 0.0014497558650622122 0.0026265667700918938 0.0026783834487359654 0.0026556114151872552 0.0023096935212170758 0.002701124847858589 0.0028817048701779533 0.002991067137228865
leaf_weight=72 93 91 67 64 92 55 52 75 91 68 88 796 65 59 94 168 55 64 142 112 55 133 74 165 73
leaf_count=72 93 91 67 64 92 55 52 75 91 68 88 796 65 59 94 168 55 64 142 112 55 133 74 165 73
internal_value=0 0.00255024 0.00183348 0.000367029 0.00203931 0.00185944 0.00207383 0.00279948 0.00071331 0.000421564 0.0027714 0.00285747 0.00255063 0.00243371 0.00223925 0.0024067 0.00291263 0.0011277 0.00293613 0.00261074 0.00232212 0.00247837 0.0029969 0.0027638 0.00285619
internal_weight=0 2647 683 316 616 525 406 1964 252 159 1889 1359 530 442 354 260 1232 119 1177 377 127 245 870 307 132
internal_count=2963 2647 683 316 616 525 406 1964 252 159 1889 1359 530 442 354 260 1232 119 1177 377 127 245 870 307 132
is_linear=0
shrinkage=0.0030485


Tree=2539
num_leaves=19
num_cat=0
split_feature=4 13 39 2 2 14 0 4 49 2 13 49 150 4 14 4 4 15
split_gain=139.171 40.6919 35.339 12.8367 9.39037 10.4867 11.1024 8.39852 7.14812 7.09477 5.53655 5.19835 3.94145 3.90835 1.9659 1.89115 1.58752 1.0838
threshold=0.31392000000000003 -0.16392499999999996 0.0039300000000000003 0.15305000000000002 0.12068000000000001 0.073890000000000011 -0.10726999999999999 -0.0005399999999999999 0.084910000000000013 0.11454500000000002 -0.0096349999999999977 -0.007794999999999999 0.082590000000000011 0.020110000000000006 -1.0000000180025095e-35 -0.44205499999999992 0.51074000000000008 -0.065984999999999988
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 12 5 6 7 -3 10 -1 -4 -9 14 15 -2 -8 -16 -15
right_child=3 2 8 -5 -6 -7 13 11 -10 -11 -12 -13 -14 17 16 -17 -18 -19
leaf_value=0.0017805086692401315 0.0012039816196240376 0.0014281798633416849 0.0018214763618691842 -0.00049467098292509354 0.0020327509490560311 0.0038435484327397828 0.00326731790565528 0.0019296702103973006 0.0025252803638921334 0.00037632048896133201 0.00075266609854698137 0.0030090768497213162 0.0016218397819758271 0.0026992624085073274 0.00033817102142624284 0.0029430321126741777 0.00093833478093093925 0.0022481077673038754
leaf_weight=53 68 64 86 52 99 87 152 53 55 57 65 96 61 124 70 1594 65 62
leaf_count=53 68 64 86 52 99 87 152 53 55 57 65 96 61 124 70 1594 65 62
internal_value=0 0.00269768 0.00276897 0.00075887 0.00286586 0.0029028 0.00286463 0.00226576 0.00167243 0.00105315 0.00136159 0.00262532 0.00100589 0.00293064 0.000820657 0.00297128 0.000627357 0.00254904
internal_weight=0 2647 2537 316 2331 2232 2145 213 206 110 151 149 264 1932 203 1746 135 186
internal_count=2963 2647 2537 316 2331 2232 2145 213 206 110 151 149 264 1932 203 1746 135 186
is_linear=0
shrinkage=0.00276112


Tree=2540
num_leaves=23
num_cat=0
split_feature=49 49 151 2 2 16 15 4 11 16 16 51 16 4 133 12 475 133 16 51 2 49
split_gain=2.28465 1.65751 2.9321 2.20315 1.43594 2.31644 2.21837 1.97403 1.25055 0.973346 1.41996 0.718707 0.972495 1.57569 0.59399 0.533995 0.520698 0.42437 0.55246 0.816113 0.338948 0.19334
threshold=-0.014989999999999998 -0.054319999999999993 0.084350000000000008 0.099965000000000012 0.10859000000000001 -0.49353499999999995 -0.2987999999999999 -0.17568999999999999 0.078340000000000007 0.035560000000000008 -0.0018499999999999999 -0.21463999999999997 -0.0024749999999999993 -0.021269999999999997 0.085650000000000018 0.086155000000000023 -0.08230999999999998 -0.0036349999999999998 -0.48652999999999996 0.086450000000000013 0.08647500000000001 -0.084599999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 14 5 -2 -7 15 9 10 -9 -6 17 -14 20 -8 -11 -13 -19 -20 -1 -5
right_child=4 -3 -4 21 11 6 7 8 -10 16 -12 12 13 -15 -16 -17 -18 18 19 -21 -22 -23
leaf_value=0.0042208586891063424 0.0064480109205165672 -0.0012845706726818337 0.0058120937199770632 -0.0025321890724253407 0.0035779378461050894 -0.0014650510461583128 0.0066099142552015272 0.0027458357200507593 0.0060750514194673599 0.0033252872657334358 0.005237339259775522 0.00054849320422745455 0.0018286831332054328 -0.0030185883951315226 0.00039066172374504154 0.003925181391198726 0.0010413413951355758 0.00098219369442690608 0.0049334610655769415 0.001436065798369527 0.0019842675211826561 -0.00067395906313234442
leaf_weight=64 89 100 69 52 80 52 81 1287 53 59 115 61 74 53 52 60 211 64 72 54 62 52
leaf_count=64 89 100 69 52 80 52 81 1287 53 59 115 61 74 53 52 60 211 64 72 54 62 52
internal_value=0 0.00115151 0.0018462 0.000875015 0.00281373 0.00306131 0.00290404 0.00302592 0.00282608 0.00272296 0.00295037 0.00172831 0.00133624 -0.00019239 0.00232546 0.0054691 0.00154127 0.00211061 0.00261092 0.0034364 0.00312213 -0.00160528
internal_weight=0 451 351 282 2465 2007 1918 1866 1725 1672 1402 458 378 127 178 141 270 251 190 126 126 104
internal_count=2916 451 351 282 2465 2007 1918 1866 1725 1672 1402 458 378 127 178 141 270 251 190 126 126 104
is_linear=0
shrinkage=0.0214605


Tree=2541
num_leaves=18
num_cat=0
split_feature=1 3 3 39 1209 11 48 3 49 1 1 1 3 2 14 3 15
split_gain=2.76112 1.58733 2.51695 1.29306 1.09252 1.02865 3.14055 1.38726 1.06658 1.46493 0.962322 0.914477 0.804839 1.01876 0.694702 0.842383 0.466116
threshold=0.12765500000000005 0.11878500000000002 0.10265000000000001 0.11233000000000001 -0.06532499999999998 0.077330000000000024 0.078735000000000013 -0.23098999999999997 -0.010984999999999998 0.085110000000000005 0.10234000000000001 0.11104500000000002 -0.14954999999999999 -0.013084999999999998 -1.0000000180025095e-35 0.0043700000000000006 -0.012189999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 14 -1 8 7 -7 9 16 -11 -3 -10 -14 -2 -16 -6
right_child=3 11 -4 -5 5 6 -8 -9 12 10 -12 -13 13 -15 15 -17 -18
leaf_value=4.7778862763239841e-05 0.0026258689278861663 -0.0021357856038951174 0.0066981455297646063 -0.0028621081045474704 0.0032856850199946062 0.004172791625411466 0.0077867405763309581 -4.0597886532226882e-06 -0.00012615144664328645 -0.0015808408593405276 0.0014338873965131684 0.0015570458051294151 0.0052147853456173329 0.0023398168112357194 -0.001694862201108086 0.0015359796963545439 0.0010606342180685148
leaf_weight=93 55 52 52 53 106 63 55 67 52 93 81 58 52 1791 66 66 61
leaf_count=93 55 52 52 53 106 63 55 67 52 93 81 58 52 1791 66 66 61
internal_value=0 0.00219032 0.0022923 -7.30804e-05 0.00220108 0.00228371 0.00373451 0.00201845 0.00216358 0.00112118 -0.000176192 -0.000186694 0.00235104 0.00242105 0.000716238 -7.78057e-05 0.00247423
internal_weight=0 2676 2566 240 2514 2421 185 130 2236 341 174 110 1895 1843 187 132 167
internal_count=2916 2676 2566 240 2514 2421 185 130 2236 341 174 110 1895 1843 187 132 167
is_linear=0
shrinkage=0.0202227


Tree=2542
num_leaves=30
num_cat=0
split_feature=12 13 12 13 457 12 15 52 13 42 43 15 39 42 15 12 51 150 157 40 484 52 13 403 401 43 1210 43 12
split_gain=54.6191 13.3658 12.3634 10.9868 6.19637 5.08049 3.89612 5.64362 3.56091 3.54364 3.15255 2.76969 2.54949 1.95901 1.94544 2.98356 1.4294 1.25918 0.805339 0.773011 0.754719 0.74449 0.736599 0.634056 0.995785 0.622454 0.50947 0.484239 0.527771
threshold=0.078120000000000009 -1.0000000180025095e-35 0.13936000000000001 0.0083850000000000018 0.088850000000000026 0.10011000000000002 -0.26361999999999991 -0.0094049999999999984 -0.14847499999999997 -0.027559999999999998 -0.11366999999999998 -0.090324999999999989 0.088375000000000023 0.087355000000000002 0.088060000000000013 0.10713500000000002 0.086450000000000013 0.082085000000000019 -0.061169999999999995 -1.0000000180025095e-35 0.087420000000000012 -0.0064899999999999992 -0.079854999999999995 -0.23730999999999999 0.078330000000000025 -0.077849999999999989 -1.0000000180025095e-35 -0.11158 0.10859000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 4 11 8 19 12 -2 27 -5 -3 25 16 15 -11 17 20 -15 -1 -10 -13 -9 26 -25 -8 -20 -7 -29
right_child=2 3 -4 10 -6 9 7 22 13 14 -12 21 -14 18 -16 -17 -18 -19 23 -21 -22 -23 -24 24 -26 -27 -28 28 -30
leaf_value=0.0011085092746523106 0.0034224867446250671 0.0021951690615702709 0.0013534382908449258 0.0017860213047371175 0.0014759586584116176 0.0028989061097271251 0.00064199301441156471 0.0018035417626968623 0.0027746907536008824 0.0022764850080309665 0.00074381717300083102 0.0030211760867958118 0.0016580014697863 0.0022985974022195024 0.0025002887971129653 0.0013297847311865398 0.0031585099618383601 0.0024063806566364532 0.0026262660045697776 0.00061433573113497356 0.0031329656164369637 0.0025842839148079431 0.0022837988185864834 0.002621492095051605 0.0030350824257704126 0.0011067463778223618 0.0022008742989242974 0.0023349269213437914 0.0027523371315562664
leaf_weight=57 67 95 65 52 54 54 52 66 765 64 52 91 58 77 59 56 92 81 52 57 58 59 52 404 61 52 52 55 57
leaf_count=57 67 95 65 52 54 54 52 66 765 64 52 91 58 77 59 56 92 81 52 57 58 59 52 404 61 52 52 55 57
internal_value=0 0.00171979 0.00263775 0.00210261 0.00239377 0.00267838 0.00132813 0.00151792 0.00274527 0.00234691 0.00126523 0.00259594 0.00115532 0.00271762 0.00205443 0.00183496 0.00280115 0.00276475 0.00258878 0.000861702 0.00279998 0.00284954 0.00201545 0.002628 0.00267582 0.000874677 0.00241388 0.0026621 0.00254764
internal_weight=0 797 2119 403 299 2054 394 280 1709 345 104 245 162 1642 179 120 996 904 646 114 823 150 118 569 465 104 104 166 112
internal_count=2916 797 2119 403 299 2054 394 280 1709 345 104 245 162 1642 179 120 996 904 646 114 823 150 118 569 465 104 104 166 112
is_linear=0
shrinkage=0.00298873


Tree=2543
num_leaves=19
num_cat=0
split_feature=1 1 123 12 4 0 47 4 0 16 3 0 42 12 3 42 156 3
split_gain=65.8687 10.5504 10.2991 6.29522 3.82433 4.26076 3.06622 2.24657 3.59017 3.29136 3.11652 2.99806 1.78223 1.53391 1.30709 1.20189 0.747038 0.676615
threshold=0.10749500000000002 0.12448500000000001 0.081630000000000022 0.085075000000000026 0.27258000000000004 0.12583000000000003 0.11224000000000002 -0.39175499999999991 -0.060094999999999989 0.066010000000000013 0.088880000000000015 -0.15029999999999996 0.09364500000000002 -0.083979999999999985 0.3148450000000001 0.090385000000000007 0.090995000000000006 0.11391500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 5 7 12 16 10 -10 11 -9 14 -2 -3 -5 -1 -15
right_child=1 6 -4 15 -6 -7 -8 8 9 -11 -12 -13 -14 17 -16 -17 -18 -19
leaf_value=0.0030059336860039725 0.00084086741871588014 0.0010103059129799009 0.0013929788819075938 0.0023635291221915972 0.0016217744851082486 0.0015557688316845653 0.0013915679605983871 0.0029097797774498202 0.0013755706079935284 0.0023591151007689788 0.0017818669084202242 0.0023705498344314636 0.00019259796887551115 0.001614547775475126 0.00046445682368197568 0.0017824257711274785 0.002540901673512811 0.0011734805652391131
leaf_weight=54 60 86 102 59 62 55 52 90 59 54 71 1748 60 62 63 60 64 55
leaf_count=54 60 86 102 59 62 55 52 90 59 54 71 1748 60 62 63 60 64 55
internal_value=0 0.00118815 0.0022866 0.0015595 0.00232697 0.00234687 0.000766883 0.00236719 0.0023446 0.00184585 0.00237411 0.00239697 0.000611312 0.00121558 0.000779717 0.00207079 0.00275397 0.00140747
internal_weight=0 557 2359 296 2257 2195 261 2140 2022 113 1909 1838 209 177 149 119 118 117
internal_count=2916 557 2359 296 2257 2195 261 2140 2022 113 1909 1838 209 177 149 119 118 117
is_linear=0
shrinkage=0.00287267


Tree=2544
num_leaves=20
num_cat=0
split_feature=1 1 4 12 12 1 14 12 1 4 0 0 15 15 15 42 12 0 12
split_gain=138.205 22.6244 15.7026 13.2534 12.0433 6.95435 5.95489 3.7856 3.62822 3.57662 4.62134 3.20674 2.27915 1.79855 1.90307 1.40637 1.19521 0.65235 0.783728
threshold=0.10749500000000002 0.12448500000000001 0.27998000000000006 0.089135000000000006 -0.032329999999999991 0.092845000000000025 0.073890000000000011 0.10011000000000002 0.14787500000000001 -0.50393499999999991 -0.0033699999999999993 -0.10071499999999999 -0.18498499999999998 -0.077474999999999988 -0.14051999999999998 0.11573500000000002 0.098785000000000012 -0.060454999999999995 0.10544500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 5 -1 7 9 12 -6 11 -11 -3 14 -2 17 -5 18 -9
right_child=1 8 -4 16 6 -7 -8 15 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0034725455726792457 0.0023951041162078388 0.0015971422750709811 0.0022711039697206627 0.0036712615011179994 0.0043308469642531593 0.0023537000413199763 0.0044320752565676141 0.0033835376902183194 0.0011841886404072798 0.0034769374845353101 0.0030957772987801773 0.0038209273261060228 0.0021749557688374071 0.0026631925952309205 0.0017400017723964093 0.0030575593199001533 0.0031308808147591069 0.0032757691996763085 0.0037447643827352279
leaf_weight=90 69 100 53 61 75 65 85 67 74 213 71 1421 87 59 54 52 53 53 114
leaf_count=90 69 100 53 61 75 65 85 67 74 213 71 1421 87 59 54 52 53 53 114
internal_value=0 0.00223159 0.00367269 0.00272414 0.00370489 0.00300353 0.00375541 0.00372756 0.00167288 0.00377237 0.00374779 0.0037761 0.00186611 0.00228795 0.00210772 0.00344857 0.00342028 0.00353535 0.0036112
internal_weight=0 557 2359 296 2306 155 2151 2066 261 1780 1705 1634 187 182 123 286 114 234 181
internal_count=2916 557 2359 296 2306 155 2151 2066 261 1780 1705 1634 187 182 123 286 114 234 181
is_linear=0
shrinkage=0.00260187


Tree=2545
num_leaves=11
num_cat=0
split_feature=3 10 124 124 129 2 1373 48 12 48
split_gain=2.73259 2.81347 1.31877 1.14433 0.893694 1.00889 0.910302 0.875927 0.850779 0.818256
threshold=0.28833000000000003 -0.089679999999999982 -0.085379999999999984 0.0049200000000000008 -1.0000000180025095e-35 -0.084369999999999987 0.081930000000000017 0.081520000000000023 -0.16423499999999996 -0.066029999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -4 -6 9 -3 -2 -7
right_child=8 2 3 -5 5 6 -8 -9 -10 -11
leaf_value=-0.0021380482939512458 0.0014431855517923762 -0.0011902674958521005 0.00039535217448688199 -0.00014557432346439271 0.0058397519139329968 0.004840289589625851 0.00016229155218890976 0.0025717859425512376 -0.002082601010333353 0.0028999935218952319
leaf_weight=55 56 63 63 57 56 105 54 52 72 2325
leaf_count=55 56 63 63 57 56 105 54 52 72 2325
internal_value=0 0.00266598 0.00276128 0.00285857 0.00292444 0.00298708 0.00292268 0.000508843 -0.00053828 0.00298393
internal_weight=0 2830 2775 2660 2603 2540 2484 115 128 2430
internal_count=2958 2830 2775 2660 2603 2540 2484 115 128 2430
is_linear=0
shrinkage=0.0214605


Tree=2546
num_leaves=28
num_cat=0
split_feature=4 12 150 3 15 3 3 0 12 15 3 4 0 0 0 3 15 15 4 0 13 15 3 12 12 130 49
split_gain=76.5981 23.6269 11.6062 5.39813 5.99458 5.30585 8.79566 6.41846 3.68664 3.59158 3.15195 3.13899 2.92366 3.01951 2.57494 3.54229 2.24102 1.90745 1.36832 1.26508 1.24775 1.14171 0.903194 0.831024 0.692359 0.626221 0.624525
threshold=0.31392000000000003 0.056995000000000011 0.094545000000000018 -0.13392999999999997 0.13592500000000005 0.12478500000000002 -0.0031199999999999995 -0.071879999999999986 0.093910000000000007 -1.0000000180025095e-35 0.13772500000000001 -0.0046399999999999992 -0.18240499999999996 -0.036459999999999992 -0.09633499999999999 -0.080409999999999995 0.025430000000000005 -0.46483499999999994 0.020110000000000006 -0.053169999999999995 0.095470000000000013 -0.098139999999999991 -0.080349999999999991 0.086315000000000017 0.089085000000000011 0.0016050000000000003 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
left_child=1 2 5 16 8 6 7 11 14 21 12 -1 -2 17 15 -5 20 -14 19 25 -3 -8 23 -16 -24 -10 -20
right_child=10 3 -4 4 -6 -7 9 -9 18 -11 -12 -13 13 -15 22 -17 -18 -19 26 -21 -22 -23 24 -25 -26 -27 -28
leaf_value=0.0013733115960800947 0.00129483456249507 0.0020501252474820087 0.00040783656935703587 0.0014737836868756412 0.001219830398096267 0.0010055095700430376 0.0021501494310756136 0.00087604360745278487 0.0020164938911178057 0.0025901527569343256 0.00012595663494141833 0.0023071241971685014 0.00066364702511157814 0.0010575106548744348 0.0023779311053029896 0.0023849692185277612 0.0029632496241262284 -2.1922110496209992e-05 0.0015355768515987885 0.0016293655420426666 0.0026310925087320866 0.00160141639153097 0.0018475198496243001 0.002214672474554898 0.0021910183005227533 0.002281243355431767 0.0018972262789844264
leaf_weight=53 57 54 62 77 55 78 53 97 284 88 76 53 62 66 405 53 72 57 72 53 56 60 64 551 141 88 71
leaf_count=53 57 54 62 77 55 78 53 97 284 88 76 53 62 66 405 53 72 57 72 53 56 60 64 551 141 88 71
internal_value=0 0.00201376 0.00151091 0.00214425 0.00210181 0.00165274 0.00177762 0.00137979 0.00212789 0.00217927 0.000607322 0.00184049 0.000758375 0.000592931 0.00220802 0.00184549 0.00259044 0.000335022 0.00194572 0.00202317 0.00234615 0.00185904 0.00224859 0.00228387 0.00208392 0.0020792 0.00171534
internal_weight=0 2640 544 2096 1914 482 404 203 1859 201 318 106 242 185 1291 130 182 119 568 425 110 113 1161 956 205 372 143
internal_count=2958 2640 544 2096 1914 482 404 203 1859 201 318 106 242 185 1291 130 182 119 568 425 110 113 1161 956 205 372 143
is_linear=0
shrinkage=0.00270699


Tree=2547
num_leaves=23
num_cat=0
split_feature=1 3 4 1 4 12 124 4 3 150 16 12 16 16 133 1 4 3 1212 130 12 12
split_gain=74.5608 15.0861 7.71394 6.83535 5.8028 3.45956 3.551 2.41113 3.57891 2.21456 2.13753 2.08102 1.98672 1.81726 2.616 1.79071 1.36927 1.35626 1.08244 0.982705 0.975054 0.656655
threshold=0.10575500000000002 -0.049204999999999992 0.27258000000000004 0.13654500000000003 0.40318000000000004 0.11755500000000001 -0.082024999999999987 -0.082199999999999981 0.088880000000000015 0.085845000000000019 0.0054050000000000009 0.090600000000000014 0.26411500000000004 -0.082244999999999985 -0.031084999999999998 0.14996500000000004 0.032770000000000001 -0.095789999999999986 0.087235000000000021 -0.013699999999999999 -1.0000000180025095e-35 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=2 4 5 9 12 6 -1 13 11 10 20 17 -2 19 -15 -5 -13 -9 -16 -8 -3 -21
right_child=1 3 -4 15 -6 -7 7 8 -10 -11 -12 16 -14 14 18 -17 -18 -19 -20 21 -22 -23
leaf_value=0.0019438883557069732 0.0019841157774960791 0.0011334649564682842 0.0014296435847215353 0.00081821064155970563 0.0013130676037838359 0.0019030840533967143 0.0026238221254919797 0.0022096541765343654 0.0018254226827742483 0.0008692955040582414 0.0019725137582072812 0.0024531013189318354 0.0026398271076478646 0.0020681943384855623 0.0027589514621873196 0.00016733108616281961 0.0020991173883428025 0.0026388563461438833 0.0023171228552260753 0.0032827605257025497 0.0016017632879132659 0.0028817275463694884
leaf_weight=80 76 95 54 89 69 73 61 64 62 62 52 490 72 64 290 54 107 798 53 60 57 76
leaf_count=80 76 95 54 89 69 73 61 64 62 62 52 490 72 64 290 54 107 798 53 60 57 76
internal_value=0 0.00138819 0.002483 0.00106957 0.00198858 0.00250796 0.00252797 0.00254994 0.00248991 0.00133661 0.00147848 0.00251812 0.00230331 0.00270107 0.00259294 0.000572634 0.00238971 0.00260702 0.00269077 0.00292432 0.00130927 0.00305888
internal_weight=0 626 2332 409 217 2278 2205 2125 1521 266 204 1459 148 604 407 143 597 862 343 197 152 136
internal_count=2958 626 2332 409 217 2278 2205 2125 1521 266 204 1459 148 604 407 143 597 862 343 197 152 136
is_linear=0
shrinkage=0.00281635


Tree=2548
num_leaves=18
num_cat=0
split_feature=13 13 151 2 0 50 50 11 3 43 133 51 13 13 159 13 43
split_gain=2.54032 1.97542 1.75776 1.53188 1.1237 0.892949 1.15338 1.17095 1.47015 1.31012 1.63013 1.31186 0.909082 0.560716 0.424605 0.360798 0.590019
threshold=0.25137000000000004 -0.15325499999999995 0.10365500000000001 0.090885000000000007 -0.105195 0.098445000000000019 0.089430000000000023 0.080455000000000013 -0.18945499999999996 0.0034500000000000004 -0.42211999999999994 0.095375000000000015 -0.011514999999999999 -0.050424999999999991 -0.40233499999999994 -0.086944999999999981 -0.034774999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -5 6 7 9 -9 11 -11 -3 14 -8 -7 -16 -17
right_child=-2 2 -4 4 -6 12 13 8 -10 10 -12 -13 -14 -15 15 16 -18
leaf_value=-0.0016443211825279314 -0.00072197886577619083 0.0024047266245554016 -0.00059639750946986411 0.0025884546003386343 -0.00020472860128289971 0.0032264188624168736 0.0049295286181888177 0.0022221646508887726 0.005849745457161163 0.0030997838385204827 0.00051778473948114632 -0.00014697375541741108 9.256254729242782e-05 0.0026931287443193249 0.002617297292770293 0.0002938697582358215 0.0024418106551248138
leaf_weight=62 93 1601 61 88 67 54 63 69 52 88 245 55 97 57 64 86 56
leaf_count=62 93 1601 61 88 67 54 63 69 52 88 245 55 97 57 64 86 56
internal_value=0 0.00200801 0.00213029 0.000515078 0.00137996 0.00219465 0.00231568 0.00222728 0.00378256 0.00213258 0.00120064 0.00231987 0.00143815 0.00386869 0.0019395 0.0016013 0.00114217
internal_weight=0 2865 2648 217 155 2587 2230 2110 121 1989 333 1656 357 120 260 206 142
internal_count=2958 2865 2648 217 155 2587 2230 2110 121 1989 333 1656 357 120 260 206 142
is_linear=0
shrinkage=0.0162644


Tree=2549
num_leaves=19
num_cat=0
split_feature=1 151 15 15 11 393 43 484 1447 52 15 2 43 16 13 43 49 52
split_gain=2.25319 1.35802 1.30716 0.995509 2.51968 1.15059 1.02448 0.993198 1.01747 0.824391 2.88495 1.02265 0.744974 1.1596 0.722202 0.699722 0.597146 0.420088
threshold=0.13699000000000003 0.10365500000000001 -0.24511999999999998 0.037885000000000009 0.07585500000000002 0.084330000000000016 0.0085250000000000031 -0.081534999999999982 -0.08292999999999999 0.26364000000000004 -0.062734999999999985 -0.10238999999999998 0.090280000000000013 -0.072649999999999978 0.13872500000000001 -0.00067499999999999993 0.087800000000000003 0.43161000000000005
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 6 9 7 -5 -9 11 17 -1 13 -8 16 -10 -13 -11
right_child=2 -3 -4 4 -6 -7 12 8 15 10 -12 14 -14 -15 -16 -17 -18 -19
leaf_value=-0.00048912302253468348 0.0011748954070838046 -0.00083488151412477714 -0.0025216445683100366 0.00018153087338936377 0.0067995916377910984 -0.0010027867915436664 -0.0016232893185076627 0.0054844405819900067 0.0024789459878657451 0.00095548154515914775 -0.0032791846364586437 0.0026238928315948282 0.0025994969705366491 0.0021675843820870098 -5.8267174353804936e-05 0.0042999311854873086 0.0016550841618451233 0.0033409831527618033
leaf_weight=58 96 62 66 57 57 55 67 60 610 52 53 913 94 65 53 101 366 73
leaf_count=58 96 62 66 57 57 55 67 60 610 52 53 913 94 65 53 101 366 73
internal_value=0 0.00212216 -0.00032977 0.0021893 0.00265617 0.00186958 0.00243189 0.00276149 0.00295194 0.00197047 0.000672921 0.00213648 0.00122339 0.000241793 0.00225097 0.00273793 0.00234683 0.00235034
internal_weight=0 2796 162 2734 1111 1623 1054 828 771 1568 178 1390 226 132 1332 711 1279 125
internal_count=2958 2796 162 2734 1111 1623 1054 828 771 1568 178 1390 226 132 1332 711 1279 125
is_linear=0
shrinkage=0.0202227


Tree=2550
num_leaves=22
num_cat=0
split_feature=3 3 3 157 2 130 13 0 3 2 43 2 0 16 0 0 2 3 43 52 3
split_gain=1.98627 2.99015 2.3544 1.12547 1.05793 1.49444 1.44343 1.16661 1.3207 2.04607 1.01964 0.890981 0.801669 0.80074 1.50989 0.93412 0.794178 0.780856 0.744755 1.1446 1.04884
threshold=0.11269500000000002 0.12745000000000004 0.28833000000000003 -0.21450999999999998 0.099965000000000012 0.071525000000000019 0.11671500000000001 -0.077614999999999976 -0.088734999999999994 -0.007134999999999999 -0.14386499999999997 -0.046074999999999991 -0.071749999999999994 -0.0021749999999999994 -0.090164999999999981 -0.22984499999999997 0.087975000000000012 0.41720500000000005 -0.080569999999999989 -0.41694999999999993 -0.086004999999999984
decision_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 6 10 7 11 -9 -10 -6 -5 -11 15 -15 -13 -8 -4 -12 -20 -21
right_child=1 2 17 4 5 -7 16 8 9 12 18 13 -14 14 -16 -17 -18 -19 19 20 -22
leaf_value=0.0038177932773996652 -0.0039751027384630011 0.003638587695939729 -0.001707742490918654 0.0041758848655925485 -0.0019422991199510345 0.0029047766724646213 0.0054561551728490145 -0.0010383535473228772 -0.001418291864080766 0.00094363853866402312 0.0021526634709143214 -0.00067323571585858693 0.0027929023380554464 0.0054384609112599338 0.0019285060712210618 0.0017469286550988129 0.0023172052453031607 0.0011272123553504531 0.0023574237726161234 -0.0025647894625895032 0.0003474209372067434
leaf_weight=77 52 71 76 56 53 101 52 97 73 141 98 56 179 56 156 1148 57 57 73 52 205
leaf_count=77 52 71 76 56 53 101 52 97 73 141 98 56 179 56 156 1148 57 57 73 52 205
internal_value=0 -5.35446e-05 0.00094511 0.00163305 0.00156957 0.000878937 0.00176356 0.00164941 0.000874554 0.00134719 0.000453146 0.00190721 0.00197868 0.00181735 0.00285659 0.0016342 0.00381648 -0.000491292 0.000750235 0.000333164 -0.000241059
internal_weight=0 256 204 2730 2653 582 2071 1962 490 393 481 1472 320 1416 212 1204 109 133 428 330 257
internal_count=2986 256 204 2730 2653 582 2071 1962 490 393 481 1472 320 1416 212 1204 109 133 428 330 257
is_linear=0
shrinkage=0.0183163


Tree=2551
num_leaves=21
num_cat=0
split_feature=4 2 124 42 2 0 14 2 2 2 1429 0 4 0 4 2 2 4 43 2
split_gain=66.9462 20.932 13.1923 5.90121 4.7368 8.07962 4.53769 4.51143 2.86473 1.98318 1.86127 2.33739 3.05125 2.56058 1.3676 1.32382 1.47735 1.08538 0.768563 0.586212
threshold=0.31392000000000003 0.14253500000000002 -0.048219999999999992 -0.0047199999999999994 0.10060500000000001 -0.12851999999999997 0.073890000000000011 0.14938500000000002 -0.13746499999999998 0.10682000000000001 -0.08262499999999999 -0.10934999999999999 0.0019650000000000002 -0.077614999999999976 -0.0083549999999999978 0.11366500000000002 0.105395 0.42642000000000008 -0.078169999999999976 -0.0050599999999999994
decision_type=2 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 -2 -10 -4 12 -12 -13 15 16 -7 -11 -16 -5
right_child=7 -3 4 19 5 14 -8 -9 9 17 11 13 -14 -15 18 -17 -18 -19 -20 -21
leaf_value=0.0025224494845089715 0.0018740918999470074 0.0011518079682258213 0.0031283660098909974 0.0011837191083615679 0.0014900274905188041 0.0024283212519896425 0.0032534390874562696 0.0004287080413400949 0.00072864554881047221 0.001050519707311444 0.0018121070448563169 0.0026891548569842683 0.0026175634460745703 0.0024426747655804607 0.0025223339326954902 0.0023337171700966025 0.0030126844066864175 0.0015312965751123069 0.0021334113980240699 0.0015928437263890132
leaf_weight=53 52 87 52 52 74 54 88 56 61 64 65 1243 81 438 68 75 88 83 95 57
leaf_count=53 52 87 52 52 74 54 88 56 61 64 65 1243 81 438 68 75 88 83 95 57
internal_value=0 0.00248454 0.00252941 0.00176601 0.00258048 0.00232572 0.00263927 0.00114037 0.00129354 0.00114826 0.00261049 0.00259574 0.00225917 0.00262495 0.00248838 0.00263287 0.00279067 0.00132218 0.00229584 0.00139794
internal_weight=0 2670 2583 162 2421 454 1967 316 260 208 1879 1827 146 1681 380 217 142 147 163 109
internal_count=2986 2670 2583 162 2421 454 1967 316 260 208 1879 1827 146 1681 380 217 142 147 163 109
is_linear=0
shrinkage=0.00276112


Tree=2552
num_leaves=19
num_cat=0
split_feature=2 403 457 2 15 15 2 481 15 16 13 15 15 1373 1453 15 160 16
split_gain=1.14047 1.36582 1.06543 0.954561 0.918538 0.97946 0.946125 0.931649 1.04478 0.782498 1.27009 2.2989 1.17115 0.736854 0.767497 0.806648 0.69736 0.646812
threshold=0.10060500000000001 0.084925000000000014 0.08351500000000002 0.17553000000000005 -0.41956999999999994 -0.19153499999999998 -0.087809999999999985 -0.084114999999999981 0.087670000000000012 0.62619000000000014 0.0083850000000000018 -0.049344999999999993 -0.061499999999999992 0.078175000000000008 -0.077554999999999985 1.0000000180025095e-35 -0.053494999999999994 0.022165000000000004
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 9 -1 -6 -7 8 -8 10 12 -12 16 14 -9 -16 -2 -14
right_child=1 -3 -4 -5 5 6 7 13 -10 -11 11 -13 17 -15 15 -17 -18 -19
leaf_value=-0.0003891990893740011 -0.0010545914528049813 0.0042647380021935081 -0.0017922613540003614 -0.0015904120284704136 0.0043881965451485812 -0.00068716663797623457 0.0020487842969143951 0.0044236881603608421 -0.0018900034766230743 0.0033919432546443431 0.0019682007798165588 -0.0043240504115526109 0.0019867567344960969 0.0046894275623154159 0.0015257738208546852 0.0024560225519636115 0.0013291599296042626 0.0048014933645375455
leaf_weight=73 79 56 67 58 80 60 68 63 57 72 55 52 116 52 829 895 198 56
leaf_count=73 79 56 67 58 80 60 68 63 57 72 55 52 116 52 829 895 198 56
internal_value=0 0.00103036 0.000789513 0.001042 0.00197474 0.00205687 0.00196461 0.00204574 0.000250864 0.00128549 0.0010123 -0.00108757 0.00151322 0.00216761 0.0020941 0.00200884 0.00064849 0.00290451
internal_weight=0 809 753 686 2177 2104 2024 1964 125 628 556 107 449 1839 1787 1724 277 172
internal_count=2986 809 753 686 2177 2104 2024 1964 125 628 556 107 449 1839 1787 1724 277 172
is_linear=0
shrinkage=0.0214605


Tree=2553
num_leaves=28
num_cat=0
split_feature=4 3 3 43 3 43 13 15 4 2 150 2 2 4 3 3 49 4 43 159 4 15 4 49 4 41 3
split_gain=63.0163 24.9671 13.5425 10.9427 5.48143 4.66524 6.27114 3.14215 2.86276 2.80572 2.61853 2.5358 3.69755 2.411 1.90328 2.10104 1.68574 1.94601 1.69118 1.57946 1.27081 1.08187 0.853312 0.841011 3.46474 1.87955 0.696402
threshold=0.31392000000000003 -0.066229999999999997 0.28833000000000003 -0.034774999999999993 -0.082634999999999986 -0.094299999999999981 -0.026489999999999996 -0.46483499999999994 0.62207500000000004 0.10060500000000001 0.085425000000000015 0.072175000000000017 0.087765000000000024 -0.081579999999999986 -0.08867499999999999 -0.16574499999999995 0.083250000000000005 0.0060300000000000015 -0.082439999999999986 0.087410000000000015 -0.0072149999999999992 -0.26361999999999991 0.059230000000000012 -0.007794999999999999 -0.014454999999999997 0.07677500000000001 -0.080454999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 -2 -3 -7 8 -6 16 11 -5 -13 -14 15 -11 17 19 -18 23 -16 -9 -19 24 -1 -25 -20
right_child=4 2 -4 10 7 6 -8 21 -10 14 -12 12 13 -15 20 -17 18 22 26 -21 -22 -23 -24 25 -26 -27 -28
leaf_value=0.0034749026725859273 0.0018757195712458643 0.0023252051455463709 0.00096362343081385382 0.0020916478193920445 0.0018624219716347004 0.0020776881092091906 0.00097773281098733071 0.00054389966744059685 0.00096243659052918783 0.0025445645897377608 0.0019434772481241361 0.0033197560470531423 0.0029258734941350487 0.0023441898709884116 0.002936666648131562 0.0018248371349059611 0.0032919147251021124 0.0021525503856539099 0.0029679782605976507 0.0024177520044713794 0.002445841611127016 0.0010397223862206888 0.0025979131528421017 0.0027704690687419607 0.002656722402482816 0.0022442135781543565 0.0026180744759818795
leaf_weight=60 82 72 68 63 52 71 82 68 52 62 54 56 80 154 67 58 77 59 93 101 95 62 71 989 105 53 80
leaf_count=60 82 72 68 63 52 71 82 68 52 62 54 56 80 154 67 58 77 59 93 101 95 62 71 989 105 53 80
internal_value=0 0.00255156 0.00211224 0.00223578 0.00127299 0.00175628 0.00148836 0.00106166 0.00141271 0.00270765 0.00250078 0.00258595 0.00269324 0.00254318 0.00245674 0.00219694 0.00274955 0.00271363 0.00295601 0.00274518 0.00264902 0.000780591 0.00239601 0.00277256 0.00295442 0.00274373 0.00280634
internal_weight=0 2670 700 632 316 225 153 234 104 1970 407 353 290 234 282 120 1688 1438 250 1308 162 130 130 1207 165 1042 173
internal_count=2986 2670 700 632 316 225 153 234 104 1970 407 353 290 234 282 120 1688 1438 250 1308 162 130 130 1207 165 1042 173
is_linear=0
shrinkage=0.00270699


Tree=2554
num_leaves=30
num_cat=0
split_feature=1 52 1 0 124 0 14 13 15 133 51 1429 42 42 15 484 1 10 0 42 403 42 403 15 0 42 42 130 15
split_gain=85.1891 20.4529 9.36122 8.56835 6.46223 5.42908 5.26216 4.66897 3.26982 3.83731 3.3747 3.68193 3.04184 2.14347 1.93783 1.6097 1.58766 1.46112 1.25066 1.07593 1.10508 0.95525 0.846314 0.760921 0.720351 0.699627 0.414701 0.344599 0.0747738
threshold=0.10075500000000003 -0.41694999999999993 0.12765500000000005 -0.13619499999999998 -1.0000000180025095e-35 0.051660000000000005 0.073890000000000011 -1.0000000180025095e-35 0.039965000000000007 0.083000000000000018 0.10072000000000002 0.079110000000000014 0.073240000000000013 0.092725000000000016 0.087670000000000012 0.042570000000000004 0.10790500000000001 -0.0062549999999999993 -0.083804999999999977 0.11966500000000001 -0.51745999999999992 0.085790000000000019 -0.053494999999999994 -0.014669999999999997 -0.084044999999999995 0.08542000000000001 -0.077844999999999984 -1.0000000180025095e-35 -0.10192499999999999
decision_type=2 2 2 2 2 2 2 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 16 -5 6 8 17 9 10 11 15 -6 23 21 -1 -3 -4 -19 20 -16 22 27 25 -22 -11 -24 -10 -18
right_child=1 2 7 4 12 -7 -8 -9 14 13 -12 -13 -14 -15 19 -17 28 18 -20 -21 24 -23 26 -25 -26 -27 -28 -29 -30
leaf_value=0.0022885551061893115 0.0026040722975581576 0.00039563384356685916 -0.00012311779601723128 0.00097502312585601646 0.0015918580162732636 0.0017459918675559599 0.0032157042812484731 0.0011691565850001008 0.0026562485390142052 0.0026753577990810064 0.0015621545234925601 0.0015549586611119306 0.0024005445913704258 0.002038254565499473 0.0021442292450299149 0.0028501057719741564 0.001115068994701767 0.00016327708943984575 0.00083281368008271232 0.0020682289195381566 0.0027858284658114052 0.0030725360935113309 0.0026582269151135874 0.0028643771580070562 0.0025077179803774719 0.0023743335752848078 0.0030174597123602833 0.0023313105729670055 0.00094388245166127679
leaf_weight=426 93 57 53 78 80 97 88 87 68 181 73 61 95 67 65 54 52 52 52 54 114 77 56 99 400 124 71 60 52
leaf_count=426 93 57 53 78 80 97 88 87 68 181 73 61 95 67 65 54 52 52 52 54 114 77 56 99 400 124 71 60 52
internal_value=0 0.00126564 0.00107642 0.00135563 0.0017056 0.00245251 0.00248455 0.000602544 0.00245315 0.00233801 0.00217886 0.00226201 0.00203105 0.00254542 0.00258257 0.0023518 0.000805476 0.000288353 0.000498358 0.00248314 0.00252178 0.00277205 0.00268118 0.00262944 0.00256946 0.00255308 0.00285931 0.00250419 0.00102979
internal_weight=0 751 658 414 253 2235 2138 244 2050 1085 614 541 175 471 965 480 161 157 104 633 579 332 255 404 514 305 127 128 104
internal_count=2986 751 658 414 253 2235 2138 244 2050 1085 614 541 175 471 965 480 161 157 104 633 579 332 255 404 514 305 127 128 104
is_linear=0
shrinkage=0.0030485


Tree=2555
num_leaves=20
num_cat=0
split_feature=3 2 43 12 1 52 1 12 2 12 3 160 1 12 12 3 3 52 52
split_gain=3.50126 1.19887 0.993883 1.98938 2.16379 1.69801 2.01868 1.27077 1.7241 3.07774 1.64926 1.40889 1.59061 0.986497 1.41962 1.07513 1.93932 0.558785 0.409845
threshold=0.35004500000000011 0.15305000000000002 -0.095964999999999981 0.085625000000000021 0.076160000000000019 -0.14917 0.076160000000000019 0.083400000000000016 0.079770000000000021 -0.032329999999999991 -0.10859999999999999 -0.08206999999999999 0.084775000000000003 0.11498000000000001 0.10713500000000002 -0.12711499999999995 -0.092319999999999985 0.086315000000000017 -0.54643499999999989
decision_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 17 8 9 -4 -10 -12 -13 14 15 18 -17 -7 -9
right_child=-2 -3 7 5 -6 6 -8 13 10 -11 11 12 -14 -15 -16 16 -18 -19 -20
leaf_value=0.0019856433399657908 -0.0022466593447722253 -0.00060346569475267029 0.0012730346563448066 0.0045326358700711177 0.006988510074709269 0.00095103141040376509 -0.001686323052827931 0.0023396989151135599 -0.0014632113430472966 -0.0041707094584558565 0.0038274294868976566 0.0033193185086974166 0.0006137842312906967 0.0038169812574613978 -0.00066758685208257796 -0.0010901795119833391 0.0019730241752820414 0.0033172492136102801 0.0044430198682733121
leaf_weight=54 75 70 95 59 63 61 64 54 56 55 97 100 270 90 72 73 1353 75 75
leaf_count=54 75 70 95 59 63 61 64 54 56 55 97 100 270 90 72 73 1353 75 75
internal_value=0 0.00176171 0.00182164 0.00269786 0.00468117 0.00180117 0.00099441 0.00168371 0.0010085 -0.000721701 0.00150511 0.00186147 0.00134554 0.00194825 0.00184476 0.00196121 0.00181608 0.00225737 0.00356408
internal_weight=0 2836 2766 376 117 259 200 2390 673 150 523 467 370 1717 1627 1555 1426 136 129
internal_count=2911 2836 2766 376 117 259 200 2390 673 150 523 467 370 1717 1627 1555 1426 136 129
is_linear=0
shrinkage=0.0183163


Tree=2556
num_leaves=30
num_cat=0
split_feature=2 3 2 2 2 0 3 15 3 0 2 16 15 16 0 2 49 13 2 43 47 3 13 3 0 2 400 2 43
split_gain=41.1713 14.9346 9.27435 8.36498 5.37614 5.17596 3.7555 2.16422 6.95002 2.09563 1.90058 1.84081 1.58271 2.03034 5.53664 1.2154 1.1939 0.966927 0.873012 1.15727 1.0317 0.845253 0.803337 0.654626 0.837185 0.502559 0.405237 0.396427 0.159315
threshold=0.12068000000000001 -0.026279999999999998 0.17990500000000001 0.078775000000000012 0.10274500000000002 -0.082234999999999989 0.0035100000000000005 -0.025879999999999997 -0.15041499999999997 -0.038724999999999989 0.13501500000000002 0.058455000000000007 0.091285000000000019 0.15273500000000004 -0.070134999999999989 0.084970000000000004 -1.0000000180025095e-35 -0.065539999999999987 0.10362500000000001 -0.078169999999999976 0.107145 -0.095009999999999983 -1.0000000180025095e-35 -0.097199999999999995 -0.10114999999999998 0.09277500000000001 -1.0000000180025095e-35 0.090695000000000012 -0.013934999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 6 9 10 -3 8 -1 16 -2 -7 13 14 15 26 -5 27 20 -20 23 -17 -6 -10 -25 -19 -9 28 -14
right_child=2 3 -4 4 22 11 -8 12 18 -11 -12 -13 17 -15 -16 21 -18 25 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=0.000982706390411566 0.001005424538418306 0.0013573847697388826 -0.00015145148566718164 0.0016038735265085523 0.0011737524560136686 0.0011290335027036968 0.00048742641224235083 0.0021261598156988798 0.0024150343894562354 0.0025215495194441137 0.00024663294055250669 0.0016988005658703264 0.0019169661881834981 0.0025920122259220388 0.0013093763766480037 0.0017988885440698987 0.0021179853566424449 0.0016734867833911595 0.0020691068996511767 0.0015210957938302416 0.0017971982328830311 0.0021673488443735432 0.0015944716862893319 0.0017492613616884119 0.0021350790245954197 0.0019839571100169085 0.0023834213175509293 0.0022621818458430963 0.0021144787950888471
leaf_weight=55 52 98 54 65 80 92 66 61 56 59 53 89 71 96 57 59 82 86 65 59 92 342 67 52 361 84 300 87 71
leaf_count=55 52 98 54 65 80 92 66 61 56 59 53 89 71 96 57 59 82 86 65 59 92 342 67 52 361 84 300 87 71
internal_value=0 0.00196154 0.000918529 0.00153347 0.00177776 0.00112066 0.00100746 0.00206927 0.00194699 0.00207164 0.000622702 0.00140936 0.00213811 0.00220296 0.00215732 0.00222071 0.00189086 0.00198931 0.00202437 0.0018086 0.00207201 0.00211321 0.00136571 0.00212586 0.00208657 0.00182707 0.00234003 0.00210962 0.00201593
internal_weight=0 2571 340 517 353 286 164 2054 740 206 105 181 1314 915 819 762 147 399 685 124 561 401 147 469 413 170 361 229 142
internal_count=2911 2571 340 517 353 286 164 2054 740 206 105 181 1314 915 819 762 147 399 685 124 561 401 147 469 413 170 361 229 142
is_linear=0
shrinkage=0.00281635


Tree=2557
num_leaves=24
num_cat=0
split_feature=2 0 474 151 160 2 13 13 0 16 156 16 160 0 13 0 50 403 42 51 2 150 16
split_gain=2.353 1.13155 1.76435 1.55093 1.26818 0.847285 0.811105 1.20563 1.10226 0.795247 1.14902 1.12487 1.57699 1.5858 0.771586 0.896392 0.717347 0.678258 0.660821 0.641901 0.514201 0.441513 0.367146
threshold=0.17730000000000004 -0.099704999999999974 0.084510000000000016 0.015440000000000001 0.051580000000000008 0.078775000000000012 -0.074869999999999978 -0.11210999999999999 -0.22163999999999998 -0.0048749999999999991 0.089380000000000015 1.0000000180025095e-35 -0.081594999999999987 0.051660000000000005 0.053700000000000005 -0.033754999999999993 0.11875500000000001 -0.43560999999999994 0.083120000000000013 -0.07138499999999999 0.090695000000000012 0.077110000000000012 0.41068500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 5 -1 7 18 -8 14 11 -11 -13 -14 15 16 17 -3 -7 22 -16 -6 -12
right_child=-2 3 -4 -5 21 6 8 -9 -10 10 19 12 13 -15 20 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0013829468869503195 -0.0023223244741549793 0.0010089680507353077 -0.0025480817231869853 0.004680186062314462 0.0038635331585069738 -0.00017407197225031913 0.00027304073938652835 -0.002241806762255339 0.0034564137720726916 -0.0011045341425597924 0.0045419030818529523 -0.001450503555974182 0.0012574417280587584 0.0046173756752816968 0.0018674203772722944 0.0047431646297111836 0.00035471529700872975 0.0025715286501212615 0.003031059552682471 0.00094497568231101522 -0.00034479948102923453 0.0015374111972054072 0.0023940897082317977
leaf_weight=63 58 130 52 85 89 53 78 57 104 92 70 72 373 68 102 62 77 928 52 56 74 54 62
leaf_count=63 58 130 52 85 89 53 78 57 104 92 70 72 373 68 102 62 77 928 52 56 74 54 62
internal_value=0 0.0017905 0.001011 0.00199887 0.00134788 0.00077157 0.00116677 0.000124534 0.0020933 0.00189355 0.00138294 0.000953286 0.00132275 0.00177602 0.00218831 0.00237225 0.00224255 0.00237974 0.00141118 0.00276445 0.000936056 0.00298665 0.00353472
internal_weight=0 2853 602 2251 550 407 344 162 182 2166 793 605 513 441 1373 1197 1135 1058 105 188 176 143 132
internal_count=2911 2853 602 2251 550 407 344 162 182 2166 793 605 513 441 1373 1197 1135 1058 105 188 176 143 132
is_linear=0
shrinkage=0.0202227


Tree=2558
num_leaves=20
num_cat=0
split_feature=3 2 12 12 16 148 16 15 3 3 15 16 3 3 2 12 16 1213 47
split_gain=2.22123 0.734789 0.837453 1.23468 1.18156 0.733768 1.18492 0.740414 1.08012 1.18416 0.914447 4.78561 1.59306 1.15483 1.04452 0.802419 0.721476 0.721512 0.684959
threshold=0.35004500000000011 0.12068000000000001 -0.063029999999999989 0.11205000000000002 -0.0038249999999999998 -0.07718499999999999 -0.010034999999999999 1.0000000180025095e-35 -0.04682999999999999 -0.15288999999999997 -0.0080049999999999982 0.066010000000000013 -0.14719499999999996 -0.095259999999999997 0.099185000000000009 0.084675000000000014 -0.093874999999999986 -0.025929999999999998 0.11771000000000002
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 6 -1 10 9 -9 12 15 -7 -14 -13 -12 -11 -18 -15
right_child=-2 2 3 -5 -6 7 -8 8 -10 16 11 14 13 18 -16 -17 17 -19 -20
leaf_value=0.0044517133088659401 -0.0016511978490413126 0.002016341683459791 0.00056054817782260887 0.0020456769635268609 -0.0022657361091357798 -0.0016090748361316343 0.0011048127662201261 0.0039074711920298339 0.0037322865658225698 -2.6962054572314682e-05 -0.0038190310912272541 0.0037032953046600365 0.0032815320817969999 0.001310174107223962 0.00091459653967231958 -0.0010299651065182832 0.0021858158490795075 0.0011388991667766646 -0.00064286503866324508
leaf_weight=53 75 71 85 57 78 52 65 52 62 96 57 63 80 953 90 57 274 539 52
leaf_count=53 75 71 85 57 78 52 65 52 62 96 57 63 80 953 90 57 274 539 52
internal_value=0 0.00124031 0.000449691 -5.51047e-05 -0.00079082 0.00133064 0.00260958 0.00126839 0.00160815 0.00147092 0.0010207 0.00014626 0.00122589 0.00136193 0.00206404 -0.00242605 0.00133134 0.00149195 0.00120895
internal_weight=0 2836 291 220 163 2545 118 2427 1023 961 1404 267 1137 1085 153 114 909 813 1005
internal_count=2911 2836 291 220 163 2545 118 2427 1023 961 1404 267 1137 1085 153 114 909 813 1005
is_linear=0
shrinkage=0.0165897


Tree=2559
num_leaves=13
num_cat=0
split_feature=2 1453 149 39 150 4 457 48 12 1 4 1
split_gain=1.5532 0.972169 0.974759 1.07261 0.863579 1.2651 1.20871 1.57051 0.480736 0.401474 0.436947 0.0695534
threshold=0.14253500000000002 -0.079499999999999987 0.077335000000000015 0.10096000000000001 -0.093064999999999995 0.40318000000000004 0.10081000000000002 -0.072384999999999991 -1.0000000180025095e-35 0.12448500000000001 0.42118000000000005 0.11253000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6 -7 -2 -11 -10
right_child=9 2 -4 -5 5 8 -8 -9 11 10 -12 -13
leaf_value=0.0034582943541610783 0.00063912813268616358 0.0034203349991290713 0.0033399330104253114 -0.0010951055734221738 0.0040683855116336034 0.00097034563349788887 -0.001428865191659454 0.0012242593241891299 -0.00080127347789400315 -0.0026762558402690108 -0.00016385394450463503 -0.0018121740239326757
leaf_weight=73 53 64 77 80 76 52 62 2164 52 53 52 53
leaf_count=73 53 64 77 80 76 52 62 2164 52 53 52 53
internal_value=0 0.00124366 0.00118325 0.00111938 0.00118968 0.00113153 0.0012467 0.00132085 -0.000555755 -0.000737267 -0.001434 -0.00131351
internal_weight=0 2753 2680 2603 2523 2459 2302 2240 157 158 105 105
internal_count=2911 2753 2680 2603 2523 2459 2302 2240 157 158 105 105
is_linear=0
shrinkage=0.0194374


Tree=2560
num_leaves=13
num_cat=0
split_feature=31 44 15 14 10 49 3 15 457 150 457 3
split_gain=2.1281 2.07533 1.97583 1.87061 1.43531 2.60905 1.15111 3.12982 0.94218 1.27493 0.933764 0.784324
threshold=-0.019454999999999997 1.0000000180025095e-35 -0.2987999999999999 -0.40567999999999999 -0.084119999999999986 -0.16404499999999997 0.10856000000000002 -1.0000000180025095e-35 0.086205000000000018 0.093625000000000014 0.062030000000000009 -0.0005399999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 8 -8 10 -10 -7 -5
right_child=1 -3 4 11 5 6 7 -9 9 -11 -12 -13
leaf_value=-0.0021228188168405655 0.0010987254750347134 0.0043705170709877339 0.0034798664875911349 -0.0010170242096380322 -0.003031887978228438 0.001042312426687651 0.0015484295490378035 -0.0037457647895519932 0.004715663758325681 0.0007530048370237919 -0.0010347724831607505 -0.0041128311863515392
leaf_weight=78 80 54 70 54 54 2187 90 60 52 53 72 52
leaf_count=78 80 54 70 54 54 2187 90 60 52 53 72 52
internal_value=0 0.00088254 0.000815776 -0.000972519 0.000941937 0.000872682 0.000956628 -0.00056797 0.00105345 0.00271729 0.000976026 -0.00253753
internal_weight=0 2878 2824 186 2638 2568 2514 150 2364 105 2259 106
internal_count=2956 2878 2824 186 2638 2568 2514 150 2364 105 2259 106
is_linear=0
shrinkage=0.0179572


Tree=2561
num_leaves=20
num_cat=0
split_feature=1 52 123 1 0 39 0 14 49 1 15 43 0 50 1 49 48 15 15
split_gain=110.075 23.2562 9.28398 8.98081 6.62105 9.61745 5.88365 5.35698 4.33218 6.3811 2.7847 2.46036 1.92614 1.76132 1.54326 1.38881 1.5941 0.507634 0.245117
threshold=0.10509 -0.40011499999999994 0.081180000000000016 0.13699000000000003 -0.12368999999999998 0.08481000000000001 -0.045139999999999993 0.073890000000000011 -0.021474999999999998 0.081315000000000012 -0.22805999999999996 -0.051239999999999987 -0.075319999999999984 0.12170000000000002 0.11215000000000001 0.098965000000000011 0.090730000000000019 -0.032519999999999993 -0.074729999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 14 6 12 8 9 17 -10 -5 -6 15 -3 16 -12 -1 -17
right_child=1 3 -4 11 5 -7 -8 -9 10 -11 13 -13 -14 -15 -16 18 -18 -19 -20
leaf_value=0.0028778655157706222 0.0028427031484087868 0.00067259755105405345 0.0017837228817258895 0.00027287561288257087 0.0027580564777557807 0.001054262313576404 0.0013498034623377559 0.0032826861549970208 0.0032317719053944964 0.0017597686979814568 0.0027158565454766708 0.0009548482304688248 0.0020840034223477658 0.0022868798910506754 0.0012105371178510887 0.0025748708818239701 0.002370836486956305 0.0025190888954581742 0.002382534794448853
leaf_weight=52 69 58 86 56 53 103 54 89 58 92 1480 100 64 87 97 83 98 60 117
leaf_count=52 69 58 86 56 53 103 54 89 58 92 1480 100 64 87 97 83 98 60 117
internal_value=0 0.00141376 0.00262346 0.00124517 0.00143963 0.0016829 0.00206139 0.00265604 0.00262981 0.00226838 0.00266813 0.000710216 0.00238958 0.00265059 0.00100942 0.00266837 0.00269445 0.00268591 0.00246249
internal_weight=0 654 2302 585 429 274 171 2216 2127 204 1923 156 117 1865 155 1778 1578 112 200
internal_count=2956 654 2302 585 429 274 171 2216 2127 204 1923 156 117 1865 155 1778 1578 112 200
is_linear=0
shrinkage=0.00260187


Tree=2562
num_leaves=29
num_cat=0
split_feature=12 15 12 16 12 48 15 16 12 16 16 12 160 39 151 16 16 52 49 151 160 49 12 49 403 15 49 156
split_gain=37.4326 11.6314 8.43418 4.77534 4.18427 4.03729 7.74095 3.0699 2.96824 3.66142 1.92888 1.61162 1.5761 1.47542 1.33842 2.03104 1.95066 1.31735 0.745527 0.926761 0.757924 1.05051 0.716177 0.676225 0.53656 0.400124 0.328894 0.156166
threshold=0.056995000000000011 -0.2987999999999999 0.14472000000000004 0.15737500000000001 -0.042789999999999988 0.090935000000000016 -0.10114499999999998 0.0011450000000000004 0.098785000000000012 -0.17773999999999998 0.0060400000000000011 0.083815000000000014 -0.52742999999999995 0.090190000000000006 -0.00016499999999999997 -0.062749999999999986 -0.074029999999999999 -0.24166499999999999 -0.008794999999999999 -0.082164999999999988 -0.088899999999999993 0.091160000000000005 0.082795000000000021 0.084910000000000013 -0.084794999999999995 -0.081149999999999986 0.011845000000000001 0.083840000000000012
decision_type=2 2 2 2 2 2 2 2 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 13 6 -3 14 11 -10 24 22 -13 -1 15 -8 -16 -12 19 -14 26 -22 -2 -7 -11 -26 -20 -5
right_child=2 3 -4 27 -6 23 7 -9 9 10 17 12 18 -15 16 -17 -18 -19 20 -21 21 -23 -24 -25 25 -27 -28 -29
leaf_value=0.00010527115718507252 0.0022501202106329663 0.002423576352960016 0.0010373077336510745 0.0019517279150390206 0.0013453318902900576 0.00085510155610977405 0.00095351205225878823 0.00076373284179866098 0.001182383123447708 0.0023788796933180666 0.0019523969547821042 0.0017372180186344031 0.0017475098531996843 0.0007281283128063844 0.0021392251069174066 0.0017016576523222182 0.0013758201353916981 0.0013773339139120495 0.0022588400682207106 0.0021612461272972304 0.0021772487440227225 0.0019128498586652529 0.0026771031869407356 0.001234896051835835 0.0022648870766869408 0.0019538779826763714 0.0025426024229020915 0.0021681630740813689
leaf_weight=59 66 70 61 63 58 80 61 53 52 61 78 79 80 62 52 55 55 54 93 96 1039 137 62 71 52 99 54 54
leaf_count=59 66 70 61 63 58 80 61 53 52 61 78 79 80 62 52 55 55 54 93 96 1039 137 62 71 52 99 54 54
internal_value=0 0.00135519 0.00207064 0.0015394 0.000723153 0.00141869 0.00158654 0.00137414 0.00210061 0.00188035 0.00198576 0.00215173 0.00212693 0.00042467 0.00151908 0.0013085 0.0017471 0.00171737 0.00214745 0.00197336 0.00217059 0.00214647 0.00245718 0.00103388 0.00215274 0.00206118 0.00236328 0.00205188
internal_weight=0 793 2163 614 179 497 346 276 2102 396 344 1706 1578 121 223 116 107 132 1499 176 1323 1176 128 151 212 151 147 117
internal_count=2956 793 2163 614 179 497 346 276 2102 396 344 1706 1578 121 223 116 107 132 1499 176 1323 1176 128 151 212 151 147 117
is_linear=0
shrinkage=0.00281635


Tree=2563
num_leaves=24
num_cat=0
split_feature=4 3 376 3 3 4 42 51 16 4 12 14 49 150 3 4 4 16 16 1429 16 484 12
split_gain=100.719 27.8795 11.0532 11.0959 5.68363 5.03299 3.6584 3.1609 5.22905 3.24084 2.95226 2.74918 2.33351 1.84212 3.279 1.30749 1.25483 1.17298 1.5698 0.995718 0.925102 1.04145 0.403772
threshold=0.31392000000000003 -0.065674999999999983 0.048375000000000008 0.28833000000000003 0.35004500000000011 -0.37626499999999991 0.087825000000000014 -0.096089999999999981 -0.055004999999999991 -0.011369999999999998 -0.088999999999999982 0.073890000000000011 -1.0000000180025095e-35 0.082085000000000019 -0.087414999999999979 0.0049450000000000006 0.50779500000000011 -0.093874999999999986 0.41580500000000004 0.084515000000000021 -0.11082499999999999 0.10282500000000001 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
left_child=1 11 3 5 6 -3 16 -7 12 -10 -4 13 -9 15 -15 19 -2 22 -19 20 -1 -22 -17
right_child=4 2 10 -5 -6 7 -8 8 9 -11 -12 -13 -14 14 -16 17 -18 18 -20 -21 21 -23 -24
leaf_value=0.0033809866730647106 0.001761100242602243 0.0033000358061762839 0.0020077256310862563 0.0013522801154215996 0.00025223927792569621 0.0031687930206810624 0.00084733301926710606 0.002202961802224639 0.001545655245647326 0.0024002994717247702 0.0010557274976335262 0.0035545060872266129 0.0029265141695675005 0.0020992686081382082 0.0030206837293264271 0.0031900256270091204 0.0012493672784949152 0.002238439804816215 0.0028996990254232359 0.0033546745592777033 0.0030051836405066835 0.0033953152458468714 0.0028524856254769941
leaf_weight=67 102 85 52 64 54 55 100 53 71 83 61 81 142 53 90 69 70 52 78 95 1256 63 60
leaf_count=67 102 85 52 64 54 55 100 53 71 83 61 81 142 53 90 69 70 52 78 95 1256 63 60
internal_value=0 0.00284811 0.00232984 0.00250056 0.00112128 0.00265078 0.00129369 0.0025141 0.00241084 0.00200648 0.00149409 0.00302384 0.00273002 0.003001 0.0026794 0.00302741 0.00155302 0.00283371 0.00263544 0.00306126 0.00304113 0.00302384 0.00303327
internal_weight=0 2630 666 553 326 489 272 404 349 154 113 1964 195 1883 143 1740 172 259 130 1481 1386 1319 129
internal_count=2956 2630 666 553 326 489 272 404 349 154 113 1964 195 1883 143 1740 172 259 130 1481 1386 1319 129
is_linear=0
shrinkage=0.00293013


Tree=2564
num_leaves=17
num_cat=0
split_feature=4 0 14 15 1 0 40 39 52 457 1446 47 4 39 150 10
split_gain=2.3156 2.19878 1.94038 2.58877 1.17961 1.31799 1.88213 1.72494 1.31442 1.15947 1.01271 0.926221 0.917767 0.945711 0.71777 0.546298
threshold=0.51292000000000015 -0.087734999999999994 -0.23083499999999998 -0.23808999999999997 0.089875000000000024 -0.12259499999999998 -0.025204999999999995 0.082765000000000019 -0.054584999999999995 0.085230000000000014 0.099665000000000017 0.118245 -0.50231999999999988 0.0047850000000000011 0.083435000000000023 -0.0078549999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 9 7 15 8 -6 10 12 14 -5 -14 -8 -7
right_child=1 -3 3 4 5 6 11 -9 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=0.003706129419553558 0.0013212379036001167 -0.0031539279051684488 -0.0023739629465591482 0.0034926687977195271 0.00077963367494591226 0.00036430266856801155 0.0015986139309409385 0.0023251610619801858 -0.0022970963294699363 0.0034246034266335406 -0.00078467274697643268 0.0037002795133683642 0.0013915929811363764 0.0036468857085768763 -0.00039593721464598584 -0.0020153147631646667
leaf_weight=92 58 63 53 64 61 53 429 52 102 88 53 52 1574 53 56 53
leaf_count=92 58 63 53 64 61 53 429 52 102 88 53 52 1574 53 56 53
internal_value=0 -0.00100734 0.00133528 0.0012557 0.00132728 0.000819211 0.00119525 -0.000304575 -0.0011446 0.00156513 0.0014712 0.00159413 0.00154201 0.00146517 0.00136795 -0.000823835
internal_weight=0 121 2835 2743 2690 858 643 215 163 1832 1744 537 1691 1627 485 106
internal_count=2956 121 2835 2743 2690 858 643 215 163 1832 1744 537 1691 1627 485 106
is_linear=0
shrinkage=0.0165897


Tree=2565
num_leaves=14
num_cat=0
split_feature=9 1453 15 39 15 39 9 41 51 2 157 50 1
split_gain=1.2448 0.791692 2.24511 0.737823 0.862272 0.810566 0.707573 1.45315 0.911638 1.10914 1.05135 0.888635 0.839336
threshold=-1.0000000180025095e-35 -0.057839999999999996 -0.069814999999999988 0.08456000000000001 -0.050004999999999994 0.095210000000000017 1.0000000180025095e-35 0.079160000000000008 0.090560000000000015 0.10233000000000002 -0.086989999999999984 -0.22547499999999998 0.077020000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 7 8 10 12 -3 -12 -10
right_child=1 3 -4 4 -6 -7 -8 -9 9 -11 11 -13 -14
leaf_value=-0.00079201928619229743 0.0027687819808199145 0.0032639514660194172 -0.0024046166992315395 -0.00027728454507681429 -0.0016074460791805855 0.0022121691429297513 0.0031847163151671578 -0.00090695178652118273 0.0023800924823326446 0.0011328617055248323 0.0033425672977600396 0.0012406784733589348 0.0053126211478508817
leaf_weight=98 52 102 67 86 56 97 85 88 75 100 73 1920 63
leaf_count=98 52 102 67 86 56 97 85 88 75 100 73 1920 63
internal_value=0 0.00134804 -0.000142296 0.00141272 0.000419741 0.00104117 0.00150735 0.00144837 0.0015373 0.00263398 0.00141262 0.00131777 0.0037203
internal_weight=0 2864 119 2745 239 183 2506 2421 2333 238 2095 1993 138
internal_count=2962 2864 119 2745 239 183 2506 2421 2333 238 2095 1993 138
is_linear=0
shrinkage=0.0186827


Tree=2566
num_leaves=29
num_cat=0
split_feature=1 155 47 1 0 1 39 49 4 0 4 0 0 42 4 0 159 4 160 158 4 42 160 0 42 1 13 42
split_gain=57.678 12.6219 7.83026 5.26374 3.87558 2.9049 2.83816 4.01224 2.64474 2.6361 2.35022 2.56153 1.92257 1.73753 1.29281 1.67492 1.12548 0.988428 0.920854 0.871406 0.840732 0.816269 0.75626 0.68466 0.598291 0.519121 0.432474 0.0692721
threshold=0.10442000000000001 0.092900000000000024 0.082465000000000024 0.13699000000000003 0.14054500000000003 0.092845000000000025 0.085285000000000014 -0.0069299999999999995 0.50541500000000006 -0.091399999999999995 0.0060300000000000015 -0.10998999999999999 -0.083564999999999987 0.086245000000000002 -0.17568999999999999 -0.061204999999999989 0.080875000000000016 0.50214500000000006 0.091410000000000005 0.080045000000000019 -0.044384999999999987 0.097140000000000018 1.0000000180025095e-35 -0.074679999999999983 0.11466000000000001 0.096770000000000009 -0.014114999999999997 0.089110000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 5 10 7 -2 -5 -7 12 16 18 -4 -14 24 -12 -9 19 22 25 26 -1 -8 -16 -11 27 -13
right_child=1 -3 13 8 -6 9 23 17 -10 20 11 21 14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0023127055875353563 0.0016260247996887826 0.0024655020931443413 0.0013158027438561657 0.00083911139153801124 0.00139027106337444 0.0014485116486982739 0.00042516523648375903 0.00063432757696588312 1.4500693479247825e-05 0.0019728779804755294 0.0025693347611123528 0.0018946375001665735 0.0024664980465338012 0.001915787954349139 0.0021290117201984873 0.0016350940391623558 0.0019923555705812627 0.0011399535584254398 0.0019309435056141554 0.002617439973356298 0.0017148008111127521 0.0014617201648831437 0.0019669742583600948 0.00087948757262777363 0.0018345413351800858 0.0023066196475008708 0.0016811672648845109 0.0020527288572514649
leaf_weight=616 102 53 89 53 62 92 53 66 74 81 56 55 68 68 599 68 53 58 54 70 53 55 56 53 62 72 69 52
leaf_count=616 102 53 89 53 62 92 53 66 74 81 56 55 68 68 599 68 53 58 54 70 53 55 56 53 62 72 69 52
internal_value=0 0.00114627 0.00103271 0.000846864 0.00208625 0.00210558 0.00103345 0.00121194 0.000358866 0.00184603 0.00214558 0.00193226 0.00219109 0.00157586 0.00209287 0.00205798 0.00228906 0.000871073 0.0022894 0.00231544 0.00202342 0.00176378 0.00228394 0.00065261 0.00210144 0.00213013 0.001858 0.00197175
internal_weight=0 669 616 459 2293 2231 332 226 127 298 1933 340 1593 157 797 729 109 124 796 742 206 231 672 106 661 153 176 107
internal_count=2962 669 616 459 2293 2231 332 226 127 298 1933 340 1593 157 797 729 109 124 796 742 206 231 672 106 661 153 176 107
is_linear=0
shrinkage=0.00281635


Tree=2567
num_leaves=24
num_cat=0
split_feature=1 3 4 39 12 3 43 11 3 1 4 2 2 4 0 4 1 0 0 39 131 133 4
split_gain=101.725 23.4092 9.09977 9.0038 6.65274 5.85098 6.03309 5.37075 4.56941 4.00637 3.82725 3.34022 3.27395 2.42937 2.37202 5.57706 1.62714 1.36602 1.28648 1.22167 1.05393 0.453649 0.338174
threshold=0.10442000000000001 -0.049204999999999992 0.41939500000000002 0.082115000000000007 0.11755500000000001 0.3148450000000001 -0.025079999999999995 0.077330000000000024 0.092005000000000017 0.092900000000000024 0.0049450000000000006 0.10523 0.11203000000000002 -0.073574999999999988 -0.061204999999999989 -0.17568999999999999 0.084470000000000003 -0.10998999999999999 -0.085674999999999987 0.093225000000000016 0.091295000000000015 -1.0000000180025095e-35 0.27644500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 7 6 19 8 10 -5 14 20 -8 -10 18 -16 -9 -12 -1 -3 -2 -19 -14
right_child=1 5 -4 9 -6 -7 12 16 13 -11 17 -13 22 -15 15 -17 -18 21 -20 -21 -22 -23 -24
leaf_value=0.0034468248232945352 0.0034188656260228816 0.0014339019634317693 0.0015176672604527981 0.0028377987199515969 0.0023375858858535412 0.00073258150632186708 0.0025656667258496472 0.0042718716729749986 0.0030438710019181519 0.0017435857119513143 0.00323853843317611 0.0023351905658492277 0.0018512400094463346 0.002135336514808983 0.0035813521970020617 0.0022601278570067284 0.0035345647152529198 0.0025667063137285334 0.0032612574964488148 0.00091586456630923406 0.0028559197526421601 0.0028817993340235098 0.0015197070420799354
leaf_weight=534 71 85 56 71 76 89 58 52 54 52 88 64 59 52 54 61 57 60 935 79 53 147 55
leaf_count=534 71 85 56 71 76 89 58 52 54 52 88 64 59 52 54 61 57 60 935 79 53 147 55
internal_value=0 0.00183839 0.0025764 0.0031631 0.00320773 0.00141461 0.00159517 0.0032393 0.00320374 0.00237546 0.00323787 0.00289159 0.00198651 0.00259848 0.00329624 0.00288081 0.0038866 0.00292435 0.00332874 0.00118455 0.00317851 0.00279062 0.00169157
internal_weight=0 669 244 2293 2170 425 336 2094 1985 123 1879 188 172 106 1584 115 109 295 1469 164 124 207 114
internal_count=2962 669 244 2293 2170 425 336 2094 1985 123 1879 188 172 106 1584 115 109 295 1469 164 124 207 114
is_linear=0
shrinkage=0.00298873


Tree=2568
num_leaves=13
num_cat=0
split_feature=9 40 40 13 4 4 1456 160 4 40 52 52
split_gain=1.12158 0.742548 0.767458 0.976611 0.638586 1.19655 1.11744 0.92303 0.774963 0.63601 0.377738 0.234222
threshold=-1.0000000180025095e-35 -0.082644999999999982 0.0045850000000000005 0.27020000000000005 -0.17568999999999999 -0.10701499999999999 -0.063379999999999978 0.030480000000000004 -0.082199999999999981 -0.10472999999999998 -0.10201499999999998 -0.55901999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 10 -6 7 -7 -8 -2 11 -3
right_child=1 2 -4 -5 5 6 8 -9 -10 -11 -12 -13
leaf_value=-0.00047027152178195377 0.0015953485154356862 0.0029460702612617387 -0.0003317009038882283 0.004346734383681293 -0.0007211973335785383 0.0012124810318634967 0.0026756216741393338 -0.0015309843878600902 0.0016667144738408699 -0.0013751316236273639 0.0036804675633140649 0.0011933652062806341
leaf_weight=98 53 54 68 54 80 150 344 67 1784 56 91 63
leaf_count=98 53 54 68 54 80 150 344 67 1784 56 91 63
internal_value=0 0.00164279 0.00170505 0.00175667 0.00170347 0.00161461 0.00169439 0.000364464 0.00182991 6.73266e-05 0.0027385 0.00200408
internal_weight=0 2864 2755 2687 2633 2425 2345 217 2128 109 208 117
internal_count=2962 2864 2755 2687 2633 2425 2345 217 2128 109 208 117
is_linear=0
shrinkage=0.0194374


Tree=2569
num_leaves=22
num_cat=0
split_feature=2 39 3 2 2 2 0 15 0 0 16 3 2 3 16 0 49 52 3 16 156
split_gain=144.371 65.3798 44.9805 14.6571 12.558 11.5389 10.3128 12.3773 9.77971 7.63756 6.78408 5.15911 4.92952 3.81063 3.49066 2.03604 1.87087 2.30302 3.04499 1.29843 0.595374
threshold=0.12026500000000001 0.08456000000000001 0.11745500000000002 0.15806500000000004 -1.0000000180025095e-35 0.089945000000000011 -0.085264999999999994 -0.23808999999999997 -0.13165999999999997 -0.063819999999999988 0.10923000000000001 -0.14719499999999996 0.10100500000000003 0.28833000000000003 -0.14879499999999998 -0.085674999999999987 0.099620000000000014 -0.087604999999999988 -0.096599999999999991 0.14976500000000001 0.083125000000000018
decision_type=2 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 -3 9 -2 -8 12 11 -11 -1 -7 -4 -13 -16 17 20 -19 -9 -10
right_child=3 4 13 -5 -6 8 7 19 16 10 -12 14 -14 -15 15 -17 -18 18 -20 -21 -22
leaf_value=0.0042917683285528686 0.00062878885312064295 0.00072172381373939863 0.0018873827777767275 4.2335809192813606e-05 0.0021620774373446497 0.0027317947001398294 0.00070996216771622303 0.0020778842125644343 0.0033193337939429238 0.0019341722731672046 0.0032903850924006712 0.0027590386045532015 0.0016066411678727348 0.00081167925072376569 0.0035902432651184683 0.0033527593878073338 0.0027483261276311718 0.0025165310530011276 0.0031666984834240715 0.0027121502286976411 0.0036783494896854168
leaf_weight=59 92 99 55 89 101 76 54 54 105 53 72 63 56 54 529 702 103 72 356 54 64
leaf_count=59 92 99 55 89 101 76 54 54 105 53 72 63 56 54 529 702 103 72 356 54 64
internal_value=0 0.00302803 0.00315855 0.00104589 0.00144926 0.00324365 0.0013974 0.00183371 0.00297275 0.00339613 0.0027156 0.00345898 0.00225469 0.00135475 0.00342099 0.00345484 0.00310811 0.00317014 0.0030574 0.0023953 0.00345547
internal_weight=0 2619 2419 343 200 2310 254 162 832 1478 125 1353 132 109 1294 1231 700 597 428 108 169
internal_count=2962 2619 2419 343 200 2310 254 162 832 1478 125 1353 132 109 1294 1231 700 597 428 108 169
is_linear=0
shrinkage=0.00287267


Tree=2570
num_leaves=32
num_cat=0
split_feature=1 52 52 2 1 2 4 16 0 13 1 13 15 4 0 16 2 16 51 15 4 15 16 13 160 42 42 42 15 13 15
split_gain=93.7833 19.9622 12.6896 11.2244 8.40464 10.6409 5.51252 4.68159 4.22032 4.298 3.31754 2.51044 2.2229 3.80059 2.44085 2.18106 2.16282 1.97538 3.88962 1.37803 1.28814 2.57472 1.60516 1.08348 0.854536 0.76794 0.682 0.917736 0.590985 0.529364 0.520576
threshold=0.10123500000000001 -0.41694999999999993 0.19121000000000002 0.097005000000000022 0.12381000000000002 0.10274500000000002 0.11321500000000001 -0.28430999999999995 -0.00077999999999999999 -1.0000000180025095e-35 0.11181500000000001 -0.097709999999999977 0.033605000000000003 -0.111135 -0.084154999999999994 -0.025214999999999998 0.13084500000000002 -0.12653999999999996 0.078960000000000016 -0.0044499999999999991 -0.008454999999999999 -1.0000000180025095e-35 -0.008069999999999999 -0.36115499999999995 0.083670000000000008 -0.088004999999999986 -0.048914999999999993 -0.087484999999999993 0.098550000000000013 -0.052124999999999998 0.088895000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 10 12 -7 9 23 -3 -5 17 -14 15 30 20 -1 19 25 21 -13 -23 -6 29 -19 27 -16 -28 -22 -15
right_child=1 2 -4 11 8 7 -8 -9 -10 -11 -12 16 13 14 26 -17 -18 18 -20 -21 24 22 -24 -25 -26 -27 28 -29 -30 -31 -32
leaf_value=0.0025852576075205283 0.0022275967586214843 0.0012910660922060147 0.0020761950505672239 0.001294146169484782 0.00016314360790662362 0.0011578463578458826 0.0014464473269246341 0.00032140506284579625 -0.00015018685980790824 0.0011911301754443683 0.0021238281946328896 0.00255025356139762 0.0030735568744933131 0.0023671206531365773 0.0022527454159540035 0.0029980910813705054 0.0013941687430169731 0.0025469684670886847 0.001644640329979497 0.0019283424296049686 0.0018549476608808017 0.0021981480868785144 0.0016320020915037083 0.00062165098815622705 0.0020645693793191482 0.0022412222764740947 0.0020974989671272383 0.0026597790327808212 0.0023374519349557681 0.0015235790816922679 0.002664578506165193
leaf_weight=81 93 71 60 53 71 83 53 100 57 67 60 62 52 202 138 56 52 65 89 90 68 67 70 69 62 461 240 53 102 66 52
leaf_count=81 93 71 60 53 71 83 53 100 57 67 60 62 52 202 138 56 52 65 89 90 68 67 70 69 62 461 240 53 102 66 52
internal_value=0 0.00110122 0.000936987 0.00217495 0.000818682 0.00110643 0.00227405 0.000700926 0.000476326 0.000648978 0.0016727 0.00183122 0.00230013 0.00238916 0.00234691 0.00253118 0.00189484 0.00219872 0.00215427 0.00222786 0.00196068 0.00210898 0.00190908 0.000389321 0.00180996 0.00227906 0.00223968 0.00236584 0.00216915 0.00169194 0.00242813
internal_weight=0 731 638 2234 578 314 1734 183 264 207 131 500 1681 895 843 310 447 786 705 616 395 199 137 140 196 526 533 191 342 134 254
internal_count=2965 731 638 2234 578 314 1734 183 264 207 131 500 1681 895 843 310 447 786 705 616 395 199 137 140 196 526 533 191 342 134 254
is_linear=0
shrinkage=0.00260187


Tree=2571
num_leaves=25
num_cat=0
split_feature=3 43 3 12 16 1419 151 51 3 13 52 3 2 12 12 3 2 16 157 51 16 42 16 12
split_gain=1.87542 1.50299 2.10547 1.6411 1.10268 1.50104 1.39846 1.28612 1.28377 1.65464 1.06575 1.17333 0.946736 0.909357 0.870392 0.846779 1.16553 1.01231 1.05645 0.718938 1.23353 0.625669 0.545121 0.219691
threshold=-0.046079999999999989 -0.073404999999999984 -0.0013299999999999998 -0.084509999999999988 0.24100000000000002 0.085980000000000015 -0.087049999999999988 -0.061604999999999993 -0.14186499999999996 -0.10373499999999998 -0.14709999999999998 -0.10859999999999999 0.072175000000000017 0.086965000000000015 0.083815000000000014 0.0025650000000000004 0.11231500000000001 -0.018754999999999997 -0.0012349999999999998 0.094655000000000003 -0.11082499999999999 0.086510000000000017 -0.10227499999999999 0.099035000000000026
decision_type=2 2 2 2 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 7 13 23 21 -10 -11 -12 -3 -1 -13 -14 17 22 -19 20 -18 -8 -17 -6
right_child=1 12 -4 -5 5 -7 8 -9 9 10 11 14 15 -15 -16 16 19 18 -20 -21 -22 -23 -24 -25
leaf_value=-0.0012646487006362445 -0.0013905298556446861 -0.00061700381339159093 -0.0046816193797891374 0.0033816682115095724 0.002351049451403089 0.0049311732310493434 0.0038534574429883537 -0.0020559727076210682 -0.0013831852598838192 0.005812992556343456 -0.00027248249871026449 0.0055608844033320504 -0.00019017762589865263 0.0026920120133694246 0.002791246049635918 0.0039609918704316118 0.0024231382005595499 0.0032386525460388824 0.0080546446805920286 0.0037867736961619222 -0.0020413349300230504 0.0069371594059128763 0.00053632721919445476 0.00048866531539732468
leaf_weight=78 90 77 53 79 101 52 103 82 54 71 70 70 70 60 1319 55 83 55 52 52 64 62 54 59
leaf_count=78 90 77 53 79 101 52 103 82 54 71 70 70 70 60 1319 55 83 55 52 52 64 62 54 59
internal_value=0 0.0012047 -0.000478026 0.000838734 0.00258364 0.00120536 0.00279824 0.000403709 0.00298308 0.00277138 0.00291818 0.00277714 0.00186987 0.000453769 0.00293101 0.00226522 0.00268001 0.00390999 0.00558155 0.00134365 0.000477667 0.00501375 0.00226674 0.00166591
internal_weight=0 784 222 169 2181 294 1887 242 1749 1584 1530 1459 562 138 1389 485 415 216 107 199 147 165 109 160
internal_count=2965 784 222 169 2181 294 1887 242 1749 1584 1530 1459 562 138 1389 485 415 216 107 199 147 165 109 160
is_linear=0
shrinkage=0.024168


Tree=2572
num_leaves=37
num_cat=0
split_feature=15 16 123 401 43 16 2 13 2 13 51 43 16 2 52 484 47 16 43 42 1212 52 16 52 16 151 52 13 15 400 2 52 52 43 13 2
split_gain=1.39499 1.23897 1.95264 1.79729 1.39637 1.42653 1.54042 1.32946 1.25265 2.26172 1.18347 1.2864 1.1286 1.09339 1.02018 0.94397 1.15575 1.2631 1.02287 0.849474 0.782068 0.691115 0.572479 0.907143 0.929242 1.47767 0.903859 0.543451 0.636405 0.586649 0.465593 0.443673 0.409844 0.416736 0.310795 0.109064
threshold=0.039965000000000007 -0.11807499999999999 0.083875000000000019 0.078330000000000025 -0.081189999999999984 -0.072359999999999994 0.10745500000000001 -0.083354999999999985 0.088300000000000003 -0.18997999999999995 0.046060000000000011 -0.034774999999999993 -0.0021749999999999994 0.085155000000000022 0.084050000000000014 0.087420000000000012 0.07813500000000001 -0.040874999999999995 -0.013164999999999998 0.085495000000000015 0.087865000000000013 -0.0067399999999999986 -0.26194999999999996 0.12432000000000001 -0.5038649999999999 -0.063719999999999985 0.064135000000000011 -0.085859999999999978 0.090880000000000016 -1.0000000180025095e-35 0.088475000000000012 0.091160000000000005 0.095185000000000006 0.037915000000000011 -0.081879999999999994 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 4 5 -3 12 8 -6 -10 13 -12 34 20 -15 16 17 -9 -18 -14 21 -2 23 24 25 -1 -24 -23 29 -29 31 -16 -32 35 -7 -34
right_child=10 3 -4 -5 7 6 -8 15 9 -11 11 -13 19 14 30 -17 18 -19 -20 -21 -22 27 26 -25 -26 -27 -28 28 -30 -31 32 -33 33 -35 -36 -37
leaf_value=0.00023408800472995587 0.0040529199311794628 0.0047291059879551837 -0.00049186276037703719 -0.0021573110837111303 0.0013590198231204012 0.0013819701304409987 -0.0015053116186748592 -0.0019264615250613752 0.00026095209166147323 -0.0049004358932600751 0.0058060398924609556 0.002052640887045311 0.0038886556706223593 -0.00062105594175274775 0.0015822070258879944 0.0032148398589567076 0.00050670585478945307 0.00070497806784786045 0.0036896630606450182 0.0014020869749448114 0.0038735504410580463 0.00029871938418677075 0.0052761709669121347 0.0041324697267637253 -0.00014608029455171783 0.0042199134054874774 0.001899729334119839 0.0011401296116162656 0.00087527429790858647 0.0034704208167486029 0.0034585126646690676 -0.00065689955829683234 0.0028379242135911668 0.00017170528013615104 -0.00017638358924610407 0.0016733197209502777
leaf_weight=61 52 53 95 69 59 130 57 85 70 55 58 78 118 100 77 59 73 300 74 87 100 79 61 61 79 76 55 57 102 128 58 55 56 52 72 64
leaf_count=61 52 53 95 69 59 130 57 85 70 55 58 78 118 100 77 59 73 300 74 87 100 79 61 61 79 76 55 57 102 128 58 55 56 52 72 64
internal_value=0 0.00113397 0.00195808 0.00083833 0.000998472 0.00176565 0.00142672 0.000486425 -0.000927545 -0.00200843 0.00198764 0.00365485 0.00183784 0.00175607 0.00108126 0.00092699 0.00067288 0.000123482 0.00211039 0.00283437 0.00235753 0.00199436 0.00255083 0.00207847 0.00149747 0.00244669 0.00367703 0.00170133 0.00208671 0.00275354 0.00155207 0.000647705 0.00207021 0.00160088 0.00082551 0.0022185
internal_weight=0 1849 488 1361 1292 517 464 775 184 125 1116 136 407 980 462 591 532 385 147 205 518 418 393 277 216 137 116 366 287 185 362 132 230 172 202 120
internal_count=2965 1849 488 1361 1292 517 464 775 184 125 1116 136 407 980 462 591 532 385 147 205 518 418 393 277 216 137 116 366 287 185 362 132 230 172 202 120
is_linear=0
shrinkage=0.0190563


Tree=2573
num_leaves=26
num_cat=0
split_feature=15 12 12 12 147 10 12 16 48 0 16 15 11 0 16 16 12 15 15 43 481 15 16 0 16
split_gain=87.073 37.837 18.7328 8.22026 8.20244 8.10327 6.35497 4.00626 4.48965 5.81647 5.82101 3.39925 3.00733 4.72336 2.95567 2.29749 1.64314 1.05854 1.90763 0.994921 0.703363 0.571392 0.562644 0.561306 0.334787
threshold=-0.26361999999999991 0.056995000000000011 0.13936000000000001 -0.042789999999999988 0.088035000000000016 -1.0000000180025095e-35 0.093245000000000008 0.10134000000000001 0.088750000000000009 -0.14920999999999998 -0.053299999999999993 -0.46483499999999994 1.0000000180025095e-35 -0.10934999999999999 -0.20132999999999998 -0.069169999999999995 0.090285000000000018 -0.076929999999999985 -0.032144999999999993 -0.082204999999999986 -0.0087899999999999975 0.079600000000000018 0.27717500000000006 -0.075434999999999988 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 6 11 5 -2 12 8 9 -7 -11 -1 13 -3 -8 21 20 -17 -19 -18 -15 -16 -9 -23 -10
right_child=1 2 -4 -5 -6 7 14 22 24 10 -12 -13 -14 16 15 17 19 18 -20 -21 -22 23 -24 -25 -26
leaf_value=0.00089493567291631156 0.0015277250621188406 0.0024176355799686946 0.0014296186264289655 0.0016391268196504747 0.0012995678950386525 0.0033698427562775294 0.0023286035945770407 0.0032756525644184369 0.0017808732131786263 0.0030162705243433475 0.0017454874779659123 -0.00010236530443903739 0.0037982490790675924 0.0035479666789095974 0.0030287661066354609 0.0032186590260378221 0.0027740234942303494 0.0025010542508319454 0.0029696542690098452 0.0031994952767529701 0.003318279293285634 0.003523948289011172 0.0028353681784427003 0.0031433898031077564 0.0021077432463744222
leaf_weight=75 85 60 59 99 73 71 67 56 69 59 78 55 103 153 75 69 73 127 228 183 785 87 56 66 54
leaf_count=75 85 60 59 99 73 71 67 56 69 59 78 55 103 153 75 69 73 127 228 183 785 87 56 66 54
internal_value=0 0.00293424 0.00312448 0.000977134 0.00225835 0.00239085 0.00317264 0.00255638 0.0023873 0.00266073 0.002293 0.00047275 0.00329561 0.0032543 0.0029405 0.00300333 0.00329631 0.00286997 0.00280211 0.0030783 0.00335578 0.00325118 0.0030558 0.00336 0.00192464
internal_weight=0 2736 2135 229 601 528 2076 443 331 208 137 130 1357 1254 719 652 1194 424 355 256 938 228 112 153 123
internal_count=2965 2736 2135 229 601 528 2076 443 331 208 137 130 1357 1254 719 652 1194 424 355 256 938 228 112 153 123
is_linear=0
shrinkage=0.0030485


Tree=2574
num_leaves=19
num_cat=0
split_feature=1 133 0 0 51 0 49 1 150 4 96 41 49 43 10 0 133 4
split_gain=1.78946 0.924879 1.37208 1.05614 1.56167 1.87457 1.7819 1.1895 1.10191 1.18319 0.831063 0.918646 0.871383 0.930998 0.940771 0.677735 0.394841 0.85004
threshold=0.14754500000000001 -0.14785999999999996 -0.081814999999999985 -0.10934999999999999 -0.078689999999999982 -0.22745499999999999 -0.042254999999999994 0.087055000000000007 0.084475000000000008 0.080255000000000007 0.083810000000000009 0.078150000000000011 -0.14757499999999998 0.094900000000000012 -0.008564999999999998 -0.13955999999999996 -0.34918499999999997 0.0014100000000000002
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 6 -6 15 9 -9 11 12 -5 14 -14 -7 17 -1
right_child=-2 3 -4 10 5 7 -8 8 -10 -11 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0039321578786037144 -0.0010489160984258228 -0.0019650651775970493 0.00055456828759892413 0.0035031943185967833 0.00066058103920842018 0.002694497473944543 0.0049874533770885429 -0.0034240228360317144 0.0013475451126817026 -8.6187186244908025e-05 -0.00049758431877139949 0.0033926741905872734 -0.0007930285298184918 -0.00080078591547366274 0.0014669765916919836 0.00014868966210491674 0.004006387039530334 0.00092699329887411847
leaf_weight=52 88 60 86 53 53 62 52 52 52 67 61 66 52 54 1872 54 77 52
leaf_count=52 88 60 86 53 53 62 52 52 52 67 61 66 52 54 1872 54 77 52
internal_value=0 0.00135157 0.00228237 0.00125628 0.000526479 0.000908289 0.0028051 0.000213717 -0.000665213 -0.00154623 0.00140906 0.00146461 0.00140187 0.00134547 0.0014058 0.00151091 0.00310233 0.00243128
internal_weight=0 2877 267 2610 452 392 105 287 171 119 2158 2097 2031 1978 1924 116 181 104
internal_count=2965 2877 267 2610 452 392 105 287 171 119 2158 2097 2031 1978 1924 116 181 104
is_linear=0
shrinkage=0.0165897


Tree=2575
num_leaves=28
num_cat=0
split_feature=1 3 12 1 1 3 123 3 4 51 2 3 4 157 133 1 2 3 12 3 52 3 1213 4 4 133 3
split_gain=44.0165 10.8686 7.80807 5.87328 4.6259 2.37204 2.14543 2.52839 2.08009 3.35486 2.38709 2.06624 2.14005 1.50377 1.41162 1.25169 2.85616 6.80266 1.6888 1.23235 0.892911 1.42756 0.854938 0.810406 0.72012 0.487953 0.471567
threshold=0.11657000000000002 -0.064349999999999991 0.056995000000000011 0.092845000000000025 0.14195000000000002 -0.069909999999999986 0.090270000000000017 0.143375 -0.011369999999999998 -0.089539999999999995 0.088755000000000014 -0.0070649999999999992 -0.010264999999999998 -0.084749999999999978 0.077945 0.077845000000000011 0.083725000000000008 -0.16100499999999998 0.083815000000000014 -0.10115999999999999 1.0000000180025095e-35 -0.085374999999999993 -0.12077499999999998 -0.014099999999999998 0.31392000000000003 -0.016594999999999995 -0.087454999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 6 13 7 -3 9 -1 -10 -5 -13 23 25 18 19 -18 -15 -17 21 -20 -22 -4 -14 -7 -21
right_child=1 4 5 11 -6 14 -8 -9 10 -11 -12 12 24 15 -16 16 17 -19 20 26 22 -23 -24 -25 -26 -27 -28
leaf_value=0.0018923489085501371 0.0014865311421917906 0.0012319155201148426 0.0022798414892614919 0.00081107715611898265 4.8432614343818364e-05 0.0014564486993830881 0.00032019214504286998 0.00048839195408140169 0.0023148501405661609 0.00099244043592590044 0.0016200987464630545 0.00172885299844561 0.0013005024261192261 0.0021557625633440991 0.0017546190248972759 0.0021346967399986658 0.0019018363708057462 0.00062281147219064045 0.0015044501920163148 0.0014739233858744019 0.0015227092043028048 0.0018092220624912154 0.0018736698557632796 0.0018839261642587615 0.00088249391615506949 0.0011175614348472725 0.0017427372834921395
leaf_weight=53 100 75 58 93 103 66 58 53 55 60 87 53 57 90 80 52 59 54 170 53 52 275 595 93 56 53 321
leaf_count=53 100 75 58 93 103 66 58 53 55 60 87 53 57 90 80 52 59 54 170 53 52 275 595 93 56 53 321
internal_value=0 0.00074705 0.00168596 0.00139865 0.000491078 0.00175725 0.000736049 0.000924267 0.00167918 0.00141477 0.00188939 0.00112236 0.00129658 0.00178603 0.00148634 0.00176407 0.00165954 0.00129087 0.00181171 0.00175727 0.00178332 0.00169285 0.00184551 0.00203618 0.00109359 0.00130575 0.00170472
internal_weight=0 389 2585 514 289 2071 186 128 255 113 142 259 166 1872 199 1721 539 113 1182 426 1092 445 647 151 113 119 374
internal_count=2974 389 2585 514 289 2071 186 128 255 113 142 259 166 1872 199 1721 539 113 1182 426 1092 445 647 151 113 119 374
is_linear=0
shrinkage=0.00260187


Tree=2576
num_leaves=28
num_cat=0
split_feature=1 12 2 14 12 2 2 2 49 49 4 12 48 1 12 4 4 16 13 43 43 12 13 16 48 1213 15
split_gain=74.7583 15.168 8.15875 7.43752 8.61702 4.02668 6.13472 3.58428 3.2275 4.91103 4.48019 3.08822 2.78851 2.64689 2.53856 2.31505 3.13878 1.82963 1.60625 1.21088 1.02757 0.976461 1.11604 0.939165 0.688176 0.956596 0.644653
threshold=0.10921500000000002 0.085075000000000026 0.11504500000000002 0.073890000000000011 0.056995000000000011 0.072175000000000017 0.087665000000000007 0.14132000000000003 0.082820000000000019 -0.07278999999999998 -0.15283499999999997 0.090285000000000018 0.10126 0.089895000000000017 0.10061500000000002 -0.14994999999999997 0.03851000000000001 0.022165000000000004 -0.079199999999999979 -0.057539999999999994 0.31405000000000005 0.084065000000000015 -0.087299999999999989 -0.082119999999999985 0.088875000000000023 0.062550000000000008 -0.26361999999999991
decision_type=2 2 2 2 2 2 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 14 4 5 -1 -7 12 9 -8 -11 13 17 21 -3 -13 20 18 -2 -18 23 22 -6 -17 25 -23 -9
right_child=1 2 -4 -5 11 6 8 26 -10 10 -12 15 -14 -15 -16 16 19 -19 -20 -21 -22 24 -24 -25 -26 -27 -28
leaf_value=0.0021232540908143549 0.0017761151603898281 0.0035064776855666625 0.0017421929652805801 0.0039589618016619794 0.0032614349476391752 0.0037075709002825103 0.0031934343585122197 0.00094381248442469961 0.0031715124711703228 0.0028431061746700937 0.0017745326164496206 0.0026231020487849353 0.0023984127236746861 0.0027297242679625777 0.0026563459514828682 0.0034647393818019452 0.0030194638235666645 0.0021104536999733948 0.0011772032255119454 0.002517948318160461 0.0028354396774826788 0.0032761139047885633 0.0037648281358965345 0.0031811310976783565 0.0030023644274602712 0.0035610693089836248 0.0013949646743122721
leaf_weight=74 77 59 55 89 65 59 57 52 80 53 84 88 52 64 58 125 77 53 72 85 58 644 87 472 63 118 54
leaf_count=74 77 59 55 89 65 59 57 52 80 53 84 88 52 64 58 125 77 53 72 85 58 644 87 472 63 118 54
internal_value=0 0.00195397 0.002656 0.00314253 0.00311164 0.00273099 0.00286595 0.00161847 0.00268461 0.00248367 0.00218815 0.00319124 0.00180387 0.00329833 0.00308531 0.00306801 0.0031159 0.00165067 0.00148691 0.00275651 0.00320474 0.00333555 0.00354976 0.00324056 0.00329604 0.00332028 0.00117393
internal_weight=0 532 172 2442 2353 407 333 360 274 194 137 1946 254 1041 117 905 817 202 149 162 655 977 152 597 825 762 106
internal_count=2974 532 172 2442 2353 407 333 360 274 194 137 1946 254 1041 117 905 817 202 149 162 655 977 152 597 825 762 106
is_linear=0
shrinkage=0.00287267


Tree=2577
num_leaves=27
num_cat=0
split_feature=1 1 2 12 0 3 3 2 4 4 43 4 0 4 4 43 3 4 160 159 4 1 0 3 12 3
split_gain=83.0227 15.9008 13.0383 10.649 6.986 7.48286 6.22389 4.78638 3.05859 2.86036 2.54133 2.32015 2.19546 1.95173 1.84178 4.08009 1.73182 3.61786 1.70089 1.69626 1.36346 0.985329 0.957098 0.933957 0.440579 0.244492
threshold=0.11657000000000002 0.092845000000000025 0.14132000000000003 0.085845000000000019 -0.14259999999999998 0.084670000000000009 -0.049204999999999992 0.13154000000000002 -0.14595999999999995 0.022635000000000006 -0.070104999999999987 0.032770000000000001 -0.061674999999999994 0.41248000000000007 -0.12685999999999997 -0.033049999999999989 -0.071369999999999975 -0.019465 0.084100000000000022 0.084135000000000001 0.046185000000000004 0.10264000000000002 -0.085349999999999995 0.14813000000000001 0.092755000000000018 -0.077104999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 8 5 -1 -2 11 -3 18 -8 14 -4 -11 15 -6 22 -18 -10 24 21 25 -16 -12 -13 -5
right_child=2 3 12 20 7 -7 10 -9 9 13 23 19 -14 -15 16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.003812403467525914 0.0022292007928839627 0.0024139928666180427 0.00090831748853079358 0.0024466135379873355 0.0018708691900344353 0.0026378277929189346 0.00091823071825057471 0.0019149490744488841 0.001033874405402959 0.0023765743027572479 0.0018666058255978018 0.0024523581888050562 0.00019747844742345458 0.0016388214364271565 0.002922957528652704 0.0028496205166012802 0.0020907941094255962 0.0029116734714557998 0.0017251753488777566 0.0028478084948357326 0.0022595324794773626 0.0029461737134388838 0.002771330016607532 0.0013500790423231315 0.0021586721698519844 0.0026872790437503509
leaf_weight=91 91 56 76 68 52 71 63 54 52 54 52 88 55 52 514 79 74 85 53 64 65 82 795 52 70 66
leaf_count=91 91 56 76 68 52 71 63 54 52 54 52 88 55 52 514 79 74 85 53 64 65 82 795 52 70 66
internal_value=0 0.00264747 0.00130594 0.00223787 0.00275765 0.0032978 0.00165915 0.00271097 0.00185037 0.00170065 0.00134835 0.00273456 0.000610094 0.00201493 0.00277071 0.00246133 0.0027983 0.00252981 0.00138309 0.00247402 0.00260595 0.00271007 0.00283089 0.00160862 0.00232243 0.00256537
internal_weight=0 2585 389 548 2037 162 258 1875 267 211 167 1821 131 106 1599 131 1468 159 105 222 281 216 1309 104 158 134
internal_count=2974 2585 389 548 2037 162 258 1875 267 211 167 1821 131 106 1599 131 1468 159 105 222 281 216 1309 104 158 134
is_linear=0
shrinkage=0.00270699


Tree=2578
num_leaves=16
num_cat=0
split_feature=3 123 3 15 3 13 49 4 13 4 43 3 13 130 49
split_gain=2.10273 2.10715 1.67902 1.85149 1.37315 2.15981 1.20545 1.86936 4.3392 0.948283 1.94393 1.11621 1.00929 0.789661 0.589949
threshold=0.092005000000000017 0.08980500000000001 -0.0031199999999999995 -0.10271999999999999 -0.026279999999999998 -0.009244999999999998 0.036605000000000006 -0.029404999999999997 -0.11210999999999999 -0.15764999999999998 -0.028184999999999998 -0.13117499999999996 -0.085349999999999995 -0.083579999999999988 -0.08428999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 9 -6 7 -2 -9 10 -1 12 -11 -13 -15
right_child=6 -3 3 -5 5 -7 -8 8 -10 11 -12 13 -14 14 -16
leaf_value=-0.001980051230601017 0.0024808766534016942 -0.00066091700393518965 0.001631712445302653 0.0063435060699927933 0.0023189542576461529 -0.0028012120256517225 0.0026117609719230155 0.001856140252298476 -0.0044963127527523983 0.0021936698389488458 0.0028103601595651714 0.0043519159996591502 0.0054167874319773299 0.00034569941558334122 0.0023509643858599404
leaf_weight=62 82 99 58 92 91 57 94 93 90 70 86 82 102 65 1751
leaf_count=62 82 99 58 92 91 57 94 93 90 70 86 82 102 65 1751
internal_value=0 0.00228915 0.00240532 0.00452308 0.00227096 0.00034551 0.000604765 -0.00010632 -0.00126681 0.00239934 0.000802078 0.00251344 0.00410633 0.00236897 0.00227931
internal_weight=0 2615 2516 150 2366 148 359 265 183 2218 148 2070 172 1898 1816
internal_count=2974 2615 2516 150 2366 148 359 265 183 2218 148 2070 172 1898 1816
is_linear=0
shrinkage=0.0206272


Tree=2579
num_leaves=21
num_cat=0
split_feature=1 2 1 34 148 2 159 124 150 4 2 13 2 1453 4 4 2 15 15 475
split_gain=82.8731 13.5204 13.3579 9.21726 6.34125 4.90112 4.65234 4.28241 3.23248 3.2298 2.86772 2.18076 2.05601 1.33641 1.76472 1.80578 2.13686 1.18111 1.36641 1.04995
threshold=0.11657000000000002 0.14132000000000003 0.089625000000000024 -0.023104999999999997 -1.0000000180025095e-35 0.13154000000000002 0.081975000000000006 -1.0000000180025095e-35 1.0000000180025095e-35 0.31392000000000003 0.099185000000000009 -0.14847499999999997 0.17553000000000005 -0.080779999999999977 -0.16236499999999995 -0.085594999999999991 0.084095000000000017 -0.096724999999999992 0.089715000000000003 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 -4 11 7 -6 17 10 -5 -1 -3 -13 -15 16 -16 -9 -19 -17
right_child=1 12 4 9 6 -7 -8 8 -10 -11 -12 13 -14 14 15 19 -18 18 -20 -21
leaf_value=0.0032415538434747118 0.00056981973711343881 0.00083785893272330812 0.0014729238205025217 0.0025247097970767162 0.0018526175648439134 0.0019081927746053343 0.0017620423905766458 0.0029963852297884255 0.0020213813471308194 0.0014539159434111492 0.0016662011481565881 0.0031747411804010643 0.00014290887019943909 0.0023675584559865537 0.0033868598027483802 0.0030081471751084855 0.0027816201845661981 0.0024055889285694888 0.0027653033995883552 0.0026902414923530853
leaf_weight=68 52 71 67 70 76 54 84 67 72 84 52 52 60 102 69 86 129 159 168 1332
leaf_count=68 52 71 67 70 76 54 84 67 72 84 52 52 60 102 69 86 129 159 168 1332
internal_value=0 0.00124252 0.00260965 0.00160938 0.00228143 0.00272985 0.00236792 0.00246176 0.00256104 0.00187165 0.00215903 0.00275397 0.000519786 0.00273523 0.00272191 0.00274425 0.00299269 0.00265958 0.00259049 0.00270954
internal_weight=0 389 2585 258 693 1892 626 542 466 206 122 1838 131 1770 1718 1616 198 394 327 1418
internal_count=2974 389 2585 258 693 1892 626 542 466 206 122 1838 131 1770 1718 1616 198 394 327 1418
is_linear=0
shrinkage=0.00276112


Tree=2580
num_leaves=18
num_cat=0
split_feature=4 3 2 1 2 39 2 151 16 1 14 11 16 456 50 2 15
split_gain=74.6365 20.366 9.49368 8.33289 6.86178 6.79556 6.26503 4.87389 3.60036 3.57005 3.02739 2.91825 2.87802 1.99669 1.5767 0.801675 0.753936
threshold=0.31392000000000003 0.28833000000000003 0.14290000000000003 0.14860500000000001 -1.0000000180025095e-35 0.085505000000000012 0.092320000000000013 -0.085989999999999983 -0.067969999999999989 0.11392000000000001 -0.41128499999999996 0.07585500000000002 0.0033900000000000002 0.08728000000000001 0.11863000000000001 -0.0011799999999999998 0.086605000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 5 -1 11 -8 16 -2 -11 13 -10 14 -6 -12 -9
right_child=3 -3 -4 -5 6 -7 7 8 12 10 15 -13 -14 -15 -16 -17 -18
leaf_value=0.002817001594828884 0.0018955750083222728 0.0010920132000898483 0.0016305862911320415 4.5255083750770878e-05 0.0029472672165809775 0.0013022188617066556 0.0017217425964529639 0.0028789210332684483 0.0021342066776328904 0.0017677968648010442 0.0011749010012970301 0.0036368056787203073 0.0026909165064108844 0.0033834633326705068 0.0024021100107630609 0.00067735598438273736 0.0032354947403421411
leaf_weight=60 94 69 65 52 1368 55 52 167 122 54 55 64 348 100 54 74 91
leaf_count=60 94 69 65 52 1368 55 52 167 122 54 55 64 348 100 54 74 91
internal_value=0 0.0027597 0.00280488 0.00118807 0.00283563 0.00209283 0.00287172 0.00264319 0.00270896 0.00140249 0.00114902 0.0029841 0.00254648 0.00295663 0.00292659 0.000889745 0.00300482
internal_weight=0 2615 2546 329 2481 115 2366 780 728 277 183 1586 470 1522 1422 129 258
internal_count=2944 2615 2546 329 2481 115 2366 780 728 277 183 1586 470 1522 1422 129 258
is_linear=0
shrinkage=0.00310948


Tree=2581
num_leaves=14
num_cat=0
split_feature=2 10 147 1456 43 1456 48 456 34 43 15 2 1452
split_gain=2.70509 1.56608 1.66104 0.772256 1.26585 1.02274 0.938277 1.18954 0.923673 0.894919 0.684409 0.711301 0.380674
threshold=0.14253500000000002 0.057650000000000007 0.093085000000000015 -0.077489999999999989 -0.0082999999999999984 -0.011624999999999998 0.12036500000000001 0.086210000000000023 -0.083799999999999986 -0.085079999999999975 -0.38214499999999996 0.16993500000000003 0.080100000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 12 -5 7 8 -7 -9 -2 -12 -1
right_child=10 -3 -4 5 -6 6 -8 9 -10 -11 11 -13 -14
leaf_value=0.0019288643154567885 0.0017210648362753662 -0.00038628200686917352 0.0059671406790527464 -0.00045946722386051999 0.0062290172750754944 0.0048666103908524003 0.00020501068185257008 0.00624173814119512 0.0022978550939300357 0.0027896498486432268 0.00045626690868928418 -0.0027102351111505229 0.0040312194853780649
leaf_weight=100 52 78 56 52 56 59 77 58 2119 66 60 56 55
leaf_count=100 52 78 56 52 56 59 77 58 2119 66 60 56 55
internal_value=0 0.00243626 0.00251795 0.00244475 0.00362019 0.00234264 0.00240398 0.00247744 0.00236754 0.00440608 -0.000205179 -0.00107053 0.00267625
internal_weight=0 2776 2698 2642 211 2431 2379 2302 2178 124 168 116 155
internal_count=2944 2776 2698 2642 211 2431 2379 2302 2178 124 168 116 155
is_linear=0
shrinkage=0.0202227


Tree=2582
num_leaves=24
num_cat=0
split_feature=1 3 1 151 52 14 3 3 52 0 1 43 2 43 2 1 133 2 0 51 133 52 50
split_gain=70.5117 12.6563 9.21689 6.29531 6.09382 5.09903 4.4716 3.55702 3.51494 3.3362 2.6616 5.84647 5.33952 1.97973 2.96216 1.44862 1.06007 1.04985 1.65476 1.20991 0.865475 0.61641 0.351627
threshold=0.11319000000000001 0.3148450000000001 0.10075500000000003 -0.086439999999999989 -0.23047999999999999 0.073890000000000011 0.084670000000000009 -0.046079999999999989 -0.037619999999999994 -0.060094999999999989 0.13130500000000003 -0.073079999999999992 1.0000000180025095e-35 -0.081314999999999985 0.11621000000000002 0.10529500000000001 0.11524500000000001 0.089545000000000013 -0.10028499999999999 0.010750000000000001 0.26391000000000003 -0.015824999999999995 0.091130000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 -4 -2 6 9 15 -8 16 12 -12 -6 -11 -15 -5 17 18 -1 -19 -18 -14 -22
right_child=1 -3 3 7 10 -7 8 -9 -10 13 11 -13 21 14 -16 -17 20 19 -20 -21 22 -23 -24
leaf_value=0.0029841855294297209 0.0022906182819971959 0.00029904252392592545 0.0010266825007352303 0.0026881373498945167 0.0020570801585403833 0.0030655674818174882 0.002232727039820615 0.0016631256356558065 0.0013486480052927899 0.001707493838990465 0.00035956147561242352 0.0015277720416171938 0.0013593656727308708 0.0027310191422177804 0.0018496945455345223 0.0021172350157196433 0.0019904007307018027 0.0024359815813021308 0.0025006960139719822 0.0020758405869113648 0.0024440407442776679 0.00096541773653270439 0.0021785764177081942
leaf_weight=58 52 98 54 58 75 85 95 97 54 74 63 68 52 58 59 84 60 402 933 88 147 75 55
leaf_count=58 52 98 54 58 75 85 95 97 54 74 63 68 52 58 59 84 60 402 933 88 147 75 55
internal_value=0 0.00118532 0.00233933 0.00187922 0.00141084 0.00240149 0.00237438 0.00207172 0.00191252 0.00240995 0.00127337 0.000966186 0.00147244 0.00206254 0.00228684 0.00235063 0.002448 0.00247688 0.00252902 0.00237136 0.00228465 0.00112695 0.00237191
internal_weight=0 483 2461 293 385 2168 2083 239 149 1934 333 131 202 191 117 142 1743 1481 991 490 262 127 202
internal_count=2944 483 2461 293 385 2168 2083 239 149 1934 333 131 202 191 117 142 1743 1481 991 490 262 127 202
is_linear=0
shrinkage=0.00276112


Tree=2583
num_leaves=28
num_cat=0
split_feature=4 3 3 43 3 43 43 13 0 0 123 2 52 3 3 4 15 0 0 43 3 3 3 0 52 15 50
split_gain=93.1707 33.0441 16.0853 10.169 9.05527 6.9725 5.18041 6.19384 3.2863 2.53436 1.90359 1.79768 2.0941 7.31454 1.74857 2.2172 2.3498 1.55864 1.1243 2.45266 1.38633 1.09472 0.996582 0.884401 0.749003 0.353572 0.340092
threshold=0.31392000000000003 0.28833000000000003 -0.065674999999999983 -0.035884999999999993 0.3148450000000001 -0.049999999999999996 -0.23287499999999997 -0.046389999999999994 -0.14680499999999999 -0.10147999999999999 0.083835000000000007 0.10100500000000003 -0.26876499999999998 -0.08867499999999999 0.12478500000000002 0.0019650000000000002 -0.0039399999999999991 -0.10998999999999999 -0.079249999999999987 -0.12118 -0.079224999999999976 -0.012814999999999998 -0.11151499999999999 -0.068189999999999987 -1.0000000180025095e-35 -0.039149999999999997 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
left_child=1 2 8 6 5 21 -4 -8 -1 -7 -9 18 25 -14 15 16 -5 -17 20 -20 22 -2 -10 -21 -18 -13 -22
right_child=4 -3 3 14 -6 9 7 10 11 -11 -12 12 13 -15 -16 17 24 -19 19 23 26 -23 -24 -25 -26 -27 -28
leaf_value=0.0033419003018433789 0.00091853631140732502 0.00060022493485646297 0.0024652575515690489 0.0018454905907097259 2.6074519828635738e-05 0.0019923421554003539 0.0021546496692189136 0.00065294373963592945 0.0031723201353325769 0.0012243694307550713 0.001409470165599985 0.0025899615251376473 0.001389485770829008 0.0026932686962650287 0.0019684772750506218 0.0031056624468041713 0.0027359356716534222 0.0025292686404637861 0.0020400436582173648 0.0025860973673523429 0.0024405570003442532 0.00038072099133153956 0.0027814809981938416 0.0028932583758340658 0.0022947279054228551 0.0029086200780920036 0.0027030232125549924
leaf_weight=62 70 69 53 58 69 69 63 52 56 68 54 58 52 100 52 66 68 88 56 263 117 53 940 107 58 59 64
leaf_count=62 70 69 53 58 69 69 63 52 56 68 54 58 52 100 52 66 68 88 56 263 117 53 940 107 58 59 64
internal_value=0 0.00252389 0.00257601 0.00217782 0.000933507 0.00117421 0.0016962 0.00145484 0.00270201 0.00161138 0.00103863 0.0026808 0.00246653 0.00224744 0.00245189 0.00252617 0.0023165 0.00277649 0.00271673 0.00259161 0.002762 0.000687039 0.00280349 0.00267501 0.00253308 0.00275091 0.00253353
internal_weight=0 2615 2546 612 329 260 222 169 1934 137 106 1872 269 152 390 338 184 154 1603 426 1177 123 996 370 126 117 181
internal_count=2944 2615 2546 612 329 260 222 169 1934 137 106 1872 269 152 390 338 184 154 1603 426 1177 123 996 370 126 117 181
is_linear=0
shrinkage=0.00281635


Tree=2584
num_leaves=13
num_cat=0
split_feature=4 13 4 14 14 4 52 13 48 2 1 2
split_gain=4.04971 1.50426 0.993018 0.969148 0.97095 1.43725 1.12971 1.12096 0.895341 1.57825 0.811483 0.47742
threshold=0.51734000000000002 -0.17030499999999998 0.0049450000000000006 0.073890000000000011 -1.0000000180025095e-35 0.41552000000000006 -0.063199999999999992 -0.098524999999999988 0.0046200000000000008 0.10556500000000001 0.11947500000000001 0.090420000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 7 -3 11 10 -10 -9 -6
right_child=-2 3 -4 -5 5 -7 -8 8 9 -11 -12 -13
leaf_value=-0.00090571038506488091 -0.0014424353303398685 0.0021255976973532146 0.0020816432447661724 0.0041565193949114204 0.0052704512018193475 -0.0003222193005723398 0.0057907788444910274 0.0022630532393763604 0.00080940242989860464 0.0035412457048953241 0.0043884502694383765 0.002836390405274951
leaf_weight=80 101 56 65 89 53 72 53 1859 317 87 60 52
leaf_count=80 101 56 65 89 53 72 53 1859 317 87 60 52
internal_value=0 0.00221551 0.000432126 0.00231128 0.00224826 0.00217575 0.00390951 0.00224991 0.0021677 0.00139817 0.00232961 0.00406684
internal_weight=0 2843 145 2698 2609 2500 109 2428 2323 404 1919 105
internal_count=2944 2843 145 2698 2609 2500 109 2428 2323 404 1919 105
is_linear=0
shrinkage=0.0179572


Tree=2585
num_leaves=15
num_cat=0
split_feature=1 123 3 39 4 457 0 4 1420 1 4 16 13 123
split_gain=57.4511 11.5186 7.88767 6.51334 5.48459 3.49611 3.22516 2.5626 2.21879 2.04277 1.97714 1.21718 1.06879 1.04242
threshold=0.11657000000000002 1.0000000180025095e-35 0.28833000000000003 0.087880000000000014 0.31392000000000003 0.10081000000000002 0.14054500000000003 0.27644500000000005 -0.082399999999999987 0.10471000000000001 0.043640000000000005 -0.026479999999999997 -0.011809999999999999 0.086990000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 5 6 8 -2 -1 10 -10 -11 -3 -5
right_child=2 12 -4 13 -6 -7 -8 -9 9 11 -12 -13 -14 -15
leaf_value=0.0030833360433472324 0.0021380817445587441 0.0017952087050317658 0.00039222616262286957 0.0012337860054159469 0.0017263255250911042 0.0016845774306914079 0.0017599506069865089 0.0013501140815965038 0.0025321810287396835 0.0024427851482172751 0.0022541888804917341 0.0018504158299158082 0.0012606295522622985 0.00069117414152867357
leaf_weight=55 88 67 96 52 97 52 56 64 1776 55 265 73 68 82
leaf_count=55 88 67 96 52 97 52 56 64 1776 55 265 73 68 82
internal_value=0 0.00237653 0.00113396 0.00138282 0.00242378 0.00245278 0.00247028 0.00180652 0.00248816 0.00247305 0.0024961 0.0021052 0.00152618 0.000901978
internal_weight=0 2564 382 286 2429 2332 2280 152 2224 2169 2041 128 135 134
internal_count=2946 2564 382 286 2429 2332 2280 152 2224 2169 2041 128 135 134
is_linear=0
shrinkage=0.00298873


Tree=2586
num_leaves=24
num_cat=0
split_feature=1 155 2 147 39 39 2 52 1 0 150 1 1 0 52 123 42 157 150 0 1 42 128
split_gain=72.4155 17.735 10.453 9.52963 6.09949 5.19498 4.48069 4.29872 3.07307 3.04926 2.2154 2.68772 3.25281 2.08309 1.50573 1.35899 1.26025 1.48585 1.48199 2.69508 2.40121 1.46818 0.0857663
threshold=0.10509 0.10022500000000002 0.14253500000000002 0.087170000000000011 0.0047850000000000011 0.089030000000000012 0.10836000000000003 0.13072500000000004 0.088035000000000016 -0.061674999999999994 0.093965000000000007 0.11077000000000002 0.12072500000000001 -0.046614999999999997 0.089455000000000021 0.085705000000000017 -0.11100999999999998 -0.084589999999999985 0.082085000000000019 -0.14164999999999997 0.085780000000000009 0.083825000000000024 0.093095000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 6 7 16 10 -6 -4 11 -2 -13 14 -8 -7 22 21 19 -19 -20 -18 -1
right_child=1 -3 9 -5 8 15 13 -9 -10 -11 -12 12 -14 -15 -16 -17 17 18 20 -21 -22 -23 -24
leaf_value=0.0029914233582319302 0.0011521399628373621 0.0031803633633940434 0.0010048706173844679 0.0016485819555603315 0.0024765413413908939 0.0013703326559499544 0.0022614591275610997 0.0024923058362573305 0.0015302226225122064 3.9877002909874867e-05 0.0010811375053048876 0.0022690434086387917 0.0014255018144835095 0.0017986453054698751 0.0028616471849213622 0.00073337878565919463 0.0033502680560905554 0.0032114840799054491 0.0028226566722692713 0.0027132584457169495 0.0019196559541760101 0.002774003738572959 0.0031736145787463043
leaf_weight=64 54 52 64 82 67 56 102 58 57 54 59 99 70 53 60 65 71 105 54 1403 52 92 53
leaf_count=64 54 52 64 82 67 56 102 58 57 54 59 99 70 53 60 65 71 105 54 1403 52 92 53
internal_value=0 0.00150795 0.0013577 0.00265025 0.00268702 0.0015609 0.00272494 0.00175031 0.0020418 0.000563534 0.00159758 0.00173408 0.00191984 0.00231516 0.00248395 0.00102843 0.00277144 0.00275149 0.00272382 0.00274797 0.00237998 0.00302521 0.00307423
internal_weight=0 631 579 2315 2233 461 2109 340 124 118 282 223 169 215 162 121 1894 1777 1614 1508 106 163 117
internal_count=2946 631 579 2315 2233 461 2109 340 124 118 282 223 169 215 162 121 1894 1777 1614 1508 106 163 117
is_linear=0
shrinkage=0.00298873


Tree=2587
num_leaves=27
num_cat=0
split_feature=1 12 1 10 4 2 4 0 147 4 4 12 41 0 12 157 12 4 4 12 0 16 51 16 0 4
split_gain=68.9803 12.9738 10.2492 7.56215 6.35919 5.50765 4.10797 3.46641 3.23709 3.12192 4.33219 2.31711 2.35314 2.23521 2.15673 1.87775 1.72704 1.47401 1.18075 1.11935 1.05431 0.969934 1.45773 0.880836 0.557641 1.03047
threshold=0.10509 0.085075000000000026 0.13130500000000003 -1.0000000180025095e-35 0.51367000000000018 0.099845000000000003 -0.036839999999999991 -0.12851999999999997 0.087170000000000011 -0.14595999999999995 0.056815000000000011 0.087065000000000017 0.075585000000000013 -0.06537999999999998 -0.042789999999999988 -0.086989999999999984 0.099980000000000013 -0.008454999999999999 -0.018069999999999996 0.097145000000000023 -0.084154999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.061714999999999992 -0.049474999999999998 -0.0042499999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 6 -1 9 8 -3 -7 11 -2 -11 12 15 18 -12 -5 -8 -17 20 21 -13 -9 -23 -20 25 -21
right_child=1 2 -4 5 -6 7 16 19 -10 10 14 13 -14 -15 -16 17 -18 -19 23 24 -22 22 -24 -25 -26 -27
leaf_value=0.0014767319361860588 0.0020345596252339488 0.0031195980484806846 0.00095261653661648604 0.0032841613865964786 0.00053783166779344913 0.0016789132262394479 0.0024866908102170408 0.0028505026957615725 0.0019784142695225613 0.00074082055841225968 0.0011869548014839392 0.0029059112861700332 0.0033915728973195735 0.0020126904070322401 0.0018363488310644291 0.0026383140959175527 0.001735198774042094 0.0029364756815143229 0.0026111276558539545 0.0026736180069518839 0.0026359198146748701 0.0026656084082933747 0.0020361514239253223 0.0022505416068089724 0.0019925344552783669 0.0021383373761705718
leaf_weight=52 54 53 52 58 98 63 54 71 55 91 84 169 58 52 93 461 52 210 146 53 503 83 52 100 52 77
leaf_count=52 54 53 52 58 98 63 54 71 55 91 84 169 58 52 93 461 52 210 146 53 503 83 52 100 52 77
internal_value=0 0.00148987 0.00208284 0.0025829 0.0011919 0.0026083 0.00245228 0.00231804 0.00268053 0.00139087 0.00126105 0.00270249 0.0028211 0.00260622 0.00152834 0.00277567 0.00211833 0.00273168 0.0026398 0.00242173 0.00270387 0.00257075 0.00242338 0.00246468 0.0022529 0.00235681
internal_weight=0 631 211 2315 420 2263 159 451 1812 322 268 1757 787 970 177 729 106 671 918 388 672 206 135 246 182 130
internal_count=2946 631 211 2315 420 2263 159 451 1812 322 268 1757 787 970 177 729 106 671 918 388 672 206 135 246 182 130
is_linear=0
shrinkage=0.00293013


Tree=2588
num_leaves=26
num_cat=0
split_feature=1 1 12 123 4 14 4 158 12 16 12 1 123 4 4 4 16 12 13 123 13 1429 1 43 131
split_gain=172.599 28.6838 20.2984 12.2853 9.75227 5.67055 5.49108 3.69834 3.60956 5.61752 3.35239 3.34521 5.01926 3.26618 3.0453 2.74063 2.44373 2.28982 1.9312 1.64212 1.83432 1.49895 1.38271 1.03289 0.707165
threshold=0.10509 0.13074500000000003 0.085075000000000026 1.0000000180025095e-35 0.043640000000000005 0.073890000000000011 -0.036839999999999991 0.019155000000000002 0.078120000000000009 0.0054050000000000009 0.091290000000000024 0.15390500000000004 0.090270000000000017 0.24099500000000004 -0.00076499999999999995 -0.14088999999999999 -0.11807499999999999 0.099680000000000005 -0.069874999999999979 0.085705000000000017 -0.0015099999999999998 0.086095000000000019 0.090300000000000005 -0.012119999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 4 5 8 -4 13 9 14 21 12 18 16 -1 -12 -6 -8 -3 20 -2 22 -10 -18 -17
right_child=1 11 6 -5 7 -7 17 -9 10 -11 15 -13 -14 -15 -16 24 23 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0015543482474502715 0.00084140771228965224 0.00042686277386878445 0.002997417343179644 0.0016863873483223633 0.0027088580362701121 0.0035119895798166527 0.0023103627475936231 0.0027706525234644742 0.0029111641769482884 0.0029392350063511077 0.0021168295702427655 -0.00033428572854574541 -0.00022254632151837633 0.0014725774532556009 0.0024761156244872428 0.0026673878018625293 0.0017478562649984265 0.0014922098503607625 0.0011344284326183127 0.00060505546373364866 0.0013919092997459177 0.0033641298955240811 0.0024815246078247091 0.0022947111371408183 0.0029274535253509108
leaf_weight=57 88 59 53 90 61 82 53 81 906 87 66 53 56 52 53 458 55 52 59 60 98 53 62 52 100
leaf_count=57 88 59 53 90 61 82 53 81 906 87 66 53 56 52 53 458 55 52 59 60 98 53 62 52 100
internal_value=0 0.00105823 0.00149953 0.00268736 0.00272783 0.0028002 0.00227194 0.00226516 0.0027685 0.00241424 0.0028109 0.000272718 0.000457779 0.00207891 0.00199874 0.00265093 0.00226641 0.00190546 0.000780895 0.00100331 0.00113162 0.00290865 0.00288368 0.00201389 0.00271405
internal_weight=0 631 404 2315 2225 1924 158 301 1842 197 1645 227 174 220 110 624 168 105 118 246 186 1021 968 107 558
internal_count=2946 631 404 2315 2225 1924 158 301 1842 197 1645 227 174 220 110 624 168 105 118 246 186 1021 968 107 558
is_linear=0
shrinkage=0.00276112


Tree=2589
num_leaves=15
num_cat=0
split_feature=4 457 16 39 4 43 13 40 39 1374 2 43 4 3
split_gain=3.73429 1.79187 1.76752 1.4504 1.41732 0.755064 0.747633 0.996811 1.19992 0.718839 0.670624 0.829949 0.742643 0.163939
threshold=0.27258000000000004 0.11129500000000002 -0.14463999999999996 0.099350000000000008 0.41823000000000005 -0.073079999999999992 0.26379000000000002 -0.034699999999999988 0.086040000000000019 0.086000000000000007 0.10043500000000001 -0.082689999999999986 -0.34140499999999996 -0.020049999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 13 -6 7 8 -1 10 12 -12 -9 -2
right_child=2 -3 -4 -5 5 -7 -8 9 -10 -11 11 -13 -14 -15
leaf_value=-0.00042782870101409128 0.00041414071312603198 -0.00045630531142041084 -0.0016289612595259549 0.00013372647628134008 0.00086550049503062929 0.0032318289195093293 0.0044362557757665613 0.0043231612548747427 0.0027166115451117121 0.0045588069691636967 0.00042502544676085828 0.0023726565724593797 0.0026984673123949896 -0.00092820260453730405
leaf_weight=67 52 57 77 68 65 96 65 85 72 57 76 363 1694 52
leaf_count=67 52 57 77 68 65 96 65 85 72 57 76 363 1694 52
internal_value=0 0.00250821 0.00062676 0.00257462 0.00128288 0.0022776 0.00264151 0.0025931 0.00119965 0.00267816 0.00262975 0.00203589 0.0027762 -0.000255294
internal_weight=0 2604 342 2547 265 161 2479 2414 139 2275 2218 439 1779 104
internal_count=2946 2604 342 2547 265 161 2479 2414 139 2275 2218 439 1779 104
is_linear=0
shrinkage=0.0169215


Tree=2590
num_leaves=12
num_cat=0
split_feature=3 15 9 2 15 484 1375 160 484 15 0
split_gain=3.32106 1.93793 1.39116 1.46127 1.30486 1.17714 1.05881 1.6013 0.929115 0.895259 0.617461
threshold=0.30863500000000005 -0.41956999999999994 0.08542000000000001 -0.0098549999999999974 -0.46645999999999993 0.12428000000000002 -0.084629999999999997 0.057440000000000012 -0.077959999999999988 -0.095814999999999997 -0.13619499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 6 -5 8 -8 -9 -2
right_child=10 2 -4 5 -6 -7 7 9 -10 -11 -12
leaf_value=0.0015883985095175076 -0.0023941032985649001 -0.00039309387433516103 0.0052079499436016906 0.00025931466922466859 -0.0021044996534744513 0.0045250341154368387 0.0034728254685275932 0.0017718492441364865 0.0020721179728005732 0.0040872698979602219 0.00027550374878768314
leaf_weight=85 52 67 60 84 55 88 182 75 1855 267 72
leaf_count=85 52 67 60 84 55 88 182 75 1855 267 72
internal_value=0 0.00228049 0.00239251 0.00232791 0.000136192 0.00239945 0.00232343 0.00239623 0.00219737 0.00358009 -0.0008424
internal_weight=0 2818 2678 2618 140 2551 2463 2379 2037 342 124
internal_count=2942 2818 2678 2618 140 2551 2463 2379 2037 342 124
is_linear=0
shrinkage=0.0186827


Tree=2591
num_leaves=14
num_cat=0
split_feature=15 40 0 124 150 50 160 1210 15 160 124 9 0
split_gain=2.37329 1.33702 1.07752 1.29959 0.841911 0.805509 1.24062 0.642816 0.517104 0.522916 1.01151 0.73056 0.260628
threshold=-0.26361999999999991 0.0045850000000000005 0.0040950000000000005 -0.078224999999999989 0.11680000000000001 0.12170000000000002 -0.15142999999999998 -0.087769999999999973 -0.23031999999999997 0.061085000000000007 -0.048219999999999992 0.082325000000000023 -0.095909999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 7 -7 -2 -9 11 -11 -10 -5
right_child=1 -3 -4 12 -6 6 -8 8 9 10 -12 -13 -14
leaf_value=-0.0022048980820280986 0.00062378364663029102 -0.0011459962061136533 -0.0029013334874964411 0.00092538902534926163 0.00041679740013433149 0.0030686099778688327 -0.0015436644508166209 0.0048663931262231475 0.0024012517883885177 0.00065355841505906117 0.0039372556600539314 0.0050922469197480849 0.0030488335210928051
leaf_weight=52 82 55 53 55 103 59 62 55 1879 58 308 54 67
leaf_count=52 82 55 53 55 103 59 62 55 1879 58 308 54 67
internal_value=0 0.00236566 -5.73305e-05 0.000807549 0.00243836 0.0025197 0.000703287 0.00260982 0.0026789 0.00262647 0.00341755 0.00247655 0.00209354
internal_weight=0 2715 227 174 2660 2557 121 2436 2354 2299 366 1933 122
internal_count=2942 2715 227 174 2660 2557 121 2436 2354 2299 366 1933 122
is_linear=0
shrinkage=0.0227741


Tree=2592
num_leaves=24
num_cat=0
split_feature=1 155 51 0 48 0 16 4 484 475 3 3 12 160 150 3 474 0 4 12 12 0 155
split_gain=2.33808 2.0513 1.86382 1.82621 1.81537 1.65788 2.80563 1.68798 1.83845 1.1574 1.03958 1.04422 1.05158 0.865382 0.855134 0.827531 0.796319 0.691651 0.650933 0.486742 0.615677 0.490106 0.278523
threshold=0.090540000000000023 0.084710000000000021 0.085935000000000011 0.027395000000000006 0.087310000000000013 -0.15127999999999997 -0.5061699999999999 -0.079524999999999985 0.057010000000000005 -0.085684999999999997 -0.15500999999999998 0.090170000000000014 0.084735000000000019 -0.076594999999999983 0.08486500000000001 0.13470000000000001 0.082665000000000002 -0.11262999999999999 -0.082804999999999976 0.085465000000000013 0.08598500000000002 -0.077944999999999987 0.13600000000000004
decision_type=2 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 -4 6 -2 -7 14 13 -11 12 16 -1 -9 -6 17 -12 -19 -14 -21 -22 -3
right_child=1 22 4 -5 15 7 -8 8 -10 10 11 -13 19 -15 -16 -17 -18 18 -20 20 21 -23 -24
leaf_value=0.0063084169113237498 0.00083143623964079892 0.0051821628154060072 0.0055133128676265923 -0.0038193807842422356 0.0027316650115998737 -0.0027736593796727329 -0.0057832968660840615 0.0023013300782193957 -0.002263956099651695 -0.00050710633723857312 0.0061228312834217258 -0.00032212168609338417 0.00049342235523206109 0.0023293637108076568 -0.00039668927341336257 -0.0011872139783439108 0.00094347108095421542 0.0049349676412163016 0.0024611363301473284 0.0042672962772048705 0.0017414801107166653 0.0027724193588246357 0.0028092235707779991
leaf_weight=63 84 52 72 56 59 56 55 391 63 73 61 77 93 52 72 53 54 89 147 71 742 355 52
leaf_count=63 84 52 72 56 59 56 55 391 63 73 61 77 93 52 72 53 54 89 147 71 742 355 52
internal_value=0 0.000959335 0.000630232 0.000141835 0.00269133 0.000449839 -0.00178416 0.000983806 0.0013843 0.00229575 0.00215101 0.00226604 0.00238982 0.00451131 0.00188124 0.000875025 0.00349336 0.00395616 0.00339509 0.00208246 0.00220878 0.00207532 0.00399803
internal_weight=0 1065 961 777 184 721 139 582 526 1877 1762 1689 1612 115 463 112 351 297 236 1261 1168 1097 104
internal_count=2942 1065 961 777 184 721 139 582 526 1877 1762 1689 1612 115 463 112 351 297 236 1261 1168 1097 104
is_linear=0
shrinkage=0.0227741


Tree=2593
num_leaves=19
num_cat=0
split_feature=4 123 13 150 11 0 4 0 4 15 15 11 48 4 49 52 15 4
split_gain=52.915 15.9961 11.3115 4.77778 4.7149 4.89547 9.75694 5.10637 4.05668 3.16516 3.22851 2.54305 2.52053 2.09775 1.47598 1.3838 1.16633 1.04861
threshold=0.31392000000000003 1.0000000180025095e-35 -0.27740999999999993 0.081245000000000026 1.0000000180025095e-35 -0.024974999999999997 -0.44205499999999992 -0.13409999999999997 0.078235000000000013 -0.43091499999999999 -0.2987999999999999 0.086175000000000015 0.084705000000000016 0.0033150000000000007 0.083250000000000005 -0.010394999999999998 -0.50173499999999993 0.18095500000000003
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 7 -7 8 12 16 -11 -6 -4 14 -9 -3 -2 -15
right_child=3 15 4 -5 11 6 -8 13 -10 10 -12 -13 -14 17 -16 -17 -18 -19
leaf_value=0.0010933574737058724 0.0006472773069994064 0.00091960717883890811 0.0009494296595106554 0.0014496089131728008 0.0029595556551239603 0.0023630530483583377 0.00086604895095578863 0.0021952192784138809 0.0023136314902153254 -0.00024646674217079512 0.00073769253653658997 0.0022619322907768752 0.001802513790421597 0.001927704616657416 0.0024451918547991592 0.0015018358764330693 0.0011849057723763495 0.0023254945886198608
leaf_weight=88 68 94 60 74 84 70 74 1280 54 54 56 90 55 322 233 53 66 67
leaf_count=88 68 94 60 74 84 70 74 1280 54 54 56 90 55 322 233 53 66 67
internal_value=0 0.00205088 0.00210554 0.000809914 0.00214281 0.00210696 0.00159397 0.00214262 0.00166332 0.000615782 0.000254281 0.00259889 0.00135769 0.00218519 0.00223374 0.00112974 0.000912308 0.0019963
internal_weight=0 2624 2477 318 2389 2215 144 2071 169 244 110 174 115 1902 1513 147 134 389
internal_count=2942 2624 2477 318 2389 2215 144 2071 169 244 110 174 115 1902 1513 147 134 389
is_linear=0
shrinkage=0.00287267


Tree=2594
num_leaves=24
num_cat=0
split_feature=1 155 0 0 1 1 16 160 483 0 160 150 49 43 13 0 12 12 48 2 13 49 0
split_gain=1.90654 1.43016 1.47366 1.65821 1.17471 1.15899 2.15434 0.890969 1.22855 1.22966 1.04152 0.751035 1.24463 0.893531 0.727905 0.717618 0.665872 1.9666 0.629844 1.1796 1.22637 0.433894 0.224312
threshold=0.092395000000000019 0.084710000000000021 0.051660000000000005 -0.13619499999999998 0.14720000000000003 0.12040000000000002 -0.069169999999999995 0.061085000000000007 -0.069964999999999986 -0.13843999999999998 0.10460500000000002 0.083205000000000015 -0.068059999999999982 -0.40685999999999994 -0.087359999999999979 -0.084544999999999995 -0.0066799999999999993 0.056995000000000011 0.089955000000000021 1.0000000180025095e-35 -0.0093249999999999982 -1.0000000180025095e-35 -0.06563999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 18 6 14 8 -1 -10 21 13 -13 -11 -2 -12 -15 -18 19 20 -5 -9 -21
right_child=1 -3 -4 4 -6 -7 -8 10 9 11 15 12 -14 16 -16 -17 17 -19 -20 22 -22 -23 -24
leaf_value=-0.0010953847086971845 -0.0003054315021111704 0.003091097818847486 -0.0027181831731793822 0.002091412912451668 0.0041843969989611455 -0.0031334503554656381 -0.003150743564917105 0.0028308502840004358 0.0041951486873615523 -0.00077042997849579773 -2.9387487441868005e-05 0.0050941740162746066 0.00094869143691308079 0.0039196330294061551 0.0027644868759995151 0.0028473931341630506 -0.0021220090311658136 0.0017517576373893161 0.0027221085939675318 -0.0018381372481225886 -0.00062563248187247095 0.0051702141948729912 -3.2810351060093646e-05
leaf_weight=61 52 101 53 251 54 58 57 55 85 64 56 66 54 52 80 96 56 1224 79 62 93 81 52
leaf_count=61 52 101 53 251 54 58 57 55 85 64 56 66 54 52 80 96 56 1224 79 62 93 81 52
internal_value=0 0.000810008 0.000551191 0.000758223 0.0013399 -0.00063268 0.00013361 0.00189943 0.00171917 0.00182654 0.0029389 0.0016936 0.00323051 0.00156133 0.00155349 0.00178611 0.00167353 0.00158211 0.00105345 0.000765158 0.00135624 0.00422574 -0.00101655
internal_weight=0 992 891 838 591 247 189 1950 1662 1601 288 1516 120 1396 132 152 1332 1280 537 458 344 136 114
internal_count=2942 992 891 838 591 247 189 1950 1662 1601 288 1516 120 1396 132 152 1332 1280 537 458 344 136 114
is_linear=0
shrinkage=0.0202227


Tree=2595
num_leaves=24
num_cat=0
split_feature=1 3 2 2 0 2 3 2 4 41 43 42 15 3 0 402 0 51 3 133 3 4 42
split_gain=111.116 31.5616 12.312 12.2933 9.89545 9.54364 6.13251 5.82128 4.38373 3.93851 3.32919 2.85369 2.61804 1.89874 1.77856 1.83348 1.48143 1.4754 1.22932 1.7132 1.18165 1.05162 1.02888
threshold=0.10075500000000003 -0.049204999999999992 0.14808000000000002 0.11426500000000002 0.051660000000000005 -1.0000000180025095e-35 0.095880000000000007 0.10615500000000001 0.043640000000000005 1.0000000180025095e-35 -0.049364999999999992 0.097140000000000018 -0.043134999999999993 0.15217000000000003 -0.082914999999999975 -0.0060099999999999989 -0.06612999999999998 -0.004559999999999999 -0.085074999999999998 -1.0000000180025095e-35 -0.11017499999999998 0.074650000000000008 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 5 12 6 -3 8 -7 9 14 -9 18 16 -12 15 -1 -2 -17 -10 -20 -16 -21 -22
right_child=1 2 -4 -5 -6 7 -8 10 11 -11 13 -13 -14 -15 20 17 -18 -19 19 21 22 -23 -24
leaf_value=0.0033952390017799898 0.0025604782485283612 0.00032195604421343438 -0.00019025813305594214 0.0011447045779497381 0.0018098745649222097 0.0021967710610682222 0.0019553236831263815 0.00054715446001033993 0.0022148511812070302 0.0035434678522356941 0.0016744563070625199 0.001855676646303469 0.0029066843560735019 0.00094961293293616567 0.0023058287324781834 0.0031152540225811124 0.0018635368669262071 0.0028252662200443403 0.0023539363666214381 0.0026967853232953633 0.0029050034977898499 0.0032889757869066279 0.0026782698103863778
leaf_weight=80 61 100 80 79 98 68 77 58 52 82 93 55 102 53 52 232 54 575 65 60 357 54 404
leaf_count=80 61 100 80 79 98 68 77 58 52 82 93 55 102 53 52 232 54 575 65 60 357 54 404
internal_value=0 0.00140121 0.000894341 0.00217511 0.00275812 0.00112768 0.00280143 0.00142378 0.00283292 0.00288926 0.00116595 0.00248176 0.00255008 0.00141155 0.00285768 0.00295259 0.0022335 0.00290867 0.00263068 0.0027513 0.00275409 0.00297758 0.00278468
internal_weight=0 748 452 296 2243 372 2145 272 2068 1782 204 286 217 146 1700 887 115 807 231 179 813 114 761
internal_count=2991 748 452 296 2243 372 2145 272 2068 1782 204 286 217 146 1700 887 115 807 231 179 813 114 761
is_linear=0
shrinkage=0.0030485


Tree=2596
num_leaves=23
num_cat=0
split_feature=4 2 12 15 15 0 150 4 4 47 15 0 4 0 52 12 0 2 13 12 0 4
split_gain=40.3674 13.1547 5.89 5.71053 6.2049 4.8954 4.47539 3.71165 3.07292 2.72314 2.79067 2.14423 1.78979 2.5083 1.47353 1.46416 1.35343 1.34658 1.32628 0.757367 0.665472 0.416711
threshold=0.31392000000000003 0.13388500000000003 1.0000000180025095e-35 -0.43091499999999999 -0.2987999999999999 0.051660000000000005 0.095275000000000012 0.51395000000000002 0.043640000000000005 0.077735000000000012 -0.0039399999999999991 -0.14867499999999997 -0.49269499999999994 -0.063819999999999988 -0.085009999999999988 0.098265000000000005 -0.082234999999999989 0.11523000000000001 -0.065239999999999979 0.085945000000000008 -0.076004999999999975 0.18095500000000003
decision_type=2 2 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 9 -2 11 10 14 -4 -13 19 -1 -15 21 -6 -3 -14 -12 -10
right_child=3 18 8 4 17 -7 -8 -9 16 -11 20 12 13 15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0017738987948950811 0.0017101284158136181 0.0004961396257315532 0.0025414491643730311 -0.00051528841277544537 0.0010475194291742649 0.00076428916597814196 0.00086035659673361006 0.00075425135399092246 0.0016367268547474647 0.0022409311759428794 0.0021871327892022964 0.0024128565483209404 0.0018482140046304889 0.001209840333446286 0.0011886388674419506 0.0018104313253651701 0.0013153397936115755 0.00041021934321259769 0.0011233013759445094 0.001996153880475774 0.0017471099930594029 0.0019298531928493431
leaf_weight=57 56 52 53 52 53 59 52 93 97 85 64 67 412 62 107 81 86 62 66 1141 57 77
leaf_count=57 56 52 53 52 53 59 52 93 97 85 64 67 412 62 107 81 86 62 66 1141 57 77
internal_value=0 0.00180419 0.00184834 0.000696621 0.000324294 0.00155584 0.00166643 0.00111372 0.0019161 0.00177963 0.00164194 0.00195884 0.0019413 0.00192266 0.00139224 0.00155025 0.00161747 0.000704204 0.00084719 0.00195693 0.00198011 0.00176662
internal_weight=0 2675 2557 316 167 481 422 149 2076 370 285 1816 1763 1696 164 143 260 115 118 1553 121 174
internal_count=2991 2675 2557 316 167 481 422 149 2076 370 285 1816 1763 1696 164 143 260 115 118 1553 121 174
is_linear=0
shrinkage=0.00293013


Tree=2597
num_leaves=23
num_cat=0
split_feature=1 1456 133 8 10 402 150 1 131 12 52 43 474 49 474 13 1186 42 13 43 43 43
split_gain=2.21718 2.08203 1.87645 1.50411 1.84183 1.22551 1.40264 1.2106 0.844944 0.812861 2.93404 1.54378 1.02597 0.890581 0.765853 0.724371 0.654069 0.793237 0.652427 0.524599 0.511529 0.336984
threshold=0.08346000000000002 -0.076309999999999989 -0.24227499999999996 0.08573500000000002 -0.092019999999999977 0.036770000000000004 -0.07009 0.079225000000000004 0.078355000000000022 0.083885000000000015 -0.010034999999999999 -0.011534999999999998 0.083685000000000023 0.093290000000000012 0.082665000000000002 -0.085784999999999986 1.0000000180025095e-35 0.086375000000000021 -0.010655 -0.0046399999999999992 -0.081744999999999984 -0.078409999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 4 -4 6 -6 8 9 10 15 -12 13 16 -8 -1 17 -11 -10 21 -14 -15
right_child=1 2 3 -5 5 -7 14 -9 18 12 11 -13 20 19 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0013535049992851194 0.0047722544268228419 0.0046085306891179246 -0.0031299739972932413 0.0042310598987719038 -0.0019631871688683129 -0.0017471771699450842 0.00087141397816656687 0.0053904538021780938 0.0055995305949323934 0.0013986642569731704 0.0006905016318430843 -0.0043284106500554014 0.0049081463582877046 0.00078518453149499349 0.0025894791922326846 0.0046995301167182266 0.0045114752215637136 0.0027210779161389621 0.0025391359624105055 0.002142642953480768 0.0023533298139791401 -0.0015895025386157894
leaf_weight=57 65 58 61 52 73 87 824 53 52 426 59 54 86 56 140 63 53 412 85 58 63 54
leaf_count=57 65 58 61 52 73 87 824 53 52 426 59 54 86 56 140 63 53 412 85 58 63 54
internal_value=0 0.00102358 0.000835241 0.000658135 0.000501155 0.000698422 0.000903818 0.00219743 0.00209004 0.00193659 0.000774484 -0.00170589 0.00216055 0.00192552 0.00112116 0.00311208 0.00219583 0.0020491 0.00370242 0.000490539 0.00382946 -0.000378488
internal_weight=0 1360 1295 1237 1185 1124 1037 1631 1578 1441 233 113 1208 1059 964 120 891 838 137 168 149 110
internal_count=2991 1360 1295 1237 1185 1124 1037 1631 1578 1441 233 113 1208 1059 964 120 891 838 137 168 149 110
is_linear=0
shrinkage=0.0214605


Tree=2598
num_leaves=27
num_cat=0
split_feature=1 3 2 2 2 14 43 3 3 4 3 475 1 2 16 4 49 3 43 1454 1 16 4 1447 43 16
split_gain=70.0115 19.4129 10.1507 7.43542 5.42421 4.62232 3.84741 3.42705 3.93265 2.58144 2.93083 2.31889 2.26908 1.72432 2.02455 2.52101 2.1483 1.70534 0.995754 0.936767 1.0732 1.7383 0.88561 0.845069 0.654432 0.622472
threshold=0.10075500000000003 -0.049204999999999992 0.14808000000000002 -1.0000000180025095e-35 0.11426500000000002 0.064610000000000015 -0.078624999999999987 -0.12077499999999998 -0.072649999999999978 0.028075000000000006 0.11745500000000002 -0.029109999999999997 0.080320000000000016 0.10334500000000001 -0.04040499999999999 -0.018664999999999998 0.0065400000000000015 -0.12077499999999998 -0.070914999999999992 0.08141000000000001 0.089875000000000024 -0.077189999999999995 -0.090174999999999991 -0.086059999999999984 0.018455000000000003 -0.014129999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 17 7 -5 12 19 -8 -11 -10 -1 14 16 -16 -13 -2 -19 20 22 -22 -9 -24 -15 -23
right_child=1 2 -4 6 -6 -7 9 8 11 10 -12 13 -14 24 15 -17 -18 18 -20 -21 21 25 23 -25 -26 -27
leaf_value=0.0022520736061270815 0.0025044557944134379 0.00053360564084386803 7.5544850810736202e-05 0.00077817516237139713 0.0013054255400262722 0.0030256594960952291 0.0020602181825432027 0.0028620949198033862 0.0016435918370917904 0.0018403705445951889 0.0010114456061436163 0.0019258499611179605 0.001455590771320516 0.0018322009152068092 0.0023260660020880527 0.0031286590683244266 0.0026216983827881033 0.0021991513458229214 0.001691730913506538 0.0021605669666827435 0.0019027382554438121 0.002699135277214851 0.0028198495553976035 0.0024793882681897784 0.0022352597702427618 0.002270054023791563
leaf_weight=66 85 100 80 56 79 92 74 59 60 66 76 112 54 89 87 52 55 75 57 79 66 59 65 1137 55 56
leaf_count=66 85 100 80 56 79 92 74 59 60 66 76 112 54 89 87 52 55 75 57 79 66 59 65 1137 55 56
internal_value=0 0.0013789 0.00100426 0.0012039 0.00195089 0.0023939 0.00145022 0.00236686 0.00239479 0.00162431 0.00139694 0.00217598 0.00189391 0.0022469 0.00236941 0.00262654 0.00215521 0.00218574 0.00198027 0.00246814 0.00248497 0.00227632 0.00251489 0.00249782 0.00198636 0.00249046
internal_weight=0 748 452 372 296 2243 272 2151 2031 216 142 510 120 450 306 139 167 217 132 1521 1442 181 1261 1202 144 115
internal_count=2991 748 452 372 296 2243 272 2151 2031 216 142 510 120 450 306 139 167 217 132 1521 1442 181 1261 1202 144 115
is_linear=0
shrinkage=0.00287267


Tree=2599
num_leaves=21
num_cat=0
split_feature=2 1 43 14 159 1 15 2 3 0 0 12 2 15 3 42 51 51 43 3
split_gain=2.26564 1.08094 1.51292 1.36413 1.04009 1.46477 0.91481 1.17111 1.69518 4.17978 1.44012 1.03612 0.905849 0.890893 0.873715 0.744555 0.677194 0.869684 0.740198 0.571844
threshold=0.14253500000000002 0.08346000000000002 0.15834000000000004 -1.0000000180025095e-35 0.11287500000000002 1.0000000180025095e-35 0.120215 1.0000000180025095e-35 -0.022704999999999996 -0.05937499999999999 -0.072924999999999976 0.097345000000000015 0.083855000000000013 -0.10059999999999998 -0.0031199999999999995 0.088305000000000008 -0.26625499999999996 -0.085594999999999991 -0.082024999999999987 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 12 7 10 9 -9 15 -12 -1 -10 -2 -5 -14 18 -18 -19
right_child=14 2 -4 6 -6 -7 -8 8 13 -11 11 -13 16 -15 -16 -17 17 19 -20 -21
leaf_value=-8.4351178814286396e-05 0.00063761262019397448 0.0030577855512561045 0.0040612321233779308 0.002424567364488046 -0.00064832886006974762 0.0042418571661696188 0.0030391604713565466 -0.0049155288008413799 -0.0010414568209363966 0.0012840397492019295 -0.0010766538712202636 0.0020300220472474909 -0.00013461846041437305 0.0014474517562324608 -0.0021668156140383899 0.00083878867457017926 0.0050903587320789033 0.0020193145382203207 0.0020956365165286468 0.00087721710746181138
leaf_weight=84 76 100 58 248 56 91 59 73 68 79 134 52 54 191 79 178 56 1014 60 181
leaf_count=84 76 100 58 248 56 91 59 73 68 79 134 52 54 191 79 178 56 1014 60 181
internal_value=0 0.00152838 0.00111417 0.000969394 0.00185007 0.00194105 0.000776198 0.00064549 -0.000125428 -0.00169207 0.00116354 -0.000207048 0.00179641 0.000793223 -0.000790454 0.00176243 0.0019123 0.00199676 0.00354308 0.00184649
internal_weight=0 2836 1240 1182 1596 1540 1082 1023 411 152 612 186 1449 259 155 426 1365 1311 116 1195
internal_count=2991 2836 1240 1182 1596 1540 1082 1023 411 152 612 186 1449 259 155 426 1365 1311 116 1195
is_linear=0
shrinkage=0.0186827


Tree=2600
num_leaves=21
num_cat=0
split_feature=1 1 12 47 0 43 4 52 3 4 2 16 4 4 0 16 16 52 12 3
split_gain=76.7262 17.6009 10.9162 5.42197 3.69402 4.73255 3.33846 3.07551 2.97569 2.64884 2.47591 2.05639 2.72001 1.76401 2.01889 1.95847 1.84177 1.49666 1.27615 1.03725
threshold=0.12313000000000002 0.10075500000000003 0.085845000000000019 0.11230000000000001 -0.060094999999999989 -0.083134999999999987 -0.040394999999999993 0.056265000000000009 0.092005000000000017 -0.35269999999999996 0.13554000000000002 0.0044600000000000013 0.022635000000000006 0.24099500000000004 -0.13619499999999998 0.052150000000000009 -0.034884999999999992 -0.42946499999999993 0.099170000000000022 -0.020049999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 7 8 -6 -4 10 13 -7 -2 12 -3 14 16 19 -1 -17 -8 -16
right_child=3 2 6 -5 5 9 18 -9 -10 -11 -12 -13 -14 -15 15 17 -18 -19 -20 -21
leaf_value=0.0027922470264229722 0.00096962864203903657 0.0010877169805379825 0.0029789590157832131 0.0017990683774290271 0.001738458608718311 0.0029174334913449123 0.0024742998669420656 0.0014428800646811612 0.0020595754936633876 0.0022136383947428603 0.00031906310871538491 0.0020701651775407088 0.001793422764960318 0.0022093409371457297 0.0027123535834561664 0.0026702149145357013 0.0034742566051404419 0.002208830216245019 0.0019111766415031886 0.0030986280209494245
leaf_weight=88 102 90 75 59 81 92 75 53 62 86 92 57 91 59 1421 120 53 115 61 61
leaf_count=88 102 90 75 59 81 92 75 53 62 86 92 57 91 59 1421 120 53 115 61 61
internal_value=0 0.00253456 0.0020152 0.00101623 0.00263874 0.00231526 0.00249117 0.000829109 0.00268106 0.00257757 0.000661271 0.0015931 0.00144269 0.00270115 0.00271675 0.00268946 0.00304882 0.00244456 0.00222195 0.00272827
internal_weight=0 2687 449 306 2238 259 211 247 1979 178 194 238 181 1917 1858 1717 141 235 136 1482
internal_count=2993 2687 449 306 2238 259 211 247 1979 178 194 238 181 1917 1858 1717 141 235 136 1482
is_linear=0
shrinkage=0.00287267


Tree=2601
num_leaves=14
num_cat=0
split_feature=44 48 148 9 48 43 0 3 16 9 52 402 42
split_gain=0.942112 1.1226 1.42986 1.1867 1.01172 1.25448 1.12391 1.00271 0.940987 1.5334 0.931258 0.586803 0.522892
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 -0.075489999999999988 -0.080554999999999974 0.10184000000000001 0.40735000000000005 -0.15530999999999998 -0.049204999999999992 -0.071129999999999985 0.037245000000000007 -1.0000000180025095e-35 -0.16962499999999997 0.085915000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 10 12 11 -10 -5 -8 -6
right_child=-2 3 -4 4 7 -7 8 -9 9 -11 -12 -13 -14
leaf_value=0.0017165881347643852 0.0046138649648557123 0.0049562846283516008 -0.0021574183369423732 0.002111186136383887 0.0030946957769392176 -0.00064055929414787367 0.0040545171337665036 -0.0014917848113794713 0.0012880233376909513 0.0050208192447456414 0.0060872632036616629 0.0021718067151236817 0.00024735466568322748
leaf_weight=102 52 54 77 55 55 89 83 85 1185 53 54 984 65
leaf_count=102 52 54 77 55 55 89 83 85 1185 53 54 984 65
internal_value=0 0.00169714 4.88362e-05 0.00180388 0.00174093 0.00185966 0.00195193 0.000290169 0.00185105 0.00144801 0.00408309 0.00231847 0.0015543
internal_weight=0 2941 179 2762 2708 2503 2414 205 2305 1238 109 1067 120
internal_count=2993 2941 179 2762 2708 2503 2414 205 2305 1238 109 1067 120
is_linear=0
shrinkage=0.0214605


Tree=2602
num_leaves=16
num_cat=0
split_feature=1 12 123 3 12 156 3 14 3 3 124 150 123 52 52
split_gain=1.04985 1.45485 1.06206 1.38914 0.819344 0.77539 1.20672 1.20397 1.40233 1.04589 0.798783 0.8491 0.760068 0.749249 0.440742
threshold=0.12381000000000002 -0.088684999999999986 0.084000000000000005 -0.0091399999999999988 0.10793500000000002 0.11605500000000001 -0.14954999999999999 0.073890000000000011 -0.23098999999999997 -0.13117499999999996 -0.085379999999999984 -0.090139999999999984 0.092515000000000014 0.082640000000000005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 12 6 7 8 -1 -8 -11 -12 14 -13 -3
right_child=1 4 3 -5 -6 -7 9 -9 -10 10 11 13 -14 -15 -16
leaf_value=0.0011641703681323306 0.0031506335529389875 0.0025343861663101384 0.0065341280347932214 0.0017499987625992466 -0.0030228726504526312 0.0035718248865105411 0.00469165169204523 0.0024251959951108759 -0.0038338301124424051 -0.0012216081155094185 0.0044280238734411117 0.0012177994082727289 -0.002127582842779236 0.0020963918390234154 -0.00016916085231012801
leaf_weight=52 70 60 53 78 55 98 57 56 66 52 55 1298 53 825 65
leaf_count=52 70 60 53 78 55 98 57 56 66 52 55 1298 53 825 65
internal_value=0 0.000270977 0.00168598 0.00368742 -0.000593113 0.00158343 0.00150415 -0.000322981 -0.00162926 0.00164327 0.00156524 0.00163189 0.00015629 0.00155934 0.0011266
internal_weight=0 303 2690 131 233 2559 2461 174 118 2287 2230 2178 178 2123 125
internal_count=2993 303 2690 131 233 2559 2461 174 118 2287 2230 2178 178 2123 125
is_linear=0
shrinkage=0.0227741


Tree=2603
num_leaves=13
num_cat=0
split_feature=40 14 1 0 0 1447 1447 160 52 0 484 52
split_gain=0.834639 1.01398 1.45868 1.55382 1.34444 0.77332 2.30579 1.18769 0.807895 1.19403 1.11079 0.938182
threshold=0.053385000000000009 -0.13131999999999996 0.13601500000000002 -0.079119999999999982 -0.07106999999999998 -0.084094999999999989 -0.086254999999999984 -0.54243999999999992 0.28122000000000008 -0.079794999999999991 0.10282500000000001 0.0062600000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 -1 6 -3 -7 10 -10 11 -9
right_child=-2 2 3 -5 -6 7 -8 8 9 -11 -12 -13
leaf_value=0.0049251177468322884 -0.00094643035094872283 0.0017683667587973164 -0.0036158374721150847 0.00083036218562773179 0.00078927699890810488 0.0041587085044047919 -0.0031709597014955297 0.00094824623999463032 -0.0015438893978426368 0.0015200700041940176 0.0036598597702455962 0.0018260804869506002
leaf_weight=64 75 95 52 76 60 55 61 1466 99 101 77 712
leaf_count=64 75 95 52 76 60 55 61 1466 99 101 77 712
internal_value=0 0.00117025 0.00109227 -0.000974253 0.00292561 0.00119157 -0.00016168 0.00127576 0.00121108 2.35182e-06 0.0013182 0.00123531
internal_weight=0 2918 2794 128 124 2666 156 2510 2455 200 2255 2178
internal_count=2993 2918 2794 128 124 2666 156 2510 2455 200 2255 2178
is_linear=0
shrinkage=0.0198262


Tree=2604
num_leaves=19
num_cat=0
split_feature=156 13 1 13 52 475 14 42 14 1454 484 2 13 1213 42 401 403 156
split_gain=0.68669 0.881975 2.4805 3.393 1.34189 0.941588 0.855887 0.81949 0.788357 0.715972 1.05522 0.659251 1.04691 0.604227 0.435785 0.573529 0.372593 0.200929
threshold=0.11605500000000001 0.032645000000000007 0.07665000000000001 0.085955000000000018 -0.077114999999999975 -0.087159999999999987 -0.13131999999999996 -0.015084999999999998 0.056865000000000006 0.082920000000000008 0.10100500000000003 0.084195000000000006 -0.0079349999999999993 0.0017200000000000004 -0.036704999999999995 0.080710000000000018 0.0032850000000000002 0.12820000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 14 -4 -5 -1 -7 11 9 10 -9 12 -8 16 15 -3 -13 -2
right_child=17 2 3 4 -6 6 7 8 -10 -11 -12 13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0010589933382481984 0.002846308452388876 -8.4915211572534011e-05 -0.0052110971278171722 -0.0022136309168404649 0.0012824460576756796 0.0026612613683650466 0.0011743280957243712 0.00077163597956812552 -0.0011045160608620151 -0.00077641768855830906 0.0026918734892852629 0.00037135990784326972 0.0044141522008497042 0.0025203054449146381 0.0024950543457103931 0.002231334562841557 0.0020496324102308823 0.0014137281757244037
leaf_weight=74 60 88 53 54 92 88 68 1601 70 85 94 196 57 76 69 53 52 63
leaf_count=74 60 88 53 54 92 88 68 1601 70 85 94 196 57 76 69 53 52 63
internal_value=0 0.000769781 1.22734e-05 -0.00139567 -9.33626e-06 0.000895596 0.00095627 0.000890925 0.000726987 0.000799118 0.000878238 0.00156598 0.00265319 0.00114595 0.00134737 0.000784399 0.000724014 0.00211408
internal_weight=0 2870 409 199 146 2461 2387 2299 1850 1780 1695 449 125 324 210 141 248 123
internal_count=2993 2870 409 199 146 2461 2387 2299 1850 1780 1695 449 125 324 210 141 248 123
is_linear=0
shrinkage=0.0176051


Tree=2605
num_leaves=23
num_cat=0
split_feature=4 1 3 11 4 1 11 3 0 4 4 4 52 4 157 150 4 1 42 42 4 43
split_gain=50.4295 13.0973 7.3685 5.49403 4.00588 3.08937 2.86688 6.58748 4.76338 2.89112 1.98923 1.85177 1.77243 1.64445 1.4348 1.32796 1.2831 1.05834 0.934113 0.647001 0.593439 0.590338
threshold=0.31392000000000003 0.10359500000000001 -0.047774999999999991 0.077600000000000016 -0.14994999999999997 0.13699000000000003 0.077330000000000024 -0.12077499999999998 -0.10594499999999998 0.0049450000000000006 -0.036839999999999991 -0.0096349999999999977 -0.0083399999999999985 0.018150000000000003 -0.13888499999999995 0.081245000000000026 -0.50139499999999992 0.085110000000000005 0.09364500000000002 0.093435000000000004 0.51074000000000008 -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
left_child=1 6 10 5 -4 15 7 -1 11 14 -3 -9 -8 -6 -10 20 -16 -13 21 -12 -2 -11
right_child=3 2 4 -5 13 -7 12 8 9 18 19 17 -14 -15 16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0011586877926163203 0.00035475979450572365 0.0020717005602576256 0.0016371731292776155 0.0014706409173451352 0.00056246799735978881 0.00011966561754159397 0.0025840012823497537 0.0010687984187663683 0.0015372502092156292 0.0015295974847720469 0.0017093300824382283 0.0018354983614144551 0.0019202938327073258 0.0011518689787900359 0.0024092979716136818 0.0010886888262588105 0.0019819529996773192 0.0013734445344602739 0.0014043235544270935 0.0012824280716821897 0.0007435101362694744 0.001878538284766219
leaf_weight=93 53 78 53 52 98 96 68 53 52 52 54 95 53 54 54 52 1494 60 72 52 64 121
leaf_count=93 53 78 53 52 98 96 68 53 52 52 54 95 53 54 54 52 1494 60 72 52 64 121
internal_value=0 0.00180831 0.00134915 0.000665854 0.000995857 0.000507824 0.00188708 0.00186415 0.0018961 0.00193993 0.00174261 0.00150713 0.00229353 0.000772051 0.00198196 0.000728145 0.00199688 0.00165683 0.00166535 0.00150018 0.000567657 0.00177382
internal_weight=0 2656 389 317 205 265 2267 2146 2053 1845 184 208 121 152 1600 169 1548 155 245 106 117 173
internal_count=2973 2656 389 317 205 265 2267 2146 2053 1845 184 208 121 152 1600 169 1548 155 245 106 117 173
is_linear=0
shrinkage=0.00270699


Tree=2606
num_leaves=26
num_cat=0
split_feature=12 2 2 2 2 52 0 52 52 3 14 0 0 50 1447 0 0 3 43 13 13 42 160 3 133
split_gain=45.4811 12.3291 11.9858 6.5119 9.39277 3.87298 3.29164 2.91586 2.72375 2.14255 2.18066 2.7833 1.84665 1.77924 1.56109 1.77603 2.74838 1.07552 0.929717 1.80127 1.27727 0.85082 0.848506 0.836559 0.655191
threshold=0.078120000000000009 0.123795 0.14132000000000003 0.072175000000000017 0.10859000000000001 0.08321000000000002 -0.024974999999999997 -0.090084999999999985 0.047800000000000009 -0.081224999999999978 0.056865000000000006 -0.108275 -0.081484999999999988 -0.041284999999999995 -0.086009999999999989 0.019150000000000004 -0.07002499999999999 0.28833000000000003 0.10751000000000001 -0.094609999999999986 -0.041479999999999996 0.11466000000000001 0.0012900000000000001 0.12168500000000002 0.084335000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 6 5 7 -1 -5 12 10 11 -2 23 -11 -13 16 -16 -4 19 -15 -20 24 -9 -6 -21
right_child=1 -3 17 4 8 -7 -8 22 -10 13 -12 14 -14 18 15 -17 -18 -19 20 21 -22 -23 -24 -25 -26
leaf_value=0.0014270843485624069 0.00179468743219737 0.0012543664549173501 0.00081193128055271669 0.0024019383636980384 0.00064608745043653198 0.0028227442418625802 0.00057501509137122657 0.0014757443295507757 0.0018867804297135451 0.0017314480197385786 0.0028865203853289017 0.001956817151479771 0.0015670361101510408 0.0016812907302373467 0.0024473765462559019 0.0028178458593059843 0.0019070178523292989 0.0002236261360876238 0.002740261077069611 0.0022199842037308459 0.0021438103707105719 0.0019724594300660528 0.0019678470023336342 0.001167191317455266 0.0024703421206203079
leaf_weight=103 70 99 60 81 57 59 67 77 56 65 80 65 56 55 937 100 93 52 74 271 58 82 54 54 148
leaf_count=103 70 99 60 81 57 59 67 77 56 65 80 65 56 55 937 100 93 52 74 271 58 82 54 54 148
internal_value=0 0.00228574 0.00144391 0.00159649 0.00177022 0.00214425 0.00109146 0.00195527 0.00131554 0.00233439 0.00240612 0.00237571 0.00112379 0.00220624 0.00240972 0.00243575 0.00239862 0.000539075 0.00225104 0.002197 0.00247843 0.00225356 0.00167884 0.000899885 0.00230849
internal_weight=0 2197 776 664 494 271 170 212 223 2098 1345 1265 167 753 1195 1130 1030 112 688 556 132 501 131 111 419
internal_count=2973 2197 776 664 494 271 170 212 223 2098 1345 1265 167 753 1195 1130 1030 112 688 556 132 501 131 111 419
is_linear=0
shrinkage=0.00298873


Tree=2607
num_leaves=12
num_cat=0
split_feature=3 9 9 13 160 12 13 12 41 11 13
split_gain=1.73422 3.20222 1.7511 1.16633 1.17362 1.03198 1.93682 1.31855 0.669619 1.00632 0.450438
threshold=0.28833000000000003 0.089020000000000016 -1.0000000180025095e-35 0.26497500000000002 -0.55171499999999984 0.023990000000000004 0.0083850000000000018 -0.096004999999999993 0.083975000000000008 0.077330000000000024 -0.48634999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 9 -7 -2
right_child=10 -3 3 -5 5 8 -8 -9 -10 -11 -12
leaf_value=-0.0016354887529005603 6.1937810145182588e-05 0.0053664084696973362 -0.0016641936099171229 0.0033500706404141494 0.0033898671065736765 0.0012119629082572281 -0.0030006743220561375 0.00036510719246628183 -0.00074177421551895994 0.0028335269699383174 -0.002194952704172348
leaf_weight=81 55 58 53 75 55 1886 52 402 54 138 64
leaf_count=81 55 58 53 75 55 1886 52 402 54 138 64
internal_value=0 0.0011058 0.00101734 0.00109656 0.00103247 0.00108779 0.000348096 0.000729565 0.00126888 0.00132262 -0.00115021
internal_weight=0 2854 2796 2715 2640 2587 509 457 2078 2024 119
internal_count=2973 2854 2796 2715 2640 2587 509 457 2078 2024 119
is_linear=0
shrinkage=0.0183163


Tree=2608
num_leaves=27
num_cat=0
split_feature=1 12 1 4 4 4 0 4 0 16 1 15 12 4 43 43 51 13 1 52 15 0 16 4 12 12
split_gain=56.5089 14.5695 5.77881 5.44232 4.0758 3.4763 2.65915 4.39919 2.72089 2.46036 1.95735 1.84307 1.74677 1.69091 1.86322 1.81048 1.79436 1.57676 1.52483 1.47353 1.34324 1.26561 1.23577 1.22104 0.948847 0.849881
threshold=0.10398500000000001 0.085075000000000026 0.13074500000000003 0.27120500000000008 -0.14595999999999995 -0.040394999999999993 -0.060094999999999989 -0.42305999999999994 -0.011064999999999998 -0.14463999999999996 0.095435000000000006 -0.14051999999999998 -0.083219999999999988 0.0049450000000000006 0.037915000000000011 -0.0005399999999999999 0.080840000000000009 -0.039559999999999991 0.081540000000000015 0.060690000000000008 -0.26361999999999991 -0.095909999999999981 -1.0000000180025095e-35 -0.0065849999999999997 0.093985000000000013 0.098785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 6 -2 -3 10 18 -9 19 11 21 -11 15 24 23 -17 -12 -8 20 -6 -1 -14 -13 -15 -7
right_child=1 2 -4 -5 9 25 7 8 -10 12 17 13 22 14 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0025707152729141018 0.0013201736299382452 0.0022748400643067186 0.00063869793220725272 0.00096374268714026815 0.00027279165628814556 0.0016646432456337457 0.0016032414601127455 0.0015705673488614332 0.00076434116693719278 -0.00014249833801970374 0.0018310450985455952 0.0019633580127656376 0.00074902011483501301 0.0017041140804729131 0.0021705993820170678 0.0018731297367378242 0.0013920117446116083 0.0011940508214129716 0.002227327352591099 0.0011038643317066825 0.00084625595325776176 0.0020034448282004098 0.00019122372507997091 0.0022404387790850204 0.0012929092824823791 0.0012077047310944261
leaf_weight=57 55 58 52 54 65 68 52 87 54 57 75 932 59 147 53 301 78 53 79 57 65 71 68 148 65 63
leaf_count=57 55 58 52 54 65 68 52 87 54 57 75 932 59 147 53 301 78 53 79 57 65 71 68 148 65 63
internal_value=0 0.000917565 0.00147106 0.00184845 0.000604369 0.0016999 0.00186965 0.00160784 0.00126201 0.000498171 0.00190561 0.00192896 0.000266701 0.00190463 0.00169678 0.00194237 0.00177419 0.00156752 0.00197983 0.000725767 0.000559755 0.00225629 0.000450594 0.00200136 0.00157818 0.00144512
internal_weight=0 667 241 2306 426 189 2252 272 141 371 1980 1852 184 1724 265 1459 379 128 131 187 130 128 127 1080 212 131
internal_count=2973 667 241 2306 426 189 2252 272 141 371 1980 1852 184 1724 265 1459 379 128 131 187 130 128 127 1080 212 131
is_linear=0
shrinkage=0.00281635


Tree=2609
num_leaves=16
num_cat=0
split_feature=14 96 12 42 131 1427 2 42 16 2 42 42 13 129 13
split_gain=1.25829 1.18987 1.14372 1.1664 1.40773 1.11436 1.15346 1.22932 0.695966 0.620953 0.736534 0.719052 0.517615 0.460625 0.413662
threshold=-0.31108499999999994 0.083810000000000009 -0.10468499999999999 -0.015084999999999998 0.11163000000000002 0.083935000000000023 -0.098699999999999982 0.08351500000000002 -0.11227499999999999 0.09056500000000002 -0.090104999999999977 -0.10868499999999999 -0.0093249999999999982 0.083390000000000006 -0.0017949999999999999
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 -5 -8 -4 10 14 -11 -12 -13 -10
right_child=1 -3 3 4 -6 -7 7 -9 9 11 12 13 -14 -15 -16
leaf_value=-0.0012078712644305969 0.0036370732625612438 -0.0018486763478142276 0.0036245189733840736 0.0035358918449926941 -0.0022070623975260191 0.0036414340139631408 0.00012037190263319268 0.001211623777566447 0.0022048033413452155 0.002700622453524162 0.0013724772776380952 0.00085451826642957401 0.0036466269352125511 -0.0014474244431180964 0.00033782193654622808
leaf_weight=93 79 52 83 67 57 64 646 1221 94 58 58 104 142 54 101
leaf_count=93 79 52 83 67 57 64 646 1221 94 58 58 104 142 54 101
internal_value=0 0.00118098 0.00123676 0.0011677 0.00092542 0.00101489 0.000927864 0.000834156 0.00188481 0.00164813 0.00212517 0.000774746 0.0029882 6.64119e-05 0.00123891
internal_weight=0 2880 2828 2749 2055 1998 1934 1867 694 611 395 216 200 158 195
internal_count=2973 2880 2828 2749 2055 1998 1934 1867 694 611 395 216 200 158 195
is_linear=0
shrinkage=0.0202227


Tree=2610
num_leaves=18
num_cat=0
split_feature=1 150 13 13 49 457 13 43 150 43 3 157 13 160 3 49 15
split_gain=2.57906 2.19179 1.4989 1.46028 1.10801 1.41385 0.844102 0.918495 0.721177 0.707601 1.93619 1.07208 1.05107 1.01358 0.823166 0.750428 0.206791
threshold=0.12040000000000002 0.08926000000000002 0.070890000000000022 -0.15122999999999998 -0.070754999999999985 0.05019500000000001 -1.0000000180025095e-35 -0.054204999999999996 0.083205000000000015 -0.016434999999999995 -0.12711499999999995 -0.081189999999999984 0.17888000000000001 0.051580000000000008 -0.07249499999999999 0.12001000000000002 -0.38214499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 -3 -6 7 -2 9 10 -5 -11 15 14 -13 -12 -9
right_child=2 4 -4 8 5 -7 -8 16 -10 11 12 13 -14 -15 -16 -17 -18
leaf_value=0.0033316528908284545 0.00064859489841500532 0.00075301089492841916 -0.0037276823798685498 -0.0021340645195056401 -0.0039943954451391751 -0.00011318437348441934 0.001629643098679333 -0.0010113213079993857 0.0025770828743338237 0.0036098221834567064 0.00080364915167097258 0.0013294931640552153 0.0028643273002653706 0.0031654966471116337 8.6567098492607678e-05 -0.0013863600417609988 -0.0025896904764299658
leaf_weight=100 84 93 52 82 61 71 63 52 100 66 919 644 83 80 262 58 67
leaf_count=100 84 93 52 82 61 71 63 52 100 66 919 644 83 80 262 58 67
internal_value=0 0.000955044 -0.000826377 0.00112077 -0.000807397 -0.00190829 -0.000258455 -0.000845399 0.00102431 0.000953442 0.000631078 0.00130319 0.000845173 0.00114859 0.00097028 0.000673434 -0.00190166
internal_weight=0 2619 318 2394 225 132 266 203 2294 2194 1142 1052 1060 986 906 977 119
internal_count=2937 2619 318 2394 225 132 266 203 2294 2194 1142 1052 1060 986 906 977 119
is_linear=0
shrinkage=0.0186827


Tree=2611
num_leaves=26
num_cat=0
split_feature=1 2 3 4 2 1 4 4 3 16 4 16 4 4 40 159 133 2 133 150 3 16 484 401 133
split_gain=66.9556 16.6851 9.11484 6.81533 6.70991 6.42958 3.94789 3.27437 2.1881 1.94101 1.62895 1.61122 2.93502 6.77656 1.48724 1.4196 1.41908 1.18695 1.16824 1.31724 2.07104 1.55723 0.756424 0.843271 0.427138
threshold=0.10123500000000001 0.11152000000000002 -0.046079999999999989 0.043640000000000005 -1.0000000180025095e-35 0.13872000000000004 0.028075000000000006 -0.015104999999999999 0.10021000000000001 -0.08267999999999999 0.42405000000000009 -0.14463999999999996 -0.14994999999999997 -0.42305999999999994 -0.077194999999999986 0.084135000000000001 0.031880000000000012 0.097110000000000016 0.087455000000000019 0.084925000000000014 -0.04682999999999999 -0.011694999999999999 -0.065039999999999987 -0.43583999999999995 0.096205000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 8 14 6 -3 -2 11 -9 -8 -1 13 -13 -4 16 17 -5 19 20 -14 -21 -20 -24 -18
right_child=1 5 4 15 -6 -7 10 9 -10 -11 -12 12 18 -15 -16 -17 24 -19 22 21 -22 -23 23 -25 -26
leaf_value=0.0026510770485692076 0.0023733627725848168 0.0014171084327114698 0.00096211034319256591 0.0011137887232369886 0.0016642491238585222 2.5853939185230246e-05 0.00034464567916467505 0.0020420086942042055 0.001644522784757285 0.0012932807311475986 0.00091820324424349612 0.0023564225285740864 0.0022775304941687405 0.0010731814256924493 0.00029993451743454976 0.0020649717061491505 0.0020396389148290362 0.0016825753751645717 0.001845611247405536 0.0016366578537307106 0.002762156807117333 0.0023023632019085042 0.0018318005758703206 0.0022137994218022739 0.0016793390223682554
leaf_weight=66 88 83 55 55 95 87 72 52 55 59 87 75 981 58 53 83 56 63 72 53 76 60 54 347 52
leaf_count=66 88 83 55 55 95 87 72 52 55 59 87 75 981 58 53 83 56 63 72 53 76 60 54 347 52
internal_value=0 0.00115335 0.00153833 0.00213695 0.00111811 0.00068285 0.000918919 0.00196685 0.00220019 0.00164431 0.000658668 0.00221676 0.0022006 0.00179704 0.000637432 0.00174861 0.00163228 0.00141772 0.00223325 0.00228133 0.0023124 0.0019904 0.00211427 0.00216243 0.00186644
internal_weight=0 731 402 2206 203 329 242 199 1897 111 159 1842 1776 133 108 309 226 118 1643 1170 1057 113 473 401 108
internal_count=2937 731 402 2206 203 329 242 199 1897 111 159 1842 1776 133 108 309 226 118 1643 1170 1057 113 473 401 108
is_linear=0
shrinkage=0.00281635


Tree=2612
num_leaves=27
num_cat=0
split_feature=4 12 13 12 4 151 40 4 160 48 12 12 158 4 4 4 4 12 51 159 13 4 13 50 1210 13
split_gain=107.883 27.25 14.784 11.4329 9.02092 6.32069 5.94376 3.37887 3.87415 3.03858 2.9353 2.23749 2.0512 1.91261 1.7951 4.79498 4.84537 1.74106 1.37033 1.36331 1.20827 1.09492 1.02995 0.763727 0.718888 0.936511
threshold=0.31392000000000003 0.056995000000000011 -0.27740999999999993 0.11697000000000002 0.049545000000000006 0.0031850000000000003 -0.034699999999999988 0.62720500000000012 -0.068619999999999987 0.087730000000000016 0.086730000000000015 0.14472000000000004 0.078875000000000015 -0.0023699999999999997 -0.17568999999999999 -0.0058699999999999994 0.046185000000000004 -0.041014999999999989 0.0064150000000000014 0.08894500000000001 -0.083849999999999994 0.41939500000000002 -0.088654999999999998 0.08568000000000002 -0.0093199999999999967 -0.09219999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 6 9 8 -2 -4 13 -5 22 24 -8 -16 -17 -10 19 20 -12 -19 -6 -20 -3 -26
right_child=7 3 5 11 12 -7 14 -9 17 -11 18 -13 -14 -15 15 16 -18 21 23 -21 -22 -23 -24 -25 25 -27
leaf_value=0.00015226991336766472 0.0010526661603578614 0.0027815016114247971 0.0016025619641474571 0.0016565813122537266 0.0011697234125127339 0.00064708689708605784 0.002382797902131624 -0.00045551000495542106 -0.00017504008376392524 0.000710678261260995 0.0025813076461486608 0.00084361696067836178 0.0020864373458583194 0.0030456948866436412 0.0012977313203397633 0.0028072940879832094 0.0016134517367980879 0.00063187721442323317 0.0018162443974066543 0.0018763669300149205 0.0022751280126956531 7.3235944756465482e-05 0.0016828403482118594 0.0021998257082872443 0.0027582785615268461 0.0023504456416176566
leaf_weight=69 55 54 88 73 54 52 80 57 83 56 137 52 84 55 83 63 59 70 93 67 788 57 102 96 60 350
leaf_count=69 55 54 88 73 54 52 80 57 83 56 137 52 84 55 83 63 59 70 93 67 788 57 102 96 60 350
internal_value=0 0.00203787 0.00144653 0.00219535 0.00225183 0.00163213 0.00175145 0.000204379 0.000346438 0.00125594 0.00232845 0.00131864 0.00170891 0.00251631 0.0020017 0.00185282 0.00223021 0.000161322 0.00224587 0.00229054 0.00232051 0.0003814 0.00150543 0.00201125 0.00245349 0.00241021
internal_weight=0 2615 550 2065 1940 481 429 322 265 144 1700 125 240 519 285 205 122 210 1181 992 925 127 156 189 464 410
internal_count=2937 2615 550 2065 1940 481 429 322 265 144 1700 125 240 519 285 205 122 210 1181 992 925 127 156 189 464 410
is_linear=0
shrinkage=0.00298873


Tree=2613
num_leaves=20
num_cat=0
split_feature=1 1 155 3 47 124 16 151 1 14 3 151 50 43 133 402 43 52 1
split_gain=49.7566 11.1351 7.54296 4.64237 4.10286 2.83213 2.51146 2.49927 1.95669 1.79648 4.09652 2.11728 1.92702 1.42611 1.18666 1.29466 0.954859 0.573249 0.222908
threshold=0.12040000000000002 0.10123500000000001 0.10022500000000002 0.31316500000000008 0.10070000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.03268999999999999 0.13891000000000003 0.064610000000000015 -0.12077499999999998 0.053170000000000002 0.12170000000000002 -0.026789999999999998 0.087455000000000019 -0.0060099999999999989 -0.073079999999999992 -0.41694999999999993 0.11215000000000001
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 5 4 8 -3 7 -7 16 10 13 12 14 -1 15 -12 -2 -16 -9
right_child=3 2 -4 -5 -6 6 -8 18 -10 -11 11 -13 -14 -15 17 -17 -18 -19 -20
leaf_value=0.0011923295956304879 0.00063121053602162736 0.00086027529136528615 0.0025207887663978891 9.2464257838983225e-05 0.0016127709089741847 0.0012517519897902577 0.0010381037951219627 0.0021145740142848716 0.000199774440075838 0.0025275029839136034 0.0025027753686171369 0.0015773765527761681 0.0016702735961507977 0.0018800786877712684 0.0017758921429813887 0.0021701857252591507 0.0012047848608090265 0.0020701379439702385 0.001833187034392866
leaf_weight=63 57 84 64 87 63 72 76 65 55 90 127 70 85 55 76 1162 56 478 52
leaf_count=63 57 84 64 87 63 72 76 65 55 90 127 70 85 55 76 1162 56 478 52
internal_value=0 0.00200777 0.00153887 0.000705083 0.000935665 0.00135871 0.00151658 0.00170881 0.000681553 0.00209554 0.00207715 0.00211044 0.00212978 0.00151317 0.00215095 0.00220298 0.000915754 0.00202983 0.0019898
internal_weight=0 2619 413 318 231 349 265 189 168 2206 2116 1998 1928 118 1843 1289 113 554 117
internal_count=2937 2619 413 318 231 349 265 189 168 2206 2116 1998 1928 118 1843 1289 113 554 117
is_linear=0
shrinkage=0.00310948


Tree=2614
num_leaves=27
num_cat=0
split_feature=1 3 4 2 3 4 3 4 12 1 3 0 12 3 16 0 16 0 9 0 4 159 12 0 3 16
split_gain=62.035 14.8566 8.29903 6.5565 7.38168 4.78239 4.31363 3.17564 3.16048 2.96498 2.48098 2.18615 2.12234 1.622 1.52856 1.49588 1.45424 1.74208 1.38011 2.30909 1.19496 1.06016 1.02897 0.746259 0.663259 0.243075
threshold=0.10123500000000001 -0.049204999999999992 0.41939500000000002 0.14132000000000003 0.085880000000000012 0.043640000000000005 0.30863500000000005 -0.079164999999999985 0.11619500000000001 0.083670000000000008 0.092005000000000017 -0.195045 0.098845000000000016 -0.016814999999999997 -0.015439999999999997 -0.073374999999999982 -0.082974999999999979 0.040570000000000002 -1.0000000180025095e-35 -0.081864999999999979 -0.0083549999999999978 0.084135000000000001 0.085005000000000011 -0.087734999999999994 -0.074234999999999982 -0.14239499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 7 4 18 8 11 -2 10 21 13 -6 -9 16 -15 -5 22 20 -3 -20 -18 24 -1 -24 25 -7
right_child=1 3 -4 15 6 9 -8 12 -10 -11 -12 -13 -14 14 -16 -17 17 -19 19 -21 -22 -23 23 -25 -26 -27
leaf_value=0.0026890598388719235 0.0025346489414117815 0.00031824613067916573 0.00076196392687501375 0.00058371824092964234 0.0014348873782499415 0.0021335937776575283 0.00085228480472647049 0.0020704978629208152 0.0015967276227674908 0.0012492359841599977 0.0017769526457347871 0.0022309456895502878 0.0014006331793787747 0.0022432846511073056 0.0028966043396839369 -9.5437462769619067e-05 0.0021645784394800169 0.0016827852605182582 0.00041537497228602289 0.0012646587165473923 0.002412589971337511 0.0022544156941632695 0.0021223397254831215 0.0024004737677640426 0.0016269773092672981 0.0018475032259850489
leaf_weight=74 61 66 59 55 61 52 59 85 66 59 92 54 73 57 63 52 907 55 52 54 198 75 117 268 71 52
leaf_count=74 61 66 59 55 61 52 59 85 66 59 92 54 73 57 63 52 907 55 52 54 198 75 117 268 71 52
internal_value=0 0.00119618 0.00171906 0.00087522 0.00106744 0.00216188 0.00148474 0.00197677 0.00221594 0.00182991 0.00223825 0.00180896 0.0017612 0.00226263 0.00258653 0.000253375 0.00223861 0.00218412 0.000645097 0.000848318 0.00220905 0.00196682 0.00237624 0.00231603 0.00184339 0.00199084
internal_weight=0 731 278 453 346 2206 174 219 1897 309 1831 115 158 1739 120 107 1619 1160 172 106 1105 250 459 385 175 104
internal_count=2937 731 278 453 346 2206 174 219 1897 309 1831 115 158 1739 120 107 1619 1160 172 106 1105 250 459 385 175 104
is_linear=0
shrinkage=0.00287267


Tree=2615
num_leaves=26
num_cat=0
split_feature=4 12 2 376 15 16 4 2 10 15 52 12 11 0 12 15 4 2 15 15 12 12 15 0 2
split_gain=71.5828 25.8124 7.84981 7.72431 3.92341 3.63473 4.40564 5.13535 3.24873 3.45526 3.14533 2.59444 2.83013 3.10181 2.26804 1.4563 1.27711 2.74304 1.60409 1.41684 1.34844 1.05396 0.799037 0.625059 0.954565
threshold=0.31392000000000003 1.0000000180025095e-35 0.10859000000000001 0.048375000000000008 0.13592500000000005 0.0011450000000000004 -0.005814999999999999 0.08647500000000001 -1.0000000180025095e-35 -0.43091499999999999 -0.046194999999999993 0.090285000000000018 1.0000000180025095e-35 -0.10934999999999999 -0.086254999999999984 -0.097454999999999986 0.020110000000000006 0.11297 -0.092609999999999984 0.050935000000000008 0.09253500000000002 0.096475000000000019 0.091195000000000012 -0.079324999999999993 0.090755000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 11 6 -1 -8 -2 14 -4 12 13 -3 -10 -11 18 21 -13 20 -20 -18 -21 24 -15
right_child=8 4 10 -5 -6 -7 7 -9 9 15 -12 16 -14 23 -16 -17 17 -19 19 22 -22 -23 -24 -25 -26
leaf_value=0.0014638411521955786 0.00033472189936923816 0.0019405126523686688 0.00098725175583526327 0.0012890711822108373 0.0017955275587538237 0.002737881373166788 0.0030308630855021045 0.0018824421838694856 0.00097560037769445955 0.00052663848513718136 0.0017564276750325716 0.0029389251502740547 0.0031960089802160791 0.0026533080989826281 0.0017581507974229439 0.0011423864258264555 0.002307215541785969 0.0027967810856236505 0.0027075430953970628 0.0027564880011719649 0.0022066657147291864 0.0017863550488918219 0.0024853877579287436 0.0024036712509755876 0.0030359678553934341
leaf_weight=67 58 53 95 81 57 100 56 76 53 82 82 65 76 794 73 52 58 52 56 133 227 74 297 76 59
leaf_count=67 58 53 95 81 57 100 56 76 53 82 82 65 76 794 73 52 58 52 56 133 227 74 297 76 59
internal_value=0 0.00239328 0.00184394 0.00207683 0.00254059 0.00229014 0.00206499 0.00236988 0.000950242 0.00108743 0.00134377 0.00256159 0.00266011 0.0026186 0.00142923 0.000765814 0.00245322 0.00223643 0.00250445 0.0024648 0.00230589 0.00201545 0.00256931 0.00265725 0.00267981
internal_weight=0 2634 557 380 2077 299 199 132 318 260 177 2020 1058 982 126 134 962 184 778 713 283 132 430 929 853
internal_count=2952 2634 557 380 2077 299 199 132 318 260 177 2020 1058 982 126 134 962 184 778 713 283 132 430 929 853
is_linear=0
shrinkage=0.00287267


Tree=2616
num_leaves=26
num_cat=0
split_feature=12 2 2 2 0 12 2 30 0 2 0 484 484 484 1429 2 1211 51 2 13 0 0 13 13 13
split_gain=64.1457 22.8999 13.8854 14.6435 5.02798 4.69567 3.78073 3.58811 5.05523 3.45862 1.91113 1.47719 1.8158 1.45312 1.43301 1.32329 2.13939 1.83771 1.30678 1.12462 1.16009 1.0561 0.713912 0.485205 0.311358
threshold=0.023990000000000004 0.13501500000000002 0.11523000000000001 0.072175000000000017 -0.038724999999999989 0.098595000000000016 0.10433000000000002 0.086055000000000006 -0.07385499999999999 0.14132000000000003 -0.10594499999999998 0.087020000000000014 0.062930000000000014 0.110365 0.083420000000000008 0.086545000000000025 1.0000000180025095e-35 0.07412500000000001 0.08895500000000002 -0.070774999999999991 -0.046614999999999997 -0.061674999999999994 0.23637000000000002 0.019675000000000002 -0.049204999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 7 6 11 18 8 -1 10 -4 12 14 -13 15 17 -17 -2 -5 -7 22 -11 23 24 -21
right_child=1 -3 9 4 -6 19 -8 -9 -10 21 -12 13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.0020773144605279229 0.0025956952514673251 0.00095538833812233075 0.0010571332032926696 0.0025151257875479682 0.0026495787267227168 0.0018783117451513451 0.0015232872720276076 0.00070471628832463498 0.00089911415176239975 0.00094695496156259134 0.0016676534425048141 0.0031480863482978494 0.0021383349225023982 0.0025908398211851127 0.0029195954116940205 0.0024124507465463256 0.0029891813816384527 0.0031208509316737122 0.0020065517824467446 0.0022618289718392324 0.0019501734974394491 0.00041850245837345672 0.0026540935990055506 0.0021519409156562494 0.0025290182429452863
leaf_weight=54 723 71 85 59 100 52 101 70 53 60 68 65 73 75 86 557 52 53 103 60 56 52 57 89 78
leaf_count=54 723 71 85 59 100 52 101 70 53 60 68 65 73 75 86 557 52 53 103 60 56 52 57 89 78
internal_value=0 0.00246776 0.00157163 0.00182076 0.00213213 0.00251947 0.00193527 0.00118201 0.00149399 0.00106386 0.00132866 0.0025817 0.00255738 0.00284977 0.00257816 0.00255693 0.00246174 0.0026316 0.00219195 0.00225206 0.00230913 0.00070186 0.00237981 0.00231081 0.00241306
internal_weight=0 2147 805 540 363 2076 263 177 107 265 153 1684 1544 140 1471 1385 609 776 162 392 340 112 284 227 138
internal_count=2952 2147 805 540 363 2076 263 177 107 265 153 1684 1544 140 1471 1385 609 776 162 392 340 112 284 227 138
is_linear=0
shrinkage=0.00270699


Tree=2617
num_leaves=23
num_cat=0
split_feature=1 3 4 1 4 0 0 43 3 4 11 0 3 4 1 4 51 12 3 0 4 3
split_gain=110.336 27.6339 11.7185 9.90022 7.86961 7.61046 7.46282 3.81336 3.66932 3.55565 5.19626 3.25464 3.66825 3.06847 1.92515 1.62148 1.91556 1.14807 1.0818 0.903202 0.858758 0.85654
threshold=0.10290000000000001 -0.049204999999999992 -0.16236499999999995 0.13654500000000003 0.2623950000000001 -0.22480499999999998 0.14054500000000003 -0.049364999999999992 0.12168500000000002 0.24099500000000004 1.0000000180025095e-35 -0.075914999999999996 -0.097199999999999995 -0.040394999999999993 0.14996500000000004 0.054720000000000012 0.11543000000000002 0.087135000000000004 -0.0091399999999999988 -0.070304999999999992 0.056640000000000003 -0.07934999999999999
decision_type=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 7 13 -1 9 18 -9 10 11 15 -13 -2 -5 16 -7 -12 -4 -14 -15 -17
right_child=1 2 3 14 -6 6 -8 8 -10 -11 17 12 19 20 -16 21 -18 -19 -20 -21 -22 -23
leaf_value=0.0019676774451986368 0.0030776534839262273 0.0023894615797412579 0.0011061413442229042 0.00057027927793478557 0.0015281152246650971 0.0029937032556124157 0.0018601735167177056 0.0019910006601409481 0.0011184993834137283 0.0022773062365114946 0.0037731056253226059 0.0019869177586711076 0.0025668647016210697 0.0020501886881776048 -0.0001486007686870268 0.0028730849905035326 0.0024331766163272128 0.0031937062622051414 0.00055042882620255163 0.0028602602118406972 0.0025725481740544545 0.0023735192269784254
leaf_weight=82 72 52 63 75 79 1280 60 76 84 76 62 58 133 54 52 56 53 54 54 265 52 60
leaf_count=82 72 52 63 75 79 1280 60 76 84 76 62 58 133 54 52 56 53 54 54 265 52 60
internal_value=0 0.00153018 0.00110548 0.000940138 0.00228361 0.00282786 0.00286054 0.00124466 0.00153313 0.00288915 0.00291214 0.00287611 0.00266374 0.00261874 0.000275693 0.00294292 0.00297144 0.00350365 0.000849921 0.00276229 0.00230673 0.00261495
internal_weight=0 713 456 404 257 2239 2157 277 160 2097 2021 1905 456 178 127 1449 1333 116 117 398 106 116
internal_count=2952 713 456 404 257 2239 2157 277 160 2097 2021 1905 456 178 127 1449 1333 116 117 398 106 116
is_linear=0
shrinkage=0.00287267


Tree=2618
num_leaves=20
num_cat=0
split_feature=4 39 4 2 49 43 150 133 16 4 12 12 1210 4 52 52 12 39 12
split_gain=3.023 2.11385 1.07051 1.08207 0.966261 0.976804 1.72946 1.15409 1.11365 0.920834 1.24858 0.830374 0.762321 0.818745 0.802804 0.665998 0.601869 0.598344 0.591167
threshold=0.27120500000000008 0.085765000000000022 0.40441500000000002 0.11504500000000002 -0.16230499999999995 -0.072074999999999986 0.094545000000000018 -0.037434999999999989 -0.20132999999999998 -0.4950449999999999 0.084130000000000024 -0.038859999999999992 -0.0093199999999999967 -0.014854999999999998 0.023800000000000005 -0.085924999999999987 -1.0000000180025095e-35 0.094095000000000026 0.085685000000000025
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 11 -1 7 8 -6 -7 -10 -11 -4 -9 18 -15 -3 -5 -17 -14
right_child=2 15 3 16 5 6 -8 12 9 10 -12 -13 13 14 -16 17 -18 -19 -20
leaf_value=0.0053412636314855069 -0.0021546557325942189 0.0018830564698052235 0.00081020048988115589 0.0011787084148166564 0.00019877097165140085 0.0046914467218115491 -0.0012608353052792488 0.00084748813127894776 0.0041241213407093823 0.00075238043960371549 0.0024081756969167988 0.004280699876972098 0.0056953222413708825 0.0033634148926862018 0.0014798726560276796 0.00079811043655189586 -0.0012576877679509901 -0.0022850674810044559 0.0036946035416096103
leaf_weight=55 57 68 62 82 56 83 58 53 100 246 920 56 80 340 135 54 91 53 303
leaf_count=55 57 68 62 82 56 83 58 53 100 246 920 56 80 340 135 54 91 53 303
internal_value=0 0.00247687 0.00042914 0.000936001 0.00263463 0.00257183 0.00222439 0.00307713 0.0023744 0.00222232 0.00205903 0.00245908 0.00325382 0.00340221 0.00282856 0.000285927 -0.000101591 -0.000727013 0.00411308
internal_weight=0 2604 348 291 2429 2374 1407 967 1349 1266 1166 118 911 858 475 175 173 107 383
internal_count=2952 2604 348 291 2429 2374 1407 967 1349 1266 1166 118 911 858 475 175 173 107 383
is_linear=0
shrinkage=0.0206272


Tree=2619
num_leaves=25
num_cat=0
split_feature=1 3 1 4 124 13 48 4 3 3 155 0 3 0 1 1 13 0 3 1 13 159 0 3
split_gain=124.123 32.6848 10.9149 7.78673 7.45114 4.84701 4.22553 4.05985 3.47559 4.2655 3.17036 2.84216 2.44676 2.61294 2.8609 2.11129 1.86243 1.64046 2.35195 1.06248 1.05305 0.791809 0.356178 0.325772
threshold=0.10342000000000001 -0.049204999999999992 0.15028500000000003 0.40318000000000004 -0.076779999999999987 -0.004409999999999999 0.08790000000000002 0.053925000000000008 0.090170000000000014 0.12168500000000002 0.092900000000000024 0.051660000000000005 -0.13392999999999997 -0.10998999999999999 0.087225000000000011 0.078435000000000019 -0.10667999999999998 -0.075914999999999996 -0.087674999999999989 0.11584000000000001 -0.085234999999999991 0.084685000000000024 -0.14385499999999998 -0.077054999999999985
decision_type=2 2 2 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 10 -1 6 16 11 -7 -10 19 12 22 14 -14 21 -3 20 -19 -2 -15 23 -6 -9
right_child=1 2 -4 -5 7 8 -8 15 9 -11 -12 -13 13 17 -16 -17 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=0.0023182438049520995 0.002947422846151914 0.0019252582184388922 0.00012382220485124176 0.0017515494363421864 0.0034696109585206593 0.0012563928822265904 0.00071048019973929432 0.0029576699732746627 0.0027036274269783478 0.0015768061869773108 0.0034628155415635962 0.002739754944257617 0.0032328380319890781 0.0034058868262039602 0.0022951982138754755 0.0023067677206920307 0.001271365614715128 0.0025055684343139473 0.0031531127192698919 0.002421463595854587 0.003222958528308686 0.0032426981811436348 0.0038069654361755621 0.0026734601236655256
leaf_weight=88 54 53 54 65 53 52 84 79 54 53 54 102 52 356 52 52 101 53 295 73 905 54 54 60
leaf_count=88 54 53 54 65 53 52 84 79 54 53 54 102 52 356 52 52 101 53 295 73 905 54 54 60
internal_value=0 0.00176296 0.0013124 0.00258886 0.0031229 0.001474 0.00121927 0.00315556 0.00185509 0.00214576 0.00288939 0.0031992 0.00322493 0.00319898 0.00276431 0.00281311 0.0014966 0.00322705 0.00305458 0.00264534 0.00327463 0.00294938 0.00364015 0.00283521
internal_weight=0 697 451 246 2255 397 238 2167 159 107 181 1922 1820 1713 104 245 154 1609 348 127 1261 193 107 139
internal_count=2952 697 451 246 2255 397 238 2167 159 107 181 1922 1820 1713 104 245 154 1609 348 127 1261 193 107 139
is_linear=0
shrinkage=0.00281635


Tree=2620
num_leaves=15
num_cat=0
split_feature=15 13 39 0 12 14 12 10 14 0 41 43 16 16
split_gain=77.4041 29.0969 20.5628 9.47298 6.46164 5.69909 5.17057 4.2883 3.90397 9.52162 5.02782 2.28569 1.91171 1.36539
threshold=-0.24211499999999997 -0.17030499999999998 0.055555000000000007 -0.22745499999999999 0.11755500000000001 -0.42227999999999993 -0.042789999999999988 -1.0000000180025095e-35 0.073890000000000011 -0.11991499999999998 0.076195000000000013 -0.077614999999999976 -0.072904999999999984 -0.10750499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 12 3 13 8 -1 -7 -4 9 -5 -11 -9 -2 -3
right_child=1 2 7 4 -6 6 -8 11 -10 10 -12 -13 -14 -15
leaf_value=0.0015052317539086862 0.00089218973077523237 0.0015153518797543682 0.0011163400176901505 0.0018197694489294563 0.0019757282973024495 8.2457262343895414e-05 0.0010929444167292054 0.0017087563882125429 0.003384420546009387 0.0027653740669878395 0.0018845526510448351 0.0024138269566461204 0.0016004760942624583 0.0021492293429883685
leaf_weight=67 73 53 62 93 96 91 72 90 69 1974 53 62 52 56
leaf_count=67 73 53 62 93 96 91 72 90 69 1974 53 62 52 56
internal_value=0 0.00251488 0.00257851 0.00265331 0.00269203 0.000813506 0.000528992 0.00174168 0.00272343 0.0027019 0.00274236 0.00199655 0.00118708 0.00184129
internal_weight=0 2733 2608 2394 2285 230 163 214 2189 2120 2027 152 125 109
internal_count=2963 2733 2608 2394 2285 230 163 214 2189 2120 2027 152 125 109
is_linear=0
shrinkage=0.00281635


Tree=2621
num_leaves=24
num_cat=0
split_feature=1 2 1 1 40 43 13 13 13 2 150 159 160 52 151 151 13 159 13 52 52 1 2
split_gain=55.8274 14.5959 6.96051 5.78849 4.41765 3.31137 3.337 2.83611 1.90544 1.84791 4.35994 2.18154 2.99257 1.65435 1.191 1.17039 1.09741 1.09116 1.02348 0.98317 0.83333 0.900221 0.288954
threshold=0.12313000000000002 0.10859000000000001 0.084815000000000015 0.15099500000000002 -0.075219999999999981 -0.077614999999999976 -0.085349999999999995 -1.0000000180025095e-35 -0.016319999999999998 0.088555000000000009 0.082085000000000019 0.0089800000000000019 -0.034419999999999992 -0.023079999999999996 -0.095084999999999989 -0.080494999999999997 -0.097214999999999982 0.10314500000000001 -0.36115499999999995 -0.081674999999999984 -0.55026999999999993 0.087720000000000006 0.11666500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 7 19 -4 -7 18 22 11 17 14 -13 -8 -6 -16 -17 20 -2 -1 -11 -22 -3
right_child=3 2 5 -5 9 6 13 -9 -10 10 -12 12 -14 -15 15 16 -18 -19 -20 -21 21 -23 -24
leaf_value=0.002152073708342426 0.00067469505215219966 0.002642764750738694 0.00086036190748901614 0.00021555105926698894 0.0029733553798197204 0.001132597089231385 0.0023603215301583611 0.0017041801025253541 0.001923368720197656 0.0027515915902732628 0.0017274996340349723 0.001808935703790211 0.0025999786878084289 0.0016617943928098036 0.0021380474571869325 0.0029834738337865731 0.0025681408804740947 0.0028064936061342294 0.0011761195425555987 0.0015991088747204002 0.0024106508740699109 0.0020235307570941729 0.0023511267436218024
leaf_weight=57 57 55 52 65 68 59 55 69 93 56 82 77 89 63 52 59 953 65 92 55 561 58 71
leaf_count=57 57 55 52 65 68 59 55 69 93 56 82 77 89 63 52 59 953 65 92 55 561 58 71
internal_value=0 0.00235219 0.00186923 0.000983582 0.00244911 0.00151164 0.00170281 0.00121244 0.002243 0.00247912 0.00236987 0.00254828 0.00223324 0.00198764 0.00259446 0.00257021 0.00259239 0.00244101 0.000984509 0.00188081 0.00240577 0.00237443 0.00247868
internal_weight=0 2680 448 283 2232 229 177 218 219 2120 822 1298 166 118 1132 1064 1012 740 149 112 675 619 126
internal_count=2963 2680 448 283 2232 229 177 218 219 2120 822 1298 166 118 1132 1064 1012 740 149 112 675 619 126
is_linear=0
shrinkage=0.00293013


Tree=2622
num_leaves=11
num_cat=0
split_feature=2 15 39 482 151 16 39 2 151 151
split_gain=2.87244 2.13536 1.07058 0.978391 0.931537 2.44679 0.986356 0.741855 0.719352 0.838076
threshold=0.31115000000000004 -0.50173499999999993 0.11290000000000001 0.11706000000000001 0.0048400000000000014 -0.0070549999999999996 0.087990000000000013 0.094215000000000007 -0.40941499999999992 -0.08514999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 8 -8 -3 -10
right_child=-2 2 -4 -5 5 -7 7 -9 9 -11
leaf_value=-0.0012652503146413504 -0.0028477749902920207 0.0064431737021341251 -2.8594188045585326e-05 0.0072917063856590605 0.0039969372112123071 -0.0030687679277069326 0.0084567179729205678 0.004126751685903261 0.0019088916905096521 0.0036801482840882168
leaf_weight=66 52 62 57 52 102 53 53 61 209 2196
leaf_count=66 52 62 57 52 102 53 53 61 209 2196
internal_value=0 0.00347644 0.00358654 0.00366055 0.00359143 0.00157908 0.00371217 0.00614231 0.00359976 0.00352634
internal_weight=0 2911 2845 2788 2736 155 2581 114 2467 2405
internal_count=2963 2911 2845 2788 2736 155 2581 114 2467 2405
is_linear=0
shrinkage=0.0266834


Tree=2623
num_leaves=22
num_cat=0
split_feature=3 16 40 43 124 42 3 16 52 133 3 52 15 4 4 1374 132 132 16 43 43
split_gain=2.22425 1.07558 0.896807 1.14488 1.18024 0.804185 0.782103 0.75675 1.47582 2.78862 1.21063 1.15154 1.16965 1.40773 1.04341 0.842157 0.736307 0.984057 0.626245 0.50861 0.440677
threshold=0.17351000000000003 -0.10227499999999999 -0.072564999999999991 -0.081694999999999976 -0.082024999999999987 0.11466000000000001 -0.06533499999999999 -0.0069549999999999985 0.0035300000000000006 0.046800000000000008 -0.15288999999999997 -0.063199999999999992 -0.021179999999999997 -0.39175499999999991 -0.0065849999999999997 -0.049459999999999997 0.082230000000000011 0.10779000000000001 0.41476000000000007 0.0015200000000000003 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 7 20 10 11 -10 -4 12 18 -14 -13 -12 19 -18 -9 -17 -7
right_child=1 -3 5 -5 -6 6 -8 8 9 -11 15 14 13 -15 -16 16 17 -19 -20 -21 -22
leaf_value=-0.0022944407170333099 -0.0024542058484040689 0.0015033214209267834 0.0059839894400553657 0.0033543043392862308 0.0019180082279679086 0.0033726671306523442 -0.00099637301331118987 0.0024942315483028827 -0.0021977190698035469 0.0044813800506012082 0.0058840608879524641 0.0025951359094235054 0.0029021955052827594 -0.00072222735599312222 0.0066579779528964829 0.0032848389756748694 -0.00080894606179668122 0.0033902167058215971 0.0048119766577340382 0.0022150004695976424 0.00064386709593962485
leaf_weight=68 69 80 76 83 76 77 58 218 96 52 52 69 109 123 68 1007 65 56 89 317 55
leaf_count=68 69 80 76 83 76 77 58 218 96 52 52 69 109 123 68 1007 65 56 89 317 55
internal_value=0 -0.000327695 0.00258319 0.00118129 -6.94816e-05 0.0027061 0.00124904 0.00282149 0.00225014 0.000147316 0.00312063 0.00271015 0.0022259 0.000979558 0.00461354 0.0029751 0.00287025 0.00113242 0.00316696 0.00302888 0.00223755
internal_weight=0 149 2814 227 144 2587 190 2397 824 148 1573 676 539 232 137 1497 1445 121 307 1324 132
internal_count=2963 149 2814 227 144 2587 190 2397 824 148 1573 676 539 232 137 1497 1445 121 307 1324 132
is_linear=0
shrinkage=0.0232295


Tree=2624
num_leaves=25
num_cat=0
split_feature=13 16 13 474 13 474 16 52 16 14 472 124 16 402 13 13 16 49 132 13 13 16 16 16
split_gain=1.1759 1.23532 1.39015 1.20193 1.44268 1.39097 1.84627 3.40421 4.7235 1.62433 1.08524 1.03253 0.948309 0.757542 0.712798 0.947802 0.715978 1.02385 0.702619 0.666762 0.529752 0.485666 0.415677 0.10565
threshold=-0.10667999999999998 0.062910000000000008 -0.15029999999999996 0.095575000000000007 -0.077614999999999976 0.085070000000000021 0.20277000000000003 -0.41694999999999993 0.51041000000000014 0.026890000000000004 -1.0000000180025095e-35 -0.080429999999999988 -0.50720999999999983 -0.0063199999999999992 -0.080624999999999988 -0.083574999999999997 -0.056829999999999992 -0.0082649999999999998 0.079320000000000015 -0.05171499999999999 -0.08237499999999999 0.62277500000000008 -0.083144999999999983 -0.39761999999999992
decision_type=2 2 2 2 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 13 6 9 19 -9 11 -5 -6 -13 -2 15 16 22 -18 23 -8 -17 -21 -15 -1
right_child=3 -3 -4 10 5 -7 7 8 -10 -11 -12 12 -14 14 -16 20 17 -19 -20 21 -22 -23 -24 -25
leaf_value=0.0008719181322614525 0.0053016110395618585 0.0038412027093981962 -0.0031598769088235818 0.0018847744624149179 -0.00022993799208704339 -0.0018693299757426998 6.3554104889838577e-05 -0.008029968730964978 0.0012759526152655726 0.0062402303734598839 0.0061709664813434859 -8.8911582580560145e-05 0.0024413354555992096 0.0025844797094170427 0.0046425701170243307 -0.00083969809639444358 0.001810340805913138 0.0049385171733268857 0.0033000648448417301 0.0047141396090144812 0.0019413310888621459 0.0016722883874808823 0.00043109304364294555 -0.00049180058521722974
leaf_weight=53 68 56 61 57 103 59 52 55 69 54 80 90 1064 216 93 64 92 164 52 63 96 56 66 80
leaf_count=53 68 56 61 57 103 59 52 55 69 54 80 90 1064 216 93 64 92 164 52 63 96 56 66 80
internal_value=0 0.000664986 -5.70266e-05 0.00222637 0.00210885 0.0017016 0.00183295 0.000138448 -0.00284963 0.00221405 0.00438951 0.00204088 0.00224378 0.00289794 0.00269098 0.00243059 0.00290693 0.00381532 0.000964708 0.00230672 0.000827339 0.00328481 0.00208139 4.97343e-05
internal_weight=0 302 246 2661 2524 1665 1606 295 124 1311 137 1257 1154 859 791 698 538 256 185 171 160 119 282 133
internal_count=2963 302 246 2661 2524 1665 1606 295 124 1311 137 1257 1154 859 791 698 538 256 185 171 160 119 282 133
is_linear=0
shrinkage=0.0236941


Tree=2625
num_leaves=18
num_cat=0
split_feature=52 52 1186 150 4 16 157 157 157 51 16 4 51 52 52 43 13
split_gain=1.74428 2.13606 1.26587 1.00311 1.94721 2.18086 0.90518 1.33835 0.854766 0.843527 1.17083 0.866925 0.623837 0.661491 1.24203 0.456178 0.359574
threshold=-0.23682999999999996 -0.15365999999999999 0.083785000000000012 0.08926000000000002 -0.00045499999999999995 -0.43279999999999996 -0.083339999999999984 -0.078734999999999986 0.093745000000000009 0.087425000000000017 -0.071444999999999995 0.31392000000000003 -0.088319999999999996 -0.54883999999999988 -0.48192999999999991 -0.067754999999999996 -0.084184999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 6 16 -6 -3 -8 12 11 -11 -9 15 -14 -15 -1 -5
right_child=1 2 -4 4 5 -7 7 9 -10 10 -12 -13 13 14 -16 -17 -18
leaf_value=0.0060341388705689222 -0.0022159410817109856 0.0036898323991906624 -0.0014018142483055627 0.0010801055317660093 0.00059843952016526002 -0.0048821896849901335 -0.0017773658185657507 0.0016114687597277165 0.0007678202795929367 0.0036800166831775548 0.00052473464429686283 0.00014752450458739433 0.0043233301196235448 -0.00036893950105463532 0.0040146360382616632 0.0032594270083126714 0.0034621318832019333
leaf_weight=53 75 89 70 58 84 52 53 1601 70 177 74 202 64 62 53 53 55
leaf_count=53 75 89 70 58 84 52 53 1601 70 177 74 202 64 62 53 53 55
internal_value=0 0.00128184 0.00138623 0.00146615 0.00019953 -0.00149544 0.00160966 0.00152169 0.00285514 0.00160693 0.00275067 0.00144758 0.00336703 0.00260667 0.00164936 0.0046489 0.00224149
internal_weight=0 2590 2515 2445 249 136 2196 2107 355 2054 251 1803 285 179 115 106 113
internal_count=2945 2590 2515 2445 249 136 2196 2107 355 2054 251 1803 285 179 115 106 113
is_linear=0
shrinkage=0.0210397


Tree=2626
num_leaves=13
num_cat=0
split_feature=0 9 1186 51 51 151 49 15 15 12 12 15
split_gain=1.90029 1.71431 1.45922 1.39571 1.26278 0.996289 1.19016 1.0605 2.50958 1.46821 0.77652 0.694086
threshold=-0.22745499999999999 0.093040000000000012 0.062030000000000009 0.041320000000000003 -0.22508999999999998 0.084350000000000008 -0.14731999999999998 -0.26361999999999991 -0.46483499999999994 -0.079404999999999989 0.098785000000000012 -0.066784999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 10 6 -6 8 -8 -9 11 -2
right_child=1 -3 -4 -5 5 -7 7 9 -10 -11 -12 -13
leaf_value=-0.0038125494162733493 0.0030376166858769081 -0.0028249556093251933 -0.0014728981428831426 0.0015005685220508172 -0.0017675807520162554 0.004269756376817941 0.0025076197907167174 0.0040396773893114002 -0.0038540519899958954 0.0015723318056351907 0.0016314471742322513 0.0070226402912596329
leaf_weight=71 52 53 88 52 65 83 83 158 69 2053 63 55
leaf_count=71 52 53 88 52 65 83 83 158 69 2053 63 55
internal_value=0 0.0015649 0.00164902 -0.00156421 0.00175159 0.0016122 0.00152124 0.00161182 -0.000378513 0.00174877 0.00380888 0.00508845
internal_weight=0 2822 2769 123 2681 2511 2428 2363 152 2211 170 107
internal_count=2945 2822 2769 123 2681 2511 2428 2363 152 2211 170 107
is_linear=0
shrinkage=0.0246514


Tree=2627
num_leaves=28
num_cat=0
split_feature=12 15 12 150 160 12 150 15 0 13 52 49 52 0 13 52 52 12 1429 150 15 0 15 159 12 15 13
split_gain=52.4948 14.8291 14.6395 7.30497 6.18439 6.01173 5.92183 3.44409 3.36849 2.57555 3.12018 2.41741 2.3475 2.37505 1.95414 1.58036 1.93687 1.34544 1.32994 1.5628 1.07007 1.31064 0.855426 0.720978 0.547801 0.515574 0.445174
threshold=0.056995000000000011 -0.26361999999999991 0.14523000000000003 0.089155000000000012 -1.0000000180025095e-35 0.096990000000000007 -0.07009 -0.43091499999999999 0.051660000000000005 -1.0000000180025095e-35 -0.0094049999999999984 -0.06017999999999999 -0.085254999999999984 -0.10594499999999998 -0.074349999999999986 -0.14709999999999998 -0.089799999999999977 0.086675000000000016 0.082195000000000018 0.08926000000000002 -0.14151499999999997 -0.11471499999999998 -0.091664999999999983 -0.064994999999999983 0.091445000000000012 0.097125000000000003 -0.032149999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 6 -1 15 -3 -6 9 10 -8 -5 -11 -14 -7 17 -17 -2 20 -20 -18 -22 -16 -24 -19 26 -25
right_child=2 3 -4 11 7 14 8 -9 -10 12 -12 -13 13 -15 22 16 18 24 19 -21 21 -23 23 25 -26 -27 -28
leaf_value=0.00092384904386305221 0.0025249516082791034 0.00058031074890632043 0.00049479983155354269 0.00097122148268350805 0.00037522803256585812 0.0012087046097271649 0.00097574384665094147 -0.00063121119323161312 0.00091628664610666067 0.0022016110679357595 0.0017312608799411741 0.00015128495852827475 0.0011213920101210363 0.0019309415400977977 0.0014258591903721675 0.0014947785229342001 0.0022865542478814893 0.0018661184694939617 0.0025954614074359915 0.0019462238473199854 0.0015340052113988539 0.0019513328663060085 0.0014831529706199986 0.001692889981701093 0.0022118880931360314 0.0016332314398370446 0.0019983339422587143
leaf_weight=80 73 64 60 62 56 75 87 52 67 79 87 53 52 65 72 70 71 68 58 61 64 1060 59 55 83 77 135
leaf_count=80 73 64 60 62 56 75 87 52 67 79 87 53 52 65 72 70 71 68 58 61 64 1060 59 55 83 77 135
internal_value=0 0.00102288 0.00186699 0.0012342 0.000330307 0.00190654 0.00138118 -0.000109075 0.0014984 0.00160373 0.00135368 0.000593599 0.00182557 0.0015714 0.00162709 0.00198873 0.00195302 0.00220922 0.00197741 0.00226291 0.00194895 0.0019276 0.00170586 0.0017676 0.00205638 0.00183035 0.00191007
internal_weight=0 804 2141 616 188 2081 501 108 437 370 174 115 196 117 473 1608 1384 224 1314 119 1195 1124 398 326 151 267 190
internal_count=2945 804 2141 616 188 2081 501 108 437 370 174 115 196 117 473 1608 1384 224 1314 119 1195 1124 398 326 151 267 190
is_linear=0
shrinkage=0.00281635


Tree=2628
num_leaves=15
num_cat=0
split_feature=2 0 51 51 1186 43 124 376 48 49 484 2 40 43
split_gain=1.50754 1.44826 1.017 0.950134 0.923549 0.831777 0.812153 1.51058 0.985407 0.905912 1.40824 0.779153 0.686181 0.414217
threshold=0.25063000000000007 -0.22745499999999999 0.041320000000000003 -0.22508999999999998 0.083785000000000012 -0.012119999999999997 -0.048219999999999992 0.084545000000000009 -0.083209999999999992 0.084735000000000019 -0.084749999999999978 0.10859000000000001 -0.076114999999999988 -0.083944999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 13 7 12 -8 10 -10 -11 -5 -3
right_child=-2 3 -4 4 -6 -7 8 -9 9 11 -12 -13 -14 -15
leaf_value=-0.0027675869940181229 -0.0023895172043119448 0.0034915383476997164 0.0013402471553594965 -0.0029151146215748037 -0.0011539241883185595 0.0052820906455423094 0.0045705204743174896 0.002414760047017999 0.0031624390347859696 0.0030072804854253056 0.0010639575859033943 0.0005394876142540458 0.00040375566770962316 0.00084661320791086265
leaf_weight=71 55 52 52 71 72 56 52 83 176 291 1708 82 55 69
leaf_count=71 55 52 52 71 72 56 52 83 176 291 1708 82 55 69
internal_value=0 0.00134051 -0.001029 0.00144592 0.0013376 0.00302966 0.00140894 7.49211e-05 0.00152958 0.00145942 0.00126012 0.0024654 -0.00146451 0.00198525
internal_weight=0 2890 123 2767 2590 177 2518 209 2309 2257 1884 373 126 121
internal_count=2945 2890 123 2767 2590 177 2518 209 2309 2257 1884 373 126 121
is_linear=0
shrinkage=0.0223275


Tree=2629
num_leaves=22
num_cat=0
split_feature=1 12 1 2 15 15 2 475 15 48 47 1 160 15 475 47 47 15 48 12 15
split_gain=73.6547 18.6184 11.7915 11.6905 5.51934 4.32139 3.34048 2.94656 2.22091 2.12874 2.00692 1.95704 1.7027 1.69605 1.10673 1.14606 1.92339 1.78529 1.08927 0.930562 0.588753
threshold=0.11657000000000002 0.056995000000000011 0.10123500000000001 0.25063000000000007 -0.077474999999999988 -0.075094999999999981 0.123795 -0.067819999999999978 -0.43091499999999999 0.090935000000000016 0.098760000000000014 0.088395000000000015 -0.53492499999999987 -0.24211499999999997 -0.10494999999999999 0.10364500000000001 0.077065000000000008 -0.092099999999999987 0.089535000000000017 -0.060304999999999991 -0.14803999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 8 20 12 -1 -2 11 -6 19 -3 -10 -14 16 17 -16 -18 -9 -4
right_child=3 6 5 -5 10 -7 -8 9 13 -11 -12 -13 14 -15 15 -17 18 -19 -20 -21 -22
leaf_value=0.0018464414425530655 0.0014389427350475475 0.0023664016259477201 0.0013718543474693294 -0.00018698048648121504 0.0015764381451685372 0.0020609695643003085 0.0020545021872897641 0.0028709728102946719 0.00042677621252578448 0.0020674226465981185 0.0023959496620681625 0.0031412892131606578 0.003257088362504333 0.0011937918974719562 0.0024704949967854174 0.0024815783727606079 0.0029545261939021212 0.0028353120540374399 0.0035460650234794919 0.002346738448615081 0.00091913734846550211
leaf_weight=58 98 82 53 52 66 85 59 52 58 55 52 81 57 54 144 97 73 1463 53 93 60
leaf_count=58 98 82 53 52 66 85 59 52 58 55 52 81 57 54 144 97 73 1463 53 93 60
internal_value=0 0.00264927 0.00213418 0.00118222 0.00139939 0.00153084 0.00278565 0.00248648 0.00109667 0.00261847 0.00193786 0.00275243 0.00280754 0.000796884 0.00282669 0.00281327 0.00283181 0.00280264 0.00320361 0.00253497 0.00113177
internal_weight=0 2565 537 380 328 198 2028 339 210 281 118 226 1969 112 1887 1830 1733 1607 126 145 113
internal_count=2945 2565 537 380 328 198 2028 339 210 281 118 226 1969 112 1887 1830 1733 1607 126 145 113
is_linear=0
shrinkage=0.00310948


Tree=2630
num_leaves=16
num_cat=0
split_feature=9 1 123 1 51 2 2 3 16 51 2 151 3 16 123
split_gain=3.43754 2.35052 1.36227 1.04898 1.03909 1.77126 0.956101 1.18746 0.949581 0.952325 0.961271 0.932837 1.10897 0.745805 0.449641
threshold=0.092645000000000019 0.15314500000000003 0.081180000000000016 0.12700000000000003 0.088940000000000005 0.11771500000000001 0.13673000000000005 0.12478500000000002 -0.096149999999999985 0.12566000000000002 0.090420000000000014 -0.089594999999999994 0.10021000000000001 -0.011849999999999998 0.086445000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 14 6 8 7 11 -6 10 -10 13 -13 -1 -4
right_child=-2 -3 3 -5 5 -7 -8 -9 9 -11 -12 12 -14 -15 -16
leaf_value=0.0057420772747024699 -0.0044115238470506116 -0.0032108090185384366 -0.00053073611869913252 -0.0026856254822927661 0.0017734606032332168 0.0038907032260538117 -0.00059106513058359319 0.0053262472104754375 -0.0047807685682030327 0.00072692932825325234 -0.00043774227348388503 0.001863857117659534 -0.0013840047964066948 0.0024328994846487643 0.0018334424765436804
leaf_weight=55 52 54 73 60 79 65 77 54 53 76 53 1960 56 100 97
leaf_count=55 52 54 73 60 79 65 77 54 53 76 53 1960 56 100 97
internal_value=0 0.00149489 0.00158388 -9.58146e-05 0.00173098 0.000526579 0.00190144 0.0019878 -0.000310299 -0.00121612 -0.00261155 0.00190465 0.00177352 0.00360869 0.000816806
internal_weight=0 2912 2858 230 2628 326 2302 2225 261 182 106 2171 2016 155 170
internal_count=2964 2912 2858 230 2628 326 2302 2225 261 182 106 2171 2016 155 170
is_linear=0
shrinkage=0.0227741


Tree=2631
num_leaves=19
num_cat=0
split_feature=1 52 1 3 0 10 14 0 1 1 3 3 0 49 49 3 3 3
split_gain=75.0681 14.4406 12.7882 6.01953 5.25463 5.37465 4.88211 7.01526 5.19669 4.83696 4.21204 3.69838 2.81706 2.27239 1.92797 1.65867 1.05709 0.416669
threshold=0.10921500000000002 -0.25811499999999993 0.15390500000000004 0.11745500000000002 0.14054500000000003 -1.0000000180025095e-35 0.073890000000000011 -0.12851999999999997 0.083670000000000008 0.12448500000000001 -0.036264999999999992 0.12955000000000003 -0.18713499999999997 -1.0000000180025095e-35 0.11580500000000001 0.0012800000000000001 -0.015979999999999998 -0.086004999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 9 4 5 -1 7 8 -7 10 17 16 -10 -12 15 -9 -11 -3
right_child=1 2 -4 -5 -6 6 -8 14 12 11 13 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0013861921015904356 0.0024378205172529374 0.001533816621878642 -0.00050116118816834524 0.0012281071435794834 0.0013210337547514442 0.0023970575287086625 0.0028866389430384051 0.0022761389677063734 0.0017537120022077999 0.00060627226165750939 0.00047679630082575372 0.0011113673874310983 0.00089606754090848083 0.0012893627701878344 0.0018813766905526779 0.0026960677058553879 5.3737896611273627e-05 0.0018995042230046124
leaf_weight=61 52 53 52 53 54 59 96 1796 70 61 52 96 58 63 99 82 54 53
leaf_count=61 52 53 52 53 54 59 96 1796 70 61 52 96 58 63 99 82 54 53
internal_value=0 0.000998984 0.000844335 0.00218691 0.00220829 0.00222892 0.00225165 0.00222347 0.00169101 0.00100636 0.00130354 0.000694962 0.00136533 0.000922208 0.00227382 0.00229449 0.000347088 0.00171695
internal_weight=0 536 484 2428 2375 2321 2260 2164 187 432 221 211 128 115 1977 1878 115 106
internal_count=2964 536 484 2428 2375 2321 2260 2164 187 432 221 211 128 115 1977 1878 115 106
is_linear=0
shrinkage=0.00287267


Tree=2632
num_leaves=18
num_cat=0
split_feature=1 52 1 14 3 3 1 3 3 40 3 16 15 16 42 159 16
split_gain=67.4729 14.2017 10.3727 5.48107 4.76548 4.39675 4.36301 5.10016 3.65543 2.60288 2.2018 1.4692 1.2092 1.16456 1.01662 1.00273 0.955167
threshold=0.10398500000000001 -0.34918499999999997 0.12700000000000003 0.073890000000000011 -0.036264999999999992 0.10402500000000002 0.15390500000000004 0.12955000000000003 -0.15288999999999997 -0.077194999999999986 -0.086004999999999984 0.50609000000000015 -0.09547499999999999 -0.15105999999999997 0.11195000000000001 0.084685000000000024 -0.0096749999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 10 8 7 -4 -1 -10 -3 13 -6 15 -15 -11 -14
right_child=1 2 6 -5 12 -7 -8 -9 9 11 -12 -13 16 14 -16 -17 -18
leaf_value=0.0017798605860327424 0.0024963144498986408 0.0015267592646270836 0.00042922212852091504 0.0031006666183773092 0.0014716583686506346 0.0015668139738831105 -8.7152590442373469e-05 0.0014111288540042974 0.0018869108111240326 0.0020224809735261092 0.0022484383899033736 0.0019908144131390152 0.001226095520476797 0.002494411113513922 0.0022317059282153115 0.0025250018124090882 0.00067876315474446527
leaf_weight=85 80 77 101 95 74 60 52 89 81 101 75 65 64 1611 146 56 52
leaf_count=85 80 77 101 95 74 60 52 89 81 101 75 65 64 1611 146 56 52
internal_value=0 0.00131501 0.00115314 0.00239668 0.00148827 0.00236633 0.00067938 0.000889336 0.00238868 0.00241379 0.00188306 0.00243533 0.00117228 0.00245041 0.0024726 0.00220193 0.000981015
internal_weight=0 664 584 2300 342 2205 242 190 2145 2060 152 1979 190 1914 1757 157 116
internal_count=2964 664 584 2300 342 2205 242 190 2145 2060 152 1979 190 1914 1757 157 116
is_linear=0
shrinkage=0.00298873


Tree=2633
num_leaves=22
num_cat=0
split_feature=4 2 14 15 151 15 42 4 2 42 42 52 16 15 16 403 16 4 1446 2 4
split_gain=92.2656 25.3151 8.96727 6.68346 5.71186 5.7074 5.03026 9.20447 3.83512 3.21423 2.89987 2.41634 1.58757 1.07212 1.57491 1.55441 1.24008 1.14773 0.660748 0.455532 0.237487
threshold=0.31392000000000003 0.13501500000000002 0.073890000000000011 0.025430000000000005 0.011180000000000001 -0.22991499999999995 0.079890000000000017 -0.22295999999999996 0.15205000000000002 0.09112000000000002 0.089470000000000008 -0.040589999999999994 -0.42170999999999997 0.08759500000000002 -0.025214999999999998 0.0055000000000000005 0.053305000000000012 -0.082274999999999987 0.088585000000000011 0.10362500000000001 0.42405000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 9 12 -8 -3 20 14 15 17 18 -5 19 -15 -2
right_child=8 11 -4 13 -6 6 10 -9 -10 -11 -12 -13 -14 16 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0034603310858562076 0.0012493292600192349 0.00073449818367815807 0.0035305194124625305 0.0028467777630318009 0.0016630143875458045 0.0029571399505497211 0.0028361955977903356 0.0020627680270879625 3.3009918971274737e-05 0.0004274986391615374 0.0024152100249115491 0.001611301170204911 0.00073232422101187332 0.0026941394851318322 0.0034123812692282928 0.0032486943435594772 0.0023174703201816848 0.002348549482803451 0.0030944812357362387 0.003006924959134856 0.0015406464990623231
leaf_weight=58 60 60 103 170 83 144 369 493 57 83 280 62 53 475 55 69 70 62 53 52 53
leaf_count=58 60 60 103 170 83 144 369 493 57 83 280 62 53 475 55 69 70 62 53 52 53
internal_value=0 0.0025644 0.00263097 0.00259287 0.00245584 0.00250478 0.00246165 0.002265 0.000761189 0.000927748 0.00265462 0.00118036 0.00117767 0.00278722 0.00292557 0.00283651 0.00271139 0.00271377 0.00275888 0.00272507 0.00138626
internal_weight=0 2658 2536 2433 1427 1344 1286 637 306 249 649 122 166 1006 356 301 650 232 580 527 113
internal_count=2964 2658 2536 2433 1427 1344 1286 637 306 249 649 122 166 1006 356 301 650 232 580 527 113
is_linear=0
shrinkage=0.00310948


Tree=2634
num_leaves=18
num_cat=0
split_feature=4 51 10 1374 151 3 39 43 160 4 3 4 3 42 10 3 4
split_gain=4.35088 1.67828 1.19783 1.09438 1.2165 0.993112 0.755256 0.823855 0.75462 1.6429 0.607687 1.21864 0.741915 0.49747 0.479559 0.365846 0.166878
threshold=0.40052000000000004 0.099470000000000017 -1.0000000180025095e-35 0.087110000000000007 0.053170000000000002 0.0066850000000000008 0.091635000000000008 -0.49922499999999997 -0.065549999999999983 -0.036839999999999991 -0.069414999999999991 -0.040394999999999993 -0.083104999999999984 0.085695000000000007 0.057650000000000007 -0.027864999999999997 0.50996500000000011
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 5 6 7 -1 -7 -10 12 -12 -3 -9 15 -4 -17
right_child=2 10 14 -5 -6 8 -8 13 9 -11 11 -13 -14 -15 -16 16 -18
leaf_value=0.0039790963824057604 -0.0028062053614881792 -0.00034688001250937232 -0.00076035730817691197 0.0042151358786988819 -0.00027385869321490066 0.0014036689447915508 -0.00024956934546207062 0.0014924840933569091 0.0015056170925748572 0.0051824785979276578 0.0015001559763214841 -0.0020467717318068098 0.0024374331135930648 0.0020760911714484253 -0.001515398730629375 0.00040492630713388485 0.0017382130828508854
leaf_weight=55 62 55 56 62 88 68 59 1084 67 95 54 74 70 839 52 70 54
leaf_count=55 62 55 56 62 88 68 59 1084 67 95 54 74 70 839 52 70 54
internal_value=0 0.0017122 -0.00058897 0.00185788 0.00179573 0.00187616 0.00174964 0.00180937 0.00299585 0.00366298 0.000319753 -0.000548914 0.0012108 0.00174721 2.74095e-06 0.00044238 0.000987097
internal_weight=0 2670 294 2417 2355 2267 2037 1978 230 162 253 128 125 1923 232 180 124
internal_count=2964 2670 294 2417 2355 2267 2037 1978 230 162 253 128 125 1923 232 180 124
is_linear=0
shrinkage=0.0179572


Tree=2635
num_leaves=31
num_cat=0
split_feature=4 12 13 12 43 43 14 16 12 4 4 16 13 49 49 0 4 48 1447 43 43 0 13 4 12 133 160 48 133 0
split_gain=85.265 21.8738 14.2993 10.3958 8.45928 8.51032 3.90762 7.16169 3.6281 3.44563 3.24306 2.59727 2.25295 2.09541 2.04684 2.00625 1.82424 1.72928 1.38668 1.0788 2.87259 0.999698 1.15505 1.23266 0.985639 0.859295 0.816689 0.974165 0.634007 0.367722
threshold=0.31392000000000003 0.056995000000000011 -0.27740999999999993 0.09253500000000002 -0.031974999999999996 -0.094299999999999981 -0.45687499999999998 -0.42170999999999997 0.13936000000000001 -0.14595999999999995 -0.0042499999999999994 -0.54150999999999994 -0.071964999999999987 0.016520000000000003 -0.078789999999999985 -0.14164999999999997 -0.066714999999999983 0.088005000000000014 -0.077504999999999991 0.0066850000000000008 0.092445000000000013 -0.080674999999999983 0.096820000000000003 -0.07928499999999998 0.091290000000000024 0.085475000000000009 -0.079974999999999991 0.089885000000000007 -0.085249999999999979 -0.080444999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -2 11 16 -6 -11 -8 -13 -12 -3 -16 21 -7 25 24 -21 -5 23 -23 -20 -17 29 28 -28 -18
right_child=6 3 4 8 9 17 7 -9 -10 10 13 12 -14 -15 15 18 26 -19 19 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0004509697902597511 0.0014107457584469653 0.0022110434965949494 0.0024091346108901643 0.0027927606514715508 0.0027565283895056476 0.0014091982394855572 0.0013361557197490975 -0.00024595458199314828 0.0015218539509066157 0.0014896609194782521 0.0025396807773434794 0.00031591582508613901 0.0010883345968499293 0.0018536562710796383 0.0032043463295662973 0.0030472382708952145 0.0025424251382346118 0.00076364482076135521 0.0026659673413976718 0.0019402348305199381 0.002770635232898049 0.0019808896170926318 0.0027180382976963236 0.002435646428240075 0.0023466338392165702 0.0026068528054587017 0.0022789497401676214 0.002438607274838783 0.0019431723922334315 0.0022055920005156788
leaf_weight=53 62 87 62 53 89 83 66 58 55 53 101 71 52 55 52 98 52 55 775 66 67 77 58 127 87 57 58 52 215 56
leaf_count=53 62 87 62 53 89 83 66 58 55 53 101 71 52 55 52 98 52 55 775 66 67 77 58 127 87 57 58 52 215 56
internal_value=0 0.00234189 0.00184244 0.00247342 0.00199047 0.00154195 0.000778222 0.00061933 0.00222164 0.00229138 0.00209316 0.000885026 0.000642711 0.00229801 0.00263025 0.00266056 0.00227306 0.00115213 0.00263595 0.00259705 0.00235878 0.00243685 0.00236474 0.00226415 0.00263377 0.00288548 0.00215383 0.00208255 0.00201462 0.00236805
internal_weight=0 2643 551 2092 498 200 309 247 803 298 209 189 123 156 1289 1202 748 138 1150 995 133 315 262 204 862 155 433 325 273 108
internal_count=2952 2643 551 2092 498 200 309 247 803 298 209 189 123 156 1289 1202 748 138 1150 995 133 315 262 204 862 155 433 325 273 108
is_linear=0
shrinkage=0.00281635


Tree=2636
num_leaves=29
num_cat=0
split_feature=4 2 12 4 2 2 2 12 0 2 0 2 34 12 4 42 4 51 2 43 4 401 4 0 4 12 2 43
split_gain=82.957 25.8651 11.6717 7.77411 7.36212 7.62958 5.81545 8.63661 5.59071 2.86843 2.75478 2.4531 2.21198 2.02781 1.92471 1.78642 1.608 1.59017 1.57804 1.69658 2.258 1.61336 1.97285 1.24645 1.0487 0.616579 0.403372 0.389726
threshold=0.31392000000000003 0.13388500000000003 -0.012249999999999999 -0.071344999999999992 -1.0000000180025095e-35 0.094985000000000014 0.095785000000000023 0.087470000000000006 -0.14164999999999997 0.14808000000000002 -0.076204999999999981 0.14870000000000003 -0.016844999999999995 0.095775000000000013 0.42405000000000009 0.0069650000000000016 0.053925000000000008 0.10446500000000002 0.085325000000000012 -0.040494999999999996 -0.085474999999999982 0.080265000000000017 -0.17006499999999999 -0.078589999999999979 -0.012865 0.088885000000000006 0.10457000000000001 -0.077704999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 -1 -6 10 -8 -4 12 16 -3 -2 26 -14 -16 17 -5 19 23 -21 22 -20 -10 -15 -18 -9 -12
right_child=9 11 3 6 5 -7 7 13 18 -11 27 -13 14 24 15 -17 25 -19 21 20 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0012061271492966471 0.00069016242358394279 0.0017120797762945911 0.0036722990975426454 0.0027997266832466843 0.0031526239757957409 0.0018661538050363906 0.0014003741490966825 0.0025732228768276869 0.0028822336168510222 0.00045874912975309563 0.0020893803377460035 0.00091689071445724647 0.00094722623644991923 0.0025059307446293048 0.0017922328829731672 0.0011203606049903674 0.0026126745202581041 0.0023259293058223518 0.0029916781631036029 0.0033922345537884435 0.0028822905574461088 0.002258212184111783 0.0026090106472928718 0.0023180793052217596 0.0020890306619021867 0.002188915117340188 0.0029197412657492464 0.0024102697898540294
leaf_weight=63 58 57 60 623 55 98 75 52 71 53 57 62 73 85 73 52 52 60 165 92 245 58 280 53 104 56 56 64
leaf_count=63 58 57 60 623 55 98 75 52 71 53 57 62 73 85 73 52 52 60 165 92 245 58 280 53 104 56 56 64
internal_value=0 0.00255648 0.0026158 0.00267328 0.00200149 0.0023288 0.00252997 0.0022385 0.00285294 0.00104434 0.00264882 0.00129803 0.00116546 0.00245005 0.00130454 0.00151297 0.00270836 0.00275815 0.00280192 0.00291938 0.00302159 0.00269421 0.00275096 0.00264134 0.00227668 0.00239322 0.00275317 0.00225935
internal_weight=0 2643 2524 2308 216 153 1284 372 1024 309 912 119 256 297 198 125 791 683 964 461 337 503 445 124 189 108 108 121
internal_count=2952 2643 2524 2308 216 153 1284 372 1024 309 912 119 256 297 198 125 791 683 964 461 337 503 445 124 189 108 108 121
is_linear=0
shrinkage=0.00276112


Tree=2637
num_leaves=30
num_cat=0
split_feature=3 1 12 15 16 160 15 12 13 16 15 3 48 12 48 3 0 16 13 2 13 3 11 16 3 2 12 3 131
split_gain=2.60741 1.36031 1.94907 1.66752 2.03928 1.15316 1.11845 1.37821 1.26002 2.3605 1.1239 1.03271 1.05777 0.962206 1.29669 0.918886 1.03197 0.790867 0.589628 0.670019 0.537128 0.520289 1.92242 0.769078 0.552368 0.494784 0.459874 0.236104 0.148651
threshold=0.28833000000000003 0.092845000000000025 0.09253500000000002 -0.077474999999999988 0.19384500000000002 -0.52374999999999983 -0.46772999999999992 0.088365000000000013 -0.013254999999999998 -0.095564999999999983 -0.0039399999999999991 0.11500500000000001 0.083980000000000013 -0.0089849999999999982 0.092265000000000014 0.086845000000000019 -0.14920999999999998 -0.074504999999999988 -0.048864999999999992 0.089865000000000014 -0.47365999999999991 -0.12077499999999998 0.090715000000000004 -0.071129999999999985 -0.078254999999999977 0.097005000000000022 0.099170000000000022 -0.080564999999999984 0.096160000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 17 18 -1 -3 8 9 -8 11 12 -10 25 15 16 -15 -4 26 -20 -2 22 -9 -23 -25 -7 -5 -21 -26
right_child=20 6 3 4 -6 13 7 21 10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 27 -22 23 -24 24 28 -27 -28 -29 -30
leaf_value=0.0058013416900643076 0.00031478847602298197 0.0041461077785194802 0.0020073703544860873 0.0015619511856020585 -0.002480805797886722 0.0066063520541809343 0.0017150820551372445 0.0067982565910248852 -0.0033527466733389885 -0.0049272978413370467 0.0033376955074257831 0.0026669174510719992 0.00086587641401121909 0.0058397279187934158 0.0056326434839968995 0.00018936176512252101 0.0026104084801980656 0.0054800800185220025 0.0042559432834446678 0.0022581094581487307 -0.0029394010871248246 0.003672348663801955 0.00078680239394673024 -0.00076038250877970986 0.0011114033118100929 0.0034646006657832293 -0.0012172384688905653 0.00022037443498236872 0.0027159652077044659
leaf_weight=78 53 80 72 72 81 53 54 52 55 57 86 59 70 54 78 77 1091 65 65 69 52 76 59 64 66 52 54 52 56
leaf_count=78 53 80 72 72 81 53 54 52 55 57 86 59 70 54 78 77 1091 65 65 69 52 76 59 64 66 52 54 52 56
internal_value=0 0.00235843 0.00267903 0.00149275 0.000737743 0.00310282 0.00158431 0.00131218 0.000348036 -0.00169368 0.00118831 0.000182383 -0.000988373 0.00295284 0.00278304 0.00260096 0.00276292 0.00365678 0.00157411 0.0023892 -0.00129449 0.00229636 0.00360517 0.00174093 0.000950442 0.00505275 0.00036894 0.0013844 0.00184992
internal_weight=0 2847 2013 530 393 1483 834 754 381 111 270 184 125 1405 1300 1222 1145 137 312 186 105 373 111 262 186 105 126 121 122
internal_count=2952 2847 2013 530 393 1483 834 754 381 111 270 184 125 1405 1300 1222 1145 137 312 186 105 373 111 262 186 105 126 121 122
is_linear=0
shrinkage=0.0227741


Tree=2638
num_leaves=16
num_cat=0
split_feature=0 147 52 51 457 14 0 0 0 50 376 52 13 50 160
split_gain=1.44675 1.18671 0.848254 0.845976 1.48948 1.07648 1.07883 1.97086 1.12727 1.02641 0.726498 0.627499 0.586348 0.581124 0.319911
threshold=0.13304000000000002 0.08975000000000001 -1.0000000180025095e-35 0.096685000000000007 0.093295000000000003 0.082295000000000021 -0.13409999999999997 -0.14606999999999998 -0.10228499999999999 0.088385000000000005 0.083925000000000013 0.047800000000000009 -0.083574999999999997 0.12170000000000002 -0.020569999999999995
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 7 14 11 -5 -10 -8 -11 -14 -1
right_child=-2 2 -4 9 -6 -7 8 -9 10 12 -12 -13 13 -15 -16
leaf_value=0.00023311308757393017 -0.0015344066436967891 0.0018491693320561928 -0.0021235917016306461 -0.0011952261536625904 0.0058478889662694237 0.0053562185335074061 0.0055190337690795158 -0.0032287860525905378 0.0021562865889140706 0.0037906244037541068 -0.00020195599019115463 0.0023438034180522488 0.0026371505976124174 -0.00054760710728372452 0.0022430057882444404
leaf_weight=60 65 53 64 90 59 54 83 56 1906 57 73 57 58 66 151
leaf_count=60 65 53 64 90 59 54 83 56 1906 57 73 57 58 66 151
internal_value=0 0.00196791 -0.000321845 0.00206471 0.00219845 0.00211011 0.00203654 0.000643703 0.00221192 0.000830479 0.00206917 0.00422803 0.00183911 0.000940038 0.00167265
internal_weight=0 2887 117 2770 2499 2440 2386 267 2119 271 1979 140 181 124 211
internal_count=2952 2887 117 2770 2499 2440 2386 267 2119 271 1979 140 181 124 211
is_linear=0
shrinkage=0.0232295


Tree=2639
num_leaves=24
num_cat=0
split_feature=4 1 14 49 1 39 1 1 124 3 43 48 1447 1212 42 1209 3 1375 3 3 3 3 156
split_gain=1.71495 2.22227 1.4303 1.18343 1.08302 0.822595 0.751233 1.269 1.13205 1.28756 1.27138 0.857153 0.713109 0.759113 0.712694 0.773614 0.6526 0.645856 0.686538 0.86067 0.595282 0.588587 0.522677
threshold=-0.047714999999999987 0.095920000000000019 -0.45687499999999998 -0.0086549999999999978 0.10667500000000001 0.083645000000000011 0.11050000000000001 0.11561500000000001 -0.066899999999999987 0.30863500000000005 -0.007069999999999999 0.081520000000000023 -0.08292999999999999 -0.065539999999999987 -0.11466499999999999 0.094985000000000014 -0.08212499999999999 0.084780000000000008 0.088880000000000015 -0.054399999999999997 -0.072274999999999992 -0.092109999999999984 0.089380000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 -3 -1 12 17 11 -8 -9 10 -10 -4 -5 16 -15 22 -14 18 19 20 21 -2 -16
right_child=1 2 6 4 -6 -7 7 8 9 -11 -12 -13 13 14 15 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0049447736646145097 7.5790130760330519e-05 0.0031873495202727246 -0.00010900693264596734 0.0037648216345161569 0.0048601747023601276 0.0041318235216304851 0.0031948373518528011 0.0025389260735575203 -0.0015112872673614314 -0.0038622525404814188 0.0021014586930740656 -0.0031190220046351485 0.0050849886557763607 0.0036801849902997714 0.00089501941641837801 0.0037485888724867458 0.0019490823888097934 0.0037595111892823234 -0.001123277093736589 0.0034312789723760398 -0.00061853419643158498 0.0017833005569113532 0.0028182987858938304
leaf_weight=70 124 63 102 86 61 64 60 56 126 59 79 88 55 65 742 58 84 60 52 103 76 541 78
leaf_count=70 124 63 102 86 61 64 60 56 126 59 79 88 55 65 742 58 84 60 52 103 76 541 78
internal_value=0 0.00103415 -4.67774e-06 0.00211874 0.00195759 0.00167907 -0.000357899 0.000214711 -0.000343318 -0.000955606 -0.000117896 -0.00150437 0.00180579 0.00164986 0.00142235 0.00125493 0.00319162 0.00151462 0.00136402 0.00151755 0.00125122 0.00146527 0.00107826
internal_weight=0 1653 633 1299 1229 1020 570 380 320 264 205 190 1168 1082 943 878 139 956 896 844 741 665 820
internal_count=2952 1653 633 1299 1229 1020 570 380 320 264 205 190 1168 1082 943 878 139 956 896 844 741 665 820
is_linear=0
shrinkage=0.0223275


Tree=2640
num_leaves=12
num_cat=0
split_feature=3 0 9 14 3 52 1 160 160 2 42
split_gain=2.36441 1.40465 1.11033 1.21166 1.49981 2.20856 1.26036 0.840044 0.71972 1.49636 0.802602
threshold=0.35004500000000011 0.148925 -1.0000000180025095e-35 0.020750000000000005 -0.15327499999999997 -0.23682999999999996 0.082135000000000014 -0.54243999999999992 0.030480000000000004 0.083185000000000023 0.086825000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -5 -6 10 -10 -9
right_child=-2 -3 3 6 7 -7 -8 8 9 -11 -12
leaf_value=-0.0010037992797816986 -0.0023336616846502964 0.0037547818973439214 0.0018213322530359053 0.0011227888180639744 0.0031852728660027789 -0.0029429675788426981 0.0049470994136614948 0.0015652109387068176 -0.0020510082237243268 0.00093164263971699476 0.000808137797894927
leaf_weight=81 66 69 59 59 69 73 57 1231 68 331 762
leaf_count=81 66 69 59 59 69 73 57 1231 68 331 762
internal_value=0 0.00117197 0.00110803 0.00117124 0.00108919 -0.000811989 0.00300366 0.00119125 0.00113364 0.000422831 0.00127585
internal_weight=0 2859 2790 2709 2593 132 116 2461 2392 399 1993
internal_count=2925 2859 2790 2709 2593 132 116 2461 2392 399 1993
is_linear=0
shrinkage=0.0183163


Tree=2641
num_leaves=11
num_cat=0
split_feature=3 1186 123 0 48 1420 15 15 12 40
split_gain=1.63579 1.54948 1.24832 1.11481 0.826755 0.754306 0.856873 1.40028 0.981654 0.456942
threshold=0.35004500000000011 0.084830000000000017 0.087855000000000016 0.15312500000000004 -0.086624999999999994 -0.052769999999999991 0.083185000000000023 -0.011749999999999998 0.085235000000000019 -0.079759999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 -8 -4
right_child=-2 -3 9 -5 5 6 8 -9 -10 -11
leaf_value=0.0038199911454447795 -0.0024615689737409016 0.0047284401692391257 0.00048865668863931654 0.0045632172229037194 0.0031136917322346067 0.0010798586758428896 0.0032223714999647887 -0.00062552430100320849 0.001247349706728593 -0.0023672249217303789
leaf_weight=63 66 67 53 54 99 1132 163 337 821 70
leaf_count=63 66 67 53 54 99 1132 163 337 821 70
internal_value=0 0.00123627 0.00115238 0.00125786 0.00118951 0.00112448 0.0010441 0.000688462 0.00157476 -0.00113463
internal_weight=0 2859 2792 2669 2615 2552 2453 1469 984 123
internal_count=2925 2859 2792 2669 2615 2552 2453 1469 984 123
is_linear=0
shrinkage=0.0232295


Tree=2642
num_leaves=30
num_cat=0
split_feature=1 3 14 4 4 2 2 2 2 3 40 2 1 15 15 16 3 1446 2 16 133 15 1186 13 51 3 51 3 16
split_gain=67.0928 20.5909 7.72758 7.52222 6.46015 6.82154 5.9554 8.06078 3.84514 3.77174 3.30093 3.09597 3.28886 2.61147 1.66682 2.05896 1.58609 1.39154 2.26347 1.28493 1.26483 1.72615 1.24008 1.05385 0.986368 1.79214 1.27144 0.860188 0.124273
threshold=0.10075500000000003 -0.069049999999999986 0.064610000000000015 0.032770000000000001 -0.040394999999999993 0.10100500000000003 -1.0000000180025095e-35 0.14253500000000002 0.10060500000000001 0.090170000000000014 -0.079179999999999987 0.092320000000000013 0.08864000000000001 -0.11124499999999998 -0.079504999999999978 -0.077679999999999985 0.13470000000000001 0.037915000000000011 0.085355000000000014 0.0060400000000000011 0.047685000000000005 -0.055184999999999991 0.021560000000000003 -0.069444999999999993 0.0045000000000000014 -0.020049999999999995 0.089570000000000025 -0.092109999999999984 -0.082469999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 11 -2 19 10 8 -8 -10 -3 17 14 -5 -13 -16 -11 22 -19 -6 21 -15 24 -22 25 -1 -26 -17 -9
right_child=1 6 -4 13 5 -7 7 28 9 16 -12 12 -14 20 15 27 -18 18 -20 -21 23 -23 -24 -25 26 -27 -28 -29 -30
leaf_value=0.0027952023648747763 0.0031189457258395835 0.0011974979020710273 0.0036103622342341054 0.0028395990042376067 0.0028734928106991641 0.0012614528532167012 0.0024827756187302779 0.00087752702197954602 0.0010763521478937377 0.0022117436559573678 0.00012061686247539296 0.0030510515339204985 0.0018470652295381287 0.0022150877587664161 0.0030948699332349031 0.0021258948798712949 0.0015176765333767901 0.0034384631476515565 0.0027301104501724874 0.002197478948254227 0.0026127198047497476 0.0014854677190755388 0.0032650995701937282 0.0020340009081169794 0.0021763052257562569 0.0032795164049475699 0.0027960111313502225 0.0025453605898767286 0.00066224179261988535
leaf_weight=902 78 54 93 60 52 63 56 52 83 72 52 83 52 73 57 59 54 94 77 54 66 52 57 54 52 78 78 216 52
leaf_count=902 78 54 93 60 52 63 56 52 83 72 52 83 52 73 57 59 54 94 77 54 66 52 57 54 52 78 78 216 52
internal_value=0 0.00167835 0.0027493 0.00271133 0.00239244 0.00205694 0.00130696 0.00148998 0.00177234 0.00158183 0.000669524 0.00278623 0.00257184 0.00226796 0.00266257 0.00256536 0.00191454 0.00286104 0.00311969 0.00252942 0.00212783 0.00191183 0.00282311 0.00235257 0.00280039 0.00283378 0.00254838 0.00245548 0.000770197
internal_weight=0 722 2203 2110 247 169 475 369 265 209 106 1805 467 305 415 332 126 1338 171 106 245 125 1167 120 1110 980 130 275 104
internal_count=2925 722 2203 2110 247 169 475 369 265 209 106 1805 467 305 415 332 126 1338 171 106 245 125 1167 120 1110 980 130 275 104
is_linear=0
shrinkage=0.0030485


Tree=2643
num_leaves=24
num_cat=0
split_feature=1 3 4 1 151 150 15 4 158 4 4 40 4 16 52 43 42 1456 52 1 16 402 15
split_gain=85.9721 22.6035 8.89392 8.35213 4.63682 3.96297 4.45783 3.88241 3.65199 3.61065 2.32941 2.1338 2.32714 3.5234 2.13944 1.62975 1.48462 1.27526 1.23307 1.20771 0.952227 0.609593 0.584349
threshold=0.10398500000000001 -0.06656999999999999 0.053925000000000008 0.13300500000000001 0.053170000000000002 0.085845000000000019 -0.07879499999999999 0.41377500000000006 0.019155000000000002 0.50291500000000011 0.24099500000000004 -0.034699999999999988 -0.50139499999999992 0.041025000000000006 -0.41694999999999993 -0.025079999999999995 0.11382000000000002 -0.13562499999999997 -0.013125 0.11617500000000001 -0.11807499999999999 -0.071209999999999982 -0.076194999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 5 11 6 15 19 10 -5 20 -1 -13 16 22 -3 17 -14 -16 -2 -4 -18 -15
right_child=1 3 8 9 -6 -7 -8 -9 -10 -11 -12 12 13 14 18 -17 21 -19 -20 -21 -22 -23 -24
leaf_value=0.0026130508586591156 0.0030624022464776288 0.0012086978514633888 0.0027630655556674425 0.0011846471798585567 0.0022603156256449314 0.0010780764665923677 0.0025837327308375828 0.001847973550241126 0.0030635385044239338 0.00025909111975095441 0.0017147029465434691 0.0036250236624219764 0.0036775915164673346 0.0033314968268019604 0.0022347913361413022 0.0019299413797966146 0.0030443137270206896 0.0031858340817764921 0.0028250062465262639 0.0024952649721605154 0.0022645810812657241 0.0025932766617419835 0.0029100637557102362
leaf_weight=78 89 62 66 91 63 79 63 53 82 74 52 92 54 52 72 60 67 1314 67 63 88 54 90
leaf_count=78 89 62 66 91 63 79 63 53 82 74 52 92 54 52 72 60 67 1314 67 63 88 54 90
internal_value=0 0.00172495 0.0030189 0.00131893 0.00309244 0.00166204 0.00191123 0.00257446 0.00250736 0.000769751 0.00228581 0.00311945 0.00314064 0.00311545 0.0027951 0.00156368 0.00317588 0.00320527 0.00251952 0.00282756 0.00247843 0.0028433 0.00306463
internal_weight=0 634 2291 429 2003 264 185 205 288 165 206 1940 1862 1770 281 122 1489 1368 139 152 154 121 142
internal_count=2925 634 2291 429 2003 264 185 205 288 165 206 1940 1862 1770 281 122 1489 1368 139 152 154 121 142
is_linear=0
shrinkage=0.00310948


Tree=2644
num_leaves=25
num_cat=0
split_feature=4 2 123 4 0 15 1 1 0 4 2 4 484 1 0 4 1 4 1 52 0 2 0 52
split_gain=85.5283 24.6559 15.1724 5.95536 8.56367 10.0394 7.64576 4.7763 3.38675 2.91358 2.4536 2.41508 2.12106 1.90746 1.80829 1.60449 1.59913 1.21136 0.982915 1.1757 0.945416 0.902171 1.05937 0.322691
threshold=0.31392000000000003 0.13388500000000003 0.081180000000000016 -0.032169999999999997 -0.12851999999999997 -0.10981499999999998 0.093170000000000017 0.13042000000000001 -0.072924999999999976 0.42405000000000009 0.14870000000000003 0.020110000000000006 -0.008624999999999999 0.10174000000000001 -0.085349999999999995 -0.085474999999999982 0.086590000000000014 0.51395000000000002 0.10471000000000001 0.10400000000000002 -0.067134999999999986 0.082165000000000016 -0.086659999999999987 0.008405000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 5 -5 -7 9 11 -2 -3 16 15 -4 21 -1 -6 -9 19 -16 -10 -14 -23 -13
right_child=7 10 13 4 8 6 -8 17 20 -11 -12 23 14 -15 18 -17 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=0.0031671360955555952 0.00056380631398565055 0.0014277192987421682 0.0017494729812942849 0.0026789136475906319 0.002443227671508434 0.0018929793726499122 0.00044747919059091098 0.00048623882992739986 0.0016470453657242952 0.001309402975730125 0.00060076188532294766 0.0020588378111831367 0.0029937319228167439 0.001056244119309095 0.0025023621067409756 0.0025167549368942015 0.0028350886421937426 -8.2422760198605675e-05 0.0020970028669486597 0.0022292435016117657 0.0021250524939789386 0.002469054976625674 0.0029397840830333415 0.0022976831404024427
leaf_weight=70 82 57 63 54 446 62 59 66 56 92 62 124 63 69 662 58 108 58 73 165 91 149 55 81
leaf_count=70 82 57 63 54 446 62 59 66 56 92 62 124 63 69 662 58 108 58 73 165 91 149 55 81
internal_value=0 0.00227521 0.00233584 0.00238852 0.00223086 0.00164851 0.0011884 0.000651138 0.00234332 0.000958206 0.000997125 0.00242078 0.00252011 0.00138734 0.00248141 0.00287267 0.00251967 0.000220005 0.00241948 0.00244791 0.00194316 0.00269005 0.00259612 0.00215336
internal_weight=0 2627 2508 2376 1081 175 121 298 906 174 119 759 1295 132 1167 128 554 124 900 827 147 267 204 205
internal_count=2925 2627 2508 2376 1081 175 121 298 906 174 119 759 1295 132 1167 128 554 124 900 827 147 267 204 205
is_linear=0
shrinkage=0.00287267


Tree=2645
num_leaves=20
num_cat=0
split_feature=1 1 15 10 123 0 14 3 3 15 0 13 3 12 0 1 1210 13 1210
split_gain=58.3952 9.61432 6.92149 6.86799 5.26287 4.25055 4.47334 3.42925 3.25481 2.78232 2.76729 2.6525 2.54927 2.39094 1.67217 1.42261 1.2533 1.16085 0.888119
threshold=0.11657000000000002 0.098395000000000024 -0.08237499999999999 -1.0000000180025095e-35 0.087855000000000016 0.060910000000000006 0.064610000000000015 0.09722500000000002 0.28833000000000003 0.025430000000000005 -0.12259499999999998 0.00029500000000000007 -0.020049999999999995 0.090285000000000018 -0.072039999999999979 0.094935000000000005 -0.063274999999999984 -0.088384999999999977 -0.065264999999999976
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 10 -2 8 6 7 13 11 12 -3 14 -4 16 -5 18 -1 -18 -15
right_child=3 2 9 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 15 -16 -17 17 -19 -20
leaf_value=0.002930505951097835 0.00034322307133314992 0.0010536126018189736 0.0023850139902835267 0.0016590391469018702 0.00062476426632146389 0.0017848996912348356 0.0032038322742621405 0.0017400855261010518 0.00090372885495216063 0.0028903034376585152 0.0018604677596735354 0.0012271926553875706 0.0015569769908511672 0.0019491282223409983 0.0024058673136451653 0.0028313303337458083 0.0023296827346621241 0.0026003038831645385 0.0023519870788974305
leaf_weight=94 88 82 102 57 77 83 85 60 55 58 83 58 56 59 60 57 188 902 618
leaf_count=94 88 82 102 57 77 83 85 60 55 58 83 58 56 59 60 57 188 902 618
internal_value=0 0.00239535 0.00193976 0.00110956 0.00132912 0.00247622 0.00250402 0.00247393 0.00156478 0.00230632 0.00145969 0.00177235 0.00209174 0.00249687 0.00204231 0.00235692 0.00258361 0.00255366 0.00231693
internal_weight=0 2527 381 395 307 2146 2063 1978 230 216 165 175 158 1918 117 734 1184 1090 677
internal_count=2922 2527 381 395 307 2146 2063 1978 230 216 165 175 158 1918 117 734 1184 1090 677
is_linear=0
shrinkage=0.00310948


Tree=2646
num_leaves=12
num_cat=0
split_feature=15 15 15 1444 159 13 1447 481 51 51 15
split_gain=1.87904 2.14212 1.22881 1.21868 1.10219 1.00683 0.762276 0.731419 0.830009 0.819802 0.0241143
threshold=-0.2987999999999999 -0.43091499999999999 -0.23043999999999995 -0.069054999999999991 0.107145 -0.17030499999999998 -0.085709999999999995 -0.085784999999999986 0.15358000000000002 0.026870000000000002 -0.032144999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 -1 10 -7 -8 9 -9 -5
right_child=2 -3 3 5 -6 6 7 8 -10 -11 -12
leaf_value=0.0022189799136039432 0.004265639619559787 -0.0029553755004156392 0.0042389122137478207 0.00012549154305331535 -0.0010073150781573382 0.0032883466967948125 -0.00031173484282817133 0.0015615264856696804 -0.00050084905681405903 0.0025968321949866365 -0.00041745343707586267
leaf_weight=100 61 62 59 54 55 92 66 1963 59 296 55
leaf_count=100 61 62 59 54 55 92 66 1963 59 296 55
internal_value=0 -7.71319e-05 0.00169347 0.00163406 0.0010729 0.00157453 0.00165038 0.00158709 0.00164124 0.00169727 -0.000146678
internal_weight=0 217 2705 2644 155 2585 2476 2384 2318 2259 109
internal_count=2922 217 2705 2644 155 2585 2476 2384 2318 2259 109
is_linear=0
shrinkage=0.0183163


Tree=2647
num_leaves=16
num_cat=0
split_feature=4 0 2 0 133 0 0 1453 4 48 41 52 48 52 49
split_gain=2.70206 1.84285 0.979612 1.56105 1.3821 1.4528 1.34687 1.28258 1.05943 1.16093 1.81163 1.57813 0.970277 0.841788 0.392176
threshold=-0.51843499999999987 0.13304000000000002 0.08784500000000002 -0.15445999999999996 -0.24159999999999995 -0.10998999999999999 -0.0033699999999999993 -1.0000000180025095e-35 -0.39175499999999991 0.10145000000000001 0.077300000000000021 -0.060344999999999996 0.088875000000000023 0.093130000000000004 0.095455000000000012
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 12 -4 -9 10 13 -11 -7 -10 -13
right_child=1 -3 7 4 5 6 -8 8 9 11 -12 14 -14 -15 -16
leaf_value=0.0070216627942091591 0.0058026139889476129 -0.0024411831457240517 0.004538548232878057 0.0051510377928625541 -0.0019410200406747595 0.0020046044166028916 -0.0012436678457951995 0.0035923644841559165 0.00054253087667109417 0.0021351949318059987 0.0051698449768285172 -0.0039540144960751736 0.0050325498464843981 0.0020408078534542985 -0.0010780002034155973
leaf_weight=55 66 64 67 76 58 1006 71 94 749 64 64 60 66 310 52
leaf_count=55 66 64 67 76 58 1006 71 94 749 64 64 60 66 310 52
internal_value=0 0.00161219 0.00170483 0.00217618 0.00198855 0.00178821 0.00197767 0.00127108 0.00111373 0.000934172 0.0012203 -0.000890025 0.00219127 0.000981364 -0.00262103
internal_weight=0 2867 2803 1343 1277 1201 1143 1460 1393 1299 1123 176 1072 1059 112
internal_count=2922 2867 2803 1343 1277 1201 1143 1460 1393 1299 1123 176 1072 1059 112
is_linear=0
shrinkage=0.024168


Tree=2648
num_leaves=23
num_cat=0
split_feature=2 13 12 147 52 52 16 13 2 106 12 160 16 52 12 1429 1446 2 50 133 39 160
split_gain=1.32252 1.53395 2.08063 1.30601 0.930585 0.946175 0.760244 0.958152 0.929676 0.753885 1.34729 1.38653 0.87196 0.871593 0.919866 0.494445 0.608482 0.608145 0.741261 0.59325 0.438122 0.408346
threshold=0.10859000000000001 0.17226500000000003 -0.10063999999999999 0.089245000000000005 0.10955000000000002 -0.41694999999999993 -0.0038249999999999998 -0.076534999999999992 0.12933000000000003 0.085275000000000004 0.080635000000000012 0.049100000000000012 -0.087589999999999987 1.0000000180025095e-35 -1.0000000180025095e-35 0.086095000000000019 0.092380000000000018 0.087605000000000002 0.10874500000000002 0.0029250000000000005 0.08955500000000001 -0.031699999999999992
decision_type=2 2 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 -4 7 -7 -8 10 11 13 -13 14 20 16 17 19 -19 -12 -1 -16
right_child=1 -3 4 -5 -6 6 8 -9 -10 -11 15 12 -14 -15 21 -17 -18 18 -20 -21 -22 -23
leaf_value=2.4038393042004792e-05 0.0046581310289377804 -0.0031571103833375343 0.0018838737465031118 -0.0014314290410510869 0.0021250793595733656 -0.0014190065052550099 -0.0040456503399343502 0.0015668130107169718 -0.00016462122407298951 -0.00094110662416249397 0.0019484971302999986 0.0027360603847088496 -0.0010894623109936451 0.00549204145171485 0.0028481550004036895 0.0030583052252176985 0.0034636157862936862 0.00049852459827418949 0.0029134112085663143 0.00084529724456044065 0.0028010759741629258 0.0055027267601480854
leaf_weight=53 55 52 79 68 98 100 58 98 56 53 666 52 58 78 52 79 59 595 65 340 52 56
leaf_count=53 55 52 79 68 98 100 58 98 56 53 666 52 58 78 52 79 59 595 65 340 52 56
internal_value=0 0.000363528 0.000700481 0.00149713 0.000254878 -0.000213283 -0.000745028 5.76663e-05 -0.00214119 0.00158542 0.00164626 0.00277199 0.000716884 0.00354805 0.00283509 0.0013959 0.00131963 0.00124357 0.000736701 0.00157587 0.00140152 0.00422672
internal_weight=0 596 544 2326 489 391 312 198 114 2258 2205 401 110 291 213 1804 1725 1666 660 1006 105 108
internal_count=2922 596 544 2326 489 391 312 198 114 2258 2205 401 110 291 213 1804 1725 1666 660 1006 105 108
is_linear=0
shrinkage=0.0214605


Tree=2649
num_leaves=30
num_cat=0
split_feature=3 3 43 12 12 16 43 13 3 160 52 3 13 3 16 124 12 3 13 16 1210 12 16 12 52 42 52 13 52
split_gain=50.7076 18.1858 19.4951 9.9474 6.018 4.63482 4.28943 4.22851 3.90721 2.826 3.1502 3.0368 2.75163 2.25448 2.11581 2.09049 2.08928 1.84948 1.51035 1.45423 1.25174 1.25821 1.1484 1.14485 0.812155 0.811726 0.763806 0.720414 0.442075
threshold=-0.064349999999999991 0.28833000000000003 -0.043814999999999993 0.023990000000000004 0.098595000000000016 -0.20132999999999998 -0.23287499999999997 -0.0088749999999999992 0.11500500000000001 -0.086854999999999988 -0.082894999999999983 0.093925000000000022 -0.48634999999999995 -0.14186499999999996 -1.0000000180025095e-35 -0.086434999999999984 0.090285000000000018 -0.012504999999999997 -0.092844999999999997 0.062910000000000008 -0.063274999999999984 0.083785000000000012 -0.16153499999999996 0.10682000000000001 -0.016679999999999997 -0.086319999999999994 -0.42058999999999996 -0.065539999999999987 0.089575000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 13 -6 -2 15 9 -4 -11 17 -3 19 28 -8 18 -12 -15 -5 -20 -22 -17 -16 26 -26 -18 -27 -7
right_child=1 12 8 4 5 14 7 -9 -10 10 11 -13 -14 16 23 22 24 -19 20 -21 21 -23 -24 -25 25 27 -28 -29 -30
leaf_value=0.0012839153768017717 0.0018355845755575568 0.00095112260670484965 0.0028250898918162877 0.0026029830161749118 0.001230401215111048 0.0025735133005884395 0.0016255684277882512 0.00024476740987570907 0.0015366293808398036 0.0025510178122178269 0.0016903924372907537 0.0012679890650034516 5.4434860813788117e-05 0.0021888040840013019 0.0021508616022060862 0.00059600500061302258 0.0023183090936779679 0.0023842677492979052 0.0029288224847560103 0.0032082976900305207 0.0029112352757096832 0.002501513733939878 0.0011991495309038838 0.0015654365569274555 0.0026970979740480157 0.002415714706126496 0.0018346237386148657 0.0021297905722488133 0.0022565566567951793
leaf_weight=72 55 55 59 92 52 87 56 63 93 96 57 52 69 101 72 53 61 88 83 59 75 719 61 52 58 220 58 127 77
leaf_count=72 55 55 59 92 52 87 56 63 93 96 57 52 69 101 72 53 61 88 83 59 75 719 61 52 58 220 58 127 77
internal_value=0 0.0015113 0.00169039 0.00237622 0.00241567 0.00205301 0.00108428 0.0009068 0.00208258 0.00222673 0.00210613 0.00188917 0.000452417 0.00249024 0.00220143 0.00115195 0.00245509 0.00211172 0.002537 0.00283971 0.00257707 0.00254026 0.00091902 0.00190562 0.00230215 0.00236651 0.00208283 0.00231116 0.00242489
internal_weight=0 857 733 2065 1993 340 288 233 445 352 293 197 124 1653 288 170 1502 145 978 151 877 794 114 124 524 405 119 347 164
internal_count=2922 857 733 2065 1993 340 288 233 445 352 293 197 124 1653 288 170 1502 145 978 151 877 794 114 124 524 405 119 347 164
is_linear=0
shrinkage=0.00298873


Tree=2650
num_leaves=28
num_cat=0
split_feature=1 12 12 1 1 1 12 4 483 3 3 3 150 12 0 4 0 4 16 48 4 3 4 1210 3 12 3
split_gain=36.0249 11.2781 4.79817 3.93492 7.1181 3.55291 3.47582 2.2879 2.27505 2.23135 3.98021 2.14955 1.98112 1.9043 1.81832 1.42322 1.42183 1.17938 0.949487 0.943987 1.12425 1.18675 0.835556 0.731325 0.798776 0.496146 0.166891
threshold=0.10509 0.087255000000000013 0.056995000000000011 0.087545000000000026 0.078705000000000011 0.12988000000000002 0.090285000000000018 0.032770000000000001 0.085895000000000013 0.28833000000000003 0.0043700000000000006 -0.13117499999999996 1.0000000180025095e-35 0.11582000000000002 -0.00077999999999999999 0.40052000000000004 -0.10594499999999998 0.022635000000000006 -0.014854999999999998 0.093225000000000016 -0.16523499999999997 -0.087359999999999979 0.0049450000000000006 -0.062539999999999984 -0.080294999999999991 -0.087384999999999977 -0.07798999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 -1 17 11 13 9 10 14 -4 18 19 25 -12 -13 -3 -5 20 -8 -22 23 -18 -25 -2 -9
right_child=1 5 6 12 -6 -7 7 26 -10 -11 15 16 -14 -15 -16 -17 22 -19 -20 -21 21 -23 -24 24 -26 -27 -28
leaf_value=0.0013656585025752532 0.00055027074263512305 0.0021323191226799245 0.0024935325374945659 0.0017956101317925888 0.0025342878860745923 0.00098556492080561597 0.0023612680857073376 0.0013613627478958194 0.0013497180077245419 0.00034465512551450919 0.001645692431901801 0.0015530334206346969 0.00088718594078621192 0.0013892896424671671 0.0010112259553946815 0.00097859864901695803 0.0023354276697056904 0.0016269728939294077 0.0012649896357668433 0.0015472746186119832 0.0016924376856525844 0.0019984529542265293 0.0017075149212369949 0.0020658311614139948 0.0017623721265148957 0.00014825293435877175 0.0015606012061042316
leaf_weight=102 52 73 86 54 80 54 53 65 59 96 52 56 71 65 53 59 77 89 64 55 154 386 63 705 85 54 94
leaf_count=102 52 73 86 54 80 54 53 65 59 96 52 56 71 65 53 59 77 89 64 55 154 386 63 705 85 54 94
internal_value=0 0.00109237 0.00187745 0.00157164 0.00187951 0.0016377 0.00193579 0.00179812 0.000815144 0.000728883 0.000865382 0.00204775 0.001275 0.00186916 0.000567782 0.00129139 0.00200883 0.00185488 0.00150808 0.00191725 0.00195151 0.00191124 0.00203624 0.0020601 0.00203322 0.000345764 0.00147935
internal_weight=0 641 2315 371 182 216 1944 872 425 366 270 1072 189 713 159 111 986 162 118 648 593 540 930 867 790 106 159
internal_count=2956 641 2315 371 182 216 1944 872 425 366 270 1072 189 713 159 111 986 162 118 648 593 540 930 867 790 106 159
is_linear=0
shrinkage=0.00293013


Tree=2651
num_leaves=31
num_cat=0
split_feature=4 39 15 0 15 0 52 4 0 11 15 43 0 15 15 4 15 4 47 15 0 43 0 43 151 52 52 52 472 43
split_gain=60.7711 17.9621 6.60456 6.42133 10.8639 4.44288 4.43246 4.39851 6.35777 4.38057 4.1473 3.8258 3.07834 2.60685 2.04129 1.70795 1.63959 1.62732 1.49525 1.45735 1.40483 1.01508 0.841351 0.80839 0.76501 0.827044 0.75992 0.715329 0.662015 0.159347
threshold=0.31392000000000003 0.085285000000000014 0.025430000000000005 -0.10071499999999999 -0.10763999999999999 -0.07847999999999998 -0.44829999999999998 -0.17568999999999999 -0.052874999999999998 1.0000000180025095e-35 -0.029529999999999997 -0.051239999999999987 -0.077614999999999976 0.13592500000000005 -0.43587999999999999 0.022635000000000006 -0.46483499999999994 0.41939500000000002 0.077735000000000012 -0.060199999999999997 -0.11656999999999999 0.057215000000000009 -0.085719999999999977 0.090280000000000013 -0.085164999999999977 -0.043914999999999989 0.085635000000000003 0.088485000000000008 -1.0000000180025095e-35 -0.085784999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 18 15 28 -8 -9 13 20 16 -3 21 -13 24 -2 -16 -1 -14 -6 22 27 -23 29 -26 -24 -4 -7 -5
right_child=11 12 9 5 10 6 7 8 -10 -11 -12 14 19 -15 17 -17 -18 -19 -20 -21 -22 23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0026706856224343301 0.0013655884872898745 0.0023638320378480313 0.0030957924679557102 0.0030930328444864017 0.0019043611669349136 0.002732459103887933 0.0028929845353994981 0.0024483244945795557 0.0012933524886681281 0.003755627027837959 0.0012088315383660746 0.002028334649507353 0.0013162507019405106 0.0024134494640634411 0.0017275399721107363 0.0025658229334408074 0.00068056265199195707 0.0010480683487416151 0.0033038797774719506 0.0019549190971357012 0.002525748173383835 0.0025301133981361188 0.003088595189857964 0.0029504934950143106 0.0031424719763980908 0.0028598309678063935 0.0028811363431216056 0.003496879738487843 0.0031383653477027942 0.0033052037872991855
leaf_weight=64 56 84 140 59 73 53 98 154 53 60 54 79 58 69 67 77 60 52 61 61 52 64 295 98 136 247 305 52 97 78
leaf_count=64 56 84 140 59 73 53 98 154 53 60 54 79 58 69 67 77 60 52 61 61 52 64 295 98 136 247 305 52 97 78
internal_value=0 0.00276346 0.00283182 0.002698 0.00232966 0.00280441 0.00259004 0.0023907 0.00215276 0.00299934 0.00187539 0.00142647 0.00194195 0.00295495 0.00166942 0.00296774 0.00101153 0.00143089 0.00297993 0.00164389 0.0021631 0.00299409 0.0030369 0.00278461 0.00302719 0.00296027 0.00298319 0.00320458 0.00299515 0.00321405
internal_weight=0 2642 2439 1356 304 1052 455 305 207 1083 179 314 203 1023 198 597 116 119 125 119 125 954 792 162 520 383 600 192 150 137
internal_count=2956 2642 2439 1356 304 1052 455 305 207 1083 179 314 203 1023 198 597 116 119 125 119 125 954 792 162 520 383 600 192 150 137
is_linear=0
shrinkage=0.00287267


Tree=2652
num_leaves=28
num_cat=0
split_feature=4 3 3 123 4 0 13 0 3 0 4 3 4 3 41 4 13 0 1210 0 133 402 484 4 42 0 13
split_gain=94.2938 36.3061 17.7337 12.2252 5.63335 5.20292 5.14132 3.71881 4.87434 2.85222 5.56453 2.57929 2.46991 2.24309 1.90513 1.72042 1.568 1.20205 1.29716 1.24392 0.843329 0.805838 0.786782 0.674362 0.551834 0.54897 1.27787
threshold=0.31392000000000003 -0.06533499999999999 0.28833000000000003 0.081630000000000022 -0.37626499999999991 -0.105195 -0.059629999999999996 -0.07087499999999998 0.092005000000000017 -0.045139999999999993 -0.44205499999999992 -0.11266 0.00059000000000000014 -0.0082999999999999984 0.078385000000000024 0.51326500000000019 -0.15462999999999996 -0.083514999999999992 -0.0061249999999999994 -0.098064999999999986 -0.011534999999999998 0.026870000000000002 -0.0081849999999999978 -0.07928499999999998 0.093535000000000021 -0.096849999999999978 -0.078724999999999976
decision_type=2 2 2 2 2 2 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 16 -6 8 -8 12 -11 -7 14 -5 17 -13 -2 18 -1 -20 21 -19 -14 -22 25 -24 -27
right_child=5 2 -4 13 6 11 7 -9 -10 10 -12 15 22 -15 -16 -17 -18 20 19 -21 23 -23 24 -25 -26 26 -28
leaf_value=0.0039058544423441182 0.0021413622047931347 0.0035973422957016818 0.00094086301681829221 0.0015441986870915784 0.0034602534065612403 0.0015367886512957698 0.0030261813818804862 0.0019847370382545929 0.0020466439966232096 0.0033636565855423594 0.0021691388184892236 0.0010651942294417117 0.0033226737932694865 0.0023209883717898732 0.0039417013485486757 0.00035899761259642737 0.001469872294963913 0.003289891879883859 0.0029667078808405913 0.0034442398537850461 0.0030556750684974819 0.0037130457724730416 0.0028856957613068663 0.0032798302190496956 0.0027355798441480793 0.0035460788757937338 0.002900157640837126
leaf_weight=52 57 80 65 89 69 52 162 83 67 88 62 68 95 57 52 61 76 124 57 552 202 66 87 356 61 56 60
leaf_count=52 57 80 65 89 69 52 162 83 67 88 62 68 95 57 52 61 76 124 57 552 202 66 87 356 61 56 60
internal_value=0 0.00306706 0.002455 0.00261708 0.00286068 0.00129982 0.00270592 0.00253899 0.00273973 0.00327583 0.00287014 0.00096304 0.00330925 0.00184769 0.00336516 0.000731509 0.0017579 0.00334386 0.00343947 0.0033996 0.00325932 0.00343705 0.00308162 0.00319874 0.00299475 0.00307247 0.00321226
internal_weight=0 2642 672 607 461 314 381 312 229 1970 150 181 1820 146 1461 129 133 1409 661 609 748 190 359 558 264 203 116
internal_count=2956 2642 672 607 461 314 381 312 229 1970 150 181 1820 146 1461 129 133 1409 661 609 748 190 359 558 264 203 116
is_linear=0
shrinkage=0.0030485


Tree=2653
num_leaves=27
num_cat=0
split_feature=1 12 1 12 4 1 12 12 4 1 1 1 41 4 4 158 4 12 1 16 12 1210 2 160 4 0
split_gain=194.079 32.7201 13.6762 13.5873 10.2959 9.92694 7.35093 5.44704 4.44573 4.36352 4.32853 5.80422 3.66974 3.10651 3.00989 2.39266 2.24728 1.97563 2.06428 1.95908 1.07814 0.971113 0.815309 0.810566 1.15272 0.448271
threshold=0.10509 0.087255000000000013 0.12988000000000002 0.056995000000000011 0.049545000000000006 0.092845000000000025 -0.0089849999999999982 0.11582000000000002 -0.0069049999999999988 0.12646500000000002 0.078705000000000011 0.086115000000000011 0.078150000000000011 -0.012865 0.50291500000000011 0.080235000000000015 0.00093000000000000016 0.090285000000000018 0.089895000000000017 -0.4193599999999999 -0.089399999999999993 -0.062539999999999984 0.094215000000000007 -0.43042999999999992 -0.16523499999999997 -0.087649999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 8 5 7 10 9 12 -3 20 -1 -12 17 -7 -11 22 -8 18 21 -18 -2 -5 -6 -19 -25 -24
right_child=1 2 -4 4 15 13 16 -9 -10 14 11 -13 -14 -15 -16 -17 19 23 -20 -21 -22 -23 25 24 -26 -27
leaf_value=0.0019768823596249411 0.00063383101896193517 0.0027817771467694239 0.0003114835288781078 0.0033289058287058792 0.0016305162732688813 0.0019659350123859909 0.0012116983310451884 0.0019590254859332794 0.0017131533264691298 -8.1705548533719828e-06 0.0035971917967959274 0.0022970994203447117 0.0036827046123526033 0.00095561572603171765 -0.00092897557763601071 0.00263820228835503 0.00083341283916686367 0.0023461617319773757 0.0023503902735964644 -2.0083406771707012e-06 7.8305365832239844e-06 0.0029586236009806572 0.0023069629190315931 0.0032100656357105517 0.0027160869824053063 0.0018956813489216283
leaf_weight=102 54 67 54 80 57 53 56 66 95 64 59 84 57 73 81 71 59 53 54 54 57 800 55 53 543 55
leaf_count=102 54 67 54 80 57 53 56 66 95 64 59 84 57 73 81 71 59 53 54 54 57 800 55 53 543 55
internal_value=0 0.000689347 0.00169452 0.0026615 0.00276771 0.00210491 0.000178403 0.00285398 0.00215532 -0.000160402 0.00247714 0.00283374 0.00288998 0.00138086 -0.000522785 0.00214915 0.000691823 0.00286141 0.00295525 0.000433885 0.000312676 0.00299232 0.00194103 0.00272632 0.00276007 0.00210163
internal_weight=0 641 216 2315 1944 371 425 1706 162 256 245 143 1640 126 145 238 169 1583 934 113 111 880 167 649 596 110
internal_count=2956 641 216 2315 1944 371 425 1706 162 256 245 143 1640 126 145 238 169 1583 934 113 111 880 167 649 596 110
is_linear=0
shrinkage=0.00317166


Tree=2654
num_leaves=26
num_cat=0
split_feature=2 2 2 2 12 12 123 3 12 150 13 11 13 34 15 403 2 157 474 49 11 160 13 15 12
split_gain=71.6587 32.977 14.2426 13.1682 11.1594 6.12601 5.22281 4.5 4.73655 4.29969 5.47456 4.26307 3.7496 2.88888 1.17034 1.04542 0.986784 1.24071 1.04313 0.827224 0.795735 0.598892 0.877918 0.739414 0.564288
threshold=0.11891500000000001 -1.0000000180025095e-35 0.10100500000000003 0.17990500000000001 0.087470000000000006 0.084595000000000017 0.087855000000000016 0.093925000000000022 0.090285000000000018 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.10142999999999998 -0.079224999999999976 -0.080724999999999977 0.068400000000000002 0.085665000000000005 -0.082714999999999983 0.084510000000000016 0.098965000000000011 0.085990000000000011 -0.021314999999999997 -0.074044999999999986 0.091490000000000016 0.095565000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 6 9 13 12 8 11 10 -4 16 -2 -1 -14 21 18 -18 -3 20 24 22 -10 -23 -6
right_child=3 2 4 -5 19 -7 -8 -9 15 -11 -12 -13 14 -15 -16 -17 17 -19 -20 -21 -22 23 -24 -25 -26
leaf_value=0.0012562832903232821 0.00077586580381201135 0.0026205954352171565 0.0010426007323600822 -0.00026277575447825573 0.0026517791431673512 0.0019567520148221387 0.00045569142430560138 0.0017825673201352025 0.0023375041519369784 0.00075744798799358165 0.0021137079803495579 0.0031771809358625584 0.0012479001310681762 0.00052606484949689364 0.0017259784734883561 0.0019951360252322423 0.0026745371996139233 0.002352793558664371 0.0022287437899900552 0.0019776712764635091 0.0020544014942306755 0.0024257307869857796 0.0018938703591889526 0.0021933923717427669 0.0022908375898545883
leaf_weight=89 64 463 63 59 59 58 64 83 72 57 79 71 60 72 103 103 110 471 57 64 53 285 62 161 74
leaf_count=89 64 463 63 59 59 58 64 83 72 57 79 71 60 72 103 103 110 471 57 64 53 285 62 161 74
internal_value=0 0.00220759 0.00229984 0.000902924 0.00186514 0.00120199 0.00113937 0.00240054 0.00242818 0.00138643 0.0016387 0.00253279 0.001332 0.000929906 0.00155018 0.00224862 0.00249121 0.00241376 0.0025777 0.00224607 0.00233827 0.00229358 0.00213246 0.00234192 0.00245117
internal_weight=0 2606 2387 350 449 219 291 1938 1855 199 142 1172 227 161 163 683 1101 581 520 250 186 580 134 446 133
internal_count=2956 2606 2387 350 449 219 291 1938 1855 199 142 1172 227 161 163 683 1101 581 520 250 186 580 134 446 133
is_linear=0
shrinkage=0.00270699


Tree=2655
num_leaves=10
num_cat=0
split_feature=1 123 457 9 16 3 9 447 160
split_gain=3.56441 2.64193 1.21532 1.1514 0.988112 0.947464 1.34444 0.872317 0.771755
threshold=0.15390500000000004 0.085705000000000017 0.11129500000000002 -1.0000000180025095e-35 -0.10982499999999999 0.31351000000000001 0.087995000000000004 0.083310000000000009 -0.55045999999999984
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 7 8 -5
right_child=-2 4 -4 5 -6 -7 -8 -9 -10
leaf_value=-0.00051591323144237807 -0.0029364531483480985 -0.0018999073087966848 -0.00047598483839251783 -2.5064659483015759e-05 0.001178635553974955 -8.327184693387539e-05 0.0056511038652921628 0.0044836014376440202 0.0024615671669707302
leaf_weight=53 56 78 60 52 94 57 56 86 2351
leaf_count=53 56 78 60 52 94 57 56 86 2351
internal_value=0 0.00221317 0.00236715 0.00243148 -0.000216193 0.0024916 0.00254936 0.00247948 0.00240767
internal_weight=0 2887 2715 2655 172 2602 2545 2489 2403
internal_count=2943 2887 2715 2655 172 2602 2545 2489 2403
is_linear=0
shrinkage=0.0202227


Tree=2656
num_leaves=28
num_cat=0
split_feature=1 3 1 12 14 2 2 2 2 2 3 15 2 0 3 15 1 15 1 133 0 3 3 42 133 0 12
split_gain=154.712 33.7249 11.3972 11.6306 9.94185 8.91882 7.28801 9.83829 7.03615 5.96947 3.87489 3.07382 3.12508 2.44404 2.1549 1.95708 2.78465 1.65929 1.43306 1.14148 1.03727 0.990369 0.948517 0.763449 0.666945 0.544833 0.464862
threshold=0.10557500000000002 -0.064349999999999991 0.089245000000000005 0.085845000000000019 0.064610000000000015 0.25063000000000007 -1.0000000180025095e-35 0.10859000000000001 0.13154000000000002 0.11426500000000002 -0.0070649999999999992 1.0000000180025095e-35 0.079770000000000021 -0.14606999999999998 -0.091364999999999988 -0.17840999999999999 0.080320000000000016 -0.015539999999999998 0.096770000000000009 0.041800000000000011 -0.085674999999999987 0.085880000000000012 -0.08322499999999998 0.086510000000000017 -0.0085699999999999995 -0.078244999999999995 0.090535000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 4 10 8 6 -3 -8 11 23 -4 12 -1 -9 19 -14 -17 -5 -12 -13 24 -15 -19 -2 -16 -24 -22
right_child=1 5 3 17 -6 -7 7 13 -10 -11 18 14 15 21 20 16 -18 22 -20 -21 26 -23 25 -25 -26 -27 -28
leaf_value=0.0031442552505903899 0.0032145266618976067 0.001093207447552418 0.0021991477318882855 0.0034036379175876397 0.0049872715771229021 0.00052984426851701517 0.0030309835794698693 0.0013243424930515404 0.002795817738325229 0.0023467313117860687 0.0027765967427205397 0.0045562245600299619 0.0043511093201303933 0.0016644137402837041 0.004248628451100727 0.0038366183180131748 0.0031824772177140906 0.0041502564655471899 0.0034673221881774603 0.0040267400136363603 0.0039577409460214786 0.0021980161027229011 0.0039741659426793417 0.0036665049409733636 0.0038542453034142066 0.0035778176988360859 0.0037584150683163276
leaf_weight=66 60 93 66 94 73 55 70 80 54 60 55 94 59 52 140 708 64 78 54 62 258 80 53 81 56 84 194
leaf_count=66 60 93 66 94 73 55 70 80 54 60 55 94 59 52 140 708 64 78 54 62 258 80 53 81 56 84 194
internal_value=0 0.00212715 0.00379697 0.00338866 0.00390506 0.0016546 0.00181947 0.00205888 0.00386003 0.00313794 0.00277232 0.0038938 0.00377295 0.00173775 0.00402858 0.00382284 0.00378243 0.00373762 0.00311908 0.00434599 0.00395212 0.00198805 0.00388349 0.0034744 0.00413611 0.00373138 0.00387226
internal_weight=0 631 2312 484 1828 430 375 282 1755 201 175 1701 897 212 804 831 772 309 109 156 648 132 215 141 196 137 452
internal_count=2943 631 2312 484 1828 430 375 282 1755 201 175 1701 897 212 804 831 772 309 109 156 648 132 215 141 196 137 452
is_linear=0
shrinkage=0.00298873


Tree=2657
num_leaves=26
num_cat=0
split_feature=1 12 156 16 40 1 457 160 0 1 13 1211 16 43 11 1419 474 1454 12 13 1 0 0 13 0
split_gain=3.1079 1.90244 1.37708 1.75809 1.76542 1.84879 0.933823 0.849917 0.824241 0.761095 1.35498 0.760944 1.06372 0.720522 1.45401 0.667875 1.25526 0.666293 0.617545 0.575019 0.43058 0.314286 0.921259 0.555106 0.220045
threshold=0.093435000000000004 0.085845000000000019 0.10691500000000002 -0.24404999999999996 -0.081079999999999985 0.11215000000000001 0.041025000000000006 -0.078059999999999977 -0.063819999999999988 0.11156000000000001 -0.085784999999999986 1.0000000180025095e-35 -0.086909999999999987 0.037915000000000011 0.078340000000000007 0.083675000000000013 0.089165000000000008 0.083660000000000026 0.093815000000000023 -0.076179999999999984 0.12061000000000001 -0.082404999999999992 -0.072529999999999983 -0.063549999999999982 -0.06612999999999998
decision_type=2 2 2 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 9 -5 -6 11 -8 -7 -2 -11 13 -13 14 15 16 17 -1 -3 -20 24 23 -23 -15 -21
right_child=1 18 -4 4 5 8 7 -9 -10 10 -12 12 -14 21 -16 -17 -18 -19 19 20 -22 22 -24 -25 -26
leaf_value=0.0027190151994260026 0.0042305991086510801 0.0042604244903027867 0.004065098660713618 0.0023253730906542111 -0.0047432712591268383 0.0013335921748133946 0.0070997210982949076 0.0034244411721908318 -0.0023648223067356286 0.0033663741288855651 -0.0013705470396319316 0.0067457038152987482 0.002583515756253475 0.0031930043315715707 -0.0013377058243668638 0.00020419586127621333 0.0060057120836948426 0.00011663082244102593 3.023801981178325e-05 0.0027050968451862827 0.0041152130846063961 0.00088807539120820277 0.0050211468865114829 0.00654279794726805 0.0010019587342890901
leaf_weight=1250 52 93 52 64 91 73 56 97 63 64 72 65 74 57 53 60 64 58 63 94 72 57 65 55 79
leaf_count=1250 52 93 52 64 91 73 56 97 63 64 72 65 74 57 53 60 64 58 63 94 72 57 65 55 79
internal_value=0 0.00133377 0.000402924 4.83162e-06 -0.00114843 -0.00212894 0.00298958 0.0047713 -0.000377784 0.00179128 0.000856732 0.00284272 0.00453168 0.002706 0.00251297 0.00265566 0.00276269 0.00260381 0.00256575 0.00205322 0.00257239 0.00392995 0.0030922 0.00484025 0.00192883
internal_weight=0 932 531 479 291 227 2011 153 136 188 136 1858 139 1719 1485 1432 1372 1308 401 308 245 234 122 112 173
internal_count=2943 932 531 479 291 227 2011 153 136 188 136 1858 139 1719 1485 1432 1372 1308 401 308 245 234 122 112 173
is_linear=0
shrinkage=0.0236941


Tree=2658
num_leaves=18
num_cat=0
split_feature=1 123 41 15 1 0 43 1453 0 1 15 39 0 484 130 4 4
split_gain=2.45641 1.68125 1.67586 1.66701 1.41434 1.87841 1.92277 1.22727 1.25358 0.992295 1.02359 0.976733 0.955034 0.82708 0.889766 0.766103 0.457412
threshold=0.15390500000000004 0.088120000000000018 0.080510000000000012 -0.089179999999999982 0.085110000000000005 -0.098429999999999976 -0.094084999999999988 -0.077314999999999981 -0.14104999999999998 0.091280000000000014 -0.044024999999999988 0.0047850000000000011 -0.17127999999999996 -0.15746999999999997 -0.072754999999999986 -0.17568999999999999 0.41823000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 7 9 -7 -1 -9 -6 12 15 -11 -10 -15 -8 -3
right_child=-2 16 3 -5 5 6 11 8 13 10 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.00053155711846304742 -0.0030376348892519134 -0.0016959226262142271 0.0086704577315140485 0.0023844530855155368 -0.0031517963886328504 0.0062510309797484485 0.0039985416826300406 0.0063936887813782536 0.0054769198773547186 0.0040163914824619517 -0.0019209734618036085 -0.00091651411748307546 0.00032316153552637192 0.0053560179657414896 0.0024808511815049088 0.0017500686734006133 0.0012095789108606809
leaf_weight=68 56 78 53 54 53 70 120 63 68 66 74 71 135 72 1300 481 61
leaf_count=68 56 78 53 54 53 70 120 63 68 66 74 71 135 72 1300 481 61
internal_value=0 0.0022774 0.00241388 0.00550059 0.00228872 0.00158307 0.00228353 0.00276917 0.00291868 -6.71262e-07 0.00060566 0.00186984 0.0015372 0.00276646 0.00263193 0.00219946 -0.000418915
internal_weight=0 2887 2748 107 2641 1070 742 1571 1503 328 275 672 201 1440 1372 601 139
internal_count=2943 2887 2748 107 2641 1070 742 1571 1503 328 275 672 201 1440 1372 601 139
is_linear=0
shrinkage=0.0251444


Tree=2659
num_leaves=29
num_cat=0
split_feature=1 3 2 2 3 51 2 2 1 3 3 3 475 49 3 52 41 52 42 16 2 52 3 1 2 2 1212 16
split_gain=71.7909 16.2332 8.35389 6.34973 5.60265 3.35602 2.84882 2.18775 2.15331 3.18407 2.7523 2.00562 1.67379 2.74557 2.63616 1.88568 1.686 1.35015 1.14974 1.09515 1.07259 1.36561 1.65357 1.38311 1.02496 0.955505 0.847966 0.947816
threshold=0.10749500000000002 -0.044539999999999989 0.11426500000000002 0.14253500000000002 -0.066229999999999997 -0.096089999999999981 -1.0000000180025095e-35 0.11067500000000001 0.093575000000000019 0.088880000000000015 -0.020049999999999995 0.11878500000000002 -0.082539999999999988 -0.047859999999999993 -0.088484999999999994 -0.015539999999999998 0.078150000000000011 -0.13047499999999998 0.090645000000000017 -0.017744999999999997 0.090145000000000017 0.11122500000000002 -0.10859999999999999 0.092485000000000026 0.17553000000000005 0.098655000000000007 0.0025400000000000002 0.014185000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 18 6 12 -6 -3 -8 9 10 -7 -9 15 14 -14 17 20 -1 -2 -12 21 22 -15 -23 -5 -10 27 -22
right_child=1 3 -4 24 5 8 7 11 25 -11 19 -13 13 16 -16 -17 -18 -19 -20 -21 26 23 -24 -25 -26 -27 -28 -29
leaf_value=0.0027338197310817253 0.0026247221147569083 0.00062354727646903691 0.0010685103358012346 0.00051385594178699108 0.0025940329846326688 0.0019130184487818453 0.0017803857735557847 0.0006781422597912719 0.0013704095707511522 0.0015438749705944223 0.0023070316757743551 0.0014016579515767195 0.0014708087090259476 0.002939957178085195 0.0023612869387273161 0.0030509846135990709 0.002899090601080324 0.0021681457084783574 0.0020515526120721251 0.0028918634451904953 0.0021065717761221498 0.001870303670102237 0.002447980387198683 0.0024897223098646129 -5.3982547350098716e-05 0.001865859397767713 0.0026028425154552186 0.0023879103973813579
leaf_weight=76 60 86 71 54 83 97 52 61 61 68 58 72 55 64 60 69 58 71 62 54 244 68 807 58 55 76 60 183
leaf_count=76 60 86 71 54 83 97 52 61 61 68 58 72 55 64 60 69 58 71 62 54 244 68 807 58 55 76 60 183
internal_value=0 0.00117627 0.00186843 0.000824643 0.00233214 0.00205515 0.00106489 0.00126988 0.00194703 0.00209606 0.00227557 0.00107006 0.00240563 0.00237382 0.00193568 0.00264949 0.00240648 0.00246082 0.0023337 0.00258928 0.0023872 0.00244268 0.00248417 0.00215568 0.000227045 0.00164549 0.00227356 0.00222722
internal_weight=0 573 193 380 2370 497 271 185 414 277 209 133 1873 1657 115 216 1542 147 122 112 1484 997 871 126 109 137 487 427
internal_count=2943 573 193 380 2370 497 271 185 414 277 209 133 1873 1657 115 216 1542 147 122 112 1484 997 871 126 109 137 487 427
is_linear=0
shrinkage=0.00293013


Tree=2660
num_leaves=21
num_cat=0
split_feature=15 1452 2 0 3 133 0 160 0 3 2 15 0 0 43 40 129 47 43 3
split_gain=3.17085 2.28661 2.04112 3.04348 1.50709 1.38904 1.35322 1.32111 1.2091 1.18632 1.10048 2.1337 1.1239 0.851868 1.80285 0.61093 0.573169 0.540782 0.59238 0.261255
threshold=-0.26361999999999991 0.099915000000000018 0.082165000000000016 -0.10185499999999999 -0.10859999999999999 -0.0041949999999999991 -0.032274999999999991 -1.0000000180025095e-35 -0.064509999999999984 -0.074959999999999985 0.13388500000000003 -0.035654999999999992 -0.23066499999999998 0.0040950000000000005 -0.16318499999999997 -0.082884999999999973 0.098380000000000009 0.090515000000000026 -0.0025899999999999994 -0.037084999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 -4 9 -1 -9 17 12 -12 -6 14 -7 -14 -17 18 -5 -11
right_child=1 -3 4 6 10 13 -8 8 -10 19 11 -13 15 -15 -16 16 -18 -19 -20 -21
leaf_value=0.0012507629951313446 0.0065878219571975198 0.0060516447021564442 -0.0026751448615790672 0.0030750063025475989 -0.00052276146197511588 0.0021002303014164376 -0.00065986269557658829 -0.00025379085795590461 -0.0042380168544746714 0.0034973171239403933 0.0024246355071109093 -0.002688140014679292 0.0042009980424686025 0.0022775136675291284 -0.0029728376434194409 0.0020507036740869929 9.1379863374876685e-05 0.00053807293232723463 0.0011563018379133329 0.0052385163437465307
leaf_weight=99 79 55 56 203 73 61 55 78 52 89 71 63 52 99 54 1442 64 76 98 60
leaf_count=99 79 55 56 203 73 61 55 78 52 89 71 63 52 99 54 1442 64 76 98 60
internal_value=0 0.00196793 0.00188451 0.00286215 0.00156733 0.000159373 0.00235519 -0.000508066 -0.00184914 0.00267086 0.00178259 1.92568e-05 0.00192733 0.000902125 -0.000280029 0.00204226 0.00196758 0.00206597 0.00245103 0.00419992
internal_weight=0 2750 2695 660 2035 270 581 229 130 526 1765 134 1631 214 115 1558 1506 377 301 149
internal_count=2979 2750 2695 660 2035 270 581 229 130 526 1765 134 1631 214 115 1558 1506 377 301 149
is_linear=0
shrinkage=0.0202227


Tree=2661
num_leaves=24
num_cat=0
split_feature=4 3 0 3 123 15 3 43 0 4 0 3 4 39 0 43 39 4 3 50 15 0 0
split_gain=100.77 24.9479 10.3564 8.33062 8.4143 4.94682 4.9082 4.08977 5.30352 3.20695 5.49535 3.84696 3.14182 3.11906 2.94407 2.24171 1.40481 1.37615 4.4145 1.60338 1.31649 1.16817 0.153867
threshold=0.27998000000000006 -0.066789999999999974 -0.10298499999999998 0.28833000000000003 1.0000000180025095e-35 -0.41956999999999994 0.12955000000000003 -0.18906999999999999 -0.080064999999999983 -0.37626499999999991 -0.049024999999999992 0.091085000000000013 -0.019794999999999997 0.088850000000000026 -0.14385499999999998 0.041625000000000002 0.087080000000000005 -0.49269499999999994 -0.10067 -0.041284999999999995 0.084630000000000025 -0.084154999999999994 -0.074904999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 6 4 9 13 -2 8 -1 -3 11 12 -11 -4 -9 17 -6 -16 -19 -20 -17 -22 -23
right_child=2 3 5 -5 16 -7 -8 14 -10 10 -12 -13 -14 -15 15 20 -18 18 19 -21 21 22 -24
leaf_value=0.002642644420408687 0.0017321763410896769 0.002778799202950287 0.00092514224467738328 0.0009575068588043447 0.0017307498431386318 -0.00053101206791284286 0.00057479697818385502 0.0032963078751511695 0.001375597507955974 0.0019178111882392015 0.0012590549461637545 0.001745962978321173 0.0026600501398284511 -2.6781020966708164e-05 0.003114327991183454 0.0020680893484506749 0.0011224949551544789 0.0020391469891823566 0.0022668790936405674 0.0027248909534245283 0.0028714360035328331 0.0022337501001769614 0.0024685671331603374
leaf_weight=67 86 85 75 67 65 56 53 62 53 70 55 91 191 52 62 86 72 97 73 1292 58 59 52
leaf_count=67 86 85 75 67 65 56 53 62 53 70 55 91 191 52 62 86 72 97 73 1292 58 59 52
internal_value=0 0.00244656 0.000676049 0.00196026 0.00206702 0.000208703 0.0012911 0.00261914 0.0020833 0.00224954 0.00213893 0.00227631 0.0024611 0.000535127 0.00265405 0.00263165 0.00141132 0.00267521 0.00265657 0.00270042 0.00237118 0.00252523 0.00234404
internal_weight=0 2657 322 696 629 183 139 1961 120 492 407 352 261 127 1841 1779 137 1524 1462 1365 255 169 111
internal_count=2979 2657 322 696 629 183 139 1961 120 492 407 352 261 127 1841 1779 137 1524 1462 1365 255 169 111
is_linear=0
shrinkage=0.00298873


Tree=2662
num_leaves=15
num_cat=0
split_feature=15 52 123 48 1444 1446 15 11 11 13 13 42 0 13
split_gain=2.55879 1.88049 2.3378 1.62036 1.15358 1.13549 0.976353 1.82359 2.16562 1.07961 0.963045 0.73309 0.455195 0.440631
threshold=-0.26361999999999991 0.056265000000000009 0.086870000000000017 0.12036500000000001 -0.078609999999999985 0.098375000000000018 -0.11124499999999998 0.086175000000000015 1.0000000180025095e-35 -0.095574999999999979 -0.090854999999999977 -1.0000000180025095e-35 -0.075914999999999996 -0.0062949999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 -2 6 9 8 10 -6 -8 -11 -5 -1
right_child=3 -3 -4 12 5 -7 7 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.0059313194392641259 -0.00095657187605134575 0.0030156012925357536 0.0023172879758182824 -0.0022762184373454012 0.0069074844778205758 0.0062990811723940155 0.00084469309542197901 -0.0013321467737071786 0.0067502215098785793 0.004826908241430527 0.002539101742952975 0.0010675862413687261 0.001039968907255181 -0.0025791045279743479
leaf_weight=52 62 71 54 57 66 53 250 85 76 67 1912 70 52 52
leaf_count=52 62 71 54 57 66 53 250 85 76 67 1912 70 52 52
internal_value=0 -0.0004499 -0.00200891 0.00237081 0.00249731 0.00258045 0.00250231 0.00235299 0.00249307 0.00420973 0.0023433 0.00290809 -0.000691672 -0.00425784
internal_weight=0 229 158 2750 2641 2579 2526 2323 2238 203 2162 137 109 104
internal_count=2979 229 158 2750 2641 2579 2526 2323 2238 203 2162 137 109 104
is_linear=0
shrinkage=0.0256473


Tree=2663
num_leaves=23
num_cat=0
split_feature=4 3 3 123 0 0 3 15 51 12 12 0 457 4 4 4 4 0 0 16 15 16
split_gain=94.9448 28.3141 10.6041 9.97159 5.11016 4.64139 5.20751 4.25687 3.49249 3.15756 2.74341 4.00686 2.00555 1.7327 3.03088 1.62463 1.345 1.26079 1.07399 0.661774 0.552451 0.460384
threshold=0.31392000000000003 -0.066789999999999974 0.28833000000000003 1.0000000180025095e-35 -0.14385499999999998 -0.105195 0.12955000000000003 -0.41956999999999994 0.13669500000000004 0.10331000000000001 0.081320000000000017 -0.11167499999999998 0.083585000000000007 0.046185000000000004 -0.00076499999999999995 0.51395000000000002 0.0049450000000000006 -0.071879999999999986 0.10923000000000001 -0.076439999999999994 -0.074729999999999977 -0.12080999999999999
decision_type=2 2 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 6 -2 15 12 10 -6 -12 13 14 -3 -7 18 -5 -13 -11 -15 -18
right_child=5 2 -4 17 9 7 -8 -9 -10 19 11 16 -14 20 -16 -17 21 -19 -20 -21 -22 -23
leaf_value=0.0033958723767538944 0.0015416577438382448 0.0023160086166250163 0.00070849356176180172 0.0015601831925793539 0.0019123067444492417 0.00096010842007988569 0.00028870646614367012 -0.00041906951924141277 0.001483923891198376 0.0023619990338290702 0.0018200320128339826 0.0026800265078465286 0.00175861055264718 0.0022944579127675033 0.0030444083051191419 0.00025848143391559857 0.002665380424382021 0.00096345120473894492 0.0030678610074118557 0.0019254639679148599 0.0018496833268266141 0.0023161615149050376
leaf_weight=78 84 193 67 71 52 65 52 55 56 64 56 1378 56 53 78 63 53 67 74 74 58 132
leaf_count=78 84 193 67 71 52 65 52 55 56 64 56 1378 56 53 78 63 53 67 74 74 58 132
internal_value=0 0.00242303 0.00188553 0.00201025 0.00261461 0.000627652 0.00106283 0.000304058 0.00221678 0.00258223 0.00261812 0.00263978 0.0023104 0.00239121 0.00252578 0.000615036 0.0026678 0.00127071 0.00269982 0.00212816 0.00206235 0.00241639
internal_weight=0 2660 699 632 1961 319 136 183 494 1883 1745 1693 438 382 271 128 1637 138 1452 138 111 185
internal_count=2979 2660 699 632 1961 319 136 183 494 1883 1745 1693 438 382 271 128 1637 138 1452 138 111 185
is_linear=0
shrinkage=0.00310948


Tree=2664
num_leaves=20
num_cat=0
split_feature=1 1 12 14 39 10 43 12 15 1 12 15 13 43 156 16 13 16 43
split_gain=93.409 14.3685 15.3831 7.67341 4.38052 4.34807 4.6464 3.73805 3.3777 2.76972 2.71562 2.57881 2.01044 1.89037 1.61275 1.35696 0.870102 0.83063 0.349335
threshold=0.10575500000000002 0.13074500000000003 0.086885000000000004 0.073890000000000011 0.0047850000000000011 -0.063134999999999983 -0.073079999999999992 0.10253500000000002 -0.18498499999999998 0.10075500000000003 0.098785000000000012 -0.087284999999999988 -0.052719999999999996 -0.15802999999999998 0.088735000000000022 -0.026479999999999997 -0.080314999999999984 -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
left_child=3 2 15 4 7 -3 -7 8 -1 13 -4 -6 -8 -10 -15 16 -2 18 -9
right_child=1 5 10 -5 11 6 12 17 9 -11 -12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0029080985146005714 0.00088654562917832823 -2.0665173202051981e-05 0.0023079002965321034 0.0029459506305968344 0.0020682727210161499 0.0001512609782285096 0.00075938769525128811 0.0021282069018356657 0.0018443399868758059 0.0017021253914088542 0.0016396146229932941 0.0013574452327914674 0.0014048336250821784 0.0023029514233829512 0.0020244038296872904 0.00070888202305175721 0.0013055090369067414 0.001675690803224546 0.0018826230620374582
leaf_weight=53 60 58 91 95 76 54 71 88 72 63 76 64 61 1525 157 88 78 72 77
leaf_count=53 60 58 91 95 76 54 71 88 72 63 76 64 61 1525 157 88 78 72 77
internal_value=0 0.00109699 0.00140495 0.00222079 0.00219012 0.000600855 0.000794812 0.00221978 0.00225888 0.00223992 0.00200394 0.00174352 0.00105787 0.00225922 0.00227697 0.000962211 0.00112355 0.00191118 0.00201377
internal_weight=0 637 393 2342 2247 244 186 2107 1870 1817 167 140 132 1754 1682 226 138 237 165
internal_count=2979 637 393 2342 2247 244 186 2107 1870 1817 167 140 132 1754 1682 226 138 237 165
is_linear=0
shrinkage=0.00260187


Tree=2665
num_leaves=23
num_cat=0
split_feature=3 15 4 49 3 15 4 11 13 16 3 3 49 13 133 16 52 13 13 16 13 4
split_gain=1.52685 1.92454 2.20272 2.75734 1.27514 1.29683 0.995394 0.897575 0.985157 1.07647 0.990934 1.07974 1.70052 0.87211 0.625736 0.52086 0.507579 0.637004 0.801635 0.918002 0.624202 0.263255
threshold=0.10766000000000002 -0.41956999999999994 -0.064209999999999989 -0.026279999999999998 0.076825000000000018 -0.0039399999999999991 0.053925000000000008 0.089560000000000015 -0.09219999999999999 -0.10227499999999999 -0.14884499999999998 -0.026279999999999998 -0.078034999999999979 -0.088384999999999977 -0.092804999999999985 -0.53342999999999996 0.069415000000000018 -0.078439999999999996 -0.037164999999999997 -0.42170999999999997 -0.080909999999999996 0.26546000000000003
decision_type=2 2 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 -6 7 8 9 -1 -10 13 -13 -12 -11 -8 17 21 -19 -20 -18 -17
right_child=1 2 3 -5 5 -7 15 -9 10 14 11 12 -14 -15 -16 16 20 18 19 -21 -22 -23
leaf_value=0.0012516094511664556 0.004305624481764715 0.0034651521090350674 0.0013230977152226451 -0.0046800987591485346 0.0024093968230871885 0.0065526700461155923 0.0033194683940093728 0.0049611576856400221 -7.9729656324510251e-05 0.0036123577262502523 0.00013809896651630782 0.0033061012685426752 -0.0017930895842295127 0.0025490951286929494 0.006917197375092464 0.0010534719113748643 0.001408387382577305 0.0037812577772243336 0.0034684917037559756 -8.442637591638398e-05 -0.0020016271474418753 -0.0011254304768391454
leaf_weight=52 52 52 72 81 85 68 56 65 95 63 79 56 78 1478 53 59 53 88 55 106 54 52
leaf_count=52 52 52 72 81 85 68 56 65 95 63 79 56 78 1478 53 59 53 88 55 106 54 52
internal_value=0 0.000468847 -0.000503221 -0.00185351 0.00227119 0.00425241 0.00215185 0.00237686 0.00229077 0.00392709 0.00213672 0.00226138 0.000336137 0.00242692 0.00512438 0.00128277 0.00103803 0.00143945 0.00206654 0.00112782 -0.000310327 3.05775e-05
internal_weight=0 257 205 153 2695 153 2542 2019 1954 168 1786 1691 134 1557 116 523 467 360 249 161 107 111
internal_count=2952 257 205 153 2695 153 2542 2019 1954 168 1786 1691 134 1557 116 523 467 360 249 161 107 111
is_linear=0
shrinkage=0.0223275


Tree=2666
num_leaves=24
num_cat=0
split_feature=10 48 52 41 49 12 3 16 483 12 16 4 3 48 42 157 12 3 49 12 16 4 43
split_gain=1.92503 1.56028 1.28913 1.41514 0.962532 1.0994 1.19125 1.06558 0.875423 1.79027 0.784984 0.65636 1.07488 1.24167 1.13378 0.888739 1.84396 0.787451 0.511042 0.453693 0.43012 0.379309 0.34447
threshold=-1.0000000180025095e-35 0.083540000000000017 0.11262000000000001 0.07677500000000001 -0.0061499999999999992 0.083945000000000006 0.090170000000000014 0.052150000000000009 0.085850000000000024 0.084235000000000018 -0.079854999999999982 -0.069389999999999993 -0.092109999999999984 0.10891500000000001 -0.088814999999999991 -0.052249999999999991 0.082795000000000021 -0.080854999999999996 0.011845000000000001 0.080635000000000012 -0.014854999999999998 0.0015850000000000003 -0.052849999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 8 -4 6 -6 21 11 -10 -1 15 20 14 -14 -2 -17 -18 -11 -5 -13 22 -7
right_child=2 -3 4 19 5 7 -8 -9 9 18 -12 12 13 -15 -16 16 17 -19 -20 -21 -22 -23 -24
leaf_value=-0.0047495561557134918 0.0058437090716634043 0.0024739210713558744 0.0039348326055678954 0.0070298427606506298 -0.004558182403004543 0.0024841637233536927 0.00098493351492153457 -0.0016739970040471567 0.0079566338357161676 0.00120980281271746 -0.00026044715031647099 0.0013346876658023733 0.00551571512301164 -0.0015625127156450398 0.0020166155452528756 -0.00093049595994268994 0.0024744247764916477 0.0045565448149368663 0.0044236027295744169 0.0037377972250326359 -0.0016616930583908769 0.0039294888600773566 0.00012135543135462549
leaf_weight=55 57 69 65 55 53 103 53 64 56 89 52 55 69 61 793 97 621 156 55 61 81 60 72
leaf_count=55 57 69 65 55 53 103 53 64 56 89 52 55 69 61 793 97 621 156 55 61 81 60 72
internal_value=0 -0.000591297 0.00222879 0.00248338 0.000979107 0.000504042 -0.00178399 0.00131612 0.002334 0.0039855 -0.00257054 0.00216788 0.00172168 0.00204165 0.00229703 0.00267514 0.00246817 0.00289282 0.00243924 0.00530109 -0.000447868 0.00213164 0.00151363
internal_weight=0 176 2776 2306 470 405 106 299 2190 200 107 1990 1059 923 862 931 874 777 144 116 136 235 175
internal_count=2952 176 2776 2306 470 405 106 299 2190 200 107 1990 1059 923 862 931 874 777 144 116 136 235 175
is_linear=0
shrinkage=0.0261602


Tree=2667
num_leaves=11
num_cat=0
split_feature=2 15 30 149 2 1 4 43 130 2
split_gain=1.34055 1.24518 0.955315 1.3527 0.939403 1.20268 0.810574 1.21947 1.16614 0.599008
threshold=0.14870000000000003 -0.074124999999999983 0.086220000000000019 0.078645000000000007 -0.069044999999999981 0.12864500000000004 -0.5109999999999999 -0.50589999999999991 0.088930000000000009 -0.15959999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 9 6 -6 -8 -9 -1
right_child=1 -3 -4 -5 5 -7 7 8 -10 -11
leaf_value=0.0012854551568306596 0.0011415339048219549 -0.0035003482556330945 -0.001130668391321336 0.00548136695794513 -0.0012112809983781739 0.004575503498305997 0.0053127172887568212 0.0018102606845663031 9.8882259018813321e-06 -0.002133643176172392
leaf_weight=57 79 55 67 53 54 82 52 2172 223 58
leaf_count=57 79 55 67 53 54 82 52 2172 223 58
internal_value=0 -0.000761829 0.0016625 0.00173062 0.00165684 0.00175015 0.00165742 0.00172082 0.00164273 -0.00043676
internal_weight=0 134 2818 2751 2698 2583 2501 2447 2395 115
internal_count=2952 134 2818 2751 2698 2583 2501 2447 2395 115
is_linear=0
shrinkage=0.0236941


Tree=2668
num_leaves=15
num_cat=0
split_feature=121 3 132 12 41 42 158 3 483 42 484 15 3 159
split_gain=1.02435 1.08218 0.756943 2.19014 1.94695 0.93989 0.638453 0.622635 0.512438 1.02269 0.856483 0.677075 1.45485 0.817986
threshold=-1.0000000180025095e-35 0.35004500000000011 0.089275000000000007 0.085495000000000015 0.078150000000000011 -0.062334999999999995 -0.14117999999999997 -0.15288999999999997 0.085850000000000024 0.084145000000000011 -0.069439999999999988 0.021950000000000001 -0.015979999999999998 0.085545000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 6 -5 -2 -6 11 -10 -11 13 -13 -8
right_child=1 -3 3 5 7 -7 8 -9 9 10 -12 12 -14 -15
leaf_value=0.0045182851805074834 -0.00076889507757713072 -0.0020682755166613253 -0.0045018891990769722 0.0031485097274096705 0.0065232956296870604 -0.00081120006969245611 0.00059337317616857171 0.0029436731498906177 0.0047486431470975324 -0.00098010674669238925 0.0031211945241744797 0.0015183844238766419 0.0052164298636153284 0.002203649199516084
leaf_weight=64 88 59 53 87 56 67 1007 69 84 61 68 867 73 249
leaf_count=64 88 59 53 87 56 67 1007 69 84 61 68 867 73 249
internal_value=0 0.00130032 0.00137067 -9.19333e-05 0.00148624 0.00142404 0.00133278 0.00454949 0.00140967 0.00258845 0.00117974 0.00129521 0.00180586 0.000912822
internal_weight=0 2888 2829 207 2622 154 2497 125 2409 213 129 2196 940 1256
internal_count=2952 2888 2829 207 2622 154 2497 125 2409 213 129 2196 940 1256
is_linear=0
shrinkage=0.0251444


Tree=2669
num_leaves=20
num_cat=0
split_feature=1 52 1 12 123 14 12 52 16 1 12 12 49 16 16 49 16 133 16
split_gain=103.043 20.7822 12.4087 7.25178 7.24214 5.69666 5.62502 3.4155 3.35168 2.71464 1.98427 3.22832 2.96442 3.64266 1.7091 1.35799 1.15592 1.00578 0.806105
threshold=0.10404000000000001 -0.41694999999999993 0.12448500000000001 0.088365000000000013 1.0000000180025095e-35 0.073890000000000011 0.11819000000000002 -0.068039999999999975 -0.50790499999999994 0.14367000000000005 0.056995000000000011 0.090285000000000018 0.082820000000000019 0.15273500000000004 -0.38959499999999997 0.082820000000000019 -0.105305 0.087950000000000014 -0.5061699999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 5 6 8 -3 -1 14 12 17 13 -10 -4 -13 -11 -12 -9
right_child=1 2 9 -5 -6 -7 -8 18 10 16 11 15 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0018618804794655541 0.0027641629945453776 0.0006754220603036945 0.00051498270570546811 0.0021089091337499069 0.0017412142623152375 0.0033671489505102694 0.0017543455953095187 0.001198015052065815 0.001852664174336566 -0.0001186175501592701 0.0028232087669171498 0.0025792294520786429 0.0029232229518665435 0.002796981860170712 0.0011301793993391722 0.0022685497700326374 0.00051117968829238788 0.0025878366439132687 0.0016546471703202594
leaf_weight=53 71 86 83 101 90 85 72 68 114 52 778 609 62 54 79 161 52 210 72
leaf_count=53 71 86 83 101 90 85 72 68 114 52 778 609 62 54 79 161 52 210 72
internal_value=0 0.0012358 0.00105276 0.00144276 0.00257325 0.00260731 0.00257672 0.00114491 0.00260572 0.000573206 0.00262553 0.00265983 0.00236324 0.00215638 0.000815183 0.00251431 0.000195974 0.00277321 0.00143308
internal_weight=0 664 593 327 2288 2198 2113 226 2041 266 1988 1758 230 168 162 770 104 988 140
internal_count=2952 664 593 327 2288 2198 2113 226 2041 266 1988 1758 230 168 162 770 104 988 140
is_linear=0
shrinkage=0.00298873


Tree=2670
num_leaves=17
num_cat=0
split_feature=4 2 457 123 15 14 0 0 4 150 4 0 2 16 43 2
split_gain=73.2331 34.0665 10.3642 8.79219 7.0178 6.37365 5.17418 9.89783 6.34339 4.71841 3.29468 3.12469 2.90227 2.11266 2.10788 1.30932
threshold=0.31392000000000003 0.13388500000000003 0.11129500000000002 1.0000000180025095e-35 -0.43091499999999999 0.073890000000000011 -0.13619499999999998 -0.15029999999999996 0.020110000000000006 0.082590000000000011 0.51326500000000019 -0.074679999999999983 0.086365000000000011 -0.10064999999999998 -0.036849999999999994 0.12860500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 10 6 7 -1 11 15 -2 -8 -5 -10 -3 -6
right_child=4 14 -4 12 9 -7 8 -9 13 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0029053294074086944 0.0022048765069820307 0.0015938187990235553 0.0015450327783504603 0.0015386318076124415 0.00073394151308183266 0.0035945217596456656 0.0029633969745290912 0.0014130562755840376 0.0026696594389232875 0.0014169403859061467 0.0013221625474288453 0.0026888978695981747 0.0024189089350240252 0.0021837605146536373 0.00081934091515937352 8.7833220229511084e-05
leaf_weight=89 58 54 61 58 55 86 1279 67 158 65 98 498 73 152 69 53
leaf_count=89 58 54 61 58 55 86 1279 67 158 65 98 498 73 152 69 53
internal_value=0 0.0026658 0.00273928 0.00276888 0.00119971 0.00281046 0.00278038 0.00226462 0.00281892 0.000792981 0.00165055 0.00288649 0.00202941 0.00243151 0.00115961 0.00041716
internal_weight=0 2644 2521 2460 329 2329 2243 156 2087 173 156 1777 131 310 123 108
internal_count=2973 2644 2521 2460 329 2329 2243 156 2087 173 156 1777 131 310 123 108
is_linear=0
shrinkage=0.00293013


Tree=2671
num_leaves=25
num_cat=0
split_feature=4 2 3 2 0 150 3 4 4 475 0 2 16 16 16 156 0 16 3 16 13 13 4 158
split_gain=95.047 35.7179 17.1159 6.13974 5.93021 5.45205 4.92908 5.28825 4.74675 3.18464 4.12106 2.93408 2.86902 2.626 1.82649 2.66266 2.81279 1.93231 1.61632 1.19033 1.15268 0.886208 0.870103 0.617639
threshold=0.31392000000000003 0.13631000000000001 -0.046079999999999989 0.12750000000000003 -0.14920999999999998 0.085845000000000019 -0.0031199999999999995 -0.0029949999999999998 0.020110000000000006 -0.028509999999999997 -0.14259999999999998 0.15305000000000002 -0.105305 -0.43708999999999992 -0.011849999999999998 -0.0039599999999999991 -0.060094999999999989 -0.019749999999999993 -0.0005399999999999999 0.51041000000000014 -0.071964999999999987 -0.032149999999999991 -0.082619999999999985 0.078875000000000015
decision_type=2 2 2 2 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 -1 6 7 -4 14 -8 -11 -3 23 20 17 -16 -17 22 -5 -14 -2 -12 -6 -10
right_child=3 11 5 18 8 -7 9 -9 12 10 21 -13 19 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0044606562539728188 0.0018625410156487734 0.0021732038011101698 0.0022191336702377697 0.0014864348198820748 0.0037545975581771518 0.0023048016582389781 0.0027042588092961489 0.0033152750725642995 0.003282259763571833 0.0040971389636949001 0.0028958951235804925 0.0012155251669427821 0.0025050872208442756 0.001398873287411578 0.0040728822512977091 0.0035035608452319397 0.003022484030935441 0.0041016945274431702 0.00080007106990658342 0.0030916231254417489 0.0023947904583548761 0.0034419394639920871 0.003553895423131519 0.0036977843833567335
leaf_weight=61 65 60 94 57 280 102 52 68 92 73 53 55 60 55 56 457 144 79 67 66 85 56 684 52
leaf_count=61 65 60 94 57 280 102 52 68 92 73 53 55 60 55 56 457 144 79 67 66 85 56 684 52
internal_value=0 0.00334503 0.00341912 0.0016414 0.00354094 0.00292221 0.00308116 0.00267944 0.00351245 0.00335914 0.00354608 0.00171546 0.00314334 0.00195914 0.00357105 0.00344674 0.00338835 0.00364933 0.00111583 0.00281257 0.00216436 0.00317672 0.00361222 0.00343253
internal_weight=0 2644 2529 329 2031 498 396 162 1970 234 182 115 270 205 1700 657 601 1043 124 126 150 109 964 144
internal_count=2973 2644 2529 329 2031 498 396 162 1970 234 182 115 270 205 1700 657 601 1043 124 126 150 109 964 144
is_linear=0
shrinkage=0.00298873


Tree=2672
num_leaves=26
num_cat=0
split_feature=2 2 2 12 52 52 12 12 2 12 2 43 97 11 16 16 11 47 16 16 40 1213 2 16 52
split_gain=76.4426 33.1631 9.84717 8.98336 8.10541 7.68486 6.86944 4.43718 4.08778 3.26506 2.29366 1.99087 1.68457 1.30846 1.25354 1.18613 1.06748 1.01435 1.37064 1.19582 1.00948 0.661365 0.578927 0.299081 0.196296
threshold=0.11891500000000001 -1.0000000180025095e-35 0.15305000000000002 1.0000000180025095e-35 0.047800000000000009 -0.092084999999999986 -0.012249999999999999 0.089485000000000023 0.092250000000000013 0.090285000000000018 0.10085000000000001 -1.0000000180025095e-35 -0.080629999999999993 1.0000000180025095e-35 0.0060400000000000011 -0.088824999999999987 0.080705000000000013 0.099745000000000014 0.060835000000000007 0.26411500000000004 -0.04476999999999999 -0.071164999999999992 0.089545000000000013 -0.076029999999999986 -0.23266999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 4 5 24 12 20 -7 10 13 -4 -1 14 22 -10 17 18 21 -20 -2 -11 -5 -22 -3
right_child=2 3 11 9 -6 8 -8 -9 15 16 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 23 -23 -24 -25 -26
leaf_value=0.00093238070551188309 0.0009918945999521716 0.00208334844603475 0.00029644623616242985 0.002433545892536304 0.0025474283535060049 0.0017975939292511206 0.0015792073905126049 0.0014654877057341854 0.0012619049282129597 0.0024403092950892446 0.0017860907345464711 -0.0004882741682219905 0.00025093956649317522 0.0028187659448895798 0.0020537406741663929 0.00072806281990031596 0.0024481908110362302 0.0017894210158384501 0.001589816861205164 0.0021006791394972274 0.00034126432810139385 0.0021506250360955352 0.0021971511797011923 0.00065009200610588003 0.0023482133926572908
leaf_weight=54 52 52 55 720 91 77 95 91 64 80 57 56 74 59 100 82 79 88 69 94 55 518 105 54 52
leaf_count=54 52 52 55 720 91 77 95 91 64 80 57 56 74 59 100 82 79 88 69 94 55 518 105 54 52
internal_value=0 0.00206295 0.000627734 0.00216391 0.00177342 0.00155793 0.000982087 0.000948041 0.00125085 0.0022468 0.00235972 -9.91669e-05 0.000538667 0.00239292 0.00236572 0.00096229 0.00212009 0.00208952 0.00212418 0.00188462 0.000655376 0.00218943 0.0024035 0.000494549 0.00221608
internal_weight=0 2610 363 2387 418 327 223 252 223 1969 1041 111 128 984 925 146 928 849 761 163 161 598 825 109 104
internal_count=2973 2610 363 2387 418 327 223 252 223 1969 1041 111 128 984 925 146 928 849 761 163 161 598 825 109 104
is_linear=0
shrinkage=0.00293013


Tree=2673
num_leaves=32
num_cat=0
split_feature=1 2 34 52 3 1 2 52 133 0 131 49 4 4 159 49 50 52 3 0 1 52 3 52 403 3 2 3 0 0 133
split_gain=3.42887 1.70271 1.5323 1.2407 1.59756 1.22831 2.55048 1.09457 1.07996 1.05891 1.02452 1.58669 0.963831 2.4494 1.18778 0.760443 0.735996 0.792291 0.695702 0.684198 0.754813 0.682008 0.665234 0.584462 0.511167 0.495653 0.472931 0.302561 0.258737 0.254776 0.171176
threshold=0.10575500000000002 -0.14847999999999997 -0.023104999999999997 0.060690000000000008 0.093925000000000022 0.080125000000000016 0.08154500000000002 0.087790000000000021 -1.0000000180025095e-35 -0.15029999999999996 0.089325000000000015 -0.049189999999999991 0.0049450000000000006 -0.0029949999999999998 0.08573500000000002 -0.074429999999999982 0.11858 0.11628500000000001 -0.082689999999999986 -0.17862999999999998 0.13891000000000003 0.093130000000000004 0.076825000000000018 -0.091869999999999993 -0.45015499999999992 -0.083874999999999991 0.099345000000000017 -0.075579999999999994 -0.085994999999999974 -0.080944999999999975 0.087665000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 9 7 -7 8 28 -1 11 -4 13 15 23 -11 17 21 -19 -13 22 29 -21 -14 -17 -23 -25 -12 -5 -9 -20
right_child=1 2 10 5 -6 6 -8 16 -10 12 27 19 14 -15 -16 24 -18 18 30 20 -22 25 -24 26 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.004647641608976189 0.0043599797132868098 -0.0027418036118203475 0.0026786717015049961 0.0040381891654385424 -0.00071496016665816302 0.0024369434713363992 0.0085824065519390161 0.00092607025203169551 0.006443389433745202 -1.6574174673536598e-05 0.0014661739018641115 -0.0026811116374068533 0.0020075641788208603 0.0056610734975977963 0.0035173469500086076 0.00039281546123114738 0.0046086244683936541 -0.0011231118926828482 0.00075809443950157029 -0.00015590968054430765 -0.0021636698076155443 0.0054700077287708525 0.0027033529823173507 -0.0015460334940591086 0.0023922871090791479 0.0027864313856963861 0.0010178431758809047 0.0037832273331608567 0.0021267676089027129 0.002837326131724693 0.0023258620460906154
leaf_weight=82 54 70 96 64 94 77 56 92 65 79 56 58 56 99 64 67 56 58 55 147 62 52 53 95 753 92 54 53 74 53 87
leaf_count=82 54 70 96 64 94 77 56 92 65 79 56 58 56 99 64 67 56 58 55 147 62 52 53 95 753 92 54 53 74 53 87
internal_value=0 0.000637887 0.000299691 0.002438 0.00204232 0.00308581 0.00502626 0.00274047 0.00411386 0.00223463 0.000705669 0.000210077 0.00207827 0.00239187 0.00091397 0.00203159 0.00222849 0.00195544 0.000894524 -0.000529771 -5.2628e-05 0.00268882 0.000600627 0.000100068 0.0022292 0.00375712 -0.000615275 0.00259496 0.00301492 0.00162628 0.00172027
internal_weight=0 649 595 2324 1443 881 133 748 203 1349 525 416 1267 998 269 899 545 489 200 320 262 289 200 205 820 144 149 109 138 145 142
internal_count=2973 649 595 2324 1443 881 133 748 203 1349 525 416 1267 998 269 899 545 489 200 320 262 289 200 205 820 144 149 109 138 145 142
is_linear=0
shrinkage=0.0218897


Tree=2674
num_leaves=25
num_cat=0
split_feature=2 52 160 15 12 475 11 403 41 52 42 10 160 160 403 12 13 43 2 2 43 16 12 12
split_gain=2.84919 1.22659 1.12623 0.955566 2.99708 1.30752 1.89434 1.1304 1.0449 1.00411 0.877265 0.845154 0.63282 0.803238 0.596293 0.58257 0.460711 0.567157 0.509626 0.52799 0.458817 0.471197 0.243146 0.167383
threshold=0.13554000000000002 0.060690000000000008 -0.14079499999999998 0.021950000000000001 0.083815000000000014 -0.084049999999999986 0.089270000000000002 -0.52399499999999988 0.082560000000000008 -0.085254999999999984 0.083785000000000012 -0.093904999999999988 -0.55254499999999995 -0.52742999999999995 -1.0000000180025095e-35 0.090685000000000016 0.057990000000000007 -0.095049999999999982 0.11125500000000001 0.084685000000000024 -0.049364999999999992 -0.072034999999999988 0.094115000000000018 0.091840000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 10 8 -6 9 -7 -4 -2 -3 -14 23 -16 17 -15 19 -19 -13 -22 -18 -9
right_child=11 12 3 4 7 6 -8 14 -10 -11 -12 20 13 16 15 -17 22 18 -20 -21 21 -23 -24 -25
leaf_value=-0.0016832165232017386 0.0017240121910888958 0.00023298812026626464 0.00466551640029313 0.0067205868909563449 -0.001350908204761689 0.0020660756676929848 -0.0027967320838728749 0.0027530545698153355 0.0042518521775954943 0.0005396131753258311 0.0015828633530982938 0.0001221796433851681 0.0053390607486719132 0.0051934267702430674 0.0029276609444685762 0.0002520766091602066 8.1842112828860438e-05 0.0033814333905102939 0.0045650831214229196 0.0019424430050377982 -0.0040292743498504648 -0.00095264193303166587 0.002240871516346611 0.0043950126868187627
leaf_weight=53 56 54 102 81 53 393 63 81 63 571 98 56 64 52 78 101 52 214 69 390 53 55 62 59
leaf_count=53 56 54 102 81 53 393 63 81 63 571 98 56 64 52 78 101 52 214 69 390 53 55 62 59
internal_value=0 0.00200858 0.0016503 0.0017518 0.00267027 0.00142907 0.00111193 0.00178768 0.00135195 0.00116217 0.00315626 -0.000737782 0.00268071 0.00282681 0.00230992 0.00141936 0.00263487 0.002851 0.00266964 0.00245269 -0.00157991 -0.00246477 0.00125823 0.00344679
internal_weight=0 2753 1796 1743 453 1290 1090 372 1027 964 200 220 957 903 319 179 839 725 673 604 164 108 114 140
internal_count=2973 2753 1796 1743 453 1290 1090 372 1027 964 200 220 957 903 319 179 839 725 673 604 164 108 114 140
is_linear=0
shrinkage=0.0232295


Tree=2675
num_leaves=26
num_cat=0
split_feature=3 13 1456 3 4 15 3 3 4 15 3 43 160 160 0 43 15 4 1455 13 4 3 160 0 43
split_gain=2.21236 1.50499 1.7109 1.28283 2.19418 1.23492 3.04308 2.40738 1.62888 1.22954 1.64899 2.6635 0.981969 0.864037 0.79124 0.723066 0.773817 0.709006 0.633096 0.616879 0.586721 0.660912 0.544208 0.507732 0.126356
threshold=0.31351000000000001 -0.066869999999999999 0.087065000000000017 -0.073614999999999986 -0.35269999999999996 -0.035654999999999992 0.018975000000000002 0.097775000000000015 0.2642250000000001 -0.14051999999999998 -0.12711499999999995 -0.0088649999999999996 0.056295000000000005 0.085305000000000006 -0.092134999999999981 0.15834000000000004 0.11598000000000001 -0.054799999999999995 -0.066639999999999991 -0.10142999999999998 -0.090174999999999991 -0.087414999999999979 0.10446500000000002 -0.11656999999999999 -0.080454999999999985
decision_type=2 2 2 2 2 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 7 17 8 13 -3 11 -11 15 -6 -12 16 18 -7 -1 -20 -16 -22 -14 -2 -24
right_child=23 3 -4 4 5 6 -8 -9 -10 10 14 -13 22 -15 20 -17 -18 -19 19 -21 21 -23 24 -25 -26
leaf_value=-0.00072249051420963787 -0.00039485465211972859 0.0043752543089487211 -0.0012264780107212087 0.0039038262465428326 0.0012316931368773854 -0.0020376501567501088 -0.0064185885218128111 0.0042580118969068057 -0.0042232362418053761 -0.004597467041702657 -0.00067383110165414046 0.0016446704033172938 0.0054154108317722889 -0.001885012869948828 0.0042848057312354759 0.004553410203316937 0.0045110634133712513 0.0015960146898931274 0.00022107034741220702 0.0021429200058995074 0.0010419280855146458 0.0027804971515168371 0.0019384945086854673 -0.0037316396411498014 0.0036396623191181448
leaf_weight=58 55 85 83 82 180 52 60 78 56 66 64 101 84 73 67 64 62 79 113 728 267 246 52 52 52
leaf_count=58 55 85 83 82 180 52 60 78 56 66 64 101 84 73 67 64 62 79 113 728 267 246 52 52 52
internal_value=0 0.00151991 0.00212841 0.00101291 0.000203925 -0.000320529 -0.00191093 0.000463733 -0.000493212 0.00160853 0.00131824 -0.000820737 0.00235818 0.000331387 0.00187331 0.00206316 0.00189705 0.000151674 0.00171649 0.001885 0.00215482 0.00187613 0.00396529 -0.00201888 0.00279156
internal_weight=0 2852 1296 1556 660 578 191 387 309 896 811 167 1213 253 644 1025 961 131 899 841 580 513 188 107 104
internal_count=2959 2852 1296 1556 660 578 191 387 309 896 811 167 1213 253 644 1025 961 131 899 841 580 513 188 107 104
is_linear=0
shrinkage=0.024168


Tree=2676
num_leaves=12
num_cat=0
split_feature=3 3 3 39 52 0 52 0 129 12 0
split_gain=1.53109 1.15309 1.52657 0.983815 1.49225 0.75486 1.22731 1.19757 0.78318 0.817472 0.35097
threshold=0.31351000000000001 0.12955000000000003 0.110335 0.10096000000000001 -0.069499999999999992 0.10923000000000001 -0.082174999999999984 0.040570000000000002 -0.04689999999999999 0.084130000000000024 -0.11656999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 -7 8 -1 -10 -2
right_child=10 -3 -4 4 -6 6 -8 -9 9 -11 -12
leaf_value=0.0041569197286695113 -0.00032196534486074815 0.0042225243935575 -0.002673046165941727 0.0019234546477052087 -0.0035260457412133266 0.0011452633670157415 0.0057480128322634546 -0.001766154113696259 0.00048699934967484106 0.0015186614858012028 -0.0030427872464988078
leaf_weight=54 55 71 57 54 59 78 56 72 570 1781 52
leaf_count=54 55 71 57 54 59 78 56 72 570 1781 52
internal_value=0 0.00123944 0.00116319 0.00124356 -0.000919621 0.00133727 0.00307069 0.00124339 0.0013336 0.00126864 -0.0016466
internal_weight=0 2852 2781 2724 113 2611 134 2477 2405 2351 107
internal_count=2959 2852 2781 2724 113 2611 134 2477 2405 2351 107
is_linear=0
shrinkage=0.0236941


Tree=2677
num_leaves=21
num_cat=0
split_feature=1 51 12 160 47 159 133 12 49 49 481 1212 52 130 43 49 51 475 480 4
split_gain=1.39966 1.15457 1.03232 2.08132 1.10671 1.74628 1.27521 0.998206 0.88 0.729153 0.608503 0.583204 0.680278 0.702937 0.527555 0.458234 0.845478 0.415834 0.229906 0.0886752
threshold=0.14228000000000005 0.12566000000000002 0.084565000000000015 0.098760000000000014 0.096770000000000009 -0.03145499999999999 -0.107775 0.094545000000000018 -0.088164999999999979 -0.047859999999999993 -0.074254999999999988 1.0000000180025095e-35 0.091360000000000011 -1.0000000180025095e-35 -0.082739999999999994 0.0045900000000000012 -0.10998999999999999 -0.072624999999999981 0.087055000000000007 0.50214500000000006
decision_type=2 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 -8 14 18 15 13 -13 -4 16 -12 -17 -11 -2
right_child=19 7 9 -5 -6 6 8 -9 -10 10 11 12 -14 -15 -16 17 -18 -19 -20 -21
leaf_value=-0.0036535773745551259 -0.0020486447831340156 0.0043271781364150443 0.00084562578157990639 0.0036175941294882179 0.0024767109869749406 0.003224027323099793 0.0023570906165310806 0.00056054668653984416 -0.00048059156331171433 0.0038736669781864307 0.0037096002474849067 0.0016697945219915139 0.0024430736087144582 -0.0010729010678254668 -0.0019524583875961839 0.0021968100090095735 0.0013924521773940178 0.00024600025196104883 0.0018431838921235404 -0.00084663396888587763
leaf_weight=65 59 84 68 78 73 53 55 53 591 52 79 60 52 152 57 63 905 252 52 56
leaf_count=65 59 84 68 78 73 53 55 53 591 52 79 60 52 152 57 63 905 252 52 56
internal_value=0 0.000948914 0.000851518 0.000264702 -4.74798e-05 -0.000288965 2.3582e-05 0.00287169 -0.000238639 0.00115102 0.0012696 0.00116358 0.000242979 -0.000295586 -0.000428468 0.00135051 0.00157872 0.00063689 0.00286063 -0.00146531
internal_weight=0 2844 2707 915 837 764 699 137 646 1792 1667 1563 264 212 125 1299 984 315 104 115
internal_count=2959 2844 2707 915 837 764 699 137 646 1792 1667 1563 264 212 125 1299 984 315 104 115
is_linear=0
shrinkage=0.0214605


Tree=2678
num_leaves=18
num_cat=0
split_feature=2 45 49 52 155 16 3 3 4 49 52 1 48 132 3 1 42
split_gain=1.28923 0.941557 0.923796 0.979748 0.878611 1.02055 1.11622 1.94437 1.62242 0.953786 1.58255 1.12584 1.1163 0.755794 0.683177 0.468089 0.118648
threshold=0.25063000000000007 1.0000000180025095e-35 0.10449500000000002 -0.08403999999999999 0.10022500000000002 -0.06859999999999998 0.12745000000000004 0.092005000000000017 -0.12685999999999997 -1.0000000180025095e-35 0.0030150000000000008 0.10234000000000001 0.090045000000000014 -0.10593999999999999 -0.059315 0.10389500000000002 0.087970000000000007
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 5 9 7 8 -7 10 11 -1 13 -11 -5 -6 -4
right_child=-2 -3 3 14 15 6 -8 -9 -10 12 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0028342813121827299 -0.0026455207433490366 0.0037826999621847265 0.0019286373061408214 -0.00032879672675038715 0.001398568230721623 -0.002106452310884444 0.0035131386828863823 -0.0039668276043562994 0.00067856291486037654 -0.0012328074973558237 0.0032333123746506637 0.00072688743857397852 0.004575358327349819 0.0014800947935416971 -0.0032851008264473381 0.0042818580759045885 0.00041324412701473104
leaf_weight=91 55 52 52 90 58 117 52 54 957 54 55 86 56 954 69 55 52
leaf_count=91 55 52 52 90 58 117 52 54 957 54 55 86 56 954 69 55 52
internal_value=0 0.000804158 0.000749767 -0.000510447 0.000877877 0.000789873 0.000314547 0.000166883 0.000374945 0.00122247 -7.36999e-05 -0.00110265 0.00150532 0.00133452 -0.00161322 0.00280405 0.00117323
internal_weight=0 2904 2852 263 2589 2476 1180 1128 1074 1296 232 177 1064 1008 159 113 104
internal_count=2959 2904 2852 263 2589 2476 1180 1128 1074 1296 232 177 1064 1008 159 113 104
is_linear=0
shrinkage=0.0223275


Tree=2679
num_leaves=28
num_cat=0
split_feature=1 2 4 4 2 34 2 1 16 16 1 4 49 49 158 51 16 43 1 1455 4 4 2 16 4 4 4
split_gain=65.4938 12.3654 8.47811 7.14049 4.0902 3.67694 8.13167 3.41319 2.82692 5.18328 5.60749 2.35892 1.99872 1.94721 1.83976 1.96165 1.46414 1.39006 1.27021 1.10433 1.07423 0.995791 0.898509 0.862101 1.22617 1.2723 0.189181
threshold=0.11156000000000001 0.14253500000000002 0.31392000000000003 -0.033649999999999992 0.092155000000000015 -0.023104999999999997 0.10043500000000001 0.10123500000000001 -0.062279999999999995 0.31625000000000009 0.088470000000000007 -0.10429499999999998 0.10378500000000002 -0.085999999999999979 0.078875000000000015 -0.091149999999999981 -0.116045 -0.064179999999999987 0.12313000000000002 0.082105000000000025 0.42642000000000008 -0.070654999999999982 0.084525000000000003 -0.45743999999999996 0.10055500000000002 -0.0029949999999999998 -0.4950449999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 7 -5 18 13 21 10 11 -10 26 -1 15 -15 -3 -13 -7 -17 -8 -6 -16 -23 25 -25 -11
right_child=1 16 -4 5 8 6 20 -9 9 12 -12 17 -14 14 22 19 -18 -19 -20 -21 -22 23 -24 24 -26 -27 -28
leaf_value=0.0030317439586906403 0.0024517498697943512 0.00074842219520306031 0.0013240893044425945 0.00061848520023813542 0.0027812587896342725 0.0023309264477978414 0.00074248601078702372 0.0019096056981969748 0.0015014804816134222 0.0028493036263695787 0.0010633995754585166 0.0023976585630568138 0.0020797627660678253 0.0020297330872916411 0.0025978828910002243 0.0025167951814982384 0.00012340089168140714 0.0018974851234786982 0.0017303671624334751 0.0020806480232182052 0.0012601124917374841 0.0026436358806279309 0.0030653365793301573 0.0021235749254927593 0.0018837107237926641 0.0027189051482425404 0.0026035246048243038
leaf_weight=63 56 64 64 54 65 57 77 82 52 54 60 124 67 83 77 1150 65 79 66 53 63 72 68 63 53 62 66
leaf_count=63 56 64 64 54 65 57 77 82 52 54 60 124 67 83 77 1150 65 79 66 53 63 72 68 63 53 62 66
internal_value=0 0.00121606 0.00237766 0.00148654 0.00240582 0.00131593 0.00145901 0.00249322 0.0022372 0.00210024 0.00187043 0.0020602 0.00248717 0.00252523 0.00250291 0.00246743 0.000433731 0.00220316 0.00200893 0.00249761 0.000975641 0.00245537 0.00281732 0.00237052 0.00225987 0.00241911 0.00271439
internal_weight=0 502 2457 373 2393 317 263 1576 817 502 315 255 187 1494 1431 1286 129 203 123 1203 140 315 145 250 178 125 120
internal_count=2959 502 2457 373 2393 317 263 1576 817 502 315 255 187 1494 1431 1286 129 203 123 1203 140 315 145 250 178 125 120
is_linear=0
shrinkage=0.00293013


Tree=2680
num_leaves=26
num_cat=0
split_feature=133 4 42 133 3 15 1 3 4 1371 15 3 457 1 133 4 1 3 4 3 133 13 475 42 133
split_gain=1.24083 1.57574 1.94471 1.44078 1.28063 1.22794 1.78095 1.7309 1.15149 0.861313 0.871816 1.97852 1.21359 1.13974 1.18034 1.07283 1.36586 0.70655 0.661658 0.611878 0.446443 0.445418 0.300283 0.230229 0.263986
threshold=0.11524500000000001 -0.060239999999999995 0.099300000000000013 0.085355000000000014 -0.15963499999999997 0.039965000000000007 0.081540000000000015 -0.097574999999999981 -0.39175499999999991 1.0000000180025095e-35 -0.025879999999999997 0.018975000000000002 0.094845000000000013 0.14828500000000003 0.09142500000000002 -0.025824999999999997 0.088785000000000017 -0.066789999999999974 -0.07928499999999998 -0.07718499999999999 -0.15323999999999996 -0.014939999999999998 -0.028509999999999997 0.11791500000000001 0.49824500000000005
decision_type=2 2 2 2 2 2 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 -1 -7 22 10 12 15 13 14 -6 -12 -17 18 21 20 -9 -2 -8 24 -20
right_child=17 4 -4 -5 9 7 8 19 -10 -11 11 -13 -14 -15 -16 16 -18 -19 23 -21 -22 -23 -24 -25 -26
leaf_value=-0.0030670088234368187 -0.0020050434998049151 -0.0020790156510446193 0.0061492797846920601 0.0045119052370126847 0.00071832002114689928 0.0058800052459579708 0.0015251329712887259 -0.00029726599672604508 -0.0013181639013137118 0.0037966491628971116 -0.0012847899205115701 -0.0036761226250585739 0.0044935275579600416 0.0042620760518580032 0.0031471532773064055 0.00057022183396844052 0.0043898116484529497 -0.0022572588154599815 -0.00017464837291826567 0.0033157928612524332 0.0016483679816436151 0.00045114114705176194 0.0038450798356525866 0.0025015644850921994 0.0019295389956260479
leaf_weight=60 66 64 53 87 929 52 56 66 52 54 92 57 54 53 107 188 59 56 63 93 385 76 52 55 52
leaf_count=60 66 64 53 87 929 52 56 66 52 54 92 57 54 53 107 188 59 56 63 93 385 76 52 55 52
internal_value=0 0.00136434 0.00207225 0.00183269 0.000955781 0.00154675 0.000147968 0.00206269 0.00135504 0.00107785 0.000982305 9.65334e-05 0.00128898 0.00112986 0.0009694 0.000731563 0.00148354 6.06768e-06 0.000413055 0.00169737 0.00136312 -0.00068882 0.00264431 0.00133482 0.000774778
internal_weight=0 2613 956 903 1657 816 220 596 160 1593 1539 396 1143 1089 1036 339 247 368 312 544 451 142 108 170 115
internal_count=2981 2613 956 903 1657 816 220 596 160 1593 1539 396 1143 1089 1036 339 247 368 312 544 451 142 108 170 115
is_linear=0
shrinkage=0.0218897


Tree=2681
num_leaves=22
num_cat=0
split_feature=34 10 12 0 52 16 3 3 2 52 1210 133 131 1446 3 3 52 1213 16 16 12
split_gain=1.43762 1.1238 0.920791 1.22179 1.75823 1.54272 1.5273 1.51879 1.58283 1.01186 0.995887 0.982951 0.978635 0.844384 0.910975 2.31758 0.65841 0.931323 0.349068 0.256884 0.120603
threshold=-0.081629999999999994 -0.015289999999999998 0.091290000000000024 -0.073664999999999994 -0.067494999999999986 -0.25397999999999993 0.12478500000000002 0.10265000000000001 0.084045000000000022 -0.39173999999999992 -0.074724999999999986 0.118995 0.09135500000000002 0.085270000000000012 -0.11266 -0.18945499999999996 0.41406000000000004 -0.072409999999999988 -0.087969999999999979 0.033280000000000011 0.09567500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 9 -6 7 8 12 -5 -4 -10 -3 14 15 -12 17 -16 -8 -7 -18
right_child=1 2 10 4 5 19 18 -9 11 -11 13 -13 -14 -15 16 -17 20 -19 -20 -21 -22
leaf_value=0.0035501085553663022 -0.0013623133281517703 0.0028269546620318998 -0.0023093007207251473 0.0027855123711290567 0.0010194500847594194 0.0045133376475445415 -0.00020030627660786628 0.004659939502433515 0.00078948304827222704 -0.0010160023337171861 -0.00032373727733006938 -0.002195729435894668 -0.00034814341183152215 -0.0020844140806001508 0.0026841006908807489 0.0050984074775438691 0.0028150445233651468 -0.00010615145852587465 -0.0027070269627829211 0.0066714861403358652 0.0013189326945626117
leaf_weight=102 101 297 59 62 52 53 52 59 930 73 77 56 55 52 64 74 52 548 55 55 53
leaf_count=102 101 297 59 62 52 53 52 59 930 73 77 56 55 52 64 74 52 548 55 55 53
internal_value=0 0.000904847 0.000987358 0.00128142 0.00257 0.00412261 0.00102851 0.00122166 0.00106987 0.000728148 0.000446762 0.0006197 0.00233018 0.000623763 0.000786273 0.00233193 0.000460434 0.000185258 -0.00149099 0.00561456 0.00206209
internal_weight=0 2879 2778 1799 295 160 1504 1397 1338 135 979 986 352 920 868 151 717 612 107 108 105
internal_count=2981 2879 2778 1799 295 160 1504 1397 1338 135 979 986 352 920 868 151 717 612 107 108 105
is_linear=0
shrinkage=0.0218897


Tree=2682
num_leaves=21
num_cat=0
split_feature=12 0 12 0 1374 15 3 3 15 0 40 3 11 484 50 12 0 0 2 52
split_gain=1.23182 1.22791 0.990879 1.96099 0.874202 0.889562 1.42384 0.87684 0.955249 0.964598 0.838619 0.833638 0.736541 0.594655 0.517726 0.511358 0.509228 0.29289 0.483779 0.32934
threshold=-0.10063999999999999 -0.11167499999999998 0.098785000000000012 0.14054500000000003 0.088035000000000016 1.0000000180025095e-35 -0.15105999999999997 -0.15327499999999997 -0.0044499999999999991 -0.018054999999999998 -0.084654999999999994 -0.046079999999999989 0.082770000000000024 0.079595000000000013 0.116495 0.12106500000000002 -0.071379999999999985 -0.071524999999999991 0.11355500000000002 0.047345000000000005
decision_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 7 -7 -2 10 -10 -9 12 14 16 15 17 -8 19 -19 -4
right_child=2 -3 11 -5 -6 6 13 8 9 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21
leaf_value=0.0048181665111977382 -0.0015210689943649205 0.00077108980827069286 -0.0010712658713900956 0.0046963616807724007 0.0032585034382367076 0.004427919076096608 0.00065814312080711554 -0.0018132929567889204 -0.0027431535566125984 0.00089062135531697319 0.00081629615927911116 -0.0024752536422014363 -0.0016850349937121184 0.0028477725849070375 -0.0013072746392585669 0.0026838667800290423 0.0022479170700092895 0.0024367798682752343 -0.0001528715162118993 0.00098365186645689245
leaf_weight=60 94 63 74 53 56 52 734 52 70 52 1054 56 74 65 53 52 93 62 56 56
leaf_count=60 94 63 74 53 56 52 734 52 70 52 1054 56 74 65 53 52 93 62 56 56
internal_value=0 0.00274703 0.000679496 0.000849319 0.000761417 0.000699611 0.00117388 0.00036079 0.000505017 -0.00119256 0.000692467 -0.000155107 0.000148669 0.000983935 0.000533683 0.000859638 0.000837182 0.000476268 0.00120596 -0.00018441
internal_weight=0 123 2858 2375 2322 2266 944 1322 1228 122 1106 483 427 892 353 300 827 248 118 130
internal_count=2981 123 2858 2375 2322 2266 944 1322 1228 122 1106 483 427 892 353 300 827 248 118 130
is_linear=0
shrinkage=0.0202227


Tree=2683
num_leaves=15
num_cat=0
split_feature=12 106 13 1374 0 4 0 394 474 0 0 3 12 0
split_gain=0.941899 0.982047 1.16115 0.905431 0.873023 0.798246 1.0681 0.879549 0.860577 0.899671 0.718257 1.25725 0.688059 0.445282
threshold=-0.22686499999999998 0.08024000000000002 -0.15325499999999995 0.086000000000000007 -0.14164999999999997 -0.033649999999999992 -0.11471499999999998 -0.081709999999999991 0.088305000000000008 -0.081414999999999987 -0.23043999999999995 0.057935000000000007 0.091290000000000024 -0.097604999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 -2 6 -4 -8 10 -10 -7 -12 -9 -6
right_child=1 -3 3 -5 13 8 7 12 9 -11 11 -13 -14 -15
leaf_value=0.0034287880601800071 0.0008921195861849654 0.0034246377172025321 0.0038632447032179223 0.0031112269466267752 -0.0039148342288557042 0.0027262939053283551 -0.0013600710106083966 0.0015570449486025798 -0.0031437494392001428 0.00032574583207961469 0.00048906299259295354 -0.0030742535787506922 0.0004258630780701298 -0.00096770160142711987
leaf_weight=65 63 65 66 79 55 68 84 628 75 80 1044 54 503 52
leaf_count=65 63 65 66 79 55 68 84 628 75 80 1044 54 503 52
internal_value=0 0.000655928 0.000592718 0.00070851 -0.00123196 0.000635467 0.0010406 0.000887068 0.000242421 -0.00135147 0.000454511 0.000313596 0.00105418 -0.00248486
internal_weight=0 2916 2851 2681 170 2602 1281 1215 1321 155 1166 1098 1131 107
internal_count=2981 2916 2851 2681 170 2602 1281 1215 1321 155 1166 1098 1131 107
is_linear=0
shrinkage=0.0227741


Tree=2684
num_leaves=10
num_cat=0
split_feature=147 12 147 34 10 2 3 457 3
split_gain=1.09809 1.0208 1.02975 0.824998 0.893177 0.609025 1.31245 0.818981 0.361203
threshold=0.097430000000000003 0.14523000000000003 0.089245000000000005 -0.081629999999999994 -0.015289999999999998 0.13775000000000001 0.12478500000000002 0.095420000000000019 0.095880000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 -7
right_child=-2 -3 -4 4 5 8 -8 -9 -10
leaf_value=0.0024993076734914723 0.0034551264948695696 -0.002222595909392239 -0.002087919129897095 -0.0017013235946538618 0.00056003231039187433 0.00093673877559545082 -0.001958122135134801 0.0030211190695849598 0.0033301551852319652
leaf_weight=94 54 58 62 74 2385 55 87 59 53
leaf_count=94 54 58 62 74 2385 55 87 59 53
internal_value=0 0.000485911 0.000540743 0.000598882 0.000532955 0.00059569 0.000530844 0.000619535 0.00211332
internal_weight=0 2927 2869 2807 2713 2639 2531 2444 108
internal_count=2981 2927 2869 2807 2713 2639 2531 2444 108
is_linear=0
shrinkage=0.0206272


Tree=2685
num_leaves=18
num_cat=0
split_feature=148 484 484 1209 475 1 402 159 42 12 475 400 393 15 484 12 42
split_gain=1.13453 1.13085 1.00966 0.887856 1.41582 1.16499 1.13348 0.858979 0.68135 0.882869 0.662406 0.642397 0.675833 0.614727 0.478392 0.745363 0.358947
threshold=-0.087904999999999983 -0.008624999999999999 -0.067269999999999983 0.083050000000000013 -0.085734999999999992 0.089455000000000021 -0.087879999999999986 0.11848000000000002 0.087405000000000024 0.088930000000000023 -0.08100499999999998 -0.0056149999999999993 0.094880000000000006 0.098855000000000012 -0.087884999999999991 0.08400500000000001 0.0069650000000000016
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 -3 16 10 14 -10 -6 12 -12 -13 15 -2 -5
right_child=1 3 -4 6 7 -7 -8 -9 9 -11 11 13 -14 -15 -16 -17 -18
leaf_value=-0.0030801059014628767 -0.0012308416632543615 0.004942888785413501 0.0038156345210159245 0.0017961726383220293 -0.0018084221615861545 0.00012973324598067988 0.0046287171362824455 -0.0026944181630516656 -0.0025642788871309335 0.0012929176939381424 -0.0026146560857826873 0.00037354577839685861 0.00068872179704138287 -0.0010054872118145841 0.0030389177281658574 0.0023080056668050401 -0.00080946124546723121
leaf_weight=52 55 57 81 58 102 52 53 65 57 73 90 1648 53 195 89 77 56
leaf_count=52 55 57 81 58 102 52 53 65 57 73 90 1648 53 195 89 77 56
internal_value=0 0.000381701 0.00147689 0.000186818 6.60315e-05 0.00264898 0.00182138 -6.46204e-05 0.000936476 -0.000396407 1.71272e-05 0.000111011 -0.00138859 0.000227502 0.00172165 0.000831607 0.000514037
internal_weight=0 2861 432 2429 2262 109 167 2153 351 130 2088 1986 143 1843 221 132 114
internal_count=2913 2861 432 2429 2262 109 167 2153 351 130 2088 1986 143 1843 221 132 114
is_linear=0
shrinkage=0.0232295


Tree=2686
num_leaves=32
num_cat=0
split_feature=1 52 2 148 1 2 150 1 3 2 2 3 2 0 3 52 52 0 160 156 52 1 13 2 158 42 50 160 13 2 50
split_gain=95.1572 12.8422 6.46366 5.68666 5.72132 5.44661 5.27376 4.2809 7.0588 3.22605 2.17008 1.94175 1.78607 1.548 1.72155 1.7334 1.45523 1.42055 1.1977 1.08399 1.07569 0.990346 0.752198 0.697491 0.689859 0.569481 0.425039 1.05047 0.392569 0.538274 0.263443
threshold=0.10749500000000002 -0.25811499999999993 0.099185000000000009 -0.043434999999999994 0.12448500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.085780000000000009 -0.14719499999999996 -0.012574999999999998 0.092320000000000013 -0.017704999999999995 0.08622500000000001 0.12441000000000001 -0.074679999999999983 1.0000000180025095e-35 -0.0087149999999999988 -0.06952499999999999 -1.0000000180025095e-35 0.090135000000000007 -0.060344999999999996 0.13535500000000003 -0.09657499999999998 0.14132000000000003 0.08962500000000001 1.0000000180025095e-35 0.089430000000000023 -0.013324999999999998 0.044405000000000007 0.11018500000000002 0.10874500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 -3 5 -5 13 8 -1 -9 19 -7 20 14 28 17 -12 -16 -6 22 -11 -20 -10 -23 -24 -18 27 -22 29 -4 -28
right_child=1 3 6 4 18 11 -8 9 10 12 16 -13 -14 -15 15 -17 25 -19 21 -21 26 23 24 -25 -26 -27 30 -29 -30 -31 -32
leaf_value=0.003207465584126656 0.0021706811986215106 -2.6859382605223462e-05 0.0021573833883189427 0.0017621026448459514 0.00089127662893368159 0.00051343594751513658 0.0010933868496194306 0.0014753195782541573 0.0027179933477839758 0.0025735653296890528 0.0024102310824200622 0.001190112813813029 0.0017676808425145124 0.0015595983360552276 0.0013807586422349405 0.0021708398528857719 0.0017503083757919083 0.0020037639787123429 0.00013479747085560324 0.0019707814415691589 0.0022941688389440051 0.00083568535100895798 0.0023471325844020554 0.00039423985775782294 0.0026802252953487095 0.0020747703380707447 0.0023433751099203354 0.0018022270024211464 0.0020634737955747282 0.0025224466484050868 0.0021165305536709712
leaf_weight=73 58 62 62 86 69 67 56 67 53 59 72 68 85 54 64 101 78 54 54 53 67 53 804 62 54 101 104 73 55 71 74
leaf_count=73 58 62 62 86 69 67 56 67 53 59 72 68 85 54 64 101 78 54 54 53 67 53 804 62 54 101 104 73 55 71 74
internal_value=0 0.00091329 0.00218891 0.000773254 0.000881395 0.00120782 0.00191069 0.00226806 0.00235582 0.0020543 0.00230463 0.000854503 0.0021382 0.00200991 0.00206958 0.00189903 0.00207041 0.00166612 0.000578158 0.00236558 0.00222166 0.000450138 0.00238852 0.00059795 0.00236813 0.00193355 0.00215628 0.00203787 0.0022681 0.00235249 0.00224924
internal_weight=0 579 2334 521 459 221 517 1817 1288 529 1215 135 462 461 407 219 251 118 238 964 377 169 911 115 858 179 318 140 188 133 178
internal_count=2913 579 2334 521 459 221 517 1817 1288 529 1215 135 462 461 407 219 251 118 238 964 377 169 911 115 858 179 318 140 188 133 178
is_linear=0
shrinkage=0.00281635


Tree=2687
num_leaves=28
num_cat=0
split_feature=1 150 4 4 16 11 4 16 12 3 51 16 4 15 16 4 475 43 16 12 4 1213 3 123 4 4 4
split_gain=1.21883 1.15675 1.04609 1.44665 0.994364 0.882323 1.03498 0.704258 0.669071 0.63351 1.04637 1.53155 0.667086 1.22216 1.39008 1.90875 0.994448 1.01846 0.713873 0.546028 0.582618 0.51034 0.447395 0.381997 0.896918 1.17082 0.204254
threshold=0.10749500000000002 0.085845000000000019 -0.040394999999999993 0.056815000000000011 -0.074904999999999985 0.08235000000000002 -0.50231999999999988 0.39813000000000004 -0.088999999999999982 -0.0031199999999999995 -0.033649999999999992 -0.095724999999999991 0.00059000000000000014 -0.011959999999999998 -0.011964999999999998 -0.015104999999999999 -0.082824999999999982 -0.10945499999999998 -0.11807499999999999 0.094955000000000025 0.0067750000000000006 -0.023029999999999998 -0.080914999999999987 0.091310000000000016 0.27020000000000005 0.50666500000000003 0.18572000000000002
decision_type=2 2 2 2 2 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 -7 -5 12 -11 -12 13 16 21 -16 -8 -18 22 20 -20 -15 -14 24 -10 -26 -24
right_child=1 4 3 8 -6 7 9 -9 23 10 11 -13 18 14 15 -17 17 -19 19 -21 -22 -23 26 -25 25 -27 -28
leaf_value=0.003126986624808533 0.0022184143288038471 -0.00050547610065917255 -0.0031137121474360658 0.0018815409821251743 -0.004258922983758625 -0.0028154942062488023 0.0035763481914575855 0.00054487888008267725 0.0014269208580731695 -0.00062998152183393224 0.00029073592966987448 0.0042673094944631808 0.0018756318232958243 0.0015123682257315145 -0.0019370532970853559 0.0021621664274015149 0.0036127802837319441 0.00065953726725564326 -0.00038252098933333944 0.00011824627696337584 -0.0033330992123960473 0.00042246267709967567 -0.00092277488000847734 0.0011363406076142068 -0.0040121533804005601 5.958863533564349e-05 0.00081197030229946689
leaf_weight=76 81 68 67 78 54 54 92 52 53 60 73 95 82 280 197 64 60 291 53 98 62 529 62 57 55 66 54
leaf_count=76 81 68 67 78 54 54 92 52 53 60 73 95 82 280 197 64 60 291 53 98 62 529 62 57 55 66 54
internal_value=0 -0.000384142 9.17639e-05 -0.000365785 -0.00216864 0.000672934 0.000760472 -0.00116493 0.000229331 0.000676794 0.00170535 0.0025407 0.000554792 0.000755005 0.000377519 -0.000931037 0.00166627 0.00116499 -0.000181706 -0.00101097 -0.00197518 0.000799958 0.000709274 -0.000327605 -0.000808439 -0.00178938 -0.000113323
internal_weight=0 579 457 376 122 2334 2228 106 309 2152 228 168 1924 1513 1070 261 443 351 411 213 115 809 198 231 174 121 116
internal_count=2913 579 457 376 122 2334 2228 106 309 2152 228 168 1924 1513 1070 261 443 351 411 213 115 809 198 231 174 121 116
is_linear=0
shrinkage=0.0206272


Tree=2688
num_leaves=26
num_cat=0
split_feature=1 1 4 2 12 2 1 12 2 2 3 52 12 3 43 4 4 52 12 158 43 4 40 2 12
split_gain=132.274 15.6951 14.1233 7.93118 7.58727 5.07129 4.61315 4.37732 3.53761 2.46071 2.12693 1.99479 3.00692 1.94553 1.75537 1.41217 1.35147 2.07467 2.02387 1.21583 0.957854 0.87363 0.792127 0.704621 0.701434
threshold=0.108865 0.12448500000000001 0.31392000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.17553000000000005 0.092845000000000025 -0.041014999999999989 0.099965000000000012 0.13154000000000002 -0.15327499999999997 -0.45635499999999996 0.088035000000000016 -0.074679999999999983 -0.062434999999999997 0.0049450000000000006 -0.0031849999999999995 -0.065394999999999995 0.08598500000000002 0.080045000000000019 0.0049250000000000014 0.049545000000000006 -0.048109999999999993 0.092155000000000015 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 6 7 15 22 10 -9 -6 24 -13 21 -5 -1 19 -18 -19 23 -15 -14 -3 -12 -10
right_child=1 5 -4 14 8 -7 -8 9 11 -11 16 12 13 20 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0024879607139727251 0.0019203273413107142 0.00048870122450300789 0.00095901850672804609 0.00058862392290620754 0.0029142765148476475 -0.00030345252283332775 0.0013340436087122874 0.0014109907970786355 0.0027205754962879893 0.00059593621093334992 0.0024845616393410789 0.0014675208534079217 0.0027010640658801338 0.0017307948883901899 0.0011777926132926144 0.0018698632836792876 0.0019040722127578191 0.0027184980125407009 0.0022224036442238014 0.0027805326474163584 0.0022201083134157145 0.0022267762927036692 5.1246146097182844e-05 0.0022993699191955347 0.0022797652062295196
leaf_weight=58 103 55 54 60 73 57 78 53 52 56 1031 52 52 68 98 52 80 96 166 93 53 66 68 182 57
leaf_count=58 103 55 54 60 73 57 78 53 52 56 1031 52 52 68 98 52 80 96 166 93 53 66 68 182 57
internal_value=0 0.000854365 0.0023284 0.0013356 0.00236041 0.000419651 0.00183855 0.000597435 0.00240665 0.000992512 0.00246008 0.00217671 0.00205914 0.00218774 0.000954241 0.00219603 0.00243994 0.00228736 0.00240429 0.00247987 0.00194536 0.00243603 0.000247091 0.0024568 0.00249033
internal_weight=0 550 2363 261 2309 289 188 232 2121 109 1721 400 291 239 158 110 1648 342 262 1306 121 118 123 1213 109
internal_count=2913 550 2363 261 2309 289 188 232 2121 109 1721 400 291 239 158 110 1648 342 262 1306 121 118 123 1213 109
is_linear=0
shrinkage=0.00270699


Tree=2689
num_leaves=21
num_cat=0
split_feature=2 482 51 0 1429 130 30 4 15 1429 3 4 0 3 160 48 403 159 4 2
split_gain=1.00048 1.43255 1.37592 1.16096 0.90639 0.824509 0.757127 1.05833 0.72963 1.10212 1.67037 1.11752 0.595349 1.18843 1.03593 0.770498 0.594857 0.526568 0.720808 0.265797
threshold=0.099845000000000003 0.095720000000000013 -0.22508999999999998 0.12429000000000001 -0.074184999999999987 -1.0000000180025095e-35 0.086220000000000019 -0.34140499999999996 -0.088819999999999982 0.084965000000000013 0.0066850000000000008 -0.12685999999999997 -0.14755499999999996 0.090170000000000014 -0.061914999999999991 0.10096000000000001 -0.012454999999999999 0.079715000000000022 0.053925000000000008 0.11732500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 19 5 -1 -4 7 -6 16 10 11 -10 13 -7 -14 -16 -9 18 -18 -2
right_child=1 -3 3 -5 6 12 -8 8 9 -11 -12 -13 14 -15 15 -17 17 -19 -20 -21
leaf_value=0.0034669388458692294 0.0030764310929150096 0.0033532537386755852 -0.0026137043281765126 -0.0032062564919220918 0.0034310657958955978 -0.0035451572286472359 -0.0012558806344008869 -0.00018275233510726063 -0.002111274156199678 -0.0018794646468686942 0.00398545309130515 0.00068273255945299394 -0.0014643103786222353 0.00034418731151837509 0.0013570407410011486 -0.0013331302664549372 0.0020871232633183781 0.0035290724262457187 -0.00036187844430403664 0.00098261445824382758
leaf_weight=56 52 52 57 62 67 55 73 70 64 74 63 1248 101 85 279 54 214 68 67 52
leaf_count=56 52 52 57 62 67 55 73 70 64 74 63 1248 101 85 279 54 214 68 67 52
internal_value=0 3.58687e-05 -0.000180297 -0.000512565 0.000877357 -0.000247542 0.000805028 0.000882892 0.000791378 0.00057192 0.000704009 0.000546272 -1.21912e-05 -0.0011822 0.000364722 0.000920135 0.00154979 0.00189792 0.00150241 0.00203164
internal_weight=0 849 797 693 2064 631 2008 1935 1868 1449 1375 1312 574 140 434 333 419 349 281 104
internal_count=2913 849 797 693 2064 631 2008 1935 1868 1449 1375 1312 574 140 434 333 419 349 281 104
is_linear=0
shrinkage=0.0206272


Tree=2690
num_leaves=22
num_cat=0
split_feature=1 52 10 52 3 447 51 0 11 52 1 0 1 0 0 132 3 3 13 484 484
split_gain=67.4352 13.573 8.38212 6.05264 3.63239 3.30546 3.25445 2.46062 3.07595 2.34188 2.338 1.91618 1.77412 2.31162 1.32975 1.39942 2.09418 1.30654 1.36002 0.724111 0.831934
threshold=0.10331000000000003 -0.41694999999999993 1.0000000180025095e-35 0.19121000000000002 -0.14719499999999996 0.085135000000000016 0.10532000000000001 0.148925 0.080070000000000016 -0.052874999999999991 0.12700000000000003 -0.072849999999999984 0.086165000000000005 -0.099704999999999974 -0.083619999999999986 0.03056 -0.090439999999999979 -0.012814999999999998 -0.0065549999999999992 0.091180000000000011 0.062930000000000014
decision_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 -3 7 9 8 12 11 -11 -6 14 -14 19 16 -16 18 -15 20 -1
right_child=1 2 -4 -5 6 -7 -8 -9 -10 10 -12 -13 13 17 15 -17 -18 -19 -20 -21 -22
leaf_value=0.0025071578750056156 0.0024958286134602009 0.001857859001057864 8.6411038116582153e-05 0.0021269247455213613 0.00018854728910246138 0.0016263838962092656 0.0016681569698606383 0.001738801916384085 0.0029652403302688765 0.0013877169155768025 0.00073985171855278609 0.00090088326786925391 0.001796706009283743 0.0023291487656030502 0.0019118878790457101 0.0026649956759075876 0.002355538041188157 0.002733486381685597 0.0018319814932675404 0.0028160143103550688 0.0021862970469863395
leaf_weight=706 73 54 67 62 60 57 61 56 83 121 91 85 102 289 126 94 476 59 63 63 86
leaf_count=706 73 54 67 62 60 57 61 56 83 121 91 85 102 289 126 94 476 59 63 63 86
internal_value=0 0.00125419 0.00110332 0.00123085 0.00111308 0.002353 0.00101678 0.00237179 0.00238828 0.000905394 0.00110978 0.000606348 0.00236507 0.00220892 0.00241669 0.00231711 0.00226274 0.00231114 0.00224026 0.00249772 0.00247236
internal_weight=0 674 601 534 472 2260 418 2203 2147 357 212 145 2064 513 1551 696 602 411 352 855 792
internal_count=2934 674 601 534 472 2260 418 2203 2147 357 212 145 2064 513 1551 696 602 411 352 855 792
is_linear=0
shrinkage=0.0030485


Tree=2691
num_leaves=23
num_cat=0
split_feature=4 39 2 2 2 2 10 4 2 49 1429 133 14 48 4 4 52 4 16 4 4 39
split_gain=67.5888 14.9318 10.2322 5.10212 6.39731 3.56322 2.66994 2.24264 2.0532 2.93682 2.88173 5.91755 1.91582 1.27556 2.59699 1.07899 1.51104 0.969536 0.928841 1.01831 0.742131 0.602224
threshold=0.31392000000000003 0.0047850000000000011 0.12068000000000001 -0.0050599999999999994 0.094985000000000014 0.14019000000000004 1.0000000180025095e-35 0.054720000000000012 0.099345000000000017 -0.04695499999999999 0.084710000000000021 0.084735000000000019 0.073890000000000011 0.090730000000000019 -0.17568999999999999 -0.22295999999999996 0.089455000000000021 -0.0042499999999999994 -0.40430999999999989 0.42405000000000009 -0.0090849999999999976 0.094405000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -3 -5 6 18 -4 10 -10 12 -12 13 14 -1 -11 17 -17 19 -2 -15 -6
right_child=5 3 7 4 21 -7 -8 -9 9 15 11 -13 -14 20 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=0.0027510784846461163 0.00085170235886288935 0.0005015910644029938 0.0010165397450805638 0.0023196221066292913 0.0013381706138642622 5.1513680586956915e-05 0.00023028092729231436 0.0017419072648270921 0.0012826093436777255 0.002267247300792842 0.00099349432054982793 0.0022695365129935734 0.0026027082611418139 0.0016699067876214954 0.002141595260162177 0.0014557866504450847 0.0021929932537606551 0.0019100294547367248 0.00061843059612323845 0.0013651914451633346 0.0020775275008560945 0.00091651712498911101
leaf_weight=58 76 52 84 53 54 73 57 57 52 91 52 65 75 68 1473 60 94 102 54 52 77 55
leaf_count=58 76 52 84 53 54 73 57 57 52 91 52 65 75 68 1473 60 94 102 54 52 77 55
internal_value=0 0.00198331 0.00204669 0.00127001 0.00151648 0.000596543 0.00076289 0.00130999 0.0020925 0.00190839 0.00213181 0.00170266 0.00216047 0.00214066 0.0021647 0.00200208 0.0019077 0.00174198 0.000929531 0.00106054 0.00188657 0.00112569
internal_weight=0 2622 2408 214 162 312 239 141 2267 399 1868 117 1751 1676 1531 347 256 162 182 128 145 109
internal_count=2934 2622 2408 214 162 312 239 141 2267 399 1868 117 1751 1676 1531 347 256 162 182 128 145 109
is_linear=0
shrinkage=0.00281635


Tree=2692
num_leaves=24
num_cat=0
split_feature=1 12 155 39 3 51 34 1 12 447 11 0 48 12 49 3 1 0 0 157 3 0 0
split_gain=84.3183 16.1845 9.67672 6.40835 5.74084 4.82841 3.4935 2.93403 2.88826 2.61362 2.75276 2.61787 2.30923 2.1134 1.91629 2.35573 1.74917 1.49701 2.09041 1.18453 1.06937 0.889272 0.551805
threshold=0.10398500000000001 -1.0000000180025095e-35 0.084710000000000021 0.0047850000000000011 0.17351000000000003 0.11119000000000002 -0.016844999999999995 0.121715 0.11755500000000001 0.085135000000000016 1.0000000180025095e-35 -0.10071499999999999 0.085835000000000009 0.090285000000000018 -0.014479999999999998 -0.078584999999999988 0.087545000000000026 -0.12851999999999997 -0.062109999999999992 -0.062424999999999994 -0.076189999999999994 -0.14820499999999998 -0.080809999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 4 8 5 7 -2 14 9 10 11 16 -5 20 -3 -16 21 -8 -19 -15 -13 -1 -12
right_child=1 2 -4 12 -6 -7 17 -9 -10 -11 22 13 -14 19 15 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0027447866701033764 -1.7644314115006876e-05 0.0011555490280847445 0.0028300860857837125 0.0014369956306516359 0.00046692593441309142 0.0024436621056026643 0.00040001746438129499 0.00094084682808221669 0.0019553306524589895 0.0018701178052973123 0.0032522179544547591 0.0026610698420894852 0.0022937540025414092 0.002019781980526355 0.0014095433414639314 0.002353672453158187 0.0017594655029478728 0.0014818294579838174 0.00059368927056341824 0.0025040586656513864 0.003028780183934461 0.0022338201971537916 0.0028096374357405086
leaf_weight=52 74 53 55 72 56 53 58 93 81 53 66 890 57 56 52 55 59 53 54 644 89 106 53
leaf_count=52 74 53 55 72 56 53 58 93 81 53 66 890 57 56 52 55 59 53 54 644 89 106 53
internal_value=0 0.00121276 0.00158995 0.00250335 0.00140144 0.00157236 0.0005545 0.00138969 0.0025446 0.00256767 0.002586 0.00255652 0.00181583 0.00259901 0.00165038 0.00189516 0.0022276 0.000811303 0.00103393 0.00246536 0.00269453 0.0024022 0.00305539
internal_weight=0 656 417 2278 362 306 239 253 2149 2068 2015 1896 129 1679 160 107 217 165 107 700 979 158 119
internal_count=2934 656 417 2278 362 306 239 253 2149 2068 2015 1896 129 1679 160 107 217 165 107 700 979 158 119
is_linear=0
shrinkage=0.00317166


Tree=2693
num_leaves=24
num_cat=0
split_feature=1 1 124 10 0 0 1 47 15 0 49 47 48 15 47 0 15 13 0 13 42 13 1
split_gain=62.7596 12.5159 5.11466 4.96514 3.70688 3.54314 3.09642 3.04918 2.56426 1.73313 1.43501 1.42666 1.25462 1.49392 1.3753 1.71747 2.3502 1.15857 0.93134 0.813438 0.60217 0.476597 0.234339
threshold=0.10509 0.121715 -1.0000000180025095e-35 1.0000000180025095e-35 -0.11991499999999998 0.148925 0.092395000000000019 0.11230000000000001 0.033605000000000003 -0.090939999999999979 0.093930000000000013 0.082465000000000024 0.093225000000000016 -0.08237499999999999 0.077735000000000012 -0.10726999999999999 0.085355000000000014 -1.0000000180025095e-35 -0.083694999999999978 -0.013819999999999997 0.090775000000000008 -0.17030499999999998 0.095085000000000017
decision_type=2 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 7 -4 6 10 17 9 -8 12 -6 14 -14 15 16 -1 21 -17 20 -12 -3 -10
right_child=1 3 4 -5 11 -7 8 -9 22 -11 19 -13 13 -15 -16 18 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0018485721590984926 0.0008460368042776448 0.00075396574147827428 0.0013512101116497641 -6.0540282913590226e-05 0.0018518290980379553 0.001546140228620778 0.001503837487092981 0.0015001130137264986 0.0021862280184665669 0.0020800137450892988 0.0024138441570060649 0.002423544762006671 0.0023548736107623777 0.0017030206049172538 0.0027907816154069381 0.0025063462924771367 0.002607886405340501 0.0010574263504377706 0.0023422512418087944 0.0019213249826665827 0.0020549711598981265 0.0003686674573770177 0.0024550501218490845
leaf_weight=114 62 61 102 52 100 58 92 67 52 96 102 65 79 53 77 571 54 71 701 99 74 55 77
leaf_count=114 62 61 102 52 100 58 92 67 52 96 102 65 79 53 77 571 54 71 701 99 74 55 77
internal_value=0 0.00121557 0.00162032 0.000780291 0.0018 0.00227715 0.00229605 0.000952556 0.00202162 0.00179822 0.00234125 0.00207724 0.00237476 0.00209339 0.00239922 0.00237826 0.00209283 0.000756202 0.00241594 0.0021402 0.00226314 0.000571556 0.00234694
internal_weight=0 635 329 306 267 2299 2241 254 317 188 1924 165 1649 132 1517 1440 168 187 1272 275 176 116 129
internal_count=2934 635 329 306 267 2299 2241 254 317 188 1924 165 1649 132 1517 1440 168 187 1272 275 176 116 129
is_linear=0
shrinkage=0.00298873


Tree=2694
num_leaves=24
num_cat=0
split_feature=1 10 10 12 123 13 4 13 41 148 4 158 42 12 1446 160 1 133 160 4 13 1 12
split_gain=2.20757 2.05821 1.6583 1.61601 2.79947 1.09244 1.52839 1.41247 0.824892 0.671455 0.77439 1.01194 0.922638 1.68339 1.22178 1.39 0.780775 0.731067 0.540954 0.505038 0.4042 0.298814 0.261057
threshold=0.10331000000000003 1.0000000180025095e-35 -0.16262499999999996 -1.0000000180025095e-35 0.086155000000000023 -0.071389999999999995 0.028075000000000006 0.0083850000000000018 0.084515000000000021 -0.082389999999999977 0.0060300000000000015 0.11186000000000001 0.090535000000000018 0.088395000000000015 0.087090000000000015 0.084480000000000013 0.083670000000000008 0.10043500000000001 0.097500000000000017 0.055765000000000002 -0.15029999999999996 0.121715 0.087965000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 -4 20 7 -7 9 -1 11 12 14 -14 15 -11 18 -15 19 -12 -5 -8 -21
right_child=1 -3 3 5 -6 6 21 -9 -10 10 16 -13 13 17 -16 -17 -18 -19 -20 22 -22 -23 -24
leaf_value=0.0044812102513201273 0.0046305957155977021 -0.0035568029043148951 -0.004506091138601836 0.00073192868938717643 0.0013694097519733183 0.0067080312352436706 0.0014223510760602999 0.0013841133856009517 -0.00067173074868515233 0.0015212793785647312 0.00035564923403043119 0.0052063580719912657 0.006605779102791625 0.0033640307176999286 -0.0016128746111281234 0.004093935594829172 -0.0011687510113755383 0.0011538414177055204 -0.00074561382248324254 0.0039662375067214244 -0.0019406983795890629 -0.00068288315988451048 0.0019654591643605531
leaf_weight=52 53 68 86 60 89 56 84 52 71 1140 81 52 57 164 60 126 81 160 52 52 62 64 112
leaf_count=52 53 68 86 60 89 56 84 52 71 1140 81 52 57 164 60 126 81 160 52 52 62 64 112
internal_value=0 0.000274703 0.00070505 0.000328374 -0.00151656 0.00118317 0.00204549 0.00414696 0.00178992 0.00186987 0.00180621 0.00201131 0.00191383 0.00292216 0.00162392 0.00177752 0.000851171 0.00227334 0.00140289 0.00185992 -0.000624259 0.000510304 0.00260136
internal_weight=0 674 606 553 175 378 256 108 2260 2189 2137 1759 1707 381 1326 1266 378 324 297 245 122 148 164
internal_count=2934 674 606 553 175 378 256 108 2260 2189 2137 1759 1707 381 1326 1266 378 324 297 245 122 148 164
is_linear=0
shrinkage=0.0232295


Tree=2695
num_leaves=18
num_cat=0
split_feature=43 0 12 12 40 4 2 133 4 4 2 43 43 0 51 1452 133
split_gain=1.1888 2.71179 1.31843 1.69703 1.21441 1.14418 0.977114 1.59942 0.924081 1.22594 0.852788 0.79626 1.19613 0.91334 0.589753 0.586077 0.359384
threshold=-0.15326499999999996 -0.028049999999999995 -0.14392999999999997 -1.0000000180025095e-35 -0.062739999999999976 -0.35269999999999996 0.091915000000000011 0.048240000000000005 0.42642000000000008 -0.0040999999999999986 0.14290000000000003 0.086765000000000023 0.061900000000000004 -0.10228499999999999 -0.056469999999999992 0.087120000000000017 -0.42663499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 4 8 14 7 -1 9 -4 11 12 15 -13 -5 -7 -15
right_child=2 -3 3 5 -6 10 -8 -9 -10 -11 -12 13 -14 16 -16 -17 -18
leaf_value=0.0060606077254001826 0.0049672485298237479 -0.0054237269627289827 0.0023099700636323153 0.0023623519306258415 -0.0026368757287082286 0.0015965213823940752 -0.0010701688551150914 -0.00011672972193389987 0.0038060663857396597 -0.0026044371692139647 -0.0015240545890803515 0.0062913758029346728 -0.0022375329457945173 0.003362570210980906 0.0054433312398659639 0.0036398509686274122 0.00093155125686634165
leaf_weight=54 83 53 68 85 98 1721 74 61 55 71 55 52 54 98 86 102 73
leaf_count=54 83 53 68 85 98 1721 74 61 55 71 55 52 54 98 86 102 73
internal_value=0 -0.000193293 0.00171959 0.00161652 -0.000262459 0.00185252 0.00127196 0.0027815 0.000935549 -0.000198258 0.00168885 0.00177313 0.00159726 0.00325222 0.00391348 0.001711 0.0023264
internal_weight=0 242 2701 2618 292 2326 189 115 194 139 2155 2100 1877 223 171 1823 171
internal_count=2943 242 2701 2618 292 2326 189 115 194 139 2155 2100 1877 223 171 1823 171
is_linear=0
shrinkage=0.0261602


Tree=2696
num_leaves=26
num_cat=0
split_feature=1 16 10 1 4 14 123 13 16 123 4 160 16 13 4 4 13 1 4 1456 4 15 15 1456 160
split_gain=69.4673 13.0932 6.30088 6.24182 4.15841 3.59272 3.22457 3.11792 3.00145 2.82519 2.75139 1.71863 2.17575 1.55565 1.3446 1.20089 1.10439 0.9553 0.839463 0.832841 1.00642 0.728065 0.905727 0.670668 0.468998
threshold=0.10290000000000001 0.26711500000000005 -0.36237499999999995 0.11849500000000002 0.25367000000000006 0.064610000000000015 0.081180000000000016 -0.27740999999999993 -0.031234999999999999 0.080635000000000012 0.41696500000000003 -0.015684999999999994 -0.006494999999999999 -0.016759999999999994 0.0063750000000000013 0.41552000000000006 -0.077944999999999987 0.11097000000000001 0.056815000000000011 0.085185000000000011 -0.14994999999999997 -1.0000000180025095e-35 0.090545000000000014 -0.016039999999999995 -0.088509999999999991
decision_type=2 2 2 2 2 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 9 7 -4 10 11 17 12 21 24 19 -8 -16 -9 -18 20 -13 23 -23 -1 -14
right_child=1 3 6 -5 -6 -7 15 8 -10 -11 -12 14 13 -15 16 -17 18 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.0026347838635079964 0.0001906750228282665 0.0025535802829363594 0.00085466982274011894 0.0013208130342063351 0.0016302469829915665 0.0028250762967249425 0.00056799951864849375 0.0016464959171521942 0.0010504711176255175 0.001654481723270648 0.0012367477021532557 0.0020594199705284626 0.001914326985650188 0.0016103015399001734 0.0024261040900872945 0.0010719969245439145 0.0017288905864583832 0.0021579051288024651 0.0021684767164123087 0.0026943703443375409 0.0023693258673752899 0.0018109672489645015 0.0022993459212816976 0.0022824699412258617 0.0022570428033569659
leaf_weight=52 55 77 87 53 78 89 71 52 94 58 73 88 56 78 61 74 60 62 77 56 1073 52 68 227 72
leaf_count=52 55 77 87 53 78 89 71 52 94 58 73 88 56 78 61 74 60 62 77 56 1073 52 68 227 72
internal_value=0 0.0012605 0.00107947 0.00205122 0.00225793 0.00228051 0.00117471 0.00131225 0.00145382 0.00225718 0.00165641 0.00227447 0.00215065 0.00191928 0.00232738 0.000825415 0.00211494 0.00192489 0.00197617 0.00236192 0.00234586 0.00227003 0.00208796 0.00234824 0.00210734
internal_weight=0 698 568 130 2245 2167 513 368 281 2078 187 2020 605 206 1415 145 198 114 137 1217 1161 399 120 279 128
internal_count=2943 698 568 130 2245 2167 513 368 281 2078 187 2020 605 206 1415 145 198 114 137 1217 1161 399 120 279 128
is_linear=0
shrinkage=0.00276112


Tree=2697
num_leaves=14
num_cat=0
split_feature=15 15 158 1455 376 15 2 41 1 4 4 52 2
split_gain=1.00255 1.23142 1.05076 0.87564 0.842175 0.813344 1.41901 0.941463 0.915367 0.626181 0.779245 0.409031 0.231903
threshold=-0.40166999999999992 -0.46483499999999994 0.087070000000000022 0.098205000000000015 0.081270000000000023 -0.13783499999999996 0.14870000000000003 0.077550000000000022 0.09717000000000002 -0.22295999999999996 -0.10429499999999998 -0.14198999999999998 0.090085000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 8 7 9 12 11 -11 -7 -2
right_child=3 -3 -4 -5 -6 6 -8 -9 -10 10 -12 -13 -14
leaf_value=0.0036735861577394118 0.0014687643275951465 -0.002988398618215008 -0.001409681697585313 0.0044383584273692302 -0.00075834842318050447 0.0021526504344546969 -0.0025106727894575768 -0.00082683672925908266 0.0065226303832854752 -0.0015432056987747884 0.0019027486135120032 0.0048476909853199515 0.0038388065897138812
leaf_weight=76 90 78 57 102 102 88 62 102 60 54 1925 94 53
leaf_count=76 90 78 57 102 102 88 62 102 60 54 1925 94 53
internal_value=0 -0.000162343 0.00149277 0.00186221 0.00176218 0.001864 0.00171367 0.00182953 0.00358428 0.00195506 0.00180857 0.00354626 0.00234929
internal_weight=0 211 133 2732 2630 2528 2325 2263 203 2161 1979 182 143
internal_count=2943 211 133 2732 2630 2528 2325 2263 203 2161 1979 182 143
is_linear=0
shrinkage=0.0283167


Tree=2698
num_leaves=28
num_cat=0
split_feature=1 52 1 3 4 123 4 4 0 3 0 150 3 1 3 1 0 52 0 0 401 1375 4 3 0 3 0
split_gain=129.097 28.3628 13.8329 7.54173 7.16694 4.71836 4.47494 3.2418 2.77365 2.65741 2.09016 1.92602 2.00927 1.56381 3.09659 1.36451 1.36471 1.28512 1.20073 1.03501 0.851286 1.00534 0.618868 2.03333 0.342636 0.245398 0.173846
threshold=0.10331000000000003 -0.34918499999999997 0.12313000000000002 -0.049204999999999992 0.043640000000000005 0.080635000000000012 0.31392000000000003 0.40996000000000005 -0.075914999999999996 0.084670000000000009 -0.15029999999999996 1.0000000180025095e-35 0.0025650000000000004 0.096770000000000009 -0.115685 0.085880000000000026 -0.082234999999999989 -0.0046699999999999997 -0.097604999999999983 -0.040094999999999992 0.078330000000000025 0.083800000000000013 -0.37626499999999991 -0.06533499999999999 -0.082634999999999986 -0.08095999999999999 -0.10726999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 8 -3 17 9 10 -1 12 -5 14 -10 16 25 -4 -9 -20 21 -12 -16 -24 -22 -6 -27
right_child=1 2 7 11 15 -7 -8 18 13 -11 20 -13 -14 -15 22 -17 -18 -19 19 -21 24 -23 23 -25 -26 26 -28
leaf_value=0.0033071919481352258 0.0027872060254552746 0.0023599315438009097 0.00064612982022457506 0.00095042140581221772 0.0026364140716790599 0.0019163968563092326 0.0013177333487586404 0.00068059951704523035 0.0018803544739262839 0.0022789581155040284 0.0027341838125044416 0.00075764456249824853 0.0016729509187245032 0.0029655083780211382 0.0028215110340639713 0.0018988617821128772 0.0020297846869521321 0.0012432310284263889 -8.3076734714145685e-05 0.00045724855604243459 0.0028590420374009569 0.0030703555450864355 0.0026278377458947371 0.0020175778931580987 0.0031329737023090931 0.0025157359666345557 0.0022814614774827689
leaf_weight=61 82 80 52 58 56 58 52 56 59 78 1081 78 60 55 62 70 75 59 55 53 85 74 219 52 66 55 52
leaf_count=61 82 80 52 58 56 58 52 56 59 78 1081 78 60 55 62 70 75 59 55 53 85 74 219 52 66 55 52
internal_value=0 0.0012634 0.00105613 0.00143912 0.00263196 0.00269385 0.00194959 0.000599225 0.00271767 0.00277668 0.00280506 0.00109519 0.00131806 0.00252686 0.00246524 0.00223998 0.00234018 0.000963774 0.000352308 0.00018181 0.00278158 0.00275575 0.00256878 0.00251085 0.00297897 0.00248282 0.00240216
internal_weight=0 685 603 328 2258 1950 132 275 1892 1445 1367 196 118 447 392 308 238 111 164 108 1306 1155 333 271 151 163 107
internal_count=2943 685 603 328 2258 1950 132 275 1892 1445 1367 196 118 447 392 308 238 111 164 108 1306 1155 333 271 151 163 107
is_linear=0
shrinkage=0.00276112


Tree=2699
num_leaves=25
num_cat=0
split_feature=1 3 4 4 14 12 43 4 1 4 3 12 51 42 3 52 12 4 151 3 43 12 52 4
split_gain=113.651 22.3851 7.53433 6.78465 5.94837 6.33022 5.33973 5.26367 5.13475 3.23971 3.59794 3.12422 2.18433 2.02323 2.2803 1.79385 1.74328 1.39915 1.26499 1.62323 1.43482 0.962511 0.813147 0.367386
threshold=0.10529500000000001 -0.063264999999999988 0.41552000000000006 0.27258000000000004 0.064610000000000015 0.056995000000000011 -0.077614999999999976 -0.048309999999999992 0.12801500000000002 -0.22295999999999996 0.083395000000000011 0.091290000000000024 0.11178000000000002 0.093765000000000015 0.30863500000000005 -0.072144999999999987 -0.083979999999999985 0.053330000000000009 -0.086439999999999989 -0.095554999999999987 -0.085264999999999994 0.091895000000000018 0.11262000000000001 0.31392000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 5 6 -1 -3 16 -8 -11 18 17 14 -10 -2 -9 21 20 -20 -7 -13 -21 -18
right_child=1 7 -4 -5 -6 11 9 8 13 10 -12 12 -14 -15 -16 -17 23 -19 19 22 -22 -23 -24 -25
leaf_value=0.0021050708987432835 0.0031741176832228804 0.0021301910610074136 0.0015143731661073682 0.0020407872255284423 0.0039256962845661504 0.0032997529869147652 0.0035939449239630172 0.0011443139121992986 0.0014194331491589011 0.0032108147524369992 0.002305321806704176 0.0027469516713491821 0.0024518386069418119 0.00030065976410750291 0.00063242244674405386 0.0025164856966038338 0.0019410298458098618 0.0027502765703513181 0.0037178065460946731 0.0033298926600642078 0.0026130456585258042 0.0031825395636837141 0.0030645120548505648 0.0015827550359529532
leaf_weight=92 76 59 54 52 90 64 59 71 64 82 82 53 55 54 74 80 54 100 93 763 52 535 129 56
leaf_count=92 76 59 54 52 90 64 59 71 64 82 82 53 55 54 74 80 54 100 93 763 52 535 129 56
internal_value=0 0.00168049 0.00249711 0.0031312 0.0031564 0.00312432 0.00272422 0.00128345 0.00114943 0.00297951 0.00275827 0.00319264 0.00303933 0.00080179 0.000997649 0.00283708 0.00151802 0.00308625 0.00329608 0.00333183 0.0029922 0.00314333 0.00329155 0.00175893
internal_weight=0 642 210 2301 2249 2159 315 432 373 223 164 1844 743 192 138 156 181 688 1101 985 116 588 892 110
internal_count=2943 642 210 2301 2249 2159 315 432 373 223 164 1844 743 192 138 156 181 688 1101 985 116 588 892 110
is_linear=0
shrinkage=0.0030485


Tree=2700
num_leaves=29
num_cat=0
split_feature=1 15 12 13 457 43 150 0 43 0 43 12 4 0 4 1 4 43 1 1 12 42 1 4 0 1213 0 15
split_gain=75.5706 12.7188 10.2179 9.89502 7.4129 6.3596 4.60188 4.70552 4.98416 3.19268 2.99517 2.97769 2.65697 3.72843 2.64022 2.37269 2.35458 1.71592 1.3699 1.34151 2.11074 1.23918 1.12408 0.963611 0.929448 0.904448 1.08133 0.18594
threshold=0.10921500000000002 -0.38214499999999996 0.056995000000000011 -0.27740999999999993 0.088850000000000026 -0.077614999999999976 0.084800000000000014 -0.11825999999999999 -0.012119999999999997 -0.14920999999999998 -0.085594999999999991 0.096535000000000024 -0.46195999999999998 -0.11214999999999999 -0.39175499999999991 0.12220000000000002 0.053925000000000008 -0.055679999999999993 0.085110000000000005 0.079225000000000004 0.08622500000000001 0.11791500000000001 0.080320000000000016 -0.071659999999999988 -0.077809999999999976 0.11256000000000001 -0.084044999999999995 -0.46483499999999994
decision_type=2 2 2 2 2 2 2 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 4 -3 5 10 7 -5 15 -4 -1 14 -7 18 -11 -9 21 -2 -14 25 -21 22 23 -13 -22 26 -16 -19
right_child=1 3 9 6 -6 12 -8 8 -10 11 -12 16 13 -15 19 -17 -18 27 -20 20 24 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0020588174044810013 0.00042518712994071508 0.00073581755221711225 0.0031947507087532992 0.0013278182595777837 0.0011077188686765918 0.0029856980957245691 0.0011889891689341545 0.0023531829162800918 0.0029991858826695578 0.0031956915305295566 0.0011961661102820437 0.0020442551360847576 0.0029773303448060681 0.001876686690100933 0.0026935359058419465 0.001523220938753705 0.0018743849079426397 0.0010776434128395873 0.002341010807130786 0.001882858846851438 0.0025783593816048321 0.0020276937998089484 0.0027807844228939504 0.0024886252697296474 0.002221486464790035 0.0022320293239913346 0.0025043589997775467 0.00083602482984366025
leaf_weight=75 90 81 56 54 57 58 64 56 53 52 56 53 53 91 603 54 83 52 56 54 234 58 75 154 79 52 410 53
leaf_count=75 90 81 56 54 57 58 64 56 53 52 56 53 53 91 603 54 83 52 56 54 234 58 75 154 79 52 410 53
internal_value=0 0.00129128 0.00244248 0.0016037 0.00205731 0.00219638 0.00185376 0.00204968 0.00228865 0.00252997 0.00169028 0.00251044 0.00245323 0.00229867 0.00257003 0.00194602 0.00230131 0.000711147 0.00265069 0.00254729 0.00239937 0.00240544 0.00248302 0.00237499 0.00248838 0.00259823 0.002617 0.00095597
internal_weight=0 557 2409 362 446 389 281 217 163 1963 131 1907 258 200 1484 110 423 195 109 1432 367 340 282 207 313 1065 1013 105
internal_count=2966 557 2409 362 446 389 281 217 163 1963 131 1907 258 200 1484 110 423 195 109 1432 367 340 282 207 313 1065 1013 105
is_linear=0
shrinkage=0.00281635


Tree=2701
num_leaves=22
num_cat=0
split_feature=1 3 39 10 2 0 1 3 0 1 0 2 4 4 4 400 3 0 1446 51 3
split_gain=82.2661 20.4836 6.74684 5.63963 5.61732 5.32648 5.31315 5.11606 7.23303 3.47704 2.60344 2.49875 2.12863 1.9688 1.87165 1.63386 1.83828 2.14512 1.25475 1.00422 0.724872
threshold=0.10398500000000001 -0.064349999999999991 0.055555000000000007 -1.0000000180025095e-35 0.11426500000000002 -0.083804999999999977 0.13074500000000003 0.088880000000000015 -0.14920999999999998 0.093205000000000024 -0.034759999999999992 0.08895500000000002 0.50214500000000006 -0.019794999999999997 0.032770000000000001 -1.0000000180025095e-35 -0.14186499999999996 -0.034759999999999992 0.088585000000000011 -0.09021499999999999 0.11745500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 -3 10 6 20 8 -1 -4 -2 14 -7 -9 18 -13 -17 -18 19 -10 -5
right_child=1 3 9 5 -6 12 -8 13 11 -11 -12 15 -14 -15 -16 16 17 -19 -20 -21 -22
leaf_value=0.0035554558234101121 0.0028509815416047309 0.00061808045489706177 0.0024656456885892388 0.0015808566792561733 0.0015911347968445928 0.0020921004214657056 0.00038815576939867628 0.0025302316868783788 0.002436723767249543 0.001509899579415917 0.0020667194935055735 0.0021583235059152682 0.0013694086039183673 0.0018306355030429894 0.0022950436882506796 0.0031103962983833411 0.00265158975085187 0.0020610584192503568 0.003249644977555539 0.0028433654537567527 0.0011825212648112408
leaf_weight=93 101 102 74 78 69 88 62 69 54 55 54 62 55 65 54 65 600 56 61 974 75
leaf_count=93 101 102 74 78 69 88 62 69 54 55 54 62 55 65 54 65 600 56 61 974 75
internal_value=0 0.00156157 0.00269748 0.00121452 0.00227411 0.00138438 0.00109825 0.00273576 0.00277189 0.00205839 0.00257795 0.00273404 0.00181436 0.0021911 0.00282001 0.0026085 0.00264717 0.00260123 0.00284602 0.00282203 0.00138579
internal_weight=0 684 2282 460 224 358 215 2153 2019 129 155 1926 143 134 1143 783 721 656 1089 1028 153
internal_count=2966 684 2282 460 224 358 215 2153 2019 129 155 1926 143 134 1143 783 721 656 1089 1028 153
is_linear=0
shrinkage=0.00287267


Tree=2702
num_leaves=19
num_cat=0
split_feature=457 15 1 3 15 3 43 147 52 1 15 3 3 1446 43 131 131 3
split_gain=1.83294 2.10037 1.77593 1.13932 1.25356 1.21046 1.10252 0.979347 0.755241 0.755101 0.906302 1.22124 0.976469 0.803621 0.652196 0.627617 0.744035 0.342861
threshold=0.08351500000000002 -0.42443999999999993 0.083670000000000008 -0.13392999999999997 0.043560000000000008 -0.15870999999999996 -0.015924999999999998 0.088035000000000016 -0.48192999999999991 0.096315000000000026 -0.24511999999999998 0.28833000000000003 0.0012800000000000001 0.096415000000000015 -0.051239999999999987 0.093130000000000018 0.087395000000000014 -0.080914999999999987
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 4 5 8 -4 9 -3 13 -11 12 -12 15 -1 16 -5 -17
right_child=2 3 6 7 -6 -7 -8 -9 -10 10 11 -13 -14 -15 -16 17 -18 -19
leaf_value=-0.0015483848893778189 0.0034600196505154869 0.0039161356815648335 0.0018127234166933623 0.0027820166660467893 0.0074028193599782249 0.0062632134694693585 -0.0025157198077346522 0.0061182931891360318 -0.00026100000325457196 0.0047765249320825647 0.0012495578419888644 -0.0019385060130005078 0.0044632536873455463 0.0055213887323198188 0.0015339794201467941 0.003516906670179328 -0.00015811802088326206 0.0058583679657934241
leaf_weight=77 83 53 55 1515 69 59 102 53 52 55 259 57 74 71 91 133 54 54
leaf_count=77 83 53 55 1515 69 59 102 53 52 55 259 57 74 71 91 133 54 54
internal_value=0 0.00279136 0.000542825 0.00296673 0.00461189 0.00343605 -0.00099771 0.00280174 0.00184495 0.00272426 0.00181212 0.00139339 0.0019645 0.00294628 0.000119663 0.00284202 0.00268066 0.00419446
internal_weight=0 2726 240 2558 233 164 157 2325 105 2272 445 390 333 1827 168 1756 1569 187
internal_count=2966 2726 240 2558 233 164 157 2325 105 2272 445 390 333 1827 168 1756 1569 187
is_linear=0
shrinkage=0.0246514


Tree=2703
num_leaves=21
num_cat=0
split_feature=1 3 123 14 16 1 16 3 51 3 16 1 49 150 123 3 1 155 51 42
split_gain=102.774 19.4323 8.62624 6.0545 5.33078 4.77052 4.22381 3.85713 3.46246 2.26793 4.47228 2.37607 2.19016 1.57404 1.20137 1.40124 0.943729 0.936425 0.878679 0.862471
threshold=0.10398500000000001 -0.063264999999999988 0.081630000000000022 0.056865000000000006 -0.28430999999999995 0.13074500000000003 -0.40430999999999989 0.085880000000000012 -0.090939999999999979 -0.115685 0.065285000000000024 0.096315000000000026 0.12001000000000002 0.085845000000000019 0.08406000000000001 0.10856000000000002 0.14367000000000005 0.096495000000000011 -0.025069999999999999 0.091895000000000018
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 13 -7 9 -9 10 -1 12 19 14 15 -3 -8 18 -6 -11
right_child=1 5 -4 -5 17 6 16 8 -10 11 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0010883921675193407 0.00052123770199270791 0.0010839813009092035 0.00092174240184298361 0.0026401336173712564 0.0010957012998299017 -0.00065704163871383142 -4.9280352310485021e-05 0.0019560761000774161 0.0010163628873961711 0.0019566067817055346 0.0021735652112369872 0.0013603335800696421 0.0014231339994056663 9.5406928419764883e-05 0.00025902540974063939 0.00042290821832754105 0.00048015862648181695 0.0018252883359512881 0.0016231637960098357 0.0017862979447324785
leaf_weight=88 68 59 90 80 58 87 62 53 93 1353 52 73 79 80 60 52 54 52 52 321
leaf_count=88 68 59 90 80 58 87 62 53 93 1353 52 73 79 80 60 52 54 52 52 321
internal_value=0 0.000516568 0.00181151 0.00184803 0.00121047 0.000164963 -0.000168913 0.00181801 0.00135771 0.00185218 0.00149168 0.0018798 0.00190142 0.000435116 0.000593861 0.000774571 0.000196913 0.00149958 0.00134533 0.00192397
internal_weight=0 684 2282 2192 230 454 203 2112 146 1966 140 1826 1753 251 171 111 116 162 110 1674
internal_count=2966 684 2282 2192 230 454 203 2112 146 1966 140 1826 1753 251 171 111 116 162 110 1674
is_linear=0
shrinkage=0.00293013


Tree=2704
num_leaves=16
num_cat=0
split_feature=1443 12 1 16 123 457 12 12 16 13 11 13 16 151 16
split_gain=1.55986 1.4611 1.93056 1.2672 1.13042 1.05962 1.4211 1.34372 1.15936 1.00878 0.929781 1.28937 0.846341 0.804622 0.463958
threshold=0.084655000000000022 -0.22686499999999998 0.12000500000000001 -0.42607499999999993 0.081630000000000022 0.08351500000000002 -0.086254999999999984 -0.042789999999999988 -0.008069999999999999 -0.069444999999999993 1.0000000180025095e-35 -0.10939499999999998 -0.15381999999999998 -0.086654999999999982 -0.042884999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 9 6 14 -8 13 -5 11 -9 -12 -7 -3
right_child=-2 2 3 4 -6 8 7 10 -10 -11 12 -13 -14 -15 -16
leaf_value=0.0061460651515365282 0.0059377004183848092 0.001365170659651754 -0.0023062668948433305 -0.00029649061629649621 -0.001506620441768281 0.00017992160340219349 0.0064255691858968378 -0.00074883279350903946 -0.0019844226700139289 0.0038864068278556584 0.001838653448875916 0.002499144286311681 0.0053915698141769859 0.0037885453814617653 -0.0018022704869903072
leaf_weight=54 67 54 81 52 61 76 53 74 65 95 59 1934 118 69 54
leaf_count=54 67 54 81 52 61 76 53 74 65 95 59 1934 118 69 54
internal_value=0 0.00220529 0.00213041 0.000257113 0.00125659 0.00234211 0.00248938 0.00262006 0.000695696 0.00240499 0.00252763 0.00237932 0.00420872 0.00189891 -0.000216161
internal_weight=0 2899 2845 289 208 2556 2346 2238 210 147 2185 2008 177 145 108
internal_count=2966 2899 2845 289 208 2556 2346 2238 210 147 2185 2008 177 145 108
is_linear=0
shrinkage=0.024168


Tree=2705
num_leaves=21
num_cat=0
split_feature=4 1 12 1 13 42 4 12 16 3 13 1 40 51 3 4 159 43 16 12
split_gain=125.811 34.8241 18.1933 10.1084 5.63972 4.62075 3.75728 3.17098 2.5283 2.83346 2.66793 2.3103 2.26067 2.21138 1.93335 1.85502 1.40967 1.57602 1.22719 0.694241
threshold=0.31392000000000003 0.10234000000000001 0.085655000000000023 0.13074500000000003 -1.0000000180025095e-35 0.12334500000000002 0.043640000000000005 0.10641500000000001 -0.14158499999999996 0.094635000000000011 0.036560000000000002 0.14754500000000001 -0.061244999999999994 -0.020509999999999997 -0.11372999999999998 0.42642000000000008 0.084685000000000024 -0.0096349999999999977 -0.006494999999999999 0.096150000000000013
decision_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 15 12 6 8 19 -1 10 14 -5 -3 -8 -10 -2 17 -15 -12 -4
right_child=3 2 7 11 -6 -7 13 -9 9 -11 18 -13 -14 16 -16 -17 -18 -19 -20 -21
leaf_value=0.0035056864117143064 0.0010225184572461399 0.0014825871869770602 0.0031055226178400338 0.00058750134618404946 0.0020798142638803439 0.0021265791817209581 0.0021896169979910155 0.0020956520170465919 0.0035831522820199508 0.0024196952701798142 0.0028606010360978915 -0.0001667364880572383 0.00076386672853792235 0.0023582684943156524 0.0030161081266866052 0.0016138638434337787 0.0031522206975729398 0.0029443173582340831 0.0024121439762824323 0.0026886620053151295
leaf_weight=76 82 72 69 94 78 59 70 58 52 75 139 52 73 82 1449 95 61 72 81 67
leaf_count=76 82 72 69 94 78 59 70 58 52 75 139 52 73 82 1449 95 61 72 81 67
internal_value=0 0.00277826 0.00201644 0.00087848 0.00145648 0.00292161 0.00294334 0.00265995 0.00299024 0.00296841 0.00299231 0.000318659 0.00112096 0.00263516 0.00303577 0.00134008 0.00278007 0.00263246 0.00269563 0.00290038
internal_weight=0 2633 417 323 223 2216 2157 194 1872 1796 1721 146 145 285 1501 177 215 154 220 136
internal_count=2956 2633 417 323 223 2216 2157 194 1872 1796 1721 146 145 285 1501 177 215 154 220 136
is_linear=0
shrinkage=0.00287267


Tree=2706
num_leaves=25
num_cat=0
split_feature=4 3 3 376 14 157 0 14 0 0 3 3 0 4 49 4 3 4 42 0 11 42 51 4
split_gain=110.955 24.9101 14.6233 10.2409 6.76246 6.21397 5.37142 5.07032 2.5542 3.48931 2.46255 3.75414 3.10466 2.32062 2.20204 1.45834 5.6882 1.09883 0.950507 0.934488 0.917278 0.745581 0.589188 0.541059
threshold=0.31392000000000003 -0.066229999999999997 0.28833000000000003 0.081270000000000023 0.073890000000000011 -0.076719999999999983 -0.11742499999999999 -0.41608999999999996 -0.10071499999999999 -0.076589999999999978 0.11995000000000001 0.0066850000000000008 -0.077614999999999976 0.42642000000000008 -1.0000000180025095e-35 -0.17568999999999999 -0.08867499999999999 0.0060300000000000015 0.086000000000000007 -0.063819999999999988 0.085630000000000026 0.090775000000000008 0.10636000000000001 -0.0090849999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 8 -3 13 -8 18 17 11 12 -7 -2 -13 20 -17 22 -1 -9 -11 -18 23 -10
right_child=6 2 -4 -5 -6 10 7 19 9 15 -12 14 -14 -15 -16 16 21 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0022828463866856065 0.0011248550831278903 0.0017524885272763204 0.00091067697869725336 0.0015919377512164593 0.003830774716104845 0.00292380456608531 0.0013266371019547004 0.00063328196198524512 0.0030299672621497639 0.0033046491477465791 0.0021940951841868451 0.0027396660406105717 0.0022775422965623819 0.0019312195250436896 0.0034925946166838458 0.0019584617111472087 0.0030422080288474529 0.0027037361960640582 0.0027681036682489328 0.00014660716356519913 0.0027709610317091598 0.0027311450621031489 0.0027785757320153066 0.0031941700662369518
leaf_weight=66 67 63 57 100 69 121 72 62 909 53 64 54 126 53 81 78 96 85 70 69 56 205 67 213
leaf_count=66 67 63 57 100 69 121 72 62 909 53 64 54 126 53 81 78 96 85 70 69 56 205 67 213
internal_value=0 0.00278331 0.00230291 0.00243317 0.00294596 0.00259838 0.000999195 0.000714082 0.00291377 0.00294316 0.0027178 0.00280546 0.00259426 0.00148126 0.00319165 0.00273594 0.00265108 0.00302251 0.00253284 0.000377176 0.00303074 0.00283046 0.00304527 0.00306117
internal_weight=0 2633 666 609 1967 509 323 203 1898 1762 446 382 247 120 135 488 379 1274 136 131 109 301 1189 1122
internal_count=2956 2633 666 609 1967 509 323 203 1898 1762 446 382 247 120 135 488 379 1274 136 131 109 301 1189 1122
is_linear=0
shrinkage=0.00287267


Tree=2707
num_leaves=14
num_cat=0
split_feature=15 15 48 48 52 0 10 3 3 11 0 1444 43
split_gain=2.63076 3.02888 2.40759 1.60546 2.07551 1.82536 1.86852 1.49238 0.681307 0.541107 1.07348 0.579781 0.109002
threshold=-0.26361999999999991 -0.43091499999999999 0.14177500000000004 -0.078904999999999989 -0.0060599999999999994 -0.23043999999999995 -0.07564499999999999 0.11391500000000002 0.040040000000000006 0.079700000000000007 0.121355 -0.078609999999999985 -0.077134999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -2 -5 -7 9 12 11 -11 -8 -1
right_child=2 -3 -4 5 -6 6 7 -9 -10 10 -12 -13 -14
leaf_value=0.0012701262090510214 0.0027834241018921671 -0.0040158828547930334 -0.0022057941631302772 0.0066433968645580269 -0.0033774820885723016 0.0065269293155734631 0.00020213784619627944 -0.00032251544888958268 0.0035742987162354569 0.0056637724697526128 0.0015111440073627973 0.002574960186001814 -0.0001941432233936459
leaf_weight=52 61 70 56 59 53 61 55 94 60 81 54 2147 53
leaf_count=52 61 70 56 59 53 61 55 94 60 81 54 2147 53
internal_value=0 -4.53352e-05 0.00246516 0.0025634 -7.87242e-05 0.00268157 0.00258767 0.00248873 0.00163767 0.00260191 0.00400452 0.0025158 0.000528703
internal_weight=0 235 2721 2665 114 2551 2492 2431 165 2337 135 2202 105
internal_count=2956 235 2721 2665 114 2551 2492 2431 165 2337 135 2202 105
is_linear=0
shrinkage=0.0227741


Tree=2708
num_leaves=30
num_cat=0
split_feature=1 4 2 2 15 15 151 124 4 15 43 11 1 4 1 1 2 16 4 2 43 16 1455 16 159 1213 4 4 52
split_gain=59.5986 11.1433 7.21993 4.49274 3.29159 4.7615 2.9095 2.72052 2.47511 1.71615 1.54829 1.49684 4.00602 1.31513 1.21477 1.62299 1.2731 1.11745 1.08378 1.19899 1.08022 1.02715 0.85333 0.946474 0.754631 0.732623 0.582039 0.444399 0.340999
threshold=0.107725 0.27420500000000009 0.13388500000000003 0.10121500000000001 -0.43091499999999999 -0.2987999999999999 -1.0000000180025095e-35 -0.079729999999999981 -0.082619999999999985 -0.11124499999999998 -0.078734999999999986 0.081130000000000022 0.081315000000000012 0.51395000000000002 0.088570000000000024 0.078705000000000011 0.085325000000000012 -0.020389999999999995 -0.081774999999999987 0.088555000000000009 -0.073404999999999984 -0.062279999999999995 0.077610000000000012 0.0054050000000000009 0.084435000000000024 0.041405000000000004 -0.0064399999999999987 0.052250000000000012 -0.072144999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 7 13 -6 -2 -1 14 -5 -8 12 20 -3 15 16 25 -18 -10 22 26 -22 23 -20 27 -9 -11 -21 -12
right_child=1 4 -4 9 5 -7 10 8 18 11 28 -13 -14 -15 -16 -17 17 -19 19 24 21 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0016843330494345134 0.0011806731845185687 0.0013605289002846621 0.00066800725865447011 0.0024532425119117066 -0.00037404481674298853 0.00084827941010812537 0.0015906077333793947 0.0027761260712017388 0.0018706422548367227 0.0024664900771116318 0.0024177728474896569 0.0023928632089409985 0.0011818768272672023 0.00076478231568001564 0.0020700623112452502 0.0029412533873866037 0.0024657455910682951 0.0019286296912436629 0.0024270364903844414 0.0021605986392688797 0.0021502427675930643 0.0016208488477039997 0.0019764338802657246 0.002070206145139507 0.0024675267843399561 0.0023518966527065702 0.0020261622072827983 0.0018871158310097222 0.0020712536934088862
leaf_weight=64 52 58 68 63 55 70 55 138 64 53 52 52 74 95 52 94 110 58 675 337 58 94 53 82 69 57 68 72 64
leaf_count=64 52 58 68 63 55 70 55 138 64 53 52 52 74 95 52 94 110 58 675 337 58 94 53 82 69 57 68 72 64
internal_value=0 0.00113033 0.00155574 0.00225035 0.000684911 0.000310191 0.00182629 0.00231654 0.00233826 0.0019745 0.00202242 0.00189882 0.00182469 0.000990838 0.00252366 0.0025752 0.00248032 0.00228051 0.00226844 0.00228818 0.00199882 0.00182307 0.00236151 0.00238843 0.00216385 0.00265229 0.00221931 0.00211254 0.00222688
internal_weight=0 569 291 2387 278 125 223 1925 1861 462 171 399 347 153 509 457 363 168 1352 1288 273 152 810 757 478 195 121 409 116
internal_count=2956 569 291 2387 278 125 223 1925 1861 462 171 399 347 153 509 457 363 168 1352 1288 273 152 810 757 478 195 121 409 116
is_linear=0
shrinkage=0.00310948


Tree=2709
num_leaves=28
num_cat=0
split_feature=1 52 1 2 52 2 49 2 13 2 13 2 3 49 2 1 3 3 0 52 51 159 52 1 0 16 16
split_gain=98.5285 17.7122 11.951 4.71152 4.36621 3.66966 3.10114 3.93978 3.40386 3.08225 4.82517 2.8067 2.80805 2.14824 1.99125 2.8511 1.25352 1.24791 1.04323 1.11447 1.12068 1.01347 0.894361 0.851283 0.6155 1.20492 0.278847
threshold=0.10404000000000001 -0.41694999999999993 0.13074500000000003 0.10121500000000001 0.12484500000000003 0.16993500000000003 -0.015164999999999998 0.10656 -0.0042049999999999995 -1.0000000180025095e-35 -0.05171499999999999 -0.080859999999999974 -0.12711499999999995 -0.013914999999999999 0.089545000000000013 0.086215000000000014 -0.029394999999999998 -0.017704999999999995 -0.036459999999999992 0.047800000000000009 -0.13795499999999997 0.083455000000000015 0.28122000000000008 0.079440000000000024 -0.071749999999999994 0.0060400000000000011 -0.072649999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 11 6 9 8 -8 -3 -4 -11 -1 23 -5 22 16 21 -9 19 20 -15 -16 24 -13 25 -14 -21
right_child=1 2 5 13 -6 -7 7 17 -10 10 -12 12 14 18 15 -17 -18 -19 -20 26 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0023377298892679173 0.0030690775397375601 0.0007738650740227533 0.00063443707531312429 0.0020830924722239378 0.0024599699228009526 0.00029652367637742481 0.0023844614331289269 0.0012006723220407095 0.0018025188084285913 0.00087274778289700807 0.0021083997368340356 0.0032247578376028894 0.0030769548650321824 0.0029552864282305063 0.0027759256135345099 0.0021712520210254854 0.003321063482202965 0.0018204491637586404 0.0024284444440470661 0.0031912861626934783 0.0024400977719404365 0.0032039167830007383 0.0027633988339771363 0.0037273743163667651 0.0033343565673755668 0.0026905701278435337 0.0028887364256781384
leaf_weight=55 68 58 60 52 72 55 79 53 53 57 52 68 988 62 324 52 54 60 80 55 91 57 92 53 72 76 58
leaf_count=55 68 58 60 52 72 55 79 53 53 57 52 68 988 62 324 52 54 60 80 55 91 57 92 53 72 76 58
internal_value=0 0.00165148 0.0014905 0.00293138 0.00181047 0.000954698 0.00165603 0.00188176 0.00126531 0.00116871 0.00146252 0.0029925 0.00301209 0.00264095 0.00298152 0.00282209 0.00289982 0.00153003 0.0027247 0.00281368 0.00264907 0.00284004 0.00304472 0.00344517 0.00306747 0.00304939 0.00303627
internal_weight=0 667 599 2289 375 224 303 192 111 169 109 1891 1836 398 1715 487 435 113 346 266 153 381 1228 121 1136 1064 113
internal_count=2956 667 599 2289 375 224 303 192 111 169 109 1891 1836 398 1715 487 435 113 346 266 153 381 1228 121 1136 1064 113
is_linear=0
shrinkage=0.00293013


Tree=2710
num_leaves=17
num_cat=0
split_feature=2 150 4 484 41 41 48 52 48 47 16 2 484 42 0 52
split_gain=4.5557 2.1946 2.28509 1.50143 1.46625 2.27284 0.974828 1.10341 0.837271 0.83133 1.12309 0.953203 1.04223 0.854625 0.736827 0.430522
threshold=0.25063000000000007 0.08486500000000001 0.51367000000000018 0.08264500000000001 0.078150000000000011 0.089835000000000012 -1.0000000180025095e-35 -0.085009999999999988 0.087645000000000015 0.11002500000000003 -0.42170999999999997 0.091235000000000024 0.11749000000000001 -0.097789999999999988 -0.13165999999999997 -0.020789999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 9 -6 -3 -8 -9 10 14 12 -12 -13 -1 -11
right_child=-2 3 -4 -5 5 -7 7 8 -10 15 11 13 -14 -15 -16 -17
leaf_value=0.0059989435215632644 -0.0035871091955258063 -0.002218654955271411 -0.00077599225463826054 0.0031233132924838938 0.0076023089317960582 0.0019082158822977069 0.0030293001043394398 0.0013052891967623654 -0.0019570916138680452 0.0020964699065164237 0.0027887798922702346 0.0040370279797692418 -3.340098106018036e-06 0.0015785022779864208 0.0027215226569809316 -0.00012035642742479011
leaf_weight=58 58 69 93 73 56 59 54 61 68 64 1256 63 57 723 55 81
leaf_count=58 58 69 93 73 56 59 54 61 68 64 1256 63 57 723 55 81
internal_value=0 0.00213578 0.00233418 0.000569346 0.00245127 0.00468287 -0.000169638 0.000601763 -0.000412742 0.0023423 0.00243959 0.00233365 0.0026674 0.00177583 0.00440565 0.000856616
internal_weight=0 2890 2565 325 2472 115 252 183 129 2357 2212 2099 1313 786 113 145
internal_count=2948 2890 2565 325 2472 115 252 183 129 2357 2212 2099 1313 786 113 145
is_linear=0
shrinkage=0.0202227


Tree=2711
num_leaves=19
num_cat=0
split_feature=1 150 150 49 49 12 9 4 16 12 15 15 157 49 4 4 399 1
split_gain=3.21444 1.25001 1.02799 0.968237 1.49428 0.812411 0.816155 0.739547 0.728066 1.16019 3.04553 1.13932 0.932853 0.89863 0.680082 1.19356 0.679286 0.507777
threshold=0.13074500000000003 0.08486500000000001 0.079335000000000017 -0.020454999999999997 -0.058504999999999995 -0.090874999999999984 0.082325000000000023 0.0029800000000000004 -0.011964999999999998 0.080635000000000012 -0.0039399999999999991 -0.079504999999999978 -1.0000000180025095e-35 0.0045900000000000012 0.51367000000000018 0.080255000000000007 0.09173000000000002 0.086165000000000005
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 7 -1 8 17 9 10 -7 12 -10 -13 15 -2 -11 -3
right_child=14 3 -4 -5 -6 6 -8 -9 11 16 -12 13 -14 -15 -16 -17 -18 -19
leaf_value=0.00012223030856079877 -0.0024200449616739172 0.0017690273552630267 0.0056480594502850787 0.0036131586520631817 -0.003390359445892506 0.0023597787389128999 0.0053058704925936185 0.0031133124352171484 0.0056858198512273394 0.002262339900613261 0.0090215271323589776 0.0017865152400101669 0.0019360767991238499 -0.00036354863202891049 -0.0026128097216173048 0.0017721023517239759 0.0048124664978047554 -0.0012367593103835522
leaf_weight=92 62 55 53 55 53 124 53 67 68 1150 56 533 83 137 72 99 62 74
leaf_count=92 62 55 53 55 53 124 53 67 68 1150 56 533 83 137 72 99 62 74
internal_value=0 0.00220077 0.00238135 0.000767773 0.000138258 0.00230782 0.00239645 0.00109372 0.00232665 0.00265707 0.00443373 0.00176613 0.00362638 0.0013465 -0.000698399 0.000156164 0.002393 4.28168e-05
internal_weight=0 2715 2411 304 249 2358 2266 196 2213 1392 180 821 151 670 233 161 1212 129
internal_count=2948 2715 2411 304 249 2358 2266 196 2213 1392 180 821 151 670 233 161 1212 129
is_linear=0
shrinkage=0.0236941


Tree=2712
num_leaves=11
num_cat=0
split_feature=2 150 1452 39 124 2 1 376 3 0
split_gain=2.50935 1.37968 1.14141 1.00963 0.910541 0.913722 0.732636 0.726855 0.541107 1.40262
threshold=0.25063000000000007 0.12364000000000001 0.099915000000000018 0.087735000000000021 -0.080429999999999988 0.096325000000000008 0.13654500000000003 0.084050000000000014 -0.23394499999999999 0.064400000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 7 8 -1 -10
right_child=-2 -3 -4 4 5 -7 -8 -9 9 -11
leaf_value=0.0036884895146959596 -0.0033030662173259497 -0.0018213650127045747 0.0054002211181838553 -0.0016906160508103497 0.0039783173974805332 -0.00012390133668508516 -0.00049863204775971268 0.0047648815915658192 0.001943705557901039 -0.0019949252165437402
leaf_weight=98 58 61 52 88 52 81 71 54 2279 54
leaf_count=98 58 61 52 88 52 81 71 54 2279 54
internal_value=0 0.00177262 0.0018502 0.00178364 0.000215142 0.00147803 0.00191915 0.00198834 0.00192655 0.00185243
internal_weight=0 2890 2829 2777 221 133 2556 2485 2431 2333
internal_count=2948 2890 2829 2777 221 133 2556 2485 2431 2333
is_linear=0
shrinkage=0.024168


Tree=2713
num_leaves=14
num_cat=0
split_feature=15 10 39 48 42 147 42 14 42 14 160 49 15
split_gain=47.5233 26.0917 17.2734 6.57397 6.061 5.15063 4.22896 3.70914 3.36299 2.61799 2.53079 2.45829 0.612518
threshold=-0.26361999999999991 -0.11133 0.0047850000000000011 0.12879500000000002 -0.0047199999999999994 0.093835000000000016 0.073240000000000013 0.073890000000000011 0.12219000000000001 -0.45687499999999998 -0.10091999999999998 -0.014479999999999998 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 5 -4 7 -6 8 11 -1 -11 -3 -12
right_child=1 2 4 -5 6 -7 -8 -9 -10 10 12 -13 -14
leaf_value=0.0015268205116389321 0.00024017330444379693 0.002374937283504228 0.0026538758466819481 0.0016331790266276348 0.00093321242239119136 0.0016632060233349128 0.001952243956377253 0.003380054220606157 0.0019219007576338192 0.0013545136320164968 0.00072348750471720388 0.0027207616173534534 0.00024569787526930209
leaf_weight=66 52 244 53 67 93 53 79 78 63 52 58 1935 55
leaf_count=66 52 244 53 67 93 53 79 78 63 52 58 1935 55
internal_value=0 0.00251046 0.00255475 0.00263386 0.00169662 0.0026621 0.00140146 0.00268491 0.00266071 0.00098175 0.000763512 0.00268205 0.000491241
internal_weight=0 2717 2665 2440 225 2373 172 2320 2242 231 165 2179 113
internal_count=2948 2717 2665 2440 225 2373 172 2320 2242 231 165 2179 113
is_linear=0
shrinkage=0.0032351


Tree=2714
num_leaves=10
num_cat=0
split_feature=3 106 40 34 4 13 13 12 1456
split_gain=2.15515 2.12471 0.991529 0.837653 0.730811 0.790822 1.33872 1.21508 1.04747
threshold=0.35004500000000011 0.085935000000000025 0.0073350000000000004 -0.028269999999999997 -0.51843499999999987 0.26497500000000002 0.055610000000000007 0.086085000000000009 -0.16130999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 8 -8 -6
right_child=-2 -3 -4 4 5 -7 7 -9 -10
leaf_value=0.004048219324726733 -0.0020145872816254729 -0.0025479769531366338 -0.0011846926799507526 0.0040059605129819835 -0.00086858374855924402 0.0037486386274814664 -0.0026026770990873306 0.00079848776369753941 0.0017285794001761811
leaf_weight=60 76 54 54 52 68 67 54 259 2204
leaf_count=60 76 54 54 52 68 67 54 259 2204
internal_value=0 0.00150341 0.00158112 0.00163524 0.00158161 0.00153399 0.00147651 0.000211002 0.00165075
internal_weight=0 2872 2818 2764 2704 2652 2585 313 2272
internal_count=2948 2872 2818 2764 2704 2652 2585 313 2272
is_linear=0
shrinkage=0.0206272


Tree=2715
num_leaves=23
num_cat=0
split_feature=45 1 2 43 51 1453 0 10 1 51 0 52 52 0 2 1186 2 43 52 52 2 0
split_gain=2.30372 1.95767 1.67679 2.76729 1.91495 1.42557 1.6396 1.24383 1.32021 1.18584 1.35279 1.08569 0.994119 0.850756 0.705155 0.692245 0.550134 0.456155 0.393099 0.590778 0.6498 0.996171
threshold=0.08179500000000002 0.080320000000000016 0.082500000000000018 0.0034500000000000004 0.11728000000000001 -0.077314999999999981 0.040570000000000002 -1.0000000180025095e-35 0.10868000000000001 0.092520000000000005 -0.037444999999999992 0.0035300000000000006 -0.15824499999999997 -0.13955999999999996 0.11657500000000001 0.021560000000000003 0.10251500000000001 -0.049364999999999992 -0.087094999999999992 -0.013125 -0.046074999999999991 -0.072924999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 4 9 -1 13 8 -3 10 11 -4 -12 -7 15 16 -15 -16 -9 -20 -21 -22
right_child=-2 2 3 -5 -6 6 -8 18 -10 -11 12 -13 -14 14 17 -17 -18 -19 19 20 21 -23
leaf_value=-0.0016140803214021436 0.0055437486758041724 -0.0032720009607876822 -0.00016939071186651301 -0.0045585243140471333 0.0038180558550683355 0.0045901592868659294 -0.0014749999647132 0.0028276286904608196 0.0015056249818897777 -0.003353847379183456 -6.5334228828138358e-05 -0.003639911313776 0.0037911056249936657 0.0016668381060985344 0.0049420612761954738 0.0039058596376283288 0.00019262114252616754 0.0020456389089624823 -0.0008709084039621427 0.0036922965438171617 0.0017636143075927019 -0.0010769463775797505
leaf_weight=65 55 58 256 69 59 53 74 95 53 56 62 52 66 1024 52 60 138 53 54 59 310 73
leaf_count=65 55 58 256 69 59 53 74 95 53 56 62 52 66 1024 52 60 138 53 54 59 310 73
internal_value=0 0.00101958 0.000403404 -0.000425859 9.12371e-05 0.00155569 0.00169755 0.00113613 -0.000988687 -0.000355203 2.94078e-05 -0.000756082 0.00192132 0.00186785 0.00175894 0.00161067 0.00149196 0.00348228 0.00153561 0.00128767 0.00155192 0.00122159
internal_weight=0 2841 1322 620 551 1519 1454 702 111 492 436 308 128 1380 1327 1222 1162 105 591 496 442 383
internal_count=2896 2841 1322 620 551 1519 1454 702 111 492 436 308 128 1380 1327 1222 1162 105 591 496 442 383
is_linear=0
shrinkage=0.0218897


Tree=2716
num_leaves=27
num_cat=0
split_feature=1 2 4 123 42 1 151 0 4 11 2 2 2 2 1453 1209 0 42 42 0 2 4 43 16 43 0
split_gain=52 12.9768 6.84132 4.4261 5.09597 3.54525 4.04212 3.65388 2.7337 2.36472 2.02494 1.92847 1.44277 1.42885 1.29369 1.27824 1.05903 0.971386 0.939087 0.900874 0.995432 0.805921 0.774439 0.728002 0.626534 0.566285
threshold=0.10575500000000002 0.14253500000000002 -0.34140499999999996 0.08980500000000001 0.086510000000000017 0.089245000000000005 -0.082904999999999993 0.040570000000000002 0.043640000000000005 1.0000000180025095e-35 0.098655000000000007 -1.0000000180025095e-35 0.17553000000000005 0.10859000000000001 -0.077314999999999981 0.089245000000000005 -0.09194999999999999 0.11603500000000001 0.096385000000000012 -0.11825999999999999 0.11543500000000002 0.41315500000000005 -0.082204999999999986 -0.067654999999999979 -0.07409499999999998 -0.076589999999999978
decision_type=2 2 2 2 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 11 7 -7 8 9 14 -9 -4 -3 -13 -1 17 -8 -16 -6 -10 24 -15 -18 -24 -21 -25
right_child=1 12 3 -5 18 6 16 10 19 -11 -12 13 -14 21 15 -17 22 -19 -20 20 -22 -23 23 25 -26 -27
leaf_value=0.0021082482447211683 0.0027336791677235058 0.00082781763801964038 0.00085725546596333293 0.00063471505945306584 0.0023683601309564309 0.0016114650922670181 0.002081189204884855 0.0023906782860643075 0.0026372275605077576 0.003199292140076462 0.0015086821136697677 0.0019192596118585215 0.00011070919423352277 0.0010802851204373401 0.0026716439394311978 0.0022084818650827107 0.0021326993870154137 0.0022239328448368013 0.0018166116150260235 0.0021915302780205924 0.0025381030860457967 0.0016046467472733228 0.0023289645650147453 0.0029435182099352844 0.0017380281490911738 0.0025307087851012431
leaf_weight=53 54 56 61 53 79 89 100 58 54 75 52 63 62 68 1178 73 60 54 56 82 53 57 100 58 54 94
leaf_count=53 54 56 61 53 79 89 100 58 54 75 52 63 62 68 1178 73 60 54 56 82 53 57 100 58 54 94
internal_value=0 0.00141503 0.00164656 0.00151215 0.00163316 0.00247895 0.00223789 0.00254655 0.0025841 0.00263805 0.00197405 0.00135837 0.000451325 0.00152078 0.00260703 0.00262726 0.00237312 0.00265205 0.00213974 0.00226581 0.00215951 0.00131967 0.00246658 0.00254594 0.00201172 0.00268846
internal_weight=0 609 491 437 384 2287 501 1786 1676 1433 110 249 118 188 1358 1305 412 1232 135 243 189 125 312 252 136 152
internal_count=2896 609 491 437 384 2287 501 1786 1676 1433 110 249 118 188 1358 1305 412 1232 135 243 189 125 312 252 136 152
is_linear=0
shrinkage=0.0032351


Tree=2717
num_leaves=25
num_cat=0
split_feature=1 52 1 0 1 150 47 52 52 11 3 151 3 484 1452 160 52 0 16 3 16 0 133 15
split_gain=74.3822 17.1933 11.0208 5.36294 4.68168 6.85817 4.41347 3.64983 3.15772 2.39303 1.97372 1.60556 1.32904 1.1836 1.73272 1.28729 1.13961 1.68505 1.07037 1.04712 0.6698 1.10994 0.656031 0.462711
threshold=0.10575500000000002 -0.40011499999999994 0.12646500000000002 0.148925 0.089245000000000005 1.0000000180025095e-35 0.078345000000000012 0.056265000000000009 -0.080219999999999986 1.0000000180025095e-35 -0.0096849999999999974 -0.083084999999999978 -0.11266 -0.060004999999999996 0.081315000000000012 0.10446500000000002 0.12109500000000002 -0.099704999999999974 -0.28430999999999995 0.076825000000000018 0.28127000000000008 -0.072924999999999976 0.087455000000000019 -0.40166999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 4 9 16 8 10 -3 12 -4 -7 -1 14 22 19 17 -6 -10 -15 21 -19 -14 -12
right_child=1 2 7 -5 5 11 -8 -9 18 -11 23 -13 13 15 -16 -17 -18 20 -20 -21 -22 -23 -24 -25
leaf_value=0.0024821260841567834 0.0031706161353339656 0.00089861959559481709 0.001139804537472466 0.0018913503446833092 0.0022341306075380047 0.0014933875526903118 0.0024058927928231853 0.0015484379673978772 0.0020668495182084722 0.0034763096340935866 0.00064156173494747193 0.0022846635639835033 0.0030378508315470434 0.0029899181561810662 0.0022490849803835917 0.0025150601913999384 0.0031765511640578521 0.0029067193930928173 0.0015417567454429212 0.0033578460566887794 0.0031576064057138153 0.0024016190952706258 0.0026640336349489343 0.00023230665460440109
leaf_weight=63 64 52 61 56 58 52 94 68 78 88 54 52 124 1187 54 55 70 146 80 85 53 64 80 58
leaf_count=63 64 52 61 56 58 52 94 68 78 88 54 52 124 1187 54 55 70 146 80 85 53 64 80 58
internal_value=0 0.00161505 0.00143232 0.00286252 0.00288689 0.00261422 0.00183401 0.000925484 0.00157786 0.00296461 0.000680427 0.00188935 0.00293727 0.00295534 0.00275711 0.00299386 0.00280693 0.00272623 0.00180119 0.00301453 0.00283462 0.00275295 0.00289142 0.000429928
internal_weight=0 609 545 2287 2231 495 304 241 210 1736 173 104 1648 1585 258 1327 391 321 158 1272 263 210 204 112
internal_count=2896 609 545 2287 2231 495 304 241 210 1736 173 104 1648 1585 258 1327 391 321 158 1272 263 210 204 112
is_linear=0
shrinkage=0.00317166


Tree=2718
num_leaves=22
num_cat=0
split_feature=3 2 3 123 2 3 16 51 2 42 16 2 11 2 2 16 13 133 42 479 51
split_gain=65.4366 24.5142 12.4511 13.2132 8.00354 6.59179 6.38489 3.4714 3.44335 3.0385 2.3577 1.84585 2.28219 3.81256 2.30574 1.37437 1.18428 2.23884 1.16519 1.12114 1.02049
threshold=-0.06533499999999999 0.15305000000000002 0.30863500000000005 1.0000000180025095e-35 0.11426500000000002 0.11878500000000002 0.4028000000000001 -0.096089999999999981 -0.007134999999999999 0.093705000000000024 -0.032699999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 0.093070000000000014 0.10510500000000002 0.026395000000000005 -0.092844999999999997 -0.09676499999999999 -1.0000000180025095e-35 0.082935000000000023 -0.095009999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 11 7 -6 -2 -5 -10 18 -1 14 -14 16 -12 17 -13 -9 20 -18
right_child=1 -3 -4 8 6 -7 -8 10 9 -11 15 12 13 -15 -16 -17 19 -19 -20 -21 -22
leaf_value=0.0023381762893200605 0.0030428304717782877 0.0001939210365911988 0.00077705493865653271 0.00090847857511348494 0.0016043272598991736 0.0015996940938055549 0.0029607843199183572 0.0029167507086087447 0.0021459444900222193 0.0011790847224187509 0.001683880467306112 0.0029687693955724507 0.0038386743181773372 0.0028111417499617486 0.0023508242926027442 0.0023472659524628146 0.0025698120791353414 0.0021377060582343376 0.0024110015974620346 0.0024596037189152115 0.0029373562240627544
leaf_weight=64 93 84 78 79 92 94 53 63 74 55 61 68 62 81 87 61 79 59 154 55 1300
leaf_count=64 93 84 78 79 92 94 53 63 74 55 61 68 62 81 87 61 79 59 154 55 1300
internal_value=0 0.00179348 0.00195891 0.00208445 0.00280479 0.0023469 0.00210036 0.00250941 0.0014206 0.00173397 0.00236298 0.00285983 0.00287845 0.00325688 0.0028456 0.00201585 0.00287315 0.00258295 0.00255799 0.00289883 0.00291632
internal_weight=0 896 812 734 2000 526 145 432 208 129 339 1855 1791 143 1648 122 1561 127 217 1434 1379
internal_count=2896 896 812 734 2000 526 145 432 208 129 339 1855 1791 143 1648 122 1561 127 217 1434 1379
is_linear=0
shrinkage=0.00310948


Tree=2719
num_leaves=19
num_cat=0
split_feature=3 13 14 1 1213 16 159 16 13 13 0 42 481 3 3 12 1213 12
split_gain=2.03434 1.68491 1.43204 1.39238 2.44893 1.27698 1.2958 1.28328 2.47874 1.34655 1.1012 0.882416 0.742636 1.01087 0.617301 0.57374 0.481163 0.369308
threshold=0.11878500000000002 -0.11210999999999999 -0.13131999999999996 0.080320000000000016 1.0000000180025095e-35 0.31625000000000009 -0.010519999999999998 -0.0093249999999999982 -0.011809999999999999 -0.052124999999999998 0.040570000000000002 0.089625000000000024 -0.086574999999999985 -0.13117499999999996 0.3148450000000001 -0.014854999999999998 0.062550000000000008 0.09253500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 -1 10 5 6 11 9 -9 -8 12 -5 -4 -14 -2 -15 -17 -7
right_child=1 -3 3 4 -6 17 7 8 -10 -11 -12 -13 13 15 -16 16 -18 -19
leaf_value=0.0050005593839485708 0.0032220378224950804 -0.0031565922827972602 -9.7043983005430933e-05 0.0057298352375659816 -0.0038444899756036651 0.0052063180333772677 8.5023338246535126e-05 0.0026739009444682531 -0.0027592425986722917 0.0024835155416898535 -0.00054808892610870238 0.0015979304720084033 0.0059441158506517155 0.0048904258733344077 -9.2685438046510196e-05 0.0022396639862143808 0.0036253148841308871 0.0026876467387517188
leaf_weight=92 55 81 59 56 52 54 245 77 135 310 70 66 53 58 81 1088 170 94
leaf_count=92 55 81 59 56 52 54 245 77 135 310 70 66 53 58 81 1088 170 94
internal_value=0 -0.000396218 0.00203577 0.00193023 0.00127213 0.00152895 0.00118248 0.000814043 -0.000784667 0.00142519 0.00240848 0.00349666 0.00255359 0.00266802 0.00124593 0.00253588 0.00242712 0.00360836
internal_weight=0 217 2679 2587 1089 1037 889 767 212 555 1498 122 1428 1369 136 1316 1258 148
internal_count=2896 217 2679 2587 1089 1037 889 767 212 555 1498 122 1428 1369 136 1316 1258 148
is_linear=0
shrinkage=0.024168


Tree=2720
num_leaves=28
num_cat=0
split_feature=4 12 12 133 3 47 4 3 4 12 3 4 14 150 4 12 401 12 11 3 52 15 151 48 12 3 3
split_gain=81.0527 24.068 8.67354 8.02238 9.69678 5.86941 6.84298 3.1995 3.08845 2.96878 2.82835 2.34191 1.80412 2.44463 2.24305 1.41212 1.2881 1.01067 0.93217 1.47886 0.900548 0.717098 0.682915 0.896593 0.757943 0.381569 0.490107
threshold=0.31392000000000003 0.056995000000000011 0.13936000000000001 0.086265000000000022 0.15217000000000003 0.077735000000000012 -0.17568999999999999 0.35004500000000011 -0.0023699999999999997 0.086965000000000015 -0.0045699999999999985 0.00023500000000000005 -0.10523499999999998 0.082590000000000011 0.51074000000000008 -1.0000000180025095e-35 0.078330000000000025 0.096780000000000019 0.080070000000000016 -0.11017499999999998 -0.08774499999999999 -0.069034999999999985 -0.095924999999999996 0.078735000000000013 0.085845000000000019 -0.078254999999999977 -0.082274999999999987
decision_type=2 2 2 2 2 2 2 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 6 -1 12 10 16 -8 18 -2 14 -14 -10 22 25 19 -11 -21 -19 -3 24 -24 26 -13
right_child=7 2 -4 -5 -6 -7 8 -9 15 11 -12 17 13 -15 -16 -17 -18 21 -20 20 -22 -23 23 -25 -26 -27 -28
leaf_value=0.0029141054871130484 0.0014890456334854412 0.0025046118148945975 0.001515411338003409 0.0010870967448492149 0.0010911720745525755 0.0029720998848731667 0.0011284082950774918 0.00032632371497098151 0.0024377458240687358 0.0022574052316062243 0.0020307094879173852 0.002673595897244624 0.0003559827891692733 0.0013887004669376026 0.0011478058773645493 0.001840834482116128 0.0032112311094255066 0.0024299156376605831 0.0029591359987399374 0.0024926392891021052 0.0027267348790809246 0.0020476782083545353 0.0027140484729205948 0.0031850776234671474 0.0029893380977449478 0.0027268316420463947 0.0023080292516413476
leaf_weight=68 72 58 54 73 66 81 63 53 77 73 53 53 67 68 53 58 74 86 92 169 771 80 295 56 119 70 77
leaf_count=68 72 58 54 73 66 81 63 53 77 73 53 53 67 68 53 58 74 86 92 169 771 80 295 56 119 70 77
internal_value=0 0.00251587 0.00265331 0.00197344 0.00211222 0.00228061 0.00210493 0.000970432 0.00188559 0.00268293 0.00154093 0.00261314 0.00110161 0.000953072 0.00070596 0.00218152 0.00285342 0.00241313 0.00267936 0.00265392 0.00268468 0.00224589 0.00280322 0.00284 0.00279325 0.00255179 0.0024573
internal_weight=0 2666 2127 539 466 400 319 313 251 2073 116 1471 260 188 120 135 602 366 1105 1013 940 166 528 470 414 200 130
internal_count=2979 2666 2127 539 466 400 319 313 251 2073 116 1471 260 188 120 135 602 366 1105 1013 940 166 528 470 414 200 130
is_linear=0
shrinkage=0.00287267


Tree=2721
num_leaves=31
num_cat=0
split_feature=1 52 3 12 0 2 15 4 0 0 40 4 12 12 1 3 401 4 12 42 52 11 160 1 52 133 156 2 15 0
split_gain=60.0168 18.7694 9.20788 6.65476 6.57577 5.8185 5.14906 4.35358 4.7312 4.72093 3.40885 2.94224 1.9828 1.8744 2.18833 1.21835 1.15989 1.1343 1.08925 1.09881 0.878896 0.831852 1.46077 0.831378 0.800385 0.798223 0.670182 0.565563 0.552858 0.389715
threshold=0.10540500000000001 -0.34918499999999997 -0.049204999999999992 0.056995000000000011 -0.0088049999999999986 0.10573500000000001 -0.12272499999999999 -0.17568999999999999 -0.073104999999999989 -0.10298499999999998 -0.082804999999999976 0.049545000000000006 0.087065000000000017 -0.10063999999999999 0.12419000000000001 0.086845000000000019 0.081905000000000019 -0.0017949999999999999 0.10211000000000002 0.10271500000000001 -0.012769999999999998 0.080070000000000016 -0.52336499999999997 0.081315000000000012 1.0000000180025095e-35 -0.062749999999999986 0.087080000000000005 0.090695000000000012 -0.069814999999999988 -0.08824499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 6 10 -3 -1 -8 9 15 -4 12 16 -12 20 -9 17 23 21 27 -15 22 -14 26 28 -24 -5 -20 -13 -16
right_child=1 2 4 11 -6 -7 7 8 -10 -11 13 24 18 14 29 -17 -18 -19 19 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0029520664698933748 0.0028360469011066052 0.0022789197394839033 0.00042440544851387235 0.0027120220024081806 -1.4771391052076993e-05 0.0011939088875248041 0.0025289022358612745 0.0019896395907030764 0.00097565167966473564 0.0027214236568745532 0.0017658398696942476 0.0022231091756878996 0.0020419871686484709 0.0011598459254357416 0.00064139866315950512 0.0013923349828946362 0.003079671796721084 0.0030699728704521173 0.0026750096425922219 0.0019666973274806636 0.0016722228375587261 0.0028995736013899538 0.0027107145658017188 0.0022802395035075281 0.0024134572417692382 0.0024944088331853949 0.0023571961010074253 0.0022923972338383565 0.0018263237890901664 0.0010083159063700563
leaf_weight=53 74 99 52 344 52 80 84 55 56 53 53 74 55 61 53 70 68 55 58 63 60 55 207 60 96 631 57 92 57 52
leaf_count=53 74 99 52 344 52 80 84 55 56 53 53 74 55 61 53 70 68 55 58 63 60 55 207 60 96 631 57 92 57 52
internal_value=0 0.00142078 0.00123437 0.00245617 0.00097266 0.00179418 0.00208844 0.00194441 0.00173445 0.00197299 0.00112788 0.00252533 0.00256708 0.00125888 0.00113985 0.0016554 0.00270977 0.00266096 0.00249528 0.00230055 0.00141418 0.002539 0.00251676 0.00261209 0.00220426 0.00254788 0.00266167 0.00244055 0.00205071 0.000823414
internal_weight=0 636 562 2343 383 179 371 318 234 178 331 1972 1745 279 226 125 584 516 1161 213 121 948 893 461 227 838 401 150 131 105
internal_count=2979 636 562 2343 383 179 371 318 234 178 331 1972 1745 279 226 125 584 516 1161 213 121 948 893 461 227 838 401 150 131 105
is_linear=0
shrinkage=0.00298873


Tree=2722
num_leaves=23
num_cat=0
split_feature=34 52 2 40 39 0 0 1 43 12 11 0 2 157 401 12 133 12 0 48 12 12
split_gain=1.95107 1.94559 1.46169 1.18043 1.18577 1.09053 1.11058 2.69211 0.883232 1.98537 1.08653 1.1322 1.36771 0.961414 0.836704 0.795798 0.758079 0.693174 0.762507 1.58922 0.631525 0.622072
threshold=-0.066379999999999981 -1.0000000180025095e-35 0.092155000000000015 -0.091044999999999987 0.098380000000000009 0.047640000000000009 -0.066574999999999981 0.11329500000000002 -0.095674999999999982 0.093455000000000024 1.0000000180025095e-35 -0.042499999999999989 0.11426500000000002 -0.065824999999999981 0.080710000000000018 0.08598500000000002 -0.062749999999999986 0.095110000000000014 -0.10594499999999998 0.081520000000000023 0.10011000000000002 0.083785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 8 6 14 -8 9 -5 11 13 -13 -10 17 -16 -17 18 19 -2 -19 -20
right_child=2 -3 3 4 -6 -7 7 -9 10 -11 -12 12 -14 -15 15 16 -18 20 21 -21 -22 -23
leaf_value=-0.0038742830592319345 -0.0013312778797290132 0.0017730754752614127 -0.0016344921922151472 0.0059620486320422442 -0.0012040712614116323 0.0052554597632688852 -0.0032061285822585993 0.0029945194109284724 -0.0007121320110908191 0.00085986681919347655 0.0034686889840456394 0.0011449600782741849 -0.0032941717393992764 0.0017641447665468907 0.0055626419913127794 0.0043044893542984724 0.00080279857173918352 0.0048155332175750243 0.0037208165682870113 0.0030885143026559915 0.0022350079535599868 0.0020070584942900515
leaf_weight=53 84 55 57 63 69 53 55 71 78 73 101 75 52 621 65 57 53 78 105 63 92 906
leaf_count=53 84 55 57 63 69 53 55 71 78 73 101 75 52 621 65 57 53 78 105 63 92 906
internal_value=0 -0.000996234 0.00188303 0.00131794 0.00146681 0.00228236 0.00218549 0.000286105 0.00164038 0.00322503 0.00140766 0.00115537 -0.000670869 0.0014875 0.00234457 0.00371386 0.00261935 0.00216396 0.00197932 0.000561391 0.00342034 0.00218527
internal_weight=0 108 2871 1189 1132 1682 1629 126 1063 136 927 826 127 699 1503 175 110 1328 1158 147 170 1011
internal_count=2979 108 2871 1189 1132 1682 1629 126 1063 136 927 826 127 699 1503 175 110 1328 1158 147 170 1011
is_linear=0
shrinkage=0.0210397


Tree=2723
num_leaves=26
num_cat=0
split_feature=4 3 3 43 52 4 3 4 52 14 3 4 49 14 4 52 43 15 15 3 15 481 481 52 52
split_gain=107.828 30.9234 15.9121 14.4845 7.89282 5.87991 5.34533 4.62988 3.91886 2.84509 2.51772 2.85329 2.20831 1.96358 1.70975 5.83535 1.54526 1.47797 3.27479 1.28363 1.25517 0.912185 1.07319 1.01934 0.394464
threshold=0.31392000000000003 -0.066229999999999997 0.28833000000000003 -0.035884999999999993 -0.046194999999999993 -0.15764999999999998 -0.11749 0.053330000000000009 -0.087604999999999988 -0.42227999999999993 0.088880000000000015 -0.00076499999999999995 -0.062709999999999974 0.073890000000000011 -0.10701499999999999 -0.11263999999999999 0.12522000000000003 -0.26361999999999991 -0.47354999999999997 -0.087414999999999979 -0.065419999999999992 -0.048929999999999994 -0.084514999999999993 0.08869500000000001 0.0030150000000000008
decision_type=2 2 2 2 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 -5 -2 12 -3 -8 11 -7 19 14 15 -14 -13 18 -11 -1 24 22 -16 -23 -9
right_child=6 2 -4 5 -6 10 9 20 -10 17 -12 16 13 -15 21 -17 -18 -19 -20 -21 -22 23 -24 -25 -26
leaf_value=0.0023481038009497326 0.0017425495119774447 0.0019482612982180229 0.0009159436160597991 0.0034246656882206969 0.0025287526449936496 0.0022760381422020129 0.0014590354699081593 0.002675365182120163 0.00099761870684852007 0.00095333981165239101 0.0022405662838030885 0.0033521092536045972 0.0032900943015531062 0.0035878566384857178 0.0030952252496507389 0.0020912656160639786 0.0027186520254356954 0.0010439002129212515 -9.774100149632129e-07 0.0029787838237917337 0.002383377427575994 0.0031246286021578804 0.0035453266891990048 0.0029514579145527272 0.0029817996662808667
leaf_weight=52 76 68 59 89 93 58 53 81 70 63 103 62 73 61 99 58 62 69 52 52 92 898 76 398 62
leaf_count=52 76 68 59 89 93 58 53 81 70 63 103 62 73 61 99 58 62 69 52 52 92 898 76 398 62
internal_value=0 0.00283974 0.00231286 0.00244904 0.00189415 0.00279169 0.00109221 0.00301447 0.00146627 0.000883534 0.00259392 0.00279372 0.00306397 0.00308898 0.00306997 0.00275954 0.00303562 0.000717602 0.000521561 0.00266373 0.00264216 0.00309759 0.00329087 0.00307147 0.00280844
internal_weight=0 2666 664 605 231 374 313 2002 138 237 285 182 1767 1663 1602 131 124 184 115 104 235 1471 175 1296 143
internal_count=2979 2666 664 605 231 374 313 2002 138 237 285 182 1767 1663 1602 131 124 184 115 104 235 1471 175 1296 143
is_linear=0
shrinkage=0.00281635


Tree=2724
num_leaves=28
num_cat=0
split_feature=1 52 2 12 39 2 1 12 150 2 1 52 15 150 2 12 483 1447 1429 1 15 159 52 12 52 16 403
split_gain=113.89 25.6453 13.4403 11.0271 9.03111 5.5014 4.16635 3.73564 3.22823 3.14413 2.20927 1.73626 2.53057 1.44648 1.28919 1.93324 1.30227 1.25085 1.6115 0.806934 1.28757 0.723836 0.663409 0.56028 0.504274 0.56973 0.490965
threshold=0.10540500000000001 -0.34918499999999997 0.25063000000000007 0.088365000000000013 0.0047850000000000011 0.092155000000000015 0.088035000000000016 0.10793500000000002 0.075065000000000007 0.11891500000000001 1.0000000180025095e-35 -0.065394999999999995 -0.50173499999999993 0.10784500000000001 0.072175000000000017 0.085785000000000014 -0.031969999999999991 -0.085804999999999979 0.084770000000000012 0.13535500000000003 -0.10114499999999998 0.083310000000000009 -0.13963499999999998 0.088295000000000012 -0.44829999999999998 0.19384500000000002 -0.074859999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 11 5 13 -6 -5 9 10 24 21 -13 14 15 -1 -16 -18 -19 20 -14 -3 -12 -17 -7 -26 -25
right_child=1 2 -4 7 6 8 -8 -9 -10 -11 22 12 19 -15 16 23 17 18 -20 -21 -22 -23 -24 26 25 -27 -28
leaf_value=0.0021023764194017204 0.002789042047386058 0.0008762004920125552 -0.00021095966435068792 0.0022176916107035571 0.0023502888971090471 0.0027081564787487509 0.0013595011532865227 0.0013204750639943892 0.0017574506095341597 0.0019757357466277927 0.0026878895717495645 0.00053987958240087389 0.0013619216025846062 0.0022816852791460117 0.0031301720089733955 0.0029154822098995622 0.0023465370766575355 0.0028131287693717155 0.002313207354757674 0.0014961248372292351 0.0008160221764277484 0.00043638982902320889 0.0031098282892348863 0.0028164097450247153 0.0024654763766151482 0.0021512428586800822 0.0025568487051988533
leaf_weight=52 74 59 57 85 67 57 63 61 52 85 63 53 70 57 79 63 54 829 53 58 63 56 55 78 360 52 224
leaf_count=52 74 59 57 85 67 57 63 61 52 85 63 53 70 57 79 63 54 829 53 58 63 56 55 78 360 52 224
internal_value=0 0.00126083 0.00105956 0.00120302 0.00257843 0.00262002 0.00187036 0.00184303 0.00242221 0.00247361 0.00254565 0.000942657 0.00107468 0.00271618 0.00273345 0.00260312 0.00278696 0.00275797 0.00278312 0.00122292 0.00110356 0.000662288 0.00288481 0.00267438 0.00246026 0.00242589 0.00262399
internal_weight=0 636 562 505 2343 2213 130 146 724 672 587 359 244 1489 1432 417 1015 936 882 191 133 115 118 365 469 412 302
internal_count=2979 636 562 505 2343 2213 130 146 724 672 587 359 244 1489 1432 417 1015 936 882 191 133 115 118 365 469 412 302
is_linear=0
shrinkage=0.00276112


Tree=2725
num_leaves=24
num_cat=0
split_feature=4 2 12 49 3 52 4 4 2 3 3 12 2 480 3 0 1456 4 3 0 0 42 2
split_gain=75.5252 29.7163 14.8809 6.98762 4.37505 3.58734 3.49423 8.37883 3.93014 3.06104 2.97776 2.66577 2.32379 1.87138 3.12123 4.31152 1.48689 1.33908 1.47779 1.2218 1.19773 0.790484 0.265784
threshold=0.31392000000000003 0.13388500000000003 1.0000000180025095e-35 -0.016594999999999995 -0.082634999999999986 0.053330000000000009 -0.17568999999999999 -0.019465 0.093320000000000014 -0.0048549999999999991 0.12955000000000003 0.096150000000000013 0.15305000000000002 -1.0000000180025095e-35 -0.14186499999999996 -0.10934999999999999 -0.086954999999999991 0.061295000000000009 -0.115685 -0.05937499999999999 -0.097774999999999987 0.11697 0.092450000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -2 10 -5 -8 -9 -1 20 13 -3 -4 -15 -16 -17 18 -13 21 -6 -20 -11
right_child=4 12 11 6 5 -7 7 8 -10 22 -12 17 -14 14 15 16 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0013945331222137644 0.0018303154673482149 0.001727174384134673 0.0026015766509179163 0.0032088463904357055 0.0014485678616911735 0.0017446430888369501 0.0016356975021434006 0.0033356474890631968 0.0024129149010625826 0.0023864644106661634 0.00024911452149626028 0.0032875540348028054 0.00088222713874190422 0.0035855225558222574 0.0023172986640561995 0.0034705302699182742 0.0030540622285514124 0.0024018058395058922 0.0029343238053540989 0.0023946537602965246 0.000851350565073558 0.0025388673340214617 0.0020753546015852701
leaf_weight=63 91 65 78 81 52 52 72 80 86 52 52 64 53 102 70 83 1219 65 268 59 72 56 52
leaf_count=63 91 65 78 81 52 52 72 80 86 52 52 64 53 102 70 83 1219 65 268 59 72 56 52
internal_value=0 0.00281473 0.0028826 0.00241175 0.00127581 0.00105436 0.0026713 0.00248822 0.0028578 0.00191577 0.00085023 0.00299345 0.00134793 0.00305537 0.00307937 0.00304171 0.00308064 0.00280568 0.00286434 0.00279353 0.00110205 0.00286607 0.00223122
internal_weight=0 2668 2550 486 319 228 319 238 166 167 176 2064 118 1552 1474 1372 1302 512 447 383 124 324 104
internal_count=2987 2668 2550 486 319 228 319 238 166 167 176 2064 118 1552 1474 1372 1302 512 447 383 124 324 104
is_linear=0
shrinkage=0.00298873


Tree=2726
num_leaves=27
num_cat=0
split_feature=1 1 3 0 4 4 3 4 0 457 3 1446 1 4 0 158 158 1 4 51 128 51 133 16 52 1
split_gain=126.359 22.1493 12.0898 6.84072 5.64649 5.38724 5.09962 5.15715 3.79928 3.40537 3.31656 2.48887 2.46629 2.09803 2.2255 1.83336 1.59401 1.59496 1.12592 1.15939 0.870129 0.683138 0.487543 0.395908 0.338858 0.0708121
threshold=0.10404000000000001 0.12448500000000001 -0.036264999999999992 -0.22984499999999997 0.032770000000000001 0.31392000000000003 0.28833000000000003 0.42405000000000009 -0.083564999999999987 0.079020000000000021 0.040040000000000006 0.090355000000000005 0.092010000000000022 -0.50393499999999991 -0.029849999999999998 0.080045000000000019 0.078875000000000015 1.0000000180025095e-35 -0.085594999999999991 0.0045000000000000014 0.084370000000000014 -0.017084999999999999 0.075180000000000011 -0.10064999999999998 0.085175000000000015 0.081540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 8 21 7 -3 12 10 -4 13 15 -10 20 18 17 23 24 -20 -15 -2 -18 -6 -5 -16
right_child=1 6 9 4 16 -7 -8 -9 11 -11 -12 -13 -14 14 25 -17 22 -19 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0018647227402184396 0.0028800086814103694 0.0014077670703242287 0.0010154308615161053 0.0035145178314174297 0.0026551908298059388 0.0015475940016121126 3.5373637992107618e-05 0.00041455315846632113 0.0033090032085385601 0.00057408480705789717 0.0019690493886041663 0.0021932893052586228 0.0024254185404975993 0.0028097876357817473 0.0024551833350474365 0.0035389727155536368 0.0030025502800994247 0.0019216025567045595 0.0030620265632757518 0.0026883991365523378 0.0031525731742140981 0.0024445125764947658 0.002580756075302643 0.0023480843486396574 0.0031707706039722713 0.0022784413192379819
leaf_weight=67 65 102 68 56 80 59 84 93 79 52 68 61 53 722 52 83 54 62 539 92 78 73 52 83 58 52
leaf_count=67 65 102 68 56 80 59 84 93 79 52 68 61 53 722 52 83 54 62 539 92 78 73 52 83 58 52
internal_value=0 0.00131797 0.00179199 0.00282607 0.0028546 0.00231991 0.000663735 0.000934247 0.00291794 0.00123863 0.00149248 0.00279318 0.00306575 0.00283037 0.00278851 0.0031067 0.00248614 0.00234005 0.0030585 0.0030076 0.00284325 0.00264987 0.00279594 0.00249901 0.00333991 0.00236713
internal_weight=0 664 385 2323 2256 197 279 195 1925 188 136 1044 881 983 904 828 331 225 745 631 800 138 106 163 114 104
internal_count=2987 664 385 2323 2256 197 279 195 1925 188 136 1044 881 983 904 828 331 225 745 631 800 138 106 163 114 104
is_linear=0
shrinkage=0.0030485


Tree=2727
num_leaves=16
num_cat=0
split_feature=4 16 457 1456 160 40 11 0 4 0 12 47 15 0 12
split_gain=3.96217 1.68687 1.59618 1.42487 1.3602 0.992523 1.18157 1.09416 2.59925 0.855322 0.850143 0.760696 0.566766 0.964433 0.398602
threshold=0.27258000000000004 -0.23389999999999997 0.15196500000000004 -0.082149999999999987 -0.53327999999999987 -0.084924999999999987 1.0000000180025095e-35 -0.10934999999999999 -0.00090499999999999988 -0.094139999999999988 0.095230000000000023 0.11518500000000002 -0.47129499999999996 -0.18240499999999996 0.08598500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 14 -5 -6 7 8 -7 -8 12 -9 -2 -14 -1
right_child=1 -3 -4 4 5 6 9 11 -10 -11 -12 -13 13 -15 -16
leaf_value=0.0063819322130812079 0.000310134964405693 -0.0022822320824496317 -0.00085686454340382046 0.00024763097720549712 0.00063829683784758548 -0.0013744006564978975 0.0070793654088204981 0.0033605060147655417 0.0037099243897209372 0.0035643522545991901 -0.0012004941393418888 0.0011759810006484769 0.00046626117629831469 0.0042994298538484689 0.0041219751807641406
leaf_weight=80 67 85 52 88 80 91 68 1809 122 77 52 87 55 90 84
leaf_count=80 67 85 52 88 80 91 68 1809 122 77 52 87 55 90 84
internal_value=0 0.000507039 0.00309 0.00316946 0.00303011 0.00313492 0.00322342 0.00308641 0.00153661 0.00521445 0.00140602 0.00326039 0.0020465 0.00284715 0.00522588
internal_weight=0 349 2638 2586 2422 2334 2254 2109 213 145 264 1896 212 145 164
internal_count=2987 349 2638 2586 2422 2334 2254 2109 213 145 264 1896 212 145 164
is_linear=0
shrinkage=0.0227741


Tree=2728
num_leaves=23
num_cat=0
split_feature=1 52 1 12 4 0 43 2 1 12 11 15 12 16 1 2 2 160 0 0 52 52
split_gain=86.169 14.0841 9.11977 9.50012 6.15841 4.59927 5.3357 3.62922 2.79981 3.49871 2.78411 2.46973 2.09681 1.71447 2.80391 1.56701 2.77102 1.34094 1.46192 1.90552 1.24277 1.10367
threshold=0.10398500000000001 -0.41694999999999993 0.12448500000000001 0.088325000000000015 0.046185000000000004 0.040570000000000002 -0.012824999999999998 0.17553000000000005 0.095520000000000008 0.085845000000000019 1.0000000180025095e-35 -0.043134999999999993 0.099170000000000022 -0.33811499999999994 0.11215000000000001 -0.032374999999999994 0.13554000000000002 -0.54243999999999992 -0.10934999999999999 -0.097224999999999992 0.0030150000000000008 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 13 5 8 -7 15 10 -10 17 20 -5 -3 -15 -4 -17 -1 -19 -20 21 -6
right_child=1 2 7 12 11 6 -8 -9 9 -11 -12 -13 -14 14 -16 16 -18 18 19 -21 -22 -23
leaf_value=0.0033375409951368457 0.0028010941190232488 0.0016707229608666557 0.00067856248359790387 0.0028545527060038012 0.0026211907200361095 0.0014910152004076569 0.0027295738174889905 0.00020475127309914649 0.0017973946749594645 0.0028411397870194313 0.0034427331183208591 0.0018750529478199723 0.0019882462099355888 0.0006853970905846597 0.0015717117327653674 0.0016964172556271479 0.0008497542275090024 0.0024532815300562574 0.0034573305029336671 0.0028538632820461927 0.0027923583349336628 0.0020774102643708269
leaf_weight=58 71 81 62 56 69 52 96 56 52 78 87 78 53 74 65 74 76 85 53 1438 95 78
leaf_count=58 71 81 62 56 69 52 96 56 52 78 87 78 53 74 65 74 76 85 53 1438 95 78
internal_value=0 0.00149142 0.00133561 0.0016826 0.00275903 0.00282323 0.00229463 0.000909525 0.00286547 0.0024239 0.00289881 0.0023579 0.00243363 0.00131034 0.0011001 0.00109554 0.00126766 0.00286983 0.00285259 0.00287534 0.00251339 0.00233288
internal_weight=0 668 597 329 2319 1999 148 268 1851 130 1721 320 109 220 139 212 150 1634 1576 1491 242 147
internal_count=2987 668 597 329 2319 1999 148 268 1851 130 1721 320 109 220 139 212 150 1634 1576 1491 242 147
is_linear=0
shrinkage=0.00310948


Tree=2729
num_leaves=18
num_cat=0
split_feature=1 34 15 47 1453 0 150 0 34 1 0 1 3 3 1453 50 13
split_gain=4.10788 1.81537 1.28178 1.31557 1.23908 0.962298 1.06702 0.865586 1.68655 1.45074 1.39462 1.20914 1.86769 0.964399 0.793702 0.726288 0.590747
threshold=0.12000500000000001 -0.023104999999999997 -0.43091499999999999 0.085585000000000008 -0.079499999999999987 -0.22480499999999998 1.0000000180025095e-35 0.040570000000000002 -0.016844999999999995 0.10471000000000001 -0.074309999999999973 0.10024500000000001 -0.097199999999999995 -0.021559999999999996 -0.011369999999999998 -0.10146999999999999 -0.079369999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 16 -1 6 -6 8 -7 14 13 12 -9 -11 -10 -16 -4
right_child=1 2 3 -5 5 7 -8 11 9 10 -12 -13 -14 -15 15 -17 -18
leaf_value=0.006711969364980439 -0.0041177730330819555 0.0040609701395075207 -0.0035013945427811539 0.0027870563026713667 0.0031298657021767737 0.0073563954990410714 -0.0017405322748941091 -0.0032680739109832804 0.00040723790120872588 0.00062620470789881747 -0.0012887218095446603 0.0040716447329910595 0.0028056182601505861 0.0050861788768223008 0.0063843766448229023 0.0034209290986031769 -0.00011769404609432623
leaf_weight=61 52 66 52 73 60 64 54 57 54 60 84 80 73 63 54 1892 88
leaf_count=61 52 66 52 73 60 64 54 57 54 60 84 80 73 63 54 1892 88
internal_value=0 0.000194527 0.000999216 4.92425e-05 0.00316597 0.00308251 0.00082048 0.00318634 0.00332927 0.00321237 0.00120652 0.00163934 0.000140473 0.00291276 0.00341984 0.0035033 -0.00137641
internal_weight=0 331 279 213 2656 2595 114 2481 2271 2207 207 210 130 123 2000 1946 140
internal_count=2987 331 279 213 2656 2595 114 2481 2271 2207 207 210 130 123 2000 1946 140
is_linear=0
shrinkage=0.0251444


Tree=2730
num_leaves=20
num_cat=0
split_feature=2 15 2 0 2 0 2 3 11 15 15 0 2 484 3 2 42 3 51
split_gain=46.6209 25.0035 10.1027 6.58924 4.78777 8.50868 4.72197 4.13735 3.81751 2.16869 1.91845 1.71883 5.70822 1.2011 1.23992 0.927617 0.836353 0.73258 0.197325
threshold=0.11891500000000001 -0.42075999999999997 -0.007134999999999999 -0.076589999999999978 0.10472500000000001 -0.12851999999999997 0.16993500000000003 0.143375 1.0000000180025095e-35 -0.086819999999999994 -0.021954999999999999 -0.13955999999999996 0.088135000000000005 0.087020000000000014 -0.115685 0.087665000000000007 0.094935000000000005 -0.069414999999999991 -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 -3 8 -6 7 9 11 -2 18 12 -4 14 -13 -15 -11 -12 -7
right_child=6 2 4 -5 5 10 -8 -9 -10 16 17 13 -14 15 -16 -17 -18 -19 -20
leaf_value=0.00083976884928446975 0.0012861973346015177 0.0024634341620072752 0.002848686091595617 0.0011478758872358029 0.0013263041201832899 0.0022713577812808819 0.00056157181127513753 0.00078542111193587887 0.0031169658405101456 0.002171416103667563 0.0028419418777754419 0.0020598210057324075 0.0016266926888997358 0.0030562353463893187 0.0025237449951751897 0.0025880030967549597 0.0016481645591769141 0.0023938634744517942 0.0020092609834594863
leaf_weight=91 95 56 63 87 84 52 76 72 97 54 83 54 75 66 1570 93 57 56 59
leaf_count=91 95 56 63 87 84 52 76 72 97 54 83 54 75 66 1570 93 57 56 59
internal_value=0 0.00237912 0.00243525 0.00166328 0.00248218 0.0021501 0.00122245 0.00140301 0.00253712 0.00161871 0.00242676 0.00250783 0.00218479 0.00253281 0.00250834 0.00278256 0.00190301 0.00266165 0.00213233
internal_weight=0 2586 2495 143 2352 334 354 278 2018 206 250 1921 138 1783 1624 159 111 139 111
internal_count=2940 2586 2495 143 2352 334 354 278 2018 206 250 1921 138 1783 1624 159 111 139 111
is_linear=0
shrinkage=0.00298873


Tree=2731
num_leaves=31
num_cat=0
split_feature=12 12 12 150 42 42 133 51 42 123 484 52 12 43 11 43 42 51 123 157 132 133 484 12 51 43 52 42 52 43
split_gain=86.3643 18.6472 15.3405 9.73908 7.42076 5.28812 6.43748 5.0184 3.76383 4.76984 2.37763 2.52158 2.1139 2.24397 2.67103 1.99258 1.71871 1.38621 1.22526 1.00479 0.812274 0.754177 1.45008 0.777732 0.665513 0.649467 0.430737 0.409882 0.38403 0.373637
threshold=0.056995000000000011 0.10331000000000001 -0.041014999999999989 0.089810000000000015 -0.026374999999999999 -0.024804999999999997 0.0029250000000000005 -0.096089999999999981 1.0000000180025095e-35 0.085810000000000011 0.085675000000000015 0.0035300000000000006 0.090285000000000018 -0.12118 0.077330000000000024 -0.0035149999999999995 0.10134500000000002 0.077730000000000007 0.084380000000000024 -0.0094199999999999978 0.081320000000000017 0.089400000000000021 0.088315000000000018 0.086445000000000008 -0.26677999999999996 0.092445000000000013 -0.07167999999999998 -0.065449999999999994 0.0049050000000000005 0.080350000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 4 7 -1 27 16 -4 18 -10 11 26 15 -14 19 17 -7 20 -6 -15 21 22 -2 -23 -21 28 -9 -3 -17 -26
right_child=1 5 3 -5 8 6 -8 10 9 -11 -12 -13 13 14 -16 25 -18 -19 -20 24 -22 23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.0026457799936532075 0.0037083704293645048 0.0030392658306622185 0.0036247466749194084 0.0016893583160023753 0.00087541945966956717 0.0022750003242528512 0.0031372107386367538 0.0028257067506848909 0.0025961765073669496 0.0013690698317899771 0.0020308234153129366 0.0034254902269818506 0.0029007073796557172 0.0029914635864729004 0.0040838482434502497 0.0034592061803886175 0.0014902684165757193 0.0041148822354370642 0.0014549835698597739 0.0031130579242786482 0.0032837156008307796 0.0031757043373044844 0.0042668027765043453 0.00367998566352531 0.0034555847625389676 0.0036884001530259765 0.0024609535947145793 0.0033983539670367716 0.0031611595177629763 0.0037146742704588895
leaf_weight=69 495 82 71 96 90 62 71 56 55 84 52 52 78 55 70 90 56 87 67 55 52 52 55 90 405 62 95 61 102 73
leaf_count=69 495 82 71 96 90 62 71 56 55 84 52 52 78 55 70 90 56 87 67 55 52 52 55 90 405 62 95 61 102 73
internal_value=0 0.00342816 0.00217568 0.00259589 0.00168975 0.0027226 0.00236675 0.00286274 0.00146678 0.00185486 0.00265044 0.00280899 0.00355678 0.00342219 0.00348395 0.00364804 0.00190288 0.00372512 0.00112297 0.00341248 0.0036795 0.00370919 0.00376428 0.00349556 0.00345585 0.00339574 0.00259646 0.00319268 0.00330105 0.00349523
internal_weight=0 2153 787 422 365 332 189 326 296 139 255 203 1821 736 658 1085 118 831 157 588 744 692 550 142 533 254 151 143 192 478
internal_count=2940 2153 787 422 365 332 189 326 296 139 255 203 1821 736 658 1085 118 831 157 588 744 692 550 142 533 254 151 143 192 478
is_linear=0
shrinkage=0.0032351


Tree=2732
num_leaves=22
num_cat=0
split_feature=15 2 39 3 2 2 0 2 0 15 52 15 11 15 0 2 0 3 2 160 15
split_gain=91.781 48.8612 18.5006 10.5321 6.55108 6.32649 6.26037 5.76778 9.60337 4.90972 4.51329 4.41201 3.83121 3.19525 3.15903 6.50131 4.09655 2.5438 1.87044 0.944881 0.391928
threshold=-0.26361999999999991 0.11366500000000002 0.0047850000000000011 0.143375 0.14561000000000004 -0.007134999999999999 -0.095724999999999991 0.10523 -0.10998999999999999 -0.021954999999999999 0.056265000000000009 -0.43091499999999999 1.0000000180025095e-35 0.037885000000000009 -0.12368999999999998 0.088135000000000005 -0.075914999999999996 0.081495000000000012 0.094985000000000014 -0.54784999999999984 -0.033234999999999994
decision_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 7 4 6 -4 -3 12 -9 -10 11 -1 14 -14 15 -2 19 -18 -7 -16 -8
right_child=1 3 5 -5 -6 18 20 8 9 -11 -12 -13 13 -15 16 -17 17 -19 -20 -21 -22
leaf_value=0.0010344469519705782 0.0031170577019575033 0.0015315496098136077 0.001303211389772423 0.00095206877461602674 0.0012324640830540176 0.00273635393024786 0.002455602410271852 0.0014921237462574852 0.0021828298492603745 0.0032033603365278608 0.0014986762912247333 0.00010176308415310891 0.0029822414940579257 0.0038521933409767779 0.0033684107309604533 0.0019327361330416955 0.0026068983111474939 0.0031973480640779413 0.0020402292690121838 0.0030024484660806489 0.0027536551906075248
leaf_weight=99 65 58 60 85 56 53 83 52 53 90 73 56 61 59 53 66 316 62 57 1329 54
leaf_count=99 65 58 60 85 56 53 83 52 53 90 73 56 61 59 53 66 316 62 57 1329 54
internal_value=0 0.00270762 0.00284159 0.00176012 0.00203365 0.00199747 0.00226358 0.00290663 0.00246995 0.00282532 0.00095425 0.00069766 0.00294896 0.0034102 0.00291968 0.00252059 0.00294936 0.00270382 0.00237589 0.0030165 0.00257329
internal_weight=0 2712 2376 336 251 170 195 2206 195 143 228 155 2011 120 1891 131 1760 378 110 1382 137
internal_count=2940 2712 2376 336 251 170 195 2206 195 143 228 155 2011 120 1891 131 1760 378 110 1382 137
is_linear=0
shrinkage=0.00265391


Tree=2733
num_leaves=32
num_cat=0
split_feature=1 52 1 12 15 1 0 11 11 12 15 12 3 0 15 15 1 151 0 130 52 484 0 0 42 133 52 1 52 42 48
split_gain=71.827 13.0733 7.49547 6.75098 5.0582 4.72766 3.45102 3.14225 3.17087 2.12218 1.96651 1.76011 2.00078 1.73401 2.37918 1.69685 2.08545 1.30544 1.11375 0.997892 0.884418 0.787053 0.693523 1.05791 1.22455 0.55484 0.957628 0.538526 0.387985 0.333968 0.332404
threshold=0.10471000000000001 -0.40011499999999994 0.13074500000000003 0.089585000000000012 -0.030729999999999997 0.093170000000000017 -0.077714999999999992 1.0000000180025095e-35 0.08326500000000002 0.10344500000000002 -0.15300999999999995 0.10279500000000001 -0.115685 -0.10998999999999999 -0.41725999999999991 -0.037394999999999991 0.11417500000000001 -1.0000000180025095e-35 -0.105195 0.08673500000000002 -0.44829999999999998 -0.086874999999999994 -0.084044999999999995 -0.08645499999999999 0.086375000000000021 -0.07192999999999998 -0.036309999999999988 0.079440000000000024 0.084285000000000013 -1.0000000180025095e-35 0.084260000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 15 5 6 10 11 -9 -5 -1 12 -6 -4 -15 16 -3 -7 30 21 -8 -20 23 27 -25 28 -27 -14 -24 -13 -12
right_child=1 2 13 9 7 17 20 8 -10 -11 18 29 22 14 -16 -17 -18 -19 19 -21 -22 -23 25 24 -26 26 -28 -29 -30 -31 -32
leaf_value=0.0030694829962878245 0.0027170674395815587 0.0017732487739475901 0.0013739625626534185 0.0025905642752117818 0.0021579605454263031 0.0015307380606338547 0.0024254558631841374 0.003714510456126681 0.0026866005737163057 0.0017625895856849324 0.0024358120965486292 0.0024943839885446764 0.0026236603479710381 0.0011398304613674294 0.00042444291536520434 0.00085189303943542991 0.0011531551209219601 0.0021681556577423065 0.0023561220616260085 0.0022437153955779839 0.0019446737874098613 0.0027643404795534956 0.0026804914281440603 0.0028149045634837779 0.0033155124323028633 0.0028721318800379826 0.0025702663274811922 0.0029404927232481457 0.0030292566460136164 0.0021645776122798661 0.002110641521895204
leaf_weight=75 68 94 52 60 58 57 53 54 54 52 68 53 210 76 92 54 101 59 52 52 101 256 59 128 68 120 473 65 61 63 52
leaf_count=75 68 94 52 60 58 57 53 54 54 52 68 53 210 76 92 54 101 59 52 52 101 256 59 128 68 120 473 65 61 63 52
internal_value=0 0.00147671 0.00133148 0.0015966 0.00260318 0.00241562 0.00250726 0.00270871 0.00320085 0.00220643 0.00261734 0.00266954 0.00270258 0.000896299 0.000748261 0.00132217 0.00145224 0.00185522 0.00254662 0.00263035 0.00211035 0.00269552 0.00272923 0.00281945 0.00298875 0.00266959 0.00263141 0.00269866 0.00285805 0.00231554 0.00229517
internal_weight=0 649 581 361 2291 825 709 1466 108 112 555 1358 1242 220 168 249 195 116 480 360 154 308 1184 471 196 713 593 275 120 116 120
internal_count=2940 649 581 361 2291 825 709 1466 108 112 555 1358 1242 220 168 249 195 116 480 360 154 308 1184 471 196 713 593 275 120 116 120
is_linear=0
shrinkage=0.00298873


Tree=2734
num_leaves=17
num_cat=0
split_feature=2 106 4 16 4 4 160 16 4 457 2 48 2 52 2 43
split_gain=3.26765 2.53972 1.97615 1.90229 1.54347 1.23613 1.47325 1.1148 1.1078 0.901093 1.72074 0.809721 0.774541 0.920913 0.51963 0.466017
threshold=0.13447000000000003 0.086340000000000014 -0.17006499999999999 0.25032500000000008 0.24099500000000004 -0.10701499999999999 -0.54913999999999985 -0.11082499999999999 0.00093000000000000016 0.067035000000000011 0.091290000000000024 0.10971000000000002 -0.13746499999999998 0.042815000000000006 0.10615500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 -7 -2 -9 11 -11 -8 -6 15 -5 -14
right_child=7 -3 4 14 12 6 9 8 -10 10 -12 -13 13 -15 -16 -17
leaf_value=0.0076153930084520731 0.0025277164077673656 -0.0010296983294252537 0.00095532707625106792 0.0023330433815664351 0.0039517909006817837 0.006860710278047322 0.0035257941118926432 0.0014513269255822386 -0.0022578005946856773 0.0035734067506341324 -0.00064370173357287301 0.0061182595922887519 -0.0013346152759108416 0.0031119776385248469 0.0050841450395249874 0.0011552294840255503
leaf_weight=91 94 55 81 62 55 56 1816 69 68 115 64 53 52 70 56 83
leaf_count=91 94 55 81 62 55 56 1816 69 68 115 64 53 52 70 56 83
internal_value=0 0.00335451 0.00344545 0.00537226 0.00328066 0.00345954 0.00355584 0.000797474 -0.000388093 0.00346537 0.00206438 0.00359943 0.0017765 0.00119182 0.00364052 0.000194547
internal_weight=0 2709 2654 209 2445 2185 2104 231 137 2048 179 1869 260 205 118 135
internal_count=2940 2709 2654 209 2445 2185 2104 231 137 2048 179 1869 260 205 118 135
is_linear=0
shrinkage=0.0206272


Tree=2735
num_leaves=30
num_cat=0
split_feature=1 1 12 3 0 4 3 42 4 4 12 4 12 13 0 4 3 1 4 12 158 12 3 1 48 13 50 47 1
split_gain=78.9838 18.0383 10.9409 5.50482 4.58196 4.43281 3.62562 3.62616 3.54454 2.69545 2.05877 2.63958 5.4272 1.44194 1.41598 1.75938 1.29986 1.21325 2.11489 2.28061 1.03295 0.971162 0.933043 0.870138 0.840961 0.707685 1.06474 0.655845 0.386802
threshold=0.10398500000000001 0.13130500000000003 0.087255000000000013 0.093925000000000022 -0.076734999999999984 -0.072004999999999986 0.28833000000000003 0.086700000000000013 0.10516000000000002 0.046185000000000004 0.11549500000000001 -0.17568999999999999 0.08401500000000002 -0.010284999999999997 -0.037444999999999992 0.056815000000000011 -0.15041499999999997 0.086965000000000001 -0.0023699999999999997 0.087035000000000015 0.078875000000000015 0.088590000000000016 -0.054399999999999997 0.081720000000000015 0.087645000000000015 0.032645000000000007 0.090350000000000014 0.090515000000000026 0.11406500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 9 -5 7 -3 27 16 11 23 -13 20 15 -2 -1 22 19 -19 21 -11 24 -6 -18 26 -14 -4 -17
right_child=1 6 8 5 10 -7 -8 -9 -10 13 -12 12 25 -15 -16 28 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0031389552210213125 0.0010209187427445215 0.0014974359298537403 0.0028396218517107862 0.002547969462533804 0.0025933663958128297 0.0014323978255012992 0.00034125143327420936 0.00062115526759060655 0.0017739578319305334 0.0018249888729689194 0.0018676046637209995 0.0015384431979604287 0.002328511511669875 0.0028225974365628454 0.0018413241853506713 0.0017401967643439452 0.0027707835699754138 0.0019445219144078837 0.0030151224556731818 0.0025982299695713031 0.0025814585215252848 0.0023608646572265616 0.0031068613925519691 0.0031252727563804402 0.0024987230118428804 0.0027963782000512858 0.0027437111952870181 0.0024046597656959242 0.0014017016044592528
leaf_weight=65 87 84 68 58 52 60 81 73 56 53 56 59 218 52 58 55 937 61 64 163 60 61 63 52 107 52 68 52 60
leaf_count=65 87 84 68 58 52 60 81 73 56 53 56 59 218 52 58 55 937 61 64 163 60 61 63 52 107 52 68 52 60
internal_value=0 0.00147174 0.00181902 0.00258682 0.00261868 0.00198099 0.000835427 0.00109019 0.00237238 0.00269345 0.00239229 0.00245088 0.00234373 0.00240041 0.00144431 0.00133017 0.00273879 0.00272012 0.00255263 0.00242035 0.00227406 0.002112 0.00276367 0.00285961 0.00274293 0.0024842 0.00242734 0.00265139 0.00156386
internal_weight=0 674 436 2361 2243 118 238 157 176 1686 557 501 397 226 260 202 1460 1395 288 224 174 114 1107 104 1044 338 286 120 115
internal_count=3035 674 436 2361 2243 118 238 157 176 1686 557 501 397 226 260 202 1460 1395 288 224 174 114 1107 104 1044 338 286 120 115
is_linear=0
shrinkage=0.00287267


Tree=2736
num_leaves=32
num_cat=0
split_feature=12 3 43 12 12 16 13 43 13 13 43 124 49 16 3 16 13 3 3 13 483 16 43 155 133 13 13 3 3 16 13
split_gain=51.3143 13.9712 12.009 11.0524 5.12311 5.06925 4.803 3.32695 3.4438 3.22491 3.02072 2.2022 2.15692 2.19282 2.00086 1.52712 1.74891 1.24534 1.48084 2.24867 1.17559 1.0992 0.766507 2.08767 0.730538 0.736337 0.90108 0.672848 0.421267 0.23314 0.0955277
threshold=0.056995000000000011 0.28833000000000003 -0.031974999999999996 0.12701500000000002 0.093910000000000007 -0.50720999999999983 -0.090854999999999977 -0.095314999999999983 -0.0094049999999999984 -0.42246499999999992 0.0044550000000000006 -0.083229999999999985 0.036605000000000006 0.022165000000000004 0.088880000000000015 -0.16153499999999996 -0.11760499999999999 -0.080114999999999978 -0.093419999999999989 -0.011334999999999998 -0.091559999999999989 0.0030150000000000008 -0.055679999999999993 0.10389500000000002 -0.088154999999999983 0.11671500000000001 -0.065539999999999987 -0.083644999999999983 -0.07822999999999998 0.25032500000000008 -0.081464999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -6 -1 11 -3 12 -9 13 14 -7 27 -17 18 19 -18 -20 24 29 -24 -8 26 -26 -2 -19 -23 -30
right_child=3 9 5 -5 6 10 21 8 -10 -11 -12 -13 -14 -15 -16 16 17 28 20 -21 -22 22 23 -25 25 -27 -28 -29 30 -31 -32
leaf_value=0.002015440821431431 0.002775644895426508 0.001271359191164898 0.0015811679609739945 0.0016533198917198315 0.0016589585598686869 0.0026017594473120107 0.0030352113681383509 0.0019048894403536584 0.00067098278326294754 0.00025122817701528143 0.0018425354715050878 0.0011133026854194916 0.0031382295804067328 0.0029025098443053957 0.0018264522291822341 0.0034566112343169843 0.0021722475218375094 0.0024922801216632454 0.0034238790371174913 0.0029105368173352134 0.0029425310532637007 0.0027705000769712848 0.0018190353334157367 0.0026992281227522525 0.0028745450753395719 0.0029764030440079781 0.0024579215629155649 0.0023076138591079601 0.0028891027433976956 0.0025058905356657897 0.0026925552352156843
leaf_weight=83 59 71 72 90 55 68 64 76 63 52 57 62 63 75 62 53 61 91 53 118 856 56 53 52 74 60 166 63 52 91 64
leaf_count=83 59 71 72 90 55 68 64 76 63 52 57 62 63 75 62 53 61 91 53 118 856 56 53 52 74 60 166 63 52 91 64
internal_value=0 0.00180531 0.00197955 0.0027217 0.0027666 0.00232894 0.00254103 0.00149102 0.0012743 0.000840354 0.0024945 0.00154949 0.00263304 0.00247763 0.00223225 0.00286954 0.00289986 0.00287705 0.00291941 0.00265913 0.00297063 0.00261973 0.00246053 0.00225526 0.00272986 0.00266461 0.00258652 0.00253423 0.00265421 0.00260692 0.00278095
internal_weight=0 804 681 2231 2141 397 671 284 201 123 325 138 268 205 130 1470 1348 1295 1088 179 909 616 252 105 364 300 240 122 207 147 116
internal_count=3035 804 681 2231 2141 397 671 284 201 123 325 138 268 205 130 1470 1348 1295 1088 179 909 616 252 105 364 300 240 122 207 147 116
is_linear=0
shrinkage=0.00310948


Tree=2737
num_leaves=17
num_cat=0
split_feature=1 132 149 1375 1 39 3 3 16 16 3 1 12 12 43 42
split_gain=2.67563 1.19087 1.44419 1.28838 1.27388 1.01383 0.842335 0.822286 1.25332 1.88257 1.07003 1.06732 2.14649 1.23303 0.356241 0.213512
threshold=0.13662500000000002 0.082230000000000011 0.079475000000000004 -0.16449999999999998 0.086470000000000005 0.10189000000000001 0.28833000000000003 -1.0000000180025095e-35 -0.029134999999999998 0.18879500000000002 0.12168500000000002 0.080320000000000016 0.085075000000000026 0.080635000000000012 -0.087844999999999993 0.081180000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 14 7 -2 11 10 -10 -9 13 -13 -5 -3 -16
right_child=6 4 -4 5 -6 -7 -8 8 9 -11 -12 12 -14 -15 15 -17
leaf_value=-9.9177745987666241e-05 0.001817229630699543 0.0018122414882004881 0.0070230245278824644 0.0069836845624238328 -0.00060670885045045948 0.0006139722572734822 -0.0013996401346176917 0.0047180322794037497 0.0093867409467388776 0.0040160187196856389 0.0011526767951698517 0.00071038949860182938 0.0034605734450420434 0.0036635335872273267 0.0048294109809709201 0.0027947707747476304
leaf_weight=52 100 88 60 61 74 61 73 123 59 80 68 199 568 1260 52 57
leaf_count=52 100 88 60 61 74 61 73 123 59 80 68 199 568 1260 52 57
internal_value=0 0.00337664 0.003527 0.00344402 0.00193821 0.00351845 0.000458417 0.00359162 0.00465009 0.00629743 0.00344996 0.00342421 0.00274735 0.00381703 0.00289541 0.00376766
internal_weight=0 2862 2591 2531 271 2479 173 2418 330 139 191 2088 767 1321 197 109
internal_count=3035 2862 2591 2531 271 2479 173 2418 330 139 191 2088 767 1321 197 109
is_linear=0
shrinkage=0.0227741


Tree=2738
num_leaves=22
num_cat=0
split_feature=1 44 48 1 13 3 43 13 48 12 42 13 13 13 484 12 16 48 1 16 48
split_gain=1.89494 1.65853 1.22003 1.06055 0.831484 1.45997 1.2929 1.61821 1.08679 0.994174 1.93049 0.968073 1.13086 0.837731 0.843565 0.831005 0.765086 0.682767 1.12271 0.590637 0.305913
threshold=0.14860500000000001 1.0000000180025095e-35 0.093350000000000002 0.11869500000000001 -0.070774999999999991 0.11269500000000002 0.12394500000000001 -0.089024999999999979 -0.032929999999999994 0.081320000000000017 0.083595000000000017 -0.049994999999999991 -0.059629999999999996 -0.086944999999999981 -0.081614999999999979 -0.086254999999999984 -0.10750499999999999 0.11904500000000003 0.079440000000000024 -0.085644999999999985 0.10255000000000002
decision_type=2 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 6 8 7 9 -6 16 -11 12 -10 19 -15 -13 -1 18 20 -9 -4
right_child=-2 -3 3 -5 5 -7 -8 13 11 10 -12 15 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0018907525299381037 -0.0010998972802860319 0.0081012352195856188 0.0047825932200730977 -0.0017203013993751712 -7.8912905073804686e-05 -0.0014585419778842331 0.0077327507242004358 0.004668792000174205 0.0028605787263837538 -0.0032900110088384285 0.0026123921050026978 0.00070327486060172849 -0.0019503542859672352 0.0020402171947210908 0.0046040760147567144 0.0038747928904713171 0.0063983529987638628 0.0051884335406087705 -0.0013792150765250494 0.0088323908193895691 0.0018875869056398241
leaf_weight=55 75 56 53 60 74 54 68 52 136 57 170 68 52 122 533 1057 62 53 63 54 61
leaf_count=55 75 56 53 60 74 54 68 52 136 57 170 68 52 122 533 1057 62 53 63 54 61
internal_value=0 0.00336545 0.00327403 0.00156379 0.00346365 0.0030161 0.00401319 0.00378403 0.00319053 0.00220221 0.00112899 0.00337502 0.00152832 0.00449868 0.00412699 0.00368336 0.00428193 0.0024218 0.00159169 0.00679267 0.00323611
internal_weight=0 2960 2904 290 2614 1441 1173 1105 1387 344 227 1313 188 761 655 1125 117 230 177 106 114
internal_count=3035 2960 2904 290 2614 1441 1173 1105 1387 344 227 1313 188 761 655 1125 117 230 177 106 114
is_linear=0
shrinkage=0.0277614


Tree=2739
num_leaves=16
num_cat=0
split_feature=3 4 3 3 4 475 1375 49 1 3 0 15 157 49 0
split_gain=1.5132 0.80159 1.36203 1.44122 1.07947 0.931778 0.982651 0.921395 0.919457 1.09882 0.871823 0.625923 1.50434 0.647395 0.312375
threshold=0.3148450000000001 0.31392000000000003 0.12745000000000004 0.10265000000000001 0.42642000000000008 -0.079029999999999975 -0.067914999999999989 -0.011914999999999999 0.11744000000000002 -0.0048549999999999991 -0.092344999999999983 -0.011749999999999998 -0.077764999999999987 0.088805000000000009 -0.041534999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 7 -7 -1 9 -8 -6 13 -13 -9 -12
right_child=-2 4 -4 -5 10 6 8 11 -10 -11 14 12 -14 -15 -16
leaf_value=0.0068367452652571365 -0.00064831902710049997 -0.00097016415439986424 0.0058769558603740963 -0.0015936350618258115 0.0049830865171795798 -0.00095445653042858583 0.0025602135172713438 0.0056891244021087589 0.00012590113178169318 0.0048855394492656095 -0.00029890185553692729 -0.0011549632680636212 0.0047624471431847058 0.0023075057280662762 0.0024949720496737649
leaf_weight=61 97 93 88 52 59 52 1919 97 94 144 53 55 58 61 52
leaf_count=61 97 93 88 52 59 52 1919 97 94 144 53 55 58 61 52
internal_value=0 0.00260524 0.00273648 0.0026298 0.00123502 0.00271634 0.0025256 0.00398461 0.00260962 0.00272266 0.00248719 0.00334161 0.00187987 0.0043853 0.00108212
internal_weight=0 2938 2681 2593 257 2541 2209 332 2157 2063 164 271 113 158 105
internal_count=3035 2938 2681 2593 257 2541 2209 332 2157 2063 164 271 113 158 105
is_linear=0
shrinkage=0.0256473


Tree=2740
num_leaves=27
num_cat=0
split_feature=1 1 1 12 12 13 47 12 43 4 0 52 16 0 14 0 4 4 160 16 0 16 124 13 4 13
split_gain=96.6519 14.6513 12.1157 11.5559 10.676 5.63698 4.47731 3.8231 3.3611 2.0874 3.69846 1.91621 2.87409 1.80108 1.55334 1.6914 1.64265 1.51653 1.74595 1.26461 1.0654 0.979538 0.947232 0.736265 0.692198 0.239173
threshold=0.10932500000000002 0.12313000000000002 0.092845000000000025 0.089585000000000012 0.089855000000000004 -1.0000000180025095e-35 0.085585000000000008 0.095775000000000013 -0.062434999999999997 0.020110000000000006 -0.049474999999999998 -0.062309999999999997 -0.40885499999999991 -0.080634999999999984 0.073890000000000011 -0.12851999999999997 0.0049450000000000006 -0.0065849999999999997 -0.019279999999999995 -0.093874999999999986 -0.084514999999999993 -0.076589999999999978 -0.085174999999999987 -0.079804999999999987 -0.077999999999999986 -0.046389999999999994
decision_type=2 2 2 2 2 2 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 8 5 22 11 14 -2 10 20 -3 -13 -6 15 -1 17 18 -17 -18 -9 -22 -4 -19 -15 -23
right_child=1 6 4 -5 13 -7 -8 9 -10 -11 -12 12 -14 24 -16 16 19 23 -20 -21 21 25 -24 -25 -26 -27
leaf_value=0.0021196567848743037 0.00039549109725524947 -0.00018374545654290385 0.0012276604798059068 0.0023180400712761217 0.0019232673398454055 0.0019361701490072675 0.0011317760079443103 0.0028557438222582688 0.0013232483488391158 0.0018102262633580498 0.0015924264370151258 0.00015507908079239187 0.0010135125848509466 0.0028285166815036999 0.0029129567329768515 0.0023145226957469126 0.0024831122129772704 0.0026704043281577622 0.0025879995657304084 0.0019698740378093853 0.0027076459300670861 0.0023829829559636221 0.00067099006990558479 0.0030764057758700721 0.0023963344149436185 0.0021128598181600219
leaf_weight=101 56 59 55 93 58 98 73 52 93 99 52 102 53 52 85 284 95 114 816 80 54 53 55 64 98 76
leaf_count=101 56 59 55 93 58 98 73 52 93 99 52 102 53 52 85 284 95 114 816 80 54 53 55 64 98 76
internal_value=0 0.000949391 0.00235865 0.00149112 0.00189376 0.00141459 0.000492491 0.00245414 0.000974775 0.00218592 0.0023154 0.000274268 0.000448814 0.00237277 0.00251729 0.00249563 0.00252174 0.00255911 0.00251742 0.00224867 0.00247525 0.00236695 0.000949615 0.00281656 0.00254637 0.00222409
internal_weight=0 529 2441 242 416 208 287 2025 149 386 287 214 155 208 1639 1554 1453 1278 1100 175 235 183 110 178 150 129
internal_count=2970 529 2441 242 416 208 287 2025 149 386 287 214 155 208 1639 1554 1453 1278 1100 175 235 183 110 178 150 129
is_linear=0
shrinkage=0.00298873


Tree=2741
num_leaves=17
num_cat=0
split_feature=1 12 150 14 13 156 52 475 2 43 156 13 16 16 16 2
split_gain=2.45456 2.4622 1.03568 1.11704 1.11124 0.843555 0.96978 1.06986 1.03946 1.09647 0.949572 0.831881 0.745816 0.693468 0.500255 0.442255
threshold=0.12019000000000001 -0.11319999999999998 0.088985000000000009 -0.10523499999999998 -0.086304999999999979 0.091235000000000024 -0.53896499999999992 -0.087994999999999976 0.093320000000000014 0.084740000000000024 0.085860000000000006 -0.0083299999999999989 0.41326000000000002 0.058455000000000007 -0.42170999999999997 0.13913500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 6 -5 -8 10 -10 -9 -6 -7 14 -3 -16
right_child=1 13 4 5 11 12 7 8 9 -11 -12 -13 -14 -15 15 -17
leaf_value=0.0058201799838918881 0.004544505702074899 0.00013056007427094643 -0.0019848313996466299 0.00539379418425401 0.0035722240084350766 -0.00036465177719323204 -0.00070405396717177881 0.002949018831782637 0.0014552907971565128 0.0042087806154504828 0.0060215745883236693 0.00021182930923018935 0.0028629511036363281 0.0013549799045338513 -0.003749937511991049 -0.00081295729483628202
leaf_weight=63 64 74 53 75 86 96 52 1412 503 97 59 80 69 71 61 55
leaf_count=63 64 74 53 75 86 96 52 1412 503 97 59 80 69 71 61 55
internal_value=0 0.000379245 0.00256216 0.00270309 0.000999824 0.00261988 0.0027426 0.00264882 0.00273313 0.00190086 0.00307243 0.00195428 0.00098354 -0.000641153 -0.00138841 -0.00235958
internal_weight=0 325 2645 2426 219 2363 2198 2123 2071 600 1471 166 165 261 190 116
internal_count=2970 325 2645 2426 219 2363 2198 2123 2071 600 1471 166 165 261 190 116
is_linear=0
shrinkage=0.0236941


Tree=2742
num_leaves=23
num_cat=0
split_feature=2 12 2 12 2 2 11 39 2 14 16 16 475 43 16 52 52 475 43 2 52 52
split_gain=42.612 23.7471 6.95912 5.84617 5.07144 5.00446 4.75972 2.62715 3.14639 2.48819 3.2689 2.38835 2.25143 2.17415 2.08292 1.65628 1.46289 1.16307 1.01527 0.600942 0.52503 0.691669
threshold=0.12414000000000001 -0.012249999999999999 0.099965000000000012 0.087470000000000006 -1.0000000180025095e-35 0.094155000000000016 0.085155000000000022 0.098380000000000009 0.14253500000000002 0.076450000000000004 -0.18817999999999999 -0.090964999999999976 -0.087994999999999976 -0.078844999999999985 0.41134500000000007 -0.074359999999999996 -1.0000000180025095e-35 -0.065099999999999977 0.057215000000000009 0.15806500000000004 0.0030150000000000008 -0.41694999999999993
decision_type=2 2 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 15 11 -6 9 8 16 10 -3 -1 -12 -7 -14 -4 -2 -5 20 -10 21 -19
right_child=7 2 3 17 5 13 -8 -9 19 -11 12 -13 14 -15 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.00022971243394904193 0.00082584345855451504 0.0014726228914288745 0.0015756361611054997 0.0022236247008093745 0.0021055505951462629 0.00072323804649982479 0.0011563832894259153 0.00018601784272646678 0.00072584883979041231 0.0025154929278783625 0.0015518578473056887 0.0010111345498040546 0.0020678363772917373 0.0014932289088389189 0.0015033170877717891 0.00095740185633137439 0.0014731939400260501 0.0017521181674490277 0.0021076129884249552 0.00031660768024580576 0.0018425984239755998 0.0012952859752065546
leaf_weight=58 52 89 52 53 54 65 52 63 54 78 76 67 1593 53 54 103 60 55 52 61 74 52
leaf_count=58 52 89 52 53 54 65 52 63 54 78 76 67 1593 53 54 103 60 55 52 61 74 52
internal_value=0 0.00183212 0.00192573 0.001606 0.00108095 0.00139483 0.00199832 0.000695461 0.000836716 0.00202147 0.00200019 0.000648795 0.00202742 0.00106934 0.00204935 0.001165 0.00117291 0.0018449 0.00175863 0.000509035 0.0016582 0.00153039
internal_weight=0 2680 2383 441 297 172 1942 290 227 1890 1812 125 1723 118 1647 155 112 286 233 115 181 107
internal_count=2970 2680 2383 441 297 172 1942 290 227 1890 1812 125 1723 118 1647 155 112 286 233 115 181 107
is_linear=0
shrinkage=0.00281635


Tree=2743
num_leaves=25
num_cat=0
split_feature=1 52 123 12 1 2 150 3 13 13 157 14 3 0 4 52 52 40 3 13 4 13 3 2
split_gain=65.9187 15.4612 9.99531 5.43691 8.75698 4.30322 2.86064 2.6146 3.4775 2.38867 2.3182 2.15732 2.74576 1.79094 2.08951 1.67987 1.93677 1.38479 1.11036 1.00707 0.941364 0.608972 0.58093 0.386265
threshold=0.10442000000000001 -0.24841999999999997 1.0000000180025095e-35 0.089585000000000012 0.12200500000000002 0.093320000000000014 0.09833500000000002 0.085880000000000012 -0.27740999999999993 -0.0093249999999999982 -0.0048549999999999991 0.056865000000000006 -0.115685 -0.034759999999999992 -0.0096349999999999977 0.047345000000000005 -0.08403999999999999 -0.062739999999999976 -0.078884999999999997 0.055610000000000007 -0.085669999999999982 0.016935000000000002 0.41110500000000005 0.097605000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 7 -5 6 11 9 22 17 18 12 -1 14 21 16 -16 -3 -7 20 -14 23 -9 -12
right_child=1 3 -4 4 -6 10 -8 8 -10 -11 13 -13 19 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0016803654662527136 0.0022063039366281558 0.00090480337283687143 0.0011699242448756414 0.0020412083138651319 0.00053161373057054721 0.0026862675902853167 0.0017048525237204702 0.0003430710344139151 0.0013484986735062222 -1.1985345665114577e-05 0.0021269103160610867 0.0027701697875037652 0.0025291423346757817 0.0015038470629958026 0.0019454710257427619 0.0020580901362044356 0.0012006937264697605 0.00027587822652545087 0.002054592523272883 0.0019885064633255278 0.0022765628506810917 0.0019183968963457424 0.00078251932595814347 0.0024553653701189031
leaf_weight=74 89 85 98 78 66 52 85 60 92 75 66 80 160 101 59 101 73 53 53 100 1088 56 53 73
leaf_count=74 89 85 98 78 66 52 85 60 92 75 66 80 160 101 59 101 73 53 53 100 1088 56 53 73
internal_value=0 0.00102551 0.00212343 0.000838459 0.00134954 0.00216549 0.00225044 0.000662316 0.000908218 0.000425497 0.0019528 0.00228129 0.00225377 0.00187038 0.0019568 0.00176123 0.00153383 0.000663496 0.00236773 0.00228522 0.00230897 0.00219032 0.000549472 0.00229964
internal_weight=0 651 2319 562 144 2221 1587 418 205 213 634 1502 1422 529 428 233 132 138 105 1348 1248 195 113 139
internal_count=2970 651 2319 562 144 2221 1587 418 205 213 634 1502 1422 529 428 233 132 138 105 1348 1248 195 113 139
is_linear=0
shrinkage=0.0030485


Tree=2744
num_leaves=24
num_cat=0
split_feature=1 1 16 123 42 51 16 51 16 16 16 16 42 1 48 1 1 16 13 131 48 13 42
split_gain=59.0784 11.1223 8.80432 5.30667 2.4983 2.2361 3.41063 1.99006 1.96806 3.12625 1.12772 1.17477 1.09752 1.27513 1.27016 1.69256 2.96993 1.45947 1.28621 1.1882 1.31004 0.788308 0.227386
threshold=0.10442000000000001 0.12313000000000002 0.12992000000000004 1.0000000180025095e-35 0.073240000000000013 0.080080000000000026 -0.23389999999999997 -0.40444499999999994 -0.40430999999999989 -0.49353499999999995 -0.065894999999999981 0.073820000000000011 0.12334500000000002 0.089245000000000005 0.093225000000000016 1.0000000180025095e-35 0.080320000000000016 -0.071704999999999991 -0.077274999999999996 0.08518000000000002 0.083540000000000017 -0.051009999999999993 0.090045000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 5 6 -2 -1 9 -3 -10 -12 13 14 15 17 -17 -9 -16 20 21 -15 -21
right_child=1 8 -4 -5 -6 -7 -8 12 10 -11 11 -13 -14 19 18 16 -18 -19 -20 22 -22 -23 -24
leaf_value=0.0016584882774643582 0.0012586285717875382 0.00092173263418020887 0.0022732724972919973 0.0014641157732366154 0.0016048393677860859 0.0015312603239239768 0.000348597361189363 0.0022621436828096065 0.0012677518589869667 2.2965272633881587e-05 0.00046082427777432587 0.0010452359741755656 0.001777799474831666 0.0017534797748457475 0.0022110466827382149 0.0029803931598970704 0.0022697624903281069 0.0020704727678006311 0.0016245345453664668 0.002399173688080868 0.0015393038581498911 0.0021280085952199122 0.0021382586143606592
leaf_weight=68 72 60 84 98 95 53 60 666 54 63 52 58 62 65 59 58 246 611 61 52 59 151 63
leaf_count=68 72 60 84 98 95 53 60 666 54 63 52 58 62 65 59 58 246 611 61 52 59 151 63
internal_value=0 0.0011462 0.00147316 0.00210646 0.00123301 0.00104191 0.000845206 0.00213479 0.000731415 0.000461633 0.000933569 0.000769242 0.00214982 0.00216084 0.00219434 0.00221566 0.00240544 0.00217046 0.00191315 0.00201465 0.0019134 0.00201544 0.0022565
internal_weight=0 651 364 2319 280 185 132 2221 287 123 164 110 2153 2091 1701 1581 304 1277 120 390 275 216 115
internal_count=2970 651 364 2319 280 185 132 2221 287 123 164 110 2153 2091 1701 1581 304 1277 120 390 275 216 115
is_linear=0
shrinkage=0.00281635


Tree=2745
num_leaves=11
num_cat=0
split_feature=10 9 13 14 1420 1184 13 130 4 4
split_gain=3.62353 1.09113 1.32726 1.34679 0.791395 0.753048 0.986072 1.30528 0.984987 0.381978
threshold=1.0000000180025095e-35 -0.01257 -0.17030499999999998 0.082295000000000021 -0.083279999999999979 1.0000000180025095e-35 0.099195000000000019 -0.050984999999999996 -0.085594999999999991 0.0072100000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 -4 6 8 -8 -6 -3
right_child=-2 2 3 -5 5 -7 7 -9 -10 -11
leaf_value=0.0060895931572603496 -0.0022552884736694204 -0.00088885830892464776 0.0057316831278270575 0.0066525383400188078 0.0039524755940493778 0.005596528333811605 0.0044068232041999597 2.398473263997398e-05 0.0025324369005468809 0.00161565060230735
leaf_weight=58 91 72 52 54 351 52 54 176 1954 76
leaf_count=58 91 72 52 54 351 52 54 176 1954 76
internal_value=0 0.00273888 0.00267039 0.00279531 0.00271628 0.00265557 0.00259514 0.00105414 0.00274879 0.000395463
internal_weight=0 2899 2841 2693 2639 2587 2535 230 2305 148
internal_count=2990 2899 2841 2693 2639 2587 2535 230 2305 148
is_linear=0
shrinkage=0.0246514


Tree=2746
num_leaves=29
num_cat=0
split_feature=4 12 2 2 2 4 12 2 10 11 2 0 150 4 2 52 16 52 4 0 16 13 4 0 52 12 13 13
split_gain=189.707 49.0825 28.3493 16.0562 10.5764 8.4805 5.40217 5.29449 5.91223 4.83765 4.7255 4.14393 4.11251 3.3848 2.64106 2.44843 1.91542 1.48903 1.14187 1.09868 3.32152 0.968291 0.744989 0.674887 0.605544 0.586937 0.300973 0.165591
threshold=0.31392000000000003 0.056995000000000011 0.10859000000000001 -0.007134999999999999 0.123795 -0.082619999999999985 0.093125000000000013 0.14019000000000004 1.0000000180025095e-35 1.0000000180025095e-35 0.092155000000000015 -0.11167499999999998 0.088690000000000005 0.020110000000000006 0.11523000000000001 -0.046194999999999993 -0.074029999999999999 -0.014264999999999998 -0.082619999999999985 -0.060094999999999989 0.41221000000000008 -0.065239999999999979 -0.084854999999999986 -0.083844999999999989 -0.00087999999999999992 0.098785000000000012 -0.009244999999999998 -0.0073899999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -5 9 8 14 11 17 -3 15 16 -2 -4 22 -7 24 21 -21 -18 -8 -20 -13 -15 -24 -16
right_child=7 4 12 5 -6 10 13 -9 -10 -11 -12 18 -14 25 27 -17 19 -19 23 20 -22 -23 26 -25 -26 -27 -28 -29
leaf_value=0.0086112872116779326 0.0087088223205263847 0.009706254492765241 0.0082771376005494092 0.010806220927292064 0.0092808255169636675 0.0098790427463852741 0.010838960305918369 0.0071547843327772233 0.0072057612645402462 0.011137768237038914 0.0092944280783425863 0.01035771028646118 0.0077418997673645547 0.0099596715884385373 0.0078555740024633895 0.0091233199670507498 0.010458766119958921 0.010527481590059255 0.010500989707470477 0.0094024900407564654 0.010421177656127063 0.01009983025374106 0.010555611944484093 0.010330488748246455 0.010709537044591396 0.0095588507203839268 0.010236083543339313 0.0081145246985590523
leaf_weight=74 71 60 56 98 74 73 52 79 57 92 94 56 53 72 53 60 125 53 541 54 54 144 66 353 247 64 57 58
leaf_count=74 71 60 56 98 74 73 52 79 57 92 94 56 53 72 53 60 125 53 541 54 54 144 66 353 247 64 57 58
internal_value=0 0.0101507 0.00939484 0.00981931 0.0103515 0.0101003 0.0103904 0.00780312 0.0080173 0.0104968 0.00978575 0.0104499 0.00841007 0.0101818 0.00827129 0.00871508 0.0102829 0.010152 0.0104871 0.0101652 0.00991212 0.0102667 0.0105361 0.0104337 0.0106446 0.00977128 0.0104078 0.00799116
internal_weight=0 2672 561 392 2111 318 2037 318 239 1349 220 1257 169 688 182 116 552 126 1197 377 108 269 175 894 303 136 123 111
internal_count=2990 2672 561 392 2111 318 2037 318 239 1349 220 1257 169 688 182 116 552 126 1197 377 108 269 175 894 303 136 123 111
is_linear=0
shrinkage=0.00287267


Tree=2747
num_leaves=20
num_cat=0
split_feature=4 3 39 14 12 4 4 12 13 3 43 3 4 16 43 133 42 42 16
split_gain=75.297 24.3016 13.7911 7.35867 4.77177 5.7028 6.14753 4.39374 4.37886 3.3619 3.00051 3.86853 1.87822 2.01327 1.79834 1.76926 1.2537 1.16692 1.13409
threshold=0.31392000000000003 0.28833000000000003 0.0047850000000000011 0.073890000000000011 0.056995000000000011 -0.17568999999999999 -0.0023699999999999997 0.092900000000000024 -0.014114999999999997 0.088880000000000015 -0.049364999999999992 0.13772500000000001 0.061835000000000008 -0.074029999999999999 -0.085594999999999991 0.085475000000000009 0.09901500000000002 0.091485000000000025 -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 2 3 4 5 -1 -7 16 -4 -8 15 18 13 -9 -10 -2 17 -6 -12
right_child=10 -3 8 -5 7 6 9 12 14 -11 11 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0031555802422356645 0.0004795678071365191 0.00088477268935114879 0.002610498234121056 0.00376598478717573 0.0030527634567507618 0.0014960208325720818 0.0031911073235244745 0.0030841728846938339 0.0020678654622609629 0.0021610039030071906 0.0019947587657544565 0.00082618104200550785 0.0023528521693220545 0.0026990921604536778 0.0012975470898093215 0.0012322150983578885 0.0034816492802531083 0.0026462518429317002 0.0014021662184059236
leaf_weight=91 66 62 87 96 1141 73 57 187 60 67 78 65 101 455 58 56 63 74 53
leaf_count=91 66 62 87 96 1141 73 57 187 60 67 78 65 101 455 58 56 63 74 53
internal_value=0 0.00280957 0.00285528 0.00292131 0.00288618 0.00251093 0.00221298 0.00293963 0.00208053 0.00263479 0.00120879 0.00144732 0.00274903 0.00281131 0.00168952 0.000825317 0.00305042 0.00302803 0.00175526
internal_weight=0 2672 2610 2405 2309 288 197 2021 205 124 318 196 743 642 118 122 1278 1215 131
internal_count=2990 2672 2610 2405 2309 288 197 2021 205 124 318 196 743 642 118 122 1278 1215 131
is_linear=0
shrinkage=0.00310948


Tree=2748
num_leaves=28
num_cat=0
split_feature=4 12 13 43 43 15 4 13 13 43 12 16 16 4 42 42 52 43 42 160 43 133 12 42 13 52 15
split_gain=80.6432 23.0719 12.4497 8.42292 5.02975 4.79929 3.57156 3.39629 2.89286 5.62685 2.72345 2.47586 2.23171 2.1778 1.65275 1.46909 1.4225 1.89369 1.06812 1.00995 1.00177 0.893673 1.06116 0.796935 0.737151 0.717128 0.651189
threshold=0.31392000000000003 0.056995000000000011 -0.27740999999999993 -0.031974999999999996 -0.095049999999999982 0.13592500000000005 -0.082619999999999985 -0.0096349999999999977 -0.36115499999999995 -1.0000000180025095e-35 0.093125000000000013 -0.0092499999999999978 0.0097750000000000007 -0.011869999999999999 0.098205000000000015 0.10077000000000001 -0.54340999999999984 -0.066724999999999993 0.092860000000000012 -0.54243999999999992 -0.083349999999999994 -0.037434999999999989 0.10742000000000002 0.094350000000000003 -0.015454999999999998 -0.014264999999999998 -0.42443999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 10 -5 -6 -2 14 15 25 13 21 -10 18 -14 23 19 -3 -21 -12 -23 -18 -15 -8 -11
right_child=8 5 3 6 7 -7 11 -9 9 26 12 -13 16 24 -16 -17 17 -19 -20 20 -22 22 -24 -25 -26 -27 -28
leaf_value=0.0010731064134575929 0.00061390515519521582 0.0034271577758126963 0.0025859069084241859 0.0031892583981491013 0.0020185848266046566 0.0021435980253991329 0.0024774697628829152 0.0010221212492557575 0.0006471024660836312 0.0020513495038950338 0.0034380634033160302 0.0020116743172020014 0.002999354393445253 0.0028753654555736651 0.0013048824013326818 0.0034554355725648178 0.0024375288730320659 0.0021361472744383264 0.0026239847016723814 0.0031611773932018893 0.0029697522776523798 0.0029130085146473364 0.0033867899789638183 0.0029063057985796799 0.0024563656552823291 0.002897577765097162 0.0016283821810029377
leaf_weight=65 52 58 68 101 68 62 62 52 73 53 57 60 65 74 60 74 54 78 55 341 809 178 54 78 74 85 80
leaf_count=65 52 58 68 101 68 62 62 52 73 53 57 60 65 74 60 74 54 78 55 341 809 178 54 78 74 85 80
internal_value=0 0.00280816 0.00227975 0.00243782 0.0019485 0.00294858 0.00273639 0.00158704 0.00124708 0.00137074 0.00297292 0.00251527 0.00282594 0.00295662 0.000944081 0.00305117 0.00261814 0.0025 0.00302746 0.0030458 0.00302654 0.00310531 0.00302342 0.00271477 0.00266608 0.0027206 0.00179717
internal_weight=0 2672 561 496 188 2111 308 120 318 266 2049 207 712 437 133 1337 275 210 1263 1208 1150 289 232 132 148 147 133
internal_count=2990 2672 561 496 188 2111 308 120 318 266 2049 207 712 437 133 1337 275 210 1263 1208 1150 289 232 132 148 147 133
is_linear=0
shrinkage=0.00293013


Tree=2749
num_leaves=18
num_cat=0
split_feature=4 448 147 15 15 4 130 483 52 43 15 133 43 42 4 15 0
split_gain=2.40473 1.48644 1.41927 1.06343 1.11617 1.63186 1.24073 1.08733 1.23455 0.987081 1.37411 0.976415 0.896636 1.19798 1.00564 0.672859 0.513301
threshold=0.31392000000000003 -0.079254999999999978 1.0000000180025095e-35 -0.14465499999999995 0.039965000000000007 -0.14345499999999997 -0.0009549999999999999 0.10610000000000001 0.098580000000000015 -1.0000000180025095e-35 -0.16749999999999998 0.085475000000000009 -0.0035149999999999995 0.11517500000000001 -0.077654999999999988 -0.45371999999999996 -0.12368999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 16 6 -6 -5 8 -8 11 15 -2 13 -7 -14 -11 -3
right_child=9 2 -4 4 5 12 7 -9 -10 10 -12 -13 14 -15 -16 -17 -18
leaf_value=0.0078870591846687491 -0.0013655429270591662 0.0078265176228564624 0.00080840560605205522 0.00046610934842275888 0.0079218924731114509 0.0045237355748813076 0.0039264398417593119 0.0070715702295126174 0.0019036854591150778 0.0026122735786145435 -0.00014905481248374226 0.0027361297570949201 0.002152605317227304 0.0080418355216834679 0.0046269157090032074 0.0060070420569498413 0.0050093570916786368
leaf_weight=58 76 57 74 70 76 599 946 52 207 64 53 57 186 60 184 68 103
leaf_count=58 76 57 74 70 76 599 946 52 207 64 53 57 186 60 184 68 103
internal_value=0 0.0041307 0.00404726 0.00414152 0.00401549 0.00456746 0.00353693 0.00371511 0.00356351 0.00194951 0.003069 0.000390415 0.00431946 0.00484443 0.00338376 0.00436301 0.00601455
internal_weight=0 2672 2614 2540 2380 1105 1275 1205 1153 318 185 133 1029 659 370 132 160
internal_count=2990 2672 2614 2540 2380 1105 1275 1205 1153 318 185 133 1029 659 370 132 160
is_linear=0
shrinkage=0.0236941


Tree=2750
num_leaves=35
num_cat=0
split_feature=1 12 2 12 4 12 13 11 15 15 4 0 2 49 43 2 1 12 0 12 0 4 48 49 4 43 0 0 0 0 1 43 13 0
split_gain=106.668 22.6923 17.1406 9.45887 8.87434 6.36728 5.66037 4.04233 7.31853 3.7182 3.92905 3.87068 3.02341 2.71417 2.59525 2.44669 3.2272 2.07484 2.07328 1.80383 1.51698 1.39248 0.777453 0.720967 0.68165 0.563123 0.51374 0.509289 1.00812 0.698012 0.322727 0.226492 0.226524 0.178917
threshold=0.10404000000000001 0.087605000000000002 0.11504500000000002 0.056995000000000011 0.51326500000000019 0.099980000000000013 -0.0015099999999999998 1.0000000180025095e-35 0.039965000000000007 -0.11532999999999999 -0.47860499999999995 -0.053169999999999995 0.08895500000000002 -0.0073549999999999996 -0.00088499999999999983 0.087665000000000007 0.088035000000000016 0.09227500000000001 -0.050704999999999993 0.10830500000000001 -0.099244999999999986 0.018150000000000003 0.078735000000000013 0.09721500000000001 0.0051950000000000008 -0.070104999999999987 -0.084044999999999995 -0.087649999999999992 -0.089949999999999988 -0.086834999999999982 0.11181500000000001 -0.0048749999999999991 0.0048350000000000008 -0.080944999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 19 9 6 7 13 12 -9 -1 -11 15 26 -2 22 -12 -17 -16 23 30 -8 -15 24 25 -14 -7 27 28 -5 -29 -3 32 -28 -33
right_child=1 2 -4 5 -6 18 20 8 -10 10 11 -13 14 21 17 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 31 29 -30 -31 -32 33 -34 -35
leaf_value=0.0027533490093583825 0.00021620409473415244 0.0024127376958628945 0.00060217593231421047 0.0027540413028780755 -7.2935599425785313e-05 0.0025466891329380768 0.0011523239560085217 0.0025111300330505431 0.0039688853363327786 0.0026090070343174998 0.002300530240077185 0.0010072715000976056 0.0026711249025856074 0.00053331582852234147 0.0015603979568918009 0.0021246839269038666 0.0010843200440440535 0.0023299347565181798 0.0016069372814421742 0.0019269143626326674 0.0017892733348084991 0.0011543506673276161 0.0021916936919642062 0.0019498067484070298 0.0023674001720298773 0.0022030897119890741 0.002675191133754216 0.003092586994912092 0.0023554283036974358 0.0027406167863191487 0.0027398521093781178 0.0023390488792316552 0.002452716760460427 0.0025929825292132186
leaf_weight=52 82 52 68 201 97 77 80 72 54 55 85 53 215 54 52 55 52 80 54 54 58 81 57 53 99 102 246 67 81 228 63 53 54 56
leaf_count=52 82 52 68 201 97 77 80 72 54 55 85 53 215 54 52 55 52 80 54 54 58 81 57 53 99 102 246 67 81 228 63 53 54 56
internal_value=0 0.00112078 0.00186992 0.00246468 0.000727909 0.00254807 0.000946821 0.00262095 0.00313614 0.00201421 0.00188599 0.00172354 0.00257733 0.000645595 0.00238818 0.0019211 0.00161938 0.00202703 0.00213643 0.00237982 0.00142026 0.000906173 0.00251659 0.00225954 0.00257547 0.00235107 0.00267379 0.00273226 0.00263966 0.00282066 0.00259222 0.00259124 0.00263525 0.0024698
internal_weight=0 689 237 2253 452 1901 355 1615 126 352 300 245 1489 217 503 192 107 132 286 169 138 135 371 232 314 179 986 577 282 295 115 409 300 109
internal_count=2942 689 237 2253 452 1901 355 1615 126 352 300 245 1489 217 503 192 107 132 286 169 138 135 371 232 314 179 986 577 282 295 115 409 300 109
is_linear=0
shrinkage=0.00298873


Tree=2751
num_leaves=28
num_cat=0
split_feature=4 3 2 150 3 2 150 3 3 3 15 2 15 47 14 150 52 15 12 3 13 0 4 3 12 4 15
split_gain=103.238 27.008 13.1907 8.01288 7.12734 5.98879 5.22281 5.0876 5.75362 5.22126 3.80085 3.70671 2.67138 2.29978 1.99191 2.1397 1.95204 1.67914 1.50034 1.56479 1.26757 1.90513 1.13743 1.0948 0.839185 0.765368 0.634477
threshold=0.31392000000000003 -0.066229999999999997 0.14290000000000003 0.093965000000000007 0.35004500000000011 0.090020000000000017 0.082085000000000019 -0.0096849999999999974 0.10402500000000002 -0.027864999999999997 -1.0000000180025095e-35 0.14019000000000004 -0.090104999999999977 0.11114000000000002 -1.0000000180025095e-35 0.081245000000000026 -0.046194999999999993 -0.11277999999999998 0.086085000000000009 -0.14186499999999996 -0.097454999999999986 -0.062394999999999999 -0.014854999999999998 -0.115685 0.090285000000000018 0.0051950000000000008 -0.42443999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 7 11 13 17 9 10 22 12 14 -9 20 -2 26 -10 -7 -19 -20 -1 23 -3 -22 -21 -25 -16
right_child=4 2 -4 -5 -6 6 -8 8 16 -11 -12 -13 -14 -15 15 -17 -18 18 19 24 21 -23 -24 25 -26 -27 -28
leaf_value=0.0035788078452544539 0.0018839954771432011 0.002982726181271439 0.0010029838549562666 0.0014158072460374535 -0.00010829845125248 0.0034140800529120214 0.001846401106806346 0.0032032359006257225 0.0018047416884540255 0.0016388946617795054 0.0037313148152039351 0.00043898517402631503 0.0022694557792714088 0.002555781886379358 0.00068395405470775608 0.0016719324923979081 0.0026614350600622778 0.0023086531291291001 0.0032969673771813652 0.0030874379266933056 0.0036490322226950429 0.0025706762907088923 0.00236531443981577 0.0031935827738042151 0.002733941734855732 0.0028036342550058027 0.0011658988500245237
leaf_weight=82 54 54 71 67 52 54 54 77 52 93 74 56 52 60 56 59 56 52 77 86 52 52 70 969 351 55 55
leaf_count=82 54 54 71 67 52 54 54 77 52 93 74 56 52 60 56 59 56 52 77 86 52 52 70 969 351 55 55
internal_value=0 0.00284737 0.00229594 0.00245017 0.000969454 0.00303627 0.00279419 0.00258136 0.0028418 0.00220795 0.00315688 0.00116973 0.00282709 0.00316471 0.00135226 0.00118316 0.00224927 0.00287669 0.00282536 0.00287756 0.00319488 0.00316694 0.00263446 0.00319572 0.00280359 0.00317267 0.000923061
internal_weight=0 2610 666 595 332 1944 674 528 311 217 203 280 129 1270 224 170 108 620 566 514 1210 1128 124 1076 437 1024 111
internal_count=2942 2610 666 595 332 1944 674 528 311 217 203 280 129 1270 224 170 108 620 566 514 1210 1128 124 1076 437 1024 111
is_linear=0
shrinkage=0.00317166


Tree=2752
num_leaves=29
num_cat=0
split_feature=4 2 12 3 150 14 2 4 4 3 150 12 2 2 3 2 12 16 2 4 2 16 4 47 16 2 12 16
split_gain=127.314 32.28 20.6325 8.91161 7.79692 5.66508 4.03044 3.99944 5.79679 4.66372 3.76267 2.67704 2.66417 2.3013 2.28089 2.08902 1.44789 5.04063 1.33644 1.00027 1.13274 0.911368 0.869544 0.694178 0.637608 0.490895 0.24367 0.080538
threshold=0.31392000000000003 0.14290000000000003 1.0000000180025095e-35 0.35004500000000011 1.0000000180025095e-35 0.073890000000000011 0.14019000000000004 -1.0000000180025095e-35 -0.033649999999999992 -0.0075749999999999993 0.081245000000000026 0.10011000000000002 0.093320000000000014 0.096080000000000013 0.10166000000000001 0.089545000000000013 0.088395000000000015 -0.0032799999999999995 0.10251500000000001 -0.085594999999999991 0.085075000000000026 -1.0000000180025095e-35 -0.022529999999999998 0.10728500000000002 -0.14158499999999996 0.10449000000000001 0.10673000000000001 -0.091354999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 7 11 10 8 9 -1 18 15 -9 -6 -11 19 17 -17 -2 20 -4 22 26 -21 -18 -23 -13 -24
right_child=3 -3 5 -5 13 -7 -8 12 -10 14 -12 21 -14 -15 -16 16 24 -19 -20 23 -22 25 27 -25 -26 -27 -28 -29
leaf_value=0.0020102822459510507 0.0007871572372016133 0.0011130997567007012 0.0036404751753487305 -0.00014160278300479539 0.0022006945054618482 0.0039894934344936036 0.00048708995534871437 0.0035597202915621396 0.0016052238167431751 0.0035381500452759851 0.0020043946954888176 0.003028811819034478 0.0027099621818170018 0.0014389738217893307 0.002665264778971786 0.0022465032847059268 0.0034208229934035478 0.0034496574600319388 0.0013520404586952379 0.0032293369184193659 0.0031279939576574602 0.0024384083256583449 0.0028833603763320703 0.0028860388367427754 0.0030611626938662657 0.0028530086015947469 0.0033299109284096163 0.0027017766479672488
leaf_weight=52 60 82 111 52 90 70 56 65 53 54 63 52 68 59 54 76 52 53 101 864 61 54 56 58 368 52 53 53
leaf_count=52 60 82 111 52 90 70 56 65 53 54 63 52 68 59 54 76 52 53 101 864 61 54 56 58 368 52 53 53
internal_value=0 0.00295922 0.00301909 0.000994096 0.0024716 0.00315238 0.00120513 0.00271796 0.00246334 0.00274739 0.00138449 0.00312251 0.0031255 0.00189929 0.003102 0.0031714 0.00302013 0.00274107 0.00114172 0.00324729 0.00345891 0.00287136 0.00298477 0.00320778 0.00310577 0.0026421 0.0031811 0.00279536
internal_weight=0 2610 2528 332 495 2033 280 346 213 160 224 1963 133 149 108 1643 549 129 161 1094 172 320 214 922 420 106 105 109
internal_count=2942 2610 2528 332 495 2033 280 346 213 160 224 1963 133 149 108 1643 549 129 161 1094 172 320 214 922 420 106 105 109
is_linear=0
shrinkage=0.00298873


Tree=2753
num_leaves=20
num_cat=0
split_feature=2 15 3 2 12 14 0 0 3 15 10 13 48 0 12 0 16 3 2
split_gain=64.0891 33.0277 17.3333 14.0603 11.1297 6.31429 6.04822 4.79411 4.87685 3.48012 3.37719 3.65739 3.24551 2.89203 2.44384 1.97067 1.85377 1.57821 0.704672
threshold=0.12026500000000001 -0.41956999999999994 0.10402500000000002 0.25063000000000007 -1.0000000180025095e-35 0.064610000000000015 -0.084114999999999981 -0.099704999999999974 -0.087864999999999985 -0.10981499999999998 -1.0000000180025095e-35 -0.012549999999999997 0.093225000000000016 -0.085894999999999985 0.10011000000000002 -0.099704999999999974 -0.089559999999999987 0.14029000000000003 0.13673000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 10 7 17 8 -6 -8 -3 -12 14 -14 -9 -4 -10 -2 -11
right_child=3 2 15 -5 5 -7 9 12 16 18 11 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=0.0010012659248298771 0.0014680943824774892 0.0015666275606296299 0.001532214607223643 3.2810241749753997e-05 0.0018500704248364398 0.0037618833966577298 0.0014849313623434956 0.0030793940762708946 0.0025976563925400016 0.002609645096975944 0.0030125089298835756 0.0020676815107591884 0.0029838124619889815 0.0020383169986809844 0.0027366605439726318 0.0022786956892819456 0.0032605794912234417 0.00072221165393259942 0.0021132019210667111
leaf_weight=93 52 52 88 59 68 92 72 1464 125 52 66 91 61 60 225 53 58 54 57
leaf_count=93 52 52 88 59 68 92 72 1464 125 52 66 91 61 60 225 53 58 54 57
internal_value=0 0.00278567 0.00285196 0.00138875 0.00291397 0.00297921 0.00166739 0.00294426 0.00254857 0.00200627 0.0022417 0.00246508 0.00299911 0.00251524 0.00303376 0.00181304 0.00280794 0.00108842 0.00235034
internal_weight=0 2596 2503 346 2362 2153 287 2061 251 181 209 157 1810 121 1689 141 183 106 109
internal_count=2942 2596 2503 346 2362 2153 287 2061 251 181 209 157 1810 121 1689 141 183 106 109
is_linear=0
shrinkage=0.0030485


Tree=2754
num_leaves=23
num_cat=0
split_feature=4 4 11 0 0 0 160 4 48 4 124 0 4 0 0 4 0 474 474 457 0 4
split_gain=7.62627 1.6374 1.37527 1.09965 1.12748 1.09213 1.98604 2.90572 2.49969 2.42505 1.46271 1.20139 1.66078 0.987681 0.932383 0.698908 0.695731 0.574598 0.641986 0.59555 0.307478 0.198274
threshold=0.31392000000000003 0.62720500000000012 1.0000000180025095e-35 -0.018054999999999998 -0.14043999999999998 -0.10071499999999999 0.084480000000000013 0.078235000000000013 0.084260000000000015 -0.021269999999999997 -0.076164999999999983 -0.052874999999999998 -0.49010499999999996 -0.00077999999999999999 -0.077944999999999987 -0.040394999999999993 -0.094139999999999988 0.090785000000000018 0.08641500000000002 0.041025000000000006 -0.11656999999999999 0.0063750000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 -2 6 7 8 9 -1 -7 17 -13 15 -4 -14 -6 18 19 -12 -9 -8
right_child=1 -3 14 -5 16 10 21 20 -10 -11 11 12 13 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0018440340551264564 0.0028249409820892291 -0.003526957005054641 0.0091925831453266889 0.0046594566661178876 -0.0033779602235402095 0.0017539635740034319 0.007691927835968379 0.007140057360500612 0.0045209170305474259 -0.0061902552019923581 0.0054574878025744874 0.0072599688028144116 0.0057121830574056237 -1.8525319947946232e-05 0.0054120313411995706 0.0018776907085005742 0.0007328861706338884 0.0034967093594322489 0.0085828058050477444 0.0077906990087974618 0.0042970549350782603 0.0054370062840644372
leaf_weight=52 96 53 92 64 52 87 57 56 60 55 1440 69 69 73 95 67 67 91 53 83 54 57
leaf_count=52 96 53 92 64 52 87 57 56 60 55 1440 69 69 73 95 67 67 91 53 83 54 57
internal_value=0 0.000770844 0.00506556 0.00158829 0.000672762 0.00489504 0.00360116 0.00237955 0.000159765 -0.00228308 0.00514387 0.00529535 0.0036684 0.00248131 0.00727351 0.00382523 -0.00106106 0.0055665 0.00568583 0.00558483 0.00574699 0.00656697
internal_weight=0 332 2610 279 215 2423 391 277 167 107 2032 1945 278 209 187 136 119 1667 1576 1523 110 114
internal_count=2942 332 2610 279 215 2423 391 277 167 107 2032 1945 278 209 187 136 119 1667 1576 1523 110 114
is_linear=0
shrinkage=0.0266834


Tree=2755
num_leaves=32
num_cat=0
split_feature=1 3 49 15 14 0 43 0 401 16 4 48 4 43 49 49 15 403 1213 16 3 475 133 1 3 49 1 13 0 43 4
split_gain=3.98773 2.16358 1.57546 0.950029 1.37475 1.05237 0.851793 0.843648 2.4067 1.01374 1.06875 1.19022 1.14488 0.846809 0.912788 1.98428 0.908964 0.942749 0.930136 0.836509 0.810382 0.755847 1.07069 0.661209 1.07749 0.69851 0.63354 0.545106 0.51815 0.503597 0.381002
threshold=0.11156000000000001 -0.049204999999999992 -0.064334999999999989 -0.26361999999999991 -0.40567999999999999 -0.11471499999999998 -0.007069999999999999 -0.079119999999999982 0.080710000000000018 -0.088099999999999984 -0.018964999999999999 0.078735000000000013 0.024470000000000002 -0.081744999999999984 -0.070754999999999985 -0.021474999999999998 -0.19631499999999999 -0.083919999999999981 -0.074014999999999984 -0.48652999999999996 -0.081634999999999985 -0.0052149999999999992 0.40658000000000005 0.092900000000000024 -0.082474999999999979 -0.014479999999999998 0.093575000000000019 -0.082419999999999979 -0.087604999999999975 -0.116045 -0.50139499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 -3 4 -4 -5 20 13 9 -9 11 21 -12 23 -15 -16 -17 18 -18 -6 -2 30 -23 24 25 -1 -19 28 -27 -29 -11
right_child=1 2 3 5 19 -7 -8 8 -10 10 12 -13 -14 14 15 16 17 26 -20 -21 -22 22 -24 -25 -26 27 -28 29 -30 -31 -32
leaf_value=0.002711297127907214 0.00052389157340570255 -0.002921305919818241 0.0030578861990062899 0.0046832531588196866 0.00063069035938199231 0.00048574693717518236 0.0060726953701323713 0.0067578951602813931 -0.0010640199513244953 0.003817813843325336 -0.00055521082126520536 0.007129447792860618 0.0035882793351855674 0.0059934265765757572 -0.00080829867395056999 0.0066203549382728346 0.007198424995851097 0.0034537601304464351 0.0039100683316783706 -0.003493887729100191 0.0045731385298017095 0.002337395505382115 0.0050243795314632812 0.0025743224465126307 0.0075699040766634869 0.0048803209669196681 0.0008271566771756386 0.0052837209240069807 0.00786465123604356 0.0025312802911236785 0.0065951024103708799
leaf_weight=76 53 58 55 70 52 60 58 52 64 53 69 54 75 95 52 60 71 638 136 54 54 304 109 56 88 64 54 102 63 56 55
leaf_count=76 53 58 55 70 52 60 58 52 64 53 69 54 75 95 52 60 71 638 136 54 54 304 109 56 88 64 54 102 63 56 55
internal_value=0 0.00161045 0.000573337 0.00127072 7.64578e-05 0.00274785 0.00380259 0.00386216 0.00326157 0.00362095 0.00339373 0.00384223 0.00160113 0.0041733 0.00381246 0.00360728 0.00384696 0.00366159 0.00503916 -0.00146817 0.00256975 0.00350104 0.00304715 0.0049631 0.00526048 0.00469683 0.00324915 0.00522543 0.00636269 0.00430974 0.00523447
internal_weight=0 514 349 291 161 130 165 2446 835 771 719 575 144 1611 1106 1011 959 899 207 106 107 521 413 505 449 361 692 285 127 158 108
internal_count=2960 514 349 291 161 130 165 2446 835 771 719 575 144 1611 1106 1011 959 899 207 106 107 521 413 505 449 361 692 285 127 158 108
is_linear=0
shrinkage=0.0232295


Tree=2756
num_leaves=26
num_cat=0
split_feature=2 12 2 2 4 2 0 4 4 0 0 43 150 12 15 0 40 4 12 4 12 4 0 2 43
split_gain=62.5434 32.4042 10.4032 10.348 7.79226 5.15296 4.22998 5.18393 2.55297 4.95713 2.87758 2.49394 5.27125 1.98058 1.71144 5.69353 1.62342 1.56419 1.17295 1.01609 0.771581 0.76292 0.730888 0.48246 0.477957
threshold=0.12026500000000001 -0.041014999999999989 0.15305000000000002 -1.0000000180025095e-35 0.40052000000000004 0.10100500000000003 -0.082234999999999989 0.27998000000000006 -0.082274999999999987 -0.087359999999999979 -0.051824999999999989 -0.00045499999999999995 0.082085000000000019 0.091545000000000015 0.039965000000000007 0.048235000000000007 -0.078654999999999989 0.0048200000000000005 -0.038859999999999992 -0.010909999999999998 0.086115000000000011 -0.5055599999999999 -0.079864999999999978 0.085325000000000012 -0.012264999999999998
decision_type=2 2 2 2 2 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 16 8 -5 -2 -8 9 20 11 13 17 24 15 -11 -1 -13 -4 -15 -3 -17 23 -16 -10
right_child=2 4 18 5 -6 -7 7 -9 10 14 -12 12 -14 19 22 21 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00090051390432048831 0.00073641283232701686 0.0032212151641951318 0.0004920127791191325 0.0023231185442661776 0.0014677450994808779 0.0012176789906475577 0.0019216617354789476 0.0008011688895310043 0.0024074280624543582 0.0013111908333472309 0.0016174184219826264 0.0021105603418065323 0.0013468679242329856 0.0023020888489672878 0.0024732110444625169 0.0027008588947111502 0.00023227666872927368 0.0024920080566030712 -8.7553717315531497e-05 0.0019939408962197725 0.0027518135624430601 0.0022502354060600707 0.0026750832874277942 0.0021965798121898359 0.0026036667093144125
leaf_weight=65 91 61 53 66 95 74 96 53 530 52 58 317 66 238 154 54 56 125 63 144 58 77 98 83 133
leaf_count=65 91 61 53 66 95 74 96 53 530 52 58 317 66 238 154 54 56 125 63 144 58 77 98 83 133
internal_value=0 0.00216754 0.000883644 0.00120715 0.00227451 0.00173903 0.00122507 0.0015233 0.00230859 0.00246304 0.0022475 0.00227101 0.00210532 0.00235152 0.00234131 0.00211671 0.000591501 0.00221851 0.000176984 0.00218601 0.00299269 0.00243622 0.00246391 0.00237646 0.00244684
internal_weight=0 2604 356 261 2343 140 240 149 2248 637 1611 1553 508 1045 518 183 121 442 116 382 119 131 335 237 663
internal_count=2960 2604 356 261 2343 140 240 149 2248 637 1611 1553 508 1045 518 183 121 442 116 382 119 131 335 237 663
is_linear=0
shrinkage=0.00287267


Tree=2757
num_leaves=37
num_cat=0
split_feature=4 3 2 2 457 2 131 15 2 2 16 3 52 52 147 15 4 4 42 3 13 43 15 4 16 2 2 52 15 4 1446 43 42 2 15 15
split_gain=65.2988 27.4472 12.4869 6.25375 5.14633 4.24115 3.77024 3.59383 4.70273 2.81902 3.11359 7.4669 2.51049 1.80743 1.80635 1.90363 2.26077 1.45787 2.15856 1.6495 1.29631 1.81096 1.284 1.11387 0.969709 0.790218 0.982591 0.717309 0.694957 0.642703 1.0404 0.875925 0.625449 0.527122 0.308724 0.301649
threshold=0.31392000000000003 -0.066229999999999997 0.13388500000000003 -0.007134999999999999 0.087555000000000008 0.15205000000000002 0.08567000000000001 0.015700000000000002 0.098655000000000007 0.10121500000000001 0.26711500000000005 -0.087864999999999985 -0.037619999999999994 -0.0092149999999999992 0.074865000000000015 -0.41725999999999991 0.51395000000000002 -0.082274999999999987 0.086855000000000016 -0.087104999999999988 -0.078724999999999976 0.021175000000000003 -0.036279999999999993 -0.12685999999999997 -0.006494999999999999 0.090145000000000017 0.076510000000000009 -0.45635499999999996 0.084175000000000014 -0.0090849999999999976 0.037915000000000011 -0.080859999999999974 0.094640000000000016 0.09277500000000001 -0.052984999999999997 0.086195000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -3 7 6 14 8 22 17 11 -11 -4 -10 15 16 -2 18 23 -20 21 29 -5 -1 25 26 -22 -12 -25 30 -19 -31 34 -27 -26 -30
right_child=5 2 12 4 -6 -7 -8 -9 13 10 27 -13 -14 -15 -16 -17 -18 20 19 -21 24 -23 -24 28 32 33 -28 -29 35 31 -32 -33 -34 -35 -36 -37
leaf_value=0.0024696365864869982 0.0019751102789242162 0.0014210377639848014 0.00057737503097780667 0.0028921324710377357 0.0014369560835601172 0.00035114120282922354 0.00051782259189601205 0.003056506786790703 0.0016635344667504084 0.001230566505947348 0.0030226369945061463 0.0027559276657822349 0.0015384959695398607 0.0023555730222661565 0.0019796905469656968 0.00082018543477623885 0.0010912972013279437 0.0027716268923196276 0.0037418597194889868 0.0029755086773633151 0.0027175906939633336 0.0024470042986586894 0.0023661731171525546 0.0032516914168944028 0.0024950024466744328 0.0023510728755912233 0.003160273885008042 0.0025434506488020113 0.0027469893813573828 0.0032686715229159093 0.0032117150863163512 0.0028800508764503735 0.0027387062611280359 0.0027426794415222888 0.0021527112295883903 0.0029869862042191664
leaf_weight=57 59 79 52 116 52 59 52 91 95 53 85 83 58 64 53 55 58 272 61 54 128 83 80 65 60 58 86 52 106 122 69 117 62 93 52 119
leaf_count=57 59 79 52 116 52 59 52 91 95 53 85 83 58 64 53 55 58 272 61 54 128 83 80 65 60 58 86 52 106 122 69 117 62 93 52 119
internal_value=0 0.00260924 0.00206438 0.00225113 0.00238274 0.00112403 0.00128853 0.00249294 0.00234838 0.00280247 0.00250274 0.00216173 0.00108446 0.0019423 0.0014665 0.00130817 0.00153727 0.00285163 0.00300403 0.0033823 0.00279303 0.00288759 0.00267763 0.00287857 0.00267664 0.00277032 0.00289565 0.002841 0.00295883 0.00295058 0.00286078 0.00307857 0.00247993 0.00259249 0.00233638 0.00287407
internal_weight=0 2624 687 577 498 336 277 446 355 1937 273 136 110 159 225 172 117 1664 462 115 1202 663 196 347 539 365 214 137 290 580 341 239 174 151 112 225
internal_count=2960 2624 687 577 498 336 277 446 355 1937 273 136 110 159 225 172 117 1664 462 115 1202 663 196 347 539 365 214 137 290 580 341 239 174 151 112 225
is_linear=0
shrinkage=0.00317166


Tree=2758
num_leaves=19
num_cat=0
split_feature=2 30 14 13 13 48 160 48 13 150 51 51 2 42 160 42 1213 2
split_gain=2.76044 1.76711 1.31387 1.26264 1.0351 1.3149 1.26065 0.902989 0.857844 0.954531 0.946474 0.933201 0.792648 0.709962 0.442139 0.423043 0.387283 0.194505
threshold=0.12026500000000001 0.086220000000000019 0.086850000000000011 -0.17030499999999998 -0.071564999999999976 0.093225000000000016 -0.41731999999999997 0.10557500000000002 0.05889500000000001 0.094545000000000018 0.097700000000000023 -0.036744999999999993 0.089945000000000011 0.10077000000000001 -0.13024499999999997 0.088185000000000013 -0.085184999999999983 0.14744000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 13 6 -6 -7 9 10 11 -2 -8 14 15 -5 -16 -13
right_child=8 -3 -4 4 5 7 12 -9 -10 -11 -12 17 -14 -15 16 -17 -18 -19
leaf_value=0.0008262396165068151 0.0042277322807511859 2.3266485010305457e-05 0.0073927271113596142 0.0063845355936175806 0.0070261761195917656 -0.0013127722766827507 0.0039234222234719148 0.0030389042754566877 -0.00074011887382588069 -0.00076599888250784821 0.0053781178416191728 0.0015336695849603222 0.0026987388915173695 0.0068092869062441408 0.0024743798127300665 0.0041615596960140203 0.0041400640837688883 -0.00048444520056511152
leaf_weight=84 59 73 55 92 57 54 720 53 79 54 57 53 508 63 90 103 652 54
leaf_count=84 59 73 55 92 57 54 720 53 79 54 57 53 508 63 90 103 652 54
internal_value=0 0.00366119 0.00376602 0.00368535 0.00378565 0.00336709 0.00357729 0.000840367 0.00143547 0.00205686 0.00274155 0.0018347 0.003417 0.00436803 0.00420362 0.00521165 0.00393837 0.000512818
internal_weight=0 2604 2531 2476 2392 1392 1285 107 356 277 223 166 1228 1000 937 195 742 107
internal_count=2960 2604 2531 2476 2392 1392 1285 107 356 277 223 166 1228 1000 937 195 742 107
is_linear=0
shrinkage=0.0236941


Tree=2759
num_leaves=26
num_cat=0
split_feature=1 52 52 1 12 2 147 51 52 1 12 41 12 13 13 16 13 16 52 1 156 49 150 2 12
split_gain=70.7348 15.8149 10.9189 5.61851 5.02045 4.77937 4.23776 1.81639 2.69996 1.76835 2.00468 2.48328 1.77068 2.08644 1.69971 1.45255 1.39336 1.2756 1.06789 0.958944 0.897256 0.796361 0.631258 0.484116 0.379549
threshold=0.10123500000000001 -0.40011499999999994 0.12484500000000003 0.13472500000000001 0.088325000000000015 0.13084500000000002 0.086565000000000017 0.080080000000000026 -0.077114999999999975 0.089245000000000005 0.086965000000000015 0.075585000000000013 0.088435000000000014 -1.0000000180025095e-35 0.17888000000000001 -0.4193599999999999 -0.078199999999999978 -0.074254999999999988 -0.16495999999999997 0.11829500000000003 0.082525000000000015 0.095135000000000011 0.088135000000000005 0.11152000000000002 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 7 6 9 8 -3 10 11 18 13 -11 17 -5 -14 21 -1 -4 -19 -12 -20 -10 -18
right_child=1 2 19 15 -6 -7 -8 -9 23 12 14 -13 16 -15 -16 -17 24 20 22 -21 -22 -23 -24 -25 -26
leaf_value=0.0030418147176151746 0.0026027989393349652 0.00051373135150802117 0.0024754253161177533 0.00037834524553629787 0.0019580776579246752 0.0016672408468777122 0.001817641900709174 0.0015750583581701355 0.0014365790304456348 0.001737545810126827 0.0026518786026417584 0.0032928077013814365 0.0028994402680167573 0.0024918487497159782 0.0030234436857957477 0.00093163628480545885 0.002278455330105714 0.0023159124163551429 0.0026735097842971525 0.0019072269289710318 0.0026844184214350618 0.0022604787662279572 0.0023558467524853258 0.0010965186295865568 0.0025915028410039695
leaf_weight=67 97 66 52 74 91 56 68 70 64 67 396 65 70 65 58 100 102 365 571 56 72 54 64 94 56
leaf_count=67 97 66 52 74 91 56 68 70 64 67 396 65 70 65 58 100 102 365 571 56 72 54 64 94 56
internal_value=0 0.00147488 0.0013108 0.0011426 0.00134412 0.00253081 0.00255339 0.00115398 0.00102225 0.00257752 0.00261775 0.00273178 0.00238611 0.00210922 0.00252517 0.000696512 0.00254628 0.00249255 0.00267979 0.0021811 0.0023767 0.00260498 0.00264154 0.00123447 0.00238961
internal_weight=0 764 667 559 385 2196 2140 294 224 2072 1712 767 360 132 945 174 228 887 702 108 437 450 635 158 158
internal_count=2960 764 667 559 385 2196 2140 294 224 2072 1712 767 360 132 945 174 228 887 702 108 437 450 635 158 158
is_linear=0
shrinkage=0.00298873


Tree=2760
num_leaves=23
num_cat=0
split_feature=1 155 16 16 0 40 13 16 3 16 49 40 3 39 3 1444 130 47 42 49 13 3
split_gain=2.74725 1.67709 1.65945 1.70805 1.39862 1.13391 1.00437 1.56628 0.842599 0.737417 0.661709 0.565852 0.560542 0.769284 0.650709 0.871014 0.509879 0.490354 0.441165 0.459622 0.423676 0.309509
threshold=0.098395000000000024 0.10022500000000002 -0.052894999999999991 0.0054050000000000009 0.0088250000000000012 -0.071824999999999986 -0.36115499999999995 -0.48652999999999996 0.084670000000000009 0.065285000000000024 0.093290000000000012 -1.0000000180025095e-35 -0.0031199999999999995 0.0047850000000000011 -0.15870999999999996 -1.0000000180025095e-35 0.097180000000000016 0.087850000000000025 0.083970000000000017 0.11223500000000002 0.055610000000000007 -0.043609999999999989
decision_type=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 -2 -7 -8 10 -10 12 -5 13 14 -1 -16 18 -13 -12 -20 -17 -9
right_child=1 -3 3 11 -6 6 7 21 9 -11 16 17 -14 -15 15 20 -18 -19 19 -21 -22 -23
leaf_value=0.0064149403504668683 0.00058352119481496162 0.0051220954426290499 -0.0028005751636984003 0.0034052553921912671 -0.0010944397839450161 0.001527936147106476 0.0021062133179046523 0.0052936935206256489 0.00020927796401623555 0.0037386805261408257 0.0045463953837931474 -0.00046812684819334469 0.0061529944065725562 0.00091201300981928854 0.00068228028548350929 0.0039779382712767522 0.00073121600611677161 0.0023962094297816758 0.00057448230345012101 0.0034894987445193404 0.0026222641476130542 0.007894635100380281
leaf_weight=55 85 81 86 53 56 80 76 53 82 60 80 102 58 55 53 1342 69 53 55 75 151 56
leaf_count=55 85 81 86 53 56 80 76 53 82 60 80 102 58 55 53 1342 69 53 55 75 151 56
internal_value=0 0.00182853 0.00144705 6.33376e-05 0.00244842 0.00301601 0.00379527 0.00477434 0.00350453 0.00170239 0.0036328 0.0012487 0.00381077 0.00372858 0.00382518 0.00373288 0.00253853 0.000509627 0.00313113 0.00225821 0.003841 0.00663232
internal_weight=0 781 700 294 406 350 265 185 2135 142 1993 208 1714 1656 1601 1546 279 155 210 130 1493 109
internal_count=2916 781 700 294 406 350 265 185 2135 142 1993 208 1714 1656 1601 1546 279 155 210 130 1493 109
is_linear=0
shrinkage=0.024168


Tree=2761
num_leaves=27
num_cat=0
split_feature=4 123 13 4 13 0 0 14 4 16 14 16 16 4 133 13 43 16 4 49 43 16 13 13 13 133
split_gain=96.7473 22.2961 11.358 6.67147 6.30148 4.14626 3.69817 3.02263 2.42874 2.34043 2.03634 4.48984 1.60346 1.54951 1.51556 1.28751 1.82916 1.52518 2.36979 1.041 1.15529 0.842443 0.764041 0.717963 0.54158 0.451855
threshold=0.31392000000000003 1.0000000180025095e-35 -0.27740999999999993 -0.060239999999999995 -0.076794999999999988 -0.13409999999999997 -0.10185499999999999 0.076450000000000004 0.0049450000000000006 -0.061024999999999989 -0.42227999999999993 -0.43708999999999992 -0.055004999999999991 -0.0024899999999999996 0.087045000000000025 -0.085349999999999995 -0.0058299999999999992 -0.073554999999999995 -0.40515499999999993 -0.06017999999999999 -0.085204999999999989 -0.53342999999999996 0.0040450000000000009 -0.09391999999999999 -0.085684999999999997 -0.10960499999999999
decision_type=2 2 2 2 2 2 2 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 19 9 21 15 13 -6 -8 -12 -10 -7 -3 16 -4 22 -19 -5 24 -2 -17 -22 -21 -18
right_child=6 14 3 4 5 8 10 -9 12 -11 11 -13 -14 -15 -16 17 25 18 -20 20 23 -23 -24 -25 -26 -27
leaf_value=0.0013989810306128615 0.0013437924281413792 0.0015756783398162956 0.003183482572301517 0.0023251754253055899 0.0020921465033054772 0.0023506736964873367 0.00092845669447275852 0.0032823382729713843 0.0023439562275096725 0.0013429999445444256 0.00071646171731581791 -0.00037585974137522681 0.0018540500641116685 0.0028297458896185627 0.00098201968679636825 0.0027798910069615655 0.0028225801809397774 0.0027699110819930125 0.0023209217493406998 0.0031314818176427974 0.0028589374971587809 0.00087897888322974681 0.0024951210015097193 0.0025139560642088729 0.0027197474982474578 0.0024543782896723218
leaf_weight=77 64 93 82 97 74 227 57 65 101 65 77 52 124 75 58 343 52 148 288 52 62 66 104 291 58 64
leaf_count=77 64 93 82 97 74 227 57 65 101 65 77 52 124 75 58 343 52 148 288 52 62 66 104 291 58 64
internal_value=0 0.00241962 0.00248569 0.00252095 0.00237344 0.0021843 0.000736144 0.00267874 0.00230089 0.00174205 0.000476048 0.000275908 0.0020741 0.00246975 0.00134785 0.00264242 0.00285334 0.00259508 0.0024734 0.00259833 0.00265549 0.00110805 0.0027137 0.00257463 0.00291466 0.0026197
internal_weight=0 2600 2449 2372 1226 666 316 1146 527 139 186 129 225 302 151 1081 198 883 436 560 463 130 447 353 110 116
internal_count=2916 2600 2449 2372 1226 666 316 1146 527 139 186 129 225 302 151 1081 198 883 436 560 463 130 447 353 110 116
is_linear=0
shrinkage=0.00287267


Tree=2762
num_leaves=32
num_cat=0
split_feature=1 3 123 15 1 123 15 13 3 1 51 0 3 3 16 160 1 156 15 12 1 12 1212 15 13 43 12 0 13 159 3
split_gain=64.5992 17.1832 6.15468 5.23534 4.84398 2.441 2.43805 2.95072 2.83201 2.13285 1.89938 1.58083 1.39623 2.75303 1.21862 1.08946 1.08551 1.00834 0.972058 0.929319 1.7022 0.896413 0.89316 0.839146 1.7876 0.792345 1.00046 0.767772 0.468747 0.318175 0.206727
threshold=0.10398500000000001 -0.041789999999999994 1.0000000180025095e-35 -0.24211499999999997 0.14787500000000001 0.088305000000000008 0.037885000000000009 -0.077614999999999976 -0.12711499999999995 0.11706000000000001 0.08482000000000002 -0.084044999999999995 0.0098450000000000013 0.143375 -0.088719999999999979 -0.092894999999999991 0.11050000000000001 0.09228500000000002 0.11308000000000001 -0.0066799999999999993 0.085780000000000009 0.083785000000000012 0.086920000000000011 -0.10763999999999999 -0.09657499999999998 -0.080859999999999974 0.08401500000000002 -0.071749999999999994 -0.014549999999999999 -0.08867499999999999 -0.079634999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 5 12 7 23 -8 16 17 21 -3 -14 -13 -12 -5 19 27 -9 -21 -10 28 -1 -25 26 -26 -16 -23 -20 -27
right_child=1 4 -4 9 -6 -7 8 10 11 -11 15 14 13 -15 18 -17 -18 -19 29 20 -22 22 -24 24 25 30 -28 -29 -30 -31 -32
leaf_value=0.0028479869831516086 0.0011569613621762664 0.00093282515232688838 0.0016473814472415323 0.002246836281264584 0.00017024952157569423 0.00065687205979571913 0.0032207948316511112 0.0026240801425117355 0.0031032231484936575 0.0018273606091885003 0.0021816752655244138 0.0020325430805286909 0.0018059242273243846 0.0010374878633384983 0.002525224702075069 0.0015444591197179367 0.0028503128025879902 0.0026327526184284416 0.0024372049555850951 0.0023416917111602617 0.0018662160246155864 0.0028865667873936955 0.00237260591081315 0.0020156242051838362 0.0030831014935943347 0.0025145792372969831 0.0025926748763680954 0.0028719966253292636 0.002549509854321101 0.0021141867249871212 0.0022525715076895676
leaf_weight=88 54 86 86 67 62 86 68 60 56 71 53 56 89 92 400 52 52 88 59 250 104 130 74 61 52 66 193 75 61 65 60
leaf_count=88 54 86 86 67 62 86 68 60 56 71 53 56 89 92 400 52 52 88 59 250 104 130 74 61 52 66 193 75 61 65 60
internal_value=0 0.00135764 0.00246436 0.00201259 0.000972478 0.00111329 0.0024967 0.00239604 0.00260533 0.0022556 0.00224834 0.00256242 0.00126017 0.00141552 0.00247429 0.00186642 0.00251082 0.00232816 0.00251554 0.00226333 0.0022021 0.00274214 0.00266571 0.0025684 0.00251137 0.00259279 0.0026969 0.00258005 0.00277909 0.00226815 0.00239008
internal_weight=0 659 2257 244 415 353 2171 1127 1044 190 607 976 267 181 655 105 119 502 599 414 354 321 265 520 432 371 245 475 191 124 126
internal_count=2916 659 2257 244 415 353 2171 1127 1044 190 607 976 267 181 655 105 119 502 599 414 354 321 265 520 432 371 245 475 191 124 126
is_linear=0
shrinkage=0.00310948


Tree=2763
num_leaves=20
num_cat=0
split_feature=1 52 16 15 1 0 51 3 3 48 49 3 0 159 51 12 133 0 50
split_gain=2.62514 1.60759 2.08466 2.22049 1.9775 1.50205 0.982374 0.846734 1.58521 2.09463 0.697474 1.02826 0.943728 0.876745 0.934926 0.695967 0.63594 0.656388 0.697475
threshold=0.098395000000000024 -0.41694999999999993 -0.0094449999999999968 -0.040504999999999992 0.11230000000000001 1.0000000180025095e-35 -0.092239999999999989 -0.036264999999999992 0.090170000000000014 0.087365000000000012 -0.087529999999999983 0.084670000000000009 -0.099704999999999974 0.11500500000000001 0.11178000000000002 0.093985000000000013 -0.53082999999999991 -0.14920999999999998 0.089430000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 15 3 5 -4 7 -6 -3 -9 -10 -1 13 -13 14 16 -2 -12 -18 -19
right_child=1 2 4 -5 6 -7 -8 8 9 -11 11 12 -14 -15 -16 -17 17 18 -20
leaf_value=0.0052072986580286047 0.0063012457345561924 0.0040140175814284392 -0.0035143156605019492 0.0056505256418263594 -0.00120874757178544 -0.0022130949460324894 0.0027799323973222443 -0.0010348861942023493 0.0058421256254451853 0.00015053548632230635 0.0010953304394468084 -0.00051328290875119213 0.0034730710269519132 0.00079584975325145508 0.0010845624828029106 0.0026190681830910783 0.0062134380047311451 0.0033671508427074478 0.0046618073958012134
leaf_weight=102 52 86 78 83 57 52 80 93 67 73 54 73 57 69 85 60 53 1372 270
leaf_count=102 52 86 78 83 57 52 80 93 67 73 54 73 57 69 85 60 53 1372 270
internal_value=0 0.00175412 0.00132237 0.00221483 -0.000561026 0.00144553 0.0011186 0.0020427 0.00131402 0.00287614 0.00332886 0.00323449 0.00123267 0.00337111 0.00346786 0.00433087 0.00358355 0.00366267 0.00358019
internal_weight=0 781 669 454 215 371 137 319 233 140 2135 2033 130 1903 1834 112 1749 1695 1642
internal_count=2916 781 669 454 215 371 137 319 233 140 2135 2033 130 1903 1834 112 1749 1695 1642
is_linear=0
shrinkage=0.0232295


Tree=2764
num_leaves=20
num_cat=0
split_feature=2 9 2 2 0 2 13 14 0 16 49 49 157 159 0 2 49 16 16
split_gain=59.8476 31.5644 12.367 11.4267 9.60378 7.85465 4.10958 2.2398 3.27025 1.88496 1.67792 1.67575 1.49721 1.40151 1.30477 1.2059 1.0081 0.715471 0.526468
threshold=0.12414000000000001 -1.0000000180025095e-35 -0.10238999999999998 0.099655000000000007 -0.13955999999999996 0.17553000000000005 -0.15122999999999998 0.076450000000000004 -0.10726999999999999 0.25032500000000008 0.0060400000000000011 -0.00025999999999999992 -0.0041249999999999993 0.10725000000000003 -0.18713499999999997 0.11366500000000002 0.093290000000000012 0.15737500000000001 -0.08267999999999999
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 14 6 -2 8 11 13 -8 -4 -11 -10 -5 16 18 -17 -6
right_child=5 2 3 4 15 -7 10 -9 9 12 -12 -13 -14 -15 -16 17 -18 -19 -20
leaf_value=0.00038233317911727711 0.00032312305834217303 0.0011359055038601422 0.0016051837339335461 0.0015369177700359999 0.0026223180405166515 -0.00013920051275800584 0.0010070772205891293 0.0029057507961032045 0.0024632685679332436 0.0025019521741669261 0.0016293941840704858 0.0022254216125673206 0.00187700182081296 0.0019923542158265372 0.00095354307737421571 0.0016549676849992206 0.0018976577067443962 0.0021351771910528682 0.0022620389226924876
leaf_weight=88 59 91 71 65 52 72 100 76 1446 55 68 96 104 62 80 63 59 55 154
leaf_count=88 59 91 71 65 52 72 100 76 1446 55 68 96 104 62 80 63 59 55 154
internal_value=0 0.00217758 0.00224004 0.00228124 0.001884 0.000737729 0.00101602 0.00239103 0.00236968 0.00241051 0.00125916 0.00196192 0.00209338 0.00244393 0.00121528 0.00213709 0.00225185 0.00187907 0.00235314
internal_weight=0 2617 2529 2438 528 299 227 1910 1834 1667 168 167 159 1508 145 383 265 118 206
internal_count=2916 2617 2529 2438 528 299 227 1910 1834 1667 168 167 159 1508 145 383 265 118 206
is_linear=0
shrinkage=0.0030485


Tree=2765
num_leaves=29
num_cat=0
split_feature=1 52 12 1 2 4 52 52 52 2 2 4 51 16 2 12 15 2 48 52 15 0 1456 4 157 12 0 16
split_gain=78.8556 13.1504 8.86415 8.43825 4.78683 3.73316 3.23459 5.27959 2.92336 2.54933 2.51533 2.40092 2.10308 1.62877 1.53763 1.50852 1.41606 1.20072 1.18327 1.10697 2.47483 0.929479 1.06503 0.922879 0.569849 0.543162 0.308574 0.259621
threshold=0.10749500000000002 -0.25811499999999993 0.056995000000000011 0.12646500000000002 1.0000000180025095e-35 0.05309500000000001 0.023800000000000005 -0.089214999999999975 0.056265000000000009 0.092320000000000013 0.087665000000000007 -0.10701499999999999 -0.020969999999999996 -0.069169999999999995 0.10216000000000001 0.096780000000000019 -0.028079999999999997 0.13554000000000002 0.094910000000000008 -0.14556999999999998 0.043560000000000008 -0.077809999999999976 -0.090374999999999997 -0.079814999999999983 -0.087424999999999989 0.09567500000000001 -0.093374999999999986 -0.16318499999999997
decision_type=2 2 2 2 2 2 2 2 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 9 7 16 17 11 -9 -4 -11 -14 -12 26 -1 -5 27 -15 -21 22 -13 -23 -24 -25 -7 -6
right_child=1 3 5 8 18 15 -8 10 -10 12 14 21 13 19 -16 -17 -18 -19 -20 20 -22 23 24 25 -26 -27 -28 -29
leaf_value=0.0029050275666309051 0.0026818099839855925 0.0021423982218449281 0.003319750174845038 0.00097205560114785729 0.0016523767762394921 0.0024186000088173018 0.0026881869706559592 0.0021948818462719675 0.0014107316100246381 0.0028953648660974747 0.0012104919093963132 0.0023976225337333031 0.0027204714041600612 0.0026100286939470542 0.0018474119150754869 0.0020484031701935379 0.0022826586116741145 0.00051172115870017879 0.00098947081548744764 0.0016988716476088596 0.002420216947377634 0.0028454135983669478 0.0025369546454189736 0.0021851018999096117 0.002820497597199901 0.0025989086219635063 0.0026929792082831193 0.0013688585496119616
leaf_weight=53 59 94 63 83 53 99 92 82 67 98 56 55 103 64 66 88 66 99 52 58 110 56 62 52 982 52 53 54
leaf_count=53 59 94 63 83 53 99 92 82 67 98 56 55 103 64 66 88 66 99 52 58 110 56 62 52 982 52 53 54
internal_value=0 0.00142358 0.00259608 0.00127564 0.00163803 0.00267406 0.00222116 0.00208805 0.00090731 0.00271922 0.00181254 0.00278088 0.00253089 0.00242418 0.0015553 0.0023437 0.0025601 0.000721819 0.00133967 0.0022925 0.00217136 0.00275389 0.00278339 0.00255107 0.00280369 0.00239229 0.00251447 0.00150957
internal_weight=0 561 2410 502 253 1995 415 323 249 1755 204 1322 433 335 122 240 119 182 159 232 168 1259 1099 160 1044 104 152 107
internal_count=2971 561 2410 502 253 1995 415 323 249 1755 204 1322 433 335 122 240 119 182 159 232 168 1259 1099 160 1044 104 152 107
is_linear=0
shrinkage=0.00281635


Tree=2766
num_leaves=19
num_cat=0
split_feature=2 48 14 12 484 43 3 15 3 3 131 42 131 159 43 3 3 4
split_gain=2.58443 1.54919 0.866175 1.27367 1.30629 1.01749 1.08484 1.11626 0.704727 0.670899 0.53819 0.80104 0.746004 0.54198 0.585041 0.529468 0.329073 0.156667
threshold=0.13554000000000002 0.12011000000000001 -0.10523499999999998 0.084845000000000018 -0.097314999999999985 -0.10945499999999998 -0.10337499999999998 -0.42075999999999997 -0.14954999999999999 -0.031895 0.021890000000000003 0.090775000000000008 0.091295000000000015 -0.073489999999999986 0.090280000000000013 0.10514500000000002 -0.18945499999999996 -0.035849999999999993
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 -7 -8 16 -2 13 12 -12 17 -15 -11 -5 -10
right_child=9 -3 3 8 5 6 7 -9 10 15 11 -13 -14 14 -16 -17 -18 -19
leaf_value=0.0060913576632481608 0.0026588160945528083 -0.00040882461975743142 0.0064903665722659543 0.0045846511467476361 0.0051522405229412257 -0.0011218598459023798 -0.00099118792948689732 0.0027644607738521094 0.003753874198128164 -0.0021457774004054672 0.0072823076298535799 0.0027111530624299449 0.0044241017647923498 0.0030948571529973096 0.0046892817469556597 0.00091098627126166929 0.0072092834690899122 0.0054279772823928683
leaf_weight=82 73 60 53 68 79 55 52 624 52 55 82 98 175 948 165 92 52 106
leaf_count=82 73 60 53 68 79 55 52 624 52 55 82 98 175 948 165 92 52 106
internal_value=0 0.00350493 0.00359229 0.00351364 0.00273789 0.00249203 0.00220418 0.00247518 0.00389692 0.000726757 0.00376191 0.00461292 0.00533708 0.00352401 0.00333146 -0.000230911 0.00572419 0.00487867
internal_weight=0 2751 2691 2609 863 810 731 676 1746 220 1626 355 257 1271 1113 147 120 158
internal_count=2971 2751 2691 2609 863 810 731 676 1746 220 1626 355 257 1271 1113 147 120 158
is_linear=0
shrinkage=0.0246514


Tree=2767
num_leaves=32
num_cat=0
split_feature=1 52 1 4 15 11 131 15 13 10 15 16 4 43 159 52 4 1 15 481 43 16 13 1212 16 13 52 403 43 4 402
split_gain=129.377 28.3059 14.0475 11.2589 5.60938 5.6445 4.26889 4.20537 4.89615 4.03019 3.52534 3.51019 3.43974 3.43451 3.27369 3.34924 2.5109 2.29625 1.06413 1.02208 0.97125 0.959158 0.941536 0.917729 0.679383 0.652956 0.671192 0.517875 0.47513 0.370832 0.239009
threshold=0.10575500000000002 -0.40011499999999994 0.12646500000000002 0.27420500000000009 0.039965000000000007 0.07585500000000002 0.088315000000000018 -0.14051999999999998 -0.063549999999999982 -0.088499999999999981 0.13592500000000005 -0.0032799999999999995 0.50541500000000006 -0.078469999999999984 0.092630000000000018 -0.4387299999999999 -0.0076199999999999992 0.11319000000000001 0.091285000000000019 -0.00080999999999999985 -0.03898999999999999 0.19384500000000002 -0.016029999999999996 0.041590000000000009 -0.076029999999999986 -0.088484999999999994 -0.015539999999999998 -0.092059999999999989 -0.00088499999999999983 0.27998000000000006 -0.42961999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 4 7 10 11 20 13 -4 18 17 22 25 15 -10 -17 -3 23 -20 -1 28 -11 24 -6 -9 -27 -25 -15 -19 -21
right_child=1 2 9 -5 5 -7 -8 8 14 12 -12 -13 -14 21 -16 16 -18 29 19 30 -22 -23 -24 27 -26 26 -28 -29 -30 -31 -32
leaf_value=0.0032232293372747326 0.0034933198707477711 0.0022531725312752962 0.00027313863737677194 0.0018164765549389399 0.0034083262470880555 0.0042257899774363469 0.0025498613944480229 0.0029902058414798174 0.0031754022572456162 0.0012249171301673479 0.0025655697634900752 0.0010885499639825724 0.0007061678314959802 0.0030918949608160929 0.0033676976765802634 0.0022464736869051058 0.0027438332024621232 0.0017800905214955161 0.0035475767502360111 0.0029318765429839772 0.0036802048801706944 0.0024967602964516143 0.00175819381009863 0.0029944079947711545 0.0037461008099457121 0.0032372886844969613 0.0035050034026591595 0.0033229036895161559 0.0027424898386013054 0.0014315374958933035 0.0031549779230429171
leaf_weight=75 62 81 57 53 340 53 60 52 84 59 57 60 85 84 62 146 200 52 55 52 83 54 52 63 60 204 132 121 56 52 265
leaf_count=75 62 81 57 53 340 53 60 52 84 59 57 60 85 84 62 146 200 52 55 52 83 54 52 63 60 204 132 121 56 52 265
internal_value=0 0.00165156 0.00144687 0.00312686 0.00315707 0.00330995 0.0018621 0.00302476 0.00296019 0.000946171 0.00326201 0.00169354 0.00114174 0.00313889 0.00274873 0.00265941 0.00253405 0.00188958 0.0033035 0.003182 0.00346348 0.0028257 0.00147502 0.00338084 0.00345907 0.00329541 0.00334255 0.0032106 0.00295235 0.00160611 0.00311848
internal_weight=0 620 558 2351 2298 1066 305 1232 1074 253 1013 245 196 582 492 430 346 185 956 372 158 194 111 584 400 388 336 184 140 104 317
internal_count=2971 620 558 2351 2298 1066 305 1232 1074 253 1013 245 196 582 492 430 346 185 956 372 158 194 111 584 400 388 336 184 140 104 317
is_linear=0
shrinkage=0.00287267


Tree=2768
num_leaves=14
num_cat=0
split_feature=10 48 41 14 12 1453 484 1 49 12 49 0 41
split_gain=2.19784 1.72509 1.30216 1.56776 0.887595 1.30579 2.10631 0.915916 0.588794 0.556115 0.704024 0.534761 0.491414
threshold=-0.089679999999999982 0.12011000000000001 0.075585000000000013 -0.38100999999999996 0.085945000000000008 -0.011369999999999998 -0.09632499999999998 0.10575500000000002 -0.084599999999999981 0.086965000000000015 -0.012224999999999998 -0.084324999999999997 0.084515000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 -7 -8 -6 11 -11 -10 -4
right_child=1 -3 12 4 8 6 7 -9 9 10 -12 -13 -14
leaf_value=-0.00066544412459027707 -0.00051958262636899106 -7.9460333631391961e-06 0.0071122464299458897 -0.00097963790011335343 0.001125551299319783 0.0073118264256766359 0.0029408756961113551 0.0012618379924416586 0.006488011467539319 0.005866176075918844 0.0032877259413223153 0.0034955091643646581 0.0042137186486156802
leaf_weight=90 66 98 53 53 57 52 672 238 65 60 1322 65 80
leaf_count=90 66 98 53 53 57 52 672 238 65 60 1322 65 80
internal_value=0 0.00301866 0.00312533 0.00301255 0.00310286 0.00256663 0.00276226 0.00250202 0.0034496 0.00353705 0.00339985 0.00499367 0.00537064
internal_weight=0 2881 2783 2650 2584 1015 962 910 1569 1512 1382 130 133
internal_count=2971 2881 2783 2650 2584 1015 962 910 1569 1512 1382 130 133
is_linear=0
shrinkage=0.0232295


Tree=2769
num_leaves=21
num_cat=0
split_feature=4 15 16 45 401 0 52 15 15 160 52 1375 39 4 0 1 482 401 147 16
split_gain=1.68587 2.30359 1.14391 0.875041 0.731311 0.739995 1.37814 2.62908 1.32709 1.80381 1.04585 0.719261 0.610665 0.747298 1.60347 0.63323 0.500934 0.481289 0.424368 0.265839
threshold=0.31392000000000003 -0.46483499999999994 -0.4136149999999999 0.08179500000000002 0.086390000000000008 -0.10228499999999999 0.013340000000000001 -0.031624999999999993 0.021950000000000001 0.023210000000000005 -0.014264999999999998 -0.030214999999999995 0.089030000000000012 -0.42305999999999994 -0.0033699999999999993 0.089745000000000019 0.08487500000000002 0.096230000000000024 0.08955500000000001 -0.079394999999999979
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 16 18 4 5 6 8 -8 9 10 -1 -7 13 15 -15 -13 -2 -6 -3 -19
right_child=1 2 -4 -5 17 11 7 -9 -10 -11 -12 12 -14 14 -16 -17 -18 19 -20 -21
leaf_value=-0.0023691042826323606 0.0052019570613985886 -0.00052336026180136569 -0.0036018528964346258 0.0059398991258054912 0.0062905692424101477 0.0052684795268582978 0.0025809733843085523 -0.0046562098364624693 0.005972283149169629 0.0047662303107958359 0.0022967157285080728 0.0063516604596733344 0.00063737972600772105 0.002820210779011709 -0.0015801976902096967 0.0031055865019040852 0.001903272330464599 0.0025593895298069449 0.0023226491416008257 0.0047737565954361558
leaf_weight=65 64 91 61 56 53 74 75 55 60 75 57 67 84 1642 54 89 54 84 52 59
leaf_count=65 64 91 61 56 53 74 75 55 60 75 57 67 84 1642 54 89 54 84 52 59
internal_value=0 0.000897953 -0.000718437 0.00282602 0.00275866 0.00263762 0.00162913 -0.000478847 0.00269647 0.0016974 -0.000186972 0.00283166 0.00273837 0.00283352 0.00267995 0.00450145 0.00369466 0.00423764 0.000509675 0.00347489
internal_weight=0 322 204 2649 2593 2397 387 130 257 197 122 2010 1936 1852 1696 156 118 196 143 143
internal_count=2971 322 204 2649 2593 2397 387 130 257 197 122 2010 1936 1852 1696 156 118 196 143 143
is_linear=0
shrinkage=0.0251444


Tree=2770
num_leaves=17
num_cat=0
split_feature=1 4 1 39 12 14 1 4 12 12 4 4 52 4 1 12
split_gain=100.835 12.5874 11.9874 9.75041 6.69704 5.89553 4.22889 3.52304 3.4166 2.90361 2.21181 3.17508 1.6394 1.04763 0.663464 0.581414
threshold=0.11156000000000001 0.31392000000000003 0.13074500000000003 0.0047850000000000011 0.089135000000000006 0.073890000000000011 0.088035000000000016 0.31392000000000003 0.11755500000000001 0.099170000000000022 -0.4950449999999999 -0.111135 -0.046194999999999993 0.42405000000000009 0.13842500000000005 0.08622500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 13 8 -5 -4 10 -6 15 -12 -13 -2 -9 -1
right_child=2 -3 7 6 9 -7 -8 14 -10 -11 11 12 -14 -15 -16 -17
leaf_value=0.0037280257988793605 0.0014683874235529798 0.001859239761444473 0.0015925555041633912 0.0028821469802994049 0.0030558223830667009 0.0038736161250130879 0.0019207456804274214 0.00060640661425223304 0.0025254050192550499 0.0021004633191796587 0.0025796744112778647 0.002977666951103197 0.0031835862542497267 0.0019814844727625968 0.0010089564262415801 0.0032993002302184613
leaf_weight=61 103 74 87 76 56 90 82 59 84 54 94 444 1391 52 89 53
leaf_count=61 103 74 87 76 56 90 82 59 84 54 94 444 1391 52 89 53
internal_value=0 0.00305038 0.00160629 0.00308748 0.00203368 0.00313765 0.00238339 0.00112421 0.00310649 0.00258711 0.00313037 0.00310679 0.00313378 0.00164073 0.000848692 0.00352898
internal_weight=0 2449 500 2375 265 2217 158 235 2127 110 2043 1929 1835 155 148 114
internal_count=2949 2449 500 2375 265 2217 158 235 2127 110 2043 1929 1835 155 148 114
is_linear=0
shrinkage=0.00293013


Tree=2771
num_leaves=17
num_cat=0
split_feature=4 52 1210 4 49 16 48 3 16 52 10 41 3 42 52 16
split_gain=2.25031 2.04035 1.02232 0.82879 1.36311 0.852718 0.825766 0.949833 1.05863 1.54222 1.35573 1.313 0.989133 0.626945 0.588537 0.58797
threshold=0.31392000000000003 0.056265000000000009 -0.081369999999999984 0.50027500000000014 -0.029519999999999998 -0.11082499999999999 -0.087924999999999989 0.28833000000000003 -0.069994999999999988 0.51326500000000019 -0.008564999999999998 0.075585000000000013 0.090170000000000014 0.11195000000000001 0.084050000000000014 -0.075724999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 14 4 -2 -5 -4 8 12 10 -10 -12 13 15 -1 -8
right_child=1 -3 6 5 -6 -7 7 -9 9 -11 11 -13 -14 -15 -16 -17
leaf_value=0.0078834720632915828 0.00053722000607882888 0.0053526327489276642 0.0061450898501522605 0.0031818018712747244 -0.0054093003919642602 -0.0012215641036069931 0.0033890579736904074 -0.00070955355465645361 0.0070122758239459966 -0.0022643614310250328 0.0025789422763833176 -0.0019308194919877559 0.0071141601786628723 0.0010495116053502809 0.0036473265169585907 0.0062994896299825975
leaf_weight=52 66 57 61 69 58 72 821 60 53 55 1211 54 60 86 54 60
leaf_count=52 66 57 61 69 58 72 821 60 53 55 1211 54 60 86 54 60
internal_value=0 0.000491953 0.00300119 -0.000552411 -0.00224178 0.000931131 0.0028864 0.00280548 0.00289348 0.00237847 0.00257245 0.00238619 0.00358169 0.0033622 0.00572829 0.00358761
internal_weight=0 322 2627 265 124 141 2521 2460 2400 1373 1318 1265 1027 967 106 881
internal_count=2949 322 2627 265 124 141 2521 2460 2400 1373 1318 1265 1027 967 106 881
is_linear=0
shrinkage=0.0283167


Tree=2772
num_leaves=18
num_cat=0
split_feature=2 42 4 15 15 12 157 133 157 1210 4 13 2 2 2 4 1213
split_gain=1.82333 1.1295 1.02156 1.5243 1.81315 0.732297 0.732327 1.32263 1.23185 0.736501 0.734485 2.09926 0.81143 0.636981 1.42615 1.2585 0.220981
threshold=0.14290000000000003 0.095935000000000006 0.31392000000000003 -0.46483499999999994 -0.063834999999999989 0.11878500000000002 1.0000000180025095e-35 0.066685000000000008 0.14220000000000002 -0.081369999999999984 -0.17568999999999999 0.036560000000000002 0.096780000000000019 0.095850000000000005 0.097695000000000018 -0.011369999999999998 -0.082414999999999974
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 9 8 -8 16 11 12 -11 15 -15 -12 -1
right_child=1 -3 3 4 -6 -7 7 -9 -10 10 13 -13 -14 14 -16 -17 -18
leaf_value=0.0033727184563722076 -0.0024648214147942231 0.002201045777973303 0.0033636047996907612 -0.0029880076905944302 0.0030373757453176723 -0.00012104108998948662 0.0086696509646375791 0.00084430066476718019 0.0029793833993660172 0.004048052797397431 0.0018566741796127587 9.1721696272555276e-05 0.0085984740795468327 -0.0027125414087635861 0.0018440253093921512 0.0034341556497629717 0.0058413667890817658
leaf_weight=53 96 60 94 104 54 76 57 54 52 61 1023 64 52 56 384 557 52
leaf_count=53 96 60 94 104 54 76 57 54 52 61 1023 64 52 56 384 557 52
internal_value=0 -0.000668431 0.00229443 0.000672398 -0.000926896 0.00245518 0.00253472 0.0042654 0.00595764 0.00241205 0.00230745 0.00395758 0.00614457 0.00216272 0.00126345 0.00241297 0.004598
internal_weight=0 156 2793 252 158 2541 2465 163 109 2302 2197 177 113 2020 440 1580 105
internal_count=2949 156 2793 252 158 2541 2465 163 109 2302 2197 177 113 2020 440 1580 105
is_linear=0
shrinkage=0.0266834


Tree=2773
num_leaves=17
num_cat=0
split_feature=44 1 0 16 11 49 160 3 0 11 157 16 474 0 3 3
split_gain=1.63201 1.56454 1.70298 1.94184 1.23385 0.802515 0.750688 1.22101 1.95695 1.14604 0.777939 1.03224 0.677365 0.669817 0.720257 2.20272
threshold=0.081710000000000019 0.092395000000000019 -0.14867499999999997 -0.51287499999999986 0.078340000000000007 0.12001000000000002 -0.24155499999999996 -0.14186499999999996 -0.0033699999999999993 0.091055000000000011 -0.061169999999999995 -0.40885499999999991 0.10123000000000001 -0.15445999999999996 -0.005644999999999999 -0.051469999999999995
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 12 -4 9 10 -8 -9 -12 13 -1 15 -15
right_child=-2 2 6 -5 -6 -7 7 8 -10 -11 11 -13 -14 14 -16 -17
leaf_value=0.0044907241999346068 0.0059729047537218031 0.00094775760527129134 0.0036110638253111799 -0.0047493825470124301 -0.0010700965714448955 -0.000352561088192894 0.0051672327445037398 -0.0014647036084145474 -0.0032596193698136845 0.0003991330967937427 -0.0011728992100298531 0.0019013472946921416 0.0047339649453977655 0.0019117263621535238 -1.6930519684407055e-05 0.0059285135831482361
leaf_weight=69 52 78 71 68 78 78 73 67 74 53 80 387 62 1471 100 88
leaf_count=69 52 78 71 68 78 78 73 67 74 53 80 387 62 1471 100 88
internal_value=0 0.00156479 0.000744855 -0.0017039 0.00196535 0.00209223 0.0011893 0.000954689 0.000496469 0.00316369 0.00101747 0.00137415 0.00219891 0.00210781 0.00200854 0.00213863
internal_weight=0 2897 951 146 1946 1868 805 734 608 126 534 467 1790 1728 1659 1559
internal_count=2949 2897 951 146 1946 1868 805 734 608 126 534 467 1790 1728 1659 1559
is_linear=0
shrinkage=0.0246514


Tree=2774
num_leaves=9
num_cat=0
split_feature=2 39 39 11 41 41 40 4
split_gain=1.38378 1.83705 0.977899 0.947061 0.89118 0.853166 1.11172 1.37134
threshold=0.25063000000000007 0.11742500000000002 -0.0091949999999999983 0.093845000000000026 0.088910000000000017 0.077550000000000022 -0.08440499999999998 -0.50690499999999983
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 -8
right_child=-2 -3 3 -5 -6 -7 7 -9
leaf_value=0.0042991001967063562 -0.0023953210413663428 -0.0029690387883992307 -0.0017906233854351195 -0.0012386801825125114 0.0041513179851109206 -0.0011349037651976288 0.0049301584908025007 0.0014302602581940016
leaf_weight=63 54 52 56 73 64 71 62 2454
leaf_count=63 54 52 56 73 64 71 62 2454
internal_value=0 0.00135618 0.00143538 0.00137039 0.00144084 0.00137511 0.0014445 0.0015166
internal_weight=0 2895 2843 2780 2707 2643 2572 2516
internal_count=2949 2895 2843 2780 2707 2643 2572 2516
is_linear=0
shrinkage=0.0232295


Tree=2775
num_leaves=16
num_cat=0
split_feature=1 43 15 149 43 49 9 1453 15 16 133 133 0 0 16
split_gain=2.75307 1.22868 0.834843 0.636694 0.832573 0.840508 1.68055 1.09162 0.962722 0.890432 0.756337 1.08679 0.57651 0.509945 0.453047
threshold=0.12765500000000005 -0.06372499999999999 -0.40992999999999996 1.0000000180025095e-35 -0.50360999999999989 -0.008964999999999999 0.084755000000000011 -0.077554999999999985 -0.094389999999999988 0.0097750000000000007 -0.07192999999999998 1.0000000180025095e-35 -0.069414999999999991 -0.14385499999999998 -0.0079049999999999971
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 8 7 -7 -6 13 12 -12 -9 -10 -15
right_child=1 2 -4 -5 5 6 -8 10 9 -11 11 -13 -14 14 -16
leaf_value=-0.0018684141936995021 -0.0040029578577357814 0.0024138105527586203 -0.0016672805825616438 0.003504934080614989 -0.0028537983490693709 0.0045245821303313508 0.006051370493061474 0.0025111657203165097 0.0032743565921330279 -0.0022838146250776922 0.00029419309418013515 0.0016562367494985051 -0.00034098510903989758 -5.1378942361054148e-05 0.0027082426840328478
leaf_weight=60 94 54 94 83 62 71 53 400 68 57 825 781 55 156 55
leaf_count=60 94 54 94 83 62 71 53 400 68 57 825 781 55 156 55
internal_value=0 -0.00166387 -0.000176347 0.00124716 0.00117615 0.00124698 0.0014484 0.00133384 0.00014051 0.000693862 0.00122379 0.000956731 0.00216579 0.00130321 0.00066663
internal_weight=0 242 148 2726 2643 2583 2185 2132 398 336 2061 1606 455 279 211
internal_count=2968 242 148 2726 2643 2583 2185 2132 398 336 2061 1606 455 279 211
is_linear=0
shrinkage=0.0261602


Tree=2776
num_leaves=13
num_cat=0
split_feature=3 39 10 34 158 1213 1213 394 13 1455 2 13
split_gain=1.71905 0.929946 0.772565 1.02796 0.751497 0.728322 0.908028 0.669306 0.492009 0.44846 0.536125 0.714974
threshold=0.3148450000000001 0.094095000000000026 -0.083839999999999984 -0.080599999999999991 0.080235000000000015 0.12428000000000002 0.088070000000000023 -0.077774999999999983 1.0000000180025095e-35 0.079160000000000008 0.083815000000000014 -0.018299999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 -3 10 -6 -12
right_child=-2 8 3 4 9 -7 -8 -9 -10 -11 11 -13
leaf_value=0.0037222879897087797 -0.0024149477574626215 3.9800660717808392e-05 -0.0021963529084809098 0.0023883226536077161 0.0032032567047947953 0.0028793962633547124 -0.0019904437521664257 0.00071007273215878939 -0.0027262641064303389 0.0040346668781145317 -0.00035228411368928489 0.0029178378711302638
leaf_weight=53 90 100 57 137 79 89 64 2039 53 52 98 57
leaf_count=53 90 100 57 137 79 89 64 2039 53 52 98 57
internal_value=0 0.000844646 0.000943634 0.000888426 0.00095576 0.000817589 0.000735558 0.000815849 -0.000916758 0.00208007 0.00164466 0.000848677
internal_weight=0 2878 2725 2672 2615 2329 2240 2176 153 286 234 155
internal_count=2968 2878 2725 2672 2615 2329 2240 2176 153 286 234 155
is_linear=0
shrinkage=0.0232295


Tree=2777
num_leaves=9
num_cat=0
split_feature=40 15 10 9 1212 1429 1429 483
split_gain=1.73606 1.23816 1.04544 2.72281 0.679597 0.611884 1.11493 0.819359
threshold=0.053385000000000009 0.15277000000000004 -0.16262499999999996 -1.0000000180025095e-35 0.12218000000000002 -0.092119999999999994 -0.061949999999999998 0.11930000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -8
right_child=-2 -3 3 4 -6 6 7 -9
leaf_value=0.0050309550172852316 -0.0036269877964195943 -0.0030893332199989059 -0.0044233200459658107 0.0038858282070654629 0.0039021557196725347 -0.0032757745120973697 0.00091555533264689232 0.0043902179731512827
leaf_weight=52 73 64 78 59 68 52 2464 58
leaf_count=52 73 64 78 59 68 52 2464 58
internal_value=0 0.000882215 0.000972108 0.000896049 0.00104978 0.000975994 0.000909177 0.000995587
internal_weight=0 2895 2831 2779 2701 2633 2574 2522
internal_count=2968 2895 2831 2779 2701 2633 2574 2522
is_linear=0
shrinkage=0.028883


Tree=2778
num_leaves=26
num_cat=0
split_feature=1 12 3 1 4 123 3 12 3 4 3 4 2 13 49 52 2 4 40 49 13 13 12 1 133
split_gain=69.393 14.0595 10.6092 7.85572 7.49089 7.23055 4.66742 4.58653 3.33082 3.23998 2.8967 4.05279 2.70185 2.28794 2.17862 1.84325 2.85837 1.79293 1.52477 1.39469 1.22911 0.880419 0.729042 0.720117 0.503466
threshold=0.11690500000000002 0.056995000000000011 0.31316500000000008 0.092395000000000019 0.053330000000000009 0.086990000000000026 -0.0070649999999999992 0.097240000000000007 0.11745500000000002 0.44128500000000004 -0.14186499999999996 -0.10701499999999999 0.123795 0.041960000000000004 -0.021474999999999998 -0.089799999999999977 0.08647500000000001 -0.082619999999999985 -0.08095999999999999 -0.078789999999999985 -0.080784999999999982 -0.085234999999999991 0.084805000000000005 0.077375000000000013 -0.076969999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 15 10 9 18 20 14 12 13 -12 -2 -3 -8 -1 -17 22 -5 -19 -6 -21 -13 -18 -24
right_child=2 4 -4 6 7 -7 8 -9 -10 -11 11 17 -14 -15 -16 16 23 19 -20 21 -22 -23 24 -25 -26
leaf_value=0.0024871606162676918 0.0020023625943784533 0.0031181033266930768 -1.8525841673126848e-05 0.0013099821056064458 0.00229177682539975 0.00044460777289837764 0.001629513303810648 0.0012563673523681039 0.0012332184725610202 0.00085408083571431341 0.0015609422732282166 0.0027716026226273574 0.0011938092988865432 0.0024257219117215494 0.002394337574161022 0.0024607621890379129 0.0019136571946481249 0.0018767443397990208 0.0006386042329118083 0.0024240565742380754 0.001799656184898918 0.0022518145039552954 0.0026765878823669614 0.0014512770843253327 0.0023766128525887749
leaf_weight=80 78 63 85 56 94 87 60 80 70 56 57 69 57 97 59 60 57 66 52 333 72 860 59 52 209
leaf_count=80 78 63 85 56 94 87 60 80 70 56 57 69 57 97 59 60 57 66 52 333 72 860 59 52 209
internal_value=0 0.00216638 0.000851863 0.00176435 0.00227298 0.0011181 0.00145471 0.00181127 0.00172181 0.00142471 0.00233561 0.00230046 0.0016612 0.00269854 0.00200896 0.00213355 0.00196598 0.00232685 0.000987005 0.00227776 0.00207851 0.00229992 0.00251018 0.00169335 0.00244276
internal_weight=0 2605 363 546 2059 278 297 246 189 191 1813 1653 135 160 119 249 169 1596 108 1259 166 1193 337 109 268
internal_count=2968 2605 363 546 2059 278 297 246 189 191 1813 1653 135 160 119 249 169 1596 108 1259 166 1193 337 109 268
is_linear=0
shrinkage=0.00281635


Tree=2779
num_leaves=9
num_cat=0
split_feature=14 40 15 33 34 4 4 15
split_gain=1.34462 0.951882 0.956236 0.656174 0.959379 1.09228 1.2504 0.923581
threshold=-0.31893999999999995 0.053385000000000009 0.15867500000000004 0.080895000000000009 -0.066379999999999981 0.41823000000000005 0.31392000000000003 -0.14151499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.0023959975150430139 -0.0022898337451199729 -0.0022019873816311306 -0.0024521880882912013 0.0040738900566037236 0.0031821705421889988 0.0038855602820143174 -0.0026106438162724292 0.0010075150781978389
leaf_weight=86 59 65 54 53 148 100 65 2338
leaf_count=86 59 65 54 53 148 100 65 2338
internal_value=0 0.000989028 0.00106276 0.00113156 0.00107391 0.00114888 0.00104149 0.00113709
internal_weight=0 2882 2817 2763 2710 2651 2551 2486
internal_count=2968 2882 2817 2763 2710 2651 2551 2486
is_linear=0
shrinkage=0.0266834


Tree=2780
num_leaves=27
num_cat=0
split_feature=3 2 4 123 3 0 2 4 3 2 160 3 16 3 16 52 0 2 4 51 3 158 51 16 52 4
split_gain=44.2528 13.7376 11.3963 9.22273 11.3876 5.05534 4.30568 2.85293 6.14379 2.54488 2.42566 3.05855 3.59951 1.98463 1.86211 1.62457 1.42927 1.4178 1.40351 1.29214 1.7154 1.04852 0.865459 0.776702 1.27659 0.903182
threshold=-0.063889999999999988 0.16993500000000003 0.41377500000000006 0.080635000000000012 0.28833000000000003 -0.14867499999999997 0.088820000000000024 -0.46195999999999998 -0.10859999999999999 -0.021469999999999996 0.096695000000000017 -0.016294999999999994 -1.0000000180025095e-35 0.10166000000000001 0.0060400000000000011 0.048245000000000003 -0.092344999999999983 0.11366500000000002 -0.018664999999999998 -0.092104999999999979 -0.082439999999999986 0.081110000000000015 -0.20636999999999997 -0.082244999999999985 0.085540000000000019 -0.080414999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 10 -1 14 -8 -9 -5 11 18 15 -14 21 -13 -10 -11 -2 -16 -21 23 -18 25 -25 -7
right_child=1 -3 -4 9 -6 6 7 8 16 17 -12 12 13 -15 19 -17 22 -19 -20 20 -22 -23 -24 24 -26 -27
leaf_value=0.0033131274407625908 0.0014954491236275384 0.00039584047053261651 0.0011418924368168093 0.00079278887843764142 0.0010094553220420736 0.002853483858053704 0.0028713531086079062 0.0015379438412900875 0.0020554343048076094 0.0017177520375840781 0.0015730133067906578 0.001968190812720364 0.0030175309416586127 0.0022988174947698968 0.0019916874568805146 0.0025658625366176031 0.0021342076892276523 0.0011728962494855213 0.0021434988202318752 0.0029150248440606838 0.0021895252907648392 0.0029654681415993817 0.0024915653030289941 0.0026271789329575254 0.0022532484663258211 0.0025732244034497019
leaf_weight=69 56 63 52 59 84 228 76 86 100 103 52 146 87 54 62 54 69 69 60 52 62 91 426 422 98 181
leaf_count=69 56 63 52 59 84 228 76 86 100 103 52 146 87 54 62 54 69 69 60 52 62 91 426 422 98 181
internal_value=0 0.00171526 0.00249741 0.0018161 0.00200968 0.00253225 0.00250465 0.00233134 0.00227102 0.00131903 0.00217468 0.00224308 0.00238319 0.0027425 0.00261432 0.00212972 0.00237693 0.00149936 0.00183092 0.00233454 0.00252073 0.00266257 0.00244182 0.00263286 0.00255677 0.00272953
internal_weight=0 887 2074 824 593 2022 1953 757 681 231 509 457 341 141 1196 200 595 172 116 176 114 1020 495 929 520 409
internal_count=2961 887 2074 824 593 2022 1953 757 681 231 509 457 341 141 1196 200 595 172 116 176 114 1020 495 929 520 409
is_linear=0
shrinkage=0.00293013


Tree=2781
num_leaves=34
num_cat=0
split_feature=1 1 12 3 15 15 3 13 13 1 2 3 12 12 1 51 3 12 12 3 2 1429 12 1 15 15 13 15 13 16 16 13 13
split_gain=101.695 19.8818 13.5418 9.91235 5.6846 4.72022 6.73017 4.35361 3.7182 3.25734 3.10848 3.08115 3.82171 2.45177 2.38311 2.34365 1.83944 1.71554 1.44648 1.43187 1.39979 1.35119 1.23054 1.13599 0.902918 0.861767 0.720224 0.714425 0.447716 0.435564 0.542721 0.734201 0.181701
threshold=0.10423500000000001 0.12448500000000001 0.087605000000000002 -0.066229999999999997 -0.26361999999999991 0.039965000000000007 -0.14719499999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 0.080545000000000019 0.13388500000000003 -0.11151499999999999 0.088395000000000015 0.096535000000000024 0.14547000000000002 -0.092389999999999986 0.093925000000000022 0.098785000000000012 0.084065000000000015 -0.010059999999999998 0.088065000000000018 0.084515000000000021 0.095175000000000023 0.11215000000000001 0.094570000000000015 -0.0092699999999999987 -0.092844999999999997 -0.076929999999999985 -0.084964999999999985 -0.08458499999999998 -0.074254999999999988 -0.075904999999999986 -0.077614999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 5 14 11 -7 9 23 22 -6 12 -1 18 -3 -9 19 -4 -13 -17 24 25 -5 -2 26 -20 -8 -15 -28 -22 -31 -32 -26
right_child=1 4 17 7 10 6 20 15 -10 -11 -12 13 -14 27 -16 16 -18 -19 21 -21 29 -23 -24 -25 32 -27 28 -29 -30 30 31 -33 -34
leaf_value=0.0016104396071273798 0.0006002056416162273 0.0005492689191529457 0.0026562234185113199 0.0024212193539052147 0.0015637962137980679 0.0038307951832463999 0.0025690777485427008 0.0028819353939038782 0.0016810755107525938 0.0013800007726646785 0.00069947925195688692 0.0030291472640080019 0.0025753071502276881 0.0024345071838680677 -0.00025422764133121057 0.0021404151614717957 0.0018291887413089392 0.0020286694590462236 0.0024995279663911764 0.00280447565889947 0.0023576453761295461 0.0029497305015713533 0.0018813428310763434 0.0011617484000729817 0.0027174366244780371 0.0029047990203889687 0.0031078704866629456 0.0019734208292899957 0.0028758329158277275 0.0028228435656599401 0.0027807332218525152 0.002329480227410162 0.0024682341451551641
leaf_weight=67 56 81 85 71 63 53 57 78 95 72 83 83 75 59 52 55 56 68 400 58 61 86 76 70 54 52 94 59 366 89 55 75 57
leaf_count=67 56 81 85 71 63 53 57 78 95 72 83 83 75 59 52 55 56 68 400 58 61 86 76 70 54 52 94 59 366 89 55 75 57
internal_value=0 0.00126554 0.00170719 0.00257538 0.000673398 0.00267204 0.00281434 0.00219323 0.00124298 0.00189183 0.00107265 0.00251679 0.00212027 0.00259294 0.000234885 0.00246033 0.00226556 0.00237752 0.00266675 0.00248154 0.00275497 0.00261078 0.00214231 0.000912422 0.00283231 0.00254622 0.00288432 0.00220423 0.00292332 0.00258141 0.00264359 0.00252064 0.00258975
internal_weight=0 653 374 2308 279 1842 961 466 221 219 146 881 142 739 133 247 169 153 621 113 908 538 147 126 628 452 517 118 460 280 219 130 111
internal_count=2961 653 374 2308 279 1842 961 466 221 219 146 881 142 739 133 247 169 153 621 113 908 538 147 126 628 452 517 118 460 280 219 130 111
is_linear=0
shrinkage=0.00293013


Tree=2782
num_leaves=17
num_cat=0
split_feature=1 4 1 33 1455 402 402 4 11 1 455 4 16 403 42 1
split_gain=0.906731 0.942113 1.10343 0.928306 0.717965 0.772938 3.2586 0.820833 0.793216 2.14126 0.985779 0.950392 0.741952 0.426831 0.284839 0.161684
threshold=0.13300500000000001 0.51734000000000002 0.14804000000000003 1.0000000180025095e-35 -0.10311999999999999 0.088470000000000007 0.08406000000000001 -0.025824999999999997 1.0000000180025095e-35 0.090485000000000024 0.079195000000000015 0.42405000000000009 0.46043000000000006 0.23383500000000004 0.085790000000000019 0.13941500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 -1 6 8 13 10 -10 11 -6 -11 14 -7 -2
right_child=1 -3 -4 -5 5 7 -8 -9 9 12 -12 -13 -14 -15 -16 -17
leaf_value=0.0045529595503078224 -0.0017662647227163022 -0.0032391129996261433 0.0039668452137923303 0.005305512287016481 0.0012038691672485388 0.0036339673113552225 -0.005139988030518172 0.0005510465004297286 0.0067009082373264521 -0.0015607853806736817 0.004715138621580307 0.0045751989042534802 0.0029923484840397255 0.002008736202973216 0.0062057728904843321 0.00033625974949399654
leaf_weight=61 54 54 57 52 1993 73 55 76 78 52 65 64 54 61 58 54
leaf_count=61 54 54 57 52 1993 73 55 76 78 52 65 64 54 61 58 54
internal_value=0 -0.000117496 0.000902363 0.00170116 0.00163137 0.00156348 0.00140601 0.00294962 0.00156226 0.0032777 0.00141338 0.0013089 0.000755995 0.00389754 0.00477485 -0.000712312
internal_weight=0 219 165 2742 2690 2629 2361 268 2306 184 2122 2057 106 192 131 108
internal_count=2961 219 165 2742 2690 2629 2361 268 2306 184 2122 2057 106 192 131 108
is_linear=0
shrinkage=0.0272171


Tree=2783
num_leaves=30
num_cat=0
split_feature=15 0 159 0 39 1 1 133 0 1 15 15 0 403 43 43 0 133 403 0 0 1 0 15 42 43 42 123 15
split_gain=1.78345 1.39284 0.913284 0.963021 1.07034 1.36168 1.08819 1.37166 1.14762 0.886949 0.751906 2.07176 2.435 0.579056 0.476138 0.420915 0.722446 0.486036 0.474524 0.530757 0.699072 0.495429 0.798657 0.439112 0.434119 0.721777 0.241864 0.217692 0.210381
threshold=0.084630000000000025 -0.10339499999999999 0.12274500000000001 -0.24203499999999997 0.090455000000000021 0.085720000000000005 0.090880000000000016 -0.0029049999999999996 0.098975000000000021 0.11644500000000001 0.039965000000000007 -0.0073449999999999991 0.047640000000000009 0.052650000000000009 -1.0000000180025095e-35 -0.082204999999999986 -0.080634999999999984 0.056015000000000002 0.098420000000000021 -0.081814999999999985 -0.08645499999999999 0.083960000000000021 -0.071749999999999994 0.11129500000000002 0.085790000000000019 -0.010264999999999998 0.094640000000000016 0.087855000000000016 0.083340000000000011
decision_type=2 2 2 2 2 2 2 2 2 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 10 14 -8 -9 -6 11 13 -13 -5 -7 16 -3 -18 19 20 -17 23 -23 26 -22 -26 -21 -11 -12
right_child=1 15 -4 4 9 6 7 8 -10 27 28 12 -14 -15 -16 18 17 -19 -20 21 24 22 -24 -25 25 -27 -28 -29 -30
leaf_value=0.0042939592982090043 0.0054328299424693744 -0.0015333615424896303 0.003952889377411492 0.0016360170708235005 0.0049384843083017703 -0.00084716117217270169 -0.0030781864718483149 0.0010144808681456455 -0.0027746405643383236 0.0023520413974184627 0.004188716304493063 -0.0059145498055723413 0.0015426813820197754 -0.00074066350414008603 -0.0040678847207917318 0.0012727932315654532 0.0038524358875645622 0.00042157939581772641 0.00048034385249666331 0.0029132382882605199 0.0026713156864838754 0.0013698623814936458 0.0053413640680450656 -0.00070700935154076512 0.007640673800995648 0.0032804930854024869 0.00057221184754735607 9.4948144994206453e-06 0.0020385097080960739
leaf_weight=52 87 64 64 596 69 59 87 456 65 53 55 66 59 83 74 78 54 65 100 71 71 91 60 74 52 57 57 61 81
leaf_count=52 87 64 64 596 69 59 87 456 65 53 55 66 59 83 74 78 54 65 100 71 71 91 60 74 52 57 57 61 81
internal_value=0 0.00220803 0.000816318 0.000711399 0.000611303 0.000400132 -0.000454961 2.28284e-05 0.000541203 0.00254952 0.0010745 0.000763637 -0.00239246 0.00134508 -0.00264128 0.00189389 0.000750268 0.00198083 0.00218783 0.00246683 0.00338798 0.00179277 0.00294983 0.000926422 0.00430298 0.00536319 0.00187298 0.00110107 0.00291017
internal_weight=0 981 1980 1916 1864 1681 741 608 521 183 940 804 125 679 133 894 183 119 711 611 258 353 151 202 180 109 128 114 136
internal_count=2961 981 1980 1916 1864 1681 741 608 521 183 940 804 125 679 133 894 183 119 711 611 258 353 151 202 180 109 128 114 136
is_linear=0
shrinkage=0.0266834


Tree=2784
num_leaves=20
num_cat=0
split_feature=15 16 3 15 14 16 12 16 12 4 41 11 3 4 15 0 2 1213 12
split_gain=1.23433 1.10132 1.09616 0.87979 3.11657 3.92988 1.83924 0.841265 1.86839 0.831155 0.819951 1.23019 1.45472 0.779001 0.479678 0.290569 0.272671 0.272218 0.250247
threshold=0.084630000000000025 -0.53342999999999996 -0.12077499999999998 -0.26361999999999991 -0.41608999999999996 -0.43491999999999992 -0.10468499999999999 0.062910000000000008 0.083865000000000009 -0.083524999999999974 0.081670000000000006 0.080455000000000013 -0.10175499999999998 -0.082619999999999985 0.087670000000000012 -0.081909999999999997 0.092005000000000017 0.0041950000000000008 0.092395000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 -6 -5 8 -4 15 11 12 16 -14 -11 -10 -8 18 -16
right_child=2 3 7 6 5 -7 10 -9 9 14 -12 -13 13 -15 17 -17 -18 -19 -20
leaf_value=0.003437352614306216 0.0054641261254022985 0.0032540814370967414 0.0064382791806347249 0.0056266984007601484 0.00043496280138521378 -0.0090344676885727292 -0.0011455564218309313 -0.0010896779868136649 -0.0011757291088430421 0.0038587856325959218 -0.0020584086475667149 0.0039339786027243508 0.0022422670567405836 0.00049450516561638065 0.0012798629816759906 0.0009687440482521113 -0.0038385107724047589 0.00035276430067087815 0.0025646879255424447
leaf_weight=98 56 73 59 53 72 55 56 75 88 84 80 80 216 1145 205 92 52 91 231
leaf_count=98 56 73 59 53 72 55 56 75 88 84 80 80 216 1145 205 92 52 91 231
internal_value=0 0.000679013 0.00183688 0.000535228 -0.0011373 -0.00366373 0.000734272 0.00161698 0.00185613 0.00151399 0.00057492 0.000711106 0.000535398 0.000772096 0.00198348 -7.80825e-05 -0.0024448 0.00168403 0.00196124
internal_weight=0 1980 981 1882 200 127 1682 925 850 791 1629 1549 1469 1361 611 180 108 527 436
internal_count=2961 1980 981 1882 200 127 1682 925 850 791 1629 1549 1469 1361 611 180 108 527 436
is_linear=0
shrinkage=0.0266834


Tree=2785
num_leaves=13
num_cat=0
split_feature=42 160 160 51 50 481 3 51 1373 51 3 15
split_gain=1.39453 1.10353 1.30135 1.01901 1.00249 0.916712 0.858974 0.839213 0.951908 0.982367 0.687364 0.669455
threshold=0.12219000000000001 0.11475 0.098760000000000014 0.11794000000000002 0.12454000000000001 -0.082509999999999986 -0.080349999999999991 -0.21463999999999997 0.081160000000000024 -0.14190999999999998 -0.063264999999999988 -0.052239999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -3 11 9 -9 -2 -7
right_child=10 6 -4 4 -6 7 -8 8 -10 -11 -12 -13
leaf_value=0.0034368932469431854 8.6525518538164097e-05 0.00020618703683278152 0.0045245653608137239 0.0052583296938058278 0.00030071343626802028 0.0039961209102223243 -0.004330753800951808 -0.0029441548568375601 -0.0029211400077006652 0.00074785325258330988 -0.0042688027512403819 0.00029495198819329445
leaf_weight=98 52 84 80 80 52 102 52 57 59 2131 60 60
leaf_count=98 52 84 80 80 52 102 52 57 59 2131 60 60
internal_value=0 0.000913206 0.00103534 0.000929451 0.00330757 0.000804118 -0.00152635 0.000696892 0.000557596 0.000651537 -0.00224404 0.00262715
internal_weight=0 2855 2719 2639 132 2507 136 2409 2247 2188 112 162
internal_count=2967 2855 2719 2639 132 2507 136 2409 2247 2188 112 162
is_linear=0
shrinkage=0.0277614


Tree=2786
num_leaves=29
num_cat=0
split_feature=3 3 43 2 2 12 0 40 2 402 41 3 15 43 0 12 15 12 133 3 474 0 475 3 12 0 15 160
split_gain=55.8058 18.4995 19.4925 7.27215 5.8392 11.639 3.56298 3.40935 3.23413 2.59335 2.61424 2.57462 2.6746 2.25239 1.67184 1.96685 1.44025 1.30484 1.24119 1.16602 1.15194 1.11329 1.08748 0.943449 0.896559 0.720914 0.551711 0.496537
threshold=-0.06656999999999999 0.28833000000000003 -0.043814999999999993 0.10869000000000002 0.10100500000000003 0.087495000000000003 -0.14680499999999999 -0.037459999999999993 0.13673000000000005 0.090075000000000002 0.076195000000000013 0.0066850000000000008 -0.031624999999999993 -0.085594999999999991 0.035525000000000008 0.095775000000000013 0.097415000000000015 -0.088999999999999982 -0.035699999999999989 0.11745500000000002 0.09091500000000001 -0.10071499999999999 -0.0070399999999999994 -0.078484999999999985 -1.0000000180025095e-35 -0.087649999999999992 0.087225000000000011 -0.0092699999999999987
decision_type=2 2 2 2 2 2 2 2 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 11 6 -6 -1 8 13 10 16 25 -13 -2 15 -7 20 -15 26 -5 21 -8 -14 -17 -3 -4 -11 -18
right_child=1 24 3 19 5 14 9 -9 -10 18 -12 12 22 17 -16 23 27 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0029840974743571701 0.0014222486852493842 0.00044315221754749054 0.0020163294266286277 0.0015744216182994831 0.00063015367171430792 0.0023474731459113864 0.0019255026285092381 0.0013795192834211312 3.6610132165283529e-05 0.0022655524583798342 0.0015702598288405728 0.0019644139526803421 0.002352963597288264 0.00097692524295514538 0.0026016723700251539 0.001474593284436187 0.0021489487564489412 0.00031757611508956393 0.0030073767935771779 0.0010407803943424259 0.001909071293090997 0.0023245931234366149 0.0029622384049210371 0.0019955585326204405 -7.7301197013416957e-05 0.0015115735982301512 0.0026773020804044092 0.0018031973926681808
leaf_weight=66 52 73 54 88 60 89 70 94 54 72 56 91 53 57 53 60 76 55 52 68 75 1125 58 72 53 53 55 83
leaf_count=66 52 73 54 88 60 89 70 94 54 72 56 91 53 57 53 60 76 55 52 68 75 1125 58 72 53 53 55 83
internal_value=0 0.00130783 0.00148354 0.00187912 0.00221657 0.00184703 0.00228789 0.000893879 0.000684325 0.00226026 0.00221833 0.00215017 0.00235319 0.000897399 0.00211338 0.00199614 0.0022437 0.000653428 0.00260793 0.00134202 0.00227811 0.00230124 0.00267162 0.001759 0.000223973 0.00176661 0.00244413 0.00196867
internal_weight=0 903 777 465 2064 334 1730 312 218 1664 1485 309 202 164 274 221 1429 112 179 156 1270 1195 111 132 126 107 127 159
internal_count=2967 903 777 465 2064 334 1730 312 218 1664 1485 309 202 164 274 221 1429 112 179 156 1270 1195 111 132 126 107 127 159
is_linear=0
shrinkage=0.0030485


Tree=2787
num_leaves=17
num_cat=0
split_feature=1 402 133 14 41 42 3 1 3 484 16 16 42 474 15 42
split_gain=1.15539 0.971021 1.09309 0.849498 0.896687 2.3193 1.6332 1.42173 2.05193 1.08276 1.02637 0.896376 0.662043 0.583765 0.370073 0.293438
threshold=0.15028500000000003 0.095250000000000015 -0.0081099999999999974 -0.13131999999999996 0.078610000000000013 0.089470000000000008 -0.13392999999999997 0.080320000000000016 -0.088584999999999983 0.095285000000000022 0.11160500000000002 -0.0038249999999999998 -0.10868499999999999 0.085850000000000024 0.088965000000000002 -0.0062949999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 11 6 -6 10 12 -9 -10 -5 -1 -8 -14 15 -3
right_child=-2 2 -4 4 5 -7 7 8 9 -11 -12 -13 13 -15 -16 -17
leaf_value=0.0053933840028368395 -0.0025666062896358777 0.0010485565036886155 0.0057170440693412013 0.0051197546736481926 0.0020260880069907406 -0.0049895248603299761 0.0032424080235662215 -0.004452300833929914 1.3736427151337612e-06 0.0038559080407234792 0.0010205733589290658 0.00061683697745199678 0.0012311100322456912 -0.00074261160128056788 -0.00028747704030485788 0.0037852919813222744
leaf_weight=56 65 55 58 95 66 63 102 69 848 53 75 52 1092 113 52 53
leaf_count=56 65 55 58 95 66 63 102 69 848 53 75 52 1092 113 52 53
internal_value=0 0.000958923 0.00263858 0.000822394 0.000726957 -0.00139798 0.000839093 0.000654274 -0.00010425 0.000228421 0.00331294 0.00309615 0.00121743 0.00104579 0.00152089 0.00239417
internal_weight=0 2902 218 2684 2576 129 2447 2277 970 901 170 108 1307 1205 160 108
internal_count=2967 2902 218 2684 2576 129 2447 2277 970 901 170 108 1307 1205 160 108
is_linear=0
shrinkage=0.0261602


Tree=2788
num_leaves=13
num_cat=0
split_feature=48 121 51 149 50 1446 1446 50 12 50 159 13
split_gain=0.984184 1.26677 1.20441 0.976905 0.943399 1.35793 1.70091 0.925761 0.912539 0.766211 0.408643 0.359147
threshold=0.14759000000000003 -1.0000000180025095e-35 0.11794000000000002 0.079475000000000004 1.0000000180025095e-35 0.090355000000000005 0.083705000000000016 0.089975000000000013 -0.19698999999999997 0.11784000000000001 -0.081944999999999976 -0.087074999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -6 -3 -4 -9 -12
right_child=-2 2 9 -5 7 -7 -8 10 -10 -11 11 -13
leaf_value=0.0043877980413375957 -0.0025657428269103555 -0.002792712240873138 0.0050747293140913485 0.0034145759967983548 0.0034632227066756028 -0.002777283177669444 0.0044610283884993079 0.002246696516533633 0.0003564171518507442 0.0014560889575323062 0.001915902219598151 -0.00012347530754799061
leaf_weight=52 52 53 52 65 101 79 56 91 2021 90 65 190
leaf_count=52 52 53 52 65 101 79 56 91 2021 90 65 190
internal_value=0 0.0007219 0.000655228 0.000544094 0.00047375 0.000272732 0.000385973 0.00146658 0.000275821 0.00278301 0.000883014 0.000395374
internal_weight=0 2915 2863 2721 2656 2209 2130 447 2074 142 346 255
internal_count=2967 2915 2863 2721 2656 2209 2130 447 2074 142 346 255
is_linear=0
shrinkage=0.0236941


Tree=2789
num_leaves=31
num_cat=0
split_feature=3 3 39 16 3 43 52 15 403 3 132 13 15 16 43 3 13 47 402 15 48 13 13 16 13 123 403 15 3 3
split_gain=49.8868 12.1924 14.3164 3.6493 2.93955 2.79447 2.54021 1.86799 3.23832 2.12094 1.96455 1.61334 3.18229 2.25485 1.41709 1.4474 1.41913 1.32059 1.25334 1.15174 1.73544 1.0408 1.02244 1.34459 1.04702 0.925704 0.627689 0.627364 0.470086 0.423613
threshold=-0.06656999999999999 0.28833000000000003 0.082115000000000007 -0.26194999999999996 0.11269500000000002 -0.049364999999999992 0.008405000000000001 0.039965000000000007 -0.079874999999999988 -0.14539499999999997 0.082230000000000011 -0.00080499999999999983 -0.0058149999999999999 -0.052894999999999991 0.082870000000000013 -0.23394499999999999 -0.087074999999999986 0.077735000000000012 0.090075000000000002 -0.42075999999999997 0.091125000000000025 -0.47365999999999991 -0.09194999999999999 -0.078104999999999994 -0.082644999999999982 0.084495000000000015 0.13733500000000001 -0.043134999999999993 0.08796000000000001 -0.081634999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 11 19 -1 8 -5 -9 14 13 17 -2 15 -10 -17 -13 22 -4 25 -3 -11 29 -25 -21 -20 -6 -14 -24
right_child=1 21 5 7 27 -7 -8 9 10 18 -12 12 28 -15 -16 16 -18 -19 26 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0016966046359441938 0.0023757158151093988 0.0010412726817899851 0.00077174162301222465 0.0018626793926962873 0.0018956047383840012 0.0017998954477370631 0.0024230273255488998 0.0031834148415785645 0.0029998997310633382 0.0021225084213837057 0.0020057139243552791 0.001819898977036932 0.0025524957791539511 0.0015010855053377919 0.0020962851402086037 0.0028387789105833255 0.0024536624486503488 0.0024248571863348992 0.0029931575350979822 0.0017210085049714063 0.00082943575647632614 0.00049657074877634865 0.0026220606279121258 0.0027804928029455775 0.0023347039792131763 0.0011863178873669838 0.0025822684512752164 0.0014523891636088534 0.002953194847670205 0.0028714280725368781
leaf_weight=87 52 63 63 86 63 70 86 54 61 54 74 80 54 54 66 103 542 55 86 59 60 63 296 58 273 58 57 54 55 81
leaf_count=87 52 63 63 86 63 70 86 54 61 54 74 80 54 54 66 103 542 55 86 59 60 63 296 58 273 58 57 54 55 81
internal_value=0 0.00163203 0.00177191 0.00247441 0.00210255 0.00127372 0.0020579 0.0025125 0.00241674 0.00260553 0.00247302 0.00223993 0.00237424 0.00193045 0.00251778 0.00255713 0.00251521 0.0020666 0.00257101 0.00112011 0.00124393 0.000769175 0.00252244 0.0025529 0.00241291 0.00145622 0.0028296 0.00169132 0.00275498 0.00267572
internal_weight=0 903 777 2064 467 310 173 1891 932 959 846 350 244 106 772 706 645 135 905 240 177 126 762 708 331 117 143 117 109 377
internal_count=2967 903 777 2064 467 310 173 1891 932 959 846 350 244 106 772 706 645 135 905 240 177 126 762 708 331 117 143 117 109 377
is_linear=0
shrinkage=0.00298873


Tree=2790
num_leaves=25
num_cat=0
split_feature=4 2 12 4 4 43 2 2 15 16 4 2 4 43 15 12 4 16 49 12 124 15 16 16
split_gain=70.0411 33.7618 16.5595 6.56928 6.30116 6.68681 4.39275 3.52414 2.78344 2.79897 2.72606 2.16222 2.67971 2.0101 3.32552 1.95756 3.93316 2.23757 1.29181 1.24996 0.831965 0.80694 0.401828 0.292824
threshold=0.31392000000000003 0.13388500000000003 -1.0000000180025095e-35 -0.00045499999999999995 -0.0046399999999999992 -0.085204999999999989 0.15305000000000002 0.14938500000000002 -0.098139999999999991 -0.089369999999999991 -0.4950449999999999 0.092855000000000007 0.046185000000000004 -0.049364999999999992 -0.26547499999999996 0.083175000000000013 -0.032169999999999997 0.022165000000000004 -0.068059999999999982 0.08622500000000001 -0.073304999999999995 -0.0039399999999999991 -0.091354999999999978 -0.43279999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 5 -1 -3 13 22 23 19 12 -11 -2 -15 16 -12 18 -17 -4 -6 -19 -5 -10
right_child=7 6 3 8 20 -7 -8 -9 9 11 15 -13 -14 14 -16 17 -18 21 -20 -21 -22 -23 -24 -25
leaf_value=0.002080747740048195 0.00077503727385638799 0.0014215168293711406 0.0035107766082129038 0.002583966923296785 0.0020331284999389708 0.00061784314287269412 0.00025787007536998922 0.00026950067365741278 0.0026791872559061855 0.0026457390723955356 0.0027216761647009466 0.0016542643555981986 0.0017321901104134095 0.0017105674344675657 0.00083460840220216136 0.0023317698851462558 0.0016910042932920129 0.0026459744177109602 0.0028180098505014338 0.0028573409795416456 0.0025435538997951369 0.0023137808898164489 0.0029238350787239627 0.0024069180794383345
leaf_weight=54 99 72 58 97 61 63 52 55 65 71 103 100 52 92 72 54 52 149 1135 53 60 130 52 97
leaf_count=54 99 72 58 97 61 63 52 55 65 71 103 100 52 92 72 54 52 149 1135 53 60 130 52 97
internal_value=0 0.00248696 0.0025638 0.00264411 0.00179839 0.00129331 0.000933798 0.000972053 0.00234803 0.00221064 0.00273527 0.0019884 0.00225979 0.00111885 0.0013262 0.00270353 0.00237611 0.00273808 0.00279595 0.00319907 0.0022865 0.00249131 0.0027028 0.00251636
internal_weight=0 2630 2506 2268 238 117 124 318 534 385 1734 223 123 263 164 1623 155 1468 1189 111 121 279 149 162
internal_count=2948 2630 2506 2268 238 117 124 318 534 385 1734 223 123 263 164 1623 155 1468 1189 111 121 279 149 162
is_linear=0
shrinkage=0.0030485


Tree=2791
num_leaves=31
num_cat=0
split_feature=12 13 4 4 12 376 4 4 150 11 12 16 4 4 4 16 474 16 16 16 13 4 131 16 4 16 16 133 16 13
split_gain=67.42 14.3676 14.0434 12.5527 6.64491 5.40913 4.20559 5.61679 3.57315 3.10381 2.54288 2.53469 1.98164 1.57376 1.36289 1.62357 1.05751 0.906634 0.838698 0.891524 0.718497 0.758255 0.713232 0.619011 0.565287 0.480102 0.391744 0.384816 0.334691 0.156641
threshold=0.056995000000000011 -0.27740999999999993 0.31392000000000003 0.27258000000000004 0.096385000000000012 0.081270000000000023 -0.15615999999999999 -0.0058699999999999994 0.083205000000000015 0.077600000000000016 0.11878500000000002 -0.078829999999999983 0.012315000000000001 0.51367000000000018 0.032770000000000001 -0.11807499999999999 0.085475000000000009 -0.4193599999999999 0.0063750000000000013 0.092980000000000021 -0.049204999999999992 -0.057674999999999997 0.089915000000000009 -0.08267999999999999 -0.06347499999999999 -0.034004999999999994 -0.46591499999999991 0.085895000000000013 -0.076439999999999994 -0.063549999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 4 5 9 6 -3 -8 11 14 12 -9 20 17 16 26 18 -5 22 -20 24 28 -2 -1 -6 -12 -16 -18 -22 -14
right_child=2 3 -4 13 10 -7 7 8 -10 -11 25 -13 29 -15 15 -17 27 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011254533333269199 0.002958512999084454 0.0029613213396943549 0.001599086270149644 0.0017845026806380163 0.0024436763761879004 0.0016678488498462927 0.0016868890791676273 0.0032883011850058509 0.0019132747903802146 0.0034910680427527631 0.0023945029044987512 0.0024553018479195341 0.0022350623224438892 0.00099737232175333389 0.0030803971740737835 0.0022954124150402593 0.0030737831472051726 0.0013195521327487632 0.0025150481556918979 0.0029692302280117404 0.0032610720744638833 0.0027081450319522836 0.0032061362910681701 0.00071031347338277966 0.0028649201623159094 0.0019916685270930474 0.0027403147874493134 0.0033859646441445146 0.0029380892890931579 0.0024746319490345893
leaf_weight=72 855 99 75 80 62 98 97 57 52 99 53 71 52 57 58 56 74 67 73 79 53 80 117 55 52 52 65 70 66 52
leaf_count=72 855 99 75 80 62 98 97 57 52 99 53 71 52 57 58 56 74 67 73 79 53 80 117 55 52 52 65 70 66 52
internal_value=0 0.00185085 0.00284556 0.00202031 0.00289075 0.00228197 0.00244195 0.00225622 0.00256285 0.0029874 0.00260444 0.00282649 0.00270738 0.00141217 0.00295292 0.00271167 0.00298695 0.0015728 0.00295632 0.00275131 0.00282432 0.00293198 0.00298835 0.000945915 0.0026361 0.0021953 0.00290093 0.00322576 0.0030822 0.00235515
internal_weight=0 805 2143 678 2068 474 376 277 180 1546 522 128 417 204 1447 179 1268 147 1124 152 313 199 972 127 114 105 123 144 119 104
internal_count=2948 805 2143 678 2068 474 376 277 180 1546 522 128 417 204 1447 179 1268 147 1124 152 313 199 972 127 114 105 123 144 119 104
is_linear=0
shrinkage=0.00293013


Tree=2792
num_leaves=22
num_cat=0
split_feature=1 3 3 2 1 457 12 2 12 11 3 51 15 12 40 3 2 474 16 51 42
split_gain=49.954 13.6893 6.00862 5.53763 4.36193 5.81109 4.79554 3.0939 2.91485 2.98022 4.76743 1.66715 1.54124 1.52225 1.50085 1.38008 1.16051 1.6753 0.915445 0.90608 0.899945
threshold=0.10921500000000002 -0.049204999999999992 0.11391500000000002 0.11426500000000002 0.089625000000000024 0.081330000000000013 -0.0066799999999999993 0.15000000000000002 0.11549500000000001 1.0000000180025095e-35 -0.12077499999999998 0.0033150000000000007 -0.087484999999999993 -1.0000000180025095e-35 -0.061244999999999994 0.14029000000000003 0.087815000000000018 0.037915000000000011 -0.0021749999999999994 -0.0051599999999999988 0.091035000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 20 8 6 -6 13 9 10 -1 12 -8 14 -3 -15 18 -18 -12 -14 -2
right_child=1 7 -4 -5 5 -7 11 -9 -10 -11 16 -13 19 15 -16 -17 17 -19 -20 -21 -22
leaf_value=0.0014227715255672063 0.0023678558527745791 0.0010506718485196356 0.001198182655226416 0.0011459366173120185 0.001271022143064744 0.0011190988442326974 0.0016247843248124992 0.000339347675498093 0.0016448307593238392 0.0026530806987154708 0.0022189027238907338 0.0025011453004250574 0.0023281813052306922 0.0015104703792166321 0.00053729008766685235 0.00090447536633906885 0.0020603107246020907 0.0024109209248210747 0.0025024528565316395 0.0019923377187974494 0.0018882234926551041
leaf_weight=64 53 88 57 71 61 66 62 72 80 91 644 61 88 57 80 54 731 117 98 188 65
leaf_count=64 53 88 57 71 61 66 62 72 80 91 644 61 88 57 80 54 731 117 98 188 65
internal_value=0 0.00115668 0.0020678 0.00174418 0.00208887 0.00187126 0.00197912 0.000840255 0.00215158 0.00217479 0.00214846 0.0020873 0.00201253 0.000969418 0.000806376 0.00121592 0.00217765 0.00210872 0.00225639 0.00209952 0.0021039
internal_weight=0 540 2408 189 2351 526 460 351 1825 1745 1654 399 338 279 168 111 1590 848 742 276 118
internal_count=2948 540 2408 189 2351 526 460 351 1825 1745 1654 399 338 279 168 111 1590 848 742 276 118
is_linear=0
shrinkage=0.00270699


Tree=2793
num_leaves=25
num_cat=0
split_feature=1 3 4 3 49 150 4 3 43 16 51 15 4 49 3 4 4 15 49 16 13 4 16 51
split_gain=47.6412 13.4182 7.68403 4.85514 4.13103 3.92061 3.27154 3.09491 3.88908 2.9649 3.21888 3.58821 1.90783 2.42883 1.9901 1.60833 1.29393 1.29645 1.22443 1.17278 1.10649 0.795733 0.754866 0.398423
threshold=0.10921500000000002 -0.049204999999999992 0.31392000000000003 -0.072649999999999978 -0.085474999999999982 0.084525000000000003 0.25367000000000006 0.3148450000000001 -0.073079999999999992 -0.075724999999999987 -0.096089999999999981 0.025430000000000005 -0.4950449999999999 -0.054684999999999991 -0.087359999999999979 -0.15764999999999998 0.032770000000000001 0.087750000000000009 -0.0073549999999999996 -0.12080999999999999 -0.013819999999999997 0.057200000000000008 -0.073554999999999995 -0.047864999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 12 -5 9 23 8 20 21 -11 -12 -1 14 -14 -15 17 -17 -10 -18 -3 -6 -20 -2
right_child=1 7 -4 4 5 -7 -8 -9 18 10 11 -13 13 15 -16 16 19 -19 22 -21 -22 -23 -24 -25
leaf_value=0.002880266542985161 0.0024194100592442882 0.00093161393453560426 0.0012104218643239075 0.002829078823706109 0.0025944801570047639 0.0011789145152191823 0.0014259614255722854 0.00041619205287667332 0.00099360110569757546 0.0023455019590376777 0.0014154923166108341 0.0021520890474494136 0.001485416408703597 0.0018627441541530006 0.0022631494197580121 0.0024848255895031372 0.0023683126675973437 0.0022904321224767117 0.0018143611265345383 0.0018690449726310211 0.00032523937843664959 0.0021596348157508624 0.0013061432139662456 0.0020553182463189188
leaf_weight=59 53 55 63 54 81 52 77 85 52 99 150 98 53 56 67 839 91 493 52 80 53 73 54 59
leaf_count=59 53 55 63 54 81 52 77 85 52 99 150 98 53 56 67 839 91 493 52 80 53 73 54 59
internal_value=0 0.00125916 0.00224155 0.00226924 0.00203872 0.00196149 0.00190135 0.000913271 0.00107199 0.00204265 0.00188904 0.0017067 0.00234973 0.00233106 0.00191992 0.00236269 0.0023813 0.0024129 0.00137095 0.00213492 0.000634337 0.00238856 0.00155576 0.0022279
internal_weight=0 540 2408 2345 607 553 189 351 266 501 347 248 1738 1679 120 1559 1503 1332 158 171 108 154 106 112
internal_count=2948 540 2408 2345 607 553 189 351 266 501 347 248 1738 1679 120 1559 1503 1332 158 171 108 154 106 112
is_linear=0
shrinkage=0.00298873


Tree=2794
num_leaves=21
num_cat=0
split_feature=4 3 39 14 0 4 4 10 3 42 13 0 4 15 43 42 0 15 42 0
split_gain=72.2641 31.2564 23.3726 6.1771 5.68184 8.86755 7.87608 4.65387 2.70232 2.06679 3.78162 2.03172 2.15076 1.93845 1.68536 0.993422 0.862105 0.793416 0.771946 0.562791
threshold=0.31392000000000003 0.28833000000000003 0.0047850000000000011 0.073890000000000011 -0.11167499999999998 0.0019650000000000002 0.015030000000000002 -1.0000000180025095e-35 -0.082634999999999986 -0.044384999999999994 -0.052124999999999998 -0.085674999999999987 -0.42305999999999994 -0.43091499999999999 -0.048179999999999994 0.097140000000000018 -0.087734999999999994 -0.092389999999999986 0.086375000000000021 -0.16926499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 11 -4 -2 -9 -11 16 -13 14 -10 18 -6 -7 -8 -15
right_child=8 -3 7 -5 6 17 15 9 13 10 -12 12 -14 19 -16 -17 -18 -19 -20 -21
leaf_value=0.0019391125857512346 0.0020348720079271417 0.0011744843469305246 0.0014735116138129057 0.0039151141112762989 0.0033521789362614945 0.0033380558427093593 0.002695465568833824 0.002929715725814117 0.0013731248489603947 0.0027951152685992053 0.0017259214461334538 0.0035560152651823718 0.0031839117846482238 0.0013837022468467324 0.0020600313591678664 0.0024184986134265199 0.0035990875755533324 0.0029022367184601289 0.0030481226575100472 0.00096366008418642885
leaf_weight=76 92 70 53 97 324 83 118 52 62 52 58 147 1096 52 57 56 191 62 95 55
leaf_count=76 92 70 53 97 324 83 118 52 62 52 58 147 1096 52 57 56 191 62 95 55
internal_value=0 0.00306905 0.00312084 0.00320399 0.00317329 0.00273498 0.00322106 0.00221387 0.00161899 0.0024559 0.00223164 0.0032912 0.00322794 0.00144956 0.00170241 0.00276258 0.00344381 0.00315192 0.0028529 0.00116808
internal_weight=0 2630 2560 2345 2248 221 2027 215 318 162 110 1758 1243 226 119 269 515 145 213 107
internal_count=2948 2630 2560 2345 2248 221 2027 215 318 162 110 1758 1243 226 119 269 515 145 213 107
is_linear=0
shrinkage=0.00287267


Tree=2795
num_leaves=25
num_cat=0
split_feature=1 3 4 4 1 39 4 14 0 0 159 4 1 4 0 4 12 12 3 12 159 42 13 12
split_gain=185.784 31.0991 17.4004 12.5495 12.0497 11.1376 4.77163 4.73588 5.25863 6.03126 4.20837 6.17897 3.44446 2.67528 6.60357 2.64409 2.20845 1.94957 1.70985 1.21686 1.05043 0.963062 0.744472 0.505974
threshold=0.10509 -0.069049999999999986 0.31392000000000003 0.046185000000000004 0.14566000000000004 0.0047850000000000011 -0.048309999999999992 0.073890000000000011 -0.10726999999999999 -0.079249999999999987 0.083310000000000009 0.24099500000000004 0.12040000000000002 -0.42305999999999994 -0.038724999999999989 -0.039279999999999995 -0.083219999999999988 -0.085124999999999992 -0.079574999999999993 0.088745000000000004 -0.022294999999999995 -0.050194999999999997 -0.049204999999999992 0.092605000000000007
decision_type=2 2 2 2 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 6 7 -3 8 -1 18 11 21 16 19 -15 -2 -8 -14 20 -11 -10 -5 -20 -23
right_child=1 4 -4 10 -6 -7 12 -9 9 13 -12 -13 17 14 -16 -17 -18 -19 22 -21 -22 23 -24 -25
leaf_value=0.0022929726619376456 0.0032765257811425558 0.0016693380042014322 0.0008614352491447797 0.0020948987201054032 -0.00042745961089618904 0.0019316144526061697 0.00054424768346359831 0.0038005557059411972 0.002966922027567015 0.0034691363048629099 0.0029927843361917468 0.0012877088512912506 0.00080857756450353722 0.0028301700724200013 0.0016787758394657712 0.0023787469316270322 0.0013016163177415499 0.00011169152209065827 0.0028216312646752156 0.0028515083359226734 0.0032829992703335619 0.0027032474830289139 0.003231010362309578 0.0023211903336098605
leaf_weight=89 52 57 71 59 83 87 56 75 114 72 76 57 62 433 52 75 100 94 151 52 803 90 59 53
leaf_count=89 52 57 71 59 83 87 56 75 114 72 76 57 62 433 52 75 100 94 151 52 803 90 59 53
internal_value=0 0.00106321 0.00207077 0.00290715 0.000621772 0.00299924 0.000857867 0.0030481 0.00301716 0.00305427 0.00236088 0.00217533 0.000709513 0.00280938 0.00270679 0.0027466 0.00102995 0.000388868 0.00318658 0.00321039 0.00324374 0.00242564 0.0029368 0.00256187
internal_weight=0 650 198 2322 452 1987 369 1900 1825 1736 335 259 312 609 485 127 156 156 1127 124 917 202 210 143
internal_count=2972 650 198 2322 452 1987 369 1900 1825 1736 335 259 312 609 485 127 156 156 1127 124 917 202 210 143
is_linear=0
shrinkage=0.0030485


Tree=2796
num_leaves=25
num_cat=0
split_feature=1 3 2 2 43 2 49 10 3 3 14 3 16 3 156 3 3 159 2 12 16 1 16 2
split_gain=66.3922 13.8103 8.29557 5.50437 5.46506 5.11278 4.5902 4.26314 3.17922 3.0541 1.67455 1.89487 1.64791 1.55921 1.50312 1.49875 1.46833 1.03579 1.09786 0.997804 0.996597 0.83383 0.702198 0.405358
threshold=0.10442000000000001 -0.036264999999999992 0.11426500000000002 0.14561000000000004 -0.049999999999999996 0.10043500000000001 -0.046739999999999997 -0.00189 -0.0063699999999999989 0.28833000000000003 0.077140000000000014 -0.13117499999999996 -0.4136149999999999 -0.082294999999999993 0.087680000000000022 0.018975000000000002 -0.074084999999999998 -0.022294999999999995 0.088135000000000005 0.10331000000000001 -0.078829999999999983 0.11097000000000001 0.30714500000000006 0.11543500000000002
decision_type=2 2 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 19 4 8 7 -7 -1 -3 12 11 -9 -6 17 15 -15 22 -13 -19 21 -18 -2 -8 -22
right_child=1 3 -4 -5 9 6 16 10 -10 -11 -12 13 -14 14 -16 -17 20 18 -20 -21 23 -23 -24 -25
leaf_value=0.0015467075399307742 0.0020630909635814257 0.0010011632905166476 0.0010354628236376459 0.00026702995768916767 0.0012700496627730063 0.0012049397653114088 0.0021366465599820389 0.0018953479698257442 6.9835251182440988e-05 0.00090765837211042569 0.0028348482191074566 0.0021786129612656568 0.0019494901083292877 0.0023012826222417898 0.0026474785974976017 0.0018565720067285991 0.0022618603029047149 0.0025883145854634962 0.0023392179967879063 0.0018471734316914366 0.0016840947657772904 0.0025771928094358077 0.0025070743729746748 0.0020129182207771108
leaf_weight=53 52 80 82 87 52 53 91 69 52 69 71 88 76 665 97 73 63 542 216 54 84 59 89 55
leaf_count=53 52 80 82 87 52 53 91 69 52 69 71 88 76 665 97 73 63 542 216 54 84 59 89 55
internal_value=0 0.00124896 0.00179791 0.000922944 0.0010963 0.00230104 0.00201438 0.00236757 0.000634513 0.00140556 0.00239144 0.00237343 0.00167371 0.00239304 0.0023027 0.00225734 0.0021266 0.00248217 0.00251737 0.00217664 0.00195413 0.00233663 0.00231998 0.00181443
internal_weight=0 663 247 416 329 2309 435 1874 132 197 1821 1750 128 1681 835 738 382 846 758 165 202 111 180 139
internal_count=2972 663 247 416 329 2309 435 1874 132 197 1821 1750 128 1681 835 738 382 846 758 165 202 111 180 139
is_linear=0
shrinkage=0.00293013


Tree=2797
num_leaves=26
num_cat=0
split_feature=1 52 1 12 12 156 4 49 4 52 43 160 11 4 150 4 12 12 1 42 11 49 49 42 52
split_gain=61.2426 13.7566 7.98168 7.64063 5.69318 5.3675 2.75359 2.53958 2.52336 2.14009 1.9945 1.85021 1.51276 2.72102 1.42959 1.41728 1.59722 1.03586 0.977111 0.900141 0.82121 0.612006 0.541958 0.494011 0.447109
threshold=0.10509 -0.40011499999999994 0.14860500000000001 0.088325000000000015 0.056995000000000011 0.090135000000000007 0.049545000000000006 0.084910000000000013 0.25367000000000006 -0.080219999999999986 -0.077614999999999976 -0.53492499999999987 1.0000000180025095e-35 -0.10429499999999998 0.083680000000000018 -9.4999999999999992e-05 -0.093719999999999984 0.093125000000000013 0.11406500000000001 0.11466000000000001 0.085155000000000022 -0.078789999999999985 0.093800000000000008 0.086375000000000021 0.029970000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 9 5 7 11 10 -5 -3 -1 -6 13 -13 -12 -11 -17 23 -18 21 -14 -15 -19 -8 -21
right_child=1 2 -4 8 6 -7 17 -9 -10 15 14 12 20 19 -16 16 18 22 -20 24 -22 -23 -24 -25 -26
leaf_value=0.0013598663246808561 0.0026687770659868737 0.00062240057352724583 0.00015944465970149424 0.0023611056445254131 0.0020821996005454136 0.0029605482567430304 0.0022319060209393185 0.0024468104688095973 0.0014887252991195061 0.0016911325489859161 0.0022108750932902685 0.001882885330722136 0.0032306465961738553 0.0022949001054481128 0.001572668343399024 0.0015898793553366381 0.0013370662897586119 0.0017546145479501632 0.00083439365246817617 0.0021449338654492708 0.0026758620004100138 0.0026354914746167016 0.0021936011185307303 0.0026497948919006887 0.0025341628186696798
leaf_weight=80 72 76 66 76 74 61 66 73 60 53 98 56 56 57 56 56 55 53 136 63 54 1298 64 53 60
leaf_count=80 72 76 66 76 74 61 66 73 60 53 98 56 56 57 56 56 55 53 136 63 54 1298 64 53 60
internal_value=0 0.00136107 0.00119811 0.00133194 0.00246262 0.00210019 0.00253086 0.00192913 0.00197648 0.00109872 0.00176749 0.00257511 0.00259727 0.00257134 0.00197902 0.00121927 0.00111788 0.00220861 0.00097932 0.0025974 0.00295861 0.00262119 0.00199503 0.00241831 0.00233508
internal_weight=0 650 578 512 2322 368 1954 307 136 376 234 1718 1644 1534 154 300 247 236 191 1478 110 1355 117 119 123
internal_count=2972 650 578 512 2322 368 1954 307 136 376 234 1718 1644 1534 154 300 247 236 191 1478 110 1355 117 119 123
is_linear=0
shrinkage=0.00317166


Tree=2798
num_leaves=28
num_cat=0
split_feature=1 2 12 2 14 2 12 3 47 12 13 0 43 3 43 43 0 12 1 1454 1212 50 2 13 0 133 3
split_gain=102.983 24.4234 18.7457 9.9447 6.22601 4.56665 4.1581 3.58505 3.41847 2.50859 2.37656 2.34919 3.26327 2.12902 2.00055 1.88145 1.86984 1.86132 1.73026 1.58877 1.34619 1.14431 1.12438 0.883514 0.414964 0.723031 0.353775
threshold=0.10442000000000001 0.14132000000000003 0.085075000000000026 0.10043500000000001 0.076450000000000004 0.10912000000000001 0.086445000000000008 -0.13117499999999996 0.10070000000000003 0.097060000000000021 -0.077034999999999978 -0.037444999999999992 -0.049364999999999992 -0.082294999999999993 -0.082024999999999987 -0.086179999999999993 -0.22745499999999999 0.10061500000000002 0.081315000000000012 0.075770000000000018 0.091435000000000016 0.11248000000000001 0.091290000000000024 -0.043279999999999992 -0.050064999999999991 0.097995000000000013 -0.083674999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 7 17 18 -1 11 26 -3 12 -2 19 15 -15 -16 -4 -5 20 22 -18 -9 -14 25 -11 -8
right_child=1 10 5 6 -6 -7 9 13 -10 24 -12 -13 23 14 16 -17 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0025379617215022222 0.00080715287624355406 0.00015727817278146029 0.0034149581670831768 0.002677203712716781 0.0041183573444156935 0.0020157458991606572 0.0034527697750360207 0.0034553944820626698 0.002313759796487333 0.0029737709104093882 0.001003702437780879 0.0019193449317836475 0.0013512663859787184 0.003146187558080733 0.0026092380247692533 0.0023497545310663826 0.0032661827840898727 0.0026974496212292111 0.0019378366462966187 0.0028111694447577572 0.0029649181836360838 0.0028794452433581925 0.0030649222312038467 0.0018820582942756646 0.0024356363489458572 0.002503091099555539 0.0031046994495338973
leaf_weight=77 83 72 79 52 74 52 52 648 54 75 58 78 64 56 53 60 612 64 76 53 73 86 82 59 52 57 71
leaf_count=77 83 72 79 52 74 52 52 648 54 75 58 78 64 56 53 60 612 64 76 53 73 86 82 59 52 57 71
internal_value=0 0.00174396 0.00203872 0.00313444 0.00323285 0.00280669 0.00271041 0.00319643 0.00159556 0.00290708 0.000535169 0.00145889 0.00128438 0.00322583 0.00311664 0.00273453 0.00317562 0.00309407 0.00223846 0.00333639 0.00337101 0.00321858 0.00341158 0.00160614 0.00267624 0.00277077 0.00325212
internal_weight=0 663 533 2309 1874 195 435 1800 338 307 130 284 206 1723 867 116 751 143 128 856 803 698 730 123 184 132 123
internal_count=2972 663 533 2309 1874 195 435 1800 338 307 130 284 206 1723 867 116 751 143 128 856 803 698 730 123 184 132 123
is_linear=0
shrinkage=0.00310948


Tree=2799
num_leaves=28
num_cat=0
split_feature=4 12 13 4 12 16 52 52 12 4 15 13 11 4 16 1210 457 16 13 16 4 1456 1456 52 16 12 15
split_gain=84.3161 24.7783 12.3439 10.741 6.34154 3.98587 3.9865 3.408 3.37628 3.50765 2.91336 2.76081 2.1062 1.91496 1.6718 1.59453 1.57447 1.05274 0.951982 0.932514 0.872906 0.867905 0.982289 0.552671 0.512825 0.18613 0.0884856
threshold=0.31392000000000003 0.078120000000000009 -0.27740999999999993 -0.17568999999999999 0.091545000000000015 -0.096659999999999982 -0.087604999999999988 -0.043914999999999989 0.13332500000000003 0.028075000000000006 -0.43587999999999999 -0.0073899999999999999 0.08184000000000001 -0.085594999999999991 -0.5152199999999999 -0.064239999999999992 0.087350000000000011 -0.074254999999999988 -0.097709999999999977 0.41580500000000004 -0.5055599999999999 0.086455000000000018 0.056265000000000009 0.085730000000000015 -0.13895999999999997 0.086155000000000023 -0.09416999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 20 13 -5 -7 -8 9 12 11 -2 15 23 26 -6 18 -17 -15 24 -4 22 -20 25 -11 -3 -12
right_child=10 4 3 5 8 6 7 -9 -10 19 14 -13 -14 16 -16 17 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0010682259036215959 0.0011676476193379277 0.0037552533293387048 0.0030593206985914056 0.0028217473302872579 0.002439723612492371 0.0025918012387741145 0.0013620727007441146 0.0022153870706110683 0.0021093835757291434 0.0025569546482112683 0.0010466221339262536 0.0020178819616501263 0.0035454271131213013 0.0027698669930384316 0.00047012505146440815 0.0032139256659662867 0.0036940850538825115 0.002913655613997963 0.0031622434186775006 0.0028049983158397753 0.0036251080057029075 0.002786701554506233 0.0035915773929189642 0.0032806863195761434 0.0021047536678003606 0.003504676033733535 0.0012395293342005842
leaf_weight=69 97 66 53 91 53 94 94 95 55 52 52 64 72 67 58 186 55 336 766 72 60 58 59 75 52 69 52
leaf_count=69 97 66 53 91 53 94 94 95 55 52 52 64 72 67 58 186 55 336 766 72 60 58 59 75 52 69 52
internal_value=0 0.00291998 0.00232458 0.00250251 0.00307813 0.00224333 0.00205722 0.00179117 0.00287241 0.00292336 0.00120337 0.00150584 0.00303162 0.00322677 0.000902561 0.00296722 0.00316886 0.00302071 0.00313841 0.00252521 0.00336004 0.00316634 0.00319299 0.00350376 0.00233118 0.00362743 0.0011434
internal_weight=0 2649 556 487 2093 374 283 189 878 823 323 161 647 1215 162 575 1005 522 950 176 113 883 825 210 104 135 104
internal_count=2972 2649 556 487 2093 374 283 189 878 823 323 161 647 1215 162 575 1005 522 950 176 113 883 825 210 104 135 104
is_linear=0
shrinkage=0.00317166


Tree=2800
num_leaves=23
num_cat=0
split_feature=1 150 16 1 1 148 1 0 0 0 15 0 1 1429 475 16 15 16 0 49 475 49
split_gain=2.20293 1.74033 1.89443 1.71954 1.33023 1.32779 1.06244 1.04473 1.56674 0.884338 0.86466 0.864302 0.788507 0.743218 1.2011 0.762515 1.90684 1.07475 1.4054 1.11776 0.581802 0.399274
threshold=0.10075500000000003 1.0000000180025095e-35 -0.40885499999999991 0.12019000000000001 0.11338500000000001 -0.083699999999999983 0.14828500000000003 -0.13619499999999998 -0.076004999999999975 0.0062000000000000006 -0.19153499999999998 0.15312500000000004 0.13699000000000003 0.086295000000000011 -0.088544999999999985 0.16703000000000004 -0.047859999999999993 -0.018754999999999997 -0.097424999999999984 -0.00025999999999999992 -0.08230999999999998 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
left_child=5 3 -3 7 -4 -1 10 -2 -9 -10 12 13 -5 14 -7 17 21 19 -19 -16 -15 -17
right_child=1 2 4 6 -6 11 -8 8 9 -11 -12 -13 -14 20 15 16 -18 18 -20 -21 -22 -23
leaf_value=0.0095439579262696361 0.0023138912413217866 0.0042603409979192824 -0.0055406217775888604 -0.0035237940780295457 0.0011893754838241573 0.00030108763049933223 0.0052771213348816841 0.01092191041679816 0.0030246968011674795 0.0073033929672913942 0.0031601087554035878 0.0010835686258572079 0.0016823451987201643 0.0093489504365779751 0.0020737793152171202 0.0071910848558745478 -0.00066305920693386124 0.010959646848531686 0.005747624114361991 0.0049574394507638274 0.0050732214067480286 0.0039011174979893134
leaf_weight=55 76 70 52 53 54 53 67 53 94 82 83 55 52 59 136 58 75 53 405 1161 57 80
leaf_count=55 76 70 52 53 54 53 67 53 94 82 83 55 52 59 136 58 75 53 405 1161 57 80
internal_value=0 0.00303092 0.000422374 0.00385017 -0.00210911 0.00492649 0.00202705 0.00537337 0.00638735 0.00502 0.000867074 0.00481049 -0.00094246 0.00490626 0.00477154 0.00489177 0.00318987 0.00509814 0.00635146 0.00465531 0.00725071 0.00528618
internal_weight=0 736 176 560 106 2247 255 305 229 176 188 2192 105 2137 2021 1968 213 1755 458 1297 116 138
internal_count=2983 736 176 560 106 2247 255 305 229 176 188 2192 105 2137 2021 1968 213 1755 458 1297 116 138
is_linear=0
shrinkage=0.0300499


Tree=2801
num_leaves=19
num_cat=0
split_feature=2 124 48 48 13 0 48 48 13 4 2 1 40 49 40 12 0 51
split_gain=2.86264 1.42432 1.15635 1.10458 0.961224 1.05519 0.839417 0.880908 2.33727 1.72076 1.76739 1.29437 1.03109 0.641693 0.48003 1.07064 0.731175 0.33701
threshold=0.10859000000000001 -0.086944999999999981 -0.085909999999999986 -1.0000000180025095e-35 -0.100615 -0.10462499999999998 0.10690000000000001 0.093225000000000016 -0.060719999999999989 -0.17568999999999999 0.10498 0.080125000000000016 -0.078179999999999986 -0.0072349999999999992 -0.062739999999999976 0.085465000000000013 -0.049474999999999998 -0.069704999999999989
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 -5 7 9 -9 11 12 -4 -11 -6 -15 -16 17 -17
right_child=3 2 6 4 13 -7 -8 8 -10 10 -12 -13 -14 14 15 16 -18 -19
leaf_value=0.00011500407562240145 -0.0026328339626575776 0.010450506594541352 0.0049556777129032819 0.003089893850199317 0.0072224050971120297 -0.0032685070914927608 0.0090239343594286474 0.0068860341049949026 -0.0037312334283279981 0.009302207772813046 -0.001718678438263872 0.01234856525100817 0.0048240654818517293 0.0061038966810201579 -0.00070214878459605597 0.0005662348820995259 0.0067938089699865417 0.0041916767937945926
leaf_weight=75 55 52 54 71 54 64 66 55 52 69 52 71 1837 55 95 69 73 64
leaf_count=75 55 52 54 71 54 64 66 55 52 69 52 71 1837 55 95 69 73 64
internal_value=0 0.00499073 0.005149 0.00221411 0.00270395 7.27009e-05 0.00502663 0.00490599 0.00172266 0.00506933 0.00480812 0.00915791 0.00498638 0.0035694 0.00301422 0.00244839 0.00390317 0.00231369
internal_weight=0 2383 2308 600 545 135 2256 2190 107 2083 1958 125 1906 410 356 301 206 133
internal_count=2983 2383 2308 600 545 135 2256 2190 107 2083 1958 125 1906 410 356 301 206 133
is_linear=0
shrinkage=0.0359124


Tree=2802
num_leaves=18
num_cat=0
split_feature=2 148 14 124 13 13 51 16 12 1210 15 16 2 479 15 16 16
split_gain=1.9797 1.61079 1.55804 1.37446 0.940359 0.703259 1.07681 1.05201 1.64287 0.644517 0.642125 0.548833 0.513827 0.512251 0.575659 0.383819 0.477505
threshold=0.10859000000000001 -1.0000000180025095e-35 0.082295000000000021 -0.087104999999999988 -0.15747499999999998 -0.100615 0.11578500000000001 -0.42170999999999997 0.085465000000000013 -0.079364999999999977 -0.41956999999999994 -0.11082499999999999 0.085005000000000011 0.088585000000000011 0.098550000000000013 0.51783000000000012 0.057175000000000011
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 7 -7 -9 12 -11 -3 -6 14 -12 16 -10
right_child=1 5 -4 4 9 6 -8 8 15 10 13 -13 -14 -15 -16 -17 -18
leaf_value=-0.0008525553125711343 -0.0031356972828386035 0.0020228427579141121 0.0079771395741936955 0.0065935070145263794 -0.00083647004249990807 0.0051911495473788496 0.0064004943142790763 -0.0018667893119516834 0.003761962214255724 0.00035417398104427826 0.0033751607927806149 -0.0017020775106396883 0.002896333432776785 0.00060644671124649016 0.0052474025768169293 0.0048805244967061595 0.00038831974602351204
leaf_weight=67 57 65 59 72 56 69 53 96 66 58 1802 67 68 52 149 52 75
leaf_count=67 57 65 59 72 56 69 53 96 66 58 1802 67 68 52 149 52 75
internal_value=0 0.00148122 0.00333847 0.00322058 0.00334163 0.00196644 0.00255555 0.00198546 0.00121902 0.00323433 0.00335609 0.000129828 0.00120806 0.00344286 0.0035183 0.00275553 0.00196966
internal_weight=0 600 2383 2324 2257 543 411 358 289 2185 2061 132 124 2003 1951 193 141
internal_count=2983 600 2383 2324 2257 543 411 358 289 2185 2061 132 124 2003 1951 193 141
is_linear=0
shrinkage=0.028883


Tree=2803
num_leaves=21
num_cat=0
split_feature=48 12 4 4 43 147 15 4 12 1375 15 1210 131 12 3 4 12 4 3 42
split_gain=0.991445 1.12924 1.32076 3.41385 2.30633 1.59796 2.02832 1.1574 1.62279 0.726555 0.764846 0.587571 0.524368 0.838197 0.70818 0.610671 0.511808 0.507196 0.399582 0.297741
threshold=-0.088594999999999993 0.083885000000000015 -0.082619999999999985 -0.011369999999999998 -0.07409499999999998 1.0000000180025095e-35 -0.010894999999999998 0.51326500000000019 -0.10468499999999999 -0.08088999999999999 0.12961500000000001 -0.080804999999999974 0.089915000000000009 0.11984500000000002 -0.072649999999999978 0.015030000000000002 0.088245000000000004 -0.15283499999999997 0.081495000000000012 0.090775000000000008
decision_type=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 -4 6 7 8 -5 -3 11 16 13 14 -13 19 -11 18 -2 -14
right_child=1 9 3 5 -6 -7 -8 -9 -10 10 -12 12 15 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0057509612210738421 0.0011486670457936797 0.0059518645580888046 -0.00016463440418276097 0.0068656698364586797 -0.0078288857232965102 -0.0027963785884766979 0.0075575982434098934 -0.0010453734393801176 0.0016492010487591056 0.0027202508432202948 -0.00076616051552082102 0.0027047305965391226 0.0054743182983334176 0.0056324743173246537 0.00075774325627700565 0.0017674622255335762 -0.0011625919541758838 0.005874642407350506 0.0041291370275569374 0.0031107031863791272
leaf_weight=70 72 54 80 57 52 53 54 94 299 52 52 1289 143 71 170 75 57 54 73 62
leaf_count=70 72 54 80 57 52 53 54 94 299 52 52 1289 143 71 170 75 57 54 73 62
internal_value=0 0.00233759 0.00149491 0.000907422 -0.00318618 0.00187808 0.00237024 0.00174709 0.00248527 0.00270698 0.00261792 0.00270978 0.00283143 0.00262466 0.00247808 0.0039602 0.000687 0.00352747 0.00265126 0.00476094
internal_weight=0 2913 888 689 132 557 504 450 356 2025 1971 1919 1810 1530 1459 280 109 199 145 205
internal_count=2983 2913 888 689 132 557 504 450 356 2025 1971 1919 1810 1530 1459 280 109 199 145 205
is_linear=0
shrinkage=0.0283167


Tree=2804
num_leaves=15
num_cat=0
split_feature=0 1 1 11 1 160 51 0 148 0 151 160 0 1
split_gain=1.3696 1.27135 1.23106 1.10601 0.772146 1.41675 1.1765 0.821339 0.746434 0.639315 0.636726 0.842908 0.490332 0.119471
threshold=0.15628500000000004 0.15190500000000004 0.12019000000000001 0.088160000000000002 0.10075500000000003 0.08234000000000001 0.0064150000000000014 -0.13619499999999998 -0.083699999999999983 -0.067434999999999981 0.084350000000000008 -0.53327999999999987 -0.11742499999999999 0.13418500000000003
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 -6 -1 12 11 -10 -4 -11
right_child=-2 -3 9 -5 5 -7 -8 -9 10 13 -12 -13 -14 -15
leaf_value=0.005019507674680998 -0.0021136775396214192 0.0056933111372451349 0.00063688517134125554 0.0047359702700858607 -0.0013346432482215659 -0.0027130842815526203 0.0043985862634131857 0.0018790493454620503 -0.00055395426854508998 0.00051316752628849448 0.0046199137570128749 0.002023171732966106 -0.0025344181611431441 0.0021492981855969497
leaf_weight=55 57 57 57 93 87 63 71 131 87 52 59 1972 73 69
leaf_count=55 57 57 57 93 87 63 71 131 87 52 59 1972 73 69
internal_value=0 0.00189821 0.00182272 0.00198723 0.00188588 0.000770293 0.00153059 0.000595265 0.00206646 0.000105777 0.00198965 0.00191415 -0.00114182 0.00144843
internal_weight=0 2926 2869 2618 2525 352 289 218 2173 251 2118 2059 130 121
internal_count=2983 2926 2869 2618 2525 352 289 218 2173 251 2118 2059 130 121
is_linear=0
shrinkage=0.0256473


Tree=2805
num_leaves=33
num_cat=0
split_feature=1 3 52 47 2 1 52 2 3 11 2 43 2 52 13 159 1 2 52 52 16 42 16 52 3 13 157 159 13 16 42 2
split_gain=65.802 16.2524 9.23814 6.31246 6.08072 3.98015 3.56128 3.55069 3.54104 3.01291 2.53504 2.1791 2.07807 1.38449 1.38298 1.62469 1.03193 1.00442 1.05808 0.939349 0.907143 0.766594 0.657172 0.626058 0.908704 0.606863 0.584159 0.696617 0.517877 0.416596 0.403055 0.212436
threshold=0.10442000000000001 0.3148450000000001 -0.40891499999999997 0.078345000000000012 0.097005000000000022 0.089680000000000024 0.12456500000000001 -1.0000000180025095e-35 -0.036264999999999992 1.0000000180025095e-35 0.13226500000000005 -0.073079999999999992 0.11067500000000001 0.11122500000000002 -0.089359999999999981 0.018290000000000004 0.091000000000000011 0.10573500000000001 0.0035300000000000006 0.081010000000000013 -1.0000000180025095e-35 0.086375000000000021 -0.080419999999999978 0.08869500000000001 -0.080854999999999996 0.0014600000000000001 -0.089134999999999978 0.086975000000000011 -0.060719999999999989 -0.061024999999999989 -0.065449999999999994 0.11355500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 5 9 11 -7 -5 13 14 12 -4 19 -6 17 -9 18 -16 26 28 -18 -15 30 -25 31 -1 -28 -13 -23 -21 -19
right_child=1 -3 3 8 10 7 -8 16 -10 -11 -12 20 -14 22 15 -17 21 25 -20 23 -22 29 -24 24 -26 -27 27 -29 -30 -31 -32 -33
leaf_value=0.0030837929031157798 0.002796929933293993 0.00051533589027777426 0.0014121179676492546 0.0027490553098085402 0.0020821446213730643 0.0017721633774649757 0.002196663409370254 0.0022930154341130569 0.001760393023423091 0.0033950513708369888 0.0018114662941242368 0.0015436637124193683 0.0006949597913470147 0.0027836414174662507 0.0020819647826903708 0.0029375515553244332 0.0029567125238139837 0.0026229719530340852 0.0025495251600560842 0.0029137811310374195 0.0013060926525994261 0.0023737437765028561 0.0023973046051267138 0.0026876789745064159 0.0031255199633869473 0.0024000866049761387 0.002799576781535714 0.0025604233104882614 0.0019335603870370812 0.0027216534948332179 0.0031695500519027878 0.0028950685280518021
leaf_weight=52 74 94 83 63 65 52 54 67 62 79 54 58 60 64 92 75 74 56 78 99 62 53 99 131 61 71 602 131 62 74 128 52
leaf_count=52 74 94 83 63 65 52 54 67 62 79 54 58 60 64 92 75 74 56 78 99 62 53 99 131 61 71 602 131 62 74 128 52
internal_value=0 0.00164575 0.00182954 0.00168744 0.00268771 0.00277121 0.00149887 0.00247474 0.00225893 0.00283679 0.00241608 0.00138283 0.00111143 0.00280451 0.00248279 0.00254413 0.00261095 0.0024595 0.00229668 0.00283905 0.0015959 0.00271677 0.00254919 0.00295228 0.00282695 0.00261396 0.00277857 0.00275688 0.00174537 0.00257671 0.00305814 0.00275427
internal_weight=0 672 578 504 2309 1766 379 320 125 1446 543 325 143 1367 489 424 268 349 170 1204 182 201 163 419 192 179 785 733 120 127 227 108
internal_count=2981 672 578 504 2309 1766 379 320 125 1446 543 325 143 1367 489 424 268 349 170 1204 182 201 163 419 192 179 785 733 120 127 227 108
is_linear=0
shrinkage=0.00293013


Tree=2806
num_leaves=11
num_cat=0
split_feature=0 9 34 1374 1451 402 52 150 49 401
split_gain=1.53086 1.56714 1.63003 0.956635 0.891421 0.885642 0.780652 0.765455 0.933797 0.746716
threshold=0.11737000000000002 0.093040000000000012 -0.083799999999999986 0.086000000000000007 1.0000000180025095e-35 0.13849000000000003 -0.24841999999999997 0.094545000000000018 -0.054319999999999993 0.084260000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -2 9 -9 -4
right_child=6 -3 3 -5 -6 -7 -8 8 -10 -11
leaf_value=0.0061770655839786656 0.0017940605078300023 -0.0022596734249869083 0.0020932702682856285 0.0047804837063033954 -0.0012865165059485887 -0.0012097325488951063 -0.0020288370348935498 0.0021725769283350909 -0.0013305760192141147 0.0037318177197230239
leaf_weight=62 54 52 2154 79 52 52 90 106 88 192
leaf_count=62 54 52 2154 79 52 52 90 106 88 192
internal_value=0 0.00206272 0.00214352 0.00205159 0.00196995 0.00203538 -0.000593386 0.00210192 0.000582134 0.00222749
internal_weight=0 2837 2785 2723 2644 2592 144 2540 194 2346
internal_count=2981 2837 2785 2723 2644 2592 144 2540 194 2346
is_linear=0
shrinkage=0.0251444


Tree=2807
num_leaves=14
num_cat=0
split_feature=3 1373 151 15 14 16 34 50 0 16 403 0 151
split_gain=1.57519 0.995162 0.752125 0.850378 1.71542 1.10448 0.918048 0.920883 0.836157 0.770647 0.76637 0.659882 0.511786
threshold=0.3148450000000001 0.085770000000000013 -0.14525499999999997 -0.42075999999999997 -0.42227999999999993 -0.053299999999999993 -0.010739999999999998 -0.23678499999999997 -0.10298499999999998 -0.011849999999999998 -0.53317999999999988 -0.036459999999999992 -0.074204999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -4 10 -7 -8 -9 -1 -5 12 -12
right_child=-2 -3 3 5 -6 6 7 8 -10 -11 11 -13 -14
leaf_value=0.0063568002830269327 -0.0016504300730585846 0.0054521603014735477 0.0032105399105001767 -0.00036982614905829779 -0.0029049853430842946 0.0046466543898655973 0.0036749758992133362 -0.001338198007415944 0.0010902372684521101 0.0018437583460838172 0.00039008949617912338 0.0053089894319099714 0.0025150644291869737
leaf_weight=53 98 56 58 73 82 55 91 118 949 60 91 59 1138
leaf_count=53 98 56 58 73 82 55 91 118 949 60 91 59 1138
internal_value=0 0.00185681 0.00178549 0.00169472 -0.000369335 0.0018071 0.0012094 0.0010459 0.000821403 0.00396307 0.00233958 0.00249336 0.00235796
internal_weight=0 2883 2827 2714 140 2574 1213 1158 1067 113 1361 1288 1229
internal_count=2981 2883 2827 2714 140 2574 1213 1158 1067 113 1361 1288 1229
is_linear=0
shrinkage=0.0272171


Tree=2808
num_leaves=28
num_cat=0
split_feature=1 1 12 123 12 15 3 43 12 1 123 3 15 15 15 3 1 43 3 402 3 133 133 12 43 12 12
split_gain=68.5363 13.3116 8.89632 4.8982 4.25489 2.31749 2.88164 2.36958 2.24963 2.09314 2.36239 1.93635 2.03648 1.4983 1.26408 1.68873 1.12112 1.02465 0.879671 1.01467 0.821129 0.768638 0.388244 0.47137 0.424772 0.423694 0.367641
threshold=0.10442000000000001 0.13276500000000002 0.085075000000000026 1.0000000180025095e-35 0.11755500000000001 0.039965000000000007 -0.12711499999999995 -1.0000000180025095e-35 0.099980000000000013 0.15099500000000002 0.09036000000000001 -0.018854999999999997 -0.077474999999999988 0.087670000000000012 -0.22805999999999996 0.09722500000000002 0.13857500000000003 -0.025079999999999995 -0.09738999999999999 -0.020594999999999999 -0.083504999999999982 -0.086034999999999986 0.099765000000000006 0.097345000000000015 -0.041049999999999996 0.086115000000000011 0.091840000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 5 6 7 -1 -4 10 16 -2 17 18 -8 21 -3 -13 -7 -20 -21 -16 25 24 -24 -15 -27
right_child=1 9 8 -5 -6 13 14 -9 -10 -11 -12 12 -14 22 15 -17 -18 -19 19 20 -22 -23 23 -25 -26 26 -28
leaf_value=0.0011076891149453014 0.00050244906466054935 0.00052592673740107403 0.002031084385111548 0.0013532274041323513 0.0013693003029181501 0.0026217782505911936 0.0024212220090329842 0.0018877779013969668 0.0013825300314106047 -1.6708275126510482e-05 9.0373105679247034e-05 0.00056659904474638573 0.0014391319205659379 0.0023068331721761339 0.0017754538986948676 0.0014924609194067891 0.0010989800946946398 0.0010661834792231194 0.0025175898206917192 0.0022526052262825075 0.0018969241926221933 0.0020410086525881103 0.0020580897616931438 0.0021946672817440035 0.0017563970434128987 0.001981210508988516 0.002169630192198783
leaf_weight=54 63 53 99 91 77 54 56 73 75 64 52 56 75 74 99 53 56 79 75 165 77 806 65 52 93 187 158
leaf_count=54 63 53 99 91 77 54 56 73 75 64 52 56 75 74 99 53 56 79 75 165 77 806 65 52 93 187 158
internal_value=0 0.000972577 0.00125384 0.00199463 0.00202093 0.00204435 0.00195731 0.00155632 0.00175171 0.000413676 0.000584947 0.000936401 0.00106644 0.00214365 0.0020075 0.00198328 0.000820615 0.000859171 0.00228633 0.00222909 0.00213956 0.00201199 0.00205944 0.00195859 0.0018807 0.00210991 0.00206759
internal_weight=0 672 447 2309 2218 2141 1141 127 174 225 161 273 210 1000 1014 958 109 135 371 317 242 905 629 210 158 419 345
internal_count=2981 672 447 2309 2218 2141 1141 127 174 225 161 273 210 1000 1014 958 109 135 371 317 242 905 629 210 158 419 345
is_linear=0
shrinkage=0.00281635


Tree=2809
num_leaves=17
num_cat=0
split_feature=2 151 51 15 15 16 51 48 13 0 159 2 51 1454 47 13
split_gain=1.69771 0.888151 1.01229 1.02562 2.60755 1.61048 0.91827 0.703373 1.13769 1.43649 1.08897 0.982195 0.95779 0.939815 0.724623 0.41374
threshold=0.16993500000000003 0.12207000000000001 0.093070000000000014 0.039965000000000007 -0.070454999999999976 -0.078939999999999996 0.087425000000000017 0.089350000000000013 -0.091149999999999995 -0.079864999999999978 0.082420000000000007 0.085325000000000012 -0.26625499999999996 0.083660000000000026 0.09550500000000002 -0.073514999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 7 8 9 10 -1 -9 -10 -14 15 -13
right_child=-2 -3 3 -5 -6 -7 -8 11 12 -11 -12 14 13 -15 -16 -17
leaf_value=6.1270458211527709e-05 -0.002428749462011718 0.0050523291932164606 -0.0014255142812222622 0.0031854186755794381 -0.006001762498737081 0.0037897607346436923 0.0049596202157679153 0.0059421744791323516 -0.00064726831002577263 -0.0037871848571370422 0.0045054602733623174 0.0017132410440833571 0.0021726316299842444 -0.0010408675955420415 -7.7583336165179697e-05 0.0048742413603232448
leaf_weight=191 72 61 97 67 52 80 71 69 103 57 52 58 1746 70 69 66
leaf_count=191 72 61 97 67 52 80 71 69 103 57 52 58 1746 70 69 66
internal_value=0 0.00180033 0.00173058 0.000222793 -0.000642732 0.000930031 0.00190535 0.00181782 0.00166008 0.00010039 0.00101349 0.00315273 0.00190375 0.0020486 0.00215396 0.00339805
internal_weight=0 2909 2848 296 229 177 2552 2481 2219 300 243 262 1919 1816 193 124
internal_count=2981 2909 2848 296 229 177 2552 2481 2219 300 243 262 1919 1816 193 124
is_linear=0
shrinkage=0.0272171


Tree=2810
num_leaves=17
num_cat=0
split_feature=10 0 0 1 151 41 151 457 0 457 15 151 1455 131 1 49
split_gain=3.67237 2.51294 1.08122 1.90062 1.08191 0.885697 0.823597 0.97229 0.792494 2.53523 1.60695 1.05015 0.636984 0.61172 0.524038 0.600346
threshold=-1.0000000180025095e-35 -0.080064999999999983 -0.13409999999999997 0.083065000000000014 -0.083274999999999988 0.077915000000000012 -0.086769999999999986 0.064110000000000014 -0.24203499999999997 0.084670000000000009 -0.17840999999999999 -0.0017399999999999998 0.10450500000000001 0.13177500000000003 0.13707500000000003 0.10228500000000001
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 12 7 -4 -5 10 -10 -12 13 14 15 -6
right_child=2 -3 4 8 5 -7 -8 -9 9 -11 11 -13 -14 -15 -16 -17
leaf_value=0.0010490584120982774 0.0036748121064927126 -0.0055830801397375885 0.0044391847741085868 0.0024251407636510986 0.0018680773993731471 -0.0015649688362842512 0.0059714537567362022 -0.0001306057555824212 -0.0037152277229299492 -0.0065606197713478911 -0.0010305428859029551 0.0033626577505777248 -0.0011536099233781262 -0.0010431223823064413 -0.00029574797090590273 0.0037229912350445911
leaf_weight=79 99 91 79 53 1743 61 76 61 61 53 71 93 54 53 76 140
leaf_count=79 99 91 79 53 1743 61 76 61 61 53 71 93 54 53 76 140
internal_value=0 -0.00249938 0.00162109 0.000365733 0.00185136 0.00166473 0.00368777 0.00244599 -0.000623114 -0.0012053 5.48827e-05 0.00145895 0.00176023 0.00183858 0.00191669 0.00200614
internal_weight=0 170 2773 430 2343 2127 216 140 331 278 225 164 2066 2012 1959 1883
internal_count=2943 170 2773 430 2343 2127 216 140 331 278 225 164 2066 2012 1959 1883
is_linear=0
shrinkage=0.0272171


Tree=2811
num_leaves=28
num_cat=0
split_feature=12 15 12 150 150 13 49 12 48 0 42 15 49 13 0 0 13 157 130 52 150 13 15 0 0 13 42
split_gain=50.2261 11.8749 8.92127 8.52288 8.78632 5.73792 3.25844 3.13188 3.05271 3.68068 2.98287 2.16038 2.04689 2.97407 1.41545 1.33484 1.3031 1.2828 1.03405 0.960866 0.951658 0.920757 0.896297 0.778372 0.425883 0.440932 0.318545
threshold=0.056995000000000011 -0.23982999999999996 0.14824500000000004 0.083435000000000023 -0.029954999999999999 -0.15325499999999995 -0.070754999999999985 -0.038859999999999992 0.10096000000000001 -0.15445999999999996 0.087325000000000014 -0.033234999999999994 0.083250000000000005 0.011265000000000002 -0.09633499999999999 0.10923000000000001 -1.0000000180025095e-35 -0.084114999999999981 0.09784000000000001 0.09253500000000002 0.088135000000000005 0.060680000000000005 0.089125000000000024 -0.029849999999999998 -0.095724999999999991 -0.085919999999999982 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 4 -3 -2 20 10 9 -6 -1 12 13 14 -7 17 -11 -13 24 21 -5 -19 -21 -18 -14 -26 -16
right_child=2 3 -4 6 8 11 -8 -9 -10 16 -12 15 18 -15 26 -17 23 19 -20 22 -22 -23 -24 -25 25 -27 -28
leaf_value=6.3168528256717492e-05 0.0015933278691165947 0.00083306027428507073 0.001094843010171268 0.0011773831283247197 0.0030099804265562896 0.00181974182535421 0.00061637522055049611 0.0013917180061799011 0.0014008971559587892 0.0018007756188027264 0.0010116101096328146 0.002903699117893413 0.0023232839373039005 0.0014229449736558376 0.0026057533550678303 0.0029441705916817286 0.0025249587899834141 0.0025853856034233685 0.0020762309376308389 0.0020229384523821237 0.0017826549548174556 0.0022660293845337353 0.0024289114211163399 0.0020508336245314536 0.0029042849745885106 0.0025574378279109157 0.0023130779681916915
leaf_weight=76 83 65 54 57 55 60 82 58 52 102 64 83 59 52 53 81 71 722 53 76 53 111 243 77 52 171 178
leaf_count=76 83 65 54 57 55 60 82 58 52 102 64 83 59 52 53 81 71 722 53 76 53 111 243 77 52 171 178
internal_value=0 0.00144851 0.00239417 0.00167072 0.00192792 0.00242794 0.00110523 0.000759255 0.00212717 0.00225088 0.000496989 0.00246266 0.00231373 0.00213736 0.0022649 0.00253936 0.00208374 0.00251279 0.00249422 0.00248459 0.00146933 0.00254287 0.0023323 0.00227852 0.00257265 0.00263847 0.00238038
internal_weight=0 812 2131 614 422 2077 192 198 357 305 140 1994 678 343 291 1316 250 1235 335 1152 110 833 319 148 282 223 231
internal_count=2943 812 2131 614 422 2077 192 198 357 305 140 1994 678 343 291 1316 250 1235 335 1152 110 833 319 148 282 223 231
is_linear=0
shrinkage=0.0032351


Tree=2812
num_leaves=21
num_cat=0
split_feature=1 3 10 123 155 3 160 34 475 150 0 3 0 1 159 0 0 3 51 160
split_gain=81.0589 22.6577 11.7487 4.87688 4.65888 4.60234 4.98378 3.13985 2.68683 2.57426 2.19193 4.80468 1.57377 3.951 1.45181 1.48226 1.65746 1.5257 1.00194 0.862204
threshold=0.10529500000000001 -0.053364999999999996 -0.07884999999999999 1.0000000180025095e-35 0.084710000000000021 0.088880000000000015 -1.0000000180025095e-35 -0.016844999999999995 -0.084344999999999989 0.094545000000000018 -0.045139999999999993 -0.083414999999999975 -0.053169999999999995 0.12019000000000001 0.11704500000000001 -0.14920999999999998 -0.10594499999999998 -0.12711499999999995 -0.09021499999999999 -0.082244999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 5 10 8 -7 -4 18 12 11 -2 13 -9 15 -10 -17 -18 -1 -20
right_child=1 2 7 -5 -6 6 -8 9 14 -11 -12 -13 -14 -15 -16 16 17 -19 19 -21
leaf_value=0.0023141388632037714 0.0011439208921643215 -0.00056729422288774958 0.00028175152012092371 0.001575597673141106 0.0024743248979607574 0.0024173867589084249 0.0013464854478140167 0.0013673804800620605 0.002590467056887581 0.00043662968862095497 0.0011330884420790875 0.0023021749804717625 0.0015380860657711914 0.00054394825318279422 0.0018255084405951949 0.0018733733770693831 0.0018707842546504079 0.0022672882262642241 0.0024967313600133927 0.0030042802962673286
leaf_weight=64 52 53 63 96 56 55 93 99 94 57 66 63 52 87 69 101 82 1532 52 57
leaf_count=64 52 53 63 96 56 55 93 99 94 57 66 63 52 87 69 101 82 1532 52 57
internal_value=0 0.00106994 0.000669918 0.00219803 0.00176353 0.00222519 0.00174466 0.000853165 0.00225985 0.000975094 0.00154345 0.0017787 0.00110393 0.000982388 0.0022288 0.00224417 0.00222517 0.00224716 0.00259676 0.00276242
internal_weight=0 648 411 2295 237 2199 148 358 2051 295 181 115 238 186 1878 1809 1715 1614 173 109
internal_count=2943 648 411 2295 237 2199 148 358 2051 295 181 115 238 186 1878 1809 1715 1614 173 109
is_linear=0
shrinkage=0.00281635


Tree=2813
num_leaves=22
num_cat=0
split_feature=4 457 4 12 4 51 11 48 51 4 51 130 51 4 52 52 4 4 151 52 150
split_gain=2.31879 1.45432 1.2456 1.04509 1.48355 0.942194 1.34219 1.31573 2.32712 2.31632 0.989118 0.835957 1.14846 0.811495 0.904613 0.513504 0.446934 0.921718 0.407903 0.37657 0.16483
threshold=0.27258000000000004 0.064110000000000014 -0.008454999999999999 0.095450000000000021 0.6224900000000001 -0.10998999999999999 0.084110000000000004 0.088485000000000008 0.022440000000000005 -0.44205499999999992 0.11484000000000001 0.090415000000000009 0.12216000000000002 0.42642000000000008 -0.012769999999999998 -0.015824999999999995 0.032770000000000001 -0.15615999999999999 -0.088054999999999981 0.091715000000000005 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 18 4 13 16 7 9 15 -7 -10 12 -11 20 -15 -9 17 -1 -3 -13 -2
right_child=3 2 -4 -5 -6 6 -8 8 10 11 -12 19 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0024403092910201311 0.00067049091549969476 0 -0.0027094395515132493 -0.0039409933415675219 -0.0041194644033155951 0.0085914321357507158 -0.0017888381719000223 0.001177909889300268 -0.0057281365540562037 0.0024275037235706887 -0.00037500609886801988 -0.0012776512982089743 0.0067650624777607542 0.00041506654411141089 0.0057428807131955058 0.0043874012064595829 0.0023450477482107341 0.0067211621880412728 0.0035297141740845946 0.0019019422530236075 -0.0015625051748815026
leaf_weight=78 61 54 95 61 53 54 73 95 52 1509 71 73 55 54 57 80 96 100 60 58 54
leaf_count=78 61 54 95 61 53 54 73 95 52 1509 71 73 55 54 57 80 96 100 60 58 54
internal_value=0 0.00213877 -0.000216662 -0.000447457 0.000315236 0.00234454 0.0021341 0.00227416 0.000463391 0.0025825 -0.00264068 0.00239088 0.00258024 0.00135662 0.0031538 0.0026469 0.00397158 0.00484705 0.00185789 0.000127707 -0.000375312
internal_weight=0 2603 209 340 279 2394 2120 2047 298 1749 123 1695 1564 226 111 175 274 178 114 131 115
internal_count=2943 2603 209 340 279 2394 2120 2047 298 1749 123 1695 1564 226 111 175 274 178 114 131 115
is_linear=0
shrinkage=0.0294607


Tree=2814
num_leaves=25
num_cat=0
split_feature=4 3 2 376 2 457 15 48 2 132 15 4 160 4 2 43 15 49 2 4 43 3 159 3
split_gain=68.6456 15.7413 7.15092 7.42303 2.82226 2.70043 2.59618 3.03588 2.03502 1.80923 3.56419 1.7272 1.69775 3.3416 4.13362 1.6092 1.70011 1.4735 1.43227 1.42782 1.10266 0.90498 0.386433 0.378801
threshold=0.31392000000000003 -0.046079999999999989 0.10859000000000001 0.048375000000000008 0.153865 0.08351500000000002 -0.14051999999999998 0.082425000000000012 0.14290000000000003 0.080815000000000012 0.080895000000000009 0.0049450000000000006 -0.080184999999999992 -0.0058699999999999994 0.08647500000000001 -0.049999999999999996 -0.43587999999999999 0.0060400000000000011 0.10100500000000003 -0.49269499999999994 -0.0005399999999999999 -0.088824999999999987 0.085345000000000018 -0.074959999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 15 12 21 9 17 11 -11 19 -3 -14 -15 -2 -17 -4 -9 -8 -21 -1 23 -13
right_child=4 2 8 -5 -6 -7 7 18 -10 10 -12 22 13 14 -16 16 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.0033552333337826742 0.00075764402599845157 0.0030799551811309242 0.0014251983016906804 0.0014321674678436942 0.0002935085584042606 0.001830006314617316 0.0031550315659302558 0.0023830575715766537 0.00099918835897365855 0.0016285991987321055 0.0026643725091496104 0.0024185633907602196 0.0020021405263679448 0.0033483986946082345 0.0021775009193648696 0.0016360244797928882 0.00099165225619247824 0.0020991678235870912 0.0017572953702000688 0.002718898471045705 0.0025144368188074716 0.0028042950348679441 0.0026300205944884956 0.0020972776335961029
leaf_weight=54 97 58 71 83 54 52 61 102 53 52 85 128 85 64 54 69 94 57 55 992 351 65 55 52
leaf_count=54 97 58 71 83 54 52 61 102 53 52 85 128 85 64 54 69 94 57 55 992 351 65 55 52
internal_value=0 0.00247965 0.00202564 0.00225984 0.000941215 0.00247922 0.00260729 0.00257974 0.00151307 0.00261647 0.00227147 0.00264529 0.00260844 0.00247355 0.00281285 0.00107561 0.00126463 0.00172558 0.00216405 0.00268678 0.00266549 0.00305458 0.00239724 0.00232593
internal_weight=0 2629 577 396 314 313 2052 1933 181 1776 137 1639 261 203 118 260 163 128 157 1404 1343 119 235 180
internal_count=2943 2629 577 396 314 313 2052 1933 181 1776 137 1639 261 203 118 260 163 128 157 1404 1343 119 235 180
is_linear=0
shrinkage=0.00310948


Tree=2815
num_leaves=17
num_cat=0
split_feature=9 9 14 1 4 159 159 1 2 12 51 4 4 0 49 13
split_gain=2.48092 1.71978 0.812617 0.902068 0.64205 1.04809 1.5498 1.39587 0.957052 1.25573 0.750177 0.640095 0.459492 0.619769 0.529505 0.42724
threshold=0.094575000000000006 -1.0000000180025095e-35 -0.13131999999999996 0.13891000000000003 0.028075000000000006 0.087360000000000007 0.093500000000000014 0.10781 0.080495000000000011 0.094115000000000018 0.12162000000000002 0.50541500000000006 0.074650000000000008 -0.091399999999999995 0.036605000000000006 -0.073514999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 4 5 7 -7 10 9 -6 -4 -3 13 -10 -14 -8
right_child=-2 2 3 -5 8 6 15 -9 12 -11 -12 -13 14 -15 -16 -17
leaf_value=-0.0015213296591258581 -0.0039652565065027307 0.0060832873967261352 0.0022497724914530273 -0.00097958422390436502 0.0061004580235986591 -0.0035138157631012484 0.00026351574379320446 0.0053138891990393653 -0.0029010993920792014 0.00057384564153157831 -0.00036976914522969344 0.0021350620155532506 0.00017682484485912129 0.00078510039490987775 0.0025027902455075066 0.0030152926709260544
leaf_weight=103 52 56 1734 76 54 53 76 100 55 59 78 57 172 72 110 79
leaf_count=103 52 56 1734 76 54 53 76 100 55 59 78 57 172 72 110 79
internal_value=0 0.00179763 0.00191848 0.00182792 0.00190879 0.00211129 0.000346169 0.00230317 0.00108584 0.00321735 0.00213686 0.00409418 0.000496251 -0.000809086 0.00108511 0.00166784
internal_weight=0 2934 2831 2718 2642 2120 208 1912 522 113 1812 113 409 127 282 155
internal_count=2986 2934 2831 2718 2642 2120 208 1912 522 113 1812 113 409 127 282 155
is_linear=0
shrinkage=0.0261602


Tree=2816
num_leaves=21
num_cat=0
split_feature=4 2 123 14 10 15 3 13 15 15 3 2 2 0 3 14 43 484 4 155
split_gain=38.9576 17.0146 5.02895 4.11412 3.52331 2.59635 2.8113 5.39262 2.12445 1.99943 1.76936 1.87536 1.75425 1.37583 1.34797 1.1654 0.903221 1.12282 0.703003 0.139697
threshold=0.31392000000000003 0.13388500000000003 1.0000000180025095e-35 0.073890000000000011 -0.063134999999999983 0.039965000000000007 -0.11151499999999999 0.084770000000000026 -0.037394999999999991 -0.41956999999999994 0.11391500000000002 0.091185000000000002 0.086365000000000011 -0.13619499999999998 -0.11017499999999998 -0.10523499999999998 0.034420000000000006 -0.079829999999999984 -0.079614999999999977 0.11245500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 6 7 -1 -3 15 11 -8 -4 -11 -7 -6 17 -16 -18 -9
right_child=4 8 12 -5 9 14 10 19 -10 13 -12 -13 -14 -15 16 -17 18 -19 -20 -21
leaf_value=0.00089852910571022032 0.00019694249397624093 0.0013273511492873217 0.0011036121035893991 0.0027494042536645568 0.0015546323333713596 0.002679204151411214 0.0021870434896399428 0.0019222606189381139 0.00052482109962414647 0.0010581059527443148 0.001580170736239876 0.0019252197547662579 0.0018181426736703782 0.00037394128384933702 0.0017980302005459192 0.001027482456905359 0.0016910024121287183 0.0022613324098237396 0.0021077185174948722 0.0021536541997554432
leaf_weight=60 54 61 58 92 73 54 662 52 62 58 69 418 72 52 53 85 53 704 139 55
leaf_count=60 54 61 58 92 73 54 662 52 62 58 69 418 72 52 53 85 53 704 139 55
internal_value=0 0.0020309 0.00208451 0.00211604 0.000908088 0.0020909 0.00200158 0.00163105 0.000923088 0.00105126 0.00205541 0.00208574 0.0014996 0.000734979 0.00220805 0.00127125 0.00218121 0.00222894 0.00199286 0.00204151
internal_weight=0 2664 2541 2411 322 2319 1316 167 123 268 1149 1080 130 110 1003 158 949 757 192 107
internal_count=2986 2664 2541 2411 322 2319 1316 167 123 268 1149 1080 130 110 1003 158 949 757 192 107
is_linear=0
shrinkage=0.0030485


Tree=2817
num_leaves=11
num_cat=0
split_feature=10 482 481 159 151 150 1375 15 12 402
split_gain=1.94548 0.963963 0.932637 1.07049 0.986042 1.17713 1.03879 1.11588 1.34494 0.921236
threshold=-0.089679999999999982 0.11830000000000002 -0.086574999999999985 0.12274500000000001 0.05680000000000001 0.083205000000000015 -0.091584999999999986 0.085915000000000019 0.08598500000000002 -0.11505499999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4 9 -9 -8
right_child=1 -3 3 -5 5 -7 7 8 -10 -11
leaf_value=-0.0021130618021492436 -0.00084549706788272587 0.0054488264699225214 0.005408035592467616 0.0052682712498876554 -0.0037102329494138196 0.0017114236160632817 0.0046366756045408122 0.0054242879383304939 0.0022017394644100029 0.0013073329867181295
leaf_weight=95 97 54 61 67 52 69 64 113 642 1672
leaf_count=95 97 54 61 67 52 69 64 113 642 1672
internal_value=0 0.00184392 0.0017752 0.00186808 0.00178275 -0.000616143 0.0018966 0.00181049 0.00268444 0.00143024
internal_weight=0 2891 2837 2740 2673 121 2552 2491 755 1736
internal_count=2986 2891 2837 2740 2673 121 2552 2491 755 1736
is_linear=0
shrinkage=0.0272171


Tree=2818
num_leaves=21
num_cat=0
split_feature=10 3 123 0 12 3 3 12 123 42 151 16 3 42 3 42 52 43 42 12
split_gain=33.5027 21.9956 10.7077 5.81107 4.46064 4.25196 5.86948 3.93905 3.51273 2.68454 2.64241 2.83439 1.89306 1.74351 2.19047 2.63973 1.49032 1.42998 1.21795 0.52652
threshold=-1.0000000180025095e-35 0.28833000000000003 0.084380000000000024 -0.080064999999999983 0.078120000000000009 -0.10519499999999998 0.11745500000000002 0.093910000000000007 0.083005000000000009 0.09112000000000002 -0.044604999999999992 0.053305000000000012 -0.055994999999999996 0.10001500000000001 -0.085324999999999984 0.084050000000000014 0.076585000000000014 -0.083349999999999994 -0.092919999999999989 0.096265000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 -2 10 13 -5 -4 -7 -12 16 14 15 -6 18 -16 -9 -18
right_child=1 -3 9 8 7 6 -8 12 -10 -11 11 -13 -14 -15 17 -17 19 -19 -20 -21
leaf_value=0.0014656752210552505 0.0011823677229434323 0.00078684813614838221 0.0018510150426802926 -0.00019178604658911188 0.002394625151725355 0.0028804847427643453 0.0013518428512591988 0.0025387503221880213 0.00092303067925869912 0.0010255188845931988 0.0019342909373296119 0.0026240401535590411 0.0017062696166733424 0.0028861229034738171 0.0028374531259126715 0.001935716998796 0.0026607572422593369 0.0024631951643361476 0.0020363674825108831 0.0023214573146850856
leaf_weight=79 52 101 73 52 438 59 76 52 53 74 169 83 78 76 114 160 59 610 357 171
leaf_count=79 52 101 73 52 438 59 76 52 53 74 169 83 78 76 114 160 59 610 357 171
internal_value=0 0.00218411 0.00223634 0.000840957 0.00228241 0.00200226 0.00211234 0.00234055 0.000370621 0.00143568 0.00229808 0.0021616 0.00215645 0.00243495 0.00240898 0.00227189 0.00221135 0.00252217 0.00210032 0.00240864
internal_weight=0 2802 2701 184 2554 439 387 2115 105 147 311 252 717 1398 1322 598 639 724 409 230
internal_count=2986 2802 2701 184 2554 439 387 2115 105 147 311 252 717 1398 1322 598 639 724 409 230
is_linear=0
shrinkage=0.0030485


Tree=2819
num_leaves=27
num_cat=0
split_feature=1 1 3 14 3 3 4 4 3 3 4 13 15 4 43 3 3 133 43 4 4 4 133 49 484 4
split_gain=74.2459 15.0435 8.13088 6.10988 4.96968 4.90027 4.42573 3.93126 3.7616 3.86877 3.15332 2.43653 2.00395 1.82825 3.3587 2.57724 2.14041 1.50616 1.62782 1.42472 1.14638 0.867165 0.5966 0.569229 0.44894 0.384458
threshold=0.10471000000000001 0.13662500000000002 -0.049204999999999992 0.073890000000000011 -0.12077499999999998 -0.06533499999999999 -0.42305999999999994 0.40318000000000004 0.040040000000000006 0.143375 -0.35269999999999996 -0.011809999999999999 -0.42075999999999997 -0.0083549999999999978 -0.049364999999999992 0.088880000000000015 -0.023409999999999997 0.088155000000000011 0.062770000000000006 -0.036839999999999991 0.0060300000000000015 -0.00090499999999999988 -0.43510999999999994 0.10470500000000001 -0.042224999999999992 -0.079814999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 6 17 -1 19 11 -10 -7 -4 -3 16 -15 -16 -12 18 20 -2 21 -6 -20 24 -19 -26
right_child=1 12 8 -5 5 10 -8 -9 9 -11 13 -13 -14 14 15 -17 -18 23 22 -21 -22 -23 -24 -25 25 -27
leaf_value=0.002717993618184659 0.0027645582915810729 0.00098549114276687603 0.0012813891643494221 0.0034258290211713503 0.0028168517221191952 0.002908732802175525 0.0015627608527029016 0.0014161677671679963 0.0022259919366826638 0.0011206100669720089 0.0023250042007183871 0.00042461580812592473 0.00025801388166061975 0.0016783046761012679 0.0028314215769116935 0.0020252563373114466 0.0014522800236038626 0.002341606084310686 0.0026413464211559106 0.0021405438602367564 0.0024562797501256877 0.0031985074920116794 0.0022383139723990866 0.0022936352425082969 0.0027947273375452677 0.0025641435811058059
leaf_weight=56 64 65 85 92 822 77 92 60 68 65 55 59 102 60 124 63 64 64 86 98 88 69 73 80 119 236
leaf_count=56 64 65 85 92 822 77 92 60 68 65 55 59 102 60 124 63 64 64 86 98 88 69 73 80 119 236
internal_value=0 0.00138214 0.00166345 0.00260769 0.00257389 0.0026147 0.00200011 0.00212497 0.00129343 0.00168603 0.00231231 0.00093059 0.000541371 0.00218674 0.00234597 0.00256001 0.00185593 0.00269651 0.00276186 0.00238728 0.00281141 0.00284645 0.00245652 0.00254743 0.00259581 0.00264154
internal_weight=0 666 499 2320 2228 2080 148 222 277 133 443 144 167 366 247 187 119 1637 1138 162 979 891 159 499 419 355
internal_count=2986 666 499 2320 2228 2080 148 222 277 133 443 144 167 366 247 187 119 1637 1138 162 979 891 159 499 419 355
is_linear=0
shrinkage=0.0032351


Tree=2820
num_leaves=26
num_cat=0
split_feature=40 4 1 14 15 15 4 3 1212 133 1 48 133 11 3 0 133 133 15 3 1 3 133 3 15
split_gain=1.76633 1.64722 1.75592 1.383 1.25762 4.77725 2.36123 1.27439 1.03553 1.19044 0.840104 0.986453 0.92148 0.798255 0.94225 0.748644 0.704091 0.829493 0.661841 0.886668 0.575776 0.842298 0.391066 0.221239 0.229994
threshold=0.09888000000000001 -0.37626499999999991 0.084470000000000003 -0.13131999999999996 0.086195000000000008 -0.0080049999999999982 -0.018069999999999996 -0.090704999999999994 0.087685000000000013 -0.012769999999999998 0.11690500000000002 0.014805 -0.0054649999999999985 0.085630000000000026 -0.014924999999999999 -0.07002499999999999 0.11524500000000001 0.10254500000000001 0.091285000000000019 -0.078384999999999996 0.078705000000000011 -0.0091399999999999988 0.15242000000000003 -0.078384999999999996 0.088135000000000005
decision_type=2 2 2 2 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 15 5 10 -7 -6 16 -10 12 -12 -5 14 -1 -4 17 20 -9 -20 21 -3 -18 24 -24
right_child=-2 2 3 4 7 6 -8 18 9 -11 11 -13 -14 -15 -16 -17 22 -19 19 -21 -22 -23 23 -25 -26
leaf_value=0.0082715195003192198 -0.0030813052640886636 0.002778501121093175 0.0062515332151427128 -0.0016411454313302353 0.0060951062042081377 -0.0087477841992454845 -0.00097861716584325882 0.003501238666667187 0.0029827457893515357 -0.0016637613386371688 0.00075391718632806842 -0.0033672523410935421 0.0022861372750037374 0.0015579539890334857 0.0036747976723343683 0.0016194723538469008 -0.00086677227826924654 0.0062432129573443025 -0.0026463631553444817 0.0016469025916895236 0.0055155682320541903 -0.00084353236529150952 0.0022690361674935684 0.0032384970411463211 -0.00022066137380254749
leaf_weight=56 55 974 54 53 52 63 58 76 75 98 168 61 347 57 90 54 53 55 52 129 55 52 63 59 52
leaf_count=56 55 974 54 53 52 63 58 76 75 98 168 61 347 57 90 54 53 55 52 129 55 52 63 59 52
internal_value=0 0.00193858 0.00175727 0.000945077 0.000639544 2.50737e-05 -0.00502617 0.00213002 0.00237415 0.000348907 0.000997247 -0.000342567 0.00176503 0.00435139 0.00543995 0.00393825 0.00263099 0.00291323 0.00132659 0.000411841 0.00274353 0.00259464 0.00121723 0.00185371 0.00114068
internal_weight=0 2906 2703 1167 1059 750 121 309 1536 173 629 229 400 203 146 108 1363 1136 257 181 1081 1026 227 174 115
internal_count=2961 2906 2703 1167 1059 750 121 309 1536 173 629 229 400 203 146 108 1363 1136 257 181 1081 1026 227 174 115
is_linear=0
shrinkage=0.0277614


Tree=2821
num_leaves=21
num_cat=0
split_feature=41 1 40 1 133 1456 0 15 0 9 10 130 133 133 0 133 52 13 52 43
split_gain=1.52614 1.76206 1.17033 1.14372 1.12981 1.04948 1.43912 3.81097 0.744098 0.742684 1.24742 0.637981 0.619917 1.02877 0.804519 0.665591 0.613319 0.336695 0.294329 0.309356
threshold=0.082560000000000008 0.083250000000000005 1.0000000180025095e-35 0.076160000000000019 -0.24159999999999995 -0.0022699999999999994 -0.087544999999999998 -0.015539999999999998 -0.17127999999999996 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.072754999999999986 0.11524500000000001 0.10319500000000002 -0.11167499999999998 0.14883000000000002 0.27203000000000005 -0.13871999999999998 0.10611000000000001 -0.048179999999999994
decision_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 11 -3 -6 7 8 -7 -8 -11 -1 13 14 -13 -14 -16 -2 19 -17
right_child=17 2 -4 -5 5 6 9 -9 -10 10 -12 12 15 -15 16 18 -18 -19 -20 -21
leaf_value=0.0051269727638224814 0.0070162907630394542 0.0052386523137122106 -0.0034620530528986651 0.0059588286573584552 0.0041404939918633235 0.0026442094085124498 -0.0021958046821102186 -0.0074357814397607745 -0.00060243234305761538 -0.002710145767704392 0.0020581578813912544 -0.0013558277276125056 -0.0026427356319752276 0.0065463262986791056 0.002011195129289016 0.00080854654589946251 0.0046095347733482511 0.0036382302424322697 -0.00053958936315427958 0.0039697497141945644
leaf_weight=65 55 57 62 79 82 102 54 74 213 59 583 64 52 52 971 68 98 62 54 55
leaf_count=65 55 57 62 79 82 102 54 74 213 59 583 64 52 52 971 68 98 62 54 55
internal_value=0 0.00158429 0.000727361 0.0022914 0.000939843 0.000729589 0.000471499 -0.00105105 0.000447802 0.00132294 0.00161943 0.00209528 0.00195568 0.00224352 0.00204575 0.000464732 0.00224971 0.00522906 0.00137955 0.00222481
internal_weight=0 2844 1286 1558 1224 1167 1085 389 315 696 642 1479 1414 1185 1133 229 1069 117 177 123
internal_count=2961 2844 1286 1558 1224 1167 1085 389 315 696 642 1479 1414 1185 1133 229 1069 117 177 123
is_linear=0
shrinkage=0.0312639


Tree=2822
num_leaves=32
num_cat=0
split_feature=3 3 43 42 3 16 3 39 3 40 16 16 394 1212 3 42 43 43 42 42 42 3 129 43 16 16 1212 42 133 16 3
split_gain=26.5635 10.5344 9.79493 5.78144 3.372 3.01353 3.01051 2.16974 2.05421 2.07683 1.80918 1.31033 2.74553 1.38112 1.40736 1.19488 1.20711 1.13817 1.12625 1.31427 0.860932 0.860924 0.797114 0.725723 0.397242 1.21732 0.508677 0.360882 0.152258 0.0815886 0.0373828
threshold=-0.064349999999999991 0.28833000000000003 -0.035884999999999993 -1.0000000180025095e-35 0.11745500000000002 -0.16956499999999999 0.41110500000000005 0.087735000000000021 0.076825000000000018 -0.0057599999999999986 -0.057034999999999995 -0.082824999999999982 -0.06445999999999999 0.087685000000000013 -0.084794999999999995 0.089720000000000008 0.080350000000000019 -0.082134999999999986 0.073240000000000013 0.089470000000000008 0.092860000000000012 0.093925000000000022 0.081400000000000014 -0.0039049999999999992 -0.11082499999999999 -0.092969999999999983 -1.0000000180025095e-35 -0.0022699999999999999 -0.020429999999999997 -0.028104999999999995 -0.081804999999999975
decision_type=2 2 2 2 2 2 2 2 2 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 8 18 -3 -5 9 -4 -11 24 -13 15 -15 16 22 -17 -1 -20 -9 -10 -14 -19 30 -26 -27 28 -28 -23 -7
right_child=1 6 4 7 -6 11 -8 20 21 10 -12 12 13 14 -16 17 -18 23 19 -21 -22 29 -24 -25 25 26 27 -29 -30 -31 -32
leaf_value=0.0015893076291308135 0.002155740335276427 0.00029496319628206843 0.002404926019550798 0.0014623910094116832 0.0015163477124785539 0.0026444673609558739 0.0012295134123565669 0.0011025113140977194 0.0026639723581141682 0.0020420442880593041 0.0012752712810897196 0.0015517899794557121 0.0024094071869366677 0.0015859053406104173 0.0022527265982274047 0.0017841454747888465 0.0019085508005147098 0.0022972754678162533 0.0023656189287036937 0.0017232509494245231 0.00063688409253943011 0.0023124519460245435 0.0020448612551784784 0.0019591621062938365 0.0020620390239481515 0.0026938163430220039 0.0026136072257407885 0.0022131235252256139 0.0023970332006023006 0.0021311137461600248 0.0025043831064652661
leaf_weight=79 62 60 57 100 95 53 69 78 69 63 53 55 693 57 62 69 55 254 63 57 71 57 62 79 97 68 54 76 89 53 52
leaf_count=79 62 60 57 100 95 53 69 78 69 63 53 55 693 57 62 69 55 254 63 57 71 57 62 79 97 68 54 76 89 53 52
internal_value=0 0.00160088 0.00173797 0.00132221 0.00202716 0.0022314 0.000795091 0.00111453 0.00216493 0.00192708 0.00169199 0.00226934 0.00222116 0.0022488 0.0019336 0.00227972 0.00234758 0.00214292 0.00187377 0.00206077 0.000880854 0.00239463 0.00237951 0.00221716 0.00240582 0.00235936 0.00245974 0.00238691 0.00247904 0.00222538 0.0025754
internal_weight=0 887 758 311 447 2074 129 249 352 173 116 1875 1386 1331 119 1212 810 402 199 120 149 179 755 333 489 384 287 219 143 110 105
internal_count=2961 887 758 311 447 2074 129 249 352 173 116 1875 1386 1331 119 1212 810 402 199 120 149 179 755 333 489 384 287 219 143 110 105
is_linear=0
shrinkage=0.0030485


Tree=2823
num_leaves=22
num_cat=0
split_feature=1 52 47 52 13 2 39 1 2 3 16 2 1 3 13 3 13 3 1453 3 3
split_gain=62.1301 11.5631 6.30295 5.5227 4.2937 3.78575 3.66587 2.9987 2.76734 2.22097 2.10729 1.84697 1.71098 1.47927 4.19087 1.29203 1.23951 1.58335 1.24472 1.391 3.15609
threshold=0.10404000000000001 -0.41694999999999993 0.078345000000000012 0.12484500000000003 0.11238500000000001 0.11366500000000002 0.0047850000000000011 0.088035000000000016 1.0000000180025095e-35 -0.14719499999999996 0.39813000000000004 -0.013084999999999998 0.084370000000000014 0.076825000000000018 -0.36115499999999995 -0.012814999999999998 -0.09657499999999998 -0.079774999999999985 -0.080524999999999985 0.093925000000000022 -0.027864999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 11 6 9 -8 -4 12 -7 -3 -1 15 -15 -13 17 -11 -18 20 -20
right_child=1 2 8 -5 -6 10 7 -9 -10 16 -12 13 -14 14 -16 -17 18 -19 19 -21 -22
leaf_value=0.0028791298465223577 0.0024100787797279835 0.0013437597362660123 0.0019869642637123054 0.0018026715843393649 0.00015924389884560211 0.0015662618568126499 0.0022191724436991028 0.0013135224172148323 0.0012444516020265696 0.0016293005589182469 0.0022163195932290215 0.00091128952821663679 0.0022839756727929604 0.00064801469539493243 0.001663594471267496 0.00035292359054612014 0.0026808254768381765 0.0022922517394389809 0.0022464391733443747 0.0018994718260784429 0.0027639742549528433
leaf_weight=81 61 83 80 55 56 100 56 56 74 54 62 70 69 73 54 58 56 57 1531 79 96
leaf_count=81 61 83 80 55 56 100 56 56 74 54 62 70 69 73 54 58 56 57 1531 79 96
internal_value=0 0.00126404 0.00114806 0.000982567 0.00086801 0.0022231 0.00225404 0.00176661 0.00163036 0.00228101 0.00181523 0.000985352 0.00260556 0.000868578 0.00108007 0.00065851 0.002255 0.00197 0.00227294 0.00225953 0.00227699
internal_weight=0 664 603 449 394 2297 2135 112 154 2023 162 338 150 255 127 128 1873 111 1762 1706 1627
internal_count=2961 664 603 449 394 2297 2135 112 154 2023 162 338 150 255 127 128 1873 111 1762 1706 1627
is_linear=0
shrinkage=0.00276112


Tree=2824
num_leaves=20
num_cat=0
split_feature=1 52 10 12 1 147 51 12 14 51 16 157 157 1444 50 42 0 475 1212
split_gain=58.1486 14.2739 9.32523 7.23764 5.15618 3.34496 3.31684 2.79049 2.69995 2.19446 3.71071 1.3949 3.2355 1.43996 1.35878 1.6974 1.32448 1.46595 0.832905
threshold=0.10075500000000003 -0.41694999999999993 -0.36237499999999995 0.088325000000000015 0.11378500000000001 0.085900000000000018 -0.082264999999999991 0.11549500000000001 -0.23083499999999998 0.080080000000000026 -0.49353499999999995 -0.082339999999999983 -0.076719999999999983 -1.0000000180025095e-35 0.10899000000000002 0.083785000000000012 -0.076734999999999984 -1.0000000180025095e-35 -0.0049949999999999986
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 7 -4 11 -8 10 -10 14 -13 -14 15 -1 18 -18 -15
right_child=1 2 3 4 -6 -7 8 -9 9 -11 -12 12 13 16 -16 -17 17 -19 -20
leaf_value=0.0030030147224175767 0.0023133412674908515 -0.00016460430129244062 0.00022860929719319121 0.0023046269564331247 0.0012275597959738181 0.0015313034940263209 0.0015584847581498321 0.0016433209990219689 0.001169200998106886 0.0013520187624434517 0.00042329282584798177 0.001468785947926349 0.0026745300261189309 0.0024222622841510227 0.0020028045793050934 0.002337047641886155 0.0024796176207520664 0.0019543724548857578 0.0021866329713669851
leaf_weight=52 87 54 53 67 98 78 70 89 111 76 129 59 52 155 53 103 55 373 1147
leaf_count=52 87 54 53 67 98 78 70 89 111 76 129 59 52 155 53 103 55 373 1147
internal_value=0 0.00117533 0.00102482 0.00113121 0.00166511 0.00214064 0.000930472 0.00216285 0.00102676 0.000908871 0.000768408 0.0021854 0.00215903 0.00218186 0.00241868 0.00256067 0.00216704 0.00202194 0.00221471
internal_weight=0 745 658 604 165 2216 439 2138 386 316 240 2049 1841 1782 208 155 1730 428 1302
internal_count=2961 745 658 604 165 2216 439 2138 386 316 240 2049 1841 1782 208 155 1730 428 1302
is_linear=0
shrinkage=0.00298873


Tree=2825
num_leaves=15
num_cat=0
split_feature=3 4 0 12 2 48 0 1 1452 0 2 4 2 43
split_gain=1.66817 0.985308 0.889908 0.819871 1.36999 0.642616 1.08286 1.97893 1.26904 1.03715 0.91835 0.893752 0.575806 0.804277
threshold=0.3148450000000001 0.24099500000000004 -0.23043999999999995 0.10700500000000002 -0.0011799999999999998 -0.083779999999999979 -0.11167499999999998 0.098715000000000011 0.08790000000000002 -0.099244999999999986 0.086825000000000013 0.0051950000000000008 0.12141500000000001 -0.049364999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -4 7 10 9 -8 -7 -11 13 -6
right_child=-2 3 5 -5 12 6 8 -9 -10 11 -12 -13 -14 -15
leaf_value=0.0073279783264735554 -0.0015411278097450963 0.0067198273027378758 0.0068795544243367137 -0.0025227226580638281 -0.0035225797629410906 0.00015709686313159445 0.0069157282907056266 -0.0035194679823011975 0.0078577774512751022 0.0032808487448154431 0.0054747968086222868 0.0011642770198899827 0.0030109946811608056 0.0015228664026380701
leaf_weight=60 95 58 52 53 57 67 81 78 68 1769 84 263 96 99
leaf_count=60 95 58 52 53 57 67 81 78 68 1769 84 263 96 99
internal_value=0 0.00301402 0.00325139 0.00136385 0.0020295 0.00315189 0.00307131 0.000855415 0.00330381 0.00315709 0.00311768 0.00300708 0.000948541 -0.000318346
internal_weight=0 2885 2522 363 310 2462 2410 229 2181 2113 151 2032 252 156
internal_count=2980 2885 2522 363 310 2462 2410 229 2181 2113 151 2032 252 156
is_linear=0
shrinkage=0.0338411


Tree=2826
num_leaves=18
num_cat=0
split_feature=49 0 2 49 10 11 4 48 4 4 11 43 4 51 52 4 4
split_gain=1.52923 1.29917 1.83228 1.05478 2.18627 1.05102 1.69407 0.995746 0.914504 0.792027 0.638883 0.594512 1.1553 0.610587 0.477091 0.345225 0.412227
threshold=-0.14998499999999998 -0.00077999999999999999 0.11621000000000002 -0.020454999999999997 -0.084119999999999986 0.079225000000000004 -0.17568999999999999 0.085835000000000009 -0.0072149999999999992 0.31392000000000003 0.07585500000000002 0.0049250000000000014 -0.080874999999999989 0.078960000000000016 -0.072664999999999993 0.51734000000000002 0.50541500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 7 -5 6 -3 8 -2 10 11 13 -13 -6 -9 16 -11
right_child=1 2 -4 4 9 -7 -8 14 -10 15 -12 12 -14 -15 -16 -17 -18
leaf_value=0.0057972828145846913 0.0014963674550399553 0.0050798551966376162 -0.0048852734264053319 0.0083534585631047965 0.002766018261742372 -0.0016415034977796798 -0.0013667408535674259 0.0039513518135283338 -0.0027829267541725766 0.0011177963345926491 0.005021063100582277 -0.0026935726107478195 0.001917538334370187 0.0010312277864593022 0.00039886184693088884 0.0021798905870803104 -0.0023789773144996377
leaf_weight=93 77 93 53 52 1406 75 57 78 99 60 78 55 329 202 57 59 57
leaf_count=93 77 93 53 52 1406 75 57 78 99 60 78 55 329 202 57 59 57
internal_value=0 0.00195724 4.15342e-05 0.00216125 0.00237921 0.00120347 0.00262805 0.000549729 -0.000908949 0.00224075 0.00240209 0.00229938 0.00125627 0.00254829 0.00245374 0.000341361 -0.000583072
internal_weight=0 2887 278 2609 2298 225 150 311 176 2246 2070 1992 384 1608 135 176 117
internal_count=2980 2887 278 2609 2298 225 150 311 176 2246 2070 1992 384 1608 135 176 117
is_linear=0
shrinkage=0.0294607


Tree=2827
num_leaves=14
num_cat=0
split_feature=49 15 15 15 49 1446 50 51 50 49 12 159 475
split_gain=1.14275 1.01672 1.22609 1.17417 1.33373 0.819052 0.776026 1.34774 1.20029 1.17527 0.677088 0.604962 0.552871
threshold=-0.23648999999999995 -0.2987999999999999 -0.43091499999999999 -0.14773499999999998 0.085835000000000009 0.10763000000000002 0.12170000000000002 0.11794000000000002 0.13526500000000002 -0.032624999999999994 -0.079404999999999989 0.10610000000000001 -0.085774999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 -3 6 7 9 -8 10 -5 -2 -11
right_child=1 3 -4 5 -6 -7 8 -9 -10 12 -12 -13 -14
leaf_value=0.0055590066127458497 0.0023293179592676198 0.0073234188952346797 -0.0037759520152741174 0.0023817406813114658 0.0020896662760761797 -0.0014864099468200852 -0.0035878820908906046 0.005305557287592676 0.0019297526540691444 8.155377703136511e-05 -0.00061900582498093876 -0.0010171168787982449 0.0019612950772587168
leaf_weight=53 95 56 55 72 102 65 53 75 65 124 246 69 1850
leaf_count=53 95 56 55 72 102 65 53 75 65 124 246 69 1850
internal_value=0 0.00152428 -0.000258325 0.00166855 0.00394651 0.00152729 0.00160623 0.00171365 -0.000546045 0.00159599 5.94948e-05 0.000919595 0.00184336
internal_weight=0 2927 219 2708 158 2550 2485 2367 118 2292 318 164 1974
internal_count=2980 2927 219 2708 158 2550 2485 2367 118 2292 318 164 1974
is_linear=0
shrinkage=0.0272171


Tree=2828
num_leaves=16
num_cat=0
split_feature=4 3 12 14 3 0 4 12 1420 3 52 4 0 0 16
split_gain=26.1053 10.4835 4.46171 2.73692 2.01259 2.0584 2.14199 1.81128 1.76126 2.34371 3.09361 1.97419 4.73029 1.40659 0.580511
threshold=0.31392000000000003 0.28833000000000003 -0.083219999999999988 0.073890000000000011 -0.14326499999999995 -0.063819999999999988 0.41823000000000005 -0.092979999999999993 -0.081689999999999985 -0.15288999999999997 -0.24841999999999997 -0.35269999999999996 -0.036459999999999992 -0.11167499999999998 0.22339500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 8 -2 6 -6 -1 -4 10 -10 14 -13 -8 -11
right_child=4 -3 3 -5 5 -7 13 -9 9 11 -12 12 -14 -15 -16
leaf_value=0.0015167229948892728 0.0012470711840046006 0.00047522153862073396 0.0022589551939370647 0.0022609471525517691 0.00032471536912492583 0.00016363989320815461 0.0013381204907210328 0.00085306574890236706 0.0017678188360779851 0.002360933621919407 0.00072921787111515429 0.0017299991235835187 0.00083067367711537124 0.00071125461138269808 0.0019060881853419844
leaf_weight=81 63 66 55 90 62 64 64 73 55 53 52 2022 56 70 54
leaf_count=81 63 66 55 90 62 64 64 73 55 53 52 2022 56 70 54
internal_value=0 0.0016757 0.00170627 0.0017381 0.000757673 0.000638963 0.000794005 0.00120234 0.00171803 0.00170504 0.00126338 0.00172665 0.00170578 0.0010109 0.00213169
internal_weight=0 2657 2591 2437 323 260 196 154 2347 2292 107 2185 2078 134 107
internal_count=2980 2657 2591 2437 323 260 196 154 2347 2292 107 2185 2078 134 107
is_linear=0
shrinkage=0.0030485


Tree=2829
num_leaves=17
num_cat=0
split_feature=3 1420 40 15 4 1446 13 4 3 4 133 13 4 4 12 12
split_gain=1.06787 0.766463 0.731247 0.795344 1.80966 0.942077 1.04831 0.918109 0.895348 0.859422 0.855402 0.670151 0.529408 0.93335 0.676669 0.41151
threshold=0.3148450000000001 -0.083279999999999979 -0.10854999999999999 0.039965000000000007 -0.14345499999999997 0.087090000000000015 -0.085919999999999982 -0.34140499999999996 -0.034509999999999992 -0.040394999999999993 0.08517000000000001 -0.16140499999999997 0.053330000000000009 -0.051094999999999995 0.084130000000000024 0.084065000000000015
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 10 8 -8 -9 11 -4 13 14 -6 -12
right_child=-2 2 3 4 12 -7 7 9 -10 -11 15 -13 -14 -15 -16 -17
leaf_value=0.0048055201651302304 -0.0012808995127235752 0.0045828425175125261 0.0038720895600648075 0.0060325747598865111 -0.00085137640373894065 -0.0014588818170116133 0.0011995752329571965 -0.001654059566051647 0.005609262064035796 0.00086650862878007043 0.0055396838966158555 0.00057615349445745625 -0.000830729628609095 0.0048057350525513923 0.0018598125774353682 0.0027209207582452894
leaf_weight=52 95 55 60 75 71 96 84 107 54 959 71 165 54 72 832 78
leaf_count=52 95 55 60 75 71 96 84 107 54 959 71 165 54 72 832 78
internal_value=0 0.00159272 0.00153365 0.00147318 0.00202945 0.00110615 0.00126237 0.000878693 0.00292717 0.000613239 0.00249678 0.00145634 0.0017374 0.00187993 0.00164633 0.004066
internal_weight=0 2885 2833 2778 1104 1674 1578 1204 138 1066 374 225 1029 975 903 149
internal_count=2980 2885 2833 2778 1104 1674 1578 1204 138 1066 374 225 1029 975 903 149
is_linear=0
shrinkage=0.0266834


Tree=2830
num_leaves=11
num_cat=0
split_feature=10 1425 10 11 12 124 160 150 11 51
split_gain=2.39191 1.22001 1.01293 1.43049 0.903365 0.82712 1.03866 0.824216 0.716132 0.650564
threshold=-0.089679999999999982 0.082985000000000017 0.057650000000000007 0.088630000000000014 -0.12305999999999999 -0.076164999999999983 0.083130000000000023 0.10451000000000001 0.078340000000000007 -0.080414999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 -7 -9
right_child=1 -3 -4 -5 5 7 -8 9 -10 -11
leaf_value=-0.0043351683967870463 0.0051269998168545598 0.006176808703959414 -0.0025181852659232318 0.0062524557910974988 -0.0032697558370830579 0.0012424613695119209 0.0026145611884550099 0.00064630212512613316 -0.0022313932222546222 0.0053294675739058509
leaf_weight=87 67 59 79 67 101 2255 52 52 70 99
leaf_count=87 67 59 79 67 101 2255 52 52 70 99
internal_value=0 0.00135867 0.00125851 0.00136663 0.00124507 0.00114601 -0.0012675 0.00129529 0.00113772 0.00371911
internal_weight=0 2901 2842 2763 2696 2629 153 2476 2325 151
internal_count=2988 2901 2842 2763 2696 2629 153 2476 2325 151
is_linear=0
shrinkage=0.0338411


Tree=2831
num_leaves=20
num_cat=0
split_feature=4 2 376 2 147 34 2 4 4 2 42 4 4 156 15 4 2 2 4
split_gain=67.7681 20.5136 10.9226 5.57848 4.93576 4.6343 3.86368 2.82077 2.74072 2.36403 2.05522 2.34579 1.66006 1.32363 1.57367 0.684423 1.26574 0.1528 0.0952412
threshold=0.27420500000000009 0.13388500000000003 0.081270000000000023 0.15205000000000002 0.089430000000000023 -0.027829999999999997 0.10523 -0.40515499999999993 -0.46195999999999998 0.15305000000000002 0.079890000000000017 0.0049450000000000006 0.04105000000000001 0.091585000000000014 0.062230000000000008 0.41464000000000006 0.11504500000000002 0.095850000000000005 0.50996500000000011
decision_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 6 -2 7 17 -8 -3 11 -10 -12 14 -9 -7 -17 -1 -18
right_child=3 9 -4 -5 -6 15 8 13 10 -11 12 -13 -14 -15 -16 16 18 -19 -20
leaf_value=0.0036045462199201213 0.00059973348554138214 0.0019525533827998709 0.0018047938145418451 0.00035012722635014538 0.0019319314023183917 0.0013940213974095183 0.0032455962411510144 0.0028193413567886316 0.0019616349015775499 0.0010838837433279512 0.0031599909620724418 0.0027789331485169903 0.0023783097725503018 0.0033041253894256968 0.0030057508660446858 0.0021748231166122504 0.001666761852271763 0.0033434523443338728 0.0014644558220515259
leaf_weight=52 52 67 97 55 53 73 54 877 108 60 59 53 52 95 973 52 52 52 52
leaf_count=52 52 67 97 55 53 73 54 877 108 60 59 53 52 95 973 52 52 52 52
internal_value=0 0.00278681 0.00284938 0.00127467 0.0028911 0.00145551 0.00291249 0.00296363 0.00259095 0.00154242 0.00246086 0.00223089 0.0027941 0.00293631 0.0029174 0.00164969 0.00176911 0.00347433 0.00156593
internal_weight=0 2652 2525 336 2428 281 2375 2049 326 127 272 161 111 1945 1850 229 156 104 104
internal_count=2988 2652 2525 336 2428 281 2375 2049 326 127 272 161 111 1945 1850 229 156 104 104
is_linear=0
shrinkage=0.00317166


Tree=2832
num_leaves=30
num_cat=0
split_feature=1 2 155 3 3 2 2 51 376 51 3 147 2 14 2 159 475 51 3 42 52 2 3 51 151 13 13 42 13
split_gain=100.192 21.5657 15.5647 7.51754 7.42471 7.04432 4.25326 4.21548 3.66212 3.20947 3.99558 2.90123 2.1951 1.9731 1.97167 1.83537 1.74997 1.6231 1.58867 1.12963 1.10494 1.6899 1.10255 1.02115 1.00249 1.06611 0.875983 0.689377 0.64332
threshold=0.10423500000000001 0.14744000000000002 0.092900000000000024 -0.046079999999999989 -0.07298499999999998 0.10523 -0.032374999999999994 0.080840000000000009 0.076485000000000011 -0.096089999999999981 0.088880000000000015 0.085900000000000018 0.25063000000000007 0.056865000000000006 0.092320000000000013 0.087410000000000015 -0.085109999999999977 0.041320000000000003 -0.012814999999999998 0.086135000000000003 1.0000000180025095e-35 0.11183000000000003 -0.085374999999999993 -1.0000000180025095e-35 -0.080329999999999985 -0.009244999999999998 0.098240000000000008 0.083865000000000009 -0.050424999999999991
decision_type=2 2 2 2 2 2 2 2 2 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 11 28 -5 24 9 -6 14 13 -3 15 18 16 27 -12 -11 26 -16 -22 -21 -17 -8 -26 -18 -1 -2
right_child=1 12 -4 6 8 -7 7 -9 -10 10 17 -13 -14 -15 20 23 19 -19 -20 22 21 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=0.0041942693363364461 0.0033144732768068501 0.0012596917805882044 0.0039235283985373593 0.0010710287529004444 0.0037006252192455904 0.0018471826642179516 0.0021205956462979686 0.0026300758094428998 0.0023385717201234017 0.0032139758091610528 0.0021550510739720098 0.0028134273306343171 0.00038316016087320631 0.0040488768205576616 0.0027155114899160651 0.0028257815970076676 0.0036386318500650204 0.0029288793340920345 0.003892413290704192 0.0031465053870300876 0.0035889989223124815 0.0028430439093270576 0.0034852455013077441 0.0033955992539865822 0.0018894173836466238 0.0013375862535936914 0.0032837125310945028 0.0036805425764663614 0.0028436702160910278
leaf_weight=53 64 53 52 56 98 69 56 77 54 72 52 55 58 72 67 53 677 54 64 117 60 59 502 75 71 66 77 52 53
leaf_count=53 64 53 52 56 98 69 56 77 54 72 52 55 58 72 67 53 677 54 64 117 60 59 502 75 71 66 77 52 53
internal_value=0 0.00205528 0.00230188 0.00213712 0.00341704 0.00263636 0.00185217 0.00201407 0.00311202 0.00319136 0.00307468 0.00351911 0.000801983 0.00354222 0.00324743 0.00351948 0.0035506 0.00254958 0.00353348 0.00352078 0.00303809 0.00321943 0.00342127 0.00315992 0.00176813 0.00162381 0.00360243 0.00394017 0.00310149
internal_weight=0 675 564 512 2313 186 326 270 580 526 428 1733 111 1678 322 1606 1478 106 136 1373 186 119 619 128 193 137 754 105 117
internal_count=2988 675 564 512 2313 186 326 270 580 526 428 1733 111 1678 322 1606 1478 106 136 1373 186 119 619 128 193 137 754 105 117
is_linear=0
shrinkage=0.00310948


Tree=2833
num_leaves=14
num_cat=0
split_feature=1 147 1 147 1425 10 150 42 4 4 30 124 128
split_gain=3.46439 1.30531 1.31691 0.949061 0.913827 0.565997 0.567766 0.630715 0.760376 0.645272 0.586397 1.00194 0.314039
threshold=0.14860500000000001 1.0000000180025095e-35 0.085780000000000009 0.096075000000000008 0.082985000000000017 -0.089679999999999982 0.11247500000000001 -0.0022699999999999999 0.022635000000000006 -0.017399999999999995 0.085730000000000015 -0.082024999999999987 0.085400000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 7 8 9 -7 11 -9 -10
right_child=-2 2 3 -5 -6 6 -8 10 12 -11 -12 -13 -14
leaf_value=-0.00098666679545947409 -0.0046835666866697906 0.0032908151288668975 -0.0045208747415533225 0.00067286176537875264 0.005886572210782059 0.0026774485329961154 0.004725305227216022 -0.0016376081345711 -0.00025042808846759628 0.005232002468751446 0.0046323663893941946 0.0016960278721461512 0.0024981492411180802
leaf_weight=56 72 53 70 54 52 501 65 82 95 104 55 1671 58
leaf_count=56 72 53 70 54 52 501 65 82 95 104 55 1671 58
internal_value=0 0.0018569 -0.000593698 -0.00225655 0.00201538 0.00194035 0.00200277 0.00193368 0.00264769 0.0031171 0.00163416 0.00153991 0.000789461
internal_weight=0 2916 177 124 2739 2687 2631 2566 758 605 1808 1753 153
internal_count=2988 2916 177 124 2739 2687 2631 2566 758 605 1808 1753 153
is_linear=0
shrinkage=0.0294607


Tree=2834
num_leaves=22
num_cat=0
split_feature=4 156 4 12 3 4 4 12 48 4 11 483 15 4 2 4 12 3 474 156 12
split_gain=2.04223 1.0879 0.913797 0.835848 1.00534 1.03134 1.43249 0.995 2.06209 0.837479 1.0564 0.785121 0.725551 1.12037 0.904659 0.604534 0.575717 0.547724 0.44933 1.37997 0.570601
threshold=0.27020000000000005 0.10779500000000002 0.40441500000000002 -0.092979999999999993 -0.072649999999999978 0.078235000000000013 -0.15615999999999999 0.081080000000000013 0.085835000000000009 -0.10701499999999999 1.0000000180025095e-35 0.093875000000000014 -0.41725999999999991 0.51395000000000002 0.12551500000000002 -0.50324499999999983 0.093815000000000023 -0.060719999999999989 0.023345000000000001 0.086995000000000017 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
left_child=1 3 -2 -1 9 6 15 8 -8 10 -5 18 13 -4 -14 -6 -3 -9 20 -20 -11
right_child=2 16 12 4 5 -7 7 17 -10 11 -12 -13 14 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.0045073533926548257 -0.0039911144301101979 0.0071146803739945124 0.0040897174663788415 -0.0034708524419684796 0.00085314306304278844 0.0035999847649433115 -0.0048272426099548425 -2.819448575410572e-05 0.00062658682181134428 0.0044281710969530635 0.001817567816484206 -0.00049440644997157017 0.00057156312289447983 -0.0009129088500518756 -0.0047387065880476328 0.0052302760693381575 0.0025829791002021487 0.003602159376835353 0.005501960453471736 0.00058841596765750069 0.0018939623842796145
leaf_weight=92 65 52 76 59 59 89 124 156 137 90 89 101 68 94 54 60 54 52 136 89 1192
leaf_count=92 65 52 76 59 59 89 124 156 137 90 89 101 68 94 54 60 54 52 136 89 1192
internal_value=0 0.0017656 -0.000704317 0.0016377 0.00152905 0.000524939 5.89413e-05 -0.000702547 -0.00196325 0.00191599 -0.000288443 0.00211909 2.62124e-05 0.00132163 -0.0017762 0.00306285 0.00480917 0.000877821 0.00229446 0.00355983 0.00207213
internal_weight=0 2631 357 2525 2433 677 588 469 261 1756 148 1608 292 170 122 119 106 208 1507 225 1282
internal_count=2988 2631 357 2525 2433 677 588 469 261 1756 148 1608 292 170 122 119 106 208 1507 225 1282
is_linear=0
shrinkage=0.0306509


Tree=2835
num_leaves=10
num_cat=0
split_feature=48 51 1374 0 4 0 149 33 158
split_gain=1.1334 0.884995 0.977606 0.708293 1.63572 0.68851 0.78516 0.775145 0.565189
threshold=0.13224500000000003 -0.41109999999999997 -0.088294999999999985 -0.16926499999999997 0.27258000000000004 -0.15127999999999997 0.079475000000000004 0.084300000000000014 0.10528500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 7 8 -7
right_child=-2 2 3 5 -6 6 -8 -9 -10
leaf_value=0.0050099089344236075 -0.0021308945725764753 -0.0029540728718413039 0.0072393372261214204 -0.0017870921146100583 0.00020837159458762656 0.0014154730743930254 0.0056340109780369527 0.0056492702283108482 0.0039095139959678211
leaf_weight=99 90 53 86 68 73 2225 60 56 114
leaf_count=99 90 53 86 68 73 2225 60 56 114
internal_value=0 0.00180193 0.00168568 0.0017775 0.0040136 0.00163644 0.00173141 0.00163349 0.00153719
internal_weight=0 2834 2735 2682 159 2523 2455 2395 2339
internal_count=2924 2834 2735 2682 159 2523 2455 2395 2339
is_linear=0
shrinkage=0.0345179


Tree=2836
num_leaves=27
num_cat=0
split_feature=1 52 52 1 4 40 39 49 1 3 4 0 1 16 160 0 1 4 16 16 158 16 42 3 1 16
split_gain=59.3395 12.5881 6.56283 5.15361 3.87789 3.91299 3.83153 2.01519 1.87359 2.00566 2.11864 1.61612 1.81326 1.54747 1.52094 1.2392 1.66027 1.26703 1.49683 0.846043 0.820214 0.887548 0.78391 0.522078 0.472181 0.569807
threshold=0.10398500000000001 -0.41694999999999993 0.20131000000000002 0.089625000000000024 -0.047714999999999987 -0.084924999999999987 0.082115000000000007 0.11580500000000001 0.12448500000000001 0.110335 0.41552000000000006 -0.10462499999999998 0.14516000000000004 -0.077679999999999985 -0.081399999999999986 -0.14104999999999998 0.083065000000000014 0.032770000000000001 -0.11082499999999999 -0.43708999999999992 0.10883000000000001 -0.081324999999999995 0.083825000000000024 -0.07106999999999998 0.092845000000000025 0.31625000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 -3 -6 13 15 9 10 -7 -10 -13 22 -15 16 -1 18 -17 -19 21 -20 -5 -21 -16 -26
right_child=1 2 -4 6 5 8 -8 -9 11 -11 -12 12 -14 14 24 17 -18 19 20 23 -22 -23 -24 -25 25 -27
leaf_value=0.003364336889703451 0.0028440925339603346 0.002073300413922164 0.0025269462700027944 0.0019375947471983773 0.00052079371378703336 0.0020266529066844063 0.0016152946808258772 0.0023431909679173623 0.0016006454426591857 0.0011348352036559528 0.0012698982583466305 0.00062896232839385958 0.0013881493720693137 0.0021761671723985279 0.0029773588965475734 0.0032500031645797457 0.0026559767030507817 0.0028418455624463698 0.0028846763489043235 0.0025579048594131376 0.0031533166176611485 0.0027053095343918246 0.0024607073480196729 0.0021492973516897208 0.0025149399273782639 0.0029180179851057407
leaf_weight=81 74 68 53 58 58 104 54 103 53 71 55 72 53 58 63 69 54 57 395 72 55 878 55 55 103 53
leaf_count=81 74 68 53 58 58 104 54 103 53 71 55 72 53 58 63 69 54 57 395 72 55 878 55 55 103 53
internal_value=0 0.00163504 0.00148256 0.00269421 0.00137885 0.00127744 0.00239331 0.00276764 0.00138492 0.00157068 0.00176509 0.00114471 0.000951123 0.00250095 0.00262666 0.0027931 0.00308124 0.00276847 0.00280064 0.00252409 0.00277726 0.00276099 0.0021925 0.00238121 0.00274582 0.0026521
internal_weight=0 661 587 2263 534 466 444 1819 408 230 159 178 125 390 277 1716 135 1581 1397 184 1328 1273 113 127 219 156
internal_count=2924 661 587 2263 534 466 444 1819 408 230 159 178 125 390 277 1716 135 1581 1397 184 1328 1273 113 127 219 156
is_linear=0
shrinkage=0.00310948


Tree=2837
num_leaves=26
num_cat=0
split_feature=3 15 3 43 42 2 150 12 16 12 2 15 150 11 42 3 49 12 12 3 156 52 2 12 12
split_gain=39.9976 10.6062 7.7152 8.35492 5.15319 4.2675 3.61974 2.61761 2.31281 2.08971 1.88641 1.54272 1.09391 1.48816 2.15757 1.06582 1.00658 1.00402 1.07826 0.80299 0.788379 0.768744 1.38609 0.699839 0.566042
threshold=-0.063569999999999974 -0.2987999999999999 0.11269500000000002 -0.049364999999999992 -1.0000000180025095e-35 0.11366500000000002 1.0000000180025095e-35 -0.073629999999999987 0.4028000000000001 0.11232500000000002 0.08647500000000001 -0.024929999999999997 0.10980500000000001 1.0000000180025095e-35 0.073240000000000013 -0.11749 -0.082494999999999985 0.090285000000000018 0.083335000000000006 0.25089000000000006 0.0010500000000000004 -0.090084999999999985 0.096780000000000019 0.091840000000000019 -0.088999999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 4 -3 9 19 -2 15 12 -5 24 13 16 20 -7 -1 18 -18 -4 -15 -12 -23 -19 -6
right_child=1 2 6 10 11 8 -8 -9 -10 -11 21 -13 -14 14 -16 -17 17 23 -20 -21 -22 22 -24 -25 -26
leaf_value=0.0019855303456330275 0.00062537207479714571 0.0022833576632373741 0.0017037714528139131 0.002563404324140157 0.0012343427385702222 0.001325640011680719 0.00057608688524672061 0.001399063399366355 0.002341325888908933 0.0018474546323773912 0.0023349453118870498 0.001619209494962153 0.0020121477300574959 0.0021420341855890182 0.0030630820159337846 0.0019221805077271447 0.0021050606550421223 0.002115557558402671 0.0024918907506419744 0.0012259482771818202 0.0026578954086849869 0.0016059809131971276 0.0021994427139730177 0.0023595162484973242 0.00080722276076350841
leaf_weight=53 101 53 69 102 55 52 53 60 62 61 67 58 61 52 72 52 68 130 838 55 52 59 81 505 53
leaf_count=53 101 53 69 102 55 52 53 60 62 61 67 58 61 52 72 52 68 130 838 55 52 59 81 505 53
internal_value=0 0.00159287 0.00174788 0.00192545 0.0014872 0.00234361 0.00121798 0.000913899 0.00189224 0.0023832 0.00223596 0.00123282 0.00240103 0.00241442 0.0026716 0.00162421 0.002386 0.00239975 0.00246289 0.00149209 0.00240027 0.00207445 0.00194956 0.00230962 0.00102503
internal_weight=0 866 705 528 219 2058 177 161 166 1892 309 166 1831 1770 176 104 1594 1541 906 124 104 207 140 635 108
internal_count=2924 866 705 528 219 2058 177 161 166 1892 309 166 1831 1770 176 104 1594 1541 906 124 104 207 140 635 108
is_linear=0
shrinkage=0.00293013


Tree=2838
num_leaves=13
num_cat=0
split_feature=48 1375 1 4 0 0 4 4 12 51 51 52
split_gain=0.918341 0.688988 0.667517 1.5042 1.97102 1.00005 0.630667 1.06894 0.618439 0.575361 0.743821 0.693356
threshold=0.13224500000000003 -0.081864999999999979 0.13842500000000005 0.27258000000000004 -0.16926499999999997 -0.057749999999999989 0.41823000000000005 0.51292000000000015 0.11819000000000002 -0.17370999999999998 -0.10183499999999999 -0.42198999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 -5 -8 9 11 -11 -6
right_child=-2 2 5 6 8 -7 7 -9 -10 10 -12 -13
leaf_value=-0.00045744639306686353 -0.0011038671253397105 0.0068340789722792462 0.007260883161253894 -0.0022393106914537983 0.0015905334880798982 0.0016308720234215299 0.0043189698086676855 -0.0015439338617355713 -0.00036593272909274258 -0.00070671393243632149 0.0021704306539851621 0.0057730642713291402
leaf_weight=100 90 85 58 98 65 61 53 65 93 88 1980 88
leaf_count=100 90 85 58 98 65 61 53 65 93 88 1980 88
internal_value=0 0.00203876 0.00213018 0.00202778 0.00224838 0.00437766 -0.000420846 0.00108663 0.00207979 0.00218235 0.00204784 0.00399831
internal_weight=0 2834 2734 2615 2399 119 216 118 2314 2221 2068 153
internal_count=2924 2834 2734 2615 2399 119 216 118 2314 2221 2068 153
is_linear=0
shrinkage=0.0306509


Tree=2839
num_leaves=14
num_cat=0
split_feature=1348 47 39 1453 159 43 41 4 0 43 159 12 4
split_gain=0.820999 0.928748 0.970091 0.865203 0.907613 0.851166 2.17293 0.995537 0.988248 0.679798 0.384368 0.337787 0.279105
threshold=0.084895000000000012 0.120245 -1.0000000180025095e-35 -0.081719999999999973 -0.094914999999999985 -0.15961499999999998 1.0000000180025095e-35 -0.50690499999999983 -0.053834999999999994 -0.31011999999999995 -0.25625999999999993 0.086885000000000004 -0.0101
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 10 8 7 -7 9 -6 12 -8 -5
right_child=-2 -3 3 4 5 6 11 -9 -10 -11 -12 -13 -14
leaf_value=0.0051395347817626124 -0.0016048828923804512 -0.0011059538108012612 0.0046900971425414828 0.0032195582056568652 0.0021233886347795687 0.0044295899377729837 0.0064364732509423024 0.0011227185393443315 -0.0035680400654245653 -0.0016764852242555479 0.0047613097593123188 0.0034840016648139461 0.00090830358368331312
leaf_weight=53 63 96 59 97 91 67 59 2054 52 53 66 53 61
leaf_count=53 63 96 59 97 91 67 59 2054 52 53 66 53 61
internal_value=0 0.00147245 0.00156208 0.00149206 0.00142083 0.00127075 0.00141877 0.00122731 -0.000414099 0.000722846 0.00304696 0.00504187 0.00232904
internal_weight=0 2861 2765 2712 2653 2429 2233 2121 196 144 224 112 158
internal_count=2924 2861 2765 2712 2653 2429 2233 2121 196 144 224 112 158
is_linear=0
shrinkage=0.0266834


Tree=2840
num_leaves=32
num_cat=0
split_feature=1 1 10 155 15 0 124 15 1 0 0 457 0 15 43 11 474 160 15 15 160 1 1 43 43 0 43 160 1 15 1
split_gain=62.2868 11.431 5.97431 5.01037 4.32148 2.96371 2.8895 2.73986 2.57562 2.24451 2.05699 1.73872 1.55841 1.49863 1.36286 1.30969 1.14638 1.54321 0.853212 0.843661 0.751302 0.678379 0.604913 0.630396 0.627346 0.588544 0.578132 0.407473 0.465032 0.461676 0.388811
threshold=0.10398500000000001 0.13130500000000003 -0.088499999999999981 0.092900000000000024 -0.18498499999999998 0.14054500000000003 -1.0000000180025095e-35 0.037885000000000009 0.095920000000000019 -0.13619499999999998 -0.078244999999999995 0.085360000000000005 -0.062109999999999992 -0.087644999999999987 -0.082579999999999987 1.0000000180025095e-35 0.088510000000000019 -0.064814999999999984 -0.12431499999999999 0.096015000000000017 -0.081594999999999987 0.11561500000000001 0.095085000000000017 -0.082204999999999986 0.049545000000000006 -0.18240499999999996 -0.0088649999999999996 -0.020114999999999997 0.090040000000000023 0.087670000000000012 0.14367000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 6 30 7 -2 8 10 25 11 14 21 -10 20 19 17 -12 -16 27 -1 -11 23 -21 -25 -8 -19 -9 29 -29 -4
right_child=1 2 4 -5 -6 -7 9 15 13 12 16 -13 -14 -15 18 -17 -18 26 -20 22 -22 -23 -24 24 -26 -27 -28 28 -30 -31 -32
leaf_value=0.0027568722023422467 0.0014506940062477306 0.00033867973597397793 0.00090034690706702642 0.0028940165967929442 0.0020183908960566431 0.0021287304815117455 0.0019444164189109108 0.0031829316485882 0.0019856016387756006 0.0027111390943324104 0.0020010851704955011 0.003243685171897093 0.0019031581717634716 0.0026263102486498995 0.0029513320829666514 0.0033756984007125576 0.0029273566728382936 0.002724555011365913 0.0026103967936768387 0.0024026068782826114 0.0030806946163529176 0.0022415109622486527 0.0030426528906694486 0.0029124293203975252 0.0025141333939717389 0.0015044512916726086 0.0023277855567633652 0.0029782485604895968 0.0031681178517834999 0.0028008473186442815 0.001266029355412396
leaf_weight=109 90 53 52 54 77 59 57 66 64 59 56 85 65 68 84 55 52 97 332 55 166 54 54 108 55 54 52 312 68 244 54
leaf_count=109 90 53 52 54 77 59 57 66 64 59 56 85 65 68 84 55 52 97 332 55 166 54 54 108 55 54 52 312 68 244 54
internal_value=0 0.00175259 0.00122307 0.00204112 0.00147904 0.00279194 0.00191952 0.00280986 0.00271053 0.00206541 0.00276093 0.00283801 0.00227398 0.00231591 0.00278807 0.00292361 0.00252804 0.00242659 0.00267932 0.00289773 0.00295246 0.002487 0.00275501 0.00268361 0.00277823 0.00173067 0.0025863 0.00295394 0.00292967 0.00290045 0.00108694
internal_weight=0 669 236 433 183 2241 379 2182 1165 289 1033 776 178 132 691 1017 257 205 416 962 275 113 272 218 163 111 149 690 624 556 106
internal_count=2910 669 236 433 183 2241 379 2182 1165 289 1033 776 178 132 691 1017 257 205 416 962 275 113 272 218 163 111 149 690 624 556 106
is_linear=0
shrinkage=0.00298873


Tree=2841
num_leaves=17
num_cat=0
split_feature=12 376 1 9 150 13 0 1 13 12 16 481 52 16 3 16
split_gain=1.59041 1.41583 1.77227 1.12697 1.01289 1.38051 0.864309 1.3472 1.31648 1.16553 1.01449 0.918875 1.23964 0.783887 1.64352 1.02193
threshold=0.14472000000000004 0.076485000000000011 0.10575500000000002 -1.0000000180025095e-35 0.10373000000000002 -0.080519999999999994 -0.087874999999999995 0.11584000000000001 -0.096079999999999985 -0.020034999999999994 -0.16318499999999997 -0.065834999999999991 0.008405000000000001 0.25032500000000008 -0.14884499999999998 0.31625000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 -6 7 8 10 -10 -5 12 -8 14 -13 -15
right_child=-2 2 -4 4 5 -7 11 -9 9 -11 -12 13 -14 15 -16 -17
leaf_value=-0.001880431155256433 -0.0025143387118917154 0.0025259624997471977 -0.0035272578859942248 0.00083493238183343947 0.0016415173194620346 0.0067134974352905594 0.0019109002351399796 -0.0021463409819098287 0.0044627182746528032 0.00038486927384446531 0.0052947674960401774 0.0064317322222386779 0.0068542113927862539 -0.0019704607793946203 0.0020113037246641129 0.0016109099987509804
leaf_weight=59 68 63 83 61 85 75 83 87 58 498 100 66 69 78 1135 242
leaf_count=59 68 63 83 61 85 75 83 87 58 498 100 66 69 78 1135 242
internal_value=0 0.00169588 -0.000913262 0.00183729 0.00192058 0.00402082 0.00178479 0.0010507 0.00143903 0.000810779 0.00360682 0.00213741 0.00415682 0.00193541 0.00225447 0.000737043
internal_weight=0 2842 146 2696 2637 160 2477 804 717 556 161 1673 152 1521 1201 320
internal_count=2910 2842 146 2696 2637 160 2477 804 717 556 161 1673 152 1521 1201 320
is_linear=0
shrinkage=0.0272171


Tree=2842
num_leaves=12
num_cat=0
split_feature=10 150 1212 49 151 9 4 49 4 2 150
split_gain=2.01348 0.973355 0.885449 0.735941 1.42866 0.968067 1.04597 0.932927 0.755939 0.54735 0.338864
threshold=-0.089679999999999982 0.11183500000000002 0.11744500000000001 -0.081489999999999993 -0.084639999999999979 1.0000000180025095e-35 0.51395000000000002 -0.028049999999999995 -0.5109999999999999 0.093320000000000014 0.12364000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -5 -9 -6 -3
right_child=1 10 -4 5 9 -7 -8 8 -10 -11 -12
leaf_value=-0.0032923023961478107 -0.0047764310608329067 0.0067863536347187716 0.0055086766089114513 0.0050383545591237049 -0.00032520708232288028 0.0057370076878936437 -0.0022541409738979661 -0.0023211714338884125 0.0016862593473917899 0.0041249820027363434 0.0030810680703959158
leaf_weight=89 58 52 64 90 73 64 75 53 2182 52 58
leaf_count=89 58 52 64 90 73 64 75 53 2182 52 58
internal_value=0 0.00177474 0.0016504 0.00155698 -0.000471443 0.00170777 0.00160018 0.00172467 0.00159107 0.00152324 0.00483588
internal_weight=0 2821 2711 2647 183 2464 2400 2325 2235 125 110
internal_count=2910 2821 2711 2647 183 2464 2400 2325 2235 125 110
is_linear=0
shrinkage=0.0331775


Tree=2843
num_leaves=19
num_cat=0
split_feature=10 150 1 3 49 1 50 480 156 13 13 50 4 4 4 4 16 16
split_gain=1.39298 0.673427 0.752398 1.55496 1.50583 1.14291 0.966658 0.844584 0.697521 0.735269 0.648204 0.737609 2.0907 0.517046 0.600199 0.567553 0.367468 0.301737
threshold=-0.089679999999999982 0.11183500000000002 0.10123500000000001 0.092005000000000017 -0.081019999999999981 0.091000000000000011 0.09660500000000001 -0.065749999999999989 0.083490000000000023 -0.011809999999999999 0.019675000000000002 0.067370000000000013 0.055765000000000002 0.032770000000000001 -0.14088999999999999 0.056815000000000011 -0.055004999999999991 -0.094854999999999981
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 7 16 -2 10 -10 11 12 -6 14 -9 -15 -7 -3
right_child=1 17 4 -5 8 6 -8 13 9 -11 -12 -13 -14 15 -16 -17 -18 -19
leaf_value=-0.0030232400194919883 0.0060942367538229705 0.0062955877523981959 -0.004675059418758557 -0.0027351017904920882 -0.0052380432871672912 0.0080552961100794785 0.00073083940436227625 -0.00049808024978168039 0.00033393927920427217 0.0062272206598601972 -0.0024491182905223481 0.0043387680801097919 0.0021724970502990169 -0.0031982199662479063 0.0020880894003228851 0.00099777820206979986 0.0045266607695844587 0.0024396155582180339
leaf_weight=89 58 57 70 95 70 68 66 132 52 63 88 73 189 56 1344 190 97 53
leaf_count=89 58 57 70 95 70 68 66 132 52 63 88 73 189 56 1344 190 97 53
internal_value=0 0.00162975 0.00151552 0.00184265 0.000376152 0.0020591 0.00448426 0.00174415 0.00103779 0.00356583 0.000344656 0.00108635 0.000168138 0.00159741 0.00185654 4.10019e-05 0.00598326 0.00444127
internal_weight=0 2821 2711 2106 605 2011 231 1780 535 115 420 332 259 1722 1476 246 165 110
internal_count=2910 2821 2711 2106 605 2011 231 1780 535 115 420 332 259 1722 1476 246 165 110
is_linear=0
shrinkage=0.0366306


Tree=2844
num_leaves=28
num_cat=0
split_feature=4 2 3 150 4 4 2 2 3 3 2 150 14 42 47 12 4 11 133 133 3 2 16 16 43 4 51
split_gain=52.948 19.6867 8.18076 4.164 3.27417 3.83997 2.66211 2.26769 2.075 3.91307 1.89084 1.6815 1.64524 1.52162 1.30637 1.18521 1.14844 0.930824 0.87105 1.36151 1.11999 1.27611 1.09012 0.777441 0.652307 0.631659 0.316928
threshold=0.31392000000000003 0.13388500000000003 -0.046079999999999989 0.08486500000000001 -9.4999999999999992e-05 -0.14595999999999995 0.091235000000000024 0.14019000000000004 -0.14186499999999996 -0.097574999999999981 0.14870000000000003 0.081245000000000026 -1.0000000180025095e-35 -0.026374999999999999 0.11224000000000002 0.089995000000000006 0.03851000000000001 0.08776500000000001 0.035950000000000003 0.083645000000000011 -0.091364999999999988 0.084855000000000014 0.0054050000000000009 -0.5038649999999999 -0.023869999999999995 0.053925000000000008 -0.092389999999999986
decision_type=2 2 2 2 2 2 2 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 26 14 11 17 -10 -3 12 -2 -6 18 -11 -17 -8 20 -20 21 -1 -22 -14 -21 -15 -4
right_child=7 10 3 -5 13 -7 8 -9 9 15 -12 -13 23 25 -16 16 -18 -19 19 24 22 -23 -24 -25 -26 -27 -28
leaf_value=0.0028138249825592826 0.0010030125041905565 0.0011532430979403414 0.0021433437565620281 0.0010673105689814001 0.0017081744395071427 0.0010927775998482289 0.0026680655965888715 0.00011581908470832213 0.0011067653490709425 0.0022832439440506982 0.00034679502965534069 0.0012373570712764898 0.00063542285891282689 0.0026304635433923645 0.0017572675191308053 0.0019984467443931826 0.0015815125575572824 0.0020595206036589605 0.0016729149471647372 0.0022410834437784585 0.0022925245036975214 0.0022143967945406156 0.0018881876328821535 9.6917096671177337e-05 0.0018917980861937155 0.0021294300713988281 0.0017948166820349453
leaf_weight=86 63 56 54 99 52 101 54 84 62 102 67 54 53 55 64 257 96 53 61 391 558 67 81 60 67 53 60
leaf_count=86 63 56 54 99 52 101 54 84 62 102 67 54 53 55 64 257 96 53 61 391 558 67 81 60 67 53 60
internal_value=0 0.0019779 0.00204073 0.00165829 0.00181422 0.00155288 0.0021314 0.000571231 0.00195567 0.00187048 0.000714239 0.000737405 0.000583814 0.00216518 0.00221112 0.00197447 0.00188516 0.00236696 0.00223325 0.00212935 0.0023013 0.00255156 0.00224132 0.000349796 0.00219006 0.00238491 0.00196021
internal_weight=0 2596 2473 474 375 215 1999 314 624 517 123 230 176 160 1375 455 353 107 1311 519 792 153 639 113 458 108 114
internal_count=2910 2596 2473 474 375 215 1999 314 624 517 123 230 176 160 1375 455 353 107 1311 519 792 153 639 113 458 108 114
is_linear=0
shrinkage=0.0032351


Tree=2845
num_leaves=29
num_cat=0
split_feature=4 3 3 43 3 0 13 4 3 0 3 2 42 0 4 3 4 4 13 0 0 4 0 3 4 0 42 3
split_gain=32.4037 13.0908 6.82931 4.19485 3.47116 2.93294 2.35104 2.29563 2.23883 2.08033 2.26247 2.69073 1.92977 1.68771 1.63153 3.63865 1.0915 0.983278 0.945978 0.923966 0.846534 1.68164 0.78763 0.661379 0.572935 0.552257 0.392483 0.0954609
threshold=0.31392000000000003 -0.071369999999999975 0.28833000000000003 -0.035884999999999993 0.12955000000000003 -0.10147999999999999 -0.052124999999999998 -0.15615999999999999 0.10402500000000002 -0.081294999999999992 -0.12077499999999998 0.098180000000000003 -1.0000000180025095e-35 -0.036459999999999992 -0.44205499999999992 -0.12711499999999995 0.0060300000000000015 0.0019650000000000002 -0.0090849999999999976 -0.108275 -0.067134999999999986 0.0029800000000000004 -0.095199999999999993 -0.079574999999999993 -0.081244999999999998 -0.090809999999999988 0.09087000000000002 -0.080564999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 6 5 -2 -3 -5 17 10 -1 16 -8 -7 -11 -16 22 25 -14 -19 21 24 -12 -24 -17 -9 -22 -18
right_child=4 2 -4 7 -6 13 12 8 -10 14 11 -13 18 -15 15 20 27 19 -20 -21 26 -23 23 -25 -26 -27 -28 -29
leaf_value=0.0024571749547846909 0.0013617471121808915 0.0016038361002723839 0.00046292763141003338 0.0021216368402768903 0.00019866437729977346 0.00039495041916080652 0.0014665387973706125 0.0012475526692354768 0.0010255364034730857 0.0021793921246145691 0.0023227417577247151 0.0012859069289117377 0.0010685045391838855 0.0010420124379927377 0.0010515121774613799 0.0019785590956550442 0.0015861557954078911 0.002185231821285051 0.00053221536049332719 0.0016855681257092257 0.0022248265201081307 0.0012240443182630527 0.0020172462318528476 0.0017073192568274245 0.0017352638547019723 0.0016729960104742291 0.0018686331073639857 0.0017819574287682436
leaf_weight=87 90 98 63 95 82 89 60 52 56 84 73 55 61 65 67 129 52 53 62 102 55 52 706 72 320 65 65 52
leaf_count=87 90 98 63 95 82 89 60 52 56 84 73 55 61 65 67 129 52 53 62 102 55 52 706 72 320 65 65 52
internal_value=0 0.0017608 0.00142527 0.00151134 0.0007418 0.000924196 0.00122221 0.00170334 0.00158208 0.00189847 0.00198405 0.00194326 0.00101767 0.000668272 0.00177683 0.00172763 0.00198108 0.00169655 0.000798445 0.00185663 0.00180052 0.00174498 0.00201731 0.00198861 0.00180524 0.00148419 0.00203216 0.00168437
internal_weight=0 2636 767 704 326 244 281 423 328 1869 1097 1010 183 154 772 688 955 272 123 155 621 501 851 778 449 117 120 104
internal_count=2962 2636 767 704 326 244 281 423 328 1869 1097 1010 183 154 772 688 955 272 123 155 621 501 851 778 449 117 120 104
is_linear=0
shrinkage=0.0030485


Tree=2846
num_leaves=35
num_cat=0
split_feature=1 3 2 1 150 2 2 2 1 2 3 12 3 14 403 403 403 12 12 12 3 133 133 42 42 16 2 2 12 12 42 42 2 1
split_gain=59.6259 10.5994 6.02178 5.09102 6.18017 3.73082 3.27794 4.04429 1.92043 1.81247 1.42883 1.43403 1.2665 1.14735 1.09112 0.980593 1.10912 1.51262 1.03827 0.886228 0.846778 0.818205 0.923094 0.873719 0.819701 0.554812 0.539951 0.390272 0.327879 0.470462 0.240538 0.235951 0.190909 0.0713186
threshold=0.10398500000000001 -0.049204999999999992 0.11426500000000002 0.091345000000000023 1.0000000180025095e-35 0.092320000000000013 0.14253500000000002 -1.0000000180025095e-35 0.11392000000000001 0.10615500000000001 -0.081134999999999985 0.094195000000000015 0.090170000000000014 0.078495000000000023 -0.088654999999999984 -0.08458499999999998 -1.0000000180025095e-35 0.086115000000000011 0.083175000000000013 0.11819000000000002 -0.0031199999999999995 0.031880000000000012 0.089180000000000023 0.078120000000000009 -0.0022699999999999999 0.27717500000000006 0.10134000000000001 0.12141500000000001 0.086315000000000017 0.092355000000000007 0.095330000000000012 0.10019500000000002 0.086075000000000013 0.14516000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 5 10 13 7 -3 -2 -9 -5 20 -11 14 28 -16 17 -17 -18 21 -12 23 -23 24 26 31 -7 -14 -1 32 -25 -24 -30 -8
right_child=1 6 -4 4 -6 19 33 9 -10 12 11 -13 27 -15 15 16 18 -19 -20 -21 -22 22 25 30 -26 -27 -28 -29 29 -31 -32 -33 -34 -35
leaf_value=0.0027835727942360634 0.0024773326529747169 0.00059911587171615206 0.0010593210358253999 0.0025196566894658103 0.0011186966147230261 0.0018964877585003644 0.00056664398900479313 0.0018527153928102646 0.0018035601344082591 0.00085597292613212974 0.0015849254482815135 0.0023336299620153374 0.0012224240488203351 0.0029073061026146799 0.0019869835008541124 0.0030536675895080322 0.0021177674999317809 0.0024263581968777754 0.0024180947059941281 0.0018223267666538079 0.0020950728639956345 0.0026819193807392189 0.0024088109680129484 0.0024717486396597416 0.0016290241809592493 0.0019529048397460935 0.0022982529615010738 0.0015949620327672725 0.0025516360005027731 0.0027860024370192976 0.0021629287649690661 0.0021478527163234567 0.0022801752159103653 0.00040161444204778765
leaf_weight=85 74 103 79 77 69 69 53 52 93 68 71 87 60 53 56 58 138 107 625 67 58 57 110 52 53 53 64 52 56 52 52 53 53 53
leaf_count=85 74 103 79 77 69 69 53 52 93 68 71 87 60 53 56 58 138 107 625 67 58 57 110 52 53 53 64 52 56 52 52 53 53 53
internal_value=0 0.00125021 0.00176751 0.00229561 0.00195692 0.00235968 0.00096158 0.00111246 0.00210232 0.00134022 0.00215421 0.00202378 0.00119198 0.00245609 0.00243662 0.00238994 0.00241422 0.00264707 0.00236382 0.00216327 0.00181455 0.00220379 0.00232703 0.00208766 0.00195887 0.00223322 0.00209007 0.00139568 0.00262324 0.00253838 0.00231766 0.00232416 0.00241995 0.000484442
internal_weight=0 687 246 2275 362 1913 441 335 167 232 293 216 180 1283 1230 984 928 165 763 630 129 563 273 290 186 216 133 112 246 161 104 163 109 106
internal_count=2962 687 246 2275 362 1913 441 335 167 232 293 216 180 1283 1230 984 928 165 763 630 129 563 273 290 186 216 133 112 246 161 104 163 109 106
is_linear=0
shrinkage=0.00310948


Tree=2847
num_leaves=22
num_cat=0
split_feature=48 4 12 2 40 403 0 2 474 12 12 1 151 159 12 448 0 15 0 12 15
split_gain=1.22165 0.926036 1.47341 1.4805 1.07789 1.01819 0.994005 1.25927 1.21913 1.91858 1.79996 1.02684 1.42148 0.936318 0.713998 0.689734 0.530356 0.423697 0.341954 0.133898 0.0544706
threshold=-0.078904999999999989 -0.35269999999999996 0.093245000000000008 0.097375000000000003 -0.09867999999999999 -0.088654999999999984 -0.079119999999999982 -0.069044999999999981 0.095575000000000007 0.091735000000000025 -0.032329999999999991 0.096035000000000023 -0.051109999999999996 0.085345000000000018 0.086315000000000017 -0.077679999999999985 -0.068419999999999995 0.091490000000000016 -0.082054999999999975 0.092900000000000024 0.08375500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 -2 -3 14 7 -7 9 10 -8 12 -9 -13 -6 -1 -11 18 20 -20 -16
right_child=1 4 -4 -5 5 6 8 11 -10 16 -12 13 -14 -15 17 -17 -18 -19 19 -21 -22
leaf_value=0.0011720159200393565 0.009256036807885816 0.0062257667691573574 0.00029506890319493947 0.0026497553017148902 0.0055302340167633982 0.0066992348452439253 0.00060291007402847206 0.0045987913242186871 0.0042695632945547275 0.00040703449849707795 -0.0046179277608006958 0.0010444827676700801 0.0016721066150246753 -0.0031453430080412266 0.0025451293330389867 -0.003779127030495094 0.0027506875492475619 0.00045762656260667445 0.0053357401610039544 0.0031869208268943375 0.0010978734602499515
leaf_weight=53 66 53 69 67 96 52 128 197 75 210 130 248 924 66 52 57 172 79 60 56 52
leaf_count=53 66 53 69 67 96 52 128 197 75 210 130 248 924 66 52 57 172 79 60 56 52
internal_value=0 0.0019654 0.00400722 0.00593057 0.00180963 0.00171938 0.00145691 0.00191759 0.000498353 5.58924e-05 -0.00202645 0.00174408 0.00218673 0.000162756 0.0031817 -0.00139054 0.00146317 0.00242654 0.00313204 0.00430126 0.00182471
internal_weight=0 2852 202 133 2650 2597 2202 1487 715 640 258 1435 1121 314 395 110 382 299 220 116 104
internal_count=2962 2852 202 133 2650 2597 2202 1487 715 640 258 1435 1121 314 395 110 382 299 220 116 104
is_linear=0
shrinkage=0.0312639


Tree=2848
num_leaves=22
num_cat=0
split_feature=48 4 1 40 475 12 484 2 12 1375 2 2 1 16 4 16 160 4 16 4 2
split_gain=0.845111 0.640602 1.32248 0.745356 0.721242 0.688522 0.951031 0.877879 1.00606 0.819808 0.73078 0.705139 0.615547 1.24128 0.797842 0.592352 0.714557 0.552722 0.547722 0.412243 0.363589
threshold=-0.078904999999999989 -0.35269999999999996 0.081540000000000015 -0.09867999999999999 -0.010719999999999999 0.083175000000000013 -0.070034999999999986 0.091235000000000024 0.088465000000000002 -0.067914999999999989 0.13018000000000005 0.093595000000000025 0.096035000000000023 -0.0024749999999999993 -0.014854999999999998 0.0060400000000000011 0.057440000000000012 -0.0064399999999999987 0.08215500000000002 -0.071344999999999992 0.14290000000000003
decision_type=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 -3 -4 6 -5 9 -9 -7 12 -10 14 -14 -8 16 -11 -1 -17 -13 -12
right_child=1 3 4 5 -6 7 10 8 11 15 20 19 13 -15 -16 18 -18 -19 -20 -21 -22
leaf_value=0.001056887032442166 -0.0004073588133391826 0.0056048704210191255 0.0027152097233051416 -0.0035623593257764746 0.0076532028735993825 0.0061603195996197176 -0.0013933338190518503 -0.0034425205251652925 -0.0015534788298170196 0.0022675997732854564 0.0053612019889229786 0.0042848926167618146 0.00053657824726885428 -0.00496187931861161 0.0031646554725818119 -0.0016927656432829245 0.0058579763590273417 -0.0037405281111833515 0.0018636959779725695 0.0013650251252040366 0.0017663455145488221
leaf_weight=57 64 53 61 57 77 62 63 58 86 988 54 65 217 60 145 79 68 53 133 381 81
leaf_count=57 64 53 61 57 77 62 63 58 86 988 54 65 217 60 145 79 68 53 133 381 81
internal_value=0 0.00176971 0.00360819 0.00162943 0.00547308 0.00154816 0.000619415 0.00187545 0.000788078 0.00235755 0.00100445 0.00124999 0.000390636 -0.000653119 0.00178237 0.00217132 0.00249914 -0.00125131 0.000536707 0.00179138 0.00320696
internal_weight=0 2852 202 2650 138 2597 677 1920 590 1330 620 532 485 277 208 1268 1056 110 212 446 135
internal_count=2962 2852 202 2650 138 2597 677 1920 590 1330 620 532 485 277 208 1268 1056 110 212 446 135
is_linear=0
shrinkage=0.0338411


Tree=2849
num_leaves=11
num_cat=0
split_feature=49 151 123 1203 1447 1447 1447 50 51 50
split_gain=1.12917 1.1992 0.843208 0.496508 0.505529 1.10127 0.987094 0.500372 1.47811 0.15927
threshold=-0.23648999999999995 0.08357500000000001 0.11029000000000001 0.095915000000000014 -0.085804999999999979 -0.087599999999999983 -0.08292999999999999 -0.041284999999999995 -0.24332999999999996 -0.44847999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 -6 9 -9 -8
right_child=1 -3 -4 -5 6 -7 7 8 -10 -11
leaf_value=0.0056148086704711116 0.0021498968786523593 -0.0022678054873175131 -0.0024622077024424108 -0.0015230482439236896 0.0050731153391946147 -0.0036971752743832978 0.00051079865922817457 0.0061641665311133144 0.0013471241740821195 -0.0018047361063666476
leaf_weight=52 63 90 54 54 67 54 54 59 2362 53
leaf_count=52 63 90 54 54 67 54 54 59 2362 53
internal_value=0 0.00114556 0.00125462 0.00132729 0.00138417 -0.00054601 0.00147132 0.00137573 0.00146465 -0.00063315
internal_weight=0 2910 2820 2766 2712 117 2595 2528 2421 107
internal_count=2962 2910 2820 2766 2712 117 2595 2528 2421 107
is_linear=0
shrinkage=0.0300499


Tree=2850
num_leaves=31
num_cat=0
split_feature=1 3 1 4 150 40 1 12 11 12 2 15 12 16 15 3 3 1 4 3 16 160 51 12 403 13 43 13 13 43
split_gain=96.5329 16.0028 11.1013 9.10412 8.51433 4.69477 4.60643 3.36395 3.33752 3.10611 2.84542 1.86422 1.66172 1.55399 1.48314 2.65274 1.27198 1.2405 1.19788 1.17891 1.06917 2.08999 0.935087 0.868966 0.673421 0.590903 0.485075 0.395879 0.322772 0.312404
threshold=0.10557500000000002 -0.063264999999999988 0.089605000000000018 0.31392000000000003 1.0000000180025095e-35 -0.084924999999999987 0.11690500000000002 0.090285000000000018 1.0000000180025095e-35 0.085465000000000013 -1.0000000180025095e-35 -0.087284999999999988 0.11878500000000002 0.19384500000000002 -0.12431499999999999 0.085090000000000013 0.17351000000000003 0.11617500000000001 -0.079164999999999985 -0.081864999999999979 -0.0098949999999999975 -0.011514999999999999 -0.26609999999999995 0.084065000000000015 -0.015149999999999999 -0.070154999999999981 -0.036849999999999994 -0.05171499999999999 0.0048350000000000008 -0.064179999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 9 -3 11 8 14 -4 -8 -7 13 18 -1 20 -12 -2 24 26 23 -22 -15 -16 -9 -21 -11 29 -29 -20
right_child=1 5 4 -5 -6 6 10 12 -10 19 16 -13 -14 22 15 -17 -18 -19 27 25 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0025500860815842416 0.002162539771119582 -0.00037010579567699171 0.0013838010705933372 0.0005476181280320016 0.00085318353024729462 0.00061063356923637924 -0.00028744930003008818 0.0021144044403530221 0.0028600154557498181 0.0020386849584078793 0.00069631966080461723 0.0013834191885842154 0.0014859495217448039 0.0019700982439366868 0.0024799943340515019 0.0015770814473821202 0.00018756723913926612 0.0015846287896455204 0.0022451924744487034 0.0019745019039184072 0.0017548205684496916 0.0022521652871914572 0.0014298749507332691 0.0022073702004146846 0.0025358186749438916 0.0015853522970419238 0.0024385524160717062 0.0017335911307548436 0.0020085793459722161 0.0019770383616061044
leaf_weight=93 60 65 101 76 102 55 61 72 70 57 95 57 61 57 132 67 82 76 69 95 129 185 59 548 67 57 55 77 82 99
leaf_count=93 60 65 101 76 102 55 61 72 70 57 95 57 61 57 132 67 82 76 69 95 129 185 59 548 67 57 55 77 82 99
internal_value=0 0.000708629 0.00202958 0.00137673 0.00161717 0.000367256 0.000504286 0.00213272 0.00222487 0.00183057 0.000268893 0.00100421 0.00195728 0.00200662 0.00218631 0.00215439 0.000460807 0.00183982 0.00208397 0.00200138 0.00219328 0.00204794 0.0016956 0.00226034 0.00231776 0.00182878 0.00223533 0.0019845 0.00187561 0.00208736
internal_weight=0 627 2334 212 467 415 350 1867 1224 365 238 112 643 582 1154 1061 177 136 466 264 994 314 116 680 139 152 112 327 159 168
internal_count=2961 627 2334 212 467 415 350 1867 1224 365 238 112 643 582 1154 1061 177 136 466 264 994 314 116 680 139 152 112 327 159 168
is_linear=0
shrinkage=0.00298873


Tree=2851
num_leaves=28
num_cat=0
split_feature=4 3 2 2 4 2 2 2 4 3 2 15 47 15 39 4 2 3 15 2 160 15 13 43 3 1209 4
split_gain=87.9694 30.8769 10.8877 8.78876 8.78172 5.64928 4.24048 3.04726 2.8661 2.23247 2.83705 2.43377 2.16635 2.13882 1.80405 1.63576 1.50695 2.51141 1.6244 1.48648 1.03052 0.859442 0.843671 0.742416 0.476896 0.424002 0.40669
threshold=0.31392000000000003 -0.046079999999999989 0.14132000000000003 0.072175000000000017 -0.0048949999999999992 0.10859000000000001 0.12068000000000001 0.087665000000000007 -0.082274999999999987 -0.14186499999999996 0.089255000000000015 0.039965000000000007 0.11224000000000002 -0.43091499999999999 0.0039300000000000003 0.51326500000000019 0.090020000000000017 -0.092109999999999984 0.091060000000000016 0.097300000000000011 -0.0037699999999999995 -0.26361999999999991 -0.014549999999999999 -0.093039999999999984 0.0035100000000000005 0.083050000000000013 -0.06773499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 7 8 -5 9 11 20 -1 16 15 19 -2 18 -18 23 -9 -11 -15 -19 -10 -17 -22 -20
right_child=13 2 -4 5 -6 -7 -8 14 12 10 -12 -13 -14 21 -16 24 17 22 26 -21 25 -23 -24 -25 -26 -27 -28
leaf_value=0.0026296532776843998 0.0012718812773744412 0.0002098029037967743 0.00047808445994830702 0.0027856599224662677 0.0018517341400343785 0.0014000666158909853 0.0017021468577410454 0.0019370348996507877 0.0028560032746789703 0.0022127911892204769 0.0018492741098936809 0.0034106058943065539 0.0018817409742445106 0.000126646496889131 0.0016183692771985262 0.00085069368745971981 0.0017505754651529135 0.0024074925129388106 0.0021015408929939035 0.0025389559531757795 0.0026026480813105997 0.00056076252607727215 0.0021142223912713949 0.0024964165016022315 0.00046074384399290877 0.0029000496684746828 0.0024054094791814426
leaf_weight=96 54 55 64 61 57 103 73 76 55 54 52 54 79 68 62 52 72 369 114 67 229 93 112 620 57 53 60
leaf_count=96 54 55 64 61 57 103 73 76 55 54 52 54 79 68 62 52 72 369 114 67 229 93 112 620 57 53 60
internal_value=0 0.0022355 0.00161413 0.00176522 0.00104571 0.00198353 0.00239737 0.00220933 0.00242249 0.0026062 0.00248829 0.002911 0.00235573 0.000617494 0.00203769 0.000854249 0.00238241 0.00226268 0.00246037 0.00221927 0.00258709 0.000377603 0.00233927 0.00252576 0.000647062 0.00265865 0.0022065
internal_weight=0 2637 545 481 112 369 2092 266 2019 538 388 150 1481 324 205 163 1402 553 849 143 336 161 481 675 109 282 174
internal_count=2961 2637 545 481 112 369 2092 266 2019 538 388 150 1481 324 205 163 1402 553 849 143 336 161 481 675 109 282 174
is_linear=0
shrinkage=0.00293013


Tree=2852
num_leaves=28
num_cat=0
split_feature=1 52 1 12 1 12 52 52 12 11 49 52 15 49 15 12 15 484 12 0 15 52 124 131 49 1 0
split_gain=63.043 11.2116 7.02877 5.86814 5.59469 4.94482 3.56773 2.64127 1.67407 1.24695 1.19451 0.836829 1.07245 1.07091 1.05011 0.786351 0.706981 0.660869 0.649337 0.628986 0.610624 0.583738 0.573847 0.47662 0.42111 0.357058 0.237099
threshold=0.10575500000000002 -0.40011499999999994 0.089605000000000018 0.088965000000000002 0.12765500000000005 0.088325000000000015 -0.065394999999999995 -0.091329999999999981 0.11878500000000002 1.0000000180025095e-35 -0.014479999999999998 -0.0052199999999999989 -0.0025249999999999995 0.10449500000000002 0.080895000000000009 0.098785000000000012 -0.44792999999999994 0.079595000000000013 0.092395000000000019 -0.11262999999999999 -0.066784999999999983 -1.0000000180025095e-35 -0.082389999999999977 0.090280000000000013 -0.026279999999999998 0.092485000000000026 -0.061674999999999994
decision_type=2 2 2 2 2 2 2 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 7 5 22 -6 -4 9 11 -9 12 18 17 -14 -7 -8 19 20 -13 -1 -5 -3 25 -24 -23 -18
right_child=1 4 3 21 6 15 16 10 -10 -11 -12 13 14 -15 -16 -17 26 -19 -20 -21 -22 23 24 -25 -26 -27 -28
leaf_value=0.0021310235585338404 0.0022960295061932676 0.0011932602720050767 0.0020339321093216628 0.0023331666205822681 -6.3953716308868207e-05 0.0019854419713133675 0.00054553608584191355 0.0010126130707455809 0.0017306601956155905 0.0025718452984572699 0.0015267125664556417 0.0025886162759655982 0.0015636716181076401 0.0018455415422419517 0.0021169074931861238 0.001471324628784096 0.0010583332235043297 0.0025722208335606008 0.0019744026050369174 0.0022495644688942198 0.0023728843734392808 0.0017285319091488586 0.0010469319595810241 0.0022641117179532343 0.00070874064814731947 0.0020579040021684223 0.00080188477090520306
leaf_weight=196 60 54 52 79 55 53 68 85 61 95 78 53 54 52 73 55 62 70 99 927 187 53 52 52 93 72 71
leaf_count=196 60 54 52 79 55 53 68 85 61 95 78 53 54 52 73 55 62 70 99 927 187 53 52 52 93 72 71
internal_value=0 0.0010675 0.00213756 0.00181093 0.000936522 0.00120869 0.000610005 0.00144644 0.00221994 0.00223645 0.00125882 0.00221781 0.00212804 0.00226739 0.00188192 0.00172392 0.000794581 0.00228825 0.00219282 0.00226793 0.0022492 0.00211692 0.000928911 0.00202022 0.000830243 0.00191851 0.000921672
internal_weight=0 623 2338 471 563 307 256 215 1867 1806 163 1711 609 1102 127 108 201 1050 482 980 383 256 199 177 145 125 133
internal_count=2961 623 2338 471 563 307 256 215 1867 1806 163 1711 609 1102 127 108 201 1050 482 980 383 256 199 177 145 125 133
is_linear=0
shrinkage=0.00298873


Tree=2853
num_leaves=20
num_cat=0
split_feature=12 12 15 13 39 12 13 457 13 14 0 11 12 51 52 0 13 0 0
split_gain=44.3859 12.2678 8.66812 6.20011 4.48985 3.32538 3.24878 3.19686 3.09688 3.05781 2.10419 3.74131 2.08582 1.75204 1.84963 1.50328 1.33617 1.10173 1.03
threshold=0.056995000000000011 0.13642500000000005 -0.26361999999999991 -0.27740999999999993 0.085285000000000014 -0.038859999999999992 -0.013819999999999997 0.087895000000000015 -0.15569499999999997 0.056865000000000006 0.10923000000000001 0.079225000000000004 0.090205000000000021 -0.097124999999999989 1.0000000180025095e-35 -0.108275 -0.079199999999999979 -0.097424999999999984 -0.14755499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 5 -4 7 16 -6 13 -2 10 11 12 15 -5 18 -10 -1 -14 -15
right_child=1 -3 3 4 6 -7 -8 -9 9 -11 -12 -13 17 14 -16 -17 -18 -19 -20
leaf_value=0.001252478668559007 0.0020313942352044268 0.0014029254342510296 0.0011821565223690087 0.0028799343017216327 0.0022162568949627552 0.0018774424879451493 0.0013654133409601759 0.0016398592330520369 0.0023040382603440415 0.0034107151355183712 0.003196429393939681 0.0018809670763931909 0.0022280464725796595 0.0024540356938960038 0.0027714221793440118 0.0028350786391960685 0.00063621254907754519 0.0026333077633886497 0.0019594268395104297
leaf_weight=84 61 69 74 68 72 59 100 54 53 60 80 52 69 65 62 946 54 777 102
leaf_count=84 61 69 74 68 72 59 100 54 53 60 80 52 69 65 62 946 54 777 102
internal_value=0 0.00266869 0.00182599 0.00200906 0.002126 0.00127106 0.00172177 0.00232399 0.00271031 0.00273062 0.00270997 0.00268943 0.0027122 0.00244827 0.00231994 0.00280694 0.00101157 0.00260029 0.00215213
internal_weight=0 2167 794 597 523 197 172 351 2098 2037 1977 1897 1845 297 229 999 138 846 167
internal_count=2961 2167 794 597 523 197 172 351 2098 2037 1977 1897 1845 297 229 999 138 846 167
is_linear=0
shrinkage=0.0030485


Tree=2854
num_leaves=26
num_cat=0
split_feature=4 10 3 0 4 0 3 0 3 16 0 15 4 4 3 0 402 42 0 148 16 4 15 0 48
split_gain=68.7573 22.0284 7.7717 7.35824 5.00165 5.83597 5.94874 3.10763 2.58588 3.03185 2.86123 2.50431 2.09231 1.95733 1.84821 1.57337 1.50393 1.68709 1.3069 1.29894 1.22804 1.51575 0.894037 2.84396 0.185918
threshold=0.27258000000000004 -1.0000000180025095e-35 -0.071369999999999975 -0.063204999999999983 -0.39175499999999991 -0.041534999999999996 0.11391500000000002 -0.10934999999999999 0.040040000000000006 -0.082119999999999985 -0.12368999999999998 -0.41725999999999991 0.51395000000000002 -0.082274999999999987 0.13772500000000001 -0.053834999999999994 0.08406000000000001 0.073240000000000013 -0.085424999999999987 -0.065214999999999981 0.24624500000000002 -0.098074999999999982 -0.10981499999999998 -0.10726999999999999 0.096685000000000007
decision_type=2 2 2 2 2 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 -1 -4 6 8 14 10 -10 -6 12 -9 16 -2 19 17 20 -19 -15 21 -3 24 -24 -21
right_child=7 2 4 -5 5 -7 -8 11 9 -11 -12 -13 -14 15 -16 -17 -18 18 -20 22 -22 -23 23 -25 -26
leaf_value=0.0016390782226813987 0.0013065338303254917 0.0018666909397200993 0.002620648424667514 0.00013539376232450163 0.0012905330063616601 0.00089703130030746548 0.00115489180954223 0.0010636625565342641 0.0019367671430628717 0.0029309503896043578 0.0020367578136241218 -1.8401836087452353e-05 0.00035135548772678466 0.0027012603633560081 0.00062877100107005461 0.0017316122052385677 0.0020976817574664885 0.00316229827865916 0.0025175660812577147 0.0026062362514888472 0.0027624626124846396 0.0024229957096102814 0.0015610118101263143 0.0022348700719362416 0.0023527026797136104
leaf_weight=54 97 53 75 58 53 54 76 72 52 54 271 56 70 52 54 54 95 52 58 55 66 215 57 1054 54
leaf_count=54 97 53 75 58 53 54 76 72 52 54 271 56 70 52 54 54 95 52 58 55 66 215 57 1054 54
internal_value=0 0.00213244 0.0021894 0.000860664 0.00190912 0.00181377 0.00191154 0.000747559 0.0020452 0.00244353 0.00191479 0.000505798 0.000712746 0.00228481 0.00106436 0.00222402 0.00243432 0.00250627 0.00282263 0.0022449 0.00240199 0.0023131 0.00222542 0.00220033 0.00248092
internal_weight=0 2612 2500 112 635 560 506 349 430 106 324 198 142 1865 151 1326 539 444 110 1272 334 268 1220 1111 109
internal_count=2961 2612 2500 112 635 560 506 349 430 106 324 198 142 1865 151 1326 539 444 110 1272 334 268 1220 1111 109
is_linear=0
shrinkage=0.00293013


Tree=2855
num_leaves=11
num_cat=0
split_feature=1446 10 0 10 40 0 160 457 15 160
split_gain=1.49533 0.742531 1.07398 0.739312 0.62399 0.964973 0.693279 1.11036 0.647579 0.596442
threshold=0.096415000000000015 -0.012684999999999998 -0.070134999999999989 0.043560000000000008 0.053385000000000009 0.12583000000000003 0.10488000000000001 0.096725000000000019 -0.40992999999999996 0.22676500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -3 -8
right_child=-2 3 -4 -5 -6 -7 9 -9 -10 -11
leaf_value=0.0024782113710762194 0.0060520032838346557 -5.5590624871713927e-06 -0.0031879749637622021 -0.0003862379566502911 -0.00066749415331290071 0.0059376140006347734 -0.0016808840110106413 0.0060203665661095231 0.0025008616446081135 0.0019746425455446971
leaf_weight=67 95 97 55 88 58 71 67 79 2164 101
leaf_count=67 95 97 55 88 58 71 67 79 2164 101
internal_value=0 0.00221742 -7.35874e-05 0.00232011 0.00241055 0.00247989 0.00238188 0.00251578 0.00239319 0.000514874
internal_weight=0 2847 122 2725 2637 2579 2508 2340 2261 168
internal_count=2942 2847 122 2725 2637 2579 2508 2340 2261 168
is_linear=0
shrinkage=0.0300499


Tree=2856
num_leaves=26
num_cat=0
split_feature=4 2 3 150 13 2 52 2 14 52 2 11 4 0 150 0 0 2 3 3 1212 129 4 3 52
split_gain=59.5916 18.3041 6.75747 6.54396 4.45516 4.15712 2.92809 2.87635 2.37864 2.33587 2.2616 2.38953 2.09533 3.00893 2.04296 1.90623 1.47201 2.3076 1.14567 1.08396 1.12464 0.893887 0.871706 0.812035 0.410896
threshold=0.31392000000000003 0.13388500000000003 -0.046079999999999989 0.089155000000000012 -1.0000000180025095e-35 0.14019000000000004 -0.037619999999999994 0.15205000000000002 -0.44847999999999993 -0.089799999999999977 0.090085000000000012 1.0000000180025095e-35 0.0051950000000000008 -0.084819999999999993 0.082085000000000019 -0.065229999999999996 -0.17127999999999996 -0.054704999999999997 -0.14186499999999996 -0.079634999999999997 0.089955000000000021 0.090660000000000004 0.020110000000000006 -0.078254999999999977 -0.54643499999999989
decision_type=2 2 2 2 2 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 8 9 -3 -2 -4 11 15 13 -6 18 19 -10 -18 24 20 -1 22 -20 -21 -12
right_child=5 7 3 -5 12 -7 -8 -9 16 -11 14 -13 -14 -15 -16 -17 17 -19 21 23 -22 -23 -24 -25 -26
leaf_value=0.0028367103068078006 0.0018583166287598906 0.0017506970591960268 0.0022035317283720362 0.001246399842552265 0.0020483405539523502 0.00042640952297368518 0.0025009296363247249 0.0007582376670612124 0.0014451875603950265 0.0013151909750804276 0.0026773245979668432 0.0033277936614471981 0.0032474746670538117 0.0029682206918691888 0.001922762471560327 0.0022223158817349562 0.0013521415642873912 0.00042703619592412826 0.0026366366308190419 0.0022450089909622816 0.0024851993570581604 0.002138650901697875 0.0023313028074200483 0.0026651888551792553 0.0030834100116673398
leaf_weight=821 55 68 57 58 70 76 88 52 76 63 53 68 56 74 53 75 52 57 374 63 105 58 129 189 52
leaf_count=821 55 68 57 58 70 76 88 52 76 63 53 68 56 74 53 75 52 57 374 63 105 58 129 189 52
internal_value=0 0.00253157 0.00258953 0.00224447 0.00238628 0.00107353 0.00206061 0.00132091 0.00127832 0.00173744 0.00266833 0.00274654 0.00272479 0.00252129 0.00252461 0.00271496 0.0011057 0.000868682 0.00257245 0.0027463 0.00279689 0.00251506 0.0025584 0.00256028 0.00287876
internal_weight=0 2626 2506 466 408 316 208 120 240 120 2040 1321 200 144 719 1253 185 109 666 1178 926 561 503 252 105
internal_count=2942 2626 2506 466 408 316 208 120 240 120 2040 1321 200 144 719 1253 185 109 666 1178 926 561 503 252 105
is_linear=0
shrinkage=0.00317166


Tree=2857
num_leaves=22
num_cat=0
split_feature=2 15 15 1446 15 2 159 133 133 1212 4 3 3 481 12 3 159 15 15 15 2
split_gain=1.6962 1.70222 0.995309 0.972115 0.646817 0.607869 1.11997 1.00455 1.12062 0.920272 1.07872 1.24836 1.07119 0.988915 0.885855 2.21589 0.669571 0.605822 0.49787 0.277837 0.250827
threshold=0.13631000000000001 -0.035654999999999992 -0.2987999999999999 0.096415000000000015 0.1208 0.091185000000000002 0.095730000000000023 0.031880000000000012 0.12599500000000005 0.089955000000000021 -0.082619999999999985 0.094635000000000011 -0.084094999999999989 -0.081474999999999978 0.089210000000000025 -0.08867499999999999 -0.0058699999999999994 -0.010414999999999999 -0.090699999999999989 0.08844500000000001 0.11326500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 9 7 14 17 10 16 13 -11 -12 15 -7 -1 -9 -16 -18 -8
right_child=1 -3 -4 -5 -6 6 20 8 -10 12 11 -13 -14 -15 18 -17 19 -19 -20 -21 -22
leaf_value=0.0078410075714533851 -0.0011128621644521429 -0.0048885337073949374 0.0040973266481914858 0.005966725671679972 0.005119692061666032 -0.0065213907304475594 0.0059844471945921449 0.0030865202842588562 -8.9837104424958644e-05 -0.0025064144019733246 -0.0014182886079196148 -0.0022270065816458583 0.0030163412251529328 0.003005745619282896 0.004598466636912297 0.00070913782176134179 0.004419606084572549 0.0070322076064455877 0.0010861212276227607 0.0018445280144123279 0.0030046322194220076
leaf_weight=54 75 60 74 86 94 55 66 159 95 69 54 53 74 1020 52 199 249 53 197 52 52
leaf_count=54 75 60 74 86 94 55 66 159 95 69 54 53 74 1020 52 199 249 53 197 52 52
internal_value=0 -0.000352031 0.00147246 0.00262719 0.00251856 0.00242265 0.00177051 0.00134708 0.00278479 0.00279487 0.00303063 0.00254708 0.000349134 0.00278299 0.000468923 -0.000855188 0.00456477 0.00407455 0.00182099 0.00397587 0.00467419
internal_weight=0 209 149 2733 2647 2553 928 810 307 1625 1482 1127 143 1074 503 254 355 212 249 301 118
internal_count=2942 209 149 2733 2647 2553 928 810 307 1625 1482 1127 143 1074 503 254 355 212 249 301 118
is_linear=0
shrinkage=0.0318892


Tree=2858
num_leaves=13
num_cat=0
split_feature=1 1443 1453 150 457 457 42 1212 42 51 4 12
split_gain=0.82919 0.750653 0.724495 0.744618 0.681519 1.10027 0.669063 0.811415 0.799465 0.527027 0.650945 1.06161
threshold=0.15028500000000003 0.084655000000000022 -0.057839999999999996 0.08926000000000002 0.087195000000000009 0.08351500000000002 0.091485000000000025 0.091435000000000016 0.094010000000000024 -0.08373499999999999 0.38865500000000003 0.087965000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -8 -5 11 -11
right_child=-2 -3 3 9 -6 -7 8 -9 -10 10 -12 -13
leaf_value=-0.00061107766357317841 -0.0012584547003590542 0.0049950972034000637 0.0024926576740198275 0.0027614024124295107 0.0047070298706899643 -0.0018068070606338316 -0.0013320797918112378 0.00020529699684816564 0.0016433758141541476 -0.0036446327229665509 0.0019932130171617713 0.0015597228471171066
leaf_weight=97 70 60 1621 59 74 61 85 135 485 75 66 54
leaf_count=97 70 60 1621 59 74 61 85 135 485 75 66 54
internal_value=0 0.00185826 0.00179122 0.00187716 0.00202785 0.00194466 0.00204318 0.00231698 0.00119914 0.000415963 -0.000292132 -0.00146372
internal_weight=0 2872 2812 2715 2461 2387 2326 1756 570 254 195 129
internal_count=2942 2872 2812 2715 2461 2387 2326 1756 570 254 195 129
is_linear=0
shrinkage=0.0283167


Tree=2859
num_leaves=19
num_cat=0
split_feature=2 15 14 0 14 3 15 49 15 0 3 40 4 11 12 160 4 4
split_gain=1.04164 1.1594 1.07092 0.971172 1.98054 2.04282 1.21499 0.962335 0.661095 0.621914 0.59943 1.15134 0.776625 1.20081 1.1458 0.624848 1.2229 0.845881
threshold=0.13631000000000001 -0.035654999999999992 -0.13131999999999996 -0.13409999999999997 0.020750000000000005 -0.015474999999999997 -0.094389999999999988 -0.05529499999999999 -0.2987999999999999 -0.11214999999999999 -0.014924999999999999 -0.068949999999999997 -0.17568999999999999 0.085630000000000026 0.081685000000000021 -0.063889999999999988 0.008570000000000003 -0.17006499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 -1 4 5 -4 -7 -8 -2 -5 11 -11 13 -13 -14 -12 17 -17
right_child=1 -3 3 9 -6 6 7 -9 -10 10 15 12 14 -15 -16 16 -18 -19
leaf_value=0.0053899403153878124 -0.0010772172212293474 -0.0041583428260740535 -0.0057512669510716872 0.0047691801536737105 0.0045467677363898364 -0.0022517297056340022 0.0057014017867643967 -7.457909737857312e-05 0.0030857186054642966 0.0065113145049460136 0.0033135079787555972 0.0073393495166737387 -0.0027195547999621103 0.0010157074246732701 0.0018598133724362584 5.5401530549650701e-05 0.0026391311462176867 -0.0055508893759028521
leaf_weight=79 75 60 69 73 78 89 53 60 74 54 52 62 55 56 1779 53 69 52
leaf_count=79 75 60 69 73 78 89 53 60 74 54 52 62 55 56 1779 53 69 52
internal_value=0 -0.000487793 0.00180095 0.00169399 0.000155984 -0.00110655 0.000478357 0.00263156 0.000988041 0.00192671 0.0018336 0.0020056 0.00188078 0.00434113 0.0017223 0.000305426 -0.000591623 -0.00271787
internal_weight=0 209 2733 2654 349 271 202 113 149 2305 2232 2006 1952 118 1834 226 174 105
internal_count=2942 209 2733 2654 349 271 202 113 149 2305 2232 2006 1952 118 1834 226 174 105
is_linear=0
shrinkage=0.0312639


Tree=2860
num_leaves=34
num_cat=0
split_feature=1 1 0 133 47 0 0 1375 49 1 160 1 50 0 0 160 1210 0 43 484 1 0 0 50 0 0 0 0 11 43 160 51 159
split_gain=55.5256 9.11004 10.4889 5.2973 4.69458 4.07129 2.06429 1.90582 1.85561 1.7521 1.49121 1.20581 1.35446 2.1116 2.23502 1.19181 1.12534 1.6938 1.06817 1.05437 0.889111 1.08478 0.840691 0.858194 0.823981 0.894261 0.74557 0.732792 0.728508 0.704087 0.615307 0.540103 0.257943
threshold=0.098395000000000024 0.12448500000000001 -0.11825999999999999 0.086885000000000004 0.12171500000000002 -0.075914999999999996 -0.016414999999999996 -0.092979999999999993 0.10470500000000001 0.10781 -0.00067499999999999993 0.081720000000000015 0.081580000000000014 -0.087649999999999992 -0.14259999999999998 -0.14079499999999998 -0.057539999999999994 0.064400000000000013 -0.077134999999999995 0.088135000000000005 0.08864000000000001 -0.037444999999999992 -0.087104999999999988 0.093975000000000017 -0.11327499999999999 -0.10071499999999999 -0.066574999999999981 -0.17127999999999996 0.086175000000000015 -0.073404999999999984 -0.012189999999999998 -0.016584999999999996 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
left_child=5 2 9 6 18 7 10 -1 11 -2 -4 19 13 14 -13 -7 -17 20 -3 24 21 31 -14 -24 32 -26 -20 -11 -8 -12 -15 -18 -9
right_child=1 4 3 -5 -6 15 28 8 -10 27 29 12 22 30 -16 16 17 -19 26 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.0014814221599008324 0.00036460479148372864 0.00016926767767977343 0.0015838983561950182 0.00082853790941096414 0.001415829777154819 0.0012949170087569694 0.0011898344430088445 0.0024830942903452859 0.0016454886762695153 0.0011951694986397981 0.0019296565091708546 0.0019016209639444142 0.0024327668580226358 0.0018363661219069113 0.0011031799525878935 0.001359917648711968 0.0020694911602769056 0.0013903574815199084 0.00040725648947503845 0.0024257772272461642 0.0016235111636219515 0.0023561794536085261 0.0022046214080284777 0.0017014451464550107 0.0016824091854553251 0.0020779501828339696 0.00082427513253939609 0.00071222845401188871 0.001681489435752216 0.0024081097507936472 0.002282501024379947 0.0017681962520898916 0.0021817787273366819
leaf_weight=56 75 81 58 65 52 52 52 52 100 53 54 61 52 52 60 53 86 68 86 85 80 53 67 53 53 852 65 56 53 54 57 134 52
leaf_count=56 75 81 58 65 52 52 52 52 100 53 54 61 52 52 60 53 86 68 86 85 80 53 67 53 53 852 65 56 53 54 57 134 52
internal_value=0 0.00104208 0.00127264 0.00158068 0.000619823 0.0019432 0.00176096 0.00201479 0.00203349 0.000709982 0.00196487 0.0020594 0.0019213 0.00177338 0.00150596 0.00171828 0.00176466 0.00181554 0.000441272 0.00211012 0.00189736 0.00197749 0.00211891 0.00198265 0.0020835 0.00205482 0.000586975 0.00094734 0.0014383 0.00216917 0.00206995 0.00188612 0.00233274
internal_weight=0 804 520 336 284 2178 271 1652 1596 184 166 1496 402 230 121 526 474 421 232 1094 353 273 172 120 1009 905 151 109 105 108 109 220 104
internal_count=2982 804 520 336 284 2178 271 1652 1596 184 166 1496 402 230 121 526 474 421 232 1094 353 273 172 120 1009 905 151 109 105 108 109 220 104
is_linear=0
shrinkage=0.00293013


Tree=2861
num_leaves=34
num_cat=0
split_feature=1 3 1 12 1 2 2 2 12 2 34 12 12 3 12 1 2 2 16 1210 475 16 15 15 159 15 42 42 1 3 15 16 16
split_gain=79.3642 20.6285 5.8149 5.10859 6.28884 4.31511 4.25921 7.08864 3.42605 2.83359 2.60243 2.14827 2.13244 1.86881 1.75989 1.75098 1.2793 1.55861 1.14835 1.13706 1.14712 1.30524 1.30743 1.15521 1.02688 0.88229 1.77764 1.24234 0.881323 0.878034 0.844586 0.681211 0.474155
threshold=0.10075500000000003 -0.049204999999999992 0.12448500000000001 0.056995000000000011 0.092395000000000019 0.10100500000000003 -1.0000000180025095e-35 0.14253500000000002 0.090285000000000018 0.10472500000000001 -0.08330499999999999 0.098785000000000012 -0.077389999999999987 0.085880000000000012 -0.0066799999999999993 0.085720000000000005 0.096860000000000016 0.088755000000000014 -0.083144999999999983 -0.065264999999999976 -0.067819999999999978 0.19384500000000002 -0.056634999999999991 0.097415000000000015 -0.08867499999999999 0.087670000000000012 0.088485000000000022 0.088380000000000014 0.085110000000000005 -0.080654999999999991 1.0000000180025095e-35 -0.005239999999999999 -0.078939999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 14 11 10 9 16 -8 -3 -2 -9 -11 -1 -16 17 25 -15 -10 -21 23 -23 30 -25 26 28 32 -5 31 -22 -19 -27
right_child=1 6 -4 8 -6 -7 7 12 19 13 -12 -13 -14 18 15 -17 -18 29 -20 20 21 22 -24 24 -26 27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.0023591535659981907 0.0025330923067702123 0.0004550015350853331 0.00071324919369856533 0.0023906912997597846 0.0010318658740527298 0.001318968890100036 0.0016204669143338882 0.00049223716559170167 0.001656672254176943 0.00036485759585588238 -0.00053033016589285411 0.0017265055294985656 -0.00039224446581025 0.0007730893267885511 0.0021272360613157093 0.001417870788276202 0.0028030971929370175 0.0016521850080582214 0.0013717936968697213 0.0025316232737839007 0.0020494333626700631 0.0020392591638956443 0.001380772595206676 0.0022291502017968488 0.0017240626250409204 0.00214857137417046 0.0028536750078320219 0.0018165649704695937 0.0020014476222806822 0.0023635426146284555 0.0023376419748732079 0.0021121565009445766 0.0025778887062111473
leaf_weight=97 79 56 59 480 87 98 56 52 71 64 52 58 58 77 77 65 52 65 56 53 200 69 55 62 121 53 79 69 68 56 217 67 54
leaf_count=97 79 56 59 480 87 98 56 52 71 64 52 58 58 77 77 65 52 65 56 53 200 69 55 62 121 53 79 69 68 56 217 67 54
internal_value=0 0.000945129 0.0016044 0.00213001 0.00176279 0.00182799 0.000533537 0.000698053 0.00219329 0.000990304 -1.91039e-05 0.00219186 2.55663e-05 0.000811 0.00202872 0.00180277 0.00231527 0.00228964 0.00102543 0.00204323 0.00207851 0.0020453 0.00174746 0.00210679 0.00189537 0.00235076 0.00240692 0.00215052 0.00234245 0.00202837 0.00219949 0.00188591 0.00236555
internal_weight=0 765 294 2217 326 235 471 363 1891 253 108 137 110 197 239 142 1043 991 133 848 777 724 124 600 183 803 627 176 548 188 417 132 107
internal_count=2982 765 294 2217 326 235 471 363 1891 253 108 137 110 197 239 142 1043 991 133 848 777 724 124 600 183 803 627 176 548 188 417 132 107
is_linear=0
shrinkage=0.00317166


Tree=2862
num_leaves=20
num_cat=0
split_feature=3 2 10 480 2 160 160 156 10 151 13 13 1428 3 2 1186 160 15 3
split_gain=2.08291 1.36838 1.38891 1.08746 0.989132 0.939476 1.21417 0.965967 0.704763 0.644941 0.647055 1.5097 0.888303 0.678162 2.73504 0.999087 0.633321 0.956312 0.261229
threshold=-0.049204999999999992 -0.0098549999999999974 -1.0000000180025095e-35 -0.022539999999999998 0.08647500000000001 0.023210000000000005 0.088935000000000014 0.10079000000000002 -0.0088449999999999987 0.015440000000000001 0.15415000000000004 0.10077500000000002 1.0000000180025095e-35 -0.093419999999999989 0.084145000000000011 0.064110000000000014 -0.08206999999999999 -0.036279999999999993 -0.11151499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 -3 -1 -4 7 -7 16 -2 10 11 12 13 14 -5 -15 -6 -18 -12
right_child=1 2 4 9 5 6 -8 -9 -10 -11 18 -13 -14 15 -16 -17 17 -19 -20
leaf_value=-0.0012239894488747574 0.0002129532016158785 -0.0037010111806726974 0.0048845473936388909 0.0059787774060874703 0.0022021076072151558 0.0070599114252394264 0.00067329364059589669 0.0044720076369573793 -0.0047438189834459786 0.0056951554408264625 0.0060176591767284945 -0.0029940010392340319 0.006590302524936688 0.0025767936881481578 -0.00099226815612662089 0.0072637531677813023 0.00031830456223946575 -0.0038353926963755609 0.0029966072006439148
leaf_weight=81 56 59 88 87 83 59 74 53 72 76 80 55 59 1410 215 52 177 93 53
leaf_count=81 56 59 88 87 83 59 74 53 72 76 80 55 59 1410 215 52 177 93 53
internal_value=0 0.000575813 0.00116376 0.00254472 0.0016221 0.0010888 0.00350912 0.000295059 -0.00257246 0.00269116 0.00257746 0.0024187 0.0025822 0.00244794 0.00101477 0.00274374 -0.000331072 -0.0011111 0.00481644
internal_weight=0 814 686 2168 627 539 133 406 128 2087 2011 1878 1823 1764 302 1462 353 270 133
internal_count=2982 814 686 2168 627 539 133 406 128 2087 2011 1878 1823 1764 302 1462 353 270 133
is_linear=0
shrinkage=0.0331775


Tree=2863
num_leaves=21
num_cat=0
split_feature=1 40 150 157 160 15 128 1 1 52 16 16 16 484 0 158 158 1 133 0
split_gain=2.05088 1.75513 1.19004 0.729491 1.05636 1.65493 0.723899 0.822213 0.72093 0.584745 0.790156 0.805552 0.804147 0.708718 0.971375 0.886424 0.594765 0.475737 0.473037 0.446558
threshold=0.091395000000000018 -0.084924999999999987 -0.081029999999999977 -0.0036449999999999994 1.0000000180025095e-35 -0.076594999999999983 0.094695000000000015 0.094090000000000021 0.09803000000000002 -0.53299999999999992 0.18879500000000002 0.26900000000000007 0.08215500000000002 0.087070000000000022 -0.060094999999999989 0.10394000000000002 0.078875000000000015 0.11277000000000001 0.085515000000000022 -0.06563999999999999
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 17 6 -6 7 -5 -9 -1 12 -12 13 14 15 16 -11 -4 -15 -13
right_child=1 2 3 4 5 -7 -8 8 -10 10 11 19 -14 18 -16 -17 -18 -19 -20 -21
leaf_value=0.0045244453928034558 -0.0033564074779574085 -0.0032582779154808673 0.0017476382524379817 -0.0036773305560830038 0.00019637508008419342 0.0070888639257263436 0.0035265000809287582 0.0029123342701761609 -0.00023543486369884131 0.0020330936097845871 -0.0028688412530856432 -0.00054729293966087743 0.0057527880575274906 0.0058000512525770926 -0.0015911870019212891 -0.0011443265522121605 0.0044790205863234163 0.0053891285674844023 0.0023075247187972448 0.0030603123493035973
leaf_weight=85 100 60 87 53 72 56 54 78 416 1249 57 56 55 72 70 75 97 52 69 69
leaf_count=85 100 60 87 53 72 56 54 78 416 1249 57 56 55 72 70 75 97 52 69 69
internal_value=0 0.00042542 0.00083329 0.00111649 0.000735514 0.00321435 0.000207043 -0.000120068 0.000260932 0.00208394 0.00197278 8.9822e-05 0.00217573 0.00205498 0.00186202 0.00203235 0.0022096 0.00311223 0.00409322 0.00144154
internal_weight=0 1028 928 868 729 128 601 547 494 1954 1869 182 1687 1632 1491 1421 1346 139 141 125
internal_count=2982 1028 928 868 729 128 601 547 494 1954 1869 182 1687 1632 1491 1421 1346 139 141 125
is_linear=0
shrinkage=0.0300499


Tree=2864
num_leaves=29
num_cat=0
split_feature=1 52 1 12 12 12 1 12 2 12 4 4 4 48 4 4 2 2 160 1210 474 4 2 2 2 4 1213 48
split_gain=42.2536 13.345 6.18848 7.11691 3.22895 3.74218 3.44541 2.5333 1.88799 1.75281 2.52432 1.69772 1.6529 4.52958 1.46758 1.77505 1.01346 1.16305 0.894962 0.879948 0.801657 0.789383 0.767486 0.723382 0.694056 0.606127 0.599647 0.517974
threshold=0.10075500000000003 -0.41694999999999993 0.12448500000000001 0.088325000000000015 0.056995000000000011 0.090285000000000018 0.092395000000000019 0.098785000000000012 0.17553000000000005 -0.0066799999999999993 -0.12685999999999997 0.40052000000000004 0.032770000000000001 0.085790000000000019 0.049545000000000006 -0.16236499999999995 0.096860000000000016 0.088755000000000014 -0.29136999999999996 -0.064239999999999992 0.085960000000000023 0.41377500000000006 0.090695000000000012 0.11585500000000001 0.087605000000000002 0.50996500000000011 -0.071164999999999992 0.078735000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 12 6 16 9 -5 11 -1 -11 -4 13 -3 15 -7 17 20 -17 -20 24 -14 -19 -16 27 -13 -21 -6
right_child=1 2 8 7 5 14 -8 -9 -10 10 -12 25 21 -15 23 18 -18 22 19 26 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0023485315970149987 0.0023688789290540872 7.6757791529805686e-05 0.001212904281883338 0.0024542191525531408 0.0022967587300940441 0.0015284421582717799 0.0012803018724558677 0.001562278524065739 0.00021019922618711808 0.0022415098242850092 0.0013923840161383459 0.00039860693154055007 0.0015620624081475324 0.0012671668987846473 0.0015410636502791761 0.0018224114924519812 0.0027266221936150027 0.0018293348516741188 0.0018068641409159137 0.0025178417704489818 0.0026656040516570508 0.0010679020652978508 0.0022386183121386248 0.0020137267571034055 0.0020246536315882573 0.00083175884476584846 0.0021676577941686236 0.0025917572441535729
leaf_weight=97 94 53 84 57 582 57 87 74 57 67 75 60 62 82 91 92 52 90 63 57 64 70 98 52 88 72 436 69
leaf_count=97 94 53 84 57 582 57 87 74 57 67 75 60 62 82 91 92 52 90 63 57 64 70 98 52 88 72 436 69
internal_value=0 0.00124936 0.00109247 0.00134484 0.00211398 0.00216433 0.0018218 0.00195063 0.000724432 0.00201877 0.00179327 0.000859976 0.00104748 0.000800072 0.00200753 0.00206719 0.00229178 0.00226893 0.00211452 0.0021628 0.00232181 0.00130026 0.00204286 0.00171318 0.00229199 0.000635128 0.00220821 0.00232808
internal_weight=0 765 671 398 2217 1891 326 131 273 239 142 216 267 135 848 705 1043 991 648 556 803 132 188 143 739 132 493 651
internal_count=2982 765 671 398 2217 1891 326 131 273 239 142 216 267 135 848 705 1043 991 648 556 803 132 188 143 739 132 493 651
is_linear=0
shrinkage=0.00317166


Tree=2865
num_leaves=9
num_cat=0
split_feature=14 9 3 9 49 474 51 3
split_gain=1.20697 1.27874 1.32113 1.21921 1.23268 0.950712 0.88284 1.03574
threshold=-0.2523999999999999 -0.08564999999999999 0.28833000000000003 0.087755000000000014 -0.15734499999999998 -0.10387999999999999 0.15358000000000002 0.12745000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -6 7 -7
right_child=1 2 -4 -5 5 6 -8 -9
leaf_value=-0.0022532310973209235 0.0078465978185265264 -0.0032552466792982932 -0.0024392767751110402 0.0075057819153828359 0.0070977248204863582 0.0020220118940280129 -0.0026147341069668161 0.007361853559515988
leaf_weight=96 55 63 95 60 55 2414 58 54
leaf_count=96 55 63 95 60 55 2414 58 54
internal_value=0 0.00208931 0.00197604 0.00213131 0.0020092 0.00213786 0.0020297 0.00213901
internal_weight=0 2854 2799 2704 2644 2581 2526 2468
internal_count=2950 2854 2799 2704 2644 2581 2526 2468
is_linear=0
shrinkage=0.0381105


Tree=2866
num_leaves=14
num_cat=0
split_feature=49 49 150 16 156 14 1 3 9 2 16 151 13
split_gain=0.858205 1.20364 1.43377 1.4864 1.37426 1.1874 1.26484 1.01262 1.35868 1.70298 0.958032 0.729472 0.435035
threshold=-0.15734499999999998 -0.07278999999999998 1.0000000180025095e-35 -0.40885499999999991 0.087515000000000009 -0.2523999999999999 0.13809000000000002 0.10766000000000002 0.084755000000000011 -1.0000000180025095e-35 -0.074904999999999985 -0.010059999999999998 -0.023024999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 5 -4 -5 -3 7 8 9 -7 -9 12 -2
right_child=1 2 3 4 -6 6 -8 10 -10 -11 -12 -13 -14
leaf_value=-0.001815287610214504 0.006924111868979798 -0.001981837083095064 0.0019980775233619575 -0.006457232722594684 -0.00011957469248744387 -0.0038926357260745692 0.005034759232445612 0.0012857857339938416 0.0061055257775900771 0.0015031929801172254 -0.0043136858662097344 0.0013440306194899419 0.0033902767088838564
leaf_weight=77 54 89 74 60 59 52 84 54 54 2089 52 82 70
leaf_count=77 54 89 74 60 59 52 84 54 54 2089 52 82 70
internal_value=0 0.00133468 0.00116692 -0.00127788 -0.00331768 0.00135776 0.00148252 0.0013527 0.00148859 0.00137199 -0.00145816 0.00350515 0.00493174
internal_weight=0 2873 2667 193 119 2474 2385 2301 2195 2141 106 206 124
internal_count=2950 2873 2667 193 119 2474 2385 2301 2195 2141 106 206 124
is_linear=0
shrinkage=0.0294607


Tree=2867
num_leaves=15
num_cat=0
split_feature=0 482 159 52 157 151 13 0 0 481 0 0 0 52
split_gain=0.816035 1.05458 1.01008 0.692863 1.07693 1.0356 2.31552 1.08867 0.947543 0.795771 0.57765 0.658466 0.511891 0.293016
threshold=0.148925 0.088055000000000008 0.10107000000000001 -0.40011499999999994 -0.15081499999999998 0.05680000000000001 -0.064249999999999988 0.048595000000000006 1.0000000180025095e-35 -0.086574999999999985 -0.081909999999999997 -0.067134999999999986 0.056895000000000008 -0.0083399999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 10 -5 7 -7 8 9 -6 -1 -12 -13 -3
right_child=-2 2 -4 4 5 6 -8 -9 -10 -11 11 12 -14 -15
leaf_value=0.0060367636214856387 -0.0025103445966222979 -0.0012204906528734242 -0.0049548352616463065 -0.0033242818556873887 -0.0019436821418320361 0.0024966576150698611 -0.0066936600300093593 0.0055284272628245137 -0.0025500127330630304 0.0015805801804929754 -0.00046509307673562933 0.0048848490715919226 0.00099062520369653509 0.0019168386502826788
leaf_weight=52 63 61 53 54 70 64 53 68 64 2064 67 94 58 65
leaf_count=52 63 61 53 54 70 64 53 68 64 2064 67 94 58 65
internal_value=0 0.00123002 -0.00118694 0.00138991 0.00121617 0.00131921 -0.00166351 0.00147336 0.00134775 0.00146481 0.00295103 0.00221676 0.00340118 0.000395217
internal_weight=0 2887 179 2708 2437 2383 117 2266 2198 2134 271 219 152 126
internal_count=2950 2887 179 2708 2437 2383 117 2266 2198 2134 271 219 152 126
is_linear=0
shrinkage=0.032527


Tree=2868
num_leaves=14
num_cat=0
split_feature=474 3 9 2 160 3 484 1446 41 52 1 15 157
split_gain=0.746426 0.667076 0.698336 0.785869 1.633 2.67244 1.03904 0.967539 1.1099 0.907342 1.12877 1.06911 0.819486
threshold=-0.10387999999999999 0.35004500000000011 -1.0000000180025095e-35 0.085155000000000022 0.0088350000000000008 -0.059315 -0.0095549999999999993 0.086940000000000003 0.075585000000000013 -0.072664999999999993 0.085410000000000014 -0.084904999999999994 -0.0089949999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -4 8 9 11 -11 -5 -8
right_child=1 -3 3 7 -6 -7 12 -9 -10 10 -12 -13 -14
leaf_value=0.0049020407728589815 -0.0020711123867169336 -0.0022276966468492338 -0.001983564228738831 0.0040446278731250031 -0.0023039199907508119 0.0076583654740883435 -0.0017151276473605032 -0.0025832806015687027 0.0043708379052027763 0.00072245916489038135 -0.0018131930086721436 0.00074630252409276616 0.002494220954390735
leaf_weight=55 82 75 79 169 95 97 58 98 98 843 264 338 599
leaf_count=55 82 75 79 169 95 97 58 98 98 843 264 338 599
internal_value=0 0.000920739 0.0010046 0.00109685 0.00189776 0.00237738 0.00168089 0.000686013 0.000873369 0.000660783 0.000117424 0.00184646 0.00212207
internal_weight=0 2895 2820 2738 928 833 736 1810 1712 1614 1107 507 657
internal_count=2950 2895 2820 2738 928 833 736 1810 1712 1614 1107 507 657
is_linear=0
shrinkage=0.0338411


Tree=2869
num_leaves=22
num_cat=0
split_feature=4 13 39 43 4 16 16 15 4 16 4 13 43 160 15 16 43 160 13 43 160
split_gain=75.8022 19.6238 16.5025 4.90288 3.50832 3.50813 2.70439 2.45405 2.58335 1.93024 1.71485 1.78859 1.82094 1.54991 1.49701 1.32002 1.20603 0.778248 0.666202 0.560357 0.522692
threshold=0.31392000000000003 -0.16392499999999996 0.055555000000000007 -0.064539999999999986 0.008570000000000003 -0.53342999999999996 -0.12080999999999999 -0.41725999999999991 0.51395000000000002 -0.097664999999999988 -0.50393499999999991 0.056735000000000001 -0.24698999999999996 0.081025000000000014 -0.065419999999999992 -0.032699999999999993 -0.0005399999999999999 0.051580000000000008 -0.41895499999999991 -0.0044999999999999997 -0.012679999999999999
decision_type=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 13 9 -2 17 8 -7 19 -11 16 -13 -4 15 -8 -12 20 -1 -3 -6
right_child=5 2 3 -5 6 7 14 -9 -10 10 11 12 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0018004504296620046 0.0017377311771079324 0.0037129960451704851 0.0014440467763176849 0.002881296095728389 0.0030694633597989065 0.0016229157162113469 0.0023894158272206359 0.00039303604403243426 0.00081451150076226604 0.0035271217199176717 0.0031376511966459074 0.0031341089740976455 0.0025473512216494876 0.0021307993853383542 0.0021227083613209754 0.0030131173659193934 0.0029315043065129822 0.0033389817838519031 0.0012927196563912685 0.0032775885780449623 0.0026373609639189321
leaf_weight=57 95 57 82 54 73 77 73 54 90 79 1056 91 145 60 72 71 423 62 53 74 52
leaf_count=57 95 57 82 54 73 77 73 54 90 79 1056 91 145 60 72 71 423 62 53 74 52
internal_value=0 0.00289437 0.00295268 0.00205061 0.00302862 0.00121735 0.00275334 0.0009935 0.00118746 0.00308623 0.00305838 0.00303677 0.00277375 0.00173447 0.00250585 0.00269718 0.00307872 0.00303904 0.00155613 0.0034673 0.00288999
internal_weight=0 2634 2524 196 2328 316 403 221 167 1925 1794 1715 236 142 216 144 1479 187 110 131 125
internal_count=2950 2634 2524 196 2328 316 403 221 167 1925 1794 1715 236 142 216 144 1479 187 110 131 125
is_linear=0
shrinkage=0.0032351


Tree=2870
num_leaves=15
num_cat=0
split_feature=9 3 149 3 15 15 52 3 9 133 15 1 155 3
split_gain=1.44757 1.04526 1.07678 1.61751 1.38101 1.97763 1.13233 1.70663 1.27534 1.12187 0.852762 0.828456 0.26147 0.240846
threshold=0.093040000000000012 -0.23098999999999997 0.079475000000000004 -0.10337499999999998 0.084685000000000024 -0.0065999999999999991 -0.16855499999999998 0.040040000000000006 -0.085474999999999982 0.087720000000000006 -0.46772999999999992 0.091395000000000018 0.094400000000000026 -0.081334999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 5 -3 7 9 -8 13 -10 -12 -1 -5
right_child=-2 2 -4 6 -6 -7 8 -9 10 -11 11 -13 -14 -15
leaf_value=0.0063995263000830261 -0.0040995679667179714 0.00017978834493872527 0.0055116226417602282 0.0041758666466849316 0.0021329962512443026 -0.0072477260531414369 0.0069759603713864284 -0.0058103675713282264 0.0056059363246281756 -0.0020181354394457895 0.001959738686438583 0.00044875767897520412 0.0030496710695599675 0.0014300012822444164
leaf_weight=55 54 92 70 65 87 74 53 55 61 99 1512 574 53 85
leaf_count=55 54 92 70 65 87 74 53 55 61 99 1512 574 53 85
internal_value=0 0.0014902 0.0013652 0.00125979 -0.00131817 -0.0031291 0.00152041 -0.000414549 0.00178795 0.000775848 0.00165971 0.00154414 0.00475896 0.00262228
internal_weight=0 2935 2827 2757 253 166 2504 304 2200 249 2147 2086 108 150
internal_count=2989 2935 2827 2757 253 166 2504 304 2200 249 2147 2086 108 150
is_linear=0
shrinkage=0.0338411


Tree=2871
num_leaves=29
num_cat=0
split_feature=1 1 3 3 1 15 0 3 49 0 40 15 1 0 3 15 49 3 13 1 0 49 13 1 15 13 42 3
split_gain=106.779 16.472 10.6784 9.09471 5.29797 3.09513 2.55113 3.44473 2.22962 2.06183 1.97179 3.22944 1.86223 2.13388 1.83852 1.81998 1.54044 1.99035 1.41482 1.16391 1.10095 1.12289 1.09686 1.00234 0.903324 0.889517 0.76702 0.108751
threshold=0.10442000000000001 0.12448500000000001 -0.049204999999999992 -0.065674999999999983 0.092395000000000019 -0.091554999999999984 -0.061674999999999994 -0.14088999999999999 0.10078000000000002 -0.14534499999999997 -0.067204999999999987 -0.083029999999999979 0.090540000000000023 -0.14867499999999997 -0.078759999999999983 -0.41725999999999991 0.0048250000000000003 0.091085000000000013 -0.051009999999999993 0.11657000000000002 -0.097424999999999984 0.10960000000000002 -1.0000000180025095e-35 0.10877000000000002 -0.035654999999999992 -0.083424999999999985 0.082495000000000013 -0.074479999999999977
decision_type=2 2 2 2 2 2 2 2 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 8 -2 12 -8 16 -6 -3 15 13 -1 18 -12 17 22 -14 23 26 25 -5 -4 -7 -22 -15 -16
right_child=1 10 19 4 9 24 7 -9 -10 -11 11 -13 14 20 27 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0032678366408905261 0.0014407906725981952 6.967910929678402e-05 0.00076636608702278968 0.0022113650759804657 0.0010329863845660262 0.0020636799835266136 0.0026830627632647383 0.001769622256956246 0.001689454980241818 0.0018462534531622683 0.00065935958785795078 0.0011693760090087143 0.0016741238040543899 0.0020597717894679057 0.0025142867806965284 -7.6149466045105752e-05 0.0028908219689577877 0.0018277371027011948 0.0023937699829837005 0.00055556619563593807 0.0027844437967332737 0.0022936161406376591 0.0027543103714241061 0.0013138525515122334 0.0026216229173240298 0.0026037520194361432 0.0025666048997903482 0.0027323252395578244
leaf_weight=53 59 86 54 76 52 62 77 91 54 80 81 75 55 58 54 58 52 68 56 52 440 87 76 91 57 767 65 53
leaf_count=53 59 86 54 76 52 62 77 91 54 80 81 75 55 58 54 58 52 68 56 52 440 87 76 91 57 767 65 53
internal_value=0 0.00102984 0.00147304 0.00246364 0.00206299 0.00203626 0.00256249 0.00218848 0.00228026 0.00152613 0.000475736 0.00063876 0.0025997 0.00264043 0.00232484 0.000352213 0.00239743 0.00228066 0.00203749 0.000963967 0.00261694 0.00264439 0.00248306 0.00111019 0.00233121 0.00266965 0.00232789 0.0026226
internal_weight=0 675 375 2314 458 178 1856 168 326 132 300 214 1688 1470 218 139 272 220 111 197 1417 1294 152 145 119 1207 123 107
internal_count=2989 675 375 2314 458 178 1856 168 326 132 300 214 1688 1470 218 139 272 220 111 197 1417 1294 152 145 119 1207 123 107
is_linear=0
shrinkage=0.00317166


Tree=2872
num_leaves=27
num_cat=0
split_feature=4 2 2 13 49 10 14 4 43 40 16 43 2 4 14 16 474 160 133 15 15 43 13 16 151 16
split_gain=39.6287 11.1651 8.56412 5.00533 3.73667 3.61362 3.16548 2.97963 2.72285 2.65025 2.54212 2.13097 1.81223 1.33989 1.33977 1.73322 1.23306 1.33954 1.05626 0.833622 1.13655 0.801976 0.701261 0.672618 0.649765 0.181586
threshold=0.31392000000000003 0.10060500000000001 -1.0000000180025095e-35 -0.15122999999999998 -0.014479999999999998 1.0000000180025095e-35 0.073890000000000011 -0.37626499999999991 -1.0000000180025095e-35 -0.079369999999999982 -0.016354999999999998 -0.0019849999999999994 0.13554000000000002 0.015030000000000002 -0.42227999999999993 -0.47730499999999992 0.079590000000000008 0.049100000000000012 -0.07192999999999998 0.10356000000000001 -0.063834999999999989 -0.14595999999999995 -0.029809999999999996 -0.013819999999999997 -0.030624999999999996 -0.083144999999999983
decision_type=2 2 2 2 2 2 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 10 9 11 -6 -1 -2 -5 13 19 18 -11 24 17 23 25 20 -9 -20 -15 -13 -16 -4
right_child=5 3 6 4 7 -7 -8 12 -10 14 -12 16 -14 22 15 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00076335762333497423 0.00036886331580470854 0.00084523974920033081 0.0024722297696409086 0.0015855808826512104 0.0022050385679211843 0.00016931195972827074 0.0025839737491768181 0.001743769325366865 0.0016664540342576169 0.0014579435981764948 0.00069009650575153425 0.0018873046192156447 0.0011262504867657671 0.0019388440543024591 0.00090834431693681778 0.00052436942919992051 0.001426364317401697 0.0014750956703626975 0.0022679829687224764 0.0020096288763174295 0.0012728897687008676 0.002021067901880677 0.0015265405762895916 0.0022102422783084807 0.0013354145018100072 0.0022354088401781388
leaf_weight=59 52 79 52 52 90 58 76 171 52 60 53 361 53 97 53 53 56 60 126 60 57 906 54 64 68 67
leaf_count=59 52 79 52 52 90 58 76 171 52 60 53 361 53 97 53 53 56 60 126 60 57 906 54 64 68 67
internal_value=0 0.00186041 0.00196319 0.0015211 0.00162066 0.000823759 0.00200809 0.00173918 0.00118671 0.000956371 0.00113387 0.00198433 0.00161613 0.00204749 0.0010868 0.00095864 0.00183225 0.00187905 0.00208104 0.00170617 0.00162618 0.00205124 0.0017916 0.00193601 0.0011486 0.00233915
internal_weight=0 2645 2030 615 536 344 1919 431 111 286 105 1843 341 1302 234 174 541 485 1151 288 228 1032 151 425 121 119
internal_count=2989 2645 2030 615 536 344 1919 431 111 286 105 1843 341 1302 234 174 541 485 1151 288 228 1032 151 425 121 119
is_linear=0
shrinkage=0.00287267


Tree=2873
num_leaves=22
num_cat=0
split_feature=3 3 15 15 48 147 16 14 14 3 13 52 16 47 47 47 3 16 16 48 13
split_gain=47.0556 15.6559 10.4356 9.14215 8.19549 5.67629 5.01459 2.65296 2.53863 2.4792 3.68724 3.31039 1.86488 1.63785 1.59206 1.93103 1.72539 5.34966 2.14657 1.5468 0.253781
threshold=-0.064349999999999991 0.3148450000000001 -0.24511999999999998 -0.24211499999999997 0.093225000000000016 0.089430000000000023 -0.5103049999999999 -0.10523499999999998 0.073890000000000011 0.11269500000000002 -0.00080499999999999983 -0.030234999999999995 -0.039209999999999995 0.11566000000000001 0.080860000000000015 0.090515000000000026 -0.096099999999999977 0.066010000000000013 0.23074000000000003 0.13419000000000003 -0.080624999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 7 5 9 -4 -2 13 10 11 -5 -12 14 16 -16 17 -8 -18 -6 -17
right_child=1 -3 6 4 19 -7 8 -9 -10 -11 12 -13 -14 -15 15 20 18 -19 -20 -21 -22
leaf_value=0.0017598490344410956 0.002132718219775499 0.0010892586081420299 0.0022326984849379184 0.0021409984285375144 0.0021149073274920188 0.0017587688140623273 0.0025168099231861682 0.0012976718428754784 0.0037264576110107969 0.0021825528537472729 0.0027786033970265238 0.0029474664617094382 0.0033559251336995992 0.0026007829755628695 0.0038394879830621715 0.0032916108687037981 0.0031346469903141172 0.0033571890252978021 0.0027079699139225676 0.0014906774211083239 0.0029864371851124451
leaf_weight=57 59 100 64 89 99 54 175 81 54 54 82 94 132 66 53 52 1287 111 116 56 54
leaf_count=57 59 100 64 89 99 54 175 81 54 54 82 94 132 66 53 52 1287 111 116 56 54
internal_value=0 0.00220479 0.00302242 0.00234419 0.00249143 0.0026761 0.00305782 0.00164981 0.00308464 0.00278586 0.00286784 0.00255542 0.00313486 0.00306651 0.00308313 0.00337099 0.00305601 0.00284308 0.00309939 0.00188959 0.00313645
internal_weight=0 900 2089 800 660 505 2032 140 1968 451 397 183 214 1914 1848 159 1689 286 1403 155 106
internal_count=2989 900 2089 800 660 505 2032 140 1968 451 397 183 214 1914 1848 159 1689 286 1403 155 106
is_linear=0
shrinkage=0.00298873


Tree=2874
num_leaves=16
num_cat=0
split_feature=10 12 13 12 12 43 3 0 0 16 13 3 2 16 3
split_gain=1.35622 1.13854 0.887595 0.826392 1.44618 1.17589 0.764291 1.31868 1.4963 1.45603 1.06015 1.02038 1.22624 0.446611 0.119896
threshold=0.057650000000000007 -0.22686499999999998 -0.092984999999999984 0.095175000000000023 0.088365000000000013 0.024055000000000003 -0.14954999999999999 -0.021574999999999997 -0.044434999999999995 0.12992000000000004 0.094890000000000016 0.11269500000000002 0.13673000000000005 -0.08267999999999999 -0.080654999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 13 10 8 11 -9 -4 12 -8 14 -3
right_child=-2 2 6 -5 -6 -7 7 9 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.0059692734212605323 -0.0017341843051899282 0.0033486175260051348 0.0065727252920800379 -0.0021663725676658117 0.0047030377784825824 -0.0034129235826202498 0.002249234029225155 -0.0033333695074194416 0.0066127023341462469 0.0020851741107193208 0.0020257709624019473 -0.0010021177739248795 -0.0019502955222182349 -0.00046964012272449892 0.0014578590169795423
leaf_weight=54 78 53 68 67 71 54 1982 74 56 79 95 83 55 68 52
leaf_count=54 78 53 68 67 71 54 1982 74 56 79 95 83 55 68 52
internal_value=0 0.00197323 0.00189759 0.000617875 0.00124486 0.000161919 0.00208491 0.00195604 0.00213123 -0.000533622 0.00392448 0.00201271 0.0021357 0.00127948 0.00241506
internal_weight=0 2911 2857 365 298 227 2492 2329 2176 153 163 2120 2037 173 105
internal_count=2989 2911 2857 365 298 227 2492 2329 2176 153 163 2120 2037 173 105
is_linear=0
shrinkage=0.0277614


Tree=2875
num_leaves=29
num_cat=0
split_feature=1 1 12 16 1 2 13 12 151 16 13 0 49 13 16 16 1447 16 12 1213 12 13 133 133 11 0 16 2
split_gain=38.1293 8.615 8.56694 4.58648 3.85982 2.36162 2.18237 2.18187 1.98761 1.73496 1.66073 1.35564 1.34879 1.2163 2.82262 1.41826 1.17401 2.12703 1.23853 1.21187 1.01052 0.898283 1.03062 0.878016 1.29645 0.689598 0.679645 0.395389
threshold=0.11584000000000001 0.15028500000000003 0.056995000000000011 0.054560000000000004 0.092395000000000019 0.10179000000000001 -0.14847499999999997 -1.0000000180025095e-35 -0.06189999999999999 -0.073554999999999995 -0.088554999999999981 -0.10298499999999998 0.10322500000000003 0.001665 -1.0000000180025095e-35 -0.077509999999999982 -0.084999999999999978 -0.021179999999999997 0.090335000000000013 0.036805000000000011 0.086730000000000015 0.085955000000000018 -0.43510999999999994 0.077945 0.084110000000000004 -0.080584999999999976 -0.16318499999999997 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=2 3 4 11 13 6 -4 8 -6 -9 -7 -2 23 14 15 -1 17 -8 19 25 -21 22 -20 24 -12 -18 -13 -23
right_child=1 -3 5 -5 7 10 16 9 -10 -11 12 26 -14 -15 -16 -17 18 -19 21 20 -22 27 -24 -25 -26 -27 -28 -29
leaf_value=0.001971473107526947 0.0011265741179930977 -0.0001623121819755479 0.002602802332915142 0.0016496164312811128 0.0014131275550810687 0.0012441267762974453 0.0021281566715339339 0.0012567661574458206 0.00062769567628388821 0.0019616482327863829 0.0015716537871371802 0.00044033569888121568 0.0014929753766335877 0.0014058934051901658 0.0024444410855208694 0.0012557836965936425 0.002035249917759485 0.0012623089393026426 0.0023012361099685962 0.0027194490148474094 0.0021622471971699427 0.002390730923013974 0.0018258406849351453 0.0022378194994063234 0.0021879901645529593 0.0023100115664265899 0.00088215319987311491 0.0019978194430804301
leaf_weight=61 94 69 69 97 60 53 60 84 71 61 84 80 78 52 73 52 670 55 52 58 78 55 434 84 59 109 63 52
leaf_count=61 94 69 69 97 60 53 60 84 71 61 84 80 78 52 73 52 670 55 52 58 78 55 434 84 59 109 63 52
internal_value=0 0.000857522 0.00190714 0.00106831 0.00154072 0.001999 0.00204864 0.00128509 0.000987694 0.00155354 0.00176428 0.000830246 0.00185456 0.00183703 0.00195738 0.00164243 0.00202506 0.00171435 0.00204873 0.00212229 0.00240013 0.00193517 0.00187678 0.00197866 0.00182618 0.00207374 0.000635219 0.0022001
internal_weight=0 403 2564 334 514 2050 1692 276 131 145 358 237 305 238 186 113 1623 115 1508 915 136 593 486 227 143 779 143 107
internal_count=2967 403 2564 334 514 2050 1692 276 131 145 358 237 305 238 186 113 1623 115 1508 915 136 593 486 227 143 779 143 107
is_linear=0
shrinkage=0.00317166


Tree=2876
num_leaves=29
num_cat=0
split_feature=1 2 12 1 2 150 4 13 2 0 13 4 4 0 13 12 16 12 13 159 4 12 1 51 16 0 12 0
split_gain=76.5276 19.1392 9.35783 5.60285 5.09778 4.32497 3.60239 3.23357 2.6805 2.21269 2.21027 1.93531 1.73804 1.49476 1.46169 2.50887 1.40154 1.8653 2.006 1.80023 1.08037 0.778875 0.575803 0.565258 0.92255 0.508375 0.47709 0.174601
threshold=0.10557500000000002 0.14808000000000002 0.085075000000000026 0.089625000000000024 0.10836000000000003 1.0000000180025095e-35 0.061835000000000008 -0.14847499999999997 -1.0000000180025095e-35 -0.048199999999999993 -0.0023899999999999993 0.27420500000000009 0.024470000000000002 -0.10594499999999998 -0.0079349999999999993 0.088825000000000015 -0.011964999999999998 0.091625000000000012 -0.0029949999999999998 -0.039509999999999997 -0.00045499999999999995 -0.079959999999999989 0.11584000000000001 0.096685000000000007 -0.11158 -0.029849999999999998 0.094860000000000014 -0.080414999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 7 14 22 -1 -2 20 21 -12 16 -14 15 -5 23 19 -19 -18 -6 -10 -4 24 -9 -16 27 -17
right_child=1 -3 6 5 9 -7 -8 12 10 -11 11 -13 13 -15 25 26 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0031336751863699241 0.00054911902667240629 -0.00014528573822908674 0.0024937205664194886 0.0014226767013416051 0.0024399358053945452 0.0014188802011600723 0.0014228638374420978 0.0029695750996681053 0.0011181364501762279 0.001406079577280087 0.0018502974330842357 0.0010742402426682433 0.0024338843441624302 0.0018217279813062253 0.0025549371607803315 0.0021951021011800331 0.0018858717631189874 0.0015524623120959703 0.0023990041866655616 0.0025065072526243176 0.001928252478784493 0.0006102752375809655 0.0020312341968918425 0.0022959579905674262 0.0025373087799363961 0.002170158503548444 0.0024065962349620043 0.0019314077838729327
leaf_weight=66 88 100 52 54 67 94 95 52 62 54 64 61 75 81 91 52 52 55 54 371 102 56 55 86 755 55 65 53
leaf_count=66 88 100 52 54 67 94 95 52 62 54 64 61 75 81 91 52 52 55 54 371 102 56 55 86 755 55 65 53
internal_value=0 0.00110269 0.0013369 0.0023218 0.00239778 0.00201551 0.0018645 0.0024576 0.00101481 0.00195584 0.00118332 0.00147185 0.00242936 0.00211625 0.00216699 0.00200832 0.00246361 0.00233649 0.00197215 0.00243029 0.00213131 0.000877399 0.0022563 0.00253931 0.0025652 0.00241021 0.00219415 0.00206232
internal_weight=0 633 533 2334 1870 464 202 1647 331 223 243 125 1581 156 370 224 1425 532 109 423 169 118 107 893 807 146 170 105
internal_count=2967 633 533 2334 1870 464 202 1647 331 223 243 125 1581 156 370 224 1425 532 109 423 169 118 107 893 807 146 170 105
is_linear=0
shrinkage=0.00310948


Tree=2877
num_leaves=11
num_cat=0
split_feature=1 33 10 39 39 151 1 394 16 4
split_gain=2.97559 1.47451 1.39473 1.26169 0.994356 1.17594 0.938392 1.29779 1.06974 0.630459
threshold=0.15028500000000003 0.082505000000000009 -0.00189 0.098380000000000009 0.084950000000000012 0.072810000000000014 0.08776500000000001 -0.06445999999999999 -0.072904999999999984 0.016670000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -8 -4 -6
right_child=-2 -3 3 -5 9 -7 7 -9 -10 -11
leaf_value=-0.0016093555134535406 -0.0041563496032069628 0.0073025436079144634 0.0034196352129101386 -0.001321600738635904 0.0072632107378144605 0.0056812321585867067 -0.0031840704180194474 0.0016493616663794067 0.0018488157553679919 0.0028792247053773027
leaf_weight=88 69 54 773 87 63 93 56 759 864 61
leaf_count=88 69 54 773 87 63 93 56 759 864 61
internal_value=0 0.00228247 0.00218704 0.00230838 0.00242682 0.002296 0.00216747 0.00131685 0.00259076 0.00510921
internal_weight=0 2898 2844 2756 2669 2545 2452 815 1637 124
internal_count=2967 2898 2844 2756 2669 2545 2452 815 1637 124
is_linear=0
shrinkage=0.0306509


Tree=2878
num_leaves=18
num_cat=0
split_feature=2 15 2 12 16 3 3 0 14 2 41 2 16 47 52 12 15
split_gain=52.3962 28.0104 16.0782 10.3077 7.55726 8.67125 6.84 5.20476 4.63787 4.15129 2.56617 1.64803 1.61321 1.43959 1.40604 1.37232 0.768354
threshold=0.11366500000000002 -0.2987999999999999 0.16002500000000003 -1.0000000180025095e-35 -0.50720999999999983 0.15217000000000003 0.11269500000000002 -0.071879999999999986 0.073890000000000011 0.13554000000000002 1.0000000180025095e-35 0.10523 -0.067654999999999979 0.11230000000000001 -0.41694999999999993 -0.095319999999999988 -0.013439999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 -2 9 8 15 10 12 11 13 -6 -5 -14 -3 -13
right_child=2 3 -4 6 5 -7 -8 -9 -10 -11 -12 16 14 -15 -16 -17 -18
leaf_value=0.00065137755287661642 0.00058709415086901338 0.0024293775965426776 4.0967262213073814e-05 0.0024713865707784543 0.0025857796650192253 0.00066803961925672342 0.0013835351135141898 0.0010652143462920364 0.0030856064908823364 0.0013972044756345729 0.0017793240026209274 0.0018662918351950901 0.0023385004581280514 0.002084906122655608 0.0017048035147856774 0.0018409391179925517 0.002304835008378435
leaf_weight=86 68 53 80 1745 52 62 54 67 92 98 54 59 52 88 73 98 86
leaf_count=86 68 53 80 1745 52 62 54 67 92 98 54 59 52 88 73 98 86
internal_value=0 0.00229489 0.00124174 0.00235386 0.00147886 0.0016587 0.0024147 0.00174588 0.00244091 0.00188194 0.0024117 0.00242895 0.00215015 0.00245285 0.00196867 0.00204768 0.00212661
internal_weight=0 2482 485 2396 405 337 2178 218 2124 275 2032 1978 177 1833 125 151 145
internal_count=2967 2482 485 2396 405 337 2178 218 2124 275 2032 1978 177 1833 125 151 145
is_linear=0
shrinkage=0.00293013


Tree=2879
num_leaves=13
num_cat=0
split_feature=44 39 457 14 0 0 41 149 49 49 51 0
split_gain=1.12743 0.980046 0.804513 0.711768 1.40537 1.09779 0.770112 0.78114 0.692956 1.32043 0.559452 0.533775
threshold=0.081835000000000019 0.098380000000000009 0.11596500000000001 0.073890000000000011 -0.12368999999999998 -0.14259999999999998 0.081670000000000006 0.077335000000000015 0.0033550000000000003 -0.0019649999999999997 0.11024000000000002 -0.068189999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 7 10 9 -1 -6 -3
right_child=-2 11 -4 -5 6 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.00014679158547649957 0.0072619825714200685 0.001417301577452088 0.0061812859442087996 0.0050411797137936611 0.0025739597458754549 -0.0041518280928270444 -0.0011673641939656922 0.0064882887634203331 -0.0022559148382613804 0.0065042730317643486 0.00033112574663694556 -0.0029076084858903391
leaf_weight=96 52 69 62 103 2097 61 66 56 54 53 136 62
leaf_count=96 52 69 62 103 2097 61 66 56 54 53 136 62
internal_value=0 0.00223151 0.00236614 0.0022791 0.00217034 -0.000169726 0.00243282 0.00253678 0.00102509 0.0022166 0.00243752 -0.000626845
internal_weight=0 2915 2784 2722 2619 264 2355 2289 203 149 2233 131
internal_count=2967 2915 2784 2722 2619 264 2355 2289 203 149 2233 131
is_linear=0
shrinkage=0.0338411


Tree=2880
num_leaves=26
num_cat=0
split_feature=4 39 2 13 42 13 4 2 133 2 0 4 0 1453 475 2 49 50 0 52 42 4 16 16 4
split_gain=28.3031 11.5051 7.35114 4.90333 4.48227 4.80955 3.06388 2.53796 2.20184 1.89086 1.88103 1.96822 1.83963 1.45857 1.6868 1.54273 1.58005 1.34699 1.33055 1.16464 0.920606 0.674258 0.667405 1.47334 0.453122
threshold=0.31392000000000003 0.08252000000000001 0.10523 -0.094609999999999986 -0.044384999999999994 -0.0094049999999999984 -0.032169999999999997 0.094985000000000014 0.031880000000000012 0.072175000000000017 -0.10147999999999999 0.42642000000000008 -0.037444999999999992 -0.0017099999999999999 -0.088544999999999985 0.08895500000000002 -0.032624999999999994 0.089430000000000023 -0.063509999999999983 0.094885000000000011 0.087325000000000014 -0.080584999999999976 -0.04040499999999999 0.0054050000000000009 -0.075169999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 -3 7 19 -6 -8 17 11 -2 -12 -11 -15 20 -17 18 22 -5 -16 -19 -1 -24 -23
right_child=10 4 3 6 5 -7 8 -9 -10 13 12 -13 -14 14 15 16 -18 21 -20 -21 -22 24 23 -25 -26
leaf_value=0.0016673477203344124 0.00091016117182357006 0.0020309132232902084 0.00096961477349274473 0.0022920403215347567 0.0018507783187086413 0.0002419521711847127 0.0011542902630449596 0.00094387189428747392 0.0018606058194967194 0.0025100517126176209 0.00047904239027880341 0.0016611873098352284 0.0010945498538417388 0.0015608232686161467 0.0022717197875281358 0.0015589043187538229 0.0020588345350914233 0.0024036270511396808 0.0013390702521289561 0.0017362817812973748 0.0019996791987406054 0.0017960316415792067 0.0022554859254113975 0.0016860920716254483 0.0021390784302943509
leaf_weight=98 76 53 87 100 53 52 85 63 80 85 101 57 82 53 557 67 514 52 53 55 149 63 90 81 89
leaf_count=98 76 53 87 100 53 52 85 63 80 85 101 57 82 53 557 67 514 52 53 55 149 63 90 81 89
internal_value=0 0.00192284 0.0019852 0.00161216 0.00125734 0.00101311 0.00178675 0.00135851 0.00149694 0.002063 0.000955994 0.00123227 0.000755021 0.00212086 0.00209615 0.00211817 0.00200124 0.00190618 0.00178272 0.00209505 0.00221435 0.00210089 0.00187001 0.00198596 0.00199711
internal_weight=0 2579 2358 407 221 168 320 116 165 1951 316 133 183 1425 1340 1287 581 526 322 155 706 204 269 171 152
internal_count=2895 2579 2358 407 221 168 320 116 165 1951 316 133 183 1425 1340 1287 581 526 322 155 706 204 269 171 152
is_linear=0
shrinkage=0.0030485


Tree=2881
num_leaves=27
num_cat=0
split_feature=1 3 4 2 2 158 2 0 4 39 11 1 39 3 0 0 0 48 0 15 12 42 484 15 4 42
split_gain=31.6456 6.34774 3.57896 3.10039 6.0581 2.48313 2.46674 2.46402 2.20505 2.10524 1.87284 1.98976 1.98841 1.8011 1.23586 1.17217 1.12884 0.975661 0.902604 0.895347 0.771009 0.746607 0.702843 0.463979 0.415243 0.282346
threshold=0.10471000000000001 -0.069049999999999986 0.046185000000000004 -1.0000000180025095e-35 0.13631000000000001 0.019155000000000002 0.10523 -0.10594499999999998 0.24814500000000003 0.092310000000000017 1.0000000180025095e-35 0.080320000000000016 0.0039300000000000003 -0.088174999999999989 -0.098064999999999986 -0.084514999999999993 -0.064509999999999984 0.10327000000000001 -0.071749999999999994 -0.079504999999999978 0.10266500000000002 -0.012479999999999998 -0.067754999999999996 -0.097144999999999981 0.078235000000000013 -0.048604999999999988
decision_type=2 2 2 2 2 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 -3 7 8 16 19 21 -6 11 14 13 -13 -1 -12 -2 20 22 -5 23 -4 -15 -16 -23 -22
right_child=1 3 5 4 9 -7 -8 -9 -10 -11 15 12 -14 18 17 -17 -18 -19 -20 -21 25 24 -24 -25 -26 -27
leaf_value=0.0024949041066371926 0.0022495327381630665 0.00056642280199570088 0.0013906848542868399 0.0010731472030255887 0.00096586127903266095 0.0020778997026601217 0.001309426195564382 0.0019564585149918802 0.00096327492116090056 0.00020771043773871141 0.0026416013543479212 0.001442058312013502 0.0012879862117337682 0.002230018896478423 0.0023501125949646358 0.0020643392874136876 0.0016453391882342643 0.0016500382313760164 0.0022522443755326289 0.0015702798518865792 0.0016793405933317031 0.0016266915586107835 0.0018499168749286621 0.0020724959542011128 0.0019962853753858877 0.0019691895758589149
leaf_weight=57 58 102 58 88 86 97 99 67 52 53 68 66 52 52 59 60 54 55 85 52 57 56 299 937 56 70
leaf_count=57 58 102 58 88 86 97 99 67 52 53 68 66 52 52 59 60 54 55 85 52 57 56 299 937 56 70
internal_value=0 0.00122645 0.00197183 0.00102496 0.00116004 0.00167812 0.00165411 0.00148424 0.0015033 0.000677012 0.00202069 0.00199559 0.00184622 0.00190398 0.00206257 0.00237126 0.00195851 0.00204162 0.00197383 0.00125802 0.00206077 0.0016683 0.00190632 0.00208897 0.00181177 0.00183935
internal_weight=0 659 2236 448 346 319 211 207 222 139 1917 1789 554 502 1235 128 112 1178 436 140 1123 170 351 996 112 127
internal_count=2895 659 2236 448 346 319 211 207 222 139 1917 1789 554 502 1235 128 112 1178 436 140 1123 170 351 996 112 127
is_linear=0
shrinkage=0.00298873


Tree=2882
num_leaves=24
num_cat=0
split_feature=1 3 1 39 3 3 3 1 49 16 151 16 16 160 3 13 124 0 0 3 43 0 3
split_gain=78.4517 20.3861 7.29424 5.72271 4.38829 4.70374 3.20157 2.83268 2.71718 2.54955 2.46416 2.14712 1.97485 1.79254 1.59699 1.26909 1.20854 1.14904 1.32722 1.45572 0.65642 0.623109 0.414689
threshold=0.10442000000000001 -0.055389999999999988 0.090540000000000023 0.082115000000000007 0.3148450000000001 0.085880000000000012 -0.14186499999999996 0.122715 0.12001000000000002 0.024125000000000004 -0.0017399999999999998 -0.092354999999999979 -0.080004999999999979 -0.071204999999999991 -0.11211999999999998 -0.013049999999999997 -0.082254999999999981 -0.14534499999999997 -0.10594499999999998 -0.074959999999999985 -0.04133499999999999 -0.074679999999999983 -0.08322499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 6 12 5 9 15 11 14 16 -7 -2 -4 -14 -8 -1 -3 -16 -19 -20 -15 -22 -13
right_child=1 4 3 -5 -6 10 8 -9 -10 -11 -12 22 13 20 17 -17 -18 18 19 -21 21 -23 -24
leaf_value=0.0037754236178022971 0.0021072627948457525 0.001309088821964772 0.0022310121376807545 0.0016391006282715549 0.00067561770859284422 0.0013479909651008541 0.0024282988019268528 0.0017902573085814334 0.002361584636877738 0.0017078329790106859 0.002157736901960112 0.0026199594300453754 0.0022934355458851634 0.0026491807464574489 0.0032801215157924044 0.0031119021183432772 0.0007407358464503502 0.0025454923990717517 0.0029945416339923476 0.0027551594163599757 0.0032884274091028866 0.0028587816639978839 0.0029782407820453322
leaf_weight=52 61 52 81 61 83 54 56 55 80 53 90 61 55 61 88 53 95 79 1147 288 52 78 60
leaf_count=52 61 52 81 61 83 54 56 55 80 53 90 61 55 61 88 53 95 79 1147 288 52 78 60
internal_value=0 0.00168348 0.00285386 0.00248087 0.00129316 0.00144207 0.00293237 0.00238656 0.00290163 0.00114511 0.0018543 0.00256659 0.0026378 0.00277162 0.00292767 0.00344081 0.000942003 0.00294511 0.00292562 0.00294652 0.00290915 0.00303089 0.00279788
internal_weight=0 664 2231 388 427 344 1843 237 1738 200 144 182 327 246 1658 105 147 1602 1514 1435 191 130 121
internal_count=2895 664 2231 388 427 344 1843 237 1738 200 144 182 327 246 1658 105 147 1602 1514 1435 191 130 121
is_linear=0
shrinkage=0.00298873


Tree=2883
num_leaves=19
num_cat=0
split_feature=48 52 150 49 49 1 132 130 1 1 1 160 1210 130 43 129 42 129
split_gain=1.81171 0.936773 0.771686 0.939915 0.837118 0.788137 1.89198 1.07845 1.00165 1.17663 1.10924 0.743356 0.568732 0.563528 0.44141 0.407086 0.378473 0.147059
threshold=0.12036500000000001 -1.0000000180025095e-35 0.10980500000000001 -0.14998499999999998 -0.054684999999999991 0.080320000000000016 -0.054994999999999995 -0.073954999999999979 0.10877000000000002 0.11374000000000002 0.10557500000000002 0.062030000000000009 -0.076894999999999977 0.085400000000000018 -0.082579999999999987 0.081400000000000014 -0.079234999999999986 0.097760000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 11 -7 -8 10 -10 -9 12 -5 14 -13 16 -14 -17
right_child=1 -3 4 5 -6 6 7 8 9 -11 -12 13 15 -15 -16 17 -18 -19
leaf_value=0.0077382705755102716 0.0024446070929636026 -0.0030404331684630915 0.0042962739602363745 0.0059345304119078754 -0.00078538381582095621 -0.0024285179525982566 -0.0011714509331834182 0.0031140958196671101 0.0089750667549453687 0.0039700872381031437 -0.0013571718962070783 0.004542342684428562 0.0054004750121197116 0.0029931963952803445 0.0079216812127184226 0.00068056696175908629 0.0034470569948071581 0.0028189601903034754
leaf_weight=54 60 67 53 103 87 65 55 616 58 275 62 65 115 60 102 64 866 68
leaf_count=54 60 67 53 103 87 65 55 616 58 275 62 65 115 60 102 64 866 68
internal_value=0 -0.000446395 0.00344643 0.00356938 0.00113596 0.00348179 0.00285044 0.00317264 0.0034093 0.00484285 0.00270472 0.0039764 0.00366289 0.00565435 0.00660841 0.00345236 0.0036764 0.00178474
internal_weight=0 127 2768 2628 140 2574 1131 1066 1011 333 678 1443 1216 227 167 1113 981 132
internal_count=2895 127 2768 2628 140 2574 1131 1066 1011 333 678 1443 1216 227 167 1113 981 132
is_linear=0
shrinkage=0.0318892


Tree=2884
num_leaves=19
num_cat=0
split_feature=48 4 11 2 9 9 12 4 4 2 130 4 4 475 133 159 16 12
split_gain=1.25333 1.3321 1.01531 0.99937 1.65528 1.08308 0.645413 1.23069 0.640825 0.560139 1.21905 1.03617 1.0457 0.777663 0.461142 0.483536 0.253774 0.184987
threshold=0.12036500000000001 0.028075000000000006 1.0000000180025095e-35 -0.007134999999999999 -0.075899999999999981 0.085785000000000014 0.098785000000000012 -0.10023999999999998 -0.17568999999999999 0.08895500000000002 -1.0000000180025095e-35 0.5124550000000001 0.0051950000000000008 -0.08663499999999999 0.51296000000000008 0.10442000000000001 0.19384500000000002 0.087625000000000022
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 7 17 16 13 -11 12 -12 -10 15 -15 -5 -4
right_child=1 -3 6 8 5 -7 -8 -9 9 10 11 -13 -14 14 -16 -17 -18 -19
leaf_value=0.0050375371205699541 0.0030902189796594352 -0.0037068388818533786 0.002790820501679914 0.0070432683704700003 -0.0054980427039609831 0.0012050459969809673 0.0022088600380733366 0.010465129477479787 -0.000599901967712683 -0.0015284537163049194 0.0032841315399060743 0.0070821389988773454 0.00099924151937226795 0.0038365789468640501 0.00050189114779259215 0.0010882045941491558 0.0039796662752464695 0.0056097126353831421
leaf_weight=53 62 65 52 53 53 53 59 52 53 85 539 54 374 1036 54 76 70 52
leaf_count=53 62 65 52 53 53 53 59 52 53 85 539 54 374 1036 54 76 70 52
internal_value=0 -0.000385801 0.0029824 0.00279771 0.00024818 -0.00214316 0.00517395 0.0062931 0.00296689 0.00284022 0.00227826 0.00261324 0.00234854 0.00332491 0.00350361 0.00364906 0.00530263 0.00420367
internal_weight=0 127 2768 2553 159 106 215 156 2394 2271 1052 967 913 1219 1166 1112 123 104
internal_count=2895 127 2768 2553 159 106 215 156 2394 2271 1052 967 913 1219 1166 1112 123 104
is_linear=0
shrinkage=0.0331775


Tree=2885
num_leaves=16
num_cat=0
split_feature=1 15 483 12 3 1 3 3 3 15 156 1 12 133 3
split_gain=1.5577 1.15335 1.16671 1.19606 1.03744 1.257 1.10695 0.772908 1.1281 1.88377 1.54372 0.732292 0.525152 0.391864 0.423429
threshold=0.13707500000000003 -0.45371999999999996 0.085850000000000024 0.084355000000000013 -0.15500999999999998 0.10174000000000001 -0.14186499999999996 0.11745500000000002 -0.012504999999999997 -0.0039399999999999991 0.088735000000000022 0.11287500000000002 -0.032329999999999991 0.085515000000000022 -0.079634999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 -6 8 10 -10 -8 -9 -2 14 -5
right_child=12 2 3 13 6 -7 7 11 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.0014241159263378511 0.00089055196982992823 -0.0032651964188332165 0.0092029417423550013 0.0071954878289281904 0.0071517124396205346 0.0031989854776461007 0.0026175179787769126 -0.0033672641845686707 0.0025302090507852248 0.0086058255720860982 -0.0013871074951963187 0.0024658196941178133 -0.0031516112942974973 0.0016935616483920092 0.0026817026122528246
leaf_weight=91 87 87 65 55 68 70 1668 55 180 104 134 56 79 83 53
leaf_count=91 87 87 65 55 68 70 1668 55 180 104 134 56 79 83 53
internal_value=0 0.00254916 0.00268431 0.00499136 0.0024403 -0.000380635 0.00263601 0.00249607 0.00265147 0.00475643 0.00231951 -0.000420993 -0.00103082 0.0035561 0.00498394
internal_weight=0 2769 2678 256 2422 157 2265 2197 2086 284 1802 111 166 191 108
internal_count=2935 2769 2678 256 2422 157 2265 2197 2086 284 1802 111 166 191 108
is_linear=0
shrinkage=0.0359124


Tree=2886
num_leaves=25
num_cat=0
split_feature=1 1 123 150 2 150 3 15 2 2 0 3 3 52 3 51 16 52 1446 50 3 13 1 1
split_gain=76.9403 13.4996 10.1846 9.59268 5.97288 4.92134 4.31065 4.88622 3.83716 3.76885 2.89815 2.20957 1.64728 1.55521 1.50501 1.50332 1.71546 4.73631 0.854584 1.36138 1.34254 0.886831 0.816514 0.751054
threshold=0.10921500000000002 0.13130500000000003 1.0000000180025095e-35 0.085425000000000015 0.095850000000000005 1.0000000180025095e-35 0.28833000000000003 -0.15973499999999999 0.13226500000000005 1.0000000180025095e-35 -0.14867499999999997 0.084670000000000009 -0.076189999999999994 -0.081164999999999987 -0.12077499999999998 0.046060000000000011 0.31625000000000009 0.024870000000000003 0.084275000000000017 0.11863000000000001 -0.01223 -0.083849999999999994 0.087545000000000026 0.11706000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 10 8 7 -3 15 12 11 -1 -2 -4 -12 16 17 -6 19 20 -16 -20 -18 -11
right_child=1 6 13 -5 5 -7 -8 -9 -10 23 14 -13 -14 -15 18 -17 22 -19 21 -21 -22 -23 -24 -25
leaf_value=0.0032632102651103372 0.0024869623870617972 0.00024805072482739693 0.0016961092786798764 0.00042795705586242951 0.001580808956134671 0.0011898465676952032 -0.00015023823882198825 0.0013412135044158038 0.0013449717622937398 0.0010776926184435519 0.0019766338866571654 0.0024286348437708109 0.0017337776738005702 0.00097442504689288715 0.0023529978539468237 0.0026402814991998993 0.0022007485553815565 0.0023693648342471424 0.0028005155901851754 0.0018853981185843814 0.00284724014288479 0.00232912839923887 0.0026788884889051923 0.0015756252186328334
leaf_weight=60 56 88 59 71 131 58 80 67 53 57 93 59 53 53 1219 66 72 155 87 56 54 67 64 57
leaf_count=60 56 88 59 71 131 58 80 67 53 57 93 59 53 53 1219 66 72 155 87 56 54 67 64 57
internal_value=0 0.000969031 0.00225323 0.00140447 0.00229708 0.00203504 0.000424131 0.000720789 0.00212559 0.00171523 0.00238966 0.0028497 0.00212103 0.00135489 0.0023549 0.00221031 0.00214298 0.00200829 0.0023786 0.00235343 0.00237399 0.00259564 0.00242599 0.00132694
internal_weight=0 529 2406 294 2294 599 235 155 541 223 1695 119 109 112 1576 488 422 286 1483 1329 1273 154 136 114
internal_count=2935 529 2406 294 2294 599 235 155 541 223 1695 119 109 112 1576 488 422 286 1483 1329 1273 154 136 114
is_linear=0
shrinkage=0.0030485


Tree=2887
num_leaves=24
num_cat=0
split_feature=4 2 3 376 3 0 3 3 2 2 15 15 0 3 15 0 51 52 2 0 52 4 4
split_gain=77.2906 25.9746 11.9381 6.49307 5.7687 4.81233 3.92893 3.60922 3.57447 2.62577 2.60038 2.77101 2.12056 2.08982 1.28584 1.12465 1.08547 1.11668 1.31024 0.928446 0.561785 0.414952 0.391006
threshold=0.31392000000000003 0.13447000000000003 -0.067549999999999985 0.076485000000000011 0.11745500000000002 -0.105195 0.12478500000000002 0.0012800000000000001 0.10100500000000003 0.15305000000000002 -0.0025249999999999995 -0.11532999999999999 -0.14867499999999997 -0.012504999999999997 -0.033234999999999994 -0.018054999999999998 -0.095799999999999982 -0.52575499999999986 0.090085000000000012 -0.14385499999999998 -0.10337499999999998 -0.014854999999999998 -0.27577999999999997
decision_type=2 2 2 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 10 6 -2 15 12 -3 11 -4 -1 -12 20 -7 21 -18 -19 -13 -10 -14 -16
right_child=5 9 3 -5 -6 7 -8 -9 14 -11 13 19 16 -15 22 -17 17 18 -20 -21 -22 -23 -24
leaf_value=0.0033926022141985931 0.0018918508669668007 0.0016711476825686912 0.0029413749190276995 0.001539899936490403 0.0015930250915860865 0.00073102223951472859 0.00083028150505855551 0.00014890359768456713 0.0024363589274116995 0.0008136122770179508 0.0024438403854095559 0.0018958368781757306 0.0023212418949159711 0.0031232508788622687 0.0025051545113482006 0.0013320539573112612 0.0032545942107446478 0.0028618446411410527 0.0026466488904464641 0.0023358696733235423 0.0020330900768061743 0.0027050678364847315 0.0028618829588967524
leaf_weight=58 76 73 57 88 65 57 53 67 62 57 70 65 53 98 63 55 54 1130 332 132 65 52 53
leaf_count=58 76 73 57 88 65 57 53 67 62 57 70 65 53 98 63 55 54 1130 332 132 65 52 53
internal_value=0 0.00259835 0.00266617 0.00228803 0.00242315 0.00101565 0.00145595 0.000698165 0.00277928 0.0012954 0.00255094 0.0023594 0.00282843 0.00284035 0.00243953 0.00102646 0.00280823 0.00282875 0.002813 0.00219084 0.00223021 0.00251163 0.00266842
internal_weight=0 2627 2497 575 487 308 129 179 1922 130 422 254 1679 168 243 112 1621 1516 1462 197 127 105 116
internal_count=2935 2627 2497 575 487 308 129 179 1922 130 422 254 1679 168 243 112 1621 1516 1462 197 127 105 116
is_linear=0
shrinkage=0.00298873


Tree=2888
num_leaves=19
num_cat=0
split_feature=4 12 13 149 48 15 50 482 150 1213 133 132 51 51 43 1 51 2
split_gain=1.72909 1.40714 1.97881 1.1548 1.06442 0.929173 0.779423 0.894048 1.26252 0.743383 1.31445 0.791895 0.642388 1.03471 1.02815 0.54223 0.424753 0.284795
threshold=0.31392000000000003 0.099170000000000022 -0.15462999999999996 0.080585000000000004 -0.087924999999999989 -0.46645999999999993 0.067370000000000013 0.11043500000000002 0.10980500000000001 0.085475000000000009 -0.0085699999999999995 0.11741000000000001 0.11515500000000002 0.086575000000000027 -0.055679999999999993 0.12829500000000002 -0.032999999999999995 0.085785000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -4 7 8 9 11 -11 -6 13 16 -14 -7 -8 -18
right_child=1 -3 5 -5 6 15 12 -9 -10 10 -12 -13 14 -15 -16 -17 17 -19
leaf_value=0.0072821786031418501 0.0060295161492887476 -0.0045980782958129941 0.0026648128535254122 -0.0020490883379126125 0.0027876120785247567 -0.00032699438028473653 0.0011087760909245844 0.0062244499990946091 -0.0022124259969051635 0.0027102343676987856 -0.0036158311357452231 -0.0012113226668436785 0.0047828457868689268 0.0082748963474832665 -0.00079093826483911801 -0.004691599498735953 0.0037211340296269177 0.0061839996847248167
leaf_weight=56 66 54 64 52 1638 72 54 64 63 89 57 54 68 64 72 52 232 64
leaf_count=56 66 54 64 52 1638 72 54 64 63 89 57 54 68 64 72 52 232 64
internal_value=0 0.000168827 0.00118363 0.00274606 0.00284303 -0.000515738 0.00274421 0.00243992 0.00231232 0.00246761 0.000238091 0.00265978 0.00382288 0.0044676 0.00191385 -0.00216011 0.00377042 0.00425482
internal_weight=0 308 254 2627 2575 188 2519 1965 1901 1838 146 1692 554 414 140 124 350 296
internal_count=2935 308 254 2627 2575 188 2519 1965 1901 1838 146 1692 554 414 140 124 350 296
is_linear=0
shrinkage=0.032527


Tree=2889
num_leaves=18
num_cat=0
split_feature=4 1 3 1 123 12 4 0 3 15 14 1 15 3 15 0 4
split_gain=34.1274 10.8581 5.19403 2.52387 2.51058 2.29459 1.91556 3.11321 2.52696 1.70297 1.47955 1.25243 1.20373 1.08711 1.06679 0.256542 0.0442097
threshold=0.31392000000000003 0.10359500000000001 -0.036264999999999992 0.13130500000000003 1.0000000180025095e-35 0.11878500000000002 -0.50810499999999992 -0.060094999999999989 -0.10690999999999999 -0.077474999999999988 0.064610000000000015 0.117245 -0.41725999999999991 0.084670000000000009 -0.18498499999999998 -0.051824999999999989 -0.027724999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 14 5 6 -1 10 -9 -4 13 16 -5 -8 -2 -11 -3
right_child=3 2 9 12 -6 -7 7 8 -10 15 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0024250040285439855 0.0011523187039919362 0.0019492789769890086 0.0005966838763928696 0.00058707449625253151 0.0013108321221745817 0.0013411413593924237 0.0019068268902236321 0.00096516320308572337 0.0017612768562769647 0.0013438910004603378 0.0023356493237932166 0.0013587196069305826 0 0.0015220826097688636 0.00063246989243390204 0.0010301485558714234 0.0018035625751219083
leaf_weight=63 96 52 87 96 81 77 1714 62 103 52 76 81 52 75 64 52 52
leaf_count=63 96 52 87 96 81 77 1714 62 103 52 76 81 52 75 64 52 52
internal_value=0 0.00176796 0.00127854 0.000673729 0.0018497 0.0018698 0.00188923 0.00187259 0.00146233 0.000918471 0.00190887 0.00165011 0.000380685 0.00189072 0.000944587 0.00118734 0.00187674
internal_weight=0 2627 376 308 2251 2170 2093 2030 165 191 1865 185 148 1789 160 104 104
internal_count=2935 2627 376 308 2251 2170 2093 2030 165 191 1865 185 148 1789 160 104 104
is_linear=0
shrinkage=0.00310948


Tree=2890
num_leaves=15
num_cat=0
split_feature=3 14 150 1 156 457 12 403 150 13 1453 1186 43 43
split_gain=2.54394 0.850908 0.800147 0.766409 1.6398 1.59691 1.28744 1.29456 1.20986 0.920049 0.902054 0.71138 0.669278 0.377238
threshold=0.3148450000000001 0.073890000000000011 0.12660500000000002 1.0000000180025095e-35 0.090560000000000015 0.079020000000000021 -0.083979999999999985 0.085070000000000021 0.084525000000000003 -0.15122999999999998 -0.067664999999999989 0.021560000000000003 0.066620000000000026 -0.078949999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 6 13 9 -7 -8 -1 12 -12 -5
right_child=-2 -3 -4 5 -6 8 7 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.0012336429839892129 -0.0032498596664370539 0.0050858358273152679 0.005960183463269376 -0.0032623028141656385 -0.0023324046661227118 -0.0059376000613937437 -0.001409087286957329 -0.0024046252623285448 0.00048056868896231635 0.0026910441380580867 0.0023671796558467195 0.0060594814693299527 0.0045296517945057433 0.00048932393383712292
leaf_weight=60 97 98 53 62 73 52 62 63 77 854 1105 69 176 52
leaf_count=60 97 98 53 62 73 52 62 63 77 854 1105 69 176 52
internal_value=0 0.00210509 0.00199905 0.00192131 0.00241859 0.00131754 0.00172167 0.00210276 -0.00210391 0.00241315 0.00266481 0.00283833 0.00266456 -0.00154799
internal_weight=0 2856 2758 2705 1483 1222 1093 979 129 916 1410 1350 1281 114
internal_count=2953 2856 2758 2705 1483 1222 1093 979 129 916 1410 1350 1281 114
is_linear=0
shrinkage=0.032527


Tree=2891
num_leaves=10
num_cat=0
split_feature=3 453 49 51 51 3 376 448 0
split_gain=1.75994 0.659315 0.995732 1.71435 0.796245 0.681299 0.601877 0.484836 0.56774
threshold=0.3148450000000001 0.086430000000000021 0.119245 -0.40775499999999992 -0.19656999999999999 -0.073614999999999986 0.085090000000000013 -0.051724999999999993 -0.18713499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 7 -6 -9
right_child=-2 -3 5 4 6 -7 -8 8 -10
leaf_value=0.0074059577920466682 -0.0030439512133180208 0.0059842148547516296 0.0017445827396296309 -0.0016350350475215264 -0.00064008111710495185 -0.003360120009344509 0.0057337231672599338 0.0047727123474974511 0.0019075449615337107
leaf_weight=78 97 54 63 83 95 79 57 97 2250
leaf_count=78 97 54 63 83 95 79 57 97 2250
internal_value=0 0.00197174 0.00189427 0.00205387 0.00189204 -0.0010926 0.00200934 0.00192224 0.00202613
internal_weight=0 2856 2802 2660 2582 142 2499 2442 2347
internal_count=2953 2856 2802 2660 2582 142 2499 2442 2347
is_linear=0
shrinkage=0.0366306


Tree=2892
num_leaves=31
num_cat=0
split_feature=1 1 3 457 15 1 12 151 3 159 1452 1456 48 151 48 1 15 15 15 15 3 475 3 43 42 12 15 12 3 42
split_gain=36.7621 6.60056 4.95007 4.4707 3.34014 2.33581 1.79526 1.54738 1.47087 1.46137 0.947007 0.939829 1.10226 0.927371 0.878328 0.847863 0.831359 0.805573 1.4521 1.39418 1.04808 0.84149 0.713813 0.969424 0.587446 0.578871 0.48678 0.380479 0.219566 0.214433
threshold=0.11690500000000002 0.095920000000000019 -0.063264999999999988 0.081330000000000013 -0.013439999999999999 0.14684500000000003 0.091495000000000007 -0.03268999999999999 0.093925000000000022 0.087360000000000007 0.086470000000000005 -0.090374999999999997 0.088825000000000015 -1.0000000180025095e-35 0.078735000000000013 0.12419000000000001 -0.12272499999999999 1.0000000180025095e-35 0.096415000000000015 -0.10981499999999998 -0.080054999999999987 -0.058009999999999992 -0.087864999999999985 -0.07409499999999998 -0.027559999999999998 -0.085124999999999992 0.10695 0.094305000000000014 -0.067814999999999986 0.081605000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 15 4 9 7 8 -4 10 13 11 -1 14 -3 -13 -2 -14 19 20 -8 24 -21 -23 -24 -19 -9 -20 -6 -28 -15
right_child=2 3 5 -5 27 -7 17 25 -10 -11 -12 12 16 29 -16 -17 -18 18 26 21 -22 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0015202295109824323 0.0015693099511021348 0.0011269685377751578 0.00024019067009102305 0.00077931744608122834 0.0020479488361660188 6.8915752827242941e-05 0.0020345988140409769 0.0010843271344218074 0.0014086786410500332 0.00087755438167437679 0.0023009050919567137 0.0019133762580211128 0.0019256719204129632 0.0014865511414965439 0.0022787032730701368 0.0010211109746344337 0.0014163572468685549 0.0020029779886731234 0.001334190906332466 0.001831390191221111 0.0023343207524971835 0.0011090173485807458 0.0018435831570892808 0.0013299357287925736 0.0016062201540466845 0.00069489920408767646 0.0015522943797255458 0.0017481470346736101 0.0018385511638037263 0.0017474849537355917
leaf_weight=63 53 56 52 83 79 77 52 60 59 53 54 1052 52 70 66 53 72 81 54 53 53 58 53 99 63 89 53 84 52 55
leaf_count=63 53 56 52 83 79 77 52 60 59 53 54 1052 52 70 66 53 72 81 54 53 53 58 53 99 63 89 53 84 52 55
internal_value=0 0.00174622 0.000734784 0.00142355 0.00155815 0.000520862 0.00182035 0.000693834 0.00188202 0.00132431 0.00190255 0.00188604 0.00190457 0.00145495 0.00193497 0.00129552 0.0016302 0.00168995 0.00178999 0.00157679 0.00196557 0.00148615 0.00139887 0.00150925 0.00182962 0.000851934 0.00157225 0.00189365 0.00169437 0.00160162
internal_weight=0 2569 384 480 397 278 2089 201 1418 234 1359 1305 1242 181 1118 106 124 671 356 315 197 263 210 152 144 149 159 163 105 125
internal_count=2953 2569 384 480 397 278 2089 201 1418 234 1359 1305 1242 181 1118 106 124 671 356 315 197 263 210 152 144 149 159 163 105 125
is_linear=0
shrinkage=0.0030485


Tree=2893
num_leaves=24
num_cat=0
split_feature=1 3 1 4 1 4 14 0 0 457 1 4 0 3 43 4 160 157 0 4 131 4 4
split_gain=91.032 12.9644 8.40995 7.30424 4.38286 4.31453 4.08123 4.10193 5.06165 3.75409 3.28282 2.74769 4.06814 2.2572 2.50681 1.8056 1.15139 0.980845 0.954785 0.900118 0.64987 0.514966 0.513311
threshold=0.10921500000000002 -0.049204999999999992 0.095920000000000019 -0.021269999999999997 0.11768500000000003 0.25367000000000006 0.073890000000000011 -0.10071499999999999 -0.075914999999999996 0.048350000000000011 0.083670000000000008 -0.44205499999999992 -0.031129999999999998 0.35004500000000011 -0.025079999999999995 0.020110000000000006 0.052555000000000011 -0.091004999999999989 -0.091069999999999984 -0.027724999999999996 0.089305000000000009 -0.16523499999999997 0.10686000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 21 -3 20 7 10 15 22 16 -10 19 14 -6 17 -1 -9 -19 -13 -2 -4 -5
right_child=1 4 3 9 13 -7 -8 8 11 -11 -12 12 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0021332404011201243 0.0017884665627301139 0.0012447065547050644 0.0026479789340152558 0.0020565718497497429 0.00027539438268702637 0.0011046156213201977 0.0031660314114509785 0.0022270689473673187 0.002761396400781295 0.0008943432428652865 0.0015425331465454195 0.0023957934240666371 0.0014157914354356535 -3.4962645182343669e-05 0.00098675904991190862 0.0021737439931369673 0.0027026358223992447 0.0029001056769197256 0.0026296322046232756 0.0020488184882488827 0.0022649021651751722 0.0022738968885489016 0.0016275921426177947
leaf_weight=98 52 91 73 59 98 80 84 53 80 61 76 204 65 68 94 85 54 147 1028 115 62 74 52
leaf_count=98 52 91 73 59 98 80 84 53 80 61 76 204 65 68 94 85 54 147 1028 115 62 74 52
internal_value=0 0.00101387 0.0024213 0.00195057 0.000657174 0.00165907 0.00249316 0.00246496 0.00251542 0.00151508 0.00207149 0.00223576 0.00212617 0.00045141 0.00062384 0.00261423 0.00233574 0.00264469 0.0026635 0.00227081 0.00204787 0.00245989 0.00185591
internal_weight=0 545 2408 319 351 194 2089 2005 1777 172 228 464 384 260 192 1313 152 1228 1175 319 114 147 111
internal_count=2953 545 2408 319 351 194 2089 2005 1777 172 228 464 384 260 192 1313 152 1228 1175 319 114 147 111
is_linear=0
shrinkage=0.00310948


Tree=2894
num_leaves=27
num_cat=0
split_feature=2 12 2 457 9 2 2 14 13 12 0 52 52 52 52 52 43 43 12 2 130 12 12 484 12 0
split_gain=32.5169 17.3454 4.81414 4.79702 4.59158 5.43781 3.90892 2.52716 2.29775 1.97175 2.51234 1.35829 4.03475 1.3461 1.278 3.58037 0.928148 0.793765 0.724174 1.4118 0.667276 0.601784 0.566606 0.543432 0.460657 0.383923
threshold=0.13388500000000003 0.078120000000000009 -0.10238999999999998 0.096135000000000012 -1.0000000180025095e-35 0.10859000000000001 0.097005000000000022 0.076450000000000004 -0.09219999999999999 0.091290000000000024 -0.050249999999999996 -0.10337499999999998 0.024870000000000003 -0.065394999999999995 -0.092084999999999986 -0.069059999999999996 -1.0000000180025095e-35 -0.10761 0.083885000000000015 0.084725000000000009 0.089415000000000008 0.097145000000000023 0.10621000000000001 0.084470000000000017 0.09227500000000001 -0.073574999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 14 7 9 -2 17 20 21 -13 -10 -6 -16 -7 -3 19 -19 24 -8 25 -20 -11 -14
right_child=8 6 3 -5 5 16 11 -9 13 10 -12 12 22 -15 15 -17 -18 18 23 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00067727495566216448 0.00033517614573117254 0.0025344714492313999 0.001022992944600498 0.00075381421572456495 0.0023860455662381426 0.0010223455945766937 0.0022371363061613036 0.0027837708863640417 0.00060660727475029066 0.0017919948732323429 0.0013757752253856959 0.0012135706198291042 0.0020583533608142051 0.0012169903311818682 0.0012532277712433426 0.0021553585969582545 0.001525341488753909 0.0023274749474145005 0.0022100876567132475 0.0016332569422743098 0.002354373295731931 0.0018500482270312321 0.0022553407381599466 0.0024438320117832089 0.0020721948401160716 0.0016816422593042227
leaf_weight=55 77 77 78 54 82 52 89 62 54 66 53 96 52 90 54 171 102 54 746 56 70 67 56 109 379 52
leaf_count=55 77 77 78 54 82 52 89 62 54 66 53 96 52 90 54 171 102 54 746 56 70 67 56 109 379 52
internal_value=0 0.00197688 0.00154108 0.00162114 0.00170798 0.0018238 0.00211237 0.00217802 0.000760903 0.00215467 0.0020096 0.00184588 0.00170851 0.000988323 0.00205851 0.00193899 0.00135571 0.00223372 0.00220969 0.00197435 0.00207477 0.0020711 0.00200527 0.00223992 0.00203071 0.00187031
internal_weight=0 2732 648 593 539 461 2084 1672 221 1610 568 412 256 144 307 225 154 1042 965 110 515 156 160 855 445 104
internal_count=2953 2732 648 593 539 461 2084 1672 221 1610 568 412 256 144 307 225 154 1042 965 110 515 156 160 855 445 104
is_linear=0
shrinkage=0.0030485


Tree=2895
num_leaves=20
num_cat=0
split_feature=30 1 4 1 52 151 52 50 13 50 158 0 131 13 39 1 1375 4 52
split_gain=2.28257 1.25422 0.756507 0.85295 1.22441 1.44454 1.13996 1.28186 0.884235 0.732705 0.753939 0.875963 0.720224 1.4558 0.887581 0.688268 0.561192 0.305205 0.264715
threshold=0.085915000000000019 0.12122500000000001 0.42405000000000009 0.089245000000000005 -0.092084999999999986 -0.086654999999999982 0.095185000000000006 0.082420000000000007 -0.11760499999999999 0.12170000000000002 0.078875000000000015 -0.084044999999999995 0.094300000000000009 -0.0023899999999999993 0.087880000000000014 0.10135500000000001 0.083895000000000011 -0.015104999999999999 -0.54883999999999988
decision_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 15 -6 7 -7 -1 10 16 -12 13 14 -3 -5 -10 -8 -17
right_child=-2 12 -4 4 5 6 17 -9 9 -11 11 -13 -14 -15 -16 18 -18 -19 -20
leaf_value=0.0063286962985721279 -0.003365236758346545 -0.0054028668187160343 0.0062552974278917558 0.0013333634423068053 -0.0037431610223932761 -0.0011641603959169585 0.00596857413170504 0.0030592273361205635 0.002566523498583211 -0.00099047135537390059 0.0066602555587640493 0.0019864147394488955 0.0038918119523832471 0.0025836481489728844 0.00028932698095320957 0.0040958298166419256 0.0055736805720908731 0.0024806531871268763 0.0074855134335286427
leaf_weight=88 78 71 68 64 69 206 64 137 1440 55 125 73 53 99 56 54 75 53 53
leaf_count=88 78 71 68 64 69 206 64 137 1440 55 125 73 53 99 56 54 75 53 53
internal_value=0 0.00249919 0.00272858 0.00263461 0.00162687 0.000821328 0.00150679 0.000521679 0.00301449 0.00284933 0.00297282 0.0049389 0.000340528 -0.000490697 -0.00289008 0.00411675 0.00271563 0.00439166 0.00577821
internal_weight=0 2903 2624 2556 700 529 460 343 1856 1768 1713 198 279 226 127 171 1515 117 107
internal_count=2981 2903 2624 2556 700 529 460 343 1856 1768 1713 198 279 226 127 171 1515 117 107
is_linear=0
shrinkage=0.0338411


Tree=2896
num_leaves=17
num_cat=0
split_feature=4 40 457 14 43 1429 15 472 15 15 43 4 15 43 15 4
split_gain=51.7626 12.7657 5.13687 3.02842 2.6826 2.45698 2.50942 2.27308 2.11905 1.77503 1.76515 1.44646 1.9525 1.41065 1.38088 0.964493
threshold=0.31392000000000003 -0.034699999999999988 0.11129500000000002 0.073890000000000011 -0.064539999999999986 -0.092119999999999994 0.043560000000000008 -0.081684999999999994 -0.11532999999999999 0.13592500000000005 -0.051239999999999987 0.51395000000000002 -0.41725999999999991 -0.085594999999999991 -0.46483499999999994 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 13 -3 7 -7 -9 15 14 12 -12 -1 -2 -8
right_child=10 2 -4 -5 -6 6 9 8 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=0.0014348409610794029 0.00081244027227212758 0.0027960833886520229 0.0012533966728958054 0.0027228655335789225 0.0018816371083812387 0.0026078366169977364 0.0024578416758629039 0.0023505838214223492 0.0019609834069912457 0.0017350353230808284 0.0015751521838071217 0.00054222128918530045 0.00084867778098513013 0.0008085005631950316 0.00015674871071388169 0.0022260595490526235
leaf_weight=63 63 54 58 90 59 63 218 150 1010 60 56 54 90 72 57 764
leaf_count=63 63 54 58 90 59 63 218 150 1010 60 56 54 90 72 57 764
internal_value=0 0.002092 0.00215124 0.00217284 0.0013386 0.00215148 0.0021361 0.00204214 0.00201139 0.00224634 0.000794119 0.000969673 0.00112755 0.00110103 0.000501258 0.00227755
internal_weight=0 2661 2467 2409 194 2319 2265 1223 1160 1042 320 200 146 135 120 982
internal_count=2981 2661 2467 2409 194 2319 2265 1223 1160 1042 320 200 146 135 120 982
is_linear=0
shrinkage=0.0030485


Tree=2897
num_leaves=27
num_cat=0
split_feature=1 3 1 4 16 50 2 0 2 2 2 0 14 3 3 16 3 1 0 16 2 474 42 4 4 0
split_gain=89.0788 13.215 8.01435 6.6975 5.36059 5.92531 4.11423 3.90608 4.57711 3.89009 3.79288 3.4319 2.78548 2.99646 2.09417 2.01836 1.65666 1.54873 1.30645 1.23907 1.153 1.11146 0.936221 1.0876 0.704328 0.477687
threshold=0.10910500000000002 -0.041789999999999994 0.090435000000000015 0.41939500000000002 0.27192500000000003 0.091510000000000022 0.16993500000000003 -0.034759999999999992 0.098655000000000007 0.093470000000000011 -1.0000000180025095e-35 -0.071879999999999986 0.073890000000000011 0.083395000000000011 0.30863500000000005 -0.088824999999999987 0.11878500000000002 0.117245 -0.083564999999999987 -0.04040499999999999 0.087605000000000002 0.083865000000000009 -0.12317999999999998 0.0029800000000000004 0.032770000000000001 -0.078924999999999981
decision_type=2 2 2 2 2 2 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 17 5 9 10 12 -9 11 -3 19 13 18 16 -11 -12 -2 20 -4 21 -1 -20 -24 -22 -7
right_child=1 6 4 -5 -6 25 -8 8 -10 15 14 -13 -14 -15 -16 -17 -18 -19 22 -21 24 -23 23 -25 -26 -27
leaf_value=0.0026340706473155155 0.0023360065677945807 0.00029031583522142856 0.0018515872455421834 0.0007686695507931274 0.0026857343890991947 0.0026219922182834387 -4.5534913108593255e-05 0.0023981722469908124 0.0013138217316624569 0.001644181651243975 0.00095947016857679307 0.0012768093720132898 0.0029630481528092928 0.0017496679977918579 0.0005716130516172142 0.00087607939403612555 0.0015765237437527578 0.0017109750842444194 0.0027016090698111484 0.0023702413365817255 0.0024762985830258815 0.002204880350702168 0.0023493439283161057 0.0020118993525299386 0.0022198237368998945 0.0022482317384112899
leaf_weight=455 54 82 76 55 77 52 54 71 59 53 93 55 76 57 62 61 59 85 54 78 231 57 617 92 149 67
leaf_count=455 54 82 76 55 77 52 54 71 59 53 93 55 76 57 62 61 59 85 54 78 231 57 617 92 149 67
internal_value=0 0.00101662 0.00230239 0.00161812 0.00198535 0.00186327 0.000683126 0.00238817 0.00190628 0.00166108 0.000816161 0.00189419 0.00242318 0.0023992 0.00101751 0.00123345 0.00119919 0.00195401 0.00242155 0.00211448 0.00249669 0.00258635 0.00233367 0.0023056 0.00237581 0.00241181
internal_weight=0 544 2437 194 519 442 350 1918 130 323 296 209 1788 1712 214 114 152 139 1655 154 892 512 763 709 380 119
internal_count=2981 544 2437 194 519 442 350 1918 130 323 296 209 1788 1712 214 114 152 139 1655 154 892 512 763 709 380 119
is_linear=0
shrinkage=0.00287267


Tree=2898
num_leaves=30
num_cat=0
split_feature=1 12 1 1 12 47 12 15 4 1 12 4 49 16 16 41 11 16 15 1 1 51 15 16 51 49 12 4 16
split_gain=70.3287 8.42262 7.67206 5.62346 5.54749 3.08708 3.05164 2.89663 2.87722 2.78799 2.59602 2.2627 2.1553 1.85983 2.60809 1.62961 1.5994 1.66039 1.25246 1.1946 1.46558 0.73638 0.753058 0.678205 0.85137 0.661621 0.601535 0.561224 0.374855
threshold=0.10921500000000002 0.056995000000000011 0.12381000000000002 0.09258000000000001 0.088325000000000015 0.118245 0.090285000000000018 -0.098839999999999983 0.032770000000000001 0.090195000000000011 -1.0000000180025095e-35 0.054720000000000012 -1.0000000180025095e-35 0.058455000000000007 -0.49057499999999993 0.075585000000000013 0.080705000000000013 0.064455000000000012 -0.042209999999999991 1.0000000180025095e-35 0.086965000000000001 0.096130000000000007 0.090880000000000016 -0.0021749999999999994 -0.015619999999999997 -0.068409999999999985 0.096535000000000024 -0.085594999999999991 -0.40430999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 7 12 13 9 -1 16 15 -5 -6 -2 14 -4 23 17 21 -19 -9 -21 22 -8 25 -25 -3 -10 -27 -16
right_child=2 6 5 10 11 -7 8 19 26 -11 -12 -13 -14 -15 28 -17 -18 18 -20 20 -22 -23 -24 24 -26 27 -28 -29 -30
leaf_value=0.0029826732778621746 0.00061570142940216819 0.0022655016378609256 0.00098916056991119484 0.001212452807913622 0.0026034717445064092 0.0014972012310049262 0.0026790865749955488 0.0018033174512486763 0.0022137895249287731 0.0019224118448293072 0.0019722983441013029 0.0016461535944916855 0.0014427764880407682 0.0011504076406365234 -7.9174148766353645e-06 0.0031860070831118479 0.0029556587536285826 0.0023728961841002595 0.0017265292886932818 0.0027445312331703608 0.0019760376045975686 0.0021765352604045541 0.0024213590516220496 0.0031378107953944621 0.0026391711861091021 0.0028142025942100996 0.0018149943247433538 0.0025817985131797901 0.00035436806560683337
leaf_weight=57 52 60 66 94 52 52 217 68 71 56 95 52 91 55 55 60 63 70 58 52 53 70 275 60 94 136 94 638 65
leaf_count=57 52 60 66 94 52 52 217 68 71 56 95 52 91 55 55 60 63 70 58 52 53 70 275 60 94 136 94 638 65
internal_value=0 0.00242645 0.00113612 0.00200858 0.00155625 0.00078184 0.00251302 0.00234864 0.00237481 0.00262792 0.00159457 0.00212514 0.00114226 0.000627345 0.00047249 0.00266558 0.00245978 0.00241445 0.00208028 0.00213954 0.00235695 0.0024905 0.0025351 0.00263395 0.00283367 0.00259702 0.00198681 0.00262268 0.000188033
internal_weight=0 2441 540 419 247 293 2022 230 918 1104 189 104 143 241 186 1048 753 690 128 173 105 562 492 988 154 834 165 774 120
internal_count=2981 2441 540 419 247 293 2022 230 918 1104 189 104 143 241 186 1048 753 690 128 173 105 562 492 988 154 834 165 774 120
is_linear=0
shrinkage=0.0032351


Tree=2899
num_leaves=21
num_cat=0
split_feature=12 0 12 0 0 3 15 0 0 15 160 12 484 0 160 3 1210 0 15 0
split_gain=1.94234 1.66987 1.50942 1.06762 1.00953 1.43452 0.996475 0.848642 0.965467 0.652901 0.539793 1.07518 1.0057 0.806795 0.682396 0.517862 0.479864 0.325805 0.979766 0.679657
threshold=0.078120000000000009 0.080385000000000012 -0.10468499999999999 -0.14259999999999998 -0.084044999999999995 1.0000000180025095e-35 0.13592500000000005 0.10923000000000001 -0.040094999999999992 -0.090324999999999989 0.087985000000000022 0.09227500000000001 -0.082054999999999975 -0.12259499999999998 -0.54913999999999985 0.10265000000000001 -0.064679999999999974 -0.22984499999999997 -0.094839999999999994 -0.23803499999999997
decision_type=2 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 -5 7 8 10 -6 13 12 -12 -2 -15 -11 -16 19 -19 -4
right_child=6 -3 3 4 9 -7 -8 -9 -10 15 11 -13 -14 14 16 -17 -18 18 -20 -21
leaf_value=0.0055636939598295064 0.00037210377759927825 -0.0032111753140937316 0.0042555520531590875 0.0014727340165330818 -0.00070749778969222076 -0.005044083132809944 -0.00073670969674575787 0.0068685797853634181 -0.00070779065170686103 0.00417036166227025 0.0032656624699197848 0.0016171191289104387 0.0089632920388710985 0.0071006232000779242 0.0015118773318627324 0.0002240925767148686 0.0034818362832621658 0.0013331241425926965 0.0075978116328916552 -0.00075027550086704793
leaf_weight=103 97 74 61 69 87 74 62 74 61 102 55 66 82 52 144 54 1504 54 52 54
leaf_count=103 97 74 61 69 87 74 62 74 61 102 55 66 82 52 144 54 1504 54 52 54
internal_value=0 0.00143694 0.00192188 0.00130334 0.000270161 -0.00189718 0.00332372 0.0034418 0.00331859 0.00154702 0.00344157 0.00503461 0.00667846 0.00326141 0.00342607 0.00280657 0.00330991 0.00310632 0.00440964 0.00190197
internal_weight=0 784 710 607 386 143 2197 2135 2061 243 2000 203 137 1797 1700 156 1648 221 106 115
internal_count=2981 784 710 607 386 143 2197 2135 2061 243 2000 203 137 1797 1700 156 1648 221 106 115
is_linear=0
shrinkage=0.032527


Tree=2900
num_leaves=24
num_cat=0
split_feature=1 3 4 2 1 1 39 14 12 4 1 3 3 4 39 3 4 13 1 160 15 51 13
split_gain=60.9405 9.78814 8.48201 5.38065 3.67704 2.96894 3.28791 2.55585 2.25703 2.69651 4.64132 1.84022 1.83978 2.54108 2.04115 1.55367 1.43684 1.41392 1.37322 1.14346 0.568529 0.570973 0.343864
threshold=0.10921500000000002 -0.049204999999999992 0.31392000000000003 0.098655000000000007 0.12448500000000001 0.14787500000000001 0.087735000000000021 0.073890000000000011 0.086085000000000009 -0.14088999999999999 0.092845000000000025 -0.064349999999999991 0.093925000000000022 -0.17568999999999999 0.0047850000000000011 0.30863500000000005 0.053330000000000009 -0.076179999999999984 0.11649500000000002 -0.24462999999999999 -0.074124999999999983 -0.045524999999999989 -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
left_child=2 4 3 7 22 6 15 12 9 -5 -11 16 13 -1 19 18 20 -8 -3 -15 -10 -22 -2
right_child=1 5 -4 8 -6 -7 17 -9 11 10 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.0029953979131209715 0.0021803525914684875 0.0010874143542074026 0.0011101018371838767 0.0022664134206418812 0.0010770142429464913 0.00025816571807511476 0.0008801538530347077 0.0028680808331459891 0.0026809676731158381 0.0020692756495175085 0.00077987703446592328 0.0017068802363156307 0.0018012991340234763 0.0021150767314966619 0.0018271201391007502 0.00086072654148085356 0.0019468133774625358 0.00019239899155693114 0.0017694239238960935 0.0023888521905514326 0.0020437217254601668 0.0024451948341276688 0.0018517276113563907
leaf_weight=57 57 52 58 54 59 67 60 91 52 52 52 71 57 160 70 67 96 52 59 1423 52 97 67
leaf_count=57 57 52 58 54 59 67 60 91 52 52 52 71 57 160 70 67 96 52 59 1423 52 97 67
internal_value=0 0.00113124 0.00226306 0.00229109 0.00170467 0.00083721 0.000970877 0.00236825 0.00201848 0.0017127 0.00142489 0.00214968 0.0023425 0.00236052 0.0023386 0.00122851 0.00225542 0.00056113 0.00145022 0.0023612 0.00240265 0.0023053 0.00200305
internal_weight=0 540 2442 2384 183 357 290 1858 526 158 104 368 1767 1710 1653 178 297 112 111 1583 201 149 124
internal_count=2982 540 2442 2384 183 357 290 1858 526 158 104 368 1767 1710 1653 178 297 112 111 1583 201 149 124
is_linear=0
shrinkage=0.0030485


Tree=2901
num_leaves=15
num_cat=0
split_feature=4 11 147 376 2 12 131 4 48 481 51 51 1429 2
split_gain=1.87807 1.48655 1.22957 1.30607 1.14755 1.1303 1.24106 1.72577 1.10845 0.94819 1.08546 1.32446 0.743759 0.299535
threshold=0.31392000000000003 0.077330000000000024 1.0000000180025095e-35 0.084770000000000026 0.097005000000000022 0.099170000000000022 0.08103500000000001 0.51367000000000018 -0.085909999999999986 0.001825 0.15358000000000002 0.12216000000000002 0.086295000000000011 0.11523000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -3 6 7 13 -4 10 11 12 -1 -2
right_child=5 4 8 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.0028307725879320651 0.0064815065707171391 0.0088454281550870879 0.0028101755147045848 -0.0019266208039935232 0.0033427897931366962 -0.0038118026483865736 -0.0028946721877433344 -0.0016279888872673092 -0.0035230625674117252 0.0071024470728150678 -0.0015209760351172158 0.0080429866142838549 0.0055683514360591784 0.0033535265290148592
leaf_weight=2041 54 79 57 56 82 56 59 72 60 61 55 56 111 83
leaf_count=2041 54 79 57 56 82 56 59 72 60 61 55 56 111 83
internal_value=0 0.00301375 0.00281816 0.00297822 0.006045 0.000389468 0.00126864 0.00244559 -0.000434671 0.00309655 0.00298842 0.0031009 0.00297214 0.00458899
internal_weight=0 2658 2497 2380 161 324 268 209 117 2324 2263 2208 2152 137
internal_count=2982 2658 2497 2380 161 324 268 209 117 2324 2263 2208 2152 137
is_linear=0
shrinkage=0.032527


Tree=2902
num_leaves=16
num_cat=0
split_feature=4 147 3 0 48 0 2 48 0 0 49 51 0 15 3
split_gain=1.2994 0.993259 0.849962 0.83031 1.23599 1.13521 0.875192 0.703685 1.06045 0.802743 0.686838 0.779751 0.587758 1.09216 0.356814
threshold=0.31392000000000003 0.092645000000000019 0.13470000000000001 -0.14867499999999997 0.10255000000000002 -0.13843999999999998 0.089795000000000014 0.083540000000000017 -0.062714999999999979 -0.086134999999999975 -0.074429999999999982 0.11484000000000001 -0.105195 -0.42443999999999993 -0.06656999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 6 5 -5 -1 10 9 -9 -7 -12 -2 -14 -6
right_child=2 -3 -4 4 14 7 -8 8 -10 -11 11 -13 13 -15 -16
leaf_value=0.002752557115724428 0.0036083028371200702 -0.0020953292814913879 -0.0029926662724224901 -0.0011700626734942126 0.0011534714364210849 -0.00076094774384659585 0.0077565218288725823 0.0051871300528565263 0.0094543905864958866 -7.991573726097308e-05 0.0031182882500901858 -0.00041714428950997149 0.0022762613871083813 -0.0039991234735824409 -0.0023695574087664439
leaf_weight=92 94 53 75 85 80 66 89 125 52 53 1810 84 99 56 69
leaf_count=92 94 53 75 85 80 66 89 125 52 53 1810 84 99 56 69
internal_value=0 0.00276752 0.000357241 0.00286661 0.00269108 0.00289864 0.00521519 0.00305673 0.00493819 0.0036167 0.00283575 0.00296129 0.00136779 6.55205e-06 -0.000475425
internal_weight=0 2658 324 2605 2424 2275 181 2190 230 178 1960 1894 249 155 149
internal_count=2982 2658 324 2605 2424 2275 181 2190 230 178 1960 1894 249 155 149
is_linear=0
shrinkage=0.0359124


Tree=2903
num_leaves=15
num_cat=0
split_feature=4 3 123 2 3 457 2 12 11 3 3 1186 12 2
split_gain=71.4268 23.6461 20.4483 9.84445 6.87702 5.89285 3.41999 3.31639 3.2104 2.57686 3.80008 2.19964 1.80454 1.39358
threshold=0.31392000000000003 0.28833000000000003 0.080635000000000012 0.14290000000000003 -0.082634999999999986 0.11129500000000002 0.086365000000000011 0.11878500000000002 1.0000000180025095e-35 0.076825000000000018 0.31819000000000003 0.062030000000000009 -0.085124999999999992 0.10121500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 7 -4 8 11 12 -11 -1 -6 -10
right_child=4 -3 6 -5 9 -7 -8 -9 13 10 -12 -13 -14 -15
leaf_value=0.0026961387871796377 0.0017796412487859153 0.0008729291704450726 0.0010036675842442534 0.0014614352603906596 0.00093055564291745377 0.0017284154838832829 0.0018989702881990927 0.0020873583606810121 0.0033135277458190408 0.0016791143727788677 0.00067504120557366489 0.0022262005942051766 0.00020813981908008824 0.0027863980029053351
leaf_weight=2025 94 66 57 55 54 52 84 71 94 58 62 83 56 71
leaf_count=2025 94 66 57 55 54 52 84 71 94 58 62 83 56 71
internal_value=0 0.00253831 0.0025807 0.00264072 0.00113751 0.00266778 0.00153725 0.0026886 0.00270737 0.000874945 0.00116059 0.00267765 0.000563054 0.00308688
internal_weight=0 2658 2592 2451 324 2396 141 2344 2273 230 120 2108 110 165
internal_count=2982 2658 2592 2451 324 2396 141 2344 2273 230 120 2108 110 165
is_linear=0
shrinkage=0.00281635


Tree=2904
num_leaves=21
num_cat=0
split_feature=1 40 3 49 12 1453 1375 457 50 43 3 483 0 0 14 3 0 0 132 51
split_gain=1.39065 1.99653 1.32737 1.06868 1.07878 0.739667 0.781359 0.769611 0.690169 0.666685 0.981364 0.561154 0.885613 0.729767 0.641155 0.687699 0.556701 0.682126 0.434424 0.052763
threshold=0.10921500000000002 -0.08483499999999998 -0.11749 -0.085999999999999979 0.084565000000000015 -0.064559999999999992 -0.082654999999999992 0.087195000000000009 1.0000000180025095e-35 -0.097074999999999981 -0.096099999999999977 0.085895000000000013 -0.14606999999999998 -0.11073999999999999 -0.075274999999999995 0.0043700000000000006 -0.090394999999999989 -0.085824999999999985 0.082230000000000011 0.087530000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5 -7 8 9 18 -11 12 -4 -14 -15 -16 19 -18 -8 -10
right_child=1 2 11 5 -6 6 7 -9 16 10 -12 -13 13 14 15 -17 17 -19 -20 -21
leaf_value=0.0087292903171625746 -0.0048302652069621083 0.0055332927944921713 -0.003517575030288358 -0.00030116143313856498 0.0027350014019753384 -0.0007066976642828625 0.0047330684509287136 0.0063445511670934774 0.0066854391671908944 -0.00050412670452824578 0.0023465996771270961 0.0037364005753806615 0.004566332220293943 -0.0029492978094654305 -0.00033786335780202693 0.0039657283829951755 9.9508606848761194e-05 0.0038350846150899073 0.001447519640781756 0.0051378879112976492
leaf_weight=63 61 77 57 98 70 74 182 64 52 149 1217 60 52 54 116 63 66 296 59 52
leaf_count=63 61 77 57 98 70 74 182 64 52 149 1217 60 52 54 116 63 66 296 59 52
internal_value=0 0.000821447 0.00154192 0.00268298 0.00557706 0.00251613 0.00264116 0.00275726 0.00264634 0.00231977 0.00203539 0.000776527 0.000256216 0.00101222 0.000217503 0.00117483 0.00377173 0.00315499 0.00393019 0.00591507
internal_weight=0 540 479 2442 133 2309 2211 2137 2073 1607 1366 402 342 285 233 179 466 362 241 104
internal_count=2982 540 479 2442 133 2309 2211 2137 2073 1607 1366 402 342 285 233 179 466 362 241 104
is_linear=0
shrinkage=0.0331775


Tree=2905
num_leaves=27
num_cat=0
split_feature=1 2 12 39 15 2 42 2 1429 15 12 159 48 1 12 52 52 2 15 2 2 48 48 1 43 159
split_gain=48.2882 10.0005 6.06423 4.84915 3.79465 3.45955 3.30249 3.05596 1.65558 3.96147 2.02073 1.99459 1.70076 1.34146 1.29841 1.28394 2.99541 1.2668 1.25833 1.22102 1.17305 1.32854 0.979558 0.903384 0.361086 0.316288
threshold=0.10575500000000002 0.14073000000000005 0.085075000000000026 0.0047850000000000011 -0.086319999999999994 -1.0000000180025095e-35 0.09087000000000002 0.10523 0.083960000000000021 -0.061499999999999992 0.084535000000000013 0.08512500000000002 0.086260000000000017 0.14039500000000002 0.084065000000000015 -0.51745999999999992 1.0000000180025095e-35 0.10928500000000001 0.085465000000000013 0.092725000000000016 0.08647500000000001 0.095850000000000005 0.09062000000000002 0.090540000000000023 -0.048179999999999994 0.11259000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 7 -5 -2 -4 8 11 -10 -11 12 14 -3 18 -9 -17 -7 -1 25 -14 -22 -19 -16 -18 -13
right_child=1 13 6 4 -6 17 -8 15 9 10 -12 19 20 -15 23 16 24 22 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=0.002293130181512718 0.00060929446117182417 0.00076534523393207777 0.0021736778784462547 0.0020169684984670108 0.00099751722332449611 0.0017260187155914333 0.0013121200125632056 0.0022079097595258581 0.002602555328332307 0.0011472170454356046 0.0019460443849485397 0.0024713282190445937 0.0022699983082624378 0.00016167997181445987 0.0022151557412993825 0.0013226666059771193 0.0018799745607706473 0.00096545650674492137 0.0028110298276143417 0.0029032622600101998 0.0014572099510589882 0.0020519128524571304 0.0014873847661611567 0.0019896947400287975 0.002222452482586582 0.0021655501186200335
leaf_weight=176 96 60 98 74 63 52 72 69 52 53 67 88 61 80 872 95 60 87 59 53 69 72 55 208 59 53
leaf_count=176 96 60 98 74 63 52 72 69 52 53 67 88 61 80 872 95 60 87 59 53 69 72 55 208 59 53
internal_value=0 0.00113437 0.00135153 0.00210548 0.00154841 0.00108325 0.00180897 0.0021407 0.00218519 0.00189875 0.0015935 0.00221396 0.00217658 0.000420626 0.00221674 0.00184459 0.0017273 0.00131762 0.00242329 0.00250613 0.00191495 0.00176112 0.00116784 0.00217176 0.00205005 0.00235662
internal_weight=0 600 460 2303 137 290 170 2166 1883 172 120 1711 1517 140 1315 283 214 194 235 194 202 141 142 1080 119 141
internal_count=2903 600 460 2303 137 290 170 2166 1883 172 120 1711 1517 140 1315 283 214 194 235 194 202 141 142 1080 119 141
is_linear=0
shrinkage=0.0030485


Tree=2906
num_leaves=17
num_cat=0
split_feature=106 43 16 4 3 2 43 42 16 123 3 159 402 475 133 133
split_gain=1.42258 1.39485 2.59106 0.949396 1.4793 1.25141 0.826666 0.737851 0.688754 0.659882 0.707861 1.02788 0.495084 0.432525 0.316668 0.713595
threshold=0.085650000000000018 -0.18906999999999999 -1.0000000180025095e-35 -0.4950449999999999 -0.10859999999999999 0.10334500000000001 -0.45013999999999993 0.10383500000000001 -0.081029999999999977 0.091310000000000016 -0.068279999999999993 0.094385000000000011 0.11336500000000001 -0.010719999999999999 0.40658000000000005 0.11667000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 13 5 8 -1 9 -5 10 12 -12 -6 -3 15 -9
right_child=-2 3 -4 4 7 -7 -8 14 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=0.0056281822946861329 -0.0027507694936214156 0.003680447466097718 -0.0055249545570957475 0.0041726333124003029 0.0031496093068068224 -0.0033882585107144021 -0.00028158680478759481 0.0018387035742887378 -0.00096462938430915443 0.0066104888608460727 0.0013382941282185192 0.0059535197585034623 0.0059164030523072121 0.0077460505639020448 0.002566719646515208 -0.0031803859658504213
leaf_weight=60 63 66 72 73 1372 87 53 90 54 59 503 65 82 60 90 54
leaf_count=60 63 66 72 73 1372 87 53 90 54 59 503 65 82 60 90 54
internal_value=0 0.00249068 -0.000405567 0.00269263 0.00254667 -0.000197506 0.00285308 0.0028005 0.00198538 0.00300723 0.00290191 0.00186709 0.0033059 0.00561937 0.000960458 -4.0896e-05
internal_weight=0 2840 185 2655 2529 214 113 2315 127 2081 2022 568 1454 126 234 144
internal_count=2903 2840 185 2655 2529 214 113 2315 127 2081 2022 568 1454 126 234 144
is_linear=0
shrinkage=0.0345179


Tree=2907
num_leaves=12
num_cat=0
split_feature=0 39 106 1 1 49 457 474 474 131 49
split_gain=1.89595 1.29036 1.11502 0.739897 0.746058 0.784076 0.755189 0.626949 1.16812 0.561601 0.671858
threshold=0.15628500000000004 0.11334500000000002 0.085650000000000018 0.14547000000000002 0.095435000000000006 -0.088729999999999989 0.096135000000000012 0.10123000000000001 0.085295000000000024 0.095465000000000008 0.12899500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 8 -1 10 -7
right_child=-2 -3 -4 -5 5 9 -8 -9 -10 -11 -12
leaf_value=0.0029554695326634243 -0.0051571444792931735 -0.0025849070986312794 -0.0028845913111719898 0.0072242826802181859 0.005851093032479669 2.6095297877799734e-05 0.0074154654240501921 0.0064285445919259575 -0.00085783325269369953 0.0041890577045223159 0.0046612880494487979
leaf_weight=1739 53 79 58 55 57 465 58 73 136 75 55
leaf_count=1739 53 79 58 55 57 465 58 73 136 75 55
internal_value=0 0.00240912 0.00255165 0.00266802 0.00257359 0.00140716 0.00295249 0.00281939 0.00267865 0.000980725 0.00051717
internal_weight=0 2850 2771 2713 2658 652 2006 1948 1875 595 520
internal_count=2903 2850 2771 2713 2658 652 2006 1948 1875 595 520
is_linear=0
shrinkage=0.0396502


Tree=2908
num_leaves=26
num_cat=0
split_feature=1 52 52 1 39 15 12 12 3 131 3 1 3 16 52 39 12 16 16 15 15 15 15 15 3
split_gain=41.7998 6.55612 5.00458 3.9053 3.63483 3.91251 2.60096 2.1682 2.16693 2.01307 2.04301 1.93732 1.75114 2.37782 2.70216 1.74313 1.05813 1.1475 0.906922 0.957777 0.815057 0.725537 0.551652 0.969905 0.46333
threshold=0.10575500000000002 -0.40011499999999994 0.12484500000000003 0.12000500000000001 0.0047850000000000011 -0.086319999999999994 0.099035000000000026 0.088325000000000015 0.10402500000000002 0.086990000000000012 0.31316500000000008 0.11189500000000001 -0.115685 -0.08267999999999999 -0.11263999999999999 0.093785000000000021 0.090285000000000018 -0.15105999999999997 -1.0000000180025095e-35 -0.043134999999999993 -0.0039399999999999991 -0.025879999999999997 -0.087644999999999987 0.091490000000000016 -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
left_child=4 -2 3 7 6 -6 8 11 12 10 15 -3 13 -1 -15 -5 17 -14 21 -20 -19 -8 -18 -24 -23
right_child=1 2 -4 9 5 -7 18 -9 -10 -11 -12 -13 16 14 -16 -17 22 20 19 -21 -22 24 23 -25 -26
leaf_value=0.0022634741412864224 0.0019928448799228487 0.00062726717634972934 0.0016648777815759437 0.00089095023922941248 0.001924188513850333 0.00088916276094110763 0.0015880323302920941 0.0016543706344755485 0.001412049249312843 0.0010926338698395955 -6.5129928991386916e-05 0.0013234656078845437 0.0017805590159442565 0.0019648187367766689 0.0010476254018207559 0.00023475899269081595 0.0016870695745533325 0.002043285570093414 0.0017708724202589055 0.001190703398129182 0.0022153363780456382 0.0021312038806535188 0.0021259390245520642 0.0018290877743471336 0.0017489582527026181
leaf_weight=54 59 84 73 88 74 63 77 53 56 53 57 67 94 58 62 66 73 492 52 55 554 71 208 207 53
leaf_count=54 59 84 73 88 74 63 77 53 56 53 57 67 94 58 62 66 73 492 52 55 554 71 208 207 53
internal_value=0 0.00102741 0.000922067 0.000806131 0.00193094 0.00144847 0.00196144 0.00112309 0.00200455 0.000561089 0.000427419 0.000936392 0.00202294 0.00173106 0.00149121 0.000609937 0.00205412 0.00210529 0.00170128 0.00147296 0.00213444 0.00182266 0.0019345 0.00197795 0.00196809
internal_weight=0 600 541 468 2303 137 2166 204 1858 264 211 151 1802 174 120 154 1628 1140 308 107 1046 201 488 415 124
internal_count=2903 600 541 468 2303 137 2166 204 1858 264 211 151 1802 174 120 154 1628 1140 308 107 1046 201 488 415 124
is_linear=0
shrinkage=0.0030485


Tree=2909
num_leaves=22
num_cat=0
split_feature=2 12 3 2 2 3 12 147 34 49 43 2 16 42 11 42 3 16 3 43 3
split_gain=46.6669 23.3113 7.44311 7.17093 5.14296 4.28744 3.89948 2.55006 1.91754 1.90059 1.82821 1.67538 2.96394 1.53828 1.61359 1.09719 1.7142 0.886953 0.779916 0.206953 0.144599
threshold=0.12068000000000001 -0.041014999999999989 0.11269500000000002 0.17553000000000005 -1.0000000180025095e-35 0.15217000000000003 0.099680000000000005 0.087170000000000011 -0.082169999999999979 0.0060400000000000011 -0.077134999999999995 0.10523 0.16094000000000003 0.091555000000000011 0.079700000000000007 -1.0000000180025095e-35 -0.072069999999999981 0.20277000000000003 -0.046079999999999989 -0.10945499999999998 -0.092109999999999984
decision_type=2 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 8 9 7 11 -1 18 -6 13 -13 14 -3 19 -17 -15 -2 -8 -14
right_child=3 2 -4 -5 10 -7 15 -9 -10 -11 -12 12 20 17 -16 16 -18 -19 -20 -21 -22
leaf_value=0.0012930176511322974 0.0015165472838936545 0.0025948814627306605 0.0014944770537173196 0.00019035613409601996 0.0015244264413933834 0.00050299503056422845 0.0024651602022830081 0.0018895690915745954 0.00046581645827907368 0.00187317654935711 0.0022781302984169051 0.0016542473649651264 0.0026761239501332259 0.0024462202525029116 0.0031674399393167838 0.0015925936364374301 0.0023214173253354453 0.0019918670509708101 0.00099360646007215872 0.0022154730968836993 0.0024259401140333554
leaf_weight=62 58 1338 82 73 80 52 56 63 52 89 55 58 52 286 52 75 58 52 58 100 52
leaf_count=62 58 1338 82 73 80 52 56 63 52 89 55 58 52 286 52 75 58 52 58 100 52
internal_value=0 0.00233524 0.00243407 0.00106815 0.00141262 0.00131735 0.00246842 0.0025194 0.000915995 0.00152375 0.00183174 0.00254038 0.00223038 0.00256942 0.00261633 0.00212382 0.00191068 0.00237642 0.00125537 0.00230532 0.00255136
internal_weight=0 2573 2324 330 249 257 2242 1953 114 205 135 1890 162 1728 1390 289 133 338 116 156 104
internal_count=2903 2573 2324 330 249 257 2242 1953 114 205 135 1890 162 1728 1390 289 133 338 116 156 104
is_linear=0
shrinkage=0.00317166


Tree=2910
num_leaves=23
num_cat=0
split_feature=2 3 3 51 16 3 13 14 0 124 0 16 50 2 16 3 51 13 481 16 16 3
split_gain=48.3813 25.0509 6.84866 5.73206 5.08148 4.85422 4.09608 3.59594 2.64561 2.18189 3.87786 2.41411 2.12606 1.95555 1.87334 1.73302 1.36369 1.29052 1.24466 1.1615 1.08873 1.04109
threshold=0.13388500000000003 -0.046079999999999989 0.28833000000000003 -0.092389999999999986 -0.16956499999999999 0.28833000000000003 -0.09391999999999999 0.073890000000000011 -0.10071499999999999 -1.0000000180025095e-35 -0.10594499999999998 -0.078829999999999983 -0.041284999999999995 0.15305000000000002 -0.105305 -0.14186499999999996 -0.15136499999999997 -0.0066549999999999986 -0.048929999999999994 -0.083144999999999983 -0.45743999999999996 -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 3 16 15 13 -5 8 -6 14 11 -11 -10 17 -8 -1 -3 -2 21 -20 -17 -14
right_child=5 2 -4 6 7 -7 9 -9 12 10 -12 -13 18 -15 -16 20 -18 -19 19 -21 -22 -23
leaf_value=0.0014059952087012439 0.00083689340006672184 0.0019656177514308488 0.00061396457801869459 0.002322059251274359 0.0016009432126897686 -7.4217016598323205e-05 0.00070519596980952136 0.0030736490541261445 0.0018419893661847943 0.0015643609537216705 0.0021434236723750504 0.00077645993792179097 0.0029286102579635159 0.00049586989333806055 0.0014068126068572419 0.0022696124252978489 0.0026582566644117365 0.0015150075578224044 0.002431688686667057 0.002242659005996215 0.0016760024669094874 0.0024191373628613087
leaf_weight=72 53 55 64 52 52 63 61 55 90 120 79 52 52 64 85 66 52 52 424 1103 52 140
leaf_count=72 53 55 64 52 52 63 61 55 90 120 79 52 52 64 85 66 52 52 424 1103 52 140
internal_value=0 0.00209791 0.00155914 0.00166788 0.00225651 0.000647536 0.00151656 0.00230372 0.00228095 0.00141097 0.00158364 0.00132635 0.00230048 0.000916784 0.00111389 0.00178023 0.00230253 0.00117303 0.00232446 0.00229517 0.0020083 0.00255729
internal_weight=0 2726 620 556 2106 232 449 1916 1861 397 251 172 1809 169 146 190 107 105 1719 1527 118 192
internal_count=2958 2726 620 556 2106 232 449 1916 1861 397 251 172 1809 169 146 190 107 105 1719 1527 118 192
is_linear=0
shrinkage=0.0030485


Tree=2911
num_leaves=28
num_cat=0
split_feature=1 3 39 3 2 3 51 48 14 0 3 123 0 3 132 3 2 123 0 43 159 43 15 39 15 43 50
split_gain=128.906 18.5212 10.7022 10.3472 7.31029 5.22255 4.21384 3.95726 3.49298 2.97483 2.86438 3.37117 2.32785 1.99933 1.73728 2.05987 1.6104 1.24756 1.10349 0.819059 0.930766 0.791685 0.774115 0.512255 0.507778 0.43293 0.376135
threshold=0.10557500000000002 0.3148450000000001 0.085765000000000022 -0.069909999999999986 0.10633000000000002 -0.14954999999999999 -0.096089999999999981 0.084705000000000016 0.073890000000000011 -0.10726999999999999 0.093925000000000022 1.0000000180025095e-35 -0.079249999999999987 -0.079574999999999993 0.082230000000000011 -0.14186499999999996 0.083525000000000002 0.085705000000000017 -0.053169999999999995 -0.018369999999999997 0.043570000000000005 0.031820000000000008 -0.084454999999999988 0.094405000000000003 0.10189000000000002 -0.010264999999999998 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
left_child=3 2 4 8 18 -6 -5 -7 9 -1 11 16 13 19 15 -14 -8 -4 -2 20 -11 22 -18 -19 -17 -21 -15
right_child=1 -3 17 6 5 7 10 -9 -10 12 -12 -13 14 26 -16 24 21 23 -20 25 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0019782642942719488 0.002091632949906407 -0.0004453870316161472 0.00076809155280413205 0.0026482663072900149 0.0017777980154143561 0.00024669011106633266 0.0026604227165376235 0.0012852762315822015 0.0032455282228196366 0.0025663821547839329 0.0014791837527619749 0.0014600840072896402 0.0029532957362405588 0.0022036077701667804 0.0019484339314813925 0.0023251057528181668 0.0022456914611131318 0.00045133831171806013 0.0015530574542714449 0.0030238655035119549 0.0029375557852616106 0.0023819599605788364 0.001763548038913817 1.8247065087380452e-05 0.0026286419960253144 0.0027577805382366653 0.0025070750698505009
leaf_weight=90 98 90 73 98 59 85 65 61 69 455 103 69 71 98 74 330 55 54 60 77 78 64 81 52 66 312 71
leaf_count=90 98 90 73 98 59 85 65 61 69 455 103 69 71 98 74 330 55 54 60 77 78 64 81 52 66 312 71
internal_value=0 0.000860649 0.00107758 0.00244439 0.00138445 0.000996717 0.00206461 0.000680847 0.00255782 0.00253024 0.00193364 0.00207369 0.00256066 0.00264365 0.00239324 0.00246365 0.00223333 0.000455074 0.00188732 0.00270087 0.00262076 0.00209436 0.00195878 0.000239192 0.00237578 0.00281054 0.0023313
internal_weight=0 632 542 2326 363 205 535 146 1791 1722 437 334 1632 1091 541 467 265 179 158 922 533 200 136 106 396 389 169
internal_count=2958 632 542 2326 363 205 535 146 1791 1722 437 334 1632 1091 541 467 265 179 158 922 533 200 136 106 396 389 169
is_linear=0
shrinkage=0.00310948


Tree=2912
num_leaves=19
num_cat=0
split_feature=3 14 48 48 52 52 43 52 1 13 50 160 1 1 49 42 13 52
split_gain=1.6067 1.37262 1.28414 1.51539 0.853825 1.01787 0.932914 1.38328 0.808525 0.780022 0.776913 0.712852 0.702075 0.811857 0.715356 0.701705 0.669615 0.271658
threshold=-0.039864999999999991 -0.13131999999999996 -0.024949999999999996 0.091125000000000025 -0.092084999999999986 -0.068039999999999975 -0.069134999999999988 0.081945000000000018 0.10557500000000002 -0.15325499999999995 -0.041284999999999995 -0.5444199999999999 0.122075 0.11253000000000001 -0.081629999999999994 -0.09361499999999999 -0.012224999999999998 -0.15824499999999997
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 17 -6 -7 -8 -5 -1 -11 -12 13 14 -13 -16 -10 -4
right_child=1 2 3 8 5 6 7 -9 16 10 11 12 -14 -15 15 -17 -18 -19
leaf_value=-0.00062172127643620703 0.0058064678092205708 -0.0029033331415918785 0.0039131561654549155 -0.004827379010499018 -0.0016742158204406865 -0.00046769456348807494 0.0066249934080052373 -0.00027197133441283995 -0.0021544779076019247 0.00056746946485059684 0.0076349913149699571 0.00054107655397692383 0.0078906290767632829 -0.00041199509729803634 0.006106543368926705 0.003737912144022634 0.0033733212230991662 0.0076071006553350418
leaf_weight=53 95 86 52 52 74 67 122 54 57 93 65 82 53 60 180 1605 56 52
leaf_count=53 95 86 52 52 74 67 122 54 57 93 65 82 53 60 180 1605 56 52
internal_value=0 0.00176483 0.0011929 0.00179471 0.00293825 0.00201005 0.00313358 0.0045067 -0.00112075 0.00367578 0.00378249 0.00392851 0.00380664 0.00369411 0.00382628 0.00397698 0.00058157 0.00576382
internal_weight=0 767 672 586 421 317 243 176 165 2191 2138 2045 1980 1927 1867 1785 113 104
internal_count=2958 767 672 586 421 317 243 176 165 2191 2138 2045 1980 1927 1867 1785 113 104
is_linear=0
shrinkage=0.0359124


Tree=2913
num_leaves=30
num_cat=0
split_feature=1 52 3 39 39 2 3 1 12 48 16 2 47 1 12 12 3 12 12 1 52 16 16 1 3 16 16 16 159
split_gain=109.074 16.0246 11.0269 10.1015 8.833 10.923 5.70197 5.45726 4.32627 3.18265 2.28599 2.03556 2.15396 3.32435 1.39092 1.14299 0.967295 0.921593 0.724227 0.702505 0.697841 1.08182 0.824219 0.772963 0.603312 0.518814 0.494235 0.468711 0.366086
threshold=0.10557500000000002 -0.40011499999999994 0.3148450000000001 0.0047850000000000011 0.085765000000000022 0.10633000000000002 0.093925000000000022 0.088035000000000016 0.093910000000000007 0.10088000000000001 0.13995000000000002 0.085730000000000015 0.080075000000000021 0.081315000000000012 0.11755500000000001 -0.087789999999999993 -0.097199999999999995 0.086965000000000015 0.083945000000000006 0.11584000000000001 0.076585000000000014 -0.073309999999999986 -0.082194999999999976 0.077690000000000023 -0.082234999999999989 -0.0088649999999999996 -0.13800499999999996 -0.025214999999999998 -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=3 -2 4 6 5 19 8 -5 11 25 -8 16 13 17 20 -6 -1 -13 27 -3 22 -22 -10 -24 -20 -7 -17 -18 -23
right_child=1 2 -4 7 15 9 10 -9 14 -11 -12 12 -14 -15 -16 26 18 -19 24 -21 21 28 23 -25 -26 -27 -28 -29 -30
leaf_value=0.0031107622426771791 0.0024664651890065536 0.0023571117299170568 -0.00015074513317149383 0.002227116763490339 0.0008448849818237156 0.00077269235699202693 0.001559949889521091 0.00092433476754073742 0.0019858867652758606 0.0014832959068967434 0.0023835576104068983 0.0027203539432729563 0.0031488707943588714 0.0019260063202139444 0.00192021390898051 0.00011578485340715012 0.0027244349708329357 0.0024846951378091581 0.0027686331759576104 0.0018731477524967976 0.0028000083769648249 0.0025056127126302859 0.0022216130765443645 0.0025890692496975476 0.0025379356432438773 0.00036416329769167798 0.00051778160279788966 0.0031203430569899525 0.0021388489324123518
leaf_weight=76 66 53 90 66 57 69 79 59 67 57 56 267 54 86 71 62 53 422 290 67 85 57 130 100 185 54 57 70 53
leaf_count=76 66 53 90 66 57 69 79 59 67 57 56 267 54 86 71 62 53 422 290 67 85 57 130 100 185 54 57 70 53
internal_value=0 0.00101623 0.000847066 0.00247307 0.0010358 0.0013603 0.00252193 0.00161247 0.00256244 0.000875527 0.00190184 0.00264968 0.00254602 0.00250397 0.00232946 0.000482483 0.00277714 0.00257607 0.00273468 0.00208718 0.00238845 0.0025346 0.00229238 0.00238152 0.00267885 0.000593608 0.000308617 0.00295002 0.0023292
internal_weight=0 632 566 2326 476 300 2201 125 2066 180 135 1503 829 775 563 176 674 689 598 120 492 195 297 230 475 123 119 123 110
internal_count=2958 632 566 2326 476 300 2201 125 2066 180 135 1503 829 775 563 176 674 689 598 120 492 195 297 230 475 123 119 123 110
is_linear=0
shrinkage=0.00310948


Tree=2914
num_leaves=25
num_cat=0
split_feature=4 3 15 401 3 16 3 3 3 4 123 4 4 393 3 4 3 43 50 481 4 3 480 130
split_gain=1.57022 2.04564 3.88032 1.08976 0.858087 2.05908 1.85447 0.712908 1.07813 1.01732 0.688496 1.11419 1.55649 0.782437 0.591254 0.571053 0.568599 0.559626 0.649389 0.54858 0.74842 0.494417 0.277605 0.195839
threshold=-0.082199999999999981 0.057935000000000007 -0.018024999999999996 0.080265000000000017 0.097775000000000015 -0.49804499999999996 0.28833000000000003 -0.14186499999999996 -0.24149499999999999 -0.50324499999999983 0.084180000000000019 0.50541500000000006 0.0060300000000000015 0.084330000000000016 -0.082439999999999986 -0.092854999999999979 0.10661500000000002 -0.23538999999999996 -0.041284999999999995 -0.048929999999999994 -0.079374999999999987 -0.086064999999999989 0.085465000000000013 0.0046850000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 4 7 -3 -6 -7 8 -1 -9 13 12 -12 17 15 -11 -16 -2 -19 22 -21 23 -20 -17
right_child=1 2 -4 -5 5 6 -8 9 -10 14 11 -13 -14 -15 16 21 -18 18 19 20 -22 -23 -24 -25
leaf_value=0.003554904312972413 0.0062566768344098087 -0.0016703992621709108 -0.0077240883123428821 -0.00013995332047020902 -0.0017113623541538095 0.010856498542817304 0.00201545672169803 0.0004335625724066218 0.01006955579440188 0.0010548160117349293 0.002867261400260359 0.0047802598228252864 -0.0056632834954616794 -0.00089630258889525859 0.0096589269315738129 0.006602964761957467 0.0045041842447372613 0.00019183087931194654 0.0041701231696908347 0.00065967033331058422 0.0033503563838939384 0.0026836571983215179 0.0074008396764276866 0.0040288353409960809
leaf_weight=57 74 64 66 60 71 52 68 75 71 61 53 55 53 58 55 132 52 89 90 143 1264 90 53 52
leaf_count=57 74 64 66 60 71 52 68 75 71 61 53 55 53 58 55 132 52 89 90 143 1264 90 53 52
internal_value=0 0.00248754 -0.00011406 0.00439254 0.00185412 0.00303708 0.00584971 0.00481475 0.00717144 0.00423055 0.00291999 0.000712578 -0.00139447 0.00312045 0.00487399 0.00414356 0.00715733 0.00325668 0.003121 0.00328895 0.00307716 0.00482982 0.00537015 0.00587754
internal_weight=0 2253 321 705 255 191 120 645 128 517 1932 161 106 1771 442 335 107 1713 1639 1550 1407 274 143 184
internal_count=2958 2253 321 705 255 191 120 645 128 517 1932 161 106 1771 442 335 107 1713 1639 1550 1407 274 143 184
is_linear=0
shrinkage=0.0352082


Tree=2915
num_leaves=12
num_cat=0
split_feature=10 0 14 39 10 39 0 151 3 1443 158
split_gain=2.0583 1.4414 1.28712 1.04369 0.940856 1.13061 1.17032 1.43249 0.92518 0.836778 0.642327
threshold=-0.00189 -0.068669999999999995 0.073890000000000011 0.10096000000000001 0.057650000000000007 0.084950000000000012 -0.10071499999999999 -0.086824999999999986 0.11745500000000002 0.084285000000000013 0.065940000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -2 9 -8 -9
right_child=2 -3 -4 -5 -6 -7 8 10 -10 -11 -12
leaf_value=0.0018604473431445767 -0.0029997773297987772 -0.0041560054536486611 0.0058208038545624115 -0.00090723704203891139 -0.0014241755156020393 0.0058562168030683939 0.0026393698099499863 0.0011103541085909488 0.0064757861986537721 -0.001302935983134519 0.0049028261241433908
leaf_weight=74 78 82 103 98 62 93 1912 275 60 54 52
leaf_count=74 78 82 103 98 62 93 1912 275 60 54 52
internal_value=0 -0.00129991 0.00238905 0.00225723 0.00237728 0.00247079 0.00234114 0.000805708 0.00264791 0.00253092 0.00171446
internal_weight=0 156 2787 2684 2586 2524 2431 405 2026 1966 327
internal_count=2943 156 2787 2684 2586 2524 2431 405 2026 1966 327
is_linear=0
shrinkage=0.0312639


Tree=2916
num_leaves=20
num_cat=0
split_feature=4 15 0 52 48 41 52 15 1 16 3 2 1213 2 457 3 4 16 43
split_gain=1.46212 1.01503 0.912469 0.881255 0.858718 1.03585 0.974491 0.705351 1.1498 0.701179 0.828658 2.45713 1.23405 0.785099 1.0769 0.46173 0.797199 1.33146 0.189673
threshold=0.31392000000000003 -0.14051999999999998 -0.098429999999999976 0.056265000000000009 0.08832000000000001 0.075585000000000013 0.13248000000000001 -0.091074999999999975 0.10835000000000002 0.62619000000000014 -0.086424999999999988 0.10100500000000003 -0.080614999999999978 -0.0098549999999999974 0.041025000000000006 0.13470000000000001 0.50996500000000011 -0.5152199999999999 -0.075739999999999988
decision_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 15 5 9 7 -6 18 10 11 12 -3 -12 -15 16 17 -2 -9
right_child=3 4 -4 -5 6 -7 -8 8 -10 -11 13 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0074526734863247781 0.00089948940099520097 -0.0016231836434006442 0.0024529224973927118 0.0036867094261511125 -0.0016125390683907523 0.0058475990215582276 -0.0036619097919037141 0.0032657629921621269 -0.0012844489125748461 0.0055021611575311272 -0.0015965152388351949 -0.005880562067033664 0.002625823263811636 0.002384418199346882 0.0062321081335585705 -0.0036455241220461022 0.0028326897368723281 -0.0060944545127598034 0.0062225968754059157
leaf_weight=83 86 104 92 58 68 96 58 53 59 73 54 57 374 1302 93 61 68 52 52
leaf_count=83 86 104 92 58 68 96 58 53 59 73 54 57 374 1302 93 61 68 52 52
internal_value=0 0.00228525 0.00482634 -0.000168441 0.00210307 0.00234061 0.000338268 0.0013399 0.00256633 0.00217676 0.00205422 0.000892183 0.00170058 0.00248301 0.0026412 -0.00100727 -0.000224251 -0.00173324 0.00473361
internal_weight=0 2618 175 325 2443 2153 290 232 164 2057 1984 535 478 1449 1395 267 206 138 105
internal_count=2943 2618 175 325 2443 2153 290 232 164 2057 1984 535 478 1449 1395 267 206 138 105
is_linear=0
shrinkage=0.0345179


Tree=2917
num_leaves=16
num_cat=0
split_feature=2 4 42 4 4 43 3 42 48 4 43 148 11 133 3
split_gain=1.25471 0.579405 0.908168 1.04648 0.597716 0.549078 0.994492 0.846366 0.709778 0.6994 0.8341 0.599136 0.61063 0.434264 0.272258
threshold=0.25063000000000007 0.31392000000000003 0.085495000000000015 0.42405000000000009 0.51395000000000002 0.086765000000000023 0.11269500000000002 -0.036704999999999995 0.089640000000000011 -0.5109999999999999 -0.50775499999999985 -0.083699999999999983 0.087090000000000015 -0.44221499999999997 -0.076969999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -5 6 9 13 -8 -1 -11 -12 -13 -7 -9
right_child=-2 2 -4 4 -6 7 8 14 -10 10 11 12 -14 -15 -16
leaf_value=-0.0019693987800320639 -0.0041774038059758196 -0.0018073398593484856 -0.0026745725860522324 0.0063383788600509033 0.0008725591919414229 0.0037287882826044292 -0.0050233758488305077 0.0040863558835620966 0.0014626380828026838 0.0072965456861381374 0.0064166325461809384 0.0019881733254798304 0.0061900092357173222 -0.00087101657013673118 0.0078322894294797513
leaf_weight=61 52 75 101 76 54 74 52 53 54 52 52 2000 56 57 74
leaf_count=61 52 75 101 76 54 74 52 53 54 52 52 2000 56 57 74
internal_value=0 0.00203424 0.000401076 0.00191846 0.00407122 0.00222741 0.00203462 0.00396462 -0.00171519 0.00221377 0.0023321 0.00220944 0.00210283 0.00172412 0.00627236
internal_weight=0 2891 306 205 130 2585 2327 258 106 2221 2160 2108 2056 131 127
internal_count=2943 2891 306 205 130 2585 2327 258 106 2221 2160 2108 2056 131 127
is_linear=0
shrinkage=0.0396502


Tree=2918
num_leaves=13
num_cat=0
split_feature=10 40 13 2 13 9 4 15 48 3 1 2
split_gain=0.890171 0.941995 0.831894 1.55962 0.599095 0.609324 1.07024 0.690266 0.630293 1.11163 0.716849 0.290935
threshold=-1.0000000180025095e-35 0.0045850000000000005 -0.0094049999999999984 -0.012574999999999998 0.26838000000000006 1.0000000180025095e-35 0.50541500000000006 -0.23043999999999995 -0.068459999999999979 0.10766000000000002 0.09697500000000002 0.13388500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 6 7 -2 10 -10 -9 -8
right_child=1 -3 -4 -5 -6 -7 11 8 9 -11 -12 -13
leaf_value=0.0046151357744985853 0.0049184253458984051 -0.00247320083945737 -0.0046967633761441545 -0.0036855913556170707 0.0051740599808080892 0.0051614880478561276 -0.0036749801572150908 0.0013194682809047279 0.0015815710237531203 -0.0018162297231286407 0.006598892618889826 -6.7781325033559956e-05
leaf_weight=56 74 68 52 52 56 55 54 62 2179 121 61 53
leaf_count=56 74 68 52 52 56 55 54 62 2179 121 61 53
internal_value=0 0.00153739 -0.00110897 0.000615077 0.00163798 0.00156337 0.00148723 0.00163217 0.00153165 0.00140266 0.00394072 -0.00189168
internal_weight=0 2783 160 108 2715 2659 2604 2497 2423 2300 123 107
internal_count=2943 2783 160 108 2715 2659 2604 2497 2423 2300 123 107
is_linear=0
shrinkage=0.0345179


Tree=2919
num_leaves=9
num_cat=0
split_feature=151 49 4 39 42 47 47 475
split_gain=0.977561 0.814461 0.83812 0.827144 0.644515 0.730221 0.729427 0.648379
threshold=-0.40941499999999992 0.13725000000000001 0.51395000000000002 -1.0000000180025095e-35 0.12074000000000001 0.11414000000000001 0.10664500000000002 0.0072950000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5
right_child=1 -3 -4 4 -6 -7 -8 -9
leaf_value=0.0058317546579884387 0.0061082482539151573 -0.0031102867438201282 -0.0022669138789777449 0.0010873267926869181 0.004255294841349103 -0.0022308976397592251 0.0057684027655781006 0.004536812647947165
leaf_weight=67 53 63 94 2341 103 88 52 82
leaf_count=67 53 63 94 2341 103 88 52 82
internal_value=0 0.00117333 0.00126941 0.00139181 0.0012979 0.00117889 0.00130029 0.00120423
internal_weight=0 2876 2813 2719 2666 2563 2475 2423
internal_count=2943 2876 2813 2719 2666 2563 2475 2423
is_linear=0
shrinkage=0.0381105


Tree=2920
num_leaves=13
num_cat=0
split_feature=2 11 11 43 1429 1348 16 123 124 4 151 43
split_gain=1.52277 1.14532 1.20036 0.995465 0.748994 0.750292 0.835434 0.825744 0.966154 0.764588 0.747943 0.578244
threshold=0.14808000000000002 0.089795000000000014 0.080455000000000013 -1.0000000180025095e-35 -0.086994999999999989 1.0000000180025095e-35 -0.49353499999999995 0.085705000000000017 -0.079729999999999981 0.41939500000000002 0.072810000000000014 -0.017474999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 6 9 10 -9 11 -8 -6
right_child=3 -3 -4 -5 5 -7 7 8 -10 -11 -12 -13
leaf_value=0.0052751522062514525 -6.5829880631283752e-05 -0.0030535736562223091 0.0053435450125363122 -0.0068051841995248894 0.0046291954775301318 -0.0029060826090441241 0.00078597541245483532 -0.0058400222829235295 0.00065700924481444471 0.0067463941353567564 0.0044846449323818361 -0.00036497945639988276
leaf_weight=52 61 94 85 57 53 70 2157 54 71 59 76 75
leaf_count=52 61 94 85 57 53 70 2157 54 71 59 76 75
internal_value=0 0.000921402 0.00105732 -0.00332459 0.000920564 0.000833822 0.000936842 0.000749728 -0.00214658 0.00329418 0.000912035 0.00169987
internal_weight=0 2846 2752 118 2667 2615 2545 2358 125 187 2233 128
internal_count=2964 2846 2752 118 2667 2615 2545 2358 125 187 2233 128
is_linear=0
shrinkage=0.0366306


Tree=2921
num_leaves=16
num_cat=0
split_feature=3 0 16 12 16 16 12 484 484 160 50 133 0 49 3
split_gain=1.43138 0.839976 0.994157 0.706125 0.660626 1.06497 0.92099 0.754468 1.4452 0.830826 0.678542 0.63682 0.494436 0.445331 0.771563
threshold=0.3148450000000001 0.024295000000000001 0.26900000000000007 -0.098524999999999988 -0.41776999999999992 -0.16956499999999999 0.092675000000000021 0.085515000000000022 0.087735000000000021 -0.078324999999999992 0.13251500000000002 0.035950000000000003 -0.029849999999999998 -0.015164999999999998 -0.034509999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 -1 6 -6 13 10 -9 -10 12 -3 -7 -5 -15
right_child=-2 2 -4 4 5 7 -8 8 9 -11 -12 -13 -14 14 -16
leaf_value=0.004564272204329289 -0.0034613537740450593 -0.0044347995944874156 0.001486788317798341 -0.0007495777976074204 -0.0035377793640262306 0.00092550360836752448 0.0057965380283047045 -0.005912610004775473 0.0019447292378991701 -0.0026689680909744648 0.0041372533559949761 -0.00013603720280326381 -0.0022369746977794723 -0.00051495753857932417 0.0047417105636088737
leaf_weight=56 94 96 100 76 66 1855 65 52 123 66 71 63 56 54 71
leaf_count=56 94 96 100 76 66 1855 65 52 123 66 71 63 56 54 71
internal_value=0 0.000698712 -0.00110283 0.000877553 0.000796609 0.000614537 0.00236206 0.000737977 -0.00101413 0.000331723 0.000951203 -0.00273374 0.000832645 0.00124964 0.002468
internal_weight=0 2870 259 2611 2555 2289 266 2223 241 189 1982 159 1911 201 125
internal_count=2964 2870 259 2611 2555 2289 266 2223 241 189 1982 159 1911 201 125
is_linear=0
shrinkage=0.0331775


Tree=2922
num_leaves=25
num_cat=0
split_feature=1 2 52 4 2 30 2 1 2 1 4 14 150 48 4 4 2 50 4 1 52 133 4 50
split_gain=71.2734 16.3011 6.52359 5.82188 3.5726 3.42781 5.98031 3.80107 3.15425 3.20788 1.85512 1.80988 1.67369 1.64079 1.7497 1.27686 1.00762 1.18753 0.998979 0.974191 0.86883 0.875358 0.457762 0.446849
threshold=0.10509 0.12750000000000003 -0.43279999999999996 0.24099500000000004 0.14808000000000002 0.086870000000000017 1.0000000180025095e-35 0.12988000000000002 0.12860500000000002 0.089605000000000018 0.04105000000000001 0.077140000000000014 0.082085000000000019 0.090730000000000019 -0.50393499999999991 0.41315500000000005 0.10325000000000002 0.089430000000000023 -0.011369999999999998 0.11561500000000001 0.053330000000000009 0.085355000000000014 -0.068809999999999996 0.10880500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 -3 6 7 19 9 10 11 13 16 14 -1 -8 17 22 -15 -4 21 -12 -11 -19
right_child=1 4 5 -5 -6 -7 15 -9 -10 12 20 -13 -14 18 -16 -17 -18 23 -20 -21 -22 -23 -24 -25
leaf_value=0.0028201761271424183 0.0023413922080941295 0.00084794024196997481 0.0024026707444896244 0.0015328936117674653 8.9964581745283572e-05 0.00074750316413894121 0.00082866117548060603 0.0012609764139646395 0.0015687786383292821 0.0016758946632939738 0.0016410357021344689 0.002820003273381133 0.001653665920930737 0.0017458132076690999 0.0023372799384402511 0.0013622310664206311 0.0024688952844316159 0.0024087872503173566 0.0022428244167501609 0.0018607406825409058 0.00234345580825834 0.0021331240512804175 0.0020006366326861744 0.0020774756715601348
leaf_weight=63 58 104 54 94 94 67 91 63 53 52 55 63 72 57 1317 59 58 73 76 53 52 62 112 62
leaf_count=63 58 104 54 94 94 67 91 63 53 52 55 63 72 57 1317 59 58 73 76 53 52 62 112 62
internal_value=0 0.00116073 0.00145988 0.00222046 0.000488245 0.00132769 0.00144908 0.00181097 0.00224946 0.00226604 0.00231981 0.00235001 0.00204726 0.00233042 0.00235935 0.00103873 0.00212655 0.00206004 0.00203005 0.00213452 0.00203805 0.00190206 0.00189785 0.00225685
internal_weight=0 643 445 2321 198 387 320 170 2227 2174 1745 1576 429 1513 1380 150 357 299 133 107 169 117 164 135
internal_count=2964 643 445 2321 198 387 320 170 2227 2174 1745 1576 429 1513 1380 150 357 299 133 107 169 117 164 135
is_linear=0
shrinkage=0.00281635


Tree=2923
num_leaves=11
num_cat=0
split_feature=3 3 151 1348 151 0 0 3 4 160
split_gain=1.17128 0.710126 0.804814 1.00651 0.77917 0.851766 1.08937 0.908262 0.646658 0.608097
threshold=0.3148450000000001 0.12955000000000003 -0.40941499999999992 1.0000000180025095e-35 0.084350000000000008 0.0040950000000000005 0.044695000000000006 -0.15288999999999997 -0.10701499999999999 -0.0080249999999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4 -9 -8
right_child=-2 -3 3 -5 -6 6 9 8 -10 -11
leaf_value=0.004826142978980835 -0.0029119757640273529 0.0039876069753640607 0.0046786448441076649 -0.0033614248112426811 0.0039752593913034463 -0.0053879660378617208 0.0032270438622265803 -0.0028067619434768475 0.00098167816592991102 -0.001059928640025536
leaf_weight=61 94 92 78 67 96 55 54 55 2166 146
leaf_count=61 94 92 78 67 96 55 54 55 2166 146
internal_value=0 0.00100282 0.000903835 0.000815639 0.000921387 0.000806453 -0.0010856 0.00101648 0.000887697 9.57115e-05
internal_weight=0 2870 2778 2717 2650 2554 255 2299 2221 200
internal_count=2964 2870 2778 2717 2650 2554 255 2299 2221 200
is_linear=0
shrinkage=0.0345179


Tree=2924
num_leaves=11
num_cat=0
split_feature=2 39 3 150 10 9 47 50 52 52
split_gain=0.961323 0.690547 0.673979 0.641272 0.611484 0.842852 0.721498 0.951291 0.873456 0.46968
threshold=0.14808000000000002 0.11290000000000001 -0.0066499999999999988 -0.091839999999999991 -0.07564499999999999 -1.0000000180025095e-35 0.11224000000000002 -0.23848499999999997 -0.049669999999999999 -0.036309999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -5 -6 7 -7 -9 -8
right_child=2 -3 -4 4 5 6 9 8 -10 -11
leaf_value=0.0041481894146230712 0.00061132872707195815 -0.0030442057509327881 -0.0046376036351070829 0.0044842301075286289 -0.0028092656869504952 0.005003990098253982 0.00036124029907299291 -0.00018466751880599191 0.0012947732042653264 -0.0038850109696247064
leaf_weight=72 52 53 66 54 76 69 64 653 1745 60
leaf_count=72 52 53 66 54 76 69 64 653 1745 60
internal_value=0 0.000857363 -0.00232139 0.000931532 0.000846281 0.000772483 0.000877686 0.00100692 0.000891753 -0.00169043
internal_weight=0 2846 118 2793 2721 2667 2591 2467 2398 124
internal_count=2964 2846 118 2793 2721 2667 2591 2467 2398 124
is_linear=0
shrinkage=0.0345179


Tree=2925
num_leaves=13
num_cat=0
split_feature=148 14 10 10 1 0 41 1 0 0 3 3
split_gain=1.24317 0.657972 0.739514 1.18684 0.601723 1.55023 1.21799 0.874325 1.75955 1.08617 0.797282 0.68871
threshold=-0.082084999999999977 0.083835000000000007 -0.16262499999999996 -0.014199999999999999 0.11597500000000001 -0.033754999999999993 0.085175000000000015 0.080320000000000016 -0.13165999999999997 -0.13843999999999998 0.30863500000000005 0.018975000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 10 7 9 -9 -5 11 -6
right_child=1 -3 3 4 5 -7 -8 8 -10 -11 -12 -13
leaf_value=0.0048659216944891559 0.0044935136152602102 -0.0028134703058455088 -0.004177430317519896 0.00579147682675199 0.00061127820189642941 0.0062905634903534131 -0.0039727583549094411 -0.0027374125721014199 0.00079889899949572385 0.0010792689714889689 -0.0027566984501104048 0.0050877655707150691
leaf_weight=83 59 56 53 56 133 77 61 207 615 1426 52 53
leaf_count=83 59 56 53 56 133 77 61 207 615 1426 52 53
internal_value=0 0.000745853 0.000817371 0.000737881 0.000835218 0.00219788 0.000653573 0.000776212 -9.12011e-05 0.00125757 0.000872283 0.00188874
internal_weight=0 2848 2792 2733 2680 315 2365 2304 822 1482 238 186
internal_count=2931 2848 2792 2733 2680 315 2365 2304 822 1482 238 186
is_linear=0
shrinkage=0.0331775


Tree=2926
num_leaves=17
num_cat=0
split_feature=51 123 39 52 1 158 156 0 48 52 1 16 51 51 157 16
split_gain=1.75809 0.636346 0.773522 1.08103 0.933783 1.41599 1.63591 1.07851 1.41183 1.38538 0.728708 0.600762 0.76742 0.679748 0.623267 0.196288
threshold=0.14122000000000004 0.09394000000000001 0.09086000000000001 -0.036309999999999988 0.080320000000000016 0.088055000000000008 0.10779500000000002 -0.12851999999999997 0.085790000000000019 -0.0014699999999999997 1.0000000180025095e-35 0.46043000000000006 -0.085594999999999991 -0.032999999999999995 -0.017409999999999998 -0.021179999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 10 6 7 9 -9 -6 11 12 14 -14 -1 -7
right_child=-2 -3 3 -5 5 15 -8 8 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=0.0066910344808346709 0.0052802188539320255 -0.0023153643208518302 0.00727215787402072 0.00080684285555511807 -0.00036534302164889385 0.0049263435341542171 0.0038814526775997793 -0.00091099699730211672 0.0040535859427530078 -0.0054417930546400099 0.0051177650994561038 -0.0025866227951831184 -0.0025696511335535099 0.0010743050733636786 0.0014812998899915841 0.0019547401360575384
leaf_weight=53 103 90 52 84 131 60 91 575 81 136 55 56 67 1183 62 52
leaf_count=53 103 90 52 84 131 60 91 575 81 136 55 56 67 1183 62 52
internal_value=0 0.000596716 0.000692575 0.00328164 0.000557107 -0.000206248 -0.000621513 -0.00106587 -0.000297419 -0.00295251 0.0011397 0.000985469 0.00113229 0.000878688 0.00388558 0.00355003
internal_weight=0 2828 2738 136 2602 1126 1014 923 656 267 1476 1421 1365 1250 115 112
internal_count=2931 2828 2738 136 2602 1126 1014 923 656 267 1476 1421 1365 1250 115 112
is_linear=0
shrinkage=0.0352082


Tree=2927
num_leaves=19
num_cat=0
split_feature=4 12 2 1 1 457 49 4 4 12 43 15 52 12 4 1 43 51
split_gain=42.7389 12.2822 9.52577 5.54221 4.36515 3.41152 2.69372 2.6449 1.84509 1.69515 1.56983 1.21891 1.1828 0.900942 0.958454 0.944289 0.386758 0.306964
threshold=0.27258000000000004 -1.0000000180025095e-35 0.14290000000000003 0.13662500000000002 0.092845000000000025 0.11129500000000002 -1.0000000180025095e-35 0.053925000000000008 -0.018069999999999996 0.090285000000000018 -0.049364999999999992 -0.43587999999999999 -0.5663649999999999 0.10253500000000002 0.0067750000000000006 0.083250000000000005 -0.078469999999999984 -0.41601499999999997
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 6 -1 7 -2 12 -6 16 -8 -5 -3 14 -14 -15 -9 -11
right_child=3 2 -4 11 8 -7 10 9 -10 17 -12 -13 13 15 -16 -17 -18 -19
leaf_value=0.0019769304762143019 0.00070274641070613389 0.0027163704795510491 0.0010012315479285675 0.00068749760764796333 0.00072369621837187507 0.0014300804876067113 0.0010552278187320021 0.0020441813789718278 0.0014075332068840267 0.0018963534674535409 0.0016967544739389744 3.2910075012184664e-05 0.0022554028331809193 0.0019244991961425409 0.002615334190327662 0.0023706042755856434 0.0024165703757016823 0.001609165451084427
leaf_weight=96 68 52 63 52 59 52 60 56 98 59 88 54 1644 149 73 64 52 92
leaf_count=96 68 52 63 52 59 52 60 56 98 59 88 54 1644 149 73 64 52 92
internal_value=0 0.00210306 0.00217163 0.00092569 0.00146437 0.00220377 0.00120593 0.00222171 0.00115076 0.00193113 0.0014369 0.000354336 0.00225966 0.00224734 0.00227072 0.00205869 0.00222378 0.00172159
internal_weight=0 2609 2356 322 253 2293 216 2241 157 259 148 106 1982 1930 1717 213 108 151
internal_count=2931 2609 2356 322 253 2293 216 2241 157 259 148 106 1982 1930 1717 213 108 151
is_linear=0
shrinkage=0.0030485


Tree=2928
num_leaves=17
num_cat=0
split_feature=51 12 16 13 13 34 1 158 156 402 1209 16 131 12 1 3
split_gain=1.19869 0.557081 1.0355 0.855376 0.923342 0.685883 0.898836 0.965536 1.1349 0.811008 1.07767 0.459813 0.357574 0.198719 0.159309 0.118159
threshold=0.14122000000000004 0.10396500000000002 -0.27157999999999993 0.17888000000000001 0.10077500000000002 -0.08330499999999999 0.080320000000000016 0.088450000000000015 0.10854500000000002 -0.020594999999999999 0.087355000000000002 -0.078504999999999991 0.078355000000000022 0.11160500000000002 0.11230000000000001 -0.064349999999999991
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 9 8 -8 10 -7 -4 -11 -13 -9 -15
right_child=-2 2 11 -5 -6 6 7 14 -10 12 -12 13 -14 15 -16 -17
leaf_value=0.0042178705865935978 0.0046317556450100293 -0.0049483541419389227 0.0026025221080216748 0.0042376415196890621 -0.0032423236055511878 0.006037519694688318 -0.00056817311167060857 0.0046133347600576472 0.0038308517088392904 0.00099441703474810092 0.00059892931801812138 0.00091043058330734421 0.0036975197278337124 -0.0026997293634187969 0.0019071164208135452 -0.0003743877555496264
leaf_weight=76 103 53 76 94 63 100 866 53 76 1013 77 62 62 53 52 52
leaf_count=76 103 53 76 94 63 100 866 53 76 1013 77 62 62 53 52 52
internal_value=0 0.000839865 -0.000576278 0.00100556 0.000880795 0.000990321 0.000883465 0.000136726 -0.000212871 0.00150764 0.00367366 0.000375786 0.00115066 -0.000635372 0.00327662 -0.00155164
internal_weight=0 2828 296 2532 2438 2375 2299 1047 942 1252 177 243 1075 167 105 105
internal_count=2931 2828 296 2532 2438 2375 2299 1047 942 1252 177 243 1075 167 105 105
is_linear=0
shrinkage=0.0345179


Tree=2929
num_leaves=21
num_cat=0
split_feature=4 2 159 123 48 2 49 13 1429 14 2 2 4 13 4 4 15 16 13 15
split_gain=27.4483 8.47917 2.89564 2.53918 2.03307 1.65871 1.57351 1.25413 1.21647 1.02933 1.1076 1.38482 1.8655 1.25156 1.17268 1.02 0.946465 0.904845 0.386683 0.138113
threshold=0.31392000000000003 0.10859000000000001 0.051140000000000012 1.0000000180025095e-35 0.086410000000000015 0.14073000000000005 0.12372500000000002 -0.071964999999999987 -0.086159999999999987 0.073890000000000011 0.098655000000000007 0.10202000000000001 -0.014854999999999998 -0.083514999999999992 -0.22295999999999996 -0.012164999999999999 -0.43587999999999999 0.057265000000000003 -0.032959999999999996 -0.069814999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 8 -5 7 15 -2 -1 10 13 -12 -13 17 -15 18 -9 -10 -3 -17
right_child=5 2 -4 4 -6 -7 -8 16 9 -11 11 12 -14 14 -16 19 -18 -19 -20 -21
leaf_value=0.0027272463810636841 0.00091745444225341092 0.0023413592700942424 0.0011736405972940013 0.0021726992870558636 0.0012645964103910063 0.0006531544451913601 0.0013410655381387877 0.0017436937286267383 0.0023154591350522604 0.0025654823480340512 0.0016015393162174707 0.0025777254477129044 0.0018110908065887984 0.0026266836751722041 0.0021469501429166229 0.001828870135215808 0.0011699940095645589 0.0027619063967596184 0.0019865817795879041 0.0015878430834073197
leaf_weight=53 91 60 93 53 55 78 57 57 491 90 72 65 75 59 1161 58 71 56 82 54
leaf_count=53 91 60 93 53 55 78 57 57 491 90 72 65 75 59 1161 58 71 56 82 54
internal_value=0 0.00212579 0.00168556 0.00220553 0.00171057 0.00106734 0.00183852 0.0012147 0.0022307 0.00221797 0.00220215 0.00197531 0.00216728 0.00222934 0.00217018 0.00195002 0.00142574 0.00236123 0.00213674 0.00171298
internal_weight=0 2634 404 2230 108 297 311 219 2122 2069 1979 212 140 1767 1220 254 128 547 142 112
internal_count=2931 2634 404 2230 108 297 311 219 2122 2069 1979 212 140 1767 1220 254 128 547 142 112
is_linear=0
shrinkage=0.0032998


Tree=2930
num_leaves=32
num_cat=0
split_feature=4 12 150 12 133 4 52 4 49 49 40 12 52 4 12 151 13 15 133 402 4 51 4 15 133 12 13 12 4 12 15
split_gain=32.7339 13.0851 7.10172 3.9075 3.5641 3.76166 4.51049 3.66277 5.59432 2.8848 2.76251 2.14734 1.87273 1.84107 1.90966 1.81016 1.18966 1.0512 1.04424 1.42674 1.53512 0.911026 0.890719 0.768886 0.665031 0.55181 0.5417 0.369476 0.332412 0.330632 0.275742
threshold=0.31392000000000003 0.056995000000000011 0.094545000000000018 0.13642500000000005 0.087455000000000019 -0.00090499999999999988 -0.092084999999999986 -0.15366499999999997 -0.0055299999999999993 0.091380000000000003 -0.073884999999999992 0.084065000000000015 -0.023474999999999996 -0.057674999999999997 0.09253500000000002 -0.083939999999999987 -1.0000000180025095e-35 -0.18498499999999998 -0.067374999999999977 0.042235000000000002 -0.22295999999999996 -0.014214999999999998 -0.077044999999999988 -0.077474999999999988 0.087950000000000014 0.085760000000000017 -0.053999999999999999 -1.0000000180025095e-35 0.053925000000000008 0.088135000000000005 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
left_child=1 2 4 11 5 6 -1 -8 -9 16 -2 21 -12 18 15 25 -7 27 22 20 -20 -3 29 28 -17 -15 -25 -14 -16 -13 -23
right_child=10 3 -4 -5 -6 9 7 8 -10 -11 12 13 17 14 23 24 -18 -19 19 -21 -22 30 -24 26 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0019124273828702346 0.00025913659270204671 0.0019512465664521289 0.00045608511248175721 0.0010859353991560755 0.00076152656704055264 0.001933275685166576 0.0017298055760314518 0.001423023367219512 -6.3040392533718955e-05 0.0014257300480258095 0.00038074016921347674 0.0022141420964231521 0.0010434454707458373 0.0018259095939265053 0.0019540713316576835 0.0021381036252099287 0.0025985913160248889 0.00075417809879392388 0.0024287440987830317 0.0015702637897733499 0.0019616414482969391 0.0023255186628764646 0.0018578544278892984 0.0017085702463321233 0.0018433938678433296 0.0013566976018839544 0.0013980259285391015 0.0014033026148510932 0.0016314181359518619 0.0025026880428892827 0.0026400743939267559
leaf_weight=103 88 54 74 54 56 52 54 54 52 61 52 100 53 52 100 303 63 70 87 81 508 74 53 115 112 55 125 72 53 77 53
leaf_count=103 88 54 74 54 56 52 54 54 52 61 52 100 53 52 100 303 63 70 87 81 508 74 53 115 112 55 125 72 53 77 53
internal_value=0 0.0018259 0.00139151 0.0019461 0.00153128 0.00162939 0.00138399 0.00104359 0.000693685 0.00199591 0.000751861 0.00196928 0.000927267 0.00193576 0.00183303 0.00196164 0.00229805 0.00107283 0.00203948 0.00197496 0.00203 0.00230635 0.00222894 0.00166212 0.00205865 0.00158505 0.00154697 0.001251 0.00184253 0.00233986 0.00245706
internal_weight=0 2625 569 2056 495 439 263 160 106 176 335 2002 247 1821 915 522 115 195 906 676 595 181 230 393 415 107 240 125 153 177 127
internal_count=2960 2625 569 2056 495 439 263 160 106 176 335 2002 247 1821 915 522 115 195 906 676 595 181 230 393 415 107 240 125 153 177 127
is_linear=0
shrinkage=0.0032351


Tree=2931
num_leaves=29
num_cat=0
split_feature=3 3 43 2 2 3 123 1420 49 3 10 2 49 2 49 2 133 43 13 3 2 3 43 1447 2 13 2 3
split_gain=51.8017 14.7895 9.77058 8.60454 5.2174 3.02135 2.91619 2.00108 2.38599 2.73834 1.97342 2.68448 1.61251 1.51735 1.58866 1.61286 1.35312 1.96273 1.25626 1.26375 1.22271 1.18583 0.82889 0.815597 0.443761 0.392799 0.390586 0.30599
threshold=-0.049204999999999992 0.28833000000000003 -0.033049999999999989 0.11426500000000002 0.10433000000000002 -0.11211999999999998 0.08901000000000002 -0.052769999999999991 -0.026279999999999998 -0.088484999999999994 -0.00189 0.098180000000000003 1.0000000180025095e-35 0.078775000000000012 -0.00025999999999999992 0.093320000000000014 -0.083549999999999999 0.05259500000000001 -0.083709999999999993 -0.086064999999999989 0.12336000000000001 -0.080349999999999991 0.066010000000000013 -0.078554999999999986 0.090485000000000024 -0.43902499999999994 0.084145000000000011 0.11269500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 7 13 -5 10 -1 9 -9 -2 -12 27 -4 -15 -16 21 18 19 -18 -7 22 26 -20 -23 -3 -10 -6
right_child=1 25 4 5 12 20 -8 8 16 -11 11 -13 -14 14 15 -17 17 -19 23 -21 -22 24 -24 -25 -26 -27 -28 -29
leaf_value=0.0022849936002092347 0.00027581049547141729 -0.00029986236822680926 0.0011313243233472376 0.00060106017829745118 0.00084402615489560621 0.0016921118300337178 5.5610397999098377e-05 0.00093601891733804303 0.0022323262636235607 0.0017657716913584717 0.0015114245750666568 0.00060798848939135704 0.0013254087105435939 0.0013431752680714084 0.0022640949466857961 0.0015598503952833792 0.0022813937812256719 0.0013320345075596724 0.0014015956256489426 0.001859512448817859 0.0011041754409405692 0.0019262662223820054 0.0024292628857391272 0.0017767992522322276 0.001552198038658223 4.31590421945667e-05 0.0018924684006855592 0.00052201043824031984
leaf_weight=84 57 67 55 67 56 71 81 65 52 95 53 80 55 71 66 61 94 88 61 265 67 72 68 834 56 62 97 60
leaf_count=84 57 67 55 67 56 71 81 65 52 95 53 80 55 71 66 61 94 88 61 265 67 72 68 834 56 62 97 60
internal_value=0 0.000831966 0.00101145 0.00174984 0.00130626 0.00114369 0.000550073 0.00181417 0.00179274 0.00142889 0.000760696 0.000968254 0.000886257 0.00159 0.00171724 0.0019261 0.00182723 0.00178236 0.00181393 0.00197007 0.00140691 0.0020017 0.00214243 0.00175126 0.00176287 -0.000134742 0.0020113 0.000677753
internal_weight=0 824 695 2136 424 205 271 1931 1847 160 190 133 171 253 198 127 1687 1342 1254 359 138 345 217 895 128 129 149 116
internal_count=2960 824 695 2136 424 205 271 1931 1847 160 190 133 171 253 198 127 1687 1342 1254 359 138 345 217 895 128 129 149 116
is_linear=0
shrinkage=0.00310948


Tree=2932
num_leaves=23
num_cat=0
split_feature=1 3 123 3 4 4 159 3 3 13 1446 4 133 4 16 13 14 1 13 3 16 16
split_gain=30.8867 10.0218 2.96705 2.77822 2.48821 1.87771 1.5937 1.7332 3.1206 2.30707 1.45067 1.57562 1.2007 1.14002 1.23657 1.56136 0.976211 0.845573 0.76043 0.739796 0.499979 0.195965
threshold=0.10442000000000001 -0.063264999999999988 1.0000000180025095e-35 0.092005000000000017 0.41939500000000002 -0.029404999999999997 0.083310000000000009 0.090170000000000014 0.31395500000000004 -0.0088749999999999992 0.10392000000000001 0.046185000000000004 -0.0043399999999999992 -0.50139499999999992 0.0097750000000000007 -0.069029999999999994 0.077140000000000014 0.117245 -0.034484999999999995 0.12168500000000002 -0.0092499999999999978 -0.15693499999999996
decision_type=2 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 10 17 -5 7 9 19 -3 11 13 -13 -1 16 -16 -15 -2 21 -9 -8 -14
right_child=1 6 -4 5 -6 -7 20 8 -10 -11 -12 12 18 14 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0025141636492958144 0.0021180517769399734 0.001083768993236251 0.001386256741800032 0.0019171732658970074 0.0011272040601946246 0.001137569785411429 0.00043548724118637418 0.0018383074098406026 0.00064240419573966781 0.00028476027872869947 0.0014922269919315537 0.0014988298564809766 0.0019179134316566794 0.0020705839258720678 0.002064506714201904 0.0016131970430367016 0.0024873241642820888 0.0016695125966131696 0.0022036055169927294 0.0013235831325827776 0.00084125377372238274 0.0016526226140891225
leaf_weight=55 97 101 87 62 52 63 70 52 56 57 53 89 61 1303 178 138 60 77 73 63 55 58
leaf_count=55 97 101 87 62 52 63 70 52 56 57 53 89 61 1303 178 138 60 77 73 63 55 58
internal_value=0 0.00119165 0.00196199 0.00198481 0.00173755 0.00152452 0.000919825 0.0010358 0.00125743 0.000795733 0.00201262 0.00202629 0.001805 0.00206213 0.0020473 0.00186752 0.00208895 0.00191975 0.00194675 0.00155662 0.000614295 0.0017889
internal_weight=0 680 2280 2193 226 125 454 329 171 158 2068 2015 281 1734 1679 316 1363 174 192 115 125 119
internal_count=2960 680 2280 2193 226 125 454 329 171 158 2068 2015 281 1734 1679 316 1363 174 192 115 125 119
is_linear=0
shrinkage=0.00317166


Tree=2933
num_leaves=15
num_cat=0
split_feature=44 0 1443 51 40 1208 481 3 13 43 4 3 0 0
split_gain=1.93451 1.0837 1.04406 0.966805 0.925711 0.663286 0.679036 0.74184 1.13429 0.636144 0.555184 1.46684 0.50875 0.294582
threshold=0.081835000000000019 -0.12851999999999997 0.084285000000000013 -0.078689999999999982 0.0045850000000000005 1.0000000180025095e-35 -0.087759999999999991 -0.14954999999999999 0.085955000000000018 -0.087439999999999976 -0.00090499999999999988 0.092005000000000017 -0.11214999999999999 -0.23028499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 -3 8 -8 -5 -11 -12 -9 -13
right_child=-2 2 -4 9 -6 -7 7 12 -10 10 11 13 -14 -15
leaf_value=-0.0039852645904826104 0.0084376865704616569 0.0057491113321628583 -0.0026468607191078462 -0.0026296592201427516 -0.002306322654108735 0.0053338499753741104 0.008519695063868838 0.0050745296483752254 0.0022480627730368003 -0.00096702556230455854 0.0059646708537094096 -0.0015348239528733816 0.0017920717471211266 0.0016700933351567852
leaf_weight=58 53 61 55 54 54 81 52 58 102 83 83 65 2029 72
leaf_count=58 53 61 55 54 54 81 52 58 102 83 83 65 2029 72
internal_value=0 0.00178118 0.00205317 0.000147073 0.00215939 0.00226074 0.00215245 0.00205438 0.00436815 0.000819465 0.00143538 0.00234341 0.00188347 0.000146822
internal_weight=0 2907 2492 415 2437 2383 2302 2241 154 357 303 220 2087 137
internal_count=2960 2907 2492 415 2437 2383 2302 2241 154 357 303 220 2087 137
is_linear=0
shrinkage=0.0345179


Tree=2934
num_leaves=11
num_cat=0
split_feature=44 150 43 43 43 43 41 159 1456 42
split_gain=1.36398 0.982467 1.02862 0.887385 0.709022 1.46235 0.88583 0.595533 0.602068 0.30834
threshold=0.081710000000000019 0.10921500000000002 -0.079824999999999993 -0.46052499999999996 -0.23933499999999996 -0.15961499999999998 0.075585000000000013 0.13554000000000002 0.08814000000000001 0.089470000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 7 8 -7 -8
right_child=-2 2 -4 4 5 6 9 -9 -10 -11
leaf_value=-0.0016441204562337587 0.0065193448781020978 0.0020755411599295624 -0.0034583165781655783 0.0050225928140476255 -0.0036429101228242938 0.0015725416512786723 0.0059898820107869939 0.0049824815615319065 -0.00093336440571124184 0.0026074812427970889
leaf_weight=90 56 60 87 64 56 2273 63 52 106 53
leaf_count=90 56 60 87 64 56 2273 63 52 106 53
internal_value=0 0.00139242 -0.00119724 0.00153062 0.00163788 0.00155453 0.00166894 0.00153622 0.00146074 0.00444747
internal_weight=0 2904 147 2757 2667 2603 2547 2431 2379 116
internal_count=2960 2904 147 2757 2667 2603 2547 2431 2379 116
is_linear=0
shrinkage=0.032527


Tree=2935
num_leaves=23
num_cat=0
split_feature=4 0 51 156 403 4 0 42 49 403 479 4 42 4 2 42 4 51 0 16 0 4
split_gain=0.805706 1.25373 1.03874 1.86209 0.946443 0.920988 1.10662 1.02535 0.990474 0.906352 1.02303 0.782339 1.52246 1.24521 1.2349 0.649098 0.604163 0.702397 0.89489 0.446644 0.364329 0.505716
threshold=0.028075000000000006 0.0088250000000000012 -0.086944999999999981 0.08653000000000001 -0.5407249999999999 0.0019650000000000002 -0.11073999999999999 0.085195000000000007 -0.0033999999999999998 -0.44221499999999997 0.084165000000000004 0.40736500000000003 0.088060000000000013 0.27020000000000005 0.11231500000000001 0.12017000000000001 0.056815000000000011 -0.40444499999999994 -0.11656999999999999 -0.42607499999999993 -0.077714999999999992 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 -1 -4 6 8 -7 -6 -8 15 13 14 16 -13 -11 -2 -18 -19 -20 -5 -22
right_child=1 -3 4 20 5 7 9 -9 -10 10 -12 12 -14 -15 -16 -17 17 18 19 -21 21 -23
leaf_value=0.0079257043014390512 -0.0019526162989474513 -0.0046608673188706434 0.0055952613695351159 0.0036898602285572245 0.0016945682982649935 0.0069465156829277806 -0.0026303740181357286 0.00080184607864355341 -0.0042457866907254106 0.0018439347929724895 -0.0033326290904599912 0.0090391794787132527 -0.0012792016963539138 -0.0051603551070319538 0.0022627368376871067 -0.0022384899471939662 0.0043450843194224242 0.0038427165604694546 0.0016031953835484831 -0.0024636330204199576 0.0026774967616073671 -0.002135510823435517
leaf_weight=93 91 59 68 72 60 75 71 66 91 1411 54 53 90 55 101 52 77 67 52 105 60 53
leaf_count=93 91 59 68 72 60 75 71 66 91 1411 54 53 90 55 101 52 77 67 52 105 60 53
internal_value=0 0.000363094 0.00172478 0.00377918 0.0014314 0.00128059 0.00105396 0.00407301 -0.00188284 0.00133345 0.00151922 0.000792613 0.00242822 -9.93424e-05 0.00459738 0.00169857 0.000609771 0.00138572 0.000366726 -0.00111422 0.00169264 0.000416676
internal_weight=0 750 2226 278 1948 1880 1739 141 151 1588 1517 691 244 447 154 1463 392 301 224 157 185 113
internal_count=2976 750 2226 278 1948 1880 1739 141 151 1588 1517 691 244 447 154 1463 392 301 224 157 185 113
is_linear=0
shrinkage=0.0359124


Tree=2936
num_leaves=10
num_cat=0
split_feature=9 4 11 0 41 129 129 48 0
split_gain=0.772611 0.714715 0.926352 0.691612 0.745109 0.622247 0.93033 0.571923 0.68233
threshold=-1.0000000180025095e-35 -0.49269499999999994 0.081130000000000022 0.12429000000000001 0.084515000000000021 0.10697500000000001 0.093525000000000011 -0.088899999999999993 -0.087734999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 -3 -9
right_child=1 3 -4 -5 -6 -7 -8 8 -10
leaf_value=-0.0019822704870271213 0.0061294742324876248 0.004856434311330116 -0.0001021071267797726 -0.0027249104767229789 0.0047084925112203108 0.0051992533705223845 -0.0032092607183421967 0.0002548290326926648 0.0015691413489165205
leaf_weight=103 92 58 52 62 85 52 69 859 1544
leaf_count=103 92 58 52 62 85 52 69 859 1544
internal_value=0 0.00130975 0.00387641 0.00117417 0.00126497 0.00115145 0.0010681 0.00118819 0.00109948
internal_weight=0 2873 144 2729 2667 2582 2530 2461 2403
internal_count=2976 2873 144 2729 2667 2582 2530 2461 2403
is_linear=0
shrinkage=0.0373633


Tree=2937
num_leaves=31
num_cat=0
split_feature=1 12 1 15 49 12 11 1 1 0 0 1 15 48 15 52 402 0 12 15 1213 42 11 13 15 49 13 42 1 401
split_gain=68.1879 10.239 10.8991 8.71177 5.18832 3.61477 3.43509 2.90666 1.95244 2.42324 1.88554 2.95549 1.71231 1.51563 1.39963 1.3792 1.22997 1.30437 1.05234 0.926785 0.926149 0.904352 0.852187 0.679177 0.589433 0.514493 0.512231 0.363362 0.335028 0.333705
threshold=0.11392000000000001 0.056995000000000011 0.092395000000000019 -0.093734999999999985 -0.032374999999999994 0.092900000000000024 1.0000000180025095e-35 0.12313000000000002 0.086860000000000007 -0.046614999999999997 -0.10998999999999999 0.13699000000000003 -0.097454999999999986 0.083540000000000017 -1.0000000180025095e-35 0.076585000000000014 0.089785000000000018 -0.10726999999999999 0.088725000000000012 0.11180000000000002 -0.086579999999999976 0.097140000000000018 0.08184000000000001 -0.013254999999999998 0.091600000000000015 0.088805000000000009 -0.012839999999999999 -0.089024999999999979 0.084885000000000002 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 2
left_child=1 2 14 10 -5 6 16 -6 9 15 -2 -12 -4 -14 25 21 17 -3 20 23 -19 26 24 -17 -10 -1 -7 -20 -16 -18
right_child=3 5 12 4 7 8 -8 -9 22 -11 11 -13 13 -15 28 19 29 18 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023046789902128836 0.00059658271677573036 0.0015153321727137436 0.0014286747294272484 0.00051552003913862333 0.0019601755180426207 0.0018943733979699137 0.0026018841864454564 0.0010249617688166553 0.0016740885907712021 0.0010843515931379087 0.00044654029490449871 -0.00036640953460851126 0.00063448298638995964 0.0011919846766455663 0.0015173849175253616 0.0022434346478699867 0.002366680117810886 0.0017559218448424268 0.0020952596450226259 0.0015806597067506995 0.0021066668425076592 0.0012632274499858383 0.0022767225719279739 0.0018512047046095859 0.0020395661887548295 0.0019164003884877068 0.0015218066365123967 0.0018214573689239531 0.0018562921816974969 0.0020681397969064931
leaf_weight=77 76 53 73 94 55 67 95 65 69 55 77 83 98 79 55 75 100 77 53 55 606 60 74 87 97 53 68 293 53 54
leaf_count=77 76 53 73 94 55 67 95 65 69 55 77 83 98 79 55 75 100 77 53 55 606 60 74 87 97 53 68 293 53 54
internal_value=0 0.00186802 0.00147889 0.000605108 0.00104185 0.00196118 0.00205308 0.00145387 0.00178812 0.00167512 0.000208949 2.46232e-05 0.00104281 0.000883492 0.00193683 0.0017539 0.00201087 0.00197507 0.00199871 0.00191849 0.00206717 0.00157058 0.00200788 0.00203299 0.00188784 0.00214663 0.00170695 0.00186349 0.001684 0.0022622
internal_weight=0 2526 488 450 214 2038 1331 120 707 467 236 160 250 177 238 412 1236 1082 1029 217 683 195 240 162 166 130 135 346 108 154
internal_count=2976 2526 488 450 214 2038 1331 120 707 467 236 160 250 177 238 412 1236 1082 1029 217 683 195 240 162 166 130 135 346 108 154
is_linear=0
shrinkage=0.00298873


Tree=2938
num_leaves=16
num_cat=0
split_feature=1427 51 4 13 10 448 13 4 49 403 52 3 52 3 12
split_gain=0.888739 0.719618 0.802111 1.28294 1.39002 0.964173 0.910474 0.759342 0.715347 0.661506 0.647403 1.66914 1.27458 0.608428 0.585297
threshold=0.081395000000000009 0.16362000000000002 0.04105000000000001 -0.16140499999999997 -0.00189 -0.069474999999999995 1.0000000180025095e-35 0.0063750000000000013 -0.06017999999999999 -0.5407249999999999 -0.029304999999999998 0.084670000000000009 -0.077644999999999978 -0.095009999999999983 0.098785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 8 9 -6 -7 12 -12 -11 -8 -10
right_child=-2 -3 3 4 6 7 13 -9 14 10 11 -13 -14 -15 -16
leaf_value=0.0057253813024482677 0.0042099348730020719 -0.0025103448836525316 0.0037879661758532055 -0.0053544420479154963 -0.0025807470269575803 0.0043461709480163944 0.00014695506038022197 0.0043510844592835841 0.0018883235768494813 0.0013395978965231184 0.00090254137715980076 -0.005045584507812533 0.0055444300866242004 -0.0042967883213535446 -0.0018320026393887174
leaf_weight=54 97 59 90 54 56 68 60 84 317 537 1236 52 89 71 52
leaf_count=54 97 59 90 54 56 68 60 84 317 537 1236 52 89 71 52
internal_value=0 0.00104311 0.00111758 0.000162344 -0.000372015 0.00143282 0.000111265 0.00132046 0.000842631 0.00119184 0.00107959 0.00066213 0.00193796 -0.00225884 0.00136311
internal_weight=0 2879 2820 700 610 2120 556 2066 425 1982 1914 1288 626 131 369
internal_count=2976 2879 2820 700 610 2120 556 2066 425 1982 1914 1288 626 131 369
is_linear=0
shrinkage=0.032527


Tree=2939
num_leaves=9
num_cat=0
split_feature=1 480 16 147 33 160 34 51
split_gain=0.853298 0.598788 0.50555 0.751749 1.00934 0.829915 0.802359 0.711217
threshold=0.15799000000000005 -0.069294999999999982 -0.54752499999999993 0.089245000000000005 0.082505000000000009 -0.54650499999999991 -0.066379999999999981 0.16362000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 -7 -8
right_child=-2 2 3 -5 -6 6 7 -9
leaf_value=0.0042466571584216864 -0.0034445901481222922 0.004615840393966981 -0.0034398199747005943 -0.0023087504806746867 0.0061181710524237654 -0.0028189021937544676 0.0013011880127077218 -0.003025485065639212
leaf_weight=82 55 53 55 89 53 68 2469 52
leaf_count=82 55 53 55 89 53 68 2469 52
internal_value=0 0.00115909 0.00106977 0.00100217 0.00111157 0.00101107 0.00110577 0.00121179
internal_weight=0 2921 2839 2786 2697 2644 2589 2521
internal_count=2976 2921 2839 2786 2697 2644 2589 2521
is_linear=0
shrinkage=0.0366306


Tree=2940
num_leaves=31
num_cat=0
split_feature=1 12 1 12 0 12 43 124 16 1 4 40 484 0 0 1 12 13 16 52 1 13 41 13 52 52 43 52 1 42
split_gain=37.7527 7.75801 4.79794 3.97913 3.59986 2.8963 2.5746 3.2707 2.46596 1.96198 1.88639 1.64365 1.64084 1.23676 1.18687 1.12194 1.08335 0.954228 0.935721 0.811047 0.78578 0.783518 0.71976 0.683651 0.667344 0.565662 0.693023 0.524776 0.367774 0.281608
threshold=0.11690500000000002 0.056995000000000011 0.087545000000000026 -0.041014999999999989 -0.14164999999999997 0.091545000000000015 -0.0101 -0.086434999999999984 0.056515000000000003 0.14132000000000003 0.032770000000000001 -0.0087249999999999984 0.050560000000000008 -0.087104999999999988 -0.23215999999999995 0.089245000000000005 0.089085000000000011 -0.079199999999999979 -0.0092499999999999978 0.15119000000000002 0.09697500000000002 -0.073984999999999981 0.075585000000000013 -0.085349999999999995 0.11262000000000001 0.093130000000000004 0.058415000000000009 0.39985000000000009 0.080545000000000019 0.092010000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 -1 15 7 -4 23 17 12 -6 13 -7 -8 22 -17 -2 -16 20 -15 -21 24 -5 25 26 -3 -26 29 -12
right_child=3 5 6 8 11 10 14 -9 -10 -11 28 -13 -14 19 18 16 -18 -19 -20 21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.002595830478949842 0.00095218776879665986 0.0020633699823528642 0.001557355282577751 0.00056785773380636545 0.002040560516276243 0.0023292061370852493 0.00112900613935793 0.00053546525245482858 0.001541378237242334 -4.4946455992035329e-05 0.0017995996092264853 0.0012993184015471235 0.0013622793353539895 0.0018977846288946753 0.0019176061930107399 0.0014661743861100163 0.0020466180880575158 0.00038032462738195783 0.0014090215382127561 0.0019235737879753265 0.0022637808923435189 0.0013769079044150525 0.0024513290854654875 0.0010257390142278638 0.0016462402364047835 0.0024171888866810986 0.0023781732961137727 0.0020866960029367948 0.0013326096317721611 0.001478148655028419
leaf_weight=59 65 785 54 53 56 77 54 76 84 52 58 66 52 360 79 58 75 54 69 53 72 54 58 88 60 59 79 52 61 56
leaf_count=59 65 785 54 53 56 77 54 76 84 52 58 66 52 360 79 58 75 54 69 53 72 54 58 88 60 59 79 52 61 56
internal_value=0 0.00188529 0.00153585 0.000833413 0.00195165 0.00197192 0.00130906 0.000960203 0.00111069 0.000468377 0.00182847 0.00163984 0.00190547 0.00195127 0.0015334 0.00207053 0.00179375 0.000692971 0.00168072 0.00189721 0.00195886 0.001648 0.00210418 0.000853868 0.00208469 0.002113 0.00209219 0.00185104 0.00153434 0.00164199
internal_weight=0 2582 513 396 181 2069 332 130 225 171 843 122 668 616 202 1226 133 119 148 539 432 107 1093 141 1035 923 864 112 175 114
internal_count=2978 2582 513 396 181 2069 332 130 225 171 843 122 668 616 202 1226 133 119 148 539 432 107 1093 141 1035 923 864 112 175 114
is_linear=0
shrinkage=0.00317166


Tree=2941
num_leaves=19
num_cat=0
split_feature=3 49 133 133 133 3 123 133 43 10 43 160 49 133 1213 13 52 3
split_gain=1.94943 0.983063 1.24566 0.759624 0.942917 1.53638 0.882515 1.02962 0.626487 0.867309 0.662125 0.319036 0.291564 0.284044 0.632376 0.436921 0.246176 0.231019
threshold=0.35004500000000011 -0.087529999999999983 0.041800000000000011 -0.081844999999999987 -0.037434999999999989 -0.08175499999999998 0.085705000000000017 0.085515000000000022 -0.23933499999999996 -0.013164999999999998 0.097510000000000027 -0.0096749999999999978 0.092020000000000005 -0.51026999999999989 -0.091529999999999986 -0.029809999999999996 -0.018094999999999997 -0.10859999999999999
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 11 5 -5 8 -8 17 -10 -11 -3 13 -13 -15 -16 -1 -6
right_child=-2 3 -4 4 6 -7 7 -9 9 10 -12 12 -14 14 15 -17 -18 -19
leaf_value=0.0073479255878488112 -0.0047471320517660275 0.00014065809266117021 -0.00030757807222073891 -0.0067929245992461498 0.0046235625678023983 0.0015539184022393127 -0.0050570550596299012 0.0010371831280712824 -0.0036060595272909366 0.00079786411354691483 0.004644798577516953 0.00062300923040227495 0.00028707774294119338 0.00062445996355780511 0.0060241301168667298 0.0028252986710620761 0.0041025178681639895 0.001754739519697363
leaf_weight=56 71 79 64 52 69 53 65 67 52 1783 55 53 58 73 99 106 57 66
leaf_count=56 71 79 64 52 69 53 65 67 52 1783 55 53 58 73 99 106 57 66
internal_value=0 0.0010411 0.0035347 0.000879294 0.000617164 -0.00257625 0.000772786 -0.00196098 0.000951168 0.000788646 0.00091318 0.00214547 0.00255167 0.00294738 0.00338918 0.0043719 0.00571412 0.00322376
internal_weight=0 2907 177 2730 2262 105 2157 132 2025 1890 1838 468 389 331 278 205 113 135
internal_count=2978 2907 177 2730 2262 105 2157 132 2025 1890 1838 468 389 331 278 205 113 135
is_linear=0
shrinkage=0.0345179


Tree=2942
num_leaves=21
num_cat=0
split_feature=2 12 2 15 15 147 14 0 2 2 15 16 3 402 12 3 481 15 16 12
split_gain=43.9936 20.3918 12.3283 6.87353 5.60889 5.37457 4.56746 2.87966 2.30877 4.53104 2.2807 1.81987 1.77522 1.49774 1.33554 1.29277 1.24517 1.121 1.07631 2.78913
threshold=0.11504500000000002 -0.041014999999999989 0.17553000000000005 -0.24211499999999997 -0.080724999999999977 0.089245000000000005 0.073890000000000011 -0.074904999999999985 -0.0050599999999999994 0.097005000000000022 0.039965000000000007 0.15737500000000001 0.10402500000000002 -0.011954999999999999 0.083785000000000012 -0.15327499999999997 -0.084349999999999994 0.091195000000000012 -0.50472499999999987 -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 3 4 -1 18 6 10 -6 -5 -10 12 -9 13 -3 -12 -15 -16 -18 -2 -20
right_child=2 5 -4 8 7 -7 -8 11 9 -11 14 -13 -14 15 16 -17 17 -19 19 -21
leaf_value=0.0011101345647761514 0.0012623271266695075 0.0025151855327478429 0.00051919516400872735 0.0018068263412411474 0.0018313804420223448 0.0021407722542560927 0.0038031733244706695 0.0023942544609360707 0.00331193538913212 0.0019878591617729434 0.0036604195534712335 0.0032014710129667679 0.0024410198555479185 0.0026618075932175792 0.002655184827270144 0.0030523785717958187 0.0032668360279931733 0.0030200412880643534 0.0013363021543891123 0.0022640093245416314
leaf_weight=65 52 71 67 53 52 69 91 68 56 57 57 56 71 104 56 943 506 342 68 74
leaf_count=65 52 71 67 53 52 69 91 68 56 57 57 56 71 104 56 943 506 342 68 74
internal_value=0 0.00295603 0.00182235 0.00202079 0.00205823 0.00304954 0.00307751 0.00248519 0.00237716 0.00264435 0.00304677 0.00275909 0.00294972 0.00298199 0.00316682 0.00301362 0.00313566 0.00316734 0.0016707 0.00182
internal_weight=0 2541 437 231 370 2310 2241 176 166 113 2150 124 1189 1118 961 1047 904 848 194 142
internal_count=2978 2541 437 231 370 2310 2241 176 166 113 2150 124 1189 1118 961 1047 904 848 194 142
is_linear=0
shrinkage=0.0032998


Tree=2943
num_leaves=26
num_cat=0
split_feature=3 3 123 12 2 12 2 16 16 0 3 13 2 0 16 41 3 475 403 2 2 1454 1446 1212 12
split_gain=69.3308 26.5721 12.9258 10.7129 10.239 6.83146 3.96608 2.93923 2.79291 2.75964 2.51895 2.10194 2.35351 2.05483 1.89063 1.16055 1.13703 1.22865 0.916925 0.808157 0.930208 0.802168 0.890043 0.437895 0.437275
threshold=-0.063264999999999988 0.3148450000000001 0.080635000000000012 0.023990000000000004 0.10859000000000001 0.091545000000000015 0.10100500000000003 -0.11082499999999999 -0.25397999999999993 -0.07106999999999998 0.10402500000000002 -0.0025349999999999995 0.087665000000000007 -0.071879999999999986 -0.074904999999999985 0.075585000000000013 -0.13392999999999997 -0.019079999999999996 -0.092059999999999989 0.096540000000000015 0.10100500000000003 0.08141000000000001 0.037915000000000011 0.041590000000000009 0.09253500000000002
decision_type=2 2 2 2 2 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 10 6 15 -4 -7 14 11 -2 -13 -9 -6 18 -10 -18 23 24 -21 22 -20 -5 -19
right_child=1 -3 7 5 9 8 -8 13 16 -11 -12 12 -14 -15 -16 -17 17 19 21 20 -22 -23 -24 -25 -26
leaf_value=0.0014010853488226414 0.002081545717604447 -4.7868328503380839e-05 0.00069897451128644276 0.0027793164305754403 0.0015185759554678575 0.0018949153369619764 0.0021010889705437834 0.001866790963986081 0.0028463929082040143 0.0019620431182953003 0.0018287224076523659 0.0030500689004603946 0.0023413179944615065 0.0010786936582605868 0.00074059297539228559 0.003315048165904257 0.0020393632686433417 0.002876843353432515 0.0028848289654697583 0.0020238051033317928 0.0025056119985399821 0.0025232784610812516 0.0031955176179587347 0.002430835346868537 0.002561634894445137
leaf_weight=67 79 90 92 90 78 78 69 61 99 77 67 96 94 74 53 61 59 53 776 61 125 55 108 65 351
leaf_count=67 79 90 92 90 78 78 69 61 99 77 67 96 94 74 53 61 59 53 776 61 125 55 108 65 351
internal_value=0 0.00158258 0.00177295 0.00265016 0.0020383 0.00269097 0.00284155 0.00113688 0.00246777 0.00148483 0.00238083 0.00251822 0.0026996 0.00143505 0.00120408 0.00288576 0.00252747 0.00247876 0.00286179 0.00252265 0.00234778 0.00289946 0.00292282 0.0026334 0.00260307
internal_weight=0 861 771 2117 544 2050 1224 227 826 208 336 269 190 135 131 1155 748 649 1094 590 186 939 884 155 404
internal_count=2978 861 771 2117 544 2050 1224 227 826 208 336 269 190 135 131 1155 748 649 1094 590 186 939 884 155 404
is_linear=0
shrinkage=0.00317166


Tree=2944
num_leaves=23
num_cat=0
split_feature=1 4 4 39 12 1 1 0 1 1 4 0 11 43 151 4 51 4 1 12 4 0
split_gain=113.647 15.9455 13.9994 9.43362 8.64995 4.88652 4.18044 4.00549 3.57403 3.19536 2.81284 4.4238 2.76764 2.11723 2.08665 1.96401 1.54222 1.52055 1.35839 1.10081 0.632407 0.520086
threshold=0.10910500000000002 0.27420500000000009 0.31392000000000003 0.0047850000000000011 0.085075000000000026 0.14684500000000003 0.088035000000000016 -0.076004999999999975 0.12220000000000002 0.098395000000000024 -0.42305999999999994 -0.031129999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 -0.039414999999999999 0.053925000000000008 0.098910000000000012 -0.012164999999999999 0.12313000000000002 0.089995000000000006 -0.077889999999999987 0.10923000000000001
decision_type=2 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 14 13 -5 9 -6 12 21 17 15 -3 -2 16 -1 20 -15 -17 -12 -9
right_child=1 5 -4 6 8 -7 -8 10 -10 -11 11 -13 -14 18 -16 19 -18 -19 -20 -21 -22 -23
leaf_value=0.0024828019928079112 0.00038330965901575486 0.0002159986697107921 0.00085141064089146049 0.002117367851040134 0.0022980147666402631 -0.00042429785776769451 0.0011346931646516348 0.0023053806916665327 0.0013048208869689013 0.0018020335076850309 0.002023028767293226 0.0012435476560547175 0.0029819154753101739 0.0011003010679846918 0.001097594703889521 0.0023241477686844442 0.0020785091284631872 0.0018279295539092991 0.00048494805921996825 0.001840898502223486 0.0023373920956879209 0.0026418576114540493
leaf_weight=1269 52 99 56 67 71 56 77 79 52 66 76 53 77 58 97 94 84 99 61 68 189 78
leaf_count=1269 52 99 56 67 71 56 77 79 52 66 76 53 77 58 97 94 84 99 61 68 189 78
internal_value=0 0.000821583 0.00227195 0.00230542 0.00131434 0.000332311 0.00159212 0.00235143 0.00187838 0.00242317 0.00214414 0.00202034 0.0024489 0.00052681 0.00084852 0.00242179 0.00245772 0.00213336 0.000785126 0.00212149 0.00224735 0.00247274
internal_weight=0 546 2432 2376 272 274 144 2232 123 1658 574 417 1592 218 149 1515 1353 364 119 162 265 157
internal_count=2978 546 2432 2376 272 274 144 2232 123 1658 574 417 1592 218 149 1515 1353 364 119 162 265 157
is_linear=0
shrinkage=0.00287267


Tree=2945
num_leaves=32
num_cat=0
split_feature=1 1 12 4 150 0 4 12 42 0 0 0 39 48 14 0 1 48 4 4 159 50 4 52 4 1 0 457 12 0 4
split_gain=54.7542 13.5955 10.2783 3.08521 3.0885 2.36865 2.29046 1.97702 2.20809 1.9015 2.62605 1.88065 1.74862 1.68258 1.66157 2.17032 1.54555 1.38174 3.44196 2.62528 1.29134 1.27245 1.17276 0.946976 0.930465 0.876791 0.575187 0.52493 0.385487 0.37532 0.345012
threshold=0.10331000000000003 0.13662500000000002 0.085075000000000026 0.00059000000000000014 0.08926000000000002 -0.083564999999999987 0.31392000000000003 0.10713500000000002 0.088575000000000015 -0.037444999999999992 -0.18240499999999996 -0.14043999999999998 0.090190000000000006 0.087770000000000015 0.073890000000000011 -0.10594499999999998 0.14754500000000001 0.090530000000000013 -0.50810499999999992 -0.111135 0.084780000000000008 0.10861000000000003 0.053925000000000008 0.08869500000000001 -0.080414999999999986 0.086470000000000005 -0.085894999999999985 0.041025000000000006 0.083785000000000012 -0.079964999999999994 0.065755000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 5 11 14 -3 8 -4 10 -2 -5 13 -12 15 -1 -8 18 -7 25 22 27 26 24 -21 -20 -13 28 -17 -25 -24
right_child=1 6 7 4 -6 17 16 -9 -10 -11 12 20 -14 -15 -16 21 -18 -19 19 23 -22 -23 30 29 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0019970294966394041 0.00162083984948413 0.0010748604658192312 0.0026836795332858166 0.0026717260853983461 0.0014436305118819453 0.0030766762844352535 0.00068530182327541445 0.0016005669998317143 0.0019565655710546822 0.0016888279042323565 0.00083323587857485554 0.0023720330126364843 0.00046132978068417357 0.0015446669534754241 0.0030251154716463848 0.0027620382379275753 -4.3649894009810824e-05 0.0017993324714000679 0.0015420333850179456 0.0025850126823175898 0.002499022844118657 0.0021464823187632622 0.0016493301445707257 0.0020118883262795892 0.0023070498390741641 0.0021006547205008586 0.001979186357992959 0.0028644682852618218 0.0025148053163281769 0.0022612236205681174 0.0019544637780088791
leaf_weight=80 71 59 71 67 57 52 55 53 87 71 77 92 53 52 55 71 53 52 54 183 67 72 58 83 302 52 58 56 450 197 93
leaf_count=80 71 59 71 67 57 52 55 53 87 71 77 92 53 52 55 71 53 52 54 183 67 72 58 83 302 52 58 56 450 197 93
internal_value=0 0.00135123 0.0015883 0.00232651 0.00211254 0.00238635 0.000591586 0.00211212 0.00228351 0.00124706 0.00112296 0.00220011 0.000928557 0.00112027 0.00251152 0.00247273 0.000327274 0.00228566 0.00231302 0.00226739 0.00211416 0.00253131 0.00202838 0.00232985 0.002412 0.00181638 0.00222035 0.00257928 0.00254856 0.00218743 0.00183748
internal_weight=0 702 535 2251 492 1759 167 211 158 324 253 435 182 129 784 729 108 975 923 871 368 649 301 765 485 106 150 577 521 280 151
internal_count=2953 702 535 2251 492 1759 167 211 158 324 253 435 182 129 784 729 108 975 923 871 368 649 301 765 485 106 150 577 521 280 151
is_linear=0
shrinkage=0.0030485


Tree=2946
num_leaves=22
num_cat=0
split_feature=4 2 123 2 3 11 2 16 3 132 16 15 2 133 2 157 15 11 3 50 4
split_gain=61.2796 16.6055 12.3008 5.37993 3.97688 3.42942 3.02069 2.23136 2.00619 2.01377 1.95769 1.93254 1.52804 1.72347 1.11897 1.17021 0.946307 0.933912 3.37791 0.913356 0.36309
threshold=0.31392000000000003 0.14132000000000003 1.0000000180025095e-35 0.097110000000000016 -0.082634999999999986 0.079700000000000007 0.086365000000000011 -0.49353499999999995 0.11500500000000001 0.084790000000000018 0.044620000000000007 -0.45775499999999997 0.089545000000000013 0.070495000000000016 0.084685000000000024 -0.0041249999999999993 -0.034094999999999993 0.08184000000000001 -0.088314999999999991 0.10874500000000002 0.42405000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 10 -4 20 9 17 12 -9 19 -14 16 -16 -12 18 -5 -1 -6
right_child=4 -3 6 8 7 -7 -8 11 -10 -11 14 -13 13 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=0.002605999886004795 0.0014759872056285379 0.0010289111219366324 0.00096209108258726449 0.0016133664401002082 0.00086377619908630302 0.0032391262674464688 0.0018686143472051821 0.00079199183165255121 0.0016717055623299746 0.0017032848704234245 0.0022664840260252935 3.529388793293132e-05 0.0021219544998352059 0.0025748066088023729 0.0027453793706054895 0.0021841788294789766 0.0017551086593054768 0.0026339710231687418 0.0023840515491848728 0.0023138473078651266 0.0012161100144349336
leaf_weight=1073 92 88 57 65 54 58 86 70 68 59 83 57 165 151 65 76 58 69 290 112 57
leaf_count=1073 92 88 57 65 54 58 86 70 68 59 83 57 165 151 65 76 58 69 290 112 57
internal_value=0 0.00233141 0.00237662 0.00242856 0.000937377 0.00250777 0.0015075 0.000729038 0.00216386 0.00223308 0.00248396 0.000452628 0.00252792 0.00233845 0.00224986 0.00244312 0.00205636 0.00230673 0.00224303 0.00257841 0.001045
internal_weight=0 2623 2535 2392 330 1841 143 238 551 483 1783 127 1501 316 282 141 141 424 355 1185 111
internal_count=2953 2623 2535 2392 330 1841 143 238 551 483 1783 127 1501 316 282 141 141 424 355 1185 111
is_linear=0
shrinkage=0.0030485


Tree=2947
num_leaves=13
num_cat=0
split_feature=1 97 13 50 51 3 475 1447 42 10 1 51
split_gain=1.92826 1.17837 1.00581 0.597663 0.629648 0.999829 0.801552 0.739624 0.683951 0.685725 0.652278 0.533236
threshold=0.13991000000000003 -0.0047149999999999996 -0.11210999999999999 -0.11980499999999998 -0.095799999999999982 -0.086504999999999985 -0.086349999999999982 -0.085804999999999979 0.11128500000000001 0.057650000000000007 0.090650000000000022 -0.15136499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 5 -5 -6 -8 9 -9 -10 -7
right_child=2 3 -4 4 6 11 7 8 10 -11 -12 -13
leaf_value=-0.0025276664414120402 0.0024125065712365876 0.0068371460487900689 -0.0051740859393211731 -0.0035081726392075631 0.0084480785293281745 0.0007230926909342671 1.100069044059615e-05 0.0041276244413354793 0.0034366251413881993 -0.00075798723262086669 -0.0015170812606407108 0.0055615421042335264
leaf_weight=55 56 103 69 55 63 84 96 2048 114 52 80 78
leaf_count=55 56 103 69 55 63 84 96 2048 114 52 80 78
internal_value=0 0.00356625 -0.0017717 0.00368728 0.0035656 0.00138982 0.00375789 0.00363407 0.00378549 0.00400643 0.00139154 0.00305549
internal_weight=0 2828 125 2773 2670 217 2453 2390 2294 2100 194 162
internal_count=2953 2828 125 2773 2670 217 2453 2390 2294 2100 194 162
is_linear=0
shrinkage=0.0420771


Tree=2948
num_leaves=30
num_cat=0
split_feature=1 3 1 2 1 2 2 2 4 16 2 14 52 1 0 16 52 2 133 133 4 43 16 52 133 133 133 2 1213
split_gain=62.6263 14.1272 4.96506 4.41774 4.32422 3.66922 3.66629 3.33167 2.07363 1.9904 2.66598 1.87868 1.83425 2.58681 3.79878 1.35053 1.3371 1.32209 1.235 1.15851 1.05906 1.0634 0.776721 0.680522 0.615281 0.734026 0.589926 0.522319 0.496366
threshold=0.10331000000000003 -0.036264999999999992 0.12988000000000002 0.093320000000000014 0.14787500000000001 -1.0000000180025095e-35 0.14132000000000003 -0.013084999999999998 0.27998000000000006 0.061775000000000004 0.10656 0.076450000000000004 -0.45635499999999996 0.088470000000000007 0.098975000000000021 0.054560000000000004 0.27203000000000005 0.08895500000000002 0.017095000000000003 0.083815000000000014 0.020110000000000006 0.049545000000000006 -0.28430999999999995 -0.063199999999999992 0.088065000000000018 -0.0059799999999999992 0.041800000000000011 0.084360000000000004 0.067955000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 7 5 -3 8 -1 23 10 -2 16 -5 14 15 20 17 18 28 -20 21 -14 -22 -7 25 -19 -17 -18 -9
right_child=1 4 -4 12 -6 6 -8 11 -10 -11 -12 -13 13 -15 -16 26 27 24 19 -21 22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0019771420920129085 0.0024165372296573329 0.00066516546263919616 0.0011748319909304467 0.0027924889845224086 0.00031574586835469808 0.0016836443159924403 0.00073308007532461655 0.0028315438746723261 0.001279257896608341 0.0026116517031400397 0.0014866481250105218 0.0032757470916438859 0.0028942409406931633 0.001749645857034029 0.0015626660601779912 0.002451382734923352 0.0021433239871310487 0.0026598231545108065 0.0022208185487835922 0.0027111079633896158 0.0025893323450885035 0.0023986658902567402 0.0020498428734800557 0.0021841232107217088 0.0027370946456498537 0.002241142230098477 0.0019929387945074118 0.0025923501439043648 0.0030966117759310373
leaf_weight=66 72 86 55 96 61 60 61 558 95 97 59 62 143 76 52 54 59 77 60 349 63 68 52 56 99 107 68 53 89
leaf_count=66 72 86 55 96 61 60 61 558 95 97 59 62 143 76 52 54 59 77 60 349 63 68 52 56 99 107 68 53 89
internal_value=0 0.00149003 0.0020486 0.0025969 0.00111268 0.00124838 0.00143265 0.00269056 0.00163473 0.00225922 0.001998 0.00272166 0.00237677 0.00230742 0.00239213 0.00248833 0.00269796 0.00272652 0.00277948 0.00263927 0.00259757 0.00273469 0.00234569 0.00192555 0.0025288 0.00241654 0.00219614 0.00235612 0.00286806
internal_weight=0 702 283 2251 419 358 272 1579 211 228 131 1513 672 576 500 448 1451 1339 1056 409 326 211 115 116 283 184 122 112 647
internal_count=2953 702 283 2251 419 358 272 1579 211 228 131 1513 672 576 500 448 1451 1339 1056 409 326 211 115 116 283 184 122 112 647
is_linear=0
shrinkage=0.0032351


Tree=2949
num_leaves=19
num_cat=0
split_feature=4 3 158 13 16 1452 2 2 3 50 0 2 157 50 2 4 50 2
split_gain=2.07603 1.00422 0.911971 0.902349 1.37518 0.888547 0.726706 1.10449 1.35157 0.981992 0.883662 0.726255 0.721912 1.11944 0.792571 0.474793 0.450187 0.114039
threshold=0.31392000000000003 -0.0024599999999999995 -0.45783499999999994 -0.11210999999999999 -0.44524499999999995 0.087120000000000017 -0.0098549999999999974 0.08647500000000001 -0.059315 0.089430000000000023 -0.07409499999999998 0.087210000000000024 -0.082454999999999987 0.086370000000000016 0.14132000000000003 0.50027500000000014 0.10861000000000003 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 15 -1 -3 -5 6 -4 8 9 10 -8 -9 13 -13 -14 -2 -11 -10
right_child=1 3 5 4 -6 -7 7 11 17 16 -12 12 14 -15 -16 -17 -18 -19
leaf_value=-0.001251085470110483 -1.2517426846369064e-05 0.0023155658709842143 8.2466028116025085e-05 -0.00011571736062401481 -0.0092965435087709377 0.0082441506670252185 0.0040967547677854977 -0.00084828528078567688 0.010963880847379858 0.0082210999340050564 -0.0009556588554860253 0.0087980287755839194 0.0032374749145846005 0.0011055879466805778 -0.0013156204213931686 0.0048376768184078952 0.0040631601952596684 0.0080904874718455561
leaf_weight=67 67 58 100 68 54 81 548 82 53 147 72 99 1120 54 75 83 72 53
leaf_count=67 67 58 100 68 54 81 548 82 53 147 72 99 1120 54 75 83 72 53
internal_value=0 7.33116e-05 0.00368665 -0.00208655 -0.00418312 0.00381626 0.00367116 0.00382207 0.0049614 0.00438346 0.00350928 0.00306884 0.00330747 0.00608604 0.00295133 0.0026682 0.0068562 0.00953151
internal_weight=0 330 2623 180 122 2556 2475 2375 945 839 620 1430 1348 153 1195 150 219 106
internal_count=2953 330 2623 180 122 2556 2475 2375 945 839 620 1430 1348 153 1195 150 219 106
is_linear=0
shrinkage=0.0429186


Tree=2950
num_leaves=19
num_cat=0
split_feature=4 123 48 49 14 4 49 49 156 52 14 49 457 4 52 4 4 4
split_gain=84.7288 16.3679 7.60831 6.33172 3.768 2.96366 2.68023 2.17419 1.69741 1.66813 1.47136 0.936327 0.91449 0.877377 0.974963 0.45885 0.399357 0.151165
threshold=0.31392000000000003 0.080635000000000012 0.093225000000000016 -0.047859999999999993 0.073890000000000011 -0.50946499999999995 -0.026279999999999998 0.12001000000000002 0.081990000000000021 -0.046194999999999993 -0.41992499999999994 0.0060400000000000011 0.048870000000000004 0.44128500000000004 0.056265000000000009 0.0067750000000000006 -0.008454999999999999 -0.0064399999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 9 8 -8 -7 -2 17 16 -12 -15 -11 -3 -5
right_child=10 12 3 11 -6 6 7 -9 -10 15 13 -13 -14 14 -16 -17 -18 -19
leaf_value=0.003016857919274472 0.00083422690596768529 0.0007964175013091808 0.00084661080178325288 0.0023387193239493976 0.0029682984577045317 0.0015974693631896299 0.0023581060225325314 0.0017751258273432007 0.0020532853612525025 0.0023690332117014654 0.00052498478310674236 0.0017511292960079184 0.0015138200663100828 -6.9953441687706415e-05 0.00047851352283660579 0.0019505500241442579 0.001200654941528895 0.0020894649669205402
leaf_weight=56 68 52 65 53 87 96 1620 80 219 62 103 83 56 91 54 52 52 59
leaf_count=56 68 52 65 53 87 96 1620 80 219 62 103 83 56 91 54 52 52 59
internal_value=0 0.00218327 0.0022467 0.00172195 0.00230674 0.00228038 0.00226099 0.00229905 0.00232182 0.00191302 0.000412371 0.00201356 0.00117932 0.000296562 0.000134065 0.00217845 0.000998868 0.00220772
internal_weight=0 2692 2532 260 2272 2185 2129 1919 1839 210 316 195 160 248 145 114 104 112
internal_count=3008 2692 2532 260 2272 2185 2129 1919 1839 210 316 195 160 248 145 114 104 112
is_linear=0
shrinkage=0.0032351


Tree=2951
num_leaves=24
num_cat=0
split_feature=1 1 123 150 15 1 16 0 15 1 13 16 15 48 1 0 16 15 16 13 13 49 15
split_gain=91.8356 9.33073 8.61977 6.47574 5.85606 3.15108 4.34404 3.9007 3.45002 2.58698 2.55127 2.34665 2.00854 1.61845 1.3444 1.34325 1.27763 1.07177 0.880489 0.854683 0.638297 0.386839 0.305503
threshold=0.10910500000000002 0.12313000000000002 1.0000000180025095e-35 0.084800000000000014 -0.092389999999999986 0.095920000000000019 0.28127000000000008 -0.14164999999999997 0.0047550000000000005 0.14787500000000001 0.032645000000000007 -0.089629999999999974 -0.074729999999999977 0.083540000000000017 0.096035000000000023 -0.082284999999999983 0.26768500000000006 0.11447500000000001 0.08215500000000002 0.070890000000000022 -0.070594999999999977 0.11151500000000002 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
left_child=2 3 5 4 -2 7 8 13 11 12 16 -7 20 -1 -4 -12 17 18 -9 -17 -3 -18 -21
right_child=1 9 14 -5 -6 6 -8 10 -10 -11 15 -13 -14 -15 -16 19 21 -19 -20 22 -22 -23 -24
leaf_value=0.0038129507305512461 0.00181660233940682 0.0014212459908900354 0.0025681195052551955 0.0011958087797538336 0.0029029069640081904 0.0026037047828684598 0.0033766045589081542 0.0031352275085734811 0.0030802841230936121 0.00082044548400238889 0.0031407401787385309 0.0017642554955835726 0.0018883756191199743 0.0031710726538644969 0.0019151979390801836 0.0023287625416935263 0.0027075155551738394 0.0028289604251440772 0.0034238148979882201 0.0029205871485109107 0.0010057153651162679 0.0030384052168992088 0.0026014351918182705
leaf_weight=97 93 83 56 59 92 66 74 1326 64 85 69 59 67 60 63 58 90 101 109 69 60 56 52
leaf_count=97 93 83 56 59 92 66 74 1326 64 85 69 59 67 60 63 58 90 101 109 69 60 56 52
internal_value=0 0.00163511 0.00302418 0.00207635 0.00235699 0.00306475 0.0027492 0.00310449 0.00250338 0.00127004 0.00306678 0.00220775 0.00145187 0.00356785 0.00222273 0.0027769 0.00310951 0.00313561 0.00315717 0.00263647 0.00124713 0.00283466 0.0027837
internal_weight=0 539 2469 244 185 2350 263 2087 189 295 1930 125 210 157 119 248 1682 1536 1435 179 143 146 121
internal_count=3008 539 2469 244 185 2350 263 2087 189 295 1930 125 210 157 119 248 1682 1536 1435 179 143 146 121
is_linear=0
shrinkage=0.0030485


Tree=2952
num_leaves=28
num_cat=0
split_feature=1 15 49 1 15 0 1 457 52 1 13 0 40 0 156 15 1454 39 160 15 51 13 0 0 1213 49 13
split_gain=70.7514 8.24913 6.40093 5.91794 6.66717 3.03966 2.57723 2.57185 2.19113 1.92749 1.73864 1.44746 1.38978 1.48485 0.969194 0.922788 0.876888 0.82689 0.819038 0.800233 0.685789 0.670662 0.67022 0.594437 0.575329 0.327395 0.237554
threshold=0.10910500000000002 -0.08237499999999999 -0.032374999999999994 0.095920000000000019 -0.0025249999999999995 -0.079249999999999987 0.13042000000000001 0.059100000000000007 -0.063199999999999992 0.12313000000000002 0.036560000000000002 0.0088250000000000012 -0.0099849999999999991 -0.14164999999999997 0.090135000000000007 -0.047249999999999993 0.082920000000000008 0.088850000000000026 -1.0000000180025095e-35 0.10028500000000001 0.078960000000000016 -0.010424999999999999 -0.049474999999999998 -0.14076499999999997 -0.021204999999999998 0.10378500000000002 -0.075449999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 -3 5 7 12 8 21 -2 -4 15 -6 -1 18 16 25 19 -8 -14 -15 24 -5 -12 -10 -17 -7 -26
right_child=1 2 9 4 11 10 17 -9 23 -11 22 -13 13 14 -16 20 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28
leaf_value=0.0015310710075717813 0.00012860015702052024 0.00045317780648382376 0.0017935377120843689 0.0015613027079939194 0.0016720090223011816 0.0014421337557038894 -0.00015720448804375066 0.00051753270310421636 0.00063297587764496379 0.0010566008967147452 0.0016017108800581957 0.0022654648509757365 0.0019866950713577701 0.0020074011789011159 0.0015585536589476636 0.0021952802242853607 0.0015951219616759593 0.00027524004850535034 0.0024362015316013977 0.0016750129407326622 0.001551892598715524 0.0011058208421469561 0.0011672769540755736 0.0010850605935461221 0.0020151654776013844 0.001758655699111394 0.001810044525779979
leaf_weight=63 57 86 80 52 90 72 77 54 53 53 74 63 60 1110 54 59 54 81 96 70 52 67 57 52 73 52 197
leaf_count=63 57 86 80 52 90 72 77 54 53 53 74 63 60 1110 54 59 54 81 96 70 52 67 57 52 73 52 197
internal_value=0 0.000642127 0.00108913 0.00183742 0.00146183 0.00189454 0.000336108 0.00105947 0.000601018 0.00150011 0.00172087 0.00191658 0.00196781 0.00198684 0.00195331 0.00180069 0.00197056 6.42898e-05 0.00226352 0.00198771 0.00187402 0.00130512 0.00141293 0.000857169 0.00192484 0.00157513 0.00186562
internal_weight=0 539 219 2469 326 2143 320 173 162 133 636 153 1507 1444 1288 505 1234 158 156 1180 381 119 131 105 329 124 270
internal_count=3008 539 219 2469 326 2143 320 173 162 133 636 153 1507 1444 1288 505 1234 158 156 1180 381 119 131 105 329 124 270
is_linear=0
shrinkage=0.00298873


Tree=2953
num_leaves=17
num_cat=0
split_feature=1 4 14 13 47 1 13 160 51 1 376 13 14 40 1447 13
split_gain=2.01313 1.94516 0.801193 1.1956 1.86621 1.35899 0.836393 0.741467 0.68628 1.58667 0.648214 0.680481 0.846478 0.55893 0.642302 0.365668
threshold=0.10910500000000002 -0.040394999999999993 -0.41608999999999996 -0.48634999999999995 0.10697000000000002 0.13991000000000003 -0.010655 -0.5530299999999998 0.10636000000000001 0.081540000000000015 0.084435000000000024 -0.15325499999999995 0.073890000000000011 -0.071054999999999993 -0.085709999999999995 -0.086004999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 5 6 15 -1 10 -10 11 -9 13 -13 -15 -5
right_child=1 2 3 4 -6 -7 -8 8 9 -11 -12 12 -14 14 -16 -17
leaf_value=-0.00040225390255532528 0.0066285972351538347 0.0042412533618006029 0.0050287314214792107 -0.0012270584938084432 0.0036560435958000979 -0.0078594019907728668 -0.0042660412017283319 -0.00022649304728842166 0.0033980763744551113 0.011161399498029773 0.0080239309608755287 0.00072913856814361196 0.0083222192205265264 0.00704625573813076 0.0037584911329570122 0.0029683782123893594
leaf_weight=53 85 67 53 60 88 55 75 57 93 61 52 81 59 87 1926 56
leaf_count=53 85 67 53 60 88 55 75 57 93 61 52 81 59 87 1926 56
internal_value=0 0.00144088 0.000468731 -0.000183362 -0.00101162 -0.00268298 -0.0011903 0.00396251 0.00405842 0.00647575 0.00389367 0.00379631 0.00390299 0.00377829 0.00390078 0.000794886
internal_weight=0 539 454 387 334 246 191 2469 2416 154 2262 2210 2153 2094 2013 116
internal_count=3008 539 454 387 334 246 191 2469 2416 154 2262 2210 2153 2094 2013 116
is_linear=0
shrinkage=0.0373633


Tree=2954
num_leaves=18
num_cat=0
split_feature=4 3 39 10 14 2 42 10 39 4 457 43 48 3 52 160 16
split_gain=69.2862 29.0154 18.8411 7.67012 5.89142 3.17045 2.77675 1.94831 1.9453 1.92711 1.62382 2.83424 1.37735 1.12197 1.76797 1.65607 0.365207
threshold=0.31392000000000003 0.28833000000000003 0.0047850000000000011 -0.00189 0.073890000000000011 0.123795 -0.0047199999999999994 -1.0000000180025095e-35 0.093225000000000016 0.51074000000000008 0.041935000000000007 -0.054204999999999996 0.089025000000000007 -0.082294999999999993 -0.068039999999999975 -0.015149999999999999 -0.53870999999999991
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 10 -5 -2 9 16 13 -12 -8 15 -15 -1 -9
right_child=7 -3 3 6 -6 -7 12 8 -10 -11 11 -13 -14 14 -16 -17 -18
leaf_value=0.0027405082609481789 0.0006536299331731404 0.00070317545126643254 0.00093193035943155654 0.0028333465050218551 0.0036529482182968542 0.0022651809682805333 0.0023245722343231061 0.0015377519875796179 0.0007959144051521423 0.0010922333959182942 0.0029281948945274012 0.0020411476676026555 0.0015945593554937609 0.0025563519791366681 0.0028788102486698099 0.0030330628839757719 0.0019160473022062146
leaf_weight=264 61 69 60 56 93 94 52 52 62 87 83 65 53 220 807 776 54
leaf_count=264 61 69 60 56 93 94 52 52 62 87 83 65 53 220 807 776 54
internal_value=0 0.00273403 0.00278744 0.00190079 0.00286901 0.00283742 0.00226164 0.00116395 0.00128589 0.00144312 0.00286169 0.00253884 0.00195641 0.00288478 0.00280977 0.00295883 0.00173079
internal_weight=0 2692 2623 221 2402 2309 161 316 255 193 2215 148 105 2067 1027 1040 106
internal_count=3008 2692 2623 221 2402 2309 161 316 255 193 2215 148 105 2067 1027 1040 106
is_linear=0
shrinkage=0.00317166


Tree=2955
num_leaves=26
num_cat=0
split_feature=123 16 1 52 2 133 0 457 51 52 1447 42 156 474 52 4 12 4 15 12 16 133 12 12 16
split_gain=1.65942 1.75305 1.22764 0.866126 0.926098 2.34424 2.31617 1.43444 1.61136 1.5919 1.35595 1.08614 0.765121 1.27515 0.765935 1.35586 1.65782 1.06117 0.941059 0.801487 0.770204 0.706752 0.619955 0.332565 0.277197
threshold=0.080635000000000012 -0.28430999999999995 0.10932500000000002 -0.56096499999999982 0.091185000000000002 0.031880000000000012 -0.051824999999999989 0.082335000000000005 0.056710000000000003 -0.41694999999999993 -0.084999999999999978 0.079335000000000003 0.087205000000000019 0.085295000000000024 0.08869500000000001 -0.0083549999999999978 0.086565000000000017 -0.020284999999999994 0.039965000000000007 0.089085000000000011 -0.069169999999999995 0.118995 0.082425000000000012 0.088725000000000012 0.041025000000000006
decision_type=2 2 2 2 2 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 10 7 21 8 9 -6 -5 -11 14 -14 15 18 -17 20 -12 -19 -16 23 -10 -7 -25
right_child=1 2 -4 4 5 6 -8 -9 22 11 12 -13 13 -15 17 16 -18 19 -20 -21 -22 -23 -24 24 -26
leaf_value=0.0082182018422050345 0.0049688593344060488 0.00096616664341746803 -0.005644040309688271 -0.0002365115158576544 0.0062570987993350044 0.0025957857985857268 0.012563310343453173 -0.003651885187447365 0.0076147633611602251 -0.0013596029375215187 0.0018387240651816267 0.0032801009650617586 0.0046513077150319082 -0.0022906439408512439 0.002732675282455908 0.0099295017898896557 0.0043803241866415352 -0.0032795559791143547 0.0050631755653293602 0.0031201470453062685 0.0074827279682560914 0.0011224080178607999 0.0024536865560786888 0.0074694980322500262 0.0040213999235863187
leaf_weight=58 80 94 72 99 66 55 52 76 82 282 177 99 96 64 122 163 151 54 516 60 84 95 58 86 57
leaf_count=58 80 94 72 99 66 55 52 76 82 282 177 99 96 64 122 163 151 54 516 60 84 95 58 86 57
internal_value=0 0.000333161 -0.00189846 0.00360703 0.00350377 0.0025994 0.00514757 0.00127282 0.00191112 0.000792596 0.0040783 -0.000152943 0.00436584 0.00187198 0.00466622 0.00518293 0.00726224 0.00303892 0.0042402 8.51399e-05 0.00467157 0.00383008 0.00547951 0.00512716 0.00609793
internal_weight=0 246 166 2652 2594 1008 345 663 587 447 1586 381 1487 160 1327 1007 314 320 693 114 206 293 140 198 143
internal_count=2898 246 166 2652 2594 1008 345 663 587 447 1586 381 1487 160 1327 1007 314 320 693 114 206 293 140 198 143
is_linear=0
shrinkage=0.0381105


Tree=2956
num_leaves=21
num_cat=0
split_feature=1 3 3 2 2 2 14 12 12 0 16 1 4 0 4 16 0 13 1 43
split_gain=57.1523 10.3548 5.02958 4.9065 7.28908 4.4358 4.18337 4.62916 3.90263 3.14665 2.36864 2.21358 2.02639 5.72993 1.75993 1.64901 1.51768 1.30125 1.23708 0.50956
threshold=0.10404000000000001 -0.064349999999999991 0.10402500000000002 -1.0000000180025095e-35 0.14253500000000002 0.11504500000000002 0.064610000000000015 -0.085124999999999992 0.096990000000000007 -0.074249999999999997 -0.03614499999999999 0.11230000000000001 -0.42305999999999994 -0.060094999999999989 0.058025000000000007 -0.082194999999999976 -0.058589999999999996 -0.08620499999999999 0.11039500000000001 -0.064539999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 -3 9 18 7 -1 12 10 11 -5 -9 17 16 -6 19 -14 -2 -10
right_child=1 3 -4 4 15 -7 -8 8 14 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.001163364667940821 0.0012925134295111 -3.1395874057730707e-05 0.00093858646412174553 0.0015084499378600217 0.00045833286056897935 0.00074472597577270451 0.0024609897510257956 0.0023242696109989384 0.0019150566317121121 0.0015887777713532235 0.00029872186435865285 0.00072664514664607619 0.0020664286839060029 0.00099303336718289579 0.0011082621799038898 -0.00025358092135648161 0.0012302914809147233 0.0018666139528797764 0.0018350147844304226 0.001637840261788259
leaf_weight=89 58 88 54 52 59 70 91 95 108 63 52 78 380 60 60 53 57 1106 98 127
leaf_count=89 58 88 54 52 59 70 91 95 108 63 52 78 380 60 60 53 57 1106 98 127
internal_value=0 0.000847493 0.0018231 0.000587968 0.000740728 0.00135837 0.00184507 0.00181813 0.00184736 0.00102383 0.000828098 0.00103961 0.0019075 0.00188186 0.0015669 0.000121166 0.00166103 0.00191773 0.00163352 0.00176537
internal_weight=0 671 2227 445 357 226 2173 2082 1993 245 182 130 1641 1546 352 112 292 1486 156 235
internal_count=2898 671 2227 445 357 226 2173 2082 1993 245 182 130 1641 1546 352 112 292 1486 156 235
is_linear=0
shrinkage=0.00293013


Tree=2957
num_leaves=28
num_cat=0
split_feature=4 12 13 133 12 150 16 11 15 4 12 12 15 12 123 133 49 43 12 16 43 13 13 133 4 12 16
split_gain=41.4239 16.6285 6.92225 5.20916 4.61581 4.05246 3.33778 2.88377 2.70961 3.76964 2.27043 2.25746 1.68752 3.31548 1.20045 1.163 0.974914 0.933575 0.872876 0.802257 2.61951 0.912384 0.733601 0.692223 0.541581 0.620753 0.372777
threshold=0.31392000000000003 0.056995000000000011 -0.00027999999999999998 -1.0000000180025095e-35 0.11755500000000001 0.083680000000000018 -0.53342999999999996 1.0000000180025095e-35 -0.070454999999999976 -0.15366499999999997 0.090455000000000021 -0.089399999999999993 -0.43091499999999999 -1.0000000180025095e-35 0.083715000000000026 0.089025000000000007 -0.078789999999999985 -0.049999999999999996 0.093245000000000008 -0.0011349999999999999 -0.0093249999999999982 -0.016759999999999994 -0.080314999999999984 -0.14820499999999998 0.022635000000000006 0.092395000000000019 -0.012119999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 8 -2 10 -4 -10 15 -5 13 -8 -13 16 -3 -6 -9 24 21 -21 26 -18 25 -12 -17
right_child=6 4 5 11 17 -7 12 18 9 -11 19 14 -14 -15 -16 22 23 -19 -20 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0023811152885327342 0.0017043634279390928 0.0023066213789454757 0.0029890254835003389 0.0017317162651396207 0.0016541308562981719 0.0015451484608979195 0.00076193290720511333 0.0032172265871799263 0.0026808751099275606 0.0017311686700592153 0.0023327629718446941 0.0013421750693986797 0.00062205982627183709 0.0017809323408677919 0.00069463115879384008 0.0024686266575470561 0.0030492993643661558 0.0022429701150383308 0.0027243854569588169 0.002559306478935301 0.0016610487249334889 0.0020886522331921764 0.00269922671780678 0.002720249077870792 0.002271070386479421 0.0026338460176726776 0.0020951527907127061
leaf_weight=60 93 54 70 77 57 61 74 94 92 78 91 60 81 57 56 55 73 53 61 181 52 55 69 692 76 319 57
leaf_count=60 93 54 70 77 57 61 74 94 92 78 91 60 81 57 56 55 73 53 61 181 52 55 69 692 76 319 57
internal_value=0 0.00243884 0.00195132 0.00156419 0.00257129 0.00227661 0.00120292 0.00260737 0.00246238 0.00224533 0.002571 0.00131005 0.000982787 0.00120557 0.00102986 0.00267118 0.00272239 0.00193815 0.00302349 0.00244152 0.00230747 0.00244976 0.0024393 0.00275169 0.00252088 0.0025671 0.00227886
internal_weight=0 2593 554 253 2039 301 305 1929 240 170 1774 193 212 131 116 1000 819 110 155 774 288 236 181 765 486 410 112
internal_count=2898 2593 554 253 2039 301 305 1929 240 170 1774 193 212 131 116 1000 819 110 155 774 288 236 181 765 486 410 112
is_linear=0
shrinkage=0.00317166


Tree=2958
num_leaves=25
num_cat=0
split_feature=3 157 403 1186 3 147 3 1 13 1 48 130 16 1213 1 42 13 3 402 1212 42 13 13 40
split_gain=1.62274 1.33257 0.989763 0.969905 0.889126 0.932999 1.6565 1.25478 1.57195 1.23306 0.944304 0.714872 0.59148 0.495772 0.617878 1.38603 0.707111 0.743153 0.557738 0.467376 0.369918 0.341771 0.309405 0.24725
threshold=-0.064349999999999991 -0.081889999999999991 -0.53447999999999996 0.084100000000000022 0.28833000000000003 0.089430000000000023 0.076825000000000018 0.10174000000000001 -0.0094049999999999984 0.10198500000000001 0.083540000000000017 -0.079354999999999981 0.022165000000000004 0.062550000000000008 0.11097000000000001 0.088060000000000013 0.032645000000000007 -0.23098999999999997 -0.090599999999999986 0.078810000000000005 -0.015624999999999998 -1.0000000180025095e-35 -0.43902499999999994 -0.079539999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 11 5 6 7 12 23 10 -8 -4 21 14 16 -16 18 -18 -13 20 -15 -3 -6 -9
right_child=1 4 3 -5 22 -7 9 8 -10 -11 -12 13 -14 19 15 -17 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.00013706184206548926 -0.0035210972855480396 0.0036665331076900882 0.0079605234387681682 -0.00065197883700184511 -0.002334304595133045 -0.0014668643794014129 0.0060701527037489529 0.0044843365743758596 -0.003696855318706351 0.0091042365716174963 -0.00018679879824150605 0.006244157967936691 0.00069046705113362083 0.0064008780551434458 0.010443493136814697 0.0031224893861030345 0.0047071396996144679 0.00046627143737112091 0.003667065194301644 0.008070825905127383 0.0021433197343505195 0.0072172048175488026 0.001295954258861557 0.0011514666128405193
leaf_weight=79 54 90 60 57 61 60 77 52 89 86 52 120 55 53 56 83 78 169 1161 70 53 58 60 65
leaf_count=79 54 90 60 57 61 60 77 52 89 86 52 120 55 53 56 83 78 169 1161 70 53 58 60 65
internal_value=0 0.00193738 0.00379934 0.00395819 0.00230401 0.00280609 0.00321756 0.00187463 -9.81675e-05 0.00577048 0.003545 0.00409648 0.00387846 0.00397048 0.00377843 0.00607472 0.00356929 0.00180705 0.00390878 0.00578731 0.00427572 0.0050606 -0.000531008 0.00263602
internal_weight=0 859 2039 1960 805 684 624 409 206 215 129 1903 203 1843 1667 139 1528 247 1281 176 106 148 121 117
internal_count=2898 859 2039 1960 805 684 624 409 206 215 129 1903 203 1843 1667 139 1528 247 1281 176 106 148 121 117
is_linear=0
shrinkage=0.0359124


Tree=2959
num_leaves=16
num_cat=0
split_feature=12 13 42 15 40 147 151 48 40 0 447 12 1454 0 15
split_gain=1.06184 2.01933 1.98088 1.26076 1.41801 0.878444 0.90204 0.813977 0.798912 0.782604 0.557279 0.882415 0.743852 0.727499 0.446085
threshold=-1.0000000180025095e-35 -0.0094049999999999984 -0.0047199999999999994 -0.43587999999999999 -0.0099849999999999991 0.090635000000000007 0.072810000000000014 0.11156500000000001 -0.078949999999999979 -0.23043999999999995 0.083310000000000009 0.078120000000000009 0.090210000000000026 -0.13955999999999996 -0.10566999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 8 6 7 9 -5 -2 11 13 -13 -11 -9
right_child=5 2 -4 4 -6 -7 -8 14 -10 10 -12 12 -14 -15 -16
leaf_value=-0.0017229568142333581 0.0084146516890537745 0.0019087803924035416 -0.007850414829986831 0.0053262366250532841 0.010430573318194962 -0.00073427177768930606 0.0075163091518703744 0.0024525771309757329 -0.00068184071342716648 0.0042860098425990352 0.0074513814309600974 0.0037039961234179913 -0.00069245364117088114 -0.00089594632495182847 -0.0027952291638865534
leaf_weight=65 52 69 67 83 53 83 88 54 64 65 54 1845 65 139 52
leaf_count=65 52 69 67 83 53 83 88 54 64 65 54 1845 65 139 52
internal_value=0 0.00110864 -0.00289588 0.00316542 0.0047563 0.00335237 0.00349306 0.00334066 0.00270754 0.00350598 0.00338805 0.00328405 0.00355415 0.000753051 -0.000117745
internal_weight=0 401 136 265 200 2497 2414 2326 147 2220 2168 2114 1910 204 106
internal_count=2898 401 136 265 200 2497 2414 2326 147 2220 2168 2114 1910 204 106
is_linear=0
shrinkage=0.0404432


Tree=2960
num_leaves=28
num_cat=0
split_feature=1 52 52 1 12 1 49 12 15 4 14 12 12 4 12 42 124 12 43 151 12 12 12 42 52 131 42
split_gain=53.9855 11.967 5.90154 4.5134 4.91491 4.09402 3.25871 3.23372 2.35845 2.33708 2.19268 3.48324 2.58089 1.91737 1.51199 1.37978 1.33827 1.11222 0.783342 0.781271 0.772657 0.770896 0.694623 0.550164 0.507827 0.547576 0.693657
threshold=0.10398500000000001 -0.41694999999999993 0.20131000000000002 0.12448500000000001 0.090535000000000018 0.089605000000000018 -0.014479999999999998 0.096055000000000015 -0.42443999999999993 -0.46195999999999998 0.073890000000000011 0.056995000000000011 -0.0066799999999999993 0.41377500000000006 0.085465000000000013 0.097140000000000018 -0.082654999999999992 0.091200000000000017 -0.14239499999999997 -0.0008699999999999999 0.11160500000000002 0.10742000000000002 0.094045000000000004 0.085965000000000014 -0.060344999999999996 0.09031500000000002 0.090175000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 16 7 -7 9 -5 -1 11 12 -11 -10 -8 18 -3 23 -9 -18 -17 -20 -19 -13 -16 26 -26
right_child=1 2 -4 8 -6 6 14 15 13 10 -12 17 -14 -15 24 20 19 22 21 -21 -22 -23 -24 -25 25 -27 -28
leaf_value=0.0027582504372719221 0.0022091212498638766 0.0012568915308574602 0.0018417655171810105 0.00090615250159870975 0.0017478313959076505 0.0012841881676426568 0.0015364431580824167 0.0023070524136564498 0.00054137478919317745 0.0020145080248215137 0.002668351053913874 0.0022802559575909377 0.0011939508604060028 -0.00014753077906254654 0.0022832736891274358 0.0017884587113392982 0.0009335930538873279 0.0018482934329420548 0.001704908778698279 0.00049558956182451709 0.0012781360051067709 0.0021568171460786935 0.0022221306306360804 0.002127554024604053 0.0015973011203560578 0.0022009721898245379 0.0020478749233832981
leaf_weight=64 76 52 58 87 75 100 76 55 100 91 75 607 63 64 63 66 69 145 100 93 52 59 74 382 61 63 75
leaf_count=64 76 52 58 87 75 100 76 55 100 91 75 607 63 64 63 66 69 145 100 93 52 59 74 382 61 63 75
internal_value=0 0.00104659 0.000898784 0.000797439 0.00106247 0.00204884 0.00177828 0.00211348 0.000492155 0.00217502 0.00214902 0.0021204 0.00167904 0.000272331 0.00192437 0.00183514 0.000822115 0.00217664 0.00198457 0.000682352 0.00156385 0.00187281 0.00197476 0.00222131 0.00203677 0.00195856 0.00184602
internal_weight=0 674 598 540 289 2271 438 1833 251 1501 1437 1362 154 164 338 332 214 1208 214 162 118 159 219 989 262 199 136
internal_count=2945 674 598 540 289 2271 438 1833 251 1501 1437 1362 154 164 338 332 214 1208 214 162 118 159 219 989 262 199 136
is_linear=0
shrinkage=0.00310948


Tree=2961
num_leaves=20
num_cat=0
split_feature=2 133 0 4 41 8 0 0 160 39 0 12 43 484 12 12 0 0 0
split_gain=2.64196 0.883115 1.57915 0.960246 0.855505 1.36881 0.854405 1.13325 1.66123 0.80753 0.782439 0.763988 1.11225 0.708694 0.645103 0.587979 0.572604 0.221127 0.180465
threshold=0.11806500000000002 0.017095000000000003 -0.056754999999999993 0.50214500000000006 0.075585000000000013 0.084325000000000011 -0.10726999999999999 -0.23395499999999997 -0.061914999999999991 0.093500000000000014 0.12469500000000001 0.090285000000000018 -0.09361499999999999 0.053970000000000011 0.081320000000000017 0.088725000000000012 -0.15445999999999996 -0.13409999999999997 -0.057749999999999989
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 17 5 6 7 -1 -9 10 11 12 -8 -13 -6 16 -10 -2 -3
right_child=1 18 -4 -5 14 -7 9 8 15 -11 -12 13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0066587620591473046 -0.0027658659719799429 0.0011698992830199186 -0.005312990921363875 0.0049519947206132248 0.0034080667081336099 -0.0028355972003290654 0.0078559351936855863 -0.0045644188858485002 0.0039009226192981343 -0.00091626447667403593 0.0077108012729940906 0.002992358214686536 0.0038181012971896574 -0.0013113975299412558 0.0087492682784753549 0.0056256237106297657 -0.00069536914566612179 0.00063786171452398358 0.004299513555895672
leaf_weight=53 59 53 93 56 61 54 110 69 64 56 69 732 1020 60 72 55 102 52 55
leaf_count=53 59 53 93 56 61 54 110 69 64 56 69 732 1020 60 72 55 102 52 55
internal_value=0 -0.000128031 -0.00133233 0.000882003 0.0033229 0.00316058 0.00329623 0.00153385 0.000595824 0.00359134 0.00371833 0.00357479 0.00421152 0.0026658 0.0063026 0.00220878 0.00107424 -0.00116766 0.00276745
internal_weight=0 368 260 167 2577 2444 2390 343 290 2047 1991 1922 1130 792 133 221 166 111 108
internal_count=2945 368 260 167 2577 2444 2390 343 290 2047 1991 1922 1130 792 133 221 166 111 108
is_linear=0
shrinkage=0.0381105


Tree=2962
num_leaves=26
num_cat=0
split_feature=4 123 10 4 42 150 42 14 14 4 4 160 160 42 43 42 42 160 42 1447 42 157 47 42 4
split_gain=46.6902 12.8061 6.11278 5.17537 6.77791 5.14757 3.59937 3.12697 3.11806 1.75888 12.6742 1.34727 1.80907 1.12829 0.967429 0.965116 0.933909 0.899462 0.644568 0.6134 0.754959 0.585777 0.555187 0.336614 1.01644
threshold=0.31392000000000003 1.0000000180025095e-35 -0.015289999999999998 -0.060239999999999995 0.079335000000000003 0.082085000000000019 0.090045000000000014 -0.45687499999999998 0.073890000000000011 -0.14088999999999999 -0.42305999999999994 -0.23244499999999998 -0.072489999999999985 0.11573500000000002 -0.084454999999999988 0.087745000000000004 0.085585000000000008 0.083295000000000022 0.089470000000000008 -0.015099999999999999 0.088685000000000014 -0.0041249999999999993 0.10347500000000001 0.088060000000000013 0.42118000000000005
decision_type=2 2 2 2 2 2 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 11 19 -2 9 10 21 -5 -13 22 -9 16 -11 -3 -17 -6 -21 -4 -8 24 -16
right_child=7 17 3 4 6 -7 13 14 -10 15 -12 12 -14 -15 23 18 -18 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.0015707817246205984 0.0019181148618315764 0.0015069185848616746 0.003234463493036935 0.0028723924748604982 0.0032373872267440064 0.0015703436841646577 0.0026446094711284787 0.00074491790602002853 0.0035080318140855299 0.00287349917320968 0.0014194998890423632 0.0018069849977361229 0.0024185552819057663 0.0020886059136065362 0.0016210076313679933 0.0023791355746497814 0.003264303454487688 0.0019974968950231941 0.0027683043588860087 0.0028030543016769028 0.0032120968884951527 0.002847972940970089 0.0022945279973164176 0.0010100535854436626 0.0010859618581384439
leaf_weight=53 64 94 71 52 53 94 194 52 62 450 72 58 319 65 62 52 73 64 287 303 55 96 62 52 86
leaf_count=53 64 94 71 52 53 94 194 52 62 450 72 58 319 65 62 52 73 64 287 303 55 96 62 52 86
internal_value=0 0.00258186 0.00263786 0.00266123 0.00251972 0.0022436 0.00271696 0.00129129 0.00281391 0.00277479 0.00253274 0.00239104 0.00232456 0.00246462 0.00113197 0.00284187 0.00292811 0.00170585 0.00270871 0.00291397 0.00286599 0.00301249 0.00255996 0.00123243 0.00131033
internal_weight=0 2629 2471 2418 1255 523 732 316 1163 1101 239 429 377 321 252 862 523 158 339 411 358 167 256 200 148
internal_count=2945 2629 2471 2418 1255 523 732 316 1163 1101 239 429 377 321 252 862 523 158 339 411 358 167 256 200 148
is_linear=0
shrinkage=0.00317166


Tree=2963
num_leaves=19
num_cat=0
split_feature=2 15 2 1447 12 14 149 3 4 2 13 12 4 2 4 43 43 42
split_gain=2.11146 1.34678 1.52921 1.08108 1.04161 0.975704 0.942919 0.666877 1.51488 0.652028 1.12426 0.595104 0.992743 0.812243 0.709309 0.596192 0.54886 0.514118
threshold=0.11366500000000002 -0.46645999999999993 0.17553000000000005 -0.085644999999999985 0.090745000000000006 0.073890000000000011 1.0000000180025095e-35 0.092005000000000017 -0.072004999999999986 0.12141500000000001 -1.0000000180025095e-35 0.098785000000000012 -0.27577999999999997 0.08784500000000002 0.020110000000000006 -1.0000000180025095e-35 -0.064539999999999986 0.092010000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 16 9 6 7 11 -9 -3 -11 12 -5 -14 15 -13 -1 -6
right_child=1 2 -4 5 17 -7 -8 8 -10 10 -12 14 13 -15 -16 -17 -18 -19
leaf_value=0.0045784466749392945 0.0066665094957648451 -0.0042962127143725149 -0.0064548832865457852 0.0078613226440429861 0.0058641408862795397 0.007460508207973688 -0.0021355286893254754 0.0056612133030269742 -0.0022906017583792316 -0.0028296061831472067 0.0045630924200665722 0.0046580287297728548 0.0042303722804671587 0.0024056705859031697 -0.0014485709756887242 0.0001108355171656026 0.010392595857097807 0.0011742769149871524
leaf_weight=54 52 71 56 91 68 89 54 64 101 75 61 131 1027 655 81 74 53 88
leaf_count=54 52 71 56 91 68 89 54 64 101 75 61 131 1027 655 81 74 53 88
internal_value=0 0.000527346 -0.000233524 0.00348286 0.000725055 0.00330278 0.00314015 0.00326844 0.000791122 -0.00115412 0.000483062 0.00346676 0.00374312 0.00352006 0.00175199 0.00301871 0.00746239 0.00322134
internal_weight=0 471 419 2474 363 2367 2278 2224 165 207 136 2059 1773 1682 286 205 107 156
internal_count=2945 471 419 2474 363 2367 2278 2224 165 207 136 2059 1773 1682 286 205 107 156
is_linear=0
shrinkage=0.0404432


Tree=2964
num_leaves=13
num_cat=0
split_feature=41 9 40 1453 160 48 402 4 151 43 42 160
split_gain=1.03333 1.11811 1.0679 0.937416 0.887805 0.944629 0.793761 0.71993 0.664869 0.553735 0.377083 0.30095
threshold=0.075585000000000013 0.087000000000000008 0.0045850000000000005 -0.079499999999999987 -0.23244499999999998 0.13224500000000003 0.11336500000000001 -0.048844999999999993 0.053170000000000002 -0.0096349999999999977 0.090115000000000015 -0.41731999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 8 -5 -6 -8 -2 -9
right_child=10 -3 -4 4 5 -7 9 11 -10 -11 -12 -13
leaf_value=0.0067567761942202934 0.0067515790977058952 -0.0025357093799173534 -0.0021199035637776142 0.0017545069558181983 0.0021068083092401677 -0.002573984078561744 0.0074269590681332494 0.0070354697347529737 -0.00079038401992630029 0.0024563775691793873 0.0032182580106908079 0.0038977489455282038
leaf_weight=63 87 68 74 100 2015 59 62 96 112 59 77 73
leaf_count=63 87 68 74 100 2015 59 62 96 112 59 77 73
internal_value=0 0.00210096 0.00221732 0.00233909 0.0022309 0.00199837 0.00211854 0.00422369 0.00195407 0.00500652 0.00509503 0.00568244
internal_weight=0 2781 2713 2639 2576 2307 2248 269 2127 121 164 169
internal_count=2945 2781 2713 2639 2576 2307 2248 269 2127 121 164 169
is_linear=0
shrinkage=0.0366306


Tree=2965
num_leaves=20
num_cat=0
split_feature=0 474 4 1 15 16 34 0 0 457 160 16 16 0 15 474 474 16 0
split_gain=1.25805 1.49795 1.72691 0.994585 0.900798 1.48202 1.07318 0.690616 1.12474 2.53495 1.32364 1.15803 0.705118 1.57409 1.07606 0.586619 0.775559 0.508165 0.375179
threshold=-0.0033699999999999993 0.084145000000000011 -0.15615999999999999 0.100925 -0.41343999999999997 -0.4193599999999999 -0.016844999999999995 -0.23395499999999997 -0.12851999999999997 0.083995000000000014 -0.020569999999999995 -0.025214999999999998 0.064455000000000012 -0.073664999999999994 -0.047859999999999993 0.094055000000000014 0.084880000000000011 0.51041000000000014 0.148925
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 5 -1 -6 -8 9 10 -9 -12 15 14 -14 16 -10 -15 -2
right_child=1 -3 -4 -5 6 -7 7 8 12 -11 11 -13 13 17 -16 -17 -18 -19 -20
leaf_value=0.0024157564748037881 -0.0041133587461046773 0.0055082806602531394 -0.0064759552628723231 0.0038887078562266945 0.0073946118524954186 -0.0054481924124456706 0.0062863217563809796 -0.0040601369268019058 0.002632643819194615 -0.0077252692647432394 0.0009691076988208846 0.0073706369406121115 0.00059339351954323396 0.0010567517476594642 -0.0068703413650179302 -0.0013317525029593158 0.0066833058904331912 0.0046481969738710969 0.00042730297625940053
leaf_weight=87 58 52 80 73 60 62 59 52 1564 55 143 61 62 142 55 53 75 103 52
leaf_count=87 58 52 80 73 60 62 59 52 1564 55 143 61 62 142 55 53 75 103 52
internal_value=0 -0.000518398 -0.00171156 0.000368965 0.00208 -0.000853706 0.00225615 0.00212879 0.00202489 -0.000152446 0.00147291 0.00288532 0.00235477 0.000796021 -0.00291165 0.00268801 0.00281825 0.00256832 -0.00196309
internal_weight=0 315 263 183 2633 149 2484 2424 2365 311 256 204 2054 362 117 1692 1639 245 110
internal_count=2948 315 263 183 2633 149 2484 2424 2365 311 256 204 2054 362 117 1692 1639 245 110
is_linear=0
shrinkage=0.0388727


Tree=2966
num_leaves=26
num_cat=0
split_feature=4 49 475 150 16 0 48 42 49 4 0 4 48 159 0 42 0 4 42 1213 4 0 16 4 0
split_gain=43.5677 6.98483 4.63885 4.55226 3.80481 3.57977 3.13718 1.93011 1.80726 1.63517 2.90068 1.51334 1.44673 1.39792 1.75532 1.37193 1.4544 1.30656 1.01753 0.94633 0.916327 0.614168 0.590789 0.252669 0.0341648
threshold=0.31392000000000003 -0.020454999999999997 -0.054724999999999989 -0.053939999999999995 -0.53342999999999996 -0.06952499999999999 0.091600000000000015 0.079335000000000003 0.076125000000000012 -0.49269499999999994 -0.040094999999999992 -0.080414999999999986 0.083540000000000017 0.087995000000000004 -0.095554999999999987 0.088485000000000022 -0.085349999999999995 -0.10701499999999999 0.11382000000000002 0.023610000000000003 -0.019465 -0.083514999999999992 0.39813000000000004 -0.036839999999999991 0.12366000000000001
decision_type=2 2 2 2 2 2 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 11 7 12 9 24 23 15 -4 14 -6 17 -17 -5 19 20 -13 -19 -10 -11 -7
right_child=4 3 6 5 13 8 -8 -9 22 10 -12 18 -14 -15 -16 16 -18 21 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0025101720290458549 0.0014214219178263663 0.0013950613925171548 0.0011091146272277318 0.0018601919800180649 0.00091370632569097226 0.0024090329815038376 0.0010917991736710032 0.0020596811928680434 0.0014003038100177984 0.002229317785286337 0.0014640218053155879 0.0020331157789911306 0.001779165799251048 0.00096029709643668387 0.00020117641929341657 0.0030150276278730587 0.0023247498626162819 0.0024738079122433687 0.0018142832087222336 0.002482503752402204 0.0022323725164747855 0.0022264033357246907 0.0018411726417146247 0.0019748089633331964 0.0022814348593550781
leaf_weight=55 90 74 53 59 53 54 97 102 63 110 91 336 70 98 82 56 59 192 72 96 621 191 53 59 62
leaf_count=55 90 74 53 59 53 54 97 102 63 110 91 336 70 98 82 56 59 192 72 96 621 191 53 59 62
internal_value=0 0.00207541 0.001691 0.00213986 0.000888723 0.0021652 0.00155098 0.00174879 0.00193597 0.00203891 0.00190396 0.00223223 0.00149071 0.00068282 0.000481151 0.00236283 0.00266117 0.00228514 0.00216753 0.00219166 0.00216245 0.00235051 0.00160202 0.00214066 0.00234111
internal_weight=0 2625 377 2248 323 2174 322 225 492 376 260 1682 123 233 135 557 115 442 1125 1053 957 383 116 169 116
internal_count=2948 2625 377 2248 323 2174 322 225 492 376 260 1682 123 233 135 557 115 442 1125 1053 957 383 116 169 116
is_linear=0
shrinkage=0.0030485


Tree=2967
num_leaves=27
num_cat=0
split_feature=1 52 52 2 1 12 151 15 52 1 34 2 4 4 48 4 1453 4 13 48 12 475 475 1 2 2
split_gain=42.9794 10.0541 5.71455 4.67103 3.65889 4.06352 2.29839 2.4864 1.92544 2.0566 1.80645 2.92029 1.33462 1.68079 1.23423 1.09925 0.951684 1.0991 1.05567 1.40076 0.914113 0.667813 1.13161 0.586928 0.505076 0.500467
threshold=0.10398500000000001 -0.41694999999999993 0.12484500000000003 0.092320000000000013 0.12072500000000001 0.088325000000000015 -0.082164999999999988 -0.048464999999999994 -0.54883999999999988 0.081315000000000012 -0.023104999999999997 0.12414000000000001 -0.27577999999999997 0.0060300000000000015 0.082425000000000012 0.18095500000000003 -0.077554999999999985 0.053925000000000008 -0.09547499999999999 0.091125000000000025 0.090400000000000022 -0.085684999999999997 -0.080379999999999993 0.13872000000000004 0.11543500000000002 0.11248000000000001
decision_type=2 2 2 2 2 2 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 16 5 6 -3 -8 -5 12 -6 -12 -10 20 -11 24 -1 18 -18 21 -14 -20 -23 -13 -15 -22
right_child=1 2 -4 8 10 -7 7 -9 9 14 11 23 13 15 -16 -17 17 -19 19 -21 25 22 -24 -25 -26 -27
leaf_value=0.0024366468030078683 0.002149003455998433 0.001370629729603493 0.0016638426906535552 0.0023044302846478753 6.7691170454069655e-05 0.0017595114202393809 0.00098353789622029095 0.00011532554271671235 0.001325744407120414 0.0016438472943472939 0.0012746755043834468 0.00064765850699431986 0.0023547715050573409 0.0013801710914834882 0.0010004557904632421 0.0019571281264334555 0.0023576123221825968 0.0016518493627986628 0.002318505283988337 0.0016530988411115831 0.0019785622096749615 0.001719481833785755 0.0020696988738808765 0.00026060554678548079 0.0017244277953122682 0.0016468930183977815
leaf_weight=59 72 56 87 57 54 62 75 52 53 59 58 78 52 107 53 74 102 66 88 85 206 95 1009 69 65 55
leaf_count=59 72 56 87 57 54 62 75 52 53 59 58 78 52 107 53 74 102 66 88 85 206 95 1009 69 65 55
internal_value=0 0.0010731 0.000941976 0.00195485 0.000817303 0.00108451 0.000855643 0.000628306 0.00176329 0.00172064 0.000564414 0.0006951 0.0017903 0.00183429 0.00133968 0.00164495 0.00205431 0.00203867 0.00205716 0.00203314 0.00198299 0.00206021 0.00203959 0.000466202 0.00151046 0.00190879
internal_weight=0 663 591 2285 504 245 183 127 781 724 259 205 612 559 112 246 1504 1445 1379 1277 313 1192 1104 147 172 261
internal_count=2948 663 591 2285 504 245 183 127 781 724 259 205 612 559 112 246 1504 1445 1379 1277 313 1192 1104 147 172 261
is_linear=0
shrinkage=0.0030485


Tree=2968
num_leaves=14
num_cat=0
split_feature=1453 1 1443 0 1 52 457 0 0 16 34 15 1
split_gain=1.20095 1.098 1.13711 0.983277 0.923983 1.00779 0.699656 1.04404 1.4402 1.18028 0.720863 0.783593 0.314322
threshold=-0.077554999999999985 0.12072500000000001 1.0000000180025095e-35 -0.00077999999999999999 0.14860500000000001 0.056265000000000009 0.11129500000000002 -0.18713499999999997 -0.15270499999999995 -0.13800499999999996 -1.0000000180025095e-35 1.0000000180025095e-35 0.13601500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 12 7 9 -9 -2 -10 -12 -3
right_child=1 3 -4 -5 -6 -7 -8 8 10 -11 11 -13 -14
leaf_value=0.0070604038749152477 0.0024977869059661169 -0.00056676384193342561 -0.0034856692316947314 -0.0050684796461017197 0.005694259403934596 0.0043496257710779083 -0.0019116408665426012 -0.0039887660932831992 0.006141354607216579 0.010935900744527943 0.0017994618090104229 0.003342570337047442 -0.004372002255408099
leaf_weight=84 57 95 52 54 53 56 56 55 92 52 1217 968 57
leaf_count=84 57 95 52 54 53 56 56 55 92 52 1217 968 57
internal_value=0 0.00215172 0.00243011 -9.95867e-05 0.000926806 -0.000285902 0.00255348 0.00265609 0.00247496 0.00652727 0.00263128 0.00248329 -0.00199657
internal_weight=0 2864 2549 315 261 208 2497 2441 2332 109 2277 2185 152
internal_count=2948 2864 2549 315 261 208 2497 2441 2332 109 2277 2185 152
is_linear=0
shrinkage=0.0404432


Tree=2969
num_leaves=12
num_cat=0
split_feature=1348 1453 1429 475 15 12 475 124 13 13 15
split_gain=0.879774 0.797278 0.664937 1.47398 0.909268 0.790354 0.685114 0.597746 1.14442 0.78859 0.487638
threshold=0.084490000000000023 -0.077554999999999985 0.082195000000000018 -0.085684999999999997 -0.035654999999999992 -0.19698999999999997 -0.084264999999999993 0.0049200000000000008 0.26746000000000009 0.0048350000000000008 -0.011749999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 10 -5 -3 -7 8 9 -8 -4
right_child=-2 2 3 4 -6 6 7 -9 -10 -11 -12
leaf_value=0.0070766825715311279 -0.0031939806603528808 -0.0034040619376251879 0.012313317242956109 0.0059443440690075148 -0.0016064039136292085 -0.0026930298809260639 0.0026470884085252979 -0.0023853218010255446 0.0095122050990103253 0.00019589492055519184 0.0057585456612442316
leaf_weight=83 67 61 52 64 89 66 1932 62 52 365 55
leaf_count=83 67 61 52 64 89 66 1932 62 52 365 55
internal_value=0 0.00240538 0.00226663 0.00459614 0.00154871 0.00202778 0.00216176 0.00229487 0.00241862 0.00225781 0.00894886
internal_weight=0 2881 2798 260 153 2538 2477 2411 2349 2297 107
internal_count=2948 2881 2798 260 153 2538 2477 2411 2349 2297 107
is_linear=0
shrinkage=0.0483334


Tree=2970
num_leaves=26
num_cat=0
split_feature=1447 3 4 10 3 16 2 474 3 16 3 43 158 457 4 16 483 43 15 43 15 2 43 43 4
split_gain=1.12632 2.41861 1.33047 1.47721 0.971778 0.937076 2.32922 0.691936 1.48079 0.76265 0.692675 0.642399 0.70375 0.721974 0.613422 0.586868 0.571761 0.608112 0.54638 0.533525 0.477364 0.444849 0.319936 0.391938 0.19797
threshold=-0.084094999999999989 -0.085549999999999973 0.00023500000000000005 -0.015289999999999998 -0.087454999999999991 0.14976500000000001 0.091235000000000024 0.085070000000000021 -0.15105999999999997 -0.4136149999999999 0.097775000000000015 -0.089269999999999988 1.0000000180025095e-35 0.069705000000000003 0.053925000000000008 -0.0032799999999999995 -0.014874999999999998 -0.040494999999999996 -0.21242999999999998 -1.0000000180025095e-35 -0.040119999999999996 0.10472500000000001 -0.12788999999999998 -0.082894999999999983 -0.088484999999999994
decision_type=2 2 2 2 2 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 19 8 -5 18 14 15 13 16 -11 -6 -13 -18 -10 22 -20 -7 24 -24 -2
right_child=2 -3 3 7 11 21 -8 -9 9 10 -12 12 -14 -15 -16 -17 17 -19 20 -21 -22 -23 23 -25 -26
leaf_value=-0.0078392322523818687 0.0012783906769095281 0.0032814845237202138 -0.0060538631011897602 -0.0049003546247400592 0.0035589714914984125 0.0069009057106989699 -0.0062875677000149271 -0.002652278536680556 0.0072033678805254134 0.0024679523940058972 0.004957124151140628 0.0075006428487872185 -0.00088976441568633608 0.0072675985116043163 -0.00092351024684630739 0.010123572425119728 0.0014334618136806376 0.0037614393480975465 0.0010178354507067943 0.0055231868448923924 0.0058042437991455984 0.0016183108447730063 -0.0029282898609285257 0.0014043285068175871 0.0049637081032077495
leaf_weight=67 60 85 55 60 52 75 80 76 80 179 81 57 72 93 238 53 324 644 107 66 64 52 58 129 53
leaf_count=67 60 85 55 60 52 75 80 76 80 179 81 57 72 93 238 53 324 644 107 66 64 52 58 129 53
internal_value=0 -0.00161734 0.00224997 0.000905944 0.00292605 0.00142364 0.00047778 0.001339 0.00171453 0.00224506 0.001252 0.00359047 0.00330009 0.00357033 0.000531177 0.00687698 0.00323442 0.00298272 0.00421348 0.00195782 0.00281197 0.00474163 0.00117188 5.80225e-05 0.00301104
internal_weight=0 152 2808 940 1868 573 446 885 809 749 498 1295 1190 1118 417 105 1025 968 251 366 171 127 300 187 113
internal_count=2960 152 2808 940 1868 573 446 885 809 749 498 1295 1190 1118 417 105 1025 968 251 366 171 127 300 187 113
is_linear=0
shrinkage=0.043777


Tree=2971
num_leaves=23
num_cat=0
split_feature=157 160 4 403 15 12 12 12 4 14 0 4 401 15 0 4 403 3 0 0 1212 4
split_gain=0.754945 0.751719 0.734464 0.62802 1.06535 0.569921 1.15559 0.754457 0.811194 0.707123 0.567334 0.546279 0.489101 0.429624 0.963718 0.626017 0.420385 0.505458 0.371487 0.428819 0.139747 0.127364
threshold=-0.3960249999999999 -0.54913999999999985 0.00059000000000000014 -0.081224999999999992 0.083185000000000023 0.093455000000000024 0.090745000000000006 0.11640000000000002 0.15164000000000002 -0.42227999999999993 -0.085604999999999987 -0.00090499999999999988 -0.078179999999999986 -0.17840999999999999 -0.17127999999999996 0.08920500000000002 -0.010724999999999998 0.090170000000000014 -0.083344999999999989 -0.071749999999999994 1.0000000180025095e-35 0.056815000000000011
decision_type=2 2 2 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 -3 6 9 8 21 -4 -6 12 -5 14 -11 -15 20 -18 -12 -20 -14 -7
right_child=1 2 5 11 10 7 -8 -9 -10 13 18 -13 16 15 -16 -17 17 -19 19 -21 -22 -23
leaf_value=0.0061600350584389311 -0.0028716546407978466 -0.0041167354191059278 0.0048598315527974426 -0.0014412581462033621 -0.001530759470316215 -0.0017319099208090187 0.0067094447803862393 0.0023330080054309661 -0.0057219320560879736 0.0030245267008538043 0.0051209702895287324 0.0059437311419262527 0.0060380998590229672 -0.00035728375391182768 -0.0031791473031384408 0.0028179730130804613 0.0018528183808850336 0.0043485365752202057 0.00042370179307085081 0.0041264112275021846 0.0032155175285316666 0.00065786161428604915
leaf_weight=52 60 61 58 54 76 61 54 81 64 55 55 61 55 206 121 172 1124 138 156 68 53 75
leaf_count=52 60 61 58 54 76 61 54 81 64 55 55 61 55 206 121 172 1124 138 156 68 53 75
internal_value=0 0.00143191 0.00152272 0.00196343 0.000627135 0.000637615 0.00125729 -0.000829615 -0.00211255 0.000775545 0.00144345 0.00233749 0.00218271 0.000347199 -0.00123814 0.00108644 0.00232586 0.00212605 0.00225511 0.00154959 0.00465679 -0.00041097
internal_weight=0 2908 2848 1901 416 947 666 281 200 612 355 1485 1424 554 176 378 1370 1262 279 224 108 136
internal_count=2960 2908 2848 1901 416 947 666 281 200 612 355 1485 1424 554 176 378 1370 1262 279 224 108 136
is_linear=0
shrinkage=0.0388727


Tree=2972
num_leaves=16
num_cat=0
split_feature=52 51 41 11 11 50 2 51 52 48 403 52 474 48 2
split_gain=0.605393 0.634658 0.858769 1.08945 0.730921 0.661368 0.632423 0.918175 1.12499 0.635396 0.687944 1.28403 0.579107 0.539534 0.45848
threshold=-0.53082999999999991 -0.40775499999999992 0.078705000000000011 0.077600000000000016 0.080455000000000013 -0.46639999999999993 0.10523 0.097700000000000023 -0.082554999999999976 0.10184000000000001 -0.079874999999999988 -0.0073749999999999987 0.092835000000000015 -0.032929999999999994 0.098500000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 5 3 6 -4 -2 9 8 -8 10 11 -3 -12 -10 -1
right_child=1 2 4 -5 -6 -7 7 -9 13 -11 12 -13 -14 -15 -16
leaf_value=0.0055168621646013542 0.00090149814633364044 -0.0055637168634609649 0.00030771480158196747 0.0062152413861766235 -0.0053387106955429591 0.0070264820528430005 -0.0056463927616543542 0.0030964545471843298 0.0034336959212467335 -0.0018398261565716839 0.0020921124740309978 0.00092753844290528287 -0.0016881649094333318 -0.00082120415472255082 0.0016167683606187044
leaf_weight=85 52 52 88 63 57 55 67 101 54 90 1360 402 64 271 99
leaf_count=85 52 52 88 63 57 55 67 101 54 90 1360 402 64 271 99
internal_value=0 0.00111693 0.000999036 0.00116627 -0.00190905 0.00405373 0.00103685 -0.000207461 -0.00105978 0.00134877 0.0015018 0.000183133 0.00192192 -0.000112959 0.0034207
internal_weight=0 2776 2669 2524 145 107 2461 493 392 1968 1878 454 1424 325 184
internal_count=2960 2776 2669 2524 145 107 2461 493 392 1968 1878 454 1424 325 184
is_linear=0
shrinkage=0.0388727


Tree=2973
num_leaves=11
num_cat=0
split_feature=121 40 376 9 39 1447 1447 13 133 455
split_gain=0.969269 1.11178 0.863358 1.07978 0.880756 0.719793 0.98445 0.669028 1.61442 0.789394
threshold=-1.0000000180025095e-35 0.0073350000000000004 0.088135000000000005 -1.0000000180025095e-35 0.095210000000000017 -0.084999999999999978 -0.086819999999999994 -0.088654999999999998 -0.062749999999999986 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 8 -7 -9
right_child=1 -3 -4 4 -6 7 -8 9 -10 -11
leaf_value=0.0060587706711565893 -0.003736325020807188 -0.00420074737383524 0.006146125303507775 0.0010745679385862638 0.0058289345281169131 0.0026572867030757296 -0.0059627846060612364 0.0013143348584309003 -0.0022595223653257106 0.0058234963482666812
leaf_weight=60 74 64 52 74 61 177 54 2023 258 63
leaf_count=60 74 64 52 74 61 177 54 2023 258 63
internal_value=0 0.000965842 0.00108259 0.000987856 0.00111701 0.00100835 -0.00189101 0.00115573 -0.000257917 0.00145072
internal_weight=0 2900 2836 2784 2710 2649 128 2521 435 2086
internal_count=2960 2900 2836 2784 2710 2649 128 2521 435 2086
is_linear=0
shrinkage=0.0396502


Tree=2974
num_leaves=14
num_cat=0
split_feature=121 151 151 1447 3 4 13 13 3 15 1454 1 1
split_gain=0.670396 0.577273 1.102 0.658157 1.3856 0.722962 1.42193 1.01335 1.13036 0.730238 0.71232 0.570927 0.463217
threshold=-1.0000000180025095e-35 0.11265500000000002 0.053170000000000002 -0.085574999999999984 -0.083504999999999982 -0.0088849999999999988 0.11238500000000001 -0.0040999999999999986 -0.092319999999999985 -0.040504999999999992 0.077140000000000014 0.11189500000000001 0.10471000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 10 7 8 -7 -9 11 12 -5
right_child=1 -3 -4 5 -6 6 -8 9 -10 -11 -12 -13 -14
leaf_value=0.0054545287717634051 -0.0072550712943803362 0.0053091119676404184 -0.0039966492320853367 0.0014729673768342976 0.0021448995676863745 -0.0063360584018648091 -0.0065035343947451021 0.0017032164312184076 0.0002225603727411855 0.0072478494283173683 0.0061362333916004123 0.0051020990206642929 -0.0018472347220083599
leaf_weight=60 54 53 86 1347 62 52 55 216 699 55 63 76 82
leaf_count=60 54 53 86 1347 62 52 55 216 699 55 63 76 82
internal_value=0 0.000869545 0.000786737 0.000935896 -0.002227 0.00107478 0.000218131 0.000580312 -0.000230955 0.0028302 0.00166289 0.00147533 0.00128212
internal_weight=0 2900 2847 2761 116 2645 1077 1022 751 271 1568 1505 1429
internal_count=2960 2900 2847 2761 116 2645 1077 1022 751 271 1568 1505 1429
is_linear=0
shrinkage=0.0429186


Tree=2975
num_leaves=24
num_cat=0
split_feature=1 1 12 14 41 124 16 1 12 43 12 16 16 0 12 402 1 1455 1 16 16 12 1
split_gain=50.794 10.6236 11.2207 5.10749 3.93926 2.91943 2.25272 2.36393 1.94151 1.81117 1.82686 2.06723 1.50164 1.29846 1.1858 1.14226 0.870386 0.60308 0.536971 0.490613 1.16557 0.409792 0.393438
threshold=0.10123500000000001 0.12448500000000001 0.085075000000000026 0.073890000000000011 0.077300000000000021 -0.080429999999999988 0.0044600000000000013 0.10726500000000001 0.095815000000000011 -0.064539999999999986 -0.087384999999999977 -0.067169999999999994 0.054560000000000004 -0.22984499999999997 0.093740000000000004 0.11367500000000001 0.11366000000000001 0.083055000000000018 0.13954000000000003 -0.097179999999999975 -0.076439999999999994 0.10119000000000002 0.11561500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 5 -1 7 -2 13 18 -11 -12 19 -7 -4 17 -9 -15 -3 -10 -21 -14 -16
right_child=1 9 14 -5 -6 8 -8 16 12 10 11 -13 21 15 22 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0017357705233500874 0.00070214910135251124 0.0008899374320513844 0.0027090173714213067 0.0031184957374849548 0.0016175440007024432 0.001991736132171823 0.0018980639406134957 0.0016461768404643431 0.0020961183579707868 0.0016793002205935429 0.00059131772980349992 0.0013860728199908397 0.0021308251194128037 0.0024837340072795559 0.0022875566292860222 0.0028735126931278528 0.0011522900324126212 0.002225050887040904 0.00044731076476915965 0.0027069984645740285 0.0022532326586262234 0.001762469005706959 0.0019509056300530266
leaf_weight=63 67 55 53 93 65 54 54 74 62 52 64 63 57 1341 95 71 66 96 52 85 160 64 55
leaf_count=63 67 55 53 93 65 54 54 74 62 52 64 63 57 1341 95 71 66 96 52 85 160 64 55
internal_value=0 0.00146755 0.0017582 0.00240415 0.00237277 0.00239666 0.00133145 0.00118347 0.00241757 0.000995909 0.00118747 0.000985828 0.00223121 0.00246861 0.00230671 0.00248566 0.00141358 0.00246648 0.000675139 0.00234735 0.0024108 0.00193627 0.00216434
internal_weight=0 750 464 2211 2118 2053 261 207 1990 286 179 127 428 1562 203 1508 140 1437 107 307 245 121 150
internal_count=2961 750 464 2211 2118 2053 261 207 1990 286 179 127 428 1562 203 1508 140 1437 107 307 245 121 150
is_linear=0
shrinkage=0.00310948


Tree=2976
num_leaves=23
num_cat=0
split_feature=4 2 12 51 15 50 0 12 0 2 2 0 4 50 51 50 4 0 1456 52 0 1456
split_gain=23.2456 12.913 4.90624 3.58214 3.21238 3.2166 3.15224 2.00841 2.45418 1.96281 6.47986 2.56717 1.9365 1.14023 1.10604 1.41507 0.961288 0.95225 0.947777 1.06859 0.230071 0.112444
threshold=0.31392000000000003 0.14253500000000002 -1.0000000180025095e-35 0.078960000000000016 0.083865000000000009 0.077920000000000003 -0.14920999999999998 0.099170000000000022 -0.105195 0.094985000000000014 -0.0098549999999999974 -0.12851999999999997 0.0051950000000000008 0.11669000000000002 -0.020969999999999996 -0.13887999999999998 0.51326500000000019 -0.10462499999999998 0.085065000000000016 0.11087000000000001 -0.17862999999999998 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
left_child=1 2 9 6 5 -5 -4 8 20 10 -1 -11 18 -7 15 -14 -10 -16 19 -8 -2 -20
right_child=7 -3 3 4 -6 13 12 -9 16 11 -12 -13 14 -15 17 -17 -18 -19 21 -21 -22 -23
leaf_value=0.00087143647321987806 0.0010581083601702715 0.0005082615438741601 0.0023221733441745377 0.00079560466822308938 0.0018718127081433897 0.0017664097154168634 0.0017855689397539348 0.0002286146443966265 0.00082510535001443976 0.0005283836189472886 0.0022518709615481267 0.0014008230206623493 0.0015882579982373459 0.0012083697434470259 0.0019253315989737842 0.00089632520835564232 0.00032467066661191247 0.001493282629912765 0.0021614517182914606 0.0015445946260881928 0.0013317705501012399 0.0019485251709214068
leaf_weight=67 64 94 87 98 100 77 1241 57 77 60 60 66 59 62 73 52 67 140 52 201 55 52
leaf_count=67 64 94 87 98 100 77 1241 57 77 60 60 66 59 62 73 52 67 140 52 201 55 52
internal_value=0 0.00161836 0.00165932 0.00170379 0.001413 0.00121927 0.00175385 0.000748167 0.000860646 0.00125594 0.00152387 0.000985634 0.00172739 0.00151773 0.00151242 0.0012644 0.00059249 0.00164151 0.00177243 0.001752 0.00118486 0.0020553
internal_weight=0 2641 2547 2294 337 237 1957 320 263 253 127 126 1870 139 324 111 144 213 1546 1442 119 104
internal_count=2961 2641 2547 2294 337 237 1957 320 263 253 127 126 1870 139 324 111 144 213 1546 1442 119 104
is_linear=0
shrinkage=0.0030485


Tree=2977
num_leaves=11
num_cat=0
split_feature=12 13 13 402 13 12 51 43 0 16
split_gain=1.39607 1.21854 1.08684 0.807263 0.82381 0.822497 0.677723 1.81191 1.03737 0.266406
threshold=-0.14750499999999997 -0.17030499999999998 -0.11760499999999999 0.13027000000000002 0.27020000000000005 -0.095319999999999988 0.078960000000000016 -0.083804999999999977 -0.18240499999999996 -0.081904999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 9 -3 4 5 -4 8 -8 -7 -2
right_child=1 2 3 -5 -6 6 7 -9 -10 -11
leaf_value=0.0063973696959955138 -0.0042026275314087768 0.0057047424871566263 -0.0035148219825251919 0.0054208482093575303 0.0055845651711145666 0.005565548292087723 -0.0068174491273662076 0.00085177131303374766 0.0013154420285132785 -0.00060160767395972536
leaf_weight=81 61 86 54 69 62 87 53 287 2062 59
leaf_count=81 61 86 54 69 62 87 53 287 2062 59
internal_value=0 0.00132271 0.00148626 0.00135044 0.00124247 0.00113644 0.00123752 -0.000342528 0.00148769 -0.00243552
internal_weight=0 2880 2760 2674 2605 2543 2489 340 2149 120
internal_count=2961 2880 2760 2674 2605 2543 2489 340 2149 120
is_linear=0
shrinkage=0.0381105


Tree=2978
num_leaves=17
num_cat=0
split_feature=48 0 1453 0 0 0 49 1 48 42 160 48 1447 159 13 43
split_gain=0.857747 1.49822 0.938869 1.00737 1.25001 0.852932 0.966359 0.848864 0.828212 0.811385 0.707042 0.605827 0.661597 0.595553 0.871727 0.506032
threshold=0.087695000000000009 -0.14920999999999998 -0.064559999999999992 -0.12851999999999997 -0.10998999999999999 -0.17862999999999998 -0.082494999999999985 0.096315000000000026 0.11714000000000001 -0.0070449999999999992 -0.010599999999999998 0.083540000000000017 -0.085754999999999984 0.014225000000000003 -0.085234999999999991 -0.23933499999999996
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 -2 -7 10 9 -8 -1 12 -6 14 -11 -14
right_child=5 2 3 4 11 6 8 -9 -10 13 -12 -13 15 -15 -16 -17
leaf_value=0.0043914100175218677 -0.0044654735276979506 -0.0029275057413694905 -0.0028839191586569712 0.0068698589111421647 0.0053453782938452871 -0.0038200121509508779 0.0045353756156883557 0.0019280062368339439 0.0053189442830445686 0.0010655119472681705 0.011253844663688064 0.0057120568547763028 0.0040216060676855772 0.0026093415086838388 -0.0060078116487008136 0.001068307685429704
leaf_weight=55 74 87 88 80 72 75 59 77 76 57 52 59 109 52 67 1822
leaf_count=55 74 87 88 80 72 75 59 77 76 57 52 59 109 52 67 1822
internal_value=0 0.00164943 0.00135896 0.00152639 0.00170779 -0.000326791 0.000465471 0.0053048 0.00150039 0.000263544 0.00773062 0.00150729 0.00138321 -0.00116594 -0.00275274 0.00123525
internal_weight=0 2501 2317 2230 2142 460 386 184 311 235 107 2062 2003 176 124 1931
internal_count=2961 2501 2317 2230 2142 460 386 184 311 235 107 2062 2003 176 124 1931
is_linear=0
shrinkage=0.0420771


Tree=2979
num_leaves=12
num_cat=0
split_feature=1210 0 0 43 4 49 151 52 483 160 4
split_gain=0.656514 0.586381 0.731379 2.51705 0.700629 0.456581 0.7656 0.741111 0.697352 0.882235 0.142559
threshold=-0.081959999999999991 0.15312500000000004 0.032970000000000006 -0.0088649999999999996 -0.17568999999999999 0.11530000000000001 -0.092609999999999984 -0.023079999999999996 -0.17195499999999997 0.10811500000000002 -0.50393499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -6 -7 -8 -10 -5
right_child=1 -3 3 10 5 7 8 -9 9 -11 -12
leaf_value=0.0049944028107810103 0.0066901486262184503 0.0059712954638200073 -0.0097626827716395179 0.0037133897874335334 0.005305497565043781 0.0018959665415134021 0.0056839681025017937 -0.0041169398612447769 0.0011737689225480223 -0.0035660857022114197 0.00059469062092427471
leaf_weight=102 52 55 61 52 103 91 73 93 2096 92 91
leaf_count=102 52 55 61 52 103 91 73 93 2096 92 91
internal_value=0 0.00112389 0.00102863 -0.00170245 0.00124311 0.00113175 0.00130882 -0.00114042 0.00112652 0.000974239 0.0017323
internal_weight=0 2859 2804 204 2600 2548 2364 184 2261 2188 143
internal_count=2961 2859 2804 204 2600 2548 2364 184 2261 2188 143
is_linear=0
shrinkage=0.0473856


Tree=2980
num_leaves=33
num_cat=0
split_feature=1 3 2 3 1 2 11 47 49 49 39 2 1 49 4 3 4 2 3 1 16 481 15 4 43 475 4 43 16 16 15 43
split_gain=62.0263 15.173 5.68404 4.85772 4.73381 4.35716 3.34852 2.8337 2.77647 2.68742 2.34172 2.18631 1.63603 1.36631 1.26386 1.59709 1.02558 0.993415 0.949567 0.892602 0.719769 0.688558 0.669513 0.637956 1.04453 0.615705 0.601172 0.515017 0.35251 0.278516 0.211667 0.209696
threshold=0.10540500000000001 -0.063264999999999988 0.097005000000000022 0.3148450000000001 0.089625000000000024 0.10573500000000001 1.0000000180025095e-35 0.10070000000000003 -0.014479999999999998 -0.013914999999999999 0.089030000000000012 0.12750000000000003 0.11597500000000001 -0.058504999999999995 -0.082199999999999981 0.081495000000000012 -0.079524999999999985 0.084095000000000017 -0.13827999999999999 0.092395000000000019 -0.044939999999999987 -0.048929999999999994 0.08759500000000002 -0.071659999999999988 -0.078734999999999986 -0.084144999999999984 -0.08508499999999998 -0.033049999999999989 -0.080419999999999978 -0.024304999999999997 -0.42075999999999997 -0.092609999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 7 6 12 14 10 -6 -4 13 18 -2 -3 17 21 -10 28 -11 -18 -21 29 26 -20 31 -23 -19 -26 -1 -16 -12 -25
right_child=1 3 9 -5 8 -7 -8 -9 16 11 30 -13 -14 -15 15 -17 19 22 23 20 -22 25 -24 24 27 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.0028443364096118642 0.0028283875081133213 0.0017117931961635443 0.0016607447720702261 0.00037883985078972183 0.0016071392586067173 0.0015430395451315657 0.0032559267931793734 0.0017938176245977145 0.0020080353624746415 0.0027370394106213244 0.00057606869963270073 0.0016901709445771944 0.0021080974554976545 0.0010926417047200539 0.0026576196649499314 0.002028332279585088 0.002747035920338209 0.0026357576572182137 0.0020355323514035066 0.0025134554215119451 0.0021008457657880142 0.002790706293165717 0.0023877392539003962 0.00276578748714505 0.0020114410814126272 0.0025139448114936823 0.0030318289340838093 0.002350701309357646 0.0031778327585122649 0.0029743931723369907 0.00085206971315156157 0.0024775513298275625
leaf_weight=79 55 54 75 87 55 96 84 64 62 59 54 52 70 97 60 54 74 137 69 96 74 91 71 53 67 657 53 133 55 55 56 53
leaf_count=79 55 54 75 87 55 96 84 64 62 59 54 52 70 97 60 54 74 137 69 96 74 91 71 53 67 657 53 133 55 55 56 53
internal_value=0 0.00138473 0.00248312 0.00103198 0.00257024 0.0020422 0.00265245 0.00120672 0.00225224 0.0022102 0.00106263 0.00229492 0.00242529 0.00131428 0.00261379 0.00254998 0.00236808 0.00276185 0.0023673 0.00245943 0.00233404 0.00258258 0.00264897 0.00230904 0.00237061 0.00254766 0.00274642 0.00223722 0.00298147 0.00280941 0.00071688 0.00262198
internal_weight=0 633 2318 412 1757 221 1396 325 361 561 261 486 125 151 1312 917 306 395 434 244 170 863 261 375 306 748 190 200 134 115 110 106
internal_count=2951 633 2318 412 1757 221 1396 325 361 561 261 486 125 151 1312 917 306 395 434 244 170 863 261 375 306 748 190 200 134 115 110 106
is_linear=0
shrinkage=0.00310948


Tree=2981
num_leaves=29
num_cat=0
split_feature=1 2 1 49 150 11 376 16 2 2 2 1 2 1 50 1 2 50 474 160 16 2 16 402 16 160 49 2
split_gain=68.8284 16.7969 9.20924 3.87401 3.60633 4.96792 3.11494 2.89507 2.81396 4.69618 2.47964 1.69486 1.62907 1.16793 0.834932 0.797514 0.775697 1.25033 1.2115 0.699839 0.942535 0.626595 0.519945 0.409656 0.386145 0.227715 0.114821 0.0875637
threshold=0.12288500000000001 0.10100500000000003 0.10661000000000002 -0.042254999999999994 0.085845000000000019 1.0000000180025095e-35 0.048375000000000008 -0.08267999999999999 0.14253500000000002 -1.0000000180025095e-35 0.12750000000000003 0.082135000000000014 0.12551500000000002 0.089245000000000005 0.089430000000000023 0.091845000000000024 0.084095000000000017 0.090195000000000011 0.089165000000000008 -0.080499999999999974 0.15737500000000001 0.17553000000000005 -0.064909999999999982 -0.044164999999999989 -0.0090799999999999995 -0.075199999999999975 0.095920000000000019 0.12026500000000001
decision_type=2 2 2 2 2 2 2 2 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 13 -6 9 -2 19 -7 -11 16 15 -15 17 -1 -18 -5 22 -10 -21 -16 27 -9 -22 -4
right_child=8 2 24 10 7 11 -8 25 21 12 -12 -13 -14 14 23 -17 18 -19 -20 20 26 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0024523685670772206 9.7911564052754446e-05 0.0010966926493073739 0.00094884476161599999 0.0023185658793853309 0.0011274259629826787 0.0024000532457238645 0.0014359373875925214 0.001843251701179795 0.00029657008189322898 0.0014809552417277849 0.0012841632046065689 0.0031517851098083784 0.00072319663055201333 0.0015629520493711637 0.0019743687581586775 0.0019906195248875114 0.002136878336176787 0.0019303389689037558 0.0026050436671422161 0.0019053824024870402 0.0021735838077059496 -0.00015527209819080071 0.0015161265536554271 0.0022954149940871368 0.0011754219117875711 0.0021330127709104601 0.0019872622827758766 0.00077525568016697296
leaf_weight=216 75 64 65 55 55 54 58 53 57 52 52 59 54 53 60 185 957 54 55 85 97 57 53 106 60 54 54 52
leaf_count=216 75 64 65 55 55 54 58 53 57 52 52 59 54 53 60 185 957 54 55 85 97 57 53 106 60 54 54 52
internal_value=0 0.00199813 0.00156633 0.00179379 0.00213435 0.00217246 0.00213225 0.00169721 0.000445847 0.000682159 0.00190637 0.00279284 0.00109523 0.00215618 0.00201231 0.00189552 0.0022015 0.00234808 0.00216235 0.00200033 0.00193965 7.03635e-05 0.00175612 0.00217957 0.00097502 0.00198979 0.00210717 0.000871972
internal_weight=0 2656 637 460 2019 1857 1744 162 295 181 396 113 106 1686 404 238 1282 270 1012 344 289 114 138 166 177 107 151 117
internal_count=2951 2656 637 460 2019 1857 1744 162 295 181 396 113 106 1686 404 238 1282 270 1012 344 289 114 138 166 177 107 151 117
is_linear=0
shrinkage=0.0030485


Tree=2982
num_leaves=26
num_cat=0
split_feature=1 1 0 40 13 0 123 0 47 0 457 42 51 131 0 158 1 0 0 155 52 13 13 0 158
split_gain=46.7144 10.9475 9.59249 3.74986 4.22084 2.51697 2.37674 2.06556 1.97245 1.45642 1.43311 1.33666 1.4085 1.04425 1.02027 0.943232 1.07081 2.79019 1.25068 0.785657 1.37177 0.512735 0.39184 0.387511 0.30113
threshold=0.118385 0.092845000000000025 -0.13165999999999997 -0.034699999999999988 -0.086944999999999981 0.098975000000000021 0.080635000000000012 -0.060094999999999989 0.08593000000000002 -0.077574999999999991 0.069705000000000003 0.11382000000000002 0.11024000000000002 0.086070000000000021 -0.17127999999999996 0.085110000000000005 0.085720000000000005 -0.099704999999999974 -0.14755499999999996 0.11332500000000002 -0.014264999999999998 -0.052719999999999996 -0.065239999999999979 -0.082914999999999975 0.10312500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 10 7 -5 11 9 -2 -6 13 14 12 15 -4 -3 16 18 -18 -1 20 -11 -13 -22 24 -17
right_child=3 2 6 4 8 -7 -8 -9 -10 19 -12 21 -14 -15 -16 23 17 -19 -20 -21 22 -23 -24 -25 -26
leaf_value=0.0031743392566716631 0.00039551590205692431 0.0019811159338728153 0.0030811937875420089 0.00093061714107243933 0.0015197155609097271 0.0019934725559732579 0.0017853095470584722 0.0012510861245381775 0.002311810634561371 0.0018440103296973585 0.00098596575834684506 0.0025369243568849308 0.0022780130363274707 0.0024432551564515514 0.0013386142736781265 0.0032131992714103629 0.0018483707272313105 0.0026482497670129992 0.0026784981418095637 0.0026258013005210621 0.0026262110246040231 0.0021108652778368941 0.0022415403398636986 0.0026957265091189001 0.002871458162884772
leaf_weight=59 70 52 60 93 87 68 66 55 57 69 54 60 98 54 57 54 61 220 1169 72 59 67 61 62 67
leaf_count=59 70 52 60 93 87 68 66 55 57 69 54 60 98 54 57 54 61 220 1169 72 59 67 61 62 67
internal_value=0 0.00250103 0.00211174 0.00123528 0.00147935 0.00261947 0.00236468 0.000772249 0.0018335 0.00246656 0.00142719 0.00264166 0.002665 0.00277932 0.00164545 0.00268739 0.00265999 0.00247474 0.00270235 0.00232981 0.00221687 0.00231243 0.00243096 0.00291315 0.00302426
internal_weight=0 2589 604 362 237 1985 441 125 144 375 163 1917 1790 114 109 1692 1509 281 1228 261 189 127 120 183 121
internal_count=2951 2589 604 362 237 1985 441 125 144 375 163 1917 1790 114 109 1692 1509 281 1228 261 189 127 120 183 121
is_linear=0
shrinkage=0.0032998


Tree=2983
num_leaves=16
num_cat=0
split_feature=2 14 30 3 43 3 0 1 4 0 43 43 160 3 3
split_gain=1.68406 1.61114 1.22247 0.877604 0.820885 0.756785 0.668607 1.97731 1.27502 0.997458 1.39377 0.622806 0.664089 0.929508 0.556211
threshold=0.12026500000000001 -0.10523499999999998 0.086535000000000015 0.10402500000000002 -0.50360999999999989 0.14029000000000003 -0.13843999999999998 0.099960000000000007 0.0019650000000000002 -0.10185499999999999 -0.010894999999999998 -0.076024999999999995 -0.066074999999999981 0.143375 -0.081134999999999985
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 7 8 -6 10 -8 -2 -13 -14 -11
right_child=11 2 -4 5 6 -7 9 -9 -10 14 -12 12 13 -15 -16
leaf_value=0.0099776511404513074 -0.0036971156817365144 -0.0020794545001081768 -0.0039513459940228772 -0.0037453257925872609 -1.2693350822690087e-05 0.002742982728743374 0.0022483915977130698 -0.0066682861511784663 0.0080381726603189884 0.0036432930837454703 0.01165717886718892 -0.0035233892276056583 0.0046711122556800013 -0.002065194966281565 0.0021136964757192465
leaf_weight=59 98 65 57 77 101 67 61 55 64 1136 65 59 102 68 817
leaf_count=59 98 65 57 77 101 67 61 55 64 1136 65 59 102 68 817
internal_value=0 0.00267954 0.00251148 0.00265855 0.00286474 -0.00072315 0.00300474 0.000661145 0.00310718 0.00325251 0.00710591 -0.000717596 0.000555401 0.00197379 0.00300366
internal_weight=0 2624 2565 2508 2364 144 2299 220 165 2079 126 327 229 170 1953
internal_count=2951 2624 2565 2508 2364 144 2299 220 165 2079 126 327 229 170 1953
is_linear=0
shrinkage=0.0446525


Tree=2984
num_leaves=31
num_cat=0
split_feature=1 3 2 12 1 1 3 12 1 2 43 4 2 43 12 42 2 2 43 475 43 160 3 1 2 1 4 13 43 2
split_gain=45.4695 10.5227 5.90828 5.55505 3.30257 3.19615 2.60292 2.40249 3.8801 2.24597 2.43392 2.17493 2.05027 1.84327 1.70144 1.21852 1.16329 1.13541 1.07873 1.16738 0.877632 0.868835 0.818332 0.639414 0.585357 0.501883 0.383268 0.233785 0.385755 0.0904362
threshold=0.10749500000000002 -0.063264999999999988 0.11426500000000002 0.056995000000000011 0.15028500000000003 0.087545000000000026 -0.012814999999999998 0.088055000000000008 0.088735000000000022 0.14132000000000003 -0.049364999999999992 0.0072100000000000003 0.090835000000000013 -0.072829999999999992 0.11755500000000001 -0.079234999999999986 0.097300000000000011 0.11203000000000002 -0.11214499999999998 -0.082539999999999988 0.037915000000000011 -0.090189999999999979 -0.084144999999999984 0.096770000000000009 0.084095000000000017 0.096630000000000008 -0.021669999999999998 0.0051600000000000005 -0.13800999999999999 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 2 2 2 2 2
left_child=3 2 13 5 9 16 -7 8 12 10 -3 25 20 -2 15 27 26 -12 -17 -20 21 22 -5 -21 -23 -8 -1 29 -29 -9
right_child=1 4 -4 7 -6 6 11 14 -10 -11 17 -13 -14 -15 -16 18 -18 -19 19 23 -22 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0024355794202179908 0.0017485908175841926 0.00067584033101577526 0.0009438652347161558 0.0027296829653298172 0.00012764285840389817 0.00090354034412617871 0.0020819342402025138 0.0024758450067674607 0.0014437832115529277 0.00042677742961565992 0.0016635532998103271 0.0011938871283441181 0.002824842525538899 0.0025329613791700623 0.0015876524517309453 0.001579659972383947 0.0017179236923166197 0.0010944535412669232 0.0024530141256552773 0.00197719986665916 0.0026412373969001302 0.0023353026566933508 0.0021918320979589572 0.0022807177579860401 0.0020954971719571668 0.0016746362225364482 0.002063613899060989 0.0023402666199765789 0.0019659065331918742 0.0022848242930210484
leaf_weight=52 65 101 67 59 63 56 71 52 53 73 54 62 70 53 78 53 68 93 62 700 55 145 53 76 332 52 60 59 52 62
leaf_count=52 65 101 67 59 63 56 71 52 53 73 54 62 70 53 78 53 68 93 62 700 55 145 53 76 332 52 60 59 52 62
internal_value=0 0.00107285 0.00168222 0.00205136 0.00077918 0.00172685 0.00149219 0.00212101 0.0022572 0.000906948 0.00104815 0.00167019 0.00231753 0.00210117 0.00203349 0.00206463 0.00204085 0.00130374 0.00201266 0.00204001 0.00226233 0.0022269 0.00247546 0.00200697 0.00216846 0.00191001 0.00223661 0.00227025 0.00216519 0.00237225
internal_weight=0 569 185 2382 384 421 241 1961 767 321 248 185 714 118 1194 1116 180 147 891 838 644 589 112 776 477 123 112 225 111 114
internal_count=2951 569 185 2382 384 421 241 1961 767 321 248 185 714 118 1194 1116 180 147 891 838 644 589 112 776 477 123 112 225 111 114
is_linear=0
shrinkage=0.00310948


Tree=2985
num_leaves=25
num_cat=0
split_feature=3 2 2 15 2 14 10 2 51 13 2 3 15 43 3 481 2 15 3 15 43 1213 52 2
split_gain=66.7844 18.9351 17.3811 9.24819 7.78644 7.16244 4.04966 3.34221 2.10465 1.97079 1.92537 2.71054 1.72442 3.36829 1.91967 1.54024 1.24239 1.18192 1.15578 0.939491 0.925604 0.721956 0.675014 1.31128
threshold=-0.063264999999999988 0.10859000000000001 -1.0000000180025095e-35 -0.24511999999999998 0.17553000000000005 0.073890000000000011 -0.010699999999999999 0.12068000000000001 -0.092389999999999986 -0.055229999999999994 0.092935000000000004 0.088880000000000015 0.039965000000000007 -0.15326499999999996 -0.09738999999999999 -0.048929999999999994 0.12681500000000004 0.087670000000000012 -0.15327499999999997 0.085775000000000004 -0.00080499999999999983 -0.086844999999999992 1.0000000180025095e-35 0.12198500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 9 7 -2 12 -4 16 11 -10 13 -5 -14 -15 -3 19 -17 -16 -12 -19 23 -11
right_child=1 4 8 5 -6 -7 -8 -9 10 22 20 -13 14 15 17 18 -18 21 -20 -21 -22 -23 -24 -25
leaf_value=0.0021038908702251313 0.0025340416366532665 0.0021137584929651135 0.0035223657103443913 0.0026323136076874419 0.0008090881616678304 0.0043624114532967179 0.0014805675152414885 0.0026442574842990316 0.0036110248074276087 0.001790756824928876 0.0023986437860321116 0.0027188061341754661 0.0039341053126969935 0.0037197583672597726 0.0034708548301706859 0.0029812614020639293 0.0015287377372912813 0.0036222033265273334 0.0033425690489888682 0.0038435383218723782 0.0029149296570279474 0.0033010831218278631 0.0025402096817984314 0.0024606308556465624
leaf_weight=53 53 56 85 67 59 69 95 59 76 57 53 55 80 92 197 95 87 79 720 96 87 449 52 53
leaf_count=53 53 56 85 67 59 69 95 59 76 57 53 55 80 92 197 95 87 79 720 96 87 449 52 53
internal_value=0 0.00235384 0.00273661 0.00336242 0.00182376 0.00339571 0.00185805 0.0033612 0.00310177 0.00201993 0.00296973 0.00323668 0.00338374 0.0032942 0.00348051 0.00334306 0.00175806 0.00343627 0.00330049 0.00359307 0.00271971 0.00334919 0.00225088 0.00211381
internal_weight=0 868 504 2056 364 2003 148 1934 356 305 271 131 1875 974 901 907 143 821 815 293 140 528 162 110
internal_count=2924 868 504 2056 364 2003 148 1934 356 305 271 131 1875 974 901 907 143 821 815 293 140 528 162 110
is_linear=0
shrinkage=0.0030485


Tree=2986
num_leaves=17
num_cat=0
split_feature=3 14 3 151 41 42 150 39 150 4 4 4 1420 1212 129 403
split_gain=1.74291 1.6039 0.925304 0.861177 1.00701 0.636939 0.712632 0.805327 0.720867 0.85762 1.76645 0.741242 0.614111 0.544642 0.64627 0.653083
threshold=-0.06533499999999999 0.05884000000000001 0.35004500000000011 0.084350000000000008 0.077915000000000012 0.11697 -1.0000000180025095e-35 0.10519000000000002 0.08486500000000001 0.31392000000000003 -0.011209999999999999 0.0067750000000000006 -0.047649999999999991 -0.43717999999999996 -1.0000000180025095e-35 0.028520000000000004
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 -2 8 9 10 -8 -10 -1 -14 -15 -16
right_child=2 -3 -4 -5 -6 -7 7 -9 11 -11 -12 -13 13 14 15 -17
leaf_value=0.0066811260147849275 -0.0020001770539566136 0.0091811253318288561 -0.0030583897645133466 0.0080658195156983123 -0.0016300622964887706 -0.0019980484470186006 0.0010636778806507655 0.0070049457462744002 0.0020349664880068693 -0.0008992332023398616 0.0066223098868983168 -0.0037139846392590507 -0.0011084031498279252 -0.0013024085612272488 0.0029177378523397896 0.0053210896412538705
leaf_weight=76 69 73 78 55 76 75 213 55 81 89 167 67 52 53 1432 213
leaf_count=76 69 73 78 55 76 75 213 55 81 89 167 67 52 53 1432 213
internal_value=0 0.00329216 0.00114814 0.00307227 0.00292764 0.00155077 0.00191054 0.00231273 0.00189376 0.00267048 0.00350769 -0.000564682 0.00311758 0.00296257 0.00308749 0.00322919
internal_weight=0 2030 894 1957 1902 816 741 672 617 469 380 148 1826 1750 1698 1645
internal_count=2924 2030 894 1957 1902 816 741 672 617 469 380 148 1826 1750 1698 1645
is_linear=0
shrinkage=0.0404432


Tree=2987
num_leaves=22
num_cat=0
split_feature=1 1 52 14 52 40 457 10 150 43 1 42 47 1 48 48 1444 43 1 43 1
split_gain=72.6759 12.8056 6.4756 5.27411 4.3704 3.95357 3.07246 2.32156 1.97321 2.03427 1.8542 1.71465 1.67636 1.44912 0.939605 0.852437 1.79217 0.959863 0.684031 0.558787 0.0482881
threshold=0.10398500000000001 0.12448500000000001 -0.51745999999999992 0.056865000000000006 0.12484500000000003 -0.012844999999999997 0.079930000000000015 -0.088499999999999981 0.08926000000000002 -0.077224999999999988 0.092845000000000025 0.12276500000000001 0.11414000000000001 0.11179000000000001 -0.081134999999999999 0.091125000000000025 -0.044864999999999995 -0.079244999999999982 0.11584000000000001 -0.074359999999999996 0.13857500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 6 10 13 -3 11 -10 -1 14 19 -4 -7 16 -16 -17 -15 -9 -21
right_child=1 7 4 -5 -6 8 -8 12 9 -11 -12 -13 -14 18 15 17 -18 -19 -20 20 -22
leaf_value=0.0020725817745574477 0.0024862290819309837 0.00014499773503184895 0.0010492618677556003 0.0030282911891863348 0.0021386835798394479 0.001973560909930052 0.00056638208681379924 0.00043554062539889879 0.002245317649263283 0.0014922579504597787 0.0013227031447358736 0.0018099566887793835 0.0013019689523590982 0.0018037534534188157 0.0029298887584658139 0.001907844682148784 0.0023633071721277962 0.0023637273060265582 0.0013794228825686882 0.00073404184859010124 0.00086131601179114639
leaf_weight=69 55 55 79 87 56 59 52 54 85 52 52 55 52 59 52 77 1579 92 83 55 65
leaf_count=69 55 55 79 87 56 59 52 54 85 52 52 55 52 59 52 77 1579 92 83 55 65
internal_value=0 0.00118141 0.00153626 0.00230562 0.00137736 0.00227666 0.00122107 0.000696377 0.00230768 0.00195972 0.00175058 0.00233257 0.000830421 0.00137497 0.00234801 0.00236027 0.00238139 0.00215621 0.00155595 0.000689315 0.000803248
internal_weight=0 665 384 2259 329 2172 273 281 2051 137 121 1914 226 221 1859 1800 1631 169 142 174 120
internal_count=2924 665 384 2259 329 2172 273 281 2051 137 121 1914 226 221 1859 1800 1631 169 142 174 120
is_linear=0
shrinkage=0.00298873


Tree=2988
num_leaves=27
num_cat=0
split_feature=1 155 14 1 457 40 0 0 0 13 13 4 4 51 51 16 4 42 401 0 16 1 4 52 16 4
split_gain=43.498 7.8823 5.4135 4.81637 3.52453 3.15064 1.92214 2.07092 1.72875 1.70187 1.57918 2.37363 1.68022 1.96195 2.04214 1.52499 1.19355 1.23381 1.17742 0.957336 0.870083 0.850867 0.774979 0.896898 0.509615 0.205181
threshold=0.10398500000000001 0.089885000000000007 0.056865000000000006 0.12448500000000001 0.041935000000000007 -0.079539999999999986 -0.14259999999999998 -0.062109999999999992 -0.024974999999999997 -0.05171499999999999 -0.00080499999999999983 -0.111135 -0.029404999999999997 0.08845500000000002 -0.033649999999999992 -0.090174999999999991 0.032770000000000001 -0.088814999999999991 0.080265000000000017 -0.085349999999999995 -0.43279999999999996 0.11417500000000001 -0.086179999999999993 0.023800000000000005 -0.13895999999999997 0.24099500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 6 -1 -2 21 9 20 11 -7 18 14 -14 -16 17 -13 22 -19 -5 -8 23 -12 25 -18
right_child=1 -3 -4 8 -6 10 7 -9 -10 -11 12 16 13 -15 15 -17 24 19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0014576158394100404 0.0010093577883951077 0.0022645492314517239 0.0029090743768644266 0.00033399828636845825 0.00062556148299713009 0.0015021487981382445 0.0021877121747512327 0.0012084497136935957 0.00026500012470393868 0.0012258289920580817 0.0021712703144809537 0.0025789641223866134 0.0013781350572806231 0.0012103459606984017 0.0017044789590301465 0.0024248668951551444 0.0022300150513410917 0.0023111897446871353 0.0017067811701363396 0.0021192995545185299 0.00087736710530810348 0.0016522192822842282 0.0019577791038889519 0.0026657375931952733 0.001795388088058686 0.0019623923950323145
leaf_weight=81 66 63 87 55 61 55 58 72 61 89 124 98 53 54 52 77 70 470 62 670 71 69 91 57 99 59
leaf_count=81 66 63 87 55 61 55 58 72 61 89 124 98 53 54 52 77 70 470 62 670 71 69 91 57 99 59
internal_value=0 0.00117531 0.00211677 0.00106126 0.00132765 0.00208502 0.00148913 0.00164808 0.000746487 0.000882934 0.00210931 0.00216396 0.00196342 0.00175361 0.0019146 0.00213475 0.00218876 0.00222859 0.00211158 0.00219844 0.000640456 0.00189705 0.00220372 0.00232718 0.00197235 0.00210788
internal_weight=0 665 2259 602 326 2172 265 199 276 215 2091 1521 570 236 182 129 1466 1238 334 1140 126 127 272 181 228 129
internal_count=2924 665 2259 602 326 2172 265 199 276 215 2091 1521 570 236 182 129 1466 1238 334 1140 126 127 272 181 228 129
is_linear=0
shrinkage=0.0032351


Tree=2989
num_leaves=26
num_cat=0
split_feature=1 52 2 12 12 1 12 1 123 2 0 2 481 12 52 1 0 1 0 0 151 0 1455 52 1
split_gain=81.1851 15.1567 9.8954 10.8839 5.99712 5.12331 4.76674 4.04493 3.39162 2.17403 2.5713 1.99866 2.60465 1.77646 1.56088 4.5065 1.98619 1.54962 1.53269 0.84516 0.822219 0.79251 0.914728 0.677833 0.187016
threshold=0.10398500000000001 -0.41694999999999993 0.17553000000000005 0.088325000000000015 0.11697000000000002 0.11561500000000001 -0.032329999999999991 0.092845000000000025 0.08901000000000002 -1.0000000180025095e-35 -0.099704999999999974 0.088820000000000024 -0.048929999999999994 0.093125000000000013 -0.084674999999999986 0.08864000000000001 -0.082689999999999986 0.091915000000000011 -0.14867499999999997 -0.11214999999999999 -0.0008699999999999999 -0.072374999999999981 0.077610000000000012 -0.43279999999999996 0.096160000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 8 6 -5 7 -1 9 -3 20 13 -13 18 16 19 -14 -15 -8 -16 -11 22 -20 -18 -19
right_child=1 2 -4 5 -6 -7 11 -9 -10 10 -12 12 14 17 15 -17 23 24 21 -21 -22 -23 -24 -25 -26
leaf_value=0.0025259877896742131 0.0027062010237344572 0.00067546861343280101 -5.7433743830436038e-05 0.0027859058115699518 0.0017620496231077888 0.0015485876182995482 0.0032632708314476629 0.0013990482585222979 0.00043438133932698135 0.0013470654279514765 0.0018321659126650117 0.0031605380321143195 0.0032295138787616193 0.0019895279503538907 0.0028956964849411191 0.001550557106550753 0.002709561314212767 0.0027982054841904267 0.0027786221645083597 0.0024585640146197862 0.00086708582583565677 0.0031436169663967574 0.0023357466076702029 0.0023167388652733205 0.0025187334688221703
leaf_weight=79 73 72 64 58 86 89 74 58 86 69 71 69 60 53 53 58 119 58 819 431 83 59 53 78 52
leaf_count=79 73 72 64 58 86 89 74 58 86 69 71 69 60 53 53 58 119 58 819 431 83 59 53 78 52
internal_value=0 0.00131501 0.0011434 0.00128902 0.00260114 0.00203702 0.00263433 0.00204914 0.00100034 0.00116521 0.00132318 0.00267369 0.00255558 0.00276144 0.00250329 0.00240427 0.002712 0.00244653 0.00281248 0.0025065 0.0010852 0.00277662 0.00275174 0.0025542 0.00266641
internal_weight=0 665 592 528 2259 147 2173 137 381 295 223 2036 868 1168 799 542 257 163 1005 484 152 931 872 197 110
internal_count=2924 665 592 528 2259 147 2173 137 381 295 223 2036 868 1168 799 542 257 163 1005 484 152 931 872 197 110
is_linear=0
shrinkage=0.0032351


Tree=2990
num_leaves=19
num_cat=0
split_feature=1 0 9 480 11 1 40 49 402 159 150 43 133 1210 402 13 52 403
split_gain=2.07003 1.28381 1.151 0.99448 0.958431 0.936802 0.921183 1.16774 0.77901 0.648097 0.675087 0.64446 0.742761 0.681014 0.767677 0.537658 0.465411 0.535054
threshold=0.080320000000000016 0.10446500000000002 -1.0000000180025095e-35 0.086825000000000013 0.091445000000000012 0.084775000000000003 -0.084754999999999983 -0.095899999999999985 0.0064150000000000014 0.11500500000000001 0.10592000000000001 0.19508000000000003 0.11524500000000001 -0.085469999999999977 -0.083959999999999993 -0.041479999999999996 0.029970000000000007 -0.40281999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 4 5 -4 -7 -8 -9 10 11 12 13 -1 -15 -13 -14 -18
right_child=2 -3 3 -5 -6 6 7 8 -10 -11 -12 15 16 14 -16 -17 17 -19
leaf_value=0.00091790216765766949 -0.0018942459829692701 -0.0014251814529665208 -0.0029653486190581468 0.0063265335065192472 0.0056632752352701425 -0.0020846110825424942 0.0070806622397929665 0.0021077194475267293 -0.0014339128073666972 0.00027193996273349884 6.6542451588686029e-05 0.004013523929319588 -3.8835345062908467e-05 0.0091170796058967409 0.0047544343209005406 -0.00083948500172270916 0.0051551183979160285 0.0010625891700590541
leaf_weight=54 97 59 53 65 77 70 55 907 84 60 52 57 62 53 949 56 100 66
leaf_count=54 97 59 53 65 77 70 55 907 84 60 52 57 62 53 949 56 100 66
internal_value=0 0.00366513 0.00180453 0.00207849 0.00185658 0.00160552 0.00182293 0.00208479 0.00180714 0.0038644 0.0040129 0.00415952 0.00438403 0.00477792 0.00498557 0.00160517 0.00255805 0.00353023
internal_weight=0 1568 1408 1311 1246 1169 1116 1046 991 1509 1449 1397 1284 1056 1002 113 228 166
internal_count=2976 1568 1408 1311 1246 1169 1116 1046 991 1509 1449 1397 1284 1056 1002 113 228 166
is_linear=0
shrinkage=0.0352082


Tree=2991
num_leaves=27
num_cat=0
split_feature=1 1 3 1 150 1 16 1447 3 11 52 3 150 133 3 3 480 51 52 133 16 49 50 1446 1 50
split_gain=68.7726 17.5633 6.27699 5.707 3.12739 2.25026 2.29729 2.22908 2.2193 2.27046 2.21407 2.14465 1.87792 1.79575 1.69355 1.30185 1.1227 0.932595 0.854118 0.695981 0.638506 0.615944 0.403492 0.326179 0.252339 0.239572
threshold=0.10398500000000001 0.12448500000000001 -0.049204999999999992 0.093575000000000019 1.0000000180025095e-35 0.15390500000000004 -0.43279999999999996 -0.074869999999999978 -0.12077499999999998 0.07677500000000001 -0.22711499999999998 0.091085000000000013 0.085845000000000019 0.09117500000000002 0.0025650000000000004 -0.051469999999999995 0.086995000000000017 0.0045000000000000014 -0.065394999999999995 -0.18069999999999997 -0.063769999999999979 0.10322500000000003 0.089030000000000012 0.087090000000000015 0.096545000000000006 0.098445000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 7 15 6 -3 16 9 -9 -2 13 14 17 -4 24 23 19 -8 -10 -12 22 -15 -1 -5 -19
right_child=1 5 12 4 -6 -7 18 8 11 -11 20 -13 -14 21 -16 -17 -18 25 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0025397651185071583 0.0020586537857200903 -0.0001237413620075604 0.00069365392952295982 0.0016299977991068393 0.00085602506779735991 -0.00036670836975519287 0.00023122004379978804 0.0011432342042675715 0.001802036861653776 0.0019065754352564882 0.0015336056388912467 0.0014146231638003713 0.00040593505680682385 0.0018681543417305812 0.0013344917264170196 0.0012489009017833744 0.0018921845312879007 0.0018589804783282144 0.00070025542891664005 0.0020471273058786242 0.0010993819902396129 0.001529990017591209 0.0015908730566914552 0.0022310103537966607 0.0018848277807595548 0.0016046767834049399
leaf_weight=61 58 71 75 65 62 53 55 72 119 68 73 76 67 269 73 60 65 95 95 941 53 85 59 68 83 55
leaf_count=61 58 71 75 65 62 53 55 72 119 68 73 76 67 269 73 60 65 95 95 941 53 85 59 68 83 55
internal_value=0 0.000768858 0.00116898 0.00185502 0.00144627 0.000186089 0.000318804 0.00190928 0.00187703 0.00151423 0.00157438 0.0019069 0.000821876 0.00192994 0.00100996 0.00162206 0.0022149 0.00198822 0.000528489 0.00201964 0.00135121 0.0017591 0.00181837 0.00237726 0.00177312 0.00176595
internal_weight=0 673 399 2303 270 274 221 2033 1839 140 184 1699 215 1623 148 208 194 1210 150 1060 126 413 328 129 148 150
internal_count=2976 673 399 2303 270 274 221 2033 1839 140 184 1699 215 1623 148 208 194 1210 150 1060 126 413 328 129 148 150
is_linear=0
shrinkage=0.00298873


Tree=2992
num_leaves=25
num_cat=0
split_feature=4 12 3 0 12 3 133 2 0 15 2 11 3 15 4 2 42 47 0 49 13 51 12 3
split_gain=49.3402 18.179 8.23429 5.84837 5.696 4.05854 3.36773 3.19142 2.84993 3.25431 2.44846 2.22319 2.26551 1.89462 1.82078 1.64259 1.51126 1.01032 0.961344 0.951445 0.948672 0.786106 0.769559 0.369467
threshold=0.31392000000000003 0.056995000000000011 0.11391500000000002 0.051660000000000005 0.11878500000000002 -0.13827999999999999 0.085835000000000009 0.092250000000000013 -0.18240499999999996 -0.41725999999999991 0.12414000000000001 1.0000000180025095e-35 -0.11266 -0.021179999999999997 0.0060300000000000015 0.10179000000000001 0.10418500000000001 0.10347500000000001 -0.13165999999999997 -1.0000000180025095e-35 -0.078724999999999976 -0.39981499999999998 0.088725000000000012 -0.080654999999999991
decision_type=2 2 2 2 2 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 -2 7 19 -7 10 -10 12 -3 -4 17 -13 -6 22 -9 -1 23 -22 -14 -16
right_child=5 4 13 -5 16 8 -8 18 9 -11 -12 15 14 -15 20 -17 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.0022408264184761648 0.001630907237162699 0.0018594353976100525 0.0013828555225405381 0.0010529390355459827 0.0020494375309106283 0.0013735625560087528 0.0014064360504092782 0.0016011410654696166 0.00049895489258781867 -3.173598046513264e-05 0.0013278158467017434 0.0030438709107211766 0.0025589278789930631 0.00058506247596396552 0.0022195519435047033 0.0023875462121222203 0.0013195270051858411 0.0020816762906458201 0.0021041843059383869 0.0027129625985597631 0.0022693081618844237 0.0018226252200805784 0.0024122787891049844 0.0025897823103308674
leaf_weight=73 74 72 65 60 59 64 58 64 78 54 62 96 696 52 53 61 52 64 89 99 72 84 719 56
leaf_count=73 74 72 65 60 59 64 58 64 78 54 62 96 696 52 53 61 52 64 89 99 72 84 719 56
internal_value=0 0.00226047 0.00176286 0.00195671 0.00239417 0.000988527 0.00209821 0.00222157 0.000804149 0.000616131 0.000866259 0.00243277 0.00240195 0.00102856 0.00242433 0.00278908 0.0017078 0.00246703 0.00189398 0.00251277 0.00218587 0.002029 0.00248443 0.00241007
internal_weight=0 2644 560 443 2084 332 383 325 258 194 140 1973 1816 117 1744 157 111 1479 153 172 265 156 1415 109
internal_count=2976 2644 560 443 2084 332 383 325 258 194 140 1973 1816 117 1744 157 111 1479 153 172 265 156 1415 109
is_linear=0
shrinkage=0.00310948


Tree=2993
num_leaves=21
num_cat=0
split_feature=1 1447 15 1 1452 2 15 52 52 0 52 1429 2 12 51 12 4 0 472 1446
split_gain=1.93696 1.24125 1.08227 1.17751 0.979015 0.946804 0.861547 0.761445 0.842188 1.12339 1.07571 0.776333 0.714586 0.714174 0.597445 0.547793 0.527848 0.677916 0.452965 0.323139
threshold=0.12448500000000001 -0.064864999999999992 -0.38214499999999996 0.14195000000000002 0.089165000000000008 0.12933000000000003 0.043560000000000008 0.084805000000000019 -0.53473999999999988 -0.029849999999999998 -0.087094999999999992 0.084710000000000021 0.10523 0.023990000000000004 0.116525 0.084805000000000005 0.0051950000000000008 -0.085349999999999995 -1.0000000180025095e-35 0.086150000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 -4 7 -2 19 8 18 11 -11 12 -10 -9 16 -8 17 -15 -3 -1
right_child=2 4 3 -5 -6 -7 15 13 9 10 -12 -13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0069081841008060462 -0.0010087102171980698 0.0033556947450288218 0.00061114430670705915 -0.0077786809042255925 -0.0015933578362717915 0.0065377938868103414 0.012867277838884176 0.0090761052832987691 0.0042316327055254184 0.0032369823840382628 -0.005115189373097395 -0.00051659136627363214 0.001559179281212236 0.0078299312811399863 0.00022411136058347205 0.0068544152180309813 0.0012204346245635448 0.0044357659934199144 0.0084853708837279215 0.0022484097654537033
leaf_weight=56 62 55 87 54 66 71 59 80 1016 60 63 93 249 168 57 63 66 394 93 64
leaf_count=56 62 55 87 54 66 71 59 80 1016 60 63 93 249 168 57 63 66 394 93 64
internal_value=0 0.00406702 0.000125137 -0.0025986 0.00376643 0.00301629 0.0071206 0.0039144 0.0033678 0.00304625 -0.00103708 0.00341644 0.00370597 0.0050777 0.00461003 0.00976618 0.00500736 0.00545124 0.00658229 0.00442694
internal_weight=0 2702 274 141 2460 133 242 2394 1629 1481 123 1358 1265 765 685 122 628 562 148 120
internal_count=2976 2702 274 141 2460 133 242 2394 1629 1481 123 1358 1265 765 685 122 628 562 148 120
is_linear=0
shrinkage=0.0446525


Tree=2994
num_leaves=27
num_cat=0
split_feature=1 3 12 4 1 1 12 3 4 39 1 0 4 43 12 0 481 1 0 403 1 4 16 4 42 16
split_gain=114.965 21.5619 9.07838 7.36601 7.34078 5.84557 3.83626 3.77117 3.22036 2.54325 2.44749 2.30922 3.05721 1.81364 1.57694 1.54435 1.26275 1.19547 1.38771 1.12389 0.919628 1.00857 0.813612 0.649898 0.479558 0.439868
threshold=0.10557500000000002 -0.063264999999999988 0.056995000000000011 0.41552000000000006 0.13654500000000003 0.087480000000000016 0.11697000000000002 -0.012504999999999997 0.42405000000000009 0.089030000000000012 0.079440000000000024 -0.15029999999999996 0.0060300000000000015 -0.007069999999999999 -0.075604999999999992 -0.10028499999999999 -0.074254999999999988 0.080320000000000016 -0.094299999999999981 -0.079419999999999977 0.11050000000000001 0.015030000000000002 -0.11807499999999999 0.19778000000000004 0.087405000000000024 0.052150000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 9 10 11 -7 -6 20 14 -4 16 -2 -1 -9 24 18 -18 -19 -3 -22 23 -14 -13 -24
right_child=1 4 6 -5 8 7 -8 15 -10 -11 -12 12 22 -15 -16 -17 17 19 -20 -21 21 -23 25 -25 -26 -27
leaf_value=0.010383896375403316 0.0097510130302283695 0.008549512028693038 0.011085474809018133 0.0086264611758222441 0.008385210514082005 0.0088184965765177314 0.009756034168018209 0.0095464884006868818 0.0074200197418102182 0.0082765028688670146 0.010721426882057197 0.010955680696655973 0.010536428048014208 0.010494730996037279 0.0096078556854395092 0.010235785671038255 0.010911448831168874 0.0099707907459971688 0.010470541155710882 0.010388819744099803 0.0093907472031652707 0.008814348273226762 0.0096742895820974995 0.0100303564959909 0.010574443889526011 0.010091787867178029
leaf_weight=53 100 52 57 53 60 57 86 99 86 97 80 74 56 52 57 52 82 89 948 301 57 75 57 57 79 60
leaf_count=53 100 52 57 53 60 57 86 99 86 97 80 74 56 52 57 52 82 89 948 301 57 75 57 57 79 60
internal_value=0 0.00880266 0.0103273 0.00964926 0.00839613 0.00988918 0.0104169 0.00951964 0.00781691 0.00869696 0.0102936 0.0104475 0.0104273 0.0100057 0.00998207 0.00978409 0.0104778 0.0104474 0.0105057 0.0102935 0.00891843 0.0090635 0.0100818 0.0102815 0.0107591 0.00988868
internal_weight=0 632 2344 205 427 398 1946 208 146 281 190 1860 1803 152 110 151 1573 1420 1030 390 184 132 230 113 153 117
internal_count=2976 632 2344 205 427 398 1946 208 146 281 190 1860 1803 152 110 151 1573 1420 1030 390 184 132 230 113 153 117
is_linear=0
shrinkage=0.00317166


Tree=2995
num_leaves=26
num_cat=0
split_feature=4 3 3 43 0 0 3 14 42 13 12 4 3 0 3 12 51 157 475 4 0 4 49 0 12
split_gain=60.3835 15.6836 9.08608 13.8466 6.50778 4.18869 5.29221 3.81611 3.23265 4.31743 3.17382 2.97082 5.63454 3.22452 2.40613 2.18797 1.92021 1.48541 1.40454 1.01851 0.995751 0.967029 0.828239 0.48271 0.371011
threshold=0.31392000000000003 -0.066229999999999997 0.28833000000000003 -0.035884999999999993 -0.14867499999999997 -0.17127999999999996 -0.082634999999999986 -0.41992499999999994 -1.0000000180025095e-35 -0.051009999999999993 0.081685000000000021 -0.078249999999999986 0.088880000000000015 -0.028049999999999995 -1.0000000180025095e-35 0.091545000000000015 -0.085594999999999991 -0.061169999999999995 -1.0000000180025095e-35 -0.015539999999999998 -0.10462499999999998 -0.0097449999999999985 -0.012224999999999998 -0.084044999999999995 -0.085124999999999992
decision_type=2 2 2 2 2 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 -2 -7 -8 -3 -10 -6 13 14 -5 23 16 -12 -17 -19 -11 -18 -20 -22 -13 -9
right_child=5 2 -4 11 10 6 7 24 9 19 15 12 -14 -15 -16 17 20 18 21 -21 22 -23 -24 -25 -26
leaf_value=0.0036844683475295691 0.001795622690354862 0.0023730648520508867 0.0010187215984095261 0.0036332470018304195 0.0019913741302458147 0.0017013407459168157 0.0013756013936442794 0.00054166662030349672 0.002101432152369164 0.0014205448518836855 0.0032253362232747143 0.0023289119662370126 0.0018975022357940593 0.0025885248362811104 0.0033016311475551848 0.0021698043849344576 0.002354851920891327 0.0031108961931851321 0.0026769816879909651 0.00082825033014727973 0.003052061155946818 0.0024039245502038291 0.0027606134626230604 0.0027288536740236627 0.00019607138997238682
leaf_weight=65 77 54 56 52 57 67 52 63 72 57 95 52 98 59 61 71 52 54 401 52 104 177 858 66 54
leaf_count=65 77 54 56 52 57 67 52 63 72 57 95 52 98 59 61 71 52 54 401 52 104 177 858 66 54
internal_value=0 0.00259483 0.00219599 0.00230176 0.00273484 0.00117772 0.000975981 0.00068822 0.00171739 0.00152159 0.0027018 0.00265561 0.00248614 0.00307824 0.00280823 0.00272413 0.00280882 0.00259048 0.00263769 0.00113828 0.00276976 0.00259342 0.00279216 0.00255288 0.000382439
internal_weight=0 2613 679 623 1934 313 236 169 235 181 1869 388 277 111 179 1812 1109 703 632 109 1014 578 962 118 117
internal_count=2926 2613 679 623 1934 313 236 169 235 181 1869 388 277 111 179 1812 1109 703 632 109 1014 578 962 118 117
is_linear=0
shrinkage=0.0030485


Tree=2996
num_leaves=20
num_cat=0
split_feature=1 11 2 0 13 13 0 481 15 1 43 481 1 15 131 15 1 2 1186
split_gain=1.66309 1.12124 1.04123 0.912748 0.655328 1.21492 1.14181 0.566329 0.618645 0.632193 1.0399 0.618057 0.604756 0.797118 0.574462 0.567627 0.567576 0.556177 0.549917
threshold=0.12000500000000001 1.0000000180025095e-35 0.084395000000000012 -0.077944999999999987 1.0000000180025095e-35 -0.10939499999999998 -0.050249999999999996 -0.084514999999999993 0.13592500000000005 0.095920000000000019 -0.085594999999999991 -0.09547499999999999 0.091000000000000011 0.091955000000000023 0.094435000000000005 -0.0044499999999999991 0.089625000000000024 0.14132000000000003 0.084620000000000015
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 17 -7 11 9 12 -11 -1 16 -14 15 -12 18 -2 -9
right_child=4 2 3 -5 -6 6 -8 8 -10 10 14 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=0.0055585571497780576 0.0032414050136970033 0.013115026117293935 0.0099265188302718708 0.0038619850536129132 -0.00045963660903748784 0.0033864004212693041 0.010719146863879444 0.0057469371447170289 0.0016169729419341469 0.0093769458414444638 0.0036095939035881326 -0.00040632344226711821 0.010600302909314487 0.0048044843858803237 0.007080893645714465 -0.00066974741702326168 0.0021753777820360731 -0.0025026358120306021 0.0098666334905565412
leaf_weight=55 54 55 75 82 80 94 52 1537 62 53 225 54 95 62 56 62 68 52 53
leaf_count=55 54 55 75 82 80 94 52 1537 62 53 225 54 95 62 56 62 68 52 53
internal_value=0 0.00564522 0.008412 0.00676175 0.00266218 0.00365492 0.00600096 0.0053988 0.00553285 0.00564246 0.00420345 0.0025996 0.0059562 0.0083142 0.00340281 0.00268366 0.00573266 0.00041958 0.00588453
internal_weight=0 2594 212 157 332 252 146 2382 2273 2211 396 109 1815 157 343 287 1658 106 1590
internal_count=2926 2594 212 157 332 252 146 2382 2273 2211 396 109 1815 157 343 287 1658 106 1590
is_linear=0
shrinkage=0.0396502


Tree=2997
num_leaves=15
num_cat=0
split_feature=10 11 3 157 4 16 3 15 0 1 16 394 13 1
split_gain=1.29933 1.11401 0.99318 1.03493 1.16561 1.38713 0.937579 1.39295 1.08701 0.826566 0.92601 0.726118 0.670628 0.455524
threshold=-0.089679999999999982 1.0000000180025095e-35 -0.14884499999999998 -0.14175499999999996 -0.37626499999999991 0.23599500000000004 -0.15288999999999997 0.025430000000000005 0.11160500000000002 0.10290000000000001 -0.49353499999999995 0.0066850000000000008 -0.086944999999999981 0.10790500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 8 -3 11 -11 12 -6 -12
right_child=1 6 3 4 9 -7 -8 -9 -10 10 13 -13 -14 -15
leaf_value=-0.00062200105678290722 -0.0013626099272454754 -0.0012691724988712634 3.6942674093487552e-05 0.016701938870774927 0.0081295382043553646 0.0050673799525188254 0.015481398954879554 0.0145688957776028 0.009420029113214384 0.0087314195293970373 -0.00090186737250922203 0.012341027771486346 0.0056254425955606438 0.0036321116507893863
leaf_weight=83 53 52 81 60 366 53 56 52 52 87 75 53 1490 313
leaf_count=83 53 52 81 60 366 53 56 52 52 87 75 53 1490 313
internal_value=0 0.00601266 0.00571817 0.00586395 0.00605275 0.01125 0.00966483 0.00757325 0.00407006 0.00580617 0.0038502 0.00629257 0.00611955 0.00275426
internal_weight=0 2843 2631 2578 2497 113 212 156 104 2384 475 1909 1856 388
internal_count=2926 2843 2631 2578 2497 113 212 156 104 2384 475 1909 1856 388
is_linear=0
shrinkage=0.0523176


Tree=2998
num_leaves=12
num_cat=0
split_feature=3 106 4 124 376 474 43 3 12 43 12
split_gain=1.00235 0.80588 0.667962 0.582911 0.683549 0.673188 0.703707 0.925323 0.656974 0.405285 0.236427
threshold=0.28833000000000003 0.085275000000000004 -0.51323499999999989 0.08919500000000001 1.0000000180025095e-35 0.095175000000000023 -0.35045999999999994 -0.24175499999999997 0.094860000000000014 -0.073404999999999984 -0.16423499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -8 -4 -7 -2
right_child=10 -3 3 -5 -6 9 7 -9 -10 -11 -12
leaf_value=0.0086724851736253994 0.002117790370569471 -0.00082816148243518837 0.010385033590187302 -0.00032875854411885112 0.0075723775804140822 0.0088092934908582977 -0.0015573995743952843 0.0037597038218901602 0.0038404303804944512 0.0045160860507515149 -0.0015566148497291709
leaf_weight=53 55 58 52 52 92 74 57 2238 53 77 65
leaf_count=53 55 58 52 52 92 74 57 2238 53 77 65
internal_value=0 0.00397759 0.00407919 0.00398869 0.0040738 0.00394745 0.00377894 0.00362745 0.00708576 0.00662296 0.000123818
internal_weight=0 2806 2748 2695 2643 2551 2400 2295 105 151 120
internal_count=2926 2806 2748 2695 2643 2551 2400 2295 105 151 120
is_linear=0
shrinkage=0.0412521


Tree=2999
num_leaves=17
num_cat=0
split_feature=1 1 4 16 40 4 1 4 47 14 10 1 457 1 4 1
split_gain=53.3785 6.4096 6.11092 4.136 3.38226 2.36283 2.82732 3.49978 2.30574 1.69088 1.65254 1.45762 1.36208 1.27149 0.888858 0.512735
threshold=0.11156000000000001 0.13686500000000004 0.31392000000000003 -0.078939999999999996 -0.034699999999999988 -0.4950449999999999 0.10359500000000001 -0.16236499999999995 0.089730000000000018 0.073890000000000011 -0.012684999999999998 0.09258000000000001 0.08351500000000002 0.12000500000000001 0.50541500000000006 0.08776500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 11 15 7 -7 -5 12 -3 -1 -9 -2 -12 -6
right_child=1 10 -4 8 5 6 -8 9 -10 -11 14 -13 -14 -15 -16 -17
leaf_value=0.0019638824886814522 0.0011057216320490785 6.4770647452334951e-07 0.0010905924407259211 0.0012330226741105394 0.0027281672803600152 0.0014277720177887504 0.0014926871089081194 0.0021146367539642045 0.0019708095490324653 0.0025333235913430302 0.00091827358674907667 0.0013436847486709453 0.0017601098372090449 0.00055402308392025535 0.00038546315288558739 0.0023104374383138009
leaf_weight=62 78 52 62 101 57 72 77 1772 65 86 59 83 108 78 58 56
leaf_count=62 78 52 62 101 57 72 77 1772 65 86 59 83 108 78 58 56
internal_value=0 0.000934546 0.00203652 0.00118694 0.00206122 0.00209063 0.00206759 0.0020893 0.00152211 0.00211351 0.000453454 0.0016091 0.00209429 0.000830081 0.000654424 0.00252144
internal_weight=0 491 2435 322 2373 2228 2115 2038 166 1966 169 145 1880 156 117 113
internal_count=2926 491 2435 322 2373 2228 2115 2038 166 1966 169 145 1880 156 117 113
is_linear=0
shrinkage=0.0030485


Tree=3000
num_leaves=29
num_cat=0
split_feature=1 15 16 47 2 2 2 42 52 14 16 16 1456 1 2 1213 1213 159 158 159 2 16 158 15 403 15 2 52
split_gain=28.3584 6.54196 3.94316 2.72256 2.99923 2.51946 2.31949 2.45621 2.05359 2.46485 2.54497 1.9295 1.5543 1.41396 2.07215 0.956229 1.24163 1.03913 1.06317 1.01344 0.953716 0.825934 0.795452 0.503227 0.477769 0.609503 0.329099 0.271401
threshold=0.10075500000000003 -0.076594999999999983 0.52477000000000007 0.083670000000000008 1.0000000180025095e-35 0.12068000000000001 0.13388500000000003 0.073240000000000013 -0.077114999999999975 -0.10523499999999998 -0.49353499999999995 -1.0000000180025095e-35 -0.085589999999999986 0.089245000000000005 0.090485000000000024 0.030480000000000004 0.085305000000000006 0.091330000000000008 0.084355000000000013 -0.073489999999999986 0.08895500000000002 -0.082359999999999989 0.084710000000000021 -0.0092699999999999987 -0.072664999999999993 -1.0000000180025095e-35 0.091735000000000025 0.085635000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 6 8 -5 12 7 11 -2 -10 -11 -3 23 15 21 17 -17 19 -19 26 27 -15 -21 -1 -23 -26 -14 -18
right_child=1 2 -4 4 -6 -7 -8 -9 9 10 -12 -13 13 14 -16 16 20 18 -20 22 -22 24 -24 -25 25 -27 -28 -29
leaf_value=0.0017591127408093273 0.00012903051799626592 0.0012779466992015711 0.0019079511685886731 0.0015591755454457644 0.0005840711950035769 0.0010995004859669455 0.00050835195585842072 0.0015869791557164643 0.0011760336227802826 0.00094339874121981407 0.0001611491844621786 0.00053357892638421082 0.0019279132474020156 0.0012259539623530723 0.00099875436149135651 0.002159057971602337 0.0019924761249309445 0.002109372013715226 0.0015708735313650891 0.001522633016586683 0.0013561372967892836 0.0018734465373857021 0.0018849683795080544 0.0021268684999887198 0.0017684312904372361 0.0013877718494678523 0.0016442886288221348 0.0016931304318851912
leaf_weight=76 85 69 63 56 57 88 52 91 63 62 93 57 86 57 80 66 53 70 63 1017 57 56 58 62 66 91 68 61
leaf_count=76 85 69 63 56 57 88 52 91 63 62 93 57 86 57 80 66 53 70 63 1017 57 56 58 62 66 91 68 61
internal_value=0 0.000921261 0.00123425 0.000671396 0.00106759 0.00159601 0.00107635 0.00121231 0.000523535 0.000677209 0.000474255 0.000941462 0.00161693 0.00159513 0.00142235 0.00163292 0.00180918 0.00160223 0.00185453 0.0015749 0.00167395 0.00154775 0.00154221 0.00192457 0.00163371 0.001548 0.00180288 0.00183258
internal_weight=0 748 332 416 113 2175 269 217 303 218 155 126 2087 1949 350 1599 237 1362 133 1229 171 270 1075 138 213 157 154 114
internal_count=2923 748 332 416 113 2175 269 217 303 218 155 126 2087 1949 350 1599 237 1362 133 1229 171 270 1075 138 213 157 154 114
is_linear=0
shrinkage=0.00298873


Tree=3001
num_leaves=29
num_cat=0
split_feature=1 3 4 2 2 2 2 1 3 150 12 16 3 12 16 34 3 13 4 4 3 158 16 150 3 2 133 4
split_gain=111.6 21.7896 9.38144 7.84654 9.56273 8.43013 5.47579 4.5778 4.20639 4.09085 3.57587 2.49227 1.88621 1.63438 1.46631 1.39057 1.15694 1.1496 1.43359 1.07686 1.07253 0.984944 0.981806 0.843461 0.754307 0.727782 0.67051 0.611237
threshold=0.10342000000000001 -0.064349999999999991 0.41377500000000006 0.15000000000000002 -1.0000000180025095e-35 0.10615500000000001 0.12068000000000001 0.089245000000000005 0.085880000000000012 1.0000000180025095e-35 0.091290000000000024 0.51041000000000014 0.143375 0.085465000000000013 0.19384500000000002 -0.082169999999999979 -0.083414999999999975 0.064420000000000019 -0.17568999999999999 0.032770000000000001 -0.081804999999999975 0.08796000000000001 -0.074254999999999988 0.10294000000000002 -0.07792499999999998 0.085665000000000005 -0.039759999999999997 -0.071659999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 11 4 15 -6 7 10 -7 13 17 16 -10 -9 19 -3 -2 18 -1 22 -15 23 26 -20 -22 -23 -12 -24
right_child=1 3 -4 -5 5 8 -8 9 12 -11 14 -13 -14 20 -16 -17 -18 -19 21 -21 24 25 27 -25 -26 -27 -28 -29
leaf_value=0.0041008942948807543 0.0024367656013004049 0.0012726698454001749 0.001567319110264874 0.00062249307387150722 0.0030028301862565 0.001081357938666263 0.0026042929725514957 0.0028932655654745772 0.0024421416641869577 0.0024905238744531654 0.00384972365916079 0.0035307922259904308 0.0016398881271205092 0.0036570892146791153 0.0028581915400674378 0.00054441303820148277 0.0030990027079541693 0.0031729594884972278 0.0035704805182158288 0.0029243066882784748 0.002938072252730641 0.004112744659717049 0.002976243173243181 0.0032090792499022739 0.0033993341935767843 0.0035894771458619057 0.0034248049590459664 0.0033682320988296234
leaf_weight=56 56 52 56 83 67 71 88 87 62 84 60 69 57 101 79 54 52 68 925 57 57 58 62 72 103 53 109 125
leaf_count=56 56 52 56 83 67 71 88 87 62 84 60 69 57 101 79 54 52 68 925 57 57 58 62 72 103 53 109 125
internal_value=0 0.00191375 0.00270001 0.00150291 0.00170413 0.00203484 0.00338142 0.00341312 0.00169332 0.00312042 0.00348645 0.00305819 0.00205815 0.00327237 0.0032571 0.000901991 0.00275593 0.00357801 0.00360165 0.00333333 0.0033986 0.00357638 0.00339872 0.00354442 0.00323522 0.0038632 0.00357586 0.00323845
internal_weight=0 679 233 446 363 257 2244 2156 190 432 1724 177 119 348 492 106 108 1232 1164 413 261 1108 356 997 160 111 169 187
internal_count=2923 679 233 446 363 257 2244 2156 190 432 1724 177 119 348 492 106 108 1232 1164 413 261 1108 356 997 160 111 169 187
is_linear=0
shrinkage=0.00317166


Tree=3002
num_leaves=21
num_cat=0
split_feature=1 3 2 4 2 3 15 52 3 123 2 1456 13 43 4 4 1 160 43 4
split_gain=43.8181 10.3239 4.32255 3.588 3.46814 4.2986 2.99547 2.34487 2.27178 2.12463 1.98602 1.90426 1.54599 1.42212 1.51543 2.32203 1.32946 1.17124 0.632866 0.357488
threshold=0.10331000000000003 -0.049204999999999992 0.15000000000000002 0.082475000000000007 0.10472500000000001 -0.16100499999999998 -0.24511999999999998 0.042815000000000006 -0.0037099999999999998 1.0000000180025095e-35 0.12068000000000001 -0.085589999999999986 -0.079604999999999995 -0.50182499999999985 -0.39175499999999991 -0.14088999999999999 0.11392000000000001 -1.0000000180025095e-35 -0.067754999999999996 0.16173500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 6 9 16 -6 17 19 -8 10 11 18 -10 -13 -15 -16 -2 -3 -1 -5
right_child=1 2 -4 7 5 -7 8 -9 12 -11 -12 13 -14 14 15 -17 -18 -19 -20 -21
leaf_value=0.0027787575667879891 0.0027996981068222418 0.0014473574331856575 0.0006545216831709491 0.0019844653566453239 0.0022688329780414609 0.0010716206965358287 0.0012810366620564654 0.00252011884491037 0.0015198987845557485 0.0020072333991089327 0.002006232627878665 0.0020659953913528071 0.0021994856724077759 0.0029542211707271645 0.0019441657411217615 0.0025853411681069699 0.0021868582098176098 0.00084484101482905957 0.0032202529807423899 0.0016136055372876562
leaf_weight=81 59 54 76 52 63 54 81 76 53 65 57 53 85 103 57 1589 84 75 54 52
leaf_count=81 59 54 76 52 63 54 81 76 53 65 57 53 85 103 57 1589 84 75 54 52
internal_value=0 0.00162649 0.00132713 0.00252589 0.00211455 0.00171656 0.00147393 0.00210386 0.00169562 0.00256277 0.00258086 0.00259775 0.00193873 0.00257092 0.00258621 0.00256316 0.00243994 0.00109731 0.0029556 0.00179935
internal_weight=0 684 424 2239 260 117 348 180 219 2059 1994 1937 138 1802 1749 1646 143 129 135 104
internal_count=2923 684 424 2239 260 117 348 180 219 2059 1994 1937 138 1802 1749 1646 143 129 135 104
is_linear=0
shrinkage=0.00310948


Tree=3003
num_leaves=20
num_cat=0
split_feature=1455 14 43 34 42 13 1447 12 3 42 42 42 51 51 12 13 3 3 48
split_gain=1.46995 0.850619 0.730851 1.91507 0.987117 1.32842 0.889792 0.648217 0.768391 0.616714 1.45279 0.751266 0.589838 1.12994 0.528522 0.52254 0.516107 0.842867 0.213866
threshold=-0.14652999999999997 0.018455000000000003 -0.040494999999999996 -0.049569999999999996 -0.09361499999999999 -0.053999999999999999 -0.083839999999999984 -0.14823499999999998 0.13772500000000001 -1.0000000180025095e-35 0.10001500000000001 -0.087724999999999984 0.10876000000000001 0.056710000000000003 0.091680000000000011 -0.007069999999999999 -0.015979999999999998 -0.075579999999999994 0.086840000000000014
decision_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 14 16 -4 -8 12 11 -11 -7 13 -9 -5 -3 17 -6 -10
right_child=1 15 6 4 5 9 7 8 18 10 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.012996023872394373 -0.0019626109652252375 0.0043763540568459106 0.011728945751541223 0.011148388272643325 0.0054404665503220298 0.00051594891564968738 0.011157796729375639 0.0062741992285922366 0.0039966732573605106 -0.0046294651455532658 0.0040616713723089087 0.0064776711224405464 0.010325628086353365 0.00073288524493652382 0.0057602564605686571 -0.0022457952933971062 0.001627756652052244 0.0099370725548959416 -0.00023200079620829355
leaf_weight=57 91 55 63 86 533 78 52 1038 54 76 100 122 70 90 79 52 60 114 53
leaf_count=57 91 55 63 86 533 78 52 1038 54 76 100 122 70 90 79 52 60 114 53
internal_value=0 0.00530472 0.00546554 0.0046698 0.00515382 0.00463262 0.00621553 0.00595919 0.00575165 0.00235466 0.000305806 0.00415513 0.00609548 0.00583252 0.00857168 0.00115339 0.00584338 0.00623354 0.00189737
internal_weight=0 2866 2759 1339 1248 1083 1420 1357 1305 376 176 200 1198 1128 165 107 707 647 107
internal_count=2923 2866 2759 1339 1248 1083 1420 1357 1305 376 176 200 1198 1128 165 107 707 647 107
is_linear=0
shrinkage=0.0473856


Tree=3004
num_leaves=13
num_cat=0
split_feature=15 1453 2 39 0 123 159 15 159 15 2 0
split_gain=1.17314 0.992754 0.733813 0.743665 0.800597 0.785248 0.716596 0.655643 1.17022 0.764627 0.547253 0.427035
threshold=-0.2987999999999999 -0.0017099999999999999 0.14253500000000002 0.10096000000000001 0.12469500000000001 0.084880000000000025 -1.0000000180025095e-35 0.085465000000000013 0.091330000000000008 0.091195000000000012 0.12068000000000001 -0.082054999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 6 3 4 5 7 -2 8 -3 -9 11 -1
right_child=1 2 -4 -5 -6 -7 -8 9 -10 -11 -12 -13
leaf_value=-0.0040180621304264025 0.011675315463494205 0.003442542432185777 0.00062201635663612078 -0.00073445659858964278 0.0097839282484149387 0.0091847779577901648 0.0053302357237356452 0.0071398128816415806 0.0078162212537143602 0.0042339319145334982 0.0036745431489786894 0.0016687990449387299
leaf_weight=55 73 1316 102 54 67 79 82 357 147 435 97 59
leaf_count=55 73 1316 102 54 67 79 82 357 147 435 97 59
internal_value=0 0.00470789 0.00448863 0.00464908 0.00477036 0.00462623 0.00832176 0.00446631 0.00388234 0.00554441 0.00110851 -0.00107051
internal_weight=0 2712 2557 2455 2401 2334 155 2255 1463 792 211 114
internal_count=2923 2712 2557 2455 2401 2334 155 2255 1463 792 211 114
is_linear=0
shrinkage=0.0464565


Tree=3005
num_leaves=22
num_cat=0
split_feature=4 2 39 43 15 4 15 4 2 0 4 0 2 0 4 4 15 52 4 43 4
split_gain=49.1516 23.2023 5.73457 3.49547 3.11037 3.33162 3.20274 3.087 2.91717 3.63422 3.6673 1.60367 1.55855 1.45976 3.48296 1.71913 1.96413 1.27769 1.0731 1.03401 0.171669
threshold=0.31392000000000003 0.13388500000000003 0.0047850000000000011 -0.069434999999999983 -0.43091499999999999 0.51292000000000015 -0.26361999999999991 -0.50946499999999995 0.10523 -0.072849999999999984 0.015030000000000002 -0.076589999999999978 0.14870000000000003 -0.063819999999999988 -0.17568999999999999 0.00023500000000000005 -0.11532999999999999 0.51326500000000019 -0.012164999999999999 -0.049999999999999996 -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
left_child=1 2 7 11 5 -2 -6 -1 13 10 -10 -4 -3 15 -15 17 -17 -9 20 -7 -11
right_child=4 12 3 -5 6 19 -8 8 9 18 -12 -13 -14 14 -16 16 -18 -19 -20 -21 -22
leaf_value=0.0029459447538785323 0.0017336642923469524 0.0011775883054736397 0.0017191156845512963 0.0023074854745816571 -0.00012583804580468234 0.00046922996571407727 0.00080416382537009193 0.0023165445072882403 0.00085523174382687295 0.0021694844670138535 0.0019749287776432058 0.001030395794269382 0.00048931400491528489 0.0024722243966773913 0.0014981566825799412 0.0025300192662497658 0.0019449822002284287 0.0018300479757211888 0.0018103866700171045 0.0010821696765150011 0.0024066474345972666
leaf_weight=52 52 58 62 52 56 54 99 1346 53 54 61 70 71 63 82 69 294 55 61 53 80
leaf_count=52 52 58 62 52 56 54 99 1346 53 54 61 70 71 63 82 69 294 55 61 53 80
internal_value=0 0.00208482 0.0021524 0.00162374 0.00078177 0.00108749 0.000467949 0.00219524 0.00217762 0.0018966 0.00145466 0.00135414 0.000799028 0.00222309 0.0019216 0.00224786 0.00205628 0.00229747 0.00215479 0.000773146 0.00231132
internal_weight=0 2583 2454 184 314 159 155 2270 2218 309 114 132 129 1909 145 1764 363 1401 195 107 134
internal_count=2897 2583 2454 184 314 159 155 2270 2218 309 114 132 129 1909 145 1764 363 1401 195 107 134
is_linear=0
shrinkage=0.00310948


Tree=3006
num_leaves=27
num_cat=0
split_feature=3 15 3 43 15 10 160 49 13 16 12 52 41 47 15 3 12 3 130 43 13 49 52 3 47 52
split_gain=85.2941 22.0724 15.9795 13.1103 12.452 5.21711 5.13741 5.07559 6.47927 3.41152 3.11028 2.44096 2.31779 2.30748 3.48521 2.23393 1.90287 1.55867 1.34377 1.39143 1.1683 0.852713 0.768985 0.748119 0.740256 0.739745
threshold=-0.059315 -0.26361999999999991 0.110335 -0.031974999999999996 -0.23808999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.030749999999999996 -0.075154999999999986 0.022165000000000004 0.093125000000000013 -0.031059999999999997 0.075585000000000013 0.077735000000000012 -1.0000000180025095e-35 -0.10859999999999999 -0.085549999999999973 0.040040000000000006 -1.0000000180025095e-35 -0.14143999999999998 -1.0000000180025095e-35 0.093290000000000012 -0.060344999999999996 -0.085549999999999973 0.09772500000000002 0.099570000000000006
decision_type=2 2 2 2 2 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 5 -1 -3 -2 8 23 20 12 -7 15 14 17 -9 -8 -5 -12 -20 -4 22 -17 -6 25 -21
right_child=1 2 9 13 7 11 16 10 -10 -11 18 -13 -14 -15 -16 21 -18 -19 19 24 -22 -23 -24 -25 -26 -27
leaf_value=0.0014473265468825792 0.0014088937412060816 0.00093334501924115926 0.0012122943638473197 0.0026109360659312933 0.0026346696354392889 0.0016563346656921945 -5.4028015697601122e-05 0.0025797168197924602 0.0016421094655287823 0.0019013839437678967 0.0032770013084572913 0.0024619516366963935 0.0035739377006524359 0.0033076983876751446 0.0030025870831023732 0.003296897580930823 0.00076247299879372257 0.001892685041007171 0.0023017949275757109 0.0029364671273048293 0.00062699613656347732 0.002801343134844864 0.003063253051068548 0.0031364074861721393 0.0024757822315853782 0.002670919859613177
leaf_weight=54 74 58 80 53 61 78 52 93 62 52 52 64 80 53 103 163 54 61 56 314 53 98 773 53 56 147
leaf_count=54 74 58 80 53 61 78 52 93 62 52 52 64 80 53 103 163 54 61 56 314 53 98 773 53 56 147
internal_value=0 0.00173813 0.00199799 0.0022968 0.00289312 0.00170479 0.000792346 0.00293198 0.00243648 0.00123866 0.00297957 0.00201966 0.00307024 0.00273521 0.00259523 0.00303446 0.000361618 0.00222689 0.00280441 0.00276146 0.0009793 0.00307532 0.00310398 0.00286822 0.00281119 0.00285186
internal_weight=0 835 655 470 2062 200 180 2008 176 185 1832 142 1207 270 217 1127 106 114 625 573 133 1034 936 114 517 461
internal_count=2897 835 655 470 2062 200 180 2008 176 185 1832 142 1207 270 217 1127 106 114 625 573 133 1034 936 114 517 461
is_linear=0
shrinkage=0.0030485


Tree=3007
num_leaves=15
num_cat=0
split_feature=10 2 149 4 15 13 3 3 4 151 4 16 4 16
split_gain=2.14341 1.60373 1.65158 1.78556 1.07214 0.713512 0.795839 0.952506 1.58469 1.04423 0.711036 0.70859 0.729561 0.496564
threshold=0.057650000000000007 0.12681500000000004 0.077335000000000015 0.31392000000000003 -0.42075999999999997 0.25472500000000003 -0.15870999999999996 -0.087284999999999988 -0.10701499999999999 0.011180000000000001 0.42642000000000008 -0.15693499999999996 -0.0046399999999999992 0.41378500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 6 13 8 -8 -9 -5 -6 -13 -1
right_child=-2 4 -4 10 11 -7 7 9 -10 -11 -12 12 -14 -15
leaf_value=0.010981934946403893 -0.0028765415824017829 0.0060693458387371503 0.011345118895319277 -0.0027405035828701801 0.0034309950694777695 0.0010465770614577941 -0.0026653714066777125 0.0053398163327196485 0.0040124674189342671 0.00041949662562872645 0.0029737061438115482 0.00090895232462124046 -0.0047572162852281075 0.0054779647679352441
leaf_weight=52 67 61 56 70 69 81 64 1604 436 71 67 86 61 52
leaf_count=52 67 61 56 70 69 81 64 1604 436 71 67 86 61 52
internal_value=0 0.00429506 0.00460605 0.00445474 0.00142733 0.0047102 0.00484023 0.00467776 0.00315686 0.00513151 5.09473e-05 0.000114437 -0.00143944 0.00823402
internal_weight=0 2830 2553 2497 277 2360 2279 2175 500 1675 137 216 147 104
internal_count=2897 2830 2553 2497 277 2360 2279 2175 500 1675 137 216 147 104
is_linear=0
shrinkage=0.0396502


Tree=3008
num_leaves=30
num_cat=0
split_feature=1 1 12 12 4 1 4 47 12 1 43 3 12 13 15 1212 1 12 1 15 12 160 4 12 3 157 13 1212 13
split_gain=87.9359 14.1126 11.0392 8.90273 8.14279 6.17003 3.9772 3.48998 2.48088 1.84333 1.6951 1.62719 1.61009 1.54724 1.52842 1.468 1.30202 1.70757 1.34576 1.25474 1.0411 0.946273 0.890359 0.881555 0.76029 0.494793 0.487795 0.480119 0.277108
threshold=0.10910500000000002 0.12419000000000001 0.056995000000000011 0.088325000000000015 -0.17568999999999999 0.092485000000000026 0.053330000000000009 0.12171500000000002 0.11755500000000001 0.13662500000000002 -0.0005399999999999999 -0.005644999999999999 0.092605000000000007 -0.085234999999999991 -0.098139999999999991 0.087685000000000013 0.089245000000000005 0.095110000000000014 1.0000000180025095e-35 -0.42443999999999993 -0.0066799999999999993 -1.0000000180025095e-35 -0.082024999999999987 0.084735000000000019 -0.073614999999999986 -0.075644999999999976 -0.049204999999999992 0.092815000000000022 -0.088654999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 -1 14 8 9 10 -3 13 -7 28 22 -6 23 18 -18 24 -11 -16 -2 -4 -15 -12 -24 -14 -17 -8
right_child=1 7 6 -5 5 11 12 -9 -10 19 16 -13 26 15 20 27 17 -19 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30
leaf_value=0.0027732036869268254 0.0013412508068201799 0.00069253026770549548 0.0031466044795698421 0.0022094715714532772 0.0024871470043468799 0.00083951712283573498 0.0021778154183122391 0.0012137150166534789 0.0018882155496093549 0.0004729954866152896 0.0024619604210895439 0.0014912891044301969 0.0020105210711516088 0.0029131680077910606 0.0021922240049037449 0.0019753682829639534 0.0016606515139529778 0.0024032229056193061 0.0028496463413512823 -0.00011027116225480008 0.0016262509482961212 0.00082977074055376433 0.002947862101129049 0.002541319595771435 0.0020628078630396127 0.0026200181679001898 0.0016141872611995858 0.0023832193500894156 0.0024993832059899339
leaf_weight=83 56 86 55 102 58 63 52 53 61 59 187 91 67 69 57 53 52 72 71 90 72 95 62 709 63 181 57 63 58
leaf_count=83 56 86 55 102 58 63 52 53 61 59 187 91 67 69 57 53 52 72 71 90 72 95 62 709 63 181 57 63 58
internal_value=0 0.000963593 0.00235385 0.00149949 0.00189915 0.00168631 0.00245362 0.000492708 0.00250608 0.000329957 0.00252909 0.00122487 0.00207275 0.00259052 0.00206614 0.00252544 0.00236447 0.00209209 0.00246958 0.000120464 0.00187659 0.00101968 0.00278564 0.00257434 0.00236151 0.0027038 0.0018286 0.00219716 0.00234767
internal_weight=0 541 2356 253 424 341 1932 288 1698 235 1637 154 234 1192 187 894 445 124 321 149 129 151 298 778 250 243 124 116 110
internal_count=2897 541 2356 253 424 341 1932 288 1698 235 1637 154 234 1192 187 894 445 124 321 149 129 151 298 778 250 243 124 116 110
is_linear=0
shrinkage=0.00310948


Tree=3009
num_leaves=21
num_cat=0
split_feature=15 150 40 475 0 15 42 159 52 0 15 16 0 14 15 0 448 15 156 52
split_gain=22.7351 7.4987 5.0943 4.90845 3.75272 3.0998 1.84785 1.63563 1.39751 1.75936 2.3429 3.24748 1.66945 4.11503 1.60551 1.01026 0.969122 1.97317 0.957045 0.72565
threshold=-0.26361999999999991 0.089155000000000012 -0.012844999999999997 -0.077694999999999986 -0.22745499999999999 -0.43091499999999999 -1.0000000180025095e-35 0.10610000000000001 -0.5320649999999999 -0.077614999999999976 0.015700000000000002 0.066010000000000013 -0.11073999999999999 0.076450000000000004 0.091490000000000016 -0.068669999999999995 -0.037059999999999989 -0.076594999999999983 0.10203000000000002 -0.15201999999999996
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 6 -3 -4 7 -2 -1 18 12 11 -11 13 -10 -12 -8 -5 -18 -6 -14
right_child=1 3 4 16 8 -7 15 -9 9 10 14 -13 19 -15 -16 -17 17 -19 -20 -21
leaf_value=0.0012904840770300325 0.0018722324416721062 0.0021120169644730669 0.0012227641851517738 0.00073494009824616132 0.0024796463318542687 0.00022321438632490358 0.0014577271153927665 0.00065468009080880323 0.001432946570420663 0.0011642022603663253 0.0024061690795719355 0.0018290563896476723 0.0016760997910380544 0.0023603632267891203 0.0018566414751259315 0.0009175603817703046 0.00082031707281010841 0.0015747750059500599 0.001993901793728868 0.0020455808455286562
leaf_weight=95 54 57 73 58 75 65 68 67 146 112 65 196 55 68 256 67 64 71 85 1100
leaf_count=95 54 57 73 58 75 65 68 67 146 112 65 196 55 68 256 67 64 71 85 1100
internal_value=0 0.00182282 0.00187582 0.00130968 0.00191738 0.000797511 0.00138502 0.00102773 0.00194086 0.00191835 0.0017817 0.0015874 0.00198111 0.00172779 0.00196802 0.00118989 0.00107255 0.00121735 0.0022218 0.00202802
internal_weight=0 2670 2420 250 2231 227 189 162 2158 1998 629 308 1369 214 321 135 193 135 160 1155
internal_count=2897 2670 2420 250 2231 227 189 162 2158 1998 629 308 1369 214 321 135 193 135 160 1155
is_linear=0
shrinkage=0.00310948


Tree=3010
num_leaves=19
num_cat=0
split_feature=1 124 10 0 1 43 160 1 133 399 52 155 156 0 41 1 13 156
split_gain=3.16099 1.31165 0.696574 1.27577 0.656211 0.896022 0.63986 2.31755 1.29428 0.638167 0.544685 0.435642 1.54741 0.580765 0.776587 0.516648 0.209318 0.103474
threshold=0.12381000000000002 -0.048219999999999992 -0.063134999999999983 -0.033754999999999993 0.10868000000000001 -0.082439999999999986 -0.42353999999999997 0.082135000000000014 0.048240000000000005 0.10153500000000001 0.5128250000000002 0.083500000000000005 0.092820000000000014 -0.15127999999999997 0.075585000000000013 0.086165000000000005 -1.0000000180025095e-35 0.12126000000000002
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 16 5 -1 7 8 -3 10 11 13 -13 15 -15 -8 -4 -14
right_child=2 6 3 -5 -6 -7 9 -9 -10 -11 -12 12 17 14 -16 -17 -18 -19
leaf_value=0.0067082086343491177 -0.0043238602931131142 -0.0010560784071699909 -0.0023625407078891273 0.0058539679880740261 -0.0029264550088398066 -0.00077582235756766494 0.0053701916704377434 0.01366359123449032 0.0073220096658473391 0.0089986562515446938 9.5519435968018649e-05 0.012528417257273354 0.0051899398533441117 0.0042819963549394482 0.0083375690265228251 0.00057197294880399286 0.00081628140702471067 0.0027077500892691798
leaf_weight=52 60 56 102 63 56 62 57 62 78 53 53 52 56 1773 88 132 57 66
leaf_count=52 60 56 102 63 56 62 57 62 78 53 53 52 56 1773 88 132 57 66
internal_value=0 0.00438044 -0.000300119 0.000785355 0.000799682 0.00263401 0.00462125 0.00693428 0.00381737 0.00442648 0.00431986 0.00442033 0.00644669 0.00424811 0.00447401 0.00202143 -0.00122014 0.0038508
internal_weight=0 2696 282 222 170 114 2526 196 134 2330 2277 2224 174 2050 1861 189 159 122
internal_count=2978 2696 282 222 170 114 2526 196 134 2330 2277 2224 174 2050 1861 189 159 122
is_linear=0
shrinkage=0.0420771


Tree=3011
num_leaves=25
num_cat=0
split_feature=3 3 39 42 11 12 16 47 49 16 16 3 12 51 402 49 16 43 3 12 16 16 1213 1447
split_gain=35.692 14.3041 12.2699 6.43401 4.51026 3.70889 2.0265 3.17373 2.1054 1.93267 1.64447 1.33374 1.3322 1.48916 1.03708 0.970194 1.39259 0.877892 0.846468 0.695334 0.680942 0.658087 0.609537 0.569839
threshold=-0.063264999999999988 0.28833000000000003 0.0047850000000000011 -1.0000000180025095e-35 0.093845000000000026 0.023990000000000004 -0.5152199999999999 0.077735000000000012 -0.06017999999999999 -0.13800499999999996 -0.50942999999999994 -0.0088549999999999983 0.09253500000000002 0.07412500000000001 0.085200000000000012 0.011845000000000001 -0.041434999999999993 -0.0019849999999999994 -0.10067 0.087745000000000004 -0.10227499999999999 -0.024304999999999997 -0.07933999999999998 -0.086059999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 -4 5 -1 -2 8 -8 -5 -7 -11 13 17 18 16 -10 23 -14 -15 -3 -20 -19 -12
right_child=1 20 3 9 -6 10 7 -9 15 11 12 -13 14 19 -16 -17 -18 22 21 -21 -22 -23 -24 -25
leaf_value=0.0012930119752513228 0.0012495103327558412 0.00014374006854014115 0.0018590432511132429 0.00047129400968586011 0.0012688410653469836 0.0015073176036455702 0.0021638181023599383 0.0023254305915119855 0.0013001420797591721 0.00077117332667689213 0.0023573130657886963 0.0013343128500151171 0.0022043602094980212 0.0025634894094398349 0.0016128311078995909 0.0012610519836820247 0.0018432241927546747 0.0016281456143038694 0.0020076155886935682 0.0021368238116520341 0.00057031336770090859 0.0017937872840841842 0.0019756044137495608 0.0020699524999393563
leaf_weight=61 63 57 56 100 74 52 59 78 58 90 63 57 103 73 79 67 122 57 282 58 68 213 169 819
leaf_count=61 63 57 56 100 74 52 59 78 58 90 63 57 103 73 79 67 122 57 282 58 68 213 169 819
internal_value=0 0.00127606 0.00142602 0.000979503 0.0019666 0.00199203 0.00172862 0.00180714 0.00167493 0.000779968 0.00201368 0.000989742 0.00202741 0.0020837 0.00192434 0.00155803 0.0016684 0.00204926 0.00196544 0.00237482 0.000376041 0.00191567 0.00188811 0.00209051
internal_weight=0 875 750 303 2103 2029 447 384 306 247 1968 147 1916 1239 677 247 180 1108 598 131 125 495 226 882
internal_count=2978 875 750 303 2103 2029 447 384 306 247 1968 147 1916 1239 677 247 180 1108 598 131 125 495 226 882
is_linear=0
shrinkage=0.00287267


Tree=3012
num_leaves=27
num_cat=0
split_feature=4 3 3 43 3 39 42 13 4 3 4 15 14 43 42 13 4 4 151 15 43 3 151 15 13 4
split_gain=84.1103 31.5547 12.252 11.0584 5.20916 5.10481 3.52851 3.58591 3.25057 4.40957 2.8783 2.23496 2.07045 2.15916 1.09624 1.28958 1.78051 0.968294 0.901038 0.811036 0.801302 0.609994 0.541366 0.321445 0.301168 0.261622
threshold=0.31392000000000003 -0.055994999999999996 0.28833000000000003 -0.043004999999999995 0.31395500000000004 0.088025000000000006 -1.0000000180025095e-35 -0.014114999999999997 -0.082619999999999985 0.088880000000000015 0.046185000000000004 -0.43587999999999999 0.073890000000000011 -0.17773999999999998 0.091555000000000011 0.0083850000000000018 -0.47860499999999995 0.15641500000000003 -1.0000000180025095e-35 -0.065419999999999992 0.0055950000000000001 -0.080694999999999975 -0.085764999999999994 -0.088954999999999992 -0.063549999999999982 -0.4950449999999999
decision_type=2 2 2 2 2 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 11 -3 -8 25 20 12 -2 13 -1 15 22 -17 19 -13 23 -10 -16 -15 -12 -23 -5
right_child=4 2 -4 8 -6 -7 7 -9 9 -11 17 18 -14 14 21 16 -18 -19 -20 -21 -22 24 -24 -25 -26 -27
leaf_value=0.0021798231891845409 0.0016926337234931615 0.0020216324366987165 0.00059325842381546259 0.0028704029681638332 0 0.00040831803975555764 0.0016594149757007889 0.00069401870838879426 0.0026186039006984396 0.0016042821512219634 0.0021412381254463744 0.0012845410534789317 0.0031346022837124149 0.0025115769589841878 0.0022841412246283454 0.0029046429206194043 0.002250048216688835 0.0025451015403114303 0.00073629528761413789 0.0018648147526151883 0.0021613850968766109 0.0026177047215947746 0.0027397191827418198 0.0024652697902296456 0.0023635072515478233 0.0025611414212639858
leaf_weight=100 70 56 66 53 59 92 63 76 82 100 57 53 70 107 98 53 128 90 55 57 61 209 957 58 56 52
leaf_count=100 70 56 66 53 59 92 63 76 82 100 57 53 70 107 98 53 128 90 55 57 61 209 957 58 56 52
internal_value=0 0.00240707 0.00180988 0.0019577 0.000804654 0.000980453 0.00138751 0.0011318 0.00227712 0.00208668 0.00258533 0.00127598 0.00262855 0.00260779 0.00263439 0.00267687 0.0024419 0.00229193 0.00100564 0.00215927 0.00242379 0.00248861 0.00271681 0.00230494 0.00256411 0.00271755
internal_weight=0 2649 609 543 329 270 195 139 348 243 2040 178 1778 1708 1608 1245 181 262 108 172 143 363 1064 115 265 105
internal_count=2978 2649 609 543 329 270 195 139 348 243 2040 178 1778 1708 1608 1245 181 262 108 172 143 363 1064 115 265 105
is_linear=0
shrinkage=0.00298873


Tree=3013
num_leaves=14
num_cat=0
split_feature=1 124 11 2 131 13 2 40 1373 1429 48 52 4
split_gain=2.941 1.11515 1.05729 1.21458 0.836552 1.09483 0.723383 0.636636 0.589174 0.400809 0.51607 0.922752 0.919069
threshold=0.12448500000000001 -0.048219999999999992 0.093845000000000026 -0.080104999999999996 0.090820000000000012 -0.10667999999999998 0.13554000000000002 -0.080519999999999994 1.0000000180025095e-35 -0.086994999999999989 0.090730000000000019 -0.043914999999999989 -0.50139499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 5 -2 -7 -1 9 -5 12 -12 -11
right_child=4 2 -4 8 -6 6 -8 -9 -10 10 11 -13 -14
leaf_value=-0.0014367118903040733 -0.0065400332668273274 0.012865813945752064 -0.0011276964172255164 0.0093008306844462249 0.0056437185856597289 0.0042272521191995763 -0.0027773270706653642 0.0047096339411816469 0.010385465645767169 0.011187486719187173 0.0070735033030364866 0.00085778249099538613 0.0054332785277721313
leaf_weight=91 72 60 57 68 52 81 69 80 64 73 98 158 1955
leaf_count=91 72 60 57 68 52 81 69 80 64 73 98 158 1955
internal_value=0 0.00537019 0.00563559 0.00579151 -9.52567e-05 -0.00144194 0.00100157 0.00143563 0.0056156 0.00548558 0.00537176 0.00323934 0.00564067
internal_weight=0 2704 2533 2476 274 222 150 171 2416 2352 2284 256 2028
internal_count=2978 2704 2533 2476 274 222 150 171 2416 2352 2284 256 2028
is_linear=0
shrinkage=0.050286


Tree=3014
num_leaves=28
num_cat=0
split_feature=4 12 150 12 4 4 12 150 15 4 16 4 4 123 16 155 43 16 43 133 4 1209 159 159 12 15 16
split_gain=57.4285 19.1671 7.68036 3.70174 2.81793 2.67373 2.19764 2.16646 2.35121 3.43103 2.74136 1.94527 1.86773 1.70946 1.22001 1.15398 1.14778 1.10496 0.963547 0.871717 0.766838 0.635716 0.609916 0.799656 0.569919 0.343163 0.211438
threshold=0.31392000000000003 0.078120000000000009 0.08486500000000001 0.13332500000000003 -0.17568999999999999 -0.011209999999999999 0.09253500000000002 0.081245000000000026 -0.43091499999999999 0.51292000000000015 -0.45743999999999996 -0.0040999999999999986 0.032770000000000001 0.080635000000000012 0.0011450000000000004 0.097355000000000011 -0.066289999999999988 -0.078829999999999983 -0.14724999999999996 -0.037434999999999989 -0.062804999999999986 0.084395000000000012 0.10960000000000002 0.090550000000000005 0.098455000000000015 -0.065419999999999992 0.18078000000000002
decision_type=2 2 2 2 2 2 2 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 26 20 18 8 9 -2 -10 -4 14 17 19 16 -16 -7 -3 -8 -6 22 23 -20 -21 -14 -1
right_child=7 3 11 -5 5 13 12 -9 10 -11 -12 -13 25 -15 15 -17 -18 -19 21 24 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0022791390687425138 0.0016459823808583063 0.0029293718542168124 0.0014805764809288865 0.0016104367557915236 0.0016929544702700113 0.0025354730128058331 0.0028051059368178581 0.0013523194287002336 0.00088420296674752887 0.00061955067689419788 -0.00015605103164803699 0.00069956542185752393 0.0021565374526552371 0.0015592335423986756 0.002287076469306073 0.0025187490652569043 0.0016748347507345768 0.0019753022240718023 0.0025410869871862595 0.0022904283472591569 0.0011467633834848622 0.0022421312077832195 0.0021975991383063435 0.0029566794065002977 0.0025854032040622602 0.0018608189773318426 0.0025747245935517382
leaf_weight=54 53 66 67 55 53 66 90 74 52 96 54 67 99 57 77 83 56 86 1021 143 56 80 52 52 139 75 55
leaf_count=54 53 66 67 55 53 66 90 74 52 96 54 67 99 57 77 83 56 86 1021 143 56 80 52 52 139 75 55
internal_value=0 0.00229773 0.00176661 0.00244041 0.00197876 0.00182446 0.00246285 0.000864457 0.000722746 0.000984889 0.000353936 0.00109033 0.00232495 0.00203906 0.00241239 0.00221769 0.00202955 0.00221876 0.00254549 0.00252535 0.00141266 0.00252444 0.00254448 0.00256126 0.00243595 0.00202927 0.0024286
internal_weight=0 2649 561 2088 427 318 2033 329 255 149 106 134 762 209 588 216 133 152 1271 372 109 1205 1125 1073 282 174 109
internal_count=2978 2649 561 2088 427 318 2033 329 255 149 106 134 762 209 588 216 133 152 1271 372 109 1205 1125 1073 282 174 109
is_linear=0
shrinkage=0.0032351


Tree=3015
num_leaves=26
num_cat=0
split_feature=1 3 14 1 12 2 1 12 47 2 3 0 12 12 2 3 15 1 15 16 49 49 3 15 402
split_gain=62.6219 16.7604 7.80786 5.95981 5.89378 5.8766 4.46236 3.63217 2.61252 2.73717 2.19457 1.79331 2.04801 1.57299 2.84209 1.392 1.36908 1.15274 1.06457 1.00175 2.67482 0.686745 0.609335 0.56024 0.495826
threshold=0.10404000000000001 -0.069049999999999986 0.056865000000000006 0.14684500000000003 0.056995000000000011 0.11426500000000002 0.092755000000000018 0.11878500000000002 0.091930000000000012 0.13751000000000005 -1.0000000180025095e-35 -0.10114999999999998 0.090285000000000018 -1.0000000180025095e-35 -0.013084999999999998 -0.080884999999999985 -0.040119999999999996 0.11392000000000001 0.097415000000000015 0.11160500000000002 0.0065400000000000015 0.10269000000000002 -0.079634999999999997 -0.032519999999999993 0.089220000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 8 6 17 19 11 9 13 -8 15 22 14 -3 -6 21 -2 -18 20 23 -14 24 -1 -13
right_child=1 3 -4 -5 7 -7 10 -9 -10 -11 -12 12 16 -15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0023555622432472976 0.0029748966174034924 0.0017252126148582581 0.0036697212484037632 0.00042582391592110744 0.0020331466694042569 0.001555752823131032 0.0012743716665895846 0.0020012257380361445 0.0019690041728913517 0.00071258532169995396 0.0021847926496494398 0.0029063687719383074 0.0025984171925477473 0.0017612082866735402 0.00077895556363424335 0.0027625294380372901 0.0028905418917350694 0.0023971973325195785 0.0025739018600895417 0.0028738232410250404 0.0029694669742898277 0.0022217966596890658 0.0026429350129743854 0.001891987949888835 0.0031495434883525015
leaf_weight=54 76 62 87 79 58 70 52 65 70 70 60 740 159 96 72 53 316 71 176 70 59 77 84 58 104
leaf_count=54 76 62 87 79 58 70 52 65 70 70 60 740 159 96 72 53 316 71 176 70 59 77 84 58 104
internal_value=0 0.00159001 0.00271823 0.00123307 0.00268032 0.00232841 0.00229697 0.00275417 0.00140533 0.0012737 0.00176241 0.00278185 0.00280865 0.00144432 0.00121703 0.00238172 0.0026796 0.00269611 0.00277734 0.00254525 0.00241055 0.00247568 0.00290985 0.00211581 0.00293637
internal_weight=0 666 2272 449 2185 217 353 1832 370 300 112 1767 1656 230 134 111 728 147 492 241 171 236 928 112 844
internal_count=2938 666 2272 449 2185 217 353 1832 370 300 112 1767 1656 230 134 111 728 147 492 241 171 236 928 112 844
is_linear=0
shrinkage=0.0032351


Tree=3016
num_leaves=25
num_cat=0
split_feature=1 4 128 4 471 49 484 12 13 160 160 1 52 16 403 160 52 50 16 402 402 4 52 13
split_gain=1.7353 1.31157 1.13296 2.05957 0.867139 0.848457 1.1305 0.926132 1.81037 0.774468 0.691097 1.23427 1.27376 1.53906 0.786583 0.758128 0.830863 0.415828 0.635652 0.289808 0.749991 0.21228 0.191829 0.191115
threshold=0.091395000000000018 -0.39175499999999991 0.084370000000000014 -0.078549999999999995 0.088675000000000018 -0.079769999999999994 0.096890000000000018 -0.084509999999999988 -0.081124999999999989 0.0065900000000000012 -0.089744999999999978 0.081540000000000015 0.11916 -0.021919999999999999 -0.089149999999999993 -0.081594999999999987 0.11534500000000002 0.10803500000000001 1.0000000180025095e-35 -0.24216999999999997 -0.088779999999999984 -0.084044999999999995 0.084580000000000002 -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 2 2
left_child=4 -2 3 -3 10 -5 7 8 -7 -9 11 12 23 -14 19 -16 17 18 -17 -12 -21 -22 -23 -1
right_child=1 2 -4 5 -6 6 -8 9 -10 -11 14 -13 13 -15 15 16 -18 -19 -20 20 21 22 -24 -25
leaf_value=0.01092312798106118 0.0074013591848118565 -0.0051530416038878752 0.007379597189055666 -0.0010319319320250793 -0.00015141786133263254 0.0043308439002564397 -0.0025082974588128875 0.0038319292783251377 -0.0051881586550095067 0.0087739303372436107 0.0042336461473779178 0.012507462581685686 0.0063077019999651244 -0.0023530733841240076 0.00089858022702700836 0.0045054782516758167 0.00040303891554215726 0.0016691913422096651 0.006809123264104721 0.011769445455429624 0.0079019146345079092 0.006615661669446991 0.003199963597324921 0.0074412316379689099
leaf_weight=54 101 63 73 96 53 89 56 426 55 62 64 56 102 53 99 720 73 62 286 52 73 61 53 56
leaf_count=54 101 63 73 96 53 89 56 426 55 62 64 56 102 53 99 720 73 62 286 52 73 61 53 56
internal_value=0 0.00293688 0.00244628 0.00202058 0.00504364 0.00259759 0.00310468 0.00360273 0.000692055 0.00446071 0.00519159 0.00693623 0.00575725 0.00334343 0.00482835 0.00436692 0.00466747 0.00495854 0.00516083 0.00671525 0.00737793 0.00615441 0.00503152 0.00915453
internal_weight=0 1021 920 847 1917 784 688 632 144 488 1864 321 265 155 1543 1240 1141 1068 1006 303 239 187 114 110
internal_count=2938 1021 920 847 1917 784 688 632 144 488 1864 321 265 155 1543 1240 1141 1068 1006 303 239 187 114 110
is_linear=0
shrinkage=0.0412521


Tree=3017
num_leaves=30
num_cat=0
split_feature=4 3 3 3 42 13 14 3 0 4 16 132 4 3 0 16 14 42 4 3 52 0 3 4 4 133 3 16 16
split_gain=146.11 43.9256 15.9316 8.68616 10.5027 10.3747 5.84801 5.05627 4.75427 4.71832 2.75939 2.52291 3.1042 3.35837 2.51869 2.42227 2.63565 1.75246 1.70449 1.54921 0.966981 0.791268 0.87734 0.61189 0.582468 0.532166 0.522659 0.325891 0.292996
threshold=0.31392000000000003 -0.066229999999999997 0.28833000000000003 -0.0024599999999999995 -1.0000000180025095e-35 -0.026489999999999996 0.076450000000000004 0.143375 -0.076589999999999978 -0.029404999999999997 -0.055004999999999991 0.082230000000000011 -0.17568999999999999 -0.099169999999999994 -0.096849999999999978 -0.53592999999999991 -0.44847999999999993 0.09087000000000002 0.50944500000000004 -0.079634999999999997 0.042815000000000006 -0.085349999999999995 -0.082914999999999975 -0.022529999999999998 -0.051789999999999996 0.086975000000000011 0.10166000000000001 -0.063769999999999979 -0.070834999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 27 -6 8 15 14 26 -11 12 -10 -14 20 -2 -17 -15 -18 21 -1 23 -23 -16 -21 -7 -5 -3 -26
right_child=7 2 -4 9 5 25 -8 -9 11 10 -12 -13 13 17 19 16 18 -19 -20 24 -22 22 -24 -25 28 -27 -28 -29 -30
leaf_value=0.010263632985212363 0.0090315977755521734 0.010615867238769002 0.008447395116467183 0.011084647678700557 0.010003850818537862 0.0088161368883170072 0.011712075991494172 0.0076502701017979917 0.011095300808934755 0.010429342984609789 0.0096160235242269965 0.0099332870759931829 0.0097198118123383529 0.010925527241993077 0.011204576319828382 0.0089488483975197989 0.0076877840279559722 0.010413996763539445 0.0084366773655920341 0.010871462801160477 0.010749891347287779 0.010956550797806086 0.010631925132847508 0.010958728374901153 0.010734155319736786 0.0083576299550860034 0.010644592898972053 0.010256138920510031 0.010396780438158148
leaf_weight=86 79 54 68 70 96 57 66 75 96 99 71 66 52 101 204 54 53 203 71 97 84 385 113 239 52 52 52 66 77
leaf_count=86 79 54 68 70 96 57 66 75 96 99 71 66 52 101 204 54 53 203 71 97 84 385 113 239 52 52 52 66 77
internal_value=0 0.0105555 0.00987892 0.0100366 0.00968548 0.00925635 0.0107968 0.00836474 0.0107642 0.0104274 0.0100899 0.0105093 0.0105934 0.0104579 0.0108629 0.00857311 0.00836944 0.0105841 0.00811685 0.0109152 0.0105041 0.010972 0.010883 0.011072 0.0106784 0.0085977 0.0108974 0.0104183 0.010533
internal_weight=0 2606 685 617 325 205 1921 332 1855 292 170 518 452 356 1337 257 178 304 124 1167 170 941 498 443 226 109 122 120 129
internal_count=2938 2606 685 617 325 205 1921 332 1855 292 170 518 452 356 1337 257 178 304 124 1167 170 941 498 443 226 109 122 120 129
is_linear=0
shrinkage=0.00310948


Tree=3018
num_leaves=16
num_cat=0
split_feature=3 14 13 48 9 42 50 51 0 0 0 376 11 0 50
split_gain=1.67585 1.22372 1.16573 1.32338 0.994572 0.865526 0.803397 0.739483 0.736383 1.32802 0.913845 0.807059 0.978713 0.639761 0.364367
threshold=0.11269500000000002 0.073890000000000011 -0.11210999999999999 0.091045000000000015 -1.0000000180025095e-35 0.10732000000000001 0.08956500000000002 0.10446500000000002 -0.14104999999999998 -0.16926499999999997 -0.23028499999999999 0.076485000000000011 0.093845000000000026 -0.071379999999999985 0.10899000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 7 13 8 9 10 -6 12 -10 -7 -9
right_child=2 -3 -4 -5 5 6 -8 14 11 -11 -12 -13 -14 -15 -16
leaf_value=0.0011547370414806313 0.0068431924405086423 0.0098828885765873762 -0.001163501943826184 -0.00063289775176036261 0.0024425798775168806 -0.00030372502238689049 0.0067229804577676414 0.010882378378998064 0.0061155901054715097 -0.00077066269366797221 0.0092791439275199065 0.0011454188738331047 0.00080402891904136074 0.0041688618171389939 0.0069440465850108919
leaf_weight=77 101 93 90 52 57 85 79 55 1822 71 57 52 52 102 93
leaf_count=77 101 93 90 52 57 85 79 55 1822 71 57 52 52 102 93
internal_value=0 0.00558201 0.00227458 0.00429964 0.00542814 0.00555829 0.00349821 0.00580069 0.00561754 0.00331579 0.00586443 0.00583842 0.00596842 0.00213369 0.00841037
internal_weight=0 2695 243 153 2602 2525 266 2259 2111 185 114 1926 1874 187 148
internal_count=2938 2695 243 153 2602 2525 266 2259 2111 185 114 1926 1874 187 148
is_linear=0
shrinkage=0.0381105


Tree=3019
num_leaves=22
num_cat=0
split_feature=1 1 3 156 15 14 51 159 43 1 52 16 12 1454 1453 3 12 12 52 43 12
split_gain=1.29019 1.42865 0.933903 0.847796 0.89628 0.843591 0.741881 0.733612 1.05587 0.773385 1.7752 1.68639 1.72205 0.877721 0.762242 0.977777 0.337594 0.337079 0.322186 0.476385 0.233897
threshold=0.11392000000000001 0.11181500000000001 0.11878500000000002 0.10307000000000001 -0.065419999999999992 -0.24487499999999998 0.0064150000000000014 -0.085199999999999984 -0.025879999999999997 0.090540000000000023 -0.088174999999999989 -0.092484999999999984 0.091680000000000011 0.08141000000000001 -0.079499999999999987 0.085090000000000013 -0.085124999999999992 0.089135000000000006 0.13378000000000004 -0.079714999999999994 0.09253500000000002
decision_type=2 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 16 8 18 13 20 -12 -13 14 -9 -16 -7 -18 -1 -20 -11
right_child=3 -3 -4 -5 -6 6 -8 9 -10 10 11 12 -14 -15 15 -17 17 -19 19 -21 -22
leaf_value=0.0041273195621442183 -0.0020833170737559544 0.015552208388719561 -0.00061317283236014917 0.010130082459284739 -0.001869766367039221 0.0071010217780425079 0.010806463598487023 0.013695510152327397 0.015613899503721112 0.0074229472469111166 0.0081077741319814951 -0.0049260511033915357 0.0048168455545303957 0.00064161212871658032 0.0072619877178376488 0.00027611372156431424 -0.00042679204193909245 0.0053160739284023708 0.013038245813671721 0.0065228705173119884 0.011919438664153769
leaf_weight=59 52 54 52 52 95 62 60 52 63 75 97 119 98 63 1492 62 67 55 53 91 65
leaf_count=59 52 54 52 52 95 62 60 52 63 75 97 119 98 63 1492 62 67 55 53 91 65
internal_value=0 0.00678714 0.006593 0.00359649 0.00272608 0.00420307 0.00554517 0.0067501 0.0094494 0.00641162 0.00441619 0.0021411 -0.000523355 0.00695407 0.00720133 0.00698365 0.00382637 0.00215744 0.00753341 0.00892493 0.00951475
internal_weight=0 2495 2441 443 391 296 244 2389 266 2123 454 314 217 1669 1606 1554 184 122 203 144 140
internal_count=2938 2495 2441 443 391 296 244 2389 266 2123 454 314 217 1669 1606 1554 184 122 203 144 140
is_linear=0
shrinkage=0.0544312


Tree=3020
num_leaves=24
num_cat=0
split_feature=4 2 12 4 0 4 39 2 12 43 4 2 0 0 0 1375 0 49 403 4 43 15 4
split_gain=86.8902 23.3384 12.9655 5.3795 6.87167 4.11891 5.04148 3.74438 4.35077 2.8242 2.74263 2.53472 1.41316 1.40798 1.32004 1.16806 1.75255 1.06877 0.998129 0.810046 0.735541 0.544869 1.05756
threshold=0.31392000000000003 0.14253500000000002 -1.0000000180025095e-35 -0.065239999999999979 -0.099244999999999986 -0.0046399999999999992 0.087880000000000014 0.099845000000000003 0.087470000000000006 -0.083804999999999977 -0.50690499999999983 0.094155000000000016 0.055865000000000005 -0.079119999999999982 -0.18240499999999996 -0.092979999999999993 -0.15184499999999998 0.10470500000000001 -0.53824499999999997 -0.014854999999999998 -0.064539999999999986 -0.47612499999999996 0.50609000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 -1 13 -9 -2 -6 -7 18 15 -11 -5 -17 20 -12 -15 -10 -16 -23
right_child=9 -3 3 7 10 11 -8 8 17 14 12 -13 -14 19 21 16 -18 -19 -20 -21 -22 22 -24
leaf_value=0.00095539469184305705 0.00027221813560124525 0.00095279968797618139 0.003701029404950964 0.0022292486784323533 0.0033326740560014039 0.0027582055648997972 0.0021776638131100526 0.0014579769536445801 0.0027155203618050615 0.0014001766809518146 0.002359000838188908 0.0018764440562324938 0.0023174254138314276 0.0025867222480811915 0.00059500016499396981 0.0031855695955587959 0.0026561204266850702 0.0020444564426570413 0.0027707931207174808 0.0021545449119176074 0.0023089764440467689 0.00068078259143100953 0.0012132523005153467
leaf_weight=66 66 84 76 52 70 62 60 57 90 55 60 60 81 78 52 65 609 59 788 87 80 66 74
leaf_count=66 66 84 76 52 70 62 60 57 90 55 60 60 81 78 52 65 609 59 788 87 80 66 74
internal_value=0 0.00253396 0.00258707 0.00265996 0.00281612 0.00192504 0.00153769 0.00251731 0.00221308 0.000833095 0.00274877 0.00232482 0.00270474 0.00261493 0.000982833 0.00267304 0.00270723 0.00240089 0.0027417 0.00235904 0.0025244 0.000863112 0.000962463
internal_weight=0 2584 2500 2252 1075 248 126 1177 286 313 999 122 929 891 247 726 674 229 848 165 170 192 140
internal_count=2897 2584 2500 2252 1075 248 126 1177 286 313 999 122 929 891 247 726 674 229 848 165 170 192 140
is_linear=0
shrinkage=0.0030485


Tree=3021
num_leaves=13
num_cat=0
split_feature=9 9 48 48 457 2 1211 2 1447 0 159 42
split_gain=0.925679 0.851037 1.08419 0.846651 1.32381 1.0198 0.743129 1.35188 0.778939 0.722705 0.571735 0.392366
threshold=0.093040000000000012 -0.083879999999999996 -0.088899999999999993 -0.077289999999999984 0.094845000000000013 0.10859000000000001 1.0000000180025095e-35 0.086365000000000011 -0.080344999999999986 -0.074904999999999985 0.082420000000000007 0.093200000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 8 -8 -5 10 -7 -11
right_child=-2 2 3 4 -6 9 7 -9 -10 11 -12 -13
leaf_value=0.010395209123511771 -0.00079383541633303652 0.01107586102297374 -0.00014784297760981076 0.0024045304859169857 0.010495218015361962 0.0025408166179955662 0.0049802277163611417 0.013379893270909526 0.0053021184707053217 0.0030644753405396014 -0.0026049065673299913 0.0061907115138587114
leaf_weight=57 52 55 63 199 81 133 98 59 1719 191 60 130
leaf_count=57 52 55 63 199 81 133 98 59 1719 191 60 130
internal_value=0 0.00509238 0.0049838 0.00486103 0.00497939 0.00480664 0.00523938 0.00813977 0.00500173 0.00305877 0.000938688 0.00433201
internal_weight=0 2845 2788 2733 2670 2589 2075 157 1918 514 193 321
internal_count=2897 2845 2788 2733 2670 2589 2075 157 1918 514 193 321
is_linear=0
shrinkage=0.043777


Tree=3022
num_leaves=11
num_cat=0
split_feature=9 45 475 151 9 457 2 124 2 151
split_gain=0.640722 0.59043 0.589918 0.52199 0.679815 0.560744 0.888894 0.752875 0.674389 0.539596
threshold=0.093040000000000012 0.08179500000000002 0.036560000000000002 0.077805000000000013 -0.079919999999999977 0.087195000000000009 0.10859000000000001 -0.074959999999999985 -0.0050599999999999994 -0.081219999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -8 -6 -7
right_child=-2 -3 -4 -5 5 9 7 -9 -10 -11
leaf_value=0.010201086983043058 -0.00075840940703004859 0.010033721353247368 0.0090820648652504103 0.0081924738571192424 0.00050788479015774902 0.0097984998778820349 -0.0034227744557646551 0.0029449102620789404 0.0048800168541307722 0.0035065259639061592
leaf_weight=52 52 55 78 101 94 91 53 407 1858 56
leaf_count=52 52 55 78 101 94 91 53 407 1858 56
internal_value=0 0.00486535 0.00476327 0.00463886 0.00450119 0.00438516 0.00420088 0.00221008 0.00466975 0.00740521
internal_weight=0 2845 2790 2712 2611 2559 2412 460 1952 147
internal_count=2897 2845 2790 2712 2611 2559 2412 460 1952 147
is_linear=0
shrinkage=0.050286


Tree=3023
num_leaves=34
num_cat=0
split_feature=4 2 15 42 15 11 4 15 4 2 11 2 42 2 15 124 4 160 50 15 43 160 4 2 15 133 1213 42 484 15 15 15 155
split_gain=67.5991 17.4773 8.06846 4.96101 5.83027 4.50937 3.81793 4.13241 4.08287 3.37933 3.20085 2.95845 2.21175 1.95068 1.49936 0.889191 0.8914 0.870362 1.18097 0.857997 0.778445 0.613101 0.573071 1.08266 0.97718 0.549107 0.78126 0.56419 0.521459 0.477481 0.933109 0.209888 0.178125
threshold=0.31392000000000003 0.13388500000000003 0.037885000000000009 0.079335000000000003 -0.12776499999999999 1.0000000180025095e-35 -0.46195999999999998 -0.0070899999999999991 -0.022529999999999998 0.10362500000000001 0.077165000000000025 0.15305000000000002 0.089895000000000017 0.14073000000000005 0.13592500000000005 -0.080429999999999988 0.50214500000000006 -0.077459999999999987 0.092625000000000013 0.08759500000000002 -0.082949999999999982 1.0000000180025095e-35 -0.0072149999999999992 0.099845000000000003 -0.068309999999999996 0.024055000000000003 0.031805000000000007 0.087065000000000017 0.085845000000000019 0.085915000000000019 0.084785000000000013 -0.091554999999999984 0.11245500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 14 32 9 -9 -8 13 -3 17 15 19 -2 -17 18 28 29 21 -19 24 -24 -14 27 -27 -21 -5 30 -4 -22 -6
right_child=10 11 5 12 6 -7 7 8 -10 -11 -12 -13 22 -15 -16 16 -18 20 -20 25 31 -23 23 -25 -26 26 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.0030351029005117 0.00075422905741216143 0.0018811053847226293 0.0030876388693303891 0.0023214003610416128 0.0026225842107957522 0.0037269649799946689 0.0024534304113236036 0.0010446753858876603 0.0022385758799009442 0.0017788555554846643 0.0017859860145427637 0.00087764237253213316 0.0029848748211799268 0.00045584326892875605 0.0023311649945730881 0.0015067547373371066 0.00098881271672636851 0.0034354079387813393 0.003011576754956365 0.0030195164691520361 0.0029488371293589794 0.002968506105748094 0.0025845643001069993 0.0020446532304919849 0.0024051555799011392 0.0027817816968467883 0.0023507266759936972 0.0027636702520584533 0.0027373574779992922 0.0032090782608198 0.0026490718524007474 0.0026579565618430794 0.0028921314477356706
leaf_weight=103 58 69 138 68 56 62 263 65 52 105 52 52 53 67 55 62 74 52 79 175 52 67 93 64 68 218 54 184 58 91 78 57 53
leaf_count=103 58 69 138 68 56 62 263 65 52 105 52 52 53 67 55 62 74 52 79 175 52 67 93 64 68 218 54 184 58 91 78 57 53
internal_value=0 0.00262759 0.00268542 0.0025281 0.0023376 0.00289536 0.0022166 0.00209576 0.00157559 0.00226105 0.00106672 0.00145014 0.0027148 0.000923292 0.0028434 0.00108456 0.00122518 0.00285708 0.00270539 0.0028734 0.00299331 0.00317282 0.00249307 0.00236469 0.00265936 0.00280571 0.00269633 0.00288848 0.00251314 0.00301243 0.00292942 0.00279704 0.00275396
internal_weight=0 2584 2463 1408 697 1055 594 485 117 368 313 121 711 261 993 194 136 433 205 938 228 119 278 157 121 631 272 359 126 307 216 109 109
internal_count=2897 2584 2463 1408 697 1055 594 485 117 368 313 121 711 261 993 194 136 433 205 938 228 119 278 157 121 631 272 359 126 307 216 109 109
is_linear=0
shrinkage=0.00317166


Tree=3024
num_leaves=11
num_cat=0
split_feature=1 14 11 3 4 4 0 4 3 0
split_gain=1.07743 0.724223 0.727879 1.49031 1.17541 1.34205 0.874297 1.0576 0.746047 0.611723
threshold=0.14860500000000001 0.073890000000000011 0.080455000000000013 -0.15288999999999997 -0.35269999999999996 -0.10023999999999998 -0.032274999999999991 0.31392000000000003 -0.16574499999999995 0.048825000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 -6 7 -7 -4 -5
right_child=-2 -3 8 4 5 6 -8 -9 -10 -11
leaf_value=-0.0027666381485967023 -0.001396657061243603 0.0075994592859766801 0.0037561637587307313 0.011119926801972609 -0.002917134520404411 0.0039322846876131082 0.0093101172052319232 0.000352183256457244 0.010152119527602411 0.005196672310059788
leaf_weight=64 70 99 68 58 56 2126 52 164 67 73
leaf_count=64 70 99 68 58 56 2126 52 164 67 73
internal_value=0 0.0039887 0.0038575 0.00369716 0.00386091 0.0036443 0.00380138 0.00367609 0.00693385 0.00782268
internal_weight=0 2827 2728 2593 2529 2398 2342 2290 135 131
internal_count=2897 2827 2728 2593 2529 2398 2342 2290 135 131
is_linear=0
shrinkage=0.0429186


Tree=3025
num_leaves=28
num_cat=0
split_feature=4 12 14 13 2 0 43 0 43 12 3 12 52 42 2 402 0 2 2 0 474 4 42 0 52 13 43
split_gain=2.02071 2.15598 0.91658 1.1413 0.819071 1.82326 1.33036 1.26448 0.728334 1.22314 1.05695 2.15826 0.868294 0.83583 0.884035 0.696811 0.737219 0.937083 0.656409 0.63138 0.590403 0.533583 0.494485 0.48377 0.455808 0.40911 0.280537
threshold=0.31392000000000003 0.099170000000000022 -0.42227999999999993 -0.11279499999999999 0.08895500000000002 1.0000000180025095e-35 -0.15158499999999997 -0.195045 -0.085449999999999984 0.10082000000000001 -0.084604999999999986 0.089685000000000015 1.0000000180025095e-35 -0.036704999999999995 0.095105000000000009 0.10872000000000002 -0.099244999999999986 0.081935000000000022 0.098655000000000007 -0.17862999999999998 0.085475000000000009 -0.0073499999999999998 -0.015084999999999998 -0.088144999999999987 0.060690000000000008 -0.069749999999999993 -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
left_child=4 2 -2 -4 5 6 -1 -6 9 13 11 -10 18 -9 -15 16 17 -8 23 -5 22 -20 -18 -12 -14 -26 -22
right_child=1 -3 3 19 7 -7 15 8 10 -11 12 -13 24 14 -16 -17 20 -19 21 -21 26 -23 -24 -25 25 -27 -28
leaf_value=0.0094357922314406741 0.0066508806905300356 -0.0078820535489936439 0.0056376298163296548 0.0020659238769240333 -0.0033643106754174647 -0.0026867713525070688 0.011005982999594778 0.003799198813080407 -0.0073292234260727467 0.00042774783270436951 0.0070779372065857288 0.0031729421524560116 0.0082113784978132941 0.005566139256942171 0.013463664425281394 0.0081766595995398234 0.004975312375286766 0.004128342786613259 0.0025440027563448705 -0.0036432940533741914 0.0089390077302418103 -0.0016424412434467395 0.0027173226373002966 0.0019053096102720215 0.0024640069850553861 0.0057251730851853224 0.0044544606781642187
leaf_weight=100 53 53 55 56 58 65 60 88 57 75 58 98 59 53 52 80 240 94 106 98 52 119 708 79 146 139 52
leaf_count=100 53 53 55 56 58 65 60 88 57 75 58 98 59 53 52 80 240 94 106 98 52 119 708 79 146 139 52
internal_value=0 1.10045e-05 0.00160944 0.000328797 0.00364942 0.00433401 0.00466359 0.00281218 0.00312989 0.00508545 0.00252066 -0.000686189 0.00322536 0.00689307 0.00948166 0.00429215 0.00403409 0.00681092 0.00175611 -0.00156424 0.00362716 0.000327803 0.00328945 0.00409853 0.00477015 0.00405615 0.00670114
internal_weight=0 315 262 209 2638 1451 1386 1187 1129 268 861 155 706 193 105 1286 1206 154 362 154 1052 225 948 137 344 285 104
internal_count=2953 315 262 209 2638 1451 1386 1187 1129 268 861 155 706 193 105 1286 1206 154 362 154 1052 225 948 137 344 285 104
is_linear=0
shrinkage=0.0429186


Tree=3026
num_leaves=31
num_cat=0
split_feature=1 3 2 2 1 2 2 2 49 11 2 13 160 43 3 1 12 3 49 49 480 1 3 1 12 3 49 1 50 131
split_gain=67.0062 14.1421 7.24204 5.29629 5.79173 4.44521 5.76811 5.65646 3.66464 2.79291 2.69066 2.61345 1.80934 1.33146 1.06963 0.933101 1.58927 0.845286 0.822518 0.859722 0.758448 0.746795 0.734076 0.649372 0.566018 0.504311 0.500008 0.415152 0.366091 0.302349
threshold=0.10331000000000003 -0.049204999999999992 0.11426500000000002 0.123795 0.090540000000000023 0.17553000000000005 -1.0000000180025095e-35 0.10633000000000002 -0.010424999999999999 1.0000000180025095e-35 0.08895500000000002 -0.0040999999999999986 -0.079389999999999974 -0.0011349999999999999 -0.079574999999999993 0.08413000000000001 0.082165000000000016 -0.078254999999999977 0.097940000000000013 -0.053239999999999996 0.081520000000000023 0.088965000000000002 -0.07298499999999998 0.12466500000000001 0.10125500000000003 0.12168500000000002 0.11308500000000002 0.096315000000000026 0.083090000000000011 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 24 4 9 6 -3 -8 -6 10 15 23 -10 18 -15 16 -1 -14 19 -12 -18 28 -16 -9 29 -13 -20 -19 -17 -2
right_child=1 5 -4 -5 8 -7 7 11 12 -11 13 25 17 14 22 21 20 27 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0034558406001903635 0.0028191231354137611 0.00089367876389925588 0.0014501952454377752 0.0019636931871757635 0.0018659933246786106 0.00058932386682007296 0.0025604197609479652 0.0014303999829663222 0.0021293875016351492 0.0033432550535875882 0.0025005264372305507 0.001645255447201498 0.0025151680167210446 0.002167462754485061 0.002929705630274778 0.0025162956801294293 0.002906224035753652 0.0030635235067178715 0.002364648151077153 0.002903297673408699 0.0032414174401672428 0.0030086868344422922 0.0025243952539873459 0.00099815591470194345 0.0023427067433542384 0.0020510823814868778 0.0027534127971436438 0.0027055797795782033 0.0028072155806544343 0.0025135105356472879
leaf_weight=56 67 99 69 70 76 52 55 61 57 94 54 55 97 57 52 87 614 60 57 340 66 74 162 60 67 53 61 57 71 53
leaf_count=56 67 99 69 70 76 52 55 61 57 94 54 55 97 57 52 87 614 60 57 340 66 74 162 60 67 53 61 57 71 53
internal_value=0 0.00171594 0.00226256 0.00275862 0.00278399 0.00139418 0.00150338 0.0017158 0.00243607 0.00284941 0.00282288 0.00151281 0.00259583 0.00269466 0.00252732 0.00292656 0.00297819 0.00271992 0.00278318 0.00284817 0.0029388 0.00276265 0.00262303 0.00121632 0.00256215 0.0018447 0.00256588 0.00288941 0.00264722 0.00268441
internal_weight=0 691 256 2262 2192 435 383 284 347 1845 1751 229 271 783 271 968 736 214 512 394 680 232 214 121 187 108 118 117 158 120
internal_count=2953 691 256 2262 2192 435 383 284 347 1845 1751 229 271 783 271 968 736 214 512 394 680 232 214 121 187 108 118 117 158 120
is_linear=0
shrinkage=0.00293013


Tree=3027
num_leaves=20
num_cat=0
split_feature=4 2 3 150 376 0 150 15 1186 4 15 47 2 15 2 52 4 156 2
split_gain=44.7885 18.834 5.66362 4.50089 3.4215 3.0293 2.22608 2.33782 2.17931 2.44818 1.89515 1.58397 1.47567 2.15079 1.45476 1.23007 1.32633 0.748105 0.378449
threshold=0.31392000000000003 0.13447000000000003 -0.072649999999999978 0.085845000000000019 0.048375000000000008 -0.14534499999999997 0.081245000000000026 -0.43091499999999999 0.08426500000000002 0.061295000000000009 -0.50173499999999993 0.11114000000000002 0.10523 -0.0039399999999999991 0.14870000000000003 -0.085009999999999988 -9.4999999999999992e-05 -0.0011799999999999998 0.09141500000000001
decision_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 12 -1 7 10 9 11 -2 17 15 -14 -3 -4 -17 -7 -11
right_child=6 14 3 -5 -6 8 -8 -9 -10 18 -12 -13 13 -15 -16 16 -18 -19 -20
leaf_value=0.0029449929325361403 0.00071707067351061684 0.0014159060504068744 0.0025857956064356982 0.0013811671318569919 0.0014780965673938896 0.0026274463119273631 0.0014048696692158772 0.00045215977260393655 0.0016810528978913318 0.0017206176455144362 0.0014332713504933326 0.0018438192317678768 0.0015294595743770515 0.0023077467839511122 0.00075805538296911052 0.0019451166558774129 0.0023692770210050579 0.0023463193330796259 0.0020524311863893961
leaf_weight=69 71 54 93 97 74 96 77 100 53 55 67 57 69 64 75 126 154 1419 83
leaf_count=69 71 54 93 97 74 96 77 100 53 55 67 57 69 64 75 126 154 1419 83
internal_value=0 0.00217015 0.00222857 0.00198997 0.00209173 0.00231673 0.000953745 0.000807657 0.00229212 0.00231104 0.00106503 0.00234531 0.00218141 0.00190422 0.00103369 0.00228015 0.00217852 0.00236415 0.00192042
internal_weight=0 2638 2509 677 580 1832 315 238 1763 1710 138 1572 506 133 129 373 280 1515 138
internal_count=2953 2638 2509 677 580 1832 315 238 1763 1710 138 1572 506 133 129 373 280 1515 138
is_linear=0
shrinkage=0.0030485


Tree=3028
num_leaves=18
num_cat=0
split_feature=4 12 150 14 403 402 1186 149 160 150 474 49 3 12 13 403 12
split_gain=1.87282 1.47913 1.14391 0.921729 0.686817 1.20671 0.893941 0.690946 0.719782 0.740398 1.05793 0.837884 0.839894 0.485136 0.466574 0.365133 0.257211
threshold=0.31392000000000003 0.099170000000000022 0.081245000000000026 -0.38100999999999996 -0.088654999999999984 0.050140000000000011 0.085230000000000014 0.078320000000000015 -0.53327999999999987 0.08926000000000002 0.083685000000000023 0.14321000000000003 0.110335 0.10134500000000002 -0.012064999999999998 -0.15127999999999997 0.092605000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 13 7 8 -6 11 -11 12 -10 15 -5 16 -1
right_child=1 -3 -4 14 6 -7 -8 -9 9 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.00028033953122445337 0.0055095697008193589 -0.0068936960862206386 0.0078661403115809075 0.00030116574915126868 0.00020461727137195313 0.011845045416915011 -0.0020683252388502696 -0.00098421857182228616 0.0050141647037338548 -0.0019885072400964718 0.0058805404353982184 -0.00061161693439350121 0.0099042378815770403 0.0090635126560577699 -0.0055838629442180807 0.0067087333144877125 0.004409180301261242
leaf_weight=65 58 53 64 88 87 83 52 55 1750 90 77 61 90 60 52 83 85
leaf_count=65 58 53 64 88 87 83 52 55 1750 90 77 61 90 60 52 83 85
internal_value=0 0.000615123 0.00213609 0.000281297 0.00463901 0.00659277 0.00431401 0.00446442 0.00460372 0.00478854 0.00163658 0.00506516 0.00525364 0.00510313 -0.00188094 0.00408103 0.00262352
internal_weight=0 315 262 198 2638 376 2262 2210 2155 2068 167 1901 1840 293 140 233 150
internal_count=2953 315 262 198 2638 376 2262 2210 2155 2068 167 1901 1840 293 140 233 150
is_linear=0
shrinkage=0.0493


Tree=3029
num_leaves=31
num_cat=0
split_feature=1 3 10 4 1 49 30 13 157 3 3 11 1213 4 11 16 156 13 3 1 16 15 15 133 16 16 13 3 15 133
split_gain=56.5955 13.171 7.89865 6.99247 5.09193 3.98481 3.30547 2.8829 2.24439 1.82881 1.5777 1.18997 1.15754 1.96791 2.28757 1.79833 0.949798 0.829871 0.828961 0.81287 0.907378 0.784396 0.609721 1.12072 0.59369 0.662609 0.53426 0.385264 0.365081 0.274562
threshold=0.10290000000000001 -0.049204999999999992 -0.089679999999999982 0.41939500000000002 0.090540000000000023 -0.046739999999999997 0.086055000000000006 -0.052719999999999996 -1.0000000180025095e-35 -0.07298499999999998 -0.0048549999999999991 0.084110000000000004 0.030480000000000004 -0.16236499999999995 1.0000000180025095e-35 -0.014129999999999998 0.083125000000000018 -0.074869999999999978 -0.076514999999999986 0.082535000000000011 0.15273500000000004 -0.41956999999999994 0.080895000000000009 -0.082834999999999978 0.0048000000000000013 0.08215500000000002 -0.092844999999999997 -0.080884999999999985 -0.074729999999999977 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 2 2 2 2 2 2 2
left_child=4 3 -3 11 9 -6 7 21 -7 12 -9 27 13 -1 24 29 19 -10 -19 20 22 -4 23 -11 26 -26 -15 -2 -12 -14
right_child=1 2 6 -5 5 8 -8 10 17 16 28 -13 15 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0020635585055146805 0.0019775979204327506 1.0445907863824637e-05 0.0014217635603324568 0.0010309868952589774 0.0014513963123659658 0.0017459436417055234 0.000613259555193469 0.0012879205424290037 0.002229150950855064 0.002339789364572172 0.0017170997355657016 0.0026987981428830822 0.0028043354414995221 0.0024108412770964291 0.0032313359808627379 0.0033872994760888093 0.0027354714422395373 0.002438905920272749 0.0029463336044033036 0.0019754245496099916 0.0020351339493904089 0.00093601069650454721 0.0022894883395884885 0.0029180496146187832 0.0021555317336243301 0.0025650864115661027 0.0026718687447671056 0.0023149944145352021 0.0020666800709170578 0.0025194066948664869
leaf_weight=62 61 52 53 52 62 52 56 61 85 68 56 63 103 90 64 52 76 88 53 53 54 93 89 69 55 157 864 84 70 56
leaf_count=62 61 52 53 52 62 52 56 61 85 68 56 63 103 90 64 52 76 88 53 53 54 93 89 69 55 157 864 84 70 56
internal_value=0 0.00150605 0.00117206 0.00207242 0.00253816 0.00217991 0.00132726 0.00144723 0.00234226 0.00260185 0.00170832 0.00233262 0.00265325 0.00261738 0.00264527 0.0028727 0.0024129 0.00247931 0.00262988 0.00233918 0.00240791 0.00111258 0.00249683 0.00263128 0.00261307 0.00245899 0.00264728 0.00217329 0.00191158 0.0027042
internal_weight=0 701 441 260 2252 340 389 333 278 1912 187 208 1503 1292 1230 211 409 226 141 333 280 146 226 137 1166 212 954 145 126 159
internal_count=2953 701 441 260 2252 340 389 333 278 1912 187 208 1503 1292 1230 211 409 226 141 333 280 146 226 137 1166 212 954 145 126 159
is_linear=0
shrinkage=0.00317166


Tree=3030
num_leaves=24
num_cat=0
split_feature=3 2 4 4 43 3 2 14 43 49 2 43 4 156 15 15 159 157 2 43 4 15 16
split_gain=103.955 36.0728 19.1469 17.5557 8.29 10.6195 7.56634 6.33459 4.1397 4.13524 5.65462 3.42488 3.28568 2.38789 1.81996 2.19876 1.67338 1.36069 1.34673 0.960868 1.20193 0.609696 0.592833
threshold=-0.063264999999999988 0.14132000000000003 0.31392000000000003 0.31392000000000003 -0.041049999999999996 0.25089000000000006 0.16993500000000003 0.076450000000000004 -0.090869999999999992 -0.054684999999999991 0.091235000000000024 -0.049999999999999996 0.049545000000000006 0.093155000000000002 0.025430000000000005 -0.015539999999999998 0.085035000000000013 -0.10835999999999998 0.085005000000000011 -0.15326499999999996 -0.44205499999999992 0.037885000000000009 -0.11807499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 8 13 -3 9 -2 10 -1 -4 17 14 15 -6 22 -11 -10 21 -21 -19 -14
right_child=1 6 11 -5 5 -7 -8 -9 18 12 -12 -13 16 -15 -16 -17 -18 19 -20 20 -22 -23 -24
leaf_value=0.0026053760394742771 0.001965704017014961 0.00046002217072342296 5.4676728191390755e-05 0.0011937048923311249 0.0022984741710538031 0.00081208487909192959 -0.00099680955215164773 0.0036178573612059115 0.00056539772076436207 0.0023028224049108136 0.0013173387512202994 0.0010064561999918104 0.0023549616348496338 0.0029490337586644978 0.0027486174971756627 0.0015901453455087339 0.0027075772703440562 0.002205381360220999 0.0012688835770403931 0.0032139267069486552 0.0027400852431431035 0.0026558070485416634 0.0019234790466351242
leaf_weight=89 58 87 66 86 150 53 61 67 55 78 56 90 53 55 53 63 65 53 55 57 1345 75 86
leaf_count=89 58 87 66 86 150 53 61 67 55 78 56 90 53 55 53 63 65 53 55 57 1345 75 86
internal_value=0 0.00128188 0.00158346 0.00259792 0.00186531 0.00212834 -0.0001402 0.00265756 0.00127955 0.00262467 0.00210816 0.000603997 0.00266598 0.00234556 0.00222066 0.00208913 0.00228575 0.0027142 0.000917449 0.00273515 0.00275937 0.00246957 0.00208824
internal_weight=0 846 698 2110 542 374 148 2024 168 1957 145 156 1812 321 266 213 204 1608 110 1530 1402 128 139
internal_count=2956 846 698 2110 542 374 148 2024 168 1957 145 156 1812 321 266 213 204 1608 110 1530 1402 128 139
is_linear=0
shrinkage=0.00317166


Tree=3031
num_leaves=22
num_cat=0
split_feature=39 4 16 0 157 4 0 4 160 159 12 0 49 16 16 393 1446 3 159 0 4
split_gain=1.76316 0.681626 1.37483 1.21991 1.13731 0.963439 0.845045 1.49835 1.66885 0.744008 0.588534 0.634256 0.579768 0.48635 0.476855 0.498566 0.538803 0.447995 0.45322 0.418072 0.394435
threshold=0.091635000000000008 0.032770000000000001 -0.44388499999999992 -0.046614999999999997 -0.10835999999999998 0.010535000000000001 -0.12368999999999998 -0.032169999999999997 0.081025000000000014 0.085345000000000018 0.083310000000000009 -0.071879999999999986 -0.044559999999999995 -0.11807499999999999 -0.11082499999999999 0.10340000000000001 0.088645000000000015 0.090170000000000014 0.084780000000000008 -0.067969999999999989 -0.041239999999999992
decision_type=2 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 9 20 6 7 -6 -9 10 -4 13 -3 -12 -8 16 -16 18 -14 -2 -1
right_child=19 2 3 -5 5 -7 14 8 -10 -11 11 -13 17 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=0.0025551976883335954 0.0015393588189867415 0.0020303184536886666 0.003973936983911624 -0.0053750895796914593 0.0062985402695322941 0.010523541889686993 0.0079406747260055283 -0.0075205902082244669 0.0036818487116065507 0.0061833650242635804 0.00048907530145791554 0.0030542458290744559 0.0078803231824837883 -0.0053681033211738739 0.0042268563807424456 0.0086980545549021245 0.008012031510174742 0.010054767513617772 0.0022072949759418163 -0.0028240661104434453 -0.0028919276260820164
leaf_weight=53 87 76 84 52 76 53 87 53 53 67 54 62 58 59 1596 56 79 55 55 88 53
leaf_count=53 87 76 84 52 76 53 87 53 53 67 54 62 58 59 1596 56 79 55 55 88 53
internal_value=0 0.00396647 0.00266207 0.000973871 0.00434204 0.00457492 0.00441704 0.00151228 -0.00191487 0.00198805 0.000900937 -0.00057138 0.00527544 -0.00256488 0.00470758 0.00454481 0.00440567 0.00674063 0.00512333 -0.000652097 -0.000163868
internal_weight=0 2781 622 378 2159 2053 2000 182 106 326 259 175 244 113 1818 1731 1675 168 113 175 106
internal_count=2956 2781 622 378 2159 2053 2000 182 106 326 259 175 244 113 1818 1731 1675 168 113 175 106
is_linear=0
shrinkage=0.0446525


Tree=3032
num_leaves=17
num_cat=0
split_feature=1 40 9 1 1 40 40 13 13 40 1213 49 49 160 3 3
split_gain=1.77063 0.882308 0.656976 0.864926 0.785954 0.744267 0.620281 0.615292 0.562976 0.654375 0.614078 0.568738 0.54165 0.550841 0.419384 0.412636
threshold=0.15099500000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.11156000000000001 0.11477000000000001 -0.034699999999999988 -0.078654999999999989 -0.10939499999999998 -0.088854999999999976 -0.082804999999999976 -0.097649999999999987 0.14013000000000003 0.0026050000000000001 -0.066074999999999981 -0.075404999999999986 -0.07934999999999999
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 -6 -7 12 -10 -11 -12 13 -1 -9 -15
right_child=-2 -3 -4 4 5 7 -8 14 9 10 11 -13 -14 15 -16 -17
leaf_value=-0.0027992128794386531 -0.0048633088276256904 -0.0019443010081465874 0.007349095913787968 -0.003637827550365296 0.0027187989347975151 -0.00029822652617594061 -0.0044284097307009411 0.0028207702647680705 0.0093005148325714746 0.0078530477262804474 0.0035909769060665517 0.0086237424349981471 0.0064127337669647889 0.00070841119950434592 0.0080052496878247302 0.0049246649991382448
leaf_weight=62 59 67 99 61 54 54 55 65 52 85 1836 52 52 144 77 82
leaf_count=62 59 67 99 61 54 54 55 65 52 85 1836 52 52 144 77 82
internal_value=0 0.00342532 0.00355263 0.00341482 0.0012691 0.00225214 -0.00088295 0.00399821 0.00374667 0.00404648 0.00390775 0.00372986 0.00195956 0.00115376 0.00563564 0.00224044
internal_weight=0 2897 2830 2731 366 305 109 196 2365 2025 1973 1888 340 288 142 226
internal_count=2956 2897 2830 2731 366 305 109 196 2365 2025 1973 1888 340 288 142 226
is_linear=0
shrinkage=0.0473856


Tree=3033
num_leaves=22
num_cat=0
split_feature=1 123 150 1 14 15 2 2 52 1 15 15 2 16 1 2 4 15 2 2 13
split_gain=56.8054 14.2789 7.42961 6.6011 5.36114 5.34907 4.28353 4.16838 3.1902 3.21534 3.16813 2.73651 1.91727 1.78827 1.51504 3.31864 1.5124 1.33481 0.932506 0.269018 0.247552
threshold=0.12313000000000002 0.080635000000000012 0.082085000000000019 0.088860000000000008 0.076450000000000004 -0.083859999999999976 0.092320000000000013 0.16993500000000003 -0.45635499999999996 0.10609 -0.19153499999999998 -0.19153499999999998 0.10556500000000001 -0.062279999999999995 0.077690000000000023 0.083525000000000002 0.05864500000000001 -0.43587999999999999 0.084725000000000009 0.087925000000000017 -0.0032799999999999995
decision_type=2 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 6 -5 10 11 20 13 -1 17 -3 -10 18 -16 -13 -2 -12 -4 -8
right_child=7 12 3 5 -6 -7 8 -9 9 -11 14 16 -14 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=0.0033795588233265284 0.0011023471264921837 0.0017594552081007565 0.0023248423648709981 0.00076590455723764923 0.0033365460135973517 0.0020327379478064398 0.0025703969517356642 0.00017590175004679579 0.0024905101153085002 0.0016181446628092898 0.0028608374731774384 0.001102813817577309 0.0010256300230837043 0.0021280570629939942 0.0025322161255098294 0.0017020326583009726 0.0018495659990038181 0.00043198756246621753 0.002605793071934225 0.0026156968891866599 0.0028571646381107133
leaf_weight=52 66 90 66 59 81 78 52 58 268 79 195 53 60 285 494 54 57 55 597 70 87
leaf_count=52 66 90 66 59 81 78 52 58 268 79 195 53 60 285 494 54 57 55 597 70 87
internal_value=0 0.00241735 0.00247402 0.00197942 0.00253418 0.00148741 0.00250412 0.000936769 0.00231408 0.00221812 0.00260935 0.00112766 0.00146615 0.00230377 0.00257944 0.00245047 0.00149008 0.000797918 0.00266863 0.0024748 0.00275013
internal_weight=0 2667 2517 273 2244 137 2163 289 771 632 1392 231 150 553 1340 548 110 121 792 136 139
internal_count=2956 2667 2517 273 2244 137 2163 289 771 632 1392 231 150 553 1340 548 110 121 792 136 139
is_linear=0
shrinkage=0.00317166


Tree=3034
num_leaves=31
num_cat=0
split_feature=1 1 150 3 3 49 1 14 3 133 52 3 2 2 1 42 49 13 2 2 3 42 52 13 3 13 13 42 42 3
split_gain=48.3323 11.185 9.4773 5.72805 3.94654 3.45788 3.04106 2.39733 1.97564 1.81354 1.56106 1.53839 1.46177 1.26244 1.63373 1.09135 1.02849 1.00187 0.958354 0.830071 0.92418 0.809804 0.565522 0.54105 0.539871 0.526899 1.00176 0.789961 0.118805 0.109092
threshold=0.12313000000000002 0.092845000000000025 0.083205000000000015 -0.047774999999999991 -1.0000000180025095e-35 -0.070754999999999985 0.15190500000000004 0.080670000000000006 -0.071369999999999975 -0.010344999999999998 0.056265000000000009 -0.12077499999999998 0.10869000000000002 0.087665000000000007 0.077020000000000019 0.086510000000000017 0.10247500000000002 0.069860000000000019 0.13084500000000002 0.084145000000000011 -0.090439999999999979 0.087170000000000011 0.095185000000000006 0.18622000000000002 -0.095789999999999986 -0.083274999999999988 -0.087479999999999988 0.10045500000000002 0.095670000000000019 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 9 -5 -4 10 8 15 -3 18 -11 -6 -10 16 17 22 19 -2 20 -1 -17 -15 -19 -21 26 -23 -27 29 -13
right_child=6 2 5 4 12 -7 -8 -9 13 11 -12 28 -14 14 -16 21 -18 23 -20 24 -22 25 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0030887774658262773 0.0012231016690533074 0.0018959304548100851 0.0016990227660305048 0.0010975838522410825 0.0024452474120636911 0.00076571690431436487 0.00031516547153362579 0.0030368610034266041 0.0025399204851563662 0.0028089578835130812 0.0015819141084736964 0.0023638304424270797 0.0017322452394215515 0.0024588746315217665 0.0016177117521543893 0.0019769805773846784 0.0018263099512968257 0.0020169848041550311 0.00076445580195390523 0.0022284730460265991 0.0026049947007502983 0.002328424359197685 0.0020967284629456397 0.0024384496425473388 0.0025322731048133072 0.0022007557992370129 0.0027674626866567922 0.0025268101543387184 0.0024292876862232471 0.0021496034981728527
leaf_weight=53 84 58 87 65 52 69 56 60 83 102 55 52 61 116 55 53 52 54 94 65 147 126 68 69 571 228 86 108 74 53
leaf_count=53 84 58 87 65 52 69 56 60 83 102 55 52 61 116 55 53 52 54 94 65 147 126 68 69 571 228 86 108 74 53
internal_value=0 0.00230557 0.0019587 0.00216149 0.00170915 0.00128643 0.000966621 0.00242263 0.00240356 0.0023989 0.00112305 0.00250259 0.00206065 0.00219972 0.00210257 0.0024524 0.00221543 0.00251799 0.000981082 0.00255684 0.00273336 0.00234769 0.00232522 0.00225369 0.00250128 0.00238349 0.00250668 0.00230566 0.00232783 0.00225601
internal_weight=0 2667 673 517 178 156 289 1994 1934 339 233 281 113 374 291 1560 236 959 178 836 200 601 184 123 636 548 212 336 179 105
internal_count=2956 2667 673 517 178 156 289 1994 1934 339 233 281 113 374 291 1560 236 959 178 836 200 601 184 123 636 548 212 336 179 105
is_linear=0
shrinkage=0.00310948


Tree=3035
num_leaves=18
num_cat=0
split_feature=4 2 2 9 3 2 15 3 49 49 160 1452 4 4 13 11 159
split_gain=38.7391 15.5721 5.50047 4.81791 4.75034 3.63165 2.46941 2.48782 2.1158 2.90702 1.70758 1.67525 1.40097 1.1645 1.63778 1.00522 0.898018
threshold=0.31392000000000003 0.14132000000000003 -0.0098549999999999974 0.084755000000000011 0.11269500000000002 0.092250000000000013 -0.46483499999999994 -0.082634999999999986 -0.089614999999999986 -0.013329999999999998 1.0000000180025095e-35 0.086470000000000005 0.44128500000000004 0.0060300000000000015 -0.010424999999999999 0.07585500000000002 0.10557000000000001
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 11 16 -8 -7 -10 -11 13 -9 15 -15 -4 -2
right_child=6 -3 4 -5 -6 8 7 12 9 10 -12 -13 -14 14 -16 -17 -18
leaf_value=0.00057443346670062385 0.0013130386340629223 0.00054107862512795348 0.0021081540466207061 0.0019098727310614251 0.0012714064552670609 0.0024767108703698361 0.00096573551183364655 0.00049842319048658159 0.0010386648466603977 0.0017608184483220769 0.002166616837364009 0.0026747182486974207 -0.00019930896838764845 0.0015678385789155299 0.0022805842025776491 0.0025590543145004737 0.00073659419197057618
leaf_weight=57 69 87 1282 61 95 53 70 71 52 514 146 57 56 99 55 57 52
leaf_count=57 69 87 1282 61 95 53 70 71 52 514 146 57 56 99 55 57 52
internal_value=0 0.00191427 0.00196151 0.00126509 0.0019956 0.0020253 0.000694344 0.000466133 0.00183891 0.00179139 0.00185064 0.00211727 0.000190484 0.00209596 0.00182262 0.00212737 0.0010656
internal_weight=0 2615 2528 118 2410 2315 318 197 765 712 660 1550 127 1493 154 1339 121
internal_count=2933 2615 2528 118 2410 2315 318 197 765 712 660 1550 127 1493 154 1339 121
is_linear=0
shrinkage=0.0032998


Tree=3036
num_leaves=18
num_cat=0
split_feature=4 15 3 16 3 15 49 48 1209 1454 0 43 43 16 16 4 42
split_gain=2.17991 1.6879 1.975 1.25362 1.13732 0.961019 0.887096 0.949162 0.807021 0.789595 0.796493 2.48823 0.965019 1.21709 0.791339 0.429088 0.362345
threshold=0.31392000000000003 -0.46772999999999992 -0.082634999999999986 -0.45743999999999996 0.11269500000000002 -0.018024999999999996 -0.087529999999999983 0.083540000000000017 -0.08342999999999999 0.10234000000000001 1.0000000180025095e-35 -0.013934999999999998 0.00042000000000000007 -0.0092499999999999978 0.41580500000000004 -0.50231999999999988 0.086375000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 16 -3 -4 6 -6 7 -1 -8 10 12 -12 14 -14 -10 -13 -2
right_child=1 2 3 -5 5 -7 8 -9 9 -11 11 15 13 -15 -16 -17 -18
leaf_value=0.0051598614066572452 0.0085978386411803762 0.0044937483440040176 -0.0010500153557304404 -0.011143456252275263 0.0041066347145713522 -0.0048794793044164798 0.010644298109473163 0.013772505960065452 0.0052599172613168816 0.011069436886847694 -0.0060800264785131437 0.0094313776868692918 0.0039032621800134935 -0.0040166961678594661 0.010166274485170403 0.0030740856441994779 0.002543464229172294
leaf_weight=74 56 74 67 68 76 57 67 67 1503 54 74 57 368 62 96 60 53
leaf_count=74 56 74 67 68 76 57 67 67 1503 54 74 57 368 62 96 60 53
internal_value=0 0.000379603 -0.00237114 -0.00613826 0.004969 0.000251244 0.00522158 0.00925636 0.00497832 0.00481113 0.00465865 0.00142467 0.00496281 0.00276002 0.00555483 0.006176 0.00565909
internal_weight=0 318 209 135 2615 133 2482 141 2341 2274 2220 191 2029 430 1599 117 109
internal_count=2933 318 209 135 2615 133 2482 141 2341 2274 2220 191 2029 430 1599 117 109
is_linear=0
shrinkage=0.0523176


Tree=3037
num_leaves=26
num_cat=0
split_feature=3 15 15 133 3 123 15 51 42 4 3 1212 130 4 12 12 42 15 15 3 15 4 133 160 15
split_gain=1.51316 1.00964 1.61436 1.28306 1.65891 1.19495 0.989364 0.679533 0.553868 0.97188 0.732963 0.528775 0.487223 0.782106 0.606613 0.732195 0.702175 0.638835 0.627087 0.47223 0.420603 0.680859 0.349344 0.279324 0.239907
threshold=0.110335 1.0000000180025095e-35 0.080895000000000009 -0.0047449999999999992 -0.095789999999999986 0.08901000000000002 -0.018024999999999996 0.10532000000000001 0.089165000000000008 0.40441500000000002 0.092005000000000017 0.12218000000000002 0.087755000000000014 -0.081929999999999989 0.084645000000000012 0.086965000000000015 0.083595000000000017 0.086605000000000015 0.085775000000000004 -0.080594999999999986 -0.38214499999999996 0.066300000000000012 -0.091614999999999988 -0.070644999999999986 -0.10059999999999998
decision_type=2 2 2 2 2 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 20 8 9 10 -5 12 14 -14 16 18 -4 -17 -16 -10 -2 -22 24 -21 -6
right_child=6 2 11 5 22 -7 -8 -9 19 -11 -12 -13 13 -15 15 17 -18 -19 -20 23 21 -23 -24 -25 -26
leaf_value=-0.0060915833243654228 0.0051013640388525815 0.012149232229047933 -0.0016250057438520339 0.0042426483226205812 -0.0016044696250968184 -0.0017276688613356162 -0.0051553002024028348 0.0078772574670642956 -0.00089380904360027809 0.010456199248229625 -0.0011619904342188342 0.0085880408113480876 -0.0027053218402904662 0.0051079209661142669 0.0048492048256710456 0.0080819228895778247 0.0050894900664398349 0.0035868564869105759 0.010933853570239994 0.0061140764950643545 0.0034494844081367306 -0.0039586003832412292 0.0043946483203566667 0.0019934164457668852 0.0024070809937875299
leaf_weight=73 54 63 73 716 61 89 67 92 96 53 61 62 58 57 76 83 67 501 77 53 60 52 91 124 74
leaf_count=73 54 63 73 716 61 89 67 92 96 53 61 62 58 57 76 83 67 501 77 53 60 52 91 124 74
internal_value=0 0.00368487 0.00477642 0.00291433 0.000116966 0.00356535 -0.000293149 0.00395998 0.00363279 0.00424221 0.00381769 0.00433525 0.00406894 0.00116293 0.00444943 0.00499292 0.00158475 0.00422658 0.00791472 0.00177811 0.00166624 5.49977e-06 0.00212462 0.00323014 0.000590707
internal_weight=0 2700 1117 1583 299 1284 233 1195 1103 830 777 1054 992 115 877 737 140 584 153 273 166 112 226 177 135
internal_count=2933 2700 1117 1583 299 1284 233 1195 1103 830 777 1054 992 115 877 737 140 584 153 273 166 112 226 177 135
is_linear=0
shrinkage=0.0473856


Tree=3038
num_leaves=21
num_cat=0
split_feature=4 2 12 15 3 3 3 2 2 12 16 14 4 15 160 4 12 13 12 4
split_gain=49.848 20.529 10.8852 4.2362 3.87762 3.35016 3.25832 2.66829 2.65793 2.38655 2.05202 3.23673 1.99154 2.47683 3.32018 1.73803 1.14949 1.08057 1.01843 0.716479
threshold=0.31392000000000003 0.14132000000000003 -0.073629999999999987 0.025430000000000005 -0.082634999999999986 -0.14088999999999999 0.10402500000000002 -0.007134999999999999 0.099655000000000007 0.083785000000000012 -0.49057499999999993 -0.40567999999999999 -0.46195999999999998 -0.0070899999999999991 -0.0023799999999999997 -0.041794999999999992 0.084595000000000017 -0.00099499999999999979 0.092475000000000016 0.42642000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 -2 -5 12 -1 -9 -7 19 -12 18 15 -15 -14 -11 -18 -4 -6
right_child=4 -3 3 5 10 9 -8 8 -10 16 11 -13 13 14 -16 -17 17 -19 -20 -21
leaf_value=0.0011566675370886794 0.0016616175963907957 0.00090161506764915183 0.0032373004534578574 0.0034299554046240909 0.00092127758752272846 0.0032100428178977432 0.0018533542609272748 0.0025894957895281853 0.0016021817370346165 0.0021647020191247431 0.0011084959489291103 -1.7904094502018739e-05 0.0030730591775493679 0.0014756169309964649 0.0025053648996978357 0.0024899074197613003 0.0027349963889503593 0.002445543488612477 0.0025954341536596694 0.0014479657768559587
leaf_weight=57 93 87 58 73 60 90 89 52 70 52 55 56 60 61 78 881 674 181 52 54
leaf_count=57 93 87 58 73 60 90 89 52 70 52 55 56 60 61 78 881 674 181 52 54
internal_value=0 0.00247828 0.00253252 0.00259232 0.00109444 0.00274582 0.00246389 0.00174753 0.00202329 0.00269569 0.000859852 0.000539905 0.00250952 0.00246623 0.00205371 0.00252713 0.00264462 0.00267376 0.00293419 0.00117107
internal_weight=0 2615 2528 2349 318 1070 1279 179 122 997 225 111 1190 1080 139 941 907 855 110 114
internal_count=2933 2615 2528 2349 318 1070 1279 179 122 997 225 111 1190 1080 139 941 907 855 110 114
is_linear=0
shrinkage=0.0032998


Tree=3039
num_leaves=19
num_cat=0
split_feature=4 16 4 2 2 2 1 4 160 160 16 2 43 12 159 3 16 2
split_gain=1.49766 1.27476 1.18465 1.11406 0.862046 0.635179 0.63362 0.61799 0.84576 1.12876 0.758808 0.862916 0.877102 0.76022 0.550335 0.477289 0.577441 0.403713
threshold=0.31392000000000003 -0.24404999999999996 0.51074000000000008 0.14253500000000002 -0.0098549999999999974 -0.085784999999999986 0.12801500000000002 -0.049279999999999997 0.084480000000000013 0.031805000000000007 -0.097664999999999988 0.084745000000000015 -0.16878999999999997 0.083785000000000012 0.040460000000000003 -0.005644999999999999 0.0071000000000000013 0.11978500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 5 -1 7 10 9 14 -6 13 -13 -12 -9 16 -10 -2
right_child=1 -3 -4 -5 6 -7 -8 8 15 -11 11 12 -14 -15 -16 -17 -18 -19
leaf_value=0.0032264827208916052 -0.0029137430126821625 -0.0047925990910414867 0.0057566482827965462 -0.0016322482962020035 0.0085709004335632923 -0.0033263463683655928 0.008340928226948886 0.0031714717360601763 0.0025460490086722824 -0.0039656602043918439 0.010705127920901687 -0.0024166855742453631 0.0035581591156667188 0.0049498729548113005 -6.0274151334225837e-05 0.0088542931944695664 0.0077201415109011233 0.0017524828565426414
leaf_weight=58 77 77 93 83 81 60 60 709 137 54 52 53 633 393 123 56 63 71
leaf_count=58 77 77 93 83 81 60 60 709 137 54 52 53 633 393 123 56 63 71
internal_value=0 0.000207326 0.00180679 0.00345427 0.0036212 -0.000101425 0.00380336 0.0036875 0.0029409 0.00228675 0.00439059 0.00409078 0.00309585 0.00562347 0.00269313 0.00520301 0.00417827 -0.000671995
internal_weight=0 318 241 2615 2532 118 2414 2354 1142 886 1212 1131 686 445 832 256 200 148
internal_count=2933 318 241 2615 2532 118 2414 2354 1142 886 1212 1131 686 445 832 256 200 148
is_linear=0
shrinkage=0.0446525


Tree=3040
num_leaves=27
num_cat=0
split_feature=1 1 12 148 47 2 4 4 2 4 2 2 12 47 43 4 12 4 12 43 133 42 403 131 12 403
split_gain=54.696 14.7774 6.29463 5.5411 5.36565 4.51523 3.72491 3.23055 2.57378 2.36806 2.34084 1.85148 1.58927 1.54029 2.3656 1.52909 2.69231 1.32358 1.03481 0.894079 0.866709 0.829327 0.826417 0.892665 0.615628 0.47618
threshold=0.12381000000000002 0.090540000000000023 -0.0066799999999999993 -1.0000000180025095e-35 0.120245 0.11504500000000002 -0.47860499999999995 -0.015104999999999999 0.14870000000000003 -0.17568999999999999 0.098655000000000007 -0.0050599999999999994 0.095565000000000011 0.077065000000000008 -0.03898999999999999 0.024470000000000002 0.088395000000000015 0.04105000000000001 0.094115000000000018 -0.078409999999999994 -1.0000000180025095e-35 0.087665000000000007 0.085340000000000013 0.021890000000000003 0.080635000000000012 0.23383500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 -4 8 9 -1 -3 11 -5 13 -2 24 17 -15 16 -11 22 -17 -14 -21 -9 23 -8 -12 -24
right_child=4 2 3 5 -6 -7 10 21 -10 15 12 -13 19 14 -16 18 -18 -19 -20 20 -22 -23 25 -25 -26 -27
leaf_value=0.0029740197648004136 0.00038538761673232683 0.00062594939149474645 0.0010532880125143536 0.0026178730997008372 0.001577476946482222 0.0012839974650385067 0.0022362920329798363 0.001755996126565259 8.3519391939262849e-05 0.0012866306738282156 0.0020061147133541004 0.0010753002619009473 0.0021971587186087097 0.0022967253183118477 0.0031272646913654226 0.0026044655700336581 0.0020574483780674406 0.0019213127818812805 0.002036201901752078 0.0020510119294976916 0.0015615620452042085 0.0012428813600875751 0.0026618177718779716 0.0025008316166870701 0.0024289821414969601 0.0023040785004195775
leaf_weight=69 67 52 61 78 55 67 960 69 82 53 52 79 52 84 52 60 210 94 61 52 99 52 87 138 89 61
leaf_count=69 67 52 61 78 55 67 960 69 82 53 52 79 52 84 52 60 210 94 61 52 99 52 87 138 89 61
internal_value=0 0.00213262 0.00177436 0.00192441 0.000722534 0.00202479 0.0022773 0.00126247 0.000516155 0.00213216 0.00225087 0.000758919 0.00202363 0.00230381 0.00261452 0.00203341 0.00190224 0.00227225 0.00231825 0.00185007 0.00173033 0.00153575 0.0022987 0.00226957 0.00227326 0.00251459
internal_weight=0 2652 763 590 283 529 1889 173 228 462 1820 146 344 1476 136 384 263 1340 121 203 151 121 1246 1098 141 148
internal_count=2935 2652 763 590 283 529 1889 173 228 462 1820 146 344 1476 136 384 263 1340 121 203 151 121 1246 1098 141 148
is_linear=0
shrinkage=0.0030485


Tree=3041
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 0 9 9 2 13 2 159 483 2 159 0 13 133 43 475 42 48 43 159 128 2 42 0 0 1456
split_gain=32.6912 16.6079 8.59741 5.77995 4.94378 4.63024 3.22219 2.24581 1.21038 1.12506 1.11907 1.87549 1.29588 1.19443 1.39152 1.46203 1.1603 1.17238 1.0314 1.46857 0.962811 0.863063 0.6737 0.614393 0.615874 0.544173 0.516054 0.435552 0.622127 0.232683
threshold=0.11891500000000001 -0.0098549999999999974 0.16730000000000003 -0.084114999999999981 0.099845000000000003 -0.13619499999999998 1.0000000180025095e-35 0.091655000000000014 0.13270000000000001 -0.047309999999999998 0.076510000000000009 0.073745000000000019 -0.0064649999999999994 0.085730000000000015 0.085035000000000013 -0.12368999999999998 -0.0037749999999999993 0.0089800000000000019 -0.088689999999999977 -0.07712999999999999 0.092110000000000011 0.083540000000000017 -0.029255 -0.079759999999999984 0.10113500000000002 0.13388500000000003 0.11603500000000001 -0.081484999999999988 -0.067434999999999981 -0.078969999999999985
decision_type=2 2 2 2 2 2 2 2 2 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 10 21 -1 -8 -5 -10 11 20 29 16 15 -15 17 -14 -7 -20 23 -6 -16 -3 -25 -2 -22 -21 -29 -12
right_child=2 4 -4 8 5 18 7 -9 9 -11 12 -13 13 14 22 -17 -18 -19 19 27 26 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00096697192610765742 0.0011677715856041437 0.0021536277665027341 0.00032849788278392373 0.0022211286032693986 0.0018420179770525179 0.0026099648974933901 0.0022235193138985215 0.001335651145752226 0.0013495469861668091 0.0019965899608546268 0.0026364685292690807 0.0017779766876977838 0.0026103581868341676 0.0019345533749422833 0.0024538819871933399 0.0023642140734220552 0.0028885932582827247 0.0021762254247092616 0.0025781504480361858 0.0022852352677945192 0.0020186351963763973 0.0013272276783755368 0.0029368030216278171 0.0025983942183398496 0.0022191474697524573 0.00072926500494753586 0.0023999012285089334 0.0016994580940222991 0.0021050241039228795 0.0029396350496750994
leaf_weight=90 58 56 76 62 56 61 53 58 53 52 54 63 199 87 60 702 88 88 63 52 102 74 55 201 54 53 54 60 99 52
leaf_count=90 58 56 76 62 56 61 53 58 53 52 54 63 199 87 60 702 88 88 63 52 102 74 55 201 54 53 54 60 99 52
internal_value=0 0.00226373 0.00125585 0.00150926 0.00233624 0.00204816 0.00140502 0.00175989 0.001875 0.0016703 0.00240617 0.00228375 0.002453 0.00242542 0.00236376 0.00231688 0.00257395 0.00247736 0.00224168 0.00215956 0.00235191 0.00154924 0.00268513 0.00245267 0.00251821 0.000958694 0.00215082 0.00203442 0.00195219 0.00278551
internal_weight=0 2581 354 278 2380 465 201 111 167 105 1915 530 1385 1279 904 789 375 287 335 274 467 130 115 311 255 111 156 211 159 106
internal_count=2935 2581 354 278 2380 465 201 111 167 105 1915 530 1385 1279 904 789 375 287 335 274 467 130 115 311 255 111 156 211 159 106
is_linear=0
shrinkage=0.00310948


Tree=3042
num_leaves=12
num_cat=0
split_feature=2 1452 47 34 9 14 147 151 2 43 43
split_gain=1.10337 0.946398 0.808868 1.05359 0.893781 0.926845 0.991699 1.28799 0.443657 0.531648 0.278716
threshold=0.25063000000000007 0.086470000000000005 0.10976000000000001 -0.090429999999999996 -1.0000000180025095e-35 -0.13131999999999996 0.089430000000000023 0.067425000000000013 0.10859000000000001 -0.075374999999999984 -0.074359999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -7 9 -4 -3
right_child=-2 10 8 4 5 6 -8 -9 -10 -11 -12
leaf_value=0.012747723183712811 -0.0032699421807557394 0.0069331903109775168 -0.0012934682609970487 -0.0022753562964779 0.010224842732667152 0.004420900971641082 -0.0014832511419233124 0.011590868972182656 -0.003345432659872681 0.0069582840098628739 0.012841554127998232
leaf_weight=53 60 53 52 63 97 2211 90 87 62 52 55
leaf_count=53 60 53 52 63 97 2211 90 87 62 52 55
internal_value=0 0.00463852 0.00443107 0.0046806 0.00451255 0.00468489 0.0044596 0.00469262 0.000517592 0.00282648 0.00994779
internal_weight=0 2875 2767 2601 2548 2485 2388 2298 166 104 108
internal_count=2935 2875 2767 2601 2548 2485 2388 2298 166 104 108
is_linear=0
shrinkage=0.0577628


Tree=3043
num_leaves=23
num_cat=0
split_feature=3 12 52 41 42 52 3 49 15 3 12 3 42 12 52 15 15 52 42 52 42 15
split_gain=1.18433 0.748678 1.18206 1.02522 1.00453 0.760581 0.757953 0.711527 0.794016 1.66572 1.60247 0.682083 0.586284 0.465836 0.464604 0.378107 0.484307 0.237822 0.210132 0.189741 0.150877 0.0527671
threshold=-0.24211499999999997 0.093740000000000004 0.042815000000000006 0.078150000000000011 0.086105000000000015 -0.45635499999999996 -0.078584999999999988 0.14321000000000003 -0.26361999999999991 0.0012800000000000001 -0.097314999999999985 -0.0048549999999999991 0.083725000000000008 0.10184000000000001 -0.077114999999999975 -0.082019999999999996 0.062230000000000008 -0.052874999999999991 -0.010184999999999998 0.10271000000000001 0.09364500000000002 0.11743500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 4 5 13 12 -6 8 9 -7 -10 -12 -2 18 -8 -4 -17 -15 -3 -18 -5 -21
right_child=1 2 15 20 6 7 14 -9 10 -11 11 -13 -14 17 -16 16 19 -19 -20 21 -22 -23
leaf_value=0.011575886711945458 0.011870526675385714 0.0023284824973550649 0.0085875425556482619 0.007055153079564851 -0.0078812907226225339 0.0075052751871756479 -0.0047695483737206276 -0.0027889840880319316 0.013236302721597506 -0.0044511514634199261 0.0030216646858602005 0.0059563671601724046 0.0045518169724371137 0.0072494915979393277 0.0015830017897732337 -0.00021756232810931533 0.0078303184190487481 0.0024624338631841405 -0.0025643566813530979 0.0026075692248924286 0.011061852200901889 0.005082867342047547
leaf_weight=53 55 52 56 63 59 53 52 55 52 99 1366 284 80 61 99 69 55 63 52 52 52 53
leaf_count=53 55 52 56 63 59 53 52 55 52 99 1366 284 80 61 99 69 55 63 52 52 52 53
internal_value=0 0.00335999 0.00184243 0.00386792 6.57337e-05 0.0035861 -0.00264903 0.00330633 0.00348747 -0.000278311 0.00382412 0.00352714 0.00753782 0.00256872 -0.000600783 0.0045709 0.00358612 0.00482204 -0.00011235 0.0052301 0.00887193 0.00386254
internal_weight=0 2882 723 2159 438 2044 210 1909 1854 152 1702 1650 135 228 151 285 229 124 104 160 115 105
internal_count=2935 2882 723 2159 438 2044 210 1909 1854 152 1702 1650 135 228 151 285 229 124 104 160 115 105
is_linear=0
shrinkage=0.0544312


Tree=3044
num_leaves=31
num_cat=0
split_feature=1 1 12 47 4 12 11 4 49 2 43 133 4 4 43 12 12 2 474 1 2 2 2 12 43 4 50 474 133 12
split_gain=34.1484 9.927 5.18086 3.35266 2.63853 2.28135 2.04562 1.98386 2.28568 1.70614 1.2624 1.26227 1.12896 1.09507 0.902715 0.810321 1.17206 1.92165 0.849326 0.752022 0.645295 0.566365 0.466588 0.640821 0.393645 0.696572 0.66503 0.365203 0.184229 0.145359
threshold=0.12448500000000001 0.090540000000000023 0.088965000000000002 0.120245 -0.17006499999999999 0.096535000000000024 1.0000000180025095e-35 0.052250000000000012 -0.070034999999999986 0.11523000000000001 -0.08076499999999999 -0.085249999999999979 0.51395000000000002 0.043640000000000005 -0.051239999999999987 -0.063029999999999989 0.083885000000000015 0.088005000000000014 0.085475000000000009 0.079225000000000004 0.13447000000000003 0.086825000000000013 0.10043500000000001 0.10923500000000001 -0.03898999999999999 -0.040874999999999995 0.095395000000000021 0.09091500000000001 0.066685000000000008 0.097910000000000011
decision_type=2 2 2 2 2 2 2 2 2 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 12 -3 6 15 8 -6 -9 28 -12 20 24 -10 -1 17 19 21 -17 -2 -18 -13 -24 25 -4 -26 -20 -7 -15
right_child=3 2 13 -5 7 10 -8 9 14 -11 11 22 -14 29 -16 16 18 -19 27 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0023068969022957235 0.00087957380752416367 0.0019055481770567195 0.0015549286131874836 0.0013444888266190469 0.0013330088854928699 0.0021048927494723263 0.00249161574962795 0.0017604059358954109 0.00094142170299228744 0.0010773724742953539 0.0019665291684993046 0.0016587795008926633 0.00016282964452396325 0.0016050709577379741 0.00037131111368116516 0.0017820821798638948 0.0020228894866812352 0.0013665066851840399 0.002396458018965604 0.0022469973151883018 0.00044418294951023942 0.00187409372025288 0.0010299814476809387 0.0015072071182644646 0.0022057210792956277 0.0020288852526954568 0.0017535535840028315 0.0020405838727008568 0.0018310605530023536 0.001365308239489533
leaf_weight=61 60 52 79 53 81 52 73 73 52 75 54 52 83 57 61 101 493 92 63 55 81 565 52 64 71 53 63 58 54 52
leaf_count=61 60 52 79 53 81 52 73 73 52 75 54 52 83 57 61 101 493 92 63 55 81 565 52 64 71 53 63 58 54 52
internal_value=0 0.00179721 0.00149322 0.000626814 0.00123895 0.00192094 0.00197159 0.0011375 0.000926007 0.0014145 0.00167979 0.00154311 0.000456856 0.00176028 0.000633963 0.00194605 0.00193061 0.0017313 0.0019725 0.00194621 0.000629696 0.00194346 0.00140681 0.00129357 0.0018705 0.00174549 0.00199339 0.00222615 0.00196571 0.001491
internal_weight=0 2658 769 277 394 1889 1561 342 194 148 328 222 224 375 113 1488 1427 248 1179 156 141 1058 168 116 266 132 134 121 106 109
internal_count=2935 2658 769 277 394 1889 1561 342 194 148 328 222 224 375 113 1488 1427 248 1179 156 141 1058 168 116 266 132 134 121 106 109
is_linear=0
shrinkage=0.00317166


Tree=3045
num_leaves=22
num_cat=0
split_feature=4 3 40 2 457 3 43 47 52 43 159 3 1210 2 49 14 475 2 2 156 1213
split_gain=28.097 7.68515 6.63927 3.27636 3.94879 2.60005 2.24569 1.80156 1.70536 1.64718 1.52856 1.24112 1.23737 1.11372 1.05816 1.00342 0.920914 1.1362 0.468156 0.377131 0.324123
threshold=0.31392000000000003 0.28833000000000003 -0.034699999999999988 0.089025000000000007 0.08351500000000002 0.13772500000000001 -0.06372499999999999 0.11518500000000002 -0.53473999999999988 -0.077559999999999976 -1.0000000180025095e-35 -0.10859999999999999 -0.0061249999999999994 0.10121500000000001 -0.0086549999999999978 -1.0000000180025095e-35 -0.085684999999999997 -0.0098549999999999974 0.10869000000000002 0.10203000000000002 -0.077324999999999991
decision_type=2 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 8 9 14 12 19 -2 13 -12 20 -10 -1 -11 -14 -18 -17 -5 -4
right_child=5 -3 3 4 -6 -7 -8 -9 10 15 11 -13 16 -15 -16 18 17 -19 -20 -21 -22
leaf_value=0.00083109458749208969 0.00058217390008335047 0.00070727288834032719 0.0021164627983591639 0.0023475932072981802 0.00097700136719505249 0.0002658262939316133 0.0018418597108155817 0.0014370367821357158 0.0022385387408679919 0.0014856896063107951 0.0012929037122855226 0.001723045041735751 0.0023108366855418509 0.0017147649307909126 0.0013873640003074152 0.0011717968169291265 0.0014861066357932775 0.0019748288439169269 0.0007487544941457068 0.0019870302312058859 0.0024264012831849771
leaf_weight=86 83 65 66 56 66 74 53 60 99 58 81 564 81 76 62 55 53 1007 56 72 84
leaf_count=86 83 65 66 56 66 74 53 60 99 58 81 564 81 76 62 55 53 1007 56 72 84
internal_value=0 0.0018067 0.00183454 0.00188254 0.00174327 0.000799628 0.00126954 0.00198704 0.00179659 0.000956243 0.00174215 0.00166908 0.00201258 0.00201127 0.00106436 0.00113975 0.00197604 0.00195043 0.000958681 0.00214505 0.00229026
internal_weight=0 2631 2566 2365 1014 326 201 1351 948 252 820 645 1291 175 148 169 1141 1060 111 128 150
internal_count=2957 2631 2566 2365 1014 326 201 1351 948 252 820 645 1291 175 148 169 1141 1060 111 128 150
is_linear=0
shrinkage=0.0032351


Tree=3046
num_leaves=16
num_cat=0
split_feature=44 2 2 0 41 39 4 3 2 4 159 159 10 457 13
split_gain=1.1671 1.31496 0.929934 1.1713 1.02733 1.19146 0.93855 0.963247 0.801368 0.90865 0.811711 1.14139 0.690296 0.621345 0.721977
threshold=0.081710000000000019 0.17553000000000005 0.089025000000000007 -0.22745499999999999 0.081500000000000017 0.099350000000000008 -0.50810499999999992 0.0025650000000000004 -1.0000000180025095e-35 -0.0048949999999999992 0.10908500000000002 0.079715000000000022 0.057650000000000007 0.041025000000000006 -0.097454999999999986
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 -5 -8 9 -1 11 13 -11 14 -10
right_child=-2 -3 3 4 -6 -7 7 -9 10 12 -12 -13 -14 -15 -16
leaf_value=-0.0034287635757606111 0.010726773408400609 -0.0038490383975897089 -0.0037969549624360015 0.0099623932489701934 -0.0033812125801784111 -0.0038851414674103951 0.0023628508591798112 0.006701008107842652 0.009343566832445728 0.006400518238186919 -0.0010249560260555668 0.010349819801211522 -0.0010611910151300901 0.0090266319746442319 0.0037603768444155958
leaf_weight=74 53 71 80 54 71 63 887 159 65 87 65 92 52 72 1012
leaf_count=74 53 71 80 54 71 63 887 159 65 87 65 92 52 72 1012
internal_value=0 0.00304189 0.00321479 0.00221472 0.0026049 0.00297082 0.00336398 0.00302281 0.00407952 0.00115887 0.00455544 0.00484817 0.00360515 0.00440718 0.00409785
internal_weight=0 2904 2833 1314 1234 1163 1100 1046 1519 213 1306 1241 139 1149 1077
internal_count=2957 2904 2833 1314 1234 1163 1100 1046 1519 213 1306 1241 139 1149 1077
is_linear=0
shrinkage=0.0512917


Tree=3047
num_leaves=16
num_cat=0
split_feature=3 160 151 1210 12 1429 475 12 483 403 1203 403 160 52 2
split_gain=1.05124 0.805887 0.930332 0.750962 0.879729 0.675865 0.79456 0.730793 0.688062 0.540108 0.591541 0.522988 0.428797 0.271037 0.153608
threshold=0.3148450000000001 -0.54243999999999992 0.10280000000000002 -0.051429999999999997 0.087965000000000015 0.082890000000000005 -0.085684999999999997 0.084485000000000018 0.086370000000000016 0.085340000000000013 0.088310000000000013 0.25736000000000009 -0.081849999999999992 0.013340000000000001 0.090085000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 8 -7 -8 9 10 -5 -11 13 -10 -6
right_child=-2 2 -4 5 14 6 7 -9 12 11 -12 -13 -14 -15 -16
leaf_value=0.0083531976620064823 -0.0027045817513533786 0.01060238821223443 -0.0034908699237127792 0.0016317034269241965 0.0051320261314832085 0.0096626358203117796 -0.0017278585346682241 0.0061090425715951855 0.0094869806192081213 0.0069211933259092796 0.0070452655954870045 0.0017247195142801321 0.0024306845488215761 0.0047708217049968749 0.00097177443091159092
leaf_weight=81 99 81 67 1746 53 87 57 92 71 129 62 104 100 75 53
leaf_count=81 99 81 67 1746 53 87 57 92 71 129 62 104 100 75 53
internal_value=0 0.00299771 0.00284129 0.00299805 0.00632865 0.00275096 0.00552624 0.00310713 0.00246432 0.00213607 0.00181767 0.00460423 0.00518544 0.00706828 0.00305738
internal_weight=0 2858 2777 2710 187 2523 236 149 2287 2041 1808 233 246 146 106
internal_count=2957 2858 2777 2710 187 2523 236 149 2287 2041 1808 233 246 146 106
is_linear=0
shrinkage=0.0544312


Tree=3048
num_leaves=14
num_cat=0
split_feature=44 12 15 402 43 457 484 49 49 15 47 49 51
split_gain=0.857073 0.9446 0.676317 0.611171 0.62315 0.914723 0.867731 0.809431 2.20014 1.12858 0.678661 0.669229 0.396348
threshold=0.081710000000000019 -0.19698999999999997 0.13592500000000005 0.13027000000000002 -0.085504999999999984 0.041025000000000006 -0.069939999999999988 -0.014774999999999998 -0.05529499999999999 -0.091074999999999975 0.079525000000000012 0.13110000000000002 0.116525
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 -6 -8 12 -9
right_child=-2 2 -4 -5 7 -7 10 11 -10 -11 -12 -13 -14
leaf_value=-0.0042099050508263378 0.0088403733773621297 0.008707384814997287 -0.0022743313068605592 0.0074642133568631301 -0.0047017952507662376 0.0094946471067046297 0.0014904547094379136 0.0026240416141623873 -0.0095712758008430054 0.0043479760648592143 0.0075445515110781486 -0.0025965597354753994 -0.00099285557055611446
leaf_weight=63 53 65 87 64 52 68 406 1681 61 137 58 75 87
leaf_count=63 53 65 87 64 52 68 406 1681 61 137 58 75 87
internal_value=0 0.00212334 0.00226397 0.00240754 0.00228703 0.00377889 0.00304311 0.00186123 -0.000930674 0.00185514 0.00224842 0.00224025 0.00244574
internal_weight=0 2904 2841 2754 2690 597 529 2093 250 189 464 1843 1768
internal_count=2957 2904 2841 2754 2690 597 529 2093 250 189 464 1843 1768
is_linear=0
shrinkage=0.0523176


Tree=3049
num_leaves=28
num_cat=0
split_feature=1 482 4 2 16 48 3 155 52 2 131 50 2 50 2 16 43 15 159 159 1447 2 1 1447 16 4 15
split_gain=0.794618 1.33803 0.921934 1.40833 2.74975 3.89345 3.39124 1.11818 1.07244 0.945869 0.774007 0.809926 0.749417 0.704564 0.700261 0.687653 0.67881 0.545191 0.550391 0.890905 0.746243 0.653627 0.709682 0.791826 0.401271 0.461723 0.135615
threshold=0.085720000000000005 0.092060000000000017 -0.22295999999999996 0.08622500000000001 -0.33811499999999994 0.085635000000000017 -0.018854999999999997 1.0000000180025095e-35 -0.06860999999999999 -0.087809999999999985 0.088815000000000019 0.086030000000000009 0.11693000000000002 0.091320000000000012 -0.007134999999999999 -0.074504999999999988 -0.078624999999999987 0.12479500000000002 0.11287500000000002 0.081975000000000006 -0.086059999999999984 0.11719 0.082135000000000014 -0.083839999999999984 -0.0021749999999999994 -0.0014249999999999998 -0.19631499999999999
decision_type=2 2 2 2 2 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 7 9 12 6 -6 -2 -7 -4 13 16 -5 14 -11 -15 -12 18 19 20 -1 22 23 -22 25 -21 -14
right_child=1 -3 3 4 5 8 -8 -9 -10 10 11 -13 26 15 -16 -17 -18 -19 -20 24 21 -23 -24 -25 -26 -27 -28
leaf_value=0.0083669509285741253 0.010662158254492377 0.0071211241377634694 -0.0037882331469457197 0.0083407518214191068 -0.023810728082004823 0.0043163525912288852 -0.0056729495887934082 0.00050403063131664603 -0.0057011624537596332 0.0010494861697218038 -0.0077592842374731704 0.0051810406838608408 0.002162149085911157 -0.0025396607964638458 0.0080825855410614472 0.0052232312446489765 0.00061498286995485233 -0.002803432289251197 -0.0022901902775439931 0.0010667667147549629 -0.0047516862458465217 0.0077842279987430677 0.0080553923312175375 0.002127512887020659 0.010460057747326598 0.0082572089304680744 -0.0016263534434352164
leaf_weight=68 57 100 86 55 52 87 82 81 53 62 53 53 66 78 149 64 68 52 59 52 54 66 59 1127 63 59 52
leaf_count=68 57 100 86 55 52 87 82 81 53 62 53 53 66 78 149 64 68 52 59 52 54 66 59 1127 63 59 52
internal_value=0 0.000950928 0.000435392 -0.000119783 -0.00249017 -0.00595099 -0.0127159 0.00470407 0.000519774 0.00160774 0.00248942 -0.000538176 0.0029877 0.00398345 0.0060188 0.000954934 -0.00304819 0.00278578 0.002967 0.00316776 0.00269307 0.00239719 0.00210999 0.00181247 0.00691274 0.00489405 0.000487617
internal_weight=0 1298 1198 1060 447 274 134 138 140 613 527 174 173 353 211 142 121 1659 1607 1548 1374 1306 1240 1181 174 111 118
internal_count=2957 1298 1198 1060 447 274 134 138 140 613 527 174 173 353 211 142 121 1659 1607 1548 1374 1306 1240 1181 174 111 118
is_linear=0
shrinkage=0.0555198


Tree=3050
num_leaves=25
num_cat=0
split_feature=481 16 43 12 48 3 3 43 1 42 16 3 16 1210 16 15 15 48 43 43 15 1 3 16
split_gain=0.971262 1.07736 1.44698 0.984813 1.10331 0.883448 1.20411 1.46614 0.917271 0.831264 1.01252 0.852517 0.750356 0.65585 0.603319 0.600315 0.533842 1.13429 0.738178 0.620112 0.509795 0.379201 0.36323 0.2704
threshold=-0.085749999999999979 -0.23389999999999997 -0.049999999999999996 0.083885000000000015 0.089025000000000007 0.11391500000000002 -0.021559999999999996 -0.015924999999999998 0.095435000000000006 0.088060000000000013 -0.44524499999999995 0.11878500000000002 -0.0030649999999999996 -0.08861999999999999 -0.013049999999999997 -0.014669999999999997 -0.10436999999999999 0.091545000000000015 -0.23933499999999996 0.082870000000000013 0.037885000000000009 0.11230000000000001 -0.027864999999999997 -0.052039999999999996
decision_type=2 2 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 22 4 5 6 7 15 14 10 11 -4 21 -5 -8 -3 23 18 -18 -20 -1 -6 -2 -15
right_child=1 3 9 13 12 -7 8 -9 -10 -11 -12 -13 -14 16 -16 -17 17 -19 19 -21 -22 -23 -24 -25
leaf_value=0.0026727770882836164 0.0022515212627733138 -0.0045121135664580522 0.0084564670123401867 -0.0027133741806094416 0.0032221982731229066 -0.0068091104393885405 0.00010047116756548824 -0.010892427041542179 -0.0021514270908778834 0.00068827065120108735 0.012752142149373941 0.00096833584382798987 0.0076918954559889357 0.0025224605928191091 0.0065984651296371131 0.0026725361937731977 0.0064062510002082457 -0.0040212004155716439 0.0021413664847975797 -0.0014282361802032374 0.009161829090613768 -0.0023273236517956774 -0.0023025998054307432 0.0070499651333031472
leaf_weight=55 102 56 88 74 67 69 59 52 103 55 63 64 55 58 85 57 90 78 1203 131 64 54 73 73
leaf_count=55 102 56 88 74 67 69 59 52 103 55 63 64 55 58 85 57 90 78 1203 131 64 54 73 73
internal_value=0 0.001618 0.00384388 0.00119878 -0.000422505 -0.00164528 -0.000779183 -0.00404091 0.00139757 0.00610726 0.00749107 0.00530703 0.00291628 0.0018231 0.00393975 -0.000883341 0.002029 0.00176521 0.00208253 0.00179043 0.00616711 0.000741203 0.000348795 0.00504944
internal_weight=0 2809 445 2364 657 481 412 165 247 270 215 152 176 1707 144 113 1633 1502 1424 1334 119 121 175 131
internal_count=2928 2809 445 2364 657 481 412 165 247 270 215 152 176 1707 144 113 1633 1502 1424 1334 119 121 175 131
is_linear=0
shrinkage=0.0493


Tree=3051
num_leaves=10
num_cat=0
split_feature=150 481 149 1446 43 1373 374 158 2
split_gain=0.685246 0.710754 0.584387 0.570603 0.656874 0.575314 0.631907 0.432684 0.393958
threshold=-0.11226499999999999 -0.085749999999999979 0.079475000000000004 0.10392000000000001 -0.50775499999999985 0.078175000000000008 1.0000000180025095e-35 0.11186000000000001 0.085155000000000022
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 -3 6 7 -6 -2
right_child=1 2 -4 -5 5 -7 -8 -9 -10
leaf_value=0.0080083545822905514 0.0092278668385635809 0.007500992452119196 0.0064030404630364109 -0.0042807921358260156 0.0011153463619624302 -0.0042588908205245931 0.0072672590756250217 0.0053460979954480367 0.0028025315211503751
leaf_weight=52 55 53 70 56 2389 57 55 77 64
leaf_count=52 55 53 70 56 2389 57 55 77 64
internal_value=0 0.00157457 0.00139296 0.00126222 0.00138042 0.00125436 0.00137925 0.00124769 0.00577721
internal_weight=0 2876 2757 2687 2631 2578 2521 2466 119
internal_count=2928 2876 2757 2687 2631 2578 2521 2466 119
is_linear=0
shrinkage=0.0555198


Tree=3052
num_leaves=31
num_cat=0
split_feature=1 1 12 14 12 2 12 51 1 3 2 12 48 12 150 1 0 12 3 12 159 160 475 0 12 1 2 13 13 3
split_gain=74.0136 12.4184 11.7856 5.51087 5.90314 3.50313 3.91413 2.90322 3.4364 2.17186 2.1139 2.11234 1.71856 2.13775 1.34077 1.29132 1.4158 1.21793 1.18399 0.951185 0.935972 0.778264 0.762568 0.746018 0.74285 0.710502 0.308095 0.252166 0.183364 0.0532216
threshold=0.10398500000000001 0.12646500000000002 0.085075000000000026 0.073890000000000011 0.056995000000000011 0.17553000000000005 -0.041014999999999989 -0.096089999999999981 0.095920000000000019 0.0025650000000000004 0.10573500000000001 0.091290000000000024 0.036755000000000003 -0.0066799999999999993 1.0000000180025095e-35 0.081315000000000012 -0.087284999999999988 0.11878500000000002 -0.080504999999999979 0.083535000000000012 -0.025879999999999997 -0.41331999999999997 -0.085324999999999984 -0.09194999999999999 0.092395000000000019 0.11215000000000001 0.13154000000000002 -0.085604999999999987 -0.016319999999999998 -0.081864999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 7 6 -3 -1 12 25 18 15 13 -9 -11 19 -17 21 -4 -6 27 -13 -22 -23 -25 -2 -8 -21 29 -18
right_child=1 5 10 -5 11 -7 26 8 -10 14 -12 17 -14 -15 -16 16 28 -19 -20 20 22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0024132757593167378 0.00037609057707143001 0.00022730008902043243 0.0026063877781812689 0.0030553686815908416 0.0028332232166255389 -0.00021412292799764845 0.0012963099510538733 0.0020520956062742468 0.0010400202993192881 0.001538002511567002 0.0015132664847059142 0.0018379100148840787 0.0022628536469280272 0.0011962394960466126 0.00085434818279718765 0.0016802945749838814 0.0021308307021825528 0.0017232803839733737 0.0019484879197339468 0.0028302801192553093 0.0019888190324078934 0.0019345554487405422 0.0023866709336898186 0.0019607005452797546 0.0023176838132062689 0.00086157581244299239 0.00094164208593296476 0.0025228194063025748 0.002452694845592897 0.002295295977074265
leaf_weight=68 62 102 57 84 58 59 52 64 69 67 58 61 76 59 55 52 52 65 59 56 56 82 633 72 459 65 53 64 56 53
leaf_count=68 62 102 57 84 58 59 52 64 69 67 58 61 76 59 55 52 52 65 59 56 56 82 633 72 459 65 53 64 56 53
internal_value=0 0.00102873 0.00137318 0.00224136 0.00220962 0.000480831 0.000679077 0.00181515 0.00166326 0.000921522 0.00201933 0.00228246 0.00187919 0.00164184 0.00123008 0.00237396 0.00214687 0.00214869 0.00227206 0.00242971 0.00240074 0.00218967 0.00235438 0.00222462 0.00226934 0.000624839 0.00111762 0.00266659 0.00229735 0.00221418
internal_weight=0 689 423 2239 2155 266 207 336 268 249 174 1819 199 123 122 1080 213 739 116 867 809 674 689 613 531 127 105 120 161 105
internal_count=2928 689 423 2239 2155 266 207 336 268 249 174 1819 199 123 122 1080 213 739 116 867 809 674 689 613 531 127 105 120 161 105
is_linear=0
shrinkage=0.0032351


Tree=3053
num_leaves=21
num_cat=0
split_feature=9 44 4 401 42 48 13 12 4 51 52 48 4 1453 13 403 51 42 12 42
split_gain=0.779299 0.721364 0.569637 1.45562 1.35252 0.782286 1.10111 0.553681 2.44795 1.02212 0.687527 0.968122 0.564035 0.459005 0.39338 0.433089 0.417149 0.387244 0.54282 0.362188
threshold=-0.08577499999999999 1.0000000180025095e-35 -0.083274999999999988 0.079655000000000017 0.085790000000000019 0.078735000000000013 -0.017354999999999999 0.084485000000000018 -0.018964999999999999 -0.085184999999999983 -0.065394999999999995 0.10184000000000001 0.0019650000000000002 -1.0000000180025095e-35 -0.091014999999999999 -0.53379499999999991 -0.097504999999999981 0.086335000000000009 0.092475000000000016 -0.088249999999999981
decision_type=2 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 -10 12 -12 -11 -9 17 -16 -17 -15 -19 -8
right_child=1 -3 7 -5 -6 -7 19 13 9 10 11 -13 -14 14 15 16 -18 18 -20 -21
leaf_value=-0.0049660895525223759 -0.0051185169277757686 0.0090544967083775654 -0.0082409064718078472 -0.0052673162158028766 0.010787045694210424 0.0098758032055168508 0.0064195555774102069 0.006464311731463797 -0.0046180454501197257 -0.0029111773013881961 0.005215526062171327 -0.0032421273715671521 0.0042138924309742419 -0.0042846915927080131 -0.002507277415791472 -0.00033952027011500876 0.0030933487136217031 -0.0015477308794165532 0.0060743507230327301 0.0023218212787208875
leaf_weight=54 59 52 101 58 99 54 108 85 79 115 319 55 58 62 59 140 986 86 52 247
leaf_count=54 59 52 101 58 99 54 108 85 79 115 319 55 58 62 59 140 986 86 52 247
internal_value=0 0.00217459 0.0020476 0.00361783 0.00452783 0.00320242 0.00233046 0.00160061 0.000269618 0.00164373 0.00254923 0.00397007 -0.00051879 0.00225843 0.00199986 0.00240787 0.00266597 -0.000414447 0.0013198 0.00357023
internal_weight=0 2874 2822 625 567 468 414 2197 727 626 547 374 173 1470 1385 1185 1126 200 138 355
internal_count=2928 2874 2822 625 567 468 414 2197 727 626 547 374 173 1470 1385 1185 1126 200 138 355
is_linear=0
shrinkage=0.0589181


Tree=3054
num_leaves=26
num_cat=0
split_feature=1 15 16 14 3 3 4 14 13 16 151 43 151 4 3 43 4 481 151 15 4 133 15 3 133
split_gain=53.2866 10.3355 6.35229 4.70866 4.82476 4.92005 4.76839 4.11874 2.83995 3.05979 2.96647 2.27476 1.82927 1.96146 3.36809 1.62546 1.0662 0.987651 0.779344 0.695472 0.891682 0.680992 0.633453 0.371899 0.313299
threshold=0.10575500000000002 -0.26361999999999991 0.31625000000000009 0.073890000000000011 -0.069909999999999986 -0.15288999999999997 -0.44205499999999992 -0.42227999999999993 -0.27740999999999993 -0.031234999999999999 -0.063719999999999985 -0.077224999999999988 -0.051109999999999996 -0.42305999999999994 0.091085000000000013 -0.073079999999999992 -0.048844999999999993 -0.048929999999999994 -0.082079999999999986 -0.12431499999999999 0.053925000000000008 0.08265500000000002 -0.0065999999999999991 -0.064349999999999991 -0.00087999999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 8 4 5 6 -1 -2 -3 10 -10 -6 -13 -14 16 -9 -15 22 21 -20 -21 -19 -7 -12 -24
right_child=1 2 -4 -5 11 17 -8 15 9 -11 23 12 13 14 -16 -17 -18 18 19 20 -22 -23 24 -25 -26
leaf_value=0.0024580453437555855 0.0014623988483495811 0.0009162162997200247 0.0023893442463971673 0.0031254821131140881 0.0016482982247579177 0.0024864372166424581 0.0010980708792897951 0.0001623070157263512 0.0013026414696558285 0.0011519042661829889 0.0019963600246966861 0.0027296746224636645 0.0026418318929120901 0.0018150858794383233 0.0013445899471481492 0.00081826089979788487 0.0023164939449085275 0.0020254112063636969 0.0027863041772398824 0.002500377112709349 0.0022011071144198823 0.0024345594587811092 0.0026932153483618325 0.002377673959109229 0.0030469110474875549
leaf_weight=52 68 77 93 86 95 75 52 69 60 94 54 56 58 59 62 85 162 73 77 1050 113 98 53 53 54
leaf_count=52 68 77 93 86 95 75 52 69 60 94 54 56 58 59 62 85 162 73 77 1050 113 98 53 53 54
internal_value=0 0.00136827 0.00165472 0.00239627 0.00236761 0.0024479 0.00177838 0.000811992 0.00145249 0.00161057 0.00186854 0.00209059 0.00219635 0.00210866 0.00199927 0.000524579 0.00218279 0.00249159 0.00246297 0.00249091 0.00247133 0.00226009 0.00271332 0.00218555 0.00287203
internal_weight=0 653 431 2275 2189 1697 104 222 338 261 167 492 397 341 283 154 221 1593 1411 1240 1163 171 182 107 107
internal_count=2928 653 431 2275 2189 1697 104 222 338 261 167 492 397 341 283 154 221 1593 1411 1240 1163 171 182 107 107
is_linear=0
shrinkage=0.00317166


Tree=3055
num_leaves=12
num_cat=0
split_feature=1375 15 14 16 12 2 13 160 1444 1446 39
split_gain=1.9534 1.04166 0.981768 1.12125 0.648582 0.649201 1.20308 0.702836 0.579467 0.562074 0.614257
threshold=-0.14057999999999995 -0.2987999999999999 -0.40567999999999999 -0.43708999999999992 0.14472000000000004 -0.012574999999999998 -0.0094049999999999984 -0.53327999999999987 -0.0089749999999999986 0.090355000000000005 0.10050500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -3 -7 -9 10 -10
right_child=1 4 3 -5 -6 7 -8 8 9 -11 -12
leaf_value=-0.0076397571903542641 0.0032422097187568798 0.0039939158434793062 -0.00026886759988411927 -0.010996155542312721 -0.0033399339260640451 -0.0019566271683700114 -0.0079615961339303681 0.0091936160924638785 0.003336974898586561 -0.0019971787818296996 -0.0023957042430579581
leaf_weight=67 90 61 82 54 59 93 52 52 2269 72 64
leaf_count=67 90 61 82 54 59 93 52 52 2269 72 64
internal_value=0 0.00233265 -0.00143381 -0.00453277 0.00264559 0.00277843 -0.00150228 0.00296837 0.00315504 0.00302422 0.00317945
internal_weight=0 2948 226 136 2722 2663 113 2550 2457 2405 2333
internal_count=3015 2948 226 136 2722 2663 113 2550 2457 2405 2333
is_linear=0
shrinkage=0.0577628


Tree=3056
num_leaves=26
num_cat=0
split_feature=12 2 15 150 16 16 0 14 12 2 14 16 47 2 457 48 15 43 0 0 15 15 12 15 12
split_gain=46.2364 15.3546 11.8168 9.59116 3.51585 3.30624 4.75389 2.93613 2.39844 2.33166 3.17716 2.10889 1.55047 1.63582 1.40877 1.15735 1.95791 0.844494 0.804065 0.720926 0.598952 0.596676 1.27916 0.543898 0.293991
threshold=0.056995000000000011 0.13447000000000003 -0.26361999999999991 0.093965000000000007 -0.16956499999999999 0.12992000000000004 -0.062109999999999992 0.073890000000000011 0.097345000000000015 0.14019000000000004 -1.0000000180025095e-35 -0.0042299999999999994 0.11043500000000002 0.092320000000000013 0.094845000000000013 0.084095000000000017 -0.097794999999999979 0.054875000000000007 -0.14534499999999997 -0.12259499999999998 0.09278500000000002 0.087670000000000012 0.092755000000000018 0.088645000000000015 0.10052500000000002
decision_type=2 2 2 2 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 9 5 8 6 11 12 19 10 -1 15 13 21 -5 16 -4 20 -17 -2 -15 22 -6 -23 -19
right_child=1 -3 3 14 7 -7 -8 -9 -10 -11 -12 -13 -14 17 -16 18 -18 24 -20 -21 -22 23 -24 -25 -26
leaf_value=0.0013891656005570561 0.0017734440664903439 0.00075617528981991242 0.0023499418742195339 0.0010196359848842068 0.0024598554958963643 0.0022562345155594291 0.00094946573137075002 0.0030378883772505527 0.0012475920632981361 5.2967334906265023e-05 0.00042725585093577077 0.0023408432389078393 0.0018095159050900483 0.0021342946755750275 0.00027245469550149482 0.0012476812276171105 0.0014677680652404276 0.0017159223294903143 0.0017645164076856164 0.0022645224976806642 0.0024158622237855855 0.0020205094304346772 0.002085858723571032 0.002318349036216747 0.0020622002574267298
leaf_weight=63 53 73 53 54 763 99 92 56 52 54 84 59 70 286 52 80 53 54 53 80 113 80 111 375 53
leaf_count=63 53 73 53 54 763 99 92 56 52 54 84 59 70 286 52 80 53 54 53 80 113 80 111 375 53
internal_value=0 0.00221597 0.001307 0.00153614 0.00226562 0.00172742 0.00159309 0.0023059 0.00183837 0.000628539 0.000839738 0.00179168 0.00228437 0.00230246 0.00065342 0.00165597 0.00190918 0.00214518 0.0014539 0.00206909 0.00221412 0.00236232 0.0024124 0.00226606 0.00188777
internal_weight=0 2219 796 595 2146 489 390 1961 185 201 147 298 1905 1835 106 239 106 506 133 133 399 1329 874 455 107
internal_count=3015 2219 796 595 2146 489 390 1961 185 201 147 298 1905 1835 106 239 106 506 133 133 399 1329 874 455 107
is_linear=0
shrinkage=0.0032351


Tree=3057
num_leaves=33
num_cat=0
split_feature=1 1 12 47 3 1 13 3 3 1 159 49 52 13 1 12 1 49 43 13 13 133 3 12 13 403 52 13 52 457 12 52
split_gain=87.2733 18.8156 12.7244 6.35512 4.49995 3.65787 2.48342 2.2655 2.98339 2.12551 2.09459 1.66707 1.87021 1.55448 1.17302 1.17063 1.11524 0.954843 1.04868 0.993274 0.84577 1.80239 0.844398 0.789657 1.01196 0.566994 0.559817 0.453581 0.588872 0.384874 0.325634 0.277437
threshold=0.10404000000000001 0.12448500000000001 0.087255000000000013 0.11224000000000002 -0.070619999999999988 0.15028500000000003 0.032645000000000007 1.0000000180025095e-35 0.11745500000000002 0.11239500000000001 0.081975000000000006 -0.0019649999999999997 -0.077114999999999975 0.065520000000000009 1.0000000180025095e-35 0.082425000000000012 0.11215000000000001 0.10470500000000001 0.05259500000000001 -0.055229999999999994 -0.057284999999999996 -1.0000000180025095e-35 0.057935000000000007 -0.081654999999999991 -0.052719999999999996 -0.081224999999999992 -0.0052199999999999989 0.099195000000000019 0.081945000000000018 0.059100000000000007 0.091395000000000018 -0.10337499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 5 6 23 15 16 -9 -4 11 12 -6 -8 20 -1 -2 18 25 30 -13 -22 -16 -3 -25 26 -17 -15 -29 -27 -20 -19
right_child=1 3 9 -5 10 -7 13 8 -10 -11 -12 14 -14 27 22 17 -18 31 19 -21 21 -23 -24 24 -26 29 -28 28 -30 -31 -32 -33
leaf_value=0.0034818797777409617 0.00092824722055455714 0.0012440099422546768 0.0031052791171449442 0.0018380473773873885 0.0026258635493694401 -1.8496172952329447e-05 0.0021876572273874231 0.0024322928911291908 0.0013847949192978591 0.0023609636708872899 0.0030641937417241892 0.0027746354913754127 0.0017967774990873694 0.00303345934006504 0.0026570104257188799 0.0026350716115916941 0.0015664763833719078 0.0028824693844698808 0.0024178969516138659 0.0031054585048286851 0.0027821314459255814 0.0020095772951043362 0.0032223495270306836 0.0004518819977999392 0.0010688424757337334 0.0030883441588294477 0.0030040582452077048 0.0025390881531443766 0.0029661763751872602 0.0033761440936273136 0.002768006331971213 0.0025716221673251737
leaf_weight=55 62 56 80 65 55 57 55 53 62 82 94 77 60 64 62 52 54 64 52 70 56 74 52 54 58 746 310 92 56 55 67 64
leaf_count=55 62 56 80 65 55 57 55 53 62 82 94 77 60 64 62 52 54 64 52 70 56 74 52 54 58 746 310 92 56 55 67 64
internal_value=0 0.00157201 0.00203334 0.000946714 0.00288706 0.000689064 0.00296427 0.00154551 0.00186786 0.00272874 0.00262445 0.00252956 0.0021936 0.00267516 0.00264981 0.00301454 0.00122565 0.00299715 0.00302267 0.00279703 0.0025035 0.00234264 0.00291519 0.000929334 0.000771688 0.00305931 0.00295115 0.00280147 0.00270092 0.00310815 0.00261531 0.00272732
internal_weight=0 683 393 290 2332 225 1802 231 115 162 530 436 115 267 321 1535 116 1480 1352 189 207 130 114 168 112 1163 362 212 148 801 119 128
internal_count=3015 683 393 290 2332 225 1802 231 115 162 530 436 115 267 321 1535 116 1480 1352 189 207 130 114 168 112 1163 362 212 148 801 119 128
is_linear=0
shrinkage=0.0032351


Tree=3058
num_leaves=11
num_cat=0
split_feature=1375 4 39 4 376 12 12 4 52 4
split_gain=1.39859 1.22687 0.963069 0.950408 0.807693 0.781055 0.7404 0.824638 1.27232 0.770341
threshold=-0.14057999999999995 0.51395000000000002 0.085355000000000014 -0.52258999999999989 0.085945000000000008 0.14472000000000004 -0.097314999999999985 -0.17006499999999999 -0.088779999999999984 -0.10701499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 -5 8 -8 -9
right_child=1 2 -4 4 -6 -7 7 9 -10 -11
leaf_value=-0.0054553607825817557 -0.0044843065203888002 -0.0087497969540539806 0.0026473052471174957 0.0097226528448395733 -0.0026120350593276014 -0.0031417996686223309 0.0035894914668744057 -0.002123169308512406 0.014188464100755931 0.0037638874779412196
leaf_weight=67 52 53 54 80 71 56 101 83 69 2329
leaf_count=67 52 53 54 80 71 56 101 83 69 2329
internal_value=0 0.00332199 -0.00299199 0.00356002 0.00371023 0.00387562 0.00402348 0.00384665 0.0078952 0.00356104
internal_weight=0 2948 107 2841 2789 2718 2662 2582 170 2412
internal_count=3015 2948 107 2841 2789 2718 2662 2582 170 2412
is_linear=0
shrinkage=0.0600965


Tree=3059
num_leaves=31
num_cat=0
split_feature=3 3 43 42 0 40 150 52 3 3 49 52 123 52 484 150 3 0 0 3 0 52 43 3 43 3 43 0 475 0
split_gain=35.3872 7.50685 6.08749 6.83968 5.17924 4.07703 4.01446 2.70692 2.24805 1.81849 1.41141 1.35569 1.25653 1.09862 1.19922 1.34644 2.61989 2.252 1.02162 1.01407 0.994285 0.618407 0.466931 0.385954 0.361483 0.267099 0.17335 0.51308 0.0762877 0.0285829
threshold=-0.049204999999999992 0.3148450000000001 -0.043004999999999995 -1.0000000180025095e-35 -0.06952499999999999 -0.085054999999999978 0.094620000000000024 -0.4387299999999999 -0.094654999999999975 -0.17010999999999998 0.10470500000000001 -0.082174999999999984 0.08901000000000002 0.11122500000000002 0.084470000000000017 0.083205000000000015 -0.14186499999999996 -0.10071499999999999 -0.11214999999999999 -0.076189999999999994 -0.15753999999999999 -0.15365999999999999 -0.082439999999999986 -0.086284999999999987 -0.083669999999999981 -0.063889999999999988 -0.010894999999999998 -0.08237499999999999 -0.008964999999999999 -0.070664999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -5 11 28 9 -9 13 21 -7 14 15 16 -1 -18 20 -10 -13 -4 -15 -12 -16 -21 27 -24 -6 -20
right_child=1 -3 6 5 7 12 -8 8 19 -11 23 18 -14 22 24 -17 17 -19 29 25 -22 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0028045976303680332 0.0019776542572612194 0.00041567735442676624 0.001836399417027759 -5.7521689003819243e-05 0.0020998018184880444 0.0012133641123201167 0.00086185657872601702 0.001713386286081845 0.0022170727954070372 0.00097171815369747575 0.0020620983227981611 0.001577004566856721 0.00058488553507998709 0.0022177873379914709 0.0023626026369274167 0.001732344523329425 0.001583046234136979 0.0022186342680559179 0.0014548727435710054 0.0018096609610736634 0.0021437928172905805 0.0023352988021050889 0.0016344468986629515 0.0016978159779286546 0.0027426286223911529 0.0015064607403871171 0.0020661332115715463 0.0020343493483418254 0.002284197301457516 0.0013348017168598137
leaf_weight=79 60 99 59 55 53 98 63 66 58 80 53 79 54 80 57 65 65 1013 60 87 60 52 66 85 57 53 63 78 64 54
leaf_count=79 60 99 59 55 53 98 63 66 58 80 53 79 54 80 57 65 65 1013 60 87 60 52 66 85 57 53 63 78 64 54
internal_value=0 0.00126623 0.00138751 0.000996346 0.00207835 0.000711738 0.00163202 0.00176656 0.00161871 0.00130723 0.00215995 0.00176522 0.000990321 0.00218731 0.00222733 0.00219693 0.002223 0.00218034 0.00163118 0.0018482 0.00182191 0.00207044 0.00200086 0.00183798 0.00255292 0.00169513 0.00191686 0.00185131 0.00220097 0.00139831
internal_weight=0 793 694 267 2222 207 427 461 344 146 1761 364 152 1623 1336 1222 1157 1078 253 198 139 111 287 138 114 140 207 144 117 114
internal_count=3015 793 694 267 2222 207 427 461 344 146 1761 364 152 1623 1336 1222 1157 1078 253 198 139 111 287 138 114 140 207 144 117 114
is_linear=0
shrinkage=0.0032998


Tree=3060
num_leaves=26
num_cat=0
split_feature=4 12 150 15 51 4 14 4 4 49 49 131 150 12 0 484 0 0 484 15 12 15 42 0 4
split_gain=75.1227 22.2031 6.41231 5.36803 4.74326 3.46854 2.97921 2.60476 7.68334 4.1076 1.96651 1.70008 1.53724 1.40064 1.3875 1.17619 0.982044 0.778873 0.724256 0.682673 0.552866 0.514624 0.352827 0.387467 0.231941
threshold=0.31392000000000003 1.0000000180025095e-35 0.093965000000000007 0.13592500000000005 -0.096089999999999981 0.0033150000000000007 -0.45687499999999998 -0.0034749999999999994 -0.047714999999999987 0.0060400000000000011 -0.053239999999999996 0.077860000000000013 0.081245000000000026 0.090285000000000018 -0.085349999999999995 -0.081359999999999974 -0.029849999999999998 -0.10147999999999999 -0.077959999999999988 0.085915000000000019 0.084270000000000012 -0.068309999999999996 0.097140000000000018 -0.06984499999999999 0.062600000000000017
decision_type=2 2 2 2 2 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 -2 8 16 -9 -3 12 17 21 15 -12 -6 -8 -16 -20 -17 -7 23 24 -15
right_child=6 3 -4 -5 7 13 11 9 -10 -11 14 -13 -14 22 18 20 -18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=0.0028312050099608761 0.0016610441513456138 0.0024062940043319738 0.0010600680361345038 0.0017798299956231869 0.0025802377863595031 0.0029293481887815009 0.00105438633664169 0.0027508620434585863 0.0010890459785270065 0.0017759245377603843 0.002689036185038486 0.00033366300094185396 0.0013855325147792883 0.0024830778271401348 0.0031022996320148738 0.003326840231182585 0.002019996534651276 0.0005859178457782901 0.0026984985880297409 0.0028710657061373729 0.0030354289683277376 0.0025289529253730144 0.0021631141514967603 0.0026713557767584126 0.0022058521425171685
leaf_weight=89 54 92 59 54 62 88 64 96 92 80 88 53 63 68 86 86 66 82 426 534 324 54 60 57 62
leaf_count=89 54 92 59 54 62 88 64 96 92 80 88 53 63 68 86 86 66 82 426 534 324 54 60 57 62
internal_value=0 0.00261917 0.00204847 0.00276848 0.00216864 0.00279483 0.000982059 0.00201964 0.00178888 0.0023079 0.00285899 0.000841986 0.000970729 0.00252489 0.00288594 0.00302468 0.00229163 0.000791506 0.00281986 0.00279452 0.00309664 0.00277732 0.00237963 0.00244892 0.00235112
internal_weight=0 2623 544 2079 485 2025 316 396 220 176 1636 262 209 389 1544 498 128 146 1046 960 410 142 247 187 130
internal_count=2939 2623 544 2079 485 2025 316 396 220 176 1636 262 209 389 1544 498 128 146 1046 960 410 142 247 187 130
is_linear=0
shrinkage=0.00317166


Tree=3061
num_leaves=30
num_cat=0
split_feature=1 3 2 2 4 2 3 15 2 3 51 1 52 14 3 3 15 42 4 42 3 1446 1213 15 52 2 4 2 49
split_gain=110.084 26.9014 9.99008 9.05351 6.13904 5.65722 3.62803 3.26161 3.17933 3.41084 2.50364 2.48369 2.38273 1.97998 4.13849 1.3732 1.18736 1.18526 1.06604 0.946148 0.922904 0.769316 0.457389 0.450155 0.894896 0.62813 0.426959 0.417402 0.208628
threshold=0.10054 -0.053364999999999996 0.11426500000000002 0.14132000000000003 0.046185000000000004 -1.0000000180025095e-35 -0.074084999999999998 -0.083029999999999979 0.10633000000000002 0.085880000000000012 -0.094454999999999983 0.083670000000000008 0.084285000000000013 0.073890000000000011 -0.12077499999999998 0.13470000000000001 -0.11124499999999998 0.09087000000000002 -0.0083549999999999978 0.088185000000000013 -0.072649999999999978 0.085950000000000013 -0.092079999999999981 0.091490000000000016 -0.0078749999999999983 0.091525000000000009 0.42405000000000009 0.095195000000000016 0.092020000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 -3 13 -2 -7 -10 -8 16 18 14 -1 -11 -6 -9 -12 21 28 22 -16 24 -21 -25 -5 -14 -18
right_child=1 3 -4 26 11 8 10 17 9 15 12 -13 27 -15 19 -17 20 -19 -20 23 -22 -23 -24 25 -26 -27 -28 -29 -30
leaf_value=0.0017301842490658258 0.0012407435273307954 -7.4134466037221843e-06 0.00056986445926471751 -0.00021173247410416664 0.0024107155074157014 0.0014282824580662578 0.002570637710113597 0.0023954158929248006 7.6539415515253817e-05 0.0013378241248294088 0.0013935923377998065 0.0012615750554642248 0.0023742023513021559 0.0029427331986641042 0.0026913802913687982 0.00063374304190382707 0.0021533910787127253 0.0018607113033916748 0.0019051401876518381 0.0021441419537340882 0.001577418775865868 0.0028455052724559696 0.0024303811264395942 0.0019894786932567673 0.0025298696078643432 0.0024297241339095695 -0.00060643453339421648 0.0020504744701828528 0.0018869947265881476
leaf_weight=94 52 101 71 55 52 75 79 92 66 56 76 60 82 65 77 56 69 78 91 104 71 55 768 93 151 52 56 84 58
leaf_count=94 52 101 71 55 52 75 79 92 66 56 76 60 82 65 77 56 69 78 91 104 71 55 768 93 151 52 56 84 58
internal_value=0 0.00085337 0.00160612 0.000378981 0.00225655 0.000626835 0.00232511 0.00193739 0.000880167 0.000649029 0.0020617 0.00184262 0.00194086 0.00239947 0.00237411 0.000986086 0.00198194 0.00215028 0.00167254 0.00242065 0.00186916 0.00247816 0.0024542 0.00229117 0.00237269 0.00214759 -0.000411167 0.00221059 0.002032
internal_weight=0 758 293 465 2181 354 1871 222 253 178 412 310 333 1459 1394 112 250 170 167 1300 198 900 845 400 255 145 111 166 127
internal_count=2939 758 293 465 2181 354 1871 222 253 178 412 310 333 1459 1394 112 250 170 167 1300 198 900 845 400 255 145 111 166 127
is_linear=0
shrinkage=0.00317166


Tree=3062
num_leaves=25
num_cat=0
split_feature=2 12 3 2 10 0 2 0 15 0 15 2 2 14 0 2 480 3 50 2 3 15 15 2
split_gain=31.4099 15.0384 5.09191 4.57786 4.47828 4.62392 3.42876 2.96698 2.67766 3.36531 2.4179 2.27728 1.55604 1.34282 2.07835 1.35503 1.06484 0.692812 0.628063 1.09147 0.703676 0.612116 0.525474 0.499713
threshold=0.11891500000000001 -0.012249999999999999 0.11269500000000002 -0.0050599999999999994 -0.36237499999999995 -0.084114999999999981 0.093765000000000015 -0.074309999999999973 -0.032519999999999993 -0.050064999999999991 -0.099614999999999981 0.10615500000000001 -0.046074999999999991 0.073890000000000011 -0.11327499999999999 0.088135000000000005 0.08610000000000001 -0.076914999999999997 0.08956500000000002 0.10301500000000001 -0.088484999999999994 -0.12776499999999999 -0.049344999999999993 0.11002000000000002
decision_type=2 2 2 2 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 12 -2 21 -5 11 9 17 -7 13 -1 14 15 -3 -16 -9 19 20 -10 -6 -12 -21
right_child=4 2 -4 6 5 10 -8 8 18 -11 22 -13 -14 -15 16 -17 -18 -19 -20 23 -22 -23 -24 -25
leaf_value=0.0012034848984176841 0.00021568684942562579 0.0021958973501898572 0.0013798477142465391 0.0022290682550126714 0.00090964357465230276 0.0010425173726651786 0.0013121693793081797 0.0020696099022728168 0.0015819063801422728 0.0010074319038980574 0.0019696011888465739 0.0015562896806864289 0.00047334338557744642 0.0025888531636919817 0.0022460827824193601 0.0015729584661802721 0.0019257844922142804 0.0016228041780330291 0.0023120726206800131 0.0024678605021382005 0.001995770295076723 0.00046558708885109987 0.0015488199803076524 0.0020606670302379449
leaf_weight=56 52 55 90 61 66 70 101 84 58 56 58 52 53 82 1276 81 106 54 86 52 118 52 55 65
leaf_count=56 52 55 90 61 66 70 101 84 58 56 58 52 53 82 1276 81 106 54 86 52 118 52 55 65
internal_value=0 0.0020122 0.00209176 0.00133241 0.00104256 0.0011853 0.00165762 0.00212054 0.00193104 0.00163897 0.00148887 0.00218626 0.000848761 0.00220671 0.00218605 0.00182512 0.00222154 0.00189501 0.00208045 0.00201236 0.00185957 0.000714234 0.00176508 0.00224192
internal_weight=0 2586 2315 271 353 301 162 2225 573 194 183 1652 109 1600 1518 136 1382 138 379 293 176 118 113 117
internal_count=2939 2586 2315 271 353 301 162 2225 573 194 183 1652 109 1600 1518 136 1382 138 379 293 176 118 113 117
is_linear=0
shrinkage=0.0030485


Tree=3063
num_leaves=24
num_cat=0
split_feature=4 3 12 4 43 49 16 15 43 13 13 123 16 3 13 15 4 13 475 475 16 4 475
split_gain=64.147 19.6632 13.3944 4.17285 3.41504 3.31543 3.13769 3.87577 2.33093 2.17155 2.67983 2.80991 2.13983 2.36921 2.06775 2.03244 1.84564 1.53015 1.36198 1.39537 1.19437 0.74363 0.547617
threshold=0.31392000000000003 0.28833000000000003 -0.012249999999999999 0.024470000000000002 -0.069434999999999983 -0.056179999999999987 -0.053299999999999993 -0.065419999999999992 -0.088689999999999977 0.053700000000000005 -0.36115499999999995 0.086020000000000013 -0.10064999999999998 -0.080409999999999995 -0.074564999999999979 -0.19153499999999998 0.062600000000000017 -0.011694999999999999 -0.084144999999999984 -0.061639999999999993 -0.35377499999999995 0.24099500000000004 -0.087994999999999976
decision_type=2 2 2 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 14 16 -8 -1 10 -2 15 13 -7 -4 -12 -5 -10 22 -20 21 -18 -14
right_child=9 -3 3 6 -6 12 7 -9 17 -11 11 -13 18 -15 -16 -17 20 -19 19 -21 -22 -23 -24
leaf_value=0.0021364144691608583 0.00050650651130388106 0.00072681380459856029 0.0026775648872375398 0.0031029272112142021 0.0024067557771552794 0.0035068805952551386 0.0024437001983380804 0.0013947441187377872 0.0016934364250536188 0.00044491889087172241 0.0019134347617007419 0.00079249212209741497 0.0028123174505094296 0.0026243699755093548 0.0019671241837658842 0.0011363795331345288 0.0029094378015489786 0.00092543895215018216 0.002341848256044683 0.0027171368074840551 0.0021291192009840971 0.0023717119777933735 0.0031727992597030872
leaf_weight=52 53 59 75 52 76 76 80 64 53 54 77 71 91 52 93 61 54 52 109 1368 80 52 85
leaf_count=52 53 59 75 52 76 76 80 64 53 54 77 71 91 52 93 61 54 52 109 1368 80 52 85
internal_value=0 0.0025379 0.00257956 0.00265207 0.00185401 0.0027116 0.0023483 0.00197773 0.00158622 0.00102508 0.00114453 0.00130616 0.00275187 0.00314863 0.00228449 0.0015702 0.00257236 0.00131342 0.00272112 0.00268946 0.00242385 0.00264597 0.00298661
internal_weight=0 2623 2564 2331 233 1949 382 144 157 316 262 209 1781 128 168 138 238 105 1653 1477 186 106 176
internal_count=2939 2623 2564 2331 233 1949 382 144 157 316 262 209 1781 128 168 138 238 105 1653 1477 186 106 176
is_linear=0
shrinkage=0.00317166


Tree=3064
num_leaves=24
num_cat=0
split_feature=1 1 4 2 2 4 14 41 51 2 1 16 484 2 4 16 42 2 16 51 43 16 16
split_gain=56.8509 12.1636 6.77929 6.43598 5.01151 4.58358 4.09202 2.70337 2.28948 2.12465 1.43635 1.14514 1.0086 0.968556 0.942269 1.55376 1.0288 0.876501 0.784315 0.748676 0.58967 0.367956 0.114224
threshold=0.118385 0.095920000000000019 -0.032169999999999997 0.14132000000000003 0.092250000000000013 0.51326500000000019 0.073890000000000011 0.077300000000000021 -0.06533499999999999 0.10724500000000002 0.10721500000000002 0.26411500000000004 0.088135000000000005 0.12026500000000001 0.032770000000000001 -0.33811499999999994 -0.14704499999999995 0.11218000000000002 -0.075724999999999987 -1.0000000180025095e-35 -0.066724999999999993 -0.075274999999999995 -0.43279999999999996
decision_type=2 2 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 5 10 8 7 9 -2 12 -4 -3 14 -10 16 -16 -1 -6 -11 -20 -14 -5 -19
right_child=3 2 4 21 17 -7 -8 -9 13 18 -12 -13 20 -15 15 -17 -18 22 19 -21 -22 -23 -24
leaf_value=0.0027016326064697783 0.0018119588048156878 0.0019015335364414617 0.0015280838022590682 0.00033249906979236448 0.00080657663720607993 0.00026322486715384195 0.0029104029709066336 0.0015448268671658866 0.0013139941701355512 0.0022584657364731345 0.0021805793592175873 0.0024160016525878705 0.0023570110400635896 0.00073807880619533215 0.0023314729613492157 0.0016929772869598899 0.0022437268227882014 0.0011415197337404754 0.0019941425489567594 0.0015618387125247604 0.0027890940456179901 -1.8774124428839275e-05 0.0013572818003864848
leaf_weight=52 62 83 67 67 79 54 85 62 67 56 70 94 88 53 74 81 1362 53 103 68 52 54 53
leaf_count=52 62 83 67 67 79 54 85 62 67 56 70 94 88 53 74 81 1362 53 103 68 52 54 53
internal_value=0 0.00212102 0.00167598 0.000770523 0.0014016 0.00107548 0.00222762 0.00219855 0.00131629 0.00221947 0.00186172 0.00217495 0.00225788 0.00105991 0.00223467 0.00199803 0.00226059 0.00106067 0.00193015 0.00182243 0.00251774 0.000175453 0.00124972
internal_weight=0 2582 499 357 322 236 2083 1998 182 1936 137 177 1709 120 1569 155 1414 185 227 171 140 121 106
internal_count=2939 2582 499 357 322 236 2083 1998 182 1936 137 177 1709 120 1569 155 1414 185 227 171 140 121 106
is_linear=0
shrinkage=0.00317166


Tree=3065
num_leaves=22
num_cat=0
split_feature=1 9 151 10 1 151 2 16 16 1 4 43 2 160 43 43 43 43 160 457 457
split_gain=2.44942 1.24484 1.09843 0.97372 0.926159 0.985563 0.827867 1.01114 1.99502 0.957698 0.754101 0.725893 1.20244 0.570071 0.533588 0.494145 0.893164 0.858561 0.440374 0.408977 0.379764
threshold=0.12448500000000001 0.085785000000000014 -0.29526499999999994 -0.063134999999999983 0.087055000000000007 -0.0035949999999999997 1.0000000180025095e-35 0.27450000000000002 -0.0083599999999999976 0.098395000000000024 -0.083804999999999977 -0.055679999999999993 0.13554000000000002 -0.54243999999999992 0.053305000000000012 0.10019000000000002 0.25734000000000007 -1.0000000180025095e-35 -0.12602499999999997 -0.084874999999999992 0.069705000000000003
decision_type=2 2 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 19 10 8 9 -8 -6 -5 -13 -7 18 17 -17 -15 -12 -4 -21
right_child=3 -3 4 11 6 13 7 -9 -10 -11 14 12 -14 15 -16 16 -18 -19 -20 20 -22
leaf_value=0.012692281877205409 -0.0054795797684247267 0.013250733718556562 0.012294169978482187 -0.0018395000006737564 -0.00047859995867789083 0.010346990553666637 0.0085065564498676173 0.0067874874183926227 -0.0066401313031021168 0.0009001732721073025 0.0030589472838103296 0.0097244343805544895 0.00025603114889158584 0.0056351201453837636 0.0019196399278749306 0.013504603828265986 0.0054908532983906537 0.0022647311006027231 0.0075775097262756226 0.0046804327833958057 0.010115559563646487
leaf_weight=54 56 55 76 80 53 62 62 92 74 147 70 61 84 968 72 52 125 251 310 64 73
leaf_count=54 56 55 76 80 53 62 62 92 74 147 70 61 84 968 72 52 125 251 310 64 73
internal_value=0 0.00560744 0.00544586 0.000569869 0.00529225 0.00600211 0.0039437 0.00211562 0.00059492 0.00315923 0.0053001 0.00207794 0.00424307 0.00552506 0.0059789 0.00531052 0.00784827 0.00494158 0.00674658 0.00926496 0.00758052
internal_weight=0 2660 2605 281 2551 1671 880 375 283 209 505 225 145 1458 452 1396 177 1219 380 213 137
internal_count=2941 2660 2605 281 2551 1671 880 375 283 209 505 225 145 1458 452 1396 177 1219 380 213 137
is_linear=0
shrinkage=0.0512917


Tree=3066
num_leaves=14
num_cat=0
split_feature=1 9 10 157 49 49 39 157 148 15 13 15 15
split_gain=1.69606 1.02771 0.774762 0.760796 0.983181 0.7007 0.712955 0.842527 0.994699 0.598893 0.552296 0.549313 0.42989
threshold=0.13546500000000003 0.088665000000000008 -0.00189 -0.082259999999999986 -0.0061499999999999992 0.17351000000000003 0.10096000000000001 -0.066269999999999982 -0.063794999999999977 -0.0087299999999999999 -0.27740999999999993 -0.080724999999999977 -0.26547499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 9 -9 -5 -2 -6 -12
right_child=10 -3 3 5 11 -7 -8 8 -10 -11 12 -13 -14
leaf_value=-0.00039240466543795334 -0.0052383916713991249 0.013473283464933913 0.014048897477537615 0.0042852459612176159 0.010016078642804849 0.011671687497551589 -0.0013627688927587821 0.011350531645605131 0.0049826595640970394 -0.0042185317106970526 -0.001496942572432412 0.0030803293198638413 0.005527031897960011
leaf_weight=86 60 52 75 58 67 53 63 89 2061 57 67 98 55
leaf_count=86 60 52 75 58 67 53 63 89 2061 57 67 98 55
internal_value=0 0.00526143 0.00510345 0.00528402 0.00844948 0.00496469 0.00481172 0.00498374 0.00524655 6.48607e-05 -0.000607758 0.00590048 0.00166445
internal_weight=0 2759 2707 2621 240 2381 2328 2265 2150 115 182 165 122
internal_count=2941 2759 2707 2621 240 2381 2328 2265 2150 115 182 165 122
is_linear=0
shrinkage=0.0589181


Tree=3067
num_leaves=25
num_cat=0
split_feature=1 0 34 151 1 12 39 1 16 16 151 151 160 160 0 12 159 160 12 1 150 457 12 1
split_gain=1.27253 0.800171 0.710082 0.794255 0.740225 0.936615 0.702855 0.697583 0.805761 1.25135 0.7065 0.635232 0.437348 0.75361 0.815304 0.681484 0.650712 0.423115 0.664872 0.468916 0.365202 0.495905 0.32162 0.317839
threshold=0.12448500000000001 -0.057749999999999989 -0.023104999999999997 -0.29526499999999994 0.087545000000000026 0.092395000000000019 0.094405000000000003 0.11277000000000001 -0.0070549999999999996 0.062910000000000008 -0.082774999999999987 -0.0056149999999999993 -0.088899999999999993 -0.0048599999999999989 -0.13165999999999997 0.083985000000000018 -0.17649999999999996 -0.060659999999999992 0.094675000000000023 0.10378000000000001 0.077110000000000012 -0.084874999999999992 0.086085000000000009 0.14195000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 -4 11 7 -2 8 10 -10 -6 20 16 15 -15 -14 -13 -7 -19 -20 21 -5 -18 -3
right_child=1 23 3 4 5 17 -8 -9 9 -11 -12 12 13 14 -16 -17 22 18 19 -21 -22 -23 -24 -25
leaf_value=0.0095587316595719934 0.0057127265339146751 -9.7296086781104666e-05 0.011002611273090995 0.0097724433046752907 -0.0041254945338338976 0.00089942591822679779 -0.0021187679830948348 0.0058407966453491436 -0.0094371019740854909 0.0019358833246772556 0.0030040673854228898 0.010905528730020158 -0.0041472832190521478 0.010325532618586458 0.0039882836958970687 0.0029265359153821105 0.0069147061216527613 0.011808325977600641 0.0019797516171340935 0.0075402484126351026 0.010929070239921387 0.002996684802443111 0.0022172669019623163 -0.0059228195054257613
leaf_weight=80 103 57 53 61 54 63 57 84 61 63 254 73 65 70 959 133 95 52 104 92 70 81 93 64
leaf_count=80 103 57 53 61 54 63 57 84 61 63 254 73 65 70 959 133 95 52 104 92 70 81 93 64
internal_value=0 0.000289043 0.00429852 0.00413518 0.00399091 0.00259963 0.00291898 0.00111857 0.000198957 -0.00365402 0.00175212 0.00466737 0.00425325 0.00380425 0.00441998 0.000601269 0.00636175 0.00505501 0.00610822 0.00459287 0.0075712 0.00591166 0.00459419 -0.00318356
internal_weight=0 281 2660 2580 2527 827 160 516 432 124 308 1700 1488 1227 1029 198 261 311 248 196 212 142 188 121
internal_count=2941 281 2660 2580 2527 827 160 516 432 124 308 1700 1488 1227 1029 198 261 311 248 196 212 142 188 121
is_linear=0
shrinkage=0.0566302


Tree=3068
num_leaves=26
num_cat=0
split_feature=4 12 150 4 16 11 11 16 49 49 16 51 49 12 1213 49 4 52 52 12 1453 133 42 51 16
split_gain=21.8565 8.55186 3.99881 2.481 3.86668 2.43777 1.99096 1.8973 1.8091 1.79689 1.28313 1.2645 1.25178 0.803626 0.759746 0.626354 0.697387 0.613333 0.699413 0.588689 0.533873 0.563378 0.5228 0.340621 0.0377977
threshold=0.31392000000000003 1.0000000180025095e-35 0.085845000000000019 -0.0034749999999999994 0.022165000000000004 1.0000000180025095e-35 0.084110000000000004 -0.010749999999999997 0.091005000000000016 -0.14644499999999996 0.25032500000000008 -0.095799999999999982 -0.075679999999999983 0.089895000000000017 -0.078199999999999978 -0.021474999999999998 0.51292000000000015 -0.057374999999999995 -0.45635499999999996 -0.025219999999999996 -0.0017099999999999999 -0.14785999999999996 0.090375000000000025 -0.092239999999999989 -0.4136149999999999
decision_type=2 2 2 2 2 2 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 9 15 -1 19 -3 -7 17 -4 20 -15 -2 24 18 -11 -5 -13 -22 -16 -6 -17
right_child=6 5 12 8 23 10 -8 -9 -10 11 -12 13 -14 14 22 16 -18 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.0011635368849272716 0.00034948408031365943 0.0011338858312798939 0.0010769951064136393 0.0017167283986966628 0.0015007907926786522 0.002328234865052342 0.0013234741511786727 0.00042068865261862457 0.0013146854359196276 0.0016038739371922572 0.0017782072085606084 0.0021135563718845717 0.00041645597141779151 0.001946113679908468 0.0015559590277702637 0.00097346268356347701 0.0005474787702474149 0.0017443439621999399 0.0011353505374016562 0.0021708356149234666 0.0020275002038638739 0.0017603523908381884 0.0017283499875246921 0.001855954487354513 0.0008460781566931874
leaf_weight=93 52 53 60 55 55 96 52 52 71 57 73 53 52 87 376 53 101 55 69 58 87 753 323 53 52
leaf_count=93 52 53 60 55 55 96 52 52 71 57 73 53 52 87 376 53 101 55 69 58 87 753 323 53 52
internal_value=0 0.00164093 0.00129546 0.0014299 0.00122962 0.00173201 0.000767779 0.000897365 0.0017051 0.00170029 0.00209085 0.00171641 0.000770613 0.00174314 0.00167007 0.00065565 0.000732774 0.00146832 0.00134757 0.0019501 0.00180742 0.00178806 0.00163567 0.00167539 0.000910693
internal_weight=0 2631 549 437 253 2082 310 145 184 1913 169 1860 112 1679 786 258 206 181 126 113 893 840 699 108 105
internal_count=2941 2631 549 437 253 2082 310 145 184 1913 169 1860 112 1679 786 258 206 181 126 113 893 840 699 108 105
is_linear=0
shrinkage=0.00310948


Tree=3069
num_leaves=29
num_cat=0
split_feature=12 4 12 13 10 156 4 0 3 4 12 150 16 52 0 3 4 16 0 4 52 132 155 16 1447 0 158 16
split_gain=64.3593 18.3309 10.862 10.3119 8.9001 5.6301 5.48408 4.61124 4.3554 3.26839 2.89156 2.39064 2.08876 2.50478 1.98653 2.936 1.53012 1.36437 1.2028 1.11796 1.1 1.06325 1.10787 3.31674 1.48547 0.982613 0.608886 0.442519
threshold=0.023990000000000004 0.31392000000000003 0.14523000000000003 -0.0015099999999999998 -1.0000000180025095e-35 0.093425000000000022 0.032770000000000001 -0.105195 0.0098450000000000013 -0.0034749999999999994 0.098785000000000012 0.082965000000000025 -0.049824999999999994 -0.0060599999999999994 -0.083564999999999987 -0.14884499999999998 0.51395000000000002 -0.12653999999999996 -0.097604999999999983 0.24099500000000004 0.25544500000000009 1.0000000180025095e-35 0.098655000000000007 0.25032500000000008 -0.064864999999999992 -0.061674999999999994 0.080045000000000019 -0.066539999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 11 14 -3 9 -6 17 12 -5 -14 15 -2 -9 19 -17 -8 26 22 23 24 -16 -12 -20 -23
right_child=2 7 -4 5 8 -7 10 16 -10 -11 25 -13 13 -15 21 18 -18 -19 20 -21 -22 27 -24 -25 -26 -27 -28 -29
leaf_value=0.00053987901401950273 0.0038212348156082872 0.0015039973727348501 0.0013526715862672747 0.002887139318484601 0.0016763825107440342 0.0034538751085362294 0.0032155089623731371 0.00086314784446265452 0.001211134792352456 0.0027710253254011629 0.0018781667990963986 0.0016791919983820804 0.0026160592642115016 0.0016565646810464416 0.0033505404928314635 0.0025591519942160727 0.00014736853568606505 0.0024045579447843318 0.0030776947916843662 0.0026244518225529354 0.0026416544000488575 0.0033779783030627518 0.0031429965015508147 0.0020001979818550582 0.0027916906897009898 0.0024678303778533825 0.0034578189562282976 0.0029588424830708079
leaf_weight=67 55 99 52 73 52 53 74 78 59 70 78 58 65 55 57 56 56 87 536 68 61 55 103 56 654 52 52 60
leaf_count=67 55 99 52 73 52 53 74 78 59 70 78 58 65 55 57 56 56 87 536 68 61 55 103 56 654 52 52 60
internal_value=0 0.00174013 0.00284379 0.00206779 0.00156806 0.00247535 0.00288063 0.00096371 0.00194846 0.00230475 0.00250856 0.00226859 0.00244553 0.00217658 0.00295715 0.00308449 0.000564279 0.00273222 0.00302696 0.00293272 0.00306728 0.00285886 0.00281907 0.00277553 0.00283654 0.0021143 0.00311137 0.00315961
internal_weight=0 785 2156 552 248 304 2104 233 181 122 359 251 193 120 1745 760 134 229 705 142 649 985 870 767 711 130 588 115
internal_count=2941 785 2156 552 248 304 2104 233 181 122 359 251 193 120 1745 760 134 229 705 142 649 985 870 767 711 130 588 115
is_linear=0
shrinkage=0.0032998


Tree=3070
num_leaves=16
num_cat=0
split_feature=13 14 16 160 14 0 49 16 0 42 11 13 2 16 16
split_gain=1.42282 1.01699 1.91678 0.576841 0.719682 1.17666 1.13887 0.98687 1.46805 1.37564 0.822195 1.47356 0.507677 0.50486 0.472866
threshold=-0.27740999999999993 -0.13131999999999996 -0.0038249999999999998 -0.54959499999999994 0.082295000000000021 -0.108275 -0.14917999999999998 -0.24404999999999996 -0.14755499999999996 0.073240000000000013 0.090310000000000015 -0.097454999999999986 0.089795000000000014 -0.25397999999999993 -0.52334499999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 -2 -3 5 7 -7 9 12 14 11 -8 -9 -1 -5
right_child=1 3 -4 4 -6 6 10 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.0052396483064244617 0.017957731120487673 -0.001299896299885653 0.0030883756263775414 0.0041267943928757767 0.011082044499783165 -0.0030263048058000665 0.013786893822482004 0.0061923149796609712 -0.0089475310982440985 -0.0019841416658579196 -0.0018138370080326243 0.0050566397325633658 -0.0017143719165534004 0.0015918175857613846 0.011500563261411698
leaf_weight=56 52 54 60 52 54 56 64 52 59 70 53 2077 52 91 61
leaf_count=56 52 54 60 52 54 56 64 52 59 70 53 2077 52 91 61
internal_value=0 0.00470509 0.0099974 0.00448566 0.00460378 0.00446879 0.00494168 0.00139186 -0.00181013 0.0042472 0.00514534 0.00531789 0.00223316 -0.00100653 0.00811267
internal_weight=0 2816 112 2704 2650 2596 2250 346 163 183 2194 2141 104 147 113
internal_count=2963 2816 112 2704 2650 2596 2250 346 163 183 2194 2141 104 147 113
is_linear=0
shrinkage=0.0566302


Tree=3071
num_leaves=27
num_cat=0
split_feature=1 1 12 16 0 4 49 16 4 1 0 4 0 1447 0 0 1210 1 48 0 0 4 159 42 12 1
split_gain=49.4024 7.41288 7.29827 4.03954 2.59104 2.83422 2.35885 2.18121 2.11848 1.78289 1.42818 2.73796 1.9749 1.84532 1.2644 1.58193 1.12187 1.02356 1.01666 0.861568 0.860433 0.794708 0.484617 0.456053 0.368009 0.0727517
threshold=0.11690500000000002 0.10123500000000001 0.085655000000000023 0.31625000000000009 0.060910000000000006 0.0051950000000000008 -0.022974999999999999 -0.33811499999999994 -0.013359999999999999 0.084815000000000015 -0.085349999999999995 -0.085594999999999991 -0.11073999999999999 -0.08027999999999999 -0.18240499999999996 -0.056754999999999993 -0.080804999999999974 0.13472500000000001 0.091075000000000003 -0.108275 -0.10594499999999998 -0.27577999999999997 0.077080000000000023 0.086335000000000009 0.095815000000000011 0.13436000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 14 6 5 10 -2 17 -4 20 11 19 -13 -14 -3 -16 -12 -8 21 -1 22 -18 -7 -22 -25 -9
right_child=3 2 8 -5 -6 9 7 25 -10 -11 16 12 13 -15 15 -17 18 -19 -20 -21 23 -23 -24 24 -26 -27
leaf_value=0.0027827409570539948 -8.0028644559146508e-05 0.0013727352048624329 0.0021942988339093581 0.0012508454449871463 0.0013033441812441344 0.0021604431623805276 0.0006328541239076866 0.00098785655712051797 0.0014581821118343273 0.0011511949607512291 0.0014802096122778542 0.0014678393219814882 0.0014833247853448174 0.0020843609995991148 0.00056439626794166234 0.0012475796609324203 0.0022743781527704509 7.262848977948842e-05 0.0014318898954246229 0.0022127309505773746 0.0014229250840104859 0.0018676996947373748 0.0017365321955209827 0.0019217426067248387 0.001538479213054627 0.00081323150643688958
leaf_weight=52 78 52 85 68 90 52 54 52 74 71 83 79 59 422 100 52 52 84 52 57 95 884 60 52 52 52
leaf_count=52 78 52 85 68 90 52 54 52 74 71 83 79 59 422 100 52 52 84 52 57 95 884 60 52 52 52
internal_value=0 0.00176272 0.00134229 0.000548578 0.0018317 0.00185409 0.000399241 0.000553856 0.00185192 0.00160615 0.00190851 0.00202398 0.00193418 0.00201071 0.00094492 0.00079834 0.00183635 0.000292093 0.00186624 0.00248497 0.0017099 0.00189033 0.00193365 0.0015838 0.00173044 0.00090087
internal_weight=0 2575 363 388 2212 2122 320 242 159 382 1740 669 560 481 204 152 1071 138 988 109 311 936 112 199 104 104
internal_count=2963 2575 363 388 2212 2122 320 242 159 382 1740 669 560 481 204 152 1071 138 988 109 311 936 112 199 104 104
is_linear=0
shrinkage=0.00317166


Tree=3072
num_leaves=19
num_cat=0
split_feature=1 52 52 1 12 123 447 0 51 52 14 48 13 51 51 0 0 52
split_gain=47.746 8.84324 5.6018 3.05569 3.64401 2.79661 2.01728 1.65996 1.53689 1.54326 1.41683 1.31059 1.78272 0.970079 1.50558 1.59954 0.963548 0.255019
threshold=0.10423500000000001 -0.40891499999999997 0.12456500000000001 0.13472500000000001 0.090805000000000011 1.0000000180025095e-35 0.086460000000000023 -0.050249999999999996 0.080080000000000026 -0.069499999999999992 0.076450000000000004 0.091600000000000015 -0.0069149999999999993 0.11696500000000001 0.094655000000000003 -0.13409999999999997 -0.13843999999999998 -0.0046699999999999997
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 8 6 10 -5 9 -3 11 13 17 14 15 -1 -11 -13
right_child=1 2 -4 7 -6 -7 -8 -9 -10 16 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=0.0016838156072910119 0.0021660710311563226 0.00021037830624869985 0.0016735318132313015 0.00020035433729768888 0.0016207500857430101 0.0015014244803373653 0.0014718602343611357 0.00084536932663826407 0.0012832223471111975 0.00059445191041703079 0.0025549449751786362 0.0019139847505714623 0.0014174934330145241 0.0017249602533450665 0.0026340050525170541 0.0021406434970322021 0.0011290478428495534 0.0022273496514636209
leaf_weight=85 72 53 98 98 78 86 53 73 58 72 74 54 68 63 62 1685 70 61
leaf_count=85 72 53 98 98 78 86 53 73 58 72 74 54 68 63 62 1685 70 61
internal_value=0 0.00109437 0.000965707 0.000827457 0.00100897 0.00207517 0.00209753 0.000475914 0.000820215 0.000682323 0.00211292 0.00209717 0.00183433 0.00212253 0.00213618 0.00211872 0.000858228 0.0020805
internal_weight=0 672 600 502 331 2291 2205 171 253 195 2152 2078 183 1895 1832 1770 142 115
internal_count=2963 672 600 502 331 2291 2205 171 253 195 2152 2078 183 1895 1832 1770 142 115
is_linear=0
shrinkage=0.0032351


Tree=3073
num_leaves=16
num_cat=0
split_feature=1 14 16 49 39 16 11 47 47 13 475 160 0 1 16
split_gain=1.65203 1.50636 1.08823 0.966013 0.896757 0.885821 0.912304 0.827934 0.68779 0.758549 0.71462 0.421315 0.345872 0.262276 0.128956
threshold=0.11690500000000002 -0.23083499999999998 0.15737500000000001 -0.038669999999999989 0.09086000000000001 -0.54479999999999984 0.08765000000000002 0.095010000000000011 0.088995000000000005 -0.16392499999999996 -0.085774999999999976 -0.070644999999999986 -0.051824999999999989 0.090300000000000005 -0.49057499999999993
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 -9 14 -13 -5
right_child=1 2 -4 12 -6 6 -8 11 -10 10 -12 13 -14 -15 -16
leaf_value=-0.0028962441023964239 0.010097673421411293 -0.010432202951519358 0.0067182245648254096 -0.0002702530042061713 0.013693989807247087 -0.0016647395900433856 0.013419959336951901 0.0064975061536471619 0.01394362757855442 0.0010382644768416095 0.0065771569241167048 0.0028952856994091006 0.0041206881208005527 -0.0035168751383314223 -0.0047190326304893627
leaf_weight=53 75 62 71 64 73 59 79 53 54 118 1961 52 55 73 61
leaf_count=53 75 62 71 64 73 59 79 53 54 118 1961 52 55 73 61
internal_value=0 0.00130997 -0.000793361 -0.00300022 0.00614439 0.00592382 0.006115 0.00587119 0.00623896 0.00604401 0.00626313 0.00133815 -0.000436219 -0.000843521 -0.00244715
internal_weight=0 388 313 242 2575 2502 2449 2370 2192 2138 2079 178 180 125 125
internal_count=2963 388 313 242 2575 2502 2449 2370 2192 2138 2079 178 180 125 125
is_linear=0
shrinkage=0.0690319


Tree=3074
num_leaves=21
num_cat=0
split_feature=4 13 39 0 42 12 15 13 4 51 4 484 47 13 16 12 0 4 12 0
split_gain=31.4145 7.80498 5.32321 2.77003 2.66482 2.58881 2.91191 2.71438 2.2547 2.03515 1.95756 2.82734 1.68338 1.62483 1.19437 1.23095 1.15837 1.14199 0.945398 0.931307
threshold=0.31392000000000003 -0.16392499999999996 0.055555000000000007 -0.037444999999999992 0.088060000000000013 0.12333000000000001 0.039965000000000007 -0.014549999999999999 -0.111135 0.046060000000000011 -0.22295999999999996 0.085225000000000009 0.11069000000000002 0.036560000000000002 0.0060400000000000011 0.083785000000000012 -0.11471499999999998 -0.0018749999999999997 0.095815000000000011 -0.12368999999999998
decision_type=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 19 6 7 12 -8 17 13 -12 18 -9 15 -10 -1 -4 -3 -2
right_child=3 2 9 -5 -6 -7 8 10 14 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0013758847853740093 0.00070522536591724819 0.0021145882006434018 0.0013626259956446552 0.0013562761585972439 0.00021557999165147787 0.0013554056382824994 0.0026908012095259413 0.002417395214715427 0.0025627776663483715 0.00087879559796591499 0.0016959459914640338 0.00087348137729277716 0.0015232370830704442 0.0016999852694757143 0.0017349986465942341 0.002090793915736122 0.00070040543782253059 0.0019418527050398295 0.0017852550610713831 0.0012185664561395356
leaf_weight=55 89 583 79 80 89 67 70 62 63 52 282 52 67 72 92 817 52 66 110 64
leaf_count=55 89 583 79 80 89 67 70 62 63 52 282 52 67 72 92 817 52 66 110 64
internal_value=0 0.0019045 0.00194065 0.000833993 0.000661194 0.00198374 0.00200227 0.00189528 0.00212832 0.00142932 0.00170098 0.001568 0.00201488 0.00203218 0.00208778 0.00212462 0.00104794 0.00162651 0.00206236 0.000920182
internal_weight=0 2641 2534 322 242 2337 2270 1228 1042 197 468 334 760 134 972 880 107 145 693 153
internal_count=2963 2641 2534 322 242 2337 2270 1228 1042 197 468 334 760 134 972 880 107 145 693 153
is_linear=0
shrinkage=0.0032351


Tree=3075
num_leaves=14
num_cat=0
split_feature=4 0 156 52 1455 0 4 151 0 3 3 475 52
split_gain=1.14585 1.27816 1.17501 0.803164 0.76923 0.830523 1.95361 1.59038 1.12796 0.939044 1.45261 1.07613 0.502225
threshold=0.51395000000000002 -0.091694999999999985 0.10779500000000002 -0.54533999999999982 0.10806 -0.16423499999999996 0.00023500000000000005 -0.0085349999999999992 -0.14920999999999998 -0.15500999999999998 -0.13392999999999997 -0.088544999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 -1 -8 -7 12 -11 -12 -10
right_child=1 -3 3 -5 -6 8 7 -9 9 10 11 -13 -14
leaf_value=0.011226917385206113 0.0053907016934716528 -0.0088612620888637444 0.0061762409885558721 0.015911800641537785 0.013064433658462738 0.013206094933713414 0.0038384668791808267 -0.011257498994980812 0.0035673083020310967 0.015888633935520514 -0.0038499658101456224 0.00530040296659631 -0.0054379947447843946
leaf_weight=53 58 53 73 77 53 77 59 64 54 56 58 2181 55
leaf_count=53 58 53 73 77 53 77 59 64 54 56 58 2181 55
internal_value=0 -0.00140791 0.00545808 0.0111786 0.00514119 0.00498287 0.000573956 -0.00401059 0.00529535 0.00504168 0.00532751 0.00506305 -0.000970153
internal_weight=0 111 2860 150 2710 2657 176 123 2481 2404 2295 2239 109
internal_count=2971 111 2860 150 2710 2657 176 123 2481 2404 2295 2239 109
is_linear=0
shrinkage=0.0663513


Tree=3076
num_leaves=11
num_cat=0
split_feature=40 147 1452 33 34 12 12 4 0 39
split_gain=0.895973 0.840949 0.678609 0.70645 1.2757 0.739009 0.653226 1.37033 0.870826 0.319194
threshold=-0.085354999999999986 0.09414500000000002 0.099915000000000018 0.082505000000000009 -0.066379999999999981 -0.10468499999999999 -1.0000000180025095e-35 -0.0034749999999999994 0.12469500000000001 0.089155000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 -2 -6 7 -7 -8 -1
right_child=1 -3 -4 -5 5 6 8 -9 -10 -11
leaf_value=-0.0044623151803789536 -0.0044177372217559813 -0.0026266016656834 0.010684891309032923 0.010623718238292876 0.00970931562820887 -0.0069204827531122197 0.0040355689172213065 0.0039693014786827373 0.011232190051727306 0.0017960747881885311
leaf_weight=56 62 64 55 56 80 58 2293 130 60 57
leaf_count=56 62 64 55 56 80 58 2293 130 60 57
internal_value=0 0.00404504 0.00419808 0.0040676 0.00393052 0.00412824 0.00395228 0.000606341 0.00421935 -0.00129986
internal_weight=0 2858 2794 2739 2683 2621 2541 188 2353 113
internal_count=2971 2858 2794 2739 2683 2621 2541 188 2353 113
is_linear=0
shrinkage=0.0589181


Tree=3077
num_leaves=18
num_cat=0
split_feature=4 13 2 147 3 52 157 151 11 475 4 16 0 0 157 0 13
split_gain=0.792446 1.15819 1.48715 0.960883 0.876804 0.846321 0.803687 0.874865 1.01612 0.797008 1.03933 1.16853 1.02272 1.00088 0.696535 0.595297 0.554578
threshold=0.00059000000000000014 -0.47365999999999991 0.15205000000000002 0.089245000000000005 -0.12711499999999995 0.5128250000000002 1.0000000180025095e-35 0.084350000000000008 0.078730000000000008 -0.085774999999999976 -0.15366499999999997 0.065285000000000024 -0.049024999999999992 -0.13165999999999997 -0.028244999999999996 -0.056754999999999993 -0.014114999999999997
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 -3 14 7 8 9 -1 11 -11 13 -12 -6 -8 -16
right_child=1 2 -4 -5 5 -7 15 -9 -10 10 12 -13 -14 -15 16 -17 -18
leaf_value=-0.0021840503321458498 0.010363755863406328 0.0080384563713578761 -0.0081606091392954737 -0.0053361768121955632 -0.0044494426817926246 0.0089367706849337175 0.012722668572585293 0.010946709452225903 -0.002408169262323949 0.015009178040380688 -0.0019266842187206511 0.0042555837093681635 -0.004324739438726936 0.0042079919490831718 0.0032346286369674018 0.0047195923422960967 -0.00048426182899213936
leaf_weight=77 52 87 54 59 68 53 59 54 101 60 99 85 56 1341 372 72 222
leaf_count=77 52 87 54 59 68 53 59 54 101 60 99 85 56 1341 372 72 222
internal_value=0 0.00180867 0.0013218 0.00191724 0.00245163 0.00177096 0.00386381 0.00355118 0.00333129 0.00366907 0.0039441 0.00870969 0.00348177 0.0037858 0.00119631 0.00832883 0.00184368
internal_weight=0 967 915 861 802 715 2004 1873 1819 1718 1641 145 1496 1440 662 131 594
internal_count=2971 967 915 861 802 715 2004 1873 1819 1718 1641 145 1496 1440 662 131 594
is_linear=0
shrinkage=0.0589181


Tree=3078
num_leaves=13
num_cat=0
split_feature=15 1371 10 11 34 1 13 13 0 0 3 13
split_gain=0.679283 0.644625 0.945958 0.821623 0.584037 0.616176 0.99983 2.26458 0.971529 0.630694 0.992849 0.407323
threshold=-0.50173499999999993 1.0000000180025095e-35 1.0000000180025095e-35 0.094445000000000015 -0.081629999999999994 0.095435000000000006 -0.088484999999999994 -0.23438999999999996 -0.050704999999999993 -0.099244999999999986 -0.12711499999999995 -0.15029999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 9 7 -7 -8 11 -11 -6
right_child=1 -3 -4 -5 5 6 8 -9 -10 10 -12 -13
leaf_value=-0.0029956008592760741 0.009522534613855627 0.01048713355621907 -0.0052829234951382942 0.011389988675106273 0.011574576418173083 0.0023481204449434241 0.00069255564095549015 -0.014808696706696128 0.0069934360380565774 -0.0043225986052773365 0.0033382332884768109 0.0051504524928616836
leaf_weight=81 60 52 59 53 53 97 371 52 152 78 1615 248
leaf_count=81 60 52 59 53 53 97 371 52 152 78 1615 248
internal_value=0 0.0031608 0.00302631 0.00320298 0.00304354 0.00289746 0.00115828 -0.00363474 0.00252514 0.00348323 0.00298486 0.00628396
internal_weight=0 2890 2838 2779 2726 2666 672 149 523 1994 1693 301
internal_count=2971 2890 2838 2779 2726 2666 672 149 523 1994 1693 301
is_linear=0
shrinkage=0.0663513


Tree=3079
num_leaves=31
num_cat=0
split_feature=3 3 43 0 12 13 457 12 12 52 159 0 3 0 12 0 0 13 3 52 52 151 0 13 43 13 12 475 0 52
split_gain=40.9437 12.642 15.5366 8.13332 3.83824 3.69395 3.6199 2.96965 2.83682 1.81866 1.71905 1.66936 1.56981 2.53579 1.37413 1.26827 1.64567 1.57286 1.34925 1.05991 1.0486 0.939736 0.741447 0.637764 0.816884 0.738321 0.495484 0.450354 0.324601 0.118179
threshold=-0.055994999999999996 0.28833000000000003 -0.033049999999999989 -0.06612999999999998 0.023990000000000004 -0.48634999999999995 0.092240000000000003 0.10700500000000002 -0.089399999999999993 -0.082384999999999986 0.11448000000000001 -0.018054999999999998 0.110335 -0.079249999999999987 -0.082039999999999988 -0.14867499999999997 -0.096849999999999978 -0.098524999999999988 -0.084794999999999995 -0.15201999999999996 -0.26876499999999998 -0.085009999999999988 -0.05461499999999999 -0.00099499999999999979 -0.10945499999999998 -0.051009999999999993 -0.09472499999999999 -1.0000000180025095e-35 -0.15184499999999998 -0.54643499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 10 -5 -3 9 11 26 19 15 20 13 28 -10 -1 17 -17 -19 -4 -6 27 -16 25 -25 -23 -2 -18 -11 -13
right_child=1 5 6 4 7 -7 -8 -9 14 12 -12 29 -14 -15 22 16 21 18 -20 -21 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0031989907726996457 0.0020384703501408834 0.0015402351435339023 0.0025211736670107902 0.0014826897372761639 0.0026345839169025398 0.00040778733261150231 0.0016001045699545128 0.0019075285115244035 0.00080376066084331512 0.0029778283747668674 0.0022630508903495753 0.0027685903186832513 0.0019799929613019828 0.0019297020631472207 0.0011512632176445018 0.0029410676071000706 0.00328852488180682 0.0018856949150471429 0.0025540185092508372 0.0031373711963370156 0.0019894002321160942 0.0027599741642214898 0.0016783187325179623 0.0028280326330812908 0.0024321051743873287 0.002946878374240632 0.0016140818673157061 0.0028815698228144581 0.0026330515281293653 0.00300030020088845
leaf_weight=77 58 52 58 59 53 72 53 95 66 52 68 54 82 53 62 57 60 52 83 61 54 745 52 108 115 326 60 59 72 53
leaf_count=77 58 52 58 59 53 72 53 95 66 52 68 54 82 53 62 57 60 52 83 61 54 745 52 108 115 326 60 59 72 53
internal_value=0 0.0018384 0.00200086 0.00267801 0.00224035 0.000882963 0.00239369 0.0023849 0.0014326 0.00250487 0.00277002 0.00259665 0.00235198 0.00252412 0.00117649 0.0027905 0.00277088 0.00248828 0.00229685 0.00283733 0.0023093 0.00280926 0.00139198 0.00278368 0.00262401 0.0028169 0.00182297 0.00308705 0.00277791 0.00288369
internal_weight=0 853 729 2118 368 124 431 309 298 378 1750 214 259 177 180 1682 1605 192 135 119 107 1413 114 1294 223 1071 118 119 124 107
internal_count=2971 853 729 2118 368 124 431 309 298 378 1750 214 259 177 180 1682 1605 192 135 119 107 1413 114 1294 223 1071 118 119 124 107
is_linear=0
shrinkage=0.0032351


Tree=3080
num_leaves=18
num_cat=0
split_feature=3 4 2 4 3 1 1 4 3 40 3 12 1 49 12 15 4
split_gain=2.55952 1.25692 1.00365 1.24928 0.785307 1.26411 1.32283 1.13776 2.526 0.740257 0.790513 0.766914 1.35689 0.736524 0.509242 0.307059 0.245132
threshold=0.3148450000000001 0.26546000000000003 0.11523000000000001 0.41315500000000005 -0.14186499999999996 0.079805000000000015 0.092845000000000025 -0.10023999999999998 -0.043609999999999989 -0.078654999999999989 0.11269500000000002 0.083785000000000012 0.086860000000000007 0.10470500000000001 -0.088684999999999986 -0.43091499999999999 -0.47860499999999995
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 -1 -7 8 -6 14 11 12 -11 -13 -9 -4 -10
right_child=-2 2 15 -5 7 6 -8 9 16 10 -12 13 -14 -15 -16 -17 -18
leaf_value=-0.00022071667908892689 -0.0069335603515727475 -0.0026057509342768317 -0.0009628945292558072 0.0072918805739328645 -0.011754495577596615 0.017195449091547275 0.0052741298343096212 0.0042915099847748023 0.0053094878693883043 0.0094331705007943707 -0.0034792485843451065 0.0032027129744704851 0.0013223299960152739 -0.0013330802495342068 0.012239776955186365 -0.0063640650900395751 0.00027595443641719624
leaf_weight=60 96 87 63 90 57 54 81 60 74 174 61 1537 122 135 53 88 62
leaf_count=60 96 87 63 90 57 54 81 60 74 174 61 1537 122 135 53 88 62
internal_value=0 0.00284532 -0.000584635 0.00242339 0.00329024 0.0068847 0.0100473 0.00298979 -0.00134061 0.00338026 0.00312127 0.00332618 0.00609231 0.00283611 0.00802502 -0.00411476 0.00301941
internal_weight=0 2858 328 177 2530 195 135 2335 193 2142 2029 1968 296 1672 113 151 136
internal_count=2954 2858 328 177 2530 195 135 2335 193 2142 2029 1968 296 1672 113 151 136
is_linear=0
shrinkage=0.0589181


Tree=3081
num_leaves=17
num_cat=0
split_feature=3 4 4 2 151 3 15 4 3 1446 13 3 4 52 52 4
split_gain=1.77069 0.923291 0.960167 0.810448 0.721335 0.665233 1.29105 0.815612 1.48055 0.660242 0.63991 0.622635 0.488193 0.371029 0.271551 0.207727
threshold=0.3148450000000001 0.31392000000000003 0.41823000000000005 0.11543500000000002 0.10280000000000002 -0.14186499999999996 0.037885000000000009 -0.10023999999999998 -0.043609999999999989 0.088585000000000011 -0.083274999999999988 0.11269500000000002 -0.0065849999999999997 -0.087094999999999992 -0.11733999999999999 0.51292000000000015
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 6 13 8 -7 11 -11 12 -9 -1 -10 -5
right_child=-2 2 3 15 -6 7 -8 9 14 10 -12 -13 -14 -15 -16 -17
leaf_value=0.005390056348969139 -0.0056536401583125312 -0.0065103905370053035 0.0056279449815736663 0.00036728862302523824 -0.0033990133037327072 -0.0089772192486193558 0.012777133336733812 0.0021287545495824482 -0.00078303398758738658 0.011689151991687956 0.0032218923175048814 -0.0032322459149605027 0.0040519586836298953 -0.00084753141361778542 0.0044425173316136038 -0.0046315113144197693
leaf_weight=75 96 74 81 59 64 56 64 1293 58 54 67 59 670 55 77 52
leaf_count=75 96 74 81 59 64 56 64 1293 58 54 67 59 670 55 77 52
internal_value=0 0.00232015 -0.000919012 0.00123279 0.0026528 0.00280626 0.00605864 0.00253566 -0.00107888 0.0028581 0.00700577 0.00260959 0.00278549 0.00274633 0.0021929 -0.00196894
internal_weight=0 2858 266 192 2592 2528 194 2334 191 2143 121 2022 1963 130 135 111
internal_count=2954 2858 266 192 2592 2528 194 2334 191 2143 121 2022 1963 130 135 111
is_linear=0
shrinkage=0.0577628


Tree=3082
num_leaves=25
num_cat=0
split_feature=1 1 1 150 16 34 16 0 14 0 16 150 0 0 16 0 1452 1185 1447 43 49 1 51 42
split_gain=73.2713 11.7468 6.34094 4.64906 4.57596 4.07629 3.91834 2.67779 2.41046 1.78908 1.4138 1.4057 1.36852 2.35279 1.33861 1.31877 1.10486 0.786253 0.796776 0.726855 0.707562 0.563104 0.489248 0.204747
threshold=0.10557500000000002 0.12419000000000001 0.090485000000000024 1.0000000180025095e-35 0.12992000000000004 -0.023104999999999997 -0.072034999999999988 0.11737000000000002 0.076450000000000004 -0.061204999999999989 0.28127000000000008 0.085845000000000019 -0.13619499999999998 -0.07223499999999998 0.25032500000000008 -0.061204999999999989 0.085260000000000016 0.082505000000000009 -0.082844999999999988 -0.037954999999999996 0.077505000000000018 0.096315000000000026 -0.26609999999999995 0.091785000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 10 11 -3 15 8 14 -8 19 12 -2 -14 16 -7 17 18 -1 21 -16 -4 -22 -21
right_child=1 5 3 -5 -6 6 9 -9 -10 -11 -12 -13 13 -15 20 -17 -18 -19 -20 23 22 -23 -24 -25
leaf_value=0.0022865772961415845 0.00067097906201913672 -0.00055100756189445789 0.0016805044613390882 0.00097794580478637191 0.0017954492136660035 0.00033782036635966603 0.00044448556112205908 0.0013648222282728526 0.002573552727342672 0.0012628126417099607 0.0022298627779404972 0.00053683657613185724 0.0016688742819819587 0.00082347727038629796 0.0020072661165976809 -0.00029779522536219863 0.0015966596518462133 0.0023708474804944434 0.0020099105299869044 0.0017332567422957562 0.0017791775944811584 0.0012681588216718598 0.001364691099888485 0.0019896130121654036
leaf_weight=116 64 53 78 100 76 74 52 64 78 56 54 73 65 68 68 59 57 74 1302 92 67 60 52 52
leaf_count=116 64 53 78 100 76 74 52 64 78 56 54 73 65 68 68 59 57 74 1302 92 67 60 52 52
internal_value=0 0.000711382 0.00192399 0.00157905 0.0011075 0.000245089 0.000420305 0.00200406 0.00202659 0.000869117 0.00175785 0.000913728 0.00105322 0.0012369 0.002002 5.5601e-05 0.00203273 0.00204937 0.00203257 0.00166734 0.00174722 0.00150147 0.00159834 0.00182607
internal_weight=0 640 2314 436 346 294 241 1878 1814 108 336 270 197 133 1736 133 1549 1492 1418 282 187 138 119 144
internal_count=2954 640 2314 436 346 294 241 1878 1814 108 336 270 197 133 1736 133 1549 1492 1418 282 187 138 119 144
is_linear=0
shrinkage=0.00317166


Tree=3083
num_leaves=28
num_cat=0
split_feature=1 12 4 1 150 12 156 49 0 12 4 0 0 49 1 4 12 13 4 4 401 1 0 16 43 13 16
split_gain=49.4044 8.90227 8.03995 4.48108 3.43382 2.53182 2.32961 1.96618 2.83235 2.35673 1.34481 1.67686 1.25453 1.56132 1.16348 1.14797 2.13636 0.980251 0.922117 0.915578 0.561843 0.664408 0.905626 0.708305 0.448931 0.38314 0.233643
threshold=0.10575500000000002 0.085075000000000026 0.40318000000000004 0.090485000000000024 1.0000000180025095e-35 0.097060000000000021 0.089695000000000011 -0.050304999999999996 1.0000000180025095e-35 -0.093719999999999984 -0.44205499999999992 -0.060094999999999989 -0.051824999999999989 0.10228500000000001 0.11617500000000001 -0.17006499999999999 0.086815000000000017 -0.060719999999999989 -0.074729999999999977 -0.012164999999999999 0.085625000000000021 0.087055000000000007 -0.15530999999999998 -0.047754999999999999 -0.0064299999999999991 -0.078199999999999978 -0.073309999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 14 5 15 10 7 -2 9 -9 -1 20 13 19 -3 -5 -17 -11 -18 26 21 22 -12 -23 -22 -20 -7
right_child=1 2 -4 4 -6 12 -8 8 -10 17 11 -13 -14 -15 -16 16 18 -19 25 -21 24 23 -24 -25 -26 -27 -28
leaf_value=0.0026237520211932781 0.0011225399189253324 0.0023258891798251607 0.00062324769413880129 0.0023225068479272148 0.001248135208089388 0.002437961321309621 0.0013740301954977641 0.0012627777338627992 -0.00010553581873197698 0.00023577135734162264 0.0025647860303766069 0.0016140434070598185 0.0014498784824646786 0.0014651689986323376 0.0017439627741711043 0.0013414841327205223 0.0017244960004254219 0.00073211492348199169 0.0023731080882812179 0.0018194384462252868 0.0022159852520663029 0.0017514674448408471 0.0021685059835544014 0.002225262161056207 0.0025832021802857691 0.0020092254607647696 0.0021468829582694717
leaf_weight=71 82 66 63 63 102 52 59 60 55 74 65 56 61 52 81 69 79 96 57 79 81 80 1083 58 65 70 75
leaf_count=71 82 66 63 63 102 52 59 60 55 74 65 56 61 52 81 69 79 96 57 79 81 80 1083 58 65 70 75
internal_value=0 0.00104568 0.00159097 0.00206367 0.00176934 0.00213261 0.000776789 0.00068068 0.000553428 0.000711156 0.00218647 0.00216558 0.00186926 0.00196829 0.00200547 0.00192653 0.00183569 0.000516263 0.00200105 0.00209512 0.00218712 0.00216523 0.00219097 0.00195085 0.00237971 0.00217281 0.00226634
internal_weight=0 636 210 2318 440 1878 426 367 285 230 1559 1488 319 258 147 338 275 170 206 206 1432 1286 1148 138 146 127 127
internal_count=2954 636 210 2318 440 1878 426 367 285 230 1559 1488 319 258 147 338 275 170 206 206 1432 1286 1148 138 146 127 127
is_linear=0
shrinkage=0.0032351


Tree=3084
num_leaves=14
num_cat=0
split_feature=30 3 160 2 12 13 151 401 2 130 2 13 3
split_gain=1.77313 1.1829 0.701915 0.663798 1.21606 0.829579 0.881793 0.714434 0.627596 0.66968 0.76095 0.515089 0.345164
threshold=0.086220000000000019 0.3148450000000001 -0.5407249999999999 0.092250000000000013 -0.032329999999999991 0.24142000000000002 0.061780000000000009 0.082755000000000009 0.090695000000000012 -1.0000000180025095e-35 -0.084369999999999987 -0.094609999999999986 -0.087979999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 11 9 12 -11 -5 -6
right_child=-2 -3 3 5 8 -7 -8 -9 -10 10 -12 -13 -14
leaf_value=0.0085418676918650356 -0.0063438798036028667 -0.0036556997379950814 0.010531412787503761 -0.00048694649807070879 0.0040866249245304258 -0.0049881818797788847 -0.0046690683205761301 -0.0036984234989944484 0.00796186000281187 0.0089935326297685709 0.0022440867442179574 0.0036570867679983029 0.0091493174245153019
leaf_weight=82 73 91 87 120 107 58 60 57 97 61 1203 774 84
leaf_count=82 73 91 87 120 107 58 60 57 97 61 1203 774 84
internal_value=0 0.00295158 0.00316731 0.00300433 0.00374968 0.00186096 0.00225451 0.00269199 0.00336912 0.0030625 0.00257031 0.00310014 0.00631644
internal_weight=0 2881 2790 2708 1639 1069 1011 951 1552 1455 1264 894 191
internal_count=2954 2881 2790 2708 1639 1069 1011 951 1552 1455 1264 894 191
is_linear=0
shrinkage=0.0589181


Tree=3085
num_leaves=30
num_cat=0
split_feature=3 3 39 16 10 0 0 3 16 3 3 0 0 51 13 0 155 51 11 0 3 51 39 1213 13 403 0 0 0
split_gain=42.5831 11.2633 14.6224 4.22354 4.02663 3.27329 3.03557 2.31328 2.05072 1.57992 3.16781 2.28434 1.62754 1.43154 1.88072 1.96084 1.19531 1.22413 1.17791 1.34272 1.01349 0.97322 0.90692 0.866505 0.577255 0.570614 0.467199 0.40474 0.190357
threshold=-0.06656999999999999 0.25089000000000006 0.0047850000000000011 -0.40430999999999989 -1.0000000180025095e-35 -0.11167499999999998 -0.075914999999999996 -0.13392999999999997 -0.0073699999999999989 -0.0045699999999999985 0.093925000000000022 -0.058589999999999996 -0.037444999999999992 -0.069319999999999979 0.085955000000000018 -0.055729999999999995 0.084710000000000021 -0.45218499999999995 1.0000000180025095e-35 -0.10071499999999999 -0.07249499999999999 0.078960000000000016 0.088090000000000016 0.036805000000000011 -0.052124999999999998 -0.085549999999999973 -0.085824999999999985 -0.095554999999999987 -0.072924999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 7 -4 -3 18 -1 22 11 -11 26 21 16 15 24 17 -8 19 -5 23 -12 -6 27 28 -25 -2 -21 -15
right_child=1 5 4 6 8 -7 13 -9 -10 10 12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24 25 -26 -27 -28 -29 -30
leaf_value=0.00090207153297474458 0.0012267257930044626 0.00062263818590354637 0.00010191561476925916 0.0013711194429965028 0.00093728220134466035 -0.00032614307546261205 0.0015129504153302831 0.0016251910981472627 0.0012055184037753676 0.002021882793367413 0.0010141429151699012 0.00069195523574902865 0.0017944810180328397 0.001640786412905882 0.0012751205717304644 0.0022492505738065222 0.0017085520420954269 0.00087927002433445831 0.0022291630720624148 0.0015821548415807813 0.0014519263304627976 0.0015228290643779447 0.00044901963807356132 0.0019457142799787067 0.0018401993339591607 0.0023049283068996571 0.0015996258139808111 0.0018571328619782109 0.0013803385536338283
leaf_weight=76 54 67 94 53 53 63 52 83 85 97 94 52 57 54 73 70 59 58 74 52 53 53 96 117 92 62 71 976 52
leaf_count=76 54 67 94 53 53 63 52 83 85 97 94 52 57 54 73 70 59 58 74 52 53 53 96 117 92 62 71 976 52
internal_value=0 0.000979237 0.00111091 0.00174835 0.000624777 0.000162599 0.00178761 0.00127975 0.000834678 0.00144443 0.00157656 0.00121956 0.00136465 0.00159002 0.00170187 0.00181799 0.00136414 0.00117912 0.00186024 0.00183943 0.0018591 0.00119776 0.000622911 0.00187695 0.00166536 0.00207031 0.00143879 0.00184325 0.00151332
internal_weight=0 936 806 2056 328 130 1897 159 234 478 301 177 204 510 341 268 169 110 1387 1313 1260 147 149 1207 198 179 125 1028 106
internal_count=2992 936 806 2056 328 130 1897 159 234 478 301 177 204 510 341 268 169 110 1387 1313 1260 147 149 1207 198 179 125 1028 106
is_linear=0
shrinkage=0.00298873


Tree=3086
num_leaves=29
num_cat=0
split_feature=1 3 1 150 4 1 12 0 4 4 4 1 160 3 16 3 16 12 13 42 42 123 475 4 4 48 4 16
split_gain=63.7264 15.6445 5.285 6.20052 4.2181 3.70396 4.57551 3.04088 3.49212 1.89106 1.58407 1.51255 1.48206 0.939454 0.920418 0.899339 0.84382 0.829684 1.69835 0.789826 0.723699 0.707358 0.692673 0.7807 0.683251 1.37635 0.571717 0.471176
threshold=0.10290000000000001 -0.049204999999999992 0.090650000000000022 1.0000000180025095e-35 0.41552000000000006 0.12019000000000001 -1.0000000180025095e-35 -0.070134999999999989 -0.46195999999999998 0.049545000000000006 -0.081774999999999987 0.11617500000000001 -0.076219999999999996 -0.12077499999999998 -0.43708999999999992 -0.081864999999999979 -0.14669499999999996 0.094195000000000015 -0.0079349999999999993 -0.14148999999999998 0.086335000000000009 0.084780000000000008 -0.085684999999999997 -0.078454999999999983 0.50541500000000006 0.08956500000000002 0.024470000000000002 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
left_child=2 4 7 15 11 6 21 9 -9 16 -10 13 -7 -2 -11 -4 -1 18 -17 -18 -16 -3 -21 -24 25 -14 27 -12
right_child=1 5 3 -5 -6 12 -8 8 10 14 26 -13 24 -15 20 17 19 -19 -20 22 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=0.0030976305014320899 0.0027901932110882088 0.00060635390483270097 0.0026420548858987333 0.0012455735254065245 0.0012596255591992712 0.0012350579687664923 0.0018628702337911852 0.0029245041256533567 0.0016054749540877643 0.0026173074993831418 0.002541740049466135 0.0019208391434350177 0.001149707924803278 0.0021987765747176896 0.0019152917854449326 0.0017402796415573703 0.0030459478723647154 0.0025056733321199864 0.0025237012234766583 0.0029270452693634483 0.0024290942955662088 0.0011426938934393361 0.002724399870338044 0.0025515825104795668 0.00036986697093836275 0.00045323980607237663 0.0019808842225506784 0.0021352584329124773
leaf_weight=53 59 53 85 68 61 55 99 73 55 81 75 89 57 60 64 73 59 77 52 94 58 55 527 649 74 68 63 56
leaf_count=53 59 53 85 68 61 55 99 73 55 81 75 89 57 60 64 73 59 77 52 94 58 55 527 649 74 68 63 56
internal_value=0 0.00139144 0.00251287 0.0021426 0.00202396 0.00102228 0.00135014 0.00258178 0.00228861 0.00264131 0.00210204 0.00224795 0.000754952 0.0024923 0.00234255 0.00235502 0.00268517 0.00223406 0.00206646 0.00266869 0.00215985 0.000879816 0.00265114 0.00262906 0.000622082 0.000771111 0.00224263 0.00236825
internal_weight=0 730 2262 355 269 461 207 1907 322 1585 249 208 254 119 203 287 1382 202 125 1329 122 108 1270 1176 199 125 194 131
internal_count=2992 730 2262 355 269 461 207 1907 322 1585 249 208 254 119 203 287 1382 202 125 1329 122 108 1270 1176 199 125 194 131
is_linear=0
shrinkage=0.0032998


Tree=3087
num_leaves=27
num_cat=0
split_feature=2 2 4 4 133 2 150 2 16 14 13 13 13 16 47 158 42 15 13 4 15 4 42 16 160 2
split_gain=37.0004 21.7252 9.50029 6.12003 3.7501 3.28155 3.46669 2.94664 2.55727 2.23058 1.28878 2.2671 1.07154 1.48813 1.04622 0.828049 0.824605 0.772216 1.7567 1.68275 0.900338 0.643143 0.540402 0.457706 0.295669 0.270419
threshold=0.13388500000000003 -1.0000000180025095e-35 0.31392000000000003 -0.060239999999999995 0.087045000000000025 0.095785000000000023 0.082085000000000019 -0.080104999999999996 -0.056829999999999992 0.073890000000000011 -0.27740999999999993 0.05889500000000001 -0.052124999999999998 -0.061714999999999992 0.10113500000000002 0.09259000000000002 0.089470000000000008 0.0047550000000000005 0.041960000000000004 -0.50231999999999988 0.084100000000000022 0.052250000000000012 0.086700000000000013 -0.062749999999999986 -0.064339999999999994 0.11702000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 7 14 12 8 -1 17 -2 16 23 -14 15 21 -12 18 19 -3 -19 -5 -22 -7 -16 -4
right_child=10 2 25 5 -6 6 -8 -9 -10 -11 11 -13 13 -15 24 -17 -18 20 -20 -21 22 -23 -24 -25 -26 -27
leaf_value=0.001117501125266098 0.00024950100528070497 0.0027421935459317061 0.0013418189246850471 0.0021719372516388513 0.00037566270726881596 0.0018759972084670979 0.0011119173598519128 0.0007107864339876681 0.002149620163122529 0.0029279884802785594 0.0013697276501554111 0.00024628909469503937 0.002054973867440405 0.0014671738110367597 0.0020592847246892589 0.0025530792461552539 0.00082373593443896753 0.0026285024343172159 0.0016865741683527026 0.0019329221990804296 0.0023751695952874928 0.001877369101724583 0.0021997880972588874 0.0022439018163904817 0.0017447006215362073 0.0010154689371760094
leaf_weight=52 61 58 54 549 66 64 76 58 53 63 52 55 84 108 52 55 73 98 72 55 406 97 381 93 97 60
leaf_count=52 61 58 54 549 66 64 76 58 53 63 52 55 84 108 52 55 73 98 72 55 406 97 381 93 97 60
internal_value=0 0.00201347 0.00210185 0.00214593 0.00104002 0.00198892 0.00175168 0.00130881 0.00163881 0.00232259 0.000664854 0.000805416 0.0018909 0.00172452 0.0021075 0.00216118 0.00105115 0.00228691 0.00209114 0.00234861 0.0023278 0.00212776 0.00229031 0.00209415 0.00185472 0.00117036
internal_weight=0 2751 2522 2408 229 1275 425 163 105 1133 241 180 349 192 850 701 125 1070 185 113 885 646 787 157 149 114
internal_count=2992 2751 2522 2408 229 1275 425 163 105 1133 241 180 349 192 850 701 125 1070 185 113 885 646 787 157 149 114
is_linear=0
shrinkage=0.0032998


Tree=3088
num_leaves=15
num_cat=0
split_feature=124 4 48 49 1 1 1 1 16 159 15 1454 16 1
split_gain=1.33115 0.850236 0.839634 0.848877 0.725002 1.15375 0.64161 1.00662 1.01781 0.919042 1.00708 0.532573 0.484169 0.404557
threshold=-0.077709999999999987 -0.0083149999999999977 0.14177500000000004 -0.16230499999999995 0.14720000000000003 0.12200500000000002 0.10868000000000001 0.091280000000000014 -0.09583499999999999 0.087360000000000007 -0.07990499999999999 0.083660000000000026 -0.33811499999999994 0.13535500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 7 11 -9 10 -8 -5 -3 -7
right_child=2 12 -4 4 -6 13 9 8 -10 -11 -12 -13 -14 -15
leaf_value=0.0038921244810333176 0.010284197374089291 0.00082498480592163581 -0.0025294932475958556 0.0043662336692164658 0.0091267469180061726 -0.0030595523575430153 0.014515307475227498 0.0067713585449870068 9.874998477609712e-05 0.0016186249265821295 0.0055523870893937153 0.00051447134878767806 -0.0051569165421359257 0.0020610355652630813
leaf_weight=79 52 59 52 1775 63 79 52 71 312 62 82 96 81 77
leaf_count=79 52 59 52 1775 63 79 52 71 312 62 82 96 81 77
internal_value=0 -0.000276186 0.00379389 0.00391493 0.00379064 0.00366143 0.00392845 0.00368795 0.00133711 0.00669143 0.00903454 0.00416889 -0.00263214 -0.000528641
internal_weight=0 219 2773 2721 2669 2606 2450 2254 383 196 134 1871 140 156
internal_count=2992 219 2773 2721 2669 2606 2450 2254 383 196 134 1871 140 156
is_linear=0
shrinkage=0.050286


Tree=3089
num_leaves=16
num_cat=0
split_feature=124 48 123 16 14 4 49 16 16 483 48 16 16 16 133
split_gain=0.920697 0.745569 0.697094 0.616331 0.78074 0.784941 0.802033 1.18463 1.89278 0.616433 0.779689 0.698154 0.589384 0.44351 0.205203
threshold=-0.077709999999999987 -0.088594999999999993 0.08901000000000002 0.63563000000000014 -0.23835999999999999 -0.057674999999999997 0.016520000000000003 0.15273500000000004 -0.0011349999999999999 0.10549500000000002 0.12036500000000001 -0.53342999999999996 -0.0073699999999999989 0.25032500000000008 0.084845000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 12 4 -3 6 7 8 -6 10 11 -7 14 -9 -1
right_child=1 3 -4 -5 5 9 -8 13 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.0024184671005313893 0.013531707089893373 0.012474636842082379 -0.0082172393140269081 -0.0036020091076731293 0.0070245834181748732 0.010717224309235662 -0.0031844383325638453 0.019210760953124895 -0.0030894206686524813 0.010815641844877086 -0.0051123110766692261 0.0030343112600155365 0.0087722713315738308 0.0098026262944694107 -0.0042151188568643359
leaf_weight=53 59 79 52 53 835 76 53 52 129 65 67 1231 54 74 60
leaf_count=53 59 79 52 53 835 76 53 52 129 65 67 1231 54 74 60
internal_value=0 0.00487856 -0.000353846 0.00469015 0.00485562 0.00462218 0.00614398 0.00659833 0.00567029 0.00341283 0.00306202 0.0034817 0.00208967 0.0136919 -0.00109645
internal_weight=0 2773 219 2714 2661 2582 1143 1090 964 1439 1374 1307 167 126 113
internal_count=2992 2773 219 2714 2661 2582 1143 1090 964 1439 1374 1307 167 126 113
is_linear=0
shrinkage=0.0777412


Tree=3090
num_leaves=18
num_cat=0
split_feature=403 447 2 10 402 1203 49 0 49 479 43 48 403 1213 403 42 0
split_gain=1.23286 1.12366 1.05918 1.19872 0.816804 0.84631 0.587967 0.949189 1.01463 0.915455 0.80551 0.656872 0.420907 0.266264 0.429569 0.169698 0.145283
threshold=-0.10335499999999999 0.091025000000000009 0.14132000000000003 -0.093904999999999988 -0.088779999999999984 0.084795000000000023 -0.081324999999999995 -0.11073999999999999 -0.015164999999999998 1.0000000180025095e-35 -0.081934999999999994 0.086260000000000017 -0.27047999999999994 0.041405000000000004 -0.52857999999999994 0.085495000000000015 -0.05226999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 4 -4 15 6 10 8 -8 -9 -6 -12 13 14 -1 -2 -5
right_child=1 -3 3 16 5 -7 7 9 -10 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=0.0089696200042802023 -0.00027702610319705175 -0.0065939681598939015 0.0044126061280494169 -0.0040027892945519042 0.0020708909327540729 -0.0026347421398201704 -0.0074068440098553181 0.0034881348527867123 0.0012271924487063488 -0.003210073358135274 0.014228500153240961 0.0049681051097730158 0.0095263546637828992 0.0011103213857369969 0.0029169077608990342 -0.0049844567147610984 -0.0084199255281752292
leaf_weight=78 55 52 57 53 98 99 57 1606 276 74 52 55 83 57 86 52 52
leaf_count=78 55 52 57 53 98 99 57 1606 276 74 52 55 83 57 86 52 52
internal_value=0 0.0019782 0.00215081 -0.00245966 0.0024592 0.00269175 0.00292978 0.00262309 -0.000248817 0.00319272 0.00593821 0.00947436 0.00594193 0.0045929 0.00579947 -0.00257063 -0.00619631
internal_weight=0 2638 2586 162 2424 2317 2218 2013 333 1680 205 107 304 221 164 107 105
internal_count=2942 2638 2586 162 2424 2317 2218 2013 333 1680 205 107 304 221 164 107 105
is_linear=0
shrinkage=0.0589181


Tree=3091
num_leaves=29
num_cat=0
split_feature=1 1 457 47 12 12 3 12 4 34 42 3 0 4 4 160 158 13 0 3 0 1429 42 43 159 0 42 13
split_gain=62.8814 14.8202 8.54 5.59316 5.26793 3.26986 3.18956 2.86352 2.14897 1.74748 1.59516 1.53723 2.88424 2.51053 1.32755 1.91162 1.33614 1.22605 1.19051 1.18939 1.54719 1.07724 0.953158 0.683516 0.646557 0.895694 0.510946 0.324258
threshold=0.10378000000000001 0.12448500000000001 0.079020000000000021 0.120245 0.085075000000000026 0.056995000000000011 -0.0070649999999999992 0.11697000000000002 -0.040394999999999993 -1.0000000180025095e-35 -0.14592499999999997 0.09722500000000002 0.035525000000000008 0.0051950000000000008 0.05309500000000001 -0.093794999999999989 0.078875000000000015 0.053700000000000005 -0.14534499999999997 -0.0096849999999999974 -0.10998999999999999 0.086295000000000011 0.087120000000000017 -0.043004999999999995 -0.032069999999999994 -0.085674999999999987 0.09087000000000002 -0.080624999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 9 6 11 -2 10 -6 -3 -7 12 13 18 15 24 22 21 -1 -11 -21 -17 -16 -19 27 -26 -10 -12
right_child=1 3 -4 -5 8 7 -8 -9 26 19 14 -13 -14 -15 16 17 -18 23 -20 20 -22 -23 -24 -25 25 -27 -28 -29
leaf_value=0.0023055941930217841 0.001016270372120769 6.1337702174229269e-05 0.000537505768353502 0.0016603419461300119 0.0027232843854379271 0.0028614486040008345 0.0018527229398980799 0.0018304625715798079 0.0021808569153151007 0.0010271945388759115 0.0021867278680524267 0.0016714394905608099 0.0015849461178976578 0.0019215567665382164 0.0016385882118492604 0.00247945410587979 0.0025205303608521433 0.0023671541672809649 0.0028742548204554034 0.00091015794891912544 0.000210802142086935 0.0029022526050338912 0.0022001926061937212 0.0019517307843436717 0.0022978220485457604 0.0017862326684710103 0.0017645316115703809 0.0025225584051466305
leaf_weight=71 79 52 54 52 55 71 92 83 60 65 61 73 62 87 52 1107 57 104 68 52 68 60 63 59 60 70 53 52
leaf_count=71 79 52 54 52 55 71 92 83 60 65 61 73 62 87 52 1107 57 104 68 52 68 60 63 59 60 70 53 52
internal_value=0 0.00127888 0.00166432 0.00075463 0.00184371 0.00233515 0.00146648 0.00238582 0.00222748 0.00055577 0.00241118 0.00206852 0.00216905 0.00232915 0.00239284 0.0024208 0.00213694 0.00246641 0.00258402 0.00069457 0.000514128 0.00250122 0.00194653 0.00221699 0.00217106 0.0020226 0.00198588 0.00234156
internal_weight=0 682 393 289 339 2260 171 1899 168 237 1816 361 288 226 1745 1573 172 1330 139 185 120 1167 115 163 243 130 113 113
internal_count=2942 682 393 289 339 2260 171 1899 168 237 1816 361 288 226 1745 1573 172 1330 139 185 120 1167 115 163 243 130 113 113
is_linear=0
shrinkage=0.0030485


Tree=3092
num_leaves=17
num_cat=0
split_feature=15 1 1348 41 52 49 52 13 15 10 42 1 42 43 42 0
split_gain=2.13938 1.21779 0.982483 0.979505 0.818023 1.05608 1.01544 1.00646 1.04241 0.841477 0.713418 0.658703 0.326015 0.492919 0.299067 0.302773
threshold=-0.2987999999999999 0.14566000000000004 0.084895000000000012 0.088100000000000012 0.10400000000000002 -0.012224999999999998 0.093130000000000004 -0.026489999999999996 -0.039149999999999997 -0.084119999999999986 -0.14592499999999997 0.10471000000000001 0.086310000000000012 -0.011814999999999997 0.092485000000000026 -0.092344999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 6 -6 9 12 -9 -2 -11 -12 -7 -14 15 -1
right_child=2 -3 -4 -5 5 7 -8 8 -10 10 11 -13 13 -15 -16 -17
leaf_value=0.00089434991889891249 0.010859960742561989 -0.012009388906778676 -0.0047165106252689661 -0.0038640532500879006 0.010057051407267609 0.0069728393798952374 0.01152457713936713 0.002016250862267244 -0.0091459327982470126 0.0099698521817507962 0.0040480391878295061 0.00062287622837674749 0.0033666233423901939 -0.0030893218903238497 0.0032679607558919006 -0.0059228609186634754
leaf_weight=54 74 52 62 73 53 56 80 64 79 76 1587 280 169 71 56 56
leaf_count=54 74 52 62 73 53 56 80 64 79 76 1587 280 169 71 56 56
internal_value=0 -0.0033219 0.00337367 0.00356235 0.00377202 0.00138278 0.00433225 0.000333959 -0.00414541 0.00404664 0.00378679 0.00353473 0.00250033 0.00145385 -0.000596329 -0.00256992
internal_weight=0 218 2724 2662 2589 492 2097 439 143 2017 1943 1867 296 240 166 110
internal_count=2942 218 2724 2662 2589 492 2097 439 143 2017 1943 1867 296 240 166 110
is_linear=0
shrinkage=0.0650503


Tree=3093
num_leaves=13
num_cat=0
split_feature=15 12 447 12 49 376 0 40 42 160 16 16
split_gain=1.47984 1.54372 0.760149 0.619393 0.692412 0.835385 0.627062 1.22164 1.15497 0.966139 1.29798 0.567772
threshold=-0.2987999999999999 -0.092979999999999993 0.09062000000000002 -0.10468499999999999 0.13827500000000001 0.084435000000000024 -0.09633499999999999 -0.079539999999999986 -0.14592499999999997 0.084480000000000013 -0.004174999999999999 -0.42170999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 9 -8 -9 10 -5 -3
right_child=2 11 -4 4 -6 -7 7 8 -10 -11 -12 -13
leaf_value=-0.013049807551744565 0.0098855819012297862 0.0048358417120561905 -0.0049512020225256602 -0.002383196471204494 -0.0029036108409725885 0.010896653059434951 -0.0054969584545187123 0.012963558588651943 0.0034925249349795386 0.0066125404232450363 0.0085865615337310693 -0.0031500463819313148
leaf_weight=52 60 72 55 333 90 62 67 61 1835 103 58 94
leaf_count=52 60 72 55 333 90 62 67 61 1835 103 58 94
internal_value=0 -0.00287392 0.00291945 0.00308191 0.00292517 0.00313371 0.00293752 0.00348001 0.00379762 0.00078038 -0.000754121 0.00030936
internal_weight=0 218 2724 2669 2609 2519 2457 1963 1896 494 391 166
internal_count=2942 218 2724 2669 2609 2519 2457 1963 1896 494 391 166
is_linear=0
shrinkage=0.0676784


Tree=3094
num_leaves=28
num_cat=0
split_feature=1 3 1 4 3 0 2 2 4 1 0 4 15 4 15 159 3 2 4 159 133 4 4 15 15 2 133
split_gain=44.91 8.82681 4.46903 3.59576 3.43182 2.4054 2.28345 2.72673 1.72525 2.4568 1.83239 1.50066 1.50048 1.46356 1.42117 1.31932 1.60736 1.42917 0.952463 0.942591 0.872858 0.865799 0.822912 2.08158 0.630189 0.524856 0.483289
threshold=0.10471000000000001 -0.053364999999999996 0.14195000000000002 0.41377500000000006 0.10402500000000002 0.12583000000000003 -1.0000000180025095e-35 0.11067500000000001 -0.055754999999999992 0.092395000000000019 -0.086274999999999977 -0.040394999999999993 0.087670000000000012 -0.082199999999999981 -0.068309999999999996 0.083455000000000015 -0.097574999999999981 0.088735000000000022 -0.000195 0.11035500000000001 -0.014944999999999998 0.42405000000000009 -0.39175499999999991 0.083935000000000023 -0.09416999999999999 1.0000000180025095e-35 -0.07248499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 11 5 8 -3 -8 10 15 12 -2 13 20 -13 16 -10 -18 -9 24 -1 -20 -12 -24 -17 -11 -25
right_child=1 2 -4 -5 -6 -7 7 18 9 25 22 14 -14 -15 -16 19 17 -19 21 -21 -22 -23 23 26 -26 -27 -28
leaf_value=0.002592384116445059 0.0022769077147772338 0.00058875607008269698 0.0002813324430051687 0.00093923440809274682 0.0013874566397317116 0.0015126716284641541 0.001846602743597455 0.0013867173427088533 0.0015378978344571996 0.0018207252520563472 0.0024840849173582398 0.0020461179987889353 0.0020932038328474712 0.0022160673134792733 0.0013416854216038666 0.0023142009941565281 0.002275698484686423 0.0019855310125100997 0.00062087601519095095 0.0020749829227008337 0.0031574492144322919 0.0011553709091252098 0.0015154291560451258 0.0023611633545797244 0.00279955160843988 0.0014114218900732457 0.0021437106341423784
leaf_weight=60 63 80 101 57 66 63 56 55 56 94 83 55 68 53 67 58 312 422 67 70 57 61 52 140 57 52 517
leaf_count=60 63 80 101 57 66 63 56 55 56 94 83 55 68 53 67 58 312 422 67 70 57 61 52 140 57 52 517
internal_value=0 0.0011586 0.000874865 0.00165089 0.00211589 0.00213759 0.00106268 0.00122117 0.00215588 0.00206768 0.00225184 0.00186997 0.00250173 0.00266493 0.00165954 0.00212641 0.00206849 0.00210892 0.00102959 0.0023736 0.00286797 0.000875866 0.0021767 0.00214067 0.00255507 0.00167518 0.0021901
internal_weight=0 662 420 242 2280 2214 319 239 2151 1121 1030 185 238 170 122 975 790 734 183 185 117 128 792 709 115 146 657
internal_count=2942 662 420 242 2280 2214 319 239 2151 1121 1030 185 238 170 122 975 790 734 183 185 117 128 792 709 115 146 657
is_linear=0
shrinkage=0.0032351


Tree=3095
num_leaves=29
num_cat=0
split_feature=1 2 12 3 2 159 40 0 47 3 1 1 3 40 2 1 50 0 133 1212 1212 51 3 0 0 3 43 1
split_gain=48.4132 13.1836 8.32949 5.22704 4.03301 2.25135 2.06658 2.43755 1.70869 2.18676 1.74065 1.66531 1.62867 3.32009 1.46721 1.4385 1.64681 1.02583 0.994215 1.05878 0.983284 0.873156 0.866866 0.708568 0.505095 0.319602 0.282053 0.234932
threshold=0.10398500000000001 0.12026500000000001 0.087605000000000002 -0.073614999999999986 0.17990500000000001 0.081975000000000006 -0.079539999999999986 -0.032274999999999991 0.077735000000000012 0.086845000000000019 0.088395000000000015 0.11584000000000001 0.0066850000000000008 -0.078654999999999989 0.10836000000000003 0.090435000000000015 0.08568000000000002 -0.0058249999999999994 -0.14820499999999998 0.043065000000000006 0.087865000000000013 -0.085594999999999991 -0.082634999999999986 -0.072849999999999984 -0.090614999999999987 0.14029000000000003 0.19508000000000003 0.12864500000000004
decision_type=2 2 2 2 2 2 2 2 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 14 23 6 -5 8 9 10 -8 -4 13 -2 15 17 -17 18 26 21 -21 -20 -16 27 -7 -14 -1 -3
right_child=1 4 11 5 -6 24 7 -9 -10 -11 -12 -13 25 -15 22 16 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0028587609919487624 0.0015139163569344617 0.00092611372516430144 0.0024855329705199668 0.0013808999211449076 -1.0695554277809724e-05 0.0026647525816473993 0.0019895118385092787 0.0013647645760662844 0.0025690249286190472 0.0015057343879114487 0.0026094692229245895 0.0018657912327768188 0.0017046579789629917 0.00046584998485815949 0.0017402872251828904 0.0018318599175858163 0.0024193466370958381 0.0028589579777877883 0.0027367463065198186 0.001862316554169078 0.0023269541251732628 0.0024009798540579864 0.0023081650340996684 0.0011733271225679235 0.0022258138012529196 0.0013584537338020136 0.0025386331052979485 0.00063092369360593162
leaf_weight=57 63 57 88 60 57 53 186 52 65 70 61 88 58 59 57 93 101 55 87 67 152 905 53 82 56 53 61 54
leaf_count=57 63 57 88 60 57 53 186 52 65 70 61 88 58 59 57 93 101 55 87 67 152 905 53 82 56 53 61 54
internal_value=0 0.00130401 0.00165481 0.00227965 0.000729982 0.00202579 0.00193443 0.00201087 0.00209873 0.0020022 0.00214276 0.00217585 0.00126108 0.00100734 0.00237031 0.00239512 0.00213789 0.00243115 0.00241342 0.00238609 0.00218496 0.00243046 0.00201421 0.000948906 0.00243955 0.00153966 0.00269356 0.000782813
internal_weight=0 659 409 2291 250 603 494 434 382 317 247 176 233 122 1688 1578 194 1384 1329 1211 219 992 110 193 109 111 118 111
internal_count=2950 659 409 2291 250 603 494 434 382 317 247 176 233 122 1688 1578 194 1384 1329 1211 219 992 110 193 109 111 118 111
is_linear=0
shrinkage=0.00317166


Tree=3096
num_leaves=24
num_cat=0
split_feature=133 4 4 12 52 13 43 13 51 1 1213 133 50 50 51 1212 1212 43 133 456 43 52 1
split_gain=1.34074 1.32358 1.16643 1.52011 1.03701 0.764739 1.75771 1.89226 0.92397 0.578742 0.83281 0.568488 0.537422 0.658946 0.606842 0.535758 0.742683 0.518908 0.504328 0.465672 0.455501 0.324629 0.284794
threshold=-0.08860999999999998 -0.42305999999999994 -0.14088999999999999 0.079335000000000017 -0.24841999999999997 -0.0097099999999999981 -0.23538999999999996 0.10783500000000001 -0.070859999999999992 0.088965000000000002 0.05068000000000001 0.046800000000000008 0.077765000000000015 0.093775000000000011 1.0000000180025095e-35 0.088495000000000018 0.043065000000000006 -0.063379999999999978 -0.42663499999999993 0.087470000000000006 0.061295000000000009 0.078330000000000025 0.094090000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 3 -3 -2 12 11 8 -8 10 18 -7 14 -14 15 16 -4 -10 -1 22 21 -20 -15
right_child=1 2 5 -5 -6 6 7 -9 17 -11 -12 -13 13 19 -16 -17 -18 -19 20 -21 -22 -23 -24
leaf_value=0.0078219616867302947 0.0021519240188099691 0.0025427509118586271 0.0029345205872440341 -0.010722641757588271 0.01214818404232201 0.010073597679463607 -0.0053049772175891878 -0.011339826782935049 -0.0015211271413719909 0.01019115928941295 0.0112511827198499 0.0025160772846963921 0.011339306131324658 0.003848011500732895 -0.0020673060281171493 0.0085383550599721584 -0.0042062998798100418 0.0027887006113976437 0.00024565584067331856 -0.0007233617848416042 -0.0032554166911569135 0.0061393274957807159 0.0090938073532078438
leaf_weight=67 71 68 950 62 87 81 93 58 156 95 60 70 56 125 103 59 58 320 65 60 52 77 57
leaf_count=67 71 68 950 62 87 81 93 58 156 95 60 70 56 125 103 59 58 320 65 60 52 77 57
internal_value=0 0.0022263 0.00186467 -0.00377879 0.00766034 0.00219161 0.000636823 -0.000792088 0.000281927 0.0059824 0.00473478 0.00657445 0.00301516 0.00534095 0.00242223 0.00285623 0.00252299 0.00137486 0.00323425 0.00395019 0.00164646 0.00344613 0.00549452
internal_weight=0 2534 2376 130 158 2246 778 627 569 416 321 151 1468 298 1170 1067 1008 476 261 242 194 142 182
internal_count=2950 2534 2376 130 158 2246 778 627 569 416 321 151 1468 298 1170 1067 1008 476 261 242 194 142 182
is_linear=0
shrinkage=0.0612984


Tree=3097
num_leaves=12
num_cat=0
split_feature=2 10 11 3 2 0 51 12 2 0 2
split_gain=1.98933 0.606609 0.883789 1.12463 2.09843 1.03961 0.62434 0.572171 0.617851 0.615638 0.543587
threshold=0.25063000000000007 0.057650000000000007 0.080455000000000013 -0.10859999999999999 0.10121500000000001 -0.079794999999999991 0.16016500000000003 -0.14750499999999997 -1.0000000180025095e-35 -0.081094999999999987 0.084685000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 -4 7 -5 -9 -10 -1
right_child=-2 -3 5 6 -6 -7 -8 8 9 -11 -12
leaf_value=-0.0031102280207631447 -0.010421040874240041 -0.0035140639717071891 0.014050805153009941 0.009767962250055582 -0.014213621736574339 0.0027433466488790254 -0.0037959228773577066 -0.0022092035250386322 0.0024281222511717427 0.0047808938139115255 0.0053647302934337849
leaf_weight=61 55 70 73 63 52 83 61 100 1382 862 88
leaf_count=61 55 70 73 63 52 83 61 100 1382 862 88
internal_value=0 0.00282915 0.00298659 0.00269098 -0.00227232 0.00803938 0.0030955 0.00327046 0.00309551 0.00333223 0.00189017
internal_weight=0 2895 2825 2669 201 156 2468 2407 2344 2244 149
internal_count=2950 2895 2825 2669 201 156 2468 2407 2344 2244 149
is_linear=0
shrinkage=0.0690319


Tree=3098
num_leaves=26
num_cat=0
split_feature=1 3 15 3 2 2 2 2 2 49 3 47 15 1 1 0 12 15 1 15 0 49 12 15 133
split_gain=54.0087 11.5428 7.92447 6.74155 4.99409 4.93013 2.98414 2.63074 1.90226 1.76252 1.77446 1.49128 1.77353 2.57741 2.38941 1.33374 1.2549 1.34744 1.14634 1.20341 1.05113 1.03556 0.859639 0.859576 0.689657
threshold=0.10398500000000001 -0.036264999999999992 -0.26361999999999991 -0.073614999999999986 0.14808000000000002 0.10523 -1.0000000180025095e-35 0.10859000000000001 0.11366500000000002 0.11530000000000001 0.10402500000000002 0.085165000000000018 0.079600000000000018 0.092900000000000024 1.0000000180025095e-35 -0.06612999999999998 0.099510000000000015 -0.14051999999999998 0.090435000000000015 0.091060000000000016 -0.014704999999999998 0.0048250000000000003 -1.0000000180025095e-35 0.086195000000000008 -0.14820499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 6 15 -3 -8 16 10 11 12 13 21 -14 -4 17 -1 20 -20 24 -5 -9 -18 -19
right_child=1 4 5 9 -6 -7 7 22 -10 -11 -12 -13 14 -15 -16 -17 23 18 19 -21 -22 -23 -24 -25 -26
leaf_value=0.0024931389627868218 0.0003477123560014015 0.00026652033712867645 0.0024446775074813379 0.0015732229964762067 -0.00015973871657212592 0.0010769236400877363 0.0015791678041710085 0.00048331757627298802 0.0015324304109625474 0.0011224711616050261 0.0011692983347329306 0.0022985113877558288 0.001690346625193104 0.00093961535206159026 0.0025660640160756333 0.0017833229922346999 0.0014600161463668331 0.002354264691893804 0.001575376426715173 0.0021385780853653336 0.0025605020886063493 0.0020227577494412717 0.00095023676946369515 0.0020220752439881538 0.0020757933759462197
leaf_weight=92 55 96 65 164 80 76 53 72 68 57 55 53 86 54 53 64 54 104 89 73 55 81 98 62 1091
leaf_count=92 55 96 65 164 80 76 53 72 68 57 55 53 86 54 53 64 54 104 89 73 55 81 98 62 1091
internal_value=0 0.000908405 0.00143889 0.00195945 0.000562641 0.00173147 0.000743911 0.000949269 0.00206442 0.00166553 0.00172217 0.00178402 0.00172169 0.0015808 0.0020245 0.00211683 0.00208673 0.00211185 0.00208699 0.00182938 0.00212034 0.00172199 0.000752686 0.00176072 0.00210006
internal_weight=0 659 260 2291 399 205 319 223 1688 603 546 491 438 299 139 129 1620 1504 1412 162 1250 245 170 116 1195
internal_count=2950 659 260 2291 399 205 319 223 1688 603 546 491 438 299 139 129 1620 1504 1412 162 1250 245 170 116 1195
is_linear=0
shrinkage=0.0032351


Tree=3099
num_leaves=28
num_cat=0
split_feature=4 3 3 43 42 3 11 3 43 4 3 0 14 11 4 0 160 15 47 52 15 133 475 52 51 52 4
split_gain=73.5895 23.566 9.86094 4.81371 5.58056 3.10003 3.03744 5.13287 4.56057 3.11996 2.95945 1.79237 2.23079 1.47389 1.24954 1.14948 1.61083 1.09121 1.16329 1.56543 0.817926 0.646589 0.644514 0.613777 0.580014 0.345111 0.230092
threshold=0.31392000000000003 -0.059315 0.28833000000000003 -0.043004999999999995 -1.0000000180025095e-35 0.35004500000000011 1.0000000180025095e-35 -0.10859999999999999 -0.24698999999999996 0.0060300000000000015 0.11391500000000002 -0.105195 -0.41608999999999996 0.08235000000000002 -0.033649999999999992 -0.086064999999999989 0.031805000000000007 0.025430000000000005 0.078345000000000012 -0.072664999999999993 -0.069814999999999988 0.087720000000000006 -0.084169999999999981 -0.19971999999999998 -0.40444499999999994 0.037045000000000002 0.51152500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 11 7 8 -1 15 17 -2 -13 -8 -6 16 21 18 19 -5 25 -9 -17 -24 -22 -11 -14
right_child=5 2 -4 10 14 -7 13 9 -10 20 -12 12 26 -15 -16 22 -18 -19 -20 -21 24 -23 23 -25 -26 -27 -28
leaf_value=0.0020265175969639468 0.00066996042612457729 0.001913594019635924 7.1371742410291438e-05 0.0019286351118936742 0.0010642289479407192 -0.00052942105121978424 0.0028877151819643038 0.0023578974054149272 0.00080668189547181829 0.0017387218932735835 0.0010127638651780554 0.00065678260480471148 -0.0003049214774537741 0.0022190110946873781 0.00042686277417232598 0.002282884374789425 0.0017101142808764206 0.0022337949046095018 0.0021090758050213852 0.0012959390877933762 0.0012299975984015727 0.0019791464906896666 0.0017463390281415355 0.0020270628418505433 0.0017095263287829087 0.0020686035988459776 -1.9474219399672488e-06
leaf_weight=61 99 54 66 75 54 57 56 337 74 102 64 54 58 103 89 97 58 52 58 100 53 59 97 807 59 55 52
leaf_count=61 99 54 66 75 54 57 56 337 74 102 64 54 58 103 89 97 58 52 58 100 53 59 97 807 59 55 52
internal_value=0 0.00184404 0.00127668 0.00142231 0.00100946 0.000167994 0.00201608 0.00197855 0.00135813 0.00202711 0.00165525 0.000319279 0.000107373 0.00245475 0.000667793 0.00208757 0.00222608 0.00179941 0.00170231 0.0015673 0.00169993 0.00230156 0.00202472 0.00199698 0.00148292 0.00185451 -0.000162018
internal_weight=0 2630 612 546 197 320 2018 1859 135 1724 349 263 164 159 143 1455 454 285 233 175 269 396 1001 904 112 157 110
internal_count=2950 2630 612 546 197 320 2018 1859 135 1724 349 263 164 159 143 1455 454 285 233 175 269 396 1001 904 112 157 110
is_linear=0
shrinkage=0.0032998


Tree=3100
num_leaves=31
num_cat=0
split_feature=1 52 1 1 0 42 0 13 133 13 1 0 16 13 159 42 16 16 13 16 0 42 16 16 16 133 403 0 16 0
split_gain=36.429 7.15459 3.22517 3.22099 3.07024 2.57641 2.41608 1.46998 1.06787 1.68678 1.06712 0.98375 0.899002 1.21351 0.872362 0.789184 0.765904 0.702344 1.29053 0.520056 0.815042 0.509956 0.415104 0.673948 0.528354 0.400543 0.346367 0.413769 0.252815 0.189677
threshold=0.10575500000000002 -0.40011499999999994 0.12448500000000001 0.092395000000000019 -0.080634999999999984 0.084805000000000005 0.040570000000000002 -1.0000000180025095e-35 0.097995000000000013 -0.00099499999999999979 0.085410000000000014 -0.10462499999999998 -0.16956499999999999 -0.13226499999999999 -0.064994999999999983 -0.09361499999999999 -0.053299999999999993 0.067035000000000011 -0.065239999999999979 -0.0024749999999999993 -0.14076499999999997 0.087325000000000014 -0.03614499999999999 -0.081324999999999995 0.11702000000000001 0.12352500000000001 -0.084794999999999995 -0.081909999999999997 0.15737500000000001 -0.072924999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 19 8 11 9 12 22 -4 -1 -14 -10 -15 -5 18 -6 20 -3 -13 23 -11 -24 -16 27 -27 -8 -7
right_child=1 2 7 4 17 29 28 -9 14 10 -12 21 13 15 25 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0017990044579545136 0.0021032370913047806 0.0013101033786239542 0.0008584239280835656 0.0014667873581204497 0.0020499872518368236 0.0016770732234322363 0.0013672803042286696 0.0010057380658354828 0.0014953000453468671 0.0020157620543647895 0.0015333153537468902 0.00010491478165256759 0.0026117973047032825 0.00244107212828385 0.0021411871417023115 0.002086893714695396 0.00096909132652042739 0.002151517645741733 0.0014026338073880955 0.00066680314379019253 0.00078956347034298436 0.00053750742326790066 0.0023113565145844077 0.0015655276200646536 0.0018617233830233871 0.0016880924152630839 0.0016281483170104813 0.0020411647193442867 0.0016781874308587944 0.001409139260148065
leaf_weight=91 62 63 56 83 71 62 55 97 60 91 84 54 54 72 71 966 54 74 60 54 64 61 61 58 52 52 54 115 59 55
leaf_count=91 62 63 56 83 71 62 55 97 60 91 84 54 54 72 71 966 54 74 60 54 64 61 61 58 52 52 54 115 59 55
internal_value=0 0.00105948 0.00094508 0.00193725 0.00164658 0.00117683 0.00198706 0.000687259 0.00201484 0.00205203 0.00185253 0.000506399 0.00211035 0.00213627 0.00185317 0.00211149 0.00127087 0.0018975 0.00175375 0.000934503 0.00104806 0.000334677 0.00195474 0.00184073 0.00210475 0.00192658 0.00185748 0.00193143 0.00152849 0.00155142
internal_weight=0 628 566 2337 342 298 1995 268 1881 1529 346 171 1183 1092 352 1038 137 205 131 181 127 115 262 149 113 292 221 167 114 117
internal_count=2965 628 566 2337 342 298 1995 268 1881 1529 346 171 1183 1092 352 1038 137 205 131 181 127 115 262 149 113 292 221 167 114 117
is_linear=0
shrinkage=0.0032351


Tree=3101
num_leaves=13
num_cat=0
split_feature=44 1429 49 124 403 10 2 376 2 49 1429 4
split_gain=1.03223 1.02997 1.48673 0.958129 0.7498 0.572027 0.866554 0.76127 0.915909 0.567021 0.763465 0.371823
threshold=1.0000000180025095e-35 0.082890000000000005 -0.15734499999999998 0.0049200000000000008 -0.54983999999999988 -1.0000000180025095e-35 -0.012574999999999998 0.085090000000000013 0.10100500000000003 -0.0078599999999999972 0.094555000000000014 -0.008454999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 8 -7 -3 11 -11
right_child=-2 9 3 -5 5 7 -8 -9 -10 10 -12 -13
leaf_value=-0.0064107866424559174 0.015509046910564241 0.014329618173058209 -0.0042034279955493054 -0.0048162276657299661 0.0053221831975296422 0.00599539374632721 -0.0070390872217107369 0.014270271334882121 0.0024652607335083911 0.0066489266134368199 -0.0006575307415240966 0.015044601453518802
leaf_weight=73 53 87 52 61 80 1694 56 54 572 76 55 52
leaf_count=73 53 87 52 61 80 1694 56 54 572 76 55 52
internal_value=0 0.00476893 0.00431012 0.00461508 0.00484479 0.0050367 0.000226265 0.00531834 0.00510465 0.00925542 0.00683865 0.010066
internal_weight=0 2912 2642 2569 2508 2456 136 2320 2266 270 183 128
internal_count=2965 2912 2642 2569 2508 2456 136 2320 2266 270 183 128
is_linear=0
shrinkage=0.0762168


Tree=3102
num_leaves=19
num_cat=0
split_feature=44 1 43 4 4 13 43 159 52 483 52 131 15 15 4 1 159 4
split_gain=0.713832 0.838947 0.915372 1.26798 0.791542 1.18692 0.696378 1.40246 0.561586 0.596193 0.82069 1.90353 1.18806 0.97129 0.962226 0.577754 0.352564 0.228974
threshold=1.0000000180025095e-35 0.087505000000000013 -0.50360999999999989 -0.49911499999999992 -0.15764999999999998 -0.14022999999999999 -0.076949999999999977 -0.064994999999999983 -0.5602649999999999 0.088865000000000013 0.0049050000000000005 0.09031500000000002 0.10695 0.0047550000000000005 -0.043174999999999991 0.092985000000000012 -1.0000000180025095e-35 0.082475000000000007
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 16 -8 -3 10 12 -12 13 14 -10 -15 -7 -11
right_child=-2 8 3 4 5 6 7 -9 9 17 11 -13 -14 15 -16 -17 -18 -19
leaf_value=-0.0036630623664288412 0.01058169993104271 0.0082485098909625496 0.013167277588591752 -0.0033847279965265567 0.013169696250500429 0.00858665192181347 -0.0045450230138354124 0.0036834176977306368 -0.0050314142064765161 0.0091078278385278363 -0.0079897775150178738 0.0062472599620875474 -0.0070066101499815367 0.0033216056343039345 0.0023241995768617449 0.010276886963264894 0.0048384971278633091 0.0032133908100088438
leaf_weight=57 53 53 62 54 57 123 90 802 80 52 103 57 54 103 529 86 498 52
leaf_count=57 53 53 62 54 57 123 90 802 80 52 103 57 54 103 529 86 498 52
internal_value=0 0.00325384 0.0041233 0.00438694 0.00405132 0.00430751 0.0039732 0.00285245 0.00195688 0.00165749 0.0011934 -0.00291366 0.00196546 0.00257343 0.00135685 0.00648997 0.00558196 0.00616703
internal_weight=0 2912 1743 1686 1624 1570 1513 892 1169 1116 1012 160 852 798 609 189 621 104
internal_count=2965 2912 1743 1686 1624 1570 1513 892 1169 1116 1012 160 852 798 609 189 621 104
is_linear=0
shrinkage=0.0625243


Tree=3103
num_leaves=15
num_cat=0
split_feature=14 3 1429 1429 40 1429 48 3 483 4 4 48 1 42
split_gain=0.720325 0.937278 0.702411 0.60465 0.564878 0.590947 0.620023 0.833234 0.717186 0.647246 0.872756 0.680853 0.582751 0.259134
threshold=0.073890000000000011 -0.15327499999999997 0.08425500000000001 0.087885000000000019 0.0052450000000000005 -0.092119999999999994 0.087550000000000017 -0.097829999999999986 0.084885000000000016 -0.49010499999999996 -0.14088999999999999 0.085265000000000021 0.088735000000000022 0.086000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 9 -8 12 -7 -11 -12 -9 -5
right_child=1 -3 3 13 -6 6 7 8 -10 10 11 -13 -14 -15
leaf_value=0.011232918087330259 0.017255667338072805 0.0027405691429127008 0.012264130250639918 0.007369566664286049 -0.0039695168236928242 0.0097198470190398619 -0.0087076046764539613 0.0037893059321841404 0.0093267091084680981 -0.0056755678110240746 0.0032257460700222131 0.011930743250594551 -0.003010560313317825 0.00021217844561275293
leaf_weight=53 52 56 93 64 70 96 55 138 60 65 1878 56 170 59
leaf_count=53 52 56 93 64 70 96 55 138 60 65 1878 56 170 59
internal_value=0 0.00973701 0.00326483 0.00752961 0.00291571 0.00310349 0.00293205 0.000215091 0.0015509 0.00348024 0.00318017 0.00347823 3.34384e-05 0.0039431
internal_weight=0 108 2857 216 2641 2571 2518 423 368 2095 1999 1934 308 123
internal_count=2965 108 2857 216 2641 2571 2518 423 368 2095 1999 1934 308 123
is_linear=0
shrinkage=0.0777412


Tree=3104
num_leaves=19
num_cat=0
split_feature=44 14 12 156 16 42 1 1 12 12 42 13 1 480 156 16 13 12
split_gain=0.552583 0.526759 0.616241 0.953094 0.836304 0.878961 1.03505 1.16532 0.609693 0.850077 0.544324 0.534139 0.985583 0.620875 0.440225 0.301772 0.250716 0.206648
threshold=1.0000000180025095e-35 0.073890000000000011 0.078120000000000009 0.094245000000000009 -0.23389999999999997 0.084360000000000004 0.12040000000000002 0.089825000000000002 0.083705000000000016 0.083985000000000018 0.090705000000000022 -0.089024999999999979 0.092010000000000022 -0.040684999999999992 0.11362000000000001 -0.11082499999999999 -0.09391999999999999 -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 7 -6 -4 -10 17 12 16 -13 -15 -3 -11 -1
right_child=-2 15 8 -5 5 -7 -8 -9 9 11 -12 13 -14 14 -16 -17 -18 -19
leaf_value=0.0081331912013262279 0.0099628798039572662 0.011286145649177758 0.0090292826822180559 0.0081064310675864944 -0.0070964063288778264 0.0049045840275854929 -0.012046376908007882 0.0021190547161376761 -0.0062270740542247219 0.0043330306322558734 -0.0024819717754167889 -0.0041974902305664799 -0.0079589007816899086 0.0039531205833938949 -0.0016371031747162523 0.0036653227063581225 -0.0011507612451170744 0.0029011947806250418
leaf_weight=78 53 54 83 77 125 74 63 163 53 126 61 53 62 1566 76 54 65 79
leaf_count=78 53 54 83 77 125 74 63 163 53 126 61 53 62 1566 76 54 65 79
internal_value=0 0.00255759 0.00236761 0.000554886 -0.000348229 -0.00220438 -0.00370532 -0.00187805 0.00299352 0.00274278 0.00326689 0.00298722 -8.81008e-05 0.00344671 0.00369391 0.00748283 0.0024628 0.00550541
internal_weight=0 2912 2804 720 643 425 351 288 2084 2001 218 1948 253 1695 1642 108 191 157
internal_count=2965 2912 2804 720 643 425 351 288 2084 2001 218 1948 253 1695 1642 108 191 157
is_linear=0
shrinkage=0.0718208


Tree=3105
num_leaves=19
num_cat=0
split_feature=156 4 11 1 483 480 2 3 0 2 3 0 3 12 12 12 1 133
split_gain=1.06589 1.04698 1.33374 1.07793 0.827982 0.823003 0.922902 1.79306 3.80809 0.976908 0.972164 0.79015 1.06718 1.01831 0.720781 0.679519 0.625127 0.562667
threshold=0.11659000000000001 -0.51323499999999989 0.091445000000000012 0.080320000000000016 -0.067744999999999986 0.090180000000000024 0.083310000000000009 -0.020759999999999997 -0.018054999999999998 0.12665000000000001 -0.081864999999999979 -0.14104999999999998 -0.0088549999999999983 0.083785000000000012 0.093815000000000023 0.094795000000000004 0.087915000000000007 0.087120000000000017
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 17 6 10 8 -8 -9 16 -6 13 -13 -2 -12 -5 -3
right_child=14 2 -4 5 11 -7 7 9 -10 -11 15 12 -14 -15 -16 -17 -18 -19
leaf_value=-0.0072656819860331861 0.012773561373450348 -0.0076588047568707561 0.010213014115256209 -0.0015246170366147891 0.010446075251180728 0.0073667204112071536 -0.015406064050250298 0.0023364482709091546 0.005460946146011972 -0.0045084144056795009 -0.002454795369262585 0.0084396495544955992 -0.0065244223212617865 0.0022212400057303513 0.002476805910427492 0.0033018544681233564 0.0064329648852762371 0.0014176233160270342
leaf_weight=58 55 54 68 53 52 55 104 234 54 133 290 118 52 1172 56 117 164 57
leaf_count=58 55 54 68 53 52 55 104 234 54 133 290 118 52 1172 56 117 164 57
internal_value=0 0.00121282 0.00139014 0.00116842 0.00230632 -0.000253381 -0.00061873 -0.00258962 -0.00826999 -0.00014226 0.00103838 0.00272868 0.00242914 0.00279058 0.00758494 -0.000798263 0.00448627 -0.0029918
internal_weight=0 2835 2777 2709 1505 1204 1149 525 158 367 624 1394 1342 1290 111 407 217 111
internal_count=2946 2835 2777 2709 1505 1204 1149 525 158 367 624 1394 1342 1290 111 407 217 111
is_linear=0
shrinkage=0.0637748


Tree=3106
num_leaves=23
num_cat=0
split_feature=4 3 12 12 3 14 15 4 15 457 14 3 13 4 4 4 483 15 12 403 159 48
split_gain=36.4665 16.974 12.1248 3.81092 3.04225 2.93691 2.83329 2.73636 2.5395 2.41359 1.85044 1.50726 1.2123 1.07302 1.18692 1.063 0.847168 0.790488 0.695367 0.648541 0.489427 0.647299
threshold=0.31392000000000003 0.11269500000000002 -1.0000000180025095e-35 0.090285000000000018 -0.14884499999999998 0.073890000000000011 0.13592500000000005 -0.0034749999999999994 -0.018024999999999996 0.067035000000000011 -0.42227999999999993 0.12955000000000003 -0.0094049999999999984 -0.010574999999999999 -0.16236499999999995 0.062600000000000017 0.091820000000000013 -0.078064999999999982 -1.0000000180025095e-35 -0.23730999999999999 0.040460000000000003 0.085875000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -2 9 13 12 -3 16 -6 18 -1 14 -5 -9 19 -16 -12 -4 21 -15
right_child=4 8 3 6 10 -7 -8 15 -10 -11 11 -13 -14 20 17 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0014087482942808001 0.0015641785615758868 0.0013103229725126345 0.0019997021280978833 0.0017742098212558 0.0012620251835922596 0.0028968198303746953 0.0013018116163490991 0.002098933716283571 0.00044806635133186703 0.0017646282491358379 0.00060394830036340135 0.00023335326506493222 0.00080860317360555308 0.0017005385344675094 0.0025011808585889278 0.001469582501494144 0.0019123096168677358 0.0021251168406365315 0.001029111078420284 0.0023113813724685395 0.0021449192913409448 0.0020534475097763985
leaf_weight=65 59 79 71 87 61 67 53 52 57 101 76 61 66 153 62 53 62 492 74 961 57 77
leaf_count=65 59 79 71 87 61 67 53 52 57 101 76 61 66 153 62 53 62 492 74 961 57 77
internal_value=0 0.00201921 0.0020779 0.00214846 0.00092354 0.00226167 0.00200279 0.00140707 0.00094918 0.00222603 0.000784456 0.000646233 0.00110664 0.00204279 0.00211397 0.00178158 0.0022686 0.00216726 0.000813917 0.00228997 0.00188371 0.00181883
internal_weight=0 2615 2479 2243 331 1262 981 236 136 1195 272 211 131 928 641 105 1094 554 150 1032 287 230
internal_count=2946 2615 2479 2243 331 1262 981 236 136 1195 272 211 131 928 641 105 1094 554 150 1032 287 230
is_linear=0
shrinkage=0.00310948


Tree=3107
num_leaves=20
num_cat=0
split_feature=1 3 39 3 2 14 40 4 2 12 160 1 3 12 1 51 1 4 4
split_gain=49.8927 8.77728 8.02993 4.55073 3.69485 3.45304 2.70131 2.50985 2.06354 2.09216 1.8766 1.79588 1.79292 1.64574 1.61951 1.58955 0.919814 0.836183 0.68504
threshold=0.11156000000000001 -0.049204999999999992 0.0039300000000000003 0.11391500000000002 0.12068000000000001 0.073890000000000011 -0.082989999999999994 0.27120500000000008 0.099345000000000017 0.087470000000000006 -0.064339999999999994 0.12448500000000001 -0.074679999999999983 0.089895000000000017 0.088035000000000016 0.095105000000000009 0.118385 0.0049450000000000006 0.50541500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 16 7 -3 8 13 -10 -8 -12 -11 15 -4 -1 -2 -15 -13
right_child=1 6 14 -5 -6 -7 10 -9 9 12 11 18 -14 17 -16 -17 -18 -19 -20
leaf_value=0.0021868978307135983 0.0021749467325071882 3.0178989217776281e-05 0.0017425765045102125 0.0012200996871529607 0.00087931746584591676 0.0027050885405688441 0.0011930191099678738 0.0014211175003569396 0.001422021771558426 0.0021865343346266666 0.0010729778328239447 0.00063404371488216284 0.0017150251373161114 0.0020533611905320368 0.0011201975568625663 0.0026946132158507047 0.0016102704735461353 0.0016785546699626599 0.0002021620346303938
leaf_weight=1012 52 52 69 58 54 89 84 55 74 201 65 84 129 515 99 64 62 66 62
leaf_count=1012 52 52 69 58 54 89 84 55 74 201 65 84 129 515 99 64 62 66 62
internal_value=0 0.000966932 0.0020325 0.00208122 0.0015505 0.00210386 0.000684303 0.00207855 0.00209608 0.00189611 0.000799493 0.000642671 0.00200232 0.00214482 0.00137602 0.00221713 0.00186813 0.00201084 0.000450869
internal_weight=0 515 2431 2263 168 2205 347 2116 2061 404 295 211 330 1657 168 1076 114 581 146
internal_count=2946 515 2431 2263 168 2205 347 2116 2061 404 295 211 330 1657 168 1076 114 581 146
is_linear=0
shrinkage=0.00310948


Tree=3108
num_leaves=10
num_cat=0
split_feature=9 40 151 147 42 49 41 4 4
split_gain=0.864575 0.701102 0.769188 0.915027 0.695853 0.597936 0.750879 0.958644 0.333241
threshold=0.093040000000000012 0.0023950000000000004 0.10365500000000001 0.093085000000000015 -0.11837499999999999 -0.15734499999999998 0.085175000000000015 0.31392000000000003 -0.012865
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 -6 7 -7 -1
right_child=-2 -3 -4 -5 5 6 -8 -9 -10
leaf_value=0.010045238203987851 -0.0060135419672907586 -0.0037933616108946498 -0.0039762343233555597 0.011059946184350753 -0.0042421878244889993 0.0029640085855818059 0.0095296906424662889 -0.0019383780043360586 0.0033793873779452525
leaf_weight=88 53 74 73 64 57 2208 73 199 57
leaf_count=88 53 74 73 64 57 2208 73 199 57
internal_value=0 0.00270519 0.00287604 0.00305846 0.00286726 0.0026062 0.0027639 0.0025584 0.00742985
internal_weight=0 2893 2819 2746 2682 2537 2480 2407 145
internal_count=2946 2893 2819 2746 2682 2537 2480 2407 145
is_linear=0
shrinkage=0.0676784


Tree=3109
num_leaves=21
num_cat=0
split_feature=3 3 43 15 147 15 3 43 10 447 15 48 1428 0 43 133 15 43 157 3
split_gain=37.7736 15.0109 7.98273 6.0285 5.12984 4.29191 2.90896 3.54016 2.82449 2.57628 1.55402 1.22 1.00836 1.27736 1.6008 1.03689 0.939198 1.01635 0.7681 0.454337
threshold=-0.049204999999999992 0.3148450000000001 -0.043004999999999995 -0.26361999999999991 0.087170000000000011 -0.40166999999999992 0.11745500000000002 0.0049250000000000014 -1.0000000180025095e-35 0.087065000000000017 0.13248000000000001 0.084455000000000016 0.087375000000000022 -0.075914999999999996 -0.12118 0.092215000000000005 -0.16749999999999998 -0.0015099999999999998 -0.019179999999999999 0.0035100000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 6 -2 7 18 -7 10 12 -10 13 16 -15 -16 -5 -18 -4 -20
right_child=1 -3 4 9 -6 8 -8 -9 11 -11 -12 -13 -14 14 15 -17 17 -19 19 -21
leaf_value=0.0012451253419241575 0.00054315212560982048 0.00026639846901888866 0.0027465362129128952 0.0027856921357562593 0.00095681441822491147 0.0008826766203619145 0.001553142005131677 0.0015411735960048417 0.0020533998601725643 0.0015995814362491207 0.0017918544049688693 0.0014246206328413725 0.0027894323161904056 0.0016932660470225058 0.0023836146091466832 0.0020551450326761036 0.0024143912637171268 0.0022056756301446013 0.0020433854889652871 0.0024162900082451261
leaf_weight=57 77 97 53 59 53 63 98 65 61 52 55 70 53 60 270 164 1056 324 53 106
leaf_count=57 77 97 53 59 53 63 98 65 61 52 55 70 53 60 270 164 1056 324 53 106
internal_value=0 0.0014594 0.00162491 0.00228449 0.00190014 0.0011901 0.00203337 0.00220315 0.00144669 0.00231278 0.00233094 0.00171767 0.00234585 0.00233367 0.00219086 0.00225957 0.00238267 0.00236541 0.00240595 0.00229221
internal_weight=0 796 699 2150 428 271 375 277 194 2093 2041 131 1986 1933 494 434 1439 1380 212 159
internal_count=2946 796 699 2150 428 271 375 277 194 2093 2041 131 1986 1933 494 434 1439 1380 212 159
is_linear=0
shrinkage=0.0032351


Tree=3110
num_leaves=24
num_cat=0
split_feature=12 2 2 2 2 2 16 14 16 16 12 16 12 15 2 15 15 47 131 151 15 15 12
split_gain=64.3385 18.6648 17.1657 11.8177 15.6649 4.31682 4.29273 3.47051 3.53832 2.44663 2.27935 1.70631 1.6212 1.59672 1.58956 1.13606 1.04596 0.967987 0.997942 0.916505 0.659774 0.542125 0.189474
threshold=0.056995000000000011 0.12469000000000001 0.14253500000000002 0.072175000000000017 0.092250000000000013 0.10928500000000001 0.0054050000000000009 0.056865000000000006 -0.18817999999999999 -0.00040499999999999992 0.11819000000000002 -0.092864999999999989 0.095450000000000021 -0.23079499999999997 0.097180000000000016 -0.083859999999999976 -0.18498499999999998 0.094695000000000015 0.082750000000000004 -0.039414999999999999 -0.032519999999999993 0.10247000000000002 0.089350000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 9 20 6 11 8 12 16 14 -6 -2 -7 17 -16 -1 18 -10 -15 -5 -17 -19
right_child=1 -3 -4 4 5 13 -8 -9 10 -11 -12 -13 -14 19 15 21 -18 22 -20 -21 -22 -23 -24
leaf_value=0.00069241482109183323 0.0026205984496219803 0.0014581215858003129 0.00053661268145225552 0.0029729030430225819 0.0022661200044829847 0.0011745000994972741 0.0029243127783451805 0.0035287473208823494 0.0029230840103439786 0.0017637023939343355 0.0022693181632680295 0.0014620984517409133 0.0019395153627754719 0.0014154398036482967 0.0022501554089157066 0.0026895905891627771 0.00126879681691894 0.0028460888413568389 0.0031500463407746781 0.0019388127417655071 0.0034567016337127571 0.0030628362635738934 0.0025969015416764372
leaf_weight=60 97 100 103 67 54 69 61 76 1113 63 61 53 56 52 52 183 68 53 242 99 52 52 92
leaf_count=60 97 100 103 67 54 69 61 76 1113 63 61 53 56 52 52 183 68 53 242 99 52 52 92
internal_value=0 0.00279722 0.00174575 0.00192412 0.00217752 0.00186856 0.00225186 0.00286167 0.00283632 0.00125133 0.00287478 0.00186818 0.00237153 0.0015757 0.00289543 0.00267783 0.000998882 0.00293704 0.00296364 0.0017588 0.0031846 0.00277233 0.00268822
internal_weight=0 2177 801 698 507 388 168 2077 2001 191 1848 107 153 220 1787 287 128 1500 1355 151 119 235 145
internal_count=2978 2177 801 698 507 388 168 2077 2001 191 1848 107 153 220 1787 287 128 1500 1355 151 119 235 145
is_linear=0
shrinkage=0.00317166


Tree=3111
num_leaves=26
num_cat=0
split_feature=1 3 39 1 15 14 1 3 3 13 52 0 49 1 3 3 13 3 49 1 3 0 1447 1447 0
split_gain=59.9792 10.9642 5.46282 4.51823 4.34256 2.89964 2.86876 2.26266 3.20546 2.14869 1.79871 1.78959 5.3168 2.7035 1.82601 1.48954 2.45878 1.48363 1.24058 0.993519 0.7672 1.06266 0.571408 0.967904 0.691307
threshold=0.10575500000000002 -0.06656999999999999 0.0047850000000000011 0.15720500000000001 -0.14051999999999998 0.073890000000000011 0.088035000000000016 0.3148450000000001 0.085880000000000012 -0.0088749999999999992 -0.072144999999999987 -0.10594499999999998 0.047620000000000003 0.083670000000000008 -0.076969999999999997 -0.12711499999999995 0.08734500000000002 -0.0075749999999999993 0.10030500000000002 0.11860000000000001 0.081495000000000012 -0.07106999999999998 -0.08027999999999999 -0.086059999999999984 -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 2 2 2
left_child=2 4 5 7 -2 11 -4 8 9 17 -6 12 13 -1 15 16 -13 -3 20 -10 21 -16 23 -17 -24
right_child=1 3 6 -5 10 -7 -8 -9 19 -11 -12 14 -14 -15 18 22 -18 -19 -20 -21 -22 -23 24 -25 -26
leaf_value=0.0022610625645661693 0.0011279103163690505 0.0014903991141303142 0.0021695362459148849 9.4036216246799295e-05 0.0025213336075657214 0.0029460352656682002 0.0012495469183148988 0.00054550503954947454 0.0013450015775850832 0.00048314592899530921 0.0018148654661611261 0.0015840142453612952 0.0028562688572418755 0.0013965064426732846 0.0023276716328262939 0.0025455507169099569 0.0025039395024733556 0.00081415839017547401 0.0018163761234939011 0.0019219658113313592 0.0025956112075697199 0.0019132039180160777 0.0025874455550412966 0.0020000247625865056 0.0024284752297439225
leaf_weight=62 60 71 70 53 68 86 67 66 71 68 79 53 62 89 223 65 66 61 71 53 64 88 456 68 738
leaf_count=62 60 71 70 53 68 86 67 66 71 68 79 53 62 89 223 65 66 61 71 53 64 88 456 68 738
internal_value=0 0.00124536 0.00233518 0.000963625 0.00184815 0.00237364 0.00171986 0.00108171 0.00119084 0.000942018 0.0021419 0.00235024 0.00207339 0.00175171 0.00238139 0.00243633 0.00209451 0.00117815 0.00220318 0.00159188 0.00227632 0.0022105 0.00246696 0.00226689 0.00248922
internal_weight=0 650 2328 443 207 2191 137 390 324 200 147 2105 213 151 1892 1446 119 132 446 124 375 311 1327 133 1194
internal_count=2978 650 2328 443 207 2191 137 390 324 200 147 2105 213 151 1892 1446 119 132 446 124 375 311 1327 133 1194
is_linear=0
shrinkage=0.00317166


Tree=3112
num_leaves=22
num_cat=0
split_feature=1 155 1 123 123 42 0 1 1 0 0 43 1 42 1212 1212 160 0 1 133 1
split_gain=44.5052 8.00749 5.15069 4.16282 2.4799 3.70764 1.82009 2.11751 2.0928 1.76875 1.42353 1.41818 0.992432 0.827442 1.24971 0.881411 0.608476 0.573342 0.572923 0.431409 0.321891
threshold=0.10575500000000002 0.088680000000000023 0.13662500000000002 1.0000000180025095e-35 0.081180000000000016 0.073240000000000013 0.040570000000000002 0.081540000000000015 0.098395000000000024 -0.14259999999999998 -0.10462499999999998 -0.067269999999999983 0.084675000000000014 0.090045000000000014 0.087685000000000013 0.10601000000000001 -1.0000000180025095e-35 -0.06537999999999998 0.11706000000000001 0.087045000000000025 0.11156000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 5 16 8 -8 9 12 -11 -4 -1 14 -12 -15 -2 -13 -7 -6 -18
right_child=1 -3 11 -5 19 18 7 -9 -10 10 13 17 -14 15 -16 -17 20 -19 -20 -21 -22
leaf_value=0.0027872436649805112 0.0014686115285105681 0.0023889860855566755 0.00022792877704185167 0.0015062760334447873 0.0010615424577201963 0.0021774582563360463 0.0014404835734940552 0.0022023867560201703 0.0017203852368638448 0.0018285347493216654 0.0023050189721851378 0.0010443596020650796 0.0022835203134354081 0.0020538499207137322 0.0019953364760227407 0.0025004847742370051 0.0012690407452178364 0.00059180137016024532 0.0016919056120544252 0.00066216629938449869 0.00094519005059359664
leaf_weight=88 55 54 61 100 64 52 73 81 89 103 1091 64 79 413 158 53 52 55 52 52 89
leaf_count=88 55 54 61 100 64 52 73 81 89 103 1091 64 79 413 158 53 52 55 52 52 89
internal_value=0 0.00119555 0.00108736 0.00215312 0.00128527 0.00144077 0.00218213 0.00184145 0.00220741 0.00222923 0.00219982 0.000629782 0.00254916 0.0022221 0.00226587 0.00210472 0.00117834 0.000835484 0.00193501 0.00088281 0.00106487
internal_weight=0 650 596 2328 416 300 2228 154 2074 1985 1818 180 167 1715 1249 466 196 119 104 116 141
internal_count=2978 650 596 2328 416 300 2228 154 2074 1985 1818 180 167 1715 1249 466 196 119 104 116 141
is_linear=0
shrinkage=0.0032351


Tree=3113
num_leaves=30
num_cat=0
split_feature=3 3 15 15 148 376 12 15 12 12 15 3 3 3 3 15 1212 13 3 42 3 15 3 42 13 13 133 42 133
split_gain=54.6032 18.8242 11.3707 7.69988 7.05873 6.93905 4.65751 2.90314 3.13798 2.05109 2.41397 1.93786 1.82102 4.6293 1.79558 1.06112 0.973126 1.38061 1.28592 1.20237 1.13135 0.959073 0.696857 0.374704 0.452169 0.374576 0.254955 0.496073 0.191029
threshold=-0.06656999999999999 0.28833000000000003 -0.24211499999999997 -0.26361999999999991 -0.065214999999999981 0.048375000000000008 0.023990000000000004 0.021950000000000001 0.09567500000000001 0.093125000000000013 -0.035654999999999992 -0.15415499999999996 0.10402500000000002 0.0012800000000000001 0.0043700000000000006 -0.065419999999999992 0.087685000000000013 -0.092844999999999997 -0.084899999999999989 0.085495000000000015 -0.082234999999999989 0.096995000000000012 -0.012504999999999997 0.095670000000000019 0.0040450000000000009 -0.48634999999999995 0.048535000000000002 0.092725000000000016 0.096205000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 -1 -4 7 -5 12 -9 11 15 -8 13 -6 -2 26 17 19 -18 -13 -19 23 -7 24 -12 -3 27 -11 -23
right_child=1 25 4 6 5 22 9 8 -10 10 21 16 -14 -15 -16 -17 18 20 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0010164688331838199 0.00033118119451383885 0.00039473950489688636 0.00062648847232012791 0.0013126644861619658 0.0015587581416762982 0.00080063676907231687 0.0027480992492014975 0.0028525916624981399 0.0018104481114666171 0.0018903167557113233 0.0026663504185485977 0.0016430782891206481 0.0013410818908837117 0.0023342413422613719 0.0010535223123551874 0.0015315878267609215 0.0017701221325473976 0.002414758683810244 0.0023434687535785459 0.0022377257392961407 0.0021913287664572772 0.0019433663613030424 0.0012891536393930252 0.0021566522400635834 0.0023260552413210318 6.7941481829143769e-05 0.0018108687242695729 0.002284528753679444 0.0021786655022505534
leaf_weight=52 75 60 60 53 183 58 84 53 55 72 57 52 79 118 56 69 80 639 68 83 321 81 52 61 111 72 61 53 60
leaf_count=52 75 60 60 53 183 58 84 53 55 72 57 52 79 118 56 69 80 639 68 83 321 81 52 61 111 72 61 53 60
internal_value=0 0.00128255 0.00146083 0.00217579 0.00162415 0.0017242 0.00220584 0.00188019 0.00232217 0.00223007 0.00208552 0.00229813 0.00175448 0.00186288 0.000640217 0.00185656 0.0022677 0.00229928 0.00203377 0.00200892 0.00234008 0.00224322 0.00103187 0.00236592 0.00244171 0.000216733 0.00197694 0.00205772 0.00204372
internal_weight=0 921 789 2057 658 598 2005 488 108 1952 625 1327 380 301 131 255 1243 1095 148 135 960 370 110 229 168 132 186 125 141
internal_count=2978 921 789 2057 658 598 2005 488 108 1952 625 1327 380 301 131 255 1243 1095 148 135 960 370 110 229 168 132 186 125 141
is_linear=0
shrinkage=0.0030485


Tree=3114
num_leaves=23
num_cat=0
split_feature=3 3 39 15 3 10 123 147 0 3 49 0 0 43 0 3 132 43 0 0 49 0
split_gain=43.108 15.9811 10.7008 6.26615 4.631 3.61757 3.82837 2.7214 3.03433 2.36501 3.07896 2.88131 1.54349 1.65031 4.80619 1.35178 1.63276 1.2695 1.17121 1.15896 0.862971 0.543095
threshold=-0.06656999999999999 0.3148450000000001 0.055555000000000007 -0.26361999999999991 0.11745500000000002 -1.0000000180025095e-35 0.08901000000000002 0.087265000000000023 -0.14259999999999998 -0.012504999999999997 -0.016594999999999995 -0.15184499999999998 -0.11214999999999999 -0.12118 -0.075319999999999984 -0.079459999999999989 0.086775000000000005 -0.077614999999999976 -0.13955999999999996 -0.063509999999999983 0.095135000000000011 -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=3 2 4 -1 9 -4 17 8 -5 19 -11 -12 -10 14 21 16 -15 -7 -6 -2 -17 -14
right_child=1 -3 5 7 18 6 -8 -9 12 10 11 -13 13 15 -16 20 -18 -19 -20 -21 -22 -23
leaf_value=0.0013885786780564865 0.0021602589274273992 0.000453706234461058 0.00080130349614764397 0.0030867315486713428 0.0012830793880101556 0.0016115453272711124 0.00097023070484492113 0.0018490684833533226 0.0019717397814733089 0.0018988356564925157 0.0032959330189336242 0.0023939864261864046 0.0023291077084846216 0.0026342063153272938 0.0014617391052841621 0.0024576306832295078 0.0021509326000237168 0.0022189077895515608 0.0018896670571437583 0.0015817351947040527 0.0020722495216202834 0.0027601260952888544
leaf_weight=52 98 100 91 93 70 88 75 62 55 68 55 103 53 1098 57 369 76 58 60 55 71 71
leaf_count=52 98 100 91 93 70 88 75 62 55 68 55 103 53 1098 57 369 76 58 60 55 71 71
internal_value=0 0.00165127 0.00179709 0.00247703 0.0020807 0.0013343 0.00155361 0.00250524 0.00252616 0.00225808 0.0024648 0.00270817 0.00249797 0.00251407 0.00222541 0.00254642 0.00260295 0.00185306 0.0015633 0.00195251 0.00239552 0.00257617
internal_weight=0 921 821 2057 509 312 221 2005 1943 379 226 158 1850 1795 181 1614 1174 146 130 153 440 124
internal_count=2978 921 821 2057 509 312 221 2005 1943 379 226 158 1850 1795 181 1614 1174 146 130 153 440 124
is_linear=0
shrinkage=0.00317166


Tree=3115
num_leaves=29
num_cat=0
split_feature=1 1 12 34 4 2 2 0 12 123 4 4 123 0 12 13 52 160 13 1212 2 15 13 2 15 13 3 52
split_gain=67.732 16.2731 9.24765 4.40535 4.20482 4.2355 3.95602 3.15413 2.6617 2.45477 1.60776 1.37008 1.35803 1.13357 1.08734 1.01456 0.818889 1.10542 0.893158 0.648087 0.787891 1.14908 1.10641 0.575771 0.542793 0.455643 0.153057 0.152069
threshold=0.11883500000000001 0.09518500000000002 -1.0000000180025095e-35 -0.023104999999999997 -0.17568999999999999 0.095850000000000005 0.12026500000000001 -0.061204999999999989 0.090455000000000021 0.084000000000000005 0.032770000000000001 0.032770000000000001 0.080635000000000012 -0.094949999999999993 0.092755000000000018 -0.11760499999999999 -0.090949999999999989 -0.43042999999999992 0.055610000000000007 0.083355000000000026 0.085865000000000011 -0.037394999999999991 -0.0019149999999999998 0.11231500000000001 -0.24511999999999998 -0.084509999999999988 -0.075579999999999994 0.084910000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 9 -2 -4 14 -5 24 12 -3 -7 13 15 -10 -6 -1 -15 -18 -19 20 22 -22 -17 -13 -8 -21 -16 -27
right_child=3 2 4 6 5 10 7 -9 11 -11 -12 23 -14 16 26 19 17 18 -20 25 21 -23 -24 -25 -26 27 -28 -29
leaf_value=0.0025473739530981203 -0.00021115507518464232 0.00034401830589050051 0.0023074461283751359 0.0011904912539684564 0.0022321031543306976 0.00080375157427978129 0.00096192244846114272 -5.0368924278291527e-06 0.0024093487401803896 0.0011561040281130833 0.0014362958520778984 0.0014880761394236689 0.0016878166807936543 0.0017053663748410391 0.0016333357553741921 0.0021888983797231803 0.0016452872328754926 0.0021344882425551959 0.0018197859168825191 0.0018002545437112371 0.0022595213341287971 0.0019988527488487137 0.0025276905062174408 0.0018696915822704536 0.00056409600525674419 0.0022097773594282242 0.0018482218261615887 0.0019889259992281728
leaf_weight=59 52 53 84 99 53 54 60 74 52 81 97 73 53 96 70 336 65 324 104 70 256 346 112 66 59 61 55 57
leaf_count=59 52 53 84 99 53 54 60 74 52 81 97 73 53 96 70 336 65 324 104 70 256 346 112 66 59 61 55 57
internal_value=0 0.00195547 0.00150445 0.000574136 0.00172153 0.00157184 0.00071409 0.000469556 0.00207128 0.000835139 0.0012103 0.00193461 0.00215022 0.00199205 0.00187837 0.00216909 0.00195515 0.00200373 0.00205809 0.00215104 0.00217972 0.00210975 0.00227367 0.0016695 0.000764944 0.00199067 0.00172814 0.00210336
internal_weight=0 2677 547 344 413 329 292 193 2130 134 151 780 1350 641 178 1297 589 493 428 1238 1050 602 448 139 119 188 125 118
internal_count=3021 2677 547 344 413 329 292 193 2130 134 151 780 1350 641 178 1297 589 493 428 1238 1050 602 448 139 119 188 125 118
is_linear=0
shrinkage=0.00293013


Tree=3116
num_leaves=15
num_cat=0
split_feature=34 13 474 13 42 51 48 160 51 150 147 474 48 483
split_gain=1.40165 0.740782 0.758233 0.70976 0.738564 0.723856 1.78031 1.15517 0.668361 0.546303 0.801165 0.534234 0.479756 0.46671
threshold=-0.084564999999999987 -0.27740999999999993 0.09660500000000001 -0.11760499999999999 0.090600000000000014 0.026870000000000002 0.092335000000000014 0.083130000000000023 0.11696500000000001 0.11790500000000002 0.087170000000000011 0.10961000000000001 0.086840000000000014 0.10761000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 4 -3 9 7 8 -7 10 13 -4 -2 -5
right_child=1 2 11 5 -6 6 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0018026788553873751 0.0053773283397548898 0.016748790217296632 0.016528099871990325 0.0064391345726776111 0.0062957885552948345 0.016110277071964468 0.00097571733530533598 0.0034016346179071874 0.0090343531675256029 0.011669723075021881 -4.7975780168826454e-05 0.0080067114714418314 -0.0021611103626223327 0.00093436977809782792
leaf_weight=78 86 59 57 1970 52 150 83 57 86 72 85 64 57 65
leaf_count=78 86 59 57 1970 52 150 83 57 86 72 85 64 57 65
internal_value=0 0.00685213 0.00708092 0.00685729 0.011858 0.00664087 0.00922983 0.0115657 0.0135346 0.00619647 0.00601026 0.0120265 0.00236774 0.00626364
internal_weight=0 2943 2800 2679 111 2568 376 293 236 2192 2120 121 143 2035
internal_count=3021 2943 2800 2679 111 2568 376 293 236 2192 2120 121 143 2035
is_linear=0
shrinkage=0.0637748


Tree=3117
num_leaves=26
num_cat=0
split_feature=1 1 16 52 47 14 2 3 2 2 4 1186 4 4 4 15 3 15 133 133 133 4 39 13 3
split_gain=58.351 14.8387 7.76055 6.10872 5.72949 3.56267 2.74735 4.93426 2.51269 1.82374 1.38959 1.32314 1.46203 1.93764 1.14629 0.96108 1.3985 0.917893 1.03915 2.08124 0.880221 0.796931 0.683912 0.47291 0.335246
threshold=0.11883500000000001 0.095920000000000019 0.28127000000000008 0.12432000000000001 0.09772500000000002 0.076450000000000004 0.095850000000000005 -0.020049999999999995 0.16993500000000003 0.10709500000000001 0.012315000000000001 0.069705000000000003 -0.15366499999999997 -0.46195999999999998 0.27644500000000005 0.087325000000000014 0.083395000000000011 -0.11532999999999999 0.081310000000000007 0.093845000000000026 -0.07107999999999999 0.094220000000000012 0.085355000000000014 -0.060719999999999989 -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
left_child=1 5 3 6 8 10 7 -3 14 -8 11 12 13 -1 -2 16 -14 -12 21 -20 -17 -19 -16 -11 -4
right_child=4 2 24 -5 -6 -7 9 -9 -10 23 17 -13 15 -15 22 20 -18 18 19 -21 -22 -23 -24 -25 -26
leaf_value=0.0025413382769007222 0.001299259152906427 0.0024470153099450231 0.0028796897665776819 0.0025235398478151609 0.001743329398972618 0.0032192137257126257 0.00075622226723168911 0.0011336328036593991 0.00010194119036995727 0.0012876144083119921 0.002693358884987881 0.0030910445537319538 0.0026789236888020438 0.0017514750961455138 0.00052564010111005258 0.0027037342895820972 0.0021472080773837503 0.0022481119175144968 0.0029452495348294451 0.0021038628930939215 0.0024009179191729225 0.0017150200374085769 0.00097603703413035449 0.001661897391167552 0.002509764640621939
leaf_weight=87 60 76 61 85 84 86 52 53 52 75 63 52 909 56 72 141 58 77 55 78 434 52 76 75 52
leaf_count=87 60 76 61 85 84 86 52 53 52 75 63 52 909 56 72 141 58 77 55 78 434 52 76 75 52
internal_value=0 0.00243769 0.00194236 0.00173382 0.000993785 0.00255966 0.00153092 0.00190768 0.000751489 0.00129014 0.00253214 0.00256939 0.00255327 0.00223227 0.000913706 0.00258302 0.00264707 0.00233292 0.00224611 0.00245207 0.00247524 0.0020335 0.000757163 0.00147499 0.00270977
internal_weight=0 2677 529 416 344 2148 331 129 260 202 2062 1737 1685 143 208 1542 967 325 262 133 575 129 148 150 113
internal_count=3021 2677 529 416 344 2148 331 129 260 202 2062 1737 1685 143 208 1542 967 325 262 133 575 129 148 150 113
is_linear=0
shrinkage=0.0032998


Tree=3118
num_leaves=25
num_cat=0
split_feature=4 2 3 2 3 2 0 4 16 0 2 4 0 41 3 0 2 160 4 15 13 160 15 4
split_gain=79.3914 25.6761 11.1418 8.60624 5.73257 3.5722 2.78248 2.73617 2.76275 3.70211 2.61755 2.31447 2.94638 2.41718 1.92557 1.78826 1.91326 1.73693 1.23339 1.13174 1.10923 1.1028 1.01483 0.263872
threshold=0.31392000000000003 0.13673000000000005 -0.073614999999999986 -0.007134999999999999 0.17351000000000003 0.15205000000000002 -0.18240499999999996 -0.078249999999999986 -0.014854999999999998 -0.10934999999999999 0.15086000000000002 -0.4950449999999999 -0.074249999999999997 0.075585000000000013 -0.14326499999999995 -0.096109999999999987 0.088300000000000003 -0.014124999999999999 -0.012164999999999999 0.087450000000000014 -0.069029999999999994 -1.0000000180025095e-35 0.092125000000000012 -0.50324499999999983
decision_type=2 2 2 2 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 7 6 -2 23 17 -10 -3 -1 13 15 -8 16 -13 -9 20 -17 -14 -16 -22 -5
right_child=5 10 3 4 -6 -7 14 8 9 -11 -12 12 18 -15 21 19 -18 -19 -20 -21 22 -23 -24 -25
leaf_value=0.0029268263436265378 0.0011511368579876543 0.001058452880450004 0.00082897541670391326 0.0023942208391290534 0.00093460350882337275 -0.00035436450574352179 0.00091401010410075833 0.0025076389049302314 0.00092761976123969647 0.0019524932152259749 1.570016719633219e-05 0.0023864800516334508 0.0025710497661793736 0.0029903455957614113 0.00052558053507997088 0.0024716518631772927 0.0016940319192732789 0.0019922414223436467 0.0017028627850906521 0.0022536663882819336 0.0018406237985435006 -5.427588330484068e-05 0.0023430165915774639 0.0027369491505007085
leaf_weight=72 67 53 78 52 52 55 53 107 54 134 52 88 56 69 60 811 87 218 88 389 113 88 73 52
leaf_count=72 67 53 78 52 52 55 53 107 54 134 52 88 56 69 60 811 87 218 88 389 113 88 73 52
internal_value=0 0.00214252 0.0022073 0.00186704 0.00198802 0.000411261 0.000568517 0.00207674 0.0019775 0.0016583 0.000542378 0.00234497 0.00232134 0.00238577 0.000374135 0.00235541 0.00204244 0.00216203 0.00203929 0.00240102 0.00216149 0.000180563 0.00203799 0.00256592
internal_weight=0 2698 2593 747 669 323 268 617 513 188 105 1846 1774 1444 201 1375 175 325 330 1200 242 148 186 104
internal_count=3021 2698 2593 747 669 323 268 617 513 188 105 1846 1774 1444 201 1375 175 325 330 1200 242 148 186 104
is_linear=0
shrinkage=0.0032998


Tree=3119
num_leaves=21
num_cat=0
split_feature=4 39 13 42 14 0 4 0 14 13 13 49 13 42 4 52 39 1213 42 49
split_gain=75.7591 19.2328 16.1988 5.92383 4.93971 4.63663 4.9982 4.05488 4.79712 3.66435 3.48142 3.39815 1.74832 1.68798 1.48482 1.19652 1.10268 0.758651 0.859463 0.649337
threshold=0.31392000000000003 0.055555000000000007 -0.27740999999999993 -0.0047199999999999994 0.073890000000000011 -0.12851999999999997 0.061295000000000009 -0.10594499999999998 -0.42227999999999993 -0.078724999999999976 -0.0094049999999999984 0.097940000000000013 0.032645000000000007 0.081180000000000016 0.42642000000000008 -0.069499999999999992 0.085355000000000014 0.092585000000000015 0.083250000000000005 0.12603000000000003
decision_type=2 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 15 14 -9 17 13 12 -11 -5 -2 -4 -10 18 -7 -13
right_child=7 3 4 10 -6 9 -8 8 16 11 -12 19 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.001521899618896098 0.0013316378990245546 0.0028667116548478991 0.0024138129876988524 0.0015546271522185252 0.003769895070621154 0.0036171296940774081 0.0032615857186200762 0.0016567789154070479 0.00019256112376212455 0.0030575332302169695 0.00099311596353656622 0.0026198981576375617 0.0027619795417916258 0.0023567531995922703 0.0020383955957535569 0.0017269198238547407 0.00080311408451471224 0.0028233241546648902 0.0031971431881928566 0.0021719883217730905
leaf_weight=82 78 60 53 53 91 59 56 59 60 862 57 109 296 63 56 59 70 55 689 54
leaf_count=82 78 60 53 53 91 59 56 59 60 862 57 109 296 63 56 59 70 55 689 54
internal_value=0 0.00287912 0.0029648 0.00197248 0.00301444 0.00298443 0.00245559 0.00118787 0.000876149 0.00302624 0.00166213 0.00291908 0.00298202 0.00199057 0.00162726 0.00205228 0.000521591 0.00320249 0.00323032 0.00247173
internal_weight=0 2698 2465 233 2383 2292 168 323 189 2124 173 1321 1158 116 134 112 130 803 748 163
internal_count=3021 2698 2465 233 2383 2292 168 323 189 2124 173 1321 1158 116 134 112 130 803 748 163
is_linear=0
shrinkage=0.0032998


Tree=3120
num_leaves=26
num_cat=0
split_feature=2 12 15 2 3 51 12 2 3 3 160 13 148 3 42 156 11 3 483 15 13 47 13 15 3
split_gain=28.1501 13.5116 5.67081 4.00126 3.3168 2.66721 2.41544 1.81893 2.16321 1.79105 1.63805 1.29259 1.04493 1.59637 0.771922 0.649558 0.740254 0.557516 0.547154 0.745424 1.8637 0.695492 0.470782 0.580359 0.471122
threshold=0.13388500000000003 1.0000000180025095e-35 -0.38214499999999996 0.25063000000000007 0.13772500000000001 -0.093789999999999984 0.095175000000000023 0.097180000000000016 -0.08867499999999999 -0.12711499999999995 0.085460000000000022 -0.15122999999999998 -1.0000000180025095e-35 -0.0037099999999999998 0.0069650000000000016 1.0000000180025095e-35 0.085155000000000022 -0.062324999999999998 -0.084544999999999995 0.091285000000000019 -0.076179999999999984 0.10409500000000001 -0.065239999999999979 -0.035654999999999992 -0.079224999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 5 -4 7 9 -9 -3 12 -2 -7 -14 -13 16 17 22 -11 21 -21 -20 23 -8 -24
right_child=3 6 4 -5 -6 10 15 8 -10 18 -12 14 13 -15 -16 -17 -18 -19 19 20 -22 -23 24 -25 -26
leaf_value=0.00082538339147869555 0.00059146586458839133 0.0025719653258394633 0.0022176513038469087 2.8427365716863122e-05 0.00091805785688422103 0.0013449956276382739 0.0018529996860425946 0.0013544071551760421 0.0021279614557098538 0.0023883150220549917 0.0012122176317376715 0.0014758053176697093 0.001584590918087583 0.0021203885714275931 0.0009688664501322793 0.0021471247989361905 0.0014842952724300929 0.0015930179773381119 0.0021605776653853244 0.0021251869388180617 0.0014073684931036874 0.0017896300669934093 0.0019563773553590573 0.0022543368443495772 0.0016828209840918905
leaf_weight=101 53 97 93 55 56 58 70 66 82 75 80 53 126 102 72 81 54 61 920 124 52 55 153 79 113
leaf_count=101 53 97 93 55 56 58 70 66 82 75 80 53 126 102 72 81 54 61 920 124 52 55 153 79 113
internal_value=0 0.00192607 0.00151322 0.000776776 0.00164805 0.00173704 0.0020482 0.00211801 0.00178323 0.00215544 0.00161483 0.00100782 0.00172733 0.00182444 0.00118408 0.00188009 0.00183921 0.0018794 0.00212245 0.0021051 0.0019133 0.00213969 0.00192142 0.00206602 0.00184029
internal_weight=0 2698 616 233 515 459 2082 1471 148 1323 366 178 286 228 125 611 530 476 1226 1151 176 975 415 149 266
internal_count=2931 2698 616 233 515 459 2082 1471 148 1323 366 178 286 228 125 611 530 476 1226 1151 176 975 415 149 266
is_linear=0
shrinkage=0.00317166


Tree=3121
num_leaves=19
num_cat=0
split_feature=9 9 1 3 15 15 1 0 0 16 475 13 4 0 16 131 16 131
split_gain=1.96664 1.41705 1.60194 1.40658 0.951367 1.39619 1.04901 0.805859 1.18706 0.783511 0.727333 0.78813 0.537884 1.00345 0.495832 1.13976 1.08488 0.475201
threshold=0.094575000000000006 1.0000000180025095e-35 0.10557500000000002 -0.15870999999999996 0.043560000000000008 -0.2987999999999999 0.13522500000000001 0.040570000000000002 -0.037444999999999992 -0.42170999999999997 -0.085684999999999997 -0.085604999999999987 -0.44205499999999992 0.11160500000000002 -0.011964999999999998 0.078355000000000022 -0.018754999999999997 0.088315000000000018
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 9 17 8 10 -5 11 -1 13 -9 16 -16 -12 -7
right_child=-2 -3 3 4 -6 6 -8 12 -10 -11 14 -13 -14 -15 15 -17 -18 -19
leaf_value=0.0084130496621062697 -0.0046367105802753638 0.018224932851294399 0.015113009906219695 0.0050076075381227467 -0.0045586892559812235 0.0036593248403139476 0.015650221822826015 0.0004459701033194466 0.019228183210905685 -0.0043252276287226409 0.009048209320242211 0.019742023480767746 -0.00053622351477711477 0.012958829668477048 0.0057797229569284125 0.013512104986992358 0.018050151252799896 0.0098784659366471326
leaf_weight=52 52 63 55 72 52 169 57 52 52 88 1266 57 59 62 479 102 62 80
leaf_count=52 52 63 55 72 52 169 57 52 52 88 1266 57 59 62 479 102 62 80
internal_value=0 0.0083742 0.00815357 0.00501968 0.00394662 0.00489723 0.00752347 0.00895384 0.00931776 -0.000121025 0.00906203 0.0143439 0.00459538 0.00725742 0.00876008 0.00713843 0.00946901 0.00566029
internal_weight=0 2879 2816 573 518 466 306 2243 2070 160 2018 109 173 114 1909 581 1328 249
internal_count=2931 2879 2816 573 518 466 306 2243 2070 160 2018 109 173 114 1909 581 1328 249
is_linear=0
shrinkage=0.0663513


Tree=3122
num_leaves=20
num_cat=0
split_feature=1 4 12 1429 49 15 9 15 49 52 15 3 15 52 52 16 4 52 16
split_gain=1.48836 1.05905 2.17661 0.588735 0.805645 1.47066 0.983624 0.787067 0.646263 0.811235 0.598952 0.555021 0.957252 0.523793 0.463749 1.50614 1.04399 0.47579 0.318384
threshold=0.13130500000000003 0.51395000000000002 -0.025219999999999996 0.082890000000000005 -0.014479999999999998 -0.091229999999999992 0.037245000000000007 0.039965000000000007 0.10888500000000001 -0.10337499999999998 -0.044024999999999988 -0.087674999999999989 -0.023589999999999996 -0.082384999999999986 -0.41694999999999993 0.19384500000000002 -0.17568999999999999 -0.54159499999999994 -0.116045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 -1 8 10 14 -10 -7 -5 -13 -14 17 16 -16 -6 -11
right_child=1 -3 -4 11 6 7 -8 -9 9 18 -12 12 13 -15 15 -17 -18 -19 -20
leaf_value=-0.0033490220988368364 0.012684727989821419 -0.0049045807847650832 -0.0018405050501718321 0.014847017601723165 0.0074654857760893568 0.0072853213872857234 0.015207680633976973 0.0120102885559844 0.0080713349197610949 0.0030644791322751845 9.9001398753093434e-05 0.013592530332808193 0.0094812589750878744 0.0013486026581517915 0.015949471438426701 -0.00099380757663690986 0.0069341809461399883 0.014747185021741977 -0.0038202155750782659
leaf_weight=87 70 69 95 61 86 99 55 65 76 52 84 76 53 75 52 92 1571 60 53
leaf_count=87 70 69 95 61 86 99 55 65 76 52 84 76 53 75 52 92 1571 60 53
internal_value=0 0.00159544 0.00431767 0.00679756 0.00649178 0.0036404 0.00694697 0.00609503 0.00672415 0.00315085 0.00399033 0.00960134 0.00802951 0.00472125 0.00707133 0.00678224 0.00722344 0.0104625 -0.000404296
internal_weight=0 234 165 2697 2432 335 2097 248 2042 181 183 265 204 128 1861 1715 1623 146 105
internal_count=2931 234 165 2697 2432 335 2097 248 2042 181 183 265 204 128 1861 1715 1623 146 105
is_linear=0
shrinkage=0.0625243


Tree=3123
num_leaves=23
num_cat=0
split_feature=4 2 12 42 3 3 150 13 2 12 150 2 0 4 3 13 43 3 15 15 133 160
split_gain=45.9041 20.5363 13.1859 5.51249 5.44092 3.4495 3.10593 2.72633 2.7102 2.61978 1.63628 3.68297 1.55194 1.43487 1.35392 1.211 1.34626 1.15991 0.73446 0.678512 0.426235 0.301569
threshold=0.31392000000000003 0.13388500000000003 -1.0000000180025095e-35 -0.0047199999999999994 0.10402500000000002 -0.14719499999999996 0.081245000000000026 -0.016029999999999996 0.15305000000000002 0.095295000000000019 0.082965000000000025 0.089945000000000011 -0.14164999999999997 0.03851000000000001 -0.12711499999999995 -0.085349999999999995 -0.055679999999999993 -0.049739999999999993 0.079600000000000018 -0.082019999999999996 0.0089800000000000019 -0.08292999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 -2 15 -5 -3 10 12 21 18 14 -11 -7 -17 -14 -4 -16 -15 -12
right_child=5 8 4 7 -6 6 -8 -9 -10 13 11 -13 17 20 19 16 -18 -19 -20 -21 -22 -23
leaf_value=0.002471196670482457 0.0018714515092946396 0.0015510852323315837 0.0027904298275665293 0.0018161282883427715 0.0018018742058859515 0.00052173473298581792 0.0016601865759575773 0.00095372023281677597 0.00056566075749656173 0.0029181804051128103 0.0025255396206184102 0.0016824288065580744 0.002639241313694795 0.0022674604316974627 0.0027470705313060459 0.00067741068554264146 0.0013675277500361253 0.0031184879596875097 0.0033122827877985653 0.0023497308866106625 0.0018780562662020933 0.0028824267997103171
leaf_weight=73 54 64 58 78 96 94 55 76 54 65 52 57 1281 65 54 61 58 56 58 312 57 53
leaf_count=73 54 64 58 78 96 94 55 76 54 65 52 57 1281 65 54 61 58 56 58 312 57 53
internal_value=0 0.00241968 0.00248216 0.00173836 0.00255672 0.00112481 0.000974237 0.00139075 0.00110042 0.00259013 0.00265614 0.00234608 0.00269068 0.00239731 0.0024854 0.000796952 0.00101406 0.00265934 0.00305165 0.00240845 0.00208581 0.00270601
internal_weight=0 2609 2491 227 2264 322 268 154 118 2168 1615 162 1453 553 431 213 119 1337 116 366 122 105
internal_count=2931 2609 2491 227 2264 322 268 154 118 2168 1615 162 1453 553 431 213 119 1337 116 366 122 105
is_linear=0
shrinkage=0.0032351


Tree=3124
num_leaves=23
num_cat=0
split_feature=1 3 123 2 2 4 2 2 4 15 3 12 15 4 12 1 16 15 1 12 133 133
split_gain=93.0882 21.9782 6.88303 6.5294 5.9277 5.18182 4.52735 4.33277 3.72019 3.0798 3.0646 2.8674 2.64901 2.53818 2.27003 2.78257 1.4734 1.27011 0.827267 0.767126 0.759411 1.05613
threshold=0.10398500000000001 -0.049204999999999992 0.080635000000000012 0.11426500000000002 0.16730000000000003 0.053925000000000008 -1.0000000180025095e-35 0.10859000000000001 -0.50231999999999988 -0.14465499999999995 0.086845000000000019 0.10488500000000002 -0.11124499999999998 0.028075000000000006 0.090285000000000018 0.089605000000000018 -0.28430999999999995 0.11883000000000001 0.11121000000000002 0.088245000000000004 0.081310000000000007 0.097995000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 6 8 -3 -8 -1 19 14 18 -7 -9 15 -11 -15 -16 -2 -10 -14 -22
right_child=1 4 -4 -5 -6 12 7 13 9 10 -12 -13 20 16 17 -17 -18 -19 -20 -21 21 -23
leaf_value=0.0037023355256989828 0.0027400214893298957 0.00081426604345238753 0.0021359678875006068 0.0016612559988692715 0.00030641201204222615 0.0031823338877233075 0.0023311719064893648 0.0018789669153081066 0.003830452319213334 0.0032063376946662565 0.0024054836824516381 0.0021649922269225807 0.0022139718447454423 0.0014259112820636153 0.0029665302679320487 0.0026152814945330999 0.00077605468429104959 0.0025262966075776027 0.0032746490405627608 0.0032976369129260556 0.0029302062460018173 0.0022982034394541107
leaf_weight=93 52 96 85 76 56 61 61 68 56 893 73 54 85 78 607 85 60 72 64 52 52 52
leaf_count=93 52 96 85 76 56 61 61 68 56 893 73 54 85 78 607 85 60 72 64 52 52 52
internal_value=0 0.00168212 0.00300537 0.00242001 0.00124881 0.00303924 0.0013941 0.00160245 0.00309387 0.00306307 0.00303114 0.00275903 0.00261715 0.00138651 0.00305868 0.003155 0.00114361 0.0029199 0.00303527 0.00357422 0.00243456 0.00261452
internal_weight=0 665 2266 246 419 2181 363 267 1931 1838 1730 170 250 206 1657 978 138 679 116 108 189 104
internal_count=2931 665 2266 246 419 2181 363 267 1931 1838 1730 170 250 206 1657 978 138 679 116 108 189 104
is_linear=0
shrinkage=0.00310948


Tree=3125
num_leaves=21
num_cat=0
split_feature=10 10 2 158 1456 40 150 16 16 51 51 2 475 16 3 51 52 16 158 484
split_gain=2.01376 1.77108 1.04299 1.06545 1.00131 0.808041 1.20755 2.72507 0.754518 0.591478 0.821402 0.533541 0.926789 0.612862 0.904586 0.54094 0.497494 0.357004 0.290264 0.167395
threshold=-1.0000000180025095e-35 0.057650000000000007 0.095850000000000005 0.08673500000000002 -0.052914999999999997 0.0045850000000000005 0.082085000000000019 -0.088824999999999987 -0.072904999999999984 -0.22288499999999997 1.0000000180025095e-35 0.078775000000000012 -0.048844999999999993 -0.15105999999999997 -0.0031199999999999995 -0.090939999999999979 0.28122000000000008 0.11160500000000002 0.10750000000000001 -0.0027299999999999994
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 11 -4 6 9 -8 -1 -6 -11 12 -2 -13 15 -15 17 -14 -5 -20
right_child=1 -3 4 18 5 -7 7 -9 -10 10 -12 13 16 14 -16 -17 -18 -19 19 -21
leaf_value=-0.004835087512041019 -0.0020232752600990809 -0.0021778206223631571 0.016964197582305465 0.02025718057845911 0.014283952777623699 -0.0030326529773581248 0.010852642543219645 -0.012152302428629533 0.0059610479820906385 0.0059180848867014663 0.013148142459813094 0.0039418514962977769 0.0089883090583505066 0.0028255140273814247 0.018682075704525403 0.010938858276933907 0.0032078920824544356 0.015883021016289682 0.010549602439850212 0.016893308091603752
leaf_weight=92 56 87 61 70 93 53 69 61 73 463 126 79 288 55 93 934 81 57 55 52
leaf_count=92 56 87 61 70 93 53 69 61 73 463 126 79 288 55 93 934 81 57 55 52
internal_value=0 0.00895309 0.00930605 0.0104094 0.00713657 0.00644255 0.00706205 5.15027e-05 -5.34849e-05 0.00839713 0.00746619 0.00977838 0.00755466 0.0107008 0.0111936 0.0104885 0.00881572 0.0101299 0.016262 0.0136404
internal_weight=0 2833 2746 1820 926 865 812 130 165 682 589 1643 482 1161 1082 989 426 345 177 107
internal_count=2998 2833 2746 1820 926 865 812 130 165 682 589 1643 482 1161 1082 989 426 345 177 107
is_linear=0
shrinkage=0.079296


Tree=3126
num_leaves=23
num_cat=0
split_feature=1 150 1456 150 43 159 41 13 2 49 151 41 1 43 13 1447 47 1204 43 159 43 2
split_gain=1.66841 1.22172 1.07449 0.941392 0.981231 1.08721 0.736087 1.25005 1.26563 0.767409 0.69534 0.606079 0.581035 0.843084 0.49884 0.439153 0.488457 0.417782 0.412423 0.337205 0.921353 0.484034
threshold=0.080320000000000016 -0.097839999999999996 -0.077489999999999989 0.11680000000000001 -0.081404999999999991 0.084435000000000024 0.077300000000000021 -0.09330999999999999 1.0000000180025095e-35 0.0052300000000000011 -0.085164999999999977 0.077550000000000022 0.091055000000000011 -0.11113499999999998 -0.085919999999999982 -0.085709999999999995 0.07906500000000001 -1.0000000180025095e-35 -0.008734999999999998 -0.081299999999999997 -0.076744999999999994 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
left_child=10 -2 -3 4 5 12 7 8 -6 -9 14 15 -4 -14 -1 -12 17 18 -17 20 -19 -21
right_child=1 2 3 -5 6 -7 -8 9 -10 -11 11 -13 13 -15 -16 16 -18 19 -20 21 -22 -23
leaf_value=0.021958808532261471 -0.0074629066916299062 0.017159011972099656 -0.0029755412129256931 -0.0029985538067620662 0.010093459008354145 -0.007938576294689817 0.017522637436467915 0.0077046053336452518 -0.0056814173508003794 0.018005027946881295 0.015726377691378524 0.00056311049686942095 0.015002119081123944 0.0022141932161709042 0.011460479646102426 0.0089992264595812419 0.016341847349596372 0.011909292453537725 0.019411163714310554 0.012653996011176633 -0.0032077950684803293 0.0077555587075199134
leaf_weight=56 53 64 56 92 62 68 54 627 105 61 82 61 66 99 93 66 68 58 53 193 66 795
leaf_count=56 53 64 56 92 62 68 54 627 105 61 82 61 66 99 93 66 68 58 53 193 66 795
internal_value=0 0.0055687 0.00607949 0.00552909 0.00618474 0.00173688 0.00759783 0.00696991 0.000169527 0.00861923 0.0097095 0.00911957 0.00471817 0.00733503 0.0154124 0.00949684 0.00910288 0.00870224 0.0136443 0.00817253 0.00385556 0.00871339
internal_weight=0 1407 1354 1290 1198 289 909 855 167 688 1591 1442 221 165 149 1381 1299 1231 119 1112 124 988
internal_count=2998 1407 1354 1290 1198 289 909 855 167 688 1591 1442 221 165 149 1381 1299 1231 119 1112 124 988
is_linear=0
shrinkage=0.0875492


Tree=3127
num_leaves=14
num_cat=0
split_feature=4 49 1453 39 4 11 3 15 3 3 52 15 15
split_gain=1.27308 1.13482 0.848797 0.730421 0.700226 0.893313 0.824857 2.1145 0.704994 1.25066 0.67641 0.474949 1.08688
threshold=0.31392000000000003 -0.046109999999999991 -0.079499999999999987 0.089940000000000006 -0.5109999999999999 0.090945000000000012 0.11391500000000002 -0.0088349999999999974 -0.15624499999999999 -0.13392999999999997 -0.53896499999999992 -0.46645999999999993 -0.2987999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 11 -4 6 8 -8 -6 -10 -11 -3 -13
right_child=1 3 4 -5 5 -7 7 -9 9 10 -12 12 -14
leaf_value=0.015477485607488061 -0.01012510375798875 0.0055403723417956048 -0.0021228989980340996 0.0097569180729788259 -0.0004321620018414784 0.017496158861746946 0.009968047349872864 -0.011729411051103885 0.01950894189319544 0.014382330888062064 0.0065827925443807016 -0.010620552065334125 0.0059319655848047766
leaf_weight=78 52 78 64 88 89 54 69 59 57 82 2115 61 52
leaf_count=78 52 78 64 88 89 54 69 59 57 82 2115 61 52
internal_value=0 0.00128357 0.00682011 0.00341314 0.00655894 0.00677935 0.00654478 -2.61067e-05 0.00690414 0.00719422 0.00687431 0.000485642 -0.00299551
internal_weight=0 331 2667 279 2589 2525 2471 128 2343 2254 2197 191 113
internal_count=2998 331 2667 279 2589 2525 2471 128 2343 2254 2197 191 113
is_linear=0
shrinkage=0.0841495


Tree=3128
num_leaves=29
num_cat=0
split_feature=1 2 14 15 39 150 2 1 13 1 1 2 2 51 475 16 1 16 16 15 39 2 52 1429 159 51 160 13
split_gain=103.521 23.1503 9.27999 8.44691 7.76425 4.88599 4.47022 3.63023 3.12606 2.76489 2.25812 2.23012 2.2163 2.09188 1.97234 1.60564 1.56799 3.49806 1.55083 2.4988 0.746564 0.71088 0.969258 0.801709 0.565025 0.441348 0.431782 0.428389
threshold=0.10398500000000001 0.13447000000000003 0.073890000000000011 -0.08237499999999999 0.0047850000000000011 0.086420000000000011 0.092155000000000015 0.12040000000000002 -0.08811999999999999 0.080320000000000016 0.086215000000000014 0.10859000000000001 0.123795 0.091465000000000005 -0.064294999999999991 0.0077850000000000011 0.079440000000000024 0.26711500000000005 -0.026479999999999997 0.084630000000000025 0.093500000000000014 0.086545000000000025 -0.069894999999999985 0.084575000000000025 -0.26414999999999994 -0.19656999999999999 0.011825000000000002 -0.074564999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 6 15 9 11 -3 13 -6 -2 16 21 -11 -5 24 -18 19 -16 -10 22 -1 -23 -8 -17 -26 -20
right_child=1 8 -4 5 10 -7 12 -9 20 14 -12 -13 -14 -15 18 25 17 -19 27 -21 -22 23 -24 -25 26 -27 -28 -29
leaf_value=0.0024925610838334969 0.0018407816382157301 -0.00047549169580115479 0.0035315475585416473 0.0016958196426538957 0.0021355180257296917 0.0011152890775414923 0.0027796550421775117 0.00052591280765829226 0.00065881305509910872 0.0018815438574762149 0.0012531112042847416 0.00097991804320051476 0.0016644424321882467 0.0021226478240938614 0.0019455285384074158 0.0021096452682494949 0.0014592407805430108 0.0026341950246442499 0.0026454388093325653 0.0025967943339559592 0.0001244806130379646 0.0026442678106778717 0.0029560177269684173 0.0030369083281289043 0.0023550685084616847 0.0025075459921962504 0.0025959261907327405 0.0030223139193938185
leaf_weight=58 58 69 99 63 65 71 54 102 62 59 62 76 52 54 94 54 58 53 75 206 53 388 367 68 327 75 113 63
leaf_count=58 58 69 99 63 65 71 54 102 62 59 62 76 52 54 94 54 58 53 75 206 53 388 367 68 327 75 113 63
internal_value=0 0.00108019 0.00254224 0.0014491 0.00249803 0.00185595 0.00254622 0.000995562 7.95378e-05 0.00264979 0.00170501 0.00135279 0.00232043 0.0027558 0.00245027 0.00212966 0.00237676 0.00202057 0.0025268 0.00239285 0.000412862 0.00279457 0.00289285 0.0027029 0.00245672 0.00234126 0.00241701 0.00281775
internal_weight=0 683 2315 499 2216 263 2089 236 184 1432 127 134 657 935 497 192 605 111 438 300 115 881 425 456 494 129 440 138
internal_count=2998 683 2315 499 2216 263 2089 236 184 1432 127 134 657 935 497 192 605 111 438 300 115 881 425 456 494 129 440 138
is_linear=0
shrinkage=0.0032998


Tree=3129
num_leaves=12
num_cat=0
split_feature=10 10 39 39 484 484 10 49 49 1375 474
split_gain=1.18808 1.17723 0.892978 1.02337 0.887451 1.13401 0.737534 0.636458 0.565836 0.75068 0.438871
threshold=-1.0000000180025095e-35 0.057650000000000007 0.098380000000000009 0.085355000000000014 0.087520000000000014 0.085515000000000022 -0.23313499999999995 0.08512500000000002 0.15665000000000004 0.085885000000000017 0.08425500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 8 -1 10 9 -2 -6
right_child=1 -3 -4 -5 7 -7 -8 -9 -10 -11 -12
leaf_value=0.0056971388043210759 0.0062821886098196429 -0.0029382385720682848 -0.001039043107831661 0.014822723028478738 0.016536448736398025 -0.0053952268925492632 -0.0048224268646462629 0.0048360481262541529 -0.0016131879141641086 -0.0029735366073020872 0.0080262854752909188
leaf_weight=62 2177 87 99 80 97 53 103 75 57 52 56
leaf_count=62 2177 87 99 80 97 53 103 75 57 52 56
internal_value=0 0.00578416 0.0060608 0.00632665 0.00606156 0.00561837 -0.000864689 0.0106046 0.00587407 0.0060659 0.0134269
internal_weight=0 2833 2746 2647 2567 2339 165 228 2286 2229 153
internal_count=2998 2833 2746 2647 2567 2339 165 228 2286 2229 153
is_linear=0
shrinkage=0.0762168


Tree=3130
num_leaves=30
num_cat=0
split_feature=1 52 3 12 2 12 1 12 16 1 14 3 2 160 52 12 16 43 49 2 43 160 2 402 16 52 43 43 50
split_gain=49.0148 13.2445 6.10973 5.20531 6.31663 3.70385 3.69944 2.84007 1.94472 1.86886 1.53558 2.02276 1.39062 1.30606 1.34304 0.939133 0.873941 0.86944 0.877697 0.861794 0.664001 0.600892 0.578058 0.576136 0.465341 0.464388 0.420823 0.412511 0.404949
threshold=0.10404000000000001 -0.41694999999999993 0.3148450000000001 -1.0000000180025095e-35 0.10633000000000002 1.0000000180025095e-35 0.090485000000000024 0.085845000000000019 -0.074904999999999985 0.11392000000000001 0.073890000000000011 -0.12077499999999998 0.092155000000000015 0.0050800000000000003 -0.082894999999999983 -0.089399999999999993 -0.019749999999999993 -0.073404999999999984 0.10470500000000001 0.12665000000000001 -0.025879999999999997 -0.053494999999999994 0.098180000000000003 -0.070249999999999993 -0.072649999999999978 -0.072144999999999987 -0.0035149999999999995 -0.075739999999999988 0.091050000000000006
decision_type=2 2 2 2 2 2 2 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 15 9 19 10 8 -8 -5 11 -1 13 16 -15 -3 26 18 22 -6 -18 -9 -14 -19 -25 -23 -13 -17 -27
right_child=1 2 -4 4 5 -7 7 21 -10 -11 -12 12 17 14 -16 27 20 23 -20 -21 -22 25 -24 24 -26 28 -28 -29 -30
leaf_value=0.0016938960956642314 0.0024138347517000378 0.00099310944124116215 0.00023163215048360697 0.0023817856381775533 0.0011023575572329408 0.00036831795590407487 0.0010185156931244595 0.002354488131897326 0.0017762833128698542 0.0015919948736817123 0.0026342992034378687 0.002291447123565913 0.0021045079437784363 0.0022034109816235171 0.0015698429859949345 0.00068256121709968538 0.0023167970310291677 0.002223495931591764 0.0018572581311897078 0.0016374155983536419 0.0026178765908764692 0.0022180013445570958 0.002466110202005452 0.0020712936892258432 0.0017840567116350532 0.00164957801768664 0.0021175886733885555 0.00029570909820514731 0.0020186301059685312
leaf_weight=91 76 67 96 54 82 65 57 56 95 76 77 438 83 99 55 66 196 67 59 52 131 56 111 93 174 56 230 52 75
leaf_count=91 76 67 96 54 82 65 57 56 95 76 77 438 83 99 55 66 196 67 59 52 131 56 111 93 174 56 230 52 75
internal_value=0 0.00114002 0.000981254 0.00112119 0.00136543 0.00100276 0.00212549 0.00184002 0.00149235 0.00192033 0.0021847 0.00216573 0.00219045 0.00225621 0.00197736 0.000686667 0.00229933 0.00206166 0.00220577 0.00131025 0.00243752 0.00205735 0.00231158 0.00195239 0.00188423 0.00196819 0.00223164 0.000512377 0.00186113
internal_weight=0 686 610 514 329 199 2299 395 152 130 1904 1827 1736 1149 154 185 995 587 253 134 327 243 194 334 267 187 668 118 131
internal_count=2985 686 610 514 329 199 2299 395 152 130 1904 1827 1736 1149 154 185 995 587 253 134 327 243 194 334 267 187 668 118 131
is_linear=0
shrinkage=0.0032351


Tree=3131
num_leaves=27
num_cat=0
split_feature=1 12 1 13 4 12 43 1 11 4 12 15 15 4 4 13 43 43 4 51 42 1 51 4 51 13
split_gain=38.4049 10.5433 6.64541 3.02407 2.60347 2.3144 1.98201 1.82323 1.36889 2.56026 1.28626 1.28297 1.16415 0.999821 2.07047 1.31193 0.843446 0.841572 0.791805 0.735074 0.602762 0.545012 0.454445 0.537439 0.437691 0.322665
threshold=0.12313000000000002 0.056995000000000011 0.095085000000000017 -0.10667999999999998 0.049545000000000006 -1.0000000180025095e-35 -0.081404999999999991 1.0000000180025095e-35 1.0000000180025095e-35 -0.10701499999999999 0.098785000000000012 -0.073759999999999978 0.025430000000000005 -0.008454999999999999 0.032770000000000001 -0.007069999999999999 -0.0035149999999999995 -0.025879999999999997 0.18095500000000003 -0.015619999999999997 0.085790000000000019 0.11319000000000001 0.081260000000000013 -0.007069999999999999 -1.0000000180025095e-35 -0.073724999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -2 8 -5 -1 -8 9 -3 18 -7 -10 15 -15 -4 17 19 25 -11 -19 -16 23 -18 -9 -6
right_child=3 4 13 5 10 11 7 24 12 16 -12 -13 -14 14 21 -17 22 20 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00097027173113820725 -0.00013361966213680491 0.00094897140485115385 0.00071937751840085316 0.00017299418201235535 0.0011559644258296866 0.00049928515587473936 0.0011545954514162341 0.0016383552707328229 0.0017233300919446159 0.0018026604779394428 0.001043767534880484 0.0011957171116555301 0.0022795830540053999 0.00016567720405647726 0.0010558675754289745 0.0014208867897920797 0.001520685971585759 0.0017180532551058965 0.0017299057982776936 0.001596197606008639 0.0020255474651976312 0.00066105983049424529 0.0012794131311364416 0.0018570289978141782 0.0019852426042954257 0.0014988843343149824
leaf_weight=57 101 54 56 93 61 52 57 71 100 239 101 55 62 57 80 52 305 147 80 669 118 64 63 58 80 53
leaf_count=57 101 54 56 93 61 52 57 71 100 239 101 55 62 57 80 52 305 147 80 669 118 64 63 58 80 53
internal_value=0 0.00150837 0.00112704 0.000313468 0.00161209 0.000539417 0.0014957 0.00163953 0.00165708 0.00162968 0.00133515 0.000857581 0.00193643 0.000810769 0.000678053 0.00105745 0.00165265 0.00169681 0.00148667 0.00165058 0.0018551 0.000880633 0.00153096 0.00157452 0.00182236 0.00131569
internal_weight=0 2684 574 301 2110 200 265 208 1815 1653 295 107 162 309 201 108 1599 1173 194 908 265 144 426 363 151 114
internal_count=2985 2684 574 301 2110 200 265 208 1815 1653 295 107 162 309 201 108 1599 1173 194 908 265 144 426 363 151 114
is_linear=0
shrinkage=0.00317166


Tree=3132
num_leaves=21
num_cat=0
split_feature=1 49 12 1 4 4 4 1210 156 13 47 4 1 151 1 4 0 13 52 1
split_gain=2.92826 1.76689 1.20352 0.912455 1.53206 1.21999 1.05616 0.852473 0.728745 0.67508 0.599563 0.771844 0.615844 0.565071 1.45301 0.412267 0.398339 0.268147 0.249691 0.218352
threshold=0.13662500000000002 -0.16404499999999997 0.078120000000000009 0.095085000000000017 -0.017399999999999995 0.0054350000000000015 -0.44205499999999992 -0.079364999999999977 0.10079000000000002 -0.15325499999999995 0.10297500000000002 0.049545000000000006 0.10667500000000001 -0.082164999999999988 0.10593500000000002 0.11023000000000001 -0.06537999999999998 -0.052124999999999998 -0.021309999999999996 0.090650000000000022
decision_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 -6 -3 17 13 -9 11 12 -11 -5 -15 -13 -2 -4 -16 -12
right_child=16 2 7 8 5 -7 -8 9 -10 10 19 15 -14 14 18 -17 -18 -19 -20 -21
leaf_value=0.018714129679770257 -0.00017927689550520579 0.0072512108072482805 -0.003985199106823609 0.0039503219585757835 0.018866304314118149 0.005037417934014886 -0.0074559764670260953 -0.00070156069974359981 0.0086215651788245917 0.0076731777111853283 0.0055903017992116064 4.9311088885944526e-05 0.015438934241940597 -0.014047048367401145 0.0046450241812010309 0.0066857059390434655 -0.007538540868721493 0.0032849335353780226 -0.0015898947452173279 -0.00058096464604595545
leaf_weight=60 75 53 52 93 66 85 61 68 52 1498 59 117 62 54 52 102 100 68 132 76
leaf_count=60 75 53 52 93 66 85 61 68 52 1498 59 117 62 54 52 102 100 68 132 76
internal_value=0 0.00576971 0.00548699 0.00261315 0.00605158 0.0110872 -0.000611287 0.00637254 0.000231947 0.00675022 0.00701539 0.00738718 0.00798234 -0.0010836 -0.00305406 0.00314395 -0.00438922 0.000127762 0.000167726 0.00211008
internal_weight=0 2810 2750 648 265 151 114 2102 383 1982 1914 1779 1560 331 238 219 175 120 184 135
internal_count=2985 2810 2750 648 265 151 114 2102 383 1982 1914 1779 1560 331 238 219 175 120 184 135
is_linear=0
shrinkage=0.0762168


Tree=3133
num_leaves=29
num_cat=0
split_feature=4 12 2 2 4 2 2 4 4 2 12 159 1212 15 16 49 12 0 0 0 151 0 16 16 2 4 0 12
split_gain=44.6012 18.075 6.34116 6.20672 7.65384 3.55643 3.10304 2.88133 2.58393 2.47197 1.46849 1.45454 1.17636 1.15959 2.53211 1.06532 1.05402 0.913738 1.32882 1.43448 1.01625 0.89933 0.871085 0.885188 0.644401 0.268192 0.234899 0.173037
threshold=0.31392000000000003 0.056995000000000011 0.10859000000000001 0.072175000000000017 -0.0048949999999999992 0.13154000000000002 0.092250000000000013 -0.012569999999999998 0.049545000000000006 0.14019000000000004 0.085280000000000009 0.082420000000000007 0.0025400000000000002 -0.43587999999999999 -0.53870999999999991 -1.0000000180025095e-35 -0.083979999999999985 -0.079324999999999993 0.11160500000000002 -0.050249999999999996 -0.082164999999999988 -0.099244999999999986 -0.28430999999999995 0.51165500000000008 0.087635000000000005 -0.000195 -0.09008999999999999 0.095815000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 15 -8 10 13 12 25 24 16 -15 -5 -2 20 19 -19 -12 -22 -10 27 26 -4 -3 -24
right_child=9 5 11 6 -6 -7 7 -9 22 -11 17 -13 -14 14 -16 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29
leaf_value=0.00027713091555611687 0.0008324621549549335 0.0025650052371511429 0.0013955425605693588 0.0020805562130426377 0.001932951804977945 0.0013730403600205035 0.0022063368096154009 0.001253712324753803 0.0021733920634453082 0.00027777021382155789 0.0019230134669943986 0.00058423449555993097 0.0028290325811418321 0.0011165164105089781 0.00015435047869886406 0.0027126126592700761 0.0014677237006746923 0.0021148395110131761 0.0025015525468992674 0.0015697884788301582 0.0027053755829924554 0.0022872296584275824 0.0017120705381003436 0.0020831552893271483 0.0020588391588155556 0.0010630411326546525 0.0023444107611484137 0.0014350649618393265
leaf_weight=58 54 97 52 52 64 56 67 72 85 86 78 61 72 70 52 68 61 459 84 60 62 698 52 59 64 57 133 52
leaf_count=58 54 97 52 52 64 56 67 72 85 86 78 61 72 70 52 68 61 459 84 60 62 698 52 59 64 57 133 52
internal_value=0 0.00205621 0.00152378 0.00176036 0.00114605 0.00219516 0.00204959 0.00171314 0.00221755 0.000757572 0.002261 0.000993355 0.00244856 0.000931528 0.000706702 0.00243902 0.00116973 0.00221334 0.00211459 0.0020519 0.00228435 0.00232139 0.00190081 0.00175845 0.00235527 0.00122199 0.0024376 0.00157391
internal_weight=0 2662 551 381 122 2111 259 139 2055 323 1807 170 366 237 122 120 115 1441 603 519 838 760 248 163 294 109 230 104
internal_count=2985 2662 551 381 122 2111 259 139 2055 323 1807 170 366 237 122 120 115 1441 603 519 838 760 248 163 294 109 230 104
is_linear=0
shrinkage=0.0032998


Tree=3134
num_leaves=34
num_cat=0
split_feature=1 52 1 52 11 11 16 43 475 43 1 52 49 16 1 1 51 51 16 16 43 16 49 16 16 42 43 42 16 133 157 52 1
split_gain=47.4229 16.6513 8.8732 4.96173 2.50614 2.52447 2.44885 1.71773 1.8948 1.80126 1.47519 2.974 1.76514 1.43144 1.73957 1.57181 1.42788 1.37608 1.01121 0.966284 1.11261 0.928991 0.815172 0.798066 0.791997 0.78061 1.08153 0.476472 0.599965 0.43636 0.414655 0.369914 0.212067
threshold=0.10075500000000003 -0.41694999999999993 0.13662500000000002 0.096795000000000006 1.0000000180025095e-35 0.08235000000000002 0.052690000000000008 -0.0019849999999999994 -0.067819999999999978 -0.028184999999999998 1.0000000180025095e-35 -0.037619999999999994 0.11707000000000002 -0.018754999999999997 0.11477000000000001 0.10877000000000002 0.080080000000000026 -0.015619999999999997 -0.12653999999999996 0.20277000000000003 0.0085250000000000031 -0.04040499999999999 0.088005000000000014 -0.029134999999999998 -0.081324999999999995 0.085790000000000019 -0.011714999999999998 0.086745000000000003 -0.049824999999999994 -0.020429999999999997 -1.0000000180025095e-35 0.082640000000000005 0.14547000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 7 -6 13 9 -9 10 12 -12 17 14 15 -3 19 30 -5 20 23 32 -19 -10 -22 29 -27 -13 -29 31 -1 -11 -4
right_child=1 2 21 18 5 -7 -8 8 16 25 11 27 -14 -15 -16 -17 -18 22 -20 -21 24 -23 -24 -25 -26 26 -28 28 -30 -31 -32 -33 -34
leaf_value=0.0024039873168908623 0.0022620145432198564 0.00084109576803473058 -9.2618357554818937e-05 0.0013816587452045012 0.0028713424345517863 0.0019266168722206062 0.0014312098400476498 0.0012305659857359287 0.002044033123158367 0.0020341605483094227 0.0012210371927596081 0.002192179811298392 0.0015384783461600206 0.00041538671893253732 0.00059121803226314638 0.0015528691963434906 0.0015159411208156492 0.0020405153870817366 0.0020141622488629011 0.0015567549277337178 0.0020342325541024332 0.00055997109675124052 0.0017119905146062136 0.0025172454749174925 0.0016796234984300024 0.0027383614927493881 0.0021607084750163044 0.0016046373664603012 0.0020896859305594186 0.0019026225790775987 0.0020922528788631062 0.0023959482314830434 0.00018831182218836002
leaf_weight=133 103 73 52 53 65 55 77 53 118 61 80 67 73 81 99 59 100 467 54 61 138 59 97 56 130 61 79 56 53 78 71 62 61
leaf_count=133 103 73 52 53 65 55 77 53 118 61 80 67 73 81 99 59 100 467 54 61 138 59 97 56 130 61 79 56 53 78 71 62 61
internal_value=0 0.00105106 0.000864286 0.00108387 0.00198279 0.00243863 0.000913978 0.00195665 0.00181893 0.00201945 0.00195535 0.00173936 0.00202106 0.000786217 0.000916099 0.0011595 0.00187059 0.00206689 0.00170119 0.00194103 0.00199398 0.000230867 0.00198408 0.00219653 0.00186235 0.00222555 0.00241265 0.00197476 0.0018408 0.00209506 0.00229566 0.00221681 5.87286e-05
internal_weight=0 771 668 496 2214 120 389 2094 656 1438 1097 256 841 312 231 132 603 768 107 503 442 172 564 174 268 341 140 176 109 201 204 123 113
internal_count=2985 771 668 496 2214 120 389 2094 656 1438 1097 256 841 312 231 132 603 768 107 503 442 172 564 174 268 341 140 176 109 201 204 123 113
is_linear=0
shrinkage=0.0032351


Tree=3135
num_leaves=31
num_cat=0
split_feature=1 12 1 12 12 14 13 48 15 40 13 15 1 156 47 16 15 42 16 51 40 12 133 42 43 13 13 42 16 130
split_gain=54.6558 14.1466 5.80541 3.39747 2.62427 2.48111 2.45519 1.97234 1.51565 1.42337 2.64777 1.39425 1.69098 2.68164 2.01227 1.40498 1.33329 1.13372 1.07308 1.02305 0.95271 0.902643 0.720117 0.393556 0.389665 0.372047 0.49405 0.304747 0.356746 0.179493
threshold=0.10152500000000002 0.085465000000000013 0.12963000000000002 0.11878500000000002 -1.0000000180025095e-35 0.073890000000000011 -1.0000000180025095e-35 0.084565000000000015 0.033605000000000003 -0.076799999999999993 -0.14258499999999999 -0.19153499999999998 0.080320000000000016 0.089935000000000001 0.086025000000000004 0.26768500000000006 -0.035654999999999992 0.087745000000000004 -0.025214999999999998 -0.013119999999999998 -0.084754999999999983 0.098785000000000012 0.099765000000000006 0.11517500000000001 -0.076744999999999994 -0.00045499999999999995 -0.039559999999999991 0.091695000000000013 -0.053299999999999993 0.0046850000000000008
decision_type=2 2 2 2 2 2 2 2 2 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 16 5 9 8 -6 -8 11 20 -11 -1 15 14 -14 19 21 18 25 -13 -2 -3 27 -24 -17 26 -10 -19 -29 -27
right_child=1 2 -4 -5 6 -7 7 -9 17 10 -12 12 13 -15 -16 24 -18 22 -20 -21 -22 -23 23 -25 -26 29 -28 28 -30 -31
leaf_value=0.0024660348938015013 0.00046513114768510354 0.0019473908540439829 0.00071299043633273236 0.0013835695154437702 0.00042630861716211148 0.0026298605043537176 0.00092521960686447547 0.0017168001549743297 0.0020770004106571965 0.00082788627741485119 -3.5489670799529488e-05 0.0023016088021161609 0.0014351704759242346 0.0023460939301407861 0.0020563623482285427 0.0019047302522436811 0.0022216396084303357 0.0020195301193073351 0.0025695992433637646 0.0020188003552868601 0.0010590330225970829 0.0013977260357850442 0.0017070216699248424 0.0020301722652669388 0.0015290048829983481 0.002154024229709374 0.0023385860840471591 0.0020951356074744663 0.0024688402417676076 0.0019016991646485977
leaf_weight=61 54 67 55 74 57 86 88 53 119 61 95 197 185 67 78 61 81 103 96 436 60 60 85 78 58 70 225 60 52 58
leaf_count=61 54 67 55 74 57 86 88 53 119 61 95 197 185 67 78 61 81 103 96 436 60 60 85 78 58 70 225 60 52 58
internal_value=0 0.00104826 0.00164871 0.00206664 0.000710761 0.00208986 0.00099383 0.00122301 0.00206761 0.000503049 0.000301891 0.00198797 0.00196098 0.00176715 0.00161953 0.002046 0.00189596 0.00216381 0.00225571 0.00210687 0.000778014 0.00168798 0.00202563 0.00186187 0.00172189 0.0021918 0.0022482 0.00214962 0.00226895 0.00203996
internal_weight=0 731 263 2249 468 2175 198 141 2089 270 156 1143 1082 330 263 752 208 946 568 633 114 127 378 163 119 472 344 215 112 128
internal_count=2980 731 263 2249 468 2175 198 141 2089 270 156 1143 1082 330 263 752 208 946 568 633 114 127 378 163 119 472 344 215 112 128
is_linear=0
shrinkage=0.0032351


Tree=3136
num_leaves=29
num_cat=0
split_feature=1 3 4 47 4 4 3 3 1 52 1 123 42 1446 3 4 49 13 1 43 48 4 52 474 52 3 13 42
split_gain=52.0373 12.7569 4.0752 3.29721 3.00211 2.86919 2.81937 4.03035 2.76511 1.70828 2.00595 1.6031 1.52788 1.35561 1.50846 1.15326 1.11968 0.873831 0.829378 0.716835 0.627669 0.603373 0.583942 1.56606 0.85587 0.519443 0.433893 0.238855
threshold=0.10152500000000002 -0.049204999999999992 -0.036839999999999991 0.082465000000000024 0.0060300000000000015 0.26546000000000003 0.0066850000000000008 0.28833000000000003 0.14602500000000004 0.0030150000000000008 0.083670000000000008 0.085705000000000017 0.11382000000000002 0.083705000000000016 -0.085744999999999988 -0.011369999999999998 0.092515000000000014 0.053700000000000005 0.11561500000000001 -0.10945499999999998 -0.0020199999999999997 -0.073574999999999988 -0.06717999999999999 0.085475000000000009 -0.014944999999999998 -0.07798999999999999 -0.059629999999999996 -0.09361499999999999
decision_type=2 2 2 2 2 2 2 2 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 18 12 6 15 -8 11 10 16 -7 13 17 -15 -3 -6 20 -4 27 -1 -16 23 -22 -24 -14 -11 -19
right_child=1 5 3 -5 9 8 7 -9 -10 26 -12 -13 25 14 21 -17 -18 19 -20 -21 22 -23 24 -25 -26 -27 -28 -29
leaf_value=0.0027212576121843548 0.0024854959199402836 0.00048548535912876955 0.0015224308070021979 0.0020898232112869395 0.0023099656867850574 0.0011803208637371772 0.0021415014785448553 0.00093982880551666062 3.1821072818672051e-05 0.002461849519351932 0.0013535497198303918 0.00053136072053783614 0.0022108422801391278 0.0030835520780206245 0.0021872068612051316 0.0011690434722713119 0.0017706008252856313 0.0024501892737894926 0.00095412338612397586 0.0018986308786770906 0.0021099637552025618 0.00268689861349401 0.0027344770923104153 0.0026097786588471614 0.0023898420606474407 0.0017748738151215904 0.0021091045013116082 0.002170029908705746
leaf_weight=63 80 54 55 86 89 95 63 59 53 93 61 74 67 63 54 54 81 68 58 73 232 54 88 98 868 56 68 73
leaf_count=63 80 54 55 86 89 95 63 59 53 93 61 74 67 63 54 54 81 68 58 73 232 54 88 98 868 56 68 73
internal_value=0 0.00130073 0.00185571 0.00160235 0.00231431 0.000958093 0.00121659 0.00156065 0.000690127 0.00205124 0.00186858 0.000896369 0.00236982 0.00239514 0.00267565 0.000827591 0.00205318 0.00236443 0.00123105 0.0021668 0.00239575 0.00243738 0.00237978 0.0022585 0.0024216 0.00201264 0.00231308 0.00230539
internal_weight=0 731 279 199 2249 452 230 122 222 392 231 169 1857 1734 171 108 170 1563 113 214 1349 108 1286 330 956 123 161 141
internal_count=2980 731 279 199 2249 452 230 122 222 392 231 169 1857 1734 171 108 170 1563 113 214 1349 108 1286 330 956 123 161 141
is_linear=0
shrinkage=0.0032998


Tree=3137
num_leaves=30
num_cat=0
split_feature=1 12 2 2 47 4 11 12 156 0 51 16 0 16 16 2 1212 4 16 16 4 0 4 1 156 12 16 475 51
split_gain=90.7484 19.5787 18.686 7.16537 3.2545 3.23692 4.19503 2.74643 2.24678 2.27405 1.73399 2.38864 1.65936 2.95133 1.95003 1.55078 1.56798 1.53077 1.51894 1.45467 1.4439 1.32386 1.56407 1.28984 1.27964 0.786959 0.641636 0.572094 0.242806
threshold=0.10290000000000001 0.086085000000000009 0.11504500000000002 0.097005000000000022 0.10409500000000001 0.10686000000000001 1.0000000180025095e-35 0.11878500000000002 0.088675000000000018 -0.0088049999999999986 0.090380000000000016 -0.40885499999999991 -0.076204999999999981 0.067035000000000011 -0.052039999999999996 0.088005000000000014 0.091255000000000017 -0.040394999999999993 -0.11807499999999999 -0.0070549999999999996 0.0060300000000000015 -0.028049999999999995 -0.008454999999999999 0.13074500000000003 0.087610000000000007 0.095175000000000023 -0.077189999999999995 -0.084144999999999984 -0.0010099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 17 5 8 6 12 18 9 10 11 23 15 14 26 16 24 -3 -5 -19 27 22 25 -2 -1 -20 -14 -17 -24
right_child=1 2 -4 7 -6 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 20 -18 19 21 -21 -22 -23 28 -25 -26 -27 -28 -29 -30
leaf_value=0.002529259218486085 0.0010571846580557864 0.002664945051375679 0.00018958980738158104 0.0024723968741951993 0.0012339091302719773 0.0016732746755673549 0.0031521918052537933 0.0013835680081771395 0.0010815552575363348 -0.00012114099144136894 0.001013661753428497 -1.8313847707541419e-05 0.0018923319742771892 0.0027144845818837748 0.0014034137495476042 0.0026874844169870607 0.0020859845078834496 0.0023479112720626535 0.0025973035973968946 0.0016582955963847681 0.0018503724733739207 0.0015960781025662564 0.0019987981316742565 0.00033874920187770678 0.0029799613769869453 0.0021131092483968458 0.0023789257061171314 0.0023200752391659852 0.001722398608963955
leaf_weight=787 53 58 63 84 69 59 84 69 54 76 57 89 53 71 52 53 78 70 63 60 66 73 62 52 73 83 64 325 80
leaf_count=787 53 58 63 84 69 59 84 69 54 76 57 89 53 71 52 53 78 70 63 60 66 73 62 52 73 83 64 325 80
internal_value=0 0.000991015 0.001715 0.00232213 0.000587113 0.00242011 0.00244592 0.00198561 0.000469885 0.00036877 0.000517247 0.000371216 0.00240932 0.00215981 0.00192658 0.00245263 0.00252755 0.002226 0.00207888 0.00202989 0.00229427 0.00198722 0.00208625 0.000701717 0.00256756 0.00232228 0.0021588 0.00237168 0.00184332
internal_weight=0 701 251 2279 450 1765 1706 514 381 327 251 194 1622 240 169 1382 938 188 445 130 444 361 288 105 860 146 117 378 142
internal_count=2980 701 251 2279 450 1765 1706 514 381 327 251 194 1622 240 169 1382 938 188 445 130 444 361 288 105 860 146 117 378 142
is_linear=0
shrinkage=0.0032351


Tree=3138
num_leaves=24
num_cat=0
split_feature=2 2 9 1446 1212 403 3 2 9 3 3 49 158 3 2 48 3 3 3 48 403 49 3
split_gain=2.67612 1.16105 1.12306 0.909931 0.793509 0.771212 0.685909 1.84488 0.829138 0.766984 0.741523 0.631893 0.824198 0.640209 0.591861 0.529969 0.492162 0.516207 0.356468 0.306183 0.235049 0.218615 0.102557
threshold=0.10393500000000001 0.17553000000000005 -1.0000000180025095e-35 0.092380000000000018 0.091255000000000017 -0.083044999999999994 -0.082294999999999993 -0.054704999999999997 1.0000000180025095e-35 -0.077104999999999993 -0.088734999999999994 0.14459000000000002 0.094765000000000002 0.09722500000000002 0.083310000000000009 0.090530000000000013 -0.0096849999999999974 -0.10175499999999998 -0.087044999999999983 0.092105000000000006 -0.070299999999999987 0.095920000000000019 -0.24149499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 -1 4 6 -6 8 -8 10 20 15 12 13 16 -11 -4 17 22 -12 -15 -9 -19 -2
right_child=1 -3 3 -5 5 -7 7 9 -10 14 18 -13 -14 19 -16 -17 -18 21 -20 -21 -22 -23 -24
leaf_value=0.00090046731952525853 0.0041454124352461614 -0.0064680672043322942 0.007787731551857204 0.018958456682882003 -0.002727991695122764 0.0095013134016730238 -0.003576557629500667 0.011391812834753445 0.021540499627550919 0.016142590604344535 0.017950584438086455 -0.0034708880449382576 -0.0034408338876312098 0.0088395498417607916 0.010131504520772419 0.016704692723236415 -0.002227336624769591 0.0099596253982455387 0.012456732423997726 0.016709769925850777 0.0063080810174548909 0.0041061685059931192 -0.00083973600950362271
leaf_weight=89 58 63 368 81 63 79 74 77 59 166 104 52 57 98 345 52 52 180 370 52 329 58 54
leaf_count=89 58 63 368 81 63 79 74 77 59 166 104 52 57 98 345 52 52 180 370 52 329 58 54
internal_value=0 0.00422701 0.00999407 0.0103671 0.0100331 0.00406943 0.0104683 0.00894517 0.0120512 0.00995661 0.011424 0.0052477 0.00599359 0.00696939 0.0120859 0.00889383 0.00524915 0.00636246 0.013664 0.0115738 0.00727441 0.00853685 0.001734
internal_weight=0 724 2256 2167 2086 142 1944 991 953 917 894 661 609 552 511 420 402 350 474 150 406 238 112
internal_count=2980 724 2256 2167 2086 142 1944 991 953 917 894 661 609 552 511 420 402 350 474 150 406 238 112
is_linear=0
shrinkage=0.0824996


Tree=3139
num_leaves=17
num_cat=0
split_feature=2 160 4 1428 2 4 2 52 4 160 1212 15 49 15 4 15
split_gain=1.86888 1.21737 0.844651 0.544482 0.650117 1.16154 1.7753 1.06698 0.948409 1.07042 0.557217 0.494639 0.418547 0.632717 0.697704 0.202625
threshold=0.13554000000000002 -0.54913999999999985 0.6214050000000001 0.087375000000000022 0.10393500000000001 0.40736500000000003 -0.0098549999999999974 0.089455000000000021 -0.111135 0.019875 0.043065000000000006 -0.040504999999999992 0.11151500000000002 -0.41956999999999994 0.067120000000000013 0.0047550000000000005
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 11 8 -6 -10 -8 -3 13 -2 -15 -9
right_child=12 2 -4 -5 7 -7 10 15 9 -11 -12 -13 -14 14 -16 -17
leaf_value=0.017617161035403658 0.0045050414622103607 -0.0072647036699493702 -0.0027177760648304651 0.014270217507005701 0.011545611405787935 0.018215835801821442 0.0082588034009063449 0.007456385616284064 -0.0021058824621231825 0.0088228726874524325 0.0044914472880042584 0.0024041191888173538 0.0057116161227502068 0.00035600975593393195 -0.011890700192440646 0.013902085020296998
leaf_weight=63 55 52 52 60 53 57 1683 58 222 68 265 75 52 56 52 57
leaf_count=63 55 52 52 60 53 57 1683 58 222 68 265 75 52 56 52 57
internal_value=0 0.00713546 0.00689077 0.00707962 0.00691273 0.00747292 0.00717743 0.00430324 0.00217017 0.000453917 0.00774672 -0.00154836 -0.000237942 -0.00214095 -0.00553302 0.0106583
internal_weight=0 2765 2702 2650 2590 2132 2075 458 343 290 1948 127 215 163 108 115
internal_count=2980 2765 2702 2650 2590 2132 2075 458 343 290 1948 127 215 163 108 115
is_linear=0
shrinkage=0.0762168


Tree=3140
num_leaves=18
num_cat=0
split_feature=39 14 0 14 0 49 1456 49 15 1429 52 1454 52 156 52 2 15
split_gain=1.68636 1.01032 1.36761 2.90572 0.914336 1.08753 0.77931 0.72369 0.934624 0.557914 0.660887 0.65559 0.712122 0.464641 0.433536 0.362482 0.198685
threshold=0.091635000000000008 -0.13131999999999996 -0.12259499999999998 0.018455000000000003 -0.14259999999999998 -0.028049999999999995 -0.0083149999999999977 0.083250000000000005 0.089125000000000024 0.092495000000000008 -0.53385999999999989 0.085700000000000012 -0.24334999999999998 0.10203000000000002 -0.069499999999999992 0.11218000000000002 -0.14051999999999998
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 8 -4 10 13 12 -12 -8 -2 -7 -16
right_child=14 2 6 -5 -6 15 9 -9 -10 -11 11 -13 -14 -15 16 -17 -18
leaf_value=0.014184698154228554 0.003616931505923641 0.0065337984652388548 -0.0060082963841037564 0.014770611444329538 -0.010871183244289626 -0.0094872669043564936 0.017853460945073087 0.0083348849976795942 0.0070146933659446927 -0.0010293428806298808 -0.00011185485217381582 0.01537686438896568 0.0068688588686628745 0.0082848962682565089 -0.0017347944151177431 -0.00065208792938457525 -0.0080843198142596003
leaf_weight=95 67 91 98 79 69 62 61 78 57 56 101 56 1711 74 79 60 55
leaf_count=95 67 91 98 79 69 62 61 78 57 56 101 56 1711 74 79 60 55
internal_value=0 0.00598302 0.00568901 0.00105895 -0.0027792 -0.000153804 0.00641789 0.00197917 -0.00121363 0.00691976 0.00714243 0.00674648 0.00647928 0.0126149 -0.00168832 -0.00514917 -0.00434739
internal_weight=0 2748 2653 361 282 213 2292 233 155 2059 2003 1868 1812 135 201 122 134
internal_count=2949 2748 2653 361 282 213 2292 233 155 2059 2003 1868 1812 135 201 122 134
is_linear=0
shrinkage=0.0808819


Tree=3141
num_leaves=25
num_cat=0
split_feature=4 3 3 0 40 12 16 0 12 3 12 0 160 48 12 0 3 3 0 0 157 4 15 3
split_gain=74.1725 20.2581 6.44326 4.95036 2.91559 2.47798 2.47796 3.68853 2.23228 2.21871 1.88849 1.77891 1.73056 1.60021 1.35263 1.32677 1.31547 1.29676 1.26685 1.19399 1.1582 0.805731 0.733158 0.438435
threshold=0.31392000000000003 -0.066229999999999997 0.28833000000000003 -0.14259999999999998 -0.034699999999999988 0.080635000000000012 -0.052039999999999996 -0.10934999999999999 0.090285000000000018 -0.11749 0.023990000000000004 -0.10185499999999999 0.07827000000000002 0.086410000000000015 -0.10063999999999999 -0.073664999999999994 -0.16100499999999998 -0.0091399999999999988 -0.17127999999999996 -0.081864999999999979 -0.061169999999999995 0.08920500000000002 0.090650000000000022 0.090170000000000014
decision_type=2 2 2 2 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 13 -5 12 -8 11 -2 23 -7 17 -3 -11 22 -10 -6 -16 -20 -18 -22 -13 -9
right_child=9 2 -4 5 6 8 7 10 16 14 -12 15 -14 -15 18 -17 20 -19 19 -21 21 -23 -24 -25
leaf_value=0.0032590861916335498 0.0010439210446195023 0.001815823437251665 0.00079578787128866053 0.0016806611400626691 0.0021995614363949987 0.0019346463083336608 0.0011204683648697229 0.0020924226868947256 0.0027881596519407658 0.00090845937755178717 0.0016228573414978058 0.0024931329398984402 0.0018342411200837352 0.001196043218658125 0.0007241474434486752 0.0030585878628632485 0.0018052764658513648 0.0029018830816069131 -0.00019268355862916314 0.00043068592672543038 0.0023243809513784791 0.0019383842162863194 0.0028379687095451342 0.00251506913646958
leaf_weight=75 90 96 68 52 57 54 63 52 54 52 70 808 53 87 56 54 59 59 64 70 656 66 75 59
leaf_count=75 90 96 68 52 57 54 63 52 54 52 70 808 53 87 56 54 59 59 64 70 656 66 75 59
internal_value=0 0.00225713 0.00175902 0.00242646 0.00186886 0.00239319 0.00202275 0.00180939 0.00241346 0.000601301 0.00204898 0.00251972 0.0023306 0.00152137 0.000436544 0.0025534 0.00228731 0.00255708 0.000307203 0.000132694 0.00225264 0.00228914 0.00252246 0.00231739
internal_weight=0 2617 664 1953 596 1878 413 244 1826 332 181 991 169 183 242 937 835 116 190 134 781 722 883 111
internal_count=2949 2617 664 1953 596 1878 413 244 1826 332 181 991 169 183 242 937 835 116 190 134 781 722 883 111
is_linear=0
shrinkage=0.0032998


Tree=3142
num_leaves=21
num_cat=0
split_feature=4 14 16 4 3 1 131 3 481 3 1 12 51 3 16 3 4 133 12 131
split_gain=1.32054 1.11271 0.877621 1.05125 0.830232 1.59843 0.935281 0.791951 0.752317 0.800365 0.924949 0.964139 0.906911 0.720855 0.576868 0.434533 0.432967 0.146241 0.143529 0.112597
threshold=0.31392000000000003 -0.10523499999999998 -0.53342999999999996 0.50779500000000011 -0.14186499999999996 0.079805000000000015 0.08518000000000002 -0.23936999999999997 0.063455000000000011 -0.11266 0.10359500000000001 -1.0000000180025095e-35 -0.17370999999999998 0.09722500000000002 0.0054050000000000009 -0.076594999999999983 -0.010909999999999998 -0.0036349999999999998 0.088435000000000014 0.11000000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 -1 8 -7 9 -6 12 -12 -11 -14 17 -16 -13 -8 -19 -20
right_child=1 2 3 -5 6 7 14 -9 -10 10 11 16 13 -15 15 -17 -18 18 19 -21
leaf_value=0.00052501453884254163 0.0091667357773388934 0.0038207879335804694 -0.018040447304754112 -0.0013290869428967034 -0.0053959994286141401 0.010590249137850838 0.017435423041874856 0.024682293847592029 0.016091100976184769 0.01493786434710935 -0.0077330056730172177 0.010041088732975082 0.0061391941814241367 -0.0037017815010980514 0.010476593457018039 0.00026953097841800875 -0.00011972701950018792 0.0089581533360418488 0.016628180747422384 0.010745491617621039
leaf_weight=66 93 100 52 87 60 65 53 74 56 98 87 68 1499 67 77 68 77 85 65 52
leaf_count=66 93 100 52 87 60 65 53 74 56 98 87 68 1499 67 77 68 77 85 65 52
internal_value=0 0.000541746 -0.00281027 -0.00758795 0.0067651 0.0124463 0.00628184 0.0180996 0.00546506 0.00516033 0.00549491 0 0.00626114 0.00571752 0.0103878 0.00569667 0.00463851 0.0130513 0.0118962 0.0140221
internal_weight=0 332 239 139 2617 205 2412 139 2012 1956 1896 232 1664 1566 400 145 145 255 202 117
internal_count=2949 332 239 139 2617 205 2412 139 2012 1956 1896 232 1664 1566 400 145 145 255 202 117
is_linear=0
shrinkage=0.0929079


Tree=3143
num_leaves=32
num_cat=0
split_feature=1 12 4 12 12 1 1 1 15 4 4 12 1 15 4 1 4 12 133 4 1456 1212 457 159 133 4 1 15 2 1213 1
split_gain=103.767 20.6837 12.6097 7.69524 4.40714 4.11214 3.34456 3.11833 2.63271 2.26647 2.50681 1.9431 1.88934 1.96984 1.64602 1.21601 0.996445 0.919783 0.873682 0.691869 0.521644 0.628758 0.638158 0.482753 0.443113 0.44007 0.385702 0.373386 0.496327 0.439259 0.127674
threshold=0.10557500000000002 0.085075000000000026 0.40318000000000004 0.056995000000000011 0.090285000000000018 0.122075 0.12040000000000002 0.09258000000000001 -0.072289999999999979 0.058025000000000007 -0.15615999999999999 -1.0000000180025095e-35 0.079225000000000004 -0.037394999999999991 -0.082199999999999981 0.086215000000000014 -0.089119999999999991 -0.082039999999999988 0.031880000000000012 0.51292000000000015 -0.15322999999999998 0.083355000000000026 0.067035000000000011 -0.092444999999999986 0.062925000000000009 -0.082274999999999987 0.11287500000000002 -0.078064999999999982 0.094155000000000016 -0.071164999999999992 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 5 7 16 26 17 12 19 10 -6 -9 13 -1 24 -14 -5 -2 -11 -8 -18 22 23 -22 -12 -23 -3 28 -16 -29 -19
right_child=1 2 -4 4 9 -7 8 11 -10 18 14 -13 15 -15 27 -17 20 30 -20 -21 21 25 -24 -25 -26 -27 -28 29 -30 -31 -32
leaf_value=0.0020806755046822345 0.00026528280353874247 0.002503575382577537 0.00030728087296179703 0.0027241240349205661 0.0015591424574820248 0.0011956307260210229 3.2086896065314878e-06 0.00099733165221499768 0.00062223565190412655 0.0013823091217908185 0.0027918904635981946 0.0017713372759886727 0.002556056185139871 0.0011960642218374904 0.0020915097310237486 0.0019369073405373037 0.0020486928155277408 0.00087077622604456444 0.001952620173288674 -0.00040240431631739348 0.0021456273423751571 0.0023688026832728712 0.0021087634324844433 0.0024750412834532972 0.0023675786271765043 0.0020114387791281855 0.0021198230050892093 0.0023808272227018256 0.0025139465032034225 0.0020601332241368311 0.00065648226807073402
leaf_weight=54 57 52 69 90 69 52 99 73 57 59 53 64 63 52 60 72 53 61 55 79 52 74 64 645 54 75 63 52 60 407 60
leaf_count=54 57 52 69 90 69 52 99 73 57 59 53 64 63 52 60 72 53 61 55 79 52 74 64 645 54 75 63 52 60 407 60
internal_value=0 0.000707202 0.00147124 0.00217206 0.0022551 0.00195196 0.000270523 0.00174969 1.70006e-05 0.00208427 0.00214863 0.00135916 0.00197155 0.00164704 0.00220787 0.0022261 0.00239605 0.000605036 0.00165776 -0.000176617 0.00236536 0.00238376 0.00242182 0.00245051 0.00257807 0.00218915 0.00229365 0.00213939 0.00230302 0.00209654 0.0007648
internal_weight=0 649 236 2300 1922 167 413 378 235 869 755 137 241 106 686 135 1053 178 114 178 963 910 761 697 107 149 115 579 120 459 121
internal_count=2949 649 236 2300 1922 167 413 378 235 869 755 137 241 106 686 135 1053 178 114 178 963 910 761 697 107 149 115 579 120 459 121
is_linear=0
shrinkage=0.0032351


Tree=3144
num_leaves=31
num_cat=0
split_feature=1 3 15 1 15 2 15 2 2 2 2 12 12 14 3 42 3 160 42 131 160 12 2 133 159 3 2 2 133 15
split_gain=96.2856 23.6134 8.03214 6.23627 5.58196 5.31257 5.07076 3.45355 4.75025 2.95274 2.46729 2.40811 2.24891 2.20919 2.00278 1.95959 1.73563 1.47254 1.96409 1.46665 1.34703 1.2427 0.894469 0.810474 0.767405 0.626042 0.439109 0.394263 0.325345 0.306995
threshold=0.10378000000000001 -0.053364999999999996 -0.24211499999999997 0.095920000000000019 -0.013439999999999999 0.092155000000000015 -0.52850999999999992 0.14561000000000004 -1.0000000180025095e-35 0.10584500000000001 0.10523 -1.0000000180025095e-35 0.11619500000000001 0.076450000000000004 -0.12077499999999998 0.078120000000000009 -0.083934999999999996 0.0044600000000000013 0.083595000000000017 0.092000000000000012 0.0088350000000000008 0.091065000000000021 0.087815000000000018 0.087525000000000006 -0.071954999999999977 -0.069909999999999986 0.088435000000000014 0.10325000000000002 0.085895000000000013 -0.074729999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -3 8 -8 -10 19 -11 15 14 -1 20 -17 22 -19 -4 21 -7 23 -16 -18 -26 -24 -23 -20 -13
right_child=1 6 10 4 -6 12 7 -9 9 11 -12 29 -14 -15 17 16 24 18 28 -21 -22 27 26 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0019298668718705282 0.00074424667137459172 -0.00038213978952048348 0.0026524223066204718 0.0012370641679215223 0.0023808748159711152 0.0016076663931596064 3.7979364295220424e-05 2.2335669406728178e-05 0.0017135480358099649 0.00039727960677688568 0.0016131148493160356 0.0009789759447445031 0.001665485897861665 0.0031203312229001151 0.0026966095887387322 0.0029751398883166753 0.0026706615856633181 0.0018437756382440201 0.002372555721016413 0.0019454845248625628 0.0024279922486653751 0.0022817152457621256 0.0021990595280655572 0.002438506483020362 0.0023475207018097996 0.0019289205660523851 0.0025051239690601131 0.0019195064938220296 0.0027324797886464675 0.0013266960115963621
leaf_weight=58 62 55 73 90 89 77 64 70 52 76 76 56 74 68 660 54 56 69 59 54 82 76 67 162 145 52 211 57 52 53
leaf_count=58 62 55 73 90 89 77 64 70 52 76 76 56 74 68 660 54 56 69 59 54 82 76 67 162 145 52 211 57 52 53
internal_value=0 0.00100595 0.00176425 0.00238613 0.00180597 0.00243606 0.000534155 0.000670087 0.000820612 0.00103181 0.00207561 0.000839999 0.00219932 0.00254936 0.00252032 0.00226521 0.0024463 0.00254704 0.00227422 0.00235211 0.0020747 0.00193658 0.00259166 0.00264578 0.00233328 0.0022372 0.00243148 0.00212674 0.00254148 0.00114837
internal_weight=0 691 265 2258 179 2079 426 371 301 237 203 185 673 1406 1338 599 307 1280 180 127 292 210 1100 822 253 197 278 133 111 109
internal_count=2949 691 265 2258 179 2079 426 371 301 237 203 185 673 1406 1338 599 307 1280 180 127 292 210 1100 822 253 197 278 133 111 109
is_linear=0
shrinkage=0.0032351


Tree=3145
num_leaves=25
num_cat=0
split_feature=1 11 4 4 1 3 4 15 16 3 3 3 16 15 1 4 1 3 3 15 133 151 1429 402
split_gain=1.10446 1.75347 1.56747 1.17832 1.01178 0.869862 1.06865 0.767121 1.42289 0.716648 0.713382 0.717824 1.20869 0.672246 0.639666 0.758605 0.605394 1.00035 0.603576 0.519471 0.453206 0.575852 0.410271 0.411208
threshold=0.095920000000000019 0.079225000000000004 -0.46195999999999998 -0.15504999999999997 0.15314500000000003 -0.049204999999999992 0.41939500000000002 -0.047859999999999993 -0.0046349999999999994 0.3148450000000001 -0.016294999999999994 -0.073614999999999986 -0.075724999999999987 -0.41343999999999997 0.087960000000000024 0.010535000000000001 0.10024500000000001 -0.12077499999999998 -0.078934999999999991 0.10189000000000002 0.084675000000000014 -0.03268999999999999 0.086185000000000012 0.0038750000000000004
decision_type=2 2 2 2 2 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 9 -9 13 11 22 -13 -7 15 -12 -2 -18 -19 -14 21 -15 23 -5
right_child=4 -3 3 10 -6 7 -8 8 -10 -11 14 12 19 20 -16 -17 17 18 -20 -21 -22 -23 -24 -25
leaf_value=0.017841649681654824 -7.5559117788086133e-06 -0.0053062751118753033 -0.0043863441748469741 0.0058658431093231008 0.01330034322558995 -0.001677551628593567 -0.0045564609948144331 0.0036529919321303091 -0.013772186110375768 -0.0060343208438532444 0.0014676172021289623 0.0093215552626131834 -0.0062837501324166213 0.0031509214646054011 0.017312832167563023 0.013620247174025976 0.015424575172406387 -0.00092164576816563355 0.0092014804929295441 0.0030310937030150033 0.00015572662761496325 0.01330246933418117 0.012552803661805141 0.009242550229353939
leaf_weight=71 55 73 58 1161 52 96 54 52 57 55 57 85 79 61 64 63 85 59 81 62 52 70 68 257
leaf_count=71 55 73 58 1161 52 96 54 52 57 55 57 85 79 61 64 63 85 59 81 62 52 70 68 257
internal_value=0 0.00629258 0.00671111 0.00630626 0.00300443 0.00231434 0.00525132 9.81607e-05 -0.00545179 0.00191181 0.00663378 0.00614805 0.0021409 0.00348117 0.0111488 0.00785453 0.00714572 0.00889792 0.00492949 -0.00218209 0.00619183 0.00858162 0.00675693 0.00647842
internal_weight=0 2098 2025 1954 829 777 334 443 109 334 1896 1712 226 279 184 120 280 225 140 141 183 131 1486 1418
internal_count=2927 2098 2025 1954 829 777 334 443 109 334 1896 1712 226 279 184 120 280 225 140 141 183 131 1486 1418
is_linear=0
shrinkage=0.0762168


Tree=3146
num_leaves=15
num_cat=0
split_feature=1455 39 1455 448 16 4 14 13 13 133 4 3 3 42
split_gain=1.07944 1.01467 0.602992 0.56328 0.693468 0.797767 1.06076 1.00234 1.06025 0.448641 0.438236 0.410339 0.438896 0.167181
threshold=0.10806 0.099350000000000008 -0.10311999999999999 -0.066719999999999988 -0.47730499999999992 0.27420500000000009 -1.0000000180025095e-35 0.15415000000000004 0.032645000000000007 0.047685000000000005 0.097095000000000015 -0.086064999999999989 0.10856000000000002 0.086855000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 11 7 -7 8 -6 -9 -3 -5 13 -13
right_child=-2 10 3 4 5 6 -8 9 -10 -11 -12 12 -14 -15
leaf_value=0.012633598618673521 0.015243675812859556 -0.0076263860208436651 -0.0014058497715656038 0.0028868389256498936 0.0047459816903007374 0.0044443823074909496 -0.0097263849954973523 0.015533861956037358 -0.00099132314129066483 0.0063958935605248277 0.0013257255822422753 0.016731436060750057 0.0052990602736440852 0.010550315871547906
leaf_weight=53 53 53 93 52 1925 71 54 66 207 60 79 52 57 52
leaf_count=53 53 53 93 52 1925 71 54 66 207 60 79 52 57 52
internal_value=0 0.0042604 0.00457471 0.00441556 0.00462443 0.00425134 -0.00167088 0.00457955 0.00418855 0.0111889 -0.00226252 0.00879462 0.0106977 0.0136487
internal_weight=0 2874 2742 2689 2596 2383 125 2258 2132 126 132 213 161 104
internal_count=2927 2874 2742 2689 2596 2383 125 2258 2132 126 132 213 161 104
is_linear=0
shrinkage=0.0762168


Tree=3147
num_leaves=29
num_cat=0
split_feature=1452 1 3 13 448 2 2 13 3 2 12 2 16 1 47 2 160 16 16 3 3 50 16 16 50 2 130 12
split_gain=0.828859 0.710008 0.956859 0.855619 1.13377 0.920641 0.693164 0.723744 1.69504 0.651747 0.908591 0.717744 0.639351 1.06996 0.599569 0.419311 0.50558 1.11645 0.671699 0.379777 0.375301 0.269857 0.259779 0.251926 0.243208 0.179678 0.121112 0.0739442
threshold=0.10204000000000001 0.090540000000000023 0.41720500000000005 -0.17030499999999998 -0.051724999999999993 -0.069044999999999981 0.084745000000000015 0.00085500000000000018 -0.12711499999999995 0.10605000000000002 0.096990000000000007 0.098290000000000002 0.51041000000000014 0.10442000000000001 0.080075000000000021 0.084360000000000004 -0.012189999999999998 -0.013819999999999997 -0.011694999999999999 -0.098469999999999988 -0.06656999999999999 0.082725000000000007 0.63086500000000012 0.31625000000000009 0.090865000000000015 0.083400000000000016 0.090415000000000009 0.10184000000000001
decision_type=2 2 2 2 2 2 2 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 -6 15 9 -9 10 11 14 13 -7 -8 16 17 -1 21 -10 26 25 -14 27 -23 -18 -21 -11
right_child=-2 2 -4 4 5 12 7 8 19 23 -12 -13 22 -15 -16 -17 18 -19 -20 20 -22 24 -24 -25 -26 -27 -28 -29
leaf_value=0.0096721810456859899 0.013965086038158101 -0.006144060124510165 0.012723041227028303 -0.0085083516650475456 0.012832964711431659 0.0049696837583552813 0.0033984688011498344 -0.012377667282748351 0.0091084975414459854 0.0094193494711094037 -0.0044491312900941642 0.013256164355645868 0.011758268848975463 -0.0016353170530373664 0.011575781026800284 0.013290031889016628 -0.00026346372710405288 -0.0067022239782733679 0.015211915871933438 0.0018344957609604988 0.0072384028962857302 0.012864155120336283 0.0038601591697979363 0.01418896364170652 0.0050408984570227992 0.0062425133862771343 -0.0027796079493281 0.0051512766511574741
leaf_weight=56 53 88 52 60 58 288 718 56 55 55 77 60 57 362 64 68 52 53 68 71 55 52 53 52 53 59 78 54
leaf_count=56 53 88 52 60 58 288 718 56 55 55 77 60 57 362 64 68 52 53 68 71 55 52 53 52 53 59 78 54
internal_value=0 0.00375113 0.00203309 0.00145676 0.00221955 0.0030075 0.004693 0.00379318 0.000378952 0.0047882 0.00395495 0.00472452 0.00225652 0.00128988 0.00406882 0.00741401 0.0063951 0.00170239 0.00819313 0.00314047 0.00152722 0.00597952 0.00796067 0.00953905 0.0089235 0.00318689 -0.000575146 0.00731281
internal_weight=0 2874 1018 966 878 818 1856 1395 315 1080 919 842 760 650 782 461 393 109 284 259 204 216 110 161 105 111 149 109
internal_count=2927 2874 1018 966 878 818 1856 1395 315 1080 919 842 760 650 782 461 393 109 284 259 204 216 110 161 105 111 149 109
is_linear=0
shrinkage=0.0808819


Tree=3148
num_leaves=16
num_cat=0
split_feature=34 4 4 456 50 457 1374 50 16 1446 158 16 43 15 48
split_gain=0.542881 0.657138 1.15925 0.556824 0.872835 0.705477 0.616495 0.575675 0.960362 0.807416 0.821772 0.606976 0.455973 0.501015 0.389303
threshold=-0.083659999999999998 0.31392000000000003 0.51973500000000017 0.084770000000000012 0.10732000000000001 0.094845000000000013 0.086000000000000007 1.0000000180025095e-35 0.033280000000000011 0.094095000000000012 0.08673500000000002 -0.083614999999999981 -0.055679999999999993 -0.19631499999999999 0.088965000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 12 5 14 6 7 9 11 10 -2 -9 -3 -14 -5
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11 -12 -13 13 -15 -16
leaf_value=0.0099629776283742932 0.0022563936321058405 -0.0096621159752369578 0.0084068513923009954 0.017250204041632779 -0.00053636186654937019 -0.0059766116524868976 0.011730774370402024 0.0083199311041954258 0.016395963719843084 -0.0072587605552217665 0.0079534909167508182 0.0019396568851723273 0.0023867155756920485 -0.0073028519781075203 0.0073922686387097886
leaf_weight=82 1555 61 73 56 52 55 60 170 52 55 194 253 97 58 54
leaf_count=82 1555 61 73 56 52 55 60 170 52 55 194 253 97 58 54
internal_value=0 0.00314881 -0.000577378 0.00357046 0.00825496 0.0032531 0.00347051 0.00325265 0.00580942 0.00257896 0.00288882 0.00450592 -0.00361779 -0.00123338 0.0124189
internal_weight=0 2845 289 2556 162 2394 2339 2279 475 1804 1749 423 216 155 110
internal_count=2927 2845 289 2556 162 2394 2339 2279 475 1804 1749 423 216 155 110
is_linear=0
shrinkage=0.0824996


Tree=3149
num_leaves=27
num_cat=0
split_feature=1 3 1 47 0 1 16 49 13 3 14 3 1 12 3 13 12 16 0 1210 13 49 12 13 3 13
split_gain=59.265 9.12 4.75372 3.20931 2.92775 4.26326 2.9157 2.39279 1.77576 1.79639 1.41275 1.39396 1.30648 1.28562 1.12002 1.1842 1.08072 0.977451 2.04426 0.892613 0.962104 0.705522 0.506525 0.417411 0.309767 0.279798
threshold=0.10442000000000001 -0.049204999999999992 0.121715 0.09023500000000001 -0.074249999999999997 0.096315000000000026 -0.075274999999999995 -0.038669999999999989 -0.064654999999999976 -0.115685 0.073890000000000011 0.088880000000000015 0.12000500000000001 0.089765000000000025 -0.081864999999999979 -0.046389999999999994 -0.085124999999999992 0.41221000000000008 -0.070499999999999993 -0.065674999999999983 -0.087894999999999987 0.09721500000000001 0.092165000000000011 0.090235000000000024 0.081495000000000012 -0.073724999999999985
decision_type=2 2 2 2 2 2 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 6 5 10 12 -8 22 -10 11 13 -3 19 -11 -16 -14 18 -2 -1 -21 23 -6 -15 -17 -24
right_child=1 3 -4 -5 8 -7 7 -9 9 14 -12 -13 16 21 15 24 -18 -19 -20 20 -22 -23 25 -25 -26 -27
leaf_value=0.0029650754693205912 0.0024151800609253544 0.0015306147461354833 0.0011726421968452816 0.0016166160924760971 0.0027902615243390648 0.001844379390458118 0.0011037171787279022 0.00022396330831939417 0.0016732763200527708 0.00254616743863213 0.002994683738896864 0.0020361162878774664 0.0012706510655193062 0.0024300790413349805 0.0016808730548528036 0.002139700133828542 0.00065203554858483264 0.0025302620629182866 0.0015418248655773568 0.0024009766469009325 0.0026521063891346234 0.0021250736914481499 0.002246914613282918 0.0027232825919967637 0.0024539770532026042 0.0025740012667810051
leaf_weight=76 58 69 74 86 53 92 52 86 75 87 76 56 61 356 52 98 58 52 55 208 743 73 61 62 53 55
leaf_count=76 58 69 74 86 53 92 52 86 75 87 76 56 61 356 52 98 58 52 55 208 743 73 61 62 53 55
internal_value=0 0.00135202 0.00185495 0.00106018 0.00245909 0.00252349 0.00091329 0.000555715 0.00224893 0.00212139 0.00256134 0.00254039 0.00117558 0.00255897 0.00223716 0.00210456 0.000969431 0.00216075 0.0019904 0.00262447 0.00259722 0.0024219 0.00252417 0.00247365 0.00225024 0.0024023
internal_weight=0 651 239 412 2276 1742 326 138 534 365 1650 1574 188 1518 290 203 119 165 113 1027 951 491 169 418 151 116
internal_count=2927 651 239 412 2276 1742 326 138 534 365 1650 1574 188 1518 290 203 119 165 113 1027 951 491 169 418 151 116
is_linear=0
shrinkage=0.0032351


Tree=3150
num_leaves=23
num_cat=0
split_feature=1 3 3 49 1 0 51 0 3 13 52 1 13 0 9 51 0 3 47 3 52 52
split_gain=47.4328 11.5467 4.54751 3.62922 3.85558 3.34545 3.87656 3.21933 3.20068 2.50634 2.35508 2.34387 1.96071 1.16838 1.06524 0.966574 1.20754 1.28374 0.945346 1.04741 0.880736 0.483061
threshold=0.10359500000000001 -0.036264999999999992 0.3148450000000001 -0.026279999999999998 0.085880000000000026 -0.14164999999999997 0.11178000000000002 -0.098749999999999991 0.090170000000000014 -0.10939499999999998 0.0049050000000000005 0.121715 -0.063549999999999982 -0.21196999999999996 -1.0000000180025095e-35 0.089915000000000009 0.080385000000000012 -0.080234999999999987 0.086785000000000015 -0.16100499999999998 -0.013914999999999999 -0.066844999999999988
decision_type=2 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 8 4 20 10 9 -6 14 -7 -5 18 -8 -10 -3 16 17 -11 19 -2 -1 -16
right_child=1 2 -4 5 7 6 12 -9 13 15 -12 -13 -14 -15 21 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0023920472762759266 0.0019991654201580379 0.00039378583598968412 0.00019851315665051568 0.0029847827567075647 0.00082001281987527299 0.0015907051537730678 0.0019592337862793254 0.0018942390885988911 0.00099211605392076361 0.0022579853124943018 0.0021734306085408718 0.0012257151893096121 0.0010979445012137537 0.0015980615027203946 0.0011248266616614856 0.00256489187716484 0.0017327584081094456 0.0020674516976430801 0.0021548925568443396 0.0013979510686377402 0.0018713134624597258 0.00070534162402264796
leaf_weight=64 57 64 91 82 60 74 55 53 52 1013 65 84 52 85 54 67 61 558 71 61 69 58
leaf_count=64 57 64 91 82 60 74 55 53 52 1013 65 84 52 85 54 67 61 558 71 61 69 58
internal_value=0 0.00116371 0.00082305 0.00212025 0.00175573 0.00216447 0.00212835 0.00132415 0.00100452 0.00216377 0.00262625 0.00166772 0.00154098 0.00136831 0.000721139 0.00218871 0.00217325 0.00219033 0.00186398 0.00168866 0.00212215 0.000907896
internal_weight=0 677 404 2273 246 2027 1880 113 313 1773 147 273 107 137 176 1699 1632 1571 189 118 133 112
internal_count=2950 677 404 2273 246 2027 1880 113 313 1773 147 273 107 137 176 1699 1632 1571 189 118 133 112
is_linear=0
shrinkage=0.00317166


Tree=3151
num_leaves=26
num_cat=0
split_feature=4 12 13 12 51 13 150 34 12 11 52 4 51 41 13 51 14 150 51 4 39 52 4 403 13
split_gain=58.1281 13.5756 5.9347 4.66226 3.77437 3.54831 2.98218 2.88254 2.65419 1.98952 1.83716 2.65034 3.65802 1.62779 2.21922 1.8997 1.51998 1.26982 1.17376 1.33331 0.877488 0.767904 0.570265 0.550527 0.519396
threshold=0.31392000000000003 1.0000000180025095e-35 -0.0015099999999999998 0.13642500000000005 0.093530000000000016 -0.014549999999999999 0.082965000000000025 -0.023104999999999997 0.089505000000000015 0.080455000000000013 0.0035300000000000006 -0.000195 -0.09522499999999999 0.075585000000000013 -0.097709999999999977 -0.085594999999999991 -0.45687499999999998 0.086765000000000023 0.096880000000000008 0.032770000000000001 0.082115000000000007 -0.14198999999999998 0.11023000000000001 -0.5316099999999998 -0.11210999999999999
decision_type=2 2 2 2 2 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 20 10 -2 13 18 11 12 -4 14 -3 -16 -9 24 19 23 -1 -17 -21 -10 -18
right_child=7 3 6 -5 -6 -7 -8 16 9 -11 -12 -13 -14 -15 15 21 17 -19 -20 22 -22 -23 -24 -25 -26
leaf_value=0.0016844377826638662 0.00015697275037484672 0.0019180672064543517 0.0028482632470673399 0.001486644131123524 0.00069567204637193563 0.0010913894389613199 0.0015060106187849644 0.0014648739200134936 0.0027165062548424792 0.0028347475025823602 0.0018677216995081816 0.0031297275455590707 0.0016573488794503109 0.0030849790027437673 0.0030440915144563678 0.0028274267279135967 0.00094790320795155815 0.0012466688188704869 0.001894711560688123 0.0019584917942193549 0.0022511365421076933 0.002487740542580082 0.0023644172362592528 0.0023618366549013801 0.00054028914444792769
leaf_weight=52 59 60 54 57 55 72 62 53 53 79 69 52 59 63 86 83 52 60 77 135 72 683 54 648 101
leaf_count=52 59 60 54 57 55 72 62 53 53 79 69 52 59 63 86 83 52 60 77 135 72 683 54 648 101
internal_value=0 0.00229712 0.00183433 0.00241892 0.00146064 0.00167512 0.00215109 0.000817541 0.0024452 0.00232938 0.00232186 0.00251155 0.00222677 0.00256941 0.00253376 0.00257707 0.000963926 0.000839112 0.00228806 0.00232205 0.00201377 0.00252459 0.00207466 0.0023887 0.000679055
internal_weight=0 2625 547 2078 251 196 296 325 2021 1046 234 165 113 975 912 852 266 213 967 890 124 766 189 701 153
internal_count=2950 2625 547 2078 251 196 296 325 2021 1046 234 165 113 975 912 852 266 213 967 890 124 766 189 701 153
is_linear=0
shrinkage=0.0032998


Tree=3152
num_leaves=29
num_cat=0
split_feature=4 12 3 12 376 3 2 4 2 12 11 12 0 0 159 4 2 0 12 2 51 133 4 12 3 0 4 52
split_gain=60.5445 21.4567 7.04648 6.11004 5.30606 4.27735 3.13822 5.19319 3.77918 3.36546 2.46483 2.28035 1.85901 1.82696 1.46015 1.39653 1.21014 1.15053 1.13594 0.8716 0.845406 0.694108 0.526028 0.476993 0.451488 0.404312 0.307202 0.224842
threshold=0.31392000000000003 0.056995000000000011 0.28833000000000003 0.094545000000000018 0.076485000000000011 -0.11749 0.092250000000000013 -0.021269999999999997 0.078775000000000012 -0.014854999999999998 1.0000000180025095e-35 0.13642500000000005 -0.11167499999999998 -0.11167499999999998 0.091130000000000017 0.020110000000000006 0.096435000000000007 -0.071879999999999986 0.089350000000000013 0.087035000000000015 -0.085594999999999991 -0.14785999999999996 -0.00090499999999999988 0.09358000000000001 -0.074679999999999983 -0.082304999999999975 0.070065000000000016 0.08709500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 6 -2 8 -8 -1 -9 12 15 -3 -7 -15 16 25 -18 20 -10 -14 -22 23 -20 -19 -5 -17 -27
right_child=5 3 -4 11 -6 13 7 9 19 -11 -12 -13 18 14 -16 26 17 24 22 -21 21 -23 -24 -25 -26 27 -28 -29
leaf_value=0.002128533798833513 0.0018055560410420732 0.002295019038961915 0.001066757296548727 0.0030244445830390383 0.0015534619806759427 0.0012908201462584388 0.0026859558621095737 0.0021732913895130762 0.0033656796574096206 0.0011194308566774083 0.0033743175168041983 0.0019146357549239218 0.0032905503619048244 0.00045810566108306274 0.001113488855013396 0.0021769490535143445 0.0020738564974266752 0.002805189872639335 0.0027498411967984012 0.0027781190012615446 0.0032178547689006879 0.0028899397618889532 0.0024951838708010565 0.0030694376300541321 0.002429971901079314 0.0028276367472897007 0.002469502732348174 0.0025888820205144957
leaf_weight=73 82 57 62 71 101 102 91 66 52 57 101 57 70 82 59 79 52 73 309 52 74 684 70 58 62 111 73 70
leaf_count=73 82 57 62 71 101 102 91 66 52 57 101 57 70 82 59 79 52 73 309 52 74 684 70 58 62 111 73 70
internal_value=0 0.00263012 0.00207546 0.00277848 0.0022025 0.00117871 0.00237007 0.00211091 0.00268321 0.00168519 0.00289489 0.00252278 0.00285824 0.000967045 0.000732584 0.00258137 0.0026726 0.00247778 0.00288359 0.00307223 0.0029532 0.002922 0.00275162 0.00280044 0.00263312 0.00281703 0.00231767 0.00273549
internal_weight=0 2625 554 2071 492 325 391 214 177 123 1423 648 1322 243 141 591 439 187 1265 104 828 758 437 367 135 252 152 181
internal_count=2950 2625 554 2071 492 325 391 214 177 123 1423 648 1322 243 141 591 439 187 1265 104 828 758 437 367 135 252 152 181
is_linear=0
shrinkage=0.00317166


Tree=3153
num_leaves=21
num_cat=0
split_feature=106 2 51 400 481 131 2 482 3 49 401 156 51 133 2 52 52 43 160 13
split_gain=1.4869 1.47806 1.60606 1.32614 1.16802 0.952038 1.51925 1.17489 0.915173 0.808938 0.731608 0.714992 0.987557 0.760436 0.676389 0.514204 0.482131 0.45736 0.410668 0.227232
threshold=0.085650000000000018 0.091235000000000024 0.11178000000000002 -0.014859999999999998 -0.087234999999999993 0.094300000000000009 0.17553000000000005 0.095720000000000013 -0.09738999999999999 0.096505000000000021 0.080710000000000018 0.07881500000000001 -0.085594999999999991 -0.11930499999999998 -0.0098549999999999974 0.087580000000000005 0.008405000000000001 -0.077034999999999978 -0.082244999999999985 0.06301000000000001
decision_type=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 7 9 16 10 -5 13 18 15 -15 -10 19 -11 -13 -6
right_child=-2 3 -4 5 8 -7 -8 -9 11 17 -12 12 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=-0.0033306090661115954 -0.0078476662835253157 -0.0095867359656113225 -0.0052431807246489633 0.0046098684662261606 0.016949698607901614 0.016595153862357933 -0.0095032703668426234 0.019692457259824516 0.01097363701279894 0.017531815003495529 -0.0069646377671132046 0.014581143947666478 0.0071901613441889573 3.7824331573147935e-05 0.0086411992475540593 0.022092333511899088 0.023463456648954027 0.0077036763635232606 0.026091044128036943 0.0091717652755647135
leaf_weight=57 58 54 65 695 80 73 62 56 116 61 55 54 86 95 865 59 67 164 64 64
leaf_count=57 58 54 65 695 80 73 62 56 116 61 55 54 86 95 865 59 67 164 64 64
internal_value=0 0.00777484 0.00964221 0.00521477 0.0102449 0.00590114 0.00518596 0.00607031 0.0107448 0.00528685 0.0037597 0.00981059 0.0150864 0.00886142 0.0077909 0.0147281 0.0166686 0.0103728 0.0208325 0.0135
internal_weight=0 2892 1672 1220 1607 1166 1093 1031 1550 975 750 1339 204 1135 960 175 211 225 118 144
internal_count=2950 2892 1672 1220 1607 1166 1093 1031 1550 975 750 1339 204 1135 960 175 211 225 118 144
is_linear=0
shrinkage=0.0966614


Tree=3154
num_leaves=19
num_cat=0
split_feature=0 4 4 0 1454 0 1 2 30 1 4 51 0 2 2 48 4 1
split_gain=1.77967 1.77375 1.25462 1.62554 1.34132 0.902904 1.14196 1.24648 0.920577 1.05343 0.884412 0.825103 0.731653 0.42525 1.0014 0.417556 1.10579 0.342016
threshold=0.098975000000000021 -0.46195999999999998 -0.086279999999999982 -0.088884999999999978 0.091445000000000012 -0.12851999999999997 0.083065000000000014 0.097845000000000015 0.086220000000000019 0.14533000000000004 0.053925000000000008 -0.085594999999999991 -0.10594499999999998 0.096435000000000007 0.085910000000000014 0.087770000000000015 0.40996000000000005 0.078435000000000019
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 -4 -8 9 10 11 -7 -12 14 17 16 -9 -5
right_child=1 -3 4 13 -6 8 7 15 -10 -11 12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.019705705512023195 0.0041808608716969583 -0.012488156164815046 0.011401664072441394 0.011985004417338357 -0.005989112628284817 0.012298464920175113 -0.0088914768278502213 -0.0089664175484469207 -0.0040418358886819637 0.017101865070285452 0.0091733480143011362 0.0061081453938032484 0.00069126759240998854 0.011934418757998522 -0.0025626079186637455 0.0063972211001453025 0.0068132638352384426 0.0039272013844547501
leaf_weight=82 94 70 61 90 69 151 81 53 57 54 81 1338 305 82 70 100 59 53
leaf_count=82 94 70 61 90 69 151 81 53 57 54 81 1338 305 82 70 100 59 53
internal_value=0 -0.0029288 0.00556794 0.00982385 0.00490155 0.00522304 0.00153044 -0.00052177 0.00588082 0.00617446 0.0058593 0.00673648 0.00247338 0.00707416 0.00519911 0.0026721 -0.000646349 0.00900447
internal_weight=0 164 2786 377 2409 2340 354 293 1986 1929 1875 1489 386 295 213 212 112 143
internal_count=2950 164 2786 377 2409 2340 354 293 1986 1929 1875 1489 386 295 213 212 112 143
is_linear=0
shrinkage=0.079296


Tree=3155
num_leaves=26
num_cat=0
split_feature=4 49 48 400 16 1455 1 4 475 484 15 16 16 1209 43 43 12 16 2 1 484 16 13 4 15
split_gain=1.5202 1.73299 0.929753 0.835792 0.845929 1.35281 0.962366 1.21976 1.02934 0.683636 0.624692 0.594485 0.615292 0.707933 0.607206 0.682247 0.625018 0.529974 0.457611 0.479685 0.388143 0.365281 0.313926 0.210727 0.202777
threshold=-0.060239999999999995 -0.0037949999999999993 0.13419000000000003 -0.0080949999999999998 0.11702000000000001 0.088115000000000013 0.12000500000000001 0.41823000000000005 -0.0095899999999999978 -0.019629999999999998 -0.050004999999999994 -0.085264999999999994 0.30714500000000006 0.091640000000000013 -0.0039049999999999992 -0.16130499999999998 0.091585000000000014 -0.4193599999999999 0.084855000000000014 0.077375000000000013 -0.087884999999999991 -0.082194999999999976 -0.079604999999999995 -0.082689999999999986 -0.076929999999999985
decision_type=2 2 2 2 2 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 7 8 -5 20 22 18 13 14 15 -13 -16 -8 19 -11 -3 -19 -6 -20 -24
right_child=2 9 -4 4 10 -7 17 -9 -10 11 -12 12 -14 -15 16 -17 -18 21 23 -21 -22 -23 24 -25 -26
leaf_value=0.020706259322887412 -0.0061716558053432043 0.0071264937963994059 -0.007825678854893825 -9.1983757355135613e-05 0.0072037644954425399 -0.007025686319001195 -0.0044982950898237945 0.017561528109727033 0.0065576878157048192 0.014587439172142017 -0.0071704842281658868 -0.003740751356403242 0.010530782312098851 0.01135859087479482 -0.0052879971561690551 0.0056718234724401186 0.0038925009174226597 0.008526373244576212 0.0088739164264121564 0.0055927025096132116 0.016324253257092865 -0.0010581275915968608 -0.0041205286439665667 0.002324244861804688 0.0020332266333622346
leaf_weight=56 64 65 55 197 52 68 101 58 804 103 74 63 83 62 122 309 86 55 53 67 61 53 57 92 101
leaf_count=56 64 65 55 197 52 68 101 58 804 103 74 63 83 62 122 309 86 55 53 67 61 53 57 92 101
internal_value=0 0.00652357 0.00272523 0.00307035 0.00343601 0.00430529 0.00491364 0.00592335 0.00524813 0.00584165 -0.000650189 0.00514481 0.00384236 0.00297629 0.00207873 0.00407539 -0.00148798 -0.000198364 0.00813971 0.0110476 0.0115864 0.00381471 0.00164325 0.00472434 -0.000181225
internal_weight=0 1222 1739 1684 1620 1336 1268 1059 1001 1166 284 1040 725 642 580 372 208 209 315 170 126 108 210 145 158
internal_count=2961 1222 1739 1684 1620 1336 1268 1059 1001 1166 284 1040 725 642 580 372 208 209 315 170 126 108 210 145 158
is_linear=0
shrinkage=0.0824996


Tree=3156
num_leaves=23
num_cat=0
split_feature=2 3 9 3 43 2 16 123 2 2 47 0 0 3 0 0 52 3 474 484 0 3
split_gain=69.6003 32.5428 12.8709 8.08501 5.9861 5.13008 4.52242 4.12051 3.06554 2.29456 2.46153 1.81481 1.77642 1.75954 1.42961 1.44586 1.27269 3.58563 1.09379 1.15493 0.514037 0.378707
threshold=0.12681500000000004 -0.024819999999999998 -1.0000000180025095e-35 0.11269500000000002 -0.067269999999999983 0.16730000000000003 -0.50875499999999996 0.084380000000000024 0.08647500000000001 0.097005000000000022 0.11069000000000002 -0.085264999999999994 -0.12368999999999998 -0.14954999999999999 -0.22984499999999997 -0.10462499999999998 -0.10012499999999998 -0.08867499999999999 0.090785000000000018 -0.020824999999999996 -0.070304999999999992 -0.14539499999999997
decision_type=2 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 7 -1 11 -6 10 13 -2 -5 -8 -10 -16 21 -18 19 -15 -19 -11
right_child=5 2 3 12 8 -7 9 -9 14 16 -12 -13 -14 18 15 -17 17 20 -20 -21 -22 -23
leaf_value=0.0026702803876263157 0.0016179551358491309 0.0013206830844223044 0.0022678139926724 0.001766502400420618 0.0037686520510313327 0.00083363633881320862 0.0039953112978985579 0.0010647379765328499 0.0025769028620215317 0.0036573567066197593 0.0029735854995890797 0.0023652268249788905 0.0025375208281992636 0.003747171673226858 0.0036229166654358326 0.0029158253533587909 0.0023974638423659204 0.0031736985014340327 0.0030731291310761859 0.0034973269709195785 0.0035390291746659661 0.0033288371273399709
leaf_weight=78 53 76 86 80 83 75 88 55 55 67 83 97 52 237 52 75 59 103 56 1187 71 93
leaf_count=78 53 76 86 80 83 75 88 55 55 67 83 97 52 237 52 75 59 103 56 1187 71 93
internal_value=0 0.00325376 0.00255908 0.00275387 0.00301076 0.00155845 0.00343674 0.00182346 0.00325174 0.00346597 0.0035191 0.00210142 0.0020705 0.00354795 0.00301581 0.00320562 0.00324269 0.00308876 0.00352133 0.00353893 0.00332297 0.00346662
internal_weight=0 2681 559 483 351 280 2122 205 265 2044 1651 150 132 1568 182 127 393 233 1480 1424 174 160
internal_count=2961 2681 559 483 351 280 2122 205 265 2044 1651 150 132 1568 182 127 393 233 1480 1424 174 160
is_linear=0
shrinkage=0.0032351


Tree=3157
num_leaves=13
num_cat=0
split_feature=3 123 1375 0 48 1453 3 157 15 15 52 15
split_gain=1.40972 0.805546 0.707202 1.30696 1.48205 0.852983 0.968252 0.957846 0.916652 0.844828 0.781839 0.77341
threshold=0.31395500000000004 0.09394000000000001 -0.10702499999999998 -0.16926499999999997 0.083305000000000004 -0.057839999999999996 -0.14539499999999997 -0.13888499999999995 -0.011484999999999999 -0.036279999999999993 -0.12005499999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 8 9 -8 -5 -7 -11 -9
right_child=-2 -3 3 5 -6 6 7 11 -10 10 -12 -13
leaf_value=-0.0038358451896911487 -0.0053911186172424831 -0.0030754999637465034 0.022736319732923945 0.0052943110722983456 0.0053136149601564122 0.0031315100482512096 -0.0055918981540121464 0.004204702489324327 -0.01119547121784986 0.0086706805213138827 0.021466602361360585 0.0077619694290149014
leaf_weight=61 101 86 86 66 83 69 65 1143 52 79 87 983
leaf_count=61 101 86 86 66 83 69 65 1143 52 79 87 983
internal_value=0 0.00577248 0.00604714 0.00626972 0.0141855 0.00574348 0.00611877 0.00551005 -0.00196397 0.0117899 0.015383 0.00584994
internal_weight=0 2860 2774 2713 169 2544 2426 2191 118 235 166 2126
internal_count=2961 2860 2774 2713 169 2544 2426 2191 118 235 166 2126
is_linear=0
shrinkage=0.0929079


Tree=3158
num_leaves=22
num_cat=0
split_feature=2 14 4 3 16 3 51 3 151 16 16 157 16 16 16 4 16 51 1211 4 16
split_gain=1.00553 1.39662 1.01929 1.69108 2.84943 1.15333 0.926708 0.748244 0.713554 0.520732 1.16906 0.537843 0.505886 0.464061 0.801763 1.5359 0.972823 0.37336 0.327969 0.585521 0.325681
threshold=0.13554000000000002 -0.10523499999999998 -0.060239999999999995 0.095880000000000007 -0.094469999999999985 -0.15105999999999997 0.10513500000000002 -0.13827999999999999 0.093155000000000016 0.11702000000000001 -0.0021749999999999994 -0.020159999999999994 -0.14239499999999997 -0.085264999999999994 1.0000000180025095e-35 -0.088484999999999994 0.054560000000000004 -0.031924999999999995 0.077725000000000016 -0.081139999999999976 0.11160500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 5 -5 -4 7 20 9 10 -7 -11 -2 18 15 -15 -16 -14 19 -9 -3
right_child=12 2 3 4 -6 8 -8 13 -10 11 -12 -13 17 14 16 -17 -18 -19 -20 -21 -22
leaf_value=0.016076527159317101 0.0038109162647419069 0.01572599245432952 -0.0085693338771102266 0.0030909897403938965 -0.022140094870969351 0.0033406756527293155 0.017243060793155764 0.0095531814900683201 0.013988941445514417 -0.0066113384572640422 0.011243164716986364 0.0026655516253586147 0.00075987957061883092 -0.011237672926709236 0.018302879643565917 0.0034945043776070171 0.0046411441724962046 -0.008202402381788064 0.013480872213205045 0.00047824831576951044 0.00753923688461726
leaf_weight=76 87 68 54 90 52 820 53 143 53 63 166 171 58 59 52 447 148 83 58 83 77
leaf_count=76 87 68 54 90 52 820 53 143 53 63 166 171 58 59 52 447 148 83 58 83 77
internal_value=0 0.00459959 0.00427097 0.002758 -0.00614211 0.00371108 0.00614102 0.00562179 0.00423273 0.00380814 0.00467204 0.000164011 -0.00133046 0.00477678 0.00359572 0.00177491 0.00819778 -0.00450929 0.00770959 0.00622441 0.0113849
internal_weight=0 2733 2657 1469 142 1327 1188 1135 1273 1220 986 234 228 990 706 506 200 141 284 226 145
internal_count=2961 2733 2657 1469 142 1327 1188 1135 1273 1220 986 234 228 990 706 506 200 141 284 226 145
is_linear=0
shrinkage=0.0858325


Tree=3159
num_leaves=29
num_cat=0
split_feature=1 2 4 2 2 2 4 124 4 159 2 1 160 43 133 15 43 4 159 2 1 4 15 1 47 16 457 159
split_gain=41.8249 11.1073 7.08858 4.79468 5.39032 3.12966 2.0254 1.85794 1.90922 1.90358 1.80855 1.7481 1.54964 1.35866 2.03986 1.07899 1.52052 1.85896 1.20554 1.14446 4.6204 1.13972 1.00113 0.957544 0.838121 0.699191 0.561492 0.528657
threshold=0.098395000000000024 0.14132000000000003 -0.048309999999999992 1.0000000180025095e-35 -1.0000000180025095e-35 0.123795 0.032770000000000001 -0.076779999999999987 -0.078249999999999986 -0.034019999999999988 0.10134000000000001 0.13276500000000002 0.0012900000000000001 -0.12118 0.066685000000000008 -0.18498499999999998 -0.0011349999999999999 0.032770000000000001 0.040460000000000003 0.086115000000000011 0.081005000000000008 -1.0000000180025095e-35 -0.10763999999999999 0.11230000000000001 0.11224000000000002 -0.4193599999999999 -0.081909999999999997 0.0043550000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 10 4 11 7 -5 -1 9 -9 -2 -4 13 14 -11 -10 17 26 -19 21 -21 -18 -3 -8 -6 -25 -17 -15
right_child=1 22 3 6 24 -7 23 8 15 12 -12 -13 -14 27 -16 16 19 18 -20 20 -22 -23 -24 25 -26 -27 -28 -29
leaf_value=0.0015708944937904588 0.0015654206382225563 0.00057283076671976697 0.0013771877239165478 0.00042792452344351709 0.0021656702140877035 0.0014076150791676718 0.0013744635500902421 0.0028420487899658295 0.0025010398550158316 0.0014017110787910212 0.0023131133120461505 0.00056125478303084054 0.00272855575917309 0.0022041436775534643 0.0022586206917025826 0.0019610460126564901 0.0018340281708357025 0.0015382755750196621 0.0021518934227538655 0.001960283986290794 0.00084363140764049619 0.002463130460589442 -9.445919633788475e-06 0.00062140800867730339 0.0016393299823498819 0.0011475089883334303 0.0022238548265895424 0.0025526668858506085
leaf_weight=67 59 77 60 77 83 71 69 57 56 58 89 55 59 495 64 108 75 92 57 182 52 55 55 57 56 54 568 54
leaf_count=67 59 77 60 77 83 71 69 57 56 58 89 55 59 495 64 108 75 92 57 182 52 55 55 57 56 54 568 54
internal_value=0 0.00120399 0.00137902 0.00119467 0.00151637 0.00209047 0.000876574 0.00211355 0.00213143 0.00225909 0.00201528 0.000987265 0.00221352 0.00216818 0.00185153 0.0020507 0.00202946 0.00210815 0.00177325 0.00185102 0.00171229 0.00210046 0.000329949 0.0010683 0.00195387 0.000877666 0.00218192 0.00223849
internal_weight=0 791 659 511 254 2170 257 2099 2032 787 148 115 730 671 122 1245 1189 825 149 364 234 130 132 180 139 111 676 549
internal_count=2961 791 659 511 254 2170 257 2099 2032 787 148 115 730 671 122 1245 1189 825 149 364 234 130 132 180 139 111 676 549
is_linear=0
shrinkage=0.0032998


Tree=3160
num_leaves=12
num_cat=0
split_feature=3 3 1 10 15 15 484 1453 16 3 49
split_gain=2.41688 0.681871 0.739706 0.8564 1.0616 0.70805 0.796957 0.882723 0.851288 0.624793 0.25585
threshold=0.35004500000000011 0.12745000000000004 0.13707500000000003 0.063835000000000017 -0.44792999999999994 -0.14803999999999998 0.087520000000000014 -0.064559999999999992 -0.0098949999999999975 0.17351000000000003 0.089525000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 10 7 -7 -8 -3 -6
right_child=-2 9 -4 -5 5 6 8 -9 -10 -11 -12
leaf_value=-0.0071036457750611693 -0.010744700245637057 0.018643371484254122 -0.004111005876370994 0.016005841360700691 0.014683668999220068 -0.004851815101474915 0.01738365810564467 0.0043217352369067296 0.0052772470087101989 0.0056816451119159929 0.0070905296623378893
leaf_weight=61 82 53 77 53 72 87 75 2112 122 68 71
leaf_count=61 82 53 77 53 72 87 75 2112 122 68 71
internal_value=0 0.00480195 0.00451062 0.00476121 0.00453163 0.00481154 0.00444656 0.00395836 0.00989113 0.011367 0.0109203
internal_weight=0 2851 2730 2653 2600 2539 2396 2199 197 121 143
internal_count=2933 2851 2730 2653 2600 2539 2396 2199 197 121 143
is_linear=0
shrinkage=0.0893002


Tree=3161
num_leaves=16
num_cat=0
split_feature=4 16 1373 151 483 12 483 16 157 34 0 0 12 4 4
split_gain=1.59664 1.3139 0.877547 0.758827 0.634891 1.16236 0.763642 0.624865 0.426345 0.474059 0.516927 0.410557 0.287985 0.234026 0.216176
threshold=0.27258000000000004 -0.39761999999999992 1.0000000180025095e-35 -0.030624999999999996 0.085850000000000024 0.084175000000000014 0.005595000000000001 -0.28430999999999995 -0.14480499999999996 -0.08397499999999998 -0.14755499999999996 -0.12851999999999997 0.088665000000000008 0.19778000000000004 0.55074000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 6 -6 7 13 -9 -10 -11 -5 -7 -1 -13
right_child=1 -3 -4 11 5 12 -8 8 9 10 -12 14 -14 -15 -16
leaf_value=0.016585228255736467 -0.0075040393777015841 -0.012762305013115755 0.016129802725318654 -0.0010660563369150455 0.023034731695477997 0.00074893760981478762 -0.0078458516056717793 -0.0035975918187135351 0.014049871396035819 0.010089894221370533 0.0036637383207736257 0.013774904931284304 0.0092578095659643488 0.007156054039769412 0.0044695242434729214
leaf_weight=57 70 94 73 68 54 71 54 73 52 142 1861 53 103 55 53
leaf_count=57 70 94 73 68 54 71 54 73 52 142 1861 53 103 55 53
internal_value=0 -0.00245703 0.00503617 0.00150855 0.00471463 0.00988068 0.0042007 0.0044916 0.00409777 0.00437166 0.00411986 0.00514059 0.00579209 0.0119646 0.00913255
internal_weight=0 338 2595 244 2522 228 2294 2240 2128 2055 2003 174 174 112 106
internal_count=2933 338 2595 244 2522 228 2294 2240 2128 2055 2003 174 174 112 106
is_linear=0
shrinkage=0.102578


Tree=3162
num_leaves=13
num_cat=0
split_feature=9 39 52 34 2 0 16 1210 133 133 16 402
split_gain=1.51577 0.852079 1.13444 0.577815 0.859062 0.58344 0.626047 0.485298 2.29359 0.435688 1.57439 0.605059
threshold=-0.08577499999999999 0.10096000000000001 -0.06717999999999999 -0.080599999999999991 -0.0098549999999999974 0.048595000000000006 0.18286500000000003 -0.079364999999999977 -0.0059799999999999992 -0.037434999999999989 0.0060400000000000011 0.088545000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 7 -7 8 -6 10 -9 -11
right_child=1 2 -4 4 5 6 -8 9 -10 11 -12 -13
leaf_value=-0.01244061359724692 0.013585090974269482 0.0064745176730593556 -0.012862611608369989 -0.005670311605498312 0.012780712022784718 0.017577925295992829 0.0047409426814182792 0.0033781865192985604 -0.014522968852628451 0.0044279469595036817 -0.014756772241995045 0.014194304958503373
leaf_weight=58 60 52 68 90 54 63 90 442 67 1773 52 64
leaf_count=58 60 52 68 90 54 63 90 442 67 1773 52 64
internal_value=0 0.00365432 -0.00447442 0.00400876 0.00379517 0.0041226 0.0100336 0.00375333 -0.00232916 0.00406952 0.00146711 0.00476877
internal_weight=0 2875 120 2755 2695 2605 153 2452 121 2331 494 1837
internal_count=2933 2875 120 2755 2695 2605 153 2452 121 2331 494 1837
is_linear=0
shrinkage=0.0985946


Tree=3163
num_leaves=10
num_cat=0
split_feature=3 3 39 3 3 48 49 49 49
split_gain=1.28826 0.683744 0.687135 0.505076 0.536507 0.534993 0.605952 0.481591 0.909925
threshold=0.3148450000000001 0.12955000000000003 0.10096000000000001 -0.23394499999999999 -0.15963499999999997 0.10690000000000001 0.016520000000000003 -0.096394999999999995 -0.020454999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 -6 -9
right_child=-2 -3 -4 4 5 6 -8 8 -10
leaf_value=0.0088798367310624956 -0.0073088060022881039 0.0097959198936302047 -0.0043783679018008477 -0.0056220558887875574 0.008240178412130145 0.014320435005201105 0.0021512654882264548 -0.0031864798757183154 0.0027315506576868261
leaf_weight=96 97 98 103 58 101 61 60 211 2048
leaf_count=96 97 98 103 58 101 61 60 211 2048
internal_value=0 0.00274824 0.00249565 0.00276469 0.00253312 0.00272414 0.00829371 0.00243819 0.00217838
internal_weight=0 2836 2738 2635 2539 2481 121 2360 2259
internal_count=2933 2836 2738 2635 2539 2481 121 2360 2259
is_linear=0
shrinkage=0.0858325


Tree=3164
num_leaves=12
num_cat=0
split_feature=9 1373 15 1456 1 1 34 1 1 12 15
split_gain=0.965483 0.492045 0.443505 0.434531 0.449486 0.769846 0.651793 0.789022 0.41493 0.394866 0.425619
threshold=-0.08577499999999999 1.0000000180025095e-35 0.13248000000000001 0.091180000000000011 0.089745000000000019 0.091000000000000011 -0.080599999999999991 0.096035000000000023 0.088295000000000012 -0.060304999999999991 0.10609500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 -6 -7 -8 9 -2 -11
right_child=1 -3 -4 -5 5 6 7 -9 -10 10 -12
leaf_value=-0.010081470038494196 0.010340179713681874 0.010295703307040334 -0.0047382258726070001 0.0093221847789705676 -0.01059844883058441 0.011382811900050563 0.0063793049944930206 -0.00092052371192521954 0.0099096965527079289 0.0021826531019282693 0.0090018568834300643
leaf_weight=58 64 74 81 85 54 56 175 660 83 1452 91
leaf_count=58 64 74 81 85 54 56 175 660 83 1452 91
internal_value=0 0.00251173 0.00230571 0.00251585 0.0022959 0.000606267 0.0012865 0.000608145 0.00324009 0.00289497 0.00258549
internal_weight=0 2875 2801 2720 2635 945 891 835 1690 1607 1543
internal_count=2933 2875 2801 2720 2635 945 891 835 1690 1607 1543
is_linear=0
shrinkage=0.0966614


Tree=3165
num_leaves=33
num_cat=0
split_feature=1 3 1 2 15 2 2 2 47 15 2 11 3 52 15 1 2 43 3 52 15 156 52 2 52 2 48 43 52 12 12 43
split_gain=146.562 22.1521 17.0266 13.0413 10.1053 9.90417 8.74903 6.32334 5.90664 3.70417 3.30935 3.00564 2.66981 2.51968 3.42644 1.93365 1.27868 1.85173 1.04928 1.18252 0.928177 1.13365 0.877336 0.840034 0.93726 0.827908 0.706904 0.653343 0.936892 0.602205 0.235766 0.205596
threshold=0.10910500000000002 -0.063264999999999988 0.092845000000000025 0.11719 -0.030729999999999997 0.14253500000000002 0.095850000000000005 -0.0050599999999999994 0.080075000000000021 -0.21242999999999998 0.13084500000000002 0.079700000000000007 -0.011629999999999998 -0.51745999999999992 0.086035000000000014 0.118385 0.088820000000000024 -0.15802999999999998 0.085090000000000013 -0.088174999999999989 0.083865000000000009 0.083125000000000018 -0.046194999999999993 0.10457000000000001 0.023800000000000005 0.17553000000000005 0.086515000000000022 -0.085264999999999994 0.10676000000000001 0.095815000000000011 0.099510000000000015 -0.0098449999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 15 8 7 11 -3 12 -9 20 16 -4 -6 -15 -2 17 -1 19 -19 21 23 -11 24 -8 -7 27 -18 -29 -25 -22 -16
right_child=1 5 4 -5 13 25 10 9 -10 22 -12 -13 -14 14 31 -17 26 18 -20 -21 30 -23 -24 29 -26 -27 -28 28 -30 -31 -32 -33
leaf_value=0.001899226506931688 0.0023081430052114124 -0.00058192896981457793 5.4679908962967641e-05 4.4294914946202203e-05 0.0025066910540489599 -0.00065380929249539952 0.0013356005097627649 -0.00011433565273259761 0.0016828267310698163 0.00052920622400493011 0.0011076031358579453 0.0030748802388007924 0.0010260858761942733 0.0011109513245798808 0.002234830328303791 0.0014601613326114932 0.0024677449858495105 0.0021529370468242178 0.0020037829815671543 0.0024936751251221582 0.0023631123820322189 0.0022848610542750905 0.0010724326973748769 0.0021589168405609736 0.0018869301114725384 -0.0012065906262655253 0.0019003495979961482 0.0020431164610779048 0.0025152550592402356 0.0017226064833173133 0.0020559627654796893 0.0019485217995435231
leaf_weight=73 56 75 57 59 67 53 67 63 76 54 52 57 57 53 56 53 95 119 57 818 55 55 68 71 59 57 76 184 56 60 52 52
leaf_count=73 56 75 57 59 67 53 67 63 76 54 52 57 57 53 56 53 95 119 57 818 55 55 68 71 59 57 76 184 56 60 52 52
internal_value=0 0.000290865 0.00212087 0.00124599 0.00153829 -0.000142721 0.00224224 0.000194696 0.000997717 0.000509727 0.00186377 0.00235835 0.00054068 0.00198861 0.00177281 0.00189613 0.0023307 0.00238893 0.00242486 0.00245044 0.00195753 0.00186941 0.000832266 0.00178037 0.00159403 -0.000940558 0.00217944 0.00224266 0.00215342 0.00195934 0.00221416 0.00209729
internal_weight=0 538 2424 168 418 370 2006 260 190 185 471 1535 114 228 161 109 1478 1067 994 937 419 312 122 257 126 110 411 335 240 131 107 108
internal_count=2962 538 2424 168 418 370 2006 260 190 185 471 1535 114 228 161 109 1478 1067 994 937 419 312 122 257 126 110 411 335 240 131 107 108
is_linear=0
shrinkage=0.00317166


Tree=3166
num_leaves=25
num_cat=0
split_feature=1 1 12 4 34 51 3 0 43 3 12 12 49 14 12 3 3 3 0 4 43 158 15 1
split_gain=30.8317 5.67814 4.2825 5.47402 4.0592 3.08807 2.808 2.54861 1.76826 1.58803 1.57982 1.41975 1.3175 1.03131 0.944451 1.86609 0.863354 0.747291 0.708313 1.20402 0.89319 0.847249 0.513604 1.12743
threshold=0.11690500000000002 0.092845000000000025 0.085845000000000019 -0.15366499999999997 -0.016844999999999995 -0.067854999999999985 -0.01223 -0.068419999999999995 -0.081864999999999979 0.11745500000000002 0.095175000000000023 0.093455000000000024 0.12899500000000003 0.080670000000000006 -0.085124999999999992 -0.049204999999999992 0.085090000000000013 -0.065674999999999983 -0.14259999999999998 0.036605000000000006 0.29736500000000005 0.078875000000000015 -0.061499999999999992 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=1 7 3 -3 -2 -6 -5 13 -9 -8 -10 -4 14 16 -7 -16 18 -12 -1 20 -20 -21 -13 -24
right_child=4 2 11 6 5 12 9 8 10 -11 17 22 -14 -15 15 -17 -18 -19 19 21 -22 -23 23 -25
leaf_value=0.0021701307442182015 -0.0001475326161640815 0.0020614944662405883 0.002020187907823929 0.00039836047899833248 0.0014121070616920843 0.00089976065944532874 0.0013995360569268415 0.0010891455348068248 0.0019572075546711587 0.00072380988071009096 0.0016245690099213031 0.0012554599521151183 0.0011136156621972255 0.002206084440529661 0.00083644982997704885 0.00010316218236441399 0.0014111575156981705 0.0010973973584308804 0.0018402751141986336 0.0013722929840832762 0.0014201843152435879 0.0018442698083284621 0.0012424518206372592 0.001842427570976904
leaf_weight=54 52 52 86 78 73 56 99 87 92 58 63 56 53 65 62 88 62 52 1298 115 56 62 52 91
leaf_count=54 52 52 86 78 73 56 99 87 92 58 63 56 53 65 62 88 62 52 1298 115 56 62 52 91
internal_value=0 0.0016751 0.00139048 0.00111118 0.000692349 0.000824001 0.00090075 0.00175624 0.00147733 0.00115012 0.00164031 0.00167163 0.000658108 0.00180412 0.000540747 0.000406485 0.00178823 0.0013865 0.00180296 0.00178999 0.00182293 0.00153781 0.00152082 0.0016245
internal_weight=0 2578 572 287 384 332 235 2006 294 157 207 285 259 1712 206 150 1647 115 1585 1531 1354 177 199 143
internal_count=2962 2578 572 287 384 332 235 2006 294 157 207 285 259 1712 206 150 1647 115 1585 1531 1354 177 199 143
is_linear=0
shrinkage=0.0032351


Tree=3167
num_leaves=17
num_cat=0
split_feature=1 43 39 11 2 3 1 42 48 4 4 43 16 3 16 132
split_gain=0.943654 0.995477 0.688784 0.59044 0.939428 0.704236 1.69131 0.799383 0.638528 0.565526 0.45463 0.667303 1.31641 0.571705 0.45071 0.677288
threshold=0.11883500000000001 -0.50914999999999988 0.09086000000000001 1.0000000180025095e-35 -0.012574999999999998 -0.093419999999999989 0.080320000000000016 0.11769000000000002 0.094910000000000008 -0.089119999999999991 0.056815000000000011 -0.049999999999999996 -0.26194999999999996 -0.014254999999999999 0.62277500000000008 0.049725000000000005
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 9 8 -7 -6 -2 13 -13 -12 15 -5
right_child=10 2 -4 14 5 7 -8 -9 -10 -11 11 12 -14 -15 -16 -17
leaf_value=-0.0081340773552994634 -0.006407420537662801 -0.0066103200780103736 0.014505887899993259 0.017230213467681166 0.010208320061583837 0.0059282908846920073 -0.011983682730689837 -0.0031656724931446514 -0.0005561847129698297 0.00014689063087929249 0.0020240167431531796 -0.0018348663239449307 0.017211006605015709 -0.011438968769473467 0.0018400397373735645 0.0036711926723858876
leaf_weight=56 97 73 62 89 87 1695 78 103 148 119 62 82 54 52 52 53
leaf_count=56 97 73 62 89 87 1695 78 103 148 119 62 82 54 52 52 53
internal_value=0 0.00435832 0.00463209 0.00438652 0.00396282 0.00430939 -9.54228e-05 0.00495275 0.00540701 0.00440105 -0.00089891 0.00123435 0.00572003 -0.00410812 0.00941117 0.0121766
internal_weight=0 2615 2559 2497 2303 2230 284 1946 1843 206 347 250 136 114 194 142
internal_count=2962 2615 2559 2497 2303 2230 284 1946 1843 206 347 250 136 114 194 142
is_linear=0
shrinkage=0.0947661


Tree=3168
num_leaves=34
num_cat=0
split_feature=3 2 10 2 43 3 43 3 16 2 2 3 2 3 2 2 43 43 47 2 16 43 42 133 16 16 16 1446 160 3 42 133 131
split_gain=76.2701 23.045 13.516 12.1087 5.9286 9.46733 6.90694 5.69065 9.19842 5.40549 3.49048 3.34435 1.97794 1.83362 1.90336 1.26399 1.13193 0.922128 0.810486 0.7715 1.36753 0.637621 0.63805 0.86369 0.58824 0.924281 1.0243 0.571378 0.490897 0.474697 0.384927 0.365279 0.404508
threshold=-0.063889999999999988 0.11891500000000001 0.057650000000000007 0.097110000000000016 -0.066724999999999993 0.11745500000000002 -0.09225499999999999 -0.097199999999999995 0.26538000000000006 0.17553000000000005 -0.087809999999999985 0.18595000000000003 0.11558500000000001 -0.015169999999999998 0.092450000000000018 0.076510000000000009 -0.043004999999999995 0.0085250000000000031 0.11224000000000002 0.088820000000000024 -0.116045 -0.085264999999999994 0.084535000000000013 0.086150000000000018 -0.091624999999999984 -0.0069549999999999985 0.40518500000000007 0.083895000000000011 -0.0076849999999999991 -0.086424999999999988 -0.010184999999999998 0.035950000000000003 0.091385000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 10 6 13 -2 8 12 11 -1 16 -5 -6 28 17 -3 18 31 20 -17 30 -23 -24 -9 -26 -27 29 -15 -22 -21 32 -12
right_child=1 9 -4 7 5 -7 -8 24 -10 -11 15 -13 -14 14 -16 19 -18 -19 -20 21 27 22 23 -25 25 26 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.0017806354768413911 0.0022679225491166431 0.00067207143427603679 0.00013232373502268272 0.001389110789686322 0.0018242703345561532 0.0010978607071224613 0.0007893216115367693 0.0020196087372698858 0.0024846724893165116 -0.0003716999051703141 0.0027529298168908578 3.7953341721913421e-05 0.00051013449401398562 0.0024844980905106904 0.0021123327744904767 0.0032528756024757352 0.001260108241639035 0.0021515521342790841 0.0021851700965482383 0.0025751641020041712 0.0026692107375124795 0.0022792263889611563 0.0029161987860514375 0.0024446510843602041 0.0026877738211269096 0.0018850769088312735 0.0024929804339681779 0.0024753932468185957 0.0028882935293866067 0.002861236705202217 0.0029465252855478616 0.0023931379611677613 0.002464534222908476
leaf_weight=53 52 62 56 58 61 87 102 58 71 60 202 52 54 59 97 59 85 72 55 57 296 97 67 121 77 55 69 89 80 286 72 65 76
leaf_count=53 52 62 56 58 61 87 102 58 71 60 202 52 54 59 97 59 85 72 55 57 296 97 67 121 77 55 69 89 80 286 72 65 76
internal_value=0 0.00131765 0.00167582 0.00248711 0.00183642 0.00205594 0.00128882 0.0020012 0.00155518 0.000496079 0.00261593 0.000757898 0.000965633 0.00233647 0.00246871 0.00264333 0.00101233 0.00249827 0.00256091 0.0027029 0.00276813 0.0025878 0.00249945 0.00261289 0.0023162 0.00240161 0.00222363 0.00272546 0.00271715 0.00276363 0.00278271 0.00262105 0.00267421
internal_weight=0 853 594 2109 538 384 154 442 183 259 1667 199 112 297 236 1614 147 470 398 1144 730 414 285 188 259 201 124 671 139 582 129 343 278
internal_count=2962 853 594 2109 538 384 154 442 183 259 1667 199 112 297 236 1614 147 470 398 1144 730 414 285 188 259 201 124 671 139 582 129 343 278
is_linear=0
shrinkage=0.0032998


Tree=3169
num_leaves=13
num_cat=0
split_feature=1443 2 12 13 2 9 447 16 14 394 51 394
split_gain=0.991213 0.911804 0.739317 0.671229 0.539143 1.1392 0.661579 0.686058 0.449264 0.479102 0.491567 0.440345
threshold=0.087980000000000017 0.13554000000000002 -0.087384999999999977 -0.023024999999999997 -0.087809999999999985 0.092060000000000017 0.088115000000000013 -0.52541999999999989 -0.10523499999999998 -0.081709999999999991 0.084510000000000016 -0.10361499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 -1 7 -6 -9 11 -11 -10
right_child=-2 2 3 -5 6 -7 -8 8 9 10 -12 -13
leaf_value=-0.012559580410316528 -0.0094486702379843433 0.0084904115478531134 -0.011851310742706976 0.00089655705849923234 -0.0045824698373386199 0.0084871764452748664 0.015074778808569365 0.01397516884271641 0.005955925189861596 0.0049314157817590253 0.0092649409913668716 -0.0048116728329206625
leaf_weight=52 52 55 77 91 72 52 69 60 67 1917 308 90
leaf_count=52 52 55 77 91 72 52 69 60 67 1917 308 90
internal_value=0 0.00455303 -0.00162262 -0.00493983 0.00506596 -0.00202588 0.00535192 0.00508463 0.0053701 0.0051529 0.00553178 -0.000209745
internal_weight=0 2910 223 168 2687 104 2583 2514 2442 2382 2225 157
internal_count=2962 2910 223 168 2687 104 2583 2514 2442 2382 2225 157
is_linear=0
shrinkage=0.100566


Tree=3170
num_leaves=18
num_cat=0
split_feature=2 48 49 48 49 160 13 376 1210 1213 475 2 11 43 48 16 2
split_gain=1.70367 0.835994 0.958524 1.26443 1.17277 1.24125 0.901251 0.752232 0.589371 0.848593 0.807341 0.638744 0.616721 1.04601 0.576541 0.342133 0.0560561
threshold=0.17553000000000005 -0.083209999999999992 -0.014479999999999998 0.095425000000000024 -0.053544999999999988 0.066880000000000009 -0.077799999999999994 0.086230000000000015 -0.0074649999999999985 -0.080279999999999976 -0.086169999999999983 0.086305000000000007 0.078340000000000007 -0.10945499999999998 0.085855000000000015 -1.0000000180025095e-35 0.091235000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 8 9 -4 16 -11 13 -12 -7 -14 -10
right_child=-2 2 7 -5 -6 14 -8 -9 10 11 12 -13 15 -15 -16 -17 -18
leaf_value=0.011182301044412363 -0.0097582672599082435 0.0035587389383171901 0 -0.011233717233425432 -0.0082189341675897604 -0.0089811007838926354 0.017034921028219588 0.011781237819989888 0.010644154137649324 0.01576342813820061 0.0078617826614674445 0.0041034161113065858 0.0010828670242559765 0.001804071531918913 0.0029978498251720235 -0.0073151503206117553 0.0070315069170395978
leaf_weight=75 73 87 71 68 71 53 52 64 64 76 210 52 60 1674 52 67 54
leaf_count=75 73 87 71 68 71 53 52 64 64 76 210 52 60 1674 52 67 54
internal_value=0 0.00275275 0.00252461 -0.00123044 0.000926259 0.0035909 0.0086064 0.00312622 0.00288791 0.00709962 0.00249383 0.0110333 0.00211174 0.00247975 -0.00304044 -0.00334078 0.00899823
internal_weight=0 2850 2775 383 315 244 139 2392 2328 199 2129 128 2011 1884 105 127 118
internal_count=2923 2850 2775 383 315 244 139 2392 2328 199 2129 128 2011 1884 105 127 118
is_linear=0
shrinkage=0.0808819


Tree=3171
num_leaves=29
num_cat=0
split_feature=1 2 15 16 52 2 2 1 150 2 0 52 2 16 15 52 15 157 157 15 4 16 157 3 52 52 2 483
split_gain=85.9384 23.0102 11.9925 7.31803 7.91039 5.6914 4.61035 3.49218 3.375 2.95966 2.4534 1.86177 1.8242 1.1531 1.09336 1.09244 1.00951 0.713483 1.42598 0.727735 0.662268 1.01285 1.30748 1.04304 0.998482 1.16351 0.538991 0.525229
threshold=0.10398500000000001 0.14290000000000003 -0.21242999999999998 0.16094000000000003 -0.014264999999999998 0.091185000000000002 -0.0098549999999999974 0.11980500000000001 0.083435000000000023 0.17553000000000005 -0.14867499999999997 0.39985000000000009 0.10656 -0.08267999999999999 0.13248000000000001 -0.41694999999999993 -0.45775499999999997 -0.080514999999999989 -0.084874999999999992 0.09295500000000001 0.046185000000000004 -0.076029999999999986 0.017590000000000005 -0.10337499999999998 0.0030150000000000008 -1.0000000180025095e-35 0.095465000000000008 0.089065000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 7 4 -4 6 -1 -2 14 -3 13 17 -6 -8 20 -5 -9 18 -12 27 21 26 23 -23 25 -22 -7 -19
right_child=1 9 3 15 12 8 10 16 -10 -11 11 -13 -14 -15 -16 -17 -18 19 -20 -21 24 22 -24 -25 -26 -27 -28 -29
leaf_value=0.0018567304562483805 0.0013850920300387511 0.00050761518229283209 0.00070082466284752205 0.0027449061801739262 0.0022169065568727751 0.0025169766486565388 0.0028353433006237227 0.00073753962639026675 0.0016259218574257578 -0.00049516694704254812 0.0026973405891544014 0.0021755830255742255 0.0015080449805396038 0.0034960692452991626 0.0019138990925798036 0.002120730784430782 0.00011640719283621775 0.0027603272935067106 0.0020330872007964084 0.0024428991583635533 0.002373107149092816 0.0019220978301294205 0.0028487685311392118 0.002395851838555201 0.0025124891986845542 0.0017213561651983687 0.0029714259276750941 0.0024340863068552285
leaf_weight=74 65 55 85 68 93 58 60 57 70 70 100 83 65 53 52 53 53 852 52 98 58 60 56 278 85 58 55 57
leaf_count=74 65 55 85 68 93 58 60 57 70 70 100 83 65 53 52 53 53 852 52 98 58 60 56 278 85 58 55 57
internal_value=0 0.00119662 0.00148664 0.00182131 0.00149726 0.00252063 0.00264455 0.000790339 0.00230724 -5.36665e-05 0.00268755 0.00264585 0.0019255 0.00314555 0.00236994 0.00247179 0.000438581 0.0026795 0.00247032 0.00271104 0.00240339 0.00246638 0.00238826 0.00231186 0.00224433 0.00204753 0.00273847 0.00273991
internal_weight=0 664 539 364 243 2259 1429 175 830 125 1355 1242 158 113 760 121 110 1159 152 1007 708 507 394 338 201 116 113 909
internal_count=2923 664 539 364 243 2259 1429 175 830 125 1355 1242 158 113 760 121 110 1159 152 1007 708 507 394 338 201 116 113 909
is_linear=0
shrinkage=0.0032351


Tree=3172
num_leaves=22
num_cat=0
split_feature=4 3 39 2 2 150 0 133 49 0 4 39 42 43 4 3 15 15 3 42 15
split_gain=49.1512 12.1061 6.88144 5.5243 4.13525 5.04427 3.49132 2.93098 2.0659 2.02285 1.81208 1.47804 1.37238 1.08545 1.48239 1.46811 1.24607 1.00211 0.983518 0.909388 1.46274
threshold=0.31392000000000003 0.28833000000000003 0.085285000000000014 0.14019000000000004 0.091185000000000002 0.082085000000000019 -0.14867499999999997 0.087485000000000021 -0.0086549999999999978 -0.10594499999999998 -0.12685999999999997 0.08955500000000001 0.092110000000000011 0.080350000000000019 -0.012164999999999999 0.081495000000000012 -0.11367999999999999 -0.029529999999999997 -0.073309999999999986 0.084360000000000004 -0.42443999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 6 13 17 8 -4 -8 -11 19 -12 14 15 -6 -16 -1 -15 20 -2
right_child=3 -3 7 -5 5 -7 9 -9 -10 10 12 -13 -14 18 16 -17 -18 -19 -20 -21 -22
leaf_value=0.002394560796953174 0.0012210123966648516 0.00057673045070180228 0.0012463569016551263 -0.00017872636856297434 0.0020276605168862939 0.0010284734500537137 0.0014734848641230207 0.00077183205299637657 0.0020773069026101074 0.0015819450402214761 0.0021996594030292871 0.00041898240111871413 0.0019146159747872626 0.001300215182918235 0.0022439662182837279 0.002587747618882667 0.001673430178607444 0.0030216689361957411 0.0018923528441182732 0.0013573471142239576 0.00046803529563855102
leaf_weight=58 54 68 66 80 328 74 55 59 65 65 1044 69 226 52 53 61 204 55 76 52 59
leaf_count=58 54 68 66 80 328 74 55 59 65 65 1044 69 226 52 53 61 204 55 76 52 59
internal_value=0 0.0019515 0.00198828 0.000569468 0.00203713 0.00185258 0.00214123 0.00138365 0.00165893 0.00209577 0.00212138 0.000825411 0.00214896 0.00193132 0.0019866 0.00211558 0.00179123 0.0027001 0.00165207 0.000995159 0.000828177
internal_weight=0 2609 2541 314 2351 848 1503 190 131 1390 1335 234 1270 774 646 389 257 113 128 165 113
internal_count=2923 2609 2541 314 2351 848 1503 190 131 1390 1335 234 1270 774 646 389 257 113 128 165 113
is_linear=0
shrinkage=0.0032998


Tree=3173
num_leaves=31
num_cat=0
split_feature=1 1 3 1 151 15 15 3 160 42 1 16 15 3 3 16 1 13 159 15 52 1 1 160 3 1 13 13 3 43
split_gain=91.424 20.7675 9.22012 4.90838 5.01228 2.95875 2.86632 2.8331 2.064 2.03384 1.82924 2.16799 1.59143 2.77588 2.48793 1.52764 1.41926 1.45313 1.14872 0.808052 0.779112 0.773738 0.74006 0.789263 0.628225 0.619653 0.914537 0.568211 0.274856 0.395705
threshold=0.10398500000000001 0.13546500000000003 -0.049204999999999992 0.090540000000000023 -0.0068399999999999989 -0.12272499999999999 0.13248000000000001 0.3148450000000001 -0.064339999999999994 0.092860000000000012 0.11690500000000002 -0.088824999999999987 0.039965000000000007 -0.11151499999999999 -0.12077499999999998 0.08215500000000002 0.079225000000000004 -0.082419999999999979 0.082975000000000007 0.087670000000000012 -0.065394999999999995 1.0000000180025095e-35 0.10024500000000001 -0.069144999999999984 -0.079634999999999997 0.09518500000000002 -0.049464999999999988 -0.085349999999999995 -0.082474999999999979 -0.023029999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 6 -5 -2 12 9 -4 -3 11 -10 13 -1 -14 -7 17 24 -19 28 -18 27 23 -6 -15 26 -25 -21 29 -16
right_child=1 7 8 4 22 15 -8 -9 10 -11 -12 -13 14 16 19 -17 20 18 -20 21 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0019601920891833681 0.0013066291224649884 0.00097400586732415977 0.0015662279228960761 0.0015094526977317071 0.0019199132121118616 0.0018424544008596652 0.0017965354146890972 -0.00030529555678737258 0.0016503061247882071 0.00011291335900079932 0.00055642501081230346 0.00079306498965962932 0.0032710722791797278 0.0026942345710757902 0.0028428719593247089 0.002462563263770895 0.0025262072628735818 0.0022416135785108867 0.0026428202852104418 0.0027292439115438227 0.0029733521010493849 0.0027745749691238442 0.0026720619005476541 0.0022257155112879604 0.0023618563085781264 0.002133602325530632 0.0028260627908727408 0.0023868927475856243 0.0029149528160891543 0.0025790750265978668
leaf_weight=98 53 52 66 96 52 76 52 68 53 59 83 68 62 260 97 86 68 311 95 61 98 95 58 52 76 69 52 283 68 156
leaf_count=98 53 52 66 96 52 76 52 68 53 59 83 68 62 260 97 86 68 311 95 61 98 95 58 52 76 69 52 283 68 156
internal_value=0 0.0011277 0.00146848 0.00246653 0.00213668 0.00195873 0.00253301 0.00020419 0.00107797 0.000516613 0.000919832 0.00116883 0.00255394 0.00246887 0.002658 0.00217186 0.00252374 0.00246403 0.00233558 0.00260795 0.00279039 0.00251851 0.00234933 0.00226599 0.00261915 0.00236982 0.00252621 0.0024477 0.00273015 0.00268035
internal_weight=0 664 485 2259 379 215 1880 179 270 111 204 121 1828 1006 822 162 908 742 406 760 166 439 283 225 336 173 104 344 321 253
internal_count=2923 664 485 2259 379 215 1880 179 270 111 204 121 1828 1006 822 162 908 742 406 760 166 439 283 225 336 173 104 344 321 253
is_linear=0
shrinkage=0.00317166


Tree=3174
num_leaves=20
num_cat=0
split_feature=15 52 9 48 1443 1 52 3 49 3 14 16 1 15 3 394 1 3 0
split_gain=2.10739 1.4187 0.865184 0.748295 0.879427 0.926213 0.870816 0.795071 0.760907 0.736261 0.69263 1.43067 0.660211 2.0127 0.597087 1.16077 0.727423 0.536122 0.486638
threshold=-0.26361999999999991 0.12411500000000002 0.086320000000000022 0.090730000000000019 0.059665000000000003 0.110115 0.091360000000000011 -0.036264999999999992 -0.044559999999999995 -0.0037099999999999998 -0.41608999999999996 -0.43279999999999996 0.10404000000000001 -0.018024999999999996 -0.088734999999999994 -0.067014999999999977 0.099250000000000019 -0.080624999999999988 -0.061204999999999989
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 12 7 17 -9 18 -1 -12 14 -14 15 -2 -16 -5 -7
right_child=2 -3 -4 6 -6 9 -8 8 -10 -11 11 -13 13 -15 16 -17 -18 -19 -20
leaf_value=0.00098694932965636274 -0.0093135560052205486 0.0093957408377004503 -0.0057386228035414986 0.0043108969094184518 0.015385798863508075 0.0032071929302149127 -0.0064432426690480609 -0.0086551977982797824 0.0050342959227547539 0.020746008401285015 -0.0022124750091380499 -0.021380576013081767 0.010858334963255747 -0.013383210798916323 0.0062259749599168678 0.0045711346743200496 0.01632648291602349 0.014798621550649621 0.014085229745072458
leaf_weight=56 52 52 52 100 78 67 75 56 70 52 67 54 52 53 1402 408 57 60 60
leaf_count=56 52 52 52 100 78 67 75 56 70 52 67 54 52 53 1402 408 57 60 60
internal_value=0 -0.00331006 0.00543582 0.00565611 0.00624245 0.00591829 0.00194868 0.00415263 -0.00104251 0.011959 -0.00704812 -0.0107746 0.0053836 -0.00136897 0.00575356 0.00299953 0.00662122 0.00824964 0.00835378
internal_weight=0 229 2694 2642 2281 2203 361 286 126 179 177 121 2024 105 1919 460 1459 160 127
internal_count=2923 229 2694 2642 2281 2203 361 286 126 179 177 121 2024 105 1919 460 1459 160 127
is_linear=0
shrinkage=0.0875492


Tree=3175
num_leaves=23
num_cat=0
split_feature=1447 1 33 42 42 160 0 43 49 0 49 15 0 1 15 123 49 160 42 0 403 483
split_gain=1.16146 0.845064 0.842626 0.583968 1.30604 0.98599 0.780796 0.682361 1.37134 0.578939 0.572018 0.600013 0.912522 0.562561 0.552442 0.542726 0.486513 0.442173 0.411647 0.333789 0.32832 0.2888
threshold=-0.085804999999999979 0.14860500000000001 0.080895000000000009 0.092600000000000016 0.083725000000000008 -0.081594999999999987 -0.048199999999999993 -0.083349999999999994 -0.0058449999999999986 -0.08397499999999998 0.059130000000000009 -0.085259999999999989 -0.16926499999999997 0.11215000000000001 -0.11739999999999999 0.084380000000000024 -0.0087399999999999995 -0.072114999999999985 0.091005000000000016 -0.087649999999999992 0.0041950000000000008 0.023975000000000003
decision_type=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 4 10 9 15 8 -7 21 11 16 -13 14 -12 17 -2 -5 -9 -1 -19 -6
right_child=1 -3 -4 6 5 7 -8 18 -10 -11 13 12 -14 -15 -16 -17 -18 20 -20 -21 -22 -23
leaf_value=-8.4353303147273032e-06 -0.006082718265561054 -0.0064211916215919998 0.017916877617214243 0.008980770622283165 0.0036884378706678635 0.010314650123959719 0.011880672458321315 0.0078705580138874621 0.030986450675022037 -0.004745951787881451 0.015941128686920485 0.015313047366101725 0.0034344437298554228 -0.0010349850358439528 0.0063346242027528957 -0.0084248362821073772 0.0027716595785370855 -0.0009923916099689881 0.017131292975960114 -0.011423849157799882 0.0064737567939987372 0.012430354818884755
leaf_weight=52 113 63 53 76 101 87 74 261 52 57 98 71 841 57 160 57 141 289 60 52 75 62
leaf_count=52 113 63 53 76 101 87 74 261 52 57 98 71 841 57 160 57 141 289 60 52 75 62
internal_value=0 0.00508889 0.00534965 0.00510545 0.00586155 0.0095114 0.00224207 0.0121608 0.0180557 0.0039668 0.00418499 0.0031562 0.00436038 0.00798977 0.00998777 0.000804789 -0.00116327 0.00200288 0.00960488 -0.00572647 0.000543014 0.00702017
internal_weight=0 2848 2785 2732 2161 680 571 460 139 220 1481 1166 912 315 258 497 254 440 321 104 364 163
internal_count=2952 2848 2785 2732 2161 680 571 460 139 220 1481 1166 912 315 258 497 254 440 321 104 364 163
is_linear=0
shrinkage=0.100566


Tree=3176
num_leaves=25
num_cat=0
split_feature=1 2 150 124 15 1 1 12 14 3 12 2 12 12 47 47 12 13 42 13 1 13 3 16
split_gain=30.9822 9.34906 4.92497 2.69272 2.38712 2.14405 1.99396 2.27159 1.94231 1.33803 1.53935 1.33544 1.16979 1.15883 0.809568 1.12014 1.11276 0.78681 0.733898 0.889072 0.764544 0.64638 0.554615 0.646771
threshold=0.12072500000000001 0.098655000000000007 1.0000000180025095e-35 -0.085579999999999976 -0.26361999999999991 0.10921500000000002 0.14646500000000004 -0.079959999999999989 0.073890000000000011 0.081495000000000012 0.090285000000000018 0.123795 -1.0000000180025095e-35 0.095230000000000023 0.077065000000000008 0.097435000000000008 0.083885000000000015 -0.0040999999999999986 -0.086109999999999978 0.044405000000000007 0.10726500000000001 -0.027939999999999996 -0.076514999999999986 -0.0046349999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 6 12 7 -2 9 10 14 -6 -3 21 16 -16 -5 -4 19 -12 -20 -14 -15 -24
right_child=4 2 17 8 11 -7 -8 -9 -10 -11 18 -13 13 22 15 -17 -18 -19 20 -21 -22 -23 23 -25
leaf_value=0.0013251279173596359 0.001252065675835332 0.0013567861184234304 0.0011718353543769043 0.0018174162811329519 0.001405215374453552 0.0011956681519622689 -1.4669760585806714e-06 0.00029475469523591332 0.0024780669354317851 0.0016189331777668513 0.0023785116777898037 0.00082082959044406552 0.0017827872966454125 0.0018526319056077268 0.0026887997961748422 0.0020451844302880173 0.0021004471419480545 0.00061944622656632251 0.0017696893448361465 0.0018531179366897928 0.0021710001473918086 0.0021924359822195318 0.0017194716859452862 0.0012826166821061091
leaf_weight=64 52 71 57 183 72 89 52 52 86 103 61 96 72 103 52 64 751 52 440 78 57 96 88 61
leaf_count=64 52 71 57 183 72 89 52 52 86 103 61 96 72 103 52 64 751 52 440 78 57 96 88 61
internal_value=0 0.00186418 0.00154026 0.00197926 0.000803712 0.0016589 0.000515118 0.000773742 0.00200157 0.00197865 0.0020006 0.00107149 0.0017428 0.00180797 0.00207699 0.002334 0.00204503 0.000908627 0.00187444 0.00208393 0.00181578 0.00201708 0.00166843 0.00154086
internal_weight=0 2628 689 1939 324 580 156 104 1875 1789 1686 168 491 420 1050 116 934 109 636 139 497 168 252 149
internal_count=2952 2628 689 1939 324 580 156 104 1875 1789 1686 168 491 420 1050 116 934 109 636 139 497 168 252 149
is_linear=0
shrinkage=0.0032351


Tree=3177
num_leaves=10
num_cat=0
split_feature=14 14 11 1447 1 157 1454 0 159
split_gain=0.988069 1.04357 0.800553 0.775639 0.821905 0.621264 0.468367 0.548119 0.326805
threshold=-0.31108499999999994 -0.07279999999999999 0.093845000000000026 -0.086009999999999989 0.14195000000000002 0.10909500000000001 0.077140000000000014 0.148925 -0.018754999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 -8
right_child=1 2 -4 4 -6 -7 8 -9 -10
leaf_value=-0.0048541391746373267 0.017131879535685075 -0.0033821601311899855 -0.0060596924373139266 0.0048954984467461798 -0.0052441568947902573 -0.0021420934632384362 0.0054878048371088716 0.014025510823675258 0.015117889708507134
leaf_weight=95 54 98 60 2310 65 94 52 56 68
leaf_count=95 54 98 60 2310 65 94 52 56 68
internal_value=0 0.00458358 0.00434148 0.00456935 0.00486433 0.00511938 0.00539434 0.005112 0.010953
internal_weight=0 2857 2803 2743 2645 2580 2486 2366 120
internal_count=2952 2857 2803 2743 2645 2580 2486 2366 120
is_linear=0
shrinkage=0.0910862


Tree=3178
num_leaves=22
num_cat=0
split_feature=2 43 43 155 484 481 158 12 15 160 12 12 484 43 1 43 12 1 12 43 2
split_gain=1.30449 1.43709 0.743008 0.672605 0.563493 0.63534 0.828812 0.647957 0.550612 0.561217 1.28882 0.588255 0.524162 0.484183 1.02313 0.881475 0.50728 0.534536 0.328628 0.321326 0.311041
threshold=0.097005000000000022 -0.16130499999999998 -0.095674999999999982 0.083985000000000018 0.11512500000000002 -0.085904999999999981 0.097510000000000013 0.089005000000000015 -0.24511999999999998 0.085460000000000022 0.081685000000000021 0.087805000000000008 -0.066744999999999985 0.0037100000000000002 0.084470000000000003 -0.049999999999999996 0.095230000000000023 0.11239500000000001 0.082165000000000016 -0.078169999999999976 0.11043500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 8 -8 -7 11 -11 -10 -4 15 20 18 17 -17 -14 -20 -15
right_child=1 2 12 -5 -6 6 7 -9 9 10 -12 -13 13 14 -16 16 -18 -19 19 -21 -22
leaf_value=-0.0033301786076293453 -0.011969522050643689 0.012381506359763378 -0.0070474539710038897 0.013828577574854893 -0.0036846877393001262 -0.0039387656082659735 0.020477333438116283 0.0057367734980242214 0.0082046112638639798 -0.010853387756837363 0.0080778291119612371 0.0041231427346026606 -0.0066147976164184696 -0.0023952647472881266 -0.014272636890726574 0.013610149852740002 3.3702332529726984e-05 0.0044128023209636996 0.0066130725276287976 -0.0038422240182939527 0.0078879160754455682
leaf_weight=82 81 65 71 91 73 65 66 56 695 66 81 738 84 62 53 123 90 134 62 57 57
leaf_count=82 81 65 71 91 73 65 66 56 695 66 81 738 84 62 53 123 90 134 62 57 57
internal_value=0 0.000833053 0.00204294 0.00537368 0.00497282 0.0053152 0.00571701 0.01372 0.00512282 0.00549629 -0.000414598 0.00610339 0.00119416 0.00200611 -0.00264735 0.00346333 0.00654336 0.00881882 -0.00179625 0.00159605 0.00252127
internal_weight=0 939 858 2013 1922 1849 1767 122 1645 1580 147 1433 793 722 172 550 347 257 203 119 119
internal_count=2952 939 858 2013 1922 1849 1767 122 1645 1580 147 1433 793 722 172 550 347 257 203 119 119
is_linear=0
shrinkage=0.100566


Tree=3179
num_leaves=27
num_cat=0
split_feature=1 1 0 0 0 3 0 16 3 39 4 4 160 160 43 4 4 3 160 0 43 0 3 3 1 133
split_gain=40.9671 10.1014 5.72207 3.97238 3.45709 2.99937 3.18972 2.95335 2.16248 2.06514 1.69427 1.41779 1.52818 1.37673 1.28812 1.80372 1.39819 1.02179 0.977792 0.858135 0.847382 0.81501 0.787464 0.623978 0.505002 0.467875
threshold=0.12072500000000001 0.095085000000000017 -0.11825999999999999 -0.07409499999999998 -0.00077999999999999999 0.084670000000000009 -0.14920999999999998 -0.46591499999999991 -0.021559999999999996 0.087735000000000021 0.061835000000000008 0.0029800000000000004 -0.43042999999999992 0.083670000000000008 -0.15326499999999996 -0.50231999999999988 -0.088484999999999994 -0.011259999999999997 -1.0000000180025095e-35 -0.072039999999999979 -1.0000000180025095e-35 -0.053169999999999995 0.11745500000000002 -0.0042999999999999991 0.10500500000000001 0.099765000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 17 5 7 6 -1 -2 10 19 24 12 -8 18 -5 -16 -17 -3 -13 -9 -14 25 -19 -10 -4 -18
right_child=4 2 8 14 -6 -7 11 9 23 -11 -12 13 20 -15 15 16 21 22 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0030244200132325729 0.00051992691382910102 0.0009053938169753694 0.0021666763589639525 0.0014984647834083878 0.00020703726460244703 0.0017161145442898245 0.0019796239446907399 0.001258889308259266 0.0013403926600702542 0.00083324531681566001 0.0017390785305427415 0.0022088838805903971 0.0024697091350489812 0.0025319509479670341 0.0025979002128759315 0.0014773708390017179 0.0023099302212358144 0.0017075510252767443 0.0017298103339153451 0.0018122641971675402 0.0022514332934667407 0.0017280382998165651 0.0011762028443909243 0.0018533720679488998 0.0025128952533265522 0.0019856349365499943
leaf_weight=79 73 55 102 52 60 79 93 58 52 67 75 95 895 65 57 55 109 63 93 66 253 63 60 53 88 92
leaf_count=79 73 55 102 52 60 79 93 58 52 67 75 95 895 65 57 55 109 63 93 66 253 63 60 53 88 92
internal_value=0 0.00216654 0.00176768 0.00227161 0.000922748 0.00234513 0.00237669 0.00108528 0.00200172 0.00130117 0.00216089 0.00234242 0.00238854 0.00211606 0.00198776 0.00205533 0.00195827 0.00128098 0.00197208 0.00155371 0.00242164 0.00205832 0.00144864 0.00159966 0.00232722 0.00216167
internal_weight=0 2628 548 2080 324 1652 1573 264 370 191 265 1494 1241 253 428 376 319 178 188 124 1148 264 123 105 190 201
internal_count=2952 2628 548 2080 324 1652 1573 264 370 191 265 1494 1241 253 428 376 319 178 188 124 1148 264 123 105 190 201
is_linear=0
shrinkage=0.0032998


Tree=3180
num_leaves=21
num_cat=0
split_feature=34 123 12 3 15 12 16 12 15 12 16 52 52 3 129 3 16 15 42 16
split_gain=1.01516 1.96043 1.24716 1.13189 0.79851 1.23617 1.44421 1.11962 1.50093 1.04865 0.958902 0.901403 1.10875 0.73303 0.705898 0.717582 0.585032 0.681265 0.381404 0.170115
threshold=-0.066379999999999981 0.084000000000000005 -0.22686499999999998 0.31351000000000001 0.0047550000000000005 0.083785000000000012 -0.075274999999999995 0.083865000000000009 -0.020389999999999995 0.084565000000000015 0.022165000000000004 -0.088779999999999984 1.0000000180025095e-35 -0.23394499999999999 0.08252000000000001 -0.094004999999999991 0.044620000000000007 -0.052984999999999997 0.096385000000000012 -0.082469999999999974
decision_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 7 6 -6 8 11 -7 -10 -4 -13 -9 15 -11 18 -18 -15 -16
right_child=2 -3 3 -5 5 9 -8 13 10 14 -12 12 -14 16 19 -17 17 -19 -20 -21
leaf_value=-0.016957747717953692 0.020151012007027097 0.0087758290565682767 0.011820940118168132 -0.009349342669480289 0.0048307768331093907 -0.0083295517026935467 0.025843469110113964 0.016501995327961844 -0.017160420255555579 0.015253441358291528 -0.00047016298535641239 -0.0031977244628455651 0.0090947496638595637 0.0054833905392341733 -0.0053429118048782557 0.0062253651463827003 0.0044048922781684723 -0.0056268576815102951 0.013125738321912887 0.0025997205765651622
leaf_weight=63 52 57 87 59 63 52 70 56 74 102 66 253 105 570 53 713 204 103 75 56
leaf_count=63 52 57 87 59 63 52 70 56 74 102 66 253 105 570 53 713 204 103 75 56
internal_value=0 -0.00472535 0.00471535 0.00442425 0.0047254 0.00679832 0.0158982 0.00328162 -0.000216334 0.00555718 -0.00929983 0.00263898 0.000404611 0.00531275 0.00633985 0.00735658 0.00465343 0.00103569 0.0063737 -0.00125244
internal_weight=0 120 2813 2761 2702 1109 133 1593 585 976 140 445 358 1008 924 815 952 307 645 109
internal_count=2933 120 2813 2761 2702 1109 133 1593 585 976 140 445 358 1008 924 815 952 307 645 109
is_linear=0
shrinkage=0.100566


Tree=3181
num_leaves=25
num_cat=0
split_feature=12 2 15 16 0 2 9 52 14 0 12 2 15 15 0 151 2 12 160 1210 52 15 15 2
split_gain=34.9281 12.6852 8.23709 4.47167 8.63886 4.65602 3.39737 1.87656 1.79492 3.4287 1.41287 1.30276 1.2636 1.2131 1.09999 1.09356 2.15451 1.02702 0.849181 0.762695 0.695376 0.654293 0.592872 0.406291
threshold=0.078120000000000009 0.13447000000000003 -0.26361999999999991 0.12992000000000004 -0.068669999999999995 0.10433000000000002 0.083710000000000021 0.0035300000000000006 0.076450000000000004 -0.12259499999999998 0.090285000000000018 0.072175000000000017 -0.033234999999999994 -0.056634999999999991 -0.14920999999999998 -0.068254999999999996 0.11741500000000001 -0.083979999999999985 -0.019279999999999995 -0.064239999999999992 0.085635000000000003 -0.084454999999999988 -0.091664999999999983 0.099185000000000009
decision_type=2 2 2 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 14 8 17 9 -2 18 -6 13 -12 -4 -7 -17 -1 21 -14 -20 -11 -16 -5
right_child=1 -3 3 23 11 15 -8 -9 -10 10 12 -13 19 -15 22 16 -18 -19 20 -21 -22 -23 -24 -25
leaf_value=0.00033203565063105435 0.0015838237884395786 0.00098697334605657612 0.0023845554964682845 0.002471079210372503 0.00038718420248762156 0.0010314041406902826 0.0015334145143489988 0.0013697299238122106 0.0029032224738563747 0.002521127105459227 0.0022183956882009508 0.0010819922699116763 0.0020076475436285528 0.0016846193134643812 0.0021586564179702549 0.0011524786238677042 0.0020723369026988802 0.0009309818446874619 0.0026252107720373722 0.0024275539890617863 0.0023869567511304269 0.0022114800170099725 0.0016843235011065234 0.002068239698302176
leaf_weight=58 61 77 93 57 54 62 54 59 68 125 318 65 53 55 54 60 52 68 405 515 206 194 64 56
leaf_count=58 61 77 93 57 54 62 54 59 68 125 318 65 53 55 54 60 52 68 405 515 206 194 64 56
internal_value=0 0.00230268 0.00149463 0.00167782 0.00154458 0.00178483 0.00235199 0.00088351 0.00237407 0.00235543 0.00238057 0.000766997 0.00228991 0.00213978 0.00211468 0.00138464 0.00157987 0.000655556 0.00247226 0.00238843 0.00254494 0.00233293 0.00190169 0.00227175
internal_weight=0 2131 802 617 504 385 2054 185 2000 1932 1871 119 941 373 211 174 112 126 930 568 611 319 118 113
internal_count=2933 2131 802 617 504 385 2054 185 2000 1932 1871 119 941 373 211 174 112 126 930 568 611 319 118 113
is_linear=0
shrinkage=0.0032998


Tree=3182
num_leaves=32
num_cat=0
split_feature=1 4 39 159 1 49 43 2 1 4 48 2 1453 159 1 159 43 130 43 4 4 4 4 2 43 49 133 403 49 4 4
split_gain=64.0084 6.67111 4.30406 4.41344 3.85722 4.62056 2.55465 2.17753 1.41432 1.26585 1.10492 0.994657 1.60113 1.57892 0.969809 0.887599 0.858571 0.67884 0.675276 1.37119 0.684032 0.886319 0.674741 0.579155 0.511808 0.474367 0.749939 0.440529 0.376729 0.372902 0.255696
threshold=0.10398500000000001 0.26846000000000009 0.085765000000000022 0.043570000000000005 0.089625000000000024 -0.021474999999999998 -0.0068849999999999996 0.10745500000000001 0.10801000000000001 -0.078249999999999986 0.014805 0.076510000000000009 -0.0017099999999999999 0.082975000000000007 0.13486500000000004 -0.016039999999999995 -0.040494999999999996 0.092005000000000017 -0.18906999999999999 -0.5055599999999999 -0.12685999999999997 -0.087864999999999985 -0.071659999999999988 0.095565000000000011 0.0066850000000000008 0.099620000000000014 0.017095000000000003 -1.0000000180025095e-35 0.085925000000000015 -0.015104999999999999 0.42642000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -6 14 9 -2 18 -10 -11 -13 15 -3 -14 22 25 -1 -20 -21 -22 -7 27 30 26 -9 -18 -15 -24 -8
right_child=1 6 -4 -5 5 16 24 17 10 11 -12 12 13 28 -16 -17 23 -19 19 20 21 -23 29 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0021122685606746508 0.0013782735191747992 0.00064547405625893734 0.00078723891004007954 0.00084821742746294445 0.0013540749080270047 0.0016797930961205923 0.00096220590596192207 0.0017341060172609093 0.0021822659254228465 0.001931099654509177 0.0016176988285601208 0.002779406866189008 0.0024041345542985403 0.0024091470759024965 6.6954173511024311e-05 0.0021228977057818144 0.0024163790155207294 0.0022969061262204812 0.0029934702250689164 0.0021647636394056921 0.0028666426745049107 0.0024368573205732274 0.0023072144680157834 0.0025969838916429346 0.00072299554759136183 0.0016391303852676946 0.002273872412599175 0.0020204081665347122 0.0027612215607030356 0.001924819874123455 0.0012590776352573948
leaf_weight=56 57 68 92 64 99 54 64 52 100 83 58 69 160 67 55 470 52 63 52 82 58 433 58 52 52 52 58 73 66 53 61
leaf_count=56 57 68 92 64 99 54 64 52 100 83 58 69 160 67 55 470 52 63 52 82 58 433 58 52 52 52 58 73 66 53 61
internal_value=0 0.00110461 0.00139478 0.001595 0.0022425 0.00197049 0.000745645 0.00230835 0.00181713 0.00235048 0.00197524 0.00227138 0.00230528 0.00226236 0.000387067 0.00219438 0.00214883 0.00200934 0.00245671 0.00248752 0.00244154 0.0024877 0.00197947 0.00230652 0.000994631 0.0018973 0.00201902 0.00218541 0.00258412 0.00212494 0.00110736
internal_weight=0 671 371 279 2262 441 300 1821 215 1596 158 915 832 763 123 630 342 225 681 625 573 491 165 177 177 162 110 125 133 111 125
internal_count=2933 671 371 279 2262 441 300 1821 215 1596 158 915 832 763 123 630 342 225 681 625 573 491 165 177 177 162 110 125 133 111 125
is_linear=0
shrinkage=0.0032351


Tree=3183
num_leaves=17
num_cat=0
split_feature=4 9 15 13 1 15 1213 1212 13 2 4 15 1 43 43 2
split_gain=1.05333 1.47461 1.41797 1.41043 1.4374 0.765027 0.691253 0.554007 0.627124 0.871995 0.795665 0.834082 1.06088 0.693415 0.320497 0.183852
threshold=0.31392000000000003 -1.0000000180025095e-35 -0.047859999999999993 1.0000000180025095e-35 0.13941500000000004 -0.46772999999999992 -0.092079999999999981 -0.088864999999999986 0.11238500000000001 0.090020000000000017 -0.40515499999999993 0.098550000000000013 0.085960000000000023 -0.13915999999999998 -0.0062949999999999994 0.097110000000000016
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 14 -8 10 -10 15 13 -13 -12 -3 -9
right_child=2 6 -4 -5 -6 -7 7 8 9 -11 11 12 -14 -15 -16 -17
leaf_value=-0.0096578144302270942 0.0095402359430592585 0.016961621469430175 -0.013867975574566481 -0.010434809774703168 0.018144459912405732 -0.0042011389654382668 -0.0033604477079424676 0.017272779066424729 0.0074910475716196169 -0.0058840609031723763 0.012953021887845813 0.0061332987573147922 0.018030575617215622 0.0045725932153025941 0.0084405916700551926 0.010383756332560388
leaf_weight=53 58 65 53 55 62 88 58 52 79 90 90 178 102 1658 94 98
leaf_count=53 58 65 53 55 62 88 58 52 79 90 90 178 102 1658 94 98
internal_value=0 0.00567448 -1.03569e-06 0.00278967 0.0062913 0.00125097 0.0059918 0.00559878 0.0058206 0.00036234 0.00624368 0.00575984 0.0104708 0.00500465 0.0119303 0.0127786
internal_weight=0 2617 316 263 208 146 2564 2405 2347 169 2178 2028 280 1748 159 150
internal_count=2933 2617 316 263 208 146 2564 2405 2347 169 2178 2028 280 1748 159 150
is_linear=0
shrinkage=0.0929079


Tree=3184
num_leaves=26
num_cat=0
split_feature=1 3 123 4 14 13 4 12 13 9 1 1 42 13 481 1213 3 4 15 133 42 12 1 133 13
split_gain=49.9128 9.78395 5.7434 3.67048 2.8661 2.24889 2.23925 1.69146 1.37958 2.05799 1.40291 1.17699 1.15182 1.11217 1.01291 0.969478 0.968621 3.0974 0.940449 1.52311 0.499853 0.487636 0.383531 0.252273 0.199957
threshold=0.10398500000000001 -0.051469999999999995 1.0000000180025095e-35 0.31392000000000003 0.073890000000000011 1.0000000180025095e-35 0.053925000000000008 0.078120000000000009 -0.0042049999999999995 -0.080769999999999981 0.13074500000000003 0.11277000000000001 0.086435000000000012 -0.052719999999999996 -0.077329999999999996 -0.084749999999999978 -0.011629999999999998 -0.029404999999999997 -0.11124499999999998 0.047685000000000005 0.088630000000000014 -0.080929999999999988 0.11584000000000001 0.097995000000000013 -0.091559999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 6 8 7 16 9 -3 24 -10 14 20 -9 -16 -1 -18 -8 -20 -14 -12 -2 -21 -11
right_child=1 5 -4 -5 -6 -7 18 12 11 10 21 -13 13 -15 15 -17 17 -19 19 23 -22 -23 -24 -25 -26
leaf_value=0.0015650968666692301 0.0021375407288648485 0.0014114851669833391 0.0013723216277804866 0.0011123427806089292 0.0027851841577346283 0.00026071802701259486 0.0022838348989916431 0.0027298699565440855 0.00095365435974496143 0.0011101976134847077 0.00068222272000792959 0.001634958278867822 0.0020502677858494208 0.0018306795839306694 0.0026243804994867141 0.0022703773326219487 0.0025941773444124044 0.0016633397749134134 0.001496868539856694 0.0022193221047164939 0.002268802174648523 0.00025336066565541713 0.0018163544403430054 0.0019040338408873546 0.00082716025021397114
leaf_weight=52 82 55 89 75 88 53 55 65 55 56 53 52 151 93 92 775 68 84 93 55 445 59 79 57 52
leaf_count=52 82 55 89 75 88 53 55 65 55 56 53 52 151 93 92 775 68 84 93 55 445 59 79 57 52
internal_value=0 0.00117399 0.00217884 0.00170451 0.00221185 0.000886092 0.00218764 0.00222777 0.000972768 0.000851125 0.000710878 0.00128508 0.00226284 0.00216187 0.00233744 0.00230798 0.00194892 0.00207999 0.00190583 0.00180425 0.00221349 0.000456613 0.00198015 0.00205917 0.00097424
internal_weight=0 671 2262 236 2173 435 2085 1825 382 275 220 107 1621 689 932 867 204 152 260 205 596 112 161 112 108
internal_count=2933 671 2262 236 2173 435 2085 1825 382 275 220 107 1621 689 932 867 204 152 260 205 596 112 161 112 108
is_linear=0
shrinkage=0.0032351


Tree=3185
num_leaves=16
num_cat=0
split_feature=4 3 123 12 3 4 0 3 0 16 15 4 0 12 0
split_gain=50.5056 23.9179 10.5897 4.82977 3.11686 2.47316 5.85568 2.21714 2.35591 2.01688 4.88298 2.80259 0.777386 0.466649 0.300737
threshold=0.31392000000000003 0.11391500000000002 1.0000000180025095e-35 0.13332500000000003 0.28833000000000003 -0.47860499999999995 -0.036459999999999992 -0.13117499999999996 -0.09633499999999999 -0.53117499999999984 -0.41725999999999991 0.51395000000000002 -0.071879999999999986 0.088395000000000015 -0.14920999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 13 7 14 -9 -2 11 -11 -4 -1 -7
right_child=9 4 12 -5 -6 6 -8 8 -10 10 -12 -13 -14 -15 -16
leaf_value=0.0030472107365402297 0.0013489076461065013 0.0014538549367553201 0.0017567501549127032 0.001482353104812712 0.00048539915108607542 0.003039090963818832 0.0015923909669112383 0.0021676190475233238 0.0024635563730447548 0.0015054611140876701 2.266123295500193e-05 0.00068104130905679346 0.0012884328114038098 0.0026623828672728486 0.0027000821473283239
leaf_weight=64 95 67 71 53 62 56 82 311 1660 78 57 82 68 63 52
leaf_count=64 95 67 71 53 62 56 82 311 1660 78 57 82 68 63 52
internal_value=0 0.00229449 0.0023624 0.00241194 0.000988653 0.00243346 0.00240858 0.00244075 0.00241688 0.000970541 0.000804744 0.00108315 0.00152788 0.00285657 0.00287617
internal_weight=0 2609 2480 2341 129 2288 2161 2079 1971 312 217 160 139 127 108
internal_count=2921 2609 2480 2341 129 2288 2161 2079 1971 312 217 160 139 127 108
is_linear=0
shrinkage=0.00310948


Tree=3186
num_leaves=34
num_cat=0
split_feature=1 2 12 2 11 2 12 1 1 1 4 9 13 12 51 4 1212 4 2 2 4 4 2 1212 12 51 4 2 43 12 12 1 12
split_gain=73.3478 12.4272 12.0033 7.3092 3.16553 2.67164 2.05542 2.03424 1.66071 1.60288 2.21648 1.49614 1.22237 1.20997 1.03752 1.18478 1.00872 0.839732 0.737091 0.958605 0.670559 0.545825 0.484799 0.482133 0.565271 0.452522 0.433506 0.551882 0.4207 0.349728 0.298119 0.268381 0.231502
threshold=0.10398500000000001 0.14132000000000003 0.087255000000000013 0.098180000000000003 1.0000000180025095e-35 0.10796500000000002 0.083335000000000006 0.092485000000000026 0.11617500000000001 0.077375000000000013 -0.14595999999999995 -0.01257 -0.08811999999999999 0.090335000000000013 -0.032999999999999995 -0.000195 0.087685000000000013 -0.069819999999999979 0.10615500000000001 0.11771500000000001 0.020110000000000006 -0.081204999999999986 0.084305000000000005 0.093760000000000024 0.094730000000000023 0.0045000000000000014 0.15641500000000003 0.11666500000000002 -0.052849999999999994 0.085625000000000021 0.092395000000000019 0.121715 0.086815000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 6 8 7 14 -4 17 -11 -2 -3 16 -1 -16 22 -5 -13 -20 28 30 29 24 -23 -24 27 -22 -19 -8 -15 -21 -18
right_child=1 12 5 9 -6 -7 13 -9 -10 10 -12 18 -14 21 15 -17 32 20 19 31 26 23 25 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.001500162789927465 7.2198900134457371e-05 -0.00059709951508545836 0.0020899707957872287 0.0012869840792580601 0.0025705772424305224 0.00089109912012155768 0.0024763141941989736 0.0011745239049036165 0.0014089500985495845 0.0017012937909084646 0.00081175152141717375 0.00088441664749043579 5.0314154000493543e-05 0.0018990169484316114 0.0017564939281967369 0.0023399424095847201 0.0016558560281662211 0.0020794856607492681 0.00024556814025999241 0.00088382866034187257 0.0012359482865073013 0.0016797212557334738 0.0020601963805331981 0.0021414939797419568 0.0019421444033750216 0.0023824329520187831 0.0018405964433686607 0.0016912189140194764 0.0017232784761598157 0.0021899576221743782 0.002224188199585554 0.0005582427827172837 0.0019556200592261239
leaf_weight=59 62 54 74 52 101 52 65 57 77 56 62 83 70 52 85 65 53 70 79 52 53 186 489 52 166 52 52 61 73 164 76 56 61
leaf_count=59 62 54 74 52 101 52 65 57 77 56 62 83 70 52 85 65 53 70 79 52 53 186 489 52 166 52 52 61 73 164 76 56 61
internal_value=0 0.000691211 0.000905102 0.00191777 0.00201316 0.00152489 0.00197967 0.00171789 0.00174292 0.00156265 0.0012342 0.000526029 -0.000231346 0.00202882 0.00186592 0.00200955 0.00210256 0.00166992 0.000630114 0.000517057 0.00173425 0.00190622 0.00214486 0.00184716 0.00180358 0.00209123 0.00159307 0.00147986 0.00189789 0.00227139 0.00209236 0.000715326 0.00181656
internal_weight=0 659 535 2262 1783 203 1682 266 151 479 118 332 124 1416 209 150 884 361 270 187 309 532 770 404 352 541 166 114 143 229 128 108 114
internal_count=2921 659 535 2262 1783 203 1682 266 151 479 118 332 124 1416 209 150 884 361 270 187 309 532 770 404 352 541 166 114 143 229 128 108 114
is_linear=0
shrinkage=0.0032351


Tree=3187
num_leaves=22
num_cat=0
split_feature=2 1 155 15 4 2 151 4 15 15 51 4 43 1212 51 4 2 4 4 151 15
split_gain=2.15855 0.991886 1.04587 1.88314 1.65219 0.716325 0.710631 0.678129 0.677928 0.856201 0.627721 0.607562 0.569218 0.481596 0.478796 0.373199 0.750399 0.412511 0.287767 0.588513 0.192296
threshold=0.098180000000000003 0.077375000000000013 0.11860500000000002 -0.024929999999999997 -0.14088999999999999 0.096780000000000019 -0.15136499999999997 0.016670000000000001 -0.42075999999999997 -0.15300999999999995 0.10072000000000002 -0.27577999999999997 -0.10042499999999999 0.041590000000000009 0.13605000000000003 -0.052619999999999993 0.11657500000000001 0.020110000000000006 0.50541500000000006 -1.0000000180025095e-35 -0.46483499999999994
decision_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 12 3 7 -5 6 -1 -3 -8 -10 11 -11 -2 -13 -12 -14 17 -17 19 -9 -20
right_child=1 2 -4 4 -6 -7 8 18 9 10 14 13 15 -15 -16 16 -18 -19 20 -21 -22
leaf_value=-0.0015831393230091952 0.015701901689304014 -0.0043274093003531728 0.012443496596699249 0.00041928520117904779 -0.02168399567126383 0.018771659437271875 -0.00087933425170177569 0.0007201809040793118 0.018008051285910681 0.018674278829050279 -0.0032204998575811996 0.0092566680469988883 -0.00046018735205531614 0.0048867926604716184 0.0084920627696105037 0.0087948800339602128 0.014183670865385037 -0.0010232757726928632 0.0052693332036928466 0.013002697966794626 -0.0025650618612619268
leaf_weight=62 52 94 55 55 62 57 64 59 84 53 68 1345 76 261 54 64 82 87 54 79 54
leaf_count=62 52 94 55 55 62 57 64 59 84 53 68 1345 76 261 54 64 82 87 54 79 54
internal_value=0 0.00296955 0.000337881 -0.00111686 -0.0112851 0.00848887 0.00819398 0.00237929 0.00850874 0.00883144 0.00839807 0.00887124 0.00669926 0.00854711 0.00195562 0.00518104 0.00702536 0.00313149 0.00494604 0.00775866 0.00134295
internal_weight=0 873 512 457 117 2048 1991 340 1929 1865 1781 1659 361 1606 122 309 233 151 246 138 108
internal_count=2921 873 512 457 117 2048 1991 340 1929 1865 1781 1659 361 1606 122 309 233 151 246 138 108
is_linear=0
shrinkage=0.0929079


Tree=3188
num_leaves=24
num_cat=0
split_feature=3 15 2 3 49 3 3 3 2 43 15 34 3 48 3 2 123 12 3 2 3 2 1
split_gain=1.60647 2.01919 0.877335 0.887641 0.795465 0.671761 0.65518 1.97803 0.913154 0.609149 0.617492 0.894737 0.751631 0.672726 0.464982 0.453004 0.464379 0.990969 0.411925 0.570079 0.390538 0.357209 0.0815629
threshold=0.11269500000000002 -0.018024999999999996 0.098180000000000003 -0.12711499999999995 -0.10705999999999997 -0.15327499999999997 -0.08867499999999999 -0.13827999999999999 0.11543500000000002 0.065040000000000014 -0.10192499999999999 -0.016844999999999995 -0.005644999999999999 0.093565000000000023 -1.0000000180025095e-35 0.10301500000000001 0.085575000000000012 1.0000000180025095e-35 -0.059315 0.11917500000000002 0.28833000000000003 0.089545000000000013 0.088860000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 20 3 5 -5 -1 7 8 -4 10 12 -12 13 -6 -13 -8 17 -17 19 -19 -2 22 -11
right_child=1 -3 6 4 9 -7 15 -9 -10 21 11 14 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24
leaf_value=0.01044995760890681 0.010202950546911409 -0.018440046690870994 0.01282641922785204 -0.0045053435934464111 0.015805884068327402 0.025072440217857605 -0.00082144751644760126 -0.018925881437493897 -0.0052432833860886346 0.0087740515308381041 0.023942708912325063 0.008789983950935552 -0.0078404705414232591 -0.0011264690953981637 0.016665377903809696 0.020716698296699008 0.00067237135018842454 0.0046462798460762175 -0.001893545960731006 0.018677293597265665 -0.00036302900507687274 -0.0046759005396398599 0.0028441393398653042
leaf_weight=91 78 66 87 60 62 68 88 56 57 59 54 1286 55 54 100 79 84 115 57 52 96 60 57
leaf_count=91 78 66 87 60 62 68 88 56 57 59 54 1286 55 54 100 79 84 115 57 52 96 60 57
internal_value=0 -0.00190027 0.00757792 0.00874358 0.00805705 0.0167111 0.004112 -0.00121409 0.0056656 0.0084795 0.00915733 0.00990676 0.00283941 0.00791336 0.00935905 0.00635706 0.00799245 0.0100179 0.00623933 0.00902232 0.00436663 0.00226836 0.00587043
internal_weight=0 240 2681 2006 1847 159 675 200 144 1787 1611 1440 171 116 1386 475 387 303 224 167 174 176 116
internal_count=2921 240 2681 2006 1847 159 675 200 144 1787 1611 1440 171 116 1386 475 387 303 224 167 174 176 116
is_linear=0
shrinkage=0.111034


Tree=3189
num_leaves=12
num_cat=0
split_feature=34 30 10 41 1453 49 9 15 15 150 52
split_gain=0.990916 1.51659 1.07809 0.836762 0.548735 0.510765 0.533127 0.50641 0.46325 0.501362 0.426664
threshold=-0.085489999999999997 0.083930000000000018 -0.088499999999999981 0.093830000000000011 -0.057839999999999996 -0.079769999999999994 0.082325000000000023 -0.43091499999999999 -0.089604999999999976 0.083205000000000015 0.042815000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 10 8 7 -7 -6 -10 -4
right_child=1 -3 3 -5 5 6 -8 -9 9 -11 -12
leaf_value=0.017095842178623956 -0.0069933026794850349 -0.011298352175674039 0.0036303297671291136 0.016537081233612763 -0.0067872491702384158 -0.0017714347626864172 0.014270392255415586 0.0056302726453819436 -0.0033512459000489426 0.0086831434267365566 -0.0078056677400289752
leaf_weight=58 67 53 67 57 56 86 62 2236 54 73 52
leaf_count=58 67 53 67 57 56 86 62 2236 54 73 52
internal_value=0 0.0045774 0.00487719 0.00516751 0.00492586 0.00521758 0.00558797 0.0053557 0.000386846 0.00355819 -0.00135841
internal_weight=0 2863 2810 2743 2686 2567 2384 2322 183 127 119
internal_count=2921 2863 2810 2743 2686 2567 2384 2322 183 127 119
is_linear=0
shrinkage=0.0947661


Tree=3190
num_leaves=27
num_cat=0
split_feature=4 15 39 4 1375 0 51 15 12 12 160 4 4 12 1212 0 51 12 3 3 51 1375 159 4 403 133
split_gain=1.82539 1.13881 1.48437 0.714891 0.639311 0.674429 0.973061 0.917311 1.20908 0.866153 0.766602 0.722414 1.03141 3.05106 0.969049 0.926108 0.563098 0.540067 0.53089 0.534312 0.424257 0.406198 0.375119 0.35007 0.230906 0.161137
threshold=0.40052000000000004 -0.43091499999999999 0.082115000000000007 0.5567700000000001 -0.10702499999999998 -0.079249999999999987 -0.14596499999999998 0.039965000000000007 0.090400000000000022 0.094115000000000018 -0.14079499999999998 -0.085189999999999974 -0.018964999999999999 0.084130000000000024 -0.0049949999999999986 -0.087359999999999979 -0.40775499999999992 0.085760000000000017 -0.026279999999999998 -0.0048549999999999991 -0.091829999999999981 0.060690000000000008 0.024100000000000003 -0.091059999999999988 -0.072664999999999993 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 2 2 2
left_child=4 3 -3 -2 -1 6 -6 10 -9 -10 -7 17 13 -13 -15 21 -12 -8 20 -20 -18 -14 -17 -19 -11 -26
right_child=1 2 -4 -5 5 7 11 8 9 24 16 12 15 14 -16 22 18 23 19 -21 -22 -23 -24 -25 25 -27
leaf_value=-0.0056575648831019738 0.010411438655960354 -0.018908761509825511 0.0038285362891668996 -0.0051404422492787863 0.021009789613285958 -0.01135457706603301 0.017814412258024982 0.019320533196708779 -0.0058491497692840008 0.012655158738545714 0.0097003837798692698 -0.01960002409460946 0.0061128427288454027 0.014739842035135715 0.0018395749566376695 0.010848699037255135 -0.0045849777869306713 0.0003364632548997987 -0.014348374774495194 -0.00070721110823485079 0.0049432008532501806 -0.0034660656309249234 0.021611430664060165 0.011530349022514217 0.0079727252576140203 0.0012880108246135058
leaf_weight=69 70 98 52 70 52 63 94 74 81 66 81 73 535 87 335 136 74 55 52 99 219 58 54 84 99 76
leaf_count=69 70 98 52 70 52 63 94 74 81 66 81 73 535 87 335 136 74 55 52 99 219 58 54 84 99 76
internal_value=0 -0.00442704 -0.0110188 0.0026272 0.00467363 0.00495397 0.00636001 0.00271941 0.00676942 0.0038814 -6.16705e-06 0.00585508 0.00483719 0.000945095 0.00450186 0.00729622 0.00135343 0.0114332 -0.000166709 -0.00541253 0.0025328 0.00517399 0.0139137 0.00710947 0.00715665 0.00507629
internal_weight=0 290 150 140 2616 2547 1563 984 396 322 588 1511 1278 495 422 783 525 233 444 151 293 593 190 139 241 175
internal_count=2906 290 150 140 2616 2547 1563 984 396 322 588 1511 1278 495 422 783 525 233 444 151 293 593 190 139 241 175
is_linear=0
shrinkage=0.108856


Tree=3191
num_leaves=11
num_cat=0
split_feature=1 1348 1456 158 1452 16 48 157 43 8
split_gain=1.72124 0.767924 0.641771 0.609133 0.67393 0.420068 0.917392 0.700055 0.977036 0.668624
threshold=0.15720500000000001 0.084895000000000012 0.089915000000000009 -0.45783499999999994 0.08790000000000002 0.0048000000000000013 0.11521500000000003 -0.081374999999999989 -0.085504999999999984 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 9 -7 -9 -5
right_child=-2 -3 -4 4 -6 7 -8 8 -10 -11
leaf_value=-0.0076913295806740811 -0.018207607204953544 -0.010204239563522406 -0.0052225358480828959 0.0051838346761379538 0.017141550945606362 -0.0077176413863148984 0.018537491528487895 0.011824260234526764 0.00019006865538036415 -0.0084998678016039875
leaf_weight=58 52 55 102 1838 62 96 73 145 372 53
leaf_count=58 52 55 102 1838 62 96 73 145 372 53
internal_value=0 0.00385299 0.00412967 0.00448384 0.00475192 0.00445334 0.00531091 0.00170364 0.00345552 0.00479964
internal_weight=0 2854 2799 2697 2639 2577 1964 613 517 1891
internal_count=2906 2854 2799 2697 2639 2577 1964 613 517 1891
is_linear=0
shrinkage=0.120186


Tree=3192
num_leaves=28
num_cat=0
split_feature=1 2 12 12 1 3 12 2 12 1 16 11 15 15 1 2 16 3 15 3 52 2 1 133 52 49 15
split_gain=111.562 14.7257 11.9693 11.189 5.56482 5.25484 3.47202 3.35093 2.77212 2.30531 2.23332 2.17888 2.14689 2.09933 2.05191 1.50424 2.27731 1.17238 0.746148 0.845593 1.13941 0.698272 0.680252 0.598054 0.58565 0.324731 0.282033
threshold=0.10910500000000002 0.14253500000000002 0.056995000000000011 0.085075000000000026 0.092755000000000018 -0.005644999999999999 0.091290000000000024 -1.0000000180025095e-35 0.098785000000000012 0.090300000000000005 -0.23389999999999997 1.0000000180025095e-35 -0.10114499999999998 -0.077474999999999988 0.14039500000000002 0.094905000000000017 -0.013049999999999997 -0.069414999999999991 0.11556000000000001 -0.13392999999999997 0.0030150000000000008 0.091290000000000024 0.11925000000000001 -1.0000000180025095e-35 0.11667000000000001 0.091160000000000005 -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 2 2 2
left_child=2 3 4 7 12 -6 9 -2 -5 11 -8 21 -1 22 -3 16 -14 18 19 -12 -21 24 -9 -19 25 -4 -23
right_child=1 14 6 8 5 -7 10 13 -10 -11 17 -13 15 -15 -16 -17 -18 23 -20 20 -22 26 -24 -25 -26 -27 -28
leaf_value=0.010565475257661385 0.0078464077091125982 0.0080063803249403511 0.010479636862969821 0.010134680246098435 0.0085395034924530214 0.0097035243450371671 0.0095369049046923615 0.008630435385967028 0.0091785980197946117 0.0098510385125062019 0.010607288091862671 0.011039646987571993 0.0095355981861689493 0.0091266909206072239 0.0071524536138365289 0.0094525857075791024 0.010453188204057403 0.01016580041737216 0.009867721844310038 0.010080584941247972 0.010417104888258763 0.010351828961639846 0.0081065800186679044 0.0097000810669673945 0.010087773568054721 0.010193155723368227 0.0099897790655203156
leaf_weight=55 82 55 742 56 74 101 69 62 85 80 75 64 54 67 73 78 69 55 61 288 194 52 55 84 55 56 65
leaf_count=55 82 55 742 56 74 101 69 62 85 80 75 64 54 67 73 78 69 55 61 288 194 52 55 84 55 56 65
internal_value=0 0.00849774 0.0101664 0.00880526 0.00966764 0.00921151 0.0102772 0.00840582 0.00955857 0.0103986 0.0101135 0.0104409 0.0099793 0.00865493 0.00751965 0.00981873 0.0100506 0.0101661 0.0102293 0.0102688 0.0102161 0.0104013 0.00838448 0.00988461 0.0104356 0.0104596 0.010151
internal_weight=0 535 2371 407 431 175 1940 266 141 1114 826 1034 256 184 128 201 123 757 618 557 482 970 117 139 853 798 117
internal_count=2906 535 2371 407 431 175 1940 266 141 1114 826 1034 256 184 128 201 123 757 618 557 482 970 117 139 853 798 117
is_linear=0
shrinkage=0.0032998


Tree=3193
num_leaves=26
num_cat=0
split_feature=4 131 16 15 13 16 52 4 12 49 12 52 4 12 4 4 51 51 0 403 1211 49 49 42 4
split_gain=1.45694 0.932365 0.971105 1.04654 0.74946 0.819523 1.41449 2.34979 0.863841 0.77552 0.885924 0.855499 0.752537 0.738439 0.768501 0.687878 0.649396 0.431031 0.4141 0.346159 0.318074 0.368664 0.315454 0.286111 0.214934
threshold=0.40052000000000004 0.087580000000000005 -0.15190499999999998 -0.14151499999999997 -0.16392499999999996 -0.066844999999999988 0.0035300000000000006 -0.019794999999999997 0.085785000000000014 -0.00025999999999999992 -1.0000000180025095e-35 -0.0083399999999999985 -0.39175499999999991 0.089165000000000008 -0.033649999999999992 0.5567700000000001 0.11917000000000001 0.096685000000000007 -0.108275 -0.53379499999999991 0.10373 -0.067844999999999989 -0.081404999999999991 0.08845500000000002 -0.06773499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 15 18 16 9 8 -8 13 -11 12 -12 14 -7 -2 17 19 -1 -6 21 -21 -16 -10 -25
right_child=1 -3 -4 -5 5 6 7 -9 23 10 11 -13 -14 -15 22 -17 -18 -19 -20 20 -22 -23 -24 24 -26
leaf_value=0.0063307027291539938 0.013303014787019257 0.013740993105813958 -0.015341008345812514 -0.011050666966815205 0.0035266133465641342 0.02758943622078544 0.017839879760675043 -0.013614274811733402 -0.0036077774815828109 -0.0031023262770820698 0.01516391375584719 0.017741770976572594 0.0047337544007344636 0.0027680872267334127 0.0071450628067115229 -0.0028866470270699556 0.022431076860797559 0.0017537658837547092 -0.0067457875599052693 0.0054740807822424402 0.0040033278226910855 0.012873489401837458 0.016300908655909326 0.00085668953321699746 0.010050028250889053
leaf_weight=60 77 52 53 56 67 56 62 93 55 86 103 103 405 59 69 52 58 62 55 89 61 822 129 56 66
leaf_count=60 77 52 53 56 67 56 62 93 55 86 103 103 405 59 69 52 58 62 55 89 61 822 129 56 66
internal_value=0 0.000532838 -0.00234809 0.00136792 0.00866926 0.00906436 0.00723068 0.00106263 0.00677859 0.00925705 0.00723216 0.00868868 0.00685082 0.0137624 0.0163117 0.00676794 0.0111866 0.0105932 6.66239e-05 0.0111195 0.0116417 0.0121519 0.0131161 0.00289745 0.00583966
internal_weight=0 290 238 185 2616 2501 1342 332 239 1010 697 611 508 313 254 129 1159 1101 115 1039 972 911 198 177 122
internal_count=2906 290 238 185 2616 2501 1342 332 239 1010 697 611 508 313 254 129 1159 1101 115 1039 972 911 198 177 122
is_linear=0
shrinkage=0.108856


Tree=3194
num_leaves=25
num_cat=0
split_feature=1 1 0 2 0 3 2 2 3 42 3 0 42 3 13 0 16 474 2 0 2 13 475 0
split_gain=26.1684 7.33464 3.20131 2.48543 2.44076 2.35136 2.48975 3.01822 1.94149 1.24968 1.13073 1.26581 0.915983 1.24527 0.984039 0.753499 0.827295 0.883065 0.597744 2.00007 0.530693 0.511001 0.407735 0.212708
threshold=0.11690500000000002 0.090485000000000024 -0.13165999999999997 -0.0098549999999999974 -0.068419999999999995 0.28833000000000003 -1.0000000180025095e-35 0.123795 0.081495000000000012 0.09901500000000002 -0.0045699999999999985 -0.23043999999999995 0.09087000000000002 -0.088484999999999994 -0.080624999999999988 -0.13165999999999997 0.26768500000000006 0.085165000000000018 0.098655000000000007 -0.037444999999999992 0.088375000000000023 -0.043279999999999992 -0.085359999999999978 -0.072924999999999976
decision_type=2 2 2 2 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 -4 8 6 -2 -8 15 -9 -3 -12 13 -5 -15 -1 17 22 -6 21 -19 -20 -17 -14
right_child=5 2 3 12 18 -7 7 9 -10 -11 11 -13 23 14 -16 16 -18 20 19 -21 -22 -23 -24 -25
leaf_value=0.0025223745210536845 0.00072086592909489336 0.0010202568298714593 0.0014142881966173141 0.0018561801917419297 0.002100124639509086 0.00069673992114151868 0.0019230294339966565 0.0014201505488628937 0.0016936693919831611 0.00079764320547666737 0.0012087202323753392 0.0018985282713277923 0.0019161729706265046 0.0019840556646075272 0.002522964280151994 0.0019412098441920615 0.0018649531861475021 0.0022718962244447764 0.0018306707307589824 0.0013042360967132865 0.0027088400246638262 0.002253396726137261 0.0022313949228974458 0.0016716126151983619
leaf_weight=99 62 57 89 103 99 90 88 80 70 59 52 61 102 58 95 55 64 55 68 61 66 56 1153 64
leaf_count=99 62 57 89 103 99 90 88 80 70 59 52 61 102 58 95 55 64 55 68 61 66 56 1153 64
internal_value=0 0.00206601 0.00177877 0.00190689 0.00217195 0.00115419 0.00129653 0.00145361 0.00222224 0.00115617 0.00139346 0.0015814 0.0020107 0.00213286 0.0023189 0.00224702 0.00222742 0.00224485 0.00189525 0.00178542 0.00251051 0.00202186 0.00221821 0.00182209
internal_weight=0 2527 681 511 1846 379 289 227 1562 139 170 113 422 256 153 1492 1393 1329 284 185 121 124 1208 166
internal_count=2906 2527 681 511 1846 379 289 227 1562 139 170 113 422 256 153 1492 1393 1329 284 185 121 124 1208 166
is_linear=0
shrinkage=0.0032351


Tree=3195
num_leaves=33
num_cat=0
split_feature=1 52 1 12 12 43 2 16 52 1 12 1 15 15 0 15 1 1 12 12 16 2 15 16 1429 15 13 12 401 12 0 43
split_gain=52.1215 11.6347 6.08721 6.58916 4.41864 3.64404 3.04577 2.15565 2.30134 1.80057 1.73452 1.78331 1.73699 1.81493 1.562 2.9543 1.02523 1.07264 0.82737 0.9966 0.800258 0.796116 0.732508 0.719919 0.669569 0.597343 0.785231 0.57183 0.551755 0.537825 0.44851 0.560895
threshold=0.10471000000000001 -0.40011499999999994 0.13074500000000003 0.089585000000000012 0.056995000000000011 -0.077614999999999976 0.12336000000000001 -0.38959499999999997 -0.054584999999999995 0.092845000000000025 0.090285000000000018 0.090195000000000011 -0.032144999999999993 -0.074729999999999977 -0.10185499999999999 -0.098139999999999991 0.11869500000000001 0.11189500000000001 0.084065000000000015 0.083335000000000006 -0.04040499999999999 0.087405000000000024 -0.10646499999999999 0.26768500000000006 0.084895000000000012 0.096995000000000012 -0.065539999999999987 0.10061500000000002 0.086390000000000008 0.094600000000000004 -0.082174999999999984 -0.037954999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 16 5 9 10 -4 -9 -1 11 18 13 20 15 -7 17 -3 19 -6 22 28 -12 -16 -23 30 29 -5 -20 -27 -14 -32
right_child=1 2 7 27 6 14 -8 8 -10 -11 12 -13 25 -15 23 -17 -18 -19 21 -21 -22 24 -24 -25 -26 26 -28 -29 -30 -31 31 -33
leaf_value=0.0022410776264290338 0.0028413568155906382 0.0012885263104921328 0.00065055863788992011 0.0026444351199403217 0.0027997778388130982 0.0028981808882590039 0.0019847901242356376 0.00088218116614028122 0.001808857472024895 0.0013861656999095702 0.0027221937076081651 0.0022368901390659502 0.0030964146212198746 0.0020193631928036265 0.0030195939497882447 0.0019109460840809201 0.0010495055686881938 0.0018021594676997748 0.0028556900857138897 0.0032928715252924755 0.0028707607972308109 0.0026293560652009941 0.0022110236977938794 0.0025119237156654116 0.0030143928488340571 0.0025290337724280954 0.0023230906691548525 0.0021508241268001741 0.0031692007993642424 0.0029801604398325804 0.0026107619575977282 0.0029182163766878523
leaf_weight=54 72 93 102 52 85 54 60 64 54 54 55 53 58 87 72 86 65 86 402 98 73 292 72 55 61 58 74 53 75 61 129 138
leaf_count=54 72 93 102 52 85 54 60 64 54 54 55 53 58 87 72 86 65 86 402 98 73 292 72 55 61 58 74 53 75 61 129 138
internal_value=0 0.0015911 0.00143283 0.00170396 0.00265498 0.00232655 0.00271874 0.00100257 0.00130655 0.00181395 0.00274226 0.00283 0.00262604 0.00241906 0.00253377 0.00229199 0.00140618 0.0015355 0.00286099 0.00306403 0.00259275 0.00281618 0.00243267 0.00280001 0.00269599 0.00274064 0.00259302 0.00239561 0.00290506 0.00276058 0.0028282 0.0027698
internal_weight=0 641 569 349 2306 375 1931 220 118 108 1871 1066 805 287 267 140 244 179 1013 183 200 830 127 127 353 518 193 105 477 119 325 267
internal_count=2947 641 569 349 2306 375 1931 220 118 108 1871 1066 805 287 267 140 244 179 1013 183 200 830 127 127 353 518 193 105 477 119 325 267
is_linear=0
shrinkage=0.0032998


Tree=3196
num_leaves=27
num_cat=0
split_feature=2 2 52 2 0 16 0 39 52 14 0 16 2 42 42 16 2 2 42 52 159 15 15 15 15 2
split_gain=22.8101 18.3788 6.5634 4.47787 5.14551 4.34113 4.92096 3.42846 3.03888 2.573 2.57337 2.56287 1.89806 1.56515 1.35027 1.26237 1.22923 1.05308 0.951899 0.870395 0.742007 0.417711 1.72769 0.671735 0.345676 0.46247
threshold=0.11366500000000002 -1.0000000180025095e-35 -0.41694999999999993 0.095850000000000005 -0.13955999999999996 -0.059289999999999995 -0.055084999999999988 0.098380000000000009 -0.069059999999999996 0.073890000000000011 -0.11073999999999999 -0.40885499999999991 0.086825000000000013 0.093535000000000021 0.086435000000000012 -0.088824999999999987 0.14132000000000003 0.091235000000000024 -0.04034999999999999 0.087790000000000021 -0.022294999999999995 -0.015824999999999995 -0.068309999999999996 0.085095000000000018 -0.040769999999999994 0.10449000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 9 15 -1 -7 8 -4 10 12 -10 -3 18 17 -5 19 20 -6 -13 -12 22 -16 -23 -20 -26
right_child=2 3 7 4 13 6 -8 -9 11 -11 14 16 -14 -15 21 -17 -18 -19 24 -21 -22 23 -24 -25 25 -27
leaf_value=0.0006804532989673444 0.002336182749624635 0.0013678911223984052 0.00070160456652516487 0.0016607102956713977 0.0019609806133786653 0.0023285578767515787 0.00091116808960567115 0.0005425122232573438 0.0010596825387608028 0.0028716052789763439 0.002706500792916176 0.0016213018408035035 0.0021700167104595843 0.0017238318622951464 0.0022875124719631264 0.00094122529177184547 0.001352960983588742 0.002052873286321864 0.0021310731104933769 0.0021973809426776353 0.0023873941457899636 0.0025195977767342899 0.0016673664594410464 0.0021851358079491719 0.0022183539835520056 0.0026022400026034088
leaf_weight=99 63 58 68 52 103 55 52 73 102 79 92 56 73 90 137 55 66 94 57 60 679 81 77 381 61 84
leaf_count=99 63 58 68 52 103 55 52 73 102 79 92 56 73 90 137 55 66 94 57 60 679 81 77 381 61 84
internal_value=0 0.00212287 0.00134164 0.00220915 0.00193395 0.00117906 0.00164006 0.00119414 0.00132917 0.00228803 0.00226043 0.00147931 0.00181515 0.00210796 0.00229826 0.00129121 0.00171429 0.00238506 0.0022212 0.00191958 0.00242552 0.00218714 0.00206454 0.00224385 0.00235371 0.00244099
internal_weight=0 2459 488 2253 502 206 107 425 352 1751 1672 284 131 395 1541 107 182 865 305 116 771 676 214 462 202 145
internal_count=2947 2459 488 2253 502 206 107 425 352 1751 1672 284 131 395 1541 107 182 865 305 116 771 676 214 462 202 145
is_linear=0
shrinkage=0.0032998


Tree=3197
num_leaves=30
num_cat=0
split_feature=1 1 12 12 52 12 16 52 52 1 52 49 16 52 1 41 16 16 1 12 1446 52 484 52 16 1 1 483 52
split_gain=56.5692 7.45918 7.44383 4.73242 3.72566 3.30843 2.98535 2.22282 1.88762 1.82685 2.3598 1.7528 2.4145 1.61698 1.51186 1.11106 1.08422 0.914712 1.42915 0.811483 0.611046 0.560531 0.488392 0.472206 0.461393 0.979939 0.502599 0.439323 0.344227
threshold=0.10921500000000002 0.13074500000000003 0.085075000000000026 0.056995000000000011 0.08321000000000002 0.090285000000000018 -0.40430999999999989 -0.092084999999999986 -0.22711499999999998 0.095085000000000017 -0.065394999999999995 1.0000000180025095e-35 -0.16956499999999999 -0.049669999999999999 0.090195000000000011 0.075585000000000013 0.035560000000000008 -0.0020399999999999997 0.11417500000000001 0.098785000000000012 0.084275000000000017 -0.0014699999999999997 -0.066844999999999988 0.087790000000000021 -0.073554999999999995 0.081540000000000015 0.090650000000000022 0.087440000000000004 0.093130000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 7 14 -3 8 -1 10 -9 12 -7 -8 15 20 -13 18 -2 -4 23 -22 -14 27 26 -26 -24 -5 -25
right_child=1 6 19 5 -6 11 13 9 -10 -11 -12 16 22 -15 -16 -17 -18 -19 -20 -21 21 -23 24 28 25 -27 -28 -29 -30
leaf_value=0.0019060379371128597 0.0013713079766548225 0.0003363633861124363 0.0024466022346783509 0.0026015110621183772 0.0027582454206660674 0.0016950478675677215 0.00077683726134649832 0.0014350220514598166 0.0027391047748202054 0.0014255492198593327 0.0022946800409655737 0.0022619255529707852 0.002704325162676022 0.0015067077765508945 0.0020647690067237901 0.0030343447747934868 0.001783799350701882 0.0014897520165939829 0.00069017811222960512 0.001909198846072786 0.0025424546129160959 0.0029870435308683952 0.0025773478319251492 0.0022057810149550268 0.002151620181065263 0.002499776145395666 0.0022137565842741311 0.0023284529173356445 0.0024993218848830233
leaf_weight=60 57 98 57 580 68 52 76 52 55 102 95 101 60 55 62 56 100 53 75 63 58 65 196 73 183 162 52 72 109
leaf_count=60 57 98 57 580 68 52 76 52 55 102 95 101 60 55 62 56 100 53 75 63 58 65 196 73 183 162 52 72 109
internal_value=0 0.0012055 0.00153691 0.00236928 0.00206196 0.00243628 0.000763936 0.00193179 0.00230476 0.0017594 0.00199082 0.0022919 0.00236817 0.00108354 0.00255793 0.00258808 0.00202422 0.00112948 0.000984564 0.00216475 0.00256193 0.00277768 0.00242172 0.00253007 0.00239307 0.0023152 0.00250125 0.00257141 0.00238177
internal_weight=0 534 305 2413 432 1981 229 364 115 249 147 906 705 131 1075 1013 201 185 132 120 957 123 653 834 593 345 248 652 182
internal_count=2947 534 305 2413 432 1981 229 364 115 249 147 906 705 131 1075 1013 201 185 132 120 957 123 653 834 593 345 248 652 182
is_linear=0
shrinkage=0.0032351


Tree=3198
num_leaves=16
num_cat=0
split_feature=8 48 148 12 12 151 484 150 43 457 52 41 11 51 13
split_gain=1.14107 1.05868 1.03851 0.946973 1.49908 0.903745 1.1347 1.2046 1.10413 0.953795 0.79456 0.752497 0.917132 0.603161 0.265272
threshold=0.084325000000000011 -0.078904999999999989 -0.067364999999999994 0.083175000000000013 0.084065000000000015 -0.064619999999999983 0.087020000000000014 0.094620000000000024 -0.073404999999999984 0.048870000000000004 -0.0064899999999999992 0.077915000000000012 0.077905000000000016 0.046060000000000011 -0.085784999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 5 14 9 7 8 -7 -4 -1 12 13 -6 -5
right_child=-2 2 3 4 11 6 -8 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.010429894108843409 -0.0045289349096452047 0.027588433041899806 0.0062331431257658613 0.020996703017274125 0.011889138540495885 0.0023057345605670722 -0.0056228102357609592 -0.0079756460746967274 0.014665292167346296 0.02650831896226933 -0.0087672342959151019 0.00035883322508778513 0.024891363973831921 0.018977911429235255 0.032791824584191172
leaf_weight=63 58 63 58 52 1518 147 88 53 318 73 57 65 90 188 56
leaf_count=63 58 63 58 52 1518 147 88 53 318 73 57 65 90 188 56
internal_value=0 0.0121476 0.0126172 0.0122682 0.0136179 0.00866062 0.00673883 0.00884131 0.0107608 0.0175411 0.00130078 0.0128334 0.0132841 0.0126711 0.0271243
internal_weight=0 2889 2769 2706 1969 737 606 518 465 131 120 1861 1796 1706 108
internal_count=2947 2889 2769 2706 1969 737 606 518 465 131 120 1861 1796 1706 108
is_linear=0
shrinkage=0.11783


Tree=3199
num_leaves=16
num_cat=0
split_feature=9 9 2 0 4 1443 1453 1203 13 50 41 52 0 52 2
split_gain=1.35598 0.66335 0.958004 2.14579 0.76483 0.822935 1.08865 0.655287 0.655007 0.558483 0.496344 0.472228 0.431761 0.550024 0.378636
threshold=0.093040000000000012 -0.085474999999999982 -0.0098549999999999974 -0.072374999999999981 0.010535000000000001 0.084285000000000013 -0.077554999999999985 0.085395000000000013 -0.010424999999999999 0.11875500000000001 0.07677500000000001 -0.036309999999999988 -0.15127999999999997 -1.0000000180025095e-35 0.12623500000000001
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 9 10 -8 11 -6 -10 -14 -13
right_child=-2 2 4 -5 8 -7 7 -9 12 -11 -12 14 13 -15 -16
leaf_value=0.022798584784874044 -0.00848709324614896 0.015088449306415867 0.026978876509484943 -0.017787891306549095 -0.0043547935498619425 -0.0027947046565528367 0.011204692656934911 0.020641532059540668 0.0049815360868096393 0.0028778083028871359 0.014234087914106715 0.0074947716545438288 0.023145801674926511 0.0093826311500045407 -0.0024652756691457165
leaf_weight=53 54 54 60 52 99 54 1739 93 89 115 55 201 66 95 68
leaf_count=53 54 54 60 52 99 54 1739 93 89 115 55 201 66 95 68
internal_value=0 0.00997643 0.00973671 -0.00102793 0.0101545 0.0112595 0.0116383 0.0111649 0.00676873 0.0106889 0.00399368 0.00245984 0.0114592 0.0150323 0.00497241
internal_weight=0 2893 2840 106 2734 2061 2007 1947 673 1854 423 368 250 161 269
internal_count=2947 2893 2840 106 2734 2061 2007 1947 673 1854 423 368 250 161 269
is_linear=0
shrinkage=0.115519


Tree=3200
num_leaves=13
num_cat=0
split_feature=160 10 43 14 1375 457 12 43 14 49 1212 12
split_gain=2.0798 1.2621 0.813828 0.57774 0.531764 0.696607 0.619354 1.41578 0.999375 0.852712 0.346454 0.139035
threshold=-0.54243999999999992 -1.0000000180025095e-35 -0.085154999999999995 0.076450000000000004 -0.086529999999999982 0.095420000000000019 0.084130000000000024 -0.11113499999999998 -0.13131999999999996 -0.06017999999999999 -0.42015499999999995 -0.083979999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 7 -6 -9 -8 -11 -4
right_child=1 3 11 -5 5 -7 9 8 -10 10 -12 -13
leaf_value=0.022502612395375411 -0.011525056746030828 0.014616395986989101 0.0066329334133575484 0.015089633982861549 0.01717485734550345 0.017379325901531982 -0.001300659405065219 0.011991145008502726 0.001028897958229244 0.00018093858413533486 0.0079985887490883253 -0.00041814667684478767
leaf_weight=78 54 78 52 80 68 54 103 90 571 55 1652 52
leaf_count=78 54 78 52 80 68 54 103 90 571 55 1652 52
internal_value=0 0.00650256 -0.00189357 0.00698516 0.00674203 0.00650477 0.00627308 0.00389116 0.00252305 0.00723185 0.00774731 0.00309747
internal_weight=0 2909 158 2751 2671 2593 2539 729 661 1810 1707 104
internal_count=2987 2909 158 2751 2671 2593 2539 729 661 1810 1707 104
is_linear=0
shrinkage=0.0966614


Tree=3201
num_leaves=12
num_cat=0
split_feature=43 97 12 3 0 52 157 457 484 12 1446
split_gain=0.863795 0.760749 0.455049 0.823898 0.644892 1.11209 0.997755 0.892433 0.574574 0.511725 0.404636
threshold=-0.50775499999999985 -0.0047149999999999996 -0.14750499999999997 0.25089000000000006 -0.087734999999999994 -0.17568999999999999 -0.064429999999999987 0.086205000000000018 -0.09632499999999998 0.12701500000000002 0.097960000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 -4 -7 -8 -6 10 -10
right_child=1 2 3 -5 8 6 7 -9 9 -11 -12
leaf_value=0.021232647739261853 -0.0051080359112120862 0.015192025995569897 0.0208254615993783 -0.0052047371637376737 0.016623195811968326 -0.0075387027777452879 0.0035915947922991144 0.017580710573355012 0.0077854733631476034 -0.0020781286488890213 0.017627888598343334
leaf_weight=55 72 86 52 76 103 98 671 67 1581 68 58
leaf_count=55 72 86 52 76 103 98 671 67 1581 68 58
internal_value=0 0.00660974 0.00690517 0.00664781 0.00698214 0.00442932 0.00340798 0.00486328 0.0082339 0.00772697 0.00813452
internal_weight=0 2932 2860 2774 2698 888 836 738 1810 1707 1639
internal_count=2987 2932 2860 2774 2698 888 836 738 1810 1707 1639
is_linear=0
shrinkage=0.115519


Tree=3202
num_leaves=29
num_cat=0
split_feature=1 1 4 41 12 12 51 4 4 40 39 52 4 52 16 1429 157 51 12 0 4 52 12 12 16 1210 15 12
split_gain=33.9411 7.15337 4.30927 3.61323 3.58128 2.54187 3.26917 2.49343 2.44327 2.19756 1.80485 1.7956 1.52957 1.20278 1.05107 1.22806 0.91636 1.4816 0.749614 0.558761 0.682825 0.536304 0.530649 0.521998 0.482362 0.462897 0.38444 0.197339
threshold=0.10729000000000001 0.13686500000000004 0.046185000000000004 0.075585000000000013 0.085075000000000026 1.0000000180025095e-35 -0.095799999999999982 -0.0058699999999999994 -0.14595999999999995 -0.025204999999999995 0.094405000000000003 1.0000000180025095e-35 0.046185000000000004 -0.063199999999999992 -0.011849999999999998 0.085090000000000013 0.017590000000000005 -0.085564999999999988 0.084930000000000019 -0.085349999999999995 -0.088484999999999994 0.024870000000000003 0.097240000000000007 0.088485000000000022 -0.021919999999999999 -0.085469999999999977 -0.091554999999999984 0.091735000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 10 6 -1 8 -8 -3 13 18 -6 -2 19 16 17 -16 -4 23 -21 -15 -20 24 -7 -22 -13 -25
right_child=1 9 11 -5 12 14 7 -9 -10 -11 -12 26 -14 21 15 -17 -18 -19 22 20 25 -23 -24 27 -26 -27 -28 -29
leaf_value=0.002564229374998749 0.0011397308129713392 0.00026971638764618986 0.0013997690703299993 0.0029379420818879728 0.0023569227478402273 0.0024596725009761564 0.0020037114644568185 0.0022039312528631689 0.0010961546839432456 0.0010469201630768294 0.00080004783553300348 0.0023543346267013237 0.0016602580303756308 0.0018013745068014046 0.0015558481381839418 0.0025887000599743091 0.0025319520812483272 0.0021423511683531645 0.0020016562963699296 0.0019295451518191965 0.0026085163829522489 0.0013805316489418008 0.0015831580499284996 0.0021253516122820451 0.0028163814491881265 0.002290759570068226 0.00199837591026833 0.002397215116485774
leaf_weight=71 79 65 72 84 65 238 55 81 79 102 55 63 74 92 53 71 55 442 77 54 57 53 60 61 52 538 75 64
leaf_count=71 79 65 72 84 65 238 55 81 79 102 55 63 74 92 53 71 55 442 77 54 57 53 60 61 52 538 75 64
internal_value=0 0.00132232 0.00220884 0.00226636 0.00155304 0.00223772 0.00194925 0.001746 0.00146892 0.000744627 0.00133707 0.00186813 0.00198629 0.00146877 0.00228666 0.002178 0.00212492 0.00207963 0.0016745 0.00235004 0.00228872 0.00164779 0.00181863 0.00244585 0.00252376 0.00232126 0.00216113 0.00226483
internal_weight=0 585 2402 2055 418 1971 286 215 134 167 279 347 139 224 1685 621 550 495 209 1064 649 145 137 415 290 595 138 125
internal_count=2987 585 2402 2055 418 1971 286 215 134 167 279 347 139 224 1685 621 550 495 209 1064 649 145 137 415 290 595 138 125
is_linear=0
shrinkage=0.0032998


Tree=3203
num_leaves=23
num_cat=0
split_feature=1 12 3 15 1 4 40 11 11 12 4 3 15 4 2 13 47 39 15 4 484 51
split_gain=30.5588 7.79828 2.68934 2.6334 2.50339 2.23716 2.03626 1.96986 4.33346 1.93605 1.90529 1.70562 1.49367 1.41126 1.25381 1.19103 0.887737 0.879381 0.807734 0.792674 0.673476 0.499169
threshold=0.12019000000000001 0.056995000000000011 -0.049204999999999992 0.033605000000000003 0.092845000000000025 0.27258000000000004 -0.0079899999999999988 1.0000000180025095e-35 0.085155000000000022 -0.0066799999999999993 -0.047099999999999996 0.28833000000000003 0.12961500000000001 0.0047050000000000008 -0.007134999999999999 -1.0000000180025095e-35 0.10323000000000002 0.084720000000000004 -0.095584999999999989 0.049545000000000006 0.088135000000000005 -0.031924999999999995
decision_type=2 2 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 9 7 -4 12 -9 13 -11 -8 16 -1 -6 17 19 -16 -17 20 -3 -21
right_child=2 5 6 -5 14 -7 11 8 -10 10 -12 -13 -14 -15 15 18 -18 -19 -20 21 -22 -23
leaf_value=0.002208407014934707 0.0011108238602099013 0.0017717755280940424 7.1263944875067591e-05 0.001966813035098517 0.00056782145604744214 0.0010703114946067022 0.0010608922325225337 0.0027407995605616109 0.0016317008073539654 0.0016346605841702317 0.00080778290715510001 0.00035316239064088842 0.0011873002807445902 0.0014436055246440998 0.00058777281581015432 0.0016666024086358321 0.0014487951534799032 0.0011797672739806901 0.0011166292600197129 0.0013021032492495851 0.0020170655164469873 0.0016799080062123804
leaf_weight=52 84 1403 103 60 53 52 68 69 87 59 63 82 53 54 55 53 101 55 66 57 136 122
leaf_count=52 84 1403 103 60 53 52 68 69 87 59 63 82 53 54 55 53 101 55 66 57 136 122
internal_value=0 0.00165411 0.000598976 0.00131191 0.0012348 0.00174786 0.000428896 0.00176522 0.00212249 0.00149225 0.00120796 0.000674235 0.00173543 0.00181912 0.00102652 0.00113252 0.00175138 0.00088409 0.00136187 0.00176915 0.00179347 0.0015598
internal_weight=0 2650 337 570 510 2080 253 2028 156 228 122 150 1872 106 282 229 1819 110 119 1718 1539 179
internal_count=2987 2650 337 570 510 2080 253 2028 156 228 122 150 1872 106 282 229 1819 110 119 1718 1539 179
is_linear=0
shrinkage=0.0032998


Tree=3204
num_leaves=27
num_cat=0
split_feature=1 52 1 3 52 14 51 1 48 147 3 1 39 481 3 52 3 124 3 16 16 42 16 1 16 49
split_gain=49.2779 9.07082 6.12879 5.05976 2.74504 2.17797 2.12976 2.03049 1.83309 1.28697 1.11381 1.09141 2.4888 1.07011 1.30104 3.69884 1.22698 0.955765 0.979792 0.944615 0.922214 0.91537 0.869009 0.804861 0.694189 0.591045
threshold=0.10684 -0.40011499999999994 0.13074500000000003 -0.071369999999999975 -0.080219999999999986 0.056865000000000006 -0.096089999999999981 0.10264000000000002 0.014805 0.08486500000000001 0.086845000000000019 0.15099500000000002 0.089030000000000012 -0.048929999999999994 -0.115685 -0.24841999999999997 -0.086064999999999989 -0.082389999999999977 -0.016294999999999994 -0.5020199999999998 -0.040874999999999995 0.087970000000000007 -1.0000000180025095e-35 0.096255000000000021 0.26768500000000006 -0.00025999999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 9 -5 10 19 13 17 12 -4 16 15 -15 -1 -8 20 -6 -19 -18 -21 24 -16 -12
right_child=1 2 11 6 8 -7 7 -9 -10 -11 25 -13 -14 14 23 -17 21 18 -20 22 -22 -23 -24 -25 -26 -27
leaf_value=0.0033156671496903248 0.0027481951104463527 0.0010447009494142327 0.0014751384741409918 0.0027393759782738591 0.0016343113654402374 0.003245205970182059 0.0019695435289217422 0.0015944605347012345 0.0014118120769344409 0.0021320803758771035 0.0017336512173392552 0.00057796112886861922 0.00067072315907286352 0.0030143739328431026 0.0026881632839077007 0.0019044052886685999 0.0029922904661562263 0.0025073687775445741 0.0027516078701740007 0.0024076348485688806 0.0020091231153880717 0.0024697650547287229 0.0018588296340204037 0.0022466167157004805 0.0023956611675201387 0.0022318781382358707
leaf_weight=52 59 61 91 99 53 66 52 53 82 55 52 58 78 52 1190 89 72 109 87 71 66 77 58 53 98 54
leaf_count=52 59 61 91 99 53 66 52 53 82 55 52 58 78 52 1190 89 72 109 87 71 66 77 58 53 98 54
internal_value=0 0.00151779 0.00138621 0.00256867 0.00167695 0.00265454 0.00229779 0.00220529 0.00182291 0.00263209 0.00228228 0.000969807 0.00110408 0.00264841 0.0026175 0.00231401 0.00287613 0.00238158 0.00246323 0.00200793 0.00231966 0.0027225 0.00216116 0.00264939 0.00266594 0.0019878
internal_weight=0 611 552 2376 325 1804 572 473 264 1738 420 227 169 1683 1482 141 201 314 262 182 175 149 129 1341 1288 106
internal_count=2987 611 552 2376 325 1804 572 473 264 1738 420 227 169 1683 1482 141 201 314 262 182 175 149 129 1341 1288 106
is_linear=0
shrinkage=0.0032998


Tree=3205
num_leaves=11
num_cat=0
split_feature=9 10 9 124 16 149 455 0 3 42
split_gain=0.903397 0.952725 1.40249 0.87181 0.711616 0.724751 0.792143 0.81967 0.526151 0.234213
threshold=-1.0000000180025095e-35 -0.11133 1.0000000180025095e-35 0.0040150000000000003 0.41326000000000002 1.0000000180025095e-35 0.079195000000000015 -0.13843999999999998 -0.07798999999999999 0.095420000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -6 -10
right_child=1 2 -4 -5 8 -7 -8 -9 9 -11
leaf_value=-0.0024347937749075008 -0.0053051578848932798 0.0022857574396747122 0.023080737575806247 -0.0062321897940670499 0.0093194272342959367 0.020538189612367412 0.020758270822106479 0.0085171922575872291 0.026292609794541427 0.015389819383620891
leaf_weight=100 63 330 92 52 100 63 63 1947 55 52
leaf_count=100 63 330 92 52 100 63 63 1947 55 52
internal_value=0 0.00872863 0.00905011 0.00856474 0.00886002 0.00829906 0.00796902 0.00761463 0.0153661 0.0210056
internal_weight=0 2817 2754 2662 2610 2403 2340 2277 207 107
internal_count=2917 2817 2754 2662 2610 2403 2340 2277 207 107
is_linear=0
shrinkage=0.115519


Tree=3206
num_leaves=29
num_cat=0
split_feature=1 12 1 11 0 15 49 47 0 1 16 16 12 0 43 1 1210 47 1429 49 12 42 15 12 1429 12 43 0
split_gain=34.3232 12.3936 5.36972 2.37673 2.67801 2.06325 2.05668 1.99375 1.87362 1.68319 1.49715 2.10557 1.46633 1.40745 1.02231 1.00574 0.940008 0.906047 0.736213 0.666295 0.560863 0.497635 0.457465 0.443124 0.374862 0.332535 0.155507 0.102911
threshold=0.098395000000000024 0.086085000000000009 0.12765500000000005 1.0000000180025095e-35 -0.073254999999999987 1.0000000180025095e-35 -0.014774999999999998 0.09023500000000001 -0.22745499999999999 0.086215000000000014 -0.14463999999999996 0.038245000000000008 0.10682000000000001 -0.14606999999999998 -0.0068849999999999996 0.11657000000000002 -0.048324999999999993 0.096850000000000006 0.082890000000000005 0.10470500000000001 0.087765000000000024 0.087065000000000017 -0.063834999999999989 0.096385000000000012 0.086665000000000006 0.10859000000000001 -1.0000000180025095e-35 0.048235000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 12 4 8 -5 13 10 -1 22 14 -12 17 -2 -8 -15 20 26 19 21 -10 -18 -6 27 -20 -25 -3 -24
right_child=1 2 -4 5 9 -7 7 -9 16 -11 11 -13 -14 15 -16 -17 18 -19 24 -21 -22 -23 23 25 -26 -27 -28 -29
leaf_value=0.0014886893877204851 0.0016302127637076221 0.0021097951004023798 0.00085232919221144877 0.0020155409425892837 0.002067577092282607 0.0029073849356543177 0.00052602094230672211 0.001205412219818066 0.0025396014719055969 0.0013293525853400831 -8.8384649684318279e-05 0.00076796895112920052 0.0014779495485256733 0.00126898055736122 0.0011275565343942884 0.00063501993819398183 0.0020905150908047698 0.0017564888634691645 0.002404267886763828 0.0017159031096151689 0.0020838107229464516 0.0019468871884425203 0.0018356244252755818 0.0014928547604822716 0.0020627135347194804 0.0018245458676528379 0.0023547692831478889 0.0020423009904810639
leaf_weight=63 52 54 61 55 85 59 59 73 72 83 64 61 56 58 65 52 763 61 90 75 52 417 62 70 61 66 72 56
leaf_count=63 52 54 61 55 85 59 59 73 72 83 64 61 56 58 65 52 763 61 90 75 52 417 62 70 61 66 72 56
internal_value=0 0.00120639 0.00172867 0.00201264 0.00198633 0.00247742 0.000878265 0.000725408 0.00204837 0.00175202 0.000584543 0.000329234 0.00194851 0.00118187 0.000841626 0.00096961 0.0020714 0.00208924 0.00204691 0.00202046 0.00234875 0.00203979 0.00185541 0.00178426 0.00226652 0.00165408 0.00225006 0.00193401
internal_weight=0 788 304 2129 2015 114 484 322 1593 422 249 125 243 162 124 110 1530 187 1406 1255 124 1180 339 254 151 136 126 118
internal_count=2917 788 304 2129 2015 114 484 322 1593 422 249 125 243 162 124 110 1530 187 1406 1255 124 1180 339 254 151 136 126 118
is_linear=0
shrinkage=0.0032998


Tree=3207
num_leaves=29
num_cat=0
split_feature=1 41 1456 475 12 15 52 1210 15 13 15 13 484 1 402 132 1 43 15 12 12 43 13 1210 12 402 1456 12
split_gain=0.986209 1.15122 1.13367 1.28288 0.973966 1.18729 1.23313 0.903436 0.818063 1.63157 1.27115 0.89286 0.695043 0.620699 0.618395 0.460216 0.44013 0.434912 0.419816 0.704012 0.499475 0.391237 0.541215 0.372306 0.275586 0.310375 0.190297 0.17443
threshold=0.086965000000000001 0.082560000000000008 -0.07730999999999999 -0.085684999999999997 0.086085000000000009 -0.023589999999999996 -0.0064899999999999992 -0.076894999999999977 -0.10192499999999999 -0.11279499999999999 -0.46645999999999993 -0.0042049999999999995 -0.020824999999999996 0.11907500000000001 0.036770000000000004 0.082230000000000011 0.079805000000000015 -0.080064999999999983 -0.076929999999999985 0.083815000000000014 0.099260000000000015 0.069620000000000015 -0.08287499999999999 -0.08947999999999999 0.090455000000000021 -0.064934999999999979 -0.16480999999999998 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 2 2
left_child=2 4 12 -4 5 8 -7 23 9 -2 -11 -10 -1 -12 21 16 18 -17 20 -20 -9 22 -6 -5 -24 -26 -14 -18
right_child=1 -3 3 7 14 6 -8 15 11 10 13 -13 26 -15 -16 17 27 -19 19 -21 -22 -23 24 -25 25 -27 -28 -29
leaf_value=-0.0099671753741729981 0.015071409543889825 0.019895474688896495 0.023102258875911542 0.012473229131959104 -0.0012938449909496428 0.00126094913503151 -0.018055879262963578 0.0099298094078744056 0.0020153739800200499 0.0068719352489564466 -0.0040063903076431352 0.017281541255221803 0.00080205281737671073 -0.019632894290657572 -0.0033914051705432663 -0.0026784565986172578 0.011300992635096681 0.0091551200879446491 0.016059650886218715 0.0061198166201341785 0.021773155549673517 0.017243861352169706 0.01588459428823032 0.025564539955425732 0.00099465277422938346 0.0094751463214359406 0.010009189877155046 0.02017283091663968
leaf_weight=52 65 59 84 52 69 94 67 212 90 69 62 92 54 59 56 80 52 68 96 713 53 56 61 52 63 279 53 55
leaf_count=52 65 59 84 52 69 94 67 212 90 69 62 92 54 59 56 80 52 68 96 713 53 56 61 52 63 279 53 55
internal_value=0 0.00505018 0.00910155 0.0100181 0.00430819 0.00121789 -0.00677051 0.00925037 0.00416365 0.000180024 -0.00490828 0.00973872 0.000349087 -0.0116355 0.00747057 0.00848419 0.00920171 0.00275074 0.00853607 0.00730076 0.0123029 0.0086248 0.00759974 0.0190301 0.00912534 0.00791635 0.00537346 0.0158721
internal_weight=0 1241 1676 1517 1182 598 161 1433 437 255 190 182 159 121 584 1329 1181 148 1074 809 265 528 472 104 403 342 107 107
internal_count=2917 1241 1676 1517 1182 598 161 1433 437 255 190 182 159 121 584 1329 1181 148 1074 809 265 528 472 104 403 342 107 107
is_linear=0
shrinkage=0.108856


Tree=3208
num_leaves=27
num_cat=0
split_feature=121 1 43 1213 13 13 43 12 1 0 1 13 12 43 0 1453 12 2 43 483 0 132 474 0 43 0
split_gain=0.724946 0.858892 0.741827 0.667107 0.764887 0.646647 0.630654 0.736177 0.927932 1.12206 1.18334 1.10144 0.571138 0.54894 0.526134 0.643866 0.565297 1.48298 0.512469 0.509823 0.483584 0.376871 0.402851 0.371757 0.224149 0.15114
threshold=-0.070209999999999981 0.089245000000000005 -0.16130499999999998 0.030480000000000004 -0.085349999999999995 -0.025319999999999999 -0.087099999999999997 0.086885000000000004 0.10801000000000001 -0.068189999999999987 0.13707500000000003 -0.0042049999999999995 0.089535000000000017 0.084740000000000024 0.040570000000000002 -0.077314999999999981 0.086675000000000016 0.09036000000000001 -0.025079999999999995 0.081825000000000009 -0.085674999999999987 0.10645500000000001 0.087530000000000011 -0.22984499999999997 -0.067269999999999983 0.12583000000000003
decision_type=2 2 2 2 2 2 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 -4 8 11 18 -11 -8 -7 20 15 -2 17 19 -10 -17 -9 22 -18 -13 -22 -16
right_child=1 2 6 4 5 12 7 13 9 10 -12 23 -14 -15 25 16 21 -19 -20 -21 24 -23 -24 -25 -26 -27
leaf_value=0.018781647621116278 -0.0033064773795681806 -0.0093847275662834861 0.012926902613038893 0.024786024311411307 -0.0001762406766524509 0.020625015298585229 -0.017781013211222912 -0.0036449788182282565 0 0.0049342753498491446 -0.016976256966785383 -0.0066180362573636554 0.0054377440009140453 0.016934079067492946 -0.0051822261107268494 0.0095812705954991771 0.0058631298497029936 0.023511464161897616 0.012812745953716235 -0.00075244694585721496 0.010847016284737103 -0.002419018619717799 0.014941030197580618 0.0059337730228550718 0.0046934779088529813 0.0032782572997637027
leaf_weight=56 68 52 93 53 57 71 63 64 53 73 52 52 54 56 52 363 720 91 141 70 115 61 66 66 203 52
leaf_count=56 68 52 93 53 57 71 63 64 53 73 52 52 54 56 52 363 720 91 141 70 115 61 66 66 203 52
internal_value=0 0.00601483 0.00354777 0.00751689 0.0130332 0.00960422 0.00420118 0.00333479 0.0004209 0.00402617 -0.00417102 -0.00592659 0.0140736 0.00665844 0.00667597 0.00722726 0.00775059 0.01062 0.00931398 0.00790796 0.00514896 0.00597403 0.0066269 0.000392422 0.00692254 -0.000940587
internal_weight=0 2861 1083 1778 235 182 1031 938 500 319 125 181 125 438 1543 1439 1371 524 194 433 382 847 786 118 318 104
internal_count=2917 2861 1083 1778 235 182 1031 938 500 319 125 181 125 438 1543 1439 1371 524 194 433 382 847 786 118 318 104
is_linear=0
shrinkage=0.111034


Tree=3209
num_leaves=18
num_cat=0
split_feature=49 160 1 48 41 393 1429 51 1210 49 12 151 484 1447 1456 133 12
split_gain=1.03241 0.982167 0.812168 1.0296 0.646618 0.584626 0.546213 0.75727 0.698952 0.534371 0.650363 0.421286 0.387401 0.885131 0.720153 0.453643 0.178984
threshold=-0.23233499999999999 -0.55045999999999984 0.085720000000000005 -0.079929999999999987 0.084515000000000021 0.084845000000000018 0.082890000000000005 -0.085184999999999983 -0.076894999999999977 -0.054319999999999993 0.085495000000000015 -0.083274999999999988 -0.082054999999999975 -0.083839999999999984 -0.065829999999999986 0.087455000000000019 0.085905000000000023
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 8 -8 -3 11 -11 -5 15 -14 -15 -10 -9
right_child=1 2 3 4 -6 -7 7 16 12 10 -12 -13 13 14 -16 -17 -18
leaf_value=0.021249090299152409 -0.010604834739755707 0.015738249557418149 -0.012100137356593186 0.0019411916818002817 0.016526785098180952 -0.008492819097855436 0.024603063954256821 0.0037058253680122932 0.0051845739278980792 -0.0005648188370408621 0.0055913877685710468 0.01473164187203504 0.021130940592546416 -0.0053794417174052494 0.0064938362749846264 -0.0076192654102187878 0.01242282399126244
leaf_weight=54 52 99 56 53 52 53 54 61 96 408 521 99 52 73 1008 60 66
leaf_count=54 52 99 56 53 52 53 54 61 96 408 521 99 52 73 1008 60 66
internal_value=0 0.00511848 0.00540978 0.00320101 0.00392453 0.00334556 0.00715743 0.0131326 0.00637736 0.00392712 0.00288637 0.0102799 0.00565746 0.00640061 0.00569089 0.000252115 0.00824563
internal_weight=0 2863 2811 1242 1186 1134 1569 181 1388 1081 929 152 1289 1133 1081 156 127
internal_count=2917 2863 2811 1242 1186 1134 1569 181 1388 1081 929 152 1289 1133 1081 156 127
is_linear=0
shrinkage=0.115519


Tree=3210
num_leaves=12
num_cat=0
split_feature=151 150 3 8 3 0 1427 16 16 124 15
split_gain=0.862563 0.757427 1.15591 0.990954 0.920078 0.934819 0.716829 0.857319 1.0518 0.880458 0.646546
threshold=-0.29526499999999994 0.11717500000000002 -0.0075749999999999993 1.0000000180025095e-35 0.35004500000000011 -0.17127999999999996 0.088585000000000011 -0.055004999999999991 -0.04040499999999999 -0.080429999999999988 -0.091229999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 5 10 7 9 -9 -7 -2
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 -12
leaf_value=0.015501320891648471 0.0067549201175391366 0.0061754259278430368 -0.014920616034514703 0.017116323409213315 -0.0086012704693780601 -0.0057656780659442255 0.015158162730344267 -0.0098925128848778316 0.0025634927917577537 0.0061503438742841832 0.021502371851949763
leaf_weight=69 72 53 52 61 56 66 57 73 1121 1226 52
leaf_count=69 72 53 52 61 56 66 57 73 1121 1226 52
internal_value=0 0.00411762 -0.00426191 0.00443404 0.00414954 0.00441768 0.00400131 0.00374507 0.00180105 0.0055408 0.012948
internal_weight=0 2889 105 2784 2723 2667 2543 2486 1194 1292 124
internal_count=2958 2889 105 2784 2723 2667 2543 2486 1194 1292 124
is_linear=0
shrinkage=0.100566


Tree=3211
num_leaves=11
num_cat=0
split_feature=10 9 39 151 150 13 0 1 1443 48
split_gain=0.766222 0.854028 0.810864 0.646913 0.572845 0.580621 1.00343 1.83999 0.869348 0.664414
threshold=-0.084119999999999986 -1.0000000180025095e-35 0.11334500000000002 -0.29526499999999994 0.11717500000000002 0.0051600000000000005 0.064400000000000013 0.077375000000000013 0.059665000000000003 -0.082184999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 8 7 -7 9 -5
right_child=1 2 -4 4 -6 6 -8 -9 -10 -11
leaf_value=0.01289459602440284 -0.0074569567917047129 0.014117095029944376 -0.0087916181625392279 0.015968560635774922 -0.0044708823098784127 0.0037342333284587181 0.010619190924283048 -0.011816146981202549 0.016345907131012805 0.0040913018917442525
leaf_weight=98 76 68 55 53 89 235 89 129 69 1997
leaf_count=98 76 68 55 53 89 235 89 129 69 1997
internal_value=0 0.00348105 0.00378005 0.00403382 0.00377573 0.00406153 0.000658653 -0.00177368 0.00478847 0.00439892
internal_weight=0 2860 2784 2729 2661 2572 453 364 2119 2050
internal_count=2958 2860 2784 2729 2661 2572 453 364 2119 2050
is_linear=0
shrinkage=0.104629


Tree=3212
num_leaves=24
num_cat=0
split_feature=1 2 0 14 123 123 49 0 16 16 1 2 49 52 1429 52 481 51 49 16 52 51 0
split_gain=37.8617 7.12097 4.33865 3.68813 3.21105 3.18904 2.17344 2.15652 2.38644 1.76714 1.71927 1.46521 1.73553 1.44098 1.29376 1.13318 0.845672 0.76836 0.68659 0.788049 0.675483 0.528382 0.370837
threshold=0.10398500000000001 0.16730000000000003 -0.12851999999999997 0.073890000000000011 0.081180000000000016 1.0000000180025095e-35 -0.054684999999999991 -0.066574999999999981 0.026395000000000005 -0.28430999999999995 0.11649500000000002 0.091235000000000024 -0.013914999999999999 0.39985000000000009 0.084710000000000021 0.49613000000000007 -0.048929999999999994 -0.21463999999999997 0.082820000000000019 -0.0092499999999999978 -0.023474999999999996 -0.085489999999999997 -0.037444999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 7 11 -2 10 -9 -8 -4 13 -13 14 18 16 -14 -18 19 -1 -6 -20 -10
right_child=1 -3 4 -5 20 -7 9 8 22 -11 -12 12 15 -15 -16 -17 17 -19 21 -21 -22 -23 -24
leaf_value=0.00214520327005691 0.001512427141360787 0.00023171675211823017 0.0024612886975850581 0.0027350673049841381 0.00082649597413090117 0.0014785407348755603 0.0010495439905677953 0.0010217506256466468 0.0015919052678224624 0.00032141781811343041 0.0016686197499093389 0.001559513717833138 0.0023817660421900626 0.0017668999997459121 0.0017946649669718095 0.0024737841186640219 0.002249781543737399 0.0019195463302030611 0.0026848121859909513 0.0023522585165502816 0.0013240044907166127 0.0022786536577426154 0.0019531876145055527
leaf_weight=815 52 63 55 91 55 85 82 67 59 57 56 83 56 85 77 58 85 475 53 245 56 89 59
leaf_count=815 52 63 55 91 55 85 82 67 59 57 56 83 56 85 77 58 85 475 53 245 56 89 59
internal_value=0 0.0012466 0.00135346 0.00210814 0.00153866 0.00208227 0.000958625 0.00171137 0.001501 0.000751203 0.00206169 0.00210644 0.00199399 0.00216883 0.00219552 0.00204744 0.00200724 0.00196973 0.00222117 0.00219309 0.0010778 0.00243049 0.00177283
internal_weight=0 661 598 2297 407 2206 191 296 185 139 111 2121 757 1364 1279 674 616 560 1202 1060 111 142 118
internal_count=2958 661 598 2297 407 2206 191 296 185 139 111 2121 757 1364 1279 674 616 560 1202 1060 111 142 118
is_linear=0
shrinkage=0.00317166


Tree=3213
num_leaves=19
num_cat=0
split_feature=45 50 48 48 15 48 12 151 151 160 3 160 48 481 50 3 15 50
split_gain=1.06857 0.562852 0.720455 0.937025 1.10783 0.74168 0.579708 0.453601 0.653337 0.552976 0.605301 0.539288 0.515562 0.34213 0.423042 0.241693 0.18933 0.222514
threshold=0.08179500000000002 0.077920000000000003 0.11247500000000001 0.093225000000000016 -0.088819999999999982 0.13419000000000003 0.083865000000000009 -0.089594999999999994 -0.085989999999999983 0.0034400000000000008 -0.095009999999999983 -0.078624999999999987 0.088085000000000011 -0.048929999999999994 0.091320000000000012 -0.074959999999999985 0.091955000000000023 0.10987000000000001
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 -4 -3 11 -9 12 -11 -1 -10 -8 -15 16 17 -16
right_child=-2 6 5 4 -6 -7 13 8 9 10 -12 -13 -14 14 15 -17 -18 -19
leaf_value=0.018584762556325841 0.019965154320766655 -0.00028748207266638439 0.021319360697331435 0.0029099797763795878 -0.01682396365198147 0.0026785904083256877 0.016772941614529118 -0.0092505495479449605 0.0023243196758032589 0.019178640589149754 0.0056205130582555694 0.0037085339990742395 0.013791359463922175 0.015046321813567387 0.0022398140913645766 0.012425976169381906 -0.0009452610825466881 0.010202660637723985
leaf_weight=55 56 102 57 83 65 53 65 53 1577 52 228 73 52 83 91 59 64 90
leaf_count=55 56 102 57 83 65 53 65 53 1577 52 228 73 52 83 91 59 64 90
internal_value=0 0.00416418 0.00339709 0.00295656 -0.00574879 0.0123489 0.00741314 0.00357359 0.00314654 0.00349135 0.00814277 0.0101101 0.00269111 0.00915357 0.0078707 0.00590759 0.00433292 0.00620592
internal_weight=0 2902 2348 2238 148 110 554 2090 1962 1909 280 128 1629 452 387 304 245 181
internal_count=2958 2902 2348 2238 148 110 554 2090 1962 1909 280 128 1629 452 387 304 245 181
is_linear=0
shrinkage=0.113254


Tree=3214
num_leaves=30
num_cat=0
split_feature=1 2 11 52 16 40 0 160 1 151 16 1 156 475 474 52 0 2 1 2 42 42 0 42 42 0 16 2 2
split_gain=28.8066 4.59763 3.0323 2.79099 2.76816 1.80343 1.46345 1.37264 1.35907 1.24519 1.18853 0.944809 0.887152 0.908305 0.741241 0.568262 0.810599 1.50614 0.716505 0.836392 0.782377 0.6016 0.599797 0.599354 0.503185 0.682239 0.812515 0.482012 0.35276
threshold=0.10398500000000001 0.14132000000000003 0.084110000000000004 0.12484500000000003 0.51041000000000014 -0.034699999999999988 -0.066934999999999981 -0.080884999999999985 0.10781 -0.065174999999999983 0.053305000000000012 0.14195000000000002 0.083125000000000018 -0.084049999999999986 0.084710000000000021 -0.0078749999999999983 -0.11214999999999999 0.09167500000000002 0.082295000000000021 0.082925000000000013 0.086205000000000018 0.090175000000000019 -0.10114999999999998 -0.077844999999999984 -0.045589999999999992 0.051660000000000005 0.20277000000000003 0.095105000000000009 0.10085000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 8 27 12 -8 -2 -10 -11 -3 15 -14 -15 18 17 -17 20 -20 23 -22 -18 -7 -9 26 -26 -1 -24
right_child=1 11 -4 -5 -6 6 7 24 9 10 -12 -13 13 14 -16 16 22 -19 19 -21 21 -23 28 -25 25 -27 -28 -29 -30
leaf_value=0.0016329118751752941 0.00037191346421938025 0.00074415172077600938 0.0017641447522800363 0.0016580957820459185 0.0016447129701906882 0.0016541037638567848 0.0011590627300022956 0.0020030758152818243 0.00054167250417436999 0.00090792346276247194 0.001442044275914626 0.00017376402725957342 0.002343519756054071 0.0020857658092267111 0.0015930638610718671 0.0025241812797843171 0.0015009213472058581 0.0017630521161297206 0.0017705770592423376 0.0012026874816745427 0.0013303567358107871 0.0018243580196024036 0.0018381320954437817 0.0020532939039671094 0.0019826974154155794 0.0013718234574565445 0.0014884074958648795 0.001210271559503929 0.0020796817710700358
leaf_weight=53 53 62 75 70 53 58 57 52 65 163 60 60 74 84 53 53 54 57 57 53 52 53 1012 131 82 67 62 63 70
leaf_count=53 53 62 75 70 53 58 57 52 65 163 60 60 74 84 53 53 54 57 57 53 52 53 1012 131 82 67 62 63 70
internal_value=0 0.0010315 0.00115991 0.00106216 0.000956199 0.00179804 0.00181899 0.00161606 0.000849085 0.000936778 0.00105179 0.000463916 0.00185387 0.00205273 0.00189541 0.00182842 0.00186295 0.00213009 0.00172185 0.00149727 0.00180576 0.00158004 0.00183705 0.00193097 0.00171497 0.00164381 0.00177012 0.00140367 0.00185379
internal_weight=0 661 539 464 394 2297 2181 320 341 288 223 122 1861 211 137 1650 1246 110 404 110 294 105 1136 189 263 211 144 116 1082
internal_count=2958 661 539 464 394 2297 2181 320 341 288 223 122 1861 211 137 1650 1246 110 404 110 294 105 1136 189 263 211 144 116 1082
is_linear=0
shrinkage=0.0032351


Tree=3215
num_leaves=15
num_cat=0
split_feature=4 3 12 3 148 14 4 151 3 3 3 49 159 49
split_gain=45.0899 12.1149 7.17463 6.86055 3.73338 2.82404 2.29752 2.23543 1.87503 1.54343 1.42593 1.33971 1.20207 0.92391
threshold=0.31392000000000003 0.25089000000000006 -0.073629999999999987 0.35004500000000011 -0.064274999999999985 0.073890000000000011 0.5567700000000001 -0.086059999999999984 -0.011259999999999997 -0.14186499999999996 0.085880000000000012 0.12757000000000004 0.08894500000000001 -0.011519999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 6 -4 7 9 13 -1 -2 -11 12 -9 -6
right_child=3 -3 4 -5 5 -7 -8 11 -10 10 -12 -13 -14 -15
leaf_value=0.0012102325113349955 0.0016587265770882475 0.00075557691742804433 0.0015627903161211279 -0.00024823733799465809 0.0014597137713301094 0.0028344410489580005 0.00042985449097614317 0.0022740350139540777 0.0018749485028677487 0.00075170898805014443 0.0013960147531145238 0.0017149906125661417 0.001990037575623813 0.0020204322464452509
leaf_weight=96 56 69 95 55 54 82 55 1877 90 91 64 53 180 81
leaf_count=96 56 69 95 55 54 82 55 1877 90 91 64 53 180 81
internal_value=0 0.00212111 0.00215723 0.000812145 0.00220522 0.00223143 0.00103153 0.00220939 0.00153206 0.0011882 0.00101797 0.0022358 0.0022492 0.00179641
internal_weight=0 2677 2608 321 2422 2327 266 2245 186 211 155 2110 2057 135
internal_count=2998 2677 2608 321 2422 2327 266 2245 186 211 155 2110 2057 135
is_linear=0
shrinkage=0.0032998


Tree=3216
num_leaves=10
num_cat=0
split_feature=3 160 0 0 49 9 43 1348 1
split_gain=1.27597 1.11029 0.877473 0.725773 0.701546 0.735973 0.592772 0.637128 0.588448
threshold=0.3148450000000001 -0.54243999999999992 -0.23803499999999997 -0.22745499999999999 -0.15734499999999998 0.091370000000000021 -0.23933499999999996 0.081815000000000013 0.076160000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 8 -8 -6
right_child=-2 2 3 4 5 -7 7 -9 -10
leaf_value=0.022366521091279117 -0.0091585149837777498 0.023053002919472508 -0.0090193964651482435 -0.0071297553401072598 0.0081576573861207782 0.022684215229838659 0.005721557588887807 0.020877385942876369 0.025493132330600261
leaf_weight=84 92 58 56 67 95 53 2383 52 58
leaf_count=84 92 58 56 67 95 53 2383 52 58
internal_value=0 0.00702505 0.00656788 0.00622144 0.00653714 0.00688441 0.00656028 0.00604581 0.0147387
internal_weight=0 2906 2822 2764 2708 2641 2588 2435 153
internal_count=2998 2906 2822 2764 2708 2641 2588 2435 153
is_linear=0
shrinkage=0.135349


Tree=3217
num_leaves=22
num_cat=0
split_feature=1 1 3 15 4 52 159 3 50 50 4 4 15 160 1 1429 133 3 15 133 4
split_gain=33.5068 7.46105 4.56944 2.77078 2.49825 1.73942 1.58925 1.58754 1.47535 1.4627 1.42031 2.29693 1.40536 1.25548 0.857729 0.826529 2.15466 1.05704 0.697354 0.57042 1.01072
threshold=0.12313000000000002 0.095435000000000006 -0.051469999999999995 -0.14868999999999996 0.043640000000000005 -0.22118499999999996 0.083310000000000009 0.28833000000000003 0.088160000000000002 0.12170000000000002 -0.016339999999999997 0.032770000000000001 -0.083859999999999976 -0.54650499999999991 0.10678000000000001 0.084815000000000015 0.085730000000000015 -0.012814999999999998 -0.41956999999999994 -0.0043399999999999992 0.082475000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 9 -3 10 12 14 13 -4 -12 18 -5 -7 17 -17 -15 -2 -6 -21
right_child=7 2 6 4 19 8 -8 -9 -10 -11 11 -13 -14 15 -16 16 -18 -19 -20 20 -22
leaf_value=0.0024823284259775031 0.00076507674144914238 0.002101571559153323 0.0017305408238521851 0.0024149933319329562 0.0013158056332582052 0.0010603359923190266 0.00063115775863507048 0.00023971279562922225 0.0019732597027655278 0.001442802312245196 0.00065613337094389327 0.0014399858442942746 0.0010992104128327892 0.0018911118028283706 0.0015822719140134807 0.0011898617847360276 0.0020491653343389748 0.0022030517446366385 0.00026729777287219712 0.0018959189545694811 0.0014144598528940484
leaf_weight=78 70 94 54 53 80 58 54 88 65 76 70 98 84 1384 86 61 67 131 55 94 98
leaf_count=78 70 94 54 53 80 58 54 88 65 76 70 98 84 1384 86 61 67 131 55 94 98
internal_value=0 0.00177997 0.00144769 0.00187062 0.00184726 0.00172769 0.00114016 0.00061209 0.00155936 0.00189255 0.00126382 0.00111359 0.000768712 0.00191268 0.00137229 0.00189646 0.00163993 0.00191811 0.000546336 0.00155209 0.00165036
internal_weight=0 2701 579 2122 2044 303 276 297 209 1772 222 168 209 1696 144 1643 128 1515 125 272 192
internal_count=2998 2701 579 2122 2044 303 276 297 209 1772 222 168 209 1696 144 1643 128 1515 125 272 192
is_linear=0
shrinkage=0.0032998


Tree=3218
num_leaves=25
num_cat=0
split_feature=1 1 0 0 1 123 4 4 13 0 4 4 39 4 0 50 11 133 1 0 4 13 133 133
split_gain=37.154 6.79003 8.11638 4.00879 3.15373 2.81865 2.55211 2.22383 2.12947 1.91663 2.05642 2.08406 1.48278 1.25256 2.82988 1.1504 0.98573 0.868946 0.841754 0.601924 0.55709 0.554154 0.472097 0.359387
threshold=0.11869500000000001 0.092845000000000025 -0.11991499999999998 -0.14259999999999998 0.14195000000000002 0.083005000000000009 0.020110000000000006 0.036605000000000006 -0.080314999999999984 0.148925 -0.39175499999999991 -0.10023999999999998 0.085285000000000014 -0.0083549999999999978 -0.07409499999999998 0.12045500000000002 0.07585500000000002 0.081310000000000007 0.10667500000000001 -0.040094999999999992 -0.17006499999999999 -0.069874999999999979 0.10784000000000001 -0.086804999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 16 8 13 -3 9 -2 10 -5 -12 -10 18 -15 -13 -1 23 20 -6 -4 -22 -19 -9
right_child=4 2 5 7 19 -7 -8 17 12 -11 11 15 -14 14 -16 -17 -18 22 -20 -21 21 -23 -24 -25
leaf_value=0.0022797904064128446 0.00056530799248225158 0.00049523085749332129 0.0022143116010683111 0.0026097828863502234 0.000519415300542004 0.0012059814026267413 0.0013213937823107456 0.0016321129454801319 0.0014658755665726548 0.0013579936614442106 0.0013361046820593398 0.0020163861437178738 0.00078193159414319984 0.0020717154478237416 0.001065339058930664 0.0015228751666043264 0.0028324070187971803 0.0019748772126711067 0.0024020220469324312 4.9919016493954342e-05 0.0020231222295849179 0.0015729368110247099 0.0015707592921127287 0.0012573081319175923
leaf_weight=93 88 74 60 58 70 71 91 53 94 53 54 1411 55 74 52 54 58 85 61 52 68 55 52 62
leaf_count=93 88 74 60 58 70 71 91 53 94 53 54 1411 55 74 52 54 58 85 61 52 68 55 52 62
internal_value=0 0.00188272 0.00157586 0.00197418 0.00075109 0.00180954 0.000951086 0.00193259 0.000973064 0.00197729 0.00199808 0.0019747 0.00121365 0.00192526 0.00165667 0.00199822 0.00249229 0.00164327 0.00206382 0.000319591 0.00195089 0.00182211 0.00182175 0.00143035
internal_weight=0 2639 606 2033 359 441 165 1882 237 1630 1577 1519 149 370 126 1465 151 252 244 122 183 123 137 115
internal_count=2998 2639 606 2033 359 441 165 1882 237 1630 1577 1519 149 370 126 1465 151 252 244 122 183 123 137 115
is_linear=0
shrinkage=0.0032998


Tree=3219
num_leaves=19
num_cat=0
split_feature=4 2 457 3 2 40 11 2 48 133 3 15 2 132 52 2 13 133
split_gain=51.0476 13.4829 7.81396 4.36493 3.07891 3.03664 2.53564 5.23196 2.33974 1.88735 1.84109 1.68188 2.13567 1.62012 2.95703 1.39987 1.01888 0.510926
threshold=0.31392000000000003 0.13631000000000001 0.079020000000000021 -0.11749 0.093320000000000014 -0.034699999999999988 1.0000000180025095e-35 0.10121500000000001 0.08956500000000002 0.085895000000000013 0.11391500000000002 -0.41956999999999994 0.11098000000000001 0.082230000000000011 -0.0087149999999999988 0.12551500000000002 -0.092844999999999997 0.077945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 9 17 10 -8 -3 -4 13 12 -5 16 -15 -13 -7 -1
right_child=3 8 4 11 -6 6 7 -9 -10 -11 -12 15 -14 14 -16 -17 -18 -19
leaf_value=0.0019944146382017709 0.001514261820561205 0.0015593360409408797 0.0021975048952539026 0.00037364571142155386 0.0010701897843820465 0.0020837032407993697 0.003262395395045106 0.0020932562262641723 0.0006259340465541069 0.00145038990740565 0.0017093163459970617 0.00068564448903348798 0.0011987488370994908 0.0013924867492499946 0.0023073288487722578 -5.4140968843625396e-05 0.0023730250808399822 0.0015674239885255432
leaf_weight=71 77 59 95 55 64 140 88 74 54 57 53 55 82 54 119 52 1697 52
leaf_count=71 77 59 95 55 64 140 88 74 54 57 53 55 82 54 119 52 1697 52
internal_value=0 0.00220784 0.00225605 0.0008424 0.00166665 0.00231026 0.00233766 0.00272856 0.00111359 0.00191756 0.00230695 0.000630236 0.000867755 0.00232269 0.00202197 0.0003258 0.00235099 0.00181418
internal_weight=0 2677 2564 321 216 2348 2225 162 113 152 2063 244 137 2010 173 107 1837 123
internal_count=2998 2677 2564 321 216 2348 2225 162 113 152 2063 244 137 2010 173 107 1837 123
is_linear=0
shrinkage=0.0032351


Tree=3220
num_leaves=15
num_cat=0
split_feature=147 0 3 13 133 3 3 3 4 43 42 133 47 3
split_gain=1.1908 0.97629 1.38331 0.810568 1.30817 1.29047 1.0242 1.01468 0.701074 0.621839 0.559402 0.930048 0.615322 0.0978612
threshold=0.091170000000000015 0.11737000000000002 -0.17010999999999998 0.032645000000000007 -0.0081099999999999974 -0.14884499999999998 -0.115685 -0.10067 0.55074000000000012 -0.23933499999999996 0.11466000000000001 0.40408500000000008 0.11771000000000002 -0.088084999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 -6 -7 10 13 12 -12 -9 -8
right_child=-2 2 -4 4 6 7 9 8 -10 -11 11 -13 -14 -15
leaf_value=0.02459399810707202 -0.0075053171476558867 0.0092652237712468714 -0.017400964758372151 -0.011065040665760863 0.018387375177796938 -0.0081036077602597185 0.0042276919825992021 0.010043765209116609 0.023613547692931364 -0.0068303484448094635 -0.0092769902457854759 0.010690387287296982 -0.00035049633784777509 0.011953076209805479
leaf_weight=86 77 68 55 79 87 53 52 1972 53 75 67 80 93 52
leaf_count=86 77 68 55 79 87 53 52 1972 53 75 67 80 93 52
internal_value=0 0.00824286 -0.00264783 0.00873063 0.00305706 0.0095443 0.00725624 0.00898536 0.00938583 0.00183868 0.00904432 0.00158053 0.009575 0.00810322
internal_weight=0 2872 123 2749 345 2404 266 2318 2265 179 2212 147 2065 104
internal_count=2949 2872 123 2749 345 2404 266 2318 2265 179 2212 147 2065 104
is_linear=0
shrinkage=0.125042


Tree=3221
num_leaves=18
num_cat=0
split_feature=147 13 156 1212 43 160 403 1 42 1212 402 402 43 13 13 43 42
split_gain=0.823923 0.710236 1.32875 0.765452 0.682382 0.655687 0.490679 0.517756 0.485182 0.51505 0.553636 0.97697 0.534134 0.459215 0.743929 0.361847 0.209164
threshold=0.091170000000000015 0.055610000000000007 0.0010500000000000004 0.12218000000000002 0.0085250000000000031 -0.55045999999999984 -0.014459999999999999 0.11156000000000001 0.10383500000000001 -0.072599999999999984 0.10530000000000002 0.089310000000000014 1.0000000180025095e-35 -0.065539999999999987 -0.05171499999999999 -0.27619499999999997 0.11382000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 6 -1 -3 15 9 12 11 -11 -7 16 -15 -8 -10
right_child=-2 2 -4 -5 -6 8 7 -9 13 10 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.006191768764080301 -0.0061198519704640849 -0.0086169053641527403 0.017460072082995867 0.021296435699713158 -0.014254332133238701 0.023269921944174755 0.0010111597064006172 -0.0067563571238040314 0.0027352358807594297 0.0074008669836938823 -0.0037999348872386775 0.021681355359694857 0.0067020675776642254 -0.013375936305947458 0.0054008181901387987 0.012724347910942235 0.013092878549533381
leaf_weight=54 77 61 68 59 52 66 74 52 60 1863 62 75 53 56 73 86 58
leaf_count=54 77 61 68 59 52 66 74 52 60 1863 62 75 53 56 73 86 58
internal_value=0 0.00672132 0.00187509 0.00748908 -0.00138175 0.00715191 0.00106538 0.0038575 0.00745701 0.00805661 0.00758916 0.00795419 0.015902 0.00230776 -0.00274019 0.00731518 0.00783737
internal_weight=0 2872 393 2479 325 2420 273 212 2366 2119 2000 1938 119 247 129 160 118
internal_count=2949 2872 393 2479 325 2420 273 212 2366 2119 2000 1938 119 247 129 160 118
is_linear=0
shrinkage=0.12259


Tree=3222
num_leaves=29
num_cat=0
split_feature=1 12 1 150 12 4 49 16 13 39 16 4 13 1 3 3 51 1 42 4 12 13 475 1447 3 2 4 43
split_gain=40.6806 11.4226 6.67803 2.70038 1.95722 2.33509 1.72198 1.70575 1.4093 1.32393 1.12704 1.00622 0.972565 0.926147 0.908671 0.899316 0.871926 1.39697 0.718911 0.678468 0.624439 0.736009 0.612815 0.627615 0.523837 0.467135 0.427122 0.0656518
threshold=0.12313000000000002 0.056995000000000011 0.094935000000000005 1.0000000180025095e-35 0.098595000000000016 0.046185000000000004 0.0052300000000000011 0.044620000000000007 -0.11760499999999999 0.096625000000000016 -0.098494999999999985 -0.0040999999999999986 -0.09330999999999999 0.091725000000000015 -0.088484999999999994 -0.11211999999999998 -0.033649999999999992 0.088785000000000017 0.09087000000000002 0.41552000000000006 0.11619500000000001 0.055610000000000007 -0.087769999999999987 -0.085804999999999979 -0.075579999999999994 0.13554000000000002 -0.085594999999999991 -0.031974999999999996
decision_type=2 2 2 2 2 2 2 2 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 8 15 16 10 -3 12 -4 -5 -2 22 -15 -6 -1 -18 -16 -14 21 27 -10 -24 -20 -11 -25 -17
right_child=9 4 3 11 5 -7 -8 -9 13 25 -12 -13 19 14 18 20 17 -19 24 -21 -22 -23 23 26 -26 -27 -28 -29
leaf_value=0.0012866917850532741 0.00038317669645923695 0.002376592722337104 0.0013791203428303541 0.0010276624713841363 0.002240033633750753 0.0012649539701307421 0.0021634552930361547 0.0018221954702653314 0.0016481006159178378 0.00045522324264782608 0.00075731905157510433 0.0004256989278889405 0.001138008482922081 0.00139436802304558 0.0021826331042150773 0.0021172623512596658 0.0015041664458566493 0.0021729566679740062 0.001558818131365721 0.00062532787207210492 0.00149274045508778 0.0015622293360925145 0.0017097618566301572 0.0021624149580517812 0.0019883353069056887 2.6972288238291276e-05 0.0019922319558243946 0.0019462620414801223
leaf_weight=62 65 88 75 53 54 91 83 52 55 53 52 65 55 54 56 52 90 52 73 54 62 54 75 187 52 54 1069 62
leaf_count=62 65 88 75 53 54 91 83 52 55 53 52 65 55 54 56 52 90 52 73 54 62 54 75 187 52 54 1069 62
internal_value=0 0.00181737 0.00141728 0.00107691 0.00192948 0.00171712 0.00176939 0.00132759 0.00197605 0.000523082 0.0011248 0.000696365 0.00069732 0.00195429 0.00176517 0.00186189 0.00160889 0.00174932 0.0018756 0.000884337 0.00177296 0.00187616 0.00198633 0.00200028 0.00173777 0.000239419 0.0020176 0.00202457
internal_weight=0 2668 584 297 2084 375 287 179 1709 281 127 118 174 1621 235 284 204 142 181 109 230 168 1386 1331 125 107 1256 114
internal_count=2949 2668 584 297 2084 375 287 179 1709 281 127 118 174 1621 235 284 204 142 181 109 230 168 1386 1331 125 107 1256 114
is_linear=0
shrinkage=0.0032351


Tree=3223
num_leaves=23
num_cat=0
split_feature=3 131 147 3 3 150 43 16 130 1204 158 399 403 133 43 133 401 16 16 16 15 15
split_gain=0.680389 1.45981 0.731375 0.99007 0.698308 0.559234 1.18112 0.796471 0.547394 0.454512 0.396093 0.379047 0.373636 0.480132 0.943639 0.683106 0.463244 0.499075 0.366815 0.482649 0.29501 0.204926
threshold=-0.039864999999999991 0.09135500000000002 0.089430000000000023 0.3148450000000001 -0.018854999999999997 0.081245000000000026 -0.077559999999999976 -0.085454999999999989 -0.14499999999999999 -0.069634999999999989 0.12030500000000001 0.08579500000000001 0.060270000000000011 -0.07192999999999998 0.082870000000000013 -0.00087999999999999992 0.084900000000000017 -0.080789999999999987 -0.070834999999999995 -0.087969999999999979 -0.18498499999999998 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 6 -6 -7 -1 11 12 -10 13 18 15 -15 17 -14 19 -11 -8 -18
right_child=1 -3 -4 -5 5 7 20 -9 9 10 -12 -13 16 14 -16 -17 21 -19 -20 -21 -22 -23
leaf_value=0.020215446742747688 -0.0078971397830819388 0.02379997441300093 -0.012196228176993886 -0.013159400613175484 -0.010907633625697662 0.002392896160414566 0.013827559381032696 0.023532377598513465 0.0067268030271720944 0.011721106875336651 -0.0024767062430207146 -0.006646937324923584 0.0055693052203789426 0.00055415880933048557 -0.0070456357073821604 0.0096480204579678392 0.014211519319092187 -0.0096682299410046357 0.0060125207909393318 0.025932484110460431 0.0048600388924286506 0.0036815670375280976
leaf_weight=55 66 52 57 57 73 54 79 63 71 96 59 67 77 151 65 1244 66 64 63 66 248 56
leaf_count=55 66 52 57 57 73 54 79 63 71 96 59 67 77 151 65 1244 66 64 63 66 248 56
internal_value=0 0.00318329 0.00164322 0.00287792 0.00444823 0.00602686 0.00375352 0.0137873 0.00763745 0.00731431 0.00780116 0.000223889 0.00811315 0.00881157 0.00796428 0.00866464 0.00363331 -0.00133737 0.0143035 0.0175193 0.00703067 0.00938926
internal_weight=0 749 697 640 583 517 400 117 2200 2145 2007 138 1948 1685 1460 1395 263 141 225 162 327 122
internal_count=2949 749 697 640 583 517 400 117 2200 2145 2007 138 1948 1685 1460 1395 263 141 225 162 327 122
is_linear=0
shrinkage=0.127543


Tree=3224
num_leaves=17
num_cat=0
split_feature=1 1 16 1 12 41 41 0 16 48 16 1444 0 4 13 2
split_gain=0.511956 0.99638 1.06617 0.741422 0.656776 0.603231 0.556449 0.599026 2.58983 0.733678 1.22183 0.469494 0.406712 0.414667 0.389777 0.282663
threshold=0.12313000000000002 0.13385500000000003 -0.11082499999999999 0.11215000000000001 -0.080929999999999988 0.082980000000000012 1.0000000180025095e-35 -0.10998999999999999 -0.010034999999999999 0.090350000000000014 -0.42607499999999993 -0.044864999999999995 -0.097774999999999987 0.008570000000000003 -0.00080499999999999983 0.11231500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 6 7 8 9 10 -1 -9 -13 -14 15 -5
right_child=1 2 -4 14 -6 -7 -8 11 -10 -11 -12 12 13 -15 -16 -17
leaf_value=0.011246930145970075 -0.011204284996290713 0.022024787197333206 -0.0046785405079270634 0.022059945210660261 0.0037570208809324392 -0.0046530938897495714 0.017393265575463356 0.016558243090818617 -0.023468460263121934 0.016768160053110218 -0.0067078954156755124 0.013301345480418694 0.0057080269028187171 -0.00023179680581085333 0.0048930822211575792 0.010535867845057641
leaf_weight=100 77 52 94 64 58 87 52 55 53 58 111 89 1705 180 58 56
leaf_count=100 77 52 94 64 58 87 52 55 53 58 111 89 1705 180 58 56
internal_value=0 0.000211479 0.00452654 0.0055038 0.0124041 0.0049778 0.005327 0.00505959 0.000334111 0.00502851 0.00179554 0.00580889 0.00550875 0.00514016 0.0128548 0.0166925
internal_weight=0 281 204 2668 110 2490 2403 2351 322 269 211 2029 1974 1885 178 120
internal_count=2949 281 204 2668 110 2490 2403 2351 322 269 211 2029 1974 1885 178 120
is_linear=0
shrinkage=0.11783


Tree=3225
num_leaves=25
num_cat=0
split_feature=1210 0 11 49 1 2 0 12 52 2 2 47 0 51 1 0 12 1456 0 52 159 43 2 2
split_gain=0.752329 0.758743 0.647984 0.601165 0.732652 1.08 1.07027 0.605339 0.61228 0.583601 0.540679 0.495721 0.595318 0.830764 1.0147 0.720754 0.586282 0.554294 0.566811 0.63221 0.411798 0.596966 0.616039 0.182716
threshold=-0.064679999999999974 -0.09194999999999999 0.091870000000000021 -0.053544999999999988 0.095920000000000019 0.12299 -0.14385499999999998 0.084355000000000013 -0.068039999999999975 0.081055000000000016 0.084525000000000003 0.11224000000000002 -0.042499999999999989 -0.14644999999999997 0.078705000000000011 0.080385000000000012 0.091395000000000018 0.091180000000000011 -0.089594999999999994 0.12441000000000001 -0.010169999999999998 -0.09007999999999998 0.097005000000000022 0.088185000000000013
decision_type=2 2 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 11 7 9 6 -6 8 -2 -5 -1 12 17 -14 -15 -16 -13 18 -3 -20 -11 -22 -23 -12
right_child=1 2 -4 4 5 -7 -8 -9 -10 20 23 16 13 14 15 -17 -18 -19 19 -21 21 22 -24 -25
leaf_value=-0.014676637071539805 0.0049090115911601369 0.015423983144237683 -0.007649927671064944 -0.0091004184944074775 -0.020680392688461231 0.0069711426900427769 -0.00020918386255565903 -0.0027092119506101514 0.023383685767172084 0.015391748117059276 0.005776840689297149 -0.011518210571345449 -0.002779972749570773 0.0023639335456266926 0.024839455088429812 0.0086410932810783107 0.0073662956287295174 0.018281131473617623 0.003725062597841315 0.011279287455882274 0.015464220803234344 -0.0038944838937336069 0.011923778251866192 -0.0044558897781807371
leaf_weight=52 64 89 53 53 92 75 76 56 54 55 61 52 52 78 136 67 55 58 1151 214 52 155 54 53
leaf_count=52 64 89 53 53 92 75 76 56 54 55 61 52 52 78 136 67 55 58 1151 214 52 155 54 53
internal_value=0 0.00493622 0.00625312 0.00157522 -0.000303422 -0.00574345 -0.0114277 0.00819069 0.0133751 0.00327535 -0.00389735 0.00663131 0.00712093 0.0120069 0.0147481 0.0194999 -0.0017985 0.00604394 0.00555486 0.00491039 0.00535534 0.00323517 0.000186017 0.00100757
internal_weight=0 2791 2005 786 612 243 168 174 118 369 166 1952 1845 333 281 203 107 1512 1454 1365 316 261 209 114
internal_count=2957 2791 2005 786 612 243 168 174 118 369 166 1952 1845 333 281 203 107 1512 1454 1365 316 261 209 114
is_linear=0
shrinkage=0.127543


Tree=3226
num_leaves=36
num_cat=0
split_feature=1 3 15 52 15 52 51 1 3 15 1 48 15 133 1 3 42 42 13 13 42 3 13 159 13 475 42 15 3 3 15 1213 133 13 1
split_gain=25.836 5.55195 2.77334 2.40504 2.14625 2.8485 3.6673 1.99961 1.84506 1.61006 1.56369 0.989853 0.944486 0.917436 0.828946 0.828979 0.763434 0.739164 1.38409 0.901884 0.868908 0.757131 0.729907 0.677296 0.676503 0.669068 0.473577 0.685599 0.449758 0.387829 0.304034 0.267764 0.228568 0.159272 0.0539925
threshold=0.10921500000000002 -0.053364999999999996 0.037885000000000009 -0.072144999999999987 -0.0058149999999999999 -0.41694999999999993 -0.07742499999999998 0.096035000000000023 -0.15041499999999997 -0.077474999999999988 0.078705000000000011 0.081520000000000023 -0.19631499999999999 -0.031084999999999998 0.12646500000000002 0.40411000000000002 -0.046564999999999995 0.087745000000000004 -0.092584999999999987 -0.065539999999999987 0.08955500000000001 -0.087284999999999988 -0.083574999999999997 0.082420000000000007 -0.011154999999999998 -0.085359999999999978 -0.021064999999999997 0.086035000000000014 -0.13392999999999997 -0.08916499999999998 0.092705000000000023 0.084835000000000008 0.11667000000000001 -0.007069999999999999 0.13809000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 7 -6 -7 12 -4 14 -8 -9 -1 16 -3 34 -14 18 -10 20 -19 29 25 -24 -11 -15 30 -28 -5 33 -23 32 -22 -20 -16
right_child=1 9 8 28 5 6 10 11 17 24 -12 -13 13 22 15 -17 -18 19 21 -21 31 26 23 -25 -26 -27 27 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.0021770682068044315 0.0020069199872788835 0.00083556790296130746 0.0024989909140026006 0.00097431254511470356 0.0020792191277171118 0.00062047174225569467 0.0012315799470601215 0.001656968424567267 0.0014217080580497315 0.00079730631863769968 0.0019669262099312819 0.0011539795569132543 0.0018044205113510454 0.0016506130874907087 0.00035644794978989292 0.00079151974082078793 0.0013274853092060011 0.0014525717997957231 0.0020824763730545601 0.0014861220525435707 0.0017963756738617151 0.0021180789308514842 0.001663743607210999 0.0020177797194376713 0.0013121998298422206 0.0020352312373003666 0.0019949116916201464 0.0024257267782583566 0.0013981135434996568 0.0016689375985169742 0.0017640212739163284 0.0021368084170357597 0.0020410232551342526 0.0018782269569118353 0.00020357197378743669
leaf_weight=67 59 101 53 57 53 72 73 87 52 52 56 85 65 65 52 52 86 52 66 102 149 55 331 73 61 220 77 88 54 80 55 53 62 140 52
leaf_count=67 59 101 53 57 53 72 73 87 52 52 56 85 65 65 52 52 86 52 66 102 149 55 331 73 61 220 77 88 54 80 55 53 62 140 52
internal_value=0 0.00097389 0.0017724 0.00146772 0.00167138 0.00139776 0.0012179 0.00173575 0.00189659 0.000746899 0.00155107 0.0014086 0.00179776 0.00176746 0.000602249 0.000450965 0.00153302 0.00186559 0.00193911 0.00175769 0.00184523 0.001987 0.00181879 0.0017278 0.00107557 0.00194763 0.00211161 0.00222489 0.0011808 0.00186707 0.00194137 0.00192244 0.00186843 0.00194384 0.000280349
internal_weight=0 540 2417 170 1333 254 201 1079 1084 370 129 172 907 840 257 156 151 1031 613 418 316 561 689 404 113 285 275 165 111 286 110 264 211 206 104
internal_count=2957 540 2417 170 1333 254 201 1079 1084 370 129 172 907 840 257 156 151 1031 613 418 316 561 689 404 113 285 275 165 111 286 110 264 211 206 104
is_linear=0
shrinkage=0.0032998


Tree=3227
num_leaves=25
num_cat=0
split_feature=4 12 2 123 2 4 14 2 4 150 2 4 2 14 2 12 4 16 43 50 12 160 160 52
split_gain=130.835 55.4308 17.7438 13.4235 11.4696 5.69394 4.39893 4.26666 3.82936 3.12829 2.38202 2.04801 1.93605 1.74217 1.28132 1.27364 1.19635 1.16644 1.15413 0.962608 0.862769 1.17671 1.06597 0.317068
threshold=0.31392000000000003 0.056995000000000011 0.10979000000000001 1.0000000180025095e-35 0.13154000000000002 0.049545000000000006 0.073890000000000011 0.14132000000000003 -0.17568999999999999 0.081245000000000026 -0.0050599999999999994 -0.011209999999999999 0.097005000000000022 -0.45687499999999998 0.11741500000000001 -0.042789999999999988 0.046185000000000004 -0.28430999999999995 0.0037100000000000002 -0.096759999999999999 0.090455000000000021 -0.5242349999999999 -0.059339999999999997 0.024870000000000003
decision_type=2 2 2 2 2 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 12 14 -1 13 -5 -10 20 -2 -4 -15 -13 -7 23 -19 21 -3 -22 -14
right_child=9 4 7 10 -6 17 -8 -9 11 -11 -12 16 18 15 -16 -17 -18 19 -20 -21 22 -23 -24 -25
leaf_value=0.0029166145604118837 0.00044427213645064766 0.0033176539202973082 0.00059226427222369542 0.00047408128213865587 0.0011472198524214616 0.0025294952661147536 0.0036330477786756278 -0.00017742714538363424 0.0015839168062553631 0.00078118374638465533 0.0013827079269023259 0.0025718443205606889 0.0024999004527539274 -0.00047764622878574174 0.0012820172272709248 6.9850294041004561e-05 0.0019311121034601946 0.0024061558130923739 0.0021319346284210416 0.0018516418853397301 0.0023813117105635053 0.002802682408694366 0.0027412588584804346 0.0027888854880505948
leaf_weight=75 58 52 57 56 54 81 60 53 70 61 72 72 118 95 61 90 58 52 81 103 116 870 423 69
leaf_count=75 58 52 57 56 54 81 60 53 70 61 72 72 118 95 61 90 58 52 81 103 116 870 423 69
internal_value=0 0.00239861 0.00149072 0.00186868 0.00264925 0.00268929 0.00275292 0.000599757 0.00227965 0.000113044 0.000985459 0.00204061 0.00272236 -5.45334e-05 0.00094913 -0.000211106 0.00228625 0.00220677 0.00246335 0.0020379 0.00276984 0.00283176 0.00266386 0.00260672
internal_weight=0 2653 574 403 2079 2025 1789 171 275 304 128 200 1729 243 118 185 130 236 268 155 1461 922 539 187
internal_count=2957 2653 574 403 2079 2025 1789 171 275 304 128 200 1729 243 118 185 130 236 268 155 1461 922 539 187
is_linear=0
shrinkage=0.0032998


Tree=3228
num_leaves=22
num_cat=0
split_feature=4 13 51 51 13 40 151 1210 16 151 12 12 12 4 483 16 4 13 16 4 16
split_gain=0.891385 0.653296 0.644554 1.01168 0.535068 0.535295 0.961834 0.459238 0.439506 0.955879 0.678176 0.422487 0.343704 0.321447 0.657762 0.635418 0.935823 0.531506 0.453501 0.408465 0.33546
threshold=0.024470000000000002 -0.16392499999999996 -0.41109999999999997 -0.073259999999999978 0.17888000000000001 -0.084924999999999987 0.077805000000000013 -0.064679999999999974 -0.011849999999999998 -0.063719999999999985 0.084130000000000024 0.089505000000000015 0.10082000000000001 0.41823000000000005 0.084885000000000016 -0.33811499999999994 0.40052000000000004 -0.085349999999999995 -0.49804499999999996 0.10055500000000002 -0.066539999999999988
decision_type=2 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 -3 7 11 9 -9 -10 -7 -6 15 17 16 18 -15 -5 20 -17
right_child=2 4 3 13 12 6 -8 8 10 -11 -12 -13 -14 14 -16 19 -18 -19 -20 -21 -22
leaf_value=-0.0039587417595012345 0.011788706755742444 -0.0055002966078358997 -0.016420320142860177 0.004923125154413583 0.022739012435149069 0.0068614889739244149 0.022862581211873734 0.022312689485824322 -0.00062257092890423654 0.0080867074178004768 0.0077423788565837513 -0.0066769895180286273 0.0091457307080729747 0.00079445999717466659 -0.0056707426269071845 0.0059446887962108612 -0.0082874560970893907 0.016548540949905492 0.019518068144401157 -0.014321619773255075 -0.0080791632759190761
leaf_weight=82 97 53 52 101 60 76 64 84 227 918 514 74 62 56 55 54 65 93 53 60 57
leaf_count=82 97 53 52 101 60 76 64 84 227 918 514 74 62 56 55 54 65 93 53 60 57
internal_value=0 0.00720175 0.0020935 0.000635615 0.00763164 0.00713261 0.00747544 0.0069545 0.00753728 0.00928066 0.005178 0.000173429 0.0158421 0.00213102 0.0062334 -1.1349e-05 0.00453429 0.0106367 0.0099549 -0.00584091 -0.00124448
internal_weight=0 2214 743 646 2132 2010 1957 1893 1743 1002 741 150 122 594 204 390 219 149 154 171 111
internal_count=2957 2214 743 646 2132 2010 1957 1893 1743 1002 741 150 122 594 204 390 219 149 154 171 111
is_linear=0
shrinkage=0.127543


Tree=3229
num_leaves=25
num_cat=0
split_feature=12 2 15 2 2 11 52 41 2 15 2 376 14 15 12 15 1210 52 15 2 52 52 15 160
split_gain=32.3859 12.6721 5.95633 6.90381 5.21815 2.50326 4.58429 2.51019 2.02595 2.01495 2.91976 1.83238 1.67433 1.25845 1.31619 1.23351 0.731871 0.752268 0.60842 1.00673 0.491659 0.60311 0.354259 0.325615
threshold=0.056995000000000011 0.13501500000000002 -0.38214499999999996 0.10859000000000001 0.079570000000000016 0.086175000000000015 -0.06860999999999999 0.078150000000000011 0.14253500000000002 -1.0000000180025095e-35 0.094905000000000017 0.081270000000000023 -1.0000000180025095e-35 -0.025879999999999997 0.086535000000000015 -0.076929999999999985 -0.064679999999999974 0.06136500000000001 0.087670000000000012 0.084485000000000018 0.43161000000000005 -0.072144999999999987 -0.091554999999999984 -0.013024999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 12 4 11 7 -7 13 15 10 -6 -4 -1 14 22 -5 17 -15 19 -18 21 -16 -2 -20
right_child=1 -3 3 8 9 6 -8 -9 -10 -11 -12 -13 -14 16 20 -17 18 -19 23 -21 -22 -23 -24 -25
leaf_value=0.0014223961502685563 0.002408511418601661 0.00094478434556555051 0.0017601399091009585 0.0011069077221360648 0.0024229147672309445 0.002514273784627707 0.0012155732727290023 0.0030769086705184959 0.0007704756766653087 0.0025683290072301165 0.0015992564759183103 0.0010174802548433863 0.00079174420233781712 0.001931845238298136 0.0022773179372323135 0.0016779984539136547 0.0027329252230894521 0.0024159198095936528 0.0022555769596921877 0.0024383879951541394 0.0024455325231433995 0.002045687279668214 0.0027480827511880521 0.0024340326344327941
leaf_weight=74 81 65 84 63 86 58 52 53 60 103 88 56 100 57 218 98 183 78 142 338 69 247 54 450
leaf_count=74 81 65 84 63 86 58 52 53 60 103 88 56 100 57 218 98 183 78 142 338 69 247 54 450
internal_value=0 0.00232468 0.00158081 0.00172276 0.00196309 0.00236778 0.00190065 0.00239385 0.00126912 0.00221556 0.00200655 0.00146332 0.00106015 0.00237495 0.00226323 0.00145474 0.0024348 0.00221178 0.00246182 0.00254191 0.00219204 0.00215435 0.00254459 0.00239128
internal_weight=0 2145 812 638 417 2080 110 1970 221 277 174 140 174 1917 669 161 1248 135 1113 521 534 465 135 592
internal_count=2957 2145 812 638 417 2080 110 1970 221 277 174 140 174 1917 669 161 1248 135 1113 521 534 465 135 592
is_linear=0
shrinkage=0.00317166


Tree=3230
num_leaves=28
num_cat=0
split_feature=1 3 123 52 15 150 1 1 3 3 42 52 1 3 1 3 49 3 480 1447 49 474 1212 49 42 3 159
split_gain=114.267 25.1368 9.86512 5.46332 4.33797 4.07987 8.21332 2.7733 2.70492 1.9006 1.62225 1.4342 1.38592 1.87077 1.48791 1.05945 0.918145 0.719408 0.683394 1.12075 0.674768 0.659868 0.603462 0.572473 0.440104 0.238934 0.194527
threshold=0.10575500000000002 -0.06656999999999999 0.080635000000000012 -0.22118499999999996 -0.075094999999999981 0.082085000000000019 0.088885000000000006 0.12040000000000002 -0.15415499999999996 -0.081184999999999993 0.089975000000000013 0.28122000000000008 1.0000000180025095e-35 -0.044539999999999989 0.090300000000000005 0.040040000000000006 -0.042794999999999993 -0.012814999999999998 0.086995000000000017 -0.084204999999999988 0.091160000000000005 0.088585000000000011 0.054415000000000012 -0.08069999999999998 0.11466000000000001 0.0012800000000000001 -0.073489999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 7 9 23 -3 -5 11 12 18 13 20 17 -9 -6 -14 19 -1 -11 -21 24 -7 26 -16 -12
right_child=1 4 -4 8 16 6 -8 15 -10 10 22 -13 14 -15 25 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.003412466038948592 0.0029703561541176617 0.00094182482954643834 0.0017240869288937708 0.0011805719147055373 0.00090248898377657161 0.0030467372777073908 0.0013560710216342744 -6.0021183791485335e-06 0.0021279196402047029 0.0029777697252973941 0.0027246388790915024 0.0024421418528748932 0.0029796161508486478 0.0022308998861160752 0.0025772701515822069 0.00048949069049599738 0.001431362347099719 0.0034756721492096619 0.0026035069494680127 0.0029385534016227459 0.0025834426762205718 0.0033231514332927804 0.0028869887680054115 0.002605917976986883 0.00229031558919017 0.0029051338334270468 0.0025106309416999639
leaf_weight=65 60 96 96 52 67 62 62 90 90 149 75 60 56 71 52 98 78 79 54 879 72 53 55 71 79 52 152
leaf_count=65 60 96 96 52 67 62 62 90 90 149 75 60 56 71 52 98 78 79 54 879 72 53 55 71 79 52 152
internal_value=0 0.00117474 0.00276047 0.00213463 0.000722677 0.00280572 0.00234905 0.00048537 0.00178125 0.00285016 0.00273615 0.00294166 0.00285277 0.00269918 0.00304028 0.000252099 0.00118723 0.00327016 0.00297014 0.00298997 0.00284946 0.00296046 0.00256451 0.00281168 0.00250644 0.00274154 0.00258149
internal_weight=0 631 2294 202 429 2198 195 284 142 2003 892 1111 531 292 239 188 145 135 1051 997 221 932 361 133 306 104 227
internal_count=2925 631 2294 202 429 2198 195 284 142 2003 892 1111 531 292 239 188 145 135 1051 997 221 932 361 133 306 104 227
is_linear=0
shrinkage=0.0032998


Tree=3231
num_leaves=21
num_cat=0
split_feature=1 1 12 3 151 1 40 51 11 3 123 51 3 3 0 4 15 0 1 158
split_gain=43.2409 9.61207 8.68119 4.55146 4.05686 2.48885 2.2502 2.06213 1.90366 1.86099 1.6325 1.48118 1.18879 0.84753 1.07924 1.09933 0.798022 0.725064 0.889361 0.596457
threshold=0.11883500000000001 0.090740000000000015 -0.0089849999999999982 -0.063264999999999988 -0.064619999999999983 0.14787500000000001 -0.0063949999999999988 -0.11101499999999999 0.079700000000000007 0.30863500000000005 0.086445000000000008 -0.057604999999999996 -0.14954999999999999 0.091085000000000013 -0.14534499999999997 0.036605000000000006 0.11447500000000001 -0.11991499999999998 0.099440000000000014 0.078875000000000015
decision_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 10 -2 -4 6 -5 -6 12 -8 -3 -9 -1 14 -14 16 -16 -13 -19 -17
right_child=3 2 4 5 7 -7 9 11 -10 -11 -12 17 13 -15 15 19 -18 18 -20 -21
leaf_value=0.0017729203064528044 0.001634565954991427 0.00081555784023249769 0.0014170952955909219 0.00051616950361870633 0.0027361779835356139 0.00016234045516928165 0.001589222272238862 0.0015577194926292264 0.0028578513282244474 0.00074404758339919751 0.0015459543809242967 0.001817961234157707 0.0027499232209457448 0.0019166207944960405 0.002324688772041453 0.0019301816676144342 0.0019695214808060088 0.0020614922840378191 0.0024531510364934517 0.0022946494272153514
leaf_weight=54 76 88 102 93 57 66 63 55 60 52 54 61 54 71 1357 146 74 158 108 76
leaf_count=54 76 88 102 93 57 66 63 55 60 52 54 61 54 71 1357 146 74 158 108 76
internal_value=0 0.00215606 0.00182025 0.000919708 0.00201092 0.000721297 0.000898489 0.00214881 0.00227726 0.00120736 0.00109356 0.00206108 0.00225823 0.00227295 0.00228775 0.00227263 0.00230635 0.00214563 0.00222064 0.00205511
internal_weight=0 2575 683 350 541 274 208 439 1892 115 142 382 1832 1778 1707 1653 1431 327 266 222
internal_count=2925 2575 683 350 541 274 208 439 1892 115 142 382 1832 1778 1707 1653 1431 327 266 222
is_linear=0
shrinkage=0.0032998


Tree=3232
num_leaves=28
num_cat=0
split_feature=1 3 49 1 2 2 2 15 0 0 0 14 1 2 3 13 16 50 0 50 12 16 12 49 2 52 131
split_gain=91.3588 17.574 7.86287 7.0863 6.08325 5.69401 3.97406 2.95926 2.32596 2.30841 2.06046 1.89376 1.6506 1.44348 1.07039 0.846294 0.772725 1.41216 0.747657 0.722922 0.512153 0.509587 0.417728 0.408512 0.933951 0.492497 0.341617
threshold=0.10575500000000002 -0.06656999999999999 -0.026279999999999998 0.088965000000000002 0.14253500000000002 0.10656 -1.0000000180025095e-35 -0.087644999999999987 -0.061674999999999994 -0.064994999999999983 -0.10228499999999999 0.073890000000000011 0.091280000000000014 0.090215000000000004 -0.11211999999999998 -0.08176499999999999 0.19384500000000002 0.08956500000000002 -0.17862999999999998 0.10861000000000003 0.10279500000000001 0.066010000000000013 0.11108500000000002 0.091255000000000017 0.097300000000000011 0.10861000000000003 0.086210000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 15 6 9 -3 -5 -6 -2 18 12 13 14 -4 -1 17 26 -8 21 23 -16 -22 25 -25 -15 -14
right_child=1 4 11 7 8 -7 10 -9 -10 -11 -12 -13 16 20 19 -17 -18 -19 -20 -21 22 -23 -24 24 -26 -27 -28
leaf_value=0.0022518498976427442 0.0024632987048880581 -1.2311076904420382e-05 0.0018378438810553589 0.0003548732514732763 9.4899887038078556e-05 0.0008469746791009143 0.00083577716077670456 0.0014539410843534039 -0.00082982919062990295 0.0015320711373340971 0.0012106539192624569 0.0026720777589937976 0.0014496305087357139 0.0022920119839591256 0.0023111537827499896 0.001754833012165427 0.0022595943308715673 0.0021402093395488145 0.00033464674387217417 0.0019754461131586891 0.0016802027641315421 0.0026412462383278322 0.0020447874109730613 0.0016947166771618318 0.0021867239152717952 0.0020205644506481402 0.0018031226762641509
leaf_weight=84 55 92 57 52 67 85 57 55 53 62 84 83 71 222 823 69 60 94 76 68 56 56 95 68 114 113 54
leaf_count=84 55 92 57 52 67 85 57 55 53 62 84 83 71 222 823 69 60 94 76 68 56 56 95 68 114 113 54
internal_value=0 0.000695112 0.002113 0.00157217 0.000317127 0.00149769 0.000562039 0.000920144 -0.000313229 0.00197013 0.000805704 0.00218212 0.00216125 0.00220061 0.00228006 0.00202794 0.00192528 0.00183353 0.000549682 0.00230664 0.00208114 0.00233222 0.00190981 0.00213111 0.00200309 0.00220055 0.00160262
internal_weight=0 631 2294 260 429 202 309 107 120 117 217 2034 1951 1672 1004 153 279 219 133 947 668 879 151 517 182 335 125
internal_count=2925 631 2294 260 429 202 309 107 120 117 217 2034 1951 1672 1004 153 279 219 133 947 668 879 151 517 182 335 125
is_linear=0
shrinkage=0.0032998


Tree=3233
num_leaves=19
num_cat=0
split_feature=2 49 13 2 2 133 16 2 457 150 482 482 2 1 43 403 2 2
split_gain=1.42733 1.10151 1.16257 1.01484 0.635137 0.620862 0.528461 0.562403 0.503643 0.72139 0.642127 0.822243 0.791629 0.810411 0.408769 0.40723 0.343284 0.192815
threshold=0.17990500000000001 -0.066894999999999982 -0.064249999999999988 0.086895000000000014 0.094485000000000013 -0.081204999999999986 -0.087834999999999983 0.089545000000000013 0.097045000000000006 1.0000000180025095e-35 0.073800000000000018 0.099240000000000009 -0.069044999999999981 0.10575500000000002 0.0085250000000000031 0.087260000000000018 0.097005000000000022 0.084725000000000009
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 6 7 14 9 10 12 -12 -7 -14 -3 16 17 -8
right_child=-2 5 4 -5 -6 8 15 -9 -10 -11 11 -13 13 -15 -16 -17 -18 -19
leaf_value=0.025204209996886245 -0.0098795979152102188 0.02270837197844652 -0.013567086390092313 0.0022974988218981969 0.0040602538350473635 0.02448560487079043 0.01562427238284214 0.001647330443087921 0.021157243357958922 -0.00079132435636008525 -0.0054163704384645609 0.012566818514928762 0.011911184087761267 0.0043476534982664896 0.008447828890264136 0.029268618823678531 0.0084938279941746703 0.025858514328030997
leaf_weight=53 60 70 78 86 62 73 66 74 70 101 93 80 1425 289 67 58 59 61
leaf_count=53 60 70 78 86 62 73 66 74 70 101 93 80 1425 289 67 58 59 61
internal_value=0 0.0103829 0.00261039 0.0110417 -0.00575077 0.0112209 0.0155893 0.010807 0.0102876 0.00991773 0.0104703 0.00289153 0.0112032 0.0106367 0.0157444 0.0197191 0.0167338 0.0205509
internal_weight=0 2865 279 139 140 2586 455 211 2131 2061 1960 173 1787 1714 137 244 186 127
internal_count=2925 2865 279 139 140 2586 455 211 2131 2061 1960 173 1787 1714 137 244 186 127
is_linear=0
shrinkage=0.130093


Tree=3234
num_leaves=20
num_cat=0
split_feature=2 14 42 48 48 48 133 1446 482 475 376 48 482 13 2 2 51 12 2
split_gain=0.987676 0.853753 0.604655 0.723994 0.708593 1.124 0.684322 0.588866 0.540785 0.552867 0.427797 0.493437 0.414673 0.281466 0.246993 0.28849 0.196986 0.428852 0.16789
threshold=0.17990500000000001 0.073890000000000011 -0.047584999999999995 -0.079424999999999982 0.08035500000000001 0.085790000000000019 -0.081654999999999991 0.095900000000000013 0.088055000000000008 -0.051584999999999992 0.048375000000000008 0.095980000000000024 0.09939000000000002 -0.0066549999999999986 0.08598500000000002 0.09036000000000001 -0.064959999999999976 0.087470000000000006 0.090020000000000017
decision_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 7 -6 14 8 9 -5 11 -7 -10 -8 -1 -16 -15 -18 -19
right_child=-2 -3 3 4 5 10 13 -9 12 -11 -12 -13 -14 16 15 -17 17 18 -20
leaf_value=0.010651327246913063 -0.0075912040890046229 0.019011741725948002 -0.0049193434587801984 0.0033778179027652267 -0.01376777298335948 0.0004596380618192136 0.014948305599103553 0.01973361540941301 -0.0078214770100361684 0.0095111153854454296 -0.0045005290040805853 0.010067575663433186 0.0059545274584293173 0.012682983230171925 0.026931250428589754 0.015242338209507598 -0.0037587928280683352 0.01088292863507328 0.0036703067888033563
leaf_weight=61 60 98 75 258 52 120 72 62 53 1217 58 218 78 62 52 76 60 112 81
leaf_count=61 60 98 75 258 52 120 72 62 53 1217 58 218 78 62 52 76 60 112 81
internal_value=0 0.00797876 0.00758754 0.00667511 0.00708667 0.0028385 0.011056 0.0082269 0.00778188 0.00843918 0.00502237 0.00666027 0.000371235 0.00815464 0.0169902 0.020001 0.00659773 0.0051014 0.00786252
internal_weight=0 2865 2767 2191 2116 448 576 1668 1606 1475 396 338 131 387 189 128 315 253 193
internal_count=2925 2865 2767 2191 2116 448 576 1668 1606 1475 396 338 131 387 189 128 315 253 193
is_linear=0
shrinkage=0.120186


Tree=3235
num_leaves=15
num_cat=0
split_feature=4 3 39 16 15 457 2 0 0 3 3 4 4 13
split_gain=64.135 16.6928 13.009 3.30367 4.22126 3.24964 3.17987 2.39108 4.72703 2.16713 1.94375 1.73705 1.5512 0.72233
threshold=0.31392000000000003 0.28833000000000003 0.08456000000000001 -0.54150999999999994 -0.41725999999999991 0.10412500000000001 0.13881000000000002 -0.15029999999999996 -0.13619499999999998 -0.15288999999999997 -0.018854999999999997 0.51395000000000002 0.0048200000000000005 -0.026489999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 11 6 7 12 -9 -10 -4 -5 -1 -12
right_child=3 -3 10 4 -6 -7 -8 8 9 -11 13 -13 -14 -15
leaf_value=0.0022427138408493935 0.0010462038540178316 0.00032960611597349727 0.00069882355349378694 0.00086491284620276879 -0.0003511388931768809 0.0012992951436293751 0.0012846516594041671 0.0011768481548416275 0.0016554898400396 0.0021291707427129954 0.0016930808786939882 0.00020856692364726689 0.0029473789653002539 0.0011786782783451302
leaf_weight=89 72 67 65 89 86 59 53 62 112 1921 54 87 56 68
leaf_count=89 72 67 65 89 86 59 53 62 112 1921 54 87 56 68
internal_value=0 0.00195601 0.00199891 0.00042002 0.000247804 0.00206553 0.00208523 0.00210416 0.0020757 0.00210309 0.0011608 0.000540669 0.0025151 0.00140665
internal_weight=0 2606 2539 334 262 2352 2293 2240 2095 2033 187 176 145 122
internal_count=2940 2606 2539 334 262 2352 2293 2240 2095 2033 187 176 145 122
is_linear=0
shrinkage=0.0032998


Tree=3236
num_leaves=18
num_cat=0
split_feature=4 1375 0 16 160 43 3 50 471 4 0 155 3 43 50 51 16
split_gain=2.93218 2.21708 2.11437 1.40384 0.845743 0.80351 0.702058 0.685395 0.716083 0.627154 2.02014 0.921882 0.463087 0.458253 0.395798 0.428159 0.315078
threshold=0.31392000000000003 -0.14589999999999997 -0.15651999999999996 -0.54150999999999994 -0.075199999999999975 -0.50360999999999989 0.11995000000000001 0.10861000000000003 1.0000000180025095e-35 -0.22295999999999996 -0.063819999999999988 1.0000000180025095e-35 0.094635000000000011 -0.073079999999999992 0.11363000000000002 0.12162000000000002 -0.067654999999999979
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 -4 13 8 9 11 -11 -7 -3 -6 -9 16 -16
right_child=3 2 5 4 6 7 -8 14 -10 10 -12 -13 -14 -15 15 -17 -18
leaf_value=-0.01735913783835695 0.01197002329935842 0.019653408124352539 -0.0082914905787625209 0.001319532145054548 -0.018465624375905671 0.024111507598551404 -0.028423676102559366 -0.0085337341898680096 0.022284441726612772 0.0097930210875714057 -0.0054117608499260799 0.0036770313633908164 0.036590840540598968 -0.0014179238224725377 0.0029066539889330339 -0.0021265311474391261 0.0178695518741806
leaf_weight=61 72 77 54 87 57 117 54 54 81 1659 185 66 52 64 52 92 56
leaf_count=61 72 77 54 87 57 117 54 54 81 1659 185 66 52 64 52 92 56
internal_value=0 0.00864234 0.00926613 -0.00509439 -0.00978947 0.00834575 -0.0153207 0.00872673 0.00954325 0.00903337 0.0082668 0.0167498 0.0264923 -0.00946084 0.00194451 0.004781 0.0106788
internal_weight=0 2606 2545 334 262 2416 175 2362 2108 2027 1844 183 129 121 254 200 108
internal_count=2940 2606 2545 334 262 2416 175 2362 2108 2027 1844 183 129 121 254 200 108
is_linear=0
shrinkage=0.138056


Tree=3237
num_leaves=16
num_cat=0
split_feature=1 39 150 0 49 1213 150 12 1446 3 1453 1 39 12 0
split_gain=2.89319 1.06049 0.958346 1.34463 1.40777 0.927792 1.09338 0.986599 0.65332 1.21996 0.711227 0.672187 0.599514 0.427355 0.13182
threshold=0.14860500000000001 0.091910000000000006 0.08926000000000002 -0.085144999999999985 -0.05529499999999999 0.052605000000000006 0.075065000000000007 0.087435000000000013 0.086450000000000013 -0.083934999999999996 -0.077554999999999985 0.080320000000000016 0.10490000000000001 0.089765000000000025 -0.084044999999999995
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 8 -7 10 -10 -1 -12 -3 -9 -11
right_child=-2 12 3 -5 -6 7 -8 13 9 14 11 -13 -14 -15 -16
leaf_value=0.024492617096912334 -0.022959853928057623 -0.014282699932960666 0.0031330401559615012 0.014729101796463648 -0.024186741328668347 -0.012049627438261046 0.024593786270552986 0.01751397940885149 -0.018624101119861791 0.013202204302106425 0.01150131310813581 0.0059346607225731892 0.003693894264252786 0.0011694048169043425 0.0036196906548238142
leaf_weight=66 71 74 94 78 71 92 98 55 52 58 1040 846 86 92 67
leaf_count=66 71 74 94 78 71 92 98 55 52 58 1040 846 86 92 67
internal_value=0 0.00697356 0.00765832 -0.00111422 -0.00861327 0.0085234 0.00945435 -0.000144701 0.00875673 0.000224824 0.00952957 0.00900512 -0.00461051 0.00729536 0.00807849
internal_weight=0 2869 2709 243 165 2466 2227 239 2129 177 1952 1886 160 147 125
internal_count=2940 2869 2709 243 165 2466 2227 239 2129 177 1952 1886 160 147 125
is_linear=0
shrinkage=0.146506


Tree=3238
num_leaves=17
num_cat=0
split_feature=3 13 39 1375 132 1213 2 4 3 3 12 39 13 13 3 12
split_gain=1.84284 2.15099 0.891957 0.902499 0.794124 1.02373 0.935776 1.21174 1.55137 0.885263 0.773906 0.443905 0.420243 0.361795 0.340635 0.273431
threshold=0.30863500000000005 -0.47365999999999991 0.091910000000000006 -0.081864999999999979 0.082230000000000011 0.052605000000000006 -0.098699999999999982 0.27020000000000005 -0.0070649999999999992 -0.085549999999999973 0.085495000000000015 0.10490000000000001 -0.073514999999999983 -0.0064299999999999991 0.094635000000000011 0.091345000000000023
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 -8 -7 -6 -4 -12 -14 -9 -11
right_child=1 -3 11 4 10 9 7 14 -10 15 12 -13 13 -15 -16 -17
leaf_value=-0.0063580672096440263 0.0051773801671038564 -0.02832316370048403 -0.011002456039734623 0.023818038721253137 -0.01300034657357175 -0.013288159235147015 0.0068482535497062366 -0.008211818844675197 0.017738769804064483 0.0081362338142973046 -0.0055413700288026047 0.0020967919209413785 0.015527248360344657 0.0016078207104818108 0.0040529289912567519 -0.0032913717763309869
leaf_weight=96 66 59 76 58 62 69 1629 95 245 98 57 94 54 70 60 52
leaf_count=96 66 59 76 58 62 69 1629 95 245 98 57 94 54 70 60 52
internal_value=0 -0.010624 0.00519904 0.00577481 0.0062323 0.00696313 0.00783375 0.00737615 0.00827277 -0.00132732 -0.000697527 -0.00375133 0.00350918 0.00768049 -0.00345539 0.00416559
internal_weight=0 125 2815 2645 2549 2306 2087 2029 1874 219 243 170 181 124 155 150
internal_count=2940 125 2815 2645 2549 2306 2087 2029 1874 219 243 170 181 124 155 150
is_linear=0
shrinkage=0.127543


Tree=3239
num_leaves=29
num_cat=0
split_feature=1 1 2 124 2 52 16 13 1 0 4 11 16 0 15 15 13 16 0 0 52 2 15 124 16 15 0 52
split_gain=45.4315 9.37982 6.59808 4.31016 4.2795 5.36582 5.97177 3.24702 3.20259 2.20026 1.98134 1.82693 1.73955 1.68798 1.51903 1.49506 1.39251 0.927219 0.85097 0.928747 0.92628 0.822086 0.763053 0.593992 0.584418 0.554695 0.455446 0.190362
threshold=0.11829500000000003 0.090485000000000024 0.17990500000000001 -0.079979999999999982 0.093470000000000011 -0.41694999999999993 -0.11227499999999999 -0.36115499999999995 0.110115 -0.063819999999999988 0.27998000000000006 0.07585500000000002 0.10134000000000001 -0.072529999999999983 -1.0000000180025095e-35 -0.034094999999999993 -0.081124999999999989 -0.0070549999999999996 -0.12851999999999997 -0.21196999999999996 0.11330000000000001 0.091525000000000009 -0.43587999999999999 -0.086944999999999981 0.26768500000000006 0.084785000000000013 -0.079119999999999982 0.49613000000000007
decision_type=2 2 2 2 2 2 2 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 23 8 -6 -7 -2 13 11 15 18 -11 16 -14 -9 -5 -8 19 -1 24 -22 -12 -3 25 -20 -18 -23
right_child=2 3 -4 4 5 6 17 10 -10 12 22 -13 14 -15 -16 -17 26 -19 20 -21 21 27 -24 -25 -26 -27 -28 -29
leaf_value=0.0022865006950704056 0.00044286105984067247 0.0014474049536336356 -0.00019424702194771227 0.0017466708196704683 0.0023467300504777669 0.0019705596506892609 0.0011068163989439181 0.0019190363305847671 0.0028849437206514132 0.0015844474829595349 0.0012165367849603537 0.0028451391448811223 0.001775179670389786 0.001542647276735183 0.0024947491308656092 0.0011577566030938063 0.0024912392608087389 0.00048776120484613666 0.0024209368920110243 0.0016774165469043366 0.0018044462990163491 0.0021406645494737309 0.00070432293166637465 0.00094776920664817134 0.0020575517624743331 0.0022749509670218614 0.0021323505235779278 0.0023982499392580909
leaf_weight=59 69 53 52 64 77 84 52 62 57 86 67 66 56 62 76 52 86 54 657 52 70 82 61 52 78 523 74 57
leaf_count=59 69 53 52 64 77 84 52 62 57 86 67 66 56 62 76 52 86 54 657 52 70 82 61 52 78 523 74 57
internal_value=0 0.00214023 0.000893161 0.00181871 0.00192511 0.00161133 0.00131311 0.00107509 0.00216925 0.00226367 0.00125521 0.0023051 0.00195112 0.00202649 0.00218974 0.0015721 0.00216026 0.000791781 0.00228249 0.00200148 0.00230373 0.00209864 0.00097271 0.0012003 0.00233777 0.00235626 0.00232547 0.00224655
internal_weight=0 2577 363 715 610 267 190 311 343 1862 242 1644 218 286 132 114 224 106 1578 111 1467 209 128 105 1258 1180 160 139
internal_count=2940 2577 363 715 610 267 190 311 343 1862 242 1644 218 286 132 114 224 106 1578 111 1467 209 128 105 1258 1180 160 139
is_linear=0
shrinkage=0.0032998


Tree=3240
num_leaves=29
num_cat=0
split_feature=4 12 0 16 12 0 0 40 0 160 39 4 0 42 42 4 52 0 16 133 4 4 42 52 16 16 483 16
split_gain=37.9724 9.47046 4.91937 4.55872 4.04372 2.36409 1.61788 1.58416 1.4734 1.46719 1.39268 1.29108 0.993038 0.930473 0.884582 0.862163 0.732514 0.732048 0.652534 0.593833 0.647739 0.583798 0.530395 0.51377 0.488866 0.433336 0.425864 0.407115
threshold=0.31392000000000003 0.056995000000000011 -0.15445999999999996 0.18078000000000002 0.13642500000000005 -0.068669999999999995 -0.10185499999999999 -0.061244999999999994 -0.105195 -0.076219999999999996 0.084270000000000012 -0.082619999999999985 -0.086064999999999989 0.090775000000000008 0.080725000000000005 0.42642000000000008 -0.53473999999999988 -0.066734999999999975 -0.082119999999999985 0.041800000000000011 -0.4950449999999999 0.0014100000000000002 -0.0086449999999999982 -0.059794999999999994 -0.061024999999999989 -0.43708999999999992 0.096520000000000009 -0.052039999999999996
decision_type=2 2 2 2 2 2 2 2 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 5 11 6 10 -7 15 -10 -4 12 14 16 -3 -2 -13 26 -1 20 -14 23 -22 -15 -23 -11 -18 -25
right_child=8 4 3 -5 -6 7 -8 -9 9 25 -12 13 19 21 -16 -17 17 -19 -20 -21 22 24 -24 27 -26 -27 -28 -29
leaf_value=0.0022363612217241717 0.0011259041775936016 0.0025635664229652407 0.0012217990486712985 0.0023494991263082643 0.001508722446848738 0.0015962014351288527 0.0021489208301734373 0.00083817711041549864 0.0013241775688101851 0.00093433481936307607 0.0018997179081288985 0.0027871855545428168 0.0028600629493213854 0.0020248495110917991 0.0031157063119175558 0.0016801086784553906 0.002421312587548961 0.0020142910239819142 0.0027440414943463794 0.0022301866731196298 0.0025811849014807115 0.0022917737957980117 0.0022269738983033346 0.0022691822929661464 0.0018825502740627646 0.00055670944077681149 0.0021083218031126461 0.0025483998972603765
leaf_weight=57 76 80 73 95 58 53 71 70 61 56 61 52 54 62 54 52 869 57 56 99 126 53 76 175 85 83 52 89
leaf_count=57 76 80 73 95 58 53 71 70 61 56 61 52 54 62 54 52 869 57 56 99 126 53 76 175 85 83 52 89
internal_value=0 0.00226661 0.00187595 0.00171229 0.00236919 0.00152762 0.00174497 0.00116509 0.00107433 0.000896875 0.00153067 0.00239434 0.00254237 0.00234586 0.00278633 0.00135133 0.00240156 0.00238102 0.00248827 0.00245019 0.00253513 0.00222215 0.00244809 0.00229916 0.00203997 0.0007091 0.00240368 0.00236345
internal_weight=0 2577 536 423 2041 328 205 123 328 200 134 1983 489 1494 134 128 1030 978 113 355 256 464 202 326 138 139 921 264
internal_count=2905 2577 536 423 2041 328 205 123 328 200 134 1983 489 1494 134 128 1030 978 113 355 256 464 202 326 138 139 921 264
is_linear=0
shrinkage=0.0032998


Tree=3241
num_leaves=34
num_cat=0
split_feature=1 1 1 16 2 2 13 2 13 484 48 48 43 133 16 16 2 131 402 403 43 13 13 2 160 2 2 403 16 43 1 2 2
split_gain=36.8721 4.95063 4.24145 3.64708 3.14407 2.83193 2.56596 2.52533 1.35118 1.1062 1.08062 1.82815 1.07397 1.06696 0.8396 1.90173 0.838919 0.632655 0.756695 0.880245 0.8428 0.61224 0.588185 0.504391 0.491312 0.478612 0.36308 0.337661 0.272947 0.264848 0.252918 0.228512 0.0665478
threshold=0.11883500000000001 0.092845000000000025 0.13662500000000002 0.26411500000000004 0.092250000000000013 -1.0000000180025095e-35 -0.091014999999999999 0.087765000000000024 -0.077034999999999978 0.085560000000000011 0.09062000000000002 0.078735000000000013 -0.077614999999999976 0.031880000000000012 -0.008454999999999999 0.065285000000000024 0.13881000000000002 0.092255000000000018 0.085200000000000012 -0.12219499999999998 -0.086539999999999992 -0.076794999999999988 -0.082419999999999979 0.089795000000000014 -0.072489999999999985 0.098290000000000002 0.11231500000000001 -0.011404999999999998 -0.14239499999999997 -0.06538999999999999 0.096315000000000026 0.08400500000000001 0.10573500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 8 4 5 -3 -6 9 -2 17 11 13 -8 14 27 -16 -4 18 19 -1 -21 -12 23 -15 -7 -24 -14 -9 -18 -10 -26 -20 -5
right_child=2 3 16 32 6 24 12 10 29 -11 21 -13 26 22 15 -17 28 -19 31 20 -22 -23 25 -25 30 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.0017491187165871573 0.00085028052748039326 0.0013404934882185087 0.00077368240030470663 0.0021722911489977562 0.00077833820530093256 0.0023191641259049196 0.001209371244331103 0.0021584207797394981 0.0012767155059936679 0.0018627192847943093 0.0019695461382850062 0.0025651190184679084 0.0019383487796481662 0.001981527858013954 0.0012060210340119222 0.0019596150075312487 0.00047670306915762904 0.0024664051467471965 0.0025614222483735178 0.0019024374188740475 0.0022430240318167356 0.0015299383866546263 0.0020871712196388328 0.0023728115025124898 0.0021180547342343689 0.0018300547566516337 0.0015500362107089107 0.0018703669038895483 0.00014399446196791712 0.0016030227907365541 0.0018272473670069367 0.0022830947069539076 0.0023483925341731961
leaf_weight=56 68 82 68 56 64 56 64 60 56 101 53 55 52 57 63 80 52 101 61 95 416 93 182 94 58 136 52 168 52 52 76 72 54
leaf_count=56 68 82 68 56 64 56 64 60 56 101 53 55 52 57 63 80 52 101 61 95 416 93 182 94 58 136 52 168 52 52 76 72 54
internal_value=0 0.00197815 0.000855551 0.00172458 0.00160786 0.00184417 0.00133066 0.00205827 0.00120876 0.00218388 0.00194939 0.00199171 0.00154086 0.00195412 0.00182366 0.00162785 0.000493929 0.00222433 0.00218935 0.0021373 0.00217977 0.00168976 0.00205724 0.00222534 0.00206137 0.00197732 0.00174452 0.00194632 0.000310681 0.00143415 0.00195338 0.00241101 0.00225906
internal_weight=0 2557 348 614 504 272 232 1943 176 902 1041 895 168 840 371 143 172 801 700 567 511 146 469 151 190 318 104 228 104 108 134 133 110
internal_count=2905 2557 348 614 504 272 232 1943 176 902 1041 895 168 840 371 143 172 801 700 567 511 146 469 151 190 318 104 228 104 108 134 133 110
is_linear=0
shrinkage=0.0032351


Tree=3242
num_leaves=16
num_cat=0
split_feature=2 0 1 1 43 484 16 15 4 42 11 42 1375 51 475
split_gain=0.875646 0.907812 0.853458 2.16012 0.843002 0.648146 0.816741 1.10555 0.748811 0.607997 0.582921 0.722041 0.576274 0.587184 0.454243
threshold=-1.0000000180025095e-35 -0.083694999999999978 0.14996500000000004 0.13891000000000003 -0.067269999999999983 0.041405000000000004 -0.020389999999999995 -0.0080049999999999982 -0.082619999999999985 0.083595000000000017 0.086175000000000015 -0.14592499999999997 -1.0000000180025095e-35 0.13058 -0.08230999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -3 10 -7 9 -9 -8 11 -2 -13 -14 -11
right_child=2 4 -4 -5 -6 6 7 8 -10 14 -12 12 13 -15 -16
leaf_value=0.011589882123218317 0.021613423352619225 0.0027686058901986894 0.024831058879054606 -0.016043246721500624 -0.017390172830021297 0.014361869065293345 0.018287327831064772 0.0021378421134932049 -0.018591443379041867 0.01026234908112039 0.0010567576161767099 0.020304581957091273 0.0093074170889456201 0.020072791995940704 -0.0061023042531555566
leaf_weight=79 91 81 54 53 54 98 55 52 57 53 103 85 1854 83 53
leaf_count=79 91 81 54 53 54 98 55 52 57 53 103 85 1854 83 53
internal_value=0 0.000938264 0.0092558 0.00893634 -0.00528502 0.00944921 0.00458299 0.00102867 -0.00869 0.00761668 0.0102567 0.0107045 0.0102129 0.0097694 0.00206743
internal_weight=0 214 2691 2637 135 2584 368 270 109 161 2216 2113 2022 1937 106
internal_count=2905 214 2691 2637 135 2584 368 270 109 161 2216 2113 2022 1937 106
is_linear=0
shrinkage=0.125042


Tree=3243
num_leaves=13
num_cat=0
split_feature=10 51 3 3 160 12 1 2 481 43 41 50
split_gain=0.933463 0.752179 0.737387 1.09197 1.12398 0.968719 1.12103 0.852886 0.799989 0.637958 0.63163 0.454711
threshold=0.11221000000000002 -0.22681499999999996 -0.23394499999999999 -0.12077499999999998 -0.031699999999999992 -0.14392999999999997 0.13891000000000003 -0.007134999999999999 -0.094284999999999994 -0.084534999999999985 0.078150000000000011 -0.041284999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 4 -4 -5 7 -7 -9 -1 -6 -11
right_child=-2 2 3 5 10 6 -8 8 -10 11 -12 -13
leaf_value=0.031050372673314144 -0.010615863760421108 0.020374648640020851 -0.020872333496307155 0.025170481482214097 0.01275220492110532 -0.0062885400828527139 -0.0097429226260287109 0.026602045821410399 0.0085534568416645862 0.0039627352593597388 -0.0063691145708690529 0.021212033516153354
leaf_weight=52 53 96 52 69 76 78 72 52 2111 67 67 60
leaf_count=52 53 96 52 69 76 78 72 52 2111 67 67 60
internal_value=0 0.00860972 0.00800504 0.00754364 -0.00278423 0.00838977 0.00788851 0.00845567 0.00898807 0.0176308 0.00378254 0.0121241
internal_weight=0 2852 2673 2577 195 2382 2313 2241 2163 179 143 127
internal_count=2905 2852 2673 2577 195 2382 2313 2241 2163 179 143 127
is_linear=0
shrinkage=0.143634


Tree=3244
num_leaves=11
num_cat=0
split_feature=48 51 10 14 52 42 132 39 49 128
split_gain=0.696743 0.882084 0.601718 0.836622 0.841373 0.776727 0.573665 0.608135 0.582889 0.0826178
threshold=0.13991500000000004 0.13605000000000003 0.057650000000000007 -0.10523499999999998 -0.062309999999999997 -0.12317999999999998 -0.092064999999999994 0.098100000000000007 0.099620000000000014 0.089290000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 -7 8 -8 -5
right_child=-2 -3 -4 5 -6 6 7 -9 -10 -11
leaf_value=0.0063932776038143303 -0.0079502276482159278 0.020046990423180172 -0.0050622537337877294 0.01979954709719042 0.030108428810813704 0.015697906783750916 0.0062898149901583654 -0.0066788949170436939 -0.0014644808064506142 0.012921792514043764
leaf_weight=55 60 89 82 65 55 100 2062 76 194 67
leaf_count=55 60 89 82 65 55 100 2062 76 194 67
internal_value=0 0.0067773 0.00634826 0.00669871 0.018264 0.00620197 0.00565224 0.00522084 0.00562236 0.0163195
internal_weight=0 2845 2756 2674 110 2564 2432 2332 2256 132
internal_count=2905 2845 2756 2674 110 2564 2432 2332 2256 132
is_linear=0
shrinkage=0.135349


Tree=3245
num_leaves=30
num_cat=0
split_feature=1 3 1 12 3 1 4 43 11 43 3 12 481 4 13 4 13 4 4 42 13 403 43 130 1 4 4 13 12
split_gain=77.4434 13.4773 7.01945 6.2852 6.01837 5.67128 4.89386 5.24037 5.01588 4.82197 4.28586 2.24959 1.99313 1.79528 1.63744 1.36329 1.26144 1.25556 1.24978 1.18807 0.770785 0.753034 0.973071 0.608598 0.495616 0.446473 0.379582 0.20017 0.177081
threshold=0.10921500000000002 -0.063264999999999988 0.092395000000000019 0.085465000000000013 0.3148450000000001 0.121715 -0.16236499999999995 -0.033049999999999989 1.0000000180025095e-35 -0.073079999999999992 -0.005644999999999999 0.087915000000000007 -0.08211499999999998 0.00059000000000000014 -0.010655 0.0015850000000000003 -0.071104999999999988 0.028075000000000006 0.012315000000000001 0.097140000000000018 -0.014114999999999997 -0.079109999999999986 -0.10945499999999998 -0.010424999999999999 0.12419000000000001 -0.0090849999999999976 -0.077999999999999986 -0.00045499999999999995 0.094860000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 10 9 16 7 -1 11 14 -4 12 -8 21 -3 26 -2 -11 -12 20 -15 27 -23 -14 -19 -25 -5 -13 -28
right_child=1 4 3 15 -6 -7 8 -9 -10 17 18 13 23 19 -16 -17 -18 24 -20 -21 -22 22 -24 25 -26 -27 28 -29 -30
leaf_value=0.0013354217728029233 0.0028641218459626839 0.0010180421717043851 0.0012108393668463814 0.0029683258377073214 0.00022514298681686768 0.0012598166677160951 0.003318118608742818 0.0026610015103550972 0.0036279099858572209 0.0019687142371737861 0.0025809710867855367 0.0029719856130719429 0.0024856575440158116 0.002674074625419133 0.00026133661263554812 0.0021720357831285413 0.0021560430373384894 0.0015893953852271386 0.001888786086946079 0.0019734906739136936 0.0022234858812230909 0.0029800242652922243 0.0025863412078793802 0.002773944859075588 0.0011399868743763386 0.0029503709502593867 0.0025048391000947229 0.0027340617556927261 0.002769451602425897
leaf_weight=54 55 76 75 66 94 62 98 82 74 55 56 136 58 124 53 56 56 52 59 57 64 84 405 416 57 267 55 61 67
leaf_count=54 55 76 75 66 94 62 98 82 74 55 56 136 58 124 53 56 56 52 59 57 64 84 405 416 57 267 55 61 67
internal_value=0 0.00129455 0.00265672 0.00227618 0.000952116 0.00206037 0.00274011 0.00213493 0.00278473 0.00118522 0.00182556 0.00274946 0.00287385 0.00263732 0.000707421 0.00262692 0.00250721 0.00156084 0.00222616 0.00239366 0.00252087 0.00272429 0.00265404 0.00281505 0.00135471 0.00284297 0.00276223 0.00289849 0.00265045
internal_weight=0 560 2414 434 387 173 1980 136 1844 293 190 1770 839 931 129 244 111 164 115 245 188 686 489 741 109 683 188 197 122
internal_count=2974 560 2414 434 387 173 1980 136 1844 293 190 1770 839 931 129 244 111 164 115 245 188 686 489 741 109 683 188 197 122
is_linear=0
shrinkage=0.0032998


Tree=3246
num_leaves=16
num_cat=0
split_feature=39 0 156 12 11 41 9 13 403 51 1 160 52 402 402
split_gain=1.76791 0.92307 1.66553 1.22861 0.994556 1.24132 0.85336 1.38351 0.711346 0.999058 0.855898 0.774035 0.497181 0.479935 0.47471
threshold=0.11742500000000002 0.040570000000000002 0.089935000000000001 0.086085000000000009 0.078065000000000009 0.078610000000000013 -0.080769999999999981 -0.16392499999999996 -0.090449999999999989 0.10513500000000002 0.10290000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092815000000000022 -0.095664999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 -1 12 13 10 -10 -11 -8 14 -9
right_child=-2 2 -4 -5 5 -7 7 8 9 11 -12 -13 -14 -15 -16
leaf_value=0.022669408543773417 -0.014134705385937248 -0.018520212986469518 0.014144740568465783 0.0038476729348609112 0.031280885710774607 0.0059275345914566258 0.0010805770702525829 0.015930472332725647 0.0065578454022537811 0.0074439745235403863 -0.00074705062580246321 0.024670398519020295 -0.01589372685048247 0.023352977389725294 0.005706169141735812
leaf_weight=54 68 88 80 73 62 64 56 136 1534 91 314 80 56 55 163
leaf_count=54 68 88 80 73 62 64 56 136 1534 91 314 80 56 55 163
internal_value=0 0.00666353 -0.000890441 -0.0083698 0.00734716 0.0184138 0.00679743 0.00645198 0.00710607 0.00618007 0.00531591 0.0155111 -0.00739442 0.0123836 0.0103612
internal_weight=0 2906 241 161 2665 126 2539 2485 2373 2019 1848 171 112 354 299
internal_count=2974 2906 241 161 2665 126 2539 2485 2373 2019 1848 171 112 354 299
is_linear=0
shrinkage=0.127543


Tree=3247
num_leaves=26
num_cat=0
split_feature=1 1 12 10 12 14 481 16 4 3 4 4 124 13 3 13 3 4 43 4 16 3 4 3 481
split_gain=74.4686 12.8606 12.3181 8.59468 7.29989 7.1421 3.20633 3.75269 2.97584 2.31333 2.25328 2.1952 1.92377 1.78001 1.74883 1.97442 1.5407 1.49889 1.43067 1.32891 2.18427 1.57574 1.15701 0.682479 0.371109
threshold=0.11829500000000003 0.095920000000000019 0.085075000000000026 -0.088499999999999981 -1.0000000180025095e-35 0.073890000000000011 -0.074254999999999988 0.0060400000000000011 0.40441500000000002 -0.0063699999999999989 -0.47860499999999995 -0.075819999999999985 -0.082254999999999981 -0.06809999999999998 0.35004500000000011 -0.071104999999999988 -0.085674999999999987 -0.013359999999999999 -0.012509999999999999 -0.09390999999999998 -1.0000000180025095e-35 -0.070619999999999988 0.31392000000000003 -0.082094999999999987 -0.084999999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 -2 14 6 16 19 -6 12 -9 -12 -3 -11 15 -5 -1 23 -13 -8 21 -21 -15 -4 -18
right_child=3 2 17 4 8 -7 7 10 -10 13 11 18 -14 22 -16 -17 24 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.0032791104575136602 -0.0003761656124005429 0.0014989783080316379 0.0028756602309984421 0.0012422099850775744 0.0018799350955830965 0.0034197284659891391 0.0020365570068042365 0.0026856835854745277 0.00090507619616551818 0.0012152694554304038 0.0013997906772079823 0.0022594425702994816 0.00059980742647497984 0.0022889729367703282 7.4142468480073795e-05 0.00034033416332457335 0.002494653740519171 0.002154977520139659 0.0016476386608419271 0.0025514337608347868 0.0031493361351645046 0.0022487129212402368 0.0015924237813122941 0.0024019387022969942 0.0028603450356950769
leaf_weight=67 56 52 84 53 100 90 64 68 52 58 52 219 52 52 57 53 71 101 52 1065 59 230 53 57 57
leaf_count=67 56 52 84 53 100 90 64 68 52 58 52 219 52 52 57 53 71 101 52 1065 59 230 53 57 57
internal_value=0 0.00239493 0.00192419 0.000814552 0.00102635 0.00250934 0.00246844 0.00242498 0.00154666 0.00143516 0.00213815 0.00202277 0.00104973 0.00168087 0.000540929 0.000791604 0.00287144 0.00246359 0.00214218 0.00250405 0.00252612 0.0024977 0.00193772 0.00268441 0.00265778
internal_weight=0 2603 509 371 315 2094 2004 1809 152 267 391 323 104 163 163 106 195 242 271 1418 1354 1295 105 141 128
internal_count=2974 2603 509 371 315 2094 2004 1809 152 267 391 323 104 163 163 106 195 242 271 1418 1354 1295 105 141 128
is_linear=0
shrinkage=0.0032998


Tree=3248
num_leaves=23
num_cat=0
split_feature=15 12 12 150 150 12 12 49 39 16 159 123 49 159 47 49 403 12 39 15 49 15
split_gain=38.1443 17.7352 9.85937 6.47591 5.83492 3.33124 2.53487 2.35554 2.30791 2.16207 1.919 1.65527 1.10217 1.03371 0.960855 1.04917 0.844509 0.779678 0.767977 0.408406 0.368493 0.257638
threshold=-0.26361999999999991 0.056995000000000011 0.13642500000000005 1.0000000180025095e-35 -0.029954999999999999 -0.042789999999999988 0.084270000000000012 -0.058504999999999995 0.099350000000000008 -0.50875499999999996 0.091130000000000017 0.080635000000000012 0.092020000000000005 0.080875000000000016 0.11566000000000001 -0.054684999999999991 -0.022554999999999995 0.083785000000000012 0.086285000000000014 -0.10763999999999999 0.036605000000000006 -0.067614999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 6 4 -2 10 16 18 11 -8 -1 13 14 20 15 -11 -3 -18 -5 -14 -6 -21
right_child=1 2 -4 7 8 -7 9 -9 -10 12 -12 -13 19 -15 -16 -17 17 -19 -20 21 -22 -23
leaf_value=-3.8872230280491016e-05 0.00085828003992756852 0.00293374905028053 0.00088414647820031066 0.0014505543848500075 0.0024408580220864331 0.0010954105126299379 0.0015232890122464249 0.00046667416915128438 0.0013336894624898527 0.001946143420087307 0.0007720935409060572 0.0015642007927717644 0.0022373859610967874 0.0018557747060661601 0.0017984083018140478 0.0022750459722244041 0.0022566668290280863 0.002754476860559683 0.00095784021379937865 0.0018138142925464458 0.0021006095083249232 0.0020701272774016496
leaf_weight=77 63 53 62 98 113 100 53 53 56 116 54 58 59 72 54 1391 93 56 54 111 53 75
leaf_count=77 63 53 62 98 113 100 53 53 56 116 54 58 59 72 54 1391 93 56 54 111 53 75
internal_value=0 0.00203819 0.00218161 0.001547 0.00178415 0.000641736 0.00222063 0.00106674 0.00194976 0.00218236 0.00029515 0.0020662 0.00220168 0.00218838 0.00223416 0.00224975 0.00257267 0.002444 0.00127574 0.00199457 0.00233244 0.00191736
internal_weight=0 2743 2123 620 415 231 2061 205 352 1859 131 296 1806 238 1561 1507 202 149 152 245 166 186
internal_count=2974 2743 2123 620 415 231 2061 205 352 1859 131 296 1806 238 1561 1507 202 149 152 245 166 186
is_linear=0
shrinkage=0.0032998


Tree=3249
num_leaves=19
num_cat=0
split_feature=4 3 123 12 3 0 43 4 3 0 0 12 0 0 3 0 12 155
split_gain=50.4809 13.6204 9.383 4.70273 4.56871 2.40539 3.26388 3.06181 3.02307 2.74227 4.91284 2.51848 2.4533 2.23068 1.97349 2.48532 1.3643 0.660568
threshold=0.31392000000000003 0.28833000000000003 1.0000000180025095e-35 0.13936000000000001 0.31966500000000003 -0.06952499999999999 -0.083479999999999985 -0.42305999999999994 -0.15415499999999996 -0.13619499999999998 -0.15127999999999997 0.084270000000000012 -0.042499999999999989 -0.071879999999999986 -0.14954999999999999 -0.10726999999999999 -0.077389999999999987 0.089630000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 14 8 -7 17 -1 10 -10 -11 -9 -4 -2 -16 -17 -8
right_child=4 -3 13 -5 -6 6 7 12 9 11 -12 -13 -14 -15 15 16 -18 -19
leaf_value=0.0028704555617372709 0.0013117083192141258 0.00045661320179743046 0.0015693176556679912 0.001051724959809311 -0.00023975524342286913 0.001244045775421865 0.002566757917204831 0.0019112263284721607 0.0020303542496771946 0.0024362285120819119 0.00084590074895837743 0.0020672204894864464 0.0011004797141057343 0.00076818131999728013 0.0010215137635798605 0.00062440275179698819 -7.7822786624540192e-05 0.0021110776936951433
leaf_weight=54 55 66 78 53 62 84 74 190 137 236 53 1426 52 74 91 65 56 68
leaf_count=54 55 66 78 53 62 84 74 190 137 236 53 1426 52 74 91 65 56 68
internal_value=0 0.00193752 0.00197541 0.00202524 0.000566763 0.00204695 0.00183438 0.00196343 0.00209913 0.00207662 0.00170014 0.00211964 0.00173716 0.00117952 0.000754176 0.000609367 0.000299115 0.00234879
internal_weight=0 2645 2579 2427 329 2374 468 384 1906 1852 190 1662 242 152 267 212 121 142
internal_count=2974 2645 2579 2427 329 2374 468 384 1906 1852 190 1662 242 152 267 212 121 142
is_linear=0
shrinkage=0.0032998


Tree=3250
num_leaves=28
num_cat=0
split_feature=2 2 2 150 43 2 151 11 2 2 13 13 457 2 10 133 43 133 2 2 43 474 133 130 13 43 47
split_gain=50.8094 19.2358 13.7315 10.5777 5.95786 4.29288 4.60869 2.85648 2.33363 2.28672 2.00918 1.88208 1.77923 1.21027 1.06595 0.910101 0.873598 1.48794 0.824394 0.578475 1.9795 0.598861 0.466679 0.454412 0.696683 1.15518 0.278251
threshold=0.12026500000000001 -1.0000000180025095e-35 0.099845000000000003 1.0000000180025095e-35 -0.0064299999999999991 0.16993500000000003 -0.056409999999999995 1.0000000180025095e-35 0.13388500000000003 0.08895500000000002 -0.053999999999999999 -0.08971999999999998 0.083995000000000014 0.072175000000000017 -0.0078549999999999991 0.084965000000000013 -0.071734999999999979 -0.0024649999999999997 0.09056500000000002 0.085155000000000022 -0.00067499999999999993 0.085475000000000009 0.088820000000000024 0.015470000000000001 -0.071564999999999976 -0.049364999999999992 0.10933000000000002
decision_type=2 2 2 2 2 2 2 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 11 14 6 -2 9 -8 13 -10 -4 15 16 -1 18 26 -18 -11 20 -15 -21 -17 24 -13 -26 -3
right_child=5 2 3 -5 -6 -7 8 -9 10 12 -12 23 -14 19 -16 22 17 -19 -20 21 -22 -23 -24 -25 25 -27 -28
leaf_value=0.00086386329701641578 -5.0404754375353838e-05 0.0023249615592395028 0.0012429417327916262 0.00047171905630855488 0.0016405927738807483 -2.9604814027607382e-05 0.0014705703227534813 0.0027418389125965417 0.00035140752197358304 0.0015674953823946493 0.0011475172791567136 0.0021327654592296881 0.0013940400194117205 0.0022779516044659758 0.00023235157121653021 0.0024651058659133514 0.0022122683596568129 0.0017236404807048629 0.0020043638677133963 0.0021925793543700624 0.0029233009748180572 0.0025583390992409971 0.002103716393616679 0.0021049565805465512 0.0013425073939711382 0.0018711827027321577 0.0020432235124941429
leaf_weight=53 52 166 62 81 91 81 85 94 65 63 74 58 53 224 65 52 141 133 197 402 68 57 175 72 63 163 53
leaf_count=53 52 166 62 81 91 81 85 94 65 63 74 58 53 224 65 52 141 133 197 402 68 57 175 72 63 163 53
internal_value=0 0.0019661 0.0020505 0.0015637 0.00100599 0.000637919 0.000833951 0.00217983 0.0010394 0.0021502 0.000775489 0.00177522 0.00197032 0.00222825 0.000516295 0.00203296 0.00210043 0.00197522 0.00189864 0.00231211 0.00242836 0.00223808 0.00218666 0.00186782 0.00180758 0.00172396 0.00225694
internal_weight=0 2586 2377 499 209 357 276 1878 224 1784 139 418 540 1244 118 487 493 274 260 751 292 459 227 356 284 226 219
internal_count=2943 2586 2377 499 209 357 276 1878 224 1784 139 418 540 1244 118 487 493 274 260 751 292 459 227 356 284 226 219
is_linear=0
shrinkage=0.0032998


Tree=3251
num_leaves=23
num_cat=0
split_feature=3 33 1 457 16 51 51 50 151 13 156 42 16 484 42 13 3 3 16 133 16 1
split_gain=2.10962 1.03929 1.19406 1.42739 1.71911 1.21803 1.03051 0.760235 0.563795 0.616813 0.543313 0.668003 0.483374 0.639671 0.582118 0.818556 0.58238 0.532551 0.327046 0.290791 0.28665 0.0942972
threshold=0.28833000000000003 0.080895000000000009 0.091345000000000023 0.079930000000000015 -0.016354999999999998 -0.23729499999999998 0.086575000000000027 0.12170000000000002 -0.085009999999999988 -0.08620499999999999 1.0000000180025095e-35 -0.032499999999999994 -0.0048749999999999991 0.024650000000000002 0.08826500000000001 -0.092844999999999997 -0.08422499999999998 -0.082004999999999981 -0.20132999999999998 0.048535000000000002 -0.061714999999999992 0.108865
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -5 -4 10 8 9 -1 11 -7 14 17 15 -10 -16 -14 -2 -11 -8 -12
right_child=18 -3 3 4 -6 6 20 -9 12 19 21 -13 13 -15 16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.034768531898246094 0.0020221638664413817 0.032983308871227468 0.028948742810520064 0.009324785706923985 -0.028049456404919289 0.017093964897734803 0.0135315767058163 -0.0014409016665661797 0.00038950763853134215 0.024178723733832713 0.010317244441287267 0.00065134374187913199 0.00021769427954748498 0.020520316073440466 0.035095134615599821 0.014899395935348525 0.017880757932730862 0.011680516851819043 -0.013214903465612292 0.0087907335854590703 0.028878014986602096 0.019169933830226901
leaf_weight=61 52 53 66 57 53 64 57 69 98 52 57 402 159 95 53 777 263 211 79 59 53 53
leaf_count=61 52 53 66 57 53 64 57 69 98 52 57 402 159 95 53 777 263 211 79 59 53 53
internal_value=0 0.0122385 0.0118394 0.00722373 -0.0086683 0.00955049 0.00768186 0.0139359 0.0145172 0.0226745 0.0051471 0.00291298 0.013669 0.00957381 0.0152666 0.0132761 0.020773 0.00675891 -0.00715442 0.0160139 0.0209403 0.0145971
internal_weight=0 2812 2759 862 110 752 686 1897 1828 172 576 466 1656 465 1191 875 316 370 131 111 110 110
internal_count=2943 2812 2759 862 110 752 686 1897 1828 172 576 466 1656 465 1191 875 316 370 131 111 110 110
is_linear=0
shrinkage=0.149437


Tree=3252
num_leaves=15
num_cat=0
split_feature=3 123 1429 1429 1210 0 160 34 4 457 49 0 0 124
split_gain=1.45945 0.976784 0.535012 0.626909 0.596083 0.552054 0.543035 0.5113 0.611198 0.558573 0.454767 0.437821 0.358708 0.280791
threshold=0.28833000000000003 0.08901000000000002 0.087700000000000014 0.082890000000000005 -0.076894999999999977 -0.078109999999999985 -0.081594999999999987 -1.0000000180025095e-35 0.26846000000000009 0.08351500000000002 1.0000000180025095e-35 -0.082494999999999985 -0.11167499999999998 -0.064554999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 -4 -5 -6 9 -9 -10 -1 -2 -3
right_child=12 13 5 6 7 -7 -8 8 10 -11 -12 -13 -14 -15
leaf_value=0.026657554813810519 0.001382822944498071 -0.010010978553167262 -0.0092219440041484326 0.011149766546734134 0.018413880982688192 0.0089606562025723591 0.028055953530738548 0.0098283528689640815 -0.0028559308318104998 0.00088663400456777321 0.011040793363608813 0.011327697145650012 -0.012498203683737136 0.0029324566126244889
leaf_weight=59 68 52 53 75 97 66 61 1880 134 132 60 75 63 68
leaf_count=59 68 52 53 75 97 66 61 1880 134 132 60 75 63 68
internal_value=0 0.00903991 0.00956218 0.00996454 0.00947406 0.000850619 0.0187431 0.00897224 0.00855644 0.00924242 0.00143472 0.018088 -0.00528197 -0.00266456
internal_weight=0 2812 2692 2573 2437 119 136 2303 2206 2012 194 134 131 120
internal_count=2943 2812 2692 2573 2437 119 136 2303 2206 2012 194 134 131 120
is_linear=0
shrinkage=0.132695


Tree=3253
num_leaves=30
num_cat=0
split_feature=1 3 4 14 2 16 3 2 12 15 1 4 2 124 3 4 12 4 4 16 2 160 1212 133 12 13 13 160 13
split_gain=40.4021 13.6983 6.04683 5.66125 3.9125 5.97957 3.74288 2.93087 2.68744 1.92976 1.53231 1.40817 1.35908 1.34107 1.20918 1.08777 1.04575 0.934952 0.859 0.862212 0.789733 0.966393 0.73976 0.718114 0.707699 0.639775 0.478815 0.448999 0.363149
threshold=0.098395000000000024 -0.049204999999999992 -0.16523499999999997 0.073890000000000011 0.099845000000000003 0.058455000000000007 -0.066789999999999974 0.12860500000000002 -0.083979999999999985 -0.40992999999999996 0.09258000000000001 -0.111135 0.08647500000000001 -0.08231999999999999 -0.081184999999999993 0.010535000000000001 -0.063029999999999989 0.31392000000000003 0.049545000000000006 -0.0081349999999999981 0.08895500000000002 -0.014989999999999998 0.085385000000000016 -0.34918499999999997 0.098595000000000016 -0.081299999999999983 -0.087479999999999988 -0.072489999999999985 -0.08620499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 6 15 -6 11 8 13 -9 12 -1 -8 -4 20 -2 -14 -10 19 -18 26 -22 23 -16 -17 -23 -13 -25 -28
right_child=1 2 7 -5 5 -7 10 9 17 -11 -12 14 16 -15 22 24 18 -19 -20 -21 21 25 -24 27 -26 -27 28 -29 -30
leaf_value=0.0017757036554449002 0.0025206276542535802 0.0019656718457393548 0.00097993875387851893 0.0029747770071664242 0.00079224346461774183 0.0021386571655080382 0.0024034197771271373 0.00093361518742277147 0.0015411736251242604 0.0001732023580858713 0.0013308276030281594 0.0021419434659811117 0.0022147778584726665 0.00028115037957097641 0.0016896812647371061 0.002249810723804591 0.0020979850203235234 0.0010249307521035711 0.0013659789787669188 0.0015871213009546856 0.0018087697169711992 0.0025508145871000576 0.0024234646867499136 0.0022723766640493728 0.001700506803351827 0.0021456709301256776 0.0026353886131182738 0.0020357984377857479 0.0023620941857272777
leaf_weight=79 66 58 66 93 74 70 55 59 89 95 55 103 60 55 52 52 75 68 56 71 70 60 71 126 52 157 61 315 580
leaf_count=79 66 58 66 93 74 70 55 59 89 95 55 103 60 55 52 52 75 68 56 71 70 60 71 126 52 157 61 315 580
internal_value=0 0.00130975 0.00096481 0.00217755 0.00184793 0.00144699 0.0021413 0.000830353 0.00103275 0.000464758 0.00184133 0.00220794 0.0019298 0.000662599 0.00222932 0.00218734 0.00183024 0.0013178 0.00171584 0.00184979 0.0022969 0.00214844 0.00210573 0.0020599 0.0019755 0.00225785 0.00235412 0.00210347 0.00238816
internal_weight=0 804 490 2139 314 144 2046 432 278 154 372 1674 317 121 1595 170 262 157 202 146 1031 287 564 493 104 217 744 441 641
internal_count=2943 804 490 2139 314 144 2046 432 278 154 372 1674 317 121 1595 170 262 157 202 146 1031 287 564 493 104 217 744 441 641
is_linear=0
shrinkage=0.0032998


Tree=3254
num_leaves=18
num_cat=0
split_feature=4 2 124 13 2 2 0 14 2 52 2 39 4 159 52 13 2
split_gain=92.2152 38.215 10.7932 8.00082 5.75414 4.65189 4.48878 4.42254 3.79323 2.65533 2.4657 1.76962 1.34904 1.32384 1.20994 1.04777 0.78857
threshold=0.27420500000000009 0.13388500000000003 -0.048219999999999992 -0.16392499999999996 0.092155000000000015 0.14073000000000005 -0.12851999999999997 0.076450000000000004 -0.007134999999999999 0.40945500000000007 0.15305000000000002 0.087880000000000014 0.0060300000000000015 0.082975000000000007 -0.54340999999999984 -0.11210999999999999 0.11543500000000002
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 7 11 -6 9 -1 12 -3 15 -5 14 -8 -2 -17
right_child=5 10 3 4 6 -7 13 -9 -10 -11 -12 -13 -14 -15 -16 16 -18
leaf_value=0.0007255309111921242 0.00038785682937587007 0.00085889868944428213 0.0012322061325431221 0.0025475655127545197 0.0014603013439367222 -0.00027469233243381435 0.0025379561895698065 0.0033348273334049645 0.0018355264142920027 0.001957296897452567 -6.57072539495207e-05 0.00017099503948575981 0.0022217493152280406 0.0026577014327173235 0.0021191682949197798 0.0011553124535054638 0.00065483315724908491
leaf_weight=52 53 73 66 1232 90 83 92 68 95 102 55 70 158 77 437 78 62
leaf_count=52 53 73 66 1232 90 83 92 68 95 102 55 70 158 77 437 78 62
internal_value=0 0.0022197 0.00231084 0.00236576 0.00239891 0.000406101 0.00214906 0.00251036 0.00144311 0.00247276 0.000461332 0.000621087 0.00251056 0.00225129 0.00219207 0.00078415 0.000933923
internal_weight=0 2597 2469 2322 2256 346 696 1560 147 1492 128 263 1390 606 529 193 140
internal_count=2943 2597 2469 2322 2256 346 696 1560 147 1492 128 263 1390 606 529 193 140
is_linear=0
shrinkage=0.0032998


Tree=3255
num_leaves=13
num_cat=0
split_feature=1 2 2 150 51 14 40 43 16 475 16 43
split_gain=1.93601 0.742 0.66511 0.695364 1.34538 0.79214 0.779556 0.746164 0.558455 0.500176 1.12647 0.69541
threshold=0.14195000000000002 0.14253500000000002 -0.14339499999999997 0.10373000000000002 -0.083174999999999985 0.073890000000000011 -0.084924999999999987 -1.0000000180025095e-35 -0.14239499999999997 -0.08669499999999998 0.26900000000000007 -0.08237499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4 -6 -2 10 -8 -11
right_child=8 -3 3 4 7 -7 9 -9 -10 11 -12 -13
leaf_value=-0.0026121831084757055 0.0015601816283212575 -0.0023630090180474898 -0.0064720113140287533 0.001181344499813477 0.017700167047368598 0.024230691626740221 -0.011306732203193478 0.041329993525000892 -0.018897144541861505 0.015371255790312942 0.016760206671685603 0.0095388183750933532
leaf_weight=74 53 91 57 52 57 85 65 54 57 562 54 1706
leaf_count=74 53 91 57 52 57 85 65 54 57 562 54 1706
internal_value=0 0.0103849 0.0108048 0.0111742 0.0202775 0.0105869 0.0101117 0.0292096 -0.00902649 0.0105084 0.00141664 0.0109847
internal_weight=0 2857 2766 2692 163 2529 2444 111 110 2387 119 2268
internal_count=2967 2857 2766 2692 163 2529 2444 111 110 2387 119 2268
is_linear=0
shrinkage=0.143634


Tree=3256
num_leaves=23
num_cat=0
split_feature=1 3 2 2 4 4 16 158 43 1 12 4 16 12 1447 4 4 3 13 52 12 16
split_gain=60.5717 13.8708 6.12485 7.90527 5.52973 4.34338 2.90212 2.14582 2.00661 1.83667 2.97503 1.81211 1.84936 1.39532 1.49678 1.16483 3.27406 1.12811 1.06432 0.902654 0.287944 0.166117
threshold=0.10398500000000001 -0.049204999999999992 -1.0000000180025095e-35 0.14132000000000003 0.31392000000000003 0.046185000000000004 -0.14669499999999996 0.019155000000000002 -0.049364999999999992 0.092845000000000025 0.085845000000000019 0.24099500000000004 -0.055004999999999991 -0.0066799999999999993 -0.086059999999999984 -0.14994999999999997 -0.47860499999999995 0.18595000000000003 -0.09391999999999999 -0.41694999999999993 0.096150000000000013 -0.020389999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 -3 8 19 6 -1 11 -4 13 -11 12 -7 -8 -15 16 -16 -10 -17 -2 -12 -21
right_child=1 2 3 -5 -6 7 9 -9 17 10 20 -13 -14 14 15 18 -18 -19 -20 21 -22 -23
leaf_value=0.0036678161022223174 0.0031603362639501757 0.0008172359456209737 0.0016214103353510635 0.0010083805913180667 0.0018428857242684905 0.0029329305542270968 0.0035628929624347151 0.0030752106255620931 0.0024967428722197922 0.0022599515967218339 0.003169288246685064 0.001958693307265896 0.0022666522026785654 0.0035328283322787787 0.0032437758219478214 0.0034075472875927646 0.0021531480296092397 0.0019073278622154511 0.0030347239347933417 0.002795140239000328 0.0028788617407387684 0.0025232317952355384
leaf_weight=79 61 96 66 103 89 101 59 91 102 81 79 53 78 66 60 87 56 52 1330 52 74 52
leaf_count=79 61 96 66 103 89 101 59 91 102 81 79 53 78 66 60 87 56 52 1330 52 74 52
internal_value=0 0.00189719 0.00153537 0.0017487 0.00249392 0.00300112 0.00305822 0.00265258 0.00209514 0.00303275 0.00276297 0.00248666 0.00264279 0.0030708 0.00305262 0.00303193 0.00271756 0.00229794 0.00305764 0.00284488 0.00302905 0.00265952
internal_weight=0 673 419 323 254 2294 1971 323 220 1892 234 232 179 1658 1599 1533 116 154 1417 165 153 104
internal_count=2967 673 419 323 254 2294 1971 323 220 1892 234 232 179 1658 1599 1533 116 154 1417 165 153 104
is_linear=0
shrinkage=0.0032351


Tree=3257
num_leaves=17
num_cat=0
split_feature=3 10 43 14 49 1455 52 14 1 15 1 13 3 160 12 13
split_gain=2.16534 0.712336 0.827546 0.574937 0.69253 0.858339 0.834403 0.640488 0.584532 1.34415 0.899644 0.68716 0.579482 0.49525 0.425536 0.559694
threshold=0.35004500000000011 -1.0000000180025095e-35 -0.081694999999999976 -1.0000000180025095e-35 0.10470500000000001 0.10548500000000001 0.048245000000000003 -0.41992499999999994 0.09803000000000002 -0.10059999999999998 0.122715 -0.14258499999999999 -0.15288999999999997 -0.064814999999999984 0.097240000000000007 -0.080519999999999994
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 8 14 -3 11 10 -10 -5 -13 -11 15 -6
right_child=-2 3 -4 4 6 -7 -8 -9 9 13 -12 12 -14 -15 -16 -17
leaf_value=-0.0098880122996209754 -0.013935269944696899 0.010096001068512711 0.011540215014037958 0.02565115030433901 0.0016910738791156019 0.029011044013762085 -0.012631786825068221 0.03173885533871576 -0.019797863406381296 0.02031240812684406 0.0054282101430495108 -0.002897081877118578 0.011762710801578357 0.0077607045157037568 -0.0031070596625780485 0.020078156466395002
leaf_weight=73 75 55 70 69 60 52 52 54 56 79 56 55 1735 300 53 73
leaf_count=73 75 55 70 69 60 52 52 54 56 79 56 55 1735 300 53 73
internal_value=0 0.0102918 0.000590817 0.0107959 0.010381 0.0110992 0.00312664 0.0208319 0.0107022 0.00637412 -0.0071714 0.0118445 0.0113114 0.010381 0.0075403 0.0117945
internal_weight=0 2892 143 2749 2640 2402 238 109 2350 491 112 1859 1790 379 186 133
internal_count=2967 2892 143 2749 2640 2402 238 109 2350 491 112 1859 1790 379 186 133
is_linear=0
shrinkage=0.140817


Tree=3258
num_leaves=22
num_cat=0
split_feature=1 2 12 4 4 15 14 2 12 2 2 2 4 15 3 2 1 12 3 13 15
split_gain=60.9406 13.5698 10.4945 7.10691 5.88877 3.02846 2.5103 2.30808 2.29362 2.1348 1.80476 1.32254 1.2644 1.22192 1.44967 1.19748 1.00145 0.889214 0.748398 0.574499 0.270222
threshold=0.10398500000000001 0.14132000000000003 -1.0000000180025095e-35 0.046185000000000004 -0.014854999999999998 -0.047249999999999993 0.073890000000000011 0.10043500000000001 -0.085124999999999992 0.11585500000000001 -1.0000000180025095e-35 0.17553000000000005 -0.50231999999999988 -0.16749999999999998 0.085090000000000013 0.10644500000000001 0.11883500000000001 0.089685000000000015 0.10402500000000002 -0.05461499999999999 -0.091934999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 6 15 17 8 16 -1 12 -2 -3 -10 -14 -15 -4 -6 19 -9 -5 -19
right_child=1 11 4 5 7 -7 -8 18 9 -11 -12 -13 13 14 -16 -17 -18 20 -20 -21 -22
leaf_value=0.0015572051678947097 0.00028349359119663505 0.00033366291326508441 0.0025393876570659556 0.0018468377284809173 0.001951487336726789 0.0011391858084100345 0.0027782352126695126 0.00069243803556357745 0.0026139556131566147 0.0016152783999206365 0.00091950752102028699 -0.0003477819091602908 0.0027017534650793018 0.002212334912373967 0.0017572249045022875 0.0018557623703593317 0.0013232715623976317 0.0015032412051361023 0.0012014302725617933 0.0023090262975274194 0.0018239496416089067
leaf_weight=62 94 68 55 62 53 84 81 58 88 65 101 57 53 1541 81 58 59 59 70 58 60
leaf_count=62 94 68 55 62 53 84 81 58 88 65 101 57 53 1541 81 58 59 59 70 58 60
internal_value=0 0.001004 0.00122779 0.00213338 0.00156725 0.00167922 0.00220779 0.00127445 0.00218332 0.00220454 0.000613097 2.26423e-05 0.00222625 0.00220585 0.00218963 0.00218881 0.00162087 0.00186888 0.000971068 0.00207052 0.00166524
internal_weight=0 673 548 2294 353 323 1971 240 1890 1828 195 125 1763 1675 1622 113 112 239 128 120 119
internal_count=2967 673 548 2294 353 323 1971 240 1890 1828 195 125 1763 1675 1622 113 112 239 128 120 119
is_linear=0
shrinkage=0.0032998


Tree=3259
num_leaves=26
num_cat=0
split_feature=4 3 3 43 3 43 0 4 48 159 4 1447 42 0 52 4 4 3 1419 0 11 4 0 43 3
split_gain=35.9962 12.065 4.51566 5.63031 3.58099 2.85507 2.2036 2.13032 1.80704 1.65266 1.48945 1.35659 1.19044 0.954166 0.835656 0.894523 0.773354 0.769541 0.768831 1.24857 1.49853 1.48314 0.802942 0.71428 0.522498
threshold=0.31392000000000003 -0.066789999999999974 0.28833000000000003 -0.043814999999999993 0.31966500000000003 -0.23287499999999997 -0.105195 0.049545000000000006 0.091125000000000025 0.087995000000000004 0.046185000000000004 -0.086059999999999984 0.085915000000000005 -0.029849999999999998 -0.068039999999999975 -1.0000000180025095e-35 0.15641500000000003 1.0000000180025095e-35 0.085980000000000015 -0.062109999999999992 0.080455000000000013 -0.17568999999999999 -0.10071499999999999 -0.073404999999999984 -0.018854999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 5 6 -3 -2 11 12 24 13 -1 -7 14 -5 -16 23 -12 19 20 22 -21 -13 -9 -8
right_child=4 2 -4 10 -6 8 9 16 -10 -11 17 18 -14 -15 15 -17 -18 -19 -20 21 -22 -23 -24 -25 -26
leaf_value=0.0025562226791066866 0.0012998001832191805 0.0019091056713514245 0.00071322181024204554 0.0018514176287159666 -2.787659013963354e-05 0.00092439805969131059 0.00065754208025447136 0.0017964845741560936 0.00054322451830427691 0.001133375681541151 0.0018095441261380247 0.001683614933489007 0.0015733207736414495 0.0016590909723724232 0.0020460020800931182 0.0026045029544671705 0.0020147967333289168 0.0012603258554784794 0.002444925915216967 0.0020456315053232321 0.0026470894066083191 0.0013841945532525963 0.0020903741704002654 0.0013285232968963849 0.00019921304019197207
leaf_weight=68 97 52 64 84 54 61 56 98 57 56 60 56 63 68 77 54 88 53 61 93 52 62 1323 57 53
leaf_count=68 97 52 64 84 54 61 56 98 57 56 60 56 63 68 77 54 88 53 61 93 52 62 1323 57 53
internal_value=0 0.00192365 0.00154926 0.00163427 0.000745239 0.00122683 0.000904718 0.00205614 0.00103062 0.000672243 0.00187391 0.00209722 0.00125438 0.00200222 0.00211058 0.00227649 0.00176607 0.00155226 0.00207825 0.00206412 0.00209474 0.00178128 0.00207388 0.00162462 0.000435008
internal_weight=0 2651 693 629 316 233 262 1958 181 165 396 1715 124 283 215 131 243 113 1647 1586 1431 155 1379 155 109
internal_count=2967 2651 693 629 316 233 262 1958 181 165 396 1715 124 283 215 131 243 113 1647 1586 1431 155 1379 155 109
is_linear=0
shrinkage=0.0032998


Tree=3260
num_leaves=18
num_cat=0
split_feature=2 4 16 448 1446 1213 43 4 50 42 3 43 2 16 4 52 475
split_gain=1.59665 1.1205 0.863893 0.783934 0.78541 0.710229 0.804088 1.14272 0.982307 0.690388 0.705332 0.627321 0.589603 0.554247 1.3646 0.332523 0.20156
threshold=0.12026500000000001 -0.22295999999999996 0.25032500000000008 -0.076874999999999985 0.092380000000000018 -0.084984999999999991 -0.16130499999999998 -0.10023999999999998 -0.041284999999999995 0.082690000000000013 -0.036264999999999992 -0.0060749999999999997 0.090420000000000014 -0.23389999999999997 -9.4999999999999992e-05 0.08593000000000002 -0.030974999999999999
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 11 12 -8 -9 13 -11 -5 -7 -2 -15 -13 -4
right_child=9 3 16 4 -6 6 7 8 -10 10 -12 15 -14 14 -16 -17 -18
leaf_value=0.033301361400676327 0.005667240726442751 0.02832701164084872 0.020005396041500704 0.02695818959178092 0.024521588299965653 0.026271776365781919 -0.0099835911834691132 -0.009719728850706745 0.0097092045993682052 0.018599304697078014 -0.0027961434899855986 0.01802779111149326 0.0066404774193906937 0.007541730819819327 -0.023943125481522033 0.0021242330282555165 0.0069105915786744805
leaf_weight=92 73 57 53 99 87 101 73 60 1772 77 62 65 52 53 73 54 53
leaf_count=92 73 57 53 99 87 101 73 60 1772 77 62 65 52 53 73 54 53
internal_value=0 0.0118785 0.0226943 0.0109929 0.0105741 0.0100403 0.00917953 0.00834096 0.00907201 0.000959638 0.00904453 0.0181586 0.0196101 -0.00467958 -0.0106868 0.0108245 0.013473
internal_weight=0 2618 198 2420 2363 2276 2058 1905 1832 338 139 218 153 199 126 119 106
internal_count=2956 2618 198 2420 2363 2276 2058 1905 1832 338 139 218 153 199 126 119 106
is_linear=0
shrinkage=0.149437


Tree=3261
num_leaves=32
num_cat=0
split_feature=1 52 12 1 1 12 4 0 10 40 12 1 4 4 4 0 16 52 16 42 12 15 51 0 51 0 52 4 133 52 4
split_gain=51.6897 8.72662 5.40554 5.30624 4.25334 3.26718 2.73065 2.45808 1.79407 1.79134 1.58176 2.26129 1.62442 1.52009 1.34732 1.17153 1.06159 0.788778 0.752255 1.53172 0.724001 0.569233 0.632008 0.565759 0.454677 0.450631 0.381291 0.48408 0.324385 0.390529 0.356857
threshold=0.10749500000000002 -0.25811499999999993 0.056995000000000011 0.12381000000000002 0.086470000000000005 0.088325000000000015 -0.15366499999999997 -0.14534499999999997 -0.0062549999999999993 -0.011859999999999997 0.090455000000000021 0.090300000000000005 -0.10023999999999998 0.043640000000000005 -1.0000000180025095e-35 -0.071749999999999994 0.0097750000000000007 -0.069894999999999985 0.31625000000000009 0.087970000000000007 0.097240000000000007 0.091285000000000019 0.017990000000000003 -0.12259499999999998 -0.085594999999999991 -0.082284999999999983 0.10322000000000002 -0.077389999999999987 -0.0047449999999999992 0.087005000000000013 -0.069999999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 7 17 -6 -1 -5 -9 11 12 -4 16 -8 -10 21 -3 19 -18 -15 22 25 -19 -14 -12 27 -23 30 -30 -26
right_child=1 3 10 8 6 -7 14 9 15 -11 13 -13 24 20 -16 -17 18 23 -20 -21 -22 26 -24 -25 28 -27 -28 -29 29 -31 -32
leaf_value=0.0029488768090554689 0.0024169745288113277 0.00082855241073494267 0.003051435306083621 0.00027261608594664568 0.0023172671168373562 0.001931377203625491 0.0011867705197074827 0.0025471897313883128 0.00064428385804816512 0.0017278935623262074 0.0028260217229037826 0.0018084625411653489 0.002702436522693666 0.0022017192098362148 0.0017465965969566048 0.0011534130325064034 0.001530836131392266 0.0010598181222787745 0.0023768198129925349 0.0022512369326142469 0.0017446439087768595 0.0021728929549767609 0.0022681142903551357 0.0015388315495171534 0.0024677372536417224 0.0024877811327763846 0.0021203033480436837 0.0025534263216024614 0.0024333103966429222 0.0022222019705388928 0.0027699276169707711
leaf_weight=52 57 60 53 69 55 84 90 52 102 67 73 57 77 73 99 96 52 54 86 86 81 65 82 55 308 114 93 89 390 133 52
leaf_count=52 57 60 53 69 55 84 90 52 102 67 73 57 77 73 99 96 52 54 86 86 81 65 82 55 308 114 93 89 390 133 52
internal_value=0 0.00119079 0.00229185 0.00105631 0.00194919 0.0013989 0.00166903 0.00234874 0.000731556 0.0020862 0.00236424 0.00245023 0.00248631 0.00226128 0.0014802 0.000891312 0.00232361 0.00113402 0.00213253 0.00198004 0.00196154 0.00240649 0.00251287 0.00130185 0.00245507 0.00262001 0.00229049 0.00239304 0.00243346 0.00237969 0.00251148
internal_weight=0 577 2379 520 415 253 244 171 267 119 1964 1070 1013 894 189 198 740 169 224 138 154 516 269 109 960 187 247 154 883 523 360
internal_count=2956 577 2379 520 415 253 244 171 267 119 1964 1070 1013 894 189 198 740 169 224 138 154 516 269 109 960 187 247 154 883 523 360
is_linear=0
shrinkage=0.0032998


Tree=3262
num_leaves=22
num_cat=0
split_feature=1 0 0 16 39 4 0 3 1 3 1 1 0 11 16 128 43 403 4 42 402
split_gain=1.20397 1.35556 1.00576 0.881314 1.10253 0.534807 0.818689 2.12609 1.62862 0.903228 0.763485 0.8859 1.2767 0.549069 0.614285 0.53171 0.523852 0.457255 0.39411 0.335712 0.167891
threshold=0.11925000000000001 -0.14015999999999998 -0.00077999999999999999 0.23599500000000004 0.094095000000000026 -0.42305999999999994 -0.06952499999999999 -0.092109999999999984 0.10378000000000001 0.11269500000000002 0.11189500000000001 0.096255000000000021 -0.13165999999999997 0.081130000000000022 0.25032500000000008 0.10426500000000001 -0.064179999999999987 -0.53379499999999991 0.10516000000000002 0.089015000000000025 -0.038594999999999997
decision_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 18 13 9 -8 16 10 11 15 -13 14 -1 17 -9 -7 -3 -14 -18
right_child=1 2 -4 -5 -6 6 7 8 -10 -11 -12 12 19 -15 -16 -17 20 -19 -20 -21 -22
leaf_value=0.033668932431599588 -0.019553489011146199 0.0029186099484520903 -0.011857467541820658 0.024574187078082954 -0.012096718135330925 0.00052877004637198874 -0.0144527238274419 0.025043398424046522 -0.011420968659099993 -0.0029082693100768208 0.028285023323288187 -0.013047561443617385 0.019620820243274665 0.0069241846037030466 0.012806758789172156 -0.0011000657203116815 0.016689103085327499 0.013426343289600167 0.019622085806725229 0.003481737621401805 0.0059904241270259282
leaf_weight=64 52 52 55 61 56 59 95 85 55 87 58 71 55 57 54 57 52 1638 67 52 74
leaf_count=64 52 52 55 61 56 59 95 85 55 87 58 71 55 57 54 57 52 1638 67 52 74
internal_value=0 0.00180053 0.00562164 0.00970165 0.00450875 0.0108571 0.0103051 0.00398518 0.0105759 0.0114028 0.0120293 0.0115405 0.00187539 0.0185378 0.0241348 0.0125204 0.016317 0.0129788 0.012336 0.0117919 0.0104179
internal_weight=0 343 291 236 175 2613 2438 361 266 2077 1990 1932 178 175 118 1754 211 1697 119 107 126
internal_count=2956 343 291 236 175 2613 2438 361 266 2077 1990 1932 178 175 118 1754 211 1697 119 107 126
is_linear=0
shrinkage=0.143634


Tree=3263
num_leaves=20
num_cat=0
split_feature=2 2 2 0 2 3 3 14 0 2 39 3 480 3 2 2 475 51 3
split_gain=38.9835 15.1113 8.41717 8.13793 6.15144 6.05571 4.80242 3.23315 2.95426 2.03849 1.63641 1.39149 1.00085 1.53458 1.07764 0.68887 0.829247 0.280407 0.245971
threshold=0.12026500000000001 -1.0000000180025095e-35 0.10060500000000001 -0.13165999999999997 0.17553000000000005 0.0025650000000000004 -0.079854999999999995 0.073890000000000011 -0.081864999999999979 0.13631000000000001 0.086285000000000014 0.085880000000000012 -0.069294999999999982 -0.13117499999999996 0.08895500000000002 0.11366500000000002 -0.065099999999999977 -1.0000000180025095e-35 -0.074679999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 5 8 -4 -1 11 -2 -10 -8 12 -3 -14 -15 16 -5 -13 -18
right_child=4 2 3 15 -6 -7 10 -9 9 -11 -12 17 13 14 -16 -17 18 -19 -20
leaf_value=0.0024329869378944911 0.001108927227721067 0.0031146330104785181 0.00070435770130922951 0.0029389121674824013 0.00045062112097192883 0.0021023771093273817 0.0017522370074673549 0.0033447583273260415 0.0022399106712046946 0.0015045041679984756 0.001060758393679402 0.0024907487148014113 0.0021232369053650821 0.0027470579346639025 0.0025587879765394755 0.0022301294004286017 0.0025826794653029373 0.0021522747827969996 0.0023359801439577959
leaf_weight=66 101 59 57 54 69 83 67 80 73 95 85 52 54 1147 476 88 103 61 86
leaf_count=66 101 59 57 54 69 83 67 80 73 95 85 52 54 1147 476 88 103 61 86
internal_value=0 0.00252133 0.00259692 0.00220103 0.0013303 0.00153344 0.00168905 0.00269356 0.00155581 0.00182427 0.00136579 0.00266537 0.00268858 0.00267357 0.00269186 0.00248329 0.00257482 0.00230834 0.00247061
internal_weight=0 2618 2400 471 338 140 218 1929 269 168 152 1849 1736 1677 1623 331 243 113 189
internal_count=2956 2618 2400 471 338 140 218 1929 269 168 152 1849 1736 1677 1623 331 243 113 189
is_linear=0
shrinkage=0.0032998


Tree=3264
num_leaves=26
num_cat=0
split_feature=1 1 2 39 2 4 1 51 15 4 481 1456 1 4 2 2 49 2 4 15 51 1446 4 4 4
split_gain=50.6224 6.46743 4.7281 4.71642 3.58535 2.84606 2.75219 2.74894 1.77687 3.98297 1.31791 1.46608 1.35455 1.28266 1.23978 0.906232 0.851849 0.848553 0.768054 0.720591 0.591093 0.45094 0.349115 0.856924 0.238592
threshold=0.10910500000000002 0.13074500000000003 0.10043500000000001 0.0047850000000000011 0.10523 0.42405000000000009 0.086215000000000014 0.096025000000000013 0.0047550000000000005 -0.111135 -0.065834999999999991 -0.085234999999999991 0.088860000000000008 -0.020284999999999994 0.079770000000000021 0.11366500000000002 0.089215000000000017 0.08647500000000001 0.38865500000000003 -0.43587999999999999 -0.021939999999999998 0.083800000000000013 -0.082199999999999981 -0.07879499999999999 -0.083524999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 20 4 8 7 -5 -3 10 -10 -1 -12 14 15 -13 -6 -15 -14 -4 -7 -2 22 24 -24 -11
right_child=1 5 18 6 13 19 -8 -9 9 21 11 12 17 16 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26
leaf_value=0.002601307067787639 0.002169389672756409 0.0016048711843933447 0.00084804887482296505 0.0021968717552716594 0.0023885814836199942 0.00058186611927984447 0.0013198768791411047 0.0005649203250188171 0.0032202991908630162 0.0023860682902299537 0.0026273731994358464 0.0017362417049752762 0.0020411024327479889 0.0014943095632199528 0.0022635287633212217 0.0018848314781457261 0.0019775261776888405 0.0015535967682687296 0.0012886127200978799 7.526287699572093e-05 0.0017168016507923098 0.0026096636584137778 0.0021151291752479293 0.0023951421307842591 0.0026209190502410667
leaf_weight=91 54 56 85 67 86 71 94 55 64 264 74 54 128 80 543 73 81 57 89 54 79 79 194 322 62
leaf_count=91 54 56 85 67 86 71 94 55 64 264 74 54 128 80 543 73 81 57 89 54 79 79 194 322 62
internal_value=0 0.00111623 0.00143209 0.00223152 0.00227057 0.000705194 0.00168506 0.0010899 0.00232425 0.00242277 0.00222174 0.00218135 0.0021391 0.00194638 0.00221589 0.00215752 0.00173764 0.00189109 0.0010736 0.000363295 0.00190082 0.00236731 0.00234453 0.00228993 0.00243084
internal_weight=0 543 307 2413 2252 236 161 111 1932 985 947 856 782 320 597 159 161 185 174 125 133 921 842 516 326
internal_count=2956 543 307 2413 2252 236 161 111 1932 985 947 856 782 320 597 159 161 185 174 125 133 921 842 516 326
is_linear=0
shrinkage=0.0032998


Tree=3265
num_leaves=21
num_cat=0
split_feature=1 1 12 4 12 1 4 12 4 11 15 51 4 15 43 1429 15 150 15 13
split_gain=77.7261 11.9395 12.835 8.96196 7.13233 5.44064 4.32294 4.3028 2.94531 2.8824 2.85602 2.4552 2.22964 2.05592 2.01054 1.53299 3.12085 1.93303 1.13074 0.732639
threshold=0.10910500000000002 0.13300500000000001 0.085075000000000026 0.31392000000000003 -1.0000000180025095e-35 0.092845000000000025 0.42405000000000009 0.11697000000000002 0.057200000000000008 1.0000000180025095e-35 0.039965000000000007 -0.39981499999999998 0.008570000000000003 -0.45775499999999997 -0.049364999999999992 0.084710000000000021 -0.010894999999999998 0.10784500000000001 -0.074729999999999977 -0.062109999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 5 18 12 9 -4 11 -11 -6 -3 -8 -2 17 -17 -13 -1 -16
right_child=1 6 8 -5 7 -7 13 -9 -10 10 -12 15 -14 -15 19 16 -18 -19 -20 -21
leaf_value=0.0023696994270207667 0.00027329427154631239 0.00018949525454260547 0.0024625974835458496 0.00078130770742036043 0.0015150831973204041 0.00090556512561506142 0.00018407625329337207 0.0015052340953721059 0.001485453825723038 0.0023550526485686622 0.0033217782873987199 0.0022826926065230278 0.0011388343275500886 -0.00068332878137929685 0.00064896130818336987 0.0023146886641165496 0.0012722227693889158 0.0016461212924176094 0.0016967002287717073 0.0011667483650727394
leaf_weight=55 87 53 66 52 53 81 61 88 69 94 52 1698 55 58 55 77 53 54 55 66
leaf_count=55 87 53 66 52 53 81 61 88 69 94 52 1698 55 58 55 77 53 54 55 66
internal_value=0 0.000782436 0.00117097 0.00213742 0.00216728 0.00155536 0.000195198 0.00222115 0.00196343 0.00225141 0.00269961 0.00221757 0.000673281 -0.000238397 0.000656468 0.00223734 0.00188995 0.00226309 0.00203352 0.000931682
internal_weight=0 570 343 2412 2360 191 227 2169 135 2081 146 1935 108 119 208 1882 130 1752 110 121
internal_count=2982 570 343 2412 2360 191 227 2169 135 2081 146 1935 108 119 208 1882 130 1752 110 121
is_linear=0
shrinkage=0.0032998


Tree=3266
num_leaves=14
num_cat=0
split_feature=30 44 15 15 16 151 150 15 15 0 133 48 15
split_gain=1.45189 1.00609 1.14734 2.3125 1.04329 1.01138 0.776768 0.610127 0.722736 0.960116 0.766351 0.506532 0.323055
threshold=0.086220000000000019 1.0000000180025095e-35 -0.26361999999999991 -0.43091499999999999 -0.47730499999999992 -0.19763499999999998 0.11717500000000002 -0.11124499999999998 0.039965000000000007 -0.071749999999999994 -0.0054649999999999985 0.084260000000000015 -0.17840999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 7 11 10 -10 -9 -7 -13
right_child=-2 -3 5 -5 -6 6 -8 8 9 -11 -12 12 -14
leaf_value=0.028392573744240545 -0.0077329811001206391 0.033477359574363014 -0.0021328403894064043 -0.021705149629495706 0.0018028055746706927 0.034662859150642447 0.00090920818589057691 0.0032508107857867636 0.014905739803922791 0.026322313935666822 0.013319628882934755 0.01006756939443056 0.024214367874549898
leaf_weight=55 71 53 82 60 75 55 89 194 909 192 1005 62 80
leaf_count=55 71 53 82 60 75 55 89 194 909 192 1005 62 80
internal_value=0 0.0134576 0.0130858 0.00207628 0.0130644 0.0138693 0.0143773 0.0148567 0.0141847 0.0168981 0.0116918 0.022695 0.0180486
internal_weight=0 2911 2858 190 130 2668 2586 2497 2300 1101 1199 197 142
internal_count=2982 2911 2858 190 130 2668 2586 2497 2300 1101 1199 197 142
is_linear=0
shrinkage=0.146506


Tree=3267
num_leaves=25
num_cat=0
split_feature=4 3 3 43 3 14 0 4 0 14 0 43 48 3 0 4 4 0 484 42 4 3 4 4
split_gain=34.6616 14.4333 5.95856 3.93982 1.89095 1.70922 1.85659 1.8449 1.67048 1.59073 1.57279 3.42267 1.25 1.23071 2.77766 2.37227 1.01943 0.81791 0.684786 0.614904 0.535556 0.467709 0.369804 0.0161245
threshold=0.31392000000000003 -0.046079999999999989 0.28833000000000003 -0.033049999999999989 0.35004500000000011 0.073890000000000011 -0.11327499999999999 0.032770000000000001 -0.10147999999999999 -0.41608999999999996 -0.063204999999999983 -0.081354999999999983 0.086410000000000015 0.091085000000000013 -0.087984999999999994 -0.029404999999999997 -0.37626499999999991 -0.086064999999999989 0.091085000000000013 -0.013819999999999997 0.51367000000000018 -0.082234999999999989 0.070065000000000016 0.41939500000000002
decision_type=2 2 2 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 12 8 6 -1 10 23 -10 17 -12 -3 14 -5 -15 -13 21 -19 -9 -11 -8 -21 -2
right_child=4 2 -4 13 -6 -7 7 19 9 20 11 16 -14 15 -16 -17 -18 18 -20 22 -22 -23 -24 -25
leaf_value=0.001538502351169259 0.0013320767196969797 0.0014881196212821752 0.00061702468993859918 0.002394391729358633 0.00027768323086783611 0.0026194016342007266 0.0023955756363076963 0.0015344169456804702 0.0012183645066411472 0.00032520503556260631 0.0013467446993314441 0.0024417766532104862 0.00091719617921283197 0.0020654888015936581 0.0014958395493970063 0.0012645195401862481 0.0019249544910751944 0.0021552671319052868 0.001822158046853645 0.001795289810780522 0.00077909927422451246 0.0021856005263992781 0.0021222262711037931 0.0012314327517287868
leaf_weight=65 52 94 71 101 54 69 256 60 54 63 82 80 76 78 60 84 89 931 74 95 52 223 66 53
leaf_count=65 52 94 71 101 54 69 256 60 54 63 82 80 76 78 60 84 89 931 74 95 52 223 66 53
internal_value=0 0.00198022 0.00151156 0.00164032 0.000842981 0.00210668 0.00208916 0.00210744 0.000954261 0.00075067 0.00214372 0.00190106 0.00123309 0.00185454 0.00205975 0.00165039 0.00216981 0.00218474 0.00213077 0.00182242 0.000530751 0.00229789 0.00192953 0.00128161
internal_weight=0 2654 564 493 328 2090 2021 1956 274 169 1735 251 170 323 161 162 169 1484 1005 221 115 479 161 105
internal_count=2982 2654 564 493 328 2090 2021 1956 274 169 1735 251 170 323 161 162 169 1484 1005 221 115 479 161 105
is_linear=0
shrinkage=0.0032998


Tree=3268
num_leaves=31
num_cat=0
split_feature=12 2 13 2 2 12 2 2 159 41 150 13 2 49 2 43 1212 13 156 130 52 43 52 40 40 52 52 160 47 43
split_gain=61.0982 22.3499 16.1708 8.81142 5.55719 5.13465 4.60088 5.49377 3.47834 2.76389 2.72684 1.56638 1.41268 1.26556 1.23941 1.17687 1.13269 1.06866 0.989421 1.00839 0.932439 0.918913 1.15439 0.905444 0.781357 0.676129 0.669685 0.524911 0.443523 0.400718
threshold=0.056995000000000011 0.13501500000000002 -0.004409999999999999 0.10928500000000001 0.072175000000000017 0.093245000000000008 0.12665000000000001 -1.0000000180025095e-35 0.073745000000000019 0.075585000000000013 0.083435000000000023 -0.100615 0.088820000000000024 0.036605000000000006 0.094580000000000011 0.0010300000000000003 0.091255000000000017 -0.065239999999999979 1.0000000180025095e-35 -1.0000000180025095e-35 -0.00031999999999999992 -0.0065549999999999992 0.085380000000000025 -0.049499999999999995 -0.078654999999999989 0.024870000000000003 0.111725 -0.081204999999999986 0.09023500000000001 -0.036849999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 4 -4 9 7 24 -9 12 14 -7 16 -5 -6 27 21 20 19 -19 -13 28 -23 -8 -1 -21 -22 -14 -2 -29
right_child=1 -3 3 13 10 11 23 8 -10 -11 -12 17 15 -15 -16 -17 -18 18 -20 25 26 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00091985929648067788 0.0026981603274707673 0.00069871464813255708 0.0013630726649172299 0.00097303111162812435 0.0030955630686027133 0.0017723466725315276 0.00078663021373138076 0.0020196925540839103 0.00094822994557358154 0.0032520111387940392 0.0019217088729023273 0.0022300008342751258 0.0022883218542165975 0.0016243530154802079 0.0024650244471250611 0.0020469282771863285 0.0023249330332207221 0.0026327093006532102 0.0026094549908130056 0.0020085994631747544 0.0029233425276530807 0.0031255429474501238 0.0026476893310869234 0.00023042681224562229 0.00037808149635728779 0.0023047921553583416 0.0024923524631448625 0.0025415779375875741 0.0024039968524770233 0.0028797687684793509
leaf_weight=62 537 74 60 88 66 52 52 91 52 83 60 69 70 52 72 65 82 54 83 187 75 127 100 83 55 158 87 169 65 52
leaf_count=62 537 74 60 88 66 52 52 91 52 83 60 69 70 52 72 65 82 54 83 187 75 127 100 83 55 158 87 169 65 52
internal_value=0 0.00248192 0.00141275 0.00188227 0.00224411 0.0025443 0.000939575 0.00119627 0.00163032 0.00266687 0.00251092 0.00232795 0.00262851 0.0012152 0.00276684 0.00245116 0.00269777 0.00236842 0.0022793 0.00221053 0.00255422 0.00273461 0.00291519 0.000444929 0.000665479 0.00214435 0.0026921 0.00254133 0.00266646 0.00262131
internal_weight=0 2189 793 398 258 2115 395 260 143 1350 198 765 1267 140 138 356 911 713 482 399 231 829 227 135 117 345 162 291 602 221
internal_count=2982 2189 793 398 258 2115 395 260 143 1350 198 765 1267 140 138 356 911 713 482 399 231 829 227 135 117 345 162 291 602 221
is_linear=0
shrinkage=0.0032998


Tree=3269
num_leaves=37
num_cat=0
split_feature=1 155 1 12 12 15 15 12 15 0 0 12 1 16 14 12 0 0 1 12 51 12 0 16 0 150 42 42 15 12 403 403 12 16 12 47
split_gain=46.4998 13.3861 9.66792 5.91542 2.82622 2.38512 1.83796 2.05979 1.96761 4.08452 1.70478 1.44932 1.44208 1.34985 1.17901 2.12636 1.25122 0.975935 0.919433 0.832119 0.808465 0.75092 0.731667 0.603655 0.536749 0.39049 0.456397 0.389118 0.376022 0.296916 0.570502 0.448996 0.503207 0.378192 0.269795 0.131723
threshold=0.098395000000000024 0.085010000000000016 0.14787500000000001 0.087215000000000015 0.10713500000000002 -0.07990499999999999 0.039965000000000007 0.08598500000000002 -0.098139999999999991 -0.10462499999999998 -0.077714999999999992 -1.0000000180025095e-35 0.080320000000000016 0.054560000000000004 -0.22654999999999997 -0.088999999999999982 -0.095554999999999987 -0.13619499999999998 1.0000000180025095e-35 0.091625000000000012 -1.0000000180025095e-35 0.089165000000000008 -0.081024999999999986 -0.044939999999999987 -0.087359999999999979 0.092390000000000014 0.084855000000000014 0.086700000000000013 0.084735000000000019 0.098595000000000016 -1.0000000180025095e-35 -0.11705499999999998 0.093125000000000013 -0.07964499999999998 0.090285000000000018 0.091340000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 22 14 8 18 17 -10 21 -7 19 28 -2 -16 -17 -1 24 -12 -21 25 -5 -23 -8 26 -11 -26 -9 31 -31 33 -33 -30 35 -19
right_child=1 -3 -4 4 -6 11 7 13 9 10 12 -13 -14 -15 15 16 -18 34 -20 20 -22 23 -24 -25 27 -27 -28 -29 29 30 -32 32 -34 -35 -36 -37
leaf_value=0.0026968833183580155 0.0012042775168680008 0.0023924581754940395 3.9542489472497197e-05 0.0017103095755280147 0.0011776829391417524 0.00092087884618023968 0.0026789031921506728 0.0024661897838123667 0.0013534901356918939 0.0024687109081542413 0.0022881119973849886 0.0016040267027639956 0.0014982068898112349 0.0017022118762755113 0.0011697809629816467 0.0007374654926835375 0.00010326602549850653 0.0024186139517824658 0.0028841874166728805 0.0020972059048338758 0.0015987306322473196 0.0017973667679624852 0.0022256767717737662 0.0022164322895053671 0.0024510159701172365 0.002059578601771991 0.0021940584268329818 0.0020826859196277246 0.0018862064305914434 0.0023041913228835685 0.0018627917360154395 0.0022287930364152564 0.0025111720608993809 0.0022433363996797995 0.0020378024401929763 0.0021859053555373714
leaf_weight=64 74 98 84 53 70 53 61 68 93 154 83 95 77 58 75 84 57 65 62 79 66 75 72 78 79 66 122 55 64 59 73 286 94 70 62 54
leaf_count=64 74 98 84 53 70 53 61 68 93 154 83 95 77 58 75 84 57 65 62 79 66 75 72 78 79 66 122 55 64 59 73 286 94 70 62 54
internal_value=0 0.00124827 0.00109183 0.00123142 0.00170976 0.00101838 0.002173 0.00227444 0.00208126 0.00200911 0.00208528 0.00135962 0.00189041 0.00218892 0.0008441 0.000720543 0.000481337 0.00234408 0.00253119 0.00202272 0.00187056 0.00220528 0.00200744 0.00201124 0.00241878 0.00229199 0.00234743 0.0023001 0.0022284 0.00220332 0.00206035 0.00223996 0.00229874 0.00207303 0.00221913 0.00231331
internal_weight=0 815 717 633 195 438 2167 1029 1138 893 800 148 305 772 290 216 141 245 257 228 145 495 125 153 195 342 276 134 714 646 132 514 380 134 181 119
internal_count=2982 815 717 633 195 438 2167 1029 1138 893 800 148 305 772 290 216 141 245 257 228 145 495 125 153 195 342 276 134 714 646 132 514 380 134 181 119
is_linear=0
shrinkage=0.0032998


Tree=3270
num_leaves=20
num_cat=0
split_feature=2 147 13 13 9 11 480 130 16 156 13 43 52 1186 1209 13 2 13 2
split_gain=1.85167 1.69094 1.58667 1.66039 1.43631 0.969437 0.929953 0.72735 0.780352 1.00071 1.33712 0.81278 0.758301 0.533126 0.471235 0.442229 0.357506 0.174911 0.0914661
threshold=0.10100500000000003 0.089245000000000005 -0.094609999999999986 -0.24426999999999996 -1.0000000180025095e-35 0.079700000000000007 -0.040684999999999992 -1.0000000180025095e-35 -0.069694999999999993 0.0010500000000000004 0.032645000000000007 -0.064179999999999987 0.047800000000000009 0.083980000000000013 -0.080379999999999993 -0.085114999999999982 0.11657500000000001 -0.43902499999999994 0.11771500000000001
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 17 -1 6 -6 -4 12 10 11 -10 16 14 -8 -16 -9 -2 -13
right_child=2 -3 7 -5 5 -7 13 8 9 -11 -12 18 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.00082410749007385501 0.00014350968021773725 -0.0081906578137004218 -0.0024694562476502788 -0.025545768824061555 0.00059804296030689544 0.033813466133658765 0.030954874059565218 0.0036910041106403579 0.020064096632496684 0.023590327420918589 -0.013393401603670156 0.0060210922784742155 0.030125550010845981 0.0045817063484961959 0.02244622952601218 0.016970539478264577 0.019889748085708328 0.011856905848749474 -0.0026154515270606369
leaf_weight=87 55 56 67 53 66 84 66 53 103 82 64 53 98 59 421 1308 66 55 52
leaf_count=87 55 56 67 53 66 84 66 53 103 82 64 53 98 59 421 1308 66 55 52
internal_value=0 0.0169142 0.00865535 -0.00423788 0.0175873 0.0183874 0.0177117 0.0119518 0.0136467 0.00939815 0.00511388 0.0108159 0.0205704 0.01832 0.0187707 0.0183047 0.0126883 0.00601443 0.00172905
internal_weight=0 2147 801 163 2091 2004 1920 638 571 354 272 208 217 1854 1795 1729 119 110 105
internal_count=2948 2147 801 163 2091 2004 1920 638 571 354 272 208 217 1854 1795 1729 119 110 105
is_linear=0
shrinkage=0.146506


Tree=3271
num_leaves=24
num_cat=0
split_feature=1 155 50 40 3 1 150 4 15 48 1 1452 50 4 150 160 1446 1454 457 50 47 1 40
split_gain=1.68401 1.55486 1.01803 1.23036 0.995173 0.951182 0.820436 0.809425 1.83742 2.69246 1.52462 0.641198 0.612959 0.533605 0.662641 0.798703 0.812159 0.627835 0.615343 0.390512 0.34556 0.203279 0.121621
threshold=0.092395000000000019 0.085010000000000016 0.086135000000000017 -0.0057599999999999986 -0.016814999999999997 0.091000000000000011 0.083855000000000013 0.049545000000000006 0.11635000000000001 0.089640000000000011 0.12864500000000004 0.091130000000000017 -0.10146999999999999 0.24099500000000004 0.083205000000000015 -0.015149999999999999 0.057835000000000004 0.079515000000000016 0.041935000000000007 0.11805000000000002 0.094695000000000015 0.11181500000000001 -0.080519999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 11 22 8 9 -5 20 12 -1 14 15 17 -17 -14 -16 -4 21 -9 -6
right_child=1 -3 19 7 6 -7 -8 10 -10 -11 -12 -13 13 -15 18 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.03044805226872126 0.027403415501518692 0.025802180650748872 0.024178637962464927 -0.03468906179050664 -0.007592065664281192 0.034330728856382109 0.020906254923510694 0.024853743516537991 0.014003113660706102 0.0082815913773242478 -0.011028119640289451 -0.0016872534370967007 0.0061944452805795724 0.0013606466422215935 0.034376772833129871 0.015446213586788956 0.034618361291546988 0.022252112876034354 0.014499640199333011 0.0094428557623352262 0.0042011262858125372 0.011292303064397947 0.0027695154888458941
leaf_weight=59 69 97 76 88 52 59 53 52 58 55 101 54 368 68 77 1103 54 67 69 94 70 52 53
leaf_count=59 69 97 76 88 52 59 53 52 58 55 101 54 368 68 77 1103 54 67 69 94 70 52 53
internal_value=0 0.00748983 0.00545326 0.00289081 0.0121255 0.0152473 0.00544322 -0.00150972 -0.00886425 -0.0181505 0.00385986 0.0146598 0.015134 0.0146328 0.0151511 0.0142474 0.0163424 0.00867144 0.0249939 0.0160402 0.0125111 0.0180887 -0.00234644
internal_weight=0 970 873 703 227 1978 158 476 201 143 275 1919 1865 1806 1738 1592 1157 435 146 170 174 104 105
internal_count=2948 970 873 703 227 1978 158 476 201 143 275 1919 1865 1806 1738 1592 1157 435 146 170 174 104 105
is_linear=0
shrinkage=0.152425


Tree=3272
num_leaves=29
num_cat=0
split_feature=4 3 3 123 0 3 0 4 42 3 0 3 15 11 3 13 42 159 3 4 42 1446 1210 3 0 13 42 0
split_gain=68.3242 23.7723 9.54806 7.18535 3.25817 2.61168 2.47127 2.22141 2.19764 2.15861 2.05478 1.67141 1.8622 1.55722 2.23433 1.53727 1.30547 1.09714 0.922891 0.916153 0.691171 0.93082 0.727875 0.577984 0.573335 0.622723 0.440328 0.411781
threshold=0.31392000000000003 -0.071369999999999975 0.28833000000000003 0.080635000000000012 -0.14867499999999997 -0.082634999999999986 -0.11167499999999998 0.015030000000000002 0.11769000000000002 0.10402500000000002 -0.071299999999999988 -0.093419999999999989 0.039965000000000007 0.080705000000000013 -0.13117499999999996 -1.0000000180025095e-35 0.094765000000000016 0.073745000000000019 -0.11151499999999999 0.51395000000000002 0.088305000000000008 0.083705000000000016 -0.023104999999999997 -0.083414999999999975 -0.11167499999999998 -0.014114999999999997 0.092860000000000012 -0.079324999999999993
decision_type=2 2 2 2 2 2 2 2 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 -2 -7 11 9 15 -5 12 13 14 -6 16 -3 -17 -14 -8 21 27 -22 -24 -9 26 -26 -13
right_child=5 2 -4 10 7 6 19 24 -10 -11 -12 20 18 -15 -16 17 -18 -19 -20 -21 22 -23 23 -25 25 -27 -28 -29
leaf_value=0.0032532901666176475 0.0011703140330405544 0.0017716691781384511 0.00060453754581905428 0.0016216069143764938 0.0014019113366955235 0.00089954197610836689 0.00051246854408903617 0.0024769269138939479 0.0015115773655148268 0.0017088754737415353 0.00082504729380424502 0.0026233609874825484 0.0029628096954872362 0.002514564028972645 0.0022324801888343173 0.0022928516092335775 0.0023951483558573763 0.0027976554910439364 0.0023997521910005398 -3.6170468056900341e-05 0.002827002754776502 0.002962662650601832 0.0021033652927349867 0.0024665596035833041 0.0023846686048747566 0.0017890781315400084 0.002015510405331539 0.002403274779104814
leaf_weight=57 88 97 63 74 52 98 59 54 63 93 63 588 52 77 99 192 56 60 77 69 52 79 55 329 73 52 67 110
leaf_count=57 88 97 63 74 52 98 59 54 63 93 63 588 52 77 99 192 56 60 77 69 52 79 55 329 73 52 67 110
internal_value=0 0.00229384 0.00181151 0.0019204 0.00248979 0.000697188 0.00051281 0.00246581 0.0020827 0.00215488 0.00125556 0.00251074 0.00231519 0.00213862 0.00194669 0.00225721 0.0020001 0.00241318 0.00262699 0.000216448 0.00256827 0.00262679 0.00246389 0.00241463 0.0021789 0.0020949 0.00220825 0.00258873
internal_weight=0 2634 761 698 1873 314 226 1816 561 498 137 1570 357 228 151 405 153 252 129 128 1213 777 436 384 246 192 140 698
internal_count=2948 2634 761 698 1873 314 226 1816 561 498 137 1570 357 228 151 405 153 252 129 128 1213 777 436 384 246 192 140 698
is_linear=0
shrinkage=0.0032351


Tree=3273
num_leaves=28
num_cat=0
split_feature=1 12 1 1 12 150 4 12 4 15 123 15 4 11 16 4 12 0 0 1 0 1 15 4 157 4 12
split_gain=31.5783 6.88531 8.79611 2.64046 2.27268 2.10403 1.63643 1.50825 1.31129 1.61644 1.79239 1.58507 1.1774 1.19854 1.17688 1.00534 1.34199 0.979856 0.951115 0.740404 0.690187 0.590472 0.586332 0.537262 0.489688 0.420252 0.284223
threshold=0.10557500000000002 0.085075000000000026 0.13130500000000003 0.092395000000000019 0.10253500000000002 1.0000000180025095e-35 -0.032169999999999997 0.098785000000000012 0.5124550000000001 -0.018024999999999996 0.081180000000000016 -0.084904999999999994 0.04105000000000001 1.0000000180025095e-35 -0.48652999999999996 -0.15366499999999997 0.085845000000000019 -0.11214999999999999 -0.09633499999999999 0.089960000000000026 -0.051824999999999989 0.080320000000000016 0.097415000000000015 -0.0005399999999999999 -0.087424999999999989 -0.081244999999999998 0.10830500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 6 4 12 15 -3 -8 9 10 11 -2 13 19 -10 -5 -17 -14 -19 21 23 24 -18 26 -1 -23 -6
right_child=1 2 -4 5 20 -7 7 -9 14 -11 -12 -13 17 -15 -16 16 22 18 -20 -21 -22 25 -24 -25 -26 -27 -28
leaf_value=0.0016159078132421008 0.00090945379199946152 0.0022903944859220199 0.00026427747678259788 0.0020602366982501391 0.0016072460903138526 0.0010554146888655143 0.0019555751905369354 0.0011796603198225254 0.00074527943350216641 0.00037414833130835693 0.00055429483032114364 0.0016261627591666458 0.0019510121296054028 0.0023137010200893321 5.8522064466840279e-05 0.0011289628665239527 0.001904687122956163 0.0011443149872605656 0.0016978308520397135 0.0021763680456630507 0.0012058567383550418 0.0019090973960473566 0.0014951537634575868 0.0014009468437309687 0.0019239252710903962 0.001621182747611467 0.0019591901449819708
leaf_weight=61 93 53 53 57 52 79 57 53 53 69 80 53 83 79 56 57 87 53 96 96 55 89 70 67 1039 156 52
leaf_count=61 93 53 53 57 52 79 57 53 53 69 80 53 83 79 56 57 87 53 96 96 55 89 70 67 1039 156 52
internal_value=0 0.000957108 0.00143284 0.00179528 0.00184211 0.00153049 0.00181258 0.00158205 0.00070267 0.000817055 0.000952123 0.00116987 0.00188237 0.00191594 0.000392773 0.00166885 0.00156444 0.00166226 0.00150118 0.00189411 0.00152985 0.00187394 0.00172232 0.00163385 0.00190688 0.00172592 0.00178356
internal_weight=0 620 216 2328 1978 350 163 110 404 295 226 146 1752 1520 109 271 214 232 149 1441 226 1345 157 171 1100 245 104
internal_count=2948 620 216 2328 1978 350 163 110 404 295 226 146 1752 1520 109 271 214 232 149 1441 226 1345 157 171 1100 245 104
is_linear=0
shrinkage=0.0032998


Tree=3274
num_leaves=30
num_cat=0
split_feature=1 4 2 2 4 1 1 2 4 2 11 2 4 13 160 474 1429 4 4 15 15 160 4 4 160 1212 4 13 2
split_gain=64.1739 9.98443 8.16792 7.01295 6.24606 5.08665 4.34773 3.47342 3.41397 2.86127 1.79271 1.6122 1.45107 1.22482 1.20298 0.987234 1.30892 0.935262 1.1056 0.90745 0.978426 0.745433 0.696262 0.596296 0.594156 0.566389 0.527573 0.381335 0.21231
threshold=0.10557500000000002 0.41377500000000006 1.0000000180025095e-35 -1.0000000180025095e-35 -0.051094999999999995 0.092395000000000019 0.13042000000000001 0.092155000000000015 -0.016029999999999996 0.092645000000000019 1.0000000180025095e-35 0.13154000000000002 0.066300000000000012 -0.11210999999999999 0.0065900000000000012 0.090495000000000006 0.084710000000000021 -0.15366499999999997 -0.074729999999999977 0.043560000000000008 -0.0065999999999999991 0.04198000000000001 0.043640000000000005 -0.073574999999999988 0.096695000000000017 0.10626500000000001 0.046185000000000004 -0.067614999999999995 0.10202000000000001
decision_type=2 2 2 2 2 2 2 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 7 -3 10 17 -10 15 14 -6 -8 19 16 21 -7 -19 20 22 25 -9 -21 -16 -1 -5 -23 -25
right_child=1 6 4 26 12 8 13 11 9 -11 -12 -13 -14 -15 24 -17 -18 18 -20 23 -22 27 -24 28 -26 -27 -28 -29 -30
leaf_value=0.0028948766698397685 0.0013702433508943203 0.0015208666723328151 0.0022949600443407294 0.003026478809491378 0.00079569800927922903 0.0029700562620947361 0.0010319718530983641 0.0026823275807755453 0.0023614601940178922 0.0014582378960131576 0.0033617035385404771 0.0020339695095295211 0.0014695150807401015 0.00040054817465406516 0.0030979912040071372 0.0032460247539325055 0.0023877184758323627 0.0021302425663256371 0.0027197183693091894 0.0030201190031079305 0.0020657417982998666 0.0027606654144717844 0.0023119325208058828 0.0024398123041337147 0.0026926662347157436 0.0025420961702764602 0.002595761085294755 0.0024091186166205836 0.0027395389471219916
leaf_weight=923 52 103 60 55 89 59 52 131 87 64 73 53 54 85 69 60 71 57 83 53 62 85 93 52 90 52 70 56 55
leaf_count=923 52 103 60 55 89 59 52 131 87 64 73 53 54 85 69 60 71 57 83 53 62 85 93 52 90 52 70 56 55
internal_value=0 0.00153535 0.00186172 0.00236995 0.00141841 0.00270673 0.00101845 0.00277044 0.00234659 0.00197887 0.00286639 0.0025779 0.00105039 0.000640465 0.0026255 0.00283736 0.00281668 0.00262544 0.00247996 0.00253869 0.00242846 0.00284393 0.0025287 0.0027355 0.00286878 0.0028761 0.00278555 0.00262129 0.0025942
internal_weight=0 620 380 177 203 2328 240 1978 350 151 1320 658 143 137 605 1247 1187 199 140 446 286 1116 224 160 159 975 125 141 107
internal_count=2948 620 380 177 203 2328 240 1978 350 151 1320 658 143 137 605 1247 1187 199 140 446 286 1116 224 160 159 975 125 141 107
is_linear=0
shrinkage=0.0032351


Tree=3275
num_leaves=37
num_cat=0
split_feature=1 3 2 2 39 4 1 2 2 160 1 4 13 3 12 484 12 1 1 3 42 42 160 50 3 1456 4 4 160 50 42 4 4 1456 4 2
split_gain=39.4571 9.39292 5.59652 5.25648 2.97442 2.42773 6.1431 2.77189 2.30991 2.10946 1.66466 2.23967 1.26997 1.08286 0.979756 0.904916 0.864642 1.2014 0.721411 0.694838 0.662817 0.957175 0.640793 0.62267 1.91759 0.638146 0.603189 1.3531 1.11889 0.618647 0.600757 0.661497 0.825852 0.423798 0.321845 0.268962
threshold=0.10398500000000001 -0.049204999999999992 0.11426500000000002 0.092855000000000007 0.089030000000000012 -0.008454999999999999 0.079440000000000024 0.11366500000000002 0.11152000000000002 -1.0000000180025095e-35 0.087055000000000007 0.0067750000000000006 -1.0000000180025095e-35 0.17351000000000003 0.079335000000000017 0.087020000000000014 0.10312 0.11097000000000001 0.085410000000000014 0.090170000000000014 1.0000000180025095e-35 0.093765000000000015 -0.021669999999999998 0.076980000000000007 -0.12077499999999998 0.085105000000000014 -0.081204999999999986 -0.077654999999999988 0.023210000000000005 0.091320000000000012 0.090175000000000019 0.052250000000000012 0.11023000000000001 0.075285000000000005 -0.054114999999999989 0.087710000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 9 7 30 12 -6 -3 14 26 20 19 22 23 17 -2 -14 -11 -5 -22 -1 24 -16 -26 -12 -28 29 -29 31 -7 -33 34 -25 -17
right_child=1 4 -4 5 8 6 -8 -9 -10 13 11 -13 18 -15 15 35 -18 -19 -20 -21 21 -23 -24 33 25 -27 27 28 -30 -31 -32 32 -34 -35 -36 -37
leaf_value=0.002322101890605493 0.0018119728194389861 0.0015435162306720403 0.00096562687335115672 0.001700499979705781 0.00096349485398105467 0.0022823496911271346 0.0006178600090455213 0.00145024103073396 0.00013328028783763301 0.00082666491913393981 0.0023771815433894575 0.0013999663682165138 0.0021918628393448997 0.00060621529302927371 0.0015585497437589938 0.0027039790836211669 0.0016621204954741526 0.0024600275192433168 0.0026690255844845495 0.0013366123373048328 0.0024688593416009341 0.0018617996886376735 0.0028468554664964115 0.0024662180680970753 0.0022462227770273201 0.001865477134302072 0.001599803493311299 0.00242338291668022 0.0017253982797385478 0.0020504322880779652 0.0016488724223292744 0.0015475891908845428 0.002089275315132632 0.0026509114197137387 0.0020943199560140889 0.0023631401993516291
leaf_weight=52 58 82 80 59 68 53 52 70 79 53 83 53 77 77 52 54 54 69 65 66 52 64 52 53 651 53 58 121 52 84 101 58 67 52 53 53
leaf_count=52 58 82 80 59 68 53 52 70 79 53 83 53 77 77 52 54 54 69 65 66 52 64 52 53 651 53 58 121 52 84 101 58 67 52 53 53
internal_value=0 0.00120041 0.00169328 0.00210254 0.000897646 0.0018682 0.00166016 0.00204604 0.000517565 0.0010985 0.00220927 0.00203915 0.0021775 0.000912136 0.00227745 0.0022461 0.0020147 0.00216434 0.00241053 0.00110979 0.0019882 0.00213423 0.00258482 0.00221219 0.00217232 0.00221761 0.00212418 0.0020574 0.00216053 0.00227074 0.00185429 0.00197066 0.00183821 0.0024027 0.0022806 0.00253548
internal_weight=0 686 261 2294 425 718 331 387 147 278 1576 451 317 196 1125 1021 181 127 142 119 175 116 104 914 756 704 398 315 257 205 279 178 125 158 106 107
internal_count=2980 686 261 2294 425 718 331 387 147 278 1576 451 317 196 1125 1021 181 127 142 119 175 116 104 914 756 704 398 315 257 205 279 178 125 158 106 107
is_linear=0
shrinkage=0.0032998


Tree=3276
num_leaves=30
num_cat=0
split_feature=1 3 2 2 3 2 13 1 15 2 2 1456 11 2 48 155 1212 43 13 156 2 43 3 3 15 43 1 3 13
split_gain=36.7863 9.59143 4.61988 4.18771 3.39198 2.04095 1.7215 1.53057 3.7077 1.47222 1.17364 1.14765 1.18334 1.21335 1.12768 1.09802 0.804519 0.768365 0.60669 0.602417 0.581554 0.565801 0.561924 0.558076 0.476885 0.342549 0.316714 0.305468 0.285426
threshold=0.10398500000000001 -0.049204999999999992 0.12068000000000001 0.092855000000000007 0.085880000000000012 0.10979000000000001 -0.27740999999999993 0.089370000000000019 -1.0000000180025095e-35 -0.080859999999999974 0.13018000000000005 -0.081274999999999986 1.0000000180025095e-35 0.089795000000000014 0.087365000000000012 0.084710000000000021 0.092360000000000012 -0.0039049999999999992 -0.018299999999999997 0.087610000000000007 0.083400000000000016 -0.14239499999999997 -0.092109999999999984 -0.082474999999999979 -0.040769999999999994 0.056805000000000008 0.12622500000000003 -0.078884999999999997 -0.078724999999999976
decision_type=2 2 2 2 2 2 2 2 2 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 9 5 -3 14 10 -9 -1 21 23 13 16 -6 18 19 28 -2 -13 -18 -5 -23 -11 27 -26 -8 -24 -15
right_child=1 4 -4 7 6 -7 26 8 -10 11 -12 12 -14 17 -16 -17 20 -19 -20 -21 -22 22 24 -25 25 -27 -28 -29 -30
leaf_value=0.0017170766531865499 0.0020642979997668705 0.00097728166778199353 0.00098570708870107963 0.0023767626311695118 0.0012574038482235379 0.00029876304522491996 0.0013746145616596039 0.0010235827507700233 0.0021901717736260689 0.0023576892785600809 0.0015372596076145678 0.0022639033714700685 0.0026904801759587839 0.0022945245029966448 0.00060138732850697194 0.0024338305188880186 0.0022308995178962022 0.0017100634600979402 0.0016324768331772467 0.0025297296895777925 0.0017343274710354363 0.0017198483045846921 0.0021374088108600778 0.0028072308562433839 0.0020997177515929546 0.0024132916431653015 0.0017279621879148688 0.0018708520603956057 0.0019713452577473584
leaf_weight=55 83 102 61 56 64 92 63 60 59 64 52 926 62 65 52 53 53 73 64 106 52 60 72 60 155 53 52 151 60
leaf_count=55 83 102 61 56 64 92 63 60 59 64 52 926 62 65 52 53 53 73 64 106 52 60 72 60 155 53 52 151 60
internal_value=0 0.00128371 0.00178177 0.00215478 0.000977755 0.000655692 0.00124808 0.00194554 0.00160227 0.00225009 0.00201368 0.00226934 0.00224214 0.00222129 0.000963631 0.00202439 0.00226302 0.00198146 0.00187653 0.00229124 0.00198531 0.0020589 0.00202258 0.00257549 0.00206464 0.00217979 0.0015347 0.00195707 0.00213968
internal_weight=0 686 261 2294 425 194 231 718 119 1576 599 1521 1397 1335 116 200 1137 198 147 1032 105 547 491 124 431 208 115 223 125
internal_count=2980 686 261 2294 425 194 231 718 119 1576 599 1521 1397 1335 116 200 1137 198 147 1032 105 547 491 124 431 208 115 223 125
is_linear=0
shrinkage=0.0032998


Tree=3277
num_leaves=18
num_cat=0
split_feature=9 33 1 52 3 15 151 15 148 13 3 3 51 151 39 159 130
split_gain=1.57294 1.1866 1.45063 1.09292 1.42544 1.39764 0.846187 0.778094 0.73374 0.722383 1.26295 0.721982 0.708829 0.682107 0.654488 0.253221 0.211022
threshold=0.093040000000000012 1.0000000180025095e-35 0.10378000000000001 -0.41694999999999993 0.12955000000000003 -0.024929999999999997 0.053170000000000002 -0.17840999999999999 -0.083699999999999983 0.041960000000000004 -0.14884499999999998 -0.15105999999999997 0.088940000000000005 -0.030624999999999996 0.085815000000000016 0.087060000000000012 0.015470000000000001
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 8 15 -1 11 -11 -10 -6 -9 -13 -5 -12
right_child=-2 -3 3 4 12 -7 -8 13 9 10 16 14 -14 -15 -16 -17 -18
leaf_value=0.037561169076911781 -0.009535308938252841 0.040325811631308009 0.028166652656026064 -0.0066064985991728118 0.030411285874279541 -0.014819277148355348 0.003054424515862689 0.004181414284379791 0.037860754482019011 -0.0064578119985960573 0.013208319941033608 0.019022367334289737 0.0082946240398484028 0.023109259986956822 0.035573919297706293 0.0068161045252723134 0.023325676791503502
leaf_weight=53 53 54 74 80 85 82 79 85 54 70 113 1727 60 101 60 59 91
leaf_count=53 53 54 74 80 85 82 79 85 54 70 113 1727 60 101 60 59 91
internal_value=0 0.01747 0.0170399 0.0104151 0.00803236 0.00331181 0.0188847 0.00789153 0.0194608 0.0190065 0.0115443 0.0201162 0.021271 0.0144684 0.019579 -0.000897194 0.0177296
internal_weight=0 2927 2873 626 552 407 2247 325 2168 2115 274 1841 145 186 1787 139 204
internal_count=2980 2927 2873 626 552 407 2247 325 2168 2115 274 1841 145 186 1787 139 204
is_linear=0
shrinkage=0.155474


Tree=3278
num_leaves=34
num_cat=0
split_feature=1 2 12 4 43 1 1 2 160 0 2 2 1 1 160 0 52 4 51 1 52 52 1 4 12 2 0 0 4 43 50 158 52
split_gain=49.4731 9.72614 9.9531 3.74903 2.90926 2.47699 2.20213 1.87432 1.52792 1.28569 1.26163 1.97832 1.25102 1.19761 1.23842 1.18755 1.10098 0.908398 0.894116 0.87453 0.798727 0.703281 0.637406 0.59353 1.32937 0.558253 0.904331 0.711331 0.863369 0.481674 0.335096 0.326335 0.111381
threshold=0.10398500000000001 0.12026500000000001 0.087255000000000013 0.046185000000000004 -0.0068849999999999996 0.083670000000000008 0.118385 0.092320000000000013 -0.077324999999999991 -0.11214999999999999 -1.0000000180025095e-35 0.10859000000000001 0.13148500000000005 0.086965000000000001 0.0088350000000000008 -0.097774999999999987 0.4107300000000001 -0.062804999999999986 0.08623500000000002 0.11097000000000001 -1.0000000180025095e-35 0.18043000000000001 0.12700000000000003 -0.011209999999999999 0.087745000000000004 0.097925000000000012 -0.076384999999999995 -0.069074999999999984 -0.42305999999999994 -0.12788999999999998 0.088865000000000013 0.08962500000000001 0.008405000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 7 22 9 19 13 16 -5 -2 -12 -6 15 23 17 -9 -1 25 -4 -11 29 -3 24 -15 26 -10 -27 -29 -17 -26 -31 -22
right_child=1 4 6 5 12 -7 -8 8 18 20 11 -13 -14 14 -16 21 -18 -19 -20 -21 32 -23 -24 -25 30 27 -28 28 -30 31 -32 -33 -34
leaf_value=0.0032239319362468251 0.0010257762817949484 0.00078146968319538516 0.0023096630547431553 0.0026441769781797497 0.00083995064320579235 0.0015985688102737657 0.0018516162168608703 0.0017839947407266041 0.0025910514701006637 0.0024183039570794575 0.0019552603343427331 0.0011600154956474262 0.0014710317740441929 0.0019542875446364573 0.0020101664365462734 0.0028389149857530327 0.0023989920807370125 0.0026727071801055892 0.0020380417514503928 0.0028809963660138358 0.0018321262741162058 0.0022227322786321961 0.00027055811295682218 0.0027830597609214292 0.0027258545304218763 0.0029289918904989607 0.0020235820361950677 0.0028380819400616701 0.0023215068975874936 0.0025649404515530054 0.00244811523548341 0.0028426844344919748 0.0020578740985443761
leaf_weight=61 103 52 61 76 55 75 71 79 67 64 61 78 92 52 68 94 54 73 52 58 52 55 55 67 76 57 58 54 107 704 143 52 54
leaf_count=61 103 52 61 76 55 75 71 79 67 64 61 78 92 52 68 94 54 73 52 58 52 55 55 67 76 57 58 54 107 704 143 52 54
internal_value=0 0.00144639 0.00174777 0.00245654 0.000933681 0.0021251 0.00231328 0.00251045 0.00234145 0.00228549 0.00130363 0.00150926 0.00123515 0.00257217 0.00241913 0.00263194 0.00203396 0.0029239 0.00244489 0.00258842 0.00212493 0.00258868 0.000519181 0.0025013 0.00243151 0.00250647 0.00232803 0.00260863 0.00249499 0.00261231 0.00254466 0.00258409 0.00194746
internal_weight=0 686 432 2294 254 321 190 1973 528 246 242 139 147 1445 406 1039 133 134 395 119 170 905 107 338 271 343 125 218 161 850 219 756 106
internal_count=2980 686 432 2294 254 321 190 1973 528 246 242 139 147 1445 406 1039 133 134 395 119 170 905 107 338 271 343 125 218 161 850 219 756 106
is_linear=0
shrinkage=0.0032998


Tree=3279
num_leaves=25
num_cat=0
split_feature=2 9 0 11 13 43 12 1 13 13 484 156 160 43 13 132 133 0 0 2 15 150 12 13
split_gain=1.92259 1.41913 1.38188 1.19664 1.02412 1.48262 1.21969 1.13632 0.840413 0.805264 0.65835 0.718544 0.68274 0.813451 0.869339 0.57372 0.551366 0.942746 0.425733 1.59853 0.531667 0.411801 0.346384 0.213987
threshold=0.092155000000000015 0.093040000000000012 -0.16423499999999996 0.080705000000000013 0.099195000000000019 -0.23538999999999996 -0.097314999999999985 0.10661000000000002 -0.0015099999999999998 -0.38538999999999995 0.088135000000000005 0.089280000000000012 -0.012529999999999998 -0.019324999999999998 -0.071964999999999987 -0.088184999999999986 -0.09601999999999998 -0.11214999999999999 -0.10028499999999999 0.081935000000000022 -0.087984999999999994 0.075065000000000007 0.084065000000000015 -0.083709999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 21 10 6 -6 -4 15 9 -9 11 12 13 14 -1 -8 -17 -18 19 -14 -20 -2 -15 -12
right_child=2 -3 4 -5 5 -7 7 8 -10 -11 23 -13 18 22 -16 16 17 -19 20 -21 -22 -23 -24 -25
leaf_value=0.01078611364442836 -0.010884037941034557 -0.0063924400583404385 0.036478809526355578 0.041937440184686807 0.017518849823408685 -0.0137831202603175 0.031274746298322699 0.01046153581825956 0.017676839589865961 -0.013501466606736531 0.035627043270906843 0.030473742538844183 0.046474444838543572 0.013360310570495491 -0.011230425667706687 0.00091307853644037465 0.03320307871148509 0.013735615584064382 0.0088831766528316928 0.01042280236548143 0.018980520665191621 0.0061945741977218029 0.030948499345754731 0.023386081063068831
leaf_weight=194 81 52 54 52 64 78 52 54 60 82 58 94 54 53 53 62 66 474 142 61 852 55 52 81
leaf_count=194 81 52 54 52 64 78 52 54 60 82 58 94 54 53 53 62 66 474 142 61 852 55 52 81
internal_value=0 0.0183979 0.0104794 0.0191372 0.012359 0.000313351 0.0142493 0.0128352 0.00264496 -0.00397478 0.0184363 0.0175352 0.0167016 0.0108419 0.00605533 0.0158866 0.0145547 0.016118 0.0185601 0.0273656 0.0175397 -0.00396528 0.0220862 0.0285055
internal_weight=0 1798 1182 1746 1046 142 904 850 196 136 1694 1555 1461 352 247 654 602 540 1109 115 994 136 105 139
internal_count=2980 1798 1182 1746 1046 142 904 850 196 136 1694 1555 1461 352 247 654 602 540 1109 115 994 136 105 139
is_linear=0
shrinkage=0.152425


Tree=3280
num_leaves=20
num_cat=0
split_feature=39 51 2 15 15 133 2 3 3 52 16 133 1429 48 133 16 16 13 3
split_gain=1.60004 0.815229 0.684268 0.904795 0.862563 0.746878 0.6843 0.667307 1.70718 0.879271 0.919338 0.62049 1.45984 0.805451 0.609898 0.744207 0.548518 0.265118 0.0915196
threshold=0.12081000000000001 -0.45218499999999995 0.10060500000000001 -0.42075999999999997 -0.14051999999999998 -0.23178999999999997 0.14253500000000002 -0.087864999999999985 -0.22442499999999996 0.076585000000000014 -0.42170999999999997 0.083000000000000018 0.084710000000000021 0.08832000000000001 0.086265000000000022 -0.082359999999999989 -0.09583499999999999 -0.043279999999999992 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 -1 3 -3 16 -4 7 8 -7 10 -9 12 13 -6 -13 -16 -5 -11 -8
right_child=-2 2 5 4 11 6 18 9 -10 17 -12 14 -14 -15 15 -17 -18 -19 -20
leaf_value=0.029899681434205547 -0.012480826567555026 -0.0042535758621907848 0.023765859702578097 0.035643976684207768 0.012929937517009712 0.016140473210517967 -0.0001719542055143823 0.0220157062890982 -0.015241262499350927 0.015799801482330518 0.0022901441726502379 0.026768091391340829 -0.012465946572938412 -0.00050058333453392755 0.0035661422109661139 0.016994017715078611 0.017232068242347853 0.029454304755431284 -0.0087719917956435821
leaf_weight=53 59 64 57 56 1073 72 54 66 77 74 220 100 56 105 111 445 93 53 53
leaf_count=53 59 64 57 56 1073 72 54 66 77 74 220 100 56 105 111 445 93 53 53
internal_value=0 0.0118788 0.0115407 0.0128805 0.0134191 0.00765737 0.00628256 0.00832804 -6.64369e-05 0.0113603 0.00684767 0.0125713 0.0106321 0.0117315 0.0162166 0.0143161 0.0241625 0.0215105 -0.0044464
internal_weight=0 2882 2829 2103 2039 726 669 562 149 413 286 1890 1234 1178 656 556 149 127 107
internal_count=2941 2882 2829 2103 2039 726 669 562 149 413 286 1890 1234 1178 656 556 149 127 107
is_linear=0
shrinkage=0.146506


Tree=3281
num_leaves=12
num_cat=0
split_feature=1 42 0 40 42 0 48 3 0 13 0
split_gain=0.879774 0.95726 0.883524 0.648007 0.769242 0.555573 0.550804 0.614213 0.635551 0.595734 0.450655
threshold=0.13074500000000003 0.089470000000000008 -0.060454999999999995 0.053385000000000009 -0.11837499999999999 0.148925 -0.087924999999999989 0.11995000000000001 -0.23146499999999998 -0.15462999999999996 -0.08645499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 10 6 -6 8 -8 -10 -1
right_child=1 -3 -4 -5 5 -7 7 -9 9 -11 -12
leaf_value=0.012510268092048044 0.019984949805993076 -0.014159089027514558 -0.0055388326248638391 -0.0067274763993977514 0.027016592188620864 0.027759830514349451 0.028802291106182508 -0.0040381807221216365 -0.0067614135730934867 0.010917380421344486 0.031530239044100621
leaf_weight=58 82 77 67 52 56 54 53 77 53 2229 83
leaf_count=58 82 77 67 52 56 54 53 77 53 2229 83
internal_value=0 0.000769432 0.00849599 0.0114918 0.0118483 0.0111839 0.0108205 0.0104437 0.0109221 0.010506 0.0237189
internal_weight=0 226 149 2715 2663 2522 2468 2412 2335 2282 141
internal_count=2941 226 149 2715 2663 2522 2468 2412 2335 2282 141
is_linear=0
shrinkage=0.16499


Tree=3282
num_leaves=12
num_cat=0
split_feature=39 10 12 13 10 12 123 12 42 482 0
split_gain=0.890287 0.483846 0.549847 1.2224 0.807207 0.631511 0.582007 0.787758 0.504086 0.533722 0.177422
threshold=0.11742500000000002 -0.11133 -0.086254999999999984 -0.0094049999999999984 -0.0073499999999999998 -0.10063999999999999 0.09394000000000001 -0.010419999999999997 -0.11837499999999999 0.11679000000000002 -0.08645499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -3 7 -6 10 -10 -9
right_child=-2 2 4 -5 6 -7 -8 8 9 -11 -12
leaf_value=-0.0057466322605578988 -0.010008437744298529 0.021438362825939042 0.029450365908579142 -0.0198107888839885 0.029720462410808408 2.8811501484363876e-06 -0.006232621870326715 0.012013338769002889 0.0086583576609544008 0.025097367735105954 0.024298878583114192
leaf_weight=56 65 61 55 53 52 88 59 52 2269 53 78
leaf_count=56 65 61 55 53 52 88 59 52 2269 53 78
internal_value=0 0.0091226 0.00941849 0.00127734 0.010046 0.00879007 0.00962891 0.0100033 0.00958449 0.00903432 0.0193979
internal_weight=0 2876 2820 202 2618 149 2563 2504 2452 2322 130
internal_count=2941 2876 2820 202 2618 149 2563 2504 2452 2322 130
is_linear=0
shrinkage=0.161755


Tree=3283
num_leaves=29
num_cat=0
split_feature=1 1 0 123 16 0 52 16 3 3 3 16 47 0 42 51 16 0 0 2 2 1456 1 51 133 133 2 16
split_gain=34.9476 10.7936 10.6499 3.42235 2.67668 2.48832 2.48369 2.33677 1.99783 1.94555 1.70688 1.55403 1.59755 1.27587 1.2504 1.06114 0.920752 0.696912 0.800644 0.712347 0.679326 0.508131 0.466795 0.45199 0.919629 1.01735 0.384234 0.291652
threshold=0.095435000000000006 0.13074500000000003 -0.11991499999999998 0.083005000000000009 -0.38959499999999997 -0.14259999999999998 -0.065394999999999995 -0.034884999999999992 -0.07249499999999999 -0.011259999999999997 -0.12077499999999998 0.14976500000000001 1.0000000180025095e-35 -0.22745499999999999 0.073240000000000013 0.022440000000000005 -0.16956499999999999 -0.085674999999999987 -0.08645499999999999 0.11183000000000003 0.088735000000000022 0.084025000000000002 0.077845000000000011 -0.10056999999999998 -1.0000000180025095e-35 0.086150000000000018 0.083935000000000023 0.51707500000000006
decision_type=2 2 2 2 2 2 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 9 11 -3 7 -6 20 10 -2 22 12 14 -11 -4 23 -12 18 21 26 -1 -18 -7 -10 -25 -26 -19 -13
right_child=1 4 3 -5 6 8 -8 -9 15 13 16 27 -14 -15 -16 -17 17 19 -20 -21 -22 -23 -24 24 25 -27 -28 -29
leaf_value=0.00245668860869296 0.00033713905432074758 0.00026736372273992808 0.0012461137391383667 0.0012102060996871324 0.00050760730840226464 0.0019048771931019619 0.0014469007921958346 0.0030472220979975177 0.0021222408142277946 0.00071762610344090066 0.0017356065470154861 0.0024311516127509362 0.002239769741135658 0.0013437704201206702 0.0018550591956695782 0.0013758055832897573 0.002222587501217654 0.0019374341928280537 0.0025306661853607051 0.0024261304970663211 0.001917775798733447 0.0018856411000393793 0.0014698769270669631 0.0020942624202364393 0.0014132606139034868 0.0019789688470803184 0.002099536519470856 0.0021025778042977083
leaf_weight=52 54 103 65 86 60 56 63 52 71 63 66 52 58 82 86 52 367 225 85 62 52 58 54 83 82 61 615 76
leaf_count=52 54 103 65 86 60 56 63 52 71 63 66 52 58 82 86 52 367 225 85 62 52 58 54 83 82 61 615 76
internal_value=0 0.00127815 0.0015026 0.00179884 0.000660266 0.00207236 0.000988995 0.00247435 0.00203997 0.000872742 0.0020898 0.00194895 0.00177277 0.00107196 0.00159316 0.00181315 0.00211941 0.00213732 0.00223575 0.00208163 0.00218757 0.00217669 0.00169165 0.00188961 0.00181637 0.00165482 0.00205616 0.00223634
internal_weight=0 848 622 423 226 2093 123 156 1937 199 1588 337 209 145 151 349 1478 1412 510 902 104 425 110 297 226 143 840 128
internal_count=2941 848 622 423 226 2093 123 156 1937 199 1588 337 209 145 151 349 1478 1412 510 902 104 425 110 297 226 143 840 128
is_linear=0
shrinkage=0.0032998


Tree=3284
num_leaves=25
num_cat=0
split_feature=4 3 3 43 4 3 3 43 13 16 2 52 3 11 3 15 4 2 15 4 13 4 133 4
split_gain=41.3622 17.1185 7.65538 6.09107 3.48529 4.23467 3.42066 3.10808 2.71537 2.12969 1.87009 2.88074 5.44664 1.9608 1.55116 1.32343 1.07719 0.967646 0.915961 0.871275 0.593645 0.509419 0.447081 0.313615
threshold=0.31392000000000003 -0.06533499999999999 0.28833000000000003 -0.043814999999999993 -0.15615999999999999 0.088880000000000015 -0.082634999999999986 -0.23538999999999996 -0.009244999999999998 -0.5020199999999998 0.097005000000000022 -0.13963499999999998 -0.08867499999999999 1.0000000180025095e-35 -0.11749 0.11447500000000001 0.0060300000000000015 0.088005000000000014 0.084845000000000018 0.51395000000000002 -0.078724999999999976 0.057200000000000008 0.086925000000000016 -0.036839999999999991
decision_type=2 2 2 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 17 -2 -3 22 -8 13 23 -13 14 -1 16 18 -6 -16 -11 -18 -14 -9 -12
right_child=6 2 -4 4 5 -7 9 8 -10 19 11 12 21 -15 15 -17 20 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0017990453392928121 0.0014114877462392474 0.002084142561680239 0.00062284429115927768 0.0025949502512290549 0.0024757044044314874 0.0013503857886695608 0.0010313719181422403 0.0012413968518267685 0.00057986216783145641 0.00061806586478787044 0.0023217001140121911 0.001096424986942828 0.0023833356844706727 0.0028548260768382575 0.002499230758768158 0.0018743760948010315 0.0023241150710391245 0.0019812727991678544 0.0023205200567037658 5.4020759249492732e-05 0.0018830783806228881 0.0019772851276859092 0.0016655055531904644 0.0026417550363961036
leaf_weight=56 94 53 64 103 76 103 93 52 57 67 76 69 88 86 649 59 67 103 622 54 69 57 59 65
leaf_count=56 94 53 64 103 76 103 93 52 57 67 76 69 88 86 649 59 67 103 622 54 69 57 59 65
internal_value=0 0.00216468 0.00170906 0.00182371 0.00207455 0.00188434 0.000886463 0.00138658 0.00116631 0.00065568 0.00232018 0.00210252 0.00186057 0.0023682 0.00234069 0.00236135 0.00238175 0.0021914 0.0024118 0.000366634 0.00210061 0.00222396 0.00146714 0.00246949
internal_weight=0 2633 670 606 385 282 308 221 168 214 1963 355 214 1608 1522 1466 1407 179 1271 121 136 145 111 141
internal_count=2941 2633 670 606 385 282 308 221 168 214 1963 355 214 1608 1522 1466 1407 179 1271 121 136 145 111 141
is_linear=0
shrinkage=0.0032998


Tree=3285
num_leaves=23
num_cat=0
split_feature=1 52 1 16 4 4 52 50 15 15 124 43 4 15 16 4 51 52 4 4 52 160
split_gain=2.55858 1.13161 0.986343 1.15477 0.823654 1.24552 0.726248 0.561541 0.801316 0.96878 0.597507 0.496091 1.34032 1.54952 1.01154 0.99793 0.632072 0.341957 0.329812 0.369412 0.17159 0.160027
threshold=0.14684500000000003 -0.53473999999999988 0.10661000000000002 -0.53342999999999996 0.054720000000000012 0.018150000000000003 1.0000000180025095e-35 0.081065000000000012 -0.046109999999999991 -0.079504999999999978 -0.076164999999999983 -0.0035149999999999995 -0.087269999999999986 0.084535000000000013 0.11702000000000001 -0.16236499999999995 -0.013119999999999998 -0.55248999999999981 0.10516000000000002 0.24814500000000003 -0.5663649999999999 0.060260000000000008
decision_type=2 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 5 11 18 8 9 10 -5 15 14 -14 -13 -3 -17 20 -6 -20 -1 -8
right_child=-2 2 3 7 6 -7 21 -9 -10 -11 -12 12 13 -15 -16 16 -18 -19 19 -21 -22 -23
leaf_value=0.023806738259469416 -0.017417365494357483 -0.0055797537755630979 0.024915487545213551 -0.016397881966255481 -0.012475430189023046 0.031254230268049098 0.016730511603638532 0.012536513300240361 -0.01762588848775392 0.020539471512541794 0.0017962279554025078 0.038332107388423499 -0.0070468669320433008 0.011187161899357893 0.00851280254005231 0.021994338776902371 0.012337434796806887 0.032226547490220955 0.010993668003027359 -0.0077271449185329355 0.010897931540289523 0.0053828190508449772
leaf_weight=52 87 69 53 63 66 81 76 75 71 53 162 55 198 287 60 207 982 62 54 52 53 54
leaf_count=52 87 69 53 63 66 81 76 75 71 53 162 55 198 287 60 207 982 62 54 52 53 54
internal_value=0 0.0101784 0.00939879 0.00284597 0.0107928 0.0119929 0.00308165 8.32896e-05 -0.00258805 0.00124645 -0.0032906 0.0111523 0.00739361 0.00373968 0.0227889 0.0129437 0.0140201 0.0228561 -0.0036717 0.0017939 0.017307 0.0120299
internal_weight=0 2885 2718 477 2241 1939 302 424 349 278 225 1858 600 485 115 1258 1189 167 172 106 105 130
internal_count=2972 2885 2718 477 2241 1939 302 424 349 278 225 1858 600 485 115 1258 1189 167 172 106 105 130
is_linear=0
shrinkage=0.158583


Tree=3286
num_leaves=20
num_cat=0
split_feature=2 0 106 4 0 151 0 4 4 13 4 4 1212 2 4 2 52 4 2
split_gain=1.65683 0.952165 0.918033 0.814005 0.805641 0.641907 0.753742 1.35547 1.36211 1.04636 0.941368 0.705146 0.690708 0.61037 0.840475 0.608192 0.487662 0.401847 0.267785
threshold=0.12026500000000001 -0.0088049999999999986 0.085650000000000018 -0.17006499999999999 -0.084114999999999981 -0.14525499999999997 -0.12368999999999998 -0.084044999999999995 0.0048200000000000005 -0.10373499999999998 0.26846000000000009 -0.095479999999999982 0.12218000000000002 0.091290000000000024 -0.50324499999999983 0.14870000000000003 -0.080219999999999986 0.41377500000000006 0.13631000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 13 17 -5 7 -7 16 -8 -10 -11 -13 -1 -15 18 -9 -2 -6
right_child=1 -3 -4 5 15 6 9 8 10 11 -12 12 -14 14 -16 -17 -18 -19 -20
leaf_value=0.034757654044999219 -0.019546649275200681 -0.02273025715236093 -0.010639334295498248 0.022103180008097134 0.0096688218877306938 0.022949750519588034 0.026706516664254627 -0.0069316968298645176 0.018370026314685654 -0.0087960926440872438 -0.007256897210545332 0.0087342544682099503 0.026689268924753814 -0.00020343517302070924 0.024474922021702074 0.022892257259126098 -0.028825884940704562 -0.00066913149205270175 -0.0067411561923056704
leaf_weight=52 53 53 59 93 52 60 89 53 77 58 73 1768 58 61 88 52 54 67 52
leaf_count=52 53 53 59 93 52 60 89 53 77 58 73 1768 58 61 88 52 54 67 52
internal_value=0 -0.00287112 0.00929738 0.00975326 0.000936153 0.00891813 0.00838192 0.00105455 -0.00405045 0.00955832 0.00588674 0.00874733 0.00930551 0.0196457 0.0143601 0.00860664 -0.0179972 -0.00902109 0.00144723
internal_weight=0 329 2643 2584 276 2383 2290 317 257 1973 150 1884 1826 201 149 156 107 120 104
internal_count=2972 329 2643 2584 276 2383 2290 317 257 1973 150 1884 1826 201 149 156 107 120 104
is_linear=0
shrinkage=0.161755


Tree=3287
num_leaves=11
num_cat=0
split_feature=1 1212 1428 13 374 1212 16 1 41 150
split_gain=1.75302 0.523613 0.514151 0.499976 0.522022 0.497464 1.20969 0.509807 1.08705 0.601563
threshold=0.15390500000000004 0.12218000000000002 0.093475000000000016 0.26379000000000002 0.082175000000000012 0.092030000000000015 -0.081204999999999986 0.085780000000000009 0.082560000000000008 0.083295000000000022
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 9 -9 -1
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 -11
leaf_value=0.0073356010094730341 -0.020315549087613811 0.019986176264721042 0.021042012980186316 0.018162057535465761 -0.0084365512014827303 0.011801357690949843 -0.020272043047716737 0.0028461404215404679 0.024606566414455983 0.018553609839250629
leaf_weight=1372 55 64 52 74 57 53 52 1023 54 116
leaf_count=1372 55 64 52 74 57 53 52 1023 54 116
internal_value=0 0.00660704 0.00630635 0.00603222 0.00570248 0.00600492 -0.00406742 0.00641786 0.00393867 0.0082112
internal_weight=0 2917 2853 2801 2727 2670 105 2565 1077 1488
internal_count=2972 2917 2853 2801 2727 2670 105 2565 1077 1488
is_linear=0
shrinkage=0.149437


Tree=3288
num_leaves=23
num_cat=0
split_feature=1 1 16 1 52 14 0 51 0 0 52 15 43 16 1446 51 16 49 16 39 0 49
split_gain=74.809 11.7502 9.8467 7.90637 4.73355 4.44797 3.56773 3.53547 2.90229 2.80297 3.44964 2.7028 2.62672 3.26346 1.45426 1.3372 1.45181 1.08076 1.41914 1.03572 1.22858 0.796676
threshold=0.11829500000000003 0.10075500000000003 0.16094000000000003 0.15390500000000004 0.12109500000000002 0.073890000000000011 -0.12851999999999997 -0.070154999999999981 -0.072529999999999983 -0.13619499999999998 -0.014264999999999998 -0.098139999999999991 -0.081054999999999974 0.066010000000000013 0.092380000000000018 0.098910000000000012 -0.16956499999999999 0.094480000000000022 0.08215500000000002 0.098100000000000007 -0.093874999999999986 -0.021474999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 7 9 6 11 -2 14 21 -11 -1 13 -10 15 16 -8 18 -14 20 -9 -3
right_child=3 2 -4 -5 -6 -7 8 19 12 10 -12 -13 17 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0028197783917337854 0.0020696236814757981 0.0015611490361707972 0.0030759175024994349 -3.0292668403607775e-05 0.0027403210537659808 0.0035268991125508441 0.002450163477951784 0.0010207921334628035 0.0015952394792375323 0.0015095533872565446 0.0026407077777875166 0.001869373135208506 0.0026116674088325397 0.0026228310628622379 0.0033909613727518091 0.0024451410196363837 0.0029054424902932477 0.0023704373502794946 0.0031273223371916089 0.00079490798558832403 0.0015491807221081533 0.00099102993519693513
leaf_weight=55 57 52 98 55 54 89 82 98 58 68 52 81 128 81 58 83 1332 67 109 64 95 56
leaf_count=55 57 52 98 55 54 89 82 98 58 68 52 81 128 81 58 83 1332 67 109 64 95 56
internal_value=0 0.00271095 0.00217431 0.00112319 0.00186086 0.00280267 0.00277245 0.00132534 0.00280772 0.00165241 0.00200001 0.00225399 0.00257134 0.00219431 0.00287504 0.00285503 0.00287907 0.00274362 0.00284897 0.00116013 0.00128106 0.00126586
internal_weight=0 2603 380 369 282 2223 2134 314 1998 228 120 136 443 139 1555 1497 1414 304 237 257 193 108
internal_count=2972 2603 380 369 282 2223 2134 314 1998 228 120 136 443 139 1555 1497 1414 304 237 257 193 108
is_linear=0
shrinkage=0.0032998


Tree=3289
num_leaves=21
num_cat=0
split_feature=1 155 47 1 16 14 376 0 1 0 10 16 16 51 132 16 157 16 0 1
split_gain=77.7629 14.093 10.2182 5.59886 3.94466 3.67101 3.65818 3.0183 4.70878 3.97297 2.1338 2.01162 2.75813 1.69049 1.67257 1.50088 1.20259 1.00949 0.806273 0.549676
threshold=0.10331000000000003 0.092900000000000024 0.080075000000000021 0.12257000000000003 -0.072359999999999994 0.064610000000000015 0.048695000000000009 -0.12851999999999997 0.085410000000000014 -0.074249999999999997 -0.012684999999999998 -0.28430999999999995 0.0044600000000000013 0.11444000000000001 0.082150000000000015 -0.16956499999999999 -0.0048549999999999991 0.052690000000000008 -0.06612999999999998 0.092395000000000019
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 11 -4 6 7 8 -1 13 -5 -2 -13 15 16 -9 -11 -17 -12 -18
right_child=1 -3 4 10 -6 -7 -8 9 -10 14 18 12 -14 -15 -16 17 19 -19 -20 -21
leaf_value=0.0024158657734120784 0.0013389783136056542 0.0024480723629516834 0.00098149640469898125 -0.00039971213832979807 0.0019924568263756963 0.0028909126765887328 0.0013865556535674207 0.0019360213465916684 0.0011790766304269483 0.0024335913559155706 0.00015548914445038999 0.00034823415058077116 0.0012621766211411459 0.0018282979514504883 0.0015048220372819248 0.0024314140352874858 0.0019220114981925043 0.0021352540800502352 0.00061658935022605081 0.0022425725142097759
leaf_weight=63 81 64 80 52 89 91 57 81 72 86 91 95 58 65 63 1225 264 142 76 77
leaf_count=63 81 64 80 52 89 91 57 81 72 86 91 95 58 65 63 1225 264 142 76 77
internal_value=0 0.000973334 0.000821536 0.000563083 0.0015141 0.00224021 0.00221321 0.00223524 0.00175651 0.00226749 0.000183677 0.000918018 0.000694926 0.00235126 0.00200875 0.00237471 0.00208302 0.00240068 0.000365542 0.0019945
internal_weight=0 686 622 453 169 2286 2195 2138 135 2003 219 234 153 1513 490 1448 427 1367 167 341
internal_count=2972 686 622 453 169 2286 2195 2138 135 2003 219 234 153 1513 490 1448 427 1367 167 341
is_linear=0
shrinkage=0.0032998


Tree=3290
num_leaves=26
num_cat=0
split_feature=4 2 0 2 3 39 2 15 0 3 4 15 4 12 2 3 43 0 43 15 12 12 48 15 151
split_gain=40.0594 12.2789 6.55786 6.51881 3.5728 3.47886 2.18843 2.16537 2.7259 2.28884 2.50132 1.62577 1.84144 1.55759 1.46921 1.28435 1.2361 0.986105 0.942296 0.810988 0.731917 0.576424 0.573371 0.515442 0.351067
threshold=0.31392000000000003 0.10100500000000003 -0.12851999999999997 0.14253500000000002 -0.082634999999999986 0.0047850000000000011 -0.0050599999999999994 0.033605000000000003 -0.14534499999999997 0.093925000000000022 -0.14088999999999999 -0.41956999999999994 0.5567700000000001 0.089275000000000007 0.082165000000000016 -0.10175499999999998 -0.011714999999999998 -0.074904999999999985 -0.07409499999999998 -0.074124999999999983 0.097145000000000023 0.084065000000000015 0.089715000000000017 0.087450000000000014 -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 5 22 16 -2 7 -7 9 -9 10 -1 12 -6 14 -12 -10 18 -18 19 -4 -19 -17 -3 -23 -15
right_child=4 2 3 -5 11 6 -8 8 15 -11 13 -13 -14 24 -16 21 17 20 -20 -21 -22 23 -24 -25 -26
leaf_value=0.0016806760528927118 0.0015799266025863683 0.00088450277612579103 0.00241753061561404 0.0010984539214641252 0.0013854786326864829 0.0013365216309932956 0.0022124706130122697 0.0031883001073950033 0.0029093736121174009 0.0017098430668338784 0.0028437986653612958 0.00047900072803346808 0.00062252310511528458 0.0024474076871222605 0.0024061207856208031 0.0027310788634656233 0.0019434751819427556 0.0026502462304601546 0.001603668952583648 0.001910623187113471 0.0022027438037228488 0.0025319747719316976 0.0013530140126521977 0.0023510668649636152 0.0021520075132025404
leaf_weight=57 88 53 56 71 73 52 71 59 65 66 103 92 61 53 383 65 52 92 53 84 68 251 58 526 254
leaf_count=57 88 53 56 71 73 52 71 59 65 66 103 92 61 53 383 65 52 92 53 84 68 251 58 526 254
internal_value=0 0.00225021 0.00183843 0.00200365 0.00102649 0.00237075 0.00184243 0.00240526 0.00251249 0.00229214 0.00233731 0.000810845 0.00103842 0.00238447 0.00249895 0.00246849 0.00216225 0.00233367 0.00197377 0.00211363 0.00246027 0.00243441 0.00112962 0.00240955 0.00220312
internal_weight=0 2592 587 476 314 2005 123 1882 966 916 850 226 134 793 486 907 405 212 193 140 160 842 111 777 307
internal_count=2906 2592 587 476 314 2005 123 1882 966 916 850 226 134 793 486 907 405 212 193 140 160 842 111 777 307
is_linear=0
shrinkage=0.0032351


Tree=3291
num_leaves=15
num_cat=0
split_feature=0 15 158 158 448 47 16 52 16 0 13 16 15 16
split_gain=0.900905 0.710233 0.66078 0.700842 0.698059 0.583621 0.603044 0.92196 0.861119 0.913665 0.636529 0.56549 0.378121 0.210272
threshold=-0.23066499999999998 -0.50173499999999993 0.09908500000000002 0.12278500000000002 -0.076874999999999985 0.118245 0.20277000000000003 -0.53082999999999991 0.066010000000000013 0.027395000000000006 0.00085500000000000018 0.11702000000000001 -0.013439999999999999 0.41326000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 12 -3 6 8 13 9 -6 -9 -10 -4 -8
right_child=1 2 3 -5 5 -7 7 10 11 -11 -12 -13 -14 -15
leaf_value=-0.0044205615581586061 -0.0035591640362696597 0.028559420053759697 0.01975341953433505 0.0077854900398342825 0.011287695636084899 0.023212816340792652 0.0065055985529814649 0.0025640702634373153 0.036519776241351026 -0.005460494150322545 -0.017970804242322811 0.014214859862676531 0.037485561186062638 0.018313658207346779
leaf_weight=89 74 55 63 64 1901 89 66 122 52 82 52 59 55 83
leaf_count=89 74 55 63 64 1901 89 66 122 52 82 52 59 55 83
internal_value=0 0.0114537 0.0118593 0.0209218 0.0112146 0.0108333 0.0103767 0.00411578 0.0113417 0.0105943 -0.00356325 0.024679 0.0280325 0.0130944
internal_weight=0 2817 2743 182 2561 2506 2417 323 2094 1983 174 111 118 149
internal_count=2906 2817 2743 182 2561 2506 2417 323 2094 1983 174 111 118 149
is_linear=0
shrinkage=0.155474


Tree=3292
num_leaves=19
num_cat=0
split_feature=4 2 123 3 3 14 2 2 14 12 3 160 12 15 2 133 475 2
split_gain=48.8009 14.4528 7.00879 6.03949 5.40798 3.06537 2.99988 2.9008 2.26984 1.47741 1.379 1.27543 1.1303 1.79814 1.11998 0.765032 0.764277 0.749054
threshold=0.31392000000000003 0.12068000000000001 1.0000000180025095e-35 -0.082634999999999986 0.11391500000000002 0.073890000000000011 0.14870000000000003 0.092155000000000015 -0.42227999999999993 0.091290000000000024 -0.049204999999999992 -0.081849999999999992 0.056995000000000011 -0.031624999999999993 0.085155000000000022 0.085650000000000018 -0.0052149999999999992 0.12681500000000004
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 7 10 9 -5 14 -3 -11 13 -9 -1 -4 -14 -10
right_child=3 6 15 8 -6 -7 -8 12 17 11 -12 -13 16 -15 -16 -17 -18 -19
leaf_value=0.0023306849275320056 0.0013439415722466133 0.0017681378973912079 0.0015300460562959254 0.0009233839018756389 0.0011678825165230792 0.0027089524677311122 0.00049166265103510985 0.0012244288816482866 0.00034178570331687175 0.001519234007629404 0.001071094271538769 0.0020634765403498034 0.0022815428803360841 0.0020456231848567934 0.002123180581603993 0.0010142271578756055 0.0019118456593246627 -9.1532296747023605e-05
leaf_weight=530 88 54 64 54 66 86 59 61 101 52 67 366 69 52 575 58 433 71
leaf_count=530 88 54 64 54 66 86 59 61 101 52 67 366 69 52 575 58 433 71
internal_value=0 0.00197538 0.00204139 0.000624795 0.00208166 0.00210876 0.00109067 0.0020846 0.000344621 0.00216049 0.00138246 0.00199585 0.00189662 0.00160263 0.00222274 0.0012851 0.00196273 0.000162715
internal_weight=0 2592 2412 314 2290 2224 180 2138 226 1523 121 418 615 113 1105 122 502 172
internal_count=2906 2592 2412 314 2290 2224 180 2138 226 1523 121 418 615 113 1105 122 502 172
is_linear=0
shrinkage=0.0032351


Tree=3293
num_leaves=21
num_cat=0
split_feature=4 123 158 0 14 4 1 3 12 0 1 4 0 0 12 4 16 159 3 12
split_gain=0.867302 0.742496 0.730968 0.953348 2.15481 1.04746 1.00252 1.22543 1.20898 1.3274 0.762999 0.758342 0.459582 0.417171 0.495295 0.407285 0.42763 0.352588 0.324174 0.172184
threshold=0.5567700000000001 0.08901000000000002 0.089220000000000008 -0.10998999999999999 1.0000000180025095e-35 -0.0029949999999999998 0.10721500000000002 -0.12711499999999995 0.10700500000000002 -0.048199999999999993 0.085410000000000014 -0.17568999999999999 -0.23066499999999998 -0.076384999999999995 0.08401500000000002 -0.0069049999999999988 -0.062279999999999995 -0.064994999999999983 -0.005644999999999999 0.086315000000000017
decision_type=2 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 11 9 -8 -7 -5 -12 14 -9 19 -17 -15 -3 -4
right_child=-2 18 15 6 -6 10 8 13 -10 -11 12 -13 -14 17 -16 16 -18 -19 -20 -21
leaf_value=-0.018115986872568747 -0.0056846799541498735 -0.0094954800235503376 0.033916921248252754 0.0074921343932834224 0.030229535094852485 0.015838031626609125 0.015851226987733075 0.021484900781973994 0.00073852443864602386 0.042988999399775109 -0.01351994035303916 -0.016583894624800973 0.0032188616667298718 -0.0031729929886057323 0.012283567337764445 0.022897055700016346 0.0039847732593192853 0.0096775660063245037 0.0073548740287413773 0.02105363544456363
leaf_weight=73 80 60 52 70 65 84 102 171 53 82 62 62 123 62 1082 63 58 392 55 55
leaf_count=73 80 60 52 70 65 84 102 171 53 82 62 62 123 62 1082 63 58 392 55 55
internal_value=0 0.0110456 0.0115751 0.0107845 0.00376052 -0.00126519 0.0121607 0.0109079 0.0218753 0.0279544 0.00330141 -0.00380348 -0.00238175 0.0120465 0.0135406 0.0201769 0.0138457 0.00791891 -0.00142189 0.0273208
internal_weight=0 2826 2711 2483 407 342 2076 1839 237 184 269 132 185 1707 1253 228 121 454 115 107
internal_count=2906 2826 2711 2483 407 342 2076 1839 237 184 269 132 185 1707 1253 228 121 454 115 107
is_linear=0
shrinkage=0.158583


Tree=3294
num_leaves=13
num_cat=0
split_feature=150 0 49 147 10 10 457 51 13 1186 43 474
split_gain=0.587176 0.952399 0.966562 0.722447 0.982614 0.694994 0.61856 0.624919 0.764136 0.655657 0.776384 0.488408
threshold=0.089155000000000012 -0.092879999999999976 -0.05529499999999999 0.086295000000000011 -0.092019999999999977 -0.0088449999999999987 0.086205000000000018 0.11178000000000002 -0.063549999999999982 0.085230000000000014 -0.24192999999999995 0.083865000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 7 9 -9 10 -7 -3
right_child=1 11 -4 -5 5 6 -8 8 -10 -11 -12 -13
leaf_value=-0.011259908741681564 0.0032426506619898069 0.019296828582845305 -0.023663275527414984 0.024716805792436455 0.025917342257737178 0.022029041791986469 0.025755969934270873 0.010633753665688802 -0.009785572669136898 -0.0067027584266213473 0.0090462346475217344 0.00085601625847999861
leaf_weight=57 80 75 54 72 60 118 52 83 95 60 2035 65
leaf_count=57 80 75 54 72 60 118 52 83 95 60 2035 65
internal_value=0 0.0017743 -0.00758765 0.00934452 0.00891153 0.00937155 0.00896451 0.00859863 -0.000254877 0.0093115 0.00975856 0.0107469
internal_weight=0 274 134 2632 2560 2503 2443 2391 178 2213 2153 140
internal_count=2906 274 134 2632 2560 2503 2443 2391 178 2213 2153 140
is_linear=0
shrinkage=0.155474


Tree=3295
num_leaves=14
num_cat=0
split_feature=43 10 47 1 16 1212 4 1447 147 1456 16 4 47
split_gain=0.634961 0.510077 0.676174 0.847762 0.646624 0.78992 1.1201 0.754432 0.661243 0.533423 0.506279 0.578576 0.413652
threshold=-0.50360999999999989 -0.089679999999999982 0.11646500000000001 0.14065000000000003 -0.083614999999999981 0.087685000000000013 -0.082199999999999981 -0.08397499999999998 1.0000000180025095e-35 -1.0000000180025095e-35 -0.54752499999999993 0.0063750000000000013 0.12631500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 9 7 -7 -6 -9 -3 -11 -12 -4
right_child=1 2 12 -5 5 6 -8 8 -10 10 11 -13 -14
leaf_value=-0.0086766649079338207 -0.0041881422359222979 0.027287897219897064 -0.013433217339389682 0.025881626838510318 0.021824753901833287 -0.023685725075666509 0.0057691843908507954 0.0075423232965962164 -0.0064042476519106844 0.026297990243537045 0.013456402961540145 0.0045305560164159266 0.0047867429352313039
leaf_weight=62 89 55 57 74 91 53 93 1368 95 52 464 323 76
leaf_count=62 89 55 57 74 91 53 93 1368 95 52 464 323 76
internal_value=0 0.00785457 0.00823784 0.00879913 0.00831115 0.0064569 -0.00491152 0.00752609 0.00663552 0.0118352 0.0108201 0.00979526 -0.00300883
internal_weight=0 2890 2801 2668 2594 1700 146 1554 1463 894 839 787 133
internal_count=2952 2890 2801 2668 2594 1700 146 1554 1463 894 839 787 133
is_linear=0
shrinkage=0.161755


Tree=3296
num_leaves=18
num_cat=0
split_feature=131 131 483 2 43 1456 14 2 3 40 51 3 1213 16 16 402 34
split_gain=0.568774 0.703576 0.647435 0.789526 0.83187 0.698672 0.584836 0.514732 1.13277 0.616499 0.643314 0.502396 0.455322 0.42582 1.0404 0.30834 0.178789
threshold=0.093680000000000013 0.10424500000000002 0.085390000000000008 0.14253500000000002 -0.50360999999999989 0.085885000000000017 -1.0000000180025095e-35 -0.007134999999999999 -0.008624999999999999 -0.083709999999999993 -0.082264999999999991 -0.0031199999999999995 -0.025929999999999998 -0.06859999999999998 -0.006494999999999999 -0.041479999999999996 -0.069854999999999987
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 13 -6 8 16 -9 -11 -5 -3 -4 -15 -14 -8
right_child=1 12 5 11 6 -7 7 9 -10 10 -12 -13 15 14 -16 -17 -18
leaf_value=-0.014621130172660158 0.025227435621696118 0.020611101124762134 0.027069566205783904 0.0032802197576926083 0.019022576410087387 -0.0020308549192092208 0.013171127855194085 0.0238301334601175 -0.023087655122165145 -0.00091710323428521152 0.0070081468870142579 -0.018685778406797984 0.013062980842598045 -0.0056774040242446519 0.024942583431144187 -0.0026643670698188755 -0.00035251277537731674
leaf_weight=55 92 55 83 52 89 62 52 52 54 338 1582 62 53 53 70 94 54
leaf_count=55 92 55 83 52 89 62 52 52 54 338 1582 62 53 53 70 94 54
internal_value=0 0.0132591 0.00560582 0.0047424 0.00541401 0.0132992 0.00591095 0.00536278 -0.00363044 0.00609334 0.00561206 -0.00865075 0.0077995 0.0179216 0.0117343 0.00299406 0.00626511
internal_weight=0 294 2658 2390 2276 268 2221 2132 160 1972 1920 114 202 206 123 147 106
internal_count=2952 294 2658 2390 2276 268 2221 2132 160 1972 1920 114 202 206 123 147 106
is_linear=0
shrinkage=0.16499


Tree=3297
num_leaves=21
num_cat=0
split_feature=4 3 3 43 42 3 4 14 14 43 11 3 48 3 42 3 42 130 4 13
split_gain=52.0209 16.3797 7.02237 6.25836 4.47801 2.0788 4.85256 1.87697 1.77992 2.06495 1.83719 5.13444 1.55163 1.18842 1.08674 2.34387 1.03817 0.79447 0.594116 0.560504
threshold=0.31392000000000003 -0.06533499999999999 0.28833000000000003 -0.043814999999999993 -1.0000000180025095e-35 0.092005000000000017 -0.029404999999999997 -0.45687499999999998 0.073890000000000011 -0.22491499999999998 1.0000000180025095e-35 -0.10859999999999999 0.086410000000000015 -0.011629999999999998 0.086700000000000013 0.12955000000000003 -0.048604999999999988 -0.019164999999999998 -0.00076499999999999995 0.0083850000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 13 -7 -2 9 16 11 -11 -6 -5 15 -9 -1 -13 -15 -19
right_child=7 2 -4 5 12 6 -8 14 -10 10 -12 17 -14 18 -16 -17 -18 19 -20 -21
leaf_value=0.0020870050301710465 0.0011946538021153259 0.0020777089817631137 0.00058312258924842614 0.0018863865396624917 0.0013348374444870992 0.0022699011194509222 0.0011333012619209573 0.0010288929058954338 0.0027712263954499773 0.0012169034792145718 0.0026720776522770394 0.0025853675023970106 0.00069705198309264046 0.0021051798524372961 0.00026711544703565796 0.00021618833586426611 0.0014240287322494652 0.0022454843293857408 0.0025495670284637248 0.002003038251493278
leaf_weight=52 59 60 63 85 86 83 81 98 64 55 100 72 81 54 98 64 52 1441 89 115
leaf_count=52 59 60 63 85 86 83 81 98 64 55 100 72 81 54 98 64 52 1441 89 115
internal_value=0 0.00207393 0.00163354 0.00174039 0.00130392 0.00199305 0.00170875 0.000662806 0.00222786 0.00220941 0.00223585 0.00220991 0.0010257 0.00219739 0.000541982 0.000708042 0.00175586 0.00224343 0.002382 0.00222759
internal_weight=0 2633 682 619 227 392 164 319 1951 1887 1783 1683 167 228 260 162 104 1628 143 1556
internal_count=2952 2633 682 619 227 392 164 319 1951 1887 1783 1683 167 228 260 162 104 1628 143 1556
is_linear=0
shrinkage=0.0032998


Tree=3298
num_leaves=14
num_cat=0
split_feature=30 1443 131 131 1213 4 402 10 40 393 43 43 15
split_gain=0.531174 0.517276 0.461815 0.660237 0.572888 0.929817 0.913347 0.68473 0.670557 0.720115 0.651376 0.480552 0.319763
threshold=0.086220000000000019 0.087980000000000017 0.094300000000000009 0.11916500000000001 -0.080279999999999976 -0.082024999999999987 0.11135000000000002 -0.092019999999999977 1.0000000180025095e-35 0.083525000000000016 -0.0015099999999999998 -0.074874999999999983 0.081625000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 5 -1 7 -6 9 -9 -7 -4 -13
right_child=-2 -3 3 -5 6 10 -8 8 -10 -11 -12 12 -14
leaf_value=-0.014121939011621509 -0.0068501020812155693 -0.0083811241343753218 0.0091782284144749805 0.0017504945427158402 -0.0074532681385539026 0.015929675786979777 -0.012067940568724528 0.0079853806106059688 -0.0081212917593038586 0.020314815453867256 -0.0044623281540361309 0.033905285871303918 0.016928092176756816
leaf_weight=86 73 55 84 88 72 84 60 1975 61 127 74 54 59
leaf_count=86 73 55 84 88 72 84 60 1975 61 127 74 54 59
internal_value=0 0.00683643 0.00713341 0.0131921 0.00645266 -0.000846747 0.00722946 0.00774827 0.00825507 0.00873111 0.00636828 0.0182944 0.0250561
internal_weight=0 2879 2824 285 2539 244 2295 2235 2163 2102 158 197 113
internal_count=2952 2879 2824 285 2539 244 2295 2235 2163 2102 158 197 113
is_linear=0
shrinkage=0.158583


Tree=3299
num_leaves=16
num_cat=0
split_feature=2 9 3 123 13 14 3 52 12 12 0 40 3 0 40
split_gain=25.4316 12.5625 6.34311 3.76194 2.62418 2.34546 2.40097 4.60827 2.69253 1.86513 1.67495 1.62915 1.30207 0.736047 0.35967
threshold=0.13388500000000003 -1.0000000180025095e-35 0.110335 0.080635000000000012 -0.085349999999999995 0.05884000000000001 -0.10337499999999998 -0.22118499999999996 0.085155000000000022 0.093910000000000007 -0.13843999999999998 -1.0000000180025095e-35 0.28833000000000003 -0.053169999999999995 -0.081429999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -2 6 7 -3 -9 10 -8 -6 -4 -11 -5
right_child=4 2 12 14 11 -7 9 8 -10 13 -12 -13 -14 -15 -16
leaf_value=0.00053878185667413203 0.0002116041214914338 0.0023190931118704738 0.0014018035348990225 0.001472530866884664 0.00051626720882669579 0.0024337034606790485 0.0016207104854801186 0.00070886558771226051 0.0015683345647777549 0.0017976388391755078 0.0020186187267514266 0.0012478811483787838 0.00075061098559383145 0.0013999472182615164 0.0011082355362454011
leaf_weight=84 91 74 92 67 58 88 127 52 170 456 1349 78 53 58 55
leaf_count=84 91 74 92 67 58 88 127 52 170 456 1349 78 53 58 55
internal_value=0 0.00179566 0.00183562 0.00187462 0.000645836 0.00190369 0.00188328 0.00160527 0.00136718 0.00192461 0.00198441 0.000936128 0.00116402 0.00175283 0.00130859
internal_weight=0 2725 2641 2496 227 2374 2286 296 222 1990 1476 136 145 514 122
internal_count=2952 2725 2641 2496 227 2374 2286 296 222 1990 1476 136 145 514 122
is_linear=0
shrinkage=0.0032998


Tree=3300
num_leaves=21
num_cat=0
split_feature=1 3 123 2 15 2 2 16 2 11 1 131 2 3 2 1 42 157 3 3
split_gain=54.9373 12.2124 5.23844 4.67932 4.14242 3.66771 3.5574 3.25509 2.677 2.61998 3.48907 2.34668 2.25174 1.25876 1.35655 2.69766 1.51793 0.932484 0.767089 0.629829
threshold=0.10423500000000001 -0.049204999999999992 1.0000000180025095e-35 0.14253500000000002 -0.24211499999999997 0.123795 -1.0000000180025095e-35 -0.33811499999999994 0.10523 1.0000000180025095e-35 0.089825000000000002 0.090175000000000019 0.11891500000000001 0.10402500000000002 0.088820000000000024 0.086115000000000011 0.086700000000000013 -0.077664999999999998 -0.020049999999999995 -0.078484999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 6 -2 9 -3 -8 11 13 -11 -6 -9 14 16 17 18 -16 -1 -18
right_child=1 3 -4 -5 8 -7 7 12 -10 10 -12 -13 -14 -15 15 -17 19 -19 -20 -21
leaf_value=0.0026400325348694687 0.0011593447526075929 0.00071136222405237105 0.0017285356098875812 0.00043944669493872513 0.0029954857239797754 0.0017665986899903961 0.00091319919017778819 0.0020939691166017688 0.0017187703107317933 0.0033398427720629739 0.0022756324435722966 0.0020575493215579375 0.0012394663530254871 0.0019997705980818042 0.002084415958627326 0.0016877027694293465 0.0023394729099110718 0.0025051180295823537 0.0029533430584480539 0.0026278755628416101
leaf_weight=670 52 92 96 102 58 69 72 90 74 96 52 59 54 52 64 52 275 661 100 122
leaf_count=670 52 92 96 102 58 69 72 90 74 96 52 59 54 52 64 52 275 661 100 122
internal_value=0 0.00140015 0.00248433 0.00105256 0.00198648 0.0025171 0.00125549 0.00148708 0.00221148 0.00254124 0.00296617 0.00252281 0.00177378 0.00250972 0.00252334 0.00241585 0.00259487 0.00246803 0.00268077 0.00242819
internal_weight=0 653 2309 410 243 2213 308 216 191 2144 148 117 144 1996 1944 777 1167 725 770 397
internal_count=2962 653 2309 410 243 2213 308 216 191 2144 148 117 144 1996 1944 777 1167 725 770 397
is_linear=0
shrinkage=0.0032998


Tree=3301
num_leaves=16
num_cat=0
split_feature=4 11 2 52 16 3 4 48 481 403 484 48 4 1 1
split_gain=1.39859 1.34475 0.993415 0.861708 1.58887 0.795342 0.704765 0.635419 0.463263 0.460334 0.441659 0.432081 0.434823 0.303101 0.539061
threshold=0.31392000000000003 1.0000000180025095e-35 0.14253500000000002 -0.42058999999999996 -0.03614499999999999 0.12955000000000003 0.51544000000000012 0.10971000000000002 -0.084514999999999993 -0.53317999999999988 -0.085604999999999987 0.10184000000000001 -0.17568999999999999 0.12257000000000003 0.10877000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -3 -5 6 13 8 10 -10 -1 12 -11 14 -2
right_child=5 3 -4 4 -6 -7 -8 -9 9 11 -12 -13 -14 -15 -16
leaf_value=0.0098396024710628027 -0.0094948620050780974 0.00888921967684962 -0.0090305351049752951 0.011589609896295726 0.050351804518614707 -0.016143760143051494 0.017491473280773773 0.023421543611269132 -0.00309955857156547 0.019881125122603281 -0.010221451182966829 -0.0040237393385953802 0.0098967721693531858 -0.012041859837103115 0.013423720037533216
leaf_weight=56 53 68 80 54 62 77 67 88 74 127 64 57 1917 59 59
leaf_count=56 53 68 80 54 62 77 67 88 74 127 64 57 1917 59 59
internal_value=0 0.0100602 0.00904264 0.023672 0.0323225 -0.00156457 0.00314483 0.00965012 0.0091213 0.00967197 -0.000844948 0.0101226 0.010518 -0.00246607 0.00256259
internal_weight=0 2647 2463 184 116 315 238 2383 2295 2175 120 2101 2044 171 112
internal_count=2962 2647 2463 184 116 315 238 2383 2295 2175 120 2101 2044 171 112
is_linear=0
shrinkage=0.16499


Tree=3302
num_leaves=18
num_cat=0
split_feature=4 1 3 1 123 4 0 42 0 2 3 151 0 4 3 1 13
split_gain=37.1085 11.1785 8.23114 2.95045 2.88709 1.71622 4.45457 1.28724 1.28244 1.24924 2.22033 1.19192 1.08647 1.25738 1.0859 0.918791 0.896563
threshold=0.31392000000000003 0.10442000000000001 -0.036264999999999992 0.12257000000000003 1.0000000180025095e-35 -0.4950449999999999 0.035525000000000008 0.09087000000000002 -0.14920999999999998 0.11891500000000001 -0.004069999999999999 -0.063719999999999985 -0.12368999999999998 0.015030000000000002 -0.010434999999999998 0.085410000000000014 -0.11210999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 11 5 -1 8 -3 15 10 -4 -2 -10 -14 -5 -7 -16
right_child=3 2 9 14 -6 6 -8 -9 12 -11 -12 -13 13 -15 16 -17 -18
leaf_value=0.0024281485657118079 0.00067743229950359939 0.0021237562610041116 0.00061279428292676161 0.0007773764306974872 0.0014042701030386774 0.0025682500733465899 0.0011432791890477359 0.0015569943688383513 0.0015327976635467035 0.00052693373597891761 0.0015278385637276708 0.0012809006183896643 0.0020411303011202853 0.0017887716500143694 0.00050368846936994598 0.0020380223673671263 -8.9011509295602794e-05
leaf_weight=102 60 98 56 55 90 76 66 80 55 70 60 89 1573 252 56 69 55
leaf_count=102 60 98 56 55 90 76 66 80 55 70 60 89 1573 252 56 69 55
internal_value=0 0.00189916 0.00136182 0.000700899 0.00198482 0.00200863 0.00198815 0.00186923 0.00201567 0.000876036 0.0010864 0.00103813 0.00199247 0.0020063 0.000397992 0.00231618 0.000209691
internal_weight=0 2647 364 315 2283 2193 2091 178 2025 186 116 149 1880 1825 166 145 111
internal_count=2962 2647 364 315 2283 2193 2091 178 2025 186 116 149 1880 1825 166 145 111
is_linear=0
shrinkage=0.0032998


Tree=3303
num_leaves=23
num_cat=0
split_feature=4 11 0 0 51 4 11 0 0 52 0 4 52 4 0 0 51 1454 4 4 52 0
split_gain=29.2365 6.62842 5.90124 7.5203 5.51354 2.80398 2.70982 2.36698 2.61926 1.67668 1.73937 2.19256 1.60951 3.35207 2.43919 1.55398 1.40035 1.04126 0.853267 0.607009 0.610348 0.405692
threshold=0.31392000000000003 1.0000000180025095e-35 -0.10071499999999999 -0.068669999999999995 0.092520000000000005 0.078235000000000013 0.081565000000000012 -0.15445999999999996 -0.13619499999999998 0.056265000000000009 -0.016414999999999996 0.50944500000000004 -0.39173999999999992 -0.029404999999999997 -0.029849999999999998 -0.077294999999999989 -0.22763499999999998 0.080725000000000005 0.41552000000000006 0.022635000000000006 0.08709500000000002 -0.12368999999999998
decision_type=2 2 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 16 12 7 -3 -1 -9 10 11 18 -5 14 -14 -8 -4 19 -2 20 -18 -7
right_child=9 6 3 4 -6 21 15 8 -10 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.001768501480316388 0.00095951790337527531 0.0032144418919201586 0.0015910869244289681 0.0021863178105561501 0.00087325322055598867 0.0021445313656351843 0.0027760294557162735 0.00068128625300469914 0.0015756308210399987 0.0013869005363179013 0.00026654246806292228 0.0014045598648988948 0.0022795512823762659 0.0011521350426674166 0.0015980700838279119 0.0020360297261486065 0.0022268714582255097 0.0017343208356698783 0.00041037422166172096 0.0019093589185054135 0.002078009133611774 0.0017797873639866517
leaf_weight=86 60 54 53 96 82 56 52 81 64 67 53 71 105 89 127 78 902 67 64 102 465 88
leaf_count=86 60 54 53 96 82 56 52 81 64 67 53 71 105 89 127 78 902 67 64 102 465 88
internal_value=0 0.00198667 0.00194148 0.00200999 0.00165628 0.00155992 0.00259138 0.00133414 0.00107627 0.000923012 0.000797545 0.000941688 0.00181017 0.00169756 0.00190665 0.0023323 0.00212104 0.0021393 0.000676373 0.00215775 0.00217626 0.00192188
internal_weight=0 2647 2463 2088 499 375 184 231 145 315 248 195 417 321 232 130 1589 1536 124 1469 1367 144
internal_count=2962 2647 2463 2088 499 375 184 231 145 315 248 195 417 321 232 130 1589 1536 124 1469 1367 144
is_linear=0
shrinkage=0.0032998


Tree=3304
num_leaves=10
num_cat=0
split_feature=9 43 3 124 475 474 43 41 16
split_gain=1.19914 1.1162 0.947345 0.56341 0.498536 1.39792 0.5235 0.511973 0.616074
threshold=-1.0000000180025095e-35 -0.50914999999999988 0.31395500000000004 0.0049200000000000008 -0.086279999999999982 0.081755000000000008 0.32668500000000006 0.085175000000000015 -0.50790499999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 -6
right_child=1 2 -4 -5 6 -7 -8 -9 -10
leaf_value=-0.007938233187903123 0.033903292041734936 0.0056071406623539851 -0.0068815567451426234 -0.0058142915751828571 -0.0010470538112539928 0.038399652158812622 0.022090056383847621 0.024033430492005396 0.010265089736974469
leaf_weight=98 55 78 86 55 139 65 102 69 2215
leaf_count=98 55 78 86 55 139 65 102 69 2215
internal_value=0 0.0106121 0.0101554 0.0106942 0.0110351 0.0205251 0.010497 0.0100082 0.00959638
internal_weight=0 2864 2809 2723 2668 143 2525 2423 2354
internal_count=2962 2864 2809 2723 2668 143 2525 2423 2354
is_linear=0
shrinkage=0.16499


Tree=3305
num_leaves=13
num_cat=0
split_feature=31 123 4 14 11 16 151 124 2 4 483 42
split_gain=1.26305 0.772715 0.957397 1.83021 1.11044 2.01663 0.957966 0.710987 0.686323 0.657216 0.680734 0.438435
threshold=-0.019454999999999997 0.081180000000000016 0.51292000000000015 -0.13131999999999996 0.078340000000000007 0.3935300000000001 -0.22597499999999995 -0.082024999999999987 0.088005000000000014 -0.50139499999999992 0.058525000000000008 0.093765000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 8 -5 -3 -6 -8 -11 -9
right_child=1 7 -4 4 5 -7 9 11 -10 10 -12 -13
leaf_value=-0.013083719212082321 0.03397971694269801 -0.013144786199433905 -0.012110454457512304 -0.01108382374935806 -0.0051695179898725591 0.017903795903070382 0.025456674045905119 0.016326527540472754 -0.030783262408748749 0.0083082634043892024 0.017283738734826439 -0.0037196122230491661
leaf_weight=77 75 84 57 59 57 68 68 58 53 2005 249 56
leaf_count=77 75 84 57 59 57 68 68 58 53 2005 249 56
internal_value=0 0.00789929 0.00861698 0.00906618 0.00833533 -0.00398156 0.00925685 -0.00184607 -0.0175264 0.00977443 0.00930055 0.00646415
internal_weight=0 2889 2691 2634 2559 178 2381 198 110 2322 2254 114
internal_count=2966 2889 2691 2634 2559 178 2381 198 110 2322 2254 114
is_linear=0
shrinkage=0.161755


Tree=3306
num_leaves=17
num_cat=0
split_feature=1 34 1 13 14 40 481 34 51 1210 150 42 13 42 42 52
split_gain=0.76559 1.34292 0.947074 1.10997 0.824974 0.895975 0.743421 0.711351 0.692554 0.78592 0.832633 0.807471 0.664878 0.581121 0.559052 0.368513
threshold=0.12313000000000002 -0.023104999999999997 0.13535500000000003 -0.099244999999999986 -0.13131999999999996 -0.083574999999999997 -0.065834999999999991 -1.0000000180025095e-35 -0.085764999999999994 -0.0061249999999999994 0.12167500000000002 0.088485000000000022 -0.078579999999999983 0.087970000000000007 0.084575000000000025 -0.45635499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 -6 13 -8 12 11 -11 -10 -9 14 -7 -14
right_child=1 2 3 -5 5 6 7 8 9 10 -12 -13 15 -15 -16 -17
leaf_value=0.024802302770640168 -0.025807414951016027 -0.010228980071102128 -0.0031327446011605205 0.024872882572321835 -0.010112352677704349 0.013506318256170132 0.023943408079033179 0.028461266009539826 0.006064571668112498 0.0029271816667157443 0.023382915626012385 0.02720320854292254 0.017965229743388364 0.0072974865251712014 0.037113931618660924 0.0044915259466356888
leaf_weight=70 52 88 75 79 84 57 61 62 126 1684 56 81 86 96 53 156
leaf_count=70 52 88 75 79 84 57 61 62 126 1684 56 81 86 96 53 156
internal_value=0 -0.00174794 0.00341458 0.0112223 0.00711791 0.00664148 0.00720108 0.00635362 0.00587617 0.00473123 0.00358654 0.0143447 0.0132033 0.0167038 0.0248969 0.00928698
internal_weight=0 294 242 154 2672 2602 2518 2312 2251 1947 1740 207 304 206 110 242
internal_count=2966 294 242 154 2672 2602 2518 2312 2251 1947 1740 207 304 206 110 242
is_linear=0
shrinkage=0.16499


Tree=3307
num_leaves=21
num_cat=0
split_feature=3 16 150 3 160 124 2 2 156 16 158 2 16 1 2 1429 402 1213 42 2
split_gain=0.833781 0.658152 0.837627 1.32197 0.653195 0.582717 0.733953 0.688635 0.542531 0.60053 0.52146 0.496785 0.853154 1.22418 0.469521 0.421026 0.403788 0.782637 0.283225 0.300925
threshold=0.31395500000000004 -0.54752499999999993 0.082965000000000025 -0.088484999999999994 -0.082244999999999985 -0.078224999999999989 0.08647500000000001 0.096780000000000019 0.084055000000000005 -0.0050499999999999989 -0.45783499999999994 0.087815000000000018 0.0071000000000000013 0.10123500000000001 0.14415000000000003 -1.0000000180025095e-35 0.11288500000000001 0.11256000000000001 0.089720000000000008 0.084045000000000022
decision_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 8 -5 -7 -8 9 18 -6 16 13 -13 -2 -14 17 -12 19 -3
right_child=14 2 3 5 10 6 7 -9 -10 -11 11 12 15 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.023663667558646184 -0.019278545547347849 0.026217418669010055 -0.025708263688666137 -0.011501984161294453 -0.010339417868015391 0.022029903247114874 -0.0079782651396402404 0.013162087558856396 0.02477347079359591 -0.002381569335147641 0.0085781434017171108 0.0024928683364585707 -0.0036841395762631118 -0.016684481515338866 0.001737024076769204 0.010870911603293473 0.021140746328108018 -0.011015371686817826 0.0045684531482017609 0.012393795247752595
leaf_weight=52 55 54 53 64 56 56 99 68 71 88 815 488 61 106 56 346 59 57 83 179
leaf_count=52 55 54 53 64 56 56 99 68 71 88 815 488 61 106 56 346 59 57 83 179
internal_value=0 0.00562279 0.00528749 -0.00223476 0.00632658 0.00209406 0.0060038 0.000619443 0.0117183 0.0094197 0.00503745 0.00548405 0.00297986 -0.000926445 -0.00866054 0.0086852 0.00817467 0.00729539 0.0127116 0.015605
internal_weight=0 2855 2803 340 2463 287 223 167 475 404 1988 1932 1001 594 111 407 931 872 316 233
internal_count=2966 2855 2803 340 2463 287 223 167 475 404 1988 1932 1001 594 111 407 931 872 316 233
is_linear=0
shrinkage=0.161755


Tree=3308
num_leaves=27
num_cat=0
split_feature=16 9 0 0 11 0 10 151 16 0 133 50 0 1429 50 157 0 47 130 0 133 133 133 403 0 130
split_gain=23.8042 14.9278 8.50846 8.44872 9.72614 5.33533 4.91674 3.28466 3.24193 3.40049 3.03438 2.6313 2.27668 1.96198 1.55314 1.67528 1.22761 1.00048 0.973905 0.853465 0.753667 0.697208 0.513258 0.388217 0.188616 0.169252
threshold=-0.18817999999999999 -1.0000000180025095e-35 -0.076589999999999978 -0.10071499999999999 1.0000000180025095e-35 -0.15445999999999996 -0.0093599999999999985 -1.0000000180025095e-35 -0.54752499999999993 -0.16199999999999995 -1.0000000180025095e-35 0.12454000000000001 -0.11073999999999999 -0.0074799999999999997 0.083800000000000013 -0.073359999999999995 -0.14015999999999998 0.096850000000000006 0.087395000000000014 -0.071379999999999985 0.086635000000000004 0.09117500000000002 -0.23060499999999998 -0.043349999999999993 -0.12259499999999998 0.10820000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 -3 -1 -4 -8 -10 -7 13 24 -9 15 -15 -12 18 21 -16 -14 22 -5 -23 -11 -20
right_child=1 2 7 17 -6 10 8 11 9 12 16 -13 20 14 19 -17 -18 -19 25 -21 -22 23 -24 -25 -26 -27
leaf_value=0.00044608829824121333 0.00054443135844373005 0.0023004235427897353 0.0012791943773248539 0.0022833596318042183 0.003103547312572836 0.0019520721089299697 0.0022778437554281613 0.0026062288215000797 0.00079292703162535882 0.0017966341497258702 0.0013207549587179585 0.0013213219344089591 0.0011063187202139761 0.0013879607167071486 0.002056784452744256 0.0020165449183429944 0.0006506449528858976 0.0021653026021480758 0.0021861864167134711 0.002629040945210972 0.0015910275277123199 0.0025290058101077153 0.0026204284391797882 0.0022224022426642611 0.0020691734949757636 0.0024293037934318522
leaf_weight=53 57 86 68 54 60 53 53 73 78 68 63 52 88 52 52 441 57 90 94 65 59 94 858 93 52 53
leaf_count=53 57 86 68 54 60 53 53 73 78 68 63 52 88 52 52 441 57 90 94 65 59 94 858 93 52 53
internal_value=0 0.00221469 0.0022534 0.00238874 0.00190578 0.00162817 0.00139118 0.00197443 0.00151695 0.00139995 0.00129378 0.00203871 0.00157716 0.00209327 0.00203183 0.00195032 0.00100275 0.00250403 0.00252847 0.00237501 0.0013011 0.00256246 0.00260051 0.00237671 0.00191503 0.00227408
internal_weight=0 2515 2458 1655 319 259 451 803 398 345 173 735 267 683 610 493 120 1336 1246 117 147 1099 912 187 120 147
internal_count=2966 2515 2458 1655 319 259 451 803 398 345 173 735 267 683 610 493 120 1336 1246 117 147 1099 912 187 120 147
is_linear=0
shrinkage=0.0032998


Tree=3309
num_leaves=31
num_cat=0
split_feature=1 1 12 12 1 34 16 12 150 1 52 52 3 156 42 48 1447 42 1 1 47 4 3 3 4 16 12 16 52 16
split_gain=40.7033 9.07792 5.46263 3.16349 2.02791 1.80025 2.30911 1.58517 1.5463 2.3149 1.39091 1.31146 1.24802 1.14637 0.810746 0.792937 1.07807 0.912077 0.834431 0.673496 0.657214 0.625153 0.554828 0.535435 0.365012 0.363243 0.823206 0.750291 0.53415 0.336369
threshold=0.10509 0.12313000000000002 0.085075000000000026 0.056995000000000011 0.095920000000000019 -0.023104999999999997 0.062500000000000014 0.096535000000000024 0.084380000000000024 1.0000000180025095e-35 -0.072144999999999987 -0.080219999999999986 0.12745000000000004 0.050840000000000003 -0.095444999999999988 0.091545000000000015 -0.079709999999999989 0.088305000000000008 0.090740000000000015 0.14114500000000005 0.085385000000000016 0.053330000000000009 -0.078884999999999997 -0.0048549999999999991 -0.0017949999999999999 -0.073554999999999995 0.11549500000000001 -0.087969999999999979 0.057445000000000003 -0.45743999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 8 -3 12 15 9 -1 -4 -2 -7 -11 -9 16 17 -5 21 -14 -17 24 -20 -13 -18 27 28 -16 -27 -23
right_child=1 5 10 7 -6 6 -8 14 -10 13 -12 23 19 -15 25 20 18 -19 22 -21 -22 29 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0017222295991579973 0.00077657912295821176 0.0002272018042647153 0.0024266193198911401 0.0027195487472968047 0.0014459467502273104 0.00036167433248181479 0.0014373207503957971 0.00237530352792935 0.0015012000190834467 0.0027025130972780707 0.0017797868927179679 0.0011251024017653582 0.0012021457207197529 0.0020969447193367866 0.0019008216399495337 0.0017299095895791277 0.002280881797969652 0.0021946506790672862 0.001842517102521394 0.00067829889454149484 0.002227886859896533 0.0022290081115158237 0.0022430279225528482 0.0015431538324996545 0.0025003976696620551 0.0021599319726509063 0.0015136016345495343 0.0024091256648184449 0.0017848000990861119 0.001853301336260852
leaf_weight=92 55 52 62 103 92 69 65 62 53 69 89 56 52 69 82 56 891 57 89 56 62 52 68 86 95 94 52 53 77 56
leaf_count=92 55 52 62 103 92 69 65 62 53 69 89 56 52 69 82 56 891 57 89 56 62 52 68 86 95 94 52 53 77 56
internal_value=0 0.00121229 0.00157305 0.00215108 0.0018729 0.000785147 0.00090489 0.00220459 0.00201158 0.00212904 0.00204561 0.00121066 0.000709166 0.00239998 0.00202421 0.00225411 0.00227602 0.00253277 0.00224315 0.000930848 0.00199186 0.00227569 0.00201621 0.00137854 0.00230207 0.0019633 0.00188 0.00210064 0.00199122 0.00203452
internal_weight=0 642 348 2324 375 294 242 1949 283 230 151 197 177 138 420 1529 1411 160 1251 108 118 1094 157 142 986 358 223 135 171 108
internal_count=2966 642 348 2324 375 294 242 1949 283 230 151 197 177 138 420 1529 1411 160 1251 108 118 1094 157 142 986 358 223 135 171 108
is_linear=0
shrinkage=0.0032998


Tree=3310
num_leaves=24
num_cat=0
split_feature=15 3 48 16 49 49 0 15 15 0 0 48 12 12 16 12 2 12 15 403 1213 1 403
split_gain=0.757412 0.983328 0.945137 0.988143 1.02964 0.871246 1.11609 0.920489 0.860794 2.54431 0.970178 0.780779 0.768588 0.671455 0.59399 0.988931 0.517356 0.374144 0.529579 0.624588 0.365533 0.319743 0.298813
threshold=0.025430000000000005 -0.15288999999999997 0.12450000000000001 -0.5103049999999999 -0.042254999999999994 -0.081324999999999995 -0.14680499999999999 -0.088819999999999982 -1.0000000180025095e-35 0.0088250000000000012 0.019150000000000004 0.078735000000000013 -0.081654999999999991 0.095565000000000011 -0.15105999999999997 0.084565000000000015 0.083970000000000017 0.085965000000000014 0.087885000000000019 -0.0083299999999999989 0.030480000000000004 0.096770000000000009 -0.011404999999999998
decision_type=2 2 2 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 11 -5 10 -10 12 -7 -8 -11 -3 16 -16 -17 19 20 -19 22 -20
right_child=1 14 -4 5 -6 6 8 -9 9 13 -12 -13 -14 -15 15 17 -18 18 21 -21 -22 -23 -24
leaf_value=0.0048864235009810492 0.033887410139112492 -0.0033058220512251968 -0.012007043388091467 0.031611172920442798 0.036248923465038933 -0.021199899510876835 0.023078572689341215 0.0056922166475073298 -0.023426391722257928 0.018055139138353764 -0.012887443661719029 0.0032524897509713002 0.0079179965530598567 -0.0048113217835314536 0.036006860054928452 -0.00027123335425954971 0.015717516680995532 0.0033248532588116015 0.011241984089873563 0.030549203742556832 0.02137180529774562 0.020492818836960292 0.0030996925898146245
leaf_weight=53 52 77 74 71 62 72 101 79 97 106 56 70 937 52 61 93 79 71 229 71 54 52 266
leaf_count=53 52 77 74 71 62 72 101 79 97 106 56 70 937 52 61 93 79 71 229 71 54 52 266
internal_value=0 0.0117237 0.00624944 0.00701979 0.0218102 0.00598222 0.00477479 0.0179723 0.00624013 -0.00238707 0.00825265 -0.0091335 0.00939486 0.0105183 0.0106276 0.0117286 0.0245705 0.00957598 0.0108109 0.0181768 0.0111352 0.00816834 0.00687009
internal_weight=0 1105 1830 1756 115 1641 1491 150 1349 255 1094 142 1038 158 1053 976 140 836 743 196 125 547 495
internal_count=2935 1105 1830 1756 115 1641 1491 150 1349 255 1094 142 1038 158 1053 976 140 836 743 196 125 547 495
is_linear=0
shrinkage=0.16499


Tree=3311
num_leaves=25
num_cat=0
split_feature=52 1 1 15 3 15 3 39 15 16 4 4 3 1 3 3 9 16 1 16 1213 16 15 15
split_gain=0.581086 0.607447 0.648658 0.722138 0.726591 0.517749 1.01495 0.70527 0.675363 1.43245 0.626958 0.545636 0.46199 0.618218 1.09463 0.579721 0.445811 0.575727 0.651888 0.418703 0.41747 0.346719 0.314036 0.305746
threshold=0.13759500000000005 0.11156000000000001 0.084885000000000002 -0.080724999999999977 -0.08212499999999999 0.015700000000000002 -0.12077499999999998 -1.0000000180025095e-35 -0.0070899999999999991 0.066010000000000013 -0.4950449999999999 -0.051789999999999996 -0.015169999999999998 0.090355000000000005 -0.07934999999999999 -0.073614999999999986 -0.0083399999999999985 -0.54150999999999994 0.098395000000000024 -0.04040499999999999 0.030480000000000004 -0.015214999999999998 0.11129500000000002 0.085915000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 7 -7 -1 11 -10 -11 -9 13 15 -15 20 -13 -18 -19 -4 21 -8 -6 -22
right_child=1 -3 19 4 22 6 12 8 9 10 -12 16 -14 14 -16 -17 17 18 -20 -21 23 -23 -24 -25
leaf_value=0.023239664165559587 0.013977258645251586 -0.014786832507339396 0.003552734870836672 -0.022608132685040146 -0.0083051643719739849 0.029831432563494548 0.010685658053125113 0.022448121923562037 -0.017851496957940114 0.016066516177581459 -0.0063110644300547886 0.019583854832450689 0.021379897972848474 -0.018360717150787822 0.012293746365807783 -0.0058074585942806808 0.021803359961731782 0.0073729829866353873 -0.0010886702561622361 0.024247968358765644 0.0084370053828876929 -0.0033429796469468991 0.0097387567713831218 0.023920524532537058
leaf_weight=62 60 57 52 55 52 71 416 58 100 92 54 63 79 61 66 57 55 729 375 55 52 54 53 107
leaf_count=62 60 57 52 55 52 71 416 58 100 92 54 63 79 61 66 57 55 729 375 55 52 54 53 107
internal_value=0 0.000924492 0.00366855 -0.00144893 -0.00724476 0.00781411 0.0108347 0.00598121 0.00527886 -0.00263345 0.00777781 0.00680089 0.0093207 0.00814673 -0.00241618 0.0101048 0.00605678 0.00531996 0.00449718 0.0142069 0.0115496 0.00907011 0.000785945 0.0188678
internal_weight=0 384 327 220 160 2551 963 1588 1526 246 146 1280 892 813 127 686 1222 1159 1104 107 629 470 105 159
internal_count=2935 384 327 220 160 2551 963 1588 1526 246 146 1280 892 813 127 686 1222 1159 1104 107 629 470 105 159
is_linear=0
shrinkage=0.16499


Tree=3312
num_leaves=11
num_cat=0
split_feature=128 40 130 51 51 43 43 4 14 15
split_gain=0.581008 0.732993 0.625974 0.515879 0.682271 0.638482 0.931383 0.715501 0.529461 0.344945
threshold=0.11362500000000002 0.053385000000000009 0.11902500000000002 0.12162000000000002 0.14431500000000003 -0.23933499999999996 -0.15802999999999998 -0.50946499999999995 -0.13131999999999996 0.043560000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 9 -7 -8 -9 -1
right_child=-2 -3 -4 4 -6 6 7 8 -10 -11
leaf_value=0.0094985766222587063 0.021676173399092828 -0.01179460313509644 -0.011533003468195181 -0.016910425317767049 0.0053470587556861751 -0.015424418593899616 0.02436377820223978 0.017916660057872652 0.0055185875793442576 0.025917149138017272
leaf_weight=70 58 64 54 58 95 52 57 94 2268 65
leaf_count=70 58 64 54 58 95 52 57 94 2268 65
internal_value=0 0.00531378 0.00570364 0.00604163 -0.00307913 0.00657778 0.00598491 0.00644585 0.00601272 0.0174166
internal_weight=0 2877 2813 2759 153 2606 2471 2419 2362 135
internal_count=2935 2877 2813 2759 153 2606 2471 2419 2362 135
is_linear=0
shrinkage=0.161755


Tree=3313
num_leaves=31
num_cat=0
split_feature=49 1 1 1 2 52 51 150 0 43 2 2 43 51 52 2 43 1 43 484 474 49 0 160 52 132 0 43 0 0
split_gain=0.531611 1.22911 1.40169 0.538043 0.895582 1.36866 0.979281 0.985425 1.34077 0.848877 0.730885 0.684195 0.612703 0.605527 0.464336 0.436343 0.537981 0.421106 0.420596 0.304044 0.461359 0.435413 0.372635 0.31401 0.589487 0.333425 0.282097 0.258707 0.212547 0.176249
threshold=-0.081324999999999995 0.10921500000000002 0.081720000000000015 0.077375000000000013 1.0000000180025095e-35 0.0049050000000000005 -0.14644999999999997 0.11247500000000001 -0.036459999999999992 -0.037954999999999996 0.11978500000000002 0.11426500000000002 -0.069134999999999988 0.12162000000000002 -0.54643499999999989 -0.085784999999999986 -0.0058299999999999992 0.098235000000000017 0.0034500000000000004 0.087520000000000014 0.085925000000000015 0.0041800000000000006 -0.11262999999999999 -0.014565 -0.010655 0.0038750000000000004 -0.048199999999999993 -0.081314999999999985 -0.079249999999999987 -0.074309999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 13 9 6 -6 8 10 12 -8 -7 17 19 -10 -11 -17 27 -18 20 22 -21 -2 24 -24 -25 29 -5 -20 -19
right_child=3 -3 -4 4 5 11 7 -9 14 15 -12 -13 -14 -15 -16 16 18 26 28 21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0031771541243831888 0.018649471887252418 -0.0075746911901185803 0.032604475986078053 -0.0086666298796696795 -0.019705965569176219 -0.028922017593934916 -0.013017548521260863 0.024471670636796616 0.0053433029956708412 0.024664454999050237 0.0049475008309661323 -0.0061751046110463791 -0.015265239439578767 -0.010648808046304718 0.026358003254587238 0.022245870606300247 -0.008052363895755121 0.011093435271594796 0.016933716161755021 0.025574579261184047 -0.0059634126739394515 0.0056811630987859485 0.022540676764114739 0.0036842675262948751 0.005363928211149175 0.013867275184950597 0.019354138121657382 0.0058115175748159565 0.0023027744063312114 -0.0023421627234401937
leaf_weight=81 71 63 97 86 53 68 151 56 58 64 104 77 56 55 57 62 52 54 57 56 79 65 86 768 149 99 52 55 52 52
leaf_count=81 71 63 97 86 53 68 151 56 58 64 104 77 56 55 57 62 52 54 57 56 79 65 86 768 149 99 52 55 52 52
internal_value=0 0.0122107 0.0192233 0.0041178 0.00163956 -0.00280964 0.00143834 0.00407311 0.000980999 0.00596675 -0.00568372 -0.0168548 0.000567202 0.00631367 0.0157746 0.0126395 0.00918049 0.00353837 0.00413816 0.00699444 0.00622874 0.0149026 0.00705137 0.00630253 0.0116574 0.00484906 0.00939031 -0.00300663 0.00996998 0.00448577
internal_weight=0 241 178 2694 1266 624 479 426 370 642 255 145 355 1428 115 287 223 299 161 1373 1252 121 1173 1102 235 867 158 141 109 106
internal_count=2935 241 178 2694 1266 624 479 426 370 642 255 145 355 1428 115 287 223 299 161 1373 1252 121 1173 1102 235 867 158 141 109 106
is_linear=0
shrinkage=0.16499


Tree=3314
num_leaves=29
num_cat=0
split_feature=4 12 4 15 3 42 3 13 13 42 4 133 13 402 156 133 133 13 42 12 133 49 4 3 16 12 402 12
split_gain=24.7016 9.11207 4.05433 4.36462 3.54629 2.20629 1.94387 1.82514 1.33466 2.56113 1.07141 0.985461 0.869757 0.809063 0.769898 0.768978 0.982927 1.37123 0.748036 0.724718 0.558677 0.539608 1.05315 0.519779 0.321792 0.308766 0.204621 0.184867
threshold=0.31392000000000003 0.056995000000000011 -0.17568999999999999 -0.14803999999999998 0.11391500000000002 0.11382000000000002 -0.012504999999999997 0.00029500000000000007 -0.36115499999999995 0.086700000000000013 -0.082199999999999981 0.15242000000000003 -0.088554999999999981 0.095250000000000015 0.10079000000000002 -0.010024999999999997 0.077945 -0.088484999999999994 0.084495000000000015 0.097955000000000014 0.087455000000000019 -0.073139999999999983 -9.4999999999999992e-05 -0.081224999999999978 0.24100000000000002 0.088535000000000016 0.086700000000000013 0.096265000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 24 -4 6 10 -5 8 -2 -10 12 -7 -3 18 15 23 17 -17 19 -14 -18 -8 -23 26 -1 -25 -12 -13
right_child=7 5 3 4 -6 11 21 -9 9 -11 14 27 13 -15 -16 16 20 -19 -20 -21 -22 22 -24 25 -26 -27 -28 -29
leaf_value=0.0020341492640365208 0.00040295891411059665 0.0023489616030836894 0.0020467057262708636 0.00083573320896677841 0.00043071477686525101 0.001150711079871932 0.0016608501695381623 0.00024598282466406024 0.0013502425009242643 0.00060037700700123469 0.0019890191262734933 0.001505677137305239 0.0019979035009642853 0.0022916136088965691 0.0014477300559097969 0.0011354389951967882 0.0020145503596271826 0.0017077115102701412 0.0014927864787240422 0.0015954248939581716 0.0017781064935315091 0.00093451737502961072 0.0015052521775586586 0.0020485936433284209 0.001685595762145382 0.0017660850992220617 0.0022502302065643318 0.0017829614259530461
leaf_weight=63 55 59 56 99 78 71 61 67 102 97 92 53 264 56 69 53 160 345 52 61 364 57 94 58 57 178 56 58
leaf_count=63 55 59 56 99 78 71 61 67 102 97 92 53 264 56 69 53 160 345 52 61 364 57 94 58 57 178 56 58
internal_value=0 0.00170134 0.00133009 0.00118471 0.00106053 0.00180369 0.00121838 0.000731186 0.000859033 0.000984907 0.00183757 0.00145595 0.00197043 0.00191877 0.00179001 0.00180806 0.00175597 0.00163159 0.0018633 0.00192247 0.00185037 0.0013969 0.00129004 0.00193305 0.00186888 0.00183566 0.00208809 0.00165088
internal_weight=0 2614 565 445 389 2049 311 321 254 199 1867 182 492 433 1375 1306 922 398 377 325 524 212 151 384 120 236 148 111
internal_count=2935 2614 565 445 389 2049 311 321 254 199 1867 182 492 433 1375 1306 922 398 377 325 524 212 151 384 120 236 148 111
is_linear=0
shrinkage=0.0032998


Tree=3315
num_leaves=19
num_cat=0
split_feature=1 48 482 150 14 1447 1447 12 11 151 47 1 16 16 12 47 12 16
split_gain=1.37422 0.734698 0.725743 0.917167 0.910724 0.651792 0.880598 0.632561 0.835872 0.545628 0.473798 0.540487 0.470937 1.42098 0.582143 0.307328 0.289021 0.250827
threshold=0.10264000000000002 -0.068459999999999979 0.091725000000000015 0.099490000000000009 -0.31893999999999995 -0.086009999999999989 -0.064864999999999992 0.11619500000000001 0.078065000000000009 0.0048400000000000014 0.095010000000000011 0.090485000000000024 0.0097750000000000007 -0.031234999999999999 -0.085124999999999992 0.10664500000000002 0.093815000000000023 -0.015214999999999998
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 -3 -1 17 8 9 10 11 -8 13 14 -6 -12 -14 -7
right_child=1 2 -4 -5 12 6 7 -9 -10 -11 15 -13 16 -15 -16 -17 -18 -19
leaf_value=-0.0067679998655961636 0.016349603017479591 -0.022444872318525207 0.014709355183437998 -0.022747833029211469 0.012313780252707395 0.013505665131525714 0.0062212716158181565 -0.0075091789978276756 0.022461873589571767 -0.0058042031607833978 -0.010302552097696245 0.014369334330363278 0.01437411554301345 -0.026589632860759726 -0.0039288136132062416 0.0059574341588845489 0.00083808203683130111 0.028084351065151978
leaf_weight=90 53 52 53 63 80 66 1411 81 82 92 65 240 69 57 181 53 94 55
leaf_count=90 53 52 53 63 80 66 1411 81 82 92 65 240 69 57 181 53 94 55
internal_value=0 -0.00159796 -0.00306623 -0.00464979 -0.00250745 0.00644347 0.00699859 0.00621175 0.00678462 0.00609293 0.00671262 0.00740675 -0.000348529 -0.00390447 0.00104327 -0.00298499 0.00657845 0.0201463
internal_weight=0 702 649 596 533 2235 2145 2024 1943 1861 1769 1651 481 318 261 118 163 121
internal_count=2937 702 649 596 533 2235 2145 2024 1943 1861 1769 1651 481 318 261 118 163 121
is_linear=0
shrinkage=0.158583


Tree=3316
num_leaves=26
num_cat=0
split_feature=1 52 47 1 150 1 0 160 12 11 12 4 4 484 0 0 52 51 4 4 130 402 52 2 2
split_gain=62.4618 15.1493 7.46413 4.41539 3.88714 5.62072 2.59974 2.54659 2.4642 2.26773 1.85259 1.79952 1.75344 1.19675 1.16011 1.05936 1.19996 0.90435 1.78573 0.835467 0.722499 0.763136 0.455194 0.463711 0.291941
threshold=0.10264000000000002 -0.41694999999999993 0.07813500000000001 0.14996500000000004 0.083680000000000018 0.086005000000000012 -0.10726999999999999 -0.075199999999999975 0.10011000000000002 1.0000000180025095e-35 0.086085000000000009 0.0060300000000000015 0.061295000000000009 -0.0042999999999999991 0.055865000000000005 -0.090729999999999991 0.037045000000000002 0.080840000000000009 0.2623950000000001 -0.069819999999999979 0.09858500000000002 0.012085000000000002 0.11422000000000002 0.10179000000000001 0.088495000000000004
decision_type=2 2 2 2 2 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 24 -7 -3 9 11 17 14 -4 -13 20 16 -15 18 -9 -10 21 -1 23 -21 -6
right_child=1 2 12 -5 5 6 -8 10 19 -11 -12 13 -14 15 -16 -17 -18 -19 -20 22 -22 -23 -24 -25 -26
leaf_value=0.0021104323926111005 0.002170395573317717 0.0010664055779752346 0.0016995644646522364 -0.00039672522257290976 0.0022609436551861623 0.00054887782227682163 0.0015887542229650027 -0.00027773481458416354 0.0015116408062009216 0.0026059030564933019 0.00093200249854665993 0.0022597827605681515 0.0010162559924188042 0.0016107065964667529 0.0016669325613491094 0.0013185173658231124 0.0022404788635273522 0.00067041786263976016 0.00044221635383699177 0.0020223055573177361 0.0025085929884024008 0.0023355443514705282 0.0021578842561131178 0.0016282388381844975 0.001929941245172191
leaf_weight=1065 90 102 73 53 65 53 52 58 83 102 69 57 94 82 54 54 56 57 106 60 64 198 58 75 57
leaf_count=1065 90 102 73 53 65 53 52 58 83 102 69 57 94 82 54 54 56 57 106 60 64 198 58 75 57
internal_value=0 0.000906137 0.000720159 0.000496788 0.00203458 0.00162458 0.0010642 0.000617684 0.00208091 0.00212716 0.000459736 0.00209719 0.00131516 0.00183798 0.00214389 0.00171258 0.00186652 0.000312127 0.000187385 0.00179053 0.00216328 0.00214575 0.00191028 0.00180364 0.00210658
internal_weight=0 702 612 445 2235 227 105 392 2008 1732 290 1630 167 249 1381 192 138 221 164 276 1327 1263 193 135 122
internal_count=2937 702 612 445 2235 227 105 392 2008 1732 290 1630 167 249 1381 192 138 221 164 276 1327 1263 193 135 122
is_linear=0
shrinkage=0.0032998


Tree=3317
num_leaves=26
num_cat=0
split_feature=1 4 376 12 12 4 448 1 4 12 13 12 52 402 12 52 52 12 12 133 1 13 1 52 13
split_gain=1.28496 0.763749 0.77801 0.770426 0.682922 1.42599 0.670085 0.615021 1.48365 1.3042 0.876811 0.823973 1.82233 0.740945 0.775182 0.647756 0.600443 0.465203 0.678138 0.459996 0.340451 0.217733 0.182733 0.162143 0.132914
threshold=0.15028500000000003 0.0054350000000000015 0.081270000000000023 -0.060304999999999991 0.056995000000000011 0.074650000000000008 -0.076874999999999985 0.092845000000000025 -0.15615999999999999 -0.0066799999999999993 -0.0023899999999999993 0.093315000000000023 -0.063199999999999992 0.088340000000000016 0.084645000000000012 -0.23682999999999996 -0.22118499999999996 0.099260000000000015 0.092395000000000019 -0.08799499999999999 0.07665000000000001 -0.06724999999999999 0.11230000000000001 -0.085519999999999985 -0.079804999999999987
decision_type=2 2 2 2 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 24 5 -5 -1 9 15 -8 17 12 23 14 -12 -9 -6 18 -11 -18 -21 -13 -7 -10 -3
right_child=-2 2 -4 4 16 22 7 8 11 10 13 21 -14 -15 -16 -17 19 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.02495195626206306 -0.019197810494189227 0.0097714938418514766 -0.017181099812763192 -0.031354417679405146 0.019697618294269033 0.0077170989886070707 0.034045413431803319 0.0067394564434658513 -0.0071774496042284058 0.0092713913392840821 -0.013903223872921691 0.01266191618245517 -0.036116055619058035 0.019748894907825193 0.0033050207415642454 0.031221366365899336 0.013800655823155877 -0.0026235390706277205 0.021603976994914811 0.0038900637042641084 -0.0078940981324240357 -0.0011542402150586696 -0.0045969681115454412 0.0051731140652121668 0.020932949622832899
leaf_weight=61 59 65 59 53 61 64 55 75 54 909 105 62 60 52 252 52 70 76 147 153 127 67 73 68 58
leaf_count=61 59 65 59 53 61 64 55 75 54 909 105 62 60 52 252 52 70 76 147 153 127 67 73 68 58
internal_value=0 0.00588452 0.00139736 0.00291383 0.000427224 -0.00791299 0.00756072 0.00703827 0.00144726 0.00857152 0.00766117 -0.0048073 -0.0121032 0.00097792 -0.0017512 0.0167777 0.00428717 0.0100743 0.0109898 0.00159621 -0.00144848 0.00547216 0.00114248 -0.000278803 0.0150492
internal_weight=0 2878 783 724 601 190 2095 2034 438 1596 1541 311 182 409 357 127 411 1132 1056 350 280 129 137 122 123
internal_count=2937 2878 783 724 601 190 2095 2034 438 1596 1541 311 182 409 357 127 411 1132 1056 350 280 129 137 122 123
is_linear=0
shrinkage=0.16829


Tree=3318
num_leaves=28
num_cat=0
split_feature=12 12 150 13 12 52 13 52 52 39 48 11 52 13 133 13 50 133 1375 150 52 13 124 156 151 42 130
split_gain=24.3354 8.3842 4.07182 3.76613 3.12851 2.85172 2.69854 2.42199 2.66145 1.75809 1.63468 1.41179 1.1343 2.47535 1.13125 0.86167 0.817366 0.955896 0.808999 0.8969 0.684011 0.666496 0.578551 0.542252 0.375879 0.274982 0.197411
threshold=0.056995000000000011 0.13936000000000001 0.094545000000000018 -0.0012399999999999998 0.095330000000000012 1.0000000180025095e-35 0.05889500000000001 -0.013914999999999999 0.090885000000000007 0.055555000000000007 0.090350000000000014 1.0000000180025095e-35 0.076585000000000014 -0.074349999999999986 0.087455000000000019 -0.082974999999999979 1.0000000180025095e-35 0.099765000000000006 -0.077354999999999993 0.082085000000000019 -0.22711499999999998 -0.092844999999999997 -0.083034999999999984 0.091235000000000024 -0.063719999999999985 0.079890000000000017 0.099045000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 10 9 7 23 -9 -1 11 18 13 -6 22 -12 17 20 -2 21 -15 -20 -11 -5 -4 26 -14
right_child=1 -3 24 6 12 -7 -8 8 -10 14 15 -13 25 16 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00026234152187023553 0.002262230726866861 0.00063613853268796867 0.00028750422666300884 0.0020342523709211973 0.00084687031026361786 0.0014002830025699085 0.00084426416888719314 0.00082290868360335005 0.0017958400586325896 0.0013485602663712939 0.0017395514667299411 0.002279257628402536 0.0015318605739013979 0.0018490314234683963 0.00053824395689646906 0.0012009352747365746 0.0018955813426727573 0.0011244847984693506 0.0016181907365671506 0.0014882758097976051 0.0014432385322785775 0.0018920686790246256 0.00087372197218674229 0.0016007359813306813 0.00066223526468334529 0.001914276315209807 0.0018094197331114648
leaf_weight=66 53 73 53 84 60 94 73 73 53 52 75 95 62 76 63 58 70 60 109 74 116 1023 62 52 66 86 56
leaf_count=66 53 73 53 84 60 94 73 73 53 52 75 95 62 76 63 58 70 60 109 74 116 1023 62 52 66 86 56
internal_value=0 0.001736 0.00105876 0.00115843 0.00177472 0.000911832 0.00140639 0.00156287 0.00123244 0.000722739 0.00185532 0.00188971 0.00157012 0.00146349 0.000894213 0.00150493 0.00157828 0.00149001 0.00186029 0.0018426 0.00160405 0.00186573 0.00109062 0.00186876 0.000495634 0.00176961 0.00166388
internal_weight=0 2146 791 672 2073 337 335 262 126 243 1487 1354 586 382 177 133 322 252 1259 1206 192 1132 114 136 119 204 118
internal_count=2937 2146 791 672 2073 337 335 262 126 243 1487 1354 586 382 177 133 322 252 1259 1206 192 1132 114 136 119 204 118
is_linear=0
shrinkage=0.0032998


Tree=3319
num_leaves=28
num_cat=0
split_feature=3 3 43 42 3 12 12 39 12 3 12 402 402 157 42 133 159 3 3 12 3 43 42 43 12 43 3
split_gain=39.2845 10.9338 8.4935 3.9148 3.89371 3.25069 3.55641 2.7516 1.64277 1.47692 1.37299 1.06076 1.28749 1.00829 0.854586 0.813491 0.764646 0.737567 1.71324 0.665324 0.596392 0.534984 0.41172 0.318187 0.300791 0.288233 0.235532
threshold=-0.063264999999999988 0.28833000000000003 -0.035884999999999993 -1.0000000180025095e-35 0.11269500000000002 0.056995000000000011 0.098595000000000016 0.098380000000000009 -1.0000000180025095e-35 0.12745000000000004 0.082595000000000016 0.09253500000000002 0.084920000000000009 -0.004729999999999999 0.085790000000000019 -0.059689999999999993 0.083310000000000009 -0.17010999999999998 -0.10859999999999999 0.10859000000000001 -0.077384999999999995 -0.085154999999999995 0.083120000000000013 -0.080454999999999985 1.0000000180025095e-35 -0.012264999999999998 -0.096384999999999985
decision_type=2 2 2 2 2 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 8 -1 10 21 -4 -6 -7 12 17 -10 25 -8 -3 -12 -19 22 -21 -5 26 -23 -15 -13 -17
right_child=1 16 4 7 9 6 15 -9 13 -11 11 14 -14 24 -16 19 -18 18 -20 20 -22 23 -24 -25 -26 -27 -28
leaf_value=0.0017793981759163923 0.0021567942469781142 0.00047171551948131576 0.0018880313522266412 0.0011282728079699586 0.0011770050011120704 0.0031148964739254712 0.0018669934932385155 0.00053684005513510169 0.0027424102813016133 0.0019012520692622582 0.0029420390865110856 0.0024313563481441125 0.0020379612192649422 0.0023940803316985755 0.0030754535544846185 0.0026609635177703107 0.0010052926442904115 0.0021042184168135586 0.0025734114656390198 0.0018392542703344332 0.0023376942996712249 0.0016969768613102024 0.0021835683672000593 0.0013595836984838733 0.0020923678313669479 0.0027855083976340237 0.002358102941480731
leaf_weight=67 57 62 83 62 52 52 61 54 77 76 53 52 55 99 76 67 56 92 1221 55 52 55 59 73 61 54 54
leaf_count=67 57 62 83 62 52 52 61 54 77 76 53 52 55 99 76 67 56 92 1221 55 52 55 59 73 61 54 54
internal_value=0 0.00165934 0.00180646 0.00137742 0.00209463 0.00249617 0.00252013 0.00119521 0.00228946 0.0016073 0.00258401 0.00256677 0.00253613 0.00242989 0.00280579 0.00221619 0.000725237 0.00255617 0.00254056 0.00229029 0.00208182 0.00138214 0.00241402 0.00150483 0.00227927 0.00261211 0.00252609
internal_weight=0 867 749 301 448 2070 2003 244 320 128 1655 1603 1421 237 182 348 118 1366 1313 287 107 190 180 128 160 106 121
internal_count=2937 867 749 301 448 2070 2003 244 320 128 1655 1603 1421 237 182 348 118 1366 1313 287 107 190 180 128 160 106 121
is_linear=0
shrinkage=0.0032998


Tree=3320
num_leaves=25
num_cat=0
split_feature=1 3 124 1 51 52 1429 133 52 15 15 3 15 3 1 15 15 1 1 13 1456 11 13 1
split_gain=26.2885 6.91883 3.28321 2.98148 3.15489 2.32768 2.06781 3.52576 1.7998 1.46096 1.6074 3.13469 1.99928 1.68649 1.30744 1.23746 1.06001 0.632764 0.618461 0.522116 0.490795 0.479999 0.401982 0.160248
threshold=0.098395000000000024 -0.051469999999999995 -0.080429999999999988 0.14787500000000001 0.10636000000000001 -0.090304999999999983 0.084815000000000015 0.085730000000000015 0.12484500000000003 -0.15300999999999995 0.039965000000000007 -0.12711499999999995 0.11598000000000001 0.088880000000000015 0.11406500000000001 -0.013084999999999998 0.084100000000000022 0.11206000000000001 0.12545500000000001 -0.0090849999999999976 -0.0054299999999999991 0.085875000000000021 -0.075449999999999975 0.13612500000000002
decision_type=2 2 2 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 14 21 9 -8 17 -4 11 -11 16 15 19 -13 -12 -7 -16 -3 -18 -2 -14 -20
right_child=1 3 6 -5 -6 8 7 -9 -10 10 12 13 22 -15 18 -17 20 -19 23 -21 -22 -23 -24 -25
leaf_value=0.0010346349005423004 0.0016706648772842341 0.0012685326388708034 0.0023322519470496536 0.00021308012224698067 0.0016643979805787423 0.0008079404286107613 0.00083902780673686948 0.0019235252969229165 0.0018050996552895994 0.0010670695459251555 0.00230853814331406 0.0017737575517527459 0.0017218034992403104 0.0013004747864078913 0.00036519662944180942 0.0021096209831513641 0.0022447909386187851 0.0012632375906567988 0.00090388377600876101 0.00089682464737944785 0.0019205308870360561 0.0021225625605478028 0.0013194369786291042 0.00066560551710291213
leaf_weight=58 53 72 69 67 60 54 60 72 53 70 98 599 53 69 57 151 56 89 61 99 754 52 58 66
leaf_count=58 53 72 69 67 60 54 60 72 53 70 98 599 53 69 57 151 56 89 61 99 754 52 58 66
internal_value=0 0.00110495 0.00181055 0.000859657 0.000963959 0.00149763 0.00183187 0.00143084 0.00128468 0.00185863 0.00184148 0.00173855 0.00193126 0.00179589 0.000845476 0.00184143 0.00198248 0.00109155 0.000651921 0.00105354 0.00194299 0.0018948 0.00151188 0.000780332
internal_weight=0 783 2167 482 415 301 2109 132 196 1977 1908 889 1019 819 355 750 908 143 184 171 810 105 111 127
internal_count=2950 783 2167 482 415 301 2109 132 196 1977 1908 889 1019 819 355 750 908 143 184 171 810 105 111 127
is_linear=0
shrinkage=0.0032998


Tree=3321
num_leaves=31
num_cat=0
split_feature=15 0 49 48 51 0 51 0 51 15 133 15 34 15 0 0 15 43 50 15 1 0 13 133 1213 43 13 158 1 51
split_gain=1.0582 1.38619 1.62725 1.47597 0.994555 1.02051 0.942092 1.45506 0.784909 1.64631 1.64968 1.20862 1.54704 0.823705 0.809082 0.709236 0.82349 0.682441 0.603079 0.447789 0.347177 0.384887 0.394183 0.2908 0.587394 0.429261 0.258536 0.238782 0.169351 0.0703117
threshold=0.039965000000000007 -0.069074999999999984 -0.052004999999999989 0.11714000000000001 0.10513500000000002 -0.13409999999999997 -0.11101499999999999 -0.036459999999999992 -0.081684999999999994 -0.074729999999999977 0.085730000000000015 -0.0078249999999999986 -1.0000000180025095e-35 -0.14051999999999998 -0.080634999999999984 0.024295000000000001 -1.0000000180025095e-35 -0.03898999999999999 -0.14660499999999996 0.084100000000000022 0.088735000000000022 -0.072039999999999979 -0.040229999999999995 0.11330000000000001 0.041025000000000006 -0.026789999999999998 -0.078199999999999978 0.08962500000000001 0.082535000000000011 -0.21463999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 -2 18 -8 9 -1 -11 12 -10 17 -15 -9 -17 -14 -4 -7 23 22 26 24 27 -25 -22 -21 -18 -20
right_child=4 2 6 -5 -6 19 7 15 11 10 -12 -13 13 14 -16 16 28 -19 29 20 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.018759670864762407 -0.0083587103186671362 -0.028767788132579589 -0.0014308143651267852 0.030666727261795815 0.033540231604049703 0.024061529683344112 -0.019980994135533111 0.020025299641193518 -0.019636243459752595 -0.029266826949412277 0.0042751114466574574 0.027185253357593673 0.0067509549271015492 0.0041865242204013799 0.021586992966921247 -0.016936748166551805 0.01398635737623841 0.026533429812305536 0.023909442106202342 0.0075580716827529197 0.015549284267378106 0.029607027122440871 0.025244005912265294 0.010996004980898864 0.02335391619697786 -0.0059526952807366284 -0.00035064765893869375 0.019229749036840393 0.00069610720079995344 0.015217292054234759
leaf_weight=78 67 52 57 80 58 86 98 57 53 71 91 96 79 547 84 59 53 120 53 374 57 53 52 95 96 71 54 55 52 52
leaf_count=78 67 52 57 80 58 86 98 57 53 71 91 96 79 547 84 59 53 120 53 374 57 53 52 95 96 71 54 55 52 52
internal_value=0 0.00604286 -0.0010393 0.00895014 0.0124874 0.0113338 0.00195471 -0.00324441 0.00752348 -0.000925552 -0.0104145 0.00959655 0.0076823 0.00942886 0.0065057 0.00416928 -0.00133092 0.0186889 0.0122034 0.0126643 0.0115817 0.0173657 0.0133746 0.0097711 0.0116759 0.00373625 0.00779831 0.00905855 0.00742129 0.0196215
internal_weight=0 1832 533 1299 1118 1060 481 319 1219 240 162 979 883 830 631 221 164 199 162 993 907 216 163 691 525 166 111 429 105 105
internal_count=2950 1832 533 1299 1118 1060 481 319 1219 240 162 979 883 830 631 221 164 199 162 993 907 216 163 691 525 166 111 429 105 105
is_linear=0
shrinkage=0.16499


Tree=3322
num_leaves=17
num_cat=0
split_feature=2 40 96 16 160 14 4 1 4 2 156 52 2 16 2 52
split_gain=0.691707 0.742776 0.701955 0.434317 0.731769 0.659776 0.646141 0.592958 1.38589 1.24126 1.05098 0.719395 0.503628 0.468258 0.466189 0.260449
threshold=0.25063000000000007 -0.087539999999999993 1.0000000180025095e-35 0.044620000000000007 -0.54913999999999985 0.073890000000000011 -0.098074999999999982 0.081540000000000015 -0.111135 0.089505000000000015 0.088675000000000018 0.070680000000000007 -0.10238999999999998 0.26538000000000006 0.092450000000000018 -0.40011499999999994
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 -6 9 10 -5 -9 13 -8 -11 15 -10
right_child=-2 2 -4 7 5 -7 12 8 14 11 -12 -13 -14 -15 -16 -17
leaf_value=0.025940680299251735 -0.011482984799207525 0.027364426325943946 -0.0094722763860943734 -0.025370079823955515 -0.0087298035177092326 0.02438222805354193 -0.0060273386669546262 0.040235135830327742 0.013348606950847707 0.01933214594466438 0.0098890435965122703 -0.014340814129351979 0.0086982816481426719 0.0019484947602701772 -0.014419505783362681 -0.0024222163820361324
leaf_weight=61 55 58 70 52 66 69 68 52 53 67 86 52 1893 128 53 67
leaf_count=61 55 58 70 52 66 69 68 52 53 67 86 52 1893 128 53 67
internal_value=0 0.00755571 0.00715935 0.00758121 0.00870443 0.00818721 0.00763504 0.00361202 0.00875768 -0.00173414 0.0213368 0.00323457 0.00818674 0.00793055 -0.00126616 0.00452826
internal_weight=0 2895 2834 2764 2154 2096 2027 610 311 299 138 247 1961 195 173 120
internal_count=2950 2895 2834 2764 2154 2096 2027 610 311 299 138 247 1961 195 173 120
is_linear=0
shrinkage=0.16829


Tree=3323
num_leaves=12
num_cat=0
split_feature=9 10 149 40 475 12 2 9 2 49 4
split_gain=0.669678 0.686363 0.656614 0.575724 0.558008 0.842939 0.598533 0.615295 0.586442 0.408837 0.57707
threshold=-0.08577499999999999 -0.16491499999999995 0.079475000000000004 -0.085584999999999981 -0.06890499999999998 0.083400000000000016 -0.16649999999999998 0.037245000000000007 0.15086000000000002 -1.0000000180025095e-35 -0.0083149999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -6 8 -8 -7 -11
right_child=1 2 -4 4 6 9 7 -9 -10 10 -12
leaf_value=-0.012064820186767305 -0.012438765797590011 0.02234891702170088 0.023174946493462124 -0.013954470561251273 -0.010629237495167787 0.013509144189973976 0.0064186357501546144 0.024561125449003421 0.02434693620168267 -0.0084204661256921561 0.011947077664688659
leaf_weight=57 54 62 67 94 54 94 2193 57 53 100 65
leaf_count=57 54 62 67 94 54 94 2193 57 53 100 65
internal_value=0 0.00634475 0.00670266 0.00630387 0.00593613 -0.00029901 0.00687071 0.00728182 0.0068425 0.00465009 -0.000386
internal_weight=0 2893 2839 2772 2710 353 2357 2303 2246 259 165
internal_count=2950 2893 2839 2772 2710 353 2357 2303 2246 259 165
is_linear=0
shrinkage=0.16829


Tree=3324
num_leaves=26
num_cat=0
split_feature=4 1 376 4 0 43 150 4 1 155 42 4 0 16 16 43 4 16 51 0 14 16 16 42 16
split_gain=38.3264 10.4998 5.34917 5.42569 3.2695 3.50881 2.79375 2.57756 2.23175 1.93979 1.52778 2.67469 1.29358 2.37479 1.12502 1.08467 1.08185 1.93599 1.28639 1.04319 1.02492 1.44257 0.953237 0.806594 0.676877
threshold=0.31392000000000003 0.09518500000000002 0.076485000000000011 -0.17568999999999999 -0.06952499999999999 -0.082094999999999987 0.083680000000000018 -0.49911499999999992 0.11561500000000001 0.089885000000000007 0.083120000000000013 0.0019650000000000002 -0.14259999999999998 -0.034884999999999992 0.014185000000000001 -0.085264999999999994 0.036605000000000006 -0.15381999999999998 0.11444000000000001 -0.067134999999999986 -0.40567999999999999 -0.47730499999999992 -0.15381999999999998 0.11517500000000001 0.0033900000000000002
decision_type=2 2 2 2 2 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 10 -7 -2 12 11 -5 13 22 16 -16 18 -18 -14 -12 -10 -22 -1 24 -9
right_child=8 2 -4 6 5 7 -8 23 20 -11 19 -13 14 -15 15 -17 17 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.0025703565412599346 0.0012709610141892983 0.0025061129435404463 0.00086198976817057551 0.0010864626203726047 0.0013445779185326256 0.0027419713407905665 0.0011033735752093799 0.0023246395890544913 0.0010449429524297519 0.0016081102442084465 0.0022272242977873793 0.0019696859771257428 0.0023079567490016739 0.0031002039287847381 0.0022961752394389696 0.0017454316335092461 0.0023560432521405133 0.0015907781463609571 0.0017793338356752409 0.0016399913456217651 0.0007908783099653834 0.0001548257942441206 0.0019482529828641348 0.0015698710504020406 0.0018299566683924113
leaf_weight=53 98 94 78 73 97 52 88 56 59 53 93 77 1169 54 65 100 74 71 53 52 97 65 56 55 68
leaf_count=53 98 94 78 73 97 52 88 56 59 53 93 77 1169 54 65 100 74 71 53 52 97 65 56 55 68
internal_value=0 0.00206741 0.00166398 0.00179505 0.00217525 0.00187228 0.00162044 0.00209371 0.000856083 0.00223208 0.00177456 0.00154009 0.00225157 0.00253259 0.00222165 0.0019626 0.00225289 0.00198157 0.00228506 0.00201687 0.00067195 0.00053589 0.00225107 0.0019052 0.00205365
internal_weight=0 2631 555 477 2076 328 383 231 319 1748 295 150 1695 163 1532 165 1367 145 1222 145 221 162 109 179 124
internal_count=2950 2631 555 477 2076 328 383 231 319 1748 295 150 1695 163 1532 165 1367 145 1222 145 221 162 109 179 124
is_linear=0
shrinkage=0.0032998


Tree=3325
num_leaves=13
num_cat=0
split_feature=2 147 0 3 2 15 51 1 15 1 0 159
split_gain=1.47418 0.792591 0.702377 0.848244 0.551946 0.729164 0.857446 1.18968 1.10438 0.721792 0.686122 0.551156
threshold=0.17553000000000005 0.093835000000000016 0.10446500000000002 -0.17010999999999998 -0.046074999999999991 -0.42075999999999997 0.15358000000000002 0.10667500000000001 -0.030729999999999997 0.11097000000000001 -0.16926499999999997 0.10557000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 9 11 7 10 -9 -1 -7 -6
right_child=-2 -3 3 -5 5 6 -8 8 -10 -11 -12 -13
leaf_value=0.0068188334535192368 -0.019093614733454625 -0.011793405662892392 0.0078689122807239151 -0.018511867591252267 0.004159862397159422 0.019476572727947457 -0.012232731435344257 0.012866953737241383 0.039657562608896829 0.03328548525744679 0.0057586345174711652 -0.018749325540305836
leaf_weight=67 67 68 70 68 66 109 62 212 55 52 2007 54
leaf_count=67 67 68 70 68 66 109 62 212 55 52 2007 54
internal_value=0 0.00615097 0.006584 -0.00511729 0.0071863 0.00666539 0.00729434 0.00780314 0.0183923 0.0183992 0.00646613 -0.0061343
internal_weight=0 2890 2822 138 2684 2565 2445 2383 267 119 2116 120
internal_count=2957 2890 2822 138 2684 2565 2445 2383 267 119 2116 120
is_linear=0
shrinkage=0.16829


Tree=3326
num_leaves=28
num_cat=0
split_feature=1 3 2 2 2 123 0 2 4 0 484 13 130 0 43 12 3 3 0 4 9 4 4 2 13 2 2
split_gain=82.5338 19.746 8.22135 6.2623 5.51779 5.04169 4.7634 4.37265 2.04833 4.37976 1.66305 1.59666 1.67751 1.49268 3.18339 1.71401 1.34215 1.34173 1.59889 1.40927 1.23055 1.18923 1.11519 0.702585 0.659849 0.563161 0.414865
threshold=0.10054 -0.049204999999999992 0.12068000000000001 0.14132000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 -0.076004999999999975 0.10796500000000002 -0.041239999999999992 -0.066574999999999981 -0.084954999999999989 -0.037164999999999997 0.091115000000000015 -0.075914999999999996 -0.082094999999999987 0.093910000000000007 -0.085744999999999988 0.088880000000000015 -0.14534499999999997 0.053925000000000008 -0.075899999999999981 0.27020000000000005 0.049545000000000006 0.090485000000000024 -0.065239999999999979 0.16730000000000003 0.086755000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 8 4 20 7 21 10 -2 -10 16 22 -13 17 -15 23 -1 18 -12 -20 -3 -6 -9 -16 -17 -5 -18
right_child=1 3 -4 25 6 -7 -8 11 9 -11 13 12 -14 14 15 24 26 -19 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0027815180449134863 0.0022233761832831734 0.00032553495918204736 0.00034923086387166991 -9.0029857515717954e-05 0.00082253765124122959 0.0011719280130228467 0.0015903553781438803 0.0022770980758174035 0.0020340210116163411 0.00089772831347918649 0.0026032660164854631 0.00093093811736734736 0.0017597626126535583 0.0012472542810290526 0.0026466656498008788 0.002028771728785655 0.002003195837521037 0.001674838613374416 0.0021797741657583769 0.0018093349483754456 -0.0003793331577173685 0.00027200041355889812 0.0015962730253670527 0.0021246999011323413 0.0015195627272205274 -0.00056975038598344903 0.0023872345561762624
leaf_weight=74 72 52 56 53 91 67 69 52 86 65 89 52 55 65 52 59 56 62 1169 125 56 81 54 64 54 54 73
leaf_count=74 72 52 56 53 91 67 69 52 86 65 89 52 55 65 52 59 56 62 1169 125 56 81 54 64 54 54 73
internal_value=0 0.000788876 0.00148037 0.000365712 0.000579866 0.00206456 0.000857626 0.0020923 0.00176427 0.00154512 0.00214158 0.00164277 0.0013573 0.00210843 0.00189311 0.00207628 0.00242537 0.00215222 0.0021736 0.00214402 -3.9626e-05 0.000563478 0.0019306 0.00235899 0.00178574 -0.000332461 0.00222079
internal_weight=0 735 279 456 349 2222 241 2155 223 151 1942 213 107 1739 294 229 203 1445 1383 1294 108 172 106 116 113 107 129
internal_count=2957 735 279 456 349 2222 241 2155 223 151 1942 213 107 1739 294 229 203 1445 1383 1294 108 172 106 116 113 107 129
is_linear=0
shrinkage=0.0032998


Tree=3327
num_leaves=21
num_cat=0
split_feature=1 3 39 1 147 15 3 47 14 1 1 15 12 0 3 12 49 42 43 3
split_gain=48.2623 11.0307 5.11551 4.85858 3.56678 3.64242 2.68257 2.24182 2.17151 2.00366 1.82662 1.68857 1.20133 1.761 1.20733 1.12218 1.10667 0.744729 0.841403 0.493613
threshold=0.10398500000000001 -0.049204999999999992 0.0047850000000000011 0.14195000000000002 1.0000000180025095e-35 -0.075094999999999981 0.10402500000000002 0.082465000000000024 0.073890000000000011 0.086215000000000014 0.12040000000000002 -0.049344999999999993 0.090285000000000018 -0.14104999999999998 -0.12711499999999995 1.0000000180025095e-35 0.11580500000000001 -0.08588999999999998 -0.080104999999999996 -0.08867499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 6 4 5 10 8 11 12 -4 -3 -2 13 -1 -15 -16 17 19 -19 -14
right_child=1 3 9 -5 -6 -7 -8 -9 -10 -11 -12 -13 16 14 15 -17 -18 18 -20 -21
leaf_value=0.0015898450326702932 0.00086514806667039126 0.0010175012969704405 0.0016349875866860418 -7.4283322453858055e-05 4.5523507631071561e-05 0.0015592104231245546 0.0012512658307325725 0.0019099682415242617 0.0024884728980866869 0.00077445501192359976 0.00037629577202081556 0.0015719938880921585 0.0019469161587350708 0.0015700278965082154 0.0024310081268331791 0.002037299978754493 0.0014268252236347711 0.0015620721710819388 0.0018834349919866159 0.0023522822975811102
leaf_weight=102 72 96 64 97 61 73 60 82 82 55 98 76 95 56 87 960 65 109 515 52
leaf_count=102 72 96 64 97 61 73 60 82 82 55 98 76 95 56 87 960 65 109 515 52
internal_value=0 0.000889323 0.00190462 0.000574168 0.000766043 0.000930524 0.00194097 0.00147152 0.00196044 0.00123756 0.000693775 0.00122836 0.00193921 0.00200622 0.00204469 0.00207005 0.00184258 0.00187758 0.00182736 0.00209055
internal_weight=0 655 2302 425 328 267 2183 230 2123 119 194 148 2041 1205 1103 1047 836 771 624 147
internal_count=2957 655 2302 425 328 267 2183 230 2123 119 194 148 2041 1205 1103 1047 836 771 624 147
is_linear=0
shrinkage=0.0032998


Tree=3328
num_leaves=24
num_cat=0
split_feature=4 12 13 15 13 14 12 52 0 16 13 16 160 52 49 12 42 15 52 0 0 0 4
split_gain=36.3496 12.5246 6.18297 4.77891 4.08833 2.43221 2.32938 2.08567 1.57389 1.81332 1.55031 1.25627 0.928679 0.855621 0.837699 0.834514 0.9514 0.890807 0.790352 0.786752 0.614325 0.474133 0.388611
threshold=0.31392000000000003 0.056995000000000011 -0.0012399999999999998 0.13248000000000001 0.05889500000000001 0.073890000000000011 -0.014854999999999998 -0.0094049999999999984 -0.11825999999999999 0.11702000000000001 1.0000000180025095e-35 -0.14463999999999996 0.049100000000000012 -0.085009999999999988 -0.032374999999999994 0.10011000000000002 0.084185000000000024 -0.062734999999999985 -0.072144999999999987 -0.031129999999999998 -0.10298499999999998 -0.12259499999999998 -0.015539999999999998
decision_type=2 2 2 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 8 7 13 -3 15 11 14 19 -1 -2 16 -10 -17 22 20 -4 -16 -11
right_child=10 3 4 -5 -6 -7 -8 -9 9 18 -12 -13 -14 -15 21 17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0013477463347170719 0.00072385512669401587 0.001581268005372312 0.0021359896409691033 0.0011509807262525594 0.0011249025679393317 0.0027953332554370332 0.00059599101469427057 0.0017910067703182989 0.002336750052697623 0.0021013476164266956 0.00039213750739447293 0.00052975039019729792 0.0017042293677661015 0.00076708410001582409 0.00099282725068327985 0.0017494731349956155 0.0021595286774861782 0.0021898025473800556 0.0016024553067342225 0.0018490323368581291 0.0025879414157152394 0.0013727320041587287 0.0018252918530286767
leaf_weight=60 52 53 86 52 62 65 56 75 598 186 65 57 59 52 63 85 761 126 63 57 55 86 83
leaf_count=60 52 53 86 52 62 65 56 75 598 186 65 57 59 52 63 85 761 126 63 57 55 86 83
internal_value=0 0.00202159 0.00158444 0.00214014 0.00188671 0.00216559 0.00118749 0.00136443 0.00214463 0.00216031 0.000848511 0.000963353 0.00207036 0.00107847 0.00108614 0.00220733 0.00223754 0.00201259 0.00193788 0.00217928 0.00231253 0.00121234 0.0020163
internal_weight=0 2634 562 2072 319 2020 243 187 1955 1902 323 258 257 112 201 1570 1359 211 332 198 141 149 269
internal_count=2957 2634 562 2072 319 2020 243 187 1955 1902 323 258 257 112 201 1570 1359 211 332 198 141 149 269
is_linear=0
shrinkage=0.0032998


Tree=3329
num_leaves=17
num_cat=0
split_feature=3 13 3 40 151 4 43 4 52 43 4 52 43 15 4 15
split_gain=1.39922 1.54274 1.10751 0.931619 0.921313 1.38236 1.35496 0.986891 0.901029 0.54786 0.931655 0.725509 0.445865 0.687766 0.539039 0.316904
threshold=0.11391500000000002 -0.11210999999999999 0.076825000000000018 -0.084924999999999987 0.085445000000000007 -0.14088999999999999 -0.085154999999999995 -0.44205499999999992 -0.065909999999999982 0.0062300000000000003 -0.08076499999999999 -0.069499999999999992 -0.00067499999999999993 -0.096724999999999992 0.046185000000000004 -0.082809999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 3 -1 5 6 -5 -8 -4 12 -11 -12 14 -14 -7 -2
right_child=1 -3 8 4 -6 9 7 -9 -10 10 11 -13 13 -15 -16 -17
leaf_value=-0.0071104575239998918 0.013679760069755647 -0.020413204811078351 0.011337010855320347 -0.027814600944357826 0.028858571626711418 0.012050578648570301 0.017796879051094085 -0.0121186590798222 0.03484895225768514 -0.016465805651337484 0.025813633952558684 0.0044463281952807458 0.034662792766950737 0.01228885864910895 0.0042709704985334045 -0.0021954302393396388
leaf_weight=99 87 94 99 53 68 1282 69 57 87 52 53 301 57 124 315 60
leaf_count=99 87 94 99 53 68 1282 69 57 87 52 53 301 57 124 315 60
internal_value=0 -0.00357024 0.0098044 0.00888179 0.0095338 0.00897693 -0.00523437 0.0042494 0.0223442 0.0101425 0.00455726 0.00765046 0.0114169 0.0193447 0.0105172 0.00718787
internal_weight=0 241 2716 2530 2431 2363 179 126 186 2184 406 354 1778 181 1597 147
internal_count=2957 241 2716 2530 2431 2363 179 126 186 2184 406 354 1778 181 1597 147
is_linear=0
shrinkage=0.16829


Tree=3330
num_leaves=41
num_cat=0
split_feature=1 3 40 151 1 42 50 16 124 475 3 42 4 1186 4 42 16 4 43 133 402 4 3 4 16 52 43 42 16 133 4 52 16 4 16 52 3 52 43 16
split_gain=1.74637 1.53364 1.46359 1.24743 0.725384 0.763946 0.649434 0.637835 1.16653 1.81879 0.885981 0.951767 0.849919 0.483402 0.482521 0.569326 1.12504 0.632433 0.992831 1.3229 0.863482 0.608079 1.00643 0.523805 0.488173 1.28378 0.444092 0.433507 0.399727 0.39765 0.330998 0.417875 0.32038 0.549834 0.293186 0.286572 0.66135 0.323284 0.263552 0.042326
threshold=0.092845000000000025 -0.049204999999999992 -0.085354999999999986 -0.064619999999999983 0.11181500000000001 0.091005000000000016 0.08568000000000002 -0.014129999999999998 -0.061329999999999989 -1.0000000180025095e-35 0.13470000000000001 0.086335000000000009 0.40318000000000004 0.021560000000000003 -0.0083149999999999977 0.088485000000000022 -0.076029999999999986 -0.082274999999999987 -0.0019849999999999994 -0.022249999999999995 0.08321000000000002 -0.44205499999999992 -0.11211999999999998 -0.041239999999999992 -0.018754999999999997 -0.013125 0.037915000000000011 0.087695000000000009 0.26900000000000007 -0.0082649999999999998 -0.083389999999999978 0.111725 -0.0088649999999999996 -0.017399999999999995 -0.26194999999999996 0.024870000000000003 -0.077849999999999989 0.10460500000000002 -0.08595499999999999 -0.00083999999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 6 -6 28 10 -9 -10 11 12 -4 14 15 17 29 20 32 -20 21 -1 -23 30 26 27 35 39 -5 -17 -18 -32 38 -34 -12 36 -16 -37 -19 -26
right_child=1 2 7 4 5 -7 -8 8 9 -11 34 -13 -14 -15 24 16 23 18 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31 31 -33 33 -35 -36 37 -38 -39 -40 -41
leaf_value=0.030262587770113203 -0.01376682487446906 -0.028133178079859846 0.034698481118539147 -0.0060290072509365132 0.035841842890528303 0.011505746596301896 0.020090597464647746 0.0094064533925750076 0.0031325155110503394 -0.039938856478370442 -0.016227167992132994 -0.0046668634507033256 0.005957829955882921 0.023083920327743077 0.013210858513863184 0.015500606039505071 0.014074258557659852 0.01074027256576263 0.0040699244356480722 -0.030179584430858226 -0.0060458392901176295 -0.0082736642191543041 0.016640187773277169 0.019881010953247999 0.02220876767372992 0.040455629388639371 0.021409347454521565 0.00041237915004349026 0.01157471930114874 0.034068489707113035 -0.01125083629879064 0.0074200976036588873 0.023175795453310801 0.00097387653304503523 0.00064548859783766213 0.02253562777948916 -0.011092967582211318 0.0063114515629006038 -0.0015057612044785057 0.015360512142338656
leaf_weight=59 55 61 60 91 67 81 76 65 54 57 54 65 57 92 66 56 54 78 76 55 68 58 219 71 54 66 84 55 61 80 65 71 73 56 63 56 61 93 137 54
leaf_count=59 55 61 60 91 67 81 76 65 54 57 54 65 57 92 66 56 54 78 76 55 68 58 219 71 54 66 84 55 61 80 65 71 73 56 63 56 61 93 137 54
internal_value=0 0.00241426 -0.00359312 0.00988931 0.0133544 0.0225349 0.0073873 -0.000437878 -0.00847924 -0.018969 0.00428949 0.0116382 0.020712 0.0111588 0.0105695 0.00872692 0.0140201 0.0063342 0.00216643 -0.0102959 0.01123 0.0147316 0.0114171 0.00754361 0.0145583 0.0206414 0.0106838 0.0126075 0.00102383 0.0264361 0.00292386 -0.0014903 0.0069175 0.0135517 -0.00712654 0.00741305 0.00152322 0.0124212 0.00292863 0.0188013
internal_weight=0 967 536 431 376 148 228 475 176 111 299 182 117 1957 1865 1276 397 879 475 131 404 336 277 261 589 229 360 163 152 136 190 136 344 129 117 276 127 149 215 108
internal_count=2924 967 536 431 376 148 228 475 176 111 299 182 117 1957 1865 1276 397 879 475 131 404 336 277 261 589 229 360 163 152 136 190 136 344 129 117 276 127 149 215 108
is_linear=0
shrinkage=0.16829


Tree=3331
num_leaves=26
num_cat=0
split_feature=1 457 160 1 15 16 16 4 48 13 160 4 13 11 1186 48 52 474 1 49 16 4 16 2 402
split_gain=1.20835 1.24735 1.02198 1.00633 0.981855 0.833212 1.09685 0.997228 0.789826 0.702708 0.660075 0.532046 0.505919 0.470915 0.387671 0.352605 0.529646 0.852369 1.03186 0.893927 0.6188 0.687916 0.561309 0.681414 0.594554
threshold=0.092845000000000025 0.079020000000000021 -0.24206999999999998 0.14195000000000002 -0.38214499999999996 0.14976500000000001 -0.0048749999999999991 -0.000195 0.089025000000000007 0.011265000000000002 -0.06146999999999999 -0.008454999999999999 -0.035924999999999992 1.0000000180025095e-35 0.085780000000000009 -1.0000000180025095e-35 -0.0083399999999999985 0.088510000000000019 0.080320000000000016 0.098445000000000019 -0.0083599999999999976 -0.03463999999999999 -0.076439999999999994 0.084395000000000012 -0.16962499999999997
decision_type=2 2 2 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 5 -5 6 7 12 -9 -7 -8 -3 -4 14 15 -1 17 18 19 -17 22 -22 24 -24 -18
right_child=1 11 3 4 -6 9 10 8 -10 -11 -12 -13 -14 -15 -16 16 20 -19 -20 -21 21 -23 23 -25 -26
leaf_value=0.020431884467622272 0.02479406427338296 -0.00052241671548530376 0.0091999697670679271 0.0035970529039553441 -0.028770159061276081 0.024427726256383522 -0.00027536957477145604 0.005784100357694711 -0.014124487745028481 0.0019784386306503617 -0.027125057058557087 -0.022771038861311068 0.030148464624942268 0.020486764725711645 0.022608959672332778 0.0093148931568247557 0.026707847112449151 0.017830792882829464 -0.015341886449232013 -0.0091047378432794965 0.0098786252664867357 0.032456367690920758 -0.013881303782662722 0.0064610586808175668 0.0092254795604228886
leaf_weight=65 64 52 86 53 53 99 52 181 82 66 52 74 53 101 55 285 60 99 92 101 88 68 62 188 693
leaf_count=65 64 52 86 53 53 99 52 181 82 66 52 74 53 101 55 285 60 99 92 101 88 68 62 188 693
internal_value=0 0.00200859 0.00434972 0.00266345 -0.0125696 0.00507254 0.00168214 0.00567059 -0.000416309 0.0154589 -0.0137175 -0.0136033 0.0172005 0.00928288 0.00867221 0.00824561 0.00778829 0.00361727 0.000669705 0.00449059 0.00986325 0.0197317 0.00832658 0.00140897 0.0106209
internal_weight=0 967 841 777 106 671 506 402 263 165 104 126 139 1957 1856 1801 1736 577 478 386 1159 156 1003 250 753
internal_count=2924 967 841 777 106 671 506 402 263 165 104 126 139 1957 1856 1801 1736 577 478 386 1159 156 1003 250 753
is_linear=0
shrinkage=0.16829


Tree=3332
num_leaves=21
num_cat=0
split_feature=150 129 12 13 48 0 48 52 150 4 52 12 12 483 39 151 52 150 151 151
split_gain=0.716025 0.744117 0.603351 0.95353 0.782839 0.685014 0.752096 0.834471 0.663195 0.82654 0.607877 0.602753 0.998154 0.650029 0.519822 0.492269 0.978808 0.975328 0.295656 0.241868
threshold=0.083435000000000023 0.10412500000000001 -1.0000000180025095e-35 -0.0065549999999999992 0.092600000000000016 -0.14259999999999998 0.083540000000000017 0.013340000000000001 -0.047864999999999991 0.41939500000000002 0.056265000000000009 0.085655000000000023 0.086085000000000009 0.083960000000000021 0.085855000000000015 -0.086379999999999985 -0.022529999999999998 0.099155000000000007 -0.039414999999999999 0.085710000000000022
decision_type=2 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 -4 -7 11 14 13 -13 -10 -1 16 -2 -17 -19 -20
right_child=15 -3 5 -5 -6 8 -8 -9 9 -11 -12 12 -14 -15 -16 17 -18 18 19 -21
leaf_value=-0.009650034716669682 -0.027224301747668316 0.024206108416265769 0.03565548507156948 -0.018191786280526184 -0.013921197546432659 0.023391780554724635 0.002213045636628685 0.0088548245550673522 -0.0016015973281640146 -0.01425567557330978 0.024274523219072187 0.03065067373547245 0.0071059723961488771 0.017802007126338084 0.012055429393808739 0.018366178536458038 0.0041399258328636279 -0.01486107597159392 0.0085861056223885783 -0.007414882842970298
leaf_weight=53 53 67 75 69 52 62 69 59 385 57 55 53 1385 56 76 78 60 53 53 54
leaf_count=53 53 67 75 69 52 62 69 59 385 57 55 53 1385 56 76 78 60 53 53 54
internal_value=0 0.00669385 0.00622493 -0.000784511 0.00429729 0.00719707 0.0165167 0.0238686 0.00624928 0.00569937 0.00945576 0.00630567 0.007975 0.000858279 0.00312375 -0.00140488 -0.0105548 0.00293188 -0.00458111 0.00049405
internal_weight=0 2573 2506 305 236 2201 203 134 1998 1936 184 1879 1438 441 129 351 113 238 160 107
internal_count=2924 2573 2506 305 236 2201 203 134 1998 1936 184 1879 1438 441 129 351 113 238 160 107
is_linear=0
shrinkage=0.16829


Tree=3333
num_leaves=21
num_cat=0
split_feature=9 481 11 2 48 4 12 2 4 43 43 132 130 13 52 52 151 52 2 4
split_gain=1.05421 0.56884 0.569769 0.620128 0.551304 0.507848 0.68784 1.08423 0.950225 0.603446 0.764967 0.468201 0.456891 0.771129 0.825603 0.590262 0.41748 0.353556 0.357341 0.305801
threshold=-1.0000000180025095e-35 0.001825 0.095930000000000015 0.10384 -1.0000000180025095e-35 0.0019650000000000002 0.083175000000000013 0.079770000000000021 -0.086904999999999996 -0.0076899999999999998 0.18123500000000001 -0.086254999999999984 0.09858500000000002 0.060680000000000005 -0.057374999999999995 -0.077114999999999975 -0.082079999999999986 0.0049050000000000005 0.072175000000000017 0.094220000000000012
decision_type=2 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 17 19 -8 13 14 -6 -15 -13 18 -7 -11
right_child=1 -3 -4 4 12 9 11 8 -10 10 -12 16 -14 15 -16 -17 -18 -19 -20 -21
leaf_value=-0.012808739120254644 -0.024332733226236223 0.018776242257654195 0.021455432916744559 -0.014397053019604672 0.01200303820404878 0.0080021631806262532 -0.0060152282915221381 0.014594316624574367 -0.0084882099836739305 0.031570953366337133 0.001462413240817359 -0.001441404011716716 0.016337097889238598 -0.022637399636093177 -0.0024365735776329524 0.00070149884483264877 0.0079340830156698315 0.01329704087863509 -0.0087394754332312998 0.016340276887157203
leaf_weight=91 53 82 55 64 182 72 82 91 104 72 58 146 53 62 264 56 1109 88 67 73
leaf_count=91 53 82 55 64 182 72 82 91 104 72 58 146 53 62 264 56 1109 88 67 73
internal_value=0 0.00522729 0.00482279 0.00448282 0.000175853 0.00593755 0.00457135 -0.00340454 0.0022746 0.0109693 0.0175088 0.00605212 0.00169032 0.000310818 0.00345187 -0.0115464 0.00684199 0.00511344 -5.48759e-05 0.0239152
internal_weight=0 2833 2751 2696 681 2015 1585 248 195 430 203 1337 617 564 446 118 1255 227 139 145
internal_count=2924 2833 2751 2696 681 2015 1585 248 195 430 203 1337 617 564 446 118 1255 227 139 145
is_linear=0
shrinkage=0.16499


Tree=3334
num_leaves=28
num_cat=0
split_feature=1 155 2 123 47 2 160 4 2 2 2 2 1 150 16 160 4 4 51 160 160 4 16 2 16 2 133
split_gain=57.1614 11.1824 7.80224 6.37912 5.91054 4.92835 2.47088 2.37354 2.13637 1.71216 1.35416 1.54688 1.27861 1.27121 1.18194 1.36983 0.898617 0.877193 0.745067 0.664969 0.652507 0.630514 0.627592 0.625609 0.738867 0.565739 0.171119
threshold=0.10290000000000001 0.092900000000000024 0.14132000000000003 1.0000000180025095e-35 0.082465000000000024 0.123795 -0.080384999999999984 -0.082199999999999981 1.0000000180025095e-35 0.093320000000000014 -1.0000000180025095e-35 0.11152000000000002 0.14195000000000002 0.10784500000000001 -0.093484999999999985 -0.019279999999999995 -0.0090849999999999976 -0.008454999999999999 0.0045000000000000014 -0.086854999999999988 0.084480000000000013 -0.036839999999999991 -0.0083599999999999976 0.097110000000000016 -0.080419999999999978 0.12623500000000001 0.095345000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 6 7 -2 14 -6 13 -8 -12 -4 17 -1 -16 21 18 -9 -18 -21 26 -19 24 -17 -13 -11
right_child=1 -3 12 -5 8 -7 10 9 -10 16 11 25 -14 -15 15 23 19 22 -20 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0021971110742647479 0.00085640832330147946 0.0017601033675739952 -2.8277956793340287e-05 0.00061829540992030185 0.0013522897727001057 0.00068847018082824859 -0.00017112345230070765 0.0015755537905248538 0.00054132835918568097 0.001283796156257994 0.00067300897192859208 -0.00013270544728705041 -0.00068459767886003601 0.0010876550965456468 0.0013499527525891362 0.0017130095006602896 0.0015297310963976441 0.00165484903781019 0.0011839854114379152 0.00096603286441459277 0.00138688488287576 0.0017906197013315777 0.0019557856103936348 0.0014804022200237202 0.0020212147716128837 0.00032100717675491441 0.0015305773302031441
leaf_weight=63 64 64 57 82 94 69 100 588 57 82 75 67 75 53 92 192 53 266 59 121 61 60 108 59 156 54 53
leaf_count=63 64 64 57 82 94 69 100 588 57 82 75 67 75 53 92 192 53 266 59 121 61 60 108 59 156 54 53
internal_value=0 0.000444572 0.000313578 0.00152219 0.000498352 0.00155689 0.000268379 0.00158588 0.0010464 0.00151735 0.000141119 0.000300606 -0.000401454 0.00158797 0.00176923 0.00171514 0.00134086 0.00161391 0.0015399 0.00120271 0.00110728 0.00150718 0.00174184 0.0017976 0.00185127 6.94867e-05 0.00138094
internal_weight=0 707 643 2217 511 2135 360 2066 151 1504 296 196 132 1074 562 499 430 1021 647 235 182 195 374 407 348 121 135
internal_count=2924 707 643 2217 511 2135 360 2066 151 1504 296 196 132 1074 562 499 430 1021 647 235 182 195 374 407 348 121 135
is_linear=0
shrinkage=0.0032998


Tree=3335
num_leaves=19
num_cat=0
split_feature=4 48 16 160 131 1209 131 1204 49 48 3 2 2 42 42 403 3 2
split_gain=1.47874 0.61437 0.56508 0.747305 0.53651 0.555778 0.51494 0.666819 0.596124 0.97941 0.50144 0.461583 0.319703 0.293786 0.980433 0.428947 0.453074 0.110579
threshold=0.27020000000000005 -0.088594999999999993 -0.49057499999999993 -1.0000000180025095e-35 0.11930500000000001 -0.08459499999999999 0.082750000000000004 -0.08329499999999998 -0.083049999999999985 0.088485000000000008 0.10402500000000002 0.105395 0.123795 0.090775000000000008 0.094765000000000016 -0.083044999999999994 -0.078934999999999991 0.12026500000000001
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 -3 7 -7 9 -9 -10 -2 -13 15 -15 -8 -17 -5
right_child=2 4 3 17 -6 6 13 8 10 -11 -12 12 -14 14 -16 16 -18 -19
leaf_value=0.024137481489979389 0.011037135173500228 0.021798856517399847 0.0025535829883617323 -0.015701039000308281 -0.0089789695640132006 -0.013776284819009667 0.004266258467864624 0.024814251825700483 0.0050254740947386703 -0.0018828327306341711 -0.0062136806488199015 -0.015729923807569223 0.0024952383808495063 -0.011685107348639976 0.02067556637300003 0.026858310431728063 0.0078219233891145996 -0.026652035975009244
leaf_weight=52 74 62 58 54 69 54 70 104 1751 62 120 52 57 53 53 101 55 53
leaf_count=52 74 62 58 54 69 54 70 104 1751 62 120 52 57 53 53 101 55 53
internal_value=0 0.00601794 -0.00565945 -0.0128019 0.00564831 0.00605519 0.0056516 0.0046726 0.00516255 0.0148322 0.00430367 0.000770604 -0.00618285 0.0118121 0.00447828 0.0152439 0.0201583 -0.0211422
internal_weight=0 2606 348 165 2554 2485 2423 2091 2037 166 1871 183 109 332 106 226 156 107
internal_count=2954 2606 348 165 2554 2485 2423 2091 2037 166 1871 183 109 332 106 226 156 107
is_linear=0
shrinkage=0.16829


Tree=3336
num_leaves=11
num_cat=0
split_feature=9 1428 123 151 149 43 14 12 52 16
split_gain=0.701635 0.554474 0.527722 0.492419 0.679823 0.581394 0.561147 0.481078 0.425999 0.647282
threshold=0.09011000000000001 0.093475000000000016 0.11029000000000001 -0.093409999999999979 0.079475000000000004 -0.50775499999999985 -0.31108499999999994 -0.14392999999999997 -0.014944999999999998 -0.0093249999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 -5 -7 -8 9 -1
right_child=-2 -3 -4 4 -6 6 7 -9 -10 -11
leaf_value=0.032447683250728478 -0.012660177253511208 0.021496422265886026 -0.012837317318638195 -0.014317618646177508 0.02273176839472826 -0.011415971645869527 0.018598935314516635 0.0036903206766539655 0.0022884312238479125 0.0066875179728027615
leaf_weight=54 71 52 52 52 52 68 63 2365 68 57
leaf_count=54 71 52 52 52 52 68 63 2365 68 57
internal_value=0 0.0042682 0.00395112 0.00426591 0.00367715 0.00328758 0.00365507 0.0040779 0.0128077 0.0192357
internal_weight=0 2883 2831 2779 2600 2548 2496 2428 179 111
internal_count=2954 2883 2831 2779 2600 2548 2496 2428 179 111
is_linear=0
shrinkage=0.16829


Tree=3337
num_leaves=17
num_cat=0
split_feature=147 15 14 148 39 15 133 49 13 1 13 1447 51 1 15 15
split_gain=0.728022 0.945349 1.28593 0.802239 0.677978 0.652586 0.550773 0.868728 0.504082 0.632486 0.603816 0.825944 0.733041 0.340643 0.49904 0.107014
threshold=0.097430000000000003 -0.26361999999999991 -0.41608999999999996 -0.085589999999999986 0.089285000000000017 -0.13783499999999996 0.048535000000000002 0.090085000000000012 -0.16392499999999996 0.10638500000000002 -0.085349999999999995 -0.084999999999999978 -0.085594999999999991 0.11253000000000001 -0.069034999999999985 -0.032144999999999993
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 -5 15 10 12 -12 -10 -11 -15 -7
right_child=-2 3 4 5 -6 8 -8 -9 9 13 11 -13 -14 14 -16 -17
leaf_value=0.010779824199250913 0.02239679686502135 -0.015695661570748892 -0.027347885259016037 0.035400789787467038 -0.0040722281668828172 -0.0026307131261523943 0.00089523031346207596 0.0077181061257203974 0.026758362224427137 0.02004910279328093 -0.01830939824989682 0.0021408672190747374 0.0058633102941887246 0.018602664429526884 -0.00064620604062061871 -0.013478902354611291
leaf_weight=70 55 59 80 57 64 52 66 74 54 92 58 1560 403 64 94 52
leaf_count=70 55 59 80 57 64 52 66 74 54 92 58 1560 403 64 94 52
internal_value=0 0.00284659 -0.00791526 0.003705 -0.0170156 0.00414158 0.0134602 0.019777 0.00338506 0.00389833 0.00293372 0.00140668 0.00833624 0.0118974 0.00713943 -0.00807208
internal_weight=0 2899 214 2685 144 2626 197 131 2429 2325 2075 1618 457 250 158 104
internal_count=2954 2899 214 2685 144 2626 197 131 2429 2325 2075 1618 457 250 158 104
is_linear=0
shrinkage=0.16829


Tree=3338
num_leaves=30
num_cat=0
split_feature=4 3 1 1 10 2 2 15 14 0 51 132 15 0 2 43 3 4 1456 15 484 4 0 3 2 1 160 51 3
split_gain=36.2312 13.7154 7.69212 2.63538 2.56515 2.05096 1.51216 1.43984 1.14119 1.61425 1.06551 1.02462 1.38606 0.951348 1.14785 0.915755 0.903939 0.900535 0.870325 0.818513 0.750486 0.773028 0.675846 0.594522 1.55198 0.915755 0.449392 0.489393 0.373944
threshold=0.31392000000000003 -0.059315 0.10257000000000001 0.14920500000000003 -0.0034499999999999995 0.10803500000000001 0.097005000000000022 -0.077474999999999988 -0.42227999999999993 -0.105195 -0.096089999999999981 0.085745000000000002 -0.040769999999999994 -0.086064999999999989 0.090485000000000024 -0.076949999999999977 -0.12711499999999995 0.50944500000000004 0.083870000000000014 0.021950000000000001 -0.081614999999999979 0.010535000000000001 -0.063204999999999983 0.093925000000000022 0.092645000000000019 0.086860000000000007 -0.087764999999999996 -0.085594999999999991 -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 2 2 2
left_child=1 6 5 8 -4 10 13 -6 -2 -10 -3 12 15 14 16 -8 -1 -11 22 -14 -18 -22 26 24 25 -12 28 -28 -15
right_child=3 2 4 -5 7 -7 11 -9 9 17 23 -13 19 18 -16 -17 20 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=0.002741079226620674 0.0013565397349543965 0.002342773843836154 0.00045325253009257218 0.00012386575709898899 0.0009652942734980751 0.001352018422569657 0.0020761282058327866 0.0015474615456651632 0.0011230125103896872 0.0002282086022158348 0.0025185267045252356 0.0015178753316919614 0.0024256701291040664 0.0017096403159367461 0.0019088277850799178 0.0015492859188521999 0.0020068540049631768 0.00083778955699073969 0.0025081608972100126 0.001979150872344934 0.0024035309170110778 0.0019735755997621436 0.001806377797024286 0.0015852897981308775 0.0015610698538555442 0.0019162799003492159 0.0024491634272443144 0.0021153621789484801 0.0020694800731235964
leaf_weight=52 56 66 53 52 87 73 62 100 101 52 53 56 89 53 85 88 91 54 55 93 331 54 92 62 66 59 53 682 84
leaf_count=52 56 66 53 52 87 73 62 100 101 52 53 56 89 53 85 88 91 54 55 93 331 54 92 62 66 59 53 682 84
internal_value=0 0.00198765 0.00155769 0.000803428 0.00109508 0.00185055 0.00211938 0.0012768 0.000937657 0.000824165 0.00196936 0.00193336 0.00200334 0.00216358 0.00226704 0.00176728 0.00232464 0.000539082 0.00210132 0.0021977 0.00227907 0.00234332 0.00207807 0.00186653 0.00196429 0.00220159 0.00210669 0.00213948 0.00193053
internal_weight=0 2639 619 315 240 379 2020 187 263 207 306 388 332 1632 613 150 528 106 1019 182 476 385 964 240 178 112 872 735 137
internal_count=2954 2639 619 315 240 379 2020 187 263 207 306 388 332 1632 613 150 528 106 1019 182 476 385 964 240 178 112 872 735 137
is_linear=0
shrinkage=0.0032998


Tree=3339
num_leaves=22
num_cat=0
split_feature=4 3 123 1 1 3 4 1 16 42 3 4 13 1447 3 13 4 16 13 1 16
split_gain=36.6877 8.07763 4.64955 2.02244 1.87187 1.69439 1.58591 1.9772 1.51481 1.39246 1.00757 0.990829 0.828222 1.08134 0.975787 0.995139 0.801112 1.01934 0.606751 0.446661 0.229561
threshold=0.31392000000000003 0.28833000000000003 0.080635000000000012 0.10257000000000001 0.11883500000000001 -0.076594999999999983 -0.37626499999999991 0.10378000000000001 -0.49057499999999993 0.11745500000000002 -0.036264999999999992 0.04105000000000001 -0.085234999999999991 -0.084684999999999996 -0.12711499999999995 -0.097709999999999977 -0.4950449999999999 0.041025000000000006 -0.086394999999999986 0.11097000000000001 -0.40430999999999989
decision_type=2 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 19 12 -7 9 -6 11 -9 -8 14 -14 -1 -16 -15 -18 -17 -2 -10
right_child=4 -3 3 -5 8 6 7 10 20 -11 -12 -13 13 16 15 18 17 -19 -20 -21 -22
leaf_value=0.0023808257628415877 0.00065884004502218016 0.00057788722612982289 0.0016159368957669317 0.00084165383159731807 0.00068027214373001139 0.0020833589499024393 0.0018302721512251433 0.0015472483388040735 -5.0842423794949721e-05 0.001172809867201869 0.0009274821642354064 0.0014809801349431474 0.0013361241600782585 0.002195885599851424 0.0015064207463883815 0.0019009629333369027 0.0018559776750556093 0.0016102998311177767 0.002230234702897065 0.0010728679658518641 0.00024238240860627324
leaf_weight=56 56 65 67 82 84 85 360 53 57 52 63 119 52 61 57 258 892 235 82 59 59
leaf_count=56 56 65 67 82 84 85 360 53 57 52 63 119 52 61 57 258 892 235 82 59 59
internal_value=0 0.00172753 0.00175655 0.00119006 0.000535905 0.00179134 0.00165822 0.00160231 0.000342727 0.00168774 0.00121095 0.00174357 0.00184888 0.00180442 0.00197048 0.0019125 0.00182489 0.00180478 0.00198048 0.000871561 9.79941e-05
internal_weight=0 2639 2574 149 315 2425 732 647 200 531 116 479 1693 1240 453 397 1188 1127 340 115 116
internal_count=2954 2639 2574 149 315 2425 732 647 200 531 116 479 1693 1240 453 397 1188 1127 340 115 116
is_linear=0
shrinkage=0.0032998


Tree=3340
num_leaves=13
num_cat=0
split_feature=44 50 11 0 33 156 13 132 0 2 15 50
split_gain=1.0106 0.619145 0.691113 1.20709 0.769757 0.556388 0.425866 0.463365 0.32881 0.644905 0.115048 0.0896371
threshold=0.081835000000000019 0.10861000000000003 0.095210000000000017 0.14054500000000003 0.082505000000000009 -0.080224999999999977 -0.47365999999999991 -0.20548999999999998 -0.068189999999999987 0.088555000000000009 -0.08237499999999999 0.11805000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8 9 11 -11 -3
right_child=-2 8 -4 -5 -6 6 7 -9 -10 10 -12 -13
leaf_value=0.022332752023300217 0.028184367414759989 -0.0093531706537035159 -0.012131221314288227 0.030300909986188066 0.025516643009681539 0.019601164091995783 -0.0080280197199919384 0.0053120750220997633 0.0094188629188571588 0.0094186383414168393 -0.0012780669275967709 -0.018920660040196512
leaf_weight=53 54 57 55 57 54 55 73 2330 54 54 55 52
leaf_count=53 54 57 55 57 54 55 73 2330 54 54 55 52
internal_value=0 0.00539922 0.00616143 0.00654581 0.00601724 0.00559719 0.00523562 0.00490609 -0.00209586 -0.00495621 0.00400506 -0.0139336
internal_weight=0 2949 2677 2622 2565 2511 2458 2403 272 218 109 109
internal_count=3003 2949 2677 2622 2565 2511 2458 2403 272 218 109 109
is_linear=0
shrinkage=0.16499


Tree=3341
num_leaves=14
num_cat=0
split_feature=44 3 2 4 49 49 3 51 40 4 49 4 2
split_gain=0.710028 0.692665 0.676103 0.485439 0.53204 0.781486 0.63499 0.685551 0.620098 0.56009 0.362624 0.355743 0.257663
threshold=0.081710000000000019 -0.16100499999999998 0.098500000000000018 -0.50946499999999995 -0.07278999999999998 -0.032624999999999994 0.14813000000000001 0.12162000000000002 -0.081749999999999975 -0.016029999999999996 -0.058504999999999995 -0.0060699999999999999 0.09056500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 9 10 7 8 -7 -5 -6 -11 -13
right_child=-2 3 -4 4 5 6 -8 -9 -10 11 -12 12 -14
leaf_value=0.029920894772210833 0.023078303155835696 -0.010429060987593667 0.007113286528023754 0.025313964846946035 0.00065759095482881269 0.019557572856457001 0.017140368324241873 -0.010375112790640822 0.0036533870139734454 -0.002039772426669537 -0.017421794891686458 0.020636528533188644 0.005599714475832308
leaf_weight=55 57 63 100 60 54 69 98 92 2088 73 68 57 69
leaf_count=55 57 63 100 60 54 69 98 92 2088 73 68 57 69
internal_value=0 0.00447841 0.0152177 0.00388137 0.0042125 0.0034652 0.00413496 0.00356747 0.00416296 0.0113296 -0.00940501 0.00710432 0.0124161
internal_weight=0 2946 155 2791 2728 2469 2347 2249 2157 259 122 199 126
internal_count=3003 2946 155 2791 2728 2469 2347 2249 2157 259 122 199 126
is_linear=0
shrinkage=0.16499


Tree=3342
num_leaves=19
num_cat=0
split_feature=2 15 3 39 14 39 2 2 2 15 52 3 150 15 49 2 2 2
split_gain=26.3618 13.284 5.80948 4.49647 2.48924 2.41585 2.22823 2.12105 1.56414 1.51036 1.25371 1.77566 1.0497 1.96424 1.68873 1.02986 0.498397 0.45472
threshold=0.12068000000000001 -0.38214499999999996 0.11269500000000002 0.0047850000000000011 0.073890000000000011 0.098380000000000009 0.15305000000000002 -0.007134999999999999 0.097005000000000022 -0.080724999999999977 -0.090304999999999983 -0.08867499999999999 0.087865000000000013 -0.025879999999999997 -0.014114999999999997 0.095105000000000009 0.10633000000000002 0.10745500000000001
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 9 -5 12 -2 17 -12 14 -14 -3 -9 -4 -10
right_child=5 2 16 7 -6 -7 -8 15 10 -11 11 -13 13 -15 -16 -17 -18 -19
leaf_value=0.00077074019043466414 0.00098228500399872285 0.0025424580423704856 0.001459519568110306 0.00096846009813896243 0.0025738553574218511 0.00044260110461974699 0.0006123573160661289 0.0021044012320315057 0.0022701501906282882 0.0015795028434582104 0.0012306048470584264 0.0018621832403072852 0.0013164100181021292 0.0021204980530434678 0.0020705715081109511 0.0014934039079189496 0.0010053541770324269 0.001897246245428762
leaf_weight=103 88 88 52 55 96 78 72 52 77 98 64 205 56 82 1539 73 55 70
leaf_count=103 88 88 52 55 96 78 72 52 77 98 64 205 56 82 1539 73 55 70
internal_value=0 0.00193323 0.00197992 0.00201272 0.00205245 0.000952234 0.00110617 0.00150991 0.00202949 0.00129714 0.00184668 0.00171205 0.00207255 0.00179446 0.00209612 0.00174786 0.0012264 0.00209282
internal_weight=0 2667 2564 2457 2277 336 258 180 2181 186 416 269 1765 138 1627 125 107 147
internal_count=3003 2667 2564 2457 2277 336 258 180 2181 186 416 269 1765 138 1627 125 107 147
is_linear=0
shrinkage=0.0032998


Tree=3343
num_leaves=11
num_cat=0
split_feature=39 0 45 14 9 3 1374 160 3 4
split_gain=0.544107 0.895167 0.829901 0.536957 0.638393 0.719447 0.624498 0.569232 0.446129 0.325952
threshold=0.10096000000000001 0.15312500000000004 0.08179500000000002 0.020750000000000005 0.087000000000000008 0.31819000000000003 -0.066939999999999986 -0.060659999999999992 -0.15327499999999997 0.41939500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -5 -2
right_child=9 -3 -4 8 -6 -7 7 -9 -10 -11
leaf_value=0.022979825159682457 -0.01103809630526526 0.027120900307468346 0.026693512124342816 0.027029588553580432 -0.012146962132089665 0.024728336416073377 -7.3713338507509394e-05 0.005817932854936838 0.0065108607675402295 0.0053200271332016769
leaf_weight=52 87 56 52 57 62 52 620 1844 64 57
leaf_count=52 87 56 52 57 62 52 620 1844 64 57
internal_value=0 0.00604466 0.00562294 0.00522401 0.00471874 0.00512663 0.00472079 0.00433473 0.0161916 -0.00455053
internal_weight=0 2859 2803 2751 2630 2568 2516 2464 121 144
internal_count=3003 2859 2803 2751 2630 2568 2516 2464 121 144
is_linear=0
shrinkage=0.16829


Tree=3344
num_leaves=26
num_cat=0
split_feature=1 4 123 12 4 1 1 12 11 158 4 4 3 133 43 123 13 1 51 1 16 16 4 15 4
split_gain=83.0844 11.9335 8.08096 6.39567 5.76476 4.27975 3.09105 1.90012 2.4852 1.86273 1.84253 1.51615 2.01229 1.30395 1.24008 1.11228 1.93655 1.08696 1.03309 0.971931 0.961266 0.502316 1.22314 0.321605 0.260763
threshold=0.10661000000000002 0.41377500000000006 1.0000000180025095e-35 0.085075000000000026 0.046185000000000004 0.13042000000000001 0.122715 0.11755500000000001 1.0000000180025095e-35 0.019155000000000002 0.24099500000000004 -0.082619999999999985 0.088880000000000015 -0.0078599999999999972 -0.07409499999999998 0.083715000000000026 -0.076534999999999992 0.09636500000000002 -1.0000000180025095e-35 0.14684500000000003 -0.50472499999999987 -0.011964999999999998 -0.47860499999999995 0.084100000000000022 0.008570000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 7 20 24 8 11 10 13 21 17 -6 -15 16 -2 -13 -10 -7 -3 23 -23 -1 -5
right_child=1 5 -4 6 9 19 -8 -9 18 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.0029035122642361061 0.000743981979699228 0.00063313056904527041 0.0014672932371230523 0.0024029385345737449 0.0016123723604093098 0.00030417915370635734 0.0012469878067542495 0.0018768684793054721 0.0032966603326090669 0.0024123862820336723 0.0013414030410463485 0.0024585181881353535 0.0017899980013646526 0.0018789692818142461 0.0025774322832439671 0.00064329789753630171 0.0015073879760270376 0.0019806101588610977 0.0027001283306914386 -0.00025923867690861012 0.0012414559776065921 0.0027780196671842936 0.0021931406850512428 0.0026470381838124132 0.0020650480293762023
leaf_weight=73 64 55 102 52 57 87 52 55 53 88 59 1191 55 56 56 60 84 55 82 54 59 76 82 243 53
leaf_count=73 64 55 102 52 57 87 52 55 53 88 59 1191 55 56 56 60 84 55 82 54 59 76 82 243 53
internal_value=0 0.00102074 0.00237687 0.00140343 0.00241753 0.000472816 0.00190646 0.00248413 0.0025016 0.00200328 0.00184523 0.00246864 0.00241011 0.00202091 0.00222852 0.00102358 0.0011775 0.00243745 0.00293458 8.81523e-05 0.000948275 0.00262924 0.0024747 0.0027064 0.00223272
internal_weight=0 620 2383 365 2281 255 157 1965 1910 316 228 1775 1301 169 112 208 148 1246 135 141 114 474 158 316 105
internal_count=3003 620 2383 365 2281 255 157 1965 1910 316 228 1775 1301 169 112 208 148 1246 135 141 114 474 158 316 105
is_linear=0
shrinkage=0.0032998


Tree=3345
num_leaves=13
num_cat=0
split_feature=49 1186 41 15 16 12 13 12 40 12 49 13
split_gain=0.596995 0.704907 0.627347 0.508216 1.34711 1.0811 0.962989 0.829405 0.712402 0.540525 0.443711 0.24552
threshold=-0.14731999999999998 0.086230000000000015 0.085175000000000015 -0.40166999999999992 -0.28430999999999995 -0.10468499999999999 -0.15325499999999995 -0.090314999999999993 -0.0020749999999999996 -0.079404999999999989 -0.2387 -0.41572999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 9 -5 11 -8 -9 -2 -1 -7
right_child=1 -3 -4 5 -6 6 7 8 -10 -11 -12 -13
leaf_value=0.0046555264738891459 -0.0019148071398904926 -0.012786235440969367 0.02062447551620409 0.028549727486181647 -0.020765941145703567 -0.00066414172423568112 -0.013274760660511404 0.020483289036306123 0.0069334753041725306 0.021688629378541022 -0.016705761891516315 -0.016185376221050703
leaf_weight=54 58 53 90 64 69 57 55 116 2143 52 56 59
leaf_count=54 58 53 90 64 69 57 55 116 2143 52 56 59
internal_value=0 0.00642671 0.0067959 0.00632962 -0.00232458 0.00695148 0.00638189 0.00713241 0.00763006 0.00922685 -0.00620298 -0.00857405
internal_weight=0 2816 2763 2673 179 2494 2430 2314 2259 110 110 116
internal_count=2926 2816 2763 2673 179 2494 2430 2314 2259 110 110 116
is_linear=0
shrinkage=0.16829


Tree=3346
num_leaves=15
num_cat=0
split_feature=13 42 151 13 9 13 16 393 43 13 43 15 16 1348
split_gain=0.555396 0.633441 0.532666 1.20341 0.526359 0.93521 0.769252 0.466879 0.882479 0.437143 0.572823 0.381182 0.790671 0.449266
threshold=0.24142000000000002 -0.11272999999999998 0.05680000000000001 -0.011809999999999999 -0.085474999999999982 -0.17030499999999998 -0.15190499999999998 0.084330000000000016 -0.011209999999999999 0.10188500000000002 -0.11158 0.10189000000000002 -0.0046349999999999994 0.083570000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 6 -6 9 -9 11 -11 13 -13 -7
right_child=1 -3 3 -5 5 7 -8 8 -10 10 -12 12 -14 -15
leaf_value=0.021645194866663074 0.0062223026666772732 -0.019159178640861599 0.0076153040007888792 -0.02420073037521946 -0.020459115410882214 0.0051319557688368446 0.0030337652707820855 -0.019126963987776021 0.009684555019095261 0.0051863154089859956 0.029048002788309948 0.021205597244472948 0.00090347696157843521 0.020001699861991018
leaf_weight=56 52 55 83 53 66 1973 89 55 61 56 54 127 89 57
leaf_count=56 52 55 83 53 66 1973 89 55 61 56 54 127 89 57
internal_value=0 -0.00680779 0.00529571 -0.00477064 0.00580662 0.00546832 -0.00695829 0.00624821 -0.0039609 0.00675161 0.0169162 0.00625301 0.0128485 0.00555035
internal_weight=0 107 2819 136 2683 2627 155 2472 116 2356 110 2246 216 2030
internal_count=2926 107 2819 136 2683 2627 155 2472 116 2356 110 2246 216 2030
is_linear=0
shrinkage=0.16499


Tree=3347
num_leaves=16
num_cat=0
split_feature=1 34 12 1 447 2 12 1 2 1 0 15 41 12 0
split_gain=26.0449 4.13985 3.40605 2.69412 2.30533 1.78109 1.40194 1.22214 1.11077 1.32977 1.52272 1.07746 0.813664 0.809797 0.806986
threshold=0.11561500000000001 -0.023104999999999997 -0.086254999999999984 0.13662500000000002 0.086460000000000023 0.12068000000000001 0.097910000000000011 0.10174000000000001 -0.080104999999999996 0.10661000000000002 -0.07718499999999999 -0.21242999999999998 0.079160000000000008 -0.038859999999999992 -0.14534499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 6 5 8 11 -1 -4 12 -11 -3 14 -5 -10
right_child=1 3 4 13 -6 -7 -8 -9 9 10 -12 -13 -14 -15 -16
leaf_value=0.0018736175027730588 0.00036857912386679351 0.0010878960083614204 0.0026608634917729161 0.0012755118934966185 0.0016260337433394673 0.0017400520256298079 0.0020594898721445283 0.0012271635445426257 0.0024631457844759485 0.0014848379204064088 0.0022413727115684393 0.001661647910939344 0.0018222865853396676 0.00077233053816174282 0.0022035089371082628
leaf_weight=84 53 59 57 66 84 95 54 52 143 61 56 92 58 75 1837
leaf_count=84 53 59 57 66 84 95 54 52 143 61 56 92 58 75 1837
internal_value=0 0.00122829 0.00213571 0.00135988 0.00216465 0.00218424 0.00160166 0.0016267 0.0022033 0.00219118 0.00184724 0.0014377 0.00221091 0.00100811 0.00222228
internal_weight=0 399 2527 346 2391 2307 205 136 2212 2155 117 151 2038 141 1980
internal_count=2926 399 2527 346 2391 2307 205 136 2212 2155 117 151 2038 141 1980
is_linear=0
shrinkage=0.0032998


Tree=3348
num_leaves=18
num_cat=0
split_feature=4 3 123 2 1 457 16 2 474 2 4 16 15 16 4 3 3
split_gain=36.9329 8.80584 4.92814 2.45753 2.17597 1.99955 1.61921 1.29552 1.21091 1.43643 1.0976 1.04787 1.12945 0.887201 0.663591 0.644807 0.33714
threshold=0.31392000000000003 0.28833000000000003 1.0000000180025095e-35 0.14290000000000003 0.13662500000000002 0.093880000000000019 -0.011849999999999998 -0.007134999999999999 0.088585000000000011 0.086545000000000025 -0.084384999999999988 -0.42170999999999997 -0.19153499999999998 -0.018754999999999997 -0.021269999999999997 -0.086659999999999987 0.11500500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 11 6 10 -4 9 -8 15 12 -2 -12 -10 -1 -6
right_child=4 -3 7 -5 16 -7 8 -9 14 -11 13 -13 -14 -15 -16 -17 -18
leaf_value=0.0022626452667522854 0.0014587315628445099 0.00084625641948715734 0.0010095205179938204 0.0013416722177326825 0.00019596588648516648 0.001525620262077541 0.0021159844982695407 0.0016597265928329225 0.0025209443080921744 0.0018186498940068257 0.0020873989614304473 0.00061879380524948989 0.00084977945101819561 0.0024739489648599611 0.0020263717257811135 0.0026636436494924904 0.00057131381043377071
leaf_weight=207 63 72 52 52 53 72 281 95 63 489 1056 63 71 70 58 57 52
leaf_count=207 63 72 52 52 53 72 281 95 63 489 1056 63 71 70 58 57 52
internal_value=0 0.00198516 0.00201728 0.00205316 0.000766404 0.00206887 0.002086 0.00142996 0.00197572 0.0019272 0.00215667 0.00097101 0.00113634 0.00211146 0.00228417 0.00234936 0.000382188
internal_weight=0 2624 2552 2405 302 2353 2281 147 891 770 1390 197 134 1126 121 264 105
internal_count=2926 2624 2552 2405 302 2353 2281 147 891 770 1390 197 134 1126 121 264 105
is_linear=0
shrinkage=0.0032998


Tree=3349
num_leaves=23
num_cat=0
split_feature=4 3 39 3 10 3 0 4 51 3 0 15 3 0 0 43 40 4 3 0 123 15
split_gain=52.1815 18.0825 13.3267 3.59114 3.1662 3.16141 1.93865 1.79445 2.78282 1.40304 1.31775 1.14036 0.966131 0.896347 0.891989 1.90442 0.755709 0.699489 0.687296 3.50287 0.559588 0.475172
threshold=0.31392000000000003 0.28833000000000003 0.0047850000000000011 -0.13827999999999999 -1.0000000180025095e-35 -0.076289999999999983 -0.17862999999999998 -0.060239999999999995 -0.070054999999999992 0.088880000000000015 -0.029849999999999998 0.096540000000000015 -0.012814999999999998 -0.062109999999999992 -0.069074999999999984 -0.078949999999999979 -0.04476999999999999 -0.077044999999999988 -0.12711499999999995 -0.10934999999999999 0.081180000000000016 0.087670000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 -4 14 -5 10 -9 12 11 -7 -10 20 18 -16 -8 -17 -1 -20 -6 -21
right_child=3 -3 4 6 13 7 16 8 9 -11 -12 -13 -14 -15 15 17 -18 -19 19 21 -22 -23
leaf_value=0.0022720970971449777 0.00098905870448678284 0.00014496021333841935 0.00034053742047161572 0.00065462983848216531 0.0016894705210451484 0.0025241018120811939 -0.00026462576729659068 0.0010836622466964421 0.0017234758221727035 0.0012916589923139897 0.0015894128317959662 0.0018992781261388514 0.0022121186738622059 0.00091904006162318267 0.0014350880061020062 0.002186269660771433 0.00016916086745695063 0.0017092105450332187 0.00117982218717147 0.0020604727659097894 0.0012036521486318409 0.0019215823782589667
leaf_weight=97 69 72 54 58 52 53 85 97 219 68 72 82 56 54 101 99 90 52 57 886 53 400
leaf_count=97 69 72 54 58 52 53 85 97 219 68 72 82 56 54 101 99 90 52 57 886 53 400
internal_value=0 0.00177633 0.00182234 0.000327749 0.00103178 0.00189431 0.000131759 0.00169774 0.00157812 0.00171785 0.00195182 0.00214484 0.00182311 0.00126632 0.00196946 0.00178704 -4.13342e-05 0.00202222 0.00200136 0.00198178 0.00144458 0.0020173
internal_weight=0 2624 2552 302 213 2339 233 647 440 343 207 135 275 159 1692 252 175 151 1440 1343 105 1286
internal_count=2926 2624 2552 302 213 2339 233 647 440 343 207 135 275 159 1692 252 175 151 1440 1343 105 1286
is_linear=0
shrinkage=0.0032998


Tree=3350
num_leaves=26
num_cat=0
split_feature=1 1 3 1 15 15 15 3 15 43 52 124 3 16 3 3 403 43 3 48 1 16 13 43 2
split_gain=52.8393 7.50286 6.87777 3.42979 2.89046 2.25189 2.50684 1.95174 1.70996 1.87195 1.64678 1.50242 1.33742 1.32983 1.30623 1.18746 0.872223 0.8678 0.735088 0.672957 0.627053 0.604803 0.723982 0.556629 0.480536
threshold=0.11657000000000002 0.095920000000000019 -0.031895 0.13472500000000001 -0.083859999999999976 0.039965000000000007 -0.14051999999999998 -0.11017499999999998 -0.035654999999999992 -0.073079999999999992 -0.062309999999999997 -0.048219999999999992 -0.13392999999999997 -0.40430999999999989 -0.0063699999999999989 0.11745500000000002 0.057585000000000004 -0.082204999999999986 -0.11151499999999999 0.099800000000000014 0.091600000000000015 -0.11400999999999999 -0.09219999999999999 -0.011209999999999999 0.12623500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 4 24 6 19 -8 9 -3 -5 -9 -7 -12 -4 -16 17 -13 -10 -1 21 -14 -23 -24 -2
right_child=3 2 14 10 -6 12 7 11 18 -11 13 16 20 -15 15 -17 -18 -19 -20 -21 -22 22 23 -25 -26
leaf_value=0.0025609622490103084 0.0004217895327032339 0.0020795765107063553 0.00082133854003066484 -5.2505230983701939e-05 0.0014288512327154208 0.0026324994509744392 0.0014589234376145993 0.001406810163265614 0.0025063581996773165 0.001221699837137762 0.00035731053285343738 0.0021504282978285832 0.0017733533550020853 0.0010005956002388098 0.0016200605994435261 0.00099448647350926125 0.0015745112064866982 0.0019247988678481164 0.0020007618318698727 0.0020856174703387498 0.0024505982836233475 0.0024874734915324324 0.0020283046903993951 0.0022121496896271632 0.00086390996841662602
leaf_weight=86 54 60 77 59 97 67 97 52 61 52 94 314 52 56 80 57 53 471 67 54 70 63 388 349 54
leaf_count=86 54 60 77 59 97 67 97 52 61 52 94 314 52 56 80 57 53 471 67 54 70 63 388 349 54
internal_value=0 0.00198214 0.00159689 0.000711727 0.00101511 0.00206479 0.00196363 0.00190484 0.00198061 0.00168159 0.000413984 0.0019534 0.00218002 0.000597705 0.00116637 0.00136004 0.00198727 0.0020151 0.00224199 0.00237787 0.0021471 0.00212213 0.00214475 0.00211541 0.000643176
internal_weight=0 2570 454 414 205 2116 1127 987 240 112 209 890 989 150 214 137 838 785 128 140 922 852 800 737 108
internal_count=2984 2570 454 414 205 2116 1127 987 240 112 209 890 989 150 214 137 838 785 128 140 922 852 800 737 108
is_linear=0
shrinkage=0.0032998


Tree=3351
num_leaves=14
num_cat=0
split_feature=9 9 9 3 52 16 4 3 2 42 0 4 15
split_gain=2.25396 1.10198 0.800111 0.875564 0.936452 1.03993 1.08864 0.724208 0.70168 0.933612 0.872575 0.444641 0.315257
threshold=0.093040000000000012 -0.074484999999999982 1.0000000180025095e-35 0.35004500000000011 0.08321000000000002 0.092980000000000021 -0.096364999999999992 -0.087169999999999984 0.080495000000000011 0.11517500000000001 -0.23028499999999999 0.070065000000000016 -0.080264999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 6 -6 -8 11 10 -10 12 -3
right_child=-2 2 -4 -5 5 -7 7 -9 9 -11 -12 -13 -14
leaf_value=-0.009615697309907011 -0.025081610355424385 0.023540104603842246 0.028632638448162516 -0.011085609566644894 0.03769079229876484 -0.0082505191010131367 0.0058458212162887007 0.017131955082611294 -0.0099529678848598799 -0.012152473621394334 0.0081990125183478164 0.028204618196398371 0.0097396509174969021
leaf_weight=82 54 55 65 56 60 54 218 622 80 76 1181 53 328
leaf_count=82 54 55 65 56 60 54 218 622 80 76 1181 53 328
internal_value=0 0.00960723 0.0101613 0.00972927 0.0101574 0.0144111 0.0157728 0.0142051 0.00786755 0.00595334 0.007046 0.0137334 0.0117261
internal_weight=0 2930 2848 2783 2727 954 900 840 1773 1337 1261 436 383
internal_count=2984 2930 2848 2783 2727 954 900 840 1773 1337 1261 436 383
is_linear=0
shrinkage=0.16829


Tree=3352
num_leaves=28
num_cat=0
split_feature=4 3 3 43 3 11 3 43 13 4 15 150 15 39 16 16 2 4 43 15 4 3 15 3 43 15 2
split_gain=56.958 19.9902 8.43768 10.7788 4.09701 3.92266 3.32314 2.42977 4.47779 2.08567 2.0751 1.631 1.50392 2.22455 2.13711 1.32901 1.46929 1.18362 1.09457 1.08391 1.2796 2.44843 0.828421 0.772522 0.66982 0.443723 0.511833
threshold=0.31392000000000003 -0.066229999999999997 0.28833000000000003 -0.043814999999999993 0.35004500000000011 1.0000000180025095e-35 -0.13827999999999999 -0.116045 -0.021089999999999994 0.052250000000000012 0.039965000000000007 0.084475000000000008 -0.43091499999999999 0.087485000000000021 -0.53592999999999991 -0.020389999999999995 0.092385000000000009 -0.49010499999999996 -0.068344999999999989 -0.10566999999999999 -0.14595999999999995 0.084670000000000009 -0.065419999999999992 -0.079224999999999976 -0.070414999999999991 0.10189000000000002 0.089945000000000011
decision_type=2 2 2 2 2 2 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 12 6 -1 -3 -9 15 17 19 13 -2 -14 25 23 -7 -18 -5 -21 -22 24 -17 -11 26 -8
right_child=4 2 -4 11 -6 10 9 8 -10 22 -12 -13 14 -15 -16 16 18 -19 -20 20 21 -23 -24 -25 -26 -27 -28
leaf_value=0.0016602973501848698 0.0017806632023278518 0.0019961371778419229 0.00079899615392260378 0.0028179394706842782 0.00014343079279746898 0.002409411618011508 0.0026501124220357046 0.0018080709092819897 0.00071261219515600176 0.0025517577497219447 0.0034950884288405359 0.0017822634533551835 0.0012625204883070075 0.0009020480184983975 0.00043700089168045034 0.0025731636330912876 0.0023565232723978115 0.0030811302088665357 0.0017537924466249839 0.0026446197314930575 0.0024009110095185235 0.0015574960583654145 0.0019473738591396809 0.0021520580228526266 0.002069803204745741 0.0028874906419205683 0.0024378913626473668
leaf_weight=52 63 59 71 60 63 59 688 75 89 84 61 52 67 63 70 406 92 57 52 93 137 52 84 55 52 71 157
leaf_count=52 63 59 71 60 63 59 688 75 89 84 61 52 67 63 70 406 92 57 52 93 137 52 84 55 52 71 157
internal_value=0 0.00236151 0.00187708 0.00200108 0.000899898 0.00253068 0.0024843 0.00142094 0.0012138 0.00250889 0.00300029 0.00232934 0.00108097 0.00134164 0.000840979 0.00255248 0.00243169 0.00273978 0.00213912 0.00241242 0.00232601 0.00216905 0.0022074 0.002523 0.00236774 0.00263221 0.00261072
internal_weight=0 2658 688 617 326 1970 1793 223 164 1741 177 394 263 126 137 1521 605 116 144 342 282 189 220 461 136 916 845
internal_count=2984 2658 688 617 326 1970 1793 223 164 1741 177 394 263 126 137 1521 605 116 144 342 282 189 220 461 136 916 845
is_linear=0
shrinkage=0.0032998


Tree=3353
num_leaves=23
num_cat=0
split_feature=4 2 12 15 2 12 11 12 0 2 15 16 2 15 0 12 39 12 16 16 12 47
split_gain=95.5426 23.6833 14.5378 4.44275 4.14126 3.53754 3.24564 3.09791 2.60766 3.58968 2.39839 4.26926 2.33038 2.00646 3.65059 3.18683 1.71617 1.12435 1.09696 0.814106 0.588915 0.337211
threshold=0.31392000000000003 0.13388500000000003 -1.0000000180025095e-35 0.039965000000000007 0.11152000000000002 -0.19698999999999997 0.077330000000000024 0.090745000000000006 -0.055084999999999988 0.094985000000000014 -0.43587999999999999 -0.52819999999999989 0.153865 -0.14051999999999998 -0.11073999999999999 0.09253500000000002 0.087620000000000017 0.082165000000000016 -0.094854999999999981 0.054560000000000004 0.084175000000000014 0.092930000000000013
decision_type=2 2 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 13 -2 17 -6 9 -1 16 -12 -3 21 18 -16 -7 -5 -15 20 -19 -4
right_child=5 12 3 6 7 10 -8 -9 -10 -11 11 -13 -14 14 15 -17 -18 19 -20 -21 -22 -23
leaf_value=0.0019413289209615019 -0.00067379297243849029 0.00099593154736551124 0.0026509157620925538 0.0027013772585599404 0.00084725704678958785 0.001002677213395553 0.0031117318252295643 0.0018452597813494996 0.00064650678820515266 0.0010232252918892244 0.00046797035760102638 -0.0006402406457270192 8.7514403231344625e-05 0.0017791553740865329 0.0022478565522961401 0.0018149183103616765 0.00020919411884200701 0.0019310904009975259 0.0011189300710388386 0.0018311975730567239 0.0022820109545112779 0.002299974160016286
leaf_weight=92 53 70 64 61 52 60 52 98 53 94 87 67 55 59 574 275 59 57 52 52 837 61
leaf_count=92 53 70 64 61 52 60 52 98 53 94 87 67 55 59 574 275 59 57 52 52 837 61
internal_value=0 0.00199905 0.00206825 0.00214897 0.00201427 0.000106164 0.00230602 0.00149952 0.00129339 0.00147753 0.000257713 -1.39446e-05 0.00059651 0.0020854 0.00203399 0.00210766 0.000609566 0.00226438 0.00147018 0.00223616 0.00225968 0.00247994
internal_weight=0 2658 2533 2294 1235 326 1059 150 239 186 273 154 125 1085 960 849 119 1007 111 946 894 125
internal_count=2984 2658 2533 2294 1235 326 1059 150 239 186 273 154 125 1085 960 849 119 1007 111 946 894 125
is_linear=0
shrinkage=0.0032998


Tree=3354
num_leaves=21
num_cat=0
split_feature=4 2 150 0 0 15 39 15 2 0 15 15 4 403 159 11 130 15 150 0
split_gain=53.37 15.7949 9.13597 6.49652 3.67566 3.43791 4.32035 2.45744 2.26473 2.25715 1.99506 3.83069 2.36608 1.79883 1.01045 0.963402 0.962188 0.873045 0.437971 0.233693
threshold=0.31392000000000003 0.13388500000000003 0.082085000000000019 -0.11327499999999999 -0.076589999999999978 -0.14151499999999997 0.0039300000000000003 0.033605000000000003 0.15205000000000002 -0.11073999999999999 -0.43091499999999999 -0.2987999999999999 0.51326500000000019 0.052650000000000009 0.10575500000000002 0.077330000000000024 -0.076549999999999993 -0.097454999999999986 0.10233000000000002 -0.095724999999999991
decision_type=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 18 19 7 9 -3 -7 12 -12 -2 -11 -14 16 -9 -13 -5 -1
right_child=10 8 3 4 -6 6 -8 15 -10 13 11 17 14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0029775692064206842 0.0016578521384748124 0.0015350863795952809 0.00099996237587531077 0.0026295147595180985 0.0014205476985912487 0.0017541362940719691 0.0016650148685306073 0.0028678206418190377 0.00064511126949895437 0.0023484158730279602 -0.0001534110815294337 0.0012362019960531149 0.0011246008265152934 0.0017975883354778917 0.00047847247013981084 0.0029238323930149673 0.002433297578759732 0.00065227854278211586 0.0022356145088989567 0.0027065290260602452
leaf_weight=83 54 64 88 52 63 91 99 60 61 782 53 52 54 71 52 52 942 61 82 68
leaf_count=83 54 64 88 52 63 91 99 60 61 782 53 52 54 71 52 52 942 61 82 68
internal_value=0 0.00224667 0.00230319 0.00174615 0.00207929 0.0023738 0.00233907 0.00237246 0.00110106 0.00224977 0.000831839 0.000577956 0.00109502 0.00230261 0.000807965 0.0024823 0.00245935 0.000921298 0.00238873 0.00285574
internal_weight=0 2658 2533 285 197 2248 2097 1998 125 944 326 166 160 853 106 1054 1002 113 134 151
internal_count=2984 2658 2533 285 197 2248 2097 1998 125 944 326 166 160 853 106 1054 1002 113 134 151
is_linear=0
shrinkage=0.0032998


Tree=3355
num_leaves=23
num_cat=0
split_feature=1 1 16 39 4 52 47 52 1 1 41 1453 42 1 47 43 1 16 16 4 50 4
split_gain=72.2411 15.0468 7.29749 4.22879 3.18112 3.085 2.97743 1.92838 1.92521 1.62674 1.58046 1.91221 1.29492 1.29438 1.19097 1.42787 1.13834 1.04142 0.824676 0.623848 0.534395 0.505374
threshold=0.10404000000000001 0.12448500000000001 0.12992000000000004 0.0047850000000000011 0.082475000000000007 0.042815000000000006 0.11224000000000002 0.087400000000000019 0.088035000000000016 0.13686500000000004 0.075585000000000013 -0.040249999999999987 0.088185000000000013 0.090485000000000024 1.0000000180025095e-35 -0.051834999999999992 0.099250000000000019 0.27192500000000003 -0.15693499999999996 0.015030000000000002 0.11515000000000002 0.38865500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 10 -6 9 14 -5 -3 11 -1 13 17 15 -2 -15 -13 -11 20 -14 -17
right_child=1 6 -4 8 5 -7 -8 -9 -10 18 -12 12 19 16 -16 21 -18 -19 -20 -21 -22 -23
leaf_value=0.0017323500558100301 0.00041290142273669252 0.00050339466971194584 0.0021629098725799321 0.0019049909421743026 0.0012535764182408013 0.0021896468549220606 0.00097950995246654871 0.0015564740430458219 0.001058343879983238 0.00014718255193754963 0.0026423767977896769 0.0023313838559604863 0.0021583775584415672 0.0017997364139462032 0.0013588405960233379 0.00079619869409272809 0.0023692937383128941 0.0018914755815212239 -0.00036778304236589996 0.001750185843003944 0.0018560843352907112 0.0012486974091894599
leaf_weight=98 66 83 87 66 79 75 58 70 53 76 86 1051 430 112 54 53 59 63 61 59 77 56
leaf_count=98 66 83 87 66 79 75 58 70 53 76 86 1051 430 112 54 53 59 63 61 59 77 56
internal_value=0 0.000899807 0.00132139 0.00213501 0.00216798 0.00170968 0.000314315 0.00107642 0.00152821 0.000138786 0.00220265 0.00218322 0.00220708 0.0022653 0.00092952 0.000796843 0.00199646 0.00230654 -8.18516e-05 0.00207483 0.00211254 0.001029
internal_weight=0 664 386 2308 2189 154 278 299 119 220 2035 1949 1851 1285 229 175 171 1114 137 566 507 109
internal_count=2972 664 386 2308 2189 154 278 299 119 220 2035 1949 1851 1285 229 175 171 1114 137 566 507 109
is_linear=0
shrinkage=0.0032998


Tree=3356
num_leaves=14
num_cat=0
split_feature=9 13 1453 483 40 41 47 129 157 12 129 0 43
split_gain=1.2075 1.68955 0.792395 1.19302 0.732351 0.580385 0.665847 0.416942 0.547973 0.323086 0.282369 0.255243 0.155368
threshold=-1.0000000180025095e-35 -0.17030499999999998 -0.051044999999999993 -0.070084999999999981 -0.085759999999999989 0.075585000000000013 0.11414000000000001 0.088210000000000011 -0.081534999999999982 0.086535000000000015 0.097760000000000027 -0.13165999999999997 -0.066289999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 3 -3 -4 6 7 8 -6 -7 -9 -2 -8
right_child=1 2 4 -5 5 9 12 10 -10 -11 -12 -13 -14
leaf_value=-0.0044261276796875989 -0.0092860167889221371 0.017127597071556103 -0.00064954187876877314 -0.01648415295635983 0.025105363087801535 0.03438306603187069 0.0093310522771003213 0.0009321882895695319 0.016268089054000227 0.017165481445338561 0.014876560692597861 0.004320937556436511 -0.0032494105441291696
leaf_weight=99 79 67 72 54 223 78 57 77 1894 52 89 77 54
leaf_count=99 79 67 72 54 223 78 57 77 1894 52 89 77 54
internal_value=0 0.0144636 0.0154416 0.00211246 0.0160622 0.0165396 0.0159431 0.0165622 0.0171998 0.0275099 0.00841921 -0.00255825 0.00319464
internal_weight=0 2873 2717 121 2596 2524 2394 2283 2117 130 166 156 111
internal_count=2972 2873 2717 121 2596 2524 2394 2283 2117 130 166 156 111
is_linear=0
shrinkage=0.16829


Tree=3357
num_leaves=14
num_cat=0
split_feature=4 14 16 39 4 1453 15 13 393 393 474 39 15
split_gain=1.41806 0.837812 2.09572 0.790389 0.569238 0.641163 0.963473 0.568675 0.520363 0.630595 0.597022 0.426108 0.168978
threshold=0.27258000000000004 -0.40567999999999999 -0.44388499999999992 0.10096000000000001 -0.51843499999999987 -0.051044999999999993 -0.069814999999999988 -0.16392499999999996 0.10541500000000002 0.084330000000000016 0.023345000000000001 0.08252000000000001 -0.18498499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 11 4 -1 6 -6 -7 9 10 -9 12 -3
right_child=1 2 -4 -5 5 7 -8 8 -10 -11 -12 -13 -14
leaf_value=0.030105178848282892 0.015535632252268738 0.0064900562142132237 -0.030845336818875368 -0.0048061860298069048 0.017149550911598907 0.00015285864329570988 -0.012966071344684228 0.012989120242800982 0.030085028965579703 -0.0033630602804117895 0.021083735731563517 0.016327814700337548 -0.005960666726412542
leaf_weight=56 86 54 61 70 56 87 65 1886 56 60 300 63 72
leaf_count=56 86 54 61 70 56 87 65 1886 56 60 300 63 72
internal_value=0 0.00120371 -0.00371929 0.0128185 0.0133 0.0129243 0.00095689 0.0135297 0.0140345 0.0136335 0.0141008 0.00502618 -0.000610384
internal_weight=0 336 250 2636 2566 2510 121 2389 2302 2246 2186 189 126
internal_count=2972 336 250 2636 2566 2510 121 2389 2302 2246 2186 189 126
is_linear=0
shrinkage=0.16829


Tree=3358
num_leaves=24
num_cat=0
split_feature=1 0 1453 0 3 483 3 2 48 2 52 12 52 2 0 13 13 481 483 1455 3 15 0
split_gain=0.857879 0.945682 0.917142 0.86494 0.763666 0.920196 0.992395 0.840809 0.852837 1.38725 0.762009 0.989382 0.646662 0.57225 1.04126 0.47352 0.426854 0.485035 0.437609 0.446715 0.250026 0.262546 0.322268
threshold=0.088010000000000019 -0.15445999999999996 -0.040249999999999987 0.060910000000000006 -0.047774999999999991 0.089065000000000019 -0.018854999999999997 0.14744000000000002 0.087730000000000016 0.10605000000000002 -0.070529999999999995 0.086535000000000015 -0.42198999999999992 -0.0098549999999999974 -0.21196999999999996 0.049070000000000009 -0.11760499999999999 -0.086854999999999988 0.09641000000000001 -1.0000000180025095e-35 -0.082824999999999982 0.099260000000000015 -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 2
left_child=1 -1 -3 16 10 6 -6 8 13 -10 12 -12 -2 -8 -15 20 -4 -18 19 -19 -13 22 -22
right_child=4 2 3 -5 5 -7 7 -9 9 -11 11 15 -14 14 -16 -17 17 18 -20 -21 21 -23 -24
leaf_value=0.02912234072602659 0.010276251412570414 -0.0059339679260443472 0.027264613608994643 -0.0064539529717245461 -0.020924272956903703 0.020838057906598439 -0.0012171686235474897 -0.015106622562399417 -0.025910919760006961 0.0080332694221631404 -0.013970688427691462 0.019050627011622124 0.030241943224457411 -0.0040153664156819162 0.023675563030074783 -0.0044136033079961194 0.027400710088344774 -0.0028234752559309004 -0.00046833893964474927 0.012744388903674606 0.010993174107042579 0.018318096804797662 -0.0036666889165312151
leaf_weight=81 101 84 52 68 58 61 79 67 55 81 57 92 79 52 127 58 54 52 79 1299 112 60 64
leaf_count=81 101 84 52 68 58 61 79 67 55 81 57 92 79 52 127 58 54 52 79 1299 112 60 64
internal_value=0 0.0116949 0.0108576 0.0117381 0.00598009 0.00166814 -0.000581578 0.00197399 0.00488303 -0.00568121 0.0099916 0.00630752 0.0190488 0.0104586 0.0156214 0.00930653 0.0125446 0.0120276 0.0114459 0.0121439 0.011738 0.00887989 0.00565231
internal_weight=0 1769 1688 1604 1203 580 519 461 394 136 623 443 180 258 179 386 1536 1484 1430 1351 328 236 176
internal_count=2972 1769 1688 1604 1203 580 519 461 394 136 623 443 180 258 179 386 1536 1484 1430 1351 328 236 176
is_linear=0
shrinkage=0.16499


Tree=3359
num_leaves=27
num_cat=0
split_feature=34 10 2 133 0 52 0 16 1 2 50 16 2 12 2 0 3 50 42 3 133 42 3 3 133 12
split_gain=0.609475 1.23114 0.665876 1.137 0.720385 0.703535 1.16521 1.15016 0.867053 1.27415 0.647472 0.584677 0.581062 1.54899 0.796982 0.579808 0.679095 0.448108 0.445215 0.381124 0.447445 0.380436 0.371377 0.575186 0.422729 0.0947819
threshold=-0.066379999999999981 -0.010699999999999999 0.08784500000000002 0.035950000000000003 -0.049024999999999992 -0.41694999999999993 0.056895000000000008 0.24624500000000002 0.13205500000000003 0.12750000000000003 0.11875500000000001 0.23074000000000003 -0.0098549999999999974 0.080635000000000012 0.083310000000000009 -0.082634999999999986 -0.091694999999999985 0.08981500000000002 0.11424500000000001 -0.081574999999999995 0.090255000000000016 0.083725000000000008 -0.086424999999999988 -0.083414999999999975 -0.010344999999999998 0.095330000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 5 11 25 7 8 9 -7 12 18 -2 14 -14 22 -17 -18 19 21 -21 -5 24 -24 -15 -4
right_child=2 -3 3 4 -6 6 -8 -9 -10 -11 -12 -13 13 15 -16 16 17 -19 -20 20 -22 -23 23 -25 -26 -27
leaf_value=0.013816491536398065 -0.0011928517170223495 -0.019421779213719945 0.018106565434901554 0.016117281268405153 0.028108646645611392 0.0042712866426247364 -0.022342967728192185 -0.01925518234484697 0.018447491256509536 -0.020548392731726865 -0.0059994139246315652 -0.0026486333799839242 0.04414502991871562 0.010714488087058976 0.017457168806404039 0.028685343607590352 0.016126923498799191 0.0027539899005868495 -0.00082039451315152117 0.029233420853791096 0.013177323814003147 0.0021013914206909124 0.019276707760917708 0.0063677682886070126 -0.0037726287208061137 0.0089922503469195905
leaf_weight=55 86 62 64 96 60 551 54 60 95 60 57 88 56 89 62 81 214 95 64 69 135 108 131 293 129 58
leaf_count=55 86 62 64 96 60 551 54 60 95 60 57 88 56 89 62 81 214 95 64 69 135 108 131 293 129 58
internal_value=0 -0.00378219 0.00811936 0.0058694 0.0112494 0.00232657 0.000619271 0.00224027 0.00406953 0.00183118 0.0108361 0.00943999 0.0116139 0.0125731 0.0301372 0.0105631 0.0154866 0.0120211 0.0116975 0.0136653 0.0186165 0.00870557 0.00756955 0.0103602 0.00213392 0.0137877
internal_weight=0 117 2855 1562 620 942 820 766 706 611 1293 560 1236 1150 118 1032 390 309 472 408 204 204 642 424 218 122
internal_count=2972 117 2855 1562 620 942 820 766 706 611 1293 560 1236 1150 118 1032 390 309 472 408 204 204 642 424 218 122
is_linear=0
shrinkage=0.161755


Tree=3360
num_leaves=15
num_cat=0
split_feature=1 13 402 0 0 160 40 9 47 47 151 2 0 42
split_gain=1.16654 1.0706 0.950077 0.922119 0.784664 0.464969 0.488191 0.417043 0.617128 0.670921 0.634341 0.892631 0.5483 0.284845
threshold=0.12072500000000001 0.23637000000000002 0.13174500000000003 -0.00077999999999999999 -0.13619499999999998 -0.061914999999999991 -0.034699999999999988 0.08542000000000001 0.09550500000000002 0.085385000000000016 -0.149085 -1.0000000180025095e-35 -0.078244999999999995 0.087825000000000014
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 13 -10
right_child=3 -3 -4 -5 5 6 -8 -9 12 -11 11 -13 -14 -15
leaf_value=0.024055004970207895 -0.016581888608590958 0.024472811733598877 -0.01343600009947437 -0.022254649960902675 -0.0073437342036916063 -0.00078196388785694649 0.018289188022350033 0.021856080298134493 -0.0026146780936080727 0.023720751938751571 -0.013144327534602485 0.0075104502776467755 -0.015609352629090174 0.012745086718524914
leaf_weight=63 56 103 63 58 56 64 93 56 81 74 61 2006 58 59
leaf_count=63 56 103 63 58 56 64 93 56 81 74 61 2006 58 59
internal_value=0 0.00764854 0.00696044 -0.00300718 0.00113615 0.00580285 0.0105035 0.00748394 0.00714812 0.00795679 0.00740827 0.00690003 -0.0018443 0.00384553
internal_weight=0 2624 2521 327 269 213 157 2458 2402 2204 2130 2067 198 140
internal_count=2951 2624 2521 327 269 213 157 2458 2402 2204 2130 2067 198 140
is_linear=0
shrinkage=0.16829


Tree=3361
num_leaves=23
num_cat=0
split_feature=4 3 3 2 4 3 49 0 4 150 4 150 47 4 0 150 3 4 402 0 11 3
split_gain=50.9589 18.746 8.6625 4.43271 4.3405 4.3627 3.88186 3.27003 3.21365 3.43237 2.0373 1.62909 1.20182 1.4014 2.06249 1.14023 1.03065 1.01068 0.893853 0.670639 0.532746 0.386863
threshold=0.31392000000000003 -0.063264999999999988 0.28833000000000003 0.14073000000000005 -0.055754999999999992 0.057935000000000007 -0.054319999999999993 -0.14920999999999998 -9.4999999999999992e-05 0.084555000000000019 0.043640000000000005 0.084525000000000003 0.11002500000000003 -0.17568999999999999 -0.060094999999999989 0.081245000000000026 -0.022704999999999996 0.08920500000000002 0.12837500000000004 -0.105195 0.087090000000000015 -0.020759999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 15 5 -3 11 -8 16 10 -10 -1 13 20 18 19 -6 -12 -15 -2 -9 -21
right_child=3 2 -4 -5 8 -7 7 12 9 -11 17 -13 -14 14 -16 -17 -18 -19 -20 21 -22 -23
leaf_value=0.0014498241780027132 0.0012498474191631522 0.0016229049090946679 0.00072484261200053864 0.00026479841372487164 0.001706843997803884 0.0028013803811558851 0.0032476327241782372 0.0030823971923875692 0.0026297106131524333 0.0012049928675495376 0.0015869848578027397 0.002181890363772105 0.0020529112917199045 0.0024951315286406324 0.0019713793715821024 0.0015157954586477547 0.0011206629686744262 0.0021611604134578574 0.0020589432083516399 0.0010297432032024185 0.0026042266412661902 0.00063367736879531256
leaf_weight=52 72 52 74 86 53 101 59 53 67 52 57 93 78 1460 93 64 87 83 54 56 52 53
leaf_count=52 72 52 74 86 53 101 59 53 67 52 57 93 78 1460 93 64 87 83 54 56 52 53
internal_value=0 0.00228414 0.00178578 0.000909861 0.00192794 0.00240108 0.00244058 0.00248142 0.00174642 0.00196444 0.00215505 0.0019196 0.00245615 0.0024745 0.00245021 0.00113615 0.00134283 0.00192764 0.0024796 0.00100171 0.00284592 0.000837484
internal_weight=0 2620 626 331 552 153 1994 1849 399 259 207 145 1790 1712 1607 245 140 140 1514 181 105 109
internal_count=2951 2620 626 331 552 153 1994 1849 399 259 207 145 1790 1712 1607 245 140 140 1514 181 105 109
is_linear=0
shrinkage=0.0032998


Tree=3362
num_leaves=11
num_cat=0
split_feature=2 1348 151 39 13 43 4 42 12 43
split_gain=0.930167 0.617935 0.787172 0.558349 0.705196 1.03832 0.79408 0.521829 0.455972 0.218914
threshold=0.31260000000000004 0.084895000000000012 0.12207000000000001 0.11334500000000002 0.17888000000000001 -0.17773999999999998 -0.39175499999999991 -0.09361499999999999 0.095230000000000023 -0.49922499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 -7 -6
right_child=-2 -3 -4 -5 9 6 7 -9 -10 -11
leaf_value=-0.015393662803606781 -0.014537599761920249 -0.0088416969662286921 0.027224119750156657 -0.0084505196115644172 0.027231192707757281 0.024974344347510682 0.015226858150749263 0.0060235377384245678 0.0069584933009440506 0.013596367482094472
leaf_weight=55 54 63 55 60 56 107 182 2182 60 77
leaf_count=55 54 63 55 60 56 107 182 2182 60 77
internal_value=0 0.00730693 0.00766654 0.00727883 0.00762658 0.00702292 0.00751075 0.00673283 0.0185121 0.0193506
internal_weight=0 2897 2834 2779 2719 2586 2531 2364 167 133
internal_count=2951 2897 2834 2779 2719 2586 2531 2364 167 133
is_linear=0
shrinkage=0.16499


Tree=3363
num_leaves=21
num_cat=0
split_feature=3 15 2 3 0 15 49 0 13 52 52 0 2 0 3 0 13 0 0 13
split_gain=26.3229 13.6587 6.91408 4.44614 2.73506 2.52737 2.21514 2.5234 2.03927 1.81948 2.36736 1.52349 1.4954 1.48279 1.23338 1.17348 0.960549 1.33709 0.612173 0.327809
threshold=0.28833000000000003 -0.26361999999999991 0.12068000000000001 -0.026279999999999998 -0.07106999999999998 0.015700000000000002 -0.047859999999999993 -0.14164999999999997 -0.035924999999999992 0.048245000000000003 -0.090084999999999985 -0.040094999999999992 0.093470000000000011 -0.095324999999999979 -0.020049999999999995 -0.11167499999999998 0.076825000000000018 -0.064994999999999983 0.10446500000000002 -0.084924999999999987
decision_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 6 -4 9 8 -8 19 10 -5 -6 -12 -1 -15 -2 17 -9 -18 -3
right_child=15 2 4 5 11 -7 7 16 -10 -11 12 -13 -14 14 -16 -17 18 -19 -20 -21
leaf_value=0.0014776821632190582 0.00069240600693371783 0.0017576872803196802 0.00066589923462938793 0.0019170099562309272 0.0019054149643101621 0.0022515155582150189 0.0026449004469578257 0.0020527222725747999 0.0011417776571771322 0.0020699149972079459 0.001476362586051731 0.0011580877238015956 0.00088718034570970739 0.0010946440107995118 0.00044604424120554576 8.5959010091918222e-05 0.0021242293440739564 0.001710062525872416 0.0024932945408035387 0.0021253123782444712
leaf_weight=52 75 58 52 79 67 67 82 1455 53 60 117 54 79 75 56 65 137 137 79 52
leaf_count=52 75 58 52 79 67 67 82 1455 53 60 117 54 79 75 56 65 137 137 79 52
internal_value=0 0.00187746 0.00193817 0.00198313 0.00129998 0.00166531 0.00204534 0.00207725 0.00167513 0.00154796 0.00143395 0.00157219 0.00123907 0.00100539 0.000817649 0.000411093 0.00205149 0.00202326 0.00225937 0.00193179
internal_weight=0 2811 2628 2455 173 402 2053 1890 163 335 275 121 196 183 131 140 1808 1592 216 110
internal_count=2951 2811 2628 2455 173 402 2053 1890 163 335 275 121 196 183 131 140 1808 1592 216 110
is_linear=0
shrinkage=0.0032998


Tree=3364
num_leaves=13
num_cat=0
split_feature=3 3 3 0 133 0 3 10 4 0 0 16
split_gain=1.08377 0.798681 1.41081 0.791262 1.54316 0.750306 0.570097 0.582459 0.545824 0.540474 0.529759 0.302411
threshold=0.3148450000000001 -0.23098999999999997 -0.15963499999999997 -0.029849999999999998 0.085355000000000014 0.044695000000000006 -0.13392999999999997 -0.00189 -0.111135 -0.10298499999999998 -0.10998999999999999 0.40422000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 6 5 -5 -4 -8 -9 -10 -2 -1
right_child=10 2 3 4 -6 -7 7 8 9 -11 -12 -13
leaf_value=0.029760482652780789 0.0022751071113269166 -0.019397512964643475 0.020990278588261854 -0.023531034159031631 0.020790856842419065 0.00049257291282254144 -0.0058831627549665024 0.025686358857634418 0.0025915522873903008 0.0094474031148264487 -0.021606028279290944 0.012858572655324365
leaf_weight=60 53 55 102 73 59 74 81 52 397 1832 52 61
leaf_count=60 53 55 102 73 59 74 81 52 397 1832 52 61
internal_value=0 0.007868 0.00727293 0.00782299 -0.00218962 -0.0114253 0.00866081 0.00812762 0.00862594 0.00822714 -0.00953463 0.0212545
internal_weight=0 2846 2725 2670 206 147 2464 2362 2281 2229 105 121
internal_count=2951 2846 2725 2670 206 147 2464 2362 2281 2229 105 121
is_linear=0
shrinkage=0.16829


Tree=3365
num_leaves=27
num_cat=0
split_feature=1 39 12 13 43 1 4 12 11 15 1 150 13 16 12 12 39 15 4 483 1 15 16 4 15 16
split_gain=56.9206 8.46476 7.74537 7.37278 4.40029 4.20546 3.22079 3.14171 3.60459 1.82614 1.62391 2.93189 1.55186 1.5316 1.02853 1.01839 0.909625 1.44904 0.898059 0.853945 0.721168 0.846532 0.547482 0.501408 0.177719 0.221959
threshold=0.10696000000000001 0.0047850000000000011 -1.0000000180025095e-35 -0.27740999999999993 -0.084114999999999981 0.088035000000000016 0.008570000000000003 0.098595000000000016 1.0000000180025095e-35 0.037885000000000009 0.089370000000000019 1.0000000180025095e-35 -0.011809999999999999 0.41134500000000007 0.088725000000000012 0.088325000000000015 0.095830000000000012 -0.43587999999999999 0.046185000000000004 -0.076904999999999987 0.096770000000000009 0.087450000000000014 -1.0000000180025095e-35 -0.068809999999999996 -0.062734999999999985 -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
left_child=1 7 12 -4 -5 -3 -6 8 10 -10 13 20 16 14 19 -8 17 -2 22 -1 21 -12 24 -16 -9 -26
right_child=2 5 3 4 6 -7 15 18 9 -11 11 -13 -14 -15 23 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27
leaf_value=0.0021593524494920957 -8.5463184635017404e-05 0.0014596383894242156 -0.000306994961897655 0.00019409142933756013 0.0017651809510552147 0.00028133474859363863 0.00064961526680528683 0.0014008350288371636 0.0018925873314759583 0.0027113240869165917 0.001234053749279571 0.00077011842949841066 -0.00048023280707239831 0.0011692870812466747 0.0017100604127183803 0.0011694151123348802 -0.00016669353536718777 0.00065559358622790519 0.0010065889270450782 0.0017727293642341583 0.0019086943004975655 0.0016683992081749199 0.0012315855772585449 0.0014890838013139045 0.001792304006410287 0.0014919863519958973
leaf_weight=68 52 59 58 62 72 75 77 59 67 54 79 56 56 54 250 89 64 64 65 867 64 132 90 210 52 61
leaf_count=68 52 59 58 62 72 75 77 59 67 54 79 56 56 54 250 89 64 64 65 867 64 132 90 210 52 61
internal_value=0 0.0016064 0.000463589 0.000769525 0.000977769 0.000800403 0.00118177 0.00165486 0.00170633 0.00225827 0.00166879 0.00145954 -3.50624e-07 0.00171656 0.00173772 0.000928515 0.00014875 0.000323092 0.00135557 0.00180089 0.0015998 0.00150594 0.00144202 0.00160926 0.00155192 0.0016305
internal_weight=0 2362 594 358 300 134 238 2228 1901 121 1780 331 236 1449 1395 166 180 116 327 935 275 211 262 460 172 113
internal_count=2956 2362 594 358 300 134 238 2228 1901 121 1780 331 236 1449 1395 166 180 116 327 935 275 211 262 460 172 113
is_linear=0
shrinkage=0.0032998


Tree=3366
num_leaves=27
num_cat=0
split_feature=1 52 39 47 123 52 43 0 43 0 1 0 0 1 1 52 1 1 52 52 0 1 160 43 133 42
split_gain=45.8128 7.13803 4.80047 4.45202 4.1619 2.28988 1.50869 1.19478 1.50693 1.39453 1.3065 1.60181 1.51207 1.96134 1.10271 1.08155 1.05016 0.708874 0.624481 0.58129 0.555982 0.52861 0.482203 0.260931 0.536669 0.498182
threshold=0.10696000000000001 -0.25811499999999993 0.089030000000000012 0.091930000000000012 0.080635000000000012 -0.080219999999999986 -0.50589999999999991 -0.077614999999999976 -0.080064999999999983 0.027395000000000006 0.090485000000000024 -0.10462499999999998 -0.14920999999999998 0.083065000000000014 0.12829500000000002 0.11122500000000002 0.12313000000000002 0.093100000000000002 -0.40891499999999997 -0.046194999999999993 -0.085264999999999994 0.081540000000000015 -0.41629499999999992 -1.0000000180025095e-35 0.070495000000000016 0.095420000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 6 -3 -1 10 19 23 12 -12 13 -8 -4 18 20 -13 -14 -9 -7 -11 -17 25 -25 -10
right_child=1 2 14 -5 -6 16 7 8 9 21 11 17 15 -15 -16 22 -18 -19 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=0.0032135872020464351 0.0027438990676007906 0.00086388692846359953 0.0013659805474523282 0.0023234800862706843 0.0019827461695836116 0.0016302280299772896 0.0035622015780730301 0.0020399835531123012 0.002802561591138042 0.0026442930418531701 0.0020836854835956861 0.0024198267526727687 0.0024510081279944147 0.0026801216883343437 0.00079330231234674955 0.0025963686530258464 0.0013760385635518447 0.0029140326072558571 0.0027634508188325419 0.002447882077514966 0.0020608883595257185 0.0030771048270359946 0.0022118692780996162 0.0022613824793492623 0.0026453059317370683 0.002435875254794103
leaf_weight=54 55 52 59 93 102 75 54 77 77 52 79 61 77 57 98 92 102 69 1028 79 60 82 61 102 68 91
leaf_count=54 55 52 59 93 102 75 54 77 77 52 79 61 77 57 98 92 102 69 1028 79 60 82 61 102 68 91
internal_value=0 0.00161074 0.00149505 0.00169482 0.0026361 0.0014924 0.00266557 0.00265214 0.00252952 0.00262289 0.00270091 0.00245626 0.00273824 0.00310956 0.00100874 0.00270545 0.00163016 0.00268241 0.00274171 0.00224677 0.00182189 0.00290941 0.0024433 0.0025092 0.00241516 0.00260415
internal_weight=0 594 539 382 2362 289 2260 2206 628 472 1578 209 1369 111 157 1258 237 130 1105 156 135 134 153 338 170 168
internal_count=2956 594 539 382 2362 289 2260 2206 628 472 1578 209 1369 111 157 1258 237 130 1105 156 135 134 153 338 170 168
is_linear=0
shrinkage=0.0032998


Tree=3367
num_leaves=24
num_cat=0
split_feature=3 43 3 43 39 447 3 52 159 39 52 49 3 40 43 43 475 1456 159 52 3 3 3
split_gain=22.5457 6.69219 9.46455 2.8325 2.02129 1.94309 1.80788 1.72832 1.81377 1.45953 1.63256 1.36186 1.33967 1.16437 0.915431 1.78858 0.705703 0.743073 0.812697 0.576463 0.545141 0.475683 0.42922
threshold=-0.06533499999999999 -0.043814999999999993 0.11745500000000002 -0.23538999999999996 0.0047850000000000011 0.084420000000000009 0.30863500000000005 0.10178500000000001 0.018290000000000004 0.096325000000000008 -0.046194999999999993 0.12001000000000002 0.086845000000000019 -0.079179999999999987 -0.49922499999999997 -0.18906999999999999 -0.085684999999999997 -0.075249999999999984 0.11848000000000002 -0.088174999999999989 0.41110500000000005 -0.082004999999999981 0.14029000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 -2 7 11 22 8 12 10 -5 14 -3 -12 -1 -16 19 21 -19 -17 -8 -18 -4
right_child=1 2 6 9 -6 -7 20 -9 -10 -11 13 -13 -14 -15 15 16 17 18 -20 -21 -22 -23 -24
leaf_value=0.0025858203335999367 0.0018063973982049343 0.0021840358792819688 0.0013168654016501053 0.0007949619607056349 0.0014899775349520141 0.0015728125679976507 0.00069568672014225306 0.0027230859273625735 0.0025730430447202979 0.00049099562311534809 0.0010438041563799383 0.0017264874326451958 0.0016183267224116325 0.0017448112018443895 0.0016186129178930822 0.0022311451579538045 0.0025651196740865056 0.0021646915142086295 0.0017413650947513937 0.0026835847746353916 0.0011435148801721426 0.0021926748271193209 0.0017286255151459974
leaf_weight=61 55 92 59 95 55 62 57 53 58 53 52 74 92 52 62 72 83 1472 52 56 63 72 54
leaf_count=61 55 92 59 95 55 62 57 53 58 53 52 74 92 52 62 72 83 1472 52 56 63 72 54
internal_value=0 0.00152183 0.00172958 0.00112718 0.00207276 0.00215022 0.00121391 0.0021813 0.0020625 0.000978801 0.00110854 0.00216807 0.00190137 0.00139465 0.00218498 0.00217188 0.00219084 0.00217264 0.00215027 0.00242936 0.00093109 0.00239234 0.00151395
internal_weight=0 890 583 307 350 2066 233 295 242 252 199 2004 184 104 1930 1869 1807 1679 1524 128 120 155 113
internal_count=2956 890 583 307 350 2066 233 295 242 252 199 2004 184 104 1930 1869 1807 1679 1524 128 120 155 113
is_linear=0
shrinkage=0.0032998


Tree=3368
num_leaves=17
num_cat=0
split_feature=14 151 10 2 1 2 2 43 133 131 4 133 16 4 1 133
split_gain=1.08315 0.930501 0.948145 0.762596 0.624106 0.79868 1.89797 1.39951 0.524441 0.792796 0.4803 0.451973 0.390873 0.462593 0.387263 0.360444
threshold=0.020750000000000005 0.10365500000000001 0.057650000000000007 -0.023999999999999997 0.085780000000000009 1.0000000180025095e-35 0.097845000000000015 -1.0000000180025095e-35 0.086265000000000022 0.088565000000000019 -0.47860499999999995 0.41068500000000002 0.038245000000000008 -0.048309999999999992 0.084815000000000015 0.118995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 8 -7 -8 9 -6 -5 -10 15 -14 -2 -12
right_child=14 -3 -4 4 5 6 7 -9 11 -11 12 -13 13 -15 -16 -17
leaf_value=0.028362281025885939 0.018129407709228697 -0.0092596766712995607 -0.0089813025700873489 0.028165723062602423 0.022729421698041766 -0.020610604427948109 -0.0055334854914588444 0.013827386077257335 -0.0083924901887809378 0.007321188114870758 0.015293062368770548 0.012843997319374866 -0.003707667472023429 0.0114302301344841 0.038204200159812705 0.0073072296649938128
leaf_weight=76 57 64 64 60 216 78 155 332 53 169 1049 61 80 199 53 190
leaf_count=76 57 64 64 60 216 78 155 332 53 169 1049 61 80 199 53 190
internal_value=0 0.0107875 0.0112494 0.0117264 0.0112472 0.00809294 0.00375537 0.00766161 0.0130006 0.0159705 0.0133728 0.00295513 0.012787 0.00708317 0.0278181 0.0140699
internal_weight=0 2846 2782 2718 2642 1064 565 487 499 385 1578 114 1518 279 110 1239
internal_count=2956 2846 2782 2718 2642 1064 565 487 499 385 1578 114 1518 279 110 1239
is_linear=0
shrinkage=0.16829


Tree=3369
num_leaves=15
num_cat=0
split_feature=39 12 14 13 12 12 124 3 1455 2 2 12 4 12
split_gain=1.0252 0.729155 0.726703 0.900492 0.678774 1.09519 1.12087 0.658661 0.576329 0.50482 0.564557 0.414776 0.787482 0.50444
threshold=0.098100000000000007 -0.088999999999999982 0.020750000000000005 -1.0000000180025095e-35 -0.086254999999999984 -0.0066799999999999993 -0.077709999999999987 0.17351000000000003 -0.22375499999999995 0.11870500000000002 -0.0011799999999999998 0.098595000000000016 -0.17568999999999999 0.11498000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 9 6 -6 8 -7 10 -1 12 -10 -13
right_child=1 -3 3 -5 5 7 -8 -9 11 -11 -12 13 -14 -15
leaf_value=0.0065567009153652918 0.010788318389661468 -0.0146162339221582 0.0078797858736410851 0.03882071161557573 0.010071616766798562 0.027610778147330619 0.043798791240531806 -0.0073482672945100989 0.021893678171065453 0.012431437557836914 -0.016141026320418046 0.00066781713168347534 0.0096520559207329895 0.013812434118298973
leaf_weight=55 52 83 52 55 57 52 55 63 163 61 71 272 1746 119
leaf_count=55 52 83 52 55 57 52 55 63 163 61 71 272 1746 119
internal_value=0 -0.00481747 0.0101859 0.0238008 0.0096485 0.0103725 0.0266501 0.00961685 0.010072 -0.00012558 -0.00621903 0.00967473 0.0106982 0.00467295
internal_weight=0 135 2821 107 2714 2527 112 2415 2352 187 126 2300 1909 391
internal_count=2956 135 2821 107 2714 2527 112 2415 2352 187 126 2300 1909 391
is_linear=0
shrinkage=0.16829


Tree=3370
num_leaves=20
num_cat=0
split_feature=106 4 15 2 16 1373 16 51 3 3 3 4 4 16 159 43 159 15 2
split_gain=2.16039 0.995874 1.28577 1.02584 0.723742 0.698338 0.745669 1.47929 0.652176 0.742727 0.5637 0.641006 1.12485 0.779811 0.517038 0.472684 0.415406 0.548267 0.317841
threshold=0.085275000000000004 0.028075000000000006 -0.026469999999999997 -0.080859999999999974 -0.40430999999999989 0.079670000000000005 -0.097664999999999988 0.080840000000000009 0.095880000000000007 0.13470000000000001 -0.24156999999999998 -0.39175499999999991 -0.10701499999999999 0.25032500000000008 -0.45963999999999994 -1.0000000180025095e-35 0.10684 -0.40166999999999992 0.090295000000000014
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 7 -1 16 -10 -8 13 -13 -12 -14 -9 17 -5 -19
right_child=-2 2 4 8 -6 -7 10 15 9 -11 11 12 14 -15 -16 -17 -18 18 -20
leaf_value=0.041369724378862986 -0.027458908876773259 -0.017709968196694389 -0.0018925012904101 -0.013665294585142162 -0.029234953498601033 -0.010056517554363771 -0.0082602415036673923 0.019442181401819039 0.032435237277575107 0.0059878834497794561 0.036124106306669609 -0.010329750662555256 0.023048678753119823 0.0091117585565753528 0.0082524722927436699 -0.0031172833542167213 0.015093549916631643 0.012450424372519052 0.00051261384362687819
leaf_weight=59 53 54 56 59 54 55 57 52 53 70 52 91 70 73 1581 53 73 90 213
leaf_count=59 53 54 56 59 54 55 57 52 53 70 52 91 70 73 1581 53 73 90 213
internal_value=0 0.00682476 0.00141623 0.00442937 -0.0153315 0.00864611 0.00913962 0.0200402 0.00657511 0.0173985 0.00820953 0.00871332 0.00787633 0.0203633 0.0088809 0.00803791 0.00351057 0.00116981 0.00406443
internal_weight=0 2865 722 612 110 2143 2088 164 558 123 1924 1867 1742 125 1651 105 435 362 303
internal_count=2918 2865 722 612 110 2143 2088 164 558 123 1924 1867 1742 125 1651 105 435 362 303
is_linear=0
shrinkage=0.16829


Tree=3371
num_leaves=16
num_cat=0
split_feature=31 150 0 12 4 52 151 12 4 133 4 0 0 12 483
split_gain=1.10832 0.952917 0.63852 0.748257 0.660038 0.829365 0.781257 0.577264 0.64548 0.452827 0.422222 0.407753 0.34826 0.267518 0.112774
threshold=-0.019454999999999997 0.11717500000000002 0.15312500000000004 -0.10468499999999999 0.046185000000000004 0.0030150000000000008 0.05680000000000001 0.08486500000000001 -9.4999999999999992e-05 -0.08799499999999999 0.23355000000000001 -0.14867499999999997 0.10923000000000001 0.091495000000000007 0.0015150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 6 9 7 8 -5 -6 -3 -11 -9 14 -7
right_child=1 10 -4 4 5 13 -8 12 -10 11 -12 -13 -14 -15 -16
leaf_value=-0.015028774598575798 0.022705786425497154 -0.020580657435191815 -0.011639937171373023 0.00013682877159446581 0.009109157096781827 0.009692697166839518 0.027932250277861739 0.0082621208118884674 0.016034366114440708 -0.019824415485350546 0.00063000212754763289 -0.0036160223646776951 0.020984048981313515 0.019019252888289883 -0.00038945134750250455
leaf_weight=75 80 53 55 487 63 76 52 1367 85 54 53 239 64 62 53
leaf_count=75 80 53 55 487 63 76 52 1367 85 54 53 239 64 62 53
internal_value=0 0.00569108 0.00629781 0.00666633 0.0061725 0.000973547 0.00755548 0.00702558 0.00250237 -0.00382267 -0.00995838 -0.00660937 0.00883235 0.0099225 0.00553649
internal_weight=0 2843 2737 2682 2602 547 2055 2003 572 356 106 293 1431 191 129
internal_count=2918 2843 2737 2682 2602 547 2055 2003 572 356 106 293 1431 191 129
is_linear=0
shrinkage=0.16829


Tree=3372
num_leaves=14
num_cat=0
split_feature=123 10 16 14 15 43 482 0 16 483 16 43 43
split_gain=0.872742 0.887688 0.725639 0.699684 0.664253 0.533055 0.539294 0.665317 1.20482 0.384793 0.293491 0.510934 0.521216
threshold=0.11107500000000002 -0.00189 -0.090774999999999981 -0.13131999999999996 0.15100500000000003 -0.13800999999999999 0.11078000000000002 -0.11991499999999998 -0.0081349999999999981 0.089065000000000019 0.062910000000000008 -0.43328499999999998 -0.15450999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 10 7 8 -7 -9 11 -5 -13
right_child=-2 3 -4 4 -6 6 -8 9 -10 -11 -12 12 -14
leaf_value=-0.021966159799312875 -0.017100965323923557 0.019293181542937139 0.0014911361273507596 0.019495279201556668 -0.012927245719927762 0.0014572164441645926 0.019013387991716091 0.0058560064460557769 -0.026555249473120206 -0.0033936923503978464 0.022989123246867461 -0.0083072049691789319 0.014415903736790621
leaf_weight=61 53 99 96 83 58 265 70 1770 52 137 59 62 53
leaf_count=61 53 99 96 83 58 265 70 1770 52 137 59 62 53
internal_value=0 0.00468654 -0.0076114 0.00540019 0.00487233 0.00527773 0.00446226 0.00400346 -0.00313222 0.00519056 0.0125496 0.00942982 0.00214956
internal_weight=0 2865 157 2708 2609 2551 2294 2224 317 1907 257 198 115
internal_count=2918 2865 157 2708 2609 2551 2294 2224 317 1907 257 198 115
is_linear=0
shrinkage=0.16829


Tree=3373
num_leaves=17
num_cat=0
split_feature=3 148 1456 52 1211 4 4 133 133 15 1 16 4 483 3 2
split_gain=0.787132 0.627848 0.456196 0.451553 0.678956 0.574838 0.749946 0.55218 0.816096 0.500847 0.65349 0.587618 0.51035 0.464022 1.12789 0.417363
threshold=0.31351000000000001 -0.085589999999999986 -0.24186999999999997 1.0000000180025095e-35 1.0000000180025095e-35 0.27020000000000005 0.50027500000000014 -0.0094199999999999978 -0.068504999999999996 -0.10436999999999999 0.089395000000000016 -0.13895999999999997 0.008570000000000003 -0.069964999999999986 0.090170000000000014 0.090485000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 7 9 -7 8 15 10 -4 -11 -13 -9 -15 -5
right_child=-2 2 3 4 -6 6 -8 13 -10 11 -12 12 -14 14 -16 -17
leaf_value=-0.012517185057694767 -0.011176055943573298 0.019374581840511742 0.0028119825624528267 0.011441206635020957 0.021229281857507779 -0.016805126237059754 0.0044462436507455468 -0.006436261392207274 -0.012630906138907801 0.0162282550620798 0.027642575600076106 0.0030047219999940261 -0.0068709635056696545 0.0073082474388399378 0.032924620367629984 -0.0047381085144825317
leaf_weight=63 99 57 68 130 85 96 92 57 103 83 54 1031 173 605 53 69
leaf_count=63 99 57 68 130 85 96 92 57 103 83 54 1031 173 605 53 69
internal_value=0 0.00408674 0.00446695 0.00415145 0.00677274 0.00234152 -0.00639596 0.00556271 -0.000465417 0.00350862 0.0138173 0.00253002 0.00158422 0.00811137 0.0093743 0.00582227
internal_weight=0 2819 2756 2699 1102 1597 188 1017 302 1409 122 1287 1204 715 658 199
internal_count=2918 2819 2756 2699 1102 1597 188 1017 302 1409 122 1287 1204 715 658 199
is_linear=0
shrinkage=0.16829


Tree=3374
num_leaves=20
num_cat=0
split_feature=4 2 40 14 0 4 14 0 3 0 4 0 13 43 4 40 13 3 2
split_gain=30.5586 12.1685 7.30392 2.1595 2.44968 3.25397 1.96612 2.48912 1.92701 1.31131 1.1911 2.41948 1.89125 1.18376 0.982254 0.94262 0.733009 0.613778 0.714001
threshold=0.31392000000000003 0.12068000000000001 -0.037459999999999993 0.073890000000000011 -0.11991499999999998 0.0019650000000000002 -0.45687499999999998 -0.108275 0.143375 -0.078989999999999991 -0.17568999999999999 -0.066734999999999975 -0.032959999999999996 -0.07409499999999998 0.0033150000000000007 -1.0000000180025095e-35 -0.023739999999999997 -0.24149499999999999 0.096435000000000007
decision_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 -2 16 13 -1 17 14 -13 -3 -12 -9 -8 -6 -19
right_child=6 8 3 -5 10 -7 7 15 -10 -11 11 12 -14 -15 -16 -17 -18 18 -20
leaf_value=0.0013605151654269728 0.0011504221066123939 0.00071968995096851989 0.00094428525980222422 0.0023007652773538775 0.0018001183214330072 0.0018614724444986066 0.00056199459289222654 0.00046406213887414488 0.00034343103797520675 0.00077304526777361902 0.0018773945860512916 0.0016902460013564515 0.00096418464620259283 0.0013714190354546488 0.0016678436107707534 -0.00010001695867736635 0.0010885884431984863 0.0019425982407565313 0.0024675251858640988
leaf_weight=95 57 53 83 96 55 86 59 59 53 74 1362 107 62 72 301 71 57 53 63
leaf_count=95 57 53 83 96 55 86 59 59 53 74 1362 107 62 72 301 71 57 53 63
internal_value=0 0.00170496 0.0017658 0.00181514 0.00179366 0.00141123 0.000597789 0.000469597 0.000871674 0.00110349 0.00182591 0.00180119 0.00142409 0.00109537 0.00183949 0.000155717 0.000821056 0.00209058 0.00222799
internal_weight=0 2615 2437 2268 2172 169 303 246 178 169 2003 1832 169 125 1663 130 116 171 116
internal_count=2918 2615 2437 2268 2172 169 303 246 178 169 2003 1832 169 125 1663 130 116 171 116
is_linear=0
shrinkage=0.0032998


Tree=3375
num_leaves=16
num_cat=0
split_feature=3 39 15 147 15 48 0 15 160 15 15 15 52 52 15
split_gain=20.8083 9.80004 3.44589 2.13642 1.86888 1.7045 1.55978 1.17734 1.58699 1.53363 1.71158 0.872541 0.850095 1.43343 0.794115
threshold=0.28833000000000003 0.0039300000000000003 -0.40166999999999992 0.089430000000000023 -0.24211499999999997 0.092265000000000014 -0.11167499999999998 0.13954000000000003 0.057440000000000012 0.079600000000000018 -0.19631499999999999 -0.040504999999999992 -0.11183499999999999 0.008405000000000001 0.087670000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -3 11 -2 8 9 10 -4 -6 -10 -14 -11
right_child=6 4 3 -5 5 -7 -8 -9 12 14 -12 -13 13 -15 -16
leaf_value=0.0010360210867119835 0.00063959857590460819 0.0007278246046761418 0.0022215876328099044 0.0012367905966027316 0.0016644756878357583 0.00081488606865026474 -9.9080707565477502e-05 0.0012949034187238508 0.0022764083419513593 0.0019869697142126377 0.0016410902330398752 0.0011784672160241778 0.0016662727926512362 0.0022615356435744783 0.0017855500094723961
leaf_weight=73 67 91 59 81 97 61 58 53 98 340 982 70 116 72 595
leaf_count=73 67 91 59 81 97 61 58 53 98 340 982 70 116 72 595
internal_value=0 0.00167309 0.00174344 0.00176498 0.0011285 0.00128827 0.00029657 0.00178345 0.00179488 0.00176149 0.00167402 0.00146097 0.00202544 0.00189443 0.00185883
internal_weight=0 2788 2469 2396 319 228 125 2315 2262 1976 1041 167 286 188 935
internal_count=2913 2788 2469 2396 319 228 125 2315 2262 1976 1041 167 286 188 935
is_linear=0
shrinkage=0.0032998


Tree=3376
num_leaves=22
num_cat=0
split_feature=1 1 457 47 12 0 3 1 1429 0 49 457 49 3 3 3 3 2 47 14 457
split_gain=28.5368 6.50307 3.7051 3.49041 2.7187 2.24228 2.00488 1.96874 1.52772 1.22221 2.37484 1.35703 1.07352 0.923642 0.802073 1.02623 0.79742 0.796918 0.469986 0.448023 0.237852
threshold=0.12313000000000002 0.10075500000000003 0.079020000000000021 0.11230000000000001 0.085075000000000026 0.040570000000000002 0.0025650000000000004 0.15028500000000003 0.084770000000000012 -0.13619499999999998 -0.00025999999999999992 0.041025000000000006 0.086035000000000014 -0.16100499999999998 -0.11017499999999998 -0.081224999999999978 -0.097199999999999995 0.13673000000000005 0.090515000000000026 0.077685000000000018 0.08981500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 7 6 8 -3 17 9 10 -1 14 -10 -6 -11 -16 -7 -2 -15 -12 -13
right_child=3 2 -4 -5 13 16 -8 -9 12 11 19 20 -14 18 15 -17 -18 -19 -20 -21 -22
leaf_value=0.0016582027371477104 0.00082503731188982195 0.00092024132588043551 0.00069347206253209516 0.0013205541991373835 0.0021156342181557486 0.0010979912741657116 0.0016008853546821624 -0.00012180927556353815 0.0012550200625674318 0.001515968574087246 0.0026064815325273203 0.0023781604746961507 0.0018696411931305426 0.0018272428111377522 0.0019251227650046296 0.0017531994305852352 0.0016390095438111403 0.00035512739195848759 0.0014377477564367672 0.0021972719521507985 0.0020576443279717378
leaf_weight=73 89 101 69 63 65 55 89 52 76 86 64 52 53 70 829 710 66 71 68 57 55
leaf_count=73 89 101 69 63 65 55 89 52 76 86 64 52 53 70 829 710 66 71 68 57 55
internal_value=0 0.00175554 0.00139965 0.000638322 0.00152355 0.00183108 0.00123925 0.000435416 0.00185684 0.0018802 0.00212979 0.00185222 0.00150781 0.00178946 0.0018284 0.00184583 0.00139338 0.000616735 0.00163557 0.002414 0.00221374
internal_weight=0 2638 462 275 393 2176 190 212 2055 1926 194 1732 129 203 1625 1539 121 160 138 121 107
internal_count=2913 2638 462 275 393 2176 190 212 2055 1926 194 1732 129 203 1625 1539 121 160 138 121 107
is_linear=0
shrinkage=0.0032998


Tree=3377
num_leaves=34
num_cat=0
split_feature=1 1 12 12 4 2 1 12 13 4 4 13 2 124 0 0 43 0 52 43 1 403 0 51 403 43 52 43 130 13 4 2 43
split_gain=106.191 18.4922 10.1741 5.73296 4.46056 3.72766 3.29046 3.26562 2.34552 2.14481 2.40973 1.96761 1.88824 1.70651 1.16404 0.976614 0.862092 0.857334 0.85139 0.82686 0.989519 0.736432 0.665132 0.540819 0.51891 0.436075 0.802177 0.460325 0.599096 0.392179 0.237448 0.298485 0.18831
threshold=0.10442000000000001 0.13654500000000003 0.087255000000000013 0.056995000000000011 0.23355000000000001 0.16730000000000003 0.092845000000000025 0.090285000000000018 -0.05171499999999999 0.046185000000000004 -0.16236499999999995 -0.0015099999999999998 0.097005000000000022 -0.0031349999999999993 -0.14164999999999997 -0.13843999999999998 -1.0000000180025095e-35 -0.14534499999999997 0.094885000000000011 -0.0025899999999999994 0.083250000000000005 0.098420000000000021 -0.08706499999999999 -0.034094999999999993 -0.0083299999999999989 -0.0082999999999999984 0.084910000000000013 -0.082439999999999986 -0.0087849999999999977 -0.083354999999999985 -0.068329999999999988 0.10682000000000001 -0.070414999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 6 23 8 12 14 -3 10 -9 13 17 -2 -5 -13 -8 -1 21 25 24 22 -12 -4 -21 27 -27 29 -29 -16 -20 -32 -11
right_child=1 5 4 7 -6 -7 16 9 -10 32 18 15 -14 -15 19 -17 -18 -19 30 20 -22 -23 -24 -25 -26 26 -28 28 -30 -31 31 -33 -34
leaf_value=0.010455123689763384 0.00865908499860428 0.0076018441976438925 0.0097312397982672483 0.010847572023695993 0.0087784696082123578 0.0070053667252970384 0.0089889512871867572 0.0095286601412115611 0.0085565453355788152 0.0098597688972074937 0.010688077066810305 0.0086606300147538326 0.0095638447347776798 0.0079802095681268947 0.010571798801254096 0.0092713824669952618 0.0095785917814384149 0.0099649843038598206 0.010202365148339046 0.010017756647134701 0.009767277973869332 0.0099233715664438695 0.010293093981649227 0.010190012259444539 0.010436809887762395 0.01089889969139207 0.010295004026320692 0.010576260317253552 0.0101972840850693 0.010319580970796731 0.009833984032761544 0.010174822678420256 0.0095779155461695065
leaf_weight=79 95 61 71 53 52 56 52 63 54 61 61 72 78 74 161 52 65 89 86 57 59 53 315 56 100 52 52 61 292 154 95 53 79
leaf_count=79 95 61 71 53 52 56 52 63 54 61 61 72 78 74 161 52 65 89 86 57 59 53 315 56 100 52 52 61 292 154 95 53 79
internal_value=0 0.00863958 0.00897686 0.0101591 0.00959838 0.0077084 0.00977684 0.0102319 0.00805045 0.0100806 0.0101538 0.00859704 0.00999548 0.00836203 0.0103577 0.00891704 0.00931683 0.0101957 0.0102131 0.0103313 0.0101437 0.0103037 0.0103573 0.00993381 0.0102849 0.0103838 0.0105973 0.0103505 0.0102629 0.0104486 0.0100469 0.00995628 0.00970098
internal_weight=0 643 472 2270 179 171 363 1907 115 866 726 293 246 169 1041 124 117 168 663 988 216 429 376 127 157 772 104 668 353 315 234 148 140
internal_count=2913 643 472 2270 179 171 363 1907 115 866 726 293 246 169 1041 124 117 168 663 988 216 429 376 127 157 772 104 668 353 315 234 148 140
is_linear=0
shrinkage=0.0032998


Tree=3378
num_leaves=27
num_cat=0
split_feature=4 12 13 2 4 15 2 15 2 49 12 157 2 15 12 4 13 4 13 43 43 15 43 16 2 16
split_gain=31.19 11.5107 5.72497 3.35784 3.1642 3.75379 2.80998 2.77098 2.49078 1.76742 1.61026 1.56524 1.51404 1.51314 1.17719 1.0531 0.78889 0.747531 0.632255 0.60264 0.576068 0.51847 0.604078 0.490844 0.324356 0.285991
threshold=0.31392000000000003 0.056995000000000011 -0.27740999999999993 -0.0098549999999999974 -0.082619999999999985 -0.025879999999999997 0.14744000000000002 0.13954000000000003 0.092250000000000013 0.090085000000000012 0.091545000000000015 -0.060134999999999994 0.10052500000000002 -0.41956999999999994 0.082425000000000012 -0.011744999999999998 -0.092844999999999997 -0.27577999999999997 -0.012839999999999999 0.084740000000000024 -0.0015099999999999998 -0.026469999999999997 0.0085250000000000031 -0.061714999999999992 0.098655000000000007 -0.13895999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 24 8 12 10 -6 -10 14 -12 -2 -14 -3 17 20 -13 23 -19 -16 25 -23 -17 -5 -18
right_child=6 7 3 4 5 -7 -8 -9 9 -11 11 15 13 -15 16 18 21 19 -20 -21 -22 22 -24 -25 -26 -27
leaf_value=0.00073692785660628738 0.00075113609672584512 0.0027183960106937893 0.001095667797211428 0.0024932031187290941 0.0023083199565991628 0.00095000687783080521 0.00026640109546327507 0.0014315531199847731 0.0012480516270884389 0.0020022689773053761 0.0016515490340473019 0.0018210850251406839 0.0016531157186720155 0.00097711954920048959 0.0021999342338446357 0.0022949660914987889 0.0023524321418069319 0.0021968173744841475 0.0017182774437393305 0.0025605916291933117 0.0017567935052865905 0.0023466244797905006 0.0020314675446538415 0.0018995640884424221 0.0021407588530976403 0.0020827065066850712
leaf_weight=70 95 58 73 60 88 61 58 56 74 63 89 52 67 79 69 62 57 408 93 58 62 634 76 81 59 211
leaf_count=70 95 58 73 60 88 61 58 56 74 63 89 52 67 79 69 62 57 408 93 58 62 634 76 81 59 211
internal_value=0 0.00204457 0.00161915 0.00174827 0.00186581 0.00167723 0.000919285 0.0021574 0.00187423 0.00159514 0.0021776 0.00206722 0.00107626 0.00128758 0.00225731 0.00211623 0.00223317 0.00219997 0.0019323 0.00224217 0.00199047 0.00226564 0.00231294 0.00207124 0.00231876 0.00214021
internal_weight=0 2614 548 478 405 286 299 2066 225 137 2010 843 241 146 1167 754 1109 518 236 466 131 978 710 143 119 268
internal_count=2913 2614 548 478 405 286 299 2066 225 137 2010 843 241 146 1167 754 1109 518 236 466 131 978 710 143 119 268
is_linear=0
shrinkage=0.0032998


Tree=3379
num_leaves=27
num_cat=0
split_feature=1 1 12 39 47 4 1 13 13 11 4 457 13 52 124 0 12 1429 1 12 52 16 13 43 15 0
split_gain=94.4249 16.6543 13.9149 8.77904 5.768 3.20355 2.96388 2.21189 2.00327 2.27774 1.74823 1.42453 1.32247 1.30185 1.0328 0.922379 1.07347 0.987605 0.717901 0.912077 0.707018 1.85433 0.691238 0.568194 0.55632 0.395732
threshold=0.10404000000000001 0.12448500000000001 0.085075000000000026 0.0039300000000000003 0.11230000000000001 0.046185000000000004 0.088035000000000016 -0.072459999999999983 0.041960000000000004 0.07585500000000002 0.061835000000000008 0.088850000000000026 -0.0015099999999999998 0.042815000000000006 -0.0066649999999999991 -0.076589999999999978 0.091495000000000007 0.085620000000000016 0.083670000000000008 0.093455000000000024 -0.14709999999999998 -0.006494999999999999 -0.39297499999999991 -0.023869999999999995 -0.075094999999999981 -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
left_child=3 2 12 5 7 8 -5 22 9 11 23 15 14 18 -2 17 -17 -1 19 -7 -10 25 -3 -4 -15 -22
right_child=1 4 10 6 -6 13 -8 -9 20 -11 -12 -13 -14 24 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=0.0025006759200517752 0.00080479822877654688 -7.6872840831739079e-05 0.0020476870501697415 0.0018825982107294201 0.0011471691560963233 0.0023039399499210651 0.0008699043624410352 0.00034573318241247752 0.002417337282598013 0.0030195884132289863 0.0015734199746870461 0.0018934641489596678 0.0010454795159828317 0.0025476702241384657 0.00018399436759485691 0.0025953186744834687 0.0021657117799106919 0.002055036117894809 0.0015064167647770561 0.0017135194929918777 0.002373306089486848 0.0014908450445799285 -0.0005961575465864168 0.0025371392929851052 0.0020585619130011759 0.0020192783548452606
leaf_weight=1074 67 56 53 76 59 52 54 96 70 71 57 56 103 52 52 87 245 58 52 65 82 52 56 53 52 63
leaf_count=1074 67 56 53 76 59 52 54 96 70 71 57 56 103 52 52 87 245 58 52 65 82 52 56 53 52 63
internal_value=0 0.00086996 0.00130917 0.00229542 0.000236511 0.00234624 0.00146221 -2.16313e-05 0.00239538 0.00243992 0.00204142 0.00241282 0.00077137 0.00201166 0.000533819 0.00243266 0.0022784 0.00247787 0.00183188 0.00197623 0.00212985 0.00202751 -0.00033683 0.00229275 0.00230345 0.00221973
internal_weight=0 652 385 2261 267 2131 130 208 1858 1591 163 1520 222 273 119 1464 332 1132 169 117 267 197 112 106 104 145
internal_count=2913 652 385 2261 267 2131 130 208 1858 1591 163 1520 222 273 119 1464 332 1132 169 117 267 197 112 106 104 145
is_linear=0
shrinkage=0.0032998


Tree=3380
num_leaves=20
num_cat=0
split_feature=13 11 16 16 9 13 4 41 0 475 0 150 124 16 0 0 0 13 0
split_gain=0.624307 1.04269 0.725723 0.647682 0.57806 1.10524 1.15362 0.549702 0.524657 0.868866 0.801661 1.16219 0.709676 0.643723 0.594063 0.506669 0.358629 0.215535 0.111979
threshold=0.10877500000000001 1.0000000180025095e-35 0.22339500000000004 0.038245000000000008 -0.08564999999999999 -0.14022999999999999 0.40052000000000004 0.079395000000000007 -0.087734999999999994 -0.067819999999999978 -0.18240499999999996 0.088040000000000021 -0.078884999999999983 -0.0048749999999999991 -0.087104999999999988 -0.08645499999999999 -0.10228499999999999 0.17888000000000001 -0.079119999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 17 7 -1 6 16 -3 9 -7 11 -11 -10 -12 -14 -16 -6 -2 -19
right_child=2 3 -4 -5 5 8 -8 -9 12 10 13 -13 14 -15 15 -17 -18 18 -20
leaf_value=0.036235184036753618 0.0079402800386441635 0.036306228033787184 -0.0056577495623098533 0.043363262572655666 0.025310252502303791 -0.00022284402339822862 -0.013296689891995403 0.012645815015301038 0.004050351872576817 0.041689562964458887 0.018194098181101018 0.010035396314341503 0.040267761370902232 0.0013909403944735615 0.006664479176320866 0.023038677435965004 0.0060853754821404574 0.025021475322240857 0.014740209267725301
leaf_weight=61 54 54 52 89 59 75 56 58 58 90 475 52 55 75 56 1383 52 73 53
leaf_count=61 54 54 52 89 59 75 56 58 58 90 475 52 55 75 56 1383 52 73 53
internal_value=0 0.020938 0.0118283 0.0326215 0.0200153 0.0196166 0.00637802 0.0240696 0.0205691 0.0169587 0.0188234 0.0301105 0.0223523 0.015906 0.0230616 0.0224027 0.0163202 0.0168898 0.0207111
internal_weight=0 2748 232 201 2547 2486 167 112 2319 767 692 142 1552 550 1494 1439 111 180 126
internal_count=2980 2748 232 201 2547 2486 167 112 2319 767 692 142 1552 550 1494 1439 111 180 126
is_linear=0
shrinkage=0.16829


Tree=3381
num_leaves=33
num_cat=0
split_feature=12 12 3 123 12 16 3 0 3 13 16 42 0 16 133 12 52 52 156 3 0 42 49 3 402 12 3 3 13 403 1213 13
split_gain=46.0161 9.55405 9.19011 7.23582 5.92389 4.00978 3.22511 2.91143 4.8175 3.45935 2.70246 1.69285 1.23502 0.971033 0.92728 0.844366 0.990606 0.80352 0.777615 0.641078 1.01174 0.594411 0.538407 0.51551 0.624693 0.498803 0.519431 0.498079 0.41458 0.408271 0.451358 0.253266
threshold=0.056995000000000011 0.093455000000000024 0.30863500000000005 0.081180000000000016 0.14472000000000004 0.065285000000000024 -0.15105999999999997 -0.062109999999999992 0.093925000000000022 -1.0000000180025095e-35 -0.23389999999999997 0.093030000000000015 -0.11327499999999999 0.0060400000000000011 0.087045000000000025 0.098785000000000012 -0.23815499999999998 -0.049669999999999999 0.083840000000000012 -0.082294999999999993 -0.06952499999999999 0.094350000000000003 0.091160000000000005 -0.081134999999999985 -0.16273499999999996 0.083785000000000012 -0.085324999999999984 0.11391500000000002 -0.064249999999999988 -0.071419999999999997 -1.0000000180025095e-35 0.055610000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 5 10 7 -2 8 9 -1 -3 14 -8 23 -5 21 -17 -4 -7 20 25 -15 29 31 -25 -14 -27 -10 -26 -21 -31 -12
right_child=1 4 17 11 -6 18 12 -9 27 -11 13 -13 19 15 -16 16 -18 -19 -20 22 -22 -23 -24 24 28 26 -28 -29 -30 30 -32 -33
leaf_value=0.0017758008666575072 0.0033819130199929342 0.001813907194840417 0.00052347214414416446 0.0017785151333102362 0.0013433246318858586 0.0023335416140215126 0.0022345085322192011 0.0012347899278981735 0.0017925538410997548 0.002784119423812141 0.0029055397693382927 0.00095482252401726982 0.0030877463420907704 0.0022821006534651323 0.0012189238601155569 0.00234805458138125 0.0017623744945847034 0.001063589438586922 0.0028865714858210649 0.0029336806321892707 0.0023749676537997795 0.0027040556962162846 0.0023149612953430815 0.0027260061310080395 0.0025910394159498751 0.0027205280043054382 0.0029167982131439387 0.0013703829873878495 0.0022224320796279205 0.0024244956763479699 0.0027027466236987574 0.0026109678868854193
leaf_weight=60 84 81 52 80 65 62 57 64 52 98 55 85 75 80 55 80 53 72 52 60 59 70 52 71 52 385 251 77 102 88 262 89
leaf_count=60 84 81 52 80 65 62 57 64 52 98 55 85 75 80 55 80 53 72 52 60 59 70 52 71 52 385 251 77 102 88 262 89
internal_value=0 0.00258671 0.00166452 0.00181421 0.00229931 0.00204762 0.00275372 0.00187263 0.00201474 0.00240144 0.00238403 0.00132069 0.00271276 0.00245481 0.00155079 0.00230816 0.00211493 0.000837373 0.00258611 0.00273486 0.00279393 0.00247925 0.00263632 0.00256718 0.00246684 0.00282865 0.00279804 0.00154083 0.00234713 0.00267699 0.00263289 0.00272372
internal_weight=0 2171 809 685 798 465 1373 351 287 158 733 220 1289 652 135 283 133 124 114 1232 770 150 462 369 225 711 636 129 154 410 350 144
internal_count=2980 2171 809 685 798 465 1373 351 287 158 733 220 1289 652 135 283 133 124 114 1232 770 150 462 369 225 711 636 129 154 410 350 144
is_linear=0
shrinkage=0.0032998


Tree=3382
num_leaves=17
num_cat=0
split_feature=403 12 14 51 13 42 4 51 9 1 4 16 403 4 4 13
split_gain=0.809381 0.655454 0.630451 0.538743 0.719543 0.581157 0.919331 0.587303 0.559906 0.889708 0.476438 0.422014 0.28326 0.25424 0.137399 0.0504373
threshold=-0.088854999999999976 0.085005000000000011 0.073890000000000011 -0.40775499999999992 0.25472500000000003 0.098395000000000024 -0.051789999999999996 0.12900500000000004 -0.08564999999999999 0.095435000000000006 0.15641500000000003 -0.08267999999999999 -0.217635 -0.068809999999999996 -0.081334999999999977 -0.06724999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 7 15 8 -5 -10 -8 12 -3 14 -13 -7
right_child=2 11 -4 4 -6 6 10 -9 9 -11 -12 13 -14 -15 -16 -17
leaf_value=0.041894801555326759 0.029335282598460809 0.0076623080590434815 0.031164192949895836 0.034505580149313438 0.00025032716164394568 0.01810741176256327 -0.0067629462489113314 0.030489860028602354 0.019076527078452549 0.011037706609923403 0.01111129787855256 0.02631917966741968 0.02372532475887041 0.017906613941250111 0.037139548993814532 0.025578952659616086
leaf_weight=60 95 68 91 52 76 55 87 100 1363 548 82 71 58 55 66 53
leaf_count=60 95 68 91 52 76 55 87 100 1363 548 82 71 58 55 66 53
internal_value=0 0.0257262 0.0173804 0.0168801 0.0163896 0.0169131 0.00966115 0.0178859 0.0172429 0.0167722 0.00189913 0.0226699 0.0150707 0.0276475 0.031545 0.0217906
internal_weight=0 378 2602 2511 2416 2340 277 2063 1963 1911 169 318 126 192 137 108
internal_count=2980 378 2602 2511 2416 2340 277 2063 1963 1911 169 318 126 192 137 108
is_linear=0
shrinkage=0.16829


Tree=3383
num_leaves=22
num_cat=0
split_feature=403 2 13 403 13 12 133 9 3 133 403 13 12 15 49 3 3 402 12 403 403
split_gain=0.560052 0.551485 0.930825 0.619963 0.638697 0.594882 0.716081 0.614381 0.544187 0.512965 0.50756 0.486723 0.549975 0.681491 0.776607 0.460581 0.45444 0.38537 0.531621 0.291581 0.289928
threshold=-0.088854999999999976 0.091235000000000024 0.11671500000000001 0.099985000000000004 0.11671500000000001 0.099170000000000022 -0.16371499999999997 -1.0000000180025095e-35 0.093925000000000022 0.066685000000000008 0.10488000000000001 0.097460000000000019 -0.097314999999999985 -0.094389999999999988 0.10078000000000002 -0.086884999999999976 -0.097199999999999995 -0.10783 0.094045000000000004 0.40520000000000006 -0.45015499999999992
decision_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 10 4 5 6 -2 -8 -9 15 11 12 -3 14 -14 -1 -15 20 -19 -5 -11
right_child=1 2 -4 19 -6 -7 7 8 -10 17 -12 -13 13 16 -16 -17 -18 18 -20 -21 -22
leaf_value=0.041702613989507309 0.03439567627843633 0.026245431115832104 -0.0035727094418814254 -0.0031773790231429335 0.034274900169685832 0.0032591444799468 0.0026802662804914141 0.018824065353419673 0.0012801996520542087 0.015792366047716881 0.029418071431335409 0.027883824276991164 -0.0055718605089210508 0.0025276305602683789 0.015211115186824687 0.020638643037186349 0.014944492665462 0.019408482822488346 -0.0013598966421852321 0.012711985536912046 0.033093045999366424
leaf_weight=56 70 66 103 59 63 85 81 981 53 54 52 54 137 99 81 63 545 92 56 73 57
leaf_count=56 70 66 103 59 63 85 81 981 53 54 52 54 137 99 81 63 545 92 56 73 57
internal_value=0 0.0144564 0.01167 0.0166177 0.0177077 0.0168845 0.0178603 0.0168206 0.0179266 0.0214008 0.0131901 0.012329 0.0114219 0.0102848 0.00214201 0.0305662 0.0130385 0.0171827 0.011538 0.00559631 0.0246927
internal_weight=0 2602 1137 1465 1333 1270 1185 1115 1034 378 1034 982 928 862 218 119 644 259 148 132 111
internal_count=2980 2602 1137 1465 1333 1270 1185 1115 1034 378 1034 982 928 862 218 119 644 259 148 132 111
is_linear=0
shrinkage=0.16829


Tree=3384
num_leaves=21
num_cat=0
split_feature=1446 2 13 1375 15 39 151 11 4 13 3 3 4 3 4 15 15 15 15 51
split_gain=0.525988 0.404022 0.608333 0.53502 0.613055 0.710337 0.624419 0.546357 0.432678 0.682365 1.07429 0.613216 0.549845 0.549517 0.341268 0.321983 0.321049 0.952292 0.321939 0.288711
threshold=0.111445 0.091235000000000024 0.11671500000000001 -0.086529999999999982 -0.42075999999999997 0.09086000000000001 -0.090364999999999987 0.078065000000000009 -0.0086549999999999978 -0.094359999999999986 -0.034509999999999992 -0.069724999999999995 0.0011850000000000003 -0.083319999999999991 -0.14088999999999999 -0.044884999999999994 -0.080724999999999977 -0.14051999999999998 -0.029529999999999997 -0.055414999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 -1 -5 6 -6 14 9 -3 11 19 -10 -14 -8 -4 17 -15 -18 -11
right_child=-2 2 15 4 5 -7 7 -9 12 10 -12 -13 13 16 -16 -17 18 -19 -20 -21
leaf_value=0.030623774968747932 0.028792826018449083 -0.0004854115113008647 0.0067707739115144367 -0.0025525499115616863 -0.00070098324395485997 0.033591350129601995 0.0019210738119222102 0.029599133003133469 -0.0047069021757084311 0.0067908382608895803 0.034338007233277623 -0.0031646194532158299 0.022081430672745126 0.012921754886244658 0.014262257196420526 -0.011459675350157033 0.018902218027534827 -0.0072704904073281843 0.0035366642790848951 0.019423955752172817
leaf_weight=54 57 69 58 64 82 52 67 64 80 68 86 54 92 152 1328 52 110 117 60 214
leaf_count=54 57 69 58 64 82 52 67 64 80 68 86 54 92 152 1328 52 110 117 60 214
internal_value=0 0.0124447 0.0100886 0.0141125 0.0135733 0.0142223 0.0135676 0.0143708 0.0112801 0.0150045 0.0175414 0.0132369 0.00828419 0.0102448 0.0136708 -0.00183092 0.00776014 0.00413258 0.0134896 0.016384
internal_weight=0 2923 1212 1711 1657 1593 1541 1459 1102 491 422 336 611 531 1395 110 439 269 170 282
internal_count=2980 2923 1212 1711 1657 1593 1541 1459 1102 491 422 336 611 531 1395 110 439 269 170 282
is_linear=0
shrinkage=0.16829


Tree=3385
num_leaves=21
num_cat=0
split_feature=2 159 0 158 52 13 34 40 13 13 1453 0 13 2 52 1211 2 158 3 133
split_gain=1.62878 1.12469 1.47427 0.749102 0.483845 0.75899 0.472674 0.459332 0.527915 1.5079 0.445716 0.466303 0.452698 0.45087 0.913985 0.501916 0.360318 0.359417 0.163537 0.30125
threshold=0.12414000000000001 0.078065000000000009 -0.029849999999999998 0.083550000000000013 -0.40011499999999994 -0.007069999999999999 -0.049569999999999996 -0.065259999999999999 -0.23438999999999996 -0.043279999999999992 -0.077554999999999985 -0.062714999999999979 -0.059629999999999996 0.088735000000000022 0.49613000000000007 0.10373 0.093870000000000023 0.10528500000000002 -0.014924999999999999 0.024980000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 18 -4 -6 -1 -2 -9 -10 -8 13 -13 15 -15 -12 17 -5 19 -3
right_child=7 3 4 16 5 -7 10 8 9 -11 11 12 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.024623611748718254 0.010330968982016599 0.021831207349851198 0.006689061236001422 -0.0052843486826540864 0.0045970946834323016 -0.020600576191286878 0.023529907121894914 0.0053188321447888058 -0.033206510697140056 0.0010123047542934735 0.011910696185825596 0.009257112054370539 0.031213151001531991 0.0037038947315840552 0.024075322156167995 -0.0045655338474465288 0.020477195277851138 0.013889760606661875 0.018578335874792695 0.037240376502189629
leaf_weight=65 61 81 75 52 58 81 67 77 58 98 1032 53 54 655 69 55 68 59 66 66
leaf_count=65 61 81 75 52 58 81 67 77 58 98 1032 53 54 655 69 55 68 59 66 66
internal_value=0 0.0105378 0.00909523 0.0188646 -0.00419039 -0.0100735 0.010483 -0.00265865 -0.00606708 -0.0116986 0.010019 0.00954615 0.0203545 0.00890656 0.00564785 0.0110754 0.0108221 0.00489111 0.0256148 0.0287618
internal_weight=0 2656 2264 392 214 139 2050 294 233 156 1985 1918 107 1811 724 1087 179 111 213 147
internal_count=2950 2656 2264 392 214 139 2050 294 233 156 1985 1918 107 1811 724 1087 179 111 213 147
is_linear=0
shrinkage=0.16829


Tree=3386
num_leaves=24
num_cat=0
split_feature=4 2 12 3 2 150 2 2 12 2 2 15 15 51 4 2 42 483 51 42 15 2 4
split_gain=50.3559 22.3262 11.5036 4.92071 3.98163 5.70877 2.93181 2.58049 2.51446 2.18267 2.07615 1.54007 1.32364 1.3032 0.97743 0.955098 0.680802 0.649356 0.57192 0.55104 0.539526 0.523091 0.477572
threshold=0.31392000000000003 0.13388500000000003 -0.041014999999999989 -0.11749 0.091235000000000024 0.082085000000000019 -0.0050599999999999994 0.15205000000000002 0.09253500000000002 0.14073000000000005 0.098180000000000003 -0.025879999999999997 -0.11124499999999998 0.026870000000000002 -0.013049999999999997 0.10233000000000002 0.093200000000000019 -0.055019999999999993 -0.092879999999999976 -0.013014999999999999 -0.035654999999999992 0.08895500000000002 -0.073079999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -2 8 12 -1 -3 17 15 -8 16 -6 14 -14 -5 -10 -4 -19 -13 -15 -20 -21
right_child=3 7 4 9 5 -7 10 -9 11 -11 -12 19 13 20 -16 -17 -18 18 21 22 -22 -23 -24
leaf_value=0.00093429360257800615 0.0015645071291095791 0.0012699573675158408 0.0027946508438425337 0.00050298380344732867 0.0027041603456716048 0.0012998786428402077 0.0022937900337489147 0.000299553319682852 0.0016498192398612689 0.00012872945904743036 0.0014404452693738336 0.0025745196490908448 0.0022351658066529926 0.0022707372492620525 0.0019264061590105086 0.0010124971159140947 0.0021592443687673667 0.0027558498330507038 0.0025034638079712932 0.0024095879375422898 0.0027161525949205918 0.0022786567707344966 0.0019812543865386409
leaf_weight=64 76 67 88 67 65 76 54 54 63 74 74 82 343 56 169 101 54 88 917 65 67 133 53
leaf_count=64 76 67 88 67 65 76 54 54 63 74 74 82 343 56 169 101 54 88 917 65 67 133 53
internal_value=0 0.0022221 0.00228883 0.00083175 0.00235312 0.00215993 0.0015121 0.000837176 0.00245025 0.000601482 0.00180073 0.00218744 0.00225326 0.00220705 0.00213332 0.000809508 0.00188524 0.00251818 0.00249677 0.00236405 0.00251365 0.00247502 0.0022175
internal_weight=0 2632 2511 318 2319 776 192 121 1543 242 128 317 700 635 512 168 117 1226 1138 200 123 1050 118
internal_count=2950 2632 2511 318 2319 776 192 121 1543 242 128 317 700 635 512 168 117 1226 1138 200 123 1050 118
is_linear=0
shrinkage=0.0032998


Tree=3387
num_leaves=27
num_cat=0
split_feature=1 12 1 12 4 4 4 10 16 1 52 1 12 12 4 159 402 4 1 4 12 1 16 43 133 43
split_gain=77.2477 12.6292 10.292 5.54417 4.37909 3.06138 2.47932 2.46625 2.68707 2.33809 1.60396 1.51353 1.80057 1.22003 0.870905 0.771726 0.743592 1.0595 1.00971 0.829749 0.559372 0.549823 0.442762 0.437678 0.436427 0.375454
threshold=0.10398500000000001 0.087255000000000013 0.13130500000000003 -0.032329999999999991 0.51326500000000019 0.23355000000000001 0.0060300000000000015 -0.0093599999999999985 0.026395000000000005 0.094165000000000013 -0.037619999999999994 0.086005000000000012 0.091680000000000011 0.11582000000000002 -0.040394999999999993 0.084435000000000024 0.089220000000000008 -0.16523499999999997 0.088395000000000015 -0.082619999999999985 0.084775000000000003 0.11657000000000002 -0.051259999999999993 -0.082739999999999994 -0.054584999999999995 -0.00017499999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 9 7 14 13 -2 10 -1 -9 12 25 15 -3 16 17 18 -5 -19 -18 -12 -14 -17 -22 -8
right_child=1 2 -4 6 -6 -7 11 8 -10 -11 21 -13 22 -15 -16 23 20 19 -20 -21 24 -23 -24 -25 -26 -27
leaf_value=0.0017839730443723471 2.7600560370720573e-05 0.0023987662959203291 0.00012795329698240616 0.001491406789646906 -0.00014578035987708387 0.0011277361597843273 0.0021096701348944863 9.8945647975947322e-05 0.0013412128071374448 0.00089579038685759971 0.00099846272383768628 0.0014631173408399308 0.0018937750172252279 0.001668546381363037 0.0018403713801045268 0.0022077991797814422 0.0026539809502505781 0.0023156103029704236 0.0021392569625951589 0.0021146295330011899 0.0024007918809543561 0.00059564980527190001 0.0015136776209335359 0.0025484285961840511 0.0020050867850973258 0.0024664567827991329
leaf_weight=81 58 53 52 53 98 53 90 54 69 54 63 79 71 52 74 77 52 296 53 982 79 91 66 95 52 53
leaf_count=81 58 53 52 53 98 53 90 54 69 54 63 79 71 52 74 77 52 296 53 982 79 91 66 95 52 53
internal_value=0 0.000800452 0.00142177 0.00207842 0.000467469 0.00179535 0.00211918 0.000646973 0.000776533 0.00142896 0.000589042 0.00186819 0.00198235 0.00216947 0.00207368 0.00218443 0.00216117 0.00213477 0.00181566 0.00216121 0.00236068 0.000760666 0.00171092 0.00239614 0.00224399 0.00224215
internal_weight=0 665 232 2285 433 180 2150 335 277 135 208 359 280 1791 127 1739 1567 1384 106 1278 183 154 137 172 131 143
internal_count=2950 665 232 2285 433 180 2150 335 277 135 208 359 280 1791 127 1739 1567 1384 106 1278 183 154 137 172 131 143
is_linear=0
shrinkage=0.0032998


Tree=3388
num_leaves=26
num_cat=0
split_feature=0 1 1 34 456 1 16 457 1 16 0 16 0 1 456 16 1 16 1211 4 1212 42 16 0 4
split_gain=1.36815 0.949026 1.15423 1.55296 0.923747 0.912666 0.827026 0.809113 0.643447 0.713539 0.559118 0.468363 1.02576 0.672442 0.608575 0.501624 0.464638 0.446973 0.445652 0.459286 0.398579 0.224257 0.191997 0.187168 0.150889
threshold=0.098975000000000021 0.095435000000000006 0.14828500000000003 -0.081629999999999994 0.078475000000000003 0.09227500000000001 0.14976500000000001 0.084485000000000018 0.13074500000000003 0.23074000000000003 -0.085349999999999995 -0.018754999999999997 -0.097774999999999987 0.077375000000000013 0.03981500000000001 -0.06859999999999998 0.090485000000000024 -0.098494999999999985 0.077725000000000016 0.0047050000000000008 0.08184000000000001 -0.024804999999999997 -0.004174999999999999 -0.074249999999999997 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
left_child=1 5 3 -3 7 10 -2 8 9 -5 11 13 -13 15 22 21 18 -15 19 20 -12 -1 -14 -10 -21
right_child=6 2 -4 4 -6 -7 -8 -9 23 -11 16 12 14 17 -16 -17 -18 -19 -20 24 -22 -23 -24 -25 -26
leaf_value=0.012137555541052484 -0.018543090818234246 0.030363067542931346 0.027555606182906336 0.00177305417157703 0.023154740039898359 0.029369794745628022 0.0061193574913728059 -0.017555471706604868 -0.015602820896415088 0.01864669200756805 0.011535168230849633 0.039224562330301763 0.015539364550571663 -0.0062778429717645573 0.030174144938612656 0.0026548192073805204 -0.0047283804943163855 0.012101444818926204 -0.0025781938565625105 -0.0031987497170396749 0.0218455426445665 0.021089779813786257 0.0032456141526369308 -0.0022904150985890051 0.0088337101756629059
leaf_weight=112 69 60 67 324 54 96 87 65 56 91 665 69 75 72 57 66 58 78 66 68 127 281 70 65 52
leaf_count=112 69 60 67 324 54 96 87 65 56 91 665 69 75 72 57 66 58 78 66 68 127 281 70 65 52
internal_value=0 0.0114088 0.00642934 0.00444716 0.00207044 0.0133432 -0.00477752 0.000173019 0.00232628 0.00547739 0.0125393 0.0156621 0.0214925 0.0130646 0.0154266 0.0162624 0.00988504 0.00326741 0.0107535 0.0117203 0.0131907 0.0185431 0.00961684 -0.00846638 0.00200034
internal_weight=0 2794 782 715 655 2012 156 601 536 415 1916 880 271 609 202 459 1036 150 978 912 792 393 145 121 120
internal_count=2950 2794 782 715 655 2012 156 601 536 415 1916 880 271 609 202 459 1036 150 978 912 792 393 145 121 120
is_linear=0
shrinkage=0.16829


Tree=3389
num_leaves=21
num_cat=0
split_feature=0 156 3 1348 15 12 0 15 1 42 0 42 3 3 0 0 47 12 15 42
split_gain=1.00754 1.41431 0.940951 0.88218 0.77017 0.864375 0.946643 0.7907 0.737619 0.686133 0.815256 0.608382 0.610309 0.509378 0.479305 0.449953 0.407456 0.459182 0.385724 0.186526
threshold=-0.0033699999999999993 0.090625000000000011 -0.014924999999999999 0.084895000000000012 -0.44792999999999994 0.084065000000000015 -0.12368999999999998 -0.031624999999999993 0.082135000000000014 -0.011964999999999998 -0.06612999999999998 0.079890000000000017 -0.086424999999999988 -0.12077499999999998 -0.23089999999999997 -0.095724999999999991 0.090515000000000026 0.12399000000000002 1.0000000180025095e-35 0.092600000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 15 7 -7 9 -2 -6 14 18 -13 -8 -11 -1 17 -15 -9 -18
right_child=1 -3 -4 -5 5 6 13 11 -10 10 -12 12 -14 16 -16 -17 19 -19 -20 -21
leaf_value=0.0081128533554271614 -0.015686461573360011 0.019255643252966369 -0.025554747852261656 -0.010878893019333596 0.027048806544885881 -0.0070063574204997474 0.025861990583383971 0.040074957669383932 0.0079528239891165226 -0.0023770851266399383 -0.011330371459150272 0.0042338751442708624 0.027004430690561031 0.0096516058608586905 0.015168402560709764 -0.012534807079466217 -0.0030425419911816183 0.025342148226251224 0.022777776813513822 0.0092596806611038914
leaf_weight=56 59 76 59 57 64 99 55 64 102 55 52 74 61 1437 219 64 102 55 87 53
leaf_count=56 59 76 59 57 64 99 55 64 102 55 52 74 61 1437 219 64 102 55 87 53
internal_value=0 -0.00052979 -0.00737292 0.00981601 0.0102709 0.010909 0.00898066 0.0160437 -0.000698861 0.0111059 0.00797045 0.0227707 0.0145361 0.00991163 0.0116399 -0.00288426 0.0093779 0.0102312 0.0301209 0.00115243
internal_weight=0 296 220 2654 2597 2477 1801 676 161 390 326 286 135 1702 274 120 1647 1492 151 155
internal_count=2950 296 220 2654 2597 2477 1801 676 161 390 326 286 135 1702 274 120 1647 1492 151 155
is_linear=0
shrinkage=0.16829


Tree=3390
num_leaves=23
num_cat=0
split_feature=4 2 123 2 0 2 2 0 4 0 4 4 2 2 49 124 13 13 4 13 155 4
split_gain=57.7306 18.6064 13.4107 4.38255 7.4329 2.89779 2.56632 2.32992 2.74838 3.12353 1.91335 1.46676 1.09573 1.29271 1.03396 1.01714 0.665988 0.645681 0.514272 0.392421 0.380634 0.161165
threshold=0.31392000000000003 0.13631000000000001 1.0000000180025095e-35 0.10060500000000001 -0.12851999999999997 0.14019000000000004 0.153865 -0.079119999999999982 -0.34140499999999996 -0.050249999999999996 0.043640000000000005 -0.10701499999999999 0.10052500000000002 0.11702000000000001 0.099620000000000014 -0.084389999999999979 -0.053249999999999999 -0.09219999999999999 -0.071659999999999988 -0.083574999999999997 0.11790000000000002 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 2 3 7 -5 12 -3 10 -9 16 11 -1 -2 -14 18 -4 -10 -13 20 -12 -6 -20
right_child=5 6 15 4 14 -7 -8 8 9 -11 19 17 13 -15 -16 -17 -18 -19 21 -21 -22 -23
leaf_value=0.0026918310861190706 0.00025527898389966433 0.001040626240628062 0.00066883582040729072 0.00081156323330577775 0.0016067023879721845 -0.000207595224156338 4.7259363714297947e-05 0.0024356165229229001 0.0020072069738568416 0.0010200010334472716 0.0019872708139651689 0.0023856157307484021 0.0011386883887284174 0.00047986077447086112 0.0015734644887986701 0.0012612537008702945 0.001731006295664752 0.0021270523938721557 0.0021832146920486928 0.0016547599316056631 0.0020120566801139755 0.0019746535633442005
leaf_weight=58 88 61 77 83 52 74 53 81 203 53 69 119 52 87 81 54 185 1105 114 94 52 71
leaf_count=58 88 61 77 83 52 74 53 81 203 53 69 119 52 87 81 54 185 1105 114 94 52 71
internal_value=0 0.00188383 0.00194213 0.0019978 0.00170474 0.000359128 0.000579107 0.00206528 0.00187577 0.00177286 0.00213371 0.00217666 0.00054403 0.000726582 0.00190501 0.000913308 0.0018756 0.00215222 0.00199781 0.00179573 0.00180972 0.00210336
internal_weight=0 2665 2551 2420 453 301 114 1967 522 441 1445 1282 227 139 370 131 388 1224 289 163 104 185
internal_count=2966 2665 2551 2420 453 301 114 1967 522 441 1445 1282 227 139 370 131 388 1224 289 163 104 185
is_linear=0
shrinkage=0.0032998


Tree=3391
num_leaves=13
num_cat=0
split_feature=44 48 34 10 52 12 52 1453 1375 41 15 1210
split_gain=0.633274 0.636834 1.1352 0.875713 0.865339 0.627059 1.31305 0.839229 0.779887 0.660422 0.740923 0.647454
threshold=0.081835000000000019 -0.078159999999999993 -0.079669999999999977 -0.086389999999999981 -0.0064899999999999992 0.083885000000000015 0.11628500000000001 -0.0067199999999999994 -0.012944999999999998 0.076195000000000013 -0.025879999999999997 -0.080804999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 9 -7 -9 10 -5 -10
right_child=-2 2 3 5 -6 7 -8 8 11 -11 -12 -13
leaf_value=0.0085160460143764004 0.025330068128324945 0.0268506220421901 -0.013258491615889045 0.0084706212668355894 -0.020678280785141393 0.023563683780155612 -0.016410559343996583 0.025555171700259893 -0.0055084282693189986 0.023224961295528885 -0.0039524506348904108 0.0078714090957822062
leaf_weight=59 52 80 62 358 56 100 89 67 109 54 219 1661
leaf_count=59 52 80 62 358 56 100 89 67 109 54 219 1661
internal_value=0 0.00658042 0.00708499 0.00650277 -0.0056847 0.00696457 0.00272043 0.00854123 0.00772248 0.00542162 0.00375234 0.00704644
internal_weight=0 2914 2799 2719 115 2657 720 1937 1837 631 577 1770
internal_count=2966 2914 2799 2719 115 2657 720 1937 1837 631 577 1770
is_linear=0
shrinkage=0.16829


Tree=3392
num_leaves=14
num_cat=0
split_feature=2 456 10 2 43 43 52 16 52 34 43 16 132
split_gain=0.6297 0.546934 0.480236 0.436156 0.377667 0.679103 0.52671 0.472971 0.376073 0.373854 0.349273 0.561356 0.244462
threshold=0.13631000000000001 -0.039309999999999991 -0.020369999999999996 -0.0098549999999999974 0.090280000000000013 0.064420000000000019 0.51668500000000006 -0.11082499999999999 0.11916 -1.0000000180025095e-35 -0.057539999999999994 -0.14239499999999997 -0.012949999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 9 5 6 8 -6 -5 -4 -2 -12 -9
right_child=10 2 3 4 7 -7 -8 12 -10 -11 11 -13 -14
leaf_value=0.023195860044000864 0.0057530537658822649 0.021655216932426613 0.0040894783886436413 0.0063809736746452198 0.024002744551152144 -0.013432288377564251 0.020389169189671298 0.014333975591349638 -0.00036027363494004866 -0.014124045045959616 0.0048051197912741869 -0.017864718625122039 0.0016458750671920583
leaf_weight=54 76 55 74 1889 72 52 70 83 267 56 52 76 90
leaf_count=54 76 55 74 1889 72 52 70 83 267 56 52 76 90
internal_value=0 0.00641374 0.00607843 0.00575482 0.00624489 0.00556823 0.0060129 0.0125291 0.0055453 -0.00374253 -0.00326974 -0.00864106 0.00774361
internal_weight=0 2762 2708 2653 2523 2278 2226 245 2156 130 204 128 173
internal_count=2966 2762 2708 2653 2523 2278 2226 245 2156 130 204 128 173
is_linear=0
shrinkage=0.16829


Tree=3393
num_leaves=14
num_cat=0
split_feature=2 48 3 51 483 15 123 13 51 403 52 50 15
split_gain=0.486891 0.496124 1.01931 0.615561 0.532214 1.08389 0.577523 0.9278 0.573188 0.49663 0.445587 0.321664 0.229282
threshold=0.16423500000000002 0.11466000000000001 -0.049204999999999992 0.12900500000000004 0.095955000000000013 -0.46772999999999992 1.0000000180025095e-35 -0.0090849999999999976 0.095375000000000015 -0.53317999999999988 0.11794500000000001 0.092790000000000011 -0.092489999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 8 12 9 -7 -6 -10 -8
right_child=-2 2 -4 -5 10 6 7 -9 11 -11 -12 -13 -14
leaf_value=0.02465835658975165 -0.0082454443515882804 0.033237881844013398 0.002546700283500005 0.017839620386705925 0.0022384403246167306 -0.0063716504011082659 0.011542767844546921 -0.023355213568064231 -0.016709520828155786 0.0059375867231532481 -0.017640582092061919 0.0017256835313463885 -0.0039610409690996433
leaf_weight=75 79 53 73 97 74 97 52 55 52 2092 56 55 56
leaf_count=75 79 53 73 97 74 97 52 55 52 2092 56 55 56
internal_value=0 0.0051375 0.0154707 0.00466529 0.00418492 0.00472409 0.00411536 -0.00555909 0.00480296 0.00539131 -0.00631101 -0.00721669 0.00348712
internal_weight=0 2887 126 2761 2664 2534 2459 163 2296 2189 130 107 108
internal_count=2966 2887 126 2761 2664 2534 2459 163 2296 2189 130 107 108
is_linear=0
shrinkage=0.16829


Tree=3394
num_leaves=10
num_cat=0
split_feature=121 2 48 39 160 160 160 1447 4
split_gain=0.501218 0.792889 0.513155 0.548377 0.425126 0.48971 0.720358 0.508589 0.342224
threshold=-0.070209999999999981 0.16423500000000002 0.11466000000000001 0.10096000000000001 0.3961050000000001 0.10488000000000001 0.091410000000000005 -0.086254999999999984 0.022635000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -4
right_child=1 -3 8 -5 -6 -7 -8 -9 -10
leaf_value=0.018833334448500348 0.016514615256486335 -0.015324830971283917 0.0046770367450741732 -0.0093220970205581954 0.015537482352760744 -0.0085531281693453174 0.020324554577186828 0.0030993202734253154 0.022982403988676292
leaf_weight=63 83 61 52 90 88 90 75 2298 66
leaf_count=63 83 61 52 90 88 90 75 2298 66
internal_value=0 0.00365299 0.00406096 0.00358943 0.00403128 0.00363288 0.00408017 0.00356772 0.0149309
internal_weight=0 2903 2842 2724 2634 2546 2456 2381 118
internal_count=2966 2903 2842 2724 2634 2546 2456 2381 118
is_linear=0
shrinkage=0.16829


Tree=3395
num_leaves=13
num_cat=0
split_feature=4 2 48 34 14 13 13 160 50 4 376 39
split_gain=0.840647 0.829411 0.720818 0.831865 0.626836 0.827517 0.74151 0.711962 0.490259 0.561593 0.476599 0.413414
threshold=-0.4950449999999999 0.097005000000000022 -0.087924999999999989 -0.027829999999999997 -0.24168999999999999 -0.16392499999999996 -0.47365999999999991 -0.54913999999999985 0.12263000000000002 -0.013049999999999997 0.084125000000000019 0.086040000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 11 -5 6 -6 -7 10 -10 -9 -4
right_child=2 -3 3 4 5 7 -8 8 9 -11 -12 -13
leaf_value=0.031695441500461288 0.021596289546216917 0.0054320179389751068 -0.020048192229576652 0.017656121217276562 0.0052074054377947978 0.022326999669795993 -0.020293191814000616 0.0036639656534854181 0.027436775110107357 0.0028922369871295468 -0.010634549531541429 -0.00017192561381418727
leaf_weight=62 63 76 61 92 56 60 76 2204 52 54 68 58
leaf_count=62 63 76 61 92 56 60 76 2204 52 54 68 58
internal_value=0 0.0172445 0.00379033 0.00338631 0.00400219 0.00351271 -0.00946115 0.00421589 0.00375817 0.0149499 0.00323523 -0.0103757
internal_weight=0 138 2844 2781 2662 2570 132 2438 2378 106 2272 119
internal_count=2982 138 2844 2781 2662 2570 132 2438 2378 106 2272 119
is_linear=0
shrinkage=0.16829


Tree=3396
num_leaves=10
num_cat=0
split_feature=9 160 1186 52 158 147 2 43 124
split_gain=0.712048 0.475435 0.41625 0.400582 0.900619 0.802463 0.45454 0.719848 0.631244
threshold=0.083710000000000021 -0.54243999999999992 0.062030000000000009 0.51371000000000011 -0.22218999999999997 0.095485000000000014 0.084095000000000017 -0.036849999999999994 -0.078224999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6 -8
right_child=-2 2 -4 -5 5 -7 8 -9 -10
leaf_value=0.016644636927756709 -0.010072370553030481 0.026494912059880488 -0.0072140757998708878 -0.0065550360933575875 0.0024842008277160886 0.024044912098451887 -0.010271742254235485 0.013416517018325556 0.0030520526077756388
leaf_weight=84 103 52 94 95 385 56 107 307 1699
leaf_count=84 103 52 94 95 385 56 107 307 1699
internal_value=0 0.00416353 0.00378778 0.00417133 0.00456304 0.0041158 0.00366831 0.00733683 0.00226166
internal_weight=0 2879 2795 2701 2606 2554 2498 692 1806
internal_count=2982 2879 2795 2701 2606 2554 2498 692 1806
is_linear=0
shrinkage=0.16829


Tree=3397
num_leaves=26
num_cat=0
split_feature=12 2 2 2 12 49 9 10 2 133 2 12 49 49 2 133 155 47 49 12 401 158 1455 475 12
split_gain=60.3003 17.7457 12.7668 11.4306 3.72386 5.35163 3.56802 3.20828 2.35212 2.23999 2.0916 1.59201 1.39069 1.22997 1.19923 1.14189 1.9939 0.962279 0.708419 0.673861 0.601207 0.581201 0.526721 0.293939 0.211304
threshold=0.056995000000000011 0.13501500000000002 0.10859000000000001 0.072175000000000017 -1.0000000180025095e-35 -1.0000000180025095e-35 0.082325000000000023 0.057650000000000007 0.14290000000000003 0.084675000000000014 0.10179000000000001 0.08598500000000002 1.0000000180025095e-35 0.10322500000000003 0.11585500000000001 0.046800000000000008 0.11198500000000002 0.090515000000000026 -0.06017999999999999 0.10082000000000001 0.078330000000000025 0.08962500000000001 -0.065979999999999983 -0.085734999999999992 0.093985000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 7 -5 -6 10 9 12 -1 11 20 14 15 -4 16 19 18 -13 -12 21 23 -20 -2 -19
right_child=1 -3 8 4 5 -7 -8 -9 -10 -11 13 17 -14 -15 -16 -17 -18 24 22 -21 -22 -23 -24 -25 -26
leaf_value=0.0011881954323872518 0.0023539834342355312 0.00028193081402980532 0.00076649728808311985 0.0011164819752731319 0.0012753905516080558 0.0024232695554842788 0.0011359161583361487 -8.8952579361196941e-05 -6.7883050261654255e-05 0.00032964499414553806 0.0012477518788141663 0.001694585664700924 0.00093491867415676651 0.0013770232353594461 0.00014253470095308227 0.0021793914389754035 0.0022428979540379083 0.00188445242549264 0.0017178222023138184 0.0017451169810997859 0.0025346885614269104 0.0024895153970035991 0.0020628896613213766 0.0020822395908093225 0.0016385987866670085
leaf_weight=86 53 69 52 97 79 101 53 54 100 54 65 68 68 71 95 87 54 73 52 56 57 55 979 315 89
leaf_count=86 53 69 52 97 79 101 53 54 100 54 65 68 68 71 95 87 54 73 52 56 57 55 979 315 89
internal_value=0 0.00192946 0.00086431 0.00120826 0.00163854 0.00191967 0.00198289 0.000593723 0.000349905 0.000857292 0.00200452 0.00205048 0.000544389 0.00176415 0.000363496 0.00186893 0.00171439 0.00198864 0.00202384 0.00147823 0.00221286 0.00216941 0.00204552 0.00212147 0.0017496
internal_weight=0 2196 786 471 277 180 2127 194 315 140 2074 1741 215 333 147 262 175 1261 1099 121 480 423 1031 368 162
internal_count=2982 2196 786 471 277 180 2127 194 315 140 2074 1741 215 333 147 262 175 1261 1099 121 480 423 1031 368 162
is_linear=0
shrinkage=0.0032998


Tree=3398
num_leaves=19
num_cat=0
split_feature=149 151 2 4 4 4 4 42 51 0 133 43 3 13 42 2 12 133
split_gain=0.667026 1.00818 0.874481 0.754177 1.36692 0.651391 0.603522 0.471707 0.985794 0.730482 0.6015 0.52312 0.545864 0.581342 0.549146 0.445534 0.445282 0.21792
threshold=0.079475000000000004 0.011180000000000001 0.093200000000000019 0.31392000000000003 0.42405000000000009 0.51395000000000002 -0.50810499999999992 0.094350000000000003 0.082075000000000009 -0.071749999999999994 0.12518000000000004 -0.15450999999999995 -0.096099999999999977 -0.0096349999999999977 0.091485000000000025 0.094155000000000016 0.097060000000000021 0.081310000000000007
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 -6 -1 11 9 10 -9 15 13 -13 -14 17 -11 -8
right_child=-2 2 -4 4 5 -7 7 8 -10 16 -12 12 14 -15 -16 -17 -18 -19
leaf_value=0.021221525518993114 0.020487365336738388 0.0012220962672569485 -0.026616718486639965 -0.022228637715747658 0.013687988399148306 -0.0056140062263168502 0.014248273440962246 0.013585407886513402 -0.0066936743514353072 0.034387467943213249 -0.0058333569528454315 -0.017950584859863967 0.0050149497693585633 0.0011127464679199395 -0.0083686071265009661 0.025794263094101329 0.01580717959967684 -0.00037797553778065411
leaf_weight=68 71 76 55 80 97 101 59 134 81 56 68 66 1518 144 92 53 107 56
leaf_count=68 71 76 55 80 97 101 59 134 81 56 68 66 1518 144 92 53 107 56
internal_value=0 0.00397106 -0.0104522 0.00465137 -0.00366033 0.00383295 0.00557561 0.00513776 0.0100867 0.0138155 0.0070395 0.00402659 0.00319587 -0.00487003 0.00424906 0.0130153 0.0222016 0.0071103
internal_weight=0 2911 131 2780 278 198 2502 2434 446 365 202 1988 1820 210 1610 168 163 115
internal_count=2982 2911 131 2780 278 198 2502 2434 446 365 202 1988 1820 210 1610 168 163 115
is_linear=0
shrinkage=0.16829


Tree=3399
num_leaves=25
num_cat=0
split_feature=12 2 13 2 9 13 43 52 2 13 0 40 47 49 0 2 0 1456 13 43 48 52 0 52
split_gain=43.4026 13.1164 10.2149 7.03512 3.87106 2.85449 4.34494 2.03216 1.60797 1.46973 1.4695 1.24935 0.893016 0.789509 1.10732 0.743 0.736975 0.718384 0.634096 0.602886 0.414462 0.388988 0.977602 0.378438
threshold=0.056995000000000011 0.13501500000000002 -0.00027999999999999998 0.10859000000000001 0.082325000000000023 -0.27740999999999993 -0.073404999999999984 -0.088779999999999984 0.10656 0.0024700000000000004 -0.06537999999999998 -0.078949999999999979 0.10933000000000002 -0.032374999999999994 -0.14164999999999997 0.08784500000000002 -0.10998999999999999 -0.082149999999999987 -0.014114999999999997 -0.076949999999999977 0.086840000000000014 -0.54340999999999984 -0.067969999999999989 -0.43279999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 7 8 20 11 -4 12 -5 19 18 15 -9 -15 16 -2 -18 -7 -10 -1 -17 -23 -12
right_child=1 -3 3 9 -6 6 -8 13 10 -11 23 -13 -14 14 -16 21 17 -19 -20 -21 -22 22 -24 -25
leaf_value=-7.7726269569805681e-05 0.002013169410990224 3.96185718010164e-05 0.0016642255178723332 0.00059509559027220266 0.00062025798392512468 0.00046998487273439956 0.00089389226709879347 0.00070118081610711584 0.0012348515714107925 -0.00011077838189994158 0.0016975814620933062 -0.0003736129242055135 0.0012372611354754704 0.0015527971947953919 0.00092051188851430526 0.0017619142244938459 0.001956981131926082 0.0015872934564521866 -1.7453563755977889e-05 0.00075021133621736751 -0.0004730605581375411 0.0015124063179171616 0.0010898203640136144 0.0013312437093130603
leaf_weight=64 53 69 84 79 53 59 103 53 57 54 63 55 91 52 73 55 62 915 57 56 53 592 67 63
leaf_count=64 53 69 84 79 53 59 103 53 57 54 63 55 91 52 73 55 62 915 57 56 53 592 67 63
internal_value=0 0.00145606 0.000552387 0.000926675 0.00150199 0.000174179 0.000358472 0.00124048 0.00152451 0.000308235 0.00126912 3.57608e-05 0.00155775 0.00104031 0.00118382 0.00157445 0.00163153 0.00161079 0.000230164 0.000994988 -0.00025711 0.00149207 0.0014695 0.00151469
internal_weight=0 2196 786 395 2127 391 274 262 2074 133 239 171 1835 178 125 1744 1030 977 116 113 117 714 659 126
internal_count=2982 2196 786 395 2127 391 274 262 2074 133 239 171 1835 178 125 1744 1030 977 116 113 117 714 659 126
is_linear=0
shrinkage=0.0032998


Tree=3400
num_leaves=26
num_cat=0
split_feature=1 3 3 1 12 16 14 3 3 48 12 3 1 131 12 3 1 133 1 1 1375 51 49 1212 3
split_gain=125.883 16.3416 13.9885 7.18741 6.48211 5.41473 5.22367 4.50501 6.47551 3.8251 2.68463 2.30821 1.84663 1.81067 1.5793 1.78386 1.16178 0.841185 0.815248 1.47293 0.747226 0.653096 0.643728 0.403864 0.342796
threshold=0.10818500000000002 -0.062694999999999987 -0.065674999999999983 0.09258000000000001 -1.0000000180025095e-35 -0.27637999999999996 0.076450000000000004 0.3148450000000001 0.085880000000000012 -0.063699999999999993 0.12240000000000002 0.143375 0.13074500000000003 0.086990000000000012 0.093910000000000007 -0.10859999999999999 0.079225000000000004 -0.086034999999999986 0.087055000000000007 1.0000000180025095e-35 -0.083119999999999986 0.024640000000000006 0.091160000000000005 0.10227500000000002 -0.088824999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 10 -5 -2 9 8 12 -1 17 -10 -3 -7 15 16 -11 -4 19 -19 -17 23 -22 24 -16
right_child=1 7 3 4 -6 13 -8 -9 11 14 -12 -13 -14 -15 21 20 -18 18 -20 -21 22 -23 -24 -25 -26
leaf_value=0.001820436980603425 0.00077994175286327696 0.0005369636077373213 0.0020650038612024749 0.00080478301277331528 0.0021029128029655011 0.0016319613537667142 0.0035891548450414533 -0.00024208505394462756 0.0016733020649287208 0.0026301737290501926 0.0016378984355414458 0.00073640029863807348 -0.00012622009370209537 0.0024667376547834849 0.0025406244875432033 0.0031364295179646018 0.0019499845830504474 0.0023834025249515247 0.0021890428467937718 0.0030072860254195775 0.0027535404655829646 0.0028094185678842047 0.0024909119205314785 0.0027071679414238225 0.0023194569299315342
leaf_weight=63 54 95 53 81 87 57 63 89 59 58 54 56 88 57 121 52 53 99 58 72 1045 60 116 54 234
leaf_count=63 54 95 53 81 87 57 63 89 59 58 54 56 88 57 121 52 53 99 58 72 1045 60 116 54 234
internal_value=0 0.000782289 0.00252464 0.0020351 0.00147724 0.00164175 0.00265319 0.0004091 0.0006037 0.0026214 0.00231392 0.00121738 0.000217863 0.00204966 0.00264952 0.0027081 0.00230572 0.00244325 0.00253064 0.0026463 0.0027449 0.00248406 0.00272733 0.00243625 0.00239494
internal_weight=0 555 2423 504 168 168 1919 387 298 1856 336 115 183 114 1793 1324 111 282 229 171 1213 469 1161 409 355
internal_count=2978 555 2423 504 168 168 1919 387 298 1856 336 115 183 114 1793 1324 111 282 229 171 1213 469 1161 409 355
is_linear=0
shrinkage=0.0032998


Tree=3401
num_leaves=17
num_cat=0
split_feature=9 3 1374 2 49 1 3 1429 42 3 4 3 2 13 484 52
split_gain=1.38313 1.34731 0.783377 0.742523 1.04311 1.27705 1.03579 1.00554 0.968348 0.899842 1.4392 0.73017 1.30862 0.954065 0.462238 0.391878
threshold=-1.0000000180025095e-35 0.3148450000000001 0.085820000000000021 0.097005000000000022 -0.048899999999999992 0.10540500000000001 0.11391500000000002 0.083960000000000021 0.084115000000000009 -0.0031199999999999995 -0.15366499999999997 -0.14326499999999995 0.11002000000000002 -0.089024999999999979 0.110365 -0.086514999999999981
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 -5 11 9 -9 10 -2 12 -6 -13 -12 -11
right_child=1 -3 -4 4 6 -7 -8 8 -10 15 14 13 -14 -15 -16 -17
leaf_value=-0.014115140329341726 0.035204722863314622 -0.014211542750953279 0.024891920817440846 -0.031178359685204757 0.033968868170413717 0.0036192522474558677 0.023076369505462557 -0.021231191135045218 0.0076334988985047357 0.012317850676893607 0.0087344425272838401 -0.020692599288089523 -0.00030786426171518357 0.0029523866001411009 -0.0073857825246896689 0.030896098809605959
leaf_weight=89 58 81 74 52 56 70 85 58 76 54 1506 54 72 460 52 81
leaf_count=89 58 81 74 52 56 70 85 58 76 54 1506 54 72 460 52 81
internal_value=0 0.0071786 0.00779626 0.00733289 0.00319712 -0.0111978 0.00561524 0.00919467 -0.00484677 0.0102703 0.00916577 0.00330061 0.0146742 0.000464788 0.00819526 0.0234781
internal_weight=0 2889 2808 2734 849 122 727 1885 134 1751 1616 642 128 514 1558 135
internal_count=2978 2889 2808 2734 849 122 727 1885 134 1751 1616 642 128 514 1558 135
is_linear=0
shrinkage=0.16829


Tree=3402
num_leaves=26
num_cat=0
split_feature=1 3 2 2 150 124 3 43 12 2 1 3 2 0 16 12 483 3 3 0 0 12 483 0 16
split_gain=82.1847 16.1786 9.05168 6.27788 4.97794 4.34929 3.89137 5.91166 2.64829 2.11502 2.05819 3.641 1.55315 2.42797 1.65666 1.49792 1.44807 1.33752 1.26894 1.25212 1.00711 0.906795 0.7735 0.473441 0.303865
threshold=0.10818500000000002 -0.049204999999999992 0.10052500000000002 0.11426500000000002 1.0000000180025095e-35 -0.080429999999999988 0.3148450000000001 -0.049364999999999992 -0.032329999999999991 0.12068000000000001 0.085780000000000009 -0.15041499999999997 0.087665000000000007 -0.071879999999999986 -0.10064999999999998 0.098845000000000016 -0.074039999999999981 -0.071844999999999978 0.143375 -0.06952499999999999 -0.086774999999999977 0.097145000000000023 0.089065000000000019 -0.06976499999999998 -0.034004999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 8 -1 7 20 -4 21 11 -7 13 14 -12 -2 -13 -16 -9 22 -3 23 -18 -10 -23
right_child=1 6 4 -5 -6 10 -8 18 9 -11 12 16 -14 -15 17 -17 19 -19 -20 -21 -22 24 -24 -25 -26
leaf_value=0.0015853589358084991 0.002675252359543506 -7.4819585343973978e-05 0.0013994294791732757 0.0010209052832304171 0.0011242537465809552 0.0033607054959239576 -4.3223970866430845e-05 0.0014377198876928524 0.0022754548259486663 0.0016452508797741186 0.001934901038130881 0.0029445778619715773 0.0018696808780202794 0.0017291307376639867 0.0024675066726889548 0.0018902665988654985 0.0025442147973642375 0.0030193390486203332 0.00080706571029422213 0.0020816679166225224 0.00049768093029962262 0.0022428369224257597 0.0022152691862137724 0.0026198939199730217 0.0019207358812514347
leaf_weight=60 52 59 53 74 67 59 89 93 86 65 53 83 75 54 270 55 1048 59 56 77 77 72 86 94 62
leaf_count=60 52 59 53 74 67 59 89 93 86 65 53 83 75 54 270 55 1048 59 56 77 77 72 86 94 62
internal_value=0 0.0009508 0.00235866 0.00176075 0.00196228 0.00246144 0.000558727 0.000746828 0.00209217 0.00218895 0.00248962 0.00255725 0.00231048 0.00238623 0.00247903 0.00227208 0.00252059 0.00256657 0.00120093 0.0024915 0.000249058 0.00230138 0.0025193 0.00245552 0.00209407
internal_weight=0 555 2423 181 499 1924 374 285 432 379 1864 1353 511 436 382 107 1294 329 149 1211 136 314 1134 180 134
internal_count=2978 555 2423 181 499 1924 374 285 432 379 1864 1353 511 436 382 107 1294 329 149 1211 136 314 1134 180 134
is_linear=0
shrinkage=0.0032998


Tree=3403
num_leaves=17
num_cat=0
split_feature=12 16 1 40 3 0 0 16 150 16 0 159 15 448 39 0
split_gain=1.00581 1.21698 1.47916 1.29178 0.716306 0.653676 1.6345 0.862012 0.794096 0.752217 0.94409 0.738006 0.741226 0.570574 0.567164 0.343251
threshold=-1.0000000180025095e-35 -0.23389999999999997 0.10174000000000001 -0.065259999999999999 0.28833000000000003 -0.14259999999999998 -0.11742499999999999 -0.50790499999999994 -0.047864999999999991 -0.094854999999999981 -0.22745499999999999 0.12274500000000001 -0.24211499999999997 -1.0000000180025095e-35 0.093500000000000014 -0.084914999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 15 -4 5 7 -7 -2 -8 -9 -11 12 -10 -14 -1 -3
right_child=4 2 3 -5 -6 6 8 9 11 10 -12 -13 13 -15 -16 -17
leaf_value=0.021562600868130836 0.001333668298373809 -0.0012036234073820142 -0.0017887380308241989 -0.032376150568113098 -0.010145394359007166 -0.02135483563392827 0.027650907886391188 0.037545747896321285 -0.011461597436690753 -0.0011224671742060001 0.029022629696867117 0.02567430760226876 -0.008901698287024697 0.0084631561670957256 -0.00026421073874132258 0.016566011362285925
leaf_weight=80 73 68 75 82 58 53 60 65 57 55 63 65 55 1955 58 56
leaf_count=80 73 68 75 82 58 53 60 65 57 55 63 65 55 1955 58 56
internal_value=0 -0.000561485 -0.00692152 -0.0177758 0.00832932 0.00875848 0.00783824 0.0168216 0.00854491 0.02299 0.0149567 0.00800638 0.00744991 0.0079871 0.012376 0.00680688
internal_weight=0 419 281 157 2559 2501 2245 256 2192 183 118 2132 2067 2010 138 124
internal_count=2978 419 281 157 2559 2501 2245 256 2192 183 118 2132 2067 2010 138 124
is_linear=0
shrinkage=0.16829


Tree=3404
num_leaves=12
num_cat=0
split_feature=124 14 12 1373 2 453 123 159 2 12 52
split_gain=0.738601 1.18074 0.669158 0.629195 0.686841 0.501573 0.490172 0.424501 0.428949 0.796477 0.240151
threshold=-0.048219999999999992 -0.31108499999999994 -0.089399999999999993 0.078175000000000008 -0.054704999999999997 0.084945000000000007 0.083795000000000022 0.13622000000000004 0.15616000000000005 -1.0000000180025095e-35 -0.031059999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -3 7 -1 8 9 -6 -4
right_child=1 3 10 -5 5 -7 -8 -9 -10 -11 -12
leaf_value=-0.0061069965495533611 -0.014603252074508726 0.021707956691283642 -0.01976211329668769 0.023594404129042817 -0.0087089872433535227 0.022528864940028859 0.016031779900862662 0.020881053119599761 0.019033390043180547 0.0059519607668472394 -0.0044636873919166632
leaf_weight=52 72 85 59 65 110 53 62 53 66 2243 58
leaf_count=52 72 85 59 65 110 53 62 53 66 2243 58
internal_value=0 0.00665524 -0.00324783 0.00722811 0.00681983 0.00631793 0.00591763 0.00596964 0.00564219 0.00526582 -0.0121936
internal_weight=0 2747 231 2675 2610 2525 114 2472 2419 2353 117
internal_count=2978 2747 231 2675 2610 2525 114 2472 2419 2353 117
is_linear=0
shrinkage=0.16829


Tree=3405
num_leaves=13
num_cat=0
split_feature=148 3 1452 3 160 52 3 12 48 52 12 1375
split_gain=0.731684 1.16955 0.505523 0.424522 0.443571 0.427394 0.977104 0.725588 0.621717 0.826474 0.470376 0.388232
threshold=-0.064274999999999985 -0.049204999999999992 0.099915000000000018 -0.24190499999999995 -0.54959499999999994 -0.049669999999999999 0.15937000000000004 -0.10063999999999999 0.10512500000000001 -0.081674999999999984 -0.084509999999999988 -0.084979999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 8 -7 9 -6 -9 -12
right_child=2 -3 -4 4 5 7 -8 10 -10 -11 11 -13
leaf_value=0.0067054037791433466 0.019896966000506659 -0.022779495845478222 0.02237006064455143 -0.0099258098592894944 0.0053161040819215627 0.023047897419662976 -0.019819948667844235 -0.0072596255565803829 0.021790669203826028 -0.010379729216980537 0.021334047680691953 0.0065493799762596791
leaf_weight=90 59 66 53 52 569 78 52 68 52 114 52 1656
leaf_count=90 59 66 53 52 569 78 52 68 52 114 52 1656
internal_value=0 -0.00575746 0.00607852 0.00576412 0.00545382 0.00575732 0.00246792 0.00715265 0.0040472 0.00269367 0.00645354 0.00700055
internal_weight=0 156 2805 2752 2693 2641 787 1854 735 683 1776 1708
internal_count=2961 156 2805 2752 2693 2641 787 1854 735 683 1776 1708
is_linear=0
shrinkage=0.16829


Tree=3406
num_leaves=23
num_cat=0
split_feature=4 2 12 13 52 2 457 14 39 0 4 2 13 14 0 4 147 12 51 2 159 15
split_gain=76.315 30.4752 14.6916 8.45508 4.49417 4.32212 3.71033 2.92423 2.5112 2.4456 3.04391 2.03632 1.79763 1.75393 1.47298 4.23167 1.24159 1.12309 1.47945 0.695074 0.659478 0.476876
threshold=0.31392000000000003 0.13388500000000003 0.056995000000000011 -1.0000000180025095e-35 -0.0092149999999999992 0.14870000000000003 0.08351500000000002 0.073890000000000011 0.085190000000000016 -0.11825999999999999 0.0060300000000000015 0.15305000000000002 -0.079604999999999995 -0.45687499999999998 -0.15445999999999996 -0.15615999999999999 0.074865000000000015 0.092755000000000018 0.11178000000000002 0.11543500000000002 0.087410000000000015 -0.063834999999999989
decision_type=2 2 2 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 13 14 9 -1 -4 17 -3 -12 -2 -5 -16 19 20 -19 -15 -11 -14
right_child=5 11 7 6 -6 -7 -8 -9 -10 10 12 -13 21 16 15 -17 -18 18 -20 -21 -22 -23
leaf_value=0.0078905663633419137 0.0087240768100806405 0.0085094056393643629 0.0091935279604278986 0.010306887713502856 0.0094382372147043692 0.00720403782815389 0.008939436581346381 0.010622693178240092 0.0088057885079894805 0.0100695822554982 0.0099829828174342519 0.0076416327970295272 0.0095257419889076059 0.0081125879780700235 0.010215228544319376 0.0090320731651231268 0.0084939547571947424 0.0099150605483356666 0.0093355553349491974 0.0076386179349080862 0.0097725384476582914 0.009131788888453455
leaf_weight=53 55 67 52 69 83 60 56 66 90 1020 94 55 131 76 77 59 52 470 56 69 98 53
leaf_count=53 55 67 52 69 83 60 56 66 90 1020 94 55 131 76 77 59 52 470 56 69 98 53
internal_value=0 0.00973097 0.0098088 0.00929272 0.00882374 0.00800485 0.00969868 0.00993199 0.00846683 0.00990888 0.00992821 0.00811849 0.0096055 0.00819539 0.00990591 0.00970221 0.0080476 0.00998276 0.00985343 0.00788729 0.0100436 0.00941246
internal_weight=0 2649 2527 487 226 312 261 2040 143 1974 1922 122 278 252 205 136 197 1644 526 145 1118 184
internal_count=2961 2649 2527 487 226 312 261 2040 143 1974 1922 122 278 252 205 136 197 1644 526 145 1118 184
is_linear=0
shrinkage=0.0032998


Tree=3407
num_leaves=23
num_cat=0
split_feature=3 3 9 51 150 123 41 13 3 3 159 160 49 400 13 3 3 3 159 130 157 133
split_gain=26.368 11.3388 4.61101 2.89322 2.06565 2.28711 1.88773 1.43713 1.36691 1.47446 1.22151 2.25969 1.49447 0.787629 0.768547 1.07632 0.865643 0.785977 0.73531 0.516801 0.411084 0.375227
threshold=-0.046079999999999989 0.28833000000000003 -1.0000000180025095e-35 -0.088934999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 0.081500000000000017 -0.49410499999999996 -0.010724999999999998 0.092005000000000017 0.10107000000000001 -0.062634999999999982 0.12757000000000004 1.0000000180025095e-35 0.044405000000000007 -0.23098999999999997 -0.14088999999999999 -0.096599999999999991 0.11396500000000001 0.011480000000000002 -0.004729999999999999 0.087455000000000019
decision_type=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 20 -5 8 10 -3 -6 -10 12 -12 13 14 16 -16 -1 -18 -13 -17 -4 -7
right_child=1 7 3 4 5 21 -8 -9 9 -11 11 18 -14 -15 15 19 17 -19 -20 -21 -22 -23
leaf_value=0.002648516421468084 0.00081630482727082629 0.0009287522176791408 0.002375459573086494 0.00097606210967025593 0.0013879194912504462 0.0014780287852470405 0.0016894788308635088 0.00021050759345714985 0.0023331506316976161 0.0017631130065943236 0.001400207525585962 0.0024798146697290182 0.0017020725232797101 0.0025965995385414842 0.0023766646696837639 0.0017841347832236822 0.0018327829144159729 0.0022386434554124805 0.0019584165238691917 0.0021256993654123566 0.0019909607338400234 0.0011263748827780281
leaf_weight=55 69 55 56 52 55 81 90 68 79 135 61 52 63 60 80 122 55 1390 71 83 71 58
leaf_count=55 69 55 56 52 55 81 90 68 79 135 61 52 63 60 80 122 55 1390 71 83 71 58
internal_value=0 0.00145178 0.00162419 0.0017191 0.00159708 0.00167614 0.00215916 0.00053196 0.00185407 0.00197371 0.00217935 0.00192109 0.00220424 0.00222137 0.00220874 0.00205018 0.00223884 0.00222322 0.00217913 0.0019226 0.00216078 0.00133155
internal_weight=0 779 656 587 460 408 2182 123 269 214 2092 184 1908 1845 1785 285 1500 1445 123 205 127 139
internal_count=2961 779 656 587 460 408 2182 123 269 214 2092 184 1908 1845 1785 285 1500 1445 123 205 127 139
is_linear=0
shrinkage=0.0032998


Tree=3408
num_leaves=26
num_cat=0
split_feature=1 12 1 3 10 3 3 47 14 41 52 3 1454 15 16 16 52 12 40 3 133 39 1211 131 15
split_gain=42.6589 9.87958 5.07493 3.02705 2.8773 2.23978 3.93254 1.87257 1.83536 2.10248 1.3 1.28196 1.17579 0.988485 1.35914 0.917045 0.92449 0.809105 0.790965 0.760819 1.06863 0.668142 0.649759 0.449946 0.593909
threshold=0.11829500000000003 0.056995000000000011 0.092845000000000025 0.30863500000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11745500000000002 0.08593000000000002 0.056865000000000006 0.076195000000000013 0.053330000000000009 -0.081224999999999978 0.08141000000000001 -0.048914999999999993 0.08215500000000002 0.0054050000000000009 -0.0019149999999999998 0.09253500000000002 -0.078949999999999979 0.090170000000000014 -0.023274999999999997 0.08955500000000001 0.083495000000000014 0.095205000000000026 -0.055184999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 -2 18 -7 21 9 11 19 12 13 17 -15 16 -13 -3 -4 20 -1 -6 -18 24 -17
right_child=3 8 5 -5 7 6 -8 -9 -10 -11 -12 15 -14 14 -16 23 22 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0017621133217828832 0.00045984394883780231 0.0023189107927201317 0.0013829509551113177 0.00045761318921607163 0.0012796089628697757 0.0022509517580706923 0.0011607976286214098 0.0017168191382375051 0.0028254935927759673 0.0016109039044809122 0.0025987461336262918 0.002601117287932068 0.0018783835061864716 0.0023782427709112723 0.0027625980262460333 0.002091265881273638 0.002142472260423195 0.0019209582989532807 0.00087439945341872183 0.0016766238135524261 0.0023638990141779206 0.00081201519792207914 0.0024915675204783298 0.0022455518198676817 0.0016763325151316426
leaf_weight=52 53 188 92 92 80 83 64 81 67 52 52 72 55 757 117 82 389 81 53 55 87 58 70 57 72
leaf_count=52 53 188 92 92 80 83 64 81 67 52 52 72 55 757 117 82 389 81 53 55 87 58 70 57 72
internal_value=0 0.00218206 0.00178361 0.000975662 0.00115076 0.00148904 0.00177657 0.0013178 0.00228616 0.002268 0.00213311 0.0022856 0.00235272 0.00237551 0.00242974 0.00217718 0.00225081 0.00219921 0.00119731 0.00200811 0.00213902 0.00108334 0.00219579 0.00199169 0.0018975
internal_weight=0 2597 538 364 272 292 147 219 2059 1992 246 1940 1198 1143 874 742 531 269 145 194 139 138 459 211 154
internal_count=2961 2597 538 364 272 292 147 219 2059 1992 246 1940 1198 1143 874 742 531 269 145 194 139 138 459 211 154
is_linear=0
shrinkage=0.0032998


Tree=3409
num_leaves=29
num_cat=0
split_feature=12 2 4 2 2 4 2 2 12 4 49 16 16 16 13 2 11 49 15 1212 2 15 2 13 12 16 13 2
split_gain=46.8755 17.8941 11.1273 7.14584 8.92392 6.43766 3.80061 2.32228 1.94273 1.6507 1.47836 1.02178 0.899177 0.869127 0.85937 0.693878 1.00564 0.630134 0.670928 0.536446 0.73126 0.460316 0.603758 1.00391 0.420497 0.404275 0.484788 0.350075
threshold=0.056995000000000011 0.13447000000000003 -0.17568999999999999 0.10433000000000002 0.078775000000000012 0.40052000000000004 0.092250000000000013 0.14744000000000002 0.090455000000000021 -0.054799999999999995 0.090085000000000012 0.022165000000000004 -0.28430999999999995 -0.013049999999999997 -0.085114999999999982 0.10043500000000001 1.0000000180025095e-35 0.10322500000000003 0.021950000000000001 0.041590000000000009 0.085910000000000014 0.091195000000000012 0.093595000000000025 -0.066869999999999999 0.083400000000000016 -0.00017499999999999997 -0.00045499999999999995 0.096685000000000007
decision_type=2 2 2 2 2 2 2 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 27 4 13 8 -6 10 15 21 11 12 -5 -4 -11 16 19 18 -16 24 -21 25 23 -23 -2 26 -10 -1
right_child=1 -3 3 7 6 -7 -8 -9 9 14 -12 -13 -14 -15 17 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=0.0020159995038250621 0.0021659430906119004 0.00062989056979446186 0.00074389594908699449 0.00093475188929126112 0.0024474259393521664 0.0011557900891177872 0.0014409566630238096 0.00031660242949421344 0.0027989092204393148 0.0024750076516895769 0.0014442504583021781 0.0012080776637442316 0.00041536564099839727 0.0012290406936593 0.0021720480894124807 0.0020507200241453656 0.0028529659128205907 0.0017816932457071181 0.0017959077309052949 0.0021177649210116479 0.002550694164195769 0.0024419286016752364 0.0024715531471738356 0.0018943618236376401 0.0024786514646354461 0.0023055723935044192 0.0023669564543915044 0.0023767991707027976
leaf_weight=54 52 72 98 75 97 52 71 81 67 56 54 56 71 69 278 52 63 86 65 130 65 66 99 84 742 84 52 70
leaf_count=54 52 72 98 75 97 52 71 81 67 56 54 56 71 69 278 52 63 86 65 130 65 66 99 84 742 84 52 70
internal_value=0 0.00224802 0.00131142 0.00114372 0.00148513 0.00230367 0.00202228 0.000804228 0.0023329 0.00222194 0.000958379 0.000828318 0.000682415 0.000944556 0.00208762 0.00242703 0.0024456 0.00203697 0.00210087 0.00241961 0.00226226 0.002366 0.00226927 0.00213553 0.00245822 0.00248447 0.00261045 0.00221996
internal_weight=0 2165 796 672 335 2093 168 337 2041 937 256 202 146 167 485 1104 1052 429 343 989 195 452 249 150 794 203 119 124
internal_count=2961 2165 796 672 335 2093 168 337 2041 937 256 202 146 167 485 1104 1052 429 343 989 195 452 249 150 794 203 119 124
is_linear=0
shrinkage=0.0032998


Tree=3410
num_leaves=35
num_cat=0
split_feature=1 1 12 10 3 51 50 0 52 16 0 16 16 16 48 43 12 12 402 12 2 2 47 1213 1 0 475 1 52 3 0 3 43 12
split_gain=51.0254 8.29 9.43068 5.99784 3.46416 3.08651 4.39052 2.91238 2.57257 1.85392 1.66733 1.59865 1.58039 1.29866 1.12893 1.04096 1.63304 1.62871 1.13715 0.992024 1.40097 1.20332 0.828078 0.773575 0.736981 0.521216 0.468716 0.652091 0.468576 0.500851 0.417673 0.249566 0.544714 0.159874
threshold=0.11829500000000003 0.090650000000000022 0.085845000000000019 1.0000000180025095e-35 -0.018854999999999997 -0.067854999999999985 0.086135000000000017 -0.14534499999999997 -0.092084999999999986 -0.075274999999999995 -0.071299999999999988 -0.077509999999999982 -0.093484999999999985 -0.43491999999999992 0.091775000000000009 -0.0005399999999999999 0.084270000000000012 0.084775000000000003 0.085200000000000012 0.088105000000000003 0.097375000000000003 0.10457000000000001 0.099745000000000014 0.030480000000000004 0.10575500000000002 -0.052874999999999998 -1.0000000180025095e-35 0.099250000000000019 0.053330000000000009 -0.085674999999999987 -0.081414999999999987 -0.082004999999999981 0.19508000000000003 0.094435000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 5 -3 -2 9 12 -6 13 15 -4 -1 -7 24 16 28 -17 23 20 -12 -21 26 -18 -10 -23 -13 33 29 -9 -20 -19 -33 -28
right_child=3 2 11 -5 8 6 -8 10 14 -11 19 22 -14 -15 -16 17 18 31 30 21 -22 25 -24 -25 -26 -27 27 -29 -30 -31 -32 32 -34 -35
leaf_value=0.0024385227357187158 0.0016578673937397042 0.00078933465662965596 0.0018775021874341612 -0.00014143090047585394 0.0022869674159262071 0.0006128521112448587 0.0017288574974933602 0.0027226229722764144 0.0018423700206255111 0.00015140821310376991 0.002715609062778367 0.0021913657243151732 0.0031636683216047126 0.0012473964907001465 0.0010631138718416513 0.0016152275341779312 0.0022148190013559859 0.0021107143550805965 0.0024431244837004951 0.0016227268852054726 0.0019455192909272052 0.0022863809416624045 0.0019971135936609373 0.0025562577361427489 0.0013638098488722068 0.0018907076832651863 0.0025477833520643873 0.0028630039066653086 0.0029119585538697457 0.002312752630364756 0.0028096093719007739 0.002496361570270562 0.0021189978960072442 0.0022838097791160537
leaf_weight=71 74 66 97 52 53 90 54 76 77 55 52 53 62 58 55 52 651 89 109 84 52 87 52 83 66 65 52 52 54 60 52 98 76 58
leaf_count=71 74 66 97 52 53 90 54 76 77 55 52 53 62 58 55 52 651 89 109 84 52 87 52 83 66 65 52 52 54 60 52 98 76 58
internal_value=0 0.00219155 0.00187949 0.000899804 0.00146306 0.00106349 0.000892207 0.002305 0.00164008 0.000669476 0.00226891 0.00224206 0.00277683 0.000861763 0.00146675 0.00231945 0.00236826 0.00215123 0.00230896 0.00206071 0.0023309 0.00194149 0.00237436 0.00225348 0.00162174 0.00211741 0.00246544 0.00255489 0.00264737 0.00254206 0.00256171 0.00225708 0.00233174 0.00240892
internal_weight=0 2554 681 383 317 331 257 1873 251 203 1740 364 133 148 198 1400 1085 315 895 340 104 236 267 734 143 152 215 162 190 136 161 263 174 110
internal_count=2937 2554 681 383 317 331 257 1873 251 203 1740 364 133 148 198 1400 1085 315 895 340 104 236 267 734 143 152 215 162 190 136 161 263 174 110
is_linear=0
shrinkage=0.0032998


Tree=3411
num_leaves=23
num_cat=0
split_feature=2 2 2 2 12 12 12 14 481 31 47 2 457 52 12 43 42 43 151 52 12 42
split_gain=44.5805 20.7889 7.91143 6.98703 5.94675 4.80688 3.73279 1.90265 1.89072 1.77363 1.61975 1.36131 1.31663 1.24932 1.16571 1.06084 0.582478 0.573005 0.563264 0.515165 0.191321 0.18883
threshold=0.11891500000000001 -1.0000000180025095e-35 0.10523 0.14870000000000003 0.085465000000000013 -0.012249999999999999 0.090535000000000018 0.073890000000000011 -0.08211499999999998 -0.070344999999999991 0.09550500000000002 0.25063000000000007 0.08351500000000002 -0.087094999999999992 -0.063029999999999989 0.0049250000000000014 0.080725000000000005 -0.025879999999999997 -1.0000000180025095e-35 -0.5320649999999999 0.090205000000000021 0.086335000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 6 18 9 14 8 17 -1 12 -5 15 -14 -2 -10 -12 -3 -4 -6 -18 -21
right_child=3 2 4 11 19 -7 -8 -9 10 -11 16 -13 13 -15 -16 -17 20 -19 -20 21 -22 -23
leaf_value=0.0015802937806673322 0.0017184597417178535 0.0029088628007046349 0.0014313768068973305 0.0010493525807423125 0.0028802221377918517 0.0021815526150925878 0.0022322057489646352 0.0032511395412020703 0.0028116636066645795 0.0007858685628491217 0.0022026000786500395 0.00037731598451235941 0.0028098883861760056 0.0021401698337268926 0.0011276561607934503 0.0025902111766914226 0.0027269413397899042 0.0033555118182939285 0.0018609287440111309 0.0023590113531162444 0.0024449952955665748 0.002625461745370641
leaf_weight=60 65 69 53 80 53 89 92 81 1188 63 81 56 52 75 84 300 52 61 94 66 63 60
leaf_count=60 65 69 53 80 53 89 92 81 1188 63 81 56 52 75 84 300 52 61 94 66 63 60
internal_value=0 0.00258699 0.00267636 0.00137137 0.00219879 0.00159696 0.00170895 0.00275334 0.00273255 0.00117368 0.00270481 0.000772891 0.00273935 0.00241466 0.00138563 0.00276704 0.00241998 0.00311872 0.0017063 0.00260304 0.00257279 0.00248617
internal_weight=0 2560 2348 377 326 212 241 2022 1941 123 1811 136 1615 127 149 1488 196 130 147 179 115 126
internal_count=2937 2560 2348 377 326 212 241 2022 1941 123 1811 136 1615 127 149 1488 196 130 147 179 115 126
is_linear=0
shrinkage=0.0032998


Tree=3412
num_leaves=30
num_cat=0
split_feature=1 3 1 12 1 3 14 3 47 12 16 16 3 13 43 16 16 403 13 43 13 43 3 1 49 3 51 1 16
split_gain=47.2219 7.89149 5.75234 4.65504 2.7354 2.20324 2.1364 1.90231 1.94627 1.68833 1.57388 1.36023 1.35011 1.33411 0.745115 0.791295 0.809833 0.716139 0.6878 0.790301 0.666608 0.618013 0.431407 0.417633 0.54331 0.351138 0.32066 0.266765 0.245269
threshold=0.10921500000000002 -0.046079999999999989 0.090650000000000022 0.085845000000000019 0.12988000000000002 -0.005644999999999999 0.073890000000000011 0.3148450000000001 0.091930000000000012 0.096990000000000007 -0.077509999999999982 -0.072034999999999988 -0.115685 -0.037164999999999997 -0.17307499999999998 -0.052894999999999991 -0.088824999999999987 -0.00080999999999999985 -0.083709999999999993 -0.0062949999999999994 -0.0066549999999999986 -0.078409999999999994 -0.12077499999999998 0.085720000000000005 0.091160000000000005 -0.081574999999999995 -0.13690499999999997 0.088135000000000005 -0.044939999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 5 20 -4 9 8 13 12 -5 -7 -1 -3 -11 16 -16 18 19 -14 -2 -15 -12 24 -19 -20 -17 -25 -24
right_child=1 7 3 10 -6 11 -8 -9 -10 14 22 -13 17 21 15 26 -18 23 25 -21 -22 -23 28 27 -26 -27 -28 -29 -30
leaf_value=0.001934422805864961 0.0021365907933348209 0.0011331046908504326 0.0011471799944264185 0.0017715356044322118 0.0010644152536091022 0.0014731806180092769 0.002848469846706322 0.00048911684410055936 0.0015131128467832265 0.0024210687506084853 0.0025928036558691713 0.002181857236959833 0.0029244570036407709 0.00034535418540841863 0.0018788511508048844 0.0019897898199801867 0.002414193703468165 0.0023760973343776716 0.0023320747652026005 0.0024062740541256878 0.0016687749285521519 0.00085569587514652877 0.0023978960128405035 0.0019596598801520969 0.0021596893732084084 0.0026185331652890014 0.0016434569257280619 0.0022604072118786408 0.002128993375641759
leaf_weight=89 83 102 91 76 53 59 77 99 67 52 52 60 66 52 58 53 68 638 277 65 57 52 67 59 163 59 70 79 94
leaf_count=89 83 102 91 76 53 59 77 99 67 52 52 60 66 52 58 53 68 638 277 65 57 52 67 59 163 59 70 79 94
internal_value=0 0.00116274 0.00222441 0.00190918 0.00170436 0.00153473 0.00230838 0.000881649 0.00102387 0.00228521 0.00218115 0.00183079 0.00233078 0.000864572 0.00205872 0.00198291 0.00216805 0.00235585 0.00246254 0.00266761 0.00194637 0.000600864 0.00232714 0.00230274 0.0023321 0.00238248 0.00179298 0.00213208 0.00224112
internal_weight=0 565 2372 499 193 210 1873 372 273 1796 289 119 1495 206 301 249 126 1406 467 131 140 104 213 939 801 336 123 138 161
internal_count=2937 565 2372 499 193 210 1873 372 273 1796 289 119 1495 206 301 249 126 1406 467 131 140 104 213 939 801 336 123 138 161
is_linear=0
shrinkage=0.0032998


Tree=3413
num_leaves=23
num_cat=0
split_feature=1 0 34 1 1456 155 16 34 160 0 52 43 52 13 0 1447 1186 49 13 1456 129 16
split_gain=2.31969 1.18831 1.10773 0.823506 1.21958 0.85251 0.842726 0.772975 0.83166 0.7562 1.96905 1.36919 0.686126 0.593768 0.469864 0.413293 0.390061 0.367085 0.365793 0.307571 0.281862 0.14808
threshold=0.11869500000000001 -0.14385499999999998 -0.027829999999999997 0.080320000000000016 -0.0022699999999999994 0.099270000000000011 0.19384500000000002 -1.0000000180025095e-35 -0.43548999999999999 -0.06612999999999998 0.0049050000000000005 -0.0088649999999999996 0.060690000000000008 -0.057284999999999996 -0.14534499999999997 -0.085574999999999984 0.069705000000000003 -1.0000000180025095e-35 -0.037164999999999997 -0.088304999999999981 0.088050000000000003 0.4028000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 -5 7 14 -6 -9 10 -10 -11 17 21 -1 -16 19 -4 -19 -17 -21 -8
right_child=1 2 12 4 5 -7 13 8 9 11 -12 -13 -14 -15 15 16 -18 18 -20 20 -22 -23
leaf_value=0.041022450612716491 -0.01513468772071078 -0.010242687586830756 -0.00048434578570959088 0.038199837986375676 0.030690474956678076 0.033523835458003158 0.015038172232159842 0.033984582659464274 0.017908482537419425 -0.020512042506947853 -0.011721781919601904 0.01512818795807748 0.030347308288163621 0.0025954881509823047 0.036756300769075261 0.011061706095653935 0.038336491532635159 0.023030624691892092 0.0050099152430163069 0.025262789772774075 0.016238111857320787 0.027374323212706927
leaf_weight=56 55 54 56 80 81 77 52 52 535 53 72 72 71 78 83 52 55 79 54 999 110 61
leaf_count=56 55 54 56 80 81 77 52 52 535 53 72 72 71 78 83 52 55 79 54 999 110 61
internal_value=0 0.00766987 0.01167 0.0219474 0.0182339 0.0165363 0.0244011 0.0150221 0.013401 0.0119363 0.0143909 2.35729e-06 0.016228 0.0139155 0.0258778 0.0252236 0.0244349 0.0109145 0.0157275 0.0237748 0.0243693 0.0217134
internal_weight=0 369 314 2568 1022 942 1546 865 784 732 607 125 260 191 1355 1299 1216 189 133 1161 1109 113
internal_count=2937 369 314 2568 1022 942 1546 865 784 732 607 125 260 191 1355 1299 1216 189 133 1161 1109 113
is_linear=0
shrinkage=0.16829


Tree=3414
num_leaves=14
num_cat=0
split_feature=10 10 1455 44 0 12 402 160 4 12 16 16 12
split_gain=1.26348 0.888568 0.544021 0.431944 0.682828 0.96826 0.723392 0.724585 0.708891 0.630307 0.713346 0.953195 0.309144
threshold=0.057650000000000007 -0.26818999999999993 -0.071544999999999984 1.0000000180025095e-35 -0.13409999999999997 -0.096659999999999982 0.088940000000000005 -0.53327999999999987 -0.084044999999999995 0.089210000000000025 -0.0092499999999999978 -0.084294999999999995 0.087065000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 9 -6 7 -7 -8 10 11 -4 -3
right_child=-2 2 3 -5 5 6 8 -9 -10 -11 -12 -13 -14
leaf_value=-0.003619209498583598 -0.0042126566380278107 0.038882442267487015 0.0059181234080729356 0.032372575795655584 0.038530901241846022 -0.00023998327097820787 0.040928754034311163 0.017054103333935408 0.020556808725753842 0.026733411111330107 -0.0077846863131472198 0.030164168142603091 0.020753728421076242
leaf_weight=56 79 52 197 53 64 71 67 1880 177 57 68 60 56
leaf_count=56 79 52 197 53 64 71 67 1880 177 57 68 60 56
internal_value=0 0.0173441 0.0177637 0.0172926 0.0169893 0.0181032 0.0175067 0.0164238 0.0261581 0.0103978 0.00752727 0.0115857 0.029499
internal_weight=0 2858 2802 2694 2641 2259 2195 1951 244 382 325 257 108
internal_count=2937 2858 2802 2694 2641 2259 2195 1951 244 382 325 257 108
is_linear=0
shrinkage=0.16829


Tree=3415
num_leaves=28
num_cat=0
split_feature=1 1 12 4 1 0 11 0 4 1 13 43 4 13 43 4 12 13 0 4 0 43 484 133 42 50 13
split_gain=86.8411 12.5575 9.83705 5.36842 2.83596 3.79254 3.68966 2.82163 2.28528 2.18834 2.15916 3.41182 2.1447 2.0175 1.97433 1.89541 1.22758 1.07318 0.879585 0.654369 1.1868 0.634423 0.599489 0.508257 0.496005 0.256398 0.216559
threshold=0.10442000000000001 0.13074500000000003 0.085075000000000026 0.043640000000000005 0.090795000000000015 -0.10028499999999999 1.0000000180025095e-35 -0.069414999999999991 -0.013359999999999999 0.083670000000000008 -0.27740999999999993 -0.074874999999999983 -0.49010499999999996 -0.092984999999999984 -0.049364999999999992 -0.071659999999999988 0.097060000000000021 -0.011809999999999999 -0.10934999999999999 -0.17006499999999999 -0.072529999999999983 0.29736500000000005 -0.23135999999999998 -0.0043399999999999992 0.087120000000000017 0.090280000000000013 -0.044684999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 6 -6 7 18 -4 16 -3 -12 -9 -2 17 -14 23 -15 -1 -7 25 22 -20 -5 -25 -21 -17
right_child=1 10 8 9 5 19 -8 12 -10 -11 11 -13 15 14 -16 26 -18 -19 21 20 -22 -23 -24 24 -26 -27 -28
leaf_value=0.0026342396450949462 0.00086209711375811809 0.00038010685600734645 0.0028885328927484829 0.0024955346200247145 0.0018019953443557978 0.0030952736394565567 0.0036144415751117602 0.0031444715605632866 0.0021131794375999391 0.0019792012754803493 0.00060665085794926613 0.0015656707961248411 0.0019102549395272419 0.0015742501848736525 0.0019112878240060307 0.002490920071744473 0.0022406058382506539 0.00091622621716263457 0.0026665778465005219 0.0027062188536033198 0.0022547782136000602 0.0026683758889921639 0.0030347572371941852 0.0030792152175635776 0.0026418007704631353 0.0029780231639280372 0.0027899028001678941
leaf_weight=77 57 70 70 58 52 57 89 56 103 82 83 79 58 57 96 55 73 52 52 88 52 61 1136 64 54 75 59
leaf_count=77 57 70 70 58 52 57 89 56 103 82 83 79 58 57 96 55 73 52 52 88 52 61 1136 64 54 75 59
internal_value=0 0.00148543 0.00181616 0.00283802 0.00290354 0.00262044 0.00295935 0.00292181 0.00242711 0.00244854 0.000865164 0.00107454 0.00258156 0.00141261 0.00156551 0.00239808 0.00260296 0.00126065 0.00298029 0.00277678 0.00269218 0.00300159 0.00301867 0.00275306 0.00287934 0.0028315 0.00264597
internal_weight=0 667 435 2298 1967 324 1643 1554 173 331 232 162 228 262 205 172 249 109 1326 272 215 1249 1188 176 118 163 114
internal_count=2965 667 435 2298 1967 324 1643 1554 173 331 232 162 228 262 205 172 249 109 1326 272 215 1249 1188 176 118 163 114
is_linear=0
shrinkage=0.0032998


Tree=3416
num_leaves=17
num_cat=0
split_feature=4 149 131 15 13 160 403 403 403 41 130 0 1213 133 4 0
split_gain=1.28804 0.982328 0.771763 0.665783 0.949416 0.610482 0.631338 0.796663 0.770058 0.626302 0.754294 0.814762 0.58177 0.267338 0.434645 0.0148716
threshold=0.31392000000000003 0.081165000000000015 0.077860000000000013 -0.46645999999999993 -0.060719999999999989 -0.53327999999999987 0.085340000000000013 0.052650000000000009 0.097580000000000014 0.075585000000000013 0.006490000000000001 -0.099704999999999974 0.062550000000000008 -0.07192999999999998 -0.077044999999999988 -0.099704999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 -1 7 9 -8 10 11 -7 -12 14 -10 -6
right_child=2 -3 -4 4 15 6 8 -9 13 -11 12 -13 -14 -15 -16 -17
leaf_value=0.0031919778786740805 0.020236347947581536 -0.0065901507556056088 -0.012827866047186155 0.018483915050864747 -0.0054700168672715396 0.0070478386803937074 0.041598789282245002 -0.0044535417418915335 0.034595618825666474 0.029559187799913969 0.020448205930271746 0.016392235441748931 0.040337396762355371 0.011914892390637912 0.015054979531108669 -0.0096225508149650231
leaf_weight=94 91 53 58 64 52 322 60 52 63 101 215 1493 52 76 67 52
leaf_count=94 91 53 58 64 52 322 60 52 63 101 215 1493 52 76 67 52
internal_value=0 0.0160664 0.0047068 0.00864042 0.00234859 0.0165298 0.0170304 0.0161057 0.0247934 0.0165962 0.0159665 0.0147354 0.0243285 0.01989 0.0245385 -0.00756356
internal_weight=0 2648 317 259 168 2595 2501 2235 266 2183 2082 1815 267 206 130 104
internal_count=2965 2648 317 259 168 2595 2501 2235 266 2183 2082 1815 267 206 130 104
is_linear=0
shrinkage=0.16829


Tree=3417
num_leaves=25
num_cat=0
split_feature=1 34 2 1 50 403 49 16 16 42 3 13 3 457 1454 1447 3 398 40 1 16 13 13 1
split_gain=1.14732 1.35088 0.998774 0.880849 0.931224 1.70951 1.01512 0.818039 1.70096 0.693455 0.744806 1.87664 0.682734 0.558825 0.478542 0.433243 0.44963 0.365931 0.30518 0.254586 0.178273 0.146738 0.133585 0.0666841
threshold=0.11561500000000001 -0.028269999999999997 -0.023999999999999997 0.077375000000000013 0.089430000000000023 -0.079109999999999986 -0.07278999999999998 0.27450000000000002 -0.008069999999999999 0.109255 -0.043609999999999989 -0.27740999999999993 -0.082824999999999982 0.041025000000000006 0.080340000000000009 -0.086059999999999984 -0.0013299999999999998 1.0000000180025095e-35 -0.041654999999999991 0.10331000000000003 -0.081729999999999983 -0.068484999999999976 -0.083354999999999985 0.121715
decision_type=2 2 2 2 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 -5 -7 8 -8 10 23 -12 -6 14 15 -4 17 -17 -13 -9 -14 -22 -15 -3
right_child=1 9 3 4 12 6 7 19 -10 -11 11 18 20 22 -16 16 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.031003011935877879 -0.02100002408171096 -0.0045977380038633442 0.029503041525262508 -0.022110122338950815 0.030743671591819514 0.023604973296746309 0.0097882569624165201 0.025919607508493207 -0.012649564611209963 -0.0097353003230225034 -0.0017562004238182464 0.022690967507159873 0.01911276422414598 0.033407563492489654 0.0012618266650813482 0.014727642050108507 -0.00057426752083237077 0.028570244734443695 0.040535512365371611 0.0097110642012216662 0.013872715778049547 0.0015386440544791912 0.02124657113432659 0.0038413071007304751
leaf_weight=91 53 53 59 57 79 103 274 58 147 54 84 55 61 53 72 1180 52 57 55 53 55 55 52 53
leaf_count=91 53 53 59 57 79 103 274 58 147 54 84 55 61 53 72 1180 52 57 55 53 55 55 52 53
internal_value=0 0.00404802 0.0136744 0.0130345 0.00898386 0.00579964 0.00830776 0.0053427 0.00194941 0.00780323 0.0109662 0.0171646 0.0177906 0.0155353 0.0146566 0.0153707 0.0147225 0.015367 0.0316296 0.0181966 0.0117959 0.00772201 0.0274021 -0.000361267
internal_weight=0 407 2558 2467 942 692 635 532 421 354 300 194 250 1525 1420 1348 1289 1237 110 111 171 110 105 106
internal_count=2965 407 2558 2467 942 692 635 532 421 354 300 194 250 1525 1420 1348 1289 1237 110 111 171 110 105 106
is_linear=0
shrinkage=0.16829


Tree=3418
num_leaves=9
num_cat=0
split_feature=49 49 151 1425 457 455 3 376
split_gain=0.638362 0.617139 0.746695 0.471111 0.440374 0.471275 0.446764 0.522742
threshold=-0.15532499999999996 -0.088164999999999979 0.011180000000000001 0.082985000000000017 0.097045000000000006 0.08060500000000001 0.28833000000000003 0.087485000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3
right_child=1 2 -4 -5 -6 -7 -8 -9
leaf_value=-0.0041704089678753021 0.023768029821598195 0.01045472977177876 -0.0053795283114642274 0.025238868384540723 0.024529119726128649 -0.0054939934787891767 -0.00080842788595714208 0.027534346912519162
leaf_weight=84 99 2372 84 62 61 54 97 52
leaf_count=84 99 2372 84 62 61 54 97 52
internal_value=0 0.0106974 0.0102317 0.0107184 0.0103762 0.0100402 0.0103737 0.0108219
internal_weight=0 2881 2782 2698 2636 2575 2521 2424
internal_count=2965 2881 2782 2698 2636 2575 2521 2424
is_linear=0
shrinkage=0.16829


Tree=3419
num_leaves=25
num_cat=0
split_feature=1 402 148 43 4 51 51 4 43 160 43 43 4 16 4 4 1 3 51 3 3 16 42 52
split_gain=0.758382 0.932899 0.603397 0.779537 0.58402 0.942294 0.720917 0.514698 0.976574 0.477777 0.417881 0.89484 0.575659 0.679869 0.494463 0.757416 0.582457 0.573655 0.39968 0.499545 0.308319 0.29667 0.251081 0.0921245
threshold=0.090650000000000022 0.036770000000000004 -0.081089999999999982 0.060690000000000008 -0.39175499999999991 -0.083574999999999997 -0.24168999999999999 -0.07879499999999999 -0.057539999999999994 -0.55045999999999984 0.058415000000000009 0.29736500000000005 -0.07928499999999998 -0.086774999999999977 0.0054350000000000015 0.055765000000000002 0.089395000000000016 0.086845000000000019 0.077730000000000007 -0.12711499999999995 -0.090889999999999985 0.62619000000000014 -1.0000000180025095e-35 0.037045000000000002
decision_type=2 2 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 21 6 -6 -7 -9 -1 14 12 -12 -14 16 -16 17 18 19 -11 -20 -4 -17 -24
right_child=1 -3 3 -5 5 7 -8 8 -10 10 11 -13 13 -15 15 22 -18 -19 20 -21 -22 -23 23 -25
leaf_value=-0.0053186878784617503 -0.011340609101000564 -0.01353514952609285 0.029599128941000866 -0.0079961883936205853 0.0064212555367743774 -0.0064853214588367529 -0.02145043516425461 0.0045610557773087517 0.018235998706919877 -0.0055217391323199912 0.011620235464406506 0.0044482754606109615 0.017938190856628528 0.044255667339478194 -0.010416131529516148 0.017661725776462939 0.028385573892126925 -0.0061142493372488213 0.029751583944184593 0.010937365870095691 0.014031697700833042 0.011711853665072965 -0.0006782242935842724 0.0092162734113415638
leaf_weight=52 52 72 52 86 52 52 53 317 278 55 65 102 54 58 80 65 54 56 52 985 113 54 52 54
leaf_count=52 52 72 52 86 52 52 53 317 278 55 65 102 54 58 80 65 54 56 52 985 113 54 52 54
internal_value=0 0.00495612 0.00629465 0.00726798 0.00880005 0.00714795 -0.0076302 0.00954904 0.0109534 0.0105667 0.0110154 0.0170248 0.0242621 0.0315829 0.00994357 0.00308899 0.0112506 0.0105154 0.0112897 0.0100652 0.0189967 0.0205037 0.00941768 0.00434542
internal_weight=0 1068 996 944 858 752 105 647 595 1897 1845 279 177 112 1566 251 1315 1261 1205 1040 165 106 171 106
internal_count=2965 1068 996 944 858 752 105 647 595 1897 1845 279 177 112 1566 251 1315 1261 1205 1040 165 106 171 106
is_linear=0
shrinkage=0.16829


Tree=3420
num_leaves=27
num_cat=0
split_feature=1 3 12 40 1 1 40 15 1 12 16 12 11 3 480 16 3 0 402 0 16 15 150 0 12 3
split_gain=29.6254 8.41864 3.4822 2.59061 2.57486 3.27724 2.45813 1.61737 1.5625 1.55109 1.44659 1.37341 1.07533 1.2799 0.896553 0.779913 0.684243 0.980684 0.657448 0.598721 0.475397 0.589714 0.453978 0.36285 0.283232 0.236226
threshold=0.10921500000000002 -0.049204999999999992 0.056995000000000011 -0.084924999999999987 0.086165000000000005 0.079440000000000024 -0.051069999999999997 -0.071364999999999998 0.12200500000000002 0.094435000000000005 -0.00040499999999999992 -0.042789999999999988 1.0000000180025095e-35 -0.10175499999999998 0.086995000000000017 -0.23389999999999997 -0.11372999999999998 -0.049474999999999998 0.10718500000000002 -0.10071499999999999 -0.073554999999999995 0.090165000000000009 0.08486500000000001 -0.06537999999999998 0.10061500000000002 0.17351000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 4 -3 5 7 -5 -1 23 12 22 -8 13 -4 18 -11 -17 20 19 -15 21 -18 -6 -2 -22 -13
right_child=1 3 9 6 10 -7 11 -9 -10 15 -12 25 -14 14 -16 16 17 -19 -20 -21 24 -23 -24 -25 -26 -27
leaf_value=0.0019516625050459342 0.001951193467597266 -2.5043966901151834e-05 0.001387122205758536 0.0012815818591702729 0.0013036606711244062 0.0025287925115141225 0.00027142635694036568 0.0011477727468987948 0.0011212234112050171 0.0013246190124483154 0.0016837305886321613 0.00091414616448840739 0.0022668734354635311 0.0016150220213385069 0.0015954534566136418 0.0020346200627566935 0.0017286075750725545 0.001272025852389205 0.0022181445048161043 0.0019359898621514821 0.0017675443986895543 0.0021541478801570483 0.0009664915763682476 0.0015696518090522811 0.0015417695147960586 0.00062700158826726061
leaf_weight=52 55 54 53 74 102 53 90 58 68 52 84 80 90 69 91 80 87 52 86 1011 143 62 78 57 112 53
leaf_count=52 55 54 53 74 102 53 90 58 68 52 84 80 90 69 91 80 87 52 86 1011 143 62 78 57 112 53
internal_value=0 0.000936876 0.00179789 0.000639163 0.00152706 0.0018537 0.000760047 0.00152811 0.00151722 0.00185604 0.00132524 0.000586823 0.00191599 0.00189185 0.00191311 0.00171325 0.00175088 0.00170103 0.00193787 0.00191552 0.00175616 0.00190591 0.00115775 0.00175733 0.00166852 0.000799985
internal_weight=0 531 2415 351 427 163 297 110 180 1988 264 223 1400 1310 1257 588 536 456 1166 1080 404 149 180 112 255 133
internal_count=2946 531 2415 351 427 163 297 110 180 1988 264 223 1400 1310 1257 588 536 456 1166 1080 404 149 180 112 255 133
is_linear=0
shrinkage=0.0032998


Tree=3421
num_leaves=20
num_cat=0
split_feature=3 40 475 15 16 15 12 11 4 52 4 474 51 50 16 12 49 1 3
split_gain=1.46954 0.792758 0.530696 1.13463 2.30993 0.555991 0.509761 0.804912 1.01809 0.63139 0.573766 0.402908 0.847462 0.358333 0.442587 0.353962 0.216365 0.185673 0.185199
threshold=0.31351000000000001 0.0045850000000000005 -0.052329999999999995 -0.010414999999999999 0.066010000000000013 -0.42075999999999997 0.098785000000000012 0.079225000000000004 -0.17568999999999999 -0.42058999999999996 0.053330000000000009 0.085165000000000018 -0.025499999999999998 0.10114000000000002 -0.077679999999999985 0.10700500000000002 0.0033550000000000003 0.14114500000000005 -0.014924999999999999
decision_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 -4 7 8 18 -10 13 16 -13 14 -8 -12 -1 -2 -7
right_child=17 -3 5 4 -6 6 10 -9 9 -11 15 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.012079256506118395 -0.0030834732384567663 -0.0083794282097008118 -0.00091028140348174496 -0.03057663667589872 0.011668177996167258 0.03561731856086002 0.02480400305637712 0.028704477888207777 0.025539355370563031 0.010642607007617299 -0.013787926627531321 0.032741068978060187 0.0055684546253098157 -0.0010910129695898948 0.0085312761732298948 0.0049594244481687847 -0.0030428503168067299 -0.017354585142034373 0.021409944511998149
leaf_weight=52 52 64 98 65 84 52 70 90 85 1621 52 61 70 58 148 63 55 52 54
leaf_count=52 52 64 98 65 84 52 70 90 85 1621 52 61 70 58 148 63 55 52 54
internal_value=0 0.0101229 0.0105498 0.00476022 -0.00674871 0.0114861 0.0120167 0.0131553 0.012382 0.0113859 0.00647341 0.0119729 0.0182351 0.0106363 0.0137647 -0.00350202 0.00428942 -0.0102363 0.0283966
internal_weight=0 2842 2778 387 149 2391 2293 1902 1812 1706 391 238 131 276 218 115 107 104 106
internal_count=2946 2842 2778 387 149 2391 2293 1902 1812 1706 391 238 131 276 218 115 107 104 106
is_linear=0
shrinkage=0.16829


Tree=3422
num_leaves=16
num_cat=0
split_feature=2 0 49 3 0 1210 52 3 49 52 3 457 16 16 0
split_gain=1.46904 0.604132 0.64665 0.569287 0.559741 0.439346 0.509111 0.952905 0.761203 0.628782 1.73609 0.509943 0.399397 0.354363 0.322423
threshold=0.17553000000000005 0.098975000000000021 -0.089614999999999986 -0.18945499999999996 -0.088659999999999989 -0.081594999999999987 -0.22711499999999998 -0.095009999999999983 0.11077500000000003 -0.049669999999999999 -0.095789999999999986 -0.083549999999999985 0.31625000000000009 -0.059289999999999995 -0.050704999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 -4 7 -7 9 10 -8 -11 -9 -10 -14
right_child=-2 3 5 -5 -6 6 8 12 13 11 -12 -13 14 -15 -16
leaf_value=0.011680094661559146 -0.017188808228065774 0.0076617030566380768 0.019274782160414065 -0.012342140127345053 0.033817583201594316 0.034110471212459366 -0.020460559893081542 0.0016262489921845913 0.0021263136901458666 -0.0043139194809396417 0.0074476643050280936 0.0099616893455433831 0.0085488705827464415 -0.014961849899433454 0.025526781944794852
leaf_weight=84 65 87 101 75 53 57 79 98 84 74 314 1587 74 58 56
leaf_count=84 65 87 101 75 53 57 79 98 84 74 314 1587 74 58 56
internal_value=0 0.00838621 0.00898115 -0.00158825 0.0202573 0.00838215 0.00793799 0.0146357 0.00706793 0.00789209 0.00183304 0.00932461 0.00975913 -0.00484071 0.0158763
internal_weight=0 2881 2719 162 137 2582 2481 285 2196 2054 393 1661 228 142 130
internal_count=2946 2881 2719 162 137 2582 2481 285 2196 2054 393 1661 228 142 130
is_linear=0
shrinkage=0.16829


Tree=3423
num_leaves=14
num_cat=0
split_feature=2 151 0 151 39 16 151 131 403 3 10 0 1211
split_gain=1.08214 0.535241 0.653603 0.585932 0.602409 0.606005 0.874479 0.516157 0.598067 0.514273 0.474022 0.389571 0.381602
threshold=0.14870000000000003 0.084725000000000009 -0.23803499999999997 1.0000000180025095e-35 0.10096000000000001 -0.081394999999999981 -0.082904999999999993 0.094860000000000014 -0.085354999999999973 -0.076289999999999983 -0.093904999999999988 -0.076204999999999981 0.083495000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 8 -7 -3 -2 -9 -8
right_child=10 9 3 -5 -6 7 12 11 -10 -11 -12 -13 -14
leaf_value=0.024883425728549173 0.0031356476540686348 0.03021377268646331 -0.0088913160317218611 -0.011338761140412974 -0.0070678270739558081 -0.0048142601382025274 0.010907273963146662 0.022267455507835442 0.0054436842096669304 0.0069300795550084953 -0.018050987009442871 0.0062378466500922075 0.024062520078183436
leaf_weight=55 52 55 61 52 87 185 804 82 1231 53 70 91 68
leaf_count=55 52 55 61 52 87 185 804 82 1231 53 70 91 68
internal_value=0 0.00717633 0.0067133 0.00633706 0.00669005 0.00716536 0.0105716 0.0051642 0.00410222 0.0188042 -0.00900589 0.0138461 0.0119352
internal_weight=0 2824 2716 2661 2609 2522 933 1589 1416 108 122 173 872
internal_count=2946 2824 2716 2661 2609 2522 933 1589 1416 108 122 173 872
is_linear=0
shrinkage=0.16829


Tree=3424
num_leaves=10
num_cat=0
split_feature=2 11 11 12 2 455 150 147 15
split_gain=0.89513 0.424914 0.681745 0.82029 0.458382 0.350821 0.3706 0.836637 0.521495
threshold=0.17553000000000005 0.093845000000000026 0.080455000000000013 0.093740000000000004 -0.080859999999999974 0.086970000000000006 -0.07718499999999999 0.090750000000000011 0.13954000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -6 8 -8
right_child=-2 -3 3 -5 5 -7 7 -9 -10
leaf_value=-0.0070392374078973507 -0.014110705552013006 -0.0066374660956626782 0.034246846888267651 0.0047315130669783809 -0.004619649777237271 0.018668266569479036 0.0060414987144010498 0.026479886451889676 -0.010524410953036018
leaf_weight=78 65 75 53 54 94 61 2355 56 55
leaf_count=78 65 75 53 54 94 61 2355 56 55
internal_value=0 0.00585213 0.0061866 0.019368 0.00566336 0.00604207 0.00574051 0.00613616 0.00566269
internal_weight=0 2881 2806 107 2699 2621 2560 2466 2410
internal_count=2946 2881 2806 107 2699 2621 2560 2466 2410
is_linear=0
shrinkage=0.16829


Tree=3425
num_leaves=16
num_cat=0
split_feature=52 133 474 474 9 9 48 150 151 484 3 52 51 133 159
split_gain=0.706298 0.53741 0.527037 0.886081 0.543925 0.556855 0.561601 0.459191 0.857215 0.421451 0.345262 0.297287 0.493963 0.348808 0.333272
threshold=0.12484500000000003 -0.0075499999999999986 0.10584 0.09018000000000001 0.083710000000000021 -1.0000000180025095e-35 -0.068459999999999979 0.094545000000000018 -0.012264999999999998 0.085515000000000022 -0.075244999999999992 0.49613000000000007 0.11515500000000002 0.041800000000000011 -0.46628499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 10 9 -9 -8 -7 12 13 -3 -13
right_child=1 11 -4 -5 -6 6 7 8 -10 -11 -12 14 -14 -15 -16
leaf_value=-0.0090425013381186595 0.026595775711106506 0.017154168342811749 -0.010881755318465469 0.020028003886147439 -0.0093491993154990443 0.005593749900750824 0.0049427227988360651 0.0074928482816812034 -0.018376250678339149 -0.0051911325061095226 0.024077807396656974 0.006094940871705385 -0.0093679229487127029 0.0012105509825322046 0.022225899543937645
leaf_weight=93 54 79 71 92 94 53 1817 72 73 124 63 71 54 77 75
leaf_count=93 54 79 71 92 94 53 1817 72 73 124 63 71 54 77 75
internal_value=0 0.010936 0.00340792 0.00381758 0.00319257 0.00370704 0.00424633 0.00361143 -0.00551851 0.0042944 0.015648 0.00855562 0.00448821 0.00929608 0.0143937
internal_weight=0 410 2552 2481 2389 2295 2202 2086 145 1941 116 356 210 156 146
internal_count=2962 410 2552 2481 2389 2295 2202 2086 145 1941 116 356 210 156 146
is_linear=0
shrinkage=0.16829


Tree=3426
num_leaves=28
num_cat=0
split_feature=50 157 15 159 0 484 0 12 4 1 1 0 13 1447 159 483 50 4 0 0 3 3 13 4 159 13 52
split_gain=0.606181 0.669382 0.563625 1.11549 1.21484 1.30377 0.871636 1.1787 0.665468 0.925538 1.14487 1.03796 0.683699 0.624895 0.624426 0.538212 0.493481 0.489607 0.411801 0.509875 0.363098 0.415482 0.35835 0.266529 0.518346 0.225038 0.217752
threshold=0.077920000000000003 -0.08577499999999999 0.090545000000000014 0.082200000000000009 0.032970000000000006 0.085515000000000022 -0.00077999999999999999 0.023990000000000004 0.42642000000000008 0.088035000000000016 0.091485000000000025 -0.11991499999999998 -0.099244999999999986 -0.084914999999999977 0.087615000000000012 -1.0000000180025095e-35 0.089030000000000012 -0.083904999999999993 -0.084044999999999995 -0.078704999999999983 -0.082824999999999982 -0.079954999999999984 -0.063549999999999982 -0.0040999999999999986 0.11396500000000001 -0.076794999999999988 0.11008000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 14 8 -8 9 12 -11 -12 -1 -14 -5 -3 -17 -18 -4 -20 -19 -22 -21 -16 -25 -23 -24
right_child=1 15 18 4 -6 -7 7 -9 -10 10 11 -13 13 -15 23 16 17 20 19 22 21 25 26 24 -26 -27 -28
leaf_value=0.021215315699477075 -0.0063880157245720225 0.026967330818545909 0.017799138155371468 0.027663507348844509 0.032214252932697439 -0.012750618358349263 -0.028061042362441346 0 0.015101888857597525 -0.028529252407781331 -0.013426124346422966 0.0055549736567987668 -0.016360899138991188 0.002670417784361672 -0.0012576806660471232 0.023121628087694166 -0.0062570785421540648 0.017887571398704723 -0.0051918903027296705 0.017572029718402458 -0.0060366528120018199 0.017022836889909375 -0.0014409851498986496 0.02015093801818155 -0.00066082026078259995 0.0046097989348568222 0.012383760495454142
leaf_weight=53 74 52 96 53 56 84 74 99 85 60 152 176 52 806 70 60 68 100 94 93 62 74 82 81 58 95 53
leaf_count=53 74 52 96 53 56 84 74 99 85 60 152 176 52 806 70 60 68 100 94 93 62 74 82 81 58 95 53
internal_value=0 0.00855608 0.00250647 0.00130834 0.00921188 0.00548376 -0.000731114 -0.0119939 0.000675442 -0.000267169 -0.00715168 -0.00323567 0.00266301 0.00151491 0.0113368 0.0107237 0.00887956 0.00673339 0.00811736 0.00522529 0.00940756 0.00572878 0.00952797 0.00718788 0.011454 0.0100557 0.0039732
internal_weight=0 585 2377 1959 402 346 1557 173 1384 1299 388 328 911 858 262 511 459 399 418 322 331 231 228 209 139 169 135
internal_count=2962 585 2377 1959 402 346 1557 173 1384 1299 388 328 911 858 262 511 459 399 418 322 331 231 228 209 139 169 135
is_linear=0
shrinkage=0.16829


Tree=3427
num_leaves=22
num_cat=0
split_feature=1 1 12 3 4 4 4 1 40 0 3 12 1456 3 1 157 4 3 1454 3 49
split_gain=25.3935 4.48741 3.89927 2.9793 2.08166 1.68225 1.41148 1.1937 1.1845 1.1676 0.875914 0.72912 0.751292 0.718093 0.716628 0.672362 0.801073 0.634404 0.683116 0.483432 0.15449
threshold=0.11829500000000003 0.10075500000000003 0.085845000000000019 0.28833000000000003 0.27998000000000006 0.043640000000000005 0.046185000000000004 0.080125000000000016 -0.066629999999999981 -0.11214999999999999 -0.072649999999999978 0.11819000000000002 -0.23785999999999999 0.094635000000000011 0.13707500000000003 -1.0000000180025095e-35 0.036605000000000006 -0.0024599999999999995 0.08141000000000001 -0.041789999999999994 0.092020000000000005
decision_type=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 19 8 11 9 -3 -8 20 12 -1 17 -6 -4 -17 18 -14 -2 -11
right_child=3 2 15 -5 14 -7 7 -9 -10 10 -12 -13 13 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=0.0022121858488297961 0.0015022674864210246 0.0012212755159596769 0.0014570817498187334 0.00031101005393538049 0.0009027745091848274 0.0014465975598095722 0.0020441081990798258 0.0011034243849199217 0.00058688170457703152 0.0018320156046986718 0.0012127163396154228 0.0014187775585443644 0.0018195239233857795 0.0014924000147411359 0.00043253707253004321 0.002172204048757113 0.0016214210774647007 0.0020995317639177103 0.0014634208198880225 0.0010895056585405747 0.0015712399144766846
leaf_weight=52 60 57 53 101 85 92 63 52 74 53 65 52 1581 77 61 61 56 86 62 66 53
leaf_count=52 60 57 53 101 85 92 63 52 74 53 65 52 1581 77 61 61 56 86 62 66 53
internal_value=0 0.00171659 0.00139144 0.000795488 0.000975256 0.00110403 0.00177477 0.00155768 0.000863185 0.00165848 0.0015162 0.00180726 0.00181811 0.00180674 0.000706547 0.00176823 0.00190888 0.00182072 0.00180611 0.00128634 0.00170196
internal_weight=0 2589 393 373 272 223 2196 286 131 234 171 1910 1858 1806 146 170 117 1729 1643 126 106
internal_count=2962 2589 393 373 272 223 2196 286 131 234 171 1910 1858 1806 146 170 117 1729 1643 126 106
is_linear=0
shrinkage=0.0032998


Tree=3428
num_leaves=23
num_cat=0
split_feature=9 14 2 50 0 52 15 52 480 16 16 148 52 12 52 0 16 12 15 484 0 12
split_gain=0.500131 0.555901 0.724373 0.558143 0.459555 0.918559 1.00077 0.902064 0.446504 0.657665 0.520437 0.399902 0.414571 0.950834 0.497003 0.896256 0.402772 0.33392 0.31377 0.313109 0.286071 0.117561
threshold=-0.084439999999999987 -0.13131999999999996 0.11504500000000002 0.07992500000000001 -0.13619499999999998 0.0049050000000000005 -0.087984999999999994 -0.043914999999999989 0.088905000000000026 -0.062279999999999995 -0.12653999999999996 -0.081784999999999983 1.0000000180025095e-35 0.081685000000000021 -0.087329999999999991 -0.06612999999999998 0.0097750000000000007 0.085845000000000019 -0.0092699999999999987 0.056385000000000005 -0.17127999999999996 0.088665000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 20 -8 9 10 -5 -6 14 -14 16 -16 -13 -12 -11 -15 -3 -19
right_child=1 3 -4 8 11 -7 7 -9 -10 18 17 12 13 19 15 -17 -18 21 -20 -21 -22 -23
leaf_value=-0.0096973852470473819 0.029444367747829662 -0.00059293843369173139 0.0047104157957114662 0.021296655433419038 0.017882903803336632 -0.019338456084030405 -0.00092278037644028779 0.030243714916160909 -0.0057029397967953361 0.01268411209949389 -0.0079804982943013879 0.014737184242271984 0.023331186338588075 0.0033535774077745641 0.001485131732917692 -0.014722927014805735 0.0027143241976670448 0.013430304321757741 0.02935445706453247 0.015422385721321083 -0.015876362983178682 0.0045635861069349259
leaf_weight=70 58 81 80 59 57 74 53 52 52 65 54 103 84 680 450 123 340 56 64 67 61 179
leaf_count=70 58 81 80 59 57 74 53 52 52 65 54 103 84 680 450 123 340 56 64 67 61 179
internal_value=0 0.00469074 0.0151189 0.00416755 0.00299815 -0.00288897 0.00203194 0.0144949 0.00908266 0.0106983 0.00688601 0.00399162 0.00356195 0.00635036 0.00127951 -0.00199095 0.00551376 0.00393783 0.0209686 0.00443846 -0.00717101 0.00668415
internal_weight=0 2892 138 2754 2225 321 247 105 529 477 348 1904 1847 831 1016 573 443 289 129 747 142 235
internal_count=2962 2892 138 2754 2225 321 247 105 529 477 348 1904 1847 831 1016 573 443 289 129 747 142 235
is_linear=0
shrinkage=0.16829


Tree=3429
num_leaves=21
num_cat=0
split_feature=1 12 4 12 4 12 13 4 9 0 0 11 0 0 12 12 0 1 475 4
split_gain=63.1046 8.79862 8.50901 5.1461 3.01907 2.71643 2.30893 2.19019 1.78888 1.53475 1.31308 1.30037 1.0295 0.984743 0.914589 0.839605 0.826029 2.20471 0.831031 0.548207
threshold=0.10398500000000001 0.085075000000000026 0.31392000000000003 -0.087789999999999993 0.24099500000000004 0.11819000000000002 -0.092844999999999997 -0.041239999999999992 -1.0000000180025095e-35 -0.11167499999999998 -0.037444999999999992 1.0000000180025095e-35 -0.084514999999999993 0.051660000000000005 0.098785000000000012 -0.083219999999999988 -0.097224999999999992 0.086165000000000005 -0.09688999999999999 0.41165000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 7 -1 5 11 9 -3 -8 -2 15 13 -13 16 -9 -10 17 -5 -18 -17
right_child=1 2 -4 4 -6 -7 8 14 10 -11 -12 12 -14 -15 -16 19 18 -19 -20 -21
leaf_value=0.0019085542995560837 0.00120711408029939 0.0029770591417689241 0.00098807600119866449 0.0027663276690087064 0.0019964002872030419 0.002090265914111445 0.00090729718249200778 0.0024790841712172937 0.0010702558930036437 0.00050352251627346209 0.0019419683447935985 0.0033462709942772141 0.0027384678245331992 0.0023243632200585147 0.0018796777405212497 0.0017924722181993484 0.0031460752275611144 0.0020589257805179225 0.0027326523375246592 0.0013473284821424385
leaf_weight=98 72 53 62 143 68 76 66 53 63 64 61 65 59 72 60 54 56 73 1573 71
leaf_count=98 72 53 62 143 68 76 66 53 63 64 61 65 59 72 60 54 56 73 1573 71
internal_value=0 0.00150358 0.00203212 0.00264955 0.00268277 0.0027048 0.0012363 0.00242185 0.00139163 0.000876271 0.00151986 0.00272767 0.00305736 0.00270632 0.00216113 0.00138271 0.00272121 0.00252742 0.00274689 0.00153991
internal_weight=0 679 228 2283 2185 2117 451 166 315 136 249 2041 124 1917 113 188 1845 216 1629 125
internal_count=2962 679 228 2283 2185 2117 451 166 315 136 249 2041 124 1917 113 188 1845 216 1629 125
is_linear=0
shrinkage=0.0032998


Tree=3430
num_leaves=29
num_cat=0
split_feature=2 12 2 2 2 3 0 12 40 16 484 2 51 130 0 16 16 49 0 3 1212 42 2 12 16 0 16 151
split_gain=25.5875 11.531 2.57556 2.3781 3.35039 2.45129 2.41191 2.22641 2.10511 1.63006 0.862998 1.0836 0.978699 0.784743 0.674277 0.58482 0.570579 0.773566 0.563559 0.552464 0.583246 0.573483 0.524217 0.48137 0.479113 0.374294 0.353361 0.247904
threshold=0.13881000000000002 1.0000000180025095e-35 0.17553000000000005 0.10523 -1.0000000180025095e-35 0.093925000000000022 -0.076589999999999978 0.093910000000000007 -1.0000000180025095e-35 -0.0015099999999999998 0.087020000000000014 0.097180000000000016 0.08623500000000002 -0.0015749999999999998 -0.049024999999999992 -0.40885499999999991 -0.20132999999999998 0.10322500000000003 -0.057749999999999989 -0.08095999999999999 0.091435000000000016 0.084755000000000011 0.087865000000000013 0.097345000000000015 -0.092864999999999989 -0.082784999999999984 -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 2 2 2 2 2
left_child=1 3 18 4 6 9 -1 10 -5 24 11 12 19 -9 16 -10 -15 23 -2 20 -3 -21 -14 -18 -6 -13 -17 -12
right_child=2 7 -4 8 5 -7 -8 13 15 -11 27 25 22 14 -16 26 17 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0015902271337908682 0.00050157770541661836 0.0019201164618137753 -4.2039507389578725e-05 0.0014955208453050488 0.0018908669772349901 0.0012110708687205847 0.00070117452956164155 0.0020410091780594165 0.00055565328896961497 0.0023436726022222614 0.0019449273790547561 0.0013365232069487737 0.0024239774471001363 0.0013323881385033636 0.0013701581511068688 0.001167762597632317 0.0016027048279044004 0.0013737542010550288 0.00094774748835717206 0.0014159907127654738 0.001578324250816567 0.0017979684474171654 0.0019577127847264218 0.0018395364956069892 0.0014670375225780703 0.0017133759512744714 0.00078499616445429745 0.002240358445228702
leaf_weight=54 58 741 72 75 57 85 87 52 57 59 53 52 52 52 103 52 150 69 67 55 60 211 56 264 62 68 55 85
leaf_count=54 58 741 72 75 57 85 87 52 57 59 53 52 52 52 103 52 150 69 67 55 60 211 56 264 62 68 55 85
internal_value=0 0.00168575 0.000454638 0.00129841 0.00145298 0.00167323 0.00104191 0.00180304 0.00103699 0.00189372 0.00187737 0.00185073 0.00188137 0.00164863 0.00161659 0.00082708 0.00166397 0.00169959 0.000741007 0.00185086 0.00189456 0.00171912 0.00218254 0.00175381 0.00167034 0.00155037 0.000971343 0.00212715
internal_weight=0 2766 197 643 404 263 141 2123 239 178 1433 1295 1175 690 638 164 535 483 125 1067 801 266 108 414 119 120 107 138
internal_count=2963 2766 197 643 404 263 141 2123 239 178 1433 1295 1175 690 638 164 535 483 125 1067 801 266 108 414 119 120 107 138
is_linear=0
shrinkage=0.0032998


Tree=3431
num_leaves=12
num_cat=0
split_feature=121 158 0 484 0 1375 1429 4 1 1429 159
split_gain=1.10635 0.938494 1.00129 0.9323 0.7334 0.652034 0.689169 0.817948 0.632125 0.595046 0.540055
threshold=-0.070209999999999981 0.11079000000000001 -0.22163999999999998 -0.013794999999999998 -0.23395499999999997 -0.088184999999999986 0.086095000000000019 -0.020619999999999996 0.14195000000000002 0.026145000000000005 -0.44959499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 -2 -4 8 -8 9 10 -7
right_child=1 3 5 -5 -6 6 7 -9 -10 -11 -12
leaf_value=0.030697145162397917 0.0031053940092384551 0.0050449357896453339 0.023443069872421642 0.035568742038107774 -0.022582181605462701 -0.0068644608582651796 0.0010682969183191298 0.027007441226970335 -0.0092647295556088534 -0.0074458902170950001 0.0067198472905095827
leaf_weight=53 66 54 61 60 60 86 56 90 83 94 2200
leaf_count=53 66 54 61 60 60 86 56 90 83 94 2200
internal_value=0 0.00615296 0.00554184 0.0211259 -0.00911253 0.00623407 0.00583102 0.0170705 0.00516405 0.00566799 0.00620802
internal_weight=0 2910 2796 114 126 2670 2609 146 2463 2380 2286
internal_count=2963 2910 2796 114 126 2670 2609 146 2463 2380 2286
is_linear=0
shrinkage=0.16829


Tree=3432
num_leaves=22
num_cat=0
split_feature=4 10 0 457 48 14 15 1429 16 15 0 51 16 16 484 42 0 0 42 151 43
split_gain=33.3719 11.7986 6.02556 5.37703 3.96384 3.45704 2.58107 2.90928 2.29069 1.76181 2.38446 1.37698 1.58643 1.06986 0.894236 0.889645 0.804461 0.59577 0.504451 0.373721 0.281906
threshold=0.31392000000000003 -1.0000000180025095e-35 -0.06612999999999998 0.11129500000000002 0.11326000000000001 -0.44847999999999993 0.039965000000000007 0.083420000000000008 -0.43491999999999992 -0.14051999999999998 -0.105195 0.041320000000000003 0.0097750000000000007 -0.088824999999999987 0.028840000000000001 0.085195000000000007 -0.093874999999999986 -0.081644999999999981 0.08179500000000002 -1.0000000180025095e-35 -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
left_child=1 2 -1 4 6 -2 7 9 16 13 -11 12 14 -3 -8 17 19 -9 -13 -7 -14
right_child=5 3 -4 -5 -6 8 11 15 -10 10 -12 18 20 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0021404139126566203 0.0019390471309965187 0.002375356252050956 0.00057255730751634162 0.0014765599486808911 0.00178024847404508 0.000921567672722893 0.0026006335783768813 0.0027402150356915546 0.00055521743159669848 0.0019327133925221506 0.002361238604800993 0.0031480250404210424 0.0020253467191983258 0.0029640478651053398 0.0030473824421737368 0.0024391150774053533 0.001621935107333035 0.0031817079715320885 0.002708160492323372 0.0012871011144368534 0.0023709984953342858
leaf_weight=52 66 65 55 60 86 53 802 101 65 174 780 68 53 72 53 71 53 52 52 75 55
leaf_count=52 66 65 55 60 86 53 802 101 65 174 780 68 53 72 53 71 53 52 52 75 55
internal_value=0 0.00240896 0.00133484 0.00245413 0.00247773 0.00126777 0.00250273 0.00240416 0.00108753 0.00233361 0.00228312 0.00262238 0.00258055 0.002685 0.00262837 0.00274758 0.0012785 0.0028905 0.00295771 0.00113602 0.0022017
internal_weight=0 2651 107 2544 2484 312 2398 1315 246 1091 954 1083 963 137 855 224 181 153 120 128 108
internal_count=2963 2651 107 2544 2484 312 2398 1315 246 1091 954 1083 963 137 855 224 181 153 120 128 108
is_linear=0
shrinkage=0.0032998


Tree=3433
num_leaves=15
num_cat=0
split_feature=4 13 123 160 12 15 12 4 150 15 15 12 4 12
split_gain=35.8202 10.7134 5.79978 2.67683 2.369 1.85725 2.86635 2.07528 1.85218 2.11394 1.39997 1.10643 0.923846 0.302792
threshold=0.31392000000000003 -0.27740999999999993 1.0000000180025095e-35 -0.54243999999999992 0.13642500000000005 -0.14051999999999998 0.056995000000000011 -0.029079999999999998 0.082590000000000011 -0.43091499999999999 -0.53241999999999989 0.087745000000000004 -0.012865 0.085655000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 13 7 -7 9 10 -2 -8 -4 -5
right_child=8 2 12 4 -6 6 11 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.00078108772113033662 0.00039326782568598122 0.0025514200940994916 0.0016087291153539392 0.0024701765166902623 0.0012500142037292937 0.0019053043354719582 0.0020775687760050468 0.0013461765810353168 0.0011607521662015169 0.00018570409910389962 0.0010709300863165456 0.0019078767698260427 0.0010603666511219095 0.0021599027141966116
leaf_weight=95 54 78 54 69 55 140 658 151 70 101 87 1186 90 75
leaf_count=95 54 78 54 69 55 140 658 151 70 101 87 1186 90 75
internal_value=0 0.00186981 0.00191026 0.00194869 0.00192853 0.00194489 0.00192033 0.00161529 0.00068757 0.000550554 0.00081165 0.00196845 0.00126625 0.00230882
internal_weight=0 2651 2556 2412 2334 2279 2135 291 312 242 141 1844 144 144
internal_count=2963 2651 2556 2412 2334 2279 2135 291 312 242 141 1844 144 144
is_linear=0
shrinkage=0.0032998


Tree=3434
num_leaves=11
num_cat=0
split_feature=1375 160 10 12 47 42 47 12 12 13
split_gain=0.849817 0.627471 0.515083 0.435393 0.325823 0.484076 0.431216 0.457689 0.672714 0.551403
threshold=-0.16449999999999998 -0.54243999999999992 -0.089679999999999982 -0.10468499999999999 0.11224000000000002 0.087605000000000002 0.10436500000000001 -0.084509999999999988 -0.067899999999999988 -0.016759999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 7 9 -9 -5
right_child=1 2 3 4 5 -7 -8 8 -10 -11
leaf_value=-0.012515865849667424 0.023684129062558623 -0.0043309987191116461 0.020974805661652059 0.0099465785401698665 -0.0099475970524310793 0.0099551482989938388 0.023914232984353547 0.02611432436411646 0.008736416901287113 -0.012494719173002298
leaf_weight=53 80 85 83 62 65 74 54 65 2280 62
leaf_count=53 80 85 83 62 65 74 54 65 2280 62
internal_value=0 0.00897348 0.008557 0.00895673 0.00858134 0.000635184 0.00901841 0.00869189 0.00921887 -0.00125958
internal_weight=0 2910 2830 2745 2662 139 2523 2469 2345 124
internal_count=2963 2910 2830 2745 2662 139 2523 2469 2345 124
is_linear=0
shrinkage=0.16829


Tree=3435
num_leaves=25
num_cat=0
split_feature=4 10 2 49 43 2 47 15 15 4 43 4 133 130 4 15 2 2 43 15 160 43 15 42
split_gain=20.9064 9.05786 5.37754 2.08928 1.759 1.69724 1.40457 1.17719 1.01361 0.978623 1.18971 1.31698 0.811145 0.766871 1.06907 2.10963 0.725953 1.58552 0.702193 0.736072 0.595629 0.350602 0.190837 0.178371
threshold=0.31392000000000003 -1.0000000180025095e-35 0.10523 -0.014479999999999998 -0.081694999999999976 0.12750000000000003 0.095010000000000011 -0.13513499999999998 -0.42075999999999997 -0.057674999999999997 -0.071734999999999979 -0.017399999999999995 0.077945 0.041010000000000005 -0.46195999999999998 -0.025879999999999997 -0.069044999999999981 0.10724500000000002 -0.18906999999999999 0.086305000000000007 0.085700000000000012 -0.076949999999999977 -0.068309999999999996 0.086635000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -4 -1 16 7 -3 -7 18 20 -12 13 14 -5 -16 -2 -18 -9 -20 -11 -14 23 -8
right_child=5 2 3 12 -6 8 22 9 -10 10 11 -13 21 -15 15 -17 17 -19 19 -21 -22 -23 -24 -25
leaf_value=0.00030838481263781173 0.001260173768293708 0.0021740610984671183 0.00094356390304853419 0.0016838194717236363 0.0011345031232561555 0.00074787344896991065 0.001479968110930413 0.0015363599632210697 0.00014126038664585936 0.0018502181904619893 0.0010595106012234754 0.0016331206213839918 0.0018892367645031215 0.001735423613472139 0.0014964051487749215 0.00066862970259414769 0.00037656014789060445 0.0010957299992105974 0.0019917574995280875 0.0018016282540110633 0.0015566681541715924 0.0015404963191610005 0.0013706192477414383 0.0017310947914877413
leaf_weight=53 62 89 95 52 60 65 76 73 56 399 54 235 61 52 75 61 53 91 367 584 95 69 71 57
leaf_count=53 62 89 95 52 60 65 76 73 56 399 54 235 61 52 75 61 53 91 367 584 95 69 71 57
internal_value=0 0.00166222 0.00170251 0.00138109 0.000747343 0.000778175 0.00177367 0.00180176 0.000467418 0.0017834 0.00169505 0.00152606 0.00149333 0.00137885 0.00128003 0.00112538 0.000960536 0.00083128 0.00185093 0.00187504 0.00179384 0.00170441 0.00151242 0.00158786
internal_weight=0 2678 2565 465 113 327 2100 1896 121 1807 783 289 370 240 188 136 206 144 1024 951 494 130 204 133
internal_count=3005 2678 2565 465 113 327 2100 1896 121 1807 783 289 370 240 188 136 206 144 1024 951 494 130 204 133
is_linear=0
shrinkage=0.0032998


Tree=3436
num_leaves=30
num_cat=0
split_feature=1 3 2 2 2 14 13 52 4 12 3 3 16 16 3 13 13 12 4 4 4 52 13 13 4 12 4 3 52
split_gain=45.9087 7.4496 3.19321 2.68079 3.01446 2.06992 2.02062 1.53832 1.42453 1.38079 1.32048 1.29476 1.12362 1.46335 1.20473 1.04485 0.807411 1.35371 1.04218 0.748177 0.668942 0.811899 0.899577 0.764685 0.612436 0.676733 0.518836 0.319323 0.140279
threshold=0.10749500000000002 -0.049204999999999992 0.11152000000000002 -1.0000000180025095e-35 0.093320000000000014 0.073890000000000011 -0.0019149999999999998 0.056265000000000009 0.27420500000000009 0.098785000000000012 0.3148450000000001 -0.07106999999999998 -0.062749999999999986 0.31625000000000009 -0.088484999999999994 -0.075904999999999986 -0.021089999999999994 0.10621000000000001 -0.010574999999999999 -0.049279999999999997 -0.084384999999999988 -0.010034999999999999 0.022635000000000006 -0.00027999999999999998 0.032770000000000001 0.083535000000000012 -0.0083549999999999978 -0.087674999999999989 0.087525000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 -1 5 20 7 10 -8 -2 15 12 19 14 -14 -3 17 -13 -18 -6 21 -5 28 24 25 -22 -25 -15 -23
right_child=1 6 -4 4 11 -7 8 -9 -10 -11 -12 16 13 27 -16 -17 18 -19 -20 -21 23 22 -24 26 -26 -27 -28 -29 -30
leaf_value=0.001660269832809322 0.0023470061470065185 0.00098590007604639168 0.0011696076077402054 0.0027447517630057035 0.0026852193119893627 0.002854269968904085 0.00156297135686725 0.0011806691149924811 0.00086580388074457228 0.0016357257245003007 0.00015268099261702594 0.0014133762842852141 0.0014696421588380917 0.0024514871962603296 0.0020676744519921176 0.00039755646735125364 0.0022926213186927097 0.0020554987853083277 0.0017967629517176512 0.002212087779135469 0.0026707448385764878 0.0023779916803307044 0.0019820394152399376 0.0018791697382583858 0.0019965326457974954 0.0022790040593730645 0.002267054231253238 0.0021190636478996628 0.0025838535112365402
leaf_weight=97 66 85 79 66 61 72 69 63 60 55 55 78 62 73 92 54 92 67 95 95 52 121 62 99 80 872 63 60 60
leaf_count=97 66 85 79 66 61 72 69 63 60 55 55 78 62 73 92 54 92 67 95 95 52 121 62 99 80 872 63 60 60
internal_value=0 0.00116961 0.00168668 0.00219917 0.00222167 0.002306 0.000901603 0.00073212 0.00123898 0.00202399 0.000586276 0.00205327 0.00217059 0.00204722 0.00182714 0.000757588 0.00189663 0.00171032 0.0020409 0.00239732 0.00227922 0.0024172 0.00232809 0.00224262 0.00227686 0.00230109 0.00203023 0.00230179 0.00244643
internal_weight=0 586 200 2419 2322 1547 386 257 129 121 194 775 443 287 154 139 332 145 187 156 1475 309 243 1166 1004 924 162 133 181
internal_count=3005 586 200 2419 2322 1547 386 257 129 121 194 775 443 287 154 139 332 145 187 156 1475 309 243 1166 1004 924 162 133 181
is_linear=0
shrinkage=0.0032998


Tree=3437
num_leaves=26
num_cat=0
split_feature=1 3 1 4 15 40 4 14 41 3 3 123 3 4 1 1456 3 48 1446 15 15 1 15 48 1456
split_gain=46.3802 6.8853 4.36133 3.15485 2.82332 2.38736 2.19962 1.94038 2.07326 1.72099 1.49174 1.14701 2.17164 1.316 1.01591 0.825507 0.754491 0.66221 0.650987 0.625444 0.593657 0.628816 0.633765 0.396845 0.241994
threshold=0.108865 -0.049204999999999992 0.095920000000000019 -0.16236499999999995 0.093425000000000022 -0.083574999999999997 0.41377500000000006 0.064610000000000015 0.082095000000000015 -0.071369999999999975 -0.016814999999999997 0.08980500000000001 0.30863500000000005 0.41377500000000006 0.117245 0.0050600000000000011 -0.085674999999999987 0.091395000000000018 0.088585000000000011 -0.094389999999999988 -0.092389999999999986 1.0000000180025095e-35 0.078925000000000009 0.083980000000000013 0.085885000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 7 -4 10 -3 14 8 9 15 -5 12 13 -7 -2 17 -17 18 -1 -19 23 22 -22 -11 -18
right_child=1 5 3 4 -6 11 -8 -9 -10 20 -12 -13 -14 -15 -16 16 24 19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.0019317205107949927 0.0019061125928666138 -0.00011724764492054154 0.0020769295144356403 0.0013958839208458012 0.001924158470864541 0.0012760668339971953 0.00081548457981401082 0.0023883548372070841 0.0012402989225689723 0.0021255430846882678 0.00079197156653534894 0.00025305091044926687 0.00037285773399423517 0.00065538022651037188 0.0013019125508295629 0.0024786162469930665 0.0021834643050708271 0.0019240343377201414 0.0023121351836462873 0.0014265103554269359 0.0013269917679302398 0.0018429732165610982 0.0017121527517667179 0.0017244098092602366 0.001871251750540542
leaf_weight=1254 55 52 76 90 60 83 64 88 53 53 89 65 102 68 69 58 52 57 52 55 96 100 93 58 63
leaf_count=1254 55 52 76 90 60 83 64 88 53 53 89 65 102 68 69 58 52 57 52 55 96 100 93 58 63
internal_value=0 0.0007991 0.00185347 0.00149053 0.00130391 0.000537656 0.00131346 0.00190707 0.00188634 0.00190352 0.00109581 0.000644858 0.000745381 0.000996786 0.00157019 0.00195232 0.00216913 0.00192584 0.00194689 0.00168003 0.00170932 0.00162972 0.0015167 0.00191626 0.00201273
internal_weight=0 558 2447 315 239 370 188 2132 2044 1991 179 318 253 151 124 1591 173 1418 1306 112 400 289 189 111 115
internal_count=3005 558 2447 315 239 370 188 2132 2044 1991 179 318 253 151 124 1591 173 1418 1306 112 400 289 189 111 115
is_linear=0
shrinkage=0.0032998


Tree=3438
num_leaves=20
num_cat=0
split_feature=1 40 41 49 2 4 475 1 160 159 481 4 0 1447 150 0 0 52 48
split_gain=2.09203 1.28322 0.869933 0.921967 0.823927 0.61246 0.559803 0.597397 0.815825 0.572631 0.608804 0.540564 0.696494 0.506372 0.489619 0.651031 0.418613 0.401209 0.235971
threshold=0.10910500000000002 -0.083574999999999997 0.081670000000000006 -0.088164999999999979 -0.069044999999999981 -0.0076199999999999992 -0.10261999999999998 0.095920000000000019 -1.0000000180025095e-35 0.11544000000000001 -0.086854999999999988 0.5124550000000001 -0.085264999999999994 -0.085804999999999979 0.083295000000000022 -0.079794999999999991 -0.064994999999999983 -0.059794999999999994 0.085760000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -3 -1 -5 9 -9 10 -8 12 18 -12 15 -10 -14 -18 -6
right_child=1 4 -4 6 11 -7 7 8 14 -11 13 -13 16 -15 -16 -17 17 -19 -20
leaf_value=0.041556257174414198 -0.019906058103426775 0.024907837050075494 -0.0032510197744889074 0.027938669095884511 -0.010897786930314327 0.016478440041682967 0.030415346213720381 0.022243701651176621 -0.020325336702619674 -0.00075369157661962902 -0.00050811689894113819 -0.0088526214476459808 0.024079516772322979 0.014486095026967264 0.013202202454085706 0.0035151973359662538 0.015353369469050648 -0.0026570763101419564 0.0027865988113752547
leaf_weight=56 66 53 84 73 63 55 66 61 52 72 66 91 59 1723 56 86 77 64 82
leaf_count=56 66 53 84 73 63 55 66 61 52 72 66 91 59 1723 56 86 77 64 82
internal_value=0 0.00211481 0.0135616 0.0141593 0.00509063 0.0291465 0.0134208 0.0129342 0.00526814 0.0139478 0.0145194 0.00267753 0.00572403 0.0139319 -6.02786e-05 -0.00545517 0.0121642 0.00716567 -0.00314664
internal_weight=0 555 2450 2366 489 111 2255 2182 255 1927 1855 436 345 1789 194 138 200 141 145
internal_count=3005 555 2450 2366 489 111 2255 2182 255 1927 1855 436 345 1789 194 138 200 141 145
is_linear=0
shrinkage=0.16829


Tree=3439
num_leaves=21
num_cat=0
split_feature=9 13 52 52 0 16 151 52 16 16 51 51 0 457 13 49 50 16 0 52
split_gain=0.859607 0.834106 0.729187 0.834255 0.55582 1.65175 0.752488 0.65479 0.656684 0.578425 0.680586 0.513296 0.829568 0.550561 0.511669 0.408487 0.314495 0.233306 0.0784241 0.024639
threshold=-1.0000000180025095e-35 -0.13226499999999999 1.0000000180025095e-35 -0.074359999999999996 -0.10298499999999998 -0.0092499999999999978 0.085445000000000007 -0.070529999999999995 -0.33811499999999994 0.11702000000000001 0.041320000000000003 -0.085594999999999991 0.060910000000000006 0.0033050000000000002 -0.075904999999999986 -0.032374999999999994 -0.44847999999999993 -0.40430999999999989 -0.15184499999999998 0.047800000000000009
decision_type=2 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 7 9 -3 15 11 14 -6 13 -13 -11 -9 -16 -5 -10 -17
right_child=1 4 -4 17 6 -7 -8 8 18 10 -12 12 -14 -15 16 19 -18 -19 -20 -21
leaf_value=-0.00557527735852261 0.011156750301984292 0.027996478373904329 0.014580699796280405 -0.021650302463142666 0.025161455526471196 -0.015811979422895202 0.031252958302064565 0.0027027585550893889 0.0015080200078319316 -0.0054091332267964132 -0.012085899326320419 0.012301121904613641 0.033101489844270637 -0.00034107093657479419 0.023165561339924274 0.017627989709344975 0.0088234780024093445 -0.0064986852904893415 -0.0076683579635367918 0.02307341635671966
leaf_weight=103 59 52 76 53 91 84 56 58 53 63 52 1511 52 104 52 52 266 64 52 52
leaf_count=103 59 52 76 53 91 84 56 58 53 63 52 1511 52 104 52 52 266 64 52 52
internal_value=0 0.0100583 0.000798424 -0.00514281 0.0109381 0.0051752 0.0119709 0.0107072 0.00733332 0.0114773 0.00595985 0.0128352 0.0121612 0.0114859 0.0084275 0.0140545 0.0111744 -0.0133776 -0.00301936 0.020368
internal_weight=0 2902 252 176 2650 403 2247 319 267 2191 433 1758 1667 1615 381 162 318 117 105 104
internal_count=3005 2902 252 176 2650 403 2247 319 267 2191 433 1758 1667 1615 381 162 318 117 105 104
is_linear=0
shrinkage=0.16829


Tree=3440
num_leaves=20
num_cat=0
split_feature=1 0 43 0 1 16 0 52 3 43 52 3 11 43 1 40 3 52 16
split_gain=0.648728 0.822699 0.632476 0.605495 1.11353 1.1458 0.747094 0.795293 0.601351 0.601535 0.456893 0.514569 0.766423 0.42951 0.463208 0.339466 0.305129 0.262953 0.215065
threshold=0.12000500000000001 -0.11167499999999998 -0.045139999999999993 -0.14259999999999998 0.094775000000000012 -0.095724999999999991 -0.12368999999999998 0.27203000000000005 -0.081459999999999991 -0.06512999999999998 0.12484500000000003 -0.12711499999999995 0.077905000000000016 -0.095674999999999982 0.10331000000000003 -0.064199999999999993 -0.086064999999999989 -0.021309999999999996 -0.04040499999999999
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 15 4 5 -1 -5 10 -9 18 11 12 -8 16 -15 -3 -13 -6 -10
right_child=1 2 -4 6 17 -7 7 8 9 -11 -12 13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0094411993985937716 0.014027582592742754 -0.0048372351651567533 -0.015099881577274786 -0.011010263573952725 0.013234210703181393 0.037644381002063541 -0.012296653148299358 -0.015387110800456391 0.0038933149810184415 -0.010884942066308816 0.020900320154012941 0.012770936384670415 0.0096592879154315612 0.0092260287827617641 -0.0021465009055327972 0.012485044013487386 0.027179676431597639 -0.001828261803793104 0.017858826090260908
leaf_weight=75 90 73 99 60 55 90 80 62 70 55 89 176 103 1414 109 57 55 81 57
leaf_count=75 90 73 99 60 55 90 80 62 70 55 89 176 103 1414 109 57 55 81 57
internal_value=0 0.00038974 -0.00496227 0.00843176 0.0155404 0.0248356 0.00751266 0.00800304 -0.00106718 0.00380117 0.0090963 0.00855301 5.12448e-05 0.009439 0.00841093 0.0027441 0.0162094 0.00424997 0.0101754
internal_weight=0 319 229 2631 301 165 2330 2270 244 182 2026 1937 183 1754 1523 130 231 136 127
internal_count=2950 319 229 2631 301 165 2330 2270 244 182 2026 1937 183 1754 1523 130 231 136 127
is_linear=0
shrinkage=0.16829


Tree=3441
num_leaves=23
num_cat=0
split_feature=1 52 1 4 12 15 2 0 4 39 11 1 0 0 15 2 0 2 16 1 402 0
split_gain=38.5213 8.63241 4.23474 3.80168 3.19551 2.4825 1.9973 1.84772 2.49933 1.30367 1.44807 1.24113 1.20384 1.41148 1.12697 1.01097 0.981291 0.832062 0.765684 0.417325 0.40281 0.357939
threshold=0.10557500000000002 -0.40011499999999994 0.12072500000000001 0.24099500000000004 0.086885000000000004 -0.041569999999999989 0.092155000000000015 -0.10998999999999999 0.50541500000000006 0.055555000000000007 1.0000000180025095e-35 0.088470000000000007 -0.14259999999999998 -0.10185499999999999 -1.0000000180025095e-35 0.123795 -0.066574999999999981 0.095465000000000008 -0.083614999999999981 0.13707500000000003 -0.16962499999999997 -0.077614999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 18 12 -4 19 10 11 15 14 -14 -1 17 20 -8 -3 -9 -15 -22
right_child=1 2 7 -5 -6 -7 9 8 -10 -11 -12 -13 13 16 -16 -17 -18 -19 -20 -21 21 -23
leaf_value=0.0022822050390802233 0.0023111631333925737 0.0011758479256114476 0.0012191858540159437 0.0015195650325813483 0.0019051786737745162 0.0005601473933928684 0.0019037452940264561 0.0011843435114654612 0.00022702590974423058 0.0015919184571511922 0.0025491359199489977 0.0015537394355587748 0.0016973292460685325 0.0025168499423881925 0.0029180738739043189 0.0016485073140187403 0.0019225154064752552 0.0022242298222110058 0.001710923739766589 0.00077471374438439192 0.0022817147257448091 0.00208181003601923
leaf_weight=67 73 68 89 95 91 55 123 54 87 63 68 53 52 75 57 52 92 331 52 56 1085 112
leaf_count=67 73 68 89 95 91 55 123 54 87 63 68 53 52 75 57 52 92 331 52 56 1085 112
internal_value=0 0.00124432 0.00110317 0.00216725 0.00140305 0.00114174 0.00219483 0.000824136 0.000645483 0.00204675 0.0020924 0.00203677 0.00226115 0.00223366 0.00257478 0.0020873 0.00225408 0.00213748 0.00140801 0.000976125 0.00227803 0.00226304
internal_weight=0 625 552 2325 266 175 2230 286 197 690 627 559 1540 1416 124 506 1364 454 120 110 1272 1197
internal_count=2950 625 552 2325 266 175 2230 286 197 690 627 559 1540 1416 124 506 1364 454 120 110 1272 1197
is_linear=0
shrinkage=0.0032998


Tree=3442
num_leaves=24
num_cat=0
split_feature=1 52 1 12 4 2 16 12 15 13 4 12 52 50 4 12 52 11 1429 15 16 1 456
split_gain=28.8897 6.98602 3.72646 3.59252 1.73038 1.40074 1.48995 1.22612 0.974571 1.22994 0.967869 0.90403 0.894598 0.890229 1.02393 1.69605 0.746009 0.732499 0.805123 1.11618 0.690319 0.67744 0.604218
threshold=0.10331000000000003 -0.41694999999999993 0.12072500000000001 0.088325000000000015 0.082475000000000007 0.092155000000000015 -0.096659999999999982 -0.087789999999999993 -0.037394999999999991 -0.0015099999999999998 0.42118000000000005 -0.0066799999999999993 0.40945500000000007 -0.10146999999999999 -0.47860499999999995 0.085945000000000008 1.0000000180025095e-35 0.07585500000000002 0.083960000000000021 -0.011959999999999998 0.0030150000000000008 0.13662500000000002 0.084770000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 8 5 11 -7 -4 9 -3 21 -1 17 -8 -15 -16 -6 18 22 -20 -17 -9 -13
right_child=1 2 7 -5 16 6 13 10 -10 -11 -12 12 -14 14 15 20 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0023713308334511979 0.0019631799247903305 0.0008571725451209408 0.0010788840664620397 0.00174098883294304 0.0013653376771471776 0.0022837207319396703 0.0021052922762649718 0.0010254421020296494 0.00059528767757978309 0.0014604042096196066 0.00034295583662659264 0.0019575352711437332 0.0016044024957507488 0.0020468258902259563 0.0011672527981309618 0.0018510102240313026 0.0018063743414986838 0.0023215452270335976 0.0020348286823928881 0.0014013645823760313 0.0015469696403962478 0.00052047003358282932 0.0022577210783867852
leaf_weight=58 91 86 74 102 94 57 59 62 53 65 98 1096 79 69 77 181 77 62 57 66 152 55 80
leaf_count=58 91 86 74 102 94 57 59 62 53 65 98 1096 79 69 77 181 77 62 57 66 152 55 80
internal_value=0 0.00111131 0.00098096 0.0012349 0.00188444 0.00191059 0.00177452 0.000711959 0.000981685 0.00111708 0.000585504 0.00196461 0.0019482 0.00172051 0.00167304 0.00161005 0.00156414 0.00196813 0.00195124 0.00169521 0.00171233 0.000788363 0.00197799
internal_weight=0 686 595 306 2264 2093 595 289 204 151 215 1498 1440 538 479 410 171 1361 1299 123 333 117 1176
internal_count=2950 686 595 306 2264 2093 595 289 204 151 215 1498 1440 538 479 410 171 1361 1299 123 333 117 1176
is_linear=0
shrinkage=0.0032998


Tree=3443
num_leaves=18
num_cat=0
split_feature=1 12 0 2 376 147 0 1 0 52 13 0 51 2 1 3 2
split_gain=0.681906 0.738638 0.691446 0.488564 0.449574 0.326351 0.569284 0.635924 0.469993 0.52512 0.792177 0.591501 0.504831 0.446594 0.348697 0.329922 0.234486
threshold=0.12000500000000001 -0.088684999999999986 -0.072039999999999979 0.12933000000000003 0.084545000000000009 0.08975000000000001 -0.14259999999999998 0.094935000000000005 -0.12368999999999998 0.27203000000000005 -1.0000000180025095e-35 -0.10594499999999998 0.091805000000000012 0.090085000000000012 0.082535000000000011 -0.070724999999999996 0.13388500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 16 -4 5 6 7 13 -8 11 15 -10 -13 14 -1 -11 -3
right_child=1 2 3 -5 -6 -7 8 -9 9 10 -12 12 -14 -15 -16 -17 -18
leaf_value=0.027471015311815866 0.016719139978224957 -0.0049343252033065789 -0.0037983745195587387 0.016057842931602364 0.024382661672072474 -0.001444329576016305 -0.0059824109363028431 0.0070564026726303072 0.025718800429184136 0.0029027912666447372 -0.015666512157157492 0.0091624119183244465 0.021242457619006533 0.036757898610395259 0.0079190823756290826 0.018701615223644871 -0.02089653544985658
leaf_weight=52 72 52 79 63 60 73 57 102 69 135 55 1767 104 53 52 52 53
leaf_count=52 72 52 79 63 60 73 57 102 69 135 55 1767 104 53 52 52 53
internal_value=0 0.00171679 -0.00264909 0.00499842 0.00996276 0.00962554 0.00994975 0.017427 0.00908401 0.00947841 0.00207728 0.0104007 0.00983484 0.0241532 0.0177123 0.00730566 -0.0130086
internal_weight=0 319 247 142 2631 2571 2498 259 2239 2182 242 1940 1871 157 104 187 105
internal_count=2950 319 247 142 2631 2571 2498 259 2239 2182 242 1940 1871 157 104 187 105
is_linear=0
shrinkage=0.16829


Tree=3444
num_leaves=22
num_cat=0
split_feature=4 12 130 1375 4 3 3 41 42 376 12 159 51 133 4 159 3 42 42 12 4
split_gain=0.428368 0.801868 0.470008 0.408457 0.493869 0.801424 1.20255 0.909369 1.17677 0.572976 0.430166 0.379093 0.480528 0.375643 0.251943 0.415955 0.282412 0.249026 0.205402 0.135012 0.062744
threshold=0.24099500000000004 0.094860000000000014 -0.071894999999999973 -0.095554999999999987 -0.07879499999999999 0.0053500000000000015 -0.081334999999999977 0.077550000000000022 0.091035000000000019 0.08400500000000001 -0.0066799999999999993 -0.10786999999999998 0.11218000000000002 0.046800000000000008 0.51395000000000002 0.085035000000000013 0.095880000000000007 -0.015624999999999998 0.089840000000000017 -0.091944999999999985 -0.50139499999999992
decision_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 14 17 -4 5 6 7 8 -5 10 19 13 -13 -12 15 16 18 -1 -2 -6 -7
right_child=1 -3 3 4 9 20 -8 -9 -10 -11 11 12 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.025625014390703332 0.0067763532994595419 -0.012735015034104303 -0.0054181124451697918 0.0047005166674990986 0.014618535529304278 0.021866721794922498 -0.014188313142341327 -0.01550352713811356 0.027981975630610681 -0.0069575179884246979 -0.0044507290809580827 0.01008174401389539 0.024587209765529704 0.011174078660790036 -0.0011698613649822355 0.021904998356525963 0.013256440510668122 0.010767740989796054 -0.00791079368905989 0.026532850166718788 0.014061354316510439
leaf_weight=65 56 79 64 509 53 55 101 53 70 54 97 1083 69 79 95 55 73 64 52 57 67
leaf_count=65 56 79 64 509 53 55 101 53 70 54 97 1083 69 79 95 55 73 64 52 57 67
internal_value=0 0.00249173 0.00836059 0.00782975 0.00819177 0.00496277 0.00285784 0.00558483 0.0075183 0.010041 0.0106805 0.00984027 0.0109521 0.00255247 0.00613134 0.00907799 0.00517036 0.0182679 -0.000278601 0.0208087 0.0175949
internal_weight=0 410 2540 2411 2347 855 733 632 579 1492 1438 1328 1152 176 331 236 181 129 108 110 122
internal_count=2950 410 2540 2411 2347 855 733 632 579 1492 1438 1328 1152 176 331 236 181 129 108 110 122
is_linear=0
shrinkage=0.16829


Tree=3445
num_leaves=13
num_cat=0
split_feature=1 48 4 13 12 4 12 1 399 51 2 1
split_gain=0.905114 0.791682 0.409552 0.748304 0.685349 0.818816 0.623486 0.691353 0.566453 0.525295 0.477924 0.47306
threshold=0.15314500000000003 -0.088899999999999993 -0.46195999999999998 0.26497500000000002 0.023990000000000004 -0.15615999999999999 -0.14392999999999997 0.079225000000000004 0.089695000000000011 0.12900500000000004 0.097005000000000022 0.092485000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 6 -6 -4 -8 9 -7 -3 -9
right_child=-2 2 3 -5 5 8 7 11 -10 -11 -12 -13
leaf_value=0.026149820172918749 -0.015303975633628803 0.026120448214237937 0.016581913560271173 0.024861380257847985 -0.013367809234935015 0.0062666141540782703 -0.017509582715021194 0.012170375798492573 0.021056500600323404 0.020939626003158917 0.0072782048505928929 -0.0015860401495403275
leaf_weight=58 54 62 61 57 55 1789 66 86 83 72 100 400
leaf_count=58 54 62 61 57 55 1789 66 86 83 72 100 400
internal_value=0 0.00667679 0.0062772 0.0057774 0.00536025 0.00686988 0.000434427 -0.00134673 0.00744337 0.00683526 0.0145005 0.000844526
internal_weight=0 2889 2831 2669 2612 1999 613 552 1944 1861 162 486
internal_count=2943 2889 2831 2669 2612 1999 613 552 1944 1861 162 486
is_linear=0
shrinkage=0.16829


Tree=3446
num_leaves=14
num_cat=0
split_feature=1 48 1425 48 4 11 155 1 4 3 48 51 133
split_gain=0.626252 0.556857 0.483857 0.362592 0.948136 0.745309 0.573234 0.560302 0.472522 0.437523 0.594222 0.360344 0.270639
threshold=0.15314500000000003 -0.089974999999999986 1.0000000180025095e-35 0.093225000000000016 -0.44205499999999992 0.087925000000000017 0.10071000000000001 0.080320000000000016 -0.032764999999999996 -0.022704999999999996 0.11427000000000001 -0.025904999999999994 0.024055000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 11 6 7 -6 -5 12 -11 -3 -10
right_child=-2 2 -4 8 5 -7 -8 -9 9 10 -12 -13 -14
leaf_value=0.022655003422929382 -0.012728472703948222 0.0094916450030035262 0.019946399248319726 -0.01385406418528335 0.007031631433034302 0.024579387453913568 -0.012123829912046415 0.0015763298956039454 0.014312354003087386 -0.017396881943151178 0.0074659041553059744 0.027950559136171668 0.00019122576171509773
leaf_weight=53 54 53 62 60 1314 53 58 899 91 57 52 70 67
leaf_count=53 54 53 62 60 1314 53 58 899 91 57 52 70 67
internal_value=0 0.00555368 0.00523345 0.00490396 0.00560735 0.00484424 0.00438287 0.0048163 -0.000354158 0.0026728 -0.00551925 0.0200113 0.00833565
internal_weight=0 2889 2836 2774 2447 2324 2271 2213 327 267 109 123 158
internal_count=2943 2889 2836 2774 2447 2324 2271 2213 327 267 109 123 158
is_linear=0
shrinkage=0.16829


Tree=3447
num_leaves=23
num_cat=0
split_feature=4 3 39 3 10 39 3 4 3 3 3 14 42 1456 3 4 42 376 3 42 3 4
split_gain=29.997 11.1014 6.49057 2.82578 2.46865 2.42378 2.39582 1.18483 1.48349 1.78925 1.09419 1.01364 1.05024 1.19677 1.30696 1.16626 0.921382 0.914295 0.715918 0.801493 0.609383 0.36778
threshold=0.31392000000000003 0.28833000000000003 0.055555000000000007 0.13772500000000001 -1.0000000180025095e-35 0.098380000000000009 -0.071369999999999975 -0.42305999999999994 0.092005000000000017 0.0066850000000000008 -0.026279999999999998 0.076450000000000004 0.088185000000000013 0.075285000000000005 -0.10690999999999999 -0.014454999999999997 0.09364500000000002 0.076485000000000011 -0.083104999999999984 0.097025000000000014 -0.084014999999999992 0.05864500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -4 16 11 -8 9 10 -9 12 13 14 -1 -15 20 -6 19 -14 -2 -20
right_child=3 -3 4 -5 17 -7 7 8 -10 -11 -12 -13 18 15 -16 -17 -18 -19 21 -21 -22 -23
leaf_value=0.0020049280693824681 0.0018146887097930241 0.00078131060023961779 0.00099401643272734822 0.0004806332940338686 0.0020268137684602856 0.0005913104865392767 0.0024074266960852305 0.0020271613061926068 0.0015771274772858187 0.002546561943256797 0.0014950526053579662 0.0026480268993695714 0.0017275204475671498 0.0029337015920826693 0.0023141528367517064 0.0022810826659154519 0.0010261847417057644 0.0014912803948763959 0.0022269810993867621 0.0022471450760714719 0.0013512048741085652 0.0019426617103817728
leaf_weight=181 54 66 56 76 87 53 67 216 99 62 53 70 89 61 893 60 53 59 402 52 75 59
leaf_count=181 54 66 56 76 87 53 67 216 99 62 53 70 89 61 893 60 53 59 402 52 75 59
internal_value=0 0.00211841 0.00215279 0.0010345 0.00158442 0.00121347 0.00220134 0.00199711 0.0019331 0.00203946 0.00192245 0.00225568 0.00224038 0.00229737 0.00226207 0.00261038 0.00139446 0.00181064 0.00212719 0.0019194 0.00154549 0.00219067
internal_weight=0 2632 2566 311 202 235 2364 497 430 331 269 1867 1797 1195 1074 121 182 146 602 141 129 461
internal_count=2943 2632 2566 311 202 235 2364 497 430 331 269 1867 1797 1195 1074 121 182 146 602 141 129 461
is_linear=0
shrinkage=0.0032998


Tree=3448
num_leaves=13
num_cat=0
split_feature=45 1 48 1444 0 52 51 2 42 1447 481 30
split_gain=0.528903 0.541674 0.36767 0.655885 0.653703 0.711757 0.624772 0.621579 0.578546 0.457492 0.814184 0.455003
threshold=0.08179500000000002 0.15314500000000003 0.093225000000000016 -0.069054999999999991 -0.085894999999999985 -0.054584999999999995 0.13881000000000002 0.11165000000000001 0.086635000000000004 -0.086059999999999984 -0.084349999999999994 0.085915000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 9 -7 -6 -5 -11 -12
right_child=-2 -3 4 6 8 7 -8 -9 -10 10 11 -13
leaf_value=0.023700969868129217 0.022754799075646402 -0.011226671308181476 0.022856273363277321 0.018250835825356828 0.0013555382903817296 0.010679730996953133 0.022585721745015695 -0.013461435006527647 -0.021644947731209438 -0.011063216616600563 0.0062860328436383627 -0.0090634472996416818
leaf_weight=62 52 53 55 80 69 67 64 55 56 83 2191 56
leaf_count=62 52 53 55 80 69 67 64 55 56 83 2191 56
internal_value=0 0.00561825 0.00593347 0.00659452 0.000376401 0.00696191 0.0061651 -0.000188856 -0.00893431 0.00572829 0.00529756 0.00590269
internal_weight=0 2891 2838 2536 302 177 2474 122 125 2410 2330 2247
internal_count=2943 2891 2838 2536 302 177 2474 122 125 2410 2330 2247
is_linear=0
shrinkage=0.16829


Tree=3449
num_leaves=33
num_cat=0
split_feature=3 10 3 123 0 150 51 52 39 3 52 42 42 0 41 0 52 1213 133 3 133 42 133 1446 1429 160 0 42 42 42 42 3
split_gain=33.4498 13.337 8.3256 6.15069 3.88168 2.8569 2.3731 1.83815 1.60632 1.40868 1.1683 1.14663 1.07966 1.52841 1.04157 0.965687 0.708929 0.651727 0.577829 0.488249 0.474821 0.586534 0.534591 0.414893 0.551142 0.468946 0.389214 0.347725 0.335861 0.267903 0.229097 0.191831
threshold=-0.057749999999999989 -0.089679999999999982 0.31819000000000003 1.0000000180025095e-35 -0.046614999999999997 0.094620000000000024 -0.095339999999999994 -0.54533999999999982 0.08950000000000001 0.10661500000000002 -0.065394999999999995 0.088685000000000014 0.079335000000000003 -0.091829999999999981 0.077300000000000021 -0.066734999999999975 -0.054584999999999995 0.085565000000000016 -0.0047449999999999992 -0.088314999999999991 0.096875000000000017 0.11080500000000001 0.0089800000000000019 0.085380000000000011 0.083985000000000018 -0.089599999999999985 -0.072924999999999976 0.090485000000000024 -0.082904999999999993 -0.04034999999999999 0.092340000000000019 -0.095789999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 6 -3 -6 9 -8 -9 12 13 28 20 16 -5 18 29 -14 22 -22 27 24 25 -21 -23 -13 -1 -15 -29 -20
right_child=1 2 -4 15 7 -7 8 10 -10 -11 -12 14 19 17 -16 -17 -18 -19 31 23 21 26 -24 -25 -26 -27 -28 30 -30 -31 -32 -33
leaf_value=0.0022674763864106726 3.4840272994411499e-05 0.0025373313788075798 0.00059410401955617702 0.0017263092397875306 0.0024133548188896769 0.0013284685857502686 0.0022133973744286901 0.0013126826458627048 0.0014119017367928163 0.0017408536769308253 0.001922314128713701 0.002135871454053979 0.0028423722021314046 0.0024314847398992259 0.0018149653800490502 0.00098372812862389681 0.0012068713413194905 0.0027302552948140525 0.0023928061800480441 0.0026181642673250168 0.0019760125122037166 0.0025199797480178272 0.0026591070500809285 0.0027532886782728589 0.002745939755931473 0.0023408452519243107 0.0021524979179427524 0.0025601016230326554 0.0019338118782232573 0.0026879029101082403 0.0023239554321087966 0.0021997639007839643
leaf_weight=53 59 91 72 57 57 67 182 52 54 112 103 86 57 148 52 77 59 71 101 95 92 61 62 70 69 247 70 64 96 69 188 150
leaf_count=53 59 91 72 57 57 67 182 52 54 112 103 86 57 148 52 77 59 71 101 95 92 61 62 70 69 247 70 64 96 69 188 150
internal_value=0 0.00154754 0.00166326 0.00177333 0.00232949 0.00196463 0.00206164 0.00190514 0.00193715 0.0020335 0.00171802 0.0023768 0.00243732 0.00235007 0.00226683 0.00127162 0.00146242 0.00243219 0.0023869 0.00254883 0.00230449 0.00218053 0.00237351 0.00251397 0.00247313 0.00241798 0.00232388 0.00232102 0.00205273 0.00251318 0.00238407 0.00227758
internal_weight=0 830 771 699 2113 506 439 212 348 294 155 1901 1226 688 675 193 116 539 468 538 623 223 400 481 411 342 131 338 149 217 252 251
internal_count=2943 830 771 699 2113 506 439 212 348 294 155 1901 1226 688 675 193 116 539 468 538 623 223 400 481 411 342 131 338 149 217 252 251
is_linear=0
shrinkage=0.0032998


Tree=3450
num_leaves=16
num_cat=0
split_feature=1456 4 52 31 0 1429 156 150 150 52 48 1453 1 4 0
split_gain=0.89229 1.08624 0.708885 0.557886 0.572137 0.559822 0.714567 0.600958 0.710917 0.636094 0.534717 0.52865 0.479718 1.13104 0.385035
threshold=-0.085589999999999986 -0.51323499999999989 0.13072500000000004 -0.079669999999999977 -0.040094999999999992 0.084815000000000015 0.087080000000000005 0.083810000000000009 0.11819500000000001 -0.081674999999999984 -0.07965499999999999 -0.057839999999999996 0.100925 -0.040394999999999993 0.064400000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 7 -7 10 9 -9 -5 -12 14 -14 -6
right_child=1 3 -4 4 12 6 -8 8 -10 -11 11 -13 13 -15 -16
leaf_value=0.028038145567450823 -0.016048083930220381 0.023597477187842372 0.0037930880395956727 0.024437900981809584 0.00060478504265247903 0.0081258331314496314 -0.017469219101544003 0.0094542538066098199 0.014773993871464219 -0.011172477905728088 -0.0072438758749773582 0.0087864186733238332 0.020599966024485709 -0.006850697972464904 -0.018200297866077849
leaf_weight=97 61 54 53 60 62 66 58 61 71 138 60 1884 75 98 61
leaf_count=97 61 54 53 60 62 66 58 61 71 138 60 1884 75 98 61
internal_value=0 0.0061553 0.0194835 0.00664882 0.00630843 0.00717014 -0.00383156 0.00777085 0.000310597 -0.00484068 0.00877508 0.00829073 -0.00066654 0.00503949 -0.00870671
internal_weight=0 2809 150 2748 2694 2398 124 2274 270 199 2004 1944 296 173 123
internal_count=2959 2809 150 2748 2694 2398 124 2274 270 199 2004 1944 296 173 123
is_linear=0
shrinkage=0.16829


Tree=3451
num_leaves=19
num_cat=0
split_feature=0 42 1 160 10 4 12 16 14 160 0 48 4 481 1427 2 49 0
split_gain=0.565133 0.953634 1.0787 1.03762 0.857161 0.756069 0.73066 0.570858 0.533072 0.590272 0.521962 1.6164 2.10932 0.499256 0.424094 0.412159 0.352374 0.452181
threshold=-0.040094999999999992 -0.019989999999999997 0.081540000000000015 -0.076219999999999996 -0.084119999999999986 0.26546000000000003 -0.083979999999999985 -1.0000000180025095e-35 0.020750000000000005 -0.54883999999999988 -0.10934999999999999 0.092825000000000005 0.078235000000000013 -0.08614999999999999 0.081395000000000009 0.10656 -1.0000000180025095e-35 -0.11825999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 8 -7 -5 9 -6 11 12 -11 -12 -15 -9 -8 -18
right_child=1 2 3 7 5 6 16 15 -10 10 13 -13 -14 14 -16 -17 17 -19
leaf_value=0.0233106841480538 -0.021063105727332609 -0.013038602297374359 0.028895052696480197 0.015142643009632034 0.024006519271961301 -0.017220522208793995 -0.0081844997154652717 -0.01265841441910162 0.019547885759318453 -0.020122169782750884 -0.0061778782996176999 0.02257941157576504 0.019486163020754566 0.0071080064174036629 0.022409968195539549 0.0071696529609098338 0.017630014201696725 -0.0028820614595356691
leaf_weight=84 54 87 56 68 53 71 55 69 92 135 78 61 53 1716 53 52 65 57
leaf_count=84 54 87 56 68 53 71 55 69 92 135 78 61 53 1716 53 52 65 57
internal_value=0 -0.000318019 0.00305077 0.00877147 0.00658302 0.00601777 -0.00279406 0.00279942 0.00699373 0.00645544 0.00601079 -0.00121602 -0.00894643 0.00698603 0.00756748 -0.00412241 0.00298267 0.00803178
internal_weight=0 386 332 245 2573 2489 248 189 2241 2149 2096 249 188 1847 1769 121 177 122
internal_count=2959 386 332 245 2573 2489 248 189 2241 2149 2096 249 188 1847 1769 121 177 122
is_linear=0
shrinkage=0.16829


Tree=3452
num_leaves=18
num_cat=0
split_feature=1456 4 483 43 2 2 1429 51 2 13 12 43 2 4 4 13 51
split_gain=0.583289 0.610886 0.525562 0.455985 0.418815 0.865424 1.09547 0.827849 0.763493 0.709199 0.929221 0.644574 0.621322 0.417676 0.382439 0.284386 0.207165
threshold=-0.085589999999999986 -0.51323499999999989 1.0000000180025095e-35 -0.50589999999999991 0.10523 0.097695000000000018 0.084815000000000015 0.11874000000000001 0.10709500000000001 1.0000000180025095e-35 0.10052500000000002 -0.064179999999999987 0.096325000000000008 0.03851000000000001 0.0067750000000000006 -0.077614999999999976 0.088940000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 7 12 -6 13 -11 -7 -5 16 -13 -15 -10
right_child=1 3 -4 4 8 11 -8 -9 9 10 -12 14 -14 15 -16 -17 -18
leaf_value=0.0072410770218538333 -0.012470225478452892 0.019588641765512973 0.027872997366165084 0.0064611058502844236 -0.018896585916400886 0.029282507604648091 -0.013588916195256267 -0.014892778923694677 0.017354867302575974 -0.020792496897100922 0.004950078918371157 -0.00011389157749388775 -0.011867768482861769 0.00741761637863011 0.019357164972575655 -0.0038461897859066911 0.0049626999491156577
leaf_weight=94 61 56 56 1678 53 69 92 56 99 76 83 63 54 123 52 131 63
leaf_count=94 61 56 56 1678 53 69 92 56 99 76 83 63 54 123 52 131 63
internal_value=0 0.00417924 0.0149556 0.00454948 0.00423596 0.00539389 0.00431453 0.00523674 0.000427397 0.00221169 -0.00734325 0.0164124 0.00588861 0.00586802 0.00867479 0.00160126 0.0125468
internal_weight=0 2809 150 2748 2692 2064 1880 1788 628 575 159 184 1732 416 115 254 162
internal_count=2959 2809 150 2748 2692 2064 1880 1788 628 575 159 184 1732 416 115 254 162
is_linear=0
shrinkage=0.16829


Tree=3453
num_leaves=16
num_cat=0
split_feature=1456 52 474 160 42 3 133 50 14 11 43 34 43 1374 1447
split_gain=0.403593 0.430873 0.360125 0.434351 0.951774 1.11938 0.489641 0.380159 0.486348 0.362892 0.529216 0.755148 0.422742 0.32042 0.34071
threshold=-0.085589999999999986 0.13072500000000004 0.10446500000000002 -0.015149999999999999 0.098205000000000015 -0.11749 -0.085614999999999983 0.12170000000000002 -0.10523499999999998 0.089795000000000014 -0.11158 -0.080599999999999991 -0.22491499999999998 0.072495000000000018 -0.084999999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -7 8 -5 10 12 -12 -10 14 -8
right_child=2 -3 -4 7 -6 6 13 -9 9 -11 11 -13 -14 -15 -16
leaf_value=0.019108115205051686 -0.022855592548699875 0.00020437929286339017 0.015490208203970726 0.020568353205440881 0.018359575289385883 -0.013645816207619055 -0.0093100667328141276 -0.0093662147332799865 0.0051666828266941061 -0.0080847979619593103 0.021565289164537302 0.0029022927713757704 0.018791397860211039 -0.0106040992661181 0.0049269956377249171
leaf_weight=97 68 53 69 54 69 66 54 55 132 64 64 1536 127 53 398
leaf_count=97 68 53 69 54 69 66 54 55 132 64 64 1536 127 53 398
internal_value=0 0.0124408 0.00347581 0.0031726 -0.000414699 -0.00244478 -1.09233e-05 0.00442339 0.00480792 0.00436442 0.00479398 0.00364994 0.0118545 0.00176751 0.00322213
internal_weight=0 150 2809 2740 708 639 571 2032 1977 1923 1859 1600 259 505 452
internal_count=2959 150 2809 2740 708 639 571 2032 1977 1923 1859 1600 259 505 452
is_linear=0
shrinkage=0.16829


Tree=3454
num_leaves=13
num_cat=0
split_feature=150 10 1 15 15 158 15 159 49 13 42 13
split_gain=0.465877 0.44793 1.07233 0.768725 0.682217 0.414748 0.449073 0.424555 1.14771 0.629505 0.420398 0.240212
threshold=0.12660500000000002 0.057650000000000007 0.14720000000000003 -0.38214499999999996 -0.46645999999999993 0.085110000000000005 0.13248000000000001 0.0089800000000000019 0.084910000000000013 -0.15747499999999998 0.088875000000000023 -0.081464999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 9 -9 -5 11 -7
right_child=-2 -3 -4 5 -6 10 -8 8 -10 -11 -12 -13
leaf_value=0.0021474303544490102 0.019064599060035697 -0.0095884027529427821 0.02437421357941412 0.01781993640555396 -0.022599051870627961 0.0073960499638688728 -0.010529927014979084 -0.0091946441817442933 0.01691716818196972 0.0033417869217130941 0.0002666477873180351 0.020225671999692055
leaf_weight=64 52 78 67 89 62 73 70 206 62 1953 86 97
leaf_count=64 52 78 67 89 62 73 70 206 62 1953 86 97
internal_value=0 0.0029865 0.00333384 0.0028228 -0.0100152 0.00343713 0.00274376 0.00314677 -0.00314715 0.00397369 0.00987628 0.014727
internal_weight=0 2907 2829 2762 126 2636 2380 2310 268 2042 256 170
internal_count=2959 2907 2829 2762 126 2636 2380 2310 268 2042 256 170
is_linear=0
shrinkage=0.16829


Tree=3455
num_leaves=20
num_cat=0
split_feature=1 12 4 14 4 13 1 12 1 11 15 42 4 12 4 4 1 4 12
split_gain=25.3962 4.73057 3.50328 3.06477 2.72436 1.85127 1.70814 1.54412 1.61526 1.67987 1.15032 0.964216 0.905384 0.871269 0.761108 0.577477 0.504622 0.463289 0.524367
threshold=0.11561500000000001 -0.088189999999999977 0.27644500000000005 0.073890000000000011 0.27020000000000005 -0.085684999999999997 0.10123500000000001 0.099680000000000005 0.10529500000000001 0.079700000000000007 -0.41725999999999991 0.11573500000000002 -0.081204999999999986 0.087255000000000013 -0.03463999999999999 0.51395000000000002 0.10482000000000001 0.00059000000000000014 0.10742000000000002
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 7 -2 -1 8 9 12 15 17 -3 -10 -7 -4 -6 18 -9
right_child=2 3 10 -5 16 14 -8 11 13 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0014628927088112026 0.00067218780116076965 0.0019433086909337368 0.0010040928926359728 0.0023988120405497699 0.0010247817541329282 0.0017062753399609129 0.00068891357885393753 0.0015807854628879759 0.0011479072802099983 0.002422002690462337 0.00024179352672307024 0.0011829654026127671 0.0017773418209427714 0.0017416989749702639 0.0011997754088088522 0.00057523320267539261 0.0014629553900649167 0.0014419957775061571 0.0019335672102223664
leaf_weight=72 55 525 58 85 52 52 55 99 57 54 74 57 1172 52 88 85 66 78 89
leaf_count=72 55 525 58 85 52 52 55 99 57 54 74 57 1172 52 88 85 66 78 89
internal_value=0 0.00174929 0.000865238 0.00178235 0.00175956 0.0011864 0.00112798 0.001786 0.00182269 0.00184702 0.000576476 0.0015746 0.00182871 0.00143151 0.00138816 0.000749423 0.00127016 0.00165839 0.00174798
internal_weight=0 2513 412 2386 2301 195 127 2183 1860 1751 217 323 1697 109 140 143 118 266 188
internal_count=2925 2513 412 2386 2301 195 127 2183 1860 1751 217 323 1697 109 140 143 118 266 188
is_linear=0
shrinkage=0.0032998


Tree=3456
num_leaves=22
num_cat=0
split_feature=4 1 13 0 1 39 11 39 4 0 11 4 160 4 16 13 4 16 52 39 16
split_gain=40.8995 10.9819 5.72936 4.15676 4.08681 3.30527 3.13601 2.32295 1.53973 1.94267 1.1618 1.1038 0.981538 0.931328 1.52808 0.920695 0.818 0.64832 0.435677 0.347532 0.250193
threshold=0.31392000000000003 0.10378000000000001 -0.27740999999999993 -0.11742499999999999 0.12257000000000003 0.084075000000000011 1.0000000180025095e-35 0.055555000000000007 -0.50231999999999988 -0.061204999999999989 0.084110000000000004 0.42642000000000008 -0.53864499999999993 -0.37626499999999991 -0.015214999999999998 0.053700000000000005 0.50609000000000004 -0.034884999999999992 -0.11263999999999999 0.089940000000000006 -0.4193599999999999
decision_type=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 11 13 7 8 -1 12 -8 -2 -10 -5 -15 -14 -6 -11 -19 -9 -18
right_child=4 2 3 5 16 -7 10 19 9 17 -12 -13 15 14 -16 -17 20 18 -20 -21 -22
leaf_value=0.0026516811640889151 0.00089969640752165917 0.0006236217795439192 0.00091001270100825435 0.0024504471897725862 7.7375758418945847e-05 0.0012629951851575777 0.0029331379194690722 0.0014177290997683331 0.0025757978469955391 0.0020478483132817331 0.0022830126335667265 0.0014718361070953216 0.0021389501548094852 0.0023830810489473141 0.0016459596949752356 0.0018901702110972094 0.00041503969631795791 0.0018011717538404138 0.0013802917198379333 0.0017977413745924209 0.00073215205688122935
leaf_weight=56 81 66 60 59 55 70 65 53 52 54 57 68 1542 52 76 184 56 58 52 55 54
leaf_count=56 81 66 60 59 55 70 65 53 52 54 57 68 1542 52 76 184 56 58 52 55 54
internal_value=0 0.00202545 0.00150897 0.00169319 0.000764762 0.00187589 0.00211421 0.00208434 0.00210987 0.00209423 0.00262968 0.00116104 0.00212602 0.00210513 0.00194569 0.00211245 0.000406694 0.00174937 0.00160253 0.00161158 0.000571033
internal_weight=0 2611 383 317 314 257 2228 2106 1998 1942 122 149 1778 187 128 1726 165 164 110 108 110
internal_count=2925 2611 383 317 314 257 2228 2106 1998 1942 122 149 1778 187 128 1726 165 164 110 108 110
is_linear=0
shrinkage=0.0032998


Tree=3457
num_leaves=29
num_cat=0
split_feature=1 3 4 4 12 1 1 11 16 12 457 15 13 15 1 12 1446 15 1 15 42 13 1 4 13 4 12 15
split_gain=61.7557 12.0811 4.9492 3.79529 3.28002 3.26447 3.17736 2.29921 1.49231 1.48676 1.52303 1.35599 0.944037 1.70337 0.927974 0.92513 0.710931 0.635326 0.632003 0.596913 0.576077 0.578564 0.571231 0.528249 0.416933 0.307179 0.304935 0.124566
threshold=0.10509 -0.053364999999999996 0.046185000000000004 0.31392000000000003 -0.020034999999999994 0.083670000000000008 0.11690500000000002 1.0000000180025095e-35 -0.41776999999999992 0.090455000000000021 0.067035000000000011 0.025430000000000005 -0.27740999999999993 -0.26361999999999991 0.11744000000000002 0.097240000000000007 0.083705000000000016 0.091490000000000016 0.11215000000000001 0.097415000000000015 -0.012479999999999998 -0.087669999999999984 0.094090000000000021 -0.0101 -0.083914999999999976 -0.065239999999999979 0.091735000000000025 -0.086319999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 -1 15 18 9 -8 10 16 -9 -10 -14 -2 20 17 -6 -3 23 -4 -22 25 26 -18 -21 -11 -25
right_child=1 6 5 -5 7 -7 8 11 12 19 -12 -13 13 -15 -16 -17 24 -19 -20 22 21 -23 -24 27 -26 -27 -28 -29
leaf_value=0.0012448514844155534 0.001763749964433118 0.00052483812519106435 0.0014612741818323856 0.00063069993830067921 0.0019184429461341944 0.00087325343956473622 -0.0002308790492073793 0.0019987864622295695 -8.8206021777965365e-05 0.0016603849846485638 0.0015439707472115123 0.0026966926364646879 -6.7074599486801104e-06 0.00078855983207705622 0.0012455923389541308 0.0012973069359367246 0.0023746854234178347 0.0022953826253516206 0.00098043416162763605 0.0012902540705994191 0.0016377684081733152 0.0021071461702096813 0.0018744739851608895 0.0017125659053585311 0.001985741886416848 0.0016119651609135441 0.0019031305166035241 0.0014824871457728751
leaf_weight=90 88 85 52 74 786 87 99 65 53 72 98 58 52 67 67 69 73 53 55 62 56 61 52 55 54 72 314 56
leaf_count=90 88 85 52 74 786 87 99 65 53 72 98 58 52 67 67 69 73 53 55 62 56 61 52 55 54 72 314 56
internal_value=0 0.000638898 0.00179872 0.00124632 0.00186131 0.00142112 0.000300371 0.00189096 9.16867e-05 0.00186016 0.00193758 0.00232817 0.000277554 0.000440752 0.00154 0.00162125 0.00197747 0.0019423 0.000704074 0.00173951 0.0017533 0.00188279 0.0015785 0.00179969 0.00220959 0.00146338 0.00185794 0.00159681
internal_weight=0 640 2285 229 1960 325 411 1870 271 1747 1064 123 172 119 155 238 966 839 140 683 169 117 186 497 127 134 386 111
internal_count=2925 640 2285 229 1960 325 411 1870 271 1747 1064 123 172 119 155 238 966 839 140 683 169 117 186 497 127 134 386 111
is_linear=0
shrinkage=0.0032998


Tree=3458
num_leaves=29
num_cat=0
split_feature=1 12 4 4 48 1 12 3 4 40 42 4 3 12 13 2 4 3 12 50 1 1456 484 13 484 3 3 42
split_gain=30.9263 6.54612 4.43624 4.20317 3.22476 2.74565 1.50003 1.99451 1.29429 1.22943 0.976828 0.937165 0.832774 0.761318 0.67066 0.597481 1.15211 1.01777 0.752492 0.476109 0.475782 0.45785 0.439845 0.574735 0.351199 0.331563 0.192045 0.33874
threshold=0.11561500000000001 0.056995000000000011 -0.17568999999999999 0.27644500000000005 0.087730000000000016 0.094165000000000013 0.098785000000000012 -0.15870999999999996 0.043640000000000005 -0.0020749999999999996 0.09364500000000002 0.018150000000000003 -0.01223 0.097910000000000011 -0.27740999999999993 0.084095000000000017 -0.081244999999999998 -0.10859999999999999 0.085525000000000004 0.10564000000000003 0.077375000000000013 -0.090374999999999997 -0.020824999999999996 -0.088654999999999998 -0.066214999999999982 -0.06656999999999999 -0.10519499999999998 -0.062334999999999995
decision_type=2 2 2 2 2 2 2 2 2 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 12 7 -3 9 -7 14 19 -4 -2 -5 16 18 -17 -9 25 -14 -19 -18 -24 -23 26 -8 -28
right_child=3 6 5 10 -6 8 11 15 -10 -11 -12 -13 20 -15 -16 17 22 21 -20 -21 -22 24 23 -25 -26 -27 27 -29
leaf_value=0.0021073680259447564 0.0012559128103650419 0.0024181334540240721 0.0019276862326390413 0.00034460955717281798 0.00066105719466175248 0.0011518083057470547 0.001929865513521509 0.0024816303237859133 0.0013287900269759998 0.00047364270996656761 0.00017384430026645922 0.0014046643502763588 0.0011890265018116299 0.0018012998948988318 0.0008130989134808791 0.0014901281064991139 0.0021415915958687111 0.0015773920616906992 0.0020102459061112112 0.0014907796782086707 0.0015833510605358632 0.0020289846738365171 0.0015298317577352777 0.0018975348738650619 0.0018579929627364307 0.0020497335999122984 0.0018704573830050353 0.0014966709084871879
leaf_weight=91 58 81 54 52 82 57 54 68 92 60 71 100 52 55 94 84 57 56 84 52 98 165 60 222 753 64 54 55
leaf_count=91 58 81 54 52 82 57 54 68 92 60 71 100 52 55 94 84 57 56 84 52 98 165 60 222 753 64 54 55
internal_value=0 0.00178377 0.00144721 0.000808231 0.00115996 0.00130167 0.00186818 0.00191182 0.00103536 0.000804332 0.000492002 0.00168042 0.00157433 0.00152168 0.000646481 0.00188532 0.0019814 0.0018407 0.00222136 0.00177914 0.00144689 0.0018709 0.0018737 0.00181943 0.00188877 0.00184504 0.00176445 0.00168217
internal_weight=0 2513 504 412 195 413 2009 1630 209 117 217 379 204 113 146 1549 491 1058 152 279 150 974 339 282 918 227 163 109
internal_count=2925 2513 504 412 195 413 2009 1630 209 117 217 379 204 113 146 1549 491 1058 152 279 150 974 339 282 918 227 163 109
is_linear=0
shrinkage=0.0032998


Tree=3459
num_leaves=17
num_cat=0
split_feature=15 10 147 11 39 15 15 14 47 50 15 15 39 39 1446 51
split_gain=23.1714 8.39547 6.06974 5.6485 5.21799 2.90305 2.61948 2.17719 1.3745 1.48406 1.08788 0.98263 0.92999 1.76127 0.628537 0.620085
threshold=-0.38214499999999996 -0.11133 0.095485000000000014 1.0000000180025095e-35 0.055555000000000007 0.025430000000000005 0.082725000000000007 -0.42227999999999993 0.11896000000000002 0.083800000000000013 0.13592500000000005 -0.45775499999999997 0.087370000000000017 0.10705500000000003 0.083705000000000016 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 6 15 8 -1 9 -3 14 -9 -6 -14 -8 -5
right_child=1 2 -4 5 12 -7 10 11 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=0.0011671190507233985 0.00054897671326223179 0.001760389126120195 0.00076797051422774338 0.0024150408402817554 0.00094638427008013576 0.0030347517163259929 0.0020194189918664182 0.00066743973255276609 0.0013778577232912419 0.0020551698140763917 0.0015999995849271507 9.1459352021087958e-05 0.0017498488669611249 0.00099242003614208882 0.0023189671352564735 0.0019385521311993572
leaf_weight=68 54 942 54 55 52 61 825 83 83 234 64 53 89 54 86 68
leaf_count=68 54 942 54 55 52 61 825 83 83 234 64 53 89 54 86 68
internal_value=0 0.00183803 0.00186412 0.00188676 0.00184448 0.00244478 0.0018897 0.000684703 0.00179002 0.00181907 0.00201838 0.000443236 0.0013262 0.00146407 0.00204774 0.0021519
internal_weight=0 2721 2667 2613 2429 184 2234 204 1259 1176 975 136 195 143 911 123
internal_count=2925 2721 2667 2613 2429 184 2234 204 1259 1176 975 136 195 143 911 123
is_linear=0
shrinkage=0.0032998


Tree=3460
num_leaves=19
num_cat=0
split_feature=1 160 11 2 0 151 2 0 48 1 124 1447 160 1 2 39 1 41
split_gain=1.34974 0.642197 0.869232 1.3274 0.791314 0.60674 0.703983 0.594127 0.55554 0.604208 0.425526 0.468644 0.398075 0.349946 0.547103 0.475163 0.270688 0.173536
threshold=0.12072500000000001 -0.55171499999999984 1.0000000180025095e-35 0.099845000000000003 0.148925 -0.0085349999999999992 0.10633000000000002 -0.13619499999999998 -0.069969999999999991 0.090130000000000016 -1.0000000180025095e-35 -0.085709999999999995 0.051580000000000008 0.15314500000000003 0.14132000000000003 0.095830000000000012 0.13216000000000003 0.078150000000000011
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 17 5 6 8 12 -3 -10 -9 -12 -7 14 15 16 -2 -4
right_child=13 2 3 -5 -6 7 -8 10 9 -11 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0079008161405022415 -0.0020519864277063482 0.0038779275145465254 0.040380040341479399 0.0061835037489752255 0.029715079686430487 -0.0086618884916211218 -0.00031376679771973835 -0.0061383835409435684 0.016475575798757493 0.034010824444849333 0.022456760836985758 0.0085669303955912771 0.0094356053135846198 0.010377182450370026 -0.016819766626001938 -0.012937004560066264 0.013612486611927177 0.026785446279522673
leaf_weight=55 59 64 55 92 54 98 71 53 204 77 72 1637 53 55 72 52 66 54
leaf_count=55 59 64 55 92 54 98 71 53 204 77 72 1637 53 55 72 52 66 54
internal_value=0 0.010075 0.0104583 0.0210935 0.00956047 0.0090924 0.014922 0.00782375 0.0180627 0.021287 0.00869218 0.00915316 -0.00229789 -0.00176199 -0.00445055 0.000570845 0.00620448 0.0336616
internal_weight=0 2639 2584 201 2383 2329 416 1913 345 281 1762 1709 151 304 249 177 125 109
internal_count=2943 2639 2584 201 2383 2329 416 1913 345 281 1762 1709 151 304 249 177 125 109
is_linear=0
shrinkage=0.16829


Tree=3461
num_leaves=20
num_cat=0
split_feature=1 1 4 124 2 14 4 4 13 1 4 2 1456 159 4 13 403 157 4
split_gain=45.4853 7.25587 4.05366 3.84232 3.76974 2.67079 2.3239 2.11118 1.61056 1.21504 1.69896 1.14884 1.07113 0.942617 0.98188 0.919381 0.78597 0.610983 0.309984
threshold=0.10509 0.13707500000000003 -0.032169999999999997 -0.078884999999999983 0.11203000000000002 0.073890000000000011 0.27258000000000004 -0.50139499999999992 -0.077504999999999977 0.12200500000000002 0.056815000000000011 1.0000000180025095e-35 -0.15322999999999998 0.085545000000000024 -0.057674999999999997 -1.0000000180025095e-35 -0.097839999999999996 -0.0056149999999999993 -0.012014999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 9 6 7 17 12 10 -4 -3 -9 14 -10 -6 -14 -5 -15
right_child=1 11 4 5 15 -7 -8 8 13 -11 -12 -13 16 18 -16 -17 -18 -19 -20
leaf_value=0.0012701715989655725 0.0017239098804775681 0.00068643984671623787 0.0010238842771755981 0.0026688459945925416 0.0004312590347489699 0.0025526679918206258 0.0012570052080141474 0.0016027077964304128 0.0019167350649580432 0.00088132000282709966 0.0017835241296722665 0.00010197020963740107 0.001757835596257002 0.0019693493714864497 0.0017098220139385898 0.00090926063103399844 0.0021159890378595852 0.0021613265031596753 0.0023226866635688652
leaf_weight=89 103 59 54 54 101 83 52 55 592 52 80 97 75 56 441 78 713 52 57
leaf_count=89 103 59 54 54 101 83 52 55 592 52 80 97 75 56 441 78 713 52 57
internal_value=0 0.000939872 0.00114534 0.00194363 0.000981975 0.00197049 0.00194797 0.0019651 0.00194083 0.00131113 0.00147766 0.000323245 0.00205072 0.00185997 0.00182844 0.000639747 0.00208195 0.00242021 0.00214789
internal_weight=0 624 468 2319 365 2230 2147 2095 1989 186 134 156 843 1146 1033 179 788 106 113
internal_count=2943 624 468 2319 365 2230 2147 2095 1989 186 134 156 843 1146 1033 179 788 106 113
is_linear=0
shrinkage=0.0032998


Tree=3462
num_leaves=19
num_cat=0
split_feature=1 4 43 11 4 4 43 43 43 159 1454 1447 13 16 4 1 52 16
split_gain=1.10156 0.440189 0.816523 0.753579 0.865026 0.717729 0.460723 0.642503 0.596115 0.4727 0.435786 0.785196 0.426735 0.345363 0.625208 0.723491 0.210271 0.149188
threshold=0.12072500000000001 -0.17568999999999999 -0.079824999999999993 0.078065000000000009 -0.10701499999999999 -0.50810499999999992 -0.081189999999999984 -0.080384999999999984 -0.08231999999999999 0.10442000000000001 0.083660000000000026 -0.085644999999999985 -0.083654999999999993 0.24100000000000002 0.50996500000000011 0.13707500000000003 -0.13963499999999998 -0.10850999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 -4 8 -8 9 12 11 -9 -6 14 15 -2 -7 -5
right_child=13 3 5 17 6 16 7 10 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0014163681668116091 0.0058757323566299945 -0.011636883820579065 0.038687571039121071 0.016736537021465499 0.02018737036692848 0.0081839590877268303 -0.010622924396518756 0.027968833407632558 0.027611785225432783 -0.0037317331333872458 -0.006783083834895242 0.0078059670073293789 0.009655152019589738 -0.013002874348929185 0.013991263077236466 -0.016250849914541114 0.022724974070037238 0.029431276056333708
leaf_weight=52 93 59 54 55 149 60 54 57 68 56 54 1404 411 55 80 76 54 52
leaf_count=52 93 59 54 55 149 60 54 57 68 56 54 1404 411 55 80 76 54 52
internal_value=0 0.00976275 0.0169794 0.00910568 0.00846545 0.022684 0.00899267 0.00740094 0.0126412 0.0109857 0.00804456 0.00859384 0.0124607 -0.000929875 0.00172964 -0.00406405 0.0150876 0.0229227
internal_weight=0 2639 220 2419 2312 168 2253 1569 684 616 1515 1461 560 304 249 169 114 107
internal_count=2943 2639 220 2419 2312 168 2253 1569 684 616 1515 1461 560 304 249 169 114 107
is_linear=0
shrinkage=0.16829


Tree=3463
num_leaves=28
num_cat=0
split_feature=1 3 2 2 2 2 2 3 14 51 1 13 15 13 3 40 43 13 1446 15 42 1 3 1 50 43 43
split_gain=43.2994 10.0627 4.757 4.24278 4.21685 2.10073 2.0953 1.94572 1.73072 1.54705 1.69095 1.51361 1.25033 0.979575 0.831312 0.776963 0.69971 0.692946 0.610826 0.856572 0.643601 0.508446 1.05158 0.705662 0.551126 0.462166 0.431352
threshold=0.10398500000000001 -0.049204999999999992 0.14132000000000003 0.10523 0.098655000000000007 -1.0000000180025095e-35 0.11203000000000002 -0.16100499999999998 0.073890000000000011 -0.10234999999999998 0.081315000000000012 -0.059629999999999996 -0.065984999999999988 -0.023739999999999997 0.12478500000000002 -0.0099849999999999991 -0.035884999999999993 -0.08811999999999999 0.083705000000000016 -0.0065999999999999991 0.088380000000000014 0.085720000000000005 -0.090889999999999985 1.0000000180025095e-35 0.10861000000000003 0.05259500000000001 -0.026789999999999998
decision_type=2 2 2 2 2 2 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 13 8 -3 -7 -5 15 12 11 16 -6 -2 -8 -1 -11 -4 21 -20 -21 23 -23 24 -17 -24 -13
right_child=1 2 17 7 9 6 14 -9 -10 10 -12 26 -14 -15 -16 18 -18 -19 19 20 -22 22 25 -25 -26 -27 -28
leaf_value=0.0016579548590592928 0.0021249107715338744 0.00046648240277827546 0.00033298665144263319 0.0014622054037601191 0.0023645626674082204 0.0014917814029848236 0.00054438883500007248 0.00058661318839734009 0.0025136417282676047 0.0022210579490205226 0.0011638719872403829 0.0013403403606633421 0.0016568078171727346 0.0015463192892866318 0.0010801573709216194 0.0020383717511404859 0.0017010136296297053 -0.00020300188972234264 0.001923578520088116 0.002623992782831762 0.0021264888762227816 0.0014602990523863613 0.0020136698158111847 0.0023650846402846577 0.0017311251448361769 0.0016813603446176812 0.0016887206487422545
leaf_weight=67 85 91 53 57 57 79 65 54 78 64 84 91 53 52 62 925 52 52 75 59 57 52 315 69 70 55 70
leaf_count=67 85 91 53 57 57 79 65 54 78 64 84 91 53 52 62 925 52 52 75 59 57 52 315 69 70 55 70
internal_value=0 0.000993913 0.000671278 0.00151675 0.0019589 0.000884718 0.0010693 0.00103656 0.00203094 0.00168015 0.00157531 0.00169996 0.00202387 0.00190556 0.000806223 0.00200933 0.00198824 6.72092e-05 0.00202335 0.00220086 0.00237983 0.00200051 0.00190234 0.00203941 0.00201679 0.00196437 0.00149203
internal_weight=0 650 402 248 2293 297 206 111 1822 471 361 277 110 137 127 1744 116 105 1677 191 116 1486 422 1064 995 370 161
internal_count=2943 650 402 248 2293 297 206 111 1822 471 361 277 110 137 127 1744 116 105 1677 191 116 1486 422 1064 995 370 161
is_linear=0
shrinkage=0.0032998


Tree=3464
num_leaves=24
num_cat=0
split_feature=4 3 3 15 4 0 48 15 4 12 12 4 48 39 3 15 0 157 13 4 13 1446 42
split_gain=59.2348 13.29 7.30899 4.14122 3.61892 3.21305 2.27778 1.81576 4.16771 1.8025 1.7352 1.61857 1.45255 1.16048 1.15582 1.0981 0.994856 0.813119 0.777796 0.738613 0.659563 0.543591 0.647493
threshold=0.31392000000000003 -0.066229999999999997 0.28833000000000003 -0.41725999999999991 -0.39175499999999991 -0.14867499999999997 0.10145000000000001 0.021950000000000001 -0.0058699999999999994 0.081685000000000021 0.09253500000000002 0.018150000000000003 -1.0000000180025095e-35 0.08955500000000001 -0.014924999999999999 -0.084454999999999988 -0.067134999999999986 -0.059399999999999988 -0.0069149999999999993 0.059230000000000012 -0.078439999999999996 0.088585000000000011 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 13 -3 -1 7 8 15 -7 16 -10 -5 18 -9 -6 21 -12 -2 20 -19 22 -11
right_child=3 2 -4 12 6 9 -8 14 11 10 17 -13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24
leaf_value=0.0030393591727444053 0.00090064936378942133 0.0024378575939465576 0.00063628031095668198 0.00064945095181435084 0.0015620614867049591 0.0017139138806210351 0.0012448449858735351 0.001876424040277617 0.002318904829106939 0.0023889846467951485 0.0017559838311164257 0.0017195429892416284 -4.785182801616878e-05 0.00058127389611381313 0.0025764862591282534 0.00090790313907363439 0.0027814239345173865 0.0025846510974386044 0.0014217247085647085 0.001916836089790711 0.0021977592720993687 0.0026332520441714707 0.0022178641539068178
leaf_weight=62 64 100 58 53 53 61 82 52 96 678 52 102 84 55 52 60 61 55 62 93 452 69 387
leaf_count=62 64 100 58 53 53 61 82 52 96 678 52 102 84 55 52 60 61 55 62 93 452 69 387
internal_value=0 0.00216295 0.00175553 0.000654812 0.00186421 0.00229839 0.00174872 0.00184819 0.00172147 0.0022743 0.00229278 0.00201032 0.000221651 0.000982481 0.00222679 0.00121503 0.00236779 0.00215525 0.00115733 0.0021898 0.0022398 0.00234551 0.00232684
internal_weight=0 2625 655 318 597 1970 497 415 311 1908 1847 198 137 181 104 113 1195 652 126 600 507 1134 1065
internal_count=2943 2625 655 318 597 1970 497 415 311 1908 1847 198 137 181 104 113 1195 652 126 600 507 1134 1065
is_linear=0
shrinkage=0.0032998


Tree=3465
num_leaves=32
num_cat=0
split_feature=4 3 2 2 2 2 0 3 11 2 4 3 3 4 42 39 47 1212 42 13 42 2 0 0 16 160 43 16 16 1212 42
split_gain=66.7527 25.7808 11.4997 6.73217 5.41975 4.15387 3.25966 2.86495 2.78565 1.91752 2.13897 1.81221 3.23301 1.71686 1.52488 1.50753 1.37441 1.29459 1.09922 0.99755 0.918841 1.03391 0.853637 0.824939 0.77075 0.70593 0.57886 0.483308 0.629018 0.419286 0.294464
threshold=0.31392000000000003 -0.046079999999999989 0.10859000000000001 0.078775000000000012 0.14808000000000002 0.097005000000000022 -0.070134999999999989 0.17351000000000003 0.078065000000000009 0.089795000000000014 -0.013634999999999998 -0.14088999999999999 -0.08867499999999999 -0.082199999999999981 0.088485000000000022 0.093640000000000015 0.11043500000000002 0.090175000000000019 0.11195000000000001 -0.078924999999999981 0.091485000000000025 0.090020000000000017 -0.089364999999999986 -0.17127999999999996 0.27450000000000002 -1.0000000180025095e-35 -0.14239499999999997 -0.082359999999999989 0.052150000000000009 0.032510000000000004 -0.04034999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 6 8 13 -3 -4 15 -5 -11 -7 -13 14 17 23 20 19 24 -1 21 29 -23 -2 30 -25 -21 -22 -29 -15 -14
right_child=4 2 7 9 -6 11 -8 -9 -10 10 -12 12 18 16 -16 -17 -18 -19 -20 26 27 22 -24 25 -26 -27 -28 28 -30 -31 -32
leaf_value=0.0030379288074688406 0.0011562895160152551 0.0018117584983269432 0.0011890612943937751 0.0025489157984558545 -0.00024911409817460244 0.002480304684936306 0.00068163746038978968 0.00029413061340466265 0.0015113994769776528 0.0023822021838779896 0.0016379444593634714 0.0012532194070846282 0.002174526763921051 0.0025643044141569699 0.0030434009956969766 0.00017581575825389634 0.0019760637833350801 0.0020778349039503228 0.0016858720290180262 0.0022605368006513075 0.0019895182469575438 0.0019510847014209351 0.0024228831172822744 0.00092335212045536737 0.0019016049241167637 0.00038316762542078988 0.0026263929142420371 0.0024480726180617844 0.0020284837031558606 0.0023073918304252331 0.0024701141847128663
leaf_weight=53 54 52 100 95 62 99 60 64 53 75 97 57 67 582 80 52 83 57 52 64 63 67 116 53 60 53 199 138 56 82 91
leaf_count=53 54 52 100 95 62 99 60 64 53 75 97 57 67 582 80 52 83 57 52 64 63 67 116 53 60 53 199 138 56 82 91
internal_value=0 0.00221045 0.00157043 0.00188639 0.000628723 0.00237865 0.00120665 0.000840035 0.000834237 0.0021714 0.00196268 0.00208778 0.00196884 0.00245418 0.00262778 0.00066478 0.0023879 0.00253855 0.00211978 0.00262154 0.00241883 0.00247168 0.00225034 0.000823473 0.00222312 0.000653592 0.0025375 0.00224451 0.00232714 0.00253263 0.00234499
internal_weight=0 2609 543 379 327 2066 112 164 265 267 172 426 327 1640 453 212 1187 373 270 316 1104 847 183 160 218 106 263 257 194 664 158
internal_count=2936 2609 543 379 327 2066 112 164 265 267 172 426 327 1640 453 212 1187 373 270 316 1104 847 183 160 218 106 263 257 194 664 158
is_linear=0
shrinkage=0.0032998


Tree=3466
num_leaves=24
num_cat=0
split_feature=4 3 13 4 43 3 52 41 159 15 15 13 4 4 42 484 15 457 3 15 43 159 3
split_gain=71.5662 24.9976 8.42577 6.28575 5.51868 2.7748 2.09068 2.02572 1.73889 1.69857 1.68403 1.5219 1.49667 0.940518 0.931284 0.946952 0.923133 0.842875 0.832445 0.82498 0.788419 0.43096 0.252785
threshold=0.31392000000000003 -0.046079999999999989 -0.0015099999999999998 -0.15615999999999999 1.0000000180025095e-35 -0.082634999999999986 -0.0092149999999999992 0.075585000000000013 0.079875000000000015 -0.092389999999999986 -0.45775499999999997 0.10621000000000001 0.054720000000000012 0.6214050000000001 0.11769000000000002 -0.020824999999999996 -0.2987999999999999 0.081330000000000013 -0.086064999999999989 -0.065419999999999992 -0.35045999999999994 0.079715000000000022 0.085090000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 6 -2 8 11 -3 -5 13 12 14 -7 15 18 -12 -17 -1 21 -13 -14 -11
right_child=5 2 3 9 -6 10 -8 -9 -10 22 16 20 19 -15 -16 17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0035259313760157298 0.0016109471051068888 0.0015619997516525951 0.0033492684698592395 0.0025872980091878823 0.0026653228175876386 0.0015364449469477707 0.0019177084685311125 0.0034209344267345648 0.00081179191799586538 0.0021263161278397211 0.0003375875202679325 0.0027950303346029643 0.0026746276073066856 0.00093160662817049985 0.002603500106649777 0.0029718375720133492 0.00091986465421739039 0.0025845994567862663 0.0030706474145737548 0.0024105636367209148 0.0023141602745353107 0.0030620421190312888 0.0017989052765842899
leaf_weight=58 93 81 77 83 55 55 81 89 58 52 53 91 78 58 73 1212 68 66 197 81 65 56 56
leaf_count=58 93 81 77 83 55 55 81 89 58 52 53 91 78 58 73 1212 68 66 197 81 65 56 56
internal_value=0 0.00276605 0.00213578 0.00255243 0.0017296 0.00112826 0.0014955 0.00293169 0.00124922 0.00223101 0.000936266 0.00290964 0.00293659 0.00122631 0.0029714 0.0029889 0.000665109 0.00295187 0.00317434 0.00267638 0.00259489 0.0028368 0.00195687
internal_weight=0 2609 543 268 275 327 220 2066 139 191 234 1977 1821 113 1606 1533 121 1278 255 215 156 134 108
internal_count=2936 2609 543 268 275 327 220 2066 139 191 234 1977 1821 113 1606 1533 121 1278 255 215 156 134 108
is_linear=0
shrinkage=0.0032998


Tree=3467
num_leaves=24
num_cat=0
split_feature=4 12 13 48 52 11 14 16 4 0 12 11 48 4 0 0 0 159 1213 1213 1375 16 13
split_gain=37.1774 9.76911 5.51409 3.21157 3.16546 2.28211 2.28201 2.78193 2.02818 1.94755 2.47938 1.84847 1.42238 1.34376 1.33769 1.1714 2.16138 0.703286 0.564627 0.601017 0.544392 0.443791 0.276163
threshold=0.31392000000000003 0.056995000000000011 -1.0000000180025095e-35 0.08956500000000002 -0.0092149999999999992 1.0000000180025095e-35 -0.45687499999999998 -0.49353499999999995 -0.048309999999999992 -0.11742499999999999 0.090285000000000018 0.084110000000000004 0.10255000000000002 0.057200000000000008 1.0000000180025095e-35 -0.10228499999999999 -0.23028499999999999 0.08573500000000002 0.104315 0.036805000000000011 -0.073619999999999991 -0.54150999999999994 -0.05461499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 -2 21 14 -3 18 -7 13 17 -4 16 -10 -12 19 20 -11 -8 -15
right_child=6 5 8 -5 -6 11 7 -9 15 10 12 -13 -14 22 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0012399308556808957 0.0014625533308405898 0.0015275212005249666 0.0026994027037795039 0.00086745367430382221 0.0022294477915434947 0.0030124485173446723 0.0012451708853844418 0.00033762482567240986 0.0020169298280886096 0.0025766035793486097 0.0021688713958251836 0.0022861629722240773 0.0015177889096499634 0.0019036974898051263 0.0019923653364883743 0.0021430792839255775 0.0010935131890535447 0.0018078712661195487 0.0019560348760689428 0.002568577289323669 0.0022579235905607654 0.00089182720556967216 0.0015675153053307301
leaf_weight=88 65 52 57 99 59 63 67 100 57 65 650 99 52 58 61 60 54 66 53 91 772 95 53
leaf_count=88 65 52 57 99 59 63 67 100 57 65 650 99 52 58 61 60 54 66 53 91 772 95 53
internal_value=0 0.00208902 0.00169117 0.00132764 0.00163732 0.00219163 0.000908514 0.000770927 0.00200049 0.00215965 0.00217731 0.00256882 0.00204965 0.00208305 0.0023342 0.00177 0.00156802 0.00213564 0.00229165 0.00231078 0.00228271 0.00103818 0.0017435
internal_weight=0 2609 535 246 147 2074 327 262 289 1912 1860 162 879 827 118 171 111 716 981 928 837 162 111
internal_count=2936 2609 535 246 147 2074 327 262 289 1912 1860 162 879 827 118 171 111 716 981 928 837 162 111
is_linear=0
shrinkage=0.0032998


Tree=3468
num_leaves=31
num_cat=0
split_feature=1 12 12 1 1 2 13 2 475 1 0 16 1 12 12 12 43 160 402 52 2 52 2 16 43 12 2 0 16 2
split_gain=94.1544 16.0448 14.7973 9.05697 8.73228 7.79021 4.37133 2.49243 2.0628 1.97848 3.19798 2.82491 1.92108 1.60694 1.45104 1.09183 1.04826 1.07286 1.01299 0.885212 0.874888 0.641242 0.632303 0.570205 0.502696 0.48071 0.423286 0.295237 0.293501 0.139512
threshold=0.10910500000000002 0.088325000000000015 -0.0066799999999999993 0.12988000000000002 0.09258000000000001 0.097005000000000022 -1.0000000180025095e-35 0.12068000000000001 -0.077694999999999986 0.085780000000000009 -0.14755499999999996 -0.11158 0.14602500000000004 0.087495000000000003 0.087765000000000024 0.098785000000000012 -0.079614999999999977 -0.016244999999999996 0.082470000000000016 0.091160000000000005 0.086115000000000011 0.0062600000000000008 0.087815000000000018 -0.074254999999999988 0.05259500000000001 0.097145000000000023 0.12068000000000001 -0.07718499999999999 -0.073309999999999986 0.10406500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 15 -1 9 12 8 -7 10 -4 -11 21 -10 18 -3 17 -16 19 -12 24 26 -18 -8 27 29 -2 -13 -27 -15
right_child=1 3 5 -5 -6 7 23 -9 13 11 14 20 -14 25 16 -17 22 -19 -20 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0018087648031810677 5.76074008004749e-05 0.0021903987859515626 0.0029520104685980533 0.00022236011881037292 0.00037856554150212957 0.002399043196055026 0.00041863697767750992 0.0011644598402997556 0.0013320111720139993 0.0013343177349890555 0.0023506093223439571 0.0023039651625987806 -0.00066539953417996513 0.0018806484331126778 0.0015035798440051326 0.0015493252072489787 0.0024642843920035717 0.0020735679196052107 0.0026574365711063501 0.0019792194908027482 0.0017426439484556815 0.00033193622186955979 0.0021308521884900386 0.00087530542425525348 0.0018863790691639592 0.0019529335560667716 -0.00031248354601355377 0.0020787234320481392 0.0016516949792837012 0.0021081806417225933
leaf_weight=100 89 58 75 53 87 63 59 68 79 55 461 227 54 55 52 59 88 121 100 84 56 57 226 61 53 53 54 94 118 77
leaf_count=100 89 58 75 53 87 63 59 68 79 55 461 227 54 55 52 59 88 121 100 84 56 57 226 61 53 53 54 94 118 77
internal_value=0 0.000514181 0.00203519 0.00135476 0.00114357 0.00211079 0.000132006 0.00175426 0.00184431 0.00221887 0.00229063 0.0020402 -0.000113083 0.00175272 0.00224678 0.00186742 0.00211011 0.00190245 0.00234992 0.00229343 0.0021304 3.58666e-05 0.00222441 0.00065107 0.00218837 0.0018623 -8.19009e-05 0.00223812 0.00174527 0.00201364
internal_weight=0 544 2392 170 187 2205 374 513 445 1692 1207 485 254 382 1132 117 487 173 645 545 430 200 314 120 374 303 143 321 171 132
internal_count=2936 544 2392 170 187 2205 374 513 445 1692 1207 485 254 382 1132 117 487 173 645 545 430 200 314 120 374 303 143 321 171 132
is_linear=0
shrinkage=0.0032998


Tree=3469
num_leaves=29
num_cat=0
split_feature=4 12 2 2 2 11 4 15 39 159 12 11 4 4 2 43 4 1212 49 15 157 484 43 42 11 4 12 15
split_gain=57.6026 20.6586 9.60052 6.4931 5.8627 3.74026 3.42005 2.54755 2.35709 2.24633 2.24212 2.02324 1.96593 1.7702 1.41832 2.81338 1.38795 1.12562 1.06176 0.832672 0.750546 0.664731 0.560869 0.515311 0.539306 0.426417 0.279821 0.0325913
threshold=0.31392000000000003 0.056995000000000011 0.10859000000000001 -0.0098549999999999974 0.12336000000000001 0.078065000000000009 -0.047714999999999987 -0.099614999999999981 0.098100000000000007 0.082420000000000007 0.09253500000000002 1.0000000180025095e-35 0.053925000000000008 0.51395000000000002 0.08895500000000002 -0.00088499999999999983 0.00093000000000000016 0.090175000000000019 -0.070754999999999985 -0.41956999999999994 -0.059399999999999988 -0.0081849999999999978 -0.088349999999999998 -0.079234999999999986 0.082245000000000013 -0.50139499999999992 0.098355000000000012 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 8 25 -8 13 16 11 14 20 19 17 21 -4 22 -9 -2 -12 -16 -3 27 -25 -5 -14 -22
right_child=5 4 9 6 -6 -7 7 18 -10 -11 12 -13 26 -15 15 -17 -18 -19 -20 -21 23 -23 -24 24 -26 -27 -28 -29
leaf_value=0.0010443619580975162 0.0013446753964129429 0.0023842433027353414 0.0016574176805656917 0.0024191074090632492 0.001420203041805712 0.0015551044688310066 0.0023404198575241479 0.001918677822484022 5.2067451291378373e-05 0.00043776573622272537 0.0020148519671319841 0.0030212653228741827 0.0020505948133703205 0.00040285585811672956 0.0027111275657670589 0.0016168188864758297 0.00090653730356801243 0.0021865440603863924 0.0012720939626373511 0.0008021911092020691 0.0026661515657715952 0.0023222443798859892 0.0026188326963673021 0.0022991017499790736 0.0026596776777227235 0.0028402250177062935 0.0017194669119001943 0.0025267609907610625
leaf_weight=69 53 137 52 53 65 56 84 53 62 53 64 80 58 81 69 57 56 89 59 75 58 169 689 375 53 56 58 53
leaf_count=69 53 137 52 53 65 56 84 53 62 53 64 80 58 81 69 57 56 89 59 75 58 169 689 375 53 56 58 53
internal_value=0 0.0022477 0.00166935 0.00195947 0.00239687 0.000778344 0.00216638 0.00190515 0.000617702 0.000995179 0.00242845 0.00251102 0.00228026 0.00078533 0.00247726 0.00227714 0.0012684 0.00254174 0.00157838 0.00102709 0.00235617 0.00243514 0.00257997 0.00239664 0.00234383 0.00263578 0.00188533 0.00259991
internal_weight=0 2609 535 374 2074 327 305 196 271 161 2009 1290 719 209 1210 295 108 915 112 128 603 238 826 539 428 109 116 111
internal_count=2936 2609 535 374 2074 327 305 196 271 161 2009 1290 719 209 1210 295 108 915 112 128 603 238 826 539 428 109 116 111
is_linear=0
shrinkage=0.0032998


Tree=3470
num_leaves=27
num_cat=0
split_feature=1 2 14 2 0 47 2 2 12 457 1 12 13 12 133 1 2 51 51 42 483 12 133 2 0 39
split_gain=65.9512 13.9615 6.51484 7.03821 6.11525 5.22703 4.2906 3.12927 2.69098 1.87815 1.75321 1.67139 1.48409 1.03656 1.14642 1.02129 0.85012 0.814658 0.875849 0.691598 0.680244 0.522703 0.508492 0.462723 0.499211 0.274682
threshold=0.11829500000000003 0.099845000000000003 0.073890000000000011 -0.098699999999999982 -0.12851999999999997 0.08593000000000002 0.13501500000000002 0.14019000000000004 0.083400000000000016 0.041935000000000007 0.13074500000000003 0.087695000000000009 -0.004409999999999999 0.085465000000000013 0.11440000000000002 0.095920000000000019 0.092155000000000015 -0.041139999999999989 0.080840000000000009 0.085495000000000015 0.089355000000000004 0.094195000000000015 0.09117500000000002 0.10697500000000001 -0.06537999999999998 0.088850000000000026
decision_type=2 2 2 2 2 2 2 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 7 13 10 15 12 -2 20 -3 -6 23 17 19 -5 -19 -13 22 -18 -10 -15 -25 -12
right_child=5 4 -4 8 6 -7 -8 -9 11 -11 25 16 -14 14 -16 -17 21 18 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=0.001181375866202033 0.0012105473005025859 0.0011063364749680363 0.0032496470129654022 0.0018492696511529516 0.0018210836817620277 0.001397530921094981 0.0012052073291381926 5.3487168144077042e-05 0.0026341166826649551 0.00074040109753746954 0.0006931473832560652 0.0025044425788182077 0.0018935488216492628 0.0025042083832882275 0.0017699865094168727 0.0016676143411174776 0.0019712833930724486 0.002463712732785197 0.0019501863480230919 0.0022967825117823411 0.0021963533612317696 0.0022955126986374994 0.0023222501963146096 0.0019983120131341469 0.0023680570519383701 0.00035512484200564697
leaf_weight=56 66 52 89 63 94 101 64 100 481 53 53 336 53 90 52 55 95 111 55 381 52 134 67 73 93 53
leaf_count=56 66 52 89 63 94 101 64 100 481 53 53 336 53 90 52 55 95 111 55 381 52 134 67 73 93 53
internal_value=0 0.0022402 0.0023762 0.00233497 0.0018097 0.000756286 0.00200003 0.000518048 0.00237025 0.0012481 0.000787936 0.00242462 0.00150403 0.00212648 0.00221958 0.00207416 0.00233778 0.00217165 0.00229378 0.00239415 0.00256147 0.00216116 0.00259605 0.00231076 0.00220567 0.000524468
internal_weight=0 2599 1975 1886 624 373 466 272 1830 158 172 1546 105 402 308 284 946 229 166 717 600 229 548 256 166 106
internal_count=2972 2599 1975 1886 624 373 466 272 1830 158 172 1546 105 402 308 284 946 229 166 717 600 229 548 256 166 106
is_linear=0
shrinkage=0.0032998


Tree=3471
num_leaves=27
num_cat=0
split_feature=4 2 14 34 14 48 1429 151 4 4 3 2 52 4 15 52 15 15 51 48 13 3 2 3 4 4
split_gain=2.34656 0.974904 0.85888 0.848659 1.01102 0.754091 0.7346 0.800291 0.631884 0.626279 0.606084 0.700509 0.575239 0.563369 0.536126 0.454592 0.422049 0.413923 0.407256 0.373721 0.348956 0.269444 0.253077 0.186019 0.175862 0.102475
threshold=0.31392000000000003 0.10633000000000002 0.073890000000000011 -0.023104999999999997 -1.0000000180025095e-35 0.082425000000000012 0.085435000000000011 -0.029339999999999995 -0.011209999999999999 0.50779500000000011 -0.031895 0.11657500000000001 -0.015539999999999998 -0.17568999999999999 -0.016999999999999998 0.088785000000000017 -0.014099999999999998 -0.086819999999999994 0.08845500000000002 0.093225000000000016 -0.059629999999999996 -0.08916499999999998 0.088615000000000013 -0.00083499999999999991 0.0040650000000000009 -0.015539999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 -5 6 7 12 19 23 11 21 25 -9 17 -15 -8 -12 22 -7 -13 -3 -10 -6 -24 -1
right_child=3 10 -4 4 9 8 16 13 18 -11 14 20 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 -26 -27
leaf_value=0.023924801509020519 -0.012223056333914595 0.0026995665057569299 0.03888595683833905 0.026228347111671504 -0.009502966476832235 0.015578277478643059 0.020609690850425039 0.036679095016762663 0.031491961852919088 0.017311876614913832 0.0038432363917486828 0.038975003650684382 0.050021788169649216 0.024540435088591519 -0.0042987433992493695 0.017825650725898701 -0.00059962876155025488 0.025124310728469431 0.0082501623545985069 -0.0030959190218287666 0.021043534816210976 0.017468519025635416 0.011795872931892593 0.0034770494813205293 0.02572995677424135 0.033604217999217936
leaf_weight=60 57 60 93 80 65 56 54 85 79 63 52 53 53 955 73 411 52 52 60 66 75 85 52 60 52 69
leaf_count=60 57 60 93 80 65 56 54 85 79 63 52 53 53 955 73 411 52 52 60 66 75 85 52 60 52 69
internal_value=0 0.0215701 0.0230332 0.00640964 0.0103793 0.0223316 0.0237931 0.0246751 0.0153635 0.00362542 0.0144232 0.0193997 0.0352139 0.023352 0.00673731 0.0225214 0.0101882 0.014501 0.0203276 0.00546112 0.0284823 0.0113696 0.0242776 -0.00325819 0.0187802 0.0291161
internal_weight=0 2647 2197 325 268 2104 1739 1633 365 188 450 273 182 1451 177 1366 106 104 243 122 128 145 183 125 104 129
internal_count=2972 2647 2197 325 268 2104 1739 1633 365 188 450 273 182 1451 177 1366 106 104 243 122 128 145 183 125 104 129
is_linear=0
shrinkage=0.16829


Tree=3472
num_leaves=17
num_cat=0
split_feature=4 457 0 0 16 0 2 43 43 4 3 1456 4 16 52 1
split_gain=1.6233 0.802612 1.18569 0.611698 0.854063 0.867617 0.637507 0.534016 0.674844 1.93939 0.859575 0.452018 0.402888 0.954711 0.608614 0.347712
threshold=0.31392000000000003 0.13951000000000002 -0.16926499999999997 -0.11073999999999999 -0.11227499999999999 -0.14606999999999998 0.15205000000000002 0.0066850000000000008 -0.051834999999999992 0.42642000000000008 -0.010434999999999998 -0.16480999999999998 0.053925000000000008 -0.116045 -0.072144999999999987 0.078705000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 15 -6 11 8 10 -10 -2 -5 13 -13 -14 -4
right_child=7 -3 3 6 5 -7 -8 -9 9 -11 -12 12 14 -15 -16 -17
leaf_value=0.037244480480975665 0.011444968974459374 -0.0027295784077557305 0.026404083304317715 0.0050516558360860775 0.013527027327563779 -0.013883791444330724 0.00047978240135593486 -0.010284105104265827 -0.0038874215137741572 0.034513827021375287 -0.016812764213175312 0.039033239369368276 0.025731735789126749 0.019504359422622367 0.0072690000104643788 0.0089085170668421493
leaf_weight=91 70 52 81 64 68 63 54 52 72 77 54 74 73 1807 166 54
leaf_count=91 70 52 81 64 68 63 54 52 72 77 54 74 73 1807 166 54
internal_value=0 0.0179418 0.0183567 0.0176696 0.0100254 0.000331011 0.0185773 0.00533096 0.00831184 0.0159455 -0.00084633 0.019024 0.019445 0.0202736 0.0129158 0.0194192
internal_weight=0 2647 2595 2504 266 131 2238 325 273 149 124 2184 2120 1881 239 135
internal_count=2972 2647 2595 2504 266 131 2238 325 273 149 124 2184 2120 1881 239 135
is_linear=0
shrinkage=0.16829


Tree=3473
num_leaves=18
num_cat=0
split_feature=3 30 2 49 1 2 0 0 1 474 15 0 49 2 3 42 151
split_gain=0.97761 0.779455 0.676866 0.781733 0.590689 0.862375 0.85339 0.829129 0.684192 0.582577 0.52805 1.61017 0.763473 0.644887 0.515385 0.483757 0.456396
threshold=0.3148450000000001 0.086220000000000019 0.10633000000000002 -0.076494999999999994 0.11039500000000001 -0.087809999999999985 0.10923000000000001 -0.071299999999999988 0.083065000000000014 0.089265000000000011 -0.047859999999999993 -0.06537999999999998 0.11223500000000002 0.11585500000000001 -0.013714999999999998 0.09087000000000002 0.011180000000000001
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 16 -9 10 12 -12 14 -13 -5 -6 -7
right_child=-2 -3 3 9 15 6 -8 8 -10 -11 11 13 -14 -15 -16 -17 -18
leaf_value=-0.0060275532360873699 -0.0029140238021971919 -0.0035831152148810413 0.027380018849354877 -0.0029596498524700207 0.034686750981537062 0.01698683355217941 0.036792173739344972 -0.0065254188878150991 0.014197997335236114 0.02358666646072034 -0.025579424023252806 0.021766100913094211 0.022107859563489318 -0.0022576423514589598 0.01551311467223305 0.015875186811858278 0.0034560630218832414
leaf_weight=52 96 67 63 118 85 1706 54 85 96 57 55 59 98 68 67 72 74
leaf_count=52 96 67 63 118 85 1706 54 85 96 57 55 59 98 68 67 72 74
internal_value=0 0.0143343 0.0147623 0.00966103 0.0161033 0.0153453 0.0158978 0.0153215 0.00445608 0.00751909 0.00554565 -0.00151752 0.0100944 0.00888885 0.00372078 0.0260712 0.0164253
internal_weight=0 2876 2809 585 2224 2067 2015 1961 181 522 465 182 283 127 185 157 1780
internal_count=2972 2876 2809 585 2224 2067 2015 1961 181 522 465 182 283 127 185 157 1780
is_linear=0
shrinkage=0.16829


Tree=3474
num_leaves=17
num_cat=0
split_feature=2 149 2 50 2 1213 43 3 1212 48 2 49 1 3 3 13
split_gain=0.759746 0.918524 0.720713 0.563803 0.533756 0.823536 0.506881 0.772736 0.664264 0.518257 0.496022 0.475671 0.49018 0.461992 0.266993 0.154922
threshold=0.14132000000000003 0.079475000000000004 -0.10238999999999998 0.13024000000000005 0.092155000000000015 0.023610000000000003 -0.036849999999999994 -0.014924999999999999 0.083290000000000017 0.091690000000000008 0.085155000000000022 -0.073139999999999983 0.086215000000000014 -0.085824999999999985 -0.026279999999999998 -0.081124999999999989
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 11 7 9 10 -4 -8 -6 -13 -10 -2 -16
right_child=14 -3 3 -5 5 -7 8 -9 13 -11 -12 12 -14 -15 15 -17
leaf_value=-0.0026687598820275384 0.0098264879623853035 0.031600339089567067 0.013279046973543195 0.025268378675800007 0.021273545109336774 -0.01211167811556879 0.023123144959637104 -0.007131806161691288 -0.0042002441693104039 -0.0039393466250861328 0.013518246698147055 0.011760672027873944 0.0030977966944263427 0.013946821289109065 0.0015339328546949888 -0.011042955526886672
leaf_weight=96 57 67 719 90 90 52 364 64 63 53 264 468 307 107 59 52
leaf_count=96 57 67 719 90 90 52 364 64 63 53 264 468 307 107 59 52
internal_value=0 0.012117 0.0116394 0.0121602 0.011697 0.00844234 0.0135225 0.0106206 0.0165603 0.0120946 0.0190883 0.00968004 0.00833137 0.00721116 0.000454632 -0.00434176
internal_weight=0 2804 2737 2641 2551 917 1634 836 798 772 628 865 775 170 168 111
internal_count=2972 2804 2737 2641 2551 917 1634 836 798 772 628 865 775 170 168 111
is_linear=0
shrinkage=0.16829


Tree=3475
num_leaves=26
num_cat=0
split_feature=4 12 13 12 51 12 51 13 11 0 0 43 4 0 13 12 0 4 124 13 402 43 4 13 49
split_gain=45.3713 14.4992 5.52156 2.94256 2.61744 2.2012 1.82523 1.74344 1.49504 1.62517 1.87161 1.08235 0.991916 0.894648 0.836877 0.743632 0.743451 0.72022 0.567085 0.532766 0.525223 0.471928 0.424222 0.351834 0.226847
threshold=0.31392000000000003 1.0000000180025095e-35 -0.00027999999999999998 0.11755500000000001 0.093530000000000016 -0.038859999999999992 -0.09522499999999999 -0.014114999999999997 1.0000000180025095e-35 -0.071299999999999988 -0.098429999999999976 -1.0000000180025095e-35 0.42118000000000005 -0.06612999999999998 0.032645000000000007 0.096385000000000012 -0.087284999999999988 0.11321500000000001 -0.053299999999999993 -0.049204999999999992 -0.087879999999999986 -0.083209999999999992 -0.057674999999999997 -0.090744999999999978 0.099620000000000014
decision_type=2 2 2 2 2 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 7 18 -4 23 9 10 17 -8 -7 -5 -10 21 -13 -3 -2 -17 -11 -12 -22 -1 -24
right_child=5 3 6 13 -6 12 11 -9 14 20 15 16 -14 -15 -16 19 -18 -19 -20 -21 22 -23 24 -25 -26
leaf_value=0.0013746822834728473 0.00058560779217876001 0.0014958468349306551 0.002235857044480951 0.0018860319360433945 0.00049750717858788136 0.00119823881436151 0.0012482507281990657 0.00091644364764575806 0.0027153805445109618 0.0015829318937519625 0.0023188994379855252 0.0016222359690484095 0.00068353312065438563 0.0012870747768495383 0.0022289840229590325 0.0017555882916006731 0.0021133056554517278 0.0019839295239064483 0.00017554459563884673 0.00211807017225136 0.0021536681062127214 0.0021722119678424141 0.0017463060219315256 0.0017269810701408892 0.0020229414375625833
leaf_weight=63 67 58 80 53 54 74 55 75 69 56 347 99 92 57 91 68 52 79 82 135 73 846 98 64 52
leaf_count=63 67 58 80 53 54 74 55 75 69 56 347 99 92 57 91 68 52 79 82 135 73 846 98 64 52
internal_value=0 0.00197727 0.0014963 0.00210246 0.00114389 0.000651717 0.00181161 0.00131651 0.00213181 0.00210467 0.00214699 0.00164669 0.000913192 0.00157598 0.00243896 0.00218322 0.00179158 0.00177755 0.000360172 0.00199682 0.00187204 0.00221491 0.00194448 0.0015525 0.00184244
internal_weight=0 2624 542 2082 256 315 286 202 1972 1812 1533 206 166 110 160 1396 151 137 149 203 279 1193 223 127 150
internal_count=2939 2624 542 2082 256 315 286 202 1972 1812 1533 206 166 110 160 1396 151 137 149 203 279 1193 223 127 150
is_linear=0
shrinkage=0.0032998


Tree=3476
num_leaves=23
num_cat=0
split_feature=1 2 39 4 3 1 2 2 15 14 155 1 0 1212 150 39 1 130 0 4 43 43
split_gain=50.6668 8.5306 6.66771 5.53669 4.94811 4.04967 2.84651 2.65737 1.8988 1.2188 1.14932 2.09722 1.10089 0.898912 0.891793 0.790612 0.556516 0.534997 0.523036 0.464554 0.387509 0.689305
threshold=0.11156000000000001 0.17553000000000005 0.0047850000000000011 0.31392000000000003 -0.044539999999999989 0.086215000000000014 0.092155000000000015 0.11543500000000002 -0.077474999999999988 0.073890000000000011 0.083500000000000005 0.088340000000000016 -0.11167499999999998 0.083290000000000017 0.083855000000000013 0.088485000000000008 0.100925 0.10284500000000001 -0.10228499999999999 0.00023500000000000005 -0.016434999999999995 -0.007069999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 7 -4 9 -2 15 13 11 12 -8 18 -7 -6 -12 -14 -1 -20 -15 -22
right_child=1 -3 5 -5 8 14 10 -9 -10 -11 16 -13 17 20 -16 -17 -18 -19 19 -21 21 -23
leaf_value=0.002020145446245254 0.0018751378183258253 -0.0002442891229423017 0.0020641055369085789 0.0011038801408532004 0.00082723382073511867 0.00075785415171352604 0.0024656179939546406 0.00096714424712339799 0.0012400656000643526 0.0027072264285032859 0.0020824093312701345 0.0014525015132020366 0.0019970061154782584 0.001825212310123867 0.001359974461592216 0.00039755739780480623 0.0025228599550388042 0.0016439766935690988 0.0023025831613398989 0.0020862244968018057 0.0023990137686582592 0.001945057674752508
leaf_weight=96 98 61 75 56 99 53 52 55 77 59 75 87 420 72 55 89 56 54 968 126 61 95
leaf_count=96 98 61 75 56 99 53 52 55 77 59 75 87 420 72 55 89 56 54 968 126 61 95
internal_value=0 0.000907984 0.00208117 0.00212991 0.00107622 0.00147455 0.00215576 0.00154897 0.000803148 0.00223979 0.00198889 0.00192855 0.00200722 0.00222032 0.00106482 0.000624011 0.00227096 0.00195686 0.00225695 0.0022777 0.00202897 0.00212279
internal_weight=0 479 2460 2277 418 183 2221 153 265 1477 744 613 526 1418 108 188 131 474 1190 1094 228 156
internal_count=2939 479 2460 2277 418 183 2221 153 265 1477 744 613 526 1418 108 188 131 474 1190 1094 228 156
is_linear=0
shrinkage=0.0032998


Tree=3477
num_leaves=14
num_cat=0
split_feature=2 2 1 130 49 15 52 157 52 0 16 2 15
split_gain=2.12603 0.562221 0.62467 0.579824 0.701647 1.0077 0.611337 0.593641 0.621546 0.547913 0.49726 0.384723 0.268005
threshold=0.25063000000000007 0.13388500000000003 0.13612500000000002 0.11902500000000002 -0.020454999999999997 -0.094389999999999988 -0.085924999999999987 -0.28320499999999993 0.51578500000000005 -0.073104999999999989 -0.010504999999999999 -0.085784999999999986 -0.097454999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -6 11 -3 -8 -9 -11
right_child=-2 9 -4 -5 7 6 10 8 -10 12 -12 -13 -14
leaf_value=-0.016109681606576123 -0.021826514064790973 -0.0094942387650206166 0.029607005447276864 -0.0049989088411015606 -0.0023978742294382938 0.021168039413565501 0.0098436939294375917 0.027418090437502065 0.029531012811111278 0.0016166260322926136 -0.0073380165576294428 0.013123393208613091 0.018502014049475924
leaf_weight=52 54 66 59 55 64 87 154 55 71 54 69 2046 53
leaf_count=52 54 66 59 55 64 87 154 55 71 54 69 2046 53
internal_value=0 0.0118655 0.012459 0.012077 0.0124392 0.00555725 0.0091975 0.0135525 0.0140234 0.00255078 0.00451932 0.0134985 0.00999721
internal_weight=0 2885 2712 2653 2598 362 310 2236 2172 173 223 2101 107
internal_count=2939 2885 2712 2653 2598 362 310 2236 2172 173 223 2101 107
is_linear=0
shrinkage=0.16829


Tree=3478
num_leaves=13
num_cat=0
split_feature=9 43 41 41 4 148 48 1 157 1185 51 16
split_gain=0.890173 0.534373 0.590167 0.828351 0.792944 0.724096 1.3049 0.56287 0.870018 0.568796 0.562072 0.222754
threshold=-0.08577499999999999 -0.50775499999999985 0.077300000000000021 0.10138000000000001 -0.37626499999999991 -0.075489999999999988 -0.024949999999999996 0.080125000000000016 -0.080799999999999983 0.082505000000000009 -0.12676999999999997 0.20277000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 10 -6 -7 9 -9 -8 -3 -12
right_child=1 2 3 -5 5 6 7 8 -10 -11 11 -13
leaf_value=-0.011458063137245443 -0.0064937735933084956 0.0051129800832927326 0.030110417187157033 0.0038642991322214446 0.022534262512214544 -0.01451631933794615 0.010230222291306332 -0.013301489396657351 0.007011853010196069 0.026747658070096186 0.034290065427329021 0.020296691687928428
leaf_weight=57 56 53 93 54 103 70 1306 64 881 62 52 88
leaf_count=57 56 53 93 54 103 70 1306 64 881 62 52 88
internal_value=0 0.00976562 0.0100885 0.0204812 0.00951752 0.00870952 0.00811122 0.00879679 0.00563423 0.0109801 0.0199159 0.0255071
internal_weight=0 2882 2826 147 2679 2486 2383 2313 945 1368 193 140
internal_count=2939 2882 2826 147 2679 2486 2383 2313 945 1368 193 140
is_linear=0
shrinkage=0.16829


Tree=3479
num_leaves=34
num_cat=0
split_feature=2 3 156 2 15 2 3 2 15 475 15 3 15 50 50 3 2 156 133 3 15 2 48 15 150 51 133 15 51 2 51 133 131
split_gain=32.754 11.6324 5.53273 4.10418 3.94674 3.24374 2.59776 2.16776 2.07167 1.57471 1.48047 1.22125 1.1265 1.08174 1.2491 1.04629 0.982257 0.885923 0.908005 1.02989 0.843583 0.670845 0.628168 0.612984 0.556441 0.425032 0.418203 0.299653 0.294084 0.291286 0.22711 0.128251 0.0901044
threshold=0.13388500000000003 -0.046079999999999989 0.089540000000000022 0.25063000000000007 -0.38214499999999996 0.11231500000000001 -0.010059999999999998 0.097005000000000022 -0.0039399999999999991 -0.071639999999999995 -0.097454999999999986 -0.097199999999999995 -0.040769999999999994 0.067370000000000013 0.10861000000000003 -0.22004999999999997 0.072175000000000017 0.087205000000000019 0.11192500000000001 -0.082294999999999993 0.084270000000000012 0.088905000000000026 0.08035500000000001 -0.032144999999999993 0.08486500000000001 -0.015619999999999997 0.097995000000000013 -0.10192499999999999 0.0033150000000000007 0.11125500000000001 -0.047864999999999991 0.13370500000000005 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 2 2 2 2 2 2 2
left_child=1 7 4 10 -3 6 22 13 24 -9 -2 15 26 16 20 -11 23 18 19 -18 -15 -20 -6 27 -8 -16 29 -1 -27 -13 -29 -22 -25
right_child=3 2 -4 -5 5 -7 8 9 -10 11 -12 12 -14 14 25 -17 17 -19 21 -21 31 -23 -24 32 -26 28 -28 30 -30 -31 -32 -33 -34
leaf_value=0.0019500940667454138 0.00060203863650144351 0.00067286116273203864 0.0022951380035163269 -0.00017801250643705732 0.0014599130705893898 0.00091554842417684596 0.0017692024689004143 0.0023059033678896044 0.0022629072607339529 0.0018311271769573807 0.0012212895386526474 0.0016781354843542773 0.0021771459351096695 0.0026509395839715874 0.0022883653300081893 0.0012084621261077891 0.0022648079078584214 0.001795422176257003 0.0016002168253533744 0.0019916232204787374 0.0021653117458853592 0.0020791589830820817 0.00097937852310793711 0.0021330630536898717 0.001369832198416154 0.001786440257495111 0.0014952626502184778 0.0018055506830821099 0.0020990592024047721 0.0020220080027133751 0.0015034185268484237 0.002373796578945488 0.0019394087881846008
leaf_weight=53 100 72 86 54 66 83 103 66 82 52 73 59 91 89 53 69 476 98 56 224 96 77 55 71 62 72 60 53 65 53 61 57 52
leaf_count=53 100 72 86 54 66 83 103 66 82 52 73 59 91 89 53 69 476 98 56 224 96 77 55 71 62 72 60 53 65 53 61 57 52
internal_value=0 0.00192071 0.00151889 0.000615618 0.00139117 0.00150577 0.0016388 0.00203705 0.00183314 0.00183337 0.000863545 0.00175206 0.00187878 0.00209248 0.00223526 0.00147634 0.00204193 0.00209449 0.00212963 0.00217744 0.00239331 0.00187776 0.00124178 0.00187309 0.00161935 0.00203377 0.00172071 0.00174149 0.00193502 0.00184118 0.00164419 0.00224321 0.00205148
internal_weight=0 2712 609 227 523 451 368 2103 247 450 173 384 263 1653 432 121 1221 931 833 700 242 133 121 290 165 190 172 167 137 112 114 153 123
internal_count=2939 2712 609 227 523 451 368 2103 247 450 173 384 263 1653 432 121 1221 931 833 700 242 133 121 290 165 190 172 167 137 112 114 153 123
is_linear=0
shrinkage=0.0032998


Tree=3480
num_leaves=30
num_cat=0
split_feature=3 3 0 9 16 39 0 3 12 12 3 42 0 3 41 0 16 16 42 1453 52 52 42 130 50 42 42 3 12
split_gain=30.3144 13.2285 4.61264 4.06522 3.38439 3.28904 3.14 3.07931 2.70995 2.29505 1.9614 1.7967 1.54635 1.39995 1.10989 1.3204 0.683547 1.01917 0.864848 0.664585 0.629134 0.42461 0.724124 0.478726 0.33455 0.258613 0.247224 0.189505 0.183348
threshold=-0.046079999999999989 0.28833000000000003 -0.046614999999999997 -1.0000000180025095e-35 0.053305000000000012 0.093225000000000016 -0.038724999999999989 0.09722500000000002 -0.085549999999999973 0.093910000000000007 -0.16270999999999997 0.09112000000000002 -0.10998999999999999 0.12955000000000003 0.07677500000000001 -0.11327499999999999 -0.20132999999999998 0.0060400000000000011 0.093200000000000019 -0.076919999999999988 -0.068039999999999975 0.12411500000000002 0.089975000000000013 0.088930000000000009 0.089390000000000011 0.093765000000000015 0.097140000000000018 -0.070619999999999988 0.10156000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 -2 -4 6 7 8 -5 14 -6 -7 -3 -9 15 -1 -11 24 -19 -17 -10 23 -23 -21 27 -26 -20 28 -18
right_child=1 12 4 5 10 11 -8 13 20 16 -12 -13 -14 -15 -16 19 17 18 26 21 -22 22 -24 -25 25 -27 -28 -29 -30
leaf_value=0.0015259867311422203 0.00065715809430565879 0.00054293251167806969 0.0009734948816015191 0.0012003157905262631 0.002150207991808162 0.0013712128406172235 0.0020896878596101095 0.00077338615383132695 0.0016485046803308354 0.0014412426059497027 0.00139726433912212 0.00053010562259992312 -0.00018435657672628551 0.0014576320235611608 0.0024489840173849975 0.0023977872514313239 0.0020048181106171281 0.0013383795924717203 0.0019693214978825932 0.0020826275675430339 0.0020955026507226446 0.0020501636451959911 0.001562801815287067 0.0018236598953204374 0.0019782178727035553 0.0016492246332955956 0.0016651059335145604 0.0018607658536241576 0.0022488264133814994
leaf_weight=54 78 69 86 87 80 55 103 83 55 52 72 56 59 54 75 60 95 65 59 978 96 90 54 87 52 57 63 53 58
leaf_count=54 78 69 86 87 80 55 103 83 55 52 72 56 59 54 75 60 95 65 59 978 96 90 54 87 52 57 63 53 58
internal_value=0 0.00117941 0.00193183 0.00136589 0.00149752 0.00145968 0.00157862 0.00143815 0.00166527 0.00198477 0.00179378 0.000947188 0.000207422 0.00104335 0.00205617 0.00203388 0.00180451 0.00184206 0.0016479 0.00205546 0.00193292 0.00203844 0.00186765 0.00206151 0.00195722 0.0018065 0.00181252 0.0020368 0.00209755
internal_weight=0 795 2190 667 238 589 478 375 238 1952 152 111 128 137 1398 1323 554 502 187 1269 151 1209 144 1065 315 109 122 206 153
internal_count=2985 795 2190 667 238 589 478 375 238 1952 152 111 128 137 1398 1323 554 502 187 1269 151 1209 144 1065 315 109 122 206 153
is_linear=0
shrinkage=0.0032998


Tree=3481
num_leaves=26
num_cat=0
split_feature=4 2 3 39 3 16 3 2 3 16 0 0 2 15 48 0 2 0 4 475 15 3 158 4 0
split_gain=30.5703 13.0355 6.41391 3.12474 2.87771 1.67509 1.64705 1.67787 1.51277 1.8834 1.23141 1.0589 1.04609 1.03583 1.1019 0.945768 0.945032 0.906985 0.777588 0.743592 0.988232 0.591063 0.566303 0.293177 0.0588711
threshold=0.31392000000000003 0.10859000000000001 -0.049204999999999992 0.0039300000000000003 0.35004500000000011 -0.08267999999999999 0.10402500000000002 0.092320000000000013 -0.14954999999999999 -0.42170999999999997 -0.077574999999999991 -0.075914999999999996 -1.0000000180025095e-35 -0.10328999999999998 0.083540000000000017 -0.10726999999999999 0.123795 -0.14867499999999997 -0.111135 -0.008964999999999999 0.039965000000000007 0.084670000000000009 0.077000000000000013 0.036605000000000006 -0.050704999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 16 6 8 -4 7 10 -2 15 17 -7 -5 -9 18 -10 23 21 -15 -12 -21 -1 -19 24 -3
right_child=4 2 5 12 -6 11 -8 13 9 -11 19 -13 -14 14 -16 -17 -18 22 -20 20 -22 -23 -24 -25 -26
leaf_value=0.0027362414758147894 0.0015169541100674131 0.0021060964801571137 0.0013692198964344511 0.0012366529003264265 0.0001865837433473826 0.00036545169529210789 0.0015578480275373538 0.00236499055113383 0.0013847575921880392 0.00048875787765402284 0.0022903685618073091 0.0010069198016042587 0.0018065002244115273 0.0022482049674729266 0.0014608270621319858 0.00082248838269368253 0.0014546311832822111 0.0021529448849154 0.0018544375749298221 0.0016030096615369297 0.0020498262703096438 0.002245918787549081 0.0024022847131241159 0.0017183913152533827 0.0019356133319441856
leaf_weight=55 54 56 66 54 54 53 61 52 74 78 61 60 103 72 62 59 67 1100 242 89 141 55 112 53 52
leaf_count=55 54 56 66 54 54 53 61 52 74 78 61 60 103 72 62 59 67 1100 242 89 141 55 112 53 52
internal_value=0 0.00196278 0.0014189 0.00206076 0.000881674 0.000950967 0.00209435 0.00211037 0.00102318 0.000896647 0.00215929 0.000706366 0.00161073 0.00192594 0.00186512 0.00113559 0.00178611 0.00220228 0.00194484 0.00196384 0.00187708 0.0024914 0.00217602 0.00192384 0.00202434
internal_weight=0 2666 407 2259 319 179 2102 2041 265 211 1613 113 157 428 376 133 228 1322 314 291 230 110 1212 161 108
internal_count=2985 2666 407 2259 319 179 2102 2041 265 211 1613 113 157 428 376 133 228 1322 314 291 230 110 1212 161 108
is_linear=0
shrinkage=0.0032998


Tree=3482
num_leaves=22
num_cat=0
split_feature=2 30 2 8 0 2 0 3 2 52 13 0 2 0 2 52 52 52 160 51 13
split_gain=27.2335 14.2584 7.27408 5.22774 3.87443 3.43138 2.72208 1.80938 1.55012 1.11165 0.999116 1.44232 0.814093 0.791263 0.76823 0.614453 0.582232 0.667885 0.895254 0.873962 0.449837
threshold=0.11366500000000002 0.086220000000000019 0.153865 0.084325000000000011 -0.095724999999999991 0.092320000000000013 -0.14534499999999997 0.095880000000000007 0.10449000000000001 -0.41694999999999993 -0.11760499999999999 -0.011064999999999998 0.25063000000000007 -0.042499999999999989 0.12860500000000002 0.01787 -0.55026999999999993 0.023800000000000005 -0.35906499999999991 0.024640000000000006 0.0040450000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 14 7 8 10 -7 -6 -1 20 -4 15 -2 -11 -8 19 -19 -18 -12
right_child=2 -3 12 -5 9 6 16 -9 -10 13 11 -13 -14 -15 -16 -17 17 18 -20 -21 -22
leaf_value=0.0026414919910096517 0.0011790298980657761 0.0005363303092340996 0.00073609660142274255 0.0010634985334891443 0.0020674028873276188 0.0018111642061890418 0.0022896344945022504 0.0015735484995552378 0.0010180280471183986 0.0014530266569840829 0.0022271257425061229 0.0016631622147226586 0.00016651462024052974 0.0012197100900321529 0.00069243109765567453 0.0019648489176249491 0.0017379181919158152 0.0017459643060991883 0.0022011538720055164 0.0022169914237261108 0.0020578255745777587
leaf_weight=55 95 67 52 54 60 55 66 52 53 52 1341 56 58 56 57 52 203 65 180 53 203
leaf_count=55 95 67 52 54 60 55 66 52 53 52 1341 56 58 56 57 52 203 65 180 53 203
internal_value=0 0.00203878 0.00118202 0.00208009 0.0014025 0.00210312 0.00190354 0.00218201 0.00142227 0.00168265 0.00220111 0.00218595 0.000436092 0.00153815 0.000996787 0.00170928 0.00199515 0.00195629 0.00208053 0.00183724 0.00220489
internal_weight=0 2503 482 2436 372 2382 675 1707 108 220 1655 1600 110 160 152 104 567 501 245 256 1544
internal_count=2985 2503 482 2436 372 2382 675 1707 108 220 1655 1600 110 160 152 104 567 501 245 256 1544
is_linear=0
shrinkage=0.0032998


Tree=3483
num_leaves=20
num_cat=0
split_feature=3 148 0 1213 475 0 0 4 0 3 0 4 0 1429 42 3 2 3 13
split_gain=1.84602 1.16551 0.915526 0.883514 1.15065 0.67264 1.27359 0.543637 0.79376 0.609229 0.529018 0.525377 0.741673 0.45684 0.424225 0.379156 0.534546 0.277566 0.0991469
threshold=0.28833000000000003 -0.092439999999999981 -0.10998999999999999 -0.066714999999999983 -0.085684999999999997 -0.0033699999999999993 0.048235000000000007 0.31392000000000003 -0.042499999999999989 0.09722500000000002 -0.105195 -0.079524999999999985 -0.085044999999999996 0.082195000000000018 -0.087724999999999984 -0.031895 0.10488500000000002 -0.078254999999999977 -0.076349999999999987
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 11 13 7 -7 8 9 -6 -9 12 -3 -5 -14 16 -8 -13 -12
right_child=2 3 -4 4 5 6 15 10 -10 -11 18 17 14 -15 -16 -17 -18 -19 -20
leaf_value=-0.011305250534648382 0.0061318707380886694 0.042511089043436388 -0.02240696533533711 0.01549581371907899 0.013890982688274024 -0.015168514418584605 -0.0054266035472886462 0.014261950304871228 0.033979849624865749 -0.0016813349740432805 0.001603693287657451 0.0085889021816240776 0.0091467521890844228 0.033807395150279751 0.029461716837907475 0.023524345405075805 0.017314364009098911 0.022079613189000417 -0.0087156197825234271
leaf_weight=52 69 66 59 64 1725 72 57 85 54 74 52 88 54 99 64 52 60 86 53
leaf_count=52 69 66 59 64 1725 72 57 85 54 74 52 88 54 99 64 52 60 86 53
internal_value=0 0.0136402 -0.00700871 0.0141033 0.0129591 0.0119828 0.00356383 0.012975 0.0138545 0.0132494 0.00438805 0.0219192 0.0282 0.0266286 0.0201803 0.0115551 0.00622008 0.0152671 -0.00358799
internal_weight=0 2857 128 2805 2447 2284 241 2043 1853 1799 190 358 184 163 118 169 117 174 105
internal_count=2985 2857 128 2805 2447 2284 241 2043 1853 1799 190 358 184 163 118 169 117 174 105
is_linear=0
shrinkage=0.16829


Tree=3484
num_leaves=26
num_cat=0
split_feature=1 1 11 0 47 4 51 1 47 4 1 0 15 0 11 13 15 42 42 15 51 51 13 42 13
split_gain=51.0736 7.7477 4.97112 3.07402 2.65723 2.50029 2.17518 2.12174 2.02282 1.85861 1.83793 2.94806 1.49362 1.43779 1.52563 1.0451 0.905031 0.849694 0.710564 0.70258 0.70254 0.677289 0.443599 0.421427 0.266446
threshold=0.10398500000000001 0.12500000000000003 0.084110000000000004 -0.11991499999999998 0.11230000000000001 0.046185000000000004 0.10072000000000002 0.14646500000000004 0.078345000000000012 0.40996000000000005 0.090650000000000022 -0.088494999999999976 -0.10981499999999998 0.060910000000000006 1.0000000180025095e-35 -0.014549999999999999 -0.43091499999999999 0.084835000000000008 0.097585000000000019 -0.056634999999999991 -0.17871499999999998 -0.098264999999999977 -0.082419999999999979 0.073240000000000013 -0.0059899999999999997
decision_type=2 2 2 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 9 7 6 10 16 23 -2 13 -12 -7 14 20 -8 -3 19 24 -14 -1 -22 -19 -5 -13
right_child=1 4 -4 8 -6 12 15 -9 -10 -11 11 18 17 -15 -16 -17 -18 22 -20 -21 21 -23 -24 -25 -26
leaf_value=0.0019207959744321542 0.00050554272648367367 0.0010815947591363846 0.0021986264216311228 0.0010124547766753261 0.0013779239358336041 0.0022849412695035262 0.0020717319422771815 6.7442488279249562e-05 0.0019017202350270377 0.0013099703686598105 0.0013007985323779845 0.0021365421972243197 0.0017913152698000577 0.0018063139141027166 0.0027955360256619799 0.0015122475925224267 0.00056145105892017931 0.0021527154312076515 0.001821539374983361 0.0012808699167826678 0.0026181932514361254 0.0022812732431946215 0.0017486206735764576 0.0014193925106589481 0.0023966556229073036
leaf_weight=57 73 60 74 55 52 81 83 69 83 55 54 98 68 66 67 66 94 64 54 53 70 1289 58 58 84
leaf_count=57 73 60 74 55 52 81 83 69 83 55 54 98 68 66 67 66 94 64 54 53 70 1289 58 58 84
internal_value=0 0.00113194 0.00142633 0.00124983 0.000705758 0.00216497 0.00220888 0.000548861 0.00150981 0.00085147 0.00224004 0.00199797 0.0018954 0.00228533 0.00230663 0.00182414 0.000764333 0.00176541 0.00215735 0.00156802 0.00228347 0.00229865 0.00196089 0.00122164 0.00225679
internal_weight=0 673 398 324 275 2312 1988 223 196 128 1839 290 324 1549 1483 149 154 243 236 121 1416 1359 122 113 182
internal_count=2985 673 398 324 275 2312 1988 223 196 128 1839 290 324 1549 1483 149 154 243 236 121 1416 1359 122 113 182
is_linear=0
shrinkage=0.0032998


Tree=3485
num_leaves=26
num_cat=0
split_feature=3 156 157 3 3 2 3 12 13 52 12 15 3 52 483 1212 42 42 42 12 15 15 402 15 52
split_gain=1.53137 1.4897 1.36697 0.874144 0.898352 0.727489 1.12252 0.716438 0.752854 0.715279 1.16289 0.923436 0.770284 0.67497 0.439494 0.418619 0.79503 0.465149 0.992597 0.338272 0.450865 0.391266 0.315925 0.294615 0.0952917
threshold=-0.046079999999999989 0.093425000000000022 -0.078914999999999985 -0.14326499999999995 -0.15624499999999999 0.096540000000000015 -0.088314999999999991 0.081320000000000017 0.095470000000000013 0.064135000000000011 -0.053404999999999987 -0.0039399999999999991 0.11995000000000001 -0.090084999999999985 -0.095084999999999989 0.090175000000000019 0.08919500000000001 0.11807500000000001 0.10458000000000002 0.096535000000000024 0.10189000000000002 -0.069034999999999985 -0.16962499999999997 -0.09053499999999999 0.013340000000000001
decision_type=2 2 2 2 2 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 14 -7 -1 -9 11 -11 12 13 -4 -5 17 -17 18 22 24 21 -21 -16 -15 -8
right_child=1 -3 9 5 -6 6 19 8 -10 10 -12 -13 -14 23 15 16 -18 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.0018031933812107217 -0.02203949356556173 0.027454382488459047 0.017804565592334634 0.029180452926613459 0.039937717007880812 -0.011129419607390579 0.024087641735973536 0.037679590343731896 0.012008900386689584 0.0098193787062082639 -0.021418404992564789 0.023806918720206984 0.018162204306516608 0.001332787300129214 0.029157338860648099 -0.0027690164290689739 0.022244535447145952 0.03184850552294044 -0.0053824255482398334 0.012166570391828804 0.019246477651866576 -0.0070473115450325136 0.016167614597748396 -0.011520312993364746 0.014441640769492552
leaf_weight=53 52 88 55 69 78 72 59 66 64 74 62 100 102 150 56 92 59 53 60 55 63 66 1143 76 60
leaf_count=53 52 88 55 69 78 72 59 66 64 74 62 100 102 150 56 92 59 53 60 55 63 66 1143 76 60
internal_value=0 0.00686308 0.00415991 0.0156513 0.0247951 0.0143989 0.00774591 0.0183311 0.0250555 0.00636373 -0.00440817 0.00940053 0.00563438 0.00108052 0.0160262 0.0154046 0.00699259 0.0163714 0.0157184 0.0122371 0.00769873 0.00167142 0.0167758 -0.00298154 0.0192392
internal_weight=0 759 671 2168 261 1907 375 183 130 619 136 483 383 281 1532 1463 151 1312 1259 303 184 121 1199 226 119
internal_count=2927 759 671 2168 261 1907 375 183 130 619 136 483 383 281 1532 1463 151 1312 1259 303 184 121 1199 226 119
is_linear=0
shrinkage=0.16829


Tree=3486
num_leaves=21
num_cat=0
split_feature=41 12 12 11 13 106 16 157 13 48 49 16 1 13 12 49 49 1455 13 16
split_gain=1.02788 0.913933 0.696419 0.686063 1.20165 0.60742 0.583812 0.804763 0.467562 1.36572 0.808337 0.557357 0.737217 0.435861 0.311743 0.357592 0.431989 0.31901 0.244468 0.00687831
threshold=0.075585000000000013 0.078120000000000009 0.087135000000000004 0.077330000000000024 -0.097709999999999977 0.085275000000000004 0.022165000000000004 -0.004729999999999999 -0.085784999999999986 0.08832000000000001 -0.082494999999999985 -0.055004999999999991 0.11925000000000001 0.095710000000000017 0.083785000000000012 -0.081404999999999991 -0.016249999999999997 1.0000000180025095e-35 -0.085349999999999995 -0.11082499999999999
decision_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 18 4 19 6 8 -8 9 -1 -10 12 -12 -5 -6 -16 -17 -18 -2 -3
right_child=2 3 -4 13 14 -7 7 -9 10 -11 11 -13 -14 -15 15 16 17 -19 -20 -21
leaf_value=0.027311421375878234 0.02403779375627603 -0.0075876355307009482 0.0095846511214040739 0.034956781218389028 0.022657099767340861 -0.012137080651363005 0.02653520068570565 0.0033482767971868867 0.019065689327075426 -0.0064273880665538007 0.0087390046087675779 -0.013157162809003678 -0.013354162393438791 0.013853504355220033 0.00039531696953931731 0.026036404351293681 0.011186693695059894 0.019726400557525014 0.040336165656236982 -0.0046992671174209888
leaf_weight=75 53 52 61 59 81 53 86 84 56 62 143 101 61 53 73 64 1469 136 53 52
leaf_count=75 53 52 61 59 81 53 86 84 56 62 143 101 61 53 73 64 1469 136 53 52
internal_value=0 0.0103467 0.0239526 0.0121684 0.0114225 0.00519245 0.00657009 0.0150887 0.00365852 0.0120296 0.000476682 -0.00293049 0.00212391 0.0249865 0.0124266 0.0119498 0.0124541 0.0119114 0.0322039 -0.00616073
internal_weight=0 2760 167 2039 1927 721 668 170 498 137 361 305 204 112 1823 1742 1669 1605 106 104
internal_count=2927 2760 167 2039 1927 721 668 170 498 137 361 305 204 112 1823 1742 1669 1605 106 104
is_linear=0
shrinkage=0.16829


Tree=3487
num_leaves=29
num_cat=0
split_feature=12 2 2 2 2 12 0 30 0 2 2 41 2 11 11 49 51 2 48 48 42 42 2 159 0 2 49 12
split_gain=76.3558 23.8926 15.7869 16.4759 9.61008 3.92816 3.44587 2.89693 3.05224 2.81864 2.67363 1.80891 1.7717 1.23084 0.970695 1.03863 0.795003 0.729399 0.567154 0.50944 0.500676 1.01494 0.659109 0.417798 0.350432 0.22838 0.206005 0.0230739
threshold=0.056995000000000011 0.13447000000000003 0.11585500000000001 0.072175000000000017 0.10019000000000002 0.090455000000000021 -0.12851999999999997 0.086220000000000019 -0.066574999999999981 0.10085000000000001 0.14253500000000002 0.075585000000000013 0.092250000000000013 0.090715000000000004 0.078065000000000009 -0.016594999999999995 -0.094454999999999983 0.096540000000000015 0.092205000000000023 0.083540000000000017 0.086665000000000006 0.085790000000000019 0.089570000000000025 -0.022294999999999995 -0.085349999999999995 0.10869000000000002 0.090740000000000015 -0.067899999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 7 12 9 25 8 -1 11 18 20 19 14 15 -7 26 -18 -4 -5 21 22 -2 -22 -25 -6 -17 -12
right_child=1 -3 10 4 6 13 -8 -9 -10 -11 27 -13 -14 -15 -16 16 17 -19 -20 -21 23 -23 -24 24 -26 -27 -28 -29
leaf_value=0.0092500664356350779 0.010325827131034367 0.008199074034600639 0.008295727719674361 0.010565854575498366 0.0088131561733188861 0.0095183427311034095 0.0096223288524112192 0.0077772422947351436 0.0081197206261891322 0.0095417826342138138 0.0078519385185516054 0.010857884241022856 0.0096800864415506338 0.0095081817570620876 0.01044738665035033 0.0095793197814127186 0.010128222276844491 0.0098812464170656301 0.0087491918939334827 0.010099698481728465 0.0099169890755649789 0.010736162342244501 0.0099335752382432013 0.010361116245457543 0.01010314692733706 0.0084680816080347984 0.009895087610440419 0.0076775067101221076
leaf_weight=52 519 72 87 65 52 52 64 64 54 56 52 64 69 59 56 53 500 198 53 52 68 65 57 132 141 52 66 53
leaf_count=52 519 72 87 65 52 52 64 64 54 56 52 64 69 59 56 53 500 198 53 52 68 65 57 132 141 52 66 53
internal_value=0 0.0100705 0.00885907 0.0091829 0.00958904 0.0101351 0.00901502 0.00833696 0.00867456 0.0102715 0.00816633 0.0103106 0.0101073 0.0099823 0.0100125 0.00998443 0.0100141 0.0100582 0.00846765 0.010359 0.0102749 0.0103327 0.0102871 0.0101661 0.010228 0.00864096 0.00975475 0.00776423
internal_weight=0 2158 769 524 354 2086 168 170 106 1102 245 1046 186 984 925 869 817 698 140 117 982 641 576 341 273 104 119 105
internal_count=2927 2158 769 524 354 2086 168 170 106 1102 245 1046 186 984 925 869 817 698 140 117 982 641 576 341 273 104 119 105
is_linear=0
shrinkage=0.0032998


Tree=3488
num_leaves=25
num_cat=0
split_feature=1 3 12 14 10 48 12 124 2 2 160 1 3 49 401 1 12 12 48 3 12 160 12 3
split_gain=33.3267 11.2888 3.19904 3.14244 2.82133 2.81939 2.62274 2.13444 2.09744 1.88445 1.23894 1.08858 0.854977 0.644616 0.547588 0.553089 0.494438 0.552361 0.405233 0.367066 0.263236 0.25912 0.197396 0.138923
threshold=0.10054 -0.046079999999999989 0.088325000000000015 0.064610000000000015 -0.00189 -0.024949999999999996 -1.0000000180025095e-35 -0.014429999999999998 0.11183000000000003 0.097110000000000016 0.011825000000000002 0.11206000000000001 0.085880000000000012 0.11077500000000003 0.078330000000000025 0.080320000000000016 0.085655000000000023 0.096990000000000007 0.092020000000000005 -0.11151499999999999 0.108725 0.10150000000000002 0.087825000000000014 -0.077564999999999981
decision_type=2 2 2 2 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 -1 7 -6 19 12 16 -8 13 14 15 -7 -11 -18 -13 -4 -19 -12 -16 -21
right_child=1 4 8 -5 6 9 11 -9 -10 10 21 18 -14 -15 22 -17 17 20 -20 23 -22 -23 -24 -25
leaf_value=0.0015775695837323717 0.0011370767033682511 0.0005337782147949256 0.0024184051401887276 0.0027848194521087615 0.0012284984607977983 0.0022842980313800181 0.0018554409017112108 0.0005210777219723969 0.0014571766204051722 0.0016515008686452119 0.002469171645719742 0.0014824539210174974 0.0018745326812293554 0.0018995932466861966 0.0025651614407506242 0.00212909461788172 0.002171669129032704 0.0017228962745887153 0.0010737868664257811 0.0019834553895045283 0.0019782809452850948 0.0021351739721213723 0.0023363332041402779 0.002219731823909533
leaf_weight=89 52 95 63 90 103 893 56 85 52 73 54 56 70 56 79 360 92 89 52 60 95 53 101 59
leaf_count=89 52 95 63 90 103 893 56 85 52 73 54 56 70 56 79 360 92 89 52 60 95 53 101 59
internal_value=0 0.00136682 0.00187893 0.00217967 0.00103909 0.00215376 0.00117536 0.000908841 0.00204363 0.0021792 0.00199189 0.00148067 0.00223396 0.00225083 0.00226453 0.00223973 0.00189608 0.00196065 0.00128601 0.002211 0.00185494 0.00230406 0.00243696 0.0021009
internal_weight=0 733 286 2194 447 2104 352 188 234 2015 456 164 1559 1489 1433 1253 349 276 108 182 184 107 180 119
internal_count=2927 733 286 2194 447 2104 352 188 234 2015 456 164 1559 1489 1433 1253 349 276 108 182 184 107 180 119
is_linear=0
shrinkage=0.0032998


Tree=3489
num_leaves=22
num_cat=0
split_feature=15 2 39 13 14 14 151 2 2 448 15 52 52 15 481 42 52 40 15 42 2
split_gain=34.2775 20.5636 8.38982 7.36275 4.02735 3.35605 3.21457 2.94009 2.61961 2.43546 2.06212 1.81686 1.50906 1.21026 1.15296 1.70447 1.06207 0.922676 0.652845 0.614425 0.333458
threshold=-0.24211499999999997 0.11366500000000002 0.082115000000000007 -0.16140499999999997 -0.24529999999999999 0.073890000000000011 -0.065174999999999983 0.13881000000000002 0.097110000000000016 -0.0046049999999999989 -0.088184999999999986 -0.11043499999999999 0.029970000000000007 -0.049344999999999993 -0.050084999999999991 0.087065000000000017 0.25240000000000001 -0.046564999999999995 -1.0000000180025095e-35 0.093200000000000019 0.10682000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -3 -1 8 -5 19 9 -2 -4 20 13 -13 15 -11 -16 -6 -14 -8 -10
right_child=1 3 10 6 17 -7 7 -9 11 14 -12 12 18 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=0.0017153031261894405 0.0020004499387152688 0.00079567341107127727 0.0022467638554520032 0.0012927205821843834 0.00048077507681310369 0.0032857317390636164 0.0022542964590250175 0.0015724049896183668 0.0028222817854854977 0.0032716592739895291 0.001495113642478778 0.0015963819877180224 0.0026617387223377789 0.0022876924510405578 0.0026960653143527085 0.0026479910710808571 0.0024107208997460289 0.001027159541282113 0.0021987982958181804 0.0027060716230606452 0.0024790536002353347
leaf_weight=88 57 74 78 58 55 86 80 61 79 90 82 60 70 52 1324 104 162 88 66 58 55
leaf_count=88 57 74 78 58 55 86 80 61 79 90 82 60 70 52 1324 104 162 88 66 58 55
internal_value=0 0.00248428 0.00259212 0.00171363 0.00115952 0.0026451 0.00197781 0.0021773 0.00261908 0.00267365 0.00186176 0.00237086 0.00220279 0.00191766 0.00269647 0.0029375 0.00266498 0.000817258 0.00243734 0.00244443 0.00268167
internal_weight=0 2696 2365 331 231 2205 257 199 2119 1737 160 382 248 112 1680 194 1486 143 136 138 134
internal_count=2927 2696 2365 331 231 2205 257 199 2119 1737 160 382 248 112 1680 194 1486 143 136 138 134
is_linear=0
shrinkage=0.0032998


Tree=3490
num_leaves=34
num_cat=0
split_feature=1 1 10 12 12 2 2 52 16 11 1456 2 12 15 12 15 1 0 0 0 124 15 0 42 157 52 16 2 0 16 12 2 12
split_gain=46.6681 7.0225 6.61326 4.48787 3.2104 2.55469 2.44557 2.26359 1.65391 1.28568 1.14978 1.04971 1.02878 0.930299 0.856156 0.896397 1.28561 0.811667 0.769455 1.13445 0.748859 0.708746 0.694939 0.672867 0.543623 0.527743 0.656907 0.436262 0.329388 0.973742 0.285746 0.268619 0.195455
threshold=0.11690500000000002 0.095435000000000006 -1.0000000180025095e-35 0.090045000000000014 -0.042789999999999988 0.092155000000000015 0.12068000000000001 -0.091329999999999981 -0.090614999999999987 0.082245000000000013 -0.065224999999999991 0.11152000000000002 0.085280000000000009 -0.043134999999999993 0.11878500000000002 0.039965000000000007 0.077375000000000013 -0.077574999999999991 -0.14867499999999997 -0.09194999999999999 -0.014429999999999998 0.097415000000000015 -0.088144999999999987 0.080725000000000005 -0.056824999999999994 -0.090084999999999985 -0.015214999999999998 0.10121500000000001 -0.091399999999999995 -0.096149999999999985 0.092675000000000021 0.083725000000000008 -0.064689999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 7 20 12 -6 -3 11 13 -7 -9 18 -5 15 16 23 22 -1 -20 -4 -17 28 -12 -24 -21 -27 -23 29 -14 -26 -19 -10
right_child=2 3 4 9 6 10 -8 8 32 -11 14 -13 17 -15 -16 21 -18 31 19 25 -22 27 24 -25 30 26 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.002733263570971001 0.00014750111734842118 0.002101198501157542 0.0010426981478729328 0.0017155155928002413 0.0018532399194176612 0.0025283913617738024 0.0010781207997199117 0.0019994225406855803 0.0012317967631353345 0.0025434537576368836 0.0019273798856489647 0.001342355536965935 0.0020213008995839678 0.0022733870175097671 0.0016501115654542491 0.0026011810663569921 0.001530057893425955 0.002161990239237879 0.0020576448561430583 0.0022304897243667584 0.00053406997091462861 0.0019203726744170383 0.0026810466774584919 0.0022207024799798468 0.0023101477198136191 0.0023858655714741996 0.0027299666594594093 0.0023360980730401377 0.0019617236689044117 0.0025858900179998906 0.0025429251294187228 0.0018449869500067754 0.00094456377654819482
leaf_weight=96 86 62 62 66 90 62 88 54 55 73 167 53 85 66 53 56 54 72 84 68 65 53 59 181 444 120 128 61 69 56 70 53 52
leaf_count=96 86 62 62 66 90 62 88 54 55 73 167 53 85 66 53 56 54 72 84 68 65 53 59 181 444 120 128 61 69 56 70 53 52
internal_value=0 0.00217992 0.000956149 0.00182004 0.00118405 0.00226269 0.00147023 0.00154491 0.00138358 0.00219029 0.00209731 0.00167429 0.00234358 0.00199472 0.00205449 0.0020919 0.00200625 0.00227705 0.0024653 0.0024009 0.000782654 0.00229423 0.00231679 0.00208004 0.0023769 0.00249204 0.00256361 0.00214313 0.00215262 0.00224578 0.00234192 0.00202786 0.00109254
internal_weight=0 2572 391 481 305 2091 178 276 214 205 687 107 1404 132 625 572 402 908 496 400 127 170 783 348 573 316 248 114 210 141 514 125 107
internal_count=2963 2572 391 481 305 2091 178 276 214 205 687 107 1404 132 625 572 402 908 496 400 127 170 783 348 573 316 248 114 210 141 514 125 107
is_linear=0
shrinkage=0.0032998


Tree=3491
num_leaves=19
num_cat=0
split_feature=1 4 10 12 1 0 15 2 12 2 0 1 481 3 0 0 1 15
split_gain=28.7406 4.5939 3.87902 3.27833 4.27023 2.67265 2.52122 2.1547 2.0388 1.77475 1.39542 1.60821 1.2218 1.32246 1.08914 0.997631 0.685031 0.474695
threshold=0.11883500000000001 0.24099500000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10152500000000002 -0.093874999999999986 -0.10981499999999998 0.094155000000000016 0.11697000000000002 0.11543500000000002 -0.14867499999999997 0.084470000000000003 -0.084709999999999994 -0.085674999999999987 -0.11167499999999998 -0.077574999999999991 0.10234000000000001 -0.21242999999999998
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 7 17 -7 -1 10 16 11 -5 13 -12 -14 -16 -3 -4
right_child=2 9 5 8 -6 6 -8 -9 -10 -11 12 -13 14 -15 15 -17 -18 -19
leaf_value=0.0023287922463108676 0.00024092156729571277 0.0014010840620828772 0.00043792580344768591 0.0026842992734920721 0.00090537812577738447 0.00094394685125810966 0.0017618754014834292 0.0014943009251698076 0.0014545311405878602 0.00099211057227915856 0.0026752101246395967 0.0020014067088143057 0.0015295137032241848 0.0019622036906655066 0.0020183917161850878 0.0018532718907450295 0.0018663331767705767 0.00087966257713113641
leaf_weight=64 79 69 52 66 75 86 79 72 81 70 54 89 67 61 1152 621 71 55
leaf_count=64 79 69 52 66 75 86 79 72 81 70 54 89 67 61 1152 621 71 55
internal_value=0 0.00189105 0.000885171 0.00193201 0.00153842 0.00107216 0.00133577 0.00188726 0.0019699 0.00142239 0.00198967 0.00229241 0.00196565 0.00229731 0.0019449 0.00196058 0.00163728 0.000665316
internal_weight=0 2612 351 2402 211 272 165 136 2191 210 2110 155 1955 115 1840 1773 140 107
internal_count=2963 2612 351 2402 211 272 165 136 2191 210 2110 155 1955 115 1840 1773 140 107
is_linear=0
shrinkage=0.0032998


Tree=3492
num_leaves=22
num_cat=0
split_feature=1 10 0 481 0 51 16 51 160 15 160 1374 0 12 453 49 51 1 12 12 12
split_gain=1.84618 0.809539 0.87768 0.660207 0.650014 0.865247 0.728226 1.09389 0.826634 0.778251 0.530795 0.522544 0.592969 0.5516 0.382688 0.459864 0.572888 0.346643 0.342712 0.279548 0.2113
threshold=0.11883500000000001 -0.063134999999999983 -0.072039999999999979 -0.085749999999999979 -0.077574999999999991 0.089040000000000022 0.31625000000000009 -0.095009999999999983 -0.078059999999999977 0.092495000000000008 -0.014565 -1.0000000180025095e-35 -0.079864999999999978 0.094115000000000018 0.084945000000000007 0.11663000000000001 -0.095799999999999982 0.12963000000000002 -0.042789999999999988 0.091945000000000013 0.099170000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 17 10 11 6 7 -6 -9 -10 -1 -5 14 -14 15 16 -13 -3 -4 -8 -21
right_child=1 2 18 4 5 -7 19 8 9 -11 -12 12 13 -15 -16 -17 -18 -19 -20 20 -22
leaf_value=0.048310503632657827 -0.0068897395215673134 -0.0061448826956192314 0.014428840586535699 0.040450943822629024 -0.0045789024968492719 0.0048677877677090128 0.040032256656257439 0.039371131760720421 0.011688848540808537 0.026794872412186727 0.025694861909075332 0.039211167220585132 0.027333036901605729 0.048980449628115527 0.037726770138973992 0.008894060263080792 0.02309656268011143 0.011490242384066124 0.030151375682703169 0.020669343848786177 0.034523015242429629
leaf_weight=56 59 52 72 63 53 100 60 60 227 169 63 66 95 52 54 61 1300 80 88 81 52
leaf_count=56 59 52 72 63 53 100 60 60 227 169 63 66 95 52 54 61 1300 80 88 81 52
internal_value=0 0.0110695 0.0147044 0.0240789 0.0234923 0.0195367 0.0216237 0.0182772 0.0209376 0.0181401 0.0363526 0.0253673 0.0247825 0.0350028 0.0237668 0.0232373 0.0238765 0.00452946 0.0230875 0.0304401 0.0260993
internal_weight=0 351 292 2612 2493 802 702 509 456 396 119 1691 1628 147 1481 1427 1366 132 160 193 133
internal_count=2963 351 292 2612 2493 802 702 509 456 396 119 1691 1628 147 1481 1427 1366 132 160 193 133
is_linear=0
shrinkage=0.16829


Tree=3493
num_leaves=11
num_cat=0
split_feature=2 48 0 151 1446 1375 15 151 43 0
split_gain=0.95387 0.822804 0.624933 0.742478 0.654935 0.532822 0.709294 0.609741 0.363533 0.346728
threshold=0.13631000000000001 0.12036500000000001 -0.23395499999999997 0.084725000000000009 0.10392000000000001 -0.095554999999999987 -0.41956999999999994 -0.15340499999999999 -0.060849999999999994 -0.06537999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 -7 -8 -2 -10
right_child=8 -3 3 -5 -6 6 7 -9 9 -11
leaf_value=0.037823114145134097 0.017127303837483645 0.00054745169209742658 0.036415782923184245 0.034794684377336356 0.00040281729399412161 0.0048005276122633864 0.0021877590522195478 0.02015546480672201 0.01065692827129648 -0.0063589939906605452
leaf_weight=55 77 63 52 89 52 94 55 2290 72 64
leaf_count=55 77 63 52 89 52 94 55 2290 72 64
internal_value=0 0.0195877 0.0200335 0.019661 0.0191307 0.0195209 0.01916 0.0197348 0.00788322 0.00263623
internal_weight=0 2750 2687 2632 2543 2491 2439 2345 213 136
internal_count=2963 2750 2687 2632 2543 2491 2439 2345 213 136
is_linear=0
shrinkage=0.16829


Tree=3494
num_leaves=10
num_cat=0
split_feature=3 9 14 124 3 151 3 49 51
split_gain=1.23796 0.602346 0.566961 0.526473 0.483684 0.462379 0.439507 0.431244 0.615719
threshold=0.28833000000000003 -1.0000000180025095e-35 0.05884000000000001 0.0049200000000000008 0.12955000000000003 -0.40941499999999992 0.41720500000000005 0.12141 -0.26637499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -2 8 -7
right_child=6 2 -4 -5 -6 7 -8 -9 -10
leaf_value=0.0029743646673424644 -0.0094774526337947536 0.030741420719814783 0.029566502314196288 0.0017731796315843954 0.032343987968259574 0.030231169378375482 0.010561277609280304 0.0035677394275883474 0.015863041289630727
leaf_weight=93 71 62 95 69 55 88 55 77 2298
leaf_count=93 71 62 95 69 55 88 55 77 2298
internal_value=0 0.0163178 0.0167694 0.0163098 0.0166978 0.0163563 -0.000716129 0.0159935 0.0163937
internal_weight=0 2837 2744 2649 2580 2525 126 2463 2386
internal_count=2963 2837 2744 2649 2580 2525 126 2463 2386
is_linear=0
shrinkage=0.16829


Tree=3495
num_leaves=18
num_cat=0
split_feature=10 13 4 3 160 130 3 484 12 12 160 49 1209 1210 42 4 52
split_gain=1.97025 0.681346 0.588929 0.894244 0.686107 0.683754 0.650558 0.573539 0.84939 0.834009 0.425321 0.429321 0.382612 0.435691 0.37275 0.372411 0.20758
threshold=-0.089679999999999982 -0.16392499999999996 -0.052959999999999993 0.08796000000000001 -0.15323999999999996 -0.077029999999999987 0.11391500000000002 0.085835000000000009 0.089895000000000017 -0.083979999999999985 -0.14309999999999998 0.0062600000000000008 0.094985000000000014 -0.084114999999999981 0.085695000000000007 0.028075000000000006 -0.0041949999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 16 3 4 -3 -4 7 8 9 -7 -9 -12 13 -6 -15 -10 -2
right_child=1 2 5 -5 12 6 -8 10 15 -11 11 -13 -14 14 -16 -17 -18
leaf_value=-0.01408623645959203 -0.0083941322003199901 0.00058494217499665277 -0.0089898766430575369 0.031815182505071135 0.0011066059686270704 0.0048621750366225546 -0.0048302947707758526 0.013548266048609953 0.01137782829215281 0.019229334070403985 0.0063902853125409774 -0.014917547548039915 0.028695402735309745 0.012619906440155338 0.019695749955726653 0.0019522798690164622 0.0051661849957095572
leaf_weight=87 52 103 52 83 67 143 73 60 273 580 54 53 55 583 333 211 83
leaf_count=87 52 103 52 83 67 143 73 60 273 580 54 53 55 583 333 211 83
internal_value=0 0.0116129 0.0121915 0.0149333 0.0137037 0.00995146 0.0106334 0.0114563 0.0127355 0.0163902 0.00219965 -0.00414727 0.0150037 0.0142358 0.0151942 0.00727247 -4.37404e-05
internal_weight=0 2858 2723 1224 1141 1499 1447 1374 1207 723 167 107 1038 983 916 484 135
internal_count=2945 2858 2723 1224 1141 1499 1447 1374 1207 723 167 107 1038 983 916 484 135
is_linear=0
shrinkage=0.16829


Tree=3496
num_leaves=22
num_cat=0
split_feature=1 12 1 0 16 16 12 4 2 0 0 16 4 16 51 0 0 2 12 1453 131
split_gain=1.45305 0.77127 0.978642 0.547856 0.796816 1.60093 0.584216 0.552613 0.516378 0.47734 0.4837 0.467423 0.443096 0.433924 0.414815 0.414042 0.405524 0.71032 0.57514 0.359288 0.366215
threshold=0.095435000000000006 0.10641500000000001 0.12963000000000002 -0.14720499999999997 -0.14463999999999996 -0.076439999999999994 -0.063029999999999989 -0.0101 0.12750000000000003 -0.15651999999999996 0.10923000000000001 -0.50472499999999987 -0.15504999999999997 -0.088719999999999979 -0.069834999999999994 -0.058589999999999996 -0.050249999999999996 0.10488500000000002 0.09253500000000002 -0.067664999999999989 0.021890000000000003
decision_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 3 -3 6 11 -6 -2 16 9 13 12 -5 -11 -1 -9 19 18 -18 -7 -14 -21
right_child=1 2 -4 4 5 7 -8 14 -10 10 -12 -13 15 -15 -16 -17 17 -19 -20 20 -22
leaf_value=0.011941033808761803 -0.018214296225877873 0.0040896039124668536 -0.026397015519065172 0.0058462711630202103 -0.023221632326831165 0.030059407742427019 0.0037315399893620396 0.007485424520329906 -0.0051092977413622767 -0.00059389861825862034 0.026403892325646269 0.025095214605621061 0.00016124394663743921 0.033651511434075333 -0.012940054259577762 -0.0029829999069406012 -0.0094241395919530766 0.015481543586125695 0.0075384240790645702 0.011242202864830264 0.018126703842443498
leaf_weight=52 52 68 53 57 54 64 101 60 52 92 58 97 72 53 53 55 54 81 65 1391 261
leaf_count=52 52 68 53 57 54 64 101 60 52 92 58 97 72 53 53 55 54 81 65 1391 261
internal_value=0 0.00319918 -0.00924919 0.00524261 0.00758855 0.00387062 -0.00371543 0.00775597 0.0114265 0.0118501 0.0112468 0.0179823 0.010776 0.0229168 -0.00207877 0.011365 0.0119723 0.00550596 0.0187256 0.0118238 0.012331
internal_weight=0 859 121 738 585 431 153 377 2086 2034 1929 154 1871 105 113 1779 264 135 129 1724 1652
internal_count=2945 859 121 738 585 431 153 377 2086 2034 1929 154 1871 105 113 1779 264 135 129 1724 1652
is_linear=0
shrinkage=0.16829


Tree=3497
num_leaves=26
num_cat=0
split_feature=1 1 16 1 10 50 15 4 15 4 50 16 1 49 1 4 4 159 43 16 13 133 133 16 15
split_gain=54.0167 8.76391 5.29695 3.13558 2.71764 2.51215 2.36431 1.79834 1.68694 1.6419 1.2664 1.24574 1.55436 1.22362 1.14955 1.0123 1.52144 0.925993 0.938961 0.708908 0.63476 0.614995 0.546474 0.239371 0.139777
threshold=0.10557500000000002 0.13662500000000002 0.12992000000000004 0.092845000000000025 -0.088499999999999981 0.10481500000000002 -0.14051999999999998 0.48395000000000005 -1.0000000180025095e-35 0.0060300000000000015 0.12170000000000002 -0.14463999999999996 0.11366000000000001 -0.048899999999999992 0.11189500000000001 -0.49911499999999992 -0.15615999999999999 0.08512500000000002 0.037915000000000011 0.0077850000000000011 -0.074869999999999978 0.031880000000000012 0.095090000000000022 0.12992000000000004 -0.15300999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 6 -3 11 24 -6 13 10 15 12 -2 -5 -13 -8 -17 18 21 -18 -10 -11 -23 -22 -1
right_child=1 4 -4 8 7 -7 9 -9 20 17 -12 14 -14 -15 -16 16 19 -19 -20 -21 23 22 -24 -25 -26
leaf_value=0.0025353315774263785 0.0013638087948649182 -0.00041334247630926474 0.0017747031063837136 0.00097181897500726465 0.00086850736480350676 0.0015422945483361795 0.0024005838018764723 6.2556296594951468e-05 0.0015561895679884607 0.0012696793463281605 0.0015497446437600807 0.00016508341005174894 0.00070769565332019194 0.0015960634799415422 0.00080351513658597721 0.0015158719961361059 0.0020556353243422801 0.0020725099691844568 0.0020017319916243019 0.0018427347899634015 0.002123536244076134 0.0019145065177931415 0.0014336838588183043 0.001830263876832083 0.0022993525293715793
leaf_weight=68 64 53 95 52 63 55 73 58 55 70 66 55 103 102 70 68 1158 68 57 204 67 52 53 61 55
leaf_count=68 64 53 95 52 63 55 73 58 55 70 66 55 103 102 70 68 1158 68 57 204 67 52 53 61 55
internal_value=0 0.00083697 0.00108394 0.00193588 0.000209409 0.000894724 0.00198577 0.000482475 0.00164091 0.00195651 0.00199942 0.000772629 0.000959351 0.00138551 0.000522887 0.00201914 0.00199965 0.00173196 0.00163199 0.00202377 0.00185565 0.00151136 0.00167214 0.00198405 0.0024301
internal_weight=0 616 442 2329 174 347 1992 121 337 1869 1569 292 167 154 125 1503 1430 300 232 1362 183 175 105 128 123
internal_count=2945 616 442 2329 174 347 1992 121 337 1869 1569 292 167 154 125 1503 1430 300 232 1362 183 175 105 128 123
is_linear=0
shrinkage=0.0032998


Tree=3498
num_leaves=28
num_cat=0
split_feature=1 52 1 12 1 12 2 52 15 16 48 15 11 3 4 4 16 15 1 12 52 3 15 4 4 3 15
split_gain=60.1828 11.3554 8.83053 5.26994 3.61264 3.19083 3.13462 2.38242 1.54371 1.44575 1.77001 1.42795 3.68411 2.20348 1.39978 1.15677 0.977992 1.63056 0.717626 0.673352 0.58644 0.537238 0.522223 0.482257 0.44022 0.42991 0.383163
threshold=0.10557500000000002 -0.25811499999999993 0.13662500000000002 0.086885000000000004 0.092395000000000019 -1.0000000180025095e-35 0.10724500000000002 -0.032354999999999988 -0.15300999999999995 -0.33811499999999994 0.085130000000000025 0.039965000000000007 1.0000000180025095e-35 -0.13117499999999996 -0.015104999999999999 0.23355000000000001 -0.069169999999999995 -0.048464999999999994 0.099250000000000019 0.087915000000000007 0.048755000000000007 0.088880000000000015 0.096415000000000015 0.50214500000000006 -0.040394999999999993 0.0048000000000000013 0.091435000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 9 6 -6 8 -4 -1 25 -11 13 19 -10 18 -5 -8 -18 22 20 -13 24 -7 -9 -15 -3 -21
right_child=1 2 7 15 5 14 16 23 11 10 -12 12 -14 21 -16 -17 17 -19 -20 26 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0025625768026138794 0.002042382218752966 0.0011550075669690925 -0.00058759156633810634 0.0018076656364090311 0.00098122167918248955 0.0020604657634791523 0.0019838888868971977 0.00048660578541219511 0.0013259870787726627 0.00010757017391300336 0.00080233388355196468 0.0023781519925958395 0.0029825332461122676 0.0017821455824219403 0.0014702218302260692 0.0011417695096758846 0.0017915779588289717 0.0011212908246130834 0.0022515296320580786 0.0020670983182535753 0.0020901926221891898 0.0017006274078312617 0.0016299313770240605 4.8781721759735778e-05 0.0020416511157418812 0.0007356707245331377 0.0018617407501462244
leaf_weight=63 70 54 53 61 65 55 65 54 60 81 79 113 52 83 98 54 92 70 62 250 261 68 73 56 626 54 173
leaf_count=63 70 54 53 61 65 55 65 54 60 81 79 113 52 83 98 54 92 70 62 250 261 68 73 56 626 54 173
internal_value=0 0.000790904 0.000630394 0.000904161 0.00195083 0.0016428 0.00200584 -1.2659e-05 0.00205327 0.000650373 0.00045083 0.00203422 0.00212999 0.00193704 0.00179199 0.00149529 0.00164026 0.00150217 0.00195777 0.00207432 0.00217729 0.00198418 0.0018152 0.000264034 0.00201132 0.000945665 0.00198319
internal_weight=0 616 546 383 2329 353 1976 163 1749 268 160 1686 849 837 288 115 227 162 190 797 374 777 128 110 709 108 423
internal_count=2945 616 546 383 2329 353 1976 163 1749 268 160 1686 849 837 288 115 227 162 190 797 374 777 128 110 709 108 423
is_linear=0
shrinkage=0.0032998


Tree=3499
num_leaves=20
num_cat=0
split_feature=1 3 3 52 52 4 48 150 16 1456 3 3 3 3 42 1429 4 52 1
split_gain=1.51156 0.811573 0.67093 0.802319 1.23072 0.841126 0.521972 0.674042 0.473576 0.392997 0.371121 0.491535 0.598615 0.544581 0.893451 0.526603 0.365505 0.335743 0.279233
threshold=0.10661000000000002 -0.16574499999999995 -0.08620499999999999 -0.078529999999999975 -0.23682999999999996 -0.010764999999999999 -0.07965499999999999 0.11183500000000002 -0.14463999999999996 -0.16480999999999998 0.10402500000000002 -1.0000000180025095e-35 0.086845000000000019 -0.06533499999999999 -0.0022699999999999999 0.086095000000000019 0.55074000000000012 -0.032354999999999988 0.12000500000000001
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 -4 -5 -1 9 16 -8 11 13 -13 15 -15 -11 18 -10 -7
right_child=1 2 3 5 -6 8 7 -9 17 10 -12 12 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.00068118351849877335 0.021894771545234455 -0.017179075341390408 0.0089696670291799733 0.025718947250693493 -0.024010874707739157 0.012196884372748022 0.00023133209468915718 0.03121489326700063 0.0032423164171255813 0.012487527411115978 -0.00071568042355383676 0.034271384355700762 0.012013387195067135 0.017093585953363716 -0.0051466791918482893 0.027621811387249489 0.018706612165123645 -0.015597851489578119 -0.0036635608273669728
leaf_weight=89 55 55 59 55 70 54 78 53 55 1657 59 65 73 87 124 68 62 52 75
leaf_count=89 55 55 59 55 70 54 78 53 55 1657 59 65 73 87 124 68 62 52 75
internal_value=0 0.0024241 0.000426547 0.00243922 -0.00891282 0.00659278 0.0119416 0.0124386 0.00305676 0.0119877 0.0124168 0.0127913 0.0225102 0.0120976 0.00401496 0.0130852 0.00808207 -0.00589686 0.00296177
internal_weight=0 592 537 482 129 353 2353 2264 298 2211 2133 2074 138 1936 211 1725 191 107 129
internal_count=2945 592 537 482 129 353 2353 2264 298 2211 2133 2074 138 1936 211 1725 191 107 129
is_linear=0
shrinkage=0.16829


Tree=3500
num_leaves=15
num_cat=0
split_feature=3 3 9 1456 16 2 3 4 51 16 52 0 16 4
split_gain=2.63047 0.758054 0.640262 0.584308 0.663069 1.33218 0.764987 1.05905 0.661395 0.547858 0.721266 0.471027 0.737911 0.389402
threshold=0.3148450000000001 -0.23394499999999999 -1.0000000180025095e-35 -0.23978499999999997 -0.059289999999999995 0.097005000000000022 -0.096099999999999977 -0.060239999999999995 0.11917000000000001 -0.04040499999999999 -0.0078749999999999983 -0.06563999999999999 -0.39761999999999992 -0.09390999999999998
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 -8 11 -6 -11 13 -13 -5
right_child=-2 2 3 4 5 6 7 -9 -10 10 -12 12 -14 -15
leaf_value=0.024406542936670456 -0.019795234482209718 -0.006707603951989537 0.026388422698116372 -0.0045070372837988882 -0.005850077780820132 -0.02090048476071011 0.017025129336447155 -0.0044471176903363458 0.026391419401936511 0.007401237446017065 0.018307233345547413 0.005061983248724481 0.031271686477561449 0.0099677742122594431
leaf_weight=89 92 75 54 55 60 53 86 267 77 552 250 53 72 1144
leaf_count=89 92 75 54 55 60 53 86 267 77 552 250 53 72 1144
internal_value=0 0.00910532 0.00861797 0.00904074 0.00868908 0.00589791 -0.00204666 0.000778992 0.011214 0.00964186 0.0108031 0.01033 0.0201731 0.00930229
internal_weight=0 2887 2798 2723 2669 1268 406 353 1401 862 802 1324 125 1199
internal_count=2979 2887 2798 2723 2669 1268 406 353 1401 862 802 1324 125 1199
is_linear=0
shrinkage=0.16829


Tree=3501
num_leaves=17
num_cat=0
split_feature=3 30 3 2 51 160 51 2 1212 481 481 43 2 129 2 13
split_gain=1.8198 0.714293 0.703853 0.457943 0.659167 0.770638 0.66923 0.568216 0.591281 0.584105 0.523193 0.518139 0.502735 0.409996 0.404797 0.218648
threshold=0.3148450000000001 0.086220000000000019 -0.23394499999999999 0.092155000000000015 0.056710000000000003 0.0065900000000000012 0.14560000000000003 0.090640000000000012 0.11473500000000002 -0.087424999999999989 -0.08211499999999998 -0.033049999999999989 0.10697500000000001 0.08252000000000001 0.10488500000000002 -0.026489999999999996
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 13 12 8 9 -4 -11 15 -6 14 -5 -7
right_child=-2 -3 3 4 6 11 -8 -9 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=0.022871589919679181 -0.016463898690421894 -0.010584057794819132 -0.0072682397098519135 -0.0039664303541878674 0.010524750181663911 -0.0014577309029939751 -0.00055942942310595637 0.021309965696713836 -0.0092331653462832848 0.026252393105864781 0.009049027308575229 0.024897835535285007 0.03109605497916024 -0.012116517613020255 0.005039750916484907 0.013328267641128834
leaf_weight=87 92 60 60 236 73 58 66 103 52 52 1437 62 63 71 352 55
leaf_count=87 92 60 60 236 73 58 66 103 52 52 1437 62 63 71 352 55
internal_value=0 0.0075733 0.00795931 0.00748516 0.00469136 0.00259954 0.013319 0.00918268 0.00840135 0.0089945 0.00965102 0.0125267 0.0200673 -3.39273e-05 0.00142197 0.0057231
internal_weight=0 2887 2827 2740 1036 834 202 1704 1601 1549 1489 175 136 659 588 113
internal_count=2979 2887 2827 2740 1036 834 202 1704 1601 1549 1489 175 136 659 588 113
is_linear=0
shrinkage=0.16829


Tree=3502
num_leaves=30
num_cat=0
split_feature=2 2 2 0 43 2 457 51 43 13 14 2 1447 13 475 52 52 403 52 52 52 43 484 156 52 0 13 0 475
split_gain=24.5062 9.60962 7.88037 8.68297 2.71547 2.33182 2.17591 1.73028 1.44892 1.24071 1.12799 1.04874 1.35985 0.994367 1.17035 0.865032 0.80923 0.736833 0.576318 1.36654 0.77914 0.57658 0.505189 0.469937 0.442833 0.28415 0.232308 0.212108 0.0991086
threshold=0.13388500000000003 -1.0000000180025095e-35 0.099845000000000003 -0.13409999999999997 -0.0064299999999999991 0.16730000000000003 0.041935000000000007 -0.080414999999999986 -0.049364999999999992 -0.071564999999999976 0.077140000000000014 0.088735000000000022 -0.085804999999999979 -0.013049999999999997 -0.026384999999999995 0.50673000000000001 -0.054584999999999995 -0.073944999999999997 0.042815000000000006 -0.45635499999999996 0.26430000000000003 -0.07409499999999998 -0.060004999999999996 0.085435000000000011 0.088595000000000021 -0.08397499999999998 -0.044684999999999996 -0.085674999999999987 -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 4 7 6 16 9 8 13 -4 -2 11 12 -9 23 -15 -14 -1 24 19 28 26 -21 -19 -3 -13 -6 -20 -25 -5
right_child=5 2 3 18 25 -7 -8 10 -10 -11 -12 17 15 14 -16 -17 -18 22 20 21 -22 -23 -24 27 -26 -27 -28 -29 -30
leaf_value=0.00092310814092626508 0.00049266682398177669 0.0015094346139615377 0.00062033457659767103 0.0017571892194890595 0.0015649589832990559 0.00012770065937912103 0.00025027281440502828 0.0014599962602214441 0.0013147533436892803 0.0010848661404756928 0.0023631934656389341 0.0017801900753980269 0.0019897146910149541 0.0010104114795743307 0.0016553369344873888 0.0016009711759143086 0.0003552110069356178 0.0019275783381112234 0.0018334275850048932 0.0016415478057505086 0.0015062493335653709 0.0012078410989669883 0.0016277333585772301 0.0020425214651008414 0.002206939498571996 0.0012162239892626351 0.0021465705397400356 0.0017673032803627766 0.0019709184765685167
leaf_weight=57 71 54 54 53 53 82 52 63 84 85 53 55 904 52 76 68 53 77 53 54 54 91 332 54 54 52 56 80 53
leaf_count=57 71 54 54 53 53 82 52 63 84 85 53 55 904 52 76 68 53 77 53 54 54 91 332 54 54 52 56 80 53
internal_value=0 0.00168282 0.00173984 0.00141082 0.00101272 0.000578718 0.000826432 0.00184322 0.00104328 0.000815565 0.00188727 0.00187101 0.001932 0.00161923 0.00139361 0.00196255 0.000649805 0.00174908 0.00167893 0.0015787 0.00183305 0.0013696 0.00168427 0.00177266 0.00199193 0.00139259 0.00199463 0.00187848 0.00186439
internal_weight=0 2741 2526 604 215 238 190 1922 138 156 1606 1553 1035 316 128 972 110 518 414 251 163 145 409 188 109 105 109 134 106
internal_count=2979 2741 2526 604 215 238 190 1922 138 156 1606 1553 1035 316 128 972 110 518 414 251 163 145 409 188 109 105 109 134 106
is_linear=0
shrinkage=0.0032998


Tree=3503
num_leaves=25
num_cat=0
split_feature=3 147 15 43 133 43 3 43 43 3 15 42 43 39 133 4 15 43 4 11 43 4 42 15
split_gain=1.40384 0.574602 1.14072 0.600053 1.29295 0.81169 0.750439 0.683701 0.665995 0.590166 1.00465 0.711835 0.555033 0.533912 0.517615 0.429915 1.14445 0.420485 0.518708 0.417174 0.330279 0.361017 0.319113 0.226995
threshold=0.3148450000000001 1.0000000180025095e-35 -0.0070899999999999991 -0.036849999999999994 -0.037434999999999989 -0.083349999999999994 -0.12711499999999995 -0.084754999999999983 -0.023029999999999998 -0.085549999999999973 0.087985000000000022 -0.0086449999999999982 -0.085594999999999991 0.091265000000000013 0.085515000000000022 -0.013359999999999999 0.091285000000000019 -0.0005399999999999999 -0.010909999999999998 0.086595000000000019 -0.081864999999999979 0.0033150000000000007 0.086335000000000009 -0.074729999999999977
decision_type=2 2 2 2 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 19 12 -8 10 11 -10 13 -6 20 16 -16 23 -19 -5 -7 -22 -17 -11
right_child=-2 2 -4 6 5 14 8 -9 9 17 -12 -13 -14 -15 15 22 -18 18 -20 -21 21 -23 -24 -25
leaf_value=-0.018477599721112938 -0.013562185390779092 0.0088431276091755009 -0.019901921858639843 0.031451879379387905 0.012699394170017243 -0.0047620483250511913 0.027499428811218061 0.028062838450591519 0.0022761439459083981 0.025926058700176485 0.019800507773850413 -0.021565429679404675 -0.0068894188361663259 -0.0037397100783927491 0.020268950168281979 -0.017314665897886369 -0.012124572391692455 0.0033716872367801111 0.012690817188611458 0.013871847475339523 0.013197986672374221 0.00056259349005698513 -0.0024889160191340445 0.013428925213256285
leaf_weight=60 92 103 63 69 489 57 54 60 91 53 54 58 55 63 66 64 58 342 336 87 203 94 116 192
leaf_count=60 92 103 63 69 489 57 54 60 91 53 54 58 55 63 66 64 58 342 336 87 203 94 116 192
internal_value=0 0.00754837 -0.00205532 0.00813492 0.00567763 0.00677281 0.010681 0.0109107 0.00922812 0.00835028 0.000125919 -0.00699241 0.00921234 0.0108199 0.00257556 -0.00251357 0.00510265 0.0101572 0.00799267 0.0216591 0.00695096 0.00920496 -0.00777028 0.0161397
internal_weight=0 2887 166 2721 1385 1325 1336 667 1180 1126 203 149 607 552 658 304 124 923 678 156 354 297 180 245
internal_count=2979 2887 166 2721 1385 1325 1336 667 1180 1126 203 149 607 552 658 304 124 923 678 156 354 297 180 245
is_linear=0
shrinkage=0.16829


Tree=3504
num_leaves=12
num_cat=0
split_feature=3 150 4 0 0 16 3 3 0 1453 4
split_gain=0.97685 0.411381 0.448136 0.754139 0.724236 0.633595 0.501868 0.439608 0.485269 0.443822 0.127141
threshold=0.31966500000000003 0.12364000000000001 0.31392000000000003 -0.037444999999999992 -0.10147999999999999 -0.33811499999999994 0.12955000000000003 -0.17010999999999998 0.098975000000000021 -0.078889999999999988 0.23355000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 10 7 -7 9 -9 -1
right_child=-2 -3 3 -5 -6 6 -8 8 -10 -11 -12
leaf_value=0.022928168239295853 -0.01225797028244645 -0.0070769573798314953 0.0050278884236477145 0.016774996290268959 -0.015908611262316602 0.018104312202716806 0.020131501582760728 0.019702142438345685 -0.0093549511983216579 0.0056806277853281399 0.012749961872959755
leaf_weight=75 83 64 93 56 94 84 75 66 59 2163 67
leaf_count=75 83 64 93 56 94 84 75 66 59 2163 67
internal_value=0 0.00625205 0.0065539 -0.000349065 -0.00548673 0.0072025 0.00656715 0.0061375 0.00569738 0.00609661 0.0181384
internal_weight=0 2896 2832 243 187 2589 2447 2372 2288 2229 142
internal_count=2979 2896 2832 243 187 2589 2447 2372 2288 2229 142
is_linear=0
shrinkage=0.16829


Tree=3505
num_leaves=35
num_cat=0
split_feature=12 12 43 156 16 13 48 48 160 13 16 49 16 150 16 15 43 16 12 43 12 43 16 51 16 12 12 16 481 402 484 42 12 15
split_gain=11.2025 1.95769 1.81832 2.01337 1.80122 1.60225 1.48725 1.80111 1.87293 1.32541 1.37809 1.13182 0.834463 0.750774 0.71967 0.698123 0.679061 0.964487 0.82325 0.752758 0.630274 0.527636 0.482365 0.368506 0.383178 0.364152 0.438131 0.324737 0.296962 0.299613 0.277996 0.616019 0.432817 0.143351
threshold=0.056995000000000011 0.096425000000000025 -0.11760499999999999 0.10613500000000002 -0.39761999999999992 1.0000000180025095e-35 0.095850000000000005 0.081520000000000023 0.085865000000000011 -1.0000000180025095e-35 -0.11082499999999999 0.10281000000000001 0.0097750000000000007 0.082085000000000019 -0.055004999999999991 -0.021954999999999999 -0.083349999999999994 0.066010000000000013 0.084565000000000015 -0.036849999999999994 0.11296000000000002 -0.007069999999999999 0.41378500000000007 -0.025069999999999999 -0.13800499999999996 0.11005500000000001 0.11697000000000002 -0.08151499999999999 -1.0000000180025095e-35 0.10401000000000001 -0.084749999999999978 -0.087244999999999975 0.087995000000000004 0.096995000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 -1 5 -3 6 7 9 -9 10 -4 -8 25 16 -11 -15 17 30 21 23 22 -18 -14 -20 -25 27 -27 -6 -21 -30 -2 -32 -33 -29
right_child=1 4 3 -5 12 -7 11 8 -10 14 -12 -13 20 15 -16 -17 18 -19 19 28 -22 -23 -24 24 -26 26 -28 33 29 -31 31 32 -34 -35
leaf_value=0.0016419817446826348 0.0019205613806112967 0.00087389114949849801 0.0010623837502861751 0.0016664885045513042 0.0012835251108537903 0.00049919491828491252 0.00047049296907060776 0.0017916073434724848 0.0010244194583408175 0.0015231361894311984 0.00048212897198510451 0.0010972183991604346 0.001207272005775621 0.0011720771548216369 0.0010417580513432847 0.0016329930928603736 0.001564994530507726 0.002124965026473964 0.001762233969923482 0.0019792688772519466 0.0010055797432072283 0.001118303319911582 0.0015855807746399772 0.001749442522937852 0.0014324933194520286 0.0019695963402096969 0.0015620933333850508 0.0016902346530944098 0.0016783175037270637 0.0018970877764183996 0.0018899772977331887 0.0016637155089388627 0.001276338466864404 0.0014561665285985652
leaf_weight=68 54 59 121 58 54 58 69 83 60 66 71 58 64 67 71 79 67 78 69 52 52 52 90 52 235 52 68 74 446 84 76 84 52 52
leaf_count=68 54 59 121 58 54 58 69 83 60 66 71 58 64 67 71 79 67 78 69 52 52 52 90 52 235 52 68 74 446 84 76 84 52 52
internal_value=0 0.00158766 0.00112536 0.00107618 0.00142097 0.00102401 0.00107477 0.0011602 0.00146996 0.00102546 0.000847994 0.000756991 0.00148469 0.00164852 0.00127392 0.00142172 0.00167213 0.00180046 0.00163033 0.00166331 0.00132198 0.0013701 0.00142859 0.0015429 0.00149004 0.0015963 0.00173897 0.00150099 0.0017369 0.00171306 0.00170517 0.00165014 0.00151586 0.00159391
internal_weight=0 2112 783 715 565 657 599 472 143 329 192 127 506 1547 137 146 1401 344 1057 938 206 119 154 356 287 300 120 180 582 530 266 212 136 126
internal_count=2895 2112 783 715 565 657 599 472 143 329 192 127 506 1547 137 146 1401 344 1057 938 206 119 154 356 287 300 120 180 582 530 266 212 136 126
is_linear=0
shrinkage=0.0032998


Tree=3506
num_leaves=17
num_cat=0
split_feature=3 0 0 1 481 10 42 15 15 475 3 1 3 51 4 4
split_gain=0.956042 1.20788 1.37489 0.85435 0.723107 0.728771 0.728382 0.801023 3.68541 0.631931 0.625144 0.58365 0.51115 0.443856 0.582817 0.501171
threshold=-0.18945499999999996 -0.018054999999999998 0.098975000000000021 0.10234000000000001 0.063455000000000011 -0.084119999999999986 -0.015084999999999998 -0.0058149999999999999 0.043560000000000008 -0.086169999999999983 -0.080054999999999987 0.11239500000000001 0.092005000000000017 -0.22508999999999998 0.043640000000000005 -0.0083549999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 11 -1 5 -2 13 9 -9 -8 -10 -3 -11 -7 15 -15
right_child=1 2 -4 -5 -6 6 7 8 10 12 -12 -13 -14 14 -16 -17
leaf_value=-0.02370211990106575 0.020971132878153276 0.020608895126817257 0.00048763120056018584 0.0037485335402692656 0.024152851488451886 0.023342458314295666 0.020996759298352114 -0.035187640773995957 -0.0010607485798464697 0.0033546402343346579 0.0095963198383770005 0.042939595074880668 0.013363945495797723 0.0082762291150951326 -0.0043070542736366709 0.022292173311036997
leaf_weight=54 86 90 73 79 62 64 78 79 378 773 265 53 178 410 85 88
leaf_count=54 86 90 73 79 62 64 78 79 378 773 265 53 178 410 85 88
internal_value=0 0.00721805 0.0193046 -0.00738334 0.00619193 0.00574291 0.00519603 0.00341159 -0.000883327 0.00642688 0.00332856 0.0288979 0.00522999 0.0100225 0.00855723 0.0107565
internal_weight=0 2762 216 133 2546 2484 2398 1751 722 1029 643 143 951 647 583 498
internal_count=2895 2762 216 133 2546 2484 2398 1751 722 1029 643 143 951 647 583 498
is_linear=0
shrinkage=0.16829


Tree=3507
num_leaves=27
num_cat=0
split_feature=2 2 2 12 133 15 12 160 15 3 51 42 484 3 12 12 12 15 2 1213 42 484 42 15 3 15
split_gain=13.398 5.41205 5.05645 3.53976 1.81405 0.891447 0.869879 0.927131 0.7863 0.752445 0.76954 0.695812 0.95728 0.838527 1.20269 0.627077 0.581099 1.17121 0.485452 0.40509 0.338473 0.327883 0.309454 0.278321 0.281538 0.155224
threshold=0.10523 -1.0000000180025095e-35 0.16993500000000003 0.085465000000000013 0.087455000000000019 -0.035654999999999992 -0.087789999999999993 -0.076594999999999983 -0.080724999999999977 0.10402500000000002 0.024640000000000006 -0.015084999999999998 -0.084749999999999978 0.018975000000000002 0.084130000000000024 0.097145000000000023 0.087745000000000004 -0.076594999999999983 0.12860500000000002 0.085565000000000016 0.091485000000000025 -0.23874499999999996 0.079890000000000017 0.089545000000000013 -0.074234999999999982 -0.075094999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 5 -1 -2 -8 -5 10 11 19 21 14 -14 -10 17 -12 25 23 -18 -13 -17 24 -3 -9
right_child=2 9 -4 8 -6 -7 7 18 15 -11 16 12 13 -15 -16 22 20 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00095652251383143889 0.0011185112746570098 0.0015771529973361254 0.00011223272129008184 0.00098248064585590889 0.00049072951487905234 0.0014790164241926971 0.0011071140959675932 0.00061254600868861499 0.0016526735555329305 0.0011658075021001347 0.0015655711199050258 0.0015055777378605642 0.0011422462967110027 0.0018371887907251791 0.0014657770765599846 0.0011340885544976064 0.0016814271961569725 0.00217486691082783 0.00038397247714029922 0.0018681068641567095 0.001354459466879639 0.0018346350347302354 0.0014390252377374402 0.0014218976620587267 0.0018095929225019761 0.00084863748424116048
leaf_weight=87 77 250 70 61 60 61 52 62 76 59 72 52 149 55 819 77 97 67 68 66 56 99 72 91 77 63
leaf_count=87 77 250 70 61 60 61 52 62 76 59 72 52 149 55 819 77 97 67 68 66 56 99 72 91 77 63
internal_value=0 0.00148289 0.00095264 0.00104934 0.000975729 0.00117211 0.000811765 0.000715215 0.0013167 0.00153538 0.00154654 0.00151883 0.0014751 0.00143869 0.00141601 0.00140715 0.00170374 0.00185951 0.000609444 0.00162484 0.00156198 0.00172155 0.00128168 0.00158634 0.00163199 0.000731818
internal_weight=0 2217 678 608 208 148 322 245 286 2009 1950 1658 1174 1023 968 225 292 139 193 484 153 151 149 418 327 125
internal_count=2895 2217 678 608 208 148 322 245 286 2009 1950 1658 1174 1023 968 225 292 139 193 484 153 151 149 418 327 125
is_linear=0
shrinkage=0.0032998


Tree=3508
num_leaves=27
num_cat=0
split_feature=1 12 2 475 4 52 1 1 43 2 4 4 1 1 2 52 1 51 4 4 14 1 475 43 4 15
split_gain=29.5997 7.00219 6.4318 2.6769 2.26193 1.75486 1.34432 1.30029 1.41069 1.28668 1.41326 1.01432 0.973864 0.862277 1.21751 0.926335 0.804034 0.755636 0.735975 0.735478 0.705154 0.658084 0.603456 0.555788 0.483385 0.649147
threshold=0.10054 0.085845000000000019 0.11426500000000002 -0.051584999999999992 0.046185000000000004 0.056265000000000009 0.083670000000000008 0.090195000000000011 -0.081694999999999976 0.10179000000000001 -0.34140499999999996 -0.07928499999999998 0.13991000000000003 0.10651500000000001 0.11018500000000002 -0.025999999999999995 0.11617500000000001 0.11515500000000002 -0.051789999999999996 -0.0083549999999999978 0.073890000000000011 0.10721500000000002 -0.079274999999999984 -0.0076899999999999998 0.18095500000000003 -0.052984999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 16 -2 7 12 24 9 -9 10 -1 -10 13 -5 -15 -16 21 19 -11 20 -12 -3 -21 -13 25 -6
right_child=1 2 -4 5 6 -7 -8 8 11 18 17 23 -14 14 15 -17 -18 -19 -20 22 -22 -23 -24 -25 -26 -27
leaf_value=0.002858764147791403 0.0019687996513019093 0.0021782381404380404 0.00097324787253195793 0.00076771814558931461 0.0021644713042980402 0.0015609045260040709 0.001556618378936993 0.0016776334575389778 0.0018526678392616867 0.0018095298923284859 0.0023159211795284718 0.0025834479419231397 0.00066846440123808162 0.0015435584736839662 0.0013188667054158153 0.00074867642359310719 0.0019505170350306708 0.0019675891188758302 0.0022603812947590263 0.0028561287736737122 0.0026912779253497206 0.0026669425227481979 0.0024550089221337906 0.0021748217796995015 0.0023295370924403978 0.0017125854183381551
leaf_weight=66 53 73 58 53 102 101 59 65 55 68 985 75 57 86 62 63 76 52 98 52 59 53 217 74 79 54
leaf_count=66 53 73 58 53 102 101 59 65 55 68 985 75 57 86 62 63 76 52 98 52 59 53 217 74 79 54
internal_value=0 0.00150731 0.0019429 0.00126881 0.00227411 0.00118081 0.0020042 0.00231662 0.00210314 0.00235255 0.00238462 0.00223854 0.00106111 0.00114575 0.00124053 0.00103177 0.00222113 0.00236167 0.00207591 0.00237725 0.00233717 0.00238408 0.00253268 0.00238074 0.00211642 0.00200828
internal_weight=0 735 260 475 2160 422 294 1866 269 1597 1431 204 321 264 211 125 202 1365 166 1313 1044 126 269 149 235 156
internal_count=2895 735 260 475 2160 422 294 1866 269 1597 1431 204 321 264 211 125 202 1365 166 1313 1044 126 269 149 235 156
is_linear=0
shrinkage=0.0032998


Tree=3509
num_leaves=28
num_cat=0
split_feature=1 12 2 2 1 2 16 12 150 49 2 124 150 14 16 15 15 12 16 12 16 12 2 2 16 131 12
split_gain=53.7103 12.1036 8.94713 2.88807 2.7251 2.1152 3.20116 1.99478 1.51395 1.36977 1.20416 1.08863 1.6758 1.04437 1.03319 1.48273 0.782141 0.743066 1.81946 0.688372 0.601694 0.555326 0.484293 0.341627 0.303082 0.272525 0.249284
threshold=0.10075500000000003 0.085845000000000019 0.11426500000000002 0.12860500000000002 0.090195000000000011 0.14132000000000003 0.0054050000000000009 0.10700500000000002 0.084680000000000019 0.088930000000000009 0.10179000000000001 -0.084389999999999979 0.084525000000000003 0.076450000000000004 0.066010000000000013 -0.0073449999999999991 -0.068309999999999996 0.083885000000000015 -0.06859999999999998 0.090600000000000014 -0.43279999999999996 0.095775000000000013 0.089545000000000013 0.11382000000000002 -0.024304999999999997 0.085925000000000015 0.095110000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 7 4 10 6 9 16 19 11 13 -2 20 14 17 -16 -3 18 -1 -6 -13 24 -19 -23 -12 26 -21
right_child=1 2 -4 -5 8 -7 -8 -9 -10 -11 21 12 -14 -15 15 -17 -18 22 -20 25 -22 23 -24 -25 -26 -27 -28
leaf_value=0.0021466599570907911 0.00078570230876782077 0.0022864945728589795 0.00028337665980255819 0.001123429930363067 0.0015035611205167615 9.4919353405302544e-05 0.0011961239066649281 0.0012246762093003833 0.0011074273183008091 0.0009606885388987234 0.0020884718721207959 0.00028348159967323677 0.00069402466404978674 0.002354672356535211 0.0019435412368011555 0.0025783720116527324 0.0017770887330168757 0.0020198114686935261 0.0015049260148459044 0.0015847473937145422 -0.0001821818460375583 0.0014521293613743594 0.0018672129371586107 0.0017861845528583063 0.0017365003190253265 0.0020447814648250052 0.0019003942844320798
leaf_weight=79 54 52 58 53 99 94 89 56 52 53 57 55 62 82 94 71 93 749 125 52 67 77 337 62 54 56 63
leaf_count=79 54 52 58 53 99 94 89 56 52 53 57 55 62 82 94 71 93 749 125 52 67 77 337 62 54 56 63
internal_value=0 0.000852119 0.00142583 0.00188584 0.00190498 0.00053856 0.00064821 0.00175532 0.0016249 0.000480514 0.00195543 0.000373437 0.000252255 0.00199014 0.00196957 0.00221692 0.00196002 0.0019379 0.00175361 0.00172444 2.74597e-05 0.00174191 0.00197249 0.00160139 0.00191756 0.0018521 0.00175797
internal_weight=0 733 259 2162 2109 474 380 201 322 291 1787 238 184 1537 1455 165 145 1290 204 270 122 250 1086 139 111 171 115
internal_count=2895 733 259 2162 2109 474 380 201 322 291 1787 238 184 1537 1455 165 145 1290 204 270 122 250 1086 139 111 171 115
is_linear=0
shrinkage=0.0032998


Tree=3510
num_leaves=30
num_cat=0
split_feature=39 16 0 52 16 42 0 11 52 0 39 123 16 43 0 0 0 16 52 0 52 133 43 133 475 52 43 51 159
split_gain=38.8894 15.5326 7.30426 6.91808 6.09028 4.535 4.34325 10.9059 4.24316 2.95211 2.66275 2.22143 2.17173 2.13161 2.09337 2.91747 1.70551 1.62543 1.48481 1.62981 1.02289 0.710905 0.707949 0.668013 0.491861 0.476486 0.310244 0.181951 0.00390427
threshold=0.082115000000000007 -0.26194999999999996 -0.063819999999999988 1.0000000180025095e-35 0.073820000000000011 -0.032499999999999994 -0.10071499999999999 0.074925000000000005 0.0054700000000000009 -0.11167499999999998 0.11592000000000001 0.083715000000000026 0.035560000000000008 -0.066724999999999993 -0.15445999999999996 -0.13409999999999997 -0.13955999999999996 -0.11082499999999999 -0.43279999999999996 0.027395000000000006 0.11330000000000001 -0.0047449999999999992 -0.013934999999999998 -0.010904999999999998 -0.076114999999999988 0.40431 -0.081354999999999983 -0.092879999999999976 -0.44792999999999994
decision_type=2 2 2 2 2 2 2 2 2 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 16 8 -2 7 14 -4 -5 11 -7 20 24 -3 -16 -1 -13 27 -20 21 23 -23 -8 -14 -22 -26 -6 -27
right_child=5 2 4 9 18 10 12 -9 -10 -11 -12 17 13 -15 15 -17 -18 -19 19 -21 25 22 -24 -25 26 28 -28 -29 -30
leaf_value=8.1373009288641682e-05 0.0013242886698909947 0.0014630906271169098 0.00013628841482843233 0.0019301434445360517 0.0020242728681521696 0.0010185537614497034 0.002018704025861079 0.0026923377903849159 0.0013292688268917174 0.00092332528470894708 -0.00039430073998037704 -0.00012830279533290181 0.0020079008663377467 0.00099806880877307733 0.0002439109101460998 0.0012572562823489884 0.00076503982266614107 0.00051766508830326547 0.0010446640000568148 0.0017213133617078437 0.0015502498995950266 0.0019494395455001538 0.0016809799391887695 0.0024059817876158399 0.0018260206083062871 0.0018262675638672299 0.0015145968615016758 0.0017530834945574058 0.0019062308051779071
leaf_weight=72 53 96 65 72 57 53 424 59 65 57 53 73 58 52 55 71 89 101 76 80 102 561 135 56 62 53 86 58 56
leaf_count=72 53 96 65 72 57 53 424 59 65 57 53 73 58 52 55 71 89 101 76 80 102 561 135 56 62 53 86 58 56
internal_value=0 0.00163643 0.00172619 0.000916045 0.0013207 0.000439011 0.00181059 0.00143093 0.00073305 0.00148554 0.000271315 0.000426879 0.00187543 0.00159664 0.00109553 0.000815203 0.000459519 0.000246453 0.00160246 0.00139189 0.00192726 0.00196542 0.00189742 0.00206396 0.00174756 0.00171439 0.0016453 0.00188781 0.00186767
internal_weight=0 2617 2327 290 401 333 1926 281 130 129 280 227 1645 258 222 126 161 174 271 156 1387 1176 696 480 206 211 148 115 109
internal_count=2950 2617 2327 290 401 333 1926 281 130 129 280 227 1645 258 222 126 161 174 271 156 1387 1176 696 480 206 211 148 115 109
is_linear=0
shrinkage=0.0032998


Tree=3511
num_leaves=29
num_cat=0
split_feature=1 50 1 10 43 13 49 160 48 475 47 1429 133 133 12 403 160 15 12 1 1 16 15 1212 133 43 1 403
split_gain=1.97038 1.40041 0.968974 1.26399 1.43966 0.900286 0.807967 0.7576 0.68639 0.60889 0.55645 0.572437 0.498311 0.478787 0.448627 0.429381 0.989652 0.635041 0.621096 0.612484 0.987826 0.539258 0.415776 0.311814 0.287074 0.230702 0.218882 0.202998
threshold=0.089680000000000024 0.021890000000000003 0.13962500000000003 -0.07564499999999999 0.00042000000000000007 -0.14847499999999997 0.0065400000000000015 -1.0000000180025095e-35 0.089350000000000013 -0.050399999999999993 0.081320000000000017 0.086095000000000019 0.091785000000000019 0.088155000000000011 0.085425000000000015 -0.085254999999999984 -0.015149999999999999 0.079600000000000018 0.08598500000000002 0.085720000000000005 0.078705000000000011 -0.088604999999999975 -0.40166999999999992 0.040035000000000008 -0.0082649999999999998 -0.025879999999999997 0.1062 -0.41776999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 6 -1 8 -3 9 -5 11 15 26 -13 -12 16 -7 19 24 20 -17 -20 -4 27 -19 -25 -9 -18
right_child=1 7 22 4 -6 10 -8 12 -10 -11 14 13 -14 -15 -16 17 23 18 21 -21 -22 -23 -24 25 -26 -27 -28 -29
leaf_value=0.033118543689750334 0.028713902490801361 0.00016377709913838035 -0.003275203917289758 0.01504433183235364 -0.025418338266388538 -0.014556818113078178 -0.011122507232084512 0.02098204356122645 0.021239971909180061 0.00046451252946247401 0.035564144187815658 0.035472824044575794 0.011069899080279742 0.012976524274600373 0.015210858218671817 0.0087122806068558063 0.010099621049189588 0.019978085228118544 0.0028499796226205266 -0.0068536604799259897 0.032560636146083018 0.017208866063771217 -0.023827585653210248 0.00886906249396603 0.035716168537590597 0.024225201058142801 0.036551314529526382 -0.0013954718851559508
leaf_weight=64 52 67 57 105 52 56 89 52 74 358 52 52 80 56 76 561 109 76 99 61 54 298 55 54 59 58 52 72
leaf_count=64 52 67 57 105 52 56 89 52 74 358 52 52 80 56 76 561 109 76 99 61 54 298 55 54 59 58 52 72
internal_value=0 0.0044791 0.00118786 0.00342599 0.00148385 0.013488 0.00372141 0.0155127 0.00618492 0.00377483 0.0127863 0.011962 0.021092 0.0238247 0.0234934 0.0111381 0.00592892 0.0126415 0.0169951 0.00921271 0.0108092 0.0136327 -0.0133839 0.00985042 0.0268695 0.0168374 0.028784 0.00551706
internal_weight=0 1093 842 730 678 1857 626 251 537 463 1793 1665 184 108 128 1557 349 1208 532 676 615 397 112 293 135 112 104 181
internal_count=2950 1093 842 730 678 1857 626 251 537 463 1793 1665 184 108 128 1557 349 1208 532 676 615 397 112 293 135 112 104 181
is_linear=0
shrinkage=0.16829


Tree=3512
num_leaves=23
num_cat=0
split_feature=1 0 0 1 3 3 12 0 52 13 52 3 52 50 1 1452 1456 1429 0 3 158 12
split_gain=1.36311 1.13482 1.29252 0.940144 0.913771 0.728283 0.702585 0.695667 0.668182 0.622414 0.581867 0.487849 0.484597 0.474293 0.418084 0.412517 0.538651 0.414464 0.385778 0.343695 0.340128 0.214245
threshold=0.089680000000000024 -0.13843999999999998 -0.06612999999999998 0.13891000000000003 -0.01223 -0.0042999999999999991 0.023990000000000004 -0.105195 -0.054584999999999995 -0.14847499999999997 -0.085924999999999987 -0.15624499999999999 -0.013125 0.12170000000000002 0.091600000000000015 0.086470000000000005 -0.090374999999999997 0.084895000000000012 -0.21196999999999996 -0.078484999999999985 0.085110000000000005 0.10184000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 7 5 -2 6 -4 -3 -6 -1 -9 -11 -12 15 -14 16 -13 20 -10 -16 -18 -8
right_child=1 2 3 -5 8 -7 21 10 18 11 12 13 14 -15 19 -17 17 -19 -20 -21 -22 -23
leaf_value=0.027545031821111857 -0.026239091074527161 0.028816894511705649 -0.011912745967324733 -0.01605500425040756 0.01362110887683388 0.020576113004491046 0.0016994541994462605 0.025241651598351119 -0.017286090004420416 -0.0054031009602850061 -0.0058084652175136491 -0.0043755287407548386 -0.0028533617016191872 -0.0029665579075299278 0.024420609497843318 0.024426698091295062 0.010298003992202594 0.023314648147448314 0.0011699868576496989 0.0095455707847724031 0.019668603503981356 0.015000693335560601
leaf_weight=64 52 64 91 87 60 59 87 60 63 52 65 61 55 65 60 69 1343 83 65 168 120 57
leaf_count=64 52 64 91 87 60 59 87 60 63 52 65 61 55 65 60 69 1343 83 65 168 120 57
internal_value=0 0.00372615 0.00660354 -0.000683384 -0.0064931 0.00385925 -0.000330105 0.0124894 -0.00102189 0.0112197 0.00992379 0.010636 0.00727762 0.0111161 0.0102896 0.0116633 0.0111142 0.0117265 -0.00789983 0.0134679 0.0110678 0.006977
internal_weight=0 1093 853 381 240 294 235 472 188 1857 408 1793 348 1741 283 1676 1607 1546 128 228 1463 144
internal_count=2950 1093 853 381 240 294 235 472 188 1857 408 1793 348 1741 283 1676 1607 1546 128 228 1463 144
is_linear=0
shrinkage=0.16829


Tree=3513
num_leaves=27
num_cat=0
split_feature=3 2 2 0 2 0 34 155 2 52 2 3 3 0 0 52 131 151 3 3 3 160 475 51 1212 3
split_gain=16.3082 4.49694 4.26664 3.95514 2.96724 2.59606 2.09164 1.99895 2.13597 1.6553 1.60675 1.75628 1.06317 0.930957 0.778581 0.688321 0.714698 0.682399 0.936728 0.896958 0.641545 0.638605 0.508722 0.496869 0.367085 0.266641
threshold=-0.059315 0.11891500000000001 -1.0000000180025095e-35 -0.042499999999999989 0.10274500000000002 -0.12851999999999997 -0.085489999999999997 0.10517000000000001 0.10121500000000001 0.056265000000000009 0.088855000000000003 -0.14719499999999996 -0.14539499999999997 -0.06612999999999998 -0.11073999999999999 0.11916 0.089055000000000009 -0.044604999999999992 0.093925000000000022 0.076825000000000018 0.13772500000000001 -0.089599999999999985 -0.08230999999999998 -0.010655 0.10626500000000001 -0.070099999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 10 17 -6 -2 8 -5 20 12 -12 -1 15 -13 21 -17 -4 19 -19 -3 -14 -16 -24 -23 -25
right_child=1 9 4 7 5 -7 -8 -9 -10 -11 11 14 13 -15 22 16 -18 18 -20 -21 -22 24 23 25 -26 -27
leaf_value=0.0020932096110585145 0.0012306629915692377 0.00062559961387604886 0.0018374009065024043 0.0012691556984984365 0.00064200757123431896 0.0015084675871920332 0.00041524682577467778 0.0016591113838580515 0.00047930287932060556 0.0010336232941149568 0.00089569076950782442 0.0011388550895676988 0.0019741938122456006 0.0012474684766827517 0.0018709665811194411 0.0017360991181802903 0.0012306256750495982 0.0013970224767253284 0.0011721400812178034 0.0019492543464458916 0.00020410156736336925 0.0016992616841949716 0.0013236521158521166 0.0016179938800387512 0.0014214398405540691 0.001386869469082208
leaf_weight=65 52 89 64 88 99 61 101 57 65 75 52 52 91 58 54 54 72 81 84 54 71 826 103 358 57 67
leaf_count=65 52 89 64 88 99 61 101 57 65 75 52 52 91 58 54 54 72 81 84 54 71 826 103 358 57 67
internal_value=0 0.00101567 0.00116817 0.00156125 0.00133233 0.000972566 0.000692612 0.00113086 0.000933828 0.000628774 0.00160858 0.00148033 0.00168049 0.0016573 0.00152822 0.00167887 0.00144754 0.00153561 0.00144725 0.00161818 0.00043878 0.00170876 0.00156295 0.00153138 0.00168137 0.00158164
internal_weight=0 831 596 2119 443 160 153 210 153 235 1909 686 1223 1158 634 1100 126 283 219 135 160 974 582 528 883 425
internal_count=2950 831 596 2119 443 160 153 210 153 235 1909 686 1223 1158 634 1100 126 283 219 135 160 974 582 528 883 425
is_linear=0
shrinkage=0.0032998


Tree=3514
num_leaves=25
num_cat=0
split_feature=12 2 3 3 43 0 43 40 16 2 3 41 0 49 43 16 0 16 52 49 43 16 52 51
split_gain=26.0862 7.06941 5.69738 4.90258 4.58963 2.01053 3.73304 2.38882 1.66706 1.52722 1.49938 1.2162 1.27439 0.956057 0.842757 0.831575 0.823479 0.822434 0.878324 0.735303 0.936096 0.519406 0.509253 0.434489
threshold=0.056995000000000011 0.13447000000000003 0.11745500000000002 0.076825000000000018 -0.116045 -0.068669999999999995 -0.049364999999999992 -0.062739999999999976 -0.082119999999999985 0.10179000000000001 -0.10175499999999998 1.0000000180025095e-35 -0.063509999999999983 0.053250000000000006 -0.04133499999999999 -0.116045 -0.11214999999999999 -0.16956499999999999 0.11916 0.10322500000000003 -0.064539999999999986 0.26768500000000006 0.40431 -0.10925999999999998
decision_type=2 2 2 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 -1 6 15 -7 -5 11 -11 12 17 16 -14 -6 -4 -2 21 20 -12 -19 -20 -10
right_child=1 -3 13 8 5 7 -8 -9 23 10 19 -13 14 -15 -16 -17 -18 18 22 -21 -22 -23 -24 -25
leaf_value=0.0020920810838742456 0.0017510833288232571 0.00097040400065419872 0.000905368171718734 0.0014949490098147482 0.00061604627299915397 0.0012168990170877583 0.0018484793324934938 0.00039119586035945376 0.0019230450790099917 0.0014421847927874078 0.0023556833332369956 0.0024525163786232353 0.001388507147290641 0.0011856353562558286 0.0019610345718714655 0.0011927708081901436 0.00041336305382495023 0.0021235916777947025 0.001668643049090697 0.0016367001043018131 0.0018294328167898909 0.0018076051573794178 0.0020085057684606066 0.002341208894181053
leaf_weight=59 91 73 76 71 52 78 83 75 53 91 70 80 53 52 61 58 73 1236 81 59 80 61 125 59
leaf_count=59 91 73 76 71 52 78 83 75 53 91 70 80 53 52 61 58 73 1236 81 59 80 61 125 59
internal_value=0 0.00198072 0.00127953 0.00144355 0.00124075 0.00109548 0.00131974 0.000812373 0.00189216 0.00201602 0.00179721 0.00205272 0.00203397 0.000799537 0.00169517 0.000920458 0.000664555 0.00205818 0.00207675 0.00195162 0.00207525 0.00210876 0.00187504 0.00214364
internal_weight=0 2161 789 588 405 346 193 153 183 2088 300 1788 1708 201 114 110 149 1594 1503 209 150 1297 206 112
internal_count=2950 2161 789 588 405 346 193 153 183 2088 300 1788 1708 201 114 110 149 1594 1503 209 150 1297 206 112
is_linear=0
shrinkage=0.0032998


Tree=3515
num_leaves=29
num_cat=0
split_feature=1 1 457 1 4 1 159 133 133 1 13 159 484 1 1 13 4 1212 48 4 4 4 131 4 13 13 1 133
split_gain=30.9897 7.0154 5.92519 2.56054 2.16866 1.72226 1.56164 0.81031 1.04639 0.935318 0.835373 0.825282 0.842425 0.825138 0.924911 0.697179 0.650353 0.520741 0.496817 0.788159 0.575656 0.318909 0.256481 0.42748 0.230667 0.156205 0.128567 0.110686
threshold=0.10075500000000003 0.13707500000000003 0.079020000000000021 0.11829500000000003 0.24099500000000004 0.14860500000000001 0.083310000000000009 0.11524500000000001 0.15630500000000003 0.087055000000000007 -0.007069999999999999 0.041590000000000009 1.0000000180025095e-35 1.0000000180025095e-35 0.083250000000000005 0.066150000000000014 0.26846000000000009 0.087865000000000013 0.087770000000000015 -0.074729999999999977 0.010535000000000001 -0.076164999999999997 0.088565000000000019 -0.075324999999999989 -0.074349999999999986 0.15867500000000004 0.091535000000000019 0.40658000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 7 -3 18 9 -9 11 22 13 24 15 -15 17 -5 -1 19 -2 -21 27 23 -11 -13 -17 -12 -10
right_child=1 5 -4 16 -6 -7 -8 8 21 10 26 12 -14 14 -16 25 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.001991019886920273 0.0015253919687404931 0.00081575663335983089 0.00048743706764903504 0.0013197255382091601 0.0013423628025649918 0.00013010763782146683 0.0011347460273653737 0.0013398565328456428 0.0018494242440764183 0.0018141655248577828 0.00150954821555036 0.001833157954668631 0.0015322612307315027 0.0025598963749018833 0.0020278203876699283 0.0016092485341744562 0.00092930131811531425 0.0022162977199094132 0.0014756855590115337 0.0022250451580989408 0.0017675021333067942 0.0016951930912853959 0.0017910081492505472 0.0021794778329654583 0.0021143014215067187 0.0018703421858908276 0.0017095740996019404 0.0020282956866739354
leaf_weight=825 68 95 84 96 72 69 60 52 81 64 71 73 80 64 83 54 92 133 65 55 69 91 91 82 62 53 81 87
leaf_count=825 68 95 84 96 72 69 60 52 81 64 71 73 80 64 83 54 92 133 65 55 69 91 91 82 62 53 81 87
internal_value=0 0.00113146 0.00129957 0.00143459 0.00190721 0.000527497 0.0016158 0.00192632 0.00176947 0.00195316 0.00180874 0.0019925 0.0018026 0.00202616 0.00225971 0.00199389 0.00112885 0.00202233 0.00172797 0.00181319 0.00197073 0.00185559 0.00193197 0.00201958 0.00196254 0.0017389 0.00161637 0.00194226
internal_weight=0 753 589 505 2199 164 317 2127 311 1816 389 1427 215 1212 147 1065 188 958 257 192 124 259 237 146 135 107 152 168
internal_count=2952 753 589 505 2199 164 317 2127 311 1816 389 1427 215 1212 147 1065 188 958 257 192 124 259 237 146 135 107 152 168
is_linear=0
shrinkage=0.0032998


Tree=3516
num_leaves=20
num_cat=0
split_feature=1 149 49 49 1 133 41 2 1208 1 13 133 15 15 12 13 15 15 13
split_gain=1.6156 0.726484 0.689616 0.696415 0.503369 0.501005 1.144 0.591718 0.591422 0.586484 0.890944 0.584514 0.483956 0.430619 0.406749 0.336427 0.171551 0.534524 0.336523
threshold=0.14860500000000001 0.079475000000000004 -0.034759999999999992 -0.054684999999999991 0.100925 -0.081844999999999987 0.085175000000000015 0.084395000000000012 0.10128000000000001 0.080320000000000016 -0.092844999999999997 0.118995 -0.076594999999999983 0.08517000000000001 0.081685000000000021 -0.084744999999999987 -0.10436999999999999 -0.011749999999999998 -0.087809999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 14 7 8 13 9 11 -11 -7 -6 -4 -1 -16 -9 -18 -19
right_child=-2 -3 5 -5 12 6 -8 16 -10 10 -12 -13 -14 -15 15 -17 17 18 -20
leaf_value=0.022814098414727878 -0.014424532215518537 0.028212573277024772 0.037917736877837727 -0.013194356935427596 -0.0128451649937638 0.014328339022928809 0.035443061549061843 0.020308695114501302 0.027922477581032841 -0.0086061590210571789 0.008534977279626264 0.0038792314872633893 0.0090262752494130131 0.018006685703747579 0.015698955510204081 -0.0032433532490226779 0.00043351846564401985 0.0060237779931115159 0.02214907725664975
leaf_weight=72 69 73 57 55 54 875 53 80 53 97 743 184 61 68 54 52 85 55 112
leaf_count=72 69 73 57 55 54 875 53 80 53 97 743 184 61 68 54 52 85 55 112
internal_value=0 0.0116219 0.0111903 0.00417006 0.00743573 0.0121818 0.0110332 0.0172173 0.0103695 0.00987865 0.00655345 0.0125145 -0.00122817 0.0271005 0.0130433 0.00638955 0.0134908 0.0113192 0.0168491
internal_weight=0 2883 2810 348 293 2462 2005 457 1952 1899 840 1059 115 125 178 106 332 252 167
internal_count=2952 2883 2810 348 293 2462 2005 457 1952 1899 840 1059 115 125 178 106 332 252 167
is_linear=0
shrinkage=0.16829


Tree=3517
num_leaves=9
num_cat=0
split_feature=1456 39 16 1455 158 9 160 151
split_gain=0.727318 0.54797 0.50636 0.348725 0.585616 0.408804 0.422669 0.469952
threshold=-0.23978499999999997 0.11651500000000002 0.63563000000000014 0.10575500000000002 0.11174500000000002 0.089020000000000016 -0.54243999999999992 0.098750000000000018
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 -2 -8
right_child=1 -3 -4 -5 -6 -7 7 -9
leaf_value=0.027671638175947446 0.021429718068361473 -0.006360380351580131 -0.0071390388661955037 0.022381345747634868 -0.0040874971037862737 0.022830128781085972 0.0093031361730826559 -0.004667863190094889
leaf_weight=59 79 66 53 58 91 65 2411 70
leaf_count=59 79 66 53 58 91 65 2411 70
internal_value=0 0.00878196 0.00913612 0.00944772 0.00917086 0.00963117 0.00929534 0.00890823
internal_weight=0 2893 2827 2774 2716 2625 2560 2481
internal_count=2952 2893 2827 2774 2716 2625 2560 2481
is_linear=0
shrinkage=0.16829


Tree=3518
num_leaves=21
num_cat=0
split_feature=4 3 2 2 2 3 43 3 43 3 3 3 3 4 1429 133 2 3 42 42
split_gain=47.2284 16.3854 8.59619 4.81317 3.66184 3.2293 2.88614 2.7413 1.68795 1.38995 1.12009 2.09408 1.00433 1.15399 0.939228 1.89284 1.00127 0.704462 0.503947 0.261949
threshold=0.31392000000000003 0.28833000000000003 0.13388500000000003 -1.0000000180025095e-35 0.099845000000000003 0.31395500000000004 -1.0000000180025095e-35 -0.14186499999999996 -0.049364999999999992 -0.026279999999999998 -0.084854999999999986 -0.14088999999999999 -0.082634999999999986 0.42642000000000008 0.084710000000000021 0.085895000000000013 0.08647500000000001 0.083395000000000011 -0.04034999999999999 0.09112000000000002
decision_type=2 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 12 -1 -5 -4 10 11 -6 -2 -14 16 -16 -9 -11 -12 -15
right_child=5 -3 8 4 9 -7 -8 14 -10 17 18 -13 13 19 15 -17 -18 -19 -20 -21
leaf_value=0.00095731778531529485 0.0011146956234368319 0.00035386585388372038 0.00069324577854884583 0.0027134396850809952 0.0020451689853170515 1.1770405134708588e-05 0.0020001305778591339 0.0022450908222109529 0.0015358168666426766 0.0012411756178427674 0.0018338965059275527 0.0012033358190530997 0.00027072313054627019 0.0010332300329627473 0.0014303738298135885 0.0022727439697490339 0.0020821913551335677 0.001780603735622356 0.0022053245192037072 0.0007130704983806975
leaf_weight=64 89 64 52 100 83 66 53 912 52 52 56 53 52 54 57 60 767 55 151 60
leaf_count=64 89 64 52 100 83 66 53 912 52 52 56 53 52 54 57 60 767 55 151 60
internal_value=0 0.00200375 0.00204487 0.00208413 0.00211673 0.000662872 0.00143 0.00218035 0.00111487 0.00184862 0.00195141 0.00171736 0.000831254 0.000679077 0.00215065 0.00186266 0.0021707 0.00151878 0.00210501 0.000865034
internal_weight=0 2631 2567 2463 2346 321 117 1896 104 450 343 136 255 166 1796 117 1679 107 207 114
internal_count=2952 2631 2567 2463 2346 321 117 1896 104 450 343 136 255 166 1796 117 1679 107 207 114
is_linear=0
shrinkage=0.0032998


Tree=3519
num_leaves=12
num_cat=0
split_feature=2 3 3 1348 484 14 475 157 49 42 159
split_gain=1.32045 0.734579 0.606717 0.473979 0.468981 0.468715 0.454019 0.616139 0.241198 0.306383 0.141822
threshold=0.17553000000000005 -0.24149499999999999 0.28833000000000003 0.084490000000000023 -0.085604999999999987 -1.0000000180025095e-35 0.037885000000000009 -0.096394999999999995 -0.0069299999999999995 0.084805000000000005 0.091005000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -6 7 -7 -3 -10 -4
right_child=-2 2 10 -5 5 6 -8 -9 9 -11 -12
leaf_value=-0.0056584230532716554 -0.014330679185573535 0.027899251775221887 -0.0087595697313974583 -0.0043754917585881606 0.021357906983580654 -0.0087824137519647554 0.024405904858361558 0.0097333898072706829 0.0061603163254460693 0.021101560086685622 0.0035969558505828418
leaf_weight=87 67 56 52 59 102 52 58 2204 66 96 53
leaf_count=87 67 56 52 59 102 52 58 2204 66 96 53
internal_value=0 0.00955728 0.010031 0.0105205 0.0108548 0.0101786 0.00968507 0.00930581 0.0183407 0.0150255 -0.00250536
internal_weight=0 2885 2798 2693 2634 2416 2314 2256 218 162 105
internal_count=2952 2885 2798 2693 2634 2416 2314 2256 218 162 105
is_linear=0
shrinkage=0.16829


Tree=3520
num_leaves=21
num_cat=0
split_feature=4 39 14 16 48 150 11 11 15 48 15 151 1375 16 403 4 4 15 4 16
split_gain=32.2503 8.6539 2.66863 3.13849 2.66701 2.63346 1.6292 1.86829 1.34217 1.24227 1.13173 1.12187 0.865359 0.918839 1.17955 0.861491 0.774488 1.9321 0.467477 0.31349
threshold=0.31392000000000003 0.08456000000000001 -0.45687499999999998 -0.42170999999999997 0.088875000000000023 0.08926000000000002 1.0000000180025095e-35 0.084110000000000004 -0.050529999999999999 0.092600000000000016 -0.052984999999999997 0.055120000000000009 0.048435000000000006 -0.071129999999999985 0.091575000000000017 0.10055500000000002 0.6224900000000001 -0.18498499999999998 0.0072100000000000003 -0.063769999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 16 6 8 11 -8 18 10 -3 12 13 15 -15 -1 17 -4 19 -6
right_child=2 9 3 -5 5 -7 7 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.001912263279891473 0.0012261505581027856 0.0014685686752586885 0.0011872345273013754 -0.0002096160903263702 0.0014596476799482233 0.00082777065934534636 0.0026108516685816514 0.0018525022937698097 0.0011655374391963361 0.00069069482257653266 0.00085984436938155336 0.001326691790675351 0.0021453365403835125 0.001690511857268777 0.0021998459990587743 0.0016121193294066762 0.00031092989228921614 0.00042295102306731544 0.0020157713152542346 0.0017757037827509758
leaf_weight=746 61 91 68 59 57 54 59 90 54 64 53 55 80 876 53 123 52 77 55 93
leaf_count=746 61 91 68 59 57 54 59 90 54 64 53 55 80 876 53 123 52 77 55 93
internal_value=0 0.0017205 0.00060557 0.00045756 0.0017766 0.00149197 0.00181937 0.00215302 0.00163032 0.00107445 0.00124477 0.00179363 0.00180729 0.00179223 0.00171961 0.00186982 0.000657553 0.000781617 0.00175258 0.00165584
internal_weight=0 2603 317 256 2395 313 2082 149 259 208 144 1933 1878 1798 929 869 197 145 205 150
internal_count=2920 2603 317 256 2395 313 2082 149 259 208 144 1933 1878 1798 929 869 197 145 205 150
is_linear=0
shrinkage=0.0032998


Tree=3521
num_leaves=31
num_cat=0
split_feature=4 3 1 1 376 4 48 1 2 1 15 49 160 160 3 2 3 1 3 484 15 15 3 15 3 43 43 1 49 15
split_gain=22.3336 6.93577 5.72977 2.26619 1.66837 1.35278 1.30413 1.58162 1.09274 0.921448 1.14964 0.872437 1.09789 0.850673 1.01436 0.807311 1.08474 0.757845 0.639374 0.549381 0.525692 1.05344 0.515229 0.530885 0.417636 0.368197 0.441678 0.318158 0.29416 0.278861
threshold=0.31392000000000003 -0.071369999999999975 0.10373000000000002 0.14684500000000003 0.048375000000000008 -0.47860499999999995 0.094180000000000014 0.11392000000000001 0.090020000000000017 0.11392000000000001 -0.42443999999999993 -0.06017999999999999 -0.043349999999999993 -0.23244499999999998 0.092005000000000017 0.093870000000000023 -0.012814999999999998 0.080125000000000016 -0.023409999999999997 -0.084749999999999978 -0.080724999999999977 -0.032519999999999993 -0.097574999999999981 -0.040769999999999994 -0.084604999999999986 0.066010000000000013 0.012835000000000001 0.086665000000000006 0.086085000000000009 -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 2 2 2 2 2 2
left_child=1 8 5 9 6 -3 7 -4 19 -2 -11 -10 29 -7 15 16 -15 22 -17 24 27 -22 -14 -24 -1 26 -23 28 -21 -13
right_child=3 2 4 -5 -6 13 -8 -9 11 10 -12 12 17 14 -16 18 -18 -19 -20 20 21 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020163417298472205 0.00091865567405894234 0.0018390214389258238 0.00077498201380815743 -9.7111660130739188e-05 0.00029154691367250669 0.0016685896379835187 0.00062268498485130845 0.0015869477086498077 0.0010723778836433657 0.00073365865180907339 0.00018136994988495961 0.0013576794345702126 0.0012182280150076427 0.0011700564347223179 0.00089111280351904698 0.0013323752964395613 0.0017501176764348012 0.0018766748342898974 0.00091088109662640143 0.0014829413810688559 0.0012095127277350235 0.0016047513537756682 0.0014291385673804123 0.0017198560332786497 0.0016352488174091533 0.0018214287881897172 0.0012858137201124309 0.0019393207392945316 0.0018227545963965142 0.0010451039925207799
leaf_weight=67 94 65 53 52 58 69 83 52 59 102 69 83 55 58 65 121 91 78 59 57 81 694 143 136 62 80 52 72 58 52
leaf_count=67 94 65 53 52 58 69 83 52 59 102 69 83 55 58 65 121 91 78 59 57 81 694 143 136 62 80 52 72 58 52
internal_value=0 0.00145998 0.00119795 0.000532135 0.000781681 0.00139183 0.000932706 0.00117743 0.00157085 0.000655743 0.000511011 0.00145572 0.001497 0.00132897 0.00126941 0.00134404 0.00152456 0.00158193 0.00119441 0.00162787 0.0016036 0.0015704 0.00151299 0.00157098 0.00183345 0.00160574 0.00158257 0.00176443 0.00165463 0.00123754
internal_weight=0 2603 774 317 246 528 188 105 1829 265 171 606 547 463 394 329 149 412 180 1223 1094 907 334 279 129 826 746 187 115 135
internal_count=2920 2603 774 317 246 528 188 105 1829 265 171 606 547 463 394 329 149 412 180 1223 1094 907 334 279 129 826 746 187 115 135
is_linear=0
shrinkage=0.0032998


Tree=3522
num_leaves=15
num_cat=0
split_feature=4 14 16 151 3 4 52 2 155 475 52 3 2 15
split_gain=1.61054 1.08571 1.24575 1.04526 0.983139 0.820875 0.538678 0.519059 0.539688 0.497913 0.573282 1.16181 0.622197 0.409297
threshold=0.31392000000000003 -0.42227999999999993 -0.43491999999999992 0.053170000000000002 0.12168500000000002 -0.010264999999999998 -0.56096499999999982 -0.0098549999999999974 0.10915000000000001 0.0072950000000000003 0.11262000000000001 -0.086884999999999976 0.084095000000000017 -0.19153499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 13 -5 -1 -8 9 10 12 -12 -9 -3
right_child=1 2 -4 5 -6 -7 7 8 -10 -11 11 -13 -14 -15
leaf_value=0.02689607243999962 0.016703935220842778 0.015801480830672298 -0.029368113124643221 0.0088285790625923267 -0.020398992576936836 -0.019624414594073637 -0.00081180233975880998 0.018163833015205605 -0.0029046199835081853 0.027877857943016653 -0.01625017514544844 0.0097202585614332565 0.011139783327079643 -0.0023784164573090916
leaf_weight=64 70 70 55 60 52 55 97 492 69 56 57 337 1316 70
leaf_count=64 70 70 55 60 52 55 97 492 69 56 57 337 1316 70
internal_value=0 -0.00178897 -0.00703715 0.0109111 -0.000630902 -0.00476375 0.0116363 0.0112327 0.0117355 0.0121837 0.0117838 0.00595855 0.0130522 0.0066987
internal_weight=0 317 247 2603 192 115 2488 2424 2327 2258 2202 394 1808 140
internal_count=2920 317 247 2603 192 115 2488 2424 2327 2258 2202 394 1808 140
is_linear=0
shrinkage=0.16829


Tree=3523
num_leaves=25
num_cat=0
split_feature=1 3 1 1 2 52 14 16 1 41 52 3 42 3 3 124 3 403 1 52 42 16 13 1212
split_gain=34.6367 10.866 3.21497 2.99494 2.79295 2.1678 1.86125 1.82464 1.50774 1.3261 1.2371 1.17662 1.03693 0.948659 0.944788 0.799908 1.23435 0.692589 0.589782 0.55579 0.655341 0.530813 0.483188 0.403322
threshold=0.10123500000000001 -0.041789999999999994 0.11829500000000003 0.14684500000000003 0.11366500000000002 0.060690000000000008 0.076450000000000004 0.0054050000000000009 0.09518500000000002 0.077300000000000021 -0.11183499999999999 -0.080624999999999988 0.089720000000000008 -0.082974999999999979 -0.082294999999999993 -0.082389999999999977 0.0043700000000000006 -0.082179999999999989 0.09717000000000002 -0.27957499999999996 0.11382000000000002 -0.51287499999999986 -0.083914999999999976 0.087685000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 10 5 6 7 8 15 9 14 -2 -4 -6 -12 17 -3 -17 23 -10 -16 -21 -18 -19 -1
right_child=1 3 11 -5 12 -7 -8 -9 18 -11 13 -13 -14 -15 19 16 21 22 -20 20 -22 -23 -24 -25
leaf_value=0.0019919756277852379 0.0021584241886046128 0.0009552907224034034 0.00078392370991825933 8.4220589910098488e-05 0.0012313099215665126 0.0013757222217653099 0.0024212649624409562 0.0011740474919829959 0.0013077474088229474 0.0014663455360691736 0.0013196056055865134 0.0014783893666956776 0.0017483891098832047 0.001930715174936671 0.0015835749628545146 7.8436932437132923e-05 0.00044363026433588351 0.0022473940007596812 0.0017807734512009959 0.0019443490107805184 0.0015903870896040895 0.00088866702888529313 0.0020455159491877617 0.0017115734950523692
leaf_weight=199 78 52 55 61 78 75 89 81 53 59 58 52 94 54 60 55 56 197 65 736 63 62 407 81
leaf_count=199 78 52 55 61 78 75 89 81 53 59 58 52 94 54 60 55 56 197 65 736 63 62 407 81
internal_value=0 0.00109185 0.00158009 0.000763701 0.00191858 0.000872396 0.0019532 0.000748917 0.00193148 0.00195522 0.00183802 0.00112175 0.0015141 0.00161456 0.00197175 0.000595713 0.000487429 0.00204797 0.00156861 0.00189327 0.00191648 0.000677762 0.00211142 0.00191099
internal_weight=0 739 297 442 2181 381 2009 306 1920 1802 190 107 172 112 1743 225 173 884 118 859 799 118 604 280
internal_count=2920 739 297 442 2181 381 2009 306 1920 1802 190 107 172 112 1743 225 173 884 118 859 799 118 604 280
is_linear=0
shrinkage=0.0032998


Tree=3524
num_leaves=26
num_cat=0
split_feature=1 3 4 4 2 2 52 14 2 16 3 12 3 51 4 16 48 151 13 0 2 0 48 16 16
split_gain=25.5625 10.3526 4.29466 4.2237 2.39383 2.37372 2.11729 1.38754 1.19 3.91402 1.07749 1.31101 1.02303 1.00601 0.99875 0.973862 0.811864 1.37488 1.23027 0.733146 0.693704 1.24611 0.863465 0.386078 0.28416
threshold=0.095435000000000006 -0.049204999999999992 -0.16523499999999997 0.41939500000000002 0.16002500000000003 0.11366500000000002 0.12371000000000001 0.076450000000000004 0.099845000000000003 0.46043000000000006 0.085880000000000012 0.09253500000000002 -0.082824999999999982 -0.089539999999999995 0.018150000000000003 -0.0087049999999999992 0.092600000000000016 -0.0064299999999999991 -0.039559999999999991 -0.068419999999999995 0.08895500000000002 -0.097774999999999987 0.088875000000000023 -0.080004999999999979 0.035560000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 8 6 7 16 10 12 -10 11 13 -2 -1 19 -7 17 -4 -19 23 21 -15 -22 -13 -14
right_child=1 2 4 -5 -6 15 -8 -9 9 -11 -12 14 24 20 -16 -17 -18 18 -20 -21 22 -23 -24 -25 -26
leaf_value=0.0016590201065757803 0.002355110165163514 0.0017114625658295652 0.0012494088946828092 0.00081755130571026886 0.0001498254689544931 0.0018260252382960624 0.0015187105288078577 0.0023516724408913637 0.00088447725379331237 0.0021603353903420688 0.0015810281004028481 0.0017481127138924402 0.0019762956741440859 0.0025313923756235144 0.0013857658950701258 0.0013015886448398957 0.00052681903970942204 0.00096752723750936898 0.00039954905052509232 0.0014883846659324174 0.0019689008654617088 0.0020312773895498387 0.0015480341249591958 0.0019962257207032921 0.0016735817560406935
leaf_weight=95 54 66 82 55 53 66 52 84 52 53 100 111 67 59 62 95 87 99 72 55 292 776 66 193 74
leaf_count=95 54 66 82 55 53 66 52 84 52 53 100 111 67 59 62 95 87 99 72 55 292 776 66 193 74
internal_value=0 0.00122635 0.000925478 0.00165934 0.000808826 0.00190246 0.000897835 0.00193524 0.00181355 0.00152882 0.00191588 0.00193545 0.00196668 0.00198794 0.00177481 0.00151679 0.000802774 0.000897529 0.000728585 0.0018419 0.0020141 0.00206666 0.00189141 0.00190575 0.00181767
internal_weight=0 866 511 355 445 2054 392 1893 300 105 1809 1709 195 1288 421 161 340 253 171 359 1193 835 358 304 141
internal_count=2920 866 511 355 445 2054 392 1893 300 105 1809 1709 195 1288 421 161 340 253 171 359 1193 835 358 304 141
is_linear=0
shrinkage=0.0032998


Tree=3525
num_leaves=20
num_cat=0
split_feature=3 40 3 157 157 12 11 3 3 3 156 3 13 0 474 3 13 0 157
split_gain=0.659472 0.647303 0.562066 0.782847 1.10042 0.63271 0.956446 0.840684 0.827428 0.596252 0.470394 0.551875 0.459499 0.486 0.373293 0.341045 0.310853 0.305168 0.29445
threshold=0.41720500000000005 0.0052450000000000005 -0.082294999999999993 -0.083614999999999981 -0.06266999999999999 0.093125000000000013 1.0000000180025095e-35 -0.10690999999999999 -0.15415499999999996 -0.082004999999999981 0.08759500000000002 0.12478500000000002 0.032645000000000007 1.0000000180025095e-35 0.083840000000000012 0.096440000000000012 0.0014600000000000001 -0.13843999999999998 -0.019179999999999999
decision_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 -5 6 7 -6 -7 -4 11 12 13 -11 -1 18 -10 -13 -12
right_child=-2 -3 9 4 5 8 -8 -9 16 10 15 17 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.036503783690699509 0.029338910300780233 -0.0066166909297434339 -0.0076134597309970116 -0.0075389694421211066 -0.0023443761408059494 -0.010670165126216968 0.03229951895286319 0.015909396266322252 0.0028075741979152824 0.011081233352513648 0.03098364020538609 0.0054722173631270047 -0.0014674872624530304 -0.0037654994626282073 0.018222173139260972 0.0067442425468803198 0.016522438303880813 -0.011577796149457283 0.01454376766146836
leaf_weight=54 53 62 61 76 81 62 89 596 74 1104 59 62 103 66 78 59 129 57 66
leaf_count=54 53 62 61 76 81 62 89 596 74 1104 59 62 103 66 78 59 129 57 66
internal_value=0 0.0103785 0.0107455 0.0134524 0.0119886 0.0134298 0.0158835 0.0137228 0.00633058 0.00869564 0.00932803 0.0082685 0.00929333 0.0102422 0.0257146 0.0173338 0.0115318 -0.0026795 0.0223178
internal_weight=0 2938 2876 1239 1107 1031 766 677 265 1637 1576 1392 1273 1170 132 184 203 119 125
internal_count=2991 2938 2876 1239 1107 1031 766 677 265 1637 1576 1392 1273 1170 132 184 203 119 125
is_linear=0
shrinkage=0.16829


Tree=3526
num_leaves=18
num_cat=0
split_feature=39 13 14 16 131 13 14 0 42 13 16 0 132 42 42 0 151
split_gain=12.0878 8.71284 5.14911 4.34318 2.09222 2.23217 2.09181 4.36798 2.02642 1.76005 1.46193 1.38966 1.22967 1.29278 1.00361 0.429504 0.131564
threshold=0.0047850000000000011 -0.17030499999999998 -0.31108499999999994 -0.40885499999999991 0.081725000000000006 -0.087809999999999985 0.073890000000000011 -0.11167499999999998 -0.026374999999999999 -0.0083299999999999989 -0.028104999999999995 -0.018054999999999998 0.096880000000000008 0.084645000000000012 0.087475000000000011 -0.108275 -0.0008699999999999999
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 -2 7 10 -7 14 -5 -10 13 -9 -4 -1 -11
right_child=4 2 3 6 -6 8 -8 12 11 16 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0011241271848700838 0.0017159239581994276 0.00078031047324992296 0.0020164156357521373 0.0015583497162791797 0.00051884659255608612 0.0016106999142742257 0.0024249149789569253 0.0019981555976242736 0.00061885951697513981 0.0012093350156760826 0.00084612265210277753 0.0012599111799534498 0.0015398084465171914 0.0018268804606290468 0.0013735399988498681 0.00075137862975121052 0.0009750176253654748
leaf_weight=76 73 52 52 78 56 52 73 959 99 54 53 59 103 979 55 62 56
leaf_count=76 73 52 52 78 56 52 73 959 99 54 53 59 103 979 55 62 56
internal_value=0 0.00176474 0.00180907 0.00183078 0.00110271 0.00121811 0.00187391 0.00185538 0.0010449 0.00138437 0.00127047 0.000858463 0.0018929 0.00191165 0.00168629 0.000956916 0.00109037
internal_weight=0 2652 2514 2462 339 283 2245 2172 210 217 131 158 2041 1938 107 138 110
internal_count=2991 2652 2514 2462 339 283 2245 2172 210 217 131 158 2041 1938 107 138 110
is_linear=0
shrinkage=0.0032998


Tree=3527
num_leaves=19
num_cat=0
split_feature=4 43 12 4 147 1446 124 1446 147 3 4 50 159 160 160 4 0 12
split_gain=0.742245 1.05932 1.43583 0.800048 0.727638 0.703671 0.60055 0.556393 0.551588 0.592721 0.771583 0.434943 0.389516 1.01137 0.659946 0.37138 0.575952 0.167316
threshold=0.00023500000000000005 -0.15961499999999998 -0.14823499999999998 -0.00090499999999999988 0.088410000000000016 0.088585000000000011 -0.083769999999999983 0.083735000000000018 0.08975000000000001 -0.090889999999999985 0.41377500000000006 0.11875500000000001 0.087175000000000016 -0.081494999999999998 0.085305000000000006 0.31392000000000003 -0.15184499999999998 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 7 -4 11 9 10 -8 12 14 -14 -1 16 -11 -17
right_child=1 2 6 -5 -6 -7 8 -9 -10 15 -12 -13 13 -15 -16 17 -18 -19
leaf_value=0.013251918417916481 -0.016367777492686961 0.034562280449801322 -0.011504875496438409 0.032203597662524557 0.030175687891538992 0.025842794403208184 0.031988817407210712 -0.0049881534406309887 -0.0091108546593661657 0.024886985687063379 0.0042479728206294932 -0.00064549018456897304 -0.015577620425640844 0.012224196702371855 2.0114131895773994e-05 0.0034393232293053414 0.0063580496543544328 -0.0093571853545210918
leaf_weight=1380 55 53 52 54 57 85 63 66 55 53 52 90 53 123 116 65 467 52
leaf_count=1380 55 53 52 54 57 85 63 66 55 53 52 90 53 123 116 65 467 52
internal_value=0 0.00630342 0.00767263 0.0119762 0.0114209 0.0108611 0.00601145 0.0101635 0.00714236 0.00833349 0.0194608 0.010732 0.0113455 0.00384185 0.0122271 0.00632182 0.00825003 -0.00223266
internal_weight=0 967 912 2024 1970 1913 859 1828 807 752 115 1762 1672 176 1496 637 520 117
internal_count=2991 967 912 2024 1970 1913 859 1828 807 752 115 1762 1672 176 1496 637 520 117
is_linear=0
shrinkage=0.16829


Tree=3528
num_leaves=11
num_cat=0
split_feature=10 12 10 11 4 1186 0 447 147 16
split_gain=0.548527 0.718144 0.888207 0.60666 0.807155 0.634727 0.508976 0.483152 0.709014 0.215361
threshold=0.057650000000000007 -0.10063999999999999 -0.11133 0.079700000000000007 0.51292000000000015 0.084620000000000015 0.12321500000000001 0.088115000000000013 1.0000000180025095e-35 -0.015214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 9 8 -4 -5
right_child=-2 2 3 6 -6 -7 -8 -9 -10 -11
leaf_value=0.023196870326358227 -0.0060600411834739413 -0.012288604914370079 0.0082663096760682182 0.018013368734750009 -0.012411053343666746 0.02613190435772075 0.0053070074885919428 0.021036934038420215 -0.0077379209633067934 0.033445371965388472
leaf_weight=95 72 58 2339 52 53 57 52 80 81 52
leaf_count=95 72 58 2339 52 53 57 52 80 81 52
internal_value=0 0.00879445 0.00830931 0.00874187 0.00813135 0.00855784 0.018945 0.00815643 0.00772989 0.0257466
internal_weight=0 2919 2824 2766 2610 2557 156 2500 2420 104
internal_count=2991 2919 2824 2766 2610 2557 156 2500 2420 104
is_linear=0
shrinkage=0.16829


Tree=3529
num_leaves=30
num_cat=0
split_feature=4 10 4 16 151 40 16 52 52 51 4 51 16 3 1446 133 133 16 160 52 4 160 4 47 52 42 133 3 3
split_gain=0.486464 0.665644 0.633287 0.741457 0.693728 0.507131 0.602175 1.12106 1.22649 0.843049 0.627602 0.466958 0.602695 0.95457 0.406411 0.554056 0.391439 0.895669 0.342638 0.319763 0.307623 0.299053 0.369267 0.644216 0.42655 0.375052 0.28868 0.205909 0.108783
threshold=0.00023500000000000005 1.0000000180025095e-35 -0.0062699999999999987 -0.0043399999999999992 0.067425000000000013 -0.049004999999999993 -0.0069549999999999985 -0.092084999999999986 0.0054700000000000009 -0.084074999999999997 -0.049994999999999991 0.11917000000000001 -0.095264999999999989 0.081495000000000012 0.037915000000000011 -0.0054649999999999985 0.092550000000000007 -0.0073699999999999989 -0.060659999999999992 0.40565000000000007 -0.026469999999999997 0.081025000000000014 0.40736500000000003 0.077735000000000012 0.06136500000000001 0.088060000000000013 0.056015000000000002 -0.077754999999999977 0.11878500000000002
decision_type=2 2 2 2 2 2 2 2 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 26 5 -1 9 20 10 -7 -9 12 21 16 15 -11 17 -14 -19 -10 27 22 23 24 -2 28 -4 -8 -24
right_child=1 -3 3 -5 -6 6 7 8 19 14 -12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 -23 25 -25 -26 -27 -28 -29 -30
leaf_value=0.018467210254675705 -0.010822759548299952 -0.013891890314527559 0.018027615430775721 0.034370739044949708 0.024147491711581266 0.026993126009458593 0.0076618385314234051 -0.028930799285329722 0.0148482035582392 0.010829084193933398 -0.0051013065091370458 0.019900228549508757 -0.0077933904413808727 -0.020362083571737254 0.018246419780645361 0.0026388315164931021 -0.0081253998295054888 0.003385821598954565 0.020185542873758171 -0.0023356956277155809 -0.0011647346185400228 0.016659243548305148 0.023105710232814592 0.0158324161625439 0.0064086178217277589 0.00042258589247821682 0.0014206357881737968 0.017853125875608503 0.012494231376315085
leaf_weight=102 101 56 68 55 69 66 165 70 55 427 57 56 84 61 89 519 72 55 93 69 74 90 53 65 68 54 53 86 59
leaf_count=102 101 56 68 55 69 66 165 70 55 427 57 56 84 61 89 519 72 55 93 69 74 90 53 65 68 54 53 86 59
internal_value=0 0.00390825 0.00850097 0.0181543 0.00758063 0.00693706 0.00623469 0.00182178 -0.00662247 0.00854173 -0.0182498 0.00500442 0.00402668 -0.00114599 0.00736338 0.0063376 0.00270397 0.00607255 0.0139545 0.00527171 0.00834887 0.00788346 0.00590442 0.00158886 -0.00387879 0.011977 0.0107683 0.0111608 0.0175318
internal_weight=0 967 2024 176 1848 1779 1677 576 251 1101 127 911 855 365 1035 946 304 232 148 124 325 490 400 234 169 166 121 251 112
internal_count=2991 967 2024 176 1848 1779 1677 576 251 1101 127 911 855 365 1035 946 304 232 148 124 325 490 400 234 169 166 121 251 112
is_linear=0
shrinkage=0.16829


Tree=3530
num_leaves=15
num_cat=0
split_feature=0 15 11 4 484 457 457 3 2 15 16 51 52 16
split_gain=1.16465 2.60761 0.599436 0.430518 0.398316 0.406252 0.493952 0.474556 0.942881 0.837486 0.322783 0.308811 0.306106 0.121172
threshold=0.024295000000000001 -0.037394999999999991 0.091445000000000012 -0.46195999999999998 0.11628500000000001 0.11129500000000002 0.085510000000000017 0.41110500000000005 0.13751000000000005 0.091955000000000023 -0.074029999999999999 -0.057604999999999996 0.11916 -0.013819999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 11 5 6 7 8 9 -1 -10 -3 -6 -8
right_child=1 3 -4 -5 12 -7 13 -9 10 -11 -12 -13 -14 -15
leaf_value=0.0047704628926420276 -0.03874009764047262 0 0.024664033738174787 -0.0079531524102369119 0.025769610988527501 -0.0068309554236728734 0.01188788484373665 0.021452382571117565 0.00034956504417478187 0.013298598399961855 -0.01609324001145937 0.015695837382255856 0.0074465723194071685 0.023482543231000772
leaf_weight=1795 52 65 52 65 52 68 52 54 65 399 70 78 52 52
leaf_count=1795 52 65 52 65 52 68 52 54 65 399 70 78 52 52
internal_value=0 -0.00503012 0.00675731 0.00338873 0.00640644 0.00598978 0.00634105 0.00584446 0.0054818 0.00632221 -0.00816303 0.0085567 0.0166254 0.0177025
internal_weight=0 260 2711 208 2659 2555 2487 2383 2329 2194 135 143 104 104
internal_count=2971 260 2711 208 2659 2555 2487 2383 2329 2194 135 143 104 104
is_linear=0
shrinkage=0.16829


Tree=3531
num_leaves=15
num_cat=0
split_feature=15 39 13 147 42 16 15 15 13 15 15 49 39 13
split_gain=24.3531 12.8677 9.57895 6.67079 2.69008 2.60999 2.59141 2.43163 2.09796 1.59778 2.0534 0.962836 0.872401 0.592144
threshold=-0.2987999999999999 0.0047850000000000011 -0.27740999999999993 0.089430000000000023 -1.0000000180025095e-35 -0.50875499999999996 -0.43091499999999999 0.13954000000000003 -0.086874999999999994 -0.15973499999999999 0.039965000000000007 -0.050619999999999991 0.088485000000000008 -0.0062949999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 5 -3 -4 12 9 -6 -7 -11 -10 13 -1
right_child=1 4 3 -5 8 7 -8 -9 11 10 -12 -13 -14 -15
leaf_value=0.00055732250863696259 0.00055513780882899622 0.0015166661241810817 0.0011135053692441351 0.00073254537105998984 0.0011476072450086645 0.0022348966965006125 -0.00022396646732551054 0.0010433242474697983 0.00014624630185834311 0.0016222549444523853 0.001828733450850514 0.00070479395320197048 0.0003211651144118777 0.001055123754450246
leaf_weight=53 88 52 81 81 68 68 52 57 65 1123 994 70 67 52
leaf_count=53 88 52 81 81 68 68 52 57 65 1123 994 70 67 52
internal_value=0 0.00155278 0.00162504 0.00166419 0.000846475 0.00169666 0.000421034 0.00171771 0.000674627 0.00173528 0.00171922 0.000436125 0.000616239 0.000804188
internal_weight=0 2747 2492 2404 255 2323 224 2242 203 2185 2117 135 172 105
internal_count=2971 2747 2492 2404 255 2323 224 2242 203 2185 2117 135 172 105
is_linear=0
shrinkage=0.0032998


Tree=3532
num_leaves=22
num_cat=0
split_feature=4 12 13 13 159 12 157 41 4 12 51 13 1452 158 159 4 43 39 4 4 39
split_gain=29.1716 7.3863 3.85873 3.63263 3.48575 1.7516 1.53248 1.46784 1.07075 1.35268 1.06139 0.907445 0.883043 0.667539 0.995696 1.31082 0.622472 0.605394 0.5129 0.480923 0.405699
threshold=0.31392000000000003 0.078120000000000009 -0.0012399999999999998 0.044405000000000007 0.079875000000000015 0.14472000000000004 -0.019179999999999999 0.078150000000000011 0.51395000000000002 0.093740000000000004 0.086450000000000013 -0.052124999999999998 0.088450000000000015 0.085110000000000005 0.051140000000000012 -0.008114999999999999 -0.01418 0.082115000000000007 0.052250000000000012 -0.019794999999999997 0.08252000000000001
decision_type=2 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 10 7 -4 12 9 17 11 -1 13 14 18 -16 -15 -2 -3 -8 -10
right_child=8 5 3 -5 -6 -7 19 -9 20 -11 -12 -13 -14 16 15 -17 -18 -19 -20 -21 -22
leaf_value=0.0017609645874821936 0.0010783126827183869 0.0018000097471738889 0.0021934020014970487 0.00086575352065745284 0.00049219261722341986 0.0011832597422027111 0.001830690769450669 0.0022641576252078774 0.00016388178553319367 0.00031298905238787801 0.00092453393556880239 0.0011934295383902076 0.0013848872644912776 0.0018027381848810854 0.0011539130245136477 0.0018532517787582074 0.0022036261649827798 0.00066045804412194194 0.0016003673777809371 0.0014614402011106273 0.0005640468050555369
leaf_weight=62 99 1448 70 59 84 55 65 67 55 54 55 62 65 101 66 53 75 62 159 99 56
leaf_count=62 99 1448 70 59 84 55 65 67 55 54 55 62 65 101 66 53 75 62 159 99 56
internal_value=0 0.00167623 0.00133796 0.00159864 0.00104742 0.00176624 0.00178327 0.00178199 0.000629889 0.000765922 0.00130778 0.00147748 0.00176555 0.00177854 0.00175861 0.00146568 0.00197377 0.000917619 0.00178028 0.001608 0.000366084
internal_weight=0 2645 556 293 263 2089 234 2034 326 215 179 124 1967 1902 1726 119 176 161 1607 164 111
internal_count=2971 2645 556 293 263 2089 234 2034 326 215 179 124 1967 1902 1726 119 176 161 1607 164 111
is_linear=0
shrinkage=0.0032998


Tree=3533
num_leaves=13
num_cat=0
split_feature=0 15 124 14 15 40 129 456 457 48 0 13
split_gain=0.86719 1.98383 0.57352 0.492101 0.838957 0.530715 0.462293 0.419488 0.485054 0.605771 0.221161 0.265427
threshold=0.024295000000000001 -0.037394999999999991 0.0040150000000000003 -0.23835999999999999 -0.44792999999999994 -0.084924999999999987 -0.015799999999999998 0.091580000000000009 0.093880000000000019 -0.088594999999999993 0.064400000000000013 0.070890000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 -7 8 9 -8 -3 -12
right_child=1 10 -4 5 -6 6 7 -9 -10 -11 11 -13
leaf_value=0.0043915204076646029 -0.031611487837418982 0.013965755059754181 -0.0090311180671588959 -0.0069155914627326539 0.034523355977017646 0.0233822728217267 0.026712602429352146 -0.004738819546394899 -0.0044966131187727607 0.0083206274895772526 -0.0062606882327771989 0.0079949382207636834
leaf_weight=52 52 58 55 67 53 56 52 72 81 2223 66 84
leaf_count=52 52 58 55 67 53 56 52 72 81 2223 66 84
internal_value=0 -0.00220622 0.00796305 0.00831564 0.019618 0.00784973 0.00824871 0.00789893 0.0082859 0.00874181 0.00513646 0.00171049
internal_weight=0 260 2711 2656 105 2551 2484 2428 2356 2275 208 150
internal_count=2971 260 2711 2656 105 2551 2484 2428 2356 2275 208 150
is_linear=0
shrinkage=0.16829


Tree=3534
num_leaves=18
num_cat=0
split_feature=1 1 44 1 48 48 2 3 12 48 0 52 475 475 48 15 12
split_gain=0.961784 0.46534 0.605313 0.729489 0.625057 0.585878 0.851154 0.709861 1.23244 0.698356 1.15296 0.722654 0.513256 0.967642 0.530619 0.859348 0.567925
threshold=0.15390500000000004 0.14293000000000003 0.081710000000000019 0.10123500000000001 -0.078904999999999989 -0.068459999999999979 1.0000000180025095e-35 -0.014924999999999999 0.092735000000000026 0.085040000000000018 0.060910000000000006 -0.057374999999999995 -0.085774999999999976 -0.10067999999999998 0.090530000000000013 -0.071364999999999998 0.11878500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 8 -7 10 -8 -11 13 -6 16 -16 -14
right_child=-2 -3 -4 5 12 6 9 -9 -10 11 -12 -13 14 -15 15 -17 -18
leaf_value=-0.0082773378633562884 -0.015199614171279198 0.021806883589063377 0.0236830191053354 0.016107433391794632 0.012050211767849543 0.032047155257594565 -0.021071344327947144 -0.0092132096363166556 0.0020264472472043358 0.014405957339713286 0.0082252350144437301 -0.01075712647157461 0.0098084085132572746 -0.019090373626856234 0.0063918252835508402 -0.018454020945618866 -0.006443190613736955
leaf_weight=72 60 54 54 62 57 58 141 60 117 70 52 60 1720 56 163 52 63
leaf_count=72 60 54 54 62 57 58 141 60 117 70 52 60 1720 56 163 52 63
internal_value=0 0.00631742 0.00602403 0.00568319 0.00713011 0.000585704 -0.00113571 0.00656611 0.0119864 -0.00674477 -0.0131687 0.00277841 0.00765647 -0.00336639 0.00828078 0.000374241 0.00923317
internal_weight=0 2911 2857 2803 2183 620 558 235 175 323 193 130 2111 113 1998 215 1783
internal_count=2971 2911 2857 2803 2183 620 558 235 175 323 193 130 2111 113 1998 215 1783
is_linear=0
shrinkage=0.16829


Tree=3535
num_leaves=18
num_cat=0
split_feature=1 1 4 16 39 4 1 42 1 4 1 4 159 11 475 1 16
split_gain=37.0886 6.92868 5.5044 4.42113 2.94567 2.03706 1.97391 1.87712 1.27385 1.02286 1.82155 1.25147 0.876606 1.03281 0.435907 0.41369 0.310267
threshold=0.10910500000000002 0.13662500000000002 0.31392000000000003 0.058875000000000004 0.0047850000000000011 -0.010264999999999998 0.15028500000000003 0.073240000000000013 0.086215000000000014 -0.4950449999999999 0.10389500000000002 -0.16523499999999997 0.11448000000000001 1.0000000180025095e-35 -0.012204999999999999 0.14114500000000005 -0.25397999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 9 -2 15 16 -6 14 11 -11 13 -13 -1 -3 -7
right_child=1 6 -4 -5 8 7 -8 -9 -10 10 -12 12 -14 -15 -16 -17 -18
leaf_value=0.0024480835340139158 0.0014964010853502686 0.000435011008087161 0.00087846673273734698 0.0017567023609798642 0.0017877854566334664 0.00071170009456959858 -8.3448184013033494e-05 0.0011738044376508325 0.001177109762006258 0.0014690757406534375 0.0013056830277017916 0.0019352095320531175 0.0015631346404775537 0.0023579173563107268 0.0020293288531107604 0.00084945307382204344 0.00039064313102783163
leaf_weight=54 60 52 60 102 67 70 65 92 85 65 54 1834 67 66 58 54 63
leaf_count=54 60 52 60 102 67 70 65 92 85 65 54 1834 67 66 58 54 63
internal_value=0 0.000922277 0.00186651 0.00116674 0.00189172 0.000955471 0.000368812 0.000811067 0.00144652 0.00192249 0.00190588 0.00192181 0.00193676 0.00194991 0.00223154 0.000646474 0.000559885
internal_weight=0 558 2410 387 2350 285 171 225 152 2198 2086 2032 1967 1900 112 106 133
internal_count=2968 558 2410 387 2350 285 171 225 152 2198 2086 2032 1967 1900 112 106 133
is_linear=0
shrinkage=0.0032998


Tree=3536
num_leaves=19
num_cat=0
split_feature=12 10 1212 2 160 2 52 2 2 15 4 475 2 475 52 12 2 2
split_gain=1.24224 0.797789 0.586796 0.526102 0.730314 0.730649 0.70406 0.56863 0.459882 1.01174 0.46457 0.438374 0.730387 0.947668 0.444424 1.19571 0.529353 0.407261
threshold=-0.19698999999999997 -0.11133 0.11579500000000002 0.10384 -0.083899999999999988 0.10709500000000001 -0.41694999999999993 0.12299 0.095105000000000009 0.096995000000000012 -0.013125 -0.084144999999999984 0.086935000000000012 -0.085774999999999976 -0.076344999999999982 0.085785000000000014 -0.084369999999999987 0.10043500000000001
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 -8 11 10 -10 12 -3 -14 15 -13 -16 -12
right_child=1 2 -4 4 5 6 7 -9 9 -11 17 14 13 -15 16 -17 -18 -19
leaf_value=-0.015910671490738042 -0.010742800826096289 0.029980638581591969 0.022291647596723183 0.01727135658604215 -0.013107233817568937 0.016290961167861814 -0.00658981132648303 0.0067498387624681999 0.030608441212909173 -0.004202414734852028 0.0052075972905555263 -0.0083423138480199863 -0.0069747795105290829 0.024049494834628322 0.023941399668227094 0.011217807672010641 0.0074850805253876595 0.024858776769066671
leaf_weight=67 68 64 76 88 90 96 181 181 82 59 66 176 60 52 58 178 1271 55
leaf_count=67 68 64 76 88 90 96 181 181 82 59 66 176 60 52 58 178 1271 55
internal_value=0 0.00725962 0.00769236 0.00728926 0.00303951 0.00075082 0.00347794 7.50508e-05 0.00856274 0.0151705 0.0208099 0.0076305 0.0156298 0.00741331 0.0067929 0.00148793 0.00820462 0.0141548
internal_weight=0 2901 2833 2757 636 548 458 362 2121 262 203 1859 176 112 1683 354 1329 121
internal_count=2968 2901 2833 2757 636 548 458 362 2121 262 203 1859 176 112 1683 354 1329 121
is_linear=0
shrinkage=0.16829


Tree=3537
num_leaves=25
num_cat=0
split_feature=1 52 52 2 0 159 1 15 2 2 447 11 2 1 1 16 16 475 160 15 159 159 160 2
split_gain=46.2788 11.9436 8.07665 5.44469 4.70752 3.31231 2.30021 2.14505 2.90032 2.36906 2.02945 2.0157 1.84311 2.66573 1.12356 1.12296 0.73833 0.698805 1.25602 0.44316 0.876845 0.543419 0.356409 0.19311
threshold=0.098395000000000024 -0.41694999999999993 0.12456500000000001 0.17553000000000005 0.13304000000000002 0.11586 0.11378500000000001 -0.24211499999999997 0.10274500000000002 -0.007134999999999999 0.084420000000000009 1.0000000180025095e-35 0.08895500000000002 0.086115000000000011 0.11860000000000001 -0.43279999999999996 -0.11082499999999999 -0.084144999999999984 0.0088350000000000008 -0.087894999999999987 0.081780000000000005 0.041590000000000009 -0.082414999999999988 0.10449000000000001
decision_type=2 2 2 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 5 10 7 -4 15 9 -9 11 12 16 19 -10 -3 -1 22 -19 20 -14 -21 -18 -2
right_child=1 2 6 -5 -6 -7 -8 8 14 -11 -12 -13 13 -15 -16 -17 17 18 -20 21 -22 -23 -24 -25
leaf_value=0.0028383151693964497 0.0023550842848330412 0.0011244660231068959 0.002579425304671033 0.00023769959327863178 0.0014644532159785878 0.0019896254177034938 0.0016749831299810196 0.0012471536900037321 0.00085712620377302248 0.0021045869769882692 0.0018132557520113527 0.002913548660730317 0.0023621041283283686 0.0016383394161286434 0.0014418193119444236 0.00053592749421701904 0.0025495874147742257 0.0024996984135979791 0.0020543630367120913 0.0023502020352789976 0.0028513238850736773 0.0020157841727010705 0.0029293557465459906 0.0026458331222388616
leaf_weight=74 52 73 57 62 56 62 67 70 117 71 56 99 148 60 52 69 56 861 76 500 56 61 57 56
leaf_count=74 52 73 57 62 56 62 67 70 117 71 56 99 148 60 52 69 56 861 76 500 56 61 57 56
internal_value=0 0.00148442 0.00132673 0.00116214 0.00241028 0.00127358 0.00209102 0.00117528 0.00132932 0.00167916 0.00243544 0.00245243 0.00242899 0.00231003 0.00103724 0.000838734 0.00251628 0.00249355 0.00246361 0.00236266 0.00249657 0.0023139 0.00274146 0.00250617
internal_weight=0 808 700 576 2160 514 124 452 310 141 2104 2048 1949 825 169 142 1124 1050 937 765 204 561 113 108
internal_count=2968 808 700 576 2160 514 124 452 310 141 2104 2048 1949 825 169 142 1124 1050 937 765 204 561 113 108
is_linear=0
shrinkage=0.0032998


Tree=3538
num_leaves=31
num_cat=0
split_feature=12 2 2 2 15 2 2 2 15 133 2 12 41 12 42 15 402 132 15 2 2 15 2 47 2 12 402 2 42 2
split_gain=18.328 7.3449 4.22175 3.01591 2.53352 1.25531 1.23074 1.16319 1.12117 1.09938 0.990171 0.905865 2.97388 0.815771 0.571472 0.561944 0.529137 0.52014 0.471077 0.453006 1.10181 0.370579 0.859819 0.534853 0.398602 0.354897 0.28448 0.172473 0.120335 0.00143127
threshold=0.056995000000000011 0.13501500000000002 0.10979000000000001 0.079570000000000016 -0.0025249999999999995 0.10179000000000001 0.14132000000000003 0.093200000000000019 -0.24211499999999997 0.084675000000000014 0.12141500000000001 0.092735000000000026 0.075585000000000013 0.090455000000000021 0.083825000000000024 -0.097454999999999986 0.08406000000000001 0.083010000000000014 -0.058859999999999989 0.092645000000000019 0.08895500000000002 -0.039149999999999997 0.087865000000000013 0.10678000000000001 0.092855000000000007 -0.063029999999999989 -0.17341499999999996 0.11504500000000002 -0.048604999999999988 0.13270000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 8 7 11 10 -5 -1 -10 27 12 17 -7 28 -9 21 19 -16 20 -2 22 23 -13 26 -8 -23 -4 -15 -12
right_child=1 -3 6 4 -6 13 25 15 9 -11 29 16 -14 14 18 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00051519245381770535 0.0016970424005635692 0.00056443419256188858 0.00074521684966855344 0.001472472740284485 0.0018235432621879534 0.0010327819769906375 0.00021484787520007485 0.0011828778451814196 0.0013203520445799501 0.00068646717654034773 0.0010305505289723846 0.0010681525394312978 0.0023802731264965793 0.0014497469916570915 0.001465507192253322 0.00070424851690188673 0.0012422951506693618 0.0013718912776013563 0.0018931283708926998 0.0019560772869599828 0.0014017525006864491 0.001520150287358517 0.0017161427591259918 0.0015182052595324909 0.0014556171313082431 0.00059282051712834371 0.0018035450841463521 0.00047593801319937743 0.0012480538648940802 0.0010889369226118454
leaf_weight=68 879 77 52 79 98 53 55 54 69 53 52 65 64 64 64 54 65 71 52 57 165 56 80 53 91 54 141 54 75 54
leaf_count=68 879 77 52 79 98 53 55 54 69 53 52 65 64 64 64 54 65 71 52 57 165 56 80 53 91 54 141 54 75 54
internal_value=0 0.00156606 0.000980594 0.00117825 0.00139313 0.00160285 0.000688001 0.00116738 0.00085574 0.00104526 0.000834664 0.00163651 0.00168638 0.00140747 0.00148521 0.000943889 0.00152457 0.00164846 0.0016575 0.00166626 0.00165041 0.00156225 0.00145079 0.00127059 0.00163875 0.000402424 0.00172317 0.000608369 0.00134117 0.00106063
internal_weight=0 2172 796 475 285 2095 321 187 190 122 212 1787 1236 308 255 108 551 1172 116 1101 1044 486 198 118 288 109 197 106 139 106
internal_count=2968 2172 796 475 285 2095 321 187 190 122 212 1787 1236 308 255 108 551 1172 116 1101 1044 486 198 118 288 109 197 106 139 106
is_linear=0
shrinkage=0.0032998


Tree=3539
num_leaves=24
num_cat=0
split_feature=1 1 12 12 2 2 4 14 1 4 13 4 0 0 0 12 4 4 12 51 49 4 40
split_gain=150.129 29.2529 21.5905 14.4558 7.1801 6.16014 4.5615 3.34228 3.04113 2.98401 2.89684 2.34459 2.16137 2.06494 1.96987 1.7188 1.6752 1.10111 1.00125 0.885231 0.82328 0.710425 0.216699
threshold=0.10509 0.13601500000000002 0.087255000000000013 -0.025219999999999996 0.10179000000000001 0.16730000000000003 0.24099500000000004 0.073890000000000011 0.092845000000000025 0.10055500000000002 -0.0042049999999999995 0.50214500000000006 -0.11656999999999999 -0.028049999999999995 -0.14720499999999997 0.090285000000000018 -0.0064399999999999987 -0.036839999999999991 -0.089399999999999993 0.098910000000000012 0.047620000000000003 -0.27577999999999997 -0.061244999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 8 7 11 17 9 -1 12 18 -3 -5 16 -12 21 -6 -4 -2 -17 -18 -14 -20
right_child=1 5 6 4 13 -7 -8 -9 -10 -11 14 -13 15 -15 -16 19 20 -19 22 -21 -22 -23 -24
leaf_value=0.0090596535056617841 0.0077883697659997097 0.0076192953199039183 0.0098500089831722072 0.0092325820168657896 0.0097463028052504237 0.0057995394175679076 0.00833804714680309 0.010451428312792452 0.0081157429732098552 0.0091002609944546287 0.0076870743220303966 0.0067030472658008476 0.010274053832000675 0.008783994286901204 0.0085267474937347487 0.0097021055175034645 0.0089086643949969554 0.0092218802902707137 0.0074116667539606109 0.0092423377708282725 0.009396941736023812 0.0098679247623063501 0.0070894297265189652
leaf_weight=87 58 57 55 77 99 56 54 79 67 75 64 68 54 79 61 509 69 77 52 54 97 961 59
leaf_count=87 58 57 55 77 99 56 54 79 67 75 64 68 54 79 61 509 69 77 52 54 97 961 59
internal_value=0 0.00784393 0.00827052 0.00962801 0.009698 0.00671244 0.0091514 0.00978145 0.00864922 0.00975083 0.00771311 0.00712114 0.00978029 0.00925909 0.00809712 0.009807 0.00940059 0.00948387 0.00742887 0.00965807 0.0091942 0.00988957 0.00724071
internal_weight=0 661 480 2307 2153 181 186 1809 154 1730 294 125 1655 344 125 1578 265 132 169 563 166 1015 111
internal_count=2968 661 480 2307 2153 181 186 1809 154 1730 294 125 1655 344 125 1578 265 132 169 563 166 1015 111
is_linear=0
shrinkage=0.0032998


Tree=3540
num_leaves=20
num_cat=0
split_feature=10 10 15 149 16 13 0 16 0 0 15 0 151 13 0 16 0 16 4
split_gain=1.2322 1.33673 1.4119 0.639458 0.635098 0.929502 1.72745 0.446954 0.42577 0.523815 0.604012 1.29872 0.773939 0.541087 0.334233 0.3282 0.165052 0.249776 0.13115
threshold=-1.0000000180025095e-35 -0.23313499999999995 -0.035654999999999992 0.079475000000000004 0.24100000000000002 0.0014600000000000001 0.11737000000000002 0.073820000000000011 -0.22984499999999997 -0.15445999999999996 -0.029529999999999997 -0.060094999999999989 -0.089594999999999994 -0.10667999999999998 -0.074504999999999988 -0.116045 -0.061674999999999994 0.40955000000000003 0.028075000000000006
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 7 16 -7 8 15 13 12 -12 -11 -10 -9 -2 18 -18 -6
right_child=3 2 -4 -5 5 6 -8 14 9 10 11 -13 -14 -15 -16 -17 17 -19 -20
leaf_value=0.020902529516795176 0.01412421493703853 -0.027656701982702106 0.010213219216153301 0.0320164560264855 0.016097522381186856 -0.020550993732592338 0.017892208379815325 0.014979936277135033 0.015469849789578931 0.038843158816989423 0.014601490823472228 -0.0078301359516187094 0.017738489647122088 0.039710987236861443 0.032311002991915375 -0.0037833670585196055 0.011616024811026809 0.028036545077990145 0.0059208155243352578
leaf_weight=61 61 60 52 65 73 71 62 52 52 53 1140 78 720 53 82 55 53 53 72
leaf_count=61 61 60 52 65 73 71 62 52 52 53 1140 78 720 53 82 55 53 53 72
internal_value=0 0.000848206 -0.0100582 0.015495 0.015101 0.00874633 -0.00261659 0.0161404 0.0155666 0.0161163 0.0155033 0.0131635 0.0191878 0.027723 0.0255989 0.00561806 0.0147745 0.0198432 0.0110567
internal_weight=0 173 112 2795 2730 384 133 2346 2212 2096 1991 1218 773 105 134 116 251 106 145
internal_count=2968 173 112 2795 2730 384 133 2346 2212 2096 1991 1218 773 105 134 116 251 106 145
is_linear=0
shrinkage=0.16829


Tree=3541
num_leaves=12
num_cat=0
split_feature=10 10 16 124 10 132 1209 1210 1210 159 3
split_gain=0.852258 0.924494 1.18403 0.46174 0.68606 0.440826 0.291802 0.356898 0.347602 0.358704 0.220572
threshold=-1.0000000180025095e-35 -0.23313499999999995 -0.03614499999999999 -0.081294999999999992 0.057650000000000007 0.11741000000000001 -0.079544999999999991 -0.08211499999999998 -0.059899999999999995 0.081445000000000017 -0.010434999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 10 5 6 -5 -8 -9 -10 -2
right_child=3 2 -4 4 -6 -7 7 8 9 -11 -12
leaf_value=0.017384847448876091 0.029770906532811864 -0.026627214646519244 0.0080137549092830062 0.0015052388273520015 -0.0055294716744762294 0.025122246725199936 0.024759518954693499 -0.00058691509080167111 0.011746729647601071 0.017365338461447867 0.016176806659304779
leaf_weight=61 63 53 59 68 59 80 68 57 1937 388 75
leaf_count=61 63 53 59 68 59 80 68 57 1937 388 75
internal_value=0 0.000705462 -0.00836281 0.0128885 0.012394 0.0128017 0.0124096 0.0127115 0.0123668 0.0126851 0.0223958
internal_weight=0 173 112 2795 2657 2598 2518 2450 2382 2325 138
internal_count=2968 173 112 2795 2657 2598 2518 2450 2382 2325 138
is_linear=0
shrinkage=0.16829


Tree=3542
num_leaves=13
num_cat=0
split_feature=9 149 1443 4 0 1375 0 1 0 1446 1455 0
split_gain=0.729826 0.699592 0.805213 0.819456 1.38058 0.648807 0.989475 0.731952 0.363823 0.334299 0.581327 0.10294
threshold=-1.0000000180025095e-35 0.079475000000000004 0.088580000000000006 0.31392000000000003 -0.036459999999999992 -0.095554999999999987 -0.15029999999999996 0.089535000000000017 -0.17127999999999996 0.088585000000000011 -0.050099999999999992 -0.088659999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 8 -2 7 -7 -5 10 -8 -10
right_child=1 -3 -4 4 -6 6 9 -9 11 -11 -12 -13
leaf_value=-0.004369218159878255 -0.0060427396193790438 0.028023977516899327 -0.010517074356402709 0.002481989644680722 0.020661536435726251 0.015682557562895348 -0.0011672445250718445 0.040087261939087272 -0.018151053056008053 0.021344918206134336 0.011314600760763948 -0.0075284751586706805
leaf_weight=95 58 64 52 74 75 88 111 58 53 87 2101 52
leaf_count=95 58 64 52 74 75 88 111 58 53 87 2101 52
internal_value=0 0.0106099 0.0102125 0.0106042 0.00148819 0.0115285 0.0119461 0.0253899 -0.0065353 0.0110915 0.0106874 -0.0129075
internal_weight=0 2873 2809 2757 254 2503 2445 146 179 2299 2212 105
internal_count=2968 2873 2809 2757 254 2503 2445 146 179 2299 2212 105
is_linear=0
shrinkage=0.16829


Tree=3543
num_leaves=15
num_cat=0
split_feature=1212 402 402 4 4 0 38 3 16 4 12 402 1212 4
split_gain=0.409796 1.26888 0.593504 0.627667 0.589038 1.05209 0.679002 0.532582 0.718942 0.608695 0.5169 0.491929 0.318658 0.100631
threshold=-0.0049949999999999986 0.10783500000000001 0.095250000000000015 -0.5109999999999999 -0.082619999999999985 -0.097774999999999987 0.086545000000000011 -0.008624999999999999 -0.044939999999999987 -0.079614999999999977 0.088185000000000013 -0.088494999999999976 0.086550000000000002 -0.075169999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 5 -5 7 9 -9 -6 -1 -7 -13 -12
right_child=1 -3 -4 4 6 11 -8 8 -10 -11 13 12 -14 -15
leaf_value=0.026153530553851181 -0.0079688248439578613 -0.013130912175667196 0.024035782024418514 0.03417010789768684 -0.0024750397014076993 -0.0035286447590507125 0.026033172515180215 0.0059835940794967252 -0.0092478963191837613 0.0091835616550030065 0.0041002741753675531 0.010836974386901075 0.023919327361308876 0.013628012899062731
leaf_weight=81 67 79 68 62 139 59 53 289 126 1421 63 334 63 64
leaf_count=81 67 79 68 62 139 59 53 289 126 1421 63 334 63 64
internal_value=0 0.00788094 0.00850076 0.00809579 0.00851925 0.0135881 0.00722367 0.00671799 0.00135476 0.0081436 0.0156372 0.0107857 0.0129175 0.0089158
internal_weight=0 2760 2681 2613 2546 518 2028 1975 415 1560 208 456 397 127
internal_count=2968 2760 2681 2613 2546 518 2028 1975 415 1560 208 456 397 127
is_linear=0
shrinkage=0.16829


Tree=3544
num_leaves=11
num_cat=0
split_feature=9 149 16 1443 41 43 52 12 2 16
split_gain=0.473316 0.484143 0.735214 0.675923 0.352192 0.406359 0.504544 0.667698 0.545805 0.318157
threshold=-1.0000000180025095e-35 0.079475000000000004 -0.52541999999999989 0.08623500000000002 0.092540000000000025 0.41435500000000008 -0.049669999999999999 -1.0000000180025095e-35 0.084195000000000006 -0.54752499999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 4 5 6 8 -8 -4 -2
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11
leaf_value=-0.0046678752223764317 0.00398821389343603 0.021880879195716071 -0.0040822915916117804 -0.010158941681039863 0.021511210695598852 -0.0054667735508050199 0.020938369042132709 0.0087531301510331977 0.0068214185064223868 -0.013384951718299832
leaf_weight=95 53 64 162 59 54 64 139 1555 655 68
leaf_count=95 53 64 162 59 54 64 139 1555 655 68
internal_value=0 0.00739435 0.00706365 0.00764159 0.00804176 0.00775859 0.00809639 0.00975404 0.00465716 -0.00576037
internal_weight=0 2873 2809 2688 2629 2575 2511 1694 817 121
internal_count=2968 2873 2809 2688 2629 2575 2511 1694 817 121
is_linear=0
shrinkage=0.16829


Tree=3545
num_leaves=27
num_cat=0
split_feature=1 12 2 1 2 15 2 16 16 0 3 2 15 1 11 12 124 3 3 13 15 15 15 49 12 3
split_gain=30.0577 9.93036 5.07056 4.61285 2.42829 2.29219 1.90202 1.74967 1.56249 1.46875 1.13866 1.66263 0.963108 0.838995 1.14955 0.985391 0.650275 0.64646 0.584735 0.641952 0.517957 0.736765 0.503392 0.479056 0.394368 0.384789
threshold=0.11869500000000001 0.056995000000000011 0.14132000000000003 0.092485000000000026 0.10633000000000002 -0.07990499999999999 0.092250000000000013 -0.116045 0.39813000000000004 -0.14043999999999998 -0.005644999999999999 0.11203000000000002 -0.43587999999999999 0.11039500000000001 0.078340000000000007 0.090335000000000013 -0.082254999999999981 -0.098469999999999988 -0.084014999999999992 -0.0090849999999999976 -0.062134999999999989 0.11556000000000001 0.097415000000000015 0.085925000000000015 -0.042789999999999988 -0.095009999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 6 13 12 9 -4 20 -1 16 -12 -2 14 15 17 -5 -3 19 -17 -6 -22 -20 -19 -8 -10
right_child=2 4 7 10 8 -7 24 -9 25 -11 11 -13 -14 -15 -16 18 -18 23 22 -21 21 -23 -24 -25 -26 -27
leaf_value=0.0021754661777942399 0.00088811218157629148 0.0021747105647846664 0.00047658314923955332 0.00091594787135900564 0.00094196043670596841 0.0013004445106725355 0.0014389607862996454 -0.00029041201504966132 0.0019197395667532363 0.0014841624126940558 0.0014081061566315228 0.00077139237571889759 0.00032296465857086605 0.002175365073879562 0.001383916391107323 0.0012099213196553099 0.00043523328066831149 0.0017817760412609822 0.0018108099729413297 0.001630709914466296 0.0016227795776491496 0.00106666782974126 0.0015543549009653292 0.0019849886211331827 0.001045118865750271 0.0015323710963776938
leaf_weight=66 68 59 61 72 52 89 56 69 56 69 99 82 64 53 89 52 54 784 321 175 53 52 116 155 57 59
leaf_count=66 68 59 61 72 52 89 56 69 56 69 99 82 64 53 89 52 54 784 321 175 53 52 116 155 57 59
internal_value=0 0.00161482 0.000586623 0.00122251 0.00171968 0.000890821 0.00155745 6.92147e-05 0.00142835 0.00182239 0.000951835 0.00111984 0.000614368 0.00176358 0.0017511 0.00177074 0.000710207 0.00183664 0.00167164 0.00153447 0.00121354 0.00134771 0.00174282 0.00181536 0.00124061 0.00172131
internal_weight=0 2631 351 555 2076 221 248 130 272 135 307 181 132 1804 1751 1662 126 998 664 227 157 105 437 939 113 115
internal_count=2982 2631 351 555 2076 221 248 130 272 135 307 181 132 1804 1751 1662 126 998 664 227 157 105 437 939 113 115
is_linear=0
shrinkage=0.0032998


Tree=3546
num_leaves=25
num_cat=0
split_feature=3 2 2 2 2 16 16 0 16 49 160 3 0 3 16 16 14 0 43 0 50 2 16 42
split_gain=28.3129 9.96084 4.42667 3.61484 5.32911 2.09957 1.76756 1.65727 1.23639 1.26851 1.60685 1.18052 0.829403 0.815584 0.792145 0.753095 0.71894 1.20238 0.877187 2.59699 0.785271 0.569386 0.551744 0.456481
threshold=-0.049204999999999992 0.14132000000000003 0.11558500000000001 -1.0000000180025095e-35 0.10656 -0.39761999999999992 0.39813000000000004 -0.13955999999999996 -0.0038249999999999998 0.047620000000000003 0.052555000000000011 -0.13392999999999997 -0.067969999999999989 -0.082204999999999986 -0.116045 -0.28430999999999995 0.073890000000000011 -0.10228499999999999 -0.11366999999999998 -0.072924999999999976 -0.041284999999999995 0.088045000000000012 0.25968500000000005 -0.091149999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 8 11 13 15 9 10 -5 -1 -2 -4 -3 -6 17 -7 19 21 -20 -19 -10 -22
right_child=1 14 6 4 7 16 -8 -9 22 -11 -12 -13 -14 -15 -16 -17 -18 18 20 -21 23 -23 -24 -25
leaf_value=0.0010316160215303413 0.00098448179120362946 0.00051690749709898225 0.00078113251199016839 0.0009550027554784111 0.00095154011089403057 0.0013448252991401324 0.0017745671626751703 0.0012841102595004274 0.0021349150090343525 0.001873311353542548 0.0016904439392899171 0.0016954333677601868 0.00046940133238549764 0.0013381175867635895 1.5538498218256153e-05 0.00043540493567682678 0.0022246000387614183 0.0020541579242382146 0.0015274486116031232 0.0010293361878820489 0.0016935064680767592 0.0016298532069954634 0.0016874864273091277 0.0019144380623220877
leaf_weight=53 75 65 62 74 64 52 52 94 54 56 58 66 63 54 73 60 56 85 66 54 113 60 71 1402
leaf_count=53 75 65 62 74 64 52 52 94 54 56 58 66 63 54 73 60 56 85 66 54 113 60 71 1402
internal_value=0 0.00105945 0.0017833 0.00122597 0.00134971 0.00182641 0.00126807 0.00095321 0.00162575 0.00145581 0.00127842 0.00140008 0.000749592 0.00104072 0.000251946 0.000702081 0.00185326 0.00184189 0.00185639 0.00164849 0.00188254 0.00187883 0.00188106 0.00189798
internal_weight=0 807 2175 669 531 2007 168 218 313 188 132 119 138 116 138 124 1888 1832 1780 199 1581 145 125 1515
internal_count=2982 807 2175 669 531 2007 168 218 313 188 132 119 138 116 138 124 1888 1832 1780 199 1581 145 125 1515
is_linear=0
shrinkage=0.0032998


Tree=3547
num_leaves=14
num_cat=0
split_feature=3 482 0 151 160 9 97 160 0 15 15 0 1374
split_gain=1.07959 0.644195 0.670638 0.919905 0.94797 0.800565 0.815483 0.736892 0.659118 0.773279 0.755611 0.513331 0.471721
threshold=0.28833000000000003 0.11706000000000001 -0.13409999999999997 0.084725000000000009 -0.53492499999999987 0.083710000000000021 -0.0047149999999999996 0.091625000000000026 -0.14797999999999997 -0.0039399999999999991 -0.12431499999999999 -0.11167499999999998 0.072495000000000018
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 9 10 -1 -2 -8
right_child=11 -3 3 -5 5 -7 12 -9 -10 -11 -12 -13 -14
leaf_value=0.007452983797169228 0.003024380780401304 0.027553965612549389 -0.0085874038533805229 0.028934526923698092 -0.010319915965478351 -0.0073775783898203055 0.011203931359078621 0.019112803473803751 -0.017058806616162107 0.017413854694987903 -0.015387631037617408 -0.018102266120895941 -0.0041580212879414229
leaf_weight=83 71 52 83 68 53 75 2109 58 62 69 81 60 58
leaf_count=83 71 52 83 68 53 75 2109 58 62 69 81 60 58
internal_value=0 0.00897864 0.00863291 0.00962267 0.00906969 0.00970905 0.0102871 0.00176955 -0.00163422 0.00246247 -0.0038171 -0.00663823 0.0107919
internal_weight=0 2851 2799 2446 2378 2295 2220 353 295 233 164 131 2167
internal_count=2982 2851 2799 2446 2378 2295 2220 353 295 233 164 131 2167
is_linear=0
shrinkage=0.16829


Tree=3548
num_leaves=23
num_cat=0
split_feature=4 2 12 3 3 4 43 16 2 2 39 16 4 3 4 1456 3 16 16 3 16 11
split_gain=28.7888 9.32531 7.145 2.73441 2.46849 1.90383 2.15912 1.39121 1.17583 1.00471 0.927647 1.00023 0.81479 1.7753 0.803744 0.731204 0.739164 0.655614 0.649394 1.21093 0.774689 0.483216
threshold=0.27258000000000004 0.14132000000000003 -1.0000000180025095e-35 0.13772500000000001 0.10402500000000002 -0.0046399999999999992 -0.085594999999999991 -0.42170999999999997 0.091290000000000024 0.094155000000000016 0.08955500000000001 -0.54034499999999996 -0.16236499999999995 -0.10690999999999999 -0.029079999999999998 0.082505000000000009 -0.084699999999999984 -0.091624999999999984 0.054560000000000004 -0.083254999999999982 -0.0021749999999999994 0.085630000000000026
decision_type=2 2 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 8 6 -1 10 15 -7 11 -2 21 -14 -6 18 -17 -15 20 -20 -4 -10
right_child=3 -3 4 -5 14 9 -8 -9 12 -11 -12 -13 13 17 -16 16 -18 -19 19 -21 -22 -23
leaf_value=0.0013779202618496762 0.00080373085168626362 0.00062119674504413876 0.0017881422976050482 9.7278603276960938e-05 0.0015291867809798035 0.0017268815399545006 0.00050418311022259001 0.00046217650673802162 0.0021012827737598382 0.0011075280130380034 0.00061899977272559181 0.0014149653204483788 0.0010495209074505155 0.0014216697542180523 0.00094888680437471996 0.0022505169443016505 0.0017465481877092671 0.0017157862654971839 0.0012183262218954972 0.0017864074072460974 0.0021041162074415263 0.0016697098302203485
leaf_weight=52 55 95 1103 81 52 63 76 93 60 53 58 63 60 107 53 78 55 388 61 127 93 56
leaf_count=52 55 95 1103 81 52 63 76 93 60 53 58 63 60 107 53 78 55 388 61 127 93 56
internal_value=0 0.00163681 0.00167482 0.000629294 0.00173198 0.00113757 0.000859414 0.000789361 0.00175573 0.0014442 0.000962048 0.00113037 0.00164014 0.00158718 0.00123661 0.00180684 0.00204237 0.00165228 0.00178418 0.00160227 0.00181274 0.00189324
internal_weight=0 2632 2537 350 2293 244 128 269 2188 116 176 118 671 555 105 1517 133 495 1384 188 1196 116
internal_count=2982 2632 2537 350 2293 244 128 269 2188 116 176 118 671 555 105 1517 133 495 1384 188 1196 116
is_linear=0
shrinkage=0.0032998


Tree=3549
num_leaves=29
num_cat=0
split_feature=1 1 155 1 0 147 124 16 0 43 0 43 43 43 0 16 49 474 49 16 1 0 43 0 16 1186 1446 130
split_gain=44.9234 9.34514 5.94296 4.78411 3.18129 2.16979 2.11529 1.78458 1.60573 1.15025 1.23251 1.13797 1.08338 0.921285 1.52356 1.12455 0.912482 0.852063 0.772955 0.632729 0.57194 0.508959 0.506548 0.489171 0.480702 0.401243 0.460534 0.238193
threshold=0.11869500000000001 0.098395000000000024 0.085010000000000016 0.14787500000000001 -0.13619499999999998 0.085900000000000018 -0.0066649999999999991 0.058455000000000007 -0.079249999999999987 -0.077614999999999976 -0.070664999999999992 -0.11248999999999999 -0.0005399999999999999 0.058415000000000009 -0.14259999999999998 -0.075724999999999987 0.10470500000000001 0.089745000000000019 0.098445000000000019 0.092980000000000021 0.13662500000000002 -0.065229999999999996 0.16744000000000003 -0.17127999999999996 -0.16318499999999997 0.054365000000000004 0.037915000000000011 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 7 23 8 -6 20 12 -8 -11 21 16 14 -14 -16 25 18 19 -13 24 -10 -15 -3 -2 26 -1 -24
right_child=3 2 -4 -5 6 -7 9 -9 11 10 -12 17 13 22 15 -17 -18 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 -29
leaf_value=0.0021728868278954984 0.00072624064659485704 0.0011608411015470584 0.0023335782442910858 6.3463321635702247e-06 0.0010249634031652053 0.0014705410191388337 0.0021814507627542067 0.0014025198566876295 0.0018608823722867467 0.0019258550972405381 0.0012233128498244266 0.0019442966245982675 0.0021775593178005944 0.0024057378653784037 0.0018756255800924917 0.0012358612260358129 0.0018583752395725051 0.0024020098410783828 0.0016668620361371699 0.0022386188619808391 0.00054578387367314977 0.0013988624642329564 0.0019068970298477643 0.00077482621071215188 0.0011323600142544498 0.0024893980420235685 0.0023694111795129692 0.0022107185868401459
leaf_weight=749 72 75 83 80 52 66 55 65 53 58 52 318 88 64 72 52 81 54 82 109 76 53 69 70 58 61 163 52
leaf_count=749 72 75 83 80 52 66 55 65 53 58 52 318 88 64 72 52 81 54 82 109 76 53 69 70 58 61 163 52
internal_value=0 0.00197279 0.0015366 0.000715835 0.00135378 0.00206157 0.00160689 0.000925149 0.00207996 0.00179007 0.00159406 0.00194563 0.00214186 0.00199398 0.00184437 0.00160762 0.00219753 0.00200496 0.00196277 0.00201951 0.000774351 0.0016302 0.00216525 0.000974732 0.000907703 0.00222572 0.00220805 0.00203776
internal_weight=0 2631 445 351 362 2186 217 271 2120 165 110 669 1451 397 212 124 1054 563 509 427 206 106 185 145 130 973 912 121
internal_count=2982 2631 445 351 362 2186 217 271 2120 165 110 669 1451 397 212 124 1054 563 509 427 206 106 185 145 130 973 912 121
is_linear=0
shrinkage=0.0032998


Tree=3550
num_leaves=30
num_cat=0
split_feature=2 4 12 2 47 4 51 4 4 49 15 4 16 16 12 2 133 48 16 16 4 52 4 2 4 12 50 474 52
split_gain=35.3808 13.2446 6.27477 4.62723 3.08402 3.94141 2.38052 1.94948 1.53988 2.51973 1.35704 1.14813 0.958554 0.909623 0.876614 0.841272 1.00552 0.77736 0.67285 0.586767 0.569345 0.600141 0.511574 0.570662 0.430706 0.39479 0.388026 0.454971 0.307419
threshold=0.12026500000000001 0.31392000000000003 1.0000000180025095e-35 0.16730000000000003 0.077735000000000012 -0.17568999999999999 0.08845500000000002 0.22276500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.43091499999999999 -0.080114999999999978 -0.49057499999999993 0.15737500000000001 0.09253500000000002 0.090020000000000017 0.070495000000000016 0.08832000000000001 -0.079394999999999979 0.12992000000000004 -0.4950449999999999 0.088785000000000017 -0.08231999999999999 0.084095000000000017 -0.0086549999999999978 0.089435000000000014 0.10861000000000003 0.085960000000000023 0.023800000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 -1 8 13 9 -7 -9 20 -3 -2 15 26 -17 18 28 -20 -4 22 23 -22 -18 -23 27 -13 -16
right_child=3 12 11 -5 -6 6 -8 10 -10 -11 -12 14 -14 -15 17 16 24 -19 19 -21 21 25 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0023821411878414975 0.0012105319150120741 0.0014027601386669391 0.0026242724410749534 0.00021587902238978389 0.0023665605737396653 0.0018443177698859068 0.00093547230111640949 0.0011809040492733018 0.002008823312705155 0.00096300025767582988 0.00047134480411869736 0.002306238501863019 0.00089239741362930514 0.0017626157494274447 0.0016512613544165638 0.0017585716215812184 0.0020201592499552237 0.0024023034593490182 0.0021796397109493902 0.0018854898077338589 0.0024734795646160932 0.0019311606018149329 0.0025934379401269503 0.0022080247244498441 0.002405140416492257 0.0022971402826847541 0.0020754952036160235 0.0026183661623270793 0.0019950667698655036
leaf_weight=67 89 92 70 74 83 78 65 61 84 65 57 423 72 52 66 76 58 68 257 107 146 69 87 238 75 64 69 60 53
leaf_count=67 89 92 70 74 83 78 65 61 84 65 57 423 72 52 66 76 58 68 257 107 146 69 87 238 75 64 69 60 53
internal_value=0 0.00208698 0.0021483 0.000944178 0.00179231 0.00165945 0.00149351 0.00115213 0.00165314 0.00144397 0.000838449 0.00222752 0.00117891 0.00141439 0.00217028 0.00224341 0.00206352 0.00206921 0.00202224 0.00209327 0.00233889 0.00230575 0.00236165 0.00230904 0.00223752 0.00210754 0.00231145 0.00234509 0.00180468
internal_weight=0 2592 2428 333 442 359 292 259 227 143 118 1986 164 141 1312 761 209 551 483 364 674 604 471 384 133 133 552 483 119
internal_count=2925 2592 2428 333 442 359 292 259 227 143 118 1986 164 141 1312 761 209 551 483 364 674 604 471 384 133 133 552 483 119
is_linear=0
shrinkage=0.0032998


Tree=3551
num_leaves=30
num_cat=0
split_feature=1 12 1 4 2 2 3 15 2 4 2 3 2 43 12 43 12 11 4 15 15 51 3 3 4 51 43 50 43
split_gain=31.4415 9.36495 4.77712 2.59355 3.45098 2.44995 2.71677 1.53403 1.35999 1.76242 1.16873 1.07264 1.61794 1.06373 0.923973 0.81272 1.45896 0.674882 0.584218 0.53114 0.515679 0.455238 0.462953 0.457263 0.430759 0.496259 0.415455 0.395849 0.315961
threshold=0.11883500000000001 0.056995000000000011 0.095085000000000017 0.27998000000000006 0.13084500000000002 0.08895500000000002 -0.14539499999999997 -0.41725999999999991 0.092250000000000013 -0.0005399999999999999 0.12068000000000001 -0.011259999999999997 0.11466000000000001 -0.070104999999999987 0.09253500000000002 -0.020604999999999995 0.088965000000000002 0.08184000000000001 -0.0040999999999999986 -0.039149999999999997 -0.076929999999999985 0.081260000000000013 -0.096599999999999991 -0.086659999999999987 0.054720000000000012 -0.026999999999999996 -0.084114999999999981 0.089030000000000012 0.021175000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 6 -3 13 9 -1 15 -4 18 -5 21 24 -17 28 -13 -16 -10 22 -8 -24 25 -7 -27 -21 -18
right_child=3 5 11 7 -6 10 14 -9 20 -11 -12 12 -14 -15 19 16 17 -19 -20 27 -22 -23 23 -25 -26 26 -28 -29 -30
leaf_value=0.0015967515158270304 0.0015556717309922986 0.0026076229724788179 0.00080123584032947416 0.00034634594213678267 0.00053993284115268019 0.0022039001953656438 0.0022850558399017907 5.332962389330747e-05 0.0017036737909132545 0.0023177834580319868 0.0013584636379785923 0.0017096327108800408 0.00078493949727086816 0.00094994679817382772 0.0015640493854375481 0.001159740441167151 0.0014709814590044019 0.0020413307246568671 0.0012409077077968256 0.0020562578583237729 0.0012659207934368386 0.0022862148162134583 0.0018408377904069928 0.0020147919660101813 0.0016821113661537738 0.0017500446845394161 0.0020052920665065126 0.0017238513326283827 0.0017575817101758819
leaf_weight=82 74 73 92 58 72 65 52 64 52 68 74 56 57 71 89 52 64 72 62 78 70 58 249 527 91 140 146 83 134
leaf_count=82 74 73 92 58 72 65 52 64 52 68 74 56 57 71 89 52 64 72 62 78 70 58 249 527 91 140 146 83 134
internal_value=0 0.00179192 0.00140469 0.000722959 0.001055 0.00189387 0.00198913 0.000471595 0.0017127 0.00192385 0.00175639 0.00109077 0.00124279 0.000678833 0.00194935 0.00179489 0.00166785 0.00176557 0.00146365 0.00177095 0.00145279 0.00199965 0.00197954 0.00195902 0.00188735 0.00194046 0.00188047 0.00188511 0.00166512
internal_weight=0 2586 539 339 146 2047 1209 193 272 150 838 267 175 129 1136 764 322 270 118 250 122 886 828 776 442 351 286 161 198
internal_count=2925 2586 539 339 146 2047 1209 193 272 150 838 267 175 129 1136 764 322 270 118 250 122 886 828 776 442 351 286 161 198
is_linear=0
shrinkage=0.0032998


Tree=3552
num_leaves=25
num_cat=0
split_feature=1 3 12 4 1 1 1 4 3 150 1 124 3 4 12 158 52 52 133 483 52 133 1 3
split_gain=50.2115 10.3874 7.61121 4.85123 3.55924 2.8415 2.38951 2.36849 1.84729 2.12935 1.4439 1.36719 1.12901 2.37617 1.47456 1.11024 0.805762 0.532961 0.506848 0.468025 0.453262 0.420919 0.373694 0.178564
threshold=0.10910500000000002 -0.049204999999999992 0.056995000000000011 0.41939500000000002 0.15028500000000003 0.086165000000000005 0.078705000000000011 0.052250000000000012 -0.011259999999999997 0.08486500000000001 0.117245 -0.064554999999999987 -0.13392999999999997 -0.10701499999999999 0.086155000000000023 0.085110000000000005 0.056265000000000009 -0.53385999999999989 0.031880000000000012 -0.14014999999999997 -0.016679999999999997 -0.27301499999999995 0.12700000000000003 -0.24149499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 10 11 6 -1 12 -7 20 -2 -3 14 -14 -4 18 22 -15 -9 -19 -10 -21 -13 -16
right_child=1 4 7 -5 -6 8 -8 15 9 -11 -12 16 13 17 23 -17 -18 19 -20 21 -22 -23 -24 -25
leaf_value=0.0018422795483715548 0.0024321418931421489 0.00056515496215064486 0.0030405321671315294 0.00086136596852171097 -2.0785215863974402e-05 0.0011826434412254374 0.0026718190936579666 0.0016940115823301303 0.0022094091040248242 0.0012782239757711776 0.0017380259070894158 0.0010821086529174619 0.0016262290910831019 0.0020456939469222337 0.0022296127049137391 0.0023879337647305489 0.0013901290232710179 0.0026559508914913016 0.0020485812422713209 0.0021272324848861436 0.0018060600294882237 0.0023514240954507692 0.0007418588366217895 0.0025039018554099636
leaf_weight=101 60 94 55 52 55 81 61 98 69 62 73 74 54 69 52 57 55 53 83 102 57 1278 69 61
leaf_count=101 60 94 55 52 55 81 61 98 69 62 73 74 54 69 52 57 55 53 83 102 57 1278 69 61
internal_value=0 0.00108548 0.00220641 0.00171711 0.000748626 0.00180897 0.00215485 0.00229371 0.00160054 0.0017804 0.00205143 0.00089367 0.00233642 0.00230847 0.0025951 0.00198415 0.00104945 0.00233297 0.0018568 0.00234678 0.00202722 0.00233488 0.000918179 0.00237799
internal_weight=0 532 2393 185 347 431 162 1962 269 188 133 292 1724 1556 168 238 198 1502 181 1433 126 1380 143 113
internal_count=2925 532 2393 185 347 431 162 1962 269 188 133 292 1724 1556 168 238 198 1502 181 1433 126 1380 143 113
is_linear=0
shrinkage=0.0032998


Tree=3553
num_leaves=28
num_cat=0
split_feature=1 12 47 1 1 12 457 3 47 12 16 403 12 401 457 1446 52 3 1 12 1212 3 124 52 16 16 52
split_gain=23.1502 6.0758 2.81556 2.66468 1.85408 1.33661 1.05726 1.24958 0.875066 0.846679 1.65447 0.765977 0.754611 0.718784 0.863317 0.722552 0.72272 0.558074 0.539307 0.527022 0.499564 0.405285 0.377703 0.282276 0.405735 0.607779 0.303103
threshold=0.11883500000000001 0.056995000000000011 0.085585000000000008 0.10075500000000003 0.14996500000000004 0.093910000000000007 0.079930000000000015 0.0025650000000000004 0.077735000000000012 -0.0066799999999999993 0.061775000000000004 -0.5407249999999999 -0.080929999999999988 0.081905000000000019 0.087195000000000009 0.092380000000000018 0.092120000000000021 -0.11372999999999998 0.13707500000000003 0.086115000000000011 0.10524500000000002 -0.17010999999999998 -0.076779999999999987 -0.4387299999999999 -0.082244999999999985 -0.073309999999999986 0.056265000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 8 12 11 7 -5 9 22 -11 -3 -2 14 15 16 -13 21 -14 -15 23 -7 -1 -19 26 -26 -25
right_child=2 5 -4 6 -6 17 -8 -9 -10 10 -12 13 18 19 -16 -17 -18 20 -20 -21 -22 -23 -24 24 25 -27 -28
leaf_value=0.001640795617092895 0.0011751069955506454 0.0023128585872789734 0.001352392672539034 0.0010783479309698196 0.00014923515432063768 0.0017867036262855537 0.00083246298535850287 0.0016728352377831119 0.0020795005860360788 0.0011819938294577621 0.0019148694691796125 0.0019084819284054255 0.00088915449776416167 0.0024176509127923607 0.0023187009885146633 0.0022566062943291387 0.0016915366275285974 0.0014528186087053572 0.00045480252421795401 0.001999953384059173 0.0020225280093531289 0.0021734904715895714 0.0020118485031971087 0.0013605191849773615 0.0020745613893315656 0.0017051350851876672 0.0017096692685279358
leaf_weight=67 55 61 101 84 53 64 59 72 52 96 52 858 77 53 53 55 212 52 53 93 55 58 57 54 61 260 58
leaf_count=67 55 61 101 84 53 64 59 72 52 96 52 858 77 53 53 55 212 52 53 93 55 58 57 54 61 260 58
internal_value=0 0.0018077 0.00089039 0.00149569 0.000694183 0.00188984 0.00121028 0.00135295 0.00168496 0.00160941 0.00143973 0.00194839 0.000850112 0.00193157 0.00190424 0.00188468 0.00186553 0.00176731 0.000712344 0.00215182 0.00172125 0.00197087 0.00181164 0.00168701 0.00171505 0.00177545 0.00154164
internal_weight=0 2586 339 539 238 2047 215 156 324 272 148 1385 185 1324 1178 1125 1070 662 130 146 540 122 124 485 433 321 112
internal_count=2925 2586 339 539 238 2047 215 156 324 272 148 1385 185 1324 1178 1125 1070 662 130 146 540 122 124 485 433 321 112
is_linear=0
shrinkage=0.0032998


Tree=3554
num_leaves=23
num_cat=0
split_feature=2 2 2 0 2 0 0 1444 124 0 49 0 0 0 403 0 475 133 0 0 13 42
split_gain=76.9814 21.4097 13.6835 11.129 9.83355 4.09622 3.51463 2.86511 2.41398 3.65322 2.24363 2.86382 2.5177 1.31352 1.27984 1.23969 0.907428 0.747971 0.484419 0.448678 0.377152 0.123236
threshold=0.12026500000000001 -1.0000000180025095e-35 0.10085000000000001 -0.13165999999999997 0.16730000000000003 -0.082234999999999989 -0.041534999999999996 -0.064164999999999986 -1.0000000180025095e-35 -0.062109999999999992 -0.013049999999999997 -0.11327499999999999 -0.14867499999999997 -0.17127999999999996 -0.5407249999999999 -0.079324999999999993 -0.077694999999999986 0.046800000000000008 -0.014704999999999998 -0.074249999999999997 -0.082794999999999994 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 8 7 13 5 -2 -7 -3 -1 -10 11 -9 -12 -4 -14 -16 -5 18 19 -18 -13 -19
right_child=4 2 3 16 -6 6 -8 10 9 -11 12 20 14 -15 15 -17 17 21 -20 -21 -22 -23
leaf_value=0.0080858960063933862 0.0075560282458994365 0.010426401694721369 0.008644042134141312 0.0097805265685481178 0.0067513892167098888 0.008833266050691492 0.0078535635838124524 0.0087862845944412325 0.0093165960886826046 0.0081580414202373098 0.010280539269523841 0.0094435337129917338 0.010163107994641192 0.0079621025523010612 0.0097477232224531477 0.0095358735999989085 0.0090782195816524087 0.0094063760918932943 0.0089254453293712774 0.0095220007018597241 0.0097972384462277125 0.0096834489798412592
leaf_weight=91 92 61 57 60 74 98 69 65 68 54 89 76 66 73 1019 458 53 52 60 60 77 53
leaf_count=91 92 61 57 60 74 98 69 65 68 54 89 76 66 73 1019 458 53 52 60 60 77 53
internal_value=0 0.00950114 0.00959099 0.00908412 0.00781507 0.00811885 0.00842869 0.0097151 0.00849742 0.00880408 0.00969163 0.00937282 0.00973419 0.00826138 0.00970265 0.00968206 0.00940046 0.0093183 0.00917955 0.00931417 0.00962177 0.00954657
internal_weight=0 2592 2379 468 333 259 167 1911 213 122 1850 218 1632 130 1543 1477 338 278 173 113 153 105
internal_count=2925 2592 2379 468 333 259 167 1911 213 122 1850 218 1632 130 1543 1477 338 278 173 113 153 105
is_linear=0
shrinkage=0.0032998


Tree=3555
num_leaves=18
num_cat=0
split_feature=1 155 9 479 158 151 15 15 15 13 457 133 14 157 157 157 42
split_gain=1.96618 1.29197 1.18574 0.721082 0.656718 0.519523 0.516714 0.718921 0.722416 0.562597 0.39098 0.655083 0.600087 0.414343 0.441684 0.285604 0.269825
threshold=0.092845000000000025 0.084710000000000021 0.037245000000000007 0.078750000000000014 0.09908500000000002 -0.086879999999999985 0.09827000000000001 -0.016999999999999998 0.0047550000000000005 0.053700000000000005 0.041025000000000006 0.085835000000000009 0.078275000000000025 -0.084644999999999984 -0.079969999999999986 -0.06266999999999999 -0.082904999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 10 5 -2 7 9 -9 -7 12 -12 13 -1 -15 -16 -17
right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11 11 -13 -14 14 15 16 -18
leaf_value=0.015447663732452302 0.0035667795052787324 0.035729346709114776 -0.0092958419503238153 0.044376687299957036 0.031006141660358887 0.020971929923977395 0.02838866262408599 -0.011345296055770643 0.014529231683868622 0.0024495929437620598 0.043080263593379201 0.019415767301040474 0.0087445645101134339 0.041586706367465608 0.014086701696080771 0.031222183333106068 0.025488317730791014
leaf_weight=99 94 98 52 64 84 342 96 52 74 54 93 52 59 55 54 293 1196
leaf_count=99 94 98 52 64 84 342 96 52 74 54 93 52 59 55 54 293 1196
internal_value=0 0.017421 0.0153031 0.0267664 0.0169123 0.015247 0.0170207 0.0149266 0.0038366 0.0184507 0.0261725 0.0346061 0.0254751 0.0260557 0.0267118 0.0261804 0.0266178
internal_weight=0 946 848 1965 796 712 618 522 126 396 1901 145 1756 1697 1598 1543 1489
internal_count=2911 946 848 1965 796 712 618 522 126 396 1901 145 1756 1697 1598 1543 1489
is_linear=0
shrinkage=0.16829


Tree=3556
num_leaves=19
num_cat=0
split_feature=2 475 151 474 1453 51 132 160 4 4 4 12 12 43 1375 1455 16 43
split_gain=1.39933 0.601839 0.523522 0.514622 0.625986 0.487245 0.460059 0.630613 0.497338 0.697065 0.551205 0.603181 0.472595 0.380186 0.371738 0.349182 0.387172 0.186345
threshold=0.10523 0.0072950000000000003 -0.029339999999999995 0.09091500000000001 -0.07661999999999998 0.11178000000000002 0.020305000000000004 0.019875 -0.041239999999999992 0.032770000000000001 0.22276500000000002 -0.064689999999999984 0.093985000000000013 -0.069434999999999983 -0.14589999999999997 0.0034400000000000008 -0.11227499999999999 -0.078734999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 17 4 -1 14 7 8 12 -10 -11 -12 -4 -7 -6 16 -16 -2
right_child=2 -3 6 -5 5 13 -8 -9 9 10 11 -13 -14 -15 15 -17 -18 -19
leaf_value=0.036788836520268438 0.011723580957688126 0.038604849040561787 0.011063453956263255 0.0085469470223398861 0.03585424842982237 -9.6732380384520386e-05 0.0034133906042747835 0.031917734777973099 -0.0059770312429484242 0.028627755297379771 0.022620047105764436 0.0006058010015853318 0.031026236368674031 0.020219325060635108 0.015153668646829517 0.033207616393537288 0.022099730848924269 -0.0010497634174587475
leaf_weight=77 52 59 57 86 53 52 78 72 57 60 59 88 83 52 270 70 1501 85
leaf_count=77 52 59 57 86 53 52 78 72 57 60 59 88 83 52 270 70 1501 85
internal_value=0 0.0217976 0.0131177 0.0213379 0.0218671 0.0212912 0.0154223 0.0173864 0.0147922 0.0104798 0.0150201 0.00945367 0.0229114 0.010044 0.0219078 0.0215053 0.0210418 0.0037854
internal_weight=0 2220 691 2161 2075 1998 554 476 404 264 207 147 140 104 1894 1841 1771 137
internal_count=2911 2220 691 2161 2075 1998 554 476 404 264 207 147 140 104 1894 1841 1771 137
is_linear=0
shrinkage=0.16829


Tree=3557
num_leaves=23
num_cat=0
split_feature=1 4 1 150 14 39 49 4 155 4 4 4 13 13 4 1429 42 13 13 1 150 4
split_gain=47.9872 10.9344 5.36107 4.71209 3.16669 2.31764 1.9919 3.49634 1.30694 1.14049 1.16952 2.15573 1.02374 0.904066 1.37243 0.839356 0.820345 0.831248 0.604726 0.600477 0.347147 0.326166
threshold=0.098395000000000024 -0.03463999999999999 0.13300500000000001 1.0000000180025095e-35 0.064610000000000015 0.0047850000000000011 0.047620000000000003 0.41464000000000006 0.10022500000000002 0.080255000000000007 -0.12685999999999997 -0.49010499999999996 -1.0000000180025095e-35 -0.36115499999999995 0.50214500000000006 0.085620000000000016 0.086700000000000013 0.032645000000000007 -0.09219999999999999 0.11329500000000002 0.10392000000000001 0.18095500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 8 3 6 5 9 7 19 12 10 11 -1 -2 -4 -15 16 17 -12 -18 -3 -5 -11
right_child=1 2 13 20 -6 -7 -8 -9 -10 21 15 -13 -14 14 -16 -17 18 -19 -20 -21 -22 -23
leaf_value=0.0022604835605558806 0.0014083661111992608 0.001715591902763159 0.00014850671866251024 0.0005075458891309223 0.0027831788269157111 0.001619447150061244 0.00096751177449061064 0.0010815266631754093 0.0022452650872521419 0.0016486803641030873 0.0023215353674478135 0.0014757854485531888 0.0020247258304355743 0.0010518249756526321 0.00034240880921939748 0.0018957945664685358 0.002455334899887088 0.0020588670063966608 0.0020889290298793371 0.0021938037464239966 0.00084588297802690084 0.00198688101993434
leaf_weight=82 69 56 57 70 83 95 76 84 69 53 782 72 52 53 68 97 55 161 570 61 64 82
leaf_count=82 69 56 57 70 83 95 76 84 69 53 782 72 52 53 68 97 55 161 570 61 64 82
internal_value=0 0.00119282 0.000970656 0.0011779 0.00214994 0.00212427 0.00142375 0.00159609 0.00188135 0.0021488 0.00217063 0.00189384 0.00167354 0.000491943 0.000653436 0.00219621 0.00221477 0.00227673 0.00212123 0.00196522 0.000669403 0.00185437
internal_weight=0 779 589 411 2132 2049 277 201 190 1954 1819 154 121 178 121 1665 1568 943 625 117 134 135
internal_count=2911 779 589 411 2132 2049 277 201 190 1954 1819 154 121 178 121 1665 1568 943 625 117 134 135
is_linear=0
shrinkage=0.0032998


Tree=3558
num_leaves=23
num_cat=0
split_feature=1 4 131 0 0 160 4 123 0 41 0 16 0 0 16 52 1456 1456 482 1447 481 16
split_gain=1.22678 0.987641 0.619834 0.966528 0.736481 0.765834 0.837262 0.572317 0.56843 0.559579 0.499575 0.96509 0.392258 0.39221 0.433834 0.384724 0.350992 0.423005 0.414909 0.325256 0.574612 0.240117
threshold=0.092845000000000025 -0.15366499999999997 0.089305000000000009 -0.029849999999999998 -0.11991499999999998 0.0012900000000000001 0.061295000000000009 0.083875000000000019 -0.21196999999999996 0.084515000000000021 -0.14385499999999998 -0.10750499999999999 -0.056754999999999993 -0.079119999999999982 -0.069994999999999988 -0.16495999999999997 -0.16480999999999998 -0.082809999999999981 0.081160000000000024 -0.085574999999999984 -0.050084999999999991 0.057175000000000011
decision_type=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 15 3 4 5 6 -3 13 -8 10 11 -1 21 -6 -15 -2 -12 -18 19 -19 -21 -4
right_child=1 2 12 -5 7 -7 8 -9 -10 -11 16 -13 -14 14 -16 -17 17 18 -20 20 -22 -23
leaf_value=0.012852599418791957 0.018780755311423591 -0.019500956235619021 0.0086005166318825037 -0.0080527250734834122 0.029554499207435588 0.021270767011558191 0.018969735088796954 0.0037449030045882017 -0.003979518258787007 0.0038902549111547381 0.0068772921943009331 0.041519265301531251 0.031451331400474174 0.0040796199457539054 0.022904156464846857 0.037598208487812992 0.034937631779860277 0.0080258207670299824 0.032666077078951472 0.031347760694353355 0.018794477351322579 0.023120897717532531
leaf_weight=55 77 53 84 91 84 53 53 79 72 59 58 85 52 60 83 52 54 71 68 112 1403 53
leaf_count=55 77 53 84 91 84 53 53 79 72 59 58 85 52 60 83 52 54 71 68 112 1403 53
internal_value=0 0.0126863 0.0105219 0.00797407 0.0106933 0.00351028 -0.00176787 0.0161099 0.00573659 0.0200693 0.0205692 0.0302702 0.0189784 0.0204053 0.0150183 0.02638 0.0197991 0.0202369 0.0197558 0.0192012 0.0197237 0.014231
internal_weight=0 946 817 628 537 231 178 306 125 1965 1906 140 189 227 143 129 1766 1708 1654 1586 1515 137
internal_count=2911 946 817 628 537 231 178 306 125 1965 1906 140 189 227 143 129 1766 1708 1654 1586 1515 137
is_linear=0
shrinkage=0.16829


Tree=3559
num_leaves=23
num_cat=0
split_feature=1 4 47 12 1 14 39 16 12 4 4 4 15 4 4 14 16 483 16 132 4 52
split_gain=29.9756 7.65525 6.39404 2.70044 1.99126 1.61713 1.4833 1.47909 1.25696 1.41219 1.02718 1.02271 1.2527 0.821602 0.744709 0.679971 0.738985 0.434939 0.657296 0.388309 0.38743 0.240415
threshold=0.098395000000000024 -0.03463999999999999 0.081905000000000019 0.023990000000000004 0.12072500000000001 0.064610000000000015 0.0047850000000000011 0.39813000000000004 0.092855000000000007 -0.50690499999999983 -0.14994999999999997 0.40441500000000002 -0.088184999999999986 -0.097349999999999978 0.078235000000000013 -0.22654999999999997 -0.49057499999999993 -0.066609999999999989 0.0054050000000000009 0.004745000000000001 -0.15366499999999997 -0.14709999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 4 -4 11 6 8 20 9 -1 -11 12 -3 -10 19 -6 -17 -12 -19 21 -2 -15
right_child=1 2 3 -5 15 -7 -8 -9 13 10 17 -13 -14 14 -16 16 -18 18 -20 -21 -22 -23
leaf_value=0.0024981125635392632 0.0016815745550499282 0.0003891137547668932 0.0010346937837671785 0.0018738020209336647 0.00082241827559227339 0.002359521992446152 0.0014835753921498788 0.0020759572313794853 0.0013798786326306345 0.0015052578738925697 0.0021811870742915337 0.0012408018771028731 0.0010800060946952357 0.0020136635316469888 0.001471743095636956 0.00069115945790613022 0.00022159600470520171 0.0019705036717266684 0.0017139834166109652 0.0021026548201963972 0.0012885830058599341 0.0017879100051787771
leaf_weight=52 55 52 75 95 59 83 95 78 52 57 93 90 64 64 61 60 94 1045 124 65 57 341
leaf_count=52 55 52 75 95 59 83 95 78 52 57 93 90 64 64 61 60 94 1045 124 65 57 341
internal_value=0 0.00114978 0.000963852 0.00150381 0.00074469 0.00190628 0.0018879 0.00172595 0.00190754 0.00196237 0.00194122 0.000976199 0.000770599 0.00177855 0.00181753 0.000520623 0.000404772 0.00196088 0.00194332 0.00186233 0.00148188 0.00182367
internal_weight=0 779 589 170 419 2132 2049 190 1954 1371 1319 206 116 583 531 213 154 1262 1169 470 112 405
internal_count=2911 779 589 170 419 2132 2049 190 1954 1371 1319 206 116 583 531 213 154 1262 1169 470 112 405
is_linear=0
shrinkage=0.0032998


Tree=3560
num_leaves=12
num_cat=0
split_feature=3 33 10 14 130 4 0 133 133 402 4
split_gain=2.195 0.755433 0.886972 0.632969 0.628163 0.593128 0.571372 0.458327 0.522787 0.495579 0.22437
threshold=0.35004500000000011 0.082505000000000009 -0.00189 0.073890000000000011 -0.083579999999999988 0.2642250000000001 -0.14867499999999997 0.11588000000000002 0.085785000000000014 -0.46214499999999997 0.50541500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 7 -7 8 -6 -9 -8
right_child=-2 -3 3 -5 5 6 10 9 -10 -11 -12
leaf_value=0.00044305547023960955 -0.013618174412593954 0.03644644260203108 0.030123368247513719 0.030112532237697949 0.015953400292507875 -0.0025318801485541358 0.020002193625833407 0.023666988115079696 0.022685190883456018 0.006745084248413565 0.0076538885064357512
leaf_weight=101 71 52 87 94 1596 94 84 62 413 237 84
leaf_count=101 71 52 87 94 1596 94 84 62 413 237 84
internal_value=0 0.0163179 0.0159503 0.016519 0.0160374 0.0155599 0.00795845 0.016422 0.0173382 0.01026 0.0138387
internal_weight=0 2904 2852 2751 2657 2570 262 2308 2009 299 168
internal_count=2975 2904 2852 2751 2657 2570 262 2308 2009 299 168
is_linear=0
shrinkage=0.16829


Tree=3561
num_leaves=18
num_cat=0
split_feature=4 3 39 42 11 3 15 1 0 15 0 42 42 16 51 4 3
split_gain=41.2552 13.4978 8.98676 3.49813 2.95989 4.18191 2.95783 2.60133 2.02997 2.82389 3.30133 1.21385 1.18378 1.02736 0.903575 0.875426 0.639434
threshold=0.31392000000000003 0.28833000000000003 0.0047850000000000011 -0.0047199999999999994 1.0000000180025095e-35 -0.12077499999999998 0.039965000000000007 0.14684500000000003 -0.10594499999999998 -0.10763999999999999 -0.14755499999999996 0.081180000000000016 0.11966500000000001 -0.42170999999999997 -0.013334999999999998 0.053925000000000008 -0.0070649999999999992
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 14 13 9 -7 -11 -5 15 16 -6 -10 -2
right_child=7 -3 3 11 6 8 -8 -9 12 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.00098297605493162239 0.0009220758971827419 0.00018015661259842685 0.0017644109363677554 0.0005266703040758793 0.0021468288314092942 0.001928748603023398 0.0027655024156720926 -0.00027922214346842397 0.0018346806354764763 0.0016031837199177623 0.00057581733233784567 0.0011009630166902002 0.0014165645377911345 0.00022870355863711367 0.0015387631285946127 0.0015930424101111701 0.00050506279565512774
leaf_weight=79 68 65 57 81 56 87 61 53 1640 81 59 80 88 85 52 184 99
leaf_count=79 68 65 57 81 56 87 61 53 1640 81 59 80 88 85 52 184 99
internal_value=0 0.00166605 0.00170311 0.00106137 0.00176171 0.00172955 0.00218346 0.000384848 0.00175711 0.00146125 0.00117047 0.000812252 0.00179222 0.000524653 0.00185438 0.00181032 0.000675076
internal_weight=0 2670 2605 218 2387 2218 169 305 2139 227 140 161 1912 252 108 1824 167
internal_count=2975 2670 2605 218 2387 2218 169 305 2139 227 140 161 1912 252 108 1824 167
is_linear=0
shrinkage=0.0032998


Tree=3562
num_leaves=9
num_cat=0
split_feature=2 1456 4 2 149 1375 14 130
split_gain=1.89587 0.820369 0.757137 0.86726 0.974081 0.52935 0.421096 0.354192
threshold=0.25063000000000007 -0.24153499999999997 0.51395000000000002 -0.14847999999999997 0.080895000000000009 -0.093609999999999985 0.020750000000000005 -0.12279499999999997
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 7 -7
right_child=-2 2 -4 4 -6 6 -8 -9
leaf_value=0.035150375994775607 -0.017230415655471062 0.035417621394645452 -0.0015325677915425016 -0.00075340071097261313 -0.0069471579647534731 0.028311552254581748 0.026222892175243765 0.014370171159049996
leaf_weight=54 54 56 84 61 60 53 93 2460
leaf_count=54 54 56 84 61 60 53 93 2460
internal_value=0 0.0145778 0.0141897 0.0146648 0.014238 0.0147153 0.0150781 0.0146649
internal_weight=0 2921 2867 2783 2727 2667 2606 2513
internal_count=2975 2921 2867 2783 2727 2667 2606 2513
is_linear=0
shrinkage=0.16829


Tree=3563
num_leaves=21
num_cat=0
split_feature=4 2 150 2 0 0 2 39 2 16 13 481 4 0 0 4 0 1446 0 4
split_gain=35.0728 10.1361 5.82371 5.88033 2.82583 4.15669 2.59868 1.64357 1.60302 1.3832 1.37363 1.16557 0.939335 0.90565 0.752554 2.18341 0.720719 0.720926 0.651694 0.398874
threshold=0.31392000000000003 0.13388500000000003 1.0000000180025095e-35 0.099965000000000012 -0.14920999999999998 -0.12851999999999997 0.14808000000000002 0.08481000000000001 0.086275000000000004 -0.012324999999999997 -0.065239999999999979 -0.062389999999999994 0.0033150000000000007 -0.079119999999999982 -0.14867499999999997 0.50291500000000011 -0.086414999999999978 0.086450000000000013 -0.086834999999999982 0.51544000000000012
decision_type=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 8 -6 14 9 -1 -4 -3 16 13 -13 -2 -16 -7 -18 -14 -17
right_child=6 10 3 -5 5 11 -8 -9 -10 -11 -12 12 18 -15 15 19 17 -19 -20 -21
leaf_value=0.0028711099589015642 0.00055711409502021841 0.00051619685883196606 0.001525497140672843 0.00061660116918558388 0.0011742948270975677 0.0019179403400581571 2.7844334712481039e-05 0.0012054746253672903 0.0021195016167774232 0.002131836609170084 0.0012195284598438699 0.0020270052172470408 0.0018969631872979651 0.0018616609646952261 0.0014845650437388914 0.00087425327334667989 0.0026330416692583888 0.0021335295363254275 0.0016050218553576049 0.00047283731274664568
leaf_weight=52 85 52 72 70 79 75 57 53 78 97 73 850 184 642 54 54 52 84 157 55
leaf_count=52 85 52 72 70 79 75 57 53 78 97 73 850 184 642 54 54 52 84 157 55
internal_value=0 0.00184517 0.00189024 0.00145131 0.00194712 0.00191812 0.00066382 0.00171434 0.00242042 0.00187372 0.000927224 0.00194685 0.00191995 0.00195588 0.000809849 0.000941428 0.00218033 0.00232478 0.00176265 0.000672027
internal_weight=0 2670 2545 292 2253 2123 305 222 130 169 125 2044 1833 1492 248 163 211 136 341 109
internal_count=2975 2670 2545 292 2253 2123 305 222 130 169 125 2044 1833 1492 248 163 211 136 341 109
is_linear=0
shrinkage=0.0032998


Tree=3564
num_leaves=23
num_cat=0
split_feature=1 2 12 39 1 14 49 0 481 12 2 49 14 3 12 475 2 0 0 0 3 39
split_gain=24.033 5.30675 4.6559 2.61617 2.11904 2.10504 1.86961 3.14748 1.46433 1.45501 0.954929 0.951611 0.88008 0.852178 0.644015 0.612429 1.84974 1.46925 0.528902 0.426128 0.361805 0.242216
threshold=0.10921500000000002 0.17990500000000001 0.088325000000000015 0.0047850000000000011 0.086215000000000014 0.056865000000000006 -0.026279999999999998 -0.099244999999999986 -0.082509999999999986 0.098785000000000012 0.12469000000000001 -0.081919999999999979 -0.42227999999999993 -0.018854999999999997 -0.042789999999999988 -0.06890499999999998 0.085225000000000009 -0.13955999999999996 -0.086414999999999978 -0.083914999999999976 0.143375 0.091180000000000011
decision_type=2 2 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 6 7 11 18 -4 15 -1 -2 -14 21 16 -10 -17 -8 -9 -16 -15
right_child=1 -3 9 4 -6 -7 8 19 10 -11 -12 -13 13 14 20 17 -18 -19 -20 -21 -22 -23
leaf_value=0.001254176612137069 0.0011369436066452875 -8.4423541373868587e-05 0.001806772965080364 0.0016570843157268666 0.00088324498106714076 0.0021695111061837474 0.0017593242976823979 0.0019249600022795371 0.00099473858180265684 0.0011724691292638264 0.0012133548894618785 0.00062087465298342253 0.00029883653466056774 0.000416684335208944 0.001142264186499978 0.002189791955652041 0.0016681421021116785 0.0016692557061831173 0.0021792769243606886 0.0015195014113748662 0.00075844576053735028 0.00073762547899613659
leaf_weight=52 53 57 67 69 88 87 57 60 58 97 53 52 54 52 52 62 194 1465 81 56 57 52
leaf_count=52 53 57 67 69 88 87 57 60 58 97 53 52 54 52 52 62 194 1465 81 56 57 52
internal_value=0 0.00086734 0.000979501 0.00163641 0.00122356 0.00166486 0.00164479 0.00135545 0.00167709 0.00143182 0.00165229 0.000937864 0.000747577 0.000670155 0.000764127 0.00166534 0.00151329 0.00169041 0.00200607 0.00172953 0.000941875 0.000577494
internal_weight=0 541 484 2434 157 2277 2190 220 1970 164 1832 104 320 267 213 1779 252 1527 138 116 109 104
internal_count=2975 541 484 2434 157 2277 2190 220 1970 164 1832 104 320 267 213 1779 252 1527 138 116 109 104
is_linear=0
shrinkage=0.0032998


Tree=3565
num_leaves=12
num_cat=0
split_feature=15 0 43 9 13 39 16 43 1419 455 13
split_gain=0.991865 1.03067 0.713359 0.601811 0.586071 0.672219 0.522564 0.507148 0.470787 0.405203 0.59406
threshold=-0.2987999999999999 -0.063819999999999988 -0.046639999999999994 -0.01257 -0.16392499999999996 0.10096000000000001 -0.087484999999999993 -0.50589999999999991 0.089610000000000009 0.087505000000000013 -0.11279499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 6 7 -5 -6 9 10 -9
right_child=3 -3 -4 4 5 -7 -8 8 -10 -11 -12
leaf_value=-0.0030202759925461605 0.031744499059582022 -0.012099749571389077 0.023054487306258174 -0.0099526837238695792 0.030159839091760315 -0.001814163470253439 0.012646655068181039 0.02865625664832399 0.029940226300808934 0.027522552710403679 0.012890138478757557
leaf_weight=52 52 88 69 56 57 74 60 70 52 59 2240
leaf_count=52 52 88 69 56 57 74 60 70 52 59 2240
internal_value=0 0.00174801 0.011834 0.0137885 0.0134379 0.0139698 0.00172114 0.0144418 0.014071 0.0137219 0.0133687
internal_weight=0 209 121 2720 2668 2552 116 2478 2421 2369 2310
internal_count=2929 209 121 2720 2668 2552 116 2478 2421 2369 2310
is_linear=0
shrinkage=0.16829


Tree=3566
num_leaves=25
num_cat=0
split_feature=1 2 15 2 34 2 13 2 0 1444 1 2 13 51 2 0 481 1213 16 15 16 43 13 16
split_gain=30.1805 5.84321 5.21127 4.07191 3.27217 2.80748 1.56815 1.44497 1.67873 1.19376 1.20826 2.41311 1.34214 0.894159 0.862328 0.795875 0.642522 0.785559 0.636792 0.876198 0.808625 0.494835 0.475102 0.425706
threshold=0.11156000000000001 0.14808000000000002 -0.24511999999999998 0.098655000000000007 -0.066379999999999981 1.0000000180025095e-35 -0.079199999999999979 0.13270000000000001 -0.13165999999999997 -0.077589999999999978 0.08776500000000001 0.08647500000000001 -0.14022999999999999 0.041320000000000003 0.10773000000000001 -0.072924999999999976 -0.084709999999999994 -0.080279999999999976 -1.0000000180025095e-35 -0.091934999999999989 0.51165500000000008 -0.083209999999999992 -0.019539999999999998 0.27192500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 -1 22 -2 8 14 -6 12 15 -11 18 -5 21 -14 -18 19 -10 23 -12 -4 -20
right_child=1 -3 5 7 9 -7 -8 -9 13 10 11 -13 16 -15 -16 -17 17 -19 20 -21 -22 -23 -24 -25
leaf_value=0.0010717818222247882 0.0010044442900322128 0.00013824718316217608 0.0018968255526644548 0.00091620475456244735 0.0023512434858087195 0.00096833513173020559 0.00032897331162073056 0.0010202791644220439 0.0015617202717097694 0.00243384329043468 0.0021296393968205591 0.0010538955226022809 0.0021789180617183411 0.0012934055312926887 0.0015170426208028476 0.0015010363258123284 0.0016873036613560646 0.0019142774750478804 0.0016418791547551548 0.0020935264083026296 0.0018651436115011215 0.0018092247853443817 0.0014809218144333489 0.0012442691647211197
leaf_weight=56 62 94 69 52 58 100 95 53 52 53 70 53 83 55 53 75 203 995 62 100 91 232 55 58
leaf_count=56 62 94 69 52 58 100 95 53 52 53 70 53 83 55 53 75 203 995 62 100 91 232 55 58
internal_value=0 0.000875504 0.00105731 0.00178438 0.00185891 0.00138052 0.000595944 0.00154131 0.00159404 0.00188308 0.00186767 0.00171478 0.00191693 0.00168796 0.00121982 0.00180759 0.00189551 0.00187585 0.00174765 0.00191182 0.00162921 0.00188361 0.00171264 0.00144999
internal_weight=0 475 381 2454 1878 224 157 576 523 1822 1764 430 1334 418 105 377 1281 1198 363 152 211 302 124 120
internal_count=2929 475 381 2454 1878 224 157 576 523 1822 1764 430 1334 418 105 377 1281 1198 363 152 211 302 124 120
is_linear=0
shrinkage=0.0032998


Tree=3567
num_leaves=29
num_cat=0
split_feature=1 47 2 34 2 3 15 0 1 2 3 2 0 1 12 2 2 133 42 51 4 43 15 3 150 0 43 15
split_gain=57.2413 9.11882 5.99355 5.82364 4.92175 3.2444 2.72427 2.19528 1.80391 2.82191 1.87188 1.61286 1.3859 1.22609 1.16661 1.07668 0.919271 0.803357 0.74629 0.687195 0.739368 0.835304 0.641864 0.514085 0.511743 1.12359 0.511283 0.167672
threshold=0.11156000000000001 0.084155000000000021 0.098655000000000007 -0.066379999999999981 0.14808000000000002 -0.036264999999999992 -0.40166999999999992 -0.13165999999999997 0.08776500000000001 0.08647500000000001 -0.14884499999999998 0.13270000000000001 -0.072924999999999976 0.13130500000000003 0.09091500000000001 0.11231500000000001 0.10773000000000001 0.11224500000000003 -0.067604999999999985 0.041320000000000003 -0.49269499999999994 -0.083879999999999996 0.062230000000000008 -0.07106999999999998 0.099490000000000009 -0.14043999999999998 -0.083134999999999987 0.090165000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 6 -3 13 16 10 12 -5 19 23 -2 24 -8 -4 18 -16 20 -9 -22 -23 26 25 -12 -10 -19
right_child=1 5 7 8 -6 -7 15 11 9 -11 14 -13 -14 -15 17 -17 -18 27 -20 -21 21 22 -24 -25 -26 -27 -28 -29
leaf_value=0.0019968811481227704 0.0016573222655635043 0.0028791669339031439 0.0019147861902602951 0.0036515716737740016 0.00068093139922477083 0.0018736198924158558 0.0023748105335532916 0.0032054708573381547 0.0032652071713995716 0.0021857187825775671 0.0036013644875954307 0.0022073263894449558 0.0025872191028148235 0.0010576915843177807 0.0030459931135652951 0.0017055054638716045 0.0025342944502236733 0.0032980979561233327 0.0026376529545793898 0.0024786053072538817 0.0031198676238681916 0.0026021535766727389 0.0030057862439288856 0.0033917968592303417 0.0028815530693240749 0.0031535249144715883 0.0029352610468784336 0.0030275745725027062
leaf_weight=56 71 75 52 74 78 66 52 64 74 54 67 52 75 79 86 54 54 55 119 55 73 166 60 53 67 853 188 57
leaf_count=56 71 75 52 74 78 66 52 64 74 54 67 52 75 79 86 54 54 55 119 55 73 166 60 53 67 853 188 57
internal_value=0 0.00170471 0.00295636 0.00304681 0.00140739 0.00240874 0.0016286 0.00266142 0.00307906 0.00289511 0.0031383 0.00275848 0.00299325 0.00134175 0.00310915 0.00203418 0.00223072 0.00293347 0.00280913 0.00282696 0.00287964 0.00280978 0.00270947 0.00308981 0.00316553 0.00318618 0.00302859 0.00316074
internal_weight=0 475 2454 1878 334 141 256 576 1822 444 1378 470 390 150 1304 106 106 317 205 418 363 299 226 315 987 920 262 112
internal_count=2929 475 2454 1878 334 141 256 576 1822 444 1378 470 390 150 1304 106 106 317 205 418 363 299 226 315 987 920 262 112
is_linear=0
shrinkage=0.0032998


Tree=3568
num_leaves=20
num_cat=0
split_feature=4 2 34 2 2 43 2 15 124 15 52 42 4 4 4 13 15 13 156
split_gain=35.9586 11.8716 6.14867 3.63028 3.26609 2.47503 2.37919 1.8372 1.63905 1.23695 1.8924 1.83043 1.41891 1.09109 1.05889 0.843788 0.783604 0.505335 0.175583
threshold=0.31392000000000003 0.13388500000000003 -0.066379999999999981 0.098655000000000007 0.14808000000000002 -0.50360999999999989 0.15305000000000002 -0.43587999999999999 -1.0000000180025095e-35 0.095010000000000025 -0.092084999999999986 0.083595000000000017 -0.0058699999999999994 -0.27577999999999997 -0.12685999999999997 -0.00045499999999999995 -0.18498499999999998 -0.037164999999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 7 -4 -3 8 -2 10 17 12 -12 -7 -15 -16 -9 -5 -19
right_child=4 6 3 9 -6 13 -8 16 -10 -11 11 -13 -14 14 15 -17 -18 18 -20
leaf_value=0.00094534839131515198 0.00069255281303058787 0.0013177966769924194 0.0027537900044416696 0.0016649275471325015 -3.9020665975375903e-05 0.0024130417131886955 0.00039661934007537283 0.00027630677476379959 0.0014587287249629047 0.0020831362194628743 0.00089040776980943838 0.0018453219090612074 0.0015351552059115698 0.0015496659514238351 0.0020623164472435545 0.0018780049830098816 0.00080828682507572841 0.0019031079369452831 0.0021606229171535264
leaf_weight=64 52 69 53 62 53 78 55 54 74 93 68 88 83 53 1395 342 69 61 63
leaf_count=64 52 69 53 62 53 78 55 54 74 93 68 88 83 53 1395 342 69 61 63
internal_value=0 0.00190665 0.00195603 0.00198254 0.00070415 0.00204875 0.000909494 0.000862477 0.00114281 0.00173693 0.00166109 0.00146621 0.00124504 0.00202873 0.00201196 0.00202605 0.000575021 0.00191132 0.00203423
internal_weight=0 2627 2503 2439 302 1921 124 249 126 518 425 239 151 1868 1790 1737 123 186 124
internal_count=2929 2627 2503 2439 302 1921 124 249 126 518 425 239 151 1868 1790 1737 123 186 124
is_linear=0
shrinkage=0.0032998


Tree=3569
num_leaves=31
num_cat=0
split_feature=1 2 2 15 2 1 9 2 13 13 12 52 52 2 1 12 1 15 12 1 12 12 2 51 1 13 13 12 51 12
split_gain=33.8394 5.95557 5.27512 3.736 3.44531 2.11962 1.44683 1.35615 1.13401 1.03408 0.875729 0.96428 1.81335 0.820809 3.6209 0.73457 0.768857 0.630978 0.53995 0.552384 0.535073 0.507792 1.01686 0.533155 0.492597 0.837914 0.632285 0.341612 0.327116 0.288461
threshold=0.11690500000000002 0.098655000000000007 0.14808000000000002 -0.21242999999999998 -1.0000000180025095e-35 0.11156000000000001 0.084755000000000011 0.11917500000000002 -0.089359999999999981 -0.079199999999999979 0.11755500000000001 1.0000000180025095e-35 -0.092084999999999986 0.088555000000000009 0.087720000000000006 0.090455000000000021 0.090435000000000015 -0.090909999999999977 0.091735000000000025 0.088860000000000008 0.096475000000000019 0.087545000000000026 0.09036000000000001 -0.015619999999999997 0.081720000000000015 -0.081849999999999992 -1.0000000180025095e-35 0.099680000000000005 -0.26578999999999992 0.094045000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 6 8 -1 -5 -3 -2 11 12 28 15 21 16 24 -14 -17 -20 -13 22 -15 -23 25 -6 -26 -25 -10 -21
right_child=2 5 -4 7 13 -7 -8 -9 10 -11 -12 20 17 14 -16 18 -18 -19 19 29 -22 23 -24 27 26 -27 -28 -29 -30 -31
leaf_value=0.0010937471192395392 0.0010074415186220524 0.0013196243497941534 0.00015593048522846522 0.0016855580642021765 0.00205676758322181 0.001044540033540463 0.001836654831482151 0.0010206174081006955 0.0016891262773323643 0.00042397001764492634 0.0013716519848825371 0.0022449265951522252 0.0011184977362241721 0.0018608007913842447 0.0011115137349673304 0.001691070557905306 0.0025160849868236948 0.0015975454994167286 0.0023368678822391917 0.0021328904321477392 0.0018257089986188088 0.0022725819040915873 0.0023989871913591377 0.0019579405136605451 0.0020942479762990525 0.0022989691793004084 0.0016674673715900026 0.0016722252386097178 0.0020039254542406743 0.0018658657260390765
leaf_weight=59 59 74 90 92 360 59 56 53 52 76 57 70 52 65 52 66 58 73 52 68 66 52 96 275 129 282 55 57 132 142
leaf_count=59 59 74 90 92 360 59 56 53 52 76 57 70 52 65 52 66 58 73 52 68 66 52 96 275 129 282 55 57 132 142
internal_value=0 0.00191917 0.00085135 0.00107475 0.0020107 0.00164177 0.00145582 0.00144275 0.00170288 0.00067923 0.00175931 0.00180888 0.00170628 0.00204596 0.00194498 0.00209567 0.00214557 0.00139854 0.00196105 0.00202892 0.00204174 0.00202444 0.00218193 0.00195832 0.00211952 0.00216321 0.00196687 0.00190899 0.00191515 0.0019525
internal_weight=0 2559 370 280 1924 635 115 145 576 135 502 445 309 1809 597 1212 884 125 328 262 136 545 161 384 826 642 184 332 184 210
internal_count=2929 2559 370 280 1924 635 115 145 576 135 502 445 309 1809 597 1212 884 125 328 262 136 545 161 384 826 642 184 332 184 210
is_linear=0
shrinkage=0.0032998


Tree=3570
num_leaves=19
num_cat=0
split_feature=4 3 39 2 2 14 4 3 4 0 3 51 376 0 3 4 2 3
split_gain=30.9022 11.401 9.79454 6.73409 2.60764 1.8768 1.55685 1.93167 1.8325 1.54514 1.19205 1.18425 1.13248 1.05835 0.959216 0.927276 0.677635 0.476736
threshold=0.31392000000000003 0.28833000000000003 0.0047850000000000011 0.14744000000000002 0.12414000000000001 -1.0000000180025095e-35 -0.49269499999999994 -0.046079999999999989 0.016670000000000001 -0.06612999999999998 0.040040000000000006 0.041320000000000003 0.076485000000000011 -0.15445999999999996 -0.10859999999999999 0.059230000000000012 0.11523000000000001 0.0035100000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 -2 10 9 13 15 -1 12 -4 -9 -11 -8 17 -7
right_child=3 -3 11 -5 -6 16 7 8 -10 14 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0021324241933021078 0.0015300102305550356 0.00051730922435844955 0.0016840404833360124 -0.00014113432938522654 0.0014678545702331289 0.0012929190305871136 0.0021369623490579141 0.0017923630081068868 0.0021654486118629192 0.0014691477572091852 0.0027815070072743846 0.00087709939217623723 0.0011165252775599858 0.0011980854369254216 0.001961438315908903 0.0018726779882174594 0.0006698286699528751 0.00085520863130264708
leaf_weight=69 76 59 93 59 82 56 1552 69 72 64 57 53 66 63 137 162 75 54
leaf_count=69 76 59 93 59 82 56 1552 69 72 64 57 53 66 63 137 162 75 54
internal_value=0 0.0019521 0.00198543 0.000865144 0.00204732 0.00109275 0.00206847 0.00204717 0.00174086 0.00207978 0.00242634 0.00130596 0.00144869 0.001509 0.00180486 0.002112 0.000912932 0.00107836
internal_weight=0 2598 2539 320 2327 261 2245 2119 204 1915 126 212 159 132 201 1714 185 110
internal_count=2918 2598 2539 320 2327 261 2245 2119 204 1915 126 212 159 132 201 1714 185 110
is_linear=0
shrinkage=0.0032998


Tree=3571
num_leaves=26
num_cat=0
split_feature=1 1 52 148 15 50 403 15 16 42 475 16 160 43 50 43 52 403 483 160 42 13 160 42 16
split_gain=2.78728 0.756558 1.09572 0.835599 0.816255 0.893936 1.20944 0.815018 0.648743 0.575804 0.573165 0.422151 0.495032 0.394844 0.296562 0.377695 0.548144 0.646403 0.437108 0.409384 0.262572 0.201489 0.27778 0.181467 0.131693
threshold=0.14787500000000001 0.080320000000000016 -0.52313499999999991 -1.0000000180025095e-35 0.11806500000000002 0.08568000000000002 -0.073119999999999977 -0.016999999999999998 -0.42170999999999997 0.095150000000000012 -0.086279999999999982 0.0097750000000000007 -0.020114999999999997 -0.080454999999999985 0.11684000000000001 -0.011209999999999999 0.085380000000000025 0.017340000000000005 0.089720000000000008 -0.089744999999999978 0.088805000000000009 -0.064249999999999988 0.030480000000000004 -0.079964999999999981 0.62277500000000008
decision_type=2 2 2 2 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 24 7 5 6 -5 -4 -8 13 -1 14 -13 -7 15 18 17 -17 19 -12 -18 22 -14 -23 -3
right_child=-2 2 3 4 -6 9 8 -9 -10 -11 11 12 21 -15 -16 16 20 -19 -20 -21 -22 23 -24 -25 -26
leaf_value=0.036378508531276298 -0.016281796089582013 0.036677502740224209 0.012657204514160749 -0.014716899518876824 0.034532180402469505 0.037159458348881534 0.022095505394821101 -0.016355392250798777 0.0091363127154091006 0.0079163305061846889 0.029337875227638331 0.0013731532637285002 0.028031277009662878 0.021001998076570775 0.0084191574099153274 0.036426662133289975 0.023237834145572591 0.015709758642161772 0.0042269366079184956 0.017809917820865679 0.011984806508390539 0.019603194802294936 0.012578920552751928 0.0065885690123949781 0.024637149867325008
leaf_weight=58 71 54 58 52 54 58 140 52 506 73 108 70 82 169 53 165 196 58 55 469 85 55 56 69 52
leaf_count=58 71 54 58 52 54 58 140 52 506 73 108 70 82 169 53 165 196 58 55 469 85 55 56 69 52
internal_value=0 0.0174627 0.0143962 0.0128994 0.0143588 0.0132655 0.00995855 -0.00104151 0.0119476 0.0209536 0.0199241 0.0192955 0.0139731 0.0251383 0.0207801 0.0213552 0.0248021 0.0310465 0.0186035 0.0199708 0.0198403 0.0173327 0.0217738 0.0123757 0.0307879
internal_weight=0 2847 1268 1162 1052 998 698 110 646 300 1579 1521 332 227 1189 1136 504 223 632 577 281 262 138 124 106
internal_count=2918 2847 1268 1162 1052 998 698 110 646 300 1579 1521 332 227 1189 1136 504 223 632 577 281 262 138 124 106
is_linear=0
shrinkage=0.16829


Tree=3572
num_leaves=16
num_cat=0
split_feature=2 49 1 12 4 43 150 39 0 1444 475 48 2 2 2
split_gain=2.14459 0.918189 0.913539 0.737165 1.04068 0.562062 0.754753 0.520495 0.497282 0.419719 0.376819 0.388682 0.664978 0.344447 0.0891173
threshold=0.12750000000000003 0.12733000000000003 0.13872000000000004 -1.0000000180025095e-35 -0.019465 -0.0042299999999999994 0.083810000000000009 0.08955500000000001 -0.050249999999999996 -0.078609999999999985 -0.15744499999999997 0.11028500000000001 -0.0098549999999999974 0.089725000000000013 0.13881000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 -1 6 7 -6 14 -5 -11 12 -12 -14 -2
right_child=2 -3 -4 9 5 -7 -8 -9 -10 10 11 -13 13 -15 -16
leaf_value=-0.013226560255426468 -0.0061234200110531784 0.032493032787652303 -0.015201532412026384 0.00087911833994536626 0.03741327771144156 -0.0016217940592298502 0.0016810332817043803 0.01405877482351771 0.017136849409101887 0.030125644546057109 -0.001516484768044683 0.029350695366460882 0.017613370384712251 0.013126033280227522 0.0036744558318433538
leaf_weight=59 52 85 84 53 52 64 60 57 70 53 64 58 1259 795 53
leaf_count=59 52 85 84 53 52 64 60 57 70 53 64 58 1259 795 53
internal_value=0 0.0152664 -0.000769206 0.0146969 0.00672446 0.0117841 0.0168716 0.0252169 0.00614804 0.0157162 0.0160682 0.015725 0.015351 0.0158774 -0.00116072
internal_weight=0 2659 259 2574 292 233 169 109 175 2282 2229 2176 2118 2054 105
internal_count=2918 2659 259 2574 292 233 169 109 175 2282 2229 2176 2118 2054 105
is_linear=0
shrinkage=0.16829


Tree=3573
num_leaves=19
num_cat=0
split_feature=2 3 49 0 12 16 16 3 3 16 12 0 160 51 1429 12 1429 1
split_gain=1.48362 0.745535 0.634838 0.600231 0.509721 0.80899 1.27922 0.576714 1.0836 0.452373 0.389177 0.312119 0.688696 0.833537 0.469277 0.543915 0.459896 0.190928
threshold=0.12750000000000003 0.15937000000000004 0.12733000000000003 -0.050249999999999996 -1.0000000180025095e-35 0.0030150000000000008 -0.0094449999999999968 -0.15327499999999997 -0.23098999999999997 -0.53342999999999996 -0.092484999999999984 -0.10998999999999999 -0.077614999999999976 0.081260000000000013 0.084895000000000012 0.083785000000000012 0.091765000000000013 0.12700000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 5 6 10 8 -6 -9 -1 12 -11 -14 15 -13 -16 -2
right_child=1 -3 -4 -5 7 -7 -8 9 -10 11 -12 14 13 -15 16 -17 -18 -19
leaf_value=-0.00075296363904844572 0.0034735582788141908 -0.015480952724457755 0.027024787559284658 0.015343630310251934 0.016279450412035851 0.021826491318773504 -0.021821210460760371 0.029229841690154936 -0.010017151297016946 -0.0088719762143258905 0.015329871354681578 0.022828717186687181 0.02218788935180379 -0.0035796775919090273 0.034969835277952208 0.012512261053554026 0.013297347396932051 -0.010929962405519989
leaf_weight=79 52 70 85 85 94 67 54 53 84 55 92 160 100 55 59 1569 53 52
leaf_count=79 52 70 85 85 94 67 54 53 84 55 92 160 100 55 59 1569 53 52
internal_value=0 -0.000638589 0.0126978 0.00484908 0.012224 0.0055928 0.00075078 0.0130717 0.00385973 0.0138502 0.00788928 0.0134519 0.0072874 0.013033 0.0141541 0.013468 0.0247301 -0.00371093
internal_weight=0 259 2659 189 2574 292 225 2282 178 2104 171 2051 210 155 1841 1729 112 104
internal_count=2918 259 2659 189 2574 292 225 2282 178 2104 171 2051 210 155 1841 1729 112 104
is_linear=0
shrinkage=0.16829


Tree=3574
num_leaves=12
num_cat=0
split_feature=1 0 147 16 11 52 15 0 160 456 16
split_gain=1.20625 0.370505 0.483258 0.855553 0.542701 2.79821 0.552103 0.503301 0.630718 0.318846 0.184315
threshold=0.14787500000000001 -0.24203499999999997 0.089245000000000005 -0.53342999999999996 0.077905000000000016 -0.0083399999999999985 0.13592500000000005 -0.12851999999999997 -0.075689999999999993 0.08542000000000001 0.51783000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 10 7 8 -5 -9 -6
right_child=-2 2 -4 4 5 -7 -8 9 -10 -11 -12
leaf_value=0.024079608676581453 -0.012079149839047326 0.031051978497385474 -0.0020601222701276188 -0.013034825748055125 0.024949943526949219 -0.025879176050487035 -0.005738372085142115 0.011093911070399485 0.0082135369149481524 0.019469029384590889 0.010760768863426796
leaf_weight=53 71 55 93 52 53 68 58 2060 165 138 52
leaf_count=53 71 55 93 52 53 68 58 2060 165 138 52
internal_value=0 0.010117 0.00985146 0.0102623 0.00982944 0.000705914 0.010467 0.0108569 0.00311348 0.0116206 0.01794
internal_weight=0 2847 2794 2701 2646 173 2473 2415 217 2198 105
internal_count=2918 2847 2794 2701 2646 173 2473 2415 217 2198 105
is_linear=0
shrinkage=0.16829


Tree=3575
num_leaves=16
num_cat=0
split_feature=2 1427 9 14 1 2 133 484 133 2 10 13 133 403 13
split_gain=1.49776 0.807921 0.667317 0.807951 0.779253 1.52949 1.30953 1.04722 0.535501 0.458635 0.432281 0.43088 0.4136 0.323031 0.443443
threshold=-0.047824999999999993 0.083935000000000023 -1.0000000180025095e-35 -0.13131999999999996 0.077375000000000013 0.083525000000000002 -0.0024649999999999997 0.087070000000000022 0.0049900000000000005 0.083885000000000015 0.057650000000000007 -1.0000000180025095e-35 0.40962500000000007 0.31447000000000008 -0.08620499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 -4 9 8 -7 -8 11 -5 -1 -6 -10 14 -11
right_child=1 -3 3 4 5 6 7 -9 12 13 -12 -13 -14 -15 -16
leaf_value=0.035509758612098145 -0.0067279131472252332 0.024078214689372043 0.023848532983176428 -0.0013434901636001472 0.011573032381909274 -0.026571371987807676 -0.0019575961368414291 0.022049630545594782 -0.009321482608818309 0.016846758403166479 0.016220215088343318 0.026715541791702709 0.010434149853466598 -0.0017816270410446794 0.0095861144514779329
leaf_weight=70 89 87 89 95 281 55 456 58 55 309 63 66 66 56 1055
leaf_count=70 89 87 89 95 281 55 456 58 55 309 63 66 66 56 1055
internal_value=0 0.00810364 0.0075939 0.00807721 0.00752649 0.00396915 -0.00188965 0.000747895 0.0110962 0.00996026 0.0263861 0.0144583 0.00143947 0.0107178 0.0112323
internal_weight=0 2817 2730 2641 2552 1037 569 514 468 1515 133 347 121 1420 1364
internal_count=2950 2817 2730 2641 2552 1037 569 514 468 1515 133 347 121 1420 1364
is_linear=0
shrinkage=0.16829


Tree=3576
num_leaves=25
num_cat=0
split_feature=1 2 14 30 4 14 4 1 52 1 2 52 13 52 4 4 133 43 43 4 4 2 13 52
split_gain=32.5652 7.25958 5.05867 3.60738 3.5438 2.479 2.11264 1.95914 1.75521 1.44599 1.17276 1.13069 1.25511 0.96804 1.389 0.70366 0.808004 0.57612 0.601354 1.97548 0.900065 0.30944 0.262632 0.0689643
threshold=0.10749500000000002 0.10859000000000001 0.073890000000000011 0.085915000000000019 -0.048309999999999992 -0.42227999999999993 0.032770000000000001 0.10123500000000001 -0.088284999999999988 0.11744000000000002 0.11366500000000002 -0.037619999999999994 -0.15747499999999998 0.0030150000000000008 0.26546000000000003 0.056815000000000011 0.031880000000000012 0.29736500000000005 -0.03898999999999999 -0.10429499999999998 -0.090174999999999991 0.13730000000000001 -0.064654999999999976 0.099570000000000006
decision_type=2 2 2 2 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 9 -3 -6 7 10 -9 -2 17 -7 -13 14 15 -8 -17 18 19 -1 -20 -14 -11 -15
right_child=1 4 -4 -5 5 11 13 8 -10 22 -12 12 21 23 -16 16 -18 -19 20 -21 -22 -23 -24 -25
leaf_value=0.0012296838072764899 0.0019561440550170226 0.0014214496244317897 0.0025918949570632411 0.00067927034485007985 0.0011067939274173181 -6.701815098803101e-06 0.0012835435856613133 0.0018412275735956508 0.0010117225729440317 0.0011879132959695031 0.0014580063212495155 0.0009092797638135051 0.00046079665672723344 0.0017165361784372746 0.0010003500207273817 0.0014586156304143743 0.0020017938134787288 0.0015797328567048444 0.0022228379967546112 0.0018675853032673771 0.0019061211441904029 9.9753818916681772e-05 0.0015189938985752539 0.0018818457490875956
leaf_weight=57 76 52 88 61 56 73 60 53 59 52 78 52 52 77 61 62 59 71 116 793 679 52 56 55
leaf_count=57 76 52 88 61 56 73 60 53 59 52 78 52 52 77 61 62 59 71 116 793 679 52 56 55
internal_value=0 0.000943337 0.00181469 0.00137569 0.000628912 0.000484185 0.00178468 0.00182928 0.00140457 0.00160637 0.00185577 0.000331778 0.000490395 0.00155729 0.00143256 0.00157803 0.00172376 0.00187383 0.0018865 0.00182485 0.00195238 0.000280614 0.00135991 0.00178568
internal_weight=0 582 2368 245 337 285 2280 1906 112 184 1794 229 156 374 242 181 121 1716 1645 850 795 104 108 132
internal_count=2950 582 2368 245 337 285 2280 1906 112 184 1794 229 156 374 242 181 121 1716 1645 850 795 104 108 132
is_linear=0
shrinkage=0.0032998


Tree=3577
num_leaves=14
num_cat=0
split_feature=9 44 0 4 1427 0 12 133 157 0 4 0 0
split_gain=1.19993 0.675508 0.765143 0.540104 0.496467 0.559847 1.31864 1.25671 1.48613 0.937923 0.452844 1.32277 0.471061
threshold=0.092060000000000017 1.0000000180025095e-35 -0.19166999999999998 0.024470000000000002 0.083935000000000023 -0.0033699999999999993 -0.12305999999999999 0.085355000000000014 -0.022224999999999998 0.080385000000000012 -0.085594999999999991 -0.086274999999999977 -0.10114999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -4 8 -7 -10 11 -8 -12
right_child=-2 -3 4 -5 -6 7 10 -9 9 -11 12 -13 -14
leaf_value=0.0076117773001151117 0.033513531092052462 0.026668877506672954 0.035349496493282277 -0.01377598114198913 0.020889547295994178 0.01619994513241332 0.032115679807968756 0.020183887396880124 -0.033096469527386915 -0.0042906786394645048 0.0015030219862871485 0.0069609900063372868 0.0084846228858229695
leaf_weight=59 54 55 52 77 88 57 85 68 55 77 327 196 1700
leaf_count=59 54 55 52 77 88 57 85 68 55 77 327 196 1700
internal_value=0 0.00818271 0.00782419 -0.00448426 0.00844369 0.0080245 0.00883682 0.000558041 -0.0064936 -0.0163067 0.0082387 0.0145765 0.00735922
internal_weight=0 2896 2841 136 2705 2617 2360 257 189 132 2308 281 2027
internal_count=2950 2896 2841 136 2705 2617 2360 257 189 132 2308 281 2027
is_linear=0
shrinkage=0.16829


Tree=3578
num_leaves=22
num_cat=0
split_feature=4 3 3 123 3 0 159 3 0 2 133 12 156 0 0 1456 481 3 3 4 0
split_gain=24.6648 9.60885 5.68425 3.54555 2.92584 1.63795 1.93306 1.9298 1.21643 1.08296 1.05725 0.868856 0.773297 0.962905 0.910698 0.679748 0.757427 0.546562 1.66916 0.424865 0.406649
threshold=0.31392000000000003 -0.07249499999999999 0.28833000000000003 0.080635000000000012 -0.14326499999999995 -0.108275 0.091130000000000017 0.12478500000000002 -0.14920999999999998 0.13881000000000002 0.084735000000000019 0.081320000000000017 0.091385000000000008 -0.12851999999999997 -0.087649999999999992 -0.14545999999999998 -0.053799999999999994 -0.16574499999999995 -0.12077499999999998 0.0014100000000000002 -0.086554999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 9 -2 7 -7 -6 -1 12 -5 -10 13 19 -15 -13 20 -18 -19 -3 -17
right_child=4 2 -4 10 5 6 -8 -9 11 -11 -12 15 -14 14 -16 16 17 18 -20 -21 -22
leaf_value=0.002325433730127589 0.0013995108272654173 0.0011965601108064456 0.0004457461836314447 0.0013522008254763032 0.0012834321550136952 7.8126117391342012e-05 0.00086670750433161378 0.00043080027916819519 0.0014224242832284509 0.0011953683732207406 0.00079613699011465045 0.0015230901167226419 0.0019880071487896156 0.0019692338259076707 0.0015935917309290856 0.0018745843142780529 0.0021342043590995129 0.0013159497266725198 0.0018552830888036772 0.0015910410268099959 0.0022230720562975942
leaf_weight=59 63 71 60 69 64 91 54 53 53 60 82 66 71 102 235 62 69 66 1351 53 96
leaf_count=59 63 71 60 69 64 91 54 53 53 60 82 66 71 102 235 62 69 66 1351 53 96
internal_value=0 0.00172448 0.00142356 0.00150248 0.000760597 0.00060683 0.000372048 0.000897498 0.00185708 0.00161771 0.00105047 0.00184139 0.00166528 0.00161549 0.00170739 0.00185435 0.00186763 0.00184433 0.00183019 0.00136545 0.00208655
internal_weight=0 2625 803 743 325 262 145 117 1822 592 151 1763 532 461 337 1710 1644 1486 1417 124 158
internal_count=2950 2625 803 743 325 262 145 117 1822 592 151 1763 532 461 337 1710 1644 1486 1417 124 158
is_linear=0
shrinkage=0.0032998


Tree=3579
num_leaves=27
num_cat=0
split_feature=1 1 47 14 14 4 43 457 16 1 4 1 4 1 4 16 4 16 51 16 52 42 42 4 16 51
split_gain=44.6477 8.92626 4.75794 4.31477 3.1664 2.82658 4.58728 2.74382 2.3896 2.34278 1.61294 1.72476 1.21206 1.15764 1.87666 1.12114 1.04679 0.72146 1.34227 0.827968 0.703356 0.562568 0.507456 0.441302 0.57111 0.245462
threshold=0.11690500000000002 0.10123500000000001 0.085585000000000008 0.064610000000000015 -0.41383499999999995 -0.14994999999999997 -0.033049999999999989 0.079930000000000015 0.0044600000000000013 0.13707500000000003 0.032770000000000001 1.0000000180025095e-35 -0.50231999999999988 0.11198000000000001 0.0063750000000000013 -0.061714999999999992 0.50291500000000011 0.014185000000000001 -0.092674999999999993 -0.00040499999999999992 -0.54340999999999984 0.087325000000000014 0.087005000000000013 0.18095500000000003 0.41580500000000004 -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 2
left_child=1 3 4 5 -2 6 -1 8 13 21 17 23 -8 14 -3 -4 -11 18 -7 -20 -19 -6 -22 24 -12 -10
right_child=2 7 15 -5 9 10 12 -9 25 16 11 -13 -14 -15 -16 -17 -18 20 19 -21 22 -23 -24 -25 -26 -27
leaf_value=0.00078273443370205245 0.0012018204446504848 0.00067937963731901866 0.00093871760300096301 0.0027223484305435967 0.00042889581009953622 0.0025767287746940961 0.0023121388345813823 0.00082288614145306323 0.0017898637659895201 0.00029884003099079742 0.0016787738858496646 0.0013005710061194439 0.0016088840547377923 0.0017033516062267145 0.0015224454742842456 0.0016057804860234834 -0.00033923604418527949 0.0021942673411265486 0.002030067071230397 0.0023587914501222895 0.0015576987043322101 0.00090142352351338265 0.0019155404345386835 0.0021142457867900917 0.0020839065243983632 0.0020924401799412825
leaf_weight=56 54 54 52 86 59 56 52 65 71 55 116 64 56 58 62 59 57 59 1238 91 72 52 114 80 58 54
leaf_count=56 54 54 52 86 59 56 52 65 71 55 116 64 56 58 62 59 57 59 1238 91 72 52 114 80 58 54
internal_value=0 0.00191746 0.000716166 0.00199676 0.000484648 0.0019672 0.0015502 0.00143848 0.00157219 0.000310824 0.00200229 0.00178643 0.00194781 0.00132151 0.00113029 0.0012936 -2.55806e-05 0.00204438 0.00207382 0.0020526 0.00187779 0.000650578 0.00177721 0.00190872 0.00181402 0.00192086
internal_weight=0 2562 388 2198 277 2112 164 364 299 223 1948 318 108 174 116 111 112 1630 1385 1329 245 111 186 254 174 125
internal_count=2950 2562 388 2198 277 2112 164 364 299 223 1948 318 108 174 116 111 112 1630 1385 1329 245 111 186 254 174 125
is_linear=0
shrinkage=0.0032998


Tree=3580
num_leaves=15
num_cat=0
split_feature=1 0 151 124 9 0 0 1454 47 2 159 2 16 0
split_gain=0.954847 1.40122 0.741514 0.613271 0.618464 0.491548 0.761812 0.396946 0.46035 0.389363 0.82676 0.718374 0.2792 0.248896
threshold=0.11883500000000001 -0.00077999999999999999 0.082375000000000018 -0.087104999999999988 0.08542000000000001 -0.067434999999999981 -0.11167499999999998 0.083660000000000026 0.11230000000000001 0.084095000000000017 -0.085604999999999987 0.084505000000000011 0.070590000000000014 -0.08323499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 7 6 -2 8 9 10 -5 -11 -7 -9
right_child=1 -3 -4 4 -6 12 -8 13 -10 11 -12 -13 -14 -15
leaf_value=-0.0044385214977787912 0.010868180807558546 -0.022901912904048114 -0.0036873701291628628 -0.0012443860795714004 0.029606694890974138 0.0060813843339793333 -0.012359852158476518 -0.0064943074721748612 0 -0.006895354258498354 0.018765717959135987 0.011994805424832446 0.021794334041140114 0.0095881659765417598
leaf_weight=65 87 55 92 66 56 63 74 53 85 59 502 1600 66 56
leaf_count=65 87 55 92 66 56 63 74 53 85 59 502 1600 66 56
internal_value=0 0.00171841 0.0111402 0.0116775 0.0121012 0.00639397 0.000180783 0.0116955 0.0121635 0.0126274 0.0164374 0.0113219 0.0141345 0.00175177
internal_weight=0 345 2634 2542 2477 290 161 2421 2312 2227 568 1659 129 109
internal_count=2979 345 2634 2542 2477 290 161 2421 2312 2227 568 1659 129 109
is_linear=0
shrinkage=0.16829


Tree=3581
num_leaves=27
num_cat=0
split_feature=1 52 2 1 12 39 4 11 4 13 12 3 39 4 40 0 12 4 52 13 133 1 42 15 15 16
split_gain=98.1851 17.4049 11.3156 11.0791 11.3006 4.27386 3.21145 3.66188 3.16259 2.91146 2.72839 1.89181 1.78186 1.62017 1.34397 1.06704 1.21019 1.03369 0.937321 0.902681 1.08348 0.760451 0.684145 0.681611 0.525571 0.416424
threshold=0.10398500000000001 -0.34918499999999997 0.095850000000000005 0.13654500000000003 0.088325000000000015 0.055555000000000007 0.15164000000000002 1.0000000180025095e-35 0.24814500000000003 -0.0015099999999999998 0.11755500000000001 0.088880000000000015 1.0000000180025095e-35 0.27644500000000005 -0.065259999999999999 -0.10934999999999999 0.091290000000000024 0.032770000000000001 0.0030150000000000008 0.00029500000000000007 0.09043000000000001 0.14754500000000001 -0.061474999999999995 0.090725000000000014 0.097415000000000015 -0.5061699999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 9 10 7 12 -6 14 11 17 15 -5 -3 -1 23 19 -19 20 -4 -15 -21 -17 -18 -11
right_child=1 3 5 13 8 -7 -8 -9 -10 25 -12 -13 -14 21 -16 16 24 18 -20 22 -22 -23 -24 -25 -26 -27
leaf_value=0.0021443601416887745 0.0023121622066104375 0.00067266715077220695 0.0027154052726241417 0.00046393156787832732 0.0022089025229346305 0.0011649922839669052 0.0016781277628429014 0.0031858083422054346 0.0011616634284439839 0.00078948407515891947 0.001434064808656604 0.0015955049955196918 0.0018738011238391805 1.862922984646221e-05 7.5569106496693836e-05 0.0025488964497026706 0.0024186743534983877 0.0017339140703365435 0.0023129500691055163 0.002377831993404406 0.0021453075409043803 -0.0005276128106774734 0.0018568902222477839 0.0028245681473413804 0.002097003565836504 0.0011812061488490901
leaf_weight=89 85 75 101 52 80 66 52 84 52 52 67 59 52 58 91 938 325 72 54 56 58 53 56 112 69 71
leaf_count=89 85 75 101 52 80 66 52 84 52 52 67 59 52 58 91 938 325 72 54 56 58 53 56 112 69 71
internal_value=0 0.00091687 0.00235254 0.000713728 0.000996533 0.00195748 0.00248773 0.00251293 0.00179662 0.000630973 0.00205742 0.00214894 0.00247725 -1.64913e-05 0.000345555 0.0024977 0.00251945 0.0022311 0.00198235 0.00234662 0.00250767 -0.000241872 0.00211768 0.00257833 0.00236243 0.00101589
internal_weight=0 669 2310 584 421 589 1721 1669 132 289 523 456 1585 163 166 1533 1444 397 126 271 159 111 112 1050 394 123
internal_count=2979 669 2310 584 421 589 1721 1669 132 289 523 456 1585 163 166 1533 1444 397 126 271 159 111 112 1050 394 123
is_linear=0
shrinkage=0.0032998


Tree=3582
num_leaves=18
num_cat=0
split_feature=4 12 40 13 1 49 3 51 51 4 4 51 42 42 4 0 13
split_gain=0.901409 1.1277 0.675015 0.653604 0.602817 0.527922 0.545602 0.491717 0.542194 0.718386 0.570742 0.493045 0.521347 0.440772 0.434636 0.5538 0.395916
threshold=0.25367000000000006 0.099170000000000022 -0.084924999999999987 -0.16392499999999996 0.13612500000000002 0.10470500000000001 -0.073614999999999986 0.13474500000000003 0.096685000000000007 -0.50690499999999983 -0.011209999999999999 0.07412500000000001 0.11517500000000001 0.087005000000000013 0.42642000000000008 -0.14680499999999999 -0.015454999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 14 7 13 8 9 -4 -10 12 -11 -7 15 -5 -13
right_child=1 -3 5 4 -6 6 -8 -9 10 11 -12 16 -14 -15 -16 -17 -18
leaf_value=-0.0046733309492436367 0.021663188302680526 -0.019012466664759069 0.03106818040377865 -0.010467842565593521 -0.013469883169904922 0.0018581214531607989 -0.0060775590742427471 0.024841892464331175 -0.011418845961273983 0.01033093947771037 0.011649771206871686 0.01208325675880983 0.021058511431059048 0.022323011171274231 0.016255256485562194 0.010355350114682894 0.02916862667078951
leaf_weight=75 63 59 57 66 53 67 94 85 57 1728 65 74 139 54 82 80 81
leaf_count=75 63 59 57 66 53 67 94 85 57 1728 65 74 139 54 82 80 81
internal_value=0 0.002476 0.0110411 0.00616674 0.00268605 0.011513 0.00352859 0.0122632 0.0117766 0.0124165 0.000857085 0.0118898 0.0111306 0.0110061 0.00644948 0.000929821 0.0210233
internal_weight=0 403 2576 344 281 2501 215 2286 2201 2079 122 2022 1867 121 228 146 155
internal_count=2979 403 2576 344 281 2501 215 2286 2201 2079 122 2022 1867 121 228 146 155
is_linear=0
shrinkage=0.16829


Tree=3583
num_leaves=27
num_cat=0
split_feature=1 52 3 2 47 130 12 2 0 43 12 1 3 0 12 3 13 16 2 12 13 3 43 0 483 42
split_gain=49.3852 8.4305 4.9527 4.49811 4.04721 2.68062 2.34868 1.86455 1.59835 1.79695 1.06639 1.05196 1.01769 3.2252 1.01217 1.0044 1.19715 0.942241 0.853876 0.700815 0.667971 0.54172 0.500879 0.621204 0.298408 0.352539
threshold=0.10398500000000001 -0.41694999999999993 0.25089000000000006 0.094765000000000016 0.080075000000000021 -0.071894999999999973 -0.032329999999999991 1.0000000180025095e-35 -0.076589999999999978 -0.081694999999999976 0.11755500000000001 0.14367000000000005 0.084670000000000009 -0.14867499999999997 -1.0000000180025095e-35 0.088880000000000015 -0.084144999999999984 -0.15693499999999996 0.10523 0.092855000000000007 -0.075904999999999986 0.10402500000000002 0.00042000000000000007 -0.064179999999999973 0.096520000000000009 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 5 -3 -5 -6 12 -10 15 -4 13 -1 20 16 -8 -15 -16 -11 -7 -20 23 -18 25 -19
right_child=1 2 11 6 7 14 10 -9 9 19 -12 -13 -14 17 18 -17 22 24 21 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.002617963568550913 0.001781484815825679 -0.00011472460229477943 0.00027154316528684141 0.00098551950197573422 0.0015956561010567073 0.00074634431088700767 0.0021402846488605769 0.00078747160190727108 0.0011021168349338341 0.0019741450057095713 0.0011965610625800664 -0.00034618327727333614 0.0014771910428030225 0.0014297235884332636 0.001209282492463549 0.0012251546712824563 0.0015846435478452771 0.0019262226496625388 0.00046064510390554788 0.001552959204299185 0.00026371081788120895 0.00092578372909623121 0.0014083600895801699 0.001915503394298534 0.0016558965048176066 0.0017917383716317366
leaf_weight=65 74 53 71 81 74 55 58 54 62 85 67 52 66 53 53 56 186 905 54 90 73 56 88 95 63 290
leaf_count=65 74 53 71 81 74 55 58 54 62 85 67 52 66 53 53 56 186 905 54 90 73 56 88 95 63 290
internal_value=0 0.000730869 0.000600145 0.0017491 0.000753831 0.000567255 0.00151126 0.00125498 0.00183846 0.00158637 0.00158862 1.01041e-05 0.00187987 0.00189916 0.000691586 0.00164294 0.00169765 0.00186349 0.000864302 0.00175774 0.000471368 0.000697763 0.00162797 0.00169663 0.00188174 0.00189362
internal_weight=0 669 595 2310 472 344 631 128 1679 237 550 123 1442 1376 291 483 427 1311 163 175 128 110 369 281 1258 1195
internal_count=2979 669 595 2310 472 344 631 128 1679 237 550 123 1442 1376 291 483 427 1311 163 175 128 110 369 281 1258 1195
is_linear=0
shrinkage=0.0032998


Tree=3584
num_leaves=20
num_cat=0
split_feature=106 4 15 12 48 43 43 4 3 11 12 50 15 160 3 0 0 3 49
split_gain=0.885239 0.760171 0.82599 0.820785 0.491347 0.575644 0.481721 0.667586 0.783958 1.32988 0.594523 0.582743 0.460829 0.369882 0.687409 0.333218 0.672314 0.170011 0.136283
threshold=0.085275000000000004 0.25367000000000006 -0.14689499999999997 0.099170000000000022 0.093225000000000016 -0.079409999999999994 -0.15450999999999995 -0.50810499999999992 -0.10690999999999999 0.077330000000000024 0.10082000000000001 -0.041284999999999995 0.015700000000000002 -0.075199999999999975 0.13772500000000001 -0.10147999999999999 -0.14867499999999997 -0.066229999999999997 0.088005000000000014
decision_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 13 6 -6 10 -8 9 -9 12 -10 -4 -3 15 16 -15 -7 -1
right_child=-2 3 4 -5 5 17 7 8 11 -11 -12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.030622924859929762 -0.010896749493563363 0.016164833090747274 0.016038094898771192 -0.015515039210413835 -0.0099536552614377279 0.015706494308686314 0.028983472146397748 -0.022575476341272657 -0.0035617881021004836 0.01114805770977338 0.0071129781060701143 0.011195325696147247 0.038420742503688654 0.0023198217513094748 -0.01410718466682505 -0.0023287242432152811 0.027250068488640727 0.0038712064185403741 0.019039515617930214
leaf_weight=56 60 78 52 59 71 57 52 56 79 81 68 1763 53 75 53 64 52 88 62
leaf_count=56 60 78 52 59 71 57 52 56 79 81 68 1763 53 75 53 64 52 88 62
internal_value=0 0.00973996 0.0107924 0.00272426 0.0101208 0.00245012 0.0108717 0.0101437 0.00964778 -0.00262363 0.0194078 0.0105614 0.0273531 0.00607183 0.00283801 0.00754949 0.0125416 0.00853609 0.024552
internal_weight=0 2919 2538 381 2420 216 2204 2031 1979 137 173 1842 105 322 244 191 127 145 118
internal_count=2979 2919 2538 381 2420 216 2204 2031 1979 137 173 1842 105 322 244 191 127 145 118
is_linear=0
shrinkage=0.16829


Tree=3585
num_leaves=21
num_cat=0
split_feature=1 40 47 4 14 3 1 4 1 12 4 4 457 15 4 42 12 12 13 1
split_gain=41.0345 4.83561 4.51937 3.30964 2.76505 2.64604 1.93106 1.70605 1.52188 1.32602 0.981812 3.83724 1.23153 0.723523 1.5788 0.650773 0.269557 0.219828 0.36763 0.196638
threshold=0.10921500000000002 -0.037459999999999993 0.084695000000000006 -0.045759999999999988 0.064610000000000015 -0.036264999999999992 0.12000500000000001 0.27258000000000004 0.084815000000000015 0.099680000000000005 -0.46195999999999998 -0.10701499999999999 0.072090000000000015 -0.41956999999999994 0.6214050000000001 0.11573500000000002 0.085425000000000015 0.103675 0.00085500000000000018 0.11374000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 7 -4 19 9 -1 10 16 -12 -13 14 -8 17 -3 -11 -19 -5
right_child=2 4 5 6 -6 -7 13 -9 -10 15 11 12 -14 -15 -16 -17 -18 18 -20 -21
leaf_value=0.0014523833534195105 0.0012365081687087842 0.0021764193506404552 0.0015570496168681046 0.00053865271667129396 0.0022574816587476276 0.00065432010950299511 0.00068408668323400202 0.0011451243077498228 0.00075697513742759861 0.0013711866543094928 0.00091026087959506245 0.0017528813082515493 0.0013898770097160846 -5.6891622761633184e-05 -6.3734981575019734e-05 0.0011399628548857605 0.0018492548901345 0.0018212498043616071 0.0014923214251066014 0.00080892171985212625
leaf_weight=61 52 58 78 58 91 65 64 66 79 58 65 1545 110 96 59 53 57 60 104 62
leaf_count=61 52 58 78 58 91 65 64 66 79 58 65 1545 110 96 59 53 57 60 104 62
internal_value=0 0.00165606 0.00064483 0.000461095 0.00169284 0.00114696 0.000342049 0.00166922 0.00106023 0.00168559 0.00171773 0.00169786 0.00172878 0.000157485 0.000325089 0.00147101 0.00201457 0.00154989 0.00161288 0.000678585
internal_weight=0 2407 534 391 2267 143 339 2176 140 2110 1835 1720 1655 219 123 275 115 222 164 120
internal_count=2941 2407 534 391 2267 143 339 2176 140 2110 1835 1720 1655 219 123 275 115 222 164 120
is_linear=0
shrinkage=0.0032998


Tree=3586
num_leaves=15
num_cat=0
split_feature=40 49 160 1 13 3 2 123 50 41 41 40 160 0
split_gain=0.749989 1.38396 0.548381 1.09895 0.92634 0.554238 0.822081 0.412078 0.480982 0.423576 0.925382 0.441191 0.343002 0.462331
threshold=-0.08440499999999998 -0.052004999999999989 -0.44452499999999995 0.081540000000000015 -0.081999999999999976 0.41417000000000009 0.14290000000000003 0.090270000000000017 0.10880500000000001 0.07677500000000001 0.088645000000000015 -0.0020749999999999996 -0.088899999999999993 -0.075319999999999984
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 8 9 11 -11 -4 -10 -14
right_child=2 -3 5 -5 -6 -7 -8 -9 12 10 -12 -13 13 -15
leaf_value=-0.023114464699387233 0.025619342584860615 0.012725685856090978 0.020962151797430589 0.038696095049277082 -0.005553613203902249 0.025835686971115823 -0.0067164946187867674 -0.0047826836512966445 0.013385689862753401 0.035666806291290751 0.0051641815967978814 0.0094408796668052821 -0.010797405486519184 0.0078708599537347154
leaf_weight=56 52 67 99 55 56 56 92 56 55 57 56 2033 81 70
leaf_count=56 52 67 99 55 56 56 92 56 55 57 56 2033 81 70
internal_value=0 -0.00357718 0.00983714 0.019322 0.00943895 0.00925416 0.00889619 0.00946985 0.00979622 0.0105105 0.0205664 0.00997672 0.00200283 -0.00213134
internal_weight=0 123 2818 163 108 2655 2599 2507 2451 2245 113 2132 206 151
internal_count=2941 123 2818 163 108 2655 2599 2507 2451 2245 113 2132 206 151
is_linear=0
shrinkage=0.16829


Tree=3587
num_leaves=15
num_cat=0
split_feature=51 484 51 155 14 9 41 11 2 2 484 160 3 3
split_gain=0.535778 0.574674 0.539442 1.07496 0.73497 0.487859 0.5262 0.465057 0.442129 0.437534 0.391149 0.335895 0.216091 0.19115
threshold=-0.40775499999999992 0.089025000000000007 -0.09021499999999999 0.083985000000000018 -0.23083499999999998 0.083710000000000021 0.084515000000000021 1.0000000180025095e-35 0.088615000000000013 0.10257000000000001 0.11628500000000001 -0.079594999999999985 -0.081804999999999975 -0.082824999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 -4 6 7 9 12 -6 -10 -2 -3 -5
right_child=1 8 4 13 5 -7 -8 -9 10 -11 -12 -13 -14 -15
leaf_value=0.019648359544525717 -0.020340934649209146 0.031193652682421049 0.023884359076904973 0.019009916478563909 0.0084527406128618605 -0.0055157834311260669 -0.0076984644919099055 0.018989887604851943 0 0.0022515819898172302 0.018884964081399096 -0.0036968629938168326 0.015746020567113609 0.0050697708363270609
leaf_weight=103 58 52 74 52 1625 87 64 100 68 403 57 85 52 61
leaf_count=103 58 52 74 52 1625 87 64 100 68 403 57 85 52 61
internal_value=0 0.00728122 0.00657053 -0.000759528 0.00736878 0.00683173 0.00732262 0.00777522 0.0153702 0.00722134 0.00860264 -0.0104602 0.0234871 0.0115006
internal_weight=0 2838 2609 256 2353 2279 2192 2128 229 2028 125 143 104 113
internal_count=2941 2838 2609 256 2353 2279 2192 2128 229 2028 125 143 104 113
is_linear=0
shrinkage=0.16829


Tree=3588
num_leaves=33
num_cat=0
split_feature=1 52 3 1 12 51 1 12 4 12 52 4 41 3 47 12 1446 4 1 3 15 12 1 42 49 12 4 49 15 50 3 49
split_gain=91.6619 17.8055 9.76813 8.67703 10.3603 3.82411 3.77323 2.78499 2.7497 2.28299 2.06824 2.41646 1.77728 3.02551 1.4888 1.21169 1.04814 0.937592 0.966371 2.02781 1.18195 0.743363 1.72964 0.67985 0.606957 0.931019 0.781923 0.587005 0.498671 0.38849 0.276385 0.167564
threshold=0.10442000000000001 -0.40011499999999994 -0.065674999999999983 0.13074500000000003 0.088325000000000015 -0.10056999999999998 0.092485000000000026 0.091290000000000024 0.061295000000000009 -1.0000000180025095e-35 -0.064364999999999992 0.42405000000000009 0.075585000000000013 -0.115685 1.0000000180025095e-35 -0.084509999999999988 0.083705000000000016 0.078235000000000013 0.083250000000000005 -0.098469999999999988 0.093815000000000009 0.095175000000000023 0.084815000000000015 -0.079234999999999986 0.082820000000000019 0.086730000000000015 -0.082274999999999987 -0.0019649999999999997 -0.0065999999999999991 0.08981500000000002 0.0012800000000000001 0.093930000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 -4 21 12 -6 -8 -5 -12 13 -1 27 -13 24 18 19 -9 29 22 30 -21 26 -26 -15 -3 -18 -20 -7 -25
right_child=1 3 5 10 8 6 9 17 -10 -11 11 15 -14 16 -16 -17 28 -19 20 23 -22 -23 -24 31 25 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.0013107186679960374 0.0018786393736372729 0.00019119858210010912 0.002052416546162106 -0.00087115269635134175 0.0018669033775054673 0.0016711127229288765 0.00025477034292405398 0.0012393644619966893 0.00085657451606303305 0.0012022535397161497 0.00040018101883315048 -5.356926597503143e-05 0.0025253820341881003 0.0020968973745217894 0.00063085016056892607 -0.00075386582174132477 0.0020409940364283369 0.0013256016765759672 0.0023670553212244436 0.0021228321334817806 0.0016884677049001421 0.0012079174808034623 0.0011513024267923878 0.0017833325803592375 0.0024644724788756784 0.0019465225121220837 0.0018667546467694232 -0.00017371161917540729 0.0024483358066962366 0.0019747405397612509 0.0020153509997695063 0.0015760490935422563
leaf_weight=69 80 97 75 52 56 54 56 87 62 55 62 52 70 245 54 56 55 54 63 62 94 90 64 185 68 88 490 95 87 52 52 60
leaf_count=69 80 97 75 52 56 54 56 87 62 55 62 52 70 245 54 56 55 54 63 62 94 90 64 185 68 88 490 95 87 52 52 60
internal_value=0 0.000418317 0.00181027 0.000218896 0.000532512 0.00137213 0.00123451 0.00191709 0.00133635 0.000724561 -0.000295162 -0.00011877 0.0020137 0.00198116 0.000146787 -0.000417012 0.00202591 0.00174471 0.00178219 0.00168534 0.00196458 0.00145208 0.00158113 0.00181161 0.00198365 0.00217252 0.00194352 1.04606e-05 0.00229081 0.00218997 0.00184032 0.00173271
internal_weight=0 666 2275 586 364 446 371 1829 118 111 222 170 1172 1102 246 108 1033 657 603 394 209 260 170 307 891 156 735 192 142 115 106 245
internal_count=2941 666 2275 586 364 446 371 1829 118 111 222 170 1172 1102 246 108 1033 657 603 394 209 260 170 307 891 156 735 192 142 115 106 245
is_linear=0
shrinkage=0.0032998


Tree=3589
num_leaves=13
num_cat=0
split_feature=12 41 9 51 16 484 376 0 51 43 51 41
split_gain=0.741902 0.567138 1.04833 0.418819 0.570098 0.827999 0.701289 0.792963 0.490483 0.596069 0.405964 0.384618
threshold=0.14472000000000004 0.078385000000000024 0.083710000000000021 0.14771500000000001 0.054560000000000004 0.11628500000000001 0.083705000000000016 -0.13843999999999998 -0.40775499999999992 -0.11366999999999998 -0.19656999999999999 0.088100000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -6 -10 -11 -3
right_child=-2 11 -4 -5 8 -7 -8 -9 9 10 -12 -13
leaf_value=-0.00064275436266213615 -0.010518863362660549 0.028578136135647175 -0.011955654924339715 0.020909086066645172 0.013709058169734729 0.028560537704630642 0.023100684064264729 0.0090659428975992176 -0.01630416141328132 -0.011014934255489632 0.0047949741393780798 0.010747205821812668
leaf_weight=279 63 60 77 69 96 59 87 1618 53 53 346 81
leaf_count=279 63 60 77 69 96 59 87 1618 53 53 346 81
internal_value=0 0.00793056 0.00739326 0.00795404 0.00760834 0.00890161 0.00831609 0.0076371 0.00278362 0.000459194 0.00269041 0.0183476
internal_weight=0 2878 2737 2660 2591 2043 1984 1897 548 452 399 141
internal_count=2941 2878 2737 2660 2591 2043 1984 1897 548 452 399 141
is_linear=0
shrinkage=0.16829


Tree=3590
num_leaves=26
num_cat=0
split_feature=12 2 13 4 4 47 48 159 4 151 16 0 43 43 16 159 151 12 16 13 16 42 159 13 43
split_gain=28.3866 9.92315 6.45401 5.5257 2.97896 2.40046 2.19771 1.50846 2.26729 1.19387 1.28071 1.11984 1.02878 0.886684 0.710613 0.705295 1.15785 0.766047 0.644246 0.642888 0.489078 0.341234 0.316392 0.219324 0.134747
threshold=0.056995000000000011 0.13631000000000001 -0.0042049999999999995 -0.14595999999999995 0.052250000000000012 0.077735000000000012 0.094180000000000014 0.079875000000000015 0.26546000000000003 -0.051109999999999996 -0.0070549999999999996 -0.14534499999999997 -0.091744999999999979 -0.081694999999999976 0.11702000000000001 0.085035000000000013 -0.086439999999999989 0.092755000000000018 -0.15693499999999996 0.041960000000000004 0.40518500000000007 0.091330000000000008 0.10384500000000001 -0.070154999999999981 -0.081054999999999974
decision_type=2 2 2 2 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 11 9 7 8 13 -5 -11 -2 -6 -1 15 16 -13 -18 23 20 24 -20 -17 -14 -16
right_child=1 -3 3 5 12 -7 -8 -9 -10 10 -12 14 18 -15 19 22 17 -19 21 -21 -22 -23 -24 -25 -26
leaf_value=0.00087070951613092533 0.0021830451916920296 0.00037873763053949489 0.0018665085462745404 0.0011704903705440659 0.00094932370000347052 0.0015176075325530585 9.1352916330817935e-05 0.00039115013269006016 0.00045240754789049637 0.00089054952025829307 0.00029801002205965486 0.0013303860592590981 0.0017241791608139459 0.0014411386190934527 0.0014081289729412465 0.0021627216050839082 0.0017928771249930617 0.0016186187246319227 0.0011411243069432881 0.0017753015387822701 0.0016598241471559364 0.0014849575878365996 0.0018256871698835494 0.0014498130475592691 0.0011678612705020301
leaf_weight=57 56 67 99 72 52 68 77 103 80 103 65 82 84 63 55 55 866 411 74 89 63 57 74 55 53
leaf_count=57 56 67 99 72 52 68 77 103 80 103 65 82 84 63 55 55 866 411 74 89 63 57 74 55 53
internal_value=0 0.00162978 0.000899122 0.00118795 0.00166919 0.000969726 0.00058968 0.000716201 0.000883426 0.000814346 0.000661503 0.00172146 0.00137628 0.00117048 0.00170665 0.00173466 0.00171232 0.00173682 0.00145838 0.00154623 0.0014268 0.001291 0.00196966 0.00161587 0.00129055
internal_weight=0 2193 787 407 2126 308 380 303 200 240 168 1804 322 120 1748 1488 1359 1277 270 260 171 131 129 139 108
internal_count=2980 2193 787 407 2126 308 380 303 200 240 168 1804 322 120 1748 1488 1359 1277 270 260 171 131 129 139 108
is_linear=0
shrinkage=0.0032998


Tree=3591
num_leaves=15
num_cat=0
split_feature=14 0 52 2 16 447 9 457 2 1 132 50 403 14
split_gain=0.70155 0.709985 1.11881 0.904614 0.601307 0.521463 0.819213 0.656194 0.503274 0.496914 0.359076 0.351102 0.296311 0.213982
threshold=0.077140000000000014 -0.13619499999999998 0.090300000000000005 0.092250000000000013 -0.073554999999999995 0.089395000000000016 0.088665000000000008 0.085230000000000014 -0.0098549999999999974 0.110115 -0.083284999999999984 -0.23771499999999998 -0.073119999999999977 0.08604500000000001
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 8 -3 -5 12 -12 -10 -2
right_child=13 5 -4 4 -6 -7 -8 -9 10 -11 11 -13 -14 -15
leaf_value=-0.022607380617554636 0.02706839671889694 -0.006104380509789095 0.020504147723789588 0.0033886215320698219 0.012537886322584162 -0.010076688313021727 0.027335450478133804 0.020126956686286081 0.02161684991334422 -0.01717114719752711 0.016277949543790773 0.0050969086559552214 0.0073387529899846616 0.011713618584057211
leaf_weight=72 52 99 52 65 66 54 53 92 74 68 83 2004 94 52
leaf_count=72 52 99 52 65 66 54 53 92 74 68 83 2004 94 52
internal_value=0 0.0053312 -0.00209845 -0.00644211 -0.000584341 0.00627189 0.00662588 0.00617641 0.00563043 -0.00710963 0.00614641 0.00554244 0.0136386 0.0194083
internal_weight=0 2876 323 271 199 2553 2499 2446 2354 133 2255 2087 168 104
internal_count=2980 2876 323 271 199 2553 2499 2446 2354 133 2255 2087 168 104
is_linear=0
shrinkage=0.16829


Tree=3592
num_leaves=20
num_cat=0
split_feature=43 3 15 402 159 482 1453 159 160 48 3 159 43 400 16 3 51 3 2
split_gain=0.627607 0.522067 0.957137 0.423156 0.467406 1.09705 0.851472 0.598802 0.536113 0.54162 0.423727 0.309522 0.307368 0.422919 0.275821 0.211289 0.21762 0.143257 0.0807338
threshold=-0.50775499999999985 0.25089000000000006 -0.24211499999999997 -1.0000000180025095e-35 0.085545000000000024 0.08487500000000002 -0.077554999999999985 0.040460000000000003 -0.42353999999999997 -0.085909999999999986 -0.074084999999999998 0.091235000000000024 0.05259500000000001 -0.0080949999999999998 -0.088314999999999991 -0.083154999999999993 -0.082424999999999984 -0.079854999999999995 0.085225000000000009
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 6 11 -5 8 10 -10 -8 -6 13 -2 -15 -13 -17 18 -16
right_child=1 2 -4 4 5 -7 7 -9 9 -11 -12 15 -14 14 17 16 -18 -19 -20
leaf_value=0.022829612333811498 -4.6997433849094702e-06 0.0097399043566893471 -0.020018448782530542 0.021091109518886333 0.024581740841673347 -0.012614764214867621 0.0063309232093149643 -0.013557977318197573 0.018891056670751402 0.0017737756528935764 0.025001771746289727 0.017436220686026505 0.001454503180631585 0.02669650830719314 0.0044485686606856572 0.014865396870438858 0.0015026279660542055 0.019710141187054296 0.013647111936758301
leaf_weight=54 56 57 66 73 61 52 103 63 54 1747 52 91 85 55 52 59 84 58 58
leaf_count=54 56 57 66 73 61 52 103 63 54 1747 52 91 85 55 52 59 84 58 58
internal_value=0 0.00451118 -0.00621339 0.00498243 0.00418239 0.00990515 0.0032323 0.0025857 0.00310658 0.00228801 0.0126063 0.0138809 0.0103382 0.0130383 0.0163217 0.0110836 0.0070285 0.0129145 0.00931504
internal_weight=0 2926 123 2803 2439 347 2092 2019 1956 1801 155 295 364 279 223 234 143 168 110
internal_count=2980 2926 123 2803 2439 347 2092 2019 1956 1801 155 295 364 279 223 234 143 168 110
is_linear=0
shrinkage=0.16829


Tree=3593
num_leaves=20
num_cat=0
split_feature=1 4 34 3 13 47 123 49 3 160 47 1 42 43 16 4 16 158 4
split_gain=23.3119 5.35034 3.71284 3.13936 3.01762 2.01479 1.82202 1.14831 1.03331 1.84568 1.39355 0.970995 0.853346 0.799368 0.74204 0.582557 0.749313 0.460567 0.451226
threshold=0.11829500000000003 0.27420500000000009 -0.010739999999999998 0.11995000000000001 -0.27740999999999993 0.08593000000000002 1.0000000180025095e-35 -0.088164999999999979 -0.073614999999999986 -0.086854999999999988 0.085165000000000018 0.10123500000000001 0.084495000000000015 -0.049999999999999996 -0.51287499999999986 0.052250000000000012 -0.14463999999999996 0.084965000000000027 -0.033649999999999992
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 -4 13 7 12 15 18 -11 -8 -1 -6 -3 16 -9 -17 -10
right_child=2 14 4 -5 5 -7 11 8 9 10 -12 -13 -14 -15 -16 17 -18 -19 -20
leaf_value=0.0022410426662357605 -0.00013022135032127378 0.00070579172161425131 0.00025656052133483129 0.00087587167573393069 0.00052466246390014601 0.0014353532630380931 0.0015003249080242367 0.0020575275230394936 0.0020757669417426636 0.0012867808441408711 0.0018179294084446295 0.00088640747826324289 0.0016700193627215839 0.0010165100610027465 0.0012031214179777027 0.0013652146536665111 0.0016756318279982454 0.0017433261946914393 0.0016512312401372544
leaf_weight=61 53 73 78 62 70 79 62 59 57 301 66 52 55 75 60 115 1495 52 55
leaf_count=61 53 73 78 62 70 79 62 59 57 301 66 52 55 75 60 115 1495 52 55
internal_value=0 0.0015759 0.000674755 0.00161033 0.000816142 0.00101084 0.00162906 0.00164915 0.00163218 0.00149592 0.0013824 0.0012206 0.0019706 0.000779309 0.000930416 0.00167009 0.00169015 0.00148316 0.0018676
internal_weight=0 2625 355 2492 302 224 2430 2316 2200 479 367 114 116 145 133 1721 1554 167 112
internal_count=2980 2625 355 2492 302 224 2430 2316 2200 479 367 114 116 145 133 1721 1554 167 112
is_linear=0
shrinkage=0.0032998


Tree=3594
num_leaves=25
num_cat=0
split_feature=15 31 15 147 51 43 15 484 11 48 15 15 1455 159 15 15 15 15 402 48 15 15 159 15
split_gain=23.5173 7.63427 5.29339 3.23467 3.17313 2.64206 2.39629 1.74166 1.52423 1.39766 1.1784 1.13392 0.910242 0.734869 1.08337 0.593739 0.511931 0.388291 0.261856 0.233196 0.215119 0.498396 0.109177 0.0791699
threshold=-0.26361999999999991 -1.0000000180025095e-35 0.043560000000000008 0.089245000000000005 -0.004559999999999999 -0.049999999999999996 0.13592500000000005 -0.0010549999999999997 0.07585500000000002 0.093225000000000016 -0.10566999999999999 -0.085999999999999979 0.083760000000000015 0.041590000000000009 -0.015824999999999995 0.091285000000000019 -0.14051999999999998 0.083540000000000017 0.11288500000000001 0.08035500000000001 0.10841500000000003 0.099260000000000015 -0.12665499999999999 -0.46645999999999993
decision_type=2 2 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 -1 8 12 15 10 -9 -3 19 14 -13 17 -11 -4 -19 -6 21 -17 -22 -7
right_child=1 2 6 -5 7 23 -8 9 -10 16 -12 13 -14 -15 -16 20 -18 18 -20 -21 22 -23 -24 -25
leaf_value=0.00024755475051395739 0.00052664006555268783 0.0022231386903528161 0.0017855671815442116 0.0010539002452585181 0.0019006580939269963 0.0010719796803149444 0.0014723594066653994 0.0019067626540914156 0.0025558696970744608 0.0015386944444463902 0.0015257720822834397 0.0017427965874182094 0.0015074680350371185 0.0015741698922954982 0.002091385148381805 0.001911132209710609 0.0011582859468793354 0.0020635676575965936 0.0023104545865637962 0.0021870134136370793 0.0018857296837472201 0.0015447656123331115 0.0020734663359191921 0.00090120132284293123
leaf_weight=94 52 102 52 85 75 55 94 113 56 56 423 216 52 94 180 189 130 466 55 58 66 53 88 76
leaf_count=94 52 102 52 85 75 55 94 113 56 56 423 216 52 94 180 189 130 466 55 58 66 53 88 76
internal_value=0 0.00177997 0.00180406 0.00168118 0.00171673 0.000670181 0.00197798 0.00159383 0.00202431 0.00152038 0.00160616 0.00190495 0.0018803 0.00183864 0.00190133 0.00199356 0.00127301 0.00206216 0.0020897 0.0020258 0.00189421 0.00183104 0.00199324 0.000973171
internal_weight=0 2755 2703 1584 1499 225 1119 907 1025 722 536 592 185 490 396 969 186 573 521 133 396 242 154 131
internal_count=2980 2755 2703 1584 1499 225 1119 907 1025 722 536 592 185 490 396 969 186 573 521 133 396 242 154 131
is_linear=0
shrinkage=0.0032998


Tree=3595
num_leaves=11
num_cat=0
split_feature=4 376 38 4 150 3 3 1429 14 3
split_gain=1.36121 0.789735 0.590945 0.839989 0.562887 0.42726 0.523524 0.481449 0.469315 1.06598
threshold=0.51395000000000002 0.085945000000000008 0.083695000000000006 -0.51843499999999987 0.12364000000000001 -1.0000000180025095e-35 -0.010434999999999998 0.094555000000000014 -0.073149999999999979 0.110335
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -7 -10
right_child=-2 -3 -4 4 -6 8 -8 -9 9 -11
leaf_value=0.029880974570563854 -0.011958997154665248 -0.010556996411987547 -0.0090790316466222779 0.008586723379811409 -0.0079687398200312259 0.027492359761028973 -0.0078523184350718853 -0.0076317888500203063 0.020366125720977069 0.00022907167016223334
leaf_weight=52 101 64 54 2151 59 61 59 53 165 136
leaf_count=52 101 64 54 2151 59 61 59 53 165 136
internal_value=0 0.00791409 0.00833844 0.00868287 0.0082715 0.00863721 0.0077767 0.0081959 0.0140116 0.0112736
internal_weight=0 2854 2790 2736 2684 2625 2263 2204 362 301
internal_count=2955 2854 2790 2736 2684 2625 2263 2204 362 301
is_linear=0
shrinkage=0.16829


Tree=3596
num_leaves=21
num_cat=0
split_feature=12 0 0 39 149 12 12 43 51 39 3 51 156 16 43 3 1453 16 11 52
split_gain=0.998119 1.0349 0.677461 0.795586 0.475188 0.532493 0.820969 1.04583 0.712047 0.774761 0.466372 0.379006 0.60874 0.550725 0.37698 0.483676 0.447398 0.363008 0.328401 0.310238
threshold=-0.083979999999999985 -0.14534499999999997 -0.066574999999999981 0.088025000000000006 1.0000000180025095e-35 0.083945000000000006 0.080635000000000012 -0.021354999999999996 -0.15136499999999997 0.090190000000000006 0.110335 -0.22411499999999998 0.10079000000000002 0.51165500000000008 -0.46052499999999996 -0.10519499999999998 -0.0067199999999999994 -0.071129999999999985 0.08326500000000002 -0.068039999999999975
decision_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 8 -8 -2 10 19 13 14 -7 -13 18 -17 -12 -16 -10
right_child=4 2 -4 -5 -6 11 7 -9 9 -11 17 12 -14 -15 15 16 -18 -19 -20 -21
leaf_value=-0.022473408592504504 -0.013082428028349462 0.024289310002233382 -0.010832938326527557 -0.0023860901587183132 0.020391694693379547 0.028814376396193012 0.0029855540447738999 -0.02805307520392444 0.0062107192425260435 -0.010336647884853879 0.0093523564519809241 -0.0044183300808106054 -0.0061430912467346898 0.0073418279980124301 0.0250376406122533 0.019737204507607509 0.0069447817040507349 -0.0082624039319637403 0.0092001083414277578 0.018336924238696935
leaf_weight=64 53 57 73 71 73 59 75 52 91 60 81 66 90 80 80 82 1445 56 70 177
leaf_count=64 53 57 73 71 73 59 75 52 91 60 81 66 90 80 80 82 1445 56 70 177
internal_value=0 -0.00383329 0.00209294 0.00947876 0.00698759 0.006613 0.00241155 -0.00970903 0.00538667 0.00749561 0.0101419 0.0079863 0.00734206 0.016469 0.00803939 0.00853075 0.00763291 0.00213905 0.0176588 0.0142261
internal_weight=0 265 201 128 2690 2617 645 127 518 465 405 1972 1833 139 1743 1677 1527 137 150 268
internal_count=2955 265 201 128 2690 2617 645 127 518 465 405 1972 1833 139 1743 1677 1527 137 150 268
is_linear=0
shrinkage=0.16829


Tree=3597
num_leaves=13
num_cat=0
split_feature=4 2 14 15 403 2 4 3 15 3 13 3
split_gain=0.855909 0.982891 0.874863 1.21153 0.6404 0.614164 0.52423 0.69206 0.643559 0.628058 0.413138 0.207362
threshold=0.51292000000000015 0.12250500000000002 -1.0000000180025095e-35 -0.24211499999999997 -0.5407249999999999 0.14346500000000004 -0.17568999999999999 -0.15963499999999997 0.025430000000000005 0.110335 0.041960000000000004 0.091085000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 -4 -5 6 8 -8 10 -9 -6 -1
right_child=1 -3 3 4 5 -7 7 9 -10 -11 -12 -13
leaf_value=0.012980055224353741 0.004576434245858285 -0.026342485636185482 -0.019714383899247016 0.019980503269307736 0.015521289453615224 -0.0099564466980562542 -0.01340582108118415 0.0058195015519951071 0.029305635421373707 -0.0077542787677233778 -0.0013323702205793109 0.027890407022179445
leaf_weight=53 66 52 55 84 94 75 58 2136 54 101 73 54
leaf_count=53 66 52 55 84 94 75 58 2136 54 101 73 54
internal_value=0 -0.00903363 0.00558877 0.00500283 0.0055117 0.00504193 0.00548974 0.0047347 0.0133224 0.00520585 0.00814336 0.0205217
internal_weight=0 118 2837 2730 2675 2591 2516 2295 221 2237 167 107
internal_count=2955 118 2837 2730 2675 2591 2516 2295 221 2237 167 107
is_linear=0
shrinkage=0.16829


Tree=3598
num_leaves=26
num_cat=0
split_feature=15 12 15 150 12 13 12 15 39 52 0 0 1446 160 52 157 52 1209 155 15 0 42 0 51 48
split_gain=20.8453 8.51212 4.89831 3.86585 3.57152 2.49899 1.72219 1.19734 1.08173 1.07088 0.980433 1.72555 0.954116 0.838308 0.895025 0.790695 0.77123 0.699816 0.625024 0.970805 0.683835 0.526015 0.518744 0.497641 0.442481
threshold=-0.26361999999999991 0.056995000000000011 0.13954000000000003 0.095565000000000011 -0.073629999999999987 -0.00027999999999999998 0.092855000000000007 -0.46772999999999992 0.086040000000000019 -0.07167999999999998 -0.10594499999999998 -0.029849999999999998 0.093190000000000009 -0.23899999999999996 0.40431 -0.059399999999999988 -0.0064899999999999992 -0.080379999999999993 0.083290000000000017 -0.035654999999999992 -0.077614999999999976 0.094640000000000016 -0.061674999999999994 0.08623500000000002 0.087310000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 5 7 8 12 -1 9 -2 16 -12 13 14 -3 -8 -7 -15 19 21 -21 -17 -6 -19 -10
right_child=1 2 -4 -5 22 10 15 -9 24 -11 11 -13 -14 17 -16 18 -18 23 -20 20 -22 -23 -24 -25 -26
leaf_value=0.00059990886645803132 0.00069882744381263916 0.0013282356403882037 0.00086817886962799954 0.0007931718827559474 0.0013130353816291991 0.001776018436665131 0.0013939038248675364 -8.2928137646628216e-05 0.0016740052524767777 0.001355663554674944 0.0022632192893783714 0.0015632394933838502 0.0023616901165771664 0.0023142896589781795 0.0019325575764411462 0.0014328638922790173 0.0012241768399577201 0.0018986936138283355 0.0020412116739108085 0.0020416706614699008 0.0017332608663601764 0.0017666837864592168 0.00087018115251182428 0.0021603776459643764 0.0012672596532985892
leaf_weight=59 57 54 56 100 61 53 70 53 59 52 73 82 54 52 54 142 59 1035 80 118 245 83 56 88 60
leaf_count=59 57 54 56 100 61 53 70 53 59 52 73 82 54 52 54 142 59 1035 80 118 245 83 56 88 60
internal_value=0 0.00173489 0.00183238 0.00138569 0.000698078 0.00150532 0.00185838 0.000276466 0.00125103 0.0010125 0.00172233 0.00189313 0.00192924 0.00191101 0.00163072 0.00172996 0.00148563 0.00193674 0.00176513 0.00172751 0.00183361 0.00155616 0.00110137 0.00191923 0.00146922
internal_weight=0 2726 2131 595 229 495 2075 112 228 109 267 155 1337 1283 108 738 112 1175 668 588 363 225 117 1123 119
internal_count=2955 2726 2131 595 229 495 2075 112 228 109 267 155 1337 1283 108 738 112 1175 668 588 363 225 117 1123 119
is_linear=0
shrinkage=0.0032998


Tree=3599
num_leaves=12
num_cat=0
split_feature=4 40 2 4 159 3 160 4 40 1208 52
split_gain=0.713071 0.603422 0.721432 0.549602 0.567255 0.772166 0.478269 0.865589 0.353639 0.309004 0.11886
threshold=0.51395000000000002 1.0000000180025095e-35 -0.14847999999999997 0.2642250000000001 0.085035000000000013 0.095880000000000007 -0.55171499999999984 -0.51843499999999987 -0.078949999999999979 0.10128000000000001 -0.082174999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4 -8 10 -10 -9
right_child=-2 -3 3 4 -6 -7 7 8 9 -11 -12
leaf_value=0.025438196955854097 -0.0084327027681398888 -0.0091447221680326634 -0.0091339760753930879 -0.01689001310199471 0.01184432822922421 0.0069598203290297872 0.028501632060715213 0.010409450446990804 0.0057822806773427391 0.01845484193787204 0.02152011700087493
leaf_weight=55 101 73 53 96 60 64 52 57 2234 56 54
leaf_count=55 101 73 53 96 60 64 52 57 2234 56 54
internal_value=0 0.0059488 0.00634564 0.00595977 -0.00209891 -0.00733885 0.00666795 0.0070101 0.0065439 0.00609296 0.0158308
internal_weight=0 2854 2781 2726 220 160 2506 2453 2401 2290 111
internal_count=2955 2854 2781 2726 220 160 2506 2453 2401 2290 111
is_linear=0
shrinkage=0.16829


Tree=3600
num_leaves=32
num_cat=0
split_feature=1 3 52 9 3 52 0 151 49 0 13 1 3 15 0 3 3 13 13 52 52 0 15 52 3 483 0 3 52 0 3
split_gain=45.949 9.92589 6.80726 3.25132 2.67672 2.62667 1.6404 1.54069 1.3873 1.75187 1.20776 2.02913 1.0969 0.983591 0.791782 0.761238 0.707883 0.626167 0.608819 0.577251 0.560505 1.429 0.944819 1.09976 0.542751 0.386213 0.393972 0.323001 0.270204 0.248382 0.192224
threshold=0.10264000000000002 0.28833000000000003 -0.41694999999999993 -1.0000000180025095e-35 -0.072649999999999978 0.12484500000000003 -0.072924999999999976 -0.030624999999999996 -0.047859999999999993 -0.14867499999999997 0.060680000000000005 0.11181500000000001 0.10402500000000002 0.037885000000000009 -0.11167499999999998 -0.086934999999999985 -0.082689999999999986 0.060680000000000005 0.14953500000000003 -0.44829999999999998 -0.084674999999999986 -0.050704999999999993 -1.0000000180025095e-35 0.029970000000000007 -0.0042999999999999991 0.095020000000000007 -0.095724999999999991 -0.115685 -0.014264999999999998 -0.11327499999999999 -0.065134999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 8 28 15 -10 11 -9 20 19 -3 -1 -15 25 -19 -8 24 22 23 29 -6 26 -11 -21 -5 -22 -24
right_child=1 14 3 5 12 -7 13 10 9 17 -12 -13 -14 16 -16 -17 -18 18 -20 27 21 -23 30 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0016501152054911835 0.0022825773987459105 0.00061705566652548165 0.00062818646519088384 0.00076165101168994926 0.0019789023543132452 0.0019144334875773735 0.0021529440384476994 0.00095872842098674248 0.0029053313878002096 0.0021471751273982732 0.00098092328606294577 0.0017189833583347413 0.0015677582445251558 0.0025489342481259938 7.6371846641633216e-05 0.0022115594967809559 0.0020039476144461141 0.001805433568925318 0.0022805519647888317 0.0015370700813711667 0.0015244551136019274 0.0014682416847348011 0.0021615345444157344 0.0022049700857626341 0.0024247146690327716 0.0020865736114176964 0.0023667644374001993 0.0018952767616391261 0.001090994092482234 0.00185244484115405 0.0024370742148629347
leaf_weight=52 84 64 74 54 53 81 52 52 56 102 59 147 60 52 55 55 54 52 71 53 52 52 62 81 72 69 981 61 57 53 57
leaf_count=52 84 64 74 54 53 81 52 52 56 102 59 147 60 52 55 55 54 52 71 53 52 52 62 81 72 69 981 61 57 53 57
internal_value=0 0.00123939 0.00140999 0.00127004 0.00219365 0.00137551 0.00225786 0.00125712 0.00230248 0.00233167 0.00139725 0.0015205 0.00199103 0.0020218 0.000367456 0.00193904 0.00227163 0.00230645 0.00207998 0.00186205 0.00204365 0.00197621 0.0020627 0.00191465 0.00223597 0.0023306 0.00234612 0.00172905 0.000931091 0.00169035 0.00229381
internal_weight=0 727 608 524 2252 450 1710 369 1438 1331 258 199 542 272 119 107 106 1275 123 166 482 357 305 186 125 1152 1083 114 111 105 119
internal_count=2979 727 608 524 2252 450 1710 369 1438 1331 258 199 542 272 119 107 106 1275 123 166 482 357 305 186 125 1152 1083 114 111 105 119
is_linear=0
shrinkage=0.0032998


Tree=3601
num_leaves=34
num_cat=0
split_feature=12 12 16 0 49 15 14 11 15 457 15 0 51 51 15 12 1456 16 52 15 457 52 12 481 47 481 133 0 133 0 0 15 12
split_gain=15.9994 3.74035 2.7246 2.9515 2.49668 1.98803 1.9009 1.58551 1.89286 1.48055 2.47482 1.40114 1.31015 1.30519 1.27808 0.826588 0.819467 0.602212 0.723778 0.519937 0.509971 0.600573 0.469386 0.414538 0.489147 0.438684 0.39623 0.337169 0.26397 0.250298 0.246269 0.241037 0.27401
threshold=0.056995000000000011 0.095330000000000012 0.062500000000000014 -0.067969999999999989 -0.032624999999999994 -0.17840999999999999 -0.13131999999999996 1.0000000180025095e-35 1.0000000180025095e-35 0.095420000000000019 -0.26361999999999991 -0.10934999999999999 -0.15388999999999997 -0.067059999999999995 -0.076594999999999983 0.090285000000000018 -0.07730999999999999 -1.0000000180025095e-35 -0.070104999999999987 -0.049344999999999993 -0.0034949999999999994 -0.046194999999999993 0.090885000000000007 -0.0085599999999999982 1.0000000180025095e-35 -0.085629999999999984 0.092215000000000005 -0.082784999999999984 -0.037434999999999989 -0.085674999999999987 -0.076589999999999978 -0.062734999999999985 0.108115
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 6 -3 -6 -1 11 -9 10 -8 -2 -4 -14 -5 16 29 28 19 -19 -12 -22 -17 25 -25 -18 27 -24 -7 -13 -28 -30 -33
right_child=1 4 12 14 5 17 9 8 -10 -11 20 15 13 -15 -16 22 23 18 -20 -21 21 -23 26 24 -26 -27 30 -29 31 -31 -32 32 -34
leaf_value=0.0017570360981708519 0.001316917817713143 0.0009007254186484924 0.0011522825031618504 0.00044485605446503511 0.001036427108315228 0.0019428239932066712 0.00067304438542483227 0.0018027945892759929 0.0026521464126314375 0.00062536307869529516 0.0010651490800885348 0.0017459167339793392 0.0021317616666745617 0.0014097306893321498 0.0010352048585415142 0.0013886896075329517 0.0018598506040650442 0.0018834354566530306 0.0013054431674662623 0.0014812655882115076 0.0011874491890358034 0.0015419186066355137 0.0016024606188195325 0.0018950188183496336 0.0015772448560975336 0.0022538123007855215 0.0017149410700084029 0.0018984457180631846 0.0015155171088056839 0.0014307518507793368 0.0013999613459483443 0.0016732236581574295 0.0019624812058478447
leaf_weight=62 66 64 57 92 64 65 74 63 53 54 56 62 55 55 71 53 58 70 96 73 81 152 61 644 59 70 60 150 60 53 53 119 54
leaf_count=62 66 64 57 92 64 65 74 63 53 54 56 62 55 55 71 53 58 70 96 73 81 152 61 644 59 70 60 150 60 53 53 119 54
internal_value=0 0.00172801 0.00118412 0.00108627 0.00152159 0.00158765 0.00121689 0.0018192 0.00219116 0.0011365 0.00121244 0.00178811 0.00156008 0.00177107 0.000702218 0.00181159 0.001864 0.00165328 0.00152873 0.00167838 0.00135043 0.00141884 0.00167998 0.00190035 0.0018684 0.00207557 0.00172752 0.00181304 0.00175305 0.00160097 0.00156752 0.00169995 0.00176372
internal_weight=0 2170 809 642 665 601 479 1505 116 417 363 1389 167 110 163 1323 946 537 239 143 289 233 377 831 703 128 324 211 298 115 113 233 173
internal_count=2979 2170 809 642 665 601 479 1505 116 417 363 1389 167 110 163 1323 946 537 239 143 289 233 377 831 703 128 324 211 298 115 113 233 173
is_linear=0
shrinkage=0.0032998


Tree=3602
num_leaves=16
num_cat=0
split_feature=1429 0 150 3 49 49 14 3 50 3 0 3 1456 1429 475
split_gain=0.589277 0.773574 0.804354 0.777193 0.73223 0.632219 0.599081 0.533989 0.528646 0.478322 0.425689 0.800952 0.436489 0.411511 0.270818
threshold=0.083985000000000018 0.11737000000000002 0.094545000000000018 -0.18945499999999996 -0.048899999999999992 -0.070754999999999985 0.073890000000000011 -0.15327499999999997 0.10022000000000002 -0.13117499999999996 -0.044434999999999995 -0.0075749999999999993 -0.16480999999999998 0.096690000000000012 -0.084794999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 5 -4 7 -1 13 -9 12 -12 -11 14 -2
right_child=8 3 4 -5 -6 -7 -8 9 -10 10 11 -13 -14 -15 -16
leaf_value=-0.0091408115938703544 0.034020997280702611 0.0075236358751406326 0.00065038807300520855 -0.01968624252945753 0.009624404697603622 -0.024063358948479871 0.021699221340577259 0.023747624845970424 0.00066664886797516813 -0.006830394485711439 -0.013249976456849909 0.0097902724937721022 0.0086230107165510515 0.0075125706913564067 0.018147841208985334
leaf_weight=53 55 57 59 62 76 58 88 53 53 53 77 96 2015 54 70
leaf_count=53 55 57 59 62 76 58 88 53 53 53 77 96 2015 54 70
internal_value=0 0.00662574 0.00722702 -0.00663784 -0.00322411 -0.0115855 0.00805613 0.00754382 0.0154651 0.00793008 0.00755519 -0.000454251 0.00822609 0.0198367 0.0251464
internal_weight=0 2747 2628 119 193 117 2435 2347 232 2294 2241 173 2068 179 125
internal_count=2979 2747 2628 119 193 117 2435 2347 232 2294 2241 173 2068 179 125
is_linear=0
shrinkage=0.16829


Tree=3603
num_leaves=20
num_cat=0
split_feature=1443 2 1375 9 1453 1211 43 43 52 11 158 50 1 484 12 30 12 43 16
split_gain=0.494953 0.474282 0.73125 0.61389 0.581927 0.512809 0.482454 0.596044 1.01062 0.452996 0.421783 0.527198 0.610723 0.362404 0.35723 0.819365 0.479845 0.310887 0.0934618
threshold=0.084655000000000022 0.089165000000000008 -0.030214999999999995 0.083710000000000021 -0.057839999999999996 0.11059500000000001 0.10440000000000002 0.0034500000000000004 0.093130000000000004 1.0000000180025095e-35 0.082560000000000008 0.017860000000000004 0.11869500000000001 -0.063514999999999988 -0.032329999999999991 0.086220000000000019 0.078120000000000009 0.26746000000000009 -0.38959499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 9 7 10 -9 14 11 12 -4 -13 15 -6 -16 -8 -12
right_child=-2 2 6 -5 5 -7 17 8 -10 -11 18 13 -14 -15 16 -17 -18 -19 -20
leaf_value=-0.0077016971254649088 0.020078411932351128 -0.016110472693575448 0.0031729292486084209 -0.0049093010178551172 0.032172816161321165 -0.0070282419046561401 0.021590173512307978 -0.023315001929146883 0.0084367477819771355 0.025405214888880007 0.018709675672023297 0.00089718772375200486 -0.010440655127206107 0.018410827815434679 -0.0029632256039818167 0.0053355161172231012 0.0094494707591145938 0.0066767762138905309 0.0093917006707644312
leaf_weight=59 70 52 648 101 60 52 67 61 53 52 54 52 109 95 96 70 1057 98 73
leaf_count=59 70 52 648 101 60 52 67 61 53 52 54 52 109 95 96 70 1057 98 73
internal_value=0 0.00574689 0.00345438 0.00776409 0.00865054 0.00934742 0.00423237 0.00300432 -0.00853746 0.00998662 0.00428227 0.00300388 0.00121034 0.0122277 0.00936031 0.0177358 0.00841442 0.0127434 0.0133678
internal_weight=0 2909 1362 1547 1446 1387 1310 1145 114 1335 1031 904 757 147 1283 130 1153 165 127
internal_count=2979 2909 1362 1547 1446 1387 1310 1145 114 1335 1031 904 757 147 1283 130 1153 165 127
is_linear=0
shrinkage=0.16829


Tree=3604
num_leaves=32
num_cat=0
split_feature=1 52 2 1 12 4 2 1446 13 1 0 16 3 1 52 52 2 13 4 43 4 4 52 0 133 133 3 40 43 1 2
split_gain=47.6878 9.61755 6.84528 6.07193 5.00256 1.94452 1.78971 1.63366 1.23525 1.21006 1.46164 1.31777 1.15869 1.12648 1.09783 1.61872 1.04274 0.875486 0.856871 0.803423 0.701234 0.693067 0.66527 0.720479 0.593617 0.569643 0.553616 0.543866 0.380642 0.326941 0.190909
threshold=0.10264000000000002 -0.40011499999999994 0.097005000000000022 0.13662500000000002 0.088325000000000015 0.055765000000000002 0.13084500000000002 0.082445000000000004 -0.0015099999999999998 0.089625000000000024 -0.15445999999999996 -0.077509999999999982 -0.023409999999999997 0.078705000000000011 0.024870000000000003 -0.11263999999999999 0.16730000000000003 -0.071104999999999988 0.032770000000000001 -0.082204999999999986 -0.072004999999999986 0.42642000000000008 0.088485000000000008 -0.097774999999999987 -0.030214999999999995 0.095090000000000022 -0.085324999999999984 -0.061244999999999994 -0.0050499999999999989 0.11366000000000001 0.10869000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -6 12 9 21 10 -1 -11 14 26 15 30 17 -5 22 -13 -21 27 23 -12 -24 28 -9 -3 -16 -10 -4
right_child=1 3 6 16 5 -7 -8 13 29 11 18 19 -14 -15 25 -17 -18 -19 -20 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.002654897696613557 0.0021483811913013415 0.00086672833018816098 0.0021613636181630302 0.00034466177812815817 0.0021947387371875487 0.0013904718003236024 0.0012199263355835029 0.002118811677534361 0.0013536897297570473 0.0016496826596725013 0.0026084479190050078 0.0017883416943980936 0.0015007450216606088 0.0029038101095585343 0.002410137486791255 0.0013912541285174978 9.2508689046955021e-05 0.00093482266219955623 0.0018367376362391995 0.0019393105708440321 0.0024182908610126219 0.001120039917294769 0.0022911976825827638 0.0022286092588385304 0.0019742138898458657 0.0018364620317411614 0.002544034157252247 0.00045852752876578688 0.0020275547493619865 0.0010245205208050767 0.0018691064789147314
leaf_weight=77 89 77 52 55 55 82 58 68 75 93 60 57 90 53 66 81 58 55 74 52 98 53 96 736 209 58 69 67 53 61 52
leaf_count=77 89 77 52 55 55 82 58 68 75 93 60 57 90 53 66 81 58 55 74 52 98 53 96 736 209 58 69 67 53 61 52
internal_value=0 0.00113187 0.00210401 0.000990012 0.00118252 0.00171361 0.00176743 0.00220253 0.000963919 0.002167 0.00221234 0.00197766 0.00183761 0.00249258 0.00192126 0.00174241 0.000451236 0.000640063 0.00218331 0.00212484 0.00225248 0.000796406 0.00220657 0.00225728 0.0020741 0.00210799 0.00233323 0.000677046 0.00224004 0.00120631 0.00201557
internal_weight=0 727 2252 638 470 137 510 1742 333 1552 1252 300 452 190 362 185 168 110 1175 207 150 197 1101 796 305 177 137 144 119 136 104
internal_count=2979 727 2252 638 470 137 510 1742 333 1552 1252 300 452 190 362 185 168 110 1175 207 150 197 1101 796 305 177 137 144 119 136 104
is_linear=0
shrinkage=0.0032998


Tree=3605
num_leaves=26
num_cat=0
split_feature=1 3 123 3 4 3 3 13 0 13 1 3 156 3 3 13 4 1 4 15 13 1 13 42 42
split_gain=37.9274 6.94031 3.75941 3.31016 3.02255 2.47913 1.93235 1.84449 1.23606 1.01665 0.922438 0.880777 0.823032 1.1856 1.07286 0.886661 0.92426 0.779264 0.649466 0.509456 0.661934 0.443247 0.308183 0.296995 0.267981
threshold=0.10442000000000001 -0.049204999999999992 0.081630000000000022 0.31351000000000001 0.27020000000000005 0.085880000000000012 -0.07298499999999998 0.055610000000000007 -0.14164999999999997 -0.011809999999999999 0.117245 -0.10115999999999999 0.095075000000000007 0.092005000000000017 0.057935000000000007 -0.069444999999999993 -0.037689999999999994 0.085880000000000026 0.27644500000000005 -0.040769999999999994 -0.083199999999999982 0.091395000000000018 0.10188500000000002 -0.047584999999999995 0.096160000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 5 10 9 7 8 -1 24 -2 -10 13 14 15 -8 -17 22 -7 20 -13 -21 -9 -24 -3
right_child=1 3 -4 -5 -6 18 12 17 11 -11 -12 19 -14 -15 -16 16 -18 -19 -20 21 -22 -23 23 -25 -26
leaf_value=0.002521387695935874 0.0019550756474999219 0.0010995518937480589 0.0012728596186375014 0.00024659031848922429 0.00097297718024613028 0.0015443253411834444 0.0020038032773716944 0.002085274440896347 0.0016610557933706865 0.00044752072701808421 0.0014463211825360327 0.002117646311223968 0.0021704535945844248 0.0014091723329746635 0.0022060254832202463 0.0012680230420193171 0.0017602870667352793 0.0014791651516180698 0.0010471992930719209 0.0021233050855282271 0.0018475787653341304 0.001872317874669378 0.0019310286881381758 0.0015929702951711778 0.0007608034757304559
leaf_weight=61 93 52 90 99 86 64 94 55 65 88 68 172 54 96 66 60 140 79 53 855 243 87 66 53 52
leaf_count=61 93 52 90 99 86 64 94 55 65 88 68 172 54 96 66 60 140 79 53 855 243 87 66 53 52
internal_value=0 0.00103664 0.00193527 0.000772175 0.00147335 0.000940452 0.0019618 0.00201441 0.00205898 0.000709327 0.00174042 0.00203912 0.00178262 0.00173662 0.00182384 0.00173792 0.00161278 0.00175306 0.00131943 0.0020572 0.0019596 0.00210016 0.00187722 0.00178076 0.000930516
internal_weight=0 655 2336 408 247 309 2246 1736 1483 192 161 1422 510 456 360 294 200 253 117 1357 415 942 174 119 104
internal_count=2991 655 2336 408 247 309 2246 1736 1483 192 161 1422 510 456 360 294 200 253 117 1357 415 942 174 119 104
is_linear=0
shrinkage=0.0032998


Tree=3606
num_leaves=23
num_cat=0
split_feature=1 1 3 0 0 4 123 4 41 15 49 3 16 4 0 0 4 51 0 3 3 16
split_gain=41.0615 7.93629 5.13375 4.16163 2.79307 2.21383 1.9487 1.84123 2.43578 1.566 1.38397 1.24912 1.2079 0.939524 2.02579 0.833257 0.768555 0.746775 0.980485 0.542458 0.369692 0.250881
threshold=0.11690500000000002 0.095435000000000006 0.31351000000000001 -0.13165999999999997 0.060910000000000006 0.27998000000000006 0.083005000000000009 0.032770000000000001 0.078150000000000011 -0.43091499999999999 -0.06017999999999999 0.0025650000000000004 -0.43708999999999992 -0.27577999999999997 -0.069414999999999991 -0.053169999999999995 0.2623950000000001 0.116525 -0.22480499999999998 -0.072649999999999978 -0.077664999999999998 -0.057034999999999995
decision_type=2 2 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 11 7 10 13 8 15 -7 -2 -3 16 -5 20 17 -9 18 -1 21 -15 -14
right_child=2 3 -4 6 -6 9 -8 12 -10 -11 -12 -13 19 14 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0017269671927745314 0.00089955524837355427 0.00081209908887906735 0.00015361293404538993 0.0022772524111443655 0.0015098094006370205 0.0010925185857247439 0.001252052152433581 0.0024347090166974418 0.0027952656957394265 0.00042011439806122691 0.0015620054737289296 0.0014212605570008445 0.0020453446991788951 0.0022621495147220404 0.0013355724408376012 0.0018347582536948051 0.0018700987399079855 0.0018195307267591021 0.002183017969066575 0.0015260639166272008 0.0019006861187937146 0.0017224091337775976
leaf_weight=54 52 64 87 70 87 81 53 55 63 71 103 87 53 58 62 98 52 72 1454 87 71 57
leaf_count=54 52 64 87 70 87 81 53 55 63 71 103 87 53 58 62 98 52 72 1454 87 71 57
internal_value=0 0.00200504 0.000861652 0.00161411 0.00209028 0.00106219 0.00183078 0.00211496 0.00215647 0.000778667 0.00133999 0.00116331 0.00187712 0.00194817 0.00182738 0.00213247 0.00216065 0.00215091 0.00216671 0.00172294 0.00206348 0.00187833
internal_weight=0 2597 394 465 2132 307 314 2045 1741 152 155 151 304 261 191 1678 107 1580 1508 197 129 110
internal_count=2991 2597 394 465 2132 307 314 2045 1741 152 155 151 304 261 191 1678 107 1580 1508 197 129 110
is_linear=0
shrinkage=0.0032998


Tree=3607
num_leaves=20
num_cat=0
split_feature=4 123 3 0 4 0 3 3 0 0 4 3 3 3 42 3 0 4 15
split_gain=34.1686 8.75716 5.63132 2.56184 2.66165 4.8372 2.10291 1.5558 1.14299 1.78215 1.18011 0.999718 0.964722 0.891103 0.839511 0.824167 0.68817 0.491275 0.432529
threshold=0.31392000000000003 0.081180000000000016 0.28833000000000003 -0.06952499999999999 -0.42305999999999994 -0.00077999999999999999 0.31966500000000003 0.092005000000000017 -0.14920999999999998 -0.12851999999999997 0.0033150000000000007 -0.082634999999999986 -0.15624499999999999 0.081495000000000012 0.11769000000000002 0.085880000000000012 -0.06612999999999998 0.058025000000000007 -0.46483499999999994
decision_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 12 14 11 8 13 -10 -11 -2 -5 -1 17 18 -3 -6 -13
right_child=6 16 -4 4 5 -7 -8 -9 9 10 -12 15 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0030651070745200343 0.0016156274947535239 0.0017609638744494334 0.0013215757015543283 0.0028699039659640527 0.0024013338662971871 0.0011896631920448079 0.00061686297914859275 0.0020473306173317339 0.0019227807018518698 0.0025359492718573175 0.0023047239743087468 0.0012077504993370156 0.0023517236764436676 0.0024835736752452557 0.0018765097426335067 0.0014886424981394066 0.0013040903596148476 0.0020488765723106687 0.00079393802407714392
leaf_weight=67 88 98 52 67 179 59 55 89 62 1377 296 59 98 52 61 62 58 59 53
leaf_count=67 88 98 52 67 179 59 55 89 62 1377 296 59 98 52 61 62 58 59 53
internal_value=0 0.00235067 0.0023977 0.00242038 0.00221474 0.00205443 0.00120465 0.00247571 0.00249626 0.00247463 0.00249506 0.00132791 0.00256235 0.00281129 0.00222495 0.0011822 0.00159133 0.00231411 0.00101224
internal_weight=0 2674 2518 2466 523 358 317 1943 1854 1735 1673 262 165 119 299 174 156 238 112
internal_count=2991 2674 2518 2466 523 358 317 1943 1854 1735 1673 262 165 119 299 174 156 238 112
is_linear=0
shrinkage=0.0032998


Tree=3608
num_leaves=11
num_cat=0
split_feature=10 40 106 9 4 1211 1211 475 1 1212
split_gain=1.39321 0.929805 0.6952 0.564489 0.576703 0.499136 0.839195 0.416714 0.4205 0.367138
threshold=-0.092019999999999977 1.0000000180025095e-35 0.085275000000000004 1.0000000180025095e-35 0.50541500000000006 1.0000000180025095e-35 0.091180000000000025 0.036560000000000002 0.12895500000000001 0.11137000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 7 -7 8 -2 -8
right_child=1 -3 -4 -5 -6 6 9 -9 -10 -11
leaf_value=-0.01085148674356453 0.011553555990310304 -0.0051529668325891557 -0.0062941410569276688 0.027004861138348633 5.722856428905201e-05 0.039438996857867066 0.004308498714429598 0.023936843609064434 0.023844371659689948 0.022980824709812386
leaf_weight=77 2253 86 54 79 101 53 58 86 82 62
leaf_count=77 2253 86 54 79 101 53 58 86 82 62
internal_value=0 0.0120707 0.0125951 0.0129635 0.0125512 0.013037 0.0217836 0.0124112 0.011986 0.0139708
internal_weight=0 2914 2828 2774 2695 2594 173 2421 2335 120
internal_count=2991 2914 2828 2774 2695 2594 173 2421 2335 120
is_linear=0
shrinkage=0.16829


Tree=3609
num_leaves=19
num_cat=0
split_feature=3 1 49 150 3 1456 11 3 13 13 157 13 16 133 1213 403 150 3
split_gain=1.13596 0.552644 0.758086 0.682807 0.642372 0.622572 0.577679 0.547663 0.487584 0.644194 0.507538 0.621754 0.42226 0.393539 0.369092 0.323084 0.276397 0.192602
threshold=0.31351000000000001 0.093435000000000004 -0.071579999999999991 -0.07718499999999999 0.086845000000000019 -0.15322999999999998 0.078340000000000007 0.083395000000000011 -0.091014999999999999 -0.08287499999999999 -0.0036449999999999994 -0.0093249999999999982 -0.073554999999999995 0.41208000000000006 0.11864000000000001 -0.43560999999999994 0.087790000000000021 0.41720500000000005
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 -3 5 -4 13 8 -5 -10 -11 -12 -9 14 -7 -15 -1 -2
right_child=17 3 4 7 -6 6 -8 12 9 10 11 -13 -14 15 -16 -17 -18 -19
leaf_value=0.029990715327860493 -0.014776240298074087 -0.011978301693804424 -0.0036633964944767306 -0.0079753357188542089 -0.0030350781300573638 0.01286063222641276 -0.0034684095721097276 0.0075077582040174807 0.02505376815685283 0.017316307637764351 0.0091344432064125545 -0.0038124271658526833 0.025613585449825466 -0.0043669972630092126 0.025750390214240415 0.012777044578965634 0.015319646866695735 -0.00032410447965939177
leaf_weight=80 53 53 74 67 91 1493 65 70 52 84 221 200 77 67 66 58 68 52
leaf_count=80 53 53 74 67 91 1493 65 70 52 84 221 200 77 67 66 58 68 52
internal_value=0 0.0101743 0.0116475 0.00648541 0.0107485 0.0114375 0.0120775 0.00775697 0.00557571 0.00720896 0.00536791 0.00297964 0.017004 0.0126786 0.0134075 0.00357347 0.0232621 -0.0076361
internal_weight=0 2886 2062 824 1914 1823 1749 771 624 557 505 421 147 1684 1559 125 148 105
internal_count=2991 2886 2062 824 1914 1823 1749 771 624 557 505 421 147 1684 1559 125 148 105
is_linear=0
shrinkage=0.16829


Tree=3610
num_leaves=16
num_cat=0
split_feature=403 12 0 0 40 132 12 3 14 42 148 1375 42 130 1
split_gain=1.10487 0.802043 0.905555 0.707753 0.654948 0.539504 0.934584 0.651833 0.535305 0.53572 0.543427 0.432824 0.423692 0.389588 0.37472
threshold=-0.5407249999999999 -0.083979999999999985 -0.067969999999999989 -0.14534499999999997 -0.025204999999999995 0.082230000000000011 0.085585000000000008 -0.24190499999999995 0.073890000000000011 -0.048604999999999988 -0.081574999999999995 -0.086529999999999982 -0.062334999999999995 0.11155500000000002 0.08864000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 -7 -3 9 13 -11 -12 -8 14 -9
right_child=1 5 -4 4 -6 6 12 8 -10 10 11 -13 -14 -15 -16
leaf_value=0.029173285912154807 -0.0094540628147022302 0.026444385299880163 -0.017004444249539789 0.00079829924181392395 0.024844603736495347 -0.019012103147027788 0.014888711467250701 0.0088629045721175369 0.024017391387702949 -0.0076691368200565296 0.020950461933016407 0.0073431610935694048 -0.0018553434404720499 0.025645929297740348 0.023160804106972636
leaf_weight=70 64 62 73 68 61 52 88 263 65 66 69 1732 83 69 65
leaf_count=70 64 62 73 68 61 52 88 263 65 66 69 1732 83 69 65
internal_value=0 0.0077648 -0.00103302 0.00499868 0.012183 0.00866075 0.000735384 0.00939917 0.00894464 0.0085111 0.00731536 0.00786548 0.00675097 0.0141299 0.0117018
internal_weight=0 2880 266 193 129 2614 223 2391 2329 2264 1867 1801 171 397 328
internal_count=2950 2880 266 193 129 2614 223 2391 2329 2264 1867 1801 171 397 328
is_linear=0
shrinkage=0.16829


Tree=3611
num_leaves=22
num_cat=0
split_feature=4 39 13 4 11 4 43 4 10 4 13 4 13 10 15 402 15 4 4 13 15
split_gain=41.8619 14.9242 8.13307 3.04145 2.08791 1.92973 1.61841 1.26109 1.23056 1.19309 1.13755 1.12113 1.03574 0.871377 1.09536 0.821854 0.63362 0.599351 0.454979 0.368324 0.159525
threshold=0.31392000000000003 0.08252000000000001 -0.27740999999999993 0.028075000000000006 1.0000000180025095e-35 -0.15615999999999999 -0.031974999999999996 -0.10701499999999999 -1.0000000180025095e-35 -0.080114999999999978 -0.011809999999999999 -0.44205499999999992 -0.077614999999999976 1.0000000180025095e-35 -0.46645999999999993 0.10803500000000001 -0.10981499999999998 0.056815000000000011 0.082475000000000007 -0.070154999999999981 -0.092389999999999986
decision_type=2 2 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 11 -2 15 -3 -4 -11 14 -10 -9 -16 -5 -19 -20 -21
right_child=8 6 3 17 5 -7 -8 9 13 12 -12 -13 -14 -15 16 -17 -18 18 19 20 -22
leaf_value=0.00076689055444838813 6.2523277257885436e-06 0.0010316321380570374 0.0018536411820799163 0.0013161524016168985 0.0019852759155806554 0.0027636828225317705 0.001402405932628136 0.0019752318919237367 0.0010614369364676289 0.0019263947164405199 0.00047739211554415236 0.001295195410978935 0.0017295032518165206 0.00018220119520557913 0.00033451575076663535 0.002417596741828329 0.00078084853493426117 0.0018199434416533266 0.0017122702633110515 0.0015445115678626999 0.0012823986009080244
leaf_weight=80 56 75 79 85 99 54 52 436 52 585 88 79 592 56 92 52 56 97 78 52 55
leaf_count=80 56 75 79 85 99 54 52 436 52 585 88 79 592 56 92 52 56 97 78 52 55
internal_value=0 0.00172832 0.00180226 0.0018376 0.00188892 0.00226024 0.000894784 0.00185774 0.000449974 0.00188458 0.000732627 0.00157464 0.00182739 0.000546901 0.000648841 0.00202244 0.000503636 0.00156118 0.00163491 0.0015377 0.00141011
internal_weight=0 2638 2423 2343 1976 153 215 1823 312 1665 163 158 1177 256 200 488 148 367 282 185 107
internal_count=2950 2638 2423 2343 1976 153 215 1823 312 1665 163 158 1177 256 200 488 148 367 282 185 107
is_linear=0
shrinkage=0.0032998


Tree=3612
num_leaves=25
num_cat=0
split_feature=3 3 123 2 2 0 52 2 2 0 15 2 0 2 1447 15 3 481 52 2 133 484 0 13
split_gain=27.7942 12.7304 8.28644 6.14643 4.41319 2.63027 2.60847 2.03834 1.34982 1.70807 1.4471 1.31254 1.19852 1.04504 0.973275 0.921774 0.994124 0.85949 0.704665 0.721732 0.630336 0.398159 0.301371 0.0910187
threshold=-0.049204999999999992 0.28833000000000003 0.081180000000000016 0.13447000000000003 0.10859000000000001 -0.11167499999999998 -0.091869999999999993 -1.0000000180025095e-35 0.090020000000000017 -0.13165999999999997 0.09295500000000001 0.079770000000000021 -0.095724999999999991 0.093320000000000014 -0.085804999999999979 -0.24211499999999997 -0.011259999999999997 -0.029924999999999997 -0.53473999999999988 0.113445 -0.07192999999999998 0.080390000000000017 -0.080809999999999979 -0.069874999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 6 -3 -2 -1 10 -10 14 -8 -6 -13 -9 -4 -17 -16 -11 21 -19 -20 -12 -24
right_child=1 5 15 -5 12 -7 11 8 9 18 22 13 -14 -15 17 16 -18 20 19 -21 -22 -23 23 -25
leaf_value=0.0010802573287824959 0.0019960843375844716 0.00033849139646955338 0.00020885850151000296 0.00054752154171370355 0.00055060198964917528 -0.00061927647201953716 0.00093491420973798275 0.0013555309581095407 0.00099599471474211255 0.0018533492565245828 0.0012048287346831006 0.0017318856835779753 0.0011702646418785636 0.0011933684789919188 0.0021239068739797628 0.00038158342197883822 0.00094104849451980986 0.0018958745106938981 0.0015463221164272113 0.001265947101393146 0.0016982443384940373 0.0018250632768481829 0.0016082894102454083 0.0014083734431145191
leaf_weight=74 89 69 73 60 81 57 66 66 61 87 53 88 59 72 71 68 71 235 431 94 749 66 57 53
leaf_count=74 89 69 73 60 81 57 66 66 61 87 53 88 59 72 71 68 71 235 431 94 749 66 57 53
internal_value=0 0.000867183 0.0010489 0.00158976 0.00130001 -9.4505e-05 0.00151679 0.00161956 0.00163927 0.00152646 0.00170418 0.00132789 0.000811997 0.00148977 0.00174655 0.000509808 0.000667607 0.00177098 0.00157414 0.00153298 0.00174548 0.00158341 0.00141253 0.00151229
internal_weight=0 793 667 2157 455 126 315 2097 2023 739 1284 226 140 160 1121 212 139 1055 678 591 984 497 163 110
internal_count=2950 793 667 2157 455 126 315 2097 2023 739 1284 226 140 160 1121 212 139 1055 678 591 984 497 163 110
is_linear=0
shrinkage=0.0032998


Tree=3613
num_leaves=20
num_cat=0
split_feature=2 12 2 147 13 39 2 2 16 16 2 403 151 150 2 12 13 43 0
split_gain=24.5655 13.2082 5.85772 3.97521 3.50611 3.73097 2.8719 1.74805 1.24734 1.07232 1.45274 0.931626 0.975359 1.5842 2.37546 1.33862 0.764 0.38896 0.261022
threshold=0.11366500000000002 -0.041014999999999989 0.25063000000000007 0.089245000000000005 -0.14847499999999997 0.091910000000000006 -1.0000000180025095e-35 0.097005000000000022 -0.39761999999999992 -0.49804499999999996 0.13388500000000003 -0.5407249999999999 0.084725000000000009 0.082085000000000019 0.088300000000000003 0.09253500000000002 -0.070594999999999977 -1.0000000180025095e-35 -0.11214999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 8 -2 9 16 -8 18 -6 17 -10 13 15 -15 -13 -1 -11 -3
right_child=2 3 -4 -5 5 -7 7 -9 11 10 -12 12 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0010567435284526802 0.0006593337173933071 0.0018167118074657975 2.451443024477209e-05 0.0011990756443991132 0.0011115085116290505 0.0005746439071122138 0.0019436197911636508 0.0011269009406982857 0.002427451733973515 0.0016814844365069161 0.0012803494445078954 0.0020851704992850949 0.0024316193612362257 0.0019858977556217014 0.0010943198743025536 0.0018931614814369094 0.00052150386201351394 0.0020484010364222268 0.0015168492100852947
leaf_weight=57 99 78 52 70 52 53 55 60 60 68 76 1193 58 88 52 600 60 62 57
leaf_count=57 99 78 52 70 52 53 55 60 60 68 76 1193 58 88 52 600 60 62 57
internal_value=0 0.00189727 0.00106853 0.00197439 0.00120086 0.00137313 0.00114717 0.00151781 0.0019992 0.00153703 0.00164427 0.00201952 0.0020072 0.00199445 0.00165499 0.00202094 0.000782563 0.00185675 0.00169036
internal_weight=0 2488 462 2256 410 311 232 115 2186 258 206 2051 1991 1933 140 1793 117 130 135
internal_count=2950 2488 462 2256 410 311 232 115 2186 258 206 2051 1991 1933 140 1793 117 130 135
is_linear=0
shrinkage=0.0032998


Tree=3614
num_leaves=29
num_cat=0
split_feature=1 157 13 49 16 16 2 48 403 3 2 1213 13 158 1454 13 131 2 16 2 3 2 3 1 403 13 13 158
split_gain=0.99871 0.704683 0.965304 0.639506 0.624614 0.88974 1.75106 0.641268 0.600274 0.585015 0.512386 0.481286 0.440316 0.365247 0.409266 0.353081 0.335185 0.292938 0.620618 0.619629 0.897848 0.520595 0.496804 0.27646 0.274537 0.21786 0.356211 0.185449
threshold=0.091280000000000014 -0.09416999999999999 -1.0000000180025095e-35 0.036605000000000006 0.067035000000000011 -0.15693499999999996 0.096685000000000007 0.084705000000000016 -0.5407249999999999 0.110335 0.11280000000000003 -0.096549999999999983 0.011265000000000002 0.098320000000000005 0.085785000000000014 -0.06809999999999998 0.088865000000000013 0.095465000000000008 -0.18817999999999999 0.10121500000000001 -0.082634999999999986 0.086545000000000025 -0.073984999999999981 0.10593500000000002 0.26900000000000007 -0.085784999999999986 -0.39297499999999991 0.112085
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 4 9 5 25 15 -8 -1 10 12 24 -4 14 17 16 -7 18 -13 22 -21 -20 -19 -14 -10 26 -3 -15
right_child=1 2 3 -5 -6 6 7 -9 11 -11 -12 13 23 27 -16 -17 -18 19 21 20 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.028666031376873194 -0.012966430954252435 0.0038098869425638236 0.020961084637368142 0.030956364244590136 0.017118888570929039 0.019957470311109862 -0.03343219286226224 -0.0093229266290752368 0.031378843805042307 -0.0041262497036003726 0.028181569506320277 -0.0078110311996645527 -0.004110669639592621 -0.0039997885655025959 0.025136626312287323 -0.0030499908066826376 0.0026649132479941375 0.034337411849624133 0.014805507759195985 -0.00673762865032342 0.016436008730350393 0.0074859523409973178 0.014295902793819888 0.0121658521231516 0.015384999938183225 0.0014689358431642292 0.021542787748393733 0.0087247840071270188
leaf_weight=64 52 56 69 54 78 60 55 73 53 58 60 52 59 61 65 88 68 71 528 64 181 578 70 59 73 56 76 69
leaf_count=64 52 56 69 54 78 60 55 73 53 58 60 52 59 61 65 88 68 71 528 64 181 578 70 59 73 56 76 69
internal_value=0 0.00610674 0.00713213 0.0140573 0.00305353 0.000987935 -0.00409617 -0.0196964 0.01262 0.0110595 0.0146326 0.0120683 0.0102758 0.0113385 0.0120321 0.00514011 0.0107848 0.0114793 0.0101365 0.015503 0.0103752 0.0109819 0.0244005 0.00401237 0.0221268 0.0103003 0.0140333 0.0027402
internal_weight=0 1021 969 359 610 532 344 128 1929 305 247 1865 187 1739 1609 216 128 1544 1158 386 245 1106 141 118 126 188 132 130
internal_count=2950 1021 969 359 610 532 344 128 1929 305 247 1865 187 1739 1609 216 128 1544 1158 386 245 1106 141 118 126 188 132 130
is_linear=0
shrinkage=0.16829


Tree=3615
num_leaves=23
num_cat=0
split_feature=123 14 10 0 14 0 155 49 132 157 49 123 10 48 133 48 131 133 1454 400 0 51
split_gain=20.8501 11.1513 9.21577 3.81233 9.89521 2.60782 2.27579 1.70171 1.55171 1.3457 1.31616 1.27537 1.86679 1.24908 1.29472 0.885267 0.39625 0.447176 0.455122 0.090002 0.130894 0.0625174
threshold=0.081180000000000016 -0.31893999999999995 -0.15282499999999996 -0.10071499999999999 0.020750000000000005 -0.077614999999999976 0.097355000000000011 0.036605000000000006 0.082230000000000011 -0.0048549999999999991 0.10910000000000002 0.10832000000000001 -0.00189 0.095850000000000005 -1.0000000180025095e-35 0.083775000000000002 0.021890000000000003 0.11330000000000001 0.08141000000000001 -0.0093699999999999981 -0.083694999999999978 -0.092239999999999989
decision_type=2 2 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 16 8 13 9 -7 -9 12 -2 14 -4 -14 17 18 -5 -18 -21 -8
right_child=11 2 3 5 -6 6 21 10 -10 -11 -12 -13 15 -15 -16 -17 19 -19 -20 20 -22 -23
leaf_value=0.00044499303712704306 0.00044997403129230134 0.0004663205981202772 0.00089114112815838887 0.0020244003244073772 0.0026424680324092643 0.0021102033890468075 0.002309910985008459 0.0020151716821914184 0.0012852150090575129 0.0016939873376530187 0.0013170478368602001 0.0003663080235285028 0.0008756289384236239 0.00079397767754358934 0.0014831725410575914 0.0014163284218416637 0.0020142203009189852 0.0017598910670201049 0.0017081370226377348 0.0022948671440140493 0.0020986080572322745 0.0021329781476917692
leaf_weight=65 61 53 52 905 82 102 54 69 85 521 52 57 66 54 183 67 53 90 54 71 97 53
leaf_count=65 61 53 52 905 82 102 54 69 85 521 52 57 66 54 183 67 53 90 54 71 97 53
internal_value=0 0.00179589 0.00182926 0.00185728 0.00159558 0.00191902 0.00177298 0.00138612 0.00170497 0.00176219 0.00171544 0.000801272 0.000928889 0.00124811 0.00135232 0.00114828 0.00201271 0.00198549 0.00200663 0.00214174 0.00218176 0.0022226
internal_weight=0 2695 2630 2577 492 2085 815 410 708 623 121 251 194 289 235 133 1270 1049 959 221 168 107
internal_count=2946 2695 2630 2577 492 2085 815 410 708 623 121 251 194 289 235 133 1270 1049 959 221 168 107
is_linear=0
shrinkage=0.0032998


Tree=3616
num_leaves=27
num_cat=0
split_feature=4 1 3 1 0 43 155 0 1 0 49 1 1 13 4 51 16 1446 13 43 43 0 3 3 4 0
split_gain=45.4975 11.4132 7.34091 4.78591 3.12116 2.00468 1.61168 1.51972 1.19327 1.13087 2.92708 1.70487 1.05559 1.60753 1.04857 0.983183 0.858935 0.744358 0.659573 1.07833 0.571128 0.565752 0.523791 0.479683 0.479001 0.119941
threshold=0.31392000000000003 0.10404000000000001 -0.046079999999999989 0.14860500000000001 -0.07409499999999998 -1.0000000180025095e-35 0.091145000000000018 0.148925 0.12963000000000002 -0.14920999999999998 -1.0000000180025095e-35 0.097495000000000012 0.11215000000000001 -0.0029949999999999998 -0.012164999999999999 0.11543000000000002 0.052150000000000009 0.090635000000000007 -0.069444999999999993 -0.036849999999999994 -0.085594999999999991 -0.06537999999999998 -0.010434999999999998 -0.07798999999999999 -0.078549999999999995 -0.06537999999999998
decision_type=2 2 2 2 2 2 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 9 22 21 14 -7 10 -1 15 -4 -14 18 16 17 -11 -6 24 -18 -3 -2 -21 -20 -16
right_child=3 2 12 -5 7 8 -8 -9 -10 11 -12 -13 13 -15 25 -17 20 -19 19 23 -22 -23 -24 -25 -26 -27
leaf_value=0.0012668433225346571 0.00017801092571471356 0.0014231532418414658 0.00014502635733901529 -0.00079203779943014772 0.001721423950195264 0.00075974676949879373 0.0018985291772944577 0.00076815595202897667 0.00014359483589084372 0.0016102408073553373 0.0021921366385100755 0.00097811172125121504 0.00036190236473204328 0.0010925965881654 0.00095603821191716045 0.0011421934799506195 0.0016630896522704974 0.0020086825319509467 0.00088374826448617749 0.0017751082573943065 0.001247529598027452 0.00095283606518015217 -0.00026015382404142467 0.0013954603225681639 0.0013268615359496969 0.0011822764820084836
leaf_weight=59 66 58 68 52 75 101 52 54 52 1257 102 53 84 54 53 54 53 54 52 61 118 55 54 94 56 55
leaf_count=59 66 58 68 52 75 101 52 54 52 1257 102 53 84 54 53 54 53 54 52 61 118 55 54 94 56 55
internal_value=0 0.00143435 0.000897872 0.000125279 0.00152279 0.000300136 0.00141662 0.00129249 0.000550566 0.00158857 0.00185327 0.00156173 0.000482195 0.000648081 0.00135589 0.00158184 0.00159784 0.00162668 0.00144663 0.00136814 0.00137653 0.00119455 -1.88697e-05 0.0015451 0.00111384 0.00107158
internal_weight=0 2621 371 325 2250 273 165 500 153 1750 161 1589 206 138 446 1536 1482 1311 338 263 171 113 120 155 108 108
internal_count=2946 2621 371 325 2250 273 165 500 153 1750 161 1589 206 138 446 1536 1482 1311 338 263 171 113 120 155 108 108
is_linear=0
shrinkage=0.0032998


Tree=3617
num_leaves=28
num_cat=0
split_feature=3 3 43 2 43 2 14 2 13 43 16 3 3 15 16 16 3 16 133 15 484 484 156 401 13 3 3
split_gain=31.5492 10.7459 7.00552 5.15767 3.55782 2.50933 1.70766 1.60967 1.51476 1.28598 1.14041 1.08323 0.989438 1.79198 0.84997 0.672647 0.599852 2.02679 1.02675 0.531731 0.394719 0.716241 0.36871 0.341442 0.301681 0.235569 0.203827
threshold=-0.053364999999999996 0.28833000000000003 -0.033049999999999989 0.10100500000000003 -0.23538999999999996 0.11165000000000001 0.05884000000000001 0.14253500000000002 -0.0094049999999999984 -0.14074499999999998 -0.059289999999999995 -0.115685 -0.0037099999999999998 -1.0000000180025095e-35 -0.013049999999999997 0.41068500000000002 -0.087864999999999985 0.20277000000000003 0.093845000000000026 -0.098139999999999991 0.11749000000000001 0.079595000000000013 0.086860000000000007 0.086390000000000008 0.025450000000000004 -0.078254999999999977 -0.0042999999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 -2 12 11 -3 14 -5 -7 24 -4 19 26 20 17 -11 25 -14 21 23 -23 -13 -1 -18 -6
right_child=1 7 5 9 8 10 -8 -9 -10 16 -12 15 13 -15 -16 -17 18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=0.0014147874490020795 0.001624124953781874 0.0005260140108299706 0.0012853029716996672 0.0010257509951932006 0.00081162026968494125 0.0014109542084602467 0.0024135062279102993 -0.00023195334142153099 0.00024470349511790884 0.0010093845584926507 0.00075893929858600621 0.0019184465208544326 0.0017933560244735572 0.0021316861178703101 0.0011775028875418041 0.0015901074096503515 0.0020665420401268135 0.0018082911922413533 0.0014064341227085471 0.0013765714645936401 0.0016993411218697969 0.0024078176034460809 0.0020183023972196374 0.0020946054692133577 0.0017512619128534949 0.0017639186519123153 0.00051777478894952066
leaf_weight=52 52 70 54 52 53 66 77 54 66 68 53 1167 57 96 54 61 52 71 78 84 69 56 54 139 71 68 52
leaf_count=52 52 70 54 52 53 66 77 54 66 68 53 1167 57 96 54 61 52 71 78 84 69 56 54 139 71 68 52
internal_value=0 0.00109004 0.00125143 0.00185469 0.000845744 0.00152543 0.00193132 0.000195647 0.000665695 0.00151067 0.00112086 0.00190905 0.00169075 0.00178298 0.000840225 0.00193288 0.00158539 0.00141771 0.00170292 0.00154531 0.00194694 0.00195898 0.00221692 0.00193722 0.0016093 0.00189535 0.000666432
internal_weight=0 811 687 2135 277 410 1746 124 225 389 119 1669 291 237 159 1546 337 139 198 141 1485 1416 110 1306 123 120 105
internal_count=2946 811 687 2135 277 410 1746 124 225 389 119 1669 291 237 159 1546 337 139 198 141 1485 1416 110 1306 123 120 105
is_linear=0
shrinkage=0.0032998


Tree=3618
num_leaves=29
num_cat=0
split_feature=1 2 12 2 2 12 11 2 13 1 15 43 0 12 49 12 15 15 1 13 12 12 12 1 132 160 15 2
split_gain=44.0603 8.95904 8.43753 5.2148 3.97022 2.99666 2.41258 1.90622 1.62692 1.61038 1.01791 0.919133 0.824607 0.758229 0.733912 0.618158 0.776593 0.688016 1.06615 0.577495 0.500744 0.560755 0.443483 0.34982 0.348739 0.475776 0.162847 0.119419
threshold=0.10749500000000002 0.14073000000000005 0.088325000000000015 0.099845000000000003 -1.0000000180025095e-35 0.087470000000000006 1.0000000180025095e-35 -1.0000000180025095e-35 -0.017354999999999999 0.14787500000000001 -0.21242999999999998 -1.0000000180025095e-35 -0.14015999999999998 0.11549500000000001 0.095920000000000019 0.083885000000000015 0.089545000000000013 0.084100000000000022 0.085410000000000014 -0.017354999999999999 0.090455000000000021 0.09227500000000001 0.095175000000000023 0.100925 1.0000000180025095e-35 -0.076594999999999983 0.09222000000000001 0.11002000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 -1 8 15 -2 -5 -3 -9 -4 -12 14 22 17 24 18 19 -6 26 -22 -7 -10 25 -17 -18 -24
right_child=1 9 11 5 6 13 -8 10 23 -11 12 -13 -14 -15 -16 16 20 -19 -20 -21 21 -23 27 -25 -26 -27 -28 -29
leaf_value=0.0020119157035712572 0.0011182586456489603 0.0011763197119341309 0.00222845994526683 0.0014682496108146599 0.00247061000759686 0.0029439109428173191 0.0032700503678836307 0.0013668835741346512 0.001990721331542899 0.00043623630390432217 0.0016343656763101516 0.0027398843819806821 0.0021836649680898683 0.0021828211530497657 0.0023177489046351737 0.0028946601875560916 0.0026620352354683368 0.0029185318208152862 0.0021914854676308645 0.0028709284265420925 0.0022484256280535823 0.0026139569275124845 0.0024723122572030565 0.0023686191074965834 0.0029869793292749349 0.0027204603249063493 0.0029243279090656912 0.0026946428680461446
leaf_weight=87 98 72 97 52 89 58 88 71 56 58 72 65 52 66 80 242 54 52 84 74 59 232 59 55 91 661 61 61
leaf_count=87 98 72 97 52 89 58 88 71 56 58 72 65 52 66 80 242 54 52 84 74 59 232 59 55 91 661 61 61
internal_value=0 0.00161087 0.00182921 0.00262263 0.0027018 0.00231791 0.00273537 0.00149477 0.00195199 0.0008464 0.00168382 0.00243388 0.001865 0.00250189 0.00258338 0.00270766 0.00273713 0.00256952 0.0024959 0.00265257 0.00261413 0.00253997 0.00270257 0.00217829 0.00278734 0.00276718 0.00280147 0.00258562
internal_weight=0 585 455 2361 1874 487 1787 293 163 130 195 162 124 324 258 1699 1400 299 247 163 406 291 178 111 994 903 115 120
internal_count=2946 585 455 2361 1874 487 1787 293 163 130 195 162 124 324 258 1699 1400 299 247 163 406 291 178 111 994 903 115 120
is_linear=0
shrinkage=0.0032998


Tree=3619
num_leaves=24
num_cat=0
split_feature=9 2 151 15 12 156 15 159 2 12 12 2 159 0 158 1446 52 0 12 0 0 13 15
split_gain=1.98626 1.65341 0.698874 0.659984 0.839313 0.590277 1.38277 0.578218 0.833345 0.902676 0.924267 0.811672 0.592954 0.499226 0.499175 0.473591 0.374364 0.533278 0.711356 0.321628 0.274334 0.184149 0.159902
threshold=-1.0000000180025095e-35 0.099845000000000003 0.063570000000000015 -0.46772999999999992 0.087470000000000006 0.088820000000000024 -0.025879999999999997 0.084135000000000001 -0.10238999999999998 -0.032329999999999991 0.083885000000000015 0.083815000000000014 0.08894500000000001 -0.19166999999999998 0.099375000000000005 0.092380000000000018 0.10178500000000001 -0.065939999999999985 0.098845000000000016 -0.14104999999999998 -0.082914999999999975 -0.032959999999999996 0.10028500000000001
decision_type=2 2 2 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 6 13 8 -2 -10 11 -11 -9 -5 20 -12 17 18 -6 -15 -14 -19 -18
right_child=1 3 -4 4 16 -7 -8 12 9 10 15 -13 14 19 -16 -17 22 21 -20 -21 -22 -23 -24
leaf_value=-0.011800995694489343 -0.0057075510816887408 0.023616994440112386 0.033022179385548731 0.016790602308196314 0.0096304217864356251 0.015240712065626834 -0.024015398038687866 0.038250086563827064 0.034944079431684441 0.017416423617329795 0.014568214776675662 -0.0031308969748127468 0.019559311665758659 -0.011996341363725098 0.029482154809385694 0.02965687279848218 0.025145969648894369 0.006091704607004823 -0.015981249115694235 0.0029833351160485034 0.0042303840588484905 0.018339815407816863 0.012153607070551983
leaf_weight=97 61 58 61 54 75 56 72 52 58 83 1289 158 67 58 71 62 56 55 52 135 66 97 53
leaf_count=97 61 58 61 54 75 56 72 52 58 83 1289 158 67 58 71 62 56 55 52 135 66 97 53
internal_value=0 0.0126781 0.0152582 0.00630253 0.004984 -0.000689015 -0.00349109 0.0147064 0.0135876 0.0143021 0.0135489 0.00393811 0.022177 0.00248443 0.0180711 0.015262 0.0104716 0.00719376 -0.000842101 -0.00150902 0.011966 0.0139198 0.0188451
internal_weight=0 2849 2028 821 763 375 319 1967 1711 1650 1592 241 256 247 204 1351 388 279 127 193 133 152 109
internal_count=2946 2849 2028 821 763 375 319 1967 1711 1650 1592 241 256 247 204 1351 388 279 127 193 133 152 109
is_linear=0
shrinkage=0.16829


Tree=3620
num_leaves=23
num_cat=0
split_feature=1 1 150 2 0 0 16 2 43 472 16 2 16 51 1 16 0 0 43 2 131 2
split_gain=17.9804 4.86531 5.15795 2.9237 2.22038 2.11811 1.10637 1.0644 1.21826 1.05443 0.829965 0.739787 0.592326 0.697601 0.719753 1.28661 1.11619 0.498221 0.363445 0.344076 0.284008 0.258647
threshold=0.12257000000000003 0.093435000000000004 1.0000000180025095e-35 0.17553000000000005 0.027395000000000006 -0.075914999999999996 -0.072034999999999988 1.0000000180025095e-35 -1.0000000180025095e-35 -0.079954999999999984 -0.010749999999999997 0.12026500000000001 0.19384500000000002 0.12162000000000002 0.084470000000000003 -0.092969999999999983 -0.14043999999999998 -0.077574999999999991 -0.081864999999999979 0.10724500000000002 0.084390000000000007 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 2
left_child=1 9 4 5 7 -2 -7 17 -9 -1 19 12 13 14 16 -16 -11 -3 -14 -4 -19 -20
right_child=3 2 10 -5 -6 6 -8 8 -10 11 -12 -13 18 -15 15 -17 -18 20 21 -21 -22 -23
leaf_value=0.0018860698123527656 0.00032265862181427924 0.001560517897688238 0.00060331043308081917 -0.00015428606028028327 0.0018541498162370582 0.00058404090925503365 0.0011960300675295237 0.00059578483994362206 0.0012180507439089709 0.0019147261082925525 0.00029524831664238442 0.0011532854444544149 0.0015120075217464263 0.0011276639475869717 0.00094193378200540471 0.0014651445661744949 0.0015152877959511914 0.0011094270141716021 0.0013568140329126034 0.0009694990101145641 0.0014084888301040932 0.0010416596366120755
leaf_weight=66 99 88 53 55 72 53 83 52 102 82 52 83 55 56 63 283 1225 80 53 61 64 65
leaf_count=66 99 88 53 55 72 53 83 52 102 82 52 83 55 56 63 283 1225 80 53 61 64 65
internal_value=0 0.00139563 0.00114053 0.00053006 0.00132122 0.000690376 0.000957793 0.00122173 0.00100816 0.00147398 0.000641797 0.00146013 0.00147364 0.00149239 0.00150473 0.00136998 0.00154038 0.00136333 0.00128815 0.000799562 0.00124259 0.00118351
internal_weight=0 2655 624 290 458 235 136 386 154 2031 166 1965 1882 1709 1653 346 1307 232 173 114 144 118
internal_count=2945 2655 624 290 458 235 136 386 154 2031 166 1965 1882 1709 1653 346 1307 232 173 114 144 118
is_linear=0
shrinkage=0.0032998


Tree=3621
num_leaves=25
num_cat=0
split_feature=4 3 148 3 376 3 15 0 15 0 49 4 4 49 16 160 0 474 0 483 0 16 3 3
split_gain=26.0508 9.3598 4.05365 2.63351 2.60947 2.33523 1.85471 1.74632 1.30337 2.18141 1.24 0.97613 0.856561 0.939887 0.692398 1.15639 0.847976 0.785802 0.702265 0.799972 0.649813 0.466293 0.296555 0.295077
threshold=0.31392000000000003 -0.07249499999999999 -1.0000000180025095e-35 0.25089000000000006 0.081270000000000023 -0.14326499999999995 -0.12272499999999999 -0.14680499999999999 -0.42075999999999997 -0.14043999999999998 -0.074429999999999982 0.51395000000000002 -0.37626499999999991 0.10470500000000001 -0.0048749999999999991 -0.014989999999999998 -0.076589999999999978 0.023345000000000001 -0.071749999999999994 0.023975000000000003 -0.075434999999999988 0.062500000000000014 -0.088484999999999994 -0.083414999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 6 -2 -4 -1 11 -10 22 -7 -8 -14 18 16 -16 21 19 20 -12 -17 -9 -21
right_child=5 2 3 -5 -6 8 12 10 9 -11 14 -13 13 -15 15 17 -18 -19 -20 23 -22 -23 -24 -25
leaf_value=0.0024421456885621367 0.0013736396291793693 0.00061152364169023274 0.0022455958296306706 0.0008486658840810605 0.0011239632933537137 0.0012190831168535472 0.0019737333783892337 0.0013853085954215749 0.00088484438017624148 -1.8442380829510367e-05 0.0019485702219080559 0.00064176575154151151 0.0016407369505344474 0.0011664438741255426 0.0017978813104994806 0.0016159644278133406 0.0012772051727121083 0.0022039910021553148 0.0022724999477531128 0.0024070174352307052 0.0015961107238503722 0.0019268748434246529 0.001737242824901692 0.0020552226567954498
leaf_weight=71 61 52 62 52 99 54 73 52 54 63 911 79 398 52 81 74 60 88 84 53 62 198 56 56
leaf_count=71 61 52 62 52 99 54 73 52 54 63 911 79 398 52 81 74 60 88 84 53 62 198 56 56
internal_value=0 0.0018043 0.00150303 0.00156597 0.00162045 0.000794251 0.00170442 0.00193289 0.00065274 0.000398158 0.0019125 0.00087643 0.00164019 0.00158601 0.00193479 0.00183125 0.00157657 0.0019309 0.00197925 0.00195645 0.00192615 0.00184242 0.00156812 0.0022266
internal_weight=0 2634 788 736 684 311 585 1846 250 117 1775 133 523 450 1667 501 141 360 1166 1082 973 272 108 109
internal_count=2945 2634 788 736 684 311 585 1846 250 117 1775 133 523 450 1667 501 141 360 1166 1082 973 272 108 109
is_linear=0
shrinkage=0.0032998


Tree=3622
num_leaves=15
num_cat=0
split_feature=49 3 15 15 12 3 3 156 16 40 42 0 13 16
split_gain=1.35922 1.07218 1.15752 0.94966 0.882308 0.808622 0.732208 0.640519 0.887125 0.533961 0.598382 0.506967 0.447651 0.277703
threshold=-0.15532499999999996 -0.14326499999999995 -0.2987999999999999 -0.23043999999999995 -0.087384999999999977 -0.15327499999999997 -0.10337499999999998 0.082525000000000015 -0.08267999999999999 -0.084959999999999994 0.11966500000000001 -0.22480499999999998 0.15415000000000004 -0.41776999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 4 -4 -3 7 12 8 -2 -8 11 -11 -5 -6
right_child=1 2 3 6 13 -7 9 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.0077396329648336624 0.02832503123143473 -0.016728213053288532 0.036218651764418387 -0.011230910736921266 0.017388565200167502 0.043123730255197328 0.030594869612864894 0.034405100496269228 0.00033265705642404017 0.0021779599133661598 -0.00043729640062225151 0.01459159058020223 0.0097555114464361707 0.0010208866220774836
leaf_weight=86 58 61 52 53 52 52 53 56 72 98 84 2037 63 68
leaf_count=86 58 61 52 53 52 52 53 56 72 98 84 2037 63 68
internal_value=0 0.0137201 0.0127366 0.0136998 -0.000238686 0.0245433 0.0132087 0.0193392 0.0128354 0.0138746 0.0134744 0.0140226 0.0001514 0.00812852
internal_weight=0 2859 2621 2440 181 238 2388 186 130 2272 2219 2135 116 120
internal_count=2945 2859 2621 2440 181 238 2388 186 130 2272 2219 2135 116 120
is_linear=0
shrinkage=0.16829


Tree=3623
num_leaves=15
num_cat=0
split_feature=2 156 51 11 1 13 13 48 39 481 2 129 2 13
split_gain=1.31073 0.60933 0.746967 0.565101 0.833153 1.1637 0.713476 0.674378 0.478212 0.468857 0.417807 0.568537 0.475278 0.182592
threshold=0.17553000000000005 -0.077564999999999981 0.14829000000000001 0.079700000000000007 0.093435000000000004 0.066150000000000014 0.084770000000000026 0.10971000000000002 0.091180000000000011 -0.087234999999999993 0.08647500000000001 0.010690000000000002 0.087325000000000014 -0.074044999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 9 7 -5 8 -6 -3 11 -11 -12 -1
right_child=-2 2 -4 6 5 -7 -8 -9 -10 10 12 -13 -14 -15
leaf_value=0.016961521869989404 -0.012545760993968206 -0.0011848513081262216 -0.00776251245746959 0.030812131666211245 -0.00017081296434322618 0.028416843092897555 0.0088926195718088581 0.019831179721685775 0.013365192292597286 0.017828895772262741 -0.001318885327017006 0.00052694196621987642 0.012063314082875172 0.031182045125676801
leaf_weight=52 66 67 59 92 490 59 78 66 87 635 81 59 1002 52
leaf_count=52 66 67 59 92 490 59 78 66 87 635 81 59 1002 52
internal_value=0 0.0114279 0.0109528 0.01136 0.0107313 0.00579248 0.0207655 0.00371373 0.00186703 0.0126104 0.0131316 0.0163606 0.0110608 0.0240891
internal_weight=0 2879 2775 2716 2546 702 170 643 577 1844 1777 694 1083 104
internal_count=2945 2879 2775 2716 2546 702 170 643 577 1844 1777 694 1083 104
is_linear=0
shrinkage=0.16829


Tree=3624
num_leaves=14
num_cat=0
split_feature=45 49 15 15 156 52 13 43 3 394 1185 156 15
split_gain=1.01138 1.06927 0.606896 0.788625 0.563091 0.553631 0.796452 0.781306 0.522941 0.506363 0.760778 0.476413 0.444939
threshold=0.08179500000000002 -0.15532499999999996 -0.26361999999999991 -0.15097999999999998 0.11538000000000002 0.14295500000000003 -0.083914999999999976 -0.054204999999999996 -0.0096849999999999974 -0.079609999999999986 0.082505000000000009 0.091235000000000024 -0.47129499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 5 9 -7 -8 -3 10 -5 -11 -10
right_child=-2 2 3 4 -6 6 7 -9 12 11 -12 -13 -14
leaf_value=-0.010293930411561975 0.032332263896274846 0.010302773778818716 0.025214062262398293 -0.0088434932202282168 0.022813389667410557 0.015877091793172551 0.0029187894932871457 -0.019314108309426859 0.003438589080826802 0.011255005251217462 0.01467649224877423 -0.00038520774967923095 -0.016786566394876076
leaf_weight=82 52 90 92 95 85 90 176 60 62 1829 66 105 61
leaf_count=82 52 90 92 95 85 90 176 60 62 1829 66 105 61
internal_value=0 0.0086388 0.00919173 0.00989981 0.00933687 0.00886298 0.00240429 -0.00272603 0.000546768 0.00986715 0.000787081 0.0106221 -0.00657717
internal_weight=0 2893 2811 2598 2506 2421 326 236 213 2095 161 1934 123
internal_count=2945 2893 2811 2598 2506 2421 326 236 213 2095 161 1934 123
is_linear=0
shrinkage=0.16829


Tree=3625
num_leaves=23
num_cat=0
split_feature=2 2 2 12 0 2 150 3 12 16 159 14 12 13 13 0 0 3 12 0 0 2
split_gain=23.597 13.8961 3.83617 4.25087 3.56975 2.68469 3.68023 2.33788 1.72996 1.48893 0.989217 0.924434 0.891956 0.799444 0.733484 0.690845 1.39719 0.627776 0.604977 1.90007 1.05418 0.427488
threshold=0.11366500000000002 -1.0000000180025095e-35 0.15305000000000002 0.092825000000000005 -0.076589999999999978 0.092155000000000015 0.082085000000000019 -0.14186499999999996 -0.064689999999999984 0.41221000000000008 0.094385000000000011 -1.0000000180025095e-35 -0.038859999999999992 -0.072634999999999991 -0.035924999999999992 -0.15445999999999996 -0.10726999999999999 -0.020049999999999995 0.092855000000000007 -0.064734999999999987 -0.071879999999999986 0.12336000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 11 -1 9 7 -7 -9 15 14 -2 -4 -13 -10 -3 -17 -6 19 -18 -20 -5
right_child=2 5 12 21 17 6 -8 8 10 -11 -12 13 -14 -15 -16 16 18 -19 20 -21 -22 -23
leaf_value=0.0016425582675684996 0.0013590548895903401 0.002383950766442332 0.00092724126877584238 0.0019048939426831028 0.0010254676084221872 0.0024920280098927683 0.0012244344431105746 0.0012962701991963905 0.0017381214492969514 0.0015881006976606368 0.0023502608027486699 0.00064209106629819991 0.00033547472438987344 0.0011121894276505282 0.0020244763539888464 0.0016798947632231569 0.0021265858661008385 0.00055345582395479979 0.0020892626400054646 0.0027753470972708113 0.0015747774204473647 0.0015354092118741725
leaf_weight=90 64 100 52 84 59 74 90 53 213 61 54 76 60 83 185 83 1037 65 203 52 56 60
leaf_count=90 64 100 52 84 59 74 90 53 213 61 54 76 60 83 185 83 1037 65 203 52 56 60
internal_value=0 0.00194602 0.00114568 0.0013089 0.00114195 0.00202211 0.00184626 0.00194286 0.00186232 0.00209598 0.00192861 0.00102314 0.000610538 0.00088771 0.00187131 0.0021162 0.00209746 0.000778326 0.00212315 0.0021576 0.00197816 0.00175119
internal_weight=0 2475 479 367 214 2261 669 579 505 1592 452 223 112 159 398 1531 1431 124 1348 1089 259 144
internal_count=2954 2475 479 367 214 2261 669 579 505 1592 452 223 112 159 398 1531 1431 124 1348 1089 259 144
is_linear=0
shrinkage=0.0032998


Tree=3626
num_leaves=27
num_cat=0
split_feature=1 52 2 2 10 2 2 151 2 0 2 0 1 49 2 52 52 159 52 0 0 1 0 2 48 52
split_gain=30.4367 6.85156 3.58645 3.22913 2.20798 2.13051 3.06302 1.82901 1.72164 1.15261 1.11273 1.04575 0.874402 0.813695 0.926121 0.786235 0.914092 0.636146 0.58324 1.17748 0.806379 0.461147 0.561896 0.382596 0.333856 0.275679
threshold=0.10404000000000001 -0.41694999999999993 0.092155000000000015 0.14253500000000002 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.083939999999999987 -0.0098549999999999974 -0.15445999999999996 0.13154000000000002 -0.11073999999999999 0.097070000000000004 -0.038669999999999989 0.12173500000000002 0.048655000000000011 -0.45635499999999996 0.092745000000000008 0.088785000000000017 -0.071749999999999994 -0.077294999999999989 0.090485000000000024 -0.085674999999999987 0.11218000000000002 0.085790000000000019 0.10096500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 5 6 -3 -4 -1 -10 12 -11 15 -7 -15 16 -9 -18 19 20 -13 22 -20 25 -5 -17
right_child=1 3 7 24 -6 13 -8 10 9 11 -12 18 -14 14 -16 23 17 -19 21 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0014723277406257355 0.0020401797306233782 0.00093802499332326812 0.0011029281055809103 0.00034738124533702973 0.00049606158315124215 0.0012561753248285315 0.0018471049757777249 0.0019721690490803836 0.0023429770205027319 0.0015324020184245457 0.0012779468383789954 0.0020245486885133428 0.0021419424035078894 0.00059700050413274356 0.0010899995801557422 0.0021329596420703767 0.0014301579995452652 0.0018372338922342307 0.001989505105155452 0.0024517089146097316 0.0016581265934286576 0.0021197195763677989 0.0016627185782260552 0.0016089277158207011 0.00068872575540620271 0.0018554739166713938
leaf_weight=73 72 70 54 72 60 79 96 63 97 58 54 861 64 82 85 54 186 55 98 67 72 61 145 54 56 166
leaf_count=73 72 70 54 72 60 79 96 63 97 58 54 861 64 82 85 54 186 55 98 67 72 61 145 54 56 166
internal_value=0 0.00107789 0.00187704 0.00096236 0.00108849 0.00117468 0.00146397 0.00168974 0.00196871 0.00199352 0.00173522 0.00196861 0.00177363 0.000979318 0.000848139 0.00173279 0.00161636 0.00152321 0.00198798 0.00202686 0.00199631 0.00186 0.00179465 0.00186183 0.000496995 0.00192374
internal_weight=0 672 2282 600 472 412 166 750 1532 1459 696 1362 642 246 167 578 304 241 1304 1000 933 304 243 274 128 220
internal_count=2954 672 2282 600 472 412 166 750 1532 1459 696 1362 642 246 167 578 304 241 1304 1000 933 304 243 274 128 220
is_linear=0
shrinkage=0.0032998


Tree=3627
num_leaves=23
num_cat=0
split_feature=4 0 0 0 0 13 13 3 52 0 4 52 4 42 4 3 3 52 13 52 0 4
split_gain=1.68728 0.637875 1.06507 0.576125 1.36447 1.03199 0.675089 0.837373 0.942915 0.558964 0.533876 0.597207 0.465366 0.408891 0.440955 0.77284 0.375391 0.353285 0.230659 0.218602 0.136471 0.113377
threshold=0.0049450000000000006 -0.15651999999999996 -0.11073999999999999 -0.23146499999999998 -0.16423499999999996 -0.078439999999999996 -0.070004999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 -0.14680499999999999 -0.0062699999999999987 0.023800000000000005 -0.0088849999999999988 -0.14704499999999995 -0.46195999999999998 -0.036264999999999992 0.0043700000000000006 -0.08330499999999999 1.0000000180025095e-35 0.008405000000000001 -0.093374999999999986 -0.51323499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 -2 -5 16 -7 8 -8 -3 12 17 13 -4 21 -16 19 -12 -10 20 -6 -15
right_child=3 2 10 4 5 6 7 -9 18 -11 11 -13 -14 14 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.026427370243043858 0.01838774903979784 0.0080290258242120514 0.027470094901273747 -0.019764184298492807 -0.0016564294082379524 -0.015774164971386444 0.022110698315937743 -0.015415701282483126 0.0055144547470062791 -0.015846272423514406 0.017604038042904228 0.0099989616116626344 -0.00069184508282934556 0.014962330736010084 0.012392639355229915 -0.0033904918494663577 0.021830631602960084 0.035547233339880059 -0.0055091228068284617 0.015610276403788407 0.0096289240680477121 0.024533872498254106
leaf_weight=94 72 56 52 70 59 68 78 61 119 55 53 84 76 58 1309 94 88 77 98 77 62 94
leaf_count=94 72 56 52 70 59 68 78 61 119 55 53 84 76 58 1309 94 88 77 98 77 62 94
internal_value=0 0.0128613 0.0122253 0.00397974 0.00264746 0.00485959 -0.000405756 0.00252474 0.00624054 -0.00378489 0.0131631 0.0210919 0.0121538 0.0127625 0.0122695 0.0113339 0.0126718 0.0282458 0.000527786 0.0085922 0.0041113 0.0208934
internal_weight=0 2102 2008 852 780 710 424 356 295 111 1897 214 1683 1607 1555 1403 286 130 217 198 121 152
internal_count=2954 2102 2008 852 780 710 424 356 295 111 1897 214 1683 1607 1555 1403 286 130 217 198 121 152
is_linear=0
shrinkage=0.16829


Tree=3628
num_leaves=15
num_cat=0
split_feature=11 3 41 1 1443 34 41 160 484 1348 49 39 13 3
split_gain=0.645502 0.891932 0.739669 0.688883 0.587152 0.539766 0.496817 0.493893 0.496782 0.440924 0.490501 0.420563 0.282304 0.661921
threshold=0.091445000000000012 -0.15041499999999997 0.077550000000000022 0.12000500000000001 0.059665000000000003 -0.023104999999999997 0.07677500000000001 0.12231000000000002 -0.37466499999999997 0.083570000000000019 0.11530000000000001 0.098380000000000009 -0.27740999999999993 -0.043609999999999989
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 9 -9 10 -3 12 -7 -14
right_child=-2 3 -4 5 -6 11 -8 8 -10 -11 -12 -13 13 -15
leaf_value=0.0055767152111421475 0.023888478743733507 0.0097627397730764617 -0.017307425588025335 -0.014300119779689442 0.024822754180822394 -0.00034737597750828658 0.025350234372522557 0.01013465353649087 -0.012333502583697364 0.024185897422143592 -0.0018149487104338281 -0.0067053934947459279 -0.00051604017552170746 0.024838682879710097
leaf_weight=97 76 2009 68 52 72 62 54 52 60 57 109 68 52 66
leaf_count=97 76 2009 68 52 72 62 54 52 60 57 109 68 52 66
internal_value=0 0.00816223 -0.00384344 0.00889306 0.00983873 0.00128074 0.00937711 0.00899917 -0.00188582 0.00956051 0.00916606 0.00455494 0.00881883 0.0136502
internal_weight=0 2878 165 2713 2413 300 2341 2287 112 2175 2118 248 180 118
internal_count=2954 2878 165 2713 2413 300 2341 2287 112 2175 2118 248 180 118
is_linear=0
shrinkage=0.16829


Tree=3629
num_leaves=33
num_cat=0
split_feature=1 52 4 1 12 150 123 43 43 13 4 1 4 160 52 13 160 51 4 51 13 12 13 49 4 1212 52 12 13 52 1 4
split_gain=38.62 7.65187 4.34488 3.84154 5.08866 2.88167 1.98804 1.47864 1.30888 1.23831 1.12334 1.16896 1.34562 1.0983 0.915333 0.840863 0.915999 0.817422 0.815275 0.690123 0.670659 0.611914 0.601945 0.514603 0.484354 0.460835 0.480742 0.428705 0.364451 0.279782 0.223331 0.151269
threshold=0.10404000000000001 -0.41694999999999993 0.0060300000000000015 0.13472500000000001 0.088365000000000013 0.088040000000000021 0.081630000000000022 -0.073079999999999992 -0.0101 -0.27740999999999993 -0.081204999999999986 0.078435000000000019 -0.14345499999999997 -0.06146999999999999 0.029970000000000007 -0.069444999999999993 0.049100000000000012 0.080080000000000026 0.38865500000000003 0.026870000000000002 -0.052124999999999998 0.084395000000000012 -1.0000000180025095e-35 0.091160000000000005 0.24099500000000004 0.090175000000000019 0.088785000000000017 0.081080000000000013 -0.095139999999999988 -0.013914999999999999 0.084775000000000003 -0.012569999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 13 8 10 -5 14 -9 11 12 -1 -3 23 21 20 18 -15 29 -17 31 -22 -4 -6 26 -14 -10 -23 -13 -30 -12
right_child=1 3 5 7 24 -7 -8 9 27 -11 15 19 25 17 -16 16 -18 -19 -20 -21 22 28 -24 -25 -26 -27 -28 -29 30 -31 -32 -33
leaf_value=0.0014073615064327544 0.001809236025068656 0.00093391009284374759 0.0013390467348710238 -0.00012670412478761194 0.0015972292797523072 0.00065480373519532218 0.0011506669530434459 0.00018429398082738034 0.0018940224517873451 0.00086127837502033579 0.0021461046242267283 0.0018458128535334883 0.0019967071776623587 9.0201518001117992e-05 0.0015980971549401355 0.0013804380838518316 0.001246190989614747 0.00078459085839759329 0.00058750298690940679 0.0024101912568076965 0.001893412373286856 0.0014766971051485382 0.0016026805755225196 0.00089248273903510015 0.0011768544314400217 0.0015900498444577566 0.0017030905439350335 0.001552892961253656 0.0017215178173677502 0.002122449402845688 0.0018717163018901807 0.0018939758728619724
leaf_weight=83 72 82 56 65 68 52 57 65 72 54 53 88 241 71 68 74 67 67 73 54 142 52 178 58 55 55 84 96 344 79 169 60
leaf_count=83 72 82 56 65 68 52 57 65 72 54 53 88 241 71 68 74 67 67 73 54 142 52 178 58 55 55 84 96 344 79 169 60
internal_value=0 0.000792474 0.00169262 0.000670404 0.000846046 0.00138083 0.00175927 0.000273111 0.0014886 0.000491793 0.00177827 0.0018845 0.00178971 0.000609372 0.00129391 0.00171445 0.00160498 0.000483081 0.00034255 0.00208292 0.0016659 0.00178884 0.0017318 0.00111216 0.00140954 0.00187313 0.00192093 0.0016993 0.00174404 0.00197689 0.00177107 0.00201254
internal_weight=0 672 2282 600 416 402 1880 184 350 119 1823 684 463 293 182 1139 461 211 144 221 394 678 320 114 123 380 325 168 565 167 513 113
internal_count=2954 672 2282 600 416 402 1880 184 350 119 1823 684 463 293 182 1139 461 211 144 221 394 678 320 114 123 380 325 168 565 167 513 113
is_linear=0
shrinkage=0.0032998


Tree=3630
num_leaves=18
num_cat=0
split_feature=4 4 15 1 15 3 3 1 52 1 1 13 160 160 480 1447 48
split_gain=0.680505 0.988883 0.751171 0.739491 1.19564 0.512981 0.559346 0.494486 0.599617 0.709404 0.754569 0.407121 0.37485 0.292243 0.286806 0.857378 0.292258
threshold=0.26777000000000001 0.40441500000000002 0.17176000000000005 0.13042000000000001 -0.43091499999999999 -0.16100499999999998 -0.24149499999999999 0.10378000000000001 0.008405000000000001 0.11189500000000001 0.117245 -0.079199999999999979 -0.52336499999999997 -0.54883999999999988 0.08759500000000002 -0.085644999999999985 0.092205000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 11 -5 6 -1 12 9 -9 -11 -3 13 -7 15 -14 -17
right_child=1 3 -4 4 -6 7 -8 8 -10 10 -12 -13 14 -15 -16 16 -18
leaf_value=0.0096225249458802408 -0.016832845981118973 0.025324485256650292 0.02914289862184748 0.011436062289646241 -0.020650004254402013 0.007889426656053777 0.032578056011029047 -0.0071546229381051381 -0.01017255528858646 0.02945359105495186 0.0043454634868891799 0.0071527286089645391 0.03022727953200826 -0.0093130224861896378 0.00088698877836321938 0.008799184657714787 0.016565159162481441
leaf_weight=72 69 54 52 70 62 58 52 73 85 52 98 100 58 54 102 1695 150
leaf_count=72 69 54 52 70 62 58 52 73 85 52 98 100 58 54 102 1695 150
internal_value=0 0.00124381 0.00910469 0.00561124 -0.00362106 0.00869521 0.0192635 0.00815407 0.0018464 0.00643567 0.0130616 0.0135363 0.00907091 -0.00038857 0.00960022 0.0100663 0.00943154
internal_weight=0 355 2601 286 132 2549 124 2425 308 223 150 154 2117 112 2005 1903 1845
internal_count=2956 355 2601 286 132 2549 124 2425 308 223 150 154 2117 112 2005 1903 1845
is_linear=0
shrinkage=0.16829


Tree=3631
num_leaves=27
num_cat=0
split_feature=4 3 3 123 2 14 2 2 4 43 51 52 3 0 4 2 2 133 0 15 1456 133 2 15 0 42
split_gain=69.7769 22.0644 8.56221 7.97637 4.17619 3.73588 3.58029 2.63232 1.71356 1.69125 1.44125 1.29031 3.60301 1.17123 1.14991 1.85509 1.02386 0.891266 0.648397 0.577635 0.55271 0.498687 0.493584 0.488054 0.436227 0.10386
threshold=0.31392000000000003 -0.059315 0.28833000000000003 1.0000000180025095e-35 0.10859000000000001 0.073890000000000011 0.15205000000000002 0.097005000000000022 0.0060300000000000015 -0.049999999999999996 -0.095339999999999994 -0.45635499999999996 -0.08867499999999999 -0.050704999999999993 -9.4999999999999992e-05 0.088755000000000014 0.086365000000000011 0.095090000000000022 -0.076589999999999978 -0.016999999999999998 -0.078314999999999982 0.39024000000000009 0.11693000000000002 -0.047859999999999993 -0.087359999999999979 0.086510000000000017
decision_type=2 2 2 2 2 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 7 9 8 13 -2 -3 -9 -13 18 -12 -16 -5 23 20 -6 -1 -20 -11 -14 25 -10
right_child=6 2 -4 16 19 -7 -8 11 24 22 14 12 17 -15 15 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0021431335319196474 0.00029801604629448291 0.0025882889800634681 0.00048533276164511167 0.00074191318577970593 0.001669212210072201 0.0030927087108463544 -0.00030156758683161887 0.0023689213537228708 0.0020360161373711707 0.0010273970147237144 0.0017616616364619245 0.0013295592317671121 0.0020895890645195271 0.00284623602873478 0.0026264903896077996 0.0018374908224887884 0.0013043776445313643 0.0018954589348264561 0.0019925450737730572 0.0011802833091860132 0.0024131594710938981 0.0023508286191361804 0.00065936824563307304 0.002511992248506244 0.0017699476552313436 0.0022539493724212812
leaf_weight=92 95 72 67 59 52 65 52 100 55 85 91 79 53 58 68 63 89 86 86 55 1092 88 76 73 52 53
leaf_count=92 95 72 67 59 52 65 52 100 55 85 91 79 53 58 68 63 89 86 86 55 1092 88 76 73 52 53
internal_value=0 0.00214695 0.00159969 0.00173562 0.00197736 0.00231283 0.000487357 0.00228704 0.00234732 0.000647745 0.00218074 0.00204399 0.00193221 0.00238403 0.0020484 0.00224732 0.00108039 0.00215662 0.00236427 0.00141822 0.00239221 0.00217395 0.000853888 0.00233459 0.00202217 0.00214329
internal_weight=0 2648 616 549 401 2032 308 1967 1576 256 294 391 291 1416 222 131 148 212 1358 107 1184 174 161 126 160 108
internal_count=2956 2648 616 549 401 2032 308 1967 1576 256 294 391 291 1416 222 131 148 212 1358 107 1184 174 161 126 160 108
is_linear=0
shrinkage=0.0032998


Tree=3632
num_leaves=19
num_cat=0
split_feature=2 15 15 400 12 12 130 1373 453 15 4 4 4 13 12 1210 130 403
split_gain=0.92892 0.502396 1.27944 1.1126 0.797575 0.777665 0.668667 0.586199 0.45795 0.481512 1.34588 0.987429 0.417062 0.330616 0.728361 0.278636 0.399224 0.135017
threshold=0.25063000000000007 0.039965000000000007 0.082225000000000006 -0.054474999999999989 0.081080000000000013 0.085205000000000017 -0.050984999999999996 0.083280000000000007 0.085955000000000018 -0.0087299999999999999 -1.0000000180025095e-35 -0.037689999999999994 -0.085189999999999974 0.0031100000000000004 0.10508500000000001 -0.065959999999999977 0.0084900000000000028 -0.038454999999999996
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 12 -5 8 9 11 -11 -8 -6 15 17 -7 -17 -15
right_child=-2 2 4 6 5 13 7 -9 -10 10 -12 -13 -14 14 -16 16 -18 -19
leaf_value=-0.015972535611983339 -0.013768644103044696 0.037287288218283067 0.02877765278711189 0.025490305106717834 0.0067286524589484685 0.021410076411947421 0.024944422922306683 -0.010137846947859623 0.022924884370778598 -0.0036815513672116373 0.025722101792251269 0.0072517225423274169 -0.013037925213818968 0.0036143128416589077 0.020728925474479021 0.009686992098541505 0.023292721326874263 -0.0074797291052586369
leaf_weight=58 53 52 62 58 58 87 97 54 54 262 53 1147 63 55 54 549 69 71
leaf_count=58 53 52 62 58 58 87 97 54 54 262 53 1147 63 55 54 549 69 71
internal_value=0 0.00870076 0.0114965 0.00694356 0.0102391 0.00909482 0.00771511 0.00709558 0.00767364 0.00714422 0.00126003 0.00863274 -0.00354819 0.0108254 0.00437271 0.0124704 0.011209 -0.00262283
internal_weight=0 2903 1120 1783 1068 1006 1725 1667 1613 1559 315 1244 121 885 180 705 618 126
internal_count=2956 2903 1120 1783 1068 1006 1725 1667 1613 1559 315 1244 121 885 180 705 618 126
is_linear=0
shrinkage=0.16829


Tree=3633
num_leaves=12
num_cat=0
split_feature=2 1 1 1213 52 1444 1212 1212 1213 123 160
split_gain=0.64277 0.754113 0.637748 0.475051 0.454563 0.507626 0.426797 0.59962 0.449625 0.252749 0.262777
threshold=0.25063000000000007 0.14828500000000003 0.12040000000000002 0.26778500000000005 -0.5602649999999999 -0.079889999999999975 -0.040879999999999993 -0.16506999999999997 -0.12988499999999997 0.089155000000000012 -0.061914999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 -8 10 -4
right_child=-2 -3 9 -5 5 6 8 -9 -10 -11 -12
leaf_value=0.020459003094648997 -0.011451521402113222 0.026950222136227258 -0.0077058060763137773 0.02352527375771377 0.023191333600279689 0.003959160448913473 -0.0080906179514351195 0.023795186293841291 0.0063149018226714669 -0.011207605055191479 0.0067452444700881612
leaf_weight=72 53 54 55 52 53 81 63 93 2219 60 101
leaf_count=72 53 54 55 52 53 81 63 93 2219 60 101
internal_value=0 0.00723724 0.00686297 0.00758427 0.00726241 0.006883 0.00653033 0.0145715 0.00591642 -0.00192132 0.00163881
internal_weight=0 2903 2849 2633 2581 2509 2456 174 2282 216 156
internal_count=2956 2903 2849 2633 2581 2509 2456 174 2282 216 156
is_linear=0
shrinkage=0.16829


Tree=3634
num_leaves=14
num_cat=0
split_feature=49 3 16 1212 1212 1212 3 49 49 151 4 147 12
split_gain=0.599853 0.475028 0.441128 0.436304 0.392322 0.949981 0.71271 0.499703 0.57743 0.392249 0.380571 0.377618 0.403997
threshold=-0.23648999999999995 0.28833000000000003 -0.10227499999999999 0.11579500000000002 0.041590000000000009 0.086860000000000007 -0.084524999999999975 -0.087529999999999983 -0.081489999999999993 0.0035100000000000005 -0.086179999999999993 0.089245000000000005 -0.084509999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 7 -6 10 9 -9 -2 -7 12 -10
right_child=1 2 -4 -5 5 6 -8 8 11 -11 -12 -13 -14
leaf_value=0.023493001461095793 0.027896275585057539 -0.01621700416275132 0.0041423872642628867 0.01796985857345473 -0.021108093709693 0.0068645237435610096 0.017786288553172415 -0.011399455021777463 -0.0019051135658058613 0.0073603378505797947 -0.011987085144164722 -0.0043951118857495745 0.0071058355395571407
leaf_weight=53 52 54 68 82 52 56 72 55 151 54 66 94 2047
leaf_count=53 52 54 68 82 52 56 72 55 151 54 66 94 2047
internal_value=0 0.00541567 -0.00485442 0.00586685 0.00549848 -0.000902219 0.00450453 0.00614111 0.00562952 0.0174515 -0.00331916 0.00603894 0.00648598
internal_weight=0 2903 122 2781 2699 246 194 2453 2347 106 122 2292 2198
internal_count=2956 2903 122 2781 2699 246 194 2453 2347 106 122 2292 2198
is_linear=0
shrinkage=0.16829


Tree=3635
num_leaves=27
num_cat=0
split_feature=1 3 10 123 2 151 0 52 1 0 43 48 475 0 0 1446 1 0 0 43 0 3 1 1 2 2
split_gain=34.7701 6.92386 3.61512 3.20024 2.60078 2.53853 1.78012 1.73372 1.47841 1.39203 1.0793 0.951079 0.924524 1.05707 0.926866 0.852928 0.915354 1.1344 1.00784 0.7057 0.655151 1.42254 0.512713 0.315279 0.366986 0.137269
threshold=0.107725 0.3148450000000001 -0.00189 0.083715000000000026 0.097110000000000016 -0.084084999999999979 -0.14259999999999998 -0.25811499999999993 0.13662500000000002 -0.14867499999999997 0.0052850000000000006 0.083540000000000017 -0.079029999999999975 0.12390500000000002 -0.12851999999999997 0.092380000000000018 0.089680000000000024 -0.07385499999999999 -0.05461499999999999 -0.095964999999999981 -0.044434999999999995 -0.029394999999999998 0.12019000000000001 0.088340000000000016 0.088495000000000004 0.091735000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 7 6 -6 11 -2 9 -9 15 -4 -7 14 -14 16 18 -18 -8 -16 21 -11 -5 24 -12 -26
right_child=1 -3 4 22 5 12 10 8 -10 20 23 -13 13 -15 19 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27
leaf_value=0.00082772514467042773 0.0016102470602037231 -6.2963396791864773e-05 0.0022494824651656232 0.0007187596135200694 0.00078900519806147994 0.0019242505905136095 0.0017193142181583354 0.00061651991431425674 0.00050679221187121214 0.0016208890774846569 0.0017187697850823398 0.0017035232151692283 0.0011381261022645099 0.001065290304368278 0.0019230701055778492 0.0021235856565177376 0.0016605986792577164 0.0011528379052990337 0.0021887631396521946 0.0015334122004078325 0.00089793407157346501 0.00094987856102228443 0.00031716586827464018 0.0013085788898798013 0.0013031075285827639 0.0015463566257420608
leaf_weight=60 54 97 98 59 56 58 1008 55 61 80 90 55 55 59 62 55 167 68 53 299 53 61 85 77 52 56
leaf_count=60 54 97 98 59 56 58 1008 55 61 80 90 55 55 59 62 55 167 68 53 299 53 61 85 77 52 56
internal_value=0 0.000744546 0.00162881 0.000898805 0.0016491 0.00145864 0.00171213 0.00106362 0.000968284 0.0010812 0.00168 0.00205345 0.00152893 0.00148058 0.00153939 0.00171852 0.00170131 0.00151382 0.0017428 0.00160043 0.00121276 0.00133084 0.000481952 0.00149059 0.0015612 0.00142956
internal_weight=0 605 2428 508 2368 589 1779 364 310 249 1626 153 533 475 416 1351 1296 235 1061 361 194 141 144 275 198 108
internal_count=3033 605 2428 508 2368 589 1779 364 310 249 1626 153 533 475 416 1351 1296 235 1061 361 194 141 144 275 198 108
is_linear=0
shrinkage=0.0032998


Tree=3636
num_leaves=30
num_cat=0
split_feature=1 2 2 12 2 151 0 12 0 4 49 4 39 1446 4 12 16 43 16 2 1 2 13 133 133 133 1 2 49
split_gain=41.6749 7.21564 5.57826 4.66162 4.00885 3.05924 1.91729 1.78267 1.72665 1.50418 1.46916 1.37804 1.71992 1.16251 1.1897 1.14595 1.21546 0.927045 0.860715 0.705551 0.62834 0.570507 0.932409 0.544021 0.54208 0.96418 0.452299 0.411741 0.403526
threshold=0.10835000000000002 0.17553000000000005 -1.0000000180025095e-35 0.023990000000000004 0.097110000000000016 -0.083939999999999987 -0.14259999999999998 0.11878500000000002 -0.074504999999999988 0.25367000000000006 -1.0000000180025095e-35 0.51292000000000015 0.089030000000000012 0.037915000000000011 -0.082199999999999981 0.085465000000000013 -0.095564999999999983 -0.083349999999999994 -0.0037499999999999994 0.087635000000000005 0.077845000000000011 0.088855000000000003 -0.011694999999999999 0.16203500000000001 -0.00087999999999999992 0.087045000000000025 0.118385 0.11978500000000002 0.091255000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 11 6 -6 10 15 -1 26 -4 12 18 14 21 16 -7 19 27 -16 -19 22 -8 28 -15 -26 -5 -2 -17
right_child=1 -3 4 9 5 7 13 -9 -10 -11 -12 -13 -14 24 17 23 -18 20 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=0.0013189120036933536 0.00052946760843378062 -0.00031642925308273117 0.0016672731049508607 0.001664813059050809 0.00072145090979132322 0.0017423887872444147 0.0021867290653118962 0.00098158201783415987 0.00046712850627492013 0.00079199248311357924 0.0023458390646536082 0.00025131126448944569 0.00029530520749253795 0.0017193229391596974 0.0019714429770908604 0.0018397176160405415 0.0011213467378475934 0.0016404471130727514 0.0012507543685643305 0.001629808529442428 0.0014387055989797135 0.0015803405563343394 0.0017887809192895967 0.0013903467900683239 0.0023630413172726888 0.0017856217366940103 0.0012464800251445836 0.00092394475160452536 0.0015679746212265966
leaf_weight=52 55 72 54 59 58 54 92 60 52 54 100 100 75 68 129 191 96 465 52 139 270 74 221 55 67 61 56 62 90
leaf_count=52 55 72 54 59 58 54 92 60 52 54 100 100 75 68 129 191 96 465 52 139 270 74 221 55 67 61 56 62 90
internal_value=0 0.000661447 0.0016419 0.000798761 0.0016751 0.00144315 0.00175559 0.00151975 0.000893359 0.00124772 0.00210813 0.000578094 0.000711877 0.00172134 0.00168761 0.00158612 0.00134516 0.00162734 0.000896538 0.00179438 0.00156639 0.00184371 0.00190586 0.00169358 0.00196036 0.00208814 0.00146141 0.000738808 0.00175281
internal_weight=0 585 2448 513 2344 604 1740 546 104 169 154 344 244 1586 1390 486 150 1003 169 268 735 387 313 336 196 128 115 117 281
internal_count=3033 585 2448 513 2344 604 1740 546 104 169 154 344 244 1586 1390 486 150 1003 169 268 735 387 313 336 196 128 115 117 281
is_linear=0
shrinkage=0.0032998


Tree=3637
num_leaves=17
num_cat=0
split_feature=9 33 48 160 484 0 2 3 129 3 13 0 160 13 16 3
split_gain=1.17274 0.910734 0.586837 0.966339 0.874639 0.737428 0.621788 0.573155 0.502347 0.711731 1.18062 0.532406 0.427493 0.518911 0.472949 0.36868
threshold=-0.084439999999999987 1.0000000180025095e-35 0.093225000000000016 -0.54243999999999992 -1.0000000180025095e-35 -0.048199999999999993 0.11466000000000001 0.076825000000000018 -1.0000000180025095e-35 -0.14884499999999998 0.06301000000000001 -0.13843999999999998 0.07827000000000002 -0.27740999999999993 0.070590000000000014 -0.079574999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 15 8 -5 10 -10 -11 13 -9 -15 -6
right_child=1 -3 4 7 5 -7 -8 12 9 11 -12 -13 -14 14 -16 -17
leaf_value=-0.014389168992708942 0.026905338529672564 -0.014054088942273521 0.018932037265171495 -0.0076731908179529483 0.019735105050581399 -0.02073952112324931 -0.010393651209310314 0.0061543733277190128 0.034381080582245531 -0.0057986198697259645 0.0069123240948060442 0.0075833544333071615 0.0017503082018001795 0.030236222846722435 0.012231454738598421 0.0011103140183192962
leaf_weight=69 83 53 64 60 52 53 76 71 74 88 111 1878 54 107 68 72
leaf_count=69 83 53 64 60 52 53 76 71 74 88 111 1878 54 107 68 72
internal_value=0 0.00779582 0.00819425 0.00902967 0.00135239 -0.00308754 0.00158125 0.00843808 0.00749993 0.007924 0.0179095 0.00698345 0.0153463 0.0183234 0.0232504 0.0089352
internal_weight=0 2964 2911 2594 317 253 200 2511 2211 2151 185 1966 300 246 175 124
internal_count=3033 2964 2911 2594 317 253 200 2511 2211 2151 185 1966 300 246 175 124
is_linear=0
shrinkage=0.16829


Tree=3638
num_leaves=17
num_cat=0
split_feature=10 159 2 48 10 151 1 48 0 0 0 157 3 151 3 4
split_gain=0.916582 1.05345 0.620126 0.613555 0.605898 0.569775 0.786289 0.74159 1.35008 0.918237 0.811239 0.59814 0.582868 0.444396 0.422075 0.269957
threshold=-0.00189 0.085035000000000013 -0.0098549999999999974 0.081520000000000023 0.10513000000000002 0.067425000000000013 0.084815000000000015 0.081890000000000004 -0.18240499999999996 -0.18240499999999996 -0.062109999999999992 -0.096394999999999995 -0.16100499999999998 -0.088054999999999981 0.08796000000000001 0.0048200000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 7 -7 8 -4 -9 13 -10 -13 -11 -14 -15
right_child=2 -3 5 -5 -6 6 -8 9 11 10 -12 12 14 15 -16 -17
leaf_value=-0.023620632460368055 -0.018080534324626269 0.014547051408873472 0.030268211822628319 0.00013298265044529967 0.0067732191875106108 0.0040312013388692485 0.032204600312531993 -0.015075412046887136 -0.00885551349005167 -0.0034892684760244354 -0.013593478562960462 0.021269267285372671 0.0065381091158163247 0.0071853136494776301 0.016732560811335447 0.019317563399180868
leaf_weight=75 55 52 75 52 56 53 60 86 63 74 60 87 1834 147 123 81
leaf_count=75 55 52 75 52 56 53 60 86 63 74 60 87 1834 147 123 81
internal_value=0 -0.00561225 0.00679695 -0.0138806 -0.00552552 0.00729625 0.0190064 0.00679243 0.00807298 0.000551497 0.00426893 0.00728207 0.00778034 0.0078237 0.00717976 0.0115033
internal_weight=0 179 2854 127 111 2743 113 2630 2182 448 362 2107 2044 302 1957 228
internal_count=3033 179 2854 127 111 2743 113 2630 2182 448 362 2107 2044 302 1957 228
is_linear=0
shrinkage=0.16829


Tree=3639
num_leaves=25
num_cat=0
split_feature=1 3 1 150 30 4 49 47 15 14 41 13 3 3 1447 51 3 3 1 4 14 49 1 3
split_gain=26.9973 4.54901 2.59017 3.43879 2.5104 2.31014 1.24588 1.10496 1.02844 0.969704 1.03931 0.95475 0.708866 1.29781 0.646612 0.653156 0.691609 0.634051 0.533858 0.624659 0.447976 0.696501 0.344056 0.205428
threshold=0.10835000000000002 0.3148450000000001 0.089625000000000024 1.0000000180025095e-35 0.085570000000000021 -0.010764999999999999 0.11580500000000001 0.09023500000000001 -0.087894999999999987 0.064610000000000015 0.077915000000000012 -0.085744999999999988 -0.005644999999999999 -0.071844999999999978 -0.086059999999999984 -0.22288499999999997 -0.076514999999999986 -0.077054999999999985 0.10024500000000001 -0.07928499999999998 -0.41128499999999996 -0.021474999999999998 0.11744000000000002 -0.047774999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 11 5 22 9 20 -5 10 14 -4 13 18 -1 -16 -17 -8 19 -13 -7 -22 -2 -9
right_child=1 -3 3 8 -6 7 17 23 -10 -11 -12 12 -14 -15 15 16 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.0019483274371323554 0.0016221356827902428 0.00013312957676279505 0.0010957611324662094 0.00054029879048176797 0.00028897596713597533 0.00099270081362362356 0.0015360840602264491 0.0012855384077296611 0.0011475489600897913 0.0020007359076694028 0.001193249338658896 0.0012229511241642534 0.0018769380143010394 0.0010821385581976986 0.0020008666029026775 0.0016626713791720936 0.0014900804546213486 0.0010292441391573368 0.0018792623042548312 0.0016480245063755037 0.00090543408298835435 0.00046176564336693524 0.0012410588242557075 0.00099120775381520126
leaf_weight=78 52 97 52 52 61 53 56 54 74 85 56 54 70 63 53 1180 328 53 63 131 65 96 54 53
leaf_count=78 52 97 52 52 61 53 56 54 74 85 56 54 70 63 53 1180 328 53 63 131 65 96 54 53
internal_value=0 0.000786222 0.0015754 0.00137768 0.000915966 0.00100545 0.00163389 0.000865701 0.000897217 0.00165493 0.00163757 0.00151741 0.00157487 0.00150677 0.00165273 0.00163793 0.00162516 0.00128996 0.00161449 0.00152414 0.000728347 0.000641105 0.00142833 0.00114008
internal_weight=0 585 2448 559 488 427 1889 321 126 1780 1695 433 381 311 1639 1561 1508 109 248 185 214 161 106 107
internal_count=3033 585 2448 559 488 427 1889 321 126 1780 1695 433 381 311 1639 1561 1508 109 248 185 214 161 106 107
is_linear=0
shrinkage=0.0032998


Tree=3640
num_leaves=31
num_cat=0
split_feature=1 52 2 2 2 1 2 150 474 2 3 150 15 34 12 1212 3 2 43 159 1 1 16 52 3 52 13 483 42 16
split_gain=22.7439 4.6351 3.14739 4.31498 2.3827 1.60523 1.3588 1.2767 1.28604 1.04152 1.03633 1.12826 1.591 1.03181 0.847378 0.820714 0.715386 0.70542 0.625921 0.562663 0.629969 0.815681 0.509562 0.604655 0.570063 0.526122 0.513305 0.434465 0.670259 0.12908
threshold=0.098395000000000024 -0.41694999999999993 0.092250000000000013 -1.0000000180025095e-35 0.12623500000000001 0.080320000000000016 0.089545000000000013 0.082965000000000025 0.085435000000000025 0.14808000000000002 -0.087864999999999985 0.093965000000000007 -0.093399999999999997 -0.08397499999999998 0.081685000000000021 0.089955000000000021 0.085880000000000012 0.10573500000000001 -0.077614999999999976 -1.0000000180025095e-35 0.092485000000000026 0.090355000000000005 0.19384500000000002 -0.077114999999999975 -0.077604999999999993 0.49613000000000007 -0.065539999999999987 0.087175000000000016 0.085585000000000008 -0.062749999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 17 3 13 5 6 14 8 19 10 -4 12 16 -3 -1 27 -12 -2 -5 -7 21 -21 23 -8 -24 26 -25 28 -16 -22
right_child=1 2 9 18 -6 7 22 -9 -10 -11 11 -13 -14 -15 15 -17 -18 -19 -20 20 29 -23 24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022260610815466575 0.0013638457484440123 0.0011387890926631184 0.00042710774783476528 0.0018691016291760424 0.0010028958855239215 0.0018959469659799218 0.0019493969454474789 0.0011338560345370426 0.0011613405016274007 0.00042207351031464614 0.0005303094001060096 0.0004772620234279293 0.0014353033911606566 0.0005558605518691575 0.0017845500939529298 0.0014629183700626128 0.0010483881396682296 0.0019011964053345281 0.0014063228776310121 0.0016000381550417852 0.0016920516452719801 0.0011418120007301899 0.0016128829085886051 0.0017146105247444659 0.0011801836455858983 0.0019434832823400762 0.0014855906398267965 0.0015447017412860828 0.0020265215916411305 0.0019223328548332538
leaf_weight=54 54 52 62 53 60 84 74 79 68 103 57 52 67 92 419 74 60 54 83 193 65 55 87 198 55 52 241 54 182 52
leaf_count=54 54 52 62 53 60 84 74 79 68 103 57 52 67 92 419 74 60 54 83 193 65 55 87 198 55 52 241 54 182 52
internal_value=0 0.000997353 0.000896518 0.00116518 0.00165269 0.00167136 0.00172943 0.00152612 0.00158599 0.000708839 0.000807837 0.00090771 0.00102917 0.000766607 0.00182448 0.00179469 0.000796292 0.00163285 0.00158693 0.00165023 0.00159358 0.00149856 0.00162411 0.00166892 0.00144554 0.00162658 0.00158896 0.00183212 0.00185788 0.0017947
internal_weight=0 789 681 280 2146 2086 1490 596 517 401 298 236 184 144 783 729 117 108 136 449 365 248 707 565 142 491 439 655 601 117
internal_count=2935 789 681 280 2146 2086 1490 596 517 401 298 236 184 144 783 729 117 108 136 449 365 248 707 565 142 491 439 655 601 117
is_linear=0
shrinkage=0.0032998


Tree=3641
num_leaves=20
num_cat=0
split_feature=147 4 41 15 2 13 4 155 48 2 42 2 16 1212 2 13 48 42 2
split_gain=1.12676 2.13894 0.832852 0.627421 0.57523 1.04482 0.735574 0.874622 0.653682 0.599242 0.594519 0.572154 0.563881 0.371818 0.648767 0.471812 0.360293 0.365706 0.16945
threshold=0.089245000000000005 -0.000195 0.078610000000000013 -0.094839999999999994 0.11523000000000001 0.057990000000000007 -0.17568999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 0.096540000000000015 -0.080354999999999982 0.10697500000000001 0.19384500000000002 0.092360000000000012 0.086365000000000011 0.18622000000000002 0.094275000000000012 0.095150000000000012 0.12860500000000002
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 16 7 12 -8 13 -11 -12 -1 15 -15 -10 17 18 -6
right_child=1 -3 3 -5 5 -7 8 -9 9 10 11 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.040734015955851091 0.016185713817046435 -0.028756610559274857 0.0071243731730913657 -0.016020248537322437 0.008895942759466615 -0.015607583380141397 0.025489741928232369 0.0046090770998389319 0.0088838537439150447 0.015569942597077051 -0.0082584150470185764 0.0074853219900682224 0.016954321387469034 -0.010155531486927816 0.013214661458206364 0.023225922332738916 -0.0036080333872509076 0.00056426343494403453 0.021470569458196663
leaf_weight=54 53 69 60 74 56 78 59 73 1542 65 173 105 60 75 61 68 72 70 68
leaf_count=54 53 69 60 74 56 78 59 73 1542 65 173 105 60 75 61 68 72 70 68
internal_value=0 -0.00921776 0.00729623 -0.00564358 0.00794413 0.00151308 0.0088908 0.0190211 0.00800804 0.00751345 0.00107667 -0.00230558 0.0282341 0.00877691 0.000313477 0.00949072 0.00654018 0.0103158 0.0158062
internal_weight=0 122 2813 134 2679 344 2335 187 2148 2089 343 278 114 1746 136 1610 266 194 124
internal_count=2935 122 2813 134 2679 344 2335 187 2148 2089 343 278 114 1746 136 1610 266 194 124
is_linear=0
shrinkage=0.16829


Tree=3642
num_leaves=31
num_cat=0
split_feature=2 2 52 2 457 43 3 3 2 52 52 1429 160 2 2 52 15 15 52 52 15 51 52 2 43 133 133 43 2 133
split_gain=20.83 9.26461 4.8021 4.49874 4.328 3.57338 2.44357 3.71096 1.69314 1.1758 1.89652 1.08653 2.43615 0.831368 1.31706 0.736812 1.35746 0.64721 1.0184 0.565324 0.475831 0.471666 0.436874 0.362608 0.359037 0.353807 0.329701 0.41762 0.201813 0.0832409
threshold=0.11523000000000001 -1.0000000180025095e-35 -0.24841999999999997 0.099845000000000003 0.059100000000000007 -0.049999999999999996 -0.11211999999999998 -0.0066499999999999988 0.13388500000000003 -0.11043499999999999 0.0030150000000000008 0.084710000000000021 -0.073574999999999988 0.072175000000000017 0.087635000000000005 -0.081674999999999984 -0.071844999999999978 0.025430000000000005 -0.018824999999999998 0.0035300000000000006 -1.0000000180025095e-35 0.092255000000000018 -1.0000000180025095e-35 0.14073000000000005 0.0052850000000000006 0.087045000000000025 -0.0094199999999999978 -0.045139999999999993 0.10773000000000001 -0.09386499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 11 9 25 -4 8 -8 28 -11 13 -13 24 17 16 -16 18 -15 -17 -12 23 -19 -9 26 -1 -3 -28 -5 -26
right_child=2 3 6 4 -6 -7 7 21 -10 10 20 12 -14 14 15 19 -18 22 -20 -21 -22 -23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=0.00077533456434665971 0.0017710402456540977 0.0019530178485537457 9.7726119694294765e-05 0.0019378241455910484 0.00052011728528168148 0.0014576920258183846 0.001661470644480745 0.00061081039121430199 0.00091576407545826194 0.0010481651416965239 0.0018271521998499173 0.0010467310035218453 0.0020002907063297088 0.0018736500912967119 0.0023076960662665098 0.0015413757460999171 0.0017053487821916224 0.0021648659626315883 0.002341589201794747 0.0017755743253639424 0.0014238529694132361 0.0007879948088745925 0.0018459478629624269 0.0002471861274515621 0.0014239211024748282 0.00039719819318959879 0.0017502803585382376 0.0014243303187784285 0.0016692855213992813 0.0016213747456734402
leaf_weight=53 56 70 56 59 52 95 62 56 72 98 76 64 54 97 68 179 104 56 109 317 57 54 340 65 52 56 283 52 71 52
leaf_count=53 56 70 56 59 52 95 62 56 72 98 76 64 54 97 68 179 104 56 109 317 57 54 340 65 52 56 283 52 71 52
internal_value=0 0.00166412 0.000870862 0.00172367 0.00141118 0.000989642 0.000732655 0.000847609 0.00126106 0.00153943 0.00139746 0.00179169 0.0014834 0.00181212 0.00185758 0.00175621 0.00194369 0.00197 0.00212142 0.00169113 0.00165457 0.000530827 0.00189114 0.000415766 0.00169863 0.000581386 0.00174365 0.00169979 0.00179143 0.00152299
internal_weight=0 2514 421 2310 413 204 365 309 134 361 231 1897 118 1779 1270 668 172 602 206 496 133 175 396 121 509 109 405 335 130 104
internal_count=2935 2514 421 2310 413 204 365 309 134 361 231 1897 118 1779 1270 668 172 602 206 496 133 175 396 121 509 109 405 335 130 104
is_linear=0
shrinkage=0.0032998


Tree=3643
num_leaves=27
num_cat=0
split_feature=4 4 0 2 2 43 51 42 15 16 16 16 16 12 3 4 49 0 157 15 1212 403 51 401 1456 2
split_gain=0.883482 1.00549 0.647847 0.91469 0.680864 0.738984 0.848429 0.717394 0.957788 0.763759 0.715873 0.653167 0.611018 1.14068 0.588825 2.10206 0.547233 0.397462 0.386693 0.344161 0.290385 0.340053 0.267285 0.261461 0.302842 0.236442
threshold=0.27258000000000004 0.41823000000000005 -0.08176499999999999 -0.007134999999999999 0.08895500000000002 -0.116045 0.092720000000000011 0.086245000000000002 -0.071844999999999978 -0.090774999999999981 -0.0021749999999999994 -0.089559999999999987 -0.074504999999999988 -0.082654999999999992 -0.12711499999999995 -0.44205499999999992 -0.0069299999999999995 -0.13955999999999996 -0.077764999999999987 -0.010894999999999998 0.090175000000000019 -0.088854999999999976 -0.047864999999999991 0.093690000000000009 -1.0000000180025095e-35 0.094215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 4 -4 10 -6 7 8 9 -7 20 -5 13 -3 15 -13 -16 -2 -18 -12 21 -1 -20 24 -23 -9
right_child=1 12 3 11 5 6 -8 25 -10 -11 19 14 -14 -15 16 -17 18 -19 22 -21 -22 23 -24 -25 -26 -27
leaf_value=0.021305901556691834 -0.025172952250435577 0.027903010239565037 -0.013943123082594377 0.023412727052101734 0.023709533646544548 -0.014040413331166615 0.018372197485650547 0.014348953563607885 -0.023128750044038398 0.011517265567448367 0.016283987734571233 0.012326770020533501 -0.0070087799011738098 -0.0016430736288685036 0.019748997422106774 -0.031695779125620098 -0.0083696833610999825 -0.0051018989209262178 0.011803013941041574 0.035553982276331782 0.0011330919127411517 0.0033177379339594799 0.004517173811966345 0.00079591562757337533 0.013725780826096922 0.00080556986377065723
leaf_weight=101 52 66 69 58 54 56 81 81 70 81 53 75 78 84 81 52 55 61 186 53 74 96 619 67 465 67
leaf_count=101 52 66 69 58 54 56 81 81 70 81 53 75 78 84 81 52 55 61 186 53 74 96 619 67 465 67
internal_value=0 -0.00136923 0.00773808 0.00485758 0.0101973 0.00513453 0.00282983 -0.000711396 -0.00711293 0.00105722 0.0129244 0.00601127 0.00505834 0.0113452 0.00506456 -0.00568407 0.00651714 -0.014354 0.00526879 0.0259359 0.0112045 0.0122244 0.00620284 0.010761 0.0119479 0.00822997
internal_weight=0 341 2594 1195 1399 490 436 355 207 137 909 1126 228 150 1068 127 941 113 860 106 803 729 805 628 561 148
internal_count=2935 341 2594 1195 1399 490 436 355 207 137 909 1126 228 150 1068 127 941 113 860 106 803 729 805 628 561 148
is_linear=0
shrinkage=0.16829


Tree=3644
num_leaves=23
num_cat=0
split_feature=3 403 132 1186 2 2 13 52 16 52 48 3 12 13 12 12 16 2 52 43 16 160
split_gain=0.592823 1.58411 0.848743 0.845165 0.715772 0.643905 0.79923 0.617387 0.474916 0.586914 0.512398 0.549692 0.570012 0.41908 0.601016 0.659203 0.431872 0.429099 0.694643 0.345238 0.226211 0.131976
threshold=-0.097574999999999981 -0.015149999999999999 0.078205000000000011 0.084505000000000011 -0.085784999999999986 0.086115000000000011 0.096820000000000003 -0.079689999999999997 0.041025000000000006 -0.11043499999999999 0.08832000000000001 0.10265000000000001 0.084065000000000015 -0.012839999999999999 -0.081654999999999991 0.082795000000000021 -0.25397999999999993 0.09167500000000002 -1.0000000180025095e-35 -0.083209999999999992 -0.024304999999999997 -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 -1 5 4 -2 -3 7 -7 9 -6 11 12 21 14 16 -16 -11 20 -19 -14 -15 -10
right_child=3 2 -4 -5 8 6 -8 -9 10 13 -12 -13 19 17 15 -17 -18 18 -20 -21 -22 -23
leaf_value=-0.022415398284773607 -0.012870945127635232 0.02033391197148713 -0.01235980964838411 0.027394825172894294 0.022493469821919389 0.0062254348652661072 0.014025329875246989 -0.019333168693879244 0.0063378344249824118 0.01046935636654322 0.014179729842940586 -0.01581258447313779 0.0088387204541435296 0.0054277903652365398 -0.0058671693257754103 0.0090306926494324053 0.030401799701013952 0.014756364757015498 -0.0072016608861688826 -0.0052515109397127903 0.017403748021902525 0.018233797359384355
leaf_weight=75 55 89 69 54 74 52 100 55 52 64 83 56 64 326 92 965 60 53 177 213 52 55
leaf_count=75 55 89 69 54 74 52 100 55 52 64 83 56 64 326 92 965 60 53 177 213 52 55
internal_value=0 -0.000135309 0.00443787 0.00656052 0.00609888 0.00835962 0.00320257 -0.00689537 0.00653691 0.00779524 0.00205113 -0.000232679 0.00203471 0.00718626 0.00903538 0.0077323 0.0201286 0.00359152 -0.00213396 -0.00198952 0.00708003 0.0124694
internal_weight=0 440 365 2495 2441 296 207 107 2386 1863 523 440 384 1789 1181 1057 124 608 230 277 378 107
internal_count=2935 440 365 2495 2441 296 207 107 2386 1863 523 440 384 1789 1181 1057 124 608 230 277 378 107
is_linear=0
shrinkage=0.16829


Tree=3645
num_leaves=16
num_cat=0
split_feature=4 0 149 13 1456 133 13 4 43 480 151 1375 130 43 13
split_gain=0.961033 0.78022 0.741459 0.531869 0.454406 0.433258 0.425388 0.479778 0.544164 0.362918 0.509045 0.374121 0.37044 0.345515 0.13767
threshold=0.51395000000000002 -0.092134999999999981 0.085395000000000013 0.053700000000000005 -0.085589999999999986 -0.081844999999999987 0.26379000000000002 -0.42305999999999994 -0.10945499999999998 0.096940000000000012 0.025200000000000004 -0.086529999999999982 0.006490000000000001 -0.069944999999999993 0.16218500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 13 -5 7 -7 14 10 11 -6 -13 -1 -9
right_child=1 -3 -4 5 9 6 -8 8 -10 -11 -12 12 -14 -15 -16
leaf_value=0.0082199414813186045 0.0032087631127855022 -0.025507295667482898 -0.014010839865761121 0.013845004373683526 0.020075771848576708 0.0072686315473205806 0.0094086616380576679 -0.0079465444646901248 -0.019505740669057831 0.01755348040772951 -0.0062011934288579646 0.0047971147171676819 0.012032282538552137 0.026810422558646067 0.0036923661104864198
leaf_weight=63 53 54 57 52 52 62 66 56 89 72 102 1801 226 52 59
leaf_count=63 53 54 57 52 52 62 66 56 89 72 102 1801 226 52 59
internal_value=0 -0.0112667 0.00497862 0.00537258 0.00631476 -0.000432841 -0.00267454 -0.00567938 -0.00962337 0.00578685 0.00539758 0.0059675 0.00560468 0.0166417 -0.00195965
internal_weight=0 107 2809 2752 2368 384 332 266 204 2253 2181 2079 2027 115 115
internal_count=2916 107 2809 2752 2368 384 332 266 204 2253 2181 2079 2027 115 115
is_linear=0
shrinkage=0.16829


Tree=3646
num_leaves=26
num_cat=0
split_feature=12 12 4 3 4 3 12 12 4 15 11 159 52 4 157 40 48 13 42 15 3 48 3 42 4
split_gain=42.6663 9.61541 9.57646 6.03501 4.05499 3.16708 2.15386 1.98375 1.98088 2.97925 1.67485 1.58167 1.3413 1.23893 1.27992 1.01398 0.935786 0.91557 1.02631 0.789545 0.562198 0.54519 0.475096 0.377983 0.199203
threshold=0.056995000000000011 0.14472000000000004 0.27258000000000004 0.25089000000000006 0.31392000000000003 -0.0024599999999999995 -0.053404999999999987 0.090285000000000018 -0.029404999999999997 -0.088819999999999982 0.07585500000000002 0.085035000000000013 -0.031059999999999997 0.028075000000000006 -0.077654999999999988 -0.080249999999999988 0.093225000000000016 -0.092844999999999997 0.086000000000000007 0.097415000000000015 0.11391500000000002 1.0000000180025095e-35 -0.080884999999999985 0.095150000000000012 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 7 12 11 10 -7 -10 17 -4 15 14 -9 -1 19 18 -2 -16 -8 22 -19 24 -15
right_child=1 -3 6 -5 -6 8 20 13 9 -11 -12 -13 -14 23 16 -17 -18 21 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0018409994098100401 0.0020551737854240647 0.0013038720533555877 0.00060632294953246737 0.00096084303151769196 0.0017470137121299294 0.002655874901950532 0.0012318739491221152 0.0021124097104879163 0.0024887649978341825 0.0014971016719424652 0.0031919750981505277 0.0013124233004451597 0.0020468039561827005 0.0022259941036344264 0.0027182694522956061 0.0012482478365625079 0.0021857763242795164 0.002782478962872792 0.0026933145267812515 0.0024528249846673704 0.001698088280048737 0.0024788531639718817 0.0025540429314175389 0.0020279765382460804 0.0024864243499068905
leaf_weight=62 52 65 91 64 60 103 54 62 74 60 76 56 103 66 460 65 53 655 60 171 61 96 122 53 72
leaf_count=62 52 65 91 64 60 103 54 62 74 60 76 56 103 66 460 65 53 655 60 171 61 96 122 53 72
internal_value=0 0.00255454 0.00165734 0.00191215 0.00259402 0.00204245 0.00114077 0.00261944 0.00231063 0.002045 0.00271755 0.000875553 0.00176595 0.00250831 0.00256938 0.0015379 0.00261075 0.00268091 0.00239735 0.00264639 0.00147948 0.00271725 0.00274666 0.00226959 0.00236213
internal_weight=0 2123 793 531 2058 467 262 1998 237 134 1061 147 230 937 746 127 684 985 112 631 115 873 777 191 138
internal_count=2916 2123 793 531 2058 467 262 1998 237 134 1061 147 230 937 746 127 684 985 112 631 115 873 777 191 138
is_linear=0
shrinkage=0.0032998


Tree=3647
num_leaves=32
num_cat=0
split_feature=1 48 13 159 34 12 2 52 2 1 2 51 52 52 13 1446 12 402 159 2 43 2 52 2 43 13 1213 393 43 13 2
split_gain=0.734941 0.750221 0.730089 0.70561 0.706237 0.817841 1.48075 1.13828 0.579205 0.54093 0.342432 0.768575 0.560693 0.760402 0.534166 0.489209 0.441594 0.687917 0.624109 0.519418 0.401427 0.37803 0.316683 0.297744 0.266994 0.304041 0.217074 0.228107 0.180287 0.140321 0.089213
threshold=0.095920000000000019 0.10971000000000002 0.17226500000000003 0.107895 -0.084799999999999986 0.086385000000000003 0.10709500000000001 -0.062309999999999997 0.13631000000000001 0.12448500000000001 0.094985000000000014 0.11178000000000002 -0.45635499999999996 -0.24166499999999999 0.053700000000000005 0.084465000000000012 0.086730000000000015 0.092815000000000022 0.083800000000000027 0.088755000000000014 -0.064539999999999986 0.085155000000000022 0.12484500000000003 0.086625000000000021 -0.004174999999999999 -0.063549999999999982 -0.052964999999999991 0.10242000000000001 -0.0076899999999999998 -0.067614999999999995 0.10134000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 7 -6 -8 -3 11 15 -12 -14 20 16 17 19 26 23 30 -17 29 -1 -22 -26 28 -28 -18 -7 -15
right_child=1 9 -4 -5 5 22 8 -9 -10 -11 12 -13 13 14 -16 21 18 -19 -20 -21 24 -23 -24 -25 25 -27 27 -29 -30 -31 -32
leaf_value=0.010454742350126238 0.017180894958611071 0.026237333945163647 -0.019838060401906547 0.016368871686795884 -0.0040898846635929985 -0.0065094577973472409 0.00892360276019224 -0.035930513185993961 -0.009858054578357504 0.003410346864185915 0.025631186751733953 -0.013733939366136138 -0.010228466331377053 0.026994751598891163 -0.0012318169746835942 0.02505190527650206 0.01580532263334649 -0.008943081627561366 -0.011532248203753455 -0.00065086501406275295 -0.00066094066112217355 0.0075128644181982175 0.014117344337982823 0.020012175938858508 0.0050858307846815406 0.021292030921073513 0.0016243073795944997 0.013214613149003393 0.0041682697272238042 0.0038844025660330788 0.017910481454541424
leaf_weight=345 55 54 52 74 56 53 111 74 80 65 65 54 52 53 76 69 78 55 76 94 53 71 70 127 64 68 446 54 74 120 78
leaf_count=345 55 54 52 74 56 53 111 74 80 65 65 54 52 53 76 69 78 55 76 94 53 71 70 127 64 68 446 54 74 120 78
internal_value=0 0.00137532 -0.000604311 0.000836322 -0.00101766 -0.00279552 -0.00837325 -0.0222284 0.00104753 0.0137839 0.00722912 0.00597795 0.0110184 0.00887514 0.0114139 0.00669403 0.00570928 0.00900738 0.00289346 0.0107549 0.0144609 0.0161699 0.00456519 0.0130301 0.00939633 0.0134481 0.00457774 0.00287965 0.0101517 0.000689771 0.0215995
internal_weight=0 864 745 693 619 564 321 130 191 119 2052 1543 509 444 392 1489 1349 621 728 566 316 140 243 472 185 132 652 500 152 173 131
internal_count=2916 864 745 693 619 564 321 130 191 119 2052 1543 509 444 392 1489 1349 621 728 566 316 140 243 472 185 132 652 500 152 173 131
is_linear=0
shrinkage=0.16829


Tree=3648
num_leaves=12
num_cat=0
split_feature=4 0 41 12 1427 39 13 455 49 12 123
split_gain=0.591183 0.491956 0.471037 0.991277 0.435414 0.38455 0.321938 0.37947 0.397424 0.668227 0.337861
threshold=0.51395000000000002 -0.092134999999999981 0.075585000000000013 0.087135000000000004 0.088585000000000011 0.11233000000000001 -0.41895499999999991 0.086970000000000006 -0.008964999999999999 -0.090314999999999993 0.084280000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 -1 8 10 -10 -8
right_child=1 -3 3 -5 -6 -7 7 -9 9 -11 -12
leaf_value=0.016307682302203863 0.0037904090633175411 -0.019010160156734665 0.023768400539983709 -0.0038674062031911101 0.019329103433193488 -0.0086858480803514403 -0.0030363244386084898 0.017435456965450329 -0.013998489737588304 0.0053204022040826146 0.011543690047429431
leaf_weight=64 53 54 103 57 55 64 334 60 52 1968 52
leaf_count=64 53 54 103 57 55 64 334 60 52 1968 52
internal_value=0 -0.00769963 0.00503926 0.0139119 0.00450268 0.00418762 0.00451399 0.00420718 0.00387655 0.00482219 -0.00106752
internal_weight=0 107 2809 160 2649 2594 2530 2466 2406 2020 386
internal_count=2916 107 2809 160 2649 2594 2530 2466 2406 2020 386
is_linear=0
shrinkage=0.16829


Tree=3649
num_leaves=25
num_cat=0
split_feature=12 3 9 12 123 13 0 3 15 15 3 3 15 52 124 3 0 3 16 133 0 42 3 16
split_gain=20.9833 6.68107 5.98929 4.96721 4.02845 1.53883 1.35819 1.08775 1.91627 0.943386 0.868031 3.47757 1.98598 0.821013 0.778988 0.753092 0.814857 0.625747 0.426087 0.407227 0.294957 0.209814 0.17468 0.101349
threshold=0.056995000000000011 0.143375 -1.0000000180025095e-35 0.14472000000000004 0.083935000000000023 0.10474000000000001 -0.10998999999999999 0.10402500000000002 -0.0025249999999999995 -0.037394999999999991 -0.14884499999999998 -0.10519499999999998 0.039965000000000007 -0.065394999999999995 -0.080429999999999988 -0.081224999999999978 -0.096849999999999978 -0.080734999999999987 -0.066844999999999988 0.087950000000000014 -0.105195 -0.053119999999999994 -0.22004999999999997 0.058455000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 7 10 -3 8 13 -9 12 -12 22 -4 -6 16 -13 -17 -19 -18 -15 -7 -2 -10
right_child=3 6 4 -5 14 21 -8 9 23 -11 11 15 -14 20 -16 17 19 18 -20 -21 -22 -23 -24 -25
leaf_value=0.00043366097908908644 0.0018813584070920847 0.00075710808695910348 0.0011915473427846004 0.00082271186142401963 0.00063561193788804393 0.0012618537351812272 0.0001128546438519584 0.0015439629110464911 0.0020927680425020731 0.00093008646775383024 0.00091139883412902833 0.0014687594389197524 0.0025254076270730878 0.0017976041663713652 0.0011198615006147499 0.0013645455326510149 0.0019088817740590045 0.0018146099315723987 0.0016481615574050542 0.0017482427221053708 0.0014557820763108193 0.0015261406640615068 0.0016036050436406657 0.0018761050122832739
leaf_weight=88 53 74 86 65 70 59 69 56 54 54 52 61 54 55 76 57 658 328 361 242 59 81 52 52
leaf_count=88 53 74 86 65 70 59 69 56 54 54 52 61 54 55 76 57 658 328 361 242 59 81 52 52
internal_value=0 0.00109262 0.00123472 0.00172186 0.00136009 0.00175024 0.000446491 0.00152571 0.00162726 0.00124293 0.00177469 0.00175343 0.0020097 0.00143651 0.000887928 0.00177906 0.00184057 0.00169977 0.00172745 0.00186573 0.00162101 0.00141501 0.00174414 0.00198681
internal_weight=0 793 650 2123 562 2058 143 416 306 110 1918 1759 159 200 146 1707 961 746 689 900 114 140 105 106
internal_count=2916 793 650 2123 562 2058 143 416 306 110 1918 1759 159 200 146 1707 961 746 689 900 114 140 105 106
is_linear=0
shrinkage=0.0032998


Tree=3650
num_leaves=26
num_cat=0
split_feature=1 1 12 1 13 16 2 3 16 11 16 39 13 133 16 42 43 15 3 16 16 15 11 13 3
split_gain=33.8245 6.03321 5.27911 4.79063 3.19415 2.37319 1.95491 1.90321 1.62014 1.46655 1.40803 1.23071 0.961947 0.95462 0.938551 0.852543 0.617765 0.703222 0.616347 0.948224 0.570335 0.734008 0.535327 0.291208 0.17874
threshold=0.11657000000000002 0.090355000000000005 0.085845000000000019 0.13662500000000002 -0.090854999999999977 -0.40430999999999989 0.12414000000000001 -0.0063699999999999989 0.058875000000000004 1.0000000180025095e-35 -0.082119999999999985 0.085815000000000016 -1.0000000180025095e-35 0.40962500000000007 -0.071129999999999985 0.11195000000000001 -0.082094999999999987 0.025430000000000005 -0.10859999999999999 -0.039209999999999995 -0.080909999999999996 -0.12776499999999999 0.084110000000000004 -0.047309999999999998 -0.08422499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 8 -3 -5 9 11 12 13 -9 -6 -2 14 20 16 -4 22 -16 -20 21 -1 -18 -15 -22
right_child=3 2 15 5 7 -7 -8 10 -10 -11 -12 -13 -14 23 18 -17 17 -19 19 -21 24 -23 -24 -25 -26
leaf_value=0.0023047191161617241 0.00066237110505340839 0.00044901540597209669 0.0015710945958271084 -0.00014281855717965773 0.00068332420507325408 0.000644195946816874 0.0013143771974460912 0.0012730053770982595 0.0014879603779981555 0.002282392466005622 0.0019523010136349552 0.0013709818753428072 0.0012051153802079678 0.0013809090081782869 0.0014762018915684878 0.0014173802269650958 0.001615461188272362 0.0021666044699448954 0.0015379652870560966 0.001876722736155891 0.0023315509690081423 0.0018963077283654227 0.00203106083963768 0.0017282659769001253 0.002061936365740345
leaf_weight=53 96 54 71 72 58 99 68 69 65 97 65 56 57 52 58 63 85 85 105 688 52 605 58 57 65
leaf_count=53 96 54 71 72 58 99 68 69 65 97 65 56 57 52 58 63 85 85 105 688 52 605 58 57 65
internal_value=0 0.00177078 0.00149974 0.000726374 0.00117726 0.000312615 0.00186548 0.00133569 0.00105077 0.00188592 0.00160278 0.00102143 0.0008648 0.00186373 0.00188388 0.00176868 0.00184258 0.00192696 0.00180771 0.00183191 0.00196747 0.00192926 0.00178427 0.00156288 0.00218207
internal_weight=0 2564 664 389 302 171 1900 248 218 1832 134 114 153 1735 1626 362 299 228 851 793 775 658 143 109 117
internal_count=2953 2564 664 389 302 171 1900 248 218 1832 134 114 153 1735 1626 362 299 228 851 793 775 658 143 109 117
is_linear=0
shrinkage=0.0032998


Tree=3651
num_leaves=23
num_cat=0
split_feature=1 1 48 48 49 475 47 1 0 52 52 16 13 16 129 1 0 0 52 1 0 47
split_gain=1.67072 0.616858 0.953488 0.695077 0.914364 0.544085 0.529827 0.516008 0.513806 0.556616 0.599876 0.537493 0.499457 0.59616 0.460088 0.452956 0.4387 0.374089 0.360106 0.261865 0.247557 0.0961169
threshold=0.14195000000000002 0.087055000000000007 0.10971000000000002 0.094680000000000014 -0.089614999999999986 -0.087429999999999994 1.0000000180025095e-35 0.15523500000000004 -0.11214999999999999 0.11122500000000002 0.093130000000000004 -0.073554999999999995 -0.14545999999999995 -0.50942999999999994 0.093310000000000018 0.077375000000000013 -0.079684999999999992 -0.0058249999999999994 0.10271000000000001 0.10123500000000001 -0.07106999999999998 0.10678000000000001
decision_type=2 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 12 -2 15 10 14 -11 -6 -14 17 -7 -13 -10 -12 -8 -18 -21
right_child=7 2 -4 -5 6 8 19 -9 9 11 18 16 13 -15 -16 -17 20 -19 -20 21 -22 -23
leaf_value=-0.00566346298550887 -0.024620216230867704 0.025900124679816526 0.021294911247684171 -0.014138200050989948 -0.013170655843808794 0.027404291593847441 0.020407871075118787 -0.0017969225891867238 0.010235021488336396 0.014657061565649531 0.031530018151493998 -0.013760417682500591 0.018437241216452717 0.0012313382229761113 -0.0024356220655277708 0.0099889264988334749 0.0123759723181 0.022832692521618059 0.012726445201656998 0.0015424241814747932 -0.0028095685349754681 0.011398052361606906
leaf_weight=58 53 55 96 58 60 95 64 60 967 77 63 61 63 606 76 77 53 72 54 52 71 62
leaf_count=58 53 55 96 58 60 95 64 60 967 77 63 61 63 606 76 77 53 72 54 52 71 62
internal_value=0 0.00834265 0.0052567 0.00374546 0.00482555 0.0103392 0.00354562 -0.0125176 0.0108974 0.00989222 0.0113907 0.00283916 0.00153292 0.00285431 0.0101849 0.0196183 -0.00206994 0.0111097 0.0228668 0.0117786 0.00366654 0.00691826
internal_weight=0 2840 1116 1020 962 1724 907 113 1666 1494 1232 262 729 669 1115 172 185 1039 117 178 124 114
internal_count=2953 2840 1116 1020 962 1724 907 113 1666 1494 1232 262 729 669 1115 172 185 1039 117 178 124 114
is_linear=0
shrinkage=0.16829


Tree=3652
num_leaves=16
num_cat=0
split_feature=1 12 4 0 12 2 1 475 0 124 12 1454 402 51 1
split_gain=1.15631 0.924702 0.554954 0.925078 0.709866 0.539469 0.677434 0.849601 0.612858 0.522448 0.684727 0.461249 0.454428 0.350285 0.149378
threshold=0.14195000000000002 -0.038859999999999992 -0.22295999999999996 -0.040094999999999992 0.092855000000000007 -0.080104999999999996 0.080320000000000016 -0.082904999999999993 -0.13165999999999997 -0.085074999999999998 -0.083979999999999985 0.083660000000000026 -0.43418999999999991 -0.025904999999999994 0.10661000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 13 -4 8 -8 -7 -9 -11 12 -10 -1 -5
right_child=1 -3 3 14 -6 6 7 9 11 10 -12 -13 -14 -15 -16
leaf_value=0.01223166875895686 0.0041243516833622288 -0.026331038509849511 0.021628885793390513 -0.01471336301358109 0.0020105734752060545 0.023425854253806111 -0.01705859437139879 0.018719021927723112 -0.0066297861237163318 -0.012177858260449047 0.0046670046189173364 -0.0068194906129201826 0.0092524670443951962 0.029177044237181936 -0.0026681515939599087
leaf_weight=60 59 54 69 55 77 77 56 66 53 75 765 57 1284 83 63
leaf_count=60 59 54 69 55 77 77 56 66 53 75 765 57 1284 83 63
internal_value=0 -0.0104137 0.00693952 0.00625665 0.0150636 0.00694379 0.00652658 0.00305124 0.00879815 0.00429622 0.00316086 0.00798887 0.00862154 0.0220797 -0.00829767
internal_weight=0 113 2840 2620 220 2502 2433 962 1471 906 840 1394 1337 143 118
internal_count=2953 113 2840 2620 220 2502 2433 962 1471 906 840 1394 1337 143 118
is_linear=0
shrinkage=0.16829


Tree=3653
num_leaves=22
num_cat=0
split_feature=1 34 12 34 1 1373 1 12 15 1 52 475 159 13 160 15 159 475 11 131 12
split_gain=0.846606 1.02523 0.88844 0.8665 0.485248 0.451474 0.452332 0.712216 0.760816 1.10322 0.732099 0.383063 0.359154 0.80774 0.586903 0.502608 0.393839 0.362072 0.226102 0.209282 0.229993
threshold=0.12040000000000002 -0.016844999999999995 -0.038859999999999992 -1.0000000180025095e-35 0.13707500000000003 0.078175000000000008 0.087545000000000026 0.086885000000000004 -0.22991499999999995 0.10609 -0.084674999999999986 -0.085774999999999976 -0.023859999999999996 -0.082584999999999978 -0.16759499999999997 0.043560000000000008 -0.092104999999999979 -0.081219999999999987 0.082245000000000013 0.094860000000000014 0.093985000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -4 6 11 8 -8 10 -10 -5 13 16 -14 -15 -13 -16 19 20 -9
right_child=1 2 4 5 -6 -7 7 18 9 -11 -12 12 14 15 17 -17 -18 -19 -20 -21 -22
leaf_value=0.022726501234642454 -0.024616785552938517 0.013533780119633831 0.0020708450734370784 -0.0039449181228372876 -0.016434655069743551 0.019387404490870071 0.013635240188987702 0.0060655153995897264 -0.0020247544870129119 0.0059819615512365486 -0.025572877786894436 0.014192520291399587 -0.0062413152090352378 -0.0040681228930709978 -0.0045749117367206672 0.015279948879796125 0.0349868250833252 0.0079440490304287688 0.013579184622656273 0.011654707818307231 -0.0037080753374704681
leaf_weight=87 52 102 86 89 75 66 55 165 60 97 100 52 98 78 69 74 52 1205 92 83 116
leaf_count=87 52 102 86 89 75 66 55 165 60 97 100 52 98 78 69 74 52 1205 92 83 116
internal_value=0 -0.00302329 0.00123931 0.00620386 -0.00653857 0.00563966 0.0052738 0.00187567 -0.00431663 -0.00816546 -0.0167536 0.00679272 0.00738083 0.0131739 0.00629859 0.00533951 0.0246069 0.00726461 0.00611644 0.00422531 0.00202447
internal_weight=0 315 263 2638 161 2551 2485 768 312 257 160 1717 1628 256 1372 152 104 1274 456 364 281
internal_count=2953 315 263 2638 161 2551 2485 768 312 257 160 1717 1628 256 1372 152 104 1274 456 364 281
is_linear=0
shrinkage=0.16829


Tree=3654
num_leaves=21
num_cat=0
split_feature=4 0 14 16 16 0 0 11 16 48 0 0 13 4 13 12 4 456 12 4
split_gain=0.418922 0.738373 0.581491 0.529429 0.776266 0.663721 0.425673 0.600196 0.853269 0.612271 0.472911 0.389022 0.758679 0.38857 0.565034 0.405146 0.385428 0.286427 0.213218 0.212316
threshold=-0.49269499999999994 -0.061204999999999989 -0.07279999999999999 -0.076589999999999978 0.066010000000000013 -0.024974999999999997 -0.087649999999999992 0.078065000000000009 0.024125000000000004 -0.078904999999999989 -0.17127999999999996 -0.085994999999999974 -0.083654999999999993 -0.079524999999999985 -0.084509999999999988 0.083535000000000012 0.40052000000000004 0.087615000000000012 0.08622500000000001 -0.081454999999999986
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 2 -2 16 -5 -6 7 8 9 -4 -11 12 -8 14 -13 -15 -3 -17 -1 -16
right_child=1 3 6 4 5 -7 11 -9 -10 10 -12 13 -14 15 19 17 -18 -19 -20 -21
leaf_value=0.019119061673583758 0.017686970906846494 0.016855885347225603 -0.015355425093413633 -0.01912506773931644 0.0088305789145020023 -0.011852490009812878 0.025278239181806588 0.014925709495380284 -0.019998205573682731 0.013412168380829304 0.0013853557140541309 -0.015269603675644188 0.0013688531865535857 0.020617009030164911 0.0053865734434338178 0.0073681727446149401 -0.0028698148121990077 -0.0054651662827136091 0.0057590352401925161 -0.0060121517325599045
leaf_weight=79 98 55 55 96 99 79 83 90 54 107 692 52 69 62 288 670 57 53 60 55
leaf_count=79 98 55 55 96 99 79 83 90 54 107 692 52 69 62 288 670 57 53 60 55
internal_value=0 0.00389459 0.0049818 -0.00293946 -0.00692747 -0.000338892 0.00444665 0.00181626 0.00051489 0.00181407 0.0029982 0.00641611 0.0144365 0.00538146 0.00107102 0.00754812 0.00680087 0.00642493 0.0133651 0.00355355
internal_weight=0 2814 2428 386 274 178 2330 998 908 854 799 1332 152 1180 395 785 112 723 139 343
internal_count=2953 2814 2428 386 274 178 2330 998 908 854 799 1332 152 1180 395 785 112 723 139 343
is_linear=0
shrinkage=0.16829


Tree=3655
num_leaves=31
num_cat=0
split_feature=1 3 3 1 4 4 4 3 3 14 3 3 52 15 1 159 52 1 3 159 52 1 133 133 15 403 15 475 4 3
split_gain=105.628 21.1218 14.3478 4.87388 4.53567 3.71585 3.67811 2.82279 2.47721 2.08709 2.05659 1.86339 2.40741 2.9558 1.79543 1.41712 1.66421 1.38533 1.11431 1.03348 1.48118 1.50701 0.996476 0.70246 0.700207 0.461624 0.697077 0.630034 0.426799 0.256819
threshold=0.107725 -0.049204999999999992 -0.066229999999999997 0.09258000000000001 0.41377500000000006 0.049545000000000006 0.27420500000000009 -0.0031199999999999995 0.28833000000000003 0.073890000000000011 0.0035100000000000005 -0.096099999999999977 -0.23682999999999996 0.043560000000000008 0.11584000000000001 0.040460000000000003 0.0030150000000000008 0.12646500000000002 -0.12711499999999995 0.081975000000000006 -0.065394999999999995 1.0000000180025095e-35 0.09117500000000002 0.12086500000000001 -0.063834999999999989 -0.0076149999999999994 0.090725000000000014 -0.086169999999999983 -0.081664999999999988 0.076825000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 19 14 9 8 -5 10 11 -3 12 -1 18 -2 16 -7 -8 -14 20 -4 24 25 -24 -22 26 -13 -27 -25 -19
right_child=1 6 3 7 -6 15 17 -9 -10 -11 -12 22 13 -15 -16 -17 -18 29 -20 -21 21 -23 23 28 -26 27 -28 -29 -30 -31
leaf_value=0.0022464607283006204 0.0019637365162472175 4.4034929487700958e-05 0.0010617399600178657 0.00044383681397212096 0.00034135676562596645 0.0011209018310364661 -0.00012909502089061215 0.0012898386269045729 -0.00042952488150561604 0.002615309567130034 0.00091094393911694306 0.0021450134173511158 0.00097135957381686987 0.0020605632181271878 0.0011785391744157459 0.0020116557129280228 0.001818935644881026 -0.00086313156583988477 0.0016098840655592685 0.0019111464243404845 0.0017307954031436932 0.0020534767338475654 0.0016530573127355337 0.0022489703819236462 0.0012356942629441505 0.0023964869354496086 0.0025546358868752646 0.0020367328914515145 0.0019102980162022571 -0.00056456726878906498
leaf_weight=82 53 70 67 78 52 92 70 96 55 65 52 243 69 82 80 58 63 61 53 83 52 63 92 57 80 59 57 656 156 67
leaf_count=82 53 70 67 78 52 92 70 96 55 65 52 243 69 82 80 58 63 61 53 83 52 63 92 57 80 59 57 656 156 67
internal_value=0 0.000256117 0.00184757 0.00136155 0.00116855 0.00198144 -0.000193923 0.000910799 0.000151569 0.00203383 0.000413826 0.00201027 0.00176793 0.00157541 0.0014917 0.00157025 0.00140485 -0.00050295 0.00124904 0.00158878 0.00148652 0.00163229 0.00206275 0.00189623 0.001431 0.00211276 0.00222296 0.00206647 0.00200109 -0.000707127
internal_weight=0 560 2403 519 185 1884 375 174 177 1671 122 1606 286 204 133 213 155 198 122 345 262 195 1320 305 132 1015 300 715 213 128
internal_count=2963 560 2403 519 185 1884 375 174 177 1671 122 1606 286 204 133 213 155 198 122 345 262 195 1320 305 132 1015 300 715 213 128
is_linear=0
shrinkage=0.0032998


Tree=3656
num_leaves=11
num_cat=0
split_feature=106 1 2 14 2 16 1456 0 0 16
split_gain=0.8016 0.589819 0.829838 0.639293 0.55915 0.528872 0.525111 0.445634 0.359446 0.185252
threshold=0.085275000000000004 0.14828500000000003 0.13554000000000002 -1.0000000180025095e-35 -0.087809999999999985 -0.54479999999999984 0.08814000000000001 -0.23066499999999998 -0.038724999999999989 -0.082194999999999976
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 -7 9 -4
right_child=-2 -3 8 4 5 6 -8 -9 -10 -11
leaf_value=0.019448171312627618 -0.014681060383104766 0.020873062026146801 -0.0063430091090252438 -0.0095847959342909347 0.021504102263523523 -0.010564070414757876 -0.0080530530308989164 0.005178225813763951 0.0039782328439997407 -0.020044423078472939
leaf_weight=81 64 60 59 80 52 52 93 2316 52 54
leaf_count=81 64 60 59 80 52 52 93 2316 52 54
internal_value=0 0.00435393 0.00400418 0.00471931 0.00425852 0.00469993 0.00434413 0.00483177 -0.00757435 -0.0129065
internal_weight=0 2899 2839 2674 2593 2513 2461 2368 165 113
internal_count=2963 2899 2839 2674 2593 2513 2461 2368 165 113
is_linear=0
shrinkage=0.16829


Tree=3657
num_leaves=24
num_cat=0
split_feature=1 2 12 4 12 12 2 2 52 4 1 2 39 1 42 41 12 1446 4 1 4 2 12
split_gain=28.9478 5.75909 4.18386 3.80561 2.21824 1.872 1.69346 2.00336 1.10823 1.53407 0.984452 0.83141 0.968504 0.634423 0.789923 0.62435 0.500029 0.860684 0.653824 0.607385 0.305384 0.253209 0.220749
threshold=0.108865 0.11543500000000002 -0.064689999999999984 0.31392000000000003 0.056995000000000011 0.11878500000000002 0.079770000000000021 0.092250000000000013 0.023800000000000005 -0.008454999999999999 0.084675000000000014 0.16730000000000003 0.091910000000000006 0.12257000000000003 0.073240000000000013 0.075585000000000013 0.097145000000000023 0.092380000000000018 -0.025824999999999997 0.090355000000000005 0.41377500000000006 0.10134000000000001 0.106505
decision_type=2 2 2 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 15 -1 10 9 -9 -8 12 20 14 -4 16 17 19 21 -6 -3 -18 -20
right_child=1 11 13 -5 5 -7 7 8 -10 -11 -12 -13 -14 -15 -16 -17 18 -19 22 -21 -22 -23 -24
leaf_value=0.00088303458044824371 0.00049912044259533823 0.00071451477295880967 0.0012153955141903897 0.0006756589299343577 0.0016310115386969242 0.001076581386315211 0.0020975152309443265 0.0013297367003543737 0.0015948796174199086 0.00063012230986845327 0.00149794066035095 4.1078393416663839e-06 4.8960579647470795e-05 0.0010605368029272041 0.0017913633583049795 0.0019016477336257979 0.0016961871948771006 0.0020304577970854192 0.0011535497949356052 0.0014342917845588399 0.00041981874054653644 0.0014377991199954361 0.0014340623542970429
leaf_weight=79 102 77 52 57 1246 76 53 91 62 55 70 64 53 53 53 76 114 54 66 202 78 69 61
leaf_count=79 102 77 52 57 1246 76 53 91 62 55 70 64 53 53 53 76 114 54 66 202 78 69 61
internal_value=0 0.000669416 0.00102064 0.00151934 0.00153958 0.00158576 0.00131831 0.00142209 0.00122411 0.00106642 0.00175658 0.000333555 0.000434754 0.0013571 0.00150646 0.00160623 0.00159382 0.00161896 0.00147191 0.00160359 0.000566443 0.00159895 0.00128856
internal_weight=0 532 260 2431 2374 1964 410 331 208 146 123 272 208 158 105 1888 1812 1502 310 1448 155 183 127
internal_count=2963 532 260 2431 2374 1964 410 331 208 146 123 272 208 158 105 1888 1812 1502 310 1448 155 183 127
is_linear=0
shrinkage=0.0032998


Tree=3658
num_leaves=21
num_cat=0
split_feature=403 3 50 9 151 3 51 390 158 402 402 1 13 3 43 403 402 1 403 0
split_gain=0.412793 0.51071 0.807469 0.747952 0.66766 1.03341 0.845734 0.578171 0.552187 0.411013 1.2872 0.522597 0.709416 0.832633 0.516947 0.397509 0.420758 0.370875 0.257958 0.25274
threshold=-0.53317999999999988 -0.046079999999999989 0.099210000000000007 0.083710000000000021 -0.086654999999999982 0.11500500000000001 -0.16140499999999999 1.0000000180025095e-35 0.08413000000000001 0.088810000000000014 0.079885000000000012 0.10024500000000001 0.10188500000000002 -0.14954999999999999 -0.025079999999999995 -0.072664999999999993 -0.095664999999999986 0.090300000000000005 -0.0043399999999999992 -0.11167499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 3 4 -3 6 -6 9 -8 10 11 15 13 -13 -11 16 -2 -17 -16 -7
right_child=1 2 -4 -5 5 19 8 -9 -10 14 -12 12 -14 -15 18 17 -18 -19 -20 -21
leaf_value=-0.0066148670585647181 0.02060032887775021 0.017602372341484238 -0.01542375883109727 -0.016211776190648376 0.017630696560603683 0.020017643680345292 -0.0080230454712013309 -0.011415508036517521 0.010030594105507152 0.027404968033108199 -0.020326182588950033 0.021899866064974748 0.030944988061551 0.0010958856391829416 0.017601413468212004 0.0049316669563156676 0.0069136859260290444 -0.0041344938227977279 0.002488709244553227 0.0062962344139125565
leaf_weight=94 85 93 76 54 53 86 301 52 57 57 52 89 52 141 52 1014 256 146 84 69
leaf_count=94 85 93 76 54 53 86 301 52 57 57 52 89 52 141 52 1014 256 146 84 69
internal_value=0 0.00471096 0.00106257 0.0028224 0.00438483 0.00220987 -0.00220237 0.00609403 -0.00514356 0.00654388 0.00576522 0.00652717 0.0131785 0.00915393 0.0139378 0.00527635 0.0103306 0.00378903 0.00828031 0.013921
internal_weight=0 2869 789 713 659 566 411 2080 358 2028 1835 1783 282 230 193 1501 341 1160 136 155
internal_count=2963 2869 789 713 659 566 411 2080 358 2028 1835 1783 282 230 193 1501 341 1160 136 155
is_linear=0
shrinkage=0.16829


Tree=3659
num_leaves=20
num_cat=0
split_feature=106 16 3 3 16 15 3 16 1 1 16 151 1 475 51 129 475 2 15
split_gain=0.564179 0.42575 0.60781 0.579154 0.554991 0.426906 0.420447 1.00743 0.639193 0.577469 0.577679 0.485228 0.437315 0.402796 0.441556 0.539329 0.486017 0.588068 0.356508
threshold=0.085275000000000004 -0.011849999999999998 0.12478500000000002 0.097775000000000015 -0.0083599999999999976 -0.21242999999999998 -0.046079999999999989 -0.49057499999999993 0.10378000000000001 0.11366000000000001 -0.019749999999999993 -0.077449999999999977 0.087960000000000024 0.056735000000000001 -0.22681499999999996 0.08482000000000002 -0.086169999999999983 0.097005000000000022 -0.065419999999999992
decision_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 -3 -4 9 -8 12 10 11 -1 -9 14 18 16 -16 -18 -6
right_child=-2 4 5 -5 13 -7 7 8 -10 -11 -12 -13 -14 -15 15 -17 17 -19 -20
leaf_value=-0.0091078343087813343 -0.012002731249733214 -0.011740020355048647 0.0063122792132672039 0.022634657037647075 0.019532347069114601 -0.013307233994365453 0.019249808076282442 -0.0081122954380356566 -0.020139318383909952 0.022083132469585365 0.020122790749768651 0.0060444530415737436 0.01110620499174581 -0.011427913002359576 0.014743685027684429 -0.013787560278995544 0.0050530266674916691 -0.005642868693042557 0.0028262975785670738
leaf_weight=63 64 85 52 60 78 79 57 76 63 68 79 1167 60 56 87 59 419 223 68
leaf_count=63 64 85 52 60 78 79 57 76 63 68 79 1167 60 56 87 59 419 223 68
internal_value=0 0.00396492 0.00553091 0.00638595 0.00130618 -0.00550562 0.00578783 -0.000468373 -0.00612532 0.00695224 0.00616485 0.0052669 0.000353245 0.00242812 0.00326081 0.00168312 0.00293767 0.00133499 0.0117638
internal_weight=0 2899 1824 1693 1075 131 1633 256 199 1377 1309 1230 136 990 934 788 729 642 146
internal_count=2963 2899 1824 1693 1075 131 1633 256 199 1377 1309 1230 136 990 934 788 729 642 146
is_linear=0
shrinkage=0.16829


Tree=3660
num_leaves=14
num_cat=0
split_feature=151 1 151 480 16 457 4 51 51 51 159 51 43
split_gain=1.08917 1.18577 1.0322 0.639241 0.605678 0.626754 0.604926 0.439499 0.874827 0.655145 0.552487 0.460114 0.271064
threshold=-0.086249999999999979 0.092985000000000012 -0.083274999999999988 -0.039079999999999997 0.63563000000000014 0.093880000000000019 -0.0090849999999999976 -0.21463999999999997 -0.094084999999999988 -0.10998999999999999 -0.023859999999999996 -0.42680999999999997 -0.078844999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 -4 5 7 -1 11 9 -9 -10 -5 -3
right_child=2 12 3 4 -6 -7 -8 8 10 -11 -12 -13 -14
leaf_value=-0.0080670802864975626 0.021023384355276689 -0.01360039318445915 -0.013143624672033635 0.0016356618198632167 -0.014528107429710432 -0.011927381551554674 0.013296346077800879 -2.1629546537737697e-05 0.010529528513987235 -0.024985042341167239 0.0028470214832322371 0.01979914306192504 -0.030711303254458922
leaf_weight=87 88 54 72 68 55 74 66 70 311 52 1808 95 52
leaf_count=87 88 54 72 68 55 74 66 70 311 52 1808 95 52
internal_value=0 -0.00833005 0.0030946 0.00248825 0.0029333 0.00332158 0.00113677 0.00379172 0.00317696 -0.0106765 0.00397541 0.0122328 -0.0220114
internal_weight=0 259 2693 2605 2533 2478 153 2404 2241 122 2119 163 106
internal_count=2952 259 2693 2605 2533 2478 153 2404 2241 122 2119 163 106
is_linear=0
shrinkage=0.16829


Tree=3661
num_leaves=18
num_cat=0
split_feature=4 3 9 40 49 3 4 13 11 4 13 151 16 3 51 16 16
split_gain=27.8612 10.6211 7.91641 4.39349 3.36579 1.98194 1.66614 1.56106 2.17852 1.13822 0.963896 0.777773 0.755155 0.535617 0.449335 0.404852 0.873159
threshold=0.31392000000000003 0.28833000000000003 -1.0000000180025095e-35 -0.077194999999999986 -0.0086549999999999978 0.11391500000000002 0.046185000000000004 0.00029500000000000007 1.0000000180025095e-35 0.074650000000000008 0.076825000000000018 -0.063719999999999985 -0.052894999999999991 -0.049739999999999993 0.090170000000000014 -0.50318999999999992 -0.40430999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 8 -5 12 11 -2 -8 -11 -9 -13 -17
right_child=10 -3 3 5 -6 -7 9 14 -10 13 -12 15 -14 -15 -16 16 -18
leaf_value=0.00048978775575690399 0.0004830149087440134 0.00046139368705287867 0.00066519852258299021 0.001898112141197139 0.0017868682350308781 0.0012286360070731075 0.0017082377871645593 0.0017410000086923699 0.0025264072973769408 0.0016675675667315783 0.00030876915320064685 0.0011013231507763825 0.0012265580416175399 0.0020408521019803184 0.0014291192439192363 0.00051397395866162646 0.0010218752536248906
leaf_weight=52 66 70 65 1484 53 60 58 365 63 125 52 70 94 65 60 67 83
leaf_count=52 66 70 65 1484 53 60 58 365 63 125 52 70 94 65 60 67 83
internal_value=0 0.00173011 0.001765 0.0017916 0.0011693 0.00182251 0.0018379 0.00187489 0.00192372 0.00162451 0.000723137 0.000798354 0.00141059 0.00179546 0.00169705 0.000892795 0.000795248
internal_weight=0 2614 2544 2492 118 2374 2314 1972 1547 342 338 286 152 190 425 220 150
internal_count=2952 2614 2544 2492 118 2374 2314 1972 1547 342 338 286 152 190 425 220 150
is_linear=0
shrinkage=0.0032998


Tree=3662
num_leaves=19
num_cat=0
split_feature=0 14 11 13 11 52 10 0 13 0 133 1 0 133 52 13 0 1
split_gain=0.764341 1.18352 0.75122 0.601863 0.531618 0.547074 1.18506 0.690682 0.647144 0.573811 0.510868 0.622313 0.505734 0.446898 0.612433 0.394158 0.381596 0.181223
threshold=-0.13409999999999997 1.0000000180025095e-35 0.093845000000000026 -0.017354999999999999 0.08184000000000001 -0.049669999999999999 0.031045 -0.11262999999999999 -0.14022999999999999 1.0000000180025095e-35 -0.095314999999999983 0.13300500000000001 -0.15651999999999996 0.089400000000000021 -0.53082999999999991 -0.06809999999999998 -0.23066499999999998 0.10174000000000001
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 12 5 10 7 -7 -9 -10 -2 13 -1 14 -12 -15 -5 -18
right_child=2 -3 -4 16 -6 6 -8 8 9 -11 11 -13 -14 15 -16 -17 17 -19
leaf_value=-0.0058437873703912372 0.015382501239372603 0.013793070121500947 -0.014173520521013068 -0.011697644724766174 0.019483269176108632 0.023504552469385587 0.029840191838014174 -0.013785085388192238 0.0057600546302738684 -0.0076582737922526534 0.015425075949554617 -0.017121805541713348 -0.028238516011086706 0.00081593086062538506 -0.00019839592151547959 -0.019582673878530011 0.010185676414882643 -0.0031645088544551342
leaf_weight=52 57 85 62 82 66 55 56 54 1482 96 88 63 64 54 368 53 56 59
leaf_count=52 57 85 62 82 66 55 56 54 1482 96 88 63 64 54 368 53 56 59
internal_value=0 -0.00380915 0.00411764 -0.00859505 0.00457344 0.00416707 0.00574906 0.00494829 0.00432183 0.00494259 0.000127244 -0.00125894 -0.018215 0.000512929 0.00281272 -0.00927126 -0.0029214 0.00332083
internal_weight=0 398 2554 313 2492 2426 1743 1687 1632 1578 683 626 116 563 456 107 197 115
internal_count=2952 398 2554 313 2492 2426 1743 1687 1632 1578 683 626 116 563 456 107 197 115
is_linear=0
shrinkage=0.16829


Tree=3663
num_leaves=14
num_cat=0
split_feature=0 1 3 15 11 9 1 48 0 15 1208 456 3
split_gain=0.528902 0.837908 0.980818 0.667479 0.575358 0.953107 0.57156 1.38858 0.551165 0.575163 0.480064 0.506472 0.457851
threshold=-0.13409999999999997 0.095640000000000017 0.10766000000000002 0.13954000000000003 0.093845000000000026 0.088665000000000008 0.079805000000000015 0.083540000000000017 -0.11471499999999998 0.11743500000000003 0.098525000000000015 0.086210000000000023 0.13772500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 5 8 -1 -8 -2 10 11 -10 -4
right_child=3 2 12 -5 -6 -7 7 -9 9 -11 -12 -13 -14
leaf_value=-0.0066518856704191288 0.020626598944777925 -0.0232082313721492 0.010554853798788635 -0.012000218401621677 -0.01236631393988032 0.026852712493447842 0.031859511820748712 -0.0062887789291262933 0.0018889973321591653 0.018229489876268767 0.018476023705306946 0.012497795291135299 -0.0095350217124574987
leaf_weight=67 54 93 58 77 60 52 55 53 2048 72 55 136 72
leaf_count=67 54 93 58 77 60 52 55 53 2048 72 55 136 72
internal_value=0 -0.00316887 -0.0100121 0.00342468 0.00390491 0.00430957 0.00554113 0.013122 0.00381315 0.0034195 0.00294245 0.00255044 -0.000558027
internal_weight=0 398 223 2554 2477 2417 175 108 2365 2311 2239 2184 130
internal_count=2952 398 223 2554 2477 2417 175 108 2365 2311 2239 2184 130
is_linear=0
shrinkage=0.16829


Tree=3664
num_leaves=15
num_cat=0
split_feature=151 43 151 47 479 14 0 49 15 0 0 457 4 0
split_gain=0.624708 0.767349 0.640715 0.63208 0.61731 0.587898 0.581781 0.535786 0.650395 0.788843 0.548792 0.464102 0.206878 0.0822448
threshold=-0.085989999999999983 -0.085204999999999989 -0.081894999999999982 0.10664500000000002 0.084925000000000014 0.078785000000000008 -0.06612999999999998 -0.18178499999999997 0.025430000000000005 -0.099244999999999986 -0.12851999999999997 0.083585000000000007 -0.014454999999999997 -0.085264999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 12 4 5 7 -5 -4 10 -10 -9 -3 -2 -1
right_child=2 11 3 6 -6 -7 -8 8 9 -11 -12 -13 -14 -15
leaf_value=0.00059784792585339502 0.021716955231323658 -0.02220479316543619 -0.014215538291684307 0.020113336393452527 0.017098848618941929 -0.014998332035275215 -0.0010481237486423991 -0.0092001318689387181 0.025497211174989581 0.0041744627310074823 0.00093150581826862235 -0.0038072354976045361 0.0075409311372069809 0.0099246772609233157
leaf_weight=55 62 80 59 103 71 62 57 176 52 907 1083 76 56 53
leaf_count=55 62 80 59 103 71 62 57 176 52 907 1083 76 56 53
internal_value=0 -0.00570094 0.00287625 0.00231869 0.0016378 0.00116771 0.0125633 0.00160868 0.00203043 0.00533252 -0.000483404 -0.0132534 0.0150046 0.00519154
internal_weight=0 264 2688 2570 2410 2339 160 2277 2218 959 1259 156 118 108
internal_count=2952 264 2688 2570 2410 2339 160 2277 2218 959 1259 156 118 108
is_linear=0
shrinkage=0.16829


Tree=3665
num_leaves=11
num_cat=0
split_feature=9 34 2 400 400 42 51 50 4 12
split_gain=1.53413 0.449236 0.426147 0.397241 0.366468 0.307443 0.473725 0.489554 0.257876 0.135316
threshold=0.093040000000000012 -0.082914999999999989 0.17553000000000005 -0.082794999999999994 1.0000000180025095e-35 0.12650500000000003 0.13474500000000003 0.10861000000000003 -0.016029999999999996 0.088055000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 6 7 -5 -8 -3
right_child=-2 2 -4 4 -6 -7 8 -9 -10 -11
leaf_value=0.015146505671383237 -0.026146969950199796 -0.013200558988313526 -0.011255018122791784 0.0035497518885916012 0.015055547057884564 -0.007876359313609603 0.022847076900764873 -0.0055753542260977831 0.0061072197612161315 -0.0012902348053717924
leaf_weight=84 52 52 61 2200 74 71 52 180 53 57
leaf_count=84 52 52 61 2200 74 71 52 180 53 57
internal_value=0 0.00301543 0.00265085 0.00296121 0.00337426 0.00303537 0.00334785 0.00285886 0.0144145 -0.00698871
internal_weight=0 2884 2800 2739 2630 2556 2485 2380 105 109
internal_count=2936 2884 2800 2739 2630 2556 2485 2380 105 109
is_linear=0
shrinkage=0.16829


Tree=3666
num_leaves=12
num_cat=0
split_feature=4 43 4 40 15 4 48 43 15 479 1
split_gain=0.85051 0.501122 2.2001 0.495005 0.460099 0.36581 0.40086 0.41957 0.337238 0.461332 0.313576
threshold=0.62720500000000012 -0.22491499999999998 -0.032764999999999996 -0.087539999999999993 -0.46772999999999992 0.41377500000000006 0.10697500000000001 -0.0025899999999999994 0.12961500000000001 1.0000000180025095e-35 0.12963000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 8 -8 9 -6 -7
right_child=-2 3 -4 4 5 10 7 -9 -10 -11 -12
leaf_value=-0.024029093946314799 -0.019043786931413585 0.019132246817448312 0.014384262383753935 0.017032792659638821 0.0024154407149101472 0.0010758546670768612 3.4457364954077395e-05 0.019486961638927724 0.013983307840549195 -0.010438218564095202 -0.015715149383553798
leaf_weight=92 53 53 78 62 2189 70 52 80 68 82 57
leaf_count=92 53 53 78 62 2189 70 52 80 68 82 57
internal_value=0 0.00246658 -0.00639357 0.00302243 0.00270077 0.00235805 0.00281128 0.0118375 0.00230112 0.00195054 -0.00644612
internal_weight=0 2883 170 2713 2660 2598 2471 132 2339 2271 127
internal_count=2936 2883 170 2713 2660 2598 2471 132 2339 2271 127
is_linear=0
shrinkage=0.16829


Tree=3667
num_leaves=9
num_cat=0
split_feature=9 33 9 1374 1375 457 43 0
split_gain=1.00372 1.05902 0.638291 0.418058 0.451097 0.353542 0.409664 0.514798
threshold=0.093040000000000012 0.080895000000000009 -1.0000000180025095e-35 0.085820000000000021 -0.093609999999999985 0.094845000000000013 -0.50589999999999991 -0.05937499999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -6 -8
right_child=-2 -3 3 -5 5 -7 7 -9
leaf_value=-0.013930247962440313 -0.021441506363873555 0.025948009982958039 -0.013616898675887336 0.013811072594614724 -0.013011201412803704 0.015174311077652138 0.0010068798962752801 0.0075079033120298965
leaf_weight=72 52 52 53 84 52 57 2101 413
leaf_count=72 52 52 53 84 52 57 2101 413
internal_value=0 0.00214671 0.00170905 0.00211768 0.00174995 0.00206114 0.00176915 0.00207558
internal_weight=0 2884 2832 2760 2676 2623 2566 2514
internal_count=2936 2884 2832 2760 2676 2623 2566 2514
is_linear=0
shrinkage=0.16829


Tree=3668
num_leaves=29
num_cat=0
split_feature=4 3 3 123 3 2 2 11 14 4 0 42 16 4 0 16 3 4 0 15 0 42 3 11 16 42 15 15
split_gain=62.1951 24.5638 9.85434 5.13459 3.08991 2.60916 2.38606 2.30038 1.92115 1.44787 1.43573 1.40924 1.21042 3.39312 1.04681 1.03886 3.7792 0.9215 0.758313 0.752899 0.608074 0.695014 0.553783 0.44886 0.425434 0.288463 0.341462 0.239529
threshold=0.31392000000000003 -0.064349999999999991 0.28833000000000003 0.081180000000000016 0.31395500000000004 0.097110000000000016 0.10859000000000001 1.0000000180025095e-35 -0.41608999999999996 0.024470000000000002 -0.075914999999999996 0.086700000000000013 0.0030150000000000008 -0.000195 -0.079249999999999987 0.31497000000000003 -0.10175499999999998 0.018150000000000003 -0.06612999999999998 -0.071844999999999978 -0.084324999999999997 0.085965000000000014 -0.073614999999999986 0.08326500000000002 0.022165000000000004 0.109255 0.091600000000000015 -0.18498499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 6 8 7 12 9 -2 14 -8 27 13 -3 22 16 -7 -15 -5 -11 -18 -22 24 -17 -1 26 -16 -10
right_child=4 2 -4 18 -6 15 10 -9 11 19 -12 -13 -14 17 25 23 20 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0021227824652351782 0.00095430322815083068 0.00095072146344409611 7.8747178261499295e-05 0.0010221071153361299 -0.00038674194151968775 0.00086269768090859551 0.00074531752431757016 0.002543532460717206 0.00067968852767174149 0.0019002586086323933 0.0014646891695053582 -3.9932385386462512e-05 0.0020069898577488939 0.0021568197132825107 0.0018291634582941411 0.0017772013698688271 0.0015550428846967264 0.0016158858396805892 0.00052098330313410358 0.0014124590813410891 0.0022572532890339824 0.0017332750331499741 0.0017607426542508248 0.0021739660626392807 0.0018677773527267885 0.0017004623146237741 0.0020798866728679723 0.00036513558159868256
leaf_weight=907 56 67 72 81 66 59 52 90 52 77 73 91 100 62 156 71 58 79 56 64 52 61 56 58 80 84 101 55
leaf_count=907 56 67 72 81 66 59 52 90 52 77 73 91 100 62 156 71 58 79 56 64 52 61 56 58 80 84 101 55
internal_value=0 0.00179039 0.00122955 0.00137485 0.000249089 0.00197277 0.00155111 0.00202945 0.000414443 0.00199909 0.00116571 0.000261578 0.00170741 0.0015632 0.00203166 0.00171768 0.00158393 0.00185399 0.000817525 0.0016791 0.00183257 0.00197471 0.00208385 0.00195586 0.00210215 0.00187193 0.00192783 0.000518332
internal_weight=0 2616 642 570 320 1974 433 1615 254 1525 125 198 308 208 1384 359 230 141 137 141 171 113 1043 129 987 341 257 107
internal_count=2936 2616 642 570 320 1974 433 1615 254 1525 125 198 308 208 1384 359 230 141 137 141 171 113 1043 129 987 341 257 107
is_linear=0
shrinkage=0.0032998


Tree=3669
num_leaves=9
num_cat=0
split_feature=9 2 10 2 448 1374 52 132
split_gain=0.767264 0.376089 0.400045 0.541242 0.445741 0.420182 0.424086 0.344772
threshold=0.093040000000000012 0.17553000000000005 -0.0088449999999999987 -0.0098549999999999974 -0.081394999999999981 0.085820000000000021 0.52055000000000007 -0.4084299999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6
right_child=-2 -3 3 4 5 -7 -8 -9
leaf_value=0.014647478001293644 -0.017496471240358663 -0.009941575258256858 -0.010762338945991825 -0.011964212441732555 0.01645740593604058 0.015855856015944358 0.016601325593407611 0.0027278496247848728
leaf_weight=87 52 61 78 52 53 79 67 2407
leaf_count=87 52 61 78 52 53 79 67 2407
internal_value=0 0.00312454 0.00340751 0.00304944 0.00345543 0.0037638 0.00338506 0.00302438
internal_weight=0 2884 2823 2736 2658 2606 2527 2460
internal_count=2936 2884 2823 2736 2658 2606 2527 2460
is_linear=0
shrinkage=0.16829


Tree=3670
num_leaves=17
num_cat=0
split_feature=2 4 401 0 2 4 2 3 3 13 3 4 403 132 457 1212
split_gain=0.683863 0.675235 0.845189 0.659417 0.668647 0.6274 0.557138 0.671457 0.510833 0.455069 0.518908 0.447912 0.420087 0.357559 0.334275 0.325376
threshold=-0.15154999999999999 -0.082619999999999985 0.079655000000000017 -0.16423499999999996 0.092250000000000013 0.40441500000000002 0.15616000000000005 0.10766000000000002 -0.16100499999999998 -0.085684999999999997 0.08796000000000001 -0.14088999999999999 -0.53317999999999988 -0.004559999999999999 0.091935000000000017 -0.074449999999999988
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 -6 7 12 -2 -10 11 -11 -5 -13 15 -14
right_child=1 3 -4 6 5 -7 -8 -9 9 10 -12 13 14 -15 -16 -17
leaf_value=0.020066575097280822 0.020911488193267661 0.0067068511447442684 -0.011879130614414677 -0.01213194247042213 -0.028833370938461545 -0.0053269074234659156 0.015609258191207212 -0.012755575693304747 -0.0061265955720123449 -0.0035344102661539088 0.021698722759982175 0.00047571334072109679 0.010051686485382906 0.013987071225961944 0.01436356305831676 0.0013332132634803306
leaf_weight=63 88 57 60 58 55 78 80 92 65 96 75 80 131 183 64 1643
leaf_count=63 88 57 60 58 55 78 80 92 65 96 75 80 131 183 64 1643
internal_value=0 0.00233937 0.00713296 0.000965031 -0.00852128 -0.0150611 0.00183747 0.00128237 0.00907934 0.0069891 0.00895758 0.00629077 0.00196448 0.00988398 0.00241028 0.00197804
internal_weight=0 2905 647 2258 190 133 2068 1988 587 499 434 359 1896 263 1838 1774
internal_count=2968 2905 647 2258 190 133 2068 1988 587 499 434 359 1896 263 1838 1774
is_linear=0
shrinkage=0.16829


Tree=3671
num_leaves=19
num_cat=0
split_feature=4 4 42 43 0 1375 39 49 0 403 13 159 15 132 43 43 43 43
split_gain=0.615368 0.540751 0.681459 0.620873 0.557427 0.5148 0.457616 0.391837 0.582725 0.36131 0.496302 0.346099 0.301438 0.500856 0.361677 0.336417 0.429384 0.254134
threshold=0.6224900000000001 -0.082619999999999985 -0.22491999999999998 0.05259500000000001 -0.16423499999999996 -0.095554999999999987 0.10940500000000002 -0.046739999999999997 -0.23089999999999997 0.085405000000000023 -0.017354999999999999 0.086265000000000022 0.087825000000000014 1.0000000180025095e-35 -0.031974999999999996 -0.09884999999999998 -0.023029999999999998 0.0055950000000000001
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 7 -6 9 -4 -9 10 -7 12 13 15 -14 -1 -17 -11
right_child=-2 2 4 -5 5 6 -8 8 -10 17 -12 -13 14 -15 -16 16 -18 -19
leaf_value=-0.012263204070718285 0.018456734833359724 0.018503100087200304 0.0017888445887439474 0.02362190463104185 0.017333171255729422 0.00094222411056126129 0.014870425637842655 -0.0028224299540834342 -0.027032564989807387 0.010354656844851958 -0.0056492846419684706 0.015152763080415542 0.0017971731607030678 0.016115442709599873 0.020350449774410619 0.013722368645980004 -0.002290368507793994 -0.0025070733817630021
leaf_weight=66 65 59 62 53 53 1253 61 57 56 150 436 77 64 53 56 60 226 61
leaf_count=66 65 59 62 53 53 1253 61 57 56 150 436 77 64 53 56 60 226 61
internal_value=0 0.00189605 0.000655349 0.00615149 0.000173479 0.000965907 0.000522632 -0.00893597 -0.0148363 6.10469e-05 -0.00075825 0.00461041 0.00306078 0.000860912 0.0104703 -0.00143083 0.00106267 0.00662782
internal_weight=0 2903 2248 655 2189 2014 1961 175 113 1900 1689 602 525 405 120 352 286 211
internal_count=2968 2903 2248 655 2189 2014 1961 175 113 1900 1689 602 525 405 120 352 286 211
is_linear=0
shrinkage=0.16829


Tree=3672
num_leaves=13
num_cat=0
split_feature=2 3 13 3 9 2 0 52 1 1 43 132
split_gain=0.462695 0.442571 0.470139 0.44796 0.414986 0.533535 0.491409 0.560647 0.50761 1.10685 0.396594 0.348344
threshold=-0.14847999999999997 -0.16100499999999998 0.098240000000000008 -0.15041499999999997 -0.080769999999999981 -0.0098549999999999974 -0.084914999999999977 -0.14917 0.092485000000000026 0.090300000000000005 -0.088689999999999977 -0.085079999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 -6 7 -7 9 -8 -10 -9
right_child=1 3 -4 4 5 6 8 11 10 -11 -12 -13
leaf_value=0.015502504760797104 0.020392137212579414 -0.013936652248727257 0.00039041616329159946 0.014288216720756143 -0.013119725563163473 -0.01492464870095582 0.0030673061896228479 0.011079864134823713 0.022536012205653735 -0.020325284160529658 0.0066944258458857819 -0.0008708510854086892
leaf_weight=69 71 55 63 69 73 77 938 74 52 61 328 1038
leaf_count=69 71 55 63 69 73 77 938 74 52 61 328 1038
internal_value=0 0.00155487 0.0110018 0.0010964 0.00140216 0.00106481 0.00146873 -0.0010372 0.0036307 0.00163713 0.00886695 -7.3954e-05
internal_weight=0 2899 134 2765 2710 2641 2568 1189 1379 999 380 1112
internal_count=2968 2899 134 2765 2710 2641 2568 1189 1379 999 380 1112
is_linear=0
shrinkage=0.16829


Tree=3673
num_leaves=21
num_cat=0
split_feature=10 0 10 39 0 51 42 3 160 160 133 16 16 16 1456 0 402 160 52 0
split_gain=0.388209 0.357017 0.465179 0.48697 0.489198 0.579565 0.484052 0.506928 0.416676 0.43889 0.381547 0.319869 0.696144 0.491607 0.479617 0.306286 0.303401 0.36757 0.248964 0.221871
threshold=-0.16262499999999996 -0.084914999999999977 0.031045 0.098380000000000009 0.12469500000000001 0.13548500000000005 -0.12317999999999998 -0.18945499999999996 0.11215500000000002 0.051580000000000008 -0.010344999999999998 -0.0098949999999999975 -0.0030649999999999996 -0.017744999999999997 -0.065829999999999986 -0.11656999999999999 0.094120000000000009 -0.081399999999999986 -0.077644999999999978 -0.094949999999999993
decision_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 -3 -8 9 10 16 13 -13 14 -12 -14 17 -2 -11 -19
right_child=1 2 -4 -5 -6 -7 7 -9 -10 18 11 12 15 -15 -16 -17 -18 19 -20 -21
leaf_value=0.014428773289037326 0.017408323775563905 0.015677725268518922 0.018030662750080972 -0.012195885847773537 0.015826460005424869 0.017333187634453105 -0.014866653236530037 0.001508852664511597 -0.015554545591176191 0.0014087649815239039 -0.017666081376986352 -0.024589230597291085 0.0073347040037691005 0.013483965481405165 -0.0013780897588687516 -0.0097603831934734188 -0.0066334738954342146 0.008598006863334437 0.013990207380847977 -0.0024822010250033955
leaf_weight=65 60 65 56 62 80 69 56 1213 52 92 58 60 52 55 440 69 70 92 87 115
leaf_count=65 60 65 56 62 80 69 56 1213 52 92 58 60 52 55 440 69 70 92 87 115
internal_value=0 0.00127492 0.00295817 0.00241069 0.00302256 0.00229119 0.00151181 0.000784798 -0.000793512 -0.000178015 -0.0014686 -0.00362205 -0.00976473 -0.00160827 -0.00327869 -0.00239889 0.00321639 0.00580548 0.0075338 0.00243366
internal_weight=0 2903 1601 1545 1483 1403 1334 1269 1302 1250 1071 734 181 553 498 121 337 267 179 207
internal_count=2968 2903 1601 1545 1483 1403 1334 1269 1302 1250 1071 734 181 553 498 121 337 267 179 207
is_linear=0
shrinkage=0.16829


Tree=3674
num_leaves=27
num_cat=0
split_feature=3 2 2 16 3 2 14 3 2 124 3 52 16 16 2 51 16 3 2 150 394 16 130 394 16 3
split_gain=40.6867 14.436 7.71515 5.1289 3.37052 3.36976 2.98027 2.53681 2.29989 2.23876 2.01865 1.98748 1.64317 0.88168 0.877145 1.1242 0.970117 1.11534 0.692102 0.650647 0.543617 0.500636 0.391583 0.386504 0.371963 0.32865
threshold=-0.057749999999999989 0.10869000000000002 0.078775000000000012 -0.39761999999999992 0.0025650000000000004 0.14870000000000003 0.073890000000000011 0.0012800000000000001 0.12336000000000001 -0.0031349999999999993 -0.14539499999999997 0.047800000000000009 -0.0037499999999999994 -0.084794999999999995 0.092155000000000015 -0.10328999999999998 0.31625000000000009 -0.10175499999999998 0.091105000000000005 1.0000000180025095e-35 -0.014749999999999997 0.51797000000000015 0.006490000000000001 -0.091214999999999977 -0.0020399999999999997 -0.080504999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 10 9 11 8 -4 14 -2 -1 19 18 -7 15 -5 17 -16 -9 24 23 -18 -22 -17 -3 -19
right_child=1 5 7 6 -6 13 -8 12 -10 -11 -12 -13 -14 -15 16 20 21 25 -20 -21 22 -23 -24 -25 -26 -27
leaf_value=0.00067043767481918704 0.0006517498418800214 0.00030226076212568959 0.00107492831780899 0.0013816449057055405 0.00014083347387531704 0.00011219634188069175 0.0025057711949088733 0.001713974249758163 0.0010370134846638417 0.0015464939320056731 0.0014167958444234821 0.00099978531584904548 0.0020872156275493058 -0.00047680467087838496 0.0010909867541566611 0.0018039043605414587 0.0020899491540979677 0.0017463314918280939 0.0011960885956310661 4.6889728295739754e-05 0.0017434142072008621 0.0016614935437990752 0.0019255253588507993 0.0021803074275742284 0.00067803573764816988 0.0015110394205876132
leaf_weight=66 74 61 92 79 76 59 52 63 55 52 99 70 85 52 58 59 55 103 52 56 1022 68 152 64 55 189
leaf_count=66 74 61 92 79 76 59 52 63 55 52 99 70 85 52 58 59 55 103 52 56 1022 68 152 64 55 189
internal_value=0 0.00082214 0.00118633 0.00167776 0.000690203 0.000312386 0.00172493 0.00152942 0.00170358 0.00102129 0.00111847 0.00053077 0.0017383 -0.000163415 0.00172339 0.00176578 0.00160001 0.00151088 0.00148011 0.000339687 0.00178915 0.00185337 0.00176702 0.00200004 0.000480734 0.00159416
internal_weight=0 847 494 2121 202 353 1956 292 1904 126 165 242 200 111 1849 1376 473 350 115 172 1297 123 1174 123 116 292
internal_count=2968 847 494 2121 202 353 1956 292 1904 126 165 242 200 111 1849 1376 473 350 115 172 1297 123 1174 123 116 292
is_linear=0
shrinkage=0.0032998


Tree=3675
num_leaves=12
num_cat=0
split_feature=14 14 3 3 12 40 9 12 12 1 1
split_gain=0.566423 1.04742 0.414364 0.798519 0.983267 0.695352 0.488294 0.445604 0.997889 0.291415 0.105428
threshold=-0.31108499999999994 -1.0000000180025095e-35 -0.18945499999999996 -0.14326499999999995 0.089535000000000017 0.087550000000000017 -1.0000000180025095e-35 -0.083979999999999985 0.082425000000000012 0.10877000000000002 0.10378000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 10 4 -4 6 -5 9 -9 -8 -3
right_child=1 2 3 5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.0096307627555036641 0.02689319298927334 -0.011007731528588178 0.0047028237097746948 -0.010619716431646572 0.035106435243317392 0.022899735803249506 0.00095244720266358875 0.011832248193815998 0.0025756361764238999 -0.014577873710790158 -0.00095100169111128608
leaf_weight=85 57 58 72 70 52 52 81 400 1886 59 61
leaf_count=85 57 58 72 70 52 52 81 400 1886 59 61
internal_value=0 0.00430449 0.00384252 0.00427565 0.0174672 0.00363297 0.00323086 0.00363124 0.00419613 -0.00557964 -0.0058677
internal_weight=0 2848 2791 2672 124 2548 2496 2426 2286 140 119
internal_count=2933 2848 2791 2672 124 2548 2496 2426 2286 140 119
is_linear=0
shrinkage=0.16829


Tree=3676
num_leaves=21
num_cat=0
split_feature=4 40 1 4 49 1 16 15 1 160 0 475 0 1 15 15 457 475 4 49
split_gain=18.0221 5.48629 2.45239 2.14212 1.79925 2.01302 1.95696 1.52223 1.51028 1.26684 1.60686 0.944483 0.685013 0.654656 0.648025 0.607007 0.601483 0.70271 0.578021 0.278036
threshold=0.31392000000000003 -0.034699999999999988 0.10557500000000002 -0.50810499999999992 -0.014479999999999998 0.088860000000000008 -0.0048749999999999991 -0.076594999999999983 0.13130500000000003 -0.081494999999999998 -0.090729999999999991 -0.0052149999999999992 -0.105195 0.084815000000000015 -0.22805999999999996 -0.41725999999999991 0.041025000000000006 -0.08230999999999998 -0.057674999999999997 -0.088694999999999982
decision_type=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 5 19 14 -7 12 18 -11 -12 -2 -1 -6 -10 17 -16 -8 -5
right_child=8 3 -4 4 6 7 9 -9 15 10 11 -13 -14 -15 16 -17 -18 -19 -20 -21
leaf_value=0.0015171725488720119 0.0010249661427309043 0.0021415411291146533 0.00053660516325576286 0.0013380357052355371 0.0019189909353376419 0.00054962874502157994 0.0012879143941568255 0.0012682706485756547 0.00053999289912870171 0.0019904723959403357 0.0016123726421457944 0.0012888162137894355 0.00059401361629476935 0.0010161131885912604 0.0012126144489499617 9.6419357177771178e-05 0.0019020199981691036 0.001580863625819801 0.00081900983639639441 0.0016309962916496036
leaf_weight=57 96 57 90 64 65 59 60 71 96 53 140 340 70 58 60 52 61 1243 56 85
leaf_count=57 96 57 90 64 65 59 60 71 96 53 140 340 70 58 60 52 61 1243 56 85
internal_value=0 0.00146398 0.00094526 0.00150802 0.00149269 0.00124319 0.00152617 0.000942389 0.000627186 0.00137551 0.00144371 0.00138326 0.000843451 0.00126477 0.00159457 0.000384381 0.00157908 0.00156393 0.00106185 0.0015054
internal_weight=0 2619 205 2414 2357 279 2078 130 314 649 533 480 166 115 1429 148 1364 1303 116 149
internal_count=2933 2619 205 2414 2357 279 2078 130 314 649 533 480 166 115 1429 148 1364 1303 116 149
is_linear=0
shrinkage=0.0032998


Tree=3677
num_leaves=12
num_cat=0
split_feature=43 0 12 3 1429 160 51 1447 475 1427 155
split_gain=0.633313 0.5044 0.934439 0.776319 0.480599 0.786421 0.449098 0.502104 0.442272 0.434262 0.2306
threshold=-0.50775499999999985 0.098975000000000021 -0.22686499999999998 -0.059315 0.084710000000000021 -0.065814999999999999 -0.44986999999999994 -0.085804999999999979 0.037885000000000009 0.080285000000000009 0.081835000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 6 -6 -4 -8 9 -9 -3
right_child=1 3 4 -5 5 -7 7 8 -10 -11 -12
leaf_value=0.022055430416737881 0.026043490455953017 0.01065288277259172 -0.0099843020514852852 -0.021845641438580143 -0.015669872300811689 0.0080977758989775068 -0.0079474898210979261 0.0054832538633043633 0.020650454081786205 -0.0084599438355043282 -0.0047452857642589852
leaf_weight=56 56 55 58 53 87 72 82 2241 53 65 55
leaf_count=56 56 55 58 53 87 72 82 2241 53 65 55
internal_value=0 0.00397757 0.00452401 -0.00510982 0.00406995 -0.00489586 0.00464113 0.00498937 0.00543983 0.00508945 0.00293747
internal_weight=0 2877 2714 163 2658 159 2499 2441 2359 2306 110
internal_count=2933 2877 2714 163 2658 159 2499 2441 2359 2306 110
is_linear=0
shrinkage=0.16829


Tree=3678
num_leaves=19
num_cat=0
split_feature=4 50 51 0 150 39 40 403 51 50 0 1375 1427 3 403 4 3 0
split_gain=0.613207 0.815281 0.569875 0.499732 0.557358 0.504647 0.722029 0.472171 0.454717 1.06658 0.603659 0.568582 0.387317 0.356333 0.334024 0.446667 0.374364 0.313725
threshold=0.046185000000000004 -0.041284999999999995 -0.22681499999999996 -0.17127999999999996 0.099355000000000013 0.10616500000000001 -0.0068699999999999985 -0.06166 0.10532000000000001 0.09696500000000001 -0.22984499999999997 -0.012944999999999998 0.080285000000000009 -0.082394999999999982 0.085340000000000013 -0.069389999999999993 -0.085324999999999984 -0.087809999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 -5 -8 10 -10 -4 -12 14 -9 16 -16 -13 -11
right_child=1 3 8 4 -6 -7 7 13 9 17 11 12 -14 -15 15 -17 -18 -19
leaf_value=0.019394603298555364 -0.016284994813419173 0.012149029007851133 -0.014208749391013823 -0.013411419405758625 -0.015847377056913716 0.016719057549226007 -0.010906085726022152 0.016410470355066979 0.030663040089752843 0.014447847201344132 0.019396160947090922 -0.00023608998449905895 -0.010702321191266219 0.0023596360381235785 0.005829652435351061 0.023681147543077902 0.0051590136072338826 -0.0019579768569438862
leaf_weight=75 84 102 52 97 61 53 55 71 61 52 67 576 52 184 160 53 988 90
leaf_count=75 84 102 52 97 61 53 55 71 61 52 67 576 52 184 160 53 988 90
internal_value=0 -0.00071987 0.00496713 0.00137592 -0.000729768 0.00127105 -0.00073619 0.00322413 0.00446325 0.0120469 0.00367204 0.00416339 0.0036044 0.00627887 0.00402406 0.01028 0.00317092 0.00403714
internal_weight=0 707 2226 623 521 460 407 310 2151 203 1948 1896 1829 255 1777 213 1564 142
internal_count=2933 707 2226 623 521 460 407 310 2151 203 1948 1896 1829 255 1777 213 1564 142
is_linear=0
shrinkage=0.16829


Tree=3679
num_leaves=10
num_cat=0
split_feature=2 1456 1213 1212 481 1447 160 3 4
split_gain=0.447461 0.290289 0.282289 0.378004 0.311635 0.398189 0.431612 0.334625 0.293852
threshold=0.16730000000000003 -0.24153499999999997 0.15253500000000003 0.11473500000000002 -0.084709999999999994 -0.085804999999999979 -0.53239499999999984 -0.15624499999999999 -0.050244999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -6 -7 -8 -3
right_child=-2 2 -4 -5 5 6 7 -9 -10
leaf_value=0.015793140066661365 -0.0099233886656120603 0.019970402071416413 0.013653639735519762 -0.011243492485117204 -0.0097043340165924238 0.016718403441329285 -0.0045777797433919978 0.0032456708127926773 0.0029079055892577621
leaf_weight=52 74 59 70 53 71 64 166 2268 56
leaf_count=52 74 59 70 53 71 64 166 2268 56
internal_value=0 0.00332565 0.00309404 0.00282332 0.00310176 0.00271718 0.00307096 0.00271137 0.0116773
internal_weight=0 2859 2807 2737 2684 2569 2498 2434 115
internal_count=2933 2859 2807 2737 2684 2569 2498 2434 115
is_linear=0
shrinkage=0.16829


Tree=3680
num_leaves=14
num_cat=0
split_feature=2 1 3 130 4 40 4 123 4 2 130 4 52
split_gain=0.539127 0.670981 0.530484 0.481329 0.481168 0.643734 0.636587 0.594091 0.584049 0.522365 0.384575 0.376407 0.281787
threshold=0.14870000000000003 0.14078500000000002 0.040040000000000006 -0.11198999999999999 -0.5109999999999999 -0.065744999999999984 -0.0088849999999999988 0.087505000000000013 0.41377500000000006 0.11523000000000001 0.10378500000000002 -0.10023999999999998 0.091360000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -5 6 -6 -8 10 -10 11 -7 -12
right_child=2 -3 -4 4 5 8 7 -9 9 -11 12 -13 -14
leaf_value=0.01734779694767672 0.0013953510556925569 0.01975345763496697 -0.020334052451561564 -0.012517828495967576 0.024758953538570157 -0.0043344125391019993 -0.0065741163635110638 0.016114422791880276 0.002053241383451795 -0.020065193281653931 -0.01654801920789465 0.002630721368800589 0.00046659177614723121
leaf_weight=53 64 58 63 71 63 247 69 62 53 70 57 1980 53
leaf_count=53 64 58 63 71 63 247 69 62 53 70 57 1980 53
internal_value=0 0.00183619 -0.00936966 0.00146146 0.00115182 0.00151819 0.010852 0.00415026 0.000781375 -0.0105199 0.00137695 0.0018574 -0.00833374
internal_weight=0 2836 127 2778 2725 2654 194 131 2460 123 2337 2227 110
internal_count=2963 2836 127 2778 2725 2654 194 131 2460 123 2337 2227 110
is_linear=0
shrinkage=0.16829


Tree=3681
num_leaves=14
num_cat=0
split_feature=0 3 40 1 1 13 1 3 447 0 1374 1 2
split_gain=0.790397 1.18639 0.414615 0.669886 0.398202 0.491508 0.557249 0.475037 0.430455 0.424922 0.547565 0.283821 0.169026
threshold=0.10446500000000002 -0.18945499999999996 -0.099079999999999988 0.14720000000000003 0.11690500000000002 -0.11760499999999999 0.079225000000000004 -0.07822999999999998 0.089635000000000006 -0.23215999999999995 0.086000000000000007 0.13535500000000003 0.13388500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -4 -6 9 -7 -11 12 -9
right_child=1 -3 3 -5 7 8 -8 11 -10 10 -12 -13 -14
leaf_value=0.015758696104262313 0.0038846743456298146 -0.024556191554651496 0.025378312136997191 0.019883189608872542 -0.019063750151800521 -0.013719381343287668 0.0029142919008991164 -0.0016726178574397626 0.016378319504379797 0.00079691871238440893 0.016846193161509093 0.0058407883855565697 -0.013882451979118486
leaf_weight=59 84 82 52 55 54 55 79 85 52 2102 62 90 52
leaf_count=59 84 82 52 55 54 55 79 85 52 2102 62 90 52
internal_value=0 -0.0101536 0.00179746 0.00149596 0.00111836 0.00182014 0.011845 -0.00487412 0.00124108 0.000885544 0.00125757 -0.0014907 -0.00632012
internal_weight=0 166 2797 2738 2683 2402 131 281 2271 2219 2164 227 137
internal_count=2963 166 2797 2738 2683 2402 131 281 2271 2219 2164 227 137
is_linear=0
shrinkage=0.16829


Tree=3682
num_leaves=30
num_cat=0
split_feature=1 52 2 52 0 0 3 3 52 2 2 1 42 1 2 43 1 402 49 2 1 50 2 0 2 1 42 43 43
split_gain=24.369 6.95386 4.82837 3.03016 2.13023 1.52725 2.33059 1.25434 1.11558 1.02157 1.08573 0.870701 0.763972 1.22584 0.748622 0.682814 0.510159 0.505725 0.465061 0.453824 0.788247 1.24086 0.548519 0.522419 0.541037 0.370615 0.348913 0.201582 0.345886
threshold=0.10075500000000003 -0.4387299999999999 0.14290000000000003 0.12109500000000002 0.098975000000000021 -0.016414999999999996 -0.051469999999999995 -0.081134999999999985 0.11916 -1.0000000180025095e-35 0.10615500000000001 0.14039500000000002 0.10077000000000001 0.090820000000000012 0.091525000000000009 -0.081694999999999976 0.11561500000000001 -0.086814999999999989 -0.0096099999999999988 0.082925000000000013 0.092485000000000026 0.08956500000000002 0.08647500000000001 -0.085674999999999987 0.088855000000000003 0.089370000000000019 0.094540000000000013 0.29736500000000005 0.058415000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 7 6 -3 8 12 -8 -11 -4 13 17 19 -16 -5 -1 -19 20 21 -9 -21 24 -24 27 -22 28 -17
right_child=1 2 11 16 -6 -7 9 14 -10 10 -12 -13 -14 -15 15 25 -18 18 -20 22 26 -23 23 -25 -26 -27 -28 -29 -30
leaf_value=0.0013804441026220142 0.0016598249013029956 0.0012049295395246003 0.00039702271382786663 0.0015182883053824964 0.00096440603062041713 0.00026030524748720679 0.00021181046728611911 0.00088452916979465512 0.0012345747422108731 0.0010942819027917891 0.00056376347787817605 -0.00016520486571471347 0.001943616332187429 0.0011027182492594461 0.0016168322231061578 0.0012805206368067317 0.0010726032649062221 0.001442522540708013 0.0016633049118800465 0.0018408820177642556 0.0017814353561730173 0.0015585791052971048 0.0011203258543003472 0.0017672277818688877 0.0015892360472543367 0.00099661452634847549 0.0014178188225306835 0.0011101262502729403 0.0015796680358297864
leaf_weight=101 88 98 53 54 87 78 56 63 102 59 148 69 66 57 69 253 60 125 708 73 55 57 53 52 56 52 64 55 52
leaf_count=101 88 98 53 54 87 78 56 63 102 59 148 69 66 57 69 253 60 125 708 73 55 57 53 52 56 52 64 55 52
internal_value=0 0.000787085 0.000673254 0.000804346 0.00147159 0.000679701 0.000770221 0.00149245 0.00156566 0.000608104 0.000715144 7.87528e-05 0.00159757 0.00157449 0.00140348 0.00131122 0.00128403 0.00160324 0.00163022 0.00149722 0.00139493 0.001205 0.00160154 0.0014928 0.00136156 0.00125995 0.00158617 0.00129789 0.00133164
internal_weight=0 763 675 553 2200 439 361 2113 1159 263 207 122 1057 991 954 481 114 934 833 473 239 120 234 161 109 412 119 360 305
internal_count=2963 763 675 553 2200 439 361 2113 1159 263 207 122 1057 991 954 481 114 934 833 473 239 120 234 161 109 412 119 360 305
is_linear=0
shrinkage=0.0032998


Tree=3683
num_leaves=13
num_cat=0
split_feature=0 4 151 160 15 12 123 160 481 12 43 130
split_gain=0.547808 0.683529 0.421349 0.447414 0.364195 0.704055 0.46258 0.703077 0.340365 0.301838 1.06142 0.297653
threshold=0.10446500000000002 -0.47860499999999995 0.12207000000000001 -0.53327999999999987 -0.40166999999999992 -0.14392999999999997 0.087505000000000013 -0.06146999999999999 -0.087759999999999991 0.083945000000000006 -0.10042499999999999 0.10378500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 7 -5 -7 10 -10 -11
right_child=1 -3 -4 4 5 8 -8 -9 9 11 -12 -13
leaf_value=-0.0092124010164506206 0.0011441606604185956 -0.021027675435342903 0.016880599580065964 0.0013439406041983648 0.022210215290245371 0.014888332063640944 0.0075916122455822544 -0.023940636766798452 0.020953007305368958 0.0041554413297836277 -0.0029500412878434947 -0.0051258236324891824
leaf_weight=93 102 64 57 67 54 64 60 58 58 1616 566 104
leaf_count=93 102 64 57 67 54 64 60 58 58 1616 566 104
internal_value=0 -0.00739319 0.00255484 0.00225616 0.00265978 0.00320132 -0.00453742 -0.0103737 0.0027743 0.00244277 -0.000725404 0.0035932
internal_weight=0 166 2797 2740 2647 2462 185 125 2408 2344 624 1720
internal_count=2963 166 2797 2740 2647 2462 185 125 2408 2344 624 1720
is_linear=0
shrinkage=0.16829


Tree=3684
num_leaves=14
num_cat=0
split_feature=44 12 41 3 47 1374 157 157 3 151 3 156 47
split_gain=0.43218 0.404706 0.422747 0.368715 0.364087 0.451855 0.453551 1.41637 0.514939 0.674504 0.617985 0.354121 0.134863
threshold=1.0000000180025095e-35 -0.19698999999999997 0.078610000000000013 -0.14088999999999999 0.11224000000000002 0.086000000000000007 -0.078914999999999985 -0.082454999999999987 -0.091694999999999985 -0.030624999999999996 -0.085324999999999984 0.087455000000000019 0.12171500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 7 11 9 -8 -10 -3 -6
right_child=-2 2 3 -5 12 -7 8 -9 10 -11 -12 -13 -14
leaf_value=-0.012296165994040037 0.016307778202517085 -0.0036991823540716913 -0.015268832995058849 0.0027040491509477578 -0.012905412208234886 0.015422602016779387 -0.0079446330401909734 -0.027888669307358688 -0.0054352018166224951 0.011410936339673961 0.0031016712153243537 0.0098354650256869854 -0.0017175767058768892
leaf_weight=60 56 135 76 56 56 75 60 57 284 336 1552 92 68
leaf_count=60 56 135 76 56 56 75 60 57 284 336 1552 92 68
internal_value=0 0.00137828 0.00166709 -0.00763036 0.00211979 0.00254663 0.00216209 -0.00416965 0.00296855 0.00847374 0.00178017 0.00177831 -0.00678464
internal_weight=0 2907 2847 132 2715 2591 2516 284 2232 396 1836 227 124
internal_count=2963 2907 2847 132 2715 2591 2516 284 2232 396 1836 227 124
is_linear=0
shrinkage=0.16829


Tree=3685
num_leaves=26
num_cat=0
split_feature=1 1 3 4 39 4 13 3 4 1 0 39 0 48 48 4 4 151 3 13 3 156 4 43 0
split_gain=51.9961 11.8521 6.20225 3.76023 2.66262 1.91447 1.82044 1.57946 1.6824 1.44706 1.27633 1.25689 1.12886 0.936964 0.901861 1.08833 1.47385 0.694476 1.12803 0.91669 0.618096 0.387246 0.356123 0.32782 0.17513
threshold=0.10404000000000001 0.13074500000000003 -0.049204999999999992 0.046185000000000004 0.08252000000000001 -0.033649999999999992 -0.13871999999999998 0.085880000000000012 -0.081139999999999976 0.083670000000000008 -0.10934999999999999 0.08955500000000001 -0.085994999999999974 0.083540000000000017 0.095425000000000024 -0.4950449999999999 -0.10023999999999998 -0.086769999999999986 0.0025650000000000004 -0.079604999999999995 -0.082974999999999979 0.085805000000000006 0.065755000000000008 -0.025879999999999997 -0.094479999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 7 -2 -3 12 -9 10 -5 -8 13 21 15 -14 -17 -4 -19 -20 -7 23 -12 -1 -15
right_child=1 6 17 9 -6 20 11 8 -10 -11 22 -13 14 24 -16 16 -18 18 19 -21 -22 -23 -24 -25 -26
leaf_value=0.001715088110246468 0.001747452474118364 -0.00047184466427539198 0.00080850259438164926 0.0016931156512554433 0.0010465088096144647 0.00086291040462713653 0.00048461098433001345 0.0016721846886748916 0.00091368570373921904 0.00083220610285252147 0.00098049729172444548 -0.00013058245858112383 0.0020950917810333642 0.001411191456677564 0.0011887528467445917 0.0011170202197386689 0.0016429465977393096 5.9778591863465521e-05 0.00028945499065471562 0.0008931774050847433 0.0013198180581375589 0.0021404420697913539 0.0013128392968532062 0.0019199042393526569 0.0016567016774291193
leaf_weight=149 63 84 54 81 84 80 64 64 64 76 61 83 54 54 52 62 1015 72 55 55 55 54 87 216 88
leaf_count=149 63 84 54 81 84 80 64 64 64 76 61 83 54 54 52 62 1015 72 55 55 55 54 87 216 88
internal_value=0 0.000519456 0.000840856 0.0015692 0.0016224 0.00127163 -8.42346e-05 0.00164822 0.00129321 0.00122794 0.00135913 0.000137017 0.00167426 0.00179673 0.00161615 0.00163577 0.0016127 0.000479295 0.000381425 0.000591636 0.00104932 0.00187566 0.0011761 0.00183639 0.00156359
internal_weight=0 665 434 2261 1956 198 231 1872 128 305 229 147 1744 561 1183 1131 1077 236 182 110 135 419 148 365 142
internal_count=2926 665 434 2261 1956 198 231 1872 128 305 229 147 1744 561 1183 1131 1077 236 182 110 135 419 148 365 142
is_linear=0
shrinkage=0.0032998


Tree=3686
num_leaves=24
num_cat=0
split_feature=481 2 3 393 12 159 43 9 2 13 159 150 484 158 49 3 3 13 43 131 43 13 12
split_gain=0.543412 0.444768 0.732948 0.519424 0.490196 0.47251 0.559105 0.543135 0.520318 0.778894 0.558233 0.440333 0.407896 0.367082 0.359507 0.300407 0.723399 0.441846 0.315084 0.222572 0.519483 0.166599 0.0756773
threshold=-0.084709999999999994 0.088555000000000009 0.094635000000000011 0.086300000000000016 0.092755000000000018 0.078065000000000009 -0.084059999999999982 -1.0000000180025095e-35 0.080495000000000011 -0.0059899999999999997 -0.025879999999999997 -0.088479999999999989 -0.081534999999999982 1.0000000180025095e-35 0.094865000000000019 -0.12711499999999995 -0.097829999999999986 0.085955000000000018 -0.0011349999999999999 0.096045000000000019 -0.036849999999999994 -0.071564999999999976 0.098845000000000016
decision_type=2 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 11 5 7 -7 -2 9 -9 -10 -3 -1 15 21 17 -17 -13 -18 20 -6 -15 -22
right_child=1 3 -4 -5 19 6 -8 8 10 -11 -12 13 -14 14 -16 16 18 -19 -20 -21 22 -23 -24
leaf_value=0.0049912631250903306 -0.011201530518084191 0.014797700662930964 -0.014391980067232329 -0.016952963414621835 -0.01351957668899976 0.0034027050105318295 0.025752679197840446 0.0070526611869117387 0.0189629299492611 0.027475721822513056 0.0010670594605289314 0.019159194568902242 0.024373177721758888 -0.020166277291613587 0.0033598341462748415 -0.019354952817380762 0.0036484703439549635 3.9843309106114238e-05 -0.0025134279357894264 0.0062259495404283034 0.0070936210298430859 -0.0068789393659222106 -0.0011674937529277906
leaf_weight=76 55 56 60 52 95 57 72 240 55 68 485 58 52 54 53 54 487 84 454 80 63 54 62
leaf_count=76 55 56 60 52 95 57 72 240 55 68 485 58 52 54 53 54 487 84 454 80 63 54 62
internal_value=0 0.00166315 0.00379572 -0.000446896 0.00461633 0.00635729 0.015891 0.00499334 0.00604583 0.0115675 0.00289311 0.000185688 0.0128792 -0.000443338 -0.00796503 0.00062016 -0.000411516 0.00786181 0.000673658 -0.00136658 -0.00413566 -0.0135392 0.00298174
internal_weight=0 2798 1392 1406 1332 1032 129 903 848 308 540 1354 128 1298 161 1137 995 142 941 300 220 108 125
internal_count=2926 2798 1392 1406 1332 1032 129 903 848 308 540 1354 128 1298 161 1137 995 142 941 300 220 108 125
is_linear=0
shrinkage=0.16829


Tree=3687
num_leaves=21
num_cat=0
split_feature=0 1 160 48 3 15 48 0 0 1 42 133 16 42 484 1 16 3 0 0
split_gain=0.458798 0.875849 0.56684 0.544084 0.519844 2.03589 1.13043 0.378395 0.743068 1.16745 0.459983 0.557615 0.420458 0.342944 0.341036 0.370069 0.304105 0.191618 0.114922 0.112386
threshold=0.027395000000000006 1.0000000180025095e-35 -1.0000000180025095e-35 -0.089974999999999986 0.094635000000000011 -0.018024999999999996 0.087365000000000012 -0.16926499999999997 -0.11742499999999999 0.096315000000000026 0.096490000000000006 0.40408500000000008 -0.06859999999999998 1.0000000180025095e-35 0.090395000000000017 0.11206000000000001 -0.087834999999999983 -0.084794999999999995 -0.070499999999999993 0.12321500000000001
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 -1 7 6 -6 -5 9 13 14 12 -12 -9 15 -10 -8 -16 -13 -4
right_child=1 2 19 4 5 -7 16 8 10 -11 11 18 -14 -15 17 -17 -18 -19 -20 -21
leaf_value=0.017126249269789645 -0.0061719260709163165 0.029417995949145084 0.013577429276699828 0.013275621282241556 0.014050393462804038 -0.034458238488019252 -0.018677312681895014 0.0092464450188717243 0.0032239286061824389 -0.029296931166061621 -0.014067665321010014 0.0017748607917441454 -0.00089959351520411935 -0.0080593579776421925 -0.012512547559154739 0.012917479515742491 -0.0011619832791717806 0.0008951442525387724 0.01280470686838691 0.0032032436679566888
leaf_weight=59 78 55 64 76 103 57 59 59 1452 56 131 56 145 72 56 121 54 65 52 56
leaf_count=59 78 55 64 76 103 57 59 59 1452 56 131 56 145 72 56 121 54 65 52 56
internal_value=0 0.00864314 0.0152567 0.00114327 0.000781838 -0.00616643 0.00129115 0.00159289 0.00120009 -0.00895915 0.00211519 -0.00314133 -0.00715617 -0.000251427 0.00330781 0.00397073 -0.0103231 -0.00529522 0.00710216 0.00875111
internal_weight=0 253 175 2673 2614 273 216 2341 2265 187 2078 384 276 131 1694 1573 113 121 108 120
internal_count=2926 253 175 2673 2614 273 216 2341 2265 187 2078 384 276 131 1694 1573 113 121 108 120
is_linear=0
shrinkage=0.16829


Tree=3688
num_leaves=30
num_cat=0
split_feature=1 3 4 2 3 3 150 3 2 52 133 3 3 40 40 159 1 52 4 12 3 52 0 12 0 15 2 49 1
split_gain=24.2209 6.68135 2.55103 2.05799 1.79667 1.65577 1.40823 1.75316 1.12625 1.09948 1.07747 0.982257 0.771676 0.722441 1.50698 0.699857 1.01333 0.657072 0.870957 0.833005 0.790377 0.590972 0.636701 0.517124 0.736085 0.40028 0.25994 0.523601 0.143119
threshold=0.10123500000000001 -0.049204999999999992 0.41939500000000002 0.114 0.3148450000000001 0.090170000000000014 0.10808000000000002 -0.14186499999999996 0.088555000000000009 -0.091869999999999993 0.070495000000000016 -0.088584999999999983 0.11878500000000002 -0.084924999999999987 -0.062739999999999976 0.085035000000000013 0.083670000000000008 -0.076344999999999982 -0.00076499999999999995 0.083705000000000016 -0.073159999999999989 -0.24841999999999997 -0.058589999999999996 0.088295000000000012 -0.088794999999999985 0.039965000000000007 0.10362500000000001 0.011845000000000001 0.11779500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 6 5 13 7 25 17 -2 15 -11 -7 -3 -15 16 -10 23 19 -19 -20 -5 -23 24 -9 -1 27 -12 -14
right_child=1 4 -4 21 -6 12 -8 8 10 11 26 -13 28 14 -16 -17 -18 18 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0019037342030392664 0.0018330948924109175 0.00030363384361340405 0.00077463225310439381 0.0015961351702725238 0.00031863544504677228 0.001401550125415789 0.001217571079529995 0.0014073538599559793 0.0014773473730032426 0.001019767255023949 0.0016506464000460941 0.0015982803671784297 0.00079364043548801888 0.0010143092750111648 0.00035955719932320382 0.0017297563975458481 0.00097033918209126055 0.0013942684116645021 0.0018037665299157231 0.0017817803171160513 0.0023457373390999708 0.0014075418207006199 0.00089963232532479643 0.0012936314752393615 0.0019013226105226097 0.0022821241963430342 0.0015132501884707263 0.0019441135165493659 0.001043495133736109
leaf_weight=65 87 52 60 52 92 56 66 60 259 56 181 76 52 96 64 87 52 67 65 710 55 57 52 53 75 61 58 108 52
leaf_count=65 87 52 60 52 92 56 66 60 259 56 181 76 52 96 64 87 52 67 65 710 55 57 52 53 75 61 58 108 52
internal_value=0 0.000974956 0.00137864 0.00166486 0.000732151 0.000834323 0.0016935 0.00170954 0.00168352 0.00154395 0.00158424 0.00135312 0.00108805 0.000642664 0.000752629 0.00146646 0.00139269 0.00175166 0.00178913 0.00174841 0.00205246 0.00130485 0.00116556 0.00157273 0.00168204 0.0020872 0.00171922 0.00176044 0.000918907
internal_weight=0 743 279 2183 464 372 2022 1956 1830 219 745 132 160 212 160 398 311 1085 897 777 120 161 109 188 135 126 347 289 104
internal_count=2926 743 279 2183 464 372 2022 1956 1830 219 745 132 160 212 160 398 311 1085 897 777 120 161 109 188 135 126 347 289 104
is_linear=0
shrinkage=0.0032998


Tree=3689
num_leaves=16
num_cat=0
split_feature=123 13 15 147 43 14 0 15 49 49 123 14 15 15 151
split_gain=9.92906 7.15039 4.43621 3.83782 2.55375 2.36602 5.04943 2.67189 2.36491 1.56323 1.50465 0.885492 0.810153 0.541901 0.354706
threshold=1.0000000180025095e-35 -0.17030499999999998 -0.38214499999999996 0.089430000000000023 0.056805000000000008 0.073890000000000011 -0.11167499999999998 0.13248000000000001 0.0065400000000000015 0.11580500000000001 0.10832000000000001 -0.10523499999999998 -0.083859999999999976 -0.24211499999999997 -0.079059999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 5 -1 6 8 9 12 -8 13 -3 -4 -2 -15
right_child=10 2 3 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 14 -16
leaf_value=0.00046533354891308546 0.00064566280490710513 0.0011422381201470308 0.00056752225211510808 0.00086560161350140974 0.0013551724554424285 0.0021126740483551829 0.0016356255088436882 0.00087470198637845632 0.0015112325621199126 0.0012185173143317968 0.00029106714005876054 0.00053429072124312391 0.0010658932507557773 0.00087034892575952769 0.0012144447404256824
leaf_weight=101 59 53 72 90 54 82 1859 55 85 104 55 52 71 73 61
leaf_count=101 59 53 72 90 54 82 1859 55 85 104 55 52 71 73 61
internal_value=0 0.00146396 0.00150624 0.00153509 0.000775569 0.00156096 0.0015408 0.00159343 0.00107485 0.00161355 0.000773488 0.000841495 0.000815212 0.000910783 0.00102725
internal_weight=0 2678 2523 2418 155 2328 2246 2018 228 1963 248 105 143 193 134
internal_count=2926 2678 2523 2418 155 2328 2246 2018 228 1963 248 105 143 193 134
is_linear=0
shrinkage=0.0032998


Tree=3690
num_leaves=23
num_cat=0
split_feature=4 2 40 2 150 2 124 0 2 11 42 4 42 0 0 4 42 160 43 150 48 2
split_gain=55.3915 18.1817 9.50829 4.17478 4.25745 2.86872 2.28354 2.22593 1.84801 1.525 1.40918 1.35967 1.19237 1.01202 0.813791 1.20092 0.673669 0.623656 0.584269 0.54002 0.455276 0.289124
threshold=0.31392000000000003 0.13388500000000003 -0.034699999999999988 0.092320000000000013 0.083435000000000023 0.14073000000000005 -0.079729999999999981 -0.06612999999999998 0.15305000000000002 0.07677500000000001 0.078120000000000009 -0.15366499999999997 0.090175000000000019 -0.13619499999999998 -0.10726999999999999 0.0019650000000000002 0.10134500000000002 -0.068619999999999987 -0.095964999999999981 0.085595000000000018 0.086260000000000017 0.11248000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 7 10 17 -1 9 -3 14 13 -9 -12 -5 15 -4 -14 -2 -15 21 -16 -19
right_child=5 8 3 4 -6 -7 -8 11 -10 -11 12 -13 16 18 20 -17 -18 19 -20 -21 -22 -23
leaf_value=0.001751239079789853 0.0017876632464611955 0.001925973969095424 0.0024721409575466603 0.0022897845436982635 0.001939285174237468 0.00076707931851545223 0.0025323766141843733 0.0030413760362851426 0.0010963446740281932 0.0035839797224030017 0.0033531773756689275 0.0023566409298910766 0.002705569842746071 0.0030715770007584786 0.0030893752658796288 0.0031162541187753612 0.0030965471281486591 0.0014372404056757426 0.0026916727546102471 0.0016785985995519861 0.0028694688689454247 0.0010969655688848634
leaf_weight=89 66 66 65 62 68 74 76 52 53 60 73 83 126 54 1146 63 81 58 286 54 118 54
leaf_count=89 66 66 65 62 68 74 76 52 53 60 73 83 126 54 1146 63 81 58 286 54 118 54
internal_value=0 0.00281762 0.00287758 0.00293167 0.00272832 0.00133376 0.00211125 0.00302775 0.00155677 0.00306557 0.00280694 0.00262065 0.00298777 0.0026809 0.0030432 0.00278944 0.00285873 0.00151436 0.00275211 0.00140549 0.00306887 0.00127349
internal_weight=0 2621 2502 2337 750 306 165 1587 119 1452 682 135 280 402 1392 128 207 232 340 166 1264 112
internal_count=2927 2621 2502 2337 750 306 165 1587 119 1452 682 135 280 402 1392 128 207 232 340 166 1264 112
is_linear=0
shrinkage=0.0032998


Tree=3691
num_leaves=26
num_cat=0
split_feature=1 52 12 1 12 1 12 14 0 475 0 52 159 12 1 1 131 1213 12 0 12 457 1 400 131
split_gain=35.7045 8.45888 2.57607 3.65559 2.44823 2.72476 2.15576 1.43218 1.52447 1.20631 1.11618 0.863557 1.41799 0.540984 0.897664 0.527091 0.519732 0.558838 0.658643 0.506946 0.48231 0.418415 0.287206 0.271469 0.113901
threshold=0.10575500000000002 -0.40891499999999997 0.088325000000000015 0.12466500000000001 0.056995000000000011 0.092755000000000018 0.11878500000000002 -0.42227999999999993 -0.00077999999999999999 -0.021729999999999996 -0.14259999999999998 0.27203000000000005 -0.032069999999999994 -0.089399999999999993 0.11669000000000002 0.081540000000000015 0.090675000000000019 0.11256000000000001 0.084355000000000013 -0.087284999999999988 -0.041014999999999989 0.048350000000000011 0.084675000000000014 -0.0056149999999999993 0.10623
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 7 -4 5 9 10 -3 13 -1 -6 16 15 -9 -15 -13 17 18 -12 22 -16 -7 -11 -18 -25
right_child=1 2 3 -5 6 21 -8 8 -10 19 11 12 -14 14 20 -17 23 -19 -20 -21 -22 -23 -24 24 -26
leaf_value=0.0012558889069942936 0.0019395770209765526 0.0010491318542620886 0.0015053905074688906 0.00040308675660193311 0.0022029203666525865 0.0012679946508500687 0.0012397478311581833 0.0008344789059670499 3.9513144828977952e-05 0.0020773674208646835 0.0020149595740415567 0.0016063454333143828 0.0011305214778480357 0.00078793932034151978 0.00011108608382174113 0.0020239088656351257 0.0018040380681493384 0.001520833927295979 0.0017868798849693117 0.0015941295302376109 0.0005215921514547117 0.00088634573307783376 0.0017582935419324182 0.0021978337345304592 0.0019845559340948673
leaf_weight=53 69 61 89 52 77 82 75 80 64 75 160 92 54 80 56 53 62 76 1141 73 71 52 56 54 70
leaf_count=53 69 61 89 52 77 82 75 80 64 75 160 92 54 80 56 53 62 76 1141 73 71 52 56 54 70
internal_value=0 0.000849881 0.000713852 0.00109912 0.00174091 0.00150241 0.00178961 0.000581916 0.000500618 0.00170158 0.00181202 0.00179491 0.00158879 0.000603321 0.000513814 0.00175922 0.00182114 0.00179875 0.00181496 0.0018172 0.000340859 0.00112016 0.00194124 0.00198668 0.00207772
internal_weight=0 622 553 141 2305 391 1914 412 351 257 1839 1762 199 287 207 145 1563 1377 1301 204 127 134 131 186 124
internal_count=2927 622 553 141 2305 391 1914 412 351 257 1839 1762 199 287 207 145 1563 1377 1301 204 127 134 131 186 124
is_linear=0
shrinkage=0.0032998


Tree=3692
num_leaves=28
num_cat=0
split_feature=2 2 2 2 150 133 52 52 2 47 1444 1429 160 2 484 52 49 150 49 1375 52 52 2 2 47 2 2
split_gain=30.95 15.2804 7.90544 5.1097 4.9915 2.84534 1.76713 1.60964 1.66145 1.57668 1.61258 1.43331 1.30452 0.947437 0.779464 0.683901 0.612968 0.520192 0.506597 0.450882 0.440032 0.406769 0.39987 0.326288 0.263228 0.174989 0.0896191
threshold=0.13388500000000003 -1.0000000180025095e-35 0.097005000000000022 0.17553000000000005 1.0000000180025095e-35 0.086265000000000022 -0.41694999999999993 0.0030150000000000008 0.10859000000000001 0.083310000000000009 -0.065414999999999987 0.084770000000000012 -0.077584999999999987 0.11585500000000001 -0.069439999999999988 -0.062309999999999997 0.0060400000000000011 0.10451000000000001 0.0062600000000000008 -0.07520499999999998 0.14873500000000003 -0.43279999999999996 -0.085784999999999986 0.082925000000000013 0.10976000000000001 0.11263500000000001 0.14290000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 16 6 22 25 8 -8 10 -3 19 -13 18 -11 -10 26 -6 -9 -12 -21 -16 -1 24 -23 -4 -2
right_child=3 2 4 -5 17 -7 7 13 15 14 11 12 -14 -15 21 -17 -18 -19 -20 20 -22 23 -24 -25 -26 -27 -28
leaf_value=0.0014214242910956525 0.00087076003525184251 0.0026666798432073368 0.0019840819173000059 -0.00017626569613433485 0.00076767184146658027 0.00042766474385338862 0.0017687531780924493 0.0018402344316106472 0.00090698506304781135 0.0021996836154358256 0.0018131937577758848 0.0013446972012465276 0.0020732255389929693 0.0014678449720720312 0.0019896036861559718 0.0014175509401760456 0.0012027555021702312 0.0012214198303198813 0.0022141504329950741 0.0021484515897127266 0.0019575317006615459 0.0017173088532162941 0.0010531937199989442 0.0018528674310539738 0.0013790263434158233 0.0022205121419148137 0.00067450448704486487
leaf_weight=79 53 54 103 65 52 65 102 113 52 52 54 53 55 53 58 65 55 60 63 1132 154 52 56 64 52 57 54
leaf_count=79 53 54 103 65 52 65 102 113 52 52 54 53 55 53 58 65 55 60 63 1132 154 52 56 64 52 57 54
internal_value=0 0.00187372 0.00194395 0.000604859 0.00165195 0.0009957 0.00176995 0.00166323 0.00146022 0.00206205 0.00210446 0.00208346 0.00171603 0.00185722 0.00183279 0.00119093 0.000918491 0.00101107 0.00197428 0.00211305 0.00212562 0.00174821 0.00126894 0.00166466 0.00154851 0.00206853 0.000772044
internal_weight=0 2700 2500 227 720 200 608 448 219 1780 1502 1448 108 229 278 117 162 112 176 1340 1286 226 135 168 104 160 107
internal_count=2927 2700 2500 227 720 200 608 448 219 1780 1502 1448 108 229 278 117 162 112 176 1340 1286 226 135 168 104 160 107
is_linear=0
shrinkage=0.0032998


Tree=3693
num_leaves=26
num_cat=0
split_feature=1 3 14 376 1 3 1 16 3 3 475 49 484 481 16 1456 130 159 3 150 133 1 13 15 16
split_gain=1.5716 0.939865 1.2672 0.86121 0.625675 0.684337 0.456982 0.366071 0.702983 0.628301 0.53903 0.470052 0.403675 0.37459 0.493021 0.483618 0.428875 0.419704 0.343881 0.338364 0.213417 0.324096 0.364504 0.19651 0.0482264
threshold=0.10152500000000002 -0.029394999999999998 -0.40567999999999999 0.083560000000000009 0.14195000000000002 -0.0037099999999999998 0.11359000000000001 -0.007794999999999999 0.096440000000000012 -0.0042999999999999991 -0.085684999999999997 0.083250000000000005 -0.079539999999999986 -0.087424999999999989 -0.0094449999999999968 0.084025000000000002 0.10378500000000002 0.085280000000000009 -0.10115999999999999 0.089810000000000015 -0.0029049999999999996 0.12061000000000001 0.084770000000000026 -0.076194999999999999 -0.20132999999999998
decision_type=2 2 2 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 20 -3 4 5 -4 -7 13 9 10 -9 12 -12 -1 15 16 17 19 -14 -15 -2 22 -22 -13 -8
right_child=1 2 3 -5 -6 6 24 8 -10 -11 11 23 18 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=-0.0015703216726465385 -0.0014347694603447001 0.019685807493750426 -0.017006295103753098 -0.025572939898862203 -0.019281008777794255 0.014443788571921424 -0.0060394758708064078 0.022621854181544918 -0.011569344671258756 0.026147693412391686 0.01215295080663182 0.018790214061148558 -0.010849442410216688 0.013330544670880995 0.028229986542582464 -0.0012162153542298931 0.0020192339006677496 0.024032965821727519 0.0025326237954275714 0.0018058361134749583 -0.0006594596337524863 0.018952918720485566 0.014776168032968749 0.0073842591665875291 0.0010866246287722496
leaf_weight=56 52 56 52 62 59 80 52 58 52 54 88 82 73 1026 54 76 101 98 213 78 97 84 78 91 55
leaf_count=56 52 56 52 62 59 80 52 58 52 54 88 82 73 1026 54 76 101 98 213 78 97 84 78 91 55
internal_value=0 0.0013736 -0.00385531 -0.00752225 -0.00376071 6.31411e-05 0.00481933 0.0104019 0.00725386 0.00874187 0.00718533 0.00554526 0.00218422 0.0119038 0.0124316 0.0118117 0.012573 0.0134583 -0.000876797 0.0125179 0.00837368 0.0103499 0.00621015 0.0128009 -0.00235974
internal_weight=0 727 416 360 298 239 187 2200 711 659 605 547 374 1489 1433 1379 1303 1202 286 1104 311 259 175 173 107
internal_count=2927 727 416 360 298 239 187 2200 711 659 605 547 374 1489 1433 1379 1303 1202 286 1104 311 259 175 173 107
is_linear=0
shrinkage=0.16829


Tree=3694
num_leaves=11
num_cat=0
split_feature=106 2 457 151 40 49 2 1453 51 52
split_gain=1.10158 0.979238 0.836839 0.611149 0.560632 0.529609 0.763363 0.35125 0.275825 0.240038
threshold=0.085275000000000004 0.17553000000000005 0.10284000000000001 0.084725000000000009 1.0000000180025095e-35 -0.052004999999999989 0.096080000000000013 -0.076919999999999988 0.14560000000000003 -0.081674999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 9 -7 -9 -1
right_child=-2 -3 -4 -5 -6 7 -8 8 -10 -11
leaf_value=0.015759447084288294 -0.01701634948896024 -0.01350423109792958 -0.0092537907094139456 0.02217117885527933 -0.0072131729096133572 0.020073325666613837 -0.013270052157537947 0.0087920198515703749 -0.0031431283249435575 0.0016190365217234417
leaf_weight=59 54 63 80 86 69 77 77 2225 56 81
leaf_count=59 54 63 80 86 69 77 77 2225 56 81
internal_value=0 0.00723536 0.00770097 0.00819848 0.00774331 0.00814479 0.000180439 0.00887696 0.00849822 0.00759104
internal_weight=0 2873 2810 2730 2644 2575 217 2358 2281 140
internal_count=2927 2873 2810 2730 2644 2575 217 2358 2281 140
is_linear=0
shrinkage=0.16829


Tree=3695
num_leaves=24
num_cat=0
split_feature=1 12 1 475 1 124 12 13 52 52 42 124 16 448 11 13 52 12 43 52 43 42 1
split_gain=36.6075 9.00859 5.9084 2.96572 2.42401 1.99519 1.69153 1.09088 0.881659 0.867612 0.861703 0.764265 1.15843 0.669895 0.801591 0.58789 0.434084 0.408326 0.390606 0.276672 0.275742 0.195373 0.0643095
threshold=0.10123500000000001 0.085465000000000013 0.12988000000000002 -0.050754999999999995 0.14754500000000001 -0.076779999999999987 0.095775000000000013 0.084770000000000026 -0.072144999999999987 0.060690000000000008 -0.079234999999999986 -0.084964999999999985 -0.08267999999999999 -0.0046049999999999989 1.0000000180025095e-35 -0.095574999999999979 -0.08799499999999999 -0.038859999999999992 -0.073819999999999983 0.10322000000000002 0.021175000000000003 0.086745000000000003 0.11239500000000001
decision_type=2 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 8 -2 9 -1 7 13 -3 11 -8 -5 17 -7 15 21 -17 -13 -12 20 -20 -15 -10
right_child=1 2 -4 4 -6 6 10 -9 22 -11 18 12 -14 14 -16 16 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0017974748711096441 0.0019131660903278778 0.0024512387039931061 0.0010585153878812279 0.0014687793528476586 0.000435723455187988 0.0020392524930377366 0.0024343719101813824 0.0020239332348796078 0.0021037229598270435 0.0015033923526221328 0.0022948026580846127 0.00099018293322952668 0.00071617380214653297 0.0020236713118266937 0.002775508307595423 0.0023012893260571147 0.0024545762253870649 0.0013583037720462361 0.0019558177007414517 0.0018601989168583605 0.0022208082243380927 0.0023056349954568922 0.0019324672145779548
leaf_weight=75 56 97 62 53 52 52 100 84 59 80 76 56 83 52 69 254 1162 83 85 83 95 64 56
leaf_count=75 56 97 62 53 52 52 100 84 59 80 76 56 83 52 69 254 1162 83 85 83 95 64 56
internal_value=0 0.00148118 0.00195563 0.00120033 0.00110217 0.00232865 0.00234694 0.00239338 0.00221782 0.00119969 0.0021631 0.00111121 0.00102569 0.00241214 0.00242423 0.00240838 0.0024271 0.00121025 0.00208297 0.00202163 0.00209587 0.00217954 0.00202064
internal_weight=0 737 274 463 407 2251 2176 1737 212 355 439 275 222 1653 1601 1532 1416 139 339 263 180 116 115
internal_count=2988 737 274 463 407 2251 2176 1737 212 355 439 275 222 1653 1601 1532 1416 139 339 263 180 116 115
is_linear=0
shrinkage=0.0032998


Tree=3696
num_leaves=12
num_cat=0
split_feature=1 150 34 1428 4 15 159 39 2 155 2
split_gain=1.5696 0.717977 0.479003 0.476031 0.440534 0.767669 0.427737 0.399929 0.542856 0.344381 0.33592
threshold=0.15028500000000003 0.11680000000000001 -0.084799999999999986 0.093475000000000016 0.31392000000000003 -0.43091499999999999 0.10473 0.098380000000000009 -0.0098549999999999974 0.089885000000000007 0.105395
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -6 8 -4 -10 -3
right_child=-2 10 3 -5 5 -7 -8 -9 9 -11 -12
leaf_value=0.021959915716539397 -0.017623550443715028 0.0042027615914283023 -0.0074760268854759566 0.024363838324778946 0.020883896543886903 -0.0099703872600978936 -0.00037176744876299113 -0.0055897956681265478 0.0098976544978131593 0.00077053777187535699 -0.013972450107913436
leaf_weight=76 68 58 55 52 55 100 52 54 2237 124 57
leaf_count=76 68 58 55 52 55 100 52 54 2237 124 57
internal_value=0 0.00823254 0.00876709 0.00839902 0.00808824 0.0006215 0.0105373 0.00871327 0.0090337 0.00941906 -0.0047902
internal_weight=0 2920 2805 2729 2677 207 107 2470 2416 2361 115
internal_count=2988 2920 2805 2729 2677 207 107 2470 2416 2361 115
is_linear=0
shrinkage=0.16829


Tree=3697
num_leaves=21
num_cat=0
split_feature=4 3 39 2 457 15 2 15 42 123 133 15 16 16 475 16 11 4 16 15
split_gain=17.5151 5.64391 3.80868 2.22624 1.95012 1.60465 2.29481 1.43169 0.970157 0.952058 0.624943 0.805142 0.740738 0.59903 0.696299 0.551225 0.427724 0.624091 0.296175 0.243828
threshold=0.31392000000000003 0.28833000000000003 1.0000000180025095e-35 0.092155000000000015 0.056920000000000005 -0.43091499999999999 0.12860500000000002 -0.033234999999999994 0.086375000000000021 0.083875000000000019 -0.082834999999999978 0.10028500000000001 -0.14085499999999998 0.41134500000000007 -0.085774999999999976 -0.061714999999999992 1.0000000180025095e-35 -0.098074999999999982 -0.0046349999999999994 -0.094839999999999994
decision_type=2 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 10 8 19 9 -2 -4 15 12 -12 14 -1 -5 17 -16 -13 -7
right_child=5 -3 7 4 -6 6 -8 -9 -10 -11 11 18 -14 -15 16 -17 -18 -19 -20 -21
leaf_value=0.0011457766299335203 0.00093015633776117614 0.00028377800917070092 0.0013558850243118854 0.0012362566726556892 0.00057363140328529905 0.000378584545035555 -0.00024968328934112728 0.00049688363068573806 0.00039985904696260256 0.00082289238784275485 0.0016577455060632997 0.0011866280870700199 0.0012878482300186654 0.0010604094554446297 0.0011072882148612595 0.00076191836181358494 0.0017001497748674326 0.0014408522937748487 0.00087255019010997717 0.00069742966783656649
leaf_weight=96 90 61 68 55 52 52 64 71 65 80 70 79 403 53 65 53 66 1333 58 54
leaf_count=96 90 61 68 55 52 52 64 71 65 80 70 79 403 53 65 53 66 1333 58 54
internal_value=0 0.00127668 0.00129994 0.00133824 0.00119196 0.000465056 0.00024334 0.000883017 0.000708001 0.00106802 0.0012367 0.00127787 0.00134266 0.00140805 0.00141983 0.00100381 0.00143778 0.00142537 0.00105392 0.000541347
internal_weight=0 2663 2602 2383 770 325 170 219 155 148 718 610 473 1613 1560 108 1464 1398 137 106
internal_count=2988 2663 2602 2383 770 325 170 219 155 148 718 610 473 1613 1560 108 1464 1398 137 106
is_linear=0
shrinkage=0.0032998


Tree=3698
num_leaves=18
num_cat=0
split_feature=3 3 1210 3 147 457 48 0 15 475 51 3 15 15 15 3 394
split_gain=1.11549 0.432744 0.668244 0.588841 0.531745 0.488047 0.578458 0.565653 0.565879 0.472756 0.416289 0.406325 0.372882 0.301735 0.397889 0.247943 0.235131
threshold=0.35004500000000011 -0.082824999999999982 -0.074724999999999986 -0.083319999999999991 1.0000000180025095e-35 0.048870000000000004 0.086515000000000022 -0.17127999999999996 -0.40166999999999992 -0.085774999999999976 -0.085594999999999991 -0.082054999999999975 -0.012189999999999998 -0.19631499999999999 -0.040769999999999994 -0.10175499999999998 -0.081709999999999991
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 7 -7 -4 -9 -1 -11 -10 -6 -12 15 -15 -16
right_child=-2 2 4 -5 12 6 -8 8 11 10 13 -13 -14 14 16 -17 -18
leaf_value=-0.0027238135279824007 -0.012763253160755314 0.0222827904035055 0.018678940968756979 0.027414547106497038 0.0034637676552046865 0.02960434413661172 0.0064650530981600358 -0.007938078709093686 -0.004657447020242682 0.02265655262099717 0.020649141738374715 0.006322521456436264 -0.016306497906829764 -0.0082856593778771713 0.001795930789891164 0.0058135966165243688 0.011317279045024038
leaf_weight=84 77 69 84 54 56 53 73 97 104 73 64 1138 52 54 83 102 671
leaf_count=84 77 69 84 54 56 53 73 97 104 73 64 1138 52 54 83 102 671
internal_value=0 0.00775011 0.0060474 0.0102287 0.00537025 0.00616686 0.0162125 0.0052761 0.00443396 0.00940653 0.0103815 0.00540166 -0.00603861 0.00945961 0.00867068 0.000921568 0.0102716
internal_weight=0 2911 1726 1185 1657 1549 126 1423 1339 1131 1047 1242 108 974 910 156 754
internal_count=2988 2911 1726 1185 1657 1549 126 1423 1339 1131 1047 1242 108 974 910 156 754
is_linear=0
shrinkage=0.16829


Tree=3699
num_leaves=16
num_cat=0
split_feature=3 48 13 149 4 13 43 2 14 41 13 2 3 42 3
split_gain=0.771819 0.400991 0.426617 0.450982 0.677287 0.453824 0.432082 0.588549 0.440428 0.550884 0.354214 0.340489 0.326623 0.399175 0.238989
threshold=0.35004500000000011 0.10184000000000001 -0.36115499999999995 1.0000000180025095e-35 0.31392000000000003 -0.077034999999999978 0.05259500000000001 0.085910000000000014 0.078785000000000008 0.075585000000000013 -0.088654999999999998 0.11248000000000001 0.097775000000000015 0.08351500000000002 -0.078994999999999982
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 8 14 9 -4 -9 -7 13 -3 -8
right_child=-2 12 3 -5 5 11 7 10 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.020588322992953257 -0.01061532783500178 0.013761487713376864 0.0079560788836820478 0.019454842825619444 -0.016489973164150164 0.010883372397682998 0.019520505763649644 -0.016011310066007273 -0.0057451928068084886 0.025364615657105245 2.8434451310959391e-05 -0.0055347303332017889 -0.011246086756063018 -0.0037351076128825803 0.0038253146794442741
leaf_weight=64 77 63 1927 76 53 64 52 52 64 53 155 81 59 89 59
leaf_count=64 77 63 1927 76 53 64 52 52 64 53 155 81 59 89 59
internal_value=0 0.00644647 0.00699868 0.00666805 0.00628774 -0.00316033 0.00708051 0.00130307 0.00797847 0.00842297 -0.00399219 0.00169949 -0.000611232 0.00350495 0.0111942
internal_weight=0 2911 2700 2636 2560 198 2362 318 2044 1980 207 145 211 152 111
internal_count=2988 2911 2700 2636 2560 198 2362 318 2044 1980 207 145 211 152 111
is_linear=0
shrinkage=0.16829


Tree=3700
num_leaves=9
num_cat=0
split_feature=1428 9 3 483 1446 483 4 14
split_gain=0.476454 0.470414 0.723525 0.437438 0.356818 0.438603 0.480163 0.621663
threshold=0.086350000000000024 -0.08564999999999999 0.3148450000000001 0.11579500000000002 0.091925000000000021 0.09518500000000002 0.5124550000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3
right_child=-2 2 -4 -5 -6 -7 -8 -9
leaf_value=0.020792468124081483 0.019585472181621686 0.020951454052656457 -0.010453904927923923 0.018256765075593397 0.014969189933744262 -0.0070727446461119736 0.019830928988043298 0.0042631840261433867
leaf_weight=54 67 65 84 73 99 87 61 2391
leaf_count=54 67 65 84 73 99 87 61 2391
internal_value=0 0.00522108 0.00492645 0.00539249 0.0050444 0.00466639 0.00507286 0.00470558
internal_weight=0 2914 2860 2776 2703 2604 2517 2456
internal_count=2981 2914 2860 2776 2703 2604 2517 2456
is_linear=0
shrinkage=0.16829


Tree=3701
num_leaves=24
num_cat=0
split_feature=1 12 1 39 4 1 13 1 4 4 12 12 1375 12 151 43 12 12 43 4 43 151 43
split_gain=42.2829 6.22943 7.01235 5.03525 2.31621 2.34564 2.30956 1.94753 1.60445 1.49272 1.02638 0.804465 0.728609 0.728832 0.682188 0.690817 0.737713 0.616344 0.721501 0.401158 0.328464 0.321886 0.195474
threshold=0.10442000000000001 0.085075000000000026 0.13130500000000003 0.0039300000000000003 0.053925000000000008 0.083670000000000008 -0.0042049999999999995 0.088035000000000016 -0.014854999999999998 0.27644500000000005 0.092755000000000018 0.098785000000000012 -0.084979999999999986 0.11878500000000002 -0.085989999999999983 -0.12788999999999998 0.090285000000000018 -0.082654999999999992 -0.070104999999999987 0.097095000000000015 -0.16318499999999997 -0.099019999999999983 -0.079614999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 8 4 12 10 17 -5 -3 -8 22 -10 -1 14 21 20 -17 18 -2 -19 -16 -14 -6
right_child=1 2 -4 7 5 -7 9 -9 11 -11 -12 -13 13 -15 15 16 -18 19 -20 -21 -22 -23 -24
leaf_value=0.0018185310093462284 0.00068869269865945318 0.0023505116091909585 0.00060498993500315379 0.0018692085084656021 0.0021071698775042801 0.0012462492634980876 0.001616159534796316 0.0010802493513453273 0.0019792770484431785 0.00098879681532062689 0.0017856011725135607 0.0014003323363001839 0.002138419390794232 0.0018401621921244275 0.0023105295482709915 0.0022731253385017622 0.0021209497329854588 0.00036764474987073173 0.0011387567421167416 0.00076622439112978918 0.002603898323488691 0.001776753206515684 0.0023995889266774004
leaf_weight=54 87 67 56 75 54 53 71 63 54 100 101 52 60 57 102 948 564 55 71 56 76 52 53
leaf_count=54 87 67 56 75 54 53 71 63 54 100 101 52 60 57 102 948 564 55 71 56 76 52 53
internal_value=0 0.00117923 0.00162082 0.00212135 0.00216019 0.00186769 0.000949319 0.00150929 0.00194944 0.00124949 0.00202587 0.0016956 0.00220007 0.00221114 0.00222285 0.00223954 0.00221638 0.000758374 0.00089116 0.000569047 0.00243599 0.00197082 0.00225234
internal_weight=0 669 229 2312 2174 261 440 138 173 171 208 106 1913 1859 1802 1690 1512 269 158 111 178 112 107
internal_count=2981 669 229 2312 2174 261 440 138 173 171 208 106 1913 1859 1802 1690 1512 269 158 111 178 112 107
is_linear=0
shrinkage=0.0032998


Tree=3702
num_leaves=20
num_cat=0
split_feature=4 2 12 2 14 2 2 12 2 12 4 151 1375 4 14 133 52 4 133
split_gain=40.0705 21.8302 6.15876 4.1465 3.75961 3.72946 4.4049 2.46612 2.20069 2.05971 1.22945 1.1724 1.14626 0.940343 0.847589 0.712547 0.429657 0.420723 0.399003
threshold=0.31392000000000003 0.14132000000000003 -1.0000000180025095e-35 0.11218000000000002 0.073890000000000011 -0.007134999999999999 0.097005000000000022 0.089395000000000016 0.14019000000000004 0.096425000000000025 0.020110000000000006 -0.081844999999999987 -0.091584999999999986 -0.50690499999999983 -0.42227999999999993 0.017095000000000003 -1.0000000180025095e-35 0.48395000000000005 0.090570000000000012
decision_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 9 -1 -7 -5 11 12 15 -2 -4 -14 -13 -11 -8 -16 -9
right_child=8 -3 3 7 -6 6 16 18 -10 10 -12 14 13 -15 17 -17 -18 -19 -20
leaf_value=0.00070569424989918065 0.0012079962744132172 0.00029907100009983191 0.0015216020169195876 0.00088767288271426263 0.0026566412334780467 0.0022159550276509223 0.00097702546987172732 0.0018435344951718263 0.00014325990334985842 0.0016574384327736318 0.0013837841772647065 0.0010167445937346365 0.0024247938976169727 0.0019973155044635321 0.00075000369018335519 0.0019938956474347788 0.0014010049282460484 0.00039189802397700469 0.001476914208448578
leaf_weight=65 52 99 54 56 85 79 54 89 82 135 89 52 59 1529 58 144 52 95 53
leaf_count=65 52 99 54 56 85 79 54 89 82 135 89 52 59 1529 58 144 52 95 53
internal_value=0 0.00181971 0.0018789 0.00193256 0.00197574 0.00138659 0.00162564 0.00147541 0.00061447 0.00194693 0.0017231 0.00076468 0.00199707 0.00201322 0.000652057 0.00183122 0.00118535 0.000527881 0.00170695
internal_weight=0 2642 2543 2293 2095 250 185 198 339 2010 368 257 1642 1588 205 279 106 153 142
internal_count=2981 2642 2543 2293 2095 250 185 198 339 2010 368 257 1642 1588 205 279 106 153 142
is_linear=0
shrinkage=0.0032998


Tree=3703
num_leaves=12
num_cat=0
split_feature=48 41 41 1453 16 0 16 10 9 10 457
split_gain=0.44488 0.468285 0.505985 0.474862 0.526901 0.436147 0.409868 0.39037 0.662749 0.574475 0.513835
threshold=-0.078904999999999989 0.10138000000000001 0.075585000000000013 -0.064559999999999992 -0.013125 -0.10147999999999999 -0.021919999999999999 1.0000000180025095e-35 -0.069284999999999985 -0.015289999999999998 0.097330000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -4 -1 8 -5 -10 -11
right_child=1 -3 5 7 -6 -7 -8 -9 9 10 -12
leaf_value=-0.013676317300090807 -0.015265647385877776 -0.007988681487294676 0.028478684954274511 0.02692123798241608 0.0085683299614949648 0.0079124771324783141 0.0058741583983922627 -0.0032503099147814501 -0.0068450491523512373 0.0080402276083045617 0.021775075266268713
leaf_weight=53 53 52 63 54 52 55 71 83 71 2294 80
leaf_count=53 53 52 63 54 52 55 71 83 71 2294 80
internal_value=0 0.00781815 0.00811183 0.00763704 -0.00344504 0.018908 -0.0024676 0.0080884 0.00846572 0.00805738 0.00850383
internal_weight=0 2857 2805 2687 105 118 124 2582 2499 2445 2374
internal_count=2981 2857 2805 2687 105 118 124 2582 2499 2445 2374
is_linear=0
shrinkage=0.16829


Tree=3704
num_leaves=25
num_cat=0
split_feature=1 3 1 14 4 4 0 1 10 3 1 0 4 16 1 0 43 4 479 3 1 13 16 1446
split_gain=49.1145 8.05967 4.22739 3.39088 2.91845 1.9954 1.83844 1.7809 1.73071 2.43928 1.61472 1.41081 2.70689 1.29509 1.24838 1.23377 1.07371 1.04417 0.821792 0.703535 0.662737 0.652562 0.486883 0.445233
threshold=0.10557500000000002 -0.036264999999999992 0.13130500000000003 0.073890000000000011 0.036605000000000006 0.061835000000000008 -0.10594499999999998 0.083670000000000008 -0.0062549999999999993 0.31966500000000003 0.088965000000000002 -0.069414999999999991 -0.40515499999999993 -0.0093249999999999982 0.081540000000000015 -0.11214999999999999 0.29736500000000005 0.41377500000000006 0.077560000000000018 -0.080734999999999987 0.12700000000000003 -0.05461499999999999 -0.0024749999999999993 0.088645000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 6 -2 10 15 -3 17 -1 16 14 -14 -13 -6 18 22 23 -17 -19 -21 -10 -8
right_child=1 8 -4 -5 7 -7 11 -9 9 -11 -12 12 13 -15 -16 19 -18 20 -20 21 -22 -23 -24 -25
leaf_value=0.0027250661026601043 0.0026892040088187172 0.00096290582507159233 0.0013055909009472414 0.0033254018160661439 0.0029227477075326738 0.0020258216328580122 0.0028284649933409331 0.0020136023055423811 0.0020046560037299123 0.00085752558336122677 0.0019288406734560674 0.0025092041572756917 0.0025763490132648557 0.0020407056935385012 0.0031350074658026022 0.0027366956024078991 0.0023961627306087821 0.0016415601953841945 0.0024460849342768523 0.0024607903374022811 0.0011448164116670903 0.0019862157542415754 0.0015874377911327415 0.0031231234206026601
leaf_weight=55 99 86 53 93 70 100 1242 94 78 54 57 56 102 97 95 52 68 63 61 85 56 52 52 61
leaf_count=55 99 86 53 93 70 100 1242 94 78 54 57 56 102 97 95 52 68 63 61 85 56 52 52 61
internal_value=0 0.00167527 0.00213524 0.00270638 0.00268075 0.00235602 0.00273222 0.00240445 0.0013772 0.00149467 0.00232016 0.0027581 0.00256909 0.00231543 0.00290315 0.00254616 0.00280427 0.00163271 0.00282459 0.0024065 0.00140809 0.00228092 0.00183804 0.00284229
internal_weight=0 641 252 2340 2247 199 1894 353 389 303 112 1782 350 199 151 259 1432 249 1364 189 119 137 130 1303
internal_count=2981 641 252 2340 2247 199 1894 353 389 303 112 1782 350 199 151 259 1432 249 1364 189 119 137 130 1303
is_linear=0
shrinkage=0.0032998


Tree=3705
num_leaves=29
num_cat=0
split_feature=1 3 14 4 10 3 3 4 1 4 52 2 12 49 3 3 15 1186 16 43 52 481 13 4 151 43 1 13
split_gain=32.9928 4.81154 3.01775 2.82303 2.5973 2.53454 1.37789 1.76722 1.35598 1.2832 1.35707 1.48599 0.955303 0.946679 0.848792 1.29262 0.722763 0.597349 0.409565 0.585165 0.461152 0.448075 0.362894 0.352344 0.314539 0.314383 0.198679 0.145244
threshold=0.10575500000000002 -0.031895 0.073890000000000011 0.31392000000000003 -0.00189 -0.072649999999999978 -0.12077499999999998 -0.27577999999999997 0.12257000000000003 -0.37626499999999991 0.047345000000000005 0.10251500000000001 1.0000000180025095e-35 -0.071579999999999991 0.30863500000000005 0.085880000000000012 -0.086319999999999994 0.021560000000000003 -0.011849999999999998 -0.08237499999999999 -0.0094049999999999984 -0.048929999999999994 -0.067904999999999979 -0.080114999999999978 -0.085124999999999992 -1.0000000180025095e-35 0.11649500000000002 -0.084869999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 8 -3 6 7 -1 22 -7 11 12 13 -11 15 -6 -12 18 21 24 -21 27 -2 -23 -20 -18 -17 -8
right_child=1 4 -4 -5 14 9 17 -9 -10 10 16 -13 -14 -15 -16 26 25 -19 19 20 -22 23 -24 -25 -26 -27 -28 -29
leaf_value=0.0017700132229421198 0.001350557259990931 1.1818945101323768e-05 0.0022003720593432858 0.00063350301019022214 0.00050904982290000489 0.0017801814640483905 0.0017919390227438096 0.0010637283529085532 0.00091582005932711529 0.0015652846714532857 0.0018478974975305396 0.00087007200190405065 0.0017498539494472073 0.0010301369391636666 0.00039495633589574537 0.00089454144262211008 0.0015591864013264332 0.0020085030679980417 0.0015447445428513104 0.0013663967237950497 0.0016611727228807822 0.0017631264251932802 0.0017192755485043567 0.0016260568881886423 0.0017995677036213174 0.001224769994987587 0.0011850602966069945 0.0020419253748665354
leaf_weight=67 56 84 92 91 95 84 57 92 54 58 63 100 52 97 85 53 72 61 84 153 96 375 64 480 156 56 53 53
leaf_count=67 56 84 92 91 95 84 57 92 54 58 63 100 52 97 85 53 72 61 84 153 96 375 64 480 156 56 53 53
internal_value=0 0.000765657 0.00161357 0.00110518 0.000522388 0.00158962 0.00165495 0.00136157 0.00135166 0.00140164 0.00133772 0.00120135 0.00136122 0.00123061 0.000672222 0.000789299 0.00155674 0.00168572 0.00167215 0.00159331 0.00148019 0.00171207 0.0015475 0.00168622 0.00171053 0.00141315 0.00104013 0.00191271
internal_weight=0 635 2348 265 370 2256 1674 159 174 582 498 307 207 155 286 201 191 1515 1454 489 249 965 120 855 240 128 106 110
internal_count=2983 635 2348 265 370 2256 1674 159 174 582 498 307 207 155 286 201 191 1515 1454 489 249 965 120 855 240 128 106 110
is_linear=0
shrinkage=0.0032998


Tree=3706
num_leaves=30
num_cat=0
split_feature=1 1 12 3 160 1 15 13 52 2 15 51 3 2 447 13 3 42 12 12 483 13 3 52 2 15 15 13 12
split_gain=43.7588 6.69197 5.69323 3.92155 2.25705 2.88718 2.1345 1.44303 1.31862 1.04975 1.03931 1.03511 1.60898 1.10387 0.890434 0.818549 0.810392 1.0902 0.734393 0.729904 0.668698 0.752746 0.661047 0.59632 0.551304 0.50773 0.917985 0.771068 0.465383
threshold=0.10575500000000002 0.13074500000000003 0.087605000000000002 -0.07298499999999998 -0.086854999999999988 0.10123500000000001 -0.26361999999999991 -0.05171499999999999 -0.072144999999999987 0.11366500000000002 -0.45775499999999997 -0.096089999999999981 0.093925000000000022 0.092855000000000007 0.084420000000000009 -0.13871999999999998 0.040040000000000006 0.073240000000000013 0.090995000000000006 0.091290000000000024 -0.091559999999999989 -0.016319999999999998 -0.010059999999999998 0.047345000000000005 0.11558500000000001 -0.032144999999999993 0.090725000000000014 -0.014114999999999997 0.098355000000000012
decision_type=2 2 2 2 2 2 2 2 2 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 9 18 11 10 -8 -4 14 -3 -6 13 22 15 -1 17 -2 -5 20 -17 -22 -13 -15 -18 27 -27 -21 -10
right_child=1 6 8 4 5 -7 7 -9 28 -11 -12 12 -14 23 -16 19 24 -19 -20 25 21 -23 -24 -25 -26 26 -28 -29 -30
leaf_value=0.0026667626632260011 0.00064113408324088838 0.00071371627249050117 0.0022896161620736787 0.0025437225929859724 0.0022480537543757189 0.0010989681720698103 0.00064831013520449997 0.0013954558385769113 0.001898631571556303 0.0018156386316686899 0.00010023840150430964 0.0019045444510673883 0.0013782916203180175 0.0015600920225707173 0.0018216933810094491 0.0026589780793153453 0.0015581314209502542 0.0012625159651196798 0.0020340949473018183 0.0022048712656285115 0.0022142314969920331 0.0024079136345980796 0.0023987621410151904 0.0019655677920015807 0.0010866369446503518 0.0024013390393642646 0.0020543839662841294 0.0016900763050966452 0.0014520433290682773
leaf_weight=53 69 64 61 70 81 54 52 62 52 65 57 54 69 81 53 53 52 56 57 67 713 324 68 80 58 148 196 62 52
leaf_count=53 69 64 61 70 81 54 52 62 52 65 57 54 69 81 53 53 52 56 57 67 713 324 68 80 58 148 196 62 52
internal_value=0 0.00117301 0.00143275 0.00214952 0.00192247 0.00181997 0.000730755 0.00105496 0.00190286 0.00222989 0.000425014 0.0019098 0.00183187 0.00194233 0.002246 0.0022599 0.00110252 0.000919795 0.00231527 0.00224608 0.00229349 0.00227478 0.0021803 0.00176179 0.00130985 0.00213673 0.00220376 0.00195772 0.00167568
internal_weight=0 635 400 2348 614 487 235 114 165 1734 121 433 352 283 1669 1616 235 125 127 1563 1090 1037 122 161 110 473 344 129 104
internal_count=2983 635 400 2348 614 487 235 114 165 1734 121 433 352 283 1669 1616 235 125 127 1563 1090 1037 122 161 110 473 344 129 104
is_linear=0
shrinkage=0.0032998


Tree=3707
num_leaves=24
num_cat=0
split_feature=4 14 13 1 1186 43 13 51 13 13 12 42 13 13 13 483 4 4 15 1 49 43 133
split_gain=1.19496 0.787245 0.549214 0.64706 0.802322 0.548226 0.722294 0.550533 0.523601 0.552875 0.528384 0.570955 0.743907 0.517826 0.69014 0.513208 0.411964 0.341897 0.576944 0.43584 0.248386 0.182756 0.320634
threshold=0.0051950000000000008 0.073890000000000011 0.23637000000000002 0.092845000000000025 0.021560000000000003 -0.085154999999999995 -0.090854999999999977 0.0064150000000000014 0.11238500000000001 0.025450000000000004 0.11160500000000002 0.086335000000000009 -0.097454999999999986 -0.17030499999999998 -0.05461499999999999 -0.096724999999999992 0.056815000000000011 -0.0083549999999999978 0.039965000000000007 0.086590000000000014 -0.0037949999999999993 -0.076744999999999994 0.088525000000000006
decision_type=2 2 2 2 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 15 -5 -7 20 9 10 11 13 -13 -2 -15 -1 -16 18 -17 -19 -8 22 -14
right_child=8 -3 -4 5 -6 6 7 -9 -10 -11 -12 12 21 14 16 17 -18 19 -20 -21 -22 -23 -24
leaf_value=0.026095312478652728 0.013922300702595741 0.028193411723101528 0.023706039396927399 -0.010501170774324777 0.032064418036836247 -0.0089034861780740906 0.01666419204993267 0.024253056404410459 -0.0099052062894864935 0.019875066290061912 -0.011014804391492196 0.026656054213212446 0.0041493200305429811 -0.019769092429156757 -0.0099066599658043895 0.0041815461993338294 0.0058804363523180291 0.012682110668659641 0.012161770419594981 0.029800746864386309 0.0038811850187780357 0.00060117414270605281 0.02061527448801679
leaf_weight=64 70 79 93 58 55 66 56 65 68 69 60 66 92 52 64 394 174 210 740 53 189 93 53
leaf_count=64 70 79 93 58 55 66 56 65 68 69 60 66 92 52 64 394 174 210 740 53 189 93 53
internal_value=0 0.0116948 0.0110559 0.0104517 0.0120927 0.00471541 0.00706743 0.0104735 0.00425764 0.00547437 0.00409945 0.0054679 0.0108386 0.000927615 -0.00220284 0.0113396 0.00162762 0.0106624 0.00939068 0.0161387 0.00681035 0.00644475 0.0101803
internal_weight=0 2122 2043 1950 1516 434 376 310 861 793 724 664 304 360 290 1461 238 1397 1134 263 245 238 145
internal_count=2983 2122 2043 1950 1516 434 376 310 861 793 724 664 304 360 290 1461 238 1397 1134 263 245 238 145
is_linear=0
shrinkage=0.16829


Tree=3708
num_leaves=22
num_cat=0
split_feature=9 4 0 42 121 457 4 12 2 2 0 12 12 2 159 4 4 4 52 49 4
split_gain=0.972543 0.865335 1.04399 0.829305 0.801657 0.559424 0.589477 0.884115 0.60789 0.550466 0.413927 0.649307 0.981375 0.395496 0.548118 0.356981 0.306421 0.819293 0.385771 0.283274 0.395546
threshold=-1.0000000180025095e-35 -0.079939999999999983 -0.13955999999999996 0.090775000000000008 -1.0000000180025095e-35 0.12473000000000002 0.31392000000000003 0.095230000000000023 0.13270000000000001 0.11523000000000001 -0.13843999999999998 0.078120000000000009 -0.0089849999999999982 0.10859000000000001 -0.022294999999999995 -0.078704999999999983 -0.17568999999999999 -0.092854999999999979 -0.11480999999999998 -0.081019999999999981 0.0043700000000000006
decision_type=2 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 -3 6 10 8 9 -8 19 12 -12 14 -4 -13 18 -18 -16 -6 -21
right_child=1 4 3 -5 5 -7 7 -9 -10 -11 11 15 -14 -15 16 -17 17 -19 -20 20 -22
leaf_value=-0.0084487933102640918 0.03372606459677506 0.026685932307551171 -0.0058879652227548903 0.025420830018749736 0.024891653428032488 -0.010966647296842467 0.0084986940561143556 -0.02065855294402287 0.016576992640810542 -0.014201901412320604 0.0053542754528647374 -0.00555722887329934 -0.022354164662409269 -0.0025744168600775196 0.011633317014393449 0.0085205239337342864 -0.0093763441762360015 0.012808346734857968 0.030398393994331009 0.0013298238429006095 0.018990568476413176
leaf_weight=99 64 55 52 103 57 53 59 52 70 62 119 53 52 72 76 1266 54 367 53 67 78
leaf_count=99 64 55 52 103 57 53 59 52 70 62 119 53 52 72 76 1266 54 367 53 67 78
internal_value=0 0.00850623 0.0130519 0.0113467 0.00663412 0.00607847 0.00654626 -0.00119816 0.00409055 -0.00311817 0.00765956 0.00668819 -0.00306118 0.00919326 0.0106037 0.00795349 0.0121662 0.00995854 0.0193569 0.0148157 0.0108425
internal_weight=0 2884 841 777 2043 1988 1935 243 191 121 1692 1490 171 674 602 1319 550 421 129 202 145
internal_count=2983 2884 841 777 2043 1988 1935 243 191 121 1692 1490 171 674 602 1319 550 421 129 202 145
is_linear=0
shrinkage=0.16829


Tree=3709
num_leaves=27
num_cat=0
split_feature=2 2 2 9 16 150 13 11 123 13 42 2 2 457 16 2 2 40 49 2 2 133 2 16 13 16
split_gain=28.6714 19.0446 5.89672 3.96537 5.36147 3.57013 3.43493 3.0753 2.0983 1.64948 1.27953 1.24758 1.22182 1.0722 1.04303 1.40292 0.708138 0.69788 0.608706 0.453275 0.440613 0.426352 0.40625 0.246596 0.201653 0.19902
threshold=0.12026500000000001 -1.0000000180025095e-35 0.098655000000000007 1.0000000180025095e-35 -0.059289999999999995 1.0000000180025095e-35 -0.092984999999999984 0.07585500000000002 0.088610000000000008 -0.0015099999999999998 0.078120000000000009 0.14073000000000005 0.10859000000000001 0.097330000000000014 0.0077850000000000011 0.084685000000000024 0.091915000000000011 -0.078654999999999989 0.093800000000000008 0.072175000000000017 0.10406500000000002 0.024055000000000003 0.091185000000000002 -0.062279999999999995 -0.07298499999999998 0.092980000000000021
decision_type=2 2 2 2 2 2 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 17 -5 9 -2 13 11 10 -4 -8 20 14 16 24 19 -1 23 -3 -11 -18 -17 -12 -16 -14
right_child=6 2 5 4 -6 -7 8 -9 -10 12 18 -13 25 -15 15 22 21 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00065679705208116965 0.00020374518986363674 0.0019108606511068378 0.0012045342909331189 0.00050455659107952492 0.0019297879280679956 0.00094591135432390205 0.0013655969226169294 0.0025786397617526468 0.00036965051605463648 0.0019308549455212497 0.0016688864459929141 0.00081734053251804567 0.0014892112584531734 0.0014632349129434224 0.0016541848656685494 0.0021122237990579291 0.0016193819768796532 0.00012261971501286716 0.0013937162234662253 0.0020502873346868616 0.0023590410883647787 0.001937597847239482 0.0018023357360741781 0.0019963238235182544 0.0014002169840947986 0.0017854992335854956
leaf_weight=55 92 379 99 53 63 86 102 82 52 55 53 82 52 54 69 95 89 52 53 840 53 100 95 52 74 52
leaf_count=55 92 379 99 53 63 86 102 82 52 55 53 82 52 54 69 95 89 52 53 840 53 100 95 52 74 52
internal_value=0 0.00177939 0.00186403 0.000856161 0.00127891 0.0015649 0.000745076 0.00195246 0.000955954 0.00167832 0.00149993 0.00112146 0.00189442 0.00192383 0.0019381 0.001771 0.00197759 0.000397526 0.00168479 0.00200697 0.00214131 0.00178794 0.00195747 0.00183138 0.00152301 0.00163769
internal_weight=0 2655 2432 223 116 555 328 1877 236 469 257 184 212 1795 1741 333 1408 107 158 1219 108 189 190 105 143 104
internal_count=2983 2655 2432 223 116 555 328 1877 236 469 257 184 212 1795 1741 333 1408 107 158 1219 108 189 190 105 143 104
is_linear=0
shrinkage=0.0032998


Tree=3710
num_leaves=20
num_cat=0
split_feature=13 474 1 16 52 16 0 13 403 402 10 479 403 16 124 0 42 16 402
split_gain=0.720282 0.777494 0.898811 0.488184 1.33175 0.605165 0.68573 0.470539 0.464184 0.725818 0.435571 0.428484 0.393128 0.387649 0.366359 0.628284 0.196711 0.188462 0.163785
threshold=-0.014549999999999999 0.095575000000000007 0.118385 0.24100000000000002 -0.45635499999999996 0.066010000000000013 1.0000000180025095e-35 -0.011154999999999998 -0.43042999999999992 -0.013669999999999998 -0.063134999999999983 0.086045000000000024 0.18996000000000005 -0.5152199999999999 -0.082899999999999988 -0.10114999999999998 0.091605000000000006 -0.034004999999999994 -0.035114999999999993
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 5 -5 6 7 -2 18 16 -11 12 14 -9 -12 -16 -10 -4 -1
right_child=1 -3 17 4 -6 -7 -8 13 9 10 11 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.0055268604829753843 -0.0053940477108454449 0.024949472929516655 -0.0023822434035288653 0.0110944577255225 -0.020525743855510217 0.024436994147831383 -0.010676357994675326 -0.0044598052387904317 0.030279079997749918 -0.0021995417906628817 0.025441107566212026 -0.002938253657551937 -0.0008309643233630308 0.010340788625775558 0.0037013517311451725 0.013626506792198808 0.017035142339288344 -0.014940636585779817 0.0071251060225639437
leaf_weight=60 68 56 74 88 66 58 60 54 65 72 59 58 66 669 221 1002 64 63 56
leaf_count=60 68 56 74 88 66 58 60 54 65 72 59 58 66 669 221 1002 64 63 56
internal_value=0 0.00555969 0.00465334 0.00630776 -0.00244539 0.00779267 0.00665616 0.00797316 0.0108629 0.0116051 0.0105463 0.0112002 0.0118099 0.00923287 0.0124621 0.0118345 0.0237224 -0.00817039 0.000565498
internal_weight=0 1256 1200 1063 154 909 851 791 1723 1607 1478 1406 1348 723 1282 1223 129 137 116
internal_count=2979 1256 1200 1063 154 909 851 791 1723 1607 1478 1406 1348 723 1282 1223 129 137 116
is_linear=0
shrinkage=0.16829


Tree=3711
num_leaves=32
num_cat=0
split_feature=1 1 3 47 3 4 4 124 13 3 3 133 156 3 3 1 3 1 133 133 4 4 13 3 483 1456 3 1 401 3 13
split_gain=29.0079 5.87982 4.06107 2.84463 2.0104 1.1669 1.0623 0.991799 0.920101 0.934778 0.902322 0.681734 0.745425 1.22543 0.852073 0.662658 0.655481 0.586914 0.48063 0.473026 0.441769 0.974694 0.377621 0.374519 0.301819 0.566861 0.275779 0.23572 0.223781 0.15791 0.0660848
threshold=0.098395000000000024 0.12500000000000003 -0.036264999999999992 0.11230000000000001 -0.071369999999999975 0.40052000000000004 -0.021269999999999997 -0.080429999999999988 0.041960000000000004 -0.14326499999999995 -0.0048549999999999991 0.11524500000000001 0.089540000000000022 0.084670000000000009 -0.036264999999999992 0.10711500000000002 -0.097829999999999986 0.077845000000000011 0.092215000000000005 0.50599500000000008 0.071150000000000005 0.50291500000000011 -0.06286499999999999 0.11391500000000002 0.092865000000000017 -0.088304999999999981 -0.077604999999999993 0.11617500000000001 0.078330000000000025 0.018975000000000002 0.11671500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 20 8 15 -4 -6 9 -1 -8 12 13 14 22 -2 -11 28 24 26 -3 -22 -9 -12 25 -18 -20 -17 30 -23 -10
right_child=1 3 6 -5 7 -7 10 11 17 16 23 -13 -14 -15 -16 27 18 -19 19 -21 21 29 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0025521402080382785 0.0017828252068827254 0.00056323948740993651 0.0016828997979574686 0.0016792836766721865 0.0015173664139804418 0.0014473840223308326 0.00084254839911147882 0.0021353395985539477 0.0020777213745893485 0.0018235056600825795 0.001541378324941492 0.0016440362964958426 0.0023818581708712188 0.0016561475994899095 0.0023603583911002168 0.0023154524288727303 0.0025870264370012161 0.0016859335625016413 0.0020671697264022207 0.0023015237673755687 0.0012827735091210963 0.00062960287945548299 0.0017761692766985501 0.0011768504852599673 0.0020366128331508926 0.0022279787824116709 0.001789334656147166 0.0020052119605426457 0.00225776895737597 0.00087555622636731648 0.0019032141152440089
leaf_weight=79 96 53 57 53 57 56 63 60 55 55 53 57 58 95 88 56 52 59 188 82 53 64 73 77 84 883 52 57 52 54 58
leaf_count=79 96 53 57 53 57 56 63 60 55 55 53 57 58 95 88 56 52 59 188 82 53 64 73 77 84 883 52 57 52 54 58
internal_value=0 0.00137919 0.00158783 0.000991178 0.0021164 0.00187273 0.00128569 0.00192907 0.00217018 0.00220031 0.00116819 0.00198343 0.00203507 0.0019713 0.00210662 0.00198653 0.00218038 0.00197161 0.00219499 0.0020822 0.00082821 0.000910129 0.00193847 0.00132574 0.0022306 0.00224798 0.00200712 0.00215927 0.00207355 0.000742456 0.00198846
internal_weight=0 792 515 277 2187 265 250 488 1699 1475 193 431 374 316 221 209 1396 224 1341 322 224 171 133 130 1019 935 240 113 165 118 113
internal_count=2979 792 515 277 2187 265 250 488 1699 1475 193 431 374 316 221 209 1396 224 1341 322 224 171 133 130 1019 935 240 113 165 118 113
is_linear=0
shrinkage=0.0032998


Tree=3712
num_leaves=26
num_cat=0
split_feature=4 3 3 39 42 13 0 0 42 12 3 42 0 15 12 42 4 4 15 3 15 133 15 15 0
split_gain=29.9866 10.716 3.86738 3.59306 2.88193 3.35865 1.97359 1.75138 1.53257 1.38467 1.10068 1.10329 1.09072 1.05723 1.03169 0.768986 1.65797 0.750457 0.744775 0.712284 0.495005 0.42959 0.361759 0.797686 0.461339
threshold=0.40052000000000004 -0.07249499999999999 0.28833000000000003 0.0047850000000000011 -1.0000000180025095e-35 -0.010284999999999997 -0.14920999999999998 -0.105195 0.11791500000000001 0.081320000000000017 0.11745500000000002 -0.064739999999999978 -0.10726999999999999 -0.43091499999999999 0.088665000000000008 0.086435000000000012 -0.08231999999999999 0.51734000000000002 -0.0025249999999999995 0.11391500000000002 0.085665000000000005 0.085895000000000013 -0.074729999999999977 -0.032144999999999993 -0.089364999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 8 -5 21 -1 19 10 -8 11 -3 -11 17 15 20 -17 -9 -13 -2 -14 -6 24 -24 -16
right_child=7 2 -4 4 5 -7 9 13 -10 12 -12 18 14 -15 22 16 -18 -19 -20 -21 -22 -23 23 -25 -26
leaf_value=0.0026514257888820016 0.0014785576114133665 0.0015853278935783876 0.00088659892414022154 0.0020005408300244223 0.0016773165084695888 0.00043504086920917733 0.0015938453284946189 0.0011504380605527212 0.0013192535184243491 0.0017145682525845007 0.0015088418848308918 0.0018940778432705841 0.0022357964786806281 0.00035382673249396193 0.0019033067537844578 0.0015527602206350396 0.0022010180258101105 0.00061263595610980151 0.0022001168296905361 0.000979830585072509 0.0025242408657154725 0.0012485094411617958 0.0017521995931153629 0.0020543373621509913 0.0022709659891168976
leaf_weight=69 52 66 67 55 52 52 62 55 52 78 63 170 429 69 53 56 191 59 183 80 79 52 116 581 138
leaf_count=69 52 66 67 55 52 52 62 55 52 78 63 170 429 69 53 56 191 59 183 80 79 52 116 581 138
internal_value=0 0.00196333 0.00164707 0.00171541 0.00135024 0.00112074 0.00210198 0.000886495 0.00185964 0.0020807 0.00191786 0.00197928 0.00209822 0.000677072 0.00211641 0.00220666 0.00205419 0.000872411 0.00205283 0.00117657 0.00228072 0.00146325 0.00203964 0.0020041 0.00216913
internal_weight=0 2664 812 745 211 156 1852 315 534 1783 482 419 1721 183 1643 755 247 114 353 132 508 104 888 697 191
internal_count=2979 2664 812 745 211 156 1852 315 534 1783 482 419 1721 183 1643 755 247 114 353 132 508 104 888 697 191
is_linear=0
shrinkage=0.0032998


Tree=3713
num_leaves=15
num_cat=0
split_feature=12 4 376 15 34 1420 13 483 401 1211 50 3 124 43
split_gain=0.79317 0.726561 0.581352 0.544852 0.366064 0.376253 0.314288 0.604805 0.682059 0.419346 0.357034 0.217667 0.297386 0.162623
threshold=0.11878500000000002 0.50291500000000011 0.084770000000000026 -1.0000000180025095e-35 -0.023104999999999997 -0.081689999999999985 -0.012839999999999999 0.0015150000000000003 0.085625000000000021 0.081155000000000019 0.11684000000000001 0.040040000000000006 -1.0000000180025095e-35 0.057215000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 -1 -6 9 8 -8 10 -7 12 -3 -11
right_child=3 11 -4 -5 5 6 7 -9 -10 13 -12 -13 -14 -15
leaf_value=0.023104375270638969 0.008072451656132372 0.0046848203380836454 -0.0042056397305321336 -0.014141633894540097 0.02509562111831928 0.011052626837206302 0.0062389850525972138 0.026123771047542696 0.022896620996130369 0.029417414675204537 0.022455861569454831 0.0080026108283012889 -0.012824854544612895 0.016343250770618926
leaf_weight=77 62 52 67 63 55 1319 843 53 76 52 83 61 58 58
leaf_count=77 62 52 67 63 55 1319 843 53 76 52 83 61 58 58
internal_value=0 0.010576 0.0112539 -0.00310907 0.0116505 0.0113024 0.0109963 0.00862938 0.0076185 0.0125167 0.011729 -4.95817e-05 -0.00453122 0.0225401
internal_weight=0 2854 2683 125 2616 2539 2484 972 919 1512 1402 171 110 110
internal_count=2979 2854 2683 125 2616 2539 2484 972 919 1512 1402 171 110 110
is_linear=0
shrinkage=0.16829


Tree=3714
num_leaves=17
num_cat=0
split_feature=48 4 0 43 2 147 4 3 471 0 4 48 160 131 3 3
split_gain=0.875885 0.502799 0.444509 0.42653 0.369653 0.367326 0.433825 0.706149 0.599852 0.642291 1.59853 0.433058 0.403971 0.397002 0.518229 0.372938
threshold=0.14093000000000003 0.50291500000000011 -0.095554999999999987 -0.013049999999999997 0.15205000000000002 0.093835000000000016 0.0019650000000000002 0.0066850000000000008 0.08597500000000001 -0.10594499999999998 -0.12685999999999997 0.083305000000000004 -0.53492499999999987 0.08567000000000001 -0.083874999999999991 -0.078254999999999977
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 6 8 13 9 10 -1 -9 -11 14 -8 -15
right_child=-2 2 3 -5 -6 -7 7 11 -10 12 -12 -13 -14 15 -16 -17
leaf_value=0.024333869233912495 -0.013108614902677359 0.01277941662625042 0.0027687011521761499 -0.017049175443711942 -0.0032434495592499049 -0.0033074917348583791 0.023754605168718038 0.035475496130034749 0.025510019585892187 -0.0036222313784223014 -0.010057472409901661 0.015095156137555587 0.0096892981675375939 -0.0083346532899648742 0.0099971935944545304 0.011367116491381762
leaf_weight=52 53 55 75 52 65 61 103 60 58 67 145 59 1647 52 318 57
leaf_count=52 53 55 75 52 65 61 103 60 58 67 145 59 1647 52 318 57
internal_value=0 0.00870761 0.000131667 -0.00533156 0.00927577 0.00958019 0.00988116 0.0136593 0.00863494 0.00812183 -0.000970435 0.0253861 0.0091679 0.0110229 0.0133673 0.00195162
internal_weight=0 2926 182 127 2744 2679 2618 649 1969 1911 197 119 1714 530 421 109
internal_count=2979 2926 182 127 2744 2679 2618 649 1969 1911 197 119 1714 530 421 109
is_linear=0
shrinkage=0.16829


Tree=3715
num_leaves=29
num_cat=0
split_feature=3 2 2 2 150 39 3 12 15 51 15 12 402 3 15 3 16 51 1203 2 123 2 3 16 2 15 47 3
split_gain=15.2903 4.65678 3.30475 2.68653 1.87658 1.59379 1.1927 1.10669 1.03213 0.998507 1.4143 0.878341 1.00527 1.11202 0.554776 1.17118 1.04722 0.491115 0.409553 0.399007 0.392513 0.330837 0.279511 0.263483 0.221842 0.205421 0.180489 0.0570752
threshold=-0.049204999999999992 0.11891500000000001 0.13501500000000002 -1.0000000180025095e-35 0.094620000000000024 0.086285000000000014 0.28833000000000003 0.093245000000000008 0.025430000000000005 -0.096089999999999981 -0.020389999999999995 0.023990000000000004 0.11348000000000001 -0.15288999999999997 -0.036279999999999993 -0.11017499999999998 -0.080324999999999994 0.086575000000000027 0.087415000000000007 0.096435000000000007 0.088305000000000008 0.10134000000000001 -0.11372999999999998 -0.0042299999999999994 0.093200000000000019 -0.086819999999999994 0.09772500000000002 -0.073614999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 5 8 -2 20 11 9 -5 21 -1 13 -13 15 -9 -16 18 -15 26 25 -11 -18 24 -24 -3 -17 -21
right_child=1 6 -4 4 -6 -7 -8 14 -10 10 -12 12 -14 17 16 19 22 -19 -20 27 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=0.0011139554099149625 0.0011063335934086516 0.00067740573451218345 0.00064450615972770501 0.0015519767920709759 0.00064727167415756792 0.00038871979519951679 0.00022811414517885163 0.0007996406488507598 0.0017242227003865355 0.001397770127500601 0.00070041464839706055 0.0018907600137810488 0.001946893679755141 0.0014562322607459854 0.0017548379240185624 0.0016284252222364545 0.0015396880863897001 0.0017295216221104755 0.0017418652989888966 0.0012756338243159414 0.00048108897682283476 0.0011160804786375777 0.0014957113450176408 0.0011364631075977925 0.0012392950970884146 0.00096893872975554812 0.0013612336978552834 0.0011207760230887264
leaf_weight=57 57 54 55 77 57 83 87 53 52 100 65 81 62 1075 88 53 64 88 59 68 56 87 79 82 74 54 64 52
leaf_count=57 57 54 55 77 57 83 87 53 52 100 65 81 62 1075 88 53 64 88 59 68 56 87 79 82 74 54 64 52
internal_value=0 0.0009166 0.00144412 0.00107964 0.00120693 0.000681143 0.000541017 0.00146506 0.00129057 0.00122192 0.00112093 0.00151754 0.00153437 0.00151472 0.00135476 0.00124473 0.00143712 0.00148976 0.00147112 0.00134411 0.000706793 0.00126691 0.00134349 0.00128991 0.00137192 0.000823498 0.00148257 0.00120882
internal_weight=0 829 2154 578 438 140 251 2099 381 329 252 1422 1365 1303 677 290 387 1222 1134 237 164 187 299 235 153 108 117 120
internal_count=2983 829 2154 578 438 140 251 2099 381 329 252 1422 1365 1303 677 290 387 1222 1134 237 164 187 299 235 153 108 117 120
is_linear=0
shrinkage=0.0032998


Tree=3716
num_leaves=18
num_cat=0
split_feature=1 3 4 14 48 16 3 2 16 34 484 15 1 15 3 48 4
split_gain=15.9715 2.37313 1.61716 1.42463 1.3585 2.15749 1.5089 1.20207 0.857173 0.834248 0.808641 1.04802 0.767815 0.583901 0.562228 0.549268 0.294917
threshold=0.11690500000000002 0.11745500000000002 0.27258000000000004 0.073890000000000011 0.014805 -0.40430999999999989 0.057935000000000007 0.092320000000000013 -0.14158499999999996 -0.079224999999999976 -0.080549999999999983 0.043560000000000008 0.13831000000000002 -0.14773499999999998 -0.041789999999999994 0.13582000000000002 0.41248000000000007
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 12 -7 9 -9 -1 -10 -12 -2 -11 -15 -6 -4
right_child=4 -3 16 -5 15 6 -8 8 10 13 11 -13 -14 14 -16 -17 -18
leaf_value=0.00094005210541353687 0.00058672446679110799 0.00077687985306182557 0.00071831617717273979 0.0017372092433453122 5.913172005333823e-05 0.0011937360853010099 0.00050048208345448042 0.0014922201298946808 0.0015331969711371159 0.001685992876750171 0.0010241996582371357 0.0013308423635155176 6.8244620814991217e-05 0.0013740196560734208 0.0011398040729084526 0.00051567776616980835 0.0010715188743545662
leaf_weight=52 78 99 52 85 63 101 52 91 55 61 422 172 52 1318 124 53 53
leaf_count=52 78 99 52 85 63 101 52 91 55 61 422 172 52 1318 124 53 53
internal_value=0 0.00127878 0.00129876 0.00131647 0.000569268 0.00069262 0.000958351 0.00130087 0.001191 0.00135314 0.00114871 0.00111305 0.000379604 0.0013674 0.0013539 0.00026803 0.000896935
internal_weight=0 2584 2485 2380 399 283 153 2295 740 1555 649 594 130 1503 1442 116 105
internal_count=2983 2584 2485 2380 399 283 153 2295 740 1555 649 594 130 1503 1442 116 105
is_linear=0
shrinkage=0.0032998


Tree=3717
num_leaves=20
num_cat=0
split_feature=1 34 1 3 150 376 1456 43 3 131 12 124 40 12 42 42 13 3 42
split_gain=0.648191 0.602145 0.856349 0.545992 0.399471 0.497247 0.325874 0.589333 0.393255 0.321292 0.400554 0.30767 0.506717 0.473654 0.277287 0.254932 0.191523 0.187091 0.146571
threshold=0.11690500000000002 -0.028269999999999997 0.14920500000000003 0.30863500000000005 0.097540000000000016 0.084545000000000009 -0.065829999999999986 -0.011714999999999998 -0.08175499999999998 0.08987500000000001 0.087325000000000014 -0.086624999999999994 -0.072979999999999975 -1.0000000180025095e-35 0.099665000000000017 0.084895000000000012 -0.0037749999999999993 -0.07822999999999998 0.090645000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 14 5 6 7 8 -1 11 -11 -8 -13 -14 17 -6 18 -3 -12
right_child=1 2 -4 -5 15 -7 9 -9 -10 10 16 12 13 -15 -16 -17 -18 -19 -20
leaf_value=0.016832437977852985 -0.013949994674009612 0.00099078418211533082 0.022918219862908009 -0.013020996149327762 -0.0038712751978294598 0.026366779631961174 -0.0019228032070441141 -0.010379644705701482 -0.000175846943116181 0.02849412950079119 0.019814834934322526 0.026186222629010207 -0.0043528618714621103 0.010158497240236142 -0.0042543388715773648 0.0098072264152711391 0.0038650850954448589 0.013176339387109545 0.0092807052519823883
leaf_weight=85 55 56 62 61 97 53 62 61 70 57 93 54 66 1704 65 64 54 100 64
leaf_count=85 55 56 62 61 97 53 62 61 70 57 93 54 66 1704 65 64 54 100 64
internal_value=0 0.00239145 0.0050094 0.00106563 0.00968557 0.0102251 0.00986335 0.00361897 0.00913969 0.0104887 0.0159515 0.00971147 0.0101079 0.00961638 0.00496193 0.00155498 0.0125548 0.00881355 0.0155321
internal_weight=0 399 344 282 2584 2423 2370 216 155 2154 268 1886 1824 1770 221 161 211 156 157
internal_count=2983 399 344 282 2584 2423 2370 216 155 2154 268 1886 1824 1770 221 161 211 156 157
is_linear=0
shrinkage=0.16829


Tree=3718
num_leaves=33
num_cat=0
split_feature=2 9 10 12 13 2 52 47 0 12 2 52 0 133 42 2 0 12 1456 0 50 52 133 1212 0 0 133 43 15 133 15 15
split_gain=31.8879 11.3068 6.45237 4.68199 4.42528 3.74933 2.76936 2.18925 2.10273 1.74448 1.55884 1.51127 1.64385 1.22054 1.04258 0.971828 0.938508 0.56107 0.493893 0.483364 0.497829 0.469442 0.455688 0.445093 0.369417 0.368428 0.351353 0.315309 0.662423 0.514501 0.252167 0.0627051
threshold=0.11366500000000002 -1.0000000180025095e-35 -0.36237499999999995 0.078120000000000009 -0.15569499999999997 -0.087809999999999985 -0.40011499999999994 0.077735000000000012 -0.10462499999999998 0.092755000000000018 0.084725000000000009 -0.063199999999999992 -0.096444999999999989 0.083815000000000014 -0.087244999999999975 0.10433000000000002 -0.045139999999999993 0.11466500000000002 0.078920000000000018 -0.085784999999999986 0.08461500000000001 -0.06860999999999999 0.087400000000000019 0.058905000000000006 -0.028049999999999995 -0.087284999999999988 0.0029250000000000005 -0.0019849999999999994 0.085775000000000004 0.086100000000000024 -0.010069999999999997 -0.10646499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 31 -3 -6 8 15 10 13 -8 -13 19 30 21 17 23 27 25 -21 -7 -20 -16 -10 -5 -14 29 -29 -12 -11 -4
right_child=2 3 4 9 6 7 11 -9 24 14 18 12 26 -15 16 -17 -18 -19 22 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 -32 -33
leaf_value=0.00072280098795230146 -7.1064645794585515e-05 0.00081445528764151863 0.00060287866560798892 0.0021752968908811876 0.0019564649630457822 0.0017911917387937145 0.00069650542994189083 0.0022481748239545842 0.0021098995829547601 0.0019783220002523734 0.0020859446206149515 0.00088507083804453986 0.0013554430219897867 0.0026027194993143185 0.0017610727546098644 0.0010604455594207095 0.0014629712996569002 0.0021524335913224216 0.002408770962127803 0.0019107825929247557 0.002231928672532503 0.0013625488289977946 0.0019672734888704184 0.0020649601523535658 0.0017618224646462803 0.0025005871144129425 0.0017042428874559808 0.00161431314887963 0.0020195049870336116 0.0018752443692991486 0.002297590294219826 0.00043959463400600413
leaf_weight=88 58 55 55 146 57 54 61 74 64 54 274 71 73 75 340 66 79 61 53 137 89 60 52 64 74 54 58 87 92 245 60 53
leaf_count=88 58 55 55 146 57 54 61 74 64 54 274 71 73 75 340 66 79 61 53 137 89 60 52 64 74 54 58 87 92 245 60 53
internal_value=0 0.00188522 0.000961214 0.00192767 0.00110118 0.00162248 0.00129619 0.00173576 0.0016164 0.00199719 0.00206732 0.00115295 0.00129061 0.00221235 0.00185814 0.00138076 0.00179761 0.00185439 0.00197679 0.00214354 0.00203741 0.0015659 0.00219046 0.0018093 0.0019235 0.0022633 0.00151014 0.0019446 0.00182277 0.00198655 0.00214667 0.000523075
internal_weight=0 2497 486 2409 428 447 320 392 318 1962 1304 263 202 501 658 180 544 465 803 426 226 114 105 404 138 200 131 698 179 519 114 108
internal_count=2983 2497 486 2409 428 447 320 392 318 1962 1304 263 202 501 658 180 544 465 803 426 226 114 105 404 138 200 131 698 179 519 114 108
is_linear=0
shrinkage=0.0032998


Tree=3719
num_leaves=16
num_cat=0
split_feature=2 15 457 47 13 0 0 14 2 0 15 0 2 15 2
split_gain=26.6541 7.76363 3.83558 2.75448 2.64157 2.12067 2.03044 1.66069 1.2751 1.54208 1.13511 2.16876 0.65014 0.294918 0.227488
threshold=0.13554000000000002 -0.38214499999999996 0.035070000000000011 0.12339500000000002 -0.17030499999999998 -0.12851999999999997 -0.078244999999999995 0.073890000000000011 0.25063000000000007 -0.075914999999999996 -0.19153499999999998 -0.105195 1.0000000180025095e-35 -0.097454999999999986 0.088135000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 -3 -4 14 10 9 -2 -6 -12 -1 -11 -7
right_child=8 2 5 -5 7 6 -8 -9 -10 13 11 -13 -14 -15 -16
leaf_value=0.00073582588448813351 0.00030267155508117277 0.0012430031220645925 0.0010180794029122206 0.0011673753327267938 0.002273893158380167 0.001739534051513872 0.0011651631899640461 0.0023694277430433724 0.00018654732427884698 0.00077746076686943221 0.0015224810644721249 0.0018825768483423774 0.0012190406960110904 0.001116740414804652 0.0020456959539756564
leaf_weight=69 58 74 93 65 71 52 64 73 61 52 203 1870 55 63 60
leaf_count=69 58 74 93 65 71 52 64 73 61 52 203 1870 55 63 60
internal_value=0 0.00175788 0.00179601 0.00183868 0.00185771 0.00142214 0.00163545 0.00187822 0.000597533 0.000742243 0.00186147 0.00184733 0.000950439 0.000963633 0.00190386
internal_weight=0 2749 2625 2356 2291 269 176 2217 234 173 2144 2073 124 115 112
internal_count=2983 2749 2625 2356 2291 269 176 2217 234 173 2144 2073 124 115 112
is_linear=0
shrinkage=0.0032998


Tree=3720
num_leaves=17
num_cat=0
split_feature=48 124 42 14 483 0 3 474 16 1452 1456 3 49 2 52 0
split_gain=0.824163 0.567176 0.670257 0.584073 0.542872 0.404479 0.402549 0.381478 0.610941 0.409532 0.389888 0.27355 0.474279 0.308389 0.245414 0.183288
threshold=0.13991500000000004 -0.078884999999999983 -1.0000000180025095e-35 -0.23835999999999999 0.058525000000000008 -0.074679999999999983 0.12478500000000002 0.085925000000000015 0.26768500000000006 0.087120000000000017 0.086095000000000019 -0.084699999999999984 0.0062600000000000008 0.087170000000000011 -0.046194999999999993 -0.11167499999999998
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 -4 7 9 14 10 -5 -6 13 -13 -9 -8
right_child=-2 3 5 4 11 -7 15 8 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=0.018028853138779184 -0.0093456857801996352 0.023823769070886784 -0.012491657940756604 0.0099509339774645229 0.025387213649971718 0.0048041843525760009 -0.0062024620585950634 -0.012560957062174203 0.017106606491746446 0.023422202777462642 0.023328910396382029 0.017333002862817776 0.027683989553030992 0.0023084373325519738 0.0032465412363947752 0.0072083939439098162
leaf_weight=54 61 98 76 1893 86 77 62 56 54 71 64 73 54 83 55 54
leaf_count=54 61 98 76 1893 86 77 62 56 54 71 64 73 54 83 55 54
internal_value=0 0.0104044 0.00190393 0.0110548 0.0105737 -0.00377547 0.0097021 0.0102131 0.00241759 0.0108465 0.0103894 0.0173667 0.0140735 0.00935068 -0.00471223 2.50349e-05
internal_weight=0 2910 207 2703 2605 153 2309 2193 165 2028 1957 296 210 156 111 116
internal_count=2971 2910 207 2703 2605 153 2309 2193 165 2028 1957 296 210 156 111 116
is_linear=0
shrinkage=0.16829


Tree=3721
num_leaves=19
num_cat=0
split_feature=4 2 12 3 43 4 2 2 3 2 474 1447 3 43 4 475 157 12
split_gain=15.6591 9.05524 2.44723 1.96031 1.22214 1.19364 1.0324 1.14568 0.850668 0.658601 0.627246 0.954214 0.80178 0.606286 0.498742 0.487492 0.473426 0.29726
threshold=0.31392000000000003 0.13388500000000003 -0.010419999999999997 0.11269500000000002 -0.049999999999999996 -0.50946499999999995 -0.007134999999999999 0.094765000000000016 -0.010724999999999998 0.15305000000000002 0.085925000000000015 -0.085354999999999986 -0.15755 0.0066850000000000008 0.50027500000000014 -0.082539999999999988 -0.081189999999999984 -0.093719999999999984
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 8 -4 -1 -8 -2 -3 11 -7 -13 14 -6 -12 -17 -9
right_child=4 9 3 -5 13 10 7 17 -10 -11 15 12 -14 -15 -16 16 -18 -19
leaf_value=0.00082591510389539021 0.00069884881961511944 0.0008156314464111262 0.0020460584108646209 0.0010065122691144672 0.00079577889973604231 0.0019126068082371123 0.0017044422195387876 0.00094807678756247992 0.00012559878213194649 0.00032822133758378939 0.0015818842582064293 0.0012640121523206883 0.0015787170522181832 0.00057312289832545007 0.0011748628273837269 0.0014880413448302009 0.0010800393190132762 0.001303512805249865
leaf_weight=61 62 73 57 69 83 90 58 53 52 52 87 94 1771 58 71 56 72 52
leaf_count=61 62 73 57 69 83 90 58 53 52 52 87 94 1771 58 71 56 72 52
internal_value=0 0.00148052 0.00152354 0.0015557 0.000713824 0.0015727 0.00119364 0.00133104 0.000437675 0.000613151 0.00156025 0.00157899 0.00156287 0.000862153 0.00097078 0.00138971 0.00125882 0.00112444
internal_weight=0 2645 2520 2296 326 2227 224 163 114 125 2170 1955 1865 212 154 215 128 105
internal_count=2971 2645 2520 2296 326 2227 224 163 114 125 2170 1955 1865 212 154 215 128 105
is_linear=0
shrinkage=0.0032998


Tree=3722
num_leaves=24
num_cat=0
split_feature=39 160 457 157 160 475 1212 43 16 160 472 474 1456 16 42 49 123 2 159 160 159 12 151
split_gain=0.757823 0.537566 0.741564 0.568684 0.572017 0.534887 0.500085 0.368482 0.502275 0.577488 0.301799 0.412291 0.346162 0.296632 0.559677 0.459036 0.278432 0.278134 0.250676 0.494756 0.24697 0.2217 0.200025
threshold=0.055555000000000007 -0.012019999999999998 -0.086469999999999977 -0.08107499999999998 -0.082339999999999983 -0.082539999999999988 0.040035000000000008 -0.073404999999999984 -0.43491999999999992 0.083295000000000022 -0.066904999999999978 0.023345000000000001 -0.077489999999999989 0.024125000000000004 0.083725000000000008 0.036605000000000006 0.084995000000000015 0.095850000000000005 0.018290000000000004 0.049100000000000012 0.10323000000000002 -0.083219999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 22 -5 13 8 -2 21 -4 12 -12 15 -15 17 -9 -7 19 -14 -20 -10 -1
right_child=7 2 10 5 -6 6 -8 16 9 -11 11 -13 18 14 -16 -17 -18 -19 20 -21 -22 -23 -24
leaf_value=0.0046418071725057687 0.011370511946525943 -0.010549224563112971 -0.0017725273822179978 0.032096186611906836 -0.0089606396924961865 0.015262006067516919 0.030088293649268127 0.016096644686360604 -0.02202603045821902 0.0062222300263739564 0.022723281411959641 0.022882728829159104 0.0090227422385950086 0.018296619628434468 -0.0020350533425933727 0.026573168455669285 0 0.0020595624928752658 0.020845851717783054 -0.0017221420518961966 0.0081038905237435371 -0.006570332610271892 0.017404075860406709
leaf_weight=65 58 55 67 56 53 210 55 72 53 61 52 65 1260 69 86 86 53 58 91 134 83 53 76
leaf_count=65 58 55 67 56 53 210 55 72 53 61 52 65 1260 69 86 86 53 58 91 134 83 53 76
internal_value=0 0.0102972 0.00867698 0.0138918 0.00592533 0.0163817 0.0148182 0.00195344 -0.00211007 -0.0068027 0.00928157 0.00972217 0.00919302 0.0131647 0.00700423 0.015857 0.00928213 0.0124115 0.00874316 0.00798859 0.0147781 -0.0143151 0.0115335
internal_weight=0 2621 1807 814 194 620 564 350 225 167 1752 1685 1620 509 155 354 125 268 1568 1394 174 106 141
internal_count=2971 2621 1807 814 194 620 564 350 225 167 1752 1685 1620 509 155 354 125 268 1568 1394 174 106 141
is_linear=0
shrinkage=0.16829


Tree=3723
num_leaves=21
num_cat=0
split_feature=4 39 13 14 0 15 11 43 16 12 14 16 52 4 0 15 4 12 402 52
split_gain=47.5685 15.0083 9.34676 2.90559 2.6292 3.36614 2.39567 2.28163 1.89608 1.82259 1.1276 1.44719 1.10137 0.962293 2.35065 0.9411 0.768705 0.653391 0.40669 0.387338
threshold=0.31392000000000003 0.055555000000000007 -0.16392499999999996 0.073890000000000011 -0.10726999999999999 -0.098139999999999991 0.078065000000000009 -0.031974999999999996 -0.094854999999999981 0.09253500000000002 -0.45687499999999998 -0.49057499999999993 -0.036309999999999988 -0.50690499999999983 -0.050249999999999996 -0.033234999999999994 0.41823000000000005 -0.088189999999999977 0.022145000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 10 12 -7 13 -2 16 17 -6 -15 19 -12 -3 -17 -11
right_child=6 7 3 -5 9 8 -8 -9 -10 15 11 -13 -14 14 -16 18 -18 -19 -20 -21
leaf_value=0.00056949365854636177 0.00048636080060771914 0.00060644817044658923 0.0017522397034259037 0.0022460923822537628 0.0021600376809804991 0.0013614022349513874 0.00083093129796419762 0.0012855843798434345 0.00053054312684866468 0.0014913534934359188 -0.0001152147609477355 -0.00038197855767617959 0.00092405802969112928 0.0017524280196475953 0.0012084807651653289 0.0016665400829094376 0.00038885101936725694 0.00011614094443796958 0.001391576767040858 0.0012473004594824905
leaf_weight=92 55 57 90 84 55 55 53 58 66 155 58 84 53 1153 94 363 76 62 72 136
leaf_count=92 55 57 90 84 55 55 53 58 66 155 58 84 53 1153 94 363 76 62 72 136
internal_value=0 0.00152491 0.00160163 0.00164249 0.00161983 0.00126855 0.000188875 0.000719187 0.000908498 0.00165636 6.40976e-05 -4.22751e-05 0.000527987 0.00173043 0.00171145 0.00152348 0.00017041 0.00035129 0.00162111 0.00137742
internal_weight=0 2645 2415 2323 2239 211 326 230 121 2028 273 218 172 1302 1247 726 134 119 435 291
internal_count=2971 2645 2415 2323 2239 211 326 230 121 2028 273 218 172 1302 1247 726 134 119 435 291
is_linear=0
shrinkage=0.0032998


Tree=3724
num_leaves=25
num_cat=0
split_feature=39 160 3 51 157 484 160 2 160 3 9 151 15 43 2 484 15 133 160 15 15 160 15 123
split_gain=0.646032 0.394946 0.64349 0.696011 0.393371 0.655875 0.704398 0.413856 0.401099 0.441347 0.374584 0.363915 0.538736 0.7885 0.451601 0.35673 0.331113 0.263965 0.37628 0.283714 0.247253 0.495384 0.191827 0.0667073
threshold=0.082115000000000007 -0.012019999999999998 0.12478500000000002 0.10446500000000002 -0.08107499999999998 0.085040000000000018 -0.060659999999999992 0.08511500000000001 -0.082339999999999983 -0.082054999999999975 0.084755000000000011 -0.091674999999999993 -0.014669999999999997 -0.095674999999999982 0.086275000000000004 0.096680000000000016 -0.050004999999999994 -0.0065299999999999993 -0.081204999999999986 -0.0065999999999999991 -0.26361999999999991 0.085305000000000006 -0.088819999999999982 0.081180000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 10 8 6 17 -7 9 -1 11 -3 13 -13 -14 -9 20 -6 19 -19 -2 23 -4 -22
right_child=16 2 22 -5 5 7 -8 15 -10 -11 -12 12 14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25
leaf_value=0.0030061411838429733 -0.0016719947293256452 0.019714798692486629 0.0027092665420212314 0.025944985277468545 -0.00080026747247045047 0.034336122397875028 0.026603674540664278 0.028335405470498964 -0.0063692051116710112 0.022221655310549728 0.021722872042370465 0.019598529260311619 0.0060175582790826911 -0.00045176186852288416 0.013041893969025435 0.010237603280140962 -0.0069306352393210154 0.0081323052378312437 -0.0023247036750337988 0.01997210448439677 0.019622585106752456 -0.0044199144243347041 -0.0104505270710033 0.01112909445703081
leaf_weight=84 98 71 68 67 74 62 70 52 53 57 58 65 530 381 510 77 89 131 53 103 56 52 58 52
leaf_count=84 98 71 68 67 74 62 70 52 53 57 58 65 530 381 510 77 89 131 53 103 56 52 58 52
internal_value=0 0.00964526 0.00825538 0.00912463 0.0127226 0.0147882 0.0111422 0.0230061 0.00609063 0.0107869 0.00842571 0.00792922 0.00736491 0.00246634 0.00946391 0.0175468 0.00191201 0.00813915 0.0104503 0.0133515 0.00496934 0.00904839 -0.00333416 0.0155498
internal_weight=0 2624 1808 1682 816 622 431 191 194 141 1615 1557 1486 446 1040 129 347 361 287 234 258 160 126 108
internal_count=2971 2624 1808 1682 816 622 431 191 194 141 1615 1557 1486 446 1040 129 347 361 287 234 258 160 126 108
is_linear=0
shrinkage=0.16829


Tree=3725
num_leaves=23
num_cat=0
split_feature=2 2 2 2 457 43 11 51 49 42 160 51 2 159 43 133 42 456 1456 157 159 124
split_gain=43.5131 34.6133 8.98431 5.76672 4.99327 4.67019 1.9689 1.78206 1.58149 1.51213 1.24724 1.23948 1.36099 0.954127 0.813922 0.942246 0.810254 1.30084 0.667738 0.606675 0.444507 0.410248
threshold=0.12026500000000001 -1.0000000180025095e-35 0.098655000000000007 0.15305000000000002 0.041935000000000007 -1.0000000180025095e-35 0.077165000000000025 -0.094454999999999983 1.0000000180025095e-35 0.082690000000000013 0.0065900000000000012 -0.26433999999999996 0.092155000000000015 0.011235000000000002 -0.051239999999999987 0.046800000000000008 0.084185000000000024 1.0000000180025095e-35 -0.085469999999999977 -0.0036449999999999994 -1.0000000180025095e-35 -0.082254999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 8 7 21 11 -4 9 -2 14 -3 16 20 15 -9 17 -13 -18 -16 -14 -1
right_child=3 2 4 -5 -6 -7 -8 10 -10 -11 -12 12 13 -15 19 -17 18 -19 -20 -21 -22 -23
leaf_value=0.00036896631566454277 0.00038143433596085126 0.0016578233437103077 0.0022057881821748748 -4.358840258041218e-05 0.00083572584262574397 0.0011814373327742661 0.0027531997154552437 0.001077919782145236 0.0013200191375889365 0.0010811530370515023 0.0020927769614092736 0.0022420626236691076 0.0020921540849386509 0.0023153783232156611 0.002036624845220986 0.0016946515915956207 0.0024773760849984292 0.0027438439527106675 0.0020984888162675166 0.0016185194730882252 0.0017360995209292267 -3.7310917726732221e-05
leaf_weight=55 69 54 97 94 66 92 62 56 76 66 72 691 54 59 54 53 56 62 672 134 143 53
leaf_count=55 69 54 97 94 66 92 62 56 76 66 72 691 54 59 54 53 56 62 672 134 143 53
internal_value=0 0.00195388 0.00206446 0.000635851 0.00168618 0.00063504 0.00217304 0.00180656 0.000938706 0.00072378 0.00170152 0.00215294 0.00216831 0.00194499 0.00160655 0.00137812 0.00220689 0.00228342 0.00212768 0.0017388 0.00183388 0.000169263
internal_weight=0 2585 2385 305 532 200 1853 466 211 135 369 1791 1737 256 297 109 1481 753 728 188 197 108
internal_count=2890 2585 2385 305 532 200 1853 466 211 135 369 1791 1737 256 297 109 1481 753 728 188 197 108
is_linear=0
shrinkage=0.0032998


Tree=3726
num_leaves=18
num_cat=0
split_feature=10 0 10 0 41 51 160 1 1452 1 1429 48 48 0 0 0 42
split_gain=0.947143 0.655874 0.751809 0.759925 0.643579 0.609906 0.438274 0.531612 0.403411 0.397075 0.384951 0.387841 0.371304 0.403606 0.295244 0.293086 0.194457
threshold=0.057650000000000007 -0.076589999999999978 -1.0000000180025095e-35 0.048595000000000006 0.083975000000000008 -0.40444499999999994 -0.0033249999999999994 0.082135000000000014 0.088755000000000014 1.0000000180025095e-35 0.085620000000000016 -0.083209999999999992 -0.021829999999999999 -0.23043999999999995 -0.071749999999999994 -0.031129999999999998 0.093535000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 5 8 -4 7 -7 10 -5 11 -1 -13 -14 16 -16 -8
right_child=-2 2 3 9 -6 6 14 -9 -10 -11 -12 12 13 -15 15 -17 -18
leaf_value=0.024948520518634481 -0.0097834981175655006 -0.0092045417451654798 0.018282491964505116 0.0074876471686571057 0.028653139294732354 -0.01878271332590278 0.004682709118756281 0.0025345113053619286 0.025568752867537813 0.024353070236111225 -0.0012745997228046815 -0.0020901855142145638 0.025382953508714643 0.01056198782945654 0.011272433078560112 -0.0026005454313757321 -0.0089535841576896553
leaf_weight=55 72 84 83 66 60 52 67 91 52 100 75 63 54 1583 227 53 53
leaf_count=55 72 84 83 66 60 52 67 91 52 100 75 63 54 1583 227 53 53
internal_value=0 0.00975126 0.00592432 0.00753117 0.0114766 0.00484281 0.00278519 -0.00520464 0.010928 0.0176584 0.010511 0.0110157 0.0105639 0.011052 0.00564605 0.00864006 -0.00132502
internal_weight=0 2818 876 792 1942 626 543 143 1882 166 1830 1755 1700 1637 400 280 120
internal_count=2890 2818 876 792 1942 626 543 143 1882 166 1830 1755 1700 1637 400 280 120
is_linear=0
shrinkage=0.16829


Tree=3727
num_leaves=22
num_cat=0
split_feature=15 16 43 0 43 15 0 160 2 52 3 3 3 155 150 158 3 2 0 0 2
split_gain=1.18595 0.892528 0.527252 0.947187 0.942286 0.908331 0.546295 0.478415 0.455648 0.662927 0.58925 0.400428 0.519342 0.360533 0.357743 0.658103 0.348858 0.276703 0.321376 0.225443 0.169664
threshold=-0.42443999999999993 -0.42170999999999997 -0.03898999999999999 -0.00077999999999999999 -0.046639999999999994 -0.15300999999999995 0.12441000000000001 0.0012900000000000001 0.093470000000000011 -0.41694999999999993 0.11995000000000001 0.085090000000000013 -0.078254999999999977 0.089885000000000007 0.083205000000000015 0.082560000000000008 -0.13117499999999996 0.11002000000000002 -0.076204999999999981 -0.06976499999999998 0.099845000000000003
decision_type=2 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 13 20 7 8 11 -10 -11 12 -7 16 15 -9 -2 18 -18 -19 -4
right_child=2 -3 5 -5 -6 6 -8 14 9 10 -12 -13 -14 -15 -16 -17 17 19 -20 -21 -22
leaf_value=0.0046020271762510371 -0.003145598312957072 -0.020603112178301589 0.032817064704865138 -0.0095982530637026553 -0.014738788986366973 0.0086898996961087809 0.026522141789412701 0.036267595411275139 0.016083301159509348 -0.005815074444058284 0.012249697480754326 -0.0037469534035326512 0.020312366043601419 -0.0037706308539398304 0.006119286015114943 0.011032841563406713 0.010247787932315504 0.0093990160340868632 0.0019310125542603023 0.024058955518031361 0.01909115736749805
leaf_weight=92 62 70 52 100 52 509 52 53 80 206 68 55 139 65 58 66 779 55 159 66 52
leaf_count=92 62 70 52 100 52 509 52 53 80 206 68 55 139 65 58 66 779 55 159 66 52
internal_value=0 -0.00627799 0.00853629 0.00614853 0.00742194 0.0108334 0.00960781 0.00889359 0.00753456 0.00260378 -0.00132529 0.0100149 0.0111858 0.00839509 0.0169992 0.0222869 0.00910211 0.00982085 0.00883993 0.0174102 0.0259714
internal_weight=0 162 2728 1338 1238 1390 1286 1234 1057 354 274 703 648 1186 177 119 1121 1059 938 121 104
internal_count=2890 162 2728 1338 1238 1390 1286 1234 1057 354 274 703 648 1186 177 119 1121 1059 938 121 104
is_linear=0
shrinkage=0.16829


Tree=3728
num_leaves=26
num_cat=0
split_feature=1 15 52 123 13 14 1 123 0 0 0 0 1 52 43 43 0 16 43 43 159 52 1 484 13
split_gain=72.3164 13.4401 6.42054 6.09994 4.2023 4.03817 3.83159 3.44623 2.72517 2.45989 2.35716 2.25261 1.84436 1.3709 1.79261 1.33123 1.20976 0.83383 0.870763 0.803068 0.575227 0.545614 0.415831 0.388486 0.216105
threshold=0.10423500000000001 -0.26361999999999991 -0.40011499999999994 1.0000000180025095e-35 -0.27740999999999993 0.073890000000000011 0.13130500000000003 0.083795000000000022 -0.13843999999999998 -0.061204999999999989 -0.072924999999999976 -0.10726999999999999 0.085720000000000005 -0.42946499999999993 -0.036849999999999994 0.00042000000000000007 -0.037444999999999992 0.052690000000000008 0.16744000000000003 -0.081454999999999986 0.018290000000000004 0.024870000000000003 0.14646500000000004 0.084225000000000008 -0.035924999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 -3 5 -4 10 -2 8 -6 -10 11 12 20 -12 16 -16 21 18 23 -19 -1 -15 -8 -13 -20
right_child=1 2 4 -5 7 -7 22 -9 9 -11 13 17 -14 14 15 -17 -18 19 24 -21 -22 -23 -24 -25 -26
leaf_value=0.0022000001209736618 0.00058039291721455495 0.0020037209710460314 0.00011520156183398263 0.001136403238249088 0.00078672255443278159 0.0027980808680371835 -0.0001538337415323061 0.00036273726840803638 0.0018495257451179045 0.00094982035760917077 0.0021313179094057354 0.0021375998682090654 0.0013364977347712055 0.0014229823735677596 0.002226919836761581 0.0016608114326801657 0.0010266788346991369 0.0021347219701044126 0.0019981841025698758 0.0016575260140325671 0.0017291834098655278 0.0018793591949538494 -0.00054203463098873592 0.0023284513747150633 0.0016962892460957767
leaf_weight=65 89 68 62 87 88 72 72 61 92 52 101 1043 79 63 84 100 52 72 55 85 52 54 52 136 54
leaf_count=65 89 68 62 87 88 72 72 61 92 52 101 1043 79 63 84 100 52 72 55 85 52 54 52 136 54
internal_value=0 0.000734018 0.00107441 0.00199405 0.000896307 0.00202847 5.7853e-05 0.00106147 0.00124504 0.00152488 0.002002 0.00206036 0.0017274 0.00179097 0.0016935 0.00191944 0.00144728 0.0021055 0.00213338 0.00187659 0.00199105 0.00163392 -0.000316912 0.00215964 0.00184894
internal_weight=0 636 423 2254 355 2167 213 293 232 144 2095 1641 196 454 353 184 169 1445 1288 157 117 117 124 1179 109
internal_count=2890 636 423 2254 355 2167 213 293 232 144 2095 1641 196 454 353 184 169 1445 1288 157 117 117 124 1179 109
is_linear=0
shrinkage=0.0032998


Tree=3729
num_leaves=19
num_cat=0
split_feature=15 13 15 16 10 13 13 133 0 15 16 150 15 12 15 12 403 13
split_gain=0.983753 0.925063 0.950425 0.586421 0.438715 0.365938 0.341936 0.584279 0.303807 0.584321 0.623691 0.488756 0.465851 0.555525 0.443173 0.420045 0.392338 0.155728
threshold=-0.42443999999999993 -0.098524999999999988 -0.14151499999999997 -0.42170999999999997 -1.0000000180025095e-35 -0.15325499999999995 -0.089024999999999979 -0.059689999999999993 -0.085349999999999995 0.084435000000000024 0.0097750000000000007 0.091155000000000014 0.13248000000000001 0.11534500000000002 -0.094389999999999988 0.084065000000000015 -0.016149999999999994 -0.41572999999999993
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 -3 17 7 -6 9 10 11 -8 13 14 -10 -11 -17 -4
right_child=1 4 5 -5 6 -7 8 -9 12 15 -12 -13 -14 -15 -16 16 -18 -19
leaf_value=0.003793190169123922 0.038346693652516008 -0.004001355360426527 0.013353796460148011 -0.016635504920254257 0.0093045589085535355 0.020695337412378081 0.0085096448811690182 -0.011015142998716665 -0.0071693296197667998 0.032670766621596417 -0.0088418543548940201 0.022795298291510977 -0.008382361330795186 0.023667514125894774 0.0075148618278230595 0.0037122395876294004 0.024432140770383446 0.00098665497370857688
leaf_weight=92 52 91 53 70 92 95 531 71 61 52 52 78 54 58 1220 52 52 64
leaf_count=92 52 91 53 70 92 95 531 71 61 52 52 78 54 58 1220 52 52 64
internal_value=0 0.00846837 0.0179408 -0.00502293 0.00745274 0.0129271 0.00789274 0.000442624 0.00844141 0.0110216 0.00883038 0.0103423 0.00692683 0.00754557 0.00681421 0.0202948 0.0140895 0.00660422
internal_weight=0 2728 264 162 2464 212 2373 163 2210 817 661 609 1393 1339 1281 156 104 117
internal_count=2890 2728 264 162 2464 212 2373 163 2210 817 661 609 1393 1339 1281 156 104 117
is_linear=0
shrinkage=0.16829


Tree=3730
num_leaves=30
num_cat=0
split_feature=1 1 12 1 49 13 39 4 1210 1 4 49 3 12 42 4 3 402 4 42 3 4 3 49 12 4 484 42 4
split_gain=41.552 6.977 6.01303 3.23743 2.00111 1.87284 2.3208 1.28523 0.990467 0.903396 0.866049 0.930874 0.732178 0.630066 0.813198 0.629106 1.24368 0.713717 0.787654 0.609998 0.581326 0.57384 0.836974 0.559819 0.416328 0.407873 0.358358 0.120696 0.0912714
threshold=0.10575500000000002 0.12765500000000005 0.085075000000000026 0.09518500000000002 -0.048359999999999993 -0.10939499999999998 0.087735000000000021 0.046185000000000004 -0.080804999999999974 0.11378500000000001 0.38865500000000003 -0.0019649999999999997 -0.016814999999999997 0.095980000000000024 -0.024804999999999997 -0.0083549999999999978 -0.073614999999999986 0.089785000000000018 -0.111135 0.085495000000000015 -0.086064999999999989 -0.37626499999999991 -0.027864999999999997 -0.008624999999999999 0.080635000000000012 0.078235000000000013 0.05583500000000001 0.094110000000000013 0.50541500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 7 -5 -3 -7 8 19 -4 11 -2 27 14 -9 16 17 18 -10 -1 -19 -18 -23 -17 -25 -16 -26 -6 -12
right_child=1 5 9 4 12 6 -8 13 15 -11 28 -13 -14 -15 25 23 21 20 -20 -21 -22 22 -24 24 26 -27 -28 -29 -30
leaf_value=0.001930215861269961 0.00097708330597898944 0.00017411962470847069 0.0020412084417301374 0.00096825349172903301 0.0017489984386128373 0.0011901884235404375 0.00040995109276903077 0.0014962358308124579 0.0016948962841138511 0.0015206389843797348 0.0010225993032212809 0.00039438339918332381 0.0013936066399892954 0.0014800777390183537 0.0017623178202966919 0.0018805470904912052 0.0020265750114322472 0.0024419711729052394 0.0020057908257283628 0.0014316315735970534 0.0020226603397187704 0.0017957823723666205 0.0012830292372078228 0.0024535687077099962 0.002056038530396067 0.0021413908051764242 0.0023565726612624497 0.0019695322879236983 0.0012257521196355383
leaf_weight=52 66 96 68 53 66 74 95 55 101 80 52 55 58 79 56 90 54 70 841 57 78 108 52 52 198 74 58 54 52
leaf_count=52 66 96 68 53 66 74 95 55 101 80 52 55 58 79 56 90 54 70 841 57 78 108 52 52 198 74 58 54 52
internal_value=0 0.000952293 0.00124322 0.00190393 0.00153264 0.000542661 0.000751802 0.00194524 0.00197673 0.00176006 0.000903105 0.000712511 0.0017005 0.00172908 0.00183522 0.00199637 0.00196094 0.0020063 0.00197249 0.00166981 0.00222122 0.00172975 0.00162936 0.00211236 0.00217998 0.00197837 0.00212427 0.00184853 0.00112451
internal_weight=0 638 373 2306 231 265 169 2075 1811 148 225 121 178 264 185 1702 1304 1090 942 109 148 214 160 398 308 130 256 120 104
internal_count=2944 638 373 2306 231 265 169 2075 1811 148 225 121 178 264 185 1702 1304 1090 942 109 148 214 160 398 308 130 256 120 104
is_linear=0
shrinkage=0.0032998


Tree=3731
num_leaves=22
num_cat=0
split_feature=2 2 2 16 3 16 39 52 52 2 52 52 14 3 52 2 51 52 16 402 1446
split_gain=35.0708 12.2325 11.9929 7.19472 5.90823 2.86976 2.25289 1.87793 1.97191 1.6636 1.29162 0.865985 0.791575 0.988938 2.21388 0.908365 0.662493 0.629034 0.83751 0.589902 0.527953
threshold=0.10656 -1.0000000180025095e-35 0.16730000000000003 -0.071704999999999991 -0.046079999999999989 -0.27637999999999996 0.084075000000000011 0.042815000000000006 -0.0037699999999999995 0.10179000000000001 -0.07167999999999998 1.0000000180025095e-35 0.064610000000000015 -0.024819999999999998 -0.091869999999999993 0.087665000000000007 0.11178000000000002 -0.26876499999999998 -0.0038249999999999998 0.13174500000000003 0.091520000000000018
decision_type=2 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 -5 8 10 12 -6 -11 13 16 -15 -16 19 -7 -19 20 -3
right_child=2 9 -4 6 7 17 -8 -9 -10 11 -12 -13 -14 14 15 -17 -18 18 -20 -21 -22
leaf_value=0.00045545588982027834 0.0008265221053778552 0.0019863690336038892 -0.00023257299519925589 0.0021530369773537631 0.00062843426209879241 0.0018491836454067752 0.0011973879946506267 0.0012726641064461897 0.00025684565632992819 0.001350014885195725 0.0012957077672833834 0.0018910140019407393 0.0022717748231217958 0.0022924864594082968 0.0018200862026923738 0.0013153186979241022 0.001669583959578911 0.0017818992556399647 0.001255671207374306 0.0016467215911099564 0.0023226672157005694
leaf_weight=100 58 1461 77 55 75 99 53 73 82 78 55 56 85 57 69 91 77 62 72 55 54
leaf_count=100 58 1461 77 55 75 99 53 73 82 78 55 56 85 57 69 91 77 62 72 55 54
internal_value=0 0.00185715 0.000990137 0.00109372 0.00115365 0.00148453 0.00168439 0.000815677 0.000658152 0.00193337 0.000911013 0.00157637 0.00195789 0.00194356 0.00173282 0.00153322 0.00197131 0.00164818 0.00149941 0.00198608 0.00199838
internal_weight=0 2291 653 208 576 291 108 285 212 2083 130 134 1949 1864 217 160 1647 233 134 1570 1515
internal_count=2944 2291 653 208 576 291 108 285 212 2083 130 134 1949 1864 217 160 1647 233 134 1570 1515
is_linear=0
shrinkage=0.0032998


Tree=3732
num_leaves=21
num_cat=0
split_feature=2 1210 474 52 0 0 52 475 1429 0 151 151 49 48 49 52 159 0 0 49
split_gain=1.40853 0.564515 0.557652 0.809431 1.26671 0.521093 0.659104 0.40178 0.601022 0.39653 0.351698 0.783851 0.535371 0.513283 0.45962 0.342872 0.603557 0.359788 0.213778 0.212019
threshold=0.10859000000000001 -0.080804999999999974 0.089190000000000005 -0.40011499999999994 -0.040094999999999992 -0.13955999999999996 -0.0092149999999999992 -0.086349999999999982 0.082195000000000018 -0.064734999999999987 -0.092954999999999982 -0.084059999999999982 0.10947000000000003 0.0046200000000000008 -0.013914999999999999 0.27203000000000005 -0.032069999999999994 -0.12368999999999998 -0.081604999999999997 -0.021474999999999998
decision_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 3 -2 5 19 -7 8 -3 -8 13 14 15 -9 -12 17 -17 -13 -1 -5
right_child=2 7 -4 4 -6 6 9 10 -10 -11 11 12 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.004432468408256637 0.014437083090046009 0.0059321195840731618 0.013170477434016153 5.4911534095541234e-05 -0.023868300388739976 -0.0091051995338847676 0.016924220902936216 0.0084527755195878372 0.030127399138151278 -0.0005371675206404849 -0.015886601763165312 0.0033806156323541014 -0.0074023998901235699 0.029460561528977386 0.0058579440803287943 0.0087279741071335081 -0.012017872254593488 0.011606801858024962 -0.010095986267891386 -0.013381557728187393
leaf_weight=61 73 53 79 52 80 70 100 77 65 58 56 169 52 58 54 158 53 1431 54 91
leaf_count=61 73 53 79 52 80 70 100 77 65 58 56 169 52 58 54 158 53 1431 54 91
internal_value=0 0.00911112 -7.05908e-06 -0.00199718 -0.00466125 -0.000514728 0.00447504 0.00970527 0.0192753 0.010503 0.00916872 0.00859832 0.00941374 0.0174917 -0.00519567 0.00989759 0.00350842 0.010739 -0.00237397 -0.00848301
internal_weight=0 2341 603 524 451 371 228 2226 118 158 2108 1973 1863 135 110 1811 211 1600 115 143
internal_count=2944 2341 603 524 451 371 228 2226 118 158 2108 1973 1863 135 110 1811 211 1600 115 143
is_linear=0
shrinkage=0.16829


Tree=3733
num_leaves=19
num_cat=0
split_feature=2 1 156 15 1203 1210 1209 1210 15 106 15 1213 1 52 13 15 47 3
split_gain=0.974469 0.539435 0.551395 0.522611 0.41709 0.396861 0.427206 0.581461 0.374606 0.350823 0.425503 0.428065 0.405354 0.182363 0.142688 0.28572 0.139031 0.0291591
threshold=0.10859000000000001 0.1062 0.089695000000000011 -0.070454999999999976 0.088010000000000019 -0.084799999999999986 0.090230000000000019 -0.052634999999999994 -0.26361999999999991 0.085650000000000018 -0.097794999999999979 0.12439000000000001 0.12200500000000002 0.10955000000000002 0.0014600000000000001 -0.067614999999999995 0.082930000000000018 0.0012800000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 13 3 8 5 -1 7 -7 17 10 12 -12 -9 14 15 -2 -10 -3
right_child=1 2 -4 -5 -6 6 -8 9 16 -11 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0041742127442913578 -0.00285253282196588 -0.0079322641844327829 0.0089610741044339297 -0.020733199812921752 0.019772073961855055 0.02506167836069376 -0.007452342096623368 0.015982250243180538 0.009128818363231905 -0.0057274530110366199 0.0062939566725897129 0.021539165780063509 0.00026026509533228387 0.013619565838128306 -0.0037502651543581253 0.013094348069089105 -0.0028213464390778459 -0.013699292509959261
leaf_weight=84 55 52 71 66 77 55 52 279 56 55 1629 54 56 65 57 75 54 52
leaf_count=84 55 52 71 66 77 55 52 279 56 55 1629 54 56 65 57 75 54 52
internal_value=0 -5.36968e-06 -0.00427331 -0.00763559 0.00757833 0.00716282 0.00760048 0.00796916 -0.00358774 0.0075148 0.0078766 0.00678418 0.0133595 0.00593213 0.00325042 0.00633377 0.00324604 -0.0108331
internal_weight=0 603 351 280 2341 2264 2180 2128 214 2073 2018 1683 335 252 187 130 110 104
internal_count=2944 603 351 280 2341 2264 2180 2128 214 2073 2018 1683 335 252 187 130 110 104
is_linear=0
shrinkage=0.16829


Tree=3734
num_leaves=23
num_cat=0
split_feature=4 3 3 14 10 150 2 49 16 4 15 3 42 3 49 12 3 3 4 160 43 3
split_gain=20.9207 8.13707 3.41715 3.00032 2.37205 2.21607 1.45358 1.17761 1.38086 1.2091 2.64735 1.11784 0.827407 0.824842 0.672895 0.489588 0.764356 0.722527 1.3804 0.61007 0.338172 0.125165
threshold=0.27998000000000006 -0.046079999999999989 0.28833000000000003 -0.45687499999999998 -1.0000000180025095e-35 0.082590000000000011 0.12336000000000001 -0.06017999999999999 -0.20132999999999998 -0.50139499999999992 -0.033234999999999994 0.12955000000000003 0.093705000000000024 0.085090000000000013 0.10960000000000002 0.083785000000000012 -0.14884499999999998 -0.15870999999999996 -0.10701499999999999 -0.5407249999999999 -0.082739999999999994 -0.082914999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -2 -3 11 14 13 -9 -10 -11 12 -5 -6 15 16 -1 -17 -19 -20 -18 -16
right_child=3 2 -4 5 7 -7 -8 8 9 10 -12 -13 -14 -15 21 17 20 18 19 -21 -22 -23
leaf_value=0.0015679857101680756 0.0013336367083245204 0.00072127605180339087 0.00047476525330498618 0.00073355393878610882 0.0014137349376016236 0.001054952670713122 0.0012234239251664631 0.00179880723396444 0.0016662676896890521 0.0013920725252657366 0.00065811481585565377 -1.2410877611441459e-05 0.00020282257027695328 0.0019916903573784094 0.0015571883487663029 0.0019998666422958011 0.0018673710060039511 0.0011610224278163508 0.001348501727508708 0.001711866604441058 0.0022474579308792305 0.0013198754373047366
leaf_weight=54 66 63 58 84 54 69 73 53 53 140 87 59 52 55 52 83 54 54 53 1524 52 52
leaf_count=54 66 63 58 84 54 69 73 53 53 140 87 59 52 55 52 83 54 54 53 1524 52 52
internal_value=0 0.00158592 0.00123429 0.000703986 0.00132145 0.00054644 0.00168242 0.00140691 0.00130901 0.00121617 0.00111093 0.000366323 0.000530886 0.00170569 0.00169935 0.00171378 0.0018903 0.00169728 0.00168186 0.00169968 0.00205416 0.00143887
internal_weight=0 2614 563 330 505 264 2051 442 333 280 227 195 136 109 1978 1874 160 1714 1631 1577 106 104
internal_count=2944 2614 563 330 505 264 2051 442 333 280 227 195 136 109 1978 1874 160 1714 1631 1577 106 104
is_linear=0
shrinkage=0.0032998


Tree=3735
num_leaves=31
num_cat=0
split_feature=2 1 2 50 1 474 16 52 15 398 133 13 2 13 133 16 13 132 3 2 1 3 151 13 402 16 16 3 52 399
split_gain=1.34311 0.522398 1.33375 0.687355 0.99758 0.816699 0.983274 2.84529 0.52732 0.463016 0.383375 0.865811 0.94929 0.642475 0.619501 0.533573 0.522836 0.504891 0.587273 0.28078 0.400169 0.561647 0.28132 0.289249 0.316591 0.255939 0.540451 0.221912 0.210208 0.204715
threshold=0.17553000000000005 0.077375000000000013 1.0000000180025095e-35 0.088865000000000013 0.083960000000000021 0.081755000000000008 -0.33811499999999994 -0.060344999999999996 -0.063834999999999989 0.082420000000000007 1.0000000180025095e-35 -0.086944999999999981 0.087925000000000017 -0.085684999999999997 0.091315000000000021 -0.00017499999999999997 -0.069874999999999979 -0.0097849999999999968 -0.016294999999999994 -0.007134999999999999 0.10877000000000002 -0.014254999999999999 -0.063719999999999985 0.032645000000000007 0.087945000000000009 0.15273500000000004 -0.0057949999999999989 -0.07106999999999998 -0.069059999999999996 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 9 19 4 -4 6 8 -8 -6 10 17 12 -12 -13 15 -15 -16 29 25 20 -3 -22 -21 24 27 26 -19 -24 -7 -1
right_child=-2 2 3 -5 5 28 7 -9 -10 -11 11 13 -14 14 16 -17 -18 18 -20 22 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.02188887183596782 -0.017662352817286123 -0.0041079505954879176 -0.024314770733516514 0.013264607661977018 -0.001720809225520556 0.0048133742881130964 -0.0018325201612715549 -0.045890617786643606 0.018009667691267214 0.023238065640694031 0.0087148347694971911 -0.007677956592329351 0.037301740876003193 0.01104538856429252 -0.0029080235337342821 0.028667256153158138 0.010684870005788827 0.0055865607191381587 -0.01405339766661063 0.022041803500171091 0.023093750719870867 -0.0013762396741457284 0.0076986437699121477 -0.0017578062934570382 0.023507843582066024 0.015247031635055247 -0.011800681856898041 0.019323615594648829 0.019192342317342053 0.0082934129111998326
leaf_weight=60 67 97 58 80 106 64 192 53 60 59 66 66 66 152 133 72 201 396 52 59 53 53 312 55 52 58 58 55 53 67
leaf_count=60 67 97 58 80 106 64 192 53 60 59 66 66 66 152 133 72 201 396 52 59 53 53 312 55 52 58 58 55 53 67
internal_value=0 0.00643123 0.00409102 -0.00136323 -0.00336327 -0.00105838 -0.00459287 -0.0113708 0.00539987 0.00860863 0.00801088 0.010632 0.0230219 0.00800815 0.00986672 0.0167176 0.00526675 0.00514063 0.002978 0.00902897 0.00368948 0.0108418 0.0110592 0.0096884 0.0111952 0.00471126 0.00336133 0.0094457 0.0113423 0.0147306
internal_weight=0 2908 1402 666 586 528 411 245 166 1506 1447 756 132 624 558 224 334 691 564 736 203 106 533 474 419 512 454 367 117 127
internal_count=2975 2908 1402 666 586 528 411 245 166 1506 1447 756 132 624 558 224 334 691 564 736 203 106 533 474 419 512 454 367 117 127
is_linear=0
shrinkage=0.16829


Tree=3736
num_leaves=28
num_cat=0
split_feature=3 3 4 4 150 39 16 43 4 151 4 43 4 3 3 12 159 39 4 51 43 159 3 16 3 156 16
split_gain=15.5739 6.28711 3.61917 2.16355 1.68567 2.18156 1.18689 1.3931 0.989824 1.4934 1.44405 0.784068 0.765206 0.965624 0.607106 0.606224 0.567218 0.526708 0.458061 0.477138 0.59128 0.394751 0.329514 0.328533 0.294233 0.223692 0.192029
threshold=-0.049204999999999992 0.28833000000000003 -0.37626499999999991 0.27998000000000006 0.11680000000000001 0.089155000000000012 -0.014854999999999998 -0.17773999999999998 -0.019794999999999997 -0.0035949999999999997 0.04105000000000001 -0.031974999999999996 -0.49269499999999994 -0.11151499999999999 -0.071369999999999975 0.095815000000000011 0.011235000000000002 0.098380000000000009 -0.089119999999999991 0.0045000000000000014 -0.020604999999999995 0.086140000000000008 -0.087169999999999984 -0.0021749999999999994 -0.074234999999999982 0.087795000000000012 -0.067654999999999979
decision_type=2 2 2 2 2 2 2 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 6 5 8 14 -8 -4 -10 -11 17 -9 -14 16 23 18 -7 -1 22 -21 -3 -20 -15 -17 -2 -16
right_child=1 21 4 -5 -6 11 7 12 9 10 -12 -13 13 15 26 24 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0016485973087209094 0.0016297081381250096 -4.3820332947413154e-05 0.00063871928624405628 0.00085463744644524817 0.0002591465106243331 0.00062565078064183931 0.00077511114938417711 0.00164675792783006 0.00076907783793681874 0.0016431282174251985 0.0010477644035079175 0.00088568362040254754 0.00089000359646564076 0.0012534104127213262 0.0013270289181216491 0.0012509690223968418 0.0016819349542459376 0.00017396184264944413 0.0013154293493281492 0.0014021389699349644 0.00095069861361878776 0.00032600940647798369 0.0014657173685624204 0.0014339234054242627 0.00096557591152580491 0.0013186462760654642 0.001074073400126411
leaf_weight=84 53 73 64 103 55 56 63 60 102 70 123 53 71 193 68 90 95 57 230 73 57 55 563 271 73 52 68
leaf_count=84 53 73 64 103 55 56 63 60 102 70 123 53 71 193 68 90 95 57 230 73 57 55 563 271 73 52 68
internal_value=0 0.000786417 0.000911862 0.00132229 0.000809674 0.000867282 0.00134567 0.00124801 0.00101204 0.00109292 0.00126388 0.000554 0.00128727 0.00125631 0.0014104 0.00129774 0.00143624 0.000398119 0.00141303 0.00139155 0.00120447 0.000114816 0.00142217 0.00135892 0.00112337 0.00147599 0.00120081
internal_weight=0 813 685 2162 580 525 2059 821 359 295 193 166 758 698 1238 627 1102 113 1007 923 130 128 793 464 163 105 136
internal_count=2975 813 685 2162 580 525 2059 821 359 295 193 166 758 698 1238 627 1102 113 1007 923 130 128 793 464 163 105 136
is_linear=0
shrinkage=0.0032998


Tree=3737
num_leaves=18
num_cat=0
split_feature=1 0 0 13 4 43 13 13 456 4 16 43 51 4 16 16 16
split_gain=1.05976 0.68987 0.486922 0.587941 0.439802 0.812216 0.51004 0.398025 0.363868 0.587314 0.529664 0.388663 0.832983 0.344531 0.48792 0.371691 0.31817
threshold=0.13074500000000003 -0.22163999999999998 -0.10998999999999999 -0.086004999999999984 0.40736500000000003 -0.0068849999999999996 -0.16140499999999997 1.0000000180025095e-35 0.08542000000000001 -0.010909999999999998 -0.014854999999999998 -0.25708499999999995 0.086450000000000013 0.074650000000000008 -0.11082499999999999 -0.4193599999999999 -0.33811499999999994
decision_type=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 -3 -5 10 -10 13 -12 -13 14 -8 -15 -1
right_child=2 4 3 7 5 -7 8 -9 9 -11 11 12 -14 15 -16 -17 -18
leaf_value=0.0046766659126286012 0.0093255733038477701 -0.0057393546326106422 -0.024267043754920913 0.0050446835404106957 0.0039712186504743596 0.031607872334303386 0.018831115051634012 -0.013565624295177471 0.02512242793489932 0.0034571181515094941 -0.010469217852589594 0.0030610578839308164 0.023466211621286426 0.0076323977391655681 0.0086165546132964867 -0.0085032061312405351 -0.012020466319169528
leaf_weight=55 52 88 52 74 63 58 153 58 80 64 52 804 61 116 1005 62 78
leaf_count=55 52 88 52 74 63 58 153 58 80 64 52 804 61 116 1005 62 78
internal_value=0 0.00671235 -0.00503669 -0.00910536 0.007316 0.0172334 0.00683238 -0.00311896 0.00729467 0.0155059 0.00676905 0.00365118 0.00450211 0.00890775 0.0099677 0.00200204 -0.00510213
internal_weight=0 2739 236 184 2606 121 2485 132 2397 144 2253 917 865 1336 1158 178 133
internal_count=2975 2739 236 184 2606 121 2485 132 2397 144 2253 917 865 1336 1158 178 133
is_linear=0
shrinkage=0.16829


Tree=3738
num_leaves=29
num_cat=0
split_feature=3 3 0 43 48 43 10 12 48 0 16 43 0 51 0 0 16 12 12 0 3 0 1374 16 0 0 16 3
split_gain=23.9398 6.96071 4.34656 4.08956 2.37497 1.84133 1.71139 1.58312 1.18563 1.20638 2.12288 0.973032 0.930173 0.872386 0.642706 0.580749 0.805259 0.500739 0.491245 1.24762 0.5897 0.509435 0.460607 0.458248 0.395861 0.251571 0.183488 0.0660157
threshold=-0.049204999999999992 0.28833000000000003 -0.060094999999999989 -0.033049999999999989 0.10184000000000001 -0.083479999999999985 -1.0000000180025095e-35 0.095330000000000012 0.036755000000000003 0.027395000000000006 -0.0088649999999999996 -0.097764999999999977 -0.091399999999999995 -0.012999999999999999 -0.11167499999999998 0.10923000000000001 0.053305000000000012 -0.087789999999999993 0.082425000000000012 -0.11327499999999999 -0.078759999999999983 -0.082304999999999975 0.079005000000000006 -0.076439999999999994 -0.072374999999999981 -0.07106999999999998 -0.26194999999999996 -0.07792499999999998
decision_type=2 2 2 2 2 2 2 2 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 6 8 -4 -2 18 9 10 26 -8 -9 -14 -3 16 -7 -13 -1 -20 22 -22 24 -15 -21 27 -5 -25
right_child=1 14 5 4 -6 15 11 12 -10 -11 -12 17 13 23 -16 -17 -18 -19 19 20 21 -23 -24 25 -26 -27 -28 -29
leaf_value=0.0021253901259198978 0.00045537336400564471 0.00056915352660276961 0.0009905082559634982 0.0014430520670995768 0.00078165959488242281 0.0011338986759612053 0.0014254627449468895 0.001283778966636853 0.0018581638221354384 0.0018540422810111295 0.00087868041117079214 0.0010565801518662582 0.0013856544163510945 0.0019925408243805566 9.859592347549963e-05 0.0017467512832250415 0.0016504295911343751 0.00065511139731978839 0.0014154537606164094 0.0018799509239021239 0.0014983647078809339 0.0018512466804008686 0.0015746772781934106 0.001687574550874261 0.0021461718657567038 0.001522061671139003 0.0016940569638881858 0.0018567581850879979
leaf_weight=65 75 70 97 83 58 65 53 78 80 52 84 88 82 78 58 88 68 56 76 978 90 92 52 54 67 67 56 65
leaf_count=65 75 70 97 83 58 65 53 78 80 52 84 88 82 78 58 88 68 56 76 978 90 92 52 54 67 67 56 65
internal_value=0 0.00106293 0.0017273 0.00119494 0.001402 0.00137054 0.000880417 0.00178881 0.00150325 0.00139987 0.00129381 0.00104206 0.0016112 0.00168491 0.000356207 0.00153718 0.00139825 0.000900698 0.00184181 0.00182818 0.00185268 0.00167694 0.0018818 0.00177773 0.00189705 0.00168746 0.00154443 0.00178028
internal_weight=0 813 2162 685 413 318 272 1844 355 275 223 197 424 346 128 221 133 144 1420 1355 1279 182 1097 264 1045 186 139 119
internal_count=2975 813 2162 685 413 318 272 1844 355 275 223 197 424 346 128 221 133 144 1420 1355 1279 182 1097 264 1045 186 139 119
is_linear=0
shrinkage=0.0032998


Tree=3739
num_leaves=18
num_cat=0
split_feature=1 10 0 160 150 13 147 0 4 157 15 3 475 474 150 15 15
split_gain=0.873344 0.578628 0.499331 0.41114 0.444679 0.731021 0.579529 0.397839 0.343892 0.328675 1.70062 0.986945 0.418167 0.58071 0.321439 0.233788 0.223586
threshold=0.13074500000000003 -0.088499999999999981 -0.22163999999999998 -0.53327999999999987 0.099490000000000009 -0.084964999999999985 0.086295000000000011 -0.033754999999999993 0.018150000000000003 -0.080299999999999996 -0.0058149999999999999 -0.082234999999999989 -0.080909999999999996 0.084330000000000002 0.084380000000000024 0.089835000000000012 -0.41343999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 15 6 -6 9 16 -1 10 11 -5 13 -11 -14 -4 -3
right_child=1 7 3 4 5 -7 -8 -9 -10 12 -12 -13 14 -15 -16 -17 -18
leaf_value=0.006216826844721109 -0.01893726941539586 -0.012408965117856529 -0.010794938251121799 0.025405155611081871 -0.016312421939859139 0.0082273647382699114 0.024162655371227679 0.013034540706889615 -0.010970187175580152 0.0087101177161631963 -0.020526013197757435 -0.0029936838616295598 0.007430896703334417 0.03135620263340378 0.017585426042407863 0.0049264155660704986 0.0017819497828620967
leaf_weight=60 55 55 53 74 56 89 64 53 73 82 67 65 1856 53 93 54 73
leaf_count=60 55 55 53 74 56 89 64 53 73 82 67 65 1856 53 93 54 73
internal_value=0 -0.00381921 0.00684559 0.00735913 0.00779671 -0.00123768 0.00835397 0.000764751 -0.00320314 0.00791137 0.00148814 0.0121122 0.00854544 0.0176141 0.00791636 -0.00284401 -0.00430167
internal_weight=0 236 2739 2606 2499 145 2354 181 133 2290 206 139 2084 135 1949 107 128
internal_count=2975 236 2739 2606 2499 145 2354 181 133 2290 206 139 2084 135 1949 107 128
is_linear=0
shrinkage=0.16829


Tree=3740
num_leaves=21
num_cat=0
split_feature=4 2 34 11 0 2 2 11 52 2 52 2 0 43 0 49 51 4 4 43
split_gain=42.4535 12.4758 4.12979 3.17055 7.47636 2.77857 1.69981 1.37362 1.1337 1.10833 1.25614 0.897768 0.881628 0.688875 0.554117 0.475142 0.427869 0.395941 0.388994 0.264225
threshold=0.31392000000000003 0.13501500000000002 -0.066379999999999981 1.0000000180025095e-35 -0.11991499999999998 0.14073000000000005 0.10019000000000002 0.08235000000000002 -0.055844999999999992 0.092320000000000013 0.51326500000000019 0.10724500000000002 -0.06612999999999998 -0.073404999999999984 -0.078109999999999985 0.098445000000000019 -1.0000000180025095e-35 0.50996500000000011 0.0019650000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 11 18 -5 -3 10 12 17 -6 15 -15 -11 -9 -2 -4 -13
right_child=5 8 3 7 9 -7 -8 16 -10 13 -12 19 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0010818363233216321 0.00031183248767936798 0.0004613586017516763 0.0013726095842479771 0.0027213148283870892 0.002046338885766579 4.2609068113290092e-06 0.0009887411729434198 0.0023181405255739661 0.0011012134456249898 0.0020407291059176512 0.0015588990357998027 0.00074404905503433277 0.0017434415545492668 0.0015224483493427876 0.0018178293885831932 0.0017040728849147435 0.0019107030836516786 0.00070252831812159862 0.0017402481785574015 0.0010461461445398417
leaf_weight=66 52 54 61 66 1255 72 98 60 69 192 68 54 116 101 234 62 56 63 68 80
leaf_count=66 52 54 61 66 1255 72 98 60 69 192 68 54 116 101 234 62 56 63 68 80
internal_value=0 0.0018471 0.00189753 0.00191961 0.00188572 0.000575678 0.00131733 0.00233937 0.000820588 0.00194932 0.00199894 0.000740765 0.00202074 0.00182804 0.00172888 0.00195869 0.00212175 0.000526172 0.00156668 0.000924668
internal_weight=0 2626 2503 2437 2255 321 227 182 123 2028 1439 249 1371 589 335 254 116 115 129 134
internal_count=2947 2626 2503 2437 2255 321 227 182 123 2028 1439 249 1371 589 335 254 116 115 129 134
is_linear=0
shrinkage=0.0032998


Tree=3741
num_leaves=13
num_cat=0
split_feature=1 1348 12 1 49 43 4 39 1456 43 1 52
split_gain=2.17372 0.712297 0.612973 0.822309 0.583793 0.561723 0.481931 0.586135 0.439484 0.415629 0.402188 0.218348
threshold=0.15028500000000003 0.084490000000000023 -0.14392999999999997 0.13130500000000003 -0.088729999999999989 -0.084629999999999997 0.053925000000000008 0.088025000000000006 -0.063379999999999978 -0.093039999999999984 0.10985500000000002 -0.036309999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 8 -6 -8 -11 -5
right_child=-2 -3 3 11 6 -7 9 -9 -10 10 -12 -13
leaf_value=0.024360688312857936 -0.025219943866707888 -0.010281656526104259 0.0069135269602470274 -0.013607182070350445 0.00041751713542697325 0.028079437724314271 -0.011483289985375931 0.025405586730128892 0.0088958824005327501 0.00029305449415135601 0.012112918703369292 0
leaf_weight=62 59 63 65 52 192 79 54 57 1807 239 124 94
leaf_count=62 59 63 65 52 192 79 54 57 1807 239 124 94
internal_value=0 0.00740423 0.00779928 0.007427 0.008113 0.0185379 0.00750525 0.00856359 0.00808245 0.00228284 0.00433564 -0.00485695
internal_weight=0 2888 2825 2763 2617 144 2473 2056 1999 417 363 146
internal_count=2947 2888 2825 2763 2617 144 2473 2056 1999 417 363 146
is_linear=0
shrinkage=0.16829


Tree=3742
num_leaves=32
num_cat=0
split_feature=3 3 39 43 147 3 123 3 3 16 16 42 159 16 156 3 3 123 43 3 16 47 43 150 16 16 3 43 16 16 43
split_gain=26.7831 9.87938 6.17738 4.25242 2.89904 2.73573 1.9448 1.8451 1.82259 1.41316 1.48693 1.54423 1.45473 1.36222 1.14631 0.990207 0.954907 0.880399 0.850074 0.552877 0.548902 0.519355 1.00442 0.514288 0.470309 0.468248 0.504591 0.44595 0.590835 0.485288 0.174839
threshold=-0.065674999999999983 0.28833000000000003 0.11592000000000001 -0.035884999999999993 1.0000000180025095e-35 -0.18945499999999996 0.088795000000000013 -0.012504999999999997 0.11878500000000002 0.0060400000000000011 -0.16956499999999999 0.089470000000000008 0.08894500000000001 0.24624500000000002 0.085805000000000006 -0.026279999999999998 -0.076289999999999983 0.084000000000000005 0.0031350000000000002 -0.090889999999999985 -0.15693499999999996 0.085165000000000018 -0.10254999999999999 0.10117000000000001 -0.08267999999999999 -0.095564999999999983 -0.08422499999999998 -0.016434999999999995 -0.0048749999999999991 -0.091354999999999978 -0.082094999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 6 7 13 15 -5 24 10 11 19 16 -1 18 -2 21 -17 27 -7 -3 22 -11 -16 -9 -20 -27 28 -12 -29 -24
right_child=1 20 -4 4 -6 9 -8 8 -10 12 14 -13 -14 -15 23 17 -18 -19 25 -21 -22 -23 30 -25 -26 26 -28 29 -30 -31 -32
leaf_value=0.0011049455320049954 0.0016200618564022099 0.0006022853188437803 0.00026756768124412369 0.0012830636649648968 0.00092440629230604874 0.0021557273748354058 0.00067532812128342449 0.0017785175315729992 0.0013653451142397041 0.0024055554272323456 0.0020169846373397499 0.001218172721051997 0.0012948392596302328 0.0017776672994802428 0.0025492137873592302 0.00082626745422365955 0.0015598122285544371 0.0013697144201322447 0.0020616645479647647 0.0016838547654918351 0.00015380235030167976 0.0016637795018418441 0.001743009683765312 0.0021125721521703185 0.0020872278537322889 0.0014624953347547459 0.0018411227907980355 0.0024116668249763592 0.0016687167014774653 0.002074750535898754 0.0019813213497617732
leaf_weight=66 66 52 53 79 55 52 79 84 67 56 560 53 62 66 59 60 95 72 71 59 70 56 61 62 161 52 159 59 60 254 87
leaf_count=66 66 52 53 79 55 52 79 84 67 56 560 53 62 66 59 60 95 72 71 59 70 56 61 62 161 52 159 59 60 254 87
internal_value=0 0.00121854 0.00135579 0.00143551 0.00163512 0.00190211 0.00111399 0.001735 0.00184932 0.00193381 0.00198124 0.00168341 0.00176312 0.00144157 0.00201777 0.00128884 0.0018448 0.00112296 0.00198707 0.00190523 0.000345248 0.0019488 0.00202686 0.00232577 0.00198153 0.00182708 0.00174798 0.00203539 0.00198334 0.00213837 0.00188334
internal_weight=0 898 776 723 446 2049 277 391 312 1917 1500 164 417 132 1336 198 355 132 1215 111 122 260 204 121 245 282 211 933 620 313 148
internal_count=2947 898 776 723 446 2049 277 391 312 1917 1500 164 417 132 1336 198 355 132 1215 111 122 260 204 121 245 282 211 933 620 313 148
is_linear=0
shrinkage=0.0032998


Tree=3743
num_leaves=18
num_cat=0
split_feature=1 2 41 13 52 1455 1452 1456 160 3 51 49 13 52 52 3 4
split_gain=1.63934 0.640534 0.573203 0.898603 0.52962 0.372263 0.35441 0.511305 0.401643 0.317491 0.520895 0.375306 0.357568 0.623996 0.288499 0.372748 0.243233
threshold=0.15028500000000003 0.10523 0.088100000000000012 -0.13226499999999999 0.12371000000000001 -0.088759999999999992 0.084085000000000007 -0.070654999999999982 0.041025000000000006 -0.072649999999999978 -0.26609999999999995 -0.067149999999999987 -0.060719999999999989 -0.080219999999999986 -0.055844999999999992 0.095880000000000007 0.0051950000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 -5 7 -7 -9 10 -3 -11 -12 -14 -13 -16 -6
right_child=-2 4 -4 5 16 6 -8 8 -10 11 12 14 13 -15 15 -17 -18
leaf_value=0.025385533225427314 -0.020848460330973206 0.020213942499238604 -0.0084142469510552088 -0.0020801492161265328 0.02150573677170629 0.024421069354802673 -0.0017847846992737407 0.0079442917442009934 0.014960556994147061 0.01053749321882147 -0.010055180686858445 -0.012100609445951815 -0.0049987754287128781 0.019854229720474407 -0.0077563104757694097 0.007888186860807226 0.0060608460720852292
leaf_weight=94 59 53 53 89 54 63 82 1565 272 52 55 103 62 53 98 77 63
leaf_count=94 59 53 53 89 54 63 82 1565 272 52 55 103 62 53 98 77 63
internal_value=0 0.00748119 0.00885907 0.00928276 0.00291709 0.008551 0.00902929 0.00949695 0.00898415 0.000737281 0.0056451 -0.00257377 0.00109248 0.0064396 -0.0050327 -0.000862465 0.0132046
internal_weight=0 2888 2218 2165 670 2071 1982 1900 1837 553 223 330 170 115 278 175 117
internal_count=2947 2888 2218 2165 670 2071 1982 1900 1837 553 223 330 170 115 278 175 117
is_linear=0
shrinkage=0.16829


Tree=3744
num_leaves=28
num_cat=0
split_feature=1 12 4 1 10 12 12 16 4 3 124 3 151 52 3 158 4 16 475 1 475 16 4 16 1 3 16
split_gain=27.3128 7.04383 4.49255 2.95674 2.61637 1.69684 1.24576 1.06974 1.01921 0.953623 0.93598 0.922295 0.849019 0.76117 0.69555 0.458218 0.524498 0.511414 0.475738 0.555171 0.536267 0.437407 0.708265 0.344132 0.29266 0.266779 0.193926
threshold=0.12257000000000003 0.056995000000000011 -0.15615999999999999 0.095920000000000019 -0.063134999999999983 0.099680000000000005 -0.042789999999999988 -0.055004999999999991 0.00059000000000000014 -1.0000000180025095e-35 -0.082389999999999977 0.11878500000000002 0.015440000000000001 -0.084674999999999986 0.08796000000000001 0.078875000000000015 0.053925000000000008 -0.020389999999999995 -0.0052149999999999992 0.090820000000000012 -0.087769999999999987 -0.073554999999999995 -0.052619999999999993 0.053305000000000012 0.13767000000000004 -0.072649999999999978 -0.28430999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 7 -2 12 24 -4 21 10 -5 -11 15 -9 -1 16 18 -17 20 -20 -3 -7 -23 -8 -6 -10 -18
right_child=4 5 3 9 6 8 23 13 25 11 -12 -13 -14 -15 -16 17 26 -19 19 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=0.0015887507240390029 -9.2527748865539692e-05 0.0015915052827910122 0.0016647485959383099 0.00097606751359374734 0.00059540320512057026 0.0018139408613881366 0.0010872984003199142 0.001469564585583483 0.0014170398833380068 0.0013244492660546157 0.00038775065160621838 0.00076665242282495782 0.0021096243636816335 0.0009150843826794009 0.0021086662854385469 0.0020383602200597334 0.0016069150584367929 0.0016900969658635828 0.0017073533300682583 0.0014962293051216902 0.0019396556080795322 0.001303859725297851 0.00176186122466924 0.00072830811019411912 0.00026150943108190736 0.001128123919701543 0.001328078540556679
leaf_weight=57 59 69 96 55 62 79 64 53 65 71 64 60 60 56 57 93 58 95 944 162 172 84 67 55 54 80 56
leaf_count=57 59 69 96 55 62 79 64 53 65 71 64 60 60 56 57 93 58 95 944 162 172 84 67 55 54 80 56
internal_value=0 0.00158842 0.00126277 0.00111581 0.000528204 0.00167732 0.000684197 0.00140984 0.00147565 0.000874562 0.000659958 0.00106924 0.00172155 0.00118502 0.00184902 0.00170741 0.00168742 0.00186256 0.00170577 0.00167646 0.00184012 0.00161279 0.00150731 0.000921675 0.000440274 0.00125788 0.00147025
internal_weight=0 2653 569 455 294 2084 235 205 375 250 119 131 1709 109 114 1649 1461 188 1347 1106 241 230 151 119 116 145 114
internal_count=2947 2653 569 455 294 2084 235 205 375 250 119 131 1709 109 114 1649 1461 188 1347 1106 241 230 151 119 116 145 114
is_linear=0
shrinkage=0.0032998


Tree=3745
num_leaves=12
num_cat=0
split_feature=10 1208 1446 34 447 2 484 43 130 474 52
split_gain=1.17985 0.615924 0.584934 0.554292 0.355729 0.438507 0.496032 0.408343 0.392785 0.350541 0.248648
threshold=-0.089679999999999982 1.0000000180025095e-35 0.11124000000000002 -0.085009999999999988 0.089885000000000007 0.10656 0.085675000000000015 -0.081454999999999986 -0.071894999999999973 -0.029314999999999997 0.08321000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 7 -7 10 -10 -5
right_child=1 -3 -4 4 -6 6 -8 -9 9 -11 -12
leaf_value=-0.012183892179384037 -0.0081941435764787771 0.0219137151408406 0.02513479393639154 0.026111622471690698 0.019582204321111574 0.013997408587346017 -0.01164492420283542 0.0022124475973192164 0.019688523595203601 0.0074646087065578966 0.0099551625786028271
leaf_weight=84 64 88 53 56 69 107 58 378 69 1940 53
leaf_count=84 64 88 53 56 69 107 58 378 69 1940 53
internal_value=0 0.00803626 0.00760668 0.00727354 0.00763681 0.00732639 0.00305455 0.00481613 0.00842073 0.00788534 0.0182722
internal_weight=0 2935 2847 2794 2730 2661 543 485 2118 2009 109
internal_count=3019 2935 2847 2794 2730 2661 543 485 2118 2009 109
is_linear=0
shrinkage=0.16829


Tree=3746
num_leaves=16
num_cat=0
split_feature=1 1453 1208 1446 15 156 12 1 156 4 12 394 4 484 1
split_gain=0.914428 0.486553 0.400518 0.34524 0.339688 0.326788 0.581681 0.475613 0.536182 0.512869 0.282363 0.251324 0.226265 0.177489 0.26503
threshold=0.15523500000000004 -0.057839999999999996 1.0000000180025095e-35 0.11124000000000002 -0.066784999999999983 0.089540000000000022 0.096315000000000026 0.080320000000000016 0.050840000000000003 -0.17568999999999999 0.083535000000000012 -0.0042249999999999987 -0.083524999999999974 0.087235000000000021 0.084815000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 7 13 10 9 -9 12 -12 -3 14 -7
right_child=-2 2 -4 -5 -6 6 -8 8 -10 -11 11 -13 -14 -15 -16
leaf_value=0.0052392027188887594 -0.015684343943131025 0.0052376635787586443 0.018225860858293946 0.020279282529736466 -0.013206676988208713 0.003562426374595481 -0.0023751509084504975 0.018484738390276079 -0.013186878549272871 0.0030320819239875525 0.014040077734773407 0.0060970707917690579 0.018459973691806783 0.024232052049727844 0.017704209729169012
leaf_weight=55 53 54 88 52 58 56 64 65 54 963 127 1043 117 54 116
leaf_count=55 53 54 88 52 58 56 64 65 54 963 127 1043 117 54 116
internal_value=0 0.00660787 0.00703707 0.00668033 -0.0042127 0.00641901 0.0117638 0.00577857 0.00315093 0.00401089 0.00789737 0.0069608 0.014295 0.0157757 0.0131104
internal_weight=0 2966 2853 2765 113 2713 290 2423 1082 1028 1341 1170 171 226 172
internal_count=3019 2966 2853 2765 113 2713 290 2423 1082 1028 1341 1170 171 226 172
is_linear=0
shrinkage=0.16829


Tree=3747
num_leaves=13
num_cat=0
split_feature=3 34 1443 1453 2 1208 1213 52 42 130 39 12
split_gain=0.668059 0.516401 0.379753 0.451789 0.389851 0.597502 0.46093 0.378719 0.398415 0.338963 0.37523 0.297183
threshold=0.35004500000000011 -0.085009999999999988 0.088395000000000015 -0.057839999999999996 0.092155000000000015 1.0000000180025095e-35 0.066300000000000012 -0.22118499999999996 -0.013819999999999997 -0.024509999999999997 0.084950000000000012 0.087545000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 9 11 -9 -6 -11 -5
right_child=-2 2 -4 4 6 -7 -8 8 -10 10 -12 -13
leaf_value=-0.0090132778527149907 -0.010093274014388491 -0.0055113881695970481 0.019534498218625435 0.024424848074248971 -0.0078656015631933373 0.024509031727229437 -0.011390248879959073 0.010728305063833111 0.0044717767303408479 0.0038420635822395749 0.01336637445492332 0.0087052746278631892
leaf_weight=67 79 99 57 60 60 58 55 405 1007 856 136 80
leaf_count=67 79 99 57 60 60 58 55 405 1007 856 136 80
internal_value=0 0.00558131 0.00592229 0.00564612 0.00605333 0.00772588 0.00361918 0.00709752 0.00626759 0.00440561 0.00514963 0.0154551
internal_weight=0 2940 2873 2816 2717 1610 1107 1552 1412 1052 992 140
internal_count=3019 2940 2873 2816 2717 1610 1107 1552 1412 1052 992 140
is_linear=0
shrinkage=0.16829


Tree=3748
num_leaves=20
num_cat=0
split_feature=9 403 403 156 156 13 43 10 13 1375 49 151 12 157 2 2 2 43 2
split_gain=0.661643 0.50028 0.49474 0.450725 0.604685 0.491626 1.42272 0.603748 0.407666 0.384589 0.482159 0.548973 0.303853 0.512367 1.18153 0.702863 0.21394 0.194206 0.352811
threshold=-0.084439999999999987 -0.13024499999999997 -0.27047999999999994 0.083125000000000018 0.087205000000000019 0.10553500000000002 -0.10761 -0.097169999999999992 0.24450500000000003 -0.081864999999999979 0.15038000000000004 0.072810000000000014 0.096315000000000026 -0.082009999999999986 0.087635000000000005 0.087355000000000002 0.10155500000000002 -0.025079999999999995 0.090295000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 17 5 -5 7 8 -3 -7 -9 11 -11 13 14 -6 -15 -17 18 -2
right_child=1 3 -4 4 12 6 -8 9 -10 10 -12 -13 -14 15 -16 16 -18 -19 -20
leaf_value=-0.01304055806847784 0.01863631942952242 -0.013939995565304042 0.024656130631235576 0.025808284920884609 -0.018471816659043669 -0.0073902357310599021 -0.028310059371294504 -0.0093615459000408567 0.01052162268193433 0.0045724848149218409 -0.0096990270640807189 0.019668837382540473 -0.0038576556143313811 0.030776665633245253 0.016288410856185879 0.00093887657448202722 0.01409624677994404 0.0013430774144261594 0.0014505155479032281
leaf_weight=61 82 53 62 53 53 59 54 57 92 1798 64 71 65 52 58 67 74 86 58
leaf_count=61 82 53 62 53 53 59 54 57 92 1798 64 71 65 52 58 67 74 86 58
internal_value=0 0.00465882 0.011326 0.00393899 0.00898773 0.00299043 -0.00486233 0.00377927 0.00351105 0.0042521 0.00465446 0.00514693 0.0065669 0.00880174 -0.00029263 0.0140415 0.00785691 0.00766109 0.0115293
internal_weight=0 2958 288 2670 422 2248 205 2043 151 1990 1933 1869 369 304 111 193 141 226 140
internal_count=3019 2958 288 2670 422 2248 205 2043 151 1990 1933 1869 369 304 111 193 141 226 140
is_linear=0
shrinkage=0.16829


Tree=3749
num_leaves=20
num_cat=0
split_feature=1 52 9 4 2 2 39 41 2 1 1 51 4 1 1375 150 4 43 13
split_gain=36.8453 7.27627 3.68903 2.62055 2.39983 2.49696 2.06513 1.65826 1.51013 1.41586 1.40145 1.03014 1.00817 0.918305 0.778307 0.755836 0.521496 0.400999 0.314556
threshold=0.10575500000000002 -0.25811499999999993 -1.0000000180025095e-35 0.27258000000000004 0.10043500000000001 -0.054704999999999997 0.0047850000000000011 0.075585000000000013 0.10803500000000001 0.13872000000000004 0.088035000000000016 0.10532000000000001 -0.50393499999999991 0.098715000000000011 -0.083119999999999986 0.097540000000000016 0.44128500000000004 -0.078169999999999976 -0.065824999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -4 7 8 12 11 -8 15 -1 14 -14 16 -6 -10 -19
right_child=1 2 4 -5 9 -7 10 -9 17 -11 -12 -13 13 -15 -16 -17 -18 18 -20
leaf_value=0.0019413414587038694 0.0015850547290752037 -0.00019017504343529551 0.00044920361510780141 0.00079371028020535641 0.00019009544572766305 0.0013110495848373367 0.0014475284711474928 0.0019931812076282402 0.0014785045210256426 3.8284974997168242e-05 0.00076504756804083814 0.00097187457032825767 0.0012381123525149107 0.0011534954205457415 0.0015734574212597739 0.00079886195114033012 0.00056380634699201176 0.00095839944275223545 0.001282066657432273
leaf_weight=73 75 75 64 55 98 86 69 88 67 74 63 52 80 64 1667 53 70 52 94
leaf_count=73 75 75 64 55 98 86 69 88 67 74 63 52 80 64 1667 53 70 52 94
internal_value=0 0.000618443 0.000491641 0.00150693 0.000594601 0.000943564 0.00152385 0.0015481 0.00152941 0.000443651 0.00112207 0.000553402 0.00155926 0.00154384 0.00155812 0.000454778 0.000346018 0.00126517 0.00116703
internal_weight=0 647 572 2372 497 150 2317 2185 2097 347 132 273 1884 1811 1747 221 168 213 146
internal_count=3019 647 572 2372 497 150 2317 2185 2097 347 132 273 1884 1811 1747 221 168 213 146
is_linear=0
shrinkage=0.0032998


Tree=3750
num_leaves=19
num_cat=0
split_feature=1 39 43 0 12 13 0 15 3 13 11 1 0 0 1 1 15 0
split_gain=0.529236 0.952643 0.680018 0.618531 0.655693 0.618176 0.438197 1.00225 1.3785 0.51086 0.504574 0.385239 0.309385 0.285719 0.364583 0.697937 0.437476 0.138959
threshold=0.14828500000000003 0.093225000000000016 -0.08237499999999999 0.10446500000000002 0.092605000000000007 -0.074349999999999986 -0.067664999999999989 0.039965000000000007 -0.10519499999999998 -0.072459999999999983 0.082770000000000024 0.089745000000000019 -0.05226999999999999 -0.071749999999999994 0.096315000000000026 0.094165000000000013 0.043560000000000008 -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 3 -3 6 -5 -4 10 8 -8 -10 13 -11 -9 14 15 -1 -16 -15
right_child=-2 2 5 4 -6 -7 7 12 9 11 -12 -13 -14 17 16 -17 -18 -19
leaf_value=0.0054047315753748479 0.019977001271123687 0.0075838200744639912 -0.0028072978945937366 0.029187118322058878 0.0063207559351874569 -0.028798757774807077 -0.025762184405741351 0.0041204198661746565 -0.011708745403207215 0.014306208484946594 0.020632766896296003 -0.0023655598299485198 0.021712929683295357 0.020137179652885726 0.0025384748785834449 0.025215390373895093 -0.014228718459164107 0.0081769450784112616
leaf_weight=1660 67 53 52 63 82 52 71 55 62 82 64 75 59 52 289 52 52 60
leaf_count=1660 67 53 52 63 82 52 71 55 62 82 64 75 59 52 289 52 52 60
internal_value=0 0.00484083 -0.00790811 0.00556199 0.0162682 -0.0158203 0.00497172 -0.000123472 -0.00538332 0.00121533 0.00589601 0.00633054 0.0132411 0.00545955 0.00500661 0.00600751 -1.31308e-05 0.013746
internal_weight=0 2935 157 2778 145 104 2633 404 290 219 2229 157 114 2165 2053 1712 341 112
internal_count=3002 2935 157 2778 145 104 2633 404 290 219 2229 157 114 2165 2053 1712 341 112
is_linear=0
shrinkage=0.16829


Tree=3751
num_leaves=13
num_cat=0
split_feature=10 41 12 15 47 13 2 2 50 474 150 1452
split_gain=1.01397 0.594559 1.0942 0.517393 0.469708 0.312196 0.304067 0.375391 0.585927 0.367565 0.345237 0.312638
threshold=-0.16262499999999996 0.075585000000000013 -0.14823499999999998 -0.028079999999999997 0.11069000000000002 -0.070154999999999981 -0.054704999999999997 0.084725000000000009 0.11695500000000002 0.032465000000000008 0.11247500000000001 0.087120000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 -4 8 9 -8 11 -9
right_child=1 3 4 -5 5 -7 7 10 -10 -11 -12 -13
leaf_value=0.024783847228213755 -0.020916390886027248 0.0044481744671851465 -0.0055281254312534627 0.023507330756845052 -0.015768762789337244 0.00046704665578508329 0.010158377583364485 0.0022169660683915102 -0.0094906669476871666 -0.0039200592786370336 0.014099510914056439 0.013637181703783653
leaf_weight=67 52 83 87 79 54 88 643 1590 52 57 79 71
leaf_count=67 52 83 87 79 54 88 643 1590 52 57 79 71
internal_value=0 0.00384021 0.00326042 0.0137535 0.00372312 -0.00569448 0.00424235 0.00458417 0.00772777 0.00900942 0.00322452 0.00270621
internal_weight=0 2935 2773 162 2721 142 2579 2492 752 700 1740 1661
internal_count=3002 2935 2773 162 2721 142 2579 2492 752 700 1740 1661
is_linear=0
shrinkage=0.16829


Tree=3752
num_leaves=11
num_cat=0
split_feature=40 4 159 159 52 13 4 159 15 4
split_gain=0.576379 0.312635 0.308606 0.357825 0.35465 0.322352 0.805406 0.357786 0.305626 1.0077
threshold=1.0000000180025095e-35 -0.51843499999999987 0.11073500000000001 0.10442000000000001 -0.068039999999999975 -0.15941999999999998 0.018150000000000003 0.091070000000000012 -0.43091499999999999 0.31392000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 -3 8 -7 -10
right_child=-2 2 4 -5 -6 7 -8 -9 9 -11
leaf_value=0.016554537324644965 -0.010239338014240292 -0.0010097796505497136 0.0025739873202098094 -0.0081481338689125514 0.018372023168598116 0.01502336684027754 0.025470620663589415 0.014285818174540731 0.0033328074983002436 -0.01281644767566289
leaf_weight=55 83 67 77 75 85 57 63 80 2245 115
leaf_count=55 83 67 77 75 85 57 63 80 2245 115
internal_value=0 0.00397706 0.0037349 0.0033062 0.0108742 0.0036339 0.0118092 0.00320755 0.00284013 0.00254511
internal_weight=0 2919 2864 2702 162 2627 130 2497 2417 2360
internal_count=3002 2919 2864 2702 162 2627 130 2497 2417 2360
is_linear=0
shrinkage=0.16829


Tree=3753
num_leaves=29
num_cat=0
split_feature=1 12 1 12 1 2 49 4 1 1 11 12 16 15 4 15 1 50 0 16 42 42 484 1209 16 0 0 2
split_gain=51.1813 9.94591 5.87329 4.31028 2.65484 2.37881 2.05381 1.93875 1.89489 1.43264 1.65552 1.16003 1.1946 1.0438 0.924901 0.920769 0.904745 0.820124 0.728984 0.678011 0.644955 0.512939 0.504292 0.511645 0.486577 0.410878 0.351841 0.275198
threshold=0.10575500000000002 0.086885000000000004 0.13130500000000003 -1.0000000180025095e-35 0.092845000000000025 0.097110000000000016 -0.042254999999999994 -0.111135 0.12019000000000001 0.090740000000000015 0.07585500000000002 0.091895000000000018 0.058455000000000007 -0.41725999999999991 -0.021269999999999997 0.087450000000000014 0.11189500000000001 0.11644500000000001 -0.076589999999999978 0.31625000000000009 -0.067604999999999985 0.094010000000000024 0.085835000000000009 0.085500000000000007 -0.0046349999999999994 -0.093374999999999986 -0.049024999999999992 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
left_child=3 7 14 4 25 9 -7 -2 16 10 17 12 -8 -10 -3 -11 -9 22 -15 20 -13 -17 23 -5 -22 -1 -21 -24
right_child=1 2 -4 5 -6 6 11 8 13 15 -12 19 -14 18 -16 21 -18 -19 -20 26 24 -23 27 -25 -26 -27 -28 -29
leaf_value=0.0014286718248758574 0.00064490410243433669 0.001589261149481972 1.7486758065859443e-05 0.0015393855496637439 0.00037770351646967802 0.00067300067001040056 0.0019753349298017578 -3.0600030445331388e-05 1.5667663626936397e-05 0.0010307508266776729 0.0020210521155122562 0.001427654911711859 0.0012874351519566872 -0.00018390950534516136 0.0010669686167479166 0.0016949750611330049 0.00047783662926704823 0.001116450754974302 -0.00072489789198184468 0.0012570771740060892 0.0011458247135888056 0.0012845286416797439 0.0019248191314679584 0.0012833226059791084 0.00075715158767357415 0.0010156121480862854 0.0016423919266005597 0.0016152761498536789
leaf_weight=55 55 59 56 1100 64 59 54 67 103 99 78 56 57 56 101 56 88 52 53 54 104 85 52 94 54 52 52 87
leaf_count=55 55 59 56 1100 64 59 54 67 103 99 78 56 57 56 101 56 88 52 53 54 104 85 52 94 54 52 52 87
internal_value=0 0.000361982 0.00093787 0.00141527 0.00091013 0.00145464 0.00125162 6.71307e-05 -1.93606e-05 0.00151304 0.00155191 0.00133074 0.00162241 -0.000222192 0.00125978 0.00127591 0.000257834 0.00152547 -0.000447282 0.00122946 0.00112183 0.00144779 0.0015414 0.00151926 0.00101321 0.00122826 0.00144643 0.00173133
internal_weight=0 638 216 2364 171 2193 490 422 367 1703 1463 431 111 212 160 240 155 1385 109 320 214 141 1333 1194 158 107 106 139
internal_count=3002 638 216 2364 171 2193 490 422 367 1703 1463 431 111 212 160 240 155 1385 109 320 214 141 1333 1194 158 107 106 139
is_linear=0
shrinkage=0.0032998


Tree=3754
num_leaves=13
num_cat=0
split_feature=10 1 0 0 50 51 51 480 1454 1453 51 1
split_gain=0.602334 0.567533 0.38779 0.455229 0.377216 0.555717 0.40934 0.261065 0.309408 0.373006 0.243387 0.192555
threshold=-0.16262499999999996 0.12000500000000001 -0.10028499999999999 -0.00077999999999999999 0.11669000000000002 0.11355500000000002 0.12162000000000002 -0.065749999999999989 0.091445000000000012 -0.0067199999999999994 0.095375000000000015 0.13662500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 11 5 7 -6 -2 9 -9 -11 -4
right_child=1 2 3 -5 6 -7 -8 8 -10 10 -12 -13
leaf_value=0.019696476638852965 0.015279868980474152 -0.013553534591513837 0.00016891005254930205 -0.0125636493585497 0.0035623297033640371 0.019617317690706928 -0.013494401281074644 0.015569446484572674 -0.0083460802921292345 0.0042992757794194725 -0.0064685963558871809 0.012704334975525063
leaf_weight=67 61 80 85 56 96 70 68 82 55 2162 61 59
leaf_count=67 61 80 85 56 96 70 68 82 55 2162 61 59
internal_value=0 0.00355217 -0.00365049 0.000301744 0.00431245 0.00482746 -0.00349902 0.00439908 0.00411708 0.00441525 0.00400299 0.00531743
internal_weight=0 2935 280 200 2655 2491 164 2421 2360 2305 2223 144
internal_count=3002 2935 280 200 2655 2491 164 2421 2360 2305 2223 144
is_linear=0
shrinkage=0.16829


Tree=3755
num_leaves=25
num_cat=0
split_feature=4 2 150 2 14 376 14 12 2 12 12 4 1429 2 4 13 13 13 4 4 42 16 2 49
split_gain=19.9121 10.5477 7.29086 4.159 3.16422 3.42646 1.59021 1.91079 1.25084 1.07875 0.798899 1.53176 1.2221 0.991348 0.987297 0.678477 0.717818 0.464087 0.341624 0.331158 0.566544 0.303002 0.232009 0.0323969
threshold=0.31392000000000003 0.10060500000000001 0.082085000000000019 0.13501500000000002 0.073890000000000011 0.048375000000000008 -0.45687499999999998 -0.042789999999999988 0.12469000000000001 -1.0000000180025095e-35 0.09253500000000002 -0.47860499999999995 0.085620000000000016 0.08784500000000002 0.0015850000000000003 -0.043279999999999992 0.0083850000000000018 0.096820000000000003 -0.0064399999999999987 -0.07879499999999999 -0.03157999999999999 -0.066844999999999988 0.096080000000000013 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 5 10 -2 -8 23 -3 11 -1 13 -13 19 18 -17 -18 -11 20 -12 -16 -21 -9
right_child=6 2 -4 -5 -6 -7 7 8 -10 15 14 12 -14 -15 21 16 17 -19 -20 22 -22 -23 -24 -25
leaf_value=0.0019737922866422358 0.00091489685066789865 0.00082912345517466366 9.1874484754426265e-05 0.00043739575925733103 0.0020426470132658349 0.0006733552249165235 -2.6806881376498922e-05 0.00070392190824743477 0.00014305468221248398 0.0012857300114061231 0.0014507033218386404 0.0015299498548955951 0.0010258504233556771 0.0013241881994324912 0.0012041499965728202 0.0016506699820913605 0.001046481945523493 0.0014756067218665118 0.00096730794684686831 0.001500918256101905 0.00098372199324157504 0.00085050308510972836 0.0012515500378488871 0.00082900264934752076
leaf_weight=63 63 63 95 88 88 68 100 52 53 77 64 879 72 364 56 88 59 53 73 226 52 52 52 52
leaf_count=63 63 63 95 88 88 68 100 52 53 77 64 879 72 364 56 88 59 53 73 226 52 52 52 52
internal_value=0 0.00131667 0.000930409 0.00108934 0.00142972 0.00140202 0.000444757 0.000329372 0.000556461 0.00122817 0.00142835 0.00146963 0.00144545 0.00146972 0.00131498 0.0012999 0.0014264 0.00124986 0.001131 0.00139186 0.00124167 0.0010342 0.0014544 0.000766801
internal_weight=0 2632 596 501 2036 1948 320 257 157 413 1880 1378 1315 1243 502 350 200 112 150 394 116 108 278 104
internal_count=2952 2632 596 501 2036 1948 320 257 157 413 1880 1378 1315 1243 502 350 200 112 150 394 116 108 278 104
is_linear=0
shrinkage=0.0032998


Tree=3756
num_leaves=29
num_cat=0
split_feature=1 52 2 12 2 1 12 43 12 14 1 52 1429 51 42 42 13 12 2 15 15 12 13 2 13 13 43 15
split_gain=26.6741 5.66319 3.72623 3.7446 2.39806 1.96356 1.9295 1.16805 0.996221 0.964675 0.782699 0.626286 0.568935 0.582038 0.538283 0.666916 0.631345 0.588489 0.519466 0.49552 1.54193 0.667421 0.465326 0.462415 0.385394 0.327657 0.273439 0.203944
threshold=0.10123500000000001 -0.41694999999999993 0.10274500000000002 -0.064689999999999984 0.091235000000000024 0.08864000000000001 1.0000000180025095e-35 -0.083134999999999987 -0.0066799999999999993 -0.22654999999999997 0.12200500000000002 -0.45635499999999996 0.085620000000000016 0.096685000000000007 0.086700000000000013 0.085790000000000019 -0.086394999999999986 0.085075000000000026 0.12750000000000003 0.043560000000000008 -0.012189999999999998 0.095330000000000012 -0.060719999999999989 0.12141500000000001 -0.39817499999999995 -0.0040999999999999986 0.0062300000000000003 0.10189000000000002
decision_type=2 2 2 2 2 2 2 2 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 11 9 -3 -1 -4 -5 -6 13 14 15 16 -10 -16 19 20 25 -21 24 -24 -11 -13 -19 -23
right_child=1 2 6 10 5 -7 -8 -9 12 22 -12 18 -14 -15 17 -17 -18 26 -20 21 -22 27 23 -25 -26 -27 -28 -29
leaf_value=0.0022094033038617062 0.0017061717404282173 0.0010458559079698773 0.0010925789467548972 0.0016682986528773179 0.0018797093705824116 0.0010752197838440225 0.00015066362510887701 0.00036348062882332133 0.001597336697400511 0.00069265129631922585 0.0011715795617219093 0.0015521620838433064 0.001448531925754095 0.0014346956894715111 0.0013648598881618457 0.0021729170773715526 0.001844319854022452 0.0017778099879657097 0.0012441823816027639 0.0019355290127679209 0.0010843637587837137 0.001406153094585932 0.00060713622597749657 0.0010039893395810959 0.00029479888287642044 0.0018096290481862773 0.001560418045036073 0.0016844759369953998
leaf_weight=53 96 52 70 96 76 90 72 58 140 52 55 193 68 58 57 57 637 287 53 89 73 56 73 58 55 78 85 65
leaf_count=53 96 52 70 96 76 90 72 58 140 52 55 193 68 58 57 57 637 287 53 89 73 56 73 58 55 78 85 65
internal_value=0 0.000958368 0.000846317 0.00115006 0.00168322 0.00153457 0.000637602 0.000686378 0.00176288 0.000751317 0.00148761 0.00159505 0.00174582 0.00176109 0.00177605 0.0018254 0.00179986 0.00168003 0.00155935 0.00158944 0.00151147 0.00171699 0.000650798 0.000783111 0.000488477 0.0016264 0.00172823 0.00155596
internal_weight=0 737 641 261 2215 773 380 110 1442 308 151 683 1389 1321 1263 834 777 429 607 554 344 210 238 131 107 271 372 121
internal_count=2952 737 641 261 2215 773 380 110 1442 308 151 683 1389 1321 1263 834 777 429 607 554 344 210 238 131 107 271 372 121
is_linear=0
shrinkage=0.0032998


Tree=3757
num_leaves=28
num_cat=0
split_feature=1 0 2 0 4 457 1 14 0 15 4 43 51 15 15 15 2 15 2 399 16 2 156 43 133 0 0
split_gain=23.2066 4.67269 4.6043 4.98907 2.3259 1.64817 1.80365 1.33563 1.40448 1.7314 1.00284 0.879173 0.778345 0.777335 0.900482 0.651827 0.524559 0.815225 0.511564 0.380493 0.372826 0.359489 0.332397 0.309319 0.28448 0.106562 0.227208
threshold=0.10075500000000003 0.060910000000000006 0.25063000000000007 -0.091829999999999981 -0.0083549999999999978 0.082335000000000005 0.122715 0.073890000000000011 -0.10462499999999998 -0.043134999999999993 0.0051950000000000008 -0.049364999999999992 -0.08373499999999999 -0.072704999999999978 -0.42075999999999997 -0.077474999999999988 0.084725000000000009 0.088965000000000002 0.089795000000000014 0.082730000000000012 -0.43708999999999992 0.087635000000000005 0.082525000000000015 -0.029255 0.093845000000000026 -0.093874999999999986 -0.077614999999999976
decision_type=2 2 2 2 2 2 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 22 6 11 8 9 18 12 -2 15 14 -6 -10 17 -14 -1 -18 -20 -17 23 -5 25 -12 -27
right_child=2 -3 -4 4 13 -7 -8 -9 10 -11 24 -13 16 -15 -16 21 19 -19 20 -21 -22 -23 -24 -25 -26 26 -28
leaf_value=0.0019058012923618027 0.00077450211874768231 0.00088700372016245488 0.00013326286299834641 0.0018721829296433773 0.001170689594713822 0.00024779477241068789 0.00050771926020684133 0.0021203371887461952 0.0022769333081047727 0.00099091515709569841 0.0014892661387936362 0.0013081530836986737 0.0019180109149505066 0.001404908904854637 0.00064495723222041275 0.0020426940542899647 0.0016626900763277556 0.0016495611217481974 0.0016929041376268956 0.0019255710450893995 0.0013015054224855202 0.0017122501400578893 0.0014180129340298508 0.001525796750142165 0.0013430009279731829 0.0018184476474801367 0.0015099419974058702
leaf_weight=53 54 76 59 63 93 55 87 88 52 63 62 91 333 64 58 62 775 200 57 67 52 92 68 54 65 56 53
leaf_count=53 54 76 59 63 93 55 87 88 52 63 62 91 333 64 58 62 775 200 57 67 52 92 68 54 65 56 53
internal_value=0 0.00169195 0.00101855 0.00109453 0.00133284 0.000762268 0.000884082 0.00172066 0.00170342 0.00145651 0.00173397 0.00110966 0.00176407 0.00109891 0.000968986 0.00195459 0.0017355 0.00181735 0.00163736 0.00168365 0.00150651 0.00184551 0.00160452 0.00171261 0.00153218 0.00160389 0.00166876
internal_weight=0 2206 746 687 400 287 232 2130 2042 225 1817 145 1581 215 151 206 1375 533 162 842 109 154 185 117 236 171 109
internal_count=2952 2206 746 687 400 287 232 2130 2042 225 1817 145 1581 215 151 206 1375 533 162 842 109 154 185 117 236 171 109
is_linear=0
shrinkage=0.0032998


Tree=3758
num_leaves=25
num_cat=0
split_feature=1 3 3 0 10 14 2 0 0 1 4 123 2 0 12 0 52 4 52 0 3 4 15 0
split_gain=24.9224 4.98597 2.7118 3.01109 2.62457 1.80095 1.68822 1.97174 1.22202 2.32932 1.29435 1.11643 1.50075 1.39864 0.978013 0.919323 0.777469 0.769937 0.759471 0.485517 0.363314 0.356293 0.304838 0.259178
threshold=0.10509 -0.049204999999999992 0.10402500000000002 0.051660000000000005 -0.014199999999999999 0.056865000000000006 0.10523 1.0000000180025095e-35 -0.10462499999999998 0.083670000000000008 0.020110000000000006 0.095915000000000014 -1.0000000180025095e-35 -0.099244999999999986 0.083785000000000012 -0.12368999999999998 -0.011964999999999998 0.074650000000000008 -0.060344999999999996 -0.068419999999999995 -0.073444999999999983 0.057200000000000008 -0.080724999999999977 0.13304000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 5 -3 8 21 -8 9 15 14 12 -6 17 16 -1 -10 -14 -11 -16 22 -2 -12 -5
right_child=1 4 -4 23 11 -7 7 -9 10 18 20 -13 13 -15 19 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0022053407693429297 0.0019080204493334423 0.00020284047349168171 0.0011037144565708733 0.001401280829347956 0.00058616988131659597 0.0022687595302413668 0.00071705161277491178 0.0016000304752823891 0.0019075697623590099 0.0014920931016053976 0.0015070307367449857 0.00048367781222018424 0.00065442848097216084 0.0015215284777676658 0.0018393145488251729 0.0016179330654422003 0.0023524440872937126 0.0011405355393936433 0.00093572649537902687 0.0016290249890532392 0.0013948869681256041 0.0015333214154359173 0.0018689659969717476 0.0010667855121165178
leaf_weight=53 52 65 66 52 71 90 59 52 115 53 52 53 57 71 1317 66 70 96 55 135 84 63 53 52
leaf_count=53 52 65 66 52 71 90 59 52 115 53 52 53 57 71 1317 66 70 96 55 135 84 63 53 52
internal_value=0 0.00102801 0.00176438 0.00178377 0.000812194 0.00181041 0.00142226 0.00113102 0.0017903 0.00156087 0.00181881 0.000925909 0.00100524 0.00113791 0.00184877 0.00187985 0.00207609 0.000959667 0.00120908 0.00181979 0.00155906 0.00170306 0.00169006 0.00123437
internal_weight=0 639 2313 2247 413 2143 226 111 2053 227 1826 348 295 224 1637 119 185 153 108 1452 189 115 105 104
internal_count=2952 639 2313 2247 413 2143 226 111 2053 227 1826 348 295 224 1637 119 185 153 108 1452 189 115 105 104
is_linear=0
shrinkage=0.0032998


Tree=3759
num_leaves=24
num_cat=0
split_feature=1 3 0 3 40 16 3 9 1 0 0 0 3 52 123 0 0 1453 16 50 0 1 0
split_gain=22.4348 4.47784 2.55004 2.20408 1.8885 1.82458 1.378 1.0666 0.799993 1.04972 0.823747 0.561925 1.1259 0.609338 0.48971 0.542156 0.489222 0.51153 0.438462 0.374507 0.420761 0.476191 0.241494
threshold=0.10509 -0.049204999999999992 0.12583000000000003 0.10402500000000002 -0.085759999999999989 0.061775000000000004 0.30863500000000005 -1.0000000180025095e-35 0.098395000000000024 -0.072624999999999981 -0.073104999999999989 -0.14259999999999998 0.084670000000000009 0.0049050000000000005 0.087260000000000018 -0.17862999999999998 -0.10462499999999998 -0.040249999999999987 -0.10227499999999999 0.08956500000000002 -0.06984499999999999 0.082135000000000014 -0.058589999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 8 -3 22 7 -6 10 -10 11 12 13 -1 15 -9 -13 -18 -8 20 -12 -22 -2
right_child=1 4 -4 -5 6 -7 18 14 9 -11 19 16 -14 -15 -16 -17 17 -19 -20 -21 21 -23 -24
leaf_value=0.002429062993333815 0.0012695689301255035 0.00023526900207172083 0.0010592822052100715 0.0011135601344603343 0.00062802908579159995 0.0017479562712711576 0.00037464952040081842 0.00098485296308499027 0.0011502315942857652 0.0018038291287934851 0.0013024012578007984 0.0015575820286299622 0.0016446798234297862 0.0019321226009178696 0.00088082181087130017 0.001411236265873378 0.0015214417499084646 0.0018099634212343765 0.00079208653027439656 0.0018713528795909246 0.0015535317005544024 0.0019094077310503881 0.00098028763586688046
leaf_weight=56 75 53 62 60 54 94 52 52 54 54 52 103 69 54 53 90 72 1380 59 57 186 54 57
leaf_count=56 75 53 62 60 54 94 52 52 54 54 52 103 69 54 53 90 72 1380 59 57 186 54 57
internal_value=0 0.00102226 0.00172092 0.00173913 0.000817715 0.0013959 0.000903366 0.00103987 0.00175625 0.00147736 0.00177069 0.00180031 0.00197718 0.00218543 0.00115373 0.00125534 0.00177993 0.00179568 0.000596848 0.00162339 0.00157486 0.00163375 0.00114492
internal_weight=0 639 2313 2251 413 226 360 249 2191 108 2083 1734 179 110 195 142 1555 1452 111 349 292 240 132
internal_count=2952 639 2313 2251 413 226 360 249 2191 108 2083 1734 179 110 195 142 1555 1452 111 349 292 240 132
is_linear=0
shrinkage=0.0032998


Tree=3760
num_leaves=25
num_cat=0
split_feature=2 2 52 2 150 11 2 42 9 9 1429 2 52 52 1429 31 51 160 2 482 160 40 160 2
split_gain=21.2108 9.12983 3.96863 3.32285 2.96741 2.94623 2.18397 2.57908 2.0778 1.31265 1.11167 0.917686 0.909963 0.786882 0.75109 0.665973 0.559571 1.03744 0.513641 0.45049 0.286757 0.249275 0.211971 0.0371805
threshold=0.11523000000000001 -1.0000000180025095e-35 -0.24841999999999997 0.099845000000000003 0.082085000000000019 1.0000000180025095e-35 0.13154000000000002 0.092175000000000021 1.0000000180025095e-35 0.092410000000000006 1.0000000180025095e-35 0.16993500000000003 0.0030150000000000008 -0.092084999999999986 -0.070959999999999981 -0.080489999999999992 0.080840000000000009 0.023210000000000005 0.092155000000000015 0.089950000000000016 -0.092954999999999996 -1.0000000180025095e-35 -0.090734999999999982 0.10682000000000001
decision_type=2 2 2 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 5 10 14 7 -4 15 -10 12 21 13 -5 -3 -1 18 20 19 -16 -18 -8 -20 -14
right_child=2 3 6 4 -6 -7 11 -9 9 -11 -12 -13 23 -15 16 -17 17 -19 22 -21 -22 -23 -24 -25
leaf_value=0.001175288605273227 0.001943530970134031 0.0023449988030802538 0.00097241925948310707 0.0017497947461137808 0.0010308589841368536 0.0025856056163643076 0.0007304800678030165 0.0018656887732855646 0.0019308422353052524 0.0012003232023242037 0.0022148450161277298 0.00046879381672211708 0.0018722252149169407 0.0012876694040016734 0.0020223685950673397 0.00067031392475959644 0.0021299456739257675 0.0014582931603088281 0.002029150638952662 0.0017180003198071158 0.0018332711732775742 0.0010113677961761528 0.0017834984847317531 0.0020083642506481042
leaf_weight=60 53 58 102 95 66 90 53 54 55 53 58 73 65 71 1231 55 62 67 52 57 92 105 181 53
leaf_count=60 53 58 102 95 66 90 53 54 55 53 58 73 65 71 1231 55 62 67 52 57 92 105 181 53
internal_value=0 0.00188142 0.00109602 0.0019433 0.00167271 0.0020017 0.00097986 0.00128185 0.00124351 0.00157267 0.00179648 0.000775764 0.00171091 0.00155235 0.00197248 0.000934085 0.00196006 0.00180314 0.00198284 0.00200893 0.00195294 0.000917369 0.00183847 0.00193367
internal_weight=0 2521 440 2298 408 1890 387 156 223 108 342 231 284 166 1800 115 1742 221 1521 1288 154 158 233 118
internal_count=2961 2521 440 2298 408 1890 387 156 223 108 342 231 284 166 1800 115 1742 221 1521 1288 154 158 233 118
is_linear=0
shrinkage=0.0032998


Tree=3761
num_leaves=26
num_cat=0
split_feature=1 3 2 39 1 155 2 2 2 2 3 1 40 3 3 12 2 1 12 403 160 1429 1213 12 133
split_gain=42.4804 10.2014 4.32176 2.9734 3.41947 2.87347 2.90913 2.21715 1.51542 1.96708 0.804814 1.87658 0.796707 0.73686 1.37813 0.721111 0.540867 1.22385 0.738538 0.50263 0.466449 0.629921 0.403101 0.237242 0.114477
threshold=0.10442000000000001 -0.049204999999999992 0.14808000000000002 0.0039300000000000003 0.088035000000000016 0.084710000000000021 0.10523 0.11366500000000002 -1.0000000180025095e-35 0.10859000000000001 -0.14884499999999998 0.085880000000000026 -0.077194999999999986 0.085880000000000012 0.15217000000000003 0.10052500000000002 0.08784500000000002 0.089745000000000019 0.081320000000000017 -0.121015 0.023210000000000005 0.056450000000000007 0.023610000000000003 0.10344500000000002 0.12518000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 8 7 -5 6 23 10 12 -10 11 -1 -3 -11 -15 -9 19 18 -18 24 21 -21 -20 -2 -12
right_child=1 2 -4 4 -6 -7 -8 15 9 13 16 -13 -14 14 -16 -17 17 -19 22 20 -22 -23 -24 -25 -26
leaf_value=0.0021623813287047753 0.0014617138223331386 0.00044810371838371513 -0.00030596024210841543 0.0015575178065290731 0.00051051956225510388 0.0018262426079982659 0.0004846063422197836 0.00088795087035250977 0.0011323913621128002 0.00018038441580055643 0.001345732627895639 0.0014208936388674836 -0.00012376429384745974 0.00097295981816264985 0.00024920166142070879 0.0013788221792724121 0.0019204829316893084 0.0010726865799982228 0.0015174095069319857 0.0017410362144015764 0.0014681359659096424 0.0014144067473476978 0.0017764742303857158 0.0011521265661380595 0.0015523236426854378
leaf_weight=90 59 54 92 77 61 56 78 53 65 65 57 64 52 59 56 87 63 57 630 716 99 72 75 53 71
leaf_count=90 59 54 92 77 61 56 78 53 65 65 57 64 52 59 56 87 63 57 630 716 99 72 75 53 71
internal_value=0 0.000629736 0.000330416 0.00156521 0.00109497 0.00116861 0.000974598 0.0015956 0.000497316 0.000639984 0.00162384 0.00185446 0.000167232 0.000461974 0.000620827 0.00119324 0.00160451 0.00154114 0.00157587 0.00165599 0.00168414 0.00171124 0.00154502 0.00131553 0.0014606
internal_weight=0 689 443 2272 138 246 190 2134 351 245 1994 154 106 180 115 140 1840 825 768 1015 887 788 705 112 128
internal_count=2961 689 443 2272 138 246 190 2134 351 245 1994 154 106 180 115 140 1840 825 768 1015 887 788 705 112 128
is_linear=0
shrinkage=0.0032998


Tree=3762
num_leaves=21
num_cat=0
split_feature=12 52 52 123 0 48 0 48 0 0 15 48 0 52 0 132 131 15 0 0
split_gain=0.704067 0.478527 0.590452 0.680624 0.681732 0.470906 1.00203 0.307871 0.707193 1.18182 0.913641 0.806037 0.681217 0.573001 0.320622 0.306007 0.69022 0.342593 0.233035 0.219977
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.087604999999999988 0.087505000000000013 -0.079864999999999978 -0.024949999999999996 -0.091069999999999984 0.095090000000000022 -0.14259999999999998 -0.11167499999999998 -0.090909999999999977 0.0046200000000000008 -0.087649999999999992 -0.075329999999999994 -0.14104999999999998 0.079320000000000015 0.083410000000000026 0.11743500000000003 -0.088659999999999989 -0.085894999999999985
decision_type=2 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 -2 8 10 -10 -7 15 -13 -9 -15 17 -17 -11 -3 -16
right_child=5 18 3 -5 -6 7 -8 13 9 11 -12 12 -14 14 19 16 -18 -19 -20 -21
leaf_value=0.01125745371782383 -0.01268960264276134 0.021020879353462064 -0.00282193201916911 0.0065133495107106195 -0.027368224113966728 0.0080472546287895987 0.016016349679139782 0.018124703972175145 -0.0089699623943648738 0.010869037293891579 0.033660645798296342 0.01400686548952613 0.039654594424747162 -0.010791391321422941 0.011257913694358258 -0.011769195841373413 0.013177909229159965 0.02095883835111461 0.0053873452071529623 -0.0031379363905469832
leaf_weight=93 72 52 84 92 52 70 66 72 81 1553 91 68 52 52 69 53 77 102 57 53
leaf_count=93 72 52 84 92 52 70 66 72 81 1553 91 68 52 52 69 53 77 102 57 53
internal_value=0 0.00322777 -3.8075e-05 -0.00465334 -0.0122205 0.0105996 0.00102631 0.0111509 0.0117978 0.0109264 0.0225355 0.0117734 0.0251359 0.00549803 0.000262873 0.010874 0.00299335 0.011492 0.012862 0.00498925
internal_weight=0 430 321 228 136 2531 138 2393 2147 1986 161 1905 120 246 174 1785 130 1655 109 122
internal_count=2961 430 321 228 136 2531 138 2393 2147 1986 161 1905 120 246 174 1785 130 1655 109 122
is_linear=0
shrinkage=0.16829


Tree=3763
num_leaves=16
num_cat=0
split_feature=1 15 48 16 15 48 3 16 0 1 151 16 3 1 52
split_gain=0.731278 0.478274 0.480164 0.384796 0.379306 0.360845 0.438047 0.391295 0.513577 1.31571 0.492856 0.214711 0.107493 0.0676467 0.0271092
threshold=0.13699000000000003 0.12241500000000001 -0.078904999999999989 -0.54752499999999993 -0.26361999999999991 0.10145000000000001 -0.036264999999999992 -0.28430999999999995 -0.11167499999999998 0.096315000000000026 -0.087329999999999977 -0.50472499999999987 -0.084899999999999989 0.10726500000000001 0.098580000000000015
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 12 11 9 -9 -10 -5 -7 -13 -3
right_child=4 14 3 5 -6 6 -8 8 10 -11 -12 13 -14 -15 -16
leaf_value=-0.0041317564499297769 -0.0096580017966119529 0.022619948608761979 0.022641465784800561 0.0087545461985396953 0.0061545910113575937 0.0028160871717439343 -0.00870115172985776 0.011211837316180372 0.021061817582115588 -0.014884363141743715 0.0084942565436090436 0.025160845065943026 0.013491766400461739 0.016602743008643745 0.016939761433111336
leaf_weight=87 97 52 54 64 77 56 76 135 93 92 1865 57 52 52 52
leaf_count=87 97 52 54 64 77 56 76 135 93 92 1865 57 52 52 52
internal_value=0 0.00858752 0.00815234 0.00856471 -0.00265015 0.00826497 0.00107601 0.00882517 0.00821353 0.000627489 0.0090921 0.0165399 0.00797286 0.0210946 0.0197971
internal_weight=0 2787 2683 2596 174 2542 184 2358 2185 227 1958 173 108 109 104
internal_count=2961 2787 2683 2596 174 2542 184 2358 2185 227 1958 173 108 109 104
is_linear=0
shrinkage=0.16829


Tree=3764
num_leaves=13
num_cat=0
split_feature=4 4 16 4 14 1211 475 1429 399 159 40 16
split_gain=0.626698 0.742927 0.636396 0.460915 0.359936 0.346885 0.305519 0.434925 0.270167 0.263418 0.257377 0.160003
threshold=0.31392000000000003 0.41823000000000005 -0.11082499999999999 -0.51843499999999987 0.073890000000000011 0.11659500000000002 0.051590000000000004 -0.081904999999999992 0.09173000000000002 -0.45963999999999994 -0.071824999999999986 -0.49804499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 10 -1 5 6 7 -5 9 -9 -3 -12
right_child=1 2 -4 4 -6 -7 -8 8 -10 -11 11 -13
leaf_value=0.022188656511381077 -0.013538828571410465 0.00096445294926826 -0.0091014451610804733 0.021970533583133028 0.016987173213531367 0.019833486964779771 -0.0048574166742451795 0.015222208027291281 0.017100750804776195 0.005709195320173761 0.0080894970011798628 0.020663361518919697
leaf_weight=59 88 61 70 52 101 56 66 86 65 2141 57 59
leaf_count=59 88 61 70 52 101 56 66 86 65 2141 57 59
internal_value=0 -0.000256279 0.00446869 0.00746779 0.00712875 0.00672425 0.00641889 0.00673716 0.00639077 0.00607737 0.00984556 0.0145003
internal_weight=0 335 247 2626 2567 2466 2410 2344 2292 2227 177 116
internal_count=2961 335 247 2626 2567 2466 2410 2344 2292 2227 177 116
is_linear=0
shrinkage=0.16829


Tree=3765
num_leaves=15
num_cat=0
split_feature=12 160 11 1 1 12 4 1456 133 1374 13 13 51 13
split_gain=1.03744 0.538604 0.527364 0.497765 0.440994 0.513141 0.58543 0.376463 0.570143 0.442634 0.359813 0.388316 0.351522 0.297031
threshold=0.14523000000000003 -0.50393499999999991 0.095470000000000013 0.077020000000000019 0.12257000000000003 -0.088189999999999977 0.082475000000000007 -0.085589999999999986 0.048240000000000005 0.086000000000000007 0.056735000000000001 0.070890000000000022 0.095375000000000015 -0.052719999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 7 -6 -7 8 -3 10 12 -12 -9 -8
right_child=-2 2 -4 -5 5 6 13 9 -10 -11 11 -13 -14 -15
leaf_value=0.0091278332657177795 -0.015763296580507909 0.028215685224925222 0.023878563843793315 0.029208804378614135 0.012601745548243384 -0.017574574754496239 -0.006542686550896076 0.0081807212432935591 0.0048673056461750203 0.021533781817544315 -0.011935708067250358 0.0041445201716409884 -0.00028275841208311847 0.010171126163921317
leaf_weight=81 54 61 53 62 69 63 56 1825 58 59 53 215 150 65
leaf_count=81 54 61 53 62 69 63 56 1825 58 59 53 215 150 65
internal_value=0 0.00777064 0.0072416 0.0178468 0.00691118 0.000218413 -0.00441557 0.00760984 0.0168509 0.00713135 0.00675171 0.000957771 0.00753702 0.00242096
internal_weight=0 2870 2727 143 2674 253 184 2421 119 2302 2243 268 1975 121
internal_count=2924 2870 2727 143 2674 253 184 2421 119 2302 2243 268 1975 121
is_linear=0
shrinkage=0.16829


Tree=3766
num_leaves=14
num_cat=0
split_feature=376 376 10 0 4 11 16 4 484 0 16 156 474
split_gain=0.580574 0.652111 0.647474 1.26231 0.430673 0.411977 0.373769 0.715834 0.875031 0.371299 0.507996 0.402869 0.369064
threshold=0.090715000000000004 0.084545000000000009 -1.0000000180025095e-35 -0.081414999999999987 -0.44205499999999992 0.081130000000000022 0.0048000000000000013 -0.14994999999999997 -0.083534999999999984 -0.032274999999999991 -0.00040499999999999992 0.089695000000000011 0.023345000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 9 -8 -9 10 11 -6 -10
right_child=-2 -3 4 -5 6 -7 7 8 12 -11 -12 -13 -14
leaf_value=0.011481885781687374 -0.01150962853185716 0.024579933166795308 0.022002748893212024 -0.020605326863812116 0.0057402844122702249 0.0043983398609571912 -0.015972668097494733 -0.014272306963384574 0.0040829823467855202 0.018367093658694857 0.023131903298362143 0.018511444557701644 0.015373996470313454
leaf_weight=67 52 55 97 72 1760 62 55 63 325 81 52 73 110
leaf_count=67 52 55 97 72 1760 62 55 63 325 81 52 73 110
internal_value=0 0.00642083 0.00606565 -0.0051259 0.00664721 0.0151494 0.00610984 0.00223989 0.00425493 0.00719747 0.00671655 0.00624988 0.00694231
internal_weight=0 2872 2817 139 2678 159 2519 553 498 1966 1885 1833 435
internal_count=2924 2872 2817 139 2678 159 2519 553 498 1966 1885 1833 435
is_linear=0
shrinkage=0.16829


Tree=3767
num_leaves=18
num_cat=0
split_feature=2 16 16 16 16 13 11 150 2 10 131 1213 403 16 13 47 51
split_gain=0.602173 0.426425 0.800493 0.594029 0.441656 0.472699 0.379954 0.360017 0.321843 0.305985 0.344408 0.51749 0.401063 0.234166 0.630231 0.209309 0.293461
threshold=0.11621000000000002 -0.15105999999999997 0.51041000000000014 -0.50790499999999994 0.073820000000000011 -0.076534999999999992 0.080070000000000016 -0.088479999999999989 -0.085784999999999986 -0.0096749999999999978 0.021890000000000003 0.11256000000000001 -0.5407249999999999 0.51783000000000012 -0.035924999999999992 0.09252500000000001 -0.0064149999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 4 -2 5 -3 7 -1 -9 -10 11 12 -11 14 -8 16 -12
right_child=1 2 -4 -5 -6 -7 13 8 9 10 15 -13 -14 -15 -16 -17 -18
leaf_value=0.017064335843911788 -0.0060982077265665409 -0.016228597989649696 0.012262330791428928 0.014545706645373807 -0.023341072328346694 0.0043220306501489756 0.0054372435450454849 -0.0065336911938433878 0.018239110520677563 0.017168700123880373 0.023145160063897819 -0.0090640480861860113 0.0042371995134960439 0.0048678654555878885 0.031563412370498742 0.0019000227719602298 0.0092960898924836031
leaf_weight=74 69 60 55 92 56 67 52 65 52 71 52 80 1625 53 53 80 268
leaf_count=74 69 60 55 92 56 67 52 65 52 71 52 80 1625 53 53 80 268
internal_value=0 -0.000996457 -0.00552527 0.00568716 -0.0108811 -0.00537278 0.0060352 0.00550059 0.00512662 0.00546761 0.00516158 0.00415501 0.00477961 0.0140328 0.0186418 0.00962624 0.0115522
internal_weight=0 399 238 161 183 127 2525 2367 2293 2228 2176 1776 1696 158 105 400 320
internal_count=2924 399 238 161 183 127 2525 2367 2293 2228 2176 1776 1696 158 105 400 320
is_linear=0
shrinkage=0.16829


Tree=3768
num_leaves=23
num_cat=0
split_feature=1 12 2 4 11 0 12 11 2 42 4 12 0 13 133 159 0 157 16 15 1 4
split_gain=28.8322 5.60446 6.78476 3.1857 2.26397 2.05064 1.60984 1.5669 1.38982 1.16659 1.11229 0.88395 0.86846 0.816286 1.24616 0.590645 0.625766 0.574317 0.411084 0.875648 0.405066 0.360668
threshold=0.10749500000000002 0.085075000000000026 0.11504500000000002 0.31392000000000003 1.0000000180025095e-35 0.035525000000000008 -0.0066799999999999993 0.08235000000000002 -1.0000000180025095e-35 0.09087000000000002 -0.47860499999999995 0.090455000000000021 -0.062109999999999992 -0.091849999999999987 -0.059689999999999993 0.073745000000000019 -0.17862999999999998 -0.090689999999999979 0.054560000000000004 -0.052984999999999997 0.09258000000000001 -0.00090499999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 9 4 5 6 20 -6 -2 -3 -7 13 15 14 -8 16 -10 -15 21 -20 -1 -13
right_child=1 2 -4 -5 7 10 11 -9 12 -11 -12 18 -14 17 -16 -17 -18 -19 19 -21 -22 -23
leaf_value=0.0015475251504485428 0.00029547876186924538 0.0020845096623495858 0.00039505718722331279 0.00090636250751729595 0.0025495194250982809 0.0016100064257404229 0.0018207958684148004 0.0018635316266157412 0.00071212323129297289 0.0014421313230957727 0.00099003589045677408 0.0017596139969879724 0.00046465537678597044 0.0021792004320854612 0.0011763124242776565 0.00062556115074903116 0.0011673557377612012 0.0018286969895446219 0.0017451067271363058 0.0012731770174246801 0.001180346122465976 0.0015690582183230249
leaf_weight=74 90 67 55 52 58 63 87 99 53 58 64 434 77 55 53 70 89 941 93 81 61 150
leaf_count=74 90 67 55 52 58 63 87 99 53 58 64 434 77 55 53 70 89 941 93 81 61 150
internal_value=0 0.000882073 0.00136169 0.0017155 0.00173368 0.00170574 0.00173125 0.00211718 0.000654192 0.00178673 0.00129786 0.00175613 0.000765781 0.00181472 0.00157706 0.000874986 0.000997693 0.00184809 0.00166828 0.00152562 0.00138188 0.00171073
internal_weight=0 559 180 2365 2313 2156 2029 157 379 125 127 1894 289 1136 140 212 142 996 758 174 135 584
internal_count=2924 559 180 2365 2313 2156 2029 157 379 125 127 1894 289 1136 140 212 142 996 758 174 135 584
is_linear=0
shrinkage=0.0032998


Tree=3769
num_leaves=12
num_cat=0
split_feature=45 15 4 52 0 9 10 1 47 2 52
split_gain=0.581552 0.506756 0.386025 0.813149 0.654466 0.472734 0.469059 0.328385 0.315325 0.310946 0.212913
threshold=1.0000000180025095e-35 0.15100500000000003 -0.17568999999999999 -0.013914999999999999 0.035525000000000008 -0.01257 -0.015289999999999998 0.100925 0.11069000000000002 0.084095000000000017 -0.0088649999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -4 -7 -1 9 -8 -10
right_child=-2 -3 4 -5 -6 6 8 -9 10 -11 -12
leaf_value=-0.0021840357750013057 0.022910949832307279 -0.0092350124581753526 0.019589665254999312 0.028227577375335735 -0.012771085132048936 -0.0090569316914345475 0.0089850393321005764 0.013775180804034887 0.0043811821665249414 0.004567045372148971 -0.0091396757176143463
leaf_weight=76 53 68 64 64 58 66 623 70 63 1650 69
leaf_count=76 53 68 64 64 58 66 623 70 63 1650 69
internal_value=0 0.00511 0.00545864 0.012404 0.00489546 0.00530038 0.00492955 0.00545534 0.00531413 0.00577875 -0.00267293
internal_weight=0 2871 2803 210 2593 2535 2471 146 2405 2273 132
internal_count=2924 2871 2803 210 2593 2535 2471 146 2405 2273 132
is_linear=0
shrinkage=0.16829


Tree=3770
num_leaves=27
num_cat=0
split_feature=1 12 1 1 3 47 0 124 3 1 1 12 52 49 481 403 12 52 52 0 52 52 0 2 52 52
split_gain=28.0196 5.28626 3.71135 2.4817 1.47269 1.22895 1.33483 1.15071 1.12615 0.997395 1.66929 0.834426 0.812403 1.08493 0.673379 0.595763 0.594611 0.568659 0.565589 0.403038 0.341243 0.586173 0.559696 0.238387 0.149649 0.147156
threshold=0.12466500000000001 0.056995000000000011 0.15314500000000003 0.092485000000000026 -1.0000000180025095e-35 0.09772500000000002 -0.06612999999999998 -0.08231999999999999 0.11878500000000002 1.0000000180025095e-35 0.085780000000000009 0.10331000000000001 0.11122500000000002 -0.0096099999999999988 -0.0075349999999999992 -0.51745999999999992 0.084065000000000015 -0.013914999999999999 -0.086514999999999981 -0.083844999999999989 -0.14709999999999998 0.11422000000000002 -0.068189999999999987 0.084450000000000011 0.0049050000000000005 0.41406000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 9 7 6 -2 -5 -6 -1 -11 12 13 17 -14 23 24 -3 -18 -16 -13 22 -22 -15 -17 -21
right_child=2 11 -4 4 8 -7 -8 -9 -10 10 -12 20 14 15 19 16 18 -19 -20 25 21 -23 -24 -25 -26 -27
leaf_value=0.0012332753804739328 0.00019398018477174495 0.0015781784272912915 -0.0002925285082960936 0.0010843267204220738 0.0014905838871948917 0.0010548416191019493 0.00079654117951785208 0.00051606631192321114 0.00095803471329081592 0.0020749198861503035 0.0013620641405664032 0.0016716438944583041 0.0011730716023979886 0.0012955522871314969 0.0017121791705072944 0.0020357806710712975 0.0015619777905797165 0.0011749447340210573 0.001731101489618952 0.001301407851711786 0.0014126063562941869 0.0016369686603328231 0.0010036647995879835 0.0015946878218137102 0.0017960228504062224 0.0015323799814028905
leaf_weight=96 85 85 62 85 102 54 76 72 76 63 84 53 67 53 99 68 303 71 796 58 102 66 58 70 56 71
leaf_count=96 85 85 62 85 102 54 76 72 76 63 84 53 67 53 99 68 303 71 796 58 102 66 58 70 56 71
internal_value=0 0.00152144 0.000418359 0.00124207 0.00105755 0.000623523 0.000478638 0.000823948 0.0012634 0.00149629 0.00166781 0.00159921 0.00162542 0.00165669 0.00146606 0.00168701 0.0017092 0.00139488 0.00168451 0.001552 0.00143026 0.00137349 0.00126459 0.00146608 0.00192779 0.00142881
internal_weight=0 2654 277 578 335 215 161 157 178 243 147 2076 1797 1502 295 1346 1223 156 1099 228 279 226 160 123 124 129
internal_count=2931 2654 277 578 335 215 161 157 178 243 147 2076 1797 1502 295 1346 1223 156 1099 228 279 226 160 123 124 129
is_linear=0
shrinkage=0.0032998


Tree=3771
num_leaves=13
num_cat=0
split_feature=9 44 52 160 49 160 133 52 47 40 13 4
split_gain=0.699012 0.513495 0.454018 0.93863 0.55751 0.562081 0.444315 0.331627 0.298903 0.337123 0.297105 0.289851
threshold=-1.0000000180025095e-35 0.081710000000000019 0.51326500000000019 -0.41331999999999997 -0.15734499999999998 -0.24191499999999996 0.024980000000000006 0.11916 0.11719500000000001 0.0045850000000000005 -0.075449999999999975 -0.050244999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 11 8 9 -7 -9 -6
right_child=1 -3 3 -5 5 7 -8 10 -10 -11 -12 -13
leaf_value=-0.010235723238686226 -0.01092069352442363 0.021164194145536361 0.0082425508294074658 -0.022756947701169785 -0.019481912799110618 0.0052952892561338718 0.0066867007826927373 0.0062488066554480378 0.015151104351830626 -0.0082767360079040644 0.023567460854670125 -0.0026448079137122793
leaf_weight=93 63 52 59 52 52 2171 72 58 85 53 55 66
leaf_count=93 63 52 59 52 52 2171 72 58 85 53 55 66
internal_value=0 0.00458597 0.0042759 -0.00626355 0.00471391 0.0050917 -0.00371671 0.00578344 0.00534658 0.00497105 0.0146941 -0.0100798
internal_weight=0 2838 2786 111 2675 2612 190 2422 2309 2224 113 118
internal_count=2931 2838 2786 111 2675 2612 190 2422 2309 2224 113 118
is_linear=0
shrinkage=0.16829


Tree=3772
num_leaves=31
num_cat=0
split_feature=1 1 3 47 2 3 150 1 48 1 4 2 13 16 16 47 3 3 3 2 3 4 13 16 13 16 402 16 49 2
split_gain=32.9845 8.62182 5.04735 3.36288 1.7614 1.75516 1.84254 1.24046 1.23307 1.09985 1.07974 2.19728 1.0661 0.799472 0.78739 0.756192 0.742376 0.733577 0.726361 0.601418 0.649376 0.563324 0.449712 0.44083 0.364198 0.392368 0.340328 0.29589 0.218693 0.154616
threshold=0.12313000000000002 0.090740000000000015 -0.051469999999999995 0.11230000000000001 0.10669500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.15028500000000003 0.084565000000000015 0.10696000000000001 -0.15504999999999997 0.099845000000000003 -0.14258499999999999 -0.073554999999999995 -0.041434999999999993 0.081905000000000019 0.0053500000000000015 -0.080564999999999984 -0.070099999999999982 0.13751000000000005 -0.0031199999999999995 -0.14088999999999999 -0.073514999999999983 -0.077509999999999982 -0.064249999999999988 -0.0046349999999999994 0.085875000000000021 -0.041434999999999993 0.089350000000000013 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
left_child=1 4 10 7 12 8 9 19 -4 -7 -3 15 -1 18 17 23 21 -15 26 20 -2 -16 -17 -12 -6 -26 28 -25 -14 -28
right_child=3 2 5 -5 24 6 -8 -9 -10 -11 11 -13 13 14 16 22 -18 -19 -20 -21 -22 -23 -24 27 25 -27 29 -29 -30 -31
leaf_value=0.0021329233494147707 0.00077072913555545288 0.0018865028418020512 0.00031485477622395636 0.0010748640708966182 0.0015825371209379586 0.001696053800560514 0.00072580143379005594 -0.00021303799358240696 0.00095746013140085226 0.0010762200199193601 0.0011671276381012773 0.00084095686099848715 0.0018071723070357886 0.0016544251692714403 0.0013190506682360984 0.0019968135087338724 0.002015021910805115 0.0011284963308214574 0.0014867447379951907 0.00010801563841263656 0.00024791323686369738 0.0016755296149335772 0.0015594017351383803 0.0016923994791478276 0.0014927881813668633 0.001134345997470006 0.0021147134024739537 0.0013855451759415681 0.0016016520703121615 0.0018773512298788542
leaf_weight=69 52 70 59 63 90 66 68 56 73 60 53 57 520 57 54 52 66 60 81 67 52 551 53 64 66 70 53 79 67 83
leaf_count=69 52 70 59 63 90 66 68 56 73 60 53 57 520 57 54 52 66 60 81 67 52 551 53 64 66 70 53 79 67 83
internal_value=0 0.00157276 0.00127431 0.000400218 0.001692 0.00096466 0.00116463 0.000212826 0.000670502 0.00140117 0.00151008 0.00143638 0.00172928 0.00171177 0.00163654 0.00154901 0.00168034 0.00138502 0.00178546 0.000352497 0.00050966 0.00164377 0.00177636 0.00142704 0.00141782 0.00130855 0.00181887 0.00152312 0.00178377 0.00197011
internal_weight=0 2641 754 290 1887 326 194 227 132 126 428 358 1661 1592 788 301 671 117 804 171 104 605 105 196 226 136 723 143 587 136
internal_count=2931 2641 754 290 1887 326 194 227 132 126 428 358 1661 1592 788 301 671 117 804 171 104 605 105 196 226 136 723 143 587 136
is_linear=0
shrinkage=0.0032998


Tree=3773
num_leaves=11
num_cat=0
split_feature=12 12 391 129 158 1446 1447 49 1447 13
split_gain=0.7257 0.595801 0.446473 0.412356 0.43084 0.431504 0.467183 0.504674 0.440855 0.268767
threshold=-0.25967999999999997 -0.10063999999999999 -0.080624999999999988 0.091700000000000018 0.112085 0.087090000000000015 -0.086684999999999984 -0.14731999999999998 -0.082119999999999985 -0.0053799999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 -4 -8 -7 -5
right_child=1 2 3 9 -6 8 7 -9 -10 -11
leaf_value=-0.014938022258769541 0.021389681122994095 0.019733972241336994 0.01910613163312163 0.021798229929925451 0.014709716679182515 -0.017647245281902618 -0.0087364840696981094 0.004041268158848076 0.00196674336640451 0.0064501243434145058
leaf_weight=53 61 54 56 60 99 54 91 2251 81 71
leaf_count=53 61 54 56 60 99 54 91 2251 81 71
internal_value=0 0.00492692 0.00456979 0.00427278 0.00381316 0.00338657 0.00390818 0.00354401 -0.00586554 0.0134935
internal_weight=0 2878 2817 2763 2632 2533 2398 2342 135 131
internal_count=2931 2878 2817 2763 2632 2533 2398 2342 135 131
is_linear=0
shrinkage=0.16829


Tree=3774
num_leaves=22
num_cat=0
split_feature=4 2 3 3 376 14 47 4 4 52 3 3 3 52 4 52 0 13 42 48 124
split_gain=25.8636 6.91226 3.56997 2.37289 2.37281 1.85522 1.7465 1.22936 1.62746 1.24747 1.21101 1.36704 0.989534 1.49807 1.28705 0.714682 0.714002 0.576337 0.602672 0.557454 0.374552
threshold=0.31392000000000003 0.13673000000000005 -0.041789999999999994 -0.080854999999999996 0.081270000000000023 0.076450000000000004 1.0000000180025095e-35 -0.15615999999999999 0.032770000000000001 -0.085924999999999987 0.17351000000000003 0.095880000000000007 -0.096099999999999977 -0.23682999999999996 -0.10701499999999999 -0.010034999999999999 -0.10071499999999999 -0.09219999999999999 0.084185000000000024 0.08956500000000002 -0.053299999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 6 12 7 -4 9 -9 11 20 13 -1 -15 -16 -14 -18 -19 -3 -5
right_child=3 19 4 10 -6 -7 -8 8 -10 -11 -12 -13 16 14 15 -17 17 18 -20 -21 -22
leaf_value=0.0020199293043910633 0.0012610113691219602 0.0011922877840359085 0.00194412708000249 0.00073440010404972713 0.0010473629448824696 0.0023714166604584439 0.0021225304691067687 0.0016852307665388715 0.0018881591294761285 0.0010883721711800927 0.00024027713800489929 0.0011875638411766819 0.0016056619686063824 0.0011178769574553243 0.0013745286470834021 0.0018546535868925291 0.0021674748635640106 0.0019612900219895418 0.0018245134905667472 0.00071552569453987912 0.00035226188516779852
leaf_weight=95 82 54 68 59 85 77 72 56 65 122 69 55 99 62 53 97 83 616 854 54 54
leaf_count=95 82 54 68 59 85 77 72 56 65 122 69 55 99 62 53 97 83 616 854 54 54
internal_value=0 0.00177229 0.00180756 0.000776773 0.00154724 0.00186738 0.00165809 0.00155045 0.00144014 0.00127635 0.000609083 0.000760347 0.00184755 0.00167446 0.00151948 0.00168524 0.00187969 0.00189714 0.00188185 0.000954233 0.000552097
internal_weight=0 2612 2504 319 468 2036 383 311 243 178 237 168 1959 307 212 150 1652 1553 1470 108 113
internal_count=2931 2612 2504 319 468 2036 383 311 243 178 237 168 1959 307 212 150 1652 1553 1470 108 113
is_linear=0
shrinkage=0.0032998


Tree=3775
num_leaves=13
num_cat=0
split_feature=123 13 3 11 41 43 2 0 130 43 129 15
split_gain=0.609965 1.02129 0.743855 0.685138 0.615709 0.601963 1.27822 0.861277 0.669285 0.382203 0.350664 0.0980087
threshold=0.081180000000000016 -0.007069999999999999 -0.0013299999999999998 0.093845000000000026 0.085175000000000015 -0.23538999999999996 0.095105000000000009 0.098975000000000021 -0.08175499999999998 0.41435500000000008 -0.0016999999999999999 -0.091664999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 5 6 -1 8 -7 10 -10 -2
right_child=1 -3 -4 -5 -6 7 -8 -9 9 -11 -12 -13
leaf_value=0.0044451476641448173 0.016415466008198126 -0.021947144700735381 -0.010842439654931847 -0.0091845373322125903 0.021954077066768912 -0.010556143916589378 0.037699537219767348 -0.0097873499420369318 0.020799683019687161 -0.0062295445647444214 0.0069206183415979946 0.0067238190638968
leaf_weight=86 59 58 65 78 74 64 53 97 53 61 2095 61
leaf_count=86 59 58 65 78 74 64 53 97 53 61 2095 61
internal_value=0 -0.00245774 0.00364274 0.00634524 0.00681489 0.00636766 0.0171378 0.00573524 0.00639845 0.00689048 0.00726391 0.0115039
internal_weight=0 243 185 2661 2583 2509 139 2370 2273 2209 2148 120
internal_count=2904 243 185 2661 2583 2509 139 2370 2273 2209 2148 120
is_linear=0
shrinkage=0.16829


Tree=3776
num_leaves=12
num_cat=0
split_feature=48 10 1 124 4 11 49 52 1429 160 49
split_gain=0.718438 0.482881 0.980481 0.471892 0.492962 0.477734 0.464489 0.402551 0.690532 0.510803 0.210662
threshold=-0.089974999999999986 -0.16262499999999996 0.14195000000000002 -0.076164999999999983 -9.4999999999999992e-05 0.093845000000000026 0.11882500000000001 -0.068039999999999975 0.084895000000000012 -0.081969999999999987 0.14255500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 9 -9 -5 -8
right_child=1 2 -4 5 -6 -7 10 8 -10 -11 -12
leaf_value=0.022592322705650904 0.018732438680861215 0.0056783503940271403 -0.014184614881029936 -0.014117732322493054 -0.011980470970304411 -0.0085120123841886785 0.021386748209458527 0.0054570589065087993 0.022302257406399805 0.0026797078617236893 0.0087482287857475732
leaf_weight=62 64 83 82 57 97 71 69 1655 72 509 83
leaf_count=62 64 83 82 57 97 71 69 1655 72 509 83
internal_value=0 0.00427249 0.00393871 0.00449061 -0.00382781 0.00508644 0.00548206 0.00488367 0.00616039 0.000984919 0.0144973
internal_weight=0 2842 2778 2696 180 2516 2445 2293 1727 566 152
internal_count=2904 2842 2778 2696 180 2516 2445 2293 1727 566 152
is_linear=0
shrinkage=0.16829


Tree=3777
num_leaves=21
num_cat=0
split_feature=1428 15 15 4 4 1446 42 16 1375 41 9 13 9 1 14 3 1 133 42 4
split_gain=0.499662 0.593237 1.00294 1.01564 3.12593 0.602154 0.584802 0.509425 0.483403 0.507985 0.75787 0.58689 0.842831 0.432027 0.485904 0.896285 0.355117 0.343334 0.25556 0.139345
threshold=0.093475000000000016 0.0047550000000000005 -0.0080049999999999982 -0.17006499999999999 -0.019465 0.037915000000000011 0.088125000000000023 0.25032500000000008 -0.094489999999999991 0.084515000000000021 0.086320000000000022 -0.11760499999999999 -0.069284999999999985 0.099515000000000006 0.077685000000000018 -0.097199999999999995 0.087110000000000007 0.40408500000000008 0.11603500000000001 0.018150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 7 -5 13 -7 -4 -1 10 11 19 -13 14 15 -3 18 -18 -17 -10
right_child=-2 5 3 4 -6 6 -8 -9 9 -11 -12 12 -14 -15 -16 16 17 -19 -20 -21
leaf_value=0.017801099750369979 0.020235268706518102 0.02199479600032548 -0.0092157817907507697 -0.043645903756558649 0.0061594428974774641 0.03141887470941504 0.0067919687709725477 0.012335363059902734 0.0081708950354625696 0.017883354045210138 -0.016933828860321708 -0.018778446167018809 0.0027434722005560959 0.016060824487355178 -0.011446214838913669 0.0066023251364949317 -0.0076137756240640562 0.0080858754123908343 -0.0053433443370008394 0.019818360876290301
leaf_weight=63 52 81 54 68 75 52 58 73 57 60 57 54 1122 96 53 523 133 56 56 61
leaf_count=63 52 81 54 68 75 52 58 73 57 60 57 54 1122 96 53 523 133 56 56 61
internal_value=0 0.00358077 0.00164478 -0.00778273 -0.0175117 0.00662639 0.0184501 0.00315774 0.00337289 0.00272741 0.00205298 0.00289072 0.00175369 0.00532138 0.00417638 0.00515376 0.00337522 -0.00295252 0.00544386 0.0142073
internal_weight=0 2852 1744 270 143 1108 110 127 1474 1411 1351 1294 1176 998 902 849 768 189 579 118
internal_count=2904 2852 1744 270 143 1108 110 127 1474 1411 1351 1294 1176 998 902 849 768 189 579 118
is_linear=0
shrinkage=0.16829


Tree=3778
num_leaves=10
num_cat=0
split_feature=48 3 0 1453 1443 456 3 15 0
split_gain=0.501358 0.44059 0.721014 0.493962 0.547237 0.374093 0.379971 0.398709 0.197534
threshold=-0.089974999999999986 -0.16100499999999998 0.10446500000000002 -0.079499999999999987 1.0000000180025095e-35 0.088610000000000008 0.41110500000000005 -0.21242999999999998 0.11737000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 8 3 -3 5 6 7 -5 -2
right_child=1 2 -4 4 -6 -7 -8 -9 -10
leaf_value=0.018203778334792038 0.017627357805152736 0.017017240318045239 -0.014210342313046525 -0.0039921713424425249 -0.014120568297085422 -0.0075635237226985876 0.0170871546365404 0.0036243389002007733 0.0054859461761821056
leaf_weight=62 78 68 72 214 55 94 55 2131 75
leaf_count=62 78 68 72 214 55 94 55 2131 75
internal_value=0 0.00289998 0.00239932 0.00285698 0.00247852 0.0028453 0.00325372 0.00292851 0.0116874
internal_weight=0 2842 2689 2617 2549 2494 2400 2345 153
internal_count=2904 2842 2689 2617 2549 2494 2400 2345 153
is_linear=0
shrinkage=0.16829


Tree=3779
num_leaves=26
num_cat=0
split_feature=4 2 123 15 42 16 15 4 43 2 4 2 15 1446 2 16 16 456 43 2 16 16 49 49 2
split_gain=23.9687 8.65811 4.94452 2.20105 1.74406 1.75202 1.77936 2.40485 1.37336 1.35342 1.25029 1.12791 0.798775 0.796391 0.742664 0.654643 0.591662 0.488072 0.913068 0.487361 0.481235 0.391411 0.745358 0.672655 0.223132
threshold=0.31392000000000003 0.13388500000000003 0.081180000000000016 0.025430000000000005 0.079335000000000003 0.52131500000000008 -0.0070899999999999991 -0.22295999999999996 -0.073079999999999992 0.15305000000000002 -0.111135 0.10384 -0.43091499999999999 0.037915000000000011 0.086365000000000011 -0.0060749999999999997 -0.53342999999999996 0.041000000000000002 -0.081744999999999984 0.11558500000000001 0.053305000000000012 0.08215500000000002 0.082820000000000019 -0.0037099999999999998 0.091235000000000024
decision_type=2 2 2 2 2 2 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 11 -8 19 -3 -5 -1 -10 20 -4 17 -14 18 -6 -2 24 23 -23 -17 -12
right_child=8 9 14 10 15 -7 7 -9 12 -11 13 -13 16 -15 -16 21 -18 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.0015805458862895639 0.00053780900974485205 0.0010228501022255603 0.00069233075354808093 0.002162341703928373 0.0020644253602996212 0.0019064759947802011 0.0015530146673340972 0.00067362921075056752 0.00099010656279972255 0.0003135976888556021 0.0017531322581148853 0.0011751639113251233 0.00079637124179665858 0.0020256030474705739 0.0012053194811624392 0.0016563548934823752 0.00032262451092740117 0.0015069959452480941 0.0016877132542973332 8.723995207548328e-05 0.0014257929551273979 0.0018228558149462201 0.0014167699575214994 0.0011316525038197211 0.0016135657274699278
leaf_weight=306 52 66 55 81 114 76 59 80 99 53 635 100 65 93 71 56 52 63 188 53 65 119 86 52 165
leaf_count=306 52 66 55 81 114 76 59 80 99 53 635 100 65 93 71 56 52 63 188 53 65 119 86 52 165
internal_value=0 0.00157711 0.00161911 0.00165345 0.00156266 0.00143593 0.00137025 0.00104715 0.000620847 0.000707261 0.00176692 0.00148078 0.000771443 0.00173345 0.000981675 0.00167869 0.000586118 0.00177437 0.00183003 0.000310714 0.00170199 0.001567 0.00165267 0.00140405 0.00172439
internal_weight=0 2583 2464 2338 1299 621 545 139 321 119 1039 406 216 958 126 678 117 365 302 105 865 313 205 108 800
internal_count=2904 2583 2464 2338 1299 621 545 139 321 119 1039 406 216 958 126 678 117 365 302 105 865 313 205 108 800
is_linear=0
shrinkage=0.0032998


Tree=3780
num_leaves=23
num_cat=0
split_feature=2 1429 158 15 11 0 3 14 52 2 403 52 1 2 0 484 52 42 4 403 16 484
split_gain=0.528314 0.648634 0.600767 0.618675 0.974129 0.678623 0.554044 0.548132 0.576429 0.535098 0.476607 0.492923 0.582418 1.40439 0.466199 0.595838 0.434077 0.417044 0.401774 0.366041 0.311557 0.180615
threshold=0.091290000000000024 0.086185000000000012 0.10339500000000001 -0.41956999999999994 0.079225000000000004 -0.066574999999999981 -0.012814999999999998 -1.0000000180025095e-35 -0.054584999999999995 -0.0098549999999999974 0.10460500000000002 -0.53473999999999988 0.086215000000000014 0.10697500000000001 -0.10185499999999999 0.067220000000000016 -0.06717999999999999 0.083925000000000013 -0.07879499999999999 -0.53379499999999991 -0.28430999999999995 -0.0019849999999999994
decision_type=2 2 2 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 19 8 -2 -7 11 -9 14 -14 -13 18 -8 20 -16 -5 -15 -4
right_child=7 -3 21 4 -6 9 16 10 -10 -11 -12 12 13 17 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.013424865444621334 -0.00014010435293601472 0.022908227502045214 0.0094530615967062699 -0.0071242453096032931 0.026822182692168087 -0.018866195439551023 0.0039907983164020376 0.01106888658423117 0.02403396139273974 0.0014008166761609036 0.015433487089176308 0.012880182498718043 -0.025617325167921218 0.010200756631404219 -0.01512307064431892 0.014150820831946418 0.023787568305596144 -0.010445676190940134 -0.00049274842997384417 0.0052607681859490217 -0.0034567846338196297 0.022706912762703178
leaf_weight=52 52 63 52 72 57 58 52 97 60 101 57 90 86 96 62 70 80 90 375 1075 93 68
leaf_count=52 52 63 52 72 57 58 52 97 60 101 57 90 86 96 62 70 80 90 375 1075 93 68
internal_value=0 0.00613697 0.00550206 0.00461068 0.0052392 0.00438244 0.00567217 0.00157028 0.0127942 -0.00598088 0.000442247 -0.00036295 -0.00151751 -0.00681426 0.00171787 -0.000260066 0.0160025 -0.0010119 -0.00257256 0.00448176 0.00347087 0.0169785
internal_weight=0 1730 1667 1547 1495 1438 1279 1228 112 159 1116 1059 962 365 597 507 132 279 437 1147 189 120
internal_count=2958 1730 1667 1547 1495 1438 1279 1228 112 159 1116 1059 962 365 597 507 132 279 437 1147 189 120
is_linear=0
shrinkage=0.16829


Tree=3781
num_leaves=23
num_cat=0
split_feature=4 2 39 13 4 14 2 2 157 157 0 43 2 0 49 0 0 4 474 475 16 15
split_gain=20.1994 6.22363 3.28729 3.26825 2.22154 1.59528 1.43509 1.32364 0.986366 1.35656 0.95383 0.82819 0.82311 0.852085 0.680708 1.5273 0.996353 0.600569 0.467418 0.431159 0.393236 0.278957
threshold=0.31392000000000003 0.10523 0.0039300000000000003 -0.23438999999999996 -0.37626499999999991 -0.45687499999999998 -0.007134999999999999 0.13673000000000005 -0.08205999999999998 -0.063024999999999984 -0.029849999999999998 -0.077034999999999978 0.11297 -0.080734999999999987 -0.019034999999999996 -0.098429999999999976 -0.15184499999999998 0.51152500000000012 0.08425500000000001 -0.084169999999999981 -0.53342999999999996 -0.065419999999999992
decision_type=2 2 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 -2 -4 12 18 -10 14 -7 13 -6 15 -11 -16 20 -1 -20 -13 -14
right_child=5 3 6 4 7 11 -8 -9 9 10 -12 17 21 -15 16 -17 -18 -19 19 -21 -22 -23
leaf_value=0.0019952940405375077 0.0010636645860925185 0.00048187149837895338 0.00067292911455678762 0.0017767633117337636 0.00075298961960693761 0.00017314174887458534 0.0013271608182931181 0.00072806180827713989 0.0011653690072165282 0.00098702313159287707 0.0012228138817253699 0.00063396972982959136 0.001559581224006078 0.0013265674689943963 0.001989350240480373 0.0017186382691232165 0.0015919740359053081 0.00083503768712560691 0.0018804412219495059 0.0014981683679588648 0.00025307472779843696 0.0012679449907512786
leaf_weight=79 63 73 59 70 60 71 97 71 94 62 81 61 67 54 73 63 1417 70 60 73 58 82
leaf_count=79 63 73 59 70 60 71 97 71 94 62 81 61 67 54 73 63 1417 70 60 73 58 82
internal_value=0 0.0014666 0.00154204 0.00112522 0.00124138 0.000592099 0.00107995 0.00112907 0.00157803 0.00155267 0.00157412 0.0004777 0.0012372 0.00102499 0.00159172 0.00135604 0.00161147 0.000591924 0.00179194 0.00167089 0.000448619 0.00139932
internal_weight=0 2635 2158 477 404 323 156 334 2002 1790 1696 260 263 114 1615 125 1490 189 212 133 119 149
internal_count=2958 2635 2158 477 404 323 156 334 2002 1790 1696 260 263 114 1615 125 1490 189 212 133 119 149
is_linear=0
shrinkage=0.0032998


Tree=3782
num_leaves=33
num_cat=0
split_feature=12 2 15 2 2 12 15 14 43 2 2 15 43 2 16 49 3 15 158 159 15 15 13 13 155 16 3 133 43 16 160 2
split_gain=30.5594 9.4503 7.84424 6.84087 6.09774 2.21995 1.9493 1.60926 1.87998 1.60143 0.983221 1.34749 1.41375 0.981477 0.979475 0.934425 1.0102 0.838159 0.608169 0.685566 0.58843 0.485027 0.412195 0.884015 0.663157 1.07511 0.506887 0.549051 0.399617 0.193716 0.370535 0.25921
threshold=0.078120000000000009 0.13447000000000003 -0.26361999999999991 0.10523 -0.007134999999999999 0.093455000000000024 -0.0025249999999999995 -0.42227999999999993 -0.0068849999999999996 0.092935000000000004 0.088995000000000005 0.094570000000000015 -0.0011349999999999999 0.14132000000000003 -0.33811499999999994 0.085925000000000015 -0.13392999999999997 -0.075094999999999981 0.08796000000000001 0.024100000000000003 -0.097454999999999986 -0.023589999999999996 -0.065239999999999979 -0.049994999999999991 0.083500000000000005 0.0030150000000000008 -0.07798999999999999 0.096875000000000017 -0.06538999999999999 -0.012609999999999998 0.019875 0.092155000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 4 -4 10 9 -1 -9 20 15 12 29 17 -7 16 -2 -5 19 -18 -6 -19 26 -24 25 -25 -16 28 -28 31 -31 -12
right_child=1 -3 3 13 6 14 -8 8 -10 -11 11 -13 -14 -15 22 -17 18 21 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 30 -32 -33
leaf_value=0.00077915647758280049 0.0022506166288021449 0.00049965656305358717 0.00067469081497274926 0.00052297372579824066 0.0019266649632502192 0.0011289395622433853 0.0020018109957383947 -0.00025999499000905118 0.0005377280100158187 0.001023557509733289 0.0017550065521590172 0.0021285271425507853 0.0011804087599425 0.00029607197993432636 0.0014285110907209357 0.0021418018501376873 0.0017770243973542319 0.0012029232752175179 0.0020622747653560635 0.0013847728680721502 0.0014325791433648762 0.00077112065279134553 0.0011378859836310897 0.0016390732586040765 0.0019085969322607992 0.0011787219133648527 0.0020996030069777558 0.0015418469596497628 0.0017095821923061769 0.0019455691495785547 0.0015718393825503764 0.0014324053770822954
leaf_weight=58 53 73 99 79 52 54 99 68 61 68 54 53 81 58 57 102 710 52 76 53 55 64 55 226 60 74 65 65 54 68 53 59
leaf_count=58 53 73 99 79 52 54 99 68 61 68 54 53 81 58 57 102 710 52 76 53 55 64 55 226 60 74 65 65 54 68 53 59
internal_value=0 0.00166723 0.000915836 0.00109301 0.0013772 0.00170835 0.0016309 0.000322528 0.00011695 0.00142086 0.00178651 0.00163992 0.0015576 0.000673899 0.00155836 0.00184075 0.00180628 0.000786098 0.00177817 0.00174982 0.00167302 0.000964991 0.00159366 0.00152979 0.00158956 0.00152564 0.0017035 0.00178849 0.00192291 0.00168801 0.00178216 0.00158688
internal_weight=0 2145 813 626 373 2072 274 187 129 175 1362 368 315 253 710 994 892 195 839 763 107 116 656 415 360 300 241 184 119 234 121 113
internal_count=2958 2145 813 626 373 2072 274 187 129 175 1362 368 315 253 710 994 892 195 839 763 107 116 656 415 360 300 241 184 119 234 121 113
is_linear=0
shrinkage=0.0032998


Tree=3783
num_leaves=11
num_cat=0
split_feature=1453 448 0 3 3 52 52 16 0 3
split_gain=0.592155 0.43101 0.523539 0.381848 0.689916 0.361863 0.316092 0.338756 0.604131 0.469512
threshold=-0.0067199999999999994 -0.063044999999999976 -0.23043999999999995 0.41417000000000009 0.28833000000000003 -0.0083399999999999985 -0.5602649999999999 0.24100000000000002 -0.079964999999999994 0.097775000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 6 -1 -4 9 -9 -8
right_child=1 2 3 -5 -6 -7 7 8 -10 -11
leaf_value=0.0084002178670053145 -0.0055874715219924442 0.018687225027752583 0.018187936699905285 0.019333742720491719 -0.012935397450484686 0.025785971781676041 0.0053635079195763023 -0.016306816515949622 0.0032291183967201463 0.020120653809465389
leaf_weight=73 101 84 53 53 60 64 2089 54 264 63
leaf_count=73 101 84 53 53 60 64 2089 54 264 63
internal_value=0 0.00519865 0.00559983 0.0051821 0.00489103 0.0165351 0.00531567 0.00503874 -8.26551e-05 0.00579636
internal_weight=0 2821 2720 2636 2583 137 2523 2470 318 2152
internal_count=2958 2821 2720 2636 2583 137 2523 2470 318 2152
is_linear=0
shrinkage=0.16829


Tree=3784
num_leaves=32
num_cat=0
split_feature=1 12 1 1 12 13 12 1452 51 43 13 52 12 12 43 133 13 16 13 13 16 160 1 12 156 1 16 160 43 133 50
split_gain=22.9247 4.13226 3.98771 1.92837 2.00582 1.98449 1.46018 1.08427 0.912461 0.926751 0.827168 0.811964 0.729144 0.720294 0.657515 0.703592 0.640908 0.852146 0.735879 0.502112 0.459669 0.450951 0.527026 0.820272 0.739463 0.321784 0.280442 0.271311 0.262979 0.185754 0.0938435
threshold=0.10575500000000002 0.085075000000000026 0.13130500000000003 0.091280000000000014 0.085845000000000019 -0.004409999999999999 0.091290000000000024 0.086470000000000005 0.10876000000000001 -0.055679999999999993 -0.0093249999999999982 -0.070104999999999987 0.11878500000000002 -0.032329999999999991 0.0034500000000000004 -0.090054999999999982 -0.013819999999999997 -0.080324999999999994 0.0014600000000000001 -0.069874999999999979 -0.42170999999999997 -0.52641999999999989 0.085720000000000005 0.08401500000000002 0.080810000000000007 0.094165000000000013 -0.026479999999999997 -0.063889999999999988 0.16744000000000003 0.09043000000000001 0.089390000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 11 6 5 -5 7 14 9 10 -2 -3 16 -11 21 28 17 -8 -18 25 -15 -1 24 -24 -23 -6 -20 -19 -16 -29 -21
right_child=1 2 -4 4 19 -7 12 -9 -10 13 -12 -13 -14 20 15 -17 18 27 26 30 -22 22 23 -25 -26 -27 -28 29 -30 -31 -32
leaf_value=0.0019290004391146508 0.00057003688996397123 0.0017259352704039313 0.00038901895466694124 0.00062559539475990928 0.0015018431521415067 0.0013548344964119255 0.0018263668681111102 0.0020599501509645994 0.0010116791285340418 0.00095522867480691588 7.3784314830501808e-05 0.0012522326191650988 0.0011121753752129325 0.00078971556828606347 0.0017207724466957394 0.0011172553694886571 0.0010159747946290743 0.0016723054099872067 0.0013457511719474112 0.0014611452535779616 0.00038887393244860973 0.0016143755229874809 0.0011747220789780943 0.0016425922498496752 0.001872265491314419 0.001873348652027703 0.0016384306016776066 0.0015526794667755836 0.0014200418788790927 0.0013217339488006761 0.0012669227448401914
leaf_weight=58 92 65 52 72 53 94 99 62 59 81 61 103 68 54 62 56 58 52 101 63 75 678 68 105 150 52 58 59 70 122 56
leaf_count=58 92 65 52 72 53 94 99 62 59 81 61 103 68 54 62 56 58 52 101 63 75 678 68 105 150 52 58 59 70 122 56
internal_value=0 0.000821641 0.00118848 0.00152647 0.00131432 0.00103875 0.00156942 0.00163199 0.000630316 0.000568234 0.000372415 0.00143572 0.0014366 0.000710734 0.00161069 0.0014294 0.00147672 0.00156848 0.00133616 0.00151838 0.000556941 0.00164284 0.00162622 0.00145889 0.00166114 0.00168616 0.00145274 0.00145876 0.00156156 0.00139721 0.00137004
internal_weight=0 642 220 2316 390 166 1926 1309 422 363 153 168 617 210 1247 188 549 332 217 224 129 1059 1001 173 828 105 159 233 132 181 119
internal_count=2958 642 220 2316 390 166 1926 1309 422 363 153 168 617 210 1247 188 549 332 217 224 129 1059 1001 173 828 105 159 233 132 181 119
is_linear=0
shrinkage=0.0032998


Tree=3785
num_leaves=17
num_cat=0
split_feature=4 3 48 480 474 132 48 400 133 48 4 4 1375 13 51 48
split_gain=1.24754 1.13067 0.766217 0.522413 0.483907 0.478798 0.533994 0.400715 0.362014 0.436171 0.40789 0.321496 0.596986 0.317251 0.232927 0.178534
threshold=0.008570000000000003 0.30863500000000005 0.10971000000000002 -0.022539999999999998 -0.10063999999999999 0.082230000000000011 0.081520000000000023 1.0000000180025095e-35 0.093995000000000009 -0.035574999999999989 0.053925000000000008 0.0019650000000000002 -0.084979999999999986 0.069860000000000019 -0.069944999999999993 0.11466000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 -5 6 8 11 9 -2 -11 12 -6 -14 -12 -8
right_child=1 -3 -4 4 7 -7 15 -9 -10 10 14 -13 13 -15 -16 -17
leaf_value=-0.0071214417332474854 -0.0057144596988761755 -0.020928099100734392 0.02448239201509313 0.023693620066560447 -0.010617856074397388 -0.010145429262908488 -0.012703666986500932 0.021535796286331794 -0.0040119911934114487 0.023532780638174485 -0.00015096441823390398 0.016530654370209126 0.0076681975661473971 0.00035446919457344345 0.010168871416374538 -0.00015092524233264949
leaf_weight=70 59 67 75 52 57 83 63 54 89 53 82 92 1548 189 249 66
leaf_count=70 59 67 75 52 57 83 63 54 89 53 82 92 1548 189 249 66
internal_value=0 9.07761e-06 0.0077637 0.00715473 0.00765731 0.00189696 0.00341181 0.00722654 0.00576897 0.00773805 0.00980965 0.00681589 0.00631669 0.00687344 0.00760687 -0.00629526
internal_weight=0 811 2137 2062 1992 744 661 1940 532 443 384 1886 1794 1737 331 129
internal_count=2948 811 2137 2062 1992 744 661 1940 532 443 384 1886 1794 1737 331 129
is_linear=0
shrinkage=0.16829


Tree=3786
num_leaves=18
num_cat=0
split_feature=3 51 11 43 12 131 132 12 0 13 30 13 0 12 13 43 42
split_gain=0.907692 0.480791 0.416231 0.479159 1.0787 0.65314 0.535739 0.966607 0.583787 0.446122 0.391818 0.373733 0.799698 0.267772 0.193399 0.143238 0.0163235
threshold=0.099330000000000016 0.17005500000000004 0.095210000000000017 -0.10945499999999998 0.091290000000000024 0.07635500000000002 0.089605000000000004 0.092735000000000026 0.12503500000000004 0.060680000000000005 0.086055000000000006 -0.11210999999999999 -0.13843999999999998 0.099510000000000015 -0.43902499999999994 -0.16318499999999997 -0.048604999999999988
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 15 8 -8 9 10 -5 14 -13 -6 -2 -1 -15
right_child=11 -3 -4 6 13 -7 7 -9 -10 -11 -12 12 -14 16 -16 -17 -18
leaf_value=0.022972444802721172 -0.0038735154978828271 0.021394565433746661 -0.0082727721118587318 0.0058987154349571065 -0.0063362128456424145 0.005875492357149268 -0.02248259756466103 0.0087771743952131682 0.022828790072737321 -0.0060829503962171539 -0.0084981306552936852 0 -0.024456913233051832 0.0095873411871095372 0.0088149213959713753 0.035290370489277759 0.0052706050966898578
leaf_weight=58 70 54 62 1888 64 52 55 57 53 99 55 95 63 53 66 52 52
leaf_count=58 70 54 62 1888 64 52 55 57 53 99 55 95 63 53 66 52 52
internal_value=0 0.00566629 0.00533894 0.00567216 0.0116468 0.0214606 0.00477528 -0.00655757 0.005382 0.00492829 0.00549026 -0.00418571 -0.00975466 0.00222889 0.0022709 0.0288118 0.00746664
internal_weight=0 2654 2600 2538 331 162 2207 112 2095 2042 1943 294 158 169 136 110 105
internal_count=2948 2654 2600 2538 331 162 2207 112 2095 2042 1943 294 158 169 136 110 105
is_linear=0
shrinkage=0.16829


Tree=3787
num_leaves=27
num_cat=0
split_feature=2 2 2 14 16 2 457 16 133 43 43 16 48 43 2 48 1213 483 151 34 400 130 2 11 42 2
split_gain=29.7557 21.9753 5.63051 4.91878 4.65152 4.33749 2.87997 2.14902 1.41588 1.1242 0.957725 1.40574 0.90586 0.65888 0.638837 0.995389 0.539467 0.591446 0.544901 0.460708 0.345395 0.200078 0.219293 0.147947 0.142337 0.0276797
threshold=0.11366500000000002 -1.0000000180025095e-35 0.16730000000000003 0.073890000000000011 0.14976500000000001 0.098655000000000007 0.059100000000000007 -0.059289999999999995 0.024055000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 -0.037309999999999989 0.086950000000000013 -0.069944999999999993 0.13913500000000004 0.097025000000000014 0.060985000000000004 -0.087529999999999983 -0.085074999999999984 -0.075184999999999988 -1.0000000180025095e-35 1.0000000180025095e-35 0.08895500000000002 0.08184000000000001 0.089840000000000017 0.11934000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 5 8 9 12 19 14 16 11 -11 13 -7 15 25 17 -3 -19 -1 -18 22 -12 -15 -6 -2
right_child=2 3 -4 -5 24 6 -8 -9 -10 10 21 -13 -14 23 -16 -17 20 18 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00088913224716082094 0.0011787630643874569 0.0024441587274912934 0.00030565032375062405 0.0029186067402784707 0.0017508027180052265 0.0017632143590799864 0.0010481088138144909 0.0013456407444294202 0.0014849378206097865 0.0013615907955852127 0.0021363510012478073 0.0020790841659594061 0.0015695901486974027 0.0020404978923883673 0.00065663807456581291 0.0006950872647081193 0.0021900808345187853 0.0023724969771047014 0.0021391031270933504 0.0004519339590721668 0.0025347863095705248 0.0022805078210210742 0.0019332531371279403 0.0022659191202952138 0.002001569134223283 0.0012999136236064451
leaf_weight=52 52 92 76 82 54 93 52 98 69 53 189 69 76 100 62 56 53 126 986 54 88 65 91 53 53 54
leaf_count=52 52 92 76 82 54 93 52 98 69 53 189 69 76 100 62 56 53 126 986 54 88 65 91 53 53 54
internal_value=0 0.00203075 0.0011296 0.00212408 0.00128607 0.00209426 0.0017702 0.000993052 0.00107075 0.00216112 0.00202075 0.00176768 0.0018867 0.00198452 0.000943005 0.00105238 0.00220984 0.0021869 0.00216558 0.000666741 0.00240547 0.00211014 0.00207047 0.00211882 0.00187534 0.00124081
internal_weight=0 2472 476 2268 400 2186 374 204 293 1812 467 122 322 246 224 162 1345 1204 1112 106 141 345 280 153 107 106
internal_count=2948 2472 476 2268 400 2186 374 204 293 1812 467 122 322 246 224 162 1345 1204 1112 106 141 345 280 153 107 106
is_linear=0
shrinkage=0.0032998


Tree=3788
num_leaves=22
num_cat=0
split_feature=2 2 16 2 2 150 39 14 0 0 43 16 2 11 150 0 52 16 52 457 16
split_gain=12.0587 7.94529 3.38448 1.58218 1.56328 3.46939 1.19418 0.993743 1.39729 0.921693 0.832738 0.782781 0.738677 0.700859 0.562339 0.532531 0.529766 0.423922 0.38267 0.336941 0.202997
threshold=0.11523000000000001 -1.0000000180025095e-35 -0.085454999999999989 0.15305000000000002 0.099845000000000003 0.082085000000000019 0.086285000000000014 0.064610000000000015 -0.22745499999999999 -0.07385499999999999 -0.049364999999999992 0.061775000000000004 0.14744000000000002 0.08184000000000001 0.079335000000000017 -0.11073999999999999 0.0035300000000000006 -0.0071849999999999995 0.029970000000000007 -0.086909999999999987 -0.5038649999999999
decision_type=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 12 11 7 10 9 8 -3 -1 18 -4 20 16 15 -10 -12 -16 -6 -17 -2
right_child=2 4 3 -5 5 -7 -8 -9 14 -11 13 -13 -14 -15 17 19 -18 -19 -20 -21 -22
leaf_value=0.0012347515228700301 0.00044049274531204061 0.00088447531497278789 0.00093158931918085452 0.0005136164244780875 0.00099010360704281141 0.00052131473696416671 0.00042210645174195813 0.001808765323718071 0.0011649507534147367 0.00064688476814960742 0.0011713225726774879 0.001364193744298301 0.00011326303765797636 0.0017853797643308646 0.001491170273626588 0.0016906567082743101 0.0015852120896330773 0.0018521824550856417 0.0013466877732639065 0.0014216882908485052 0.00070274613796860971
leaf_weight=57 75 52 90 55 77 67 87 75 88 60 78 94 60 59 97 54 61 58 59 1487 58
leaf_count=57 75 52 90 55 77 67 87 75 88 60 78 94 60 59 97 54 61 58 59 1487 58
internal_value=0 0.00134024 0.000743274 0.00100584 0.00139534 0.00120747 0.000715626 0.00143474 0.00141944 0.000933583 0.00134501 0.00115279 0.00041794 0.00148217 0.00143502 0.00141678 0.00135321 0.00162649 0.00114506 0.00143114 0.000555124
internal_weight=0 2516 432 239 2312 401 204 1911 1836 117 334 184 193 198 1784 1629 139 155 136 1541 133
internal_count=2948 2516 432 239 2312 401 204 1911 1836 117 334 184 193 198 1784 1629 139 155 136 1541 133
is_linear=0
shrinkage=0.0032998


Tree=3789
num_leaves=23
num_cat=0
split_feature=15 2 2 2 2 150 151 16 15 2 2 15 16 43 157 155 157 151 2 484 15 2
split_gain=26.6963 14.7265 5.54008 3.57991 3.56637 4.83746 2.68744 1.95 1.48557 1.38888 1.76824 1.05968 0.892794 0.877913 0.942779 0.748393 0.594994 0.499909 0.343827 0.360689 0.233555 0.150135
threshold=-0.26361999999999991 0.11366500000000002 -1.0000000180025095e-35 0.15305000000000002 0.099845000000000003 0.082085000000000019 -1.0000000180025095e-35 0.14976500000000001 -0.040769999999999994 0.13881000000000002 0.10233000000000002 -0.036279999999999993 -1.0000000180025095e-35 -0.49922499999999997 -0.082714999999999983 0.11198500000000002 -0.066269999999999982 -0.063719999999999985 0.086755000000000013 0.080390000000000017 -0.094839999999999994 0.10472500000000001
decision_type=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 7 13 8 -2 11 21 10 -1 20 -10 -4 18 -14 -16 -18 -15 -20 -3 -6
right_child=1 3 4 -5 5 -7 -8 -9 12 -11 -12 -13 15 14 16 -17 17 -19 19 -21 -22 -23
leaf_value=0.00037237064264513265 0.00060862322692775651 0.00098847131105894216 0.0023395454042027084 0.00037815223881017035 0.0015897056758673474 0.00064393224743516269 0.0015624385526314074 0.0016253062661585513 0.0022943229596568983 0.00017797600262953588 0.0010805514814318086 0.001366463463319042 0.0014781919045093995 0.0019320530656962798 0.0016112018813396955 0.0020396154136610115 0.0020773422615133741 0.0018765015242259691 0.0024435790285764611 0.0020687412089135148 0.00068038240330030634 0.0013578342224157543
leaf_weight=76 55 58 53 63 58 54 78 98 52 73 78 69 52 62 86 53 153 1435 54 63 52 73
leaf_count=76 55 58 53 63 58 54 78 98 52 73 78 69 52 62 86 53 153 1435 54 63 52 73
internal_value=0 0.00173162 0.00182337 0.00108895 0.00186211 0.0015513 0.00116827 0.00125048 0.00172131 0.000553506 0.000731288 0.00104507 0.00193848 0.00191787 0.00190579 0.00176191 0.00188127 0.00189587 0.00213487 0.00224204 0.00084315 0.00146076
internal_weight=0 2721 2381 340 2248 342 133 277 288 227 154 179 157 1906 1853 105 1674 1588 179 117 110 131
internal_count=2948 2721 2381 340 2248 342 133 277 288 227 154 179 157 1906 1853 105 1674 1588 179 117 110 131
is_linear=0
shrinkage=0.0032998


Tree=3790
num_leaves=25
num_cat=0
split_feature=4 1 52 1 52 13 4 13 157 160 51 15 15 13 157 15 15 15 150 4 403 4 42 47
split_gain=34.886 9.40952 5.15544 3.73672 2.58212 1.81597 1.35869 1.18832 1.15378 1.15359 0.918771 1.0351 0.749635 0.93623 0.978262 0.665979 0.635035 0.552356 0.734902 0.519657 0.502836 0.433207 0.412145 0.209448
threshold=0.31392000000000003 0.10404000000000001 -0.41694999999999993 0.13707500000000003 -0.020789999999999996 -0.14258499999999999 -0.074254999999999988 0.041960000000000004 -0.085474999999999982 -1.0000000180025095e-35 -0.041139999999999989 0.050935000000000008 -0.22991499999999995 -0.065239999999999979 -0.022224999999999998 -0.075094999999999981 -0.43091499999999999 -0.46772999999999992 0.10325000000000002 -0.10701499999999999 -0.51745999999999992 0.0033150000000000007 0.08400500000000001 0.088495000000000004
decision_type=2 2 2 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 15 -1 7 10 22 -6 -7 -12 -10 21 -15 -4 -5 -2 -19 -9 -13 -14 -8 -11
right_child=3 2 4 16 9 6 8 19 12 23 11 20 13 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=0.0020125916639739893 0.0008227416927589227 0.0018124576435339251 0.00027406984876596761 4.8590864425798222e-05 0.0014877684436307925 0.0020749404268434243 0.0019438410584736515 0.0011695051353102259 0.0018021615586042933 0.00074804855488117775 0.0012024184361167144 0.0014695185489648989 0.0015521943271560828 0.00086766637369546727 0.0013451974958629161 0.00070762333923703169 -0.00046413695338155917 0.00027155705002689334 0.00075553726109239285 0.0015562313144468092 0.0017202507013557209 0.0013564327483881027 0.0015826577216038337 0.0010482989052832718
leaf_weight=88 61 68 72 53 56 59 61 79 54 52 54 106 398 53 424 84 52 94 54 75 554 184 84 52
leaf_count=88 61 68 72 53 56 59 61 79 54 52 54 106 398 53 424 84 52 94 54 75 554 184 84 52
internal_value=0 0.00146583 0.000987817 0.000302622 0.000810251 0.00154657 0.00152779 0.00162397 0.00145688 0.00110497 0.0016769 0.00164396 0.00142063 0.00140115 0.00129221 0.000507748 -0.000204996 0.000557814 0.000448382 0.00135807 0.00168003 0.00149036 0.00173485 0.000898513
internal_weight=0 2657 384 314 316 2273 2185 927 1258 160 773 714 1113 1059 477 156 105 209 148 154 660 582 145 104
internal_count=2971 2657 384 314 316 2273 2185 927 1258 160 773 714 1113 1059 477 156 105 209 148 154 660 582 145 104
is_linear=0
shrinkage=0.0032998


Tree=3791
num_leaves=24
num_cat=0
split_feature=4 12 1 42 1 10 4 4 12 4 1 1 1428 12 48 4 43 131 47 4 43 16 1
split_gain=28.7325 6.84456 4.66334 2.31247 2.14254 1.37444 1.1543 1.21047 0.986682 0.699499 0.700661 0.674982 0.630807 0.607206 0.576954 0.895366 0.457881 0.402312 0.376587 0.352159 0.306259 0.0909692 0.0578411
threshold=0.31392000000000003 0.056995000000000011 0.10373000000000002 0.12219000000000001 0.13707500000000003 -0.0034499999999999995 -0.081139999999999976 -0.0090849999999999976 0.083310000000000009 0.41823000000000005 0.12200500000000002 0.11329500000000002 0.087375000000000022 0.096150000000000013 0.082425000000000012 -0.007069999999999999 0.041625000000000002 0.10548500000000001 0.087945000000000009 -0.4950449999999999 -0.011714999999999998 -0.082119999999999985 0.14754500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 8 9 -4 19 -8 -3 -2 -11 -7 13 14 16 -16 -10 18 -15 -1 -9 -22 -6
right_child=4 3 5 -5 22 11 7 20 12 10 -12 -13 -14 17 15 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.0016408673916950564 0.00051215640343876367 0.0021103190139915625 0.00045097168217163075 0.0011659910206584176 0.00026732556685373567 0.00078200324044082185 0.0010078292673200285 0.0013494373322547283 0.0017944627587789515 0.001120617190103215 0.00063700936131942199 0.0012334241959978216 0.0020698528503872407 0.0015993469318364378 0.0012743234873542808 0.0017792200066848634 0.0015955995834496196 0.0013604692382234642 0.0018686530563516682 0.0020210427953345367 0.0015441583048874062 0.0017355660799767665 0.0001107849260512307
leaf_weight=58 75 76 52 80 53 57 61 59 1125 76 58 101 57 321 69 88 146 63 71 52 58 63 52
leaf_count=58 75 76 52 80 53 57 61 59 1125 76 58 101 57 321 69 88 146 63 71 52 58 63 52
internal_value=0 0.00163084 0.00130685 0.00171754 0.000575144 0.000917481 0.00153971 0.00141121 0.00173941 0.0007684 0.000911557 0.00107079 0.00172486 0.0017144 0.00174813 0.00155755 0.00177165 0.00160845 0.00164821 0.00182091 0.00154772 0.00164411 0.000190136
internal_weight=0 2657 561 2096 314 210 351 241 2016 209 134 158 1940 1883 1428 157 1271 455 392 110 180 121 105
internal_count=2971 2657 561 2096 314 210 351 241 2016 209 134 158 1940 1883 1428 157 1271 455 392 110 180 121 105
is_linear=0
shrinkage=0.0032998


Tree=3792
num_leaves=32
num_cat=0
split_feature=4 12 3 43 4 15 43 3 12 13 39 2 15 2 12 16 123 12 0 4 0 2 401 15 43 3 4 3 0 42 13
split_gain=51.9058 12.3371 4.54518 6.23483 3.25971 4.26177 3.16905 3.03363 2.61055 2.93158 1.40296 1.22072 1.14047 1.07182 1.81072 1.03877 0.871134 0.836311 0.813668 0.77474 0.597931 0.59523 0.513778 0.493159 0.448724 0.39689 0.376098 0.337192 0.264557 0.255693 0.180744
threshold=0.31392000000000003 0.078120000000000009 0.15217000000000003 -0.031974999999999996 -0.14595999999999995 -0.034094999999999993 -0.095049999999999982 0.13772500000000001 0.096150000000000013 -0.14022999999999999 0.098100000000000007 0.12336000000000001 -0.43587999999999999 0.08895500000000002 0.086385000000000003 -0.08267999999999999 0.084380000000000024 0.09253500000000002 -0.077574999999999991 -0.0069049999999999988 -0.077574999999999991 0.098970000000000016 0.080710000000000018 0.10028500000000001 0.15834000000000004 -0.026279999999999998 -0.075984999999999983 -0.087794999999999998 -0.070304999999999992 0.10217500000000002 0.06211500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 15 -1 10 9 -3 12 19 -2 17 -15 -6 -8 18 22 23 -19 26 -11 29 28 -14 -16 -23 -21 30 -10
right_child=7 8 -4 4 5 -7 16 -9 11 13 -12 -13 25 14 21 -17 -18 20 -20 24 -22 27 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0016677630067106098 0.0010383358902719732 0.0027771874462526542 0.00070573023456694053 0.0023736456039711328 0.0016398156794949026 0.00093387407717105016 0.00046454947903045758 -0.00015658833059919026 0.0022220745380797727 0.0020610567800318741 0.00014067938075748359 0.0013760819176205962 0.00032495311643752315 0.0013343002259387259 0.0020970264180037905 0.0022223691689313391 0.0010222689678205507 0.0020610876429558757 0.0025224202532412175 0.0013856529250302174 0.0015696890641223996 0.0019711848541663591 0.0022976781812525213 0.0017294591887404272 0.0019075491933139893 0.00072862719360921116 0.0018132428133221965 0.0023235471815463366 0.0017126112906244856 0.0018451733247219558 0.0019928698071553551
leaf_weight=68 85 59 80 92 62 66 54 70 75 742 52 69 54 56 70 74 71 54 52 58 56 57 119 85 57 53 210 67 54 63 87
leaf_count=68 85 59 80 92 62 66 54 70 75 742 52 69 54 56 70 74 71 54 52 58 56 57 119 85 57 53 210 67 54 63 87
internal_value=0 0.0018674 0.00143548 0.00155528 0.00185796 0.00162292 0.00109402 0.00044856 0.00198456 0.00205423 0.000622313 0.00178843 0.000752571 0.00202545 0.00189233 0.00195705 0.000781616 0.00208527 0.00211825 0.00184776 0.00181124 0.00196959 0.0020938 0.00194642 0.00166657 0.000525233 0.00188431 0.00216186 0.00154361 0.00202823 0.0020992
internal_weight=0 2657 567 487 294 202 193 314 2090 1542 244 548 192 1483 460 136 125 1023 913 479 110 404 861 310 169 107 280 124 112 225 162
internal_count=2971 2657 567 487 294 202 193 314 2090 1542 244 548 192 1483 460 136 125 1023 913 479 110 404 861 310 169 107 280 124 112 225 162
is_linear=0
shrinkage=0.0032998


Tree=3793
num_leaves=18
num_cat=0
split_feature=4 2 12 457 2 4 157 15 12 12 2 2 15 43 43 11 150
split_gain=47.8824 14.6778 8.3169 3.92642 2.7366 2.10396 1.62678 1.39532 3.29287 1.39226 1.3571 3.81483 1.2499 1.35298 0.90124 0.749357 0.671071
threshold=0.31392000000000003 0.14808000000000002 -1.0000000180025095e-35 0.10982500000000002 0.15205000000000002 -0.070654999999999982 -0.0041249999999999993 -0.19153499999999998 0.078120000000000009 0.095775000000000013 -0.007134999999999999 0.099655000000000007 -0.43587999999999999 -0.049999999999999996 -0.15326499999999996 1.0000000180025095e-35 0.085595000000000018
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 12 6 -4 -7 -9 -10 -1 -12 13 -2 -8 -16 -14
right_child=4 -3 3 -5 -6 7 14 8 9 -11 11 -13 16 -15 15 -17 -18
leaf_value=0.0010513854554752955 0.00062166037719023641 0.00052613849624510685 0.0026266116440689297 0.0011903532535518717 -3.7417526929666375e-05 0.0024926298822621649 0.0018687177483138495 0.0014253850965261043 0.0021270050579734793 0.0018702077053803748 0.0021199270796988454 0.0011625500877421005 0.00033047287287142575 0.0013026129656276513 0.0021821037060491101 0.0025567837738445626 0.00081296434753815559
leaf_weight=67 58 73 97 52 56 64 95 103 722 342 84 99 74 71 795 64 55
leaf_count=67 58 73 97 52 56 64 95 103 722 342 84 99 74 71 795 64 55
internal_value=0 0.00198596 0.00202719 0.0020885 0.0006232 0.00210895 0.00221772 0.00201605 0.00198988 0.0020445 0.00145472 0.00160219 0.000766727 0.000996721 0.00217611 0.00221006 0.000536459
internal_weight=0 2657 2584 2334 314 2282 1051 1231 1167 1064 250 183 258 129 954 859 129
internal_count=2971 2657 2584 2334 314 2282 1051 1231 1167 1064 250 183 258 129 954 859 129
is_linear=0
shrinkage=0.0032998


Tree=3794
num_leaves=25
num_cat=0
split_feature=2 12 15 148 13 2 9 43 16 52 2 43 12 15 16 12 150 0 52 0 1455 16 403 13
split_gain=31.9038 19.5811 6.26394 4.08068 2.84755 2.68736 2.5615 2.18791 1.7502 1.29161 2.08346 1.27742 1.21983 0.9218 0.818076 0.654513 0.576327 0.538256 0.528325 0.527117 0.30926 0.393715 0.248593 0.245115
threshold=0.14290000000000003 0.078120000000000009 -0.38214499999999996 -0.043434999999999994 -0.17030499999999998 0.16730000000000003 0.083710000000000021 -0.06372499999999999 -0.08267999999999999 -0.53896499999999992 0.089410000000000003 -0.095049999999999982 0.092755000000000018 -0.46772999999999992 0.054560000000000004 -1.0000000180025095e-35 0.082085000000000019 -0.050704999999999993 0.08869500000000001 -0.097774999999999987 0.0093900000000000008 -0.090044999999999986 -0.015149999999999999 -0.042269999999999995
decision_type=2 2 2 2 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 -2 9 11 -9 17 12 -6 18 -1 23 -10 20 -3 19 -11 21 -12 -20 -14
right_child=5 6 3 4 7 -7 -8 8 15 10 16 -13 14 -15 -16 -17 -18 -19 22 -21 -22 -23 -24 -25
leaf_value=0.0010413316984598329 0.00085963229130883907 0.0021943255510588292 0.00090948426860625335 0.00099675690957419624 0.0018721808614435309 1.4116220147848763e-05 0.0013794654943613065 0.0016254178867048715 0.0018718414248098535 0.0025952988299170398 0.0018138489207886919 0.0012711579728564557 0.0019882812648663725 0.00046462092743013687 0.0017055937070332172 0.0023004571709451102 0.001619320231474057 0.0026160795676615279 0.0019263541980905658 0.0022574036575177801 0.0021876226616598673 0.0020110822515529 0.0021742827101271052 0.0022306702241189974
leaf_weight=71 84 60 78 53 63 80 52 99 57 56 156 101 99 53 80 130 52 78 69 670 75 420 142 93
leaf_count=71 84 60 78 53 63 80 52 99 57 56 156 101 99 53 80 130 52 78 69 670 75 420 142 93
internal_value=0 0.00194501 0.00146896 0.00161271 0.00172169 0.0004474 0.00210466 0.00180699 0.00198161 0.00212304 0.00210065 0.00150225 0.00218397 0.000795118 0.00198827 0.00217 0.00195732 0.00243296 0.00224074 0.00228352 0.00198427 0.00195773 0.00209337 0.00210587
internal_weight=0 2807 705 581 503 164 2102 450 286 2050 1912 164 1209 124 272 187 703 138 937 726 651 576 211 192
internal_count=2971 2807 705 581 503 164 2102 450 286 2050 1912 164 1209 124 272 187 703 138 937 726 651 576 211 192
is_linear=0
shrinkage=0.0032998


Tree=3795
num_leaves=20
num_cat=0
split_feature=1 49 12 160 16 1 16 2 16 1 40 15 1 11 2 1447 160 474 2
split_gain=1.30428 0.603337 0.510059 0.870635 0.610318 0.581388 0.644108 0.584061 0.574251 0.470608 0.444771 0.402557 0.600971 0.385433 0.413187 0.30851 0.386329 0.361588 0.107971
threshold=0.11883500000000001 -0.15447499999999997 0.083335000000000006 -0.082539999999999988 0.053305000000000012 0.083065000000000014 -0.0093249999999999982 0.086325000000000013 -0.073554999999999995 0.10723500000000001 -0.07334499999999998 -0.075094999999999981 0.13558500000000004 0.079225000000000004 0.098500000000000018 -0.086059999999999984 -0.52336499999999997 0.086675000000000016 0.097925000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 8 -5 -7 13 -2 12 -12 15 -15 -4 -17 -18 -13
right_child=10 2 9 4 -6 6 -8 -9 -10 -11 11 18 -14 14 -16 16 17 -19 -20
leaf_value=0.032191445189332694 -0.0063279706375466895 0.025269797322021007 0.027614003208852055 0.0016711876690228449 0.019741227123913734 -0.00032681864230415733 -0.014991549192015003 0.024956439129589659 0.019136653495249893 0.029227762896096323 -0.0092895205161702306 0.010738636886530548 0.01148164287936888 -0.0035949342927647306 0.01683148548824475 0.0050187139629967684 0.016033854058551691 0.025748316542646608 0.021396804130110785
leaf_weight=61 80 100 70 55 101 157 58 69 59 80 69 58 92 57 55 84 1456 118 52
leaf_count=61 80 100 70 55 101 157 58 69 59 80 69 58 92 57 55 84 1456 118 52
internal_value=0 0.0156272 0.0152254 0.0109292 0.00805173 0.00508078 0.000746894 0.0146428 0.00498128 0.0165648 0.00468539 0.00794319 0.00256856 0.0160132 0.00641986 0.016634 0.0161693 0.0167633 0.0157934
internal_weight=0 2580 2519 599 499 398 274 124 216 1920 351 271 161 1840 112 1728 1658 1574 110
internal_count=2931 2580 2519 599 499 398 274 124 216 1920 351 271 161 1840 112 1728 1658 1574 110
is_linear=0
shrinkage=0.16829


Tree=3796
num_leaves=33
num_cat=0
split_feature=3 3 15 15 2 2 12 2 2 16 16 49 0 12 0 3 49 15 16 2 3 3 49 15 0 12 49 2 3 12 52 52
split_gain=19.2257 7.1471 4.45917 4.36974 2.04676 1.60259 2.09623 1.46058 1.65424 1.36846 1.71201 1.05367 0.937275 0.881941 0.650381 0.622951 0.769728 0.707359 0.822359 0.46961 0.457802 0.330688 0.412144 0.364508 0.3074 0.229204 0.222853 0.196427 0.166583 0.104687 0.0879549 0.0451234
threshold=-0.046079999999999989 0.3148450000000001 -0.40166999999999992 -0.26361999999999991 0.11666500000000002 0.10523 0.089085000000000011 0.072175000000000017 0.092935000000000004 0.0054050000000000009 -0.069169999999999995 -1.0000000180025095e-35 -0.075914999999999996 0.10312 -0.067969999999999989 -0.082234999999999989 0.083250000000000005 0.039965000000000007 0.066010000000000013 0.12336000000000001 -0.12711499999999995 -0.075579999999999994 0.091160000000000005 0.091490000000000016 -0.075434999999999988 -0.079404999999999989 0.10542000000000001 0.11666500000000002 -0.073614999999999986 0.10859000000000001 -0.11263999999999999 0.31351000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 25 -1 7 13 -7 14 11 10 -10 -9 -6 15 -4 16 17 18 -5 27 -19 22 23 -17 29 -2 -18 30 -23 -15 -8 -30
right_child=1 -3 4 5 12 6 19 8 9 -11 -12 -13 -14 24 -16 21 26 20 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 31 -31 -32 -33
leaf_value=0.00087061752915535231 0.00051512441107083205 0.00032971703842714812 0.0014207291169736978 0.0016546460918204001 0.00077594611730020917 0.00096776446690829574 0.0016158967463965786 0.0015958854946842625 0.0015277187275122045 0.0018255172905851775 0.00077991198853714309 0.0021988309983870325 0.0013425601716358878 0.001594441778564289 0.00090525506078060938 0.00182926122467994 0.0023041411453507913 0.0022242561830601807 0.0020536174874997144 0.0014657899392668964 0.0019147036337812231 0.0020621284898511465 0.0014754104608653679 0.0016107596183300909 0.0013957644144227453 0.0008234520329240293 0.0020052078123941565 0.0019607021708783201 0.0017520089822653522 0.0018135463966778675 0.0018087716177633997 0.0019018305293381128
leaf_weight=57 54 97 56 238 70 52 57 61 91 67 53 67 59 52 52 321 62 60 75 68 490 55 60 117 55 53 54 55 52 53 59 59
leaf_count=57 54 97 56 238 70 52 57 61 91 67 53 67 59 52 52 321 62 60 75 68 490 55 60 117 55 53 54 55 52 53 59 59
internal_value=0 0.00116837 0.00128743 0.00177328 0.0014024 0.00179783 0.00156976 0.00150824 0.00161498 0.00143478 0.00125273 0.00191177 0.00103537 0.00183462 0.00117286 0.00185753 0.00191093 0.0018767 0.00175036 0.00170059 0.00194854 0.00177874 0.00173544 0.00177097 0.00159917 0.000668177 0.00216529 0.00179376 0.00190843 0.00170537 0.0017143 0.00183196
internal_weight=0 780 683 2151 576 2094 291 447 339 211 144 128 129 1803 108 1643 979 863 313 239 550 664 498 438 160 107 116 171 166 105 116 111
internal_count=2931 780 683 2151 576 2094 291 447 339 211 144 128 129 1803 108 1643 979 863 313 239 550 664 498 438 160 107 116 171 166 105 116 111
is_linear=0
shrinkage=0.0032998


Tree=3797
num_leaves=28
num_cat=0
split_feature=1 3 1 1 457 4 4 14 1 4 2 43 43 47 3 2 2 1212 3 4 43 133 43 4 3 43 0
split_gain=51.5827 10.6428 4.34636 3.02577 3.0791 2.92118 2.82988 2.39935 2.05559 1.76341 1.57954 1.12794 0.92584 0.858571 1.43405 0.81288 0.753666 0.715056 0.706706 0.694429 0.68009 0.670525 0.655562 0.608676 0.604661 0.577781 0.559171
threshold=0.10442000000000001 -0.064349999999999991 0.15028500000000003 0.089625000000000024 0.05019500000000001 -0.048309999999999992 0.41377500000000006 0.064610000000000015 0.12000500000000001 0.053330000000000009 0.10796500000000002 -0.073079999999999992 -0.080104999999999996 0.07813500000000001 -0.078759999999999983 0.088105000000000003 0.092855000000000007 0.091435000000000016 0.30863500000000005 -0.07718499999999999 0.0085250000000000031 0.017095000000000003 -0.016434999999999995 0.0047050000000000008 -0.15288999999999997 -0.049364999999999992 -0.093874999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 5 7 9 -3 24 10 25 12 13 -10 -5 14 17 -16 -17 19 -13 -1 22 -12 -14 -23 -2 -7 -15
right_child=1 2 -4 4 -6 8 -8 -9 11 -11 21 18 20 26 15 16 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28
leaf_value=0.0023864967432308997 0.0022379422592192603 0.0016343766523419807 2.7549013103684419e-06 0.0018133437174296966 0.0011611088759234352 0.0008691412394427429 0.0010688141152888416 0.0028052167392067003 0.00020542244819013342 0.0014671987722083371 0.0017383286898976203 0.00097467830487364281 0.0021090866094107866 0.002752298807114971 0.0017150815977247254 0.0023846577825557365 0.0020010933960914064 0.0020071258030039548 0.00047368545258411532 0.0022047978576958719 0.0019001706569569282 0.0023711560816907472 0.0025011554610004376 0.0018893908999724901 0.0018023616439396416 0.0012888748124828245 0.0023103778335825812
leaf_weight=497 54 59 60 88 52 60 53 74 55 55 103 76 94 54 73 79 202 102 52 442 60 53 96 65 103 91 79
leaf_count=497 54 59 60 88 52 60 53 74 55 55 103 76 94 54 73 79 202 102 52 442 60 53 96 65 103 91 79
internal_value=0 0.00111537 0.000830566 0.00216183 0.0019173 0.00095686 0.00172957 0.0022215 0.000837073 0.00201727 0.00219678 0.000601508 0.00210667 0.00223464 0.00221027 0.00202791 0.00210905 0.00227224 0.000771425 0.00230101 0.00220978 0.00193484 0.00230737 0.00210608 0.0019524 0.00112233 0.00249007
internal_weight=0 663 453 2268 445 393 210 1823 334 393 1749 183 338 1528 1395 354 281 1041 128 939 250 221 190 118 157 151 133
internal_count=2931 663 453 2268 445 393 210 1823 334 393 1749 183 338 1528 1395 354 281 1041 128 939 250 221 190 118 157 151 133
is_linear=0
shrinkage=0.0032998


Tree=3798
num_leaves=27
num_cat=0
split_feature=1 4 52 475 12 160 12 157 12 484 3 4 1 1 16 15 52 1 16 1 3 50 399 16 3 12
split_gain=1.23766 0.477312 0.425375 0.412396 0.698768 0.427768 0.575635 0.673389 0.559672 0.587442 0.497256 0.591584 0.462552 0.98653 0.387385 0.301788 0.49135 0.357071 0.294535 0.307946 0.399269 0.264896 0.246582 0.242675 0.212261 0.124369
threshold=0.11883500000000001 0.032770000000000001 -0.068039999999999975 -0.085684999999999997 0.087065000000000017 -0.089744999999999978 0.084130000000000024 -0.025309999999999996 0.085845000000000019 0.084780000000000008 -0.15500999999999998 -0.10701499999999999 0.10801000000000001 0.10054 0.0015850000000000003 -0.040504999999999992 0.0030150000000000008 0.10359500000000001 0.026395000000000005 0.12963000000000002 -0.010434999999999998 0.10951000000000001 0.088190000000000018 0.24100000000000002 -0.07798999999999999 -0.081654999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 8 7 -7 9 -5 -8 -12 13 -9 21 16 17 -4 19 -2 -21 -10 -13 -20 -18 -22
right_child=18 2 15 5 -6 6 10 12 14 -11 11 22 -14 -15 -16 -17 24 -19 23 20 25 -23 -24 -25 -26 -27
leaf_value=0.03487201444482281 -0.0080185186222154429 0.00071667483489127823 -0.0027837329935689946 0.044228322227679105 0.01126539964491945 -0.0084743113427492561 0.032138347461783845 0.014156683137381762 0.028200509630471084 0.019831787533632871 -0.0010017078894197999 0.016137078576515831 0.026067133365980943 -0.011136100604872422 0.003884950643657958 0.021226995293652896 0.011735161839818207 0.013064897144880941 0.020009709854209093 0.017639061969865526 0.0051600373800185055 0.01359070405715063 0.025648751405357443 0.0046636134540402633 0.02615615914052111 -0.0060160811292941417
leaf_weight=88 68 95 88 53 60 52 57 227 71 60 55 1065 56 54 52 101 60 74 55 52 59 71 84 63 57 54
leaf_count=88 68 95 88 53 60 52 57 227 71 60 55 1065 56 54 52 101 60 74 55 52 59 71 84 63 57 54
internal_value=0 0.0156383 0.0108089 0.0167272 0.0253139 0.0160769 0.0150002 0.00933038 0.0218579 0.0312903 0.0167479 0.0160178 0.012083 0.00928975 0.0163546 0.0133273 0.0104611 0.00444467 0.00497916 0.00150107 0.00543518 0.0209083 0.016834 0.0118317 0.0187761 -0.000164864
internal_weight=0 2580 475 2105 148 1957 1650 389 307 113 1261 1204 337 281 194 380 279 162 351 233 165 142 1149 118 117 113
internal_count=2931 2580 475 2105 148 1957 1650 389 307 113 1261 1204 337 281 194 380 279 162 351 233 165 142 1149 118 117 113
is_linear=0
shrinkage=0.16829


Tree=3799
num_leaves=26
num_cat=0
split_feature=1 3 3 3 0 52 123 1 11 151 0 0 13 159 51 49 3 1 133 13 3 402 13 51 3
split_gain=55.463 12.7636 4.66478 4.61205 3.31979 3.19943 2.78127 2.5295 2.62227 2.16201 1.62392 1.5223 1.4128 1.15525 1.46417 0.95246 0.647137 0.513188 0.508234 0.49286 0.457926 0.425948 0.548262 0.297863 0.317087
threshold=0.10442000000000001 -0.049204999999999992 0.091085000000000013 0.3148450000000001 0.14054500000000003 -0.41694999999999993 0.089155000000000012 0.089875000000000024 1.0000000180025095e-35 -0.083134999999999987 -0.079249999999999987 -0.033754999999999993 0.049070000000000009 0.083310000000000009 0.085655000000000023 0.089215000000000017 -0.080914999999999987 0.11406500000000001 0.084965000000000013 -0.039559999999999991 -0.084524999999999975 0.024785000000000005 -0.059629999999999996 -0.011859999999999997 -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 2 2
left_child=2 5 4 6 7 -2 13 8 10 -9 15 -4 20 14 17 19 -17 -3 23 -1 -7 22 -12 -11 -25
right_child=1 3 11 -5 -6 12 -8 9 -10 18 21 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 -26
leaf_value=0.002294506247928593 0.0023615009833171147 0.0012279594368925391 0.0012756556826131644 9.5017880420029526e-05 0.0013819663496781739 0.0014611840870519474 0.00042553744476150928 0.0013635545596122377 0.0028453396768760532 0.0023861784600239257 0.0021803793760138005 0.0020009509184899846 0.0010192404814518424 0.00069380603852387684 0.0016635207720709232 0.002332137562483837 0.0019619192549259899 0.00080937005145757487 0.0018633817905885628 0.0024462750118427012 0.0018687119439580102 0.0023354750254240731 0.0019136151190181352 0.0019403437041898446 0.0022198118835717591
leaf_weight=582 60 70 79 93 52 60 89 53 86 53 150 53 52 57 59 89 128 60 86 409 63 59 201 81 107
leaf_count=582 60 70 79 93 52 60 89 53 86 53 150 53 52 57 59 89 128 60 86 409 63 59 201 81 107
internal_value=0 0.00108496 0.00217006 0.00074556 0.0022073 0.00170296 0.000926053 0.00222788 0.0022823 0.00198372 0.00225236 0.00156714 0.00147698 0.00110699 0.00123142 0.00231351 0.00211392 0.00103504 0.00208413 0.00235718 0.0016702 0.00207209 0.00202772 0.00216276 0.00209959
internal_weight=0 663 2268 428 2136 235 335 2084 1704 380 1618 132 175 246 189 1208 217 130 327 991 123 410 351 241 188
internal_count=2931 663 2268 428 2136 235 335 2084 1704 380 1618 132 175 246 189 1208 217 130 327 991 123 410 351 241 188
is_linear=0
shrinkage=0.0032998


Tree=3800
num_leaves=25
num_cat=0
split_feature=1 12 9 1429 2 4 2 1453 1 1 43 16 16 4 12 1456 133 4 1 12 1 13 16 156
split_gain=1.89487 0.811077 0.560361 0.559659 0.698353 0.534737 0.528713 0.937349 0.769809 0.812088 0.677091 0.910526 0.646016 0.889879 0.877726 0.408035 0.387821 0.700822 0.387725 0.368258 0.366869 0.354905 0.299223 0.296255
threshold=0.12765500000000005 0.056995000000000011 -1.0000000180025095e-35 0.084770000000000012 0.088435000000000014 0.51292000000000015 0.085730000000000015 -0.057839999999999996 0.088735000000000022 0.082135000000000014 -0.0037599999999999995 -0.034004999999999994 -0.33811499999999994 0.028075000000000006 1.0000000180025095e-35 -0.085449999999999984 0.048695000000000009 -0.080414999999999986 0.077375000000000013 0.084355000000000013 0.11230000000000001 -0.080624999999999988 -0.061024999999999989 -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=2 5 -1 6 -5 22 7 -4 9 15 16 18 20 14 -14 -8 21 -18 -12 -17 -10 -9 -2 -6
right_child=1 -3 3 4 23 -7 8 10 12 -11 11 -13 13 -15 -16 19 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.0035022452997852766 0.002841136817698793 -0.019558010398420103 -0.0044508349324596875 -0.011228333092505963 0.0019311756321859902 -0.0083649190274458062 9.8320345924614278e-05 0.011574195341033522 0.026871910872560849 0.032492518096437134 0.03182780701353697 0.043984852773791827 0.013562987573058558 -0.017407562827031285 -0.010375363330473508 0.021467664495396915 0.019533137389967384 -0.0019355693382811577 0.015621593807179014 0.012811745965825124 0.0069180505704394416 0.021729087657695021 0.019440896712572174 0.018550352518310921
leaf_weight=55 74 57 52 55 53 72 62 147 52 67 60 61 144 57 62 166 87 85 141 889 53 295 53 72
leaf_count=55 74 57 52 55 53 72 62 147 52 67 60 61 144 57 62 166 87 85 141 889 53 295 53 72
internal_value=0 -0.00185419 0.0132856 0.0136334 0.00455789 0.00320773 0.0142914 0.0174738 0.0123873 0.0144778 0.0187773 0.0259503 0.00565642 0.00119381 0.00634952 0.0133957 0.0157136 0.00891316 0.0204682 0.0141754 0.0168171 0.0183558 0.00978274 0.0115182
internal_weight=0 256 2715 2660 180 199 2480 928 1552 1184 876 262 368 263 206 1117 614 172 201 1055 105 442 127 125
internal_count=2971 256 2715 2660 180 199 2480 928 1552 1184 876 262 368 263 206 1117 614 172 201 1055 105 442 127 125
is_linear=0
shrinkage=0.16829


Tree=3801
num_leaves=15
num_cat=0
split_feature=39 3 16 43 48 483 484 52 484 159 0 483 483 0
split_gain=1.07483 0.821583 0.741556 0.46885 0.419047 0.35273 0.578415 0.783478 0.582635 0.503417 0.43886 0.192215 0.156894 0.0847377
threshold=0.11742500000000002 0.143375 -0.10227499999999999 -0.50914999999999988 0.11741000000000001 0.032770000000000007 -0.085034999999999986 -0.023079999999999996 -0.058209999999999991 -0.071954999999999977 -0.11991499999999998 0.10761000000000003 0.093190000000000009 -0.082454999999999987
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 13 -8 11 -10 -7 -11 -5
right_child=-2 2 -4 4 -6 9 8 -9 10 12 -12 -13 -14 -15
leaf_value=0.026974965547744142 -0.011095427342966343 -0.014986096878086923 0.0085521523745084281 0.017218943041095447 0.02175374193868615 0.020519986207031347 -0.0050382040438788581 0.03741590485437353 0.0042626633893352219 -0.0059505520328719981 0.011791448320559767 0.0065705825986835239 0.0039678996444157347 0.0075228352884097746
leaf_weight=52 67 66 89 52 96 58 67 54 250 83 1831 55 99 52
leaf_count=52 67 66 89 52 96 58 67 54 250 83 1831 55 99 52
internal_value=0 0.0104516 -0.001459 0.0111238 0.0108175 0.0104132 0.0111148 0.0209533 0.0103902 0.00492293 0.0108878 0.0137464 -0.000545479 0.0123882
internal_weight=0 2904 155 2749 2697 2601 2306 158 2148 295 2081 113 182 104
internal_count=2971 2904 155 2749 2697 2601 2306 158 2148 295 2081 113 182 104
is_linear=0
shrinkage=0.16829


Tree=3802
num_leaves=11
num_cat=0
split_feature=2 39 33 10 124 4 3 158 49 52
split_gain=1.10778 0.561004 0.504759 0.582909 0.640644 0.526147 0.523335 0.596572 0.438051 0.277179
threshold=0.17990500000000001 0.11651500000000002 0.084300000000000014 -0.00189 -0.087984999999999994 -0.033649999999999992 -0.15105999999999997 0.078875000000000015 -0.0086549999999999978 0.40431
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 8 -7 -8 -6 -10
right_child=-2 -3 -4 4 5 6 7 -9 9 -11
leaf_value=-0.0074813438128190218 -0.013959362188097431 -0.0083746731629348817 0.025370321035388093 0.026649795430249222 0.024402793054126282 -0.0089467439079012195 0.0056169534130488955 0.015884984109435861 0.0096744492714477652 0.018762612187898493
leaf_weight=61 62 53 53 58 67 60 1097 188 1168 104
leaf_count=61 62 53 53 58 67 60 1097 188 1168 104
internal_value=0 0.00876346 0.00908213 0.00877351 0.00913578 0.00875664 0.00640251 0.0071206 0.01112 0.0104189
internal_weight=0 2909 2856 2803 2742 2684 1345 1285 1339 1272
internal_count=2971 2909 2856 2803 2742 2684 1345 1285 1339 1272
is_linear=0
shrinkage=0.16829


Tree=3803
num_leaves=13
num_cat=0
split_feature=42 3 9 9 474 484 3 41 3 1373 13 52
split_gain=0.788775 0.536943 0.480315 0.450475 0.358065 1.04077 0.393391 0.326643 0.438823 0.319344 0.258924 0.172882
threshold=0.13996000000000003 0.28833000000000003 0.089020000000000016 -1.0000000180025095e-35 0.085070000000000021 0.08264500000000001 -0.081184999999999993 0.081500000000000017 -0.16100499999999998 1.0000000180025095e-35 -0.49895999999999996 -0.11183499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 11 8 -5 -10 -3 -6
right_child=-2 10 -4 4 5 -7 -8 -9 9 -11 -12 -13
leaf_value=-0.0043612750101252378 -0.010019940788450666 0.0059167159207880867 0.023884521974318132 0.019803205285051313 0.0087609301790951902 -0.012892737695202409 -0.00051719362047383192 -0.0011040398099359473 0.0081471513123598516 0.020722432239045841 -0.0090343499976383787 0.022124922751209589
leaf_weight=87 76 55 52 102 54 88 69 94 2097 59 81 57
leaf_count=87 76 55 52 102 54 88 69 94 2097 59 81 57
internal_value=0 0.00733862 0.00784765 0.00753893 0.00793477 0.00209764 0.00943625 0.00859913 0.00900386 0.00849211 -0.00297475 0.0156397
internal_weight=0 2895 2759 2707 2620 268 180 2352 2258 2156 136 111
internal_count=2971 2895 2759 2707 2620 268 180 2352 2258 2156 136 111
is_linear=0
shrinkage=0.16829


Tree=3804
num_leaves=26
num_cat=0
split_feature=1 1 2 2 1 3 150 3 3 51 14 4 2 0 3 1 3 484 3 0 4 16 3 16 4
split_gain=30.3779 6.9891 3.01264 2.58952 1.72236 1.70925 1.54285 1.51646 1.4147 1.24976 0.998519 0.740371 0.643571 0.704889 0.608629 0.664861 0.558145 0.555525 0.469443 0.39317 0.366928 0.612855 0.345478 0.154825 0.154564
threshold=0.10575500000000002 0.12448500000000001 0.10615500000000001 0.17553000000000005 0.091345000000000023 -0.043609999999999989 1.0000000180025095e-35 -0.15288999999999997 -0.0024599999999999995 -0.025879999999999997 0.064610000000000015 1.0000000180025095e-35 0.11366500000000002 -0.10339499999999999 -0.046079999999999989 0.093205000000000024 0.28833000000000003 -0.079539999999999986 -0.029394999999999998 -0.082689999999999986 0.24099500000000004 -0.15381999999999998 -0.076004999999999975 -0.069694999999999993 -0.072004999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 9 10 -2 14 -4 -9 -3 11 12 13 -1 15 -6 -11 -13 22 20 21 -19 -15 -17 -25
right_child=1 3 7 -5 6 -7 -8 8 -10 16 -12 17 -14 18 -16 23 -18 19 -20 -21 -22 -23 -24 24 -26
leaf_value=0.0013404634181217584 0.0017360777432567352 0.0009715761833485728 0.0013546420326262698 -0.00019753292362877803 0.0012970466727302362 0.00099515454703642987 0.0010171748970812693 0.00032887231523019304 0.00096459697518386548 0.00057346817548665564 0.0020119848276230227 0.0018383747579495098 0.0013821725702380316 0.0017256696733640227 0.0012973767025587454 0.0018814551541298929 0.00015684308078255186 0.0019265186224686956 0.0020036213585340819 0.0013091913616244965 0.0013045136431865524 0.0015091041449652484 0.0015066528827417203 0.0015328003503036149 0.001774937043194148
leaf_weight=55 99 66 53 57 52 52 78 64 95 101 92 57 70 1161 85 52 54 53 64 102 52 147 87 59 64
leaf_count=55 99 66 53 57 52 52 78 64 95 101 92 57 70 1161 85 52 54 53 64 102 52 147 87 59 64
internal_value=0 0.000823036 0.00112463 0.0004291 0.00163433 0.00148116 0.00143361 0.000870524 0.000708929 0.000590879 0.00167466 0.00165785 0.00169341 0.00170932 0.0015376 0.0016274 0.000428549 0.00153344 0.00172476 0.00148424 0.00155496 0.0016199 0.00171043 0.00172536 0.00165908
internal_weight=0 641 363 278 2330 151 390 212 159 221 1940 1848 1437 1367 312 227 155 411 1312 354 252 200 1248 175 123
internal_count=2971 641 363 278 2330 151 390 212 159 221 1940 1848 1437 1367 312 227 155 411 1312 354 252 200 1248 175 123
is_linear=0
shrinkage=0.0032998


Tree=3805
num_leaves=30
num_cat=0
split_feature=1 1 16 1 150 2 2 2 11 4 4 2 4 4 2 2 4 2 1212 16 49 4 1 2 16 4 16 13 13
split_gain=37.794 6.03223 6.06519 3.25006 5.02624 2.18644 1.73887 2.56249 1.63964 1.43577 1.34106 4.13965 1.31622 1.02298 0.898708 0.752723 0.688484 0.602462 1.03337 0.53992 0.509839 0.451359 0.440964 0.413428 0.371877 0.469611 0.341733 0.216017 0.19179
threshold=0.10575500000000002 0.13662500000000002 0.12992000000000004 0.087055000000000007 1.0000000180025095e-35 0.097110000000000016 0.10043500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.074650000000000008 -0.17568999999999999 0.082925000000000013 0.00059000000000000014 -0.071659999999999988 0.076510000000000009 0.13881000000000002 -0.008454999999999999 0.08895500000000002 0.087685000000000013 -0.35377499999999995 0.091160000000000005 0.061295000000000009 0.097070000000000004 0.084305000000000005 -0.086219999999999977 -0.049994999999999991 -0.5038649999999999 -0.039559999999999991 -0.004409999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 10 8 7 -2 14 -8 -5 22 -6 -7 -1 -3 27 18 23 -18 28 -21 24 -16 -12 -26 -11 -15 -19
right_child=1 15 -4 4 12 13 9 -9 -10 26 11 -13 -14 16 17 -17 19 20 -20 21 -22 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=0.0017728281351978275 0.0010247079618069613 0.00082026301577635603 0.0020456353929373199 0.0023870679310657129 0.0015414353659752578 0.0015097586353365494 0.00058963631576808859 0.0019614979719223785 0.0026646565951689381 0.00097915328140341638 0.0023530273236265133 0.0011736442108525029 0.00084701630261971696 0.0023055831859055314 0.0024542621863978351 0.00035093356345607162 0.0021503076720698054 0.0020869827272289102 0.0019194749372518293 0.0019104092237471654 0.0018460099782109211 0.0015474889288820701 0.0017889568567945741 0.0022395211685292621 0.0019479782012291351 0.0022604912688157439 0.001294546462331484 0.0020258089133802231 0.0022791765622667982
leaf_weight=65 76 65 96 76 67 62 82 55 73 79 55 70 54 64 127 88 52 250 100 91 87 66 60 496 169 79 74 64 80
leaf_count=65 76 65 96 76 67 62 82 55 73 79 55 70 54 64 127 88 52 250 100 91 87 66 60 496 169 79 74 64 80
internal_value=0 0.00111884 0.00130696 0.0020396 0.0018371 0.00211565 0.00111312 0.00141829 0.00218241 0.000942852 0.00198092 0.00190955 0.00123182 0.00190172 0.00215317 0.000550552 0.00197373 0.00217482 0.00223307 0.00185583 0.00207375 0.00175807 0.00205137 0.00228335 0.00210321 0.00204767 0.00113193 0.00216597 0.00213368
internal_weight=0 615 462 2307 630 1677 366 131 1278 235 509 433 121 399 1205 153 337 1140 723 209 417 157 363 623 303 248 153 128 330
internal_count=2922 615 462 2307 630 1677 366 131 1278 235 509 433 121 399 1205 153 337 1140 723 209 417 157 363 623 303 248 153 128 330
is_linear=0
shrinkage=0.0032998


Tree=3806
num_leaves=25
num_cat=0
split_feature=1 52 2 2 3 43 14 4 1 2 0 43 3 15 15 13 14 12 0 12 12 16 4 52
split_gain=35.5542 8.00159 3.84685 5.25025 3.71646 2.59788 1.75108 1.73593 1.5321 2.89409 2.37774 1.19948 1.15979 1.12928 1.27563 0.953685 0.921639 1.92258 0.844665 0.703942 0.697219 0.62473 0.59519 0.374221
threshold=0.10398500000000001 -0.41694999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 -0.073444999999999983 -0.083349999999999994 -1.0000000180025095e-35 -0.47860499999999995 0.085410000000000014 0.086545000000000025 -0.13843999999999998 -0.064179999999999987 -0.014924999999999999 -0.080264999999999989 0.10189000000000002 -0.0072149999999999992 0.076450000000000004 0.081685000000000021 -0.10594499999999998 0.084065000000000015 -1.0000000180025095e-35 -0.14158499999999996 -0.40515499999999993 -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
left_child=4 -2 3 12 16 -4 -7 -6 10 11 -9 -10 -3 -12 -15 20 17 -1 -19 23 -8 -21 -23 -20
right_child=1 2 5 -5 7 6 15 8 9 -11 13 -13 -14 14 -16 -17 -18 18 19 21 -22 22 -24 -25
leaf_value=0.0014793009391992973 0.0022274382783367833 0.0012719163821873654 0.00026489502181869243 0.0019881668648342125 0.0023048457823803279 0.0013349778002426187 0.00086335267522087591 0.0025127711194813163 0.00148352845883276 0.0010814432368598072 0.0020252551250972538 0.0021640226443346441 0.00063355845856881909 0.0013056820456161166 0.0018996078942810769 0.0010376377117381947 0.0024506121301467484 0.0017308167337197228 0.0025372263819408128 0.0024369913833090996 0.00035535632885628035 0.0024239773742894648 0.002059700818628417 0.0021538985611288344
leaf_weight=58 66 59 75 88 62 91 55 52 52 97 94 63 66 90 71 93 74 68 62 55 64 52 1261 54
leaf_count=58 66 59 75 88 62 91 55 52 52 97 94 63 66 90 71 93 74 68 62 55 64 52 1261 54
internal_value=0 0.00113727 0.00101547 0.00137036 0.00200929 0.000815393 0.000951539 0.00178132 0.00171871 0.00150211 0.00186817 0.00185663 0.000935145 0.00173658 0.00156782 0.000786783 0.00208793 0.00207124 0.00209333 0.00210992 0.000590441 0.00208877 0.00207415 0.00235908
internal_weight=0 657 591 213 2265 378 303 581 519 212 307 115 125 255 161 212 1684 1610 1552 1484 119 1368 1313 116
internal_count=2922 657 591 213 2265 378 303 581 519 212 307 115 125 255 161 212 1684 1610 1552 1484 119 1368 1313 116
is_linear=0
shrinkage=0.0032998


Tree=3807
num_leaves=12
num_cat=0
split_feature=1375 14 16 14 1 51 1186 130 16 1 12
split_gain=0.844756 0.705462 0.885031 0.660018 0.960175 0.712625 0.473737 0.639564 0.407914 0.242313 0.211906
threshold=-0.16449999999999998 0.077140000000000014 -0.52541999999999989 -0.13131999999999996 0.13300500000000001 -0.069944999999999993 0.062030000000000009 -0.050984999999999996 -0.35377499999999995 0.10910500000000002 -0.025219999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 5 6 -4 7 -5 -9 -2 -6
right_child=1 -3 3 4 10 -7 -8 8 -10 -11 -12
leaf_value=-0.011067693916927048 -0.012959639362922075 0.02418525971440166 0.0075483458549776812 0.025321352064130737 0.0033519794142812453 0.033024874224576076 -0.0011447569467793557 0.019867368386911364 0.0100264383652072 0.0023331487781604989 -0.0099130334767893891
leaf_weight=53 52 101 54 87 63 74 92 127 2078 67 74
leaf_count=53 52 101 54 87 63 74 92 127 2078 67 74
internal_value=0 0.010358 0.00985282 0.0104908 0.00989097 0.022291 0.0106785 0.0111539 0.0105941 -0.00433432 -0.00379995
internal_weight=0 2869 2768 2649 2521 128 2384 2292 2205 119 137
internal_count=2922 2869 2768 2649 2521 128 2384 2292 2205 119 137
is_linear=0
shrinkage=0.16829


Tree=3808
num_leaves=26
num_cat=0
split_feature=4 3 150 2 14 12 4 14 3 43 2 150 4 123 15 15 43 12 12 49 3 15 12 52 3
split_gain=48.0461 20.5649 10.2984 6.1549 3.68144 3.07539 2.72114 2.67651 1.96487 1.58651 1.25224 1.12113 1.0479 1.04271 1.02087 2.19542 0.970275 0.871245 0.977909 0.951239 0.778097 0.647106 0.613348 0.589888 0.357114
threshold=0.31392000000000003 -0.066229999999999997 0.089155000000000012 0.13226500000000005 0.076450000000000004 -1.0000000180025095e-35 -0.0046399999999999992 -0.45687499999999998 0.10766000000000002 0.054875000000000007 0.096685000000000007 0.081245000000000026 0.046185000000000004 0.084000000000000005 -1.0000000180025095e-35 -0.081149999999999986 0.090280000000000013 0.082595000000000016 0.084595000000000017 -0.047859999999999993 0.076825000000000018 -0.43587999999999999 0.096475000000000019 0.081010000000000013 -0.080914999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 9 6 13 -2 14 12 16 21 17 -3 15 -7 -11 -1 23 -20 -16 -9 24 -19 -14
right_child=7 2 -4 -5 -6 8 -8 11 -10 10 -12 -13 22 -15 20 -17 -18 18 19 -21 -22 -23 -24 -25 -26
leaf_value=0.0021436075933962124 0.0015865346099740501 0.001174289444498496 0.00082551982045181644 0.0011546044094034678 0.0032401769066305883 0.0027093265405870354 0.0022455525027568679 0.00091323249744306367 0.0018854127351387042 0.0020987262428750694 0.001838334155416355 0.0011814451408667687 0.002634107088752466 0.0018171111282879967 0.0024520039383428179 0.0017949413635963717 0.0026010973872466247 0.0026889820052535597 0.0021247056886519564 0.0025691426659313035 0.0030011854514780741 0.00051027335295801644 0.0020744164623490557 0.0031121360688952642 0.0022804391349908163
leaf_weight=52 63 57 91 78 76 63 97 77 72 74 62 69 63 54 56 53 100 128 56 1126 59 101 76 52 67
leaf_count=52 63 57 91 78 76 63 97 77 72 74 62 69 63 54 56 53 100 128 56 1126 59 101 76 52 67
internal_value=0 0.00235303 0.0018593 0.00201896 0.00252679 0.00215083 0.00184109 0.000978818 0.00236334 0.00249756 0.00224349 0.000823671 0.00253455 0.00148733 0.00251215 0.00229185 0.00238765 0.00256681 0.00258294 0.00254812 0.00273406 0.000684785 0.00231293 0.00281142 0.0024521
internal_weight=0 2612 680 589 1932 511 208 310 303 1856 236 247 1620 111 231 116 174 1414 1362 1182 115 178 206 180 130
internal_count=2922 2612 680 589 1932 511 208 310 303 1856 236 247 1620 111 231 116 174 1414 1362 1182 115 178 206 180 130
is_linear=0
shrinkage=0.0032998


Tree=3809
num_leaves=24
num_cat=0
split_feature=4 3 3 43 14 47 43 13 14 3 0 12 4 0 3 3 160 0 3 4 4 12 43
split_gain=36.5072 13.818 4.94265 4.19915 2.82856 1.95462 1.64906 1.81673 1.52739 1.38977 0.913261 1.37722 1.11148 0.853408 0.708879 0.696496 0.998247 0.690353 1.22016 0.655447 0.44039 0.397647 0.275419
threshold=0.31392000000000003 -0.066229999999999997 0.28833000000000003 -0.035884999999999993 -0.45687499999999998 0.07813500000000001 -0.23287499999999997 -0.009244999999999998 0.076450000000000004 0.10766000000000002 -0.11327499999999999 0.081685000000000021 0.046185000000000004 -0.10726999999999999 -0.015979999999999998 -0.16100499999999998 -0.52850499999999989 -0.22480499999999998 0.0048000000000000013 0.42405000000000009 -0.012384999999999998 0.099035000000000026 -0.080064999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 6 -2 9 -3 20 10 17 -1 -12 15 19 -15 -13 -17 -5 -19 -6 -8 22 -14
right_child=4 2 -4 5 13 -7 7 -9 -10 -11 11 12 21 14 -16 16 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0015652106050492176 0.001286150815057 0.0017222813326703396 0.00058114194675477199 0.0014323763740262654 0.00048773418326106559 0.0022139681393735255 0.0015047248965306059 0.00058233238130656192 0.0024624222845968788 0.0011999671888339332 0.0014644100869791634 0.0023653075429839916 0.0020353076562356952 0.00057381836311608508 7.9300463098284156e-05 0.0016492401278272036 0.0020449295867088629 0.0016332922152239569 0.0021963716409340276 0.00098157878320394971 0.0011076878970501798 0.0015262710490229344 0.0017240226399424655
leaf_weight=56 63 52 64 56 68 82 55 60 76 63 52 70 60 60 67 74 1420 107 70 52 71 54 70
leaf_count=56 63 52 64 56 68 82 55 60 76 63 52 70 60 60 67 74 1420 107 70 52 71 54 70
internal_value=0 0.00185956 0.00145482 0.00154554 0.000661673 0.00176192 0.00120172 0.001056 0.002002 0.00163657 0.00198313 0.00199611 0.00201191 0.000502251 0.000313208 0.00204059 0.00202535 0.00175447 0.00185618 0.000702027 0.00128128 0.00176788 0.00186796
internal_weight=0 2612 680 616 310 378 238 186 1932 296 1856 1800 1748 247 127 1564 1494 233 177 120 126 184 130
internal_count=2922 2612 680 616 310 378 238 186 1932 296 1856 1800 1748 247 127 1564 1494 233 177 120 126 184 130
is_linear=0
shrinkage=0.0032998


Tree=3810
num_leaves=32
num_cat=0
split_feature=1 2 16 2 52 2 2 0 3 16 51 3 1 0 1 13 51 2 52 43 43 2 0 2 4 4 16 3 15 3 1
split_gain=38.5998 10.5953 5.23027 3.51956 3.17136 2.8799 1.75532 1.68383 1.90092 1.03799 0.993415 0.887332 1.41105 0.873718 0.852248 1.12722 0.746118 0.75589 1.62296 0.73556 0.713892 0.710203 0.695897 0.89581 0.654076 0.799152 0.562598 0.425198 0.394141 0.338922 0.156657
threshold=0.098395000000000024 0.11504500000000002 0.14976500000000001 0.13084500000000002 0.26430000000000003 0.16730000000000003 0.092250000000000013 -0.12851999999999997 -0.039864999999999991 0.031255000000000005 -0.13579499999999997 -0.13117499999999996 0.084815000000000015 -0.17127999999999996 0.090485000000000024 -0.13871999999999998 0.078960000000000016 0.084745000000000015 -0.013914999999999999 -0.040494999999999996 1.0000000180025095e-35 0.086865000000000012 -0.06952499999999999 0.10615500000000001 0.049545000000000006 0.18095500000000003 -0.0032799999999999995 0.040040000000000006 -0.086319999999999994 -0.0070649999999999992 0.093245000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 7 9 14 -2 -9 13 -4 -8 22 -3 15 -1 17 18 -17 30 -21 -18 24 -24 28 -26 -19 -15 -13 -10 -16
right_child=1 5 10 -5 -6 -7 11 8 29 -11 -12 12 -14 27 19 16 21 26 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31 -32
leaf_value=0.0022610580106687335 0.00041754870301697076 0.00067962464141522495 0.0013543637749781556 0.00082440670867524107 0.001600336580466493 -0.00023807552328223661 0.0019478885040305652 0.0013418923794508695 0.0004905498078155091 0.00090384630707030064 0.001898381920560662 0.0020049077942455511 0.001003532164613072 5.3724205311673801e-06 0.0012286956869697388 0.0014948451334373118 0.0012533505197767172 0.0016703027188235118 0.0020116667161356305 0.0020096100614381694 0.0014710936554385391 0.0017291436903778253 0.0010432152802591237 0.0015651819540284414 0.0012386296594993351 0.00172427059165275 0.0019097089891218441 0.00041836802308111858 0.0016712287262728429 0.00084306713080096627 0.0014894318076515221
leaf_weight=52 102 70 71 53 59 72 54 78 56 57 77 52 56 56 53 84 58 505 323 56 53 86 58 96 80 70 139 53 167 65 53
leaf_count=52 102 70 71 53 59 72 54 78 56 57 77 52 56 56 53 84 58 505 323 56 53 86 58 96 80 70 139 53 167 65 53
internal_value=0 0.000822336 0.00111515 0.00166549 0.000900246 0.000339274 0.00168676 0.000762902 0.00093974 0.000515564 0.00163764 0.00154113 0.00150313 0.000391724 0.00174978 0.00178306 0.00176223 0.00179295 0.00190509 0.00155662 0.00174809 0.00153775 0.00155656 0.00136883 0.00163481 0.0014655 0.00172203 0.00020651 0.00175062 0.00068021 0.0013594
internal_weight=0 816 508 2148 360 308 2095 301 199 236 148 633 579 179 1462 1247 1195 1051 407 215 109 144 523 154 369 150 644 109 219 121 106
internal_count=2964 816 508 2148 360 308 2095 301 199 236 148 633 579 179 1462 1247 1195 1051 407 215 109 144 523 154 369 150 644 109 219 121 106
is_linear=0
shrinkage=0.0032998


Tree=3811
num_leaves=28
num_cat=0
split_feature=1 3 2 2 3 150 13 2 43 0 2 52 0 0 2 1 0 2 42 3 0 403 0 457 43 2 1
split_gain=34.2661 10.1034 3.91388 3.38774 2.87529 2.80597 1.78908 1.7218 1.67459 1.55746 1.34049 1.01664 0.876714 0.860057 0.827574 0.796987 0.678607 0.652118 0.580672 0.554983 0.497123 0.663562 0.398868 0.407388 0.326918 0.292532 0.226724
threshold=0.10575500000000002 -0.049204999999999992 0.13881000000000002 0.10656 -0.068279999999999993 0.088985000000000009 -0.0042049999999999995 -1.0000000180025095e-35 0.10440000000000002 0.040570000000000002 0.10859000000000001 -0.082554999999999976 -0.06612999999999998 -0.10228499999999999 0.16730000000000003 0.090820000000000012 -0.14867499999999997 0.084745000000000015 1.0000000180025095e-35 -0.088584999999999983 -0.08645499999999999 -0.092894999999999991 -0.10071499999999999 0.041025000000000006 -0.011209999999999999 0.12141500000000001 0.094090000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 7 12 9 6 8 -3 18 15 -9 -8 -2 -13 -4 16 -1 20 -6 -17 24 -22 -19 -24 -18 -12 -21
right_child=1 2 14 -5 5 -7 11 10 -10 -11 25 13 -14 -15 -16 19 17 22 -20 26 21 -23 23 -25 -26 -27 -28
leaf_value=0.0023328279386999164 0.0022201520644104058 0.00055451932850684874 0.00046247454172880498 0.0011018491157127794 0.0011350523414523509 0.00094131299772829248 0.0022120718771204235 0.0015423845378391829 0.0019767910570535172 0.0015265336604520351 0.00078651542982034371 0.0014839915584744527 0.0016676785740407922 0.0019899135845252614 -6.5884691653139393e-05 0.0014604927004756687 0.001808430015711873 0.0016908025065882377 0.0015293290986359369 0.0017059312625060977 0.002509629763344711 0.0020808801961203398 0.0019174877344990669 0.0021812318316800951 0.0021022003838805899 0.0010969717892451265 0.0019734522482205796
leaf_weight=57 58 97 71 98 77 55 89 53 64 101 77 67 70 83 59 53 95 80 89 64 52 176 886 71 78 60 84
leaf_count=57 58 97 71 98 77 55 89 53 64 101 77 67 70 83 59 53 95 80 89 64 52 176 886 71 78 60 84
internal_value=0 0.00100243 0.000697767 0.00156442 0.00186339 0.00164785 0.00173063 0.000912963 0.00152215 0.00192623 0.00109577 0.00193111 0.00191829 0.00176417 0.00022241 0.00195001 0.00197642 0.00196227 0.00134665 0.00175336 0.00207634 0.00217882 0.00191813 0.00193709 0.00194109 0.000922739 0.00185801
internal_weight=0 643 417 226 2321 524 469 287 230 1797 190 239 128 150 130 1696 1495 1438 166 201 401 228 1037 957 173 137 148
internal_count=2964 643 417 226 2321 524 469 287 230 1797 190 239 128 150 130 1696 1495 1438 166 201 401 228 1037 957 173 137 148
is_linear=0
shrinkage=0.0032998


Tree=3812
num_leaves=24
num_cat=0
split_feature=3 2 15 16 9 12 15 12 2 15 1443 475 150 9 16 480 129 13 13 3 16 155 43
split_gain=1.49296 0.79477 0.718173 0.860013 0.57204 0.539317 0.919264 0.687974 0.499718 0.490511 0.39506 0.41056 0.428 0.543581 0.459079 0.453312 0.25754 0.256998 0.37874 0.352817 0.319446 0.228627 0.207776
threshold=0.10766000000000002 0.092320000000000013 -0.018024999999999996 -0.096659999999999982 -1.0000000180025095e-35 0.085945000000000008 -1.0000000180025095e-35 -0.010419999999999997 0.13501500000000002 -0.24511999999999998 1.0000000180025095e-35 -0.088544999999999985 0.086765000000000023 0.087755000000000014 -0.013819999999999997 0.086995000000000017 0.08956500000000002 -0.004409999999999999 -0.059629999999999996 -0.082004999999999981 -0.03614499999999999 0.10749500000000002 -0.078169999999999976
decision_type=2 2 2 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 6 7 22 16 -2 11 -6 13 15 -14 -13 17 18 19 -7 -19 -22 -3
right_child=2 5 -4 -5 10 8 -8 -9 -10 -11 -12 12 14 -15 -16 -17 -18 20 -20 -21 21 -23 -24
leaf_value=0.0028213535852901544 0.0083582744036884964 -0.00012879237103901987 -0.012039216098781126 0.019901868918752973 0.002576721972693975 0.0057672353030155544 0.01950906130339625 -0.014700406394082884 -0.0012072715470038073 -0.013809994838097426 0.0029100084997376301 0.018821206567361175 -0.0033862661931673382 0.035458786377642444 0.016373078033994005 0.0058074791527151434 0.0032690734084234842 0.011277016478557446 0.0028605848682204723 0.01993406963926804 0.034637038006253243 0.018814250547565692 0.012068774997020092
leaf_weight=87 56 92 83 81 52 68 84 72 63 57 56 1283 53 53 89 81 52 59 79 190 53 52 69
leaf_count=87 56 92 83 81 52 68 84 72 63 57 56 1283 53 53 89 81 52 59 79 190 53 52 69
internal_value=0 0.014037 0.00105377 0.00666467 0.0161496 0.0100635 0.00441461 -0.00101945 0.0129675 -0.00280805 0.0168442 0.0173274 0.0178183 0.0187021 0.00898546 0.0180497 0.0145856 0.0157566 0.0130838 0.0162071 0.0212381 0.0268181 0.00508758
internal_weight=0 2687 277 194 1754 933 317 233 616 113 1667 1611 1559 1417 142 1364 553 501 337 258 164 105 161
internal_count=2964 2687 277 194 1754 933 317 233 616 113 1667 1611 1559 1417 142 1364 553 501 337 258 164 105 161
is_linear=0
shrinkage=0.16829


Tree=3813
num_leaves=23
num_cat=0
split_feature=4 12 4 0 40 51 12 12 0 160 0 12 49 0 16 0 0 40 160 12 16 0
split_gain=25.904 6.94893 3.71529 3.77561 2.36727 1.79305 1.49673 1.39915 1.48627 1.21343 1.14789 1.27086 0.975302 0.807837 1.09057 0.678808 1.46086 0.673901 0.608724 0.595418 0.422643 0.281189
threshold=0.31392000000000003 0.078120000000000009 -0.17568999999999999 -0.077614999999999976 -1.0000000180025095e-35 0.08845500000000002 -0.084509999999999988 0.11878500000000002 -0.14867499999999997 -0.046544999999999996 -0.10071499999999999 0.087995000000000004 -1.0000000180025095e-35 0.11160500000000002 0.022165000000000004 -0.018054999999999998 -0.105195 -1.0000000180025095e-35 -0.081594999999999987 0.08401500000000002 0.15737500000000001 -0.07087499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 5 -5 9 -2 8 -3 -4 11 -10 -11 14 19 16 -8 -14 -16 -12 -1 -9
right_child=6 7 3 4 -6 -7 15 21 10 12 13 -13 17 -15 18 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0016755466594989366 0.00037603650940951696 0.0023373913739462536 0.0011557020046523891 0.0011344333587462695 0.00021477368066892763 0.001015765699895383 0.0010232131877941154 0.0015851026333863795 0.0011029330012668123 0.0013942323468385254 0.0020886446545130698 0.0017470571749473866 0.0016345281493501402 0.0021331065913438242 0.0013020341825644652 0.0011711321753076498 0.00039755460529395683 0.00213782783401706 0.0016914525585260793 0.0018210702027876514 0.0020748547577441748 0.0012364133273721066
leaf_weight=54 102 56 60 74 52 87 94 52 54 73 100 89 60 83 52 57 72 58 307 1210 66 52
leaf_count=54 102 56 60 74 52 87 94 52 54 73 100 89 60 83 52 57 72 58 307 1210 66 52
internal_value=0 0.00169525 0.00137736 0.00124329 0.000755171 0.00142515 0.00070776 0.00178558 0.00180552 0.0015669 0.00178979 0.00150407 0.00169589 0.00181309 0.00179715 0.000859332 0.000752055 0.00188221 0.00163514 0.00184152 0.00189546 0.0014111
internal_weight=0 2639 584 464 126 338 325 2055 1951 251 1895 143 191 1752 1669 223 166 118 359 1310 120 104
internal_count=2964 2639 584 464 126 338 325 2055 1951 251 1895 143 191 1752 1669 223 166 118 359 1310 120 104
is_linear=0
shrinkage=0.0032998


Tree=3814
num_leaves=21
num_cat=0
split_feature=2 4 52 447 15 11 2 50 16 52 52 133 15 2 15 52 157 4 42 16
split_gain=1.05727 0.833983 0.681708 0.505711 0.493263 0.991862 0.571741 0.425365 0.452134 0.410212 0.357947 0.62437 0.691451 0.625033 0.699917 0.355655 0.344406 0.238418 0.219782 0.149617
threshold=0.099845000000000003 -0.060239999999999995 0.20131000000000002 0.084420000000000009 -0.42075999999999997 0.079700000000000007 -0.080859999999999974 0.10803500000000001 -0.051259999999999993 0.087790000000000021 -0.41694999999999993 0.092000000000000012 -0.026469999999999997 0.10682000000000001 -0.077669999999999989 0.086555000000000007 -0.0036449999999999994 -0.38384499999999994 0.095150000000000012 -0.076909999999999992
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 16 10 4 -1 6 -6 9 19 15 -3 12 13 -12 -15 -8 -2 -18 -11 -9
right_child=1 2 -4 -5 5 -7 7 8 -10 18 11 -13 -14 14 -16 -17 17 -19 -20 -21
leaf_value=0.00026592171370092807 0.02823228605875746 0.013622372166939189 0.019181902828649879 -0.00066316179060641443 -0.0028847820397796026 0.033259899371438591 0.016335574978823559 0.005734528171840776 -0.005962197479379404 0.008872900927738233 -0.013250280988904649 0.01274114293675456 -0.016654022020436171 0.00049128423707488612 0.022145710902177224 0.030475705815053964 0.0048355858042706951 0.018650688888514164 0.017777501646485241 0.017428877167007823
leaf_weight=69 52 67 74 66 55 79 1159 56 55 339 70 97 77 227 52 53 67 76 103 71
leaf_count=69 52 67 74 66 55 79 1159 56 55 339 70 97 77 227 52 53 67 76 103 71
internal_value=0 0.00679833 0.00395311 0.0138092 0.0142786 0.0147685 0.013995 0.0145016 0.00676188 0.0153522 0.00204001 0.000552792 -0.00221827 0.000961544 0.00453367 0.0169554 0.0164775 0.0121904 0.010952 0.0122865
internal_weight=0 859 664 2105 2039 1970 1891 1836 182 1654 590 523 426 349 279 1212 195 143 442 127
internal_count=2964 859 664 2105 2039 1970 1891 1836 182 1654 590 523 426 349 279 1212 195 143 442 127
is_linear=0
shrinkage=0.16829


Tree=3815
num_leaves=33
num_cat=0
split_feature=1 2 12 2 2 1 11 4 12 4 4 48 15 15 123 12 42 12 4 43 151 12 16 1456 160 42 1429 4 2 4 16 52
split_gain=53.5353 11.4367 12.6685 3.95902 2.89532 2.35266 3.27095 2.0957 1.46451 1.34007 1.87983 1.49407 1.31256 2.27226 1.2465 1.22524 0.869321 0.889496 0.840115 0.564492 0.548106 0.703426 0.509245 0.506713 0.536053 0.892002 0.447755 0.438889 0.437268 0.414952 0.336689 0.285128
threshold=0.10075500000000003 0.17553000000000005 0.086085000000000009 0.097005000000000022 0.11248000000000001 0.089745000000000019 1.0000000180025095e-35 -0.15283499999999997 0.056995000000000011 0.056815000000000011 0.51367000000000018 0.088750000000000009 0.088805000000000009 -0.077669999999999989 0.085705000000000017 0.095230000000000023 0.095935000000000006 0.091680000000000011 0.40996000000000005 -0.040494999999999996 -0.08422499999999998 0.084270000000000012 -1.0000000180025095e-35 -0.077489999999999989 0.0012900000000000001 0.082115000000000007 0.048630000000000007 0.055765000000000002 0.10584500000000001 0.061295000000000009 -0.020389999999999995 0.099570000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 5 15 6 20 -2 28 11 14 -9 13 -7 18 -4 17 -10 -11 -14 21 -1 -18 30 26 -26 -25 31 -5 -17 -22 -19
right_child=1 -3 4 8 -6 12 -8 9 16 10 -12 -13 19 -15 -16 29 22 27 -20 -21 23 -23 -24 24 25 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.0022809217064571874 0.0011372305280447983 -0.00050991354822593532 0.0020581990654440162 0.0013763169014021611 0.00077887225570027975 0.0017379194426286335 0.0025563870852043286 -0.0002530578467043484 0.0021082560129700549 0.0012546014154340712 0.00014015199009089483 0.00052306666745390615 0.0015764505693931707 0.00083361608505817613 0.00034742634761992998 0.0016239949022566586 0.0015853555169110713 0.0018630044376680543 0.0007142674137006835 0.0019882074695513185 0.0022414179397100874 0.0018414230203363528 0.0011376015492886814 0.0018717289964309703 0.001283591190797192 0.0018419989812755468 0.0016160480699487854 0.0013795009928719896 0.00096604682814371075 0.0012595723637583904 0.001874112520021218 0.0015528056953755351
leaf_weight=77 56 70 57 63 53 65 80 53 53 53 76 55 75 57 57 92 60 76 78 73 56 85 53 866 52 80 84 58 53 56 57 60
leaf_count=77 56 70 57 63 53 65 80 53 53 53 76 55 75 57 57 92 60 76 78 73 56 85 53 866 52 80 84 58 53 56 57 60
internal_value=0 0.000760313 0.00088998 0.00177928 0.00146762 0.00185358 0.00190679 0.000541692 0.00151276 0.000451946 0.000578664 0.000141865 0.00157022 0.00131571 0.000755747 0.00164552 0.00161693 0.00172717 0.000933145 0.00177978 0.00186847 0.00205054 0.00137566 0.00184376 0.00182151 0.00162229 0.00184916 0.00162288 0.00118917 0.00148634 0.00205645 0.00172641
internal_weight=0 756 686 2183 258 1707 1437 428 476 372 264 108 270 122 188 205 360 247 131 148 1357 162 113 1195 1082 132 950 194 116 148 113 136
internal_count=2939 756 686 2183 258 1707 1437 428 476 372 264 108 270 122 188 205 360 247 131 148 1357 162 113 1195 1082 132 950 194 116 148 113 136
is_linear=0
shrinkage=0.0032998


Tree=3816
num_leaves=27
num_cat=0
split_feature=1 2 160 159 1 12 12 1 2 1 12 484 456 2 51 51 2 1429 48 2 13 15 2 160 13 13
split_gain=2.14644 1.29167 0.74007 0.718462 0.804591 0.6875 0.916346 0.517957 0.643812 0.627063 0.541488 0.502731 0.557093 0.407116 0.385921 0.485756 0.521054 0.382709 0.34405 0.507767 0.340762 0.269119 0.266053 0.255304 0.17276 0.357705
threshold=0.087055000000000007 1.0000000180025095e-35 -0.10151499999999998 0.11035500000000001 0.13891000000000003 0.098845000000000016 0.082595000000000016 0.10721500000000002 -0.012574999999999998 0.11617500000000001 0.087745000000000004 0.087020000000000014 0.041000000000000002 -0.0050599999999999994 0.12162000000000002 0.092845000000000011 0.080495000000000011 0.083780000000000007 0.083775000000000002 0.10709500000000001 0.080625000000000016 -0.10020499999999997 0.088710000000000011 -0.14807999999999996 -0.081999999999999976 -0.052124999999999998
decision_type=2 2 2 2 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 4 5 6 18 8 -4 -9 -10 12 14 -11 15 16 -1 23 19 -3 22 -20 -18 -13 -12 -26
right_child=1 3 7 -5 -6 -7 -8 9 10 13 24 17 -14 -15 -16 -17 20 -19 21 -21 -22 -23 -24 -25 25 -27
leaf_value=0.027157460552159944 -0.0028154930968996221 -0.016300460268796575 -0.0062523382254104677 0.018363032551314728 -0.017517924428883148 0.019504878864222051 -0.018715742179094261 0.034754673920419858 0.028549081086686776 0.0047930856473144883 0.018381192275622366 0.026358425687435974 0.02659797967290432 0.023388432944551292 -0.00041441911881690555 0.027287818839463213 0.010751316782946326 0.035098654650022827 -0.0013151032114515095 0.0033499433461394493 0.0031539613519070845 0.013299710671784534 0.015935006006082737 0.010563565562849566 -0.00089687495407337735 0.013746701212297978
leaf_weight=74 88 53 58 58 75 52 69 62 53 66 52 58 101 68 53 76 547 59 54 125 100 104 583 59 83 109
leaf_count=74 88 53 58 58 75 52 69 62 53 66 52 58 101 68 53 76 547 59 54 125 100 104 583 59 83 109
internal_value=0 0.00625603 0.0114986 0.000575009 -0.00136091 0.00128675 -0.00104793 0.013788 0.00994433 0.0207405 0.0131134 0.0154795 0.0144991 0.0142429 0.0136451 0.0141864 0.0134214 0.0240139 0.00257493 -0.00249093 0.0125936 0.0082934 0.0134273 0.0184089 0.00975316 0.00740705
internal_weight=0 1229 639 590 532 457 405 551 355 196 297 1710 1534 134 1433 1380 1304 176 336 178 1230 158 1130 117 244 192
internal_count=2939 1229 639 590 532 457 405 551 355 196 297 1710 1534 134 1433 1380 1304 176 336 178 1230 158 1130 117 244 192
is_linear=0
shrinkage=0.16829


Tree=3817
num_leaves=27
num_cat=0
split_feature=12 12 15 3 3 12 14 0 15 14 0 15 15 13 12 133 15 15 12 12 1456 13 42 3 15 16
split_gain=19.0182 5.01713 4.11488 2.72398 3.90643 1.79154 1.63031 1.62888 1.17468 1.14395 1.85752 1.03055 1.50859 0.881383 0.768927 0.681521 0.603832 0.69211 0.592667 0.62815 0.505597 0.568371 0.39426 0.351374 0.317299 0.224282
threshold=0.056995000000000011 0.14472000000000004 -0.2987999999999999 0.11269500000000002 -0.0063699999999999989 0.093670000000000017 -0.41128499999999996 -0.00077999999999999999 -0.14803999999999998 0.073890000000000011 -0.11825999999999999 -1.0000000180025095e-35 -0.088819999999999982 -0.0042049999999999995 -0.082039999999999988 -0.081204999999999986 -0.040119999999999996 -0.065419999999999992 0.084065000000000015 0.083725000000000008 -0.080654999999999991 -0.09219999999999999 -0.027559999999999998 0.143375 0.10127500000000002 -0.039209999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 4 7 9 -1 13 -7 10 -2 12 -6 -4 -8 -10 17 25 19 -12 -20 -22 -18 -5 -24 -17
right_child=1 -3 3 23 11 8 14 -9 15 -11 18 -13 -14 -15 -16 16 22 -19 20 -21 21 -23 24 -25 -26 -27
leaf_value=0.0011025973584838924 0.0011856708577226976 0.00083829721992028608 0.0010698362774913162 0.0010600720665249314 0.0017639303149280497 0.0011572626837360273 0.00014190288897717295 0.00069387967355549361 0.0019015547485491978 0.0022788063265343412 0.0018373062727264442 0.001945713492959049 0.0010595398733904858 0.0016102376841661944 0.00070255727198309959 0.0014406178546537091 0.0018719102413714786 0.0011761594403791142 0.0020301505375666298 0.0022664163069778974 0.0020010070680229791 0.0017485583371981762 0.0015258912133259664 0.00074055156802680961 0.0017771624589162289 0.0017166385258253895
leaf_weight=58 52 68 86 64 87 57 55 83 103 57 91 92 54 54 52 60 97 64 95 65 111 922 152 94 90 76
leaf_count=58 52 68 86 64 87 57 55 83 103 57 91 92 54 54 52 60 97 64 95 65 111 922 152 94 90 76
internal_value=0 0.00172139 0.00111981 0.0012442 0.00137371 0.00175007 0.00065672 0.00106108 0.00161331 0.00181868 0.00179902 0.00167276 0.00149441 0.00127853 0.0004147 0.00165374 0.00160632 0.00146123 0.00182383 0.00201633 0.00179718 0.00177572 0.00169182 0.000870201 0.00161948 0.00159512
internal_weight=0 2160 779 614 456 2092 165 223 699 1393 1336 233 141 140 107 642 539 200 1284 156 1128 1033 339 158 242 136
internal_count=2939 2160 779 614 456 2092 165 223 699 1393 1336 233 141 140 107 642 539 200 1284 156 1128 1033 339 158 242 136
is_linear=0
shrinkage=0.0032998


Tree=3818
num_leaves=22
num_cat=0
split_feature=1 2 457 394 12 151 42 1456 0 15 13 0 483 3 3 2 0 3 42 13 160
split_gain=1.64324 1.17396 1.13426 0.861108 0.77529 0.695308 0.649255 0.574805 0.634283 0.817664 0.615633 0.511769 0.523126 0.451273 0.417025 1.1011 0.847022 0.431952 0.752888 0.387644 0.335009
threshold=0.085780000000000009 0.25063000000000007 -0.016289999999999995 -0.070744999999999988 0.11534500000000002 -0.081744999999999984 0.08400500000000001 -0.0022699999999999994 -0.099704999999999974 -0.015539999999999998 -0.083709999999999993 -0.14534499999999997 0.087440000000000004 -0.005644999999999999 -0.084604999999999986 0.097005000000000022 -0.076914999999999997 -0.082394999999999982 0.087605000000000002 -0.09391999999999999 -0.086284999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 7 6 -1 -5 9 -9 -10 -7 13 14 15 16 -13 18 -16 -19 -14
right_child=1 -3 3 4 -6 11 -8 8 10 -11 -12 12 20 -15 17 -17 -18 19 -20 -21 -22
leaf_value=0.033704628811920524 -0.010694091453853081 -0.016735862285551684 -0.010945904943707431 0.024188208184242707 0.02939906783535378 0.025558363115366078 0.014085679331222328 0.0054868127656542377 0.020317643472577411 -0.017776057094294313 0.0079214621778635613 0.008688003635395734 0.033075864273422864 -0.0028747042261685978 0.032624080214996298 -0.010986050226564367 0.031206735120844174 0.025435413689550282 0.0069786255273477805 0.010970035973029204 0.01499597801289484
leaf_weight=95 91 60 59 65 55 87 97 222 145 53 527 387 52 61 87 72 54 59 52 492 67
leaf_count=95 91 60 59 65 55 87 97 222 145 53 527 387 52 61 87 72 54 59 52 492 67
internal_value=0 0.00623545 0.00736945 0.00883089 0.00992613 0.0142666 0.0238023 0.00886604 0.00781247 0.00099689 0.0105989 0.0130199 0.0122298 0.0112228 0.0119391 0.00829713 0.0114495 0.0146442 0.023043 0.0125222 0.0229115
internal_weight=0 1277 1217 1126 1067 1662 192 1012 947 275 672 1470 1383 1264 1203 513 441 690 139 551 119
internal_count=2939 1277 1217 1126 1067 1662 192 1012 947 275 672 1470 1383 1264 1203 513 441 690 139 551 119
is_linear=0
shrinkage=0.16829


Tree=3819
num_leaves=28
num_cat=0
split_feature=12 2 15 2 2 14 12 14 16 2 2 40 3 16 49 51 2 49 2 50 481 1213 16 51 16 16 16
split_gain=29.2561 12.5849 8.28724 4.68709 4.06511 2.46323 1.72966 1.65537 1.8299 1.2224 1.18308 1.21244 1.36814 1.27438 0.938054 0.911657 1.38477 0.878589 0.757089 0.569156 0.560681 0.646396 0.621366 0.501261 0.386913 0.524024 0.167369
threshold=0.056995000000000011 0.13447000000000003 -0.2987999999999999 0.10043500000000001 -0.0098549999999999974 0.05884000000000001 0.090455000000000021 -0.42227999999999993 -0.43708999999999992 0.098970000000000016 0.14132000000000003 -0.065259999999999999 0.085880000000000012 -0.074254999999999988 -0.047409999999999994 0.080840000000000009 0.093320000000000014 0.08716500000000002 0.089410000000000003 -0.041284999999999995 -0.018114999999999996 -0.025929999999999998 -0.0090799999999999995 -0.09021499999999999 0.31625000000000009 -0.0011349999999999999 0.46043000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 4 -4 6 9 -1 -9 17 11 -5 -13 -14 -8 16 23 20 -19 -16 22 -22 -2 -6 25 -21 -26
right_child=1 -3 3 10 15 -7 14 8 -10 -11 -12 12 13 -15 19 -17 -18 18 -20 24 21 -23 -24 -25 26 -27 -28
leaf_value=0.0012179995643614406 0.0022748564192863782 0.00081364775872623291 0.0012421936330429676 0.0018183711427873376 0.0022069739307653295 0.0027785675132992499 0.0016490741975169994 0.00089328631416720925 5.0026261648583555e-05 0.0017572140727845046 0.00086321255680614484 0.00079444720562228612 0.0011652020930550586 0.0018203949913305506 0.0018000592998724594 0.0017370838293878999 0.0017848531773519991 0.0027354959252161386 0.0022215096828676461 0.0021307302732009774 0.0023730669524066111 0.0021396136276644008 0.0027180772183026266 0.0026636661539645987 0.0024175674683174528 0.0019193838002023807 0.0021559851447374599
leaf_weight=52 110 76 87 53 55 73 58 61 52 52 62 52 82 54 72 61 55 80 53 550 177 519 52 53 59 172 57
leaf_count=52 110 76 87 53 55 73 58 61 52 52 62 52 82 54 72 61 55 80 53 550 177 519 52 53 59 172 57
internal_value=0 0.00213333 0.00138724 0.00156372 0.00184855 0.00218144 0.00215975 0.000730293 0.000505549 0.00225334 0.00127126 0.00137609 0.00125122 0.00142561 0.00205887 0.0020839 0.00221347 0.00227934 0.00253094 0.00208495 0.00224029 0.00219903 0.00241734 0.00243142 0.00210939 0.00208043 0.00228934
internal_weight=0 2160 779 614 311 2084 2011 165 113 1043 303 241 188 136 968 224 163 991 133 910 858 696 162 108 838 722 116
internal_count=2939 2160 779 614 311 2084 2011 165 113 1043 303 241 188 136 968 224 163 991 133 910 858 696 162 108 838 722 116
is_linear=0
shrinkage=0.0032998


Tree=3820
num_leaves=27
num_cat=0
split_feature=4 3 3 43 3 4 42 40 2 11 3 0 0 52 3 15 42 13 2 0 42 159 159 15 3 40
split_gain=55.2357 16.7946 6.79044 5.31574 3.96031 3.53566 2.92706 3.02604 2.38043 3.49976 1.89033 1.48805 1.28167 1.25838 3.19201 1.01094 0.989053 0.897128 0.864379 0.759461 0.665117 0.644392 0.855007 0.634324 0.591599 0.514976
threshold=0.31392000000000003 -0.069909999999999986 0.28833000000000003 -0.043814999999999993 0.31395500000000004 -0.39175499999999991 -1.0000000180025095e-35 -1.0000000180025095e-35 0.097110000000000016 1.0000000180025095e-35 0.084670000000000009 -0.06612999999999998 -0.063509999999999983 -0.12005499999999998 -0.097199999999999995 -0.035654999999999992 0.086105000000000015 -0.011809999999999999 0.085005000000000011 -0.10726999999999999 0.090385000000000007 0.11320500000000001 0.085345000000000018 -0.43587999999999999 -0.13827999999999999 -0.076799999999999993
decision_type=2 2 2 2 2 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 16 -5 -3 17 9 11 12 19 18 24 -15 -12 23 -8 -7 -1 -16 22 -21 -2 -10 -18
right_child=4 2 -4 5 -6 10 7 -9 13 -11 15 -13 -14 14 20 -17 25 -19 -20 21 -22 -23 -24 -25 -26 -27
leaf_value=0.0016467680800933279 0.0010272098983459702 0.0018075384156669165 0.00037556131206207692 0.0023828332446205612 -0.00035757033768102304 0.0022545298012365544 0.00091148936702543893 0.0014501593850745785 0.002214161356748024 0.0026738935179335109 0.0015224457350273399 0.0015670821379333466 0.0013357543890740958 0.00091958566575290896 0.0020492847089356421 0.00095037959262501363 0.00059370197691238462 0.00033888761169772379 0.0017509001492442668 0.0020457195282312444 0.0015619081881333471 0.0016891903032662534 0.0024028535503761717 0.0005744714774063007 0.0017885252517493325 0.00016251035115119752
leaf_weight=53 57 54 63 75 62 59 57 77 64 93 86 78 52 58 77 56 54 63 104 1204 52 52 79 84 84 69
leaf_count=53 57 54 63 75 62 59 57 77 64 93 86 78 52 58 77 56 54 63 104 1204 52 52 79 84 84 69
internal_value=0 0.00183242 0.0014129 0.00150853 0.000392579 0.00173058 0.00112621 0.000939277 0.00199764 0.002052 0.00159345 0.00201253 0.00178903 0.00174458 0.00156375 0.00129709 0.000568884 0.000611167 0.00193341 0.00203753 0.0018531 0.00205302 0.00206774 0.000757743 0.00197282 0.0003521
internal_weight=0 2640 746 683 326 432 251 197 1894 1559 357 1466 215 335 187 142 264 120 163 1388 129 1335 1283 141 148 123
internal_count=2966 2640 746 683 326 432 251 197 1894 1559 357 1466 215 335 187 142 264 120 163 1388 129 1335 1283 141 148 123
is_linear=0
shrinkage=0.0032998


Tree=3821
num_leaves=26
num_cat=0
split_feature=1 4 12 15 1 4 48 1 1 12 1 15 43 1 52 2 15 1 16 15 15 4 43 1454 52
split_gain=25.7224 5.62933 2.55943 1.7577 1.8208 1.58111 1.55142 1.53522 1.33531 1.29113 0.83565 0.821241 0.879717 0.727096 2.09804 0.693944 0.607297 0.713504 0.536131 1.01395 0.541552 0.559917 0.442219 0.384967 0.332198
threshold=0.11359000000000001 0.27998000000000006 1.0000000180025095e-35 0.025430000000000005 0.095520000000000008 -0.39175499999999991 0.091045000000000015 0.098715000000000011 0.14754500000000001 0.090455000000000021 0.12313000000000002 -0.037394999999999991 -0.0101 0.079225000000000004 -1.0000000180025095e-35 0.12173500000000002 0.098855000000000012 0.089245000000000005 0.060835000000000007 -0.052984999999999997 0.097415000000000015 -0.0101 -0.013049999999999997 0.082230000000000011 0.40342500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 13 -4 10 9 15 16 -2 12 -6 -1 -15 -3 17 23 20 -20 21 -11 -9 -7 -22
right_child=1 8 5 -5 11 7 -8 22 -10 18 -12 -13 -14 14 -16 -17 -18 -19 19 -21 24 -23 -24 -25 -26
leaf_value=0.0012856988218453538 0.0016217854886047436 0.00032621548289673327 0.0021001482706817145 0.0019719022459190262 0.00098168424090292329 0.0017654958241759226 0.00081650074061141666 0.0014706982237644307 -4.9694104081112919e-05 0.0017519803171873898 0.0010858377720305288 0.00074291386268692439 0.0015169457169240319 0.0013596641571274972 0.0021352425685462434 0.00073244067447337017 0.0020961864563091787 0.0013623234570332898 0.0016305197702948249 0.0011028140147297408 0.0013462152935853411 0.001499458402737606 0.0010384643122789607 0.0014689859096749295 0.0016672903604245473
leaf_weight=96 70 86 88 53 74 874 93 53 53 306 59 54 62 102 61 99 52 56 90 72 113 143 52 52 53
leaf_count=96 70 86 88 53 74 874 93 53 53 306 59 54 62 102 61 99 52 56 90 72 113 143 52 52 53
internal_value=0 0.000764265 0.00161333 0.00140219 0.00133486 0.0016662 0.00114232 0.00164625 0.000411481 0.00166881 0.00137694 0.00108886 0.00122596 0.00151519 0.00165013 0.000543791 0.00174548 0.00172687 0.00156672 0.0013962 0.00161158 0.00167163 0.00125698 0.00174888 0.00144894
internal_weight=0 460 2506 502 449 2004 222 1916 238 1811 129 190 136 259 163 185 1034 982 777 162 615 449 105 926 166
internal_count=2966 460 2506 502 449 2004 222 1916 238 1811 129 190 136 259 163 185 1034 982 777 162 615 449 105 926 166
is_linear=0
shrinkage=0.0032998


Tree=3822
num_leaves=22
num_cat=0
split_feature=4 2 12 3 11 43 4 3 43 2 4 3 12 43 43 3 3 43 3 3 50
split_gain=30.2089 5.9134 4.02632 2.58407 2.37271 2.06561 2.0107 1.99033 3.4852 1.96169 1.75062 2.5226 2.23741 1.54749 0.877504 0.679369 0.551999 0.311 0.194177 0.177767 0.157009
threshold=0.31392000000000003 0.13631000000000001 -1.0000000180025095e-35 0.31395500000000004 1.0000000180025095e-35 -0.0068849999999999996 -0.0046399999999999992 -0.10690999999999999 -0.12788999999999998 0.097110000000000016 -0.076329999999999995 0.091085000000000013 0.090455000000000021 -0.085504999999999984 -0.028184999999999998 -0.079774999999999985 -0.081224999999999978 -0.004174999999999999 0.095880000000000007 -0.0096849999999999974 0.083315000000000014
decision_type=2 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 7 19 13 8 -4 -6 15 12 -12 -1 -8 16 -9 -3 -7 -2 -17
right_child=3 17 4 -5 9 18 14 10 -10 -11 11 -13 -14 -15 -16 20 -18 -19 -20 -21 -22
leaf_value=0.0012808225224501995 0.00039616370813836397 0.00057148635562038932 0.0015957395815581667 -0.00015393804697318253 0.0023152636817299291 0.00077089600677026813 0.001120117191000469 0.0017011922141787793 0.00050249483042093246 0.0015970335512802069 0.0017047145045879846 0.001015830681056246 0.001415189691419968 0.00053025091288465536 0.001689030185925528 0.0018339030623029052 0.0013699506793466928 0.00093021493663794196 0.0010279603332734798 0.00014510203485881227 0.0020613071234588465
leaf_weight=52 77 52 82 62 87 78 52 492 52 80 576 102 592 71 70 109 63 55 57 52 53
leaf_count=52 77 52 82 62 87 78 52 492 52 80 576 102 592 71 70 109 63 55 57 52 53
internal_value=0 0.00151671 0.00154882 0.00045184 0.00159191 0.00059424 0.00114626 0.00156201 0.00117176 0.00197141 0.00158831 0.00151448 0.001558 0.000847852 0.00144683 0.00171903 0.00166366 0.000756209 0.000879695 0.000295234 0.00190852
internal_weight=0 2640 2533 326 2288 264 245 2121 134 167 1987 1270 1168 123 122 717 555 107 135 129 162
internal_count=2966 2640 2533 326 2288 264 245 2121 134 167 1987 1270 1168 123 122 717 555 107 135 129 162
is_linear=0
shrinkage=0.0032998


Tree=3823
num_leaves=18
num_cat=0
split_feature=4 4 0 148 13 16 3 1 0 0 1 49 1 0 40 43 156
split_gain=1.80855 0.654134 0.718924 0.67652 0.650393 0.634017 0.542383 1.19998 0.781847 0.642026 1.05348 0.527984 0.473627 0.400902 0.354643 0.348765 0.567612
threshold=0.31392000000000003 -0.35269999999999996 -0.0033699999999999993 -0.077864999999999976 -0.087669999999999984 -0.5020199999999998 0.084670000000000009 0.089875000000000024 -0.15445999999999996 -0.11742499999999999 0.078705000000000011 0.12372500000000002 0.11338500000000001 -0.14076499999999997 -0.061244999999999994 -0.013934999999999998 0.090625000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 -3 5 -2 8 -8 -5 10 -10 -11 -6 -9 -14 -1 -17
right_child=4 2 -4 6 12 -7 7 13 9 11 -12 -13 14 -15 -16 16 -18
leaf_value=0.011668398974366384 0.0045037309799695587 0.029454733295242765 -0.0036373115168429606 0.034275986726716653 0.019160130531498676 -0.020733826577737913 -0.013049694028177935 0.024931702209194911 0.019208458353765362 0.015382776815263125 -0.01098017259128193 -0.00062868513299818715 0.010872860276667173 0.0048954758826374551 -0.0055816855307417833 0.037771001567746827 0.017660510580358193
leaf_weight=52 53 82 64 56 63 60 66 60 60 1854 72 60 67 54 83 79 81
leaf_count=52 53 82 64 56 63 60 66 60 60 1854 72 60 67 54 83 79 81
internal_value=0 0.0147247 0.0139401 0.0144168 0.00143239 -0.00888084 0.0138756 0.00499432 0.0146353 0.0140968 0.00272832 0.0148799 0.00691216 0.0154566 0.00175603 0.0237017 0.0276013
internal_weight=0 2640 2428 2364 326 113 2282 180 2102 2046 132 1914 213 114 150 212 160
internal_count=2966 2640 2428 2364 326 113 2282 180 2102 2046 132 1914 213 114 150 212 160
is_linear=0
shrinkage=0.16829


Tree=3824
num_leaves=23
num_cat=0
split_feature=4 1 155 1 150 3 41 39 43 42 133 15 15 474 4 1 39 42 4 159 4 15
split_gain=19.907 4.37784 2.57377 2.01846 1.23927 1.17144 0.940469 1.4008 0.761086 0.651563 0.598955 0.562733 1.25168 0.540734 0.494938 0.472637 0.44659 0.54174 0.426554 0.426403 0.345558 0.267663
threshold=0.31392000000000003 0.10398500000000001 0.10022500000000002 0.14754500000000001 0.085845000000000019 0.10402500000000002 0.075585000000000013 0.0047850000000000011 0.0015200000000000003 0.086205000000000018 0.089625000000000024 0.084360000000000004 -0.097144999999999981 0.10008000000000002 -0.013359999999999999 0.11338500000000001 0.087080000000000005 0.086245000000000002 -0.076164999999999997 0.095130000000000006 0.50609000000000004 -0.069034999999999985
decision_type=2 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 15 16 6 7 8 10 -8 13 12 -10 -1 -12 -2 17 21 -13 20 -17 -3
right_child=3 2 -4 -5 -6 -7 9 -9 11 -11 14 18 -14 -15 -16 19 -18 -19 -20 -21 -22 -23
leaf_value=0.0015385413916326521 0.00086359450477418629 0.0011937607611193894 0.0017598432015414125 -3.9333025800384138e-05 0.00063389386110607919 0.0009772488376835317 0.0020081251185232766 0.0010879140016495496 0.0015587318764869718 0.0015009790179816255 0.0014921874467287504 0.001563324971381098 0.00090673005111514262 0.001885822274846579 0.0012515812385510744 0.00028560276009345533 0.00084851400088744536 0.0013951468709427247 0.0012895314480680681 0.00080081055132510547 0.00063270071126292988 0.00085483277821587881
leaf_weight=1138 88 52 53 53 86 52 61 103 55 52 267 144 78 52 147 63 60 75 113 59 63 52
leaf_count=1138 88 52 53 53 86 52 61 103 55 52 267 144 78 52 147 63 60 75 113 59 63 52
internal_value=0 0.00141382 0.00108475 0.000549335 0.000974552 0.0014688 0.00148035 0.00146445 0.00148388 0.00177506 0.00151585 0.0013523 0.00117662 0.00155375 0.00140684 0.000663747 0.00109699 0.00118007 0.00144308 0.000568494 0.000459431 0.00102464
internal_weight=0 2640 378 326 325 2262 2210 2097 1994 113 1604 390 133 1190 414 273 239 179 257 185 126 104
internal_count=2966 2640 378 326 325 2262 2210 2097 1994 113 1604 390 133 1190 414 273 239 179 257 185 126 104
is_linear=0
shrinkage=0.0032998


Tree=3825
num_leaves=20
num_cat=0
split_feature=3 30 2 14 3 2 2 1447 159 43 16 3 3 480 159 16 16 2 42
split_gain=15.3023 9.95403 6.46282 2.79063 2.59124 2.28377 1.27822 1.07463 1.04859 1.01083 0.886974 1.23217 0.743119 0.742574 0.738046 0.722545 0.679978 0.322931 0.289324
threshold=0.28833000000000003 0.084750000000000006 0.10859000000000001 0.073890000000000011 -0.031895 -0.10238999999999998 0.095850000000000005 -0.064264999999999989 0.082975000000000007 -0.025079999999999995 0.39813000000000004 -0.11211999999999998 0.085090000000000013 0.08740500000000001 0.086140000000000008 0.026395000000000005 -0.059289999999999995 0.11693000000000002 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 2 3 5 10 -1 7 13 15 -6 11 -4 -9 -7 -2 -8 -11 -12 -13
right_child=14 -3 4 -5 9 6 8 12 -10 16 17 18 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00085606138491779466 3.5393531177855707e-05 0.00021109511311536116 0.00074655759923169661 0.002068091931303574 0.00048778266554579548 0.0019460558169198704 0.0011314830499095864 0.0015447798544462445 0.0017091538403493293 0.0011927217085989845 0.0013640533622665907 0.0011727356791392063 0.0012382825737327768 0.0014935739921153118 0.00053378088760533827 0.0014582598945245726 0.00069663681441584362 0.0017247472901707431 0.0014729366483281631
leaf_weight=59 72 73 56 98 69 121 189 1419 70 73 60 71 93 60 59 123 52 52 73
leaf_count=59 72 73 56 98 69 121 189 1419 70 73 60 71 93 60 59 123 52 52 73
internal_value=0 0.00141423 0.0014463 0.00152267 0.00110933 0.00149761 0.00151584 0.00155487 0.00134274 0.000809388 0.00129573 0.00116333 0.00152595 0.00179626 0.000260127 0.00126042 0.000986632 0.00153183 0.00132517
internal_weight=0 2811 2738 2232 506 2134 2075 1693 382 194 312 200 1512 181 131 312 125 112 144
internal_count=2942 2811 2738 2232 506 2134 2075 1693 382 194 312 200 1512 181 131 312 125 112 144
is_linear=0
shrinkage=0.0032998


Tree=3826
num_leaves=11
num_cat=0
split_feature=3 30 124 39 159 34 0 481 2 1447
split_gain=1.7508 0.896021 0.523021 0.601147 0.506582 0.498795 0.458424 0.423326 0.519506 0.337535
threshold=0.28833000000000003 0.084750000000000006 0.08919500000000001 0.10490000000000001 0.086140000000000008 -0.016844999999999995 -0.23395499999999997 -0.065834999999999991 -0.0098549999999999974 -0.079709999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 -1 -7 9 -9 -8
right_child=4 -3 -4 -5 -6 6 7 8 -10 -11
leaf_value=0.030839562849531217 -0.015304888884145067 -0.0043126439907321618 -0.0019651508287712575 0.031026237881758938 0.0057139545421351478 0.028140335700969264 0.026120845575500515 -0.0029906755662177345 0.013537763088454656 0.011711945407830947
leaf_weight=52 72 73 53 64 59 65 134 55 2244 71
leaf_count=52 72 73 53 64 59 65 134 55 2244 71
internal_value=0 0.0140694 0.0145601 0.014887 -0.00582467 0.0144922 0.0141607 0.013797 0.0131416 0.0211392
internal_weight=0 2811 2738 2685 131 2621 2569 2504 2299 205
internal_count=2942 2811 2738 2685 131 2621 2569 2504 2299 205
is_linear=0
shrinkage=0.16829


Tree=3827
num_leaves=22
num_cat=0
split_feature=44 13 30 43 0 15 0 52 43 15 43 1213 48 52 156 474 481 160 403 0 13
split_gain=0.804322 0.5058 0.54179 0.509579 0.753208 0.940675 0.426109 1.48347 1.89425 0.677467 0.499615 0.540114 0.458477 0.639809 0.411552 0.633503 0.428437 0.348025 0.308384 0.385666 0.256829
threshold=0.081835000000000019 -0.10526999999999999 0.084750000000000006 0.056805000000000008 -0.10298499999999998 -0.088349999999999998 -0.10298499999999998 0.0035300000000000006 -0.017474999999999997 -0.0039399999999999991 0.0049250000000000014 -0.0091899999999999985 0.090350000000000014 -0.030234999999999995 -0.058029999999999991 0.088510000000000019 -0.086854999999999988 -0.070644999999999986 -0.071919999999999984 -0.082454999999999987 -0.18997999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 5 -1 7 9 -9 12 14 -12 13 -3 -8 16 -16 -17 -13 -20 -5
right_child=-2 2 -4 20 -6 -7 10 8 -10 -11 11 18 -14 -15 15 17 -18 -19 19 -21 -22
leaf_value=0.023596633381859168 0.031141554291093353 -0.0092252113763765242 -0.003480544054069144 0.021257922479836926 -0.015079314931722206 -0.007559849113853016 0.0030694845491630635 0.010294961661100169 -0.032339866726293486 0.030273106202177928 0.018462529762667504 0.01386591213229435 0.020616938046291659 0.014191676492120085 0.027548651056356052 0.034198346828901695 0.012904296463756936 0.01630846112434951 0.010347294768017528 -0.005137367363508615 0.0047917816066447624
leaf_weight=52 55 61 68 54 71 58 97 65 54 55 85 58 66 72 59 67 1527 58 68 138 54
leaf_count=52 55 61 68 54 71 58 97 65 54 55 85 58 66 72 59 67 1527 58 68 138 54
internal_value=0 0.0105796 0.0113229 0.00389137 -0.00155844 0.00715234 0.0117215 0.00645957 -0.00903684 0.0137268 0.0126306 0.00679081 0.00914463 0.00343809 0.0137568 0.0143617 0.0134502 0.0259118 0.00302607 -1.72041e-05 0.0130415
internal_weight=0 2887 2598 289 181 110 2530 373 119 254 2157 349 199 133 1808 1711 1586 125 264 206 108
internal_count=2942 2887 2598 289 181 110 2530 373 119 254 2157 349 199 133 1808 1711 1586 125 264 206 108
is_linear=0
shrinkage=0.16829


Tree=3828
num_leaves=30
num_cat=0
split_feature=12 12 16 0 16 131 49 11 0 0 16 0 14 48 160 16 40 12 42 0 43 16 403 43 42 157 1455 133 43
split_gain=18.6948 3.43631 3.23106 4.49537 2.84537 2.67825 1.70943 1.6745 1.70344 1.67414 1.54163 1.19235 1.09784 1.01743 1.28747 0.896654 0.770479 0.753134 0.669817 0.605596 0.52357 0.491393 0.457407 0.507056 0.455123 0.442911 0.284722 0.217943 0.157674
threshold=0.056995000000000011 0.098355000000000012 0.15737500000000001 -0.06612999999999998 -0.40430999999999989 0.077860000000000013 -0.073139999999999983 1.0000000180025095e-35 -0.11214999999999999 -0.23395499999999997 0.26768500000000006 0.044695000000000006 0.076450000000000004 0.090935000000000016 -0.065814999999999999 -0.14239499999999997 -1.0000000180025095e-35 0.08598500000000002 0.097140000000000018 -0.055084999999999988 -0.10561 -0.04040499999999999 -0.0076149999999999994 -0.0082999999999999984 0.084050000000000014 -0.077294999999999989 -0.065979999999999983 -0.00027499999999999996 -0.078409999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 5 -3 6 -1 8 -2 -8 17 -4 -9 14 -11 -5 -17 22 19 20 -6 -20 23 -10 -24 -19 -27 -22 -12
right_child=1 4 11 15 18 -7 9 12 10 13 28 -13 -14 -15 -16 16 -18 25 21 -21 27 -23 24 -25 -26 26 -28 -29 -30
leaf_value=0.0017819673037282263 0.0012667336445649478 0.00083036848779778855 0.0014196415290431545 0.00098943942626766499 0.0018856415460013598 0.00058997173625997769 0.0017804998026480052 0.0019925244148664301 0.0019826187001715308 0.00091022632779220937 0.0016055475225577574 0.0020638646396291507 0.0025914390190926451 0.0008417782274084785 0.0014407439525458594 0.00076414519266567078 0.00020989244858622835 0.0020772751443569708 0.0016782830618698016 0.0020431504873423376 0.0016748212094710817 0.001293132686066183 0.0020898614882992792 0.0024222462507342388 0.0018175855348251532 0.0015771175563023022 0.0018340552714365774 0.0014075317184979329 0.0013507961092832799
leaf_weight=84 55 53 76 55 74 56 57 93 63 73 61 54 53 80 160 52 58 81 66 58 68 83 124 55 154 52 821 71 52
leaf_count=84 55 53 76 55 74 56 57 93 63 73 61 54 53 80 160 52 58 81 66 58 68 83 124 55 154 52 821 71 52
internal_value=0 0.0018008 0.00121061 0.00111871 0.00155218 0.00127195 0.001356 0.00187145 0.00183885 0.00125919 0.00186033 0.00168751 0.00221018 0.00116415 0.00127468 0.000644842 0.000472223 0.00189142 0.00164318 0.00174158 0.0016593 0.00146397 0.00201335 0.00218783 0.00193916 0.00184077 0.00181879 0.00153855 0.00148863
internal_weight=0 2137 805 675 473 510 454 1664 1518 370 1463 130 146 313 233 165 110 1350 420 271 213 149 396 118 278 954 873 139 113
internal_count=2942 2137 805 675 473 510 454 1664 1518 370 1463 130 146 313 233 165 110 1350 420 271 213 149 396 118 278 954 873 139 113
is_linear=0
shrinkage=0.0032998


Tree=3829
num_leaves=21
num_cat=0
split_feature=4 15 51 150 14 9 133 4 124 13 133 475 474 157 42 4 4 15 50 49
split_gain=0.92792 0.609998 0.581207 0.632115 0.433758 0.425137 0.435254 0.324167 0.612747 0.550387 0.310392 0.326339 0.71954 0.499334 0.286622 0.235364 0.567697 0.332224 0.161162 0.126019
threshold=0.31392000000000003 -0.14868999999999996 0.078960000000000016 1.0000000180025095e-35 -0.42227999999999993 0.037245000000000007 -0.51026999999999989 0.41464000000000006 -1.0000000180025095e-35 -0.070339999999999986 -0.14662499999999998 -0.086169999999999983 0.083260000000000015 0.10332000000000001 0.083595000000000017 -0.018069999999999996 -0.081139999999999976 0.025430000000000005 0.11395500000000001 0.090365000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 5 15 -2 6 -3 -6 -9 -10 14 12 -12 -13 -8 16 17 -4 -17 -1
right_child=4 2 3 -5 7 -7 10 8 9 -11 11 13 -14 -15 -16 18 -18 -19 -20 -21
leaf_value=0.029231401025577201 0.013353181123448672 -0.0023619086632983687 0.0032755571863894565 -0.0071732020679023956 -0.013045672476672591 0.026519167172446869 0.012232770361047605 0.016993045676126223 -0.014910036115652055 0.0064133730541854868 0.0081168477807368709 0.011206337393569818 0.032845984237397645 -0.0053665564843126852 0.026877870433918854 0.021190889582792857 -0.0064805004521727256 0.022076182373156634 0.0088860194854182926 0.018158763414439248
leaf_weight=53 70 62 54 94 55 55 80 53 69 68 74 1648 61 53 73 54 75 53 70 68
leaf_count=53 70 62 54 94 55 55 80 53 69 68 74 1648 61 53 73 54 75 53 70 68
internal_value=0 0.01134 0.0107752 0.00488681 0.00166717 0.0118927 0.0114996 -0.00166436 0.00162078 -0.00431304 0.0119326 0.0113233 0.0193041 0.0106889 0.019232 0.0085974 0.00473011 0.0126048 0.0142591 0.0230236
internal_weight=0 2627 2506 400 315 2106 2051 245 190 137 1989 1836 135 1701 153 306 182 107 124 121
internal_count=2942 2627 2506 400 315 2106 2051 245 190 137 1989 1836 135 1701 153 306 182 107 124 121
is_linear=0
shrinkage=0.16829


Tree=3830
num_leaves=16
num_cat=0
split_feature=2 14 15 2 11 48 48 49 12 51 49 49 151 2 12
split_gain=1.11213 0.865013 0.465556 0.618302 0.500241 0.458622 0.527602 0.588161 0.523787 0.509289 0.474984 0.427681 0.371801 0.166979 0.145349
threshold=0.17990500000000001 0.073890000000000011 -0.42075999999999997 0.11934000000000002 0.08765000000000002 0.093225000000000016 0.084455000000000016 -0.08428999999999999 0.093455000000000024 0.099470000000000017 0.12372500000000002 -0.076494999999999994 -1.0000000180025095e-35 0.092385000000000009 0.082795000000000021
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 10 -8 9 13 11 -4 -9 -7 -3
right_child=-2 14 4 -5 -6 8 7 12 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.0090566555898713048 -0.013901155475326657 0.03037969613102896 -0.0027848890284036631 0.011539439056473356 0.021744527474564027 0.0097338619757224125 0.032230671455962957 0.0024789445736230027 0.015569589637218259 -0.013919334183495417 -0.0055028501089610044 0.0096102634091591276 0.020261633028357831 -0.0011144972179260673 0.017784216751658161
leaf_weight=95 61 52 82 73 85 71 57 64 66 66 65 1910 70 92 54
leaf_count=95 61 52 82 73 85 71 57 64 66 66 65 1910 70 92 54
internal_value=0 0.00904849 0.00848177 -9.6468e-05 0.00903084 0.00860517 0.00942414 0.0178938 0.00235827 -0.00144151 0.00863683 0.00909912 0.0117818 0.00359984 0.0239801
internal_weight=0 2902 2796 168 2628 2543 2248 191 295 229 2057 1992 134 163 106
internal_count=2963 2902 2796 168 2628 2543 2248 191 295 229 2057 1992 134 163 106
is_linear=0
shrinkage=0.16829


Tree=3831
num_leaves=16
num_cat=0
split_feature=1 123 1 1 52 3 12 0 12 1212 16 403 1 1452 156
split_gain=0.719428 0.566025 0.507056 0.50182 1.00633 0.78946 0.583012 1.11419 0.702157 0.399861 0.702389 0.366827 0.75113 0.404346 0.229587
threshold=0.15028500000000003 0.099620000000000014 0.13941500000000004 0.095435000000000006 -0.11480999999999998 0.099330000000000016 0.10713500000000002 -0.037444999999999992 0.086885000000000004 0.092360000000000012 -0.078939999999999996 -0.0051499999999999992 0.079440000000000024 0.087120000000000017 0.083840000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 14 9 7 8 -6 11 -11 12 -1 -13 -5
right_child=-2 -3 -4 4 6 -7 -8 -9 -10 10 -12 13 -14 -15 -16
leaf_value=0.016166970766936996 -0.010647204553799935 -0.0075271377617879979 0.022952569369262796 0.02025165678782755 -0.0062392306196159316 0.029343132826029295 -0.016777161720026055 0.023260159871825798 0.0085688871162579762 0.009894943445776079 -0.012713020694297691 0.0069145242291511026 -0.00061721147119184357 0.019637071628145618 0.007656542223756258
leaf_weight=397 63 69 62 97 272 52 53 60 136 91 68 1303 93 75 72
leaf_count=397 63 69 62 97 272 52 53 60 136 91 68 1303 93 75 72
internal_value=0 0.00751944 0.0078868 0.00754882 0.00361188 0.00885459 -4.50776e-05 0.00184596 -0.00129879 0.00832809 0.000214829 0.00901771 0.0129777 0.00760827 0.0148963
internal_weight=0 2900 2831 2769 690 2079 521 468 408 2027 159 1868 490 1378 169
internal_count=2963 2900 2831 2769 690 2079 521 468 408 2027 159 1868 490 1378 169
is_linear=0
shrinkage=0.16829


Tree=3832
num_leaves=17
num_cat=0
split_feature=3 13 447 150 43 15 159 42 15 1 484 15 15 42 475 13
split_gain=0.533512 0.952056 0.430834 0.353426 0.334912 0.39553 0.382341 0.657312 0.31815 0.391628 0.354205 0.409012 0.258538 0.299105 0.168893 0.127236
threshold=0.31351000000000001 -0.48634999999999995 0.091410000000000005 -0.096549999999999983 0.097510000000000027 -0.11124499999999998 -0.11380999999999998 0.0069650000000000016 -0.40166999999999992 0.13385500000000003 0.086950000000000013 -0.14773499999999998 -1.0000000180025095e-35 -0.04034999999999999 -0.081219999999999987 -0.077869999999999981
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 7 -5 9 -8 11 -10 -7 -14 -12 -9
right_child=1 -3 -4 4 5 12 8 15 10 -11 14 -13 13 -15 -16 -17
leaf_value=-0.0063161038880933159 0.0090972958469592944 -0.021845401920937927 -0.0086341349479025255 0.029302434927979615 0.024126056571216744 0.00083261433947424393 -0.010012214591184615 0.0033067346207879206 0.016696133986146944 0.0087774136022137732 0.0065186662530289314 0.005076147433375971 0.0044502233703038767 0.021718520062589348 0.017749502651024731 0.013568462004861044
leaf_weight=58 60 53 53 54 65 71 77 85 90 53 60 1905 53 62 106 58
leaf_count=58 60 53 53 54 65 71 77 85 90 53 60 1905 53 62 106 58
internal_value=0 -0.00539975 0.00638248 0.00666767 0.00694327 0.0128092 0.00635076 0.0134719 0.00573764 -0.00233801 0.00622428 0.00560126 0.00884473 0.0137757 0.013701 0.0074814
internal_weight=0 113 2850 2797 2739 251 2488 197 2291 130 2161 1995 186 115 166 143
internal_count=2963 113 2850 2797 2739 251 2488 197 2291 130 2161 1995 186 115 166 143
is_linear=0
shrinkage=0.16829


Tree=3833
num_leaves=31
num_cat=0
split_feature=1 3 4 3 4 3 1 124 124 0 4 12 1 12 0 1 4 1 42 0 50 12 1 49 0 12 3 12 131 50
split_gain=71.5166 11.9701 6.94732 6.05263 5.62508 4.12678 3.32664 3.22352 2.16139 1.65074 2.57258 2.20347 2.03062 2.0562 1.95638 1.52818 1.27979 1.25116 1.17745 1.54703 1.00288 0.9795 0.815399 0.785251 0.628355 0.597136 0.419409 0.380667 0.318172 0.138688
threshold=0.10442000000000001 -0.036264999999999992 0.42642000000000008 0.3148450000000001 0.054720000000000012 0.076825000000000018 0.083670000000000008 -0.082254999999999981 -1.0000000180025095e-35 -0.079249999999999987 -0.42305999999999994 0.086675000000000016 0.081720000000000015 0.084065000000000015 -0.10298499999999998 0.122715 0.015030000000000002 0.087720000000000006 -0.077844999999999984 -0.060094999999999989 0.10517000000000001 0.092755000000000018 0.11104500000000002 0.091160000000000005 -0.085524999999999976 0.087215000000000015 -0.086424999999999988 -0.088684999999999986 0.087580000000000005 0.092255000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 15 5 7 8 21 -1 27 12 25 -12 13 26 17 22 -7 -14 -13 -20 24 23 -2 -6 -15 -11 -9 -3 29 -16
right_child=1 3 -4 -5 6 16 -8 9 -10 10 11 18 14 20 28 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020043614789662283 0.0022303336325261414 0.0014586955852259988 0.0009805759533098085 0.00039342429783066754 0.0028523261168574032 0.0021586562260673806 0.0015824960148912591 0.003124769405564257 0.00043625685109637804 0.0032455490661103727 0.0019096888152101577 0.002948244213960676 0.002647497324981261 0.0030238970959361343 0.0029849690100028623 0.0018695320565748545 0.0015196491770481898 0.0019359982574677426 0.0026439621896282438 0.0020974669057838165 0.0025407020258181937 0.0021872321450382899 0.0027342541505656105 0.0023275133791365579 0.0028182747400957004 0.0027871367222221262 0.0034566553436891859 0.0010745883717168479 0.0026537160697799145 0.0027711255087659961
leaf_weight=58 65 52 53 93 79 54 60 102 52 83 52 100 53 315 100 58 95 56 307 70 90 87 79 53 354 52 76 64 91 60
leaf_count=58 65 52 53 93 79 54 60 102 52 83 52 100 53 315 100 58 95 56 307 70 90 87 79 53 354 52 76 64 91 60
internal_value=0 0.00148351 0.00204505 0.00113417 0.00271241 0.00135138 0.00227253 0.00277318 0.000996319 0.0027959 0.00266135 0.00255719 0.00286476 0.00294603 0.00265313 0.00232416 0.00175147 0.00228228 0.0026277 0.00254258 0.00287079 0.00246142 0.00250703 0.00264187 0.00291515 0.00306924 0.00326667 0.00124708 0.00281404 0.002905
internal_weight=0 665 255 410 2298 317 279 2019 168 1961 664 529 1297 937 360 202 149 109 477 377 759 219 144 132 669 135 178 116 251 160
internal_count=2963 665 255 410 2298 317 279 2019 168 1961 664 529 1297 937 360 202 149 109 477 377 759 219 144 132 669 135 178 116 251 160
is_linear=0
shrinkage=0.0032998


Tree=3834
num_leaves=25
num_cat=0
split_feature=1 3 4 14 10 52 3 47 12 1 3 3 1 12 48 42 1212 3 12 12 48 1204 4 402
split_gain=26.1556 6.08608 3.94283 3.14145 2.30639 2.12294 1.71928 1.6592 1.53493 1.50517 1.21416 1.06234 0.792062 0.62062 0.571069 0.514526 0.513201 0.459329 0.636571 0.446221 0.383341 0.343707 0.185786 0.167709
threshold=0.10661000000000002 -0.041789999999999994 0.27258000000000004 0.073890000000000011 -0.0093599999999999985 -0.22711499999999998 0.31966500000000003 0.08801500000000001 0.056995000000000011 0.092845000000000025 -1.0000000180025095e-35 0.12955000000000003 0.12313000000000002 0.084065000000000015 0.086950000000000013 -0.013819999999999997 0.091900000000000009 0.08796000000000001 -0.0066799999999999993 0.083725000000000008 0.090045000000000014 -0.081149999999999986 0.42642000000000008 0.026870000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 8 -3 -2 11 22 9 14 -11 12 -6 19 17 21 20 18 -1 -10 -17 -15 -7 -23
right_child=1 4 -4 -5 6 7 -8 -9 13 10 -12 -13 -14 15 -16 16 -18 -19 -20 -21 -22 23 -24 -25
leaf_value=0.0019295513128750861 0.0019361960978116434 0.00026266088643968973 0.00091728807689380268 0.0023889723367568113 0.0010583146626627646 0.0011340525690183331 0.00036123916987322932 0.0017147858965791097 0.00187912849409588 0.00087737773911546679 0.0015829873220174952 0.0013103272002762555 0.00060641957055051099 0.0021001728799148419 0.0014207936809387583 0.0017914250670076463 0.0015004414394297456 0.0020753605796516041 0.001433402776495535 0.0022554561518905608 0.0015813866608361477 0.0018098957799810205 0.00085541152583482765 0.0019707382855369063
leaf_weight=61 67 80 57 94 95 56 55 53 102 52 55 84 77 68 54 997 84 52 54 54 108 356 52 96
leaf_count=61 67 80 57 94 95 56 55 53 102 52 55 84 77 68 54 997 84 52 54 54 108 356 52 96
internal_value=0 0.00101302 0.0017758 0.00179718 0.000762976 0.00144168 0.000891561 0.00123567 0.0017718 0.00156284 0.0012404 0.00100536 0.000856218 0.00180853 0.0017188 0.00179016 0.00175185 0.00181494 0.00169688 0.00200962 0.00177093 0.00187768 0.00100022 0.00184413
internal_weight=0 619 2344 2287 391 228 311 161 2193 328 107 256 172 1865 221 1709 1189 167 115 156 1105 520 108 452
internal_count=2963 619 2344 2287 391 228 311 161 2193 328 107 256 172 1865 221 1709 1189 167 115 156 1105 520 108 452
is_linear=0
shrinkage=0.0032998


Tree=3835
num_leaves=15
num_cat=0
split_feature=123 51 2 51 50 4 1213 12 12 148 2 12 16 16
split_gain=0.627324 0.483002 0.522111 0.46212 0.596607 0.564393 0.473391 0.680813 0.562505 0.476442 0.35944 0.355277 0.228053 0.188245
threshold=0.11107500000000002 0.12900500000000004 0.17553000000000005 0.098415000000000016 0.10616500000000001 -0.49269499999999994 -0.084984999999999991 0.084845000000000018 0.097510000000000013 -0.083929999999999991 0.10179000000000001 0.095815000000000011 0.31625000000000009 -0.078829999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 12 7 -7 9 -8 -10 -3 -1 -9
right_child=-2 11 -4 4 -6 6 8 13 10 -11 -12 -13 -14 -15
leaf_value=0.012840292964645712 -0.0099294035665409407 0.024815462717798147 -0.0083295713467668106 -0.012732907897886492 0.011446466841519081 0.031794223035969356 0.020564499837726492 0.014425896282536764 0.017979052563087058 0.0058922086796127397 0.0073429465337949036 0.0074796573034715758 0.027417692425612046 0.0023022282943935923
leaf_weight=63 53 87 54 65 52 56 65 105 217 1844 155 55 60 56
leaf_count=63 53 87 54 65 52 56 65 105 217 1844 155 55 60 56
internal_value=0 0.00852895 0.00804084 0.00836436 -0.00197116 0.00882641 0.0082772 0.0157959 0.00756113 0.00639273 0.0135522 0.0181135 0.0199658 0.0102201
internal_weight=0 2934 2792 2738 117 2621 2498 217 2281 1909 372 142 123 161
internal_count=2987 2934 2792 2738 117 2621 2498 217 2281 1909 372 142 123 161
is_linear=0
shrinkage=0.16829


Tree=3836
num_leaves=19
num_cat=0
split_feature=1446 0 2 16 9 41 1375 16 16 4 0 4 4 12 40 12 0 0
split_gain=0.505052 0.633847 0.622338 0.555007 0.525168 0.452986 0.415496 0.592148 0.566425 0.67468 0.872029 0.600335 0.337075 0.72144 0.434867 0.400228 0.317068 0.0738318
threshold=0.090355000000000005 -0.093649999999999983 0.13447000000000003 -0.42170999999999997 -1.0000000180025095e-35 0.075585000000000013 -0.073619999999999991 -0.0042299999999999994 -0.053299999999999993 0.31392000000000003 -0.15445999999999996 0.41823000000000005 -0.49269499999999994 0.023990000000000004 -0.062739999999999976 0.084065000000000015 -0.082844999999999988 0.12366000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 -5 12 -1 8 9 10 -8 -11 17 14 -14 -15 -2 -6
right_child=16 3 -4 4 5 -7 7 -9 -10 11 -12 -13 13 15 -16 -17 -18 -19
leaf_value=-0.0098750844994475537 0.0056708481749172734 0.02254503945364526 -0.014301070996913363 -0.0076686398683095715 0.013113959187135626 0.022873644990571023 0.024739358240256065 0.018285780924415719 -0.0079011784194520426 -0.016516589387950316 0.0049928159016115557 0.007602491520261297 0.0095083724199529832 0.017630639770543119 -0.0077523537731700671 0.0080071488475506915 -0.011278137592589284 0.0215857971885666
leaf_weight=53 57 80 54 57 69 62 84 90 100 61 259 56 61 134 128 1460 69 53
leaf_count=53 57 80 54 57 69 62 84 90 100 61 259 56 61 134 128 1460 69 53
internal_value=0 0.00728097 0.00310124 0.00878394 0.00823913 0.00870102 0.00444053 0.00561057 0.00357028 0.00606798 0.00983394 -0.00495706 0.00823882 0.0076514 -0.00217193 0.00881728 -0.00359648 0.0168091
internal_weight=0 2861 757 2104 2024 1967 703 650 560 460 343 117 1905 1783 189 1594 126 122
internal_count=2987 2861 757 2104 2024 1967 703 650 560 460 343 117 1905 1783 189 1594 126 122
is_linear=0
shrinkage=0.16829


Tree=3837
num_leaves=28
num_cat=0
split_feature=12 2 2 15 3 3 2 12 3 2 3 12 49 3 160 12 15 40 13 49 15 12 3 12 15 13 13
split_gain=31.6224 8.63958 7.77977 5.02168 1.84199 2.52583 1.78269 1.548 0.96829 1.5469 1.76542 0.906673 0.90641 0.776044 0.675682 0.658033 0.649251 0.540197 0.503189 0.474214 0.408451 0.369843 0.358509 0.30956 0.225293 0.19675 0.164659
threshold=0.023990000000000004 0.13673000000000005 0.11585500000000001 -0.38214499999999996 0.11878500000000002 -0.0037099999999999998 0.14253500000000002 0.084065000000000015 -0.23394499999999999 0.099845000000000003 -0.084854999999999986 0.090335000000000013 -0.00025999999999999992 -0.031895 -0.082214999999999983 0.095815000000000011 0.062230000000000008 -0.049499999999999995 -0.074564999999999979 0.086085000000000009 0.09222000000000001 -0.085549999999999973 0.090170000000000014 0.10830500000000001 -0.089179999999999982 -0.035924999999999992 -0.08811999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 -1 5 13 17 16 -9 11 -11 19 -7 -5 18 -12 -2 -4 -13 20 -10 -15 -14 -16 -21 -17 -8
right_child=1 -3 6 4 -6 12 26 8 9 10 15 14 22 21 23 25 -18 -19 -20 24 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00055784651360977773 0.0019946313612838624 0.0006679252051261977 0.001132259840974318 0.0015777990155575591 0.00088530129667401284 0.0015184702706773599 0.0001683649637342972 0.002256775547772961 0.0019156266458792901 0.0012275920130193185 0.0020816663436109828 0.0018186243701682253 0.0017882747170625778 0.00094759197323359497 0.0018919931827118149 0.0015874392377093298 0.0023769365297917869 0.00071548189890650047 0.0013993383134269506 0.0020255031930954872 0.0022114463548728765 0.0013017635041910186 0.0021440659829577362 0.0016798698805456677 0.0023157607198668008 0.0018417927071370519 0.00042776333902381906
leaf_weight=80 103 64 52 55 55 93 52 69 647 83 63 59 71 72 505 99 95 100 69 65 57 60 58 92 59 54 56
leaf_count=80 103 64 52 55 55 93 52 69 647 83 63 59 71 72 505 99 95 100 69 65 57 60 58 92 59 54 56
internal_value=0 0.00186326 0.00109763 0.00132209 0.00145378 0.00153014 0.00062785 0.00189935 0.00187059 0.00185618 0.00163797 0.00189817 0.00176852 0.00124696 0.00181236 0.0017955 0.00217824 0.000858296 0.00159288 0.00197326 0.00193963 0.00110885 0.00194852 0.00185936 0.00216389 0.00167744 0.000303194
internal_weight=0 2183 804 544 464 409 260 2119 1921 1852 299 1553 222 187 725 216 198 152 128 828 704 132 129 597 124 153 108
internal_count=2987 2183 804 544 464 409 260 2119 1921 1852 299 1553 222 187 725 216 198 152 128 828 704 132 129 597 124 153 108
is_linear=0
shrinkage=0.0032998


Tree=3838
num_leaves=15
num_cat=0
split_feature=13 482 1446 14 4 12 4 124 1 1375 1419 1 42 16
split_gain=0.507115 0.36429 0.413009 0.452413 0.689919 0.477772 0.836375 0.552462 0.70727 0.425409 0.390852 0.32851 0.313311 0.236934
threshold=-0.43902499999999994 -1.0000000180025095e-35 0.090355000000000005 -1.0000000180025095e-35 0.50779500000000011 0.023990000000000004 -0.15366499999999997 -0.085074999999999998 0.095920000000000019 -0.088184999999999986 0.086415000000000006 0.077845000000000011 -0.087244999999999975 0.18286500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 13 -8 -9 -7 12 -4 -11 -5
right_child=1 2 11 5 -6 9 7 8 -10 10 -12 -13 -14 -15
leaf_value=-0.0053481999998182209 -0.0060914483932652738 0.030701005886855603 0.0065086447248419391 0.024408638252790951 0.0052426699257000203 0.02385334508908514 0.012684290525738051 0.0064272467721407421 -0.007875499587513473 0.013192348855951662 0.021797251844455842 -0.011174132485558069 0.0070712815361366147 0.0089232649051082281
leaf_weight=92 56 61 61 55 60 52 86 163 245 279 60 58 1601 58
leaf_count=92 56 61 61 55 60 52 86 163 245 279 60 58 1601 58
internal_value=0 0.0073322 0.00759762 0.00802232 0.0180919 0.00755283 0.00341452 0.000423063 -0.00215701 0.00881294 0.00840887 -0.00209475 0.00798063 0.0164763
internal_weight=0 2895 2839 2720 121 2599 607 494 408 1992 1940 119 1880 113
internal_count=2987 2895 2839 2720 121 2599 607 494 408 1992 1940 119 1880 113
is_linear=0
shrinkage=0.16829


Tree=3839
num_leaves=26
num_cat=0
split_feature=4 2 3 2 2 3 16 11 2 3 2 160 3 10 4 4 401 49 4 1213 156 4 2 1212 2
split_gain=21.6478 7.44705 3.3589 2.32908 2.29852 1.5451 1.18084 0.999668 1.14653 1.13577 0.934278 0.803683 0.633574 0.576904 0.531282 0.879205 0.464708 0.460712 0.3715 0.367528 0.357796 0.528165 0.319559 0.228772 0.220103
threshold=0.31392000000000003 0.13388500000000003 -0.027864999999999997 0.10773000000000001 0.078775000000000012 0.0012800000000000001 -0.0048749999999999991 1.0000000180025095e-35 0.090020000000000017 -0.094334999999999988 0.13673000000000005 -0.082214999999999983 -0.079774999999999985 -1.0000000180025095e-35 -0.082619999999999985 0.0033150000000000007 0.080710000000000018 0.093670000000000017 0.036605000000000006 0.104315 -0.00054499999999999991 -0.011209999999999999 0.10773000000000001 -0.087464999999999987 0.092645000000000019
decision_type=2 2 2 2 2 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 8 16 -10 12 -8 -2 -4 -7 -16 19 -3 20 -1 -13 -22 -14 -18 -11
right_child=10 17 3 -5 5 14 11 -9 9 24 -12 18 22 -15 15 -17 23 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.0018690039878133484 0.0011577595609573669 0.00071523898118564704 0.0014162673278399563 0.00098401365883125751 0.0013172348973186782 0.0021111271940564263 0.0013897216063970021 0.0022303540890885602 0.0012088540676892701 0.0015937100149311346 0.00050657231551818639 0.0019991208653109788 0.00065288825687415076 0.00092610545959360936 0.0014461211309743319 0.0020568209817605904 0.0019050558486421345 0.0011278424057492515 0.0015034010957361876 0.0016260017067619014 0.0016595945151190296 0.0019783796384040026 0.00094579070557878112 0.0021825180185989202 0.0017850123924574132
leaf_weight=767 73 70 54 88 65 82 100 67 52 94 91 57 90 52 52 52 63 52 80 77 331 70 76 75 257
leaf_count=767 73 70 54 88 65 82 100 67 52 94 91 57 90 52 52 52 63 52 80 77 331 70 76 75 257
internal_value=0 0.00168832 0.00172666 0.0014659 0.00158459 0.00175694 0.00178216 0.00183439 0.00181521 0.00166622 0.000792001 0.00166324 0.000900531 0.00117614 0.00191041 0.00175181 0.00187631 0.000891392 0.00171401 0.00184688 0.00175073 0.00171533 0.0007872 0.00205611 0.00173388
internal_weight=0 2657 2535 445 357 251 2090 1452 1385 403 330 638 239 106 186 104 982 122 538 844 458 401 166 138 351
internal_count=2987 2657 2535 445 357 251 2090 1452 1385 403 330 638 239 106 186 104 982 122 538 844 458 401 166 138 351
is_linear=0
shrinkage=0.0032998


Tree=3840
num_leaves=11
num_cat=0
split_feature=10 33 160 160 42 43 10 132 43 150
split_gain=1.19967 0.737712 0.497979 0.44478 0.4049 0.374359 0.70839 0.651596 0.477303 0.391464
threshold=0.057650000000000007 0.084855000000000014 -0.55171499999999984 -0.52641999999999989 0.14527500000000002 -0.049364999999999992 -0.00189 0.0038750000000000004 -0.069134999999999988 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 9 -8 -7
right_child=-2 -3 3 4 -6 7 8 -9 -10 -11
leaf_value=-0.0078591095890801713 -0.012106199697385458 0.028337169234773293 0.022049755071465952 -0.010566600413984611 0.022302550564161062 0.010083394545219277 0.0078698547100501046 0.027740125342720821 -0.0041981704724476862 0.001389349014426277
leaf_weight=53 81 53 68 71 57 1235 1011 55 102 167
leaf_count=53 81 53 68 71 57 1235 1011 55 102 167
internal_value=0 0.00865253 0.0082818 0.00859173 0.00825187 0.00794794 0.00572161 0.00975588 0.00676228 0.00904908
internal_weight=0 2872 2819 2766 2698 2641 1184 1457 1113 1402
internal_count=2953 2872 2819 2766 2698 2641 1184 1457 1113 1402
is_linear=0
shrinkage=0.16829


Tree=3841
num_leaves=10
num_cat=0
split_feature=10 49 160 1375 124 2 15 12 12
split_gain=0.830039 0.589377 0.509266 0.513647 0.577851 0.538796 0.37751 0.530139 0.487548
threshold=0.057650000000000007 -0.16404499999999997 -0.55171499999999984 0.086950000000000013 -0.087104999999999988 -0.046074999999999991 -0.26361999999999991 -0.038859999999999992 -0.073629999999999987
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 8 -8 -7
right_child=-2 2 3 -5 5 6 7 -9 -10
leaf_value=0.022573572639579747 -0.01006885038206491 -0.0096669645829906177 -0.0067816630869841415 -0.0080003524692468207 0.022702868992412372 -0.01107468504268873 0.018130435112626749 0.0074104057228533858 0.0078192821499636755
leaf_weight=69 81 52 78 62 68 69 139 2247 88
leaf_count=69 81 52 78 62 68 69 139 2247 88
internal_value=0 0.00719671 0.00681755 0.00712979 0.00747931 0.00790603 0.00750965 0.00803567 -0.000472993
internal_weight=0 2872 2803 2751 2689 2611 2543 2386 157
internal_count=2953 2872 2803 2751 2689 2611 2543 2386 157
is_linear=0
shrinkage=0.16829


Tree=3842
num_leaves=13
num_cat=0
split_feature=9 9 123 3 0 3 0 41 49 12 482 3
split_gain=0.923857 0.643623 0.533533 0.406702 0.591624 0.834663 0.689348 0.326806 0.379386 0.321803 0.364473 0.260075
threshold=0.093040000000000012 1.0000000180025095e-35 0.10832000000000001 0.10021000000000001 -0.11471499999999998 0.15217000000000003 -0.195045 0.081500000000000017 -0.12164499999999999 0.10279500000000001 0.088055000000000008 -0.055389999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 -6 -5 8 -1 10 -10 -11
right_child=-2 -3 -4 4 5 -7 -8 -9 9 11 -12 -13
leaf_value=0.016865826682670258 -0.016209931812720721 0.022831230357271557 -0.010628763601379536 0.008931012081007 0.017933670372478474 -0.011398503297013802 0.031437729771670975 -0.0041797725516576319 0.0065825682201349446 -0.0024234304793956346 -0.0028568719037710194 0.010739353088990943
leaf_weight=83 54 63 56 88 53 57 69 99 1923 233 123 52
leaf_count=83 54 63 56 88 53 57 69 99 1923 233 123 52
internal_value=0 0.00599779 0.00562321 0.00595124 0.0122011 0.00271794 0.0188339 0.00528649 0.00567545 0.00527622 0.00601422 -1.54958e-05
internal_weight=0 2899 2836 2780 267 110 157 2513 2414 2331 2046 285
internal_count=2953 2899 2836 2780 267 110 157 2513 2414 2331 2046 285
is_linear=0
shrinkage=0.16829


Tree=3843
num_leaves=26
num_cat=0
split_feature=1 15 3 14 3 3 13 13 150 159 14 1 1 52 2 159 52 52 159 3 3 15 1212 51 13
split_gain=24.1325 4.03525 2.91335 2.51038 2.34586 1.81057 2.83487 1.7062 2.70177 1.5808 1.52565 1.13538 1.1212 0.95665 0.852399 0.77632 0.735161 0.787283 0.587696 0.556146 0.488754 0.405679 0.404575 0.332203 0.191927
threshold=0.10749500000000002 -0.26361999999999991 -0.036264999999999992 0.073890000000000011 -0.06656999999999999 -0.11151499999999999 0.064420000000000019 -0.00027999999999999998 1.0000000180025095e-35 0.077080000000000023 -0.45687499999999998 0.117245 1.0000000180025095e-35 0.056265000000000009 0.12414000000000001 0.11396500000000001 -0.043914999999999989 0.047800000000000009 0.0043550000000000004 -0.074084999999999998 -0.043609999999999989 0.08844500000000001 -0.17576999999999995 -1.0000000180025095e-35 0.18123500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 11 4 5 6 -1 12 16 14 -2 -3 20 -12 -4 18 -9 -18 19 22 -6 -21 -7 -20 -8
right_child=1 2 9 -5 7 15 24 8 -10 -11 13 -13 -14 -15 -16 -17 17 -19 23 21 -22 -23 -24 -25 -26
leaf_value=0.00069233230823746706 0.00090140653480530117 0.001631367275508616 0.0011272896350771452 0.0020810355510352146 0.0010538055306078772 0.0013387615085137228 0.0016466652926288054 0.0019222877702566958 0.00084122335047045647 0.00026184028658115236 7.8935405599555016e-05 0.0010781488024940874 0.00081416073881534665 0.00061842649390109921 0.00062730135556799131 0.0012256248012879789 0.0012460408083220899 0.0017909379544028957 0.002039805397506199 0.0011737483633467132 0.0014491067062098863 0.0015530270005372983 0.0016398661957694853 0.0017073436766709132 0.0013909691249387388
leaf_weight=62 56 75 88 91 58 52 82 82 53 55 103 89 87 55 65 55 60 57 53 53 86 77 1208 94 57
leaf_count=62 56 75 88 91 58 52 82 82 53 55 103 89 87 55 65 55 60 57 53 53 86 77 1208 94 57
internal_value=0 0.000794461 0.00100222 0.00154255 0.00152101 0.00157609 0.00128013 0.00131645 0.00150462 0.000742537 0.000433145 0.00133136 0.00111102 0.000266956 0.000915107 0.00161343 0.00168113 0.0015118 0.00162729 0.00160609 0.00129013 0.00139867 0.00162747 0.00182745 0.00154206
internal_weight=0 586 372 2367 2276 1793 201 483 252 208 214 164 231 158 153 1592 199 117 1537 1390 144 130 1260 147 139
internal_count=2953 586 372 2367 2276 1793 201 483 252 208 214 164 231 158 153 1592 199 117 1537 1390 144 130 1260 147 139
is_linear=0
shrinkage=0.0032998


Tree=3844
num_leaves=29
num_cat=0
split_feature=1 52 3 1 12 156 150 13 1 4 52 3 131 3 4 12 457 13 12 1 48 4 1 2 12 16 43 2
split_gain=38.7442 5.73761 3.28181 2.66149 3.10114 2.09947 1.5022 1.44875 1.15723 1.12025 1.03273 1.01519 0.883542 1.66863 1.12058 0.838989 0.739108 0.701198 0.977142 0.674899 0.66448 1.01138 0.534719 0.479885 0.461277 0.425467 0.327149 0.249109
threshold=0.10749500000000002 -0.25811499999999993 -0.06656999999999999 0.12700000000000003 0.089585000000000012 0.083125000000000018 0.088985000000000009 -0.00027999999999999998 1.0000000180025095e-35 0.049545000000000006 1.0000000180025095e-35 -0.010724999999999998 0.086990000000000012 0.28833000000000003 0.41377500000000006 0.10344500000000002 0.041935000000000007 -0.085349999999999995 0.084065000000000015 0.086665000000000006 0.093225000000000016 -0.4950449999999999 0.084955000000000017 0.11523000000000001 0.095295000000000019 -0.088719999999999979 -0.039649999999999998 0.090215000000000004
decision_type=2 2 2 2 2 2 2 2 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 11 6 7 8 24 15 26 -3 13 14 -5 16 17 18 -1 -7 21 -19 -9 -13 -4 -20 -11 -17
right_child=1 3 5 12 -6 19 -8 22 -10 10 -12 23 -14 -15 -16 27 -18 20 25 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0025581343489363135 0.0020546160201500396 0.00063191176088122616 0.0019411743363480546 0.0011717786505365934 0.0016984574148211607 0.0024264093351623588 0.001138503608320155 0.0022594156117339199 0.0012112768519617744 0.0018207232042051443 0.002098574092973328 0.0013650268142106016 0.0010825536409733456 0.00017838023824071425 0.00056329033382961156 0.0019835768328329748 0.0018473411215907318 0.0025524003524790644 0.0023498015532764805 0.0019011602904001389 0.0017314921453666673 0.0020891110486577235 0.0018324720005178164 0.00093251281685671327 0.0015490941759215512 0.0020756344311113457 0.0014624273712408025 0.0016605909629620688
leaf_weight=93 57 72 65 57 86 57 53 54 69 54 95 53 55 66 79 53 103 55 95 52 53 954 83 61 69 193 61 56
leaf_count=93 57 72 65 57 86 57 53 54 69 54 95 53 55 66 79 53 103 55 95 52 53 954 83 61 69 193 61 56
internal_value=0 0.00105938 0.00200723 0.000952072 0.00117978 0.00176992 0.00165716 0.0017379 0.00156016 0.00207109 0.00184268 0.000939773 0.000710936 0.000609579 0.000818578 0.00210005 0.00211991 0.00213934 0.00226196 0.00217616 0.00209532 0.0021144 0.00200101 0.0011339 0.00173955 0.00216619 0.00163098 0.00181796
internal_weight=0 586 2367 529 272 502 393 340 203 1865 210 186 257 202 136 1655 1546 1443 381 109 1062 1009 137 114 134 288 115 109
internal_count=2953 586 2367 529 272 502 393 340 203 1865 210 186 257 202 136 1655 1546 1443 381 109 1062 1009 137 114 134 288 115 109
is_linear=0
shrinkage=0.0032998


Tree=3845
num_leaves=19
num_cat=0
split_feature=1 4 47 48 4 1 12 12 12 14 0 4 4 4 0 12 1 3
split_gain=45.9979 8.37742 4.81313 4.49012 4.03658 3.3123 2.28077 2.38384 2.08963 1.76479 2.85941 5.24055 1.55666 1.29373 1.70353 1.25792 1.06258 0.584545
threshold=0.10398500000000001 -0.37626499999999991 0.080075000000000021 0.08956500000000002 0.27120500000000008 0.13699000000000003 -1.0000000180025095e-35 0.11697000000000002 0.088325000000000015 0.064610000000000015 -0.10934999999999999 0.016670000000000001 0.10055500000000002 -0.4950449999999999 -0.06952499999999999 -0.020034999999999994 0.09258000000000001 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=4 -2 5 -4 6 8 16 9 12 10 11 -8 -3 -12 -15 -7 -1 -14
right_child=1 2 3 -5 -6 15 7 -9 -10 -11 13 -13 17 14 -16 -17 -18 -19
leaf_value=0.0018753495924320363 0.0021908270861930625 0.00047506049020252036 0.0018671245060320092 0.00076695058268566282 0.0011293617604794975 0.00059999415249470617 0.00099281382473393517 0.0015527011579990837 0.0014185281792840438 0.0026007000530121264 0.0025082107917727878 0.0023050809983124342 0.00076822990142742104 0.0021467770176359265 0.0018322921938919415 -5.4638605712202598e-05 0.0012846426700694827 0.0011960882127852138
leaf_weight=91 65 98 100 68 52 76 69 87 78 78 93 64 61 1468 217 55 53 83
leaf_count=91 65 98 100 68 52 76 69 87 78 78 93 64 61 1468 217 55 53 83
internal_value=0 0.00106347 0.000945031 0.00142203 0.00203965 0.00076727 0.00206096 0.00208888 0.000948263 0.00211232 0.00209237 0.00162455 0.000796544 0.00212734 0.0021063 0.000324879 0.00165818 0.00101509
internal_weight=0 684 619 168 2272 451 2220 2076 320 1989 1911 133 242 1778 1685 131 144 144
internal_count=2956 684 619 168 2272 451 2220 2076 320 1989 1911 133 242 1778 1685 131 144 144
is_linear=0
shrinkage=0.0032998


Tree=3846
num_leaves=16
num_cat=0
split_feature=2 52 13 14 49 1212 1453 52 43 43 132 52 133 14 3
split_gain=0.903274 1.06071 0.796757 0.704387 0.558857 0.505751 0.500983 0.455929 0.351844 0.427957 0.582519 0.573753 0.339219 0.26525 0.238981
threshold=0.11366500000000002 -0.41694999999999993 0.00029500000000000007 0.073890000000000011 -0.16047499999999998 0.12218000000000002 -0.077554999999999985 -0.06860999999999999 -0.45780999999999999 -0.08237499999999999 0.082230000000000011 -0.0078749999999999983 0.056015000000000002 -0.07279999999999999 0.095880000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 7 4 -1 6 -6 -3 -8 10 -10 -11 13 -9 -15
right_child=1 2 -4 -5 5 -7 8 12 9 11 -12 -13 -14 14 -16
leaf_value=-0.010011488725438063 0.021959431976470399 -0.01208244898139414 -0.016405816481158457 0.022079505912845659 0.020229420616079345 0.022982788407574759 -0.0056052097318314885 0.010332087350136443 0.013353965251917644 0.00052966374423955441 -0.0013465285616314567 0.00760650674205626 0.013352094338520797 -0.012457885138496577 0.0016321638127101033
leaf_weight=53 54 63 98 92 79 58 65 53 467 461 91 1100 76 54 92
leaf_count=53 54 63 98 92 79 58 65 53 467 461 91 1100 76 54 92
internal_value=0 -0.000285242 -0.00304444 0.00762214 0.00706111 0.00745174 0.00705289 0.000824257 0.00657544 0.00694993 0.0109534 0.0055177 0.0037876 0.000125798 -0.00356692
internal_weight=0 490 436 2466 2374 2321 2263 338 2184 2119 558 1561 275 199 146
internal_count=2956 490 436 2466 2374 2321 2263 338 2184 2119 558 1561 275 199 146
is_linear=0
shrinkage=0.16829


Tree=3847
num_leaves=21
num_cat=0
split_feature=2 12 52 106 14 131 484 151 484 133 47 2 12 12 42 16 131 2 52 52
split_gain=0.624757 0.750083 0.86897 0.50639 0.537614 0.498853 0.509952 0.520718 0.607156 0.461906 0.424217 0.330265 0.774536 0.243505 0.236373 0.213606 0.259741 0.193576 0.163374 0.0995362
threshold=0.11366500000000002 -0.10063999999999999 -0.41694999999999993 0.085650000000000018 0.073890000000000011 0.090920000000000015 0.095780000000000018 0.087785000000000016 0.085225000000000009 0.0029250000000000005 0.10664500000000002 0.12141500000000001 1.0000000180025095e-35 0.084130000000000024 0.086310000000000012 0.26900000000000007 0.095465000000000008 0.14073000000000005 0.084580000000000002 0.090785000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 7 8 10 11 -1 -4 17 -10 -8 16 -7 -13 -18 -11
right_child=1 2 9 -5 -6 15 14 -9 13 19 -12 12 -14 -15 -16 -17 18 -19 -20 -21
leaf_value=0.0052771424124437487 0.018869459726914294 0.017686838142497524 -0.017685493306331679 -0.0096138535086307732 0.019625327030361947 0.025407222203118401 0.00846855279296037 -0.011723217335446916 -0.015046045739484922 -0.00089790623189151637 0.01914764222472182 0.0082306466434584891 -0.021202025467390102 0.00090861181277516404 0.022726206132284803 0.0034253725011850664 0.017187227310826208 -0.0043690202796425447 0.0072288858577633786 0.0094862736797910897
leaf_weight=1664 52 53 84 55 88 52 69 54 55 52 65 68 59 53 64 58 89 70 100 52
leaf_count=1664 52 53 84 55 88 52 69 54 55 52 65 68 59 53 64 58 89 70 100 52
internal_value=0 -0.000236005 -0.00250834 0.00633965 0.00670433 0.00621408 0.00526469 0.00455491 0.00503439 -0.00529312 0.00579963 -0.00884144 -0.00506125 -0.00719981 0.0153429 0.0126347 0.0148437 0.00182649 0.0119278 0.00427691
internal_weight=0 490 438 2466 2411 2323 2024 1891 1837 385 1729 281 197 108 133 299 241 138 189 104
internal_count=2956 490 438 2466 2411 2323 2024 1891 1837 385 1729 281 197 108 133 299 241 138 189 104
is_linear=0
shrinkage=0.16829


Tree=3848
num_leaves=18
num_cat=0
split_feature=39 13 42 13 147 48 13 39 16 133 160 16 52 52 48 159 13
split_gain=12.2216 7.3865 2.32211 3.09098 2.22182 1.90855 1.38798 0.940692 0.93392 1.83451 1.58868 1.09846 0.939288 0.74354 0.642879 0.431369 0.259093
threshold=0.0039300000000000003 -0.17030499999999998 -0.044384999999999994 -0.0088749999999999992 0.089955000000000021 0.12174000000000001 -0.14258499999999999 0.094095000000000026 -0.011849999999999998 -0.0054649999999999985 -0.072114999999999985 -0.33811499999999994 0.042815000000000006 -0.54159499999999994 0.083540000000000017 0.082420000000000007 -0.085859999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 -2 7 5 6 -3 16 11 10 -10 12 -8 -11 -13 -1 -4
right_child=2 4 3 -5 -6 -7 8 -9 9 13 -12 14 -14 -15 -16 -17 -18
leaf_value=0.00084426877276765023 0.0014083760814184582 0.0020278532779578608 0.00121117405996156 8.2595123407945827e-05 0.00094248561194438889 0.00095994130060119396 0.0009602952745698507 0.00059366212241689922 0.00060405435744839123 0.0017016670026703787 0.0013688277826988345 0.0016046176303715425 0.0014862468326061642 0.0014186791566879783 0.0013737321561077521 0.00047266682068434525 0.00090581910004318368
leaf_weight=89 52 54 54 77 85 73 61 90 54 123 66 1090 96 611 152 56 73
leaf_count=89 52 54 54 77 85 73 61 90 54 123 66 1090 96 611 152 56 73
internal_value=0 0.00142525 0.000765012 0.0006511 0.00146784 0.00148659 0.00150324 0.000852665 0.00149065 0.0014042 0.00102497 0.00154339 0.00128212 0.00146615 0.00157639 0.000700997 0.00103593
internal_weight=0 2610 346 294 2465 2380 2307 217 2253 854 120 1399 157 734 1242 145 127
internal_count=2956 2610 346 294 2465 2380 2307 217 2253 854 120 1399 157 734 1242 145 127
is_linear=0
shrinkage=0.0032998


Tree=3849
num_leaves=24
num_cat=0
split_feature=15 15 156 1 4 15 4 0 133 4 13 48 12 0 12 16 0 0 15 4 12 160 15
split_gain=0.623934 0.750998 0.461503 0.598846 0.746207 1.26594 0.77445 0.557237 0.579199 0.599825 0.540385 0.475888 0.436022 0.419811 0.419786 0.388669 0.594661 0.287083 0.417073 0.461965 0.451913 0.181539 0.167672
threshold=0.13954000000000003 0.085915000000000019 0.10691500000000002 0.085720000000000005 -0.39175499999999991 -0.0058149999999999999 -0.035849999999999993 -0.14534499999999997 0.046800000000000008 -0.040394999999999993 0.053700000000000005 0.083540000000000017 0.081685000000000021 -0.061204999999999989 0.083865000000000009 -0.016354999999999998 -0.080499999999999988 -0.086274999999999977 0.10189000000000002 -0.076329999999999995 0.092395000000000019 0.066880000000000009 -0.040504999999999992
decision_type=2 2 2 2 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 10 -7 -1 12 -10 11 -6 -9 -14 -3 17 -17 -16 19 20 -19 -11 -4
right_child=-2 14 22 4 5 6 -8 8 9 21 -12 -13 13 -15 15 16 -18 18 -20 -21 -22 -23 -24
leaf_value=0.021354615480813161 -0.0080076941282170837 0.024909911906823456 0.0090623782775784683 0.018820268655592158 0.007223284680697886 -0.032692797962308742 -0.0042506810652433802 -0.0093986428921708949 0.02444339918191317 0.0050604833448819921 -0.010019458434261608 -0.0021686270310671868 0.005537199526825398 -0.01045806867957221 0.021427173926356239 -0.012638614909672986 0.010123587215794963 0.0050780391132979573 0.01949041229730655 -0.0043187626119886259 0.018411682640433628 0.012942736556928404 0.021177491225308775
leaf_weight=65 95 53 88 58 376 52 57 89 65 323 98 257 374 53 70 53 84 186 101 77 118 112 52
leaf_count=65 95 53 88 58 376 52 57 89 65 323 98 257 374 53 70 53 84 186 101 77 118 112 52
internal_value=0 0.00584773 0.00423286 0.00357106 0.000356996 -0.00091571 -0.0178359 0.00623936 0.00527057 0.00935307 0.00160481 0.0034073 0.00131117 0.00354763 0.0104571 0.00934269 0.00130466 0.0113344 0.00986489 0.00730853 0.0102595 0.00709407 0.0135751
internal_weight=0 2861 2119 1979 898 840 109 1081 1016 500 731 633 516 427 742 689 137 552 482 381 304 435 140
internal_count=2956 2861 2119 1979 898 840 109 1081 1016 500 731 633 516 427 742 689 137 552 482 381 304 435 140
is_linear=0
shrinkage=0.16829


Tree=3850
num_leaves=19
num_cat=0
split_feature=2 130 403 160 15 1 42 480 3 51 2 12 3 3 393 52 150 2
split_gain=0.705521 0.599602 0.493321 0.445108 0.452767 0.553344 0.451069 0.433917 0.368876 0.287996 0.749986 0.628766 0.582946 0.594919 0.47218 0.282518 0.232671 0.206234
threshold=0.10523 -1.0000000180025095e-35 -0.52017999999999986 -0.081669999999999979 -0.26361999999999991 0.13205500000000003 -0.076394999999999977 -0.069294999999999982 -0.18945499999999996 0.089040000000000022 0.090755000000000016 0.086535000000000015 -0.14186499999999996 -0.11211999999999998 0.090630000000000016 0.023800000000000005 0.086025000000000018 0.084605000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 17 -3 -5 6 -6 -4 -9 12 11 -11 -10 -14 -15 16 -8 -1
right_child=1 3 7 4 5 -7 15 8 9 10 -12 -13 13 14 -16 -17 -18 -19
leaf_value=-0.011127445526852464 -0.016586011773277416 0.012777654911665343 0.021073932742825909 -0.010914610490592808 0.013894172442148916 0.018202970271780063 -0.002593233734584395 -0.0065631086137151332 0.022587620573155099 -0.020177683419234003 0.014828111953293529 0.0029267770549384108 -0.0093726417430027593 0.0072433037952579632 0.021998207053726255 -0.01075179228029605 0.0088476428499393283 0.0028717965672666098
leaf_weight=58 54 91 62 89 57 54 186 57 73 54 76 87 59 1611 64 84 69 61
leaf_count=58 54 91 62 89 57 54 186 57 73 54 76 87 59 1611 64 84 69 61
internal_value=0 0.000429603 0.00660062 0.00189094 4.95858e-05 0.00222205 3.82996e-05 0.00718657 0.00677195 0.00714838 0.00134549 -0.005909 0.00784425 0.00722253 0.00780815 -0.00228615 0.000495488 -0.00393627
internal_weight=0 684 2262 630 539 450 396 2143 2081 2024 217 141 1807 1734 1675 339 255 119
internal_count=2946 684 2262 630 539 450 396 2143 2081 2024 217 141 1807 1734 1675 339 255 119
is_linear=0
shrinkage=0.16829


Tree=3851
num_leaves=16
num_cat=0
split_feature=51 51 3 3 9 42 156 151 457 15 13 160 52 42 42
split_gain=0.676193 0.97727 0.673584 0.485936 0.696891 0.744599 0.734973 0.523356 0.9231 0.487732 0.480119 0.468272 0.64294 0.306403 0.170345
threshold=0.24916000000000002 0.14122000000000004 0.35004500000000011 -0.10067 0.037245000000000007 0.087005000000000013 0.089380000000000015 0.053170000000000002 0.086205000000000018 0.086365000000000011 -0.074349999999999986 -0.41859999999999992 0.51326500000000019 0.086700000000000013 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 9 8 11 -1 -9 13 -13 -5 -10
right_child=-2 -3 -4 7 -6 -7 -8 10 14 -11 -12 12 -14 -15 -16
leaf_value=-0.017407841741279264 -0.014713460908043588 0.027289225507201521 -0.011960582770513439 0.023964648625337481 0.017411386912035601 0.010347274572052223 0.0093065804047267643 0.0041531376538608894 0.027442600832405305 0.00059089778990089725 -0.017019175199711498 0.0051358789187314824 -0.013820726585919228 0.0086939974916318587 0.014140553859999563
leaf_weight=152 52 53 71 57 52 84 56 69 58 59 54 1915 52 109 53
leaf_count=152 52 53 71 57 52 84 56 69 58 59 54 1915 52 109 53
internal_value=0 0.00464109 0.00421795 0.00463328 -0.000764791 -0.00346268 -0.00781411 0.00555311 0.00613934 -0.0123665 -0.00512742 0.00535957 0.00463382 0.0139484 0.0211074
internal_weight=0 2894 2841 2770 403 351 267 2367 2244 211 123 2133 1967 166 111
internal_count=2946 2894 2841 2770 403 351 267 2367 2244 211 123 2133 1967 166 111
is_linear=0
shrinkage=0.16829


Tree=3852
num_leaves=18
num_cat=0
split_feature=51 51 1 475 1 3 12 0 1446 1 0 3 16 12 1 159 1
split_gain=0.467864 0.675899 0.696459 0.913961 0.47824 0.560893 0.906655 0.44157 0.403161 0.368647 0.434609 0.355089 0.944844 0.417582 0.417572 0.335626 0.334692
threshold=0.24916000000000002 0.14122000000000004 0.11417500000000001 -0.050399999999999993 0.11189500000000001 -0.10067 0.084595000000000017 0.048825000000000007 0.088645000000000015 0.10678000000000001 0.0088250000000000012 -0.0075749999999999993 -0.116045 -0.087789999999999993 0.13216000000000003 -0.061769999999999999 0.07665000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 16 9 10 -7 14 13 -13 -5 -10 -8
right_child=-2 -3 3 11 -6 8 7 -9 15 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.016003068670581218 -0.012237336280161938 0.022696727747666859 0.01738353534004294 -0.0073684591454539188 0.020375174744403857 0.0046165503862768105 0.0073276244489162978 0.015720501875826381 0.0048285121087867687 -0.0069076144926641025 0.018331770764609512 0.0087493027384544474 -0.027918957822490494 -0.012012496219248691 0.010421940743649985 0.022768043855965231 -0.0074431422708943207
leaf_weight=96 52 53 53 99 53 1806 78 61 54 75 68 52 64 58 60 66 98
leaf_count=96 52 53 53 99 53 1806 78 61 54 75 68 52 64 58 60 66 98
internal_value=0 0.00386067 0.00350864 -0.00313371 0.00455375 0.00420391 -0.00220246 0.00338007 0.00523586 0.00465161 0.00511518 -0.00640461 -0.0116585 -0.0021815 -0.000643801 0.0147102 -0.000886799
internal_weight=0 2894 2841 386 2455 2402 333 237 2069 1949 1874 333 174 110 159 120 176
internal_count=2946 2894 2841 386 2455 2402 333 237 2069 1949 1874 333 174 110 159 120 176
is_linear=0
shrinkage=0.16829


Tree=3853
num_leaves=27
num_cat=0
split_feature=12 2 2 30 2 2 12 16 52 0 0 151 16 42 0 11 0 16 0 0 43 133 0 0 16 12
split_gain=25.1277 9.44871 4.56494 3.18256 2.72173 3.41491 1.74918 2.17149 1.51356 1.86024 1.37128 0.920475 1.27272 0.737883 0.741761 0.727809 1.29225 0.620644 0.569547 0.519576 0.354924 0.433974 0.404369 0.313076 0.25377 0.180815
threshold=0.056995000000000011 0.13501500000000002 0.14290000000000003 0.085915000000000019 0.10523 -0.087809999999999985 0.092755000000000018 -0.39761999999999992 0.042815000000000006 -0.14534499999999997 0.048825000000000007 -0.044604999999999992 0.053305000000000012 -0.086319999999999994 -0.053169999999999995 1.0000000180025095e-35 -0.10934999999999999 0.024125000000000004 -0.15651999999999996 -0.069074999999999984 -0.0035149999999999995 -0.08860999999999998 -0.08645499999999999 -0.067664999999999989 0.40422000000000008 0.10211000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 -1 15 -8 9 -6 13 -7 18 25 24 16 -2 -11 -13 20 21 -18 -22 -4 -15 -9
right_child=1 -3 23 -5 8 11 7 10 -10 17 -12 12 -14 14 -16 -17 19 -19 -20 -21 22 -23 -24 -25 -26 -27
leaf_value=0.00079564590974485084 0.0015062928959347008 0.00069167368555997691 0.00074014266594754088 0.00062072912546032202 0.00059774973652967271 0.0020214275936205196 0.0011923174213160402 0.0021688434178959485 0.0015503514447731614 0.00098313892221116891 0.0022977464183993887 0.0016550658589430973 0.0019540000978119144 0.0017556702380652042 0.0014085044988209324 0.002275850908739962 0.0023354662564622048 0.0014677733639357272 0.0012509515533252328 0.0016741109247421406 0.0020683121028008526 0.0020224925797124207 0.0017877592739063647 0.00038097192856669822 0.0019699469026279925 0.0018934540265493278
leaf_weight=55 63 71 52 70 85 71 61 60 65 55 66 67 72 391 64 92 53 62 91 54 94 801 149 55 75 52
leaf_count=55 63 71 52 70 85 71 61 60 65 55 66 67 72 391 64 92 53 62 91 54 94 801 149 55 75 52
internal_value=0 0.00187614 0.00119079 0.00128877 0.00136378 0.00155291 0.00191665 0.00179134 0.00111147 0.000970068 0.0018429 0.00169117 0.00158906 0.00179609 0.0017442 0.00199041 0.00196875 0.00124025 0.00142254 0.00199404 0.00200975 0.00204196 0.00189643 0.000555851 0.00179023 0.0020413
internal_weight=0 2146 800 693 623 356 2075 769 267 202 708 301 230 642 530 1306 1214 117 158 1151 1097 854 243 107 466 112
internal_count=2946 2146 800 693 623 356 2075 769 267 202 708 301 230 642 530 1306 1214 117 158 1151 1097 854 243 107 466 112
is_linear=0
shrinkage=0.0032998


Tree=3854
num_leaves=25
num_cat=0
split_feature=1 1 2 2 2 147 16 42 0 14 1 0 0 2 3 42 0 1455 43 2 43 15 52 3
split_gain=64.2907 10.086 6.24748 3.98818 3.51922 3.03326 2.22728 2.12218 2.10451 1.9746 1.76142 2.87851 1.30924 1.07169 0.895295 0.770233 0.672405 0.671156 0.625085 0.589027 0.507109 0.381168 0.478189 0.144572
threshold=0.10609 0.12381000000000002 0.10633000000000002 0.10523 0.16730000000000003 0.087170000000000011 0.058455000000000007 0.086510000000000017 -0.080734999999999987 0.073890000000000011 0.083670000000000008 -0.13165999999999997 -0.085264999999999994 0.12750000000000003 0.090170000000000014 0.11603500000000001 -0.10228499999999999 0.089620000000000019 -0.45013999999999993 -1.0000000180025095e-35 0.0049250000000000014 0.0047550000000000005 -0.45635499999999996 -0.0024599999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 5 6 9 16 -2 -5 10 15 -12 14 21 -4 17 -3 18 -1 -13 -21 22 -10 -18
right_child=1 4 12 8 -6 -7 -8 -9 13 -11 11 19 -14 -15 -16 -17 23 -19 -20 20 -22 -23 -24 -25
leaf_value=0.0020870546077450683 0.0015444837630680817 0.00090765525979562701 0.00053645356448326763 0.0014730293605158286 -4.6668444936009648e-05 0.0016119407383646202 0.00138738247649761 0.002335287102682825 0.0023125880991694014 0.0028519653647614508 0.0015908064636280285 0.0020060063665006457 0.001443657651201787 0.0016747738818738093 0.0011152880618832343 0.0020335210885337228 0.00060105617141903282 0.0020700109101157225 0.002455275002560106 0.0023787570027534208 0.0020913761053407091 0.0024542089305253519 0.0019096795256457759 0.00035470256296943369
leaf_weight=54 68 63 52 81 64 62 58 82 67 84 78 78 66 53 67 60 52 58 1097 345 86 52 65 54
leaf_count=54 68 63 52 81 64 62 58 82 67 84 78 78 66 53 67 60 52 58 1097 345 86 52 65 54
internal_value=0 0.00108584 0.0014763 0.00227761 0.00063623 0.00233222 0.000828921 0.00197702 0.00193368 0.00235523 0.00233272 0.0021826 0.00107012 0.00209097 0.000862648 0.00240214 0.000637051 0.0024204 0.00243803 0.00227322 0.0023215 0.00221066 0.00211445 0.000475888
internal_weight=0 626 335 2320 291 2002 227 150 318 1940 1856 587 185 237 119 1269 169 1209 1151 509 431 184 132 106
internal_count=2946 626 335 2320 291 2002 227 150 318 1940 1856 587 185 237 119 1269 169 1209 1151 509 431 184 132 106
is_linear=0
shrinkage=0.0032998


Tree=3855
num_leaves=31
num_cat=0
split_feature=3 3 15 457 15 49 49 40 160 3 3 15 15 52 3 3 156 15 1446 52 160 49 474 1209 15 3 130 49 52 3
split_gain=15.9643 5.63962 3.46999 3.31903 3.14759 2.76848 2.31445 2.26351 1.38641 1.63739 1.23921 0.748567 1.2865 1.2702 1.54181 1.14722 0.669761 0.651631 0.653205 0.516278 0.49914 0.468673 0.460682 0.448144 0.438961 0.366621 0.275646 0.179076 0.0922249 0.0572825
threshold=-0.06533499999999999 0.3148450000000001 -0.40166999999999992 0.095420000000000019 -0.24511999999999998 0.14013000000000003 -0.047859999999999993 -0.08440499999999998 0.052555000000000011 0.10766000000000002 -0.095009999999999983 0.083185000000000023 -0.079149999999999984 -1.0000000180025095e-35 -0.097574999999999981 -0.11266 0.082525000000000015 0.089545000000000013 0.037915000000000011 -0.069499999999999992 -1.0000000180025095e-35 0.093930000000000013 0.085475000000000009 0.085500000000000007 -0.14051999999999998 -0.086424999999999988 0.006490000000000001 -0.093809999999999991 0.047800000000000009 -0.081694999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 20 5 -1 7 10 -4 9 -9 -6 12 16 19 -15 -13 21 23 26 22 -2 24 -14 25 -8 -17 -19 -12 -23 -16
right_child=1 -3 3 -5 6 -7 11 8 -10 -11 27 15 13 14 29 17 -18 18 -20 -21 -22 28 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00087744859874129251 0.00089696057856768999 0.00034260764149385585 0.00092221244784122098 0.00056458043026101515 0.00096705604197036489 0.00065766866959259256 0.0020193310110920917 0.001537688777046927 0.0018892055227885381 0.00097256256215236486 0.0013923981713097984 0.0021698302185474095 0.0014853083126117404 0.00083286095018475709 0.0015877799877525899 0.0017614893759569023 0.0020934481080867309 0.0015617789128649564 0.0019935621341794899 0.0018592152890694836 0.00045440034392498375 0.0014285784703448985 0.0017920984970939973 0.0015498953360264926 0.0017118857676305152 0.0019772476009528124 0.0018234229672724482 0.0016711263122930356 0.0016354013867814234 0.0014266873036263394
leaf_weight=56 55 91 79 61 70 54 72 322 93 68 52 74 199 54 60 166 63 321 53 91 57 52 75 54 186 190 53 54 52 53
leaf_count=56 55 91 79 61 70 54 72 322 93 68 52 74 199 54 60 166 63 321 53 91 57 52 75 54 186 190 53 54 52 53
internal_value=0 0.00112099 0.00121072 0.00129978 0.00165059 0.00137253 0.00167175 0.00144115 0.00152596 0.00143924 0.00130915 0.0017059 0.00164096 0.00153234 0.00129297 0.00177408 0.00177684 0.00173905 0.00164801 0.00164176 0.000672044 0.00172164 0.00156941 0.00183378 0.00179782 0.00187674 0.00159895 0.00153472 0.00153233 0.00151254
internal_weight=0 880 789 677 2100 616 2044 562 483 390 176 1868 957 532 167 911 425 837 427 365 112 362 274 410 258 356 374 106 104 113
internal_count=2980 880 789 677 2100 616 2044 562 483 390 176 1868 957 532 167 911 425 837 427 365 112 362 274 410 258 356 374 106 104 113
is_linear=0
shrinkage=0.0032998


Tree=3856
num_leaves=26
num_cat=0
split_feature=2 2 3 2 2 12 16 12 12 15 0 12 14 15 16 16 16 160 2 2 42 2 42 42 12
split_gain=40.333 23.5792 9.67384 6.8849 4.77381 4.64013 4.08258 4.00839 2.99195 2.83935 2.12202 1.90547 1.38496 1.37313 1.27107 1.15558 1.4104 0.944257 0.678578 0.649205 0.614539 0.536095 0.376652 0.300817 0.124896
threshold=0.12681500000000004 -1.0000000180025095e-35 0.11269500000000002 0.17553000000000005 0.098655000000000007 -0.083219999999999988 -0.059289999999999995 -0.012249999999999999 0.090455000000000021 -0.013084999999999998 -0.085264999999999994 0.087470000000000006 0.064610000000000015 -0.097454999999999986 0.060835000000000007 0.42146500000000003 0.0030150000000000008 -0.5242349999999999 0.11203000000000002 0.10745500000000001 -0.081829999999999986 0.087665000000000007 0.094350000000000003 0.11697 0.097345000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 10 8 -6 -1 -8 12 11 -2 -7 17 -12 20 16 -11 -3 -4 -13 24 -19 -16 -22 -10
right_child=3 2 18 -5 5 9 7 -9 14 15 13 19 -14 -15 22 -17 -18 21 -20 -21 23 -23 -24 -25 -26
leaf_value=0.00029968865443139747 0.0003545380050997159 0.0025509206617715685 0.0012515245268821052 -0.00046610353282747137 0.00089512736208342001 0.0010600377136773299 0.0005800820596928172 0.0018647106470224435 0.002243291465504412 0.0022100095023311118 0.0006699983351021885 0.001957057874668319 0.0025969186776502338 0.0013661064175652055 0.0014088516338427381 0.0024582183303715937 0.001516961431019635 0.0021458250743172625 0.00073926324220130912 0.0015640108425237173 0.0018245959181762419 0.0019907572107656715 0.0017752778312624313 0.0020567893157107369 0.0020220728035941636
leaf_weight=103 78 52 54 63 70 60 53 53 66 78 57 83 69 68 73 67 55 725 60 106 316 379 55 79 58
leaf_count=103 78 52 54 63 70 60 53 53 66 78 57 83 69 68 73 67 55 725 60 106 316 379 55 79 58
internal_value=0 0.00183311 0.00192196 0.000486503 0.00196675 0.00168633 0.000768002 0.00122273 0.00204447 0.00180961 0.000782313 0.00157387 0.00214054 0.00104896 0.00186253 0.00210292 0.00192368 0.00211327 0.000982222 0.00173681 0.00193546 0.00209262 0.00156658 0.00187112 0.0021401
internal_weight=0 2714 2505 266 2391 519 209 106 1872 449 203 249 1225 125 647 200 133 1156 114 189 519 1104 128 395 124
internal_count=2980 2714 2505 266 2391 519 209 106 1872 449 203 249 1225 125 647 200 133 1156 114 189 519 1104 128 395 124
is_linear=0
shrinkage=0.0032998


Tree=3857
num_leaves=23
num_cat=0
split_feature=4 2 12 150 133 2 4 2 14 2 12 4 14 15 51 12 12 2 15 474 156 2
split_gain=33.1785 14.6379 4.39469 3.47705 2.40669 2.41501 2.37253 1.93787 1.75313 1.01529 0.984796 0.827329 0.760173 0.744384 0.723353 0.934118 0.718366 0.688424 0.624072 0.578399 0.474457 0.102061
threshold=0.27644500000000005 0.13554000000000002 0.023990000000000004 0.089155000000000012 0.085895000000000013 0.099345000000000017 0.046185000000000004 0.14808000000000002 0.073890000000000011 0.078775000000000012 0.092675000000000021 0.18095500000000003 -1.0000000180025095e-35 -0.069814999999999988 -0.17370999999999998 0.090455000000000021 -1.0000000180025095e-35 0.087710000000000024 -0.14051999999999998 0.09091500000000001 0.088735000000000022 0.11280000000000003
decision_type=2 2 2 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 8 10 14 -1 12 13 -2 -8 -4 19 -7 -11 21 -16 -17 -14
right_child=7 -3 6 -5 -6 16 11 -9 -10 17 -12 -13 18 -15 15 20 -18 -19 -20 -21 -22 -23
leaf_value=0.0016743442753851573 0.0010608575412186776 0.00059715974054348243 0.0023052631522072239 0.00088837114562241842 0.0011272431496165724 0.001187880473415932 0.0017051686515322498 0.00016589020599623073 0.0025028617719505832 0.0024636634146404713 0.0012138892701986329 0.0019166323034888256 0.00056985710213522845 0.0012732026578690001 0.0020368614379345389 0.0018837786249296374 0.0016822374097226543 0.0019989564423122438 0.00089505399683004921 0.0016872252352784149 0.0015781400558512956 0.00036108249153116878
leaf_weight=62 57 102 65 67 67 59 101 57 68 58 59 84 52 78 889 664 72 91 57 56 62 53
leaf_count=62 57 102 65 67 67 59 101 57 68 58 59 84 52 78 889 664 72 91 57 56 62 53
internal_value=0 0.00182338 0.00187254 0.00158628 0.00170052 0.00181273 0.00193845 0.00072092 0.00198123 0.00203165 0.000834595 0.00164486 0.000732249 0.00151713 0.00196078 0.00194736 0.00145986 0.00218009 0.00061641 0.00201618 0.00185773 0.000464811
internal_weight=0 2645 2543 476 409 342 2067 335 1804 211 278 263 219 179 1736 1671 131 149 162 945 726 105
internal_count=2980 2645 2543 476 409 342 2067 335 1804 211 278 263 219 179 1736 1671 131 149 162 945 726 105
is_linear=0
shrinkage=0.0032998


Tree=3858
num_leaves=27
num_cat=0
split_feature=1 1 12 0 4 11 1 12 12 48 4 16 133 13 42 12 50 49 0 4 4 4 160 133 0 12
split_gain=39.1822 6.89061 5.21636 3.0169 2.97497 2.44787 3.45171 1.89883 1.37069 1.21886 1.16565 1.03838 0.897137 0.798031 0.799177 0.677925 0.614435 0.565882 1.09464 0.491516 0.471535 0.45557 0.415749 0.386635 0.343443 0.198328
threshold=0.10575500000000002 0.13662500000000002 0.085075000000000026 0.148925 0.022635000000000006 1.0000000180025095e-35 0.10075500000000003 0.093245000000000008 0.090285000000000018 0.087035000000000015 0.27644500000000005 0.054560000000000004 0.086975000000000011 -0.092984999999999984 0.085915000000000005 0.10279500000000001 0.10932500000000002 -0.038669999999999989 -0.14680499999999999 0.00093000000000000016 -0.051094999999999995 -0.049994999999999991 -0.021314999999999997 0.089725000000000013 -0.073374999999999982 0.095980000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 5 -4 6 8 -7 9 13 -3 19 17 14 -1 -6 -15 -2 -19 21 -13 -10 -11 -22 -12 -21
right_child=1 10 4 -5 15 7 -8 -9 11 22 24 20 -14 16 -16 -17 -18 18 -20 25 23 -23 -24 -25 -26 -27
leaf_value=0.0016454725368079948 0.0014245815225945218 0.00094189572316336621 0.0022906247949800013 0.0013239813205986617 0.001698847738574124 0.002775755671302798 0.0014196873711986443 0.002031046872568801 0.0020438514456166484 0.0021239018048144526 0.00054535649438400844 0.0015134118426701679 0.00072119902139053469 0.0022505512789391582 0.0021828837655420278 0.0011674665125061628 0.001924030006381967 0.00072472993525456717 0.001285117510547368 0.0020241334020529517 0.0020871004295075464 0.0022980932244357002 0.0017554736942007204 0.0016992165549318415 0.0001666266914277335 0.0017650344907214613
leaf_weight=55 69 58 76 57 53 98 87 61 351 52 53 59 61 928 69 53 69 63 97 59 54 102 101 62 52 81
leaf_count=55 69 58 76 57 53 98 87 61 351 52 53 59 61 928 69 53 69 63 97 59 54 102 101 62 52 81
internal_value=0 0.00115137 0.00135343 0.00207554 0.00179161 0.00209424 0.00206465 0.00249027 0.00209211 0.0021588 0.000566067 0.00198144 0.00107831 0.0021967 0.0019448 0.00143349 0.00222799 0.00117328 0.00106469 0.00204771 0.00175667 0.00210118 0.00188092 0.00188009 0.000358131 0.00187448
internal_weight=0 635 472 2345 182 2288 2129 159 2042 1274 163 768 290 1121 124 106 997 229 160 593 175 453 153 116 105 140
internal_count=2980 635 472 2345 182 2288 2129 159 2042 1274 163 768 290 1121 124 106 997 229 160 593 175 453 153 116 105 140
is_linear=0
shrinkage=0.0032998


Tree=3859
num_leaves=30
num_cat=0
split_feature=3 3 43 3 15 43 15 13 49 13 15 49 15 484 15 3 15 403 484 43 15 133 13 484 13 150 13 3 49
split_gain=17.8742 6.77824 6.01708 3.42636 2.38466 2.18108 1.91053 1.36471 1.03453 1.22726 0.907307 0.750669 0.745327 0.735679 0.73319 1.76151 1.08256 1.14089 0.720411 0.574282 0.551618 0.710575 0.457599 0.455224 0.443278 0.343477 0.276374 0.230065 0.162743
threshold=-0.06533499999999999 0.30863500000000005 -0.035884999999999993 0.11745500000000002 -0.24511999999999998 -0.23538999999999996 -0.094389999999999988 -0.052719999999999996 -0.047859999999999993 -0.035924999999999992 0.025430000000000005 0.047620000000000003 -0.061499999999999992 0.087020000000000014 0.083185000000000023 -0.14088999999999999 -0.11124499999999998 -0.087954999999999992 -0.053539999999999997 0.0049250000000000014 0.087670000000000012 -0.00087999999999999992 -0.49410499999999996 0.10785500000000002 -0.076794999999999988 0.097540000000000016 0.066150000000000014 0.095880000000000007 0.094865000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 10 -1 -2 24 -8 9 25 11 19 -5 14 16 -16 28 -18 -19 27 21 -17 -3 -15 -7 -6 -22 -4 -10
right_child=1 22 3 12 8 6 7 -9 13 -11 -12 -13 -14 23 15 20 17 18 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00093529465953964179 0.0013678229323868169 0.00051210712725636184 0.0015701523133241954 0.0011429245292857763 0.0017415723977001871 0.00053562640383532801 0.0013384496555471162 0.00066128489006823759 0.0019085927580877841 0.00098411523895582261 0.0018744889105354269 0.0017578250576624891 0.00060314805522272284 0.0021234609393050627 0.0022889766695583288 0.0016740106146000651 0.001057317960200702 0.0017304994534595673 0.0014793217464406472 0.0010616508951023724 0.001623335196344572 0.0020398893446109956 8.8794376879546442e-05 0.0017352091494919858 0.00010775773447657192 0.0013807544853180797 0.0013737498559986143 0.0012984710465370061 0.0016744656840824185
leaf_weight=56 59 53 93 61 64 54 52 87 91 57 77 72 52 53 52 207 57 172 472 52 477 82 59 93 52 55 56 57 56
leaf_count=56 59 53 93 61 64 54 52 87 91 57 77 72 52 53 52 207 57 172 472 52 477 82 59 93 52 55 56 57 56
internal_value=0 0.00104821 0.00115882 0.00139533 0.00160857 0.0007977 0.000660262 0.000914866 0.001627 0.0013839 0.00155636 0.00146683 0.000894844 0.00164989 0.00163066 0.00169819 0.00156102 0.00150674 0.00154646 0.00136294 0.00166078 0.00177795 0.000289427 0.00187639 0.000326061 0.0015751 0.00159718 0.00146715 0.00181964
internal_weight=0 880 768 464 2100 304 245 139 2044 176 351 274 113 1868 1722 874 848 701 644 202 822 289 112 146 106 119 533 150 147
internal_count=2980 880 768 464 2100 304 245 139 2044 176 351 274 113 1868 1722 874 848 701 644 202 822 289 112 146 106 119 533 150 147
is_linear=0
shrinkage=0.0032998


Tree=3860
num_leaves=18
num_cat=0
split_feature=4 1375 159 43 12 1 12 1210 1213 12 12 1 48 4 48 1213 4
split_gain=1.33531 1.42165 0.772283 0.699676 0.572578 1.459 0.567992 0.447386 0.422097 0.735773 0.560191 0.420833 0.342252 0.319967 0.254453 0.113977 0.0819449
threshold=0.41165000000000002 -0.10702499999999998 0.091130000000000017 -0.49922499999999997 -1.0000000180025095e-35 0.10174000000000001 -0.089399999999999993 -0.080804999999999974 0.057190000000000005 0.087625000000000022 0.091345000000000023 0.12200500000000002 -0.083459999999999993 0.00059000000000000014 0.092265000000000014 -0.081269999999999995 0.50944500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 -3 5 13 -7 15 12 -10 -11 -2 -9 -5 -14 -6 -13
right_child=2 3 -4 4 7 6 -8 8 9 10 -12 16 14 -15 -16 -17 -18
leaf_value=-0.01264900816099865 0.0047659144273460808 0.029902596444624764 0.014197888829270009 0.025241490786194736 0.0090618562781423252 0.0043291369279826152 -0.019142922044145048 0.028309175983897282 -0.0056073762913085501 0.02655870421727894 0.0045721187355167048 -0.015807286988527944 0.014342311336757931 0.008830787744107893 0.02057873813369545 -0.0019557471756284197 -0.0067258445096841203
leaf_weight=59 73 74 84 72 52 55 62 57 77 63 69 61 1681 64 210 54 54
leaf_count=59 73 74 84 72 52 55 62 57 77 63 69 61 1681 64 210 54 54
internal_value=0 0.0131659 0.00077683 0.0137546 0.013279 0.00567429 -0.00809369 0.0141284 0.0146532 0.00744931 0.0150793 -0.00521026 0.0154251 0.017532 0.0150358 0.00343217 -0.0115586
internal_weight=0 2649 272 2590 2516 253 117 2263 2157 209 132 188 1948 136 1891 106 115
internal_count=2921 2649 272 2590 2516 253 117 2263 2157 209 132 188 1948 136 1891 106 115
is_linear=0
shrinkage=0.16829


Tree=3861
num_leaves=21
num_cat=0
split_feature=4 15 2 2 160 16 1374 16 51 2 51 4 3 15 2 16 51 52 3 3
split_gain=0.923781 1.46636 0.530607 0.491565 0.469764 0.447978 0.370525 0.387873 0.599879 0.4922 1.08773 0.532178 0.43012 0.280845 0.271596 0.4206 0.238041 0.461922 0.231579 0.371062
threshold=0.41165000000000002 -0.46772999999999992 -0.0098549999999999974 -0.085784999999999986 -0.54913999999999985 -0.14239499999999997 -0.033639999999999996 -0.076439999999999994 -0.097124999999999989 0.10859000000000001 0.026870000000000002 -0.033649999999999992 -0.091034999999999991 -0.19631499999999999 0.084275000000000003 -0.11227499999999999 0.096880000000000008 -0.0041949999999999991 -0.095009999999999983 -0.069414999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 13 -6 12 18 10 -10 -11 14 -3 -8 -16 17 -14 -9 -20
right_child=1 5 4 -5 6 -7 7 8 9 11 -12 -13 16 -15 15 -17 -18 -19 19 -21
leaf_value=0.010588270742718552 0.016603221710835898 0.004748736193284999 0.026866840456741321 -0.011324850482877496 -0.0021487531104009121 -0.021938942114092141 0.029503044267823415 0.025932884516400086 0.0072403849646202872 0.0064032134532936843 0.024600743598482269 -0.012643396875488017 0.026927082428647324 -0.011669187699219204 0.027804567636745135 0.0086396082092224484 0.0030819022034739114 0.011820528486261847 0.0079215152024315737 0.021233955508044744
leaf_weight=59 102 61 55 57 58 52 69 58 816 122 117 63 63 57 55 80 74 663 130 110
leaf_count=59 102 61 55 57 58 52 69 58 816 122 117 63 63 57 55 80 74 663 130 110
internal_value=0 0.000644986 0.0109508 -0.000163896 0.0114605 -0.00891939 0.0111178 0.0114365 0.00963837 0.00784696 0.00941933 -7.32185e-05 0.0139707 -0.00316673 0.020881 0.0164609 0.0122063 0.0131339 0.0163531 0.0140305
internal_weight=0 272 2649 116 2533 170 2478 2420 1416 1118 933 185 1004 118 204 135 800 726 298 240
internal_count=2921 272 2649 116 2533 170 2478 2420 1416 1118 933 185 1004 118 204 135 800 726 298 240
is_linear=0
shrinkage=0.16829


Tree=3862
num_leaves=28
num_cat=0
split_feature=1 3 43 16 16 0 124 2 0 0 1446 474 51 1 474 3 0 52 52 160 16 51 150 1 16 3 43
split_gain=17.2814 4.85804 2.23095 1.77622 1.14223 1.41185 0.993372 0.57657 1.01285 0.980958 0.648506 0.94308 0.575276 1.16086 0.648396 0.602821 0.525027 0.467357 0.957555 0.461208 0.465453 0.376216 0.320727 0.516509 0.251751 0.226463 0.27554
threshold=0.10398500000000001 -0.036264999999999992 -0.085154999999999995 -0.116045 0.026395000000000005 -0.065939999999999985 -0.079729999999999981 0.08647500000000001 -0.14104999999999998 -0.22745499999999999 0.083705000000000016 1.0000000180025095e-35 -0.025499999999999998 0.086860000000000007 0.083955000000000016 -0.075404999999999986 -0.078989999999999991 -0.011964999999999998 -0.51745999999999992 0.0044600000000000013 -0.04040499999999999 0.097700000000000023 0.094545000000000018 0.12646500000000002 -0.0021749999999999994 -0.087864999999999985 -0.067754999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 -2 5 22 -1 8 -8 -9 11 19 14 15 25 21 -17 18 -5 20 -10 -14 23 -4 -16 -11 -27
right_child=1 2 4 17 -6 -7 7 9 10 12 -12 -13 13 -15 24 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28
leaf_value=0.00095255528852564836 0.00064349919016032115 -0.00013183843332162691 0.00087234313087940045 0.0014555735383817488 0.00090803556340929357 2.1659150368797939e-06 0.0017737955289462992 0.0008366731852449161 0.0013226482190087251 0.0014656441552281395 0.0015944149127766543 0.00092601801669550047 0.0013024378497870318 0.00076328971607802403 0.0014450373508055341 0.0013072664389745814 0.00099347748183745794 0.0014864690060925831 0.00087709784945531519 0.0010451132293995725 0.001538602828104102 0.0015942091232706986 0.00038239829483801711 0.00046975342847995638 0.0017661105916714252 0.0010712977393371626 0.001384691665497601
leaf_weight=88 86 59 71 53 80 58 65 56 491 58 101 64 556 52 53 105 134 52 77 52 143 54 59 69 58 70 57
leaf_count=88 86 59 71 53 80 58 65 56 491 58 101 64 556 52 53 105 134 52 77 52 143 54 59 69 58 70 57
internal_value=0 0.000691968 0.000459612 0.00103517 0.000563265 0.000455806 0.00129771 0.0013117 0.00137507 0.00126534 0.00134457 0.00131088 0.00128537 0.00124358 0.00141246 0.00127295 0.00113148 0.00122005 0.00111321 0.00134673 0.00137141 0.00132832 0.000587846 0.000674176 0.00161312 0.00129187 0.00121223
internal_weight=0 664 396 268 337 257 2257 2169 916 1253 851 750 1197 901 296 849 239 182 130 686 634 610 199 140 111 185 127
internal_count=2921 664 396 268 337 257 2257 2169 916 1253 851 750 1197 901 296 849 239 182 130 686 634 610 199 140 111 185 127
is_linear=0
shrinkage=0.0032998


Tree=3863
num_leaves=24
num_cat=0
split_feature=3 3 43 2 2 2 2 0 12 12 3 2 2 12 2 0 3 0 2 13 16 0 0
split_gain=34.71 11.7173 9.58872 6.28305 3.36532 2.22841 2.37593 3.00377 2.13538 2.09059 1.41337 1.53033 1.10371 0.919856 1.03773 2.54648 0.870356 0.951974 0.756425 0.69537 0.643668 0.527047 0.244675
threshold=-0.046079999999999989 0.28833000000000003 -0.033049999999999989 0.12336000000000001 0.10869000000000002 0.13084500000000002 -0.0050599999999999994 -0.11825999999999999 0.10682000000000001 0.023990000000000004 -0.14186499999999996 0.085505000000000012 0.086400000000000018 -1.0000000180025095e-35 0.08647500000000001 -0.22745499999999999 -0.073614999999999986 -0.10594499999999998 0.14132000000000003 -0.077274999999999996 0.062910000000000008 -0.072924999999999976 -0.14606999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 8 13 6 -2 -8 9 -1 11 -11 -10 -4 -15 -16 17 -12 -3 -18 -13 -19 -6
right_child=1 18 4 -5 22 -7 7 -9 12 10 16 20 -14 14 15 -17 19 21 -20 -21 -22 -23 -24
leaf_value=0.0011384006626139365 0.00024770440547634739 0.00013296602113745817 0.001212692429704527 0.0008607105505344919 0.00071128303856015935 -9.3587485695891394e-05 0.00046533278973406996 0.0015479631598874803 0.00099405563015869908 0.0025005607372148978 0.0013492847140389071 0.0015495768850006691 0.0015534850841536368 0.0020097821536395328 0.00097219605132777703 0.0018683568971165762 0.0017490601522727107 0.0017924384424702852 -0.00039224183415533377 0.001274871450361611 0.0020291316554841752 0.0016116633654816497 0.0010135805322292965
leaf_weight=62 82 70 69 101 52 52 58 54 62 54 63 52 103 63 59 84 59 1232 52 81 77 210 70
leaf_count=62 82 70 69 101 52 52 58 54 62 54 63 52 103 63 59 84 59 1232 52 81 77 210 70
internal_value=0 0.000846684 0.00102458 0.00166493 0.00134183 0.000512438 0.000675059 0.00098763 0.00170444 0.00173593 0.00175618 0.00203236 0.00134349 0.00154436 0.00165528 0.00149886 0.00172543 0.00174871 -9.06043e-05 0.00147496 0.0018361 0.00176614 0.000885021
internal_weight=0 765 643 2156 397 246 194 112 2055 1890 1828 183 165 275 206 143 1645 1505 122 140 129 1442 122
internal_count=2921 765 643 2156 397 246 194 112 2055 1890 1828 183 165 275 206 143 1645 1505 122 140 129 1442 122
is_linear=0
shrinkage=0.0032998


Tree=3864
num_leaves=27
num_cat=0
split_feature=1 52 3 4 2 1 4 14 4 3 1 39 49 52 2 2 4 3 4 133 2 403 3 3 4 15
split_gain=39.5529 8.19198 4.59604 3.51043 3.09796 1.75104 1.71442 1.57021 1.39866 1.33423 1.22401 1.18192 1.14496 0.945042 0.92983 0.848693 0.771348 0.745869 0.855231 0.613148 0.438768 0.431088 0.408004 0.274447 0.268393 0.218985
threshold=0.10398500000000001 -0.41694999999999993 -0.036264999999999992 0.41939500000000002 0.16167500000000004 0.090540000000000023 -0.49010499999999996 0.077140000000000014 -0.16236499999999995 -0.076004999999999975 0.11584000000000001 0.055555000000000007 0.0065400000000000015 0.056265000000000009 -1.0000000180025095e-35 0.11152000000000002 0.018150000000000003 -0.078644999999999979 -0.080114999999999978 -1.0000000180025095e-35 0.08647500000000001 0.089450000000000016 -0.10175499999999998 -0.085244999999999987 0.40996000000000005 0.096415000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 10 13 6 -1 8 -8 21 -3 17 19 14 -4 -16 -14 18 -7 -11 25 22 -10 -23 -17 -19
right_child=1 2 4 -5 -6 11 7 -9 9 12 -12 -13 16 -15 15 24 -18 20 -20 -21 -22 23 -24 -25 -26 -27
leaf_value=0.0025038465524652 0.0020452473247791762 0.0019341274021188062 0.00041838936003338366 0.00064160485154996243 -2.1753105436479263e-05 0.0019428848583774336 0.0014574057213222759 0.0024583812976526802 0.0017670886288893939 0.0019168902037939278 0.0013140045196022205 0.0013145750026051048 0.0022889950551909402 0.0011645636947723178 0.0012114200981607336 0.00055236744489732645 0.0017995914367618419 0.0021934987890177781 0.0014297957654159305 0.001538523651906017 0.0017075231569702797 0.0023557609886750265 0.0020213135811729056 0.0020676041390945963 0.00085205760013455753 0.0019233309578276345
leaf_weight=71 78 64 76 60 56 63 59 72 76 68 77 57 68 68 52 62 75 73 83 157 53 67 1062 87 71 66
leaf_count=71 78 64 76 60 56 63 59 72 76 68 77 57 68 68 52 62 75 73 83 157 53 67 1062 87 71 66
internal_value=0 0.00104027 0.000906445 0.00131109 0.000695097 0.00195661 0.00199908 0.00197905 0.00195895 0.00197676 0.00159573 0.00175632 0.00180061 0.000817221 0.00072659 0.000853012 0.00203256 0.00183071 0.00165144 0.00165303 0.00196685 0.0020269 0.00200437 0.0021932 0.000712617 0.00206547
internal_weight=0 664 586 201 385 2257 1862 1791 1719 1660 141 395 368 329 261 185 143 338 146 225 192 1292 1138 154 133 139
internal_count=2921 664 586 201 385 2257 1862 1791 1719 1660 141 395 368 329 261 185 143 338 146 225 192 1292 1138 154 133 139
is_linear=0
shrinkage=0.0032998


Tree=3865
num_leaves=33
num_cat=0
split_feature=4 12 2 4 2 4 2 51 43 47 1447 41 133 12 2 11 43 402 475 156 52 4 4 16 2 4 2 51 2 12 12 43
split_gain=18.1368 6.77378 3.55795 4.22449 2.28882 2.13732 2.00785 1.22181 1.30492 0.934832 1.11461 0.885345 0.77943 0.785409 0.672476 0.636332 0.912641 0.574649 0.771916 1.03248 0.536521 0.522366 0.434948 0.421132 0.400728 0.689481 0.419041 0.390961 0.368657 0.345081 0.172221 0.115695
threshold=0.27258000000000004 0.078120000000000009 0.072175000000000017 -0.011209999999999999 0.11366500000000002 -0.084489999999999996 0.090020000000000017 -0.21875499999999998 -0.18906999999999999 0.10261500000000001 -0.086009999999999989 0.078150000000000011 0.083000000000000018 0.092165000000000011 0.093320000000000014 1.0000000180025095e-35 -1.0000000180025095e-35 0.085200000000000012 -0.08100499999999998 0.086995000000000017 -0.064364999999999992 -0.50231999999999988 -0.083389999999999978 -0.082974999999999979 0.094215000000000007 0.42642000000000008 0.13751000000000005 0.077730000000000007 0.092935000000000004 -0.078454999999999983 0.096475000000000019 -0.069944999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 21 9 -8 -9 10 -3 24 15 28 -7 16 -10 18 19 -12 -6 -4 -19 -24 -2 -26 -27 -20 -14 -16 -11 -15
right_child=11 6 4 -5 20 14 7 8 12 30 17 -13 13 31 29 -17 -18 22 27 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31 -32 -33
leaf_value=5.245081666540601e-05 0.00052659561086403127 0.0013733664073917054 0.0016857313663655987 0.0013083891796331279 0.00076655596197585979 0.0015536193409181574 0.0018744373386736374 0.0009845285445379136 0.0015336993640156537 0.0015804607660499181 0.0023026939199745971 0.0011738671590950539 0.0016832649763567709 0.0013702043333217167 0.0013614299027678183 0.0016714417572160588 0.0011194826827162854 0.0021768328683166261 0.001702274182625289 0.0017014620508482839 0.0012090124117332382 0.0021545950185460645 0.0020633354099324807 0.001655005998380425 0.00054275526701199857 0.0011475984437755013 0.00076036270306963376 0.0019475438218437789 0.0020581269777033688 0.00098406579587163997 0.0013183075555520563 0.0015637680493271727
leaf_weight=53 94 72 52 65 55 91 98 54 114 63 64 52 65 55 52 76 120 70 718 62 67 54 52 62 77 58 66 81 54 56 53 108
leaf_count=53 94 72 52 65 55 91 98 54 114 63 64 52 65 55 52 76 120 70 718 62 67 54 52 62 77 58 66 81 54 56 53 108
internal_value=0 0.00157948 0.0012524 0.00074458 0.00139265 0.00154567 0.00166681 0.00152977 0.00147743 0.00174539 0.00177329 0.000775847 0.00152233 0.0016486 0.00134348 0.00140735 0.00132143 0.00179922 0.00176535 0.00200713 0.00100983 0.00192492 0.00196931 0.00184157 0.000705568 0.000789091 0.000941773 0.00172718 0.00185367 0.00116609 0.00146099 0.00149867
internal_weight=0 2586 545 118 427 305 2041 744 646 1297 1181 347 592 282 199 310 234 1109 925 126 122 106 184 114 295 201 124 799 119 108 116 163
internal_count=2933 2586 545 118 427 305 2041 744 646 1297 1181 347 592 282 199 310 234 1109 925 126 122 106 184 114 295 201 124 799 119 108 116 163
is_linear=0
shrinkage=0.0032998


Tree=3866
num_leaves=34
num_cat=0
split_feature=1 52 12 1 3 3 12 3 43 475 1 16 15 12 15 1 15 157 1456 52 43 12 15 16 402 15 15 15 43 160 133 16 12
split_gain=42.4427 8.84106 4.71901 4.19341 2.05788 1.47322 3.02777 2.00335 0.931677 0.90848 1.19625 2.23691 1.81634 0.888276 0.881958 0.844522 0.823092 0.801527 0.82137 0.779549 0.645214 0.608808 0.509325 0.458793 0.477393 0.433931 0.687925 0.595829 0.425984 0.368445 0.346816 0.279079 0.169099
threshold=0.098395000000000024 -0.41694999999999993 0.088325000000000015 0.12765500000000005 -0.073614999999999986 0.076825000000000018 -0.082654999999999992 0.143375 -0.070914999999999992 -0.066239999999999979 1.0000000180025095e-35 -0.034884999999999992 -0.076929999999999985 0.091495000000000007 0.10189000000000002 0.089245000000000005 -0.043134999999999993 -0.082714999999999983 -0.087734999999999994 -0.040589999999999994 0.080350000000000019 0.098785000000000012 -0.093399999999999997 -0.14669499999999996 0.089785000000000018 -0.033234999999999994 -0.074729999999999977 0.089545000000000013 -0.036849999999999994 -0.085684999999999983 -0.086034999999999986 0.62619000000000014 0.096425000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 31 5 21 13 6 22 -7 -8 -6 12 -12 30 15 16 17 -14 29 -19 -9 25 -4 -3 -20 -25 26 -15 -27 32 -1 -11 -2 -29
right_child=1 2 3 -5 9 7 8 19 -10 10 11 -13 14 20 -16 -17 -18 18 23 -21 -22 -23 -24 24 -26 27 -28 28 -30 -31 -32 -33 -34
leaf_value=0.0021700798908008394 0.0018097301319053344 0.00076915356206212131 0.0018856708832168956 0.00060908809556056698 0.0013907831722646314 0.0013637524157775354 0.00049595791619779178 0.0003999700916159771 -9.0366624198307674e-05 0.0018627286111315249 0.0017320430503037815 0.0024687321511744124 0.0016072054639390391 0.0019121130489485319 0.0017901962451245051 0.0017789810558570479 0.0010170670300012365 0.0017284457964084979 0.0023501641755261601 0.00091922216239892225 0.0022691889599767848 0.0014583147112225672 0.0011790837811264307 0.0020518198151976714 0.0022792111538190787 0.002183004125224763 0.0014398856535692936 0.0016034358553156933 0.0020270168826672444 0.0025371874886462539 0.002249251142427338 0.0021593814159528817 0.0018645581321715128
leaf_weight=57 52 85 71 57 53 86 61 52 57 52 102 81 52 90 72 87 52 66 83 81 54 77 55 648 123 90 55 63 93 68 53 52 53
leaf_count=57 52 85 71 57 53 86 61 52 57 52 102 81 52 90 72 87 52 66 83 81 54 77 55 648 123 90 55 63 93 68 53 52 53
internal_value=0 0.00108838 0.000951622 0.00137054 0.00198473 0.000771508 0.000602192 0.000970816 0.000212435 0.00180275 0.00184973 0.00205831 0.00171377 0.00204243 0.00150811 0.00209388 0.00131248 0.00212006 0.00208605 0.000716471 0.00192541 0.00166357 0.000930449 0.00211365 0.00208814 0.00188352 0.00173324 0.00195628 0.00185847 0.00237007 0.00205817 0.00198489 0.00172305
internal_weight=0 786 682 205 2147 477 258 219 118 517 464 183 281 1630 176 1132 104 1045 920 133 498 148 140 854 771 444 145 299 209 125 105 104 116
internal_count=2933 786 682 205 2147 477 258 219 118 517 464 183 281 1630 176 1132 104 1045 920 133 498 148 140 854 771 444 145 299 209 125 105 104 116
is_linear=0
shrinkage=0.0032998


Tree=3867
num_leaves=18
num_cat=0
split_feature=4 2 40 151 52 402 3 160 4 42 2 2 42 11 3 4 4
split_gain=0.93082 0.625593 0.616866 0.587102 0.527754 0.476633 0.554056 0.455274 0.435051 0.390618 0.38517 0.706935 0.364036 0.452106 0.209274 0.193588 0.171364
threshold=0.27020000000000005 0.14938500000000002 -0.076799999999999993 -0.089594999999999994 -0.025259999999999994 0.088810000000000014 -0.086064999999999989 -0.53327999999999987 -0.079614999999999977 0.090295000000000014 0.13554000000000002 0.11719 -0.14809499999999998 1.0000000180025095e-35 0.12955000000000003 0.50291500000000011 -0.049279999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 7 -7 -5 -8 14 11 12 -9 -14 15 -4 -10
right_child=1 -3 9 5 -6 6 8 10 16 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=0.015506576432024006 0.018655614194610287 0.021090283982544034 0.010470348706249815 0.0009699284575850714 0.034678730934197946 0.032562076753676075 0.0042310064075563236 0.0012936060897101118 0.028775616401870027 -0.014470989225981385 0.0023650804170306382 0.028028911114675124 0.012767740395433918 0.02290936832185048 -0.00664106421794536 -0.0023919528280000229 0.015364626530607266
leaf_weight=93 52 58 85 89 73 76 64 72 52 52 88 94 1681 135 57 54 58
leaf_count=93 52 58 85 89 73 76 64 72 52 52 88 94 1681 135 57 54 58
internal_value=0 0.00508747 0.0019876 0.014254 0.0239485 0.0135852 0.0205535 0.0127775 0.015298 -0.00150006 0.0132843 0.0137682 0.0130572 0.0135227 0.00193204 0.00546056 0.0217207
internal_weight=0 358 300 2575 166 2409 250 2159 174 248 2070 1982 1888 1816 196 139 110
internal_count=2933 358 300 2575 166 2409 250 2159 174 248 2070 1982 1888 1816 196 139 110
is_linear=0
shrinkage=0.16829


Tree=3868
num_leaves=26
num_cat=0
split_feature=3 15 3 39 10 15 147 0 52 3 3 3 15 52 3 1452 1456 0 3 0 0 52 52 15 15
split_gain=21.1764 5.58508 5.07699 6.18719 2.35312 1.96989 1.8511 1.78369 1.69655 0.961691 0.911109 0.895949 0.935268 0.850687 0.679697 0.7218 0.752902 0.740098 1.40508 0.636441 0.220263 0.199917 0.302161 0.314371 0.0796166
threshold=-0.049204999999999992 -0.26361999999999991 0.28833000000000003 0.082115000000000007 -1.0000000180025095e-35 -0.40166999999999992 1.0000000180025095e-35 -0.064994999999999983 -0.43279999999999996 -0.011259999999999997 -0.088824999999999987 0.10766000000000002 -1.0000000180025095e-35 -0.036309999999999988 -0.076189999999999994 0.087120000000000017 -0.15322999999999998 -0.09633499999999999 -0.15288999999999997 -0.081864999999999979 -0.051824999999999989 0.43161000000000005 0.10400000000000002 -0.052239999999999988 -0.10436999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 9 14 -9 -2 -10 12 -11 -7 15 16 -3 18 -18 -19 -12 22 23 -16 -4
right_child=2 7 24 4 5 13 -8 8 10 11 20 -13 -14 -15 21 -17 17 19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00059321125488088686 0.0010435220469419764 0.0012904299859313236 0.00026243886461138247 0.00021774365244452655 0.00039895246344905436 0.00085864709960475362 0.0008087765091740073 0.0017508690845134439 0.0010040119549723841 0.00144541349075519 0.0015769369149380306 0.0012883355227391918 0.0019439922038764449 0.001348659309348268 0.0013627647530604803 0.0020537500807607167 0.0019434448760172311 0.0017865513164422538 0.0013601818563211826 0.0016297701134719623 0.0012791946313883292 0.0016660101500662237 0.0012460260299353521 0.0017179121183526851 0.00043357900963623643
leaf_weight=59 52 54 64 76 63 82 57 100 103 86 59 100 80 74 56 58 62 713 168 480 54 59 60 56 58
leaf_count=59 52 54 64 76 63 82 57 100 103 86 59 100 80 74 56 58 62 713 168 480 54 59 60 56 58
internal_value=0 0.00159532 0.000963649 0.00107641 0.000718638 0.000892303 0.00135777 0.0016237 0.00139469 0.00145606 0.00122963 0.00153658 0.0016859 0.00109131 0.00166466 0.00168996 0.00167565 0.00169024 0.00151756 0.0017235 0.00143496 0.00149645 0.00143808 0.00154065 0.000344089
internal_weight=0 2141 792 670 295 219 375 2082 316 318 216 266 166 156 1766 1535 1477 1423 230 1193 113 231 172 112 122
internal_count=2933 2141 792 670 295 219 375 2082 316 318 216 266 166 156 1766 1535 1477 1423 230 1193 113 231 172 112 122
is_linear=0
shrinkage=0.0032998


Tree=3869
num_leaves=30
num_cat=0
split_feature=1 52 1 2 52 0 2 3 1 10 2 13 3 0 0 3 43 52 13 133 0 43 1 1447 2 15 47 2 0
split_gain=52.5311 10.214 6.07316 3.58944 3.08222 2.07737 2.9942 2.06329 1.65499 1.48001 0.99387 0.887991 0.851845 1.13011 0.908844 0.748314 0.761308 0.675735 0.651687 0.544221 0.477948 0.515254 0.471964 0.404523 0.398649 0.413907 0.376151 0.343262 0.292807
threshold=0.098395000000000024 -0.41694999999999993 0.12448500000000001 0.090145000000000017 0.19121000000000002 -0.016414999999999996 0.10274500000000002 -0.046079999999999989 0.089625000000000024 -0.020369999999999996 0.12750000000000003 -0.086254999999999984 0.084670000000000009 -0.072924999999999976 -0.14920999999999998 0.28833000000000003 -0.073079999999999992 0.091715000000000005 -0.092844999999999997 0.083000000000000018 -0.065939999999999985 -0.084879999999999983 0.10950000000000001 -0.086009999999999989 0.095195000000000016 -1.0000000180025095e-35 0.094695000000000015 0.10510500000000002 -0.14164999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 27 4 12 5 6 7 -3 10 -4 11 19 13 14 -1 16 -11 20 -16 -5 21 -13 -8 -20 -19 -26 -25 -2 -24
right_child=1 2 9 8 -6 -7 22 -9 -10 15 -12 17 -14 -15 18 -17 -18 24 23 -21 -22 -23 28 26 25 -27 -28 -29 -30
leaf_value=0.0023660107351259506 0.0015656410748306003 0.0017079272332339616 -0.00019676107051134429 0.0017730603045845606 0.0016325735756229564 0.00024810869681844434 0.0003907000187334497 0.000833388094319546 0.0011156775925277394 0.0002315431409204939 0.0012556616269033397 0.0018938505059472852 0.0015321720808990664 0.0015275365783870923 0.0016592007285072612 8.1010048457033483e-05 0.00069939390350679941 0.0016879046243865909 0.0016910827884786411 0.0022049881471356038 0.0019561717376125973 0.0015727420785252419 0.00093020023954811231 0.0019835393690876019 0.0016277422966809439 0.0012531792355112779 0.0017112602088199557 0.0019510270702414189 0.00058370340312305304
leaf_weight=54 52 65 58 84 55 63 60 54 65 63 60 78 66 76 94 60 96 79 64 53 82 193 54 897 52 89 61 52 54
leaf_count=54 52 65 58 84 55 63 60 54 65 63 60 78 66 76 94 60 96 79 64 53 82 193 54 897 52 89 61 52 54
internal_value=0 0.000795204 0.00064823 0.00179236 0.00090579 0.00079148 0.000910634 0.00131137 0.00162295 0.000271526 0.00166573 0.00170033 0.00190016 0.00191962 0.00194506 0.000395708 0.000514241 0.00164287 0.00192466 0.00194041 0.00173296 0.00166529 0.000626567 0.00194904 0.00149814 0.00139157 0.00196624 0.00175867 0.000757278
internal_weight=0 786 682 2147 405 350 287 119 835 277 770 710 1312 1246 1170 219 159 573 1116 137 353 271 168 1022 220 141 958 104 108
internal_count=2933 786 682 2147 405 350 287 119 835 277 770 710 1312 1246 1170 219 159 573 1116 137 353 271 168 1022 220 141 958 104 108
is_linear=0
shrinkage=0.0032998


Tree=3870
num_leaves=17
num_cat=0
split_feature=2 30 13 123 2 49 2 14 49 13 16 16 52 52 2 2
split_gain=41.3844 12.8015 9.67701 7.18016 4.29895 3.2763 2.2926 2.13539 2.13393 2.11748 1.97424 1.64886 1.56544 1.10041 0.456672 0.388959
threshold=0.13388500000000003 0.083930000000000018 -0.17030499999999998 0.083430000000000018 0.092250000000000013 -0.014479999999999998 0.17553000000000005 0.073890000000000011 -0.088164999999999979 -0.055229999999999994 0.41221000000000008 -0.26194999999999996 -0.42946499999999993 0.023800000000000005 0.10155500000000002 0.10796500000000002
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 8 9 10 -6 -2 11 -4 15 -14 -5 -7
right_child=6 -3 3 14 5 12 -8 -9 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=0.0012330786230307373 0.00068267599649908398 0.0010152447361802754 0.0019569731915450961 0.0017271189394175504 0.0021682899431578976 0.0027613942051081942 0.00034989195011092983 0.0030511233516124369 0.0012889720937680651 0.0014140984026512673 0.0018332732910312677 0.0025007568139332565 0.0020145862158161415 0.002323463228495584 0.0013000714339827884 0.0024167055026249498
leaf_weight=88 85 86 64 60 55 68 71 69 67 88 54 1457 226 291 52 82
leaf_count=88 85 86 64 60 55 68 71 69 67 88 54 1457 226 291 52 82
internal_value=0 0.0022688 0.00230973 0.00234695 0.00238458 0.00218398 0.000849922 0.00248083 0.00168567 0.00105493 0.00245582 0.0024779 0.00227507 0.00218851 0.00152916 0.0025732
internal_weight=0 2719 2633 2545 2433 789 244 1644 122 173 1575 1521 667 517 112 150
internal_count=2963 2719 2633 2545 2433 789 244 1644 122 173 1575 1521 667 517 112 150
is_linear=0
shrinkage=0.0032998


Tree=3871
num_leaves=13
num_cat=0
split_feature=2 8 2 482 1452 484 133 484 0 4 2 0
split_gain=2.46586 0.717278 0.593899 0.556094 0.710244 0.479328 0.570031 0.418355 0.560641 0.668315 0.651254 0.285261
threshold=0.13554000000000002 0.084325000000000011 0.17553000000000005 0.11614500000000001 0.093915000000000012 0.096490000000000006 0.047685000000000005 0.087020000000000014 -0.00077999999999999999 -0.42305999999999994 -0.047824999999999993 -0.074504999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 4 5 7 -7 8 10 -10 -1 -2
right_child=2 -3 -4 -5 -6 6 -8 -9 9 -11 -12 -13
leaf_value=0.036232996310747063 -0.005349152605677805 -0.0020740528772490475 -0.014615906238478592 0.033756529873807672 -0.0016079648798989889 -0.005429791409130573 0.018048142042510436 0.027876187227514997 0.015152960252948091 -0.0050912143786597938 0.017132753607057193 0.0092621433116433002
leaf_weight=52 60 59 71 53 61 59 58 101 139 69 2079 102
leaf_count=52 60 59 71 53 61 59 58 101 139 69 2079 102
internal_value=0 0.0162529 -0.00177657 0.0166584 0.0163116 0.0167398 0.00619349 0.0172447 0.0167849 0.00842871 0.0175997 0.00383946
internal_weight=0 2730 233 2671 2618 2557 117 2440 2339 208 2131 162
internal_count=2963 2730 233 2671 2618 2557 117 2440 2339 208 2131 162
is_linear=0
shrinkage=0.16829


Tree=3872
num_leaves=31
num_cat=0
split_feature=1 1 155 2 2 15 50 4 1 0 13 3 2 13 133 15 132 52 4 4 4 3 0 4 3 4 484 52 15 13
split_gain=39.3494 9.30866 5.05689 3.30995 3.14541 2.46118 2.264 2.21393 1.78245 1.47789 1.13258 1.2877 0.953403 0.908042 0.691794 0.67785 0.65749 0.507692 0.786669 0.788864 0.719301 0.805804 0.727566 0.561512 0.478389 0.458931 0.452781 0.417454 0.245327 0.225568
threshold=0.10075500000000003 0.12313000000000002 0.092900000000000024 0.093470000000000011 0.17553000000000005 -0.13843999999999998 0.083090000000000011 0.032770000000000001 0.088470000000000007 0.098975000000000021 -0.13871999999999998 -0.12077499999999998 0.11504500000000002 -0.011514999999999999 0.11588000000000002 -0.43091499999999999 0.012535000000000003 0.08869500000000001 0.0060300000000000015 -0.0096349999999999977 -0.084384999999999988 -0.080854999999999996 -0.085674999999999987 -0.012164999999999999 -0.075714999999999991 -0.066714999999999983 0.084470000000000017 -0.42198999999999992 -0.090909999999999977 -0.0066549999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 10 5 15 7 13 9 14 -1 -12 29 -2 16 -3 27 18 19 23 -19 22 -22 -13 -16 -23 -21 -5 -29 -9
right_child=1 4 -4 8 -6 -7 -8 12 -10 -11 11 17 -14 -15 24 -17 -18 20 -20 26 21 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.002444886345420819 0.0004641146038925357 0.00067025752158893042 0.0021092399831115485 0.0020750106175676975 -0.00011349274811777108 0.001140585541314524 0.0017421358227717799 0.0016497041365898116 0.0012200990440349813 0.0012606905383008671 0.0015477110127453642 0.0020240468848461359 0.0010248385973006954 0.00099962147414496463 0.0018288219517957156 0.00020494991400514198 0.0022243857583720489 0.0022333660715375997 0.0017122829676693601 0.0021406708359837804 0.0019124928461640421 0.0022094995680919656 0.0014120069166370021 0.0016769077950160127 0.0014010132373317341 0.0018318433616851409 0.0024934381430198908 0.001966345122480632 0.0017214219368492227 0.0013416262595515244
leaf_weight=57 66 75 75 65 58 99 64 55 74 57 76 710 82 73 54 63 56 53 82 191 55 58 77 56 63 95 52 60 209 53
leaf_count=57 66 75 75 65 58 99 64 55 74 57 76 710 82 73 54 63 56 53 82 191 55 58 77 56 63 95 52 60 209 53
internal_value=0 0.00103404 0.00132347 0.00190381 0.000574752 0.000743332 0.00117342 0.00106268 0.00170315 0.00176647 0.00198575 0.00196834 0.00129446 0.000745605 0.00182327 0.00045809 0.00189053 0.00199068 0.00202572 0.00205115 0.00187751 0.00181121 0.00162081 0.00199871 0.00159876 0.00197524 0.00221631 0.00183444 0.00177618 0.00149884
internal_weight=0 763 468 2200 295 237 393 329 638 564 1562 1505 190 139 507 138 390 1429 1091 1009 338 285 132 766 117 153 243 334 269 108
internal_count=2963 763 468 2200 295 237 393 329 638 564 1562 1505 190 139 507 138 390 1429 1091 1009 338 285 132 766 117 153 243 334 269 108
is_linear=0
shrinkage=0.0032998


Tree=3873
num_leaves=22
num_cat=0
split_feature=2 13 475 2 130 13 13 483 48 2 131 131 13 2 16 52 52 2 1186 12 130
split_gain=1.87588 0.907563 0.453052 0.434079 0.41774 0.510416 0.447992 0.42033 0.39067 0.383563 0.371508 0.489799 0.316382 0.275899 0.630666 0.436655 0.250646 0.250568 0.193448 0.196967 0.111507
threshold=0.13554000000000002 -0.17030499999999998 0.036560000000000002 0.17553000000000005 -0.004089999999999999 -0.026489999999999996 -0.011334999999999998 0.086150000000000018 0.093225000000000016 0.092855000000000007 0.091295000000000015 0.096490000000000006 -0.052124999999999998 0.10457000000000001 -0.040874999999999995 0.029970000000000007 0.037045000000000002 0.14415000000000003 0.084830000000000017 0.08598500000000002 -0.077029999999999987
decision_type=2 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 16 18 9 -7 8 -8 10 12 -12 -6 14 -11 -15 17 -2 19 -3 -21
right_child=3 2 -4 -5 5 6 7 -9 -10 13 11 -13 -14 15 -16 -17 -18 -19 -20 20 -22
leaf_value=-0.0013250040803032236 0.0002521659251688024 0.010880285389676501 0.027577811675214989 -0.011972050439747939 0.018280193589278911 -0.00010366226309411833 0.012628322364142734 0.026815330129432637 -1.2019042614878827e-05 0.015969539135863256 -0.0024531990951548997 0.019337489052354207 0.030360277073774221 0.024806800234692169 -0.0040856720045467183 0.0072088286493560728 -0.0056661837942199702 0.016424751827517518 0.030428645596003986 0.028347855856884936 0.018457228571700533
leaf_weight=96 54 60 83 71 809 89 748 54 76 98 55 62 67 85 81 76 53 55 54 56 81
leaf_count=96 54 60 83 71 809 89 748 54 76 98 55 62 67 85 81 76 53 55 54 56 81
internal_value=0 0.0147304 0.0153163 -0.00099377 0.0149166 0.0142029 0.0112534 0.0124067 0.0114603 0.0163411 0.0180147 0.00907865 0.0192062 0.011448 0.00688424 0.0165108 0.00380661 0.00842913 0.0214497 0.0189793 0.0225132
internal_weight=0 2730 2634 233 2551 2300 967 878 824 1333 993 117 876 340 179 161 162 109 251 197 137
internal_count=2963 2730 2634 233 2551 2300 967 878 824 1333 993 117 876 340 179 161 162 109 251 197 137
is_linear=0
shrinkage=0.16829


Tree=3874
num_leaves=16
num_cat=0
split_feature=2 13 157 15 0 482 157 15 15 13 51 49 49 15 156
split_gain=1.29776 0.628144 0.439373 0.374808 0.892809 0.373032 0.41705 0.519509 0.37918 0.362955 0.570034 0.330337 0.16767 0.275612 0.486199
threshold=0.13554000000000002 -0.17030499999999998 -0.082714999999999983 -0.032144999999999993 -0.062109999999999992 0.11614500000000001 -0.065824999999999981 -0.38214499999999996 -0.011959999999999998 -0.00045499999999999995 0.093070000000000014 -0.084919999999999982 -0.0094899999999999984 -0.080724999999999977 0.087610000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 -2 6 8 -8 -4 11 -11 -9 -3 -14 -15
right_child=3 2 5 -5 -6 -7 7 9 -10 10 -12 -13 13 14 -16
leaf_value=-0.0011020194900365373 0.01385990474329905 0.027029608591515018 0.012820936813085501 -0.012040870869641743 -0.010677778781704408 0.026037124520050896 0.0005728343778857478 0.0043186246121220935 -0.0059412737286781234 0.011106575963238755 -0.005980636459626508 0.014924660834169016 0.026203390479161297 0.0015140752339396018 0.023252594348340087
leaf_weight=96 97 64 54 62 74 53 103 89 70 578 61 1385 60 60 57
leaf_count=96 97 64 54 62 74 53 103 89 70 578 61 1385 60 60 57
internal_value=0 0.0122522 0.0127396 -0.000825231 0.00323075 0.0120479 0.0117303 0.0122619 0.00221488 0.0128309 0.00947259 0.0142855 0.0196005 0.0169042 0.01212
internal_weight=0 2730 2634 233 171 2393 2340 2216 124 2113 639 1474 241 177 117
internal_count=2963 2730 2634 233 171 2393 2340 2216 124 2113 639 1474 241 177 117
is_linear=0
shrinkage=0.16829


Tree=3875
num_leaves=20
num_cat=0
split_feature=3 1 50 157 157 132 14 475 1 3 16 151 47 1456 42 42 13 13 3
split_gain=2.33804 0.8942 0.709331 0.516528 0.53152 0.504211 0.597621 0.439976 0.420304 0.744147 0.454249 0.404002 0.572503 0.364923 0.414894 0.351915 0.222728 0.404348 0.39826
threshold=0.35004500000000011 0.087505000000000013 0.076980000000000007 -0.082869999999999985 -0.065824999999999981 0.082230000000000011 -0.13131999999999996 -0.078604999999999994 0.079805000000000015 -0.14954999999999999 -0.072359999999999994 0.077805000000000013 0.083670000000000008 -0.11244999999999998 -0.087244999999999975 0.08400500000000001 -0.0088749999999999992 -0.052124999999999998 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 15 -5 6 -3 -8 9 -6 -10 12 -9 -11 -15 -1 17 18 -4
right_child=-2 2 16 4 8 -7 7 11 10 13 -12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.030521104606307255 -0.020679513846471712 0.021808123603533531 -0.0002141364855079538 -0.0026232124758633455 -0.0084142914445708202 -0.010872810636403021 0.015576360978225273 -0.0022640905531839677 0.012670798227762998 0.025611565734811163 0.033374093929041088 0.015259503438858835 0.0094367890495173027 0.017499627867393303 0.0098263104668864648 0.014566913486692954 0.0062546804875760796 0.026768457964615747 0.018974380070115874
leaf_weight=68 73 55 53 74 53 62 78 440 72 53 52 61 162 249 1023 94 85 71 72
leaf_count=68 73 55 53 74 53 62 78 440 72 53 52 61 162 249 1023 94 85 71 72
internal_value=0 0.00981043 0.0061423 0.0122133 0.0112807 0.00373599 0.00487611 0.00361693 0.0119669 0.0111197 0.0213673 0.00220722 0.000881667 0.0119024 0.0113298 0.0212748 0.0134833 0.016609 0.0108241
internal_weight=0 2877 1139 1738 1576 858 796 741 1502 1378 124 663 602 1325 1272 162 281 196 125
internal_count=2950 2877 1139 1738 1576 858 796 741 1502 1378 124 663 602 1325 1272 162 281 196 125
is_linear=0
shrinkage=0.16829


Tree=3876
num_leaves=29
num_cat=0
split_feature=4 3 3 3 3 0 13 42 4 3 4 0 4 3 3 12 12 158 133 133 4 0 1429 0 3 12 12 12
split_gain=25.9735 7.52281 4.56104 2.82044 2.79153 2.74704 2.0061 4.06758 1.37441 1.33644 1.77567 0.985735 1.108 0.955419 0.916268 0.69151 0.628271 0.575967 0.67396 0.436176 0.336289 0.531149 0.615465 0.469594 0.252127 0.177609 0.157234 0.186655
threshold=0.31392000000000003 -0.072649999999999978 0.28833000000000003 -0.0037099999999999998 0.13470000000000001 -0.10071499999999999 -0.0094049999999999984 -1.0000000180025095e-35 0.049545000000000006 0.09722500000000002 -0.057674999999999997 -0.065229999999999996 -0.46195999999999998 -0.10859999999999999 -0.022704999999999996 0.082425000000000012 -0.088189999999999977 0.085110000000000005 0.081310000000000007 -1.0000000180025095e-35 -0.085594999999999991 -0.096849999999999978 0.086095000000000019 -0.086354999999999987 0.076825000000000018 0.087065000000000017 0.09567500000000001 0.11005500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 6 5 -2 16 19 11 24 -11 15 -13 -14 -7 -1 -3 18 -10 -8 23 -22 -23 -17 -5 -25 -18 -28
right_child=4 2 -4 9 -6 14 7 -9 17 10 -12 12 13 -15 -16 20 26 -19 -20 -21 21 22 -24 25 -26 -27 27 -29
leaf_value=0.0021714941389146501 0.0012346260923022181 0.0011450640821262551 0.0005120879558309561 0.0017230642843921891 3.7045832208032957e-05 0.00075857310612783668 0.0012067854089383976 0.0004485303727829255 0.0011358181495749818 0.0018456406733398372 0.0010321131383077096 0.001833999814986658 0.0010165026535674296 0.0016195913057399298 0.00024166440177701804 0.0021329729148507909 0.0016599631638763322 0.0017409501549484256 0.0015858697002658513 0.0016327494878910886 0.0014474878973984959 0.001759401114364109 0.0021177792815831355 0.0016538826283788099 0.0019876836114889364 0.0018948822176880775 0.0013187800786208137 0.0015884547915313277
leaf_weight=53 91 57 65 73 71 77 52 82 71 55 63 87 54 62 73 69 78 67 76 55 57 1046 56 59 94 89 55 63
leaf_count=53 91 57 65 73 71 77 52 82 71 55 63 87 54 62 73 69 78 67 76 55 57 1046 56 59 94 89 55 63
internal_value=0 0.00161963 0.0013504 0.0014253 0.000612624 0.000782046 0.00125995 0.00100214 0.00173512 0.00168163 0.0014116 0.00176783 0.0015514 0.00133915 0.000507246 0.00179856 0.0014524 0.00148544 0.00136874 0.00142607 0.00178416 0.00176144 0.00177764 0.00190539 0.00187222 0.00179905 0.0015416 0.00146306
internal_weight=0 2638 792 727 312 241 442 189 1846 285 118 1632 203 116 150 1429 253 214 147 107 1376 1159 1102 217 167 148 196 118
internal_count=2950 2638 792 727 312 241 442 189 1846 285 118 1632 203 116 150 1429 253 214 147 107 1376 1159 1102 217 167 148 196 118
is_linear=0
shrinkage=0.0032998


Tree=3877
num_leaves=29
num_cat=0
split_feature=1 3 1 4 2 2 15 43 12 3 43 15 0 49 3 3 0 3 49 3 4 43 4 160 12 3 159 2
split_gain=1.84426 0.838736 0.594721 0.726393 0.771302 1.6439 0.557756 0.53791 0.718246 0.538289 0.663231 0.465622 0.689159 0.475708 0.456843 0.389838 0.371966 0.372779 0.383188 0.468621 0.420737 0.366087 0.357958 0.303484 0.506456 0.2882 0.306126 0.203432
threshold=0.14195000000000002 0.14813000000000001 0.087505000000000013 -0.081204999999999986 1.0000000180025095e-35 0.10155500000000002 0.039965000000000007 -0.036849999999999994 0.10011000000000002 -0.015979999999999998 -0.083209999999999992 -0.10271999999999999 -0.080064999999999983 -0.067149999999999987 -0.080694999999999975 -0.015979999999999998 -0.11214999999999999 -0.12077499999999998 -0.012224999999999998 -0.072649999999999978 0.0015850000000000003 -0.051834999999999992 -0.021269999999999997 -1.0000000180025095e-35 0.085465000000000013 -0.075579999999999994 0.10254000000000001 0.089165000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 16 6 7 -6 15 9 22 10 -5 12 -7 -13 -12 -4 23 -18 27 25 21 -21 -9 -1 -25 26 -20 -19
right_child=1 -3 3 4 5 11 -8 8 -10 -11 14 13 -14 -15 -16 -17 17 18 19 20 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=0.0094781857251293074 0.0032388300822716438 -0.02582374263283839 0.016002183395310832 0.019511548491436811 -0.026703756462780358 0.018691465191341152 0.025924707394744322 0.013302011232019252 -0.0023367544721130395 -0.010942050197952696 -0.01197859463691101 0.0090478553382262079 -0.0046938446202687816 -0.011377403689842037 0.0068332541288179567 -0.0027764598112526469 -0.00029882600875207993 0.013529020694058508 0.012021017377597074 0.020292063110687156 -0.0046345666371263661 0.0033876966193926859 0.029090716617187838 0.034790422022478652 0.012275424983401015 0.024079485738760963 -0.00052733064980372939 0.028031487137726907
leaf_weight=65 52 61 76 83 62 95 84 95 53 57 52 52 57 85 123 53 84 56 994 56 99 104 72 59 55 53 58 55
leaf_count=65 52 61 76 83 62 95 84 95 53 57 52 52 57 85 123 53 84 56 994 56 99 104 72 59 55 53 58 55
internal_value=0 -0.0124339 0.00948312 0.00641524 0.00429104 -0.001835 0.0152427 0.00831353 0.0147017 0.00384625 0.00712039 0.00349395 0.00991015 -0.00361164 0.00123318 0.008273 0.011422 0.0105851 0.0112062 0.0104297 0.00397627 0.00931545 0.0201199 0.0187009 0.0239437 0.0119407 0.0113275 0.0207311
internal_weight=0 113 2837 1099 886 351 213 535 220 315 258 289 152 137 175 129 1738 1559 1475 1364 259 160 167 179 114 1105 1052 111
internal_count=2950 113 2837 1099 886 351 213 535 220 315 258 289 152 137 175 129 1738 1559 1475 1364 259 160 167 179 114 1105 1052 111
is_linear=0
shrinkage=0.16829


Tree=3878
num_leaves=12
num_cat=0
split_feature=9 9 149 14 156 483 160 159 159 13 483
split_gain=0.712525 0.742372 0.464069 0.314887 0.272494 0.291051 0.478776 0.324071 0.502167 0.186885 0.182136
threshold=-1.0000000180025095e-35 0.093335000000000015 0.079475000000000004 -0.4024299999999999 -0.081769999999999995 0.085850000000000024 -0.072489999999999985 0.11396500000000001 0.10545500000000001 -0.077034999999999978 0.091820000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 7 10 8 -6 -9 -7
right_child=1 -3 -4 4 5 6 -8 9 -10 -11 -12
leaf_value=-0.0066217456330563695 -0.0041226799121397003 -0.012225439734926334 0.021906936823835852 0.017558427622443758 0.0071412638885389708 0.025887400795495227 0.0021847590767712041 -0.0092041745801984352 0.023584862909618608 0.0050536660108670278 0.014147156647113022
leaf_weight=102 62 52 67 82 2186 59 76 52 54 52 106
leaf_count=102 62 52 67 82 2186 59 76 52 54 52 106
internal_value=0 0.00768433 0.00805525 0.00771452 0.00799038 0.00768617 0.0132639 0.00711193 0.00753847 -0.00205798 0.0183561
internal_weight=0 2848 2796 2729 2667 2585 241 2344 2240 104 165
internal_count=2950 2848 2796 2729 2667 2585 241 2344 2240 104 165
is_linear=0
shrinkage=0.16829


Tree=3879
num_leaves=27
num_cat=0
split_feature=1 1 14 12 0 1 10 0 43 4 4 13 4 4 52 52 15 15 52 12 0 13 160 15 0 4
split_gain=42.5565 9.66851 3.96949 3.29412 3.08004 3.35695 2.96493 2.17868 1.95738 2.54485 1.56388 1.30356 1.153 1.09385 1.06894 0.943614 0.8316 0.756551 0.703648 0.669774 0.667313 0.764111 0.527555 0.521362 0.313966 0.261299
threshold=0.10575500000000002 0.13130500000000003 0.073890000000000011 0.023990000000000004 -0.13955999999999996 0.085720000000000005 -0.0062549999999999993 -0.073104999999999989 -0.080064999999999983 -0.50139499999999992 0.48395000000000005 -0.013819999999999997 0.022635000000000006 0.049545000000000006 1.0000000180025095e-35 0.13759500000000005 -0.095244999999999982 -0.077474999999999988 -0.068039999999999975 0.092605000000000007 -0.0058249999999999994 -0.051009999999999993 0.062030000000000009 0.0047550000000000005 -0.082784999999999984 -0.017399999999999995
decision_type=2 2 2 2 2 2 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 17 5 -1 -3 13 11 -10 -8 -9 -5 15 19 22 -7 18 -2 -15 21 -11 23 -6 -17 -24
right_child=1 6 -4 12 7 16 10 8 9 20 -12 -13 -14 14 -16 24 -18 -19 -20 -21 -22 -23 25 -25 -26 -27
leaf_value=0.0025099958305787621 0.00094835055687825958 0.00020827405599230071 0.002964567873610287 0.0022732047678175396 0.0023131264612105519 0.001783815895778072 0.0013789587933154923 0.0022186525922547112 0.002767135737997117 0.002007628487046058 0.00071779791563018793 0.0015855692279262315 0.0017280635612215486 0.0021592427410807289 0.0024464360853913678 0.0020178850046707079 0.0011957945517782013 0.0016431147667145098 0.0014150688467081463 0.0016547952902814039 0.0017968400135328717 0.0023951442326339517 0.0028133264789474604 0.0024654892523903369 0.0023047233703432858 0.0025017469695580619
leaf_weight=52 58 69 93 79 414 52 74 55 81 122 83 102 93 65 72 83 54 75 92 53 62 105 54 643 91 74
leaf_count=52 58 69 93 79 414 52 74 55 81 122 83 102 93 65 72 83 54 75 92 53 62 105 54 643 91 74
internal_value=0 0.00132417 0.00229536 0.0016344 0.00226749 0.00182229 0.000779033 0.00230136 0.00211744 0.00224883 0.00102965 0.00180757 0.00197865 0.0023639 0.00212773 0.0023969 0.00148459 0.00137109 0.00123484 0.00193297 0.00210344 0.00218703 0.00243046 0.00240585 0.0021681 0.00263347
internal_weight=0 623 2327 397 2234 158 226 2076 527 370 157 157 172 1549 190 1359 106 225 150 118 289 227 1185 1057 174 128
internal_count=2950 623 2327 397 2234 158 226 2076 527 370 157 157 172 1549 190 1359 106 225 150 118 289 227 1185 1057 174 128
is_linear=0
shrinkage=0.0032998


Tree=3880
num_leaves=17
num_cat=0
split_feature=44 43 0 3 13 3 43 3 2 2 12 159 3 3 52 3
split_gain=0.584316 0.580947 0.533879 0.502732 0.814937 0.679537 0.497312 0.593955 0.458804 0.439802 0.389842 0.380811 0.374399 0.502562 0.361824 0.0518635
threshold=0.081710000000000019 -0.15961499999999998 -0.16423499999999996 -0.14884499999999998 0.06301000000000001 -0.10859999999999999 -0.23538999999999996 -0.062694999999999987 0.083185000000000023 0.11203000000000002 -0.097314999999999985 0.11544000000000001 0.0025650000000000004 -0.012504999999999997 0.081945000000000018 -0.24190499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 9 4 -4 -5 7 14 12 -3 -10 -12 13 -7 -1 -6
right_child=-2 2 3 5 15 8 -8 -9 10 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.010197714645613178 0.026114847314618238 0.0079549573750939961 0.031194541080180639 -0.0082732250313638026 0.012701812922183999 0.0055640068410250428 -0.013756630561620296 0.018323307780558878 0.025066149842954851 -0.0093445030326943582 0.011323818043010239 -0.001449722368988717 -0.0066490205217594979 0.022509887130270544 0.0081537996635452584 0.0053757236410068437
leaf_weight=68 55 92 80 61 54 511 53 61 56 76 1449 69 61 55 55 58
leaf_count=68 55 92 80 61 54 511 53 61 56 76 1449 69 61 55 55 58
internal_value=0 0.00858581 0.00930709 0.00993542 0.0182127 0.00923204 0.000598473 0.00474313 0.00971801 0.000118317 0.0112528 0.010742 0.0058623 0.00721387 -0.00197715 0.00892399
internal_weight=0 2859 2622 2454 192 2262 237 184 2201 168 1574 1518 627 566 123 112
internal_count=2914 2859 2622 2454 192 2262 237 184 2201 168 1574 1518 627 566 123 112
is_linear=0
shrinkage=0.16829


Tree=3881
num_leaves=24
num_cat=0
split_feature=1 1 12 39 12 1 3 40 52 3 3 16 16 52 1 1 12 12 51 52 157 49 12
split_gain=35.9695 7.0195 5.25109 2.74117 1.92003 1.47196 1.22348 0.998542 0.994887 0.972217 0.850228 1.75765 0.773764 0.603702 0.54522 0.50496 1.32357 0.774568 0.48063 0.437808 0.42617 0.382355 0.271627
threshold=0.10471000000000001 0.13074500000000003 0.085075000000000026 0.0047850000000000011 0.11878500000000002 0.088035000000000016 0.0025650000000000004 -0.07334499999999998 0.037045000000000002 0.10402500000000002 -0.012504999999999997 -1.0000000180025095e-35 -0.085264999999999994 -0.11480999999999998 0.11319000000000001 0.083250000000000005 0.085845000000000019 0.091495000000000007 0.077730000000000007 -0.081674999999999984 -0.0066899999999999989 -0.0019649999999999997 0.099370000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 9 -5 21 -3 12 10 15 -12 -9 -4 -8 17 -17 18 -1 -18 -19 -2 -15
right_child=1 7 13 5 -6 -7 14 8 -10 -11 11 -13 -14 22 -16 16 19 20 -20 -21 -22 -23 -24
leaf_value=0.0017074107034498044 0.0006798023563856009 -8.0402515389165529e-05 0.0017267637223359229 0.0014698333839816336 0.0011148931596116983 0.00075895889389391332 0.0011769796356829671 -4.4459887442619766e-05 0.00078668891529627325 0.0012303520632831796 0.0016300288899055648 0.0023520548608028579 0.00047879550659382783 0.001471851412890552 0.00072661796878191909 0.0010721469150513756 0.0018842397369304262 0.0012821114557396679 0.0019603627184472398 0.0015698928632118297 0.0016026241712464016 0.00031115979395815793 0.0011293877317268533
leaf_weight=837 52 63 57 68 75 60 53 56 52 58 99 59 68 52 67 56 58 52 93 333 418 76 52
leaf_count=837 52 63 57 68 75 60 53 56 52 58 99 59 68 52 67 56 58 52 93 333 418 76 52
internal_value=0 0.000725113 0.000987684 0.00160685 0.00163497 0.00113689 0.000686157 0.00027563 0.000403274 0.00165386 0.00166609 0.00189987 0.000242203 0.00145193 0.000925821 0.00164607 0.00154848 0.00167721 0.00173274 0.00161661 0.00156724 0.000461196 0.00130096
internal_weight=0 648 409 2266 2138 128 248 239 176 2063 2005 158 124 161 120 1847 447 1400 930 391 470 128 104
internal_count=2914 648 409 2266 2138 128 248 239 176 2063 2005 158 124 161 120 1847 447 1400 930 391 470 128 104
is_linear=0
shrinkage=0.0032998


Tree=3882
num_leaves=26
num_cat=0
split_feature=1 3 123 1 4 1 48 52 49 1 0 3 157 1455 0 3 4 1 3 0 157 133 4 0 52
split_gain=32.2653 6.14696 2.4189 2.27701 2.25936 2.28401 1.18245 1.13873 1.11475 2.74935 2.00547 0.999138 1.25923 1.30499 0.921587 0.950301 0.782095 0.72404 0.711734 1.63139 0.70568 0.49782 0.407801 0.382622 0.320835
threshold=0.10471000000000001 -0.049204999999999992 1.0000000180025095e-35 0.12220000000000002 -0.065239999999999979 0.12829500000000002 0.014805 -0.090084999999999985 -0.0096099999999999988 0.085780000000000009 -0.13619499999999998 -0.096099999999999977 -0.07692499999999998 0.093155000000000002 -0.10998999999999999 0.057935000000000007 0.053925000000000008 0.11366000000000001 -0.17010999999999998 -0.068419999999999995 -0.08577499999999999 0.046800000000000008 -0.084044999999999995 -0.09466999999999999 -0.013914999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 7 -3 6 -6 -2 9 23 22 18 20 16 -7 -16 -14 -9 -12 21 -13 -20 -10 -1 -25
right_child=1 4 -4 -5 5 14 -8 17 10 -11 11 12 13 -15 15 -17 -18 -19 19 -21 -22 -23 -24 24 -26
leaf_value=0.00214899889265684 0.0020393539954672454 0.0014216288855459025 0.0013183716771601219 0.0009286554294482167 0.0012083995208164433 0.00077367560824519242 0.00067339326254709322 0.0011984503976895623 0.0024931782736713633 0.0011912153450676453 0.0020093360299470501 0.0020110127407441647 0.001922692983485103 0.0013663909240904121 0.00051549327817384247 -6.306171067754608e-05 0.0016765804731528203 0.0017377150969482766 0.0015428376925993032 0.0011089108168297222 0.0024784811328268236 0.00195995098204099 0.0021312188108783669 0.0019595022970154384 0.0016227121514721843
leaf_weight=52 56 52 89 66 93 57 88 57 58 87 54 94 1152 54 72 54 163 53 56 57 58 74 89 71 58
leaf_count=52 56 52 89 66 93 57 88 57 58 87 54 94 1152 54 72 54 163 53 56 57 58 74 89 71 58
internal_value=0 0.00101779 0.00185292 0.00144832 0.000777596 0.000685494 0.000948481 0.00165473 0.00187476 0.00167437 0.00190287 0.00187187 0.00190331 0.0018715 0.00042519 0.000267262 0.00189221 0.0014586 0.00167325 0.00157601 0.00218962 0.00178054 0.00227427 0.00190641 0.00180835
internal_weight=0 648 2266 232 416 364 181 166 2177 268 1909 1762 1521 1369 183 126 1315 110 241 187 152 130 147 181 129
internal_count=2914 648 2266 232 416 364 181 166 2177 268 1909 1762 1521 1369 183 126 1315 110 241 187 152 130 147 181 129
is_linear=0
shrinkage=0.0032998


Tree=3883
num_leaves=18
num_cat=0
split_feature=1 13 13 1375 3 2 158 3 15 3 49 3 15 10 13 13 15
split_gain=0.77448 0.410237 0.518899 0.530896 0.50876 0.466149 0.377212 0.537676 0.449028 0.558205 0.377552 0.53669 0.352777 0.222738 0.174484 0.352826 0.0555524
threshold=0.12257000000000003 -0.14022999999999999 -0.092984999999999984 -0.096734999999999988 -0.082154999999999992 0.096685000000000007 -0.45527999999999996 -0.0037099999999999998 -0.10328999999999998 0.086845000000000019 -0.078789999999999985 -0.026279999999999998 -0.013084999999999998 -0.23313499999999995 -0.0029949999999999998 -0.15747499999999998 -0.033234999999999994
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 -1 -5 10 -9 -10 12 -12 -8 -2 15 -15 -6
right_child=13 2 3 6 16 -7 7 8 9 -11 11 -13 -14 14 -16 -17 -18
leaf_value=0.029617240075243655 0.011442756010699544 -0.012462112771110857 -0.0058985689535751293 -0.0014900438368478672 0.01130404707981615 0.010428029442824067 -0.0056098090101401573 0.0072346475713329214 0.036053128836545871 0.016410961037316638 0.011870303510866004 -0.00091859913589351994 0.012079616005995037 0.0049202463912183846 0.0048274113941381641 -0.011713077196274034 0.0036037758437142938
leaf_weight=67 53 54 53 65 55 78 76 69 63 119 1710 98 55 65 100 81 53
leaf_count=67 53 54 53 65 55 78 76 69 63 119 1710 98 55 65 100 81 53
internal_value=0 0.0105939 0.0100817 0.010728 0.000862769 0.0193072 0.0111196 0.0114946 0.0188328 0.02322 0.0105438 0.0111761 0.00180333 0.00154535 -0.000579711 -0.00429553 0.00754185
internal_weight=0 2615 2470 2308 162 145 2255 2190 251 182 1939 1808 131 299 246 146 108
internal_count=2914 2615 2470 2308 162 145 2255 2190 251 182 1939 1808 131 299 246 146 108
is_linear=0
shrinkage=0.16829


Tree=3884
num_leaves=24
num_cat=0
split_feature=1 3 1 1 150 40 2 2 2 2 52 43 13 52 1 51 52 12 13 3 1212 52 13
split_gain=28.9723 5.10029 2.12655 2.03612 3.19789 1.40743 1.3961 1.50647 1.09244 1.00898 0.841714 0.796713 0.723906 0.684206 0.60385 0.493445 0.585883 0.980875 0.481377 0.422898 0.398458 0.30042 0.214787
threshold=0.10471000000000001 -0.053364999999999996 0.12220000000000002 0.092845000000000025 1.0000000180025095e-35 -0.085759999999999989 -1.0000000180025095e-35 0.11203000000000002 0.10523 0.11366500000000002 0.056265000000000009 -0.078169999999999976 -0.14022999999999999 -0.029304999999999998 0.13074500000000003 0.11178000000000002 0.08321000000000002 0.084565000000000015 -0.095574999999999979 -0.075154999999999986 0.092360000000000012 -0.12367499999999999 -0.070154999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 9 11 -3 -7 -8 -2 12 14 -5 -1 -13 -9 16 18 -18 -14 -19 -20 -11 -15
right_child=1 5 -4 4 -6 6 7 10 -10 21 -12 13 15 22 -16 -17 17 19 20 -21 -22 -23 -24
leaf_value=0.0019369605501283725 0.001618694029342423 8.7019236413964077e-05 0.00064743595969772442 0.0011220637517694802 0.0006050135945866134 0.00024856351809464963 0.001165990472650316 0.00066868010453709009 0.0010778376774929115 0.0015439381189535683 0.00094746246120965027 0.001897763327733986 0.0012857781631601904 0.0016104678163585005 0.00025535536253494512 0.0013591388825989685 0.0020273359582985567 0.0016899150470852593 0.0016115394699055374 0.0014236378873428478 0.0013426370676819597 0.0012377171902636197 0.0013259992567231998
leaf_weight=79 89 59 61 53 57 79 70 85 76 56 58 54 60 53 71 82 89 455 914 78 66 100 70
leaf_count=79 89 59 61 53 57 79 70 85 76 56 58 54 60 53 71 82 89 455 914 78 66 100 70
internal_value=0 0.000774793 0.00117497 0.00156615 0.00130575 0.000560396 0.000637239 0.000745232 0.00136979 0.0016039 0.000607436 0.00147926 0.00162579 0.00158601 0.00048079 0.00161167 0.00162411 0.00170492 0.00157575 0.00165101 0.00159347 0.00134787 0.00144886
internal_weight=0 648 226 2266 287 422 363 284 165 1979 214 230 1823 177 156 1744 1662 622 1040 533 980 156 123
internal_count=2914 648 226 2266 287 422 363 284 165 1979 214 230 1823 177 156 1744 1662 622 1040 533 980 156 123
is_linear=0
shrinkage=0.0032998


Tree=3885
num_leaves=20
num_cat=0
split_feature=1 3 4 39 4 1 4 12 4 4 15 3 4 16 4 1 1 3 1
split_gain=31.3738 6.09558 3.60487 3.41516 2.22913 1.60867 1.51912 1.48524 1.35423 1.32762 1.3036 1.01908 0.960481 0.855134 0.667826 0.582469 0.563981 0.232472 0.157484
threshold=0.10398500000000001 -0.049204999999999992 0.41939500000000002 0.0039300000000000003 -0.064209999999999989 0.12765500000000005 0.24099500000000004 0.11878500000000002 -0.50139499999999992 0.056815000000000011 -0.07879499999999999 0.085090000000000013 0.50944500000000004 -0.14669499999999996 0.032770000000000001 0.122075 0.10970000000000001 -0.082394999999999982 0.11417500000000001
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 15 6 -3 9 7 8 -1 -6 -5 13 -7 17 -15 16 -2 -10 -11
right_child=1 4 -4 10 5 12 -8 -9 11 18 -12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0018989270848373597 0.0011174785824958795 0.00098804683778577524 0.00032009120208022213 0.0011829171227776606 0.00017737115851297494 0.00028155566601313029 0.00099478953067802869 0.0010133214760404089 0.0019268825441952886 0.00087458260499192499 0.0005068893090603698 0.0011546571761452205 -0.00020176275561036632 0.0014953154860527034 0.0012320356392470119 0.00093464613893958978 0.0015298535310130921 0.0016275749302649184 0.00061509322256184215
leaf_weight=88 67 57 61 78 78 100 73 72 56 53 52 101 81 1598 114 52 81 63 52
leaf_count=88 67 57 61 78 78 100 73 72 56 53 52 101 81 1598 114 52 81 63 52
internal_value=0 0.000626785 0.00102307 0.00143297 0.000381021 0.000285868 0.00146418 0.00148055 0.00149718 0.000504061 0.000912777 0.00147887 6.50694e-05 0.00149673 0.0014778 0.00123731 0.00134341 0.00176872 0.000746409
internal_weight=0 682 261 2295 421 364 2165 2092 2020 183 130 1932 181 1831 1712 200 148 119 105
internal_count=2977 682 261 2295 421 364 2165 2092 2020 183 130 1932 181 1831 1712 200 148 119 105
is_linear=0
shrinkage=0.0032998


Tree=3886
num_leaves=26
num_cat=0
split_feature=4 12 2 2 2 43 4 2 4 12 52 42 2 457 41 13 2 42 16 475 4 12 16 16 4
split_gain=41.6638 16.0821 8.38185 7.04697 4.8738 3.59078 1.95144 1.56624 1.53393 1.29353 1.20836 1.04454 0.916211 0.780716 0.79073 0.896689 1.01272 0.753681 0.744376 0.716378 0.675722 0.627323 0.59682 0.703388 0.160185
threshold=0.31392000000000003 0.078120000000000009 0.10803500000000001 0.13388500000000003 0.14073000000000005 -0.041049999999999996 -0.22295999999999996 -0.0098549999999999974 -0.00076499999999999995 0.092855000000000007 -0.046194999999999993 -0.095444999999999988 0.089865000000000014 0.087195000000000009 0.075585000000000013 -0.092844999999999997 0.088755000000000014 0.11466000000000001 -0.020389999999999995 -0.061639999999999993 -0.0086549999999999978 0.083885000000000015 -0.53242499999999993 -0.15693499999999996 -0.072659999999999988
decision_type=2 2 2 2 2 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 22 7 -7 -1 -8 13 -4 -11 -10 14 15 16 -3 18 20 -20 -13 -17 -2 -24 -19
right_child=4 3 10 -5 -6 6 8 -9 12 11 -12 17 -14 -15 -16 21 -18 24 19 -21 -22 -23 23 -25 -26
leaf_value=0.00090525229566606764 0.0011794034773140885 0.002160141522519025 0.00067064676335421632 0.00092844570071569257 -7.2616194985577613e-06 0.0025292772544303439 0.0014603339303692214 0.0016386925674393396 0.0023879764367005195 0.0023953155221888823 0.001207928927363556 0.0023194514566917202 0.0017811377942314232 0.002596636615184088 0.002574342612036548 0.0019498321951657411 0.0015664335036265819 0.0018816307908878208 0.0022746940558221723 0.0018462705236303005 0.0019835139162721225 0.0022426057440655236 0.0006707676033383366 0.0011419670021927538 0.0016243956868046609
leaf_weight=53 85 81 98 52 75 62 69 80 56 85 86 158 54 59 61 89 52 58 54 217 115 969 101 53 55
leaf_count=53 85 81 98 52 75 62 69 80 56 85 86 158 54 59 61 89 52 58 54 217 115 969 101 53 55
internal_value=0 0.00199722 0.00149895 0.00212929 0.000726152 0.00178272 0.0020232 0.00134668 0.00184772 0.00215969 0.000921959 0.00204898 0.00209039 0.00222232 0.00220465 0.00218569 0.00192828 0.00200412 0.00205544 0.00193177 0.00217807 0.00221801 0.00095645 0.000833162 0.00175674
internal_weight=0 2663 558 2105 314 374 241 133 179 2053 184 742 110 1311 1252 1191 133 657 544 271 273 1058 239 154 113
internal_count=2977 2663 558 2105 314 374 241 133 179 2053 184 742 110 1311 1252 1191 133 657 544 271 273 1058 239 154 113
is_linear=0
shrinkage=0.0032998


Tree=3887
num_leaves=25
num_cat=0
split_feature=1 52 47 39 1 12 11 12 160 1 1429 10 12 49 1 12 4 51 1 12 1 12 4 43
split_gain=57.686 11.8191 8.09908 7.23141 4.5176 3.93253 3.76914 2.94303 2.20273 1.96051 1.95793 1.85688 1.81776 1.86346 2.34189 1.65312 1.0936 1.09224 1.06195 0.984178 0.820229 0.729351 0.602748 0.306861
threshold=0.10398500000000001 -0.41694999999999993 0.078345000000000012 0.0039300000000000003 0.12765500000000005 0.088325000000000015 1.0000000180025095e-35 0.093185000000000004 -1.0000000180025095e-35 0.086215000000000014 0.084845000000000018 -0.063134999999999983 0.092755000000000018 -0.020454999999999997 0.085780000000000009 0.089085000000000011 0.066300000000000012 -0.032999999999999995 0.11215000000000001 0.11878500000000002 0.092235000000000025 -0.053404999999999987 -0.084854999999999986 0.061295000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 8 10 -8 -3 -5 12 -6 13 14 -1 -4 20 -12 -10 22 -15 -13 -14 -24
right_child=1 2 15 9 11 -7 7 -9 18 -11 17 21 19 16 -16 -17 -18 -19 -20 -21 -22 -23 23 -25
leaf_value=0.0023278164338772301 0.0024467010677848506 0.0013844429066826951 0.0013689497952055791 0.0018785309071548491 -0.00010505255852731687 0.0017942149151892316 0.0032048715123005377 0.0022444758357397163 0.00034664289345980693 0.00106257457611595 0.0015805055439435105 0.00039610882084563148 0.0024985641227220083 0.0024166729503063058 0.0014696071567558337 0.0020516984159089286 0.0019873427943780898 0.0021888661619378393 0.00095492483159793137 0.001752682262894788 0.0028340493463983574 0.00085793143964322085 0.0021054565559137455 0.0023268806341271873
leaf_weight=98 71 58 89 71 52 65 88 58 73 59 66 78 63 1047 54 69 63 64 55 63 55 72 357 89
leaf_count=98 71 58 89 71 52 65 88 58 73 59 66 78 63 1047 54 69 63 64 55 63 55 72 357 89
internal_value=0 0.00117202 0.00102384 0.00226517 0.000799323 0.00109503 0.00231059 0.00282359 0.000850505 0.00150848 0.00227347 0.000431707 0.00230051 0.00236823 0.00202316 0.00166734 0.00241322 0.00188028 0.000608289 0.00214454 0.00243754 0.000618019 0.00219297 0.00214972
internal_weight=0 682 611 2295 453 251 2165 146 186 130 2019 202 1889 1317 152 158 1165 130 128 572 1102 150 509 446
internal_count=2977 682 611 2295 453 251 2165 146 186 130 2019 202 1889 1317 152 158 1165 130 128 572 1102 150 509 446
is_linear=0
shrinkage=0.0032998


Tree=3888
num_leaves=18
num_cat=0
split_feature=4 3 39 3 2 48 4 0 3 15 123 0 0 0 3 2 3
split_gain=54.9098 19.7979 17.6042 4.45444 3.54483 3.53991 2.62736 3.65371 1.85945 1.66857 1.5234 1.49761 1.6502 1.29577 1.20043 0.522036 0.184648
threshold=0.31392000000000003 0.25089000000000006 0.0039300000000000003 0.17351000000000003 0.10836000000000003 0.091775000000000009 -0.17568999999999999 -0.063819999999999988 -0.059315 -0.033234999999999994 0.086020000000000013 -0.22745499999999999 -0.14867499999999997 -0.105195 -0.15624499999999999 0.11621000000000002 -0.087864999999999985
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 6 9 14 11 15 -4 13 -8 -13 -2 -1 16 -6
right_child=3 -3 5 -5 8 -7 7 -9 -10 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=0.0027764478262577918 0.0010053185547602838 6.1995336482072137e-05 0.0014864451983398691 -0.000465052421909502 0.002063454241676194 0.00028528187586022036 0.0014770227448091706 0.0012702728034287385 0.0011860947680135516 0.00077160157377200898 0.00014399974373435309 0.0024503065947877865 0.0019635053165057603 0.0004348639270604898 0.0021677616572558394 0.0015721404623554216 0.0017761678334211341
leaf_weight=55 81 70 93 61 52 64 66 86 91 58 78 80 1705 94 102 89 52
leaf_count=55 81 70 93 61 52 64 66 86 91 58 78 80 1705 94 102 89 52
internal_value=0 0.00179418 0.00184093 0.000335054 0.0019227 0.000936376 0.00196969 0.00193631 0.00157613 0.0012121 0.000528105 0.00196724 0.00198534 0.000699104 0.00238122 0.00175985 0.00192015
internal_weight=0 2663 2593 314 2378 215 2094 1937 284 151 253 1851 1785 175 157 193 104
internal_count=2977 2663 2593 314 2378 215 2094 1937 284 151 253 1851 1785 175 157 193 104
is_linear=0
shrinkage=0.0032998


Tree=3889
num_leaves=23
num_cat=0
split_feature=1 11 130 0 15 15 123 11 11 0 160 1186 133 51 484 160 0 11 1212 15 0 47
split_gain=1.63799 0.884101 0.699038 0.528221 0.869801 0.538968 0.577383 0.430312 0.803076 0.692607 1.92814 0.466763 0.417638 0.677584 0.519149 0.345729 0.341822 0.23931 0.220295 0.142928 0.137858 0.116954
threshold=0.10123500000000001 0.084110000000000004 -0.073954999999999979 -0.081024999999999986 -0.09416999999999999 -0.039149999999999997 0.085705000000000017 0.084110000000000004 1.0000000180025095e-35 -0.12368999999999998 0.0044600000000000013 0.084620000000000015 0.094525000000000012 -0.031924999999999995 0.11749000000000001 -0.017574999999999997 -0.071379999999999985 0.091055000000000011 0.090175000000000019 -0.24511999999999998 -0.053834999999999994 0.082930000000000018
decision_type=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 19 8 9 10 -1 12 14 -14 18 -6 -15 -3 -11 -4 -17 -21
right_child=1 17 3 4 15 -7 -8 -9 -10 11 -12 -13 13 16 -16 20 -18 -19 -20 21 -22 -23
leaf_value=-0.016398710179640986 -0.015604174972686936 0.026843535709798558 0.014278848182880388 -0.003754165129611217 0.0037207705947765357 -0.015966359504793224 -0.012298631357620006 -0.00033120878296215669 0.03221609813451317 0.01736341273071923 0.021651806626564598 0.029991680863092045 -0.0078653766484990274 0.0090652177202613562 0.0014516331368383151 0.026346063913783246 0.020428027774298578 0.011686084862486875 0.010446714897149892 0.009174533287257005 0.015784824879115283 -0.0016503874274764953
leaf_weight=73 53 55 60 96 52 53 54 54 73 1262 78 58 53 249 67 56 108 65 147 60 98 53
leaf_count=73 53 55 60 96 52 53 54 54 73 1262 78 58 53 249 67 56 108 65 147 60 98 53
internal_value=0 0.00539805 0.00289125 0.00457863 0.00946083 -0.000680753 0.00288022 0.0144755 0.0148451 0.0142389 0.00324463 0.015092 0.0146328 0.00986976 0.0159547 0.015628 0.0125077 0.0186482 0.0166431 0.00762851 0.0196369 0.00408146
internal_weight=0 755 635 582 302 280 227 2222 2168 2095 151 1944 1886 410 1476 206 357 120 1409 173 154 113
internal_count=2977 755 635 582 302 280 227 2222 2168 2095 151 1944 1886 410 1476 206 357 120 1409 173 154 113
is_linear=0
shrinkage=0.16829


Tree=3890
num_leaves=20
num_cat=0
split_feature=1 150 4 1 160 48 39 15 1 4 472 15 130 4 4 4 402 52 401
split_gain=0.939861 0.846386 0.773338 0.796713 0.654431 0.565342 0.733254 0.391774 0.484942 0.363505 0.331107 0.369831 0.299704 0.321554 0.47626 0.470316 0.317931 0.312654 0.158021
threshold=0.10442000000000001 0.083205000000000015 0.62426000000000015 0.11039500000000001 -0.53864499999999993 0.08956500000000002 0.089810000000000015 -0.41725999999999991 0.12220000000000002 0.38865500000000003 -0.081234999999999988 -0.23031999999999997 -0.081969999999999987 0.049545000000000006 0.067120000000000013 0.23355000000000001 0.090840000000000018 -0.08403999999999999 0.11061500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 6 7 -5 -9 -3 -6 -12 -13 16 -15 -16 17 -14 -18
right_child=1 9 -4 5 10 -7 -8 8 -10 -11 11 12 13 14 15 -17 18 -19 -20
leaf_value=0.027923103186989887 -0.0014843972556644995 -0.011986671521413653 -0.010190470187271991 0.036340713987409207 0.025037861340396331 0.0046278872470183249 0.0035414916303073956 0.028490566985340464 0.0071696048539625027 0.0055645223429483161 0.02637756626761267 0.0015063709282492508 0.016422340132080288 -0.0032840251456276461 0.019003597604813387 0.0015952254062871108 0.016582235289734563 0.010991049537109079 0.027466670456650438
leaf_weight=83 103 90 52 59 60 99 60 73 52 53 52 75 410 87 107 75 127 1142 55
leaf_count=83 103 90 52 59 60 99 60 73 52 53 52 75 410 87 107 75 127 1142 55
internal_value=0 0.00593494 0.00921321 0.0114796 0.013237 0.0153778 0.019732 0.0250018 0.0196354 -0.00546912 0.0126796 0.0123306 0.0119783 0.0123695 0.0069417 0.0118397 0.0132105 0.012427 0.0198814
internal_weight=0 641 498 446 2273 343 244 184 125 143 2190 2130 2078 2003 269 182 1734 1552 182
internal_count=2914 641 498 446 2273 343 244 184 125 143 2190 2130 2078 2003 269 182 1734 1552 182
is_linear=0
shrinkage=0.16829


Tree=3891
num_leaves=13
num_cat=0
split_feature=13 160 0 12 124 4 157 1455 157 43 4 0
split_gain=0.67898 0.555417 0.598456 1.03228 0.577598 0.439214 0.940851 0.561145 0.524154 0.43831 0.235358 0.22792
threshold=-0.27740999999999993 -0.53864499999999993 0.148925 -0.098524999999999988 -0.087104999999999988 -0.047714999999999987 -0.0041249999999999993 -0.079434999999999992 -0.099269999999999983 -0.00045499999999999995 0.0072100000000000003 0.044695000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 -3 -5 6 11 -7 -9 -8 -1 -6
right_child=1 2 -4 4 5 7 9 8 -10 -11 -12 -13
leaf_value=-0.0086220822904552429 0.023505191781871371 0.032399308526836763 -0.0078596803377574374 -0.0076852398085308238 0.035355181255976385 0.024674085886901297 0.013506607952142181 -0.0066385803156602408 0.0081175791686109149 0.0063078832088619636 0.0050758720404153607 0.019772874621686577
leaf_weight=70 87 58 53 53 53 55 669 72 1242 375 72 55
leaf_count=70 87 58 53 53 53 55 669 72 1242 375 72 55
internal_value=0 0.0102566 0.00982663 0.0101835 0.00968217 0.010048 0.0124723 0.00800667 0.00730766 0.0109226 -0.00166399 0.0274364
internal_weight=0 2772 2685 2632 2574 2521 1152 1369 1314 1044 142 108
internal_count=2914 2772 2685 2632 2574 2521 1152 1369 1314 1044 142 108
is_linear=0
shrinkage=0.16829


Tree=3892
num_leaves=20
num_cat=0
split_feature=4 3 3 15 157 0 16 4 3 4 0 4 159 12 16 16 51 0 51
split_gain=16.5935 5.82546 3.04072 2.2947 1.76485 1.38672 1.25986 1.17623 1.69145 0.847075 1.3048 0.742632 0.715144 0.546756 0.509345 0.476221 1.07614 0.420282 0.304031
threshold=0.31392000000000003 0.28833000000000003 -0.07106999999999998 -0.43091499999999999 -0.082009999999999986 -0.07087499999999998 -0.00040499999999999992 -0.37626499999999991 -0.037084999999999993 -0.4950449999999999 0.051660000000000005 0.51367000000000018 -0.0118 0.082165000000000016 -0.53342999999999996 0.024125000000000004 -0.085594999999999991 -0.14385499999999998 -0.0093849999999999992
decision_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 11 -4 6 12 -7 -9 -1 13 -2 -6 -11 -5 16 -15 -14 -17
right_child=3 -3 4 14 5 7 -8 8 -10 10 -12 -13 17 15 -16 18 -18 -19 -20
leaf_value=0.0017570425869784267 0.0010875634956152899 0.00030827396683576013 0.00061309216818845002 0.00039339780610616904 0.0015527343702495258 0.0013328089249756976 0.0017361765468966121 0.0011637861273862953 0.00051707871182417927 0.0017055000312179401 0.00089128811961287197 0.00059538336866790447 0.00099940945892320362 0.0018123291673393007 1.577825628064348e-05 0.0013549291802483665 0.0013904453427601305 0.0012823753092261786 0.0011464448967714921
leaf_weight=68 54 63 64 77 60 82 66 92 85 61 58 89 112 70 79 192 1289 121 132
leaf_count=68 54 63 64 77 60 82 66 92 85 61 58 89 112 70 79 192 1289 121 132
internal_value=0 0.00130026 0.00132474 0.000479469 0.00113585 0.00118993 0.001323 0.00100533 0.000853419 0.00139361 0.00137987 0.000781488 0.00122982 0.0013961 0.000202393 0.00138487 0.0014122 0.00114651 0.0012701
internal_weight=0 2615 2552 299 682 618 359 259 177 1870 1802 143 293 1744 156 1683 1359 233 324
internal_count=2914 2615 2552 299 682 618 359 259 177 1870 1802 143 293 1744 156 1683 1359 233 324
is_linear=0
shrinkage=0.0032998


Tree=3893
num_leaves=19
num_cat=0
split_feature=3 1453 148 3 156 51 0 52 52 52 12 15 51 0 3 15 52 0
split_gain=0.62888 0.445828 0.387934 0.759465 0.501952 0.370311 0.393383 0.587014 0.339832 0.502663 0.402122 0.552998 0.376252 0.535876 0.329264 0.328621 0.322648 0.140702
threshold=0.28833000000000003 -0.076919999999999988 -0.064274999999999985 -0.036264999999999992 0.083125000000000018 -0.08373499999999999 -0.077714999999999992 -0.080789999999999987 -0.53896499999999992 -0.0094049999999999984 0.10544500000000001 0.0047550000000000005 0.099470000000000017 -0.06952499999999999 0.41110500000000005 -0.074729999999999977 -0.063199999999999992 -0.021574999999999997
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 8 6 7 -6 -4 10 11 -10 13 -11 -2 -14 -7 -8
right_child=14 2 4 -5 5 16 17 -9 9 12 -12 -13 15 -15 -16 -17 -18 -19
leaf_value=0.021014231065933003 -0.011842340511385642 0.010625480296976506 0.019503179775750626 -0.014998579243939445 0.035980152966228189 -0.0012251659705100344 0.0051922462101982201 0.014914675810951718 0.0022019550545828285 0.01023833445432467 -0.010168687237768424 0.016477921514007513 0.011040008180254874 0.0015118934964475398 0.0057780787411350464 0.027996310719595498 0.016792196134951046 0.017132037604926601
leaf_weight=91 60 81 77 55 67 61 58 86 372 1215 54 97 78 239 60 56 52 55
leaf_count=91 60 81 77 55 67 61 58 86 372 1215 54 97 78 239 60 56 52 55
internal_value=0 0.00941344 0.00902222 0.000249599 0.0094863 0.0151467 0.0185795 0.0241512 0.008505 0.00810298 0.00357242 0.00515838 0.00959397 0.00880517 -0.00301716 0.0181396 0.00705011 0.0110195
internal_weight=0 2794 2703 136 2567 379 266 153 2188 2111 523 469 1588 1454 120 134 113 113
internal_count=2914 2794 2703 136 2567 379 266 153 2188 2111 523 469 1588 1454 120 134 113 113
is_linear=0
shrinkage=0.16829


Tree=3894
num_leaves=20
num_cat=0
split_feature=1 3 12 3 3 124 16 447 13 14 123 401 12 151 48 157 0 0 15
split_gain=45.0502 11.6781 2.83211 2.81075 2.50533 2.0942 1.90734 1.87556 1.81447 1.72607 1.36223 1.20635 1.24879 1.04377 1.25238 0.795693 0.783865 0.779285 0.49617
threshold=0.10575500000000002 -0.039864999999999991 0.11697000000000002 0.28833000000000003 0.090170000000000014 -1.0000000180025095e-35 -0.16318499999999997 0.085990000000000011 -0.011514999999999999 0.080670000000000006 0.088795000000000013 0.078330000000000025 0.08598500000000002 -0.086769999999999986 0.082425000000000012 -0.0089949999999999978 -0.079249999999999987 -0.11742499999999999 0.085550000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 4 8 -1 -2 9 10 11 -3 13 -13 14 -7 -8 -15 -5 -14
right_child=1 3 -4 17 -6 7 15 -9 -10 -11 -12 12 18 16 -16 -17 -18 -19 -20
leaf_value=0.0018166537862646949 0.0014061687713606214 0.0014595003448750761 0.0016685985788975721 0.00071886060024559854 0.0015176789690353998 0.0023131671575239024 0.0017211682499847468 0.0016998472857033577 0.00036034544549427486 0.0029045099182578513 0.00072647356126807688 0.0029790299301346718 0.0021329165351177165 0.0023579757466050226 0.0016692931796789933 0.0022237217540850406 0.0022074553218135572 0.0001767939646085982 0.0025368385194849421
leaf_weight=99 74 55 84 64 95 68 53 54 56 55 56 55 53 1082 65 102 595 53 96
leaf_count=99 74 55 84 64 95 68 53 54 56 55 56 55 53 1082 65 102 595 53 96
internal_value=0 0.00125505 0.00226492 0.000899386 0.00108939 0.00228744 0.00184353 0.00230938 0.000845538 0.00232527 0.00109 0.00230944 0.00255146 0.00228214 0.00199876 0.00205211 0.00230459 0.00047361 0.0023934
internal_weight=0 608 2306 379 262 2222 229 2123 167 2069 111 2014 204 1810 133 155 1677 117 149
internal_count=2914 608 2306 379 262 2222 229 2123 167 2069 111 2014 204 1810 133 155 1677 117 149
is_linear=0
shrinkage=0.0032998


Tree=3895
num_leaves=26
num_cat=0
split_feature=4 12 2 12 2 2 4 2 4 4 2 150 14 16 0 2 16 160 15 16 0 43 0 12 42
split_gain=64.2912 21.7463 11.0186 5.75198 5.48208 4.01675 2.88578 2.63397 2.31185 2.30789 1.97389 1.30935 1.09041 1.34356 1.02575 0.948355 0.610696 0.606956 0.559282 0.428623 0.624551 0.423563 0.273601 0.230902 0.253311
threshold=0.31392000000000003 0.056995000000000011 0.10859000000000001 0.13642500000000005 0.079570000000000016 0.14073000000000005 -0.0048949999999999992 0.092250000000000013 -0.047714999999999987 0.049545000000000006 0.14132000000000003 0.081245000000000026 -1.0000000180025095e-35 -0.49353499999999995 -0.14867499999999997 0.091235000000000024 0.16703000000000004 0.066880000000000009 -0.076929999999999985 0.3935300000000001 -0.084544999999999995 -0.0025899999999999994 -0.17127999999999996 0.096475000000000019 0.087525000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 6 11 -1 22 -9 14 18 12 -2 -14 -3 16 21 23 -4 20 -17 -16 -6 24 -11
right_child=5 3 10 -5 7 -7 -8 8 -10 17 -12 -13 13 -15 15 19 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0075267205446371251 0.0077895672721907186 0.0096158174746887627 0.0076284531651398518 0.0080431497062633962 0.009147939287732847 0.0066745383629493275 0.0085606686038410453 0.0091136911797555422 0.0082904047393909802 0.0086318700618039455 0.0071304590963117264 0.0079761984626930838 0.0075301088050878226 0.0068133447325476881 0.0092391017206119828 0.0086017211079084145 0.0088826250522708594 0.0090781961182750202 0.0080925562664715973 0.009209419156455843 0.009003989323677946 0.0090830367005846034 0.0095151943220240058 0.0085521684838322475 0.0089826688180359923
leaf_weight=57 56 52 54 58 56 77 63 67 88 53 54 60 68 52 873 54 77 72 72 95 307 287 52 78 57
leaf_count=57 56 52 54 58 56 77 63 67 88 53 54 60 68 52 873 54 77 72 72 95 307 287 52 78 57
internal_value=0 0.00891577 0.00834018 0.00907283 0.00865736 0.00733294 0.00806984 0.0089253 0.0086465 0.0091026 0.00766509 0.00754761 0.00740129 0.0072198 0.00914635 0.00913191 0.00918076 0.00880887 0.00789393 0.0089993 0.00894391 0.00920052 0.00932509 0.00870554 0.00881397
internal_weight=0 2626 563 2063 383 313 120 263 155 2005 180 236 176 120 1745 1693 1237 260 126 456 361 1160 108 188 110
internal_count=2939 2626 563 2063 383 313 120 263 155 2005 180 236 176 120 1745 1693 1237 260 126 456 361 1160 108 188 110
is_linear=0
shrinkage=0.0032998


Tree=3896
num_leaves=16
num_cat=0
split_feature=43 42 43 2 39 15 11 10 155 403 4 2 43 2 133
split_gain=0.779573 0.986276 0.782673 0.733043 0.501958 0.449214 0.426524 0.416676 0.379526 0.364558 0.36805 0.299002 0.241649 0.217157 0.130257
threshold=-0.18906999999999999 -0.013014999999999999 -0.10945499999999998 0.14290000000000003 0.087080000000000005 -0.069814999999999988 0.077330000000000024 -0.00189 0.11140500000000002 -0.53870999999999991 -0.37626499999999991 0.095465000000000008 -0.073404999999999984 0.089635000000000006 0.058050000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 11 4 6 -5 7 -4 -8 -9 -11 14 -6 -1 -2
right_child=2 -3 3 5 12 -7 8 9 -10 10 -12 -13 -14 -15 -16
leaf_value=0.020929059346351527 0.016573403071572332 -0.011328743895922602 0.0010458385018701131 0.01059005648152205 0.00081716173516415812 -0.0096486867818423479 0.03173259995713687 0.028261770258226578 0.01381209612606049 0.025238915771256053 0.014976231718695835 0.036976780675393783 0.012943137810649926 0.0060098200178671452 0.027972592332913208
leaf_weight=60 64 71 55 77 91 52 90 66 54 105 1899 54 96 52 53
leaf_count=60 64 71 55 77 91 52 90 66 54 105 1899 54 96 52 53
internal_value=0 0.00417439 0.0155309 0.0147999 0.0154495 0.00241788 0.0161408 0.0155379 0.0250249 0.0159221 0.0155148 0.0265707 0.00705187 0.0140183 0.0217525
internal_weight=0 183 2756 2585 2456 129 2269 2125 144 2070 2004 171 187 112 117
internal_count=2939 183 2756 2585 2456 129 2269 2125 144 2070 2004 171 187 112 117
is_linear=0
shrinkage=0.16829


Tree=3897
num_leaves=18
num_cat=0
split_feature=1 1446 13 1373 13 0 474 1 43 2 0 43 50 13 14 42 13
split_gain=0.76398 0.590479 0.558017 0.469532 0.45072 0.577643 0.898644 0.77782 0.504817 0.481158 0.600493 0.444252 0.379204 0.299159 0.222687 0.420986 0.151195
threshold=0.12000500000000001 0.10916500000000003 0.053700000000000005 1.0000000180025095e-35 -0.11760499999999999 -0.086554999999999979 0.08641500000000002 0.096315000000000026 -0.095314999999999983 -0.007134999999999999 -0.085994999999999974 0.037915000000000011 1.0000000180025095e-35 -0.012224999999999998 -1.0000000180025095e-35 0.093155000000000016 -0.019539999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 4 11 6 7 8 -6 -7 -11 -1 -12 -9 -2 16 -16
right_child=2 -3 -4 -5 5 9 -8 13 -10 10 12 -13 -14 -15 15 -17 -18
leaf_value=0.01481045847253851 0.016309142345430176 -0.0042703531433104305 -0.010651145423534148 0.026445358940979172 0.026905782908208765 0.0020957462062202148 -0.012074339736784004 -0.010468561779900935 0.011531038545661773 0.032982905215381254 0.013168150037057916 0.03306945760616483 0.019964668576986949 0.0051155496600922045 0.014360516103122219 -0.0069182914090331902 0.0031028694938939282
leaf_weight=98 66 53 56 79 68 82 53 52 564 53 1044 62 301 106 87 59 56
leaf_count=98 66 53 56 79 68 82 53 52 564 53 1044 62 301 106 87 59 56
internal_value=0 0.0132861 0.00461384 0.01365 0.0132422 0.0126453 0.00912342 0.0105478 0.0131881 0.0146502 0.0153853 0.0218971 0.0146905 -2.02782e-06 0.00781025 0.00502449 0.00996449
internal_weight=0 2615 324 2562 2483 2323 843 790 632 1480 1398 160 1345 158 268 202 143
internal_count=2939 2615 324 2562 2483 2323 843 790 632 1480 1398 160 1345 158 268 202 143
is_linear=0
shrinkage=0.16829


Tree=3898
num_leaves=28
num_cat=0
split_feature=1 1 3 3 2 2 2 14 2 49 3 159 3 1 2 39 1 4 160 49 16 3 1 4 49 160 49
split_gain=53.4511 10.6012 5.0432 3.23501 2.48909 2.51535 1.83761 1.46477 1.41606 1.3311 1.38725 1.18647 1.0041 0.97132 0.937714 0.909319 0.750417 0.747854 0.594379 0.726862 1.05675 0.553642 0.549856 0.508979 0.578621 0.425361 0.0820657
threshold=0.10398500000000001 0.12448500000000001 -0.049204999999999992 -0.065674999999999983 0.14808000000000002 -1.0000000180025095e-35 0.10656 0.073890000000000011 0.13388500000000003 -0.047859999999999993 -0.088084999999999983 0.083310000000000009 0.090170000000000014 0.088035000000000016 0.11693000000000002 0.0047850000000000011 0.11392000000000001 0.052250000000000012 -0.49723499999999993 0.011845000000000001 0.16703000000000004 0.093925000000000022 0.096770000000000009 -0.06347499999999999 0.059130000000000009 0.066880000000000009 0.090365000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 7 5 -3 16 9 -7 10 -1 12 -4 14 23 21 -2 18 -11 22 -21 -15 -20 -5 -25 26 -19
right_child=1 4 11 13 -6 8 -8 -9 -10 17 -12 -13 -14 15 -16 -17 -18 25 19 20 -22 -23 -24 24 -26 -27 -28
leaf_value=0.0019792703290273201 0.0029211444978289331 0.00087787307942843729 0.0014722581495185923 0.0028747459539396605 0.00066524710877916254 0.002036471948483914 0.0019570411899387688 0.0031926785653956461 0.0012879775983405655 0.0025173983942081151 0.0026749789714479505 0.0011870966320520558 0.0020197297814725829 0.0026428150522015757 0.0021595399910918226 0.0018794052104743005 0.002362168956911239 0.0022961748202381042 0.0027314324235480554 0.0031135178239133331 0.002635804327233373 0.0021677825716248278 0.003061219788999025 0.0023296718054621017 0.0027400266148596983 0.0027632281605397394 0.0024983296357905774
leaf_weight=53 54 78 70 70 90 54 71 74 57 101 78 54 78 53 57 57 53 52 1076 154 77 57 60 79 75 55 52
leaf_count=53 54 78 70 70 90 54 71 74 57 101 78 54 78 53 57 57 53 52 1076 154 77 57 60 79 75 55 52
internal_value=0 0.00160643 0.00196517 0.00267356 0.00111769 0.00133296 0.00237055 0.00273518 0.00165243 0.0027159 0.00239378 0.00160778 0.00176103 0.00242152 0.00254085 0.00222054 0.0026446 0.00274181 0.00276535 0.00278364 0.00295443 0.00239698 0.00274888 0.00263772 0.00252975 0.00252429 0.00239759
internal_weight=0 659 380 2280 279 189 178 1832 111 1758 131 202 148 448 281 167 107 1627 1468 1367 231 110 1136 224 154 159 104
internal_count=2939 659 380 2280 279 189 178 1832 111 1758 131 202 148 448 281 167 107 1627 1468 1367 231 110 1136 224 154 159 104
is_linear=0
shrinkage=0.0032998


Tree=3899
num_leaves=27
num_cat=0
split_feature=1 12 49 484 52 155 49 1209 4 484 123 133 4 159 481 133 403 4 52 4 4 133 133 4 1 4
split_gain=0.683541 0.490167 0.612018 0.464202 0.450839 0.507817 0.66285 0.431662 0.409224 0.382114 0.347005 0.341221 0.317566 0.278422 0.284668 0.322139 0.326123 0.72299 0.310252 0.262024 0.239734 0.242026 0.251085 0.196457 0.181611 0.170869
threshold=0.12000500000000001 0.091065000000000021 0.084735000000000019 0.064395000000000022 0.37486000000000003 1.0000000180025095e-35 -0.082254999999999981 0.082105000000000011 -0.0053799999999999985 -0.0068949999999999992 0.090970000000000009 -0.031084999999999998 0.50541500000000006 0.084135000000000001 -1.0000000180025095e-35 0.41548500000000005 -0.022554999999999995 -0.069389999999999993 0.10744000000000002 -0.035849999999999993 0.043640000000000005 0.087950000000000014 0.084965000000000013 -0.076329999999999995 0.094165000000000013 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 5 6 24 9 -2 -8 12 -4 -10 14 -3 16 17 -16 19 -18 21 22 -13 -17 -1 -20
right_child=3 13 11 -5 -6 -7 7 -9 10 -11 -12 20 -14 -15 15 23 18 -19 25 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0280493405280819 0.015416244328859361 0.0034719414299792125 0.0064874376790844193 0.01935249760724117 -0.0049859535401502999 -0.0055589651304349926 0.015668200680920504 0.021866854751126302 0.00058828772632471841 0.0073848319078807546 0.0099808349362330608 0.02137095092115825 -0.014773992444819249 0.024453478601342761 0.03490254535627399 0.015119360295226703 0.0088670390095060263 0.0099802691571478364 0.026495715742126835 0.018114759483742877 0.012493555396559355 0.015363255261706324 0.037009267223744251 0.0011473721883637101 0.015581071709378488 0.0143040138766893
leaf_weight=72 52 56 59 52 56 54 193 78 101 877 58 65 61 102 81 54 207 56 91 151 72 61 54 61 63 52
leaf_count=72 52 56 59 52 56 54 193 78 101 877 58 65 61 102 81 54 207 56 91 151 72 61 54 61 63 52
internal_value=0 0.0129837 0.0112955 0.00477981 0.00978566 0.0104057 0.0110791 0.00976452 0.00198725 0.00888061 -0.0011787 0.0180523 -0.00518518 0.0161394 0.015089 0.0159505 0.0174306 0.0247285 0.0154314 0.0127726 0.0207528 0.0240465 0.0284824 0.00772375 0.0222441 0.0220749
internal_weight=0 2615 1704 324 1393 1337 1283 1148 272 1070 220 311 162 911 809 753 638 137 501 358 252 180 119 115 135 143
internal_count=2939 2615 1704 324 1393 1337 1283 1148 272 1070 220 311 162 911 809 753 638 137 501 358 252 180 119 115 135 143
is_linear=0
shrinkage=0.16829


Tree=3900
num_leaves=20
num_cat=0
split_feature=4 2 123 150 2 14 0 49 4 0 0 4 2 14 0 15 2 4 51
split_gain=43.7547 9.24207 5.13126 2.0886 1.95603 1.86326 1.83944 3.21386 1.95875 1.78302 1.53477 1.37167 1.24486 1.00813 1.40479 0.876109 0.594326 0.552901 0.273982
threshold=0.31392000000000003 0.13270000000000001 1.0000000180025095e-35 0.081245000000000026 0.10523 0.073890000000000011 -0.10726999999999999 0.082820000000000019 0.053925000000000008 -0.12851999999999997 -0.072924999999999976 -0.17568999999999999 -1.0000000180025095e-35 -0.45687499999999998 -0.105195 -0.032144999999999993 0.09056500000000002 -0.012384999999999998 -0.056469999999999992
decision_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 13 5 6 7 8 -1 -6 16 -12 -4 -2 -15 -3 -8 18 -11
right_child=3 15 12 -5 9 -7 10 -9 -10 17 11 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0011161276355909054 0.00092726486870266733 0.0013630964552958768 0.00099839681149436793 0.0011519616500840295 0.0012731930518618483 0.0026010570538756461 0.0021947693791115898 0.0024487864966651536 0.0019586308512992271 0.0018776584687011991 0.0022091563333160899 0.0017670656106034066 0.0016549980596571089 0.00074146259907933163 0.00015883349250085644 0.00080427913242187617 0.0020270231588055332 0.0017319284658067664 0.002164099646949318
leaf_weight=72 55 67 52 80 54 79 1165 52 52 62 116 230 81 81 102 57 295 94 99
leaf_count=72 55 67 52 80 54 79 1165 52 52 62 116 230 81 81 102 57 295 94 99
internal_value=0 0.00198648 0.00203006 0.00069032 0.00206548 0.0021023 0.0020824 0.00175919 0.00146972 0.00181981 0.00211388 0.00191538 0.00139855 0.000534998 0.000416911 0.0011065 0.0021609 0.00193542 0.00205401
internal_weight=0 2627 2503 318 2370 2061 1982 176 124 309 1806 346 133 238 183 124 1460 255 161
internal_count=2945 2627 2503 318 2370 2061 1982 176 124 309 1806 346 133 238 183 124 1460 255 161
is_linear=0
shrinkage=0.0032998


Tree=3901
num_leaves=22
num_cat=0
split_feature=4 44 12 15 483 3 128 3 43 4 0 4 4 150 39 4 1429 3 12 2 51
split_gain=1.13853 0.94991 0.748432 0.590992 0.561689 0.673425 0.509677 0.500413 1.0306 1.11667 0.526604 0.49217 0.474172 0.809877 0.930037 0.632459 0.340092 0.447841 0.493363 0.362046 0.30979
threshold=0.27020000000000005 1.0000000180025095e-35 0.084565000000000015 0.13248000000000001 0.083960000000000021 0.11269500000000002 0.11170500000000001 -0.0070649999999999992 -0.085504999999999984 -0.084564999999999987 -0.22480499999999998 -0.020284999999999994 0.40441500000000002 0.081245000000000026 0.085355000000000014 0.50609000000000004 0.091765000000000013 -0.11211999999999998 0.09550500000000002 0.11870500000000002 -0.032999999999999995
decision_type=2 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 7 16 8 11 -10 -9 -1 -2 14 15 -14 17 18 -4 -19 -12
right_child=12 -3 3 -5 -6 -7 -8 10 9 -11 20 -13 13 -15 -16 -17 -18 19 -20 -21 -22
leaf_value=0.026200911989562963 -0.011428398041630051 0.033723964690440748 0.015490210919569418 -0.0032374379349339147 0.020758245921961745 -0.0099888122114526225 -0.0019234340737488192 -9.8825980570757679e-05 -0.020720647446110015 0.0046880182403372011 0.010784762063764799 0.0061910948373090904 -0.022625827744184208 0.022415332321516202 0.013216501286742769 0.00086671102816637498 0.0026365936827822856 0.013827831688590326 0.034219826004817502 0.027902060043795886 0.02618821584004959
leaf_weight=64 60 58 92 56 79 69 53 53 70 163 67 77 54 60 95 81 63 1422 71 54 84
leaf_count=64 60 58 92 56 79 69 53 53 70 163 67 77 54 60 95 81 63 1422 71 54 84
internal_value=0 0.0124121 0.0119241 0.0137554 0.00735357 0.00571406 0.0142987 0.00759173 0.003928 -0.00293778 0.0142998 0.0152863 0.00218055 0.00500239 0.000452072 -0.008517 0.0148049 0.0152715 0.0236595 0.014344 0.0193655
internal_weight=0 2595 2537 1811 726 647 1755 578 374 233 204 141 350 290 230 135 1702 1639 163 1476 151
internal_count=2945 2595 2537 1811 726 647 1755 578 374 233 204 141 350 290 230 135 1702 1639 163 1476 151
is_linear=0
shrinkage=0.16829


Tree=3902
num_leaves=22
num_cat=0
split_feature=4 44 12 50 52 16 40 16 51 4 16 12 40 12 0 0 3 52 16 16 16
split_gain=0.801935 0.663868 0.509658 0.636256 0.759227 0.71976 0.85646 0.777137 0.674492 0.42272 0.679699 0.480366 0.541753 0.38608 0.411622 1.0707 0.385241 0.367759 0.339858 0.181456 0.125487
threshold=0.27258000000000004 0.081710000000000019 0.084565000000000015 0.099210000000000007 0.087525000000000006 0.022165000000000004 -0.078949999999999979 -0.011849999999999998 -0.14025999999999997 0.40736500000000003 -0.11082499999999999 -0.020034999999999994 -0.073884999999999992 0.11755500000000001 0.11160500000000002 -0.050064999999999991 -0.115685 -0.34918499999999997 -0.53242499999999993 -0.041434999999999993 0.15737500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -7 -2 11 12 -11 14 15 16 -4 -18 -13 -15 -10
right_child=9 -3 13 -5 -6 8 7 -9 20 10 -12 18 -14 19 -16 -17 17 -19 -20 -21 -22
leaf_value=0.017241826914892754 -0.011879263776787134 0.02862682315206469 0.023393362770926313 -0.0098534822967376191 0.021993180348082682 -0.0004117199320754046 0.0037847252226273732 -0.013318021530581361 0.028924943954647276 0.0041329182636019391 -0.010437910624329482 0.010028330843026 0.027834841674307699 0.0085630509375921454 0.023931334175410126 -0.011380687992595107 0.0034603008531024207 0.012510501504358146 -0.0089452961799345535 -0.0052252077508455237 0.017098176756936624
leaf_weight=82 55 55 84 64 91 52 225 113 52 52 68 55 58 54 79 56 141 1351 52 54 52
leaf_count=82 55 55 84 64 91 52 225 113 52 52 68 55 58 54 79 56 141 1351 52 54 52
internal_value=0 0.0103165 0.00992091 0.00616252 0.00770198 0.00544105 0.00181061 -0.00192774 0.0152038 0.00162 0.00423143 0.00883655 0.0166466 0.0114303 0.0120465 0.01147 0.0122831 0.0116564 0.000790712 0.00165229 0.0230288
internal_weight=0 2605 2550 731 667 576 420 338 156 340 285 217 110 1819 1711 1632 1576 1492 107 108 104
internal_count=2945 2605 2550 731 667 576 420 338 156 340 285 217 110 1819 1711 1632 1576 1492 107 108 104
is_linear=0
shrinkage=0.16829


Tree=3903
num_leaves=26
num_cat=0
split_feature=12 2 44 2 106 14 0 15 133 16 2 2 2 12 0 11 402 2 16 2 2 12 15 13 0
split_gain=18.4225 5.33341 5.04485 3.20109 3.17958 2.00653 2.62868 1.61989 1.95872 1.1736 1.38561 1.0769 2.22008 0.878039 0.635203 0.615873 0.561906 0.667119 0.493773 0.468597 0.440174 0.413883 0.357502 0.348142 0.327567
threshold=0.078120000000000009 0.13631000000000001 1.0000000180025095e-35 0.10859000000000001 0.085275000000000004 0.056865000000000006 -0.12368999999999998 -1.0000000180025095e-35 -0.0094199999999999978 -0.15105999999999997 0.14290000000000003 0.092250000000000013 -0.0098549999999999974 0.090455000000000021 -0.099704999999999974 0.089270000000000002 0.012085000000000002 0.08487500000000002 -0.50472499999999987 0.084505000000000011 0.086755000000000013 0.091065000000000021 0.090465000000000004 -0.079199999999999979 -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 2 2 2 2
left_child=2 5 3 4 7 6 -2 8 -1 18 14 12 -10 16 -11 21 17 24 -5 -18 -9 -15 -19 -23 -8
right_child=1 -3 -4 9 -6 -7 13 20 11 10 -12 -13 -14 15 -16 -17 19 22 -20 -21 -22 23 -24 -25 -26
leaf_value=0.0016444776310491477 0.00091195881616499413 0.00064772572980174436 0.0019599767782265409 0.00072407430613088833 0.00038692999250798909 0.0021897318633570385 0.0016042822707261662 0.001300129921607273 0.00065432089843350837 0.00044049025138988095 3.6236355337369694e-05 0.00060670539601261357 0.0015095375842613136 0.0013021619681761107 0.00095079477616531901 0.0012173513672769235 0.001691427748587492 0.0015641440279085543 0.0011371837686580547 0.0020479812528896185 0.0016922070383305085 0.0017689542328568244 0.0018422529031894245 0.0015711723949098767 0.0018495085723238059
leaf_weight=52 57 62 57 74 57 68 83 56 63 54 52 74 70 56 53 55 79 483 56 86 74 116 58 714 236
leaf_count=52 57 62 57 74 57 68 83 56 63 54 52 74 70 56 53 55 79 483 56 86 74 116 58 714 236
internal_value=0 0.00160245 0.0010137 0.00094027 0.00111569 0.00163074 0.00161194 0.00122238 0.00107106 0.000669438 0.000478826 0.000926843 0.0011047 0.00163221 0.000693587 0.00155898 0.00169941 0.00166521 0.0009023 0.00187748 0.00152358 0.00158014 0.00159402 0.00159886 0.00178581
internal_weight=0 2153 792 735 446 2091 2023 389 259 289 159 207 133 1966 107 941 1025 860 130 165 130 886 541 830 319
internal_count=2945 2153 792 735 446 2091 2023 389 259 289 159 207 133 1966 107 941 1025 860 130 165 130 886 541 830 319
is_linear=0
shrinkage=0.0032998


Tree=3904
num_leaves=17
num_cat=0
split_feature=1 15 16 14 3 14 0 3 16 1 48 15 3 3 3 1213
split_gain=43.8148 8.22379 5.72673 4.01209 3.07173 2.93234 2.45191 2.33914 1.4635 1.11955 1.29789 1.25465 0.874314 1.43152 0.754204 0.71686
threshold=0.10442000000000001 -0.26361999999999991 0.51041000000000014 -0.44847999999999993 0.10402500000000002 0.064610000000000015 0.051660000000000005 -0.049204999999999992 -0.43279999999999996 0.09803000000000002 -0.035574999999999989 -0.19153499999999998 0.0025650000000000004 0.28833000000000003 -0.084524999999999975 0.060985000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 7 -2 5 6 9 14 -5 10 -1 -12 -9 -14 -3 -13
right_child=1 2 -4 8 -6 -7 -8 12 -10 -11 11 15 13 -15 -16 -17
leaf_value=0.0015382419786615531 0.001168335172741203 0.0011484213894870099 0.002038532139651258 0.00040903634274783857 0.0012306749788377955 0.0025734364881963255 0.001438661425230711 0.00060201749194796245 -0.00026439836043211151 0.0016098256182561085 0.0024891422626214625 0.001965231655942997 0.0013156209880830379 0.00066734202730772685 0.0016568509688525545 0.0021686324690648809
leaf_weight=68 58 61 79 89 63 85 99 88 58 90 57 1614 81 69 68 218
leaf_count=68 58 61 79 89 63 85 99 88 58 90 57 1614 81 69 68 218
internal_value=0 0.000980641 0.00123213 0.00043333 0.00195072 0.00197104 0.00194716 0.00105845 0.000143088 0.00197174 0.00198837 0.00200455 0.000864117 0.00101765 0.0014167 0.00198945
internal_weight=0 651 446 205 2294 2231 2146 367 147 2047 1957 1889 238 150 129 1832
internal_count=2945 651 446 205 2294 2231 2146 367 147 2047 1957 1889 238 150 129 1832
is_linear=0
shrinkage=0.0032998


Tree=3905
num_leaves=19
num_cat=0
split_feature=4 3 39 42 13 3 39 14 3 16 4 3 16 48 13 42 3 16
split_gain=31.7892 11.1155 10.1643 2.75824 3.86042 1.83977 1.77246 1.69342 1.98986 1.36863 1.25594 1.22533 0.984352 0.766559 0.737235 0.329795 0.251813 0.0794544
threshold=0.27998000000000006 0.28833000000000003 0.0047850000000000011 -0.0047199999999999994 -0.0094049999999999984 0.10402500000000002 0.088485000000000008 0.073890000000000011 -0.15041499999999997 0.39813000000000004 0.032770000000000001 0.13772500000000001 -0.055004999999999991 0.08783500000000001 -0.077274999999999996 0.083120000000000013 -0.0013299999999999998 -0.5061699999999999
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 13 7 11 8 9 -1 14 15 -12 -5 -10 17 -8 -2
right_child=6 -3 3 4 -6 -7 16 -9 10 -11 12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0010081776284126163 0.00093615384943567296 0.00035654810518017565 0.0016668835647769395 0.0014781335451753473 0.00011205907304535991 0.001330594714452469 0.0004252175429414736 0.0022556914270151188 0.0019330389511268457 0.0017037030263411098 0.0017758214519985138 0.0003545511028699061 0.0013934182323676915 0.00090869015954427252 0.0017936119141295026 0.00071004969563435104 0.00010818799350222905 0.0011233858490500978
leaf_weight=57 54 66 57 52 55 91 53 90 720 68 184 56 124 52 1006 54 57 53
leaf_count=57 54 66 57 52 55 91 53 90 720 68 184 56 124 52 1006 54 57 53
internal_value=0 0.00169426 0.00172879 0.0010435 0.000819802 0.00179203 0.000602962 0.00181069 0.00179212 0.00138683 0.00181701 0.000776014 0.00162198 0.00119375 0.00185179 0.000922391 0.000261259 0.00102922
internal_weight=0 2622 2556 216 159 2340 327 2249 2159 125 2034 217 308 104 1726 161 110 107
internal_count=2949 2622 2556 216 159 2340 327 2249 2159 125 2034 217 308 104 1726 161 110 107
is_linear=0
shrinkage=0.0032998


Tree=3906
num_leaves=24
num_cat=0
split_feature=4 39 13 16 0 42 2 14 42 13 2 4 4 13 4 13 50 1212 2 16 16 403 0
split_gain=13.3236 4.64644 2.85801 1.27356 1.22882 1.173 1.33505 1.15922 1.15775 1.45057 0.66207 0.674358 1.2532 0.622002 0.866832 0.539926 0.520448 0.425249 0.390488 0.385487 0.283607 0.246765 0.21338
threshold=0.27998000000000006 0.08252000000000001 -0.16392499999999996 -0.0071849999999999995 -0.105195 0.088685000000000014 0.11523000000000001 0.064610000000000015 -1.0000000180025095e-35 -0.0094049999999999984 0.11366500000000002 -0.0083549999999999978 1.0000000180025095e-35 0.0051600000000000005 -0.082619999999999985 -0.066869999999999999 0.095140000000000016 0.0025400000000000002 0.098655000000000007 -0.45743999999999996 -0.45743999999999996 0.084405000000000022 -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
left_child=1 2 -1 7 -5 6 -2 13 -3 18 11 16 -13 14 17 -16 -6 -4 -10 -8 -7 22 -15
right_child=5 8 3 4 10 20 19 -9 9 -11 -12 12 -14 21 15 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00084487469094545755 0.0010868108744338521 0.0013206151600405067 0.0015746351762339736 0.00086068429780425794 0.0012972116477999972 0.00021164291508678811 0.00075253119215475453 0.0019362494300329985 0.001194496234595051 0.00031981907214172201 0.001116361437739541 0.0018757012359660228 0.0013237047301453242 0.0013477858904184757 0.0015220715695250238 0.001362564114652079 0.0016504957024173787 0.0018654971856210357 0.00079749748056364941 0.00036689277383677706 0.00054480074959016925 0.0014854621988983636 0.0010964715035843039
leaf_weight=93 100 56 155 57 411 52 58 62 52 53 102 83 99 87 592 390 52 88 58 56 61 64 68
leaf_count=93 100 56 155 57 411 52 58 62 52 53 102 83 99 87 592 390 52 88 58 56 61 64 68
internal_value=0 0.001371 0.00141296 0.00143581 0.00132937 0.000664383 0.000808151 0.00149262 0.000910407 0.000769261 0.00136509 0.00140437 0.00157563 0.00147354 0.0015027 0.00145876 0.00133697 0.00168011 0.00098549 0.000563404 0.000391801 0.00131031 0.00123776
internal_weight=0 2622 2403 2310 804 327 214 1506 219 163 747 645 182 1444 1225 982 463 243 110 114 113 219 155
internal_count=2949 2622 2403 2310 804 327 214 1506 219 163 747 645 182 1444 1225 982 463 243 110 114 113 219 155
is_linear=0
shrinkage=0.0032998


Tree=3907
num_leaves=27
num_cat=0
split_feature=1 123 39 13 0 2 147 156 42 0 43 0 2 2 42 483 1 2 39 155 1 43 157 43 43 13
split_gain=19.2573 3.26679 2.60538 2.08282 1.76394 1.30634 1.27831 0.963167 1.17989 0.735866 1.20307 1.10526 0.531832 0.972413 0.779731 0.771969 0.606202 0.60377 0.472717 0.411863 0.559898 0.387519 0.377629 0.321034 0.302578 0.0460786
threshold=0.10749500000000002 1.0000000180025095e-35 0.089030000000000012 -0.10939499999999998 -0.10726999999999999 0.10523 0.087170000000000011 0.10357000000000001 0.08955500000000001 -0.079249999999999987 -0.12118 0.048595000000000006 0.08647500000000001 0.076510000000000009 0.088485000000000022 -1.0000000180025095e-35 0.087505000000000013 0.097695000000000018 0.10519000000000002 0.10517000000000001 0.088340000000000016 -0.007069999999999999 -0.012774999999999998 -0.064179999999999987 0.021175000000000003 -0.014114999999999997
decision_type=2 2 2 2 2 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 9 8 21 12 -11 22 13 16 -15 -14 -1 -17 -4 20 23 -5 -12 25 -25 -7
right_child=2 -3 18 7 -6 19 -8 -9 -10 10 11 -13 15 14 -16 17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=0.0014217919744196677 0.0011108869875957983 0.0010614139685870849 0.00045516125249666864 0.00082546994713280969 0.00030494397838638033 0.0017172657370587735 0.0012958926549665607 0.0016887460866601455 0.0015105989790830401 0.0012239799760055728 0.0018740302058186066 0.0021380258737175224 0.0020909595843476535 0.0018782492655809175 0.002294663995390191 0.0016279861370404817 0.0017729325300160322 0.0019516196444938853 0.00080677922062840658 0.0017521145462698576 0.0011431111553469476 0.0011584212445268679 0.0015768281868639206 0.0012049553721021696 0.0015508291728789131 0.001567384393025603
leaf_weight=73 69 96 78 64 52 56 76 52 84 71 57 53 52 391 57 512 215 73 91 57 56 98 298 53 61 54
leaf_count=73 69 96 78 64 52 56 76 52 84 71 57 53 52 391 57 512 215 73 91 57 56 98 298 53 61 54
internal_value=0 0.00165862 0.000991046 0.00113066 0.000764822 0.00168391 0.00171717 0.00127908 0.00119234 0.00173444 0.00162221 0.00169142 0.00177356 0.0018346 0.00193131 0.00170298 0.00168405 0.00166843 0.000644702 0.00149356 0.0014408 0.0010271 0.00162465 0.00151507 0.00139034 0.00164401
internal_weight=0 2361 588 419 121 2265 1928 298 246 1852 479 408 1373 736 448 637 288 585 169 337 280 162 355 224 114 110
internal_count=2949 2361 588 419 121 2265 1928 298 246 1852 479 408 1373 736 448 637 288 585 169 337 280 162 355 224 114 110
is_linear=0
shrinkage=0.0032998


Tree=3908
num_leaves=25
num_cat=0
split_feature=1 3 3 13 123 16 2 16 14 3 48 15 2 15 13 2 16 52 133 123 159 13 2 16
split_gain=38.4759 12.158 4.00981 2.87511 2.46695 2.39346 2.07024 1.67685 1.6972 3.17498 1.60967 1.39513 1.15412 1.05652 0.995551 0.785148 1.07427 0.723848 0.719707 0.576325 0.501065 0.251437 0.170323 0.115463
threshold=0.10123500000000001 -0.051469999999999995 0.092005000000000017 -0.0015099999999999998 1.0000000180025095e-35 0.08215500000000002 0.12068000000000001 0.054560000000000004 0.073890000000000011 -0.12077499999999998 0.084565000000000015 -0.091554999999999984 0.14253500000000002 -0.087284999999999988 -0.057284999999999996 0.08647500000000001 -0.0094449999999999968 -0.092084999999999986 0.088035000000000016 0.086155000000000023 0.0089800000000000019 -0.062109999999999992 0.09036000000000001 0.40955000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 12 7 -4 11 8 9 -1 -5 -2 13 19 18 16 -11 23 22 -3 -17 -13 -9 -16
right_child=1 3 5 10 -6 -7 -8 14 -10 15 -12 21 -14 -15 17 20 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0012931312324804931 0.0013002798675226545 0.00033305634525189861 0.00084668886215287617 0.0008252037429939069 0.0012962940617092611 0.0018089310307113045 0.0010337095107227829 0.0019761952544731431 0.002519745618898742 0.0020547928091264695 0.0014930058706019394 0.0020316597504447418 0.00018829706485793795 0.0010031724291217963 0.0016216117568198035 0.0019229431290754245 0.002392760139828338 0.0012612976519606218 0.0016696468434342076 0.00074392529162094548 0.0021411084975795397 0.0017718621560052737 0.0022399443024474319 0.0018508791524442622
leaf_weight=66 61 88 57 103 59 56 58 63 73 609 64 74 76 68 52 660 125 53 70 65 143 100 53 53
leaf_count=66 61 88 57 103 59 56 58 63 73 609 64 74 76 68 52 660 125 53 70 65 143 100 53 53
internal_value=0 0.00106718 0.00193019 0.00073473 0.00196313 0.00132386 0.00159354 0.00198259 0.0020258 0.00200329 0.00108134 0.00173156 0.000539717 0.000660409 0.00177191 0.00203376 0.0021124 0.0015781 0.00193636 0.000507839 0.00196184 0.00188255 0.00209701 0.00173767
internal_weight=0 757 2192 464 2079 113 293 2020 1676 1603 167 235 297 221 344 1537 734 158 186 153 803 174 116 105
internal_count=2949 757 2192 464 2079 113 293 2020 1676 1603 167 235 297 221 344 1537 734 158 186 153 803 174 116 105
is_linear=0
shrinkage=0.0032998


Tree=3909
num_leaves=20
num_cat=0
split_feature=0 15 40 9 2 13 1429 15 4 3 4 151 151 15 15 3 4 2 1
split_gain=0.921833 1.20323 0.586184 0.627609 0.511442 0.397657 0.39121 0.878946 0.463123 0.993601 0.535873 0.465015 0.766344 0.521103 1.39644 1.02061 0.458542 0.336698 0.275941
threshold=0.024295000000000001 -0.037394999999999991 -0.084924999999999987 0.089020000000000016 0.10859000000000001 0.041960000000000004 0.083960000000000021 -0.0078249999999999986 0.31392000000000003 0.11500500000000001 0.50214500000000006 -0.064244999999999983 -0.086879999999999985 0.079600000000000018 -0.025879999999999997 -0.054399999999999997 -0.0083149999999999977 0.088755000000000014 0.092755000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 5 -3 8 16 11 10 -10 12 18 14 -13 -15 -8 -14 -4
right_child=1 4 3 -5 -6 -7 7 -9 9 -11 -12 13 17 15 -16 -17 -18 -19 -20
leaf_value=0.0023499006886399778 -0.017041805672607047 0.0099125888837292286 0.020775918136126854 0.034595221617569054 -0.0014624886421364365 0.028298597446927098 0.0067580326413648455 -0.0098636204377159573 -0.013098974957184482 0.024251610029565166 0.0086380657786864143 0.015948219287883047 0.042773368050394195 0.017529920201040609 -0.0035951632222324973 0.041329673429493619 0.026508346697880047 0.025103561844413355 0.0060763254056036553
leaf_weight=89 54 91 112 52 63 53 74 53 52 77 84 712 59 969 121 54 61 65 54
leaf_count=89 54 91 112 52 63 53 74 53 52 77 84 712 59 969 121 54 61 65 54
internal_value=0 0.00531678 0.0158033 0.0162633 0.0111581 0.0166921 0.0158883 0.00848049 0.0164779 0.0089757 0.000313634 0.0172217 0.0235027 0.0162393 0.0131072 0.018788 0.0156956 0.0335255 0.0160049
internal_weight=0 261 2688 2599 207 144 2547 188 2359 213 136 2146 290 1856 833 1023 135 124 166
internal_count=2949 261 2688 2599 207 144 2547 188 2359 213 136 2146 290 1856 833 1023 135 124 166
is_linear=0
shrinkage=0.16829


Tree=3910
num_leaves=24
num_cat=0
split_feature=1 3 4 4 13 1 4 52 15 1 0 15 4 0 1 15 13 52 43 133 52 4 3
split_gain=68.0149 11.5002 7.64203 4.25328 3.1494 2.90003 4.48686 2.937 3.0625 2.86521 2.51672 1.99809 1.93504 1.71254 1.45372 1.1593 1.07168 0.824939 0.56911 0.531016 0.515355 0.490295 0.275725
threshold=0.10921500000000002 -0.036264999999999992 0.31392000000000003 0.25367000000000006 -1.0000000180025095e-35 0.092845000000000025 -0.22295999999999996 0.093130000000000004 0.087450000000000014 0.12466500000000001 -0.14920999999999998 -0.092879999999999976 0.0060300000000000015 0.060910000000000006 0.084470000000000003 -0.032144999999999993 -0.11210999999999999 0.11916 -0.078734999999999986 0.077945 -0.081429999999999989 0.18095500000000003 -0.072649999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 9 10 -7 8 11 -3 14 -8 13 17 -1 21 -11 20 -2 -19 -12 22 -14
right_child=1 4 -4 -5 -6 6 7 -9 -10 16 12 -13 15 -15 -16 -17 -18 19 -20 -21 -22 -23 -24
leaf_value=0.0033135360419726026 0.0019101075640148844 0.0010550907655886676 0.0012708300114936636 0.0011749248875330964 0.0012839307722419349 0.0029257478078697696 0.0020426384588995055 0.0025903728242819197 0.0023960519909573385 0.00054448425387907935 0.0024896420823789633 0.001227859333558162 0.0023792334180402033 0.002046759342903381 0.002610287054183208 0.0018373353333313749 -1.6440379281415592e-05 0.0021928252191457907 0.0023647986440111061 0.0025389896897448773 0.0026432275100162351 0.0026095561490169293 0.0021192769940743821
leaf_weight=68 56 87 58 78 97 75 53 72 67 86 329 87 117 71 62 57 65 95 68 104 970 66 78
leaf_count=68 56 87 58 78 97 75 53 72 67 86 329 87 117 71 62 57 65 95 68 104 970 66 78
internal_value=0 0.00115763 0.00245547 0.00177964 0.000782467 0.00248443 0.00220819 0.00201517 0.00181493 0.000577941 0.0025329 0.00153656 0.00250219 0.00254994 0.00297841 0.00226647 0.000302793 0.00257377 0.00215974 0.00237391 0.00260436 0.00236006 0.00227543
internal_weight=0 537 2429 202 335 2371 354 279 207 238 2017 140 1887 1569 130 318 151 1498 124 199 1299 261 195
internal_count=2966 537 2429 202 335 2371 354 279 207 238 2017 140 1887 1569 130 318 151 1498 124 199 1299 261 195
is_linear=0
shrinkage=0.0032998


Tree=3911
num_leaves=26
num_cat=0
split_feature=4 15 123 4 480 15 160 2 4 4 42 52 15 4 160 52 52 150 2 150 2 4 11 42 49
split_gain=1.53329 1.04614 0.747358 0.670861 0.518692 0.498616 0.43421 0.682756 0.527309 1.75286 0.598074 0.489115 0.768361 0.327637 0.609435 0.334526 0.458526 0.324614 0.256525 0.252185 0.262691 0.238087 0.205579 0.154338 0.146349
threshold=0.31392000000000003 -0.43091499999999999 1.0000000180025095e-35 0.51326500000000019 0.056320000000000009 -0.11124499999999998 0.057440000000000012 0.092855000000000007 -0.016029999999999996 -0.036839999999999991 0.08400500000000001 -0.42946499999999993 0.043560000000000008 -0.014854999999999998 0.11262000000000001 -0.068039999999999975 -0.09590499999999999 0.084555000000000019 0.08400500000000001 0.10325000000000002 0.13018000000000005 0.016670000000000001 0.084475000000000008 0.083925000000000013 0.090365000000000015
decision_type=2 2 2 2 2 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 21 7 8 9 -7 -10 22 -13 14 -8 16 -15 -4 -6 20 -3 24 -9 -20 -1
right_child=1 19 17 -5 18 6 13 11 10 -11 -12 12 -14 15 -16 -17 -18 -19 23 -21 -22 -23 -24 -25 -26
leaf_value=0.023178451157898086 0.027103208461938075 -0.019823988750641872 0.009144917572397656 0.0041516213469547343 0.033044839937847473 0.015147381161180222 0.039180852901455947 0.022901288194437468 0.029077161251146125 -0.015877290596818389 0.015022090633095063 -0.0001440528487869324 0.014213075502400505 0.020060772066163766 0.01521983415622331 0.025917345339094542 -0.0015001484602648126 -0.0072942698881042836 0.027089316633475812 0.0025510752098629541 -0.0030933367367620384 0.029997438803064463 0.0091674772989935611 0.015795851550377944 0.011434789801987033
leaf_weight=72 56 55 98 102 60 816 59 78 148 55 206 261 177 60 62 57 52 52 55 52 52 81 52 95 53
leaf_count=72 56 55 98 102 60 816 59 78 148 55 206 261 177 60 62 57 52 52 55 52 52 81 52 95 53
internal_value=0 0.00259536 0.014987 0.0122977 0.0156798 0.0149433 0.0141599 0.0131799 0.0154178 0.0131862 0.0209033 0.00835022 0.0056537 0.0202132 0.0269182 0.0154019 0.0100343 0.00343402 0.0236991 -0.0070347 -0.01171 0.0228557 0.0174216 0.0199488 0.0182135
internal_weight=0 317 2649 158 2499 2289 2083 1793 1225 871 354 568 438 290 121 169 112 150 210 159 107 206 130 150 125
internal_count=2966 317 2649 158 2499 2289 2083 1793 1225 871 354 568 438 290 121 169 112 150 210 159 107 206 130 150 125
is_linear=0
shrinkage=0.16829


Tree=3912
num_leaves=23
num_cat=0
split_feature=4 3 123 2 14 12 12 475 483 3 484 3 43 16 16 16 150 403 12 3 12 16
split_gain=24.1803 9.74365 4.9993 2.47823 2.34571 2.25608 1.31403 1.02665 0.930426 0.891874 0.812179 0.767151 0.726305 0.660532 0.652379 0.773999 0.563032 0.538336 0.446109 0.443261 0.401012 0.160119
threshold=0.31392000000000003 0.28833000000000003 1.0000000180025095e-35 0.10859000000000001 -0.45687499999999998 -0.042789999999999988 0.09253500000000002 1.0000000180025095e-35 -0.070084999999999981 -0.083934999999999996 -0.085034999999999986 -0.036264999999999992 0.32668500000000006 -0.47730499999999992 0.18879500000000002 0.41326000000000002 0.084525000000000003 -0.49218499999999993 1.0000000180025095e-35 -0.11211999999999998 0.11697000000000002 0.024125000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -2 13 7 8 9 -1 -10 19 14 -6 17 -16 -4 -8 -7 -5 21 -21
right_child=4 -3 16 11 5 18 12 -9 10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 20 -22 -23
leaf_value=0.001715219049900371 0.0011696857886173784 0.00033193396574034172 0.0011616679178511908 0.0011988397092100029 0.00036910783831096831 0.00092502239656449083 0.0012542909116233355 0.0021836640741768648 0.0019997398382260137 0.0023279250770015364 0.0016732404757528964 0.0010746562927361196 0.0018940730089883867 -0.00013302506544412836 0.00099974463103349597 0.0015494094425297388 0.00072609909777684349 0.001616348269285391 0.00054676242910778588 0.0017545794832486022 0.0012857976457974259 0.0015226017788771977
leaf_weight=53 65 67 88 56 58 74 52 54 90 52 1278 74 61 56 54 59 52 368 64 64 52 75
leaf_count=53 65 67 88 56 58 74 52 54 90 52 1278 74 61 56 54 59 52 368 64 64 52 75
internal_value=0 0.00157496 0.0016072 0.00164199 0.000610421 0.000466026 0.00168296 0.00173438 0.00171788 0.00201899 0.00169475 0.00137118 0.00155071 0.000122137 0.00151134 0.00128705 0.00100014 0.00157161 0.000749853 0.00145988 0.00153623 0.00162967
internal_weight=0 2649 2582 2442 317 252 2121 1527 1473 105 1368 321 594 114 533 113 140 420 138 247 191 139
internal_count=2966 2649 2582 2442 317 252 2121 1527 1473 105 1368 321 594 114 533 113 140 420 138 247 191 139
is_linear=0
shrinkage=0.0032998


Tree=3913
num_leaves=15
num_cat=0
split_feature=40 13 43 14 4 4 43 0 0 16 133 0 3 0
split_gain=1.24328 1.16171 0.685489 0.605341 0.692156 0.947216 0.599102 0.589401 1.04573 0.904708 0.910032 0.472276 0.491818 0.369165
threshold=0.0045850000000000005 -0.10526999999999999 0.10440000000000002 -0.13131999999999996 0.31392000000000003 0.51074000000000008 -1.0000000180025095e-35 -0.00077999999999999999 -0.044434999999999995 0.26768500000000006 0.035950000000000003 -0.16423499999999996 -0.027864999999999997 -0.10726999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 7 -6 -1 8 11 10 -9 -5 -13 -8
right_child=-2 3 -4 4 5 -7 13 9 -10 -11 -12 12 -14 -15
leaf_value=0.011975491728936078 -0.0083145231601196509 0.02709163300619687 0.015186128994846008 0.026749300340330913 -0.008676165771371697 0.019472978194570556 -0.00062513457999338292 -0.020630394918026849 0.034146187238170346 0.018497444137273809 0.010124999550061641 0.014565169450820868 0.0050648156623704747 -0.018265561907591519
leaf_weight=53 80 97 83 83 88 55 70 53 78 83 56 1853 169 65
leaf_count=53 80 97 83 83 88 55 70 53 78 83 56 1853 169 65
internal_value=0 0.0129405 0.00244403 0.0140276 0.0135236 0.00213786 -0.00317191 0.0142084 0.0149951 0.00525457 -0.00481298 0.0142846 0.013772 -0.00913198
internal_weight=0 2886 271 2615 2518 143 188 2375 2183 192 109 2105 2022 135
internal_count=2966 2886 271 2615 2518 143 188 2375 2183 192 109 2105 2022 135
is_linear=0
shrinkage=0.16829


Tree=3914
num_leaves=25
num_cat=0
split_feature=1 3 2 1 3 3 15 4 43 51 4 43 3 3 3 13 1 16 43 4 16 1 48 133
split_gain=24.648 6.73092 1.96506 1.89019 1.61463 1.76287 1.14668 1.2816 0.935726 0.92987 0.889403 1.62993 0.935682 0.91103 0.774082 0.690531 1.09593 0.600002 0.569461 0.517196 0.52216 0.410991 0.204765 0.199368
threshold=0.10442000000000001 -0.036264999999999992 0.11504500000000002 0.092845000000000025 0.076825000000000018 0.28833000000000003 -0.11532999999999999 0.046185000000000004 -0.078169999999999976 -0.015159999999999998 -0.16236499999999995 -0.033049999999999989 0.085880000000000012 -0.057749999999999989 -0.078584999999999988 -0.009244999999999998 0.12257000000000003 -0.0070549999999999996 -0.48891499999999993 -0.039279999999999995 -0.0070549999999999996 0.14228000000000005 0.086310000000000012 0.08517000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 19 6 15 -6 22 10 -5 -9 11 -8 13 18 -10 16 -3 -16 -12 -2 -21 -7 -1 -11
right_child=1 4 -4 8 5 21 7 9 14 23 12 -13 -14 -15 17 -17 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.0018989044404850606 0.0016120035123615688 0.00065813795261789293 0.00073393059120735145 0.00087526618394144723 0.00095373883389919794 0.00053207001052073071 0.00078543462019230919 0.00094873145811549082 0.00099242439598864552 0.0012725536527500463 0.0018489044446350477 0.001541188956467652 0.0010851858519892695 0.0018826546785843102 0.0015868324592336737 -0.00010972776527783169 1.8545773274649546e-05 0.0011544381568240037 0.0015001723561954056 0.001418788469902091 0.00097864616057476237 0.00014125152145809703 0.0016540202691574084 0.0015167169337166274
leaf_weight=65 53 60 89 73 102 68 53 82 61 82 54 76 53 78 100 52 57 55 1311 65 55 52 99 71
leaf_count=65 53 60 89 73 102 68 53 82 61 82 54 76 53 78 100 52 57 55 1311 65 55 52 99 71
internal_value=0 0.000723884 0.00113324 0.00144998 0.000449495 0.000634584 0.0014857 0.00146226 0.00119971 0.00123363 0.0014953 0.00123096 0.00151807 0.00153395 0.00130919 0.000206151 0.000346843 0.00143363 0.00151399 0.00133846 0.00121735 0.000363009 0.00175129 0.00138609
internal_weight=0 653 262 2313 391 222 2024 1860 289 235 1625 129 1496 1443 216 169 117 155 1365 173 120 120 164 153
internal_count=2966 653 262 2313 391 222 2024 1860 289 235 1625 129 1496 1443 216 169 117 155 1365 173 120 120 164 153
is_linear=0
shrinkage=0.0032998


Tree=3915
num_leaves=21
num_cat=0
split_feature=1 52 1 12 39 14 3 3 12 1 1 484 0 52 160 3 51 1 1 43
split_gain=64.8748 13.5285 8.45126 6.1705 5.68162 4.41752 3.14559 2.72496 2.49448 2.17075 1.81245 0.730579 0.713818 0.640158 0.667971 0.588664 0.587455 0.551629 0.289892 0.267447
threshold=0.10575500000000002 -0.34918499999999997 0.13686500000000004 0.089585000000000012 0.0039300000000000003 0.073890000000000011 -0.15963499999999997 0.10402500000000002 0.089895000000000017 0.088035000000000016 0.15390500000000004 0.013080000000000003 -0.195045 -0.065394999999999995 -1.0000000180025095e-35 0.13470000000000001 0.046060000000000011 0.094165000000000013 0.12448500000000001 -0.046639999999999994
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 13 5 6 -1 8 12 -6 15 17 -8 -3 -15 -4 -14 -10 -16 -5
right_child=1 2 10 19 9 -7 7 -9 11 -11 -12 -13 16 14 18 -17 -18 -19 -20 -21
leaf_value=0.0017326529347900311 0.0025352128397076105 0.00079131244685137574 0.00035828626392942999 0.0021180063474442764 0.0021637585634956525 0.0031577554123055963 0.0021845410975846634 0.0017545109878665775 0.0022886067596646262 0.0013469256647286581 -0.0001322833517349893 0.0019585403225764043 0.0025288717199357389 0.0014126243206918835 0.0011129898128096471 0.00084749450336879268 0.0028146780727316663 0.0025658978202788493 0.00080196271002664146 0.001778733244600155
leaf_weight=79 71 94 52 52 67 83 62 68 679 76 53 67 946 61 90 56 88 91 53 54
leaf_count=79 71 94 52 52 67 83 62 68 679 76 53 67 946 61 90 56 88 91 53 54
internal_value=0 0.00117727 0.00100656 0.00126136 0.00236778 0.00240994 0.00238008 0.00240562 0.00242851 0.00172988 0.000366954 0.00229242 0.00253241 0.00101789 0.00112213 0.000612276 0.00255323 0.00232142 0.00099796 0.0019455
internal_weight=0 636 565 404 2306 2163 2080 2001 1933 143 161 837 1096 298 204 108 1034 770 143 106
internal_count=2942 636 565 404 2306 2163 2080 2001 1933 143 161 837 1096 298 204 108 1034 770 143 106
is_linear=0
shrinkage=0.0032998


Tree=3916
num_leaves=24
num_cat=0
split_feature=4 2 39 3 2 14 0 2 4 4 3 2 34 14 0 4 51 42 4 2 0 133 0
split_gain=53.1617 19.3153 9.14857 7.80275 3.467 2.99414 2.8913 2.8063 1.65004 1.57976 1.70793 0.938702 0.921579 1.089 1.12899 0.762851 0.712088 0.489999 0.488317 0.452103 0.348747 0.167631 0.151705
threshold=0.31392000000000003 0.10836000000000003 0.0047850000000000011 -0.037084999999999993 0.14073000000000005 0.073890000000000011 -0.07385499999999999 0.13084500000000002 0.05864500000000001 0.018150000000000003 -0.13117499999999996 0.092155000000000015 -0.016844999999999995 -1.0000000180025095e-35 -0.18240499999999996 0.056640000000000003 -0.085489999999999997 0.093705000000000024 -0.014854999999999998 0.13226500000000005 -0.11656999999999999 0.08517000000000001 -0.060454999999999995
decision_type=2 2 2 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 12 9 -4 17 19 10 -1 16 -2 -14 -15 -11 -12 22 -13 -5 -17 -22 -3
right_child=4 3 6 8 -6 -7 -8 -9 -10 15 11 18 13 14 -16 20 -18 -19 -20 -21 21 -23 -24
leaf_value=0.0017717660078251272 0.00041483989152250807 0.0019083473932029955 0.0018020977026654203 0.00077371586380636066 -1.8679438348935389e-05 0.0027970493821273387 0.00091077763821955878 0.0010528438956700786 0.0012819462093831197 0.0016108009091899632 0.0024944169664739115 0.0021306730751874049 0.0012792545333705362 0.0010492691636528537 0.00042256042250297379 0.0022306340679430132 0.0022308863239241679 0.0021702395387761413 0.0018239614807852138 0.00036135779821214967 0.0018072297833517724 0.0020566688539845617 0.0016680220184794427
leaf_weight=100 59 70 80 65 80 83 79 52 55 68 126 219 55 60 66 61 1190 60 79 53 69 58 55
leaf_count=100 59 70 80 65 80 83 79 52 55 68 126 219 55 60 66 61 1190 60 79 53 69 58 55
internal_value=0 0.00200064 0.0021226 0.00134256 0.000575799 0.00218168 0.00135946 0.00173162 0.00080937 0.00215574 0.00219199 0.00221801 0.000774106 0.00089102 0.000721273 0.00191287 0.00225614 0.00192222 0.00204948 0.000588803 0.00202194 0.00192142 0.00180289
internal_weight=0 2622 2212 410 320 2053 159 237 173 1970 1714 1614 240 181 126 256 1316 185 298 118 188 127 125
internal_count=2942 2622 2212 410 320 2053 159 237 173 1970 1714 1614 240 181 126 256 1316 185 298 118 188 127 125
is_linear=0
shrinkage=0.0032998


Tree=3917
num_leaves=17
num_cat=0
split_feature=4 39 2 14 4 2 16 0 1447 4 16 47 16 4 42 0
split_gain=2.75808 1.16608 0.67314 0.642627 0.777001 0.56403 0.523095 0.827937 0.576368 0.491308 0.490189 0.412143 0.285898 0.287918 0.226996 0.198536
threshold=0.51292000000000015 0.10096000000000001 0.12551500000000002 -0.24168999999999999 0.27258000000000004 0.092320000000000013 0.18078000000000002 -0.060094999999999989 -0.085804999999999979 0.097095000000000015 -0.14085499999999998 0.090515000000000026 -0.088719999999999979 0.028075000000000006 0.086435000000000012 -0.16926499999999997
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 -5 -3 14 -8 -12 -14 -7 -6
right_child=2 9 -4 4 15 10 11 -9 -10 -11 12 -13 13 -15 -16 -17
leaf_value=0.032634916163315451 0 -0.013907694631686314 -0.025526378671168155 0.0031964320525601363 0.010514989685911113 0.029829081801092835 0.036857475681302501 -0.00092928636435519432 0.018577898717515209 0.0087070893472860275 0.00018835000723756449 0.018383275019636616 0.01330730156890785 0.0032876821786496104 0.015159235193981588 -0.0016081466526785514
leaf_weight=62 67 52 52 73 68 60 70 70 1354 57 65 68 581 95 61 87
leaf_count=62 67 52 52 73 68 60 70 70 1354 57 65 68 581 95 61 87
internal_value=0 0.0149874 -0.0111592 0.0156729 0.0152757 0.0159936 0.0178327 0.0169157 0.0177923 -0.00206513 0.0125032 0.0277673 0.0108768 0.0119019 0.0224484 0.0036988
internal_weight=0 2823 119 2714 2652 2497 1635 1497 1427 109 862 138 741 676 121 155
internal_count=2942 2823 119 2714 2652 2497 1635 1497 1427 109 862 138 741 676 121 155
is_linear=0
shrinkage=0.16829


Tree=3918
num_leaves=19
num_cat=0
split_feature=39 13 14 14 0 16 0 30 52 13 13 0 16 48 160 52 475 13
split_gain=17.2296 6.96141 4.55537 2.83117 2.48867 5.52942 2.90192 2.29407 2.02883 1.34616 1.25638 1.17399 0.824869 0.803915 0.666977 0.610288 0.60244 0.416262
threshold=0.087690000000000004 -0.16392499999999996 -0.31893999999999995 0.073890000000000011 -0.029849999999999998 0.10134000000000001 -0.099704999999999974 0.085570000000000021 0.042815000000000006 0.10621000000000001 -0.48634999999999995 -0.072924999999999976 -0.00040499999999999992 0.085485000000000019 -1.0000000180025095e-35 -0.43279999999999996 -1.0000000180025095e-35 -0.085349999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 6 -6 8 9 13 12 -1 17 -2 -4 -10 -13 -7 -8
right_child=7 2 3 -5 5 16 11 -9 14 -11 -12 15 -14 -15 -16 -17 -18 -19
leaf_value=0.001468267631420356 0.0010417816398652282 0.00088517871815933335 0.0015624775042133066 0.0024105566532701579 0.00077428501934759231 0.0020620989960084104 0.0020472109487656934 0.00032548559664828523 0.0021883095778129588 0.00060584972762242639 0.00084307121499964941 0.0020234145459095071 0.0015566131746620111 0.0011761760490675505 0.0016895780608506081 0.0016765023298140076 0.0016362294349354278 0.0019159381102274852
leaf_weight=57 100 56 158 91 78 78 366 60 60 53 92 69 52 95 59 304 70 1044
leaf_count=57 100 56 158 91 78 78 366 60 60 53 92 69 52 95 59 304 70 1044
internal_value=0 0.00177618 0.00181705 0.00183815 0.00181626 0.00148604 0.00185087 0.000893837 0.00158521 0.00106001 0.00108248 0.00190628 0.00121814 0.00141756 0.00194134 0.00174077 0.00186091 0.00195004
internal_weight=0 2677 2528 2472 2381 226 2155 265 372 205 149 1783 152 253 119 373 148 1410
internal_count=2942 2677 2528 2472 2381 226 2155 265 372 205 149 1783 152 253 119 373 148 1410
is_linear=0
shrinkage=0.0032998


Tree=3919
num_leaves=23
num_cat=0
split_feature=1 12 0 1 16 160 12 4 0 4 4 4 4 13 1 4 0 159 479 0 12 1446
split_gain=2.23098 0.720578 0.734757 0.759966 0.706374 1.06178 0.599883 0.667824 0.599127 0.576293 0.523448 0.452496 0.400629 0.484054 0.505465 0.521912 0.959166 0.426796 0.423936 0.360533 0.644618 0.298579
threshold=0.13699000000000003 0.023990000000000004 0.051660000000000005 0.10075500000000003 -0.042884999999999993 -1.0000000180025095e-35 -0.0089849999999999982 -0.12685999999999997 -0.18240499999999996 0.26546000000000003 0.50541500000000006 0.036605000000000006 0.046185000000000004 -0.11760499999999999 0.10970000000000001 -0.10429499999999998 0.12321500000000001 0.085345000000000018 0.082935000000000023 -0.065939999999999985 0.092755000000000018 0.092380000000000018
decision_type=2 2 2 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 11 -8 -5 -10 -2 -1 13 -3 15 16 -15 19 21 20 -14 -17
right_child=10 12 -4 4 5 -7 7 -9 9 -11 -12 -13 17 14 -16 18 -18 -19 -20 -21 -22 -23
leaf_value=0.035974722936488381 0.002245926588642028 0.029629032617269856 -0.0060881617496454038 0.025655904288371542 0.014579523664257896 -0.01587881424052473 0.025467270133608159 0.0027403969180119698 0.017990746710800136 -0.0049379269514844924 -0.016575591710341508 0.01501693870493606 0.013207627927800232 -0.01228801514535032 0.031921623922314839 0.016223705327130619 0.017621513422617766 0.020840130483284699 0.0015207196556792717 0.018955584525553178 -0.006298269194769196 0.028020496784362987
leaf_weight=66 96 76 79 63 54 81 57 103 57 68 74 53 93 53 54 1397 71 78 54 52 99 64
leaf_count=66 96 76 79 63 54 81 57 103 57 68 74 53 93 53 54 1397 71 78 54 52 99 64
internal_value=0 0.0139176 0.00915665 0.0111602 0.00559482 -0.00368217 0.0175968 0.0108481 0.012266 0.00550318 -0.0059364 0.0266557 0.0154673 0.0164627 0.0158706 0.0153407 0.00482311 0.00999316 0.0162004 0.00651832 0.00314054 0.0167417
internal_weight=0 2772 681 602 323 135 279 160 188 125 170 119 2091 1769 1693 1639 124 322 1515 244 192 1461
internal_count=2942 2772 681 602 323 135 279 160 188 125 170 119 2091 1769 1693 1639 124 322 1515 244 192 1461
is_linear=0
shrinkage=0.16829


Tree=3920
num_leaves=18
num_cat=0
split_feature=1 2 16 123 2 447 123 2 2 3 3 3 14 1 15 3 13
split_gain=54.8183 8.04046 5.32941 3.50868 2.53717 2.42557 2.11282 2.67589 4.15868 2.05288 2.32319 1.60131 1.5011 0.938304 1.038 1.26878 0.397883
threshold=0.10398500000000001 0.17553000000000005 0.15737500000000001 1.0000000180025095e-35 0.11891500000000001 0.084630000000000011 0.081180000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 0.0098450000000000013 0.143375 -0.076189999999999994 0.064610000000000015 0.09803000000000002 -0.19153499999999998 0.085090000000000013 -0.077799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 5 12 7 8 -2 -9 -11 -4 13 14 -1 -16 -8
right_child=1 -3 11 -5 -6 -7 16 9 -10 10 -12 -13 -14 -15 15 -17 -18
leaf_value=0.0028081911091194928 0.0011512309638851248 0.00017589867565627473 0.0023377078007163158 0.0016674185033349988 0.0018119254771993662 0.0016746403270934346 0.0010763403257979575 0.00069896625050013331 0.002362098480571867 0.0017665300911973078 0.00094636382723418185 0.0015934880730189343 0.0028091581338979491 0.002020259559664046 0.0023877352629296075 0.0019978337308721871 0.00070015584638609418
leaf_weight=61 64 68 65 87 94 54 52 78 60 76 75 62 88 83 1775 97 77
leaf_count=61 64 68 65 87 94 54 52 78 60 76 75 62 88 83 1775 97 77
internal_value=0 0.00125268 0.00137285 0.00231906 0.00234421 0.00236738 0.00121421 0.00134645 0.00173742 0.0011346 0.0013594 0.00197467 0.00238515 0.00236662 0.00238147 0.00236755 0.000852069
internal_weight=0 677 609 2339 2252 2158 482 353 124 229 151 127 2104 2016 1933 1872 129
internal_count=3016 677 609 2339 2252 2158 482 353 124 229 151 127 2104 2016 1933 1872 129
is_linear=0
shrinkage=0.0032998


Tree=3921
num_leaves=30
num_cat=0
split_feature=1 3 123 1 4 13 4 3 1 0 16 402 42 42 16 1 0 43 0 0 4 13 13 4 0 42 3 42 0
split_gain=68.4139 13.6603 4.83359 3.04839 2.68332 1.96336 1.66666 1.11154 1.09161 1.4158 0.804264 0.865056 0.7773 0.724821 0.674679 0.605406 0.590921 1.23772 0.568377 0.734303 0.562885 0.562877 0.523553 0.480624 0.459171 0.35214 0.281969 0.270225 0.134121
threshold=0.10575500000000002 -0.063264999999999988 1.0000000180025095e-35 0.14132000000000003 0.41165000000000002 -1.0000000180025095e-35 0.053925000000000008 -0.081184999999999993 0.083670000000000008 -0.11262999999999999 -0.091354999999999978 0.089220000000000008 -0.011505 -1.0000000180025095e-35 0.26411500000000004 0.12765500000000005 -0.079249999999999987 -0.084114999999999981 -0.12368999999999998 -0.077809999999999976 0.0063750000000000013 -1.0000000180025095e-35 -0.070774999999999991 -0.084854999999999986 -0.082304999999999975 0.089975000000000013 0.3148450000000001 0.083825000000000024 -0.14797999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 5 14 15 7 10 9 -8 27 16 -13 24 -2 20 23 -18 -15 25 -3 -21 -11 -12 -9 -20 -5 -1 -7
right_child=1 3 -4 26 -6 28 8 13 -10 22 11 12 -14 18 -16 -17 17 -19 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.001979160628968172 0.0012589088231446945 0.00010579935570459997 0.0010197190182776651 -0.00012293353329138144 0.00062860334341431428 0.00059007636847540354 0.0020615853699761234 0.0021811726607180166 0.0011450089084017484 0.001675839344153184 0.0020190379717565845 0.0018644780674566912 0.0024143306165687142 0.001427006630868225 0.0017104140198242793 -5.4600963051045214e-05 0.0014019186726864803 0.0018653155753614193 0.0019096993252539257 0.0014897286529399706 0.00054615175791317681 0.0018537129414130866 0.0013061406313209008 0.00180869490212865 0.001781733706108541 0.0016872366977171292 -0.00046773516425724745 0.0022646447903943833 0.00081791532330268053
leaf_weight=91 79 70 96 52 58 63 65 53 60 83 162 63 52 91 68 84 108 153 187 196 58 62 87 482 82 140 52 65 54
leaf_count=91 79 70 96 52 58 63 65 53 60 83 162 63 52 91 68 84 108 153 187 196 58 62 87 482 82 140 52 65 54
internal_value=0 0.000528919 0.00174592 0.000196591 0.00123069 0.000352307 0.00177645 0.00181091 0.0015442 0.00164597 0.00187605 0.00184202 0.00211341 0.00171642 0.00146801 0.000162718 0.00180749 0.0016737 0.00167196 0.00171 0.000305609 0.00157733 0.00148685 0.00186166 0.00193881 0.00181456 -0.000295673 0.00209834 0.000695534
internal_weight=0 638 2378 433 205 329 2282 1987 295 235 1176 1020 115 811 147 212 905 261 676 585 128 258 170 644 135 327 104 156 117
internal_count=3016 638 2378 433 205 329 2282 1987 295 235 1176 1020 115 811 147 212 905 261 676 585 128 258 170 644 135 327 104 156 117
is_linear=0
shrinkage=0.0032998


Tree=3922
num_leaves=22
num_cat=0
split_feature=1 3 10 124 1 2 1 150 4 48 15 4 13 43 13 160 3 3 1 4 4
split_gain=54.6237 10.5067 3.40386 2.73531 2.54572 1.70662 1.33556 1.75839 1.326 0.892629 1.39854 1.17579 0.829345 0.770953 2.26763 0.721112 0.639022 0.717092 0.676788 0.52816 0.502162
threshold=0.10404000000000001 -0.055389999999999988 -0.00189 -0.048219999999999992 0.12257000000000003 0.10523 0.12000500000000001 0.085075000000000026 0.053925000000000008 0.090730000000000019 -0.14051999999999998 -0.5055599999999999 -0.016319999999999998 -0.051239999999999987 -0.05171499999999999 0.066880000000000009 0.091085000000000013 -0.020049999999999995 0.090795000000000015 0.13995000000000002 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 -1 5 -2 7 -4 9 11 -11 -5 -12 -8 -15 19 17 18 -13 20 -10
right_child=1 2 6 8 -6 -7 13 -9 15 10 12 16 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0016474932015135418 0.0021984882937587519 0.0002864502329148506 0.0014602038412077603 0.0027154314565711749 0.0011125709954298583 0.0015251216731168237 0.00048538094101553095 0.00073625551978511047 0.0018341704858522744 0.0023582753122178123 0.0020629960507401366 0.0022704508024371044 0.0014696048903388851 0.00055563815973481284 0.0014440529730304994 0.0022676052764624005 0.0019108890841421098 0.0025816648664414178 0.0020659438802206154 0.0016797865947620716 0.0022651681026106697
leaf_weight=99 95 99 103 61 60 73 61 57 67 76 52 1379 52 73 55 78 61 73 207 80 55
leaf_count=99 95 99 103 61 60 73 61 57 67 76 52 1379 52 73 55 78 61 73 207 80 55
internal_value=0 0.00112063 0.000826998 0.00218566 0.00169743 0.0019061 0.000980233 0.00120252 0.00220942 0.0022399 0.00201664 0.00226244 0.00176664 0.000791869 0.000937654 0.00199584 0.00224636 0.00225867 0.00224378 0.00189073 0.00202876
internal_weight=0 676 448 2340 228 168 349 160 2241 1961 180 1781 104 189 128 280 1720 1659 1586 202 122
internal_count=3016 676 448 2340 228 168 349 160 2241 1961 180 1781 104 189 128 280 1720 1659 1586 202 122
is_linear=0
shrinkage=0.0032998


Tree=3923
num_leaves=27
num_cat=0
split_feature=4 3 3 376 3 3 4 401 12 3 160 4 160 48 48 13 12 131 4 1456 48 457 3 3 1446 12
split_gain=65.5487 23.3003 8.94491 5.49638 1.98205 2.28593 4.83745 1.45898 1.34206 1.18195 1.16613 1.0367 0.865198 1.08409 0.825031 1.38859 0.765125 0.713828 0.660238 0.649267 0.823153 0.570339 0.349026 0.342327 0.297499 0.232399
threshold=0.31392000000000003 -0.059315 0.28833000000000003 0.048375000000000008 0.11391500000000002 -0.0024599999999999995 -0.0018749999999999997 0.085030000000000008 0.086115000000000011 -0.082634999999999986 -0.068619999999999987 0.032770000000000001 -0.010749999999999997 0.084855000000000014 0.093225000000000016 -0.078199999999999978 -0.088999999999999982 0.091600000000000015 0.51074000000000008 0.083690000000000014 0.085485000000000019 0.082335000000000005 0.11269500000000002 -0.080884999999999985 0.083735000000000018 0.091045000000000015
decision_type=2 2 2 2 2 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 -3 11 -9 -2 -11 14 -7 -14 19 -16 -5 23 22 20 21 -1 -12 -13 -21 -10
right_child=9 2 -4 16 -6 12 -8 8 25 10 18 17 13 -15 15 -17 -18 -19 -20 24 -22 -23 -24 -25 -26 -27
leaf_value=0.002220134173773358 0.0008250396749094473 0.00096773391330568816 0.00036392960285134987 0.0012388901974531505 0.0012694306763103426 0.0024069076960930714 0.0020968396729912882 0.0029424129027434331 0.0024691472147819467 0.00072528200316322527 0.00017586256000197832 0.002253092694610135 0.0021983083049146512 0.001589239244064927 0.0023111545773268692 0.0015978927248148636 0.00067323354024114487 0.0017236410699783056 -5.6685658241299382e-05 0.0026723224320302171 0.0025363880921774771 0.001869265914513711 0.00054945136750722112 0.0019659148140893506 0.0023326439805756416 0.0022076146942173218
leaf_weight=1218 84 74 68 52 67 74 94 53 75 71 52 94 82 53 61 59 53 74 60 53 89 54 58 94 67 83
leaf_count=1218 84 74 68 52 67 74 94 53 75 71 52 94 82 53 61 59 53 74 60 53 89 54 58 94 67 83
internal_value=0 0.00205665 0.00149352 0.00163337 0.00179402 0.00188716 0.00159971 0.00222416 0.00248548 0.000487633 0.000369884 0.00219454 0.00211805 0.00195945 0.00222623 0.00196076 0.000953704 0.00200079 0.000221246 0.00224771 0.00222695 0.00220527 0.000373166 0.00210969 0.00248296 0.00233198
internal_weight=0 2691 617 549 444 377 168 2074 211 325 241 1863 209 135 1601 120 105 262 170 1481 1361 1272 110 188 120 158
internal_count=3016 2691 617 549 444 377 168 2074 211 325 241 1863 209 135 1601 120 105 262 170 1481 1361 1272 110 188 120 158
is_linear=0
shrinkage=0.0032998


Tree=3924
num_leaves=28
num_cat=0
split_feature=1 3 1 2 40 4 2 0 0 0 4 39 1 48 39 2 4 474 52 13 42 481 3 15 3 3 43
split_gain=58.6462 10.9344 4.36618 3.18077 2.96279 1.88067 1.64554 1.84514 1.59975 1.35553 1.34131 2.02441 1.21201 1.02102 1.01702 0.804964 0.864808 0.688502 0.631828 0.592983 1.16645 0.473754 0.431458 0.428679 0.428503 0.310878 0.216103
threshold=0.10404000000000001 -0.063264999999999988 0.14132000000000003 0.11504500000000002 -0.034699999999999988 -0.032169999999999997 0.08647500000000001 -0.22745499999999999 -0.14104999999999998 -0.14164999999999997 0.071150000000000005 0.088025000000000006 0.092755000000000018 0.093225000000000016 0.085815000000000016 0.12336000000000001 -0.16236499999999995 1.0000000180025095e-35 -0.11183499999999999 -0.052124999999999998 -0.0060199999999999993 -0.084709999999999994 0.0043700000000000006 -0.08237499999999999 -0.078584999999999988 0.3148450000000001 -0.035884999999999993
decision_type=2 2 2 2 2 2 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 18 14 -3 8 -8 -6 -9 22 -12 17 15 -1 16 -11 19 -2 21 -21 -10 -7 -15 -14 -4 -26
right_child=1 2 25 -5 6 10 7 9 12 13 11 -13 24 23 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 26 -27 -28
leaf_value=0.0013518324936616097 0.0022808280884682132 0.0015479906925124143 0.000409120130719955 0.0011346942488931857 0.0028164285243062895 0.00081236332601470295 0.0015888144340926497 0.002688336528462711 0.0025857993416962773 0.0025002180488705142 0.0013758645422471559 0.00069162915997112741 0.0017975198607933964 0.0020662906575550522 0.0019857151452028756 0.0018217631086780556 0.0021876648633918278 0.0020631889389108216 0.001829274274996489 0.0024073118664540471 0.0029248512490835385 0.0022474083267835002 0.00039125047922856124 0.0016406787835571517 0.0020093109493890368 4.7439020252455587e-05 0.002314163946871616
leaf_weight=52 54 57 52 69 74 52 58 58 56 110 102 88 52 54 60 59 898 74 95 242 60 273 55 52 52 52 56
leaf_count=52 54 57 52 69 74 52 58 58 56 110 102 88 52 54 60 59 898 74 95 242 60 273 55 52 52 52 56
internal_value=0 0.00111316 0.000823474 0.00172161 0.0022167 0.000998135 0.00224308 0.00216618 0.00234859 0.00219336 0.000892488 0.00105914 0.00230853 0.00216886 0.00169173 0.00219972 0.00222181 0.00236769 0.00199316 0.00240335 0.00251025 0.00230511 0.000596233 0.00185783 0.00204762 0.000228618 0.00216771
internal_weight=0 676 458 218 2340 354 2228 1289 939 1231 297 190 865 1173 112 1067 1008 705 149 631 302 329 107 106 160 104 108
internal_count=3016 676 458 218 2340 354 2228 1289 939 1231 297 190 865 1173 112 1067 1008 705 149 631 302 329 107 106 160 104 108
is_linear=0
shrinkage=0.0032998


Tree=3925
num_leaves=34
num_cat=0
split_feature=1 3 1 12 0 13 47 0 12 3 0 49 0 49 12 15 0 15 43 42 1 51 3 157 49 15 15 13 0 42 15 3 42
split_gain=41.4569 7.4464 4.0755 4.41161 2.61766 2.49732 1.80297 1.76362 1.71958 1.57602 1.32232 1.07718 0.959977 0.832673 0.991635 0.872422 0.746067 0.86109 0.689656 0.806765 0.646 0.573008 0.562487 0.698152 0.506957 0.458147 0.543331 0.393044 0.375959 0.297913 0.325024 0.173671 0.124856
threshold=0.10910500000000002 -0.063264999999999988 0.089625000000000024 0.087255000000000013 -0.14867499999999997 -0.0015099999999999998 0.091930000000000012 -0.041534999999999996 0.091495000000000007 0.081495000000000012 -0.11742499999999999 -0.010424999999999999 -0.072849999999999984 -0.049189999999999991 0.056995000000000011 -0.025879999999999997 -0.06952499999999999 0.097415000000000015 -0.079944999999999988 0.098550000000000013 0.13707500000000003 -0.011859999999999997 -0.082294999999999993 -0.084749999999999978 0.088805000000000009 -0.033234999999999994 -0.083029999999999979 -0.090384999999999979 -0.081224999999999978 0.092485000000000026 0.096235000000000015 -0.088824999999999987 0.092175000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 5 9 -4 10 32 13 -1 27 -7 -12 -6 15 -15 17 25 -18 -20 -14 -5 23 -16 -24 26 -10 -3 -27 31 -31 -23 -2
right_child=1 6 3 21 8 11 -8 -9 16 -11 12 -13 20 14 22 -17 18 -19 19 -21 -22 29 24 -25 -26 28 -28 -29 -30 30 -32 -33 -34
leaf_value=0.003197374128869908 0.0022364085903450511 0.0013635251161014119 0.0012977453169503456 0.0025658278972112941 0.0026888199255827327 0.0016768332927861191 0.0014432808327162667 0.0014257271183958887 0.0023830093174545307 0.0024246715013780105 0.00035836856463998757 0.0022726651015865661 0.0011265528301799871 0.0024225538573711312 0.0028115633205978269 0.0018682148753842863 0.0016780853683566739 0.0018851229279197293 0.0023616364350651782 0.001839932100253067 0.00064988549376105223 0.002162021104106716 0.002361549500906405 0.0024327689601919313 0.0020179264556472207 0.0026997713110633566 0.001986782884460431 0.00096978603755100922 0.0023413543960502559 0.0019067860389082574 0.0022539663284871776 0.0024062943238781984 0.0019977728389759457
leaf_weight=63 52 60 100 65 102 64 86 66 88 54 55 70 61 54 60 75 52 56 74 59 64 54 243 560 60 52 69 53 92 57 66 95 54
leaf_count=63 52 60 100 65 102 64 86 66 88 54 55 70 61 54 60 75 52 56 74 59 64 54 243 560 60 52 69 53 92 57 66 95 54
internal_value=0 0.00128114 0.0022856 0.00204203 0.00236229 0.00169337 0.00102251 0.00185082 0.00232924 0.00284104 0.000898887 0.00198835 0.00072274 0.00240154 0.00237366 0.00210054 0.00217523 0.00226413 0.0020035 0.00213047 0.000882781 0.00228402 0.00241179 0.00246948 0.00229362 0.00233452 0.0022091 0.00117916 0.00247103 0.00221655 0.00209336 0.002318 0.00211517
internal_weight=0 551 2384 571 1813 234 379 172 1696 117 293 134 180 1154 1052 129 542 357 185 133 125 337 923 620 303 301 157 113 144 272 123 149 106
internal_count=2935 551 2384 571 1813 234 379 172 1696 117 293 134 180 1154 1052 129 542 357 185 133 125 337 923 620 303 301 157 113 144 272 123 149 106
is_linear=0
shrinkage=0.0032998


Tree=3926
num_leaves=19
num_cat=0
split_feature=2 30 14 12 4 12 133 2 49 2 1375 150 11 132 12 475 11 12
split_gain=0.987943 0.880046 0.825498 0.609326 0.54612 1.23895 0.693851 0.888866 0.598084 0.497036 0.450325 0.416054 0.33056 0.417861 0.261061 0.241427 0.11797 0.101554
threshold=0.25063000000000007 0.086220000000000019 0.073890000000000011 0.083885000000000015 -0.018069999999999996 -1.0000000180025095e-35 0.087455000000000019 0.08647500000000001 0.047620000000000003 0.084970000000000004 -0.012944999999999998 0.097540000000000016 0.080320000000000016 1.0000000180025095e-35 0.098785000000000012 -0.017224999999999997 0.077330000000000024 -0.0066799999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 17 -9 -7 -5 12 13 -12 -14 -11 -4 -6
right_child=-2 -3 16 10 6 9 -8 8 -10 15 11 -13 14 -15 -16 -17 -18 -19
leaf_value=-0.011970660764225326 -0.0041069433157713145 0.00087149852532048726 0.028585674369486305 0.033682376292423238 0.038362596010086743 0.0025749824587839717 0.0036088232693569388 0.011365580225542122 0.026653747080679809 0.013133106668620838 0.019180449836512157 0.0060559475968566222 0.036167900446132953 0.02789533214018116 0.020301009334991547 0.028242070675507328 0.040074785817926561 0.028324925752975634
leaf_weight=62 52 72 52 74 58 57 79 227 107 54 1505 57 68 175 53 69 53 61
leaf_count=62 52 72 52 74 58 57 79 227 107 54 1505 57 68 175 53 69 53 61
internal_value=0 0.0192694 0.01974 0.0191705 0.015172 0.00853008 0.01819 0.0207289 0.0162687 0.0156014 0.0207714 0.0202562 0.0207046 0.0200893 0.0292328 0.0216235 0.0344021 0.0332323
internal_weight=0 2883 2811 2706 774 242 532 453 334 180 1932 1858 1801 1680 121 123 105 119
internal_count=2935 2883 2811 2706 774 242 532 453 334 180 1932 1858 1801 1680 121 123 105 119
is_linear=0
shrinkage=0.16829


Tree=3927
num_leaves=34
num_cat=0
split_feature=1 3 1 150 2 3 4 43 2 3 157 4 160 49 4 4 2 49 402 43 43 43 4 133 133 3 43 4 49 3 51 3 1
split_gain=37.7949 9.60048 3.91092 3.50231 2.71914 1.5971 1.68791 1.48573 3.08706 1.34769 1.16255 1.01276 1.27245 1.0058 0.768631 1.10908 0.996144 0.869445 0.680638 0.676693 0.928332 0.662171 0.642111 0.628388 0.608023 0.597763 0.55065 0.538698 0.395365 0.345665 0.33518 0.327095 0.313111
threshold=0.10932500000000002 -0.049204999999999992 0.089625000000000024 1.0000000180025095e-35 0.12141500000000001 -0.081864999999999979 -0.078549999999999995 -0.064539999999999986 0.14132000000000003 0.28833000000000003 -0.084874999999999992 0.024470000000000002 -0.06146999999999999 -0.073619999999999977 -0.0083549999999999978 -0.078249999999999986 0.097375000000000003 0.0060400000000000011 -0.088099999999999984 -0.0039049999999999992 0.058415000000000009 -0.080064999999999983 -0.012865 0.097995000000000013 0.083815000000000014 -0.07908999999999998 0.034420000000000006 0.057200000000000008 0.091160000000000005 -0.12077499999999998 -0.023324999999999995 -0.013174999999999997 0.094935000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 10 5 27 29 -7 31 9 -9 22 14 -13 -5 15 16 18 25 -12 30 -21 -8 -1 28 -19 -16 32 -2 -14 -4 -17 -3 -23
right_child=1 7 3 13 -6 6 21 8 -10 -11 11 12 23 -15 17 19 -18 24 -20 20 -22 26 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.0027924242085948063 0.0022884095995278227 0.00075724840239935415 0.0024644964214870944 0.0016647063178093404 0.0011682422888100641 0.0013588928542719609 0.0016731283726947204 0.0015254422252264531 0.00047580896917348412 0.00087025303283270897 0.0020399403300047215 0.0015831071585942591 0.0024060312339226455 0.0010575386214503042 0.0023899576082387556 0.0023198557614872014 0.0018225326551836816 0.0028383538866100086 0.0023456601433299125 0.0015597525648407683 0.0021276336896487481 0.0024200708954862432 0.0023305974349071869 0.0018317626950147101 0.0023730351595020027 0.0019566227093863638 0.001826012843429212 0.001855094569456054 0.0020621368262345131 0.0021490045315735542 0.0020668341541319026 0.00043007926789530049 0.0020837118208739246
leaf_weight=52 57 64 76 69 55 54 52 98 75 53 95 62 77 53 83 82 52 57 551 63 64 52 95 59 70 62 58 73 74 82 215 71 80
leaf_count=52 57 64 76 69 55 54 52 98 75 53 95 62 77 53 83 82 52 57 551 63 64 52 95 59 70 62 58 73 74 82 215 71 80
internal_value=0 0.00117338 0.00213582 0.00189852 0.00178478 0.00203208 0.00188842 0.000859953 0.00102377 0.00129571 0.0022112 0.0021862 0.00200072 0.00140123 0.00222237 0.00218384 0.00226518 0.00238118 0.00230076 0.00204985 0.00184621 0.00200644 0.0024942 0.00212384 0.00258216 0.00220491 0.00209747 0.00204536 0.00223773 0.00230098 0.00213681 0.000585443 0.00221648
internal_weight=0 546 2389 576 185 454 296 361 226 151 1813 1666 272 122 1394 1122 698 272 646 424 127 242 147 210 127 145 190 130 151 158 297 135 132
internal_count=2935 546 2389 576 185 454 296 361 226 151 1813 1666 272 122 1394 1122 698 272 646 424 127 242 147 210 127 145 190 130 151 158 297 135 132
is_linear=0
shrinkage=0.0032998


Tree=3928
num_leaves=30
num_cat=0
split_feature=2 2 2 52 52 2 39 0 0 2 0 11 157 0 0 2 0 484 52 160 160 52 0 157 160 2 0 13 0
split_gain=49.9465 23.9915 13.123 7.73769 6.52711 5.97329 4.39326 3.32854 3.29686 2.61295 2.37197 2.05686 1.87989 1.00054 1.36185 0.918852 1.15794 0.821635 0.717916 0.603302 0.568299 0.549984 1.12989 0.546508 0.510435 0.415179 0.413002 0.393989 0.059244
threshold=0.10859000000000001 -1.0000000180025095e-35 0.16993500000000003 -0.41694999999999993 0.042815000000000006 0.092250000000000013 0.085505000000000012 -0.12368999999999998 -0.070134999999999989 0.12198500000000001 -0.079249999999999987 0.07585500000000002 -0.06482499999999998 -0.10298499999999998 -0.14534499999999997 0.12026500000000001 -0.14015999999999998 -0.0048899999999999994 -0.16855499999999998 -0.085684999999999983 -0.00067499999999999993 -0.51296999999999993 -0.071299999999999988 -0.077294999999999989 0.067415000000000017 0.096860000000000016 -0.068189999999999987 -0.048579999999999991 -0.073254999999999987
decision_type=2 2 2 2 2 2 2 2 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 12 10 8 -7 -1 -6 11 13 -5 14 -3 16 -14 -12 -15 25 -19 -21 24 -20 -23 -9 27 -22 -17
right_child=2 5 -4 4 9 7 -8 19 -10 -11 17 -13 15 18 -16 28 -18 20 23 21 26 22 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0021711578210062564 0.002258284668038589 0.0025406598572594464 -0.00018366726283013904 0.00032354377428405438 0.0021257657336158395 0.0015293602103396105 0.00072486790781277615 0.0021981518988187735 0.0010677225103815026 0.0012984856600274785 0.0025888767840605482 0.0031702726385350638 0.00090201213911065073 0.002193932470209217 0.0018999354346520747 0.00074867214301496991 0.001590968042782653 0.0018602538748798993 0.0027822281447737345 0.0023997370072307502 0.0019820330654933137 0.0020798587038210353 0.001753422007129919 0.0025476696057189921 0.0024551185413267014 0.0026134937342350106 0.0024275785548613302 0.0023195494294122351 0.00089989270070371565
leaf_weight=64 90 85 66 52 84 99 101 52 55 83 63 56 54 57 64 62 53 54 129 67 85 114 88 820 63 57 85 72 61
leaf_count=64 90 85 66 52 84 99 101 52 55 83 63 56 54 57 64 62 53 54 129 67 85 114 88 820 63 57 85 72 61
internal_value=0 0.00226895 0.00120469 0.00137476 0.00119758 0.00237709 0.00123164 0.00207732 0.00166146 0.00171481 0.00248017 0.00255022 0.000891157 0.00252012 0.00226569 0.00101933 0.0012436 0.00224378 0.00255777 0.00220025 0.00217022 0.00212941 0.00206094 0.00257959 0.00221362 0.00241567 0.00223924 0.00213704 0.000823954
internal_weight=0 2330 605 539 449 2110 220 540 119 167 1570 1211 282 1155 149 230 107 359 1006 441 296 332 265 949 177 109 242 157 123
internal_count=2935 2330 605 539 449 2110 220 540 119 167 1570 1211 282 1155 149 230 107 359 1006 441 296 332 265 949 177 109 242 157 123
is_linear=0
shrinkage=0.0032998


Tree=3929
num_leaves=28
num_cat=0
split_feature=1 1 150 2 52 52 3 0 1 3 150 0 0 1 1446 1447 484 484 0 2 2 0 52 52 2 15 15
split_gain=1.94111 0.698581 0.959626 0.758113 1.12581 0.65832 0.618379 0.550201 0.562756 0.547777 0.512238 0.495162 0.716005 0.546622 0.480375 0.454722 0.489301 1.08793 0.444516 0.479945 0.453721 0.429196 0.385259 0.360666 0.357512 0.323875 0.259063
threshold=0.12313000000000002 0.085780000000000009 0.077110000000000012 0.08647500000000001 -0.41694999999999993 -0.081429999999999989 -0.0031199999999999995 -0.0033699999999999993 0.110115 -0.13827999999999999 0.099490000000000009 -0.11742499999999999 -0.067434999999999981 0.13707500000000003 0.087090000000000015 -0.085709999999999995 -0.058209999999999991 -0.084954999999999989 -0.086134999999999975 0.084725000000000009 0.11523000000000001 -0.23066499999999998 -0.081674999999999984 0.0062600000000000008 0.091185000000000002 -0.0097449999999999985 -0.0025249999999999995
decision_type=2 2 2 2 2 2 2 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 7 -5 -6 9 8 22 -7 -4 -2 -13 -14 15 -1 17 25 19 -18 -20 -8 -3 26 -16 -17 -24
right_child=11 3 10 4 5 6 21 -9 -10 -11 -12 12 13 -15 24 16 18 -19 20 -21 -22 -23 23 -25 -26 -27 -28
leaf_value=0.035604052332912181 0.018298737590128129 0.030363566560010907 0.04783207496339794 0.028675000558202147 -0.0069751760019658455 0.013628693570952498 0.0084867692632861653 0.0035626178943593948 0.035085530146854782 -0.0091194780951871154 0.026511791149321413 -0.012967593615213163 0.019491099724150834 -0.00047227878875386368 0.00018415861908513206 0.012276223596830066 0.035139983652079355 -0.0077685823859292803 0.017919484115449032 0.022818692217541313 0.030113695542351999 0.027751635188970586 0.0061703886378077343 0.026364037540080654 0.019768609947587844 0.029557993598316498 0.017458713704385318
leaf_weight=63 65 78 57 80 79 58 63 52 77 62 74 67 66 94 54 60 128 52 622 305 101 69 79 96 52 64 218
leaf_count=63 65 78 57 80 79 58 63 52 77 62 74 67 66 94 54 60 128 52 622 305 101 69 79 96 52 64 218
internal_value=0 0.0198132 0.0219698 0.0163301 0.0107527 0.00641555 0.0106206 0.0201477 0.0217181 0.0018605 0.0358023 0.00534524 0.00162818 0.00775139 0.0207614 0.0215924 0.0209283 0.0126382 0.0221889 0.0264652 0.0196254 0.0185707 0.019529 0.017374 0.00980857 0.0212103 0.0144621
internal_weight=0 2643 1632 1011 411 331 252 600 548 120 131 292 227 160 1501 1395 1332 176 1156 433 723 132 471 393 106 124 297
internal_count=2935 2643 1632 1011 411 331 252 600 548 120 131 292 227 160 1501 1395 1332 176 1156 433 723 132 471 393 106 124 297
is_linear=0
shrinkage=0.16829


Tree=3930
num_leaves=25
num_cat=0
split_feature=1 12 1 4 12 12 47 1444 1 14 16 42 1 131 157 42 157 402 4 159 131 15 43 16
split_gain=39.3295 5.57205 4.16305 4.08663 2.51779 1.94247 1.72402 1.53172 1.67181 1.02898 1.96019 0.851873 0.762945 0.729163 0.645624 0.639936 0.636156 0.611081 0.57889 0.57208 0.584628 0.50944 0.479602 0.466176
threshold=0.10921500000000002 0.085075000000000026 0.13130500000000003 0.31392000000000003 -0.032329999999999991 0.090285000000000018 0.096770000000000009 -0.051419999999999993 0.090195000000000011 -0.42227999999999993 -0.14463999999999996 -0.079234999999999986 0.092845000000000025 0.090175000000000019 -0.082259999999999986 0.084535000000000013 -0.065824999999999981 0.036770000000000004 -0.014454999999999997 0.043570000000000005 0.10370500000000001 0.089545000000000013 -0.0064299999999999991 -0.0070549999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 13 4 12 7 9 -6 14 -2 22 18 -1 -3 15 -9 -16 19 21 20 -13 -7 -11 -10
right_child=1 2 -4 -5 5 11 -8 8 23 10 -12 17 -14 -15 16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0016202954851641492 0.00083415454162216556 0.0018550810273555399 0.00048951993027154448 0.00089370573223288279 0.0024433946313514184 0.0021815372304659973 0.0010125068482810316 0.0023274568896539897 0.0017185880708980694 0.00037736061019625781 -1.4087279363950836e-05 0.0017492039409711482 0.0011715788267994145 0.0013313934383379026 0.0015615207497119571 0.0018649985522920397 0.0019132424140630405 0.0013753501461665836 0.0016228355896407364 0.0013498607081940885 0.0014101909797123999 0.0017621418615853381 0.00077414128075321679 0.0013277333765643184
leaf_weight=84 56 63 52 57 55 83 69 80 71 61 100 542 83 55 61 57 886 79 59 52 63 53 74 65
leaf_count=84 56 63 52 57 55 83 69 80 71 61 100 542 83 55 61 57 886 79 59 52 63 53 74 65
internal_value=0 0.00077585 0.00126837 0.00176807 0.00178906 0.00181868 0.000543175 0.00190259 0.00187818 0.000431768 0.000335731 0.00170373 0.00139749 0.00161129 0.00192158 0.0021353 0.00189062 0.00165199 0.00189887 0.0016852 0.00171396 0.00201836 0.000595116 0.00153204
internal_weight=0 530 170 2430 2373 2206 360 1275 1220 291 235 931 167 118 1084 137 947 736 195 657 605 136 135 136
internal_count=2960 530 170 2430 2373 2206 360 1275 1220 291 235 931 167 118 1084 137 947 736 195 657 605 136 135 136
is_linear=0
shrinkage=0.0032998


Tree=3931
num_leaves=19
num_cat=0
split_feature=4 2 457 12 13 12 0 40 15 0 2 160 0 147 4 0 0 15
split_gain=36.4593 10.4681 3.5278 2.8905 2.10677 1.72496 1.23179 1.23448 1.09043 1.06055 1.65377 0.807217 1.3134 0.729249 0.726062 0.724042 0.432244 0.44034
threshold=0.31392000000000003 0.13388500000000003 0.10982500000000002 -0.025219999999999996 -0.16140499999999997 0.090285000000000018 0.0062000000000000006 -0.050089999999999989 -0.032144999999999993 -0.068189999999999987 0.10134000000000001 -0.059339999999999997 -0.071299999999999988 0.085805000000000006 -0.082099999999999992 -0.14920999999999998 -0.10147999999999999 -0.19153499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -5 13 7 -2 -3 10 -1 12 -7 15 -13 -6 17 -9
right_child=6 8 -4 4 5 11 -8 16 -10 -11 -12 14 -14 -15 -16 -17 -18 -19
leaf_value=0.0020106647411181266 0.00032341783123304008 0.0011364451060326413 0.00098535451509602088 0.0012346979065828094 0.0022558310631205294 0.0017642929217179504 0.00014636758907538811 0.0011651820484633395 0.00052762349676735768 0.0010947379203185964 0.0012793346745159707 0.0020252155347359989 0.0011628248847830619 0.0015918928387727018 0.0017839144307978739 0.0019688059183062853 0.00063283710545495426 0.00074643103665709097
leaf_weight=64 73 74 53 54 107 152 56 57 57 60 72 181 54 52 581 1086 73 54
leaf_count=64 73 74 53 54 107 152 56 57 57 60 72 181 54 52 581 1086 73 54
internal_value=0 0.00178174 0.0018291 0.00184724 0.00188054 0.00189628 0.000590629 0.000687296 0.000871807 0.00146199 0.00162375 0.00179141 0.0016068 0.00197779 0.00184128 0.00199458 0.000831469 0.000961783
internal_weight=0 2647 2516 2463 2267 2213 313 257 131 196 136 968 206 1245 762 1193 184 111
internal_count=2960 2647 2516 2463 2267 2213 313 257 131 196 136 968 206 1245 762 1193 184 111
is_linear=0
shrinkage=0.0032998


Tree=3932
num_leaves=31
num_cat=0
split_feature=1 52 1 2 2 2 1 39 51 16 14 49 2 474 15 1 15 131 52 15 16 16 15 13 52 16 160 49 133 13
split_gain=56.8983 8.87435 6.83315 3.55616 4.00429 3.21826 2.17843 2.12949 2.04484 1.75249 1.51138 1.48784 1.30957 1.14542 1.90251 0.935774 0.835397 1.19418 1.46788 0.629126 2.07989 0.90788 0.757948 0.583531 0.453282 0.790185 0.378178 0.330316 0.230965 0.164404
threshold=0.10678000000000001 -0.40011499999999994 0.15099500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.10060500000000001 0.090195000000000011 0.08252000000000001 0.10532000000000001 -0.43491999999999992 0.073890000000000011 -0.042254999999999994 0.10859000000000001 1.0000000180025095e-35 -0.011484999999999999 0.11561500000000001 0.091600000000000015 0.082750000000000004 -0.054584999999999995 -0.035654999999999992 0.073820000000000011 0.052690000000000008 0.088965000000000002 -0.032149999999999991 -0.15201999999999996 0.0060400000000000011 -0.0071899999999999993 0.0065400000000000015 0.085570000000000021 -0.071104999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 9 6 10 11 15 -3 13 -7 23 19 28 -5 17 18 -8 21 22 27 -21 -13 -14 -26 -17 -1 -15 -18
right_child=1 2 -4 8 -6 7 16 -9 -10 -11 -12 12 24 14 -16 26 29 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0023395068355998813 0.002507503654118789 0.0016572521426422473 0.00011389619988199223 0.0011570773260849599 0.0022233812107815133 0.0017150626018651706 0.0023427204768181401 0.0015981132916924291 0.0015605078701747359 0.00082931650066132379 0.0029665844014799816 0.0022863084009177503 0.0023424782113804238 0.0026848054575068295 0.0018778124506967657 0.00094415424091289109 0.0022869408840991644 0.0024282903593297878 0.0016374815074783899 0.0026000149552626349 0.003175167643049424 0.0019968518449707613 0.0023905665258669414 0.0027307742548388163 0.0022427934751552271 0.0017149358470082141 0.0005911980268336665 0.0025615182440004978 0.0023811031078101543 0.0025392848558578895
leaf_weight=129 56 54 64 90 73 52 52 66 64 58 75 53 85 56 86 54 55 73 86 548 58 52 296 88 77 53 88 188 61 70
leaf_count=129 56 54 64 90 73 52 52 66 64 58 75 53 85 56 86 54 55 73 86 548 58 52 296 88 77 53 88 188 61 70
internal_value=0 0.00125609 0.00112744 0.00126222 0.00162146 0.00239355 0.0024548 0.00214989 0.00103758 0.00122881 0.00250721 0.00223907 0.00231551 0.00248382 0.00225201 0.000893177 0.00221304 0.00208522 0.00190348 0.00252081 0.00256834 0.00240452 0.0025266 0.00256396 0.00215241 0.00202786 0.000725669 0.00247128 0.00252677 0.00242854
internal_weight=0 601 545 481 185 2359 1885 474 296 112 1549 408 356 1474 203 232 336 211 138 1271 902 369 844 141 215 130 142 317 117 125
internal_count=2960 601 545 481 185 2359 1885 474 296 112 1549 408 356 1474 203 232 336 211 138 1271 902 369 844 141 215 130 142 317 117 125
is_linear=0
shrinkage=0.0032998


Tree=3933
num_leaves=25
num_cat=0
split_feature=1 3 4 4 39 1 12 14 3 1 12 1 0 43 3 3 43 4 15 0 3 52 0 1
split_gain=55.0445 8.93908 6.33471 3.98784 3.03773 2.57996 1.91339 1.51706 1.36404 1.32726 1.186 1.15922 1.11755 1.00808 1.15888 0.983617 1.33621 0.970605 0.854316 0.773932 0.518832 0.631922 0.50543 0.408513
threshold=0.10749500000000002 -0.049204999999999992 0.27998000000000006 0.41377500000000006 0.08252000000000001 0.15028500000000003 0.090285000000000018 0.073890000000000011 -0.11749 0.09258000000000001 -0.097314999999999985 0.093575000000000019 -0.06952499999999999 -0.08237499999999999 -0.072649999999999978 0.25089000000000006 -0.0101 -0.090174999999999991 0.11598000000000001 -0.072624999999999981 -0.11211999999999998 0.037045000000000002 -0.047019999999999999 0.11617500000000001
decision_type=2 2 2 2 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 23 6 10 7 8 -1 -6 -3 17 18 -14 22 16 19 -10 20 -12 -8 -22 -15 -2
right_child=1 5 -4 -5 9 -7 12 -9 11 -11 15 -13 13 14 -16 -17 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.001925843304583148 0.002236159884811986 0.0013670190696974925 0.0011075725328317408 0.00093211046457972126 0.0021142822878925682 0.00017816652046632347 0.002614248156099399 0.0028832368671545395 0.0028283891570715786 0.0014617062260358661 0.00044198289724772273 0.0019568597751238675 0.0016344166169517406 0.0021108582649832057 0.0018152011553139917 0.00042902433139724408 0.0012397652022532294 0.0023896307452967152 0.0019348637494363003 0.00096925265272193508 0.0021683941888538606 0.0024048130850638574 0.0025254261378038051 0.0018545489206884393
leaf_weight=75 52 56 52 53 70 59 56 64 59 67 60 65 61 68 85 52 91 1023 77 62 280 229 64 80
leaf_count=75 52 56 52 53 70 59 56 64 59 67 60 65 61 68 85 52 91 1023 77 62 280 229 64 80
internal_value=0 0.00110289 0.00224805 0.00169793 0.00227335 0.000813109 0.00230301 0.00238551 0.00235942 0.0017954 0.000929703 0.00238774 0.00218765 0.00201174 0.00211764 0.000837156 0.000936628 0.00241359 0.00226377 0.000710228 0.00230853 0.00227483 0.00231213 0.00200515
internal_weight=0 565 2395 185 2343 380 2206 1286 1222 137 321 1147 920 278 217 265 213 1082 642 122 565 509 132 132
internal_count=2960 565 2395 185 2343 380 2206 1286 1222 137 321 1147 920 278 217 265 213 1082 642 122 565 509 132 132
is_linear=0
shrinkage=0.0032998


Tree=3934
num_leaves=17
num_cat=0
split_feature=1 4 47 2 2 1208 48 1375 0 159 12 2 4 4 12 1
split_gain=2.67612 1.14989 0.83405 0.63123 0.599985 0.504486 0.481575 0.419908 0.764622 0.417183 0.332344 0.789587 0.412402 0.226828 0.196144 0.259453
threshold=0.10921500000000002 0.31392000000000003 0.11719500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.080860000000000015 0.094275000000000012 -0.081864999999999979 -0.17862999999999998 0.11396500000000001 0.086965000000000015 0.10060500000000001 -0.14994999999999997 0.5124550000000001 -0.083979999999999985 0.121715
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 7 14 -1 -9 10 11 -10 -12 -2 -5 -16
right_child=2 -3 -4 6 -6 -7 -8 8 9 -11 12 -13 -14 -15 15 -17
leaf_value=0.01144397080952929 -0.0013296711069179785 -0.00099601959287877267 0.024158316337298241 -0.0028952664041140197 0.026243427137693918 0.010070583729419486 -0.011578139915933318 0.041394135423878035 0.028835390321159858 0.011439380913078896 0.012127699367158127 0.014416487813971986 0.023139700219308716 0.014071073605536492 0.01713752055657872 0.0023960508715155371
leaf_weight=78 55 57 90 59 70 81 64 70 692 79 106 128 1139 53 59 80
leaf_count=78 55 57 90 59 70 81 64 70 692 79 106 128 1139 53 59 80
internal_value=0 0.0225945 0.00938999 0.00636512 0.0140993 0.0231619 0.00110374 0.0236238 0.0240521 0.0234851 0.023945 0.0265868 0.0222036 0.00621147 0.00521201 0.00866615
internal_weight=0 2430 530 440 178 2373 262 2292 2214 2144 2065 820 1245 108 198 139
internal_count=2960 2430 530 440 178 2373 262 2292 2214 2144 2065 820 1245 108 198 139
is_linear=0
shrinkage=0.16829


Tree=3935
num_leaves=23
num_cat=0
split_feature=1 15 131 2 12 12 52 14 16 16 15 1429 158 0 15 156 12 16 0 51 16 1208
split_gain=2.19971 0.758913 0.662506 0.55626 0.535514 0.97122 0.538633 0.629322 0.405413 0.628809 0.465368 0.602051 0.403274 0.55994 0.375228 0.370411 0.723523 0.324385 0.701097 0.319264 0.317884 0.307616
threshold=0.10910500000000002 0.0047550000000000005 0.09581000000000002 -0.007134999999999999 0.10641500000000001 0.085075000000000026 -0.080219999999999986 -0.24529999999999999 -0.0070549999999999996 -0.0032799999999999995 0.10028500000000001 0.086295000000000011 0.11174500000000002 -0.064179999999999973 -0.19631499999999999 0.085805000000000006 0.084305000000000005 0.0077850000000000011 -0.080884999999999985 -0.0059599999999999992 0.061775000000000004 0.085485000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 6 -2 -8 12 -10 11 17 13 15 -9 19 -17 -11 -19 -5 -12 -21
right_child=1 -3 -4 8 -6 -7 7 14 9 10 20 -13 -14 -15 -16 16 -18 18 -20 21 -22 -23
leaf_value=0.0047987592987483235 -0.010128621789636749 -0.0099514715995880354 0.025507481459653005 0.0076784430082673877 -0.0090175392258076224 0.029605682532202703 0.02448249278431032 -0.0037745574658757225 0.00015173701532076965 0.02552532503613289 -0.0021675276059969981 0.03441970205607383 0.005938136237649932 0.036618017052549398 0.011030682819521622 0.043583867930515788 0.017250199988010674 0.0019409435155775541 0.018817551199770421 0.020493862091246515 0.016153525951593556 0.008386290615016688
leaf_weight=84 54 70 59 64 55 54 54 93 69 101 54 64 54 61 101 54 66 92 291 1225 53 63
leaf_count=84 54 70 59 64 55 54 54 93 69 101 54 64 54 61 101 54 66 92 291 1225 53 63
internal_value=0 0.00638418 0.00882097 0.0182801 0.00642122 0.00881146 0.00508734 0.00840774 0.0187693 0.0154588 0.0170685 0.0190525 0.0202785 0.0207824 0.00392406 0.020125 0.0291153 0.0170168 0.0147683 0.0193257 0.0068906 0.019903
internal_weight=0 540 470 2395 411 356 302 248 2311 724 655 548 1587 1533 194 1472 120 484 383 1352 107 1288
internal_count=2935 540 470 2395 411 356 302 248 2311 724 655 548 1587 1533 194 1472 120 484 383 1352 107 1288
is_linear=0
shrinkage=0.16829


Tree=3936
num_leaves=18
num_cat=0
split_feature=9 3 12 39 4 15 15 376 4 1375 1420 1456 1213 52 15 0 0
split_gain=1.21031 0.847713 0.970332 0.866621 0.621106 0.963569 2.34089 0.431063 0.51489 0.348634 0.365659 0.33624 0.317005 0.399243 0.313866 0.630214 0.478136
threshold=0.093040000000000012 -0.049204999999999992 -0.10468499999999999 0.098380000000000009 -0.39175499999999991 -0.026469999999999997 0.015700000000000002 0.08400500000000001 0.11321500000000001 -0.088184999999999986 -0.080629999999999993 0.10035500000000001 0.087020000000000014 0.087400000000000019 -0.11124499999999998 -0.13843999999999998 -0.105195
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 -4 7 -7 8 -6 -1 -11 12 14 -14 16 -16 -12
right_child=-2 2 3 -5 5 6 -8 -9 -10 10 11 -13 13 -15 15 -17 -18
leaf_value=0.029210918465839255 -0.012042557142185542 0.026399378056203859 0.021968390369513341 -0.01054456965142472 0.019471393780031501 -0.027129152313874087 0.017370255977826758 -0.00082555751684418321 0.0054353140585463667 0.029190597156319355 0.032568951859392868 0.028254883692001909 0.029150639280248421 0.012344228219613845 -0.0030670827247327647 0.0138196517716353 0.013944503691302979
leaf_weight=52 52 81 89 72 183 69 65 70 125 52 62 52 90 73 65 1576 107
leaf_count=52 52 81 89 72 183 69 65 70 125 52 62 52 90 73 65 1576 107
internal_value=0 0.0138444 0.00898961 0.00689157 0.00898341 0.00672275 -0.00553021 0.0110711 0.0137808 0.0155629 0.0152203 0.0148607 0.0145068 0.0216349 0.0138638 0.0131497 0.0207878
internal_weight=0 2883 754 673 601 512 134 378 308 2129 2077 2025 1973 163 1810 1641 169
internal_count=2935 2883 754 673 601 512 134 378 308 2129 2077 2025 1973 163 1810 1641 169
is_linear=0
shrinkage=0.16829


Tree=3937
num_leaves=29
num_cat=0
split_feature=1 3 1 2 43 12 2 2 4 14 4 159 12 3 11 2 0 50 3 2 0 2 50 42 52 0 133 4
split_gain=38.3142 7.23413 3.22029 3.00061 2.31741 2.19969 1.84821 2.78996 1.84821 1.72759 1.35624 1.84615 1.28092 1.18588 0.835191 0.652925 0.573718 0.791848 0.954633 0.756105 0.529713 0.523555 0.496612 0.471091 0.444229 0.310028 0.30939 0.298016
threshold=0.10442000000000001 -0.049204999999999992 0.090650000000000022 0.13270000000000001 -0.086874999999999994 0.088435000000000014 -1.0000000180025095e-35 0.12068000000000001 0.42642000000000008 0.064610000000000015 0.032770000000000001 0.085345000000000018 -0.087384999999999977 -0.0031199999999999995 0.084110000000000004 0.14253500000000002 -0.084154999999999994 0.083090000000000011 -0.115685 0.079570000000000016 -0.08155999999999998 0.10928500000000001 0.096445000000000017 0.098705000000000001 0.060690000000000008 -0.061204999999999989 0.085355000000000014 -0.06773499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 9 -3 13 -6 21 14 10 16 24 -9 -4 25 -14 19 18 -18 -1 -19 -8 -21 27 26 -2 -12 -7
right_child=1 4 5 -5 6 23 7 12 -10 -11 11 -13 15 -15 -16 -17 17 20 -20 22 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0021583375209040063 0.0016953916229931823 0.00048668613844510917 0.0014540979111218549 0.0015740879622118849 0.00078644675049251091 0.002504248434955995 0.0019960700596348487 0.0015085751135469941 0.0013181869892396579 0.0028594035155462801 0.0016691805999815741 0.0026066804499027445 0.0011341081984911246 0.0020162484969706391 0.0023571643267662279 0.00063462975132260564 0.0018557936647913354 0.0022775470160000346 0.0023210235578375749 0.0025448908444395107 0.0026911929687428167 0.0015411307691610802 0.0022942095929540524 0.0019795864570892703 0.002193410976871936 0.0020217372878305537 0.0020183345049708664 0.0022115831203358364
leaf_weight=80 63 53 82 52 81 68 53 53 55 79 64 63 58 83 54 57 53 53 611 524 101 60 107 57 54 69 52 96
leaf_count=80 63 53 82 52 81 68 53 53 55 79 64 63 58 83 54 57 53 53 611 524 101 60 107 57 54 69 52 96
internal_value=0 0.00139651 0.00230167 0.0023578 0.00113223 0.00202633 0.00122664 0.00135341 0.00185146 0.00237991 0.00235839 0.00212254 0.0010832 0.00173709 0.00200896 0.000886847 0.00239431 0.0023339 0.00228394 0.00246377 0.00254906 0.00175482 0.00250244 0.00224212 0.00194292 0.00186625 0.001826 0.00233315
internal_weight=0 656 2279 1893 415 386 362 281 241 1841 1762 233 168 165 186 115 1529 818 664 711 154 113 631 221 170 132 116 164
internal_count=2935 656 2279 1893 415 386 362 281 241 1841 1762 233 168 165 186 115 1529 818 664 711 154 113 631 221 170 132 116 164
is_linear=0
shrinkage=0.0032998


Tree=3938
num_leaves=27
num_cat=0
split_feature=1 52 3 2 39 1 0 2 3 0 0 2 1 52 402 150 0 0 1447 1447 1 129 1 1 3 48
split_gain=24.048 5.6293 2.50523 1.85314 1.7546 1.49434 1.39241 2.83273 2.402 1.26178 0.992175 0.93241 0.794707 1.56575 0.766658 0.707288 0.644217 0.583259 0.501787 0.538774 0.433306 0.380588 0.366799 0.338809 0.323415 0.306127
threshold=0.10471000000000001 -0.40011499999999994 0.10402500000000002 0.088555000000000009 0.087880000000000014 0.090740000000000015 1.0000000180025095e-35 1.0000000180025095e-35 -0.017704999999999995 -0.073254999999999987 -0.072374999999999981 0.13084500000000002 0.087720000000000006 -0.085254999999999984 0.11288500000000001 0.09202500000000001 -0.15445999999999996 -0.14015999999999998 -0.085804999999999979 -0.079709999999999989 0.074220000000000022 0.093310000000000018 0.096315000000000026 0.09258000000000001 -0.0075749999999999993 0.10088000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 6 14 7 9 -9 -3 22 12 20 -14 16 17 -1 -10 -18 -20 21 25 23 -7 -6 -5
right_child=1 4 -4 11 24 10 -8 8 15 -11 -12 -13 13 -15 -16 -17 18 -19 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0020143813210359986 0.0016775728214380105 0.0016973104966735428 0.00088268294616242768 0.0015285362566585924 0.00056679438330202437 0.0014476672968221061 0.00036633151032854257 9.1454953031622094e-05 0.00079941720631852148 0.00099966221787048783 0.0010388588924231674 0.0010222060438992106 0.0016395652441398133 0.00087607878209458915 0.0020899475297260959 0.00056633256704455206 0.0013524860158313427 0.0012585615502377339 0.001995133159622289 0.0016503302325199484 0.0017926035402151493 0.0012473127790071207 0.0013362367866878177 0.0018032987226647937 0.00027856382073670625 0.0012613611888864869
leaf_weight=58 73 54 63 657 86 56 62 55 63 60 60 54 53 66 52 54 58 59 54 742 55 68 71 65 85 52
leaf_count=58 73 54 63 657 86 56 62 55 63 60 60 54 53 66 52 54 58 59 54 742 55 68 71 65 85 52
internal_value=0 0.000813794 0.00153287 0.00155129 0.000704639 0.00163816 0.000822577 0.000904467 0.000694096 0.00133044 0.00141109 0.00144615 0.00147018 0.00121642 0.00169749 0.000882221 0.00167507 0.00102175 0.00165199 0.00167377 0.00150644 0.00148613 0.00152722 0.001639 0.000423728 0.00150899
internal_weight=0 651 2284 2221 578 1216 407 345 231 114 252 1005 951 119 964 176 912 122 854 796 832 777 192 121 171 709
internal_count=2935 651 2284 2221 578 1216 407 345 231 114 252 1005 951 119 964 176 912 122 854 796 832 777 192 121 171 709
is_linear=0
shrinkage=0.0032998


Tree=3939
num_leaves=24
num_cat=0
split_feature=4 3 3 43 4 4 3 14 14 43 16 4 3 12 43 3 3 4 16 16 43 16 4
split_gain=29.5684 11.7238 5.06115 3.60468 2.26905 2.08461 2.53562 1.92291 1.6905 1.42188 1.22757 0.965248 3.99078 0.838078 0.740184 0.699612 0.698399 0.673846 0.520328 0.721707 0.377173 0.340739 0.232284
threshold=0.31392000000000003 -0.046079999999999989 0.28833000000000003 -0.065749999999999989 0.032770000000000001 -0.14595999999999995 0.10402500000000002 0.076450000000000004 -0.45687499999999998 -0.22491499999999998 -0.42170999999999997 -0.42305999999999994 -0.10690999999999999 0.084735000000000019 -0.088349999999999998 -0.082634999999999986 -0.0042999999999999991 0.18095500000000003 0.41580500000000004 -0.11807499999999999 -0.049364999999999992 -0.03614499999999999 0.0019650000000000002
decision_type=2 2 2 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 7 -5 16 9 -2 21 15 -11 -13 -14 -3 -10 -7 18 19 -6 -17 -1 -18
right_child=8 2 -4 5 17 6 -8 -9 10 11 -12 12 13 -15 -16 20 22 -19 -20 -21 -22 -23 -24
leaf_value=0.0015646940777413157 0.00103801650762289 0.0011857490828604043 0.00031881286628876508 0.0018909019924178557 0.001445125281391717 0.0011875554338243853 0.00069219972133076986 0.002354857766914535 0.00087796917655230114 0.0021418580229866893 4.167611618708728e-05 0.00093726605300534975 0.0019700826190506651 0.001757770105208845 0.00069324321052017873 0.00022338758982039646 0.0014741833738672466 0.0017187259406310211 0.0015578061136614437 0.00093398392953341269 0.00057988031429356325 0.0011889014883709938 0.0017701737394113402
leaf_weight=56 63 52 65 100 68 52 54 60 56 76 65 62 246 1239 94 54 52 77 83 55 82 52 72
leaf_count=56 63 52 65 100 68 52 54 60 56 76 65 62 246 1239 94 54 52 77 83 55 82 52 72
internal_value=0 0.00161604 0.00118323 0.00130119 0.00172892 0.00149234 0.0013189 0.00177239 0.000553201 0.00175218 0.000434218 0.00177666 0.00175869 0.00179296 0.000868898 0.000566926 0.00151099 0.00145365 0.0013544 0.00121685 0.000438591 0.00138408 0.00164633
internal_weight=0 2615 541 476 2074 330 230 1791 320 1731 257 1623 1547 1485 146 192 176 283 206 123 136 108 124
internal_count=2935 2615 541 476 2074 330 230 1791 320 1731 257 1623 1547 1485 146 192 176 283 206 123 136 108 124
is_linear=0
shrinkage=0.0032998


Tree=3940
num_leaves=16
num_cat=0
split_feature=4 39 13 14 41 42 13 147 15 1186 15 4 159 43 133
split_gain=48.1973 12.152 10.3569 3.47979 3.15487 2.68845 3.34787 1.98284 2.19342 1.66868 1.30494 2.94197 1.22275 0.595106 0.561527
threshold=0.31392000000000003 0.0047850000000000011 -0.23438999999999996 0.073890000000000011 0.076195000000000013 -0.044384999999999994 -0.0094049999999999984 0.087170000000000011 0.13592500000000005 0.062030000000000009 -0.41725999999999991 0.42118000000000005 0.10610000000000001 -0.0068849999999999996 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -3 14 8 9 -4 12 -12 13 -2 -7
right_child=10 5 3 -5 -6 6 -8 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=0.00095593002633740981 0.00078530632305892677 0.0019394896689024289 0.0021588186768740883 0.0027790590561502728 0.0012883476337240678 0.0015937285002553697 0.00043247639531345796 0.001535532764367596 0.0014705327907088026 0.0016485853324121019 0.00078511768818132388 -0.00020441082822183061 0.00048134084122854399 0.0012481724332451471 0.0011408650104493376
leaf_weight=88 57 52 1955 82 53 69 58 65 55 73 88 52 68 66 54
leaf_count=88 57 52 1955 82 53 69 58 65 55 73 88 52 68 66 54
internal_value=0 0.0019968 0.00206749 0.00211032 0.00208539 0.00127733 0.0010869 0.00210504 0.0021228 0.00214047 0.000659832 0.000417327 0.0008374 0.00103396 0.0013952
internal_weight=0 2604 2371 2283 2201 233 181 2148 2083 2028 331 140 191 123 123
internal_count=2935 2604 2371 2283 2201 233 181 2148 2083 2028 331 140 191 123 123
is_linear=0
shrinkage=0.0032998


Tree=3941
num_leaves=15
num_cat=0
split_feature=3 14 2 40 3 0 0 4 42 40 151 2 16 16
split_gain=2.40139 0.811568 0.718079 0.808885 0.788379 1.27486 0.546348 1.08898 0.745881 0.59203 0.45874 0.425726 0.216024 0.191358
threshold=0.28833000000000003 0.073890000000000011 0.13673000000000005 -0.092899999999999996 -0.15327499999999997 0.064400000000000013 -0.10726999999999999 0.0019650000000000002 0.0069650000000000016 -0.082079999999999986 -0.0068399999999999989 -0.069044999999999981 -0.10227499999999999 -0.042884999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 10 -9 -8 -6 -11 -2 -4
right_child=12 -3 13 4 6 -7 9 8 -10 11 -12 -13 -14 -15
leaf_value=0.037586932800472733 -0.013690048509833545 0.031960380553397394 0.010970734860280615 -0.011617546438698865 0.0076728143729786159 0.019526461867502589 0.00057322735144810146 0.02414608448004545 0.0043035562424564447 0.033551585931741346 -0.014670352205702569 0.018218243638233406 -3.3656991144129095e-05 -0.00091541557203890424
leaf_weight=52 63 95 75 72 52 77 53 153 83 53 52 1908 69 78
leaf_count=52 63 95 75 72 52 77 53 153 83 53 52 1908 69 78
internal_value=0 0.0166524 0.0161147 0.0167856 0.0163528 0.00446495 0.0171045 0.0108514 0.0171752 0.0181592 -0.00348149 0.0186336 -0.00656509 0.00489939
internal_weight=0 2803 2708 2555 2503 149 2354 340 236 2014 104 1961 132 153
internal_count=2935 2803 2708 2555 2503 149 2354 340 236 2014 104 1961 132 153
is_linear=0
shrinkage=0.16829


Tree=3942
num_leaves=15
num_cat=0
split_feature=4 3 123 2 3 1186 0 14 2 14 0 4 0 123
split_gain=31.12 12.9927 9.57082 3.60958 2.89059 1.69169 1.60337 1.85989 1.34213 1.19277 2.65149 3.61882 1.38261 0.591722
threshold=0.31392000000000003 0.28833000000000003 1.0000000180025095e-35 0.13673000000000005 -0.082634999999999986 0.062030000000000009 -0.18240499999999996 -0.42227999999999993 -0.0050599999999999994 0.073890000000000011 -0.10726999999999999 0.0019650000000000002 -0.072924999999999976 0.08456000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 9 -6 -8 -4 10 11 -1 -12 -9
right_child=4 -3 8 -5 6 -7 7 13 -10 -11 12 -13 -14 -15
leaf_value=0.0010004136017183751 0.0012150431282803886 0.00032319788208264185 0.00057911268346001407 0.0011646751286584574 0.001014638663321264 0.0014158555888738756 0.00088299979897235592 -5.3593693948613681e-05 0.0012365728171848621 0.0022943173971416648 0.0019860348386591124 0.0018711568600087102 0.0017832767118667033 0.00038808615865708806
leaf_weight=82 89 65 52 77 55 79 55 68 98 85 1424 143 499 64
leaf_count=82 89 65 52 77 55 79 55 68 98 85 1424 143 499 64
internal_value=0 0.00178063 0.00181792 0.00186871 0.000706262 0.00189214 0.000519002 0.000373038 0.00100889 0.00190897 0.00189371 0.00155398 0.00193344 0.000160287
internal_weight=0 2604 2539 2389 331 2312 242 187 150 2233 2148 225 1923 132
internal_count=2935 2604 2539 2389 331 2312 242 187 150 2233 2148 225 1923 132
is_linear=0
shrinkage=0.0032998


Tree=3943
num_leaves=29
num_cat=0
split_feature=4 12 150 2 3 3 3 0 2 12 12 2 4 51 2 160 15 4 133 2 12 1210 15 2 160 2 13 3
split_gain=37.8937 13.9148 6.5799 4.60864 3.71513 3.55153 4.85345 3.53374 1.56645 1.48545 1.44527 1.15804 1.0589 1.21843 1.04665 1.00899 0.826627 0.923828 0.787359 2.1874 0.801409 0.495949 0.461562 0.62262 0.452807 0.39067 0.345631 0.220127
threshold=0.31392000000000003 0.056995000000000011 0.089155000000000012 0.13501500000000002 0.31966500000000003 -0.0048549999999999991 0.12478500000000002 -0.079249999999999987 0.13881000000000002 0.090285000000000018 0.023990000000000004 0.088710000000000011 0.032770000000000001 -0.11101499999999999 0.10724500000000002 -0.50142999999999993 -1.0000000180025095e-35 0.0040650000000000009 0.083000000000000018 0.090485000000000024 0.083945000000000006 -0.064239999999999992 0.087670000000000012 0.085585000000000008 -0.098594999999999988 0.090695000000000012 -0.016759999999999994 -0.076004999999999975
decision_type=2 2 2 2 2 2 2 2 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 8 7 16 -1 10 18 14 -9 13 -11 -2 -15 17 -7 19 20 -3 -17 23 -20 -22 -25 27 -14
right_child=4 3 -4 -5 -6 6 -8 11 -10 12 -12 -13 26 15 -16 21 -18 -19 22 -21 24 -23 -24 25 -26 -27 -28 -29
leaf_value=0.0016159308549859508 0.00038064255908814833 0.0016744201618052977 0.00050554473927523253 0.00095632263041789444 -0.00012490943799868011 0.0014593314519240493 0.0009409916100981897 0.00038473127342162115 0.00027340186008239538 0.002341804378894306 0.0013193612508740021 0.0010671026145155562 0.0015783371055796591 0.0014081924334678564 0.00094453901319434611 0.0016070694694701373 0.0022087476923689452 0.0020460095023177253 0.0024449972140333396 0.0013775849509996523 0.0023400559789435249 0.001918955763623504 0.0018447850730798721 0.0020243030101967318 0.0020233560024656544 0.0023056043528813775 0.0014024048804692039 0.001876709149018805
leaf_weight=94 60 68 90 54 63 53 66 52 56 61 62 57 62 52 90 63 90 67 77 66 57 586 53 194 451 78 61 52
leaf_count=94 60 68 90 54 63 53 66 52 56 61 62 57 62 52 90 63 90 67 77 66 57 586 53 194 451 78 61 52
internal_value=0 0.00178115 0.00132477 0.00190874 0.000595647 0.00147862 0.00172256 0.00114679 0.000765163 0.00193468 0.000894896 0.000741891 0.00183888 0.0018923 0.000719215 0.00185314 0.00196802 0.00178719 0.00202063 0.00194829 0.00201362 0.00188873 0.00213606 0.00218019 0.00205896 0.0021051 0.00160607 0.00171475
internal_weight=0 2604 569 2035 331 479 276 203 268 1981 212 109 937 762 150 701 210 120 1044 642 576 649 402 349 508 272 175 114
internal_count=2935 2604 569 2035 331 479 276 203 268 1981 212 109 937 762 150 701 210 120 1044 642 576 649 402 349 508 272 175 114
is_linear=0
shrinkage=0.0032998


Tree=3944
num_leaves=34
num_cat=0
split_feature=1 2 12 12 1 12 2 12 43 1 12 0 2 16 42 15 13 42 42 15 2 13 2 39 13 0 16 159 16 483 43 43 133
split_gain=36.4725 6.04464 4.62859 4.19441 4.11485 2.05717 1.93338 1.78627 1.14501 1.49226 1.02219 1.11713 0.9365 1.14865 0.905461 0.643333 0.605006 1.35204 1.32228 0.542173 0.514364 0.606929 0.515809 0.50792 0.503963 0.424822 0.379107 0.376106 0.353678 0.349046 0.302473 0.217012 0.18201
threshold=0.11156000000000001 0.14132000000000003 0.056995000000000011 0.088325000000000015 0.093575000000000019 -1.0000000180025095e-35 -1.0000000180025095e-35 0.090285000000000018 -0.0035149999999999995 0.083250000000000005 0.11755500000000001 0.11160500000000002 0.094765000000000016 -0.034884999999999992 0.0069650000000000016 -0.11124499999999998 -0.065239999999999979 -0.021064999999999997 0.11517500000000001 -0.070009999999999975 0.087605000000000002 -0.080414999999999986 0.091185000000000002 0.086400000000000018 -0.049464999999999988 -0.082844999999999988 -0.088719999999999979 0.043570000000000005 0.035560000000000008 0.087440000000000004 -0.14724999999999996 -0.084754999999999983 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 2 2 2 2 2 2 2
left_child=2 3 4 6 12 23 -2 8 20 24 11 16 13 -1 -3 -8 25 30 -19 -5 27 22 31 -6 26 -9 -10 29 -27 32 -18 -22 -4
right_child=1 14 7 19 5 -7 15 10 9 -11 -12 -13 -14 -15 -16 -17 17 18 -20 -21 21 -23 -24 -25 -26 28 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.0016372674343361629 0.0004174580363104232 3.3514821372516874e-05 0.0020716384239672435 0.001752660571294342 0.00063837865323615158 0.0015332938832826419 0.00082853349047803276 0.0017163740105018337 0.002011640318376258 0.001365970573620221 0.0014523299790457271 0.0022724330704171291 0.0015556936749171898 0.002189135066567956 0.00059154473756669939 0.0012466143496287156 0.0020515165807924725 0.0012166163748873057 0.0018149716333366699 0.001322646349938151 0.0017293324949751103 0.0016346186949427429 0.0022488609931258633 0.0010999362675470092 0.0021537220584646245 0.0021011080048779452 0.0016196503930910947 0.0023717893614321078 0.0018407946871690818 0.0018314674241798779 0.001796481026039364 0.0020129526963605297 0.0022215687614182021
leaf_weight=71 84 79 274 71 53 98 82 92 53 63 84 60 100 100 53 80 72 91 73 60 52 56 74 52 81 131 58 61 107 52 196 77 145
leaf_count=71 84 79 274 71 53 98 82 92 53 63 84 60 100 100 53 80 72 91 73 60 52 56 74 52 81 131 58 61 107 52 196 77 145
internal_value=0 0.000865902 0.00183761 0.00107871 0.00154472 0.00118899 0.000824414 0.00190871 0.00200191 0.00180851 0.00180106 0.00183666 0.00181107 0.0019602 0.000257839 0.00103521 0.0018023 0.00172021 0.00148317 0.00155598 0.00206422 0.00194202 0.00202664 0.000867295 0.00195353 0.00190966 0.00180713 0.00212364 0.00198422 0.00209143 0.00186513 0.0018989 0.00212361
internal_weight=0 509 2426 377 474 203 246 1952 1046 255 906 822 271 171 132 162 762 432 164 131 791 259 203 105 192 330 111 532 238 471 268 129 419
internal_count=2935 509 2426 377 474 203 246 1952 1046 255 906 822 271 171 132 162 762 432 164 131 791 259 203 105 192 330 111 532 238 471 268 129 419
is_linear=0
shrinkage=0.0032998


Tree=3945
num_leaves=30
num_cat=0
split_feature=1 4 2 14 0 133 2 12 133 1 4 132 4 12 1446 4 42 156 130 129 0 133 42 42 52 51 42 2 15
split_gain=2.0438 0.780287 0.746845 0.670493 1.67598 0.785958 0.729084 0.810984 0.59131 0.442519 0.411556 0.402772 0.665255 0.581227 0.360106 0.295881 0.834738 0.293604 0.292308 0.353654 0.394468 0.328944 0.593063 0.54316 0.267962 0.24229 0.233744 0.213784 0.213554
threshold=0.098395000000000024 -0.14595999999999995 0.086545000000000025 -0.40567999999999999 -0.00077999999999999999 0.006510000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.26760500000000004 0.11378500000000001 0.41696500000000003 0.079320000000000015 -0.097349999999999978 0.056995000000000011 0.087090000000000015 -0.069819999999999979 0.088485000000000022 0.085320000000000021 0.0084900000000000028 0.08888500000000002 -0.14259999999999998 0.070495000000000016 0.08400500000000001 0.090375000000000025 0.093130000000000004 -1.0000000180025095e-35 0.089720000000000008 0.09141500000000001 -0.070009999999999975
decision_type=2 2 2 2 2 2 2 2 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 8 -3 5 6 9 10 11 -5 -8 12 -1 -14 18 16 -15 -2 19 20 -4 23 -23 -22 25 -20 -17 -27 -11
right_child=1 3 14 4 -6 -7 7 -9 -10 28 -12 -13 13 15 -16 26 -18 -19 24 -21 21 22 -24 -25 -26 27 -28 -29 -30
leaf_value=0.044895996896158148 0.030333454090650115 0.023257351454496006 0.028860123005523413 0.030051482762802027 -0.021606923010561507 -0.0040761924501373442 0.0066463716091851675 -0.011605517022843887 0.011127047003955446 0.005701699230791453 0.024196465381019747 0.011617793987762411 0.040767859784323825 0.022424778454721211 0.006840373305186288 0.022322424203505432 0.040757576830469489 0.014252618823676431 0.030159100359039331 0.0058943615574525337 0.007737186817346163 0.033495022669149443 0.017183703927062453 0.022078069942531819 0.032446409288894459 0.022573226775912378 0.010179303456374914 0.0090297613265017916 0.020868585570857343
leaf_weight=54 67 75 90 78 55 101 134 55 86 53 53 53 64 304 77 169 92 63 52 71 206 77 359 118 73 75 62 60 53
leaf_count=54 67 75 90 78 55 101 134 55 86 53 53 53 64 304 77 169 92 63 52 71 206 77 359 118 73 75 62 60 53
internal_value=0 0.0106336 0.0206678 0.00827212 0.00633795 0.0092578 0.0124234 0.00634183 0.0244222 0.0204121 0.0116301 0.0258527 0.026863 0.0254512 0.0180281 0.0238849 0.0266885 0.0225543 0.018756 0.0173421 0.0182962 0.0170428 0.0200685 0.0129656 0.0237578 0.0203564 0.019071 0.0165672 0.0133021
internal_weight=0 787 2142 657 582 527 426 242 884 184 187 798 745 691 1258 627 396 130 1181 921 850 760 436 324 260 187 231 135 106
internal_count=2929 787 2142 657 582 527 426 242 884 184 187 798 745 691 1258 627 396 130 1181 921 850 760 436 324 260 187 231 135 106
is_linear=0
shrinkage=0.16829


Tree=3946
num_leaves=23
num_cat=0
split_feature=1 12 1 13 2 39 160 15 150 11 160 12 160 15 12 34 2 2 15 43 12 133
split_gain=38.7676 8.22906 5.60765 3.47006 3.45609 1.70928 1.14435 1.30473 1.04876 1.41984 1.12939 0.934777 0.874975 0.842023 0.777196 0.845562 0.779151 0.670176 0.584849 0.413176 0.341432 0.32562
threshold=0.10075500000000003 0.087255000000000013 0.13130500000000003 -0.0015099999999999998 0.11366500000000002 0.0047850000000000011 -1.0000000180025095e-35 -0.089604999999999976 0.087790000000000021 1.0000000180025095e-35 -1.0000000180025095e-35 0.090335000000000013 -0.5242349999999999 -0.032144999999999993 -1.0000000180025095e-35 -0.016844999999999995 0.13673000000000005 0.084970000000000004 -0.042209999999999991 -0.14595999999999995 0.099980000000000013 -0.020429999999999997
decision_type=2 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 18 14 5 8 -5 -8 9 11 -10 12 -1 -6 15 -2 -17 -14 20 -13 -3 -21
right_child=1 2 -4 6 13 -7 7 -9 10 -11 -12 19 17 -15 -16 16 -18 -19 -20 21 -22 -23
leaf_value=0.0025745192271924393 0.00048396351322736904 0.0018807091469890025 0.00068496874621676882 0.0016467949833628398 0.0017760817885470769 0.0016136331225417911 0.00069128015070011629 0.0013520409263255511 0.0020646206299982906 0.0025067474009112961 0.001435148136211503 0.0022191657928141827 0.0022471503160142437 0.0012867664062081014 0.0003510723954390937 0.0011288819774251191 0.00065384923818027397 0.0020694606852487583 0.0020705850398640615 0.0020942027540651808 0.0015223918975731279 0.0019185502858923753
leaf_weight=54 74 67 54 58 96 82 54 83 79 100 52 86 390 65 60 84 69 597 95 169 54 407
leaf_count=54 74 67 54 58 96 82 54 83 79 100 52 86 390 65 60 84 69 597 95 169 54 407
internal_value=0 0.00117572 0.0016371 0.000917206 0.0020449 0.00208211 0.00125709 0.00109185 0.00210196 0.00212279 0.00181502 0.00210022 0.0021623 0.00157875 0.00068615 0.000774561 0.000914882 0.00213971 0.00187497 0.00200255 0.00172109 0.00197015
internal_weight=0 752 270 482 2177 2016 195 137 1934 1803 131 1703 1041 161 287 227 153 987 216 662 121 576
internal_count=2929 752 270 482 2177 2016 195 137 1934 1803 131 1703 1041 161 287 227 153 987 216 662 121 576
is_linear=0
shrinkage=0.0032998


Tree=3947
num_leaves=36
num_cat=0
split_feature=1 155 42 160 16 15 52 2 16 52 16 16 1453 16 474 42 13 13 52 160 133 483 42 133 13 15 131 52 15 52 15 133 50 13 52
split_gain=1.60559 0.629065 0.623734 0.79602 0.767886 1.33754 1.24405 0.530125 0.518044 1.05161 0.400733 0.366099 0.310382 0.354959 0.642576 0.462739 0.52628 0.415167 0.390351 0.296544 0.295996 0.320332 0.238799 0.256042 0.513177 0.395714 0.201922 0.16877 0.487566 0.39651 0.279694 0.376948 0.20672 0.158073 0.190151
threshold=0.098395000000000024 0.10022500000000002 0.073240000000000013 -0.064814999999999984 -0.23389999999999997 -0.092609999999999984 -0.072144999999999987 0.086545000000000025 -0.0094449999999999968 -0.020789999999999996 -0.53870999999999991 0.0097750000000000007 -1.0000000180025095e-35 -0.011849999999999998 0.088585000000000011 0.093765000000000015 0.041960000000000004 -0.032959999999999996 -0.060344999999999996 -0.034419999999999992 0.26760500000000004 0.032770000000000007 -0.013819999999999997 0.086100000000000024 -0.082084999999999977 0.062230000000000008 0.080165000000000014 0.084050000000000014 0.086115000000000011 -0.0024899999999999996 0.086035000000000014 -1.0000000180025095e-35 0.091320000000000012 -0.012839999999999999 0.08869500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 -6 -7 8 20 11 -5 -10 -9 18 15 16 17 -15 -14 -4 21 27 33 25 -25 -24 -21 28 29 -1 31 -29 -30 -20 -35
right_child=1 -3 19 4 5 6 -8 12 9 -11 -12 -13 13 14 -16 -17 -18 -19 22 26 -22 -23 23 24 -26 -27 -28 30 32 -31 -32 -33 -34 34 -36
leaf_value=0.022260149673272941 0.01731917257504495 0.023351514809287349 0.0061199543795685011 -0.0015108515428398559 -0.025773468266488835 0.015174882190460096 -0.01687917615071409 0.027179325636676552 0.026906153365643944 0.042045213915186709 0.017093121578387292 0.0080313507768859874 0.031540696911562749 0.0047379121519822813 0.026400710457052563 0.020369770333908119 -0.0073583657099689885 0.018343961944329412 0.028325658408957843 0.02350138536268391 0.010031132067200568 0.0080937033700742549 0.0032212734669487177 0.030546963335557183 0.011938091655168544 0.017937087406098402 0.011592747000833389 0.023629358097839614 0.032416701849647296 0.0028251330899089367 0.015909715180310785 0.039871380473403717 0.01893048975005588 0.024601188813114502 0.013563734181080431
leaf_weight=52 103 85 77 52 66 91 55 71 64 96 88 54 57 167 77 90 61 103 64 102 84 52 108 68 111 100 68 151 68 70 74 56 63 81 100
leaf_count=52 103 85 77 52 66 91 55 71 64 96 88 54 57 167 77 90 61 103 64 102 84 52 108 68 111 100 68 151 68 70 74 56 63 81 100
internal_value=0 0.00966705 0.00800754 0.00430598 0.000493034 -0.0058891 0.00308742 0.0185614 0.0217259 0.0289515 0.0101702 0.0182838 0.0163363 0.0156862 0.0122521 0.00966004 0.0067426 0.00993502 0.0181658 0.0148189 0.0194153 0.0207574 0.0169567 0.0143393 0.0190174 0.0103048 0.0187485 0.0219872 0.0188049 0.0111236 0.0248461 0.028032 0.0259447 0.0210837 0.0185131
internal_weight=0 787 702 455 352 212 146 2142 884 214 140 118 1258 1187 498 421 331 270 689 247 670 586 632 387 179 208 170 534 253 122 281 207 131 245 181
internal_count=2929 787 702 455 352 212 146 2142 884 214 140 118 1258 1187 498 421 331 270 689 247 670 586 632 387 179 208 170 534 253 122 281 207 131 245 181
is_linear=0
shrinkage=0.16829


Tree=3948
num_leaves=25
num_cat=0
split_feature=0 9 11 0 12 51 50 13 39 52 52 403 0 402 474 13 52 474 402 12 39 12 0 12
split_gain=0.750328 0.863829 0.759914 0.810402 1.35584 0.636238 0.588928 0.4848 0.52118 0.399443 0.367504 0.366305 0.354184 0.333482 0.302695 0.295001 0.291067 0.257836 0.247858 0.217899 0.213537 0.526203 0.168022 0.135546
threshold=-0.071299999999999988 -1.0000000180025095e-35 0.078065000000000009 -0.12851999999999997 0.081080000000000013 0.017990000000000003 0.076980000000000007 -0.073724999999999985 0.08950000000000001 0.084425000000000014 -0.34918499999999997 -0.053494999999999994 -0.15445999999999996 0.08321000000000002 0.023345000000000001 -0.051009999999999993 -0.037619999999999994 0.088585000000000011 0.11034500000000001 0.10641500000000001 0.0047850000000000011 0.080635000000000012 -0.083144999999999983 0.093125000000000013
decision_type=2 2 2 2 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 7 -7 23 11 12 -5 -9 16 17 19 18 -1 20 -15 -13 21 -12 -17 -3
right_child=1 5 -4 10 -6 6 -8 8 -10 -11 13 14 -14 15 -16 22 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.022386481538505452 -0.011779049342035261 0.0084861457228120416 0.029797384308100229 0.0058268051412101425 -0.01800817042504968 -0.0094329579400972124 0.013556754698286114 0.0072529490356917289 -0.00062084593212909903 0.022656395298693219 0.029991559534434793 0.019785769548000674 -0.000445335981951687 0.024113804369651926 0.029513343922825362 0.021862933523362448 0.007152437164961621 0.024909113790544463 0.0085446502373498871 0.0088435155910439045 0.0065587136556935618 0.014613841055413858 0.034008644352159043 -0.0036512278110034371
leaf_weight=58 53 52 95 97 52 78 53 87 53 69 67 203 87 56 69 69 93 78 61 70 82 1132 63 52
leaf_count=58 53 52 95 97 52 78 53 87 53 69 67 203 87 56 69 69 93 78 61 70 82 1132 63 52
internal_value=0 0.00893732 0.0150632 0.0143841 0.00710784 0.0104712 -0.000118062 0.0128414 0.0150906 0.0113679 0.0159151 0.0170358 0.0080876 0.0165226 0.0195192 0.0222011 0.0130158 0.0154808 0.0160119 0.0169866 0.0149053 0.0154746 0.0276734 0.00240018
internal_weight=0 770 2159 2064 359 717 131 586 482 307 1705 429 238 1608 342 249 151 1359 117 273 1281 1199 132 104
internal_count=2929 770 2159 2064 359 717 131 586 482 307 1705 429 238 1608 342 249 151 1359 117 273 1281 1199 132 104
is_linear=0
shrinkage=0.16829


Tree=3949
num_leaves=20
num_cat=0
split_feature=1 1 3 131 10 0 0 49 15 48 51 41 3 3 15 51 151 13 1
split_gain=0.874254 0.483645 0.70465 0.422076 0.724971 0.443776 0.421096 0.453626 0.321361 0.297018 0.4451 0.409396 0.40277 0.368066 0.307552 0.225376 0.160398 0.150968 0.120395
threshold=0.098395000000000024 0.10198500000000001 -0.15288999999999997 0.095205000000000026 -0.089679999999999982 -0.034759999999999992 -0.23089999999999997 0.016520000000000003 0.11447500000000001 0.090530000000000013 0.097700000000000023 0.078610000000000013 -0.14186499999999996 -0.11151499999999999 -0.085999999999999979 0.086950000000000013 -1.0000000180025095e-35 -0.075449999999999975 0.10956
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 18 4 -4 6 -6 -8 9 10 11 12 -1 -14 16 -15 -11 -10 -3
right_child=1 2 3 -5 5 -7 7 -9 17 14 -12 -13 13 15 -16 -17 -18 -19 -20
leaf_value=0.028104506111803516 -0.008815363805175596 0.014480560533566725 -0.013843046563084471 0.01732343805751263 0.017424047937415133 0.016366578466052495 0.0044008900324270829 -0.010679338995115674 0.010572474376806621 0.006520456125277946 0.025828529499765024 0.0018936594876843272 -8.0614958043375668e-05 0.014580463135555168 -0.00051317596036203744 0.0041776933861714287 0.018141466528473503 -0.00065967815551800193 0.025944087241046708
leaf_weight=57 55 53 59 74 53 93 276 71 68 66 89 81 53 1447 82 62 70 67 53
leaf_count=57 55 53 59 74 53 93 276 71 68 66 89 81 53 1447 82 62 70 67 53
internal_value=0 0.00638936 0.00753425 0.00538174 0.00377761 0.00589001 0.00344972 0.00131013 0.0129537 0.0134888 0.0142047 0.0135951 0.0141794 0.0136701 0.0076063 0.0141542 0.0125151 0.00498469 0.0202293
internal_weight=0 787 732 626 552 493 400 347 2142 2007 1789 1700 1619 1562 218 1509 136 135 106
internal_count=2929 787 732 626 552 493 400 347 2142 2007 1789 1700 1619 1562 218 1509 136 135 106
is_linear=0
shrinkage=0.16829


Tree=3950
num_leaves=20
num_cat=0
split_feature=3 10 49 49 1 475 1429 1 1 12 40 475 1429 11 14 3 40 40 3
split_gain=0.831646 0.825793 0.449146 0.515618 0.594954 0.395377 0.50573 0.387455 0.65314 0.442828 0.520698 0.385014 0.52775 0.397597 0.395961 0.409779 0.305174 0.215241 0.17786
threshold=-0.023409999999999997 -0.088499999999999981 -0.00025999999999999992 -0.073139999999999983 0.10818500000000002 0.056735000000000001 -0.053464999999999992 0.093575000000000019 0.079225000000000004 -1.0000000180025095e-35 -0.062739999999999976 -0.085684999999999997 0.08401500000000002 0.086175000000000015 0.073890000000000011 -0.15288999999999997 -0.068949999999999997 -1.0000000180025095e-35 0.12478500000000002
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 17 -5 6 -1 8 -4 10 -9 12 -8 14 15 -13 -17 -3 -11
right_child=1 2 7 4 -6 -7 11 9 -10 18 -12 13 -14 -15 -16 16 -18 -19 -20
leaf_value=0.026318399858730565 -0.017292694304580143 -0.00094606944698804067 0.003108500924134029 -0.021316028353639334 0.0032060943488211565 -0.0047648937916753027 0.029573007701753706 0.0086987087285543083 0.024217318892309419 0.019452166507250367 -0.010264433888674308 -0.003302458718291725 0.0073738146221271174 -0.0015695568671237653 0.024129926886468721 0.022080088461923518 0.0093236538586134871 0.013789352048850045 0.005601712874695919
leaf_weight=53 52 54 79 58 54 52 63 76 88 52 89 71 59 94 52 55 1754 58 54
leaf_count=53 52 54 79 58 54 52 63 76 88 52 89 71 59 94 52 55 1754 58 54
internal_value=0 0.00312064 0.00472682 -0.00139602 -0.00947682 0.00971579 0.0100587 0.00786223 0.0142425 0.00392387 -0.00151901 0.0096567 0.0188521 0.00910209 0.00962224 0.00922001 0.00971249 0.00666873 0.0124132
internal_weight=0 714 662 224 112 2253 2201 438 167 271 165 2148 122 2026 1932 1880 1809 112 106
internal_count=2967 714 662 224 112 2253 2201 438 167 271 165 2148 122 2026 1932 1880 1809 112 106
is_linear=0
shrinkage=0.16829


Tree=3951
num_leaves=23
num_cat=0
split_feature=1 131 3 1 43 15 49 42 42 3 1 3 3 1 1 3 402 402 43 3 3 15
split_gain=0.590169 0.56261 0.823115 0.683762 0.663536 0.524365 0.495746 0.444984 0.390369 0.376962 0.557586 0.485924 0.367565 0.279256 0.316286 0.392018 0.338223 0.617077 0.520623 0.352107 0.193283 0.140773
threshold=0.089625000000000024 0.08987500000000001 0.31966500000000003 0.09636500000000002 -0.22971499999999997 0.090310000000000015 -0.095899999999999985 0.09087000000000002 0.094935000000000005 0.090170000000000014 0.13385500000000003 0.13772500000000001 0.095880000000000007 0.087960000000000024 0.085780000000000009 -0.051469999999999995 0.090840000000000018 0.10893000000000001 -0.18906999999999999 -0.088174999999999989 -0.021559999999999996 -0.013084999999999998
decision_type=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 5 -5 20 -6 -3 -9 10 -8 -11 13 14 15 16 18 -18 -1 -20 -2 -17
right_child=1 7 -4 4 6 -7 9 8 -10 11 -12 -13 -14 -15 -16 21 17 -19 19 -21 -22 -23
leaf_value=-0.0065651958175985108 -0.020157030412009315 0.020154686296725496 -0.017220295299481912 0.024189941783365611 0.019832128853973428 0.0040327025216883774 -0.0031137560498772543 -0.0052259615693197583 0.013166753472412536 0.018129223410575639 0.014887024372444385 -0.00073147514832378575 -0.0044395240313220979 0.018358625746296615 -0.0015503050291918528 0.013299863354499881 0.027313679558704319 0.0068075835613988969 0.012719840696932772 0.0063667091037092598 -0.006220464788590477 0.0241912891788378
leaf_weight=72 54 93 60 52 53 96 305 59 73 86 58 70 59 87 83 90 71 101 344 886 60 55
leaf_count=72 54 93 60 52 53 96 305 59 73 86 58 70 59 87 83 90 71 101 344 886 60 55
internal_value=0 0.00370874 0.00181327 0.00318474 0.00598147 -0.00511699 0.00432302 0.0112321 0.00493216 0.00273577 -0.000232649 0.00965457 0.0086094 0.00904075 0.00856339 0.00908299 0.00825934 0.0152828 0.00733013 0.00814498 -0.0128378 0.0174435
internal_weight=0 1119 894 834 624 210 572 225 132 519 363 156 1848 1789 1702 1619 1474 172 1302 1230 114 145
internal_count=2967 1119 894 834 624 210 572 225 132 519 363 156 1848 1789 1702 1619 1474 172 1302 1230 114 145
is_linear=0
shrinkage=0.16829


Tree=3952
num_leaves=24
num_cat=0
split_feature=4 12 150 2 2 2 4 2 4 4 4 3 43 49 43 2 3 133 12 2 160 12 11
split_gain=53.6329 16.8479 7.09247 4.1506 3.11346 6.26462 4.81451 2.77473 2.11234 2.12778 1.84285 1.53251 1.51261 1.38259 0.933297 0.854547 0.8414 0.786757 0.660282 0.628209 0.56967 0.356738 0.268181
threshold=0.31392000000000003 0.056995000000000011 0.090695000000000012 0.13084500000000002 0.072175000000000017 0.093320000000000014 -0.0048949999999999992 0.15205000000000002 -0.17568999999999999 0.018150000000000003 0.053925000000000008 -0.14186499999999996 -0.049999999999999996 -0.081489999999999993 -0.0035149999999999995 0.085505000000000012 0.085090000000000013 -0.0059799999999999992 0.084065000000000015 0.11523000000000001 1.0000000180025095e-35 0.096475000000000019 0.08776500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 6 16 -1 12 -7 -10 11 15 -2 -13 18 -3 -6 -16 -15 -14 21 -12 -17
right_child=7 3 -4 -5 5 8 -8 -9 9 -11 20 13 19 14 17 22 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00087087395866210194 0.00085744857855713094 0.0032987587201743253 0.00098269093194090231 0.0017033380357574369 0.0031714054790133945 0.0023712277825546336 0.0022728363076997033 0.00036665223386239253 0.0013906274042003416 0.0021434925065494915 0.0023636891864401918 0.0021271454298645589 0.0015836205170242728 0.0029276308628844172 0.0026121464254808754 0.0026143754800869298 0.0026077214724662908 0.0023152293527896094 0.0026635034889027948 0.001175411213128886 0.0025811933567276195 0.0020443487660884042 0.0029589496176406246
leaf_weight=52 102 55 73 56 52 81 55 56 94 73 95 60 79 118 289 53 68 151 1021 88 76 68 52
leaf_count=52 102 55 73 56 52 81 55 56 94 73 95 60 79 118 289 53 68 151 1021 88 76 68 52
internal_value=0 0.00245655 0.0019412 0.00259141 0.00208843 0.00223272 0.00159184 0.00103582 0.0019328 0.00171994 0.00261579 0.00265211 0.00117499 0.00262183 0.0026406 0.00296206 0.00285228 0.00251033 0.0026909 0.00136873 0.00234229 0.00223068 0.00278536
internal_weight=0 2642 548 2094 475 368 107 325 248 167 2038 1799 269 1639 1579 160 120 440 1139 167 239 163 105
internal_count=2967 2642 548 2094 475 368 107 325 248 167 2038 1799 269 1639 1579 160 120 440 1139 167 239 163 105
is_linear=0
shrinkage=0.0032998


Tree=3953
num_leaves=13
num_cat=0
split_feature=2 15 15 0 3 51 15 51 11 0 0 0
split_gain=0.888036 0.631268 0.53494 0.521308 0.495092 0.531131 0.472635 0.51778 0.396173 0.590938 0.544509 0.423411
threshold=0.11891500000000001 -0.41956999999999994 -0.19631499999999999 -0.195045 0.143375 0.086575000000000027 -0.047859999999999993 -0.067059999999999995 0.086175000000000015 0.13304000000000002 -0.14920999999999998 -0.11167499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -2 9 10 -5 -12
right_child=4 2 3 8 -6 -7 -8 -9 -10 -11 11 -13
leaf_value=-0.0053104855973001644 0.016089206408329431 0.022404326407310018 -0.0036373362351240284 0.025318635319305359 -0.010203749381928395 0.01826753445319659 -0.01355217420926778 -0.0036552999171584662 -0.0020581401817242177 0.026908127085590185 0.00023968948666418404 0.0093050085618821953
leaf_weight=90 64 82 95 57 103 55 56 91 87 54 158 1975
leaf_count=90 64 82 95 57 103 55 56 91 87 54 158 1975
internal_value=0 0.00852497 0.00902217 0.00856911 -0.000292999 0.00353787 -0.000293104 0.00448568 0.00906735 0.00949949 0.00906941 0.00863435
internal_weight=0 2598 2508 2426 369 266 211 155 2331 2244 2190 2133
internal_count=2967 2598 2508 2426 369 266 211 155 2331 2244 2190 2133
is_linear=0
shrinkage=0.16829


Tree=3954
num_leaves=21
num_cat=0
split_feature=2 15 15 484 52 52 15 11 4 15 52 15 4 42 3 160 3 15 49 4
split_gain=0.614443 0.436843 0.390102 0.380013 0.474752 0.8063 0.917629 0.763306 0.715267 0.635421 0.465332 0.354825 0.842432 0.322825 0.289847 0.258376 0.243794 0.233698 0.155076 0.120983
threshold=0.11891500000000001 -0.41956999999999994 -0.23043999999999995 -0.084749999999999978 -0.092084999999999986 -0.047784999999999987 -0.091554999999999984 0.079225000000000004 -0.15283499999999997 -0.086989999999999984 -0.10201499999999998 -0.43091499999999999 0.42118000000000005 0.089840000000000017 -0.015474999999999997 -0.012019999999999998 -0.015979999999999998 -0.069034999999999985 0.099620000000000014 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=1 -1 -3 10 9 6 -6 8 -7 -5 -4 -2 17 14 -11 -12 -8 18 -13 -19
right_child=11 2 3 4 5 7 16 -9 -10 13 15 12 -14 -15 -16 -17 -18 19 -20 -21
leaf_value=-0.0044167848629005487 0.0095912461674403423 0.021945275864695725 0.002124855912768342 0.025918626590400069 -0.021010327258224739 0.023963259254562073 0.0099985045198406654 -0.011274446058812969 0.0065422519149179745 0.0017712921629376803 0.027567703671080506 0.00048870985658330953 -0.022408079171628726 0.017281894395491482 0.014155028922092194 0.013512007033130338 -0.0046268569233064664 -0.0080313871036297082 0.013281468540618761 0.0024251482362877179
leaf_weight=90 81 52 69 73 66 70 71 65 1478 177 59 53 52 90 77 102 59 74 55 54
leaf_count=90 81 52 69 73 66 70 71 65 1478 177 59 53 52 90 77 102 59 74 55 54
internal_value=0 0.00709042 0.00750407 0.00719758 0.00652315 0.00534133 -0.00484578 0.00658031 0.00733118 0.0116457 0.0137171 -0.00024369 -0.003016 0.00861169 0.00553249 0.018674 0.00334702 0.00124921 0.00702018 -0.003606
internal_weight=0 2598 2508 2456 2226 1809 196 1613 1548 417 230 369 288 344 254 161 130 236 108 128
internal_count=2967 2598 2508 2456 2226 1809 196 1613 1548 417 230 369 288 344 254 161 130 236 108 128
is_linear=0
shrinkage=0.16829


Tree=3955
num_leaves=25
num_cat=0
split_feature=1 1 12 12 1 42 4 11 4 12 42 160 12 150 15 150 15 41 12 12 1 43 12 15
split_gain=39.3175 5.56207 5.73825 4.83505 2.54459 1.64268 1.44844 1.60151 3.43298 1.40549 1.33474 0.970036 0.706652 0.695618 0.674996 0.633697 0.599572 0.567804 0.541272 0.52382 0.495743 0.733596 0.262435 0.247127
threshold=0.10749500000000002 0.12288500000000001 0.085075000000000026 0.056995000000000011 0.092845000000000025 0.090600000000000014 0.043640000000000005 1.0000000180025095e-35 -0.10701499999999999 -0.0066799999999999993 0.099665000000000017 -1.0000000180025095e-35 0.083785000000000012 0.084800000000000014 -0.087644999999999987 1.0000000180025095e-35 -0.065419999999999992 0.077550000000000022 0.084130000000000024 0.089765000000000025 0.14684500000000003 -0.06538999999999999 0.090165000000000009 -0.21242999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 9 -4 7 8 -5 14 20 -11 -10 23 -1 -6 22 -9 -14 -20 21 -3 -8 -2
right_child=1 10 5 6 15 -7 16 17 12 11 -12 -13 18 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.0025263700580042169 0.0010452733057827455 0.00074829299758743487 0.0023890301931729628 0.0013509480908985023 0.0016376606514579364 0.0015946958646459663 0.0022382315074936359 0.0026902170833869904 0.0024889167297000893 0.0019907013834310392 0.00041689597682641123 0.0014354097429272108 0.001846124000084033 0.00075481437609647745 0.0019939449049183591 0.0012232940339369958 0.0017208156771581625 0.0022560894535710338 0.002250645367356001 0.0021206334533819772 0.00067493667475984186 0.0012141144254446032 0.0019451469563752178 0.0013593667689829152
leaf_weight=54 53 61 62 55 88 53 56 90 84 84 73 59 54 54 52 76 99 54 710 677 59 95 93 60
leaf_count=54 53 61 62 55 88 53 56 90 84 84 73 59 54 54 52 76 99 54 710 677 59 95 93 60
internal_value=0 0.00112611 0.00145568 0.00209093 0.00176581 0.00202325 0.002159 0.00219307 0.00216255 0.0019764 0.000803289 0.00176184 0.0021918 0.00106462 0.00226551 0.00144585 0.00192206 0.00252766 0.00217445 0.00218721 0.000934318 0.00103219 0.00205554 0.00121236
internal_weight=0 570 282 2385 413 115 1972 1724 1580 249 288 143 1525 167 106 164 248 144 1441 1387 215 156 149 113
internal_count=2955 570 282 2385 413 115 1972 1724 1580 249 288 143 1525 167 106 164 248 144 1441 1387 215 156 149 113
is_linear=0
shrinkage=0.0032998


Tree=3956
num_leaves=28
num_cat=0
split_feature=1 1 3 3 1 14 2 39 41 2 1 2 39 2 11 3 2 1 156 159 2 43 43 16 16 1446 1446
split_gain=57.0999 8.76407 4.82906 4.41291 2.69526 1.9596 1.47208 1.46222 1.46211 1.17678 1.13258 1.01323 0.905152 0.858136 0.850395 1.42749 0.734723 0.680955 0.648406 0.546149 0.835915 0.985428 0.886013 0.449079 0.341959 0.339444 0.286615
threshold=0.10749500000000002 0.13472500000000001 -0.049204999999999992 -0.073614999999999986 0.093575000000000019 0.073890000000000011 0.11426500000000002 0.082115000000000007 0.07677500000000001 0.12414000000000001 0.14754500000000001 0.088820000000000024 0.087735000000000021 0.093470000000000011 0.077415000000000012 -0.10175499999999998 0.13631000000000001 0.11680000000000001 0.088510000000000019 0.081975000000000006 0.087245000000000003 0.058975000000000007 -1.0000000180025095e-35 -0.088824999999999987 -0.084064999999999987 0.088980000000000017 0.083735000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 9 8 17 13 11 19 16 18 23 -6 15 -13 -3 -2 25 20 -5 22 -22 -4 -17 26 -1
right_child=1 10 12 4 7 -7 -8 -9 -10 -11 -12 14 -14 -15 -16 24 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=0.0020704443039490572 0.0019616815069606508 0.00068302038437913269 0.001099837447782872 0.0020887412944620397 0.001867186632425497 0.0025252008925177563 0.0010246731619138155 0.00092363744430602052 0.0014257103681532594 0.001355699084723983 -0.00011301341233594659 0.0013945291934753525 0.00044211771016062763 0.0013043151671732946 0.0022532153598128321 0.0017503835127336076 0.00015216590097184008 0.0014283689803912389 0.0016905095715101467 0.00211163315440738 0.0017757995833198594 0.0019843293904257975 0.0012606105696118333 0.00070904628137953378 0.0019549550462714233 0.0023283381008895104 0.0018377818281383575
leaf_weight=839 54 52 59 85 52 72 53 63 53 56 83 70 82 70 60 125 63 52 53 82 80 87 68 72 351 54 65
leaf_count=839 54 52 59 85 52 72 53 63 53 56 83 70 82 70 60 125 63 52 53 82 80 87 68 72 351 54 65
internal_value=0 0.00074148 0.00104001 0.00190412 0.00167015 0.00199046 0.00147537 0.00133327 0.00196738 0.00180614 0.000180421 0.00198511 0.000714863 0.00154452 0.00187773 0.0018364 0.000392511 0.00170039 0.00204945 0.00186881 0.00180647 0.00170422 0.00153933 0.00088532 0.00190131 0.00206927 0.00205375
internal_weight=0 570 372 2385 643 1742 159 185 1670 458 198 1617 213 122 606 546 115 106 1011 402 320 235 148 131 476 958 904
internal_count=2955 570 372 2385 643 1742 159 185 1670 458 198 1617 213 122 606 546 115 106 1011 402 320 235 148 131 476 958 904
is_linear=0
shrinkage=0.0032998


Tree=3957
num_leaves=18
num_cat=0
split_feature=48 1186 453 16 12 3 160 3 16 3 160 3 16 16 2 48 48
split_gain=0.733476 0.439976 0.407469 0.423951 0.583744 0.523043 0.510679 0.648341 0.590451 0.579491 0.661429 0.552419 0.44639 0.372756 0.249229 0.65511 0.298461
threshold=0.13991500000000004 0.062030000000000009 0.084760000000000016 -0.06859999999999998 -0.097314999999999985 -0.23098999999999997 -0.019279999999999995 -0.079634999999999997 0.51381500000000013 -0.085374999999999993 -0.082539999999999988 -0.023409999999999997 -0.072359999999999994 -0.0079049999999999971 0.088135000000000005 0.082425000000000012 0.087435000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 9 13 -9 10 -7 -11 14 -8 15 -6 -16
right_child=-2 -3 -4 5 12 6 7 8 -10 11 -12 -13 -14 -15 16 -17 -18
leaf_value=0.026143672193713025 -0.010776685497678518 -0.0024836460472157764 0.023184617085709458 0.019749519317343232 0.010159868080759587 0.0011240810089670429 0.024429533051222811 0.0016071827729599605 0.018919390795647754 0.010172887239587106 -0.021570413215246484 -0.0041017361701765447 0.024546529281526581 0.011167155004097111 0.0091121425322849194 0.029523566734066791 0
leaf_weight=69 55 94 58 84 608 111 76 363 66 248 54 111 59 292 418 54 135
leaf_count=69 55 94 58 84 608 111 76 363 66 248 54 111 59 292 418 54 135
internal_value=0 0.0088267 0.00920623 0.00891055 0.0110507 0.00686352 0.00604276 0.00872639 0.00427479 0.00195755 -0.00629232 0.00575428 0.0102319 0.013911 0.0095353 0.0117421 0.00689028
internal_weight=0 2900 2806 2748 1343 1405 1321 797 429 524 165 359 1274 368 1215 662 553
internal_count=2955 2900 2806 2748 1343 1405 1321 797 429 524 165 359 1274 368 1215 662 553
is_linear=0
shrinkage=0.16829


Tree=3958
num_leaves=12
num_cat=0
split_feature=48 1454 41 3 0 12 9 3 3 2 0
split_gain=0.50759 0.41321 0.367498 0.441856 0.761719 0.710763 0.629986 0.671087 0.468463 0.390077 0.195236
threshold=0.13991500000000004 0.091445000000000012 0.088100000000000012 -0.14186499999999996 -0.105195 0.082795000000000021 0.082325000000000023 0.40411000000000002 -0.115685 0.13775000000000001 0.044695000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 -5 -10 -7
right_child=-2 -3 -4 6 5 10 -8 -9 9 -11 -12
leaf_value=0.031002724552761783 -0.0089630796205972182 -0.0047264945979475686 -0.0035512988112417769 -0.0084247030181157298 -0.0063383680659381764 0.0088966259639447192 -0.0095320582327261486 0.026696492017540922 0.0081914336905592328 -0.002061359524079509 0.022759175897042065
leaf_weight=62 55 78 80 52 56 52 61 52 2231 110 66
leaf_count=62 55 78 80 52 56 52 61 52 2231 110 66
internal_value=0 0.00734228 0.00767649 0.00800473 0.0149735 0.00925162 0.00734773 0.0077696 0.00735757 0.0077089 0.0166655
internal_weight=0 2900 2822 2742 236 174 2506 2445 2393 2341 118
internal_count=2955 2900 2822 2742 236 174 2506 2445 2393 2341 118
is_linear=0
shrinkage=0.16829


Tree=3959
num_leaves=11
num_cat=0
split_feature=10 10 41 3 1446 11 1 403 1210 1186
split_gain=0.476676 0.459183 0.513453 0.817052 0.661273 0.512808 0.393643 0.265158 0.478365 0.272559
threshold=-0.36237499999999995 -0.082174999999999984 0.081500000000000017 -0.15041499999999997 0.11018500000000002 1.0000000180025095e-35 0.093800000000000008 -0.5407249999999999 -0.08861999999999999 0.062030000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 7 -7 -3 -9 -10
right_child=1 2 3 -5 -6 6 -8 8 9 -11
leaf_value=-0.010103802716112546 0.021824530011465431 0.015147871296141488 -0.020748253532667259 0.0081742111997590797 0.024585277755796324 0.025415393184087427 0.0083348081054071006 -0.0097892404065400267 0.0057560956922168604 -0.0040473646520404185
leaf_weight=52 52 76 52 59 55 64 96 60 2306 83
leaf_count=52 52 76 52 59 55 64 96 60 2306 83
internal_value=0 0.00613988 0.00585317 -0.00535887 0.00630804 0.00593297 0.0151783 0.00534642 0.00504152 0.00541475
internal_weight=0 2903 2851 111 2740 2685 160 2525 2449 2389
internal_count=2955 2903 2851 111 2740 2685 160 2525 2449 2389
is_linear=0
shrinkage=0.16829


Tree=3960
num_leaves=12
num_cat=0
split_feature=11 0 13 34 160 43 43 157 147 51 0
split_gain=0.927872 0.759441 0.724414 0.783859 0.620462 0.463043 0.456587 0.385829 0.357509 0.630298 0.349613
threshold=0.079700000000000007 0.121355 -0.39817499999999995 -0.066379999999999981 -0.54959499999999994 -0.0096349999999999977 -0.49922499999999997 0.10909500000000001 0.093085000000000015 0.15358000000000002 -0.12851999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 10 -4 -5 -2 -6 8 9 -8 -1
right_child=1 -3 3 4 6 -7 7 -9 -10 -11 -12
leaf_value=-0.018371699480458997 0.011718580766764528 -0.00077674911509584439 -0.010598336024816118 -0.012959812597582889 0.02060603178660329 0.032126013912105476 0.0055603102665682663 -0.0073048402119514138 0.018398593197498519 -0.012506620001492897 0.00023922972125105731
leaf_weight=58 56 52 94 53 55 73 2236 69 59 56 56
leaf_count=58 56 52 94 53 55 73 2236 69 59 56 56
internal_value=0 0.0163594 0.0039139 0.00448535 0.00504693 0.0232809 0.00543325 0.00508767 0.00545215 0.0051181 -0.00921373
internal_weight=0 181 2736 2622 2528 129 2475 2420 2351 2292 114
internal_count=2917 181 2736 2622 2528 129 2475 2420 2351 2292 114
is_linear=0
shrinkage=0.16829


Tree=3961
num_leaves=17
num_cat=0
split_feature=1 4 16 1 1 40 12 16 1 16 49 13 12 52 12 133
split_gain=1.6572 0.437068 1.15816 1.29474 0.318895 0.420948 0.714547 0.325764 0.49029 0.437923 0.40681 0.925704 0.517702 0.232672 0.222555 0.159706
threshold=0.14860500000000001 -0.17568999999999999 0.25032500000000008 0.080125000000000016 0.13699000000000003 -0.065259999999999999 -0.086254999999999984 -0.52541999999999989 0.10529500000000001 -0.42170999999999997 -0.052284999999999991 -0.0040999999999999986 0.056995000000000011 -0.55511499999999991 0.087995000000000004 0.084675000000000014
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 8 -7 14 11 -11 -12 -4 -9 -3
right_child=-2 4 13 -5 -6 7 -8 9 -10 10 12 -13 -14 -15 -16 -17
leaf_value=0.00645868532035668 -0.02149367272945792 0.010212717232180301 0.00638662420248008 0.040961469360840712 -0.0063433165724577356 -0.016970105054020343 0.025088238985653488 0.0064913649776385165 0.005142780283870935 0.0022759201391223793 -0.0047666718094364121 0.027846323416055811 0.0038309278842828484 -0.0093795295505139792 0.021302277767847773 -0.0026666166187818705
leaf_weight=66 71 52 54 58 83 53 72 56 61 114 224 62 1722 52 60 57
leaf_count=66 71 52 54 58 83 53 72 56 61 114 224 62 1722 52 60 57
internal_value=0 0.004532 0.0115695 0.0226116 0.00391258 0.00424935 0.0120741 0.00364642 -0.00512201 0.00409388 0.00354234 0.0112939 0.00284035 -0.00133077 0.0141677 0.00346117
internal_weight=0 2846 230 124 2616 2533 181 2352 114 2238 2122 176 1946 106 116 109
internal_count=2917 2846 230 124 2616 2533 181 2352 114 2238 2122 176 1946 106 116 109
is_linear=0
shrinkage=0.16829


Tree=3962
num_leaves=15
num_cat=0
split_feature=3 4 3 3 1447 1211 43 133 40 3 4 2 4 159
split_gain=1.44562 0.775574 0.459846 0.644195 0.319242 0.331021 0.35465 0.943145 0.667643 0.692606 0.639235 0.484733 0.330185 0.288406
threshold=0.28833000000000003 0.0051950000000000008 -0.16100499999999998 -0.23936999999999997 -0.085754999999999984 0.10971000000000002 -0.049364999999999992 -0.051434999999999988 -0.04476999999999999 -0.12711499999999995 -0.082274999999999987 -0.026084999999999994 0.0047050000000000008 -0.087039999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 13 6 7 -6 -8 -10 -11 -9 -13 -4
right_child=1 -3 4 -5 5 -7 8 11 9 10 -12 12 -14 -15
leaf_value=0.0043046054880154219 0.00020667296064702273 -0.027095796118257218 0.0031229198487580942 0.02698041049480206 -0.019301779118660736 -0.0069801025976640096 0.024948741100031396 -0.012199195893404612 0.02192282105442379 0.011311811630012466 0.0019787938969821439 0.0056714668271232163 -0.00077919674932030764 -0.014496032415995746
leaf_weight=92 53 66 53 58 55 77 52 55 68 281 801 849 305 52
leaf_count=92 53 66 53 58 55 77 52 55 68 281 801 849 305 52
internal_value=0 -0.0149208 0.00401548 0.0130846 0.00350107 0.00387696 0.0042167 0.00224642 0.00628711 0.00544172 0.00440428 0.00322818 0.00396501 -0.00558555
internal_weight=0 119 2798 150 2648 2543 2466 1264 1202 1150 1082 1209 1154 105
internal_count=2917 119 2798 150 2648 2543 2466 1264 1202 1150 1082 1209 1154 105
is_linear=0
shrinkage=0.16829


Tree=3963
num_leaves=20
num_cat=0
split_feature=4 10 3 3 4 11 12 16 12 4 39 147 3 133 157 12 4 4 16
split_gain=34.3855 7.57112 5.15313 3.40032 1.82197 1.71975 1.98185 1.69393 1.28163 1.33456 1.22981 1.00095 0.955228 0.708113 0.966398 0.718206 0.586955 0.201843 0.128744
threshold=0.31392000000000003 -1.0000000180025095e-35 0.11269500000000002 0.31966500000000003 -0.025824999999999997 0.077330000000000024 0.087215000000000015 0.062910000000000008 -1.0000000180025095e-35 -0.097349999999999978 0.088025000000000006 0.086565000000000017 -0.012504999999999997 0.08653000000000001 -0.077764999999999987 0.092995000000000008 0.50609000000000004 -0.010264999999999998 -0.54034499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 10 -4 7 -7 8 12 -10 16 -11 -3 14 -9 -15 18 -16 -2
right_child=3 2 4 -5 -6 6 -8 13 9 11 -12 -13 -14 15 17 -17 -18 -19 -20
leaf_value=0.0012430434102355711 0.0012598000915502688 0.001595491822580267 0.0019522395233637568 0.00021821020341756606 0.0011408284117944247 0.0030502017905407984 0.0022489446395254089 0.0014652053401436405 0.0027077983493427552 0.0022347528306255705 0.00081243465886361439 0.00177443262232234 0.0021457530165444358 0.0023518091908856231 0.0020512522787411603 0.0019092471215478865 0.0015448657185643201 0.0018282876682148329 0.001030711357876492
leaf_weight=103 56 61 54 54 69 53 94 52 64 1543 90 54 81 89 132 75 63 73 57
leaf_count=103 56 61 54 54 69 53 94 52 64 1543 90 54 81 89 132 75 63 73 57
internal_value=0 0.00212057 0.0021568 0.000973967 0.00149734 0.00219099 0.00253807 0.00216804 0.00221221 0.00223806 0.00112726 0.00221921 0.00190962 0.00197878 0.00186962 0.00214963 0.00128805 0.00197203 0.00114455
internal_weight=0 2597 2494 320 123 2371 147 2224 1803 1661 266 1597 142 421 257 164 176 205 113
internal_count=2917 2597 2494 320 123 2371 147 2224 1803 1661 266 1597 142 421 257 164 176 205 113
is_linear=0
shrinkage=0.0032998


Tree=3964
num_leaves=13
num_cat=0
split_feature=3 1 160 43 48 1374 43 43 403 12 43 148
split_gain=1.11507 0.524375 0.50633 0.525443 0.377606 0.380102 0.448618 0.908742 0.416631 0.596544 0.471674 0.255067
threshold=0.28833000000000003 0.14065000000000003 -0.55045999999999984 -0.49922499999999997 -0.078159999999999993 -1.0000000180025095e-35 -0.22491499999999998 -0.31011999999999995 0.058485000000000009 0.11640000000000002 -0.03898999999999999 -0.080784999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 11 -6 7 -7 9 -8 -10 -5
right_child=1 -3 3 4 5 6 8 -9 10 -11 -12 -13
leaf_value=-0.011458171436696737 -0.0016070816970338582 -0.024115919024166096 0.019802831420144534 0.0033996806782180923 0.019443606790507582 0.0090917003770456372 0.0057073759637035074 -0.02111008364384772 -0.015091884498073669 0.020267125052519399 0.002809649716356776 -0.013014327700001754
leaf_weight=52 66 53 69 53 53 59 2073 54 53 83 195 54
leaf_count=52 66 53 69 53 53 59 2073 54 53 83 195 54
internal_value=0 -0.0116471 0.00498217 0.00529415 0.00491952 0.00532768 0.00502973 -0.00532511 0.00551721 0.00626872 -0.00100884 -0.00486723
internal_weight=0 119 2798 2746 2677 2570 2517 113 2404 2156 248 107
internal_count=2917 119 2798 2746 2677 2570 2517 113 2404 2156 248 107
is_linear=0
shrinkage=0.16829


Tree=3965
num_leaves=28
num_cat=0
split_feature=1 3 3 1 0 42 3 159 159 133 49 16 0 0 1 1 0 402 1 159 0 1 1456 1 3 3 3
split_gain=28.0582 5.43767 3.17406 1.36722 1.13216 1.29639 0.954347 1.24821 0.895711 1.03823 1.23157 1.26377 0.862225 1.12205 1.00316 0.779634 0.880956 0.682462 0.670725 0.551314 0.498344 0.425599 0.401768 0.337885 0.27328 0.253193 0.212917
threshold=0.10910500000000002 -0.063264999999999988 -0.073614999999999986 0.15099500000000002 -0.070134999999999989 0.084360000000000004 0.10402500000000002 0.081975000000000006 -1.0000000180025095e-35 -0.0094199999999999978 0.011845000000000001 -0.051259999999999993 -0.038724999999999989 -0.11471499999999998 0.13130500000000003 0.096315000000000026 -0.14920999999999998 0.11367500000000001 0.081005000000000008 0.084135000000000001 -0.14797999999999997 0.122715 0.08814000000000001 1.0000000180025095e-35 -0.083674999999999986 -0.063889999999999988 -0.14326499999999995
decision_type=2 2 2 2 2 2 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 4 12 15 18 7 8 23 25 11 -11 13 20 -15 16 -1 19 -6 22 -3 26 -18 -4 -21 -10 -2
right_child=1 3 6 -5 5 -7 -8 -9 9 10 -12 -13 -14 14 -16 -17 17 -19 -20 24 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0023389196875782986 0.0014149915603481112 0.0008062908182019388 0.0016697090297442684 0.00028932770973011477 0.0016457377040317801 0.0013801442336409521 0.0012905103124814454 0.0019919825220195415 0.0016116805327702009 0.0012527463273651245 0.00095272097732905319 0.001784841871792002 0.0012349738645204423 0.00089847118166182574 0.00033181664913540615 0.0015733212513391898 0.0018840314513848364 0.0022183510589451009 0.0020925085814595006 0.0021928003929214397 0.0012199283593770074 0.0012247637983637499 0.0015906472452278586 0.0020472424364839105 0.001910265889396284 0.0019400678480721732 0.0017030599782183521
leaf_weight=56 52 72 55 57 75 100 89 102 52 100 55 96 52 58 83 71 1089 77 74 96 58 56 55 52 66 55 67
leaf_count=56 52 72 55 57 75 100 89 102 52 100 55 96 52 58 83 71 1089 77 74 96 58 56 55 52 66 55 67
internal_value=0 0.000983287 0.00180624 0.00076144 0.00187941 0.00167213 0.00160997 0.00166005 0.00158717 0.00150746 0.0013908 0.00151354 0.000844645 0.000769618 0.000565158 0.00191357 0.00193033 0.00191376 0.00186786 0.00189578 0.000991108 0.00146481 0.00186996 0.00185351 0.00207791 0.00178081 0.00157748
internal_weight=0 555 2415 380 1759 249 656 567 465 358 251 196 323 271 141 1510 1439 1383 149 1306 130 175 1144 107 162 107 119
internal_count=2970 555 2415 380 1759 249 656 567 465 358 251 196 323 271 141 1510 1439 1383 149 1306 130 175 1144 107 162 107 119
is_linear=0
shrinkage=0.0032998


Tree=3966
num_leaves=26
num_cat=0
split_feature=3 3 4 4 10 0 4 157 52 3 11 16 48 13 0 0 42 42 16 0 482 16 4 0 52
split_gain=16.8677 5.21575 3.46644 2.72236 1.64761 1.57537 1.36333 1.78783 0.930164 1.36729 0.806493 0.850888 0.661175 0.825789 0.793948 0.563103 0.889364 0.53863 0.450489 0.871294 0.400429 0.316059 0.310621 0.115876 0.0792118
threshold=-0.049204999999999992 0.3148450000000001 0.26546000000000003 0.31392000000000003 -1.0000000180025095e-35 -0.06952499999999999 -0.39175499999999991 -0.028244999999999996 -0.45635499999999996 -0.090704999999999994 0.078065000000000009 0.26768500000000006 0.087035000000000015 -0.0034749999999999994 -0.13843999999999998 -0.099704999999999974 0.084185000000000024 0.11704500000000001 -0.40885499999999991 -0.10071499999999999 0.081160000000000024 0.092980000000000021 -0.00045499999999999995 -0.081704999999999986 -0.55248999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 -2 10 -6 -8 24 -10 11 15 14 -14 -9 16 -1 21 19 -4 22 -11 -17 -22 -7
right_child=1 -3 18 -5 6 8 7 12 9 17 -12 -13 13 -15 -16 20 -18 -19 -20 -21 23 -23 -24 -25 -26
leaf_value=0.0010681040177763917 0.00065979392943757789 0.00020790598144762427 0.00097972288421279753 0.00092647539587784435 0.0015833442165562744 0.0014553667927295919 0.000560835550738049 0.0016611662527677563 0.00088154698446088486 0.0016567342883149041 0.00188256188459454 0.0011379219478755891 0.00079898524492117708 0.0013258683887125533 0.0011876321304069154 0.0015562394393913914 0.0015826024867476012 0.0010849407339664917 0.00039865227088308955 0.00042941790720133914 0.0018543687970767918 0.0013156970415884066 0.0014068599430811241 0.001631996694179636 0.0016434895320057864
leaf_weight=71 66 103 72 99 90 53 52 62 99 62 69 63 69 62 105 1113 77 52 64 56 56 60 182 56 57
leaf_count=71 66 103 72 99 90 53 52 62 99 62 69 63 69 62 105 1113 77 52 64 56 56 60 182 56 57
internal_value=0 0.000901506 0.00100381 0.00146198 0.00114713 0.00148758 0.00122015 0.00112666 0.00129592 0.00119214 0.00153107 0.00151605 0.00122528 0.00104862 0.00136365 0.00153135 0.00133602 0.00136866 0.000625894 0.00073924 0.00155187 0.0014893 0.00153527 0.0017435 0.00155317
internal_weight=0 801 698 2169 506 2070 440 350 383 273 1687 1618 298 131 167 1555 148 174 192 128 1407 122 1295 112 110
internal_count=2970 801 698 2169 506 2070 440 350 383 273 1687 1618 298 131 167 1555 148 174 192 128 1407 122 1295 112 110
is_linear=0
shrinkage=0.0032998


Tree=3967
num_leaves=23
num_cat=0
split_feature=482 2 2 3 0 150 1 13 1447 4 475 50 124 131 160 1 3 4 160 47 2 52
split_gain=0.511957 0.416939 0.613546 0.762538 0.583359 0.491285 0.568593 0.69486 0.386052 1.24381 0.395367 0.373858 0.359463 0.400027 0.499316 0.49517 0.338744 0.348034 0.333484 0.282918 0.269987 0.182481
threshold=0.11789500000000001 0.083185000000000023 0.078775000000000012 0.0098450000000000013 -0.22480499999999998 0.084270000000000012 0.12019000000000001 -0.11279499999999999 -0.084094999999999989 -0.081864999999999979 -0.085774999999999976 0.081580000000000014 -0.083769999999999983 0.088565000000000019 -0.021669999999999998 0.11104500000000002 -0.081284999999999982 0.0029800000000000004 -0.085134999999999975 0.090515000000000026 0.096780000000000019 -0.015539999999999998
decision_type=2 2 2 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 20 6 8 -8 9 -6 -10 -12 -1 14 -14 -16 21 -18 -15 -20 -3 -7
right_child=-2 4 -4 -5 5 16 7 -9 10 -11 11 -13 13 18 15 -17 17 -19 19 -21 -22 -23
leaf_value=-0.0033748784638407167 0.022382899495616101 -0.016140495989764074 0.024685939089435015 -0.012016245060039335 -0.023728112054559228 -0.00099089388672800034 0.0096166095887499081 -0.014189438402250641 -0.0043162956696976371 0.010522484889510296 0.0056166930599069525 0.014379840429037808 0.028946921647783175 -0.0063838346727039712 0.0081564645689000768 0.0249349312820548 0.029232601933711445 0.010356629026230219 0.01465842353345127 0 0.00015759254748296282 0.012815865618486817
leaf_weight=59 53 52 65 52 52 54 54 97 101 71 1274 155 52 58 276 61 52 60 90 64 64 54
leaf_count=59 53 52 65 52 52 54 54 97 101 71 1274 155 52 58 276 61 52 60 90 64 64 54
internal_value=0 0.00568092 0.00902223 0.00758973 0.0044669 0.0051326 0.00421549 -0.00566412 0.00511907 -0.00394284 0.00584876 0.00656847 0.00913717 0.0103685 0.013576 0.0111988 0.0126447 0.0191365 0.00447453 0.00857571 -0.00713296 0.00589585
internal_weight=0 2917 777 712 2140 2024 1804 151 1653 123 1530 1429 660 601 389 337 220 112 212 154 116 108
internal_count=2970 2917 777 712 2140 2024 1804 151 1653 123 1530 1429 660 601 389 337 220 112 212 154 116 108
is_linear=0
shrinkage=0.16829


Tree=3968
num_leaves=12
num_cat=0
split_feature=41 14 42 9 10 39 12 15 453 0 16
split_gain=0.516531 0.670347 0.543083 0.511542 0.590412 0.42414 0.421643 0.504313 0.419274 0.328193 0.321647
threshold=0.082560000000000008 -0.2523999999999999 0.090295000000000014 -0.08564999999999999 -1.0000000180025095e-35 0.093225000000000016 -0.079404999999999989 -0.10059999999999998 0.082930000000000018 -0.084514999999999993 -0.078104999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 10 6 7 -6 9 -8 -5
right_child=2 3 -4 4 5 -7 8 -9 -10 -11 -12
leaf_value=-0.0095209120468378455 0.028771428473885557 0.021227293464023231 0.0055741375867045797 -0.017114129179815103 0.0045540706957589473 -0.005978694199560786 0.0024961099845777555 0.02739287475484195 0.019930626204882174 0.0065176944682808994 0.0015752535632461999
leaf_weight=93 52 54 64 52 56 93 1013 54 53 1334 52
leaf_count=93 52 54 64 52 56 93 1013 54 53 1334 52
internal_value=0 0.00452555 0.0159884 0.00499933 0.00467495 0.00517215 0.00558602 0.0157822 0.00511795 0.00478268 -0.00775216
internal_weight=0 2854 116 2761 2707 2603 2510 110 2400 2347 104
internal_count=2970 2854 116 2761 2707 2603 2510 110 2400 2347 104
is_linear=0
shrinkage=0.16829


Tree=3969
num_leaves=23
num_cat=0
split_feature=3 10 3 43 457 16 42 49 50 3 133 3 12 12 401 403 157 3 12 160 43 3
split_gain=25.3287 9.60399 5.20862 5.93845 3.97404 2.8791 2.54581 1.55695 1.30854 1.28403 1.26009 1.20551 1.1191 0.918123 0.891919 0.828174 0.77479 0.635678 0.610838 0.558209 0.378735 0.182248
threshold=-0.063264999999999988 -0.092019999999999977 0.28833000000000003 -0.035884999999999993 0.092240000000000003 -0.50790499999999994 -1.0000000180025095e-35 -0.081489999999999993 -0.041284999999999995 0.11878500000000002 0.024055000000000003 0.076825000000000018 0.056995000000000011 0.090285000000000018 0.086390000000000008 -0.121015 -0.063024999999999984 0.091085000000000013 -0.089399999999999993 0.0065900000000000012 0.15834000000000004 -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 2
left_child=5 -2 3 6 9 -1 -3 -7 -9 11 -8 20 -10 14 15 -14 -15 -13 -12 -18 -5 -16
right_child=1 2 -4 4 -6 7 10 8 12 -11 18 17 13 16 21 -17 19 -19 -20 -21 -22 -23
leaf_value=0.0015154269085020761 0.0001746293262740378 0.0018840160700985204 0.00082771435689261692 0.0017128441307736021 0.0010330493773781546 0.0017236805448055349 0.00071048871352550355 0.0017245122727379775 0.0016959735261717736 0.0015815362517593488 0.0014919193269984545 0.0025688801955663192 0.0019220628675088336 0.0018138091054685924 0.0026805244528308849 0.0022566787680938496 0.0021130786781146846 0.0021277740887899036 0.0010643847863618142 0.002441540878309301 0.0020482214920989413 0.0023960142458686064
leaf_weight=86 61 55 100 81 54 97 67 75 53 69 67 56 92 90 55 749 691 104 82 63 71 52
leaf_count=86 61 55 100 81 54 97 67 75 53 69 67 56 92 90 55 749 691 104 82 63 71 52
internal_value=0 0.00143771 0.00153326 0.00163314 0.00187218 0.00210813 0.00124933 0.00213339 0.00215407 0.00199102 0.00108755 0.00208146 0.00217151 0.00218555 0.00225655 0.00222012 0.00210577 0.00228238 0.00125687 0.00214057 0.00186973 0.00254259
internal_weight=0 867 806 706 435 2103 271 2017 1920 381 216 312 1845 1792 948 841 844 160 149 754 152 107
internal_count=2970 867 806 706 435 2103 271 2017 1920 381 216 312 1845 1792 948 841 844 160 149 754 152 107
is_linear=0
shrinkage=0.0032998


Tree=3970
num_leaves=22
num_cat=0
split_feature=4 2 123 3 3 12 2 48 4 42 3 2 12 4 2 42 159 12 13 12 3
split_gain=15.0842 6.29638 3.61675 2.65117 1.23161 1.2235 1.31767 1.1349 1.0943 1.12628 0.97353 0.653677 0.568883 0.56439 0.4926 0.43462 0.423238 0.597721 0.350179 0.299671 0.0252749
threshold=0.31392000000000003 0.13388500000000003 1.0000000180025095e-35 0.10766000000000002 -0.082634999999999986 0.09253500000000002 0.087815000000000018 0.08956500000000002 -0.47860499999999995 0.079335000000000003 -0.11372999999999998 -1.0000000180025095e-35 0.079335000000000017 -0.008454999999999999 0.087495000000000003 -0.062334999999999995 0.10329500000000001 -0.082039999999999988 -0.052124999999999998 0.099370000000000014 0.11745500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 6 11 -3 -8 -10 19 -1 -13 15 -4 -12 17 -6 -15 -7 -19
right_child=4 7 14 -5 16 10 8 -9 9 -11 13 12 -14 18 -16 -17 -18 20 -20 -21 -22
leaf_value=0.0010263271146742055 0.00075891785407241328 0.00078213743079054627 0.00044396236352706696 0.00067013752703086048 -1.0270858010608688e-05 0.001260068530743135 0.0016316854560618518 0.0001448646325250342 0.00096450034719876743 0.0012700426253995892 0.0013403673869397384 0.0016534711610089882 0.0013746653250258092 0.0010949482746164629 0.00084995825710078375 0.0011015329531791705 0.00052366190551838719 0.00042927105312762361 0.00083790789667784204 0.0016197957669521982 0.00032155472106510779
leaf_weight=54 85 56 59 89 75 52 54 67 234 304 117 90 806 116 74 303 66 52 119 52 52
leaf_count=54 85 56 59 89 75 52 54 67 234 304 117 90 806 116 74 303 66 52 119 52 52
internal_value=0 0.00116477 0.00120032 0.00122981 0.000416402 0.00125144 0.00130499 0.000435292 0.00118238 0.00113721 0.00114261 0.00138135 0.00140271 0.00109529 0.00067012 0.00116815 0.000297427 0.000213814 0.000964937 0.00144027 0.000375752
internal_weight=0 2646 2523 2390 330 2301 1542 123 592 538 759 950 896 655 133 420 245 179 235 104 104
internal_count=2976 2646 2523 2390 330 2301 1542 123 592 538 759 950 896 655 133 420 245 179 235 104 104
is_linear=0
shrinkage=0.0032998


Tree=3971
num_leaves=14
num_cat=0
split_feature=158 9 34 14 0 124 3 1 475 11 4 3 160
split_gain=0.577005 0.573214 0.532313 0.386447 0.515458 0.640589 0.458734 1.08401 0.392761 0.395033 0.368801 0.378387 0.307567
threshold=-0.45527999999999996 -0.08577499999999999 -0.083799999999999986 -0.13131999999999996 -0.11991499999999998 -0.080429999999999988 -0.020759999999999997 0.089895000000000017 -0.09688999999999999 0.079225000000000004 0.26546000000000003 0.088880000000000015 -0.072114999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 12 6 -6 7 -5 -7 -10 11 -8 -4
right_child=1 2 3 4 5 8 10 -9 9 -11 -12 -13 -14
leaf_value=-0.0083856287884863951 -0.010210848202338949 0.023040711035887354 0.0072211180680900721 0.0050356198615258418 -0.0099552658202432271 0.01948809554698696 0.019178891095817368 -0.025800159904147833 0.0082670328758093978 -0.0035596639374445159 -0.0029083360602510781 0.0026914624670118311 0.024464957421973889
leaf_weight=68 52 62 54 85 56 85 74 52 2061 83 94 85 65
leaf_count=68 52 62 54 85 56 85 74 52 2061 83 94 85 65
internal_value=0 0.00728482 0.007604 0.00726081 0.00684222 0.00780748 0.00118217 -0.00665536 0.00825455 0.00780835 0.00543332 0.0103762 0.0166551
internal_weight=0 2908 2856 2794 2675 2285 390 137 2229 2144 253 159 119
internal_count=2976 2908 2856 2794 2675 2285 390 137 2229 2144 253 159 119
is_linear=0
shrinkage=0.16829


Tree=3972
num_leaves=28
num_cat=0
split_feature=1 155 1 2 2 2 2 2 2 48 2 4 2 1 1 1453 160 1429 15 48 15 1213 4 4 2 475 160
split_gain=33.5206 6.31801 2.79075 2.61356 1.83401 1.47552 1.35678 1.07226 1.45909 0.756402 0.74914 0.756743 0.733187 1.40776 0.754656 0.5778 0.549596 0.540848 0.604368 0.593724 0.52585 0.435059 0.372554 0.36182 0.394691 0.272774 0.206479
threshold=0.10331000000000003 0.092900000000000024 0.13074500000000003 0.10251500000000001 0.10523 -1.0000000180025095e-35 -0.0098549999999999974 -1.0000000180025095e-35 0.17553000000000005 0.082425000000000012 0.11366500000000002 -0.0064399999999999987 0.087815000000000018 0.087720000000000006 1.0000000180025095e-35 -0.014859999999999998 0.062030000000000009 0.083960000000000021 0.087670000000000012 0.087645000000000015 -0.065419999999999992 0.0041950000000000008 0.38865500000000003 0.44128500000000004 0.11771500000000001 -0.028044999999999997 0.10323500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 5 -2 -1 -4 22 10 11 -5 15 14 16 -8 25 18 19 -17 -12 -20 -9 24 -6 -14 -18
right_child=1 -3 7 9 23 -7 12 8 -10 -11 20 -13 13 -15 -16 17 26 -19 21 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0020442416478166549 0.0016049308953340557 0.0025922131073087785 0.00091056600325450975 0.0026879262315649007 0.001282085355891634 0.0022430957841815965 0.0022790591211402519 0.0017836545517057891 0.00096925645295324668 0.0019140795841921224 0.0023965103988686214 0.0022306628599049515 0.0026086593956229716 0.0020304658484256838 0.0028759862323998291 0.0027365442257123486 0.0028357079431340602 0.0022969983065009897 0.0025781458613499939 0.0024112566252941781 0.0019832052076801557 0.0022539122324234857 0.0014037063663247394 0.0017299350436070335 0.0016180118260098173 0.0023999512872519228 0.0025432395681247843
leaf_weight=62 67 70 67 79 85 98 59 65 57 70 53 82 86 74 58 551 57 55 260 71 98 57 52 67 72 447 57
leaf_count=62 67 70 67 79 85 98 59 65 57 70 53 82 86 74 58 551 57 55 260 71 98 57 52 67 72 447 57
internal_value=0 0.00165099 0.00154635 0.00247687 0.00171947 0.00198418 0.00252723 0.00126677 0.00140373 0.00222711 0.00229723 0.00245525 0.00254356 0.00246593 0.00251159 0.00260095 0.00247887 0.00262002 0.0026389 0.00269947 0.00212851 0.00251996 0.00161509 0.00152433 0.00143637 0.00243369 0.00268978
internal_weight=0 700 630 2276 389 165 1894 241 174 382 312 161 1832 779 705 1053 647 994 939 622 151 317 117 224 157 533 114
internal_count=2976 700 630 2276 389 165 1894 241 174 382 312 161 1832 779 705 1053 647 994 939 622 151 317 117 224 157 533 114
is_linear=0
shrinkage=0.0032998


Tree=3973
num_leaves=34
num_cat=0
split_feature=1 155 3 2 2 2 2 1 51 160 3 12 4 51 481 43 484 401 2 12 4 12 4 12 12 4 12 13 2 2 13 124 4
split_gain=16.3706 5.72237 2.52363 1.52647 1.44838 1.22568 1.31811 0.825511 0.821133 0.864094 0.715586 0.784685 0.698907 0.945335 1.20435 0.616843 0.570092 0.460006 0.445359 0.689584 0.452231 0.420799 0.380826 0.964832 0.61398 0.356859 0.341955 0.333357 0.259569 0.237737 0.226799 0.211361 0.175258
threshold=0.10075500000000003 0.10022500000000002 -0.049204999999999992 0.10251500000000001 0.10100500000000003 -1.0000000180025095e-35 0.10523 0.11392000000000001 0.10532000000000001 -1.0000000180025095e-35 -0.016294999999999994 0.11549500000000001 -0.079939999999999983 -0.085594999999999991 -0.0085599999999999982 -0.082134999999999986 -0.077234999999999984 0.083660000000000026 0.085585000000000008 0.081685000000000021 -0.08231999999999999 -0.073629999999999987 -0.018664999999999998 0.088135000000000005 0.089855000000000004 -0.084384999999999988 0.083705000000000016 -0.081464999999999982 0.084095000000000017 0.11366500000000002 -0.053999999999999999 -0.081864999999999979 -0.084854999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 12 7 31 -7 -2 9 -8 11 27 18 15 16 -14 -15 22 20 -20 25 -11 23 -16 -24 26 -1 -5 -28 -29 -21 -4 -32
right_child=1 -3 5 10 -6 6 8 -9 -10 21 -12 -13 13 14 17 -17 -18 -19 19 30 -22 -23 24 -25 -26 -27 28 29 -30 -31 32 -33 -34
leaf_value=0.0014766771649052739 0.0016708578323976636 0.0017862570591481905 0.00055450311319281366 0.0017188954548956953 0.00080973572131450521 0.0012749541902824075 0.00094644439823487125 0.0011429367379327409 0.0010530888676467628 0.0002574448585008132 0.0010156076422135078 0.001062265098695532 0.0020397059863788581 0.0014926066860713693 0.00090160790051690141 0.0015815565284117785 0.0019304893528086767 0.001639097482701134 0.001861698920980184 0.0012984307429284949 0.0019227396094241922 0.0006183679694393956 0.0015198276871557649 0.0013958754903000798 0.0012446851302012616 0.0014141584733445068 0.0018915363483729757 0.0015338345118270172 0.0016375692705069729 0.0012821799970396998 0.0016296783492691527 0.00026439618712824874 0.0014105870655741906
leaf_weight=55 56 81 58 52 84 57 67 78 65 53 69 62 55 54 53 80 85 103 60 68 90 107 395 239 116 57 102 88 83 82 91 53 78
leaf_count=55 56 81 58 52 84 57 67 78 65 53 69 62 55 54 53 80 85 103 60 68 90 107 395 239 116 57 102 88 83 82 91 53 78
internal_value=0 0.000956908 0.000857774 0.00151854 0.00115048 0.000718979 0.000815146 0.00136382 0.000725268 0.000631243 0.00131892 0.00139248 0.00155632 0.00150731 0.00147354 0.00176847 0.00176063 0.00142945 0.00164083 0.00154353 0.00171542 0.000499032 0.00140252 0.00130628 0.00145744 0.00165247 0.00170893 0.00148455 0.00177778 0.00141266 0.00146283 0.000416301 0.00152877
internal_weight=0 759 678 2217 218 460 349 134 292 227 353 284 1864 1180 1045 135 139 906 684 297 387 160 803 292 511 297 240 222 185 170 237 111 169
internal_count=2976 759 678 2217 218 460 349 134 292 227 353 284 1864 1180 1045 135 139 906 684 297 387 160 803 292 511 297 240 222 185 170 237 111 169
is_linear=0
shrinkage=0.0032998


Tree=3974
num_leaves=31
num_cat=0
split_feature=4 12 2 2 2 4 2 150 12 150 4 2 39 52 42 2 51 51 52 15 484 49 4 52 2 2 15 16 4 2
split_gain=58.0826 22.3789 8.00253 9.19638 6.33005 4.79759 4.15018 3.77188 3.31522 2.94495 1.90045 1.84976 1.42486 1.39094 1.26404 1.0728 1.11607 0.752964 0.750002 0.629825 0.607662 0.775082 0.605514 0.602404 0.438276 0.425179 0.424773 0.392991 0.205532 0.14189
threshold=0.31392000000000003 0.056995000000000011 0.10274500000000002 0.072175000000000017 0.12414000000000001 -0.0048949999999999992 0.13966500000000001 0.083435000000000023 0.09253500000000002 0.081245000000000026 -0.008454999999999999 0.092250000000000013 0.08955500000000001 -0.065394999999999995 -0.10868499999999999 0.087635000000000005 0.077730000000000007 -0.085489999999999997 0.10096500000000001 -0.44792999999999994 -0.016244999999999996 -0.062709999999999974 -0.084854999999999986 0.081010000000000013 0.087665000000000007 0.097695000000000018 -0.098839999999999983 0.035560000000000008 0.061835000000000008 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 -1 9 13 15 12 14 24 19 -4 -10 16 17 -3 22 -2 -17 -22 -16 -19 -5 -23 -12 -20 29 -28
right_child=6 4 7 11 -6 -7 -8 -9 10 -11 26 -13 -14 -15 18 20 -18 23 27 -21 21 25 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00010987770384706241 0.00073206605467275544 0.002460442648418324 0.00064574357758790963 0.0024131980535539643 0.0010038075131007787 0.0014529418270312511 -0.00027268157409113096 1.9472697146285012e-05 0.0024133914161644436 0.0012091090980494666 0.0018403139606590815 0.001599437764248626 -0.0001001613499687361 0.0012624918847999275 0.0021849442796218438 0.0022023076339062592 0.0026012999986071679 0.0020002059618844728 0.0018144327162086132 0.00026337163991335178 0.0015304845761760616 0.001910110412004546 0.0018686245285694382 0.0021991325597292984 0.0020029588386422169 0.0022276633399330795 0.0014590805955518309 0.0014577193291271974 0.0013462605357386801 0.0016915547100639918
leaf_weight=57 77 71 72 64 73 59 89 60 54 58 53 92 53 90 99 98 61 338 93 53 52 256 210 340 54 58 58 55 64 65
leaf_count=57 77 71 72 64 73 59 89 60 54 58 53 92 53 90 99 98 61 338 93 53 52 256 210 340 54 58 58 55 64 65
internal_value=0 0.0018043 0.00121035 0.00153951 0.00195942 0.000793292 0.000335997 0.000726832 0.00199385 0.000560924 0.0018196 0.00195154 0.000355296 0.000988599 0.00193366 0.00209654 0.00216945 0.00213423 0.0018769 0.000541254 0.0019692 0.00190669 0.00197008 0.00210001 0.00222576 0.00196888 0.00157659 0.00168211 0.00150165 0.00158222
internal_weight=0 2646 548 326 2098 116 330 222 2025 241 751 210 183 162 511 1274 810 749 457 130 464 366 309 678 118 314 240 148 187 123
internal_count=2976 2646 548 326 2098 116 330 222 2025 241 751 210 183 162 511 1274 810 749 457 130 464 366 309 678 118 314 240 148 187 123
is_linear=0
shrinkage=0.0032998


Tree=3975
num_leaves=27
num_cat=0
split_feature=4 2 39 0 4 2 2 2 0 15 4 0 150 0 52 4 42 52 0 15 0 401 4 42 2 483
split_gain=14.9033 5.01841 3.57299 1.59342 2.19451 1.19033 1.10472 0.807347 0.75477 1.12095 1.02522 2.619 0.926034 0.943684 0.734279 0.733639 0.552263 0.473406 0.378033 0.432154 0.407967 0.291801 0.273253 0.38133 0.217296 0.173087
threshold=0.27998000000000006 0.10859000000000001 0.0039300000000000003 -0.076734999999999984 0.05864500000000001 0.14019000000000004 -0.007134999999999999 0.14290000000000003 -0.085349999999999995 -0.056634999999999991 -0.17568999999999999 -0.063204999999999983 0.082085000000000019 -0.13165999999999997 -0.14198999999999998 0.0033150000000000007 0.090295000000000014 0.14873500000000003 -0.090614999999999987 0.089395000000000016 -0.08645499999999999 0.11061500000000002 0.04105000000000001 0.079890000000000017 0.11504500000000002 0.084885000000000016
decision_type=2 2 2 2 2 2 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 16 -4 22 9 12 14 15 13 -1 -10 21 24 18 19 -11 -20 -12 23 -5 -2 -15
right_child=5 3 6 7 -6 -7 -8 -9 10 17 11 -13 -14 25 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0018295878262714498 0.00088345981097267873 0.00026658016117479577 0.00048956515445613676 0.0011503711221874805 0.0011596600798459023 0.00021673398728733469 0.0010793410584788437 0.00077114097403404908 0.0012946991369771807 0.0018777584294874324 0.0013620648685448117 0.00071533834338614432 0.00099199112420981063 0.0013049723249502106 0.0017828442194168269 0.0010097385932685357 0.00042348059674674463 0.0012856214680852284 0.0014289748301022519 0.001525181874031536 0.0017116198770033271 0.0016140168062148952 0.0010058867907224928 0.0015063346166098294 0.00063805899415071677 0.0014934993797391285
leaf_weight=52 91 71 53 94 52 87 101 63 54 104 830 76 67 246 92 64 70 52 147 62 93 55 58 52 72 72
leaf_count=52 91 71 53 94 52 87 101 63 54 104 830 76 67 246 92 64 70 52 147 62 93 55 58 52 72 72
internal_value=0 0.0013014 0.00136209 0.00095588 0.000644429 0.000546688 0.000876595 0.00109923 0.00139826 0.00147082 0.00134277 0.00130574 0.00135072 0.00141558 0.00160254 0.00135298 0.000669739 0.00158533 0.00162363 0.00174629 0.00153865 0.00137776 0.00120037 0.00127739 0.000775278 0.00134777
internal_weight=0 2610 2220 390 123 320 154 267 2066 895 1171 1025 437 370 146 949 233 458 406 166 240 885 204 146 163 318
internal_count=2930 2610 2220 390 123 320 154 267 2066 895 1171 1025 437 370 146 949 233 458 406 166 240 885 204 146 163 318
is_linear=0
shrinkage=0.0032998


Tree=3976
num_leaves=27
num_cat=0
split_feature=4 1 155 1 2 47 16 0 14 16 52 2 16 16 52 4 1456 0 0 1446 16 52 16 0 2 4
split_gain=45.9973 13.3843 4.07855 3.4202 3.37559 2.31487 1.9527 1.7862 1.72219 1.4707 1.44029 1.54253 1.14224 1.34442 1.13594 1.01273 0.851218 0.875893 0.787726 0.737844 1.25157 0.726868 0.585855 0.499409 0.455925 0.361257
threshold=0.27998000000000006 0.10264000000000002 0.10022500000000002 0.12895500000000001 0.10836000000000003 0.091930000000000012 -0.061714999999999992 -0.086064999999999989 0.064610000000000015 -0.47730499999999992 0.008405000000000001 0.092385000000000009 -0.0087049999999999992 0.4028000000000001 -0.060344999999999996 -0.082199999999999981 0.083690000000000014 -0.066734999999999975 -0.068669999999999995 0.037915000000000011 -0.06533499999999999 -0.011499999999999998 -0.075724999999999987 -0.085994999999999974 0.11523000000000001 -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 2 2
left_child=1 4 5 24 8 6 -3 -8 10 -5 11 16 -6 -14 25 22 17 -1 -7 20 -17 -18 23 -12 -2 -13
right_child=3 2 -4 9 12 18 7 -9 -10 -11 15 14 13 -15 -16 19 21 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0022278351224972823 0.0013076999942094876 0.0016278141265859492 0.0023476751226695135 0.0008492960425060058 0.0021360160723292686 0.002065513062390258 0.00051958854801385334 0.0012934465642349823 0.0027197884688239639 0.00017124330395606709 0.0026816001714916877 0.0022782775962856662 0.0012473094143608599 0.0019181284886928905 0.0016489839434915634 0.0023337555630137466 0.002749643149252599 0.0017807478545504209 0.0015173322073480109 0.0026088237977871073 0.0019395403746490661 0.0022201768422050487 0.0028077215503404611 0.0023299094681776249 0.00096456021688437075 0.0019145918519000388
leaf_weight=718 78 81 62 57 94 60 55 80 91 90 66 76 53 86 93 325 62 52 56 64 122 54 63 145 95 52
leaf_count=718 78 81 62 57 94 60 55 80 91 90 66 76 53 86 93 325 62 52 56 64 122 54 63 145 95 52
internal_value=0 0.0021306 0.0015699 0.000804879 0.00223028 0.00142454 0.00122211 0.000978432 0.0022745 0.000434401 0.00225307 0.002176 0.00185374 0.0016626 0.00192821 0.00236171 0.00223776 0.00219769 0.00180118 0.00227423 0.00222624 0.00250347 0.00252474 0.00244008 0.00111947 0.00213081
internal_weight=0 2610 394 320 2216 332 216 135 1983 147 1892 1107 233 139 221 785 886 770 116 511 447 116 274 211 173 128
internal_count=2930 2610 394 320 2216 332 216 135 1983 147 1892 1107 233 139 221 785 886 770 116 511 447 116 274 211 173 128
is_linear=0
shrinkage=0.0032998


Tree=3977
num_leaves=24
num_cat=0
split_feature=2 2 2 14 0 2 0 0 42 0 1210 0 42 49 159 2 133 0 51 2 42 49 155
split_gain=13.2101 6.06017 3.132 2.48952 1.92951 1.75314 2.30436 1.37923 1.00802 0.939968 0.967084 0.996884 0.883914 0.876334 0.60011 0.581273 0.480039 0.580797 0.386197 0.383138 0.285707 0.283471 0.175406
threshold=0.11183000000000003 -1.0000000180025095e-35 0.14132000000000003 0.064610000000000015 -0.068669999999999995 0.099845000000000003 -0.13955999999999996 -0.074904999999999985 0.090175000000000019 -0.0058249999999999994 -0.08211499999999998 -0.076384999999999995 0.095935000000000006 0.036605000000000006 0.10960000000000002 -0.13746499999999998 -0.026119999999999994 -0.049024999999999992 -0.073259999999999978 0.16730000000000003 -0.04034999999999999 -0.042254999999999994 0.083290000000000017
decision_type=2 2 2 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 5 -1 9 -7 13 20 10 -3 14 19 21 -12 -6 -9 -18 -13 -4 -8 -2 -22
right_child=2 3 12 -5 15 6 8 16 -10 -11 11 18 -14 -15 -16 -17 17 -19 -20 -21 22 -23 -24
leaf_value=0.0012000352748574082 0.00078792053635231326 0.0017889758162254654 0.00047378574814632159 0.0020007873694198432 0.00081005544900289125 0.00064149781943259512 0.0012747453128166158 0.00092799047725774164 0.00096462155941692341 0.001844291341764724 0.0014912311557201605 0.0010527452475718234 0.00076765577948695405 0.0011311362988219455 0.0011269451633027388 0.0003242899829805887 0.0011272388308539989 0.001571150619607464 0.0013351074170874742 7.419431776092688e-05 0.0016604969146155793 0.00045649728614463662 0.0014047367489052407
leaf_weight=100 57 93 52 89 53 63 59 52 57 73 1317 75 63 55 52 55 82 54 191 53 76 57 52
leaf_count=100 57 93 52 89 53 63 59 52 57 73 1317 75 63 55 52 55 82 54 191 53 76 57 52
internal_value=0 0.0014082 0.000830265 0.00145919 0.000869437 0.0014363 0.00120519 0.00100519 0.00135059 0.00147568 0.00146009 0.00144136 0.000458345 0.000788253 0.00147742 0.000563001 0.00120001 0.00130376 0.00125563 0.000272423 0.00146805 0.000622518 0.00155687
internal_weight=0 2405 525 2197 208 2108 307 357 244 1801 1728 1635 168 169 1369 108 188 136 266 105 187 114 128
internal_count=2930 2405 525 2197 208 2108 307 357 244 1801 1728 1635 168 169 1369 108 188 136 266 105 187 114 128
is_linear=0
shrinkage=0.0032998


Tree=3978
num_leaves=22
num_cat=0
split_feature=4 0 3 3 49 2 48 131 158 2 48 3 49 11 481 3 49 3 2 4 2
split_gain=1.07127 0.849123 1.16969 0.583503 0.580962 0.515256 0.503455 0.444768 0.435132 0.425039 0.361717 0.354788 0.842544 0.40894 0.328952 0.327687 0.376018 0.252734 0.262722 0.168895 0.0490707
threshold=0.024470000000000002 -0.10594499999999998 0.11745500000000002 0.0098450000000000013 -0.021474999999999998 -1.0000000180025095e-35 -0.083779999999999979 0.11871500000000001 0.08962500000000001 0.10257000000000001 0.11362000000000001 -0.026279999999999998 -0.073139999999999983 0.08235000000000002 -1.0000000180025095e-35 -0.14186499999999996 0.11756500000000002 -0.08095999999999999 0.088820000000000024 -0.016894999999999997 0.12665000000000001
decision_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 4 15 -2 19 -7 8 10 -6 11 13 -13 -8 -10 -3 17 -17 -19 -1 -20
right_child=1 3 -4 -5 9 6 7 -9 14 -11 -12 12 -14 -15 -16 16 -18 18 20 -21 -22
leaf_value=-0.0034240557982432966 0.0090607911173476233 -0.0063636892593911393 -0.00097170611468851413 -0.013195976792738831 0.037841070492250786 0.031262384649753276 0.015989436589996707 0.00036762233627345679 0.035261127303398011 0.018733296787490333 0.027838830133479559 0.024791401650605754 0.0023736048429359425 0.0036777845413660235 0.017431222632847975 0.019309271065447949 -0.0057260426462577424 0.013455280532480239 -0.0014307481973338553 0.010122637467233953 0.0054539493390203019
leaf_weight=52 68 59 94 56 66 56 1471 57 53 67 59 65 177 81 67 61 53 98 65 52 53
leaf_count=52 68 59 94 56 66 56 1471 57 53 67 59 65 177 81 67 61 53 98 65 52 53
internal_value=0 0.00750279 0.0145059 0.00285627 0.0217531 0.0149148 0.0154915 0.0150555 0.0154789 0.0282289 0.0148406 0.0144121 0.00840234 0.015348 0.0253211 0.00517175 0.00723959 0.00972686 0.0070124 0.00333202 0.00164631
internal_weight=0 740 295 445 201 2190 2086 2030 1973 133 1853 1794 242 1552 120 389 330 277 216 104 118
internal_count=2930 740 295 445 201 2190 2086 2030 1973 133 1853 1794 242 1552 120 389 330 277 216 104 118
is_linear=0
shrinkage=0.16829


Tree=3979
num_leaves=28
num_cat=0
split_feature=160 4 16 3 12 16 133 42 16 3 16 43 160 16 0 3 0 16 3 0 457 4 16 16 16 43 0
split_gain=1.03182 0.695114 0.97279 1.37769 0.416066 0.633749 0.598983 1.05852 0.400907 0.7163 0.38866 0.534379 0.350938 0.357612 0.554018 0.370915 0.809801 0.756848 0.391049 0.371213 0.367268 0.4512 0.426771 1.28333 0.718975 0.286186 0.0887345
threshold=-0.54243999999999992 0.028075000000000006 -0.11082499999999999 0.040040000000000006 0.092900000000000024 -0.45743999999999996 -1.0000000180025095e-35 0.086745000000000003 -0.46591499999999991 0.110335 0.51381500000000013 -0.0092149999999999992 -0.50721999999999989 -0.011849999999999998 -0.051394999999999989 -0.069909999999999986 -0.11214999999999999 -0.085134999999999975 -0.076969999999999997 -0.085349999999999995 -0.084709999999999994 -0.0048949999999999992 1.0000000180025095e-35 -0.0050499999999999989 0.054560000000000004 -0.078949999999999979 -0.085424999999999987
decision_type=2 2 2 2 2 2 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 10 6 -6 -3 8 9 -8 11 -4 -2 14 15 18 17 -17 19 -14 -15 22 23 -22 -24 -9 -23
right_child=1 2 3 -5 5 -7 7 25 -10 -11 -12 -13 13 20 -16 16 -18 -19 -20 -21 21 26 24 -25 -26 -27 -28
leaf_value=0.029243432726207212 -0.0017832980387964368 -0.00044344862364377994 -0.009047279622052656 -0.025651536211652035 0.014419997292084158 -0.011850853706661928 0.03322376907704562 0.012616915598512825 0.037216335409256805 0.0061379111740728068 0.014493538191226242 0.011454327791786501 0.017888697493498931 0.020578264259429612 0.030773629132357452 0.0034010588484126255 -0.0051417483671978587 0.03068984226819179 0.026672102990573342 0.010761599734975652 0.0093183576842510111 0.02385074699858131 0.021890910726564024 -0.021492196373431499 0.0062858656408738096 -0.0046146503404774072 0.013887502021795046
leaf_weight=84 52 70 90 56 52 52 55 55 55 56 68 60 356 79 54 62 90 54 72 500 126 52 105 55 414 54 52
leaf_count=84 52 70 90 56 52 52 55 55 55 56 68 60 356 79 54 62 90 54 72 500 126 52 105 55 414 54 52
internal_value=0 0.0103058 0.00579405 -0.00210264 0.010617 0.0012673 0.0134302 0.0169682 0.0254309 0.019575 0.00393837 -0.000834659 0.0118414 0.0121844 0.0140942 0.0132983 0.00682214 0.0161199 0.014734 0.0137278 0.0096129 0.00853323 0.00699248 -3.40399e-05 0.00944642 0.00406369 0.0188864
internal_weight=0 2846 723 274 449 104 345 275 166 111 218 150 2123 2071 1188 1134 206 116 928 856 883 804 700 181 519 109 104
internal_count=2930 2846 723 274 449 104 345 275 166 111 218 150 2123 2071 1188 1134 206 116 928 856 883 804 700 181 519 109 104
is_linear=0
shrinkage=0.16829


Tree=3980
num_leaves=22
num_cat=0
split_feature=11 12 151 42 2 0 1429 2 48 158 12 0 2 2 160 48 2 2 2 0 0
split_gain=0.71863 0.787539 0.770901 0.66747 0.493733 0.96339 0.487174 0.706428 0.398111 0.417414 0.376736 0.361822 0.496597 0.564018 0.475256 0.418151 0.258044 0.388751 0.214643 0.194436 0.184055
threshold=0.080455000000000013 0.093455000000000024 0.053170000000000002 0.079335000000000003 0.10523 0.035525000000000008 0.084845000000000018 -0.10238999999999998 0.087550000000000017 -0.4087349999999999 0.084065000000000015 -0.074679999999999983 0.14870000000000003 0.13501500000000002 -0.082339999999999983 0.087035000000000015 0.095465000000000008 0.085955000000000018 0.10656 -0.06537999999999998 -0.13409999999999997
decision_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 6 11 7 -1 9 -9 -11 14 13 19 -6 20 17 -10 -3 -13 -16
right_child=1 18 3 -5 5 -7 -8 8 16 10 -12 12 -14 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=-0.0086530972537427284 0.033902648588694295 0.0032995058864518901 -0.016085378241705247 0.0080473411531591793 0.014720186945878868 -0.01710702328874068 -0.001364817450213313 -0.0014002833354309111 0.01146613565824452 0.01707765861367307 0.011011790677387188 0.0051831896359549002 0.025194951104585556 -0.0077414806638343913 -0.015831050356482704 0.0084289527976272299 0.014076210673055242 -0.0053976441592513977 0.01815173070453692 0.017121389606405836 -0.0021428725604165119
leaf_weight=53 65 57 68 62 59 54 103 64 62 380 1246 67 54 54 55 61 57 103 54 93 57
leaf_count=53 65 57 68 62 59 54 103 64 62 380 1246 67 54 54 55 61 57 103 54 93 57
internal_value=0 0.0191792 0.00807845 -0.00456211 0.00870586 0.00423841 0.00990178 0.0104933 0.0110249 0.0119057 0.0124305 0.00654731 0.0107606 0.00710992 0.00167245 -0.00276697 0.0043121 0.000928161 0.0105411 0.0121335 -0.00888079
internal_weight=0 176 2752 130 2622 554 2068 1965 1912 1690 1626 500 268 214 232 173 222 165 111 160 112
internal_count=2928 176 2752 130 2622 554 2068 1965 1912 1690 1626 500 268 214 232 173 222 165 111 160 112
is_linear=0
shrinkage=0.16829


Tree=3981
num_leaves=27
num_cat=0
split_feature=1 1 40 3 2 2 1 147 2 2 14 2 150 2 1 475 47 2 43 2 3 131 157 1 133 43
split_gain=50.6557 11.1305 4.52172 4.33525 3.63778 3.1457 2.72715 1.53027 1.45282 1.39202 1.21833 1.03273 0.780561 1.38995 0.698019 1.21989 0.983546 0.881732 0.848203 0.665268 0.493505 0.46654 0.442364 1.03926 0.346397 0.412162
threshold=0.10575500000000002 0.13074500000000003 -0.034699999999999988 -0.049204999999999992 0.16730000000000003 0.099185000000000009 0.092845000000000025 0.087170000000000011 -1.0000000180025095e-35 0.10656 0.056865000000000006 0.123795 0.084800000000000014 0.11543500000000002 0.080320000000000016 -0.080379999999999993 0.077735000000000012 0.08895500000000002 -0.085784999999999986 0.13775000000000001 -0.085674999999999987 0.090675000000000019 0.0082750000000000011 0.09518500000000002 -1.0000000180025095e-35 -0.075374999999999984
decision_type=2 2 2 2 2 2 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 9 8 7 -1 10 -3 21 14 22 13 -5 17 -16 -17 18 -4 -10 -19 -2 23 24 -7 -26
right_child=1 4 5 12 -6 11 -8 -9 19 -11 -12 -13 -14 -15 15 16 -18 20 -20 -21 -22 -23 -24 -25 25 -27
leaf_value=0.0023490309117378786 0.00255175265355672 0.00068887565722621565 0.0024810555174809381 0.0018584549309783724 9.7734382717663438e-05 0.0025594744962548553 0.0013641338790946155 0.002061550044325869 0.0015792625883796999 0.0017580020904891512 0.0030005228577645498 0.0018690426112479086 0.0011198920559163101 0.0012118514164811234 0.0020301657052519311 0.0024522690896592448 0.0028375259874394909 0.0026787099893487484 0.002760946932566918 0.0010680582366906373 0.0024301561957393481 0.0021238077656518819 0.0026105509123576943 0.001866931207324805 0.0024216768112075128 0.002084240819532433
leaf_weight=62 61 67 157 80 54 75 61 62 52 70 77 65 62 67 61 362 92 127 515 61 307 54 52 56 100 69
leaf_count=62 61 67 157 80 54 75 61 62 52 70 77 65 62 67 61 362 92 127 515 61 307 54 52 56 100 69
internal_value=0 0.00141995 0.00247751 0.00175859 0.000849621 0.00251234 0.00186087 0.00257353 0.00107499 0.00212688 0.00259221 0.00225396 0.00143241 0.00156398 0.00257279 0.00247123 0.00253042 0.00262005 0.00269561 0.00130361 0.00250297 0.00235111 0.00232494 0.00227532 0.0023689 0.00228412
internal_weight=0 628 2300 394 234 2177 123 1760 180 185 1698 417 209 147 1621 515 454 1106 672 113 434 115 352 300 244 169
internal_count=2928 628 2300 394 234 2177 123 1760 180 185 1698 417 209 147 1621 515 454 1106 672 113 434 115 352 300 244 169
is_linear=0
shrinkage=0.0032998


Tree=3982
num_leaves=24
num_cat=0
split_feature=12 15 12 150 15 150 123 12 11 0 12 159 49 51 159 50 12 43 1213 12 42 43 0
split_gain=36.843 10.0775 7.54549 5.42501 3.3746 2.85009 2.34753 2.07521 1.81291 2.19028 1.6166 1.58172 1.21921 1.18696 0.770961 0.758784 0.713995 0.721216 0.5492 0.512853 0.509025 0.51495 0.46881
threshold=0.056995000000000011 -0.23982999999999996 0.13936000000000001 0.095565000000000011 -0.23058999999999999 -0.029954999999999999 0.081180000000000016 0.093125000000000013 1.0000000180025095e-35 -0.10726999999999999 -0.041014999999999989 0.087060000000000012 -0.010069999999999997 0.080840000000000009 0.085345000000000018 -0.041284999999999995 0.090335000000000013 -0.082204999999999986 0.036805000000000011 -0.067899999999999988 -0.087244999999999975 -0.11248999999999999 -0.06612999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 5 -2 -3 13 8 9 -6 11 -1 -9 14 19 -14 18 -18 -11 -7 -17 -22 -8
right_child=2 3 -4 -5 7 6 22 12 -10 16 -12 -13 15 -15 -16 20 17 -19 -20 -21 21 -23 -24
leaf_value=-0.00017402776528767841 0.00098262791125231408 0.00066342164663675909 0.00068828469800139784 0.00043024567234648702 0.0012887304618817493 0.0020463442477892785 0.001186866275912317 0.0012029087844164172 0.0023667224263079533 0.0019206296627474523 0.00077095098882447441 0.00055326848913016746 0.0013917659716703645 0.0011922377852377505 0.0013214713967339151 0.0019926821414734948 0.0014512458463965996 0.001866340781728206 0.0021550012249041276 0.0016537427991451222 0.0014430788763551286 0.0017655394567123721 0.00075588763322734145
leaf_weight=87 52 67 67 94 65 53 60 52 90 815 54 52 66 78 55 94 66 155 129 123 63 439 52
leaf_count=87 52 67 67 94 65 53 60 52 90 815 54 52 66 78 55 94 66 155 129 123 63 439 52
internal_value=0 0.000939994 0.00177914 0.0011567 0.00181416 0.00129656 0.00139724 0.0018354 0.00191312 0.0018799 0.000286326 9.78009e-05 0.00169166 0.00154579 0.00166501 0.00173 0.00191286 0.00174254 0.00195269 0.00177217 0.0017674 0.00172514 0.000987084
internal_weight=0 775 2153 582 2086 488 421 2034 1320 1230 193 139 714 309 231 662 1165 221 944 176 596 502 112
internal_count=2928 775 2153 582 2086 488 421 2034 1320 1230 193 139 714 309 231 662 1165 221 944 176 596 502 112
is_linear=0
shrinkage=0.0032998


Tree=3983
num_leaves=21
num_cat=0
split_feature=4 3 13 1 12 1 3 15 48 47 1 34 1 12 1 4 3 52 15 132
split_gain=1.04201 1.05093 1.1021 0.699034 1.01 0.621555 0.716802 0.77553 0.763867 0.540371 0.735771 0.45111 0.631118 0.382621 1.07255 1.04238 0.502423 0.295433 0.431114 0.551435
threshold=-0.033649999999999992 -0.16100499999999998 -0.13226499999999999 0.15028500000000003 -0.14392999999999997 0.12000500000000001 0.09722500000000002 -0.088819999999999982 0.10697500000000001 0.087850000000000025 0.13385500000000003 -0.016844999999999995 0.080545000000000019 0.083865000000000009 0.077375000000000013 -0.10701499999999999 0.083395000000000011 0.31428500000000009 0.10356000000000001 0.0038750000000000004
decision_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 -2 6 8 -8 11 10 -7 -6 -13 14 -4 -15 -16 18 19 -17
right_child=3 2 13 -5 5 9 7 -9 -10 -11 -12 12 -14 15 16 17 -18 -19 -20 -21
leaf_value=0.030050786653342754 0.030642903629620834 -0.0084671728148675903 0.038308810609315555 -0.012019789615906816 0.02363924588340471 -0.021016923230014296 0.0096416186455008605 -0.019274258169940328 0.026757380014054675 0.012426836506854106 0.0032624932366120177 0.010763631508599127 0.0020336991637620841 -0.009451161717391382 -0.00085606330910625915 0.011625113683254194 0.019919282977692021 0.0033265653552217154 0.025346445094756108 0.027737775325948
leaf_weight=101 53 69 63 52 53 62 52 53 69 55 82 669 362 60 54 703 84 76 90 66
leaf_count=101 53 69 63 52 53 62 52 53 69 55 82 669 362 60 54 703 84 76 90 66
internal_value=0 0.0135189 0.0121975 0.00715123 0.00781261 0.0069809 0.00836361 -0.0049369 0.00957641 -0.00175103 -0.00717867 0.00848113 0.00770016 0.0133912 0.0201017 0.0120338 0.0117768 0.0134145 0.0143049 0.0130103
internal_weight=0 1366 1265 1562 1510 1457 1258 105 1153 199 144 1084 1031 1196 201 995 138 935 859 769
internal_count=2928 1366 1265 1562 1510 1457 1258 105 1153 199 144 1084 1031 1196 201 995 138 935 859 769
is_linear=0
shrinkage=0.16829


Tree=3984
num_leaves=18
num_cat=0
split_feature=4 3 123 2 3 11 2 457 123 2 3 150 3 157 1211 3 4
split_gain=17.9307 6.49396 4.05203 2.76391 1.83222 1.65867 1.54162 2.50221 1.12201 0.743518 0.539015 0.523308 0.502872 0.493429 0.327006 0.30151 0.206805
threshold=0.31392000000000003 0.28833000000000003 0.081180000000000016 0.14132000000000003 0.31395500000000004 1.0000000180025095e-35 0.089795000000000014 0.08351500000000002 0.086020000000000013 0.078775000000000012 -0.015169999999999998 1.0000000180025095e-35 -0.10859999999999999 -0.061169999999999995 0.076895000000000019 -0.15963499999999997 0.50609000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 6 9 12 11 13 -4 16 -8 -1 -11 -7 -2
right_child=4 -3 10 -5 -6 15 7 -9 -10 14 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.001187699180233694 0.0005974022070822948 0.00042157757187666047 0.00064347115899980611 0.00080513994067586453 6.3757249259560251e-05 0.0019654112263693844 0.0011111637904508329 0.00074151890941290396 0.00039724169310622552 0.0016020394139890323 0.001073802618893598 0.00114683392965243 0.0014505086052863532 0.0014984698960559745 0.0018675624268049186 0.0016758672941170629 0.00087362607249892035
leaf_weight=64 55 67 53 62 57 89 52 63 81 753 81 52 704 497 56 75 67
leaf_count=64 55 67 53 62 57 89 52 63 81 753 81 52 704 497 56 75 67
internal_value=0 0.00143639 0.00146305 0.00149407 0.000599286 0.00151221 0.00148814 0.00137451 0.000718854 0.00155604 0.00090386 0.000868367 0.00142721 0.00146308 0.00162046 0.00183321 0.000749388
internal_weight=0 2616 2549 2415 312 2353 2189 819 255 1370 134 174 756 561 809 164 122
internal_count=2928 2616 2549 2415 312 2353 2189 819 255 1370 134 174 756 561 809 164 122
is_linear=0
shrinkage=0.0032998


Tree=3985
num_leaves=24
num_cat=0
split_feature=1 123 13 15 123 1 52 447 1 157 43 15 41 1447 13 15 16 43 13 15 13 402 15
split_gain=17.5493 4.21919 3.86329 1.65122 1.47323 1.19323 1.0117 0.978092 0.901139 0.714322 0.937668 0.822734 1.15562 1.06809 0.756143 0.584112 0.705018 0.376657 0.361238 0.358227 0.343745 0.327178 0.0931191
threshold=0.10557500000000002 0.084845000000000018 -0.10939499999999998 -0.08237499999999999 1.0000000180025095e-35 0.12829500000000002 -1.0000000180025095e-35 0.085135000000000016 0.12257000000000003 -0.082339999999999983 -0.0023399999999999996 0.043560000000000008 0.076195000000000013 -0.072539999999999979 -0.057284999999999996 0.10028500000000001 -0.0092499999999999978 -0.007069999999999999 -0.079199999999999979 -0.025879999999999997 -0.077274999999999996 0.11336500000000001 0.1208
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 8 7 -2 17 9 -4 10 19 12 13 -11 -15 16 21 -5 -3 -1 -17 -13 -22
right_child=1 18 3 6 -6 -7 -8 -9 -10 11 -12 15 -14 14 -16 20 -18 -19 -20 -21 22 -23 -24
leaf_value=0.001461650060394798 0.0009475801398730417 0.00060332866838965708 0.0012195713527144931 0.0014755514327946498 0.0011387984497037444 0.00030944228541222532 0.0011920220567529331 0.0011802099031432462 0.00070112497996166533 0.0019378354722514222 0.0021319761804119456 0.0016217653026921199 0.00106437492171524 0.0016036171152830701 0.0013976376590206052 0.0016249220090075274 0.0020012181084998379 0.001864248242674008 0.00025320066758814538 0.0017805389640790181 0.0012625768835995803 0.0018538048051884384 0.0014606275987950783
leaf_weight=71 57 58 83 59 87 73 93 66 66 65 58 676 63 375 413 96 67 53 73 89 62 76 52
leaf_count=71 57 58 83 59 87 73 93 66 66 65 58 676 63 375 413 96 67 53 73 89 62 76 52
internal_value=0 0.000934275 0.00107651 0.00125526 0.00156151 0.000589512 0.00144776 0.001578 0.00099016 0.00159012 0.00177051 0.00156988 0.00149749 0.00152944 0.00149571 0.00163429 0.00167443 0.0016598 0.000408488 0.00163925 0.0014776 0.00164526 0.00135322
internal_weight=0 615 484 354 2316 130 205 2229 149 2163 218 1945 916 853 788 1029 819 112 131 160 210 752 114
internal_count=2931 615 484 354 2316 130 205 2229 149 2163 218 1945 916 853 788 1029 819 112 131 160 210 752 114
is_linear=0
shrinkage=0.0032998


Tree=3986
num_leaves=13
num_cat=0
split_feature=123 8 13 16 13 150 14 402 403 14 151 12
split_gain=0.805179 0.360811 0.377491 0.84696 1.20118 0.584122 0.767381 0.3741 0.461641 0.377834 0.448091 0.343078
threshold=0.088305000000000008 0.079700000000000007 -0.10939499999999998 0.031255000000000005 -0.18997999999999995 0.11398500000000002 0.077140000000000014 0.11288500000000001 0.26430000000000003 -0.13131999999999996 -0.22379999999999997 -0.081654999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 9 -9 -4 -11 -2
right_child=11 -3 5 -5 -6 -7 -8 8 -10 10 -12 -13
leaf_value=0.011370611500952772 0.0063377758888188878 0.024917295394068884 0.022553624452579444 0.022290645718396635 -0.017508902207533379 0.025219891088956364 0.029659998839678781 0.031500280929387843 0.010311321788478647 -0.0048104254674605634 0.0099154605382073234 -0.010753571150035944
leaf_weight=88 65 52 65 54 76 83 60 52 67 60 2141 68
leaf_count=88 65 52 65 54 76 83 60 52 67 60 2141 68
internal_value=0 0.0110036 0.0107395 0.00400749 -0.00200162 0.0113193 0.0108467 0.0103727 0.0195855 0.00988807 0.00951321 -0.00238715
internal_weight=0 2798 2746 218 164 2528 2445 2385 119 2266 2201 133
internal_count=2931 2798 2746 218 164 2528 2445 2385 119 2266 2201 133
is_linear=0
shrinkage=0.16829


Tree=3987
num_leaves=16
num_cat=0
split_feature=123 149 13 3 1446 133 41 13 133 48 39 1212 15 15 3
split_gain=0.559581 0.465091 0.405415 0.523835 0.383239 0.420041 0.527701 0.644133 0.7602 0.771515 0.501842 0.314641 0.258777 0.183416 0.1613
threshold=0.085360000000000005 0.078645000000000007 -0.0073349999999999986 -0.0066499999999999988 0.10392000000000001 -0.14785999999999996 0.085175000000000015 -0.092844999999999997 0.083000000000000018 0.08035500000000001 0.10096000000000001 0.058905000000000006 0.090310000000000015 0.079600000000000018 -0.06656999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 12 7 8 9 -7 11 -9 13 14 -1
right_child=2 -3 -4 -5 -6 6 -8 10 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.0087014619504496848 0.017583217908116094 0.023431825987911825 -0.013012676942690355 -0.0045070438455514861 -0.0032835116968593734 -0.013630379161654974 0.023268310122104421 0.01032416793628105 0.017859245314996906 0.0085378105953125005 -0.0063507713560609054 0.0040257713307390725 0.0063849564049846966 0.025604316628151113 0.021282310457453199
leaf_weight=61 52 64 52 73 71 116 67 1743 52 72 58 259 63 72 56
leaf_count=61 52 64 52 73 71 116 67 1743 52 72 58 259 63 72 56
internal_value=0 0.00923611 -0.000516079 0.00466813 0.0088977 0.00922862 0.00853156 0.00810149 -0.000142198 -0.00513088 0.00906279 0.00951024 0.0157689 0.0188873 0.0147384
internal_weight=0 2754 177 125 2690 2619 2367 2300 240 188 2060 2002 252 189 117
internal_count=2931 2754 177 125 2690 2619 2367 2300 240 188 2060 2002 252 189 117
is_linear=0
shrinkage=0.16829


Tree=3988
num_leaves=17
num_cat=0
split_feature=49 1 10 3 403 14 52 4 4 48 0 0 456 484 50 133
split_gain=0.476008 0.529006 0.607217 0.414418 0.783998 0.579312 0.595443 0.628413 0.467215 0.557335 0.601108 0.476453 0.414105 0.534726 0.437667 0.218713
threshold=-0.23648999999999995 0.15390500000000004 -0.084119999999999986 -0.10690999999999999 -0.015149999999999999 0.056865000000000006 -0.24841999999999997 0.043640000000000005 -0.0034749999999999994 0.10255000000000002 -0.23043999999999995 -0.14867499999999997 0.08728000000000001 -0.081534999999999982 0.11875500000000001 0.08265500000000002
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 -6 -8 12 10 -10 -12 13 15 -15 -5
right_child=1 -3 3 8 5 -7 7 -9 9 -11 11 -13 -14 14 -16 -17
leaf_value=0.023010386528739209 0.022477404114024293 -0.0099054676923490195 -0.016444423570740111 0.004401409218192486 0.014190231322662693 0.019874964026367882 -0.012091874125988694 0.0091218621358758901 0.022335427841331405 -0.0082084897726899964 -0.0097030917998224865 0.0058775199458605005 0.020156511394028756 0.010230302813764429 -0.004113486284208402 -0.010131960333933361
leaf_weight=53 72 52 58 64 71 59 106 63 58 89 61 618 94 1296 63 54
leaf_count=53 72 52 58 64 71 59 106 63 58 89 61 618 94 1296 63 54
internal_value=0 0.00690003 0.0072099 0.0068101 0.0014546 0.00493266 0.00125185 -0.00417316 0.00760697 0.00436262 0.00588314 0.00447514 0.00931165 0.00862024 0.00956404 -0.00223423
internal_weight=0 2878 2826 2754 357 299 240 169 2397 826 737 679 1571 1477 1359 118
internal_count=2931 2878 2826 2754 357 299 240 169 2397 826 737 679 1571 1477 1359 118
is_linear=0
shrinkage=0.16829


Tree=3989
num_leaves=15
num_cat=0
split_feature=49 1 9 3 12 15 16 52 3 49 4 16 155 41
split_gain=0.329141 0.366069 0.613394 0.488562 0.695208 0.792427 0.763832 0.648796 0.675728 0.478375 0.538112 0.343584 0.435109 0.356338
threshold=-0.23648999999999995 0.15390500000000004 0.037245000000000007 -0.10690999999999999 -0.14750499999999997 -0.40166999999999992 -0.4136149999999999 0.10611000000000001 -0.13392999999999997 0.15171000000000004 -0.35269999999999996 0.038245000000000008 0.11599000000000001 0.077300000000000021
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 11 10 -7 13 -13 -2
right_child=1 -3 -4 4 5 9 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=0.019137973420542315 0.009390780228062983 -0.0082384784901554566 0.019754048528101201 0.025659207228140895 0.00642546369220126 0.018823881025408641 -0.021742015211183231 -0.017694760790725617 -0.011712692087633841 -0.0084105963053484473 0.0064639705306165614 0.024151764692751734 0.0028205993694571806 -0.0094971418777098273
leaf_weight=53 62 52 89 52 53 105 56 52 70 58 2068 57 52 52
leaf_count=53 62 52 89 52 53 105 56 52 70 58 2068 57 52 52
internal_value=0 0.00573893 0.00599676 0.00554875 0.0064027 0.00597401 -0.00802942 -0.000366727 0.00270242 0.00665898 0.00706203 0.00723541 0.0139919 0.000759477
internal_weight=0 2878 2826 2737 2392 2340 109 345 293 2231 2173 223 109 114
internal_count=2931 2878 2826 2737 2392 2340 109 345 293 2231 2173 223 109 114
is_linear=0
shrinkage=0.16829


Tree=3990
num_leaves=26
num_cat=0
split_feature=1 1 12 10 0 12 147 4 4 0 49 0 0 1 42 12 4 43 42 475 40 16 43 15 1
split_gain=44.6232 11.2082 9.9154 3.23996 2.98715 2.74539 2.028 1.53531 1.45767 1.28815 1.24043 1.73793 1.71505 0.926945 0.757347 0.593405 0.654202 0.547505 1.21813 0.519954 0.447901 0.556559 0.370054 0.310335 0.244
threshold=0.10075500000000003 0.12646500000000002 0.086085000000000009 -0.063134999999999983 0.060910000000000006 -0.041014999999999989 0.086565000000000017 -0.036839999999999991 0.44128500000000004 -0.077614999999999976 -0.014479999999999998 -0.15445999999999996 -0.11471499999999998 0.11561500000000001 0.11929000000000002 0.056995000000000011 0.032770000000000001 -0.082024999999999987 -0.027559999999999998 -0.0095899999999999978 -0.081369999999999984 -0.11227499999999999 -0.043004999999999995 -0.032519999999999993 0.13831000000000002
decision_type=2 2 2 2 2 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 -3 6 24 9 -4 20 10 12 -12 -1 -9 17 -13 -17 18 -11 -19 -2 -22 -21 -14 -5
right_child=1 3 7 5 -6 -7 -8 13 -10 14 11 15 23 -15 -16 16 -18 19 -20 22 21 -23 -24 -25 -26
leaf_value=0.0017993987489646117 0.0015202633671723192 0.00030044646144192542 0.0026936981636529506 0.00095365302760832421 0.0018309414681689814 0.0015607167000308156 0.0018882522858380839 0.0023271457333365734 0.0018678580093170393 0.0024578462244549009 0.0030143033808488506 0.0022696399545819351 0.0026517720439158238 0.0017739149388228325 0.0019563562670209525 0.0025779216607507475 0.0023291799401455415 0.0027472235860987555 0.0018057656781869243 0.0025807507354353434 0.0014024529337676773 0.0010120366668643975 0.0023090833943488574 0.0023246022690193119 0.0006321767313279777
leaf_weight=58 57 62 79 52 86 98 66 88 55 78 87 91 64 54 53 1049 133 55 53 81 70 95 191 69 53
leaf_count=58 57 62 79 52 86 98 66 88 55 78 87 91 64 54 53 1049 133 55 53 81 70 95 191 69 53
internal_value=0 0.00150997 0.0018018 0.00096143 0.00243547 0.00116313 0.00245989 0.00232332 0.00138559 0.00247817 0.00252578 0.00256096 0.00227511 0.00211701 0.00233357 0.00252995 0.00254996 0.00237714 0.0021943 0.00245029 0.00126595 0.00117788 0.00239011 0.0024823 0.00079172
internal_weight=0 763 498 265 2214 203 2128 221 277 2062 1551 1360 191 142 511 1273 1182 458 131 327 222 165 272 133 105
internal_count=2977 763 498 265 2214 203 2128 221 277 2062 1551 1360 191 142 511 1273 1182 458 131 327 222 165 272 133 105
is_linear=0
shrinkage=0.0032998


Tree=3991
num_leaves=14
num_cat=0
split_feature=2 9 14 4 4 16 150 2 12 16 4 2 2
split_gain=0.931401 0.614633 0.593028 0.644049 0.955005 0.512408 0.493452 0.492573 0.475368 0.469217 0.361971 0.312149 0.202341
threshold=0.16993500000000003 -1.0000000180025095e-35 -0.13131999999999996 0.31392000000000003 0.50666500000000003 -0.43708999999999992 0.11890000000000002 0.12173500000000002 -0.086254999999999984 -0.54150999999999994 -0.39175499999999991 0.097845000000000015 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 5 9 12 8 -3 11 -5 -10 -7 -4
right_child=-2 2 3 4 -6 6 -8 -9 10 -11 -12 -13 -14
leaf_value=-0.0082393529529634253 -0.013924444079141602 0.03034159206201708 0.010964420655520727 -0.0021228301028049521 0.013631832815743121 0.0053003710361120646 -0.009668459091972224 0.0072320953167838683 0.01439101572379984 -0.023660739439511358 0.0062385742866026602 -0.012209713118798669 0.024836643181293864
leaf_weight=85 69 52 68 57 57 53 56 53 167 58 2085 63 54
leaf_count=85 69 52 68 57 57 53 56 53 167 58 2085 63 54
internal_value=0 0.00585136 0.00627627 0.0057959 -0.00416459 0.0064695 0.00593276 0.0186939 0.00630246 -0.0130011 0.00684393 -0.00419393 0.0171193
internal_weight=0 2908 2823 2718 172 2546 2424 105 2368 115 2252 116 122
internal_count=2977 2908 2823 2718 172 2546 2424 105 2368 115 2252 116 122
is_linear=0
shrinkage=0.16829


Tree=3992
num_leaves=19
num_cat=0
split_feature=49 15 48 1 457 3 1210 403 42 43 475 50 43 475 43 43 13 1
split_gain=0.751315 0.685759 0.656962 0.733308 0.57545 0.383933 0.39951 0.415865 0.320903 0.401014 0.288682 0.339791 0.348441 0.345989 0.309655 0.761776 0.394275 0.275471
threshold=-0.014989999999999998 -0.094839999999999994 0.095090000000000022 0.10749500000000002 -0.080779999999999991 0.3148450000000001 -0.080804999999999974 -0.088579999999999978 0.087475000000000011 -0.079714999999999994 -0.085684999999999997 -0.041284999999999995 -0.077224999999999988 -0.08323499999999999 0.15834000000000004 0.054875000000000007 -0.027939999999999996 0.082135000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -2 9 -6 17 12 -12 -13 15 -15 -16 -8
right_child=5 2 -4 -5 8 -7 10 -9 -10 -11 11 13 -14 14 16 -17 -18 -19
leaf_value=-0.017831995700464537 -0.013888639248126552 -0.0064648804670470071 -0.014573487789289429 -0.0091003352651115067 -0.00018730735114921737 -0.0058461168612206063 0.021705638544115009 0.0057945198394661196 0.024634533482497278 0.018634480211756718 0.0067886861195508566 -0.0061934490289053089 -0.012077736672555394 0.0072122679246082594 0.019155855047036464 -0.0054536129927580243 0.0028466718178864849 0.0067140911270501345
leaf_weight=65 57 53 65 88 66 80 67 65 52 62 53 59 58 1683 120 146 65 73
leaf_count=65 57 53 65 88 66 80 67 65 52 62 53 59 58 1683 120 146 65 73
internal_value=0 -0.00183913 0.000849318 0.00397791 0.00892505 0.00561486 0.00599044 -0.00338698 0.0134665 0.00891546 0.00648349 0.00600716 -0.00305326 0.00649317 0.00686572 0.00620023 0.0134353 0.0139015
internal_weight=0 451 386 321 233 2526 2446 122 180 128 2324 2184 111 2073 2014 1829 185 140
internal_count=2977 451 386 321 233 2526 2446 122 180 128 2324 2184 111 2073 2014 1829 185 140
is_linear=0
shrinkage=0.16829


Tree=3993
num_leaves=30
num_cat=0
split_feature=3 2 2 13 2 2 2 2 2 2 2 52 3 123 2 1446 2 16 2 16 2 159 16 42 16 11 52 2 52
split_gain=35.3966 10.1421 7.6888 6.63443 4.18896 4.35324 2.77952 2.15658 2.16972 1.90847 1.20442 1.04707 4.18577 1.03187 0.935713 0.734685 0.656635 0.630884 0.534775 0.59679 0.524282 0.413934 0.367804 0.358652 0.350676 0.313926 0.313557 0.308235 0.285001
threshold=-0.049204999999999992 0.16993500000000003 0.123795 -0.00027999999999999998 -1.0000000180025095e-35 0.10669500000000001 0.10433000000000002 -1.0000000180025095e-35 0.098655000000000007 0.072175000000000017 0.12665000000000001 -0.090304999999999983 -0.08867499999999999 0.084380000000000024 0.087665000000000007 0.037915000000000011 0.076510000000000009 0.056515000000000003 0.090020000000000017 -0.11082499999999999 0.095195000000000016 -0.06482499999999998 0.052690000000000008 0.079335000000000003 -0.14037499999999997 0.077330000000000024 -0.080789999999999987 0.11152000000000002 0.26536500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 4 13 20 9 -1 15 -5 -7 25 -13 -2 -11 16 22 -4 19 -18 -6 -17 28 -20 -8 -10 -16 -14 -9
right_child=1 -3 17 6 5 10 24 8 11 14 -12 12 27 -15 26 21 18 -19 23 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00088102053139081768 -0.00046802128619409218 -0.00079867639834189192 0.00028654287971934949 0.00072962247096647272 0.0013193484086590041 0.0005753362428254753 0.00049144119601909984 0.0014978620722596349 0.0013270680412143742 0.0017898255266212487 2.8643210298606847e-05 0.00042590008687630855 0.0015372948804382651 0.0001745115187201355 0.0014473006347151542 0.0015737368213724597 0.0018994389688395319 0.00080199083407298595 0.0012953418042089611 0.0015751715452262034 0.00088184088987847879 0.0018859274864436225 0.0012227540611958099 0.0015261412191803871 0.00083372259425819122 0.0016536625587172519 0.0010802292517035584 0.0012197743019170435 0.0012453519852917364
leaf_weight=67 52 52 52 53 62 85 65 286 72 58 91 68 91 57 52 96 70 52 116 618 59 94 99 214 67 61 52 55 61
leaf_count=67 52 52 52 53 62 85 65 286 72 58 91 68 91 57 52 96 70 52 116 618 59 94 99 214 67 61 52 55 61
internal_value=0 0.000610452 0.00142062 0.000707809 0.000421315 0.000624391 0.00104291 0.00146466 0.00148419 0.0012745 0.000292871 0.00124641 0.00110286 -0.000131695 0.00145254 0.00153405 0.0015088 0.000544606 0.00155538 0.00160822 0.00110631 0.00172837 0.00140242 0.00144512 0.000665442 0.00147712 0.0012641 0.00141792 0.00145357
internal_weight=0 805 2172 753 406 297 347 2068 2001 215 176 347 214 109 162 1654 1464 104 1018 688 121 190 446 330 132 133 104 146 347
internal_count=2977 805 2172 753 406 297 347 2068 2001 215 176 347 214 109 162 1654 1464 104 1018 688 121 190 446 330 132 133 104 146 347
is_linear=0
shrinkage=0.0032998


Tree=3994
num_leaves=9
num_cat=0
split_feature=40 2 147 11 9 1373 1427 149
split_gain=0.819924 0.654097 0.634404 0.432847 0.370615 0.316099 0.366949 0.354982
threshold=0.053385000000000009 0.25063000000000007 0.089955000000000021 0.095930000000000015 -1.0000000180025095e-35 0.087010000000000018 0.081395000000000009 0.07770500000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6
right_child=-2 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.006179273115850226 -0.012363724728074716 -0.01322385555503197 -0.0079043671700450065 0.020866672858284269 0.0055700617054150374 -0.0070080512878240263 0.017459385101681629 0.019506485580137997
leaf_weight=73 78 54 97 54 2436 52 80 53
leaf_count=73 78 54 97 54 2436 52 80 53
internal_value=0 0.00511485 0.00546356 0.00593608 0.00563614 0.00596591 0.00622922 0.00586754
internal_weight=0 2899 2845 2748 2694 2621 2569 2489
internal_count=2977 2899 2845 2748 2694 2621 2569 2489
is_linear=0
shrinkage=0.16829


Tree=3995
num_leaves=27
num_cat=0
split_feature=1 52 1 12 14 3 3 51 12 10 1 52 52 12 3 12 159 48 3 3 12 1446 1455 157 159 1
split_gain=39.482 5.8295 4.57118 3.36971 3.12986 6.10551 4.37635 2.66947 2.34287 1.96779 1.82884 1.2658 1.17775 0.745094 0.743904 0.730062 0.617428 0.580011 0.476318 0.389522 0.385392 0.326911 0.607275 0.45064 0.257174 0.184014
threshold=0.10398500000000001 -0.40011499999999994 0.12448500000000001 0.088325000000000015 0.064610000000000015 -0.12077499999999998 -0.06656999999999999 -0.095799999999999982 0.086115000000000011 -1.0000000180025095e-35 0.085410000000000014 -0.023474999999999996 0.10271000000000001 0.090285000000000018 -0.082274999999999987 -0.041014999999999989 -0.073489999999999986 0.086185000000000012 0.090170000000000014 -0.072649999999999978 0.10011000000000002 0.088980000000000017 -0.070999999999999994 -0.086404999999999982 0.0043550000000000004 0.137215
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 11 5 8 13 -8 -1 -4 12 -3 20 21 -5 25 -15 -12 -13 24 -9 22 -7 -24 -18 -11
right_child=1 2 9 14 -6 6 7 10 -10 15 17 18 -14 16 -16 -17 19 -19 -20 -21 -22 -23 23 -25 -26 -27
leaf_value=0.000568706513752838 0.0017306541686808994 0.00049138750660554791 -6.2613695509997544e-06 0.0011851929755020193 0.002401375971896698 0.0015776256978965377 0.0020167716241461199 0.0018982607112295047 0.001443225621559597 0.00057078134983519046 0.0012811765770247535 0.000773340887907638 0.0011892476264709899 0.002041366208627036 0.0017190633334997394 0.00083552228438456939 0.0017562069957869268 0.00087519541106977387 0.0012045066592999963 0.0015043006687494244 0.0015339122091891945 0.0021842535987296294 0.0016979771697987239 0.0019697079938379284 0.0019967861555364504 0.00029240641059716211
leaf_weight=57 76 95 76 53 85 53 91 87 81 52 101 52 55 96 63 91 447 63 62 63 52 58 75 766 57 53
leaf_count=57 76 95 76 53 85 53 91 87 81 52 101 52 55 96 63 91 447 63 62 63 52 58 75 766 57 53
internal_value=0 0.000869543 0.000759862 0.0010241 0.00177893 0.00175489 0.00179984 0.00151127 0.00108227 0.000444008 0.00138268 0.000773423 0.00159995 0.00188005 0.00147544 0.000618781 0.0017944 0.00112544 0.00100814 0.00175253 0.00176221 0.00193965 0.00192375 0.00194552 0.00178349 0.000430604
internal_weight=0 673 597 325 2287 2202 2064 449 138 272 358 209 194 1615 116 196 663 164 114 567 139 952 894 841 504 105
internal_count=2960 673 597 325 2287 2202 2064 449 138 272 358 209 194 1615 116 196 663 164 114 567 139 952 894 841 504 105
is_linear=0
shrinkage=0.0032998


Tree=3996
num_leaves=15
num_cat=0
split_feature=2 1 15 0 0 156 151 11 1 43 403 10 49 474
split_gain=1.1725 0.646343 0.593389 0.566954 0.801545 0.462106 0.575727 0.579388 0.678913 0.462839 0.39667 0.260447 0.123841 0.141128
threshold=-1.0000000180025095e-35 0.11883500000000001 0.13592500000000005 -0.23395499999999997 -0.22163999999999998 0.088735000000000022 0.085445000000000007 0.078340000000000007 0.098235000000000017 -0.080859999999999974 -0.081424999999999984 -0.00189 0.088165000000000007 0.086230000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -2 -5 6 7 10 -9 -7 -6 -1 13 -11
right_child=2 -3 -4 4 5 9 -8 8 -10 12 -12 -13 -14 -15
leaf_value=-0.005050478655822613 0.02250006223094923 -0.017690152046252582 -0.0061384760241452721 -0.013550738961317055 0.004038889064207591 -0.011946136742212071 0.02516864028828622 -0.016932453242589483 0.0095169581884956868 0.012775159858020834 0.0096009897215577743 0.010107602062116807 -0.0025696130268179473 0.0026799577903153906
leaf_weight=77 68 83 96 53 470 62 55 57 53 67 1616 55 52 96
leaf_count=77 68 83 96 53 470 62 55 57 53 67 1616 55 52 96
internal_value=0 -0.00605233 0.00684891 0.00732025 0.00691962 0.0073495 0.00814775 0.00772064 -0.00417231 0.000856082 0.00834865 0.00125178 0.00455624 0.00684054
internal_weight=0 215 2745 2649 2581 2528 2251 2196 110 277 2086 132 215 163
internal_count=2960 215 2745 2649 2581 2528 2251 2196 110 277 2086 132 215 163
is_linear=0
shrinkage=0.16829


Tree=3997
num_leaves=24
num_cat=0
split_feature=2 31 16 16 48 159 52 159 3 3 156 156 157 156 13 4 16 16 3 16 2 475 3
split_gain=0.811192 0.486315 0.607294 0.472313 0.639003 0.481163 0.618827 0.926875 0.469475 0.40804 0.369692 0.448532 0.439908 0.447114 0.387905 0.337626 0.583187 0.440166 0.458918 0.303445 0.291281 0.166789 0.154598
threshold=-1.0000000180025095e-35 -0.080489999999999992 -0.059289999999999995 -0.085134999999999975 0.087435000000000013 -0.45963999999999994 0.13759500000000005 -0.032069999999999994 0.11391500000000002 0.0043700000000000006 0.088735000000000022 0.094245000000000009 -0.087424999999999989 0.083125000000000018 0.055610000000000007 0.066300000000000012 -0.4193599999999999 -0.14463999999999996 -0.082354999999999984 -0.091624999999999984 0.084535000000000013 -0.064634999999999984 -0.073159999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 8 -5 10 -8 15 -6 12 -12 -7 14 -14 17 22 -2 20 -20 -19 -13 -17
right_child=3 2 -4 5 9 6 7 -9 -10 -11 11 21 13 -15 -16 16 -18 18 19 -21 -22 -23 -24
leaf_value=0.0079639887725738451 0.024517292514374463 -0.020461844414765638 0.00051655560315485541 0.01850905941329431 0.0061079140871168388 -0.005956900109098935 0.0047633300243019438 -0.020862992168638187 0.023287115777426013 -0.011098893701715924 -0.012347285561726649 0.0083741817783305091 0.006959562237721123 0.018191629272366328 -0.0015307380752980872 0.0053164099951236391 -0.0079929437021778339 0.011035551463203777 0.010400877393636383 0.024907010679934179 -0.0023569880450427126 -0.0015948937653852667 0.016289704168554461
leaf_weight=59 70 78 78 64 100 85 93 70 79 64 73 91 1013 87 179 81 74 88 104 68 96 99 67
leaf_count=59 70 78 78 64 100 85 93 70 79 64 73 91 1013 87 179 81 74 88 104 68 96 99 67
internal_value=0 -0.00503379 -0.00996113 0.00569642 0.00888252 0.00416426 0.00365037 -0.00623082 0.0110232 -0.000595983 0.00464141 -0.00113002 0.00575555 0.00653535 0.00568309 0.00952529 0.00419172 0.0123005 0.00989332 0.0161463 0.00403838 0.00317031 0.0102962
internal_weight=0 215 156 2745 891 1854 1790 163 727 164 1627 263 1364 1279 1192 648 222 426 356 172 184 190 148
internal_count=2960 215 156 2745 891 1854 1790 163 727 164 1627 263 1364 1279 1192 648 222 426 356 172 184 190 148
is_linear=0
shrinkage=0.16829


Tree=3998
num_leaves=27
num_cat=0
split_feature=9 16 16 150 3 34 16 133 3 16 133 13 52 16 133 474 13 133 160 160 133 50 16 16 3 50
split_gain=0.561536 0.730476 0.44466 0.47302 0.485284 0.451996 0.373585 0.41971 0.42364 0.461367 0.405385 0.391226 0.340035 0.31248 0.29433 0.326015 0.291774 0.299834 0.385231 0.466985 0.19784 0.197232 0.415585 0.162356 0.147288 0.168763
threshold=0.083710000000000021 -0.059289999999999995 -0.085134999999999975 0.088985000000000009 0.18595000000000003 -0.023104999999999997 0.51041000000000014 0.08653000000000001 -0.12077499999999998 0.24100000000000002 0.11330000000000001 0.070890000000000022 -0.41694999999999993 -0.52819999999999989 0.10319500000000002 0.037915000000000011 0.05889500000000001 -0.0043399999999999992 0.024885000000000001 -0.11201999999999999 -0.34918499999999997 0.089030000000000012 -0.0098949999999999975 -0.08909499999999998 -0.077849999999999989 -0.20867999999999998
decision_type=2 2 2 2 2 2 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 -4 7 8 -7 11 14 -10 -11 -5 15 -9 17 20 19 -19 -1 22 -12 -22 -8 -26
right_child=1 -3 5 13 -6 6 24 10 9 12 21 -13 -14 -15 -16 -17 -18 18 -20 -21 23 -23 -24 -25 25 -27
leaf_value=0.0024077537817393546 -0.022169324801183162 0.0058859127892546634 -0.012251539130312164 0.0064667638547417222 0.023979347310237813 -0.0098484531575167671 0.0053603246689382994 0.0030753828300464385 0.0022159187953589513 -0.0001857735174413546 0.010137285705912732 0.015413563623090362 -0.017174557111297714 -0.010777904491863433 0.021703573725840319 0.016382545061485867 0.017915040422543417 0.011935782057231099 0.014101916002830242 -0.0034480871541496586 0.0097923039801923427 -0.0049672845600936899 -0.0073207211007377997 0.019020766012257946 0.0080590639703722079 0.021628192007356484
leaf_weight=68 52 53 53 58 57 96 86 136 826 81 129 69 57 61 58 85 74 76 76 211 176 83 55 79 53 52
leaf_count=68 52 53 53 58 57 96 86 136 826 81 129 69 57 61 58 85 74 76 76 211 176 83 55 79 53 52
internal_value=0 -0.007991 0.00453447 0.00754302 0.00898733 0.0030661 0.00350213 0.0026966 0.000842199 0.00183745 0.00652776 0.0032354 -0.0072159 -0.00235784 0.0110149 0.00820165 0.00786057 0.00677336 0.00344716 0.00061943 0.0105059 0.00183218 0.0049091 0.0126584 0.010557 0.0147961
internal_weight=0 105 2855 936 817 1919 1866 1675 1129 1033 546 895 138 119 279 221 760 686 363 287 323 267 184 255 191 105
internal_count=2960 105 2855 936 817 1919 1866 1675 1129 1033 546 895 138 119 279 221 760 686 363 287 323 267 184 255 191 105
is_linear=0
shrinkage=0.16829


Tree=3999
num_leaves=12
num_cat=0
split_feature=482 9 1 39 1455 1 1 50 50 1 160
split_gain=0.402209 0.427901 0.430915 0.633622 0.348633 0.383873 0.678022 0.594571 0.567265 0.470476 0.443065
threshold=0.11706000000000001 0.083710000000000021 0.14996500000000004 0.11233000000000001 -0.063869999999999996 0.086165000000000005 0.088735000000000022 -0.10146999999999999 0.088585000000000011 0.083960000000000021 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 8 -6 -7 -9 -8
right_child=-2 -3 -4 -5 5 6 10 9 -10 -11 -12
leaf_value=-0.0062671074140362255 0.017800181102624466 -0.0075675088611464464 0.017885615464332243 -0.014995854103175159 0.023328333759317383 -0.023869985928536189 0.0012997026557881879 0.0044309684246231712 0.00095604575285267472 0.020299587323910316 0.011365956834978087
leaf_weight=98 54 102 58 53 52 52 790 1447 52 55 147
leaf_count=98 54 102 58 53 52 52 790 1447 52 55 147
internal_value=0 0.00313397 0.00352389 0.0032199 0.00357906 0.00395159 0.00144845 0.00562726 -0.0114397 0.00501324 0.00288085
internal_weight=0 2906 2804 2746 2693 2595 1041 1554 104 1502 937
internal_count=2960 2906 2804 2746 2693 2595 1041 1554 104 1502 937
is_linear=0
shrinkage=0.16829


Tree=4000
num_leaves=15
num_cat=0
split_feature=403 4 15 2 403 49 402 52 394 2 16 49 11 1452
split_gain=0.640538 0.438946 0.67502 0.60616 0.478488 0.788083 0.715233 0.467911 0.465997 0.483212 0.408551 0.40996 0.396084 0.33705
threshold=-0.5407249999999999 0.26546000000000003 -0.46772999999999992 0.11426500000000002 -0.23730999999999999 -0.15302999999999997 -0.018864999999999996 0.5140450000000002 -0.081709999999999991 0.084535000000000013 -0.44388499999999992 -0.042794999999999993 0.089965000000000003 0.086470000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 -2 8 9 -7 11 -4 13 -10
right_child=1 2 10 -5 5 7 -8 -9 12 -11 -12 -13 -14 -15
leaf_value=0.018944521953713548 0.0043831179201675955 -0.0030889870905817956 -0.013838819155719346 0.021619595702844226 0.020457225074989382 0.0047729345267807236 -0.019487764850157321 -0.0087177034587008085 0.0040070267033346183 -0.014644766367870116 -0.015735850799440121 0.004709352621221163 0.018974402243291253 0.014499634206155031
leaf_weight=73 85 61 52 52 83 72 61 82 1905 73 100 96 55 91
leaf_count=73 85 61 52 52 83 72 61 82 1905 73 100 96 55 91
internal_value=0 0.00297574 -0.0025078 0.00826544 0.00376607 0.00434465 -0.00557803 0.00375679 0.00422342 -0.00499048 -0.00742381 -0.00179543 0.00487569 0.0044863
internal_weight=0 2868 361 113 2507 2361 146 2278 2196 145 248 148 2051 1996
internal_count=2941 2868 361 113 2507 2361 146 2278 2196 145 248 148 2051 1996
is_linear=0
shrinkage=0.16829


Tree=4001
num_leaves=26
num_cat=0
split_feature=2 12 16 2 2 0 2 0 16 2 0 16 49 0 1446 133 0 0 16 16 49 16 457 133 11
split_gain=26.7535 14.3993 4.04803 3.73133 3.53409 2.23012 2.09319 2.02745 1.87919 1.70181 2.0314 1.92801 1.31903 1.29393 1.15889 1.1312 1.11135 1.19719 1.0283 0.778519 0.638513 0.577929 0.507791 0.303147 0.787789
threshold=0.13388500000000003 0.023990000000000004 -0.26194999999999996 0.10859000000000001 0.16730000000000003 -0.076734999999999984 0.082925000000000013 -0.15445999999999996 0.064455000000000012 0.10179000000000001 -0.14259999999999998 -0.26194999999999996 -1.0000000180025095e-35 -0.10071499999999999 0.037915000000000011 -0.00087999999999999992 -0.068669999999999995 -0.10298499999999998 0.0015850000000000003 -0.015214999999999998 0.10124000000000001 0.41221000000000008 0.086205000000000018 0.046800000000000008 0.081130000000000022
decision_type=2 2 2 2 2 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 -2 -1 -4 16 10 -3 -12 -8 -11 21 -16 17 -9 -7 -17 23 22 -13 24 -15
right_child=4 9 3 -5 -6 18 12 8 -10 13 11 14 -14 20 15 19 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00046854314536754366 0.00042972894577586939 0.0025617348216302313 0.0021625862250979283 0.00099285884141951273 0.00011933620481984474 0.00093424813011277227 0.00087354875965101216 0.0012361114690599396 0.0019630194587547801 0.0013041881741312523 0.0014429720945750195 0.0019877461444699385 0.0016017775331333955 0.0016360641558570321 0.001934279034420582 0.0022114259468925014 0.0010330648579509416 0.001927545732125772 0.0015869435870457295 0.0027522088708400957 0.0015827532784060845 0.0016556667062600035 0.0023020383116962237 0.0021500107298091675 0.0021731339790181975
leaf_weight=59 54 73 88 96 78 54 54 55 93 57 66 1326 55 72 72 64 64 55 52 55 69 56 60 62 52
leaf_count=59 54 73 88 96 78 54 54 55 93 57 66 1326 55 72 72 64 64 55 52 55 69 56 60 62 52
internal_value=0 0.00185002 0.00140791 0.0015709 0.000695755 0.000976539 0.000970142 0.00172712 0.00158346 0.00198132 0.00202102 0.00199777 0.00124133 0.00175574 0.00202017 0.00226304 0.00138039 0.00158215 0.00125477 0.00246166 0.00185653 0.00198798 0.00200138 0.00195791 0.00186157
internal_weight=0 2703 619 451 238 160 168 355 267 2084 1772 1699 109 312 1633 191 174 110 106 119 255 1442 1386 186 124
internal_count=2941 2703 619 451 238 160 168 355 267 2084 1772 1699 109 312 1633 191 174 110 106 119 255 1442 1386 186 124
is_linear=0
shrinkage=0.0032998


Tree=4002
num_leaves=23
num_cat=0
split_feature=4 1186 3 42 12 49 123 13 1447 42 43 457 49 51 474 457 52 1456 3 52 49 42
split_gain=0.435426 0.412068 0.362897 0.957388 0.814947 0.351594 0.33776 0.34821 0.333561 0.51307 0.349053 0.280713 0.457107 0.497024 0.455024 0.406872 0.365388 0.306118 0.26438 0.192336 0.177846 0.441933
threshold=0.26546000000000003 0.062030000000000009 -0.11211999999999998 0.088630000000000014 0.087215000000000015 -0.015164999999999998 0.091810000000000017 -0.10939499999999998 -0.052309999999999988 0.085790000000000019 -0.017474999999999997 0.048870000000000004 0.10449500000000002 -0.082424999999999984 0.085070000000000021 0.084670000000000009 -0.08403999999999999 -0.077489999999999989 -0.15288999999999997 -0.06717999999999999 1.0000000180025095e-35 0.082690000000000013
decision_type=2 2 2 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 -2 7 -7 9 -4 -11 12 13 14 -10 -13 -14 -15 -6 -17 21 -9
right_child=5 -3 8 -5 18 6 -8 20 11 10 -12 15 16 17 -16 19 -18 -19 -20 -21 -22 -23
leaf_value=-0.0086697464325683794 -0.012045301801986142 -0.0070530640040262363 0.00097295021203494981 0.029758883825065422 0.0061813740512670712 -0.012455307840396361 0.01293561262233741 -0.010979107100855385 0.0063427014935288038 0.02588364581079329 0.0081966747202740428 0.022518177283900299 0.0028164482578721286 0.012450707980011222 0.022375505907255192 -0.0012685734071730525 -0.012011123694291064 0.002403726768077423 0.021355138592399143 0.011372542767295695 0.0096453250601049329 0.009794113938025437
leaf_weight=72 69 78 87 61 67 61 57 64 157 69 59 54 95 92 74 66 93 1318 64 70 61 53
leaf_count=72 69 78 87 61 67 61 57 64 157 69 59 54 95 92 74 66 93 1318 64 70 61 53
internal_value=0 0.00498231 0.00535884 0.0112642 0.00569783 -0.00122461 0.00129171 -0.00147777 0.00466017 0.0109666 0.0177451 0.00398773 0.00334668 0.00424775 0.0114865 0.0101491 -0.00450891 0.00306055 0.0136082 0.00522467 0.0022741 -0.00155366
internal_weight=0 2576 2498 264 203 365 296 239 2234 215 128 2019 1829 1641 231 190 188 1410 131 136 178 117
internal_count=2941 2576 2498 264 203 365 296 239 2234 215 128 2019 1829 1641 231 190 188 1410 131 136 178 117
is_linear=0
shrinkage=0.16829


Tree=4003
num_leaves=13
num_cat=0
split_feature=9 457 133 11 0 1 2 1 3 15 15 12
split_gain=0.436066 0.326562 0.305876 0.595518 0.604531 0.484575 0.656472 0.427162 0.325337 0.796046 0.524099 0.318496
threshold=-0.08577499999999999 0.11596500000000001 -0.41385999999999995 0.093525000000000011 0.060910000000000006 0.13699000000000003 0.15510000000000004 0.09636500000000002 0.110335 -0.043134999999999993 0.12241500000000001 0.091495000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 4 5 8 -7 -6 10 -10 -4 -2
right_child=1 -3 3 -5 7 6 -8 -9 9 -11 -12 -13
leaf_value=-0.011196824149540549 0.0019373732304011472 0.015980228248566257 0.0034476963381799806 -0.013337844751271295 0.0067060127551439169 -0.018459533190177471 0.0063764460564226383 0.026277652312233987 0.0055217316323525048 -0.020025282548245215 0.017861589811246057 0.017059688732635251
leaf_weight=56 69 61 2127 61 79 68 54 53 90 56 74 93
leaf_count=56 69 61 2127 61 79 68 54 53 90 56 74 93
internal_value=0 0.00378943 0.00352547 0.00309245 0.00347847 0.00288434 -0.00745183 0.0145779 0.00342239 -0.00426482 0.00393312 0.0106298
internal_weight=0 2885 2824 2662 2601 2469 122 132 2347 146 2201 162
internal_count=2941 2885 2824 2662 2601 2469 122 132 2347 146 2201 162
is_linear=0
shrinkage=0.16829


Tree=4004
num_leaves=23
num_cat=0
split_feature=2 39 3 2 2 15 16 150 2 16 156 13 160 2 11 156 2 13 16 2 2 2
split_gain=19.912 10.3449 4.02728 3.58309 2.65556 2.40332 2.17872 2.07307 1.2308 0.9645 0.779805 0.777755 0.775973 0.720113 0.891223 0.810487 0.641629 0.565928 0.421188 0.356734 0.235638 0.122171
threshold=0.12026500000000001 0.0047850000000000011 0.10402500000000002 0.15205000000000002 -1.0000000180025095e-35 -0.031624999999999993 -0.042884999999999993 0.082085000000000019 0.10796500000000002 0.12992000000000004 0.089770000000000016 -0.083424999999999985 0.081025000000000014 0.10179000000000001 0.07585500000000002 0.050840000000000003 0.095105000000000009 -0.077799999999999994 -0.067169999999999994 0.11043500000000002 0.088435000000000014 0.13447000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 9 -3 7 -4 8 11 18 13 20 -13 14 15 -7 -6 -5 21 -15 -1 -2
right_child=3 4 6 17 16 10 -8 -9 -10 -11 -12 12 -14 19 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0018757180677287885 0.0012073659364777499 0.00065555796040821983 0.00091390372539088937 0.00015587200012228523 0.0016487477080955593 0.0018996352751484479 0.0017518009021816065 0.0012328094977030197 0.0013588935649855929 0.0014438075925199264 0.0021784846960007593 0.0016390277817180197 0.0020266405810559691 0.0014186397416088921 0.0022633794831529107 0.0015331600128021946 0.0011684651595155928 0.00062220638127581033 0.00073404058499389408 0.001808917979218543 0.0021242197201092558 0.0009820936803569089
leaf_weight=123 54 103 86 55 53 1100 56 103 83 68 102 329 69 53 70 71 73 59 54 52 68 57
leaf_count=123 54 103 86 55 53 1100 56 103 83 68 102 329 69 53 70 71 73 59 54 52 68 57
internal_value=0 0.00171928 0.00178415 0.000877388 0.00104923 0.0018186 0.00124459 0.00166991 0.00173686 0.00111202 0.00189815 0.00179006 0.00170632 0.00187688 0.00189924 0.00187745 0.00137077 0.00039753 0.000975065 0.00161226 0.00196437 0.001092
internal_weight=0 2594 2365 347 229 2223 142 775 672 233 1448 589 398 1346 1241 1171 126 114 165 105 191 111
internal_count=2941 2594 2365 347 229 2223 142 775 672 233 1448 589 398 1346 1241 1171 126 114 165 105 191 111
is_linear=0
shrinkage=0.0032998


Tree=4005
num_leaves=26
num_cat=0
split_feature=12 4 13 12 4 51 4 4 51 0 43 43 0 0 51 52 51 150 12 0 12 13 483 12 12
split_gain=45.4719 11.5663 9.28194 8.39667 5.27696 4.33411 3.90518 2.62016 2.59193 2.09851 1.84623 1.46791 1.12793 1.47745 1.10142 1.08027 0.975902 1.09046 0.826553 0.794285 0.788724 0.757106 0.508853 0.439588 0.322958
threshold=1.0000000180025095e-35 0.27258000000000004 -0.00027999999999999998 0.14472000000000004 0.032770000000000001 0.08950000000000001 -0.15615999999999999 -0.4950449999999999 -0.015159999999999998 -0.084154999999999994 -0.049999999999999996 -0.077134999999999995 -0.22984499999999997 -0.10594499999999998 -0.45218499999999995 0.0035300000000000006 -0.085594999999999991 0.082085000000000019 0.083815000000000014 -0.063204999999999983 0.092900000000000024 -0.27740999999999993 0.093420000000000017 0.098265000000000005 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 7 11 -4 -2 14 16 -3 -1 -8 -14 -6 20 -9 18 -18 22 -10 -12 24 -21 -11
right_child=3 10 6 -5 8 -7 12 9 15 19 21 -13 13 -15 -16 -17 17 -19 -20 23 -22 -23 -24 -25 -26
leaf_value=0.0010058385739767559 0.0029246182847014902 0.00026011348198647528 0.0024647760563407425 0.00094558375840015057 0.0017947766094674939 0.00030956292440629336 0.0019947281191356366 0.0027181122021077962 0.0021689668789082162 0.0022763938151440359 0.00053229660098394721 0.0016090333224391402 0.0010365165523975059 0.0017699200387952256 0.001166833425971353 0.0023033569706507988 0.0026906482946928698 0.0019401589162709701 0.0023262536282130579 0.001704429683428759 0.0016535919522111784 0.0010312766181949774 0.001879435920155356 0.0020780800150794893 0.0021384208034400123
leaf_weight=92 63 95 92 61 54 67 62 80 52 344 52 85 54 68 71 94 80 71 504 65 89 93 60 77 439
leaf_count=92 63 95 92 61 54 67 62 80 52 344 52 85 54 68 71 94 80 71 504 65 89 93 60 77 439
internal_value=0 0.00121766 0.00149426 0.00215381 0.00218818 0.00102507 0.00190893 0.00226184 0.00182327 0.00223755 0.000618206 0.00129571 0.00163082 0.00144559 0.00143839 0.00202784 0.00237141 0.00232902 0.00237623 0.00213762 0.00184391 0.000852575 0.00217637 0.00190729 0.00219908
internal_weight=0 760 520 2204 2143 244 276 1783 360 1720 240 177 184 122 125 235 735 655 584 985 141 145 843 142 783
internal_count=2964 760 520 2204 2143 244 276 1783 360 1720 240 177 184 122 125 235 735 655 584 985 141 145 843 142 783
is_linear=0
shrinkage=0.0032998


Tree=4006
num_leaves=11
num_cat=0
split_feature=14 52 1451 2 15 148 14 130 43 3
split_gain=0.475754 0.715378 0.501656 0.490307 0.526972 0.436364 0.346547 0.295667 0.326533 0.18449
threshold=-0.13131999999999996 -0.068039999999999975 0.07839500000000002 -0.080104999999999996 -0.2987999999999999 -0.087904999999999983 0.026890000000000004 -0.070609999999999992 -0.46052499999999996 -0.086064999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 7 9 -9 -7
right_child=2 -3 -4 4 5 6 -8 8 -10 -11
leaf_value=0.00066957577845732567 0.016782663391851305 0.02618853920341618 0.021804601482175723 -0.0079691193145043689 -0.0099831397907205657 0.020665563327443553 -0.0043291923877734869 -0.0073636176855898378 0.0058630206160628874 0.0070931795015761346
leaf_weight=52 101 78 53 88 52 61 96 54 2275 54
leaf_count=52 101 78 53 88 52 61 96 54 2275 54
internal_value=0 0.0159948 0.00557482 0.00526487 0.00483014 0.00526537 0.00557825 0.00596815 0.00555558 0.0143081
internal_weight=0 130 2834 2781 2680 2592 2540 2444 2329 115
internal_count=2964 130 2834 2781 2680 2592 2540 2444 2329 115
is_linear=0
shrinkage=0.16829


Tree=4007
num_leaves=19
num_cat=0
split_feature=1456 0 13 15 0 4 13 4 0 474 474 474 39 4 16 51 13 13
split_gain=0.432788 0.443845 0.549742 0.874018 0.508488 0.928305 0.446301 0.325302 0.501149 0.30342 0.699279 0.365693 0.354565 0.26016 0.247121 0.215304 0.204843 0.126468
threshold=-0.085589999999999986 -0.16423499999999996 -0.098524999999999988 -0.095814999999999997 -0.10298499999999998 -0.0048949999999999992 -0.15462999999999996 0.00059000000000000014 -0.23395499999999997 0.10961000000000001 0.085475000000000009 0.032465000000000008 0.098380000000000009 0.27420500000000009 -0.27157999999999993 -0.025499999999999998 -0.084084999999999979 -0.06286499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 7 3 13 5 -4 -5 -2 -9 10 11 12 -6 -3 -7 17 -1 -12
right_child=1 2 4 6 9 14 -8 8 -10 -11 15 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0065259116398924712 0.007779558957673384 0.015433349526517402 -0.018480577789471628 -0.0030976169653869805 0.0054303136891914495 -0.0010278888183407019 0.014363149090714037 0.0049118242036203996 -0.016115516372488672 -0.0076296800517271094 0.026546850240338135 -0.0074388694933398324 -0.0060806475252415462 0.031978862083856377 0.013734204223617911 0.0073936038140381367 0.019301638389354014 0.01468889844780652
leaf_weight=62 53 53 76 94 1785 81 74 53 81 52 52 70 79 56 53 53 85 52
leaf_count=62 53 53 76 94 1785 81 74 53 81 52 52 70 79 56 53 53 85 52
internal_value=0 0.00455196 0.00511551 0.0122104 0.00427953 -0.00361843 0.00458274 -0.00336428 -0.00778533 0.00505431 0.0053706 0.00449246 0.00494149 0.0239503 0.00479744 0.0161765 0.0139255 0.0206352
internal_weight=0 2817 2630 277 2353 210 168 187 134 2143 2091 1934 1864 109 134 157 147 104
internal_count=2964 2817 2630 277 2353 210 168 187 134 2143 2091 1934 1864 109 134 157 147 104
is_linear=0
shrinkage=0.16829


Tree=4008
num_leaves=25
num_cat=0
split_feature=1 39 1 2 2 1 15 1 13 11 49 51 11 159 1 52 16 1452 2 16 15 52 52 16
split_gain=50.6701 5.66117 4.78001 3.51141 3.03754 2.63603 1.90775 1.49501 1.43633 1.31994 1.09269 0.756324 0.730409 0.639203 0.631524 0.621448 0.906621 0.614655 0.598993 0.566978 0.493502 0.492467 0.605676 0.36011
threshold=0.10749500000000002 0.0047850000000000011 0.12381000000000002 1.0000000180025095e-35 0.097110000000000016 0.088035000000000016 -0.072289999999999979 0.090540000000000023 -0.062109999999999992 0.079700000000000007 -0.042254999999999994 0.10934000000000001 1.0000000180025095e-35 0.083455000000000015 0.091845000000000024 -0.049669999999999999 -0.4193599999999999 0.086470000000000005 0.088555000000000009 -0.0046349999999999994 -0.077669999999999989 0.31761500000000004 -0.45635499999999996 -0.077189999999999995
decision_type=2 2 2 2 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 7 -3 15 9 -2 11 -6 17 13 21 -9 -4 -17 18 -1 23 -5 22 -12 -16
right_child=2 5 6 20 10 -7 -8 14 -10 -11 12 -13 -14 -15 19 16 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0015205568292481937 0.0012906796169262506 0.0011725884729244587 -0.00054438821748836015 8.3186759919180465e-05 0.0007569579032193725 0.00028705566365851739 0.00033603704068035738 0.00091233962113198186 0.00056825717742554883 0.0020055672984141291 0.0013173706052447272 0.001093566049150633 0.0015443282444000657 0.0014638875238507832 0.0012050144810520182 -0.00035637170896493235 0.00016297701440008924 0.0018385413710831384 0.0013684376884709531 0.0010226048447044111 0.00048008130413036476 0.0013799116428084763 0.00095684851098699203 0.0015356570272818751
leaf_weight=857 68 70 52 100 65 77 94 58 54 52 68 57 64 65 60 82 66 52 430 58 52 59 209 95
leaf_count=857 68 70 52 100 65 77 94 58 54 52 68 57 64 65 60 82 66 52 430 58 52 59 209 95
internal_value=0 0.00133686 0.000240588 0.000554163 0.00137788 0.000708978 -5.15356e-05 0.0014453 0.000971208 0.00148751 0.00115914 0.00146819 0.00121529 0.00116268 0.00121963 -0.000233871 -0.000124532 0.00148411 0.00146976 0.00130314 0.000219198 0.00110431 0.00104548 0.00140789
internal_weight=0 2396 568 274 2249 147 294 1719 122 1448 530 1396 465 401 271 200 148 1339 1287 213 152 336 277 155
internal_count=2964 2396 568 274 2249 147 294 1719 122 1448 530 1396 465 401 271 200 148 1339 1287 213 152 336 277 155
is_linear=0
shrinkage=0.0032998


Tree=4009
num_leaves=25
num_cat=0
split_feature=1 3 0 4 155 1 47 3 43 3 42 15 52 42 157 1 0 15 4 133 15 1 158 3
split_gain=28.6047 8.56262 2.4369 2.41778 2.38749 2.18131 1.77282 1.5292 1.20686 1.24124 1.19987 1.19443 0.897228 0.892971 0.866598 0.979219 0.807309 0.756842 0.754319 0.726406 0.687154 0.473624 0.203592 0.23044
threshold=0.10290000000000001 -0.049204999999999992 0.12583000000000003 0.054720000000000012 0.10022500000000002 0.083670000000000008 0.082465000000000024 0.099330000000000016 -0.064539999999999986 0.28833000000000003 0.116275 -0.14051999999999998 -0.0037699999999999995 0.095150000000000012 1.0000000180025095e-35 0.090540000000000023 -0.096444999999999989 -0.049344999999999993 -0.076164999999999997 0.097995000000000013 -0.095584999999999989 0.091915000000000011 0.078875000000000015 -0.077344999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 6 19 17 10 13 12 14 -11 -10 20 15 16 -1 -2 -12 22 -3 -17 23 -5
right_child=1 8 -4 5 -6 -7 -8 -9 9 11 18 -13 -14 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0020158927234115707 0.00073797012568283232 -1.5202605040301849e-05 0.0010468078117438241 0.00174770606691239 0.0019731436059224378 0.00081320842612130496 0.001617301703704056 0.0011986386310983334 0.0013038148695782071 0.0008414222721808784 0.0016835517642083101 0.00016662748070419555 0.00078007899440663464 0.00078737991356711296 0.0020978264744043774 0.0012968678427137084 0.0017755291037328642 0.0012568039894707576 0.0011516796000427428 0.001253272336936076 0.00049307665103181673 0.0016553875640485157 0.0018367114037392636 0.0014360753217470391
leaf_weight=176 66 52 62 53 61 52 78 53 58 61 66 54 94 52 96 54 1255 58 53 61 65 170 59 55
leaf_count=176 66 52 62 53 61 52 78 53 58 61 66 54 94 52 96 54 1255 58 53 61 65 170 59 55
internal_value=0 0.000929714 0.00169346 0.00171164 0.00140007 0.00142449 0.00122683 0.00175343 0.000645912 0.000784191 0.00176914 0.000524868 0.000980157 0.000427238 0.00179101 0.0017732 0.00180512 0.000980935 0.00144696 0.00156374 0.000266874 0.00156912 0.00167694 0.00158933
internal_weight=0 699 2265 2203 263 280 202 1923 436 267 1870 115 152 169 1751 1655 1431 124 119 228 117 224 167 108
internal_count=2964 699 2265 2203 263 280 202 1923 436 267 1870 115 152 169 1751 1655 1431 124 119 228 117 224 167 108
is_linear=0
shrinkage=0.0032998


Tree=4010
num_leaves=21
num_cat=0
split_feature=2 41 106 49 132 132 403 15 157 403 49 1213 49 49 15 16 16 16 3 2
split_gain=0.686058 0.936059 0.508983 0.458863 0.421627 0.430689 0.410077 0.738915 0.37511 0.377064 0.478277 0.475164 0.300989 0.457806 0.321419 0.270872 0.613085 0.409692 0.247182 0.208555
threshold=0.10523 0.083270000000000011 0.085275000000000004 -0.078789999999999985 1.0000000180025095e-35 0.088210000000000011 -0.17184499999999997 0.087670000000000012 0.086825000000000013 0.093255000000000018 -0.066894999999999982 -0.12077499999999998 0.14255500000000002 0.11151500000000002 0.098550000000000013 -0.11082499999999999 -0.49804499999999996 0.026395000000000005 -0.080624999999999988 0.12198500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 6 -6 7 -1 9 10 -8 -11 13 14 15 16 -5 -17 -7 -19
right_child=3 -3 -4 12 5 18 8 -9 -10 11 -12 -13 -14 -15 -16 17 -18 19 -20 -21
leaf_value=0.029351413065815561 -0.012443483304272168 -0.012741829866716878 -0.0091201481008500347 -0.0037943718344399194 0.027615476767460369 0.0043742330025843771 -0.0024702493753371072 0.0057514564009156803 0.017341897564528353 0.007213710268389721 0.0073825105302106229 -0.010381078934675879 -0.0099321133486120223 0.015345983691206398 0.012735560049075606 -0.012299653854166887 0.017310009424293078 -0.0026745129379838915 0.018521722852948289 0.010216693547956599
leaf_weight=62 70 69 53 93 55 87 155 96 80 84 1375 90 55 75 60 99 67 112 59 52
leaf_count=62 70 69 53 93 55 87 155 96 80 84 1375 90 55 75 60 99 67 112 59 52
internal_value=0 0.00654924 0.0071562 0.000461391 0.00755958 0.0149044 0.00679845 0.0150236 0.00606899 0.00553869 0.00638318 -0.00187672 0.00193796 0.00311117 0.00120764 -0.000423284 0.00503186 -0.00374883 0.0101037 0.00140199
internal_weight=0 2265 2196 683 2143 201 1942 158 1784 1704 1530 174 613 558 483 423 160 263 146 164
internal_count=2948 2265 2196 683 2143 201 1942 158 1784 1704 1530 174 613 558 483 423 160 263 146 164
is_linear=0
shrinkage=0.16829


Tree=4011
num_leaves=18
num_cat=0
split_feature=0 42 13 484 133 474 12 12 52 0 16 13 0 12 52 12 16
split_gain=1.00237 0.412657 0.563711 0.399809 0.846683 0.905977 0.373656 0.505479 0.495371 0.402341 0.696014 0.476341 0.455009 0.407415 0.261946 0.196098 0.173384
threshold=0.15628500000000004 0.11929000000000002 -0.046389999999999994 0.085515000000000022 0.086635000000000004 0.08425500000000001 -0.10468499999999999 -0.083979999999999985 -0.081164999999999987 -0.0033699999999999993 0.053305000000000012 -0.087404999999999997 -0.14043999999999998 -0.0066799999999999993 0.11794500000000001 0.09227500000000001 -0.008454999999999999
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 14 -1 8 -8 11 -11 12 -9 -13 -5 -12 -6
right_child=-2 2 -4 4 16 -7 7 9 -10 10 15 13 -14 -15 -16 -17 -18
leaf_value=0.017908043013604973 -0.018653215291822706 -0.015185020549601143 0.0065543135495298964 0.0094495838360039788 0.0046470210993693343 -0.021553377926320429 0.0087065937865126244 0.01319846060375447 -0.011999804767622734 -0.016912271275954887 0.012725247542821474 0.020464999304228293 -0.00087710039106507877 0.0075016811239023888 -0.0055025911282643985 -0.0013403222710970126 0.018258786817047776
leaf_weight=71 53 68 67 63 52 75 52 80 88 57 58 72 347 1566 70 54 55
leaf_count=71 53 68 67 63 52 75 52 80 88 57 58 72 347 1566 70 54 55
internal_value=0 0.00469507 -0.00438256 0.00513973 -0.000498061 -0.00676135 0.00586681 0.00550593 -0.00429602 0.006121 -0.00176516 0.00676728 0.0017558 0.00807259 0.00156651 0.00592759 0.0116605
internal_weight=0 2895 135 2760 315 208 2445 2374 140 2234 169 2065 427 1638 133 112 107
internal_count=2948 2895 135 2760 315 208 2445 2374 140 2234 169 2065 427 1638 133 112 107
is_linear=0
shrinkage=0.16829


Tree=4012
num_leaves=25
num_cat=0
split_feature=1 1 16 14 124 2 48 2 2 2 403 2 2 1446 403 1 156 2 1456 16 48 2 16 2
split_gain=52.5652 7.96019 4.40293 3.4609 3.04622 2.37792 2.2289 2.22265 1.55394 3.82623 1.44666 1.24372 1.1863 0.931375 0.892239 0.762126 0.709888 0.509411 0.456153 0.343509 0.518222 0.285178 0.196454 0.15895
threshold=0.10398500000000001 0.13276500000000002 0.12992000000000004 0.064610000000000015 -0.080429999999999988 0.10043500000000001 -0.078904999999999989 0.17553000000000005 1.0000000180025095e-35 -1.0000000180025095e-35 -0.080924999999999983 -1.0000000180025095e-35 0.12336000000000001 0.083705000000000016 -0.083219999999999975 0.080320000000000016 0.088820000000000024 0.091185000000000002 0.085065000000000016 -0.33811499999999994 0.087310000000000013 0.10796500000000002 -0.037309999999999989 0.11280000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 -1 6 -6 11 9 -2 -7 -3 21 15 -15 17 -17 -8 -16 -10 -21 22 -12 -23
right_child=1 7 -4 -5 5 10 13 -9 19 -11 12 -13 -14 14 18 16 -18 -19 -20 20 -22 23 -24 -25
leaf_value=0.001968893557366686 0.0013216766667529772 0.00087582473339124669 0.0024408692816988457 0.0032652088901372819 0.0020712595433829699 0.0018914353273227489 0.0027781819255037568 0.00049922944985413432 0.0016333134088546721 0.0025004542265283022 0.0028465729230135258 0.0014797080031334628 0.0020629488818733116 0.0032838576632791519 0.0026106068337706742 0.0025221559460164682 0.002935524982144336 0.0026119719204580763 0.0030096554936465711 0.0011694359330178992 0.0016046883221973213 0.0023241904376557921 0.002572671314182384 0.0025617169792847036
leaf_weight=79 56 59 100 91 63 54 714 57 101 65 54 102 62 55 77 422 52 293 56 66 56 56 73 85
leaf_count=79 56 59 100 91 63 54 714 57 101 65 54 102 62 55 77 422 52 293 56 66 56 56 73 85
internal_value=0 0.00157701 0.00183067 0.00263309 0.00260687 0.00263067 0.00268293 0.00106023 0.00165318 0.0019552 0.00239489 0.00125863 0.00247716 0.002706 0.00292681 0.00267794 0.00256758 0.00272986 0.00277889 0.00148915 0.00136951 0.00257286 0.00268941 0.00246763
internal_weight=0 662 444 2286 2195 2116 1732 218 344 121 384 161 330 1669 188 1481 474 1007 133 223 122 268 127 141
internal_count=2948 662 444 2286 2195 2116 1732 218 344 121 384 161 330 1669 188 1481 474 1007 133 223 122 268 127 141
is_linear=0
shrinkage=0.0032998


Tree=4013
num_leaves=23
num_cat=0
split_feature=4 2 12 2 2 4 4 2 10 4 16 0 4 2 12 0 12 0 49 43 0 0
split_gain=21.3297 9.03534 3.10094 1.70105 2.43611 4.17249 2.01628 1.75266 1.475 1.30247 1.09609 0.848497 0.845279 0.680108 0.574631 0.420228 0.420071 0.528999 0.496329 0.387235 0.350539 0.191601
threshold=0.31392000000000003 0.13388500000000003 0.078120000000000009 0.10859000000000001 0.072175000000000017 -0.0048949999999999992 -0.047714999999999987 0.092250000000000013 -1.0000000180025095e-35 0.05309500000000001 -0.4136149999999999 -0.14534499999999997 -0.47860499999999995 0.14808000000000002 0.098785000000000012 -0.093874999999999986 0.084065000000000015 -0.086274999999999977 -0.046739999999999997 0.41068500000000002 -0.09712999999999998 -0.18713499999999997
decision_type=2 2 2 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 12 -8 -2 11 15 -4 -6 -3 20 21 17 -13 -18 -20 -11 -10
right_child=8 13 9 -5 6 -7 7 -9 10 14 -12 16 -14 -15 -16 -17 18 -19 19 -21 -22 -23
leaf_value=0.0003743986499202666 0.00015461644992440337 0.00095186368606346456 0.0020736607764521645 0.00092148544583355648 0.0016669959485678357 0.0016666940750195132 0.0017070499024219011 0.0010011721683263715 0.00088946456836910847 0.001365231215198016 0.00040871667224332974 0.0020598045290792146 0.0022530994398752028 0.0004604118933568962 0.0011508526182924686 0.0011285070338210817 0.0014021258954272731 0.0016401340572178616 0.0016613770084638491 0.0013849408428499078 0.0016574212850168578 0.00062050806167272224
leaf_weight=55 60 54 54 89 57 54 78 76 67 95 79 61 52 72 69 52 95 74 1454 59 89 53
leaf_count=55 60 54 54 89 57 54 78 76 67 95 79 61 52 72 69 52 95 74 1454 59 89 53
internal_value=0 0.00153407 0.00157735 0.0013324 0.00143061 0.00101494 0.00160276 0.00135892 0.000620161 0.00163241 0.000731306 0.00166373 0.00194693 0.000671314 0.00140983 0.000879267 0.00165101 0.00183002 0.00163596 0.00165062 0.00150675 0.000770969
internal_weight=0 2637 2511 461 372 109 263 154 311 2050 251 1797 109 126 253 172 1743 135 1608 1513 184 120
internal_count=2948 2637 2511 461 372 109 263 154 311 2050 251 1797 109 126 253 172 1743 135 1608 1513 184 120
is_linear=0
shrinkage=0.0032998


Tree=4014
num_leaves=28
num_cat=0
split_feature=1 12 1 4 39 4 1 52 4 47 0 0 4 4 0 4 0 1 4 16 16 51 0 52 51 403 403
split_gain=39.5632 6.14382 5.29422 2.62456 1.94925 1.67524 1.61029 0.96717 1.38473 0.883184 1.16445 0.810106 1.24442 1.23013 1.87268 1.51047 0.801397 0.525001 0.68598 0.511062 0.430221 0.446711 0.348975 0.28959 0.204084 0.215878 0.159723
threshold=0.10529500000000001 0.087255000000000013 0.12765500000000005 0.043640000000000005 0.08252000000000001 -0.0069049999999999988 0.14787500000000001 0.0030150000000000008 0.19778000000000004 0.10070000000000003 -0.044434999999999995 -0.081484999999999988 -0.085594999999999991 -0.50139499999999992 -0.060094999999999989 -0.17568999999999999 -0.11073999999999999 0.12765500000000005 0.40052000000000004 -0.45743999999999996 0.064455000000000012 -0.085489999999999997 -0.10998999999999999 -0.067494999999999986 -0.016584999999999996 -0.072349999999999984 -0.012799999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 5 4 11 -3 9 8 23 10 17 12 22 -13 24 -16 -14 18 -2 -9 21 -18 -1 -5 -15 -26 -24
right_child=1 2 -4 7 -6 -7 -8 19 -10 -11 -12 13 16 14 15 -17 20 -19 -20 -21 -22 -23 26 -25 25 -27 -28
leaf_value=0.0022678939057811792 0.00029956590343595496 0.0018881496708922035 0.00040415578818030255 0.0012416891693699443 0.0012191964250902083 0.0011986226729272119 -4.2694672220870908e-05 0.0018127621495344355 0.00078737845930073225 0.00093529234581576036 0.00083302140331009786 0.0020087375482292073 0.001463439697902018 0.001871387687517218 0.0016211575581910628 0.00092026264300823588 0.0020348585184300034 0.00014443317292232641 0.00077214266760285816 0.0013925257554355146 0.0014916225080381504 0.0017678386527533879 0.0020486382482042516 0.001541709515367222 0.0017617636923784258 0.0016141934924870204 0.0018079468988218921
leaf_weight=53 84 70 68 64 85 86 53 68 53 61 82 93 103 61 64 71 78 74 56 61 56 682 75 83 171 336 57
leaf_count=53 84 70 68 64 85 86 53 68 53 61 82 93 103 61 64 71 78 74 56 61 56 682 75 83 171 336 57
internal_value=0 0.000733652 0.00117324 0.00166417 0.00170949 0.00150825 0.000493403 0.00139062 0.00124616 0.00057309 0.000498328 0.0017314 0.00178964 0.00165059 0.00160316 0.0012528 0.00173967 0.000369916 0.000488848 0.00161432 0.00177449 0.00179529 0.00203767 0.00141133 0.00168637 0.00166404 0.00194497
internal_weight=0 634 224 2314 1985 156 410 329 200 357 296 1900 1104 796 703 135 919 214 140 129 816 760 185 147 568 507 132
internal_count=2948 634 224 2314 1985 156 410 329 200 357 296 1900 1104 796 703 135 919 214 140 129 816 760 185 147 568 507 132
is_linear=0
shrinkage=0.0032998


Tree=4015
num_leaves=21
num_cat=0
split_feature=1 1 3 39 3 10 1 39 14 42 42 1212 3 13 481 1210 48 3 131 39
split_gain=43.7534 8.96331 4.3501 3.03417 2.6101 2.4692 1.64214 0.987685 0.983316 0.931763 0.77557 1.48889 0.73498 0.725487 0.678458 0.56829 0.513916 0.422581 0.340024 0.165481
threshold=0.10557500000000002 0.13074500000000003 -0.029394999999999998 0.0039300000000000003 0.10402500000000002 -0.063134999999999983 0.088035000000000016 0.087735000000000021 0.073890000000000011 0.087605000000000002 0.089975000000000013 0.08184000000000001 0.12168500000000002 -0.0042049999999999995 -0.084829999999999975 -0.08211499999999998 -0.024949999999999996 -0.06656999999999999 0.090920000000000015 0.08955500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 8 -3 -5 12 10 -2 14 17 -4 19 -1 -16 -17 18 -12 -7
right_child=1 5 7 6 -6 13 -8 -9 -10 -11 11 -13 -14 -15 15 16 -18 -19 -20 -21
leaf_value=0.0018902818255261053 0.00096036942713744432 -0.00060642468117590555 0.00089222083967192942 0.0013723682292793122 0.00093644211963418516 0.00017908971295051523 0.00064269027946213596 0.00018014632390494752 0.0019143541531258372 0.0014175018527490914 0.0013743580745323265 0.0018608295124080288 0.00039551098432298907 0.00049931617602792322 0.0019061253735587528 0.0012877537721344948 0.0015870091524213237 0.0011119822922086092 0.0016507687627892176 -7.2118649394178354e-05
leaf_weight=86 95 52 73 77 71 58 60 68 93 101 318 83 59 62 59 67 1303 58 59 56
leaf_count=86 95 52 73 77 71 58 60 68 93 101 318 83 59 62 59 67 1303 58 59 56
internal_value=0 0.000546527 0.000846619 0.00153029 0.00156004 2.51616e-05 0.00105306 0.000503938 0.00158085 0.00119611 0.00156557 0.00145462 0.000670473 0.000211967 0.00160349 0.0015862 0.0015724 0.00137703 0.00141771 5.53801e-05
internal_weight=0 624 396 2334 2197 228 137 200 2126 196 2033 518 132 176 1515 1429 1370 435 377 114
internal_count=2958 624 396 2334 2197 228 137 200 2126 196 2033 518 132 176 1515 1429 1370 435 377 114
is_linear=0
shrinkage=0.0032998


Tree=4016
num_leaves=29
num_cat=0
split_feature=1 3 4 2 3 16 1 4 0 14 43 0 0 14 0 16 2 16 4 13 4 13 4 132 51 43 16 4
split_gain=35.9465 6.98306 4.21649 3.79876 3.0347 2.14875 1.87811 2.30551 1.99669 1.82437 1.69821 1.23074 1.82675 1.17471 1.05557 1.02994 1.29292 0.739587 0.762207 0.719739 0.745601 0.718358 0.45502 0.412979 0.382012 0.305088 0.252603 0.208172
threshold=0.10404000000000001 0.28833000000000003 0.27420500000000009 0.092250000000000013 -0.063264999999999988 -0.026479999999999997 0.089370000000000019 -0.16236499999999995 0.098975000000000021 0.073890000000000011 -0.14239499999999997 -0.105195 -0.15029999999999996 -0.44847999999999993 -0.11167499999999998 -0.43491999999999992 0.11543500000000002 0.25032500000000008 -0.085594999999999991 -0.082644999999999982 -0.068809999999999996 0.0051600000000000005 -0.014854999999999998 0.03056 -0.085594999999999991 -0.025879999999999997 -0.079394999999999979 0.036605000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 9 22 -6 8 -8 10 11 -5 12 -1 -4 -3 16 -15 18 25 27 -21 24 -2 -22 -20 26 -13 -12
right_child=1 14 13 6 5 -7 7 -9 -10 -11 19 17 -14 15 -16 -17 -18 -19 21 20 23 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0019183790423100376 0.0018215622503360569 0.00044191984951880533 0.0011370068194754678 0.0022453686545413419 0.0014947190475865339 0.00069663366360963274 0.0017262701742747277 0.00083302350312611055 0.0010266078711766513 0.0023488940855435547 0.0019995569150258819 0.0020535678558729373 0.0010694782065967642 0.0011408153272675313 -0.00017697557026107529 0.00021120845522262587 0.00046802139568495913 0.0014685141454983553 0.0021191234714568424 0.0018544726125031433 0.0014426146701193626 0.0015216161430953851 0.0014479618914091073 0.001763125048387882 0.0018386953779407904 0.0021834973238627213 0.0017595297902748411 0.001719126839540022
leaf_weight=55 78 69 56 56 58 101 54 76 53 77 62 85 56 54 53 55 74 53 58 81 263 77 68 54 919 98 55 60
leaf_count=55 78 69 56 56 58 101 54 76 53 77 62 85 56 54 53 55 74 53 58 81 263 77 68 54 919 98 55 60
internal_value=0 0.000886611 0.00104664 0.00175764 0.00130394 0.000987981 0.00156642 0.00120434 0.00164119 0.00185229 0.00169768 0.001826 0.00149042 0.000718126 0.000172767 0.000589752 0.000752132 0.00185367 0.00186944 0.00163863 0.0015701 0.00183103 0.0016478 0.00149732 0.00185538 0.00203941 0.0019383 0.00186193
internal_weight=0 666 544 2292 305 159 759 130 629 1533 576 1456 111 239 122 183 128 1345 1292 520 398 1054 146 317 977 238 140 122
internal_count=2958 666 544 2292 305 159 759 130 629 1533 576 1456 111 239 122 183 128 1345 1292 520 398 1054 146 317 977 238 140 122
is_linear=0
shrinkage=0.0032998


Tree=4017
num_leaves=29
num_cat=0
split_feature=1 1 12 14 2 0 0 4 1 0 4 0 4 12 4 15 16 43 0 50 1453 43 0 4 131 0 2 4
split_gain=43.7773 9.27917 7.98765 5.87096 4.13214 1.68257 2.17274 1.61089 1.607 2.61485 2.50805 1.5386 1.53726 1.41093 1.18864 1.05263 1.09385 1.03164 0.88596 1.14929 0.916243 0.8758 0.786506 0.698639 0.600288 0.482756 0.452552 0.342979
threshold=0.10404000000000001 0.13074500000000003 0.085075000000000026 0.073890000000000011 0.092155000000000015 -0.105195 -0.15445999999999996 -0.036839999999999991 0.088470000000000007 0.064400000000000013 -0.17568999999999999 -0.10998999999999999 0.50291500000000011 0.087435000000000013 0.049545000000000006 -0.016999999999999998 -0.50472499999999987 -0.078734999999999986 -0.077574999999999991 0.08956500000000002 -0.014859999999999998 -0.081694999999999976 -0.06984499999999999 0.0060300000000000015 0.08987500000000001 -0.077294999999999989 0.11523000000000001 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 5 6 -1 -4 9 13 -10 -3 -13 14 -6 16 -2 -18 20 21 -7 -20 25 27 -9 -15 -24 -22
right_child=1 11 7 -5 8 18 -8 24 10 -11 -12 12 -14 22 -16 -17 17 -19 19 -21 23 -23 26 -25 -26 -27 -28 -29
leaf_value=0.0022715854309537128 0.00082016165562071063 0.0010762638031300493 0.00242738341829764 0.0028987697763739411 0.0027112417293032255 0.0018187195739920682 0.0013402184180587471 0.0015499232024539596 0.0020691277201694575 0.0012460140911628159 0.0011265147176459408 0.00073944607341494778 0.00011129706093564874 0.0019306872972461586 0.0020011842477626906 0.00065326189876943087 0.00097146224896274916 0.0015667029322290378 0.0015207641424532388 0.0023246819533390014 0.0024231832221842955 0.0020515324496665063 0.0015140465836719506 0.0019172580556585717 0.0020183808259120199 0.0022106455253384761 0.0018885634442031029 0.0022589676728160531
leaf_weight=52 67 57 56 98 52 53 58 71 54 54 72 92 79 208 52 56 52 83 58 84 175 84 63 60 53 103 84 828
leaf_count=52 67 57 56 98 52 53 58 71 54 54 72 92 79 208 52 56 52 83 58 84 175 84 63 60 53 103 84 828
internal_value=0 0.00114643 0.00142751 0.00210766 0.00207231 0.00217483 0.00178082 0.00196124 0.00187164 0.00194131 0.00153077 0.000606311 0.000449455 0.00200805 0.00235655 0.00105501 0.00116621 0.00133769 0.0022071 0.00201715 0.00224553 0.00183499 0.00192884 0.00226678 0.00175044 0.00202352 0.0017283 0.00228765
internal_weight=0 666 438 2292 2194 1452 110 180 742 616 126 228 171 562 104 258 202 135 1342 226 1116 142 458 1063 124 311 147 1003
internal_count=2958 666 438 2292 2194 1452 110 180 742 616 126 228 171 562 104 258 202 135 1342 226 1116 142 458 1063 124 311 147 1003
is_linear=0
shrinkage=0.0032998


Tree=4018
num_leaves=32
num_cat=0
split_feature=1 1 12 2 2 12 3 1 52 1 12 13 1212 2 3 12 3 133 2 2 13 1 52 1456 3 3 3 3 3 3 1
split_gain=73.5342 13.8783 10.3638 6.64605 3.57873 2.29215 1.91838 2.82505 1.38105 1.30535 2.05875 1.31633 0.834299 0.792905 0.77786 1.30209 0.785172 0.648734 0.585604 0.862614 0.928811 0.635389 0.524248 0.503566 0.388496 0.446033 0.361612 0.448994 0.275835 0.235981 0.0779269
threshold=0.10404000000000001 0.13074500000000003 0.085075000000000026 0.095850000000000005 0.16993500000000003 -0.041014999999999989 -0.13827999999999999 0.089370000000000019 -0.22118499999999996 0.089625000000000024 0.087035000000000015 -0.14022999999999999 -0.035619999999999992 0.12336000000000001 0.040040000000000006 -0.086944999999999981 0.13470000000000001 0.091785000000000019 0.078775000000000012 0.085910000000000014 -1.0000000180025095e-35 0.087915000000000007 0.047345000000000005 0.085105000000000014 -0.083644999999999983 -0.074234999999999982 -0.078644999999999979 -0.082784999999999984 -0.082274999999999987 -0.08212499999999999 0.095435000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 9 5 -3 -5 13 -4 11 -11 -1 29 17 15 -2 -16 24 21 20 -20 -14 -19 -21 -8 -26 27 -12 -10 -13 -28
right_child=1 4 8 6 -6 -7 7 -9 28 10 26 12 18 -15 16 -17 -18 22 19 23 -22 -23 -24 -25 25 -27 30 -29 -30 -31 -32
leaf_value=0.0025922428737644144 0.00084276445811726653 -3.2888515913285753e-05 0.0021077545354508337 0.0022193380221810707 -0.00067468129738925266 0.00072306430849971778 0.0016449206350469463 0.0010231043431964864 0.0013139460078437669 0.0014401952639684905 0.0021054148846149949 0.0025488466678190379 0.0016995352924781227 0.0014071279793063938 0.0011251648288984084 0.00021035142607704935 0.00057688207304295842 0.001335503112358316 0.0021682859179986231 0.0020234606770180726 0.0026029944572037835 0.0021374986422945867 0.0017775429361384938 0.0023237610917809914 0.0022214532180368047 0.0018539254266855974 0.0022722781593019254 0.0016968336135989033 0.0016374687416015892 0.0022420131409385323 0.0020917270961763406
leaf_weight=67 66 96 60 65 52 80 58 75 54 79 68 54 83 75 61 77 54 53 271 653 68 66 68 69 52 128 62 54 66 63 61
leaf_count=67 66 96 60 65 52 80 58 75 54 79 68 54 83 75 61 77 54 53 271 653 68 66 68 69 52 128 62 54 66 63 61
internal_value=0 0.000746063 0.00108975 0.00199178 8.56753e-05 0.000310526 0.00168406 0.00161563 0.00169757 0.00209457 0.00190491 0.00213863 0.0021157 0.00171795 0.00066555 0.000502481 0.000868017 0.00178278 0.00208974 0.00211722 0.00225559 0.00189377 0.00158421 0.00205221 0.00188359 0.0019603 0.00205461 0.00192486 0.00149218 0.00238393 0.00218302
internal_weight=0 666 438 2292 228 176 574 509 180 1718 324 1394 1327 434 258 143 115 359 1210 1061 339 149 121 722 238 180 245 122 120 117 123
internal_count=2958 666 438 2292 228 176 574 509 180 1718 324 1394 1327 434 258 143 115 359 1210 1061 339 149 121 722 238 180 245 122 120 117 123
is_linear=0
shrinkage=0.0032998


Tree=4019
num_leaves=35
num_cat=0
split_feature=2 2 2 12 12 2 2 2 2 12 3 3 13 40 13 13 43 12 52 401 48 3 52 133 51 2 52 2 3 13 52 3 13 133
split_gain=26.0234 14.0733 7.87183 5.565 2.4276 1.87121 1.39603 1.36423 1.68319 1.27975 1.24964 1.07469 1.05913 0.924092 0.890529 0.855881 0.617632 0.477731 0.474169 0.416876 0.386424 0.350286 0.389764 0.317035 0.524582 0.276211 0.23225 0.225967 0.224564 0.221105 0.193511 0.18404 0.177984 0.135063
threshold=0.10523 -1.0000000180025095e-35 0.16993500000000003 0.087255000000000013 -0.012249999999999999 0.092250000000000013 0.13447000000000003 0.076510000000000009 0.082165000000000016 -1.0000000180025095e-35 -0.063264999999999988 -0.12077499999999998 -0.0042049999999999995 -0.062739999999999976 -0.062109999999999992 -0.075449999999999975 0.0052850000000000006 0.09253500000000002 0.12345000000000002 0.078330000000000025 0.084705000000000016 -0.075714999999999991 -1.0000000180025095e-35 0.093845000000000026 -0.080414999999999986 0.087815000000000018 0.048535000000000002 0.11693000000000002 -0.078254999999999977 -0.074869999999999978 0.042815000000000006 -0.078884999999999997 -0.41572999999999993 -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 2
left_child=1 4 3 12 14 7 23 10 -9 -7 16 -11 13 -2 -1 31 17 29 19 25 27 26 -23 24 -5 -10 -17 -14 -19 -3 -26 -13 -15 -21
right_child=2 5 -4 6 -6 9 -8 8 18 11 -12 15 20 32 -16 21 -18 28 -20 33 -22 22 -24 -25 30 -27 -28 -29 -30 -31 -32 -33 -34 -35
leaf_value=0.00061429462312501723 0.00072979119844179222 0.0016087752670035486 -0.00032168107612159182 0.0015896224940016046 0.0010641885584393343 0.00091741254586892563 0.00069275136372075352 0.002239340578521265 0.0016449300149657621 0.0018579518062493017 0.0010254364371527257 0.0014302779428672105 0.00078741649036254157 0.00033697854527849817 4.2506342743221238e-05 0.0012250335246477217 0.0012713409616058997 0.0013001376264482204 0.0018878903897519149 0.0019390648344056044 0.00097908605410763796 0.0013216075896594205 0.00093267347268464931 0.0010808362423445832 0.0010913188296679231 0.0015208963524139677 0.0015327537668725284 0.00048811631752940124 0.0015591070140678327 0.0018406284566747566 0.001369782117718999 0.0016927532879464481 7.1241102238397725e-05 0.0016922689857262524
leaf_weight=61 52 143 69 67 86 61 53 54 492 56 63 53 54 52 58 57 87 70 79 53 52 53 62 63 62 345 54 58 83 70 52 73 59 52
leaf_count=61 52 143 69 67 86 61 53 54 492 56 63 53 54 52 58 57 87 70 79 53 52 53 62 63 62 345 54 58 83 70 52 73 59 52
internal_value=0 0.00146643 0.000735561 0.000852524 0.0006416 0.00154849 0.00117961 0.00160262 0.00166979 0.00136481 0.0014626 0.00143162 0.000555337 0.000366538 0.000335904 0.00136369 0.00152332 0.00158311 0.00163964 0.00161878 0.000742769 0.00124147 0.00111223 0.00128522 0.00135616 0.00159385 0.00137505 0.000632736 0.00144085 0.00168514 0.00121865 0.00158263 0.000196048 0.00181718
internal_weight=0 2265 693 624 205 2060 297 1591 1075 469 516 408 327 163 119 352 453 366 1021 942 164 226 115 244 181 837 111 112 153 213 114 126 111 105
internal_count=2958 2265 693 624 205 2060 297 1591 1075 469 516 408 327 163 119 352 453 366 1021 942 164 226 115 244 181 837 111 112 153 213 114 126 111 105
is_linear=0
shrinkage=0.0032998


Tree=4020
num_leaves=23
num_cat=0
split_feature=1 3 123 10 3 3 52 0 14 3 12 12 123 0 1 3 12 12 483 1 0 0
split_gain=40.2614 10.821 4.71988 3.2346 2.19564 3.19277 2.11864 2.19027 1.33658 2.05005 2.60398 1.15527 0.809298 0.794725 1.40199 0.47121 0.469432 0.430067 0.397119 0.469868 0.376283 0.337093
threshold=0.10398500000000001 -0.053364999999999996 1.0000000180025095e-35 -0.0093599999999999985 0.30863500000000005 0.085880000000000012 -0.41694999999999993 -0.041534999999999996 0.064610000000000015 -0.11749 0.08598500000000002 0.096535000000000024 0.085705000000000017 -0.11073999999999999 0.085410000000000014 -0.082504999999999981 0.11878500000000002 0.108115 0.10761000000000003 0.090795000000000015 -0.07106999999999998 -0.15753999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 8 -3 5 12 -2 15 9 10 -1 13 -5 14 -11 -8 17 20 19 -15 -13 -7
right_child=1 3 -4 4 -6 21 7 -9 -10 11 -12 16 -14 18 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00068099561266246362 0.0017195503790359758 -0.00024631545954137071 0.00087978909637821733 0.00059340720255694442 8.1316539450557523e-06 0.00085173737315117964 0.0010860426796797419 0.00056096218626506275 0.0020206928723987484 0.0017191570316932899 0.0015959622772152419 0.0015489797371570017 0.00011228608197108831 0.0017273584224578972 0.0010959240711855861 0.0015168737524705789 0.0012208351285326493 0.0017214245725665591 0.0014102330528585635 0.0015356005385037024 0.0012587177464567 0.0012124055098339376
leaf_weight=58 68 79 98 68 79 53 53 67 88 91 82 135 87 1233 70 60 71 86 53 161 79 63
leaf_count=58 68 79 98 68 79 53 53 67 88 91 82 135 87 1233 70 60 71 86 53 161 79 63
internal_value=0 0.000673797 0.00158918 0.000356488 0.00049265 0.000633763 0.00122255 0.0010346 0.00162067 0.00160404 0.00121716 0.00163139 0.000323586 0.00166984 0.00144841 0.00131511 0.00146463 0.00152221 0.00169446 0.00170524 0.00144199 0.00104792
internal_weight=0 677 2305 429 350 271 248 180 2207 2119 140 1979 155 1608 161 113 371 300 1447 1394 214 116
internal_count=2982 677 2305 429 350 271 248 180 2207 2119 140 1979 155 1608 161 113 371 300 1447 1394 214 116
is_linear=0
shrinkage=0.0032998


Tree=4021
num_leaves=23
num_cat=0
split_feature=1 2 12 39 2 1 2 447 13 49 1 12 13 10 1 4 123 50 4 1 2 4
split_gain=38.4283 12.3523 7.36142 3.336 3.27903 2.25521 2.01855 1.71069 1.65321 1.38199 1.83899 1.43772 1.15852 1.12492 1.04207 0.838173 0.794525 0.48656 0.420882 0.416772 0.309588 0.271543
threshold=0.10398500000000001 0.14253500000000002 0.087255000000000013 0.0039300000000000003 0.12336000000000001 0.088035000000000016 -1.0000000180025095e-35 0.085135000000000016 -0.11279499999999999 -0.014479999999999998 0.085780000000000009 0.090285000000000018 -0.0015099999999999998 -0.36237499999999995 0.122075 0.27420500000000009 0.084000000000000005 0.10932500000000002 0.0033150000000000007 0.11181500000000001 0.088710000000000011 0.056815000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 7 -5 16 8 -1 10 20 17 21 -3 19 -14 -2 -11 -13 -4 -10 -8
right_child=1 13 14 5 -6 -7 12 -9 9 11 -12 18 15 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0026609501262591169 0.0005288249981351455 -2.2298983576918153e-05 0.0019461343679294313 0.0020746943627760702 0.0014914752931307351 0.0012275754608396068 0.00093988639627748762 0.0016730531628991565 0.0023249073527256158 0.0023526288606838044 0.0014347470880944908 0.0021774418909086255 0.0018711781546824052 0.00061297656342724236 0.0016005897976738479 0.0013365687978253485 0.0011020909748322217 0.0020836587743551693 0.0019699990952725182 0.0022998338788792426 0.0019838557894995834 0.0012723227974942371
leaf_weight=100 53 54 73 73 68 65 53 59 66 953 54 594 58 69 57 73 53 82 135 77 56 57
leaf_count=100 53 54 73 73 68 65 53 59 66 953 54 594 58 69 57 73 53 82 135 77 56 57
internal_value=0 0.00128011 0.00149015 0.00217446 0.00220619 0.00167594 0.00119611 0.00222933 0.0022454 0.00222397 0.00194367 0.00225191 0.00136324 0.000333789 0.00198289 0.00157354 0.00081579 0.00233135 0.00213907 0.00212794 0.00216865 0.00111247
internal_weight=0 677 554 2305 2167 138 347 2099 2040 1940 176 1764 241 123 207 131 106 1035 729 150 122 110
internal_count=2982 677 554 2305 2167 138 347 2099 2040 1940 176 1764 241 123 207 131 106 1035 729 150 122 110
is_linear=0
shrinkage=0.0032998


Tree=4022
num_leaves=26
num_cat=0
split_feature=4 12 3 15 123 14 16 3 16 16 12 40 49 14 133 52 4 155 52 12 4 16 42 1454 52
split_gain=36.0757 16.3282 8.0783 4.43908 4.34988 2.71563 2.72542 1.76115 1.66915 1.8116 1.42445 1.17105 1.14121 1.03525 1.01908 0.952814 0.777256 0.786706 0.806256 0.519138 0.497689 0.429183 0.404097 0.384385 0.194817
threshold=0.31392000000000003 0.056995000000000011 0.28833000000000003 0.14508500000000005 0.081180000000000016 -0.45687499999999998 -0.53870999999999991 -0.14186499999999996 0.15273500000000004 -0.011964999999999998 0.091495000000000007 -0.066629999999999981 -0.078789999999999985 0.073890000000000011 0.087045000000000025 -0.06717999999999999 -0.012164999999999999 0.083290000000000017 -0.030234999999999995 -0.041014999999999989 0.052250000000000012 -0.07027499999999999 0.10254000000000001 0.083660000000000026 0.0030150000000000008
decision_type=2 2 2 2 2 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 8 -2 -7 13 9 15 12 -8 -9 -3 -6 -1 17 18 -12 -13 23 -17 24 -14 -18
right_child=5 3 -4 -5 14 6 11 10 -10 -11 16 19 20 -15 -16 21 22 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0016139900487969383 0.0015200205050357966 0.0023768058382859295 0.00048167242768641113 0.0013001190893647653 0.0014683845677218145 0.0012957413953502989 0.00012062260215087832 0.0018597462790358311 0.0022951970559528987 0.0013716474238596595 0.0017858327167556329 0.00047428341642489661 0.0023647322433697246 0.0029245975730571206 0.00090156585756223618 0.0023117285294548366 0.0019506565070615302 0.0025540181339244309 0.0021996868378432667 0.00090032873189870315 0.0020683942842600052 0.0019096265553487477 0.0017133036448941971 0.0020671778496226087 0.0021553742511097275
leaf_weight=55 64 102 63 55 98 73 52 61 101 78 60 57 894 61 54 70 129 59 398 70 77 52 54 52 93
leaf_count=55 64 102 63 55 98 73 52 61 101 78 60 57 894 61 54 70 129 59 398 70 77 52 54 52 93
internal_value=0 0.00209185 0.00159697 0.00222671 0.00173522 0.000912471 0.000758033 0.00225167 0.00193493 0.0017921 0.00222297 0.000538547 0.00230109 0.00258202 0.00126725 0.00197718 0.00211613 0.00219223 0.00214555 0.000709389 0.00232737 0.00214063 0.00197345 0.00234841 0.00203658
internal_weight=0 2666 571 2095 508 316 252 2040 356 255 1877 179 1084 163 152 177 793 517 458 127 1023 122 276 946 222
internal_count=2982 2666 571 2095 508 316 252 2040 356 255 1877 179 1084 163 152 177 793 517 458 127 1023 122 276 946 222
is_linear=0
shrinkage=0.0032998


Tree=4023
num_leaves=27
num_cat=0
split_feature=1 3 2 2 39 1 2 2 2 457 2 0 12 3 3 14 3 50 159 1 43 1 3 483 0 1
split_gain=45.5179 10.5745 4.23328 3.75053 3.4917 2.14149 2.07175 2.05894 2.9913 1.90296 1.25544 1.02617 1.00196 0.855343 0.92132 0.810745 1.00411 0.724077 0.396047 0.393601 0.478552 0.377862 0.370463 0.357975 0.294254 0.182786
threshold=0.10398500000000001 -0.053364999999999996 0.11504500000000002 0.14253500000000002 0.0039300000000000003 0.088035000000000016 0.090485000000000024 -1.0000000180025095e-35 0.10605000000000002 0.081330000000000013 0.12750000000000003 -0.066574999999999981 -0.064689999999999984 0.085880000000000012 0.14029000000000003 0.073890000000000011 -0.12077499999999998 0.10874500000000002 -0.26632999999999996 0.090795000000000015 -0.085784999999999986 0.093390000000000015 -0.07934999999999999 0.058525000000000008 -0.014704999999999998 0.09258000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 11 7 6 -6 15 -3 -9 10 18 -2 -5 -10 -15 16 -1 19 -8 20 -18 23 -19 -20 -13 -21
right_child=1 3 -4 12 5 -7 9 8 13 -11 -12 24 -14 14 -16 -17 17 22 21 25 -22 -23 -24 -25 -26 -27
leaf_value=0.0020845796215901969 0.0026117696557102122 0.00093077719449327157 0.0013062482786302643 0.00093567229983088952 0.0023183077405640987 0.0014924033348206742 0.0026758003806966373 0.0021810204174483321 0.00096952620005659809 0.0017327270688688187 0.0018892201865012015 0.0022514586965887862 0.00028968798173443784 0.0017600551602769794 0.0011556954326380293 0.0029145152444301358 0.002465549739788749 0.0021181362935710087 0.0023376156403591805 0.0022694552606659373 0.0026463961120492189 0.0026610439125769108 0.0024937163121373303 0.0025882912952746064 0.0019113205775243825 0.0025077115825749012
leaf_weight=53 64 99 68 52 73 65 62 54 60 53 53 60 53 56 55 65 213 60 514 56 731 55 59 74 56 119
leaf_count=53 64 99 68 52 73 65 62 54 60 53 53 60 53 56 55 65 213 60 514 56 731 55 59 74 56 119
internal_value=0 0.00146629 0.00200889 0.00115254 0.00243965 0.00192955 0.00247212 0.00132827 0.00150302 0.00233966 0.00238205 0.00227414 0.00060994 0.0012887 0.00146092 0.00255131 0.00253299 0.00255216 0.00241905 0.00257845 0.00260563 0.00239424 0.00230464 0.00236922 0.00208756 0.00243167
internal_weight=0 677 248 429 2305 138 2167 324 225 811 758 180 105 171 111 1356 1291 1238 705 1119 944 643 119 588 116 175
internal_count=2982 677 248 429 2305 138 2167 324 225 811 758 180 105 171 111 1356 1291 1238 705 1119 944 643 119 588 116 175
is_linear=0
shrinkage=0.0032998


Tree=4024
num_leaves=28
num_cat=0
split_feature=1 1 3 2 4 4 0 47 3 3 11 48 3 3 474 2 4 50 11 131 3 123 3 474 50 4 3
split_gain=78.8106 19.9243 12.8938 6.00241 3.96552 3.95453 3.8052 2.77049 2.48227 2.63591 2.05012 1.87145 1.78005 1.69501 1.37086 1.42695 1.32158 1.14075 1.71162 2.2221 0.969392 0.823673 0.669803 0.598159 0.247994 0.342419 0.0528294
threshold=0.12381000000000002 0.092395000000000019 -0.049204999999999992 0.17553000000000005 0.31392000000000003 0.31392000000000003 -0.079249999999999987 0.089495000000000005 0.0025650000000000004 0.11745500000000002 1.0000000180025095e-35 0.082425000000000012 0.084670000000000009 -0.115685 0.089265000000000011 0.087605000000000002 -0.47860499999999995 0.08568000000000002 0.08184000000000001 0.086210000000000023 -0.060719999999999989 0.08901000000000002 -0.078254999999999977 0.083865000000000009 0.089430000000000023 -0.079614999999999977 -0.076189999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 5 17 -2 10 8 11 -10 12 -4 14 -8 15 22 -15 18 19 -3 24 -7 -1 -17 25 -18 -21
right_child=3 2 7 -5 -6 21 13 -9 9 -11 -12 -13 -14 16 -16 23 20 -19 -20 26 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0029985911865582473 0.0015772680539658187 0.0018330477286226954 0.00072403194817723582 -0.00011520342322065724 0.0017814888294742789 0.00091766166710416386 0.0020772621371595796 0.0023649958981084122 0.0023131919026162578 0.0013784793394148204 0.0034287621318388 0.0015380283464922686 0.0023929178333354675 0.0031211634144009052 0.0024104843459004503 0.0027593528586812351 0.0023857464062256735 0.0030107923215670711 0.0030206942111163483 0.0027475403285793154 0.0022355268920232901 0.00039123580949255044 0.00336324958311171 0.0031355050050806219 0.0028755975571392303 0.0026740117137559363 0.0025801977288539423
leaf_weight=631 102 52 53 56 59 87 63 52 66 66 79 74 78 59 58 451 57 99 69 55 71 52 62 53 53 271 54
leaf_count=631 102 52 53 56 59 87 63 52 66 66 79 74 78 59 58 451 57 99 69 55 71 52 62 53 53 271 54
internal_value=0 0.00264894 0.00216958 0.000857394 0.00257099 0.00108354 0.00281764 0.00166868 0.00152874 0.0018461 0.00290993 0.00119861 0.00287916 0.00259053 0.00290935 0.00293349 0.00265374 0.00271247 0.0025839 0.00239649 0.00259265 0.000720979 0.00303127 0.00279898 0.00265911 0.00262402 0.00266496
internal_weight=0 2685 699 297 388 241 1986 311 259 132 1412 127 1333 574 1255 1197 511 329 230 161 452 139 693 504 381 328 109
internal_count=2982 2685 699 297 388 241 1986 311 259 132 1412 127 1333 574 1255 1197 511 329 230 161 452 139 693 504 381 328 109
is_linear=0
shrinkage=0.0032998


Tree=4025
num_leaves=23
num_cat=0
split_feature=4 39 457 4 42 48 4 11 157 48 14 16 4 16 49 43 4 43 151 4 4 48
split_gain=3.58377 1.14963 0.778824 0.750179 0.702613 0.558988 0.886788 0.539956 0.50563 0.504622 0.449831 1.4143 0.407309 0.677103 0.360681 0.34988 0.328521 0.252186 0.271116 0.220519 0.179848 0.139134
threshold=0.31392000000000003 0.0039300000000000003 0.10412500000000001 0.62720500000000012 -1.0000000180025095e-35 0.083540000000000017 0.0072100000000000003 1.0000000180025095e-35 -0.0041249999999999993 -0.083779999999999979 -0.45687499999999998 -0.43279999999999996 0.0029800000000000004 -0.15693499999999996 -0.022974999999999999 -0.077849999999999989 -0.0018749999999999997 -0.00088499999999999983 -0.0085349999999999992 -0.15615999999999999 -0.016029999999999996 0.091775000000000009
decision_type=2 2 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 -3 7 8 9 -7 -1 -2 14 16 -14 -12 20 -11 18 -10 -9 -6 -19
right_child=3 4 -4 -5 15 6 -8 19 17 12 11 -13 13 -15 -16 -17 -18 21 -20 -21 -22 -23
leaf_value=0.040356521775135587 0.019732236731529709 0.027090740612407991 0.0052006391568301781 -0.014484572514696543 0.0064550516909310978 0.028692185178297198 0.03372281067073879 0.029804259312543647 0.02510311964041418 0.024939595454988733 0.0019203722640052066 -0.020311114229845641 0.028969123973652554 0.013024341467191109 0.019083011303321021 0.016366469542475039 0.038627955488302279 -0.0012394577320168874 0.00876741132361754 0.043685004418790398 -0.0075389636075184289 0.01027281638574885
leaf_weight=57 64 56 62 53 52 54 83 77 53 1405 59 52 119 208 85 52 52 53 64 58 52 67
leaf_count=57 64 56 62 53 52 54 83 77 53 1405 59 52 119 208 85 52 52 53 64 58 52 67
internal_value=0 0.0228103 0.0238553 0.00375195 0.0109131 0.0243467 0.0183634 0.0254782 0.0139764 0.0247217 0.00747631 0.0034652 0.0242212 0.0188324 0.0120636 0.00509419 0.0254294 0.0106159 0.0161827 0.0357811 -0.000524681 0.00517326
internal_weight=0 2624 2412 313 212 2350 374 1976 291 1841 260 196 1784 327 144 156 1457 237 117 135 104 120
internal_count=2937 2624 2412 313 212 2350 374 1976 291 1841 260 196 1784 327 144 156 1457 237 117 135 104 120
is_linear=0
shrinkage=0.16829


Tree=4026
num_leaves=27
num_cat=0
split_feature=1 2 1 150 1 2 2 0 14 2 2 2 1 0 1447 52 16 403 0 0 2 0 16 403 0 1
split_gain=46.4778 6.90588 4.95347 3.75141 3.07827 3.66398 2.38181 1.82514 1.74867 1.17805 1.66865 0.857615 0.67604 0.814479 0.766877 0.595861 0.547652 0.453232 0.464533 0.605581 0.439525 0.51992 0.810707 0.259132 0.252092 0.186663
threshold=0.10921500000000002 0.16730000000000003 0.092845000000000025 1.0000000180025095e-35 0.12313000000000002 1.0000000180025095e-35 0.12336000000000001 -0.091399999999999995 0.064610000000000015 -1.0000000180025095e-35 0.13388500000000003 0.089945000000000011 0.083065000000000014 -0.09466999999999999 -0.085804999999999979 -0.010394999999999998 -1.0000000180025095e-35 -0.081424999999999984 -0.0058249999999999994 -0.080444999999999975 0.10251500000000001 -0.077574999999999991 -0.031234999999999999 -0.42125499999999994 -0.13955999999999996 0.08864000000000001
decision_type=2 2 2 2 2 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 7 5 15 8 -4 11 -6 -11 12 14 -14 -1 -2 -16 23 19 -19 21 -9 -23 -13 -7 -15
right_child=1 -3 3 -5 9 24 -8 20 -10 10 -12 17 13 25 16 -17 -18 18 -20 -21 -22 22 -24 -25 -26 -27
leaf_value=0.0016001678402898104 0.0013181804736365637 -0.00029793952799502714 0.0012145315365066427 0.0008782641879110266 0.00021503775682746342 0.00061396395451592076 0.0012754352815397378 0.0019324073690079606 0.0023143327053712767 0.0011537168325200871 0.00044890943581064034 0.0017428554789719508 0.0013997367754738442 0.0017505525308496332 0.0019587592249322282 0.0018219656730482183 0.0022450052652075309 0.001876327861023703 0.0020713109916980989 0.0016457421841064529 0.0019941045189456855 0.0018171088232980044 0.0012541156933940088 0.001443151113037816 0.00091325021934046474 0.0019340240001932719
leaf_weight=60 52 66 87 94 71 76 75 60 95 61 92 62 52 113 658 52 84 272 64 236 71 59 54 69 53 149
leaf_count=60 52 66 87 94 71 76 75 60 95 61 92 62 52 113 658 52 84 272 64 236 71 59 54 69 53 149
internal_value=0 0.00069944 0.00178459 0.00146083 0.000843559 0.00110926 0.00185376 0.00162617 0.0018764 0.000567029 0.000730141 0.00185351 0.00191075 0.00177974 0.001962 0.00157041 0.00199121 0.00176258 0.00180313 0.00176927 0.0017728 0.00168177 0.00154838 0.00158526 0.0007372 0.00185503
internal_weight=0 523 2414 425 457 233 1989 331 1914 224 153 1819 1116 314 802 104 742 703 572 508 244 173 113 131 129 262
internal_count=2937 523 2414 425 457 233 1989 331 1914 224 153 1819 1116 314 802 104 742 703 572 508 244 173 113 131 129 262
is_linear=0
shrinkage=0.0032998


Tree=4027
num_leaves=22
num_cat=0
split_feature=1 1 2 30 11 1 457 49 52 3 0 42 133 39 1 1446 474 474 0 0 3
split_gain=3.95295 1.57737 0.753238 0.734952 0.634196 0.679471 0.578604 0.632061 0.574651 0.732254 0.633913 0.491769 0.46758 0.45607 0.421778 0.348173 0.352403 0.469411 0.434326 0.331677 0.16314
threshold=0.10921500000000002 0.15028500000000003 1.0000000180025095e-35 0.085570000000000021 0.089965000000000003 0.085780000000000009 0.081330000000000013 -0.067844999999999989 0.40431 -0.071844999999999978 -0.085824999999999985 0.11603500000000001 -0.016594999999999995 0.096625000000000016 0.12622500000000003 0.087090000000000015 0.09091500000000001 0.084880000000000011 -0.13619499999999998 -0.06612999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 19 5 11 7 -7 9 12 -11 15 -9 14 20 16 17 18 -1 -2 -4
right_child=1 -3 13 -5 -6 6 -8 8 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.034693149100706693 0.032803471800151265 -0.021160070111584189 -0.0063345002467427424 -0.00080963527235034687 0.03938650331009242 0.035211572146554307 0.0044746443993125178 0.0083627891842333966 0.03144663484314273 -0.0083864362303601812 0.014337524258704638 0.011191142702744065 0.022457600385224569 -0.011628020843130442 0.015351942341805635 0.013698647033243316 0.010479373514277916 0.037077075542998182 0.022896978352953411 0.016035428930607928 0.0053845280231997784
leaf_weight=96 55 58 61 52 53 57 100 91 65 62 79 101 254 52 83 100 53 80 1223 87 75
leaf_count=96 55 58 61 52 53 57 100 91 65 62 79 101 254 52 83 100 53 80 1223 87 75
internal_value=0 0.00500015 0.00826701 0.0162741 0.0211429 0.0207326 0.0163611 0.0183132 0.0165618 0.0145674 0.00433269 0.0226039 0.018745 0.00252839 0.00589793 0.0233455 0.0240086 0.0245199 0.0237569 0.0225427 0.000114989
internal_weight=0 523 465 194 2414 2361 708 608 551 486 141 1653 345 271 219 1552 1452 1399 1319 142 136
internal_count=2937 523 465 194 2414 2361 708 608 551 486 141 1653 345 271 219 1552 1452 1399 1319 142 136
is_linear=0
shrinkage=0.16829


Tree=4028
num_leaves=20
num_cat=0
split_feature=3 3 151 3 4 4 157 4 131 3 3 480 4 1456 129 4 39 4 48
split_gain=2.18312 1.07943 0.676918 0.887941 0.463845 0.404285 0.3834 0.613434 0.338769 0.508647 0.378136 0.387544 0.409775 0.65294 0.427753 0.260877 0.170568 0.270637 0.14484
threshold=0.3148450000000001 -0.071369999999999975 0.0045550000000000009 0.076825000000000018 0.22276500000000002 0.0067750000000000006 -1.0000000180025095e-35 0.31392000000000003 0.11871500000000001 -0.074679999999999983 -0.23098999999999997 -0.022539999999999998 -0.085594999999999991 0.08814000000000001 0.081400000000000014 -0.057674999999999997 0.086040000000000019 -0.050244999999999991 0.088005000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 6 5 15 -3 16 9 10 -1 -12 14 -14 -13 -5 17 -8 -18
right_child=-2 2 -4 4 -6 -7 7 -9 -10 -11 11 12 13 -15 -16 -17 18 -19 -20
leaf_value=0.027996315635254409 -0.0098881344059967031 -0.0035552522671082731 -0.0038263999743038783 0.0250073737729084 0.0082601467018704605 0.037204778999248456 0.0010593479753727721 -0.0020410646790721713 0.0061424580286426706 0.030937751067469318 0.004833959155842402 0.027188960875782282 0.017462910623688942 -0.00091235138401708988 0.011904158144665838 0.010357425326648661 0.024259257552308473 0.013951564938959752 0.01211724218666289
leaf_weight=102 95 65 78 101 68 52 61 92 64 91 67 225 1291 57 68 53 62 193 52
leaf_count=102 95 65 78 101 68 52 61 92 64 91 67 225 1291 57 68 53 62 193 52
internal_value=0 0.0160347 0.0111201 0.0125815 0.0203519 0.0243346 0.00852261 0.0102332 0.0182273 0.0186332 0.0180135 0.0174163 0.017929 0.0166846 0.0236478 0.0199772 0.0133066 0.0108625 0.0187366
internal_weight=0 2842 877 799 274 206 525 460 1965 1901 1810 1708 1641 1348 293 154 368 254 114
internal_count=2937 2842 877 799 274 206 525 460 1965 1901 1810 1708 1641 1348 293 154 368 254 114
is_linear=0
shrinkage=0.16829


Tree=4029
num_leaves=21
num_cat=0
split_feature=1 1 13 43 1 157 0 4 42 0 15 0 0 13 15 15 1 49 0 1
split_gain=2.12533 0.868224 0.500214 0.844203 0.488666 1.02038 0.446378 0.812152 0.63885 0.422867 0.40644 0.449589 0.413483 0.429571 0.405403 0.380825 0.523547 0.506391 0.197742 0.164325
threshold=0.11392000000000001 0.15190500000000004 0.17888000000000001 -0.17307499999999998 0.092845000000000025 -0.076719999999999983 -0.050704999999999993 0.056815000000000011 0.082690000000000013 -0.079554999999999987 0.11934000000000002 -0.024974999999999997 -0.060094999999999989 -0.13871999999999998 -0.18498499999999998 0.037885000000000009 0.10970000000000001 -0.050619999999999991 -0.075134999999999993 0.13472500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 -1 10 -6 7 -2 -8 -4 11 12 13 -5 19 16 17 -7 -17 -9
right_child=1 -3 9 4 5 15 8 14 -10 -11 -12 -13 -14 -15 -16 18 -18 -19 -20 -21
leaf_value=-0.0069926275109325744 -0.015435097731120914 -0.018001143397860127 0.016208877366540048 0.028590871048309284 -0.011418276990886263 -0.0063141516944104584 0.0018631708828272778 0.0057453492305829662 0.026453166183486566 0.036402130446991615 0.0018239739794536757 0.027463362327175 0.0015403510499355519 0.015436373970883516 0.015063570812960066 0.01373730091146905 0.023698369027967351 0.010643001418862583 0.027108272485433387 -0.0073896476081735602
leaf_weight=53 66 55 67 74 57 69 66 56 55 53 58 95 58 1556 83 65 58 179 62 52
leaf_count=53 66 55 67 74 57 69 66 56 55 53 58 95 58 1556 83 65 58 179 62 52
internal_value=0 0.00174796 0.0145219 0.0139866 0.0144643 0.00973167 0.00462626 0.000650744 0.0130553 0.0251425 0.015723 0.0161741 0.0155377 0.0160347 0.00621861 0.01252 0.00929388 0.00591784 0.020279 -0.000562274
internal_weight=0 433 2504 2384 2331 490 378 257 121 120 1841 1783 1688 1630 191 433 306 248 127 108
internal_count=2937 433 2504 2384 2331 490 378 257 121 120 1841 1783 1688 1630 191 433 306 248 127 108
is_linear=0
shrinkage=0.16829


Tree=4030
num_leaves=20
num_cat=0
split_feature=2 2 11 9 151 3 51 51 1446 484 13 13 484 12 3 2 2 2 12
split_gain=1.80285 0.652478 0.363424 0.509846 0.460547 0.52056 0.66702 0.722221 0.609761 0.760749 0.637261 0.327623 0.39538 0.362908 0.232626 0.24623 0.558228 0.186736 0.0706493
threshold=0.17990500000000001 0.10859000000000001 0.090715000000000004 0.089020000000000016 0.053170000000000002 0.0066850000000000008 -1.0000000180025095e-35 0.078960000000000016 0.083705000000000016 -1.0000000180025095e-35 0.19761500000000001 0.00029500000000000007 -0.067269999999999983 0.096055000000000015 0.13772500000000001 0.13501500000000002 0.11917500000000002 0.13913500000000004 0.092825000000000005
decision_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 8 -7 -8 10 -10 -1 12 -3 -13 15 16 18 -16 -14
right_child=-2 11 -4 -5 -6 6 7 -9 9 -11 -12 13 14 -15 17 -17 -18 -19 -20
leaf_value=0.0098166783935605111 -0.020630619503243595 -0.0057337716623898898 -0.0014875583325509125 0.028544120762356569 0.00013836663516328022 0.0091865257855198341 0.041175463100272112 0.014743236394894756 0.012502849700999552 0.035209248452278415 0.02467951194697381 -0.011298934377512658 0.0054926593925417998 0.0056677464757360655 -0.0034997697031309252 0.0026222819609080772 0.028670962703003827 0.010545151553746681 0.013630756497317424
leaf_weight=1706 53 52 56 53 92 87 62 56 115 66 86 61 68 86 54 52 63 53 56
leaf_count=1706 53 52 56 53 92 87 62 56 115 66 86 61 68 86 54 52 63 53 56
internal_value=0 0.0106767 0.0118806 0.0122036 0.0118213 0.012314 0.0203967 0.0286466 0.0114732 0.0207925 0.010531 0.00541832 0.00792662 -0.00136063 0.00998482 0.0129073 0.0157577 0.00344027 0.00918242
internal_weight=0 2924 2379 2323 2270 2178 205 118 1973 181 1792 545 398 147 346 239 187 107 124
internal_count=2977 2924 2379 2323 2270 2178 205 118 1973 181 1792 545 398 147 346 239 187 107 124
is_linear=0
shrinkage=0.16829


Tree=4031
num_leaves=21
num_cat=0
split_feature=1 2 2 39 3 3 447 2 1 41 11 159 34 39 48 3 47 51 42 3
split_gain=20.7881 3.95117 3.68575 2.13914 1.53902 1.42346 0.940663 1.27789 1.12997 0.913205 1.2526 0.76246 0.731643 1.10605 0.407426 0.377449 0.265216 0.218235 0.21366 0.0878118
threshold=0.11829500000000003 0.16730000000000003 0.10859000000000001 0.0047850000000000011 0.11745500000000002 -0.049204999999999992 0.086460000000000023 -0.080104999999999996 0.10471000000000001 0.079160000000000008 1.0000000180025095e-35 0.087360000000000007 -0.027829999999999997 0.10262 0.082425000000000012 0.15217000000000003 0.082465000000000024 -0.020969999999999996 0.091330000000000008 -0.080349999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 6 11 -2 7 -1 9 10 -9 17 -7 15 -5 -14 -10 19 -19 -4
right_child=1 -3 4 14 -6 12 -8 8 16 -11 -12 -13 13 -15 -16 -17 -18 18 -20 -21
leaf_value=0.0019616069844501415 0.0010443586396454475 -0.00028102428993407637 0.0014501834285336607 0.00078906815067258257 0.00060004057579599653 0.0001956620383331525 0.0010306448907893432 0.0014579499463832999 0.00095180125522714416 0.0010349356054546754 0.0018818576786637465 0.00082615829054553892 0.0009898968642947409 0.00023884897756049073 0.0011641793617610159 0.0006126783432344687 0.0012849352689359487 0.0010559372172103498 0.0013057013635373342 0.0012546020399281234
leaf_weight=54 82 56 56 53 63 53 58 1738 55 53 80 60 64 52 81 54 52 93 66 54
leaf_count=54 82 56 56 53 63 53 58 1738 55 53 80 60 64 52 81 54 52 93 66 54
internal_value=0 0.000524194 0.00136908 0.00142113 0.00107369 0.000672153 0.00144708 0.00145895 0.00144521 0.00146413 0.00147662 0.00116428 0.00053513 0.000640757 0.00101608 0.00081757 0.00111403 0.00123956 0.00115983 0.00135449
internal_weight=0 361 2616 2224 392 305 2090 2032 1978 1871 1818 329 223 170 134 118 107 269 159 110
internal_count=2977 361 2616 2224 392 305 2090 2032 1978 1871 1818 329 223 170 134 118 107 269 159 110
is_linear=0
shrinkage=0.0032998


Tree=4032
num_leaves=21
num_cat=0
split_feature=2 2 130 41 8 43 43 484 3 3 3 159 2 50 160 13 52 13 52 475
split_gain=1.334 0.46779 0.508422 0.425299 1.14565 0.447047 0.624626 0.576788 0.527671 0.506849 0.40859 0.398337 0.827712 0.47741 0.411753 0.341982 0.309171 0.854141 0.254451 0.0878259
threshold=0.16730000000000003 0.091235000000000024 -0.046744999999999995 0.082560000000000008 0.084325000000000011 -0.24698999999999996 -0.036849999999999994 0.079595000000000013 -0.093419999999999989 -0.012504999999999997 -0.076189999999999994 0.082975000000000007 0.11366500000000002 1.0000000180025095e-35 0.10323500000000001 -0.013424999999999998 -0.53385999999999989 0.032645000000000007 -0.078529999999999975 -0.072124999999999981
decision_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 8 9 -7 -8 -10 13 18 14 16 -15 19 -18 -13 -4
right_child=-2 2 11 -5 -6 6 7 -9 10 -11 -12 12 -14 15 -16 -17 17 -19 -20 -21
leaf_value=0.02353230377292986 -0.014161493542848288 -0.0079817061049895395 0.009243749832796317 0.026456072334325696 -0.012982597212610228 -0.0045862155746713073 0.011204141413080043 0.028616011537024876 0.011756610260902746 0.023978447606431478 0.0023461779244452006 0.032701812724386506 0.0030627350635314553 0.0073240200836811866 -0.0091148030560573318 0.023665955610661253 0.0069077343983540299 -0.011906542010766092 0.016744614457503668 0.019032894021998894
leaf_weight=89 67 59 52 53 54 85 583 76 531 104 174 54 96 75 56 71 504 79 61 54
leaf_count=89 67 59 52 53 54 85 583 76 531 104 174 54 96 75 56 71 504 79 61 54
internal_value=0 0.00984616 0.00722317 0.0115863 0.0111206 0.0119143 0.0112474 0.0146844 0.00792553 0.0131406 0.00943658 0.00803885 0.0146205 0.00647821 0.00475021 0.0152834 0.00587972 0.00435521 0.0242532 0.0142476
internal_weight=0 2910 1161 1749 1696 1642 1553 763 790 687 705 1102 211 891 745 146 689 583 115 106
internal_count=2977 2910 1161 1749 1696 1642 1553 763 790 687 705 1102 211 891 745 146 689 583 115 106
is_linear=0
shrinkage=0.16829


Tree=4033
num_leaves=21
num_cat=0
split_feature=0 1 13 43 15 1 0 12 13 34 1 160 13 160 15 15 15 43 15 16
split_gain=1.13361 0.60812 0.913942 0.644392 0.533152 0.528325 0.920204 0.525649 0.391697 0.483134 0.282483 0.275368 0.679694 0.452382 0.542498 0.346206 0.343099 0.307719 0.192566 0.15188
threshold=0.15628500000000004 0.10921500000000002 -0.034484999999999995 -0.064539999999999986 -0.19631499999999999 0.11617500000000001 -0.048199999999999993 -0.071274999999999991 -0.15747499999999998 -1.0000000180025095e-35 0.12545500000000001 -0.089599999999999985 -0.083914999999999976 -0.082214999999999983 -0.012569999999999998 0.11556000000000001 -0.0097449999999999985 -0.082094999999999987 -0.082809999999999981 -0.43708999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 7 -1 -3 18 -4 -6 -10 -5 12 16 14 -13 -15 -11 -14 19 -7
right_child=-2 2 3 10 8 6 -8 -9 9 11 -12 13 17 15 -16 -17 -18 -19 -20 -21
leaf_value=0.022428197738353129 -0.016640986842576248 0.023163040512250221 -0.02648930850888415 -0.0034450946858690765 -0.0050404963276267489 -0.0024964036490858136 0.025292383240720372 -0.0029513100377192049 0.02508354773445811 0.015730988906132424 0.012295647696601228 0.0092075274071058699 -0.001315290821120405 0.0092167840092705344 -0.014978899446365639 -0.00073857420185947909 0.032833188713975558 0.011773859844749705 -0.0078312398601063753 0.0097271142779658971
leaf_weight=85 53 62 52 76 56 55 52 56 53 91 56 53 78 1623 52 105 53 145 61 60
leaf_count=85 53 62 52 76 56 55 52 56 53 91 56 53 78 1623 52 105 53 145 61 60
internal_value=0 0.00818262 0.00301953 -0.00465744 0.00932491 0.00937907 0.00562292 -0.0143011 0.00884177 0.00918762 0.00321919 0.00880385 0.0130193 0.00795886 -0.0027534 0.00861082 0.022038 0.00718754 -0.000178301 0.00386546
internal_weight=0 2924 530 240 2394 290 228 108 2309 2253 132 2200 367 1833 105 1728 144 223 176 115
internal_count=2977 2924 530 240 2394 290 228 108 2309 2253 132 2200 367 1833 105 1728 144 223 176 115
is_linear=0
shrinkage=0.16829


Tree=4034
num_leaves=16
num_cat=0
split_feature=2 39 15 11 0 13 15 0 1 2 49 1186 150 13 48
split_gain=0.872519 0.317555 0.37614 0.363219 0.534815 0.534285 0.43233 0.406813 0.791852 0.441829 0.930527 0.295393 0.333827 0.269682 0.0892929
threshold=0.17990500000000001 0.10096000000000001 -0.090324999999999989 1.0000000180025095e-35 -0.105195 0.091815000000000022 0.13592500000000005 -0.11991499999999998 0.083065000000000014 0.11218000000000002 -0.05529499999999999 0.021560000000000003 -0.07718499999999999 0.24450500000000003 0.014805
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 -5 -6 7 8 -1 10 -10 12 -9 -14 -11
right_child=-2 2 -4 4 5 -7 -8 11 9 14 -12 -13 13 -15 -16
leaf_value=0.018428818976999502 -0.014951523889064958 0.0064700125336316968 -0.012420613237897848 0.022780876516870104 -0.0058805237223263605 0.016375295439995004 -0.0058657448575459214 0.02074495626156438 0.0087136440490412029 0.010221024784994715 -0.019604449233122143 0.017433699781254579 0.0066958373311199713 0.016993625056307519 0.00036873651881729494
leaf_weight=61 53 70 52 101 56 67 76 52 52 52 89 87 1981 75 53
leaf_count=61 53 70 52 101 56 67 76 52 52 52 89 87 1981 75 53
internal_value=0 0.00682581 -0.001567 0.00719188 0.0136996 0.00622796 0.00662573 0.00700589 0.00126092 -0.00298886 -0.00914816 0.00780858 0.00741049 0.00707236 0.00526508
internal_weight=0 2924 122 2802 224 123 2578 2502 307 246 141 2195 2108 2056 105
internal_count=2977 2924 122 2802 224 123 2578 2502 307 246 141 2195 2108 2056 105
is_linear=0
shrinkage=0.16829


Tree=4035
num_leaves=13
num_cat=0
split_feature=9 41 1420 13 14 48 43 1 1447 403 42 1
split_gain=0.758035 0.630179 0.54469 0.428652 0.506631 0.38397 0.301241 0.828766 0.352888 0.44883 0.247537 0.0588613
threshold=-1.0000000180025095e-35 0.085175000000000015 -0.082824999999999982 -0.15462999999999996 0.020750000000000005 0.091045000000000015 0.0062300000000000003 0.099250000000000019 -0.085804999999999979 0.085340000000000013 0.10134500000000002 0.10985500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 11 8 10 -5 -10 -8 -4
right_child=1 -3 3 4 -6 -7 7 -9 9 -11 -12 -13
leaf_value=-0.0094369761506406247 0.021360215271168721 0.018882817613094138 -0.0019634028433933907 -0.0044949570490655025 0.019877322132753245 -0.01449278865075186 0.00055008165324643113 -0.019100039044926579 0.0054263698734792051 0.013755611928277407 0.010649612009690855 0.0054760437790788005
leaf_weight=97 58 99 53 90 67 57 212 52 1831 204 102 69
leaf_count=97 58 99 53 90 67 57 212 52 1831 204 102 69
internal_value=0 0.00568076 0.00521249 0.00486965 0.00542703 -0.00308549 0.00503764 0.000572884 0.00580578 0.00626222 0.00383654 0.00222943
internal_weight=0 2894 2795 2737 2558 179 2491 366 2125 2035 314 122
internal_count=2991 2894 2795 2737 2558 179 2491 366 2125 2035 314 122
is_linear=0
shrinkage=0.16829


Tree=4036
num_leaves=13
num_cat=0
split_feature=2 106 39 1 49 1 484 2 15 39 1 15
split_gain=0.626615 0.462193 0.476162 0.628864 0.658592 0.591694 0.418367 0.767759 0.520689 0.508964 0.407205 0.322167
threshold=0.25063000000000007 0.085935000000000025 0.10189000000000001 0.13973000000000005 -0.085999999999999979 0.078320000000000015 0.085515000000000022 0.086625000000000021 -0.41343999999999997 0.087370000000000017 0.12646500000000002 -0.0039399999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 -6 -10 -4 -9
right_child=-2 -3 10 -5 6 -7 7 11 9 -11 -12 -13
leaf_value=0.0050249099135331807 -0.012996901018904156 -0.010755291603338452 0.0048803406394735856 0.022014855350187226 -0.007500220471209209 0.026133918358837646 -0.016096555637860509 -0.00031475652245007134 0.0052057957486943748 0.021470425307181459 -0.015425258440773259 0.015072659353929501
leaf_weight=74 58 54 53 63 89 77 77 148 2131 56 59 52
leaf_count=74 58 54 53 63 89 77 77 148 2131 56 59 52
internal_value=0 0.00465967 0.00494942 0.00538519 0.00499707 0.015801 0.00435736 -0.00181314 0.00510913 0.00562309 -0.00580032 0.00367699
internal_weight=0 2933 2879 2767 2704 151 2553 277 2276 2187 112 200
internal_count=2991 2933 2879 2767 2704 151 2553 277 2276 2187 112 200
is_linear=0
shrinkage=0.16829


Tree=4037
num_leaves=21
num_cat=0
split_feature=41 1 14 51 0 1420 0 474 159 130 49 1 1 1 0 159 13 1 43 156
split_gain=0.431229 0.496019 0.49841 0.364877 0.78832 0.450336 0.379232 0.447067 0.351253 0.32622 0.31316 0.403127 0.293713 0.533509 0.521637 0.31287 0.198235 0.190162 0.180796 0.176013
threshold=0.085175000000000015 0.11883500000000001 -0.24487499999999998 -0.078689999999999982 -0.13619499999999998 -0.052114999999999988 -0.08824499999999999 0.088190000000000004 0.084250000000000005 -0.050984999999999996 -0.032624999999999994 0.13842500000000005 0.10575500000000002 0.10970000000000001 -0.22745499999999999 0.11396500000000001 -0.0073349999999999986 0.12646500000000002 -0.060849999999999994 0.0010500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 -6 8 19 18 -4 17 14 -14 -11 -16 -15 -12 -7 -8
right_child=-2 2 10 5 6 9 7 -9 -10 12 11 -13 13 16 15 -17 -18 -19 -20 -21
leaf_value=-0.019878436208723125 0.014460309634335906 -0.017052356110920316 -0.010901721259937779 0.017234793501737712 0.015419557005580122 0.02030136208665646 -0.0061514592820378095 0.013762078467711082 -0.014762550940833844 0.019397129133220923 0.0040302531655167437 0.011190372745944326 -0.013444634382454858 0.010020351436290488 0.004466561205312824 -0.0080049847630704885 -0.0030633333705136303 -0.0092205177359972693 0.0074341612289686616 0.0038775408664404971
leaf_weight=52 100 58 58 81 53 52 77 56 55 65 55 96 75 75 1580 59 58 69 78 139
leaf_count=52 100 58 58 81 53 52 77 56 55 65 55 96 75 75 1580 59 58 69 78 139
internal_value=0 0.00321361 -0.00286194 0.00401329 -0.000441189 0.00492056 0.00221392 6.8059e-05 -0.00275507 0.00443121 9.21854e-05 0.00299875 0.00387521 -0.00208892 0.00460428 0.00401652 0.00430118 -0.00332867 0.0125949 0.00029407
internal_weight=0 2891 336 2555 432 2123 380 327 271 2042 278 220 1912 208 1704 1639 133 124 130 216
internal_count=2991 2891 336 2555 432 2123 380 327 271 2042 278 220 1912 208 1704 1639 133 124 130 216
is_linear=0
shrinkage=0.16829


Tree=4038
num_leaves=10
num_cat=0
split_feature=3 2 3 10 10 12 49 3 402
split_gain=0.418646 0.548609 0.390706 0.251916 0.425819 0.258765 0.351604 0.257272 0.22868
threshold=-0.23394499999999999 0.25063000000000007 -0.15963499999999997 -0.07371999999999998 -1.0000000180025095e-35 0.13642500000000005 -0.084784999999999985 -0.034509999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 7 -6 -8
right_child=1 -3 3 4 5 -7 8 -9 -10
leaf_value=0.013695722608028758 -0.010374258630132029 -0.013874042061768009 0.014846880793234821 -0.012062820508690925 0.0056260879515209151 -0.0084384414514192246 0.0070362856875396318 0.019753929198224798 0.002394052573423614
leaf_weight=100 61 56 52 52 90 52 351 62 2115
leaf_count=100 61 56 52 52 90 52 351 62 2115
internal_value=0 0.00261517 0.00294151 0.00323497 0.00301248 0.00330676 0.00354073 0.0114006 0.00305554
internal_weight=0 2891 2835 2774 2722 2670 2618 152 2466
internal_count=2991 2891 2835 2774 2722 2670 2618 152 2466
is_linear=0
shrinkage=0.16829


Tree=4039
num_leaves=17
num_cat=0
split_feature=15 39 13 16 11 16 13 39 15 43 150 15 50 13 457 42
split_gain=47.2221 15.2881 12.5031 5.32757 3.2184 2.66033 2.57709 2.41502 2.36504 2.11412 1.60458 1.49079 1.03829 0.795543 0.697655 0.544692
threshold=-0.24211499999999997 0.085355000000000014 -0.23438999999999996 -0.5103049999999999 1.0000000180025095e-35 -0.010034999999999999 -0.10939499999999998 0.11290000000000001 1.0000000180025095e-35 -0.049999999999999996 1.0000000180025095e-35 -0.041569999999999989 0.11875500000000001 0.032645000000000007 0.084620000000000015 0.088875000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 11 5 12 -1 10 -6 -8 -3 -4 15 14 -7 -5
right_child=1 7 3 4 8 13 9 -9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.00039389931369881689 0.00052016142847187679 0.0012924900267247946 0.00070214342792171707 0.0019092275089696957 0.0019400027754192077 0.0016716891846931974 1.478803636322928e-05 0.00017583344460115981 0.0028232107500295433 0.00071340602150187632 0.00062771882447779483 0.0014643260829745972 0.001511485623404966 0.0013148715943198058 0.0012779382573270099 0.001755615665968971
leaf_weight=68 93 87 61 944 89 631 97 53 53 92 73 52 97 94 54 353
leaf_count=68 93 87 61 944 89 631 97 53 53 92 73 52 97 94 54 353
internal_value=0 0.00163635 0.00170809 0.00175358 0.00178775 0.00175622 0.000156742 0.000787135 0.0022699 0.000355042 0.000989408 0.00105319 0.0018427 0.00160143 0.0016407 0.00186745
internal_weight=0 2734 2521 2428 2315 2173 257 213 142 189 160 113 1394 779 685 1297
internal_count=2991 2734 2521 2428 2315 2173 257 213 142 189 160 113 1394 779 685 1297
is_linear=0
shrinkage=0.0032998


Tree=4040
num_leaves=23
num_cat=0
split_feature=4 39 3 3 2 150 11 4 0 0 0 2 2 16 0 13 12 2 131 13 400 43
split_gain=31.4829 7.75573 6.24264 3.84402 1.82706 2.17735 1.42223 1.32159 1.06921 1.06232 0.939959 1.27959 0.906266 0.89175 1.36821 0.863746 0.707107 0.540195 0.491546 0.295639 0.277028 0.0884037
threshold=0.31392000000000003 0.0039300000000000003 0.28833000000000003 0.17351000000000003 0.089945000000000011 0.082085000000000019 1.0000000180025095e-35 -0.12685999999999997 0.047640000000000009 -0.064509999999999984 -0.076734999999999984 0.10134000000000001 0.12414000000000001 -0.16318499999999997 -0.098749999999999991 -0.011514999999999999 0.088535000000000016 0.088555000000000009 0.021890000000000003 0.094890000000000016 -0.029794999999999999 -0.076024999999999995
decision_type=2 2 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 6 7 9 8 -6 16 11 -3 18 14 -2 -12 17 -1 -9 -10 -18 -16
right_child=3 10 -4 -5 5 -7 -8 12 19 -11 15 -13 -14 -15 21 -17 20 -19 -20 -21 -22 -23
leaf_value=0.0015248269977811155 0.00055295051929362478 0.0012438397609466005 0.00022445609517913489 -0.00053204672829199723 0.0019507646832758771 0.00073753314368117553 0.0018913891311417217 0.0012331740282486461 0.0012334108039218784 0.001066895935837964 0.0007967647540752618 0.00055185533595324067 0.00082081766079990302 0.00068570836152330157 9.1784022957492584e-05 0.00021688374444044862 0.0011072793217462239 0.0011730433119033611 0.001548351814807824 0.0015664527463004831 0.0013657626069572785 -0.00010059987590443712
leaf_weight=696 89 60 54 64 52 84 71 537 67 92 52 57 55 71 52 61 52 52 61 54 445 52
leaf_count=696 89 60 54 64 52 84 71 537 67 92 52 57 55 71 52 61 52 52 61 54 445 52
internal_value=0 0.00127823 0.00133435 0.000193258 0.00136019 0.00124466 0.00143483 0.00129619 0.00155339 0.00141056 0.000699363 0.00090702 0.00122799 0.000369222 0.000252612 0.000484043 0.00143592 0.00150042 0.00126538 0.00138233 0.00133879 -4.0692e-06
internal_weight=0 2602 2372 328 2318 910 1408 826 173 1337 230 117 653 264 193 113 1245 748 598 121 497 104
internal_count=2930 2602 2372 328 2318 910 1408 826 173 1337 230 117 653 264 193 113 1245 748 598 121 497 104
is_linear=0
shrinkage=0.0032998


Tree=4041
num_leaves=19
num_cat=0
split_feature=4 39 3 3 1 16 1 3 457 1 4 11 16 159 52 15 52 4
split_gain=18.9085 5.02387 3.56075 3.30533 1.58063 1.19955 1.38815 0.982414 0.965006 2.25403 0.820047 0.909291 0.886817 1.13184 1.02411 0.734742 0.669181 0.31554
threshold=0.31392000000000003 0.0039300000000000003 0.28833000000000003 0.17351000000000003 0.088035000000000016 -0.16318499999999997 0.11392000000000001 -0.015169999999999998 0.062030000000000009 0.084470000000000003 -0.44205499999999992 0.079225000000000004 0.0048000000000000013 0.08894500000000001 -0.13963499999999998 0.11743500000000003 0.10861000000000003 0.51367000000000018
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 -3 6 -2 -6 10 -10 11 -1 14 16 -12 -16 -14 -8
right_child=3 4 -4 -5 7 -7 17 -9 9 -11 12 -13 13 -15 15 -17 -18 -19
leaf_value=0.001753835963070396 0.00073007063309488683 0.0010970027525575334 0.00039460488321436618 -0.00032529854400719033 0.00019845116455683619 0.00087738973809866152 1.1985248627079419e-06 0.00074303581035487626 0.0013444420368851765 0.00051377673522584881 0.0017298735261130306 0.0012155792192422524 0.0012598706086816792 0.00066310591390845259 0.0012584162036653555 0.001618930447402315 0.00093728720582381055 0.00034362119815121235
leaf_weight=78 74 80 54 64 61 71 66 89 84 62 56 62 297 52 1469 65 93 53
leaf_count=78 74 80 54 64 61 71 66 89 84 62 56 62 297 52 1469 65 93 53
internal_value=0 0.00118803 0.0012332 0.000347141 0.000722028 0.00051029 0.000375061 0.000521806 0.00125273 0.000991935 0.00127024 0.00151572 0.00125331 0.00112195 0.0012898 0.00127372 0.00118304 0.000154002
internal_weight=0 2602 2372 328 230 264 193 150 2318 146 2172 140 2032 442 1590 1534 390 119
internal_count=2930 2602 2372 328 230 264 193 150 2318 146 2172 140 2032 442 1590 1534 390 119
is_linear=0
shrinkage=0.0032998


Tree=4042
num_leaves=21
num_cat=0
split_feature=1 1 39 16 4 14 39 1 10 4 481 1 4 42 1429 133 150 48 4 16
split_gain=62.7248 7.96063 6.19223 4.33894 3.23683 2.52274 2.43069 1.96456 1.58372 1.28792 1.28709 1.22514 0.966146 0.959876 0.929384 1.65505 1.4018 0.609643 0.582375 0.213849
threshold=0.10921500000000002 0.13654500000000003 0.0039300000000000003 0.26411500000000004 0.24099500000000004 0.073890000000000011 0.087735000000000021 0.10471000000000001 -0.013164999999999998 -0.00076499999999999995 -0.053799999999999994 0.088035000000000016 0.50214500000000006 0.088305000000000008 0.084845000000000018 0.083815000000000014 0.082085000000000019 0.014805 -0.014454999999999997 -0.40885499999999991
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 6 5 7 9 10 -3 -2 13 -4 -10 18 16 -16 -12 19 -1 -11
right_child=1 8 11 -5 -6 -7 -8 -9 12 17 14 -13 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=0.0039385903441735122 0.0027507637054539113 0.00093810523771396923 0.0029350484626847156 0.0031234172167438311 0.0027144467768978691 0.0038518832279968366 0.0016434786374164775 0.0026752520941783408 0.0019441668382738496 0.0021510333507371747 0.003330512996009095 0.0023699282707437125 0.0013623676473582308 0.0032768157765240948 0.0025668545610580758 0.0033558525022736462 0.0029744557220336919 0.0018731329845289614 0.0034879341130452644 0.0024591029719466359
leaf_weight=71 54 52 80 56 102 93 84 55 57 52 1510 90 70 85 54 64 133 55 60 53
leaf_count=71 54 52 80 56 102 93 84 55 57 52 1510 90 70 85 54 64 133 55 60 53
internal_value=0 0.00199242 0.00324415 0.00227935 0.00329055 0.00331819 0.00212061 0.00329375 0.00142478 0.00230774 0.00331094 0.00263607 0.00162377 0.00355331 0.00328119 0.00299508 0.00330171 0.00215799 0.00373245 0.00230687
internal_weight=0 533 2397 354 2227 2125 298 2032 179 214 1977 170 127 216 1761 118 1643 160 131 105
internal_count=2930 533 2397 354 2227 2125 298 2032 179 214 1977 170 127 216 1761 118 1643 160 131 105
is_linear=0
shrinkage=0.0032998


Tree=4043
num_leaves=21
num_cat=0
split_feature=4 2 12 14 150 2 14 16 2 2 4 1429 2 16 16 2 150 4 16 12
split_gain=38.1593 9.78523 7.37888 3.38615 2.7695 3.66364 2.71061 2.93955 2.17297 3.20167 1.92122 2.3729 1.87499 1.37739 1.01784 0.944852 1.25506 1.444 0.338261 0.245241
threshold=0.27258000000000004 0.14132000000000003 -1.0000000180025095e-35 0.073890000000000011 0.082085000000000019 0.094905000000000017 -0.45687499999999998 -0.42170999999999997 -0.007134999999999999 0.093320000000000014 -0.22295999999999996 0.084845000000000018 0.092320000000000013 0.25032500000000008 -0.011849999999999998 0.12681500000000004 0.090480000000000019 0.50541500000000006 -0.053299999999999993 0.088745000000000004
decision_type=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 10 14 -2 15 -1 -10 13 12 -12 -4 -6 16 17 -8 -11 -15
right_child=6 -3 3 -5 5 -7 7 -9 9 18 11 -13 -14 19 -16 -17 -18 -19 -20 -21
leaf_value=0.00083328637899898609 0.0013096431426936556 0.00079796195609736504 0.0027030791256997841 0.0025946421593878192 0.0015132767973151434 0.00083004265463836394 0.0014779795054126971 -1.9454060715278695e-05 0.0022171362840447003 0.0014752922098458759 0.002055599532614482 0.0014529643411092159 0.0018031820395664751 0.0022508346034471418 0.0020822471359672216 0.00039274258643762699 0.000481405216926999 0.0007128509335334849 0.0011276930954196545 0.0019305034999035195
leaf_weight=60 70 87 66 95 58 52 55 67 56 53 1249 95 435 57 86 54 53 53 76 53
leaf_count=60 70 87 66 95 58 52 55 67 56 53 1249 95 435 57 86 54 53 53 76 53
internal_value=0 0.00188648 0.00192448 0.00198383 0.00195684 0.00158202 0.000728039 0.000583545 0.00138024 0.00155743 0.0019944 0.00196174 0.00199042 0.00232436 0.00185332 0.00077162 0.000898478 0.00110283 0.00127078 0.00209681
internal_weight=0 2578 2491 2246 2151 196 352 282 245 185 1955 1779 1684 176 144 215 161 108 129 110
internal_count=2930 2578 2491 2246 2151 196 352 282 245 185 1955 1779 1684 176 144 215 161 108 129 110
is_linear=0
shrinkage=0.0032998


Tree=4044
num_leaves=28
num_cat=0
split_feature=2 12 2 2 13 15 2 15 40 11 447 2 12 403 475 12 1429 158 43 133 43 15 12 133 50 13 52
split_gain=49.918 24.1818 10.7568 7.39245 3.64214 3.38446 2.77631 2.75701 2.62658 2.54588 2.42267 2.39946 2.06073 1.4886 1.57105 1.48547 1.03488 0.767198 0.684691 0.5843 0.584073 0.468077 0.553167 0.367471 0.25548 0.137629 0.134408
threshold=0.12026500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.16730000000000003 -0.14022999999999999 0.050935000000000008 0.11487000000000001 -0.09416999999999999 -0.0099849999999999991 1.0000000180025095e-35 0.087065000000000017 0.097005000000000022 0.090285000000000018 -0.081224999999999992 -0.084144999999999984 0.093065000000000009 -0.070959999999999981 0.08962500000000001 -0.0019849999999999994 0.017095000000000003 -0.080064999999999983 0.090880000000000016 0.094195000000000015 -0.13093499999999997 0.08568000000000002 -0.077944999999999987 0.084285000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -2 6 10 -1 -6 12 13 -4 17 -3 20 -10 -16 18 19 -7 -15 26 25 -20 -24 -23 -14
right_child=3 5 11 -5 8 9 -8 -9 15 -11 -12 -13 21 14 16 -17 -18 -19 23 -21 -22 22 24 -25 -26 -27 -28
leaf_value=1.8638162185672183e-05 0.00038365569122418509 0.001807505182373348 0.0021801773768349462 -0.00013113066543580151 0.00068045953821646522 0.0026207582397679168 0.0014905838453206303 0.0010125151935480754 0.0011647894230533975 0.0030310664377406278 0.0014665422389256175 0.0014059614567580201 0.0022417014142287672 0.0023483850669677908 0.0025973655137704558 0.0018520543364442951 0.0021406208925112877 0.002807215374298106 0.0024484810640128135 0.0023148383779725006 0.0027299608894187834 0.0020550601564032888 0.0021436875717376512 0.0021285231652295629 0.0024121929251206043 0.0018176353568993978 0.0024778155076748904
leaf_weight=64 68 98 82 75 58 213 71 58 67 62 52 94 60 104 59 71 760 68 68 104 79 53 166 101 54 64 57
leaf_count=64 68 98 82 75 58 213 71 58 67 62 52 94 60 104 59 71 760 68 68 104 79 53 166 101 54 64 57
internal_value=0 0.00212938 0.00124483 0.000782677 0.00104242 0.00224432 0.00212547 0.000491426 0.00127079 0.00238013 0.00216457 0.00176688 0.00234006 0.00219754 0.00223565 0.00151864 0.00217357 0.00247558 0.00242911 0.0025205 0.0025133 0.00217461 0.00211117 0.00225747 0.00220975 0.00192549 0.00235703
internal_weight=0 2591 298 339 264 2293 1223 122 196 1070 1152 176 1008 1100 1002 138 819 554 486 317 183 454 337 169 220 117 117
internal_count=2930 2591 298 339 264 2293 1223 122 196 1070 1152 176 1008 1100 1002 138 819 554 486 317 183 454 337 169 220 117 117
is_linear=0
shrinkage=0.0032998


Tree=4045
num_leaves=20
num_cat=0
split_feature=12 0 16 16 156 43 51 1210 16 474 14 31 43 484 160 15 0 51 43
split_gain=0.80746 0.892028 0.665099 0.746404 0.656484 0.736158 0.646199 0.452532 0.415874 0.399737 0.389715 0.384682 0.368529 0.436459 0.351241 0.385969 0.156792 0.205121 0.131828
threshold=0.081320000000000017 0.098975000000000021 0.19384500000000002 0.26411500000000004 0.10854500000000002 -0.116045 -0.085594999999999991 -0.12828499999999998 0.08215500000000002 0.089265000000000011 -0.13131999999999996 -0.067629999999999982 0.0044550000000000006 0.0017200000000000004 0.3961050000000001 0.088535000000000016 -0.047019999999999999 -0.21463999999999997 -0.076949999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -4 5 -1 -2 -8 9 14 -7 -12 13 -13 15 -9 17 18 -5
right_child=2 -3 3 16 -6 10 7 8 -10 -11 11 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.022969270096699839 0.027907748824722613 -0.011681117836212191 -0.012032580799646994 0.017713773268470324 0.026236559750043527 0.01644060344596222 0.028090659698021356 0.014142656801136702 0.025217517319115552 -0.00099467860062777335 0.017341558147962399 0.0014007390715567124 -0.010017875372165164 0.015014717602220042 0.025891045534159673 0.0084225519588778837 0.015630980883495908 0.00057393124480455008 0.0056632662355184989
leaf_weight=72 89 70 56 52 53 75 56 969 72 63 52 380 62 81 55 513 79 86 52
leaf_count=72 89 70 56 52 53 75 56 969 72 63 52 380 62 81 55 513 79 86 52
internal_value=0 0.00650202 0.0126505 0.00562948 0.00814669 0.00681627 0.0139054 0.0131831 0.0126828 0.0121176 0.00502425 0.00353204 0.00215557 0.00379668 0.0126562 0.0121638 0.00931302 0.00667662 0.0117058
internal_weight=0 845 2142 325 775 722 1817 1728 1672 1600 650 575 523 461 1537 1482 269 190 104
internal_count=2987 845 2142 325 775 722 1817 1728 1672 1600 650 575 523 461 1537 1482 269 190 104
is_linear=0
shrinkage=0.16829


Tree=4046
num_leaves=22
num_cat=0
split_feature=1 3 1 4 4 3 4 1 47 47 3 14 15 43 1210 14 43 4 3 16 4
split_gain=22.1344 5.09722 2.21288 2.20703 1.79644 1.4506 1.19993 1.16976 0.774492 0.6067 0.955103 0.559681 0.560932 0.553546 0.551557 0.491344 0.752442 1.73943 1.4754 0.456674 0.440221
threshold=0.10910500000000002 -0.046079999999999989 0.15314500000000003 0.31392000000000003 0.41377500000000006 -0.073614999999999986 -0.37626499999999991 0.10290000000000001 0.091930000000000012 0.077735000000000012 0.086845000000000019 -0.10523499999999998 -0.032519999999999993 -0.074874999999999983 -0.081959999999999991 0.073890000000000011 -0.17773999999999998 -0.4950449999999999 -0.11151499999999999 -0.43491999999999992 0.00059000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 8 5 13 14 -7 9 11 10 20 -3 19 -2 -1 16 -16 -18 -19 -13 -8
right_child=1 2 -4 -5 -6 6 7 -9 -10 -11 -12 12 -14 -15 15 -17 17 18 -20 -21 -22
leaf_value=0.0017494278002818107 0.0011744885463782703 0.00078470270194187623 -0.00013342009157155761 0.00079924761512748486 0.00067487339834479637 0.0017189968129204406 0.0014505474888898071 0.00084655392107225677 0.00091024888387891711 0.0016180159285890075 0.00093101365363248306 0.000511845333153981 0.00071298682252207062 0.001605128774960732 0.0011966923819645278 0.0017820667767328112 0.0020932339671489047 0.0010488009944263465 0.0015089605116425208 0.00012819875898743903 0.0012143992868335945
leaf_weight=103 72 63 52 56 58 76 209 62 69 69 71 65 53 61 93 65 53 81 1334 71 151
leaf_count=103 72 63 52 56 58 76 209 62 69 69 71 65 53 61 93 65 53 81 1334 71 151
internal_value=0 0.000722156 0.000497511 0.00144811 0.00116068 0.00146344 0.00132851 0.00127564 0.000599828 0.00132878 0.00128239 0.000514692 0.000424502 0.00137227 0.00151321 0.00149823 0.00148638 0.00150471 0.00148264 0.000311818 0.00135159
internal_weight=0 564 373 2423 191 2367 638 562 321 500 431 252 189 133 1729 1626 1561 1468 1415 136 360
internal_count=2987 564 373 2423 191 2367 638 562 321 500 431 252 189 133 1729 1626 1561 1468 1415 136 360
is_linear=0
shrinkage=0.0032998


Tree=4047
num_leaves=22
num_cat=0
split_feature=4 160 1455 50 150 402 16 156 133 39 4 4 157 2 52 16 402 401 401 160 52
split_gain=0.845595 0.859429 0.529996 0.492002 0.498687 0.452911 0.431747 0.534901 0.493486 0.389575 0.715078 0.435594 0.538429 0.359362 0.274603 0.509522 0.261539 0.31708 0.28199 0.231546 0.276058
threshold=0.0033150000000000007 -0.53327999999999987 0.068185000000000009 -1.0000000180025095e-35 0.10921500000000002 0.093725000000000017 -0.011849999999999998 0.085435000000000011 0.11224500000000003 0.08511500000000001 -0.50946499999999995 -0.0083149999999999977 -0.081889999999999991 -0.0011799999999999998 -0.072664999999999993 -0.35377499999999995 0.089020000000000002 0.078330000000000025 0.093690000000000009 0.094750000000000015 0.086555000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 13 7 16 9 10 -8 12 -12 -5 -15 -16 17 19 -18 20 -3
right_child=2 6 -4 4 -6 -7 8 -9 -10 -11 11 -13 -14 14 15 -17 18 -19 -20 -21 -22
leaf_value=-0.0058851882060292592 -0.0078746465385217488 0.0086289858162355137 0.020345132885482387 0.018457166751169304 -0.0060428442686457319 -0.0056928274288124102 0.028791864175770392 0.031421549598252572 0.024821586292930426 -0.0031949201619236927 -0.0036096528118689489 0.018347537807837867 0.0091369362557457614 0.016027401774706563 0.011570468659543592 0.00031955217056604416 0.027980698240413087 0.024456124537396443 0.012849252281492873 0.022988657216719676 0.014849833520160657
leaf_weight=74 80 461 66 94 87 67 52 52 57 72 119 103 441 84 213 246 73 63 68 52 363
leaf_count=74 80 461 66 94 87 67 52 52 57 72 119 103 441 84 213 246 73 63 68 52 363
internal_value=0 0.0119042 0.00579707 0.00469263 0.00596592 0.00745251 0.0125713 0.0147223 0.00968413 0.00858549 0.00977428 0.00828 0.00642508 0.00883797 0.00716946 0.00554448 0.0139166 0.0128967 0.020696 0.0120633 0.0113717
internal_weight=0 2050 937 871 791 704 1976 1132 844 787 715 663 560 637 543 459 1080 939 141 876 824
internal_count=2987 2050 937 871 791 704 1976 1132 844 787 715 663 560 637 543 459 1080 939 141 876 824
is_linear=0
shrinkage=0.16829


Tree=4048
num_leaves=11
num_cat=0
split_feature=3 1374 40 11 48 1210 40 160 1209 48
split_gain=0.940045 0.479453 0.569298 0.436073 0.373371 0.347635 0.286594 0.252238 0.136319 0.0842164
threshold=0.28833000000000003 0.087110000000000007 1.0000000180025095e-35 0.091445000000000012 0.13419000000000003 -0.081959999999999991 -0.094259999999999997 -0.15142999999999998 0.083050000000000013 0.085760000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -7 -8 -1 -2
right_child=9 -3 -4 -5 -6 6 7 -9 -10 -11
leaf_value=0.012201970297737706 -0.009547927854545956 0.023032728908395 -0.0064713883997259162 0.021840104134334317 -0.0051913835262655788 0.020669193103227047 0.0035358021586006949 0.0088753598407144002 0.024318128348817199 -0.00094757282249500357
leaf_weight=53 71 67 69 73 54 54 285 2147 54 60
leaf_count=53 71 67 69 73 54 54 285 2147 54 60
internal_value=0 0.00894852 0.00860953 0.00899276 0.00863777 0.00892646 0.00852085 0.00825037 0.0183335 -0.00562255
internal_weight=0 2856 2789 2720 2647 2593 2486 2432 107 131
internal_count=2987 2856 2789 2720 2647 2593 2486 2432 107 131
is_linear=0
shrinkage=0.16829


Tree=4049
num_leaves=16
num_cat=0
split_feature=3 13 16 39 12 40 1 456 49 1446 3 0 13 3 475
split_gain=0.650709 0.624482 0.472854 0.534854 0.466063 0.480676 0.615519 0.396835 0.339756 0.336463 0.373673 0.487113 0.333836 0.297306 0.375313
threshold=0.28833000000000003 -0.47365999999999991 -0.0046349999999999994 0.099350000000000008 0.11928500000000002 -0.08416499999999999 0.12448500000000001 0.087735000000000021 -0.085474999999999982 0.085270000000000012 -0.15500999999999998 -0.105195 -0.13226499999999999 0.057935000000000007 -0.084924999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 9 5 -1 7 8 -7 10 -4 -12 -10 14 -13
right_child=1 -3 3 -5 -6 6 -8 -9 12 -11 11 13 -14 -15 -16
leaf_value=-0.0052573697838010228 0.0077487668707477671 -0.015533901012588756 0.015859448928495154 -0.012163774421393216 0.022711299099310522 0.02096854872558869 -0.0055792803807391241 -0.0029904021289893258 -0.0024111942538822761 -0.0078342677602026636 -0.010907651707991312 -0.0081173637175076859 0.010064467231471886 0.015984038855071651 0.006169546057972492
leaf_weight=70 61 70 98 53 67 78 79 68 63 52 52 58 1541 75 502
leaf_count=70 61 70 98 53 67 78 79 68 63 52 52 58 1541 75 502
internal_value=0 -0.00467864 0.007443 0.00422077 0.00890077 0.00841257 0.00893673 0.00959305 0.0101028 0.0052604 0.00613011 0.00473961 0.00957334 0.00602379 0.00468662
internal_weight=0 131 2856 890 1966 1899 1829 1750 1682 837 785 687 1604 635 560
internal_count=2987 131 2856 890 1966 1899 1829 1750 1682 837 785 687 1604 635 560
is_linear=0
shrinkage=0.16829


Tree=4050
num_leaves=25
num_cat=0
split_feature=3 3 43 2 42 2 0 16 16 0 16 39 3 0 50 481 43 0 151 1447 2 3 0 0
split_gain=31.2497 11.4865 6.65867 4.49039 3.75142 3.35178 2.68282 2.4494 1.70098 1.61948 1.59789 1.37863 1.30505 1.1717 1.0515 0.782014 0.699427 1.67558 0.694904 0.571802 0.485901 0.463915 0.445402 0.346799
threshold=-0.053364999999999996 0.28833000000000003 -0.033049999999999989 0.11558500000000001 -1.0000000180025095e-35 0.10869000000000002 -0.15029999999999996 0.23599500000000004 -0.26194999999999996 -0.018054999999999998 -0.034884999999999992 0.093225000000000016 0.093925000000000022 -0.11167499999999998 -0.041284999999999995 -0.084709999999999994 -0.11366999999999998 -0.07700499999999999 -0.085764999999999994 -0.08483499999999998 0.096080000000000013 0.083395000000000011 -0.10934999999999999 -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
left_child=3 2 4 6 -2 10 -1 -5 22 11 12 20 -4 -3 -10 19 17 -17 -18 -16 -6 -12 -8 -7
right_child=1 13 5 7 9 23 8 -9 14 -11 21 -13 -14 -15 15 16 18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0026832702346822985 0.0016918737086228572 0.00055213272971344363 0.0018101260126603944 0.0011002021844818354 0.00059357981600994874 0.00096115307607921505 0.0017948023569193611 0.001922953248671239 0.0015844794064023928 0.001224468736418412 0.0017746543282916064 0.00019929350292944366 0.0011720692867173146 -0.0001108322703992909 0.0025250959189839005 0.0020145628838372661 0.0017608567012752903 0.0013422557576737854 0.0020365185902395046 0.0020409456123112982 0.0010429270016705657 0.0021599319607032283 0.0013825849789800935 0.0013111095367975569
leaf_weight=59 60 59 85 101 52 56 56 65 67 61 53 61 60 57 54 126 110 60 1304 55 54 103 61 72
leaf_count=59 60 59 85 101 52 56 56 65 67 61 53 61 60 57 54 126 110 60 1304 55 54 103 61 72
internal_value=0 0.00118979 0.00134566 0.00194434 0.000957247 0.00160633 0.00198869 0.00142258 0.00196703 0.000763769 0.00179675 0.000595279 0.00154635 0.000226062 0.00199249 0.00200847 0.00198987 0.00179788 0.0020151 0.00228112 0.000822825 0.00202926 0.00158019 0.00115828
internal_weight=0 833 717 2118 288 429 1952 166 1893 228 301 167 145 116 1776 1709 1600 186 1414 109 106 156 117 128
internal_count=2951 833 717 2118 288 429 1952 166 1893 228 301 167 145 116 1776 1709 1600 186 1414 109 106 156 117 128
is_linear=0
shrinkage=0.0032998


Tree=4051
num_leaves=21
num_cat=0
split_feature=4 1452 14 40 42 480 52 151 52 133 52 13 151 42 475 133 43 42 4 42
split_gain=0.677536 0.516325 0.565759 0.508508 0.563937 0.46913 0.471045 0.827664 0.729056 0.447161 0.366056 0.327409 0.302706 0.298349 0.314473 0.295216 0.237365 0.180797 0.164366 0.112306
threshold=0.24099500000000004 0.093915000000000012 0.082295000000000021 -0.027374999999999997 0.089840000000000017 0.084870000000000015 -0.092084999999999986 0.053170000000000002 -0.079689999999999997 -0.07192999999999998 -0.085009999999999988 -0.087074999999999986 -0.016239999999999994 0.092175000000000021 -0.075169999999999987 -1.0000000180025095e-35 -0.022159999999999996 0.086205000000000018 0.50609000000000004 0.092600000000000016
decision_type=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 19 12 6 11 8 10 -10 -8 -1 -5 14 -13 -14 17 -7 -17 -2
right_child=3 -3 -4 4 -6 16 7 -9 9 -11 -12 13 15 -15 -16 18 -18 -19 -20 -21
leaf_value=0.022968637417446661 0.015594840675620003 -0.0070909178048549383 0.024713681150565478 -0.010594957029574414 -0.018333124567539421 0.020077879312342266 0.001961046267560601 -0.0112603254994816 0.0135578939311795 0.0065818858719078593 -0.01565646800813434 0.0044947439589777304 -0.0065617309056310068 0.0012070747646722526 0.015518961500739817 0.0032121612087858981 0.025340096230487892 0.0072443413780623614 0.015744223372926341 0.0053100423678226795
leaf_weight=68 55 60 61 52 55 52 93 73 336 1166 52 102 52 82 265 70 58 79 52 68
leaf_count=68 55 60 61 52 55 52 93 73 336 1166 52 102 52 82 265 70 58 79 52 68
internal_value=0 0.0083191 0.00869159 0.000895744 -0.00304953 0.00828799 0.00760625 0.00626521 0.00704309 0.00814363 -0.00434457 0.0120643 0.000661976 0.0104088 0.0124599 0.00403644 0.0163475 0.0123523 0.00856842 0.00992354
internal_weight=0 2547 2487 404 281 2426 2237 1720 1647 1502 145 517 226 449 367 174 189 131 122 123
internal_count=2951 2547 2487 404 281 2426 2237 1720 1647 1502 145 517 226 449 367 174 189 131 122 123
is_linear=0
shrinkage=0.16829


Tree=4052
num_leaves=11
num_cat=0
split_feature=10 10 16 16 1456 481 484 1447 1446 4
split_gain=0.585924 1.68289 0.346862 0.656197 0.384677 0.440809 0.479114 0.394839 0.354169 0.301759
threshold=-0.16262499999999996 -0.063134999999999983 -0.54752499999999993 -0.52819999999999989 -0.16480999999999998 -0.082509999999999986 -0.082054999999999975 -0.08027999999999999 0.088690000000000005 -0.37626499999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 6 -6 8 -7 -9
right_child=1 2 3 4 5 7 -8 9 -10 -11
leaf_value=0.022011768102848259 -0.022901696591778646 0.019080806006179847 -0.011675458630060068 -0.0052296406829157056 0.0080312902605940081 0.0054936672246926072 0.028825800291658626 0.013237287585819183 -0.01369977656807941 0.0061516798919179338
leaf_weight=64 57 59 58 78 80 57 52 185 52 2209
leaf_count=64 57 59 58 78 80 57 52 185 52 2209
internal_value=0 0.00572124 0.00629838 0.00602557 0.00640466 0.00674973 0.0162367 0.0062487 -0.00364636 0.00669998
internal_weight=0 2887 2830 2771 2713 2635 132 2503 109 2394
internal_count=2951 2887 2830 2771 2713 2635 132 2503 109 2394
is_linear=0
shrinkage=0.16829


Tree=4053
num_leaves=13
num_cat=0
split_feature=121 3 158 484 14 1453 3 0 160 0 12 160
split_gain=0.47096 0.6735 0.33181 0.339419 0.424666 0.388608 0.40147 1.29298 0.33392 0.295898 0.468853 0.217451
threshold=-0.070209999999999981 0.3148450000000001 0.12651500000000002 -0.077539999999999984 0.081185000000000021 -0.075794999999999987 -0.15500999999999998 0.064400000000000013 -0.54243999999999992 -0.086414999999999978 0.087745000000000004 -0.020114999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 -5 7 -7 -8 11 -11 -2
right_child=1 -3 -4 4 -6 6 8 -9 -10 10 -12 -13
leaf_value=0.020489925383422689 0.011221694785029757 -0.010761741354792071 -0.0079924694897473177 -0.0092702580866262253 0.018348572014343329 -0.024603176336683713 0.01793357469903015 0.009198346336522242 0.0049819095379442591 0.026616195322078783 0.0073795382842441722 -0.0023351710134479047
leaf_weight=55 77 77 53 57 64 53 58 81 2172 67 78 59
leaf_count=55 77 77 53 57 64 53 58 81 2172 67 78 59
internal_value=0 0.00475918 0.00518376 0.00543689 0.00480871 0.00445004 0.00478162 -0.00415751 0.00531957 0.0109857 0.0162806 0.0053272
internal_weight=0 2896 2819 2766 2485 2421 2364 134 2230 281 145 136
internal_count=2951 2896 2819 2766 2485 2421 2364 134 2230 281 145 136
is_linear=0
shrinkage=0.16829


Tree=4054
num_leaves=22
num_cat=0
split_feature=4 1 1 4 47 151 47 15 1 0 3 0 3 0 15 13 15 3 4 15 51
split_gain=14.3359 3.38966 2.6496 2.19668 1.47911 1.36852 1.31536 0.854312 0.719637 0.685016 0.661758 0.90625 0.65788 0.56342 0.496376 0.442578 0.353546 0.362846 0.330759 0.263497 0.218279
threshold=0.27998000000000006 0.10075500000000003 0.13654500000000003 -0.15366499999999997 0.085585000000000008 0.053170000000000002 0.11230000000000001 -0.16749999999999998 0.10726500000000001 -0.071299999999999988 0.084670000000000009 -0.15127999999999997 -0.097199999999999995 -0.11327499999999999 -0.45371999999999996 -0.079604999999999995 -0.46483499999999994 -0.11266 -0.47860499999999995 0.10189000000000002 -0.045524999999999989
decision_type=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 20 8 7 -6 -1 -5 10 11 -9 -11 -13 -4 -10 -2 -18 -14 -20 -3
right_child=2 3 14 4 6 -7 -8 9 15 12 -12 13 18 -15 -16 -17 17 -19 19 -21 -22
leaf_value=0.0015980466650911153 0.0008408756386744299 0.0011386458763773298 0.0002528334403093775 0.0002842100501749778 0.0014168175838412359 0.00078304998750230732 0.00074674409494226307 0.0016884408769968374 0.00051694498028944259 0.00084285378833576425 0.00094712546706772959 0.00098734106571181954 0.0013891017068522261 0.0012706352786998228 -0.00018932389317739267 0.00090723565386448333 0.00076717446293887183 0.00041836012105144881 0.001053024563096888 0.0012839183999251312 0.0014351772791759687
leaf_weight=70 70 52 52 62 56 75 75 55 62 84 73 82 63 1427 59 66 53 86 190 78 61
leaf_count=70 70 52 52 62 56 75 75 55 62 84 73 82 63 1427 59 66 53 86 190 78 61
internal_value=0 0.00116971 0.000429838 0.000902911 0.000763357 0.0012224 0.00103346 0.00123791 0.000576945 0.00122561 0.00125612 0.00127052 0.00110515 0.00125526 1.74955e-05 0.000718464 0.000648665 0.000551615 0.00117161 0.00112036 0.00129903
internal_weight=0 2631 320 434 321 2197 131 2122 190 2052 1637 1564 415 1509 111 128 209 139 331 268 113
internal_count=2951 2631 320 434 321 2197 131 2122 190 2052 1637 1564 415 1509 111 128 209 139 331 268 113
is_linear=0
shrinkage=0.0032998


Tree=4055
num_leaves=16
num_cat=0
split_feature=15 15 12 49 1446 15 2 11 2 1 1 12 457 49 12
split_gain=0.619447 0.747919 0.540321 0.412916 0.373226 0.300315 0.291917 0.549083 0.54647 0.529011 1.05795 0.465742 0.370305 0.345069 0.375014
threshold=-0.2987999999999999 -0.45775499999999997 -0.11319999999999998 -0.15734499999999998 0.10250500000000001 -0.50173499999999993 0.093320000000000014 0.077905000000000016 -0.0098549999999999974 0.081540000000000015 0.10198500000000001 0.023990000000000004 0.041025000000000006 0.11151500000000002 0.093315000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 6 -1 7 8 -5 13 -11 -12 -10 14 -8
right_child=2 -3 3 4 -6 -7 9 -9 12 10 11 -13 -14 -15 -16
leaf_value=-0.0030689452160084785 0.020848410623471397 -0.016748803450144765 -0.0076348685324209176 -0.0073315366911515297 0.017485440552286992 0.012879805979100817 0.010235364718884827 0.020899931084821341 0.0051200114516370722 -0.018424338946422113 0.0078692514051102325 -0.0076446188360558848 0.014862754237065698 0.015082380160372312 -0.0004494506129310945
leaf_weight=85 58 86 78 94 64 55 144 65 1430 94 161 83 120 86 262
leaf_count=85 58 86 78 94 64 55 144 65 1430 94 161 83 120 86 262
internal_value=0 -0.00439322 0.00476985 0.00442134 0.0047833 0.0031838 0.00446241 0.00572047 0.00511921 0.00186986 -0.00325279 0.00258463 0.00587545 0.00539273 0.00333581
internal_weight=0 226 2739 2681 2603 140 2539 1709 1644 830 338 244 1550 492 406
internal_count=2965 226 2739 2681 2603 140 2539 1709 1644 830 338 244 1550 492 406
is_linear=0
shrinkage=0.16829


Tree=4056
num_leaves=25
num_cat=0
split_feature=1 52 2 52 47 1 2 1 52 2 0 0 15 15 0 0 4 482 43 151 1 52 4 4
split_gain=60.2151 11.7933 6.69854 6.65266 5.27891 3.40134 3.19278 2.20498 2.24084 1.82524 1.87381 1.35879 1.32835 1.38451 1.24315 1.00819 1.41235 0.935286 0.808743 0.630162 1.11519 0.531875 0.27111 0.170358
threshold=0.10398500000000001 -0.41694999999999993 0.094765000000000016 0.12484500000000003 0.10364500000000001 0.13074500000000003 0.12860500000000002 0.089370000000000019 -0.092084999999999986 -1.0000000180025095e-35 -0.22480499999999998 -0.14867499999999997 -0.2987999999999999 -0.43587999999999999 -0.11073999999999999 0.040570000000000002 0.053925000000000008 0.10022500000000002 -0.081694999999999976 -0.03268999999999999 0.11277000000000001 -0.46007999999999999 -0.060239999999999995 0.18572000000000002
decision_type=2 2 2 2 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 19 7 15 -9 -1 -11 -12 13 -7 -13 16 18 21 -4 -3 -21 -16 -20 -18
right_child=1 3 6 -5 -6 12 -8 8 -10 10 11 14 -14 -15 17 -17 23 -19 22 20 -22 -23 -24 -25
leaf_value=0.0017639819577244485 0.0022323627731724118 0.00059045857411908732 0.0024954134403304767 0.0016732795735135537 0.0014433713581146243 0.0003174464984828895 0.0010538398309279833 0.0019904555778192785 0.0010734959370069881 0.0016465786897066307 0.0027480070102038155 0.0017705840073320457 0.00060404158718678415 -0.00039121704848519407 0.0019790471952131684 0.001588808969500758 0.0017001721359588785 0.0018700979263531793 0.0022683656859334099 0.00067908320648062495 0.0012588182910008299 0.0023149284582210908 0.0019933791147559929 0.0019417678859620915
leaf_weight=84 76 85 80 91 87 71 52 55 62 52 67 54 64 52 55 54 80 58 64 78 68 1303 114 59
leaf_count=84 76 85 80 91 87 71 52 55 62 52 67 54 64 52 55 54 80 58 64 78 68 1303 114 59
internal_value=0 0.00100792 0.00213126 0.000851727 0.000703615 0.000549562 0.00183797 0.00190969 0.00150485 0.00223993 0.00226507 0.00228597 0.000218471 1.75625e-05 0.00226489 0.00201464 0.00207248 0.00228371 0.00221754 0.000817435 0.000949338 0.00230135 0.00209245 0.00180297
internal_weight=0 672 2293 596 505 418 620 568 117 1673 1589 1537 187 123 1470 451 397 1416 258 231 146 1358 178 139
internal_count=2965 672 2293 596 505 418 620 568 117 1673 1589 1537 187 123 1470 451 397 1416 258 231 146 1358 178 139
is_linear=0
shrinkage=0.0032998


Tree=4057
num_leaves=13
num_cat=0
split_feature=45 0 40 151 150 0 2 0 13 151 43 13
split_gain=0.513279 0.603936 0.440882 0.4136 0.426042 0.302655 0.635921 0.704534 0.340362 0.344963 0.30296 0.195618
threshold=0.08179500000000002 -0.23215999999999995 -0.08440499999999998 -0.29526499999999994 0.11717500000000002 -0.029849999999999998 0.11426500000000002 0.044695000000000006 0.06211500000000001 0.078505000000000019 -0.31011999999999995 -0.0094049999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 -4 5 8 7 -7 9 -5 -10 -3
right_child=-2 2 3 4 -6 6 -8 -9 10 -11 -12 -13
leaf_value=-0.013210253971436842 0.021302321627172886 0.0015640947767456951 0.020073090090154004 0.0063293830043753847 -0.0079941998484125733 -0.010299589897618129 -0.014792261964857426 0.0098148944431191466 0.006327466662615344 0.019291958204925914 -0.0064426646077520959 -0.012294280113151708
leaf_weight=53 53 58 53 2042 69 68 62 179 100 60 111 57
leaf_count=53 53 58 53 2042 69 68 62 179 100 60 111 57
internal_value=0 0.00458083 0.00491127 0.00533942 0.00504857 0.00539249 0.000439419 0.00427003 0.0060534 0.00670024 -0.000381955 -0.00528922
internal_weight=0 2912 2859 2744 2691 2622 309 247 2313 2102 211 115
internal_count=2965 2912 2859 2744 2691 2622 309 247 2313 2102 211 115
is_linear=0
shrinkage=0.16829


Tree=4058
num_leaves=16
num_cat=0
split_feature=44 2 51 151 1446 48 51 51 148 157 157 13 12 13 50
split_gain=0.337314 0.381106 0.401671 0.643039 0.366765 0.346395 0.353151 0.345149 0.409154 0.337177 0.304189 0.416911 0.230791 0.561863 0.194131
threshold=1.0000000180025095e-35 0.10859000000000001 -0.17370999999999998 0.053170000000000002 0.092380000000000018 0.12737000000000001 0.10072000000000002 -0.10328999999999998 -0.082084999999999977 -0.082189999999999999 -0.0042999999999999991 0.060680000000000005 0.097145000000000023 -0.11210999999999999 -0.041284999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 7 6 10 -4 -9 -10 -3 12 13 -12 -1
right_child=-2 5 3 -5 -6 -7 -8 8 9 -11 11 -13 -14 -15 -16
leaf_value=0.0071205193079510523 0.017373731326282258 0.0091068553391099021 -0.0073416204909040128 -0.0095929318927134681 0.016835157116027913 -0.012316815023485585 0.014171930762226937 0.018536690290324599 0.01142380661227565 0.0037131658283971938 0.015470552922595505 -0.013771224231010121 -0.0066668272125493342 -0.0028484081131297996 0.020972882020856874
leaf_weight=55 53 81 68 91 70 59 54 60 177 1767 73 72 89 135 61
leaf_count=55 53 81 68 91 70 59 54 60 177 1767 73 72 89 135 61
internal_value=0 0.00381607 0.00475863 0.00425591 0.0048451 -0.000113345 0.00131167 0.00443916 0.00483981 0.00441614 -0.000227567 -0.00228146 0.000497894 0.00357221 0.0144204
internal_weight=0 2912 2349 2233 2142 563 504 2072 2004 1944 450 369 297 208 116
internal_count=2965 2912 2349 2233 2142 563 504 2072 2004 1944 450 369 297 208 116
is_linear=0
shrinkage=0.16829


Tree=4059
num_leaves=26
num_cat=0
split_feature=4 3 3 3 0 43 43 159 0 4 0 4 124 47 0 159 0 43 133 4 4 4 159 13 0
split_gain=22.9208 9.05067 3.4589 2.30464 2.25045 1.69509 1.34451 1.16871 1.15923 0.966896 1.0453 2.1645 0.927234 0.710805 1.37572 0.683162 0.569541 0.555198 0.640992 0.470133 0.470106 0.451559 0.354963 0.325987 0.220069
threshold=0.31392000000000003 -0.049204999999999992 0.28833000000000003 -0.13827999999999999 -0.14867499999999997 -0.041049999999999996 -0.094299999999999981 0.073745000000000019 -0.11167499999999998 0.053330000000000009 -0.041534999999999996 -0.42305999999999994 -1.0000000180025095e-35 0.077735000000000012 -0.22745499999999999 0.084135000000000001 -0.06612999999999998 -0.081189999999999984 -0.43510999999999994 -0.084384999999999988 0.064860000000000015 -0.018964999999999999 0.10406000000000001 -0.087074999999999986 -0.10071499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -2 -1 6 -3 13 -5 10 17 -12 -10 14 -7 20 -8 22 -19 -20 -11 -16 23 -6 -22
right_child=3 2 -4 8 9 7 16 -9 12 15 11 -13 -14 -15 21 -17 -18 18 19 -21 24 -23 -24 -25 -26
leaf_value=0.0026545572889065581 0.0015249717834888972 0.0018313304419378977 0.000836730643467546 0.0011392319523278796 0.0024551723922976807 0.0011483976032100334 0.0014148639655364849 0.0022029623000684004 0.00096826884003649511 0.0014628783113216398 0.0021162126048812117 0.0013442075755537367 0.00043864561511256178 0.0020104030005529305 0.0015848307554778922 0.0021288605896346252 0.00095240180491357109 0.0023170567802522964 0.002182830937807126 0.001986298470569635 0.0016960741246914409 0.0019686189893976624 0.0019105452286294284 0.0021724657990105085 0.0019792845927658074
leaf_weight=66 76 56 61 101 52 52 66 67 66 52 100 66 80 65 67 65 53 87 163 829 62 70 52 427 64
leaf_count=66 76 56 61 101 52 52 66 67 66 52 100 66 80 65 67 65 53 87 163 829 62 70 52 427 64
internal_value=0 0.00195332 0.00157938 0.00102187 0.0020532 0.00167064 0.00140848 0.00181346 0.000866924 0.00203353 0.0020604 0.00180948 0.000678306 0.00171057 0.00160727 0.00183696 0.00120919 0.00208625 0.00204272 0.00201863 0.00173017 0.00178118 0.00217463 0.00220323 0.00184021
internal_weight=0 2642 557 323 2085 496 175 321 247 2019 1776 166 146 254 189 243 119 1610 1079 992 178 137 531 479 126
internal_count=2965 2642 557 323 2085 496 175 321 247 2019 1776 166 146 254 189 243 119 1610 1079 992 178 137 531 479 126
is_linear=0
shrinkage=0.0032998


Tree=4060
num_leaves=26
num_cat=0
split_feature=1 3 3 4 1 52 151 2 3 147 3 1 2 159 15 159 1 47 131 47 3 49 1 52 4
split_gain=23.1064 4.36072 3.12509 2.66097 1.45654 1.33583 1.27984 0.990229 1.41512 0.979867 1.35907 0.958951 0.761037 0.484058 0.714579 0.473795 0.427358 0.419346 0.43068 0.401223 0.388316 0.253168 0.235682 0.214542 0.173552
threshold=0.10921500000000002 0.28833000000000003 -0.026279999999999998 0.41377500000000006 0.094715000000000008 -0.060344999999999996 -0.065174999999999983 0.10121500000000001 -0.096099999999999977 0.085900000000000018 -0.15755 0.13074500000000003 0.10979000000000001 0.085035000000000013 -0.036279999999999993 0.10862000000000001 0.14228000000000005 0.084955000000000017 0.078355000000000022 0.09717000000000002 -0.074679999999999983 0.076125000000000012 0.081905000000000019 0.047800000000000009 0.055765000000000002
decision_type=2 2 2 2 2 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 6 13 -6 -2 9 -9 10 -1 -5 19 14 22 17 -3 18 -12 -8 24 -19 -4 -22 -10
right_child=1 16 4 11 5 -7 12 8 20 -11 15 -13 -14 -15 -16 -17 -18 21 -20 -21 23 -23 -24 -25 -26
leaf_value=0.0018657296788213359 0.00045120660901310032 0.00013276994986551659 0.0014061202270731639 0.00060365763247161627 0.001032856319198898 0.00040805862320185767 0.0013907157467604699 0.00082496168294427256 0.0015441487428723563 0.00091380374148428774 0.001348688218815178 0.00012268902330608446 0.00071426163430880199 0.0014016384944186349 0.00083277705306767508 0.0010387829651524187 -0.00026159660829795135 0.0012879853548595432 0.0015096741071673309 0.0010110628679912814 0.0010134063563692203 0.0010012675618062978 0.0010866195164491667 0.0012811853897655222 0.001289548452213563
leaf_weight=57 55 67 52 91 79 71 53 101 64 55 1124 90 59 63 82 54 54 103 221 74 60 52 52 77 59
leaf_count=57 55 67 52 91 79 71 53 101 64 55 1124 90 59 63 82 54 54 103 221 74 60 52 52 77 59
internal_value=0 0.000509033 0.00126218 0.000667382 0.000994881 0.000737354 0.000894565 0.00131478 0.00115741 0.00134886 0.00136369 0.000364697 0.00102548 0.00114988 0.00106441 0.00134526 -4.29372e-05 0.00135627 0.00137517 0.00116978 0.00128642 0.00119202 0.00124671 0.00116417 0.00142231
internal_weight=0 543 2426 422 399 150 241 2027 361 1666 1611 181 186 249 186 1554 121 1500 1345 127 260 155 104 137 123
internal_count=2969 543 2426 422 399 150 241 2027 361 1666 1611 181 186 249 186 1554 121 1500 1345 127 260 155 104 137 123
is_linear=0
shrinkage=0.0032998


Tree=4061
num_leaves=17
num_cat=0
split_feature=0 9 49 14 15 12 49 2 15 0 11 52 159 475 123 12
split_gain=0.681476 0.910761 0.494148 0.469269 1.36993 0.464176 0.440296 0.86955 0.723618 0.386864 0.340021 0.496729 0.395277 0.383045 0.326595 1.1324
threshold=-0.10071499999999999 -1.0000000180025095e-35 -0.14757499999999998 1.0000000180025095e-35 -0.032519999999999993 -0.093719999999999984 -0.00025999999999999992 0.11558500000000001 -0.090909999999999977 -0.13165999999999997 0.079225000000000004 -0.22118499999999996 0.11813500000000002 -0.085774999999999976 0.083005000000000009 -0.0066799999999999993
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 -1 8 9 -7 -8 12 -12 13 -4 15 -15
right_child=1 2 10 -5 -6 6 7 -9 -10 -11 11 -13 -14 14 -16 -17
leaf_value=-0.0079062726802586122 -0.0094252567870718538 0.02453983100718099 -0.00087374855936781111 0.01289865940157638 -0.018112129989740093 -0.015582725368174892 0.028148435254035431 -0.0054375703310184428 0.0093063346290551477 0.010206243584213258 0.009910646453202214 -0.012831940313288449 -0.0015600255352428351 0.030495429161647922 -2.2639799448570116e-05 0.0093679469265734883
leaf_weight=76 82 54 101 89 99 55 68 58 83 69 57 52 101 75 92 1758
leaf_count=76 82 54 101 89 99 55 68 58 83 69 57 52 101 75 92 1758
internal_value=0 0.00799091 0.00861533 0.00162567 -0.00034578 0.00395024 0.00666163 0.01181 -0.0006002 0.019125 0.00822995 -0.000922546 0.00869982 0.00921218 0.0097423 0.0102334
internal_weight=0 2372 2290 597 508 409 333 195 138 137 2236 109 2127 2026 1925 1833
internal_count=2969 2372 2290 597 508 409 333 195 138 137 2236 109 2127 2026 1925 1833
is_linear=0
shrinkage=0.16829


Tree=4062
num_leaves=21
num_cat=0
split_feature=3 151 40 150 4 1 12 160 1 0 0 0 4 1454 2 0 4 4 0 1
split_gain=0.864778 0.594539 0.498274 0.491848 0.649804 0.491454 0.627036 0.469763 0.640443 1.30704 0.420804 0.413712 0.479786 0.49434 0.31457 0.308381 0.292656 0.1704 0.141288 0.126587
threshold=-0.008624999999999999 0.084350000000000008 -0.082804999999999976 0.11315500000000002 0.51395000000000002 0.10123500000000001 0.088365000000000013 0.052555000000000011 0.10423500000000001 -0.10998999999999999 0.040570000000000002 -0.050704999999999993 -0.10429499999999998 0.083660000000000026 0.099185000000000009 -0.14043999999999998 -0.040394999999999993 0.056815000000000011 -0.066574999999999981 0.11744000000000002
decision_type=2 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 10 -7 8 9 -2 11 12 -4 -14 -11 -10 -8 -18 -17 -19
right_child=3 -3 5 -5 -6 6 16 -9 15 14 -12 -13 13 -15 -16 18 17 19 -20 -21
leaf_value=0.018038889774036355 -0.023412936811669997 0.02176809183088825 -0.0073170960603072804 -0.015651809218441861 -0.013530976223515005 -0.011808485497056835 0.014294037696041585 0.013867943751654089 0.016904736806865463 0.013403623189439436 -0.0059384212303341928 0.022197455401200807 0.0082583244630624851 -0.0054454478205707329 -0.004326258474538618 -0.0034741546270878384 -0.0064609844233829965 -0.0011241875441848662 0.0086882099465791212 0.010226322536027361
leaf_weight=102 74 75 63 53 72 92 64 100 69 62 68 53 1615 78 52 55 58 53 53 58
leaf_count=102 74 75 63 53 72 92 64 100 69 62 68 53 1615 78 52 55 58 53 53 58
internal_value=0 0.00701225 0.00653114 -0.000182469 0.00134096 0.00599727 -3.92448e-05 0.00364757 0.000842545 -0.00599201 0.00704344 0.00753242 0.00708877 0.0076259 0.00530055 0.008112 0.00460013 0.000918429 0.00247778 0.00479052
internal_weight=0 2379 2304 590 537 2202 325 465 365 188 1877 1809 1756 1693 114 177 233 169 108 111
internal_count=2969 2379 2304 590 537 2202 325 465 365 188 1877 1809 1756 1693 114 177 233 169 108 111
is_linear=0
shrinkage=0.16829


Tree=4063
num_leaves=20
num_cat=0
split_feature=3 13 51 0 42 41 41 0 16 0 16 15 457 15 0 42 13 3 15
split_gain=0.686936 0.695591 0.484473 0.623648 0.520499 0.461118 0.663494 0.486018 1.24587 0.380456 0.378073 0.439263 0.422351 0.391324 0.398715 0.34482 0.304977 0.237162 0.211719
threshold=0.11745500000000002 -0.36115499999999995 0.087425000000000017 -0.036459999999999992 0.090775000000000008 0.088100000000000012 0.075585000000000013 -0.12851999999999997 -0.33811499999999994 -0.15029999999999996 -0.010034999999999999 0.11743500000000003 1.0000000180025095e-35 -0.036279999999999993 -0.061204999999999989 -0.03157999999999999 -0.080519999999999994 0.31966500000000003 -0.084904999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 5 4 15 6 7 8 -1 -10 11 12 -9 16 -15 -4 -12 -2 -17
right_child=1 -3 3 -5 -6 -7 -8 10 9 -11 13 -13 -14 14 -16 18 -18 -19 -20
leaf_value=0.01269948551029682 0.011154074558474844 -0.015101319274136106 0.0030235618816082501 0.026548336881564862 -0.0034156110047031531 -0.0096266395306697384 0.021218932223091853 0.0057360691296723309 -0.0059824861107245549 -0.025276578723402936 -0.0016899336738970369 0.02225986918777853 0.020987982972803496 0.0031451910921573736 -0.0070269345429375442 0.01183917157046533 0.0090904450353330411 -0.0027557491683207853 0.02637537751491377
leaf_weight=80 63 96 65 63 80 63 69 1122 66 52 99 52 54 277 180 64 295 77 52
leaf_count=80 63 96 65 63 80 63 69 1122 66 52 99 52 54 277 180 64 295 77 52
internal_value=0 -0.00406446 0.00539483 0.0115082 0.0078709 0.00457187 0.00495393 0.00446026 -0.00350135 -0.0145002 0.00521937 0.00710939 0.00643794 0.00248995 -0.000857404 0.0128693 0.00637711 0.00349084 0.0183709
internal_weight=0 236 2733 324 261 2409 2346 2277 198 118 2079 1228 1176 851 457 181 394 140 116
internal_count=2969 236 2733 324 261 2409 2346 2277 198 118 2079 1228 1176 851 457 181 394 140 116
is_linear=0
shrinkage=0.16829


Tree=4064
num_leaves=9
num_cat=0
split_feature=3 1 1 41 2 376 2 4
split_gain=0.559017 0.638516 0.687503 0.337596 0.517789 0.349009 0.403597 0.366509
threshold=0.35004500000000011 0.14602500000000004 0.13707500000000003 0.088100000000000012 -0.085784999999999986 0.084435000000000024 -1.0000000180025095e-35 -0.021669999999999998
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8
right_child=-2 -3 -4 -5 5 -7 7 -9
leaf_value=0.017907643012462046 -0.010190447363526988 0.02188320152836808 -0.014568605886791521 -0.0070250780289273567 -0.010434830724523173 0.015252450598604184 0.0060146523997167628 0.0019166726307807277
leaf_weight=80 78 57 56 73 55 78 1346 1146
leaf_count=80 78 57 56 73 55 78 1346 1146
internal_value=0 0.00424112 0.00388565 0.00425831 0.00456348 0.00415611 0.00381559 0.00413083
internal_weight=0 2891 2834 2778 2705 2625 2547 2492
internal_count=2969 2891 2834 2778 2705 2625 2547 2492
is_linear=0
shrinkage=0.16829


Tree=4065
num_leaves=14
num_cat=0
split_feature=147 0 3 0 41 1 124 42 3 42 42 16 2
split_gain=0.53553 0.51602 0.487868 0.519683 0.495358 0.586986 0.427242 0.469941 0.571959 0.715944 0.553497 0.548659 0.507846
threshold=0.089245000000000005 -0.096849999999999978 0.28833000000000003 -0.108275 0.075585000000000013 0.085550000000000015 0.0049200000000000008 -0.14592499999999997 -0.093419999999999989 0.084805000000000005 0.11966500000000001 -0.082359999999999989 0.084275000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 6 -6 7 -1 9 12 11 -10 -9
right_child=1 -3 3 -5 5 -7 -8 8 10 -11 -12 -13 -14
leaf_value=0.016105398257559578 -0.019144781489275065 0.0027356527082904223 0.0042086852815207158 -0.018801537293230784 0.0041228510449306073 0.025971045313315056 -0.010447426673824591 0.0051440139152311168 0.0012975318810360659 0.014821999856530601 -0.0079380234319609937 0.0070779556207670657 -0.010579952789245717
leaf_weight=85 59 63 55 56 80 62 61 80 726 54 98 1298 212
leaf_count=85 59 63 55 56 80 62 61 80 726 54 98 1298 212
internal_value=0 -0.00783114 0.00354932 -0.00738389 0.00399032 0.0136749 0.00346354 0.00379662 0.00337197 -0.0029695 0.00440682 0.00500543 -0.00626586
internal_weight=0 122 2867 111 2756 142 2614 2553 2468 346 2122 2024 292
internal_count=2989 122 2867 111 2756 142 2614 2553 2468 346 2122 2024 292
is_linear=0
shrinkage=0.16829


Tree=4066
num_leaves=21
num_cat=0
split_feature=1 3 4 2 14 52 124 3 2 1 2 457 52 42 52 52 15 4 13 15
split_gain=33.2899 5.74686 2.49515 2.34402 1.91574 1.85406 1.52719 1.46004 1.30427 0.989356 0.813318 0.659655 0.630497 0.58941 0.531396 0.529918 0.611115 0.48452 0.543036 0.417898
threshold=0.10575500000000002 -0.053364999999999996 0.24099500000000004 0.10656 0.073890000000000011 0.056265000000000009 -0.080429999999999988 0.30863500000000005 -1.0000000180025095e-35 0.11617500000000001 0.087605000000000002 0.08351500000000002 -0.0037699999999999995 0.11603500000000001 -0.53299999999999992 -0.0078749999999999983 -0.0062949999999999994 -0.0005399999999999999 -1.0000000180025095e-35 -0.088484999999999994
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 9 6 7 -1 8 -3 -2 15 13 -10 14 -12 16 19 18 -17 -8
right_child=1 5 -4 -5 -6 -7 10 -9 12 -11 11 -13 -14 -15 -16 17 -18 -19 -20 -21
leaf_value=0.0012341322765460302 0.0018829269666501812 0.00021107636849545101 0.0011527196867256505 0.00084881180637969489 0.0021812469350446563 0.00099108252255665562 0.0015519032121881469 8.7314830574273581e-05 0.00093465447071670535 0.0012939308022586941 0.0019140993068620369 0.0013510117740656599 0.00052292784513037287 0.0013965203046933726 0.0016562497813265378 0.001819217239252584 0.0014062005266884613 0.0020298842918145092 0.001541268813123998 0.0018616623377043021
leaf_weight=80 55 66 94 89 88 99 79 80 96 73 100 83 71 86 794 554 84 100 91 127
leaf_count=80 55 66 94 89 88 99 79 80 96 73 100 83 71 86 794 554 84 100 91 127
internal_value=0 0.000826227 0.00168068 0.00126098 0.00170257 0.000597158 0.00168321 0.000472449 0.000604533 0.00154729 0.00170032 0.00163576 0.00075982 0.00165984 0.00168513 0.00176659 0.0016456 0.00181364 0.00178006 0.00174304
internal_weight=0 629 2360 217 2266 412 2178 313 233 128 2098 1063 167 980 894 1035 290 745 645 206
internal_count=2989 629 2360 217 2266 412 2178 313 233 128 2098 1063 167 980 894 1035 290 745 645 206
is_linear=0
shrinkage=0.0032998


Tree=4067
num_leaves=13
num_cat=0
split_feature=132 147 2 40 9 1452 4 0 3 14 0 4
split_gain=0.489412 0.421432 0.40872 0.399565 0.377999 0.389103 0.376539 1.30255 1.00649 0.620857 0.358077 0.227389
threshold=-0.26631499999999991 0.089245000000000005 0.10233000000000002 -0.084754999999999983 1.0000000180025095e-35 0.09086000000000001 -0.39175499999999991 -0.046614999999999997 -0.014924999999999999 -0.13131999999999996 0.056895000000000008 -0.0096349999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 11 5 6 10 9 -9 -8 -5 -2
right_child=1 2 -4 4 -6 -7 7 8 -10 -11 -12 -13
leaf_value=0.01921503332836241 0.0013118819561244686 -0.017351653127155822 0.0024730233789995466 0.020775580424969044 0.015754481050458 0.015646507809766137 0.019580182903631855 -0.0020978044618476925 -0.030659983875229793 0.0035808009777938089 0.0044000225427826851 -0.014183349019273244
leaf_weight=57 55 53 66 68 79 78 71 103 53 2168 86 52
leaf_count=57 55 53 66 68 79 78 71 103 53 2168 86 52
internal_value=0 0.00346251 -0.00634136 0.00387789 0.00427712 0.00393128 0.00357209 0.00305241 -0.0118131 0.00408895 0.0116425 -0.00620172
internal_weight=0 2932 119 2813 2706 2627 2549 2395 156 2239 154 107
internal_count=2989 2932 119 2813 2706 2627 2549 2395 156 2239 154 107
is_linear=0
shrinkage=0.16829


Tree=4068
num_leaves=20
num_cat=0
split_feature=1 12 1 123 4 4 4 15 160 12 43 12 47 15 4 0 0 159 1
split_gain=33.2877 5.83262 3.69963 3.46623 2.30556 1.47675 1.10606 1.41087 0.874129 0.696792 0.683358 0.679173 1.1626 1.13918 0.815801 0.84622 0.718117 0.577628 0.517148
threshold=0.10557500000000002 0.085075000000000026 0.13205500000000003 0.080635000000000012 -0.15366499999999997 0.24099500000000004 0.056815000000000011 -0.26361999999999991 -1.0000000180025095e-35 0.11582000000000002 -0.073079999999999992 0.056995000000000011 0.077735000000000012 -1.0000000180025095e-35 -0.47860499999999995 -0.061674999999999994 -0.14680499999999999 0.079875000000000015 0.11378500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 18 5 -2 9 -6 8 -8 11 -10 12 13 -1 -13 16 -16 -15 -3
right_child=1 2 -4 -5 6 -7 7 -9 10 -11 -12 14 -14 17 15 -17 -18 -19 -20
leaf_value=0.00096429872714702265 0.0010286273395159196 0.001543799144490015 0.00031227486898984398 0.00083102519742337864 -2.4786371498014808e-05 0.001045754766714893 0.00049127098506275763 0.00071665702533516668 -0.0002439230376525883 0.001181364058996211 0.00028845007092689423 0.0019345444290781695 0.0017869915972556834 0.0016284328060910476 0.0019132385346994666 0.00119104125411756 0.0015238308366571785 0.0011783910256491484 0.001153217800685798
leaf_weight=91 52 62 55 93 93 82 75 95 52 74 53 54 55 78 54 82 1641 53 95
leaf_count=91 52 62 55 93 93 82 75 95 52 74 53 54 55 78 54 82 1641 53 95
internal_value=0 0.000603327 0.00104961 0.00145625 0.000377977 0.00148191 0.000285941 0.000391152 0.000219162 0.00149829 2.44631e-05 0.0015094 0.00135601 0.00124907 0.00153258 0.00152035 0.00153626 0.00144662 0.00130768
internal_weight=0 632 212 2357 420 2264 368 275 180 2182 105 2108 277 222 1831 1777 1695 131 157
internal_count=2989 632 212 2357 420 2264 368 275 180 2182 105 2108 277 222 1831 1777 1695 131 157
is_linear=0
shrinkage=0.0032998


Tree=4069
num_leaves=10
num_cat=0
split_feature=52 1419 3 0 3 3 3 12 129
split_gain=0.402801 0.527603 0.489272 0.930754 0.825268 0.762351 0.975448 0.318292 0.288787
threshold=-0.53299999999999992 0.084485000000000018 -0.18945499999999996 0.10446500000000002 -0.14884499999999998 0.41720500000000005 0.28833000000000003 0.091945000000000013 0.088210000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 -4 6 8 -1 -6
right_child=1 -3 3 -5 5 -7 -8 -9 -10
leaf_value=0.020031571206094917 -0.0093000696414613677 -0.011441258623064447 0.020552727791902106 -0.015045858094191128 0.004971373413157917 0.024491959952073684 -0.015976454935366553 0.0051906752257012273 -0.0021590489338867177
leaf_weight=78 76 64 92 68 2231 52 68 87 173
leaf_count=78 76 64 92 68 2231 52 68 87 173
internal_value=0 0.00365726 0.00400802 0.00438552 0.0048913 0.00431973 0.00389467 0.0122173 0.0044575
internal_weight=0 2824 2760 2684 2616 2524 2472 165 2404
internal_count=2989 2824 2760 2684 2616 2524 2472 165 2404
is_linear=0
shrinkage=0.16829


Tree=4070
num_leaves=35
num_cat=0
split_feature=1 3 1 3 4 50 39 15 4 1 15 3 15 15 48 48 402 15 52 3 15 3 50 4 1209 13 4 4 13 15 1213 13 13 15
split_gain=31.892 6.26603 3.43411 2.63382 2.58961 3.56088 2.42698 1.982 2.52284 1.43163 0.999379 1.62428 1.05876 0.973757 0.828369 0.805714 0.767065 0.726278 0.635952 0.894416 0.565227 0.470407 0.45801 0.431165 0.411565 0.439542 0.410244 0.34412 0.322387 0.259064 0.252385 0.195415 0.140707 0.0846181
threshold=0.11156000000000001 -0.049204999999999992 0.091280000000000014 0.31351000000000001 -0.17568999999999999 0.091765000000000013 0.089030000000000012 0.09295500000000001 -0.0058699999999999994 0.12448500000000001 0.039965000000000007 -0.097199999999999995 0.11447500000000001 -0.40166999999999992 0.084565000000000015 0.083980000000000013 0.012085000000000002 -0.0062949999999999994 0.10178500000000001 0.088880000000000015 -0.091664999999999983 -0.090264999999999998 0.10718500000000002 0.22276500000000002 0.083050000000000013 -0.05461499999999999 0.0051950000000000008 -0.0044799999999999987 -0.49410499999999996 0.087985000000000022 -0.086379999999999985 -0.011694999999999999 -0.066869999999999999 0.12625000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 6 -4 7 23 8 15 -2 11 17 16 -8 20 -6 24 -1 19 22 -10 -18 26 -3 25 30 -13 -20 -5 -23 -12 -27 -7 -14
right_child=1 3 4 28 5 32 13 -9 14 -11 12 18 33 -15 -16 -17 21 -19 27 -21 -22 29 -24 -25 -26 31 -28 -29 -30 -31 -32 -33 -34 -35
leaf_value=0.0017901106388324428 0.0017876776114769965 0.0014448702447209872 0.0022062335974936237 0.00048416938034238829 0.000597248899738905 0.0022109795722249337 0.00027871313652007388 0.0019199540514708881 0.0019521250763289998 0.0011109092740441292 0.0016876990851029934 0.0020424541902146908 0.0018463578228926148 0.00090125350869557912 0.0011979822309434614 0.0011747635411589314 0.002548053868101966 0.0013018723587061585 0.0023770878966767766 0.0015338032314625388 0.0014631747240377636 0.0020549672933518537 0.0016593067163922378 0.0010446688819274255 0.0022506235101567803 0.0022210181721109023 0.0018564220160993327 0.0020411872044274089 0.00011562195055929243 0.0023487305160988345 0.0019563420929667261 0.0020320202100171706 0.0019638187654673076 0.0016468828673391997
leaf_weight=75 97 64 85 52 54 56 57 65 53 53 52 402 52 53 52 52 54 61 52 61 52 81 54 56 91 92 199 103 52 60 172 207 54 53
leaf_count=75 97 64 85 52 54 56 57 65 53 53 52 402 52 53 52 52 54 61 52 61 52 81 54 56 91 92 199 103 52 60 172 207 54 53
internal_value=0 0.000988316 0.00191561 0.000736502 0.00167811 0.00157554 0.000933617 0.00140291 0.00127499 0.00154879 0.00198025 0.00190807 0.00205974 0.000578985 0.00154085 0.00088089 0.00210042 0.00157138 0.0019606 0.00191867 0.00171031 0.00228226 0.00195445 0.0012584 0.00204261 0.00200635 0.00198091 0.0021541 0.000300234 0.00218022 0.00189414 0.00209029 0.00208997 0.00174601
internal_weight=0 484 2444 334 523 438 230 328 263 150 1921 1007 914 110 157 106 809 136 871 716 105 195 655 120 614 523 601 155 104 141 224 299 110 105
internal_count=2928 484 2444 334 523 438 230 328 263 150 1921 1007 914 110 157 106 809 136 871 716 105 195 655 120 614 523 601 155 104 141 224 299 110 105
is_linear=0
shrinkage=0.0032998


Tree=4071
num_leaves=22
num_cat=0
split_feature=1 1 10 52 39 3 150 157 52 15 49 15 15 124 49 13 48 15 49 159 15
split_gain=22.656 4.54359 2.7847 2.49973 1.70759 1.65945 1.10109 1.42338 0.954123 1.0776 0.851138 0.706744 0.586529 0.731436 0.691836 0.579047 0.426644 0.425668 0.375576 0.519156 0.141135
threshold=0.11690500000000002 0.098395000000000024 -0.0078549999999999991 -0.40011499999999994 0.087735000000000021 0.17351000000000003 0.089810000000000015 -1.0000000180025095e-35 0.12484500000000003 -0.075094999999999981 -0.0086549999999999978 -0.015539999999999998 -0.12431499999999999 -0.078224999999999989 0.097940000000000013 -0.053999999999999999 0.086410000000000015 -0.10981499999999998 0.085925000000000015 0.073745000000000019 -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
left_child=1 6 -2 -3 5 17 12 -8 9 10 -5 -11 16 -14 18 -16 -1 -4 19 -15 -20
right_child=2 3 4 8 -6 -7 7 -9 -10 11 -12 -13 13 14 15 -17 -18 -19 20 -21 -22
leaf_value=0.0020640908131507566 0.00010520122089711494 0.0017284008723952766 0.00097618981645582041 0.00053114528385068505 0.00045528572645140076 0.00055836499127600225 0.0016233440658072428 0.00093838425986649497 0.0014890576393891673 0.0015367550809453198 0.0010305485377180923 0.0010060746279217923 0.0012213166424291308 0.0016464382859436536 0.0016506440320166438 0.0012528582231770508 0.0016894828915848634 0.0013607843167615238 0.0016994967054154517 0.0014568047456551953 0.0019360733469552598
leaf_weight=53 76 84 54 63 97 65 73 61 54 52 92 59 53 1350 68 100 95 78 59 182 60
leaf_count=53 76 84 54 63 97 65 73 61 54 52 92 59 53 1350 68 100 95 78 59 182 60
internal_value=0 0.00154256 0.000668779 0.00122107 0.000814345 0.000990963 0.00160284 0.0013118 0.00108779 0.0010062 0.000827793 0.001255 0.00162213 0.00160616 0.00161736 0.00141408 0.00182387 0.00120372 0.00163802 0.00162393 0.00181908
internal_weight=0 2558 370 404 294 197 2154 134 320 266 155 111 2020 1872 1819 168 148 132 1651 1532 119
internal_count=2928 2558 370 404 294 197 2154 134 320 266 155 111 2020 1872 1819 168 148 132 1651 1532 119
is_linear=0
shrinkage=0.0032998


Tree=4072
num_leaves=29
num_cat=0
split_feature=12 12 16 150 12 12 16 0 0 0 12 12 11 0 11 16 50 16 42 16 12 0 0 0 0 474 42 0
split_gain=68.1159 12.5371 11.1106 7.06522 8.46434 5.67953 5.42542 2.85998 2.53171 2.13303 2.52375 1.81961 1.63359 3.1819 1.62042 1.31379 1.19775 1.01748 0.958411 0.726978 0.608022 0.639976 0.571148 0.857821 0.358092 0.303298 0.476693 0.275511
threshold=0.056995000000000011 0.14472000000000004 -0.28430999999999995 0.089155000000000012 -0.025219999999999996 0.093910000000000007 -0.25397999999999993 -0.15651999999999996 -0.11167499999999998 -0.071879999999999986 -0.088189999999999977 -0.091944999999999985 1.0000000180025095e-35 -0.10726999999999999 0.082245000000000013 0.064455000000000012 -0.041284999999999995 0.0060400000000000011 -0.086319999999999994 -0.52541999999999989 0.089210000000000025 -0.085719999999999977 0.048825000000000007 -0.072924999999999976 -0.087984999999999994 0.085475000000000009 0.086825000000000013 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 8 4 9 12 -7 -6 19 11 -11 -4 13 -2 -14 24 -8 20 -18 -1 21 -15 23 -20 -9 26 -19 -22
right_child=1 -3 3 -5 7 6 16 15 -10 10 -12 -13 14 17 -16 -17 18 25 22 -21 27 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00099653124667512427 0.0021061726783785325 0.0011417603883526206 0.0021326909794783869 0.00083072020096437921 0.0029058596649612668 0.001631113039604083 0.0021197107915543727 0.0020666106414217013 0.00050041563099516284 0.0006605849306098177 0.0016400112185664621 0.0013281095340336696 0.0036258658935336774 0.003012654576444162 0.0028007228705879674 0.0024350498827019479 0.0029208357803429254 0.0022804886691284751 0.0026356032458317801 0.0015055348089366663 0.0026818267647408457 0.002814688770086296 0.002864260141865145 0.0023231509188442784 0.0016853063279465429 0.0028110193196886168 0.0026841683587870107 0.0029416950044102541
leaf_weight=74 71 58 67 76 68 78 62 57 97 59 56 57 53 390 52 82 90 56 225 53 223 345 55 172 54 58 80 60
leaf_count=74 71 58 67 76 68 78 62 57 97 59 56 57 53 390 52 82 90 56 225 53 223 345 55 172 54 58 80 60
internal_value=0 0.00265593 0.00152635 0.00176892 0.00191146 0.00269834 0.00245136 0.00232253 0.000902444 0.0014624 0.00113783 0.00176313 0.00281967 0.00278707 0.00321756 0.00211683 0.00255723 0.00282693 0.00260721 0.00120923 0.00286902 0.00291978 0.00254468 0.00250032 0.00188143 0.00260593 0.00251821 0.00273705
internal_weight=0 2128 800 576 500 2070 682 261 224 239 115 124 1388 1283 105 193 604 1212 542 127 1018 735 452 397 111 194 136 283
internal_count=2928 2128 800 576 500 2070 682 261 224 239 115 124 1388 1283 105 193 604 1212 542 127 1018 735 452 397 111 194 136 283
is_linear=0
shrinkage=0.0032998


Tree=4073
num_leaves=14
num_cat=0
split_feature=10 123 1213 1213 4 52 49 1 4 0 159 151 13
split_gain=0.545144 0.41591 0.297695 0.461505 0.408206 0.963581 0.476262 0.462246 0.360383 0.327365 0.813678 0.366031 0.202117
threshold=0.057650000000000007 0.10678000000000001 0.096430000000000016 0.084055000000000019 -0.17568999999999999 0.084580000000000002 0.11892000000000001 0.100925 -0.077389999999999987 -0.061204999999999989 0.090695000000000012 0.10280000000000002 -0.076349999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 9 -1 -4 11 -11 -6 -8
right_child=-2 -3 8 -5 6 -7 12 -9 -10 10 -12 -13 -14
leaf_value=0.0018906187758655324 -0.0065296241982227164 -0.0064660126070538275 0.023512354361138542 -0.0045689410694072646 0.0095615877609798866 0.035252158685207612 0.0061735180598969583 0.019353475924964451 0.0058597460241538472 -0.0033008373863349194 0.020391051787027801 -0.0036566602126302827 -0.0073289226839488054
leaf_weight=101 72 53 80 78 1943 53 52 75 56 171 54 61 79
leaf_count=101 72 53 80 78 1943 53 52 75 56 171 54 61 79
internal_value=0 0.00828372 0.00856325 0.00817025 0.00855475 0.0153468 0.00789493 0.00934239 0.0162568 0.00847465 0.00237723 0.00915834 -0.00195546
internal_weight=0 2856 2803 2667 2589 229 2360 176 136 2229 225 2004 131
internal_count=2928 2856 2803 2667 2589 229 2360 176 136 2229 225 2004 131
is_linear=0
shrinkage=0.16829


Tree=4074
num_leaves=21
num_cat=0
split_feature=4 2 2 2 15 49 48 43 42 15 11 4 1452 3 3 16 16 4 4 4
split_gain=16.6521 6.85733 3.93284 1.75812 2.03765 2.66201 1.12846 1.11834 0.949959 0.816283 0.811806 0.792606 0.746858 0.823794 0.744217 0.71022 1.57294 0.686927 0.656921 0.605592
threshold=0.31392000000000003 0.13388500000000003 -0.0098549999999999974 0.10100500000000003 0.098550000000000013 -0.014479999999999998 0.08956500000000002 -0.051239999999999987 0.095330000000000012 -0.40992999999999996 1.0000000180025095e-35 -0.014854999999999998 0.088755000000000014 0.085880000000000012 -1.0000000180025095e-35 0.15737500000000001 -0.037309999999999989 0.51326500000000019 -0.018664999999999998 -0.49269499999999994
decision_type=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 10 5 -5 -3 8 -2 17 12 -1 13 14 -4 16 -7 -9 -15 -17
right_child=7 6 3 4 -6 15 -8 9 -10 -11 -12 -13 -14 18 -16 19 -18 -19 -20 -21
leaf_value=0.00048510299488109949 0 0.00092157425568877786 0.0014532477570860253 0.00058954411836319458 0.0017223728149213344 0.0013858276279602338 0.00026296840147886017 0.001172669286317184 0.0006113231117334557 0.00049335186538981162 0.0017863004926867044 0.001063063172328697 0.0018375297880618639 0.0014256483341704819 0.0018460424210333505 0.001719752449132309 0.00067832046270121518 0.00063902370901578972 0.00090798877320910285 0.0012917035628529536
leaf_weight=52 57 54 1618 75 82 89 60 54 54 99 88 52 56 54 55 54 56 52 54 113
leaf_count=52 57 54 1618 75 82 89 60 54 54 99 88 52 56 54 55 54 56 52 54 113
internal_value=0 0.00136722 0.00140335 0.00143066 0.001249 0.00114861 0.000575249 0.000565015 0.000297692 0.000709589 0.0014749 0.000774422 0.00145996 0.00144807 0.00146618 0.00128288 0.00111283 0.000911213 0.00116714 0.00143033
internal_weight=0 2612 2498 2394 469 387 114 316 111 205 1925 104 1837 1781 1673 312 145 106 108 167
internal_count=2928 2612 2498 2394 469 387 114 316 111 205 1925 104 1837 1781 1673 312 145 106 108 167
is_linear=0
shrinkage=0.0032998


Tree=4075
num_leaves=20
num_cat=0
split_feature=160 10 9 12 15 15 4 3 457 0 12 4 3 1455 52 0 155 15 15
split_gain=0.856587 0.49325 0.550887 0.509623 0.60949 0.76102 2.1557 0.603895 0.527309 0.597163 0.415996 0.390958 0.374991 0.41349 0.371862 0.327285 0.226591 0.153809 0.0311015
threshold=-0.54883999999999988 -1.0000000180025095e-35 -0.0083399999999999985 0.083725000000000008 0.089025000000000007 -0.0070899999999999991 -0.14595999999999995 -0.14186499999999996 -0.016289999999999995 -0.22163999999999998 0.084065000000000015 -0.098074999999999982 -0.068734999999999977 0.090900000000000022 1.0000000180025095e-35 -0.14720499999999997 0.09828000000000002 -0.043134999999999993 -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 -2 4 5 8 -7 16 -3 -10 -9 -12 13 -13 -14 -11 18 -4 -5
right_child=1 3 17 7 -6 6 -8 10 9 15 11 12 14 -15 -16 -17 -18 -19 -20
leaf_value=0.025628453032876378 0.0097363577999224106 -0.0094136663006433672 -0.016052632141081692 0.019774468573987201 0.021053314892474483 0.010993524131743782 -0.024571309237303794 0.022318451048980836 0.020390961653455785 -0.0047110302606283381 -0.0071888549653936805 0.0061581080849772551 0.023978532430131788 0.020214326729698858 0.0080858723377911172 0.0071129468598175949 0.0098906689278756444 -0.0031778035693939039 0.025776865666805877
leaf_weight=68 67 60 54 52 52 96 97 53 82 84 52 1413 75 62 95 312 60 52 55
leaf_count=68 67 60 54 52 52 96 97 53 82 84 52 1413 75 62 95 312 60 52 55
internal_value=0 0.00650827 -0.0021951 0.00706659 0.00344506 0.00219004 -0.00687172 0.00854487 0.00544415 0.00731291 0.00762039 0.00716029 0.00761497 0.00675016 0.0151079 0.00460029 0.0182218 -0.00975363 0.0228766
internal_weight=0 2873 173 2700 783 731 193 1917 538 478 1750 1697 1645 1475 170 396 167 106 107
internal_count=2941 2873 173 2700 783 731 193 1917 538 478 1750 1697 1645 1475 170 396 167 106 107
is_linear=0
shrinkage=0.16829


Tree=4076
num_leaves=18
num_cat=0
split_feature=44 4 12 51 41 40 43 4 151 12 132 1210 484 12 159 4 2
split_gain=0.534993 0.629945 1.08713 0.876525 0.516468 0.437913 0.469427 0.57075 0.573725 0.619006 0.519879 0.389774 0.606321 0.377084 0.329556 0.279661 0.262252
threshold=1.0000000180025095e-35 -0.047714999999999987 -1.0000000180025095e-35 0.09939000000000002 0.091290000000000024 -0.084754999999999983 -0.08237499999999999 -0.018964999999999999 -0.087049999999999988 -0.12305999999999999 0.08018500000000002 -0.080804999999999974 0.083175000000000013 0.082795000000000021 0.024100000000000003 -0.008454999999999999 0.084685000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 5 -3 10 -8 -9 -10 14 -4 13 -13 15 -7 -15
right_child=-2 4 3 -5 -6 6 7 8 9 -11 -12 12 -14 16 -16 -17 -18
leaf_value=-0.014474876774315269 0.022711180098168613 -0.0095249368443802596 -0.0017539758611567217 0.027314946611357954 0.019576166904463673 0.012656397255561634 -0.011135789653456556 -0.0094144673833905877 0.0215019167629069 0.0028596981356804859 -0.0045044104482093962 -0.0016394191032414846 0.023319100190570274 0.012393159249657466 0.020661048535318478 0.0020420630379259664 0.0065298812998127124
leaf_weight=57 52 79 102 72 53 162 94 100 54 776 78 103 79 387 74 125 494
leaf_count=57 52 79 102 72 53 162 94 100 54 776 78 103 79 387 74 125 494
internal_value=0 0.00547657 0.00823645 0.00928442 0.00323639 0.00267362 0.00333355 0.00135764 0.00262235 0.00407473 0.00793842 0.00816855 0.00912235 0.00798075 0.0106319 0.00803969 0.0091075
internal_weight=0 2889 1294 1237 1595 1542 1463 1024 930 830 439 1165 1063 984 361 287 881
internal_count=2941 2889 1294 1237 1595 1542 1463 1024 930 830 439 1165 1063 984 361 287 881
is_linear=0
shrinkage=0.16829


Tree=4077
num_leaves=21
num_cat=0
split_feature=160 14 4 0 0 4 4 0 1 0 1 0 4 456 0 160 40 0 0 4
split_gain=0.548838 0.404172 0.466603 0.438726 0.380945 0.302615 0.359343 1.29317 0.758377 0.42436 0.410987 0.520795 0.466434 0.386527 0.34518 0.253751 0.26684 0.259337 0.366579 0.179909
threshold=-0.54883999999999988 -0.13131999999999996 0.028075000000000006 -0.081414999999999987 -0.15753999999999999 0.0019650000000000002 -0.051789999999999996 -0.11073999999999999 0.10246000000000001 -0.092134999999999981 0.11077000000000002 -0.10028499999999999 -0.092854999999999979 0.08728000000000001 -0.086244999999999974 -0.06668499999999998 -0.0099849999999999991 -0.11991499999999998 -0.067134999999999986 0.41464000000000006
decision_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 -2 19 6 10 8 -8 -9 11 -3 -13 -11 -7 -6 -17 -18 -19 -4
right_child=1 2 4 -5 15 14 7 9 -10 13 -12 12 -14 -15 -16 16 17 18 -20 -21
leaf_value=0.019760143990122103 0.024183213499235905 0.018508189767511802 -0.015194780828102055 0.0048387103107629982 -0.0056029194542358282 0.019180551451081475 -0.0294536993971663 0.015377514886893819 -0.00094246274500848408 0.00059714393275001824 0.020384192924281657 -0.0012383335188222288 0.0067793055676874702 0.011892819245312297 0.0026266579061465594 -0.003895504008015159 0.016739686468209437 -0.00074812703377858823 0.012500536943761459 -0.0020677597685134648
leaf_weight=68 60 84 59 75 100 89 54 89 52 435 57 275 809 107 60 96 55 165 92 60
leaf_count=68 60 84 59 75 100 89 54 89 52 435 57 275 809 107 60 96 55 165 92 60
internal_value=0 0.00445469 0.00401053 0.0134496 -1.77352e-05 0.00520783 0.00465111 0.00171151 -0.015484 0.00460298 0.0064182 0.00573511 0.00474365 0.00283042 0.0125266 0.00198708 0.00385178 0.00624132 0.00398759 -0.00859121
internal_weight=0 2873 2738 135 627 2111 1962 737 106 631 1225 1168 1084 542 149 508 408 312 257 119
internal_count=2941 2873 2738 135 627 2111 1962 737 106 631 1225 1168 1084 542 149 508 408 312 257 119
is_linear=0
shrinkage=0.16829


Tree=4078
num_leaves=25
num_cat=0
split_feature=12 13 12 3 13 159 13 133 3 12 13 3 376 12 3 42 159 160 1212 123 3 13 13 3
split_gain=23.7633 6.67323 3.4968 2.14976 2.1069 1.81796 2.59607 1.76494 1.40636 1.38301 0.933336 0.694273 0.650542 0.610487 0.475994 0.495118 0.47536 0.819976 0.458843 0.369666 0.306493 0.441836 0.2647 0.113541
threshold=0.056995000000000011 -1.0000000180025095e-35 0.13642500000000005 -0.15500999999999998 -0.15325499999999995 1.0000000180025095e-35 0.049070000000000009 -0.0094199999999999978 0.11745500000000002 -0.082654999999999992 0.085955000000000018 0.096440000000000012 0.084435000000000024 0.088665000000000008 -0.096099999999999977 0.088305000000000008 0.041590000000000009 -0.021044999999999998 0.040035000000000008 0.083795000000000022 -0.11266 0.11238500000000001 -0.092584999999999987 0.084670000000000009
decision_type=2 2 2 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 8 -1 11 12 -2 23 22 14 -6 18 20 -18 -16 -11 -15 -22 -9 -3
right_child=2 5 -4 4 13 -7 -8 9 -10 19 -12 -13 -14 16 15 -17 17 -19 -20 -21 21 -23 -24 -25
leaf_value=0.0016404689997990116 0.0028815522453170678 0.0019153885826153178 0.001443056977961592 0.0015182915528341638 0.00196509404115146 0.0021986709244616711 0.00099490364400401797 0.0013286665759072933 0.0014100707939143865 0.0009747506196815214 0.0023379261936698789 0.0022351419974326503 0.0015736189523090716 0.0023904960839417674 0.0022548618450190451 0.0020453646494553151 0.0015993663092953294 0.0021397536152405741 0.0024991369113320739 0.0006206878713462988 0.0021426984199584662 0.0018273012456244573 0.001035869670654474 0.001693722511933056
leaf_weight=77 60 55 74 57 67 92 52 55 70 76 84 66 53 52 512 103 52 77 104 57 844 53 93 56
leaf_count=77 60 55 74 57 67 92 52 55 70 76 84 66 53 52 512 103 52 77 104 57 844 53 93 56
internal_value=0 0.00148306 0.00214927 0.00217456 0.00214529 0.00179184 0.00166654 0.00118921 0.00180779 0.00108508 0.00256468 0.00196489 0.00125813 0.00216445 0.00223516 0.00226028 0.00211286 0.0019222 0.00229616 0.000823274 0.00213874 0.0021241 0.00114492 0.00180387
internal_weight=0 802 2139 2065 1921 391 299 411 247 334 144 177 201 1864 786 719 1078 129 616 133 949 897 148 111
internal_count=2941 802 2139 2065 1921 391 299 411 247 334 144 177 201 1864 786 719 1078 129 616 133 949 897 148 111
is_linear=0
shrinkage=0.0032998


Tree=4079
num_leaves=13
num_cat=0
split_feature=1444 106 10 2 2 12 39 14 15 0 403 51
split_gain=0.401985 0.377663 0.35158 0.50227 0.35277 0.426245 0.387656 0.46044 0.497823 0.37948 0.33549 0.18589
threshold=-0.079274999999999984 0.085275000000000004 0.088340000000000016 -0.085784999999999986 0.092250000000000013 -0.014854999999999998 0.10189000000000001 -0.13131999999999996 -0.083859999999999976 -0.06612999999999998 -0.53223999999999994 -0.097124999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -6 -9 10 -7 -11
right_child=1 -3 -4 4 6 9 -8 8 -10 11 -12 -13
leaf_value=0.019565079875147766 -0.010480280417074899 -0.0083917532848512 0.018766643049466143 0.020308824728930665 0.016909086919256824 -0.0035582485408598005 -0.0072154569798845913 -0.0021883605743735373 0.0058911253297941162 0.0045636368940642656 0.008074725044045522 -0.0089815394550900769
leaf_weight=57 56 56 56 68 76 74 90 317 676 54 1300 61
leaf_count=57 56 56 56 68 76 74 90 317 676 54 1300 61
internal_value=0 0.00528089 0.00555227 0.00528467 0.00561038 0.00726615 0.00338446 0.00427856 0.00331006 0.00666931 0.0074469 -0.00260557
internal_weight=0 2884 2828 2772 2716 1557 1159 1069 993 1489 1374 115
internal_count=2941 2884 2828 2772 2716 1557 1159 1069 993 1489 1374 115
is_linear=0
shrinkage=0.16829


Tree=4080
num_leaves=24
num_cat=0
split_feature=1 12 4 4 39 13 2 475 14 12 159 4 16 51 16 48 131 2 16 51 51 16 16
split_gain=16.3942 3.59648 1.81303 1.80896 1.40131 1.34415 0.87207 0.86687 0.643661 0.638253 0.570745 0.763845 0.648672 0.54486 0.482172 0.430422 0.381302 0.295683 0.320812 0.242001 0.216416 0.207146 0.192169
threshold=0.10398500000000001 0.085075000000000026 0.41377500000000006 0.046185000000000004 0.08456000000000001 -0.0042049999999999995 0.11366500000000002 -0.085684999999999997 0.073890000000000011 0.09550500000000002 0.085345000000000018 0.24099500000000004 -0.105305 0.093530000000000016 -0.10064999999999998 0.084705000000000016 0.091095000000000023 -1.0000000180025095e-35 -0.40430999999999989 -0.085564999999999988 0.085655000000000023 0.40955000000000003 -0.40430999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 9 4 6 13 7 19 14 -3 11 12 -5 17 20 22 -16 -2 -19 -1 -9 -11 -7
right_child=1 2 -4 10 -6 15 -8 8 -10 21 -12 -13 -14 -15 16 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0015133176559256141 6.9031251307077955e-05 0.001260451330917339 0.00027637146413005202 0.0010687506014747548 0.0006410301638679432 0.00054690202808358758 0.00078002445131000178 0.001472455419016031 0.0014246612209214476 0.00070974913652996558 0.0011052396825313208 0.00039795569718988522 0.00067154209753963643 -0.00014471216907800967 0.001066581973075037 0.00076979480255623942 0.0012253421489630191 0.00013417567518831048 0.00046898323816725905 0.0012222222866572754 0.0011710634412284665 0.00098563084203585265 0.00026911187508528998
leaf_weight=78 80 56 54 83 69 56 79 52 71 68 64 52 99 54 1329 55 192 55 73 55 56 55 54
leaf_count=78 80 56 54 83 69 56 79 52 71 68 64 52 99 54 1329 55 192 55 73 55 56 55 54
internal_value=0 0.000477401 0.000807243 0.0010681 0.00110421 0.000297334 0.00112091 0.00113558 0.00111541 0.000967198 0.000827932 0.000751936 0.00085288 0.000150224 0.00110191 0.000530714 0.00108665 0.000226963 0.000325396 0.0013932 0.0013165 0.000833397 0.000410853
internal_weight=0 660 233 2279 1981 427 1912 1833 1700 179 298 234 182 262 1629 165 1521 208 128 133 108 123 110
internal_count=2939 660 233 2279 1981 427 1912 1833 1700 179 298 234 182 262 1629 165 1521 208 128 133 108 123 110
is_linear=0
shrinkage=0.0032998


Tree=4081
num_leaves=20
num_cat=0
split_feature=13 390 11 4 0 16 159 16 15 40 52 51 0 156 157 4 16 4 15
split_gain=0.636035 0.393153 0.514788 0.452389 0.593641 0.549563 0.679532 0.54109 0.509856 0.420182 0.390297 0.388582 0.519563 0.335382 0.330925 0.395774 0.302683 0.384389 0.280064
threshold=-0.43902499999999994 0.086130000000000012 0.095930000000000015 1.0000000180025095e-35 -0.094949999999999993 -0.095264999999999989 0.11238500000000001 -0.26194999999999996 -0.040119999999999996 -0.076799999999999993 0.069415000000000018 -0.40775499999999992 -0.066934999999999981 -0.0069949999999999986 -0.087424999999999989 -0.072659999999999988 -0.11227499999999999 -0.061939999999999988 -0.092609999999999984
decision_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 16 7 11 8 9 -5 -9 -7 -13 -6 -15 -16 -2 -18 -19
right_child=1 -3 -4 5 13 6 -8 10 -10 -11 -12 12 -14 14 15 -17 17 18 -20
leaf_value=-0.0078139913868296561 0.0046433572733898185 -0.0080132459489149366 0.022441662561106648 0.011849605638282979 0.017749407556085176 0.0063438380823936354 0.015194860799641706 0.024512056705235905 0.014299106782273844 -0.0046422667721268346 0.0055904293061065646 -0.0034595610398947237 -0.021669534474666487 -0.003091035224032551 0.0045724330200454712 0.0101687388306062 0.029768760186067195 0.022200593337980457 0.005509556655891412
leaf_weight=91 53 52 58 58 75 74 59 73 90 178 54 202 57 101 881 605 63 54 61
leaf_count=91 53 52 58 58 75 74 59 73 90 178 54 202 57 101 881 605 63 54 61
internal_value=0 0.00646989 0.00673989 0.00640662 0.00785253 0.0031653 -0.00144453 0.00715834 0.00352108 -0.000581567 0.0164808 -0.00439805 -0.0074741 0.0067396 0.00621815 0.00685208 0.0158521 0.0191794 0.0133627
internal_weight=0 2848 2796 2738 1893 845 392 453 326 236 127 333 259 1662 1587 1486 231 178 115
internal_count=2939 2848 2796 2738 1893 845 392 453 326 236 127 333 259 1662 1587 1486 231 178 115
is_linear=0
shrinkage=0.16829


Tree=4082
num_leaves=26
num_cat=0
split_feature=1 52 10 4 2 2 159 475 0 43 4 51 52 1 1 43 474 0 160 159 2 0 0 4 0
split_gain=18.7101 4.08906 2.24451 2.09593 1.49508 2.19601 1.03344 1.01072 1.05149 1.83822 0.905697 0.766238 0.837753 0.705776 0.676758 0.623645 0.563314 0.473841 0.328404 0.321048 0.272349 0.261764 0.23548 0.201332 0.0496009
threshold=0.10398500000000001 -0.41694999999999993 1.0000000180025095e-35 0.052250000000000012 1.0000000180025095e-35 -1.0000000180025095e-35 0.085345000000000018 -0.086169999999999983 0.040570000000000002 -0.013934999999999998 -0.15366499999999997 0.10532000000000001 -0.065394999999999995 0.11230000000000001 0.083670000000000008 -0.085504999999999984 0.083795000000000022 -0.067969999999999989 0.041025000000000006 0.087410000000000015 0.11043500000000002 -0.085349999999999995 -0.105195 0.065755000000000008 -0.096849999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 5 -3 14 16 10 -10 -9 12 -6 -14 23 18 -1 19 21 -17 -19 -12 -15 -5 -25
right_child=1 2 -4 6 11 -7 -8 8 9 -11 15 -13 13 22 -16 17 -18 20 -20 -21 -22 -23 -24 24 -26
leaf_value=0.0015262691323928092 0.0015567280221607663 0.00058457580358013803 0.00011238104776852752 0.00098790705687240425 0.00031498748256045858 0.0013711445444509088 0.0015373430080250739 0.001843149574856498 0.00067869904311796249 0.0014767250096780679 0.0017719356767942171 0.00095774388268470099 0.001022381466232095 0.00069473188612542518 0.00073832440258357385 0.0014464120115925633 0.0019868336955381717 0.0010291466228222112 0.0013618525345843733 0.0012305695200032437 0.0013668308594166059 0.0015523432560173855 0.00043011760453687796 0.0011672368645999503 0.0013133782339164095
leaf_weight=59 68 67 63 54 90 92 62 66 53 78 85 74 54 87 56 1105 59 53 72 83 54 222 65 63 55
leaf_count=59 68 67 63 54 90 92 62 66 53 78 85 74 54 87 56 1105 59 53 72 83 54 222 65 63 55
internal_value=0 0.000789941 0.000701805 0.00142101 0.000771934 0.00103992 0.00115835 0.00145929 0.00144051 0.00115413 0.00146205 0.000656678 0.000581292 0.000697468 0.00105513 0.001447 0.00175685 0.00141226 0.00156559 0.00143136 0.0011999 0.00161326 0.000581806 0.00115808 0.00123565
internal_weight=0 660 592 2279 529 159 290 1989 1871 131 1740 370 296 206 228 1674 118 1295 379 1188 107 307 152 172 118
internal_count=2939 660 592 2279 529 159 290 1989 1871 131 1740 370 296 206 228 1674 118 1295 379 1188 107 307 152 172 118
is_linear=0
shrinkage=0.0032998


Tree=4083
num_leaves=10
num_cat=0
split_feature=10 475 474 481 1 3 9 10 13
split_gain=0.597354 0.424671 0.644333 0.490863 0.353019 0.777114 0.483356 0.374401 0.395391
threshold=0.057650000000000007 -0.086169999999999983 0.083955000000000016 -0.089024999999999979 0.14828500000000003 0.31351000000000001 -1.0000000180025095e-35 -0.084514999999999993 0.25472500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 -8 -9
right_child=-2 3 -4 4 -6 -7 7 8 -10
leaf_value=0.0063732481213836824 -0.008262698831824962 -0.0080897842726680037 0.029628039134119228 -0.0092864485221231322 0.018737427124771364 -0.011905554258342659 0.020802285246556876 0.0068653448407756399 -0.0057832269060612024
leaf_weight=88 81 69 55 54 63 67 53 2337 72
leaf_count=88 81 69 55 54 63 67 53 2337 72
internal_value=0 0.00638347 0.01533 0.00591159 0.00627739 0.00597279 0.00644959 0.00679547 0.00648656
internal_weight=0 2858 143 2715 2646 2583 2516 2462 2409
internal_count=2939 2858 143 2715 2646 2583 2516 2462 2409
is_linear=0
shrinkage=0.16829


Tree=4084
num_leaves=27
num_cat=0
split_feature=1 4 12 2 13 4 1 42 14 1 130 150 1 43 42 42 51 13 2 403 403 42 13 13 12 160
split_gain=13.2959 3.16536 2.1282 1.41398 1.09798 0.953403 0.901072 0.788248 0.774934 0.683785 0.567224 0.549862 0.542802 0.518384 0.483449 0.587237 0.612316 0.497629 0.372496 0.361132 0.516435 0.364004 0.358964 0.328512 0.315232 0.219903
threshold=0.10398500000000001 0.42118000000000005 0.089585000000000012 0.10836000000000003 -0.0042049999999999995 0.0060300000000000015 0.122715 0.079890000000000017 0.073890000000000011 0.079440000000000024 0.041010000000000005 0.084800000000000014 0.13130500000000003 -0.051239999999999987 0.086635000000000004 0.085695000000000007 0.096130000000000007 0.23904000000000003 0.10859000000000001 -0.23730999999999999 -0.083919999999999981 0.11319000000000001 -0.075154999999999986 -0.062109999999999992 0.10134500000000002 -0.52336499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 11 8 23 10 14 22 -5 -2 -3 -14 15 16 17 -1 -6 21 -21 -16 -7 -4 -9 -22
right_child=1 12 6 7 18 9 -8 24 -10 -11 -12 -13 13 -15 19 -17 -18 -19 -20 20 25 -23 -24 -25 -26 -27
leaf_value=0.0012960080671934684 0.00064431680358414359 0.00056554730767139185 0.0014514515330108827 0.00056497539709770184 0.0011213526271482217 0.0013413575654750351 0.00078586271182679826 0.001315704473141871 0.0016363810346504552 0.00083571267446507446 0.0010285623187337345 0.00023620842674317578 -1.9248492495268372e-05 0.00041141748006671855 0.00082872024854841137 0.0016321223767328905 0.0016158598261365742 0.00096113981716485907 0.0007456729610128566 0.0015487653681808531 0.00099646312657464676 0.001218962988638624 0.00104750362258562 0.0010997111851171466 0.00099000499824972643 0.001228150936518273
leaf_weight=888 96 89 69 58 53 91 54 74 68 87 58 58 53 71 53 62 63 52 65 53 52 53 94 52 60 413
leaf_count=888 96 89 69 58 53 91 54 74 68 87 58 58 53 71 53 62 63 52 65 53 52 53 94 52 60 413
internal_value=0 0.000699996 0.000857803 0.00123201 0.000674855 0.00126092 0.00114196 0.000997173 0.00128917 0.00107833 0.000797073 0.000490842 0.000368658 0.000227058 0.00127517 0.00131824 0.00129881 0.00127752 0.000914709 0.00120159 0.00123783 0.00102417 0.00119224 0.00130058 0.00117013 0.00120232
internal_weight=0 660 447 2279 272 2029 175 250 1757 272 116 154 213 124 1689 1065 1003 940 118 624 518 106 185 121 134 465
internal_count=2939 660 447 2279 272 2029 175 250 1757 272 116 154 213 124 1689 1065 1003 940 118 624 518 106 185 121 134 465
is_linear=0
shrinkage=0.0032998


Tree=4085
num_leaves=19
num_cat=0
split_feature=15 2 12 3 2 12 2 13 39 16 147 11 2 3 12 51 159 15
split_gain=34.1672 16.5647 7.2113 3.81796 2.29236 2.19984 1.95419 1.93339 1.80084 1.20865 1.15441 0.873096 1.42627 1.20783 1.09687 1.0262 0.840598 0.717783
threshold=-0.26361999999999991 0.12068000000000001 -1.0000000180025095e-35 0.11745500000000002 -0.0050599999999999994 -0.042789999999999988 0.093320000000000014 -0.14847499999999997 0.055555000000000007 -0.037309999999999989 0.088035000000000016 1.0000000180025095e-35 0.08622500000000001 -0.13117499999999996 0.084395000000000012 -1.0000000180025095e-35 0.091130000000000017 -0.049344999999999993
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 10 -2 16 -6 -3 17 -8 11 13 -13 -4 -15 -14 -1 -9
right_child=1 7 3 -5 6 -7 9 8 -10 -11 -12 12 15 14 -16 -17 -18 -19
leaf_value=0.00010900048021520802 0.00088528097693006973 0.00051854217140985472 0.0015565084323026625 0.0012802066171644312 0.0021295487582193655 0.00095409515274694884 0.001713396931992683 0.0017356831666132536 0.00070580889679360893 0.0010027360138809679 0.0015909256161903854 0.0027466514296679884 0.0024248894538010921 0.0022293648490927034 0.0020182567847385618 0.0018177168712261991 0.00064227520110343749 0.0011982926758082873
leaf_weight=85 66 60 55 73 54 101 52 52 52 53 59 52 56 329 1545 68 52 58
leaf_count=85 66 60 55 73 54 101 52 52 52 53 59 52 56 329 1545 68 52 58
internal_value=0 0.00188919 0.00196705 0.00202372 0.00140343 0.000584443 0.00161829 0.00102557 0.00121314 0.00135502 0.00204879 0.0020616 0.00228577 0.00204113 0.00205534 0.00209221 0.000311668 0.00145265
internal_weight=0 2684 2462 2237 225 238 159 222 162 105 2164 2105 176 1929 1874 124 137 110
internal_count=2922 2684 2462 2237 225 238 159 222 162 105 2164 2105 176 1929 1874 124 137 110
is_linear=0
shrinkage=0.0032998


Tree=4086
num_leaves=20
num_cat=0
split_feature=1 1 12 150 2 124 0 2 2 13 51 1 13 40 1 402 43 402 3
split_gain=48.7929 10.7194 5.78322 2.38818 1.94487 1.64968 1.5272 1.46533 1.34667 1.18949 1.07813 1.06153 1.00008 0.937185 0.927111 0.698633 0.925924 0.815871 0.474137
threshold=0.10509 0.13686500000000004 0.087255000000000013 0.10980500000000001 0.17553000000000005 -0.080429999999999988 -0.14920999999999998 0.10724500000000002 0.123795 -0.052719999999999996 0.078960000000000016 0.10075500000000003 -0.0040999999999999986 -0.062739999999999976 0.11617500000000001 0.089785000000000018 -0.27619499999999997 0.10893000000000001 0.099330000000000016
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 5 9 -1 10 14 11 -3 -7 15 13 -2 -4 16 -8 -17 -14
right_child=1 4 7 -5 -6 6 8 -9 -10 -11 -12 -13 18 -15 -16 17 -18 -19 -20
leaf_value=0.00171992599383122 0.0011872081665669331 0.00034687741562711898 0.0023546657184547854 0.0015601443875062628 -7.9727893730783219e-05 0.0027737616255373793 0.0017945257509895298 0.0013973277821365336 0.0017203523149060271 0.00099475253802599594 0.0021826084643287525 0.0017688189660195746 0.0010976386740346161 0.00069818799729505271 0.0017679449793452178 0.0026147525408907347 0.0021853351261532346 0.0021875358572084726 0.0015272068471260695
leaf_weight=88 83 64 60 74 56 79 70 52 74 60 60 68 52 89 59 89 1570 112 63
leaf_count=88 83 64 60 74 56 79 70 52 74 60 60 68 52 89 59 89 1570 112 63
internal_value=0 0.00111267 0.00138085 0.00214497 0.000430114 0.00216453 0.00218295 0.00186152 0.00215939 0.00066065 0.00251884 0.00217639 0.00109433 0.000934374 0.00206407 0.00219143 0.00216868 0.00237688 0.00133327
internal_weight=0 638 458 2284 180 2210 2122 171 1983 124 139 1909 287 172 119 1841 1640 201 115
internal_count=2922 638 458 2284 180 2210 2122 171 1983 124 139 1909 287 172 119 1841 1640 201 115
is_linear=0
shrinkage=0.0032998


Tree=4087
num_leaves=14
num_cat=0
split_feature=15 15 38 48 15 3 51 41 41 159 16 13 12
split_gain=1.2294 0.641119 0.582867 0.511763 0.444742 0.424667 0.457414 0.452643 0.421954 0.375853 0.260632 0.169793 0.0813867
threshold=-0.26361999999999991 -0.43091499999999999 0.084445000000000006 0.13991500000000004 -0.19153499999999998 0.11878500000000002 -0.22411499999999998 0.084515000000000021 0.075585000000000013 0.10444500000000002 0.50609000000000015 -0.41572999999999993 0.097060000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -2 6 10 8 -8 -1 -6 -7 -12
right_child=2 -3 -4 -5 5 11 7 -9 -10 -11 12 -13 -14
leaf_value=0.009449477878505563 0.023300185088900183 -0.017006351791384513 -0.008883399254042525 -0.0072585532074627293 0.027295202061717795 0.0060538812789074957 0.0089691784885905165 -0.0042956935330036956 0.024193964250766163 -0.0066451156148997241 0.017741344608730374 -0.007029742135032652 0.0085735797471613983
leaf_weight=88 64 73 52 53 57 52 2109 71 53 77 57 61 55
leaf_count=88 64 73 52 53 57 52 2109 71 53 77 57 61 55
internal_value=0 -0.0038722 0.00874295 0.00909187 0.00942858 0.00907487 0.00954925 0.00890877 0.00934324 0.00192778 0.0180013 -0.000993061 0.0132554
internal_weight=0 238 2684 2632 2579 2515 2402 2233 2162 165 169 113 112
internal_count=2922 238 2684 2632 2579 2515 2402 2233 2162 165 169 113 112
is_linear=0
shrinkage=0.16829


Tree=4088
num_leaves=18
num_cat=0
split_feature=2 149 157 11 52 16 13 43 16 482 484 42 156 13 2 2 2
split_gain=0.747064 0.450743 0.447721 0.62679 0.874857 0.420642 0.722886 0.546113 0.577616 0.501648 0.486402 0.41223 0.374389 0.27172 0.186579 0.354229 0.171459
threshold=0.13501500000000002 0.078645000000000007 1.0000000180025095e-35 0.08235000000000002 -1.0000000180025095e-35 0.20277000000000003 0.0044550000000000006 -0.081139999999999976 0.51041000000000014 0.084515000000000021 0.090250000000000011 -0.09361499999999999 0.09832500000000001 -0.077869999999999981 0.14492000000000002 0.25063000000000007 0.087665000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 9 7 -7 -9 10 11 -1 -4 -11 -2 -16 -12
right_child=14 -3 12 4 -6 6 -8 8 -10 13 16 -13 -14 -15 15 -17 -18
leaf_value=0.015191369531244002 -0.0090552917189715403 0.020656899401541192 0.022317060938171984 0.0091696310386539942 -0.021399228166177179 0.018732161755505548 -0.017310595555394923 -0.0090426913947751764 0.012654042796096729 0.0039128537786585595 0.025862766064439366 0.0067829999780231499 0.0069591669681997367 -0.011995914473186991 0.0074025357973136778 -0.0090171142751588398 0.012751548662967845
leaf_weight=184 83 69 94 52 54 58 52 89 57 73 54 1648 87 52 93 62 61
leaf_count=184 83 69 94 52 54 58 52 89 57 73 54 1648 87 52 93 62 61
internal_value=0 0.00721807 0.00686278 0.00626102 -0.00638624 0.00683766 0.000394526 0.0049164 -0.000559743 0.00763285 0.00829657 0.00762849 0.014945 -0.00269082 -0.00261435 0.000823085 0.0189237
internal_weight=0 2684 2615 2434 106 2328 256 204 146 2072 1947 1832 181 125 238 155 115
internal_count=2922 2684 2615 2434 106 2328 256 204 146 2072 1947 1832 181 125 238 155 115
is_linear=0
shrinkage=0.16829


Tree=4089
num_leaves=18
num_cat=0
split_feature=1 1429 2 403 403 403 133 3 3 41 133 133 52 3 2 3 403
split_gain=0.665901 0.396921 0.398445 0.462446 0.447328 0.641338 0.417435 0.68026 0.593227 0.315854 0.341836 0.237372 0.226998 0.255827 0.193043 0.3091 0.0579977
threshold=0.13300500000000001 0.086185000000000012 -0.084369999999999987 -0.084294999999999981 -0.081224999999999992 -0.071419999999999997 0.041800000000000011 -0.085074999999999998 -0.087544999999999998 0.078610000000000013 0.093405000000000016 0.086750000000000008 -0.055844999999999992 0.10661500000000002 0.08400500000000001 -0.081574999999999995 -0.090449999999999989
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 16 -8 10 -7 -3 -2 -14 -10 -16 -4
right_child=12 11 3 4 5 9 8 -9 14 -11 -12 -13 13 -15 15 -17 -18
leaf_value=0.018200718115048774 -0.011477745489277859 0.019817318496401386 0.029227119129698623 -0.011071241543465516 0.022856718945111959 0.0037434992634863499 -0.0076360755736907685 0.0034057552904830468 0.018701841949035444 -0.0056420531701656751 0.010974081187182431 0.0060171219839128065 -0.0073727408788013789 0.0062759804719791463 -0.0028257278052915245 0.014177134844526804 0.021101783677611341
leaf_weight=69 69 92 52 53 53 1649 67 67 60 90 209 58 71 86 52 72 53
leaf_count=69 69 92 52 53 53 1649 67 67 60 90 209 58 71 86 52 72 53
internal_value=0 0.00607306 0.00557627 0.00522388 0.0041789 0.00458372 0.0102938 0.016686 0.00590643 0.00408564 0.00455781 0.0144932 -0.00343228 9.21855e-05 0.0108474 0.00703241 0.0251429
internal_weight=0 2696 2546 2477 2054 2001 423 172 251 1948 1858 150 226 157 184 124 105
internal_count=2922 2696 2546 2477 2054 2001 423 172 251 1948 1858 150 226 157 184 124 105
is_linear=0
shrinkage=0.16829


Tree=4090
num_leaves=17
num_cat=0
split_feature=1 9 1373 0 11 3 1 0 2 3 3 3 51 12 52 52
split_gain=0.91458 0.441599 0.394955 0.341524 0.616602 0.623586 0.368173 1.08583 0.932683 1.31217 1.7122 0.780824 0.60345 0.565151 0.300236 1.04464
threshold=0.15559500000000001 0.091370000000000021 0.087010000000000018 0.048595000000000006 0.085630000000000026 -0.074084999999999998 0.080320000000000016 -0.14534499999999997 0.083185000000000023 -0.079774999999999985 -0.15500999999999998 -0.014924999999999999 0.10532000000000001 0.083175000000000013 -0.085924999999999987 -0.013125
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 7 -1 14 10 -10 13 -11 -9 -8 -16
right_child=-2 -3 -4 4 -6 -7 8 11 9 12 -12 -13 -14 -15 15 -17
leaf_value=0.028604446070399508 -0.017273612056871664 0.02020236013808575 -0.0098385371419336971 0.030648712558746113 -0.0031283014836336978 0.0075890278731335853 0.014698900981297326 0.020670542108485419 0.0013265296036936007 -0.0016924431942758214 -0.040258983632010893 -0.013673485128722875 0.016301494362118765 0.0051463262915832633 -0.015923666536424231 0.0075599804367433958
leaf_weight=58 54 52 53 60 56 75 103 70 56 325 56 60 63 1331 61 443
leaf_count=58 54 52 53 60 56 75 103 70 56 325 56 60 63 1331 61 443
internal_value=0 0.00482244 0.00454316 0.00481438 0.0116907 0.0178511 0.00431355 0.00601524 0.00197692 -0.00340294 -0.0194502 0.00511724 0.00122462 0.00592327 0.00641139 0.00471415
internal_weight=0 2922 2870 2817 191 135 2626 1519 1107 500 112 1461 388 1401 607 504
internal_count=2976 2922 2870 2817 191 135 2626 1519 1107 500 112 1461 388 1401 607 504
is_linear=0
shrinkage=0.16829


Tree=4091
num_leaves=29
num_cat=0
split_feature=1 12 1 14 0 15 0 1 1 43 12 123 15 15 484 52 1213 49 0 52 16 12 156 15 43 12 15 12
split_gain=16.749 5.54261 2.55205 1.31072 1.44828 1.7828 1.57479 1.18492 1.11163 0.992799 0.653958 0.624171 0.644462 0.632037 0.511169 0.470802 0.452603 0.411561 0.485716 0.362989 0.503483 0.313104 0.278811 0.232918 0.213847 0.220921 0.220695 0.202716
threshold=0.10290000000000001 0.085075000000000026 0.13130500000000003 0.064610000000000015 -0.10462499999999998 -0.10763999999999999 -0.079324999999999993 0.083065000000000014 0.14684500000000003 -0.18906999999999999 0.086155000000000023 0.085705000000000017 -0.016999999999999998 -0.084904999999999994 0.079595000000000013 -0.065394999999999995 0.041025000000000006 -1.0000000180025095e-35 0.10923000000000001 -0.11480999999999998 -0.071129999999999985 0.097240000000000007 0.090135000000000007 -0.42443999999999993 -0.085079999999999975 0.084270000000000012 0.084535000000000013 0.093185000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 19 4 5 -1 10 -7 11 -8 16 12 13 15 21 -2 24 -11 22 -3 -21 27 -19 -13 25 -6 -26 -12
right_child=1 2 -4 -5 6 7 9 -9 -10 17 14 23 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 26 -27 -28 -29
leaf_value=0.0015601032582790626 0.00055870014534482328 0.0016267814377797863 0.00063498637537033891 0.0018613049505130355 0.0018229312691079554 0.0013253553791785775 0.00095717380486192729 0.00072354215184165208 0.00026222910935331037 0.0011176278583129961 0.0014783805677437182 0.00037167980077753942 0.0005102318342238303 0.0012150014869042199 0.0017766801305245565 0.00094455185643106503 0.0019297856007286357 0.0013625857474716023 0.0017009168301030091 0.001569895427064955 0.0011170566211092532 0.0012954432501675406 0.0015938560823915648 0.00066471866346345097 0.0014907144283044932 0.0015508738508773856 0.0016929638460557452 0.0016885072351912188
leaf_weight=98 56 83 52 91 90 63 61 83 64 53 541 53 56 55 66 92 58 467 63 52 57 99 67 69 181 55 93 58
leaf_count=98 56 83 52 91 90 63 61 83 64 53 541 53 56 55 66 92 58 467 63 52 57 99 67 69 181 55 93 58
internal_value=0 0.000884808 0.00128465 0.00147185 0.00145569 0.00121521 0.00148574 0.00098347 0.000665489 0.00136151 0.00155688 0.000733136 0.000825057 0.000911732 0.00149654 0.000798792 0.00165345 0.00139941 0.00142436 0.00146042 0.00133341 0.00147 0.00139167 0.000537704 0.00161511 0.00171998 0.00155949 0.00149879
internal_weight=0 689 244 2287 2196 244 1952 146 445 711 1241 381 259 203 764 148 477 650 597 192 109 698 534 122 419 145 274 599
internal_count=2976 689 244 2287 2196 244 1952 146 445 711 1241 381 259 203 764 148 477 650 597 192 109 698 534 122 419 145 274 599
is_linear=0
shrinkage=0.0032998


Tree=4092
num_leaves=20
num_cat=0
split_feature=2 48 400 3 43 48 1 3 3 43 43 1 12 12 483 1 12 42 4
split_gain=0.760956 0.302642 0.341997 0.325024 0.297663 0.615868 0.483087 0.42971 0.544055 0.476926 0.412735 0.384487 0.651426 0.37892 0.362623 0.297924 0.288522 0.24635 0.229264
threshold=0.25063000000000007 0.10690000000000001 1.0000000180025095e-35 0.11391500000000002 0.0049250000000000014 0.091125000000000025 0.077845000000000011 -0.14954999999999999 -0.18945499999999996 -0.46052499999999996 0.058415000000000009 0.08844500000000001 0.08708500000000001 0.091895000000000018 0.10761000000000003 0.10423500000000001 0.091105000000000005 0.088060000000000013 -0.075169999999999987
decision_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 17 5 7 -7 8 15 -9 18 12 -12 -13 -11 -1 -14 -3 -6
right_child=-2 3 -4 -5 10 6 -8 9 -10 14 11 13 16 -15 -16 -17 -18 -19 -20
leaf_value=-0.0019430012118920904 -0.014886758449315682 0.024581073170708012 0.015800116265825101 0.0014494429720001494 -0.0011461589561121909 0.0051076734457186383 -0.013860807221718013 -0.0097006071353546025 0.02765051734536721 0.0061040865814875689 0.022313099326329158 -0.014515503577530481 -0.0077251304472164611 0.0054183034925838888 -0.0066782535442573817 0.01595932358219497 0.0071089158332290252 0.0088440676841615284 -0.016558738456107645
leaf_weight=52 55 60 76 56 57 70 83 59 56 1798 60 56 58 52 65 53 103 54 53
leaf_count=52 55 60 76 56 57 70 83 59 56 1798 60 56 58 52 65 53 103 54 53
internal_value=0 0.00508591 0.00465902 0.0119836 0.00434181 0.00512847 -0.00517068 0.00588582 0.0142437 0.00518477 0.000330963 0.00331863 0.00734365 -0.00490111 0.00565715 0.0070763 0.00175381 0.0171425 -0.00858855
internal_weight=0 2921 2751 170 2675 2236 153 2083 161 1922 439 329 221 108 1863 105 161 114 110
internal_count=2976 2921 2751 170 2675 2236 153 2083 161 1922 439 329 221 108 1863 105 161 114 110
is_linear=0
shrinkage=0.16829


Tree=4093
num_leaves=20
num_cat=0
split_feature=1 3 124 1 3 16 52 39 0 3 42 3 1 3 3 376 3 16 159
split_gain=23.0265 6.52047 2.32979 2.21018 1.62292 1.64044 1.30988 1.28136 1.04884 1.10119 1.04956 1.03639 1.03014 0.999308 0.533678 0.501325 0.416474 0.31207 0.292032
threshold=0.10398500000000001 -0.049204999999999992 -0.048219999999999992 0.15099500000000002 0.092005000000000017 0.11160500000000002 -0.22711499999999998 0.089030000000000012 -0.14920999999999998 -0.115685 0.11966500000000001 0.143375 0.084470000000000003 -0.15755 1.0000000180025095e-35 1.0000000180025095e-35 -0.015474999999999997 -0.0090799999999999995 0.084135000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 7 8 -6 -2 11 12 13 16 14 -4 -10 -3 -9 18 -8 -11
right_child=1 3 4 -5 5 -7 17 15 9 10 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0011299632383290203 0.0017509719939615394 0.00085735543372619067 0.0023379486200181283 6.1160172075885486e-05 0.0009475715551770773 0.0017049135710338512 0.0013193336144663858 0.00068970224797447086 0.0016504114830503029 0.0016803284739564078 0.0013287277912950352 0.00063961557631284592 0.0016860802706332623 0.0011191180594213015 0.0012596981261418613 0.00027019145448158233 0.0019666308425975039 0.0010018268745313388 0.0018208241359840133
leaf_weight=94 73 62 52 53 68 58 103 76 82 1507 85 87 55 74 88 53 66 52 188
leaf_count=94 73 62 52 53 68 58 103 76 82 1507 85 87 55 74 88 53 66 52 188
internal_value=0 0.000936204 0.00164004 0.000691673 0.00166148 0.00129647 0.00138543 0.000782881 0.00168327 0.00166615 0.00168874 0.000927116 0.00200321 0.00139861 0.00109363 0.000517618 0.0017061 0.00121304 0.00169593
internal_weight=0 647 2329 419 2235 126 228 366 2109 2002 1846 237 107 156 150 129 1761 155 1695
internal_count=2976 647 2329 419 2235 126 228 366 2109 2002 1846 237 107 156 150 129 1761 155 1695
is_linear=0
shrinkage=0.0032998


Tree=4094
num_leaves=35
num_cat=0
split_feature=1 2 12 12 2 1 151 12 16 1 2 31 2 1 11 1 15 15 1213 1213 2 16 15 15 16 16 133 12 1 15 2 2 2 12
split_gain=81.0875 13.5145 14.0733 5.27255 3.2991 2.77868 2.7436 2.68749 2.44421 1.72723 1.43827 1.37152 1.11308 1.09409 1.35701 0.904571 0.798048 0.785167 0.601161 0.763949 0.579226 0.484137 0.423062 0.346166 0.261019 0.735667 0.231521 0.223382 0.165817 0.121087 0.115155 0.0541869 0.218563 0.0452107
threshold=0.10404000000000001 0.14132000000000003 0.085075000000000026 0.056995000000000011 -1.0000000180025095e-35 0.087545000000000026 -0.0068399999999999989 0.090285000000000018 0.23599500000000004 0.14684500000000003 0.10859000000000001 -0.077289999999999984 0.11165000000000001 0.089895000000000017 1.0000000180025095e-35 1.0000000180025095e-35 -0.087284999999999988 -0.036279999999999993 0.041025000000000006 0.104315 0.086895000000000014 -0.0081349999999999981 -0.064619999999999983 0.093185000000000004 0.066010000000000013 -0.074254999999999988 0.083645000000000011 0.083535000000000012 0.094425000000000023 -0.41956999999999994 0.099845000000000003 0.097110000000000016 0.092545000000000016 0.094955000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 11 15 -7 13 -4 -3 -6 -2 17 14 18 -1 29 20 21 -20 -9 27 -14 24 25 -19 -23 -5 -8 -12 33 32 -25 -22
right_child=1 9 8 7 10 6 28 12 -10 -11 16 -13 22 -15 -16 -17 -18 23 19 -21 30 26 -24 31 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35
leaf_value=0.0084401984042766897 0.0071502300036134338 0.0068036210043086378 0.0080222772297436143 0.0091679143098316179 0.0079320141436048271 0.0075765612225769012 0.0085728464282011051 0.0082575083760127732 0.0087841676420866259 0.0060116497799572828 0.0072703768782596536 0.0063839827845822367 0.0086487468268365755 0.0084997999846602411 0.0094521663352366229 0.0089201505227991147 0.0076212598658150933 0.0089499358880908604 0.0093259475502859256 0.0088270068768319249 0.0086414587844272743 0.0085703989289818046 0.0082711413023233236 0.0086604277886557796 0.0091206521635774952 0.0084876724710513125 0.0088306303127826512 0.0089162550985776787 0.0082719440805252824 0.0070069326681029137 0.0085322561034666677 0.008574908906948734 0.0089415812212619173 0.0088424014128127733
leaf_weight=95 52 68 99 53 58 71 53 54 89 56 52 53 60 64 59 87 63 170 90 60 53 70 93 122 55 53 137 552 53 53 65 52 55 57
leaf_count=95 52 68 99 53 58 71 53 54 89 56 52 53 60 64 59 87 63 170 90 60 53 70 93 122 55 53 137 552 53 53 65 52 55 57
internal_value=0 0.00742675 0.00766094 0.00875068 0.00725064 0.00838084 0.0080835 0.00881792 0.00838315 0.00644624 0.00747668 0.00676379 0.00868197 0.00892928 0.00895616 0.00866982 0.00731927 0.00873649 0.00892571 0.00912661 0.0085704 0.00888855 0.00841945 0.00881144 0.00889584 0.00884023 0.0087428 0.00893836 0.00842273 0.00713774 0.00866675 0.00870884 0.00874799 0.0087459
internal_weight=0 643 519 2333 331 359 177 1974 188 124 226 105 889 1085 1021 182 168 736 962 150 229 812 153 507 278 223 207 605 106 105 175 229 177 110
internal_count=2976 643 519 2333 331 359 177 1974 188 124 226 105 889 1085 1021 182 168 736 962 150 229 812 153 507 278 223 207 605 106 105 175 229 177 110
is_linear=0
shrinkage=0.0032998


Tree=4095
num_leaves=24
num_cat=0
split_feature=1 12 1 13 40 12 14 12 52 160 1446 479 51 160 1 1210 15 1209 48 1 39 12 1209
split_gain=27.5102 7.97939 4.52469 2.28856 1.11304 1.11114 1.06254 1.39444 0.908312 0.763286 0.760155 0.658789 0.653754 1.53167 0.563913 0.471429 0.43829 0.403708 0.394545 0.476011 0.383793 0.294289 0.0619558
threshold=0.10123500000000001 0.085075000000000026 0.13130500000000003 -1.0000000180025095e-35 -0.049499999999999995 0.11819000000000002 0.064610000000000015 0.056995000000000011 -0.22118499999999996 -1.0000000180025095e-35 0.098375000000000018 0.082935000000000023 0.078960000000000016 -0.076219999999999996 0.11215000000000001 -0.081959999999999991 -0.40992999999999996 1.0000000180025095e-35 0.084705000000000016 0.076160000000000019 0.088755000000000014 0.098845000000000016 0.085925000000000015
decision_type=2 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 8 4 20 6 7 12 -3 -5 11 15 13 -1 -11 22 -6 -17 19 -15 -2 -10 -9
right_child=1 2 -4 9 16 -7 -8 10 21 14 -12 -13 -14 18 -16 17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0011466148988117846 0.0010044175959561688 0.0019586732377124862 0.00062824133745105818 0.0013962506595838848 0.00062529374994990954 0.0013607492044866128 0.0021412030693241969 0.0019376079010941535 0.0016961169918179035 0.0006888565378467082 0.0021972760271027638 0.0014509346070198565 0.0012820071474487513 0.0016486167920458374 0.0011535764486038671 0.0018092660272688316 0.00024738898769537132 0.0015997656350826054 0.001553698545645336 0.002057874352495831 0.00064382099532549436 0.0013827494726399738 0.0021149182114169082
leaf_weight=52 57 84 55 53 52 69 90 52 60 59 54 59 69 54 56 1436 95 111 56 77 76 77 52
leaf_count=52 57 84 55 53 52 69 90 52 60 59 54 59 69 54 56 1436 95 111 56 77 76 77 52
internal_value=0 0.00103469 0.00147618 0.000762623 0.000579661 0.00177511 0.00178831 0.00177297 0.00168705 0.00106735 0.00180887 0.00179658 0.00156725 0.00164945 0.000915461 0.00180891 0.000381309 0.00179426 0.00178909 0.00188944 0.000798627 0.00152025 0.0020266
internal_weight=0 724 276 448 280 2231 2162 2072 221 168 1764 1710 308 239 115 1651 147 1547 187 131 133 137 104
internal_count=2955 724 276 448 280 2231 2162 2072 221 168 1764 1710 308 239 115 1651 147 1547 187 131 133 137 104
is_linear=0
shrinkage=0.0032998


Tree=4096
num_leaves=27
num_cat=0
split_feature=4 3 3 43 43 4 3 0 4 16 48 3 0 4 3 16 16 3 0 52 16 0 3 3 0 0
split_gain=21.1274 9.47384 4.82374 3.08362 2.40457 1.77981 2.15333 1.47057 1.51917 1.39354 1.15096 0.984458 1.20051 1.00461 0.91028 1.15245 1.13456 0.90177 0.764819 0.540669 0.502789 0.494838 0.447569 0.414385 0.669648 0.352629
threshold=0.31392000000000003 -0.06533499999999999 0.28833000000000003 -0.035884999999999993 -0.22971499999999997 -0.39175499999999991 0.10402500000000002 -0.14920999999999998 -0.4950449999999999 -0.011694999999999999 0.086410000000000015 -0.084014999999999992 -0.061204999999999989 0.48395000000000005 -0.085374999999999993 0.052150000000000009 0.15273500000000004 -0.10175499999999998 -0.077614999999999976 -0.055844999999999992 -0.029134999999999998 -0.070134999999999989 -0.076289999999999983 -0.11151499999999999 -0.09633499999999999 -0.084044999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 -5 18 -1 -9 21 19 -2 13 -13 16 25 17 -11 20 -6 -7 23 -17 -10 -25 -16
right_child=11 2 -4 5 10 6 -8 8 9 14 -12 12 -14 -15 15 22 -18 -19 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=0.0022710543941478595 0.0010405539934476543 0.0017200905661831111 0.00041868073979461321 0.0020416353367346237 0.00088792253895926521 0.0016026741208183728 0.00093903626995233856 0.0022464576014961492 0.0020899081022210217 0.00094822669740244486 0.00057407073975692638 0.00048208060834943199 0.0002163423298533687 0.00099696841793756735 0.0020905813841324947 0.0016842563622326656 0.0017608091418599618 0.0014630593583829393 0.0012699149721643662 0.001362421898629317 0.0019827123091303591 0.0015731568122149483 0.0013779767715818478 0.0015910111052790802 0.0018391272748568652 0.0017635140808934069
leaf_weight=62 93 52 60 75 53 121 65 66 61 53 68 73 56 96 82 139 94 127 53 53 57 97 86 139 906 68
leaf_count=62 93 52 60 75 53 121 65 66 61 53 68 73 56 96 82 139 94 127 53 53 57 97 86 139 906 68
internal_value=0 0.00165497 0.0013114 0.00140106 0.00109671 0.00158637 0.0014709 0.00176895 0.0017527 0.00173509 0.000910204 0.000754381 0.00063594 0.00077477 0.00161133 0.00171752 0.00146588 0.00131167 0.00162041 0.0011255 0.00172457 0.00180182 0.00156735 0.00182184 0.00180616 0.00194255
internal_weight=0 2637 657 597 226 371 296 1980 1918 1852 174 318 225 169 649 375 274 180 231 106 178 1203 225 1106 1045 150
internal_count=2955 2637 657 597 226 371 296 1980 1918 1852 174 318 225 169 649 375 274 180 231 106 178 1203 225 1106 1045 150
is_linear=0
shrinkage=0.0032998


Tree=4097
num_leaves=19
num_cat=0
split_feature=2 1446 49 42 158 49 133 16 52 49 49 52 1456 484 9 1186 13 2
split_gain=0.948816 0.757502 0.609665 0.48172 0.375632 0.350442 0.30106 0.534364 0.523301 0.243013 0.408025 0.245727 0.231971 0.494208 0.245609 0.266324 0.405945 0.0871507
threshold=0.10523 0.10250500000000001 -0.078789999999999985 -0.092104999999999979 0.019155000000000002 0.11580500000000001 0.077945 -0.23389999999999997 -0.51296999999999993 -0.085999999999999979 -0.079769999999999994 -0.012769999999999998 -0.07730999999999999 -0.013794999999999998 -1.0000000180025095e-35 0.083980000000000013 0.17888000000000001 0.086665000000000006
decision_type=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 7 -5 -9 11 -11 -1 13 -12 -14 16 -16 -15
right_child=2 -3 3 4 -6 -7 -8 8 -10 10 12 -13 14 17 15 -17 -18 -19
leaf_value=0.029915453156373395 -0.0074402352652918049 0.035130892401817243 0.024881463625636042 0.017630557608129569 0.018898659377806489 -0.0033608797275486843 0.018226167522986388 0.014923473379165872 -0.0028548065873475201 0.00084817696198807499 -0.0033457729892859456 0.014468330606156593 0.0054575369759004904 0.02030192765420169 0.015442809468932358 0.0039727348874406638 0.02753156557353922 0.010677239113681876
leaf_weight=59 65 53 54 86 80 85 74 65 168 62 61 59 70 55 1668 54 83 54
leaf_count=59 65 53 54 86 80 85 74 65 168 62 61 59 70 55 1668 54 83 54
internal_value=0 0.0152225 0.00804045 0.00968757 0.00821397 0.00642198 0.00854244 0.00629043 0.00209709 0.0147475 0.0143289 0.0222071 0.0147367 0.00875932 0.0152777 0.0156575 0.0160169 0.0155502
internal_weight=0 2278 677 612 558 478 393 319 233 2225 2107 118 2045 170 1875 1805 1751 109
internal_count=2955 2278 677 612 558 478 393 319 233 2225 2107 118 2045 170 1875 1805 1751 109
is_linear=0
shrinkage=0.16829


Tree=4098
num_leaves=25
num_cat=0
split_feature=1 3 4 4 52 52 3 11 3 1 3 13 42 1 3 481 3 4 40 481 51 15 43 42
split_gain=18.0552 6.88629 2.30111 2.18977 1.33097 1.16137 0.935247 0.89832 1.00234 0.860522 0.863829 0.970407 0.781214 0.7348 0.557545 0.470972 0.493284 0.436416 0.369466 0.36037 0.294225 0.324939 0.405059 0.148024
threshold=0.10123500000000001 -0.049204999999999992 0.41939500000000002 0.0060300000000000015 0.12456500000000001 -0.11480999999999998 -0.088584999999999983 1.0000000180025095e-35 -0.12077499999999998 0.14787500000000001 0.076825000000000018 -0.0088749999999999992 0.11966500000000001 0.083670000000000008 0.28833000000000003 -0.085504999999999984 -0.076004999999999975 -0.000195 -0.079179999999999987 -0.048929999999999994 -0.086234999999999992 0.043560000000000008 -0.00080499999999999983 0.086335000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 7 9 -2 -7 8 -1 10 11 18 15 20 -12 -10 19 -18 -3 -17 -5 22 23 -22
right_child=1 4 -4 13 -6 6 -8 -9 12 -11 14 -13 -14 -15 -16 16 17 -19 -20 -21 21 -23 -24 -25
leaf_value=0.001107827809042081 0.0017510573151163728 0.00083836803085910675 0.00075804229947672402 0.0011702493179989591 0.0010984053611023418 0.00093011490742772238 0.0015037001245745416 0.0018688086934663317 0.0013404686076507796 0.00019635033370093429 0.00098800819801334689 0.00010542596869837263 0.0011905423692241388 0.00099671432171333924 0.00058866126555873611 0.0018588939366589914 0.0014350987353206684 0.0017331918050362402 0.00045153660582009585 0.0016094226299877786 0.0012671771628852511 0.0011872234492727248 0.0016991382845945038 0.0015059098223166876
leaf_weight=55 95 57 63 69 64 53 76 102 89 54 92 52 60 75 66 69 318 66 52 1089 69 53 64 53
leaf_count=55 95 57 63 69 64 53 76 102 89 54 92 52 60 75 66 69 318 66 52 1089 69 53 64 53
internal_value=0 0.000919109 0.00131634 0.00151898 0.000658146 0.00147321 0.00126831 0.00156613 0.00154843 0.000582511 0.000647769 0.00047714 0.00156274 0.00129137 0.000821415 0.00157641 0.00159 0.00148643 0.000654148 0.00162432 0.001363 0.0014185 0.00148421 0.00137118
internal_weight=0 724 287 2231 437 224 129 1848 1746 373 319 161 1691 383 158 1631 1542 384 109 1158 308 239 186 122
internal_count=2955 724 287 2231 437 224 129 1848 1746 373 319 161 1691 383 158 1631 1542 384 109 1158 308 239 186 122
is_linear=0
shrinkage=0.0032998


Tree=4099
num_leaves=27
num_cat=0
split_feature=4 2 0 2 2 4 2 0 14 52 0 4 4 0 52 16 14 4 481 159 2 156 16 43 43 2
split_gain=48.6718 13.5709 7.25838 5.24009 4.66353 2.71954 1.88983 1.83598 1.38331 1.21196 1.2101 1.48255 1.32062 0.895324 0.841336 0.766787 1.53565 1.23431 0.569263 1.31977 0.824157 0.436436 0.399633 0.356005 0.30376 0.27851
threshold=0.27998000000000006 0.10523 -0.12851999999999997 0.13388500000000003 -1.0000000180025095e-35 -0.070654999999999982 0.15510000000000004 -0.068669999999999995 0.073890000000000011 -0.45635499999999996 -0.11167499999999998 -0.00076499999999999995 0.024470000000000002 -0.085524999999999976 -1.0000000180025095e-35 -0.53242499999999993 -1.0000000180025095e-35 0.51074000000000008 -0.085424999999999987 -0.020999999999999994 0.088005000000000014 0.080810000000000007 -0.35377499999999995 -0.077614999999999976 -0.083209999999999992 0.11218000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 9 7 8 15 -1 18 -4 11 -7 13 21 -11 -2 -17 -18 -6 -20 -21 -12 -13 -14 -15 -16
right_child=6 2 3 -5 5 10 -8 -9 -10 14 12 22 23 24 25 16 17 -19 19 20 -22 -23 -24 -25 -26 -27
leaf_value=0.0083056921560509516 0.0074468547625521466 0.0070194493319025416 0.0086389733561784213 0.0074545952348482889 0.0083186075518831767 0.007753409095311423 0.0064868118037795406 0.0074602640861473352 0.0091822035647463138 0.0078093028209712274 0.0086361508276307647 0.0085945566395204363 0.0084176879573713576 0.0085926264889138911 0.0085040325015713278 0.0074404810441101943 0.0064342997074031422 0.0071385047111684136 0.0092009968735390999 0.0087332234633989356 0.0084971352409969995 0.0089424663703152798 0.0082224552385490746 0.0080825962542169939 0.0083902932479416915 0.0081666902797500746
leaf_weight=58 86 82 99 100 52 55 52 57 64 52 264 69 73 152 59 72 52 61 54 528 255 73 74 87 256 69
leaf_count=58 86 82 99 100 52 55 52 57 64 52 264 69 73 152 59 72 52 61 54 528 255 73 74 87 256 69
internal_value=0 0.00842807 0.00791283 0.00810602 0.00853746 0.00857383 0.00707007 0.00788696 0.00870423 0.00833938 0.00846113 0.00822219 0.00851336 0.00857294 0.00817441 0.00718185 0.00705847 0.00681476 0.00866978 0.00869156 0.00865638 0.00870261 0.00840225 0.0082357 0.00846576 0.00832246
internal_weight=0 2632 461 379 2171 2056 323 115 953 279 1103 198 905 745 180 271 185 113 889 837 783 337 143 160 408 128
internal_count=2955 2632 461 379 2171 2056 323 115 953 279 1103 198 905 745 180 271 185 113 889 837 783 337 143 160 408 128
is_linear=0
shrinkage=0.0032998


Tree=4100
num_leaves=23
num_cat=0
split_feature=12 2 2 2 2 2 0 0 0 123 147 403 1452 9 0 16 15 15 11 16 43 16
split_gain=17.8809 13.7834 3.66961 3.49677 5.55841 2.46904 3.32591 1.96166 1.79643 1.36887 1.25681 0.935914 0.849828 0.637135 0.561543 1.66288 2.75971 2.12676 1.3792 0.791096 0.485658 0.631948
threshold=-0.012249999999999999 0.12068000000000001 0.15305000000000002 -1.0000000180025095e-35 0.094765000000000016 0.10179000000000001 -0.12851999999999997 -0.085264999999999994 -0.14720499999999997 0.083005000000000009 0.087170000000000011 -0.036619999999999993 0.086470000000000005 -0.075899999999999981 -0.079249999999999987 0.067035000000000011 -1.0000000180025095e-35 0.085465000000000013 0.078065000000000009 0.052150000000000009 -0.078409999999999994 0.51041000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 7 13 -5 10 -7 -3 -6 -10 12 -8 14 -1 18 17 -17 -16 19 -2 -13 -22
right_child=1 2 -4 4 8 6 11 -9 9 -11 -12 20 -14 -15 15 16 -18 -19 -20 -21 21 -23
leaf_value=0.00096374824604032858 0.002091451409297227 0.00090284425265968514 0.0004062717825523062 0.0022592321632754625 0.00066668357135826002 0.0012074839062882565 0.0015296869931882983 0.0016646378719818548 0.0016978412628992051 0.0010552505749963474 0.001607665883455924 0.0022759783006018092 0.0023990095763542331 0.00049266779539381344 0.001355893538686308 0.0018524519410080956 0.0026994473099895078 0.0019740677889911731 0.0025867609779185339 0.0017673825281943958 0.0017622971867448504 0.0021628730138515489
leaf_weight=62 1139 58 56 62 63 90 52 102 64 84 67 62 83 64 81 96 75 246 59 90 103 76
leaf_count=62 1139 58 56 62 63 90 52 102 64 84 67 62 83 64 81 96 75 246 59 90 103 76
internal_value=0 0.0019318 0.00113417 0.00118004 0.00139004 0.00200608 0.00176335 0.00138871 0.00113448 0.00133337 0.00205408 0.00193398 0.00207007 0.000724749 0.00205476 0.00195953 0.00222415 0.00182105 0.00209155 0.00206775 0.00202106 0.00193257
internal_weight=0 2535 216 399 273 2319 383 160 211 148 1936 293 1869 126 1786 498 171 327 1288 1229 241 179
internal_count=2934 2535 216 399 273 2319 383 160 211 148 1936 293 1869 126 1786 498 171 327 1288 1229 241 179
is_linear=0
shrinkage=0.0032998


Tree=4101
num_leaves=17
num_cat=0
split_feature=9 123 150 42 16 3 42 1446 483 457 1453 51 12 1210 1210 457
split_gain=0.625995 0.513456 0.596363 0.539209 0.457481 0.410985 0.710469 0.723015 0.67537 0.708488 0.555442 0.464854 0.435973 0.3933 0.690533 0.387594
threshold=0.092645000000000019 0.081630000000000022 0.085425000000000015 0.092860000000000012 -0.010504999999999999 -0.084944999999999979 0.097255000000000022 0.085640000000000008 0.083960000000000021 0.035070000000000011 -0.076919999999999988 0.14897000000000002 0.083705000000000016 -0.085469999999999977 -0.016164999999999995 0.10412500000000001
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 6 7 8 9 12 -7 13 -1 -12 -15 -16
right_child=-2 2 -4 -5 -6 10 -8 -9 -10 -11 11 -13 -14 14 15 -17
leaf_value=0.008946301234066964 0.0027463906753055854 0.035848456950899499 -0.0011132476354329412 0.0059651756787267663 0.014142271776109447 0.040304423236520795 0.038054768081001861 -0.0014403799964670769 0.03669194018765664 0.0015012643496096724 0.0098612961464984231 0.007495464684367229 0.020969403887363569 0.040545834109864252 0.022512520017852006 0.037361121527988234
leaf_weight=100 54 58 59 63 53 53 52 52 57 70 60 55 609 67 1420 52
leaf_count=100 54 58 59 63 53 53 52 52 57 70 60 55 609 67 1420 52
internal_value=0 0.0210734 0.0134793 0.0184376 0.0255004 0.0217412 0.0189052 0.0177818 0.0189796 0.0176812 0.0233018 0.0227559 0.0192762 0.0232797 0.0238016 0.0230383
internal_weight=0 2880 233 174 111 2647 940 888 836 779 1707 1654 709 1599 1539 1472
internal_count=2934 2880 233 174 111 2647 940 888 836 779 1707 1654 709 1599 1539 1472
is_linear=0
shrinkage=0.16829


Tree=4102
num_leaves=10
num_cat=0
split_feature=15 106 149 40 1446 13 15 49 3
split_gain=0.639239 0.677102 0.540737 0.547853 0.441551 0.419925 0.521601 0.619691 0.364395
threshold=0.13954000000000003 0.085935000000000025 0.079475000000000004 0.0045850000000000005 0.11228000000000002 0.26497500000000002 -0.091074999999999975 -0.066894999999999982 -0.082474999999999979
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -8
right_child=-2 -3 -4 -5 -6 -7 8 -9 -10
leaf_value=-0.0014829560139642776 0.002664056741072392 -0.00096167994221645352 0.033605992057408003 0.0033659867344393475 0.0026802476750074312 0.031371392854318475 0.016967153311169041 0.015628431985293682 0.02162564158030977
leaf_weight=67 83 54 62 74 52 69 916 554 1003
leaf_count=67 83 54 62 74 52 69 916 554 1003
internal_value=0 0.0176721 0.0180325 0.0176788 0.0180761 0.0183823 0.0180287 0.0137794 0.0194029
internal_weight=0 2851 2797 2735 2661 2609 2540 621 1919
internal_count=2934 2851 2797 2735 2661 2609 2540 621 1919
is_linear=0
shrinkage=0.16829


Tree=4103
num_leaves=26
num_cat=0
split_feature=1 155 52 1 0 14 150 2 4 1 0 2 1 131 4 0 43 47 52 48 4 0 52 133 0
split_gain=26.6244 8.60315 3.74487 2.90493 2.66567 2.26051 1.98147 1.159 1.14952 1.53415 0.942084 0.855443 0.740127 1.37011 0.675518 1.20338 0.617259 0.613775 0.540805 0.534409 0.50284 0.483159 0.468611 0.28463 0.404456
threshold=0.098395000000000024 0.10022500000000002 0.20131000000000002 0.13074500000000003 -0.13843999999999998 0.064610000000000015 0.082965000000000025 0.13270000000000001 0.008570000000000003 0.081720000000000015 -0.10339499999999999 0.13775000000000001 0.090355000000000005 0.085925000000000015 -0.47860499999999995 -0.060094999999999989 -1.0000000180025095e-35 0.08801500000000001 -0.064364999999999992 0.083775000000000002 -0.07928499999999998 -0.11656999999999999 0.11262000000000001 0.096875000000000017 -0.093374999999999986
decision_type=2 2 2 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 16 7 17 8 12 21 -5 -12 14 20 -1 22 -2 18 -6 -18 -14 -10 -16 24 -23
right_child=1 -3 -4 10 6 -7 -8 -9 9 -11 11 -13 13 -15 15 -17 19 -19 -20 -21 -22 23 -24 -25 -26
leaf_value=0.0020587088446941044 0.00030807298720422348 0.0019831195319923354 0.0015502756181174492 0.00084350302777009948 0.00094358180936327701 0.0021957375470079534 0.00066588593514467899 0.0011798758982864341 0.0018885336641170142 0.0010042116940193369 0.00054724909107757189 5.7849462293972683e-05 0.0011151541626502714 0.0019140427219314833 0.0017771282764453273 0.0013616426494945249 0.00097186237015279664 0.0015749231302280326 0.0014095729668999256 0.00050749809163528801 0.0015068921663178021 0.0014402158964840163 0.0015941045004397509 0.0013246242755747791 0.0017975040905026218
leaf_weight=71 52 83 76 52 55 93 67 52 53 57 88 70 57 73 1130 93 56 70 55 53 100 75 181 55 67
leaf_count=71 52 83 76 52 55 93 67 52 53 57 88 70 57 73 1130 93 56 70 55 53 100 75 181 55 67
internal_value=0 0.000978766 0.000858598 0.00077348 0.000935871 0.00169129 0.00115137 0.00166855 0.00168116 0.00149439 0.00045781 0.000330649 0.00171477 0.00153934 0.0017421 0.00172606 0.000605043 0.00133188 0.0011769 0.000746394 0.00136489 0.00160601 0.00175189 0.00152982 0.00160904
internal_weight=0 777 694 618 408 2157 247 2064 2012 307 210 158 1705 230 1475 1404 161 180 110 109 157 250 1311 197 142
internal_count=2934 777 694 618 408 2157 247 2064 2012 307 210 158 1705 230 1475 1404 161 180 110 109 157 250 1311 197 142
is_linear=0
shrinkage=0.0032998


Tree=4104
num_leaves=28
num_cat=0
split_feature=1 49 3 16 16 16 13 0 0 2 0 16 2 3 0 475 156 11 52 159 0 2 1 47 13 48 3
split_gain=0.775513 0.616614 0.546875 0.641806 0.771076 0.482951 0.464823 0.970101 0.958855 0.532609 0.551082 0.802715 0.636409 0.764146 0.309049 0.307206 0.408469 0.369434 0.314628 0.344426 0.322094 0.260736 0.234278 0.237005 0.230101 0.2037 0.175685
threshold=0.090195000000000011 -0.078789999999999985 -0.04682999999999999 -0.0038249999999999998 0.25032500000000008 -0.0096749999999999978 -0.088294999999999985 -0.080584999999999976 -0.13619499999999998 -0.0098549999999999974 -0.037444999999999992 0.55657000000000012 0.093470000000000011 0.10265000000000001 -0.074679999999999983 -0.085734999999999992 0.10079000000000002 0.078340000000000007 0.11628500000000001 -0.0020949999999999996 -0.086414999999999978 0.092935000000000004 0.091845000000000024 0.10261500000000001 -0.09391999999999999 0.082705000000000015 -0.07792499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 15 25 -5 -2 7 8 -3 -8 12 -12 22 14 -14 -1 17 18 19 20 -17 -20 -11 -24 -21 -4 -23
right_child=1 6 3 4 -6 -7 9 -9 -10 10 11 -13 13 -15 -16 16 -18 -19 21 24 -22 26 23 -25 -26 -27 -28
leaf_value=0.0065252035035236649 0.011506393319690483 0.00018954140914767361 0.011361081832079747 0.049358340600195429 0.020564679772321546 -0.0084877837175365723 0.0030502736837302391 -0.012752110984440589 0.028004319913902693 0.0094709339453994037 0.042689103755989222 0.015090718945505807 -0.0094419882625405415 0.019331497506746887 0.0076718992202453994 0.018074856379556341 0.0025558764810817078 0.0044963657522393268 0.0040319047540588052 0.026277481992149229 0.034586094225002605 0.023796256350383734 0.024896488661899092 0.013747469885671652 0.017209895110762912 0.025102474251675066 0.011201912087119166
leaf_weight=87 66 74 76 52 54 71 90 56 67 57 53 69 64 86 56 63 55 61 77 87 73 54 177 79 1001 52 77
leaf_count=87 66 74 76 52 54 71 90 56 67 57 53 69 64 86 56 63 55 61 77 87 73 54 177 79 1001 52 77
internal_value=0 0.0116848 0.0173818 0.0250055 0.0347068 0.00113133 0.0132408 0.00597054 0.0134192 0.0151977 0.0169004 0.0270949 0.0145006 0.00722256 -0.00144054 0.0162896 0.0168372 0.0173621 0.0179089 0.0189397 0.0269507 0.0118346 0.0192849 0.021463 0.0179366 0.0169576 0.0164072
internal_weight=0 1065 1869 234 106 137 928 197 141 731 641 122 519 206 120 1635 1548 1493 1432 1224 136 208 313 256 1088 128 131
internal_count=2934 1065 1869 234 106 137 928 197 141 731 641 122 519 206 120 1635 1548 1493 1432 1224 136 208 313 256 1088 128 131
is_linear=0
shrinkage=0.16829


Tree=4105
num_leaves=14
num_cat=0
split_feature=447 132 4 16 41 43 16 2 43 1212 2 1451 2
split_gain=0.471241 0.392343 0.482188 0.840026 0.432648 0.599768 0.420149 0.38949 0.347323 0.34076 0.337276 0.344624 0.098172
threshold=0.091410000000000005 0.12315500000000001 0.27258000000000004 -0.42170999999999997 0.075585000000000013 -0.004174999999999999 -0.014654999999999998 0.12173500000000002 0.31405000000000005 0.11517500000000001 0.13388500000000003 1.0000000180025095e-35 -0.0011799999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 8 -6 -5 12 9 10 11 -1 -4
right_child=-2 -3 3 6 5 -7 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.014430617325876874 -0.0019821918396639208 0.025693208517915303 0.013017618096192229 -0.014384820273475693 0.010604848356660651 0.035332203018397491 0.0053536623791523626 0.025072027548861928 0.0030364522114207084 0.00045719878987777904 0.003716073697593531 0.00065492263490390891 0.0036094439298757419
leaf_weight=2106 61 67 63 61 53 59 61 57 97 57 93 53 64
leaf_count=2106 61 67 63 61 53 59 61 57 97 57 93 53 64
internal_value=0 0.0129392 0.012636 0.00631671 0.0134032 0.0236469 -0.00450085 0.013499 0.0129256 0.0133402 0.0136655 0.0140933 0.00829064
internal_weight=0 2891 2824 306 2518 112 122 184 2406 2309 2252 2159 127
internal_count=2952 2891 2824 306 2518 112 122 184 2406 2309 2252 2159 127
is_linear=0
shrinkage=0.16829


Tree=4106
num_leaves=21
num_cat=0
split_feature=3 3 13 3 481 42 42 15 481 123 49 52 0 3 0 0 11 3 3 42
split_gain=0.470338 0.576219 0.378459 0.938481 0.632252 1.00437 0.443697 0.39564 0.407626 0.376199 0.373915 0.424642 0.343409 0.232699 0.337706 0.229606 0.15358 0.251927 0.381848 0.296914
threshold=0.28833000000000003 0.41720500000000005 0.032645000000000007 -0.14884499999999998 -0.084514999999999993 0.086895000000000014 0.09747500000000002 -0.41343999999999997 -0.050084999999999991 0.084000000000000005 -0.066414999999999988 0.12484500000000003 -0.077944999999999987 -0.057749999999999989 -0.068419999999999995 -0.088444999999999982 0.088315000000000018 -0.090104999999999977 -0.14539499999999997 -0.075609999999999997
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 7 -6 -9 -10 -4 16 15 14 -14 -8 17 18 -12 -20
right_child=1 -3 10 4 6 -7 12 8 9 -11 11 -13 13 -15 -16 -17 -18 -19 19 -21
leaf_value=0.02888828258035055 -0.0092401686176974435 0.013940426942858446 -0.006852185816819594 0.016292554621846665 0.00023530791543632546 -0.014653611385650096 0.0055423174001944416 0.02420894253540784 0.012121539602534497 0.023275820941843616 0.0019933665335616787 0.0225073017480804 0.01397314119342765 0.019806877651206527 -0.0014318486159890492 -0.009561028972256868 -0.0018493819832054621 0.00072289618711784509 0.0098182978931124227 0.026242522958827608
leaf_weight=88 73 52 52 54 68 66 63 93 1566 91 82 52 88 53 74 52 56 100 75 54
leaf_count=88 73 52 52 54 68 66 63 93 1566 91 82 52 88 53 74 52 56 100 75 54
internal_value=0 0.000388587 0.0109523 0.0118239 0.011161 -0.000712865 0.0118252 0.0128566 0.013346 0.0127352 0.00658877 0.00826114 0.00613769 0.010109 0.0069252 -0.0012714 0.00623772 0.00769969 0.0109977 0.0167075
internal_weight=0 125 2827 2356 2268 120 2148 1818 1750 1657 471 419 330 215 162 115 367 311 211 129
internal_count=2952 125 2827 2356 2268 120 2148 1818 1750 1657 471 419 330 215 162 115 367 311 211 129
is_linear=0
shrinkage=0.16829


Tree=4107
num_leaves=12
num_cat=0
split_feature=30 48 48 151 457 43 43 0 393 14 0
split_gain=0.331487 0.32391 0.481895 0.751059 0.389919 0.39365 0.668514 0.460033 0.365122 0.373179 0.262855
threshold=0.086220000000000019 -0.088594999999999993 -0.032929999999999994 -0.08317999999999999 0.094845000000000013 -0.18906999999999999 -0.14724999999999996 -0.057749999999999989 0.088325000000000001 -0.31108499999999994 -0.092134999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 10 9 -8 -4
right_child=-2 2 4 -5 -6 6 8 -9 -10 -11 -12
leaf_value=0.020861198808867585 -0.0033171046189440713 0.011478724730541115 -0.0026399651319648936 -0.016588758308394277 0.022169828187095321 0.026990422443269841 -0.0036682058599095007 -0.011997922421888825 0.019973520236231203 0.008967272066860002 0.012317113185022625
leaf_weight=64 63 55 54 53 64 60 68 52 83 2250 86
leaf_count=64 63 55 54 53 64 60 68 52 83 2250 86
internal_value=0 0.00900197 0.00873266 -0.0022785 0.00917101 0.00885676 0.00942948 0.0015064 0.00898989 0.00859583 0.00653512
internal_weight=0 2889 2825 108 2717 2653 2461 192 2401 2318 140
internal_count=2952 2889 2825 108 2717 2653 2461 192 2401 2318 140
is_linear=0
shrinkage=0.16829


Tree=4108
num_leaves=17
num_cat=0
split_feature=39 13 147 42 13 13 52 52 151 474 39 41 41 159 13 42
split_gain=9.70852 8.17905 4.06071 2.11505 1.63972 1.62319 1.14132 1.35086 0.938194 0.848883 0.715979 0.643038 0.925382 0.627528 0.56893 0.435786
threshold=0.085285000000000014 -0.27740999999999993 0.08955500000000001 -0.044384999999999994 0.032645000000000007 -0.0094049999999999984 -0.54533999999999982 -0.082554999999999976 0.067425000000000013 0.10539000000000001 0.094095000000000026 0.088100000000000012 0.075585000000000013 0.088800000000000004 0.064420000000000019 -0.048914999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 4 -2 8 10 -6 -8 9 11 -5 12 -3 -1 -9 -16
right_child=3 2 -4 5 6 -7 7 14 -10 -11 -12 -13 -14 -15 15 -17
leaf_value=0.00098094769760212626 0.0015776122187079332 0.0016844486297244159 0.00096698644329360546 0.0012447262874838874 0.001901143835847471 0.00045324196363359269 0.00098102148360956851 0.0012168537688628414 0.0021277221763205067 0.0020884443648113721 0.00081941264225519829 0.0013222683147209443 0.0021176679697692152 0.00050468993868030331 0.0017673755677073185 0.0014558187980600636
leaf_weight=73 54 1817 92 87 59 76 67 58 58 60 87 52 56 52 88 116
leaf_count=73 54 1817 92 87 59 76 67 58 58 60 87 52 56 52 88 116
internal_value=0 0.00160756 0.00164839 0.000984616 0.00167417 0.000856388 0.00147685 0.00140066 0.00171162 0.00169945 0.00103227 0.0016873 0.00169742 0.000783106 0.00150783 0.00159039
internal_weight=0 2648 2523 304 2431 250 388 329 2043 1985 174 1925 1873 125 262 204
internal_count=2952 2648 2523 304 2431 250 388 329 2043 1985 174 1925 1873 125 262 204
is_linear=0
shrinkage=0.0032998


Tree=4109
num_leaves=27
num_cat=0
split_feature=1 1 12 12 52 147 12 12 1 43 11 1 16 160 43 52 13 16 133 1 13 0 130 0 52 52
split_gain=45.8638 10.2406 7.62979 2.8451 2.34887 1.75286 1.31838 1.00502 0.995835 0.910386 0.845199 0.998734 1.196 1.19327 1.07164 0.656393 0.60711 0.599418 0.572901 0.544201 0.482019 0.61667 0.473236 0.268868 0.235976 0.121057
threshold=0.10398500000000001 0.13686500000000004 0.086385000000000003 -0.025219999999999996 -0.22118499999999996 0.089090000000000016 0.098355000000000012 0.106505 0.092845000000000025 -0.049364999999999992 1.0000000180025095e-35 0.080320000000000016 0.20277000000000003 0.083130000000000023 0.041625000000000002 -1.0000000180025095e-35 -0.057284999999999996 -1.0000000180025095e-35 0.11330000000000001 0.11690500000000002 -0.062109999999999992 -0.19166999999999998 0.096375000000000016 -0.061204999999999989 -0.45635499999999996 0.029970000000000007
decision_type=2 2 2 2 2 2 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 8 -4 6 10 -6 -1 19 11 12 18 14 -13 -12 -3 22 -5 -2 -11 -22 25 -19 -14 -8
right_child=1 16 4 5 7 -7 17 -9 -10 20 15 13 24 -15 -16 -17 -18 23 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=0.0013987775254229915 0.00054778243243731937 -0.00025467260217333686 0.0018817615288364473 0.0018051320421819349 0.0013654006773754813 0.0010638218043974171 0.0015801673112662219 0.00076629413091443581 0.00084157908664468021 0.00047593089913013011 0.002258904643461622 0.001687090201638279 0.0015622678548781197 0.0011078544075100777 0.0011824182271771284 0.0017319649673413738 0.00014534125858231358 0.0014351622249628973 0.001577271598719489 0.00012144793711057908 0.0005878368340328919 0.0010958612654524513 0.0013091660500026395 0.0011072628086169049 0.0012434201871610018 0.0017673670490329291
leaf_weight=92 67 89 68 937 75 53 84 52 57 62 53 364 53 56 53 52 77 61 141 64 52 53 53 52 52 80
leaf_count=92 67 89 68 937 75 53 84 52 57 62 53 364 53 56 53 52 77 61 141 64 52 53 53 52 52 80
internal_value=0 0.000639779 0.000878476 0.0016276 0.00138606 0.00165828 0.00167334 0.00112037 0.00118586 0.000546211 0.00170933 0.00169099 0.00174249 0.00156211 0.00162303 0.00199828 -6.89118e-05 0.00148113 0.00177536 0.000339766 0.000707942 0.000844604 0.00158332 0.00128458 0.0014047 0.0016717
internal_weight=0 659 493 2293 195 2144 2091 127 149 298 1761 1656 1183 473 417 105 166 330 1078 131 167 105 217 113 105 164
internal_count=2952 659 493 2293 195 2144 2091 127 149 298 1761 1656 1183 473 417 105 166 330 1078 131 167 105 217 113 105 164
is_linear=0
shrinkage=0.0032998


Tree=4110
num_leaves=30
num_cat=0
split_feature=12 15 2 2 150 150 12 3 3 2 15 52 3 3 16 51 52 160 3 16 3 16 50 472 13 13 2 12 3
split_gain=26.4162 8.61209 8.08256 4.37584 2.82594 3.15488 2.36652 2.09289 1.73007 1.68213 1.46924 1.43464 2.64121 1.14171 1.38529 1.07352 1.03509 0.963149 0.668397 0.525826 0.523787 0.469867 0.363339 0.292017 0.271149 0.452232 0.381114 0.264085 0.195523
threshold=0.056995000000000011 -0.26361999999999991 0.13447000000000003 0.14744000000000002 0.083435000000000023 -1.0000000180025095e-35 -0.073629999999999987 0.11269500000000002 -0.0024599999999999995 0.091235000000000024 -0.073274999999999993 -0.090084999999999985 -0.097574999999999981 -0.14719499999999996 -0.16956499999999999 -0.096089999999999981 -0.085519999999999985 0.07827000000000002 0.0048000000000000013 0.08215500000000002 -0.09738999999999999 0.25032500000000008 0.10517000000000001 -1.0000000180025095e-35 -0.059629999999999996 -0.094359999999999986 0.099655000000000007 0.10621000000000001 -0.082784999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 9 4 5 -3 18 8 10 13 -7 21 -13 -2 -15 -16 -6 -18 -1 -10 -17 -11 -22 -23 25 -14 -27 28 -26
right_child=2 3 -4 -5 16 7 -8 -9 19 11 -12 12 24 14 15 20 17 -19 -20 -21 22 23 -24 -25 27 26 -28 -29 -30
leaf_value=0.00039565783231583295 0.002240448911374347 0.00081146365291725467 0.00069736002353230962 0.00035584318076658627 0.001384465833730679 0.0019325081984429592 0.00090554734153116721 0.0010524754813464321 0.002239232880052836 0.0021660091472344247 0.0012274896199622398 0.0010044561948212981 0.0014795796350465891 0.0013685372217274853 0.0015225540026295365 0.0021348380184402979 0.0010947986580976661 0.00049583186940366458 -0.00010610708415324403 0.0017970039958862362 0.0019011310297232888 0.0016093636550715375 0.0017180543827712248 0.0019118052666539632 0.0016245572262464929 0.0017154884845908759 0.0020401591680073434 0.001768443071404615 0.0013355202117766192
leaf_weight=62 87 59 74 53 53 54 78 54 71 54 81 76 52 63 90 96 66 53 54 52 948 56 140 102 52 111 64 52 55
leaf_count=62 87 59 74 53 53 54 78 54 71 54 81 76 52 63 90 96 66 53 54 52 948 56 140 102 52 111 64 52 55
internal_value=0 0.00106516 0.00176995 0.00126176 0.00135012 0.00151239 0.000460998 0.00164483 0.00176867 0.00180776 0.00150976 0.00167146 0.00156789 0.00187225 0.00184827 0.00187196 0.000999901 0.000828328 0.000161774 0.00205256 0.00189849 0.001897 0.00187761 0.00180483 0.00167874 0.0017533 0.00183443 0.00157208 0.00147632
internal_weight=0 790 2172 596 543 371 194 312 258 2098 135 674 462 1424 1337 1274 172 119 116 123 1184 212 1088 158 386 227 175 159 107
internal_count=2962 790 2172 596 543 371 194 312 258 2098 135 674 462 1424 1337 1274 172 119 116 123 1184 212 1088 158 386 227 175 159 107
is_linear=0
shrinkage=0.0032998


Tree=4111
num_leaves=10
num_cat=0
split_feature=12 147 474 1209 457 157 160 484 160
split_gain=0.576266 0.515207 0.373846 0.362863 0.288781 0.441956 0.326134 0.590057 0.38433
threshold=-0.19698999999999997 0.096370000000000011 -0.10387999999999999 -0.08459499999999999 0.10081000000000002 -0.21450999999999998 0.056295000000000005 0.097360000000000016 0.085305000000000006
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -7 -8
right_child=1 -3 3 4 -6 6 8 -9 -10
leaf_value=-0.0047470430353860416 0.023771799091430196 0.027291541004380842 0.023287535707233027 0.022780181592483323 -0.00048030353885695213 0.0086087180079425195 0.025456409706005621 0.020108963879762812 0.012039696237234805
leaf_weight=66 62 55 62 81 69 2037 75 135 320
leaf_count=66 62 55 62 81 69 2037 75 135 320
internal_value=0 0.0111375 0.0108241 0.0105346 0.0102429 0.010523 0.0101356 0.00932434 0.0145917
internal_weight=0 2896 2841 2779 2717 2648 2567 2172 395
internal_count=2962 2896 2841 2779 2717 2648 2567 2172 395
is_linear=0
shrinkage=0.16829


Tree=4112
num_leaves=22
num_cat=0
split_feature=1 2 376 4 10 2 2 150 11 0 1446 2 2 40 401 1210 4 15 16 131 402
split_gain=16.0559 3.24999 1.96917 2.2347 1.84685 1.88106 1.69804 1.31332 1.14095 0.776213 0.638486 0.596209 0.567432 0.557078 0.526573 0.688834 0.422378 0.523434 0.415861 0.302154 0.200888
threshold=0.10921500000000002 0.14073000000000005 0.081270000000000023 0.41377500000000006 -1.0000000180025095e-35 0.092250000000000013 0.10979000000000001 0.082085000000000019 0.080070000000000016 -0.066574999999999981 0.087240000000000012 0.12336000000000001 0.30739000000000005 -0.012844999999999997 0.086035000000000014 -0.080884999999999985 -0.49269499999999994 -0.11124499999999998 -0.4193599999999999 0.09148000000000002 0.092815000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 -1 8 19 11 9 10 14 13 -3 -7 15 -6 -15 -18 -5 -2 -16
right_child=1 12 -4 18 5 7 -8 -9 -10 -11 -12 -13 -14 16 20 -17 17 -19 -20 -21 -22
leaf_value=0.00095148226609282607 0.0016976198397552801 0.00062121678929168307 0.00045872545922999718 0.00065965380259977782 0.0018849366350213938 0.0011826211373599993 0.00097352935687671177 0.0010433066661040512 0.0020827789338241399 0.0012630773820061548 0.0018850119540042573 0.0011639983107923333 0.00018246692727501008 0.0017359848657385497 0.0019158941661617588 0.0015422631936773379 0.0017719963833060343 0.0014444868229995073 0.0010314257223861406 0.001373651673864433 0.0016626613071336971
leaf_weight=61 81 85 55 86 69 61 86 95 53 77 85 70 52 84 65 1068 61 479 54 54 81
leaf_count=61 81 85 55 86 69 61 86 95 53 77 85 70 52 84 65 1068 61 479 54 54 81
internal_value=0 0.000896209 0.00104145 0.00113013 0.00151986 0.00153461 0.00133701 0.00141028 0.00160513 0.00158759 0.00160583 0.0014564 0.000454941 0.00148623 0.0015873 0.00156309 0.00151586 0.00148155 0.000803303 0.00156829 0.00177564
internal_weight=0 553 416 361 2409 2348 221 850 1498 1445 1368 755 137 685 1283 1137 624 540 140 135 146
internal_count=2962 553 416 361 2409 2348 221 850 1498 1445 1368 755 137 685 1283 1137 624 540 140 135 146
is_linear=0
shrinkage=0.0032998


Tree=4113
num_leaves=10
num_cat=0
split_feature=1210 121 97 124 39 151 0 0 52
split_gain=0.5999 0.507222 0.405301 0.376765 0.613438 0.371747 0.514716 0.552986 0.240907
threshold=-0.080884999999999985 -1.0000000180025095e-35 -0.0047149999999999996 0.06782500000000001 0.10490000000000001 0.090670000000000014 -0.23803499999999997 -0.22480499999999998 0.084580000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 4 5 6 -4 -8 -1
right_child=1 2 3 -5 -6 -7 7 -9 -10
leaf_value=0.029920947755971088 0.024800119954195239 -0.0032132703842908052 0.025442890391935289 -0.0044177547802392641 0.027202772265964084 0.02048128181484727 -0.007013627212771747 0.0090674956582207332 0.0145332215277861
leaf_weight=55 60 73 53 54 56 83 62 2404 62
leaf_count=55 60 73 53 54 56 83 62 2404 62
internal_value=0 0.00947342 0.00914257 0.00947582 0.00975876 0.00938264 0.00901623 0.00866246 0.0217821
internal_weight=0 2845 2785 2712 2658 2602 2519 2466 117
internal_count=2962 2845 2785 2712 2658 2602 2519 2466 117
is_linear=0
shrinkage=0.16829


Tree=4114
num_leaves=14
num_cat=0
split_feature=12 1375 157 51 4 4 41 4 4 42 1 51 12
split_gain=0.460088 0.426832 0.453592 0.48271 0.631018 0.40723 0.363564 0.681396 0.587121 0.383542 0.347252 0.316697 0.096949
threshold=-0.19698999999999997 -0.10702499999999998 -0.21450999999999998 0.10271500000000001 -0.018069999999999996 -0.4950449999999999 0.07677500000000001 -0.10023999999999998 -0.17568999999999999 0.090115000000000015 0.09772500000000002 -0.10183499999999999 0.088745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 11 7 8 -7 -8 -9 -4 -6
right_child=1 2 3 4 12 6 9 10 -10 -11 -12 -13 -14
leaf_value=-0.0055927305759012821 -0.0050812709984905877 0.021102532379472412 0.0091427061207694626 -0.014045594535680619 0.0023009876602316545 0.0061975115328818326 0.026607916047880098 0.009994189560680964 -0.016452711855830519 0.0079046632434570108 0.004899286163584972 0.026797999240684912 0.012436243263397987
leaf_weight=66 63 84 53 60 53 75 64 1719 57 61 488 64 55
leaf_count=66 63 84 53 60 53 75 64 1719 57 61 488 64 55
internal_value=0 0.0086012 0.00890611 0.00853277 -0.0001976 0.00910174 0.00863975 0.00816574 -0.00356966 0.0174951 0.00886845 0.0188157 0.0074791
internal_weight=0 2896 2833 2749 168 2581 2464 2339 132 125 2207 117 108
internal_count=2962 2896 2833 2749 168 2581 2464 2339 132 125 2207 117 108
is_linear=0
shrinkage=0.16829


Tree=4115
num_leaves=21
num_cat=0
split_feature=4 4 14 4 50 51 1456 43 1 51 16 133 3 15 16 51 52 4 3 156
split_gain=0.866656 0.559474 0.81481 0.485263 0.471997 0.502754 0.459096 0.42806 0.479389 0.72273 0.696912 0.597399 0.566903 0.431727 0.371478 0.369627 0.342587 0.31034 0.290205 0.181123
threshold=-0.50690499999999983 0.31392000000000003 -0.10523499999999998 0.50609000000000004 0.10114000000000002 0.10532000000000001 -0.0083149999999999977 -0.23933499999999996 0.10075500000000003 -0.06533499999999999 0.0044600000000000013 0.11264000000000002 -0.078644999999999979 0.085775000000000004 -0.53870999999999991 -0.13795499999999997 0.40431 -0.014454999999999997 -0.07908999999999998 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 -3 14 5 7 -6 13 10 19 11 -9 -11 -2 -4 -12 17 18 -8 -10
right_child=1 2 3 -5 6 -7 16 8 9 12 15 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.024634805017868664 0.027171849400334559 0.014064582130036937 -0.0039622711302806524 0.0043430316084688116 -0.011770669792521579 0.022702736634404658 0.00028168323970073725 0.012286999528545502 0.006048943910829282 -0.019567221372396765 0.010395172824360512 0.0023994072320080292 0.0011901080908058399 0.0074212046352793168 -0.022722019224927139 -0.0010677171282628694 0.016428466340540945 -0.0070174402094508297 0.016494847282251143 0.019787031733838063
leaf_weight=86 69 90 71 90 55 75 79 1192 58 52 117 203 131 58 52 249 59 72 52 52
leaf_count=86 69 90 71 90 55 75 79 1192 58 52 117 203 131 58 52 249 59 72 52 52
internal_value=0 0.00748009 0.000633737 -0.00503283 0.00828563 0.00914029 0.00219755 0.00867309 0.00808526 0.00177464 0.00913422 0.0108494 -0.00469833 0.018166 -0.0119078 0.00259174 0.00513666 0.00184596 0.00673116 0.0125596
internal_weight=0 2876 303 213 2573 2256 317 2181 2054 293 1761 1395 183 127 123 366 262 203 131 110
internal_count=2962 2876 303 213 2573 2256 317 2181 2054 293 1761 1395 183 127 123 366 262 203 131 110
is_linear=0
shrinkage=0.16829


Tree=4116
num_leaves=13
num_cat=0
split_feature=4 147 41 4 4 158 11 3 15 13 148 39
split_gain=0.599299 0.471713 0.4531 0.420373 0.566416 0.436171 0.344259 0.591092 0.498897 0.359737 0.334192 0.211676
threshold=-0.50690499999999983 0.087170000000000011 0.084515000000000021 0.31392000000000003 0.50027500000000014 -0.45783499999999994 0.078065000000000009 -0.092319999999999985 0.08487500000000002 -0.15325499999999995 -0.07743499999999999 0.055555000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 -2 7 8 -7 -9 -3 -6
right_child=1 10 -4 4 11 6 -8 9 -10 -11 -12 -13
leaf_value=0.020489018979352704 -0.0067658106412019949 0.0030350854514786547 0.017786537697081099 -0.015929397485993108 -0.0013836322360698255 -0.0059914540537552227 0.017129949884339538 -0.0027187079273486054 0.0084800503763352384 0.0083955877455153746 -0.013799436597638656 0.010751524806348358
leaf_weight=86 64 90 101 53 90 172 97 86 111 1885 53 74
leaf_count=86 64 90 101 53 90 172 97 86 111 1885 53 74
internal_value=0 0.006222 0.00671522 0.00628969 -0.000798028 0.0069273 0.00730082 0.00687703 -0.000309003 0.00790973 -0.00319172 0.00408103
internal_weight=0 2876 2733 2632 217 2415 2351 2254 283 1971 143 164
internal_count=2962 2876 2733 2632 217 2415 2351 2254 283 1971 143 164
is_linear=0
shrinkage=0.16829


Tree=4117
num_leaves=12
num_cat=0
split_feature=147 457 33 34 12 13 457 50 148 13 13
split_gain=0.355085 0.474954 0.375615 0.501499 0.655824 0.51153 0.285897 0.314873 0.231231 0.207171 0.187705
threshold=0.087170000000000011 0.086205000000000018 0.080895000000000009 -0.066379999999999981 -0.10468499999999999 -0.15569499999999997 0.064110000000000014 0.10672000000000002 -0.07743499999999999 -0.40944499999999995 -0.079804999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 9 7 -7 -2 -6 -3
right_child=8 10 -4 4 5 6 -8 -9 -10 -11 -12
leaf_value=-0.0090658747989932151 0.0025243117216303284 0.010008161519143246 0.0190099280341447 0.02076981589455414 0.0013069361057689195 0.0066513861273399177 -0.0059263366410357557 0.00065403651682834443 -0.011477132415858916 -0.012771314946877943 0.023640906445561324
leaf_weight=68 90 61 57 78 59 2040 59 283 53 59 55
leaf_count=68 90 61 57 78 59 2040 59 283 53 59 55
internal_value=0 0.00593513 0.00548161 0.00518951 0.00556622 0.00509115 0.00562732 0.00592153 -0.00265247 -0.00571696 0.0164875
internal_weight=0 2819 2703 2646 2578 2500 2382 2323 143 118 116
internal_count=2962 2819 2703 2646 2578 2500 2382 2323 143 118 116
is_linear=0
shrinkage=0.16829


Tree=4118
num_leaves=19
num_cat=0
split_feature=4 3 376 2 2 2 3 15 15 43 16 13 13 133 15 2 13 15
split_gain=22.7112 5.65971 3.78012 2.01796 1.04566 1.0252 0.985747 0.87677 0.802553 0.763913 0.756636 0.627203 0.555344 0.483258 0.723329 0.539506 0.436986 0.39846
threshold=0.31392000000000003 0.28833000000000003 0.076485000000000011 0.10179000000000001 -1.0000000180025095e-35 0.14290000000000003 -0.15500999999999998 0.10356000000000001 -0.10114499999999998 -0.083804999999999977 0.51041000000000014 -0.36115499999999995 -0.011514999999999999 0.10645500000000001 0.090165000000000009 0.08895500000000002 -0.079199999999999979 -0.42443999999999993
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 -6 8 -5 -2 -10 -11 -4 15 -15 -8 -13 -18
right_child=9 -3 12 5 6 -7 13 -9 10 11 -12 16 -14 14 -16 -17 17 -19
leaf_value=0.00096332799070172437 -5.1367017811445188e-05 0.00032614873265294597 0.00091899807450354968 0.0014705522092924182 0.0018053374889753946 0.00067636111383364086 0.0014101577991198211 0.0014807322479882343 0.00090114013002614343 6.0831770187852352e-05 0.0012482893020443198 0.00071358213111881138 0.00045215159522966994 0.0013723882343794223 0.0010466792112604039 0.0012739559055325565 0.00055225286379902594 0.00019451844435568037
leaf_weight=76 57 71 54 52 53 54 1106 77 194 55 107 54 58 166 137 454 64 73
leaf_count=76 57 71 54 52 53 54 1106 77 194 55 107 54 58 166 137 454 64 73
internal_value=0 0.00124595 0.00127117 0.00129801 0.00134453 0.00110648 0.00135963 0.00116042 0.00109045 0.000292296 0.00102466 0.000372069 0.000677553 0.00134693 0.00122524 0.00137054 0.000461507 0.000361892
internal_weight=0 2659 2588 2476 1992 484 1916 430 353 303 301 246 112 1863 303 1560 191 137
internal_count=2962 2659 2588 2476 1992 484 1916 430 353 303 301 246 112 1863 303 1560 191 137
is_linear=0
shrinkage=0.0032998


Tree=4119
num_leaves=20
num_cat=0
split_feature=147 0 1213 12 1453 133 42 42 151 159 0 156 474 0 0 12 402 12 133
split_gain=0.280123 0.521111 0.290787 0.675525 0.497151 0.357022 0.301757 0.299889 0.339312 0.333215 0.293376 0.283538 0.622756 0.339721 0.240833 0.18463 0.133829 0.156124 0.106298
threshold=0.087170000000000011 -0.22745499999999999 -0.066714999999999983 0.085005000000000011 -0.077314999999999981 0.11524500000000001 -0.079234999999999986 0.078120000000000009 0.084725000000000009 0.11410000000000002 -0.067134999999999986 0.083125000000000018 0.087070000000000022 0.11160500000000002 -0.096849999999999978 0.093985000000000013 -0.090599999999999986 0.087215000000000015 -0.011924999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 7 -7 11 9 -9 15 13 -13 -6 -2 -8 -5 -18 -19
right_child=14 2 4 16 5 6 10 8 -10 -11 -12 12 -14 -15 -16 -17 17 18 -20
leaf_value=0.018732401368767228 -0.0083859466499284913 0.024374865752177052 -0.010104893290264306 0.012997888367057332 0.0017522470506136671 0.010003862847115899 -0.00091688596971483316 0.006448509263489657 0.02135951982064661 0.018625828729025622 0.0068618952362609524 0.017421304142604257 -0.0032366871068500447 0.014506768216057534 0.0054367177726335038 -0.011489099323915185 -0.0037023356653125977 0.0034482778854427482 0.012659675689466281
leaf_weight=86 75 73 62 62 790 67 96 850 52 69 67 116 64 64 68 92 54 99 56
leaf_count=86 75 73 62 62 790 67 96 850 52 69 67 116 64 64 68 92 54 99 56
internal_value=0 0.00582519 0.00541838 0.00999774 0.00475823 0.00515501 -4.10428e-05 0.00599039 0.00811607 0.00736476 -0.00268734 0.00399248 0.0100663 0.00271019 -0.00180037 -0.00610008 0.00611831 0.00406888 0.00678786
internal_weight=0 2819 2733 344 2389 2327 322 2005 971 919 255 1034 180 854 143 188 271 209 155
internal_count=2962 2819 2733 344 2389 2327 322 2005 971 919 255 1034 180 854 143 188 271 209 155
is_linear=0
shrinkage=0.16829


Tree=4120
num_leaves=27
num_cat=0
split_feature=1 1 12 0 39 1 14 1 39 48 0 132 12 483 16 1210 15 52 0 1 0 15 43 52 0 15
split_gain=119.176 20.6083 14.5405 8.04291 3.87382 3.68354 3.17768 2.90821 2.3436 2.21665 1.71211 1.24741 1.04557 0.897075 0.762467 0.748684 0.77866 0.739156 0.67581 0.716032 0.562908 1.81142 0.559297 0.512455 0.484596 0.369063
threshold=0.10509 0.13074500000000003 0.087255000000000013 -0.075914999999999996 0.083055000000000018 0.093435000000000004 0.073890000000000011 0.15028500000000003 0.08955500000000001 0.088005000000000014 -0.098429999999999976 0.080815000000000012 0.096425000000000025 -0.079829999999999984 -0.23389999999999997 -1.0000000180025095e-35 -0.031624999999999993 -0.22118499999999996 0.027395000000000006 0.081540000000000015 -0.10071499999999999 -0.11739999999999999 -0.073404999999999984 0.11122500000000002 -0.063204999999999983 0.10189000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 5 11 6 12 8 -3 14 -7 15 13 -1 -2 -5 24 -4 25 -20 21 -15 -14 -22 -17 -18
right_child=1 7 17 4 -6 10 -8 -9 -10 -11 -12 -13 22 20 -16 16 18 -19 19 -21 23 -23 -24 -25 -26 -27
leaf_value=0.0092350778046097759 0.0076055356296371099 0.0069595308732787395 0.0086989568391734155 0.0081803425873891965 0.0075883079060659652 0.0080096330415750372 0.0095186114525211713 0.0058235098518556227 0.0061877647420549887 0.0066384685072610906 0.0087260238883660798 0.0080481794653456361 0.0088408255335465681 0.0092348676769915504 0.0071253191033741545 0.0085649442296011034 0.0084519410819457377 0.008210103099878999 0.0086132457291784939 0.0091488592813829279 0.0089329793252868241 0.0085024942335397806 0.0084021584297518503 0.0087006628748937404 0.0081225357460502565 0.0087773219624297464
leaf_weight=85 64 99 56 55 57 77 88 71 78 80 73 62 61 52 95 69 122 102 55 63 943 140 81 131 53 68
leaf_count=85 64 99 56 55 57 77 88 71 78 80 73 62 61 52 95 69 122 102 55 63 943 140 81 131 53 68
internal_value=0 0.00713901 0.00760567 0.00874177 0.00841275 0.00885655 0.00890378 0.00639185 0.00661963 0.00709125 0.00835851 0.00849859 0.00886752 0.00889657 0.00731884 0.0085561 0.00860408 0.00838359 0.00869548 0.00889951 0.00887382 0.00870103 0.00859085 0.00890468 0.00837304 0.00856858
internal_weight=0 645 397 2335 604 1731 1581 248 177 239 150 547 1493 1351 159 485 430 158 308 118 1266 192 142 1074 122 190
internal_count=2980 645 397 2335 604 1731 1581 248 177 239 150 547 1493 1351 159 485 430 158 308 118 1266 192 142 1074 122 190
is_linear=0
shrinkage=0.0032998


Tree=4121
num_leaves=12
num_cat=0
split_feature=12 12 149 15 484 1446 484 2 148 15 52
split_gain=0.495578 0.416336 0.377796 0.392516 0.445712 0.529658 0.516121 0.534231 0.337779 0.286926 0.184147
threshold=0.14824500000000004 -0.25967999999999997 0.079475000000000004 0.12173000000000002 -0.023814999999999996 0.087820000000000023 -0.070384999999999989 0.098655000000000007 -0.071414999999999992 0.10028500000000001 -0.0064899999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 8 7 10 -6 -10 -3
right_child=-2 2 -4 -5 5 -7 -8 -9 9 -11 -12
leaf_value=-0.0046357844292703168 -0.0061347564926503284 0.012800065329964583 0.022261879616323279 0.020750219569425764 0.018970661979557955 -0.0056655100353870712 0.029940019733867049 -0.0022251049959925977 0.0094571013131053219 0.001508571232315385 0.02241969460255664
leaf_weight=52 53 192 76 97 100 68 57 57 2009 138 81
leaf_count=52 53 192 76 97 100 68 57 57 2009 138 81
internal_value=0 0.0102643 0.0105344 0.0102153 0.00983644 0.0089508 0.0151296 0.012566 0.00939393 0.00894704 0.0156608
internal_weight=0 2927 2875 2799 2702 2315 387 330 2247 2147 273
internal_count=2980 2927 2875 2799 2702 2315 387 330 2247 2147 273
is_linear=0
shrinkage=0.16829


Tree=4122
num_leaves=22
num_cat=0
split_feature=2 4 2 150 2 4 123 2 150 16 4 157 52 49 2 3 43 401 16 3 4
split_gain=21.0796 5.72065 3.61042 2.8268 2.74384 1.86225 1.43324 1.42009 1.37976 0.908702 0.77466 1.42941 0.741978 0.726723 0.719003 0.686004 0.601926 0.443983 0.430816 0.428185 0.276919
threshold=0.11891500000000001 0.48395000000000005 0.17553000000000005 1.0000000180025095e-35 0.097180000000000016 0.41939500000000002 1.0000000180025095e-35 -0.0050599999999999994 0.08926000000000002 -0.083269999999999997 -0.018964999999999999 -0.080299999999999996 0.013340000000000001 -0.032624999999999994 0.14132000000000003 -0.12077499999999998 -0.17773999999999998 0.082280000000000006 -0.011349999999999997 -0.027864999999999997 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 3 5 6 7 13 9 -5 -9 15 11 -11 19 -2 -15 -1 -13 20 -10 -12 -17
right_child=2 -3 -4 4 -6 -7 -8 8 18 10 12 16 -14 14 -16 17 -18 -19 -20 -21 -22
leaf_value=0.0022197415844327838 0.000876508325500959 0.00089513723363815185 0.00016900439093257326 0.0011334383512740861 0.00088038863421240087 0.00063949020570909618 0.0012810487677633383 0.0021843971242624669 0.0013293406724683232 0.001303432612331207 0.001857496545053672 0.0014391916984590328 0.0015660317798122767 0.0015222797428606704 0.001022115656186665 0.0018449957007819105 0.0017434083772706614 0.0020568434110298265 0.001722899819104002 0.0021754248272352855 0.0016592936939708205
leaf_weight=58 56 96 71 55 77 102 67 54 55 102 311 79 88 81 52 412 829 91 71 56 117
leaf_count=58 56 96 71 55 77 102 67 54 55 102 311 79 88 81 52 412 829 91 71 56 117
internal_value=0 0.00168651 0.000836761 0.00171662 0.00142201 0.000999563 0.0017582 0.00159933 0.00174149 0.0017731 0.00172657 0.00167525 0.00184041 0.0011937 0.00132699 0.0018736 0.00171698 0.00184116 0.00155139 0.0019061 0.00180399
internal_weight=0 2618 362 2522 312 291 2210 235 180 2143 1465 1010 455 189 133 678 908 620 126 367 529
internal_count=2980 2618 362 2522 312 291 2210 235 180 2143 1465 1010 455 189 133 678 908 620 126 367 529
is_linear=0
shrinkage=0.0032998


Tree=4123
num_leaves=21
num_cat=0
split_feature=4 2 12 4 3 3 2 4 15 3 3 2 12 12 3 52 1452 52 4 40
split_gain=20.8217 6.75548 3.46073 1.84545 1.53649 1.53069 1.18452 0.779346 1.05704 0.759344 1.00473 0.759121 0.723457 0.502519 0.614503 0.565761 0.505557 0.395458 0.37422 0.345806
threshold=0.31392000000000003 0.12068000000000001 -1.0000000180025095e-35 -0.0048949999999999992 0.10402500000000002 -0.084014999999999992 0.14808000000000002 0.5567700000000001 -0.45775499999999997 -0.034509999999999992 0.085090000000000013 -1.0000000180025095e-35 -0.041014999999999989 0.096425000000000025 -0.11372999999999998 -0.22495999999999997 0.084825000000000012 -1.0000000180025095e-35 -0.27577999999999997 -0.069544999999999982
decision_type=2 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 -2 17 8 -7 13 -11 -1 -10 16 -15 -16 18 -3 -4 -5
right_child=5 6 4 19 -6 7 -8 -9 12 10 -12 -13 -14 14 15 -17 -18 -19 -20 -21
leaf_value=0.00066257457379341293 0.0010506733263700872 0.00099750680529633938 0.0019388388613784853 0.0013725020597847061 0.0012306686914701234 0.0010584591598797892 0.00063681307223622467 0.00025453936010111301 0.0002081644460845125 0.0022738152129182449 0.0017170925759265403 0.0011927121690632689 0.00075718658918316739 0.0018747255686226236 0.0012008807679099284 0.0015726511259390923 0.0019634182582497872 0.0013940169631569839 0.001675261464227143 0.0017585915008702497
leaf_weight=52 95 59 63 52 83 53 70 68 52 55 102 69 53 63 53 314 77 53 1442 52
leaf_count=52 95 59 63 52 83 53 70 68 52 55 102 69 53 63 53 314 77 53 1442 52
internal_value=0 0.00158871 0.00163382 0.00124299 0.00167285 0.000698808 0.000974633 0.000550744 0.000678002 0.00168975 0.00191235 0.000965176 0.000485625 0.00167237 0.00157125 0.00151906 0.00169983 0.00118546 0.00168632 0.00156589
internal_weight=0 2659 2477 225 2252 321 182 226 158 2169 157 121 105 2012 430 367 1582 112 1505 104
internal_count=2980 2659 2477 225 2252 321 182 226 158 2169 157 121 105 2012 430 367 1582 112 1505 104
is_linear=0
shrinkage=0.0032998


Tree=4124
num_leaves=33
num_cat=0
split_feature=1 1 16 2 2 123 2 2 16 42 16 43 43 16 16 1 16 52 52 16 16 2 50 3 16 16 16 42 52 52 52 42
split_gain=90.7054 14.7229 6.33626 5.98151 4.94487 4.83205 3.17924 2.52655 1.46101 1.43478 1.68069 1.03981 0.999194 1.10979 0.956054 0.895094 0.984493 0.73444 1.20356 0.703512 0.669945 0.609687 0.524316 0.493342 0.676782 0.385473 0.374277 0.358797 0.291306 0.245337 0.233531 0.201041
threshold=0.10442000000000001 0.12448500000000001 0.11702000000000001 0.12414000000000001 0.14290000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.092320000000000013 -0.39761999999999992 0.086555000000000007 -0.089369999999999991 -0.007069999999999999 -0.049364999999999992 -0.20132999999999998 0.073820000000000011 0.085345000000000018 -0.080084999999999976 0.024870000000000003 -1.0000000180025095e-35 -0.11082499999999999 -0.080534999999999982 0.10523 0.082725000000000007 -0.080854999999999996 -0.070834999999999995 -0.10064999999999998 -0.044939999999999987 0.097255000000000022 0.24392500000000003 0.15638000000000005 -0.27957499999999996 0.090600000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 8 7 -2 9 -3 14 31 -10 -8 -14 15 22 -17 18 21 -6 29 30 -1 24 -12 -20 -25 28 -22 -19 -9 -11
right_child=1 4 -4 -5 19 -7 12 17 11 10 23 -13 13 -15 -16 16 -18 20 25 -21 27 -23 -24 26 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.0024372613811905223 0.0015431794726229334 0.0002925309621318135 0.0020160491920666948 0.0012534316091749333 2.3833245825320868e-06 0.0014942473143134463 0.00045211049074752783 0.0021235980003770829 0.00055858051240361675 0.0024282202312173582 0.00172923954864121 0.0012141549532680822 0.0012991759301406443 0.00065145921380201869 0.0027851780382062673 0.001971007521936052 0.0024147261479434577 0.0025596661582629994 0.0019214671324777335 -0.00051562537218630437 0.0021712529423008322 0.0019337029650581901 0.0027176969897898286 0.002418830779731383 0.0021355948188931965 0.001523198950860546 0.0021085677617895156 0.0023403364367892551 0.0018518953641855371 0.0022617147653469531 0.0023969480494964615 0.0027162878673469481
leaf_weight=575 89 76 97 66 63 86 65 63 52 53 61 54 56 60 83 94 134 70 56 52 66 91 86 89 179 53 87 54 64 59 85 62
leaf_count=575 89 76 97 66 63 86 65 63 52 53 61 54 56 60 83 94 134 70 56 52 66 91 86 89 179 53 87 54 64 59 85 62
internal_value=0 0.000850234 0.00129229 0.00223377 0.000303875 0.00226251 0.00103214 0.00229302 0.000642381 0.002368 0.0022293 0.000892885 0.000780658 0.000964454 0.00244373 0.00241181 0.00223194 0.00212249 0.00201715 -0.00023154 0.00223949 0.00214881 0.0024738 0.00213121 0.00203246 0.00172814 0.00226566 0.00211018 0.0020143 0.00242367 0.00228083 0.00258383
internal_weight=0 664 367 2316 297 2250 270 2164 182 1503 531 106 181 116 972 889 228 661 348 115 313 239 661 416 240 109 176 184 130 129 148 115
internal_count=2980 664 367 2316 297 2250 270 2164 182 1503 531 106 181 116 972 889 228 661 348 115 313 239 661 416 240 109 176 184 130 129 148 115
is_linear=0
shrinkage=0.0032998


Tree=4125
num_leaves=24
num_cat=0
split_feature=3 12 3 4 151 4 49 3 4 15 15 474 475 156 12 133 3 43 474 43 43 49 156
split_gain=1.49485 0.491334 0.769495 0.809685 0.523777 0.747059 0.69967 1.00847 0.434628 0.40132 0.340931 0.367878 0.679731 0.428816 0.403353 0.476118 0.566404 0.469122 0.305246 0.273753 0.197413 0.148309 0.112576
threshold=0.35004500000000011 0.056995000000000011 -0.11151499999999999 -0.051094999999999995 -0.086769999999999986 0.094220000000000012 -0.054319999999999993 1.0000000180025095e-35 -0.50324499999999983 -0.056634999999999991 -0.10436999999999999 0.088510000000000019 -0.082539999999999988 0.086995000000000017 0.083815000000000014 0.086975000000000011 -0.073159999999999989 -0.0035149999999999995 1.0000000180025095e-35 -0.03898999999999999 -0.026789999999999998 0.089350000000000013 0.11048500000000001
decision_type=2 2 2 2 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 -6 -8 -4 20 19 13 -13 14 -12 17 -17 -16 22 -3 -7 -21 -15
right_child=-2 10 3 4 5 9 7 -9 -10 -11 11 12 -14 18 15 16 -18 -19 -20 21 -22 -23 -24
leaf_value=-0.010124201649516787 -0.012251571442865353 0.013674119999940452 0.0091879112566133972 0.018842135038038485 0.0098125794287567906 0.0017847378649047205 0.002552505879862289 -0.027851051924640251 0.027357307024351445 0.023817884537414704 0.023930849971318054 0.03676970171015493 0.012960118877697246 0.015446779411332467 0.017419969062004659 0.0056750502861928958 0.021134473653089625 0.0099422108021318071 -0.0045467569681668634 0.020374555921872657 0.014048861160591722 0.032443859891461937 0.0051506762147021986
leaf_weight=56 70 101 59 88 78 86 72 54 103 56 97 52 99 55 665 396 81 372 64 68 66 52 68
leaf_count=56 70 101 59 88 78 86 72 54 103 56 97 52 99 55 665 396 81 372 64 68 66 52 68
internal_value=0 0.0126248 0.00880187 0.0104056 0.00705003 0.00452696 -0.00270197 -0.0104633 0.0207511 0.0116255 0.0138888 0.0131759 0.0211713 0.0125034 0.0133895 0.0127129 0.008304 0.0147392 0.00486003 0.0201685 0.00712177 0.0256196 0.00976923
internal_weight=0 2888 718 662 500 412 204 126 162 208 2170 1949 151 1798 1611 1514 477 1037 187 221 152 120 123
internal_count=2958 2888 718 662 500 412 204 126 162 208 2170 1949 151 1798 1611 1514 477 1037 187 221 152 120 123
is_linear=0
shrinkage=0.16829


Tree=4126
num_leaves=28
num_cat=0
split_feature=3 1 403 42 50 2 0 0 0 4 3 10 4 3 16 0 484 43 2 13 42 3 2 1204 4 0 43
split_gain=1.03443 0.404603 0.816925 1.11208 1.41156 0.663087 0.885124 0.492384 0.741117 1.12919 0.550019 0.478851 0.457265 0.406709 0.391438 0.343344 0.294873 0.517917 0.359809 0.265372 0.372704 0.365871 0.334514 0.294317 0.243283 0.240542 0.163241
threshold=0.35004500000000011 0.080320000000000016 -0.0064299999999999991 0.097255000000000022 0.083090000000000011 0.086075000000000013 -0.10339499999999999 -0.037444999999999992 -0.14164999999999997 -0.0088849999999999988 -0.0088549999999999983 -1.0000000180025095e-35 0.41464000000000006 -0.091034999999999991 0.5455350000000001 -0.050249999999999996 0.061640000000000007 -0.069944999999999993 0.087635000000000005 0.080625000000000016 -0.044384999999999994 -0.094334999999999988 0.083935000000000023 -0.082759999999999986 -0.085594999999999991 -0.081909999999999997 -0.084984999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 4 -3 6 -4 8 9 -7 -10 -8 -11 -13 -9 -15 19 18 -18 21 -21 25 -23 -24 -25 -1 -20
right_child=-2 2 5 -5 -6 7 11 14 10 12 -12 13 -14 15 -16 -17 17 -19 26 20 -22 22 23 24 -26 -27 -28
leaf_value=0.029327172199181642 -0.010189757771196449 -0.029901525387276376 0.034714351356962068 0.01773068234567993 0.0059039855208465782 0.028704589489258532 0.00082362996608028314 0.021062759320184515 -0.017100759204069324 -0.0043173484207705715 0.0023794208894684574 0.027901118719733772 0.014388062308009214 0.014279023037150583 0.0044417627671571192 -0.00027417863273562646 0.023577626110647898 0.029403807459189333 -2.8352269663384964e-05 0.012383028550798505 -0.0060547878868224322 0.00041456343127393595 0.023181252366633074 0.021006140372471487 0.010532803186180276 0.013272025381278399 0.013209071300865209
leaf_weight=55 70 59 53 55 66 60 92 90 71 113 97 54 55 332 73 53 54 75 52 68 57 76 63 68 892 52 53
leaf_count=55 70 59 53 55 66 60 92 90 71 113 97 54 55 332 73 53 54 75 52 68 57 76 63 68 892 52 53
internal_value=0 0.0105018 0.00833118 -0.00219859 -0.0109818 0.00999098 0.0139589 0.0058424 0.00263234 0.00888491 -0.00584258 0.0118839 0.00179575 0.0141976 0.01363 0.0122709 0.0123357 0.0178585 0.0124012 0.0113634 0.00396101 0.0121291 0.0112111 0.0120114 0.0112765 0.0215415 0.00663628
internal_weight=0 2888 1323 180 125 1143 584 559 396 228 168 531 168 439 163 385 1565 234 159 1331 125 1206 1099 1023 960 107 105
internal_count=2958 2888 1323 180 125 1143 584 559 396 228 168 531 168 439 163 385 1565 234 159 1331 125 1206 1099 1023 960 107 105
is_linear=0
shrinkage=0.16829


Tree=4127
num_leaves=17
num_cat=0
split_feature=2 160 157 48 12 15 133 4 482 159 124 4 15 160 4 51
split_gain=0.737477 0.474903 0.323771 0.359173 0.345752 0.42074 0.421436 0.415168 0.296884 0.394646 0.350009 0.305229 0.251741 0.246248 0.233381 0.190722
threshold=0.25063000000000007 -0.52742999999999995 -0.14250499999999997 -0.087924999999999989 0.094115000000000018 -0.050529999999999999 0.41435500000000008 -0.040394999999999993 0.088055000000000008 0.091330000000000008 -0.088189999999999977 -0.032169999999999997 0.089180000000000023 -0.077814999999999981 -0.0069049999999999988 -0.010009999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 -4 8 14 7 -7 9 10 -5 -11 -1 -10 -6 -16
right_child=-2 2 3 4 5 6 -8 -9 13 11 -12 -13 -14 -15 15 -17
leaf_value=0.026827152023694012 -0.01028449084987808 -0.0017090588612470887 0.02116671701527309 0.020322422304470154 0.026364536819914502 0.014397497436459216 -0.0023777698660327829 -0.0001484236239554792 -0.0096869454614292496 0.024878555622555254 0.0064058818387297449 0.010391424823801284 0.011271458992993798 0.0058999739059396273 0.0075726080278472937 0.018286317850715897
leaf_weight=60 59 89 63 53 58 240 84 72 52 60 1610 134 59 64 77 124
leaf_count=60 59 89 63 53 58 240 84 72 52 60 1610 134 59 64 77 124
internal_value=0 0.00870746 0.00826068 0.00859108 0.00828893 0.0116435 0.00818532 0.011035 0.00717435 0.00769042 0.00685048 0.0148812 0.0191298 -0.00107178 0.0169241 0.014191
internal_weight=0 2899 2780 2691 2628 655 396 312 1973 1857 1663 194 119 116 259 201
internal_count=2958 2899 2780 2691 2628 655 396 312 1973 1857 1663 194 119 116 259 201
is_linear=0
shrinkage=0.16829


Tree=4128
num_leaves=16
num_cat=0
split_feature=3 1453 43 0 0 13 0 4 4 2 402 1211 0 40 2
split_gain=0.661171 0.375961 0.30342 0.708096 0.381106 0.36115 0.354124 0.518196 0.433709 0.430133 0.383353 0.398188 0.343371 0.42658 0.180937
threshold=0.35004500000000011 -0.079499999999999987 0.10440000000000002 -0.10147999999999999 -0.070134999999999989 -0.17030499999999998 0.035525000000000008 -0.42305999999999994 0.0060300000000000015 0.097845000000000015 0.13174500000000003 0.080420000000000005 -0.037444999999999992 -0.012844999999999997 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 14 -3 8 9 10 -8 11 -7 13 -10 -5
right_child=-2 2 3 4 -6 6 7 -9 12 -11 -12 -13 -14 -15 -16
leaf_value=0.019012677713451262 -0.0092224045146110985 -0.0051088307907386377 0.02990673922828347 0.0090829002804035767 0.020007582153258704 0.010018971123879382 0.017999921721357011 -0.012314859281841678 -0.006704030921298859 -0.0013298856794999702 -0.0047380834276333373 -0.00015834053491180347 0.015779889656737649 0.0046979990593295677 -0.0031433813430521663
leaf_weight=76 70 74 53 71 53 1504 52 65 118 87 57 117 59 436 66
leaf_count=76 70 74 53 71 53 1504 52 65 118 87 57 117 59 436 66
internal_value=0 0.00731919 0.00700251 0.0126942 0.00788329 0.00646344 0.00680739 7.95925e-05 0.00740568 0.00588848 0.00880593 0.00928329 0.00356976 0.00226616 0.00317975
internal_weight=0 2888 2812 243 190 2569 2495 204 2291 139 1678 1621 613 554 137
internal_count=2958 2888 2812 243 190 2569 2495 204 2291 139 1678 1621 613 554 137
is_linear=0
shrinkage=0.16829


Tree=4129
num_leaves=10
num_cat=0
split_feature=4 1453 2 9 393 39 43 42 0
split_gain=0.521154 0.259868 0.265175 0.543898 0.254494 0.273039 0.339792 0.330094 0.355294
threshold=0.6224900000000001 -0.079499999999999987 -0.14847999999999997 0.081505000000000008 0.091475000000000015 0.09086000000000001 -0.081934999999999994 -0.15259499999999995 0.12583000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -4 -9
right_child=-2 2 3 -5 -6 6 -8 8 -10
leaf_value=0.015813038670866354 -0.0094941108517308977 0.01663578478349358 -0.0061262868390050433 -0.011458420051423314 -0.0025446949131147294 0.023425974513065006 0.0070450861446913786 0.0057938239308762494 0.019616513368834344
leaf_weight=76 62 63 64 52 97 57 98 2335 54
leaf_count=76 62 63 64 52 97 57 98 2335 54
internal_value=0 0.00608849 0.00582577 0.0055781 0.00590627 0.00622127 0.0130806 0.00578711 0.00610702
internal_weight=0 2896 2820 2757 2705 2608 155 2453 2389
internal_count=2958 2896 2820 2757 2705 2608 155 2453 2389
is_linear=0
shrinkage=0.16829


Tree=4130
num_leaves=26
num_cat=0
split_feature=1 3 16 1 3 4 14 124 13 42 43 3 3 4 1 4 3 4 16 16 43 1 3 16 16
split_gain=82.9307 14.0349 5.09012 4.68123 4.66413 2.53277 1.61996 1.24554 1.19196 1.16633 1.15282 0.987414 1.98799 1.47826 0.960657 0.850183 1.53019 0.769809 0.568747 0.560796 0.440764 0.374634 0.312154 0.274328 0.263914
threshold=0.10404000000000001 -0.069049999999999986 0.14976500000000001 0.13472500000000001 -0.074084999999999998 0.049545000000000006 0.076450000000000004 -0.085379999999999984 -0.074044999999999986 0.11791500000000001 -0.06538999999999999 0.088880000000000015 0.0048000000000000013 -0.019794999999999997 0.11392000000000001 -0.44205499999999992 -0.12711499999999995 0.50779500000000011 -0.0015099999999999998 0.054560000000000004 -0.083209999999999992 0.088035000000000016 0.110335 -0.11807499999999999 -0.0092499999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 14 8 5 6 15 -6 -3 11 -10 12 19 -13 -2 -1 -17 -5 24 21 -20 -9 -12 -7 -18
right_child=1 3 -4 17 7 23 -8 9 10 -11 22 13 -14 -15 -16 16 18 -19 20 -21 -22 -23 -24 -25 -26
leaf_value=0.0097776282215367664 0.0085424283500840099 0.0075816760790665683 0.0092757132205680583 0.0074007822588839419 0.008555038882492462 0.0090673948660277628 0.0099112891518911873 0.0092522755374205377 0.0076868643696295699 0.0085736622823476914 0.0084503727942738267 0.0091899018489301262 0.0096895718325225623 0.0084688001453260865 0.0079253711282769208 0.0088364372836593277 0.0093837728120882147 0.0069581099758811837 0.0093694241899427069 0.008793725604801933 0.0090883730800690975 0.0089501790446202788 0.0080712379572440169 0.0087643416952162163 0.0095619693031540384
leaf_weight=55 53 99 84 96 63 100 63 158 65 52 53 68 73 61 64 64 960 86 137 67 139 77 58 65 126
leaf_count=55 53 99 84 96 63 100 63 158 65 52 53 68 73 61 64 64 960 86 137 67 139 77 58 65 126
internal_value=0 0.0079248 0.00865275 0.00760456 0.00925201 0.00934145 0.00938345 0.009005 0.0078776 0.00905592 0.00804385 0.00910561 0.00919373 0.00884919 0.00820519 0.00936097 0.00934488 0.0071918 0.00936875 0.00907375 0.00922801 0.00915344 0.00825258 0.00894822 0.00940448
internal_weight=0 658 201 457 2328 1709 1544 619 275 556 176 504 375 129 117 1481 1426 182 1362 302 276 235 111 165 1086
internal_count=2986 658 201 457 2328 1709 1544 619 275 556 176 504 375 129 117 1481 1426 182 1362 302 276 235 111 165 1086
is_linear=0
shrinkage=0.0032998


Tree=4131
num_leaves=10
num_cat=0
split_feature=45 48 43 1186 12 1212 1429 12 151
split_gain=0.725712 0.588678 0.45615 0.595011 0.376578 0.369869 0.334427 0.657536 0.522829
threshold=1.0000000180025095e-35 0.13991500000000004 -0.50914999999999988 0.086325000000000027 -0.10063999999999999 0.12218000000000002 0.083960000000000021 0.084130000000000024 -0.082589999999999983
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 8 -8 -6
right_child=-2 -3 3 -5 5 -7 7 -9 -10
leaf_value=0.028535597905137131 0.032539906941752496 -0.0045443643946587575 0.022856744022160601 0.03089179020441116 0.019676304041212653 0.024238106461484318 -0.0098656285585892074 0.011207808561983687 0.011682450508990336
leaf_weight=55 55 53 100 52 261 72 57 158 2123
leaf_count=55 55 53 100 52 261 72 57 158 2123
internal_value=0 0.0130054 0.0133292 0.0130323 0.0126965 0.0123155 0.0119845 0.00561254 0.0125584
internal_weight=0 2931 2878 2823 2771 2671 2599 215 2384
internal_count=2986 2931 2878 2823 2771 2671 2599 215 2384
is_linear=0
shrinkage=0.16829


Tree=4132
num_leaves=10
num_cat=0
split_feature=1444 14 4 1348 47 48 33 3 1212
split_gain=0.535806 0.474053 0.834615 0.261068 0.337962 0.312172 0.345116 0.39643 0.247046
threshold=-0.077589999999999978 -0.13131999999999996 0.50609000000000004 0.084895000000000012 0.12132000000000003 -0.084204999999999988 0.075230000000000019 -0.24190499999999995 0.11579500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 7 -7 -9
right_child=1 3 -4 -5 -6 6 -8 8 -10
leaf_value=0.026618126234586179 0.036465427036814796 0.023494369241718754 0.0087184587591828486 -0.00052731602228064662 0.00041370244738180684 0.025243995855520746 -0.001829742579798878 0.010320777411934948 0.019475204277982567
leaf_weight=62 55 55 70 61 90 54 61 2391 87
leaf_count=62 55 55 70 61 90 54 61 2391 87
internal_value=0 0.0107877 0.0209415 0.0103336 0.0105762 0.0109209 0.0106536 0.010955 0.0106429
internal_weight=0 2924 125 2799 2738 2648 2593 2532 2478
internal_count=2986 2924 125 2799 2738 2648 2593 2532 2478
is_linear=0
shrinkage=0.16829


Tree=4133
num_leaves=14
num_cat=0
split_feature=1453 475 151 15 10 12 13 2 48 15 157 2 13
split_gain=0.605921 0.397106 0.41155 0.425397 0.395653 0.613151 0.531024 0.594685 0.507294 0.380841 0.346531 0.340775 0.315196
threshold=-0.064559999999999992 0.036560000000000002 0.077805000000000013 -0.029529999999999997 1.0000000180025095e-35 -0.22686499999999998 -0.089024999999999979 0.10656 0.084455000000000016 -0.011959999999999998 -0.14175499999999996 0.11934000000000002 -0.087579999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -4 5 -2 7 8 -7 -1 -8 -9 -12
right_child=1 -3 3 -5 -6 6 10 11 -10 -11 12 -13 -14
leaf_value=0.0064228392370349278 0.027443148571190158 0.021734400998203819 0.030555865239353941 0.009617443799015208 -0.0024504307497423107 0.0043258623382326049 -0.0027615730268725023 -0.016022426587163303 0.022290386974827256 -0.013483066909550232 0.021693834396729714 0.0013983801279734297 0.010019477924219526
leaf_weight=57 52 76 52 59 83 236 58 55 55 52 68 75 2008
leaf_count=57 52 76 52 59 83 236 58 55 55 52 68 75 2008
internal_value=0 0.00971339 0.00938658 0.0194426 0.00897096 0.00933528 0.00896604 0.00349719 0.00772739 -0.00305707 0.0100441 -0.00595814 0.0104027
internal_weight=0 2877 2801 111 2690 2607 2555 421 291 109 2134 130 2076
internal_count=2986 2877 2801 111 2690 2607 2555 421 291 109 2134 130 2076
is_linear=0
shrinkage=0.16829


Tree=4134
num_leaves=13
num_cat=0
split_feature=149 9 10 1453 9 4 15 15 15 1 15 12
split_gain=0.487318 0.556001 0.619165 0.447506 0.400914 0.276901 0.360404 0.337016 0.318817 0.31186 0.272549 0.22429
threshold=1.0000000180025095e-35 0.093040000000000012 -0.083839999999999984 -0.064559999999999992 -1.0000000180025095e-35 0.10055500000000002 -0.095814999999999997 -0.46483499999999994 -0.088484999999999994 0.086165000000000005 -0.046109999999999991 0.085380000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 -5 6 9 -7 -8 -6 -9 -4
right_child=-2 -3 3 4 5 7 8 10 -10 -11 -12 -13
leaf_value=0.021478800169756191 0.020830659212950804 -0.009892473371637369 -0.011385550846173381 -0.0052998282731559574 0.010128017666495584 0.015896955844050788 0.00093327862469763602 -0.0020337480470235415 0.0085841444137950314 0.02294521841507878 0.0086348213146579169 0.0040153343120450232
leaf_weight=89 78 52 52 66 143 54 169 206 1834 87 101 55
leaf_count=89 78 52 52 66 143 54 169 206 1834 87 101 55
internal_value=0 0.00733796 0.00765231 0.00720693 0.00763639 0.00796622 0.00866591 0.00363324 0.00793951 0.0149841 0.00147026 -0.00345242
internal_weight=0 2908 2856 2767 2660 2594 2233 361 2003 230 307 107
internal_count=2986 2908 2856 2767 2660 2594 2233 361 2003 230 307 107
is_linear=0
shrinkage=0.16829


Tree=4135
num_leaves=24
num_cat=0
split_feature=0 10 43 15 16 15 150 1453 475 2 16 1 12 16 2 51 0 2 16 42 475 1 2
split_gain=0.799803 0.633663 0.640238 0.655651 0.966834 1.35906 0.515596 0.444654 0.492187 0.348204 0.614768 0.442657 0.880257 0.484494 0.367819 0.330749 0.289257 0.27934 0.271826 0.264079 0.408239 0.260395 0.138329
threshold=-0.063819999999999988 -0.0096749999999999978 -0.16318499999999997 -0.41725999999999991 0.067035000000000011 0.037885000000000009 0.12302 -0.077554999999999985 -0.0034549999999999993 0.11355500000000002 -0.5152199999999999 0.10075500000000003 0.085845000000000019 -0.24404999999999996 0.12026500000000001 -0.085594999999999991 -0.16926499999999997 0.084815000000000015 0.22339500000000004 0.088185000000000013 -0.08317999999999999 0.10296000000000001 0.10859000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 5 -5 7 -1 15 11 -11 16 13 -13 -12 -9 -10 -6 -18 20 -17 22 -19
right_child=1 2 3 4 17 -7 -8 8 9 10 14 12 -14 -15 -16 19 18 21 -20 -21 -22 -23 -24
leaf_value=0.018900181760497969 -0.017303156105595168 -0.015595983216105216 0.021011471025895678 -0.021776922904445196 0.018161396709696291 0.011580731860259765 -0.0094814129321707085 0.022013330633936224 0.017186300238358796 -0.0028447235278803904 0.027636039252920179 0.00070543287907014706 0.01255524353838099 -0.020438097308899936 0.01096703605949524 0.0065193009568382879 0.0060351101742437433 0.0054463823851108456 -0.0047714369422253234 -0.00027364269402571759 0.024369243305907728 0.014630812266868368 -0.0053194564160324908
leaf_weight=90 55 54 55 93 57 55 53 86 63 56 63 55 70 69 94 98 1397 79 69 56 58 54 59
leaf_count=90 55 54 55 93 57 55 53 86 63 56 63 55 70 69 94 98 1397 79 69 56 58 54 59
internal_value=0 -0.00014486 0.00171662 0.00378892 0.0013984 -0.00936836 0.00691648 0.00729122 0.00682273 0.00584104 0.012266 0.00504573 -0.00252046 -0.0110454 0.0176673 0.0131944 0.0060069 0.00780513 0.00552525 0.00960841 0.0131673 0.00472125 0.000830577
internal_weight=0 561 506 452 397 148 2377 2324 2234 1936 213 1723 194 124 157 298 1529 249 1466 212 156 192 138
internal_count=2938 561 506 452 397 148 2377 2324 2234 1936 213 1723 194 124 157 298 1529 249 1466 212 156 192 138
is_linear=0
shrinkage=0.16829


Tree=4136
num_leaves=31
num_cat=0
split_feature=1 3 2 2 3 2 15 39 3 13 4 1 3 1 4 4 51 13 51 2 3 131 4 2 133 484 15 1 133 13
split_gain=23.5661 6.74291 2.718 1.86587 1.7901 1.13625 1.12615 1.02381 0.9947 1.65127 1.03628 0.790515 0.715055 0.589965 0.565647 0.604424 0.487798 0.591547 0.466916 0.444478 0.442134 0.406698 0.400948 0.400564 0.39934 0.33111 0.320782 0.143163 0.136007 0.0928685
threshold=0.10075500000000003 -0.049204999999999992 0.12933000000000003 0.12068000000000001 0.3148450000000001 0.090145000000000017 -0.088709999999999983 0.08252000000000001 0.076825000000000018 -0.0088749999999999992 0.015030000000000002 0.084470000000000003 -0.096949999999999995 0.078705000000000011 0.059230000000000012 0.18572000000000002 -0.023324999999999995 0.085955000000000018 0.088940000000000005 1.0000000180025095e-35 -0.10519499999999998 0.092855000000000007 -0.081204999999999986 1.0000000180025095e-35 0.087120000000000017 0.084470000000000017 0.089545000000000013 0.091280000000000014 -1.0000000180025095e-35 0.049070000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 6 8 11 -2 14 9 23 -10 13 -13 18 16 -16 24 22 20 26 -1 29 -18 -3 -7 -22 27 -14 -28 -8
right_child=1 4 -4 -5 -6 7 21 -9 10 -11 -12 12 19 -15 15 -17 17 -19 -20 -21 25 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0021778958215456414 0.0012292529162050555 0.0012311533534432107 0.0010613472275858254 0.00094209347634113664 0.00043646998130781651 0.0020880076163174431 0.0019915060155016361 0.0012854788126448193 0.0015306832754421217 0.000425282191795555 0.00095612630298831105 0.0013879912881801517 0.0019910861029033794 0.0022613374577844592 0.0013333142624076043 0.0017722005298617825 0.0020144023536215342 0.0014025552366991006 0.001598007299517778 0.0015136147681904428 0.0018655320364833691 0.0015279568783749613 0.0017267579632041401 0.00086698803826592511 0.0017282892647507635 0.002067180130303103 0.0018538625511723018 0.0017998249566187807 0.0016562542656938404 0.0017925286125297177
leaf_weight=69 56 61 55 52 90 91 52 59 54 77 95 52 141 54 71 68 65 54 53 53 588 53 329 74 56 109 67 69 106 65
leaf_count=69 56 61 55 52 90 91 52 59 54 77 95 52 141 54 71 68 65 54 53 53 588 53 329 74 56 109 67 69 106 65
internal_value=0 0.00110289 0.00178727 0.00150727 0.000853551 0.00180578 0.00163716 0.00170597 0.000957435 0.000811673 0.00116459 0.00186392 0.00175671 0.0019238 0.00173972 0.00154827 0.00178439 0.00172957 0.0019015 0.00180061 0.00192246 0.00177132 0.0017743 0.0010318 0.00195121 0.00189712 0.00184023 0.00192841 0.00173299 0.00188126
internal_weight=0 729 2209 278 451 2154 226 793 361 212 149 1361 488 873 734 139 595 448 819 436 766 170 394 135 147 697 383 210 173 117
internal_count=2938 729 2209 278 451 2154 226 793 361 212 149 1361 488 873 734 139 595 448 819 436 766 170 394 135 147 697 383 210 173 117
is_linear=0
shrinkage=0.0032998


Tree=4137
num_leaves=13
num_cat=0
split_feature=148 1429 42 1453 3 160 457 52 14 3 160 52
split_gain=0.553619 0.410887 0.597648 0.465658 0.43314 0.415424 0.354638 0.460515 0.248751 0.28225 0.205479 0.482699
threshold=-0.092439999999999981 0.082195000000000018 0.085195000000000007 -0.077554999999999985 0.35004500000000011 -0.53492499999999987 0.08351500000000002 -0.068039999999999975 0.073890000000000011 -0.15327499999999997 -0.081594999999999987 -0.10201499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 10 -2 5 -5 8 -8 9 -7 -3 -12
right_child=1 2 -4 4 -6 6 7 -9 -10 -11 11 -13
leaf_value=-0.011146318706095684 0.017793636307620805 0.010771373782119408 0.00034808988835289975 -0.0076765223086961961 -0.0083231237444919386 -0.0023594198877798828 -0.0098184545478964026 0.0077261963104306892 0.016377431667260269 0.0065352826738134624 0.011696339471047047 0.033334752063230874
leaf_weight=53 85 82 84 66 66 106 90 80 69 2039 63 55
leaf_count=53 85 82 84 66 66 106 90 80 69 2039 63 55
internal_value=0 0.00619912 0.0122823 0.00553422 0.00511934 0.00548219 0.00584724 -0.00155158 0.00641616 0.00609489 0.0172856 0.0217973
internal_weight=0 2885 284 2601 2516 2450 2384 170 2214 2145 200 118
internal_count=2938 2885 284 2601 2516 2450 2384 170 2214 2145 200 118
is_linear=0
shrinkage=0.16829


Tree=4138
num_leaves=15
num_cat=0
split_feature=148 12 4 1 4 15 13 4 48 48 49 48 47 41
split_gain=0.383083 0.304238 0.843321 0.592779 0.572365 0.559151 0.426709 0.321463 0.687338 0.395018 0.386291 0.632429 0.354955 0.360853
threshold=-0.092439999999999981 -1.0000000180025095e-35 -0.03463999999999999 0.10174000000000001 0.016670000000000001 -0.46483499999999994 -0.037164999999999997 0.41377500000000006 0.11521500000000003 -0.083459999999999993 -0.079769999999999994 0.085635000000000017 0.11224000000000002 0.079395000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -5 -7 8 9 -3 11 -11 13 -12
right_child=1 7 3 5 -6 6 -8 -9 -10 10 12 -13 -14 -15
leaf_value=-0.0092705073608137459 -0.017324196573234345 0.019300784462084886 0.025706784415200412 0.011501255778872677 0.0026750196560132939 0.0014780450530305358 -0.015756573490732048 -0.0033689569096803916 0.024372865210962446 -0.014880713906927325 0.0068423941174828307 0.0081493924884093582 -0.0049015722415832342 -0.0062854653598084275
leaf_weight=53 61 60 58 72 65 90 74 102 58 67 1968 68 81 61
leaf_count=53 61 60 58 72 65 90 74 102 58 67 1968 68 81 61
internal_value=0 0.00515619 0.00096433 0.00407686 0.0135501 -0.000852876 -0.0062876 0.00586969 0.00626924 0.00581293 0.00545165 -0.00326706 0.00601033 0.00644683
internal_weight=0 2885 420 359 123 236 164 2465 2363 2305 2245 135 2110 2029
internal_count=2938 2885 420 359 123 236 164 2465 2363 2305 2245 135 2110 2029
is_linear=0
shrinkage=0.16829


Tree=4139
num_leaves=19
num_cat=0
split_feature=0 41 9 15 43 4 15 52 15 43 1 3 3 1375 52 51 1 4
split_gain=0.484837 0.438229 0.593898 0.425148 1.01911 0.708846 1.04318 0.788944 0.58923 0.567494 0.3688 0.55064 0.56663 0.40539 0.41281 0.361457 0.34979 0.145468
threshold=-0.063819999999999988 0.082560000000000008 0.037245000000000007 0.039965000000000007 -0.15961499999999998 -0.47860499999999995 -0.41725999999999991 -0.093534999999999993 0.12241500000000001 -0.041739999999999992 0.13941500000000004 0.110335 0.14813000000000001 -0.15308499999999997 0.43161000000000005 -0.058534999999999997 0.087055000000000007 -0.0101
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 -2 15 -7 -8 -5 -9 11 13 -13 -1 16 -6 -15 -16
right_child=3 -3 -4 8 5 6 7 9 -10 -11 -12 12 -14 14 17 -17 -18 -19
leaf_value=0.02013249527063132 -0.024767733210380491 0.017295760052712186 -0.01290662554481495 0.022004045434371212 0.0019299924200565344 0.014804873501798932 0.0016822572164322922 -0.006754706328822118 -0.0033050352093562468 -0.029598808459294548 0.019127080040045437 -0.018215591824781389 0.0039860162239658903 0.0059015473418257075 0.018741938208116184 0.020068715156521224 0.0008523731925080488 0.007755031202205007
leaf_weight=52 52 81 53 52 64 62 94 59 52 65 52 58 74 1314 78 61 553 62
leaf_count=52 52 81 53 52 64 62 94 59 52 65 52 58 74 1314 78 61 553 62
internal_value=0 0.0051218 0.00469154 -0.000375553 -0.0025887 0.000254548 -0.00444507 -0.00992807 0.00933223 -0.0187439 0.00510817 0.00477463 -0.00575563 0.00545059 0.00506929 0.0107961 0.00440696 0.0138891
internal_weight=0 2377 2296 561 457 405 280 218 104 124 2243 2191 132 2059 2007 125 1867 140
internal_count=2938 2377 2296 561 457 405 280 218 104 124 2243 2191 132 2059 2007 125 1867 140
is_linear=0
shrinkage=0.16829


Tree=4140
num_leaves=16
num_cat=0
split_feature=1 42 12 1453 0 42 151 52 48 3 3 3 3 3 0
split_gain=0.552391 0.38378 0.459892 0.425181 0.417256 0.405596 0.397449 0.504171 0.489905 0.369303 0.576539 0.50377 0.448898 0.348242 0.23409
threshold=0.15390500000000004 0.098395000000000024 0.093985000000000013 -0.040249999999999987 -0.072374999999999981 0.11033000000000003 -0.15340499999999999 -0.018824999999999998 0.12663000000000002 0.11745500000000002 0.091085000000000013 0.057935000000000007 0.18595000000000003 -0.082274999999999987 -0.072924999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 13 -3 -4 7 -5 9 10 11 -8 -11 -1 -7
right_child=-2 2 5 6 -6 14 8 -9 -10 12 -12 -13 -14 -15 -16
leaf_value=0.0025051956648726335 -0.013542773557152533 -0.0019428183802464262 -0.019401654489370118 0.0057018386242359753 0.015030500770075596 0.0046569050072166962 0.0051607402704975562 -0.01719816935254671 -0.01034951274606659 0.026273406501974118 -0.0074082462369816273 0.02136419567939981 0.0070239284980669926 -0.015371974760210115 -0.0089605452807755021
leaf_weight=70 55 103 55 57 68 69 1927 52 56 52 101 56 102 55 74
leaf_count=70 55 103 55 57 68 69 1927 52 56 52 101 56 102 55 74
internal_value=0 0.00347591 -0.00159046 0.00421614 0.0047963 -0.00711538 0.00471431 -0.00520645 0.00518648 0.00557603 0.004987 0.00561923 0.0135354 -0.00534639 -0.00237732
internal_weight=0 2897 369 2528 171 198 2403 109 2294 2238 2084 1983 154 125 143
internal_count=2952 2897 369 2528 171 198 2403 109 2294 2238 2084 1983 154 125 143
is_linear=0
shrinkage=0.16829


Tree=4141
num_leaves=31
num_cat=0
split_feature=1 1 12 1 12 0 1 0 11 16 43 1 16 4 12 4 13 4 42 15 0 13 1 43 0 1213 12 15 4 4
split_gain=35.833 3.57334 3.92314 3.3589 2.48877 1.78695 1.2291 1.12963 1.10041 0.956893 0.913478 0.701908 0.685393 0.632816 0.584297 0.541463 0.526256 0.738448 0.505871 0.502617 0.481537 0.458262 0.758344 0.382054 0.329526 0.404738 0.217035 0.205938 0.203384 0.197453
threshold=0.10910500000000002 0.13662500000000002 0.089135000000000006 0.092395000000000019 -1.0000000180025095e-35 -0.06952499999999999 0.078320000000000015 -0.11991499999999998 1.0000000180025095e-35 0.31497000000000003 -0.079824999999999993 0.15390500000000004 0.23599500000000004 -0.17006499999999999 0.093985000000000013 -0.078249999999999986 -0.07904499999999999 -0.0083549999999999978 0.087005000000000013 0.091195000000000012 -0.051824999999999989 -0.0029949999999999998 0.11907500000000001 -0.031974999999999996 -0.087359999999999979 0.041405000000000004 0.098455000000000015 -0.081149999999999986 0.036605000000000006 -0.048844999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 5 -5 8 9 -6 14 18 -2 20 -4 -9 15 24 28 -18 -7 26 -3 22 -12 29 -1 -26 -16 -28 -17 -15
right_child=1 11 12 4 7 6 -8 13 -10 -11 21 -13 -14 23 19 16 17 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0018702972009922256 0.00014989668476013231 0.00012978313199610791 0.0010073265982101717 0.00077982225508045882 0.00096515254199544358 0.0008746928906326857 0.001725826542698566 0.0017222775774985567 0.0019622280976001804 0.0015219685932272332 0.0007656339543812916 -0.0001334151804860532 0.0015039932441878463 0.0013462764053589471 0.0017073371021551521 0.0016462374804166358 0.0012117073506750309 0.0015668149925831573 0.0012495420399989655 0.0012370543946976509 0.00055527792329971941 0.00081359967426739759 0.0002211143581628838 0.0011931272980646251 0.0017080874518333384 0.0014639940342620421 0.001606320212313717 0.0013274159995985328 0.0014544129345527826 0.0016367589528843074
leaf_weight=96 59 66 69 100 60 78 65 77 88 74 54 55 55 52 60 437 101 179 81 90 52 79 58 82 337 98 57 64 74 55
leaf_count=96 59 66 69 100 60 78 65 77 88 74 54 55 55 52 60 437 101 179 81 90 52 79 58 82 337 98 57 64 74 55
internal_value=0 0.00056641 0.00074783 0.00150222 0.00123603 0.0015595 0.00132332 0.00137586 0.00160135 0.00121088 0.000509571 0.000174002 0.00122791 0.00146837 0.0015814 0.00161024 0.00155497 0.00143885 0.00106588 0.00144057 0.000317588 0.000620491 0.000483965 0.00136474 0.0016925 0.00165318 0.00154158 0.00145909 0.00161853 0.00149592
internal_weight=0 547 374 2405 426 1979 298 326 1681 233 250 173 124 266 1593 1322 791 280 159 271 118 191 112 189 531 435 181 121 511 107
internal_count=2952 547 374 2405 426 1979 298 326 1681 233 250 173 124 266 1593 1322 791 280 159 271 118 191 112 189 531 435 181 121 511 107
is_linear=0
shrinkage=0.0032998


Tree=4142
num_leaves=14
num_cat=0
split_feature=149 10 10 13 3 13 52 160 52 160 43 52 2
split_gain=0.55306 0.727503 0.425398 0.33433 0.664593 0.551827 0.431716 0.405017 0.356886 0.414877 0.285752 0.438389 0.284361
threshold=0.085395000000000013 -0.092019999999999977 -0.0088449999999999987 0.041960000000000004 -0.15500999999999998 0.066150000000000014 0.53076500000000015 -0.070644999999999986 0.11262000000000001 -0.088224999999999984 -0.39648999999999995 -0.41694999999999993 0.087635000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 8 -7 9 -6 -9 -12 -10
right_child=-2 2 3 5 6 7 -8 10 12 -11 11 -13 -14
leaf_value=-0.01221428342010194 -0.01166408772743067 0.01772328035649379 0.023384969779745461 -0.013655615921313254 0.013669526562162354 0.014509660963511634 0.018956345597709968 0.0070529426520027144 -0.0075853511992479217 0.0042674184345096559 0.0067617399448145696 -0.010545890038790456 0.0028446517750421309
leaf_weight=76 65 67 54 72 144 65 57 98 120 1762 65 114 193
leaf_count=76 65 67 54 72 144 65 57 98 120 1762 65 114 193
internal_value=0 0.00402648 0.00446621 0.00414186 0.00492492 -0.000260901 0.00448615 0.00255379 0.00411364 0.0049787 -0.000245259 -0.00425096 -0.00114833
internal_weight=0 2887 2811 2744 2330 414 2276 342 2219 1906 277 179 313
internal_count=2952 2887 2811 2744 2330 414 2276 342 2219 1906 277 179 313
is_linear=0
shrinkage=0.16829


Tree=4143
num_leaves=25
num_cat=0
split_feature=1 123 1 147 39 131 1 52 52 133 1 133 52 1 1 1211 51 484 52 1 52 52 1 1
split_gain=52.7809 7.10409 5.9826 3.51023 3.30804 2.1375 1.12536 0.875591 1.46277 0.796253 1.0514 0.651702 0.643689 0.586999 1.04059 0.60087 0.43548 0.390574 0.550679 0.32144 0.28274 0.443488 0.11622 0.0911842
threshold=0.10921500000000002 1.0000000180025095e-35 0.13662500000000002 0.085900000000000018 0.087735000000000021 0.086990000000000012 0.15390500000000004 -0.068039999999999975 -0.08403999999999999 0.11264000000000002 0.098395000000000024 -0.0068949999999999992 -0.081674999999999984 1.0000000180025095e-35 0.08413000000000001 0.083495000000000014 0.081260000000000013 -0.15061999999999995 -0.24841999999999997 0.074220000000000022 0.084285000000000013 0.10744000000000002 0.11925000000000001 0.14310500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 7 5 16 23 8 11 10 13 -1 -3 15 -15 -9 22 -13 -19 20 -11 -22 -2 -4
right_child=2 12 6 -5 -6 -7 -8 9 -10 19 -12 17 -14 14 -16 -17 -18 18 -20 -21 21 -23 -24 -25
leaf_value=0.0017007789923002069 0.0012562814767080324 0.0014254031714201392 0.00040908095872763339 0.0013875793884107201 0.00054319896600827711 0.001755913412296916 -7.2920077130142184e-05 0.0020572630626775651 0.0014030811785080931 0.0016579647686259544 0.0017078844394396615 0.0017535118399709122 0.00093700879534902202 0.0026171099439736378 0.0021551445564146478 0.002397624557598608 0.00082890201367413719 0.0019627578877567417 0.0022296659436973594 0.0020785321564472307 0.0020814909087080698 0.0017093595154650451 0.0010627638005713106 0.00059599367035884185
leaf_weight=82 84 58 62 97 99 68 55 841 55 65 70 52 61 66 292 62 56 227 139 95 85 62 63 56
leaf_count=82 84 58 62 97 99 68 55 841 55 65 70 52 61 66 292 62 56 227 139 95 85 62 63 56
internal_value=0 0.00196214 0.000823174 0.00200301 0.00106005 0.00124874 0.000316347 0.00203022 0.00191608 0.00206887 0.00210408 0.00197244 0.00117535 0.00212605 0.00224041 0.00208067 0.00107867 0.00202565 0.00206422 0.00191609 0.00184314 0.00192478 0.00117359 0.000498084
internal_weight=0 2409 543 2290 370 271 173 2193 555 1638 1331 500 119 1261 358 903 203 418 366 307 212 147 147 118
internal_count=2952 2409 543 2290 370 271 173 2193 555 1638 1331 500 119 1261 358 903 203 418 366 307 212 147 147 118
is_linear=0
shrinkage=0.0032998


Tree=4144
num_leaves=24
num_cat=0
split_feature=1 39 1 124 16 3 15 1 42 13 3 3 52 3 42 15 3 3 48 15 16 151 43
split_gain=27.2229 4.57987 3.53655 2.57133 1.63463 1.52942 1.02154 0.886602 0.751177 0.987497 0.863764 0.713949 0.898501 0.757366 0.682368 0.648948 0.590699 0.528342 0.478403 0.464721 0.490374 0.428992 0.285452
threshold=0.10921500000000002 0.087735000000000021 0.14195000000000002 -0.048219999999999992 0.26411500000000004 0.092005000000000017 -0.036279999999999993 0.10471000000000001 0.098395000000000024 0.041960000000000004 -0.15288999999999997 -0.012504999999999997 -0.0019149999999999998 -0.14884499999999998 0.10458000000000002 -0.21242999999999998 -0.098469999999999988 -0.0066499999999999988 0.086410000000000015 0.096235000000000015 -0.08909499999999998 -0.065174999999999983 -0.040494999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 18 15 7 -7 8 9 11 -11 13 -13 -5 17 -2 -12 -3 -1 20 -10 -17 -22
right_child=1 14 -4 5 -6 6 -8 -9 19 10 16 12 -14 -15 -16 21 -18 -19 -20 -21 22 -23 -24
leaf_value=0.0014925137328181818 0.00094934872224871313 0.00088540592851863353 0.00050970723245942484 0.0022235527522162049 0.0018032563946827245 0.0018339072857702235 0.0012559299822990574 0.0014492139710833019 0.0020274498588949289 0.0013795636388615 0.0019598413004904068 0.0018585541070685987 0.0024624066829047053 0.0018611864590114193 0.00019763448406365447 0.0010956833674177638 0.0016056106598896626 0.00044146622051698104 0.0010746680677416983 0.00146918363198045 0.0014687779639562079 0.0014508017786038221 0.0017858649397143808
leaf_weight=73 77 56 72 67 62 54 89 66 57 75 112 55 54 1341 52 60 98 62 52 83 54 102 79
leaf_count=73 77 56 72 67 62 54 89 66 57 75 112 55 54 1341 52 60 98 62 52 83 54 102 79
internal_value=0 0.000962801 0.00116746 0.00178085 0.00132469 0.00180611 0.00147443 0.00182825 0.00184029 0.0018649 0.00168558 0.00189857 0.00215803 0.00187845 0.000513536 0.00120039 0.0017947 0.000652448 0.00131897 0.00167769 0.00176859 0.00131949 0.00165739
internal_weight=0 543 373 2409 301 2284 143 2141 2075 1802 285 1517 109 1408 170 239 210 118 125 273 190 162 133
internal_count=2952 543 373 2409 301 2284 143 2141 2075 1802 285 1517 109 1408 170 239 210 118 125 273 190 162 133
is_linear=0
shrinkage=0.0032998


Tree=4145
num_leaves=32
num_cat=0
split_feature=3 3 39 2 42 2 52 0 0 3 52 0 52 3 2 1210 2 11 150 0 160 2 3 0 52 2 3 42 42 0 42
split_gain=24.3312 8.33829 4.50273 3.9916 3.48526 2.61795 2.59604 1.8045 1.59427 1.49467 1.28632 1.3252 0.966432 0.95852 0.951441 0.819236 0.709956 0.731155 0.698061 0.654093 0.584498 0.571292 0.567259 0.521798 0.243801 0.308436 0.3268 0.250074 0.55864 0.221385 0.0916503
threshold=-0.049204999999999992 0.28833000000000003 0.0047850000000000011 0.11366500000000002 -1.0000000180025095e-35 0.10859000000000001 -0.12367499999999999 -0.11991499999999998 -0.018054999999999998 -0.11211999999999998 0.008405000000000001 -0.038724999999999989 -0.088614999999999985 -0.11211999999999998 0.088135000000000005 -0.076234999999999983 0.10100500000000003 0.080455000000000013 0.083680000000000018 -0.028049999999999995 -0.43042999999999992 0.14253500000000002 -0.0082999999999999984 -0.10114999999999998 0.088115000000000013 0.084275000000000003 -0.088824999999999987 0.096490000000000006 0.088485000000000022 -0.14606999999999998 0.087525000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 10 -4 7 -5 14 18 -8 11 15 -13 -12 -2 -1 17 23 22 -9 30 -3 -6 -17 25 -22 -27 28 -26 -7 -15
right_child=1 21 4 6 8 29 9 19 -10 -11 13 12 -14 20 -16 16 -18 -19 -20 -21 24 -23 -24 -25 27 26 -28 -29 -30 -31 -32
leaf_value=0.0014965289426877373 0.0017799714631203435 0.00060844523670399451 0.0017265353662856376 0.0019682677740816578 0.00032195650551847678 0.0010276232905394758 0.00074972262989341767 0.0022271133270963901 0.0013628574854579341 0.0014426261302224925 0.0023509745887629529 0.0017687642100192317 0.0011684780376797468 0.0016515521002200282 0.0011929950162450423 0.0015788223243821359 0.0015276164887911604 0.0022967965609037352 0.00099088444780517058 0.001761639469213855 0.0020932892636243241 0.000159523260957481 0.00076897845516095973 0.0019124988631455773 0.0020134765394689753 0.0016509705789398436 0.0019485335140567094 0.0019130763648854316 0.002337182573529007 0.0013124577802513301 0.0018365618253876155
leaf_weight=62 57 68 63 65 56 60 56 76 53 87 77 65 54 53 65 56 56 52 66 60 87 57 70 775 198 62 127 99 85 63 86
leaf_count=62 57 68 63 65 56 60 56 76 53 87 77 65 54 53 65 56 56 52 66 60 87 57 70 775 198 62 127 99 85 63 86
internal_value=0 0.00118852 0.00133079 0.00185634 0.00103377 0.00157081 0.00142068 0.00175995 0.000855484 0.00117153 0.00190177 0.00182736 0.00149666 0.00199708 0.00146753 0.00186664 0.00189104 0.00191405 0.000715244 0.00202202 0.00196284 0.000404019 0.000570582 0.00189006 0.00200432 0.00192757 0.00185111 0.00205967 0.00211083 0.0011738 0.00176627
internal_weight=0 814 689 2202 308 381 208 258 245 143 1994 1120 119 874 122 1001 939 883 192 136 797 125 126 831 658 276 189 382 283 123 139
internal_count=3016 814 689 2202 308 381 208 258 245 143 1994 1120 119 874 122 1001 939 883 192 136 797 125 126 831 658 276 189 382 283 123 139
is_linear=0
shrinkage=0.0032998


Tree=4146
num_leaves=16
num_cat=0
split_feature=1 457 4 1 4 133 13 13 483 0 0 4 11 4 4
split_gain=0.871983 0.408666 0.792115 1.1317 0.46577 0.512469 0.505024 0.394718 0.317357 0.474455 0.395284 0.289156 0.196983 0.185332 0.0828714
threshold=0.15028500000000003 0.084620000000000015 0.032770000000000001 0.08413000000000001 0.26777000000000001 -0.53082999999999991 -0.15941999999999998 -0.16392499999999996 -0.15767499999999998 -0.14920999999999998 -0.11825999999999999 0.41823000000000005 1.0000000180025095e-35 0.51395000000000002 0.50609000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -6 -7 -9 12 -11 -8 -10 14 -13
right_child=-2 2 -4 -5 6 7 11 8 9 10 -12 13 -14 -15 -16
leaf_value=-0.0075616606043452626 -0.013532415101516919 0.0087016296944270374 0.018117099033037268 -0.019339584433067943 0.015150269157624749 -0.0027557940669932792 -0.0097515068449170704 -0.00086150141103844273 0.01409151734745223 -0.0023968442061453299 0.0096472014304607202 0.0018091776896479285 0.027896065677310542 -0.0052194593410891769 0.011313104135849437
leaf_weight=54 58 80 53 83 63 78 84 82 69 80 2017 52 52 58 53
leaf_count=54 58 80 53 83 63 78 84 82 69 80 2017 52 52 58 53
internal_value=0 0.00729313 0.000236811 -0.005566 0.00784833 0.0086316 0.00169769 0.00900007 0.00939953 0.0097797 0.00918687 -0.00172626 0.0200389 0.00239842 0.00662351
internal_weight=0 2958 216 163 2742 2432 310 2378 2300 2218 2097 247 121 163 105
internal_count=3016 2958 216 163 2742 2432 310 2378 2300 2218 2097 247 121 163 105
is_linear=0
shrinkage=0.16829


Tree=4147
num_leaves=22
num_cat=0
split_feature=1 1 0 16 1 150 11 3 47 3 0 16 150 16 16 43 0 0 0 3 43
split_gain=42.2953 5.6586 3.87971 3.71779 2.33457 2.53236 1.4353 1.74424 1.37709 1.15985 1.00844 0.859863 0.794401 0.747946 0.864397 0.671151 0.609993 0.601301 0.427504 0.380183 0.142621
threshold=0.10575500000000002 0.13686500000000004 0.15312500000000004 0.12992000000000004 0.09518500000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.11749 0.11170500000000001 0.12478500000000002 -0.081294999999999992 -0.40430999999999989 0.081245000000000026 -0.18817999999999999 -0.49804499999999996 0.29736500000000005 -0.062109999999999992 -0.086834999999999982 -0.15029999999999996 -0.015979999999999998 -0.04133499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 6 10 7 -1 9 12 -6 -3 16 14 -9 17 19 -15 -8 -2 -12
right_child=1 11 -4 -5 5 -7 18 13 -10 -11 20 -13 -14 15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00098928719008168579 0.00079616774366614079 -0.00021205146762475003 0.00061649257936609054 0.0013489657772060538 0.0010434140691141043 0.00060813142370360371 0.0021465067000685815 0.0015650902434920957 0.0010751941649149641 0.00010352886196734291 0.0014257873190873789 0.00025322734288014574 0.00086720771816061967 0.0016843051446770762 0.0010022284527898009 0.0012910678408187143 0.00018792462242559488 0.0015505535927540061 0.0017271707759794611 0.00041252786159767454 0.0016517914843312111
leaf_weight=60 60 78 52 89 59 56 54 66 56 61 54 97 87 550 55 85 54 1152 55 54 82
leaf_count=60 60 78 52 89 59 56 54 66 56 61 54 97 87 550 55 85 54 1152 55 54 82
internal_value=0 0.000551038 0.00150906 0.000742814 0.00152898 0.00122774 0.00156537 0.00154487 0.000597699 0.000512968 0.00140549 4.56446e-05 0.000610774 0.00156232 0.00130954 0.00157942 0.000477768 0.0015938 0.00193524 0.000614753 0.00156231
internal_weight=0 636 2380 461 2328 251 2077 1968 372 316 195 175 255 1908 121 1787 168 1702 109 114 136
internal_count=3016 636 2380 461 2328 251 2077 1968 372 316 195 175 255 1908 121 1787 168 1702 109 114 136
is_linear=0
shrinkage=0.0032998


Tree=4148
num_leaves=14
num_cat=0
split_feature=15 457 151 52 474 16 16 1429 133 1455 1209 39 3
split_gain=0.714401 0.455414 0.452583 0.6195 0.370115 0.301372 0.302938 0.300863 0.676288 0.409351 0.331978 0.279739 0.227472
threshold=-0.24211499999999997 0.15196500000000004 -0.085684999999999997 -0.085009999999999988 0.10539000000000001 -0.49353499999999995 -0.13800499999999996 0.084770000000000012 0.084965000000000013 -0.088759999999999992 -0.085744999999999988 0.10096000000000001 -0.085744999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 7 -1 -7 9 -9 -4 -11 -12 -5
right_child=1 -3 4 12 -6 6 -8 8 -10 10 11 -13 -14
leaf_value=0.0077902336441731139 0.011962550578073302 -0.0081014534721547127 -0.0045558396773140806 -0.013349133628042473 0.01890333260992311 -0.01198000501998463 0.0017568042690547568 -0.013985357606486275 0.012294984113711736 -0.0030436109764284203 0.0096075845336242929 -0.00076773553327358812 -0.00027871482986720393
leaf_weight=66 92 52 66 62 93 96 86 54 57 64 2055 76 97
leaf_count=66 92 52 66 62 93 96 86 54 57 64 2055 76 97
internal_value=0 0.00748222 0.00778124 0.000965258 0.00847456 -0.00194051 -0.00547911 0.00806491 -0.000473862 0.00848491 0.00887784 0.00923672 -0.00538666
internal_weight=0 2768 2716 251 2465 248 182 2372 111 2261 2195 2131 159
internal_count=3016 2768 2716 251 2465 248 182 2372 111 2261 2195 2131 159
is_linear=0
shrinkage=0.16829


Tree=4149
num_leaves=21
num_cat=0
split_feature=1 3 15 39 3 3 1 41 4 51 1 15 4 11 49 157 13 4 4 1
split_gain=36.1182 7.47672 3.12893 2.80401 2.26703 1.80397 1.60657 1.27542 1.25923 1.20609 1.1789 1.1301 0.972512 0.936744 1.21929 0.91324 0.722647 0.692127 0.627962 0.524785
threshold=0.10575500000000002 0.28833000000000003 -0.24211499999999997 0.0047850000000000011 -0.036264999999999992 0.088880000000000015 0.088035000000000016 0.079395000000000007 -0.029404999999999997 -0.09021499999999999 0.13130500000000003 -0.074729999999999977 0.097095000000000015 1.0000000180025095e-35 -0.079769999999999994 1.0000000180025095e-35 -0.067614999999999995 0.13995000000000002 0.028075000000000006 0.14195000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 5 18 7 -5 9 -7 11 -2 -1 13 14 -11 -13 -14 -6 -4 -3
right_child=1 19 4 6 17 8 -8 -9 -10 12 -12 15 16 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0020294155640136905 0.0010225079978236269 0.00038181259614242192 0.0017288759117201928 0.0016921618219403604 0.00083408479559709289 0.0017963617428978526 0.00099146929353309977 0.0014368517404389511 0.0011831998323012631 0.0014589677812922534 0.00047637788825727437 0.0012794899134903428 0.0018997280605071527 0.0023248344214921407 0.0019331863883894984 0.0018078267915475361 0.0013711810600462028 0.0012954673013808821 0.0013391760176116663 -5.3970878114136045e-05
leaf_weight=60 84 71 93 77 102 73 67 73 74 62 89 90 53 64 1565 60 62 55 90 52
leaf_count=60 84 71 93 77 102 73 67 73 74 62 89 90 53 64 1565 60 62 55 90 52
internal_value=0 0.00092831 0.00110351 0.00181365 0.00128748 0.00184244 0.00136639 0.00186737 0.00148793 0.00188294 0.000741755 0.00164504 0.00191059 0.00193066 0.00191514 0.00149106 0.00161508 0.00099594 0.00153741 0.000197293
internal_weight=0 636 513 2380 340 2236 144 2089 147 2016 173 210 1806 1691 1627 150 115 157 183 123
internal_count=3016 636 513 2380 340 2236 144 2089 147 2016 173 210 1806 1691 1627 150 115 157 183 123
is_linear=0
shrinkage=0.0032998


Tree=4150
num_leaves=18
num_cat=0
split_feature=4 2 12 13 2 457 14 4 4 48 2 39 12 39 2 4 2
split_gain=41.709 13.9225 7.61001 3.7209 2.5989 2.03065 2.11479 1.53232 1.25422 1.17771 1.17039 0.873494 0.866634 0.815718 0.674735 0.664628 0.22084
threshold=0.31392000000000003 0.13501500000000002 -1.0000000180025095e-35 -0.16392499999999996 0.14073000000000005 0.097740000000000007 0.064610000000000015 -0.0046399999999999992 -0.49269499999999994 0.08956500000000002 0.10523 0.093225000000000016 0.085425000000000015 0.086655000000000024 0.10773000000000001 0.052250000000000012 0.12068000000000001
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 11 6 8 13 12 -3 -10 14 -5 -1 -2 -9 -16
right_child=4 9 3 5 -6 -7 -8 15 10 -11 -12 -13 -14 -15 16 -17 -18
leaf_value=0.00093312807987992112 0.00082593727217803521 0.0012958200425704515 0.0013199879432835111 0.0027490711292090428 0.00025670777160860563 0.0015214010517867894 0.0027187963179566882 0.0020541119223342029 0.0021720644670178376 0.00062787300045945326 0.0019138221130712526 0.00057590850730608351 0.0021741837703705964 0.0015070386610423442 0.0013809416116582743 0.001547547461580678 0.0010743372575553812
leaf_weight=53 81 52 58 66 79 52 78 52 1775 65 217 54 52 56 53 64 53
leaf_count=53 81 52 58 66 79 52 78 52 1775 65 217 54 52 56 53 64 53
internal_value=0 0.00203836 0.00208998 0.00214672 0.000776721 0.00216811 0.00218346 0.00151028 0.00216366 0.000925039 0.00214395 0.000947035 0.00249603 0.0012283 0.00105402 0.00177493 0.00122797
internal_weight=0 2640 2523 2298 320 2240 2188 225 2110 117 1992 241 118 109 187 116 106
internal_count=2960 2640 2523 2298 320 2240 2188 225 2110 117 1992 241 118 109 187 116 106
is_linear=0
shrinkage=0.0032998


Tree=4151
num_leaves=21
num_cat=0
split_feature=4 1452 3 42 2 40 481 4 2 481 157 0 49 15 52 16 49 48 0 484
split_gain=1.05186 0.569179 0.461807 0.463456 0.390827 0.30893 0.289842 0.384467 0.25893 0.718901 0.613151 0.422679 0.305162 0.641174 0.509301 0.463709 0.41247 0.327088 0.251325 0.150005
threshold=0.31392000000000003 0.087120000000000017 0.13772500000000001 0.088685000000000014 0.14253500000000002 -0.076514999999999986 -0.085504999999999984 -0.049279999999999997 0.084745000000000015 -1.0000000180025095e-35 -0.0089949999999999978 -0.09466999999999999 0.084735000000000019 0.086365000000000011 -0.054584999999999995 0.0060400000000000011 0.089215000000000017 0.095980000000000024 -0.17127999999999996 -0.067269999999999983
decision_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 18 6 -5 7 -1 9 -8 -11 -12 13 14 -10 -15 -14 -18 -2 -3
right_child=2 19 -4 5 -6 -7 8 -9 12 10 11 -13 16 15 -16 -17 17 -19 -20 -21
leaf_value=-0.0095843978304175539 0.017047721218111132 0.01377308768841852 -0.013815699621637523 0.0026166148119215384 -0.0036399149431150055 -0.015451050470834806 0.03023468926835032 0.010426171301292902 0.0079801093354839765 -0.0049305533638276606 0.021322613720022678 0.009707982612853874 0.025078840671218284 0.013484164684351612 -0.0011437653739810477 -0.0028088334387865246 0.00720612044405846 0.021700873680009617 0.0024961557569859088 0.026214167317390128
leaf_weight=57 54 53 69 52 78 55 53 52 316 71 105 586 55 366 383 57 297 52 90 59
leaf_count=57 54 53 69 52 78 55 53 52 316 71 105 586 55 366 383 57 297 52 90 59
internal_value=0 0.00859258 -0.00161938 0.00172623 0.00807128 -0.00665371 0.00844486 -2.15888e-05 0.00883984 0.0112662 0.00994447 0.0114755 0.00754282 0.00611137 0.00297833 0.0112844 0.0115138 0.00937095 0.00796547 0.0203429
internal_weight=0 2640 320 251 2528 107 2450 109 2341 815 762 691 1526 1122 699 423 404 349 144 112
internal_count=2960 2640 320 251 2528 107 2450 109 2341 815 762 691 1526 1122 699 423 404 349 144 112
is_linear=0
shrinkage=0.16829


Tree=4152
num_leaves=21
num_cat=0
split_feature=15 2 39 0 2 12 147 3 15 2 0 0 12 15 12 150 2 3 1210 12
split_gain=26.1269 10.6788 4.19979 2.51609 2.63939 2.39232 2.26311 1.24787 2.62245 1.47759 1.68118 1.09124 0.965295 0.938507 0.860582 0.686374 0.657517 0.53067 0.388379 0.219671
threshold=-0.26361999999999991 0.11366500000000002 0.0047850000000000011 -0.084114999999999981 0.14253500000000002 -0.073629999999999987 0.089430000000000023 -0.13392999999999997 1.0000000180025095e-35 0.10433000000000002 -0.079964999999999994 -0.077614999999999976 0.091395000000000018 -0.061499999999999992 0.090335000000000013 0.088040000000000021 0.13554000000000002 0.0035100000000000005 -0.074724999999999986 0.094390000000000016
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 6 13 19 17 7 8 12 14 -11 -4 -2 -3 15 -9 -7 -1 -16 -5
right_child=1 3 11 4 -6 16 -8 9 -10 10 -12 -13 -14 -15 18 -17 -18 -19 -20 -21
leaf_value=0.00044131800357843036 0.0014837334579584432 0.0010537659231314742 0.0015573991545675323 0.0014949978105222854 0.00088272825385254309 0.0011062625372445722 0.0011926861879235245 0.0019377547117996256 0.0026033634818794634 0.0010826849015080861 0.0018237042954056314 0.0010153426441040783 0.0020902030071784697 0.00048139858629525514 0.0014848204125683258 0.0016633645170056578 0.00060890765159945029 -1.8767195530400825e-05 0.0017854897054846851 0.0017712873758575479
leaf_weight=53 55 73 82 54 72 65 58 1034 73 60 76 81 61 55 52 112 53 56 651 84
leaf_count=53 55 73 82 54 72 65 58 1034 73 60 76 81 61 55 52 112 53 56 651 84
internal_value=0 0.00172279 0.0018003 0.00117342 0.00139593 0.000557504 0.00183768 0.00185487 0.00211229 0.00183035 0.00149704 0.00128825 0.00180296 0.000808102 0.00185484 0.00191097 0.000883173 0.000204621 0.0017633 0.00166343
internal_weight=0 2733 2395 338 210 227 2232 2174 189 1985 136 163 116 128 1849 1146 118 109 703 138
internal_count=2960 2733 2395 338 210 227 2232 2174 189 1985 136 163 116 128 1849 1146 118 109 703 138
is_linear=0
shrinkage=0.0032998


Tree=4153
num_leaves=11
num_cat=0
split_feature=1 160 44 40 41 0 1428 49 12 4
split_gain=0.999124 0.533312 0.560299 0.504661 0.484725 0.4065 0.385991 0.435643 0.343091 0.339973
threshold=0.14195000000000002 -0.54913999999999985 1.0000000180025095e-35 1.0000000180025095e-35 0.079395000000000007 -0.057749999999999989 0.094820000000000015 -0.15532499999999996 0.08598500000000002 -0.16523499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -2 7 -3 -6 -9
right_child=5 2 -4 -5 8 -7 -8 9 -10 -11
leaf_value=0.024068114615116334 0.0026635728142757704 -0.007143657890934246 0.025067915635595673 -0.0078307485829944845 0.0061353315658206663 -0.017537162538709673 0.022602264041906947 0.015289816938026888 -0.012567085443820788 0.0077005975474765754
leaf_weight=58 53 53 52 60 56 60 52 181 55 2280
leaf_count=58 53 53 52 60 56 60 52 181 55 2280
internal_value=0 0.00808119 0.00774808 0.00741837 0.00776082 -0.00804658 0.008232 0.00793405 -0.00311545 0.00825949
internal_weight=0 2847 2789 2737 2677 113 2566 2514 111 2461
internal_count=2960 2847 2789 2737 2677 113 2566 2514 111 2461
is_linear=0
shrinkage=0.16829


Tree=4154
num_leaves=21
num_cat=0
split_feature=2 39 2 2 2 0 0 2 2 14 0 49 2 474 2 159 16 2 2 0
split_gain=19.6889 8.11289 3.01447 2.90116 2.69273 2.53322 2.20135 1.59456 1.03524 0.874276 1.82021 0.864763 0.505724 0.484068 0.645091 0.557039 0.343999 0.173978 0.173817 0.0808433
threshold=0.12026500000000001 0.0047850000000000011 0.10523 -0.14339499999999997 0.17990500000000001 -0.084114999999999981 -0.075804999999999997 -0.0050599999999999994 0.14253500000000002 0.064610000000000015 -0.14104999999999998 -0.00025999999999999992 0.094215000000000007 0.083685000000000023 0.085955000000000018 0.10323000000000002 -0.10227499999999999 0.13270000000000001 0.11355500000000002 0.051660000000000005
decision_type=2 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 16 -3 17 10 11 -5 -9 15 -15 -12 -4 -7 19 -8
right_child=4 7 6 9 -6 8 18 12 -10 -11 13 -13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.00094751070163508059 0.00045591189361756176 0.00068740647700378055 0.0011895376970476889 0.0010579815854514895 0.00011897255889549542 0.0014744138974764076 0.0017729488783355392 0.0014810604278420638 0.0008136723779877381 0.0020757859759210637 0.0017399454956184344 0.0016052931319806727 0.0010686644458156775 0.0016046187892724639 0.0019957277716371041 0.0014931358974441752 0.00084782818451055952 0.0011991693716117606 0.0014643015428691057 0.0015857212453404791
leaf_weight=53 94 95 75 63 60 52 58 58 69 78 1489 64 76 65 167 109 58 53 68 56
leaf_count=53 94 95 75 63 60 52 58 58 69 78 1489 64 76 65 167 109 58 53 68 56
internal_value=0 0.00160911 0.00166569 0.00171115 0.000751536 0.000893024 0.00136424 0.00101526 0.00112896 0.00173102 0.00171726 0.00133407 0.00124743 0.00174384 0.0018863 0.00172313 0.00104079 0.00133582 0.00160041 0.00168129
internal_weight=0 2632 2403 2088 328 268 315 229 174 2035 1957 127 134 1830 232 1598 133 105 182 114
internal_count=2960 2632 2403 2088 328 268 315 229 174 2035 1957 127 134 1830 232 1598 133 105 182 114
is_linear=0
shrinkage=0.0032998


Tree=4155
num_leaves=16
num_cat=0
split_feature=0 16 16 43 0 43 1 48 48 3 1 3 3 52 3
split_gain=1.03502 0.818705 1.39414 0.637778 0.534221 0.542473 0.6789 0.543342 0.490229 0.981279 0.534065 0.489665 0.414142 0.260617 0.121475
threshold=-0.00077999999999999999 0.041025000000000006 -0.14158499999999996 -0.051239999999999987 -0.23395499999999997 -0.23933499999999996 0.13699000000000003 -0.085909999999999986 0.11362000000000001 0.085880000000000012 0.100925 0.12955000000000003 -0.082204999999999986 -0.48192999999999991 0.15217000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 -1 12 7 -7 9 10 -9 -11 -6 -5 -8
right_child=1 3 -4 13 5 6 14 8 -10 11 -12 -13 -14 -15 -16
leaf_value=0.024137886503856214 0.0050644276089435699 -0.0092521861278774247 -0.032088017525754763 0.00499395467474123 0.012233307506244889 0.026182343931866137 -0.0096068464400210739 0.010299650931367782 0.020938460587297061 -0.015118312805974707 0.0021335101914005416 0.0044975276293532295 0.031232421118299429 0.019677386581352277 0.0011840921832138476
leaf_weight=69 62 56 53 72 88 52 56 1717 90 71 262 73 52 66 62
leaf_count=69 62 56 53 72 88 52 56 1717 90 71 262 73 52 66 62
internal_value=0 -0.000786173 -0.0120424 0.00587706 0.00951261 0.00911192 0.00851245 0.00916103 0.00876026 0.00824314 0.00921944 -0.0051617 0.019303 0.0120295 -0.00392181
internal_weight=0 309 115 194 2592 2523 2383 2265 2213 2123 1979 144 140 138 118
internal_count=2901 309 115 194 2592 2523 2383 2265 2213 2123 1979 144 140 138 118
is_linear=0
shrinkage=0.16829


Tree=4156
num_leaves=25
num_cat=0
split_feature=1 2 2 10 124 150 39 13 1 11 1 0 1213 16 52 52 0 2 159 0 2 0 13 11
split_gain=34.9376 5.06129 3.35567 3.01326 2.08877 1.7789 1.69961 1.34469 1.18249 1.17142 0.997677 0.77865 0.687465 0.57788 0.540736 0.603496 0.674271 0.485825 0.579577 0.575938 0.270592 0.235738 0.213595 0.191593
threshold=0.11230000000000001 0.14132000000000003 0.099345000000000017 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.090455000000000021 -0.10939499999999998 0.10651500000000001 1.0000000180025095e-35 0.14039500000000002 -0.064994999999999983 0.060985000000000004 -0.15190499999999998 -0.11183499999999999 0.024870000000000003 -0.068419999999999995 0.086545000000000025 0.03981500000000001 -0.086774999999999977 0.11203000000000002 -0.061204999999999989 -0.015454999999999998 0.08235000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 -1 8 7 -2 14 11 -3 12 17 -9 20 -16 -17 18 -6 -19 -4 -15 -14 -11
right_child=1 10 5 -5 9 -7 -8 13 -10 23 -12 -13 22 21 15 16 -18 19 -20 -21 -22 -23 -24 -25
leaf_value=0.001279869833486112 0.00079637659026475559 0.00053548516306145652 0.0016750136845186318 0.00023593977472463281 0.001883461676742685 0.0010388028591356425 0.00063849748055919641 0.0010990875323901787 0.0011382494954833881 0.0022902989110431989 -4.4975101098361801e-05 0.0015057319551143118 0.0021135511024788088 0.0013624003242004305 0.0013400437023182604 0.0018582380803253997 0.0014519267406197271 0.0016020401062879889 0.0015856460578169524 0.0018057519528790207 0.0019546603061441729 0.0016634094730484537 0.0018820172451469892 0.0020063208646154168
leaf_weight=82 61 57 95 53 635 77 71 60 59 56 74 95 99 65 99 94 87 260 82 378 67 54 86 55
leaf_count=82 61 57 95 53 635 77 71 60 59 56 74 95 99 65 99 94 87 260 82 378 67 54 86 55
internal_value=0 0.000763865 0.00172663 0.000964062 0.00179603 0.00150709 0.00108803 0.00122088 0.001579 0.00182025 0.000207323 0.00179785 0.00181584 0.00136534 0.00163775 0.00154902 0.00166313 0.00178984 0.00184945 0.00172279 0.00179089 0.00149929 0.00200611 0.00214991
internal_weight=0 495 2406 364 1828 578 311 240 501 1746 131 1635 1540 179 442 280 181 1355 717 638 162 119 185 111
internal_count=2901 495 2406 364 1828 578 311 240 501 1746 131 1635 1540 179 442 280 181 1355 717 638 162 119 185 111
is_linear=0
shrinkage=0.0032998


Tree=4157
num_leaves=23
num_cat=0
split_feature=2 2 2 150 2 12 12 16 14 10 51 2 12 157 51 1446 159 12 2 16 51 12
split_gain=56.3365 28.6327 10.6993 7.57607 7.42226 6.84174 3.73123 3.14709 2.86859 2.40119 1.56033 2.29927 1.61288 1.42389 1.37309 1.16092 1.02497 1.19736 0.939619 0.558438 0.475034 0.356904
threshold=0.11891500000000001 -1.0000000180025095e-35 0.099345000000000017 0.082085000000000019 0.16730000000000003 -0.014854999999999998 -1.0000000180025095e-35 0.15737500000000001 0.064610000000000015 -0.0078549999999999991 -0.089864999999999987 0.11454500000000002 0.095110000000000014 -0.082259999999999986 0.11355500000000002 0.088645000000000015 -0.46319999999999995 0.056995000000000011 0.14073000000000005 -0.43279999999999996 -0.085079999999999975 0.087135000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 6 7 9 -4 14 13 -1 -8 12 -12 20 18 16 -15 -18 19 -2 -3 -22
right_child=4 2 3 -5 -6 -7 10 -9 -10 -11 11 -13 -14 15 -16 -17 17 -19 -20 -21 21 -23
leaf_value=0.0016205274560195302 0.0012871457729349113 0.003071002882499476 0.0019419209585496927 0.0015466213153348797 0.00048964058575464711 0.0023247232390636737 0.0031757348788216577 0.0023269564752794419 0.0036777452009770875 0.00066732179915698648 0.0031319065263248551 0.0020492182077151465 0.0025617253636301949 0.0033750012239490853 0.0019521048661370396 0.0033671034784195581 0.0026711623471865151 0.0029783133746850085 0.0010277683759921028 0.0017497136879570888 0.003618602249267305 0.0032363305355717158
leaf_weight=54 55 67 65 77 72 90 92 63 75 62 101 52 119 64 55 83 158 1260 63 61 57 56
leaf_count=54 55 67 65 77 72 90 92 63 75 62 101 52 119 64 55 83 158 1260 63 61 57 56
internal_value=0 0.00282115 0.0029256 0.00250076 0.00144084 0.00164164 0.00267194 0.00167131 0.00304369 0.00111136 0.0028022 0.00267573 0.00282365 0.00301642 0.00149464 0.00298421 0.00296275 0.00294411 0.00135389 0.0015307 0.00329624 0.00342947
internal_weight=0 2532 2326 506 369 206 429 297 1820 116 364 272 220 1745 234 1565 1482 1418 179 116 180 113
internal_count=2901 2532 2326 506 369 206 429 297 1820 116 364 272 220 1745 234 1565 1482 1418 179 116 180 113
is_linear=0
shrinkage=0.0032998


Tree=4158
num_leaves=26
num_cat=0
split_feature=3 2 4 3 30 4 12 4 4 52 11 2 3 3 12 4 15 4 4 12 43 43 52 13 15
split_gain=31.5331 13.4695 7.93392 5.57201 4.621 2.90563 2.89294 1.8912 2.27821 2.21666 1.81653 1.34748 1.32435 1.25427 0.772982 1.14763 0.768343 0.492587 0.407094 0.400405 0.315245 0.451307 0.292026 0.287841 0.0450877
threshold=-0.063264999999999988 0.16730000000000003 0.31392000000000003 0.28833000000000003 0.086055000000000006 0.27420500000000009 0.096385000000000012 -0.37626499999999991 -0.00076499999999999995 -0.087094999999999992 1.0000000180025095e-35 0.092385000000000009 0.094635000000000011 -0.12711499999999995 0.11619500000000001 -0.057674999999999997 -0.069034999999999985 -0.088709999999999983 0.44128500000000004 0.10227500000000002 -0.085079999999999975 -0.08231999999999999 0.092320000000000013 -0.086554999999999979 0.090725000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 5 7 10 -2 9 -9 13 -12 -10 -1 15 22 -17 -15 -7 -18 23 -22 24 -19 -8
right_child=1 -3 -4 -5 -6 18 14 8 12 -11 11 -13 -14 17 -16 16 19 20 -20 -21 21 -23 -24 -25 -26
leaf_value=0.0016676533530412877 0.0021462030261165175 -0.0001698384777096924 0.0011144712019945365 0.00068527330642580489 0.0006577835479392594 0.000939034247129279 0.0022976361100240359 0.0019121543276834046 0.0019787035332375219 0.0011017418167059735 0.0028610412470146699 0.0021722248447534078 0.0014219265133596794 0.0024664636091965638 0.001472645413025926 0.0019568956327890162 0.0013433837034896453 0.0024611206331155012 0.0013195208655104194 0.0017521298032258143 0.0019035065262716843 0.0021343264042687723 0.0019151423743685152 0.0021844121985406442 0.002141324130751555
leaf_weight=62 91 63 94 100 62 55 52 52 176 127 68 58 64 53 52 95 54 54 72 53 106 918 55 211 54
leaf_count=62 91 63 94 100 62 55 52 52 176 127 68 58 64 53 52 95 54 54 72 53 106 918 55 211 54
internal_value=0 0.00129863 0.00205158 0.00141446 0.00151873 0.00160248 0.00209685 0.00171383 0.00161984 0.00133737 0.00216327 0.00254425 0.00183038 0.00212905 0.00185191 0.00190614 0.00173951 0.00215034 0.00115502 0.00154618 0.00213732 0.00211047 0.00211498 0.00224093 0.00221834
internal_weight=0 862 2039 799 699 637 1945 510 419 179 1530 126 240 1404 415 363 202 1342 127 107 1289 1024 161 265 106
internal_count=2901 862 2039 799 699 637 1945 510 419 179 1530 126 240 1404 415 363 202 1342 127 107 1289 1024 161 265 106
is_linear=0
shrinkage=0.0032998


Tree=4159
num_leaves=18
num_cat=0
split_feature=15 15 13 4 13 41 16 39 4 13 12 2 15 474 4 2 132
split_gain=1.11862 0.828697 0.474325 0.469926 0.433605 0.785028 0.367785 0.300667 0.483431 0.404637 0.252609 0.366963 0.962369 0.554884 0.210902 0.187686 0.303999
threshold=-0.26361999999999991 -0.46645999999999993 -0.17030499999999998 0.0047050000000000008 -0.13871999999999998 0.082095000000000015 -0.14239499999999997 0.0039300000000000003 -0.031159999999999997 -0.0040999999999999986 0.09696500000000001 0.096780000000000019 -0.092489999999999989 0.089745000000000019 0.6214050000000001 0.11382000000000002 0.004745000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 -2 -4 7 -3 10 -9 -10 11 13 -13 -6 -1 16 -12
right_child=2 6 4 -5 5 -7 -8 8 9 -11 15 12 -14 -15 -16 -17 -18
leaf_value=0.017813614256535024 -0.0059269937165646594 -0.00090884535300893494 0.025145088689393989 0.014827997906343961 0.014204207574965953 -0.0065503972953352037 -0.020257600565680808 -0.0070938462920633249 0.0052938460496303463 0.023404993537215785 0.0057544399623664826 0.00057218990333383121 0.02404750697870417 -3.0378687531530978e-05 0.0037297685408431945 0.016383987845700262 0.019588667261769326
leaf_weight=54 76 59 81 52 1355 59 53 52 100 54 275 61 265 82 69 100 54
leaf_count=54 76 59 81 52 1355 59 53 52 100 54 275 61 265 82 69 100 54
internal_value=0 0.000383906 0.0125036 0.00249069 0.0130079 0.012607 -0.010081 0.0130791 0.00691444 0.0116562 0.0136576 0.014551 0.0196604 0.0133907 0.00992753 0.00998194 0.00803056
internal_weight=0 235 2666 128 2538 2457 112 2398 206 154 2192 1763 326 1437 123 429 329
internal_count=2901 235 2666 128 2538 2457 112 2398 206 154 2192 1763 326 1437 123 429 329
is_linear=0
shrinkage=0.16829


Tree=4160
num_leaves=16
num_cat=0
split_feature=49 0 12 12 1447 52 49 128 124 51 51 51 0 12 1
split_gain=0.963703 0.579087 1.05031 0.538084 0.480294 0.442859 0.831485 0.345632 0.442484 0.432248 0.462084 0.450461 0.252355 0.218411 0.0952657
threshold=-0.15532499999999996 -0.14720499999999997 -0.22686499999999998 -0.053404999999999987 -0.085804999999999979 0.013340000000000001 -0.00025999999999999992 0.090950000000000017 -0.087424999999999989 -0.092389999999999986 -0.11683999999999999 -0.085489999999999997 -0.087404999999999997 0.098455000000000015 0.085720000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 12 6 -5 8 -6 10 -10 -11 -4 14 -9
right_child=1 2 4 5 7 -7 -8 13 9 11 -12 -13 -14 -15 -16
leaf_value=-0.0080477757447744453 -0.010600449244160816 0.034268633947890335 0.0075717442578607953 -0.00077350522458550619 -0.0045417547064758703 -0.0045582183689902474 0.022834688460228101 0.017960320940473253 0.0080857194086402795 0.026108718536561836 -0.0090339072484676777 0.011274035694373187 -0.008550764060675075 0.0094293461899542155 0.027938145656896642
leaf_weight=84 63 54 56 81 54 68 88 59 219 60 56 1900 54 52 53
leaf_count=84 63 54 56 81 54 68 88 59 219 60 56 1900 54 52 53
internal_value=0 0.0102238 0.0110269 0.00321207 0.0105366 0.00689134 0.0115089 0.0110244 0.0104879 0.0108518 0.00459301 0.0117291 -0.000326609 0.0185018 0.022698
internal_weight=0 2917 2617 300 2563 237 169 2453 2289 2235 275 1960 110 164 112
internal_count=3001 2917 2617 300 2563 237 169 2453 2289 2235 275 1960 110 164 112
is_linear=0
shrinkage=0.16829


Tree=4161
num_leaves=28
num_cat=0
split_feature=1 3 4 3 52 4 16 158 49 124 48 52 3 155 47 13 52 48 13 4 13 3 1375 49 1 3 3
split_gain=18.5348 3.5871 1.81697 1.70423 1.55063 1.28801 1.37921 0.772103 0.769465 0.749481 0.72341 0.637028 0.612483 0.5268 0.423928 0.583552 0.71282 0.38895 0.457338 0.838714 0.361937 0.35868 0.316828 0.359063 0.311332 0.280477 0.330944
threshold=0.10398500000000001 -0.057749999999999989 0.41939500000000002 -0.070619999999999988 0.056265000000000009 0.049545000000000006 -0.11227499999999999 0.078875000000000015 -0.081489999999999993 -0.076779999999999987 -0.031249999999999997 0.10400000000000002 -0.087169999999999984 0.084710000000000021 0.077735000000000012 -0.065539999999999987 0.0035300000000000006 0.097500000000000017 -0.0088749999999999992 0.50609000000000004 -0.070339999999999986 -0.078994999999999982 -0.012944999999999998 0.10449500000000002 0.11477000000000001 0.091085000000000013 -0.012814999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 10 6 -1 20 -8 -5 -3 22 -13 24 15 -11 25 18 19 -12 -7 -14 -10 -24 -2 26 -17
right_child=1 4 -4 9 -6 7 8 -9 11 14 17 12 21 -15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28
leaf_value=0.0018660787316249223 0.0013135386112672956 0.00013413886015873919 0.00055807568468648004 0.0009657392613319298 0.00095598051206505631 0.0012184242399728264 0.0010763592010363582 0.0015097177553690523 0.0017522037580938908 0.0014713867431130983 0.0010254568493422299 0.0010077481686106033 0.0015420443331508435 0.0015026086618036545 0.0015166567111734089 0.0012035030207964796 0.0009342652743358728 0.00035173138779885768 0.00042755515020712146 0.00047423085664877331 0.00087303522335240675 0.0012582439538869705 0.001503354809487225 0.0012355389467666143 0.00098716878528188495 0.0011007491078030343 0.0015688624420041354
leaf_weight=95 57 54 54 94 99 71 57 59 54 92 62 55 102 60 77 54 95 76 75 59 64 97 1091 59 76 56 57
leaf_count=95 57 54 54 94 99 71 57 59 54 92 62 55 102 60 77 54 95 76 75 59 64 97 1091 59 76 56 57
internal_value=0 0.000777899 0.00109431 0.00140011 0.000593924 0.00144838 0.00147908 0.00119343 0.00145479 0.0012342 0.000483867 0.00146956 0.00131825 0.00124416 0.00129266 0.00124384 0.00116381 0.000553169 0.000631097 0.000756968 0.00105495 0.00140389 0.00150145 0.00148965 0.00112731 0.00129417 0.00139144
internal_weight=0 672 247 2329 425 1804 1610 194 1515 525 326 1458 254 193 431 354 262 272 196 121 135 199 1204 1150 133 167 111
internal_count=3001 672 247 2329 425 1804 1610 194 1515 525 326 1458 254 193 431 354 262 272 196 121 135 199 1204 1150 133 167 111
is_linear=0
shrinkage=0.0032998


Tree=4162
num_leaves=31
num_cat=0
split_feature=1 3 2 3 2 3 4 39 52 16 52 3 52 42 2 16 13 4 3 1 42 13 3 13 402 3 2 15 15 13
split_gain=30.0877 5.54908 2.61763 2.56249 2.51886 2.27472 1.74172 1.62423 1.28007 0.952293 0.874201 0.744909 0.835272 1.23951 0.744003 0.595644 0.592792 1.16055 1.25914 1.04192 0.532129 0.58035 0.522502 0.521919 0.453793 0.400792 0.390168 0.357134 0.34461 0.244103
threshold=0.10398500000000001 -0.064349999999999991 0.10523 -0.22442499999999996 0.16993500000000003 -0.06533499999999999 0.049545000000000006 0.088850000000000026 -0.049669999999999999 -0.14669499999999996 0.0030150000000000008 -0.096949999999999995 -0.41694999999999993 -0.044384999999999994 0.090145000000000017 0.024125000000000004 -0.00027999999999999998 -0.081139999999999976 0.088880000000000015 0.092845000000000025 0.091485000000000025 0.057990000000000007 -0.012814999999999998 -0.059629999999999996 -0.10593999999999999 -0.082354999999999984 0.10052500000000002 -0.13843999999999998 -0.40166999999999992 -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 2 2 2 2 2 2 2
left_child=5 2 15 -4 7 6 9 8 -3 -1 26 12 -11 -14 -15 -2 19 -18 22 23 21 24 -19 -7 -13 -22 -8 -10 -9 -27
right_child=1 4 3 -5 -6 16 10 28 27 11 -12 20 13 14 -16 -17 17 18 -20 -21 25 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0026543367525042262 0.002361772890911956 0.0010895676363663241 0.0019404806801761551 0.00092571699427421378 0.00051624022436578003 0.0021538564184943243 0.0015367922287152628 0.0007976127980523119 0.0014078775815694995 0.0024471766456478027 0.0021758832956896169 0.0026312383847938458 0.0022682181358070937 0.0020067706394141334 0.0014735024114089802 0.0019022415649518371 0.0024204383165655706 0.0019113196961408475 0.001542895294202589 0.0014360805443611141 0.0024010360078564794 0.0019640712403773755 0.0023724426249727044 0.0017574374848358543 0.0023093676825087059 0.0021456052412476105 0.0019318794886570418 0.0017298766855877515 0.0011340662949509597 0.00188447562114852
leaf_weight=64 57 85 52 57 58 80 56 68 67 54 89 52 93 61 55 70 73 57 62 55 58 52 53 69 941 197 56 91 67 52
leaf_count=64 57 85 52 57 58 80 56 68 67 54 89 52 93 61 55 70 73 57 62 55 58 52 53 69 941 197 56 91 67 52
internal_value=0 0.0013784 0.00178625 0.00141015 0.00115756 0.00217116 0.0022217 0.00125588 0.00141741 0.00225657 0.0019302 0.00224079 0.00207853 0.00198311 0.00175423 0.00210877 0.00195947 0.00206997 0.00192102 0.0018266 0.00227233 0.00230827 0.00213382 0.00197052 0.00232626 0.00214986 0.00173465 0.00159356 0.000964854 0.00209121
internal_weight=0 672 236 109 436 2329 1880 378 243 1679 201 1615 263 209 116 127 449 245 172 204 1352 1045 110 149 993 307 112 158 135 249
internal_count=3001 672 236 109 436 2329 1880 378 243 1679 201 1615 263 209 116 127 449 245 172 204 1352 1045 110 149 993 307 112 158 135 249
is_linear=0
shrinkage=0.0032998


Tree=4163
num_leaves=33
num_cat=0
split_feature=0 16 13 4 16 11 0 16 151 4 4 474 13 13 2 13 0 16 402 13 13 2 13 4 123 0 3 16 0 133 3 4
split_gain=0.552817 0.6614 0.651102 0.455028 0.57774 0.403998 0.532302 0.720457 0.622856 0.378082 0.563926 0.457917 0.383115 0.450255 0.971635 0.390028 0.421588 0.372286 0.524918 0.303227 0.267199 0.255683 0.248975 0.242492 0.288027 0.543303 0.219971 0.205846 0.145197 0.171023 0.13885 0.0996031
threshold=-0.12851999999999997 -0.071129999999999985 -0.15941999999999998 0.062600000000000017 -0.11082499999999999 1.0000000180025095e-35 -0.23043999999999995 -0.47730499999999992 -0.024429999999999997 0.015030000000000002 -0.010574999999999999 0.083260000000000015 0.18123500000000001 -0.011809999999999999 0.088065000000000018 -0.084509999999999988 -0.085674999999999987 -0.075724999999999987 -0.11206999999999999 -0.09330999999999999 0.036560000000000002 0.088820000000000024 0.0048350000000000008 0.15641500000000003 0.086730000000000015 -0.089179999999999995 -0.07822999999999998 -0.23389999999999997 -0.083694999999999978 0.058050000000000011 -0.065134999999999985 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 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 27 -8 -9 10 12 28 13 15 -15 16 -3 18 -6 -5 -16 -17 -20 -21 25 -25 -11 -1 29 -12 -28 -32
right_child=1 9 3 19 17 -7 7 8 -10 26 11 -13 -14 14 20 21 -18 -19 22 23 -22 -23 -24 24 -26 -27 30 -29 -30 -31 31 -33
leaf_value=0.0043986152203462844 0.031600498738580549 0.011901716464988707 0.027585874242965418 -0.0038436412210964073 0.027553528549495526 0.014763203666525931 0.011985238135527756 0.0044438933923241749 -0.017132692971876893 -0.0044878945819373864 0.021627177769865613 0.027926421696498418 0.022046982920804481 -0.013010012451527454 0.015635142445875501 0.017062798992274631 -0.0037827094298654796 0.025479728492679189 0.012613231630351848 0.0014089161988275433 0.0028594072285291496 0.0080644685470434088 0.0035527331004458285 0.0057780974426935262 0.0034735909210813656 0.029241188877869004 0.012468596470966499 0.019215994909134462 0.0057910980549459555 0.0094845039066599 -0.00239603929428707 0.0078101875240222194
leaf_weight=53 59 95 98 53 60 91 68 62 97 77 68 77 53 87 83 211 99 70 487 64 106 157 105 52 54 61 65 54 62 65 55 53
leaf_count=53 59 95 98 53 60 91 68 62 97 77 68 77 53 87 83 211 99 70 487 64 106 157 105 52 54 61 65 54 62 65 55 53
internal_value=0 0.0113784 0.0143533 0.01343 0.0154428 0.00481948 0.00210488 -0.00250115 -0.00870788 0.00892861 0.0102056 0.0169188 0.00815418 0.00727337 0.00169907 0.0100077 0.00388855 0.0137921 0.0125345 0.00761197 0.00847942 0.0132287 0.0110093 0.0102481 0.0136248 0.0184599 0.00298101 0.0118933 0.012563 0.0157063 0.0063157 0.00259594
internal_weight=0 2576 1163 1104 820 425 334 227 159 1413 1163 272 891 838 276 562 194 722 652 284 189 368 592 231 167 113 250 107 195 133 173 108
internal_count=3001 2576 1163 1104 820 425 334 227 159 1413 1163 272 891 838 276 562 194 722 652 284 189 368 592 231 167 113 250 107 195 133 173 108
is_linear=0
shrinkage=0.16829


Tree=4164
num_leaves=19
num_cat=0
split_feature=49 147 10 1 0 16 3 43 1446 159 159 11 128 3 3 43 1 1
split_gain=0.669135 0.438981 0.358738 0.31501 0.607416 0.494093 0.28944 0.34565 0.288635 0.383275 0.587057 0.312508 0.280647 0.304849 0.25466 0.373655 0.171728 0.118986
threshold=-0.15532499999999996 0.089245000000000005 -0.084119999999999986 0.10442000000000001 -0.055729999999999995 0.51896500000000012 -0.021559999999999996 -0.077614999999999976 0.083735000000000018 -0.022294999999999995 -0.085534999999999986 1.0000000180025095e-35 0.097295000000000006 -0.12077499999999998 0.28833000000000003 -0.046639999999999994 0.086860000000000007 0.12864500000000004
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 6 17 7 -5 11 10 -10 12 13 -4 15 -8 -13 -6
right_child=1 -3 3 4 5 -7 14 -9 9 -11 -12 16 -14 -15 -16 -17 -18 -19
leaf_value=-0.0061021547577543118 0.020355517878860332 -0.0019371238501191292 -0.0017970919893419656 0.003517366839259478 0.013601164504260303 -0.00054218622566771255 -0.00098398976574905054 -0.014454212220989932 0.010832128789296664 0.014874437383677464 -0.0097431003555197224 0.012932298518036987 0.018903072080404437 0.010095742645138479 -0.0048320810830780533 0.016195453908024605 0.026334911453247373 0.024049363861653419
leaf_weight=84 84 98 63 60 62 52 64 61 73 68 85 57 99 1738 55 81 53 64
leaf_count=84 84 98 63 60 62 52 64 61 73 68 85 57 99 1738 55 81 53 64
internal_value=0 0.00912019 0.00950523 0.00917133 0.00534042 0.0132261 0.000962099 -0.00552784 0.0100255 0.00430993 -0.000225453 0.0106672 0.0101603 0.00967873 0.00489749 0.00860041 0.0194063 0.0189224
internal_weight=0 2917 2819 2735 499 178 321 121 2236 226 158 2010 1900 1801 200 145 110 126
internal_count=3001 2917 2819 2735 499 178 321 121 2236 226 158 2010 1900 1801 200 145 110 126
is_linear=0
shrinkage=0.16829


Tree=4165
num_leaves=23
num_cat=0
split_feature=1 52 1 52 4 13 123 42 15 52 40 4 51 15 1 159 484 1447 483 52 52 13
split_gain=33.4629 6.98714 3.54473 2.58998 2.18329 1.84334 1.26513 1.09689 1.04257 0.989475 1.13114 0.751847 0.638715 0.51861 0.913098 0.501516 0.978763 0.461454 0.482905 0.455972 0.309421 0.188015
threshold=0.10290000000000001 -0.41694999999999993 0.12448500000000001 0.13072500000000004 0.046185000000000004 -0.27740999999999993 1.0000000180025095e-35 0.073240000000000013 -0.043134999999999993 -0.065394999999999995 -1.0000000180025095e-35 -0.50139499999999992 0.12162000000000002 -0.037394999999999991 0.11359000000000001 0.051140000000000012 0.041405000000000004 -0.086059999999999984 0.10355000000000002 0.023800000000000005 -0.097599999999999978 -0.015454999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 6 -4 11 13 19 -7 -11 -1 15 14 -3 17 20 -13 -19 21 -17 -6
right_child=1 2 5 -5 8 9 -8 -9 -10 10 -12 12 -14 -15 -16 16 -18 18 -20 -21 -22 -23
leaf_value=0.0020726987499319117 0.0017879977300560243 0.0010306903014613176 5.1282656746848461e-05 0.0016655239387048523 0.0013385529689787193 0.00026984394928907462 0.0012684744474002749 0.001159835292816648 0.0011198786076087211 0.00051368434491924641 0.0011065160991799762 0.0020444724031394787 0.0014231949970863081 0.00046779002260923631 0.00050289528197310681 0.0016345672253050461 0.0012595336771053173 0.0017785651606401645 0.0014569628627769879 0.0017511804909903482 0.0019628842271791199 0.0015954499354430593
leaf_weight=82 83 97 77 52 82 53 59 97 80 73 68 70 65 58 57 86 63 1436 54 86 52 54
leaf_count=82 83 97 77 52 82 53 59 97 80 73 68 70 65 58 57 86 63 1436 54 86 52 54
internal_value=0 0.00088755 0.00076924 0.000983452 0.00170632 0.000483757 0.00174651 0.000868555 0.00144441 0.000655228 0.000799839 0.00176128 0.00174727 0.000735114 0.000835566 0.00175922 0.00160231 0.00177941 0.00176693 0.00156121 0.00175854 0.00144082
internal_weight=0 715 632 361 2269 271 1967 309 302 194 141 1908 1826 212 154 1761 201 1560 1490 222 138 136
internal_count=2984 715 632 361 2269 271 1967 309 302 194 141 1908 1826 212 154 1761 201 1560 1490 222 138 136
is_linear=0
shrinkage=0.0032998


Tree=4166
num_leaves=17
num_cat=0
split_feature=13 12 148 1 1429 49 133 12 52 49 43 12 43 52 12 49
split_gain=0.785482 0.405118 0.361318 0.494909 0.336243 0.350195 0.79314 0.631067 0.275277 0.606515 0.335465 0.352487 0.287695 0.25935 0.324224 0.17253
threshold=-0.15569499999999997 -0.093719999999999984 -1.0000000180025095e-35 0.093245000000000008 -0.092119999999999994 -0.06017999999999999 0.041800000000000011 0.084565000000000015 1.0000000180025095e-35 -0.0093249999999999982 -0.14724999999999996 0.085965000000000014 -0.040494999999999996 -0.069499999999999992 -1.0000000180025095e-35 -0.095314999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 3 -3 -4 6 7 -6 9 -7 -10 -12 -11 -1 -15 -8
right_child=1 2 4 -5 5 8 15 -9 10 12 11 -13 -14 14 -16 -17
leaf_value=0.0079211091935902193 -0.0020799101831885584 0.012555603015167697 0.022476350976937148 -0.0075529955273684326 0.033316990050042336 -0.0082695342302646895 -0.0025450805006091257 0.010206762850708916 0.019692880152906073 0.0050297477432532699 0.0044675632571491561 0.011746616924768281 0.010298242251218299 0.0040747961769216183 -0.012059205020697969 0.011077983560295943
leaf_weight=52 97 59 55 84 80 71 53 58 103 574 272 620 605 57 92 52
leaf_count=52 97 59 55 84 80 71 53 58 103 574 272 620 605 57 92 52
internal_value=0 0.00858969 0.00897567 0.000730996 0.00943858 0.00914965 0.0152276 0.023617 0.00849096 0.0068243 0.010583 0.00952901 0.00773478 -0.00229698 -0.00587508 0.00418447
internal_weight=0 2783 2686 143 2543 2488 243 138 2245 1250 995 892 1179 201 149 105
internal_count=2984 2783 2686 143 2543 2488 243 138 2245 1250 995 892 1179 201 149 105
is_linear=0
shrinkage=0.16829


Tree=4167
num_leaves=21
num_cat=0
split_feature=15 2 151 148 1456 1453 2 133 133 49 133 2 151 13 151 13 2 49 483 13
split_gain=0.72417 0.483873 0.578113 0.589539 0.450806 0.310557 0.441398 0.326151 1.44811 0.510639 0.308545 0.510898 0.275604 0.264935 0.403153 0.629292 0.332757 0.216996 0.15656 0.13714
threshold=-0.42443999999999993 0.11523000000000001 -0.083274999999999988 -1.0000000180025095e-35 -0.23978499999999997 -0.040249999999999987 0.084855000000000014 0.041800000000000011 0.083645000000000011 -0.085999999999999979 0.087045000000000025 0.084725000000000009 -0.092954999999999982 -0.15569499999999997 -0.068254999999999996 0.0044550000000000006 0.13554000000000002 -0.0093249999999999982 0.084885000000000016 -0.013424999999999998
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 2 10 -4 -5 6 -6 9 -9 -7 11 -2 -13 -3 -15 16 -16 -12 19 -1
right_child=1 13 3 4 5 7 -8 8 -10 -11 17 12 -14 14 15 -17 -18 -19 -20 -21
leaf_value=-0.0067724714878726836 0.033351415604404286 -0.0065738487685533991 -0.01031737387376613 0.022389164210269322 -0.012884620593687278 0.025009915161786942 0.0085513347928670262 -0.021879574459518113 0.006867606780463496 0.0084157782373531637 0.00037968292490522495 0.021360328477468715 0.0059903027735294543 -0.0084190771856791809 0.020911612870848802 -0.0052527479889940762 0.0042114642087000059 0.014935118712151108 -0.012112281316617752 0.0053315209531524894
leaf_weight=54 52 89 54 56 52 55 57 54 610 1226 55 66 67 58 82 73 58 62 52 52
leaf_count=54 52 89 54 56 52 55 57 54 610 1226 55 66 67 58 82 73 58 62 52 52
internal_value=0 0.00715448 0.00799601 0.00703184 0.0074767 0.00706926 -0.00165851 0.0075593 0.00452703 0.00912965 0.0148988 0.0191838 0.013631 0.00138498 0.0040054 0.00739703 0.0140058 0.00810818 -0.00454629 -0.000817715
internal_weight=0 2826 2466 2164 2110 2054 109 1945 664 1281 302 185 133 360 271 213 140 117 158 106
internal_count=2984 2826 2466 2164 2110 2054 109 1945 664 1281 302 185 133 360 271 213 140 117 158 106
is_linear=0
shrinkage=0.16829


Tree=4168
num_leaves=21
num_cat=0
split_feature=4 2 124 3 3 2 39 0 4 0 2 0 15 15 4 16 51 2 0 4
split_gain=31.6178 12.195 5.56367 4.32463 2.6641 1.67101 1.64981 1.2113 1.52309 1.43036 0.931177 0.766066 0.930914 0.747809 0.692971 0.611412 1.57321 0.566436 0.534181 0.316757
threshold=0.31392000000000003 0.13388500000000003 -0.048219999999999992 0.10402500000000002 0.31966500000000003 0.10121500000000001 0.08955500000000001 -0.076384999999999995 -0.17568999999999999 -0.052874999999999998 0.14870000000000003 -0.14920999999999998 -1.0000000180025095e-35 0.098550000000000013 0.046185000000000004 -0.10064999999999998 -1.0000000180025095e-35 -0.007134999999999999 -0.10147999999999999 -0.014099999999999998
decision_type=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 5 6 7 18 11 -9 -10 -3 12 -4 15 -13 -7 -17 -1 -2 -5
right_child=4 10 3 19 -6 13 -8 8 9 -11 -12 14 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.00071550747550035339 0.00097299894436388948 0.00087840829519462375 0.0017514171333632229 0.0011891705210832892 -0.00020838443822769785 0.0017190219946298302 0.0002746261082619679 0.0019717202968286291 0.0015577190740398922 0.00096715929369655697 0.0002987551368056832 0.0017674899803110074 0.0023180169627839138 0.0017865240558432769 0.0015210410305856869 0.0015343914352793462 0.00096533344433422249 0.0011463418673354191 0.0005977739305286704 0.00082465831945610006
leaf_weight=52 94 54 70 52 52 54 102 77 246 55 69 1286 59 69 140 145 84 95 75 54
leaf_count=52 94 54 70 52 52 54 102 77 246 55 69 1286 59 69 140 145 84 95 75 54
internal_value=0 0.00156869 0.00161787 0.0016562 0.000475251 0.00168645 0.000606558 0.00172464 0.00155631 0.00144993 0.000553523 0.00176553 0.00201083 0.00147664 0.00174332 0.00140096 0.00132581 0.000994178 0.000806687 0.00100381
internal_weight=0 2661 2538 2391 323 2285 271 1933 378 301 123 1555 129 352 1426 283 229 147 169 106
internal_count=2984 2661 2538 2391 323 2285 271 1933 378 301 123 1555 129 352 1426 283 229 147 169 106
is_linear=0
shrinkage=0.0032998


Tree=4169
num_leaves=28
num_cat=0
split_feature=4 39 4 4 16 51 4 160 151 52 42 42 42 42 2 1211 51 16 4 4 16 1 16 2 52 457 16
split_gain=0.602358 0.565025 0.497654 0.342969 0.585212 0.811069 0.548504 0.377373 0.325255 0.344379 0.321122 0.68324 0.342556 0.308758 0.332475 0.298341 0.290258 0.268135 0.225737 0.720013 0.305829 0.27678 0.626943 0.206142 0.139419 0.41104 0.0618818
threshold=0.028075000000000006 0.091635000000000008 -0.51843499999999987 0.067120000000000013 -0.055004999999999991 -0.44595999999999997 0.10055500000000002 0.011825000000000002 -0.064619999999999983 -0.015539999999999998 0.085790000000000019 0.086700000000000013 0.088485000000000022 0.084645000000000012 0.10393500000000001 1.0000000180025095e-35 1.0000000180025095e-35 -0.086909999999999987 0.26546000000000003 0.40996000000000005 -0.35377499999999995 0.11392000000000001 -0.4193599999999999 0.084915000000000004 -0.090304999999999983 0.084010000000000015 0.11160500000000002
decision_type=2 2 2 2 2 2 2 2 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 18 9 24 13 -12 23 14 15 -10 -16 -14 20 -20 -8 -21 -23 -13 26 -26 -4
right_child=3 -3 8 6 5 -7 7 -9 10 -11 11 12 17 -15 16 -17 -18 -19 19 21 -22 22 -24 -25 25 -27 -28
leaf_value=0.024183802434950063 0.0081343357822315585 -0.0084519774460011798 0.017659121529216407 0.020079790140360702 0.0024997800025369425 -0.026646179391686998 0.015437749159104262 0.013816005618179224 0.0083525235040189869 0.02108481882228418 0.026968855268255224 -0.0075580843952164946 0.018200146871891355 -0.0058963837952210529 -0.0051688592521305469 -0.004068468008112708 0.008625501659497329 0.008233364749613557 -0.018810721104348532 0.011350803452726786 -0.0016816849692899349 -0.0091071154175835587 0.0097282295671790621 0.0071547086198172297 -0.0041117187012378598 0.014407877957706233 0.0095183622550846832
leaf_weight=55 68 58 57 57 55 53 61 74 731 99 60 56 92 67 125 59 66 465 56 69 57 116 88 52 64 72 52
leaf_count=55 68 58 57 57 55 53 61 74 731 99 60 56 92 67 125 59 66 465 56 69 57 116 88 52 64 72 52
internal_value=0 0.00792549 0.00836365 0.00241938 -0.00407973 -0.0117867 0.00440145 0.00268272 0.0079518 0.012694 0.00703069 0.00975648 0.00820078 0.0051433 0.00589912 0.00742261 -0.000392815 0.00988281 0.000835602 -0.00142474 0.00715297 0.00213503 -0.000973258 -0.000457512 0.00929608 0.00567956 0.0137919
internal_weight=0 2230 2172 754 176 108 578 521 2117 344 1773 725 665 1048 981 790 191 557 447 329 118 273 204 108 245 136 109
internal_count=2984 2230 2172 754 176 108 578 521 2117 344 1773 725 665 1048 981 790 191 557 447 329 118 273 204 108 245 136 109
is_linear=0
shrinkage=0.16829


Tree=4170
num_leaves=26
num_cat=0
split_feature=1 1 12 2 3 2 2 15 2 150 160 2 1 16 11 130 15 150 13 16 3 2 16 16 3
split_gain=42.1749 6.94408 6.68099 3.40511 2.23122 1.9524 3.79168 1.38597 1.22405 1.49527 1.09905 0.992276 0.747547 1.6748 1.50829 0.714495 0.661686 0.641105 0.570213 0.560669 0.515948 0.509609 0.453698 0.436237 0.223995
threshold=0.10331000000000003 0.12381000000000002 0.089585000000000012 0.13154000000000002 0.10402500000000002 0.14132000000000003 -0.007134999999999999 -0.042209999999999991 0.090485000000000024 0.083435000000000023 -0.53420999999999996 0.10472500000000001 0.090795000000000015 -0.077509999999999982 1.0000000180025095e-35 0.10357000000000001 -0.24511999999999998 0.088985000000000009 -0.09219999999999999 0.026395000000000005 1.0000000180025095e-35 0.10179000000000001 -0.069169999999999995 -0.010504999999999999 -0.07385499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 8 6 -3 -4 10 15 -1 -2 14 -14 18 19 -7 20 -12 22 -13 -21 -10 -8 -15
right_child=1 5 7 -5 -6 16 23 -9 9 -11 12 17 13 24 -16 -17 -18 -19 -20 21 -22 -23 -24 -25 -26
leaf_value=0.0021880258261201824 0.001908194225812989 0.00087661951578268883 0.0021715780000002806 0.001700206431378146 0.0019039243237362062 0.0011424621848328685 0.0016321837717498374 0.0028018582378826467 0.0025669700666645315 0.0019967481208523364 0.0029153505060896985 0.0013520708807414595 0.0020323698953630294 0.002557953593288882 0.0032133125324053211 0.0022258598314531478 0.00065184742906870331 0.0011103448640076171 0.0026350925092601478 0.0028449893142679459 0.0017764167094326401 0.0025269803745824018 0.0023284514054017769 0.0020614094645883293 0.0028209417112765802
leaf_weight=59 62 74 101 52 56 63 52 62 229 68 89 69 66 98 57 85 58 52 958 112 59 115 148 54 62
leaf_count=59 62 74 101 52 56 63 52 62 229 68 89 69 66 98 57 85 58 52 958 112 59 115 148 54 62
internal_value=0 0.00161245 0.00189474 0.00253684 0.00255658 0.0012325 0.00145072 0.00241153 0.0025736 0.00246611 0.00263215 0.0015465 0.00265183 0.00247692 0.0026876 0.00251238 0.000907583 0.00142172 0.00265895 0.00255264 0.00154794 0.00268404 0.00247343 0.00185118 0.00266008
internal_weight=0 706 405 2254 2202 301 180 163 2146 757 1389 242 1330 226 1104 689 121 180 1047 604 128 227 377 106 160
internal_count=2960 706 405 2254 2202 301 180 163 2146 757 1389 242 1330 226 1104 689 121 180 1047 604 128 227 377 106 160
is_linear=0
shrinkage=0.0032998


Tree=4171
num_leaves=30
num_cat=0
split_feature=1 12 1 1 150 4 12 160 4 14 14 48 12 12 42 160 12 12 4 1 4 12 39 12 4 4 1 4 12
split_gain=33.4848 5.47799 4.93245 2.18499 2.75049 2.16007 1.58617 1.48016 0.952513 0.83119 0.829925 0.805614 0.751288 1.04025 0.733534 0.826072 0.722323 0.988011 1.68496 0.704253 0.675097 0.666336 0.492299 0.367981 0.309665 0.237389 0.222926 0.177166 0.114667
threshold=0.10331000000000003 0.086385000000000003 0.13130500000000003 0.090740000000000015 1.0000000180025095e-35 0.25367000000000006 0.096990000000000007 -0.079389999999999974 -0.15615999999999999 -0.42227999999999993 0.064610000000000015 -0.065059999999999993 0.056995000000000011 0.083785000000000012 0.10019500000000002 -0.52850499999999989 -0.087789999999999993 -0.064689999999999984 0.056815000000000011 0.085410000000000014 -0.081724999999999978 0.12399000000000002 0.086935000000000012 0.10859000000000001 -0.072659999999999988 -0.040394999999999993 0.09636500000000002 0.41552000000000006 0.10134500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 5 6 7 25 10 -5 -2 -10 12 -11 19 -14 15 -15 27 -18 -19 22 -9 23 -1 24 -8 -3 -22 -13 -26
right_child=1 2 -4 4 -6 -7 21 20 9 11 -12 16 13 14 -16 -17 17 18 -20 -21 26 -23 -24 -25 28 -27 -28 -29 -30
leaf_value=0.0019760914759835071 0.0011953187617387267 0.0019927853397868856 0.00050645017703780258 0.0012499045338023524 0.001013993542444371 0.001061274566297994 0.0018319191437971393 0.0021567332536135487 0.001085815406725752 0.0010368969430183371 0.002247949827177314 0.00094791763114274977 0.0022466241954559761 0.0014732551232605107 0.0022109762275428972 0.0018872483056717297 9.416230059519706e-05 0.00021221813752387049 0.00096184389733492825 0.0013935239415326088 0.0018362570883215861 0.001304423716929801 0.0015662951857200824 0.0018810584671046546 0.001630172382334098 0.0017152709148676797 0.0015808519085776073 0.00067283803843525513 0.0014139481367804792
leaf_weight=88 52 63 55 57 75 54 53 58 58 52 73 52 96 56 73 1084 55 60 72 60 103 53 52 94 58 80 63 53 58
leaf_count=88 52 63 55 57 75 54 53 58 58 52 73 52 96 56 73 1084 55 60 72 60 103 53 52 94 58 80 63 53 58
internal_value=0 0.000990776 0.0013811 0.00181443 0.00157656 0.00162511 0.00185903 0.00172658 0.000774044 0.000719463 0.00190181 0.000657592 0.00188504 0.00191403 0.00188768 0.00186694 0.000589924 0.000466499 0.000621372 0.00169513 0.00184772 0.00164476 0.00182413 0.00171322 0.00161965 0.00183778 0.00173954 0.000809403 0.00152236
internal_weight=0 706 252 2254 356 197 1898 281 454 402 1582 344 1509 1309 1213 1140 292 187 132 200 224 316 140 263 169 143 166 105 116
internal_count=2960 706 252 2254 356 197 1898 281 454 402 1582 344 1509 1309 1213 1140 292 187 132 200 224 316 140 263 169 143 166 105 116
is_linear=0
shrinkage=0.0032998


Tree=4172
num_leaves=37
num_cat=0
split_feature=1 52 1 12 3 2 1 10 43 2 2 2 15 15 3 1 2 12 42 401 11 12 16 16 15 484 13 16 12 12 16 12 43 133 2 12
split_gain=35.6788 6.3301 3.81624 3.41107 3.27023 1.76649 1.66012 1.55861 1.26372 1.26347 1.29484 1.18536 0.922997 0.704862 1.09406 0.854245 0.538692 0.869146 0.627253 0.601775 0.515842 0.492418 0.507418 0.477717 0.488222 0.444565 0.422663 0.332404 0.243542 0.330433 0.243448 0.231417 0.196426 0.178244 0.165378 0.129381
threshold=0.10398500000000001 -0.40011499999999994 0.12381000000000002 0.089585000000000012 -0.074084999999999998 0.092155000000000015 0.089370000000000019 -0.063134999999999983 -0.070914999999999992 -0.026084999999999994 0.13554000000000002 0.12414000000000001 -0.024929999999999997 -0.015104999999999999 -0.14088999999999999 0.091280000000000014 0.090295000000000014 0.083785000000000012 0.079335000000000003 0.078330000000000025 0.077905000000000016 0.086535000000000015 0.4028000000000001 -0.018754999999999997 -0.097794999999999979 -0.084749999999999978 -0.012224999999999998 0.0054050000000000009 0.090400000000000022 0.10682000000000001 -0.039209999999999995 0.10061500000000002 -0.0064299999999999991 0.086100000000000024 0.086155000000000023 0.092395000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 12 13 8 11 -4 -6 -9 -11 28 26 15 20 21 17 -16 -18 25 -15 33 27 24 -10 -19 -3 30 -7 -30 -23 -5 -21 34 -1 -20
right_child=1 2 7 31 5 6 -8 9 23 10 -12 -13 -14 14 16 -17 18 19 35 32 -22 22 -24 -25 -26 -27 -28 -29 29 -31 -32 -33 -34 -35 -36 -37
leaf_value=0.0019543271539597513 0.0018882872139522609 0.00081898722368388042 0.00012642812419626717 0.0017749892033492693 0.0014364639869665823 0.0018796960785135157 0.001070814481508838 0.00028945313824883307 0.0020520088218007747 0.0012109417901527031 0.00062571883937003717 0.0011625561331515646 0.00050919006278312871 0.0020069256150579179 0.0023593987308076938 0.0014224975951628058 0.0015639139230190116 0.0021840020203602274 0.0018267631129859384 0.0020323281340424056 0.0024406315626633143 0.0017195309180864041 0.0020442809554795508 0.0021760798613572815 0.00162037639032019 0.0018711488080160666 0.0011575530619461869 0.0015162903241699149 0.0014771929466940289 0.0017931135830970661 0.001990973231451104 0.0014567190833467674 0.0023077216440466554 0.0018575469494052966 0.0022126274338699682 0.0020627882041046337
leaf_weight=56 76 72 60 52 62 72 80 55 60 70 101 52 53 52 60 52 85 56 56 67 75 137 70 81 57 550 94 65 72 77 52 52 55 58 61 55
leaf_count=56 76 72 60 52 62 72 80 55 60 70 101 52 53 52 60 52 85 56 56 67 75 137 70 81 57 550 94 65 72 77 52 52 55 58 61 55
internal_value=0 0.00098994 0.000877773 0.0011237 0.00184909 0.00164269 0.00149016 0.000599912 0.00184966 0.00072546 0.00086549 0.00161291 0.000889656 0.00192519 0.00197345 0.00182783 0.001936 0.00197491 0.00177936 0.00194318 0.00226333 0.00186999 0.00179281 0.00197886 0.00184203 0.00190012 0.00101092 0.00172337 0.00171872 0.00164069 0.0017944 0.00161619 0.00215677 0.00201269 0.0020893 0.00194403
internal_weight=0 685 609 323 2275 613 353 286 260 226 171 273 219 1662 1111 551 984 788 196 728 127 499 324 198 117 606 166 254 221 149 189 104 122 175 117 111
internal_count=2960 685 609 323 2275 613 353 286 260 226 171 273 219 1662 1111 551 984 788 196 728 127 499 324 198 117 606 166 254 221 149 189 104 122 175 117 111
is_linear=0
shrinkage=0.0032998


Tree=4173
num_leaves=23
num_cat=0
split_feature=48 15 15 0 401 43 147 4 4 12 16 12 479 12 0 484 49 482 401 16 4 16
split_gain=1.0222 0.944978 0.858604 0.823947 0.667851 0.62326 0.56124 0.500629 1.00305 0.827738 0.966375 0.721476 0.508072 0.478579 0.395042 0.379342 0.403802 0.321717 0.23043 0.215824 0.17532 0.211387
threshold=0.093225000000000016 -0.2987999999999999 -0.43091499999999999 -0.062109999999999992 0.078330000000000025 -0.08756499999999999 0.089430000000000023 -0.0062699999999999987 -0.0088849999999999988 0.08598500000000002 -0.0083599999999999976 -1.0000000180025095e-35 0.083720000000000017 0.08598500000000002 -0.14076499999999997 -0.0068949999999999992 0.10124000000000001 0.088055000000000008 0.11186000000000001 -0.43708999999999992 0.18095500000000003 0.41580500000000004
decision_type=2 2 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 5 6 -2 7 8 11 10 14 -3 -13 -6 -9 -7 -17 19 -15 -1 21 -11
right_child=3 4 -4 -5 13 15 -8 9 -10 20 -12 12 -14 18 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=0.018521083675128718 0.020896681353688659 -0.0036263262467482213 -0.018602519697744332 -0.01450213407156169 0.031698352998410173 0.012797686129327549 -0.0017113937336249445 0.0081336500218138173 -0.010172470202344078 0.0060025882295628363 0.040582651371252207 0.012477784079302742 -0.0044803090945094012 0.0090049929400095319 0.023092459823530351 -0.010125685351388431 0.0080554300222193224 -0.0042890265424655868 0.021675260614010282 0.0035399347230849767 0.018259022206019673 0.016710024568804552
leaf_weight=58 58 92 52 75 73 57 95 86 68 230 64 1229 52 83 121 93 55 55 81 52 63 68
leaf_count=58 58 92 52 75 73 57 95 86 68 230 64 1229 52 83 121 93 55 55 81 52 63 68
internal_value=0 0.01089 0.000245509 0.00105082 0.0118497 0.0054929 0.0109207 0.0115004 0.00976508 0.0154544 0.0224892 0.0107538 0.011788 0.0203404 0.0168864 0.00112599 -0.00335705 0.00619638 0.0152738 0.0114554 0.0101684 0.00845192
internal_weight=0 2622 217 338 2405 263 2168 2073 1441 632 271 1373 1281 237 207 205 148 165 164 110 361 298
internal_count=2960 2622 217 338 2405 263 2168 2073 1441 632 271 1373 1281 237 207 205 148 165 164 110 361 298
is_linear=0
shrinkage=0.16829


Tree=4174
num_leaves=33
num_cat=0
split_feature=1 3 155 3 2 2 2 2 2 43 11 3 11 3 3 2 1 1 31 43 16 16 42 16 2 16 3 2 2 133 401 43
split_gain=59.6023 13.8886 4.47788 3.80478 3.75353 2.71792 1.84962 2.16536 1.79205 2.03361 1.24727 2.15464 1.20573 0.908294 1.40284 0.894911 0.780828 0.6879 0.56724 0.531692 0.491252 0.489763 0.470643 0.40937 0.332649 0.308066 0.265616 0.208522 0.423689 0.16369 0.144045 0.126917
threshold=0.10331000000000003 -0.057749999999999989 0.10222000000000002 -0.074084999999999998 0.10523 0.14744000000000002 -1.0000000180025095e-35 0.10669500000000001 0.11183000000000003 -0.079109999999999986 1.0000000180025095e-35 -0.12711499999999995 0.084110000000000004 0.092005000000000017 0.0012800000000000001 0.08895500000000002 0.090795000000000015 0.11584000000000001 -0.067629999999999982 0.064420000000000019 -0.013819999999999997 -0.019749999999999993 0.092175000000000021 -0.0087049999999999992 0.092155000000000015 -0.0043399999999999992 0.13772500000000001 0.092935000000000004 0.091235000000000024 0.070495000000000016 0.078330000000000025 -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
left_child=3 2 4 10 17 6 18 -8 9 -5 11 -1 -12 14 20 16 25 -2 -3 27 24 26 -18 -10 -11 30 -9 28 -17 -29 -13 -27
right_child=1 5 -4 8 -6 -7 7 21 23 13 12 15 -14 -15 -16 19 22 -19 -20 -21 -22 -23 -24 -25 -26 31 -28 29 -30 -31 -32 -33
leaf_value=0.0013768104923578656 0.0018075347353793184 0.00047148263673090971 0.0022656547233825476 0.0012800584171890103 0.00063183646417841639 -2.9378621640773602e-05 0.0013362770455560172 0.00084269171060649694 0.0015003263310294521 0.0020817955498962791 0.0026138682208425787 0.002092337552740933 0.0019537623041152121 0.0015908023792859834 0.0023393083304041602 0.0019360410548813468 0.0019820586764346033 0.0013157994110291392 -1.0661822948193e-05 0.0015580453872226358 0.0015816232254041252 0.00035045673033051288 0.0015660531611390801 0.0011032704835567415 0.0017803436459920485 0.0020364275124091337 0.00053518073066155124 0.0018531489700956173 0.0016008333469217377 0.0020430132959679669 0.0022251149616207984 0.0018130656724088064
leaf_weight=65 60 53 54 77 79 97 54 70 62 78 67 608 56 100 78 137 71 66 53 52 66 64 53 54 88 64 56 79 61 164 116 58
leaf_count=65 60 53 54 77 79 97 54 70 62 78 67 608 56 100 78 137 71 66 53 52 66 64 53 54 88 64 56 79 61 164 116 58
internal_value=0 0.000811455 0.00141954 0.00191027 0.00119649 0.00045904 0.000594503 0.000752674 0.00168556 0.00177356 0.00199232 0.00196643 0.00231362 0.00186616 0.00195487 0.00199261 0.00205118 0.00155024 0.000230078 0.00187728 0.00182547 0.000586622 0.00180453 0.00131579 0.0019222 0.00208729 0.0007063 0.00191485 0.00183295 0.00198143 0.00211366 0.00193053
internal_weight=0 706 259 2254 205 447 350 244 603 487 1651 1528 123 410 310 1463 970 126 106 493 232 190 124 116 166 846 126 441 198 243 724 122
internal_count=2960 706 259 2254 205 447 350 244 603 487 1651 1528 123 410 310 1463 970 126 106 493 232 190 124 116 166 846 126 441 198 243 724 122
is_linear=0
shrinkage=0.0032998


Tree=4175
num_leaves=16
num_cat=0
split_feature=2 15 49 1456 157 0 48 48 157 12 0 15 2 133 43
split_gain=1.41442 0.631601 0.599606 0.535698 0.430551 1.36189 0.52807 0.724161 0.410535 0.52105 0.3886 0.259031 0.203312 0.111788 0.063587
threshold=0.17553000000000005 -0.23808999999999997 0.15171000000000004 0.08814000000000001 -0.063024999999999984 -0.10185499999999999 0.11521500000000003 0.10184000000000001 -0.078454999999999983 0.091625000000000012 -0.14259999999999998 -0.46483499999999994 0.12336000000000001 0.089725000000000013 -0.049999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 5 -3 7 10 9 -7 -6 14 -13 -5 -1
right_child=-2 2 -4 13 6 8 -8 -9 -10 -11 -12 12 -14 -15 -16
leaf_value=0.0033122808743062206 -0.015503991760318111 -0.018630713708013922 -0.0043214309081312735 0.0050201654872486833 0.019692745822774211 0.017499615811488765 0.026954034165901281 -0.0052556643329571984 -0.002531081216516223 -0.00024991283622074188 0.011856357827030692 -0.011183267239867062 0.0027785126114951188 -0.0055203809476383906 0.011182480945957274
leaf_weight=60 63 53 73 58 200 199 70 66 56 61 1796 57 61 56 58
leaf_count=60 63 53 73 58 200 199 70 66 56 61 1796 57 61 56 58
internal_value=0 0.00997141 0.0107044 0.0111246 0.0116388 0.00632147 0.0125583 0.0120687 0.0105122 0.0133284 0.0126425 0.00161509 -0.00395051 -0.000141887 0.00719591
internal_weight=0 2924 2688 2615 2501 369 2132 2062 316 260 1996 236 118 114 118
internal_count=2987 2924 2688 2615 2501 369 2132 2062 316 260 1996 236 118 114 118
is_linear=0
shrinkage=0.16829


Tree=4176
num_leaves=28
num_cat=0
split_feature=15 12 13 12 16 12 43 43 51 15 14 16 16 14 16 12 159 12 157 12 15 16 15 15 43 50 13
split_gain=70.762 33.7233 14.9192 12.0714 4.9101 3.95639 3.10924 3.36427 2.0171 1.88457 1.60722 1.31633 1.09126 1.06759 0.846415 0.825142 0.844386 0.782608 0.756584 0.508073 0.427824 0.419427 0.404589 0.397597 0.389296 0.232214 0.15232
threshold=-0.26361999999999991 0.056995000000000011 -0.27740999999999993 0.13642500000000005 -0.5152199999999999 0.093125000000000013 -0.031974999999999996 -0.095049999999999982 0.08845500000000002 -0.41956999999999994 0.073890000000000011 -0.25397999999999993 -0.066539999999999988 -0.10523499999999998 -0.49353499999999995 0.086730000000000015 0.087930000000000022 -0.089399999999999993 0.00069000000000000008 -1.0000000180025095e-35 -0.028079999999999997 0.062910000000000008 -0.0039399999999999991 0.084495000000000015 -0.065749999999999989 0.10114000000000002 0.05889500000000001
decision_type=2 2 2 2 2 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 -4 10 7 -6 19 13 15 -7 25 -1 -15 21 20 -9 24 -8 -17 23 -21 -3 -14 26 -13
right_child=1 3 4 -5 6 11 8 17 -10 -11 -12 12 18 14 -16 16 -18 -19 -20 22 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00057851486269957294 -7.4266338511642857e-06 0.0022947260619368094 0.00073705956882235725 0.00075469885457052127 0.001907463741603505 0.0015313479340662202 0.0017933688355186779 0.0012599343061550777 0.0013243738491536406 -0.00043994049904519134 0.0028465884272350995 0.0022339934807642067 0.002012987619241353 0.00036590240576187363 -0.00020066912621352775 0.002140301257453439 0.0018227729370758859 0.00072857236718248215 0.0022778167199278177 0.0019097130721983035 0.0023174276148592086 0.0026753329787628701 0.0022846978301129211 0.0024904539455955798 0.0017832710203935962 0.0020530186466785586 0.0024543857485548395
leaf_weight=74 82 321 78 63 66 56 76 58 60 52 62 128 155 55 60 230 53 64 67 54 462 55 81 185 178 59 53
leaf_count=74 82 321 78 63 66 56 76 58 60 52 62 128 155 55 60 230 53 64 67 54 462 55 81 185 178 59 53
internal_value=0 0.00198113 0.00130312 0.00217842 0.00150331 0.00222186 0.00163345 0.00130674 0.00185996 0.00011611 0.00232508 0.00201893 0.00206154 0.000269284 6.99935e-05 0.0023003 0.00222765 0.000981476 0.0019553 0.00201209 0.00225861 0.00239671 0.00213496 0.00236636 0.0018903 0.00223847 0.00229872
internal_weight=0 2746 619 2127 537 2064 459 188 271 241 1368 696 640 189 115 1306 745 122 400 211 692 561 135 506 333 240 181
internal_count=2987 2746 619 2127 537 2064 459 188 271 241 1368 696 640 189 115 1306 745 122 400 211 692 561 135 506 333 240 181
is_linear=0
shrinkage=0.0032998


Tree=4177
num_leaves=32
num_cat=0
split_feature=1 2 12 2 2 2 12 132 15 12 14 457 2 1 1 2 484 2 1 12 2 12 12 133 2 2 15 2 133 133 15
split_gain=45.675 7.52691 6.45998 3.12202 1.91728 1.67988 1.41468 1.28559 1.18236 1.16166 0.886458 0.860809 0.745458 0.683464 0.597705 0.582667 0.851771 0.641298 1.0423 0.601748 0.581893 0.549541 0.49971 0.389587 0.75838 0.569796 0.328509 0.233159 0.225651 0.160268 0.0153518
threshold=0.10575500000000002 0.13881000000000002 0.087605000000000002 0.095850000000000005 0.17553000000000005 -0.013084999999999998 -1.0000000180025095e-35 0.090285000000000018 -0.18498499999999998 0.10595000000000002 0.064610000000000015 0.079020000000000021 0.11366500000000002 0.12765500000000005 0.11392000000000001 0.08895500000000002 -0.0048899999999999994 0.076510000000000009 0.087480000000000016 0.085785000000000014 0.10859000000000001 0.087035000000000015 0.089275000000000007 0.0089800000000000019 0.084450000000000011 0.085155000000000022 -0.069814999999999988 0.10406500000000002 0.086750000000000008 0.093130000000000004 -0.029529999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 5 -3 -1 -5 12 13 14 15 20 21 -2 -4 17 -17 18 -7 -18 -10 -8 -20 25 -25 -19 -14 28 -23 -21 -29
right_child=1 4 9 6 -6 10 7 -9 11 -11 -12 -13 26 -15 -16 16 19 23 22 29 -22 27 -24 24 -26 -27 -28 30 -30 -31 -32
leaf_value=0.0015964139044565529 0.00093651052320418244 0.00067642066149697303 0.0021553086450103709 0.001434815550931805 -9.1916426465147707e-05 0.001617844824401341 0.0022424044430883103 0.0013961175415573264 0.0015182857090010342 0.0013301334415223762 0.0024469844918553539 0.00076642360945939855 0.0019288378166359629 0.0004704780164467117 0.0016885428568054219 0.002296717246618393 0.0016031492770864609 0.0023809837018596673 0.0022924621748349797 0.0019101404953597403 0.0010538778166666084 0.0017090547250178244 0.0020102561588579825 0.0017608007017944627 0.0021733830425452942 0.0021386264238541859 0.0015928072916714163 0.0020031573304362445 0.0019849283207685636 0.0020844522301773321 0.0021127351380390296
leaf_weight=73 68 88 54 92 59 60 91 54 55 60 82 55 55 70 70 77 59 204 99 166 65 69 241 60 279 231 81 52 67 99 52
leaf_count=73 68 88 54 92 59 60 91 54 55 60 82 55 55 70 70 77 59 204 99 166 65 69 241 60 279 231 81 52 67 99 52
internal_value=0 0.0010241 0.00121814 0.00201646 0.000367801 0.0020883 0.00181367 0.0018805 0.000929451 0.00170904 0.00210995 0.00110989 0.00193643 0.000700373 0.0018921 0.00209238 0.0019825 0.00212987 0.00202142 0.00190772 0.00126703 0.00202157 0.00209253 0.00218588 0.00210046 0.00225236 0.00172896 0.0019377 0.00184522 0.00197539 0.00205829
internal_weight=0 644 497 2343 147 1730 613 521 313 184 1657 175 467 138 124 1575 401 1174 400 324 120 331 340 774 339 435 136 240 136 265 104
internal_count=2987 644 497 2343 147 1730 613 521 313 184 1657 175 467 138 124 1575 401 1174 400 324 120 331 340 774 339 435 136 240 136 265 104
is_linear=0
shrinkage=0.0032998


Tree=4178
num_leaves=23
num_cat=0
split_feature=2 12 2 12 2 2 147 14 12 12 16 403 13 13 2 34 40 13 16 1209 43 133
split_gain=17.0841 8.34059 4.80787 2.04452 1.93738 1.88339 1.86178 1.15695 0.928775 1.10669 1.00583 0.621085 0.673598 0.581119 0.551089 0.540828 0.536454 0.574477 0.53394 0.457811 0.286094 0.31669
threshold=0.11523000000000001 -1.0000000180025095e-35 0.17553000000000005 0.090125000000000025 -1.0000000180025095e-35 0.093320000000000014 0.088035000000000016 0.064610000000000015 0.056995000000000011 0.099680000000000005 0.16094000000000003 -0.088579999999999978 -0.10939499999999998 -0.010424999999999999 0.091465000000000005 -0.081104999999999997 -0.062739999999999976 -1.0000000180025095e-35 0.39813000000000004 1.0000000180025095e-35 -0.073404999999999984 -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 4 3 16 15 -6 7 8 10 11 14 19 -13 -7 -3 -1 -2 -18 -5 -10 -11 -22
right_child=2 6 -4 18 5 13 -8 -9 9 20 -12 12 -14 -15 -16 -17 17 -19 -20 -21 21 -23
leaf_value=0.00074412745266250722 0.00088009139211565814 0.00084100183912098946 -0.00019761659965504051 0.00093631155629355224 0.0015408700389851445 0.0010537152168748599 0.00093623894505071535 0.0017889304291106142 0.0014170319153801083 0.0013933031935976213 0.0015343849233349918 0.0018454713811176789 0.0014878519176400231 0.00056279674828310828 0.0012766010439306062 0.0003219353266434159 0.00031081153716081851 0.00068892057325828371 0.0013468862378656283 0.0011214684203325902 0.0013406961926254487 0.0010450127642670703
leaf_weight=66 53 73 63 99 59 52 85 97 206 90 66 61 1258 54 57 67 88 88 54 81 66 104
leaf_count=66 53 73 63 99 59 52 85 97 206 90 66 61 1258 54 57 67 88 88 54 81 66 104
internal_value=0 0.00134755 0.000646525 0.000785835 0.000828586 0.00106767 0.00141646 0.00143535 0.0014187 0.00144149 0.00120153 0.00147394 0.00150442 0.000803957 0.00103227 0.000531709 0.000588174 0.000500066 0.00108145 0.00133374 0.0012409 0.00116001
internal_weight=0 2542 445 382 298 165 2244 2159 2062 1866 196 1606 1319 106 130 133 229 176 153 287 260 170
internal_count=2987 2542 445 382 298 165 2244 2159 2062 1866 196 1606 1319 106 130 133 229 176 153 287 260 170
is_linear=0
shrinkage=0.0032998


Tree=4179
num_leaves=18
num_cat=0
split_feature=2 15 13 52 15 474 13 3 2 3 15 16 159 13 403 403 42
split_gain=1.43048 0.923899 0.68657 0.594797 0.579911 0.359572 0.370285 0.622895 0.532064 0.428901 0.837549 0.389174 0.372206 0.341242 0.354715 0.475074 0.298776
threshold=0.14870000000000003 -0.23808999999999997 -0.11210999999999999 0.056265000000000009 -0.46645999999999993 -0.10063999999999999 -0.077504999999999977 0.110335 -0.0098549999999999974 -0.015474999999999997 -0.0039399999999999991 -0.041434999999999993 0.088450000000000015 -0.079854999999999995 -0.086284999999999987 -0.0064299999999999991 0.084425000000000014
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 -1 -3 12 8 -8 11 -11 -10 13 14 -7 -16 -14
right_child=2 5 -4 -5 -6 6 7 -9 9 10 -12 -13 16 -15 15 -17 -18
leaf_value=0.0067552571959028406 0.008028431768796267 0.025580553516919902 -0.01692952414089343 0.014515734064925392 -0.01464477873554009 0.0046590374280123257 -0.0012019393092169769 -0.0056299103718493344 0.01368743820863081 0.011154395392066854 0.032421050315592718 0.0073935487502014181 -0.0020695173932323853 0.027699896026854059 0.027980073263751067 0.014948357193932504 0.014501347536273303
leaf_weight=67 55 63 72 67 77 80 85 61 706 138 85 462 60 69 90 687 63
leaf_count=67 55 63 72 67 77 80 85 61 706 138 85 462 60 69 90 687 63
internal_value=0 0.0121369 -0.00610681 0.00140999 -0.00467534 0.0129906 0.0126832 0.0110153 0.0117044 0.0124943 0.0192686 0.0111994 0.0151254 0.016282 0.0153606 0.0164601 0.00640339
internal_weight=0 2860 127 211 144 2649 2586 1537 1476 1391 223 1168 1049 926 857 777 123
internal_count=2987 2860 127 211 144 2649 2586 1537 1476 1391 223 1168 1049 926 857 777 123
is_linear=0
shrinkage=0.16829


Tree=4180
num_leaves=11
num_cat=0
split_feature=3 160 3 14 4 16 149 1375 13 159
split_gain=0.919264 0.486214 0.451081 0.417491 0.512462 0.504511 0.40986 0.40235 0.325753 0.165786
threshold=0.28833000000000003 -0.53327999999999987 0.12955000000000003 -0.24168999999999999 0.31392000000000003 -0.53242499999999993 0.078320000000000015 -0.095554999999999987 -0.0015099999999999998 0.086140000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 7 -5 -9 -2
right_child=9 2 -4 4 5 -7 -8 8 -10 -11
leaf_value=-0.0016081210919406889 -0.0094454903094868415 0.022525104061201253 0.024537788842557424 -0.0025476641792640808 0.011166932764113216 -0.0065617138166829897 -0.0039329581723763236 0.010197844769803958 0.014623726428890239 0.0027442219437912034
leaf_weight=91 72 80 67 59 84 99 52 1604 671 56
leaf_count=91 72 80 67 59 84 99 52 1604 671 56
internal_value=0 0.0104749 0.0108804 0.0105343 0.0101602 0.00156621 0.0108186 0.0111481 0.011504 -0.00409846
internal_weight=0 2807 2716 2649 2569 183 2386 2334 2275 128
internal_count=2935 2807 2716 2649 2569 183 2386 2334 2275 128
is_linear=0
shrinkage=0.16829


Tree=4181
num_leaves=36
num_cat=0
split_feature=1 3 2 2 2 39 2 2 0 0 2 403 3 0 39 43 0 15 0 2 12 133 2 12 12 4 4 42 4 0 51 12 43 3 0
split_gain=30.6717 6.84736 3.31805 3.08546 2.7867 2.02899 1.73574 1.30003 1.21274 1.05597 0.854761 1.25121 0.770743 0.769338 0.686695 0.620044 0.624373 0.580763 0.512472 0.449156 0.40662 0.381469 0.598673 0.630274 0.540945 0.450485 0.374997 0.480765 0.361104 0.278982 0.237936 0.31642 0.261946 0.192434 0.154232
threshold=0.10575500000000002 -0.049204999999999992 0.14808000000000002 0.11426500000000002 0.094985000000000014 0.0039300000000000003 -1.0000000180025095e-35 0.10979000000000001 -0.079249999999999987 -0.15445999999999996 0.11366500000000002 -0.081424999999999984 -0.13827999999999999 -0.066574999999999981 0.088025000000000006 -0.081694999999999976 -0.073104999999999989 -0.065419999999999992 -0.071379999999999985 0.12623500000000001 0.092085000000000014 0.083645000000000011 0.087815000000000018 0.080635000000000012 0.08401500000000002 -0.076689999999999994 0.0051950000000000008 1.0000000180025095e-35 -0.085594999999999991 -0.076384999999999995 -0.011859999999999997 0.086655000000000024 -0.082439999999999986 -0.080734999999999987 -0.09008999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 13 8 9 -3 -8 21 -6 11 -11 -13 -2 19 16 -10 -12 29 -9 -14 22 23 -1 -25 -26 27 -24 -23 -17 32 34 -30 -33 -32
right_child=1 2 -4 -5 5 -7 7 14 15 10 17 12 20 -15 -16 18 -18 -19 -20 -21 -22 28 26 24 25 -27 -28 -29 30 -31 31 33 -34 -35 -36
leaf_value=0.0021343611823106544 0.0019874591178009578 0.00046472736002781421 0.00010257516237234964 0.00082112806902728873 0.0011967061421626704 0.0010791021328818711 0.0014543733291803001 0.00078761190420938631 0.0016932646223106922 0.0013123825121576916 0.0017403520907232786 0.0022078354877388593 0.0019466816412625275 0.0014906716610341431 0.00053926093473096977 0.001778749367084297 0.0012028535093834369 0.0013079157216034712 0.0019490490280675418 0.0012066923103564461 0.0016780202187272248 0.0022162015891510852 0.0019026148492507233 0.0015254774581503323 0.0019507557502095234 0.0017479868790845744 0.0014389551423401694 0.0015225694746683919 0.0021521323722165165 0.0014708336605359109 0.0018761939293673114 0.001852239771901193 0.0018526190103582522 0.0021389635318831918 0.0016315102158188193
leaf_weight=99 55 96 86 67 52 78 52 56 60 55 56 56 101 92 52 67 55 89 93 57 168 55 103 53 345 190 52 58 85 66 54 57 55 52 68
leaf_count=99 55 96 86 67 52 78 52 56 60 55 56 56 101 92 52 67 55 89 93 57 168 55 103 53 345 190 52 58 85 66 54 57 55 52 68
internal_value=0 0.000932694 0.000677113 0.00140906 0.00176268 0.00157993 0.000834861 0.000998444 0.00183447 0.00164757 0.00169216 0.00177486 0.00185302 0.00167678 0.000854544 0.00165808 0.00145903 0.00147517 0.00175922 0.000999318 0.00177902 0.0018798 0.00184066 0.00188848 0.00184702 0.00187881 0.00168627 0.00176592 0.00196241 0.00162621 0.0019247 0.00185786 0.00203472 0.00198935 0.0017401
internal_weight=0 613 399 214 2322 655 313 217 1667 577 525 380 325 147 165 341 115 145 226 113 269 1326 900 687 588 535 213 161 426 133 371 231 140 109 122
internal_count=2935 613 399 214 2322 655 313 217 1667 577 525 380 325 147 165 341 115 145 226 113 269 1326 900 687 588 535 213 161 426 133 371 231 140 109 122
is_linear=0
shrinkage=0.0032998


Tree=4182
num_leaves=15
num_cat=0
split_feature=3 151 160 15 15 42 48 1213 12 14 3 3 15 3
split_gain=0.73767 0.34448 0.439396 0.496215 0.38558 0.424767 0.469309 0.459572 0.332134 0.301782 0.205783 0.145688 0.0666256 0.0106844
threshold=0.28833000000000003 0.11265500000000002 -0.53327999999999987 -0.42075999999999997 0.120215 0.098395000000000024 -0.084204999999999988 -0.080279999999999976 0.093910000000000007 -0.42227999999999993 -0.078384999999999996 -0.072274999999999992 -0.24511999999999998 -0.062324999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 5 6 -5 -8 10 -4 -7 -10 -2 -6
right_child=12 -3 3 4 13 8 7 -9 11 -11 -12 -13 -14 -15
leaf_value=-0.0019605733087501216 0.0012572240171744053 0.02337709997869504 0.0094703024683223704 -0.0046548750668646763 0.022070542448694403 0.016336615154728423 0.0046446504751310813 0.012300847679093223 -0.0047147777587215412 -0.0071650900837014033 0.0029164622694987118 0.0051119054646014232 -0.0064755609269501252 0.018423138300800303
leaf_weight=89 55 53 53 53 54 76 254 1810 101 74 57 74 73 59
leaf_count=89 55 53 53 53 54 76 254 1810 101 74 57 74 73 59
internal_value=0 0.00991437 0.00965463 0.0100432 0.0105569 0.0101077 0.0109578 0.0113595 0.00425879 -0.000208614 0.0105986 -0.000549228 -0.00313884 0.020182
internal_weight=0 2807 2754 2665 2538 2425 2117 2064 308 127 133 175 128 113
internal_count=2935 2807 2754 2665 2538 2425 2117 2064 308 127 133 175 128 113
is_linear=0
shrinkage=0.16829


Tree=4183
num_leaves=27
num_cat=0
split_feature=4 123 1 1 52 1 0 52 50 0 4 1 1 0 0 16 42 42 16 4 4 4 159 51 16 52
split_gain=27.4899 5.63195 2.94311 2.17336 1.91736 1.10564 0.854365 1.12081 0.762561 0.671633 1.30987 1.4768 1.14964 0.759798 0.739083 0.66345 0.636207 0.635604 0.595522 0.521057 0.383817 0.336298 0.280393 0.321372 0.143753 0.070348
threshold=0.31392000000000003 0.080635000000000012 0.10575500000000002 0.12895500000000001 -0.24841999999999997 0.10257000000000001 -0.12851999999999997 -0.011964999999999998 0.082725000000000007 -0.06952499999999999 -0.22295999999999996 0.08654000000000002 0.083670000000000008 -0.10298499999999998 -0.14680499999999999 0.0030150000000000008 0.086555000000000007 0.11195000000000001 -0.50472499999999987 -0.086279999999999982 -0.050244999999999991 0.51395000000000002 -0.41771999999999992 0.10446500000000002 -0.54364499999999982 0.024870000000000003
decision_type=2 2 2 2 2 2 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 18 -4 -3 -6 -8 9 12 11 -11 14 -14 -1 -16 -12 19 24 -10 -15 -5 -21 -24 -2 -18
right_child=3 5 4 21 6 -7 7 -9 17 10 16 -13 13 20 15 -17 25 -19 -20 22 -22 -23 23 -25 -26 -27
leaf_value=0.002064897224162148 0.00078214334703016807 0.0012337750824429998 0.0017487314523511608 0.00041160902580427886 0.00077080696304984112 0.00065588369748064779 0.00087642965426982502 0.0014774762278193048 0.0021191683212257633 0.0013754702069298866 0.0011109946765063452 0.0020591720122791314 0.0012127696491634472 0.0013497050245532272 0.0017146364544191322 0.0014841518431250266 0.001579165680924508 0.0014734109812395777 0.0010610651710686544 0.0019916215739270229 0.001691790499669664 0.00010027275687370343 0.0017928826107161174 0.0015236673003003564 0.00053435415548020414 0.0013995431425515164
leaf_weight=58 52 72 73 83 55 73 54 92 57 66 91 73 92 53 909 163 53 67 65 56 119 70 216 65 53 55
leaf_count=58 52 72 73 83 55 73 54 92 57 66 91 73 92 53 909 163 53 67 65 56 119 70 216 65 53 55
internal_value=0 0.00157569 0.00161285 0.000555062 0.00128983 0.00094308 0.00112298 0.00125541 0.0016532 0.00162121 0.0014882 0.00173479 0.00165344 0.00145645 0.00169943 0.00167962 0.00131579 0.00177328 0.000811952 0.00182419 0.00158659 0.000269398 0.00177419 0.00173073 0.000657404 0.00148802
internal_weight=0 2612 2467 323 274 145 201 146 2193 1732 338 139 1394 264 1130 1072 199 461 170 394 172 153 337 281 105 108
internal_count=2935 2612 2467 323 274 145 201 146 2193 1732 338 139 1394 264 1130 1072 199 461 170 394 172 153 337 281 105 108
is_linear=0
shrinkage=0.0032998


Tree=4184
num_leaves=33
num_cat=0
split_feature=3 3 43 147 12 12 16 43 124 16 16 47 43 3 16 14 133 133 150 16 12 3 133 12 42 3 16 51 16 43 3 16
split_gain=37.8843 13.1623 12.3762 4.06996 3.37954 4.06957 3.64942 1.87387 2.48493 1.1814 1.05585 0.932269 0.876114 1.24623 1.11884 0.788333 0.596484 1.25482 0.67721 0.580728 0.574743 0.55401 0.327985 0.304975 0.275785 0.237447 0.18397 0.285727 0.178627 0.349619 0.225444 0.163332
threshold=-0.049204999999999992 0.28833000000000003 -0.043004999999999995 0.087170000000000011 1.0000000180025095e-35 0.093125000000000013 -0.26194999999999996 -0.116045 -0.084644999999999984 0.0030150000000000008 -0.13800499999999996 0.10113500000000002 0.0049250000000000014 0.088880000000000015 -0.072034999999999988 0.073890000000000011 0.083000000000000018 0.0049900000000000005 0.082085000000000019 -0.082194999999999976 0.10134500000000002 -0.10859999999999999 0.085475000000000009 0.08401500000000002 0.0069650000000000016 -0.081534999999999982 0.31625000000000009 -0.21194499999999997 -0.075724999999999987 -0.03898999999999999 -0.077604999999999993 -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 2 2 2 2 2 2 2 2 2
left_child=4 2 7 11 -1 15 -7 -2 -9 21 -10 12 13 -4 -15 16 17 18 19 -6 26 -8 -18 -24 -22 -25 -11 -28 29 -23 -30 -3
right_child=1 31 3 -5 5 6 9 8 10 20 -12 -13 -14 14 -16 -17 22 -19 -20 -21 24 28 23 25 -26 -27 27 -29 30 -31 -32 -33
leaf_value=0.0015672316252302889 0.0016415879109877337 0.0003998965967278245 0.0026182489656689199 0.0011805949191416763 0.0025554624680663002 0.0014901085951026464 0.0026730640975574957 0.0013593580710243459 0.0002893557464117289 0.0020788181304822258 0.00094038381891063899 0.0017557114904740091 0.0019191015829854441 0.0017509590123994632 0.0023777296068132341 0.0028651454928520274 0.0027708165792038803 0.0018955365337332895 0.0020724881391653198 0.002361384923427932 0.0020658720593372186 0.0022171816531107278 0.0027110381533308288 0.0024164799078589053 0.0017281020782644256 0.0026248584654774373 0.0021179471886115784 0.0024710595590551514 0.0023979246916215461 0.0025534907530820506 0.0021433911146486137 0.00063809441867086108
leaf_weight=61 57 63 98 53 341 79 56 93 53 85 56 53 74 53 77 53 63 52 55 349 54 64 71 261 56 84 53 52 64 78 109 65
leaf_count=61 57 63 98 53 341 79 56 93 53 85 56 53 74 53 77 53 63 52 55 349 54 64 71 261 56 84 53 52 64 78 109 65
internal_value=0 0.00149076 0.00167679 0.00203502 0.0023345 0.002357 0.00216228 0.00111233 0.000962812 0.00224136 0.000624152 0.00216248 0.00223375 0.00233572 0.00212247 0.00246686 0.00245029 0.00239422 0.00242898 0.00245735 0.00208639 0.00236658 0.00254351 0.002509 0.00189424 0.00246732 0.00219745 0.00229316 0.00231198 0.00240216 0.00223776 0.000521132
internal_weight=0 795 667 408 2140 2079 750 259 202 671 109 355 302 228 130 1329 1276 797 745 690 300 371 479 416 110 345 190 105 315 142 173 128
internal_count=2935 795 667 408 2140 2079 750 259 202 671 109 355 302 228 130 1329 1276 797 745 690 300 371 479 416 110 345 190 105 315 142 173 128
is_linear=0
shrinkage=0.0032998


Tree=4185
num_leaves=28
num_cat=0
split_feature=3 2 2 2 2 2 12 11 3 2 13 2 3 12 49 475 457 3 49 39 13 128 49 3 11 3 483
split_gain=70.5959 16.4415 11.9391 11.1384 6.84138 4.63311 4.06049 4.42608 3.22685 2.13548 2.10915 1.99246 1.92371 1.77296 1.50972 1.24657 1.22911 1.31906 0.960252 0.85919 0.600952 0.413096 0.433643 0.526798 0.54013 0.402808 0.381028
threshold=-0.063264999999999988 0.11693000000000002 -1.0000000180025095e-35 0.11426500000000002 0.10433000000000002 0.16730000000000003 0.092735000000000026 1.0000000180025095e-35 -0.10859999999999999 0.072175000000000017 -0.012549999999999997 0.086755000000000013 0.28833000000000003 0.11232500000000002 -0.078789999999999985 -0.086299999999999988 0.08351500000000002 0.0025650000000000004 -1.0000000180025095e-35 0.055555000000000007 -0.092844999999999997 0.083625000000000019 0.082820000000000019 -0.094004999999999991 0.085990000000000011 -0.080914999999999987 -0.095084999999999989
decision_type=2 2 2 2 2 2 2 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 6 9 12 7 14 -5 -4 -2 -11 19 21 -1 -16 17 -13 -6 -3 -17 22 23 24 -8 -25 -22
right_child=1 5 4 8 18 -7 13 -9 -10 11 -12 16 -14 -15 15 20 -18 -19 -20 -21 26 -23 -24 25 -26 -27 -28
leaf_value=0.0016378043369244775 -8.2031754509709527e-05 0.00082264784228164658 0.0011162557203172896 0.00057268637892187108 0.00046749910236819288 -0.00053418169997363906 0.0022651773809701146 0.0028277237628606014 0.0015215860854005826 0.0023955874695648738 0.00072196335141538979 0.0014443957395000164 -5.8065575599798491e-05 0.0013196529025690364 0.001634618392234738 0.001885725568116915 0.0012353359108708587 0.0020774607856986144 0.0010289721630796389 0.00029662116145297778 0.0024462666842744092 0.0021543030813103992 0.0016064469910594419 0.0015804189114923225 0.0018157130717700108 0.0018780269232690145 0.0021507876643000424
leaf_weight=77 70 98 57 66 52 71 70 95 96 53 72 60 60 70 56 93 52 91 93 52 52 55 71 65 52 236 938
leaf_count=77 70 98 57 66 52 71 70 95 96 53 72 60 60 70 56 93 52 91 93 52 52 55 71 65 52 236 938
internal_value=0 0.000853156 0.00116166 0.00196678 0.00142087 0.000194298 0.00203656 0.00214071 0.00113521 0.00169548 0.00032538 0.0018243 0.000440761 0.00181592 0.00208701 0.00211735 0.00167498 0.00182615 0.000827859 0.000640527 0.00214228 0.00187913 0.00184842 0.00188895 0.00207389 0.00181388 0.00216634
internal_weight=0 881 600 2092 458 281 1930 1311 162 313 142 256 210 619 1216 1139 203 151 145 150 1083 549 494 423 122 301 990
internal_count=2973 881 600 2092 458 281 1930 1311 162 313 142 256 210 619 1216 1139 203 151 145 150 1083 549 494 423 122 301 990
is_linear=0
shrinkage=0.0032998


Tree=4186
num_leaves=17
num_cat=0
split_feature=15 4 2 52 150 132 13 11 376 12 52 1375 2 483 14 2
split_gain=1.32461 0.901344 0.699385 0.675916 0.618073 0.584818 0.516299 0.468152 0.493861 0.38211 0.397872 0.353963 0.355689 0.329611 0.207648 0.125917
threshold=-0.26361999999999991 -0.51843499999999987 0.10523 0.056265000000000009 1.0000000180025095e-35 0.020305000000000004 0.097460000000000019 0.08235000000000002 0.084125000000000019 0.10134500000000002 0.070680000000000007 -0.095554999999999987 -0.012574999999999998 -0.095689999999999983 -0.40567999999999999 0.12336000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 7 14 5 6 9 8 11 10 -4 -3 -13 -14 -1 -6
right_child=1 2 4 -5 15 -7 -8 -9 -10 -11 -12 12 13 -15 -16 -17
leaf_value=0.00062916547367489108 0.033481879260259778 8.1107326172276872e-05 0.016711327274785224 0.013240781086307432 -0.0086579076945046563 -0.0066448448851014605 0.025360797014707163 0.026838893240009983 -0.0031558697130101626 -0.00053812879329894186 0.00090771960885088169 0.0018161836253961726 0.024903877140283588 0.013767503328009148 -0.011989278842351361 0.0021341010990124478
leaf_weight=60 57 55 176 66 67 54 68 72 52 84 61 68 79 1803 95 56
leaf_count=60 57 55 176 66 67 54 68 72 52 84 61 68 79 1803 95 56
internal_value=0 0.012522 0.012078 -0.00101243 0.00681361 0.00974509 0.0120249 0.0134767 0.0130081 0.00919427 0.0126513 0.0134282 0.0138037 0.0142359 -0.00709313 -0.00372987
internal_weight=0 2752 2695 221 566 443 389 2129 2057 321 237 2005 1950 1882 155 123
internal_count=2973 2752 2695 221 566 443 389 2129 2057 321 237 2005 1950 1882 155 123
is_linear=0
shrinkage=0.16829


Tree=4187
num_leaves=25
num_cat=0
split_feature=1 3 457 132 12 10 3 3 51 3 403 12 12 3 12 3 3 131 131 157 132 3 3 3
split_gain=1.0871 0.635159 0.594178 0.497578 0.520642 0.422059 0.457992 0.450481 0.407236 0.360267 0.607801 0.54774 0.357361 0.320222 0.291121 0.275822 0.261703 0.236543 0.495236 0.229643 0.171201 0.16544 0.389511 0.162596
threshold=0.12313000000000002 -0.081224999999999978 0.095420000000000019 0.089275000000000007 0.081080000000000013 -0.16262499999999996 0.40411000000000002 0.12955000000000003 0.10446500000000002 -0.087169999999999984 -0.080214999999999995 0.087170000000000011 0.08598500000000002 -0.082474999999999979 0.08486500000000001 -0.082394999999999982 -0.080854999999999996 0.089485000000000023 0.11163000000000002 0.00069000000000000008 0.11277500000000001 0.11391500000000002 0.057935000000000007 -0.0096849999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 16 4 -1 -2 7 23 9 10 11 -6 13 -11 -12 -14 -3 19 -19 21 -5 22 -18 -7
right_child=5 2 -4 20 8 6 -8 -9 -10 12 14 -13 15 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25
leaf_value=0.028634472176277102 0.013618934262342713 -0.0029156006824087705 -0.0095833990456174432 -0.0044062135392860663 -0.013012764096715385 0.00041418650007161078 -0.016436315389443127 0.014219001325622553 0.027941736442973826 0.016943381415548492 0.0028302993293687693 0.009245713545875358 0.015234193677460635 0.030961106548469675 0.014563712132191332 0.0042574412643251631 0.0067896662449453476 0.02317727036263164 0.003721551155386717 0.016364824911732946 0.0089220660277393917 0.00033538436104815279 0.016670243613582249 -0.011595632787339563
leaf_weight=67 52 52 52 54 56 82 56 52 52 178 72 71 218 63 368 93 765 93 62 93 55 82 133 52
leaf_count=67 52 52 52 54 56 82 56 52 52 178 72 71 218 63 368 93 765 93 62 93 55 82 133 52
internal_value=0 0.010644 0.00803478 0.0132229 0.0141829 -0.000130195 -0.00309198 0.000916013 0.0133545 0.0126751 0.0096874 -0.000554902 0.0157407 0.0206152 0.0126478 0.0119575 0.00875193 0.00924745 0.0154066 0.00835606 0.00230258 0.00759422 0.00825505 -0.00423293
internal_weight=0 2679 1332 1347 1238 294 242 186 1171 1119 567 127 552 241 440 311 1280 1228 155 1073 109 980 898 134
internal_count=2973 2679 1332 1347 1238 294 242 186 1171 1119 567 127 552 241 440 311 1280 1228 155 1073 109 980 898 134
is_linear=0
shrinkage=0.16829


Tree=4188
num_leaves=15
num_cat=0
split_feature=15 16 49 14 2 11 0 16 376 43 16 12 15 2
split_gain=0.695198 0.550375 0.488697 0.471704 0.463718 0.510549 0.433663 0.391876 0.360892 0.340045 0.484501 0.403875 0.257642 0.292862
threshold=-0.26361999999999991 -0.42170999999999997 -0.22463499999999997 -0.45687499999999998 0.11523000000000001 0.091445000000000012 0.12503500000000004 0.15737500000000001 0.08400500000000001 -0.081189999999999984 -0.20132999999999998 0.091545000000000015 -1.0000000180025095e-35 0.13881000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 5 6 8 12 9 11 -11 -4 13 -6
right_child=2 3 4 -5 7 -7 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.0083794533022423078 0.023018682131295366 0.0025033757801230334 0.014211205660600336 -0.018275274914319278 -0.0043194317040452937 0.025480335164709798 0.023406026486747163 0.012121827155424212 -0.004353838292571151 0.016974026790411413 0.0064034987301188505 0.0048203078332270752 -0.0088285887775817473 0.011381922189659706
leaf_weight=97 66 58 517 66 72 53 56 81 61 135 1389 174 85 63
leaf_count=97 66 58 517 66 72 53 56 81 61 135 1389 174 85 63
internal_value=0 -0.00110666 0.00869666 -0.00854174 0.00834407 0.00912984 0.00875747 0.00211197 0.00839626 0.0087482 0.00734104 0.0118491 -0.00156531 0.00299456
internal_weight=0 221 2752 124 2686 2385 2332 301 2276 2215 1524 691 220 135
internal_count=2973 221 2752 124 2686 2385 2332 301 2276 2215 1524 691 220 135
is_linear=0
shrinkage=0.16829


Tree=4189
num_leaves=25
num_cat=0
split_feature=3 13 15 2 2 3 43 14 2 16 15 43 43 15 150 16 15 1446 42 43 43 481 15 3
split_gain=30.7454 8.43257 8.42685 4.51198 4.38382 2.90922 2.82463 2.61444 2.35081 1.71595 1.32039 1.11333 1.38315 1.10138 1.77392 1.08626 0.977215 0.87333 0.759344 0.66978 0.660055 0.607213 0.582629 0.37152
threshold=-0.049204999999999992 -0.00027999999999999998 -0.24511999999999998 0.11426500000000002 0.10433000000000002 0.3148450000000001 0.10751000000000001 0.073890000000000011 0.072175000000000017 0.24624500000000002 -0.0039399999999999991 -0.073404999999999984 -1.0000000180025095e-35 -0.024929999999999997 0.083205000000000015 0.22339500000000004 -0.094389999999999988 0.088585000000000011 0.091555000000000011 -0.070414999999999991 -0.077614999999999976 -0.085749999999999979 -0.080264999999999989 -0.07249499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 7 8 6 11 13 -3 -5 -10 16 -13 14 15 23 -2 18 21 -20 -17 -15 -6 -4
right_child=1 4 3 9 22 -7 -8 -9 10 -11 -12 12 -14 17 -16 20 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.0006582171145120626 0.0004919538545663471 0.0012587968574981386 0.0021104108479007583 0.0012009058389973431 0.00093171042195937975 0.00039365621354683569 0.0017560392672822743 0.0026762746731356269 0.0017949830822046957 0.0018820996735347717 0.0023800840875695456 0.0015246142933251772 0.00080188914539967968 0.0024360202732210657 0.0014553897631166713 0.0019101379596990311 0.00099094047790978797 0.002492591662194686 0.0015781727714074747 0.0019924518447896884 0.0014490016118115176 0.0020861413023917398 0.0013457719844858738 0.0018389166771842136
leaf_weight=52 83 52 347 98 73 95 52 70 93 69 78 59 57 59 81 89 89 55 55 203 56 863 77 68
leaf_count=52 83 52 347 98 73 95 52 70 93 69 78 59 57 59 81 89 89 55 55 203 56 863 77 68
internal_value=0 0.00121711 0.00197155 0.00200385 0.00158128 0.000904766 0.00104747 0.00204857 0.00187492 0.00148257 0.00206208 0.000919415 0.00116979 0.00202512 0.00191347 0.00197966 0.000750355 0.00208305 0.00206393 0.00190427 0.00173229 0.00210857 0.0011445 0.00206601
internal_weight=0 808 2165 2113 373 435 340 1946 223 167 171 288 116 1876 641 560 172 1235 1180 258 145 922 150 415
internal_count=2973 808 2165 2113 373 435 340 1946 223 167 171 288 116 1876 641 560 172 1235 1180 258 145 922 150 415
is_linear=0
shrinkage=0.0032998


Tree=4190
num_leaves=20
num_cat=0
split_feature=4 39 150 42 14 49 14 42 15 15 43 15 4 49 151 124 151 4 52
split_gain=41.2602 9.13698 1.94751 3.16893 2.41196 2.10186 1.70019 1.66333 0.973022 1.06444 1.4609 1.01851 0.981682 0.929305 0.918384 0.743174 0.735355 0.721705 0.253173
threshold=0.31392000000000003 0.055555000000000007 0.087675000000000017 0.083725000000000008 0.073890000000000011 0.14255500000000002 -0.41608999999999996 -0.011964999999999998 0.039965000000000007 -0.078064999999999982 -0.11158 0.14927500000000002 -0.095479999999999982 -0.0055299999999999993 -0.080329999999999985 -1.0000000180025095e-35 -0.079329999999999984 0.51152500000000012 -0.015824999999999995
decision_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 8 -2 -3 9 16 -11 12 -10 -9 -8 -16 -1 -17 -5
right_child=6 7 3 18 -6 -7 14 13 11 10 -12 -13 -14 -15 15 17 -18 -19 -20
leaf_value=0.0018403343558517549 0.0012643162907339093 0.0019461273592226067 0.0013418882405793508 0.002033345008116993 0.0027039219943288473 0.0015375497591159338 0.0010861330160824086 0.0010298612089814977 0.0027050447098107724 0.0014733537371042849 0.0020562638605146808 0.0017921154475743733 0.0022435925111622171 0.0015288935510000571 0.00089871192719184886 0.00066263422732259992 0.0022596617451953716 0.00016535876250696086 0.0023617985411426945
leaf_weight=52 77 54 83 53 91 59 53 83 54 52 515 52 902 81 60 76 433 55 55
leaf_count=52 77 54 83 53 91 59 53 83 54 52 515 52 902 81 60 76 433 55 55
internal_value=0 0.00208989 0.00214865 0.00182782 0.00217636 0.00215369 0.000836249 0.00144257 0.00217132 0.0021006 0.00200287 0.00224509 0.00226969 0.00127655 0.000701018 0.000593969 0.00221478 0.000454123 0.00220094
internal_weight=0 2619 2401 191 2210 2119 321 218 2060 1052 567 1008 956 164 244 191 485 131 108
internal_count=2940 2619 2401 191 2210 2119 321 218 2060 1052 567 1008 956 164 244 191 485 131 108
is_linear=0
shrinkage=0.0032998


Tree=4191
num_leaves=12
num_cat=0
split_feature=2 147 14 1210 2 13 40 457 50 151 16
split_gain=1.84948 0.570203 0.660482 0.573619 0.533531 0.483772 0.420669 0.313046 0.475034 0.44406 0.265102
threshold=0.25063000000000007 0.089430000000000023 0.073890000000000011 -0.08107499999999998 -0.10238999999999998 -0.049464999999999988 -0.084924999999999987 -0.082339999999999983 0.094500000000000015 0.085445000000000007 -0.011694999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -6 8 -8 -9 -3
right_child=-2 10 -4 4 6 -7 7 9 -10 -11 -12
leaf_value=0.031663208502004853 -0.022604943778889133 0.0054887945548975732 0.023382938078009379 -0.0055167990536736863 -0.0030485303805841408 0.009663396584482736 0.0099365628348105067 0.0097917894764096378 -0.0087751086992322123 0.025402426035878702 -0.011260565188765307
leaf_weight=59 52 55 99 71 76 55 96 2208 64 53 52
leaf_count=59 52 55 99 71 76 55 96 2208 64 53 52
internal_value=0 0.00940789 0.00987186 0.00937246 0.0088527 0.021065 0.009262 0.00964919 0.00244067 0.0101585 -0.00263429
internal_weight=0 2888 2781 2682 2568 114 2497 2421 160 2261 107
internal_count=2940 2888 2781 2682 2568 114 2497 2421 160 2261 107
is_linear=0
shrinkage=0.16829


Tree=4192
num_leaves=17
num_cat=0
split_feature=10 43 4 15 147 481 4 158 52 9 11 48 1375 42 16 4
split_gain=1.26046 0.479874 1.24857 0.699151 0.602147 0.515213 0.480238 0.338946 0.357209 0.350385 0.325511 0.312427 0.264138 0.222791 0.214754 0.391124
threshold=-0.088499999999999981 -0.080104999999999996 -0.16236499999999995 0.096235000000000015 0.086565000000000017 -0.084829999999999975 -0.084384999999999988 0.10312500000000001 0.029970000000000007 0.082325000000000023 0.088630000000000014 0.10184000000000001 -0.030214999999999995 -0.087484999999999993 -0.28430999999999995 0.043640000000000005
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 -3 13 9 -9 10 11 -7 -8 -4 -14 -16
right_child=1 4 3 -5 -6 7 12 8 -10 -11 -12 -13 14 -15 15 -17
leaf_value=-0.013082501542398567 -0.017851715725025502 0.023944658454500476 0.011088550922877343 -0.0087080912041052599 -0.0032889882982557357 0.010015472346845812 0.01668513444643004 0.0093002763776668662 -0.0093772633188836611 0.023086695651469716 0.022857764059211697 0.0012152531857028206 0.013926628018986363 0.025494262918077045 0.0060331475635919674 -0.0060494960991887125
leaf_weight=83 64 74 68 78 99 1390 62 64 53 58 52 125 70 56 453 91
leaf_count=83 64 74 68 78 99 1390 62 64 53 58 52 125 70 56 453 91
internal_value=0 0.00794762 0.00483398 0.00648965 0.0094783 0.0101753 0.00797368 0.00958936 0.000824155 0.0102193 0.00974193 0.00929057 0.00620363 0.0176088 0.00514231 0.00400867
internal_weight=0 2857 942 878 1915 1816 800 1742 117 1625 1567 1515 676 124 614 544
internal_count=2940 2857 942 878 1915 1816 800 1742 117 1625 1567 1515 676 124 614 544
is_linear=0
shrinkage=0.16829


Tree=4193
num_leaves=21
num_cat=0
split_feature=2 15 2 3 12 2 2 12 2 158 475 2 12 156 52 52 3 3 43 43
split_gain=30.4305 13.0542 6.84154 6.10007 4.21315 2.72574 1.66125 1.37692 1.03177 0.886492 0.826992 0.821603 0.682748 0.646522 1.05173 0.592131 0.549659 0.546684 0.542051 0.345982
threshold=0.12026500000000001 -0.38214499999999996 0.16730000000000003 0.10402500000000002 -0.012249999999999999 -1.0000000180025095e-35 0.094485000000000013 0.090535000000000018 0.096080000000000013 0.078875000000000015 -0.078224999999999975 0.10773000000000001 -0.063029999999999989 1.0000000180025095e-35 0.029970000000000007 -0.090084999999999985 -0.083104999999999984 -0.012504999999999997 -0.088349999999999998 -0.060849999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 7 4 5 -3 9 12 -7 15 -8 -5 -2 14 -12 18 -11 -17 -6 -1
right_child=2 3 -4 11 6 8 10 -9 -10 16 13 -13 -14 -15 -16 17 -18 -19 -20 -21
leaf_value=0.00048755913748291821 0.0010609901481984608 0.00088247546882159848 -0.00011531755646418446 0.0013787521483035066 0.0015571679443779924 0.0020676749790037403 0.0021514628777798118 0.0013271898511414367 0.0014629782020848952 0.002401589418889519 0.0014850452251717837 0.00082870934679064282 0.00063346630891865331 0.0020324615638819157 0.0018371281091561452 0.0019761497647238012 0.0020340134670308384 0.0022595486443284496 0.001914823898400539 0.00086880009539616273
leaf_weight=53 76 65 75 70 67 53 57 97 75 88 175 52 89 65 200 1197 94 81 159 52
leaf_count=53 76 65 75 70 67 53 57 97 75 88 175 52 89 65 200 1197 94 81 159 52
internal_value=0 0.00181702 0.00076302 0.00186494 0.00190191 0.00143389 0.00194327 0.00101459 0.00171364 0.00199287 0.00177497 0.0011446 0.0008306 0.00172611 0.00167292 0.00196633 0.00221194 0.00199414 0.00180895 0.0006767
internal_weight=0 2603 337 2498 2376 193 2183 262 128 1686 497 122 165 440 375 1504 182 1278 226 105
internal_count=2940 2603 337 2498 2376 193 2183 262 128 1686 497 122 165 440 375 1504 182 1278 226 105
is_linear=0
shrinkage=0.0032998


Tree=4194
num_leaves=14
num_cat=0
split_feature=2 1455 51 0 4 4 51 0 4 4 399 0 2
split_gain=1.07456 0.495171 0.400681 0.484116 0.44293 0.49042 0.406515 0.45098 0.41227 0.521208 0.369546 0.292028 0.183906
threshold=0.25063000000000007 0.10548500000000001 0.15358000000000002 0.0040950000000000005 -0.17568999999999999 -0.50946499999999995 -0.26677999999999996 -0.034759999999999992 0.31392000000000003 0.41823000000000005 0.094625000000000015 -0.064509999999999984 0.10556500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 11 8 10 -10 -8 -1 -7
right_child=-2 -3 -4 4 -6 12 7 -9 9 -11 -12 -13 -14
leaf_value=-0.010707196024074703 -0.016558914493962195 0.021536404950466957 -0.0063422884587337521 -0.0075959085237628345 -0.0089096950787796777 0.018878577112102307 0.0089322478931927844 0.023133894986183432 -0.011295183974120932 0.0068377123564115055 0.023058432848924979 0.0070371610087457594 0.005738232038580416
leaf_weight=52 52 73 58 54 87 55 2053 62 63 156 54 53 68
leaf_count=52 52 73 58 54 87 55 2053 62 63 156 54 53 68
internal_value=0 0.00783925 0.00748341 0.00777491 0.000914403 0.00575335 0.0085007 0.00895144 0.00857263 0.0016132 0.00929514 -0.00173341 0.0116286
internal_weight=0 2888 2815 2757 264 177 2493 2388 2326 219 2107 105 123
internal_count=2940 2888 2815 2757 264 177 2493 2388 2326 219 2107 105 123
is_linear=0
shrinkage=0.16829


Tree=4195
num_leaves=13
num_cat=0
split_feature=3 49 0 11 3 52 11 43 11 3 0 484
split_gain=0.509151 0.367009 0.35665 0.419677 0.550703 0.500062 0.419346 0.933372 0.542415 0.370224 0.557725 0.343407
threshold=0.35004500000000011 -0.22463499999999997 0.15628500000000004 0.095930000000000015 -0.10690999999999999 -0.53473999999999988 1.0000000180025095e-35 -0.15961499999999998 0.086175000000000015 -0.039864999999999991 -0.23043999999999995 0.086085000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 -3 -8 11 -11 -7
right_child=-2 2 -4 -5 5 9 8 -9 -10 10 -12 -13
leaf_value=0.019775925588949625 -0.0070848756224529512 0.0072491878274183732 0.021026998840169613 0.021916823173726296 0.019923215561786715 0.0076228518231026094 0.015245189108625995 -0.02052581442377591 -0.0052929930049014796 0.015625569029328851 0.0013965070124519305 0.015800491769635751
leaf_weight=69 68 67 53 53 90 1554 81 70 66 92 516 161
leaf_count=69 68 67 53 53 90 1554 81 70 66 92 516 161
internal_value=0 0.0076353 0.0073358 0.00707128 0.00677888 0.0076039 -0.00022462 -0.00692931 0.00601174 0.00712584 0.00355254 0.0083916
internal_weight=0 2872 2803 2750 2697 2413 284 137 147 2323 608 1715
internal_count=2940 2872 2803 2750 2697 2413 284 137 147 2323 608 1715
is_linear=0
shrinkage=0.16829


Tree=4196
num_leaves=18
num_cat=0
split_feature=44 3 12 12 12 52 151 2 3 2 402 13 3 52 0 13 12
split_gain=0.813633 0.570116 0.372634 0.662466 0.419916 0.504397 0.370475 0.38031 0.509124 0.491317 0.256725 0.287407 0.382533 0.410882 0.332543 0.192134 0.123457
threshold=1.0000000180025095e-35 0.35004500000000011 0.085760000000000017 0.086155000000000023 -0.097314999999999985 0.11873500000000001 -0.14525499999999997 0.086365000000000011 -0.0005399999999999999 0.11165000000000001 0.13775000000000001 0.057990000000000007 -0.14719499999999996 -0.53473999999999988 -0.078704999999999983 0.17888000000000001 0.10700500000000002
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 -1 6 -6 8 -8 -9 11 12 -5 -14 15 -13 -16
right_child=-2 -3 3 10 5 -7 7 9 -10 -11 -12 14 13 -15 16 -17 -18
leaf_value=0.017571058424612453 0.026739007078522687 -0.010965359060514743 0.025270945536471863 0.021994133589843444 0.016042859759272922 -0.0083263361551179516 0.0041877749448089698 -0.0043051970682099917 0.019923242066535968 0.0070675716556318855 -0.0046565026115925135 -0.01205523426840318 0.022430031577402729 0.0071373598397692405 0.011039386532868704 0.0019403125492876306 0.0016526909539362723
leaf_weight=58 53 57 58 56 68 103 350 296 70 169 52 53 52 1222 97 58 68
leaf_count=58 53 57 58 56 68 103 350 296 70 169 52 53 52 1222 97 58 68
internal_value=0 0.00568718 0.00602322 0.00758011 0.00362338 0.00285561 0.00406604 0.00314376 0.00681463 -0.000168005 0.00696016 0.00733741 0.00836352 0.00776296 0.00238627 -0.00472606 0.00718182
internal_weight=0 2887 2830 1716 1114 1056 953 885 420 465 1658 1606 1330 1274 276 111 165
internal_count=2940 2887 2830 1716 1114 1056 953 885 420 465 1658 1606 1330 1274 276 111 165
is_linear=0
shrinkage=0.16829


Tree=4197
num_leaves=18
num_cat=0
split_feature=44 1 49 1 1447 2 12 12 51 52 1454 52 13 1 1 41 1
split_gain=0.562676 0.56726 0.264204 0.362114 0.435605 0.370225 0.490125 1.35968 0.354479 0.348173 0.403468 0.307346 0.326383 0.445745 0.436382 0.2525 0.212984
threshold=1.0000000180025095e-35 0.13662500000000002 -0.22463499999999997 0.083250000000000005 -0.086059999999999984 0.086075000000000013 0.095920000000000019 0.081080000000000013 -0.070154999999999981 0.5140450000000002 0.080725000000000005 -0.087094999999999992 -0.0094049999999999984 0.110115 0.097305000000000016 0.078150000000000011 0.14450000000000005
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 11 7 8 -7 10 15 -5 13 -13 -14 -6 -3
right_child=-2 16 3 5 9 6 -8 -9 -10 -11 -12 12 14 -15 -16 -17 -18
leaf_value=0.017193953254611385 0.022239105951158397 -0.013293195519734447 0.02000427947847706 0.013749787756422088 0.0076551549936592989 -0.008422372035245174 0.013096052505434259 -0.026215138663888148 0.004261864115085774 -0.0072594546648580612 -0.0070015419235986585 0.0036365121530531667 0.0047311790340503253 0.01835651904998413 -0.013481339869271483 -0.0039595131989117079 -0.00040728174745623417
leaf_weight=52 53 57 67 103 1332 83 61 61 251 53 59 328 89 71 64 55 101
leaf_count=52 53 57 67 103 1332 83 61 61 251 53 59 328 89 71 64 55 101
internal_value=0 0.00473071 0.00529865 0.00506691 0.00671631 0.0027404 -0.000938151 -0.00311001 0.00110441 0.00612119 0.00661287 0.00530409 0.00372492 0.00626036 -0.00287539 0.00719329 -0.00506737
internal_weight=0 2887 2729 2677 1566 1111 456 395 334 1499 1446 655 552 399 153 1387 158
internal_count=2940 2887 2729 2677 1566 1111 456 395 334 1499 1446 655 552 399 153 1387 158
is_linear=0
shrinkage=0.16829


Tree=4198
num_leaves=25
num_cat=0
split_feature=4 3 3 40 3 0 4 4 0 15 124 11 0 0 4 14 3 0 483 16 484 15 15 15
split_gain=49.5749 20.3885 5.72635 3.93958 3.74526 2.41189 2.31543 2.09434 2.52453 1.16969 1.09705 1.05719 2.84091 1.26551 1.00829 0.764572 0.520025 0.457624 0.449859 0.494144 0.592509 0.535785 0.236304 0.111327
threshold=0.27998000000000006 -0.066789999999999974 0.28833000000000003 -0.034699999999999988 -0.13827999999999999 -0.14606999999999998 0.052250000000000012 -0.42305999999999994 -0.058589999999999996 0.0047550000000000005 -0.059944999999999991 1.0000000180025095e-35 -0.041534999999999996 0.121355 -9.4999999999999992e-05 -0.40567999999999999 -0.01223 -0.14797999999999997 -0.074039999999999981 0.0054050000000000009 0.091180000000000011 -0.0025249999999999995 -0.065419999999999992 -0.090104999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 10 -2 -6 11 -5 9 14 16 12 18 17 -9 -7 -3 -13 -1 20 -20 -21 23 -8
right_child=4 2 -4 7 5 15 22 8 -10 -11 -12 13 -14 -15 -16 -17 -18 -19 19 21 -22 -23 -24 -25
leaf_value=0.0032435543672311943 0.0020321104462433298 0.0015410243409430232 0.0013469722210051301 0.0031462767892733241 0.0016568943184703659 0.0012538435027277957 0.0026579038429411332 0.0022106103077173421 0.0018918384643177857 0.0029911727829369018 0.0022925465919271708 0.0032552982016710759 0.0022907176143947944 0.002851805575793754 0.0026698609536038964 0.00076200824450741627 0.0020084470887502051 0.0036953257379357517 0.0030095559497408642 0.0029699598024907092 0.0033413803197031716 0.0026338350440351403 0.0025096600949880699 0.0028578265548524187
leaf_weight=91 75 52 62 61 77 54 87 85 65 69 81 54 62 54 140 97 54 54 1117 165 64 79 82 59
leaf_count=91 75 52 62 61 77 54 87 85 65 69 81 54 62 54 140 97 54 54 1117 165 64 79 82 59
internal_value=0 0.00280139 0.00230351 0.00240115 0.00139181 0.00118102 0.00297062 0.00257883 0.00248231 0.00261273 0.0020019 0.00301175 0.00298543 0.00326791 0.00249652 0.00093813 0.00177948 0.00347564 0.00301381 0.00299912 0.00302757 0.00286128 0.00265663 0.00273894
internal_weight=0 2637 669 607 303 228 1968 420 359 294 187 1740 1578 162 225 151 106 108 1516 1425 1181 244 228 146
internal_count=2940 2637 669 607 303 228 1968 420 359 294 187 1740 1578 162 225 151 106 108 1516 1425 1181 244 228 146
is_linear=0
shrinkage=0.0032998


Tree=4199
num_leaves=15
num_cat=0
split_feature=4 4 44 16 43 147 403 403 4 4 43 15 4 4
split_gain=0.716106 0.486993 0.381132 0.275853 0.306457 0.406904 0.337333 0.507394 0.437671 0.597963 0.250036 0.23474 0.594752 0.233512
threshold=0.62720500000000012 -0.51843499999999987 1.0000000180025095e-35 -0.54150999999999994 -1.0000000180025095e-35 0.086565000000000017 -0.52017999999999986 -0.54604999999999992 -0.021269999999999997 -0.14345499999999997 -0.085204999999999989 0.086195000000000008 -0.011369999999999998 -0.068329999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 11 7 -5 9 -8 -10 12 -6 -13
right_child=-2 2 -4 4 5 -7 8 -9 10 -11 -12 13 -14 -15
leaf_value=0.021825843531003423 -0.013048616760194144 0.016174164185637458 0.020515313173145817 0.0081100296070511693 -0.0044754915122379732 -0.011030408223499474 -0.004343346264533335 -0.013850812395732845 0.0090593349325748026 0.011909798038719768 0.0030285182548789639 0.010921916363980632 0.0067133135435280857 -8.9612266760680516e-05
leaf_weight=59 53 75 53 68 227 53 70 53 295 742 577 212 330 73
leaf_count=59 53 75 53 68 227 53 70 53 295 742 577 212 330 73
internal_value=0 0.00668085 0.00636425 0.00609333 0.00581264 0.00326274 0.007076 -0.00149433 0.00769287 0.0105065 0.00507082 0.00416457 0.0021502 0.00809512
internal_weight=0 2887 2828 2775 2700 895 1805 121 1684 812 872 842 557 285
internal_count=2940 2887 2828 2775 2700 895 1805 121 1684 812 872 842 557 285
is_linear=0
shrinkage=0.16829


Tree=4200
num_leaves=26
num_cat=0
split_feature=1 1 2 16 4 2 124 4 50 15 49 1 16 2 16 16 0 2 160 15 15 42 4 0 2
split_gain=26.4975 4.48444 3.09692 2.13866 2.09457 1.92444 1.80235 1.26158 1.34162 1.36282 1.21068 2.2449 1.07511 0.773528 0.758739 0.676426 0.615255 0.702022 0.642853 0.543423 0.39662 0.286797 0.223653 0.218825 0.196501
threshold=0.10661000000000002 0.12448500000000001 0.12068000000000001 0.12992000000000004 0.50541500000000006 1.0000000180025095e-35 -0.085379999999999984 -0.085594999999999991 0.083800000000000013 0.043560000000000008 -0.047859999999999993 0.089895000000000017 0.12992000000000004 0.14132000000000003 0.27450000000000002 -0.019749999999999993 -0.070664999999999992 0.10100500000000003 -0.54243999999999992 0.083935000000000023 -0.074729999999999977 -0.091964999999999977 -0.0018749999999999997 -0.16926499999999997 0.09802000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 5 13 -2 -1 8 9 14 11 22 16 -3 -8 23 18 -18 -12 -11 -14 -21 -9 -7 -22
right_child=1 4 -4 -5 -6 15 7 10 -10 19 12 -13 20 -15 -16 -17 17 -19 -20 21 24 -23 -24 -25 -26
leaf_value=0.0011909901947587079 0.0014771479902871024 0.0010329036274040239 0.0010757700540135757 0.0016654397665085091 0.00024227776757847872 0.0011378650364369312 0.0013667091319694421 0.0018556396923163118 0.0023666518188826852 0.0022713011662410481 0.0021380280509170611 0.00093605012415713521 0.0017108698642970854 0.00058509761357880118 0.0018371472614678499 0.00053061812921092967 0.0012422376989509462 0.0017585040636899335 0.0017670310625849898 0.0017070604909774441 0.0014978402900703428 0.0019996822422765708 0.0015712300124783984 0.00084639758311740021 0.0012086556505721247
leaf_weight=67 75 97 83 78 103 54 81 59 59 58 54 62 53 75 71 53 52 66 1253 59 55 107 68 62 52
leaf_count=67 75 97 83 78 103 54 81 59 59 58 54 62 53 75 71 53 52 66 1253 59 55 107 68 62 52
internal_value=0 0.000924639 0.00170299 0.00118905 0.000614906 0.00103662 0.00172584 0.00174205 0.00190199 0.00182899 0.00170281 0.00145202 0.00173269 0.000837844 0.00158669 0.000840915 0.00176162 0.0015313 0.00178239 0.00199325 0.00147486 0.00189589 0.00170363 0.000982384 0.00135763
internal_weight=0 597 2359 322 275 244 2276 2209 435 376 1774 189 1585 172 152 169 1425 118 1307 224 160 166 127 116 107
internal_count=2956 597 2359 322 275 244 2276 2209 435 376 1774 189 1585 172 152 169 1425 118 1307 224 160 166 127 116 107
is_linear=0
shrinkage=0.0032998


Tree=4201
num_leaves=21
num_cat=0
split_feature=30 149 16 1 15 1 132 51 15 16 51 3 1210 16 483 4 4 155 51 15
split_gain=0.513506 0.681393 0.501835 0.561908 0.818477 0.462538 0.973992 0.513404 0.541078 0.395722 0.357341 0.360403 0.411617 0.406342 0.36598 0.236523 0.180576 0.545217 0.390517 0.164231
threshold=0.086220000000000019 0.079475000000000004 0.20277000000000003 0.082295000000000021 -0.052984999999999997 0.080320000000000016 0.096880000000000008 0.108005 0.09172000000000001 -0.23389999999999997 0.12162000000000002 -0.051469999999999995 -0.084114999999999981 -0.094174999999999995 0.088115000000000013 -0.065239999999999979 -0.055754999999999992 0.086425000000000016 -0.23644499999999999 -0.074729999999999977
decision_type=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 19 10 7 8 9 -7 11 12 -1 -13 -14 -10 17 -5 -18 -4
right_child=-2 -3 3 16 -6 6 -8 -9 15 -11 -12 13 14 -15 -16 -17 18 -19 -20 -21
leaf_value=-0.0051192863381468411 -0.0089507542110245364 0.023638571572138296 0.0079100037767156125 0.022979491963895718 -0.023121236908623766 0.0054157257696656356 0.026021584517479289 0.013929125814007006 0.014524064152760557 -0.0034129927205672709 -0.0052316625136905074 0.0071396629054817414 0.0078347057741384816 0.027602026349476349 0.01880694528154157 0.0011215480892730167 0.010756704166292685 0.00033919712110671538 -0.0092129264305288953 -0.00446634356223417
leaf_weight=64 69 59 53 52 60 200 52 98 106 511 53 52 1062 59 94 58 54 72 57 71
leaf_count=64 69 59 53 52 60 200 52 98 106 511 53 52 1062 59 94 58 54 72 57 71
internal_value=0 0.00572991 0.00535565 -1.54659e-05 -0.00698454 0.0062906 0.00357783 0.00237652 0.00108058 -0.000927001 0.00829839 0.00883851 0.00800055 0.0180322 0.00872847 0.0097951 0.00543352 0.009848 0.000485844 0.000809058
internal_weight=0 2887 2828 419 184 2409 1025 973 875 711 1384 1331 1220 111 1156 164 235 124 111 124
internal_count=2956 2887 2828 419 184 2409 1025 973 875 711 1384 1331 1220 111 1156 164 235 124 111 124
is_linear=0
shrinkage=0.16829


Tree=4202
num_leaves=16
num_cat=0
split_feature=52 0 3 3 43 2 12 157 12 1 51 3 12 12 3
split_gain=0.475064 0.61646 0.727345 0.361969 0.317544 0.504943 0.299074 0.346532 0.281977 0.270254 0.454397 0.31484 0.189631 0.21172 0.11227
threshold=-0.5663649999999999 0.040570000000000002 0.41110500000000005 0.28833000000000003 -0.084114999999999981 0.10472500000000001 0.097345000000000015 0.10909500000000001 0.099680000000000005 0.090540000000000023 0.10876000000000001 0.085090000000000013 0.10742000000000002 0.11697000000000002 -0.089704999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -3 -6 7 9 -8 11 -11 -2 14 -14 -10
right_child=1 4 -4 -5 5 -7 8 -9 12 10 -12 -13 13 -15 -16
leaf_value=0.020279017014685135 0.0060200696065289333 -0.015259483263538879 0.024394004002238328 -0.0086628314322915127 0.0094941107518138664 -0.010300369827804969 0.018464247370642832 -0.00911561076774948 0.0081041212892190816 -0.00018805681890214711 0.015228505099515293 -0.0068317359878255256 0.015503595623914512 0.0052035437296517077 -0.0013693651628371021
leaf_weight=53 1413 58 53 58 72 74 71 56 57 553 60 56 105 124 93
leaf_count=53 1413 58 53 58 72 74 71 56 57 553 60 56 105 124 93
internal_value=0 0.00419167 0.00486622 0.00447439 -0.00472403 -0.000526403 0.00476951 0.00393799 0.00871612 0.00428996 0.00131797 0.00552892 0.00688522 0.00993412 0.00221858
internal_weight=0 2903 2699 2646 204 146 2588 2138 450 2082 613 1469 379 229 150
internal_count=2956 2903 2699 2646 204 146 2588 2138 450 2082 613 1469 379 229 150
is_linear=0
shrinkage=0.16829


Tree=4203
num_leaves=24
num_cat=0
split_feature=1 1 0 4 4 14 0 2 0 1 151 40 43 2 43 2 1212 475 2 15 50 42 0
split_gain=46.1637 8.90033 5.3214 2.84563 2.61611 2.12156 1.79443 1.5811 1.31022 1.2168 1.49868 1.15447 1.01627 0.811986 0.737951 0.730725 0.658462 1.10416 0.612292 0.551223 0.470192 0.435703 0.325314
threshold=0.10398500000000001 0.12500000000000003 -0.12259499999999998 0.40318000000000004 0.27020000000000005 0.073890000000000011 -0.024974999999999997 0.12068000000000001 -0.16926499999999997 0.089875000000000024 -0.00016499999999999997 -0.025204999999999995 -0.034774999999999993 0.092320000000000013 -0.081314999999999985 0.14132000000000003 0.090175000000000019 -0.085684999999999997 0.097845000000000015 -0.070009999999999975 0.08956500000000002 -0.0070449999999999992 -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 2
left_child=4 2 8 12 5 7 11 9 -2 13 -11 -3 19 16 -12 -13 17 -1 -16 -4 22 -18 -15
right_child=1 6 3 -5 -6 -7 -8 -9 -10 10 14 15 -14 20 18 -17 21 -19 -20 -21 -22 -23 -24
leaf_value=0.0023835316078954804 0.00096501615544318606 0.00025905885918016099 0.0016908506400668143 0.00081421870006134832 0.0011473551604804246 0.0023968430928448937 -8.8887396287603974e-05 0.0014068602409086611 0.00032413266555872205 0.001328003273568237 0.0014673921497756839 0.00097658108739213261 0.001955591392555401 0.0019193819469205651 0.0018081360797164864 0.00046151216370834649 0.0019291667015159098 0.0019654593920049798 0.0021993541053258363 0.0012376802585909355 0.0020583473294020853 0.0015102716472342331 0.0017188343225140095
leaf_weight=75 78 84 61 55 54 85 60 80 63 86 53 72 79 125 190 52 57 965 58 58 75 54 337
leaf_count=75 78 84 61 55 54 85 60 80 63 86 53 72 79 125 190 52 57 965 58 58 75 54 337
internal_value=0 0.000877462 0.00119307 0.00147947 0.00186673 0.00188406 0.000413341 0.00186381 0.000678914 0.00188142 0.00171368 0.000558384 0.00166409 0.00191985 0.00182376 0.000760869 0.00196964 0.00199564 0.00189977 0.00147027 0.00181307 0.0017257 0.00177317
internal_weight=0 662 394 253 2294 2240 268 2155 141 2075 387 208 198 1688 301 124 1151 1040 248 119 537 111 462
internal_count=2956 662 394 253 2294 2240 268 2155 141 2075 387 208 198 1688 301 124 1151 1040 248 119 537 111 462
is_linear=0
shrinkage=0.0032998


Tree=4204
num_leaves=20
num_cat=0
split_feature=39 15 475 475 51 4 15 2 39 41 4 12 48 12 4 2 156 15 2
split_gain=0.450156 0.329285 0.25829 0.855182 0.370665 0.516609 0.623666 0.398571 0.301664 0.304341 0.481569 0.934372 0.267979 0.242631 0.233927 0.321313 0.227428 0.225616 0.0708376
threshold=0.098100000000000007 -0.073759999999999978 -0.085684999999999997 -0.087994999999999976 -0.019069999999999997 -0.062804999999999986 -0.011959999999999998 -0.007134999999999999 0.085355000000000014 0.083270000000000011 -0.111135 0.085425000000000015 0.082425000000000012 0.083985000000000018 0.053330000000000009 0.088065000000000018 0.050840000000000003 -0.076594999999999983 0.11732500000000001
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 16 5 -4 13 17 9 10 11 -9 -12 -7 15 -15 -1 -6 -2
right_child=1 -3 4 -5 7 6 -8 8 -10 -11 12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.011857460009014791 0.0061621836070756162 -0.014515897870764039 0.012073407666556204 0.029861356019730497 -0.0090888649798839417 -0.0080462092998477581 -0.017665319335010112 0.028352553850576147 0.015943921394595984 -0.0063917718021264244 0.0067301279726447371 0.0011163063485625305 0.001297364364511538 -0.00054984312220637734 -0.0033478239107218445 0.014478951624796734 -0.00306520859957967 0.0050573184611643045 -0.0025268436204839641
leaf_weight=54 52 53 93 52 74 66 60 78 94 53 1421 66 315 77 92 84 62 56 54
leaf_count=54 52 53 93 52 74 66 60 78 94 53 1421 66 315 77 92 84 62 56 54
internal_value=0 -0.0036815 0.00551747 0.0119229 0.00510746 0.000831276 -0.00192261 0.00604235 0.00662196 0.00616771 0.00652274 0.0158818 0.00574538 0.00103277 0.0034083 0.00728011 0.00386606 -0.0029813 0.00171875
internal_weight=0 159 2797 168 2629 472 379 2157 2027 1933 1880 144 1736 319 253 161 116 130 106
internal_count=2956 159 2797 168 2629 472 379 2157 2027 1933 1880 144 1736 319 253 161 116 130 106
is_linear=0
shrinkage=0.16829


Tree=4205
num_leaves=15
num_cat=0
split_feature=160 9 4 481 52 52 160 475 52 159 3 11 51 4
split_gain=0.519388 0.480172 0.419312 0.407932 0.390824 0.564023 0.554773 0.462286 0.410461 0.357782 0.658965 0.41846 0.334004 0.284784
threshold=-0.54243999999999992 -0.08577499999999999 -0.39175499999999991 -0.087234999999999993 -0.068039999999999975 -0.085009999999999988 0.083295000000000022 -0.085774999999999976 -0.089799999999999977 0.087735000000000021 0.13772500000000001 0.08235000000000002 -0.099544999999999981 0.51292000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 12 -4 5 7 -7 -5 -9 10 11 -6 -3 -11
right_child=1 2 3 4 9 6 -8 8 -10 13 -12 -13 -14 -15
leaf_value=0.018104407357625734 -0.011281253266465051 0.0031697921928265987 -0.0087736556421446499 -0.011810092113377251 0.0059237472313194376 0.00013359380963697253 -0.022340958265918039 0.0028529119903226668 0.017892312482884441 0.018648222346880634 -0.010208622103805444 -0.008492608812846766 0.018733600195944531 0.0035599773381461497
leaf_weight=76 57 65 71 54 1623 73 54 457 58 98 80 59 99 56
leaf_count=76 57 65 71 54 1623 73 54 457 58 98 80 59 99 56
internal_value=0 0.00400379 0.00431044 0.00380454 0.00414713 0.000728636 -0.00940837 0.00299436 0.00455016 0.00538798 0.00470652 0.00541699 0.012576 0.0131733
internal_weight=0 2904 2847 2683 2612 696 127 569 515 1916 1762 1682 164 154
internal_count=2980 2904 2847 2683 2612 696 127 569 515 1916 1762 1682 164 154
is_linear=0
shrinkage=0.16829


Tree=4206
num_leaves=29
num_cat=0
split_feature=3 2 15 30 2 2 52 2 12 11 124 3 16 150 12 484 484 3 403 15 16 160 160 52 13 3 15 474
split_gain=14.4258 5.79402 4.63454 2.99794 3.74402 1.81358 1.45937 1.26034 2.21447 1.27867 1.01757 1.11059 1.01001 0.890981 0.800299 0.719852 0.648994 0.678507 0.597343 0.498482 0.496667 0.474997 0.692725 0.617716 0.3263 0.314322 0.242632 0.191769
threshold=-0.049204999999999992 0.16730000000000003 -0.26361999999999991 0.086220000000000019 0.10669500000000001 -0.007134999999999999 0.042815000000000006 0.097005000000000022 0.087625000000000022 0.080070000000000016 -0.053299999999999993 0.13772500000000001 0.0054050000000000009 0.087235000000000021 0.11549500000000001 0.079595000000000013 0.079595000000000013 -0.0091399999999999988 0.0055000000000000005 -0.050529999999999999 -0.18817999999999999 -0.078934999999999991 0.04198000000000001 -0.086514999999999981 -0.039559999999999991 -0.091034999999999991 -0.076194999999999999 0.083865000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 -2 10 9 -9 12 -6 -12 15 16 19 18 17 -7 20 26 -4 -14 23 -23 -21 -20 -10 -17
right_child=1 -3 7 -5 6 13 -8 8 14 -11 11 -13 21 -15 -16 27 -18 -19 25 24 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=0.00022408856902085919 0.00055847600243070031 -0.00031417465365833971 0.00089910256214332574 6.2756967676795227e-05 -3.0008381945339083e-05 0.00096103382888140885 0.00088453406819261667 0.00039636467536492286 0.0011639282336017081 0.0016809013699900278 0.00073458623038040081 0.00015980689332783431 0.00074883949912548677 0.00072105545078198006 0.00079696508620149046 0.0015797862556927622 0.0008621961020904411 0.0013859632125644153 0.0016115319725239082 0.0015161237621549423 0.0012115274689139003 0.0010726843707625133 0.0007817493478781797 0.0015082321052585757 0.0012047039471338877 0.001313371152717074 0.00089268138969570375 0.0013376326241129578
leaf_weight=55 79 62 60 66 53 56 82 52 96 68 90 62 52 52 68 83 52 159 52 61 904 116 56 52 98 166 60 68
leaf_count=55 79 62 60 66 53 56 82 52 96 68 90 62 52 52 68 83 52 159 52 61 904 116 56 52 98 166 60 68
internal_value=0 0.000654946 0.00117052 0.000735001 0.00079972 0.00100697 0.000512186 0.00119515 0.00103638 0.00123631 0.000363075 0.000500369 0.0012175 0.00111793 0.00112318 0.00125525 0.0011951 0.00127545 0.00122766 0.00119349 0.00119212 0.00103508 0.00110137 0.00120771 0.0013244 0.00138465 0.00105983 0.00147097
internal_weight=0 813 2167 751 685 398 287 2112 435 1677 205 152 1609 319 383 1333 267 215 1182 315 964 276 224 168 159 218 156 151
internal_count=2980 813 2167 751 685 398 287 2112 435 1677 205 152 1609 319 383 1333 267 215 1182 315 964 276 224 168 159 218 156 151
is_linear=0
shrinkage=0.0032998


Tree=4207
num_leaves=17
num_cat=0
split_feature=4 12 13 483 40 474 474 42 474 156 130 399 133 4 4 4
split_gain=0.384541 0.762606 0.657272 0.316087 0.310167 0.289337 0.604372 0.305741 0.294578 0.554206 0.281065 0.320891 0.334609 0.227742 0.142146 0.134127
threshold=0.31392000000000003 0.099170000000000022 -0.15462999999999996 0.10583500000000001 -0.061244999999999994 0.10539000000000001 0.087710000000000024 0.08426500000000002 0.081755000000000008 0.087205000000000019 -0.015164999999999998 0.091280000000000014 -0.24072499999999999 -0.06347499999999999 -0.08508499999999998 0.50944500000000004
decision_type=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 -8 10 -10 13 12 -12 14 -1 -6
right_child=1 -3 4 -5 15 -7 7 -9 9 -11 11 -13 -14 -15 -16 -17
leaf_value=0.012872793559933898 0.017613456885076356 -0.0195197206491174 0.0065500448899125461 0.014471525250478961 -0.0025181228257256001 0.014824642753970657 -0.016752649760666295 0.00021834403341636894 0.024200211753095283 0.002823298261251743 0.012342846524329038 -0.0086783274653288774 0.0037472190297947491 0.019840878648070784 0.00062377045303542412 -0.013497339631974394
leaf_weight=53 63 53 76 98 79 78 53 69 63 76 138 55 1861 57 55 53
leaf_count=53 63 53 76 98 79 78 53 69 63 76 138 55 1861 57 55 53
internal_value=0 -0.00105366 0.00255116 0.00508304 -0.00200234 0.00472265 0.0044042 -0.00713958 0.00500222 0.012525 0.00453018 0.00399201 0.00434151 0.0112187 0.0066515 -0.00694006
internal_weight=0 324 271 2656 208 2558 2480 122 2358 139 2219 2054 1999 165 108 132
internal_count=2980 324 271 2656 208 2558 2480 122 2358 139 2219 2054 1999 165 108 132
is_linear=0
shrinkage=0.16829


Tree=4208
num_leaves=18
num_cat=0
split_feature=1 2 30 15 447 2 124 2 15 14 15 43 43 11 1 15 2
split_gain=25.6062 4.41098 2.3795 1.94028 1.7284 1.41136 1.27523 0.886541 0.633626 0.614896 0.588631 0.560154 0.501169 0.597583 1.15688 0.392021 0.366148
threshold=0.10921500000000002 0.14073000000000005 0.086055000000000006 -0.077474999999999988 0.089095000000000021 0.11621000000000002 -0.048219999999999992 0.11067500000000001 -0.38214499999999996 0.073890000000000011 -0.42075999999999997 -0.063379999999999978 -0.18906999999999999 1.0000000180025095e-35 0.10075500000000003 -0.0039399999999999991 0.094155000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 5 6 16 -2 -3 12 -9 -7 -8 14 -14 -5 -1
right_child=1 8 -4 15 -6 11 9 10 -10 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=0.0011363400689885117 0.00077971813694230167 0.00020243509020511724 1.8117274672730428e-05 0.00087910108707434944 0.00067686658381720295 0.0011917713644146253 0.0010472942871159944 0.00060448965192304879 -0.00025106594799340239 0.0015766851389934834 0.00013973070462639978 0.00076892996393700954 0.0013077771821326349 0.0015750667348115822 0.00090306992645769414 0.0012246152583540297 0.00075218651503879185
leaf_weight=53 88 60 59 90 56 59 89 53 76 87 68 83 1775 85 81 61 57
leaf_count=53 88 60 59 90 56 59 89 53 76 87 68 83 1775 85 81 61 57
internal_value=0 0.00046538 0.000632985 0.000733657 0.00125121 0.00126477 0.00128515 0.000527394 -5.07329e-05 0.00130319 0.000343594 0.000944866 0.00129145 0.00130263 0.00129013 0.00101891 0.000937599
internal_weight=0 555 419 360 2425 2369 2227 209 136 2117 121 142 2030 1941 1856 151 110
internal_count=2980 555 419 360 2425 2369 2227 209 136 2117 121 142 2030 1941 1856 151 110
is_linear=0
shrinkage=0.0032998


Tree=4209
num_leaves=16
num_cat=0
split_feature=40 10 40 147 160 10 47 159 50 160 160 40 160 160 124
split_gain=23.128 10.1305 7.40141 5.34755 2.45675 2.27444 2.2609 2.3992 1.65443 1.60243 1.3288 0.939639 0.549531 0.425857 0.380045
threshold=-0.034699999999999988 -0.00189 1.0000000180025095e-35 0.091170000000000015 0.083130000000000023 -1.0000000180025095e-35 0.12132000000000003 0.08894500000000001 -0.041284999999999995 -0.046544999999999996 -0.5335399999999999 -0.071054999999999993 0.22676500000000002 -0.087979999999999989 -0.073304999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 -1 7 8 -3 13 -10 14 -11 -9 -7
right_child=1 2 -4 -5 -6 11 -8 9 10 12 -12 -13 -14 -15 -16
leaf_value=0.0062990251557452645 0.0068189106481308616 0.0075876099867724072 0.0070177511438597453 0.0070735626669506738 0.00755417429642667 0.0070501092841747841 0.0074925482574382989 0.0077090847408413481 0.0085995835774899977 0.0078952586461725621 0.0081402313696724363 0.006684621613648893 0.008317062407311707 0.0072859874933372945 0.0074353873477432672
leaf_weight=57 78 59 77 59 80 71 70 62 74 126 1952 53 52 54 56
leaf_count=57 78 59 77 59 80 71 70 62 74 126 1952 53 52 54 56
internal_value=0 0.00799357 0.008029 0.00806003 0.00704967 0.00687922 0.00808379 0.00810117 0.00814093 0.00781906 0.00815703 0.00706275 0.00801868 0.00751243 0.00722027
internal_weight=0 2663 2585 2508 317 237 2449 2379 2085 294 2026 180 178 116 127
internal_count=2980 2663 2585 2508 317 237 2449 2379 2085 294 2026 180 178 116 127
is_linear=0
shrinkage=0.0032998


Tree=4210
num_leaves=21
num_cat=0
split_feature=2 12 15 16 2 2 1375 2 2 52 11 15 52 2 16 12 12 15 51 42
split_gain=28.8421 15.2436 7.11613 4.94151 3.47614 2.95514 1.61895 1.2132 1.82775 1.26665 1.02357 2.23926 1.32778 0.846286 0.886502 1.15552 0.800001 0.573648 0.282177 0.275447
threshold=0.13554000000000002 -1.0000000180025095e-35 -0.24511999999999998 -0.50720999999999983 0.10472500000000001 0.16993500000000003 -0.14589999999999997 0.094985000000000014 -1.0000000180025095e-35 -0.031059999999999997 1.0000000180025095e-35 0.039965000000000007 -0.22118499999999996 0.10615500000000001 0.20277000000000003 0.080635000000000012 0.087855000000000003 -0.23160499999999998 -0.034774999999999993 0.09087000000000002
decision_type=2 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 17 -5 8 -4 -9 13 12 -12 14 15 -8 -15 -2 -18 -16
right_child=5 3 7 6 -6 -7 10 9 -10 -11 11 -13 -14 16 19 -17 18 -19 -20 -21
leaf_value=0.00044119202564484278 0.00075314304597161113 0.0019736910809855842 0.001415567473614451 0.0015500052417160948 0.00093929217405433658 0.00020527748297052015 0.002452264229427778 0.00098047167435475879 0.0021775672477791761 0.0016815907426209473 0.0024112032739530618 0.002931897965879322 0.0017327088976761989 0.0016522310691583499 0.0019919372917374919 0.0021225308600276126 0.0019007330117712458 0.0011804913671226598 0.0021859097321732159 0.0017075732814176802
leaf_weight=78 57 73 70 56 69 75 127 57 68 56 75 53 55 84 121 1505 74 88 85 57
leaf_count=78 57 73 70 56 69 75 127 57 68 56 75 53 55 84 121 1505 74 88 85 57
internal_value=0 0.00197933 0.00131238 0.00206947 0.00147131 0.00073763 0.00210651 0.00158297 0.0017913 0.00132824 0.00212044 0.00235847 0.00212442 0.0020992 0.00212393 0.00214821 0.00191487 0.00101274 0.00205341 0.00190107
internal_weight=0 2763 329 2434 142 220 2292 251 138 113 2236 183 130 2053 1810 1632 243 145 159 178
internal_count=2983 2763 329 2434 142 220 2292 251 138 113 2236 183 130 2053 1810 1632 243 145 159 178
is_linear=0
shrinkage=0.0032998


Tree=4211
num_leaves=24
num_cat=0
split_feature=1 2 2 12 14 2 2 1 0 3 2 47 2 47 12 16 16 0 0 49 0 16 52
split_gain=23.5417 4.06676 3.55527 3.07691 2.49446 2.12077 1.71244 0.861046 1.59998 0.843579 0.717004 0.708741 1.25604 0.692979 0.921547 0.612053 0.866287 1.17608 0.530802 0.509017 0.484755 0.362891 0.245204
threshold=0.11690500000000002 0.10523 0.14132000000000003 0.086085000000000009 0.073890000000000011 -0.0050599999999999994 0.11891500000000001 0.092900000000000024 -0.12259499999999998 -0.011259999999999997 0.17553000000000005 0.078345000000000012 -1.0000000180025095e-35 0.080075000000000021 0.085280000000000009 0.20277000000000003 0.073820000000000011 -0.06952499999999999 -0.14720499999999997 0.095920000000000019 -0.07385499999999999 0.26711500000000005 0.10676000000000001
decision_type=2 2 2 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 9 7 -2 -7 13 -9 -3 -4 12 -10 15 -15 16 17 -1 -11 21 -14 22 -5
right_child=2 3 10 19 -6 6 -8 8 11 18 -12 -13 20 14 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0014608042703998778 0.00026199957553743825 0.00046324938395001755 0.00029685059764216051 0.0011546598210522274 0.0020025406662820878 0.0012791595271804169 0.00063472127645842081 0.0007461868179298852 0.00086235807549430625 0.0007614846472993634 -0.00020706203746257836 0.0016155309814745243 0.0012632746815931686 0.0019913217222051549 0.0014674550681107374 0.0011698779477294474 0.0018472850828830127 0.00099031383575602584 0.0011538480903166761 0.0011350997121234835 0.0016454228120371915 0.0016187607792404258 0.0014776114822704308
leaf_weight=1322 74 55 63 52 87 82 100 52 60 83 60 93 85 61 94 87 60 61 70 84 65 79 54
leaf_count=1322 74 55 63 52 87 82 100 52 60 83 60 93 85 61 94 87 60 61 70 84 65 79 54
internal_value=0 0.00139252 0.000512136 0.00111683 0.00145432 0.000733678 0.000925266 0.00143093 0.00128242 0.000815009 5.07532e-05 0.00137433 0.00126735 0.00146219 0.00167385 0.00144073 0.00145703 0.00144008 0.000941228 0.00135007 0.00142911 0.00144749 0.00131951
internal_weight=0 2604 379 477 2127 256 182 2040 355 208 123 303 210 1685 155 1530 1443 1383 153 269 150 185 106
internal_count=2983 2604 379 477 2127 256 182 2040 355 208 123 303 210 1685 155 1530 1443 1383 153 269 150 185 106
is_linear=0
shrinkage=0.0032998


Tree=4212
num_leaves=24
num_cat=0
split_feature=3 49 160 160 16 16 16 52 52 4 2 484 42 159 3 2 49 4 42 2 2 12 3
split_gain=1.08073 0.388435 0.467197 0.547343 0.522741 0.324602 0.704062 0.447724 0.592598 0.425094 0.389999 0.674364 0.379454 0.315765 0.293747 0.417717 0.287925 0.286791 0.268954 0.179413 0.109858 0.152717 0.0857127
threshold=0.3148450000000001 0.10322500000000003 0.051580000000000008 0.085305000000000006 -0.014854999999999998 0.066010000000000013 0.19384500000000002 -0.41694999999999993 -0.13047499999999998 -0.10701499999999999 0.084725000000000009 -0.060004999999999996 0.088185000000000013 -0.11380999999999998 -0.087674999999999989 0.090885000000000007 0.14914000000000002 0.00059000000000000014 0.08351500000000002 0.088135000000000005 0.11098000000000001 0.092475000000000016 -0.055389999999999988
decision_type=2 2 2 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 19 9 -7 20 -9 -1 11 -11 -13 -12 -3 -16 22 -15 -6 -5 21 -8 -17
right_child=-2 14 3 4 18 6 7 8 -10 10 13 12 -14 17 15 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00044260036013464452 -0.0042053078220488302 0.017886941841155895 0.031643149887516063 0.031666276335856419 0.0037884688852480673 0.031472300595774168 0.022302990284244404 -0.0069227331822839314 0.016332744012429054 -0.0012025166300554239 0.020551321482182878 0.020667567652025036 0.011879151028818992 0.011944111136474509 -0.0081061985725840672 0.009411078720006967 -0.0014388395888278174 0.0057762993345363851 0.017267115841748219 0.019195870565264977 0.02551080625676003 0.010457987592731813 0.018606917928131652
leaf_weight=83 101 62 83 52 93 82 63 55 71 59 86 401 215 642 54 67 53 322 77 92 56 62 52
leaf_count=83 101 62 83 52 93 82 63 55 71 59 86 401 215 642 54 67 53 322 77 92 56 62 52
internal_value=0 0.013492 0.0141438 0.0194663 0.0162419 0.0131812 0.0176018 0.0138911 0.00616729 0.0122291 0.0127952 0.0159567 0.0176031 0.010761 0.00761493 0.00478899 0.00884793 0.00988577 0.00990407 0.0237116 0.0192579 0.0164422 0.0134445
internal_weight=0 2882 2594 397 314 2197 389 307 126 1808 1725 675 616 1050 288 226 172 964 170 144 181 125 119
internal_count=2983 2882 2594 397 314 2197 389 307 126 1808 1725 675 616 1050 288 226 172 964 170 144 181 125 119
is_linear=0
shrinkage=0.16829


Tree=4213
num_leaves=26
num_cat=0
split_feature=1 12 2 2 2 2 1 11 13 13 2 2 160 0 159 42 1212 133 481 42 0 13 42 12 12
split_gain=30.0449 5.22523 4.3673 3.59365 2.01977 2.88921 1.53027 1.26927 1.12526 0.922567 0.920714 0.521059 0.515016 0.404961 0.29941 0.29217 0.345275 0.831046 0.451315 0.211526 0.209026 0.600411 0.235268 0.199039 0.144607
threshold=0.11690500000000002 0.056995000000000011 0.16730000000000003 0.10656 -0.0050599999999999994 0.11891500000000001 0.093575000000000019 1.0000000180025095e-35 -0.0073899999999999999 -0.004409999999999999 0.097005000000000022 0.098655000000000007 -0.0096749999999999978 -0.14606999999999998 0.11346000000000002 0.109255 1.0000000180025095e-35 0.0029250000000000005 -0.082509999999999986 0.11807500000000001 -0.089594999999999994 -0.079199999999999979 -0.061474999999999995 -0.0066799999999999993 0.11005500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 -2 -6 12 11 -7 -8 -9 14 -1 -5 15 16 18 -18 -3 -17 -13 -22 -23 -14 -24
right_child=2 7 -4 13 5 8 9 10 -10 -11 -12 20 23 -15 -16 19 17 -19 -20 -21 21 22 24 -25 -26
leaf_value=0.0022783931365263806 0.00069285481032563278 0.0024251875117029908 0.00023006084079517478 0.0011744728271883926 0.0018207477898397923 0.00080367665320661902 0.0013774282666777983 0.0025524385060760645 0.001365201463521382 0.0019051100762073579 0.0021065427270744747 0.0017317389431059113 0.0020812493891501204 0.0014864906236362945 0.0018263906601642102 0.0017693027244256058 0.0020842077419221542 0.0016142128005284979 0.002111243229618347 0.0020549106425649328 0.0022809552361675793 0.002039353553968848 0.0016817454894022259 0.0018189577216170822 0.0019175590034554209
leaf_weight=89 74 54 65 84 82 87 72 102 71 74 103 53 67 103 52 54 208 52 1059 67 53 68 66 67 57
leaf_count=89 74 54 65 84 82 87 72 102 71 74 103 53 67 103 52 54 208 52 1059 67 53 68 66 67 57
internal_value=0 0.00200388 0.00100928 0.00171982 0.00117047 0.00131759 0.0019089 0.00208098 0.00105623 0.00164512 0.00232857 0.00205342 0.00208144 0.00134652 0.00207802 0.00208676 0.00210075 0.00199034 0.00212651 0.00192774 0.0019252 0.00196708 0.0018798 0.00195037 0.00179131
internal_weight=0 2604 379 556 314 240 369 2048 158 146 205 1843 223 187 1546 1494 1373 260 1113 121 297 244 191 134 123
internal_count=2983 2604 379 556 314 240 369 2048 158 146 205 1843 223 187 1546 1494 1373 260 1113 121 297 244 191 134 123
is_linear=0
shrinkage=0.0032998


Tree=4214
num_leaves=15
num_cat=0
split_feature=39 147 14 16 160 160 49 14 123 39 123 475 16 16
split_gain=7.18345 3.54401 3.63349 2.80205 1.89989 1.78273 1.3296 1.06546 0.683935 0.561604 0.57601 0.467734 0.243092 0.138408
threshold=0.093225000000000016 0.090425000000000019 -0.31893999999999995 -0.26194999999999996 0.08234000000000001 -0.014565 0.10960000000000002 0.073890000000000011 0.080635000000000012 0.12081000000000001 0.087855000000000016 0.0072950000000000003 -0.008454999999999999 -0.47730499999999992
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 11 10 -2 -5 -8 -7
right_child=9 -3 3 6 -6 13 12 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.00059770540758643728 0.0010610472998096199 0.00072253990770985337 0.0013979556362291453 0.0014506154648271424 0.0015625822066201299 0.00084795866514284282 0.00097803544084558674 0.0018409986856867929 0.0011783498216484539 0.00042326905714527423 0.00058914038175551884 0.0017402007437990314 0.0012477047175448262 0.00064899583051634827
leaf_weight=63 54 92 69 1943 74 92 59 78 100 63 60 64 103 69
leaf_count=63 54 92 69 1943 74 92 59 78 100 63 60 64 103 69
internal_value=0 0.00136029 0.00138189 0.00140052 0.00110194 0.000953575 0.00143918 0.00146062 0.00144652 0.000674471 0.000812984 0.00145987 0.00114971 0.000762908
internal_weight=0 2806 2714 2651 304 230 2347 2185 2107 177 114 2007 162 161
internal_count=2983 2806 2714 2651 304 230 2347 2185 2107 177 114 2007 162 161
is_linear=0
shrinkage=0.0032998


Tree=4215
num_leaves=18
num_cat=0
split_feature=4 11 1429 1429 51 159 48 4 1 1 1 10 49 483 1456 13 1
split_gain=0.756693 0.559383 0.490679 0.500404 0.620353 0.436748 0.419423 0.413516 0.389281 0.3763 0.297304 0.719921 0.511377 0.289523 0.286174 0.252323 0.248447
threshold=0.26546000000000003 0.089795000000000014 0.086185000000000012 0.026145000000000005 -0.085184999999999983 0.085345000000000018 -0.072384999999999991 0.51326500000000019 0.11406500000000001 0.10575500000000002 0.09772500000000002 -0.0088449999999999987 -0.066414999999999988 -0.091559999999999989 -0.013064999999999998 -0.078924999999999981 0.13216000000000003
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 8 -1 -7 9 -2 13 -12 -13 -8 -15 -4 -10
right_child=5 -3 15 4 -6 7 10 -9 16 -11 11 12 -14 14 -16 -17 -18
leaf_value=0.026561698285430278 0.00038573381564559878 0.03019875220292053 0.016186688355472389 -0.006754831722469103 0.016057693356425103 0.025191776429851515 0.026188667851366299 0.0049616654291062606 -0.011122339094500012 0.020571228145187991 0.027378664207922787 -0.0064266098781460982 0.0099009276230773401 0.0068848378850618593 0.014902966857791708 0.031083030624797732 0.0027118836481057505
leaf_weight=75 53 63 61 74 62 57 60 58 62 52 55 68 268 138 1572 70 90
leaf_count=75 53 63 61 74 62 57 60 58 62 52 55 68 268 138 1572 70 90
internal_value=0 0.0145118 0.0141163 0.0135608 0.00363179 0.00638099 0.0141639 0.0150044 0.00251529 0.0103995 0.0137328 0.00951986 0.0065912 0.0146624 0.0142569 0.0241603 -0.0029192
internal_weight=0 2566 2503 2372 136 372 2236 115 257 105 2161 391 336 1770 1710 131 152
internal_count=2938 2566 2503 2372 136 372 2236 115 257 105 2161 391 336 1770 1710 131 152
is_linear=0
shrinkage=0.16829


Tree=4216
num_leaves=20
num_cat=0
split_feature=4 2 2 123 14 52 52 42 42 1429 49 151 49 15 4 2 2 15 15
split_gain=15.1992 4.99749 3.43711 2.78113 2.27457 1.75107 1.53268 0.772239 0.655593 0.650368 0.57362 0.498434 0.957061 0.954735 0.78721 0.449264 0.34457 0.288381 0.223326
threshold=0.27258000000000004 0.10859000000000001 0.14073000000000005 1.0000000180025095e-35 0.073890000000000011 -0.41694999999999993 0.047345000000000005 0.090295000000000014 0.090775000000000008 -0.086159999999999987 -1.0000000180025095e-35 0.063570000000000015 -0.029519999999999998 -0.088709999999999983 0.046185000000000004 -0.007134999999999999 0.11558500000000001 0.0047550000000000005 -0.075094999999999981
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 4 9 -3 8 10 18 -1 -2 12 13 -11 -14 -5 -12 -8 -7
right_child=2 5 -4 15 -6 6 17 -9 -10 11 16 -13 14 -15 -16 -17 -18 -19 -20
leaf_value=0.0019917210655543169 0.00083131358431055076 0.001628230578691127 0.00016475450700362805 0.00090193110289709365 0.0021968854834838714 0.00058376187534768976 0.0012222476149526353 0.00069571491314526508 0.0011605621498903037 0.0010067042350634884 0.0013538414965745104 0.0019282711903599917 0.0016554557052993295 0.001556574550457609 0.0014289652268554269 0.0013101499202245361 0.0010057297996182595 0.0015406439354934559 0.00088355236110074394
leaf_weight=53 62 88 70 52 80 52 67 73 66 55 81 56 1557 94 190 70 52 61 59
leaf_count=53 62 88 70 52 80 52 67 73 66 55 81 56 1557 94 190 70 52 61 59
internal_value=0 0.00156053 0.000816454 0.00162162 0.00165 0.00121733 0.00109867 0.000986543 0.000899168 0.00162816 0.00109524 0.00161827 0.00160909 0.00135384 0.00163084 0.00113644 0.001218 0.00137426 0.000743427
internal_weight=0 2600 338 2207 2085 393 305 268 177 2005 195 1952 1896 149 1747 122 133 128 111
internal_count=2938 2600 338 2207 2085 393 305 268 177 2005 195 1952 1896 149 1747 122 133 128 111
is_linear=0
shrinkage=0.0032998


Tree=4217
num_leaves=20
num_cat=0
split_feature=1 12 1 4 4 14 160 1 12 4 52 42 49 4 4 42 43 15 42
split_gain=27.6597 4.45783 3.07066 2.31408 2.21765 2.00268 1.90531 1.206 0.951765 0.89366 0.914219 0.858513 0.767762 0.761145 0.675317 0.714911 0.529919 0.483046 0.425943
threshold=0.10442000000000001 0.088325000000000015 0.13130500000000003 0.24099500000000004 -0.16236499999999995 0.064610000000000015 -0.064339999999999994 0.13991000000000003 -0.089649999999999994 0.42405000000000009 -0.072144999999999987 0.12334500000000002 -0.091004999999999989 -0.032169999999999997 0.046185000000000004 -0.012479999999999998 -0.0030799999999999998 -0.07879499999999999 0.08955500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 13 5 -2 8 -6 9 -1 10 -8 12 -10 -3 16 -16 -14 -12 -15
right_child=1 2 -4 -5 6 -7 7 -9 11 -11 17 -13 14 18 15 -17 -18 -19 -20
leaf_value=0.0013398236000506203 0.0014018048473216525 0.0018971483642512366 0.00067538121387270976 0.0011990071764053018 0.0010576387483570177 0.0022501205718944389 0.00088320704402697749 0.00012090385939552671 0.0020788665183888826 0.0010247188452991293 0.00056188399171809697 0.0013435060834693809 0.0018005895934862914 0.0016305959188576155 0.0012289839962939426 0.0016876790233194322 0.0016764335847340105 0.00012285720134933069 0.0012218796297138442
leaf_weight=67 52 52 57 87 103 84 53 61 77 52 58 58 1170 53 55 118 568 52 61
leaf_count=67 52 52 57 87 103 84 53 61 77 52 58 58 1170 53 55 118 568 52 61
internal_value=0 0.000958312 0.00133727 0.00172811 0.000762159 0.00174905 0.000674304 0.00053112 0.00172912 0.000647344 0.000526738 0.00174185 0.00175345 0.00156433 0.00174032 0.00154205 0.00176003 0.000354664 0.00141221
internal_weight=0 654 223 2284 431 2197 379 276 2113 215 163 2046 1988 166 1911 173 1738 110 114
internal_count=2938 654 223 2284 431 2197 379 276 2113 215 163 2046 1988 166 1911 173 1738 110 114
is_linear=0
shrinkage=0.0032998


Tree=4218
num_leaves=25
num_cat=0
split_feature=1 3 14 4 4 13 3 0 0 1 16 1 160 0 3 52 3 483 1447 52 13 40 1 402
split_gain=27.6305 5.86572 1.96559 1.75786 1.68291 1.60939 1.17538 1.13576 1.36823 1.10943 0.977164 0.819742 0.745391 0.729105 0.613276 0.601272 0.695656 0.527225 0.429919 0.427762 0.393529 0.351671 0.322386 0.421048
threshold=0.10442000000000001 -0.049204999999999992 0.056865000000000006 0.41377500000000006 0.036605000000000006 -1.0000000180025095e-35 0.10166000000000001 -0.11073999999999999 -0.077809999999999976 0.14293000000000003 -0.037309999999999989 1.0000000180025095e-35 0.083130000000000023 -0.097774999999999987 -0.080454999999999985 -0.11480999999999998 -0.082094999999999987 -0.0064649999999999994 -0.085574999999999984 0.0062600000000000008 -0.05461499999999999 -0.065259999999999999 0.096770000000000009 0.088470000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 7 9 -7 10 13 19 -1 14 22 -9 -6 -2 -17 -15 -19 21 -16 -3 23 -10
right_child=1 5 -4 -5 11 6 -8 8 12 -11 -12 -13 -14 17 20 16 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=0.00088105395428793917 0.0015435142679514106 0.00052703231991036055 0.0019959241037258214 0.00065491459056678714 0.0015919504361617542 0.00039182850461617213 0.0010089453098619668 0.0019898703282598823 0.0013799640003419452 -7.7034215847128685e-05 0.0015144616085332684 0.00096737641902902864 0.0010587523453081476 0.0018448286842687425 0.0013704975131286546 0.0008903327657446016 0.0014255196477638223 0.0012977428679055829 0.0015842676948057135 0.00070312743785085172 0.0010291186606804959 0.00021813629862363633 0.0016625556662674614 0.0016963006126208145
leaf_weight=55 72 77 85 60 81 54 90 52 401 54 52 79 60 82 95 55 52 62 996 55 62 85 69 53
leaf_count=55 72 77 85 60 81 54 90 52 401 54 52 79 60 82 95 55 52 62 996 55 62 85 69 53
internal_value=0 0.00073298 0.00150236 0.00114489 0.00148326 0.000495674 0.000777771 0.00152082 0.00154079 0.000345647 0.00118921 0.00126019 0.00140929 0.00160507 0.00135723 0.00130893 0.00115075 0.00158749 0.00156751 0.000450993 0.00123591 0.000365175 0.00144944 0.00141697
internal_weight=0 654 2284 239 2199 415 144 1882 1775 271 107 317 583 1192 238 179 107 1140 1058 217 157 162 523 454
internal_count=2938 654 2284 239 2199 415 144 1882 1775 271 107 317 583 1192 238 179 107 1140 1058 217 157 162 523 454
is_linear=0
shrinkage=0.0032998


Tree=4219
num_leaves=24
num_cat=0
split_feature=1 3 39 9 39 3 3 3 1 150 43 3 3 1452 3 1 159 43 3 43 3 160 43
split_gain=27.792 5.77299 2.68258 1.21097 1.55854 1.38067 0.993839 0.844705 0.83094 0.751986 2.10254 0.702525 0.589898 0.688645 0.687863 0.57136 0.53452 0.676983 0.34025 0.308219 0.293453 0.367712 0.176282
threshold=0.10442000000000001 -0.049204999999999992 0.0047850000000000011 -1.0000000180025095e-35 0.089155000000000012 0.143375 0.090170000000000014 0.10402500000000002 0.088035000000000016 0.083435000000000023 -0.048179999999999994 -0.085549999999999973 -0.082294999999999993 0.08234000000000001 0.083395000000000011 0.121715 0.091625000000000026 -0.48891499999999993 -0.082879999999999995 -0.062434999999999997 -0.06533499999999999 -0.072489999999999985 -0.011534999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 7 -3 5 6 -5 9 -4 12 11 -11 13 16 20 18 17 -1 -2 -6 21 -14 -22
right_child=1 3 8 4 19 -7 -8 -9 -10 10 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 22 -23 -24
leaf_value=0.0019708214406348483 0.0011651420709007131 0.00014179885727237966 0.0013402447307068455 0.00065025585656066775 0.00011658329532578784 0.0004672962413603453 0.0012253152567440659 0.0011709379211115856 0.00080628910171034768 0.0014154927280231489 0.0009119294258794436 0.0019304960861408044 0.0016670889078017601 0.002015588399493483 0.001826104060011411 0.00094208911656024508 0.0018891600874520326 0.0015824861333431067 0.0014797521827185818 0.0004670409349259355 0.0012234923977429144 0.0014927391309183548 0.0014641576790747784
leaf_weight=53 98 72 64 57 56 98 78 58 64 67 68 52 182 55 83 78 82 781 63 54 56 527 92
leaf_count=53 98 72 64 57 56 98 78 58 64 67 68 52 182 55 83 78 82 781 63 54 56 527 92
internal_value=0 0.00076692 0.00153854 0.000531491 0.00061319 0.000766114 0.000982773 0.00156613 0.00107354 0.00157704 0.00137597 0.00164083 0.0015967 0.00165422 0.00153724 0.00117557 0.00163249 0.00160721 0.00128847 0.000288946 0.00150923 0.00153754 0.00137333
internal_weight=0 654 2284 415 343 233 135 2156 128 2098 187 119 1911 971 940 239 916 834 161 110 857 709 148
internal_count=2938 654 2284 415 343 233 135 2156 128 2098 187 119 1911 971 940 239 916 834 161 110 857 709 148
is_linear=0
shrinkage=0.0032998


Tree=4220
num_leaves=28
num_cat=0
split_feature=4 12 13 12 4 52 12 41 52 160 12 43 4 16 16 11 16 475 12 402 13 43 16 16 4 4 16
split_gain=41.2551 10.0634 4.32243 3.10211 1.43834 1.40869 1.36831 1.53134 1.22114 1.18798 0.945502 0.857772 0.707513 0.671722 0.634892 0.588789 0.565913 0.560842 0.478327 0.450442 0.491628 0.38566 0.353241 0.309091 0.261607 0.212922 0.0656479
threshold=0.31392000000000003 0.056995000000000011 -0.00027999999999999998 0.11878500000000002 -0.029079999999999998 -0.0094049999999999984 0.089765000000000025 0.075585000000000013 -0.08799499999999999 0.0012900000000000001 -1.0000000180025095e-35 -0.034774999999999993 0.036605000000000006 -0.019749999999999993 -0.49353499999999995 0.08184000000000001 -0.083269999999999997 -0.0043899999999999989 0.099170000000000022 0.086385000000000003 -0.091849999999999987 -0.06512999999999998 -0.10750499999999999 -0.014854999999999998 -0.081664999999999988 -0.077044999999999988 -0.53870999999999991
decision_type=2 2 2 2 2 2 2 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 17 8 7 19 -1 13 14 -5 15 -6 -2 16 25 -4 26 20 -3 -18 -14 -22 -21 -8 -12
right_child=10 3 4 11 9 -7 12 -9 -10 -11 18 -13 22 -15 -16 -17 21 -19 -20 24 23 -23 -24 -25 -26 -27 -28
leaf_value=0.0012634963935065004 0.00069685861279688145 0.001807656416163648 0.0021978081445202607 0.0011594853975892896 0.001979587170081714 0.0014695870244160652 0.0022735274483704371 0.00258660149298348 0.00067791640085971476 0.0011130848640835583 0.0010040438035121349 0.0017433698240839491 0.0019067729308205874 0.0014521545825257199 0.00026361369608900745 0.0022584241608588828 0.0019758072728165155 0.0017835048736566566 0.00053504975708215056 0.0020785903492687853 0.0021156935830968803 0.001800617538549423 0.0015902531840145048 0.0019743330595091246 0.0023730756463397553 0.0020022229062357103 0.00083805328790494474
leaf_weight=76 61 100 69 58 55 98 60 64 80 52 52 53 66 52 94 66 265 77 54 66 428 302 99 298 73 76 62
leaf_count=76 61 100 69 58 55 98 60 64 80 52 52 53 66 52 94 66 265 77 54 66 428 302 99 298 73 76 62
internal_value=0 0.00187043 0.00147723 0.00197639 0.00174226 0.00115885 0.00200678 0.00209016 0.000963425 0.00152415 0.000620716 0.00143859 0.00191489 0.00172359 0.000434344 0.00195729 0.00192896 0.00197955 0.000792457 0.0020572 0.00202749 0.00188256 0.00171707 0.00205772 0.0022335 0.00212218 0.000914077
internal_weight=0 2633 559 2074 305 254 1963 1029 156 159 323 111 934 107 155 769 703 146 168 965 826 567 165 726 139 136 114
internal_count=2956 2633 559 2074 305 254 1963 1029 156 159 323 111 934 107 155 769 703 146 168 965 826 567 165 726 139 136 114
is_linear=0
shrinkage=0.0032998


Tree=4221
num_leaves=19
num_cat=0
split_feature=2 30 0 12 41 1 13 49 49 49 48 12 49 4 12 150 401 13
split_gain=1.24425 0.724111 0.694516 0.652849 0.457854 0.415505 0.466166 0.376135 0.675234 0.632077 0.606514 0.502105 0.425282 0.422464 0.384373 0.381675 0.419724 0.204676
threshold=0.12026500000000001 0.086220000000000019 -0.0088049999999999986 -0.088684999999999986 0.082560000000000008 0.10749500000000002 -0.043279999999999992 0.084735000000000019 0.10449500000000002 0.11869 0.078735000000000013 0.085785000000000014 0.0033550000000000003 0.27258000000000004 0.089995000000000006 0.11016500000000001 0.021890000000000003 -0.068759999999999988
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 -5 -7 12 10 -10 11 -9 13 15 -13 16 -1 -11
right_child=2 -3 -4 5 -6 6 -8 8 9 17 -12 14 -14 -15 -16 -17 -18 -19
leaf_value=0.016177037917326675 0.026193751020340772 0.00041320973680033374 -0.011245908475496164 0.017383393761880531 0.030312877325189804 -0.0077735913924683146 0.0099250645383785613 0.0094198647292926384 0.0039975434613247754 0.015928306984244776 0.042267801208575644 0.039037122267208346 0.0027848484523603353 0.0061746993708042472 0.019724288182139803 0.031136610233251982 0.024147763508134124 0.030967994103887557
leaf_weight=1607 56 69 52 65 82 80 89 54 87 52 63 57 62 98 61 57 213 52
leaf_count=1607 56 69 52 65 82 80 89 54 87 52 63 57 62 98 61 57 213 52
internal_value=0 0.0174508 0.00664745 0.00986211 0.017912 0.005946 0.00153637 0.0174984 0.0220587 0.0146073 0.0281074 0.0229103 0.0165438 0.0169748 0.0290686 0.0175377 0.0171109 0.0234654
internal_weight=0 2614 342 290 2545 234 169 2463 426 191 235 172 2037 1975 118 1877 1820 104
internal_count=2956 2614 342 290 2545 234 169 2463 426 191 235 172 2037 1975 118 1877 1820 104
is_linear=0
shrinkage=0.16829


Tree=4222
num_leaves=18
num_cat=0
split_feature=4 1375 16 15 43 133 15 47 16 133 47 15 16 4 160 43 16
split_gain=0.802572 0.488081 0.441074 0.621133 0.740419 0.402969 0.382092 0.406427 0.331989 0.323132 0.30315 0.438849 0.46049 0.426003 0.334781 0.129405 0.0554008
threshold=0.27258000000000004 -0.082654999999999992 -0.14463999999999996 -0.052984999999999997 -1.0000000180025095e-35 0.086750000000000008 -0.14051999999999998 0.11224000000000002 -0.50318999999999992 0.024055000000000003 0.07813500000000001 -0.10059999999999998 -0.11082499999999999 0.03851000000000001 -0.11201999999999999 -0.072594999999999979 0.092980000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 9 10 -6 -3 11 -8 14 -14 -13 -12 -9
right_child=2 6 -4 -5 8 -7 7 16 -10 -11 15 12 13 -15 -16 -17 -18
leaf_value=0.0022144577076035803 -0.0073843673204462817 0.028933896138824654 -0.0057531371429076069 -0.0063061107104946772 0.013600351534364671 0.013361455789198545 0.00060640124971022538 0.00043059266246490432 0.032343244657797393 0.013490577325998926 0.018150029308538731 0.033373778080352662 0.014561643686809825 0.0032949448057189371 0.018115998871548997 0.028573025549668295 0.0079453018187980798
leaf_weight=89 52 98 73 59 54 54 64 52 54 64 85 57 1734 101 147 58 61
leaf_count=89 52 98 73 59 54 54 64 52 54 64 85 57 1734 101 147 58 61
internal_value=0 0.0144865 0.00585159 0.00896127 0.0131789 0.00316731 0.014919 0.014374 0.0229884 0.0228439 0.0148698 0.0143576 0.0147883 0.0139425 0.022388 0.0223901 0.0045031
internal_weight=0 2610 346 273 214 106 2521 2359 108 162 2246 2103 2039 1835 204 143 113
internal_count=2956 2610 346 273 214 106 2521 2359 108 162 2246 2103 2039 1835 204 143 113
is_linear=0
shrinkage=0.16829


Tree=4223
num_leaves=17
num_cat=0
split_feature=2 40 151 133 150 151 133 133 41 4 1212 133 2 151 43 2
split_gain=0.732693 0.455897 0.362709 0.671119 0.423592 0.61954 0.35103 0.58881 0.513694 0.495092 0.302677 0.321827 0.294463 0.179693 0.166572 0.206447
threshold=0.14132000000000003 1.0000000180025095e-35 0.077805000000000013 0.081310000000000007 0.086765000000000023 -0.012264999999999998 -0.068504999999999996 -0.035699999999999989 0.082560000000000008 -0.4950449999999999 0.086030000000000009 -0.086034999999999986 0.090695000000000012 -0.081639999999999976 -0.054204999999999996 0.15806500000000004
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 13 10 -8 9 -9 11 12 -1 -6 -2 -16
right_child=14 -3 3 -5 5 -7 7 8 -10 -11 -12 -13 -14 -15 15 -17
leaf_value=0.01623307650931596 0.0069918883244230795 -0.0016155910571005521 0.034583374047197024 0.0079781955777135545 0.0056106369496616961 -0.011400031574249948 -0.0060794834662475277 0.022007191027943598 0.02840198529082108 0.010667008417279817 0.027138835474887334 0.025663554103117051 0.006228161056768061 0.017794834832975212 -0.011177046660838271 0.0038019718749566019
leaf_weight=250 69 69 56 52 99 52 53 117 52 1673 65 66 126 53 52 52
leaf_count=250 69 69 56 52 99 52 53 117 52 1673 65 66 126 53 52 52
internal_value=0 0.0118702 0.0122137 0.0217901 0.0118161 0.00444009 0.0124418 0.0113864 0.0118899 0.0114092 0.0163831 0.0147973 0.0128851 0.00987089 0.000571887 -0.00367026
internal_weight=0 2783 2714 108 2606 204 2402 1895 1842 1790 507 442 376 152 173 104
internal_count=2956 2783 2714 108 2606 204 2402 1895 1842 1790 507 442 376 152 173 104
is_linear=0
shrinkage=0.16829


Tree=4224
num_leaves=30
num_cat=0
split_feature=1 12 1 1 150 0 123 12 14 0 0 12 15 1 159 0 15 12 12 13 13 13 133 43 15 1213 12 15 16
split_gain=34.5833 5.16202 4.92964 2.3934 2.84438 1.47982 1.41093 1.02921 0.881697 0.865829 0.786827 0.798046 0.646418 0.84908 0.73987 0.61556 1.06387 0.571066 0.478185 0.489198 0.433607 0.395949 0.385584 0.383251 0.362622 0.337547 0.293959 0.393424 0.157905
threshold=0.10678000000000001 0.085075000000000026 0.12988000000000002 0.090485000000000024 1.0000000180025095e-35 0.11160500000000002 0.08901000000000002 0.089765000000000025 0.073890000000000011 0.035525000000000008 -0.06952499999999999 0.10682000000000001 -0.26361999999999991 0.11329500000000002 0.091130000000000017 -0.11073999999999999 -0.097794999999999979 0.098785000000000012 0.086815000000000017 -0.077614999999999976 -0.052124999999999998 -0.08811999999999999 0.11330000000000001 -0.073079999999999992 0.10247000000000002 0.036805000000000011 0.091585000000000014 -0.039149999999999997 -0.081324999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 17 5 9 7 12 8 15 18 24 -12 14 -14 -2 16 -1 -3 -5 -20 -21 -15 25 -8 26 -17 28 -28 -9
right_child=1 2 -4 4 -6 -7 23 10 -10 -11 11 -13 13 21 -16 22 -18 -19 19 20 -22 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=0.0021210951714060676 0.00046244722374695331 0.0019794820518251343 0.0006498368222815549 0.0015559116616855732 0.0011823580932325591 0.0014709713386939197 0.0002948178435983689 0.0019496825382993084 0.0023962904441842681 0.0022111893571040873 0.0014785995902446376 0.0019510692055364669 0.00078606065946424774 0.0010204765233573457 0.0009961616929565608 0.0020372119006684597 0.0014822841054151882 0.001562828942684781 0.0020660732257856878 0.0014888622968807399 0.0018799227281847686 0.0014113712508964675 0.0017728548591155742 0.00069520955872461466 0.0016789778075742068 0.0022277355237995673 0.0019042814259423563 0.0021340376646504754 0.0016855854923130049
leaf_weight=55 55 79 58 89 93 64 53 54 73 56 94 68 78 53 59 809 60 68 74 52 81 63 55 52 52 121 161 175 52
leaf_count=55 55 79 58 89 93 64 53 54 73 56 94 68 78 53 59 809 60 68 74 52 81 63 55 52 52 121 161 175 52
internal_value=0 0.00103715 0.00146543 0.00191501 0.00169668 0.00196632 0.00082448 0.00198363 0.00204252 0.00183247 0.00187829 0.00167714 0.000937219 0.00105353 0.000738977 0.00201901 0.00178811 0.00178698 0.0017607 0.00184857 0.00172729 0.00123308 0.00204593 0.000493443 0.00194418 0.00206204 0.00197531 0.00202405 0.00182046
internal_weight=0 618 205 2338 445 1893 413 1829 1173 352 656 162 308 194 114 1100 115 147 296 207 133 116 985 105 494 930 442 336 106
internal_count=2956 618 205 2338 445 1893 413 1829 1173 352 656 162 308 194 114 1100 115 147 296 207 133 116 985 105 494 930 442 336 106
is_linear=0
shrinkage=0.0032998


Tree=4225
num_leaves=18
num_cat=0
split_feature=4 159 457 151 159 51 1446 4 4 4 11 4 13 12 50 16 4
split_gain=0.758699 0.611592 0.545576 0.517407 0.456375 0.573472 0.842197 0.417129 0.372683 0.344473 0.535483 0.341127 0.326258 0.300379 0.291235 0.26471 0.148406
threshold=0.26846000000000009 0.085345000000000018 0.084670000000000009 -0.068254999999999996 0.11544000000000001 0.10934000000000001 0.10324000000000001 0.51367000000000018 0.5124550000000001 -0.51323499999999989 0.07677500000000001 -0.17568999999999999 -0.023739999999999997 1.0000000180025095e-35 -0.13887999999999998 -0.010034999999999999 0.41823000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 4 15 5 6 9 -3 13 -1 14 -12 -7 16 -11 -4 -2
right_child=1 7 3 -5 -6 12 -8 -9 -10 10 11 -13 -14 -15 -16 -17 -18
leaf_value=-7.0970168501139629e-05 -0.0059186661376412044 0.023830338631360252 0.017642206764032695 -0.011198651700788025 0.00025014004483753227 0.010805997540290189 0.034868470277262038 0.0032435779702438363 0.010049615670660051 0.023965829508721229 0.015486849746265297 0.034762031654589187 -0.0032469632251635218 -0.014095996737277581 0.012470231032947173 0.001583756138077455 0.0062787849194379033
leaf_weight=54 57 57 53 53 84 96 52 55 61 65 52 53 91 67 1826 65 56
leaf_count=54 57 57 53 53 84 96 52 55 61 65 52 53 91 67 1826 65 56
internal_value=0 0.00345996 0.0117932 0.00259914 0.0124549 0.012902 0.0136969 0.0137368 -0.00130855 0.013159 0.0135178 0.0252333 0.00395778 -0.00516769 0.0128663 0.00881168 0.000110189
internal_weight=0 353 2544 171 2373 2289 2102 112 241 2050 1996 105 187 180 1891 118 113
internal_count=2897 353 2544 171 2373 2289 2102 112 241 2050 1996 105 187 180 1891 118 113
is_linear=0
shrinkage=0.16829


Tree=4226
num_leaves=12
num_cat=0
split_feature=124 147 123 1447 1447 41 15 39 0 49 41
split_gain=0.660796 0.492783 0.46811 0.43792 0.928709 0.418667 0.393483 0.291206 0.351812 0.306909 0.179514
threshold=-0.078224999999999989 0.09414500000000002 0.088305000000000008 -0.085804999999999979 -0.083839999999999984 0.079395000000000007 -0.10566999999999999 0.098380000000000009 0.14054500000000003 -0.068409999999999985 0.093830000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 -5 7 -1 8 9 -6 -7
right_child=1 -3 -4 4 5 10 -8 -9 -10 -11 -12
leaf_value=-0.007021270758400134 -0.0010730007351144395 -0.0052733502438522244 -0.014077589632644858 0.032705796705049757 0.003970669483414309 -0.0054124833361544724 0.010922819722106722 0.00064465955498579453 0.024392313184880266 0.011092081317114602 0.0076510608247777846
leaf_weight=54 97 61 52 52 188 68 96 83 53 2040 53
leaf_count=54 97 61 52 52 188 68 96 83 53 2040 53
internal_value=0 0.00966109 -0.000309865 0.0100076 0.010432 0.00996518 0.00445097 0.0104594 0.0108157 0.010492 0.000294717
internal_weight=0 2695 202 2634 2537 2485 150 2364 2281 2228 121
internal_count=2897 2695 202 2634 2537 2485 150 2364 2281 2228 121
is_linear=0
shrinkage=0.16829


Tree=4227
num_leaves=18
num_cat=0
split_feature=3 12 1447 1444 41 0 0 3 3 0 39 52 133 39 0 133 12
split_gain=0.384081 0.432976 0.383209 0.656313 0.462173 0.352289 0.544837 0.373735 0.370992 0.345413 0.335009 0.27435 0.229596 0.219535 0.143125 0.117683 0.0274831
threshold=0.11745500000000002 -0.073629999999999987 -0.085804999999999979 -0.077589999999999978 0.079885000000000025 -0.079249999999999987 -0.080064999999999983 -0.12711499999999995 -0.24190499999999995 -0.064994999999999983 0.089030000000000012 -0.025999999999999995 -0.14811499999999997 0.086175000000000015 -0.19166999999999998 0.089725000000000013 0.086535000000000015
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 7 -5 -7 11 13 -2 -10 -1 -13 -12 -6
right_child=9 2 3 4 16 8 -8 -9 12 -11 15 14 -14 -15 -16 -17 -18
leaf_value=0.0011825707986226086 0.0071139773687380684 -0.0018064567061619084 0.027847546262901604 0.023973248130094434 0.00048479346537732404 0.019812264358155703 0.027536207495408388 0.0096388938710618086 -0.0048473813949634088 0.012510176951114423 -0.0075547810296544143 -0.014061417218232657 0.0064056663116657461 0.016340442785019848 -0.0022170742680375425 0.0024400497660002885 -0.0049332092462519902
leaf_weight=57 53 94 52 54 53 56 54 1210 55 54 92 52 739 52 66 52 52
leaf_count=57 53 94 52 54 53 56 54 1210 55 54 92 52 739 52 66 52 52
internal_value=0 0.00801894 0.00871189 0.00913792 0.00870911 0.00923738 0.0109622 0.0102527 0.00656079 0.000770103 0.00138636 -0.00292678 0.00562391 0.00843033 -0.00745184 -0.00393306 -0.0021813
internal_weight=0 2672 2419 2325 2273 2168 1318 1264 850 225 253 171 794 109 118 144 105
internal_count=2897 2672 2419 2325 2273 2168 1318 1264 850 225 253 171 794 109 118 144 105
is_linear=0
shrinkage=0.16829


Tree=4228
num_leaves=24
num_cat=0
split_feature=1 3 4 2 2 2 150 0 43 13 0 132 3 15 0 15 1453 40 13 4 4 3 13
split_gain=26.4928 4.59194 3.18238 2.08485 2.03583 1.91686 1.70742 1.51355 1.3809 0.998543 0.923614 0.772842 1.0152 0.795482 0.631306 1.28857 0.938713 0.559235 0.550939 0.387308 0.309564 0.33702 0.306558
threshold=0.10932500000000002 -0.049204999999999992 0.31392000000000003 0.091235000000000024 0.16730000000000003 0.11504500000000002 0.083935000000000023 -0.077574999999999991 -0.036849999999999994 -1.0000000180025095e-35 -0.07409499999999998 0.084790000000000018 -0.13827999999999999 -0.10981499999999998 -0.14920999999999998 -0.040504999999999992 -0.014859999999999998 -0.062739999999999976 -0.062109999999999992 -0.015539999999999998 0.05309500000000001 -0.082474999999999979 -0.41895499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 7 9 18 11 14 10 17 -9 12 -5 -14 15 -1 -16 -3 -2 -15 21 -18 -19
right_child=1 4 -4 6 -6 -7 -8 8 -10 -11 -12 -13 13 19 16 -17 20 22 -20 -21 -22 -23 -24
leaf_value=0.0016393843455356483 0.0017236110861302075 0.00077393821927339507 0.00083562313695123797 0.0019425629884853785 -1.3789347530689342e-05 0.00080699722820082103 0.0009668473582369032 0.0016206904193895636 0.0017852224159551257 0.00098775875688255255 0.0010669583158103451 0.0012692842455162183 0.0018849423861604709 0.0015810926113842554 0.0013164646319890388 0.0023672914423237676 0.0017267728545816295 0.00058471803706386784 0.0012541059508257148 0.001403044022621717 0.0015157285704644179 0.0018534156988648848 0.00025507160612997
leaf_weight=53 58 83 55 79 53 72 59 52 94 86 91 95 67 306 55 54 627 63 53 246 55 380 61
leaf_count=53 58 83 55 79 53 72 59 52 94 86 91 95 67 306 55 54 627 63 53 246 55 380 61
internal_value=0 0.000804474 0.0016214 0.00164007 0.000580695 0.00122738 0.00151 0.00171591 0.00147363 0.00068835 0.00126856 0.00155037 0.00158857 0.00154334 0.00176279 0.00200707 0.00173936 0.000563787 0.00149975 0.00150181 0.00176122 0.0017746 0.000422837
internal_weight=0 529 2368 2313 346 183 852 1461 237 293 143 793 698 619 1224 107 1117 207 111 552 1062 1007 124
internal_count=2897 529 2368 2313 346 183 852 1461 237 293 143 793 698 619 1224 107 1117 207 111 552 1062 1007 124
is_linear=0
shrinkage=0.0032998


Tree=4229
num_leaves=25
num_cat=0
split_feature=4 3 39 10 0 3 4 4 15 0 12 12 132 3 4 12 16 43 13 0 4 16 13 43
split_gain=16.5746 4.41228 3.62939 1.31869 1.19564 1.17013 1.14812 1.11606 0.67029 1.23565 0.809119 0.656031 0.648345 0.545205 0.510574 1.0396 0.933504 0.49785 0.467437 0.395086 0.333496 0.326389 0.209847 0.0437957
threshold=0.31392000000000003 0.11745500000000002 0.08252000000000001 -0.0034499999999999995 -0.079249999999999987 -0.13827999999999999 -0.085594999999999991 -0.025079999999999995 -0.088709999999999983 -0.14104999999999998 0.083175000000000013 0.083945000000000006 0.082230000000000011 -0.011629999999999998 -0.17006499999999999 0.088965000000000002 0.25032500000000008 -0.078409999999999994 -0.080314999999999984 -0.092344999999999983 0.053925000000000008 -0.079394999999999979 -0.00099499999999999979 -0.015269999999999997
decision_type=2 2 2 2 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 -2 19 -3 9 -8 -10 -12 14 -5 16 -16 -6 -7 -19 -1 -11 -17 23 -21
right_child=5 7 3 13 12 17 8 -9 10 20 11 -13 -14 -15 15 21 -18 18 -20 22 -22 -23 -24 -25
leaf_value=0.0017934775151988371 0.00078095054502482733 0.00098608802423443063 0.00037106532467072153 0.00076070682709729516 0.0016739893742938796 3.9850217857420011e-05 0.00083881215380301707 0.00035236881606907759 0.0016801761025509827 0.0013640717056007045 0.00097250894079724259 0.0013521780465400553 0.00093105055615973849 0.001168226460688368 0.00074865775572418268 0.0010053611120875339 0.0011737344628792066 0.00021916772884819692 0.0005622348824000301 0.0016356876990108622 0.001123761081181313 0.0012566002534232746 0.0013109398321194089 0.0014920956411365127
leaf_weight=60 71 52 52 66 70 61 85 73 78 210 54 714 96 80 57 67 99 89 85 55 93 414 57 59
leaf_count=60 71 52 52 66 70 61 85 73 78 210 54 714 96 80 57 67 99 89 85 55 93 414 57 59
internal_value=0 0.00122165 0.00125233 0.000823387 0.00128976 0.000409412 0.00134603 0.000616278 0.00130589 0.00119158 0.00135827 0.00132553 0.00118705 0.000984247 0.00122176 0.00117163 0.00138115 0.000297009 0.00038696 0.00156032 0.00129043 0.00122168 0.00147831 0.00156168
internal_weight=0 2591 2466 198 2268 306 1465 125 1234 388 846 768 803 146 707 538 169 235 174 231 303 481 171 114
internal_count=2897 2591 2466 198 2268 306 1465 125 1234 388 846 768 803 146 707 538 169 235 174 231 303 481 171 114
is_linear=0
shrinkage=0.0032998


Tree=4230
num_leaves=20
num_cat=0
split_feature=484 1210 13 156 0 13 0 484 0 157 157 13 52 52 474 133 13 16 13
split_gain=0.556249 0.555785 0.421429 0.42477 0.533125 0.413429 0.603584 0.382166 0.365001 0.328853 0.742735 0.3138 0.289296 0.330752 0.281336 0.170081 0.146492 0.0793113 0.0239308
threshold=-0.077959999999999988 -0.08107499999999998 0.053700000000000005 1.0000000180025095e-35 -0.00077999999999999999 0.0066400000000000009 0.10446500000000002 -0.23874499999999996 0.032970000000000006 -0.082259999999999986 -0.065824999999999981 0.24450500000000003 -0.010819999999999998 -0.034409999999999989 0.085685000000000011 -1.0000000180025095e-35 -0.050424999999999991 -0.080534999999999982 -0.082584999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 16 5 4 11 6 8 -1 9 14 -11 15 13 -9 -3 -4 -2 -17 -14
right_child=1 2 3 -5 -6 -7 -8 12 -10 10 -12 -13 18 -15 -16 17 -18 -19 -20
leaf_value=0.0048129358837777384 0.025579109085145432 0.019091356712871915 0.006178759596752144 0.012632312666746408 -0.014863179824224484 0.02017320329474474 -0.010105340761562177 0.016248512360574216 0.020533577003693348 -0.0085390747538350367 0.0075722729743742008 0.011299534637256674 0.014367007881780794 0.033660023129344768 0.0051588005008279467 -0.0010978536131788215 0.013238275555720238 -0.010265347307833425 0.009298864150723625
leaf_weight=80 53 120 52 81 63 75 54 72 63 85 1696 78 61 55 63 56 58 52 52
leaf_count=80 53 120 52 81 63 75 54 72 63 85 1696 78 61 55 63 56 58 52 52
internal_value=0 0.00748152 0.00697063 0.00181262 -0.00109302 0.00788369 0.00743991 0.0149167 0.0079082 0.0075023 0.00680233 0.00254447 0.0182771 0.0238031 0.0143047 -0.00171239 0.0191469 -0.00552847 0.0120507
internal_weight=0 2649 2538 382 301 2156 2081 320 2027 1964 1781 238 240 127 183 160 111 108 113
internal_count=2969 2649 2538 382 301 2156 2081 320 2027 1964 1781 238 240 127 183 160 111 108 113
is_linear=0
shrinkage=0.16829


Tree=4231
num_leaves=33
num_cat=0
split_feature=1 3 1 4 457 2 1 11 4 4 1 15 4 133 1429 42 2 16 11 484 3 3 15 4 133 16 42 133 16 2 42 51
split_gain=49.6557 8.37124 4.27487 2.84065 2.77556 2.41224 2.10877 1.54969 1.50948 1.30709 0.955745 0.899029 0.805796 0.797084 1.34963 0.748072 0.673202 0.772053 0.664312 0.609094 0.472364 0.933662 0.453517 0.409128 0.338645 0.297699 0.269379 0.377734 0.218844 0.184924 0.165707 0.0526115
threshold=0.10575500000000002 -0.057749999999999989 0.092845000000000025 0.41165000000000002 0.081330000000000013 0.10121500000000001 0.15099500000000002 1.0000000180025095e-35 -0.22295999999999996 -0.074729999999999977 0.12040000000000002 -0.013439999999999999 -0.064609999999999987 0.083000000000000018 0.084575000000000025 0.09087000000000002 0.091235000000000024 -0.018754999999999997 0.081005000000000008 -0.0081849999999999978 0.31316500000000008 0.018975000000000002 -0.10271999999999999 -0.074729999999999977 0.11524500000000001 0.052150000000000009 0.086335000000000009 0.23448500000000003 -0.012119999999999997 0.088820000000000024 0.083595000000000017 -0.26637499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 15 8 7 10 13 -4 -10 22 -11 -7 14 16 -2 17 -1 -9 28 21 -12 -3 -18 25 30 27 -21 -15 -28 -14 -27
right_child=1 6 4 -5 -6 12 -8 18 9 11 20 -13 24 19 -16 -17 23 -19 -20 26 -22 -23 -24 -25 -26 31 29 -29 -30 -31 -32 -33
leaf_value=0.0022793307263377239 0.0021780968280865633 0.0014396409792013615 0.0025327435443064832 0.0010909135417641997 0.0012620585699363845 0.0016809947550181245 0.00029872000290639175 0.0030126437115824407 0.0014915625034497494 0.0018429636425419712 0.00073981705255588698 0.002338310788186547 0.0021631081937502987 0.002775583118778689 0.0017501767760073738 0.0017172511496562029 0.0023650122097854352 0.0025214987936132303 0.0024807094838652424 0.0025305166544594094 0.00058001375921727584 0.0012993494308950354 0.0010599140378415317 0.0020213896415130542 0.0018951060241407327 0.0021343988376366359 0.0024123075672986462 0.0022496823817733779 0.0025046041151428645 0.0021918208255948066 0.0024181198250573669 0.0019712911849478027
leaf_weight=543 78 55 55 58 61 55 54 52 58 88 88 75 59 58 52 78 55 200 53 165 53 52 95 134 60 52 69 81 88 127 62 56
leaf_count=543 78 55 55 58 61 55 54 52 58 88 88 75 59 58 52 78 55 200 53 165 53 52 95 134 60 52 69 81 88 127 62 56
internal_value=0 0.00118953 0.00224524 0.0017158 0.00190057 0.00230269 0.000905768 0.00235447 0.00204156 0.00191916 0.00100124 0.0020711 0.00205019 0.0023284 0.00227039 0.0019479 0.00229938 0.00234456 0.00274448 0.0024254 0.000847053 0.000947895 0.00119938 0.00212157 0.00212033 0.00217919 0.00236352 0.00243819 0.00261249 0.00226962 0.00229407 0.00205015
internal_weight=0 611 2358 214 337 2021 397 1677 276 221 343 163 344 1572 984 156 932 743 105 588 193 140 150 189 289 229 442 246 146 196 121 108
internal_count=2969 611 2358 214 337 2021 397 1677 276 221 343 163 344 1572 984 156 932 743 105 588 193 140 150 189 289 229 442 246 146 196 121 108
is_linear=0
shrinkage=0.0032998


Tree=4232
num_leaves=33
num_cat=0
split_feature=12 15 2 2 2 4 12 2 2 41 4 150 12 16 4 4 43 47 481 4 16 16 2 4 49 4 133 403 48 12 15 49
split_gain=20.8992 5.68351 5.43874 4.96488 2.91732 2.8934 2.45549 1.8413 1.528 1.84935 1.31601 1.01731 1.00267 0.981818 0.857657 0.817622 0.672145 0.637222 0.455091 0.394764 0.43398 0.365344 0.307755 0.669459 0.384046 0.29504 0.26251 0.570675 0.255629 0.209012 0.180791 0.179085
threshold=0.056995000000000011 -0.26361999999999991 0.13388500000000003 0.10523 0.078775000000000012 -1.0000000180025095e-35 0.090335000000000013 0.093320000000000014 0.10085000000000001 0.075585000000000013 0.24099500000000004 1.0000000180025095e-35 -0.042789999999999988 -0.40885499999999991 -0.074254999999999988 -0.018664999999999998 -0.12118 0.089945000000000011 -0.086854999999999988 -0.087104999999999988 -0.074504999999999988 0.041025000000000006 0.088820000000000024 -0.010424999999999999 0.087365000000000012 -0.0046399999999999992 0.087045000000000025 -0.00043499999999999995 0.083540000000000017 0.09358000000000001 -0.044884999999999994 0.093290000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 4 5 -3 8 28 9 18 14 17 13 -1 16 -9 -8 25 -2 -18 -21 26 24 -24 -20 -5 29 -28 -6 -16 31 -23
right_child=2 3 -4 11 7 -7 10 15 -10 -11 -12 -13 -14 -15 21 -17 19 -19 22 20 -22 30 23 -25 -26 -27 27 -29 -30 -31 -32 -33
leaf_value=0.00071421114935345047 0.0021876651738482575 0.00056680557031655752 0.00085842290601272151 0.0010447877114412862 0.0021372598500057956 0.0016021026279212864 0.0015629690893592943 0.0017091193374012634 0.0013586612492173943 0.0024524220578498136 0.0012434705048437191 0.0006065860041545775 0.00099406711189718722 0.00013464473608427281 0.0014801483383097243 0.0011289672668265552 0.002082532972969107 0.00077837033697632804 0.0018716468528304474 0.0019361369002741621 0.0015890310126496251 0.001694901755236394 0.0014959286912585924 0.0019159316138241016 0.0021378398801309554 0.0013930410151468012 0.0015836555229245901 0.0020639900504257733 0.0018355258699568396 0.0016951069856623012 0.0013953750525634151 0.0014709902144259515
leaf_weight=71 52 57 72 57 72 61 81 53 56 67 75 79 53 58 74 54 95 57 669 115 62 87 73 99 67 52 54 56 58 172 83 78
leaf_count=71 52 57 72 57 72 61 81 53 56 67 75 79 53 58 74 54 95 57 669 115 62 87 73 99 67 52 54 56 58 172 83 78
internal_value=0 0.00112255 0.00175124 0.00127754 0.00152705 0.0011023 0.00178161 0.00173838 0.00189161 0.00192064 0.00166615 0.000915854 0.000611398 0.000453904 0.00169924 0.00141666 0.00182924 0.00106282 0.00188349 0.00190841 0.00181475 0.0016232 0.00186603 0.00173788 0.00189593 0.00121125 0.00169184 0.00182851 0.00200291 0.00163059 0.00152452 0.00158927
internal_weight=0 782 2187 600 355 118 2115 237 1083 1027 1032 245 182 129 957 107 353 166 960 272 177 604 908 172 736 109 356 110 130 246 248 165
internal_count=2969 782 2187 600 355 118 2115 237 1083 1027 1032 245 182 129 957 107 353 166 960 272 177 604 908 172 736 109 356 110 130 246 248 165
is_linear=0
shrinkage=0.0032998


Tree=4233
num_leaves=31
num_cat=0
split_feature=1 13 13 48 13 49 12 13 133 13 0 3 49 52 15 52 42 1 0 3 3 12 3 484 401 12 15 0 15 3
split_gain=1.26091 0.52755 0.734407 0.895498 0.641685 0.611311 0.435115 0.531408 0.428018 0.514405 0.494161 0.660536 0.402599 0.533416 0.343469 0.416658 0.351908 0.307455 0.286765 0.278277 0.26241 0.253884 0.238965 0.225983 0.204475 0.200946 0.20886 0.145617 0.14557 0.0830805
threshold=0.092845000000000025 -0.091014999999999999 -0.15462999999999996 0.088965000000000002 0.16218500000000005 0.0062600000000000008 -1.0000000180025095e-35 -0.0094049999999999984 0.083000000000000018 -0.086944999999999981 -0.15029999999999996 0.081495000000000012 -0.016249999999999997 0.31761500000000004 0.10028500000000001 -0.34918499999999997 0.083725000000000008 0.11597500000000001 -0.091234999999999983 -0.086064999999999989 -0.115685 -0.0066799999999999993 -0.0045699999999999985 -0.064309999999999992 0.11336 0.091105000000000005 -1.0000000180025095e-35 -0.085204999999999989 -0.068309999999999996 -0.14088999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 6 7 22 10 18 11 -1 -12 20 15 -11 27 25 -10 -18 -14 -22 -3 -21 -23 26 -8 -17 -19 -27
right_child=1 4 -4 -5 -6 -7 17 -9 9 14 12 -13 13 -15 -16 16 19 28 -20 23 21 24 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.034120325512165164 0.014446827340274993 0.016704132979252745 -0.020397700957808265 -0.012474424039247738 -0.0095566639582397757 -0.0048704534498827511 0.0094268873474551446 -0.011245802684667953 0.017600485061803443 0.0036562454175493846 0.020286329620073758 0.0091412975899966813 3.2759939239832347e-06 -0.0084088023214173874 0.0027212713973694702 0.0025907121348028657 0.030207566210084021 0.026325559360028079 0.033203024913918203 0.0095546652943672445 0.019585266554501768 0.0081433959851913221 0.0011092990856577695 0.020414574021548351 0.017800849916471385 0.01263382246590968 0.023379128629999309 0.013586735045282683 0.013954224264655082 0.0047665261811757273
leaf_weight=54 82 58 52 61 64 90 71 53 77 85 82 68 86 53 80 53 58 58 60 77 69 763 54 190 68 52 54 98 52 147
leaf_count=54 82 58 52 61 64 90 71 53 77 85 82 68 86 53 80 53 58 58 60 77 69 763 54 190 68 52 54 98 52 147
internal_value=0 0.00452856 -0.00326657 0.00295037 0.00654961 0.0080483 0.00999235 0.00262251 0.0119712 0.0150715 0.0100293 0.0202123 0.00891948 0.00802066 0.0130649 0.0145367 0.0164759 0.0127901 0.0244468 0.0196003 0.0089056 0.00975427 0.00920124 0.0172894 0.00893582 0.0101692 0.0154686 0.0097391 0.0204936 0.00683133
internal_weight=0 948 195 143 753 689 599 165 2021 778 1243 122 1121 1039 641 561 476 434 137 325 986 900 112 267 831 324 125 151 110 199
internal_count=2969 948 195 143 753 689 599 165 2021 778 1243 122 1121 1039 641 561 476 434 137 325 986 900 112 267 831 324 125 151 110 199
is_linear=0
shrinkage=0.16829


Tree=4234
num_leaves=22
num_cat=0
split_feature=1 3 4 15 3 0 0 11 124 1 49 11 0 0 1 3 1211 402 4 42 1
split_gain=24.2776 5.46084 2.12334 1.52794 1.36754 1.26129 1.23468 1.11373 1.08781 0.824377 0.728038 0.668737 0.658491 0.550716 0.436404 0.432968 0.314419 0.270949 0.258858 0.244743 0.209683
threshold=0.098395000000000024 -0.049204999999999992 -0.16523499999999997 -0.096724999999999992 0.093925000000000022 0.11737000000000002 -0.062109999999999992 1.0000000180025095e-35 -0.073304999999999995 0.12040000000000002 -0.010069999999999997 0.081005000000000008 -0.067664999999999989 -0.11656999999999999 0.11277000000000001 -0.082204999999999986 0.10971000000000002 0.11367500000000001 -0.054799999999999995 0.09087000000000002 0.10638500000000002
decision_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 7 9 8 -1 14 -5 -9 16 -11 20 -14 17 -10 -17 -12 -4
right_child=1 2 6 10 -6 -7 -8 11 12 13 19 -13 15 -15 -16 18 -18 -19 -20 -21 -22
leaf_value=0.0011561580126395144 0.00085808838691505383 0.0012854975845932638 0.00086072095008112644 0.0010409991217177304 0.0012027918561825972 0.0011591533762833125 0.00025231233965949663 0.0021973616748650186 0.0016333744489560513 0.0007097670496502437 0.0016008087112131565 0.0016753944213933217 0.0011877420332099052 0.00030182533186454201 0.0010579611731102196 0.0017179026090530874 0.0014143528004693575 0.0018233494498021841 0.0014139080971987616 0.001345857010212638 0.0005625590739488372
leaf_weight=59 82 55 53 52 98 68 90 56 1516 73 97 53 58 72 66 52 70 90 81 76 52
leaf_count=59 82 55 53 52 98 68 90 56 1516 73 97 53 58 72 66 52 70 90 81 76 52
internal_value=0 0.000903728 0.000676492 0.00124484 0.00158526 0.00160307 0.000593905 0.00161788 0.00159941 0.000691082 0.00138563 0.00194388 0.0016134 0.000507446 0.000846592 0.00142836 0.00163447 0.00164404 0.00153303 0.00148901 0.000713395
internal_weight=0 768 461 307 2201 2103 406 2035 1926 316 225 109 1867 145 171 191 1676 1606 133 173 105
internal_count=2969 768 461 307 2201 2103 406 2035 1926 316 225 109 1867 145 171 191 1676 1606 133 173 105
is_linear=0
shrinkage=0.0032998


Tree=4235
num_leaves=28
num_cat=0
split_feature=0 12 1 14 52 1453 124 3 15 12 3 12 15 3 0 15 3 150 131 1 3 3 3 0 3 0 0
split_gain=0.848402 1.29896 0.574371 0.700216 0.619834 0.510487 0.41401 0.581184 0.893359 0.584245 0.427441 0.351799 0.459085 0.430957 0.554104 0.419461 0.328986 0.304751 0.249616 0.28766 0.347808 0.337797 0.247895 0.175486 0.158478 0.128032 0.24353
threshold=0.098975000000000021 0.023990000000000004 0.10075500000000003 -0.23083499999999998 -0.40011499999999994 -0.067664999999999989 -0.083034999999999984 -0.046079999999999989 -0.018024999999999996 -0.042789999999999988 -0.075579999999999994 0.08598500000000002 0.085915000000000019 -0.088314999999999991 -0.086954999999999991 0.043560000000000008 -0.12077499999999998 0.088040000000000021 0.021890000000000003 0.080320000000000016 -0.087979999999999989 -0.081864999999999979 -0.11211999999999998 -0.077294999999999989 -0.085374999999999993 -0.079964999999999994 -0.083694999999999978
decision_type=2 2 2 2 2 2 2 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 -1 -6 10 9 -9 16 12 13 14 -7 17 -8 -15 19 22 -21 -22 -13 -24 -14 26 -20
right_child=1 -3 3 4 6 11 7 8 -10 -11 -12 18 24 15 -16 -17 -18 -19 25 20 21 -23 23 -25 -26 -27 -28
leaf_value=-0.0027921620094864194 -0.024361116191545219 0.0079463582108241764 0.017777612110831495 0.019147438064234478 0.01208466277701401 0.034112782703888143 0.0095177050807698383 -0.010688873552807629 -0.025057500361528446 0.0066787742113634209 0.018125883524288212 0.020437918526089855 0.017534467643791764 0.013725006508840549 0.011052750832895888 -0.0031757513051546313 -0.0082552006844449858 0.0016557333738496053 0.016387396051885848 -0.007548413039332855 0.017083001855232514 0.0010348226517177133 0.0070304187360137969 0.012464055020372903 0.030377467366869491 0.018700220793459444 0.002702797610635859
leaf_weight=81 56 95 99 57 77 52 58 101 56 120 58 55 57 344 69 62 60 72 92 66 59 101 544 246 54 99 62
leaf_count=81 56 95 99 57 77 52 58 101 56 120 58 55 57 344 69 62 60 72 92 66 59 101 544 246 54 99 62
internal_value=0 -0.00402332 0.00891874 0.00468247 0.00247086 0.0102919 0.000673947 -0.00126166 -0.00606983 -0.00125035 0.00629555 0.0108139 0.0138412 0.011993 0.0209777 0.00971489 0.000465409 0.0116404 0.00918907 0.008062 0.00271778 0.00696382 0.00948921 0.00872469 0.0237986 0.0139531 0.0108897
internal_weight=0 151 2801 686 587 2115 530 453 277 221 176 2034 710 599 121 478 118 416 1324 1071 226 160 845 790 111 253 154
internal_count=2952 151 2801 686 587 2115 530 453 277 221 176 2034 710 599 121 478 118 416 1324 1071 226 160 845 790 111 253 154
is_linear=0
shrinkage=0.16829


Tree=4236
num_leaves=23
num_cat=0
split_feature=0 12 1 52 52 1 51 0 3 52 124 12 1 1429 3 151 12 1429 151 402 1213 3
split_gain=0.616824 0.622244 0.544985 0.577418 0.36023 0.295411 0.42197 0.418308 1.26925 0.540641 0.506161 0.541225 0.356848 0.341506 0.429018 0.369343 0.365394 0.28086 0.23062 0.145074 0.287107 0.272139
threshold=-0.0033699999999999993 -1.0000000180025095e-35 0.085110000000000005 -0.080219999999999986 0.5140450000000002 0.089605000000000018 -0.20636999999999997 -0.13619499999999998 -0.015474999999999997 -0.063199999999999992 -0.078224999999999989 -0.0066799999999999993 0.13584500000000002 0.083960000000000021 0.057935000000000007 -0.085124999999999992 0.084355000000000013 0.087765000000000024 -0.029339999999999995 0.085495000000000015 -0.086579999999999976 -0.086004999999999984
decision_type=2 2 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 13 -7 8 -8 -10 -9 -12 -13 14 15 16 -1 -15 -11 20 -17 -21
right_child=1 2 3 -5 -6 6 7 10 9 18 11 12 -14 17 -16 19 -18 -19 -20 21 -22 -23
leaf_value=0.028940544815836425 -0.014135504991028716 -0.0083160416654412869 0.0011789382727452314 0.022078871922962189 -0.002367341515002756 0.018048866047941182 -0.024634269498986377 -0.0054844234790250249 0.01824743573587824 0.0077378582336794545 0.021153267646705626 0.0083499777948928353 -0.0065548426256886796 -0.0050873320627494662 0.022559117699269798 -0.00014496011277538099 0.0096255459094829413 0.0099981487666730168 -0.0064686606782002158 0.01992369785711252 0.0087989403124105539 0.0081719017420620408
leaf_weight=53 71 71 95 62 97 71 52 79 60 53 86 357 52 80 75 113 59 62 83 88 978 155
leaf_count=53 71 71 95 62 97 71 52 79 60 53 86 357 52 80 75 113 59 62 83 88 978 155
internal_value=0 -0.000372488 0.00390548 0.00944386 0.00768473 0.00806691 0.00559299 0.00451494 -0.00125456 0.00493905 0.00701081 0.00900863 0.0064506 0.00939428 0.0101314 0.00948552 0.0187817 0.00148663 -0.000919086 0.00870368 0.00787093 0.0124351
internal_weight=0 299 228 157 2653 2556 893 822 248 196 574 495 409 1663 1521 1446 112 142 136 1334 1091 243
internal_count=2952 299 228 157 2653 2556 893 822 248 196 574 495 409 1663 1521 1446 112 142 136 1334 1091 243
is_linear=0
shrinkage=0.16829


Tree=4237
num_leaves=23
num_cat=0
split_feature=1 52 1 12 39 1 12 16 1 1 0 1375 0 52 12 1 402 14 483 52 16 0
split_gain=29.9661 6.96299 3.24226 3.92008 2.33167 2.0423 1.44349 1.20902 1.02932 0.667686 0.666429 0.654832 0.618091 0.874984 0.814585 0.457383 0.439338 0.385435 0.359398 0.329956 0.198168 0.0930689
threshold=0.10442000000000001 -0.40011499999999994 0.12313000000000002 0.086885000000000004 0.055555000000000007 0.092900000000000024 0.11878500000000002 -0.28430999999999995 0.15099500000000002 0.11215000000000001 -0.072924999999999976 -0.082654999999999992 -0.079249999999999987 -0.55094999999999994 0.08401500000000002 0.096315000000000026 0.091950000000000018 -1.0000000180025095e-35 -0.070084999999999981 0.11122500000000002 -0.5020199999999998 -0.061674999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 6 -6 11 -3 17 -9 -5 -1 15 -14 -15 18 -16 -4 -13 -20 -19 -22
right_child=1 2 8 10 5 -7 -8 9 -10 -11 -12 12 13 14 16 -17 -18 20 19 -21 21 -23
leaf_value=0.0014459022119242854 0.0018698946661509749 0.00111718073494458 0.00089763754739116285 0.0018288311782469098 0.0016709157049607972 0.00080211359610752957 0.0012511796299721903 0.00038635119923838041 0.00016587698722732411 0.00084651885999268979 0.0012965409709472817 0.0020364962394757691 0.0020903849950557594 0.0013278114874684963 0.0016633749595506109 0.0015033652073653365 0.0019872702978643497 0.00074511590916011674 0.0018312494553634558 0.0016768727409307771 0.00059778408544960808 0.00040572079157091199
leaf_weight=71 76 76 54 52 64 55 63 75 60 64 52 83 54 76 462 52 52 52 1062 183 54 60
leaf_count=71 76 76 54 52 64 55 63 75 60 64 52 83 54 76 462 52 52 52 1062 183 54 60
internal_value=0 0.000928648 0.000809166 0.00103674 0.00172042 0.00126966 0.00174526 0.000781999 0.00054977 0.00059848 0.00156302 0.0017601 0.00177111 0.0016859 0.00164882 0.00181084 0.00169621 0.000654308 0.00182286 0.00180859 0.00057494 0.000497007
internal_weight=0 675 599 319 2277 119 2158 215 280 139 104 2095 2024 644 590 1380 514 220 1328 1245 166 114
internal_count=2952 675 599 319 2277 119 2158 215 280 139 104 2095 2024 644 590 1380 514 220 1328 1245 166 114
is_linear=0
shrinkage=0.0032998


Tree=4238
num_leaves=12
num_cat=0
split_feature=2 1452 1455 14 96 16 15 0 15 0 1456
split_gain=1.11729 0.529661 0.433469 0.407662 0.360602 0.360224 0.39958 0.466045 0.316709 0.592326 0.293848
threshold=0.13388500000000003 0.093915000000000012 0.068185000000000009 -0.24168999999999999 1.0000000180025095e-35 -0.54150999999999994 0.12173000000000002 -0.13409999999999997 -0.035654999999999992 -0.062109999999999992 0.078920000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7 9 -2 -4
right_child=8 -3 10 4 -6 6 -8 -9 -10 -11 -12
leaf_value=0.021378139932930799 0.0082626264745909797 -0.008495948738373062 0.01126055119704754 0.019650824169069849 -0.0052296415543249472 0.00045243042837930314 0.019563347091417282 0.0078067581165390757 -0.015368138258020631 -0.011371541965471183 0.026988969564874305
leaf_weight=60 94 55 91 69 63 279 73 1977 56 81 54
leaf_count=60 94 55 91 69 63 279 73 1977 56 81 54
internal_value=0 0.00783516 0.00817275 0.00765682 0.00732155 0.00765205 0.00729579 0.00689804 -0.00435075 -0.000814923 0.0171304
internal_weight=0 2721 2666 2521 2461 2398 2329 2256 231 175 145
internal_count=2952 2721 2666 2521 2461 2398 2329 2256 231 175 145
is_linear=0
shrinkage=0.16829


Tree=4239
num_leaves=21
num_cat=0
split_feature=2 4 123 13 2 13 43 43 13 52 52 2 2 2 133 2 43 15 16 2
split_gain=25.8765 10.9448 4.45336 2.63006 1.59331 1.20101 1.03445 0.928467 0.897335 0.743214 1.77433 1.41952 0.611092 0.593541 0.594672 0.542575 0.446775 0.35494 0.344548 0.247929
threshold=0.13388500000000003 0.31392000000000003 1.0000000180025095e-35 -0.16392499999999996 0.091290000000000024 -0.09219999999999999 -0.43328499999999998 -0.049999999999999996 0.0024700000000000004 0.093130000000000004 -0.11263999999999999 0.10100500000000003 0.086365000000000011 0.072175000000000017 0.024055000000000003 0.083185000000000023 -0.084114999999999981 -0.43587999999999999 0.0063750000000000013 0.10121500000000001
decision_type=2 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 -2 -5 -3 -7 10 16 -12 -4 14 -8 -15 -6 -9 19 -11
right_child=5 7 12 4 9 8 13 17 -10 18 11 -13 -14 15 -16 -17 -18 -19 -20 -21
leaf_value=0.0011861156632906563 0.00020108927256630405 0.00070177887492442784 0.00089726056628805777 0.0022897986845973575 0.0020976087228082975 0.00090069429254712135 0.0018260354369976741 0.0013631307656246584 0.00038152413431221158 0.0017979373263651546 0.0016491138275154572 0.0011692550944771344 0.0013591914292253491 0.0022168338622181208 0.0015500285778478212 0.0018887395076184199 0.0017500772366947324 0.0010085853861215666 0.0015976247721216177 0.0020394637838411439
leaf_weight=75 73 81 54 64 53 101 438 53 57 110 153 121 76 60 108 871 188 77 52 87
leaf_count=75 73 81 54 64 53 101 438 53 57 110 153 121 76 60 108 871 188 77 52 87
internal_value=0 0.00170238 0.00176308 0.00179559 0.0018154 0.000551805 0.0018767 0.000980197 0.000713622 0.00169172 0.00161959 0.00143733 0.00116758 0.00185878 0.00177151 0.00190992 0.00182665 0.0011534 0.00184078 0.00190478
internal_weight=0 2721 2510 2380 2305 231 1541 211 158 764 515 274 130 1477 546 931 241 130 249 197
internal_count=2952 2721 2510 2380 2305 231 1541 211 158 764 515 274 130 1477 546 931 241 130 249 197
is_linear=0
shrinkage=0.0032998


Tree=4240
num_leaves=15
num_cat=0
split_feature=3 15 13 40 40 14 1 12 43 403 151 43 15 13
split_gain=0.542344 0.909804 0.839224 0.596502 0.385826 0.342543 0.376165 0.301471 0.426665 0.332552 0.311688 0.207471 0.120437 0.0767561
threshold=0.10402500000000002 -0.43091499999999999 -0.11210999999999999 1.0000000180025095e-35 -0.09867999999999999 0.073890000000000011 0.081720000000000015 -0.083979999999999985 -0.46052499999999996 -0.5407249999999999 -0.29526499999999994 -0.081694999999999976 -0.036279999999999993 -0.43902499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 13 4 -1 7 -7 11 -9 -10 -11 -6 -4 -3
right_child=1 2 12 -5 5 6 -8 8 9 10 -12 -13 -14 -15
leaf_value=0.021202954091149289 0.019552792961853048 0.00037018031156582474 -0.0098933229176391621 -0.0076613486889848675 -0.0078789026167892847 0.0070453496505663632 0.02724983686276547 -0.0059139141443300186 0.01989867172270559 0.019943019374777379 0.0074182227410069263 0.0047723813077904893 -0.020989969834677422 0.0089179963386503067
leaf_weight=61 54 55 60 71 58 53 52 63 66 58 2112 100 53 66
leaf_count=61 54 55 60 71 58 53 52 63 66 58 2112 100 53 66
internal_value=0 -0.00013082 -0.00468087 0.00754647 0.0079588 0.00764277 0.0170685 0.00723923 0.00772793 0.0081131 0.00775381 0.000116868 -0.0151138 0.00504747
internal_weight=0 288 234 2694 2623 2562 105 2457 2299 2236 2170 158 113 121
internal_count=2982 288 234 2694 2623 2562 105 2457 2299 2236 2170 158 113 121
is_linear=0
shrinkage=0.16829


Tree=4241
num_leaves=22
num_cat=0
split_feature=3 15 148 2 1213 160 132 50 482 4 4 15 49 50 160 43 160 2 49 1185 4
split_gain=0.375076 0.629271 0.349512 0.307147 0.525805 0.286212 0.354849 0.414521 0.470367 0.281979 1.00505 0.470549 0.269054 0.300459 0.303946 0.368629 0.329096 0.293721 0.253014 0.235445 0.153901
threshold=0.10402500000000002 -0.43091499999999999 -0.083699999999999983 0.090485000000000024 0.060985000000000004 -0.42353999999999997 -1.0000000180025095e-35 -0.10146999999999999 0.096055000000000015 -0.040394999999999993 0.057200000000000008 -0.10328999999999998 -0.084599999999999981 0.11347000000000002 -0.081594999999999987 -0.088909999999999989 -0.014565 0.084095000000000017 0.0033550000000000003 0.085905000000000009 -0.015539999999999998
decision_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 12 5 -5 -7 -8 -9 -3 -11 -12 -4 14 15 -14 17 -16 -17 -18 -15
right_child=1 9 3 4 -6 6 7 8 -10 10 11 -13 13 20 16 18 19 -19 -20 -21 -22
leaf_value=0.018201663020854686 0.016262257816147829 0.0051264669991707276 0.016453609851616192 0.015462482198937803 -0.011558688525320335 0.016199128998916731 0.016041397285154548 0.00084008100221424746 0.016974624872488141 -0.025515941581952407 -0.0094771284005093041 0.012845874580275366 -0.011526607172323743 0.021019089175015909 0.023728634932542604 0.0073676972511275227 0.0057974005075464227 0.0072900783650838149 -0.0058321646912232244 0.017151908607055004 0.0084800389366235258
leaf_weight=68 54 69 89 65 60 62 64 741 55 58 52 55 52 61 63 171 921 61 54 55 52
leaf_count=68 54 69 89 65 60 62 64 741 55 58 52 55 52 61 63 171 921 61 54 55 52
internal_value=0 -0.000106704 0.00627681 0.00596734 0.00372878 0.00465993 0.00389641 0.00300738 0.00195716 -0.00389184 -0.00767401 0.00198052 0.00745054 0.00691156 0.00622477 0.00123452 0.00747977 0.0156564 0.00419175 0.0064391 0.0152648
internal_weight=0 288 2694 2626 1047 987 922 860 796 234 165 107 1579 1490 1377 277 1100 124 225 976 113
internal_count=2982 288 2694 2626 1047 987 922 860 796 234 165 107 1579 1490 1377 277 1100 124 225 976 113
is_linear=0
shrinkage=0.16829


Tree=4242
num_leaves=19
num_cat=0
split_feature=51 1 4 1453 4 4 51 12 52 133 4 1 1 12 14 51 1 457
split_gain=0.429701 0.463126 0.493179 0.404124 0.391853 0.501092 0.399397 0.371921 0.354119 0.388414 0.345737 0.307163 0.290055 0.277518 0.301818 0.235819 0.748886 0.216299
threshold=0.13669500000000004 0.10540500000000001 -0.50810499999999992 -0.057839999999999996 0.074650000000000008 0.00023500000000000005 1.0000000180025095e-35 0.088365000000000013 0.056265000000000009 0.0089800000000000019 0.42118000000000005 0.11597500000000001 0.13612500000000002 0.11878500000000002 0.056865000000000006 0.078960000000000016 0.077690000000000023 0.092330000000000009
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 7 -3 9 10 -6 -2 -12 14 15 17 -17 -5
right_child=11 4 3 13 8 -7 -8 -9 -10 -11 12 -13 -14 -15 -16 16 -18 -19
leaf_value=-0.0095515685129966797 0.0069520419724798579 -0.01439781247292274 -0.0055203161885732151 0.0063933198454186489 0.011127625716091272 -0.017391110452578955 0.011503846346906509 0.0045777452109573465 0.013754514242938404 -0.01225154280318809 0.0053698758748900724 0.023437019097308057 -0.011664468494429555 -0.0053292013469407864 0.016450463287622199 0.0091509406394668386 -0.01283370379627804 0.017133600911792606
leaf_weight=61 74 65 86 1740 101 68 55 53 77 52 62 57 52 57 84 110 73 55
leaf_count=61 74 65 86 1740 101 68 55 53 77 52 62 57 52 57 84 110 73 55
internal_value=0 0.0042744 0.00536423 0.00577768 4.98567e-05 -0.00515073 -0.00032909 -0.00585967 0.00369851 0.000791735 0.00395474 0.0141386 -0.00238442 0.00623706 0.00655766 0.00613664 0.000371292 0.00672341
internal_weight=0 2851 2266 2205 585 241 173 118 344 267 215 131 114 2119 2062 1978 183 1795
internal_count=2982 2851 2266 2205 585 241 173 118 344 267 215 131 114 2119 2062 1978 183 1795
is_linear=0
shrinkage=0.16829


Tree=4243
num_leaves=11
num_cat=0
split_feature=1446 132 121 10 0 12 0 41 481 41
split_gain=0.333517 0.323776 0.310809 0.321624 0.415814 0.311373 0.411543 0.367039 0.242727 0.174894
threshold=0.11228000000000002 -0.26631499999999991 -0.076579999999999995 -0.00189 -0.068669999999999995 0.12333000000000001 0.148925 0.07677500000000001 -0.084709999999999994 0.089835000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 8 -5 -9
right_child=-2 2 3 5 -6 -7 -8 9 -10 -11
leaf_value=0.016503747801340972 -0.0094329235600901749 0.016102701946197284 0.004059821058594342 0.011428574527510003 -0.013286207554639684 -0.0079919788989491567 0.019191536145446303 0.019800805471114569 0.0032593696393946967 0.0064162758576065603
leaf_weight=59 52 58 87 108 71 59 52 59 2324 53
leaf_count=59 52 58 87 108 71 59 52 59 2324 53
internal_value=0 0.0041537 0.00389928 0.00364702 -0.00372354 0.00408633 0.00436152 0.00405769 0.00362289 0.0134831
internal_weight=0 2930 2871 2813 158 2655 2596 2544 2432 112
internal_count=2982 2930 2871 2813 158 2655 2596 2544 2432 112
is_linear=0
shrinkage=0.16829


Tree=4244
num_leaves=19
num_cat=0
split_feature=49 49 10 16 43 3 49 52 3 3 3 483 13 13 3 43 13 124
split_gain=0.265158 0.439549 0.516645 0.37204 0.389856 0.576459 0.573227 0.43968 0.47221 0.389496 0.384937 0.277355 0.384736 0.376543 0.271575 0.177934 0.215122 0.127539
threshold=-0.15734499999999998 -0.08428999999999999 -0.092019999999999977 -0.13895999999999997 -0.0025899999999999994 -0.12711499999999995 -0.032624999999999994 0.099570000000000006 -0.059315 -1.0000000180025095e-35 -0.092109999999999984 0.08740500000000001 -0.081879999999999994 -0.077274999999999996 -0.031895 0.064420000000000019 -0.014114999999999997 -0.080564999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 -3 10 5 -5 -6 9 -9 -8 -4 13 -13 -7 -2 16 17 -12
right_child=1 2 3 4 6 11 7 8 -10 -11 15 12 -14 -15 -16 -17 -18 -19
leaf_value=-0.0060556778495568231 0.0049505120284486946 -0.011290195060326648 0.016949717664296864 -0.0099161272114639196 -0.01757851559963208 0.0093911236204620562 0.00012458690490459458 -0.00014941172282044275 -0.020234899164017665 0.010006265396926825 0.017531470157867501 -0.011761000116239841 0.0051148701208426585 0.0033987067022803455 0.020586560709952156 -0.002587240811794908 0.00079350333039925134 0.0076613550994030621
leaf_weight=84 60 69 102 78 52 495 418 89 53 155 52 64 95 746 67 67 102 134
leaf_count=84 60 69 102 78 52 495 418 89 53 155 52 64 95 746 67 67 102 134
internal_value=0 0.0035281 0.00308355 0.00345127 0.00255912 0.00415683 -0.000517317 0.000720985 -0.00765876 0.00280078 0.00783001 0.00494218 -0.00166663 0.00579036 0.0132136 0.00520464 0.00702357 0.0104304
internal_weight=0 2898 2771 2702 2245 1478 767 715 142 573 457 1400 159 1241 127 355 288 186
internal_count=2982 2898 2771 2702 2245 1478 767 715 142 573 457 1400 159 1241 127 355 288 186
is_linear=0
shrinkage=0.16829


Tree=4245
num_leaves=15
num_cat=0
split_feature=160 11 4 4 11 1 3 159 151 1 3 1456 4 52
split_gain=0.76612 0.393534 0.59084 1.08509 0.498421 0.606598 0.467677 0.432651 0.55777 0.280858 0.428376 0.308082 0.224825 0.186412
threshold=-0.53864499999999993 0.097295000000000006 -0.17568999999999999 -0.10701499999999999 0.079700000000000007 0.095920000000000019 -0.069724999999999995 0.10444500000000002 -0.086249999999999979 0.089535000000000017 -0.078759999999999983 -0.07730999999999999 0.51367000000000018 -0.11263999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 5 9 -2 8 -7 11 -11 -5 -9 -8
right_child=1 -3 3 4 -6 7 13 12 -10 10 -12 -13 -14 -15
leaf_value=0.018662550988939843 0.020370308061374319 -0.012242509414774779 -0.016643943148128792 -0.0047418298988515448 0.017759685629536639 -0.013107352566657621 -0.0030498337545239117 -0.0044065008644854665 0.0018105742632007129 0.0023148979387536996 0.017209778333487528 0.0036626538964074787 -0.01996277830693451 0.010132252250073793
leaf_weight=83 89 52 87 135 59 83 54 54 490 116 104 1433 52 69
leaf_count=83 89 52 87 135 59 83 54 54 490 116 104 1433 52 69
internal_value=0 0.00225889 0.00252645 0.00183239 0.00246946 0.00210306 0.0110726 -0.00217753 -0.000347177 0.00372963 0.00936428 0.00293791 -0.0120548 0.00433039
internal_weight=0 2877 2825 2613 2526 2467 212 679 573 1788 220 1568 106 123
internal_count=2960 2877 2825 2613 2526 2467 212 679 573 1788 220 1568 106 123
is_linear=0
shrinkage=0.16829


Tree=4246
num_leaves=24
num_cat=0
split_feature=4 2 12 3 2 2 43 12 3 16 11 3 52 48 4 1453 2 16 16 12 16 16 16
split_gain=32.6756 11.7291 6.89698 2.05314 1.81926 3.0045 1.60667 1.34382 1.32239 1.23461 1.19346 1.47578 1.7827 0.834467 0.828261 0.608191 0.567272 0.53629 0.378575 0.332575 0.249749 0.138214 0.229052
threshold=0.31392000000000003 0.13388500000000003 -1.0000000180025095e-35 0.10856000000000002 -1.0000000180025095e-35 0.094765000000000016 -0.051239999999999987 0.096150000000000013 0.17351000000000003 -0.50318999999999992 1.0000000180025095e-35 -0.095789999999999986 -0.057374999999999995 0.08956500000000002 -0.00076499999999999995 -0.070179999999999979 0.11702000000000001 -1.0000000180025095e-35 0.26900000000000007 0.10923500000000001 0.035560000000000008 -0.094854999999999981 0.51041000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 -1 -6 9 10 16 -2 11 12 -4 -3 17 -13 -8 19 -19 -9 -12 -16 -23
right_child=6 13 3 -5 5 -7 8 14 -10 -11 20 15 -14 -15 21 -17 -18 18 -20 -21 -22 22 -24
leaf_value=0.00097946201170145443 0.00086260551751800622 0.0012010231677250305 0.0013577593114970088 0.0014708641221224544 0.0021814047563359687 0.0012403627925360876 0.0013090533240194371 0.001977261967446773 0.00054129731354518791 0.00019207456987944426 0.002232507821839245 0.0023492430750771398 0.0020724984091402185 0.00067165834236386881 0.0018072515208142235 0.0020482048100235769 0.00089826027939424733 0.0016050321957561372 0.001980389514227601 0.0022867524667915542 0.0025642340240113631 0.0014551901910783746 0.0017610843423443952
leaf_weight=77 53 62 75 80 60 97 83 138 59 69 53 79 78 69 55 1366 67 64 57 55 52 60 52
leaf_count=77 53 62 75 80 60 97 83 138 59 69 53 79 78 69 55 1366 67 64 57 55 52 60 52
internal_value=0 0.00188545 0.00193593 0.00199171 0.0013961 0.00160022 0.000785147 0.00201078 0.000960966 0.00048366 0.00205447 0.00203193 0.00172237 0.000922466 0.001856 0.00206469 0.0011258 0.00195651 0.00178214 0.00206564 0.00239713 0.00166681 0.00159753
internal_weight=0 2629 2498 2264 234 157 331 2184 209 122 1703 1598 153 131 481 1445 150 314 121 193 105 167 112
internal_count=2960 2629 2498 2264 234 157 331 2184 209 122 1703 1598 153 131 481 1445 150 314 121 193 105 167 112
is_linear=0
shrinkage=0.0032998


Tree=4247
num_leaves=19
num_cat=0
split_feature=4 123 3 12 15 160 3 12 159 12 13 47 3 16 15 3 15 13
split_gain=19.3834 7.25043 5.11279 2.39855 1.66267 1.21208 1.03718 1.00413 0.986849 0.835255 0.624123 0.459629 0.517249 0.481917 0.44965 0.449053 0.32834 0.302058
threshold=0.31392000000000003 0.081180000000000016 0.28833000000000003 0.096150000000000013 0.13248000000000001 -0.53864499999999993 0.10856000000000002 -0.089399999999999993 0.10610000000000001 -1.0000000180025095e-35 -0.15941999999999998 0.10261500000000001 -0.11372999999999998 -1.0000000180025095e-35 -0.43587999999999999 -0.094654999999999975 -0.16749999999999998 -0.0039049999999999992
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 11 -1 9 -3 10 17 -2 12 -5 -14 -12 -11 -16 -7
right_child=8 7 -4 4 -6 6 -8 -9 -10 15 14 -13 13 -15 16 -17 -18 -19
leaf_value=0.0021169827338144353 0.0011127414609979768 0.0011784359961285549 0.00066488851911302501 0.0018294594351868595 0.00088802894742444902 0.0015879886820113142 0.001223912824170018 0.00063239201476618823 0.0003570610891741502 0.0015809965129719853 0.00092661507211190498 0.0012390298815208084 0.0015785997961677129 0.0013202903510417913 0.0004355972684380768 0.0017297925706957519 0.00076805378698131582 0.0012367530809857163
leaf_weight=70 58 64 61 59 54 53 55 87 66 271 76 65 242 120 64 1371 67 57
leaf_count=70 58 64 61 59 54 53 55 87 66 271 76 65 242 120 64 1371 67 57
internal_value=0 0.00156656 0.00160936 0.00163318 0.00143894 0.00168904 0.00167245 0.000864061 0.000719053 0.00168651 0.000809077 0.00150008 0.0015403 0.00149307 0.000723821 0.00170526 0.000605901 0.00140631
internal_weight=0 2629 2478 2417 540 1877 1807 151 331 1752 265 486 421 362 207 1642 131 110
internal_count=2960 2629 2478 2417 540 1877 1807 151 331 1752 265 486 421 362 207 1642 131 110
is_linear=0
shrinkage=0.0032998


Tree=4248
num_leaves=19
num_cat=0
split_feature=1 457 457 160 159 48 3 48 12 1 1455 1452 12 1203 3 403 133 1
split_gain=0.568865 0.568318 0.532051 0.524645 0.489394 0.42413 0.453707 0.398274 0.566399 1.03786 0.276414 0.276415 0.239435 0.204327 0.236031 0.461653 0.387025 0.194132
threshold=0.095435000000000006 0.084740000000000024 0.096725000000000019 -0.54784999999999984 0.10467500000000002 0.12036500000000001 0.0066850000000000008 0.085835000000000009 0.085465000000000013 0.11215000000000001 -0.082334999999999978 0.083330000000000015 0.096150000000000013 0.087415000000000007 -0.057749999999999989 0.0055000000000000005 0.056015000000000002 0.13654500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 6 7 8 9 -2 -5 13 -10 14 15 -12 -16 -8
right_child=1 -3 -4 10 -6 -7 17 -9 12 -11 11 -13 -14 -15 16 -17 -18 -19
leaf_value=0.021303066309607238 -0.026160059435080162 -0.011074348662497581 0.022569234681360465 0.016074871012437885 -0.0082630767898877015 -0.0068299684976274398 0.0092851998422159767 0.014604779092149698 0.011820250904852942 0.0047639157268835816 0.0028826829411971924 -0.0038726991517853272 0.0014399970337357054 0.013642497250458897 0.0064822911624059986 0.010872552840712648 0.022466641512649887 0.021744805344290047
leaf_weight=61 53 94 56 67 100 85 102 73 103 73 1184 93 163 84 212 248 54 55
leaf_count=61 53 94 56 67 100 85 102 73 103 73 1184 93 163 84 212 248 54 55
internal_value=0 0.00130593 0.00637878 0.00592523 0.00275022 0.00431052 0.00583582 0.00318974 0.0010594 -0.00822953 0.00544127 0.00506034 0.00546617 0.00552755 0.00512504 0.00426766 0.00973399 0.0136615
internal_weight=0 901 2059 2003 807 707 622 465 392 126 1942 1875 266 1782 1698 1432 266 157
internal_count=2960 901 2059 2003 807 707 622 465 392 126 1942 1875 266 1782 1698 1432 266 157
is_linear=0
shrinkage=0.16829


Tree=4249
num_leaves=28
num_cat=0
split_feature=1 52 1 1 42 151 14 159 1 51 51 13 40 13 42 42 16 151 160 16 1 51 42 1 50 16 16
split_gain=37.0517 6.04904 4.37832 2.07866 1.93547 1.8292 1.77 0.800625 0.761528 0.667075 0.746088 0.641759 1.03948 0.611216 0.527759 0.528394 0.519938 0.678284 0.466897 0.41936 0.582688 0.381433 0.343761 0.308118 0.282211 0.256474 0.170346
threshold=0.10398500000000001 -0.40011499999999994 0.12448500000000001 0.094260000000000024 0.073240000000000013 -0.0095999999999999992 0.064610000000000015 0.10467500000000002 0.10016000000000001 -0.08860999999999998 -0.10328999999999998 -0.36115499999999995 -0.072979999999999975 0.25472500000000003 0.095525000000000013 0.10134500000000002 -0.0088649999999999996 -0.03268999999999999 -0.017574999999999997 -0.088099999999999984 1.0000000180025095e-35 -0.17871499999999998 0.116275 0.077690000000000023 -0.096759999999999999 -0.074254999999999988 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 16 -5 9 11 26 10 21 -4 -13 14 19 -16 17 -3 -6 23 -21 24 -17 -11 -1 -14 -7
right_child=1 2 7 5 18 8 -8 -9 -10 13 -12 12 25 -15 15 22 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0013282018968106448 0.0012952029943174934 0.00022831612650576273 -0.00018720375029099458 0.00055576476198744161 0.00065658294341070227 0.00089762615481823853 0.0018135927675697666 -0.00034440832510596742 0.0015004908338148253 0.0013357543707884772 0.00080462940950419277 -0.00015018336283399662 0.00024032484969275863 0.0009941007663241241 0.00092609433160469382 0.0014753423694823654 0.00013882584798486212 0.00068771495683719029 0.0010659898463369546 0.0013729753599163322 0.0015609742939441231 0.001477929617170917 0.0011807850902414106 0.0011028865682723246 0.00099547776622603708 0.00056817625075946114 0.001153439972822161
leaf_weight=52 79 61 60 67 52 52 84 54 60 343 52 56 52 53 55 73 66 83 75 759 240 58 112 78 63 53 68
leaf_count=52 79 61 60 67 52 52 84 54 60 343 52 56 52 53 55 73 66 83 75 759 240 58 112 78 63 53 68
internal_value=0 0.000435736 0.000324734 0.00130855 0.000576862 0.00102219 0.00134352 1.56336e-05 0.00119561 0.00132312 0.0011531 0.000103767 0.000212422 0.00134543 0.00135663 0.00121231 0.000382098 0.000493353 0.000898636 0.001381 0.00141818 0.00125764 0.00129721 0.00129269 0.00114623 0.000406147 0.00104288
internal_weight=0 691 612 2269 337 247 2022 275 180 1938 225 221 161 1713 1660 240 210 144 127 1420 999 173 185 421 115 105 120
internal_count=2960 691 612 2269 337 247 2022 275 180 1938 225 221 161 1713 1660 240 210 144 127 1420 999 173 185 421 115 105 120
is_linear=0
shrinkage=0.0032998


Tree=4250
num_leaves=22
num_cat=0
split_feature=1 3 3 1 3 3 0 124 3 43 124 1447 0 3 49 1 0 0 43 1 150
split_gain=40.4313 8.70566 3.42106 3.16147 1.60886 1.56608 1.36972 1.0978 1.07375 1.20553 1.06162 0.982163 1.11084 0.754946 0.701 1.4252 1.09336 0.625772 0.466609 0.460105 0.172495
threshold=0.10404000000000001 -0.036264999999999992 0.3148450000000001 0.13130500000000003 0.090170000000000014 0.10402500000000002 0.14054500000000003 -0.085379999999999984 -0.082094999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.083354999999999985 -0.086414999999999978 0.143375 -0.014479999999999998 0.085410000000000014 -0.079249999999999987 -0.13165999999999997 0.071345000000000006 0.12072500000000001 0.083295000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 8 10 6 7 -1 9 -2 19 12 -9 -6 15 20 17 -16 -18 -3 -13
right_child=1 2 -4 -5 13 -7 -8 11 -10 -11 -12 14 -14 -15 16 -17 18 -19 -20 -21 -22
leaf_value=0.0019707183432108228 0.0015967115913572 0.0015165303062760814 0.00062695818839232751 0.0012155428332570432 0.0017837565058354203 0.0018902327772018779 0.0018827515906816215 0.0023889730758325412 0.0024380769050121294 0.0022313426881650305 0.00074765236338411784 0.0023024323587493658 0.0029473667410773686 0.0012849563313417573 0.0027173801610642367 0.0018928261255802333 0.0023478105389641724 0.0024643001679241642 0.0020462880554907355 0.0011114393428424834 0.0025560678114283897
leaf_weight=59 60 58 95 52 91 67 54 75 77 73 55 56 83 53 122 84 512 1034 65 67 74
leaf_count=59 60 58 95 52 91 67 54 75 77 73 55 56 83 53 122 84 512 1034 65 67 74
internal_value=0 0.00147354 0.0011783 0.00194556 0.00133985 0.00238974 0.00240481 0.00241782 0.00212616 0.00194531 0.0011312 0.00243034 0.00268253 0.00160042 0.00240986 0.00222969 0.00243208 0.00249104 0.0023139 0.00129968 0.00244708
internal_weight=0 681 419 262 324 2285 2218 2164 210 133 180 2105 158 144 1947 214 1733 1156 577 125 130
internal_count=2966 681 419 262 324 2285 2218 2164 210 133 180 2105 158 144 1947 214 1733 1156 577 125 130
is_linear=0
shrinkage=0.0032998


Tree=4251
num_leaves=12
num_cat=0
split_feature=1 16 1447 480 41 130 39 13 16 457 40
split_gain=0.851394 0.595913 0.447094 0.51093 0.341378 0.308488 0.431664 0.299854 0.311258 0.491772 0.429827
threshold=0.13699000000000003 -0.116045 -0.083354999999999985 0.086995000000000017 0.083565000000000014 -0.089704999999999993 0.099350000000000008 0.26379000000000002 -0.0069549999999999985 0.084515000000000021 -0.080249999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 7 8 10 -10 -7
right_child=1 -3 4 -5 -6 6 -8 -9 9 -11 -12
leaf_value=0.024197179064064375 0.0057867988785561646 -0.013854228443948164 0.01907988478938915 0.0056037610397640571 0.017941123580190111 -0.0030707388775573644 -0.0062758374223423723 0.0189799015932576 0.0056576063637633735 -0.010677752800369788 0.0092981745783496678
leaf_weight=103 90 85 63 71 91 84 66 63 755 56 1439
leaf_count=103 90 85 63 71 91 84 66 63 755 56 1439
internal_value=0 -0.00374286 0.00835093 0.0166205 0.00780041 0.00743437 0.00713577 0.0075058 0.00719532 0.00452743 0.0086148
internal_weight=0 175 2791 174 2617 2526 2463 2397 2334 811 1523
internal_count=2966 175 2791 174 2617 2526 2463 2397 2334 811 1523
is_linear=0
shrinkage=0.16829


Tree=4252
num_leaves=16
num_cat=0
split_feature=4 4 4 1447 51 48 48 0 0 1 159 50 156 0 1447
split_gain=0.663418 0.511207 0.295244 0.401183 0.329107 0.453776 0.648815 0.291005 0.573058 0.289429 0.235146 0.32098 0.288963 0.211188 0.100146
threshold=0.26546000000000003 0.51152500000000012 -0.51843499999999987 -0.085644999999999985 0.15358000000000002 0.10697500000000001 0.10126 -0.10462499999999998 -0.14680499999999999 0.096160000000000009 -0.064994999999999983 0.092625000000000013 0.091075000000000017 -0.095324999999999979 -0.08738499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 -1 14 5 6 10 8 -2 -7 11 -5 -12 -3 -4
right_child=1 13 3 4 -6 9 -8 -9 -10 -11 12 -13 -14 -15 -16
leaf_value=0.018910305146413311 -0.0087473727241924575 0.016052661228030573 0.011915683589020561 -0.0033277141487306236 -0.0051979689524846526 0.0085975986063360887 -0.011818565936117418 -0.011920361049100374 0.012738110434212108 0.025475748986821641 0.0081395960853747982 0.0091512398517621159 0.0012504047528315396 0.0026682626068528954 0.022423661252609559
leaf_weight=61 87 55 52 140 65 57 54 98 59 59 1748 100 192 86 53
leaf_count=61 87 55 52 140 65 57 54 98 59 59 1748 100 192 86 53
internal_value=0 -0.000160281 0.00732398 0.0070428 0.00659884 0.0069259 0.00639173 -0.00482651 -5.25774e-05 0.0171977 0.00684364 0.00186436 0.00745871 0.00790187 0.0172368
internal_weight=0 385 2581 2520 2415 2350 2234 244 146 116 2180 240 1940 141 105
internal_count=2966 385 2581 2520 2415 2350 2234 244 146 116 2180 240 1940 141 105
is_linear=0
shrinkage=0.16829


Tree=4253
num_leaves=14
num_cat=0
split_feature=1 16 49 1 1209 132 48 132 49 34 484 400 12
split_gain=0.521191 0.45078 0.320648 0.520083 0.29034 0.359977 0.428441 0.57035 0.271725 0.294582 0.259216 0.248857 0.240525
threshold=0.13699000000000003 -0.116045 -0.097604999999999983 0.082135000000000014 0.082105000000000011 0.082230000000000011 0.084260000000000015 0.098360000000000017 -0.079769999999999994 -1.0000000180025095e-35 0.11628500000000001 -0.083119999999999986 0.091625000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 8 7 -7 -4 -10 11 -11 -6
right_child=1 -3 4 -5 12 6 -8 -9 9 10 -12 -13 -14
leaf_value=0.0013554103967670398 0.0046668069388928765 -0.012413929820715217 -0.0036397520089905388 0.023480674857372878 0.018711994476280466 -0.01973681916138674 0.0084229095100010268 0.0022354180382557413 0.015430849165321874 0.015772033458144638 0.013962675663383691 0.0048428486277610873 0.0053759214903413731
leaf_weight=52 90 85 86 72 83 59 77 77 90 61 100 1962 72
leaf_count=52 90 85 86 72 83 59 77 77 90 61 100 1962 72
internal_value=0 -0.00361928 0.00584229 0.0142168 0.00545225 0.00501489 -0.00159713 -0.00728345 0.00562827 0.00598924 0.00558814 0.00517329 0.0125288
internal_weight=0 175 2791 124 2667 2512 213 136 2299 2213 2123 2023 155
internal_count=2966 175 2791 124 2667 2512 213 136 2299 2213 2123 2023 155
is_linear=0
shrinkage=0.16829


Tree=4254
num_leaves=18
num_cat=0
split_feature=3 1453 481 4 159 16 16 159 12 133 481 49 15 3 49 49 12
split_gain=0.467908 0.30324 0.290646 0.283965 0.651019 0.570761 0.559244 0.708751 0.427573 0.300469 0.24401 0.200179 0.573793 0.500414 0.429446 0.336151 0.00932308
threshold=0.3148450000000001 -0.077554999999999985 -0.09547499999999999 -0.085594999999999991 -0.032069999999999994 -0.015214999999999998 0.27450000000000002 0.077080000000000023 0.085155000000000022 -0.0054649999999999985 -0.081874999999999989 -0.015624999999999998 -0.094389999999999988 0.10766000000000002 -0.054319999999999993 0.17990500000000001 0.093405000000000016
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 -4 8 7 -7 -6 -10 -5 12 -12 15 -14 -13 -8
right_child=-2 2 3 10 5 6 16 -9 9 -11 11 13 14 -15 -16 -17 -18
leaf_value=0.014047700051004376 -0.0069135916510758818 0.016263791694325094 0.025477381207434136 -0.0075669555013782256 0.024606766695576085 -0.019200667981143588 0.0077387602495003803 0.0048344443618056543 0.016922206979128194 0.0011417488348011288 -0.014498671208134991 0.0045794566993688449 0.0063265419442483433 -0.0094070757417203804 -0.0087565074643879224 0.01820852664270876 0.011045035878294066
leaf_weight=97 100 58 53 56 58 67 56 72 57 86 63 1649 249 71 68 53 53
leaf_count=97 100 58 53 56 58 67 56 72 57 86 63 1649 249 71 68 53 53
internal_value=0 0.0047902 0.00446526 0.00421217 0.00782794 0.0057406 0.000331409 -0.0067379 0.0124057 0.00744443 0.00338967 0.00367549 0.000165413 0.00442678 0.00308539 0.00500492 0.00936288
internal_weight=0 2866 2769 2711 502 449 248 139 201 143 2209 2153 380 1773 317 1702 109
internal_count=2966 2866 2769 2711 502 449 248 139 201 143 2209 2153 380 1773 317 1702 109
is_linear=0
shrinkage=0.16829


Tree=4255
num_leaves=33
num_cat=0
split_feature=12 2 13 133 2 12 10 3 2 0 13 3 3 402 2 49 0 49 3 0 0 0 3 157 43 49 159 12 13 2 49 2
split_gain=30.9438 9.33384 7.07179 3.34434 2.74432 2.1302 1.99369 1.67656 1.26225 1.6176 1.22485 1.04394 1.20113 0.682138 0.680587 0.679747 0.574884 0.567853 0.551836 0.519212 0.703938 0.716204 0.652372 0.478758 0.374234 0.369661 0.35191 0.324657 0.303564 0.221465 0.196159 0.143385
threshold=0.056995000000000011 0.13154000000000002 -0.00027999999999999998 -0.0094199999999999978 0.10859000000000001 0.092755000000000018 -0.00098999999999999978 0.0035100000000000005 0.08895500000000002 -0.11214999999999999 -0.098524999999999988 -0.0024599999999999995 0.088880000000000015 0.085200000000000012 0.10669500000000001 -0.010819999999999998 -0.042499999999999989 0.10322500000000003 -0.082234999999999989 -0.072529999999999983 0.11737000000000002 -0.05226999999999999 -0.10859999999999999 -0.08205999999999998 -0.088349999999999998 0.059130000000000009 -0.017619999999999997 -0.077389999999999987 -0.075904999999999986 0.08400500000000001 -1.0000000180025095e-35 0.093070000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 11 8 -5 14 10 -10 -2 -4 -13 18 -8 -7 -14 19 23 22 21 -21 -17 -12 -11 -6 -20 -9 -24 -15 -26 -32
right_child=1 -3 4 6 25 15 7 27 9 24 13 12 16 29 -16 17 -18 -19 26 20 -22 -23 28 -25 30 -27 -28 -29 -30 -31 31 -33
leaf_value=0.0014519970072178773 0.0025716005850832339 0.00078626661237396077 0.0013242431095875948 0.00030718388630557178 0.00097849733709459339 0.0014498203925569946 0.0014046848912746721 0.00076695483440538238 0.0013516162420193108 0.0021858212795234206 0.0023126065853285864 0.0022173903054512065 0.0014265276763307238 0.0024355271780428737 0.00089635130305100539 0.002309705380906797 0.0018844018623003758 0.0015796252140343379 0.0021032354524710092 0.0017943787569021546 0.0020836481557480763 0.0013598806598892951 0.0017279052587059101 0.0020422624809814469 0.0020847576432216669 0.0013251944489402695 0.0017944936390717845 0.00040582572653684545 0.001972223795545105 0.0021657396431469713 0.0017738153514914399 0.0019759529007721249
leaf_weight=80 57 77 65 99 90 52 57 52 56 67 87 56 68 61 59 52 55 80 58 167 63 56 80 467 52 55 147 58 206 84 114 65
leaf_count=80 57 77 65 99 90 52 57 52 56 67 87 56 68 61 59 52 55 80 58 167 63 56 80 467 52 55 147 58 206 84 114 65
internal_value=0 0.00191513 0.00115261 0.000847206 0.00147049 0.00195708 0.000698226 0.000869367 0.00203754 0.00186819 0.00209989 0.00168443 0.00181503 0.00207011 0.00114644 0.00181707 0.00163155 0.00184415 0.00203006 0.00187801 0.00177327 0.00168543 0.00196653 0.00208478 0.00196515 0.00111025 0.00188202 0.000576862 0.00190401 0.00227948 0.00190099 0.00184741
internal_weight=0 2148 794 405 389 2071 325 226 1315 354 961 244 179 904 116 756 123 704 759 624 286 223 338 554 298 145 205 110 286 145 231 179
internal_count=2942 2148 794 405 389 2071 325 226 1315 354 961 244 179 904 116 756 123 704 759 624 286 223 338 554 298 145 205 110 286 145 231 179
is_linear=0
shrinkage=0.0032998


Tree=4256
num_leaves=21
num_cat=0
split_feature=2 160 1453 2 0 1211 1212 2 475 43 16 0 41 2 2 4 4 2 474 43
split_gain=0.702398 0.49615 0.273539 0.305229 0.580307 0.518088 0.646011 0.416018 0.396115 0.380966 0.483253 0.373087 0.358664 0.351976 0.85298 0.390877 0.523138 0.304604 0.244671 0.195433
threshold=0.25063000000000007 -0.55045999999999984 -1.0000000180025095e-35 0.084095000000000017 -0.081814999999999985 1.0000000180025095e-35 0.054415000000000012 0.086935000000000012 -0.08230999999999998 -0.03898999999999999 -0.07027499999999999 -0.090164999999999981 0.076195000000000013 -1.0000000180025095e-35 -0.13746499999999998 -0.080414999999999986 -0.072004999999999986 0.086825000000000013 0.083260000000000015 -0.0078799999999999981
decision_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 9 6 8 -8 18 11 19 -4 -10 14 -6 -15 -17 -3 -5 -11
right_child=-2 2 3 5 13 -7 7 -9 12 10 -12 -13 -14 15 -16 16 -18 -19 -20 -21
leaf_value=-0.011281662086012809 -0.015039384587322778 0.0025675634878566116 -0.0022187643083817119 0.0022268172031208477 0.008439235572398061 0.015123766438811369 -0.020912677718205864 -0.0011193983334579116 0.0014179084780407865 0.0021101920781804351 0.027223630307506522 0.013369317523280484 0.013525047141689438 0.016698722542853806 -0.018506159832233061 -0.010022052203694662 0.0077362288883717958 0.018555395833586528 0.014666374138900541 0.014649174297668981
leaf_weight=59 56 60 91 71 67 91 53 70 1386 53 71 83 73 68 66 69 147 78 123 107
leaf_count=59 56 60 91 71 67 91 53 70 1386 53 71 83 73 68 66 69 147 78 123 107
internal_value=0 0.00398394 0.00430317 0.00392715 0.00663085 0.0027358 0.00210005 -0.00966282 0.00297641 0.0111692 0.0156527 0.0052066 0.00202491 0.0022188 -0.00491866 0.00556767 0.00205513 0.0116172 0.010123 0.0105069
internal_weight=0 2886 2827 2689 822 1867 1776 123 1653 405 231 174 1459 417 133 284 216 138 194 160
internal_count=2942 2886 2827 2689 822 1867 1776 123 1653 405 231 174 1459 417 133 284 216 138 194 160
is_linear=0
shrinkage=0.16829


Tree=4257
num_leaves=12
num_cat=0
split_feature=2 4 14 4 12 4 2 4 3 3 1429
split_gain=0.485987 0.415437 0.337124 0.454058 0.303597 0.277887 0.412972 0.409334 0.30354 0.607732 0.379343
threshold=0.25063000000000007 -0.5109999999999999 -0.24168999999999999 0.50996500000000011 -0.11319999999999998 -0.17568999999999999 0.10859000000000001 -0.10701499999999999 -0.082294999999999993 -0.082879999999999995 0.026145000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6 -7 9 -9 -10
right_child=-2 2 4 -5 5 7 -8 8 10 -11 -12
leaf_value=-0.009876675312000191 -0.012508410010401974 0.023182234356627179 0.013818287551386811 0.0013969672301578564 0.016797299945706372 -0.0085072010813812791 -0.00010593826664740175 0.0038347337811651754 0.0019058940032122232 0.018380592116796522 -0.010906412657299802
leaf_weight=66 56 57 75 52 96 92 71 958 1261 89 69
leaf_count=66 56 57 75 52 96 92 71 958 1261 89 69
internal_value=0 0.00331422 0.00362358 0.0128057 0.00325373 0.00295246 0.00960014 0.0025021 0.00292896 0.00507292 0.00123984
internal_weight=0 2886 2820 109 2711 2636 167 2469 2377 1047 1330
internal_count=2942 2886 2820 109 2711 2636 167 2469 2377 1047 1330
is_linear=0
shrinkage=0.16829


Tree=4258
num_leaves=15
num_cat=0
split_feature=1 160 14 1427 13 51 42 42 16 1 3 12 128 130
split_gain=0.445269 0.342738 0.317959 0.308295 0.277581 0.618946 0.321771 0.413735 0.331893 0.249869 0.340152 0.156869 0.239269 0.193647
threshold=0.15390500000000004 -0.5407249999999999 -0.24168999999999999 0.083935000000000023 -0.098524999999999988 0.080080000000000026 -0.069929999999999978 -0.051634999999999993 -0.0048749999999999991 0.117245 -0.080409999999999995 0.089275000000000007 0.09585500000000001 -0.011044999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 9 11 -8 -9 10 -4 13 -13 -6
right_child=-2 2 3 -5 6 -7 7 8 -10 -11 -12 12 -14 -15
leaf_value=-0.0076073112537454364 -0.01262922886136484 0.012341159237563296 0.025272950755168763 0.014403610549157239 -0.0060172771825303993 -0.0068459192554831197 -0.013717223347430365 0.0029352119969990893 -0.0018604091257638244 0.0035213877350749557 0.008132359471754393 0.011693699083321124 -0.00080902482053468228 0.0054127753866877659
leaf_weight=87 54 102 65 63 55 62 53 1245 608 61 67 188 56 176
leaf_count=87 54 102 65 63 55 62 53 1245 608 61 67 188 56 176
internal_value=0 0.00278918 0.00311274 0.00276332 0.00248444 0.00776378 0.00191827 0.000940506 0.00136072 0.0124664 0.0165864 0.00583792 0.00881686 0.00268356
internal_weight=0 2888 2801 2699 2636 255 2381 1906 1853 193 132 475 244 231
internal_count=2942 2888 2801 2699 2636 255 2381 1906 1853 193 132 475 244 231
is_linear=0
shrinkage=0.16829


Tree=4259
num_leaves=22
num_cat=0
split_feature=1 52 1 12 1 39 2 1 52 160 4 52 12 16 51 484 16 11 51 484 124
split_gain=13.6969 3.61491 2.18442 2.21576 1.49513 1.48783 1.14728 1.12914 0.81656 0.827284 0.652375 0.830873 0.580658 1.06253 0.540891 0.679493 0.655658 0.614629 0.37407 0.221207 0.181345
threshold=0.10404000000000001 -0.34918499999999997 0.15099500000000002 0.088965000000000002 0.11561500000000001 0.0039300000000000003 0.12336000000000001 0.088035000000000016 -0.065394999999999995 -1.0000000180025095e-35 0.05864500000000001 0.008405000000000001 -0.087789999999999993 -0.42170999999999997 -0.23172499999999999 -0.084954999999999989 -0.14085499999999998 0.077905000000000016 -0.010764999999999999 -0.14825999999999998 -0.027784999999999997
decision_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 8 -5 6 10 -7 20 -10 14 -12 -11 -14 -1 18 -17 -18 -16 -20 -3
right_child=1 2 -4 4 -6 7 -8 -9 9 12 11 -13 13 -15 15 16 17 -19 19 -21 -22
leaf_value=0.0015500668859596411 0.0013357937031391769 0.00015510472189199975 -4.4048663767175151e-05 0.0014080162605201009 0.00073007065175456718 0.0011633171100164602 0.00076677618946296283 0.00055742174115144859 0.00087558077041948585 0.00077380691280114038 0.00083057639781477339 0.0012759873525884059 0.00063670313747155602 3.1108607180060802e-05 0.001658951234276024 0.0015380557255993731 0.0012311553515072442 0.00088277513002084232 0.0014701648643812341 0.0011850840998575071 0.00041852041694843528
leaf_weight=71 80 58 54 58 92 71 56 64 91 55 90 94 71 57 61 74 1506 58 67 57 57
leaf_count=71 80 58 54 58 92 71 56 64 91 55 90 94 71 57 61 74 1506 58 67 57 57
internal_value=0 0.000677015 0.000588081 0.000651477 0.000992445 0.00121319 0.00123448 0.000876339 0.000519908 0.000617964 0.00124707 0.00105831 0.000489666 0.0003673 0.00126539 0.00125428 0.00123273 0.00121826 0.00144496 0.0013394 0.000285974
internal_weight=0 673 593 539 150 2269 2134 135 389 274 2078 184 183 128 1894 1823 1638 1564 185 124 115
internal_count=2942 673 593 539 150 2269 2134 135 389 274 2078 184 183 128 1894 1823 1638 1564 185 124 115
is_linear=0
shrinkage=0.0032998


Tree=4260
num_leaves=21
num_cat=0
split_feature=1 1 2 13 43 0 124 2 16 48 0 49 0 16 43 2 1 16 131 0
split_gain=21.0095 3.84757 1.90563 1.53313 1.6935 1.387 0.971052 0.937067 0.653735 0.635695 0.651622 0.89792 0.626181 0.45013 0.733827 0.412137 0.341807 0.33479 0.329739 0.25109
threshold=0.12448500000000001 0.10398500000000001 0.11523000000000001 -0.0042049999999999995 -0.049999999999999996 -0.11825999999999999 -0.076779999999999987 -1.0000000180025095e-35 -0.43708999999999992 -0.024949999999999996 -0.14259999999999998 -0.00025999999999999992 -0.11471499999999998 -0.083269999999999997 -0.067269999999999983 0.13966500000000001 0.082135000000000014 -0.48652999999999996 0.090175000000000019 -0.079684999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 8 -5 -3 -1 -7 -2 -8 11 -11 -12 19 -15 -10 -13 -4 -9 -14
right_child=3 2 17 4 -6 7 9 18 15 10 12 16 13 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0011268236093588348 -2.4047092626110472e-05 0.00089308917194075754 0.00056892568283062664 0.00033463396966645312 0.0011552338752143347 0.0010467601760699215 0.0011938539893939916 0.0016869474476925361 0.00061111840670950929 0.0013294217853026503 0.0011185448176200155 0.0016769802957140377 0.0015308016164552849 0.0015189561835219985 0.0013651878251969296 0.00020943742754914467 0.0020427872466237196 0.00091603640268696348 0.0013568611290203339 0.0017664970179234265
leaf_weight=94 58 80 53 53 57 56 88 84 55 55 56 63 502 689 680 57 53 73 57 57
leaf_count=94 58 80 53 53 57 56 88 84 55 55 56 63 502 689 680 57 53 73 57 57
internal_value=0 0.00140561 0.00110747 0.000456461 0.000760174 0.00126071 0.001457 0.00140982 0.000259734 0.00147082 0.00148212 0.00167898 0.00146513 0.00147518 0.0014426 0.000407006 0.00184442 0.000770309 0.00155376 0.0015549
internal_weight=0 2740 403 280 110 277 2337 197 170 2243 2155 171 1984 1928 1369 112 116 126 141 559
internal_count=3020 2740 403 280 110 277 2337 197 170 2243 2155 171 1984 1928 1369 112 116 126 141 559
is_linear=0
shrinkage=0.0032998


Tree=4261
num_leaves=25
num_cat=0
split_feature=1 1 3 124 4 4 133 3 0 4 0 4 3 3 1 4 0 16 3 4 0 16 4 16
split_gain=41.2076 10.0575 4.71517 2.93967 2.76691 2.22118 1.68437 1.26174 1.24486 1.20021 0.9536 1.05624 1.66286 0.759832 0.707362 0.680674 0.897868 0.802982 0.88017 0.64378 0.50857 0.6637 0.312764 0.310124
threshold=0.10404000000000001 0.13612500000000002 -0.049204999999999992 -0.082389999999999977 0.38865500000000003 0.27998000000000006 0.087045000000000025 0.093925000000000022 -0.074249999999999997 -0.029404999999999997 -0.066574999999999981 -0.4950449999999999 -0.10337499999999998 -0.088484999999999994 0.11657000000000002 0.067120000000000013 -0.10934999999999999 -0.097664999999999988 -0.087544999999999998 0.50996500000000011 -0.10594499999999998 0.052690000000000008 -0.00090499999999999988 -0.052039999999999996
decision_type=2 2 2 2 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 13 -3 8 10 14 -9 15 -12 -13 -2 -4 17 -17 18 -5 -7 -19 -22 -20 -14
right_child=1 5 6 7 -6 19 -8 9 -10 -11 11 12 23 -15 -16 16 -18 20 22 -21 21 -23 -24 -25
leaf_value=0.0015929490985253842 0.0018342455831122859 0.001093295155245034 0.0013979969043599202 0.0028744657318275613 0.0012710392313800953 0.00058373631542254459 0.00074113322177597307 0.0022134474340676905 0.0017728181767381376 0.0015378231590023994 0.0024025140156011672 0.0014435034534288232 0.0023322729147102119 0.0023035659918127583 0.00095913047175447792 0.0022849478915647073 0.001765940023389558 0.0020298833479918872 0.002168175289714437 7.9812882584811632e-05 0.0023151644652699191 0.0021104187405184345 0.002528532821039914 0.0020083334230082341
leaf_weight=82 64 64 102 52 58 53 58 61 62 55 75 54 52 95 67 85 65 92 55 58 1256 205 55 95
leaf_count=82 64 64 102 52 58 53 58 61 62 55 75 54 52 95 67 85 65 92 55 58 1256 205 55 95
internal_value=0 0.0012857 0.00152158 0.00220819 0.0018895 0.000603477 0.0012452 0.00223053 0.00137161 0.00189341 0.00224877 0.00206635 0.00194074 0.00211488 0.00122422 0.00227575 0.00206028 0.00229458 0.00251766 0.000320742 0.00227128 0.00228646 0.00234867 0.00212316
internal_weight=0 681 506 2339 217 175 289 2257 231 116 2141 276 201 159 169 1865 150 1715 162 111 1553 1461 110 147
internal_count=3020 681 506 2339 217 175 289 2257 231 116 2141 276 201 159 169 1865 150 1715 162 111 1553 1461 110 147
is_linear=0
shrinkage=0.0032998


Tree=4262
num_leaves=18
num_cat=0
split_feature=4 1 43 4 483 42 0 12 13 1 49 12 1 4 48 43 48
split_gain=0.825609 0.638474 0.395302 0.382787 0.373963 0.355333 0.535078 0.327356 0.27405 0.263003 0.700787 0.479274 0.475304 0.454061 0.350971 0.511209 0.272973
threshold=0.50291500000000011 0.122075 -0.046639999999999994 -0.4950449999999999 0.11579500000000002 0.109255 -0.080884999999999985 0.08622500000000001 -0.05171499999999999 0.10985500000000002 0.0033550000000000003 0.092900000000000024 0.10661000000000002 -0.0101 0.084260000000000015 -0.0025899999999999994 0.086410000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 5 9 -7 -1 -8 12 11 13 14 -11 15 -5 -16
right_child=1 2 -4 4 -6 6 8 -9 -10 10 -12 -13 -14 -15 16 -17 -18
leaf_value=0.02107276293375572 0.0090542926758495311 -0.0035532123615939341 -0.023873907762272016 0.0067925385438085224 0.018137182821779382 -0.014380659057708486 -0.0028431382145155319 0.0052478160372391325 0.011030254726039962 0.034255212469567149 -0.0018989143438817647 0.0057769201820903494 -0.0081276121890186039 0.014273956218328162 0.021241011816611727 0.00040237869210991783 0.0086139934998899388
leaf_weight=89 53 56 53 1184 68 61 80 64 81 52 90 86 71 86 59 507 280
leaf_count=89 53 56 53 1184 68 61 80 64 81 52 90 86 71 86 59 507 280
internal_value=0 -0.00607666 -0.0134504 0.00626782 0.00580351 0.00548478 -0.000951444 0.0144649 0.00412548 0.00607718 0.0106259 0.0156662 0.0053965 0.0218161 0.00587039 0.00487769 0.0108169
internal_weight=0 162 109 2858 2705 2637 222 153 161 2415 314 224 2101 138 2030 1691 339
internal_count=3020 162 109 2858 2705 2637 222 153 161 2415 314 224 2101 138 2030 1691 339
is_linear=0
shrinkage=0.16829


Tree=4263
num_leaves=11
num_cat=0
split_feature=3 123 3 1 1447 3 43 1453 474 40
split_gain=0.63458 0.420469 0.356099 0.353492 0.282516 0.613825 0.380034 0.279626 0.271408 0.115155
threshold=0.3148450000000001 0.088305000000000008 0.12745000000000004 0.13501500000000002 -0.085574999999999984 -0.085549999999999973 -0.49922499999999997 -0.077554999999999985 -0.10387999999999999 -0.078949999999999979
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -8 -9 -3
right_child=-2 9 -4 -5 6 -7 7 8 -10 -11
leaf_value=-0.015363193489462504 -0.0091706996915371028 0.001457241546497858 0.01523587875366722 -0.0084512249425713701 0.017936606764094767 0.0092283509032374793 0.016340205494846285 0.01683878763382091 0.0048646352287086492 -0.0089403313934995638
leaf_weight=56 91 52 103 53 71 59 65 55 2344 71
leaf_count=56 91 52 103 53 71 59 65 55 2344 71
internal_value=0 0.00509265 0.00551509 0.00514401 0.00541659 -0.00273104 0.00578692 0.0054361 0.00513991 -0.00453
internal_weight=0 2929 2806 2703 2650 115 2535 2464 2399 123
internal_count=3020 2929 2806 2703 2650 115 2535 2464 2399 123
is_linear=0
shrinkage=0.16829


Tree=4264
num_leaves=19
num_cat=0
split_feature=4 2 123 2 14 1 1 4 1 43 0 49 2 13 0 1 0 4
split_gain=21.7485 6.1189 3.19677 1.71727 1.75346 1.6758 1.22582 1.01646 0.94679 0.84759 0.764223 1.71327 0.742396 0.599544 0.547834 0.359591 0.151159 0.0988568
threshold=0.31392000000000003 0.13631000000000001 1.0000000180025095e-35 0.10859000000000001 0.064610000000000015 0.13662500000000002 0.10404000000000001 -0.50946499999999995 0.10174000000000001 -0.049364999999999992 -0.10726999999999999 0.082820000000000019 0.11523000000000001 0.0083850000000000018 -0.066574999999999981 0.12448500000000001 -0.066934999999999981 0.51152500000000012
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 13 -1 -4 -2 11 -9 -11 16 -12 -3 -5 -7
right_child=5 15 8 6 -6 17 -8 10 -10 12 14 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0020030700842593101 0.00046886692038387959 0.00095396854151698872 0.0013335632328012857 0.0017115194164906327 0.0020484143887172547 0.00031912047751275221 0.00099635694206869508 0.0011715718412778594 0.00078120630524653768 0.0012038812826969942 0.0015963956645834005 0.0018430303497563075 0.0006737376886876284 0.0011720312220365617 0.0014175085812989706 0.00058632839449873555 0.0014790328168961719 0.00011420989996504744
leaf_weight=57 78 55 63 60 86 52 92 147 74 53 1625 58 64 55 215 63 71 52
leaf_count=57 78 55 63 60 86 52 92 147 74 53 1625 58 64 55 215 63 71 52
internal_value=0 0.00149352 0.00152685 0.00155414 0.00158526 0.000555755 0.00130912 0.00156629 0.00103547 0.000736241 0.0015541 0.00136172 0.000914189 0.00146363 0.00157551 0.000757985 0.00158578 0.000217004
internal_weight=0 2721 2603 2466 2188 299 278 2102 137 195 2045 205 117 186 1840 118 131 104
internal_count=3020 2721 2603 2466 2188 299 278 2102 137 195 2045 205 117 186 1840 118 131 104
is_linear=0
shrinkage=0.0032998


Tree=4265
num_leaves=21
num_cat=0
split_feature=2 12 13 3 40 147 2 16 16 16 14 2 42 0 3 49 16 13 16 16
split_gain=27.0916 8.11188 4.91826 3.69768 2.99949 2.41382 2.27536 1.91395 1.77388 1.78999 1.59417 1.20125 1.19784 1.43692 1.3343 1.15707 0.717917 0.672503 0.632074 0.411204
threshold=0.11366500000000002 -1.0000000180025095e-35 -0.27740999999999993 0.11269500000000002 -0.079369999999999982 0.089245000000000005 -1.0000000180025095e-35 0.15737500000000001 -0.0088649999999999996 -0.087969999999999979 0.064610000000000015 0.094985000000000014 0.095935000000000006 -0.108275 -0.080884999999999985 -0.0087399999999999995 -0.013049999999999997 0.032645000000000007 -0.50069999999999992 0.054560000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 5 -4 10 16 8 9 18 12 -8 13 15 -14 -3 -1 -15 -6 -16
right_child=2 3 4 -5 7 -7 11 -9 -10 -11 -12 -13 14 17 19 -17 -18 -19 -20 -21
leaf_value=0.00079143997969749946 0.00029087823252970529 0.0013365423776850178 0.00042886771114482276 0.001118702365652471 0.00075200886603564107 0.0012272332288467364 0.0019277027711155398 0.0016491230297904422 0.00057912534208534583 0.0017398790633733824 0.0023826399894799023 0.0013202288630856688 0.0013715789916738301 0.0020255204368734886 0.0019638067322919725 0.0019055228477975702 0.001279736196597775 0.0018369226298789491 0.001249748128846777 0.0016344899365487709
leaf_weight=77 92 68 55 63 52 52 66 98 55 57 89 78 81 1279 152 93 58 251 61 59
leaf_count=77 92 68 55 63 52 52 66 98 55 57 89 78 81 1279 152 93 58 251 61 59
internal_value=0 0.00184023 0.000975613 0.00190787 0.00114217 0.00193126 0.00130996 0.00126353 0.00109542 0.00126225 0.00194891 0.0015989 0.00192942 0.00196328 0.00173323 0.00166543 0.00100149 0.0019946 0.00102101 0.00187189
internal_weight=0 2466 470 2187 378 2124 279 323 225 170 2072 144 1983 1691 292 161 135 1530 113 211
internal_count=2936 2466 470 2187 378 2124 279 323 225 170 2072 144 1983 1691 292 161 135 1530 113 211
is_linear=0
shrinkage=0.0032998


Tree=4266
num_leaves=15
num_cat=0
split_feature=34 0 11 31 480 11 0 160 51 132 4 133 160 51
split_gain=0.502942 0.437078 0.431662 0.273734 0.229401 0.358597 0.727564 0.28115 0.576201 0.428164 0.747397 0.479356 0.299675 0.209568
threshold=-0.085789999999999991 0.10923000000000001 0.085630000000000026 -0.017869999999999997 -0.039079999999999997 1.0000000180025095e-35 -0.15445999999999996 -0.014774999999999998 0.024640000000000006 0.0038750000000000004 0.42642000000000008 0.10421000000000001 -0.061914999999999991 0.123935
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 8 12 10 -9 -11 -6 -10
right_child=1 2 -4 4 5 6 -8 9 13 11 -12 -13 -14 -15
leaf_value=-0.0077861076511984619 -0.0050308030001005458 0.023813859519838953 0.0048035729107166374 -0.0011060459498324082 0.0065066790999178756 -0.00032000765877935212 0.024408334514283963 0.0043467608581125158 0.028660618378679423 0.021258654079091562 0.02398523079268922 0.002983656480534527 0.018557031139008851 0.013807386624729145
leaf_weight=62 52 89 55 89 526 52 95 1514 54 102 57 68 66 55
leaf_count=62 52 89 55 89 526 52 95 1514 54 102 57 68 66 55
internal_value=0 0.00751987 0.0165655 0.00704208 0.00727718 0.00756605 0.0156487 0.00707877 0.00992831 0.00593039 0.00506044 0.0139592 0.00785317 0.0211824
internal_weight=0 2874 144 2730 2678 2589 147 2442 701 1741 1571 170 592 109
internal_count=2936 2874 144 2730 2678 2589 147 2442 701 1741 1571 170 592 109
is_linear=0
shrinkage=0.16829


Tree=4267
num_leaves=13
num_cat=0
split_feature=34 481 482 475 151 4 48 47 475 482 3 12
split_gain=0.348074 0.293917 0.280628 0.330208 0.398651 0.407726 0.404579 0.460261 0.284155 0.281493 0.0757048 0.0745386
threshold=-0.085789999999999991 0.076585000000000014 0.083005000000000009 -0.085684999999999997 0.08357500000000001 -0.39175499999999991 0.12036500000000001 0.083670000000000008 -0.090439999999999979 0.099240000000000009 -0.08175499999999998 0.078120000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 11 7 -7 10 -4 -2 -5
right_child=1 -3 9 4 -6 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.0064757855168839753 0.0039528908752973465 0.017284988556701249 -0.0068722378480452918 0.011611712573724748 -0.0058034881728396114 0.0053367634269308835 -0.0054230490811694732 0.012735137175579314 0.023350884280643851 0.0062205874157862375 0.012859819931522571 0.019974720335724908
leaf_weight=62 52 67 93 63 79 1891 87 273 57 93 58 61
leaf_count=62 52 67 93 63 79 1891 87 273 57 93 58 61
internal_value=0 0.00625509 0.00599118 0.00643946 0.0059454 0.00633697 0.00581817 0.00627094 0.0136887 -0.000316166 0.0086656 0.0157403
internal_weight=0 2874 2807 2621 2454 2375 2251 2164 167 186 110 124
internal_count=2936 2874 2807 2621 2454 2375 2251 2164 167 186 110 124
is_linear=0
shrinkage=0.16829


Tree=4268
num_leaves=26
num_cat=0
split_feature=4 3 2 3 12 14 12 3 16 2 16 3 2 2 12 4 16 12 12 3 16 4 51 51 43
split_gain=50.7848 21.9659 9.24298 4.79745 6.0893 4.58449 3.17704 2.337 1.71184 1.54549 1.20173 1.59816 1.18722 2.14252 0.934265 0.88985 0.979749 0.794112 0.743305 0.707557 0.550784 0.531047 0.307945 0.338959 0.227377
threshold=0.31392000000000003 -0.06533499999999999 0.13631000000000001 0.11269500000000002 -1.0000000180025095e-35 0.076450000000000004 0.080020000000000022 -0.079774999999999985 -0.090614999999999987 0.091290000000000024 0.51783000000000012 -0.08867499999999999 0.10233000000000002 0.12750000000000003 0.092825000000000005 -0.0018749999999999997 0.062910000000000008 0.089995000000000006 0.093910000000000007 -0.014924999999999999 0.054560000000000004 0.015030000000000002 0.08623500000000002 -0.025499999999999998 -0.041049999999999996
decision_type=2 2 2 2 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 6 -1 -2 -3 18 11 14 -9 -14 -11 16 -6 -13 22 -10 24 -17 23 -8 -20
right_child=7 2 -4 -5 15 -7 9 12 19 10 -12 17 13 -15 -16 21 -18 -19 20 -21 -22 -23 -24 -25 -26
leaf_value=0.0014639300516005901 0.001199240369316201 0.001994701681070769 0.00065767174601445797 0.0010722304238181882 0.0027061001545208023 0.0031033671888028936 0.0025119927580509178 0.00020647037895138112 0.0016062718105440592 0.0014232837100561246 0.0025513969514214915 0.0025201304599256897 0.0011739621615217612 0.00039914498504940645 0.0020107511479838945 0.0017814503257618699 0.0021203263156934693 0.0021239000577389956 0.00243148575011252 0.0011347534076517353 0.0019567718341525226 0.0022110189346269773 0.00258735041392953 0.0023468481033703547 0.002155916966764003
leaf_weight=52 85 52 96 91 68 75 172 72 54 52 71 69 66 95 70 52 59 299 76 100 79 84 86 797 64
leaf_count=52 85 52 96 91 68 75 172 72 54 52 71 69 66 95 70 52 59 299 76 100 79 84 86 797 64
internal_value=0 0.00212718 0.00160428 0.00176649 0.00190112 0.002302 0.00227013 0.000730526 0.00147577 0.00229295 0.00214793 0.0020894 0.000559385 0.000716991 0.00176064 0.00223415 0.00243425 0.00219829 0.00235679 0.00130032 0.00218003 0.00204703 0.00239344 0.0023762 0.00230576
internal_weight=0 2618 656 560 469 1962 1887 318 206 1835 561 490 233 161 122 263 127 368 1274 154 219 136 1055 969 140
internal_count=2936 2618 656 560 469 1962 1887 318 206 1835 561 490 233 161 122 263 127 368 1274 154 219 136 1055 969 140
is_linear=0
shrinkage=0.0032998


Tree=4269
num_leaves=19
num_cat=0
split_feature=15 13 48 16 12 4 151 48 16 12 42 3 40 4 13 42 43 3
split_gain=0.303438 0.524196 0.303136 0.306744 0.457636 0.47364 0.310106 0.371233 0.345338 0.336549 0.546857 0.371981 0.286944 0.37572 0.389266 0.267032 0.204991 0.115998
threshold=-0.42443999999999993 -0.088294999999999985 0.12036500000000001 -0.096149999999999985 0.092825000000000005 0.10910000000000002 0.053170000000000002 0.097890000000000019 -0.092969999999999983 0.083945000000000006 0.087220000000000006 -0.14186499999999996 -0.069954999999999989 0.41165000000000002 -0.009244999999999998 0.084645000000000012 -0.060849999999999994 -0.036264999999999992
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 -6 7 8 -5 10 -10 -11 -2 14 15 -14 -3 -4
right_child=2 16 17 6 5 -7 -8 -9 9 11 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.014083689062027453 0.0026163691230755696 -0.00057254660308070295 0.0037116715608720833 -0.0067110447240334211 0.013857328227946716 -0.0064881275800184532 -0.0039460101643813573 0.017364869351589342 0.00034680725445963541 0.017574240578151479 0.018147998416778315 0.0071635134510768658 0.0030082379959103394 0.028757521364293451 0.023494189122546208 0.014897749662014771 0.013836465592098644 -0.0074642011751678162
leaf_weight=54 57 60 52 56 57 75 79 90 386 105 56 1358 98 52 77 119 52 53
leaf_count=54 57 60 52 56 57 75 79 90 386 105 56 1358 98 52 77 119 52 53
internal_value=0 -0.000454071 0.00694341 0.007293 0.0109003 0.0022838 0.00638609 0.00678494 0.00629846 0.00668183 0.00260623 0.00791192 0.0137181 0.0155418 0.0131982 0.00953657 0.00610131 -0.00191237
internal_weight=0 166 2770 2665 535 132 2130 2051 1961 1905 442 1463 403 346 294 217 112 105
internal_count=2936 166 2770 2665 535 132 2130 2051 1961 1905 442 1463 403 346 294 217 112 105
is_linear=0
shrinkage=0.16829


Tree=4270
num_leaves=13
num_cat=0
split_feature=14 2 1 11 474 1429 1 2 3 43 3 150
split_gain=0.493832 0.47761 0.378201 0.382981 0.353566 0.369174 0.37186 0.727192 1.21561 0.495962 0.492211 0.315231
threshold=-0.24312999999999999 0.13154000000000002 0.14720000000000003 0.093525000000000011 0.10921000000000002 0.087700000000000014 0.086165000000000005 0.08622500000000001 -0.023409999999999997 -0.013164999999999998 0.091085000000000013 0.083205000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 10 9 -9 -8 11 -2
right_child=2 -3 -4 -5 -6 -7 7 8 -10 -11 -12 -13
leaf_value=0.0049226011386503425 0.0072213552051112653 -0.017146590002682156 0.018541520895320067 -0.0067596079380058136 0.017843349922962735 -0.0063473206509328693 0.0031150637995694987 -0.016814454436632067 0.0037175408231258861 0.0129220278706635 -0.0087742014670012317 0.017056390919238044
leaf_weight=57 1430 54 63 72 66 74 402 118 265 230 52 99
leaf_count=57 1430 54 63 72 66 74 402 118 265 230 52 99
internal_value=0 -0.00579758 0.00563469 0.00534448 0.00566366 0.00536192 0.00569639 0.00317947 -0.00260355 0.0066869 0.00731111 0.00785933
internal_weight=0 111 2871 2808 2736 2670 2596 1015 383 632 1581 1529
internal_count=2982 111 2871 2808 2736 2670 2596 1015 383 632 1581 1529
is_linear=0
shrinkage=0.16829


Tree=4271
num_leaves=15
num_cat=0
split_feature=1211 1425 44 11 52 52 3 13 474 3 13 1212 42 1213
split_gain=0.36681 0.264547 0.285968 0.38164 0.387575 1.17533 0.306007 0.391968 0.251088 0.298479 0.494519 0.277898 0.189978 0.167394
threshold=1.0000000180025095e-35 0.082985000000000017 0.081835000000000019 0.092225000000000015 -0.15824499999999997 -0.23266999999999996 -0.085784999999999986 -0.070004999999999998 0.095835000000000017 0.091085000000000013 -0.36115499999999995 0.087685000000000013 0.097140000000000018 0.0065300000000000002
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 -6 13 -2
right_child=12 -3 -4 -5 8 -7 7 -9 -10 10 -12 -13 -14 -15
leaf_value=0.010217677261832855 0.013921701908862182 0.014923542813636346 0.015751551335133489 -0.0087942769280833308 0.0054266908517801755 -0.024846178086733832 -0.010265266501687902 0.0048577805947111474 0.0133340194229451 0.0077726299554417184 -0.0075651912336313666 -0.0023247446313527085 0.020087110509188516 0.001547642831306233
leaf_weight=99 66 60 54 71 1789 52 81 121 88 100 147 141 54 59
leaf_count=99 66 60 54 71 1789 52 81 121 88 100 147 141 54 59
internal_value=0 0.00385957 0.00361691 0.00337255 0.0037032 -0.00147974 0.00255101 -0.00119752 0.00451176 0.00415432 -0.00134827 0.00485946 0.0117231 0.00809552
internal_weight=0 2803 2743 2689 2618 353 301 202 2265 2177 247 1930 179 125
internal_count=2982 2803 2743 2689 2618 353 301 202 2265 2177 247 1930 179 125
is_linear=0
shrinkage=0.16829


Tree=4272
num_leaves=33
num_cat=0
split_feature=2 3 15 2 30 2 151 16 47 13 16 3 52 3 2 11 16 16 2 16 1212 16 42 13 3 42 16 16 42 2 42 2
split_gain=21.1106 10.3889 3.66186 3.2316 2.27297 2.09334 2.26883 1.77978 1.61184 1.26311 1.13047 1.07622 0.943079 1.49211 0.874423 1.64787 0.602932 0.83614 0.598281 0.639543 1.68865 0.381778 0.377777 0.427902 0.349558 0.313137 0.303776 0.231428 0.192976 0.179439 0.155763 0.120141
threshold=0.13388500000000003 -0.039864999999999991 0.021950000000000001 0.16993500000000003 0.086220000000000019 0.097110000000000016 -0.029339999999999995 -0.52334499999999984 0.082930000000000018 -0.071104999999999988 0.12992000000000004 0.11745500000000002 -0.54533999999999982 -0.097199999999999995 0.076510000000000009 1.0000000180025095e-35 -0.16956499999999999 0.0054050000000000009 0.090020000000000017 -0.082359999999999989 0.087685000000000013 -0.037309999999999989 0.083385000000000015 0.0014600000000000001 -0.077604999999999993 0.088185000000000013 -0.075274999999999995 0.08215500000000002 -0.065449999999999994 0.10406500000000002 0.091465000000000005 0.091235000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 14 -7 -3 10 -2 11 -9 -8 -14 16 18 -1 25 19 28 -21 29 23 -20 -23 26 -18 -19 -16 -15 -27 -24
right_child=3 2 -4 -5 -6 6 12 8 -10 -11 -12 -13 13 21 15 -17 17 27 22 20 -22 24 31 -25 -26 30 -28 -29 -30 -31 -32 -33
leaf_value=0.0013435369267182848 0.00051282530984721165 0.00065211134198580537 0.0019250160956348287 4.975550399450262e-06 0.00053332585697146511 0.00088704589037116887 0.001974032601941034 0.0012163046319218934 0.0017695739540136539 0.0010969731122548729 0.0015977545595895549 0.0007024555562765044 0.0011656496382343945 0.0016525163375732603 0.0018134411059111657 0.0023035286723797274 0.0017891347417599672 0.0013285313175589125 0.0013062588586584608 0.001854541473284592 0.0012349156654402986 0.0017361803588887622 0.0016278172777250018 0.0017249426287102563 0.0013700156501117225 0.0015380478071270528 0.0020604831937913503 0.0016074631848397483 0.0020217704406550875 0.0019013731391741579 0.0017658047654963819 0.0018209605151881161
leaf_weight=53 70 53 75 70 59 52 69 221 66 96 65 56 84 59 66 79 124 54 52 391 55 53 52 57 65 52 75 90 237 78 107 147
leaf_count=53 70 53 75 70 59 52 69 221 66 96 65 56 84 59 66 79 124 54 52 391 55 53 52 57 65 52 75 90 237 78 107 147
internal_value=0 0.00162881 0.00124269 0.00060011 0.00114421 0.0017356 0.00153768 0.00122232 0.00129631 0.000850858 0.00120487 0.00111255 0.00162052 0.00154847 0.00178942 0.00184219 0.00168133 0.00171693 0.00180768 0.00185848 0.00177821 0.00167443 0.00168403 0.00152553 0.00153478 0.00180283 0.00189158 0.00150311 0.00197651 0.00179446 0.00169154 0.00177067
internal_weight=0 2746 595 236 520 2151 460 461 408 166 342 277 408 339 1691 1136 555 502 1057 749 446 255 308 109 118 358 199 144 303 137 159 199
internal_count=2982 2746 595 236 520 2151 460 461 408 166 342 277 408 339 1691 1136 555 502 1057 749 446 255 308 109 118 358 199 144 303 137 159 199
is_linear=0
shrinkage=0.0032998


Tree=4273
num_leaves=16
num_cat=0
split_feature=14 1204 4 1 51 1 0 42 42 13 13 4 43 1204 4
split_gain=0.338493 0.311349 0.289421 0.828485 0.883494 0.295835 0.43746 0.32854 0.29518 0.268932 0.373564 0.253002 0.235429 0.232897 0.191593
threshold=-0.24312999999999999 -0.082199999999999981 -0.17568999999999999 0.079805000000000015 -0.12676999999999997 0.14720000000000003 -0.040094999999999992 0.12276500000000001 0.073240000000000013 -0.17030499999999998 -0.42246499999999992 0.50996500000000011 -0.03898999999999999 -0.085774999999999976 -0.49911499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 13 3 -3 -5 6 7 9 -8 10 -4 -1 -11 -2 -6
right_child=1 2 5 4 14 -7 8 -9 -10 12 -12 -13 -14 -15 -16
leaf_value=0.0035056567935421818 0.0063902882935801264 -0.0038688426818113027 0.0066462581147687053 -0.0009328179089604533 0.018764575648411691 0.016172335621891177 -0.013331213952891746 -0.0074663855035883471 0.0034554552590497691 0.0036392719667360453 -0.013418735044168562 -0.012551871117959518 0.0071648265945710521 0.022013500970370171 0.032643036530462043
leaf_weight=57 56 79 52 53 61 58 67 63 53 1181 53 54 988 53 54
leaf_count=57 56 79 52 53 61 58 67 63 53 1181 53 54 988 53 54
internal_value=0 0.00517278 0.00482364 0.0103259 0.0170115 0.00428254 0.00400114 0.00451042 -0.00590213 0.00484302 -0.00346468 -0.00428993 0.00524602 0.0140034 0.025297
internal_weight=0 2871 2762 247 168 2515 2457 2337 120 2274 105 111 2169 109 115
internal_count=2982 2871 2762 247 168 2515 2457 2337 120 2274 105 111 2169 109 115
is_linear=0
shrinkage=0.16829


Tree=4274
num_leaves=29
num_cat=0
split_feature=4 158 482 159 2 1 2 2 40 12 1 49 484 133 399 474 12 4 2 1209 133 159 42 4 15 2 49 1
split_gain=0.25235 0.317253 0.323323 0.313755 0.376492 0.538583 0.593077 0.464556 0.389883 0.476384 0.603509 0.278061 0.54467 0.638421 0.408904 0.399008 0.393098 0.512713 0.423239 0.343448 0.239315 0.146386 0.125519 0.126912 0.107722 0.10163 0.0901397 0.0176596
threshold=-0.00045499999999999995 0.112085 0.089950000000000016 0.084685000000000024 0.090695000000000012 0.084815000000000015 0.11218000000000002 0.12750000000000003 -0.066359999999999988 0.09696500000000001 0.08901000000000002 -1.0000000180025095e-35 0.085560000000000011 0.083000000000000018 0.091160000000000019 0.023345000000000001 0.084355000000000013 -0.018964999999999999 0.090835000000000013 0.083050000000000013 0.089400000000000021 0.11813500000000002 0.097140000000000018 0.058025000000000007 -0.088819999999999982 0.10724500000000002 -0.013914999999999999 0.13654500000000003
decision_type=2 2 2 2 2 2 2 2 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 8 22 -7 -8 -2 10 -10 16 14 -14 15 19 17 -1 26 -13 21 25 23 -6 -19 -5 -18 -9
right_child=3 -3 -4 20 5 6 7 27 9 -11 -12 12 13 -15 -16 -17 18 24 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.024564962902866572 -0.008420075516765442 0.018095923922997043 -0.0050771016606594513 0.018848155938289597 0.011014306849065033 -0.023879024518158001 0.0057338227138495155 -0.013450119004350348 0.0018982856949793447 -0.0050921497967029517 0.020511464252125897 0.0027670918310180874 -0.020024927423320002 0.0053728377394949619 0.019213358753258775 0.01626616507704309 0.014318641998097337 0.011973177736171096 -0.0083889429744459648 0.011837041296379207 -0.0020691436912204475 0.0033871412303462353 -0.0037938671344531294 0.0016031701265088578 0.0016864349226458936 0.0085942675050635405 0.0050497893398859231 -0.0089125264090460423
leaf_weight=83 53 52 90 60 68 54 81 53 96 65 102 1079 55 57 56 77 54 63 57 133 56 54 56 102 54 52 68 52
leaf_count=83 53 52 90 60 68 54 81 53 96 65 102 1079 55 57 56 77 54 63 57 133 56 54 56 102 54 52 68 52
internal_value=0 0.00511257 0.0047611 0.00183335 0.000245859 -0.00279248 -0.00834638 -0.00382725 0.00473213 0.00738941 0.011496 0.00524434 0.00418581 -0.00708324 0.00512554 0.00451211 0.00930892 0.0144393 0.00356661 0.00376387 0.00741721 0.0106283 0.00309752 0.00537819 0.00724081 0.0141035 0.00916712 -0.01122
internal_weight=0 1978 1926 1004 782 466 240 186 316 263 198 1836 1457 112 1345 1289 379 200 179 1212 222 166 226 170 117 112 122 105
internal_count=2982 1978 1926 1004 782 466 240 186 316 263 198 1836 1457 112 1345 1289 379 200 179 1212 222 166 226 170 117 112 122 105
is_linear=0
shrinkage=0.16829


Tree=4275
num_leaves=12
num_cat=0
split_feature=12 3 3 14 15 12 12 401 157 3 2
split_gain=0.927921 0.654356 0.507474 0.344704 0.369672 0.509187 0.399183 0.355964 0.261499 0.17711 0.123562
threshold=-0.19698999999999997 -0.23394499999999999 -0.15963499999999997 0.078275000000000025 0.15555500000000003 0.095565000000000011 0.093910000000000007 0.11061500000000002 -1.0000000180025095e-35 -0.075579999999999994 0.092645000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 -7 -10 -8
right_child=1 2 3 -5 -6 8 10 -9 9 -11 -12
leaf_value=-0.017141398530441932 0.017020193761614608 -0.012827361974200494 0.0029158654563989322 -0.0092574922492055685 -0.0090982752636515549 -0.0027204790034964297 -0.013209954310335585 0.017034114669535135 0.0064873901900044991 0.012977416766794243 -0.001564513812150285
leaf_weight=63 98 56 1932 60 63 52 52 52 234 246 52
leaf_count=63 98 56 1932 60 63 52 52 52 234 246 52
internal_value=0 0.00349927 0.00302523 0.00334953 0.00363213 0.00393892 0.00275343 0.00328681 0.0085884 0.00981727 -0.00740451
internal_weight=0 2897 2799 2743 2683 2620 2088 1984 532 480 104
internal_count=2960 2897 2799 2743 2683 2620 2088 1984 532 480 104
is_linear=0
shrinkage=0.16829


Tree=4276
num_leaves=12
num_cat=0
split_feature=9 3 0 1 1447 1447 1 34 0 3 2
split_gain=0.648876 0.58329 0.416494 0.812698 0.319465 0.910111 0.370746 0.35759 0.338386 0.534082 0.337762
threshold=0.092645000000000019 -0.23098999999999997 0.10446500000000002 0.15028500000000003 -0.084094999999999989 -0.086059999999999984 0.080320000000000016 -0.082169999999999979 -0.13843999999999998 -0.0096849999999999974 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 8 -8 -6 -10 -9
right_child=-2 2 -4 -5 6 -7 7 10 9 -11 -12
leaf_value=0.015577091586026263 -0.016083808182810029 0.0051326869194609649 -0.0095338215247794626 0.023034568528585545 0.017365581732671793 -0.021919914821630835 0.012986031034608932 -0.012536890829792296 0.0047937533924316007 -0.012596591193294362 0.00056005442814479234
leaf_weight=99 52 92 80 55 57 57 62 59 1278 52 1017
leaf_count=99 52 92 80 55 57 57 62 59 1278 52 1017
internal_value=0 0.00287791 0.0024297 0.00278107 0.00236381 -0.00520424 0.00281111 0.000558025 0.00465842 0.00411248 -0.000156417
internal_weight=0 2908 2809 2729 2674 149 2525 1138 1387 1330 1076
internal_count=2960 2908 2809 2729 2674 149 2525 1138 1387 1330 1076
is_linear=0
shrinkage=0.16829


Tree=4277
num_leaves=13
num_cat=0
split_feature=12 0 49 0 147 43 12 43 475 0 16 43
split_gain=0.63844 0.759846 0.400899 0.39631 0.858891 0.306314 0.570589 0.555292 0.515715 0.419525 0.361766 0.278192
threshold=-0.19698999999999997 0.12469500000000001 -0.14731999999999998 -0.24203499999999997 0.089430000000000023 -0.081189999999999984 0.086445000000000008 -0.010894999999999998 -0.085754999999999984 -0.10594499999999998 -0.18817999999999999 -0.081934999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 -4 5 8 7 -7 -5 -8 -10 -2
right_child=1 -3 3 4 -6 6 9 -9 10 -11 -12 -13
leaf_value=-0.014639815895181776 -0.016950360699533179 0.017449204645447584 0.016527242994380728 -0.0083928825756205416 -0.015421221470714676 -0.0096880890992222211 0.016236159468273011 0.00070691603885572911 -0.0045658839656603604 0.0029310946065621551 0.0079974673581644559 0.00026331192060271923
leaf_weight=63 52 93 55 70 77 206 72 495 72 1007 644 54
leaf_count=63 52 93 55 70 77 206 72 495 72 1007 644 54
internal_value=0 0.00248114 0.00198405 0.00238343 0.00208842 0.00261454 0.00139134 -0.00234526 0.00538235 0.00382059 0.0067316 -0.00816418
internal_weight=0 2897 2804 2698 2643 2566 1780 701 786 1079 716 106
internal_count=2960 2897 2804 2698 2643 2566 1780 701 786 1079 716 106
is_linear=0
shrinkage=0.16829


Tree=4278
num_leaves=20
num_cat=0
split_feature=1 52 1 12 2 147 2 13 39 1 12 157 157 150 1 1429 1 1 42
split_gain=27.0905 5.33607 3.66302 2.28195 1.93405 1.29227 1.19996 1.46816 0.966466 1.39775 0.867612 0.48275 0.935243 0.991732 0.587368 0.274552 0.25078 0.559749 0.179268
threshold=0.10575500000000002 -0.40011499999999994 0.12500000000000003 0.089585000000000012 -1.0000000180025095e-35 0.089430000000000023 0.16730000000000003 -0.05171499999999999 0.0047850000000000011 0.088035000000000016 0.11697000000000002 -0.082259999999999986 -0.07797999999999998 0.082085000000000019 0.09717000000000002 0.083960000000000021 0.11215000000000001 0.11669000000000002 0.083725000000000008
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 16 -4 8 7 -6 10 -10 11 15 -13 14 -14 18 -3 -18 -1
right_child=1 2 4 -5 6 -7 -8 -9 9 -11 -12 12 13 -15 -16 -17 17 -19 -20
leaf_value=0.0016871388970901065 0.0015477878373965958 0.00048444718535885429 -0.00021306858058845875 0.0012298438004521974 0.00028229212325295376 0.000937014679289701 5.501540962425803e-05 0.00099392230384160504 0.0014795522720420708 0.00079883416515086954 0.0011242445955133124 0.0010245182328880425 0.0014721399531576328 0.0011484250579887995 0.0017528543507492043 0.0017914505377979049 0.0009510422314426395 0.00050121195621497146 0.0014456845612320524
leaf_weight=57 66 96 68 93 67 57 61 60 72 61 82 54 1592 101 87 71 57 65 93
leaf_count=57 66 96 68 93 67 57 61 60 72 61 82 54 1592 101 87 71 57 65 93
internal_value=0 0.000659482 0.000556019 0.000796708 0.000263482 0.00142951 0.000436039 0.000618773 0.00144186 0.00116761 0.00145892 0.00147225 0.00145451 0.00146753 0.00148671 0.00161936 0.000611769 0.000711667 0.00153767
internal_weight=0 633 567 311 256 2327 188 127 2270 133 2137 2055 1834 1780 1679 221 218 122 150
internal_count=2960 633 567 311 256 2327 188 127 2270 133 2137 2055 1834 1780 1679 221 218 122 150
is_linear=0
shrinkage=0.0032998


Tree=4279
num_leaves=36
num_cat=0
split_feature=1 52 1 12 1 12 2 11 4 131 4 4 39 43 2 12 52 52 2 16 4 1447 13 156 16 1 43 43 4 13 12 4 43 4 16
split_gain=40.2514 5.85428 3.40671 2.88414 2.09976 3.03251 1.37388 1.34178 1.15379 1.16816 1.06951 0.991833 0.80493 0.771681 0.701474 0.684882 0.64911 0.704941 0.680563 0.634157 0.624642 0.56226 0.503567 0.478506 0.414474 0.386224 0.360805 0.359112 0.344521 0.316848 0.505493 0.222618 0.219383 0.126486 0.0991481
threshold=0.10575500000000002 -0.40011499999999994 0.14228000000000005 0.088325000000000015 0.090740000000000015 -0.0089849999999999982 0.091235000000000024 0.07585500000000002 -0.17006499999999999 0.082750000000000004 0.24099500000000004 -0.0097449999999999985 0.089155000000000012 -0.013164999999999998 0.12141500000000001 1.0000000180025095e-35 0.042815000000000006 0.11534500000000002 0.10121500000000001 0.15737500000000001 0.032770000000000001 -0.084999999999999978 -0.085349999999999995 0.083540000000000017 -0.0046349999999999994 0.082295000000000021 -0.073079999999999992 -0.0071849999999999995 -0.068329999999999988 -0.078199999999999978 0.094955000000000025 0.00059000000000000014 -0.081934999999999994 -0.010264999999999998 0.41580500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 12 6 -6 7 11 -7 13 -5 15 14 -10 20 -1 18 28 29 -20 -3 -17 -4 -23 33 27 -14 32 -18 -8 -31 -15 -13 -19 -21
right_child=1 2 22 10 5 8 16 -9 9 -11 -12 25 26 31 -16 21 17 24 19 34 -22 23 -24 -25 -26 -27 -28 -29 -30 30 -32 -33 -34 -35 -36
leaf_value=0.00130107387799622 0.0016195653983401845 0.00026842135261787476 -0.00017236906170178009 0.0014241076851382942 0.00079122988237475547 0.0019770646600918255 0.0017620632404229243 0.0022158530590467261 0.0009613309169277265 0.0017592899536789889 0.00081059522539461497 0.0019776222876152143 0.00011043688424541998 0.0015554587588402177 0.00086938887786203547 0.0013567896652026106 0.0020383956544282301 0.0017538623955851266 0.0010290487658500007 0.0013496644425672738 0.00073068986479651724 0.0017301009925451939 0.00027110300760441967 0.0014036423439028806 0.0013012238714498858 0.001670449589054929 0.00049838103576213891 0.0021869452424389448 0.0017056422254243934 0.0013043746260138376 0.0017330108295336676 0.0012791717203995776 0.0017386346437460846 0.0015396231689533849 0.0015618962460571257
leaf_weight=56 66 65 52 66 71 56 75 62 52 93 59 100 52 77 97 55 57 58 60 52 63 678 60 54 61 77 53 53 91 72 53 58 79 74 53
leaf_count=56 66 65 52 66 71 56 75 62 52 93 59 100 52 77 97 55 57 58 60 52 63 678 60 54 61 77 53 53 91 72 53 58 79 74 53
internal_value=0 0.00068914 0.000580774 0.000707684 0.00162772 0.00141188 0.00167346 0.00174102 0.00154292 0.00145597 0.00113481 0.00171544 0.000545786 0.00130493 0.000657253 0.00165646 0.00155724 0.00166151 0.00145973 0.00130168 0.000496219 0.0016817 6.48907e-05 0.00170607 0.00152902 0.00187622 0.000306592 0.00194437 0.00183404 0.00158995 0.0014864 0.00143702 0.00187234 0.00163403 0.00145713
internal_weight=0 633 567 455 2327 407 1920 1214 336 280 125 1152 330 187 225 843 706 341 365 165 128 787 112 732 193 309 105 232 148 200 125 135 179 132 105
internal_count=2960 633 567 455 2327 407 1920 1214 336 280 125 1152 330 187 225 843 706 341 365 165 128 787 112 732 193 309 105 232 148 200 125 135 179 132 105
is_linear=0
shrinkage=0.0032998


Tree=4280
num_leaves=25
num_cat=0
split_feature=12 15 12 42 160 40 15 4 4 43 457 129 160 457 42 43 52 1203 49 11 401 43 43 42
split_gain=0.438783 0.387401 0.698686 0.642652 0.457794 0.414572 0.448123 0.924068 1.37764 0.522767 0.361215 0.348542 0.341542 0.323706 0.296122 0.314163 0.274612 0.320785 0.20675 0.206012 0.197072 0.239369 0.114223 0.0817548
threshold=-0.22686499999999998 0.039965000000000007 0.08598500000000002 0.088025000000000006 -0.51511999999999991 -0.096604999999999983 -0.011959999999999998 -0.47860499999999995 -0.016339999999999997 -0.045139999999999993 0.12154000000000001 0.08252000000000001 0.098760000000000014 0.084740000000000024 0.073240000000000013 -0.007069999999999999 -0.040589999999999994 0.088310000000000013 -0.0070849999999999984 0.081130000000000022 0.11336 0.024055000000000003 -0.081139999999999976 -0.0097349999999999989
decision_type=2 2 2 2 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 -2 -6 10 19 9 -9 12 16 13 -7 23 -16 -4 20 -10 -8 21 -18 -14 -3
right_child=1 2 11 -5 5 6 7 8 18 -11 -12 -13 22 -15 15 -17 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.017958724768163854 -0.013154835090198595 0.020492423811385267 0.016916572476169508 0.030497658047582428 0.017114341386245104 0.0030753660365728328 0.0163356637613968 -0.011199792243729667 -0.0033648135878843605 -0.033363876123699308 0.0174692653710696 -0.0060829443105102085 0.017714854508431247 -0.0088276640441749474 0.011983372495917235 -0.0060931700554365158 0.00013092305620897852 0.016086059027524444 0.010671360529482893 0.0020347532060499907 0.01272228007587174 0.0080162022645006593 0.0072346543110600511 0.01173037664786486
leaf_weight=65 52 52 52 52 56 1025 60 66 56 56 53 88 52 69 57 52 424 59 63 55 55 147 70 76
leaf_count=65 52 52 52 52 56 1025 60 66 56 56 53 88 52 69 57 52 424 59 63 55 55 147 70 76
internal_value=0 0.00396619 0.00641565 0.0135391 0.0023906 0.00287255 0.00238065 -0.00289284 -0.00881948 -0.0213882 0.00386147 0.00391812 0.00326689 0.00232298 0.00981063 0.00334322 0.00511471 0.00421618 0.004051 0.00951172 0.00309459 0.00216408 0.0117164 0.015304
internal_weight=0 2847 1114 289 1733 1681 1625 356 241 122 1269 825 1216 1094 237 109 737 685 119 115 626 571 122 128
internal_count=2912 2847 1114 289 1733 1681 1625 356 241 122 1269 825 1216 1094 237 109 737 685 119 115 626 571 122 128
is_linear=0
shrinkage=0.16829


Tree=4281
num_leaves=28
num_cat=0
split_feature=4 3 3 123 12 4 0 3 0 3 4 14 3 4 14 0 0 0 52 12 0 157 484 12 0 4 4
split_gain=44.0289 16.8586 8.28155 4.13539 2.94723 2.12576 1.91614 1.995 1.4354 2.04246 1.4415 1.31534 1.19955 1.09403 0.981857 0.881293 0.767632 0.765894 0.677509 0.57661 0.481742 0.460817 0.342874 0.220799 0.277964 0.121096 0.0871264
threshold=0.31392000000000003 -0.049204999999999992 0.25089000000000006 0.081180000000000016 0.096150000000000013 -0.40515499999999993 -0.105195 0.13772500000000001 -0.066574999999999981 0.095880000000000007 -0.000195 0.073890000000000011 -0.11749 0.061295000000000009 -0.41608999999999996 -0.041534999999999996 -0.10071499999999999 -0.071879999999999986 -0.092084999999999986 0.088725000000000012 -0.038724999999999989 -0.086319999999999994 0.0087000000000000011 0.108115 -0.07087499999999998 -0.076329999999999995 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 11 -3 7 -2 9 10 -7 12 18 15 -8 23 -14 -5 -1 21 -16 -18 -21 24 25 -6 -25
right_child=6 2 -4 17 13 8 14 -9 -10 -11 -12 -13 16 -15 20 -17 19 -19 -20 22 -22 -23 -24 26 -26 -27 -28
leaf_value=0.0022540617604029584 0.0013582076433056452 0.002416880439865612 0.00050707294852654627 0.0014528095949009239 0.0022894856928116739 0.0017650900202701735 0.00091670813050087109 0.00055429405542068387 0.0013189279857935277 0.0014670763104769108 0.0023960433162976808 0.0027778476230690785 0.002012821722904957 0.0016444005979578294 0.00020047059297225142 0.0016847564015521263 0.0021103841742227082 0.0009332705727293102 0.0017630865143612184 0.0022240757574543552 0.0006277040981947494 0.0024223820026235158 0.0025119539355298506 0.0023548034381998769 0.0019303288161844278 0.0020903761311078252 0.0021584314463024903
leaf_weight=55 96 73 68 69 59 72 58 52 58 80 89 62 88 76 65 55 58 57 72 485 52 655 52 59 91 100 56
leaf_count=55 96 73 68 69 59 72 58 52 58 80 89 62 88 76 65 55 58 57 72 485 52 655 52 59 91 100 56
internal_value=0 0.00209161 0.00158798 0.00173551 0.0022325 0.00191068 0.000799357 0.00107599 0.00178697 0.00189946 0.0021141 0.00230444 0.00228438 0.00201095 0.000565204 0.00207719 0.00231362 0.00121806 0.00197599 0.00233477 0.000390653 0.00239705 0.00225202 0.00213623 0.00207939 0.00216448 0.00225949
internal_weight=0 2589 566 498 2023 372 323 148 299 241 161 1527 1465 496 175 420 1338 126 127 1250 117 713 537 365 250 159 115
internal_count=2912 2589 566 498 2023 372 323 148 299 241 161 1527 1465 496 175 420 1338 126 127 1250 117 713 537 365 250 159 115
is_linear=0
shrinkage=0.0032998


Tree=4282
num_leaves=24
num_cat=0
split_feature=474 15 401 51 1 15 0 16 16 13 151 150 1 49 457 16 0 13 399 43 3 1213 43
split_gain=0.313501 0.31612 0.441226 0.388547 0.449731 0.278061 0.723084 0.59707 0.567568 0.366391 0.357141 0.462286 0.381669 0.52492 0.288639 0.232645 0.464839 0.422506 0.301399 0.189014 0.179032 0.270618 0.20846
threshold=-0.10387999999999999 0.039965000000000007 0.078330000000000025 0.08845500000000002 0.077020000000000019 -0.011959999999999998 -0.034759999999999992 0.0048000000000000013 -0.0057949999999999989 0.090235000000000024 0.044055000000000004 0.10860500000000002 0.10075500000000003 -0.0086549999999999978 0.085130000000000025 -0.16318499999999997 -0.086274999999999977 -0.084924999999999987 0.090310000000000015 -0.0096349999999999977 -0.091034999999999991 0.11864000000000001 -0.14239499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 15 -5 10 7 8 -7 -8 11 12 14 -14 -2 -3 17 -17 20 -19 22 -22 -18
right_child=1 3 -4 4 -6 6 9 -9 -10 -11 -12 -13 13 -15 -16 16 18 19 -20 -21 21 -23 -24
leaf_value=0.017371575791729783 0.0067307493537533125 -0.0028721998716011721 -0.0074616375881242118 0.006891820434170387 0.027937469855650796 -0.010839085968498122 0.015078852802754363 -0.020535729360988336 0.012115500701429943 -0.0022578782337563785 0.015094732571983922 -0.007691567908442028 -0.013865221361757408 0.0036274994215198951 0.019664584003199811 0.022499261370734977 0.0016133926339937479 -2.4201705884095297e-05 0.016864438440514187 0.014095186663136132 0.001271701684664579 0.014040103680601032 0.015809761455859255
leaf_weight=58 655 77 99 65 52 67 92 63 56 55 96 83 56 366 53 90 52 55 54 52 496 52 68
leaf_count=58 655 77 99 65 52 67 92 63 56 55 96 83 56 366 53 90 52 55 54 52 496 52 68
internal_value=0 0.0048609 0.00344276 0.00707761 0.0162608 0.0041013 -0.000235527 -0.00721237 -0.000373611 0.0085801 0.00520593 0.00442183 0.00531316 0.00130193 0.0077015 0.00599706 0.00674214 0.0139927 0.00476132 0.00682077 0.00378024 0.00248658 0.00967297
internal_weight=0 2854 1741 1113 117 1642 333 186 123 147 1309 1213 1130 422 708 996 919 197 722 107 668 548 120
internal_count=2912 2854 1741 1113 117 1642 333 186 123 147 1309 1213 1130 422 708 996 919 197 722 107 668 548 120
is_linear=0
shrinkage=0.16829


Tree=4283
num_leaves=21
num_cat=0
split_feature=1 10 52 42 124 1 52 14 0 1 16 51 1 15 15 0 0 1 49 1
split_gain=43.9032 6.22623 4.33144 2.62426 2.57214 2.37852 1.6466 1.44365 2.36007 2.08415 1.70679 1.37033 0.912844 1.20164 0.873023 0.853208 0.750952 0.704264 0.521789 0.485468
threshold=0.10678000000000001 -0.36237499999999995 -0.41694999999999993 0.081605000000000025 -0.048219999999999992 0.13074500000000003 -0.06717999999999999 0.073890000000000011 -0.11073999999999999 0.085410000000000014 -0.26194999999999996 0.11178000000000002 0.14195000000000002 -0.16749999999999998 -0.086819999999999994 -0.079249999999999987 -0.11742499999999999 1.0000000180025095e-35 0.088805000000000009 0.096035000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 6 -1 14 -4 8 9 -6 -10 15 13 -8 -5 18 -15 -17 -12 -11
right_child=1 2 3 5 7 -7 12 -9 10 19 11 -13 -14 16 -16 17 -18 -19 -20 -21
leaf_value=0.0011305002730799896 -0.00037016241662638378 0.0016123219898503732 0.00011785522020528779 0.0009893194800968065 0.0016685663621928471 0.00043107001460981708 0.00043632599836212262 0.0020986742655419235 0.0011281478290150488 0.00078672196684888046 0.0018226489617334614 0.0013415991725105379 0.00027928209980153775 0.0007176972101833089 0.0015529922121762466 0.0015518824673620142 0.0012638849135506291 0.001774865339212347 0.0016082365717298918 0.0012343990096868077
leaf_weight=98 57 60 89 63 100 55 77 86 56 55 938 102 58 59 58 389 52 262 146 52
leaf_count=98 57 60 89 63 100 55 77 86 56 55 938 102 58 59 58 389 52 262 146 52
internal_value=0 0.000669342 0.000773172 0.000674573 0.0016546 0.00100102 0.00050296 0.00167808 0.00166084 0.00132553 0.00169749 0.00171482 0.000642144 0.000753903 0.0012598 0.00173674 0.000973886 0.00164168 0.0017938 0.00100461
internal_weight=0 628 571 511 2284 176 335 2186 2100 207 1893 1837 246 188 121 1735 111 651 1084 107
internal_count=2912 628 571 511 2284 176 335 2186 2100 207 1893 1837 246 188 121 1735 111 651 1084 107
is_linear=0
shrinkage=0.0032998


Tree=4284
num_leaves=17
num_cat=0
split_feature=1375 0 15 0 11 10 1 376 15 16 11 1212 403 479 52 48
split_gain=0.296298 0.278811 0.608713 0.474578 0.492056 0.370987 0.324367 0.46715 0.28547 0.347179 0.278664 0.313828 0.354724 0.290084 0.221451 0.355793
threshold=-0.096734999999999988 -0.18713499999999997 -0.10328999999999998 -0.13619499999999998 0.079225000000000004 -0.16262499999999996 0.10921500000000002 0.081270000000000023 -0.42075999999999997 -0.073554999999999995 0.079225000000000004 0.090175000000000019 -0.088099999999999984 0.098005000000000009 0.0062600000000000008 0.084565000000000015
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 10 8 -8 -10 11 13 -13 -7 15 -3
right_child=1 3 -4 5 -6 6 7 -9 9 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.0053578125635941453 0.00077580145117297984 -0.021203310676107586 0.021831403648215252 0.018659611593513727 0.011194179132373321 0.0079098290509131332 -0.0045680092881959693 -0.012801027394104875 0.017048715113268661 0.002306303030820829 -0.0025059465921200576 -0.0097301689647688872 0.0054563436868305844 -0.0048294204538192253 0.001941548421796067 -0.0020100764215080424
leaf_weight=71 70 53 88 63 57 1700 86 59 66 145 95 65 132 52 53 57
leaf_count=71 70 53 88 63 57 1700 86 59 66 145 95 65 132 52 53 57
internal_value=0 0.00563613 0.0125143 0.00523041 -0.00225265 0.00589954 0.00556384 0.000870009 0.00359185 0.00692619 0.00638048 0.00681455 0.000436446 0.0075307 -0.00696594 -0.0112741
internal_weight=0 2841 158 2683 220 2463 2400 356 297 211 2044 1949 197 1752 163 110
internal_count=2912 2841 158 2683 220 2463 2400 356 297 211 2044 1949 197 1752 163 110
is_linear=0
shrinkage=0.16829


Tree=4285
num_leaves=34
num_cat=0
split_feature=1 12 1 12 15 4 52 15 474 15 4 1 150 1 4 13 15 16 15 475 12 4 151 47 15 15 15 4 43 133 52 133 12
split_gain=36.9245 5.50995 4.31583 3.02249 1.70923 2.23845 1.49489 1.96187 1.39217 1.6936 1.16168 1.52036 0.948224 0.899411 0.894571 1.04849 0.868769 0.723499 0.637181 0.649017 0.634048 0.383347 0.355525 0.336397 0.327168 0.326587 0.460281 0.318717 0.250485 0.218772 0.344713 0.478857 0.134028
threshold=0.10442000000000001 0.088325000000000015 0.13130500000000003 0.11697000000000002 0.062230000000000008 -0.10701499999999999 0.12432000000000001 -0.26361999999999991 0.083685000000000023 -0.12431499999999999 0.0060300000000000015 0.079440000000000024 0.08486500000000001 0.11329500000000002 -0.000195 -0.023024999999999997 -0.43587999999999999 -0.083614999999999981 -0.0044499999999999991 -0.082539999999999988 0.095295000000000019 0.057200000000000008 -0.085369999999999988 0.084695000000000006 0.11447500000000001 0.089125000000000024 0.087325000000000014 0.071150000000000005 0.0066850000000000008 -0.13093499999999997 0.084805000000000019 -0.0087799999999999979 0.085325000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 20 4 8 -6 7 16 9 23 14 27 13 -9 15 -11 -2 29 19 22 -3 -22 -10 -1 25 26 -19 -12 -27 -7 -31 -32 -16
right_child=1 2 -4 -5 5 17 -8 12 18 10 11 -13 -14 -15 32 -17 -18 24 -20 -21 21 -23 -24 -25 -26 28 -28 -29 -30 30 31 -33 -34
leaf_value=0.0023576803361912203 0.00065899577068871608 0.0020146321152710056 0.00064644410277316924 0.0013258028422040101 0.0027208273234043375 0.002298234936591642 0.0013104871012234859 0.00085423578842306572 0.00211426249380291 0.0019295649407000421 0.0016042100682590382 0.0011226445377018873 0.0007146273885873677 0.0014282707029191872 0.0022442160877421341 0.0015987180087753765 0.00013572561657475735 0.0020366648023293628 0.0017545245319222432 0.0019541895714356773 0.0017653517257713437 0.0013837008678368819 0.0024617738674463808 0.0020264438103520031 0.0017883479788230554 0.0021370699515825941 0.0017035158064672177 0.001890740797557614 0.00191200661235464 0.0019464818403744553 0.0020372856406924355 0.0024065516919233023 0.001998891692014987
leaf_weight=53 91 56 53 83 55 89 62 58 59 231 105 62 100 62 52 194 56 105 52 97 62 56 77 101 103 195 83 75 80 99 90 70 55
leaf_count=53 91 56 53 83 55 89 62 58 59 231 105 62 100 62 52 194 56 105 52 97 62 56 77 101 103 195 83 75 80 99 90 70 55
internal_value=0 0.00105597 0.00147192 0.00194515 0.0019687 0.0020724 0.000835797 0.000755508 0.00188583 0.00182358 0.00176044 0.00156993 0.000952871 0.00115111 0.00184704 0.00177863 0.000459894 0.00203334 0.00208841 0.00216277 0.00172315 0.00158453 0.00231127 0.00214067 0.00195984 0.00199792 0.00188977 0.00172379 0.00207173 0.00215277 0.00210265 0.00219906 0.00211844
internal_weight=0 656 227 2265 2182 969 429 367 1213 928 774 242 220 120 532 425 147 914 285 233 174 118 136 154 566 463 188 180 275 348 259 160 107
internal_count=2921 656 227 2265 2182 969 429 367 1213 928 774 242 220 120 532 425 147 914 285 233 174 118 136 154 566 463 188 180 275 348 259 160 107
is_linear=0
shrinkage=0.0032998


Tree=4286
num_leaves=13
num_cat=0
split_feature=12 0 2 2 2 484 481 160 49 42 0 483
split_gain=0.5401 0.565659 0.430915 0.378131 0.515205 0.264143 0.340661 0.336606 0.308564 0.248958 0.20495 0.163081
threshold=-0.10063999999999999 -0.10998999999999999 0.13881000000000002 0.12933000000000003 0.12026500000000001 -0.084954999999999989 -0.084514999999999993 -0.012019999999999998 -0.15302999999999997 0.083725000000000008 -0.047019999999999999 -0.095084999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -2 -8 -10 -4 -9
right_child=2 -3 10 -5 -6 6 8 11 9 -11 -12 -13
leaf_value=0.029328819230661139 0.021630689197979273 0.0052453631777608679 -0.0076285481836216905 0.019055138387845203 -0.0079834014562472078 -0.0061674110715021786 -0.006012356481832644 0.013427356563102398 0.0047202208295543625 0.0083270560976984962 0.0048491166048435577 0.0017939772642109541
leaf_weight=57 69 54 98 63 74 66 58 64 1162 1022 60 74
leaf_count=57 69 54 98 63 74 66 58 64 1162 1022 60 74
internal_value=0 0.0176287 0.00565148 0.00616037 0.0058459 0.00625352 0.00573552 0.0120204 0.00608672 0.00640886 -0.00287882 0.00720219
internal_weight=0 111 2810 2652 2589 2515 2308 207 2242 2184 158 138
internal_count=2921 111 2810 2652 2589 2515 2308 207 2242 2184 158 138
is_linear=0
shrinkage=0.16829


Tree=4287
num_leaves=32
num_cat=0
split_feature=1 3 2 15 47 0 2 0 1 3 0 0 0 2 0 52 131 1212 1 2 1212 3 3 2 42 15 15 43 15 15 15
split_gain=22.708 4.8183 1.80251 1.41106 1.11916 1.50587 1.26957 0.869209 0.78611 1.71634 1.1438 0.603564 0.563208 0.43116 0.416432 0.366021 0.361134 0.267016 0.281364 0.299542 0.265586 0.260526 0.2909 0.242091 0.220545 0.398386 0.420988 0.262313 0.22244 0.177381 0.158311
threshold=0.10509 -0.053364999999999996 0.089570000000000025 -0.14151499999999997 0.091930000000000012 -0.10998999999999999 0.13881000000000002 -0.12259499999999998 0.08864000000000001 -0.12077499999999998 0.040570000000000002 -0.099704999999999974 -0.14385499999999998 0.10573500000000001 -0.13409999999999997 -1.0000000180025095e-35 0.092000000000000012 0.091255000000000017 0.084470000000000003 0.084725000000000009 -0.0087749999999999981 -0.088824999999999987 -0.080294999999999991 0.083970000000000017 0.078120000000000009 -0.040769999999999994 0.025430000000000005 -0.095049999999999982 -0.088954999999999992 0.088135000000000005 0.039965000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 -2 5 12 15 -1 10 -10 14 -9 -3 16 -4 -7 -5 18 19 23 -21 -20 -23 -13 27 28 -27 -16 -26 -19 -29
right_child=1 4 8 13 -6 6 -8 11 9 -11 -12 17 -14 -15 24 -17 -18 29 21 20 -22 22 -24 -25 25 26 -28 30 -30 -31 -32
leaf_value=0.0019466324439627218 0.00080688157851525281 0.00066063039938187831 0.0018326200954743963 0.0016950925117113402 0.0010189243368206122 0.00077795259464915928 3.581401232713363e-05 0.0012931913687810408 0.0017350814295567019 0.00099672495088254484 0.0011040220327868965 0.0016799653880777373 0.001085020130126088 0.0011729914534101499 0.0016087073902922107 0.00040366881312393958 0.001315749343402511 0.001347578215272696 0.0013751327514519057 0.001872698978997248 0.0016318750518809211 0.0017418750052129478 0.0015440585223619697 0.0019377672360986282 0.0016061921722279047 0.0019390460132694485 0.0015872155226605061 0.0013177500392960531 0.0013730861488283829 0.0016174229923292594 0.0015196847122064035
leaf_weight=102 59 89 52 61 75 58 73 57 52 102 71 74 56 61 84 57 52 54 55 59 430 141 207 95 78 52 141 134 115 58 67
leaf_count=102 59 89 52 61 75 58 73 57 52 102 71 74 56 61 84 57 52 54 55 59 430 141 207 95 78 52 141 134 115 58 67
internal_value=0 0.000870541 0.00157367 0.00124929 0.000654161 0.000571901 0.000376677 0.00165215 0.00146336 0.00124627 0.00150543 0.0016277 0.000824776 0.0013991 0.0015448 0.000592744 0.00152084 0.00164392 0.00166039 0.0017032 0.001661 0.00159039 0.00162431 0.00182509 0.00152244 0.00157493 0.00168219 0.00145123 0.00146748 0.00148763 0.00138524
internal_weight=0 641 2280 233 408 333 188 1332 948 154 794 1230 145 174 723 115 113 1173 1061 658 489 403 348 169 671 386 193 285 193 112 201
internal_count=2921 641 2280 233 408 333 188 1332 948 154 794 1230 145 174 723 115 113 1173 1061 658 489 403 348 169 671 386 193 285 193 112 201
is_linear=0
shrinkage=0.0032998


Tree=4288
num_leaves=22
num_cat=0
split_feature=2 0 0 3 1 0 3 2 1 1 156 15 106 40 2 3 1452 1447 51 15 49
split_gain=0.323727 0.474258 0.425247 0.543749 0.446593 0.493297 0.417143 0.389603 0.638107 0.440281 0.421421 0.291874 0.241782 0.291373 0.240211 0.200801 0.313941 0.36981 0.309473 0.130401 0.193406
threshold=0.089570000000000025 -0.14680499999999999 0.13304000000000002 0.35004500000000011 0.10661000000000002 -0.045139999999999993 -0.017704999999999995 0.10488500000000002 0.088965000000000002 0.097070000000000004 0.083125000000000018 -0.082809999999999981 0.085650000000000018 -0.078654999999999989 0.090990000000000015 0.0035100000000000005 1.0000000180025095e-35 -0.084999999999999978 0.090170000000000014 0.11308000000000001 0.092240000000000016
decision_type=2 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 -6 8 10 19 14 -8 13 -3 -2 16 17 -15 -19 20 -9
right_child=2 12 -4 -5 5 -7 11 9 -10 -11 -12 -13 -14 15 -16 -17 -18 18 -20 -21 -22
leaf_value=0.019386334393756938 -0.0045187781811029714 0.019722317833140091 -0.01026017565390158 0.021066300231805824 -0.016491809797112782 0.010276482103755518 0.0050723614493957559 0.014481948660318593 -0.010642344597200979 0.022513243681714788 0.018413889626424408 -0.0098122615688055366 -0.0042017748788573421 -0.0054509922028927712 0.0055693136824034681 -0.001774805550222759 0.019577382081425551 0.0069553347154759993 0.019575827490029486 0.00015365597794285773 0.0042117349636386385
leaf_weight=94 82 53 55 56 68 75 96 104 80 69 63 61 52 65 358 70 58 1143 58 56 105
leaf_count=94 82 53 55 56 68 75 96 104 80 69 63 61 52 65 358 70 58 1143 58 56 105
internal_value=0 0.00777978 0.00421749 0.0048444 0.00409648 -0.00153504 -0.0054802 0.00594081 0.00331075 0.0105262 0.0055335 -0.000699393 0.00705075 0.00745637 0.00368518 0.00698873 0.00745341 0.00689655 0.00756631 0.00739831 0.00933087
internal_weight=0 1593 1328 1273 1217 300 225 917 583 334 503 157 1499 1447 440 1394 1324 1266 1201 265 209
internal_count=2921 1593 1328 1273 1217 300 225 917 583 334 503 157 1499 1447 440 1394 1324 1266 1201 265 209
is_linear=0
shrinkage=0.16829


Tree=4289
num_leaves=18
num_cat=0
split_feature=457 13 1456 51 51 160 150 2 13 49 132 0 13 0 12 0 4
split_gain=0.329813 0.309349 0.376095 0.608871 0.644704 0.745133 0.65803 0.448463 0.329658 0.376928 0.387934 0.461566 0.734275 0.481974 0.444578 0.370421 0.196048
threshold=-0.10142499999999997 -0.026489999999999996 -0.077604999999999993 0.10072000000000002 1.0000000180025095e-35 -0.10994 0.10314000000000002 0.084145000000000011 -0.060719999999999989 -0.08069999999999998 0.081190000000000026 -0.12259499999999998 -0.24426999999999996 -0.044434999999999995 0.086675000000000016 -0.10462499999999998 -0.049279999999999997
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 5 -4 7 -7 9 -2 11 12 -11 15 -12 -13 -10
right_child=1 2 3 -5 -6 6 -8 -9 16 10 14 13 -14 -15 -16 -17 -18
leaf_value=-0.0078919396572000432 0.016329222316650217 0.016499032537773031 -0.015443288242103836 -0.0097017177979567427 0.016564183072897198 0.0085129584108024035 0.02215205601910487 0.00016692425518621977 0.019125293651603797 0.0071983812489235122 0.026235181973823192 0.020198576401556204 -0.020190624427328007 -0.0091584580914582329 0.0050906395427124818 0.0056190198913277046 0.0077119385729252079
leaf_weight=54 95 59 61 102 103 260 52 612 93 58 52 52 53 60 62 1013 80
leaf_count=54 95 59 61 102 103 260 52 612 93 58 52 52 53 60 62 1013 80
internal_value=0 0.00537034 0.00337787 0.00272582 0.00389255 0.00256567 0.00375652 0.00265748 0.0069073 0.00607391 0.00535091 0.00448243 -0.00586307 0.00550479 0.0147513 0.00633257 0.0138578
internal_weight=0 2867 1249 1190 1088 985 924 872 1618 1445 1350 1236 111 1125 114 1065 173
internal_count=2921 2867 1249 1190 1088 985 924 872 1618 1445 1350 1236 111 1125 114 1065 173
is_linear=0
shrinkage=0.16829


Tree=4290
num_leaves=13
num_cat=0
split_feature=1452 1 4 16 1209 4 1211 4 41 16 484 2
split_gain=0.791266 0.652078 0.427695 0.396296 0.367564 0.338892 0.316538 0.432616 0.417208 0.433926 0.253529 0.196579
threshold=0.086470000000000005 0.14787500000000001 0.42642000000000008 -0.45743999999999996 -0.085894999999999985 0.31392000000000003 0.077725000000000016 -0.079614999999999977 0.078385000000000024 -0.0069549999999999985 -0.067754999999999996 0.11666500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 8 -8 9 -6 -2 -7
right_child=10 -3 3 -5 5 11 7 -9 -10 -11 -12 -13
leaf_value=-0.0107309645520698 0.010085270276475763 -0.01171260025427087 0.023191198811246885 0.0058601201522568832 0.0057769839798575357 0.0012704001183913305 -0.013082661798146638 0.0045223232455016017 0.015443248824598795 0.00088597510650964789 0.026549356871278774 -0.01313520277180991
leaf_weight=52 55 79 59 103 1406 55 71 89 94 811 52 52
leaf_count=52 55 79 59 103 1406 55 71 89 94 811 52 52
internal_value=0 0.00335954 0.00378666 0.0121831 0.00326877 0.00355186 0.0039538 -0.00327866 0.00445531 0.00398862 0.0181033 -0.00571366
internal_weight=0 2871 2792 162 2630 2578 2471 160 2311 2217 107 107
internal_count=2978 2871 2792 162 2630 2578 2471 160 2311 2217 107 107
is_linear=0
shrinkage=0.16829


Tree=4291
num_leaves=21
num_cat=0
split_feature=4 10 3 3 150 39 48 14 4 4 3 3 3 3 4 159 4 3 3 4
split_gain=42.9005 13.4357 5.58931 4.01787 3.07785 2.30105 2.16758 2.11832 1.96683 2.30802 1.62256 1.28056 0.823058 0.800203 0.723221 0.627933 0.62459 1.58194 0.531463 0.25099
threshold=0.31392000000000003 -1.0000000180025095e-35 -0.062324999999999998 0.31395500000000004 0.089155000000000012 0.088485000000000008 0.083980000000000013 0.073890000000000011 -0.39175499999999991 -0.0023699999999999997 0.10021000000000001 -0.0063699999999999989 -0.24149499999999999 0.0012800000000000001 0.052250000000000012 0.085345000000000018 -0.17006499999999999 -0.10337499999999998 -0.082204999999999986 0.41823000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 5 8 19 -1 12 -4 11 13 -10 -3 -11 16 18 -14 -18 -16 -2
right_child=3 2 4 -5 -6 -7 -8 -9 9 10 -12 -13 14 -15 15 -17 17 -19 -20 -21
leaf_value=0.0020187754377838435 0.0016460803239036661 0.0024230225273068483 0.0029771968609614073 0.00065443479496532769 0.0017674785692435814 0.0011580853087863044 0.001106501995545053 0.0033480367858416469 0.0018543121263078094 0.0026382601579553171 0.0021347976494607702 0.0024238528690345364 0.0031594145634221728 0.0031351384119059082 0.0027619719841809175 0.0029043506161572489 0.0023868811853015007 0.0028266467971195457 0.0023822767699825187 0.0019160804421975771
leaf_weight=56 65 72 82 65 70 93 58 73 90 105 52 84 56 55 64 63 96 1463 117 99
leaf_count=56 65 72 82 65 70 93 58 73 90 105 52 84 56 55 64 63 96 1463 117 99
internal_value=0 0.00266392 0.00271364 0.0013883 0.00241453 0.00157377 0.00155495 0.00279393 0.00251123 0.00241216 0.00264401 0.00212947 0.00277296 0.00280928 0.0027865 0.00261696 0.00281209 0.00279959 0.00251673 0.00180928
internal_weight=0 2656 2542 322 538 257 114 2004 468 386 212 174 1931 160 1859 244 1615 1559 181 164
internal_count=2978 2656 2542 322 538 257 114 2004 468 386 212 174 1931 160 1859 244 1615 1559 181 164
is_linear=0
shrinkage=0.0032998


Tree=4292
num_leaves=19
num_cat=0
split_feature=1 1452 402 11 11 43 3 16 4 49 16 3 16 4 400 1 4 484
split_gain=0.596485 0.535288 0.318752 0.300899 0.413602 0.361375 0.353151 0.352475 0.657227 0.391109 0.49333 0.347428 0.258521 0.358775 0.293521 0.238101 0.176041 0.175866
threshold=0.14787500000000001 0.086470000000000005 0.13869000000000004 0.079700000000000007 0.086175000000000015 -0.0035149999999999995 -0.12711499999999995 -0.008069999999999999 -0.14595999999999995 0.0062600000000000008 -0.061024999999999989 0.10166000000000001 -0.094174999999999995 0.42118000000000005 -0.0056149999999999993 0.095920000000000019 -0.14994999999999997 -0.067754999999999996
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 9 -9 10 -7 -11 13 -8 -14 -10 -6 -3
right_child=-2 17 -4 4 16 7 12 8 15 11 -12 -13 14 -15 -16 -17 -18 -19
leaf_value=-0.0050920739018306127 -0.0091461179914029446 0.010663110528550122 -0.0074528085629972348 0.024209279559530152 0.00050665177055442094 0.00041850579877051659 -0.0010301932859380343 0.0079958647184360503 -0.0044131977397823532 0.019735392750222718 0.015850730413798305 0.0020369033458632773 0 0.013939757321165367 0.008834707652625241 -0.017854875663930344 0.012360803198187801 0.024399030724392212
leaf_weight=71 79 55 55 55 65 474 207 95 95 78 67 53 117 58 1161 62 79 52
leaf_count=71 79 55 55 55 65 474 207 95 95 78 67 53 117 58 1161 62 79 52
internal_value=0 0.00566673 0.00521813 0.00547341 0.0117816 0.00497809 0.00649812 0.00232103 -0.00304226 0.00433494 0.00233303 0.0125887 0.0070326 0.00223947 0.00802507 -0.00973282 0.00702245 0.0173553
internal_weight=0 2899 2792 2737 199 2538 1614 924 252 672 541 131 1543 265 1278 157 144 107
internal_count=2978 2899 2792 2737 199 2538 1614 924 252 672 541 131 1543 265 1278 157 144 107
is_linear=0
shrinkage=0.16829


Tree=4293
num_leaves=10
num_cat=0
split_feature=2 14 1452 403 2 480 41 2 14
split_gain=0.407836 0.382658 0.350172 0.297902 0.314309 0.292528 0.264864 0.418689 0.109977
threshold=0.25063000000000007 -0.24168999999999999 0.086470000000000005 -0.53473999999999988 0.14744000000000002 -0.039079999999999997 0.083975000000000008 -0.14339499999999997 -0.46226499999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 5 -5 7 -7 -1
right_child=-2 2 -4 4 -6 6 -8 -9 -10
leaf_value=0.009080901810016296 -0.0094562754282825189 -0.0058205879077521325 0.0140169737920239 -0.0065322756893330582 -0.0080024925252762981 -0.0089370093518309317 0.014107220290989087 0.0048496160429496874 0.019716318074426111
leaf_weight=57 59 86 101 66 58 64 84 2348 55
leaf_count=57 59 86 101 66 58 64 84 2348 55
internal_value=0 0.0046666 0.0042808 0.00391674 0.00423705 0.00451484 0.00480767 0.00448306 0.0143197
internal_weight=0 2919 2807 2706 2620 2562 2496 2412 112
internal_count=2978 2919 2807 2706 2620 2562 2496 2412 112
is_linear=0
shrinkage=0.16829


Tree=4294
num_leaves=28
num_cat=0
split_feature=1 3 2 2 4 12 12 150 4 155 4 3 12 12 13 4 2 4 1 13 2 123 13 2 130 49 474
split_gain=73.6167 27.3018 8.42295 7.05868 5.12926 4.56823 3.73177 2.90801 2.76939 2.3932 1.93633 1.81485 1.12785 0.986228 0.962159 0.917109 0.920139 0.977272 0.826308 0.763855 0.627396 0.839197 0.438687 0.423524 0.519242 0.250079 0.235098
threshold=0.10123500000000001 -0.049204999999999992 0.14253500000000002 0.13084500000000002 0.31392000000000003 0.056995000000000011 -1.0000000180025095e-35 0.084925000000000014 0.31392000000000003 0.092900000000000024 0.049545000000000006 -0.14186499999999996 0.092755000000000018 0.090455000000000021 -0.08811999999999999 -0.17568999999999999 0.094985000000000014 -0.0005399999999999999 0.081540000000000015 -0.023739999999999997 -1.0000000180025095e-35 0.084880000000000025 -0.095574999999999979 0.096540000000000015 0.0084900000000000028 0.059130000000000009 0.091180000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 6 5 9 7 20 15 -8 19 11 18 -12 22 -4 -1 17 -17 -7 -2 21 -3 -13 24 -15 -25 -24
right_child=1 2 14 -5 -6 10 8 -9 -10 -11 12 13 -14 23 -16 16 -18 -19 -20 -21 -22 -23 26 25 -26 -27 -28
leaf_value=0.00212525968251132 0.0018375866847410295 -0.00016451639772543746 -0.00078803189023512988 0.00084292265102469364 0.0009136572948834046 0.002274004129807656 0.001319923261759141 0.0010023446011427461 0.00040491998526845309 0.0023827432662780501 0.0020319160437640934 0.0018896415658205751 0.0015268955674906601 0.002011717419960223 -0.00016696525562179162 0.0015126798202685691 0.0013298437235318866 0.0021140484178402506 0.0028574188577352513 0.0013418271471464216 0.00047655861736984532 0.00041205230227080484 0.002212462610108087 0.0017905838017314333 0.0023100745119060649 0.0020482885027307404 0.0019768037835065475
leaf_weight=77 84 57 54 55 83 56 93 58 59 70 102 55 93 351 55 53 54 68 52 58 98 53 816 127 80 65 52
leaf_count=77 84 57 54 55 83 56 93 58 59 70 102 55 93 351 55 53 54 68 52 58 98 53 816 127 80 65 52
internal_value=0 0.000823325 0.000328508 0.00201138 0.00160988 0.00204113 0.000571882 0.00166987 0.000964989 0.00188229 0.00210335 0.00214013 0.00179124 0.0021111 -0.000474973 0.00182337 0.00169034 0.00185093 0.00255523 0.00163534 0.000284443 0.000112965 0.00218003 0.00200894 0.00206718 0.00187801 0.00219839
internal_weight=0 764 469 2214 295 2159 360 310 152 212 1849 1654 195 1546 109 252 175 121 108 142 208 110 923 623 431 192 868
internal_count=2978 764 469 2214 295 2159 360 310 152 212 1849 1654 195 1546 109 252 175 121 108 142 208 110 923 623 431 192 868
is_linear=0
shrinkage=0.0032998


Tree=4295
num_leaves=30
num_cat=0
split_feature=4 2 2 13 151 14 2 43 15 16 2 4 13 13 13 16 52 4 43 2 43 15 2 1213 15 49 133 16 15
split_gain=35.7981 7.42219 3.77062 3.50763 2.45052 2.14829 1.78188 1.45222 1.37196 1.37777 1.23819 0.8329 1.13174 1.10711 0.830705 0.794424 0.88986 0.671503 0.528019 0.486364 0.533057 0.984282 0.469566 0.526839 0.409416 0.298088 0.241789 0.211274 0.0312894
threshold=0.31392000000000003 0.10523 -1.0000000180025095e-35 -0.27740999999999993 -0.039414999999999999 0.064610000000000015 0.13673000000000005 -1.0000000180025095e-35 -0.43091499999999999 -0.52334499999999984 0.092250000000000013 -0.068329999999999988 -0.012224999999999998 0.011265000000000002 -0.0073899999999999999 -0.069169999999999995 -0.41694999999999993 -0.025079999999999995 -0.06512999999999998 0.072175000000000017 -0.065749999999999989 0.084630000000000025 0.08647500000000001 -0.087424999999999989 -0.014669999999999997 0.089350000000000013 0.088525000000000006 0.0054050000000000009 0.050935000000000008
decision_type=2 2 2 2 2 2 2 2 2 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 10 15 -1 14 -10 19 18 26 -14 -2 -6 25 -18 -12 20 27 -22 23 -21 -24 -17 -13 -4 -20
right_child=8 3 5 4 6 -7 -8 -9 9 -11 11 12 13 -15 -16 16 17 -19 28 22 21 -23 24 -25 -26 -27 -28 -29 -30
leaf_value=0.00099351606352933463 0.00067305145319300128 0.00080674182872225708 0.0021248257236234102 0.00095198531011300171 0.0020985784229810554 0.0025212923910763224 0.0012236832567613745 0.0017578831115128196 0.00073615445187724963 9.4052006588302657e-05 0.0017350376630148351 0.0017622992306885971 0.0010960235509022728 0.0017734436533635325 0.0011707879569949268 0.0020628253485499761 0.0017555542217333046 0.0012287656022373207 0.0020734624549732755 0.0018692208047218438 0.0014775309642018851 0.0019500585223297994 0.0018968028095459218 0.0021933115288675607 0.0020778992386335988 0.0017241020123843979 0.0020117127185570872 0.0019261653158837973 0.0022079427680445924
leaf_weight=56 83 66 149 52 84 82 66 53 80 67 52 100 52 54 66 68 55 52 52 66 66 184 249 372 321 52 80 106 57
leaf_count=56 83 66 149 52 84 82 66 53 80 67 52 100 52 54 66 68 55 52 52 66 66 184 249 372 321 52 80 106 57
internal_value=0 0.00188062 0.00196451 0.00151599 0.00162502 0.00199647 0.00171776 0.0013655 0.000670388 0.000443735 0.00197449 0.0018211 0.0017134 0.00144146 0.000893762 0.0018225 0.00172019 0.00149987 0.00201221 0.00201979 0.00193506 0.00182545 0.0020622 0.00214456 0.00199885 0.00191634 0.00187335 0.00204238 0.00214411
internal_weight=0 2646 2151 495 429 2042 377 109 296 147 1960 447 286 106 149 311 227 107 161 1513 505 250 1008 438 570 120 180 255 109
internal_count=2942 2646 2151 495 429 2042 377 109 296 147 1960 447 286 106 149 311 227 107 161 1513 505 250 1008 438 570 120 180 255 109
is_linear=0
shrinkage=0.0032998


Tree=4296
num_leaves=20
num_cat=0
split_feature=4 3 40 3 10 14 151 43 14 43 4 3 133 3 43 4 133 43 133
split_gain=32.4044 9.5113 7.82265 3.37926 2.35178 1.56599 1.47567 1.29954 0.992934 0.783303 0.768813 0.755233 0.978096 0.865591 0.476384 0.528749 0.439353 0.399707 0.102633
threshold=0.31392000000000003 0.28833000000000003 -0.034699999999999988 0.31966500000000003 -1.0000000180025095e-35 -0.44847999999999993 -0.085989999999999983 -0.0068849999999999996 0.073890000000000011 -0.081584999999999977 0.036605000000000006 -0.10519499999999998 0.046800000000000008 -0.075404999999999986 -0.010894999999999998 0.065755000000000008 -0.010024999999999997 -0.06372499999999999 0.085980000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 -1 -2 9 -7 10 18 11 12 -8 -13 15 -12 -16 -6 -4
right_child=3 -3 6 -5 17 7 8 -9 -10 -11 14 13 -14 -15 16 -17 -18 -19 -20
leaf_value=0.00096520136408224705 0.0016775974139310913 0.00082290070637561295 0.0020210474348107523 0.00024115220751716484 0.0016419852451092763 0.00074950041226727897 0.001925557514438285 0.0012941097308704723 0.002608903290633987 0.0016811527532195577 0.0018203534996048187 0.0023488957730388739 0.0024623948867999257 0.0021759412445427019 0.002076075056062708 0.0021530900797919828 0.0024632971014497801 0.0019991759180203275 0.0022397637163796402
leaf_weight=53 52 57 53 52 94 93 134 99 88 72 94 1139 52 446 68 123 64 56 53
leaf_count=53 52 57 53 52 94 93 134 99 88 72 94 1139 52 446 68 123 64 56 53
internal_value=0 0.00215723 0.0021866 0.00100575 0.00156417 0.00116855 0.00223954 0.0010305 0.00226294 0.00194908 0.00224856 0.0022767 0.00207583 0.00230025 0.00210565 0.00200912 0.00226409 0.00177557 0.00213074
internal_weight=0 2646 2589 296 203 244 2386 192 2208 178 2120 1771 186 1585 349 217 132 150 106
internal_count=2942 2646 2589 296 203 244 2386 192 2208 178 2120 1771 186 1585 349 217 132 150 106
is_linear=0
shrinkage=0.0032998


Tree=4297
num_leaves=20
num_cat=0
split_feature=4 160 151 376 16 16 160 16 48 475 403 15 151 15 151 4 4 15 160
split_gain=1.01488 0.670266 0.507275 0.429514 0.363105 0.337726 0.573514 0.549675 0.47985 0.393584 0.322685 0.300538 0.290222 0.20628 0.203194 0.174569 0.171505 0.140654 0.121405
threshold=0.31392000000000003 -0.074049999999999991 -0.085989999999999983 0.084435000000000024 -0.47730499999999992 0.24100000000000002 -0.54913999999999985 0.31625000000000009 0.11098500000000001 -0.084144999999999984 -0.012634999999999999 -0.10114499999999998 -0.088499999999999981 -0.43091499999999999 -0.14796999999999996 0.056815000000000011 -0.49269499999999994 -0.052984999999999997 -0.078934999999999991
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 5 11 6 -4 -7 9 18 -11 -3 14 -6 -1 16 -9 -18 -8
right_child=1 4 3 -5 13 7 8 15 -10 10 -12 -13 -14 -15 -16 -17 17 -19 -20
leaf_value=-0.0005445257865773495 0.011308948865233058 0.0088396009474889584 0.02744244848523739 0.023327931899215042 -0.0059663096540130255 -0.0065161585114114837 0.013469595954575456 0.012897740365679823 0.023311615976046821 0.01173194771631478 0.0068115351698930264 -0.0089267468559828221 -0.0097203314901004329 -0.02087864578310198 0.010966057428768014 0.015281157205671345 0.0077382446276029393 -0.0031966403614001751 0.024464473731717968
leaf_weight=99 82 56 52 62 52 96 64 63 69 554 1197 52 53 54 77 74 66 67 53
leaf_count=99 82 56 52 62 52 96 64 63 69 554 1197 52 53 54 77 74 66 67 53
internal_value=0 -0.00162005 0.00876563 0.00948298 -0.00658255 0.00911772 0.00998294 0.00441082 0.0095133 0.00900266 0.00836933 0.000268798 0.0011865 -0.0135801 0.00448115 0.00830263 0.00565871 0.00221619 0.0184655
internal_weight=0 296 2646 2417 214 2355 1989 366 1937 1868 1751 108 229 106 176 270 196 133 117
internal_count=2942 296 2646 2417 214 2355 1989 366 1937 1868 1751 108 229 106 176 270 196 133 117
is_linear=0
shrinkage=0.16829


Tree=4298
num_leaves=21
num_cat=0
split_feature=10 1 43 16 1444 456 48 13 13 1 1 42 1455 16 51 51 394 15 16 15
split_gain=0.724782 0.339953 0.603944 0.670955 0.590461 0.294453 0.305798 0.336464 0.414709 0.283305 0.936546 0.281449 0.256341 0.197393 0.195184 0.168149 0.216082 0.0948525 0.108086 0.0886547
threshold=-0.092019999999999977 0.089680000000000024 0.0034500000000000004 -0.088824999999999987 -0.065414999999999987 0.07672000000000001 -1.0000000180025095e-35 -0.24426999999999996 -0.087809999999999985 0.076160000000000019 0.081720000000000015 0.098705000000000001 0.093155000000000002 0.26768500000000006 -0.26578999999999992 -0.087719999999999979 -0.0081249999999999985 -0.036279999999999993 -0.081324999999999995 0.084270000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 5 -4 -2 6 -3 -8 -9 12 -11 -10 13 15 -15 -6 -17 -12 -19 -20
right_child=1 2 3 -5 9 -7 7 8 11 10 17 -13 -14 14 -16 16 -18 18 19 -21
leaf_value=-0.010012988792297808 -0.0094597627532600013 -0.0042729529481052506 -0.020704888913251011 0.0027869937066429718 0.016410737328227825 0.017898221888028133 -0.0062481184446844529 0.020913608314023484 0.007537952923172369 0.033054995618249608 0.0034801243259987087 -0.0031011941115584095 -0.0030125016002547932 0.0074713917804185509 -0.0059379642760894712 0.014716056210684822 0.0075369079168969852 0.0171730527424785 0.011826514021978238 0.0029927423323174974
leaf_weight=74 52 85 53 98 78 56 55 59 528 56 66 81 60 73 53 134 1089 56 82 54
leaf_count=74 52 85 53 98 78 56 55 59 528 56 66 81 60 73 53 134 1089 56 82 54
internal_value=0 0.00684606 0.00436667 -0.0054466 0.00820321 0.0060838 0.00526275 0.00638631 0.00742926 0.00871419 0.0133154 0.00611994 0.00774138 0.0081948 0.00181669 0.00881113 0.00832497 0.00902384 0.0109201 0.0083322
internal_weight=0 2868 1015 151 1853 864 808 723 668 1801 314 609 1487 1427 126 1301 1223 258 192 136
internal_count=2942 2868 1015 151 1853 864 808 723 668 1801 314 609 1487 1427 126 1301 1223 258 192 136
is_linear=0
shrinkage=0.16829


Tree=4299
num_leaves=13
num_cat=0
split_feature=4 13 11 52 4 0 4 159 13 49 0 4
split_gain=0.533707 0.309682 0.294377 0.588101 0.508522 0.670903 0.486571 0.284634 0.358266 0.233784 0.314758 0.152251
threshold=0.31392000000000003 0.26379000000000002 0.078340000000000007 -0.0083399999999999985 -0.47860499999999995 -0.00077999999999999999 -0.111135 0.087060000000000012 -0.086004999999999984 -0.15447499999999997 -0.13409999999999997 0.42642000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -6 8 -2 -8 -11 -10
right_child=7 -3 3 -5 5 -7 9 -9 11 10 -12 -13
leaf_value=0.018874834706408668 -0.015548742670161948 0.016771645375684294 0.0063051349071197218 -0.015912972750295462 0.020863701574777124 -0.010222293397936811 0.016804458570106276 0.0065836119472345951 -0.0067842361924717398 -0.0004477554663335172 0.006263770709645438 0.0042601011832479494
leaf_weight=87 62 75 96 52 63 72 54 88 60 220 1927 86
leaf_count=87 62 75 96 52 63 72 54 88 60 220 1927 86
internal_value=0 0.0060994 0.00578738 -0.00148909 0.00623258 0.00576097 0.00627007 -0.00143092 -0.00483032 0.00585153 0.00557521 -0.000266362
internal_weight=0 2646 2571 148 2423 2336 2264 296 208 2201 2147 146
internal_count=2942 2646 2571 148 2423 2336 2264 296 208 2201 2147 146
is_linear=0
shrinkage=0.16829


Tree=4300
num_leaves=26
num_cat=0
split_feature=1 52 2 1 2 3 0 2 2 11 39 3 0 3 1 159 13 3 2 2 16 52 160 42 3
split_gain=50.0312 11.5738 6.45144 6.07903 3.85911 3.54091 2.02597 1.95541 1.64031 1.61542 1.53129 0.979716 0.963559 1.66686 1.42282 1.11268 0.960183 0.831604 0.68493 0.508868 0.500562 0.38153 0.406254 0.439819 0.0219202
threshold=0.10290000000000001 -0.40011499999999994 0.099845000000000003 0.12381000000000002 1.0000000180025095e-35 -0.051469999999999995 -0.014704999999999998 0.25063000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 0.0047850000000000011 -0.039864999999999991 -0.22984499999999997 -0.016814999999999997 0.085410000000000014 0.087410000000000015 -0.07298499999999998 -0.0066499999999999988 0.087605000000000002 0.11543500000000002 -0.0048749999999999991 0.089455000000000021 0.019875 0.091005000000000016 -0.075579999999999994
decision_type=2 2 2 2 2 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 17 8 -5 10 12 -6 -1 15 -15 18 -10 21 -14 -13 -17 22 23 -4 -23
right_child=1 3 6 7 11 -7 -8 -9 16 -11 -12 19 13 14 -16 20 -18 -19 -20 -21 -22 24 -24 -25 -26
leaf_value=0.0019212686602600602 0.0023980702799774826 0.0022327367342275021 0.0016419202624767509 0.00048281042006414327 0.00072147843138963745 0.0011425169877515094 0.0013938615743366725 0.00018566375976229409 0.00079720199743908151 0.0027768488532374349 0.0018275058193249567 0.0014541891622849973 0.0024280415297081369 0.0023638189388263233 0.0031133940868990238 0.0022138673471765848 0.0013319338271695449 0.0016283027316669936 0.0022743287886804247 0.00105967682750427 0.0018007869608882023 0.0023014920591668889 0.002221635271082541 0.0020505822690039324 0.0021779973779804378
leaf_weight=55 86 87 52 75 53 52 72 55 69 96 63 69 835 53 59 86 79 54 526 76 53 52 55 68 52
leaf_count=55 86 87 52 75 53 52 72 55 69 96 63 69 835 53 59 86 79 54 526 76 53 52 55 68 52
internal_value=0 0.00126387 0.00227461 0.00110521 0.0014033 0.00182514 0.00189738 0.000743733 0.000881215 0.00235826 0.00233501 0.00110699 0.00235417 0.00236892 0.002759 0.00233977 0.00108287 0.00200615 0.00236866 0.00124765 0.00205662 0.00207915 0.00198331 0.00187379 0.00224008
internal_weight=0 701 2231 615 337 139 405 278 223 1826 1730 198 1667 1612 112 1500 148 333 1361 145 139 279 175 120 104
internal_count=2932 701 2231 615 337 139 405 278 223 1826 1730 198 1667 1612 112 1500 148 333 1361 145 139 279 175 120 104
is_linear=0
shrinkage=0.0032998


Tree=4301
num_leaves=21
num_cat=0
split_feature=12 13 0 1 9 49 52 156 48 3 160 15 52 49 49 4 3 0 0 0
split_gain=0.729741 0.516069 0.628911 0.748979 0.54162 0.396444 0.390987 0.635901 0.414488 0.818594 0.345246 0.379779 0.943636 0.367614 0.333079 0.403583 0.44748 0.726547 0.180235 0.120288
threshold=0.14824500000000004 -0.088654999999999998 -0.083844999999999989 0.090905000000000014 -1.0000000180025095e-35 -0.099194999999999992 -0.068039999999999975 0.087610000000000007 0.093225000000000016 0.094635000000000011 -0.081969999999999987 -0.091664999999999983 -0.11263999999999999 -0.012224999999999998 0.090085000000000012 0.40996000000000005 -0.080914999999999987 -0.099704999999999974 -0.091234999999999983 -0.11262999999999999
decision_type=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 -6 10 8 9 -8 -7 12 -12 -13 15 16 17 -1 -10 -18
right_child=-2 4 3 -5 5 6 7 -9 18 -11 11 13 -14 -15 -16 -17 19 -19 -20 -21
leaf_value=-0.015267061229922706 -0.012903602944810324 -0.0060940941200955329 0.0059323108979655653 -0.01959075423100479 0.019882429944478343 -0.0078933656891311457 0.0086569830633108774 0.022883290481667751 -0.0081472715299847759 0.029821067321838812 0.012738750640531024 0.019067325562265362 -0.016873354120948102 0.005974135374555308 -0.0067404493367882829 0.021081063849025479 0.017934717729927774 0.009277787332594014 0.0049828568380800402 0.0077235864600489531
leaf_weight=62 53 74 60 71 84 57 1293 95 53 54 59 72 63 395 53 53 55 76 67 83
leaf_count=62 53 74 60 71 84 57 1293 95 53 54 59 72 63 395 53 53 55 76 67 83
internal_value=0 0.00701294 0.00216933 -0.00788709 0.00806238 0.00852023 0.00808716 0.00952841 0.00866234 0.00950677 0.0045995 0.00581153 -0.00253802 0.00799663 0.0056227 0.00761979 0.00502833 -0.00173659 -0.000801312 0.0118063
internal_weight=0 2879 513 131 2366 2292 2208 1562 1467 1347 646 589 122 467 382 329 276 138 120 138
internal_count=2932 2879 513 131 2366 2292 2208 1562 1467 1347 646 589 122 467 382 329 276 138 120 138
is_linear=0
shrinkage=0.16829


Tree=4302
num_leaves=25
num_cat=0
split_feature=1 3 2 2 0 2 15 0 43 0 484 0 0 3 3 3 1446 50 402 43 0 124 0 0
split_gain=20.0155 4.81293 2.35744 1.86856 3.41757 1.5753 1.25899 1.1742 0.812681 0.718293 0.702088 0.687822 0.659237 0.517051 0.651696 0.51647 0.448413 0.515864 0.434794 0.590399 0.520028 0.425939 0.395723 0.119636
threshold=0.098395000000000024 -0.051469999999999995 0.25063000000000007 0.10100500000000003 0.060910000000000006 0.10633000000000002 0.021950000000000001 -0.22984499999999997 0.29736500000000005 -0.14755499999999996 -0.0081849999999999978 -0.041534999999999996 -0.076734999999999984 0.31966500000000003 0.11995000000000001 -0.016814999999999997 0.085380000000000011 0.10209500000000001 0.09253500000000002 -0.27619499999999997 -0.081994999999999985 -0.084389999999999979 -0.06612999999999998 -0.060454999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 6 22 -5 7 13 -1 9 -9 16 12 -7 14 15 -3 17 -11 19 -12 -20 -17 -2 -14
right_child=1 2 -4 4 -6 11 -8 8 -10 10 18 -13 23 -15 -16 21 -18 -19 20 -21 -22 -23 -24 -25
leaf_value=0.00094731416051972955 0.0014694573462898279 0.00081197297606503543 -0.00010216065621299467 0.00036166417489955565 0.0014518320716237494 0.00090449528234044514 0.0011130223904948719 0.0017561563062772443 0.0010963021159846576 0.0015582281756342457 0.0010655037877818755 0.00079587851644165699 0.0012546637574547841 0.00029680675723083906 0.00087102168831963223 0.00064497149627180971 0.0013357402850250452 0.0019291363601771987 0.0014149743403611924 0.0013957594223080354 0.0018270851960074366 0.00030601452002466495 0.0011489657287510097 0.001453591728704609
leaf_weight=57 91 55 52 79 52 52 54 78 77 172 63 52 82 62 87 68 66 55 89 1190 55 101 81 62
leaf_count=57 91 55 52 79 52 52 54 78 77 172 63 52 82 62 87 68 66 55 89 1190 55 101 81 62
internal_value=0 0.000766664 0.000560619 0.00109227 0.000794672 0.00138328 0.000641415 0.00141561 0.00143006 0.00144457 0.00143017 0.0011352 0.00122505 0.000573045 0.000628002 0.000533458 0.00157798 0.00164825 0.00139915 0.00137918 0.00157262 0.000442608 0.00131873 0.00134056
internal_weight=0 782 479 303 131 2150 427 1902 1845 1768 1690 248 196 373 311 224 293 227 1397 1253 144 169 172 144
internal_count=2932 782 479 303 131 2150 427 1902 1845 1768 1690 248 196 373 311 224 293 227 1397 1253 144 169 172 144
is_linear=0
shrinkage=0.0032998


Tree=4303
num_leaves=25
num_cat=0
split_feature=2 30 2 3 52 2 2 0 43 13 123 41 2 15 48 15 0 0 3 159 15 43 43 483
split_gain=37.0533 15.9092 8.88321 6.55385 4.35558 3.91256 2.6522 2.43944 1.7594 1.75496 1.61674 1.46317 1.44283 1.20669 1.04996 0.961164 0.728491 1.62203 0.574293 0.570947 0.443447 0.420863 0.442719 0.429444
threshold=0.11543500000000002 0.083930000000000018 0.25063000000000007 -0.06533499999999999 -0.24841999999999997 -0.084369999999999987 0.10019000000000002 -0.06952499999999999 -0.083479999999999985 -0.092984999999999984 0.08456000000000001 0.075585000000000013 0.10523 -0.015539999999999998 0.085265000000000021 0.015700000000000002 -0.095909999999999981 -0.042499999999999989 -0.13827999999999999 0.083455000000000015 -0.036279999999999993 -0.0019849999999999994 0.00042000000000000007 0.10680500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 7 -2 -5 15 11 -9 -6 16 12 21 -10 -8 19 -11 -18 -15 20 -7 23 -23 -1
right_child=2 -3 -4 5 9 6 14 8 13 10 -12 -13 -14 18 -16 -17 17 -19 -20 -21 -22 22 -24 -25
leaf_value=0.0021053558254724891 0.0019163230712342552 0.00047858576385249776 -0.00026733457919432275 0.0007403981564484297 0.00049150822666539466 0.0018045986801183214 0.0015510554450743211 0.0012197709305189345 0.0015475807160086924 0.00086784439780041847 0.00052976305042513818 0.0025435372984790672 0.0015219653955413164 0.002274229915137357 0.00099369308574916962 0.0022571118451839198 0.0016785195315572302 0.00089975310298098343 0.0018220937588561931 0.0020852443274279333 0.0014536998410662277 0.0016773223731587909 0.0020080089628747859 0.0018044483948877774
leaf_weight=1093 52 86 68 53 89 126 100 60 81 52 52 66 57 68 59 58 67 52 58 53 59 53 314 56
leaf_count=1093 52 86 68 53 89 126 100 60 81 52 52 66 57 68 59 58 67 52 58 53 59 53 314 56
internal_value=0 0.00187377 0.000827034 0.00192346 0.00103157 0.00159009 0.00168898 0.00201229 0.00171901 0.000884002 0.00104049 0.00206005 0.00203974 0.00186354 0.00134446 0.00187393 0.00119559 0.00133851 0.00206638 0.0017804 0.00169288 0.00205918 0.00196035 0.00209072
internal_weight=0 2500 432 2414 364 508 455 1906 267 312 223 1639 1573 207 159 296 171 119 126 238 185 1516 367 1149
internal_count=2932 2500 432 2414 364 508 455 1906 267 312 223 1639 1573 207 159 296 171 119 126 238 185 1516 367 1149
is_linear=0
shrinkage=0.0032998


Tree=4304
num_leaves=41
num_cat=0
split_feature=1 12 1 13 15 13 12 12 51 13 133 15 1 151 42 13 48 15 42 1213 12 42 12 1213 1213 43 51 131 1 15 13 15 51 12 43 1 12 42 42 12
split_gain=16.8172 3.92993 3.70886 1.55394 0.831013 1.13767 0.730561 0.618857 0.611205 0.738903 0.541782 0.704958 0.46368 0.452449 0.434339 0.407374 0.395514 1.04667 0.452664 0.37241 0.366583 0.37746 0.360657 0.388996 0.328512 0.323509 0.31219 0.310179 0.456344 0.298068 0.284827 0.428278 0.265409 0.486599 0.244172 0.209289 0.188157 0.15213 0.0892809 0.0538467
threshold=0.10075500000000003 0.085845000000000019 0.13130500000000003 -0.004409999999999999 0.039965000000000007 -0.014114999999999997 0.096385000000000012 -1.0000000180025095e-35 0.078960000000000016 -0.0031649999999999998 0.083000000000000018 -1.0000000180025095e-35 0.10956 -0.030624999999999996 0.091895000000000018 -0.087404999999999997 0.092020000000000005 -0.2987999999999999 0.092485000000000026 -0.085184999999999983 0.099980000000000013 0.089625000000000024 0.088725000000000012 -0.086579999999999976 -0.021204999999999998 0.055890000000000002 -0.011859999999999997 0.081725000000000006 1.0000000180025095e-35 0.096995000000000012 -0.077614999999999976 0.091285000000000019 -0.09522499999999999 0.084130000000000024 -0.089929999999999996 0.087840000000000015 0.088185000000000013 0.085585000000000008 0.088185000000000013 0.085785000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 20 12 5 10 15 -5 9 -7 11 26 -2 -9 34 19 17 18 -14 -6 21 -3 23 -17 -24 29 -1 28 -25 -8 -26 -32 -11 -34 -12 38 37 -36 -28 -21
right_child=1 2 -4 7 6 8 25 13 -10 32 14 -13 16 -15 -16 22 -18 -19 -20 39 -22 -23 24 27 30 -27 35 -29 -30 -31 31 -33 33 -35 36 -37 -38 -39 -40 -41
leaf_value=0.0014563752014679038 0.00012052199623466253 0.0015698795627923411 0.00030330967591312238 0.0004835845101260877 0.0010843621143216602 0.000815228006536086 0.0012936039021300483 0.00066684390453330272 0.00084118589506073304 0.0013861133380233892 0.0016280063273514524 0.00087351805726835932 0.00014649537916129206 0.001062868474041499 0.0011835609682662369 0.00128987445165429 0.0002426551874582198 0.00088308099965969276 0.00057119742675211722 0.0013183196347975826 0.0010959458623539212 0.0011949419710339862 0.0015915713571865672 0.0015573406354746115 0.0015443792079907967 0.0014171035553959741 0.0013574020557944628 0.001367845926392253 0.001910085437772646 0.00097921209387113084 0.0013996791373033566 0.0010899134374524962 0.00099585377909143969 0.0013490388906616914 0.0014129043094141375 0.0010305219113644409 0.0015541736552204166 0.0012120968421522273 0.0011723803202100015 0.0014754175507109915
leaf_weight=85 52 57 57 52 68 54 57 52 78 92 70 54 57 82 84 60 64 64 53 55 95 63 64 168 52 52 77 58 54 82 115 87 91 82 151 52 73 61 52 56
leaf_count=85 52 57 57 52 68 54 57 52 78 92 70 54 57 82 84 60 64 64 53 55 95 63 64 168 52 52 77 58 54 82 115 87 91 82 151 52 73 61 52 56
internal_value=0 0.000735924 0.00105248 0.000554962 0.00130934 0.00124831 0.00137792 0.00079058 0.00110464 0.00116895 0.00132341 0.00121929 0.00040372 0.00090945 0.00139923 0.00142017 0.000465448 0.000547192 0.000351445 0.00127898 0.00125093 0.00137333 0.00145852 0.00153415 0.00137755 0.00119262 0.00128936 0.00158637 0.0016433 0.00110839 0.00132348 0.00126644 0.00124089 0.00116346 0.00145016 0.00121073 0.00140636 0.00135529 0.00128309 0.00139789
internal_weight=0 748 272 476 2184 1156 1028 186 397 319 759 320 290 134 439 837 238 174 110 179 215 120 658 340 318 191 266 280 222 139 254 202 265 173 355 181 285 212 129 111
internal_count=2932 748 272 476 2184 1156 1028 186 397 319 759 320 290 134 439 837 238 174 110 179 215 120 658 340 318 191 266 280 222 139 254 202 265 173 355 181 285 212 129 111
is_linear=0
shrinkage=0.0032998


Tree=4305
num_leaves=22
num_cat=0
split_feature=4 1375 0 15 0 0 4 2 159 13 4 0 12 12 15 12 4 4 13 4 0
split_gain=0.814099 0.550252 0.81689 0.438614 0.368996 0.736721 0.332399 0.33054 0.522673 0.641348 0.346011 1.23374 0.315151 0.445401 0.303363 0.358642 0.278814 0.161279 0.110808 0.203691 0.0534698
threshold=0.24099500000000004 -0.095554999999999987 -0.14920999999999998 -0.0039399999999999991 -0.105195 -0.12259499999999998 0.51395000000000002 0.10859000000000001 0.087360000000000007 0.0014600000000000001 -0.17006499999999999 -0.060454999999999995 0.11498000000000001 0.10253500000000002 -0.070974999999999983 0.099680000000000005 0.50027500000000014 -0.49911499999999992 -0.16140499999999997 0.41315500000000005 0.056895000000000008
decision_type=2 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 18 16 10 9 14 17 12 13 -12 -9 -16 -6 20 -2 -20 -4
right_child=4 2 7 -5 6 -7 -8 8 -10 -11 11 -13 -14 -15 15 -17 -18 -19 19 -21 -22
leaf_value=-0.0069026581495820905 -0.0061058197298786542 0.013060395339479995 0.0093300551935988074 0.03071002672443358 -0.0075080548534522873 0.02224226643505816 -0.012890259852148863 0.0044902271434837139 -0.0092736847302219132 -0.0031616772675818875 0.010432592790164988 -0.010501130616862243 0.022820787732379295 -0.0010282279386254788 0.028243741850372598 0.008948031411299422 0.0085495081157084627 0.024120757575598863 -0.0037334440282536393 0.010607790151917439 0.017043409334440433
leaf_weight=57 52 85 53 76 55 59 73 66 66 103 1568 86 54 102 57 53 69 61 57 55 52
leaf_count=57 52 85 53 76 55 59 73 66 66 103 1568 86 54 102 57 53 69 61 57 55 52
internal_value=0 0.00942709 0.00980283 0.0214031 0.00142334 0.00611487 -0.00387825 0.00899739 0.00418197 0.00737146 0.00983723 0.00916069 0.0101425 0.00973151 0.013546 0.0189631 0.00141271 0.0172031 0.00030199 0.00329309 0.0131671
internal_weight=0 2539 2482 161 420 223 197 2321 345 279 1976 1810 1724 1670 176 110 124 166 164 112 105
internal_count=2959 2539 2482 161 420 223 197 2321 345 279 1976 1810 1724 1670 176 110 124 166 164 112 105
is_linear=0
shrinkage=0.16829


Tree=4306
num_leaves=22
num_cat=0
split_feature=2 2 2 2 15 0 3 39 457 39 47 0 39 15 43 0 11 15 16 2 0
split_gain=39.1818 17.7221 6.48028 6.07627 4.31099 3.8792 2.0203 1.89631 1.48807 1.47255 1.36138 1.31047 1.23522 0.905537 1.34343 0.64905 0.539358 0.488132 0.439956 0.276851 0.18838
threshold=0.12026500000000001 -1.0000000180025095e-35 0.16730000000000003 0.10523 -0.039149999999999997 -0.12851999999999997 0.15217000000000003 0.0039300000000000003 0.085720000000000005 0.086285000000000014 0.091930000000000012 0.10446500000000002 0.084475000000000008 0.025430000000000005 -0.077449999999999977 0.047640000000000009 1.0000000180025095e-35 -0.080724999999999977 0.26768500000000006 0.083595000000000017 -0.17127999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 7 9 20 12 8 10 -1 15 13 17 14 -7 16 -3 -2 19 -12 -5
right_child=2 3 -4 5 -6 11 -8 -9 -10 -11 18 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00092452639421317789 0.0010336734856088252 0.002085298201739319 -0.00014897476111501944 0.0012176037165569594 0.001611689003154732 0.0018784413343206658 0.00038669582956185524 0.0015505399004203579 0.0016633693709859731 0.00023268484428045846 0.0017708654371694236 0.0022556332072811236 0.00070329032794295954 0.0020546472065920843 0.0012335642802557328 0.0024389066105287667 0.0023700913534796092 0.0014325306219854174 0.0015592652251509059 0.0020790676295768073 0.00094534839680795416
leaf_weight=78 58 1537 77 55 75 68 56 83 98 59 70 56 61 52 74 65 78 82 54 63 60
leaf_count=78 58 1537 77 55 75 68 56 83 98 59 70 56 61 52 74 65 78 82 54 63 60
internal_value=0 0.00189047 0.000690346 0.00197085 0.000975418 0.00157819 0.000941953 0.00204082 0.00206151 0.000626837 0.00208239 0.00180912 0.00109648 0.00168005 0.00154263 0.00211224 0.00209907 0.00126754 0.00181397 0.00191712 0.00107586
internal_weight=0 2625 334 2413 212 365 257 2048 1965 137 1867 250 201 194 142 1680 1615 140 187 133 115
internal_count=2959 2625 334 2413 212 365 257 2048 1965 137 1867 250 201 194 142 1680 1615 140 187 133 115
is_linear=0
shrinkage=0.0032998


Tree=4307
num_leaves=30
num_cat=0
split_feature=12 15 12 3 150 150 12 160 15 49 133 160 15 3 15 1455 49 133 12 12 158 1213 3 1213 12 15 12 12 3
split_gain=20.6757 6.91536 4.61054 3.02141 2.96876 2.93695 1.99156 1.87463 1.51687 1.3709 1.07074 0.953456 0.71734 0.68545 1.90494 0.527606 0.370296 0.393724 0.468094 0.395416 0.373949 0.341717 0.325599 0.248521 0.223173 0.307683 0.183445 0.176667 0.154752
threshold=0.056995000000000011 -0.2987999999999999 0.10082000000000001 0.15217000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.14824500000000004 -1.0000000180025095e-35 0.0047550000000000005 -0.070754999999999985 -0.029244999999999997 -0.023379999999999995 -0.14585999999999996 -0.14186499999999996 0.025430000000000005 0.0034400000000000008 -0.078789999999999985 -0.010024999999999997 0.087745000000000004 0.094045000000000004 0.10668000000000001 0.041025000000000006 -0.0063699999999999989 -0.087424999999999989 0.11005500000000001 -0.039149999999999997 0.11878500000000002 0.093245000000000008 -0.082824999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 13 4 -3 8 12 -1 10 22 -6 -12 -4 14 27 16 -15 18 23 -20 21 -19 -7 -18 25 -14 -26 -2 -17
right_child=2 3 6 -5 5 9 -8 -9 -10 -11 11 -13 24 15 -16 28 17 20 19 -21 -22 -23 -24 -25 26 -27 -28 -29 -30
leaf_value=0.00077652203724729062 0.0017663351230964182 0.0005291387011776786 0.0010484808610150889 0.00060303865280073336 0.0010097702960111701 0.0010353961665406437 0.00071832263750259582 8.472597355914503e-05 0.0020447169603637298 0.00060123519117411895 0.0018818754040718969 0.0013909094792088988 0.0012061014206504771 0.0014359391558851787 0.0023359446274235779 0.0020092474950398243 0.0017163316536099817 0.001676849263653628 0.0016078455017363843 0.0019321410977582657 0.0013750402583189102 0.0014518399057436445 0.0014091236388531889 0.0019784859947626059 0.0016818476312364817 0.0014999984213794671 0.0014340152263673355 0.0014902807613476191 0.0017748916249788096
leaf_weight=83 53 54 53 88 53 52 53 88 53 62 62 146 66 75 68 62 63 776 220 52 57 84 52 120 74 101 64 54 71
leaf_count=83 53 54 53 88 53 52 53 88 53 62 62 146 66 75 68 62 63 776 220 52 57 84 52 120 74 101 64 54 71
internal_value=0 0.00100874 0.00163165 0.00117034 0.00126376 0.00134633 0.00131667 0.000420716 0.00153421 0.000990735 0.00143041 0.00153742 0.00140516 0.00170539 0.00190289 0.00168349 0.001665 0.00167749 0.00175791 0.00166997 0.00163755 0.00165491 0.0012226 0.00188843 0.00146702 0.00138406 0.00156717 0.00162735 0.00188441
internal_weight=0 793 2166 622 534 480 411 171 314 166 261 208 358 1755 175 1580 1447 1372 455 272 917 860 104 183 305 167 138 107 133
internal_count=2959 793 2166 622 534 480 411 171 314 166 261 208 358 1755 175 1580 1447 1372 455 272 917 860 104 183 305 167 138 107 133
is_linear=0
shrinkage=0.0032998


Tree=4308
num_leaves=27
num_cat=0
split_feature=1 3 1 4 150 1 52 0 3 4 47 48 3 13 3 51 13 4 16 52 1 0 481 0 3 3
split_gain=45.8357 7.60454 3.82525 3.16977 2.86187 3.84892 1.82316 1.75486 1.32441 1.15956 0.991868 0.916872 0.864249 1.27949 0.980683 0.82163 0.892389 0.819375 1.4758 1.61798 0.582605 0.577304 0.341162 0.310335 0.179797 0.0102529
threshold=0.10398500000000001 -0.057749999999999989 0.15099500000000002 0.41939500000000002 0.083680000000000018 0.085410000000000014 0.12432000000000001 -0.14920999999999998 0.081495000000000012 0.036605000000000006 0.09717000000000002 0.085835000000000009 0.076825000000000018 -0.085349999999999995 -0.010434999999999998 0.11178000000000002 -0.06286499999999999 -0.49010499999999996 0.054560000000000004 -0.092084999999999986 0.11477000000000001 -0.087649999999999992 -0.082949999999999982 -0.085674999999999987 -0.080454999999999985 -0.047774999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 20 7 23 10 8 -1 15 12 -7 14 -14 -3 17 -17 -9 22 -20 -2 24 -19 -6 -11 -26
right_child=1 2 -4 -5 5 11 -8 9 -10 21 -12 -13 13 -15 -16 16 -18 18 19 -21 -22 -23 -24 -25 25 -27
leaf_value=0.0024943152323234365 0.0016794490730959086 0.00053408477657370366 -0.00028719289299426726 0.00055775578452489281 0.0020410970352644055 0.00067878863880145156 0.0011642306899764174 0.0021476668664834843 0.001818600989974721 0.0018450321848873343 0.00096535943912264618 0.0012741970259235291 0.00036794970306354202 0.0010341029951949662 -3.3082759409929288e-05 0.0018241481140857398 0.0012302372798957393 0.0016648284995814102 0.0017820109400053013 0.0012176328689223802 0.0012996981584590249 0.0013735261414117629 0.0018865207031194622 0.0016854166055465371 0.0015680142329953146 0.0016611274303719125
leaf_weight=71 87 74 54 52 55 53 63 92 58 63 52 61 72 56 60 60 52 84 165 84 92 92 1147 56 52 52
leaf_count=71 87 74 54 52 55 53 63 92 58 63 52 61 72 56 60 60 52 84 165 84 92 92 1147 56 52 52
internal_value=0 0.00079281 0.000533751 0.00127601 0.00177841 0.00142423 0.000651433 0.00181685 0.00219078 0.00179201 0.000548435 0.000997693 0.000465552 0.000659667 0.000279866 0.00182376 0.00154872 0.00184334 0.00182439 0.00159176 0.00148447 0.00158542 0.00187142 0.00186197 0.00170193 0.00161491
internal_weight=0 662 431 231 2297 225 377 2072 129 1943 314 114 262 128 134 1684 112 1572 1480 249 179 259 1231 111 167 104
internal_count=2959 662 431 231 2297 225 377 2072 129 1943 314 114 262 128 134 1684 112 1572 1480 249 179 259 1231 111 167 104
is_linear=0
shrinkage=0.0032998


Tree=4309
num_leaves=30
num_cat=0
split_feature=39 12 151 16 16 475 12 50 16 43 43 402 12 12 12 16 12 160 43 12 42 39 43 16 13 160 16 13 39
split_gain=0.643729 0.316863 0.35202 0.327234 0.49375 0.30582 0.238685 0.405046 0.514154 0.45023 0.645298 0.480828 0.417952 0.493711 0.25813 0.257111 0.255738 0.204971 0.200181 0.267486 0.185702 0.174432 0.289677 0.186277 0.179515 0.154277 0.105149 0.253531 0.0784158
threshold=0.098100000000000007 1.0000000180025095e-35 0.015440000000000001 -0.0015099999999999998 0.044620000000000007 -0.09688999999999999 0.10082000000000001 0.089430000000000023 -0.015214999999999998 0.031820000000000008 -0.00088499999999999983 0.10842 0.091395000000000018 0.086965000000000015 0.091840000000000019 -0.085454999999999989 0.11205000000000002 -0.23566999999999996 0.058415000000000009 0.11878500000000002 0.086510000000000017 1.0000000180025095e-35 -0.081694999999999976 -0.116045 -0.0012399999999999998 -0.0080249999999999991 0.0060400000000000011 0.056735000000000001 0.12081000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 7 9 14 10 11 -7 13 -11 15 -9 26 -1 19 -18 -12 23 -23 -19 -25 -6 27 -8 -2
right_child=28 5 -4 4 25 6 16 8 -10 12 20 -13 -14 -15 -16 -17 18 21 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30
leaf_value=0.015382283750981761 0.0024503422013829263 0.023331898396429313 -0.0030210410104288374 0.027975859176393357 0.016078913990492244 0.012308329231868522 0.012161469032211443 0.017408857858102717 0.031863899674347634 0.023223089734111975 -0.0056967786948222549 -0.0023077361524713831 0.027445377697830946 0.0006363529694139241 0.021775157357173013 0.0044682127399166167 0.016899676984793412 0.0075500510578944335 0.02025325800647472 0.00010518010462327793 0.0070388976586695249 0.0013754401480765301 0.017957545186691713 -0.0097220556030412041 0.003098627437173478 0.004636105473118734 -0.0015478380641059618 -0.0024451460977363473 -0.0057755488865470139
leaf_weight=61 79 65 76 57 57 972 86 85 60 54 86 68 86 56 93 90 52 97 62 56 52 58 62 53 74 82 69 55 56
leaf_count=61 79 65 76 57 57 972 86 85 60 54 86 68 86 56 93 90 52 97 62 56 52 58 62 53 74 82 69 55 56
internal_value=0 0.0109347 0.00775261 0.00911799 0.0147698 0.0119373 0.0115807 0.0124339 0.0177567 0.0111619 0.00991602 0.0113509 0.0186407 0.0117407 0.0145917 0.0107639 0.00775467 0.00637836 0.0126116 0.00820805 -0.000884809 0.00477651 0.00995783 0.00199279 -0.00223759 0.00934141 0.00381433 0.00645111 -0.000948571
internal_weight=0 2824 677 601 196 2147 2082 1702 328 1374 1178 1040 196 110 268 175 380 405 170 108 138 344 120 224 127 139 210 141 135
internal_count=2959 2824 677 601 196 2147 2082 1702 328 1374 1178 1040 196 110 268 175 380 405 170 108 138 344 120 224 127 139 210 141 135
is_linear=0
shrinkage=0.16829


Tree=4310
num_leaves=28
num_cat=0
split_feature=1 2 30 0 123 2 1 2 13 1 11 13 156 11 1 0 1455 43 483 123 0 2 43 0 0 0 133
split_gain=34.4487 5.46851 3.35218 3.76878 2.76495 2.04535 1.55037 1.34762 1.27285 1.13774 1.19471 0.740151 0.729791 0.686598 1.35701 0.540839 0.531679 0.526046 0.502444 0.42208 0.3943 0.340047 0.273683 0.272474 0.243782 0.119859 0.104072
threshold=0.10398500000000001 0.12026500000000001 0.086055000000000006 -0.12259499999999998 1.0000000180025095e-35 0.092320000000000013 0.13872000000000004 -1.0000000180025095e-35 0.11023500000000001 0.085605000000000014 1.0000000180025095e-35 -0.0017949999999999999 0.088735000000000022 1.0000000180025095e-35 0.088470000000000007 -0.099704999999999974 0.083055000000000018 -0.064179999999999987 0.080590000000000009 0.087855000000000016 -0.072924999999999976 0.098655000000000007 -1.0000000180025095e-35 -0.067134999999999986 -0.062394999999999999 -0.13843999999999998 -0.0024649999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 11 5 9 19 -5 13 10 12 -2 16 14 17 -11 18 23 -1 25 22 -19 26 -7 -9 -3 -17
right_child=1 6 -4 7 -6 8 -8 24 -10 15 -12 -13 -14 -15 -16 20 -18 21 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0021187607073801444 0.00063383411016370097 0.00087147082198388575 0.00059244486732512916 0.00123975222724551 0.0013208436124644179 0.0019122154604129821 0.0003143724865990487 0.0016672736925134556 0.0013675569390775135 0.0015950689750471425 0.0025078766895192638 0.0011851011969804428 0.0017206282226794037 0.0021901001541865784 0.0013070150414306256 0.0021733988079379852 0.0017441140029927265 0.0018942136819849261 0.0018686788592338155 0.00062138712344762576 0.0017020715231137057 0.0016564539923642309 0.0018268809094741584 0.002185823518605523 0.001915876869795682 0.00110032197561612 0.001995504866234921
leaf_weight=753 55 52 63 66 81 191 86 89 69 66 65 52 72 57 54 53 53 119 102 52 75 157 102 53 91 53 169
leaf_count=753 55 52 63 66 81 191 86 89 69 66 65 52 72 57 54 53 53 119 102 52 75 157 102 53 91 53 169
internal_value=0 0.00106474 0.00129457 0.00141978 0.00192099 0.00194297 0.000671142 0.00164482 0.00179506 0.00201151 0.00207226 0.000902069 0.00204333 0.00184175 0.0018071 0.00187493 0.00206888 0.00185897 0.00208897 0.000866345 0.00192114 0.00175909 0.00197174 0.00197179 0.00179315 0.000987322 0.00203813
internal_weight=0 659 416 353 2291 2210 243 246 700 1510 1045 107 980 631 574 465 908 520 855 157 399 276 324 244 180 105 222
internal_count=2950 659 416 353 2291 2210 243 246 700 1510 1045 107 980 631 574 465 908 520 855 157 399 276 324 244 180 105 222
is_linear=0
shrinkage=0.0032998


Tree=4311
num_leaves=18
num_cat=0
split_feature=3 9 159 4 3 3 3 1 1213 159 13 1429 43 159 43 12 133
split_gain=1.70787 0.660357 0.554084 0.49276 0.670569 0.430937 0.42618 0.418427 0.380982 0.53402 0.388157 0.36705 0.324524 0.18059 0.230843 0.359586 0.177577
threshold=0.3148450000000001 -1.0000000180025095e-35 0.087060000000000012 -0.082199999999999981 -0.15041499999999997 -0.11372999999999998 -0.088584999999999983 0.12313000000000002 0.085475000000000009 -0.034019999999999988 0.11238500000000001 0.026145000000000005 -0.095964999999999981 0.11813500000000002 -0.010894999999999998 0.083885000000000015 -0.10210999999999999
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 -5 -6 12 -8 9 -3 16 13 -7 14 15 -4 -11
right_child=-2 2 11 4 5 6 7 -9 -10 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0037721882076456373 -0.012845700649831348 0.032693741835555915 -0.0053180275248402636 -0.006622055650929915 0.025584815656512997 0.010152840113233665 0.012166531149070381 0.00084051454016844176 0.0047903859185083365 0.026142501744523056 0.0029970023884673467 -0.0080100098008860192 -0.0068701584415557029 0.0011419769105900305 0.017246992578475083 0.012353142293679681 0.016166983753154864
leaf_weight=88 91 60 52 62 57 61 1457 99 74 60 59 53 66 99 77 87 348
leaf_count=88 91 60 52 62 57 61 1457 99 74 60 59 53 66 99 77 87 348
internal_value=0 0.0105648 0.0110207 0.0119525 0.0105579 0.0111711 0.0106818 0.0114471 0.0161311 0.0177201 0.0157925 0.00493133 0.0012921 0.00711447 0.00984354 0.00572942 0.0176384
internal_weight=0 2859 2771 2403 1802 1740 1683 1556 601 527 467 368 127 315 216 139 408
internal_count=2950 2859 2771 2403 1802 1740 1683 1556 601 527 467 368 127 315 216 139 408
is_linear=0
shrinkage=0.16829


Tree=4312
num_leaves=14
num_cat=0
split_feature=4 39 1 39 149 14 49 1375 1 1 16 0 1
split_gain=1.16671 0.628744 0.517871 0.434628 0.315393 0.335308 0.410395 0.481474 0.304304 0.373297 0.252657 0.269737 0.155782
threshold=0.50291500000000011 0.089030000000000012 0.12200500000000002 0.087620000000000017 0.079475000000000004 0.081390000000000004 -0.066894999999999982 -0.067914999999999989 0.13257000000000002 0.081720000000000015 -0.083614999999999981 -0.085044999999999996 0.110115
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 6 10 -8 9 -9 -1 -12 -3
right_child=2 12 3 -5 -6 -7 7 8 -10 -11 11 -13 -14
leaf_value=0.0095502247674403243 0.0077304513987803622 0.0049568755147795275 -0.022570113140333241 -0.0018232502389538946 0.02241601767699801 -0.0023324087033793064 0.024218909965728327 0.011285885906579309 0.022671645615498406 0.006679275825724613 0.004601022530242394 -0.011456896945163534 -0.0053945586357625041
leaf_weight=84 58 72 55 60 54 67 69 1379 52 784 67 53 96
leaf_count=84 58 72 55 60 54 67 69 1379 52 784 67 53 96
internal_value=0 0.00902178 -0.0052161 -0.0117613 0.00966442 0.00939421 0.00971072 0.0103569 0.00992429 0.00961701 0.00246702 -0.00247625 -0.000947536
internal_weight=0 2777 173 115 2609 2555 2488 2284 2215 2163 204 120 168
internal_count=2950 2777 173 115 2609 2555 2488 2284 2215 2163 204 120 168
is_linear=0
shrinkage=0.16829


Tree=4313
num_leaves=12
num_cat=0
split_feature=2 123 3 124 9 149 4 4 0 1213 15
split_gain=0.949797 0.48636 0.305597 0.29808 0.295909 0.462868 0.294377 0.442452 0.537945 0.323605 0.114144
threshold=0.16730000000000003 0.087855000000000016 0.31351000000000001 -0.077709999999999987 -1.0000000180025095e-35 0.079475000000000004 0.31392000000000003 0.074650000000000008 -0.13619499999999998 -0.094174999999999995 -0.43091499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 6 7 9 -9 -6 -8
right_child=-2 3 -4 -5 5 -7 10 8 -10 -11 -12
leaf_value=-0.0037086205185978666 -0.011505638575452438 -0.01215935709213801 -0.0037822030181544832 0.0041422242643757903 0.015388398636460472 0.023614505349937 0.0066857175067518157 0.030580327361703852 0.010748688506470995 0.0072054987148061113 -0.0031973535868272803
leaf_weight=59 78 55 63 75 147 55 53 53 146 2078 88
leaf_count=59 78 55 63 75 147 55 53 53 146 2078 88
internal_value=0 0.00730688 0.0077839 -0.00274078 0.00805657 0.00832219 0.00799359 0.00842846 0.0160395 0.00774693 0.000504818
internal_weight=0 2872 2742 130 2679 2620 2565 2424 199 2225 141
internal_count=2950 2872 2742 130 2679 2620 2565 2424 199 2225 141
is_linear=0
shrinkage=0.16829


Tree=4314
num_leaves=25
num_cat=0
split_feature=1 2 12 3 2 16 2 12 1 156 1 0 2 2 12 156 3 12 3 3 3 1209 0 3
split_gain=33.7557 7.0385 6.03215 2.23052 1.82453 1.54249 1.45495 1.30266 1.16053 0.963972 0.925651 1.05465 0.914797 0.878689 0.737757 0.603576 1.36808 0.475099 0.468913 0.97018 0.424119 0.388189 0.340869 0.324784
threshold=0.10398500000000001 0.16730000000000003 0.089585000000000012 0.10402500000000002 -1.0000000180025095e-35 0.022165000000000004 0.090145000000000017 0.10713500000000002 0.083065000000000014 0.090560000000000015 0.088470000000000007 0.047640000000000009 -1.0000000180025095e-35 0.10869000000000002 0.080635000000000012 0.086695000000000008 -0.072069999999999981 0.087435000000000013 0.143375 0.090170000000000014 -0.082439999999999986 0.087355000000000002 -0.077574999999999991 -0.10175499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 -1 12 8 20 14 10 11 17 -2 -7 -6 16 22 -8 19 -14 -4 23 -10 -16
right_child=1 -3 7 -5 6 13 9 -9 15 -11 -12 -13 18 -15 21 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0016071614006770455 0.00070545617290841689 0.00026959416345984934 0.002218489002523819 0.0014748069354542761 0.0026192957048581603 0.0017732205622849246 0.0022484725002141102 0.0014434749058765313 0.0021710193656724421 0.0023586796795663778 0.0016506528551490916 0.001584588749711423 0.001012975681168562 0.0011662134694993896 0.0024476421871099858 0.0023746925524898597 0.0015770020206262118 0.0020115935529722473 0.00088020759642643887 0.0015780245088919261 0.00183425372256763 0.0019523747272137942 0.0019373074946649374 0.0022273981324319853
leaf_weight=79 83 73 65 64 59 52 117 62 216 80 86 57 90 53 86 56 68 499 64 53 64 52 105 667
leaf_count=79 83 73 65 64 59 52 117 62 216 80 86 57 90 53 86 56 68 499 64 53 64 52 105 667
internal_value=0 0.00123641 0.00135679 0.00208402 0.00210151 0.00112375 0.00211967 0.00183853 0.00218874 0.00201188 0.00197528 0.00201671 0.000999293 0.00146716 0.00225965 0.00205097 0.00200428 0.00205664 0.00111694 0.00122265 0.00202813 0.00223325 0.00209468 0.0022526
internal_weight=0 659 586 2291 2227 395 2148 191 1309 839 759 673 290 105 864 445 389 616 207 143 129 805 321 753
internal_count=2950 659 586 2291 2227 395 2148 191 1309 839 759 673 290 105 864 445 389 616 207 143 129 805 321 753
is_linear=0
shrinkage=0.0032998


Tree=4315
num_leaves=21
num_cat=0
split_feature=3 4 3 13 4 3 15 159 16 131 43 1374 1 1212 11 155 3 15 3 15
split_gain=0.474544 0.395197 0.674573 0.892888 0.42408 0.334309 0.297538 0.342835 0.356639 0.282771 0.296924 0.273467 0.268744 0.378161 0.308205 0.254676 0.138274 0.13184 0.11496 0.0155028
threshold=-0.23098999999999997 -0.10701499999999999 0.0053500000000000015 -0.011514999999999999 -0.085799999999999987 0.10402500000000002 0.098550000000000013 -0.13716999999999999 -0.052039999999999996 0.09474500000000001 -0.049364999999999992 -1.0000000180025095e-35 0.085550000000000015 0.087685000000000013 0.08765000000000002 0.09828000000000002 -0.08322499999999998 0.084435000000000024 -0.095009999999999983 0.11701500000000002
decision_type=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 17 -4 9 -8 19 11 16 -6 13 -13 -14 -1 -11 -3 -19 -9
right_child=1 4 5 -5 6 -7 7 8 -10 10 -12 12 14 -15 -16 -17 -18 18 -20 -21
leaf_value=0.026111597778588163 0.0034788001246789089 0.021855918515978481 0.018736399709449438 -0.02345321718321736 0.016765736195416884 0.00063425214246091467 0.0017015432365747112 0.006653919799247815 0.023182908478037511 0.0018567887514475382 0.022374213498771861 0.0074762174108770462 0.001525048331360786 -0.0036741994759367366 0.014594162608692528 0.0097644639978256374 0.012435335470883093 0.006464853465914311 0.016830397811351389 0.010867986231979028
leaf_weight=53 85 55 58 59 56 58 71 54 90 63 55 1004 732 94 55 56 80 59 64 52
leaf_count=53 85 55 58 59 56 58 71 54 90 63 55 1004 732 94 55 56 80 59 64 52
internal_value=0 0.00640436 0.000143279 -0.00754337 0.00703365 0.00970081 0.00644593 0.0117495 0.0153801 0.00578308 0.0118484 0.00516344 0.0048178 0.00651999 0.00244067 0.0177296 0.00778742 0.0149676 0.0118729 0.00873815
internal_weight=0 2844 260 144 2584 116 2406 267 196 2139 198 1941 1885 1098 787 109 143 178 123 106
internal_count=2953 2844 260 144 2584 116 2406 267 196 2139 198 1941 1885 1098 787 109 143 178 123 106
is_linear=0
shrinkage=0.16829


Tree=4316
num_leaves=31
num_cat=0
split_feature=1 12 1 2 14 131 0 4 16 42 4 4 376 4 4 12 12 4 157 4 484 51 4 484 12 50 16 1 2 0
split_gain=33.8779 6.33737 6.37158 3.71483 2.56614 1.83482 1.67012 1.39636 1.30617 1.92015 1.14071 1.09042 1.18697 1.28513 1.36257 0.795917 1.03473 1.15862 0.72681 0.700123 0.641723 0.485625 0.461027 0.428161 0.425792 0.424126 0.366036 0.354746 0.26043 0.20821
threshold=0.10509 0.085075000000000026 0.13130500000000003 0.095850000000000005 0.078495000000000023 0.080165000000000014 -0.072924999999999976 -0.036839999999999991 0.067035000000000011 0.095525000000000013 0.052250000000000012 0.50666500000000003 0.083760000000000015 0.056815000000000011 -0.010909999999999998 -0.032329999999999991 0.11697000000000002 -0.17568999999999999 -0.025309999999999996 0.41377500000000006 -0.060004999999999996 -0.08373499999999999 -0.000195 -0.084749999999999978 0.10830500000000001 0.096120000000000025 -0.066844999999999988 0.13486500000000004 0.090020000000000017 -0.066934999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 11 7 4 6 15 10 -3 9 -8 18 12 13 14 -2 -5 17 -17 21 -15 23 -1 -22 -20 29 -23 -9 -13 -12 -19
right_child=1 2 -4 5 -6 -7 8 26 -10 -11 28 27 -14 19 -16 16 -18 24 20 -21 22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.002083086544298843 0.0011509768059082151 0.0023550507569372447 0.00065589076299162779 0.001468064713868011 0.0026822023860421911 0.0011798379601411779 0.0010569519997813768 0.0018977578686680454 0.0020966881363664405 0.0019475881389149042 0.0019144348209633975 0.00080767346500450622 0.0005366834306097018 0.001617421173505813 0.00044856667527029217 0.0022507111043671897 0.001485982495428334 0.0018263577649365497 0.0020525984246523078 0.0010920614521436106 0.0021288436750828425 0.001543488314108845 0.0023351940504392267 0.0016799722176642591 0.0021067901821777996 0.0019529984705705364 0.001512743261446412 0.00045480665791080763 0.0015920240728372588 0.0016018641167830122
leaf_weight=103 72 52 61 65 69 55 54 53 63 52 55 59 52 54 52 92 70 214 103 58 840 52 142 52 52 62 58 67 59 61
leaf_count=103 72 52 61 65 69 55 54 53 63 52 55 59 52 54 52 92 70 214 103 58 840 52 142 52 52 62 58 67 59 61
internal_value=0 0.00111921 0.00156651 0.00197815 0.00205725 0.00175652 0.00203089 0.00190708 0.001719 0.0014942 0.00206677 0.000877101 0.000989321 0.00108891 0.000856702 0.0018137 0.00185958 0.00192191 0.00209359 0.00134567 0.00212727 0.00191694 0.00215872 0.00192782 0.00182929 0.00176651 0.0016969 0.000620318 0.00174788 0.00177669
internal_weight=0 638 224 2315 1706 609 1637 163 169 106 1468 414 288 236 124 554 489 419 1354 112 1137 217 982 155 327 114 111 126 114 275
internal_count=2953 638 224 2315 1706 609 1637 163 169 106 1468 414 288 236 124 554 489 419 1354 112 1137 217 982 155 327 114 111 126 114 275
is_linear=0
shrinkage=0.0032998


Tree=4317
num_leaves=17
num_cat=0
split_feature=13 43 2 4 4 41 1 1455 15 151 4 150 4 484 155 1
split_gain=0.312215 0.96753 0.298153 0.261815 0.607463 0.40277 0.398327 0.459124 0.369659 0.325697 0.288562 0.283057 0.230237 0.224799 0.17175 0.139016
threshold=0.11466000000000001 -0.15961499999999998 0.086545000000000025 -0.39175499999999991 -0.10429499999999998 0.085175000000000015 0.10075500000000003 0.079520000000000021 0.062230000000000008 -0.086249999999999979 0.082475000000000007 0.081245000000000026 -0.032169999999999997 -0.070839999999999986 1.0000000180025095e-35 0.084955000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 14 8 6 7 10 -5 -8 -6 -11 -4 -9 15 -3
right_child=2 3 12 4 5 -7 9 13 -10 11 -12 -13 -14 -15 -16 -17
leaf_value=-0.015715080998782861 0.023999205533960483 0.011432701424511128 0.016626637834427548 -0.014870193462620435 0.0093784294388910994 0.019737568144539332 -0.0073677290465335495 0.0042218489194570438 0.0045543732019623058 0.0021342270062530344 0.0013822141386363803 0.012403159385084003 0.0034883873981387229 -0.0096050332779510101 0.0068896014226121219 0.02371908107924459
leaf_weight=54 55 53 70 58 1536 70 78 82 53 342 140 98 83 56 72 53
leaf_count=54 55 53 70 58 1536 70 78 82 53 342 140 98 83 56 72 53
internal_value=0 0.00657844 0.0133507 0.00702647 0.00658327 0.00714606 0.00676733 0.00794316 -0.00557922 0.0026462 0.00871156 0.00442548 0.00951109 -0.00137604 0.0132735 0.0175928
internal_weight=0 2745 208 2691 2513 2402 2332 1814 111 518 1676 440 153 138 178 106
internal_count=2953 2745 208 2691 2513 2402 2332 1814 111 518 1676 440 153 138 178 106
is_linear=0
shrinkage=0.16829


Tree=4318
num_leaves=39
num_cat=0
split_feature=3 3 15 15 43 43 3 12 12 39 3 15 15 3 11 3 15 15 43 15 3 42 42 3 15 43 3 51 133 12 15 49 3 12 50 12 15 43
split_gain=38.2978 15.4813 9.97412 7.46147 5.67452 4.09867 3.73307 2.73215 1.59693 1.44941 1.36353 1.12909 1.06836 1.60968 1.14863 0.924135 0.760933 0.690661 0.681526 0.68022 0.643268 0.622039 0.604623 0.440374 0.424593 0.415461 0.370714 0.37066 0.311142 0.263762 0.258304 0.257657 0.247217 0.212838 0.344706 0.194609 0.133036 0.0756054
threshold=-0.060719999999999989 0.28833000000000003 -0.38214499999999996 -0.26361999999999991 -0.049364999999999992 -0.095049999999999982 0.10402500000000002 0.092735000000000026 0.11697000000000002 0.086400000000000018 -0.0045699999999999985 -1.0000000180025095e-35 0.088645000000000015 -0.096099999999999977 1.0000000180025095e-35 -0.10690999999999999 -0.036279999999999993 -0.063834999999999989 -0.073079999999999992 0.11806500000000002 0.12745000000000004 0.085495000000000015 0.094640000000000016 -0.11372999999999998 -0.095814999999999997 -0.072594999999999979 -0.082714999999999997 -1.0000000180025095e-35 -0.14662499999999998 -1.0000000180025095e-35 -0.064619999999999983 -0.0090499999999999973 -0.090439999999999979 0.087355000000000002 0.089890000000000012 0.094115000000000018 -0.0062949999999999994 -0.013164999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 -1 5 -4 10 12 16 -7 -6 24 13 14 15 -5 17 22 -2 23 -8 25 27 -18 -12 31 36 -9 -27 -3 -28 -15 -14 -34 37 -25 -23 -35
right_child=1 29 4 7 6 9 20 8 -10 -11 11 -13 32 21 -16 -17 19 -19 -20 -21 -22 26 -24 35 -26 28 30 -29 -30 -31 -32 -33 33 34 -36 -37 -38 -39
leaf_value=0.0014086489043911141 0.00082593014003275839 0.00082604680778642085 0.0023466508015302832 0.0019324710379047248 0.0022376682745936642 0.0017205627592683564 0.0016551147413374847 0.0025897102389299547 0.0019257636757830997 0.001053308115881952 0.0027307584056935103 0.0030595477974442414 0.0031282312436649454 0.0027420546455931118 0.0027533230117671083 0.0025168215997118529 0.0028899655835300918 0.0020932658194703184 0.0013346592196325511 0.002269947504226925 0.0021381662481554653 0.0023505280241941655 0.0027363896850757063 0.0024219583433698708 0.0023220788532827994 0.0029488449298998012 0.0026024296227717802 0.0022407955666314495 0.0026642856569950761 0.00051337074529475665 0.0028344790731647334 0.002983827964402793 0.0026753111796916878 0.002933937475335156 0.0026991698145420583 0.0026539499656356566 0.0025923653237387521 0.0031255935917226503
leaf_weight=55 60 64 70 63 91 68 66 53 53 75 58 72 53 72 67 57 81 66 56 54 57 55 71 54 57 56 119 99 210 56 105 181 52 55 52 206 56 58
leaf_count=55 60 64 70 63 91 68 66 53 53 75 58 72 53 72 67 57 81 66 56 54 57 55 71 54 57 56 119 99 210 56 105 181 52 55 52 206 56 58
internal_value=0 0.00177926 0.00195984 0.00260942 0.00212755 0.0016917 0.00235897 0.00264165 0.00248039 0.00137085 0.00257109 0.00273316 0.00273228 0.00268389 0.00240507 0.00221033 0.00252331 0.00239321 0.00107183 0.0026184 0.00187925 0.0027449 0.00248183 0.00267348 0.0025285 0.00281742 0.00263244 0.00236269 0.00272433 0.000680425 0.00271136 0.00291516 0.00291875 0.00286742 0.00292775 0.0026059 0.00247285 0.00303262
internal_weight=0 850 730 2103 614 213 401 2048 737 143 278 187 1311 1041 187 120 684 289 116 395 123 854 223 341 115 519 335 152 266 120 224 253 270 217 165 260 111 113
internal_count=2953 850 730 2103 614 213 401 2048 737 143 278 187 1311 1041 187 120 684 289 116 395 123 854 223 341 115 519 335 152 266 120 224 253 270 217 165 260 111 113
is_linear=0
shrinkage=0.0032998


Tree=4319
num_leaves=31
num_cat=0
split_feature=1 3 2 2 2 1 124 2 2 15 15 16 50 0 0 43 15 16 1 1 43 133 16 0 0 133 16 2 51 0
split_gain=46.9811 8.48109 3.10404 2.54306 2.51639 2.29406 3.12672 2.1218 1.6789 1.08183 0.995288 0.944093 1.07459 0.801459 0.780956 0.734615 0.955077 0.649044 0.514891 0.489978 0.46479 0.593789 0.446751 0.369438 1.02531 0.416447 0.360339 0.318632 0.265441 0.228061
threshold=0.10509 -0.057749999999999989 0.17553000000000005 -1.0000000180025095e-35 0.11504500000000002 0.090485000000000024 -1.0000000180025095e-35 0.091235000000000024 0.14132000000000003 -0.077474999999999988 0.098550000000000013 0.19384500000000002 0.08956500000000002 -0.10185499999999999 0.064400000000000013 -0.11366999999999998 0.08375500000000001 -0.091624999999999984 0.11406500000000001 0.11392000000000001 -0.081454999999999986 0.077945 -0.073309999999999986 -0.15445999999999996 -0.10298499999999998 0.086150000000000018 -0.45743999999999996 0.097005000000000022 -0.085594999999999991 -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 2 2 2 2 2 2 2 2 2
left_child=5 4 3 -3 19 7 -7 15 9 18 11 12 13 -8 17 16 -1 26 -5 -2 21 -19 -22 -17 -25 28 -9 -24 -26 -27
right_child=1 2 -4 8 -6 6 10 14 -10 -11 -12 -13 -14 -15 -16 23 -18 20 -20 -21 22 -23 27 24 25 29 -28 -29 -30 -31
leaf_value=0.0017826331911453875 0.0022101560222578111 0.0005838082350750303 0.00019489686105350154 0.0013871927040779908 0.0012528795764192018 0.0013326214730458492 0.0014137051345204646 0.0021860015792854503 0.00072903938395328194 0.0016301555045277595 0.0024776977700839585 0.0024041036442637585 0.0021862101182953744 0.001969047657492745 0.0017653470150871796 0.0026188579536304086 0.002359806473318995 0.0021373639372092158 0.00094269339056995559 0.0018219067818849028 0.0024490435446468716 0.0025873216961762127 0.0022679119321400011 0.0019251135395266358 0.0026778143903509301 0.0022305601113418506 0.0018695892522296738 0.0020349329171055423 0.0024293352574899251 0.0024576212843980851
leaf_weight=52 64 94 53 53 77 63 52 67 60 90 73 62 103 64 57 79 81 56 63 84 54 79 103 52 54 192 103 189 610 70
leaf_count=52 64 94 53 53 77 63 52 67 60 90 73 62 103 64 57 79 81 56 63 84 54 79 103 52 54 192 103 189 610 70
internal_value=0 0.00122229 0.000941286 0.00105107 0.00173792 0.00223376 0.00201144 0.00228259 0.00121606 0.00135774 0.00213214 0.00204225 0.00193964 0.0017204 0.00213904 0.00236797 0.00213441 0.0021717 0.00114609 0.00199004 0.00223426 0.00240093 0.00216912 0.00239732 0.00237939 0.00240486 0.0019945 0.00211723 0.0024496 0.00229136
internal_weight=0 638 413 360 225 2315 417 1898 266 206 354 281 219 116 708 1190 133 651 116 148 481 135 346 1057 978 926 170 292 664 262
internal_count=2953 638 413 360 225 2315 417 1898 266 206 354 281 219 116 708 1190 133 651 116 148 481 135 346 1057 978 926 170 292 664 262
is_linear=0
shrinkage=0.0032998


Tree=4320
num_leaves=23
num_cat=0
split_feature=2 11 402 2 1212 401 1213 1454 130 130 133 13 13 51 48 2 52 399 16 42 133 2
split_gain=0.854915 1.2343 0.29818 0.455399 0.332763 0.292485 0.288878 0.319919 0.28145 0.276265 0.305334 0.310521 0.593471 0.435789 0.397627 0.429923 0.36632 0.205404 0.201734 0.184632 0.145158 0.00125309
threshold=0.10100500000000003 1.0000000180025095e-35 0.10323000000000002 0.083685000000000009 -0.087844999999999993 0.078330000000000025 0.062550000000000008 0.094945000000000015 -0.015164999999999998 -1.0000000180025095e-35 0.11524500000000001 -0.089359999999999981 -0.15747499999999998 0.11578500000000001 0.092745000000000008 0.12026500000000001 -0.086514999999999981 0.082730000000000012 -0.080324999999999994 0.080725000000000005 -0.0075499999999999986 0.13730000000000001
decision_type=2 2 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 -6 -2 11 12 18 14 15 16 -13 20 -11 -3 -8 -17
right_child=9 19 3 -5 5 -7 17 -9 -10 10 -12 13 -14 -15 -16 21 -18 -19 -20 -21 -22 -23
leaf_value=0 -0.0047595202139286107 0.021723853487672314 -0.0083173286209025331 0.011312760136127694 0.019111978876291569 0.021468487834515857 0.027655070251410018 0.023730354564094891 0.0096729158097462343 0.014398421028292679 -0.0040204569609559168 0.0065071677484854311 -0.011840495801216612 0.023702085440749789 -0.0044216741649392485 0.0018196056088936742 0.019745217557269268 0.0092726162851129636 0.00074265814896123255 0.034588511117570921 0.015545050292073686 0.0005932487523913209
leaf_weight=69 68 67 56 83 96 87 62 52 1410 70 71 104 61 57 62 53 139 52 55 62 53 53
leaf_count=69 68 67 56 83 96 87 62 52 1410 70 71 104 61 57 62 53 139 52 55 62 53 53
internal_value=0 0.0119519 0.0109312 0.00339131 0.0114875 0.0119243 0.0114419 0.010726 0.0102758 0.00548177 0.00644481 0.0075837 0.00175519 0.00989632 0.00797728 0.0101851 0.0140869 0.0181094 0.00840426 0.0279208 0.0220896 0.00122338
internal_weight=0 2149 2020 139 1881 1812 1725 1558 1506 793 725 654 186 468 411 349 243 167 125 129 115 106
internal_count=2942 2149 2020 139 1881 1812 1725 1558 1506 793 725 654 186 468 411 349 243 167 125 129 115 106
is_linear=0
shrinkage=0.16829


Tree=4321
num_leaves=25
num_cat=0
split_feature=2 11 3 15 0 3 16 13 16 16 4 15 0 2 150 3 16 13 2 3 0 4 16 3
split_gain=0.591299 0.861 0.542091 0.337787 0.35365 0.347378 0.333817 0.401775 0.308285 0.484029 0.305612 0.863324 0.517246 0.392682 0.383048 0.272928 0.268914 0.22788 0.219154 0.21544 0.205272 0.162334 0.0694502 0.0143173
threshold=0.10100500000000003 0.080070000000000016 0.10402500000000002 -0.10059999999999998 -0.079119999999999982 -0.018854999999999997 0.25968500000000005 -0.077869999999999981 0.052690000000000008 0.0011450000000000004 -0.03463999999999999 -0.025879999999999997 -0.052874999999999998 0.14415000000000003 0.084800000000000014 -0.10175499999999998 -0.034884999999999992 -0.014114999999999997 0.092725000000000016 -0.059315 -0.14043999999999998 0.059230000000000012 -0.024304999999999997 -0.075914999999999996
decision_type=2 2 2 2 2 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 8 7 -6 9 -5 15 12 13 14 20 -2 -7 22 -9 -17 -12 -22 -1 -8
right_child=10 -3 -4 4 6 16 23 18 -10 -11 11 -13 -14 -15 -16 19 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.0047899889736749812 0.0014040541088246269 0.026158928168755959 -0.0054076613537955938 0.011101431304793923 0.016248857407988745 0.012734779883561061 0.013406377714661551 0.0003564704797951885 0.00087366707232395906 0.026696615289114316 -0.0044426904588778628 -0.016167257191803033 -0.0087273041343956803 0.019724483646779742 0.015423517654541429 0.019963917916255607 0.029854602017882096 -0.003347133912317648 0.010029799507514673 0.0076601869514063446 0.010611553959256569 0.00070886158970463633 0.012635784375321774 0.017597943053391601
leaf_weight=86 79 89 69 981 74 52 53 281 76 60 93 63 69 59 77 77 53 84 87 86 86 104 52 52
leaf_count=86 79 89 69 981 74 52 53 281 76 60 93 63 69 59 77 77 53 84 87 86 86 104 52 52
internal_value=0 0.00994176 0.00924024 0.00974878 0.0105258 0.0121198 0.0069616 0.00492934 0.0112465 0.012002 0.00456001 0.00236621 0.00476253 0.00698829 0.00489598 0.00954757 0.0213933 0.00354883 0.00264825 0.0134834 0.00202525 0.00520059 0.00775939 0.0154993
internal_weight=0 2149 2060 1991 1769 1222 547 442 1117 1041 793 551 488 419 360 242 105 222 368 163 283 190 138 105
internal_count=2942 2149 2060 1991 1769 1222 547 442 1117 1041 793 551 488 419 360 242 105 222 368 163 283 190 138 105
is_linear=0
shrinkage=0.16829


Tree=4322
num_leaves=26
num_cat=0
split_feature=2 11 0 133 0 159 13 42 42 39 50 1453 50 13 13 0 159 4 4 0 0 0 0 42 0
split_gain=0.408924 0.624017 0.547346 0.279668 0.268177 0.360804 0.390213 0.715868 0.354151 0.280556 0.291362 0.544283 0.220639 0.320969 0.388897 0.299396 0.327012 0.387507 0.358272 0.228143 0.191556 0.189561 0.154473 0.0981293 0.0117378
threshold=0.10100500000000003 1.0000000180025095e-35 -0.094139999999999988 -0.23060499999999998 -0.07700499999999999 0.090695000000000012 -0.066869999999999999 -1.0000000180025095e-35 0.11517500000000001 0.0047850000000000011 0.10861000000000003 -0.0067199999999999994 0.086135000000000017 0.17226500000000003 0.096820000000000003 0.040570000000000002 0.085280000000000009 -0.014854999999999998 0.42405000000000009 -0.10998999999999999 -0.070304999999999992 -0.082634999999999986 -0.087604999999999975 -0.050194999999999997 -0.061204999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 23 9 6 20 -8 -9 10 11 -5 13 14 15 16 17 24 -19 -18 -6 -13 -12 -1 -2
right_child=12 2 -4 4 5 -7 7 8 -10 -11 22 21 -14 -15 -16 -17 19 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0051526056322897191 0.016869328760057568 0.028787911814340233 0.0064560885132452428 0.025040054619566023 0.0040794445517796903 0.015394627754524194 0.012020104344839839 -0.012134217508544461 0.0041536563557422329 -0.0010966188983322048 -0.0050886297314786328 0.0082278424963214518 0.011454687796939774 -0.008789279857100013 0.017556713574249372 -0.0087372038862370462 0.0040643902003466579 0.00032737168235140652 0.015238733747341674 -0.010956280960863271 0.016956399794725012 0.012908888857160537 0.0070871558190424167 -0.0043455008487816105 0.013033874660682529
leaf_weight=55 52 76 53 69 73 73 79 125 54 71 52 818 94 62 54 59 53 248 56 62 60 353 68 70 53
leaf_count=55 52 76 53 69 73 73 79 125 54 71 52 818 94 62 54 59 53 248 56 62 60 353 68 70 53
internal_value=0 0.00827007 0.0196267 0.00754392 0.00805252 0.00452907 0.00249587 -0.00131511 -0.00721052 0.00919373 0.00973227 0.0104988 0.00379375 0.00276095 0.00388797 0.00261883 0.0039009 0.0061319 0.00308011 -0.00401809 0.00990211 0.00964049 0.00179601 -0.000151961 0.0149504
internal_weight=0 2149 129 2020 1895 464 391 258 179 1431 1360 1240 793 699 637 583 524 409 304 115 133 1171 120 125 105
internal_count=2942 2149 129 2020 1895 464 391 258 179 1431 1360 1240 793 699 637 583 524 409 304 115 133 1171 120 125 105
is_linear=0
shrinkage=0.16829


Tree=4323
num_leaves=36
num_cat=0
split_feature=3 2 2 12 13 3 0 16 11 2 2 16 2 12 12 3 0 2 2 52 12 2 52 2 12 2 0 376 16 42 2 12 12 2 16
split_gain=14.253 5.94206 3.00004 4.18334 2.35385 2.22804 1.67898 1.67955 1.32219 1.17315 1.06642 0.942263 0.937541 0.899865 0.537322 0.502701 0.461216 0.402467 0.380705 0.452031 0.371906 0.369072 0.439311 0.366885 0.367769 0.366612 0.561303 0.348273 0.319729 0.258859 0.256308 0.202223 0.20014 0.181401 0.0503943
threshold=-0.046079999999999989 0.15205000000000002 0.10100500000000003 0.087470000000000006 -0.0042049999999999995 0.10402500000000002 -0.076384999999999995 -0.079394999999999979 0.078065000000000009 0.13501500000000002 -1.0000000180025095e-35 -0.083144999999999983 0.094985000000000014 0.091395000000000018 0.090285000000000018 -0.083934999999999996 -0.049024999999999992 0.08511500000000001 0.12681500000000004 -0.0092149999999999992 0.083175000000000013 0.085155000000000022 0.088485000000000008 0.11152000000000002 0.10052500000000002 0.087325000000000014 -0.082844999999999988 0.083560000000000009 -0.12653999999999996 0.09388500000000001 0.089945000000000011 0.087400000000000019 0.095980000000000024 0.092935000000000004 -0.04040499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 11 8 -8 14 16 27 -6 -12 -9 20 -15 23 -13 19 -14 -1 22 -22 32 -25 26 -16 -2 -7 -17 -27 -23 -5 -32 -31
right_child=1 -3 3 9 5 28 7 13 -10 -11 12 17 18 15 25 29 -18 -19 -20 -21 21 31 -24 24 -26 30 -28 -29 -30 34 33 -33 -34 -35 -36
leaf_value=0.001782549709941624 0.0003132560923827786 -5.9977625739855441e-06 0.00032707784642582786 0.0015611255152244141 0.0010311510403094774 0.00060514217452470721 0.00069676981025845611 0.001722445448487128 0.0019509256646045429 0.00081071151097750422 0.0012751935350040983 0.0017390324438352265 0.00067483055312726899 0.001002828701192814 0.0010505976637037195 0.0015381104607098046 0.0015886014831150547 0.0013735779055729406 0.00057804809053974221 0.0010880265601578847 0.0015220103150872498 0.0013799113704037629 0.0018247860098094496 0.00095022904535912978 0.001317456828507819 0.0016220339700271133 0.0014191235908458855 0.00068654863039038295 0.00094267464399542546 0.0013178028449492972 0.0012258844461725024 0.0015168634673539746 0.0012692233731805471 0.001471956513670953 0.0011712181661159881
leaf_weight=53 57 78 61 54 68 53 54 53 65 53 53 52 56 68 82 52 67 95 68 61 322 304 64 56 66 72 103 53 75 69 56 206 53 88 52
leaf_count=53 57 78 61 54 68 53 54 53 65 53 53 52 56 68 82 52 67 95 68 61 322 304 64 56 66 72 103 53 75 69 56 206 53 88 52
internal_value=0 0.000856899 0.00137977 0.00112513 0.000954354 0.00114855 0.00143897 0.00123304 0.00148959 0.00126451 0.000762849 0.00135399 0.00088722 0.00133142 0.00146735 0.00124528 0.00134565 0.00150309 0.00077588 0.000890559 0.00151049 0.00149436 0.0015723 0.00127441 0.00114918 0.00136516 0.00125597 0.000493435 0.00080319 0.00134037 0.00145851 0.0014353 0.00141687 0.00137651 0.0012551
internal_weight=0 769 2173 410 691 343 1763 348 1415 349 348 215 238 294 1350 241 296 147 185 117 949 896 386 229 122 401 185 110 128 173 216 510 107 144 121
internal_count=2942 769 2173 410 691 343 1763 348 1415 349 348 215 238 294 1350 241 296 147 185 117 949 896 386 229 122 401 185 110 128 173 216 510 107 144 121
is_linear=0
shrinkage=0.0032998


Tree=4324
num_leaves=32
num_cat=0
split_feature=1 12 2 1 2 12 3 13 16 12 123 16 13 12 3 2 40 52 52 3 150 2 52 3 12 42 12 13 12 13 16
split_gain=55.3577 13.1537 6.94999 6.28168 4.29232 3.88201 2.75617 1.7905 1.75698 1.33428 1.24721 1.01556 0.958774 0.806719 0.793511 1.21036 0.735772 0.590631 0.504023 0.425646 0.413697 0.374756 0.363183 0.606974 0.717909 0.332345 0.258489 0.361142 0.305817 0.211866 0.194985
threshold=0.11657000000000002 0.056995000000000011 0.15205000000000002 0.092485000000000026 0.10179000000000001 0.089485000000000023 -0.14186499999999996 -0.0015099999999999998 -0.50720999999999983 0.090285000000000018 0.090270000000000017 -0.43279999999999996 -0.077504999999999977 0.11755500000000001 0.088880000000000015 0.093320000000000014 -0.081079999999999985 0.023800000000000005 0.094885000000000011 -0.077384999999999995 0.083935000000000023 0.087635000000000005 -0.5320649999999999 -0.088824999999999987 0.095815000000000011 -0.016999999999999998 0.084065000000000015 -0.087299999999999989 0.085785000000000014 -0.017354999999999999 -0.031234999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 6 10 12 16 -9 20 11 -2 -3 22 15 -1 -5 19 -19 25 26 -22 -6 -24 -25 -11 27 -8 -28 -20 -26
right_child=2 4 -4 7 13 -7 9 8 -10 17 -12 -13 -14 -15 -16 -17 -18 18 29 -21 21 -23 23 24 30 -27 28 -29 -30 -31 -32
leaf_value=0.002290134223486829 0.00044593254786201223 0.0029856048725562909 -0.00015500345833706545 0.0011612904517262052 0.002027995668231232 0.0014247005110462399 0.0021628355719346443 0.00092707522718673424 0.0016925120354045792 0.0019625855591269199 0.00023503845524070694 0.001024193842386188 0.0023791081083087804 0.0013757971284302708 0.0015952266781868376 0.0017349354109916719 0.00065544900998374658 0.0023010190372761354 0.0019431431492481631 0.0020838610642932324 0.002204519790729526 0.0018144435078689433 0.0014432439125496937 0.0021714309877802771 0.0018451355469637943 0.001702570358619631 0.0020941222693141872 0.0025382727235114247 0.002246588774902269 0.0021965449268174552 0.0015595003833660051
leaf_weight=84 55 52 92 55 72 97 52 52 89 103 63 84 65 53 75 89 74 102 143 102 55 56 53 53 54 120 212 66 512 52 56
leaf_count=84 55 52 92 55 72 97 52 52 89 103 63 84 65 53 75 89 74 102 143 102 55 56 53 53 54 120 212 66 512 52 56
internal_value=0 0.0019713 0.00063778 0.00150164 0.00209095 0.000881832 0.00215911 0.00115304 0.00141047 0.0021227 0.000620973 0.000795639 0.00264896 0.00175266 0.00188102 0.00200472 0.000871391 0.00200318 0.00211065 0.00190486 0.00220067 0.00200804 0.00182189 0.00175302 0.00185353 0.00182283 0.00222602 0.00237312 0.00220199 0.0020109 0.00170004
internal_weight=0 2551 391 518 2033 299 1692 270 141 1575 202 139 117 341 248 173 129 622 297 325 953 111 288 216 163 223 842 118 724 195 110
internal_count=2942 2551 391 518 2033 299 1692 270 141 1575 202 139 117 341 248 173 129 622 297 325 953 111 288 216 163 223 842 118 724 195 110
is_linear=0
shrinkage=0.0032998


Tree=4325
num_leaves=23
num_cat=0
split_feature=1 4 1 4 47 0 474 156 49 0 39 0 4 0 51 13 4 4 49 4 49 43
split_gain=18.3888 3.26302 2.35212 1.12818 1.10839 0.800544 0.7201 0.993485 0.690387 1.14817 0.548316 0.547012 1.21145 0.504723 0.475523 0.692436 0.595661 0.444068 0.616126 0.404458 0.354539 0.217547
threshold=0.10661000000000002 -0.111135 0.14860500000000001 0.27258000000000004 0.084695000000000006 -0.108275 0.084795000000000023 0.087380000000000013 -0.044559999999999995 -0.12851999999999997 0.096625000000000016 -0.11262999999999999 0.053925000000000008 -0.084699999999999984 0.11178000000000002 -0.066209999999999991 -0.17568999999999999 0.50996500000000011 -0.029519999999999998 -0.005814999999999999 -0.007794999999999999 -0.023029999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 10 -6 8 20 9 -1 17 19 14 -11 16 -16 -13 18 -3 -10 -8 -14
right_child=1 2 -4 -5 5 -7 7 -9 11 13 -12 12 21 -15 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0010076341130050759 0.0015027785994311696 0.00091990132608907045 0.00022411940215079842 0.0010743450270597136 0.0007908113476131738 0.0013034643528322728 0.0017505472357579365 0.0010871733498187821 0.0015980754498362785 0.0017095956078249769 0.00044822264244635004 0.0018187225815013738 0.0013775449942555508 0.0012936881651188692 0.0016354084043797047 0.0010960320150246255 0.0015799028035323956 0.001041359552915471 0.0005310745848168065 0.0019357565700103879 0.001409387166369989 0.0011162179114800452
leaf_weight=65 78 92 72 60 54 88 52 90 82 81 53 127 90 54 53 52 1300 71 87 77 99 60
leaf_count=65 78 92 72 60 54 88 52 90 82 81 53 127 90 54 53 52 1300 71 87 77 99 60
internal_value=0 0.000873169 0.000778111 0.00152295 0.000867666 0.00110876 0.00153473 0.00136296 0.001555 0.00136952 0.000754562 0.00157513 0.00155746 0.00154349 0.00158527 0.00136862 0.00160118 0.000819366 0.000731115 0.00176183 0.00152711 0.00127325
internal_weight=0 595 517 2342 445 142 2282 241 2041 200 303 1841 1682 135 1532 105 1427 250 179 159 151 150
internal_count=2937 595 517 2342 445 142 2282 241 2041 200 303 1841 1682 135 1532 105 1427 250 179 159 151 150
is_linear=0
shrinkage=0.0032998


Tree=4326
num_leaves=14
num_cat=0
split_feature=39 3 14 14 3 1375 2 481 4 43 2 48 4
split_gain=0.767555 0.50018 0.437588 0.560031 0.429334 0.529959 0.501434 0.322027 0.49328 0.428001 0.228094 0.423961 0.224485
threshold=0.10096000000000001 -0.23098999999999997 -0.31893999999999995 -1.0000000180025095e-35 0.093925000000000022 -0.088184999999999986 0.095965000000000009 -0.0075349999999999992 -0.14595999999999995 -0.082134999999999986 0.11203000000000002 0.014805 0.10583000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6 9 -9 -7 -8 -12 -2
right_child=12 2 3 4 6 7 10 8 -10 -11 11 -13 -14
leaf_value=0.021360573668799981 -0.011977841265824705 -0.0042248588090827936 0.026713232834885681 0.026593521473029617 -0.0082100239410411047 -0.0067483858419492421 0.016179387057749683 0.020692493517311023 0.0097600406921268812 0.0083073479070207342 0.014103433973208028 -0.0063416947875408868 0.0023202150277247461
leaf_weight=103 52 65 54 54 80 73 61 125 1879 199 55 60 77
leaf_count=103 52 65 54 54 80 73 61 125 1879 199 55 60 77
internal_value=0 0.00983654 0.00939707 0.00973314 0.00937787 0.0100969 0.00282629 0.00970475 0.0104429 0.00426005 0.00785301 0.00342079 -0.00342942
internal_weight=0 2808 2705 2640 2586 2330 256 2276 2004 272 176 115 129
internal_count=2937 2808 2705 2640 2586 2330 256 2276 2004 272 176 115 129
is_linear=0
shrinkage=0.16829


Tree=4327
num_leaves=24
num_cat=0
split_feature=1 1 52 2 2 447 1 123 13 52 475 13 2 2 1429 1 52 52 13 475 1 13 13
split_gain=39.7976 6.42378 2.88428 2.76217 2.72004 2.68915 2.22899 1.76608 1.37886 0.973871 1.00806 1.02051 0.844731 0.711608 0.676046 0.501046 0.670549 0.475107 0.383927 0.456962 0.339211 0.183927 0.144903
threshold=0.10661000000000002 0.12500000000000003 -0.24841999999999997 1.0000000180025095e-35 0.13501500000000002 0.088185000000000013 0.14860500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.078330000000000025 -0.084169999999999981 -0.083514999999999992 -1.0000000180025095e-35 0.13554000000000002 0.079720000000000013 0.094655000000000017 0.089575000000000016 -0.14556999999999998 -0.0029949999999999998 -0.085774999999999976 0.081540000000000015 -0.065824999999999981 -0.088294999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 12 5 7 8 9 13 10 18 17 -4 -3 -13 16 21 -12 19 -1 -18 -11 -5
right_child=1 6 3 22 -6 -7 -8 -9 -10 15 11 14 -14 -15 -16 -17 20 -19 -20 -21 -22 -23 -24
leaf_value=0.00183074104389307 0.0019483920230263974 0.00075390961610727358 0.0011844681848509405 0.00067661459718661957 0.0011536384074400349 0.0011679420348040519 8.2585993500662106e-05 0.0014917141121460629 0.0011514858783860089 0.0023098058904211863 0.0023014560404372429 0.0018177405973297857 0.0017509470511545564 0.00025557155623189736 0.0014416606373316959 0.0023550488775708881 0.0019141764057854606 0.0019550895444005942 0.0023424462888806696 0.0022356507591070828 0.0021655003641128621 0.0021010982474257878 0.00089453847297483611
leaf_weight=69 54 79 53 52 53 52 76 97 63 67 53 743 64 52 57 52 454 270 59 57 70 189 102
leaf_count=69 54 79 53 52 53 52 76 97 63 67 53 743 64 52 57 52 454 270 59 57 70 189 102
internal_value=0 0.000938535 0.00125113 0.00111207 0.00189435 0.00191149 0.000562127 0.00192876 0.000749807 0.00194855 0.00189203 0.0018546 0.00149464 0.000556365 0.00179099 0.00203737 0.00201614 0.00201203 0.00211907 0.00201419 0.00194782 0.00215586 0.000821183
internal_weight=0 595 325 271 2342 2289 270 2237 194 2140 1308 1123 117 131 800 832 780 323 185 126 524 256 154
internal_count=2937 595 325 271 2342 2289 270 2237 194 2140 1308 1123 117 131 800 832 780 323 185 126 524 256 154
is_linear=0
shrinkage=0.0032998


Tree=4328
num_leaves=23
num_cat=0
split_feature=4 2 12 2 52 16 2 52 52 4 12 43 52 2 52 4 43 0 0 15 16 42
split_gain=23.0606 7.78458 5.52034 1.41811 1.40968 1.40117 1.34416 1.29344 0.882746 1.10583 0.858602 0.729107 0.707405 0.65152 0.644007 0.624732 0.780102 0.597032 0.458313 0.378529 0.54451 0.309798
threshold=0.31392000000000003 0.13554000000000002 -1.0000000180025095e-35 0.14073000000000005 1.0000000180025095e-35 0.0015850000000000003 0.153865 -0.53473999999999988 -0.08799499999999999 -0.0048949999999999992 1.0000000180025095e-35 -0.12118 -0.090304999999999983 0.096435000000000007 0.089455000000000021 -0.40515499999999993 -0.0039049999999999992 -0.14104999999999998 -0.083564999999999987 -0.45775499999999997 -0.53342999999999996 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 19 8 10 -3 21 -1 -10 17 -9 -12 18 -15 -13 -17 -4 -14 -2 -21 -7
right_child=3 6 5 -5 -6 7 -8 11 9 -11 12 15 13 14 -16 16 -18 -19 -20 20 -22 -23
leaf_value=0.0013020863403876324 0.00089319941698008253 0.0010692379427410937 0.001637494853289278 0.00019982574923728763 0.0015992330879921765 0.0019059450617355954 0.000371357525707097 0.0011014774007869633 0.00049390498357194013 0.0011485500417579087 0.0020488885365567483 0.0017842572500998599 0.0018071021176237849 0.0013034624476422369 0.001703065559053075 0.0015046385984859541 0.0010610408900306189 0.0012085329106331544 0.0016775114763495661 0.00080903151708412713 0.00037705831135336111 0.0016053089757485982
leaf_weight=63 98 70 100 70 54 98 53 60 58 55 79 68 727 75 110 273 52 56 524 73 57 64
leaf_count=63 98 70 100 70 54 98 53 60 58 55 79 68 727 75 110 273 52 56 524 73 57 64
internal_value=0 0.00157992 0.00161956 0.000611338 0.00113179 0.00166862 0.000768812 0.00153343 0.000988174 0.000812849 0.00171836 0.00144253 0.00174249 0.00172561 0.00154125 0.0014945 0.00143377 0.00148373 0.00175285 0.000737525 0.000619899 0.00178739
internal_weight=0 2639 2516 298 230 2286 123 615 176 113 1671 453 1515 1436 185 393 325 156 1251 228 130 162
internal_count=2937 2639 2516 298 230 2286 123 615 176 113 1671 453 1515 1436 185 393 325 156 1251 228 130 162
is_linear=0
shrinkage=0.0032998


Tree=4329
num_leaves=23
num_cat=0
split_feature=1 4 3 16 3 15 3 484 43 4 15 484 1 1 484 3 1209 16 16 16 3 3
split_gain=0.802297 0.496069 0.458052 0.513473 0.547018 0.691492 0.36607 0.663687 0.365604 0.326236 0.377564 0.314384 0.312303 0.587652 0.304394 0.299448 0.262605 0.22516 0.211206 0.46422 0.165581 0.130876
threshold=0.11374000000000002 -0.040394999999999993 -0.16270999999999997 0.060835000000000007 0.088880000000000015 -0.052239999999999988 0.085880000000000012 0.042570000000000004 -0.079409999999999994 0.51152500000000012 -0.18498499999999998 0.08764000000000001 0.10075500000000003 0.10726500000000001 0.110365 -0.0031199999999999995 -0.085744999999999988 0.40422000000000008 0.18879500000000002 0.31497000000000003 0.11269500000000002 -0.076969999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 17 4 11 -6 7 18 -3 10 -10 12 15 -14 -13 16 -4 -1 -5 -20 -12 -21
right_child=1 8 3 6 5 -7 -8 -9 9 -11 20 14 13 -15 -16 -17 -18 -19 19 21 -22 -23
leaf_value=0.02760758054315391 0.016849390118009039 -0.0079311198344364561 0.00041039148296338957 0.013714286985101149 0.012055856793319355 -0.01287576994781414 0.015636875370117768 -0.011923630391550036 -0.010022314018274761 0.012875677588222724 6.5258912053803349e-05 0.030290594584461216 -0.0065099827784535214 0.016920022636502857 0.012932321188060618 0.023294174465532131 0.012502053080541153 0.013012238817153609 -0.0092832373167515327 0.014131440300883138 0.012194001411104279 0.0028656163502112889
leaf_weight=69 66 96 53 82 72 56 77 69 66 84 70 54 69 54 62 71 1478 54 56 68 59 52
leaf_count=69 66 96 53 82 72 56 77 69 66 84 70 54 69 54 62 71 1478 54 56 68 59 52
internal_value=0 0.00339358 0.0111861 0.0106656 0.0117876 0.00113423 0.00519249 0.00272761 0.00102056 0.00410715 0.000320726 0.0125273 0.0119546 0.00376176 0.0210284 0.0125826 0.0120846 0.0212145 0.00665293 0.00335278 0.00562644 0.00926456
internal_weight=0 441 2496 2373 1969 128 404 327 375 279 195 1841 1725 123 116 1602 1531 123 258 176 129 120
internal_count=2937 441 2496 2373 1969 128 404 327 375 279 195 1841 1725 123 116 1602 1531 123 258 176 129 120
is_linear=0
shrinkage=0.16829


Tree=4330
num_leaves=32
num_cat=0
split_feature=1 1 52 47 3 2 0 0 1 39 40 13 3 1 0 0 2 2 39 1 3 0 13 3 42 42 52 15 1 15 13
split_gain=33.4224 6.18477 2.80798 2.33865 1.93309 1.91085 2.34359 1.12272 0.974995 0.890756 0.783044 0.756492 0.713614 0.995403 0.687807 1.065 0.67632 0.633972 0.580402 0.375215 0.323493 0.560998 0.321005 0.610178 0.316798 0.330513 0.298565 0.252943 0.145366 0.125476 0.244001
threshold=0.10398500000000001 0.13130500000000003 -0.41694999999999993 0.085585000000000008 -0.07298499999999998 1.0000000180025095e-35 -0.073254999999999987 -0.079249999999999987 0.092395000000000019 0.055555000000000007 -0.0020749999999999996 -0.14258499999999999 -0.10859999999999999 0.081540000000000015 -0.14920999999999998 -0.10114999999999998 0.11165000000000001 0.11218000000000002 0.096775000000000014 0.090485000000000024 0.085090000000000013 -0.087984999999999994 -0.085349999999999995 -0.086284999999999987 0.11517500000000001 0.096490000000000006 0.11916 -0.26547499999999996 0.117245 -0.053969999999999997 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 11 7 6 -4 14 10 -10 -6 -3 13 -9 -1 -16 20 -7 -13 22 21 -12 23 -17 25 29 -24 -19 -29 -14 -31
right_child=1 3 5 -5 8 17 -8 12 9 -11 16 18 24 -15 15 19 -18 27 -20 -21 -22 -23 26 -25 -26 -27 -28 28 -30 30 -32
leaf_value=0.002044625187890294 0.0015888654595124906 -0.00016879364301236762 0.0016354790870573954 0.000907603018423295 0.001815047572780417 0.00036276949630788323 0.00078211561129271513 0.00100221662841833 0.0013877626694391004 0.0008559927068145332 0.001840790052573485 0.00051079557609531965 0.001461275861924598 0.0015915499764370576 0.001338849923354396 0.0021023288587096985 0.0011623273206242462 0.00094076348846322999 4.5082268774219813e-05 0.0014588421894820127 0.0013650049456856448 0.0014346197295296713 0.0017012519874441713 0.0017364952694807691 0.0017736220430904781 0.0012914091309938628 0.0014709076092529008 0.00079143883642775409 0.00055577102266284755 0.0017473516467750782 0.0014849622859317154
leaf_weight=58 69 61 64 55 70 53 78 65 88 57 66 60 71 61 96 62 80 65 57 66 101 88 601 275 74 54 71 63 55 93 71
leaf_count=58 69 61 64 55 70 53 78 65 88 57 66 60 71 61 96 62 80 65 57 66 101 88 601 275 74 54 71 63 55 93 71
internal_value=0 0.000748872 0.000976115 0.000312766 0.00158304 0.00086417 0.00116698 0.00163768 0.00141231 0.00117897 0.00149576 0.00012877 0.00150329 0.00128781 0.00169112 0.00167358 0.00142894 0.000681823 0.000284211 0.00170343 0.00151245 0.00160892 0.0017194 0.0018039 0.00157799 0.00152778 0.00167697 0.000774034 0.000681892 0.00158195 0.00163397
internal_weight=0 680 447 233 2268 378 142 1718 550 145 405 178 489 126 1229 1171 335 236 117 1075 255 154 1009 337 363 289 672 183 118 235 164
internal_count=2948 680 447 233 2268 378 142 1718 550 145 405 178 489 126 1229 1171 335 236 117 1075 255 154 1009 337 363 289 672 183 118 235 164
is_linear=0
shrinkage=0.0032998


Tree=4331
num_leaves=28
num_cat=0
split_feature=1 2 12 3 4 2 2 1 14 16 2 12 2 15 16 3 2 12 159 16 150 1 3 15 2 12 130
split_gain=118.989 24.0056 19.3412 8.14307 5.93481 5.29596 3.75422 3.12353 2.28235 2.17685 2.02812 2.00344 1.76027 1.61576 1.50421 1.45568 1.91125 1.17767 1.03391 1.21167 0.981908 0.806425 0.478147 0.413409 0.344475 0.289688 0.232103
threshold=0.10404000000000001 0.14253500000000002 0.085075000000000026 -0.066229999999999997 0.2623950000000001 -1.0000000180025095e-35 0.10836000000000003 0.092485000000000026 0.076450000000000004 0.053305000000000012 0.17553000000000005 -1.0000000180025095e-35 0.11693000000000002 -0.21242999999999998 0.39813000000000004 -0.12077499999999998 0.090145000000000017 0.088725000000000012 0.082420000000000007 -0.04040499999999999 0.082085000000000019 0.117245 0.11995000000000001 -0.029529999999999997 0.097005000000000022 0.083785000000000012 0.006490000000000001
decision_type=2 2 2 2 2 2 2 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 21 -2 8 12 15 13 -3 -9 18 -7 -8 16 -1 20 19 -5 25 -4 -15 -21 26 -17 -19
right_child=1 10 4 7 -6 9 14 11 -10 -11 -12 -13 -14 22 -16 17 -18 24 -20 23 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0081452567222147568 0.0064025424664953265 0.0064489835191522439 0.0088939484794680942 0.0082994765188383404 0.0073962326920301224 0.0067586093841822664 0.0080441118286243146 0.0075342118222821138 0.0095972036758543988 0.007932836815283232 0.00561589414860123 0.0084015150538749687 0.0080394244769295096 0.0071985601764565487 0.0087372726152591083 0.009318663645521124 0.0089920687244492425 0.0088823001477774076 0.0090705315197584131 0.0086155102056493117 0.0087242900641232787 0.0083903445791346561 0.007626329421126737 0.0090512211074488588 0.0086901204469718284 0.0090883359314791207 0.0090674861185181619
leaf_weight=56 92 59 92 90 52 69 66 59 64 53 72 60 52 68 76 81 64 516 69 55 83 62 58 53 100 615 112
leaf_count=56 92 59 92 90 52 69 66 59 64 53 72 60 52 68 76 81 64 516 69 55 83 62 58 53 100 615 112
internal_value=0 0.00726122 0.00756583 0.00883775 0.00836466 0.00708173 0.00893466 0.0084321 0.00897825 0.00733355 0.00599137 0.0079718 0.00860369 0.00717048 0.00841535 0.00895388 0.00859718 0.00898226 0.00871346 0.00858884 0.00907359 0.00869143 0.00739575 0.00882966 0.00888449 0.00911519 0.00891538
internal_weight=0 677 546 2271 206 340 1833 438 1691 248 131 119 319 195 142 1627 120 1507 267 198 779 154 126 108 728 696 628
internal_count=2948 677 546 2271 206 340 1833 438 1691 248 131 119 319 195 142 1627 120 1507 267 198 779 154 126 108 728 696 628
is_linear=0
shrinkage=0.0032998


Tree=4332
num_leaves=27
num_cat=0
split_feature=1 3 12 1 52 2 12 1 52 12 1 52 12 484 16 16 48 403 3 12 16 16 159 16 403 1213
split_gain=18.8807 3.47487 1.44312 1.37394 1.04675 1.29165 0.945459 0.796951 1.24763 0.613754 0.585018 0.559376 0.504794 0.759422 0.47606 0.715652 0.438604 0.568456 0.393358 0.375434 0.295403 0.318057 0.2396 0.289055 0.193599 0.413155
threshold=0.10404000000000001 -0.049204999999999992 0.056995000000000011 0.13654500000000003 -0.22118499999999996 0.10523 0.089765000000000025 0.093575000000000019 -0.081164999999999987 -0.038859999999999992 0.089245000000000005 0.098580000000000015 -0.063029999999999989 0.0017200000000000004 0.0054050000000000009 -0.088824999999999987 0.089885000000000007 -0.17184499999999997 0.085090000000000013 0.11878500000000002 0.41378500000000007 0.19384500000000002 0.08894500000000001 -0.049824999999999994 -0.092059999999999989 0.05068000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 11 -2 -6 10 12 -9 -5 16 14 -1 18 15 -3 17 -4 -14 20 21 22 23 -8 -19 -26
right_child=1 3 6 9 5 -7 19 8 -10 -11 -12 -13 13 -15 -16 -17 -18 24 -20 -21 -22 -23 -24 -25 25 -27
leaf_value=0.0015574028621081625 0.0014020080407341768 0.00074281812396040196 0.0018368390530843855 0.00051406957000454966 0.0011973027987098783 0.00061446340380527013 0.0013622265188579243 0.0013347778691333663 0.00061354471225274305 7.1952023823209605e-05 0.0012081734440449791 0.0010282395598800549 0.0012557023652801402 0.0015296297382918699 0.00090700099192262253 0.00030185176825551504 0.0012913796888341621 0.0013380705136282706 0.0008728225569502743 0.0011131256855720505 0.0015715448926157411 0.0011564704502073613 0.0011687302874553432 0.001526581265359583 0.0015217529132826506 0.0018201042171469609
leaf_weight=69 80 101 73 84 95 74 474 52 53 58 65 56 61 59 62 67 76 56 58 61 85 75 53 161 684 56
leaf_count=69 80 101 73 84 95 74 474 52 53 58 65 56 61 59 62 67 76 56 58 61 85 75 53 161 684 56
internal_value=0 0.000780023 0.00140801 0.000599522 0.00109014 0.000942303 0.00144373 0.00121316 0.000971062 0.000333734 0.00151354 0.000731363 0.00131594 0.00122214 0.000658927 0.000567166 0.00153451 0.00155573 0.00106938 0.00136613 0.00138429 0.00136338 0.00138588 0.00140395 0.00152991 0.00154438
internal_weight=0 677 2271 428 249 169 1919 352 105 142 1010 286 247 178 230 168 945 869 119 909 848 763 688 635 796 740
internal_count=2948 677 2271 428 249 169 1919 352 105 142 1010 286 247 178 230 168 945 869 119 909 848 763 688 635 796 740
is_linear=0
shrinkage=0.0032998


Tree=4333
num_leaves=34
num_cat=0
split_feature=1 3 12 1 1 52 52 12 12 1 4 159 3 1 12 3 4 4 160 402 52 4 151 4 3 1 402 15 12 4 4 12 15
split_gain=27.8765 5.48024 2.15438 1.5768 1.3959 1.45405 1.37382 1.12473 0.728815 0.688787 0.685267 0.661932 0.611341 0.601119 0.637677 0.469328 0.450369 0.406164 0.378796 0.369145 0.42486 0.477062 0.379612 0.418234 0.357266 0.354921 0.333866 0.229269 0.181419 0.390729 0.228332 0.138866 0.103263
threshold=0.10404000000000001 -0.049204999999999992 0.056995000000000011 0.13662500000000002 0.093575000000000019 -0.081164999999999987 -0.22711499999999998 0.089765000000000025 -1.0000000180025095e-35 0.089245000000000005 0.059230000000000012 0.082975000000000007 0.084670000000000009 0.12200500000000002 0.09358000000000001 0.28833000000000003 0.42642000000000008 0.028075000000000006 -0.52336499999999997 0.089785000000000018 0.08869500000000001 -0.081664999999999988 -0.088949999999999987 0.0049450000000000006 -0.011259999999999997 0.079805000000000015 0.10893000000000001 0.11556000000000001 0.091735000000000025 -0.097349999999999978 -0.065794999999999979 0.098085000000000019 0.08759500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 8 11 -6 -2 9 16 19 18 12 25 14 -8 -5 24 -10 -9 20 22 -22 -4 -24 -3 -1 -21 28 30 -30 -20 -12 -23
right_child=1 3 7 15 5 -7 13 10 17 -11 31 -13 -14 -15 -16 -17 -18 -19 27 26 21 32 23 -25 -26 -27 -28 -29 29 -31 -32 -33 -34
leaf_value=0.00128955286169966 0.0015293476050511751 0.00021272840834549078 0.001472144128052949 0.00044214008801444658 0.0013637123070994808 0.00058537243798753612 0.00088637790505950492 0.0012475993241444245 0.0010869592754794435 0.001317382794376679 0.0013595569942216272 0.0017001026066436153 0.0010522569308424883 0.00072467101417796346 0.0013828006009798087 6.0711694102995588e-05 0.0007680949669408311 0.00070343347403702063 0.0013587834844372231 0.0020130604633725479 0.001242666152251336 0.0015333080005070611 0.0017488759965948375 0.0014417985902197934 0.00059911523046083867 0.0016621837545175424 0.0016513704032854759 0.0013669227903485544 0.0018239480628715215 0.0015539853437908991 0.0016353210339409634 0.0011127297256478895 0.0017266772586852052
leaf_weight=62 75 53 80 71 52 53 57 53 54 65 52 70 62 60 57 70 58 70 97 63 54 81 503 55 52 53 53 78 69 455 52 53 56
leaf_count=62 75 53 80 71 52 53 57 53 54 65 52 70 62 60 57 70 58 70 97 63 54 81 503 55 52 53 53 78 69 455 52 53 56
internal_value=0 0.00076578 0.0015288 0.000539176 0.00129093 0.000971172 0.00115514 0.00157241 0.000679635 0.00164852 0.00148781 0.00142672 0.00131841 0.000993643 0.0011349 0.000253028 0.00053404 0.000870737 0.00152074 0.00167126 0.00164647 0.0015082 0.00168781 0.00171867 0.000404417 0.00146159 0.00184811 0.00153997 0.00155997 0.0015896 0.00145553 0.0012353 0.00161261
internal_weight=0 677 2271 428 352 105 249 1919 287 1010 909 247 177 174 114 141 163 124 804 945 829 191 638 558 105 115 116 751 673 524 149 105 137
internal_count=2948 677 2271 428 352 105 249 1919 287 1010 909 247 177 174 114 141 163 124 804 945 829 191 638 558 105 115 116 751 673 524 149 105 137
is_linear=0
shrinkage=0.0032998


Tree=4334
num_leaves=25
num_cat=0
split_feature=1 1 12 39 4 2 1 4 147 12 49 0 3 16 4 2 12 0 3 4 2 0 0 484
split_gain=53.6915 10.7389 7.1425 4.15497 3.84279 2.68968 1.83768 1.47708 1.20139 0.859168 1.00493 1.33783 0.825587 0.698719 0.671734 0.64047 0.834743 0.61115 0.555875 0.514201 0.579288 0.449044 0.403039 0.366242
threshold=0.10404000000000001 0.13130500000000003 0.085075000000000026 0.0047850000000000011 0.27998000000000006 0.11297 0.086215000000000014 -0.039279999999999995 0.087170000000000011 0.088725000000000012 -0.029519999999999998 -0.11214999999999999 -0.082974999999999979 0.27717500000000006 0.056815000000000011 0.078775000000000012 0.085380000000000011 -0.042499999999999989 -0.0075749999999999993 0.057200000000000008 0.12026500000000001 -0.090809999999999988 -0.13409999999999997 0.057010000000000005
decision_type=2 2 2 2 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 -3 8 -5 -4 9 10 11 -1 -9 -7 21 16 -12 19 -6 -2 -21 -11 -17 -23
right_child=1 4 7 6 18 13 -8 12 -10 14 15 -13 -14 -15 -16 22 -18 -19 -20 20 -22 23 -24 -25
leaf_value=0.0026832411164180443 0.0018356682583979026 0.0021119915228989135 0.0034317426791504501 0.0030616261039227827 0.0015176923877283362 0.0026288846353085728 0.002266312273625518 0.0024579380440475159 0.0028389432657134786 0.0034789618904963594 0.0028805808258238323 0.0033752498175004422 0.0030033086479107954 0.0030884996257927243 0.0029464823564612883 0.0036549286502644694 0.0034051915139540478 0.0024282766185499071 0.0010842584852856555 0.0023930181950762774 0.0019322082343184682 0.0032533436041992502 0.0034191001479684335 0.0029697719918305014
leaf_weight=52 85 93 54 61 52 84 67 53 63 94 55 76 74 66 85 95 88 56 88 64 58 653 675 57
leaf_count=52 85 93 54 61 52 84 67 53 63 94 55 76 74 66 85 95 88 56 88 64 58 653 675 57
internal_value=0 0.00216563 0.00246684 0.00322459 0.0015915 0.00325916 0.0026456 0.00297182 0.00329134 0.00330609 0.0033712 0.0030944 0.00277599 0.00283135 0.0032298 0.00340997 0.00320366 0.00211917 0.0012455 0.00203538 0.00217423 0.00325971 0.00344824 0.00323063
internal_weight=0 677 444 2271 233 2143 128 181 1993 1930 1041 128 127 150 889 913 143 263 140 207 122 804 770 710
internal_count=2948 677 444 2271 233 2143 128 181 1993 1930 1041 128 127 150 889 913 143 263 140 207 122 804 770 710
is_linear=0
shrinkage=0.0032998


Tree=4335
num_leaves=29
num_cat=0
split_feature=4 1 1 0 39 2 0 2 4 50 4 47 2 160 42 39 0 1 42 159 0 13 13 13 1 4 42 1
split_gain=44.9579 10.6005 5.85695 4.58876 4.13628 3.23452 1.69877 1.49901 1.11764 1.08776 1.08306 1.06176 0.887921 0.797436 0.962192 0.780894 0.645268 0.58756 0.460129 0.459812 0.81367 0.46818 0.449053 0.423235 0.422891 0.318397 0.214103 0.191388
threshold=0.31392000000000003 0.10378000000000001 0.12895500000000001 -0.12851999999999997 0.084075000000000011 0.092320000000000013 -0.077574999999999991 0.10697500000000001 -0.097349999999999978 0.08956500000000002 0.42642000000000008 0.077065000000000008 0.086755000000000013 -0.060659999999999992 0.080725000000000005 0.055555000000000007 -0.07847999999999998 0.086005000000000012 0.084755000000000011 0.041590000000000009 -0.11214999999999999 -0.084744999999999987 -0.081224999999999978 -0.085349999999999995 0.091635000000000008 -0.013125 0.086825000000000013 0.091145000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 10 -3 7 6 8 26 -1 12 -2 13 -8 14 -7 22 -16 19 24 20 -10 -21 -15 -4 -19 -24 -5 -20
right_child=2 3 23 4 -6 11 9 -9 17 -11 -12 -13 -14 15 16 -17 -18 18 27 21 -22 -23 25 -25 -26 -27 -28 -29
leaf_value=0.0027784472700794357 0.00099628470597750676 0.00096121236640097263 0.00015123264785477133 0.0020996034544994969 0.0011944801637791137 0.0015683158471406409 0.0016521831888778535 0.0016642995324032 0.0028206574452219533 0.0023510664671032469 0.0015239085396093379 0.0024763895414062634 0.0021892951391602857 0.0023452804037299804 0.0022682486431383924 0.0017198720643308526 0.0017698417121035205 0.0019738942622815922 0.0024482919646230763 0.0019557673683433382 0.0023891287530813437 0.0023716661349448358 0.0021673553353937342 0.00050869847332652828 0.0023418506202558631 0.0019619084347115403 0.0023756936275331091 0.0022089891661141096
leaf_weight=69 89 86 65 52 80 83 82 65 52 85 82 61 58 92 62 56 54 108 93 52 719 73 207 82 52 146 88 68
leaf_count=69 89 86 65 52 80 83 82 65 52 85 82 61 58 92 62 56 54 108 93 52 719 73 207 82 52 146 88 68
internal_value=0 0.00214765 0.00083421 0.00163014 0.00183187 0.00223214 0.00232068 0.00208044 0.00236714 0.00205497 0.0012495 0.00205629 0.00187495 0.00201963 0.00184142 0.00209035 0.00203654 0.00234379 0.00222107 0.00238772 0.00241828 0.00219893 0.00213689 0.000350875 0.0020937 0.00208248 0.0022734 0.00234744
internal_weight=0 2643 318 371 285 2272 1511 205 1286 225 171 761 140 700 199 501 116 1217 321 896 771 125 445 147 160 353 140 161
internal_count=2961 2643 318 371 285 2272 1511 205 1286 225 171 761 140 700 199 501 116 1217 321 896 771 125 445 147 160 353 140 161
is_linear=0
shrinkage=0.0032998


Tree=4336
num_leaves=26
num_cat=0
split_feature=1 3 1 4 12 4 4 1 49 4 14 15 39 14 3 12 16 52 3 12 16 4 12 49 16
split_gain=25.7817 7.63335 2.63147 2.93151 2.8684 2.58323 1.84799 1.57231 1.37844 1.29124 1.02149 0.959105 0.898386 0.706108 1.75552 0.584808 0.47772 0.574951 0.454046 0.43989 0.435948 0.395676 0.18314 0.14144 0.0377082
threshold=0.10921500000000002 -0.049204999999999992 0.090820000000000012 -0.17006499999999999 0.088825000000000015 0.41377500000000006 0.0019650000000000002 0.14754500000000001 -1.0000000180025095e-35 0.04105000000000001 -1.0000000180025095e-35 0.11806500000000002 0.087735000000000021 0.073890000000000011 -0.12711499999999995 0.098845000000000016 -0.40430999999999989 -0.12367499999999999 0.085090000000000013 0.096535000000000024 -0.077189999999999995 0.056815000000000011 0.094305000000000014 0.091160000000000005 -0.015439999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 9 -4 6 15 8 10 -5 11 -3 13 21 14 -1 -2 -11 -18 19 -16 -6 -12 -22 -19 -24
right_child=1 7 3 4 20 -7 -8 -9 -10 16 12 -13 -14 -15 18 -17 17 23 -20 -21 22 -23 24 -25 -26
leaf_value=0.0014174685891893384 0.0020166106241196031 0.0012159722240198923 0.0021923408376928809 0.0013117669706732148 0.0015391272549368058 0.00097393884883221614 0.001601952339597692 0.00025878624063266126 0.00061426951623267539 0.0018445569900814608 0.00070697001225169132 0.0014773958835740534 0.00047923414529230931 0.0022342170991659525 0.001978381769708481 0.0015633474041236738 0.0018409640342989596 0.0015338882661728808 0.00170708823686856 0.0018113308757003298 0.0020062870965232918 0.0010850714294313186 0.0018370519230122139 0.0012917212791450237 0.0016955476106042234
leaf_weight=75 71 59 81 63 71 58 85 65 61 100 57 54 93 79 1138 57 52 58 90 209 58 66 55 54 52
leaf_count=75 71 59 81 63 71 58 85 65 61 100 57 54 93 79 1138 57 52 58 90 209 58 66 55 54 52
internal_value=0 0.00101534 0.00182111 0.00161398 0.00150863 0.00155295 0.00122655 0.000721133 0.000968927 0.00187817 0.000830287 0.00191269 0.000724774 0.00192744 0.00191139 0.00181504 0.00166292 0.00155195 0.00193714 0.00195249 0.00175828 0.00091014 0.00185237 0.00141744 0.00176861
internal_weight=0 526 2435 526 445 186 209 340 124 1909 275 1645 216 1591 1512 128 264 164 1437 1347 236 123 165 112 107
internal_count=2961 526 2435 526 445 186 209 340 124 1909 275 1645 216 1591 1512 128 264 164 1437 1347 236 123 165 112 107
is_linear=0
shrinkage=0.0032998


Tree=4337
num_leaves=27
num_cat=0
split_feature=1 52 2 12 14 123 12 2 1 12 151 401 52 42 1447 160 47 12 160 42 133 151 401 42 39 1
split_gain=31.0641 8.32606 5.4363 4.96577 2.31221 2.11002 1.58885 1.13044 1.04668 1.2327 1.21104 0.943559 0.636034 0.622946 0.540144 0.599463 0.527663 0.782327 0.506584 0.662024 0.359945 0.475251 0.269722 0.354337 0.253251 0.227721
threshold=0.10378000000000001 -0.39173999999999992 0.17553000000000005 0.088325000000000015 -1.0000000180025095e-35 1.0000000180025095e-35 0.098845000000000016 0.10836000000000003 0.085780000000000009 0.088725000000000012 -0.00047999999999999996 0.078330000000000025 -0.41694999999999993 0.083825000000000024 -0.086059999999999984 -0.0063199999999999992 0.077735000000000012 0.085380000000000011 -0.0037699999999999995 0.08826500000000001 0.088315000000000018 -0.083084999999999978 0.080265000000000017 -0.089659999999999976 1.0000000180025095e-35 0.090820000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 7 -5 8 9 11 -10 14 -9 -14 -1 -16 17 -12 19 -11 21 -6 23 -20 -23 -19
right_child=1 2 -4 6 20 -7 -8 12 10 18 16 -13 13 -15 15 -17 -18 25 22 -21 -22 24 -24 -25 -26 -27
leaf_value=0.0025189489920053989 0.002230664521116598 0.0015045469304866797 0.00018310041778541047 0.0021687992764018176 0.0011945607015762564 0.0015760824473548892 0.0014721870745300915 0.0021445549598872495 0.0016542522734258761 0.0016735122825922372 0.0017156671558413259 0.0025959759889650005 0.0015530595656340616 0.0019593268911499775 0.0020711258051746527 0.0022686936644695965 0.0022896066586645127 0.0022009991697677848 0.0023670895196767393 0.0021019666613462861 0.00063843638370725514 0.00075999031896020167 0.0018923939946241977 0.0020951291894256629 0.0010386576367843873 0.0020076058372599818
leaf_weight=60 85 84 60 57 59 89 97 71 93 79 78 79 79 89 288 422 96 124 67 81 55 115 55 284 53 162
leaf_count=60 85 84 60 57 59 89 97 71 93 79 78 79 79 89 288 422 96 124 67 81 55 115 55 284 53 162
internal_value=0 0.00126575 0.00112427 0.0012328 0.0010234 0.00207582 0.00173025 0.00209596 0.00212212 0.00216999 0.00199958 0.00224994 0.00188036 0.00176849 0.00221439 0.0021886 0.00206932 0.00201112 0.00205 0.00189064 0.000879952 0.000938314 0.00211272 0.00214714 0.000848113 0.00209158
internal_weight=0 665 580 520 366 2296 154 2207 1968 1415 553 849 239 168 770 710 460 364 566 160 282 227 406 351 168 286
internal_count=2961 665 580 520 366 2296 154 2207 1968 1415 553 849 239 168 770 710 460 364 566 160 282 227 406 351 168 286
is_linear=0
shrinkage=0.0032998


Tree=4338
num_leaves=25
num_cat=0
split_feature=2 52 52 2 34 151 41 156 3 48 3 457 1212 2 3 2 2 42 42 484 2 2 9 4
split_gain=1.08794 0.675305 0.750607 0.636613 0.521753 0.484076 0.4898 0.363325 0.45605 0.316645 0.285038 0.494362 0.383633 0.371714 0.470652 0.380055 0.510759 0.482948 0.282004 0.265822 0.240827 0.237746 0.171122 0.124448
threshold=0.10859000000000001 0.12456500000000001 -0.26876499999999998 -1.0000000180025095e-35 -0.08330499999999999 0.078505000000000019 1.0000000180025095e-35 0.089695000000000011 -0.049204999999999992 0.10145000000000001 -0.085324999999999984 0.035070000000000011 0.087685000000000013 0.090145000000000017 0.10514500000000002 0.079770000000000021 0.084685000000000024 0.08179500000000002 0.092175000000000021 -0.0027299999999999994 0.13775000000000001 0.097605000000000011 0.08542000000000001 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 23 4 -1 6 10 8 18 20 11 12 19 15 21 17 -17 -12 -4 -5 -10 -15 -6 -2
right_child=1 -3 7 5 22 -7 -8 -9 9 -11 13 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.02598850129791697 0.021043117295666075 0.030000587909416999 0.0082062606141718817 0.016550500823623557 0.002063564678997756 0.039407963189260389 0.013541557508070132 0.023878254295751945 0.014363720379746288 -0.0069348266816983513 0.014589993032813759 0.0083832234324962944 0.014631111500805656 0.018409748536180437 0.038612555580604842 0.045065875699976256 0.030046816236968671 0.02871475557273288 0.023454145407338658 0.027714898745736356 0.00083856994797725025 0.026537507504826471 0.014464370577999671 0.032844983818112239
leaf_weight=89 52 91 65 71 55 70 99 53 78 56 88 61 98 262 52 80 337 320 74 441 72 170 75 52
leaf_count=89 52 91 65 71 55 70 99 53 78 56 88 61 98 262 52 80 337 320 74 441 72 170 75 52
internal_value=0 0.0166441 0.0142194 0.0247155 0.0160497 0.0255978 0.0251319 0.0108853 0.00888407 0.00384659 0.0257105 0.0228733 0.0243193 0.0271635 0.0234425 0.0293443 0.0329325 0.0256726 0.0163368 0.0261702 0.00788363 0.0216123 0.0092317 0.0269613
internal_weight=0 593 502 2368 219 2149 2079 398 345 206 1980 671 610 1309 484 825 417 408 139 512 150 432 130 104
internal_count=2961 593 502 2368 219 2149 2079 398 345 206 1980 671 610 1309 484 825 417 408 139 512 150 432 130 104
is_linear=0
shrinkage=0.16829


Tree=4339
num_leaves=17
num_cat=0
split_feature=3 1 1212 43 159 159 47 48 15 4 456 1 13 42 43 0
split_gain=0.77973 0.469438 0.342203 0.345473 0.327575 0.433392 0.242318 0.321287 0.412205 0.352966 0.286388 0.361603 0.256892 0.235363 0.227186 0.19405
threshold=0.28833000000000003 0.13074500000000003 -0.040879999999999993 0.00042000000000000007 -0.46140499999999995 -0.28644999999999993 0.077735000000000012 0.093225000000000016 -0.14151499999999997 -0.036839999999999991 0.083075000000000024 0.087055000000000007 -0.085859999999999978 0.084645000000000012 -0.074874999999999983 -0.12851999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 -4 -6 10 9 -9 -8 11 -7 -12 -1 -3 -2
right_child=15 14 4 -5 5 6 7 8 -10 -11 12 -13 -14 -15 -16 -17
leaf_value=0.025654833444526334 -0.0021114687036333261 0.0041645564515808454 0.029503276752265245 0.018423923333971547 0.0047157391027436435 0.020168626333678441 0.039827200403974417 0.025867768467139358 0.0062853901866118424 0.023894186399494376 0.018727477509922246 0.015228692422917809 0.034497319691010116 0.041734703989331455 0.016938095545578371 0.011964731406204514
leaf_weight=53 52 76 95 72 56 1286 54 69 55 151 56 629 63 52 83 59
leaf_count=53 52 76 95 72 56 1286 54 69 55 151 56 629 63 52 83 59
internal_value=0 0.0197536 0.0202794 0.0274578 0.0197733 0.0193904 0.0197375 0.0239959 0.0171965 0.0280999 0.0190478 0.018547 0.0270913 0.0336353 0.0108438 0.00535429
internal_weight=0 2850 2691 177 2514 2419 2363 329 124 205 2034 1915 119 105 159 111
internal_count=2961 2850 2691 177 2514 2419 2363 329 124 205 2034 1915 119 105 159 111
is_linear=0
shrinkage=0.16829


Tree=4340
num_leaves=29
num_cat=0
split_feature=1 52 2 52 2 1 52 2 2 2 43 1 1 43 52 131 474 1429 1447 52 52 2 52 2 52 1 1213 131
split_gain=38.5348 7.6166 3.6453 2.43521 2.06249 1.77651 1.98186 1.30838 4.42731 1.01706 0.947861 0.881692 0.699944 0.641934 0.494734 0.406273 0.446234 0.557919 0.342889 0.252678 0.422812 0.2519 0.233137 0.23762 0.18707 0.176053 0.08988 0.119722
threshold=0.10398500000000001 -0.41694999999999993 0.14253500000000002 0.12484500000000003 0.094485000000000013 0.08864000000000001 -0.090304999999999983 1.0000000180025095e-35 -1.0000000180025095e-35 -0.013084999999999998 -1.0000000180025095e-35 0.14039500000000002 0.12700000000000003 -0.064179999999999987 -0.0037699999999999995 0.077555000000000027 0.09018000000000001 0.084710000000000021 -0.086059999999999984 0.0030150000000000008 -0.12367499999999999 0.087605000000000002 0.10096500000000001 0.10510500000000002 0.41269500000000003 0.093245000000000008 -0.039779999999999989 0.091600000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 9 13 -7 8 12 -1 -9 -4 -3 19 -12 16 17 18 -11 20 -6 -20 23 -15 -21 26 -17 -28
right_child=1 2 11 -5 5 6 -8 10 -10 15 14 -13 -14 22 -16 25 -18 -19 21 24 -22 -23 -24 -25 -26 -27 27 -29
leaf_value=0.0015428115961927359 0.00203654904319929 0.0010313339957321282 0.00071301950631224448 0.0015662185920036432 0.0019931247630228057 0.0018540886852850469 0.00098486068910775908 0.00046393700612062065 0.0017997308781028693 0.0022206056523187295 0.001136284082334143 0.00016882712566688272 0.00051936882749563905 0.00190526788303778 0.00073551299778845506 0.002272863239688123 0.0022627048722209647 0.0016672280685863954 0.0019898518487455764 0.0021671918270826564 0.001606508343986891 0.0018858008874262499 0.001577353160862332 0.001646127671413326 0.0019012945735572113 0.0019470484175140416 0.0022276467800846069 0.0020266696569393077
leaf_weight=60 71 52 58 77 81 52 64 80 68 56 62 74 67 89 75 55 52 75 717 72 52 423 95 74 54 66 59 92
leaf_count=60 71 52 58 77 81 52 64 80 68 56 62 74 67 89 75 55 52 75 717 72 52 423 95 74 54 66 59 92
internal_value=0 0.00101301 0.000894398 0.00102775 0.00190579 0.0017451 0.00137482 0.000925032 0.0011277 0.00196723 0.000750224 0.000408209 0.000743381 0.00182811 0.000917141 0.00198317 0.00195889 0.00194644 0.00196391 0.00194515 0.00184223 0.00195127 0.00171047 0.00178784 0.00205352 0.00210111 0.0021503 0.00210543
internal_weight=0 684 613 481 2288 633 116 404 187 1655 217 132 119 517 137 1595 1323 1271 1196 259 133 1140 258 163 126 272 206 151
internal_count=2972 684 613 481 2288 633 116 404 187 1655 217 132 119 517 137 1595 1323 1271 1196 259 133 1140 258 163 126 272 206 151
is_linear=0
shrinkage=0.0032998


Tree=4341
num_leaves=19
num_cat=0
split_feature=4 1 155 457 3 3 47 0 14 3 1 12 4 0 3 47 3 0
split_gain=29.0409 7.5399 4.43588 2.19409 2.58134 1.58421 1.45593 1.11879 1.08417 1.07682 0.901603 0.886039 1.19775 1.28644 1.15633 0.681945 0.567562 0.555532
threshold=0.27998000000000006 0.10075500000000003 0.10222000000000002 0.079930000000000015 -0.049204999999999992 0.13772500000000001 0.10070000000000003 -0.105195 0.064610000000000015 0.10021000000000001 0.11649500000000002 0.11697000000000002 -0.50139499999999992 -0.060094999999999989 -0.10175499999999998 0.089100000000000013 0.085090000000000013 -0.036459999999999992
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 15 7 10 -2 9 11 -6 12 -1 16 -15 -3 -14 -9
right_child=5 2 -4 -5 6 -7 -8 17 -10 -11 -12 -13 13 14 -16 -17 -18 -19
leaf_value=0.0022226315802220177 0.0010663642493397001 0.0018946270793701312 0.0020750774869536352 0.00063252669756900994 0.0010652252840140134 0.00024308668484460501 0.0014668981965591716 0.00044131285034190905 0.0021321131538334375 0.0013164922246200602 0.00050259436074711922 0.0013864657135328582 0.0018008806379310022 0.0010624922741965628 0.0017299669311004627 0.0014197398861563386 0.0014656836193869308 0.00085511772822526619
leaf_weight=66 91 61 70 68 78 81 59 92 89 59 52 64 1737 52 63 74 58 58
leaf_count=66 91 61 70 68 78 81 59 92 89 59 52 64 1737 52 63 74 58 58
internal_value=0 0.0016926 0.00130927 0.00117242 0.00128563 0.000642958 0.00103619 0.000777208 0.00177353 0.00175831 0.000840444 0.00177107 0.00178351 0.00176832 0.00142846 0.00163458 0.00179007 0.000601552
internal_weight=0 2650 462 392 324 322 189 241 2188 2099 130 2040 1976 1910 115 135 1795 150
internal_count=2972 2650 462 392 324 322 189 241 2188 2099 130 2040 1976 1910 115 135 1795 150
is_linear=0
shrinkage=0.0032998


Tree=4342
num_leaves=15
num_cat=0
split_feature=4 1375 160 124 2 0 12 4 4 151 49 12 0 0
split_gain=1.99113 0.561177 0.50238 0.498289 0.36323 0.340625 0.403671 0.344518 0.374978 0.344496 0.348062 0.334939 0.523072 0.444751
threshold=0.31392000000000003 -0.16449999999999998 -0.53864499999999993 -0.0031349999999999993 0.15305000000000002 0.12503500000000004 -1.0000000180025095e-35 -0.011209999999999999 0.0063750000000000013 0.063570000000000015 -0.064334999999999989 0.093740000000000004 -0.066734999999999975 -0.14867499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 6 7 -4 -9 10 -8 12 13 -5
right_child=3 2 4 11 -6 -7 9 8 -10 -11 -12 -13 -14 -15
leaf_value=0.0015137377635119041 0.015896547347890276 0.031797712178319053 0.0026127584747492397 0.0015144656516361105 0.0054045728418422815 0.030984345670477826 0.011232241814916291 0.02594839886140345 0.0087149283464942762 0.0310355949119803 0.019522348633706506 -0.011257376102345099 -0.010053093118357722 0.021463055107424522
leaf_weight=53 82 85 77 77 58 65 156 66 79 69 1946 52 53 54
leaf_count=53 82 85 77 77 58 65 156 66 79 69 1946 52 53 54
internal_value=0 0.0186937 0.0190431 0.00459415 0.0186115 0.0189224 0.018594 0.0117381 0.0165715 0.0192942 0.018908 0.000659427 0.00403698 0.00975126
internal_weight=0 2654 2601 318 2516 2458 2393 222 145 2171 2102 236 184 131
internal_count=2972 2654 2601 318 2516 2458 2393 222 145 2171 2102 236 184 131
is_linear=0
shrinkage=0.16829


Tree=4343
num_leaves=22
num_cat=0
split_feature=1 52 10 51 474 133 13 16 159 13 11 0 16 52 13 159 1447 51 12 1213 12
split_gain=0.801448 0.49771 0.477879 0.457027 0.394912 0.370357 0.509809 0.398494 0.496352 0.304797 0.299282 0.274965 0.688508 0.417074 0.262466 0.469341 0.28667 0.329902 0.255876 0.21375 0.09463
threshold=0.10398500000000001 -0.41694999999999993 0.057650000000000007 0.10532000000000001 0.10123000000000001 -0.035699999999999989 0.0057500000000000008 -0.15693499999999996 0.086140000000000008 -0.15325499999999995 0.078730000000000008 -0.10298499999999998 -0.094854999999999981 -0.070529999999999995 -0.085414999999999991 -0.017619999999999997 -0.084914999999999977 -0.095009999999999983 -1.0000000180025095e-35 -1.0000000180025095e-35 0.084130000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 9 -3 7 18 -9 -1 11 12 20 -14 15 -13 -16 -18 -7 -17 -11
right_child=1 2 -4 -5 -6 6 -8 8 -10 10 -12 14 13 -15 16 19 17 -19 -20 -21 -22
leaf_value=0.0036125299256614921 0.022585706436514204 -0.0050641573295531457 -0.0068329820020208362 0.019909870301357935 0.027375993131350244 0.020098229873294661 0.022803143674487172 -0.0074229682539747287 0.010916843067511743 0.013779509813070141 0.025593452413996617 0.03159020892342685 0.0099416454330759386 -0.010900303322242502 0.0026464309588097846 0.011521461870021029 0.0078139612049946232 0.016335235672820535 0.0066221568928492838 0.020428819662464542 0.022501860224965552
leaf_weight=61 71 62 58 94 81 68 63 96 74 81 84 78 57 52 52 125 145 1206 98 201 65
leaf_count=61 71 62 58 94 81 68 63 96 74 81 84 78 57 52 52 125 145 1206 98 201 65
internal_value=0 0.00923378 0.00768438 0.00920475 0.0158066 0.00701803 0.00889996 0.00628777 0.000549676 0.0153812 0.0157149 0.0153116 0.0101193 0 0.0160433 0.0198366 0.0149498 0.015422 0.0121533 0.0170189 0.0176751
internal_weight=0 684 613 555 2288 461 399 336 170 2207 2146 2062 255 109 1807 404 1403 1351 166 326 146
internal_count=2972 684 613 555 2288 461 399 336 170 2207 2146 2062 255 109 1807 404 1403 1351 166 326 146
is_linear=0
shrinkage=0.16829


Tree=4344
num_leaves=19
num_cat=0
split_feature=4 44 0 13 157 4 15 0 15 4 4 1 0 15 4 52 0 1
split_gain=1.11043 0.520389 0.591502 0.637612 0.577802 0.488835 0.432934 0.400058 0.311368 0.408158 0.545997 0.318043 0.298148 0.363398 0.25635 0.220076 0.16556 0.266776
threshold=0.31392000000000003 1.0000000180025095e-35 -0.10071499999999999 -0.10373499999999998 -0.066269999999999982 -0.50393499999999991 -0.41725999999999991 -0.11167499999999998 0.086605000000000015 0.0019650000000000002 -0.020619999999999996 0.088965000000000002 -0.0033699999999999993 0.12625000000000003 -0.35269999999999996 0.091160000000000005 -0.037444999999999992 0.13130500000000003
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 -5 16 -8 9 10 -6 -11 13 15 -14 -7 17 -2
right_child=6 -3 3 5 8 12 7 -9 -10 11 -12 -13 14 -15 -16 -17 -18 -19
leaf_value=-0.00958285476941894 0.012455867025774826 0.029393272543967022 -0.0019494058457441212 0.026372005156895799 0.011569350207176816 0.014989293802161296 0.0027858968571786722 -0.015752434985270469 0.019935968378391976 0.01861942942880554 -0.0092050444946198771 0.0043902528191350557 0.012981240269204939 0.027721145126099432 -0.002209023359901416 0.010676602916672015 0.015710737246575908 -0.0029578967721049601
leaf_weight=52 62 54 70 92 67 1364 82 55 65 103 77 79 67 56 59 449 54 65
leaf_count=52 62 54 70 92 67 1364 82 55 65 103 77 79 67 56 59 449 54 65
internal_value=0 0.0130164 0.0126756 0.0138268 0.00706617 0.0143568 0.00248566 -0.00464339 0.00928496 0.00715579 0.000448343 0.0124529 0.0138018 0.0143366 0.00585408 0.0139222 0.0078916 0.00455279
internal_weight=0 2654 2600 2157 443 2087 318 137 391 326 144 182 1995 1869 126 1813 181 127
internal_count=2972 2654 2600 2157 443 2087 318 137 391 326 144 182 1995 1869 126 1813 181 127
is_linear=0
shrinkage=0.16829


Tree=4345
num_leaves=29
num_cat=0
split_feature=1 12 1 2 34 2 0 12 0 12 49 51 1 1 41 49 47 11 0 0 1429 12 12 133 403 133 130 133
split_gain=44.054 7.97908 6.80227 5.28635 4.02081 2.18839 1.87186 1.54008 1.32495 1.31237 1.1622 1.03577 0.750917 1.04651 0.709214 0.580167 0.557976 0.49731 0.76829 0.4447 0.51064 0.430961 0.344949 0.376072 0.276445 0.201495 0.196423 0.146742
threshold=0.11829500000000003 0.056995000000000011 0.09258000000000001 0.17553000000000005 -0.010739999999999998 0.14132000000000003 -0.15941999999999998 0.092755000000000018 -0.078924999999999981 -0.063029999999999989 0.12314000000000001 -1.0000000180025095e-35 0.079805000000000015 0.086470000000000005 0.07677500000000001 -0.07278999999999998 0.08593000000000002 0.08184000000000001 -0.071879999999999986 -0.11262999999999999 0.084965000000000013 0.097345000000000015 0.084065000000000015 -0.020429999999999997 -0.072664999999999993 0.083000000000000018 0.079945000000000002 0.077945
decision_type=2 2 2 2 2 2 2 2 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 -2 8 -4 14 -6 -1 17 -8 -11 -14 19 -13 -10 18 24 -3 22 -20 25 -24 -9 -21 -26 -23
right_child=3 7 6 -5 5 -7 11 10 16 12 -12 15 13 -15 -16 -17 -18 -19 21 20 -22 27 23 -25 26 -27 -28 -29
leaf_value=0.0022170284058202418 -2.0268973519782484e-05 0.0016723977525940246 0.0015726785046353685 -0.00034162193707741942 0.00079650352608413464 0.00041898366920920725 0.0013235461290250297 0.0020638710985066973 0.0011252143235929153 0.0013693217741992682 0.0013261185223700292 0.0010453215933426869 0.0021904189314161326 0.0015695723471221485 0.0023321585887027397 0.00062714998747181051 0.0016011433738612111 0.002094998334981142 0.0014635080512974609 0.0019590437429934525 0.0022654275901050898 0.0016612663792191801 0.002047525625123029 0.0019051978577459671 0.001795659648231719 0.0022220203580226973 0.0019920460553755686 0.0018794874345655196
leaf_weight=80 57 52 74 55 76 63 61 89 54 52 52 65 54 67 65 83 55 76 83 54 70 76 301 683 215 91 81 69
leaf_count=80 57 52 74 55 76 63 61 89 54 52 52 65 54 67 65 83 55 76 83 54 70 76 301 683 215 91 81 69
internal_value=0 0.00183158 0.00147271 0.000599571 0.000769409 0.00095105 0.00112092 0.00192507 0.00113205 0.00186607 0.00180424 0.000960795 0.00170358 0.00184694 0.00199308 0.000811044 0.00136569 0.00184028 0.00180864 0.00197543 0.00198855 0.00165563 0.00197135 0.00194877 0.00189916 0.00212433 0.00184952 0.00176535
internal_weight=0 2593 536 360 305 248 283 2057 185 253 741 209 173 121 1316 148 109 689 613 1251 1199 228 1129 984 385 145 296 145
internal_count=2953 2593 536 360 305 248 283 2057 185 253 741 209 173 121 1316 148 109 689 613 1251 1199 228 1129 984 385 145 296 145
is_linear=0
shrinkage=0.0032998


Tree=4346
num_leaves=25
num_cat=0
split_feature=4 2 12 150 2 4 2 2 2 2 11 15 124 2 12 2 52 52 15 47 484 160 133 15
split_gain=34.5813 15.1828 7.18688 6.22761 5.00555 2.35784 2.13774 1.92232 1.97211 1.84944 1.53145 1.27814 1.08385 0.98435 0.906557 0.867097 0.613335 0.612669 0.467119 0.394755 0.396019 0.344337 0.257271 0.222975
threshold=0.31392000000000003 0.13388500000000003 1.0000000180025095e-35 0.086765000000000023 0.072175000000000017 0.052250000000000012 0.094155000000000016 0.15205000000000002 0.10052500000000002 0.15305000000000002 1.0000000180025095e-35 0.039965000000000007 -0.080429999999999988 0.091290000000000024 0.095815000000000011 0.11741500000000001 -0.069059999999999996 -0.10012499999999998 0.092495000000000008 0.10409500000000001 0.085845000000000019 -1.0000000180025095e-35 0.087815000000000018 -0.065419999999999992
decision_type=2 2 2 2 2 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 21 8 -2 -3 13 -12 -8 19 22 -10 -14 -15 -19 20 -4 -6 -7 -16
right_child=7 9 5 -5 6 14 12 -9 15 -11 11 -13 16 17 23 -17 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=0.00090152068556132088 0.00029611699466047906 0.00093440235615899149 0.0019069496391584439 0.00059447636963283609 0.0019736636576031725 0.0016232926928409271 0.0011684954556263282 -3.5964313511319692e-05 0.001241419699868648 0.00011647527362995292 0.0019805588110779924 0.002621298250693837 0.0015002005352991398 0.001951132222518236 0.001476942050956515 0.0007161005299425767 0.0019474663292201623 0.0015083572049339735 0.0017742104127717198 0.0016458594323837982 0.0021154232357087238 0.0023478630983225003 0.0019250147925061623 0.0011813225085801501
leaf_weight=91 99 70 1085 85 60 84 53 52 52 53 91 55 67 98 62 102 69 141 154 59 113 52 52 54
leaf_count=91 99 70 1085 85 60 84 53 52 52 53 91 55 67 98 62 102 69 141 154 59 113 52 52 54
internal_value=0 0.00171477 0.00176992 0.00140484 0.00158046 0.00185494 0.00178561 0.000541235 0.000660008 0.000582249 0.00189697 0.00222217 0.00157084 0.00186817 0.00155526 0.00089371 0.00172738 0.00172313 0.00164726 0.00191349 0.00192664 0.00214771 0.00173892 0.00133963
internal_weight=0 2648 2525 477 392 2048 301 305 253 123 1796 146 189 1650 252 154 136 393 295 1257 1198 112 136 116
internal_count=2953 2648 2525 477 392 2048 301 305 253 123 1796 146 189 1650 252 154 136 393 295 1257 1198 112 136 116
is_linear=0
shrinkage=0.0032998


Tree=4347
num_leaves=24
num_cat=0
split_feature=4 2 3 150 2 2 14 16 0 48 11 0 12 3 49 3 12 0 0 0 0 2 155
split_gain=22.5262 10.7102 3.32483 3.58141 1.92492 1.81434 1.26858 1.41986 1.16773 1.03881 0.891683 1.00387 1.00105 0.7598 0.687987 0.733243 0.67284 0.538547 0.387287 0.372294 0.277457 0.199262 0.176662
threshold=0.31392000000000003 0.13631000000000001 -0.073614999999999986 0.087075000000000027 -0.0098549999999999974 0.15205000000000002 -1.0000000180025095e-35 -0.5038649999999999 -0.20489499999999997 0.08956500000000002 1.0000000180025095e-35 -0.046614999999999997 0.086115000000000011 0.0053500000000000015 0.10078000000000002 0.10766000000000002 0.09253500000000002 -0.073664999999999994 -0.072624999999999981 -0.108275 -0.067434999999999981 0.096540000000000015 0.088680000000000023
decision_type=2 2 2 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 6 -2 13 -6 -3 11 16 -12 -8 15 -10 17 19 21 -1 -20 -18 -14
right_child=5 9 3 -5 8 -7 7 -9 14 -11 12 -13 22 -15 -16 -17 18 -19 20 -21 -22 -23 -24
leaf_value=0.0015596988546223484 0.0012362681519598635 0.0009903350868747658 0.0010972851834410307 0.00093922347077040041 0.0020992718803062795 0.00018382197766281114 0.0012400245590209428 0.00034986859209312863 0.0017508209385230782 0.00035174285647499644 0.0024183055984986815 0.0013536566335827214 0.0017199745088096561 0.0006907144965651225 0.0013506737731127285 0.0013569089369919202 0.001810838442353753 0.0021637079660550007 0.0014054426897465973 0.0018450814586520948 0.0016955141539876845 0.0015865392848817997 0.0020010937762482894
leaf_weight=54 71 60 65 92 70 52 52 71 363 52 54 56 52 59 76 61 228 57 72 1050 77 57 52
leaf_count=54 71 60 65 92 70 52 52 71 363 52 54 56 52 59 76 61 228 57 72 1050 77 57 52
internal_value=0 0.00169329 0.0017374 0.00154859 0.00163683 0.000746062 0.000861482 0.00071508 0.00169829 0.00069416 0.00181326 0.00179043 0.00205161 0.000948366 0.00164208 0.00169423 0.00180574 0.00184751 0.00169391 0.00183115 0.00155558 0.0017661 0.00186087
internal_weight=0 2648 2536 727 635 305 253 182 570 112 1809 1651 158 111 500 424 1595 1161 434 1104 149 285 104
internal_count=2953 2648 2536 727 635 305 253 182 570 112 1809 1651 158 111 500 424 1595 1161 434 1104 149 285 104
is_linear=0
shrinkage=0.0032998


Tree=4348
num_leaves=29
num_cat=0
split_feature=1 1 123 1 16 457 0 51 3 50 16 0 14 123 16 52 52 15 160 3 0 52 160 42 42 13 160 160
split_gain=53.3336 9.43577 6.16888 5.24272 3.82225 3.03482 2.24495 1.80335 1.68779 1.46927 1.43046 1.3906 1.37036 1.31245 1.12592 1.14847 0.942141 0.780666 0.719658 0.750413 0.662052 0.564027 0.530047 0.500759 0.352868 0.295566 0.265262 0.173073
threshold=0.11690500000000002 0.091345000000000023 1.0000000180025095e-35 0.13662500000000002 0.058455000000000007 0.048350000000000011 -0.076384999999999995 -0.10998999999999999 0.088880000000000015 0.091765000000000013 -0.40430999999999989 -0.13955999999999996 0.077140000000000014 0.086990000000000026 -0.077679999999999985 -0.4387299999999999 -0.11043499999999999 -0.015539999999999998 0.061085000000000007 -0.073614999999999986 0.048825000000000007 -0.14757499999999998 -0.023379999999999995 0.088125000000000023 0.088575000000000015 -1.0000000180025095e-35 0.07827000000000002 0.096695000000000017
decision_type=2 2 2 2 2 2 2 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 13 7 8 -3 12 11 -5 -9 18 -2 -8 -16 -13 -17 19 23 25 -20 -21 -1 -11 -19 -4 -23
right_child=3 2 26 10 -6 -7 14 9 -10 24 -12 16 -14 -15 15 17 -18 20 21 22 -22 27 -24 -25 -26 -27 -28 -29
leaf_value=0.0025481825288486758 0.0012963760606849945 0.0027819482263112252 0.0011248687738735009 0.00020578919745826933 0.0020289314595288753 0.0014451161884240116 0.0026271518856928423 0.0015335028752451278 0.0019281918328379402 0.0026665298425524908 0.00083511479334165287 0.0024421416061028009 0.0029836754326715777 0.00067065719554736125 0.0026154639967277465 0.0018372717453566836 0.001984322535114204 0.0021785642000268228 0.0029856785370298402 0.0025022395439127337 0.0018760532332007887 0.0027224302515030823 0.0020840931718780192 0.0023769437763822652 0.0022825804721587377 0.0024727794825905331 0.0014514903373445533 0.0024811155601510136
leaf_weight=806 103 57 59 69 64 61 69 52 53 55 92 74 70 57 53 96 151 90 54 56 53 62 86 252 54 69 53 83
leaf_count=806 103 57 59 69 64 61 69 52 53 55 92 74 70 57 53 96 151 90 54 56 53 62 86 252 54 69 53 83
internal_value=0 0.00233739 0.00198103 0.0010202 0.00134677 0.0021368 0.00244983 0.00223196 0.0025095 0.00215065 0.000565623 0.00202225 0.00253045 0.00107368 0.00223854 0.00216416 0.00213505 0.00208639 0.00250775 0.00247691 0.00219903 0.00269357 0.00224924 0.00250743 0.00247664 0.00230646 0.00127975 0.00258454
internal_weight=0 2568 616 385 224 504 1952 443 1522 386 161 277 1469 160 430 361 225 308 1399 1200 212 199 142 1058 109 159 112 145
internal_count=2953 2568 616 385 224 504 1952 443 1522 386 161 277 1469 160 430 361 225 308 1399 1200 212 199 142 1058 109 159 112 145
is_linear=0
shrinkage=0.0032998


Tree=4349
num_leaves=15
num_cat=0
split_feature=1 49 34 151 4 2 11 15 11 2 40 150 12 13
split_gain=1.85193 0.769998 0.726037 0.690398 0.895957 0.671943 0.659271 0.63376 0.420972 0.569806 0.36012 0.386551 0.292944 0.484758
threshold=0.11829500000000003 -0.15447499999999997 -0.028269999999999997 0.0014250000000000003 -0.0076199999999999992 0.14132000000000003 0.088160000000000002 -0.24511999999999998 0.078340000000000007 -0.080859999999999974 -0.082804999999999976 -1.0000000180025095e-35 0.056995000000000011 -0.052719999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 6 -5 12 8 -7 9 -3 -11 -12 13 -4
right_child=2 3 5 4 -6 7 -8 -9 -10 10 11 -13 -14 -15
leaf_value=0.035938958829687326 -0.014157986265733865 0.00011326304582020439 0.0080430838183619124 0.018649601674656829 -0.012583970494692218 0.0087905539999956588 0.03208625767837469 -0.016018566475924704 0.003344061798158621 0.030017158926817281 0.029888459785830504 0.01657492824742636 0.0043553461105735117 0.029240838246646774
leaf_weight=59 53 56 64 52 52 62 80 55 67 62 64 2101 67 59
leaf_count=59 53 56 64 52 52 62 80 55 67 62 64 2101 67 59
internal_value=0 0.0169077 0.00401998 0.0164639 0.00301554 0.00716404 0.0170387 -0.0028565 0.0165257 0.0169118 0.0173334 0.0169693 0.013344 0.0182257
internal_weight=0 2593 360 2534 104 307 2430 117 2350 2283 2227 2165 190 123
internal_count=2953 2593 360 2534 104 307 2430 117 2350 2283 2227 2165 190 123
is_linear=0
shrinkage=0.16829


Tree=4350
num_leaves=19
num_cat=0
split_feature=4 457 151 0 1 4 0 16 9 150 16 0 3 0 3 1 1 457
split_gain=0.848455 0.680896 0.5571 0.725016 0.706597 0.537657 0.642234 0.499537 0.500713 0.465025 0.457355 0.947405 0.339271 0.293562 0.305824 0.202116 0.146113 0.13406
threshold=0.31392000000000003 0.11662500000000002 -0.085989999999999983 -0.16926499999999997 0.083065000000000014 0.41823000000000005 -0.11167499999999998 -0.071129999999999985 0.037245000000000007 0.083205000000000015 0.5455350000000001 -0.034759999999999992 0.0043700000000000006 -0.066934999999999981 -0.080624999999999988 0.13130500000000003 0.14065000000000003 0.048870000000000004
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 17 -2 -7 12 10 -6 11 -9 13 14 -5 -8 -17 -1
right_child=5 -3 3 7 9 6 15 8 -10 -11 -12 -13 -14 -15 -16 16 -18 -19
leaf_value=0.0079717638411621224 -0.0075393684105427485 -0.0049161664227383465 0.029420985178180439 0.013843376244383414 0.0061191257581424546 0.020873300338030028 0.010133631182553433 0.011441822730535433 0.027258096378709868 -0.016163460542185051 0.02197223123207729 -0.0027214275018994311 0.0031737081316090404 0.027949099238508683 0.020289265630266014 -0.0086866836499944755 0.0036374224184439236 0.019576312197232458
leaf_weight=53 88 60 83 617 54 74 57 930 52 52 89 156 55 63 318 52 57 62
leaf_count=53 88 60 83 617 54 74 57 930 52 52 89 156 55 63 318 52 57 62
internal_value=0 0.0127851 0.0131968 0.0139529 0.00510391 0.00370245 0.00783193 0.013389 0.0110767 -0.00479501 0.010359 0.00940567 0.0160818 0.0167913 0.0160376 0.00200749 -0.00222549 0.0142438
internal_weight=0 2644 2584 2363 221 328 240 2280 1227 106 1175 1086 1053 998 935 166 109 115
internal_count=2972 2644 2584 2363 221 328 240 2280 1227 106 1175 1086 1053 998 935 166 109 115
is_linear=0
shrinkage=0.16829


Tree=4351
num_leaves=20
num_cat=0
split_feature=1 457 14 3 156 30 50 475 43 3 1454 16 1456 3 11 3 16 43 43
split_gain=0.65404 0.592014 0.476629 1.24703 0.404084 0.36857 0.380806 0.288236 0.249255 0.261126 0.195485 0.203603 0.192074 0.188525 0.186699 0.490897 0.318216 0.089847 0.0903264
threshold=0.092845000000000025 0.084740000000000024 0.076450000000000004 -0.12711499999999995 0.10613500000000002 0.086055000000000006 0.077920000000000003 0.0030750000000000005 -0.088689999999999977 -0.079774999999999985 0.083660000000000026 -0.18817999999999999 0.087065000000000017 -0.062694999999999987 0.082245000000000013 -0.083254999999999982 -1.0000000180025095e-35 -0.31011999999999995 -0.14074499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 6 14 8 9 17 11 -10 -13 -8 15 -2 -17 -5 -19
right_child=1 -3 -4 7 -6 -7 13 -9 10 -11 -12 12 -14 -15 -16 16 -18 18 -20
leaf_value=-0.0082146689812827214 -0.010273108650581085 -0.006372588771163046 0.02375466130435919 0.020577865549103687 0.017626656898902249 -0.0056175595324698289 0.019143188438484737 -0.00023146764048161578 0.0041089389024655861 0.027358805344559506 0.0021594133099469004 0.012781947233032057 0.0026604498152614409 0.0077246463371311832 0.013593952559227029 0.009579165590908793 -1.5548461834726157e-05 0.0066994106433760948 0.014770529914577196
leaf_weight=91 59 95 87 55 101 67 99 53 92 53 63 1215 56 71 67 270 153 52 173
leaf_count=91 59 95 87 55 101 67 99 53 92 53 63 1215 56 71 67 270 153 52 173
internal_value=0 0.0062432 0.0115559 0.0109973 0.00759641 0.00630525 0.00741878 0.0119631 0.0123315 0.0164891 0.0113594 0.0117833 0.0123374 0.0143848 0.00525843 0.00409604 0.00610449 0.0144252 0.0129132
internal_weight=0 982 1990 1903 887 786 719 1812 1759 333 1426 1363 1271 170 549 482 423 280 225
internal_count=2972 982 1990 1903 887 786 719 1812 1759 333 1426 1363 1271 170 549 482 423 280 225
is_linear=0
shrinkage=0.16829


Tree=4352
num_leaves=21
num_cat=0
split_feature=4 39 13 14 0 0 42 15 151 48 4 0 4 39 150 0 157 52 52 0
split_gain=73.421 19.2391 14.4904 6.29424 3.89301 4.52242 3.5845 2.98318 2.59998 2.17167 2.13675 2.9941 1.4131 1.2982 0.986822 0.82339 0.689124 0.581134 0.417159 0.137382
threshold=0.31392000000000003 0.082765000000000019 -0.27740999999999993 0.073890000000000011 -0.13165999999999997 -0.072624999999999981 -1.0000000180025095e-35 -0.10566999999999999 -0.082164999999999988 0.093225000000000016 -0.47860499999999995 -0.036459999999999992 0.053330000000000009 0.088485000000000008 1.0000000180025095e-35 -0.014704999999999998 -0.0048549999999999991 0.27203000000000005 0.0030150000000000008 -0.12259499999999998
decision_type=2 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 12 -3 -4 -2 14 16 -12 17 15 -8 19 -7 -6 -14 -10
right_child=8 6 3 -5 5 10 9 -9 13 -11 11 -13 18 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00061897927479169273 0.00091283225626508167 0.0017014643280438351 0.0021110186637812978 0.0028766514938991972 0.0021936333405611751 0.002409152466576791 0.0012886434238284956 0.0011582202659625041 0.00033805530150737785 0.00019811652109324825 0.0018039816577844906 0.0010921811155013604 0.0016961230455875055 -0.00017206225402130763 0.00066554423972211738 -4.4319475967988344e-05 0.0019276829215989031 0.001985636734399299 0.0020387797921933748 0.00056564805565588786
leaf_weight=81 54 56 56 94 1208 61 60 100 60 55 335 80 94 103 52 53 72 171 69 58
leaf_count=81 54 56 56 94 1208 61 60 100 60 55 335 80 94 103 52 53 72 171 69 58
internal_value=0 0.00190629 0.00199174 0.00203924 0.00200418 0.00204176 0.000978525 0.00150048 0.000250953 0.000735891 0.00178388 0.00166685 0.00213338 0.000120381 0.000999662 0.000296737 0.00214877 0.00216787 0.00184139 0.000450221
internal_weight=0 2644 2421 2340 2246 2090 223 156 328 167 548 415 1542 274 112 171 133 1379 163 118
internal_count=2972 2644 2421 2340 2246 2090 223 156 328 167 548 415 1542 274 112 171 133 1379 163 118
is_linear=0
shrinkage=0.0032998


Tree=4353
num_leaves=20
num_cat=0
split_feature=4 3 39 457 10 2 2 151 34 15 16 160 42 3 3 11 160 151 4
split_gain=26.2161 8.86222 6.71588 2.67678 2.35046 1.5639 1.21725 2.05066 0.977615 0.846669 0.768363 1.18324 0.874864 0.746595 0.591538 0.520072 0.440587 0.427553 0.375833
threshold=0.31392000000000003 0.18595000000000003 0.082765000000000019 0.11129500000000002 -1.0000000180025095e-35 0.094985000000000014 0.090020000000000017 -0.085989999999999983 -0.016844999999999995 -0.43091499999999999 0.052690000000000008 -0.021314999999999997 0.086825000000000013 -0.16574499999999995 -0.10690999999999999 0.07585500000000002 -0.077814999999999981 -0.079914999999999986 -0.096364999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -6 10 -8 -2 16 15 -12 -13 -9 -15 18 -10 -11 -1
right_child=8 -3 4 -5 5 -7 7 13 9 17 11 12 -14 14 -16 -17 -18 -19 -20
leaf_value=0.001438079276533518 0.00017660847811671766 0.00042105099623066411 0.00042142022125978907 0.00090221129933655878 0.0015878432889164487 0.00092262316001035221 0.0009537965375409379 0.0019078646028959059 0.00064002014859354051 0.00071748308522723671 0.0010891188618172363 0.0019967157464317138 0.0014524794152765172 0.0012574693179641726 0.0015849416066620969 0.002045373090388926 0.0010511984234654282 0.00034662692541171232 0.0017293063802863173
leaf_weight=52 62 75 55 55 69 88 60 73 56 52 54 54 82 67 692 56 59 99 1112
leaf_count=52 62 75 55 55 69 88 60 73 56 52 54 54 82 67 692 56 59 99 1112
internal_value=0 0.00153979 0.00157244 0.00162306 0.00100944 0.00121521 0.00164027 0.00154444 0.000550542 0.000637567 0.00170087 0.00150426 0.00166883 0.00158699 0.00155608 0.00173146 0.000851279 0.000474572 0.00171633
internal_weight=0 2644 2569 2357 212 157 2302 892 328 266 1410 190 136 832 759 1220 115 151 1164
internal_count=2972 2644 2569 2357 212 157 2302 892 328 266 1410 190 136 832 759 1220 115 151 1164
is_linear=0
shrinkage=0.0032998


Tree=4354
num_leaves=17
num_cat=0
split_feature=4 3 39 42 457 13 0 0 0 4 3 4 16 0 40 16
split_gain=20.3434 7.65924 5.99743 1.54869 1.4958 1.37423 1.32375 1.73225 1.05352 1.93032 0.611198 0.606831 0.599366 0.378812 0.325913 0.394993
threshold=0.31392000000000003 0.28833000000000003 0.055555000000000007 -1.0000000180025095e-35 0.11129500000000002 -0.026489999999999996 -0.14867499999999997 -0.13165999999999997 -0.076589999999999978 -0.47860499999999995 0.084670000000000009 0.053925000000000008 -0.54364499999999982 0.0062000000000000006 -0.076114999999999988 -0.49804499999999996
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 -5 10 -8 11 -10 -1 -9 -2 14 -14 -16
right_child=12 -3 3 5 -6 -7 7 8 9 -11 -12 -13 13 -15 15 -17
leaf_value=0.0020663077148995426 0.000897802574871897 0.00032334103978612106 0.0014382870826894544 0.0011047103221054409 0.00099730761582582654 0.00049572479965763114 0.00098822674014928456 0.0016210863691649758 0.0017858595119754008 0.0013490109532908233 0.0016394912049593566 0.001401656732684187 0.00037470476702342623 0.00028141297381732076 0.00047275375069282324 0.00080921028384840169
leaf_weight=74 57 63 56 81 55 81 63 1257 139 543 75 157 58 56 67 90
leaf_count=74 57 63 56 81 55 81 63 1257 139 543 75 157 58 56 67 90
internal_value=0 0.00146083 0.00148858 0.000964449 0.00153692 0.000800435 0.00154976 0.00152891 0.00154514 0.0014381 0.0018517 0.00159675 0.000589363 0.000524358 0.000587473 0.000665851
internal_weight=0 2644 2581 218 2363 162 2308 2159 2096 682 149 1414 328 271 215 157
internal_count=2972 2644 2581 218 2363 162 2308 2159 2096 682 149 1414 328 271 215 157
is_linear=0
shrinkage=0.0032998


Tree=4355
num_leaves=24
num_cat=0
split_feature=2 4 403 2 403 16 16 4 403 133 49 133 13 51 51 2 4 10 16 14 4 2 16
split_gain=1.62119 0.672212 0.382014 0.413793 0.567165 0.593705 1.17318 0.705942 0.476496 0.411089 0.409879 0.376954 0.364271 0.308613 0.484432 0.243371 0.209915 0.205328 0.222484 0.345694 0.251605 0.162216 0.0697261
threshold=0.25063000000000007 0.26546000000000003 -0.53317999999999988 0.099845000000000003 -0.053494999999999994 -0.0024749999999999993 0.51165500000000008 -0.0086549999999999978 -0.10162999999999998 -0.10298999999999998 0.084620000000000015 0.066685000000000008 -0.080519999999999994 0.11391500000000002 0.078960000000000016 0.084450000000000011 -0.49269499999999994 0.057650000000000007 -0.53242499999999993 -1.0000000180025095e-35 0.31392000000000003 0.087325000000000014 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 -5 10 7 -7 11 15 12 -4 -6 14 -11 -10 -8 18 -3 -20 -21 -13 -17
right_child=-2 17 3 4 5 6 16 -9 9 13 -12 21 -14 -15 -16 22 -18 -19 19 20 -22 -23 -24
leaf_value=0.0033300028355553271 -0.015709948894410217 0.015122147711134524 0.035393204138899355 -0.0062905352360895176 0.01337046134970018 0.0052285351489553787 0.012815529256743032 -0.018333477299354351 0.014570763226085203 0.016129959924403848 0.008763477271573691 0.012736670783563589 0.030531460116876349 0.025781228694725808 0.0059022479298658703 0.0077933248942829323 0.027748174322099209 -0.0034868553209993695 0.013920051032693994 0.0085400950198679434 -0.0060931110173289742 0.025068180047145349 0.0002078349315213771
leaf_weight=94 57 84 55 53 59 117 53 52 97 1263 82 65 88 81 147 62 55 54 77 56 82 58 78
leaf_count=94 57 84 55 53 59 117 53 52 97 1263 82 65 88 81 147 62 55 54 77 56 82 58 78
internal_value=0 0.0129342 0.0138844 0.0142862 0.0102504 0.0119865 0.0067349 -0.00201068 0.0154689 0.0146121 0.0183311 0.0237756 0.0236559 0.0156483 0.0150649 0.00808588 0.0204368 0.00604086 0.0077676 0.00488583 -0.00014198 0.0185661 0.00357996
internal_weight=0 2912 2559 2465 559 506 277 169 1906 1728 229 178 147 1491 1410 237 108 353 299 215 138 123 140
internal_count=2969 2912 2559 2465 559 506 277 169 1906 1728 229 178 147 1491 1410 237 108 353 299 215 138 123 140
is_linear=0
shrinkage=0.16829


Tree=4356
num_leaves=26
num_cat=0
split_feature=4 2 12 2 2 4 0 150 12 133 0 12 15 150 0 0 12 12 124 15 4 50 131 51 4
split_gain=47.5373 13.3766 7.03798 3.71023 2.3079 1.9549 1.64139 1.53734 1.42155 1.34769 0.788405 0.711239 1.10527 0.659173 1.18683 0.868666 0.571047 0.546932 1.18645 0.5109 0.403334 0.395935 0.291358 0.215042 0.0683594
threshold=0.31392000000000003 0.14132000000000003 -1.0000000180025095e-35 0.10179000000000001 0.14744000000000002 -0.097349999999999978 -0.10998999999999999 0.082590000000000011 0.085465000000000013 -0.0094199999999999978 -0.079249999999999987 -0.078454999999999983 -0.43587999999999999 0.083295000000000022 -0.096444999999999989 -0.15184499999999998 0.097145000000000023 -0.092979999999999993 -0.080429999999999988 0.015700000000000002 -0.032169999999999997 0.089430000000000023 0.021890000000000003 -0.019539999999999998 -0.076164999999999997
decision_type=2 2 2 2 2 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 7 6 -4 11 -5 -1 13 -2 -13 15 -15 -7 23 -11 -19 -8 -18 22 -12 -10 -23
right_child=4 -3 3 8 -6 10 19 -9 16 17 21 12 -14 14 -16 -17 20 18 -20 -21 -22 24 -24 -25 -26
leaf_value=0.0017565570974405684 0.00023422418888091433 0.00056941203508396941 0.0028008264406413699 0.0013024183227749802 -7.2310393107439684e-05 0.0024055151686935383 0.0019691528501992444 0.0010710846794910196 0.0020680765165169766 0.0014691975438437099 0.0016795680299682117 0.00099302141126233513 0.00035305355773048369 0.0013862520803569296 0.0020129706741061656 0.0020041527665982917 0.0018144970682969232 0.00075264748392888465 0.0013976940343660034 0.0023854810451727909 0.0014796666463456846 0.0020942682162263314 0.0018964072766355828 0.0017926655236212862 0.0019161964101838363
leaf_weight=67 76 88 54 100 63 63 90 65 62 60 175 54 65 52 92 1105 72 61 64 52 91 53 117 69 59
leaf_count=67 76 88 54 100 63 63 90 65 62 60 175 54 65 52 92 1105 72 61 64 52 91 53 117 69 59
internal_value=0 0.00183494 0.00187846 0.00193572 0.000493833 0.00199589 0.0023091 0.00063115 0.00164363 0.00135441 0.00196009 0.000484324 0.000643755 0.00199963 0.0017869 0.00202583 0.00175957 0.00120857 0.00108319 0.00212186 0.00162778 0.00183159 0.00176657 0.00192328 0.00200078
internal_weight=0 2646 2558 2306 323 1912 196 260 394 252 1716 195 119 1312 144 1168 294 185 125 142 163 404 292 131 112
internal_count=2969 2646 2558 2306 323 1912 196 260 394 252 1716 195 119 1312 144 1168 294 185 125 142 163 404 292 131 112
is_linear=0
shrinkage=0.0032998


Tree=4357
num_leaves=24
num_cat=0
split_feature=3 1 4 13 1 4 43 160 51 1456 1 1 13 4 474 4 4 13 124 43 1 13 4
split_gain=1.52792 0.41424 0.560533 0.514115 0.460476 0.397434 0.469011 0.33215 0.527878 0.327343 0.309428 0.395424 0.47488 0.278434 0.391653 0.241357 0.370932 0.225336 0.223421 0.194081 0.163487 0.156257 0.157186
threshold=0.3148450000000001 0.098395000000000024 -0.033649999999999992 -0.15747499999999998 0.11077000000000002 0.055765000000000002 -0.078469999999999984 0.0034400000000000008 -0.015619999999999997 -0.085589999999999986 0.095640000000000017 0.090485000000000024 -0.052124999999999998 0.04105000000000001 0.088510000000000019 0.00093000000000000016 -0.065794999999999979 -0.071104999999999988 -0.074959999999999985 -0.081314999999999985 0.10398500000000001 -0.071564999999999976 0.40318000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -4 20 6 -5 9 -9 -1 11 13 -13 14 -11 16 -10 -15 -7 -18 -3 -20 -23
right_child=-2 2 3 5 -6 18 -8 8 15 10 -12 12 -14 17 -16 -17 19 -19 21 -21 -22 22 -24
leaf_value=0.021954638718552938 -0.0086242149585586438 0.016047291511428516 0.020784508245841118 0.004915707501554685 0.027053173072926293 -0.0013855985549381809 -0.014959992313947713 0.029287349912585324 0.020846701255099964 0.012459451124518241 0.024094322300639397 -0.0041918687590251609 0.014261803339241843 0.012164784606553096 0.025516084109569057 0.021258099399734449 0.01123847806621105 -0.00014509958347586819 0.0027559719847950058 -0.0023226897929725767 0.0031307059508601989 0.018881417020933721 0.0084798653639356087
leaf_weight=97 103 58 58 78 73 68 59 89 68 1233 57 94 68 82 69 97 68 86 72 53 54 63 122
leaf_count=97 103 58 58 78 73 68 59 89 68 1233 57 94 68 82 69 97 68 86 72 53 54 63 122
internal_value=0 0.0122278 0.00867835 0.00584262 0.0166393 0.00396291 -0.00363079 0.013385 0.017949 0.0124257 0.0118774 0.0114496 0.00354303 0.0123197 0.0131528 0.0144144 0.0108925 0.0058526 0.00716947 0.00528361 0.00983569 0.00944006 0.0120317
internal_weight=0 2866 705 520 185 462 137 2161 375 1786 1689 1632 162 1470 1302 286 189 168 325 121 112 257 185
internal_count=2969 2866 705 520 185 462 137 2161 375 1786 1689 1632 162 1470 1302 286 189 168 325 121 112 257 185
is_linear=0
shrinkage=0.16829


Tree=4358
num_leaves=15
num_cat=0
split_feature=10 128 133 10 124 50 50 403 42 4 4 42 403 16
split_gain=0.768149 0.428029 0.469354 0.350443 0.365853 0.435538 0.494512 0.392098 0.306666 0.305749 0.260968 0.197382 0.165575 0.142401
threshold=-0.092019999999999977 0.083625000000000019 -0.16268499999999997 0.057650000000000007 -0.082024999999999987 0.13159000000000001 0.093530000000000016 -0.53317999999999988 0.090535000000000018 -9.4999999999999992e-05 -0.078929999999999986 -0.047584999999999995 -0.062634999999999982 -0.04040499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 9 6 7 -6 11 -4 -8 -2 -3 -14
right_child=1 12 3 -5 5 -7 10 -9 -10 -11 -12 -13 13 -15
leaf_value=-0.0059065316566843679 0.0029704157975543564 0.024697511261110514 0.010253819443480366 -0.0015710479118950741 -0.00060572912414105459 -0.0014107735719645716 0.028853807434071253 0.010936909693333068 0.011839282873897305 -0.0051546690342177976 0.015539327988952752 -0.010400250275846535 0.010320385787524604 0.021212032179712723
leaf_weight=88 65 62 70 71 87 78 52 1838 53 76 220 60 95 54
leaf_count=88 65 62 70 71 87 78 52 1838 53 76 220 60 95 54
internal_value=0 0.0100423 0.00946418 0.0100606 0.0104025 0.0109267 0.0113656 0.0104143 0.00110418 0.00222066 0.0180913 -0.00343313 0.0173494 0.0142798
internal_weight=0 2881 2670 2492 2421 2275 2197 1925 178 146 272 125 211 149
internal_count=2969 2881 2670 2492 2421 2275 2197 1925 178 146 272 125 211 149
is_linear=0
shrinkage=0.16829


Tree=4359
num_leaves=15
num_cat=0
split_feature=4 2 123 3 3 0 2 1186 1429 147 11 4 3 4
split_gain=27.3994 8.71975 4.47084 2.94199 2.03404 1.51559 1.16488 0.925591 0.736367 0.651917 0.88187 0.56253 0.413818 0.483991
threshold=0.31392000000000003 0.14132000000000003 1.0000000180025095e-35 0.13772500000000001 0.10402500000000002 -0.105195 0.10773000000000001 0.062030000000000009 -0.092119999999999994 0.086565000000000017 1.0000000180025095e-35 -0.012384999999999998 -0.012814999999999998 0.50779500000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 7 -2 -6 8 -1 10 -10 -4 13 -7
right_child=3 -3 11 -5 6 12 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.0021848763622546747 0.001190705295797897 0.00066739806885289369 0.0014213785402400366 0.00010285086385938265 0.0016659031002454975 0.00054402594150656071 0.0010238600746119981 0.0014521256872737432 0.0017749065496929287 0.0014451248350363 0.0020352901808885718 0.0009907214161704197 0.00041221056687774807 0.00099441715275121688
leaf_weight=52 89 88 54 76 62 52 62 91 1933 61 155 88 53 53
leaf_count=52 89 88 54 76 62 52 62 91 1933 61 155 88 53 53
internal_value=0 0.00168935 0.0017245 0.000671118 0.00175797 0.000845826 0.00134517 0.00178029 0.00179384 0.00178436 0.00179425 0.00115474 0.000651336 0.000771702
internal_weight=0 2646 2558 323 2416 247 124 2292 2201 2149 2088 142 158 105
internal_count=2969 2646 2558 323 2416 247 124 2292 2201 2149 2088 142 158 105
is_linear=0
shrinkage=0.0032998


Tree=4360
num_leaves=29
num_cat=0
split_feature=1 52 40 12 1 39 0 11 12 0 1 1 52 52 12 12 1 16 0 12 1 401 15 52 43 0 15 12
split_gain=24.7096 4.78746 2.51163 3.20216 1.37363 2.1022 1.38861 1.35191 1.24878 0.880179 0.801784 0.632987 0.573738 0.539718 0.986746 1.21339 0.559993 0.470427 0.984357 0.456337 0.394732 0.330447 0.320147 0.317053 0.291412 0.560889 0.425048 0.23166
threshold=0.10442000000000001 -0.25811499999999993 -0.084924999999999987 0.090535000000000018 0.090195000000000011 0.055555000000000007 -0.083619999999999986 1.0000000180025095e-35 0.11431500000000001 -0.099704999999999974 0.11649500000000002 0.087055000000000007 0.10400000000000002 -0.08330499999999999 -0.089649999999999994 -1.0000000180025095e-35 0.11319000000000001 -0.0071849999999999995 -0.091694999999999985 0.093065000000000009 0.096475000000000019 0.083100000000000021 -0.14773499999999998 -0.088174999999999989 -0.17307499999999998 -0.049024999999999992 0.090465000000000004 0.092395000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 13 6 9 7 11 12 -6 -5 17 24 -4 -15 -16 -17 21 -19 -14 27 22 -1 -20 -8 26 -26 -11
right_child=1 2 3 10 5 -7 8 -9 -10 20 -12 -13 19 14 15 16 -18 18 23 -21 -22 -23 -24 -25 25 -27 -28 -29
leaf_value=0.0018635100003477905 0.0016179737340322644 0.0001840724182952063 0.00040744481705358085 0.0016090804653783363 0.001193721206501593 0.0008504543176111255 0.0013671129098612822 0.0021371370686140739 0.0010951908283961518 0.0013710699953431594 0.0010787033750768221 0.001376983503058162 0.0015881979776828966 0.001038234791401282 0.00029901445601729099 0.0010814566166113715 0.00066690843377053362 0.0022301346315456933 0.0015079350367401762 0.0012402973353583451 0.0017618395932260226 0.0018699309181367161 0.001606172474226052 0.0018673478130305696 0.0015238144470909928 0.001845162049246269 0.0017691037621538231 0.0016125136696909046
leaf_weight=60 81 72 61 52 78 63 54 72 70 85 79 77 72 92 79 52 115 52 59 100 99 72 580 52 371 105 100 96
leaf_count=60 81 72 61 52 78 63 54 72 70 85 79 77 72 92 79 52 115 52 59 100 99 72 580 52 371 105 100 96
internal_value=0 0.000864429 0.00076298 0.000841557 0.00157874 0.00140759 0.00161673 0.00169942 0.00151957 0.00150553 0.0012895 0.00166628 0.00155657 0.000694399 0.000746082 0.000636678 0.0007962 0.0016917 0.00185342 0.00138614 0.00159227 0.00165463 0.00163035 0.00167663 0.00160304 0.0016251 0.00157597 0.00149932
internal_weight=0 683 602 530 2317 421 1896 1024 872 358 131 952 802 399 338 246 167 875 163 172 280 712 640 111 630 576 471 181
internal_count=3000 683 602 530 2317 421 1896 1024 872 358 131 952 802 399 338 246 167 875 163 172 280 712 640 111 630 576 471 181
is_linear=0
shrinkage=0.0032998


Tree=4361
num_leaves=28
num_cat=0
split_feature=4 12 2 2 2 2 4 48 159 2 4 3 2 12 12 43 13 3 12 43 16 401 43 4 2 4 4
split_gain=27.3911 10.1135 4.21418 2.97316 2.74661 1.94277 1.71747 1.38255 1.37722 1.28271 1.35267 1.09587 0.8795 0.703462 0.787544 0.553915 0.480633 0.477982 0.525681 0.656852 0.738128 0.653849 0.456257 0.375665 0.314922 0.250874 0.10341
threshold=0.31392000000000003 0.056995000000000011 0.10859000000000001 -0.0098549999999999974 0.10060500000000001 0.14019000000000004 -0.082619999999999985 0.083540000000000017 0.082420000000000007 0.093320000000000014 -9.4999999999999992e-05 -0.15624499999999999 -0.13746499999999998 0.097060000000000021 0.090745000000000006 -0.049364999999999992 -0.072634999999999991 -0.063569999999999974 0.087965000000000015 -0.12118 -0.075274999999999995 0.085625000000000021 -0.0042299999999999994 0.42642000000000008 0.11085000000000002 0.0015850000000000003 -0.040394999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 11 12 -5 13 16 10 -8 -3 -2 14 -6 -14 -4 18 21 20 -20 22 -13 -17 -15 -21 -26
right_child=5 4 8 6 7 -7 9 -9 -10 -11 -12 17 15 24 -16 23 -18 -19 19 25 -22 -23 -24 -25 26 -27 -28
leaf_value=0.0011114265263330327 0.0014032704238668161 0.002488756093268327 0.0010292549423270929 0.0021950328309989589 0.0016862905336465959 0.00043865068152277871 0.0014487673371943914 0.0012816517622669741 0.00064747590781717842 0.001341252503705584 0.0021337756090292238 0.0020950702830862767 0.00072231663182098255 0.0014737442484695587 0.0022135118557346724 0.00087102944937552079 0.0014529420626256456 0.002329432010463079 0.0019540787215675225 0.0020309982051825359 0.0014385933295660322 0.0024086525774132377 0.0018512026052655537 0.0012557982131098269 0.0018801867132522483 0.00188123515446362 0.0016703441150390384
leaf_weight=79 53 59 52 97 52 82 52 63 57 83 81 520 86 56 79 53 69 57 75 642 52 64 103 60 60 160 54
leaf_count=79 53 59 52 97 52 82 52 63 57 83 81 520 86 56 79 53 69 57 75 642 52 64 103 60 60 160 54
internal_value=0 0.00188321 0.00149323 0.00168459 0.00198925 0.000880585 0.00182914 0.00172806 0.00107163 0.00166466 0.00186622 0.00204412 0.00102425 0.00182138 0.0020045 0.000923126 0.00127115 0.00202842 0.00201778 0.00196595 0.00174329 0.00208782 0.00205481 0.00107564 0.00168006 0.00200116 0.0017811
internal_weight=0 2666 570 392 2096 334 313 364 178 216 133 1732 252 301 131 199 121 1673 1616 929 127 687 623 113 170 802 114
internal_count=3000 2666 570 392 2096 334 313 364 178 216 133 1732 252 301 131 199 121 1673 1616 929 127 687 623 113 170 802 114
is_linear=0
shrinkage=0.0032998


Tree=4362
num_leaves=23
num_cat=0
split_feature=2 9 43 41 43 133 15 9 474 133 484 43 43 48 484 49 40 133 2 15 15 15
split_gain=0.807449 0.439987 0.382248 0.520729 0.399506 0.50507 0.355221 0.300974 0.293404 0.494377 0.356436 0.323822 0.456126 0.409522 0.277117 0.347463 0.304633 0.267131 0.227224 0.193086 0.154835 0.0361632
threshold=0.10060500000000001 -1.0000000180025095e-35 -0.16318499999999997 0.07677500000000001 0.0010300000000000003 -0.091869999999999993 -0.15300999999999995 0.085555000000000006 0.085295000000000024 0.084845000000000018 0.08264500000000001 0.0052850000000000006 0.090280000000000013 0.090530000000000013 0.087020000000000014 -0.061079999999999988 -0.0079899999999999988 0.085895000000000013 0.072175000000000017 -0.13783499999999996 -0.23058999999999999 -0.011244999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 14 -6 20 8 10 18 11 13 -13 -8 15 -4 -17 21 -10 -18 -3 -12
right_child=2 6 3 -5 5 -7 7 -9 9 -11 17 12 -14 -15 -16 16 19 -19 -20 -21 -22 -23
leaf_value=0.0017017237179746277 -0.004392920800163725 0.016904803848238465 -0.0032708235991937007 0.024138786396951117 0.0089683453759682469 -0.012253412965172867 0.015401341240689578 0.00034271760109561971 0.0071982074906300885 0.016581648480570851 0.029641766304914035 0.0014905153632145752 0.014900744979100959 0.0048386824734447031 0.019068228656949154 -0.001084708923186311 0.018133746226475081 0.012337295109356066 -0.0083826281024642346 0.0089797162426724503 0.029209707235784067 0.023170212935790427
leaf_weight=93 77 65 74 53 63 64 1135 52 53 86 55 145 143 115 65 69 85 59 53 290 54 52
leaf_count=93 77 65 74 53 63 64 1135 52 53 86 55 145 143 115 65 69 85 59 53 290 54 52
internal_value=0 0.0130473 0.00689277 0.00803404 0.00682933 -0.00171194 0.0135569 0.0130094 0.0133559 0.00710025 0.0140597 0.013257 0.00815531 0.014431 0.00869303 0.00738765 0.00916811 0.0214858 -0.000575261 0.0110594 0.0225036 0.0265135
internal_weight=0 2160 840 763 710 127 2067 1948 1896 192 1704 1538 288 1250 583 518 444 166 106 375 119 107
internal_count=3000 2160 840 763 710 127 2067 1948 1896 192 1704 1538 288 1250 583 518 444 166 106 375 119 107
is_linear=0
shrinkage=0.16829


Tree=4363
num_leaves=16
num_cat=0
split_feature=1 0 1 1456 150 150 34 1 1 3 157 3 39 15 1
split_gain=0.656675 0.340616 0.504663 0.310943 0.319941 0.446566 0.333967 0.286492 0.326886 0.407378 0.292836 0.448058 0.251607 0.242517 0.164564
threshold=0.12072500000000001 -0.034759999999999992 0.14195000000000002 -0.24153499999999997 0.12082500000000002 0.10980500000000001 -1.0000000180025095e-35 0.10442000000000001 0.11497000000000002 -0.0063699999999999989 1.0000000180025095e-35 -0.075579999999999994 0.096625000000000016 -0.22805999999999996 0.13042000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 -1 5 6 -5 10 9 -9 13 -12 14 -8 -2
right_child=1 -3 -4 4 -6 -7 7 8 -10 -11 11 -13 -14 -15 -16
leaf_value=0.02296768586561115 0.00070892721911386424 0.011365506023622048 -0.013554509011197832 0.020694077775184883 0.022763131523658477 -0.0044413086359633893 0.020035018853220513 -0.0053241703323480601 0.012407032149589223 0.011977309721608773 0.0098883282057587295 0.029721327927501543 -0.0057469637165631698 0.0095577913916268797 0.013066268590321856
leaf_weight=54 53 88 65 82 55 61 65 119 98 57 79 55 55 1941 73
leaf_count=54 53 88 65 82 55 61 65 119 98 57 79 55 55 1941 73
internal_value=0 0.00237859 -0.000828938 0.0103015 0.010039 0.00976457 0.0101125 0.00975228 0.00461686 0.000268942 0.010409 0.0180421 0.00373109 0.00989818 0.0078826
internal_weight=0 334 246 2666 2612 2557 2496 2414 274 176 2140 134 181 2006 126
internal_count=3000 334 246 2666 2612 2557 2496 2414 274 176 2140 134 181 2006 126
is_linear=0
shrinkage=0.16829


Tree=4364
num_leaves=25
num_cat=0
split_feature=12 3 43 2 43 16 447 47 52 0 2 3 12 30 43 48 0 3 0 3 2 47 2 3
split_gain=24.9383 9.88854 7.14577 6.43288 3.86966 2.73139 2.0923 1.49039 1.24513 1.16672 1.25993 1.3525 1.02688 0.921627 0.901694 0.555973 0.957167 0.613773 0.49001 0.448149 0.386276 0.341001 0.331974 0.262735
threshold=0.056995000000000011 0.28833000000000003 -0.043004999999999995 0.13501500000000002 -0.097764999999999977 -0.5038649999999999 0.083945000000000006 0.077735000000000012 -0.021309999999999996 -0.083564999999999987 0.10100500000000003 -0.12711499999999995 0.11431500000000001 0.086220000000000019 -0.079824999999999993 0.093225000000000016 0.032970000000000006 -0.096099999999999977 -0.098429999999999976 0.41110500000000005 0.090020000000000017 0.087850000000000025 0.090990000000000015 -0.076189999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -4 9 8 22 10 11 -2 15 14 -6 16 17 -11 -10 -3 21 -13 -7 -22
right_child=3 19 5 -5 13 7 -8 -9 18 12 -12 20 -14 -15 -16 -17 -18 -19 -20 -21 23 -23 -24 -25
leaf_value=0.0016607039836091801 0.0025753490409987541 0.00022973166038805397 0.0012098608433819228 0.0010108277040870592 0.00078264880091697038 0.0021458113337062094 0.0013723869767705442 0.0023094772337767049 0.0012686579556258082 0.0017373414673754132 0.0017074327379218055 0.0021815854834600031 0.0015980351327774202 0.00046824722282485002 0.0013077527226678233 0.0016621751327037817 0.0023381377196329918 0.0020098206263819635 0.0017156777359033279 0.0006345423202507236 0.0018612849741120178 0.0019704874446971644 0.001822296447087163 0.0021573715277213262
leaf_weight=88 77 58 82 71 103 65 53 71 53 105 75 579 79 55 55 54 89 736 56 62 100 102 80 52
leaf_count=88 77 58 82 71 103 65 53 71 53 105 75 579 79 55 55 54 89 736 56 62 100 102 80 52
internal_value=0 0.00131552 0.001464 0.00198871 0.00107821 0.00174923 0.00202174 0.00188521 0.00176647 0.00203852 0.00212079 0.00215482 0.00196226 0.000837386 0.000965661 0.00199147 0.00201055 0.00197584 0.00149864 0.000439177 0.0021159 0.00215002 0.00196756 0.00196281
internal_weight=0 828 708 2172 301 407 2101 325 254 2048 985 910 1063 213 158 984 930 841 109 120 833 681 145 152
internal_count=3000 828 708 2172 301 407 2101 325 254 2048 985 910 1063 213 158 984 930 841 109 120 833 681 145 152
is_linear=0
shrinkage=0.0032998


Tree=4365
num_leaves=35
num_cat=0
split_feature=1 12 2 1 2 52 4 3 3 1 15 15 12 475 3 484 4 1446 14 1 132 3 12 11 4 43 43 4 4 160 2 15 12 151
split_gain=23.9056 7.13306 2.09613 1.99853 1.9462 1.23528 1.34607 1.06205 0.766709 0.668907 0.709667 0.569337 0.52257 0.499443 0.721003 0.435612 0.908024 0.517693 0.404585 0.484391 0.359529 0.330211 0.329065 0.297547 0.578169 0.517948 0.296993 0.267663 0.266976 0.257693 0.237335 0.195623 0.11424 0.0801992
threshold=0.10661000000000002 0.085075000000000026 0.092855000000000007 0.14195000000000002 0.11426500000000002 -0.015539999999999998 -0.10429499999999998 -0.073984999999999981 -0.012814999999999998 0.089370000000000019 -0.085999999999999979 -0.077474999999999988 0.098785000000000012 -0.084924999999999987 -0.079574999999999993 -0.011809999999999999 0.0029800000000000004 0.083735000000000018 -0.41128499999999996 0.11417500000000001 0.090285000000000018 0.095880000000000007 0.083885000000000015 0.08235000000000002 -0.071344999999999992 -0.078409999999999994 0.058415000000000009 -0.0086549999999999978 -0.0058699999999999994 -0.0048599999999999989 0.087035000000000015 -0.067614999999999995 0.087545000000000026 -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=2 3 5 11 12 13 -7 20 15 10 -9 18 -3 -1 28 17 22 -8 -2 -20 23 -21 -17 24 -4 31 29 -13 32 -12 -16 -26 33 -15
right_child=1 4 7 -5 -6 6 8 9 -10 -11 26 27 -14 14 30 16 -18 -19 19 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 -32 -33 -34 -35
leaf_value=0.0012510153157576536 0.00088694251255210139 0.0017644245053558534 0.0018949385725250205 0.00016895938030818197 0.00081435009915446744 0.0022149998786831012 0.0020458120818015171 0.0016894148085102203 0.0020512206101562258 0.0010619440393779594 0.0013918690096714312 0.0010648568623839953 0.0013699026234357354 0.001668349683047082 0.001188334885420317 0.0013999727768937158 0.0012846786875027056 0.001622864565864789 0.00081469751263443292 0.00029225552153254697 0.0013040953935965713 0.00063261384620707248 0.0016733212685742262 0.0013698191202309664 0.0015474088102111513 0.0013482348185178887 0.0014838244842803332 0.00074393094074421285 0.0014318010161090673 0.0010968907808938668 0.0014927754788754981 0.0018308823083959549 0.0015958909750953233 0.0018499864976770758
leaf_weight=80 52 69 70 89 53 52 63 63 55 99 52 61 81 59 65 53 80 66 55 71 59 56 753 58 55 86 60 55 56 92 52 57 84 62
leaf_count=80 52 69 70 89 53 52 63 63 55 99 52 61 81 59 65 53 80 66 55 71 59 56 753 58 55 86 60 55 56 92 52 57 84 62
internal_value=0 0.000847665 0.00156691 0.000610996 0.0013593 0.00163528 0.00169446 0.00142302 0.00166913 0.00129516 0.0013815 0.000723299 0.00155162 0.00149023 0.00154077 0.00164839 0.00162196 0.00182969 0.000629109 0.000555249 0.00154449 0.000442612 0.00165539 0.00158789 0.00163495 0.00154286 0.00128623 0.000912997 0.00163783 0.00120366 0.00132394 0.00169199 0.00169394 0.00176171
internal_weight=0 642 2331 439 203 1580 1122 751 1070 366 267 350 150 458 378 1015 886 129 234 182 385 127 806 326 268 198 204 116 261 144 117 112 205 121
internal_count=2973 642 2331 439 203 1580 1122 751 1070 366 267 350 150 458 378 1015 886 129 234 182 385 127 806 326 268 198 204 116 261 144 117 112 205 121
is_linear=0
shrinkage=0.0032998


Tree=4366
num_leaves=30
num_cat=0
split_feature=12 3 43 12 43 15 12 14 0 15 43 3 0 16 43 49 3 16 15 43 12 1446 159 16 15 16 133 15 3
split_gain=30.435 12.2669 5.97559 5.70197 3.67415 3.45966 2.83649 2.199 2.79925 1.44613 1.41803 2.1631 1.08294 1.02005 0.986926 1.28247 0.970254 1.13219 0.728081 0.657189 0.834858 0.509199 0.369215 0.471354 0.360228 0.561533 0.350029 0.349647 0.109699
threshold=0.056995000000000011 0.28833000000000003 -0.031974999999999996 0.13642500000000005 -0.097764999999999977 -0.0025249999999999995 0.094435000000000005 0.076450000000000004 -0.11991499999999998 -0.17840999999999999 0.0055950000000000001 0.093925000000000022 -0.10998999999999999 0.08215500000000002 -0.078169999999999976 -0.006494999999999999 -0.11372999999999998 0.0030150000000000008 -1.0000000180025095e-35 -0.036849999999999994 0.091545000000000015 0.037915000000000011 -0.023859999999999996 -0.085454999999999989 -0.042209999999999991 -0.08070999999999999 0.058050000000000011 -0.13513499999999998 -0.078644999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 10 7 8 -2 -8 11 -4 -3 -7 15 -6 -11 24 26 20 21 -10 -21 -24 -18 -26 -19 -13 -22
right_child=3 12 5 -5 14 13 9 -9 19 16 -12 27 -14 -15 -16 -17 17 18 -20 22 28 -23 23 -25 25 -27 -28 -29 -30
leaf_value=0.0016757436746187169 0.0013555881257459742 0.00060411840508279994 0.0019976577611425729 0.0010509812783783784 0.0010542230809345557 0.0025115311288073988 0.0013496569145891538 0.0027944923091945567 0.0020805007686033163 0.0022188745761753483 0.0010255764735202445 0.0015315877238031086 -8.373017135550658e-06 0.0018854586829300075 0.0011888654819822509 0.00042982671632228118 0.0018055289040415086 0.0019417773524282736 0.0013583692681091283 0.0024798359757816405 0.0019131712717251729 0.002359439163171888 0.0022862423742012871 0.0020909772373346762 0.002291754659362349 0.0019314806645167623 0.0015836814584536997 0.0011653713038233284 0.0017183006373351097
leaf_weight=83 53 67 95 65 64 56 55 52 491 95 54 52 59 59 67 82 98 75 63 53 106 86 270 285 72 146 52 66 52
leaf_count=83 53 67 95 65 64 56 55 52 491 95 54 52 59 59 67 82 98 75 63 53 106 86 270 285 72 146 52 66 52
internal_value=0 0.00126288 0.00143861 0.00201468 0.00108636 0.00171147 0.00204443 0.00212615 0.00210123 0.00186399 0.00150495 0.00162631 0.000317037 0.00219064 0.000856528 0.000703776 0.001911 0.00185313 0.0016507 0.00213063 0.00206353 0.00212214 0.0022117 0.00218603 0.00197473 0.00205063 0.00179543 0.00132705 0.00184926
internal_weight=0 804 678 2169 296 382 2104 1448 1396 656 267 213 126 115 213 146 601 506 190 1343 735 577 608 555 316 218 127 118 158
internal_count=2973 804 678 2169 296 382 2104 1448 1396 656 267 213 126 115 213 146 601 506 190 1343 735 577 608 555 316 218 127 118 158
is_linear=0
shrinkage=0.0032998


Tree=4367
num_leaves=31
num_cat=0
split_feature=3 3 2 2 30 14 12 376 2 0 12 3 12 0 52 16 475 42 16 2 42 12 3 0 16 12 13 0 16 0
split_gain=18.6737 7.91682 3.11751 2.98196 3.53748 2.16335 1.83055 1.45136 1.40438 1.80105 0.913999 0.990402 0.880202 0.871338 0.868039 0.686003 0.637496 0.572387 0.522582 0.494422 0.454805 0.359118 0.607081 0.526582 0.325971 0.231028 0.191458 0.239337 0.259966 0.149711
threshold=-0.051469999999999995 0.28833000000000003 0.097005000000000022 0.11891500000000001 0.086220000000000019 0.05884000000000001 0.086385000000000003 0.08400500000000001 0.092250000000000013 -0.14680499999999999 -0.081654999999999991 0.085880000000000012 0.098595000000000016 -0.10998999999999999 -0.014264999999999998 0.16094000000000003 -0.087994999999999976 0.095525000000000013 -0.084064999999999987 0.088555000000000009 0.097255000000000022 0.083945000000000006 -0.09738999999999999 -0.085784999999999986 -0.0050499999999999989 0.088535000000000016 -0.079199999999999979 -0.060094999999999989 0.0030150000000000008 -0.063204999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 7 12 -4 8 14 -10 -5 -12 16 -3 -2 -11 -1 26 -14 21 25 23 -23 -18 -20 -21 -8 28 -28 -19
right_child=1 13 6 10 -6 -7 17 -9 9 15 11 -13 18 -15 -16 -17 19 29 24 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0013001526120305579 0.0014124715463948456 0.00050937588669615558 0.000827398319601783 0.0011065085386848408 0.00051070604742459158 0.0022287904591883037 0.0016954070261486671 0.00088059894891869331 0.00092497550531144782 0.0017504452752672398 0.00026590733292082477 0.00088615061347810452 0.0011359315312987376 -3.201296792852286e-05 0.0018692238050481784 0.001243339559743935 0.001733405122305651 0.0013460062881021848 0.0017102055558580313 0.001414656643475779 0.0018535699886817021 0.0020793715915528202 0.0017149653738027708 0.0012932886176410265 0.0013623859989719885 0.0015998085452134415 0.0015058472131924865 0.0016128718251430306 0.0012232707677526787 0.001107472799468978
leaf_weight=52 87 70 62 58 59 70 55 58 97 68 53 60 53 60 97 52 70 72 59 132 54 54 830 53 62 182 92 89 61 52
leaf_count=52 87 70 62 58 59 70 55 58 97 68 53 60 53 60 97 52 70 72 59 132 54 54 830 53 62 182 92 89 61 52
internal_value=0 0.00100648 0.001592 0.00114742 0.00127225 0.00165959 0.0013581 0.00137006 0.00144077 0.00126026 0.000769065 0.000595552 0.00163468 0.000259233 0.00165345 0.00153099 0.00166183 0.00143617 0.00141175 0.00167549 0.00157082 0.0017137 0.00173727 0.00154405 0.00153228 0.00152209 0.00151534 0.00147427 0.00139342 0.00124626
internal_weight=0 819 2154 689 518 1671 483 459 401 217 171 113 1601 130 184 120 1427 421 174 1375 368 1007 884 123 121 314 297 242 153 124
internal_count=2973 819 2154 689 518 1671 483 459 401 217 171 113 1601 130 184 120 1427 421 174 1375 368 1007 884 123 121 314 297 242 153 124
is_linear=0
shrinkage=0.0032998


Tree=4368
num_leaves=20
num_cat=0
split_feature=3 39 2 12 14 12 147 0 12 11 16 2 2 2 0 0 16 52 16
split_gain=24.4785 13.2658 6.56243 3.6222 2.41074 2.30346 1.72694 1.66344 1.33542 1.51677 1.21308 1.08833 1.05982 1.36857 1.34085 0.855553 0.638604 0.746276 0.405669
threshold=0.28833000000000003 0.08252000000000001 0.10859000000000001 0.085465000000000013 0.05884000000000001 -0.098524999999999988 0.089430000000000023 -0.10998999999999999 0.098595000000000016 0.077600000000000016 -0.07027499999999999 0.088555000000000009 0.13270000000000001 -1.0000000180025095e-35 -0.11825999999999999 -0.068189999999999987 0.39813000000000004 0.042815000000000006 -0.087589999999999987
decision_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 6 -3 8 -2 9 11 -4 -1 13 -7 -15 18 17 -5 -10
right_child=7 5 3 16 -6 12 -8 -9 15 -11 -12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0018271740707206407 0.0004875261332942533 0.0015598017448372637 0.0011129103974330322 0.0010948768502358668 0.0022774771103924131 0.00068184517192083948 0.0011515680834149949 -0.00026102035737890359 0.0014235252191940244 0.0022818234382082892 0.00046806837239627769 0.0016475461095464543 0.00051428263576556706 0.00084390705725895471 0.0015757941654735673 0.0012464198983936307 0.0017276469325689546 0.0015819844047232393 0.0017597494302995663
leaf_weight=1089 70 63 76 59 94 91 54 60 58 65 55 563 72 52 58 80 100 84 130
leaf_count=1089 70 63 76 59 94 91 54 60 58 65 55 563 72 52 58 80 100 84 130
internal_value=0 0.00160633 0.00168887 0.00128533 0.00175961 0.000990369 0.00173571 0.000141772 0.00175159 0.00178553 0.000842444 0.00176598 0.000858832 0.000982078 0.00123013 0.00153401 0.00152395 0.00138126 0.00165621
internal_weight=0 2843 2507 374 2133 336 2039 130 1985 1717 131 1652 273 201 110 268 243 143 188
internal_count=2973 2843 2507 374 2133 336 2039 130 1985 1717 131 1652 273 201 110 268 243 143 188
is_linear=0
shrinkage=0.0032998


Tree=4369
num_leaves=17
num_cat=0
split_feature=3 15 3 13 0 0 3 13 51 151 3 16 3 3 13 51
split_gain=1.71 0.673313 0.664495 0.658656 0.956518 0.519799 0.455398 0.779201 0.477792 0.470288 0.556281 0.447276 0.356986 0.353206 0.443869 0.124543
threshold=0.28833000000000003 -0.38214499999999996 -0.14186499999999996 0.060680000000000005 -0.15029999999999996 -0.10998999999999999 -0.092509999999999995 -0.0096349999999999977 0.14560000000000003 0.085710000000000022 0.11995000000000001 -0.42170999999999997 0.092005000000000017 -0.09738999999999999 0.23904000000000003 -0.055414999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 -3 -2 7 -4 9 10 12 -1 -8 14 -9 -5
right_child=5 2 6 15 -6 -7 8 13 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.014458059363390358 0.0047981543235876296 0.016818469377011154 -0.0056446796237971577 0.008878660271951385 0.048036508220599593 -0.016535005095699121 0.016313071989972113 0.027252874170026972 0.0023209186816876585 0.0014951360896384093 0.031281788591643822 -0.0027893699492906069 0.0062439390257142072 0.0036971435702390734 0.0070198795025900205 0.020260952871836442
leaf_weight=74 70 53 82 52 59 60 1858 76 77 63 68 100 106 64 52 59
leaf_count=74 70 53 82 52 59 60 1858 76 77 63 68 100 106 64 52 59
internal_value=0 0.0146933 0.0153549 0.0241615 0.0332797 -0.0050341 0.0145513 0.00807227 0.0153678 0.0158464 0.0162905 0.00453542 0.0157705 0.0139399 0.0190473 0.0149449
internal_weight=0 2843 2669 223 112 130 2446 274 2172 2095 2032 174 1964 192 128 111
internal_count=2973 2843 2669 223 112 130 2446 274 2172 2095 2032 174 1964 192 128 111
is_linear=0
shrinkage=0.16829


Tree=4370
num_leaves=25
num_cat=0
split_feature=3 4 1 49 3 48 48 3 3 1208 15 150 49 43 1 39 1212 3 150 51 4 15 159 1
split_gain=1.40523 0.829957 0.540255 0.65164 0.526699 0.590284 0.594024 0.901728 0.518906 0.482664 0.459057 0.372042 0.798894 0.364187 0.35082 0.319378 0.305604 0.281179 0.228659 0.190788 0.19059 0.192471 0.162412 0.145446
threshold=0.28833000000000003 -0.014454999999999997 0.10075500000000003 -0.067844999999999989 0.08796000000000001 0.093225000000000016 0.0036150000000000006 -0.026279999999999998 -0.010434999999999998 1.0000000180025095e-35 -0.0062949999999999994 0.089810000000000015 -0.070754999999999985 -0.013164999999999998 1.0000000180025095e-35 0.086750000000000008 0.097595000000000015 0.41110500000000005 0.075065000000000007 0.043405000000000006 0.41377500000000006 -0.069034999999999985 0.079715000000000022 0.11477000000000001
decision_type=2 2 2 2 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 -4 5 6 7 9 15 16 11 18 -13 -10 -12 20 -1 -2 19 22 21 -5 -3 -15
right_child=17 2 3 8 -6 -7 -8 -9 13 -11 14 12 -14 23 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.013298952810969831 -0.013968629038527639 0.007189485962362378 -0.012700543607815588 0.019779406316872302 0.026697580840969917 -0.0017893298206993747 0.032389992826092624 -0.005440157598448318 -0.01020643867447734 0.029167283865155578 0.011831904953558341 0.017285579371237935 -0.010249137513791477 -0.00040950555764031967 0.030834653929265085 0.023059100931869889 0.022095181860481039 0.001909638086154454 0.021469445644810067 0.017514808810155331 0.00061531707006287379 0.0054447532245598994 0.01422852807026867 0.012145267414109371
leaf_weight=1052 63 333 56 53 99 64 52 64 65 65 54 52 70 52 57 56 126 63 61 94 59 54 130 52
leaf_count=1052 63 333 56 53 99 64 52 64 65 65 54 52 70 52 57 56 126 63 61 94 59 54 130 52
internal_value=0 0.0121405 0.00901069 0.00426699 0.0148085 0.0139802 0.0147241 0.0140199 0.00670172 0.0150233 0.0115003 0.00998194 0.00147225 -0.00031455 0.0216063 0.012051 0.0142413 -0.00601524 0.0116589 0.0105813 0.00832664 0.0125619 0.00916977 0.00585061
internal_weight=0 2820 1298 447 1522 1423 1359 1307 391 1243 851 740 122 169 111 222 1178 126 618 557 166 107 463 104
internal_count=2946 2820 1298 447 1522 1423 1359 1307 391 1243 851 740 122 169 111 222 1178 126 618 557 166 107 463 104
is_linear=0
shrinkage=0.16829


Tree=4371
num_leaves=23
num_cat=0
split_feature=2 0 0 12 0 1452 9 0 4 3 4 3 3 150 12 0 402 43 12 2 3 3
split_gain=1.40697 0.850461 0.641014 0.84242 0.603093 0.580313 0.535237 0.483244 0.445471 0.429234 0.428532 0.520491 0.713311 0.501715 0.4613 0.391059 0.529807 0.542805 0.354584 0.262408 0.145434 0.0848234
threshold=0.10656 0.12321500000000001 -0.13843999999999998 -0.087384999999999977 0.13304000000000002 0.087675000000000017 -1.0000000180025095e-35 -0.076914999999999997 0.50291500000000011 0.13772500000000001 -0.076329999999999995 0.088880000000000015 -0.062694999999999987 -0.029954999999999999 -0.010419999999999997 -0.087359999999999979 0.09253500000000002 -0.15961499999999998 0.089035000000000017 0.084685000000000024 -0.080349999999999991 0.10402500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 9 -4 5 6 -1 -5 18 21 15 12 13 -12 -14 19 17 -17 -9 -8 -20 -2
right_child=1 -3 3 7 -6 -7 10 8 -10 -11 11 -13 14 -15 -16 16 -18 -19 20 -21 -22 -23
leaf_value=-0.0022912494991666286 -0.0028070253232207556 -0.017075477951421569 0.026184369109060517 -0.0080938678926612568 0.029178718333629221 0.025084881810337908 0.016053756435790559 0.0011669964428276641 -0.0055519337839859692 -0.015833917963775989 0.023615811701590682 -0.0035559642799785083 0.011814303530899418 0.007191647139241311 0.028341776059435615 -0.0049611020355247492 0.023835012466698412 0.012070117237751827 0.021959597352368625 0.030434085795804387 0.011509278070955271 0.0067454997973949568
leaf_weight=89 52 57 61 67 53 80 92 75 58 60 56 86 106 919 88 59 96 509 58 60 112 53
leaf_count=89 52 57 61 67 53 80 92 75 58 60 56 86 106 919 88 59 96 509 58 60 112 53
internal_value=0 0.00255678 0.00443738 0.00785374 0.0114149 0.0109938 0.0104711 0.00482681 0.00768979 -0.00447569 0.0110204 0.00906437 0.00999435 0.00813683 0.0193206 0.0140266 0.0122577 0.0102979 0.0108319 0.021742 0.0150852 0.00199762
internal_weight=0 653 596 431 2293 2240 2160 370 303 165 2071 1255 1169 975 194 816 664 568 245 152 170 105
internal_count=2946 653 596 431 2293 2240 2160 370 303 165 2071 1255 1169 975 194 816 664 568 245 152 170 105
is_linear=0
shrinkage=0.16829


Tree=4372
num_leaves=25
num_cat=0
split_feature=4 3 40 2 2 0 15 12 0 4 52 3 12 4 10 4 15 16 159 3 16 42 0 160
split_gain=23.6877 9.10298 3.4684 2.7452 2.40619 1.35624 0.883254 1.51574 1.23336 0.943326 1.11555 0.812833 0.831376 1.02187 0.795049 0.716834 0.673344 0.638206 0.623494 0.99322 0.368237 0.310047 0.420352 0.260566
threshold=0.31392000000000003 0.28833000000000003 -0.077194999999999986 0.14073000000000005 0.097180000000000016 -0.12851999999999997 1.0000000180025095e-35 0.081685000000000021 -0.07385499999999999 -0.16523499999999997 -0.10201499999999998 -0.15755 0.09253500000000002 0.049545000000000006 -1.0000000180025095e-35 -0.10023999999999998 -0.076194999999999999 -0.074254999999999988 -0.020314999999999996 0.085090000000000013 0.052150000000000009 0.086510000000000017 -0.13843999999999998 -0.084454999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 17 6 -6 8 -8 18 -10 -11 -7 13 -13 -1 -9 -14 21 23 -20 -17 22 -2 -4
right_child=3 -3 4 -5 5 11 7 15 9 10 -12 12 16 -15 -16 20 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.00085604281868029467 0.00085327349462170166 0.00039314778919470302 0.0018197976326289609 0.00016913690274851132 0.0010913559527613366 0.0012455397281524326 0.0023677906134838725 0.0021660396613531938 0.0017741075966429976 0.0015653708653910784 0.00088580262337188806 0.0020190309638450699 0.0017796509529237278 0.0014767514920273912 0.0013570808054359637 0.0017857888821894139 0.0014035432779461788 0.0011844294161924411 0.0017318410622125355 0.0012681771008697033 0.001502063231173964 0.00095792479698490469 0.00045788263883239974 0.0021237342364177525
leaf_weight=54 64 63 82 84 75 73 53 53 53 54 52 100 73 62 98 775 188 53 554 56 55 64 55 53
leaf_count=54 64 63 82 84 75 73 53 53 53 54 52 100 73 62 98 775 188 53 554 56 55 64 55 53
internal_value=0 0.00163306 0.00166353 0.000681948 0.00169404 0.00150647 0.00175223 0.00182372 0.00167817 0.00141314 0.00123233 0.00156917 0.00162494 0.00181171 0.00117931 0.00179102 0.00150887 0.000864325 0.00173469 0.00168933 0.00176703 0.000771425 0.000670826 0.00193938
internal_weight=0 2626 2563 320 2411 571 1840 936 904 159 106 496 423 162 152 883 261 236 745 610 830 183 119 135
internal_count=2946 2626 2563 320 2411 571 1840 936 904 159 106 496 423 162 152 883 261 236 745 610 830 183 119 135
is_linear=0
shrinkage=0.0032998


Tree=4373
num_leaves=33
num_cat=0
split_feature=1 3 2 1 2 156 1 2 2 48 12 2 14 15 15 16 155 16 48 2 12 2 12 12 15 3 1 133 1 51 48 50
split_gain=48.2995 11.0696 3.09722 2.91249 2.75585 1.58609 1.28892 1.16893 1.15631 1.0998 1.66609 1.00081 0.946526 0.774775 0.713548 1.03682 0.666915 0.556931 0.528414 0.48587 0.427704 0.407186 0.420393 0.418516 0.325761 0.320557 0.28207 0.258842 0.224799 0.18903 0.215527 0.0973775
threshold=0.10442000000000001 -0.053364999999999996 0.11426500000000002 0.14787500000000001 0.097005000000000022 0.081990000000000021 0.089245000000000005 0.14132000000000003 -1.0000000180025095e-35 0.082425000000000012 0.091445000000000012 -0.0050599999999999994 0.078495000000000023 -0.077474999999999988 -0.011749999999999998 0.073820000000000011 0.084710000000000021 0.0044600000000000013 0.088875000000000023 0.088555000000000009 0.089275000000000007 0.10656 0.096425000000000025 0.089085000000000011 0.088805000000000009 -0.072649999999999978 0.11584000000000001 0.048535000000000002 0.091485000000000025 -0.085154999999999995 0.087435000000000013 0.092370000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 6 9 12 8 -3 21 -11 -8 14 18 20 17 26 19 -10 -16 29 22 -6 -23 28 -25 -2 -22 -13 -1 -31 -26
right_child=1 3 -4 -5 5 -7 11 -9 13 10 -12 24 -14 -15 15 -17 -18 -19 -20 -21 27 23 -24 25 31 -27 -28 -29 -30 30 -32 -33
leaf_value=0.0012912482220218382 0.0012205272734148213 -4.5981041702130782e-05 0.0003864627244215204 -0.00056333848398864423 0.0014914138201277793 0.0016265715013723944 0.00088125911938035902 -0.00018381245408045972 0.00043658904060570655 0.00042154999713955036 0.0012425742224086577 0.0010776257444584816 0.0019109565423213739 0.00064931864555479708 0.0015929771284252884 0.001934909105163264 0.0015073489374483242 0.0011897006073341508 -6.0625815253767653e-06 0.0013983382091343676 0.0010598200956132974 0.00085848044463200819 0.0011338429927745851 0.0013612396829581308 0.0015524457490444414 0.0010425528177354004 0.0008980200057828201 0.0013823238418648606 0.0013576174048084968 0.0015500814398831711 0.0013448704247362791 0.0013791663482660818
leaf_weight=69 61 81 73 65 89 81 55 71 67 54 54 53 64 90 553 72 53 53 52 192 59 52 62 73 84 68 60 53 83 195 83 72
leaf_count=69 61 81 73 65 89 81 55 71 67 54 54 53 64 90 553 72 53 53 52 192 59 52 62 73 84 68 60 53 83 195 83 72
internal_value=0 0.000401861 0.000957653 7.95236e-05 0.00140833 0.00120038 0.00147202 0.000195372 0.000288328 0.00112392 0.000832388 0.00129139 0.00151699 0.000418062 0.00149799 0.00155387 0.00119709 0.00151945 0.000242865 0.00154286 0.00139198 0.00121535 0.00134483 0.00111386 0.00136852 0.0012078 0.0010609 0.00121275 0.00124876 0.00144973 0.00148894 0.0014727
internal_weight=0 673 247 426 2273 533 1740 361 290 452 108 347 1393 209 1329 870 174 798 119 745 459 344 151 193 292 141 121 112 136 347 278 156
internal_count=2946 673 247 426 2273 533 1740 361 290 452 108 347 1393 209 1329 870 174 798 119 745 459 344 151 193 292 141 121 112 136 347 278 156
is_linear=0
shrinkage=0.0032998


Tree=4374
num_leaves=22
num_cat=0
split_feature=1 12 1 123 4 4 13 13 12 4 12 15 4 0 51 4 15 457 15 0 15
split_gain=47.5748 7.55563 6.4753 3.26903 2.67877 2.47609 1.80241 1.72701 1.56864 1.56218 1.26071 1.00071 1.17446 1.56427 0.865201 0.894887 0.807205 0.691747 0.668324 0.611157 0.270719
threshold=0.10398500000000001 0.085075000000000026 0.12988000000000002 1.0000000180025095e-35 0.046185000000000004 0.51292000000000015 -0.0042049999999999995 -0.14847499999999997 0.11582000000000002 0.046185000000000004 -0.089399999999999993 -0.021954999999999999 -0.50139499999999992 -0.060094999999999989 -0.030299999999999997 0.23355000000000001 -0.037394999999999991 0.081330000000000013 -0.079149999999999984 -0.10185499999999999 -0.086319999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 9 4 7 6 10 -1 11 -3 -2 17 -13 -14 -6 19 -8 18 -9 -16 -12
right_child=1 2 -4 -5 14 -7 16 8 -10 -11 20 12 13 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=0.0026312382438065081 0.0010851599793447958 0.0020652325565647302 0.00051788920403783654 0.0014159621150695535 0.001438875969576824 0.00031681831657491305 0.0013365607471054995 0.0020866997873631977 0.0015465721534972119 0.0014532985610434482 0.00065969735200577793 0.00255469647345483 0.0021427149688409753 0.0016387685796820401 0.0022942555181150182 0.0015481406901918619 0.00084586836460979835 0.0016159243044977648 0.0017991644238092984 0.0018342470561777246 0.00034653110535998302
leaf_weight=62 56 102 57 95 76 103 101 318 61 83 55 70 1121 72 52 70 58 57 125 84 68
leaf_count=62 56 102 57 95 76 103 101 318 61 83 55 70 1121 72 52 70 58 57 125 84 68
internal_value=0 0.00102252 0.00149119 0.0020163 0.00204259 0.000765256 0.000901806 0.00208754 0.00206904 0.00179088 0.000674228 0.0020871 0.00213688 0.00211233 0.00174187 0.00185349 0.00115779 0.00196129 0.00200565 0.00201039 0.000486851
internal_weight=0 683 242 2263 2168 441 338 1886 1824 185 179 1763 1263 1193 282 206 159 500 443 136 123
internal_count=2946 683 242 2263 2168 441 338 1886 1824 185 179 1763 1263 1193 282 206 159 500 443 136 123
is_linear=0
shrinkage=0.0032998


Tree=4375
num_leaves=31
num_cat=0
split_feature=3 2 12 3 2 12 15 2 0 49 15 11 52 52 3 15 0 133 52 2 0 0 1446 2 51 52 52 0 52 52
split_gain=24.497 9.09913 5.37748 5.12794 4.37014 2.25391 2.2226 2.06903 1.98794 1.41124 1.33246 1.20688 1.18126 2.607 1.55334 1.14643 1.19702 0.951541 0.724047 0.714978 0.71477 0.588905 0.429731 0.402115 0.336027 0.355061 0.244083 0.194925 0.156261 0.070024
threshold=-0.063264999999999988 0.13388500000000003 -0.0089849999999999982 0.11878500000000002 0.097005000000000022 0.085945000000000008 -0.26547499999999996 0.16730000000000003 -0.076384999999999995 0.047620000000000003 -0.033234999999999994 0.07585500000000002 0.029970000000000007 -0.51296999999999993 -0.097199999999999995 0.079600000000000018 -0.22480499999999998 0.084735000000000019 -0.011964999999999998 0.090020000000000017 -0.074504999999999988 -0.071749999999999994 0.088585000000000011 0.084360000000000004 0.08845500000000002 0.11330000000000001 0.14873500000000003 -0.092344999999999983 0.10178500000000001 -0.046194999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 9 8 -6 -2 20 11 15 -10 19 13 -7 -15 16 -4 18 -8 22 -3 -12 24 -23 25 -1 -14 -21 29 -29
right_child=1 7 3 -5 5 12 17 -9 10 -11 21 -13 26 14 -16 -17 -18 -19 -20 27 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0022693965838685892 0.00083111143235552285 0.00077216933642778457 0.0014959603981397932 0.0012444133106289249 0.0012211079754729933 0.0021996087784413362 0.0013679703511531758 0.00034962670559262856 0.0016025001313920955 0.0025838812526124103 0.0018826049173572708 0.0026484250197913923 0.0022855436684450958 0.0010476087801198992 0.0017548257613057316 0.0024257431760059123 0.0020821712108024981 0.0011697769349060412 0.0018436097388727828 0.0018676477749062365 0.00128382917778098 0.0020661038285891406 0.0025222278684878096 0.0024637581952298756 0.001989754145712811 0.0020036763674803706 0.0020003071346393377 0.0020854391238848821 0.0019473743971460365 0.002268773516603506
leaf_weight=870 81 52 61 98 60 94 64 68 89 58 88 76 75 54 92 53 103 75 79 55 71 64 63 52 59 61 64 55 52 54
leaf_count=870 81 52 61 98 60 94 64 68 89 58 88 76 75 54 92 53 103 75 79 55 71 64 63 52 59 61 64 55 52 54
internal_value=0 0.00144822 0.00162891 0.00189341 0.00210983 0.00181698 0.00129884 0.000812302 0.0021883 0.00212455 0.0019411 0.00224212 0.00191123 0.0017702 0.00149349 0.00200162 0.00186434 0.00147247 0.00163098 0.00221776 0.0010678 0.00208866 0.00225356 0.00224467 0.00223643 0.00225202 0.00215447 0.00204307 0.00210278 0.00217659
internal_weight=0 863 672 373 2077 439 299 191 1638 275 293 1345 379 240 146 217 164 218 143 1269 123 204 1053 116 990 931 139 216 161 109
internal_count=2940 863 672 373 2077 439 299 191 1638 275 293 1345 379 240 146 217 164 218 143 1269 123 204 1053 116 990 931 139 216 161 109
is_linear=0
shrinkage=0.0032998


Tree=4376
num_leaves=22
num_cat=0
split_feature=1 12 123 16 4 11 4 0 12 484 1447 12 4 376 1375 16 1375 42 1 51 159
split_gain=1.44626 1.05698 0.579772 0.430429 0.481686 0.402969 0.392804 0.741177 0.461691 0.454409 0.408071 0.346686 0.745219 0.32182 0.313968 0.312624 0.281495 0.211086 0.21209 0.157033 0.0250932
threshold=0.14195000000000002 -0.038859999999999992 1.0000000180025095e-35 -0.4193599999999999 0.016670000000000001 0.093525000000000011 -0.082199999999999981 -0.085994999999999974 0.086365000000000011 0.064395000000000022 -0.050039999999999994 0.078120000000000009 -0.0060699999999999999 0.084155000000000021 -0.084629999999999997 -0.028104999999999995 1.0000000180025095e-35 0.087885000000000019 0.078705000000000011 -0.0047749999999999989 -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
left_child=2 -2 5 -4 13 6 7 8 -1 17 19 12 -12 -5 -13 -14 -16 18 -9 -8 -21
right_child=1 -3 3 4 -6 -7 10 9 -10 -11 11 14 15 -15 16 -17 -18 -19 -20 20 -22
leaf_value=0.035574669917808104 0.0085251146916666305 -0.023915854875313104 0.016314161819043858 -0.002373581696045908 -0.012997774059263653 0.00077143425118007607 0.013172610328598646 0.01110278566245073 0.016948798013000411 -3.3592878569580054e-06 -0.009301228534386214 0.025483386082205892 0.013841895801822039 0.015745519465739464 0.011566159159598473 0.00058767043352864548 0.021242969067951374 0.025414833791281434 0.019374478408211611 0.026554098793471863 0.021162717381761481
leaf_weight=86 60 54 62 58 55 72 59 225 68 58 66 53 207 53 1232 67 92 57 146 58 52
leaf_count=86 60 54 62 58 55 72 59 225 68 58 66 53 207 53 1232 67 92 57 146 58 52
internal_value=0 -0.0068259 0.0124979 0.00434934 -0.000108631 0.0132123 0.0135662 0.0171759 0.0273619 0.0139445 0.0123403 0.0115612 0.00673754 0.0062617 0.012751 0.0106075 0.0122399 0.0158389 0.0143628 0.0202448 0.0240218
internal_weight=0 114 2826 228 166 2598 2526 640 154 486 1886 1717 340 111 1377 274 1324 428 371 169 110
internal_count=2940 114 2826 228 166 2598 2526 640 154 486 1886 1717 340 111 1377 274 1324 428 371 169 110
is_linear=0
shrinkage=0.16829


Tree=4377
num_leaves=18
num_cat=0
split_feature=2 15 15 16 403 2 11 13 15 3 49 150 3 160 48 1210 52
split_gain=0.628482 1.07287 0.566872 0.765216 0.431132 0.278211 0.575194 0.442048 0.480837 0.526779 0.431255 0.434724 0.306539 0.248838 0.225569 0.222796 0.134641
threshold=0.13501500000000002 -0.032144999999999993 -0.38214499999999996 -0.42170999999999997 -0.5407249999999999 0.092320000000000013 1.0000000180025095e-35 0.10077500000000002 0.043560000000000008 -0.097574999999999981 -0.10705999999999997 0.10871000000000001 -0.07908999999999998 -0.082339999999999983 0.08956500000000002 -0.087769999999999973 0.10400000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 3 -1 -4 6 10 8 9 -7 -6 15 -10 -11 -2 -12 -14
right_child=1 -3 4 -5 5 7 -8 -9 12 13 11 -13 16 -15 -16 -17 -18
leaf_value=0.010415384168156598 0.013152562374997045 -0.017626554953040274 0.023211215118365429 -0.015436986772078155 -0.003859351525113278 -0.0039477786542323565 0.025496839553105829 -0.0029131135567634198 0.027648216614859885 0.017876569199399173 0.00041016372170447104 0.026698473742245689 0.01841733280020668 0.0076487198118869466 2.0408427473863288e-07 0.011559242366788281 0.0075249058065438882
leaf_weight=79 103 62 80 55 52 101 84 91 54 82 53 53 60 388 58 1414 71
leaf_count=79 103 62 80 55 52 101 84 91 54 82 53 53 60 388 58 1414 71
internal_value=0 0.00117435 0.010477 -0.000182256 0.0110307 0.0106407 0.0119119 0.00815309 0.00948751 0.0070663 0.0111849 0.0117007 0.0169508 0.00943698 0.0084256 0.0111577 0.0125275
internal_weight=0 223 2717 134 2583 2503 1656 847 756 571 1572 1520 185 470 161 1467 131
internal_count=2940 223 2717 134 2583 2503 1656 847 756 571 1572 1520 185 470 161 1467 131
is_linear=0
shrinkage=0.16829


Tree=4378
num_leaves=34
num_cat=0
split_feature=1 3 2 0 12 43 2 2 1 12 2 43 4 12 48 2 12 3 4 16 1213 13 4 43 1 43 16 0 1 133 0 42 12
split_gain=34.6435 5.40215 4.10227 2.90954 1.98935 1.93121 1.49733 1.51243 1.43086 1.4175 1.01226 1.01221 0.966262 0.854863 1.32957 0.680064 0.640842 0.542933 0.510127 0.496517 0.452876 0.445275 0.408758 0.407452 0.378634 0.330861 0.325893 0.300238 0.539229 0.292858 0.236507 0.200974 0.152234
threshold=0.10921500000000002 -0.049204999999999992 0.098655000000000007 -0.041534999999999996 0.086085000000000009 -0.08076499999999999 0.14132000000000003 -1.0000000180025095e-35 0.090820000000000012 0.11819000000000002 -0.012574999999999998 -0.077704999999999982 -0.084384999999999988 1.0000000180025095e-35 0.082705000000000015 0.08895500000000002 0.085685000000000025 -0.074479999999999977 0.40736500000000003 0.0077850000000000011 -0.086579999999999976 -0.0019149999999999998 -0.068809999999999996 -0.078409999999999994 0.10075500000000003 -0.12118 -0.069994999999999988 -0.09194999999999999 0.093505000000000019 0.047685000000000005 -0.076734999999999984 0.094350000000000003 0.088105000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 19 11 -3 7 -7 12 22 -10 -4 16 14 -14 20 21 29 -9 -2 -15 -1 -6 -24 -13 -18 -22 -12 -29 -17 -30 -25 -27
right_child=1 5 4 -5 9 6 -8 18 10 -11 27 24 13 15 -16 17 25 -19 -20 -21 26 -23 23 31 -26 32 -28 28 30 -31 -32 -33 -34
leaf_value=0.0015059969070654949 0.0013344563261944926 -0.00037050425398654324 0.00034844829291169691 0.00019909064273430831 0.0014166105757391144 -0.00010532732742917281 -0.00015960540980952638 0.00069999717132959195 0.00068209479622905443 0.00065600107137526336 0.00096140153357760231 0.0010282108003067439 0.00063368689896858572 0.0011686201317161172 0.0013714554326837538 0.0010302709732555751 0.0012121989495428585 0.0014839761127009201 0.00028791211550639766 0.00088759260545752774 0.0015045437532942008 0.0018658020224811911 0.0013058100243713831 0.00089644707782802623 0.00066375645290381844 0.0013758556341234274 0.0013474377426876672 0.0010010620343041312 0.0015473448379359264 0.0012388746490902937 0.0012489768190734852 0.0011586360469451865 0.0016031343675938438
leaf_weight=98 53 83 60 60 80 54 86 87 54 60 53 72 52 92 55 129 88 66 53 57 274 63 95 70 56 79 321 65 52 180 71 62 60
leaf_count=98 53 83 60 60 80 54 86 87 54 60 53 72 52 92 55 129 88 66 53 57 274 63 95 70 56 79 321 65 52 180 71 62 60
internal_value=0 0.000298861 0.00122871 0.000784323 0.000979608 7.14134e-05 0.000202536 0.000363255 0.00130334 0.00112117 0.00109199 0.000703079 0.00134337 0.00129577 0.00101324 0.00132421 0.00148667 0.00121044 0.000544245 0.00110322 0.00138625 0.00164701 0.00121196 0.00113969 0.000869037 0.0013728 0.00141984 0.00118369 0.00124616 0.0011519 0.0013754 0.00101986 0.00147422
internal_weight=0 533 2407 170 555 363 280 194 1852 367 295 188 1557 1169 107 1062 388 375 140 110 687 161 307 227 128 227 595 241 188 309 123 132 139
internal_count=2940 533 2407 170 555 363 280 194 1852 367 295 188 1557 1169 107 1062 388 375 140 110 687 161 307 227 128 227 595 241 188 309 123 132 139
is_linear=0
shrinkage=0.0032998


Tree=4379
num_leaves=22
num_cat=0
split_feature=1 4 1 39 123 4 49 4 16 1 39 14 51 457 50 50 4 51 4 16 4
split_gain=27.4807 4.09691 3.55427 2.54733 1.51361 1.38474 1.12454 1.01199 0.936573 0.924087 0.831924 0.777344 0.989875 0.661096 0.50557 0.740019 0.435913 0.347286 0.293055 0.217681 0.692339
threshold=0.10921500000000002 0.31392000000000003 0.13205500000000003 0.0047850000000000011 0.081180000000000016 0.41377500000000006 -0.044559999999999995 0.046185000000000004 -0.053299999999999993 0.14754500000000001 0.087370000000000017 0.073890000000000011 0.078960000000000016 0.062030000000000009 0.11684000000000001 0.077765000000000015 -0.4950449999999999 -0.017084999999999999 0.48395000000000005 -0.45743999999999996 0.097095000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 7 5 6 -2 11 19 18 -5 12 13 16 15 -14 -1 -8 -4 -9 -21
right_child=2 -3 9 10 -6 -7 17 8 -10 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 20 -22
leaf_value=0.0015895159029963312 0.0005795594015497546 0.00039844058257334201 0.00041837773322076676 0.0005274964838855445 0.00026495927425280557 0.00041077654313100622 0.00097682789094733435 0.0013781647619504624 0.00080950067477522127 -0.00016085793527053225 0.0010536766101691298 0.0016530690900685594 0.0010479032452691715 0.0010995169776298265 0.00085143915495347513 0.0014652598427399423 0.001359577154318672 0.0013569008763143682 0.00012642953592812702 0.001425893830019561 0.00090554602096858149
leaf_weight=98 53 58 79 53 75 68 53 81 75 79 87 84 119 103 55 77 1404 54 72 53 60
leaf_count=98 53 58 79 53 75 68 53 81 75 79 87 84 119 103 55 77 1404 54 72 53 60
internal_value=0 0.00126569 0.000437503 0.00128709 0.0006723 0.000806139 0.000973948 0.00131448 0.001124 0.00012803 0.000854732 0.00134087 0.00132672 0.00135697 0.00113317 0.00121204 0.0013746 0.00116897 0.000279404 0.0012454 0.00114991
internal_weight=0 2407 533 2349 303 228 160 2209 269 230 140 1940 1856 1605 251 196 1502 107 151 194 113
internal_count=2940 2407 533 2349 303 228 160 2209 269 230 140 1940 1856 1605 251 196 1502 107 151 194 113
is_linear=0
shrinkage=0.0032998


Tree=4380
num_leaves=20
num_cat=0
split_feature=12 156 133 13 16 4 2 2 13 12 50 15 151 43 13 2 13 15 15
split_gain=1.30542 0.620669 0.520927 0.736661 0.648871 0.661809 0.631806 0.529733 0.498798 0.437575 0.445952 0.411742 0.387813 0.336176 0.32746 0.303715 0.246058 0.23483 0.165044
threshold=0.083400000000000016 0.089695000000000011 0.093405000000000016 0.060680000000000005 0.12992000000000004 -0.016894999999999997 0.12860500000000002 0.085785000000000014 -0.091849999999999987 0.084065000000000015 -0.041284999999999995 0.13592500000000005 0.0045550000000000009 -0.10042499999999999 -0.0085449999999999988 0.086115000000000011 0.076825000000000018 0.084630000000000025 -0.0039399999999999991
decision_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 8 -1 -7 -2 -11 12 13 14 -12 -16 17 -15 -3
right_child=9 18 -4 -5 -6 6 -8 -9 -10 10 11 -13 -14 16 15 -17 -18 -19 -20
leaf_value=-0.019693709534132475 0.023986780020894851 0.0096282446113200061 0.017936107084208865 -0.01315912551033843 0.019109057698987138 -0.004766464889347107 -0.0087860272691488387 0.0025892665310070758 0.011343492843904179 0.00029005684820708358 -0.0046047463369381664 -0.0016856818199236577 0.027009873234239763 0.011002130540749434 0.018931457706446067 0.005385824503541874 0.021865691337240093 0.015344233880533293 0.021933042951669496
leaf_weight=64 92 62 61 83 69 68 77 57 270 87 54 55 55 760 72 136 96 667 63
leaf_count=64 92 62 61 83 69 68 77 57 270 87 54 55 55 760 72 136 96 667 63
internal_value=0 0.00486297 0.00302792 0.00170351 0.00374549 0.00176436 0.00496026 -0.00918192 0.00809712 0.012621 0.0120926 0.0126335 0.0130625 0.0126317 0.00704916 0.0100833 0.0135909 0.013033 0.0158442
internal_weight=0 874 749 688 605 536 415 121 338 2074 1982 1895 1840 1785 262 208 1523 1427 125
internal_count=2948 874 749 688 605 536 415 121 338 2074 1982 1895 1840 1785 262 208 1523 1427 125
is_linear=0
shrinkage=0.16829


Tree=4381
num_leaves=30
num_cat=0
split_feature=12 3 43 12 43 457 49 156 3 0 0 0 3 3 43 12 13 42 3 475 12 12 13 43 3 13 42 12 3
split_gain=19.1784 4.6767 4.05686 3.64265 3.33684 2.48267 1.72105 1.54864 1.07376 0.985267 0.914473 0.902855 0.770983 0.964415 0.733147 0.729105 0.707082 0.661878 0.577586 0.550268 0.33345 0.323781 0.357138 0.315935 0.440296 0.408394 0.308142 0.188405 0.0471362
threshold=0.056995000000000011 0.28833000000000003 -0.041049999999999996 0.098785000000000012 -0.11113499999999998 0.092385000000000009 -0.029519999999999998 0.07881500000000001 -0.15870999999999996 -0.064994999999999983 -0.10998999999999999 -0.10934999999999999 -0.0048549999999999991 0.11269500000000002 -0.0050499999999999989 -0.088189999999999977 -0.083274999999999988 0.11697 -0.087454999999999991 -0.036244999999999993 0.08401500000000002 0.089895000000000017 -0.08156999999999999 -0.23287499999999997 -0.079954999999999984 -0.0023899999999999993 0.090485000000000024 0.108725 0.085880000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 -1 7 -5 12 -2 11 -3 14 -4 28 -10 -6 18 23 -13 -9 -20 22 -18 -8 -25 27 -23 -26 -14
right_child=3 10 5 6 15 -7 17 19 9 -11 -12 16 13 -15 -16 -17 21 -19 20 -21 -22 26 -24 24 25 -27 -28 -29 -30
leaf_value=0.0014369481972137902 0.0021250593250478869 0.00073728427503991288 0.0010186120125826902 0.00084761903411430771 0.00081791738104416707 0.00071442992213188662 0.0017733539839876399 0.001582660934318889 0.0017027200119450892 0.0013741796407305698 0.0001589260738259142 0.0021876616562205202 0.0016848653802410565 0.0010816062849709587 0.0011680122555549682 0.00040714034191160434 0.0015691773079517157 0.0012123678379563406 0.0020318051875457127 0.0020609934329623922 0.0017870951073107677 0.0015511100154097903 0.0018204948033154016 0.0013174650978683012 0.0015940662664268373 0.0013917356243500383 0.0017279846259148552 0.0018624104207161098 0.0015420762361730536
leaf_weight=78 77 64 61 52 101 52 58 54 62 84 56 54 61 54 52 89 78 80 74 53 414 211 343 96 70 71 234 53 62
leaf_count=78 77 64 61 52 101 52 58 54 62 84 56 54 61 54 52 89 78 80 74 53 414 211 343 96 70 71 234 53 62
internal_value=0 0.00106774 0.00117597 0.00167003 0.000861931 0.00138787 0.00141607 0.00148928 0.00174244 0.00172407 0.000467677 0.00174336 0.00134048 0.0014512 0.00145913 0.000625686 0.00176635 0.00148505 0.00186054 0.00181992 0.00182427 0.00170735 0.00177402 0.00154764 0.00150237 0.00159369 0.0016442 0.00170998 0.00161318
internal_weight=0 785 665 2163 268 397 480 345 1683 1606 120 1522 238 177 114 190 1408 428 542 107 488 866 421 348 290 194 445 123 123
internal_count=2948 785 665 2163 268 397 480 345 1683 1606 120 1522 238 177 114 190 1408 428 542 107 488 866 421 348 290 194 445 123 123
is_linear=0
shrinkage=0.0032998


Tree=4382
num_leaves=19
num_cat=0
split_feature=3 148 3 3 43 43 52 150 403 1186 50 2 16 150 43 43 128 16
split_gain=0.903508 0.543447 0.620194 0.659782 0.489209 0.540337 0.448755 0.547973 0.417731 0.472159 0.429058 0.466007 0.335051 0.292335 0.205002 0.533311 0.26763 0.126711
threshold=-0.046079999999999989 -0.065214999999999981 0.28833000000000003 0.12745000000000004 -0.10761 -0.077134999999999995 0.069415000000000018 0.085360000000000005 -0.5407249999999999 0.084100000000000022 -0.041284999999999995 -0.080104999999999996 -0.50720999999999983 1.0000000180025095e-35 0.041625000000000002 0.061295000000000009 0.09585500000000001 -0.11082499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 -3 13 7 -7 -1 10 -10 -12 -13 -6 16 -16 -14 -4
right_child=1 2 17 -5 5 6 -8 -9 9 -11 11 12 14 -15 15 -17 -18 -19
leaf_value=0.024148315136368486 -0.009512758341805011 0.021800319633935014 0.00052798264475856422 0.024150163700563367 -0.012297814980161796 0.014333947028316908 -0.0043770321357479982 -0.0044499031367158694 -0.00060742140351336641 -0.0030971044206947905 0.027385649534452383 0 0.013219363390386336 0.0043931614676132619 -0.0068699977032378274 0.011262626089990622 0.0023088569243351759 -0.010881108394598941
leaf_weight=71 69 52 52 66 69 234 68 54 80 65 54 69 1459 52 56 253 67 58
leaf_count=71 69 52 52 66 69 234 68 54 80 65 54 69 1459 52 56 253 67 58
internal_value=0 0.00473102 0.00612764 0.00827501 0.00629098 0.00459646 0.00790061 0.0108057 0.0114311 0.0110009 0.0114515 0.0119451 0.0115062 -0.00510999 0.0119391 0.00797064 0.0127415 -0.00547139
internal_weight=0 774 705 595 529 477 356 288 2174 2103 2038 1958 1904 121 1835 309 1526 110
internal_count=2948 774 705 595 529 477 356 288 2174 2103 2038 1958 1904 121 1835 309 1526 110
is_linear=0
shrinkage=0.16829


Tree=4383
num_leaves=28
num_cat=0
split_feature=12 12 13 43 52 52 12 52 16 0 52 43 14 0 0 43 42 133 42 159 43 13 16 51 0 13 0
split_gain=32.2928 6.11002 5.53275 4.74367 2.67246 2.44133 2.18503 1.83813 1.79449 1.656 1.56165 1.55401 1.30286 2.89258 1.18951 0.984551 0.892295 0.866461 0.728994 0.665733 0.535532 0.50207 0.446888 0.380312 0.352809 0.311316 0.173719
threshold=0.056995000000000011 0.13642500000000005 -0.36115499999999995 -0.049999999999999996 0.047800000000000009 -0.082894999999999983 0.098785000000000012 0.047800000000000009 -0.25397999999999993 -0.23028499999999999 -0.13963499999999998 -0.10761 0.073890000000000011 -0.12259499999999998 -0.087984999999999994 -0.04133499999999999 0.085345000000000018 0.08517000000000001 0.086855000000000016 -0.061769999999999999 0.0046950000000000004 0.025450000000000004 -0.0069549999999999985 -0.11683999999999999 -0.067134999999999986 -0.00080499999999999983 -0.11742499999999999
decision_type=2 2 2 2 2 2 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 26 4 11 10 12 9 -8 -7 -5 -4 13 -2 -11 16 25 -13 -18 -10 23 22 -17 -21 -25 -15 -1
right_child=1 -3 3 5 -6 7 8 -9 19 14 -12 17 -14 15 -16 21 18 -19 -20 20 -22 -23 -24 24 -26 -27 -28
leaf_value=0.0006610487830699585 0.0012970732651731822 0.0010697562468352513 0.0012447301710690846 0.0016042160103447651 0.0015782690021649091 0.00080434484565768854 0.0012431105301377731 0.0017957002507345754 0.0015892137727118838 0.0017123339333912331 0.0023665544075787202 0.00034053630325462812 0.0025747523864978446 0.0021818715569408313 0.0010817523173422541 0.0021876952233368706 0.0016126715647552523 0.00085769417362479346 0.0019709887729422444 0.0018159280117088052 0.0017527418251883774 0.0024870729120221955 0.0019289690830147856 0.0020243821286923449 0.0023689782790709693 0.0019732552667847359 0.00039920103153107117
leaf_weight=60 52 75 60 65 63 70 53 85 64 74 54 68 57 297 59 584 76 74 364 52 91 55 86 92 53 112 53
leaf_count=60 52 75 60 65 63 70 53 85 64 74 54 68 57 297 59 584 76 74 364 52 91 55 86 92 53 112 53
internal_value=0 0.00199612 0.00121464 0.00132827 0.000984326 0.00155213 0.00202938 0.00138743 0.0018111 0.00121631 0.00195045 0.000798911 0.00208188 0.00206458 0.00143287 0.00208992 0.00201311 0.000610289 0.00190918 0.00189653 0.0019647 0.00217981 0.00215454 0.00206243 0.00215058 0.00212483 0.000538547
internal_weight=0 2163 785 672 265 407 2088 288 405 203 119 202 1683 1626 133 1574 849 142 440 352 288 725 670 197 145 409 113
internal_count=2948 2163 785 672 265 407 2088 288 405 203 119 202 1683 1626 133 1574 849 142 440 352 288 725 670 197 145 409 113
is_linear=0
shrinkage=0.0032998


Tree=4384
num_leaves=42
num_cat=0
split_feature=1 0 52 16 4 0 43 12 43 43 1 0 1 34 1 12 16 4 52 16 16 2 43 16 16 160 2 0 39 47 0 160 2 2 4 130 4 2 49 1 0
split_gain=1.07776 0.969587 0.885239 1.48588 0.741632 0.579981 0.463169 0.442386 0.820299 0.42211 0.418775 0.507629 0.431022 0.409308 0.366155 0.380682 0.357686 0.342384 0.303514 0.453151 0.644776 0.39389 0.276188 0.418471 0.287249 0.256925 0.272136 0.241455 0.212259 0.245318 0.580129 0.190836 0.174506 0.202856 0.16666 0.153333 0.1849 0.354213 0.132412 0.0864445 0.0673025
threshold=0.085780000000000009 -0.13619499999999998 -0.0064899999999999992 -0.47730499999999992 0.50541500000000006 -0.061204999999999989 -0.073819999999999983 0.08598500000000002 0.0015200000000000003 -0.11760499999999999 0.10970000000000001 -0.082404999999999992 0.12313000000000002 -1.0000000180025095e-35 0.090540000000000023 0.092605000000000007 -0.074504999999999988 -0.054114999999999989 -0.015539999999999998 -0.019749999999999993 -0.080419999999999978 0.084605000000000014 -0.0064299999999999991 -0.087969999999999979 -0.080789999999999987 -0.079974999999999991 0.097180000000000016 -0.14920999999999998 0.055555000000000007 0.091680000000000011 -0.078989999999999991 -0.0063199999999999992 0.11657500000000001 0.10251500000000001 -0.075324999999999989 0.084550000000000014 -0.084854999999999986 0.091915000000000011 0.096725000000000019 0.090880000000000016 -0.08323499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 27 -4 6 -6 13 8 9 -1 11 39 -12 -3 -13 -16 22 25 31 20 21 -20 24 34 35 -18 -27 -2 29 30 -15 -11 33 38 -24 36 -9 -38 40 -8 -19
right_child=1 4 3 -5 5 -7 10 16 -10 18 12 14 -14 28 15 -17 17 32 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 37 -39 -40 -41 -42
leaf_value=0.032475427793761474 0.014680348913182047 -0.008416836971029365 0.0013879504632448713 -0.032222807241059526 0.0066717031083733652 -0.014574094711583675 -0.004630071635649889 0.01795593777554667 0.00085062447392985447 0.0060723085933821605 0.032651789598822145 0.024354025986577862 0.013683876777161846 0.0045573511925207782 0.00039320715424091335 0.015721605798544494 -0.0083637883344587285 0.011588602035617929 0.012764462042978481 0.029451674040884362 -0.0005125626587797374 0.031909067378830126 0.020007081510064108 0.030672068535267192 0.02042062629745655 0.010846633476303671 -0.0039337826693988439 -3.1812329427486517e-05 -0.0016991568921230916 0.0026595957451370522 0.026463502901919823 0.016678381506647168 0.018782194101428448 0.0011109529978544121 0.0084160296648869079 0.00047114176238757636 -0.00017741978682959782 0.016860271847073779 0.018204574685838502 0.0050721689504170716 0.0038135136251739323
leaf_weight=54 65 53 98 60 81 66 52 59 89 93 55 72 90 77 71 131 54 81 65 99 52 58 62 55 63 92 57 61 54 81 62 101 58 75 83 63 85 58 58 52 53
leaf_count=54 65 53 98 60 81 66 52 59 89 93 55 72 90 77 71 131 54 81 65 99 52 58 62 55 63 92 57 61 54 81 62 101 58 75 83 63 85 58 58 52 53
internal_value=0 0.00570101 -0.00296926 -0.0113643 0.00817258 -0.00285501 0.0100818 0.012196 0.0158054 0.0183517 0.0131903 0.0102315 0.020891 0.00510469 0.0140311 0.0103428 0.0101059 0.00700143 0.0167182 0.0203331 0.0151644 0.0218066 0.013207 0.0181476 0.010189 0.00156861 0.00518032 0.00754354 0.00772673 0.0100485 0.0143414 0.0116033 0.0103893 0.00855944 0.0133846 0.00774979 0.010011 0.00672041 0.0114596 0.000203774 0.00852679
internal_weight=0 1281 284 158 997 147 850 1667 611 522 523 378 145 327 274 202 1056 528 468 274 175 123 528 200 328 203 149 126 274 220 139 194 325 267 145 265 202 143 192 104 134
internal_count=2948 1281 284 158 997 147 850 1667 611 522 523 378 145 327 274 202 1056 528 468 274 175 123 528 200 328 203 149 126 274 220 139 194 325 267 145 265 202 143 192 104 134
is_linear=0
shrinkage=0.16829


Tree=4385
num_leaves=30
num_cat=0
split_feature=1 3 3 2 2 14 30 2 1 124 2 0 2 3 43 1446 42 1 3 43 3 16 49 2 133 16 2 3 0
split_gain=92.1479 19.697 9.61352 5.89632 5.50011 3.68499 3.54824 3.2305 2.93693 2.66441 1.94429 1.68534 1.46262 1.43672 0.854989 0.68583 0.718016 0.62369 0.616858 0.50669 0.497006 0.748226 0.401807 0.381475 0.315137 0.316952 0.280541 0.191078 0.190703
threshold=0.10575500000000002 -0.053364999999999996 -0.06533499999999999 0.14290000000000003 0.11504500000000002 0.073890000000000011 0.086055000000000006 0.097005000000000022 0.092485000000000026 -1.0000000180025095e-35 0.12026500000000001 -0.046614999999999997 0.10859000000000001 -0.13827999999999999 -0.094084999999999988 0.083705000000000016 0.086135000000000003 0.14684500000000003 0.093925000000000022 0.0010300000000000003 -0.020049999999999995 -0.012609999999999998 0.036605000000000006 0.091185000000000002 0.096875000000000017 0.39813000000000004 0.084745000000000015 0.11878500000000002 -0.071749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 6 11 7 12 13 10 -10 18 -2 -3 -1 -9 16 23 -5 20 24 -4 -22 27 -15 25 -16 -17 -14 -18
right_child=1 3 8 17 -6 -7 -8 14 9 -11 -12 -13 22 15 19 26 28 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.001651863595935978 0.0020310392584827058 0.00092891541516541755 0.0017379905681335498 -0.00021480637783468263 0.00066859139386048227 0.0028364939406113183 -0.00031097447000622984 0.0014259579735554919 0.00063809579826063433 0.0015552083518569871 0.0011727437906089049 0.0013068883934530147 0.00016261013321672147 0.0022370573211501405 0.0018876865188923136 0.0025377256857882996 0.0020277295154221523 -0.00070673223877575596 0.0015892480735345482 0.0016334259533906067 0.0018519916138727748 0.0023478186499837953 0.00064557770616769272 0.0019812081473230283 0.001733852731550243 0.0022041723279381839 0.0022475298020376198 0.00043185752060214419 0.0022438836132967076
leaf_weight=61 95 91 74 59 75 74 58 59 57 88 52 56 57 671 76 71 461 54 66 75 74 62 54 73 53 68 83 59 53
leaf_count=61 95 91 74 59 75 74 58 59 57 88 52 56 57 671 76 71 461 54 66 75 74 62 54 73 53 68 83 59 53
internal_value=0 0.000610413 0.00200751 0.000197378 0.00139978 0.00211347 0.00042688 0.00208379 0.00158676 0.00119493 0.00175987 0.00176271 0.000590983 0.0021501 0.00178858 0.0021716 0.00214587 -0.000450198 0.00187036 0.00186711 0.00195854 0.00207829 0.000409883 0.002212 0.0019559 0.00203738 0.00238155 0.000299859 0.00205009
internal_weight=0 658 2351 432 226 1878 319 1804 473 145 328 151 261 1473 331 1412 1258 113 276 272 210 136 170 744 197 144 154 116 514
internal_count=3009 658 2351 432 226 1878 319 1804 473 145 328 151 261 1473 331 1412 1258 113 276 272 210 136 170 744 197 144 154 116 514
is_linear=0
shrinkage=0.0032998


Tree=4386
num_leaves=17
num_cat=0
split_feature=45 2 13 448 150 51 50 51 39 50 12 43 12 2 51 16
split_gain=0.594525 0.503833 0.664815 0.406734 0.455899 0.465089 0.461792 0.372644 0.349295 0.300743 0.256851 0.31569 0.345539 0.505056 0.321473 0.614757
threshold=0.08179500000000002 0.11366500000000002 -0.15747499999999998 -0.068589999999999984 0.11398500000000002 0.088940000000000005 0.083800000000000013 0.024640000000000006 0.094095000000000026 0.11395500000000001 0.13936000000000001 -0.084534999999999985 0.096510000000000012 0.12141500000000001 -0.038974999999999996 -0.15693499999999996
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 8 -5 -8 11 -3 13 -13 -15 -16
right_child=-2 10 3 4 -6 6 9 -9 -10 -11 -12 12 -14 14 15 -17
leaf_value=0.025162584745660334 0.02529870691419512 0.016273360867640894 -0.0023020295588821599 0.0096864375193892599 0.02429359933516274 -0.0068144424275398182 0.016437273020445755 0.020947938176800799 -0.0032329223722558954 0.0010646464124189369 -0.0076846031798968465 -0.01072637384938048 0.011216701686642502 0.015994762004778593 0.010467397725751939 -0.01348468696732563
leaf_weight=73 60 58 89 1866 56 100 66 81 61 80 53 88 102 52 71 53
leaf_count=73 60 58 89 1866 56 100 66 81 61 80 53 88 102 52 71 53
internal_value=0 0.00836143 0.00932811 0.00884552 0.0092758 0.00890189 0.00198613 0.00974824 0.00927654 0.00802622 0.00334796 0.00473127 0.00289729 -0.000310227 0.00488764 0.000215324
internal_weight=0 2949 2472 2399 2310 2254 246 2008 1927 146 477 424 366 264 176 124
internal_count=3009 2949 2472 2399 2310 2254 246 2008 1927 146 477 424 366 264 176 124
is_linear=0
shrinkage=0.16829


Tree=4387
num_leaves=29
num_cat=0
split_feature=4 12 13 12 133 14 12 12 0 0 13 4 11 52 4 0 49 0 15 0 51 13 4 13 12 11 133 15
split_gain=30.5361 8.31399 4.30704 4.03147 2.16173 1.81545 1.63159 1.45545 1.22669 2.53501 1.36872 1.36112 1.12579 1.0158 0.712339 0.679724 0.613604 0.552909 0.365235 0.340223 0.579619 0.315241 0.412539 0.31035 0.258366 0.180536 0.137841 0.125188
threshold=0.31392000000000003 0.056995000000000011 -0.24426999999999996 0.13642500000000005 0.087045000000000025 -0.45282499999999992 -0.091174999999999992 0.09253500000000002 -0.15445999999999996 -0.10594499999999998 0.044405000000000007 -0.17568999999999999 1.0000000180025095e-35 -0.037619999999999994 -0.081139999999999976 -0.105195 -0.078789999999999985 -0.045139999999999993 0.09414500000000002 -0.075804999999999997 -0.067854999999999985 -0.087404999999999997 -0.087404999999999997 -0.065539999999999987 0.097910000000000011 0.08184000000000001 -0.13093499999999997 0.11357500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 8 -2 -7 12 13 -10 11 -11 16 -4 25 -8 -3 -17 19 24 -21 26 -23 27 -16 -9 -18 -20
right_child=5 3 4 -5 -6 6 15 14 9 10 -12 -13 -14 -15 18 17 21 -19 23 20 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=0.0011527448893369251 0.0016639513996074481 0.0020981230335217721 0.0026577360216808225 0.0014937877286356482 0.0014444152997904586 0.00051016331382199422 0.0013645452994597549 0.0023286958185599559 0.0014376020348506647 0.0025811927165089342 0.0016759331251878162 0.0020000562289780172 0.0027660254016479411 0.0020376260903212451 0.0023430990401204096 0.00075705640497959314 0.0024284585942225697 0.0012173253595624024 0.002489292812490421 0.0021763035396278824 0.0017917701071849146 0.0021971636824829476 0.0024547062511314915 0.0021385103671276197 0.0020948838119986945 0.0025711273597081173 0.002244633053269109 0.0022646238067439563
leaf_weight=79 62 79 61 63 70 52 99 86 76 84 55 94 91 56 87 57 68 58 71 96 80 77 809 97 108 63 178 53
leaf_count=79 62 79 61 63 70 52 99 86 76 84 55 94 91 56 87 57 68 58 71 96 80 77 809 97 108 63 178 53
internal_value=0 0.0022214 0.00186941 0.00231749 0.00198349 0.00115452 0.00103564 0.00234287 0.00207198 0.00196235 0.00213336 0.0022745 0.00240964 0.00236123 0.0022255 0.00116317 0.00238283 0.000989498 0.00217361 0.00210908 0.00200172 0.00240267 0.00243236 0.00228177 0.00220581 0.00243144 0.00229559 0.00239355
internal_weight=0 2681 575 2106 496 328 266 2043 426 309 233 178 1302 117 741 214 1211 115 592 371 176 1132 886 221 195 149 246 124
internal_count=3009 2681 575 2106 496 328 266 2043 426 309 233 178 1302 117 741 214 1211 115 592 371 176 1132 886 221 195 149 246 124
is_linear=0
shrinkage=0.0032998


Tree=4388
num_leaves=20
num_cat=0
split_feature=1 1 39 1 150 13 16 16 15 11 15 15 124 156 52 1455 16 13 16
split_gain=24.0661 2.69384 3.10395 2.17941 2.13323 1.91443 1.25736 2.047 0.824086 0.776442 1.35443 0.797523 0.684221 0.571838 0.402418 0.39866 0.42365 0.361314 0.322768
threshold=0.11230000000000001 0.15720500000000001 0.087990000000000013 0.098395000000000024 1.0000000180025095e-35 -0.18997999999999995 0.28127000000000008 -0.032699999999999993 -0.19631499999999999 1.0000000180025095e-35 0.039965000000000007 0.12961500000000001 -0.078884999999999983 0.091235000000000024 -0.091329999999999981 -0.091964999999999977 0.058455000000000007 -0.014549999999999999 -0.43279999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 9 6 -2 7 -5 -7 11 -11 12 -1 15 -15 -14 -17 -10 -4
right_child=1 -3 18 4 -6 8 -8 -9 17 10 -12 -13 13 14 -16 16 -18 -19 -20
leaf_value=0.0013094243359655494 0.00066359547692841853 0.00011531664282769078 0.00031667610655085262 0.0017355364622880485 0.00095954835899124164 0.00097503443616870538 0.0019069982367735884 0.00097418196391321234 0.0015780260504264162 0.0015936249346574878 0.0022970045302688384 0.0012472220907892002 0.001952265576070835 0.0016272857672618099 0.0012448104500843615 0.0016920760053682764 0.0015344637796227856 0.0012451181539858919 0.00063916052807458108
leaf_weight=61 81 52 59 82 97 75 72 73 69 65 56 54 59 65 58 1556 217 77 81
leaf_count=61 81 52 59 82 97 75 72 73 69 65 56 54 59 65 58 1556 217 77 81
internal_value=0 0.000826519 0.00091011 0.00162333 0.00137011 0.00109848 0.00154539 0.00137719 0.00125772 0.00166076 0.00191945 0.00164562 0.00165628 0.00166708 0.00144722 0.00168182 0.00167281 0.00140269 0.000503508
internal_weight=0 494 442 2515 324 302 227 155 221 2191 121 2070 2016 1955 123 1832 1773 146 140
internal_count=3009 494 442 2515 324 302 227 155 221 2191 121 2070 2016 1955 123 1832 1773 146 140
is_linear=0
shrinkage=0.0032998


Tree=4389
num_leaves=26
num_cat=0
split_feature=1 3 1 1 0 14 4 12 30 39 12 4 3 16 1213 4 0 4 4 16 49 13 11 3 16
split_gain=22.8109 6.20066 1.82026 1.34153 1.08612 0.985696 0.959781 0.942783 0.816255 0.748775 0.584458 0.641778 0.873184 0.459315 0.454097 0.424735 0.498718 0.424482 1.08157 0.647365 0.326828 0.316004 0.252604 0.236498 0.163578
threshold=0.10442000000000001 -0.063264999999999988 0.15559500000000001 0.09518500000000002 0.064400000000000013 0.073890000000000011 0.41377500000000006 0.086085000000000009 0.086055000000000006 0.098380000000000009 0.090455000000000021 -0.17568999999999999 0.083395000000000011 0.052150000000000009 -0.10156 -0.00090499999999999988 -0.081294999999999992 0.080255000000000007 -0.029404999999999997 -0.48652999999999996 0.082820000000000019 -0.043279999999999992 0.080320000000000016 -0.080624999999999988 -0.14085499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 8 4 5 10 22 -5 9 17 11 -1 14 15 -13 16 -12 18 -3 -19 -15 -9 23 -2 -17
right_child=1 2 -4 7 -6 -7 -8 21 -10 -11 13 12 -14 20 -16 24 -18 19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0019633731021995123 0.0011622762111216977 0.0010684456209561117 6.1101435813209546e-05 0.00105719121045117 0.0011661955566941052 0.0019211023504228939 0.00093923908422317241 0.001685964392027805 0.00034014805546164875 0.00042439457915321614 0.0017691216756693345 0.0013578487364029946 0.0012425403238180903 0.0014902807304465577 0.0016300575212224232 0.0015037329363077839 0.0015104973216770487 0.0007609637503189654 0.00048057819604103047 0.0012089970467727971 0.001177216352875218 0.0013218223350517548 0.0016053852190179908 0.0014683607021588054 0.0012708034815488989
leaf_weight=53 52 56 54 102 73 88 62 53 57 58 116 73 75 69 1052 61 290 78 88 65 81 54 56 63 80
leaf_count=53 52 56 54 102 73 88 62 53 57 58 116 73 75 69 1052 61 290 78 88 65 81 54 56 63 80
internal_value=0 0.00085457 0.000630654 0.00153848 0.00156353 0.00157774 0.00129264 0.00128535 0.000707073 0.000767593 0.00156223 0.00160519 0.00158934 0.00148496 0.00161243 0.00152973 0.00158448 0.000836828 0.000709438 0.000964862 0.00132146 0.00150252 0.00142057 0.00133026 0.00137182
internal_weight=0 689 456 2320 2111 2038 233 209 402 345 1950 1253 1200 697 1125 547 406 287 144 143 150 107 171 115 141
internal_count=3009 689 456 2320 2111 2038 233 209 402 345 1950 1253 1200 697 1125 547 406 287 144 143 150 107 171 115 141
is_linear=0
shrinkage=0.0032998


Tree=4390
num_leaves=15
num_cat=0
split_feature=2 14 4 0 15 4 0 0 0 16 48 1443 481 15
split_gain=0.802785 1.01262 0.95096 0.910817 0.55493 0.419802 0.410795 0.35444 0.414278 0.450858 0.667231 0.320308 0.419943 0.266773
threshold=0.13631000000000001 -0.24168999999999999 0.31392000000000003 -0.22745499999999999 -0.052239999999999988 0.41823000000000005 -0.095554999999999987 -0.14920999999999998 -0.10934999999999999 -0.23389999999999997 0.084705000000000016 1.0000000180025095e-35 -0.086854999999999988 -0.26547499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 13 -4 -7 -5 9 -9 -11 12 -10 -2
right_child=4 2 5 7 -6 6 -8 8 11 10 -12 -13 -14 -15
leaf_value=0.032296606988019873 0.0014344584542152065 -0.0073749270085111058 -0.0096608000941150532 0.023936586891765196 -0.010041229233042504 0.017173877224914185 -0.0032810047786290949 0.015238413427987667 0.027533705130847859 -0.015167253588504469 0.0099976472700869894 0.0017770616629475106 0.013656518356256425 0.016294735468107582
leaf_weight=72 77 61 72 88 73 55 56 85 64 52 70 62 2007 62
leaf_count=72 77 61 72 88 73 55 56 85 64 52 70 62 2007 62
internal_value=0 0.0125874 0.0120557 0.0129166 0.00182885 0.000336919 0.00683811 0.0134271 0.0130311 0.00582804 -0.00071365 0.0137293 0.0140862 0.00807571
internal_weight=0 2744 2672 2489 212 183 111 2428 2340 207 122 2133 2071 139
internal_count=2956 2744 2672 2489 212 183 111 2428 2340 207 122 2133 2071 139
is_linear=0
shrinkage=0.16829


Tree=4391
num_leaves=28
num_cat=0
split_feature=12 2 2 2 2 43 52 2 12 0 0 2 43 0 0 0 2 402 0 2 2 0 52 42 2 12 50
split_gain=25.3397 11.5034 6.79929 7.24008 2.20871 2.12994 2.03779 1.9154 1.90874 1.65789 1.31604 0.957447 0.816167 0.814506 0.684894 0.650131 0.612534 0.590578 0.69588 0.417483 0.519773 0.416461 0.398242 0.313655 0.210048 0.201634 0.126346
threshold=0.056995000000000011 0.13447000000000003 0.10523 0.078775000000000012 0.14132000000000003 -0.049999999999999996 0.042815000000000006 0.092250000000000013 0.096385000000000012 0.051660000000000005 -0.13165999999999997 0.10179000000000001 -0.012264999999999998 -0.14259999999999998 -0.041534999999999996 -0.17862999999999998 -0.026084999999999994 0.089890000000000012 -0.070134999999999989 0.096435000000000007 0.083310000000000009 -0.067434999999999981 -1.0000000180025095e-35 -0.010679999999999999 0.11657500000000001 0.10621000000000001 0.083090000000000011
decision_type=2 2 2 2 2 2 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 6 16 12 15 9 11 -9 13 -4 -2 19 -5 -1 18 -15 20 26 -6 -14 -19 25 -21 -10
right_child=1 -3 4 7 21 -7 -8 10 14 -11 -12 -13 22 17 -16 -17 -18 23 -20 24 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00078777548838860365 0.0026590604310688781 0.00086831289637436242 0.00086250272233756727 0.0022082363803067064 0.0009701995215902579 0.0017264004869745496 0.001844855524862676 0.0014640063026353284 0.0019644156406537368 0.0028334579771585795 0.00216234882173794 0.0019226743015947909 0.0014717811235007764 0.0022465506973601279 0.0017291427017053676 0.0027126891513729922 0.0012561621077446219 0.0022483293181757547 0.0018968399875808654 0.001762229513375817 0.0023733226361844803 0.00055944412493771033 0.0011033767251100134 0.0025543289188686719 0.0021343561447717233 0.0020221681422059076 0.0021669361984862018
leaf_weight=60 57 72 69 57 52 78 61 52 83 55 69 94 73 1127 70 57 63 61 67 67 93 57 59 103 62 71 67
leaf_count=60 57 72 69 57 52 78 61 52 83 55 69 94 73 1127 70 57 63 61 67 67 93 57 59 103 62 71 67
internal_value=0 0.0021658 0.00147985 0.0017594 0.00115122 0.00129918 0.00131563 0.00215289 0.00221076 0.00226825 0.00186253 0.00224763 0.00115484 0.00226919 0.00203543 0.00246077 0.00102797 0.0022528 0.00222696 0.00208375 0.00217704 0.000755724 0.00130738 0.00244073 0.00197022 0.00189622 0.00205511
internal_weight=0 2149 807 436 371 201 262 235 2077 1564 121 1509 201 1415 513 114 123 1358 1194 443 243 109 132 164 200 138 150
internal_count=2956 2149 807 436 371 201 262 235 2077 1564 121 1509 201 1415 513 114 123 1358 1194 443 243 109 132 164 200 138 150
is_linear=0
shrinkage=0.0032998


Tree=4392
num_leaves=13
num_cat=0
split_feature=2 30 149 16 39 1444 11 12 3 15 15 15
split_gain=0.656509 0.466215 0.562447 0.967597 0.519448 0.445696 0.649709 0.640626 0.464373 0.388952 0.184409 0.140307
threshold=0.13631000000000001 0.086055000000000006 0.079475000000000004 -0.52541999999999989 0.091180000000000011 -0.078609999999999985 1.0000000180025095e-35 0.096150000000000013 -0.14186499999999996 -0.052239999999999988 -0.26547499999999996 -0.050529999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 -5 8 -8 -7 10 -2 -1
right_child=9 -3 -4 4 -6 6 7 -9 -10 -11 -12 -13
leaf_value=-0.010101470283440014 0.0019507782994970834 -0.0012681270614539638 0.028901264063680741 -0.0027577965980063704 0.025831966232909235 -0.0037429573426306746 0.0319454963827457 0.01011939418031307 0.012175884572377876 -0.0076869045608330333 0.014313903127288995 0.0022391965998783451
leaf_weight=52 77 73 57 55 82 53 93 65 2162 73 62 52
leaf_count=52 77 73 57 55 82 53 93 65 2162 73 62 52
internal_value=0 0.0119785 0.0123412 0.0119794 0.0126386 0.0121923 0.0125396 0.0229778 0.0117942 0.00224777 0.00747819 -0.00391386
internal_weight=0 2744 2671 2614 2510 2428 2373 158 2215 212 139 104
internal_count=2956 2744 2671 2614 2510 2428 2373 158 2215 212 139 104
is_linear=0
shrinkage=0.16829


Tree=4393
num_leaves=27
num_cat=0
split_feature=4 3 2 124 2 11 3 52 12 3 2 39 4 12 15 3 49 12 4 16 16 3 402 15 484 52
split_gain=37.6402 13.2879 6.20566 3.53102 2.39613 1.98872 1.84027 1.53755 1.47245 0.914036 0.912799 0.861668 0.860686 0.713134 0.65475 0.6239 0.620586 0.515558 0.353834 0.303901 0.303779 0.2669 0.255883 0.226397 0.140505 0.161085
threshold=0.31392000000000003 -0.065674999999999983 0.14253500000000002 -0.061329999999999989 0.10433000000000002 1.0000000180025095e-35 -0.11749 0.042815000000000006 -0.092979999999999993 0.093925000000000022 0.14019000000000004 0.088850000000000026 0.0049450000000000006 0.093245000000000008 -0.46483499999999994 -0.034509999999999992 -1.0000000180025095e-35 0.096315000000000026 -0.00076499999999999995 -0.076909999999999992 -0.094469999999999985 -0.075579999999999994 -0.17942999999999998 -1.0000000180025095e-35 -0.011404999999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 8 9 6 -1 -6 -3 15 11 14 17 -7 -2 -5 -16 20 -17 -19 -8 24 -22 -21 -14 -26
right_child=10 2 -4 4 7 13 12 -9 -10 -11 -12 -13 21 -15 16 18 -18 19 -20 23 22 -23 -24 -25 25 -27
leaf_value=0.0017909015377742814 0.0014396810258150523 0.0018162008660175075 0.00081628875935282051 0.0019928604059439993 0.0014038086689163386 0.0028109175075925084 0.0021310363338435008 0.0020755739570911796 0.0011405779506856659 0.0019065830367772148 0.00063862049731596652 0.00072834171701225206 0.0021761442019535941 0.0023644656026820515 0.0012891896666178734 0.0022355486919269627 0.00080462758961474053 0.0023095586434600896 0.0025815864041040053 0.0022300128018747072 0.0021083285102535643 0.0022899949841890701 0.0023438317670581021 0.0019530422938668539 0.0018714143669282964 0.0021006174250560294
leaf_weight=98 62 57 73 53 99 91 93 60 93 100 81 69 52 71 52 63 66 81 72 53 56 54 1064 95 86 62
leaf_count=98 62 57 73 53 99 91 93 60 93 100 81 69 52 71 52 63 66 81 72 53 56 54 1064 95 86 62
internal_value=0 0.00212662 0.00172533 0.00183643 0.00198363 0.00226406 0.0022323 0.00165753 0.00139755 0.00216354 0.000944025 0.00104323 0.00225779 0.00261547 0.00116374 0.00230003 0.00101846 0.00228923 0.00242036 0.00214356 0.0023167 0.00207915 0.00233209 0.00205247 0.00202205 0.00196767
internal_weight=0 2626 670 597 447 1956 1794 159 150 288 330 249 1696 162 180 188 118 1442 135 229 1213 254 1120 148 200 148
internal_count=2956 2626 670 597 447 1956 1794 159 150 288 330 249 1696 162 180 188 118 1442 135 229 1213 254 1120 148 200 148
is_linear=0
shrinkage=0.0032998


Tree=4394
num_leaves=17
num_cat=0
split_feature=1 14 0 34 1 484 1210 1210 1 16 41 4 0 0 43 4
split_gain=0.688036 0.767345 0.694193 0.487285 0.766912 0.284367 0.284379 0.393245 0.280958 0.345082 0.244324 0.243367 0.199062 0.187717 0.288795 0.136455
threshold=0.11561500000000001 -0.13131999999999996 -0.23066499999999998 -0.023104999999999997 0.14828500000000003 -0.084674999999999986 -0.081369999999999984 -0.059899999999999995 0.13891000000000003 0.12992000000000004 0.081670000000000006 -0.4950449999999999 -0.076914999999999997 -0.13165999999999997 -0.046639999999999994 -0.012569999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 8 12 -7 -8 9 13 11 -9 15 -5 -15 -4
right_child=3 2 5 4 -6 6 7 10 -10 -11 -12 -13 -14 14 -16 -17
leaf_value=0.031588512464460976 -0.0097419654383699983 -0.0060927131412074299 0.019175918806162033 0.0099328821041895984 0.024428310327223677 0.019988621671088273 -0.0022706374869246016 0.019185927793871366 -0.0071810301315262878 0.016912111558901977 0.0022283664997941079 0.011212619217663021 0.026371213374736944 0.0078104214373262175 -0.0083806948773486462 0.0095180741884337908
leaf_weight=55 58 62 91 62 59 103 62 116 57 61 81 1828 56 55 72 78
leaf_count=55 58 62 91 62 59 103 62 116 57 61 81 1828 56 55 72 78
internal_value=0 0.011909 0.0114713 0.00457679 0.00685079 0.011923 0.0113353 0.0109074 0.00346685 0.00590175 0.0113118 0.0116893 0.0176347 0.00233863 -0.00135465 0.0147291
internal_weight=0 2532 2477 424 366 2415 2190 2087 307 250 2025 1944 225 189 127 169
internal_count=2956 2532 2477 424 366 2415 2190 2087 307 250 2025 1944 225 189 127 169
is_linear=0
shrinkage=0.16829


Tree=4395
num_leaves=14
num_cat=0
split_feature=15 15 123 1186 12 43 42 41 12 403 403 43 12
split_gain=0.680838 1.25559 0.48058 0.3811 0.455 0.57763 0.847277 0.481593 0.344948 0.330445 0.368043 0.244552 0.159079
threshold=-0.2987999999999999 -0.43091499999999999 1.0000000180025095e-35 0.062030000000000009 -0.038859999999999992 -0.15961499999999998 0.0069650000000000016 0.075585000000000013 -0.082654999999999992 -0.53317999999999988 0.058485000000000009 -0.051239999999999987 -0.090314999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 -2 6 -6 9 12 -7 -11 -1 -4
right_child=2 -3 8 -5 5 7 -8 -9 -10 10 -12 -13 -14
leaf_value=-0.0010794712156782689 0.022777519633541403 -0.02410833401330768 -0.0003639116079217621 -0.0017696036394198402 0.008337964097007336 -0.00086331420357663234 -0.017619625559264003 0.021995384764435636 -0.011162650680360349 0.010437011231059749 0.002829795778883207 0.012095862465410182 0.011706751256978825
leaf_weight=74 71 52 70 88 101 87 55 88 54 1875 200 86 55
leaf_count=74 71 52 70 88 101 87 55 88 54 1875 200 86 55
internal_value=0 -0.00138335 0.00850801 0.00909636 0.00948312 0.00909006 -0.000802234 0.00977673 6.71575e-05 0.00927856 0.00970465 0.00599104 0.00493281
internal_weight=0 212 2744 2565 2477 2406 156 2250 179 2162 2075 160 125
internal_count=2956 212 2744 2565 2477 2406 156 2250 179 2162 2075 160 125
is_linear=0
shrinkage=0.16829


Tree=4396
num_leaves=26
num_cat=0
split_feature=12 12 0 15 150 49 160 49 16 16 0 49 0 43 11 0 16 15 16 42 16 0 52 0 15
split_gain=12.4844 2.95335 1.59019 1.56802 2.08444 1.25349 1.02094 0.969686 0.980176 1.18544 1.34269 0.93226 0.635143 1.00768 0.653258 0.679394 0.596877 0.439695 0.432124 0.361214 0.300697 0.291574 0.238144 0.157475 0.195791
threshold=0.056995000000000011 0.098595000000000016 -0.23395499999999997 -0.26361999999999991 0.08486500000000001 -0.032624999999999994 -1.0000000180025095e-35 0.10852500000000001 -0.20132999999999998 0.11160500000000002 -0.074309999999999973 -0.065999999999999989 -0.14867499999999997 -0.16130499999999998 1.0000000180025095e-35 -0.09633499999999999 0.26768500000000006 -0.17840999999999999 -0.087699999999999986 0.079890000000000017 0.0097750000000000007 -0.060454999999999995 -0.52313499999999991 -0.079249999999999987 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
left_child=2 12 -1 6 7 -3 -4 8 -5 10 -10 -6 -2 -14 15 19 18 -7 -17 -15 23 -22 -18 -19 -25
right_child=1 5 3 4 11 17 -8 -9 9 -11 -12 -13 13 14 -16 16 22 20 -20 -21 21 -23 -24 24 -26
leaf_value=0.0013770350911984826 0.0017828474568298521 0.00067084368784795889 0.00088774032847015487 0.0015425570242909624 0.00081559740922152227 0.00096239350754936471 0.00036390429243034417 0.00065567589842791603 0.0011015215365666859 0.0013681639630422542 0.00051783708717724258 0.00026310052507081294 0.0010245936363826099 0.0010518937428066466 0.0017422127390523783 0.0016000900690869245 0.0013870666197207944 0.0014603125038863388 0.0014532724798198978 0.001371092658021203 0.0009446624608160049 0.0012720491355113213 0.0010675613900660375 0.0011200177646988447 0.0013872234389092726
leaf_weight=71 63 52 69 54 85 63 99 54 132 91 64 55 61 67 85 290 52 81 968 96 52 73 53 56 70
leaf_count=71 63 52 69 54 85 63 99 54 132 91 64 55 61 67 85 290 52 81 968 96 52 73 53 56 70
internal_value=0 0.00139351 0.000905573 0.000857907 0.000945341 0.00115396 0.000579261 0.00106808 0.00113328 0.00105615 0.00091111 0.000598797 0.00145521 0.00144285 0.00145866 0.00144284 0.00146706 0.00121747 0.00148715 0.0012401 0.00126577 0.00113614 0.00122613 0.00134388 0.00126875
internal_weight=0 2182 774 703 535 447 168 395 341 287 196 140 1735 1672 1611 1526 1363 395 1258 163 332 125 105 207 126
internal_count=2956 2182 774 703 535 447 168 395 341 287 196 140 1735 1672 1611 1526 1363 395 1258 163 332 125 105 207 126
is_linear=0
shrinkage=0.0032998


Tree=4397
num_leaves=10
num_cat=0
split_feature=2 147 4 15 159 11 448 34 2
split_gain=1.00023 0.361592 0.373668 0.377169 0.721158 0.695282 0.34949 0.353608 0.432487
threshold=0.16730000000000003 0.090425000000000019 -0.50946499999999995 -0.41956999999999994 0.087060000000000012 0.091445000000000012 -0.076874999999999985 -0.081629999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -5 -8 -9
right_child=-2 -3 3 5 -6 -7 7 8 -10
leaf_value=-0.0034631968987196642 -0.012753020553609246 -0.0021997333607615072 -0.011777677642453601 0.022029726124392038 0.011650694898139856 0.027270077633558494 0.020887309885930624 -0.0062171134819664492 0.0083552186750263744
leaf_weight=75 68 97 72 54 77 58 62 59 2334
leaf_count=75 68 97 72 54 77 58 62 59 2334
internal_value=0 0.00788662 0.00823781 0.00856158 0.000317544 0.0090394 0.00861725 0.0083215 0.00799518
internal_weight=0 2888 2791 2716 149 2567 2509 2455 2393
internal_count=2956 2888 2791 2716 149 2567 2509 2455 2393
is_linear=0
shrinkage=0.16829


Tree=4398
num_leaves=28
num_cat=0
split_feature=12 3 12 96 15 151 16 3 3 16 16 16 12 3 3 49 15 12 15 15 16 16 483 16 12 3 16
split_gain=37.8036 10.2486 6.48642 6.02207 4.07019 5.38953 2.97872 1.40607 2.88699 1.36482 1.18626 1.17168 1.10384 1.33539 0.87162 0.686783 0.566906 0.551901 0.444733 0.81459 0.458522 0.4028 0.379941 0.427832 0.470124 0.301762 0.0830387
threshold=0.056995000000000011 0.28833000000000003 0.098595000000000016 1.0000000180025095e-35 -0.38214499999999996 -0.024429999999999997 -0.40430999999999989 0.10402500000000002 0.018975000000000002 0.0077850000000000011 -0.062749999999999986 0.26538000000000006 0.092855000000000007 -0.15105999999999997 -0.10859999999999999 0.059130000000000009 0.062230000000000008 -0.083219999999999988 -0.035654999999999992 0.091490000000000016 0.40422000000000008 -0.0030649999999999996 -0.091559999999999989 0.23074000000000003 0.083535000000000012 -0.078584999999999988 -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
left_child=1 3 12 4 -1 10 -4 8 17 15 -6 -11 13 -2 -15 16 -8 -7 20 -20 -14 -10 -16 24 -24 -21 -18
right_child=2 -3 6 -5 5 7 9 -9 21 11 -12 -13 18 14 22 -17 26 -19 19 25 -22 -23 23 -25 -26 -27 -28
leaf_value=0.0009352302188338201 0.0026624087264067045 0.00030530607892987732 0.0010305413982807461 0.00052581796039960201 0.0008320907242099719 0.001525733903871196 0.0016712012400730888 0.0014886337491311955 0.0022173970932227284 0.0012766070961758118 0.0014228908499541344 0.0018648634986001343 0.0017480721716711042 0.0018278144477234595 0.0024946843152619707 0.0023407567824409721 0.00215094031981467 0.0019124212240555747 0.0023910931859715558 0.0017899837351388161 0.002150429855941184 0.0026284676262280024 0.0025587059347312361 0.0019746055588407353 0.0022407369695982616 0.0021061655958361692 0.0019618838439151025
leaf_weight=102 87 102 52 72 73 82 63 77 56 62 76 93 81 55 71 59 63 82 93 53 52 52 55 64 1027 97 55
leaf_count=102 87 102 52 72 73 82 63 77 56 62 76 93 81 55 71 59 63 82 93 53 52 52 55 64 1027 97 55
internal_value=0 0.00128036 0.00212931 0.00142831 0.00153655 0.00165964 0.00177446 0.00188409 0.00199592 0.00187231 0.00113367 0.00162979 0.00222071 0.00226475 0.00223753 0.00202879 0.0019269 0.00171929 0.00206143 0.00214654 0.00190565 0.00241565 0.00225601 0.0022412 0.00225693 0.00199468 0.00206312
internal_weight=0 774 2182 672 600 498 447 349 272 395 149 155 1735 1359 1272 240 181 164 376 243 133 108 1217 1146 1082 150 118
internal_count=2956 774 2182 672 600 498 447 349 272 395 149 155 1735 1359 1272 240 181 164 376 243 133 108 1217 1146 1082 150 118
is_linear=0
shrinkage=0.0032998


Tree=4399
num_leaves=23
num_cat=0
split_feature=2 39 3 2 151 15 15 484 13 2 13 1429 3 150 2 2 3 484 130 160 106 15
split_gain=12.2437 5.17472 4.10697 2.38607 1.60405 1.7187 1.07904 1.204 1.09377 1.02315 1.0413 0.97077 0.724179 0.7115 0.685629 0.778495 0.612536 0.549694 0.433639 0.407477 0.300822 0.149001
threshold=0.12001500000000002 0.0047850000000000011 0.11745500000000002 0.16730000000000003 -0.056409999999999995 -0.12776499999999999 -0.021954999999999999 -0.084749999999999978 0.032645000000000007 -1.0000000180025095e-35 -0.014114999999999997 0.084690000000000015 -0.10175499999999998 0.08926000000000002 0.10362500000000001 0.11098000000000001 -0.012504999999999997 0.079595000000000013 0.085970000000000005 0.04198000000000001 0.084470000000000017 -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 6 4 -2 -6 8 19 13 20 -11 16 -10 14 17 -16 18 -1 -9 -8 -3 -7
right_child=3 9 -4 -5 5 21 7 11 12 10 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0013428930725316248 0.00022909034371037208 0.00040776883869414937 0.0006651345698233072 5.0317170485223276e-05 0.00056257502105134215 0.001301130380154226 0.0019121367355692477 0.0013566237259326549 0.00067214792273804656 0.001312747616236565 0.0007030917785581358 0.0010255982531404771 0.0012225643756251466 0.00098777077965381656 0.0008533983937757131 0.0013901225229208858 0.0016664277293235575 0.001629666247382639 0.0015493984678487842 0.0015445307284204289 0.00075349440807415439 0.0010462571922039299
leaf_weight=464 52 55 98 68 97 52 60 1000 53 64 59 80 52 70 62 57 90 88 149 77 56 53
leaf_count=464 52 55 98 68 97 52 60 1000 53 64 59 80 52 70 62 57 90 88 149 77 56 53
internal_value=0 0.00128173 0.00132742 0.000599861 0.000746845 0.000879954 0.0013556 0.00141026 0.00126148 0.000812936 0.0010206 0.00137954 0.000945071 0.00130627 0.00133944 0.00111078 0.00140237 0.00138867 0.00138165 0.00170578 0.000582506 0.00117282
internal_weight=0 2634 2400 322 254 202 2302 1456 846 234 123 1319 105 741 671 119 1239 552 1149 137 111 105
internal_count=2956 2634 2400 322 254 202 2302 1456 846 234 123 1319 105 741 671 119 1239 552 1149 137 111 105
is_linear=0
shrinkage=0.0032998


Tree=4400
num_leaves=15
num_cat=0
split_feature=1 402 0 1455 12 124 33 42 402 41 12 13 401 13
split_gain=1.00625 0.539796 0.770005 0.406102 0.333238 0.312835 0.36468 0.359449 0.356115 0.32244 0.211502 0.203907 0.199023 0.0779936
threshold=0.15099500000000002 0.095250000000000015 -0.075434999999999988 -0.071544999999999984 0.087605000000000002 -0.088344999999999993 1.0000000180025095e-35 -0.09361499999999999 0.08406000000000001 0.086260000000000017 0.085280000000000009 0.032645000000000007 0.084260000000000015 -0.082644999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 -1 -5 7 10 9 -9 -7 -12 -3 -14
right_child=-2 2 -4 5 -6 6 -8 8 -10 -11 11 -13 13 -15
leaf_value=0.028057506889321893 -0.011734551103561912 0.019238773462956993 0.035180553143072675 -0.0037644218138175611 0.0094525198991330939 0.023661487512043167 0.022631965856473649 0.0080445834064005496 -0.0027593630690893618 0.020576885008522602 0.016380081545099498 0.0044471125833139757 0.012114357524732285 0.002970902291860685
leaf_weight=57 63 69 54 56 53 59 54 2103 84 60 110 65 54 53
leaf_count=57 63 69 54 56 53 59 54 2103 84 60 110 65 54 53
internal_value=0 0.00974892 0.0175837 0.0090811 0.0191096 0.00865465 0.0089297 0.00863074 0.00797534 0.00839305 0.0149166 0.0119581 0.0121744 0.00760215
internal_weight=0 2931 230 2701 110 2591 2535 2481 2247 2163 234 175 176 107
internal_count=2994 2931 230 2701 110 2591 2535 2481 2247 2163 234 175 176 107
is_linear=0
shrinkage=0.16829


Tree=4401
num_leaves=14
num_cat=0
split_feature=1456 52 48 1452 15 150 48 15 158 13 481 43 43
split_gain=0.496751 0.482081 0.441073 0.437478 0.413713 0.411268 0.41831 0.390971 0.409579 0.376641 0.289432 0.321288 0.288533
threshold=-0.085589999999999986 0.18879500000000002 0.14093000000000003 0.093915000000000012 -0.2987999999999999 0.095565000000000011 -0.087924999999999989 -0.46483499999999994 0.087070000000000022 -0.085784999999999986 -0.086854999999999988 0.090280000000000013 -0.081584999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 6 -6 8 -2 -7 -8 -12 -11
right_child=2 -3 -4 -5 5 9 10 -9 -10 12 11 -13 -14
leaf_value=0.025800017129380251 0.015365262768683252 0.0050378093618278063 -0.0068790973733434072 -0.0075557713326501628 0.023130776548981009 -0.0094124702289133388 0.018781085688021445 -0.0071213196686470042 -0.0042136434444057696 0.014089094292870431 0.0076645488706693007 0.014167852816866383 -0.00084458874497920643
leaf_weight=82 72 52 61 53 59 64 79 97 52 68 1933 243 79
leaf_count=82 72 52 61 53 59 64 79 97 52 68 1933 243 79
internal_value=0 0.0177564 0.00726233 0.00757116 0.00786378 0.00847498 0.00912367 0.000872526 0.00714027 0.00135234 0.00875639 0.00839162 0.00605129
internal_weight=0 134 2860 2799 2746 2525 2314 221 124 211 2255 2176 147
internal_count=2994 134 2860 2799 2746 2525 2314 221 124 211 2255 2176 147
is_linear=0
shrinkage=0.16829


Tree=4402
num_leaves=24
num_cat=0
split_feature=4 3 3 43 123 0 0 12 12 3 49 156 3 3 16 160 0 3 16 3 133 4 16
split_gain=30.8325 12.7404 7.55392 6.86728 3.40865 2.90009 2.77369 2.04663 1.96671 1.77893 1.38194 1.62453 1.20703 1.20087 0.909879 1.30981 0.873525 0.755551 0.748105 0.72683 0.581573 0.51032 0.43551
threshold=0.31392000000000003 -0.07298499999999998 0.28833000000000003 -0.035884999999999993 1.0000000180025095e-35 -0.15029999999999996 -0.105195 0.11619500000000001 0.081685000000000021 -0.010434999999999998 -0.071579999999999991 0.093155000000000002 -0.16100499999999998 0.093925000000000022 0.0054050000000000009 -0.079974999999999991 -0.10726999999999999 0.12168500000000002 -0.026479999999999997 0.040040000000000006 -0.067374999999999977 -0.012865 0.062500000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 7 -1 17 18 -7 -8 -5 13 -10 19 16 -16 -14 -2 -3 -12 -18 -6 -17
right_child=6 2 -4 10 21 8 9 -9 12 -11 11 -13 14 -15 15 22 20 -19 -20 -21 -22 -23 -24
leaf_value=0.0029622062138262781 0.0015353751381196471 0.002194192825081188 0.0006495011316370084 0.0025556173795742193 0.0011934913604531652 0.0016140692929983214 0.001038665924743756 0.0011374804441693107 0.0026008024618885653 0.00039413215212856934 0.0019321232303300365 0.0025288247784992918 0.0018759466052139561 0.0015686228802103029 0.0015565121379446064 0.0018646118322168711 0.0023797036458389756 0.0010298374917356613 0.0016914005990505804 0.0023665119086611779 0.0022077550272961688 0.00074059070205500155 0.0021828106201343053
leaf_weight=54 82 57 67 55 52 64 93 53 81 94 204 54 74 85 53 60 287 54 77 54 934 58 248
leaf_count=54 82 57 67 55 52 64 93 53 81 94 204 54 74 85 53 60 287 54 77 54 934 58 248
internal_value=0 0.00205566 0.00171185 0.00180684 0.00141667 0.00220688 0.000976043 0.00168804 0.00218421 0.000714864 0.00206313 0.00199481 0.00220519 0.00191064 0.00218582 0.00203817 0.00222696 0.00133491 0.00190554 0.00202318 0.0022482 0.000955009 0.00212094
internal_weight=0 2671 816 749 297 1855 323 187 1801 187 452 397 1737 343 1656 361 1295 136 134 258 1221 110 308
internal_count=2994 2671 816 749 297 1855 323 187 1801 187 452 397 1737 343 1656 361 1295 136 134 258 1221 110 308
is_linear=0
shrinkage=0.0032998


Tree=4403
num_leaves=12
num_cat=0
split_feature=2 40 10 16 9 2 401 14 1447 15 157
split_gain=0.86347 0.358765 0.340754 0.309703 0.3262 0.322604 0.437256 0.467239 0.314605 0.668821 0.212563
threshold=0.25063000000000007 0.09888000000000001 0.057650000000000007 -0.54752499999999993 -1.0000000180025095e-35 0.098290000000000002 1.0000000180025095e-35 -0.13131999999999996 -0.083839999999999984 -0.0062949999999999994 0.085650000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 8 7 -7 9 -6 -10
right_child=-2 -3 -4 4 5 6 -8 -9 10 -11 -12
leaf_value=0.021381689014914145 -0.012584215634282414 -0.005516528935511693 -0.0030125533424951783 -0.0032490032986841086 0.0031743582731470214 0.020580380924820348 -0.0072127355768879988 0.0057993311859714392 0.009118344402632839 0.02779359361935084 0.019023171642834822
leaf_weight=55 57 52 70 64 52 67 65 644 1725 79 64
leaf_count=55 57 52 70 64 52 67 65 644 1725 79 64
internal_value=0 0.00831669 0.00856665 0.00885522 0.00860495 0.00888702 0.0059856 0.00719473 0.0100587 0.0180348 0.00947369
internal_weight=0 2937 2885 2815 2760 2696 776 711 1920 131 1789
internal_count=2994 2937 2885 2815 2760 2696 776 711 1920 131 1789
is_linear=0
shrinkage=0.16829


Tree=4404
num_leaves=15
num_cat=0
split_feature=1 150 150 4 49 160 40 43 13 16 13 4 13 3
split_gain=0.57794 0.326728 0.400259 0.314785 0.70583 1.08128 0.302764 0.413883 1.14167 0.521403 0.410562 0.361952 0.354212 0.223876
threshold=0.14787500000000001 0.089155000000000012 0.084270000000000012 0.40441500000000002 -0.070754999999999985 -0.064814999999999984 0.053385000000000009 0.086765000000000023 -0.16140499999999997 -0.17773999999999998 0.26379000000000002 -0.077654999999999988 -0.083274999999999988 -0.074959999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 -6 7 8 -1 -9 12 -11 -10 -13
right_child=-2 3 -4 -5 5 -7 -8 9 10 11 -12 13 -14 -15
leaf_value=-0.015846012094484663 -0.0076994944588981915 0.009021578135775421 0.018841131515505722 0.012714621941376526 0.0052433568882166472 -0.027251869260754551 -0.0052932059369008837 0.026261651456206882 0.010463982049319594 0.020907284266603106 0.020288571404530921 -0.0030279999476375639 0.0055524032297948863 0.010233983237819573
leaf_weight=62 78 97 86 55 60 56 54 69 573 56 67 59 1530 92
leaf_count=62 78 97 86 55 60 56 54 69 573 56 67 59 1530 92
internal_value=0 0.00696846 0.00753533 0.00136079 -0.00156252 -0.0104285 0.00715512 0.00742386 0.00666206 0.013578 0.00730598 0.00934146 0.00689151 0.00504025
internal_weight=0 2916 2648 268 213 116 2562 2508 2232 276 2170 207 2103 151
internal_count=2994 2916 2648 268 213 116 2562 2508 2232 276 2170 207 2103 151
is_linear=0
shrinkage=0.16829


Tree=4405
num_leaves=20
num_cat=0
split_feature=160 2 147 3 12 159 1213 1213 128 50 16 12 12 16 52 16 2 2 2
split_gain=0.38424 0.416277 0.502607 0.620713 0.488471 0.347527 0.31084 0.322812 0.322024 0.274231 0.274007 0.352986 0.342276 0.249393 0.804257 0.410602 0.38372 0.372481 0.162335
threshold=-0.55171499999999984 0.10859000000000001 0.089245000000000005 -0.13117499999999996 0.091395000000000018 0.10016000000000001 0.104315 0.24464000000000002 0.11205500000000002 0.11830500000000001 0.0071000000000000013 -1.0000000180025095e-35 0.084065000000000015 -0.0032799999999999995 -0.23047999999999999 -0.40885499999999991 0.12551500000000002 0.11693000000000002 0.12750000000000003
decision_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 9 8 -8 10 13 11 -5 -12 15 17 18 -17 -15 -3
right_child=1 5 -4 6 -6 -7 7 -9 -10 -11 12 -13 -14 14 -16 16 -18 -19 -20
leaf_value=-0.0085676254633104826 0.0090289446226197549 0.0061485580480261197 -0.0070834420884954294 -0.00077396177685184434 0.02685325583084033 -0.0075300447647064792 -0.011552457033532717 0.0067561994214370182 -0.0062917879670089036 -0.0071287989191234418 0.018003837448520004 0.0070332651346503971 0.0075838763917864919 -0.0015467529126342926 -0.014758006659141773 0.0077366833305293446 0.025761525933076002 0.017862667348894443 -0.0060478812226607932
leaf_weight=55 103 74 73 187 76 97 55 54 52 61 133 1311 275 53 66 95 52 59 53
leaf_count=55 103 74 73 187 76 97 55 54 52 61 133 1311 275 53 66 95 52 59 53
internal_value=0 0.00561749 0.00664673 0.00709379 0.0166068 0.00170175 0.0062691 -0.00246563 0.00675627 0.00345083 0.0071132 0.00605747 0.010985 0.00488259 -1.18481e-05 0.00806875 0.014125 0.00866181 0.00104456
internal_weight=0 2929 2319 2246 179 610 2067 109 1958 513 1906 1498 408 452 178 274 147 112 127
internal_count=2984 2929 2319 2246 179 610 2067 109 1958 513 1906 1498 408 452 178 274 147 112 127
is_linear=0
shrinkage=0.16829


Tree=4406
num_leaves=11
num_cat=0
split_feature=390 3 1429 3 13 0 48 48 0 399
split_gain=0.347981 0.29935 0.363822 0.342517 0.794389 0.477402 0.476113 0.332745 0.375383 0.264499
threshold=0.086130000000000012 -0.23394499999999999 0.094215000000000007 0.12478500000000002 -0.062109999999999992 -0.23146499999999998 0.088965000000000002 -0.083779999999999979 -0.16199999999999995 0.09173000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -3 -5 -7 -9 -10
right_child=-2 2 -4 4 -6 7 -8 8 9 -11
leaf_value=0.01410730286527506 -0.008796721898380001 0.018714348035161903 -0.008671932090833008 0.011513093144886856 -0.019926637677544511 0.017884010638159985 -0.0081891505812828162 -0.0064622835865748391 0.0046092615684086092 0.015427455625188241
leaf_weight=93 55 72 59 94 52 54 55 85 2299 66
leaf_count=93 55 72 59 94 52 54 55 85 2299 66
internal_value=0 0.0047035 0.00439449 0.00467275 -0.00201173 0.00519502 0.0042284 0.00480557 0.00451658 0.00491192
internal_weight=0 2929 2836 2777 201 2576 149 2504 2450 2365
internal_count=2984 2929 2836 2777 201 2576 149 2504 2450 2365
is_linear=0
shrinkage=0.16829


Tree=4407
num_leaves=20
num_cat=0
split_feature=44 11 1447 42 15 4 15 0 4 15 49 51 40 133 1204 15 15 150 401
split_gain=0.332593 0.448004 0.321093 0.730965 0.398432 0.647138 0.674799 0.408612 0.436591 0.558059 0.407075 0.450605 0.355049 0.334338 0.208267 0.274517 0.189317 0.186799 0.132356
threshold=1.0000000180025095e-35 0.093845000000000026 -0.084999999999999978 0.086335000000000009 0.039965000000000007 -0.097349999999999978 0.090075000000000002 -0.14720499999999997 0.0019650000000000002 -0.15973499999999999 -0.081404999999999991 0.116525 -0.081239999999999993 -0.064884999999999984 -0.082199999999999981 0.084535000000000013 0.092495000000000008 0.086645000000000014 0.091505000000000017
decision_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 -4 -10 17 12 -12 16 -15 -16 18 -9 -7
right_child=-2 -3 4 -5 5 13 -8 10 9 -11 11 -13 -14 14 15 -17 -18 -19 -20
leaf_value=0.006645199241327236 0.016444658861965916 -0.010689845483742208 -0.016049906335423351 -0.018701621548771103 0.032333078901554638 0.005446952971070263 0.0062520703912712534 -0.01252088796394284 -0.012677096737362135 0.0091491858384334726 0.01655795606533348 -0.006658533507012899 0.0045226977173129304 0.01202315174092693 -0.0093043505739849423 0.003448914775603332 0.019571978080281324 0.00039545708640294355 0.015046565974584255
leaf_weight=74 57 62 64 57 54 146 59 59 54 86 74 97 1157 71 52 584 52 68 57
leaf_count=74 57 62 64 57 54 146 59 59 54 86 74 97 1157 71 52 584 52 68 57
internal_value=0 0.00345578 0.00376252 -0.00436986 0.00415285 0.00667765 0.0187315 0.00251574 -0.00453396 0.000717644 0.00350538 0.00437664 0.00524764 0.0052599 0.00337197 0.00240337 0.0104872 -0.0055909 0.00815126
internal_weight=0 2927 2865 131 2734 1075 113 1659 204 140 1455 1328 1231 962 707 636 255 127 203
internal_count=2984 2927 2865 131 2734 1075 113 1659 204 140 1455 1328 1231 962 707 636 255 127 203
is_linear=0
shrinkage=0.16829


Tree=4408
num_leaves=18
num_cat=0
split_feature=447 51 2 43 13 15 13 14 2 2 484 1446 1446 123 43 2 12
split_gain=0.37933 0.330806 0.526163 0.61016 0.482877 0.479111 0.61046 0.471665 0.361374 0.358773 0.289138 0.303062 0.469572 0.245015 0.224261 0.195648 0.178356
threshold=0.091410000000000005 -0.22508999999999998 0.097005000000000022 -0.22491499999999998 -0.43902499999999994 -0.031624999999999993 0.0057500000000000008 -1.0000000180025095e-35 -0.15154999999999999 0.089545000000000013 -0.15475999999999998 0.088585000000000011 1.0000000180025095e-35 0.084000000000000005 0.0049250000000000014 0.10682000000000001 0.097060000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 8 -4 -5 6 7 -6 -3 -1 -10 12 13 -12 15 -7 -11
right_child=-2 2 3 4 5 14 -8 -9 10 16 11 -13 -14 -15 -16 -17 -18
leaf_value=0.00064902951821637017 -0.010156849567522587 0.01736480544441325 -0.015989060264745263 -0.014342413028946843 0.013851375461790447 0.015216331776227049 -0.018550781738530066 -0.0023126691719916647 0.013238598366544301 0.022116270559848179 0.0032096254751322762 0.013140732536771501 -0.0088188650602834678 0.013133624580127082 -0.0015914510941615128 0.0051879230223496322 0.0088771428711149417
leaf_weight=70 60 59 68 56 63 99 54 271 91 62 1533 88 90 74 65 126 55
leaf_count=70 60 59 68 56 63 99 54 271 91 62 1533 88 90 74 65 126 55
internal_value=0 0.00335384 0.00288504 -0.000737426 0.000673084 0.00191595 -0.00194804 0.000730859 0.00438737 0.0102058 0.00397827 0.00350517 0.00300445 0.00366773 0.0070919 0.00960841 0.0159081
internal_weight=0 2924 2737 802 734 678 388 334 1935 187 1876 1785 1697 1607 290 225 117
internal_count=2984 2924 2737 802 734 678 388 334 1935 187 1876 1785 1697 1607 290 225 117
is_linear=0
shrinkage=0.16829


Tree=4409
num_leaves=12
num_cat=0
split_feature=475 11 10 9 1453 2 402 1 133 12 2
split_gain=0.303401 0.293771 0.26707 0.259112 0.240728 0.228507 0.518388 0.496515 1.37885 0.535495 0.37992
threshold=1.0000000180025095e-35 0.090715000000000004 -0.084119999999999986 -1.0000000180025095e-35 -0.082189999999999999 0.084745000000000015 0.10893000000000001 0.077375000000000013 -1.0000000180025095e-35 -0.063029999999999989 0.076510000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 10 9 -9 -7 -6
right_child=-2 -3 3 4 5 7 -8 8 -10 -11 -12
leaf_value=0.011387040904100615 0.011776391722043303 -0.0086745035049739898 -0.0071003685339315189 -0.0083101210419822911 0.0039121892862708776 0.020069393351540607 -0.0095944748773255598 -0.026222999892181891 0.00047147943918833128 0.0027704854113600563 0.01229327434370496
leaf_weight=93 98 68 82 57 543 53 63 62 471 1180 214
leaf_count=93 98 68 82 57 543 53 63 62 471 1180 214
internal_value=0 0.00224981 0.00251405 0.00221057 0.00250013 0.0027391 0.00506174 0.00165962 -0.00263032 0.00351553 0.00628385
internal_weight=0 2886 2818 2725 2643 2586 820 1766 533 1233 757
internal_count=2984 2886 2818 2725 2643 2586 820 1766 533 1233 757
is_linear=0
shrinkage=0.16829


Tree=4410
num_leaves=18
num_cat=0
split_feature=160 2 150 1444 3 0 160 16 3 2 0 4 47 52 160 2 43
split_gain=0.509375 0.498759 0.41813 0.658131 0.520409 0.359795 0.358952 0.427877 0.623659 0.333156 0.316169 0.476447 0.307518 0.23819 0.18662 0.185339 0.0940918
threshold=0.084480000000000013 0.25063000000000007 0.082965000000000025 -0.069054999999999991 -0.088584999999999983 -0.16199999999999995 0.088080000000000006 -0.015439999999999997 -0.076704999999999982 0.14492000000000002 -0.084964999999999985 -0.0024899999999999996 0.118245 -0.090084999999999985 0.11970500000000002 0.11523000000000001 -0.084114999999999981
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 15 -2 14 16 12 11 -6 13 -7 -8 -5 -9
right_child=6 -3 4 5 10 9 7 8 -10 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.020509583755713233 0.018466039699927068 -0.015417836847174108 -0.019669980651907139 -0.0013891497926284842 0.0064743369865374149 -0.0025837655855853177 0.016349008690245713 0.0017188707730463775 -0.015832674143159725 0.014845742944343756 0.0082578120375885779 -0.013521253805247234 0.011977395424348738 0.0021645796316023722 0.0038364251052623011 -0.014928126062898431 0.01133181939466071
leaf_weight=53 69 52 55 63 55 369 92 63 53 56 67 87 79 1576 54 53 54
leaf_count=53 69 52 55 63 55 369 92 63 53 56 67 87 79 1576 54 53 54
internal_value=0 0.000893366 0.0012316 0.00197592 -0.00510242 0.0015278 0.00745947 0.00505046 -0.00067842 0.00203718 -0.00126026 -0.00576383 0.00168191 0.00126281 0.0117334 -0.00759055 0.00617097
internal_weight=0 2565 2513 2249 264 2196 385 316 170 2080 209 142 2024 1945 146 116 117
internal_count=2950 2565 2513 2249 264 2196 385 316 170 2080 209 142 2024 1945 146 116 117
is_linear=0
shrinkage=0.16829


Tree=4411
num_leaves=13
num_cat=0
split_feature=399 2 1 1210 403 12 10 39 43 16 13 43
split_gain=0.411204 0.350222 0.47066 0.30278 0.494713 0.349877 0.484179 0.395514 0.392973 0.218056 0.34367 0.274839
threshold=0.09198000000000002 0.25063000000000007 0.14684500000000003 -0.079364999999999977 -0.088579999999999978 0.098595000000000016 -0.012394999999999998 0.099350000000000008 -0.14724999999999996 0.41476000000000007 0.11466000000000001 0.14824000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -5 8 -8 10 11 -7
right_child=-2 -3 -4 5 -6 9 7 -9 -10 -11 -12 -13
leaf_value=-0.016720030739981396 -0.010841723926228689 -0.011049427714769591 0.017760053981837474 0.018269833952019837 0.0041074207926260547 -0.010251768668356677 0.013167683139800733 -0.0082418339520504216 0.002501291600692086 0.0060479875923143619 0.006541273979651741 0.0022298696976941106
leaf_weight=64 75 59 53 57 65 194 103 92 1985 70 66 67
leaf_count=64 75 59 53 57 65 194 103 92 1985 70 66 67
internal_value=0 0.00177801 0.0020474 0.00174535 -0.00621165 0.00213572 0.00295318 0.00255187 0.00302832 -0.00246592 -0.00429396 -0.00704079
internal_weight=0 2875 2816 2763 129 2634 2237 2180 2088 397 327 261
internal_count=2950 2875 2816 2763 129 2634 2237 2180 2088 397 327 261
is_linear=0
shrinkage=0.16829


Tree=4412
num_leaves=16
num_cat=0
split_feature=4 474 13 1429 1203 484 474 43 34 13 13 4 41 0 0
split_gain=0.290291 0.282911 0.362101 0.265555 0.277358 0.276715 0.64627 0.347649 0.488245 0.351118 0.329166 0.521684 0.245772 0.276822 0.234502
threshold=0.51395000000000002 0.095575000000000007 -0.021089999999999994 -0.090064999999999992 0.088310000000000013 0.062930000000000014 0.084835000000000008 -0.085594999999999991 -0.0079449999999999989 0.0083850000000000018 -0.085539999999999991 -0.016894999999999997 0.078535000000000008 -0.050064999999999991 -0.094139999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 7 10 12 -9 -10 -7 -12 13 -5 -2
right_child=14 2 -4 4 -6 6 -8 8 9 -11 11 -13 -14 -15 -16
leaf_value=0.013070368188242932 0.00052901464239630712 0.0021026071270350737 0.019895178555667029 0.0046024327425069188 0.010269768357894065 -0.011679022092662529 -0.021357115687199998 0.013575287564574582 0.00032245174730160392 -0.007713602625572219 -0.004941429265826195 0.014453827521158844 -0.0058740518719488993 0.016324703605669452 -0.015196928768110423
leaf_weight=52 53 84 53 392 87 55 52 73 1545 171 91 69 52 67 54
leaf_count=52 53 84 53 392 87 55 52 73 1545 171 91 69 52 67 54
internal_value=0 0.00153603 0.00899898 0.00115753 0.000923441 0.000605979 -0.00452086 0.00120192 9.51134e-05 -0.000477297 -0.000440475 0.00341155 0.0050733 0.00631744 -0.00739065
internal_weight=0 2843 137 2706 2654 2567 267 2300 1789 1716 215 160 511 459 107
internal_count=2950 2843 137 2706 2654 2567 267 2300 1789 1716 215 160 511 459 107
is_linear=0
shrinkage=0.16829


Tree=4413
num_leaves=18
num_cat=0
split_feature=3 1 160 1375 14 3 12 16 12 133 43 1 40 13 160 16 150
split_gain=0.387011 0.284914 0.287628 0.373199 0.322768 0.455781 1.03167 0.705935 0.472434 0.303512 0.263654 0.427014 0.340233 0.263368 0.239357 0.352642 0.16785
threshold=0.31351000000000001 0.14065000000000003 0.084480000000000013 -0.096734999999999988 0.020750000000000005 -0.115685 0.092475000000000016 -0.076029999999999986 0.098595000000000016 0.088035000000000016 0.076280000000000014 0.084775000000000003 -0.084924999999999987 -0.49410499999999996 0.10446500000000002 0.0030150000000000008 0.083810000000000009
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 -5 -8 14 12 -12 -7 -2 16 -16 -4
right_child=13 -3 9 4 -6 10 8 -9 -10 -11 11 -13 -14 -15 15 -17 -18
leaf_value=-0.013379047069044376 -0.00047863351746826687 0.012664978923673157 0.017360394117234113 -0.0026505272742822655 0.010541882610787878 -0.011563472448682667 0.016470789102033014 -0.028436362624489262 -0.0048508780055447048 -0.0035622832382196184 0 -0.017522344737821056 0.0022437691060015119 -0.017372740985542832 0.0096603037780057938 -0.0072680061349121835 0.0054345878550680245
leaf_weight=54 52 62 90 53 92 52 53 70 66 82 153 53 1763 53 92 56 54
leaf_count=54 52 62 90 53 92 52 53 70 66 82 153 53 1763 53 92 56 54
internal_value=0 0.00137889 0.00112681 0.000451886 0.000769791 0.000371723 -0.00652903 -0.01734 0.00463023 0.00546935 0.00119893 -0.00450407 0.0018472 -0.00902325 0.00801178 0.00324286 0.0129007
internal_weight=0 2845 2783 2409 2355 2263 242 123 119 374 2021 206 1815 105 292 148 144
internal_count=2950 2845 2783 2409 2355 2263 242 123 119 374 2021 206 1815 105 292 148 144
is_linear=0
shrinkage=0.16829


Tree=4414
num_leaves=31
num_cat=0
split_feature=1 3 4 49 1 4 47 0 11 3 4 16 1 16 4 4 1212 43 16 16 4 43 52 43 16 0 51 49 3 43
split_gain=20.9765 5.96447 3.24484 1.69908 2.35349 1.22873 1.0355 1.01578 2.03076 1.14699 1.19266 1.0082 0.812754 0.678612 0.671155 0.816324 0.59629 0.537534 0.525087 1.45773 0.776177 0.503928 0.417624 0.399525 0.388953 0.468779 0.374858 0.334252 0.16289 0.159426
threshold=0.10290000000000001 -0.049204999999999992 -0.064209999999999989 -0.026279999999999998 0.089625000000000024 0.41552000000000006 0.085585000000000008 -0.079324999999999993 0.077330000000000024 0.086845000000000019 0.022635000000000006 -0.49353499999999995 0.107145 -0.12080999999999999 0.51367000000000018 0.10055500000000002 0.097595000000000015 -0.075739999999999988 0.066010000000000013 -0.0048749999999999991 -0.50393499999999991 -0.116045 -0.09823999999999998 -0.094084999999999988 -0.093484999999999985 -0.089949999999999988 -0.023324999999999995 0.095920000000000019 -0.07934999999999999 -0.03898999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 -3 4 24 12 11 8 9 10 21 -4 -2 28 15 -13 18 -14 19 23 -20 -5 -23 -9 -1 -26 27 -22 -12 -25
right_child=1 2 6 7 -6 -7 -8 16 -10 -11 13 14 17 -15 -16 -17 -18 -19 20 -21 26 22 -24 29 25 -27 -28 -29 -30 -31
leaf_value=0.0012783144241706389 0.0010214277446790286 0.0013511544574347845 0.0007617010840003859 0.0018781742369378075 0.00086022001307427709 0.00085009209371047481 0.00089815417307830534 0.0017283004391154535 0.0021949364515408483 0.0011137479877830806 0.0016452224771755005 0.00022355303707294167 0.0013021681849787828 0.0010842628759535093 -1.1585699834392451e-05 0.00068996293382032566 0.0017544393341052179 0.0016994820376332693 0.0018611416443641234 0.0010066959299293325 0.0017513811098769855 0.001449861551866778 0.0016535394345370518 0.0012654045773707143 0.0018591400142637666 0.0014245973966614442 0.0012588449805845908 0.0013877818555457597 0.0013825320942249639 0.0014747009670941491
leaf_weight=52 52 57 72 97 94 63 60 55 63 54 54 101 75 65 53 69 67 76 62 102 53 130 829 63 52 59 80 61 55 125
leaf_count=52 52 57 72 97 94 63 60 55 63 54 54 101 75 65 53 69 67 76 62 102 53 130 829 63 52 59 80 61 55 125
internal_value=0 0.00086882 0.000619965 0.00153033 0.00127691 0.00125413 0.000502463 0.00156264 0.00161505 0.00158657 0.0016073 0.000421864 0.00137935 0.00135304 0.000311983 0.000413068 0.00145689 0.00150237 0.00142366 0.00133885 0.00153782 0.00164917 0.00162597 0.00147813 0.00151699 0.00162848 0.00143431 0.00155713 0.001513 0.00140475
internal_weight=0 678 412 2272 257 266 355 2015 1347 1284 1230 295 203 174 223 170 668 151 601 345 256 1056 959 243 163 111 194 114 109 188
internal_count=2950 678 412 2272 257 266 355 2015 1347 1284 1230 295 203 174 223 170 668 151 601 345 256 1056 959 243 163 111 194 114 109 188
is_linear=0
shrinkage=0.0032998


Tree=4415
num_leaves=20
num_cat=0
split_feature=4 39 3 0 14 4 0 16 4 14 16 3 13 0 0 16 51 4 16
split_gain=17.9586 6.74144 4.62473 1.68731 1.65817 1.37822 1.40581 1.18683 1.10784 0.985268 0.948654 0.810543 0.732574 0.638949 0.56292 0.586142 0.433054 0.253784 0.309226
threshold=0.31392000000000003 0.08252000000000001 0.28833000000000003 -0.105195 0.073890000000000011 0.028075000000000006 -0.11991499999999998 -0.088604999999999975 -0.49269499999999994 -0.44847999999999993 -0.43708999999999992 0.12168500000000002 -0.014939999999999998 -0.061204999999999989 -0.087649999999999992 0.51165500000000008 0.089685000000000001 0.24099500000000004 -0.12080999999999999
decision_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 11 5 6 -1 16 -9 -5 -11 -2 -3 -14 17 -16 -8 18 -7
right_child=3 12 -4 9 -6 14 7 8 -10 10 -12 -13 13 -15 15 -17 -18 -19 -20
leaf_value=0.0012767114444536133 0.0012269232970827139 0.0012364308226134465 0.00075680365730707445 0.00090669412645031527 0.0020785080512165416 0.0017927839807285182 0.0019453357786631041 0.0019580336948013212 0.0016247506257362307 0.00061762639171319337 3.3469192620010343e-05 0.00071515736284818749 0.0010838777967467146 0.00060415945933370502 0.0010590321174186379 0.0014921603988368977 0.0016129240934063401 0.0013920930157478363 0.0014750838184330621
leaf_weight=96 82 95 65 53 95 69 234 119 1395 71 53 58 62 60 69 69 54 76 69
leaf_count=96 82 95 65 53 95 69 234 119 1395 71 53 58 62 60 69 69 54 76 69
internal_value=0 0.00157586 0.00162604 0.000744189 0.00165012 0.00163202 0.0016673 0.00168809 0.00165097 0.000529664 0.00036823 0.00101516 0.00101835 0.00084824 0.00144163 0.00127585 0.00188313 0.00154838 0.00163419
internal_weight=0 2627 2410 317 2345 2250 1898 1802 1514 177 124 140 217 122 352 138 288 214 138
internal_count=2944 2627 2410 317 2345 2250 1898 1802 1514 177 124 140 217 122 352 138 288 214 138
is_linear=0
shrinkage=0.0032998


Tree=4416
num_leaves=20
num_cat=0
split_feature=14 16 9 1211 1211 4 16 130 12 12 52 52 1 15 4 40 15 4 16
split_gain=0.524961 0.604824 0.527454 0.365615 0.597833 0.25604 0.439875 0.352086 0.492449 0.793272 0.846534 0.750664 0.555518 0.370653 0.289387 0.24541 0.272858 0.160805 0.129451
threshold=-0.13131999999999996 -0.0087049999999999992 -1.0000000180025095e-35 1.0000000180025095e-35 0.091735000000000011 0.11023000000000001 -0.47730499999999992 -0.081969999999999987 0.080635000000000012 0.083885000000000015 -0.010034999999999999 -0.068039999999999975 0.10790500000000001 0.091060000000000016 -0.016029999999999996 -0.027374999999999997 -0.12431499999999999 0.26777000000000001 -0.080789999999999987
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 5 -5 7 15 -4 11 10 -10 14 -13 -11 -9 -7 -17 -8 -6
right_child=2 -3 3 4 18 6 17 8 9 13 -12 12 -14 -15 -16 16 -18 -19 -20
leaf_value=0.025934911509782988 -0.010597330198923609 0.0032661862610498869 -0.0068703734676297786 0.025912375039553823 0.010477757139786081 0.012539876001155085 -0.0036952069768839131 0.0083626812822814901 0.002517257685579677 0.0052976376441935544 -0.026368101459504613 0.022878878356492566 0.0033302132164953948 -0.0010608722237858428 -0.0036361039389836247 0.0074511411085367773 -0.0058579202070196115 -0.016367388777791151 -0.00096991397979092979
leaf_weight=64 75 70 83 54 52 59 62 124 64 1267 52 138 59 326 105 78 99 53 60
leaf_count=64 75 70 83 54 52 59 62 124 64 1267 52 138 59 326 105 78 99 53 60
internal_value=0 0.0141064 0.00331985 0.00370215 0.0113609 0.00320657 -0.00101273 0.00387508 0.00429366 0.00301605 -0.0104159 0.0094149 0.0170333 0.00399527 0.00285321 0.00314029 0 -0.00955105 0.00432904
internal_weight=0 134 2810 2735 166 2569 351 2218 2135 1709 116 426 197 1593 229 236 177 115 112
internal_count=2944 134 2810 2735 166 2569 351 2218 2135 1709 116 426 197 1593 229 236 177 115 112
is_linear=0
shrinkage=0.16829


Tree=4417
num_leaves=29
num_cat=0
split_feature=1 2 52 0 52 2 1 16 15 1 15 457 2 13 0 15 16 43 42 1446 52 401 13 13 402 43 0 2
split_gain=42.8782 6.77595 4.58195 3.31715 2.66879 2.18085 3.69002 1.5073 2.81578 1.31075 1.27632 1.4588 1.8901 0.819596 0.767037 0.740525 0.718963 0.577312 0.566989 0.532412 0.516057 0.503674 0.494852 0.376833 0.250776 0.207599 0.193089 0.124543
threshold=0.10442000000000001 0.14253500000000002 -0.40011499999999994 -0.06952499999999999 0.12484500000000003 0.092005000000000017 0.092845000000000025 0.08215500000000002 0.050935000000000008 0.079805000000000015 -0.21242999999999998 0.079020000000000021 0.092250000000000013 -0.27740999999999993 -0.15445999999999996 -0.46483499999999994 -0.15190499999999998 -0.07409499999999998 0.086855000000000016 0.088585000000000011 -1.0000000180025095e-35 0.086390000000000008 0.0066400000000000009 -0.0025349999999999995 0.092815000000000022 0.0055950000000000001 -0.14104999999999998 0.10052500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 10 14 17 8 -5 18 15 12 -12 -3 -1 -4 -16 20 -9 21 -7 22 -18 25 -23 -19 -14 -22
right_child=1 13 4 7 -6 6 -8 9 -10 -11 11 -13 26 -15 16 -17 19 23 -20 -21 27 24 -24 -25 -26 -27 -28 -29
leaf_value=0.0023553016356289871 0.0019836339367813563 4.0661302861785519e-06 0.00088157048071291623 0.00097828898362776182 0.0015926068579715721 0.0022428706889965795 0.0010285602502466884 0.0014332078361072365 0.0018113363047392228 0.0021510885937979268 0.0015925602028438849 0.00061137699259875466 0.0010686705695251116 0.00053252782851034028 0.0016670958656763619 0.0003821486560740162 0.0020440569958788788 0.0017624013529175242 0.0018705696849840678 0.0023648779833799725 0.0017947931464934611 0.0023995276374670438 0.0017859532183559666 0.0015485329178518878 0.0021129853324829795 0.0020000794974263649 0.00078514701941001671 0.0020149467779142865
leaf_weight=96 64 53 74 79 79 85 58 70 101 94 80 59 52 81 53 58 947 90 62 62 62 60 91 52 85 80 56 61
leaf_count=96 64 53 74 79 79 85 58 70 101 94 80 59 52 81 53 58 947 90 62 62 62 60 91 52 85 80 56 61
internal_value=0 0.000986055 0.001156 0.00194314 0.00104027 0.00200159 0.00181116 0.0016721 0.00144592 0.00185209 0.000925045 0.00106527 0.00120752 0.000323772 0.00206823 0.000662394 0.00204698 0.00191664 0.0016389 0.00206312 0.0020428 0.00204727 0.00202146 0.00179827 0.0022318 0.00187446 0.000921985 0.00190426
internal_weight=0 656 522 2288 458 1882 488 406 180 226 379 247 188 134 1394 132 1298 430 132 1245 208 1183 1038 222 145 170 108 123
internal_count=2944 656 522 2288 458 1882 488 406 180 226 379 247 188 134 1394 132 1298 430 132 1245 208 1183 1038 222 145 170 108 123
is_linear=0
shrinkage=0.0032998


Tree=4418
num_leaves=21
num_cat=0
split_feature=106 151 2 10 3 1211 1429 151 457 403 403 0 15 49 52 133 133 0 48 13
split_gain=0.838326 0.440974 0.484315 0.476848 0.634003 0.436397 0.43012 0.450329 0.422291 0.374792 0.356533 0.39858 0.34587 0.56902 0.402721 0.266769 0.260495 0.255495 0.245214 0.235538
threshold=0.085275000000000004 -0.41990499999999992 0.086545000000000025 0.057650000000000007 -1.0000000180025095e-35 1.0000000180025095e-35 0.084485000000000018 -0.086824999999999986 0.084010000000000015 -0.085444999999999979 -0.14717499999999997 -0.085674999999999987 -0.074124999999999983 0.016520000000000003 -0.23266999999999996 0.26639000000000007 0.087950000000000014 -0.079964999999999994 0.088750000000000009 -0.080694999999999975
decision_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 9 6 7 8 -4 10 15 -12 14 -14 -9 -3 17 -8 19 -11
right_child=-2 2 5 -5 -6 -7 16 12 -10 18 11 -13 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.019232515247176792 -0.015656355939397969 0.016460697164179167 -0.018729505593800919 -0.0072261966940047216 0.021785039006455873 0.015585275654257923 0.022525624887295256 0.018615598768770999 0.0019397495437801422 0.004264270670444742 0.0048642079331829005 -0.01532614044182965 0.0017422277650356226 -0.011335810748007174 0.0038608120781637788 0.00056793431121273416 0.0017939828391954505 0.0063487484734342497 0.019124161799561799 0.010599053073537344
leaf_weight=60 57 52 59 60 89 73 60 59 53 293 52 59 695 109 475 71 68 52 60 388
leaf_count=60 57 52 59 60 89 73 60 59 53 293 52 59 695 109 475 71 68 52 60 388
internal_value=0 0.00494628 0.00464243 0.00735478 0.0081787 0.0028512 0.0022798 0.00131518 -0.00893248 0.00693485 0.00105458 -0.00585141 0.00217433 -2.85554e-05 0.00549439 0.00730143 0.0100403 0.015031 0.00878935 0.00787615
internal_weight=0 2887 2827 1124 1064 1703 1630 1450 112 975 234 111 1338 804 534 123 180 112 741 681
internal_count=2944 2887 2827 1124 1064 1703 1630 1450 112 975 234 111 1338 804 534 123 180 112 741 681
is_linear=0
shrinkage=0.16829


Tree=4419
num_leaves=13
num_cat=0
split_feature=106 14 52 4 3 16 13 4 11 151 1456 13
split_gain=0.580064 0.437134 0.691776 0.319722 0.615495 0.464757 0.373248 0.294438 0.301329 0.223879 0.320058 0.174732
threshold=0.085275000000000004 -0.13131999999999996 -0.063199999999999992 -0.17006499999999999 -0.15963499999999997 0.25032500000000008 -1.0000000180025095e-35 -0.10023999999999998 0.077600000000000016 0.10051 -0.090374999999999997 0.080625000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -3 -6 9 10 -9 -7
right_child=-2 3 -4 4 7 11 -8 8 -10 -11 -12 -13
leaf_value=0.0013141749809747331 -0.013021551258920974 0.0073947102825939999 0.026285080996933927 -0.012091904229394792 -0.0064507410826587742 -0.0045715376040147363 0.026802603609804073 -0.0055910569446018408 0.016477890065480002 -0.006250204808310858 0.0043308586748271065 0.0087127785247872874
leaf_weight=63 57 55 63 73 80 56 58 96 53 63 2171 56
leaf_count=63 57 55 63 73 80 56 58 96 53 63 2171 56
internal_value=0 0.00411502 0.0138139 0.00367176 0.00313129 0.00975541 0.0173722 0.00358322 0.00392082 0.00363442 0.00390991 0.00205458
internal_weight=0 2887 126 2761 2536 225 113 2463 2383 2330 2267 112
internal_count=2944 2887 126 2761 2536 225 113 2463 2383 2330 2267 112
is_linear=0
shrinkage=0.16829


Tree=4420
num_leaves=20
num_cat=0
split_feature=4 3 39 11 3 11 10 2 4 4 3 39 132 39 15 4 49 49 11
split_gain=23.9211 10.7846 7.60141 3.09988 2.85905 2.07998 1.70252 1.61597 1.13659 1.17836 1.62766 1.08415 1.02061 0.747961 0.426821 0.377443 0.369274 0.561873 0.0292345
threshold=0.31392000000000003 0.28833000000000003 0.08456000000000001 1.0000000180025095e-35 0.3148450000000001 0.084110000000000004 -1.0000000180025095e-35 0.099845000000000003 -0.39175499999999991 -0.10429499999999998 0.088880000000000015 0.096625000000000016 0.087505000000000013 0.094095000000000026 -0.43587999999999999 0.41464000000000006 -0.013329999999999998 0.11756500000000002 0.091055000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 11 -5 -4 8 -1 -10 -11 14 16 -8 -2 -16 -9 -18 -7
right_child=4 -3 6 5 -6 18 13 12 9 10 -12 -13 -14 -15 15 -17 17 -19 -20
leaf_value=0.0022549708033787418 0.0011893502593595313 0.0003756519486331118 0.00062639478614662529 0.0026678326332227891 8.8567908179412811e-05 0.0019888146141848807 0.0015633057698188715 0.0013785757485217499 0.0013008187003912129 0.0018176277987952125 0.0012433815702682955 0.000484598012001027 0.001128808273258265 0.0010885591057928289 0.0010797271364577923 0.00069620125930316924 0.0017575199601286382 0.0013880201512854616 0.0018566978958828844
leaf_weight=58 82 65 55 68 60 52 68 55 54 1621 56 56 52 79 53 61 215 58 52
leaf_count=58 82 65 55 68 60 52 68 55 54 1621 56 56 52 79 53 61 215 58 52
internal_value=0 0.00170359 0.00173752 0.00179054 0.00073658 0.00221773 0.00112289 0.00175665 0.00179829 0.00178297 0.00179847 0.000890729 0.00156052 0.00130841 0.00100659 0.000874816 0.00162885 0.00167915 0.0019231
internal_weight=0 2608 2543 2341 312 172 202 2169 1789 1731 1677 252 380 147 196 114 328 273 104
internal_count=2920 2608 2543 2341 312 172 202 2169 1789 1731 1677 252 380 147 196 114 328 273 104
is_linear=0
shrinkage=0.0032998


Tree=4421
num_leaves=28
num_cat=0
split_feature=12 12 13 12 11 0 16 159 0 13 11 0 0 40 43 43 16 157 0 159 16 43 0 13 43 16 12
split_gain=19.9131 4.58941 3.18543 2.21455 2.25055 1.83784 1.54412 1.5064 1.42982 1.4067 1.20952 0.852992 1.64008 0.606382 0.419936 0.45292 0.413294 0.583521 0.418889 0.355777 0.325264 0.321873 0.295772 0.234916 0.232952 0.225462 0.32727
threshold=0.056995000000000011 0.14687000000000003 -0.0015099999999999998 0.092900000000000024 1.0000000180025095e-35 -0.097774999999999987 -1.0000000180025095e-35 0.073745000000000019 -0.11073999999999999 -0.27740999999999993 0.091055000000000011 -0.028049999999999995 -0.10228499999999999 -0.061244999999999994 0.0062300000000000003 -0.017474999999999997 0.19384500000000002 0.00069000000000000008 -0.085784999999999986 0.040460000000000003 -0.09583499999999999 -0.073404999999999984 -0.084369999999999987 -0.016759999999999994 -0.0094449999999999968 -0.080324999999999994 0.10383500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 8 9 13 11 -2 -1 16 12 20 -7 15 19 18 21 23 -10 -4 -18 -16 -5 -17 -20 -27
right_child=1 -3 7 10 -6 6 -8 -9 14 -11 -12 -13 -14 -15 22 24 17 -19 25 -21 -22 -23 -24 -25 -26 26 -28
leaf_value=0.00067367117833159378 0.0011276056295976842 0.00060276024900699084 0.00081698490042500602 0.0015014991698635359 0.0021516273222394362 0.00053280849315845565 0.00094196018217306682 0.0015298929965148868 0.0016646873803350987 0.0012709597644667817 0.00097194999892006553 0.0007086414861862927 0.0015556104508399134 0.00011179190422754057 0.0016289077255321272 0.0019149190305902176 0.0013999610733951152 0.0016463422528047941 0.0017284137469186973 0.0014635277005523115 0.001115265159896418 0.0010872965691387051 0.0013156461724078668 0.0012082877358523484 0.0017215433464188247 0.0016140263581233946 0.0013645059970449752
leaf_weight=79 59 53 87 66 98 92 74 93 552 95 55 64 72 63 72 100 74 55 97 120 76 73 64 58 247 198 84
leaf_count=79 59 53 87 66 98 92 74 93 552 95 55 64 72 63 72 100 74 55 97 120 76 73 64 58 247 198 84
internal_value=0 0.00156267 0.000950339 0.0015872 0.00166948 0.00074409 0.000549506 0.00116229 0.00163053 0.00099998 0.00144512 0.00104783 0.00114005 0.000361913 0.00165619 0.00167944 0.00148198 0.0013544 0.00153315 0.00162882 0.000956277 0.00124493 0.00148175 0.00136464 0.00177737 0.00158819 0.00153983
internal_weight=0 2125 795 2072 1312 403 229 392 1214 174 760 299 235 155 1155 1019 705 202 503 672 163 147 136 124 347 379 282
internal_count=2920 2125 795 2072 1312 403 229 392 1214 174 760 299 235 155 1155 1019 705 202 503 672 163 147 136 124 347 379 282
is_linear=0
shrinkage=0.0032998


Tree=4422
num_leaves=11
num_cat=0
split_feature=1 160 1375 399 14 399 160 12 1447 132
split_gain=2.06141 0.469685 0.325301 0.308149 0.252432 0.245499 0.204353 0.334774 0.322881 0.0839368
threshold=0.14787500000000001 -0.54243999999999992 -0.10702499999999998 -0.066479999999999984 0.073890000000000011 0.087625000000000022 0.10110000000000001 0.084395000000000012 -0.085709999999999995 -0.086814999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 8 -8 -5 -7
right_child=-2 2 3 4 -6 9 7 -9 -10 -11
leaf_value=0.018729912055519497 -0.023334626273696483 -0.0071888232776062197 0.017945311694476263 0.014122385623241081 0.013742970887028314 0.0068334348385239467 0.020472307726056835 0.0052241879913964111 0.003417478612481616 0.015616600246561113
leaf_weight=72 73 61 53 83 90 55 56 152 2152 73
leaf_count=72 73 61 53 83 90 55 56 152 2152 73
internal_value=0 0.00530156 0.0049525 0.00522605 0.00497204 0.00466431 0.00428673 0.00933809 0.00381582 0.0118566
internal_weight=0 2847 2775 2714 2661 2571 2443 208 2235 128
internal_count=2920 2847 2775 2714 2661 2571 2443 208 2235 128
is_linear=0
shrinkage=0.16829


Tree=4423
num_leaves=11
num_cat=0
split_feature=1 39 3 398 52 393 1 157 51 1
split_gain=1.42614 0.361808 0.342951 0.304159 0.310179 0.291075 0.276488 0.379073 0.350547 0.0306297
threshold=0.14787500000000001 0.10096000000000001 -0.23098999999999997 1.0000000180025095e-35 0.51578500000000005 0.10340000000000001 0.080320000000000016 -0.07692499999999998 0.11178000000000002 0.12313000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -8 -4 -3
right_child=-2 9 3 -5 -6 -7 7 -9 -10 -11
leaf_value=0.014676022262293522 -0.019407647561427162 -0.002201690764363671 0.0057025098487844678 0.014858029404131648 0.014117601577387709 0.016237928544780879 -0.0072559266593386863 0.0026308897825235485 -0.0073417496499499852 -0.0079307799490990413
leaf_weight=96 73 53 1287 77 85 52 124 957 61 55
leaf_count=96 73 53 1287 77 85 52 124 957 61 55
internal_value=0 0.0044101 0.00478716 0.00442729 0.00411359 0.00377013 0.00350248 0.00149512 0.0051109 -0.00513592
internal_weight=0 2847 2739 2643 2566 2481 2429 1081 1348 108
internal_count=2920 2847 2739 2643 2566 2481 2429 1081 1348 108
is_linear=0
shrinkage=0.16829


Tree=4424
num_leaves=11
num_cat=0
split_feature=2 11 11 2 2 1186 160 481 159 4
split_gain=0.813192 0.457494 0.758043 0.587437 0.539219 0.467747 0.420893 0.231017 0.244 0.141192
threshold=0.17553000000000005 0.093845000000000026 1.0000000180025095e-35 -0.10238999999999998 0.08647500000000001 0.086325000000000027 -0.54243999999999992 -0.087424999999999989 0.12363500000000001 -0.17568999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -5 -8 -9 -6
right_child=-2 -3 4 5 9 -7 7 8 -10 -11
leaf_value=-0.013976078605295128 -0.015890175890846028 -0.010588055768043744 0.029083217432128335 0.016963276086026744 0.0020709795200370275 0.019099258025464298 -0.0066747969840102884 0.0029052066370011671 0.013214574385454448 0.014459365604106572
leaf_weight=55 62 63 53 62 53 54 69 2330 67 52
leaf_count=55 62 63 53 62 53 54 69 2330 67 52
internal_value=0 0.00358634 0.00390647 0.00322721 0.015232 0.00359435 0.00326245 0.00291725 0.00319412 0.00822329
internal_weight=0 2858 2795 2637 158 2582 2528 2466 2397 105
internal_count=2920 2858 2795 2637 158 2582 2528 2466 2397 105
is_linear=0
shrinkage=0.16829


Tree=4425
num_leaves=26
num_cat=0
split_feature=4 3 3 376 41 42 3 3 15 15 3 42 4 49 16 403 39 16 3 16 3 39 42 1429 16
split_gain=38.5187 12.0885 6.72683 3.54186 3.11411 1.48937 1.26192 1.21607 1.19882 1.31105 1.0091 1.27805 0.824402 0.609741 0.582211 0.564038 0.534173 0.527921 0.95609 0.455759 0.444184 0.393393 0.270148 0.147362 0.0172339
threshold=0.31392000000000003 -0.06533499999999999 0.28833000000000003 0.076485000000000011 0.075585000000000013 0.11791500000000001 -0.080854999999999996 0.10661500000000002 -0.46483499999999994 -0.2987999999999999 0.040040000000000006 -1.0000000180025095e-35 0.057200000000000008 -0.053239999999999996 -1.0000000180025095e-35 -0.53447999999999996 0.088025000000000006 0.31625000000000009 -0.097829999999999986 -0.28430999999999995 0.088880000000000015 0.087080000000000005 0.091210000000000013 -0.0074799999999999997 0.50609000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 12 7 -2 10 16 -10 11 -3 13 -1 15 -15 -8 18 -16 -14 -12 -5 -17 -19 -21
right_child=6 2 -4 21 -6 -7 8 -9 9 -11 20 -13 19 14 17 22 -18 23 -20 24 -22 -23 -24 -25 -26
leaf_value=0.0017254274495769814 0.0010093203186629569 0.001962552785591353 0.00041909768445763245 0.0012424975314187952 0.0025769863863203731 0.0011741381509415328 0.0010323812276267629 0.0014196210488636432 -1.4911618739294494e-05 0.00063637241486592109 0.0022917044015419107 0.0014548718826335578 0.0019612130760839962 0.001747480772105039 0.0014147663809494619 0.0020870051711955754 0.00056153280463937445 0.0019076011759376539 0.0019100738065904782 0.0015957021767190839 0.0019141875647484569 0.00083696585499218703 0.0019442475649919578 0.0021341294730658953 0.0016961898952263109
leaf_weight=91 84 106 59 52 96 53 54 92 63 72 56 112 81 67 54 903 52 52 210 71 93 54 182 99 52
leaf_count=91 84 106 59 52 96 53 54 92 63 72 56 112 81 67 54 903 52 52 210 71 93 54 182 99 52
internal_value=0 0.00186476 0.00148446 0.00158611 0.00199624 0.00169989 0.000660557 0.00176052 0.00053885 0.000332179 0.00184588 0.00170189 0.00196628 0.0019908 0.00200619 0.00204477 0.000801731 0.00189902 0.00180889 0.00176679 0.00205631 0.00103624 0.00206309 0.00205635 0.00163847
internal_weight=0 2635 677 618 1958 512 325 459 241 135 367 218 1862 1658 1567 1152 106 415 264 204 149 106 1085 151 123
internal_count=2960 2635 677 618 1958 512 325 459 241 135 367 218 1862 1658 1567 1152 106 415 264 204 149 106 1085 151 123
is_linear=0
shrinkage=0.0032998


Tree=4426
num_leaves=11
num_cat=0
split_feature=49 10 10 16 16 39 41 16 42 13
split_gain=0.431251 0.425643 0.816892 0.377064 0.427878 0.241874 0.244401 0.280543 0.333507 0.143275
threshold=-0.22463499999999997 -1.0000000180025095e-35 -0.15491499999999997 -0.54752499999999993 -0.52541999999999989 0.099350000000000008 0.088645000000000015 -0.28430999999999995 -0.13719999999999996 -0.076349999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 -5 6 7 9 -9 -6
right_child=1 3 -4 4 5 -7 -8 8 -10 -11
leaf_value=0.018935541092449031 0.011601116276272744 0.017970214542551644 -0.013637461658732824 -0.010101493208551401 0.0074133250235502123 -0.0035789069082500084 -0.0059910234652159654 0.01462531847370982 0.0044815402132547446 0.01654137310665188
leaf_weight=59 58 61 97 55 110 92 54 96 2189 89
leaf_count=59 58 61 97 55 110 92 54 96 2189 89
internal_value=0 0.00439208 -0.00418176 0.00487669 0.00457855 0.00488623 0.00519379 0.00543767 0.0049085 0.0115047
internal_weight=0 2901 155 2746 2685 2630 2538 2484 2285 199
internal_count=2960 2901 155 2746 2685 2630 2538 2484 2285 199
is_linear=0
shrinkage=0.16829


Tree=4427
num_leaves=25
num_cat=0
split_feature=1 1 16 15 159 39 4 1 16 16 4 41 51 4 43 133 16 43 16 16 43 4 4 39
split_gain=22.9117 4.85111 3.36387 2.70191 1.85052 1.76662 1.45423 1.43329 1.17145 1.1167 0.759375 0.703493 0.640663 1.38238 0.788613 1.02017 0.634934 0.462269 0.808731 0.447338 0.224627 0.206923 0.201097 0.188526
threshold=0.11690500000000002 0.098395000000000024 0.24100000000000002 -0.21242999999999998 -0.087039999999999992 0.087735000000000021 0.04105000000000001 0.11181500000000001 -0.41776999999999992 0.14976500000000001 -0.0048949999999999992 0.075585000000000013 -0.10183499999999999 -0.111135 -0.00045499999999999995 -1.0000000180025095e-35 -0.091354999999999978 -0.010894999999999998 -0.28430999999999995 0.22339500000000004 -0.076364999999999988 -0.39175499999999991 0.11023000000000001 0.088850000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 8 -3 9 11 10 23 -5 -6 12 20 21 16 -16 -15 18 -8 -20 -1 -14 -19 -2
right_child=3 2 -4 5 7 -7 17 -9 -10 -11 -12 -13 13 14 15 -17 -18 22 19 -21 -22 -23 -24 -25
leaf_value=0.0020117656058486187 0.00076089564996511226 0.0016316730323120675 0.0017584876505901507 0.0009265351271431372 0.00057275308560546885 0.00046398311581867269 0.0015553831032214217 0.0013167841369337335 9.6648215610840271e-05 0.0015347271730329572 0.00099098254371320538 0.0019397144736579329 0.0013915702430711083 0.0019034235823353076 0.0016625204423636724 0.0013249057576145726 0.0016534321886265916 0.0017001532551068751 0.00092091525306808321 0.0013403013629901728 0.0017348807414701286 0.0010915306994091331 0.0014196549189849949 0.00048081018490113767
leaf_weight=56 55 52 98 91 90 58 79 82 80 52 101 85 52 127 217 180 987 60 60 53 84 52 57 52
leaf_count=56 55 52 98 91 90 58 79 82 80 52 101 85 52 127 217 180 987 60 60 53 84 52 57 52
internal_value=0 0.00154542 0.00122206 0.000685028 0.0010602 0.000950756 0.00160906 0.000951223 0.000399218 0.00114794 0.000794096 0.00164434 0.00163002 0.00161128 0.00163668 0.00150953 0.00168196 0.00139882 0.00129811 0.00111793 0.00184589 0.00124189 0.0015638 0.000625109
internal_weight=0 2572 423 388 325 201 2149 273 187 143 191 1840 1755 1615 1511 397 1114 309 192 113 140 104 117 107
internal_count=2960 2572 423 388 325 201 2149 273 187 143 191 1840 1755 1615 1511 397 1114 309 192 113 140 104 117 107
is_linear=0
shrinkage=0.0032998


Tree=4428
num_leaves=19
num_cat=0
split_feature=1 12 1 3 3 40 1 3 124 15 3 12 40 1 393 12 16 15
split_gain=12.8689 6.46175 2.01247 1.31352 1.05665 1.75403 1.37426 0.775673 0.673187 0.427944 0.587001 0.495691 0.402499 0.36612 0.320846 0.364214 0.205707 0.132145
threshold=0.098395000000000024 0.086085000000000009 0.12200500000000002 -0.15327499999999997 0.085880000000000012 -0.062739999999999976 0.14195000000000002 0.28833000000000003 -0.082254999999999981 -0.22805999999999996 0.096440000000000012 0.11697000000000002 -0.08440499999999998 0.10970000000000001 0.086855000000000016 0.091545000000000015 0.24100000000000002 -0.070454999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 13 -1 5 12 7 17 -5 -10 11 14 -2 16 15 -11 -3 -6
right_child=1 2 -4 8 6 -7 -8 -9 9 10 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0015591833676074326 0.00032777171183491412 0.00098971524054170673 0.00063870498777129751 0.00079826358967339985 0.0010362317088895832 -2.5593241756334102e-05 0.00017379575992682478 0.00047004045191443829 0.001459411589750337 0.0012203567064875574 0.00084871210572852582 0.00084957133817655883 0.00066691594193424005 0.0013911991205438643 0.00097062852853472528 0.0011163196517890116 0.001265405388662734 0.00081048032503161841
leaf_weight=93 65 67 86 56 54 102 59 68 54 1208 65 52 94 95 79 542 56 65
leaf_count=93 65 67 86 56 54 102 59 68 54 1208 65 52 94 95 79 542 56 65
internal_value=0 0.000686544 0.00106701 0.00117451 0.000458343 0.000311819 0.000613659 0.000752251 0.00115709 0.00116712 0.00115899 0.0011697 0.000528494 0.00123582 0.00117878 0.00118816 0.00111552 0.000913218
internal_weight=0 811 304 2149 507 261 246 187 2056 2000 1946 1881 159 218 1829 1750 123 119
internal_count=2960 811 304 2149 507 261 246 187 2056 2000 1946 1881 159 218 1829 1750 123 119
is_linear=0
shrinkage=0.0032998


Tree=4429
num_leaves=29
num_cat=0
split_feature=1 12 1 11 11 124 2 4 4 160 16 52 16 1 4 16 12 160 4 12 160 42 16 3 4 16 133 133
split_gain=48.4176 15.7343 6.99168 2.74875 2.51893 2.14518 1.62919 1.46245 1.367 1.05614 1.8559 1.0611 1.01264 0.720609 0.589635 0.833105 0.651859 0.584217 0.580962 0.795105 0.713283 0.846887 0.546426 0.506869 0.395137 0.290182 0.272788 0.309206
threshold=0.10075500000000003 0.086085000000000009 0.12200500000000002 1.0000000180025095e-35 0.084110000000000004 -0.082254999999999981 0.092155000000000015 -0.15615999999999999 0.049545000000000006 -1.0000000180025095e-35 -0.5061699999999999 -0.074359999999999996 -0.23389999999999997 0.121715 -0.00045499999999999995 -0.38959499999999997 0.089995000000000006 -0.52517999999999987 -0.0083549999999999978 1.0000000180025095e-35 0.083130000000000023 0.084835000000000008 -0.083269999999999997 -0.082054999999999975 -0.049994999999999991 -0.06533499999999999 0.088725000000000012 -0.0078599999999999972
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 8 5 -5 -1 17 -2 23 13 -11 -12 -13 -9 16 -16 -8 -7 19 -19 21 -20 -21 -3 25 -18 27 -17
right_child=1 2 -4 4 -6 6 14 9 -10 10 11 12 -14 -15 15 26 24 18 20 22 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0012240245291307589 0.001055736847267007 0.0022472808830580945 0.00072565978993293831 0.0027557706054495237 0.0017940932169030037 0.0022549146854507706 0.0020388330819819519 0.0010026995171265713 0.0015037022178493078 0.00077231292593785313 0.0004545645317529009 0.00026753418824324059 -0.00034817628628328035 0.00048727203907616371 0.0018894791506156243 0.0015451667406173018 0.001777043353043519 0.0015186968095338403 0.0022662907135055656 0.0020042203230991955 0.0017287714547460974 0.0018883713886248222 0.0018307338106165699 0.0018141378001284563 0.0018916818201411868 0.0014985785186921743 0.0016187192476339078 0.0011835945013856824
leaf_weight=61 53 72 86 70 52 55 96 58 77 90 103 66 52 61 78 54 76 69 151 304 72 116 603 52 95 95 91 52
leaf_count=61 53 72 86 70 52 55 96 58 77 90 103 66 52 61 78 54 76 69 151 304 72 116 603 52 95 95 91 52
internal_value=0 0.000901724 0.00151372 0.00186381 0.00234616 0.00183534 0.0018539 0.000538003 0.00185072 0.000474108 0.000372719 0.000209829 -3.49732e-06 0.000738785 0.0017155 0.00159918 0.00180377 0.00191823 0.00190412 0.00186278 0.00202302 0.00210223 0.00188892 0.00206592 0.0017188 0.00162255 0.00148406 0.00136812
internal_weight=0 770 287 2190 122 2068 2007 483 201 430 311 221 118 119 637 275 362 1370 1315 976 339 267 907 124 266 171 197 106
internal_count=2960 770 287 2190 122 2068 2007 483 201 430 311 221 118 119 637 275 362 1370 1315 976 339 267 907 124 266 171 197 106
is_linear=0
shrinkage=0.0032998


Tree=4430
num_leaves=11
num_cat=0
split_feature=2 123 1446 41 43 40 475 474 130 41
split_gain=0.483709 0.313782 0.298673 0.368637 0.343348 0.27978 0.283973 0.349739 0.24854 0.215267
threshold=0.25063000000000007 0.10832000000000001 0.087090000000000015 0.075585000000000013 -0.010894999999999998 0.0045850000000000005 -0.15744499999999997 0.10539000000000001 0.006490000000000001 0.088100000000000012
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 -1 8 -8 -5
right_child=-2 -3 4 9 -6 -7 7 -9 -10 -11
leaf_value=0.01857885641218825 -0.0089829217681084237 -0.006152785058726136 -0.0060243827678075424 0.022916024576491337 0.010375588209788407 -0.0038001371512582428 0.0065176299674550653 -0.0046979577903688398 0.011673551523897957 0.010031869355346973
leaf_weight=60 57 53 102 63 56 68 2021 72 306 90
leaf_count=60 57 53 102 63 56 68 2021 72 306 90
internal_value=0 0.00665899 0.00689888 0.00731809 -0.000200364 0.00683115 0.00712587 0.00683868 0.0071964 0.0153489
internal_weight=0 2891 2838 2680 158 2527 2459 2399 2327 153
internal_count=2948 2891 2838 2680 158 2527 2459 2399 2327 153
is_linear=0
shrinkage=0.16829


Tree=4431
num_leaves=27
num_cat=0
split_feature=1 3 1 12 3 43 14 43 1 43 4 51 3 4 1455 4 133 43 1212 1 0 133 3 3 1 15
split_gain=18.8725 3.42125 1.70963 1.1781 1.42766 1.03906 0.898476 0.782503 0.936906 0.771769 0.765402 0.750945 0.645117 0.586155 0.52703 0.435629 0.319113 0.471105 0.399606 0.278386 0.212497 0.206027 0.198213 0.295597 0.197367 0.0487604
threshold=0.10921500000000002 -0.046079999999999989 0.090740000000000015 0.088825000000000015 -0.0031199999999999995 -0.082894999999999983 0.073890000000000011 -0.08076499999999999 0.14195000000000002 -0.082134999999999986 0.036605000000000006 -0.030299999999999997 -0.12077499999999998 -0.000195 0.089990000000000014 0.00059000000000000014 -0.010024999999999997 -0.015039999999999998 0.058905000000000006 0.12000500000000001 -0.11327499999999999 0.047685000000000005 -0.11151499999999999 -0.078759999999999983 0.11829500000000003 0.096415000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 4 9 -2 10 -3 13 -4 12 -12 -1 -9 16 -6 18 -18 -14 -15 -13 -22 -5 -24 -7 -25
right_child=1 7 3 22 15 24 -8 8 -10 -11 11 20 14 19 -16 -17 17 -19 -20 -21 21 -23 23 25 -26 -27
leaf_value=0.001117955525316178 0.00066237163613868874 0.00017301434687099905 0.0010044932265334111 0.0014929427184614359 0.0014998353657485748 0.001324605840313361 0.0017485762313943698 0.00097939929746878544 0.00024592015325965378 0.00047609111186983451 0.00093990053539276834 0.0015190677581738694 0.001461870464408943 0.00075343837281057434 0.0011497681513319591 0.0010860226273511149 0.001458149857862941 0.0012920736560536744 0.0016866787540415719 0.00047065869102625254 0.0011017095742860824 0.0013830426577502667 0.0011276823186880535 0.0014595184177689882 0.0010682900150790775 0.0013176417106848858
leaf_weight=75 57 68 69 70 55 67 81 53 74 54 74 52 341 62 69 58 693 261 119 101 52 68 81 61 69 64
leaf_count=75 57 68 69 70 55 67 81 53 74 54 74 52 341 62 69 58 693 261 119 101 52 68 81 61 69 64
internal_value=0 0.000683454 0.00136086 0.00119132 0.00101951 0.00103775 0.00140689 0.000492352 0.000567109 0.000772798 0.00139153 0.00121945 0.00141868 0.000676983 0.00143386 0.00128775 0.0014477 0.00141275 0.0015201 0.000578435 0.00133952 0.00126143 0.00133809 0.0012853 0.00119482 0.00138716
internal_weight=0 551 2397 512 236 193 1885 358 290 123 1804 246 1558 216 1483 113 1414 954 460 163 172 120 276 206 136 125
internal_count=2948 551 2397 512 236 193 1885 358 290 123 1804 246 1558 216 1483 113 1414 954 460 163 172 120 276 206 136 125
is_linear=0
shrinkage=0.0032998


Tree=4432
num_leaves=20
num_cat=0
split_feature=3 0 3 3 0 40 160 471 51 3 0 2 0 43 51 456 51 1 3
split_gain=0.434078 0.428254 0.344912 0.396565 0.493193 1.19328 0.444084 0.31495 0.314144 0.396991 0.280845 0.258088 0.236689 0.417573 0.263908 0.432984 0.250085 0.230043 0.193053
threshold=0.11269500000000002 -0.099704999999999974 0.076825000000000018 -0.046079999999999989 -0.087984999999999994 -0.065744999999999984 -0.5407249999999999 0.089505000000000015 0.08290500000000002 0.093925000000000022 -0.14043999999999998 -0.007134999999999999 -0.10934999999999999 -0.0085699999999999995 -0.095009999999999983 0.03981500000000001 -0.14644999999999997 0.108865 -0.0088549999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 6 17 11 -1 12 9 -4 -2 -6 13 -8 16 -16 -14 18 -5
right_child=1 -3 8 4 5 -7 7 -9 -10 -11 -12 -13 14 -15 15 -17 -18 -19 -20
leaf_value=-0.0055158934937680039 4.9262432379530749e-05 0.0086708549779905275 0.02029348275296259 0.019185042111726551 -0.0014442084618521327 -0.020902890216347867 0.010706908271247238 -0.0043457737105863821 0.02462590231723219 0.00073112426102229014 -0.014170432104640649 0.015065817013812337 0.0063911791692147267 -0.0071736614852802175 0.010014666248645651 -8.6091580731411689e-05 -0.0067319907942489854 -0.0016456340580866134 0.0054692300181705808
leaf_weight=75 99 94 52 54 55 77 72 60 55 68 65 52 154 76 1538 130 56 52 64
leaf_count=75 99 94 52 54 55 77 72 60 55 68 65 52 154 76 1538 130 56 52 64
internal_value=0 -0.000378091 0.00684171 0.00633774 0.00111051 -0.00492137 0.00719319 0.00765099 0.0140743 0.00922312 -0.00557564 0.00656257 0.00800717 0.00151286 0.00851801 0.00922636 0.00288311 0.00764971 0.0117612
internal_weight=0 258 2690 2515 354 184 2161 2086 175 120 164 107 2026 148 1878 1668 210 170 118
internal_count=2948 258 2690 2515 354 184 2161 2086 175 120 164 107 2026 148 1878 1668 210 170 118
is_linear=0
shrinkage=0.16829


Tree=4433
num_leaves=20
num_cat=0
split_feature=4 2 39 2 2 2 42 2 4 42 14 47 4 2 150 2 4 2 16
split_gain=21.8823 4.62472 3.71701 2.63224 2.00887 1.53688 1.29764 0.970763 0.94846 0.762728 0.737582 0.623208 0.493352 0.517796 0.442912 0.547171 0.473632 0.180233 0.141095
threshold=0.31392000000000003 0.14870000000000003 0.0039300000000000003 -0.007134999999999999 0.14870000000000003 0.10859000000000001 0.079890000000000017 0.094985000000000014 -0.16523499999999997 -1.0000000180025095e-35 0.073890000000000011 0.11224000000000002 0.5567700000000001 0.11523000000000001 0.082085000000000019 0.089945000000000011 -0.17568999999999999 0.11870500000000002 -0.4193599999999999
decision_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 12 10 8 -5 -7 -10 11 14 13 -2 16 -16 -1 -8 -15
right_child=4 -3 3 7 -6 6 17 -9 9 -11 -12 -13 -14 18 15 -17 -18 -19 -20
leaf_value=0.0018963465416358823 0.0010675219897341394 0.00076015333876422095 0.0005460869766935033 0.0017753255341613986 0.00013629874175464875 0.0016372650939972136 0.0018650007688386749 0.0012086085218558542 0.0013408799985534885 0.00082917201353889742 0.0019898345756655068 0.0013982416502730001 0.00054880564535022354 0.00085487067504681497 0.001649594866791217 0.0012454122005531375 0.0016882782192184935 0.0015818897111119002 0.00061232031448425089
leaf_weight=132 95 70 52 52 59 52 52 92 70 59 86 86 61 53 124 53 1593 52 55
leaf_count=132 95 70 52 52 59 52 52 92 70 59 86 86 61 53 124 53 1593 52 55
internal_value=0 0.00159788 0.00162082 0.00118355 0.000687492 0.00165714 0.00142912 0.0014135 0.00125962 0.00110712 0.00168845 0.0016754 0.000810542 0.000889019 0.00168791 0.00152877 0.00170422 0.00172378 0.000731676
internal_weight=0 2625 2555 196 323 2359 285 144 181 129 2074 1988 264 203 1902 177 1725 104 108
internal_count=2948 2625 2555 196 323 2359 285 144 181 129 2074 1988 264 203 1902 177 1725 104 108
is_linear=0
shrinkage=0.0032998


Tree=4434
num_leaves=27
num_cat=0
split_feature=1 2 1 15 13 39 2 13 15 157 1 47 15 15 402 13 43 16 16 16 50 15 16 16 15 16
split_gain=13.9916 2.23232 1.95639 1.55322 1.40347 1.14843 0.923579 1.16202 0.647769 0.609084 0.555717 0.463908 0.451297 0.42263 0.411477 0.439672 0.391889 0.475671 0.336111 0.503153 0.302518 0.432231 0.597239 0.278878 0.173352 0.0191845
threshold=0.10921500000000002 0.25063000000000007 0.090740000000000015 -0.08237499999999999 -0.090744999999999978 0.055555000000000007 0.099845000000000003 0.0083850000000000018 -0.052239999999999988 -0.087849999999999984 0.091915000000000011 0.090280000000000013 -0.41725999999999991 -0.52850999999999992 0.11336500000000001 -0.13871999999999998 -0.077449999999999977 -0.080419999999999978 0.20277000000000003 0.08215500000000002 0.08568000000000002 0.025430000000000005 0.19384500000000002 -1.0000000180025095e-35 -0.052984999999999997 -0.085264999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 11 -4 10 9 16 -5 -1 -6 12 13 -2 15 -11 -8 -18 19 -17 21 22 -12 -10 -19 -15
right_child=1 -3 4 8 5 -7 7 -9 23 14 20 -13 -14 25 -16 18 17 24 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0017076060457272186 0.00046666552593725989 0.00012314430068622177 0.00064580400347776965 0.0012855929114969759 0.00096502666787547933 0.00082578931646029705 0.0015416526748928659 0.00090670263901357156 0.0010792895903336949 0.0016689380249861763 0.00099052884712710399 0.00094501277970653389 0.0003911505658529848 0.00077068501831673215 0.0016394512861595254 0.0013736069731132576 0.0015208081820298632 0.0012653512429410024 0.0011633566731975189 0.0016937503199672857 0.0014910610632985833 0.0014809513097266277 0.0013917594795619503 0.00076417997660976791 0.0010113043989873015 0.00087059828104976375
leaf_weight=75 56 56 54 75 53 72 76 92 54 59 90 53 76 52 76 1197 52 62 79 57 95 73 75 74 60 55
leaf_count=75 56 56 54 75 53 72 76 92 54 59 90 53 76 52 76 1197 52 62 79 57 95 73 75 74 60 55
internal_value=0 0.000748336 0.00133164 0.000818994 0.00115035 0.00120976 0.00138087 0.00122496 0.00104099 0.0014154 0.00128129 0.000664541 0.000602196 0.000700382 0.00140045 0.00138738 0.00134193 0.0012545 0.00137489 0.00138819 0.00133152 0.00126769 0.00117312 0.000897392 0.0011407 0.000822372
internal_weight=0 551 2397 495 512 458 1885 342 203 1543 386 292 239 163 1468 1392 250 174 1333 1254 333 238 165 128 122 107
internal_count=2948 551 2397 495 512 458 1885 342 203 1543 386 292 239 163 1468 1392 250 174 1333 1254 333 238 165 128 122 107
is_linear=0
shrinkage=0.0032998


Tree=4435
num_leaves=29
num_cat=0
split_feature=12 2 4 156 2 2 52 4 0 4 52 12 2 157 16 4 42 3 16 157 0 4 1210 0 52 4 52 0
split_gain=29.3435 7.44238 5.94565 4.1377 3.29445 4.63055 2.54968 2.33084 1.74631 1.48995 1.43894 1.41573 1.20223 0.76679 0.576905 0.744069 0.570257 1.0228 0.558645 0.826271 1.12845 0.520905 0.457314 0.355559 0.323893 0.284069 0.107813 0.0434419
threshold=0.056995000000000011 0.13501500000000002 0.27258000000000004 0.094245000000000009 0.10334500000000001 -1.0000000180025095e-35 -0.040589999999999994 0.27998000000000006 -0.11167499999999998 0.51734000000000002 -0.091869999999999993 0.09253500000000002 0.087665000000000007 -0.087849999999999984 -0.0011349999999999999 0.0033150000000000007 0.096275000000000013 -0.10337499999999998 0.51041000000000014 0.00069000000000000008 -0.06612999999999998 0.42405000000000009 -0.074724999999999986 -0.082284999999999983 -0.088284999999999988 -0.079374999999999987 -0.43279999999999996 -0.09633499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 5 -1 24 11 21 -10 -7 13 -12 -2 15 23 17 -15 19 20 -16 -4 -19 -13 -6 -25 -20 -17
right_child=1 -3 8 -5 6 10 -8 -9 9 -11 12 14 -14 16 18 27 -18 22 26 -21 -22 -23 -24 25 -26 -27 -28 -29
leaf_value=0.00073523733751691721 0.0022423759889192442 0.00075573435038169131 0.00073043724471275008 0.0020632910510417573 0.00064655603576688691 0.0021176458927782797 0.0012519258122423225 0.0011507312356707675 0.0006723391064979167 -1.3431800237009975e-05 0.0018735179562971804 0.0021140961043454192 0.0012556225383842771 0.0015616764115167472 0.0016091372845863923 0.0015046287689578215 0.0021989243494184435 0.0021665090146628986 0.0019342503029370071 0.0018835486660548641 0.001006389076726286 0.0011853694285568616 0.0018936814855121512 0.0016485723227115769 0.00027656156622730792 0.0019061930643063131 0.0017204629879258293 0.0016506333553736768
leaf_weight=88 77 72 57 61 52 52 78 53 87 57 54 68 96 100 99 52 67 74 52 53 52 54 961 65 52 192 63 58
leaf_count=88 77 72 57 61 52 52 78 53 87 57 54 68 96 100 99 52 67 74 52 53 52 54 961 65 52 192 63 58
internal_value=0 0.00179963 0.0010555 0.00125382 0.00114914 0.0013677 0.000800675 0.00183564 0.000640816 0.000400644 0.00164306 0.00185348 0.0014783 0.0019206 0.00173957 0.00181844 0.00189996 0.00188228 0.0016319 0.00152713 0.0014018 0.000952073 0.00191322 0.00189839 0.000461898 0.00184117 0.00181744 0.00158193
internal_weight=0 2158 788 533 472 290 182 2086 255 144 202 2033 150 1279 754 435 1202 1135 319 204 151 111 1035 325 104 257 115 110
internal_count=2946 2158 788 533 472 290 182 2086 255 144 202 2033 150 1279 754 435 1202 1135 319 204 151 111 1035 325 104 257 115 110
is_linear=0
shrinkage=0.0032998


Tree=4436
num_leaves=26
num_cat=0
split_feature=1 3 1 10 155 0 12 52 0 47 43 14 3 1 3 43 159 3 52 156 1210 16 12 43 16
split_gain=28.2872 7.99534 2.73433 2.59292 2.07841 1.91863 1.86359 1.67782 1.51785 1.06833 1.09617 1.04453 0.760214 0.700211 0.579579 0.65565 0.57619 0.822532 0.7436 0.521001 0.479682 0.43012 0.348877 0.136816 0.135233
threshold=0.10398500000000001 -0.049204999999999992 0.091280000000000014 -0.0093599999999999985 0.10022500000000002 0.060910000000000006 0.086085000000000009 -0.08403999999999999 -0.042499999999999989 0.078345000000000012 -0.049999999999999996 0.080670000000000006 -0.082504999999999981 0.13546500000000003 -0.10337499999999998 -0.16130499999999998 0.083455000000000015 -0.075404999999999986 0.08321000000000002 0.083125000000000018 -0.048324999999999993 -0.04040499999999999 0.096150000000000013 -0.077704999999999982 -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 2 2 2 2
left_child=2 4 5 -3 8 11 7 -4 12 10 -5 14 -2 24 15 -1 17 20 -19 23 -16 22 -8 -18 -12
right_child=1 3 6 9 -6 -7 21 -9 -10 -11 13 -13 -14 -15 16 -17 19 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0017372377406239482 0.0011521107813617028 0.0001367410165125714 0.0015199824228722637 0.00040933137186128257 0.001980012875022336 0.0012118732084390397 0.001294505089718183 0.00075332092357623527 0.00082825315597426956 0.0011239647974214245 0.0011019010802752909 0.0022046547369209248 0.0016619084865833356 0.00053530675892262986 0.0019765126413151366 0.0012485642146164383 0.0016920261781748489 0.0014548226037364041 0.0017726102797158505 0.0021486612970492516 0.0017585365526616194 0.0017723685292168629 0.0016687801494204442 0.0019008796844214469 0.00087326450933853403
leaf_weight=71 56 84 57 100 53 72 60 69 65 78 59 57 76 55 127 53 67 185 145 75 991 97 52 83 59
leaf_count=71 56 84 57 100 53 72 60 69 65 78 59 57 76 55 127 53 67 185 145 75 991 97 52 83 59
internal_value=0 0.000928442 0.001694 0.000658026 0.00139882 0.00174194 0.00141829 0.00110042 0.00124229 0.000782678 0.000685038 0.00176251 0.0014459 0.000844203 0.00174846 0.00152865 0.00176473 0.00174033 0.00159456 0.00192159 0.00178333 0.00160975 0.00146859 0.00180783 0.000987881
internal_weight=0 685 2261 435 250 1926 335 126 197 351 273 1854 132 173 1797 124 1673 1448 330 225 1118 209 112 150 118
internal_count=2946 685 2261 435 250 1926 335 126 197 351 273 1854 132 173 1797 124 1673 1448 330 225 1118 209 112 150 118
is_linear=0
shrinkage=0.0032998


Tree=4437
num_leaves=24
num_cat=0
split_feature=1 155 47 50 1 48 1 14 13 48 157 13 157 1210 160 133 13 50 133 151 1 1 157
split_gain=34.8656 9.02814 4.10141 2.47098 2.37588 2.20386 1.90362 1.0178 0.819139 0.649192 0.537028 0.467198 0.454825 0.498102 0.452606 0.41336 0.30794 0.280297 0.26473 0.168697 0.167283 0.16708 0.103207
threshold=0.10075500000000003 0.10022500000000002 0.078345000000000012 0.076980000000000007 0.091280000000000014 0.089025000000000007 0.15028500000000003 0.064610000000000015 -0.0015099999999999998 -0.024949999999999996 -0.082134999999999986 0.060680000000000005 -0.076494999999999994 -0.048324999999999993 -0.077459999999999987 -0.51026999999999989 -0.09547499999999999 0.091765000000000013 0.062925000000000009 -0.0038899999999999998 0.096770000000000009 0.093575000000000019 -0.099269999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 7 -4 8 9 14 -1 19 -10 -12 18 -2 -15 -16 20 -14 -11 21 -6 -21
right_child=1 -3 5 -5 17 -7 -8 -9 11 10 12 -13 13 15 16 -17 -18 -19 -20 22 -22 -23 -24
leaf_value=0.0014841028871911991 0.00079169471561003131 0.0019984031318494551 0.0015851764571845404 0.0013606400940326072 0.0014616856640547132 0.00086600446817656183 1.2202230339209811e-05 0.0021937046097481139 0.0010244487703511026 0.0018732751964098573 0.0014985674987582022 0.0006525579149426581 0.0018965330628139868 0.0015119636742056319 0.00063677807796082308 0.001807924135302573 0.00034819257665586454 0.0016611732305529907 0.0021918400902310948 0.0019753240054762476 0.0015778468132637267 0.0012148315199125704 0.0021953618127602179
leaf_weight=64 67 83 103 53 70 85 52 81 91 74 52 63 104 55 70 1339 97 76 52 52 53 57 53
leaf_count=64 67 83 103 53 70 85 52 81 91 74 52 63 104 55 70 1339 97 76 52 52 53 57 53
internal_value=0 0.000970609 0.00084529 0.000686995 0.00178981 0.00126021 0.000605771 0.00182959 0.000685231 0.00181359 0.00182541 0.00087254 0.00180602 0.00181632 0.000561808 0.00179627 0.000469368 0.00149041 0.00199519 0.00199868 0.00141811 0.00135117 0.00208673
internal_weight=0 764 681 493 2182 188 440 1926 388 1845 1781 154 1602 1550 234 1394 167 256 156 179 180 127 105
internal_count=2946 764 681 493 2182 188 440 1926 388 1845 1781 154 1602 1550 234 1394 167 256 156 179 180 127 105
is_linear=0
shrinkage=0.0032998


Tree=4438
num_leaves=24
num_cat=0
split_feature=1 52 2 4 52 47 15 124 0 2 2 51 15 0 1 1 159 51 51 1210 43 15 2
split_gain=28.4332 6.36717 4.89865 2.26047 1.994 1.61439 1.47282 1.80802 1.5848 1.43347 1.27794 1.10083 1.2908 0.957631 0.641235 0.903069 0.591964 0.471097 0.526971 0.408092 0.306473 0.29979 0.24365
threshold=0.10398500000000001 -0.52575499999999986 0.16993500000000003 0.24099500000000004 0.14873500000000003 1.0000000180025095e-35 -0.14051999999999998 -0.076779999999999987 -0.097774999999999987 1.0000000180025095e-35 0.092155000000000015 -0.09522499999999999 1.0000000180025095e-35 -0.095724999999999991 0.13074500000000003 0.10956 0.087360000000000007 -0.091149999999999981 -0.08373499999999999 -0.02879 -0.049999999999999996 0.096015000000000017 0.11002000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 14 8 -8 -1 -7 17 22 13 -13 15 -3 -17 -9 -19 -20 -16 -14 -12
right_child=1 2 -4 -5 -6 9 7 10 -10 -11 11 12 21 -15 20 16 -18 18 19 -21 -22 -23 -24
leaf_value=0.0026390823115210616 0.002076966433244383 0.00069035543824069116 0.00013629249093038238 0.0013035525246666737 0.0016024873457925581 0.0015983290543414824 0.0013034439565697902 0.00168263214877184 0.0018751632656564541 0.0009005141101162483 0.0021589684490205684 0.0010814128072223158 0.0020527004903647169 0.0015855578332396264 0.00049842064569508655 0.001311705011335028 0.00089831628557467407 0.0022068764306430117 0.0020753591335721851 0.00188051151226501 0.00083268511803635066 0.0017601709409197715 0.0018671497943093429
leaf_weight=52 61 80 70 87 66 76 70 102 70 56 53 52 52 204 56 84 70 67 136 1063 66 167 86
leaf_count=52 61 80 70 87 66 76 70 102 70 56 53 52 52 204 56 84 70 67 136 1063 66 167 86
internal_value=0 0.00105895 0.000959376 0.00182649 0.00106331 0.000990319 0.0018474 0.00182636 0.00220106 0.00130255 0.00184481 0.00171914 0.00164312 0.00148329 0.000874448 0.000975916 0.00112403 0.00190119 0.00191877 0.00190264 0.000679541 0.00182979 0.00197867
internal_weight=0 685 624 2261 554 488 2174 2052 122 132 1982 614 475 256 356 234 154 1368 1266 1199 122 219 139
internal_count=2946 685 624 2261 554 488 2174 2052 122 132 1982 614 475 256 356 234 154 1368 1266 1199 122 219 139
is_linear=0
shrinkage=0.0032998


Tree=4439
num_leaves=24
num_cat=0
split_feature=12 0 12 475 47 16 3 13 13 49 16 1211 3 474 16 1 51 12 3 1 51 475 12
split_gain=1.06122 1.3497 0.714099 0.588989 0.586989 0.633871 0.624255 0.455965 0.430571 0.424996 0.51871 0.353593 0.286202 0.325728 0.31743 0.67493 0.421949 0.491871 0.292866 0.275765 0.272265 0.178739 0.118602
threshold=0.083985000000000018 0.098975000000000021 -0.098524999999999988 -0.086169999999999983 0.077735000000000012 -0.105305 -0.10067 -0.27740999999999993 -0.15325499999999995 -0.070754999999999985 -0.33811499999999994 0.11472000000000002 -0.23394499999999999 0.085475000000000009 -0.0046349999999999994 0.10711500000000002 -0.23644499999999999 0.091625000000000012 -0.096099999999999977 0.10135500000000001 -0.081684999999999994 -0.080004999999999979 0.098785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 6 -6 -5 -1 -2 19 -11 12 -10 14 15 18 22 -18 -14 -8 -15 -22 -16
right_child=8 -3 3 4 5 -7 9 -9 11 10 -12 -13 13 20 16 -17 17 -19 -20 -21 21 -23 -24
leaf_value=0.01027701642203699 0.0010831629025383842 -0.01746559173959571 0.023020309159460114 -0.013604117960713185 0.0015939098018234342 0.025810760088876526 0.023161152078500922 0.032422078064231481 0.025433775744377145 0.012705192110025788 -0.00072698266931694295 0.0014163942822528058 0.0060844596685959871 0.030647344568158673 0.023413438280638497 0.031796720721034503 0.014186773409671742 0.00090243807309303389 0.014943158782397959 0.0061690684482510532 0.022328806142095935 0.0090591042560316595 0.012573271512664363
leaf_weight=52 73 60 59 56 52 75 53 54 68 109 321 59 119 58 62 64 137 187 999 56 66 52 55
leaf_count=52 73 60 59 56 52 75 53 54 68 109 321 59 119 58 62 64 137 187 999 56 66 52 55
internal_value=0 0.0069525 0.00860626 0.00684374 0.00551934 0.0159093 0.00329863 0.0215754 0.0137963 0.00505809 0.00267374 0.0142772 0.0146827 0.0142753 0.0135265 0.0149669 0.0096619 0.00652513 0.0140018 0.0144478 0.02117 0.0164964 0.018333
internal_weight=0 947 887 781 722 127 595 106 1999 539 430 1926 1867 1799 1623 1182 441 324 1118 109 176 118 117
internal_count=2946 947 887 781 722 127 595 106 1999 539 430 1926 1867 1799 1623 1182 441 324 1118 109 176 118 117
is_linear=0
shrinkage=0.16829


Tree=4440
num_leaves=34
num_cat=0
split_feature=1 15 2 2 1 48 43 2 15 1209 157 50 133 43 43 160 130 401 1447 51 1 484 1 1456 15 130 15 15 43 2 15 1 160
split_gain=0.883926 0.42765 0.456109 0.900363 0.439528 0.378575 0.408237 0.275066 0.270662 0.27039 0.292011 0.323088 0.280484 0.41097 0.385142 0.91796 0.753231 0.357367 0.736466 0.266002 0.268909 0.221971 0.215708 0.207618 0.191549 0.206507 0.299146 0.18061 0.175617 0.147465 0.135874 0.0912203 0.058908
threshold=0.091280000000000014 -0.0039399999999999991 0.08647500000000001 0.10709500000000001 0.12200500000000002 0.12675000000000003 -0.055679999999999993 0.13554000000000002 -0.096724999999999992 -0.084964999999999985 -0.082259999999999986 0.10761000000000001 -0.067374999999999977 -0.025079999999999995 0.018455000000000003 -0.025879999999999997 -1.0000000180025095e-35 0.080710000000000018 -0.050039999999999994 -0.064959999999999976 0.10331000000000003 0.080390000000000017 0.095640000000000017 -0.013064999999999998 0.084435000000000024 0.08673500000000002 -0.095814999999999997 -0.41956999999999994 0.19508000000000003 0.097110000000000016 0.087750000000000009 0.10950000000000001 -0.17562999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 4 -4 8 6 -5 -8 -2 -1 11 21 24 17 15 32 -17 18 -14 -3 22 -11 -21 -20 25 26 -12 -6 30 -16 -26 -10 -15
right_child=1 19 3 5 27 -7 7 -9 31 10 12 -13 13 14 29 16 -18 -19 23 20 -22 -23 -24 -25 28 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.023764761149467722 0.022631899465842879 0.019395216440471753 -0.018125078253822903 -0.0023769087534033537 -0.0065569354890350319 -0.0091937647990760988 0.017722411645636666 0.0039010221950630552 0.012708522424248634 0.03054971462515747 0.025430850789727011 0.0072874774001728294 0.02859092087317831 0.012800300453976886 0.018252065640059104 0.013248333684214207 -0.0070720424995349722 -0.00095959161306246471 0.0042532052520866366 0.0073228364093777644 0.00086698434530401065 0.016713936447398825 0.020180490536026371 0.0128029655971948 0.015976514706034201 0.0037025229636697293 0.009560319813486538 0.0071582510846680183 0.010829428336868695 0.0071229439913337023 0.026813797352760346 0.0039306954718814832 0.02095513869732258
leaf_weight=57 61 84 65 97 57 54 89 76 84 58 52 55 81 52 85 70 197 52 95 91 87 78 63 550 58 65 97 52 54 57 79 57 52
leaf_count=57 61 84 65 97 57 54 89 76 84 58 52 55 81 52 85 70 197 52 95 91 87 78 63 550 58 65 97 52 54 57 79 57 52
internal_value=0 0.00618542 0.00381649 -8.23655e-05 0.00859868 0.00362327 0.0062718 0.0113671 0.0132461 0.0123131 0.0119662 0.0182198 0.0112609 0.0100446 0.00633976 0.00348051 -0.00173787 0.0124852 0.0134506 0.0112239 0.00836834 0.0226277 0.0125945 0.0115465 0.0151336 0.0116543 0.0151111 0 0.0190226 0.0137974 0.0222389 0.00917278 0.016895
internal_weight=0 1017 692 381 311 316 262 165 202 1944 1887 191 1696 1291 513 371 267 778 726 325 241 136 154 645 405 214 149 109 191 142 137 141 104
internal_count=2961 1017 692 381 311 316 262 165 202 1944 1887 191 1696 1291 513 371 267 778 726 325 241 136 154 645 405 214 149 109 191 142 137 141 104
is_linear=0
shrinkage=0.16829


Tree=4441
num_leaves=23
num_cat=0
split_feature=1 3 4 14 0 1 124 3 3 4 0 155 43 4 4 1453 0 42 0 133 133 0
split_gain=41.9144 8.3034 3.54567 3.4636 4.28854 3.44289 2.41787 2.4041 4.50869 1.56642 1.32009 0.95352 0.897386 1.43508 0.821437 0.752005 0.750172 0.645726 0.570434 0.359872 0.440647 0.332255
threshold=0.10331000000000003 -0.049204999999999992 0.24814500000000003 0.073890000000000011 -0.13409999999999997 0.085410000000000014 -0.078884999999999983 0.3148450000000001 0.076825000000000018 0.024470000000000002 -0.079249999999999987 0.09198000000000002 -0.082094999999999987 -0.47860499999999995 -0.092854999999999979 -0.057839999999999996 -0.22163999999999998 0.085585000000000008 -0.097224999999999992 0.031880000000000012 0.095090000000000022 -0.10147999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 5 -1 -6 8 17 10 15 -2 14 -14 -12 -8 -10 -3 -17 21 -21 -11
right_child=1 7 -4 -5 6 -7 9 -9 16 19 12 -13 13 -15 -16 18 -18 -19 -20 20 -22 -23
leaf_value=0.0022574687356446952 0.0018663835353138606 0.00060123552475688301 0.0012343252208125417 0.0028319401599293061 0.0015084794046933581 0.001229334932896137 0.0019397128328258182 0.00050144727162913479 0.0012475279608774158 0.0020257033032977855 0.0016318789435395412 0.0024211141958145653 0.0026101155164349704 0.0021256953309281936 0.0021123983640358073 0.0026688328985020912 0.0017335079712704356 0.00097876813404376662 0.0023278981342209713 0.0023327162352486247 0.0019384889840218147 0.0016545019216289249
leaf_weight=58 100 102 92 89 53 92 53 89 57 52 64 52 82 374 102 58 91 97 1013 52 82 57
leaf_count=58 100 102 92 89 53 92 53 89 57 52 64 52 82 374 102 58 91 97 1013 52 82 57
internal_value=0 0.00125896 0.00174658 0.00219251 0.00216653 0.00162711 0.00220614 0.000985997 0.00111017 0.00222471 0.0022594 0.00205639 0.00213674 0.00221288 0.00192735 0.00232725 0.00154658 0.000785436 0.00234639 0.00197533 0.00209174 0.00183191
internal_weight=0 680 244 2281 2192 150 2042 436 347 1989 1746 152 622 456 166 1124 148 199 1071 243 134 109
internal_count=2961 680 244 2281 2192 150 2042 436 347 1989 1746 152 622 456 166 1124 148 199 1071 243 134 109
is_linear=0
shrinkage=0.0032998


Tree=4442
num_leaves=15
num_cat=0
split_feature=47 15 15 12 15 2 2 2 457 483 133 1213 48 403
split_gain=0.618171 0.671696 0.504278 0.44166 0.27955 0.463875 0.48659 0.33906 0.505663 0.32274 0.30161 0.339035 0.0867737 0.0714546
threshold=0.11896000000000002 -0.26547499999999996 -0.46772999999999992 -0.042789999999999988 -0.19631499999999999 0.153865 0.13018000000000005 0.092320000000000013 0.08351500000000002 0.079055000000000014 -0.14785999999999996 0.104315 0.12011000000000001 0.058485000000000009
decision_type=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 -9 13 -12 -2 -6
right_child=12 4 3 -5 5 -7 -8 8 -10 -11 11 -13 -14 -15
leaf_value=0.0099538342651611916 0.0023671440144162055 0.020548734456786479 -0.017555744772834336 0.0035911637891824413 0.02325468559337739 -0.0045312107307318777 0.026333602894712736 0.0082475088133345982 -0.0040728295483360242 0.019661104678570001 0.012141588727751522 0.00050295135570577448 -0.0068300319757530654 0.015409509174933816
leaf_weight=102 60 88 53 59 77 54 59 649 87 79 1402 75 56 61
leaf_count=102 60 88 53 59 77 54 59 649 87 79 1402 75 56 61
internal_value=0 0.010463 0.00138652 -0.00639981 0.0112005 0.0108763 0.0112113 0.0108434 0.00803868 0.00948854 0.0122577 0.0115518 -0.00205738 0.0197999
internal_weight=0 2845 214 112 2631 2543 2489 2430 815 728 1615 1477 116 138
internal_count=2961 2845 214 112 2631 2543 2489 2430 815 728 1615 1477 116 138
is_linear=0
shrinkage=0.16829


Tree=4443
num_leaves=29
num_cat=0
split_feature=1 2 12 2 457 12 2 15 2 11 48 2 1 42 15 2 42 130 12 2 1429 51 42 16 1375 42 12 48
split_gain=31.7843 5.79536 4.02288 2.2987 1.67377 1.46024 1.19592 1.14976 1.05464 0.976884 0.818737 0.69047 0.717273 0.688924 0.856549 0.627385 0.614703 1.04123 0.549323 0.472327 0.442488 0.387494 0.455248 0.422252 0.308258 0.216916 0.210102 0.122089
threshold=0.10404000000000001 0.14290000000000003 -1.0000000180025095e-35 0.092250000000000013 0.067035000000000011 -0.088999999999999982 -0.0098549999999999974 -0.0039399999999999991 0.10803500000000001 1.0000000180025095e-35 0.085790000000000019 0.09036000000000001 0.118385 0.090775000000000008 0.025430000000000005 0.096685000000000007 0.079890000000000017 0.041010000000000005 0.089995000000000006 0.097110000000000016 -1.0000000180025095e-35 0.080840000000000009 0.082690000000000013 -0.079519999999999993 -0.067914999999999989 0.073240000000000013 0.10134500000000002 0.014805
decision_type=2 2 2 2 2 2 2 2 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 8 -2 -1 11 13 20 -3 12 -4 14 15 -5 17 -10 -17 -15 -8 23 -23 25 -25 -22 -18 -13
right_child=1 10 7 4 -6 -7 9 -9 16 -11 -12 27 -14 19 -16 18 26 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29
leaf_value=0.0014482955447830555 0.001049407398627743 0.00010841555882012385 0.0016629755703049935 0.0015476852770102069 0.0010825878589146992 0.0004780775493354893 0.002170256638040091 0.0016807204215794293 0.0010096475904592434 0.0022867524192227624 0.00065094645708041693 0.0011552601286246419 0.0011394603096369221 0.0017674292116998326 0.0021745093679973416 0.0021004674225745803 0.0017978778021622295 0.0016359430322024657 0.0017019189636537197 0.0013898915595144912 0.0020147953849823938 0.0015310060941233126 0.0019030945885145211 0.0020664440434168558 0.00180618537029289 0.0018734650791338982 0.0015246429251324404 0.00094657503905275567
leaf_weight=70 93 73 62 87 53 103 54 84 55 66 52 78 54 82 78 77 71 62 77 67 292 81 67 56 634 219 59 55
leaf_count=70 93 73 62 87 53 103 54 84 55 66 52 78 54 82 78 77 71 62 77 67 292 81 67 56 634 219 59 55
internal_value=0 0.000973807 0.00112483 0.00179808 0.00165024 0.000749347 0.00187183 0.00134573 0.00169227 0.00189199 0.00033439 0.00123258 0.00141957 0.00178477 0.00187194 0.00177387 0.00151687 0.00134183 0.00190142 0.0015979 0.0018734 0.00186149 0.00169969 0.0018814 0.00182736 0.00195429 0.00167414 0.00106923
internal_weight=0 654 529 2307 768 196 1539 333 715 1469 125 249 116 468 319 241 247 117 154 149 1403 1349 148 1201 690 511 130 133
internal_count=2961 654 529 2307 768 196 1539 333 715 1469 125 249 116 468 319 241 247 117 154 149 1403 1349 148 1201 690 511 130 133
is_linear=0
shrinkage=0.0032998


Tree=4444
num_leaves=18
num_cat=0
split_feature=1 1454 402 42 42 10 0 3 49 12 12 12 402 402 0 41 1
split_gain=0.662726 0.400058 0.394514 0.443848 0.31329 0.444911 0.39467 0.436398 0.309195 0.307227 0.393289 0.478946 0.28087 0.364277 0.228298 0.214916 0.119881
threshold=0.091280000000000014 0.082920000000000008 -0.050864999999999994 0.11128500000000001 0.095565000000000011 -0.013164999999999998 0.060910000000000006 -0.088484999999999994 -0.058504999999999995 -0.063029999999999989 0.056995000000000011 0.082595000000000016 0.11367500000000001 0.101815 -0.13843999999999998 0.076195000000000013 0.11430000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 4 5 -4 7 -7 -9 -1 14 -12 13 15 -11 -13 -6
right_child=2 -3 3 -5 16 6 -8 8 -10 10 11 12 -14 -15 -16 -17 -18
leaf_value=0.023073550821590964 0.019239694608371549 0.00091144145386755696 -0.0079002025989720233 -0.0078316391169189654 0.020412744596757276 -0.006592248092084369 0.016870671109336235 0.015066157371184373 0.0046060491005660712 0.0098583348280247181 0.026967727245872323 0.011983644164050436 0.020320844111445614 -0.0018934657530713514 -0.0033972184303988212 0.00092205692224518233 0.0091103485017171928
leaf_weight=67 60 100 69 69 53 83 87 98 443 72 60 1360 99 59 75 52 55
leaf_count=67 60 100 69 69 53 83 87 98 443 72 60 1360 99 59 75 52 55
internal_value=0 0.0112979 0.00599113 0.00515862 0.00617002 0.00499031 0.00624381 0.00475931 0.00650418 0.0118602 0.0114364 0.0121886 0.0116226 0.011036 0.00308308 0.0115775 0.0146735
internal_weight=0 1944 1017 957 888 780 711 624 541 1844 1777 1630 1570 1471 147 1412 108
internal_count=2961 1944 1017 957 888 780 711 624 541 1844 1777 1630 1570 1471 147 1412 108
is_linear=0
shrinkage=0.16829


Tree=4445
num_leaves=29
num_cat=0
split_feature=3 3 43 2 2 14 2 42 3 13 3 3 15 12 3 15 15 15 3 43 12 43 3 2 43 3 16 12
split_gain=34.6141 14.1104 7.29585 4.17084 3.10622 2.67658 2.48441 2.17601 1.96949 1.31062 1.26876 1.02075 1.51873 0.871515 1.05175 0.769711 0.76739 0.620439 0.606943 0.569189 0.613676 0.439984 0.355074 0.268062 0.191076 0.178734 0.16416 0.101903
threshold=-0.049204999999999992 0.3148450000000001 -0.033049999999999989 0.11366500000000002 0.11666500000000002 0.076450000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11269500000000002 -0.011514999999999999 -0.10859999999999999 -0.0037099999999999998 -1.0000000180025095e-35 0.09253500000000002 -0.10337499999999998 -0.074729999999999977 0.087010000000000018 -0.091074999999999975 0.088880000000000015 -0.03898999999999999 0.094115000000000018 0.00042000000000000007 -0.077604999999999993 0.12414000000000001 -0.082204999999999986 -0.10115999999999999 -0.067969999999999989 0.10156000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 5 8 6 -1 -2 11 17 -5 -4 18 14 -8 -6 21 -9 -13 20 -15 -16 26 -12 -18 -22 -21 -24
right_child=1 -3 4 10 15 -7 13 9 -10 -11 23 12 -14 19 16 -17 24 -19 -20 22 25 -23 27 -25 -26 -27 -28 -29
leaf_value=0.001514706530329251 0.0016550309926690679 0.00016671323117093572 0.0016680249129086093 0.0013373638713631538 0.00099466376534647219 0.0028124227976962764 0.001927242769297401 0.00091767075206763678 0.0014758447540786288 0.00054034160387397335 0.0020473557261430661 0.0021657478022189666 0.0025511030343560548 0.0017349305379423818 0.0023697859794872137 0.0015654709101451498 0.0019881110962264091 0.0013731374248569272 0.0016922989707597526 0.0024730354103287087 0.0022602140690448614 0.0020975281648434449 0.0020029433815844525 0.0017317685780468015 0.0021934185206419882 0.0020370540785231584 0.0022229879872434667 0.0021976652402136356
leaf_weight=59 56 96 53 69 52 77 99 80 78 67 65 68 77 72 693 52 65 56 54 61 53 74 70 58 286 203 64 63
leaf_count=59 56 96 53 69 52 77 99 80 78 67 65 68 77 72 693 52 65 56 54 61 53 74 70 58 286 203 64 63
internal_value=0 0.00135276 0.00151701 0.00216195 0.00177869 0.00220795 0.00218293 0.00107838 0.00193561 0.000919127 0.00169724 0.00207778 0.00218674 0.00220478 0.00225551 0.00128041 0.00228455 0.00110547 0.00195648 0.00209936 0.00200701 0.00234356 0.00221663 0.00189883 0.0021555 0.00208339 0.00234529 0.00209545
internal_weight=0 789 693 2131 434 1939 1862 259 330 203 192 252 199 1803 1217 104 1118 136 122 586 328 767 258 123 351 256 125 133
internal_count=2920 789 693 2131 434 1939 1862 259 330 203 192 252 199 1803 1217 104 1118 136 122 586 328 767 258 123 351 256 125 133
is_linear=0
shrinkage=0.0032998


Tree=4446
num_leaves=28
num_cat=0
split_feature=1 3 16 123 13 16 13 1 12 13 15 16 12 12 15 1 16 1 158 3 16 128 15 475 3 13 16
split_gain=24.3418 5.55754 3.43027 3.08521 1.62142 1.52375 1.43022 1.34953 1.03734 1.15652 0.923992 0.901072 1.83118 1.01694 0.934788 0.851562 0.799906 0.754887 0.685951 0.61153 0.570783 0.478087 0.408466 0.277393 0.237457 0.325144 0.111633
threshold=0.10331000000000003 -0.036264999999999992 -0.27637999999999996 1.0000000180025095e-35 -0.0012399999999999998 -0.18817999999999999 -0.48634999999999995 0.12765500000000005 0.092900000000000024 0.05889500000000001 -0.086989999999999984 -0.00083999999999999993 0.056995000000000011 0.084535000000000013 -0.097454999999999986 0.11189500000000001 0.054560000000000004 0.11617500000000001 0.082560000000000008 0.081495000000000012 -0.088824999999999987 1.0000000180025095e-35 -0.063834999999999989 -1.0000000180025095e-35 -0.10067 -0.065239999999999979 0.26900000000000007
decision_type=2 2 2 2 2 2 2 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 18 -3 15 9 11 -6 12 14 19 -7 -8 21 -4 -1 -13 -14 24 -18 -15 -10 -26 -24
right_child=1 4 17 -5 10 8 7 -9 16 -11 -12 13 20 23 -16 -17 22 -19 -20 -21 -22 -23 26 -25 25 -27 -28
leaf_value=0.0013209872294880293 0.00083041419905488273 0.0011669495137647892 0.0018736366177246173 0.001139045168892446 0.00080423080114145609 0.0017641900057060518 0.00047384603081316375 0.00027276223594335238 0.0019476787996513566 0.0015211496514409466 0.0013426294778570106 0.0024978466314436389 0.0020390300848451008 0.0020933646650332515 0.0011578563689837959 0.0010282693277309366 0.0017443230225277742 0.0014600883607140478 0.0017636706145336392 0.0020182602503787347 0.0018490371570728523 0.0020668203662480601 0.0012885127646017633 0.0018193505479186544 0.001842260898905634 0.0016077757440899124 0.0015041905588387312
leaf_weight=100 74 53 97 80 61 54 53 98 52 96 82 69 239 61 58 71 57 98 63 52 666 58 56 135 109 171 57
leaf_count=100 74 53 97 80 61 54 53 98 52 96 82 69 239 61 58 71 57 98 63 52 666 58 56 135 109 171 57
internal_value=0 0.00106611 0.00143625 0.00177655 0.000827823 0.00180022 0.000679293 0.000562712 0.00182542 0.00187282 0.00111321 0.0018981 0.00184987 0.00205273 0.00145051 0.000791582 0.00170433 0.00166598 0.0014923 0.00229203 0.00189925 0.00178717 0.00151407 0.00190481 0.00173821 0.00169918 0.00139762
internal_weight=0 687 269 2233 418 2153 275 222 1990 1430 143 1334 1017 317 112 124 560 195 163 121 905 390 170 196 332 280 113
internal_count=2920 687 269 2233 418 2153 275 222 1990 1430 143 1334 1017 317 112 124 560 195 163 121 905 390 170 196 332 280 113
is_linear=0
shrinkage=0.0032998


Tree=4447
num_leaves=26
num_cat=0
split_feature=4 123 159 160 47 51 0 42 123 151 457 4 16 12 16 0 0 4 16 133 4 52 13 0 42
split_gain=0.734997 0.689444 0.577202 0.370669 0.363366 0.596221 0.353593 0.649931 0.340111 0.338644 0.699364 0.558551 0.413708 0.499883 1.16498 0.413396 0.37486 0.327132 0.271311 0.235758 0.210799 0.210368 0.18456 0.148731 0.0339465
threshold=0.24099500000000004 1.0000000180025095e-35 0.085345000000000018 -0.54959499999999994 0.080075000000000021 0.10636000000000001 -0.15530999999999998 0.086335000000000009 0.085255000000000011 -0.029339999999999995 0.085230000000000014 -0.014854999999999998 -0.088824999999999987 0.083725000000000008 -0.0030649999999999996 -0.092134999999999981 -0.085719999999999977 0.51367000000000018 -0.094469999999999985 -0.069944999999999993 0.44128500000000004 0.023800000000000005 -0.0023899999999999993 -0.090614999999999987 0.090600000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 9 22 -2 20 -3 10 11 -5 18 14 -14 -15 -13 -4 21 -20 -8 -11 23 -6 -25
right_child=2 8 17 4 5 -7 7 -9 -10 12 -12 16 13 15 -16 -17 -18 -19 19 -21 -22 -23 -24 24 -26
leaf_value=-0.0023614127748566864 0.007600304576295517 -0.010702410740651295 0.022427706253126987 0.023154589030892687 0.0044047729735799757 0.033362535974171895 -0.0056215190604897826 0.0059751242617570276 0.0063522151358067214 0.017593091935263087 0.029204408773612862 -0.0057538568901492034 -0.013306530233843962 0.024316044477772438 0.011566871020829405 0.0095875311108695755 0.013055857441602399 0.0044285601394779247 0.013304269149476331 0.028445771448173413 -0.020352677619667383 0.0073751885319092393 0.019807936575689734 0.017706370660963203 0.011574985359146512
leaf_weight=52 102 56 58 67 67 54 54 91 81 105 86 58 89 57 133 1080 62 57 52 68 57 127 99 52 56
leaf_count=52 102 56 58 67 67 54 54 91 81 105 86 58 89 57 133 1080 62 57 52 68 57 127 99 52 56
internal_value=0 0.0109885 0.00336595 0.0116612 0.0119773 0.0171762 -0.000470068 -0.0045541 -0.000605905 0.0111169 0.0166318 0.0108401 0.0102359 0.008901 0.00158701 0.0103275 0.00394952 0.013522 0.0153848 0.0218994 -0.0132024 0.0120074 0.0139797 0.0106722 0.0145438
internal_weight=0 2501 419 2364 2312 328 304 202 137 1984 273 187 1711 1359 222 1137 120 115 352 120 111 232 274 175 108
internal_count=2920 2501 419 2364 2312 328 304 202 137 1984 273 187 1711 1359 222 1137 120 115 352 120 111 232 274 175 108
is_linear=0
shrinkage=0.16829


Tree=4448
num_leaves=20
num_cat=0
split_feature=9 16 1 1 124 159 159 0 48 1 0 12 51 2 52 48 12 12 0
split_gain=0.997251 0.454684 0.333714 0.343827 0.273901 0.276739 0.560902 0.327719 0.924716 0.836222 0.432502 0.394834 0.37969 0.360305 0.279905 0.271734 0.203943 0.189796 0.189506
threshold=-1.0000000180025095e-35 -0.50472499999999987 0.11417500000000001 0.10500500000000001 -0.077084999999999987 0.097495000000000012 0.12744000000000003 -0.10114999999999998 0.092205000000000023 0.081720000000000015 -0.13165999999999997 -0.0066799999999999993 -0.21194499999999997 0.08622500000000001 -0.064364999999999992 0.093225000000000016 0.097510000000000013 -0.089399999999999993 -0.072039999999999979
decision_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 17 7 14 8 9 10 -6 -9 16 -11 18 -14 -13 -3 -7
right_child=1 4 -4 -5 5 6 -8 11 -10 13 -12 12 15 -15 -16 -17 -18 -19 -20
leaf_value=-0.0081900788429749086 -0.00028311022194828429 0.0073617121956653852 -0.0088357417160845244 0.016721383295470661 0.022249758680311947 0.02226078625032479 0.0032982203414414863 0.021442268378523584 0.022826734748529323 0.0030095403303461651 0.0010048714488985469 -0.0076827312732129557 0.01081029294161359 -0.013768023087612461 0.030830875874305844 0.0031543679058578591 0.0068313747160550333 -0.0059000437021079306 0.0084113791712574493
leaf_weight=101 95 72 64 52 53 62 77 83 62 56 56 52 1573 102 53 144 58 53 52
leaf_count=101 95 72 64 52 53 62 77 83 62 56 56 52 1573 102 53 144 58 53 52
internal_value=0 0.00882037 0.00129638 0.00571986 0.0094284 0.00981552 0.0152088 0.00922697 0.00431172 5.62763e-06 0.0113514 0.0100727 0.00955519 -0.00781017 0.0206898 0.0101693 -1.35065e-05 0.00172435 0.0159593
internal_weight=0 2819 211 147 2608 2483 244 2239 329 267 109 1910 1827 158 167 1717 110 125 114
internal_count=2920 2819 211 147 2608 2483 244 2239 329 267 109 1910 1827 158 167 1717 110 125 114
is_linear=0
shrinkage=0.16829


Tree=4449
num_leaves=23
num_cat=0
split_feature=2 14 3 3 156 0 2 12 156 480 124 15 0 15 0 402 0 15 15 15 0 12
split_gain=0.576585 0.502338 0.718756 0.485757 0.446219 0.369361 0.685548 0.50598 0.435229 0.308491 0.292409 0.290303 0.506427 0.729612 0.263611 0.440519 0.352537 0.243234 0.234386 0.120028 0.100915 0.0978812
threshold=0.25063000000000007 0.073890000000000011 -0.15327499999999997 -0.073614999999999986 0.0010500000000000004 -0.05226999999999999 -0.0098549999999999974 0.023990000000000004 0.050840000000000003 0.087170000000000011 -0.086624999999999994 0.087010000000000018 -0.10071499999999999 -0.10436999999999999 -0.071749999999999994 0.11135000000000002 -0.085674999999999987 0.085915000000000019 0.084845000000000018 -0.032144999999999993 0.0040950000000000005 0.082595000000000016
decision_type=2 2 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 19 8 -7 20 9 10 -5 12 13 -4 15 16 -13 18 -14 -1 -8 -3
right_child=-2 21 3 5 -6 6 7 -9 -10 -11 -12 14 17 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.016455612062499451 -0.010051620640224102 0.023844910970986167 0.013569904852723726 -0.0073878045265978803 0.0081209922957638445 -0.0052131959937163274 0.028169875303252545 0.0037425010160960868 -0.0078353391472046306 0.016259039542897206 0.0044127135584148538 0.017387816054716409 0.012072663369549423 -0.014224268234270115 0.015695515689728615 -0.0087249505128881508 0.0043634811125299747 0.021974850421679525 0.0019709051227872784 -0.0049566700819881591 0.017636190824864489 0.013444830667906782
leaf_weight=52 56 52 54 67 54 59 53 62 98 55 523 71 837 53 70 61 349 65 71 52 53 53
leaf_count=52 56 52 54 67 54 59 53 62 98 55 523 71 837 53 70 61 349 65 71 52 53 53
internal_value=0 0.00717789 0.00674207 0.00741179 -0.00427155 0.00442601 0.0103699 0.0158533 0.00260761 0.00419708 0.00306961 0.00918642 0.0107922 -0.000180512 0.00603566 0.00462613 0.00656949 0.0120007 0.0112847 -0.0107234 0.02292 0.0186125
internal_weight=0 2864 2759 2601 158 970 227 168 743 645 590 1631 1080 107 551 481 420 973 908 104 106 105
internal_count=2920 2864 2759 2601 158 970 227 168 743 645 590 1631 1080 107 551 481 420 973 908 104 106 105
is_linear=0
shrinkage=0.16829


Tree=4450
num_leaves=28
num_cat=0
split_feature=1 1 16 2 2 1 11 2 123 4 2 2 49 16 4 150 15 4 16 4 52 4 15 4 16 15 16
split_gain=35.4357 6.6593 4.9872 3.39644 2.67495 2.54737 1.66608 1.51631 1.45409 1.32607 1.10409 0.737616 0.66658 0.510806 0.384141 0.371516 0.352162 0.468622 0.355341 0.340865 0.359766 0.309449 0.245576 0.230087 0.198927 0.130507 0.105838
threshold=0.11829500000000003 0.092845000000000025 0.51381500000000013 0.093470000000000011 0.097005000000000022 0.15028500000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.086990000000000026 -0.15764999999999998 0.14132000000000003 0.11693000000000002 0.093930000000000013 -0.15190499999999998 0.043640000000000005 0.090145000000000017 -0.075094999999999981 0.054720000000000012 0.0030150000000000008 0.046185000000000004 0.08869500000000001 0.0067750000000000006 -0.0097449999999999985 -0.0090849999999999976 0.51041000000000014 0.10189000000000002 -0.080419999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 6 8 12 -3 10 -6 13 14 15 -2 -5 19 17 -11 26 20 -1 22 -9 -14 -20 -24 -18
right_child=5 2 -4 11 9 -7 -8 21 -10 16 -12 -13 23 -15 -16 -17 18 -19 24 -21 -22 -23 25 -25 -26 -27 -28
leaf_value=0.0017484247426509817 0.0006561198612798668 0.00095376806416236208 0.002006882979744135 0.00078398891775091314 0.0009260655478910626 -0.00015150616398510483 0.002123041893229182 0.0017445240869986608 0.00022394998489317248 0.0018056708760078562 0.00030735956759413586 0.00048769770587864009 0.0012909168684569737 0.0010355352558121299 0.0011150323493778836 0.0014618352807326152 0.0016309539480285279 0.0014050078177697714 0.0011335829599009209 0.0014672719069294376 0.0016170047821340979 0.0012622052772084341 0.0013514972732733565 0.0015722595227232823 0.0014124667377211836 0.0015881057749522411 0.0014295388705527193
leaf_weight=868 73 80 78 96 57 65 92 54 93 66 53 60 63 84 65 78 54 64 64 67 320 52 56 69 53 53 73
leaf_count=868 73 80 78 96 57 65 92 54 93 66 53 60 63 84 65 78 54 64 64 67 320 52 56 69 53 53 73
internal_value=0 0.00153546 0.00122864 0.00111093 0.00162712 0.00044082 0.00169091 0.00134283 0.000568003 0.00139659 0.000720201 0.000801232 0.00166375 0.000859344 0.000917859 0.00168605 0.00146821 0.00160869 0.00139321 0.00169996 0.00171306 0.00148743 0.00155907 0.00143825 0.00126022 0.00146687 0.00151546
internal_weight=0 2582 594 516 1988 368 1557 295 303 431 210 221 1465 157 161 1333 374 130 244 1255 1188 215 163 132 117 109 127
internal_count=2950 2582 594 516 1988 368 1557 295 303 431 210 221 1465 157 161 1333 374 130 244 1255 1188 215 163 132 117 109 127
is_linear=0
shrinkage=0.0032998


Tree=4451
num_leaves=23
num_cat=0
split_feature=3 43 400 43 47 13 160 481 13 48 48 13 13 3 156 13 43 159 133 13 400 3
split_gain=0.532943 0.50219 0.428416 0.451041 0.397761 0.356271 0.334041 0.293347 0.282552 0.30544 0.29801 0.276309 0.278864 0.269731 0.2334 0.211803 0.191726 0.25847 0.137135 0.0930657 0.0636394 0.0552544
threshold=0.10402500000000002 0.041625000000000002 -0.075319999999999984 -0.034774999999999993 0.077735000000000012 -0.11760499999999999 -0.52742999999999995 -0.083789999999999989 -0.11210999999999999 0.088965000000000002 0.036755000000000003 -0.055229999999999994 -0.027939999999999996 -0.010434999999999998 0.10203000000000002 0.044405000000000007 -0.015039999999999998 0.086405000000000023 -0.10960499999999999 -0.08287499999999999 -0.087159999999999987 -0.07908999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 6 7 -3 -4 -5 9 -2 -10 18 -13 14 15 -8 -9 -18 -7 -15 -1 -14
right_child=8 5 3 4 -6 11 13 16 10 -11 -12 12 21 19 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.003098737839824351 0.010971984003294863 0.01485920609101133 0.018477254318548561 -0.00042712698946989339 0.02482933109020009 0.00045725195228134459 0.0094727373169354295 0.021496899946095622 -0.011991915803837225 -0.0047395607380962095 0.0042108164984277028 0.012566210826444517 0.003222722168377662 0.0042705337355191412 -0.001922258116564195 0.0036908162568380109 0.010307300480763006 0.022040197609554581 -0.009851952810299977 -0.0054401511555158327 -0.0041772322067835637 -0.0042951207248446022
leaf_weight=74 96 55 77 53 71 66 925 62 79 55 54 74 52 53 66 224 492 60 81 59 63 59
leaf_count=74 96 55 77 53 71 66 925 62 79 55 54 74 52 53 66 224 492 60 81 59 63 59
internal_value=0 0.00792474 0.00887681 0.00946037 0.0128323 0.00231342 0.00768666 0.0115526 0.00024951 0.00523734 -0.00539985 0.000229637 0.00456254 0.00705917 0.00778778 0.0083471 0.0125896 0.0115859 -0.00521111 -0.000828875 -0.000234032 -0.000757063
internal_weight=0 2666 2279 2142 738 387 1404 667 284 151 133 332 185 1327 1215 1149 614 552 147 112 137 111
internal_count=2950 2666 2279 2142 738 387 1404 667 284 151 133 332 185 1327 1215 1149 614 552 147 112 137 111
is_linear=0
shrinkage=0.16829


Tree=4452
num_leaves=26
num_cat=0
split_feature=2 3 3 14 3 16 3 16 2 2 129 12 12 49 42 2 151 52 14 3 3 16 52 16 16
split_gain=0.499335 0.346058 0.372222 0.58009 0.277023 0.833184 0.274273 0.617516 0.592764 0.438141 0.251373 0.359655 0.528964 0.296879 0.292145 0.498899 0.23926 0.364912 0.186353 0.211099 0.277649 0.445803 0.133845 0.119675 0.0839091
threshold=0.11870500000000002 -0.13117499999999996 -0.18945499999999996 0.078275000000000025 0.093925000000000022 -0.062279999999999995 -0.060719999999999989 -0.0020399999999999997 0.08542000000000001 -0.032374999999999994 0.093310000000000018 0.085785000000000014 0.086445000000000008 -0.065249999999999989 0.087065000000000017 0.087635000000000005 -0.082079999999999986 -0.023079999999999996 -0.41128499999999996 -0.077384999999999995 -0.049204999999999992 -0.23389999999999997 -0.22495999999999997 -0.35377499999999995 0.022165000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 -4 6 23 10 9 -9 -8 11 14 -13 -14 15 -3 -11 -18 -2 -20 -21 -22 -1 -6 -23
right_child=18 4 3 -5 5 -7 7 8 -10 16 -12 12 13 -15 -16 -17 17 -19 19 20 21 24 -24 -25 -26
leaf_value=0.010942798984321704 0.0093538900127829415 0.0075982118756424168 0.02625892829596101 0.004155122880383777 0.0045414403850487107 -0.011024104460449099 -0.0074674648570121028 0.033129060480791797 0.0089089574878346758 0.018983465528167352 -0.0028631437213896649 0.022580058752224724 -0.0055533525299488419 0.0074260265331346905 -0.0086181687900016759 -0.0082072825538671516 -0.0050467490567429607 0.012064051071393715 -0.010318654950926398 0.01140718345343841 0.0063635321388557506 -0.014558445148611404 -0.0009368403100592145 0.015506796944389244 -0.0049278274853463014
leaf_weight=55 53 239 93 53 56 98 52 58 57 58 89 64 52 1157 64 74 53 105 61 54 91 52 52 58 52
leaf_count=55 53 239 93 53 56 98 52 58 57 58 89 64 52 1157 64 74 53 105 61 54 91 52 52 58 52
internal_value=0 0.00679782 0.0127164 0.0182473 0.0061555 0.000346003 0.00673506 0.0108174 0.0211399 0.00638128 0.00583492 0.00630517 0.00765771 0.00686629 0.00173336 0.00385571 0.00972356 0.00631298 0.000127561 -0.00144405 0.000722838 -0.00222669 0.00515273 0.0101361 -0.00976041
internal_weight=0 2587 253 146 2334 212 2122 383 115 268 1739 1650 1273 1209 377 313 216 158 363 310 249 195 107 114 104
internal_count=2950 2587 253 146 2334 212 2122 383 115 268 1739 1650 1273 1209 377 313 216 158 363 310 249 195 107 114 104
is_linear=0
shrinkage=0.16829


Tree=4453
num_leaves=10
num_cat=0
split_feature=1 39 14 1429 1 11 155 149 16
split_gain=0.392471 0.419462 0.33656 0.342693 0.35423 0.274402 0.362381 0.616107 0.455399
threshold=0.15390500000000004 0.11550500000000001 0.073890000000000011 -0.092119999999999994 0.13535500000000003 0.093845000000000026 0.08357500000000001 0.079475000000000004 0.40518500000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -8
right_child=-2 -3 -4 4 -6 -7 8 -9 -10
leaf_value=0.018461228178991981 -0.0089704139014690695 -0.0093019204717988101 0.015173903552613948 0.0048564368097252369 0.014642934577631588 -0.0073346280269277588 -0.013421964588440584 0.023215595439664651 0.0057727897934907388
leaf_weight=54 56 55 99 2337 102 54 68 53 72
leaf_count=54 56 55 99 2337 102 54 68 53 72
internal_value=0 0.00524239 0.00552479 0.0051755 0.00490773 0.00452275 0.00477655 0.00526432 -0.00353754
internal_weight=0 2894 2839 2740 2686 2584 2530 2390 140
internal_count=2950 2894 2839 2740 2686 2584 2530 2390 140
is_linear=0
shrinkage=0.16829


Tree=4454
num_leaves=27
num_cat=0
split_feature=3 2 2 2 2 16 3 2 41 3 2 2 123 3 16 16 3 39 1212 16 2 2 2 16 42 16
split_gain=30.6825 10.1102 7.30917 6.18081 4.74618 2.29313 1.88784 1.46056 2.14474 1.27163 1.32499 1.14377 0.940912 1.20906 0.870588 0.716563 1.13213 0.66473 0.452287 0.510509 1.12774 0.959468 0.372044 0.237156 0.206966 0.0770535
threshold=-0.063264999999999988 0.14132000000000003 -1.0000000180025095e-35 0.10869000000000002 0.11835000000000002 -0.059289999999999995 -0.088824999999999987 0.097005000000000022 0.075585000000000013 0.10402500000000002 0.093320000000000014 0.16993500000000003 0.086020000000000013 0.11745500000000002 -0.18817999999999999 0.16094000000000003 -0.095259999999999997 0.08252000000000001 0.11367500000000001 0.0054050000000000009 0.085325000000000012 0.084360000000000004 0.10892 -0.0038249999999999998 -0.036704999999999995 -0.092969999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 9 7 -2 -6 8 14 10 23 -3 13 -5 -1 16 -9 -12 19 20 -16 -21 -17 25 -18 -4
right_child=1 11 3 12 6 -7 -8 15 -10 -11 17 -13 -14 -15 18 22 24 -19 -20 21 -22 -23 -24 -25 -26 -27
leaf_value=0.0019776139238762004 0.00064160415969699949 0.0010186998611162394 0.0024199729331471644 0.001867839861929154 0.001182967202403548 0.0014643803308267041 0.0020542192153055953 0.0015641581859244722 0.002864671180350358 0.0017432592353597343 0.0021777713378936269 0.00043628287822888845 0.0010463711937420204 0.0012715493242491044 0.0024982341518782398 0.0021301214709411099 0.0019685122687721165 0.0016862015599357451 0.0020520866003588697 0.0020545741238015645 0.0022892403520634996 0.0024429356406527477 0.002485111366133148 0.002590624863911093 0.0022381079783452217 0.0022245174624716201
leaf_weight=75 75 82 53 70 56 73 53 52 86 75 72 67 56 80 542 70 53 53 57 156 601 128 64 61 88 52
leaf_count=75 75 82 53 70 56 73 53 52 86 75 72 67 56 80 542 70 53 53 57 156 601 128 64 61 88 52
internal_value=0 0.00153987 0.00170183 0.00187102 0.00227828 0.00104767 0.00160693 0.00231537 0.00235559 0.00212855 0.00222773 0.000757044 0.0014133 0.00155005 0.00232749 0.0021129 0.00198286 0.00196963 0.00234515 0.00235683 0.00238837 0.00222973 0.00229993 0.00242188 0.00213702 0.00232351
internal_weight=0 869 720 572 2081 148 109 1972 1645 366 291 149 206 150 1559 327 193 125 1484 1427 1143 284 134 166 141 105
internal_count=2950 869 720 572 2081 148 109 1972 1645 366 291 149 206 150 1559 327 193 125 1484 1427 1143 284 134 166 141 105
is_linear=0
shrinkage=0.0032998


Tree=4455
num_leaves=19
num_cat=0
split_feature=1 34 12 11 16 12 1 1455 52 124 481 475 1 52 1 13 13 52
split_gain=0.731239 0.615069 0.584505 0.452663 0.376629 0.721447 0.590564 0.571251 0.466348 0.447928 0.440465 0.419824 0.417893 0.408721 0.524356 0.2607 0.374865 0.241068
threshold=0.11869500000000001 -0.023104999999999997 -0.087789999999999993 0.094115000000000018 -0.0071849999999999995 -0.042789999999999988 0.098715000000000011 -0.040659999999999995 -0.53473999999999988 -0.048219999999999992 -0.050449999999999995 -1.0000000180025095e-35 0.10877000000000002 0.43161000000000005 0.10075500000000003 -0.073514999999999983 0.060680000000000005 -0.24334999999999998
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 7 -6 8 -1 -7 -9 -10 -8 13 14 -11 -4 -17 -12
right_child=1 2 15 -5 5 6 11 9 10 12 17 -13 -14 -15 -16 16 -18 -19
leaf_value=0.025419476680679863 -0.01814662497132331 0.014544144313755766 -0.010631954973868834 0.022486346491654173 0.019531040207565142 0.015670009720521082 0.0030567708223206468 -0.0035334431486064547 -0.011814932950428039 0.0075931131025786559 -0.0029472755020553986 -0.015870528123482788 0.019328046042593881 0.02066943384495358 -0.0083448350131617183 0.0079161843100127149 -0.0096733963361615456 0.006107223280984086
leaf_weight=52 52 75 76 52 74 88 57 98 55 1351 107 79 90 64 61 94 54 372
leaf_count=52 52 75 76 52 74 88 57 98 55 1351 107 79 90 64 61 94 54 372
internal_value=0 -0.00125095 0.00168142 0.00692818 0.00660996 0.00366758 0.00211654 0.00803553 0.00431491 0.0074912 0.00244029 -0.00792455 0.00818226 0.00750143 0.0069033 -0.00261728 0.00148623 0.00408086
internal_weight=0 351 299 2600 2548 832 758 1716 622 1664 534 136 1566 1476 1412 224 148 479
internal_count=2951 351 299 2600 2548 832 758 1716 622 1664 534 136 1566 1476 1412 224 148 479
is_linear=0
shrinkage=0.16829


Tree=4456
num_leaves=18
num_cat=0
split_feature=9 44 158 0 4 43 159 1 10 4 15 1 4 43 151 43 43
split_gain=0.69568 0.529727 0.438529 0.466588 0.640495 0.736595 0.524032 0.475029 0.415756 0.371945 0.369916 0.31703 0.438119 0.293582 0.242929 0.222834 0.149679
threshold=0.09011000000000001 0.081710000000000019 0.10725000000000003 -0.062109999999999992 -0.17006499999999999 -0.037954999999999996 0.10194000000000002 0.078320000000000015 -0.0096749999999999978 -0.49911499999999992 -0.018024999999999996 0.09636500000000002 -0.041794999999999992 -0.074874999999999983 -0.084304999999999977 -0.082579999999999987 -0.077614999999999976
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 7 10 8 -5 -1 -9 15 14 -13 -4 -10 -6 -8
right_child=-2 -3 13 4 5 -7 16 9 11 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=0.020922263439320316 -0.012393203624253852 0.022180075968099951 0.0057867712978591198 -0.0053324172000045701 0.013521208065380343 -0.017891152981247466 -0.011986986186337572 0.0056693606488174737 0.013015514295361486 0.023142540908760126 -0.010783255245989356 -0.01204286029155552 0.0038507390516279907 0.020769804938374142 0.0061406183841126033 -0.00087043492725513651 7.7544609418577466e-05
leaf_weight=53 64 52 69 66 57 92 53 100 162 53 55 58 320 81 1487 65 64
leaf_count=53 64 52 69 66 57 92 53 100 162 53 55 58 320 81 1487 65 64
internal_value=0 0.00533796 0.00502841 0.0045327 -0.000170867 -0.00567558 0.00557828 0.00658243 0.00619511 0.0117339 0.000663607 0.00580916 0.00140729 0.0138896 0.00681711 0.0058388 -0.00537223
internal_weight=0 2887 2835 2685 488 269 2197 219 2080 153 177 2027 378 150 1649 122 117
internal_count=2951 2887 2835 2685 488 269 2197 219 2080 153 177 2027 378 150 1649 122 117
is_linear=0
shrinkage=0.16829


Tree=4457
num_leaves=15
num_cat=0
split_feature=44 2 48 480 2 2 16 3 42 2 51 16 0 16
split_gain=0.480964 0.481788 0.421108 0.331935 0.314078 0.576976 0.589047 0.417426 0.355895 0.504773 0.498962 0.410083 0.331226 0.29936
threshold=0.081710000000000019 -0.087809999999999985 0.13661500000000001 -0.039079999999999997 0.084095000000000017 0.078775000000000012 -0.084064999999999987 1.0000000180025095e-35 0.087170000000000011 0.08647500000000001 0.10876000000000001 -0.50942999999999994 -0.077809999999999976 0.070590000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -7 13 10 -10 11 -6 -11 -5
right_child=-2 2 -4 4 8 6 -8 -9 9 12 -12 -13 -14 -15
leaf_value=-0.0081486238124056851 0.020014583899026054 -0.0052545350664505641 -0.010486002116413666 0.008610371403808546 0.012795252926952525 0.0064253893824956394 0.028459256910749603 -0.0088489869315192572 0.022209048231366702 0.0014912311561232016 0.015595807051807131 0.00054724317707335293 0.0098971119708682852 -0.0019196844040243236
leaf_weight=92 53 95 54 470 83 68 70 52 57 277 74 1159 256 91
leaf_count=92 53 95 54 470 83 68 70 52 57 277 74 1159 256 91
internal_value=0 0.0038283 0.00422162 0.00451087 0.0048607 0.00777778 0.017615 0.00556027 0.00371038 0.00714617 0.00216865 0.0013672 0.00553195 0.00689909
internal_weight=0 2898 2806 2752 2657 751 138 613 1906 590 1316 1242 533 561
internal_count=2951 2898 2806 2752 2657 751 138 613 1906 590 1316 1242 533 561
is_linear=0
shrinkage=0.16829


Tree=4458
num_leaves=30
num_cat=0
split_feature=4 3 48 43 12 3 48 52 15 4 43 51 3 3 4 3 52 43 1429 52 52 12 402 15 12 42 51 3 15
split_gain=19.0483 4.68145 2.07842 1.39893 1.12546 1.72822 1.08996 1.03972 1.03382 0.809594 0.775889 0.758261 0.761487 0.689664 0.684579 0.684727 0.768114 0.692115 0.66098 0.553045 0.93122 0.546961 0.281935 0.643712 0.448943 0.233447 0.222821 0.186979 0.162637
threshold=0.27420500000000009 -0.063264999999999988 0.093225000000000016 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11269500000000002 0.093225000000000016 0.042815000000000006 -0.085874999999999993 -0.0034749999999999994 -0.072829999999999992 0.086950000000000013 0.076825000000000018 0.13772500000000001 -0.068329999999999988 -0.088584999999999983 -0.14709999999999998 -0.068344999999999989 0.080400000000000013 -0.013914999999999999 -0.15824499999999997 0.083815000000000014 -0.020594999999999999 0.087010000000000018 0.091065000000000021 0.085195000000000007 0.082075000000000009 -0.070724999999999996 -0.21242999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -4 9 11 14 10 -8 -3 -2 12 -6 28 19 16 -16 -18 26 20 -1 -21 23 -23 -24 -20 27 -17 -12
right_child=7 2 3 -5 5 -7 8 -9 -10 -11 13 -13 -14 -15 15 18 17 -19 25 21 -22 22 24 -25 -26 -27 -28 -29 -30
leaf_value=0.0015976855036053674 0.00017791384054595294 0.00081580345763182147 0.00033510411946902205 0.0010265758940433529 0.0013493188621885601 0.00086294436943962596 0.0014198339182827631 0.00088588257801468055 0.00085714242774339211 0.0012496615037798512 0.0005956962204864319 0.0011480718451113479 0.0017971177598377812 0.00025268280663088329 0.0015475246487301675 0.0013499560555067988 0.0013151550013882837 0.00080690586407556881 0.0017657508249941149 0.0018680543677241069 0.0010709727366720685 0.0018988568383670609 0.001434655668696057 0.0015161492565993206 0.0016383958986968252 0.0014901225058109658 0.0015824872067716391 0.0015242819181370344 0.00084060845122500112
leaf_weight=78 83 97 52 83 75 61 83 74 63 92 71 54 95 54 54 427 61 57 86 63 70 74 355 142 182 59 69 84 53
leaf_count=78 83 97 52 83 75 61 83 74 63 92 71 54 95 54 54 427 61 57 86 63 70 74 355 142 182 59 69 84 53
internal_value=0 0.00137606 0.0011224 0.000760492 0.0012254 0.00135672 0.00145302 0.000540163 0.00117727 0.00102718 0.000442008 0.00149103 0.00159977 0.000564955 0.00147463 0.00140855 0.00122009 0.00106994 0.00145321 0.00153608 0.0013488 0.00157001 0.00154503 0.00164743 0.00150377 0.00165384 0.00140299 0.00137868 0.000700661
internal_weight=0 2616 609 135 474 285 2007 335 146 189 261 224 170 178 1861 897 172 118 725 964 148 816 753 216 537 145 580 511 124
internal_count=2951 2616 609 135 474 285 2007 335 146 189 261 224 170 178 1861 897 172 118 725 964 148 816 753 216 537 145 580 511 124
is_linear=0
shrinkage=0.0032998


Tree=4459
num_leaves=21
num_cat=0
split_feature=0 159 43 4 0 155 2 156 402 160 0 14 2 0 15 4 1209 13 13 402
split_gain=0.454467 0.571396 0.588396 0.790894 0.756503 0.471218 0.403028 0.396553 0.29937 0.296047 0.323614 0.366301 0.559503 0.276755 0.257923 0.246991 0.240222 0.237587 0.130954 0.0895623
threshold=-0.06952499999999999 0.10862000000000001 -0.16130499999999998 -0.16523499999999997 -0.0033699999999999993 0.081185000000000021 0.10457000000000001 0.091280000000000014 -0.024234999999999996 -0.54243999999999992 -0.071749999999999994 -0.24168999999999999 0.12681500000000004 0.056895000000000008 -0.046109999999999991 -0.076164999999999997 -0.06285499999999998 -0.066634999999999986 -0.039559999999999991 -0.10925999999999998
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 7 6 8 14 13 15 -10 11 -11 16 -4 -5 17 -13 -1 -8 -19
right_child=1 -3 3 4 -6 -7 18 -9 9 10 -12 12 -14 -15 -16 -17 -18 19 -20 -21
leaf_value=0.023126578822042342 -0.016168720882264134 0.013849083539270519 0.022877091025488815 0.00053357827083261842 -0.019440203200664568 0.017978402437349366 0.0095617768342003539 -0.0018779597078101059 0.01585504535843351 0.017169898867882945 0.017118310198967385 -0.0073969242631958827 -0.0111006927331908 0.0077143501330357413 -0.013993340037325209 0.003150657259921251 0.0042124961400712008 0.0047361448508642448 -0.00081101578212119691 0.014633575610539044
leaf_weight=58 65 83 59 69 72 84 97 64 62 55 52 52 74 82 69 83 1613 53 53 52
leaf_count=58 65 83 59 69 72 84 97 64 62 55 52 52 74 82 69 83 1613 53 53 52
internal_value=0 0.000722211 -0.00100435 0.000737043 -0.00401086 0.00560409 -0.000147286 0.00908359 0.00512069 0.00440669 0.00402121 0.00364059 0.00321166 0.0140718 -0.00671686 0.0106512 0.00384884 0.0144595 0.00588475 0.00965484
internal_weight=0 713 630 565 360 2238 288 205 2154 1908 1846 1794 1739 141 138 246 1665 163 150 105
internal_count=2951 713 630 565 360 2238 288 205 2154 1908 1846 1794 1739 141 138 246 1665 163 150 105
is_linear=0
shrinkage=0.16829


Tree=4460
num_leaves=25
num_cat=0
split_feature=1 3 3 2 4 2 2 1 13 0 4 1 0 13 43 13 12 160 13 4 0 159 12 150
split_gain=27.5085 7.04071 3.19889 1.99543 1.81711 1.73693 1.79835 1.3273 1.29539 1.12991 1.22441 0.79274 0.624378 0.590586 0.578699 0.506619 0.44485 0.397999 0.474157 0.363772 0.335991 0.294718 0.275278 0.285744
threshold=0.10509 -0.051469999999999995 -0.06533499999999999 0.13775000000000001 0.41165000000000002 -1.0000000180025095e-35 0.10869000000000002 0.087055000000000007 -1.0000000180025095e-35 -0.14259999999999998 0.049545000000000006 0.13872000000000004 -0.22480499999999998 -0.071389999999999995 -0.052849999999999994 -0.043279999999999992 -1.0000000180025095e-35 0.084100000000000022 -0.080519999999999994 -0.019794999999999997 -0.089704999999999993 0.087410000000000015 0.083725000000000008 0.10233000000000002
decision_type=2 2 2 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 9 5 13 -3 -7 15 -9 -1 17 -5 -10 -2 20 -4 -8 21 -19 -17 -12 22 -11 -24
right_child=1 3 7 11 -6 6 16 8 12 10 14 -13 -14 -15 -16 19 -18 18 -20 -21 -22 -23 23 -25
leaf_value=0.00212999079764481 0.0012881438594243757 0.0004205055541546216 0.0013720444201525672 0.00059062794310545813 0.00090035965802791351 0.0014293821665779677 0.00052736879325118496 0.00086205357320062021 0.0011680552196474631 0.0019676221965608818 0.0014270567420388112 5.4463185649135791e-05 0.0016569792672614574 0.0017185688466180959 0.0012113183048595728 0.0015154254175810181 0.00091005566895231737 0.001742008946981805 0.0013275998344700545 0.0018229706933139132 0.0017925728032974696 0.0015644892288193546 0.001778210910584347 0.0015301240417966186
leaf_weight=78 54 93 87 54 62 63 56 71 54 83 58 68 62 102 65 79 83 75 52 95 55 76 1193 55
leaf_count=78 54 93 87 54 62 63 56 71 54 83 58 68 62 102 65 79 83 75 52 95 55 76 1193 55
internal_value=0 0.000898867 0.00167717 0.000647479 0.00137957 0.000794343 0.000966281 0.00142736 0.00121435 0.00173967 0.00172187 0.000292071 0.00142968 0.0015698 0.00146161 0.00157984 0.000756133 0.00175205 0.00157261 0.00168354 0.00160527 0.00176822 0.00177982 0.00176731
internal_weight=0 635 2238 417 218 295 202 448 187 1790 1712 122 116 156 178 261 139 1534 127 174 113 1407 1331 1248
internal_count=2873 635 2238 417 218 295 202 448 187 1790 1712 122 116 156 178 261 139 1534 127 174 113 1407 1331 1248
is_linear=0
shrinkage=0.0032998


Tree=4461
num_leaves=24
num_cat=0
split_feature=4 12 13 133 2 13 0 2 4 39 2 4 15 13 16 0 15 49 12 1210 47 16 12
split_gain=28.5076 13.0341 5.99557 3.12675 3.08566 1.38192 1.29721 1.20833 1.19987 1.07316 1.0254 1.04836 0.992361 0.910718 0.749093 0.69034 0.493895 0.352784 0.387902 0.31299 0.276492 0.22081 0.11329
threshold=0.31392000000000003 0.056995000000000011 -1.0000000180025095e-35 -0.0094199999999999978 0.13270000000000001 -0.27740999999999993 -0.14755499999999996 0.13966500000000001 0.018150000000000003 0.08955500000000001 0.10859000000000001 -0.15615999999999999 -0.098139999999999991 -0.014549999999999999 -0.15693499999999996 -0.14820499999999998 -0.43587999999999999 0.10960000000000002 0.088725000000000012 -0.063274999999999984 0.081320000000000017 0.46043000000000006 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
left_child=1 2 3 -1 6 -5 -3 9 17 16 11 -4 -13 -7 22 -14 -2 18 20 -20 -8 -16 -10
right_child=7 4 10 5 -6 13 8 -9 14 -11 -12 12 15 -15 21 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0012922270961458608 0.00083232047827649154 0.0020366739132360832 0.0017441248454731586 0 0.00078278209558268412 0.00087075534898613325 0.0016480264269594985 2.0270651743718494e-05 0.0016899523525187822 0.00014953100322283045 0.0009345097591000488 0.0016357244362651716 0.0013379350124209678 0.00031490870467536903 0.0011030843325347498 0.0008123873979156693 0.00047512206318642178 0.001359172414361911 0.0013551918189579856 0.00158212984598003 0.0018901047219805189 0.0013583018325948274 0.0014625375494600786
leaf_weight=56 79 67 70 62 54 66 670 75 52 68 65 52 56 63 89 54 92 65 75 766 58 67 52
leaf_count=56 79 67 70 62 54 66 670 75 52 68 65 52 56 63 89 54 92 65 75 766 58 67 52
internal_value=0 0.00143983 0.000986416 0.000606281 0.00156223 0.000404981 0.00158367 0.000386174 0.00156763 0.00050085 0.00130244 0.00140537 0.00125877 0.000599568 0.00135852 0.00108026 0.00064035 0.00160088 0.00161087 0.00156193 0.00166736 0.00121292 0.00157658
internal_weight=0 2559 544 247 2015 191 1961 314 1894 239 297 232 162 129 260 110 171 1634 1569 841 728 156 104
internal_count=2873 2559 544 247 2015 191 1961 314 1894 239 297 232 162 129 260 110 171 1634 1569 841 728 156 104
is_linear=0
shrinkage=0.0032998


Tree=4462
num_leaves=16
num_cat=0
split_feature=3 123 149 0 3 0 475 475 156 49 52 4 133 160 4
split_gain=0.600947 0.481318 0.376908 0.374071 0.601438 0.521769 0.686718 0.44274 0.563308 0.448202 0.398356 0.323977 0.323556 0.221044 0.265946
threshold=0.28833000000000003 1.0000000180025095e-35 0.07770500000000001 -0.00077999999999999999 -0.15500999999999998 0.13304000000000002 -1.0000000180025095e-35 -0.051584999999999992 0.088735000000000022 0.13441 -0.51296999999999993 0.41165000000000002 0.086635000000000004 0.083295000000000022 0.41696500000000003
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 -5 8 12 10 -9 -2 -6 14 -3
right_child=11 13 -4 5 7 -7 -8 9 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.022507402318322604 -0.01407634213732002 -0.0099135835805984427 0.020761520753474785 0.0061669968632635163 -0.0015372472163108042 0.013391827598648995 -0.015963129232463104 0.021246340896271254 -0.012608866099747125 0.020689486914498505 0.0064223635813638307 0.0036047485607522641 0.011471137893612071 0.0069045496050904485 0.0032979022800573112
leaf_weight=68 67 103 52 76 115 57 83 53 72 69 1762 52 102 68 74
leaf_count=68 67 103 52 76 115 57 83 53 72 69 1762 52 102 68 74
internal_value=0 0.00587287 0.00656821 0.00626709 0.00691181 -0.000413521 -0.00537391 0.00642295 0.000283187 0.00736382 0.00685623 -0.00633505 0.00456901 -0.00124062 -0.00437999
internal_weight=0 2754 2509 2457 2241 216 159 2173 289 1884 1815 119 217 245 177
internal_count=2873 2754 2509 2457 2241 216 159 2173 289 1884 1815 119 217 245 177
is_linear=0
shrinkage=0.16829


Tree=4463
num_leaves=20
num_cat=0
split_feature=4 3 39 2 2 11 0 42 13 11 1375 0 13 42 39 4 4 4 0
split_gain=30.5725 12.9201 7.46569 2.77488 2.62035 1.62316 1.66557 1.52363 1.49291 1.38674 1.27553 1.2393 0.954143 0.960794 0.619849 0.577172 0.414403 0.393874 0.301789
threshold=0.31392000000000003 0.28833000000000003 0.0039300000000000003 0.10179000000000001 0.14019000000000004 0.08326500000000002 -0.089949999999999988 -1.0000000180025095e-35 -0.039559999999999991 1.0000000180025095e-35 -0.095554999999999987 -0.076384999999999995 0.0083850000000000018 0.099665000000000017 0.08955500000000001 -0.17568999999999999 -0.064609999999999987 0.41823000000000005 -0.056754999999999993
decision_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 14 6 -5 -4 -9 10 -1 16 13 -8 17 -13 -12 -2 -19
right_child=4 -3 7 5 -6 -7 12 8 -10 -11 11 15 -14 -15 -16 -17 -18 18 -20
leaf_value=0.0020604689561069707 0.0014014833104025956 0.00096439214735904641 0.0023598085633836571 0.0018162876473434314 0.00079620888644380927 0.002773003679715883 0.0026295307970351511 0.0020973244210994143 0.0014620369664009921 0.0029736388815527616 0.0026888690905822791 0.0026842446521342378 0.0020098229185006992 0.0021107444333101589 0.001247802736858674 0.0023357775677037475 0.0025717907100216808 0.0018995836309919001 0.0015515638962473937
leaf_weight=53 60 63 59 92 72 64 124 72 93 98 659 66 71 58 69 273 714 60 53
leaf_count=53 60 63 59 92 72 64 124 72 93 98 659 66 71 58 69 273 714 60 53
internal_value=0 0.00244114 0.0024784 0.00253511 0.00134988 0.00228825 0.00219822 0.00190302 0.00173947 0.00258929 0.00256793 0.00258362 0.00233697 0.0024644 0.00151447 0.00240372 0.00262801 0.00162062 0.00173666
internal_weight=0 2559 2496 2272 314 409 345 224 165 1863 1765 1712 253 182 242 339 1373 173 113
internal_count=2873 2559 2496 2272 314 409 345 224 165 1863 1765 1712 253 182 242 339 1373 173 113
is_linear=0
shrinkage=0.0032998


Tree=4464
num_leaves=32
num_cat=0
split_feature=12 15 2 2 123 16 15 2 16 16 15 16 12 42 2 150 12 159 159 16 43 157 47 2 43 16 1212 12 2 12 16
split_gain=17.8132 5.23452 3.68535 3.32676 2.42787 1.35132 1.31955 1.17512 1.02328 1.18161 0.914196 0.710217 0.708036 0.664746 0.634542 0.618555 0.601766 0.824196 0.480726 0.465393 0.402535 0.389907 0.398252 0.360994 0.610627 0.417197 0.426409 0.366698 0.310636 0.273157 0.267295
threshold=0.056995000000000011 -0.23982999999999996 0.13631000000000001 0.10859000000000001 1.0000000180025095e-35 0.12992000000000004 -0.015824999999999995 0.086365000000000011 -0.008069999999999999 -0.078104999999999994 -0.41956999999999994 -0.13895999999999997 0.10793500000000002 -0.045589999999999992 0.123795 0.089810000000000015 0.088665000000000008 0.0089800000000000019 0.10610000000000001 0.08215500000000002 0.012835000000000001 0.068620000000000014 0.10783500000000001 0.083815000000000014 0.0044550000000000006 -0.088604999999999975 0.039445000000000008 0.085625000000000021 0.094485000000000013 0.094115000000000018 -0.067654999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 12 -6 9 -3 18 -5 15 -14 -13 20 23 19 -1 28 21 22 -2 27 25 -25 -27 -8 29 -18 -30
right_child=2 3 -4 11 7 -7 16 -9 -10 -11 -12 14 13 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 30 -31 -32
leaf_value=0.00078713196533300043 0.0014923432076830172 0.0012219251506757429 0.00077440623891272754 0.0010291768393565748 0.00054418379242251839 0.0018282176399650593 0.0019896795987593315 0.0012131362134351533 0.00091687387078622157 0.0018417021989860485 0.00015304770988872155 0.00034517863213089859 0.0014379746098253296 0.00092163413164018839 0.00081037915224176148 0.0011896938021040122 0.0015212639243875811 0.0011654136642832099 0.00039470937388227738 0.0018218879303279209 0.001773489683954731 0.0017582581856137281 0.0012064699150061153 0.0018980159305574153 0.0013148868434457485 0.0016956191760776587 0.0013823014871606771 0.0016666323253998444 0.0015616745042028139 0.0016967740209898126 0.0012431116999804864
leaf_weight=86 394 93 70 64 59 73 78 56 55 53 63 58 57 53 72 73 268 58 57 77 60 52 63 82 56 222 62 80 56 160 63
leaf_count=86 394 93 70 64 59 73 78 56 55 53 63 58 57 53 72 73 268 58 57 77 60 52 63 82 56 222 62 80 56 160 63
internal_value=0 0.000937435 0.00151973 0.00109725 0.00127341 0.00144249 0.00154562 0.000870241 0.00130223 0.00144715 0.000484972 0.000743842 0.00143577 0.00118951 0.000603099 0.00147791 0.00161105 0.001544 0.000630958 0.00157913 0.00151482 0.00148426 0.00145301 0.00168983 0.00163864 0.00168808 0.00162734 0.00182633 0.0015449 0.00158696 0.00139332
internal_weight=0 789 2084 583 389 274 2014 115 201 146 206 194 752 110 130 642 1262 682 143 624 569 509 457 580 422 366 284 158 547 428 119
internal_count=2873 789 2084 583 389 274 2014 115 201 146 206 194 752 110 130 642 1262 682 143 624 569 509 457 580 422 366 284 158 547 428 119
is_linear=0
shrinkage=0.0032998


Tree=4465
num_leaves=12
num_cat=0
split_feature=1451 124 9 40 124 393 2 1204 131 47 2
split_gain=0.599323 0.348991 0.331815 0.252364 0.344803 0.241293 0.547357 0.403326 0.442723 0.322209 0.167378
threshold=0.07839500000000002 0.056755000000000007 -1.0000000180025095e-35 -0.079369999999999982 -0.082899999999999988 1.0000000180025095e-35 0.087665000000000007 -0.064739999999999978 1.0000000180025095e-35 0.082465000000000024 0.10669500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 -5 7 -7 8 -6 -9 -4
right_child=-2 -3 3 4 5 6 -8 9 -10 -11 -12
leaf_value=-0.0022673099334300346 0.025262183851062044 -0.0055049999281394299 0.0068157101738067034 0.021786182226278539 -0.012483777491608226 0.010987555884781796 -0.011046317396114821 0.0098024755106576687 0.0092633208734117789 0.0041740694928262016 -0.0051668640592882759
leaf_weight=90 55 57 67 54 53 71 58 2033 53 337 65
leaf_count=90 55 57 67 54 53 71 58 2033 53 337 65
internal_value=0 0.00751643 0.00777468 0.00809914 0.00845577 0.00817875 0.00106693 0.00854855 -0.00159328 0.00900291 0.00090159
internal_weight=0 2938 2881 2791 2659 2605 129 2476 106 2370 132
internal_count=2993 2938 2881 2791 2659 2605 129 2476 106 2370 132
is_linear=0
shrinkage=0.16829


Tree=4466
num_leaves=31
num_cat=0
split_feature=1 1 2 2 1 47 42 49 10 0 15 0 4 4 4 41 0 4 15 4 2 4 4 1446 50 2 0 484 42 1
split_gain=72.3006 11.434 6.3058 5.7544 3.32383 3.05408 2.33117 2.31229 1.53491 1.40311 1.28865 1.47185 1.03794 0.97471 0.859652 0.850373 0.810148 0.790528 0.778994 0.677405 0.658511 0.637257 0.582639 0.404902 0.645595 0.283004 0.281068 0.276838 0.270228 0.0696161
threshold=0.10509 0.12500000000000003 0.10656 0.098655000000000007 0.090650000000000022 0.10409500000000001 0.084805000000000005 -0.046739999999999997 -0.088499999999999981 -0.061674999999999994 0.091600000000000015 -0.076734999999999984 0.00059000000000000014 0.04105000000000001 0.053925000000000008 0.080335000000000018 -0.079249999999999987 -0.39175499999999991 0.08401500000000002 0.51544000000000012 0.13554000000000002 -0.086179999999999993 0.066300000000000012 0.084465000000000012 0.11104500000000002 0.11426500000000002 -0.10998999999999999 -0.077774999999999983 0.079335000000000003 0.094485000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -2 -5 -3 22 11 12 -6 15 21 16 23 -18 -19 20 -10 -9 -4 24 -1 -16 -15 -25 -23 -12
right_child=1 5 9 7 10 -7 -8 14 19 -11 29 -13 -14 26 25 -17 17 18 -20 -21 -22 28 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0021910027206495466 0.0012021242025030167 -0.00040959256974520362 0.00032061045165917825 0.0010830476352857044 0.002069480508339308 0.000942940362106031 0.0019817619331113441 0.0016473706448102048 0.00061875821577713137 0.0012107904178518922 0.0019365774971533696 0.0011121449764208882 0.0014620302506241757 0.0020214740640076595 0.0014070424860200149 0.0025802921254479885 0.002340564294717368 0.0015592278915028926 0.0020146070446911825 -6.2045376693591636e-05 0.00010847409508450035 0.0018451739212906445 0.00074252988462038304 0.0021886896032027041 0.0018566253187830095 0.0017241198344152709 0.00168957155122846 0.0025117478834175903 0.0020954724399596361 0.0021148423917013732
leaf_weight=931 81 54 58 62 64 55 87 99 59 52 53 52 60 56 75 53 56 56 161 57 52 95 94 54 69 55 60 70 102 61
leaf_count=931 81 54 58 62 64 55 87 99 59 52 53 52 60 56 75 53 56 56 161 57 52 95 94 54 69 55 60 70 102 61
internal_value=0 0.0007545 0.00113247 0.00199914 0.00208306 0.000246767 0.00160607 0.00167992 7.41332e-05 0.000742278 0.00175788 0.00157995 0.00177584 0.00214325 0.0017667 0.00216668 0.00215096 0.00198832 0.00189725 0.000229826 0.000380024 0.00186551 0.000581766 0.00219043 0.00216797 0.00154146 0.0018501 0.00237135 0.00197495 0.00203227
internal_weight=0 649 372 2344 1856 277 168 488 222 204 290 176 124 1566 426 1450 1397 273 217 168 111 296 152 1124 1000 130 116 124 197 114
internal_count=2993 649 372 2344 1856 277 168 488 222 204 290 176 124 1566 426 1450 1397 273 217 168 111 296 152 1124 1000 130 116 124 197 114
is_linear=0
shrinkage=0.0032998


Tree=4467
num_leaves=27
num_cat=0
split_feature=4 3 39 3 4 3 12 0 14 49 12 133 15 0 3 4 1213 4 4 12 0 15 403 3 0 133
split_gain=24.0404 11.6146 8.6781 1.93297 1.52802 1.96622 1.46764 0.996285 0.90763 0.904912 0.846985 0.896676 0.934612 0.679924 0.638131 0.496804 0.44918 0.610668 2.38762 0.524144 0.445954 0.390099 0.386854 0.373966 0.198304 0.116545
threshold=0.31392000000000003 0.28833000000000003 0.0047850000000000011 -0.14954999999999999 -0.074254999999999988 0.093925000000000022 -0.092979999999999993 -0.10726999999999999 -0.41608999999999996 -1.0000000180025095e-35 0.09253500000000002 -0.0054649999999999985 -1.0000000180025095e-35 -0.14164999999999997 0.11878500000000002 0.020110000000000006 -0.080974999999999978 -0.40515499999999993 -0.10701499999999999 0.088745000000000004 -0.10071499999999999 -0.069034999999999985 -0.083219999999999975 -0.080294999999999991 -0.064509999999999984 -0.07192999999999998
decision_type=2 2 2 2 2 2 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 13 10 -4 14 -9 -8 11 20 -13 -1 -5 23 22 19 -19 -18 -6 -17 -15 -12 -10 -24
right_child=3 -3 6 7 5 -7 9 8 24 -11 15 12 -14 16 -16 21 17 18 -20 -21 -22 -23 25 -25 -26 -27
leaf_value=0.0022621984418270558 0.0013616185674794562 0.00037570315607219539 0.001531988953105607 0.0011786085154516211 0.0013979297330267476 0.0012666190557192735 0.00071661860488987932 0.00087606754317443459 0.00048569923071318881 0.0012534618467590452 0.0015981821503668761 0.0018711008608226533 0.0022159418054330574 0.0022640130698975674 0.0006865376242115456 0.001716383992400603 0.0022472337087898367 0.0012560161190592397 0.0019088840999224993 0.0018607011570598733 0.0017894579306933216 0.0014085950157245227 0.0020526622364595987 0.0018433675532942239 0.00019591871146609898 0.0018627031414626622
leaf_weight=69 57 65 72 56 55 79 79 52 52 61 96 522 104 67 60 92 82 70 493 75 79 92 79 256 52 77
leaf_count=69 57 65 72 56 55 79 79 52 52 61 96 522 104 67 60 92 82 70 493 75 79 92 79 256 52 77
internal_value=0 0.00175413 0.00178859 0.000808457 0.00184544 0.00177352 0.00114834 0.000692408 0.00051968 0.000950781 0.0018044 0.0018757 0.00192845 0.00194312 0.000924393 0.00170323 0.00191974 0.00187907 0.00182777 0.00206281 0.00162902 0.00156268 0.00205089 0.0017766 0.000341148 0.00195913
internal_weight=0 2664 2599 329 2387 1375 212 272 156 140 1296 760 626 1012 116 536 943 720 563 157 134 184 223 352 104 156
internal_count=2993 2664 2599 329 2387 1375 212 272 156 140 1296 760 626 1012 116 536 943 720 563 157 134 184 223 352 104 156
is_linear=0
shrinkage=0.0032998


Tree=4468
num_leaves=26
num_cat=0
split_feature=1 155 484 1 4 4 4 4 1 13 4 49 13 51 13 13 12 484 4 4 52 39 484 52 4
split_gain=0.589225 0.612638 0.514446 0.462224 0.422033 0.487556 0.479841 0.357453 0.919277 0.689314 0.350413 0.273802 0.304099 0.225603 0.295614 0.232318 0.221632 0.243827 0.179792 0.232638 0.169108 0.165164 0.157398 0.164696 0.0763846
threshold=0.090650000000000022 0.10022500000000002 0.057010000000000005 0.11539500000000001 -0.16523499999999997 -0.077789999999999984 -0.052619999999999993 -0.14345499999999997 0.081540000000000015 -0.011514999999999999 0.04105000000000001 -0.010069999999999997 -0.0023899999999999993 0.11874000000000001 0.076825000000000018 -0.0027149999999999995 0.082425000000000012 -0.081534999999999982 -0.021669999999999998 -0.084854999999999986 -0.10337499999999998 0.086285000000000014 -0.011809999999999999 0.042815000000000006 -0.076329999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 -4 -2 -6 -7 8 9 -1 13 21 -13 14 15 16 -9 -18 19 -17 -12 -8 -22 -24 -16
right_child=1 -3 3 -5 5 6 11 10 -10 -11 20 12 -14 -15 24 18 17 -19 -20 -21 22 -23 23 -25 -26
leaf_value=0.0069384896069730074 0.019913929602115819 0.019824899387447654 -0.016208623617186408 0.0040646427801910023 -0.0095583968971404438 0.018641279355882761 0.0026898934482269482 0.023729703459019879 0.021111338526518236 -0.01962469698722152 0.014488710945964538 0.0039991623753549222 0.013447902568236055 0.0023454457158869758 0.01692082677735661 0.01290538738859312 0.0061684518041709878 0.013740300304409573 0.013901099347856084 -0.00055594627276452666 0.011354555372759374 -0.0078792716709171328 -0.0036866832090879259 0.0072826468050415528 0.026204463149721434
leaf_weight=59 59 82 59 69 59 80 166 55 55 52 52 276 149 60 52 56 140 905 82 103 57 56 90 68 52
leaf_count=59 59 82 59 69 59 80 166 55 55 52 52 276 149 60 52 56 140 905 82 103 57 56 90 68 52
internal_value=0 0.00584858 0.00466887 -0.00526603 0.00617593 0.00514242 0.00633794 0.0107959 0.00331332 -0.00548934 0.0114959 0.00481389 0.00731601 0.0124937 0.0129139 0.0122404 0.0132793 0.0127276 0.00749099 0.00417385 0.00586456 1.57049e-05 0.00377036 0.00102292 0.0215799
internal_weight=0 1055 973 128 845 786 727 1938 166 111 1772 647 425 1505 1445 1341 1100 1045 241 159 267 222 215 158 104
internal_count=2993 1055 973 128 845 786 727 1938 166 111 1772 647 425 1505 1445 1341 1100 1045 241 159 267 222 215 158 104
is_linear=0
shrinkage=0.16829


Tree=4469
num_leaves=22
num_cat=0
split_feature=4 2 12 2 2 2 14 0 4 4 49 2 14 15 12 0 42 15 15 4 2
split_gain=25.636 10.0301 4.23791 3.10251 2.40503 2.37173 1.89035 1.87666 2.0833 1.21482 1.15239 1.11207 0.811929 0.583949 0.811185 0.635604 0.390174 0.382145 0.365775 0.241635 0.0954714
threshold=0.31392000000000003 0.12068000000000001 -0.012249999999999999 -0.0050599999999999994 0.094765000000000016 0.14019000000000004 0.064610000000000015 -0.105195 0.0048200000000000005 0.020110000000000006 -0.032624999999999994 0.14253500000000002 -1.0000000180025095e-35 0.025430000000000005 0.083815000000000014 -0.078989999999999991 0.088025000000000006 -0.21242999999999998 -0.065419999999999992 0.23355000000000001 0.091735000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 12 7 8 -4 13 -3 -12 -2 15 -15 -9 17 -14 20 -10 -11
right_child=5 10 6 4 -6 -7 -8 9 19 18 11 -13 16 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00021998933171036723 0.00079893577837488123 0.00017351240840455634 0.00070161436102747997 0.0016965031728324003 0.00079418379215059919 -0.00017372138978546188 0.0018280280242795031 0.0014242124613360924 0.0014740351463161157 0.0013289852878611418 0.0010092277818650997 0.00037996874697365617 0.00027222338135814682 0.001859632741605641 0.0014478640977689458 0.001233892315007899 0.00014484403208726087 0.0006434919621402396 0.00091308439780577691 0.001187071862296087 0.0011433924026050741
leaf_weight=57 61 62 96 52 85 84 97 503 71 63 68 56 58 56 896 315 62 64 57 62 68
leaf_count=57 61 62 96 52 85 84 97 503 71 63 68 56 58 56 896 315 62 64 57 62 68
internal_value=0 0.00128094 0.00133642 0.000867699 0.00113693 0.000304455 0.00137622 0.00135616 0.00107284 0.00138928 0.00054158 0.00072533 0.000468545 0.00141615 0.00147212 0.00135097 0.000358822 0.000467276 0.00113613 0.00134053 0.00123292
internal_weight=0 2664 2478 194 137 329 2284 2187 229 1958 186 124 245 1770 952 818 184 122 188 133 131
internal_count=2993 2664 2478 194 137 329 2284 2187 229 1958 186 124 245 1770 952 818 184 122 188 133 131
is_linear=0
shrinkage=0.0032998


Tree=4470
num_leaves=18
num_cat=0
split_feature=1210 12 3 15 12 160 52 13 39 12 15 13 0 16 160 52 16
split_gain=0.582729 0.480049 0.740702 0.398777 0.625152 0.432338 0.37506 0.314766 0.291438 0.266173 0.412586 0.376647 0.351704 0.641471 0.365217 0.305548 0.231213
threshold=-0.081959999999999991 -0.098524999999999988 0.17351000000000003 0.084985000000000019 0.080635000000000012 -0.53177999999999981 -0.56096499999999982 0.066150000000000014 0.092205000000000023 0.088245000000000004 -0.074729999999999977 0.055610000000000007 -0.086659999999999987 0.0015850000000000003 -0.062634999999999982 -0.22711499999999998 -0.105305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 6 -5 -6 -3 16 -2 12 15 -12 13 -8 -14 -11 -7
right_child=1 2 -4 4 5 7 9 -9 -10 10 11 -13 14 -15 -16 -17 -18
leaf_value=0.022059081120352944 0.028969151902580946 0.020841828740317019 -0.0067467997916137923 0.029637544199977158 -0.0034703517928693023 0.0033655260787200801 0.0045342401360214338 0.0024937526107109307 0.011935360539489405 0.024152248258104369 0.0030816085498048193 0.017774816342869797 0.015447599485240965 -0.014850901738588678 0.0055333982292216253 0.011428085981234634 0.014399917735598422
leaf_weight=100 52 59 87 54 55 60 547 87 64 67 283 60 162 53 303 272 558
leaf_count=100 52 59 87 54 55 60 547 87 64 67 283 60 162 53 303 272 558
internal_value=0 0.00897344 0.00851797 0.00902554 0.0121219 0.010875 0.00762898 0.0119966 0.0195867 0.00718172 0.00978096 0.00565709 0.00551555 0.00281889 0.00899124 0.0139482 0.0133315
internal_weight=0 2823 2707 2620 814 760 1806 705 116 1747 682 343 1065 600 465 339 618
internal_count=2923 2823 2707 2620 814 760 1806 705 116 1747 682 343 1065 600 465 339 618
is_linear=0
shrinkage=0.16829


Tree=4471
num_leaves=13
num_cat=0
split_feature=1186 43 43 12 12 3 12 150 132 16 1 43
split_gain=0.63366 0.451083 0.689202 0.386718 0.380826 0.577732 0.388262 0.503948 0.492859 0.352611 0.55898 0.25994
threshold=0.084505000000000011 -0.23933499999999996 -0.16318499999999997 0.092395000000000019 -0.16423499999999996 0.28833000000000003 0.085760000000000017 -0.07009 0.082230000000000011 -0.0071849999999999995 0.11181500000000001 -0.067269999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -4 6 7 -6 -9 10 -8 -11
right_child=-2 2 4 -5 5 -7 9 8 -10 11 -12 -13
leaf_value=0.026999807233916238 0.023331003183837497 -0.012215525273081193 0.020072800603628732 0.0090290629010399762 -0.0086622360971765865 -0.0075282934696323895 0.010031483279856403 0.0069160320918175075 -0.0092170789668176798 0.008824638521804944 0.027219436539232273 0.0011619314299507525
leaf_weight=60 73 52 65 79 72 75 934 884 57 297 57 218
leaf_count=60 73 52 65 79 72 75 934 884 57 297 57 218
internal_value=0 0.0074398 0.00695926 0.0167991 0.00733492 0.00701504 0.00744877 0.00489746 0.00593688 0.00916369 0.0110219 0.0055845
internal_weight=0 2850 2711 139 2659 2594 2519 1013 941 1506 991 515
internal_count=2923 2850 2711 139 2659 2594 2519 1013 941 1506 991 515
is_linear=0
shrinkage=0.16829


Tree=4472
num_leaves=17
num_cat=0
split_feature=1186 403 42 133 52 401 0 12 49 12 133 0 0 13 12 3
split_gain=0.438169 0.395797 0.37614 0.702775 0.294021 0.302715 0.280852 0.261248 0.345984 0.486211 0.438509 0.310742 0.238546 0.250037 0.350201 0.159064
threshold=0.084505000000000011 -0.14820499999999998 0.085790000000000019 0.40304500000000004 -0.56096499999999982 0.10872500000000002 -0.081814999999999985 0.085945000000000008 -0.070754999999999985 -0.10468499999999999 0.085785000000000014 -0.14259999999999998 0.024295000000000001 0.24142000000000002 0.11984500000000002 -0.014924999999999999
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 7 -1 8 11 -10 -11 -6 13 14 -9 -13
right_child=-2 4 3 -5 5 -7 -8 12 9 10 -12 15 -14 -15 -16 -17
leaf_value=-0.0030372679621418048 0.019404633885566121 0.016735700761613497 0.031385583861613178 0.0074109322677041404 0.020157305368737007 0.014535926012988877 0.012803310696771082 0.0068666492873242346 0.012963827849341723 -0.0015110614578807712 0.0075863092425810918 0.010822949518550354 -0.0027205120995230842 -0.0041755818591326281 0.019003711662909994 -0.0016932822569073077
leaf_weight=57 73 65 64 76 57 96 71 1084 99 674 193 61 74 53 72 54
leaf_count=57 73 65 64 76 57 96 71 1084 99 674 193 61 74 53 72 54
internal_value=0 0.00618808 0.0123493 0.0183836 0.00554787 0.00525824 0.00573527 0.00488961 0.00303045 0.00178998 0.000512002 0.0099868 0.00653725 0.00710538 0.00762415 0.00493014
internal_weight=0 2850 268 140 2582 2517 128 2421 1138 966 867 172 1283 1209 1156 115
internal_count=2923 2850 268 140 2582 2517 128 2421 1138 966 867 172 1283 1209 1156 115
is_linear=0
shrinkage=0.16829


Tree=4473
num_leaves=27
num_cat=0
split_feature=12 12 123 12 12 150 150 133 41 160 52 52 12 42 12 124 133 402 1453 484 484 133 52 150 12 52
split_gain=24.9394 6.35781 3.13471 2.61311 2.23018 2.07991 2.04664 1.58163 1.22186 0.994164 0.831383 0.590824 0.57581 0.504152 0.568833 0.47357 0.38973 0.333189 0.255006 0.383193 0.240329 0.39138 0.514974 0.136331 0.0812738 0.0785858
threshold=0.056995000000000011 0.14687000000000003 0.08901000000000002 -0.19698999999999997 0.092755000000000018 -0.029954999999999999 0.087865000000000013 0.085895000000000013 0.07677500000000001 0.051580000000000008 -0.08799499999999999 -0.53299999999999992 0.10253500000000002 -0.027559999999999998 0.11498000000000001 -0.064554999999999987 0.10784000000000001 0.10872000000000002 -0.0017099999999999999 0.087020000000000014 -0.019629999999999998 -0.081204999999999986 -0.41694999999999993 0.11228 0.10859000000000001 0.064135000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 8 -5 7 9 11 10 -7 -2 16 24 -15 -4 20 18 -13 -20 -6 -22 -23 -8 -14 -18
right_child=1 -3 15 5 12 6 23 -9 -10 -11 -12 17 13 14 -16 -17 25 -19 19 -21 21 22 -24 -25 -26 -27
leaf_value=0.00024387103618099491 0.0018635814577974514 0.00033219474577939669 0.00011317820832073069 0.00039666158911868339 0.0015697372013354451 0.0013833221042001047 0.00050003495573269644 0.00068461504476052544 0.0019981653617076635 0.0015840928382739817 0.0010035553079531024 0.0013384184727133217 0.0012851442107186749 0.00095366305965040787 0.0013804738824536344 0.00051546500537063829 0.0015011044822818313 0.0017644534374281337 0.0015187508324517127 0.0017260180884707151 0.0015746059959344781 0.0014613566277634944 0.0011328939163768132 0.00073607241109293904 0.0014518713020028223 0.0016660454592170749
leaf_weight=64 67 52 64 67 56 94 58 76 74 64 194 75 60 95 54 64 77 71 904 112 57 88 132 52 86 66
leaf_count=64 67 52 64 67 56 94 58 76 74 64 194 75 60 95 54 64 77 71 904 112 57 88 132 52 86 66
internal_value=0 0.00147269 0.000788139 0.000878689 0.00150127 0.000945785 0.00101411 0.00111738 0.00158467 0.00121072 0.00112763 0.00155974 0.00136028 0.00124481 0.00110858 0.000314597 0.00143176 0.00154219 0.0015277 0.00154163 0.00136908 0.00132839 0.00126444 0.000611937 0.00138359 0.00157748
internal_weight=0 2126 797 669 2074 605 538 428 1303 352 288 1229 771 295 149 128 476 1162 1091 1016 333 277 220 110 146 143
internal_count=2923 2126 797 669 2074 605 538 428 1303 352 288 1229 771 295 149 128 476 1162 1091 1016 333 277 220 110 146 143
is_linear=0
shrinkage=0.0032998


Tree=4474
num_leaves=27
num_cat=0
split_feature=1 155 4 1 2 2 14 2 4 4 0 2 0 1446 1 2 2 0 42 1 2 4 1210 131 0 13
split_gain=15.1841 3.28581 1.48632 1.41346 1.21285 1.8599 1.17281 0.955275 0.932653 0.751726 0.834209 0.733886 0.574495 0.595623 0.630674 1.22696 0.573161 0.471849 0.453088 0.321926 0.292618 0.399217 0.349084 0.283308 0.175679 0.0953994
threshold=0.10442000000000001 0.09198000000000002 0.24099500000000004 0.12072500000000001 -0.0050599999999999994 0.12068000000000001 -1.0000000180025095e-35 0.11382000000000002 0.028075000000000006 -0.057674999999999997 -0.10998999999999999 0.10859000000000001 -0.070134999999999989 0.037915000000000011 0.085720000000000005 0.08622500000000001 0.084970000000000004 -0.10185499999999999 0.087170000000000011 0.13872000000000004 0.096325000000000008 -0.14088999999999999 -0.074724999999999986 0.088565000000000019 0.048595000000000006 -0.0073899999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 7 -5 -6 -7 8 -2 10 -1 20 13 14 16 23 -11 -18 -14 -8 21 -12 -23 -16 -22 -9
right_child=1 -3 -4 4 5 6 19 25 -10 12 11 -13 18 -15 15 -17 17 -19 -20 -21 24 22 -24 -25 -26 -27
leaf_value=0.0017588359150316026 0.00079094688327984309 0.0015157258633995304 0.00089367105848626115 0.00015736074634849608 0.001156123570950683 0.00084502604807524368 0.00046526335473673038 0.00052980325535163851 0.0012854445142634488 0.0010247912308926921 0.0011631672250397536 0.0010287935647179368 0.00092049834932404794 0.0015597818231670403 0.001439604967247354 0.00078930952445983805 0.0016262851692960417 0.0013366065658084716 0.0012854659055334691 0.00012520954525608812 0.0016923143170446949 0.0015868093998543714 0.0013788128402283627 0.0011567717295338543 0.001423120982498564 0.00072617665692148502
leaf_weight=69 93 57 83 72 59 64 60 61 76 57 83 61 80 97 82 75 72 467 71 62 59 104 677 77 53 52
leaf_count=69 93 57 83 72 59 64 60 61 76 57 83 61 80 97 82 75 72 467 71 62 59 104 677 77 53 52
internal_value=0 0.00075815 0.00132835 0.000686001 0.000534519 0.000645214 0.000482962 0.000856159 0.00101353 0.00134486 0.00140563 0.00138209 0.00128247 0.00131341 0.00128457 0.00113841 0.0013419 0.00137537 0.00109234 0.000292738 0.00140414 0.00138322 0.00140656 0.00130286 0.00156524 0.000620482
internal_weight=0 656 2267 599 317 245 186 282 169 2184 1106 1037 1078 927 830 234 596 539 151 122 976 864 781 159 112 113
internal_count=2923 656 2267 599 317 245 186 282 169 2184 1106 1037 1078 927 830 234 596 539 151 122 976 864 781 159 112 113
is_linear=0
shrinkage=0.0032998


Tree=4475
num_leaves=17
num_cat=0
split_feature=2 14 15 14 4 1 4 12 4 16 151 42 483 16 16 15
split_gain=1.26049 0.465585 0.456364 0.386162 0.345902 0.458835 0.264483 0.350226 0.369845 0.339514 0.347235 0.324534 0.264254 0.316084 0.249213 0.172377
threshold=0.13554000000000002 -0.075274999999999995 -0.035654999999999992 0.073890000000000011 0.5567700000000001 0.13385500000000003 0.043640000000000005 -0.090069999999999997 0.010535000000000001 -0.42607499999999993 -0.063719999999999985 -1.0000000180025095e-35 0.005595000000000001 -0.13800499999999996 -0.40430999999999989 -0.048914999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 14 4 5 6 7 -1 11 10 -8 -9 13 -11 -3 -12
right_child=1 2 -4 -5 -6 -7 9 8 -10 12 15 -13 -14 -15 -16 -17
leaf_value=-0.004098986007481438 -0.019061153633051296 -0.0029030666761934196 -0.013644681844835591 0.017631513961675085 -0.0065560192471877518 0.022102856884934623 -0.0010758943484258006 0.011103429305725396 0.022190518190502544 -0.013480596401113161 0.0085463072506290136 0.0063647795941517314 0.010275784530633937 0.00083361380817974901 0.013170742539691567 0.021295063324603881
leaf_weight=68 56 55 56 101 52 58 66 587 52 60 71 1366 52 160 54 53
leaf_count=68 56 55 56 101 52 58 66 587 52 60 71 1366 52 160 54 53
internal_value=0 -0.00579987 -0.00128819 0.00740696 0.00701585 0.00728871 0.00694906 0.0077612 0.00816434 0.00330108 0.00876009 0.00778996 -0.000505602 -0.0030621 0.00504362 0.0140099
internal_weight=0 221 165 2746 2645 2593 2535 2073 2005 462 190 1953 272 220 109 124
internal_count=2967 221 165 2746 2645 2593 2535 2073 2005 462 190 1953 272 220 109 124
is_linear=0
shrinkage=0.16829


Tree=4476
num_leaves=14
num_cat=0
split_feature=15 3 123 48 14 0 15 3 43 133 43 15 0
split_gain=21.5453 8.19572 4.82031 2.13064 1.77011 3.6399 1.54369 1.26632 1.1748 0.731376 0.578571 0.537159 0.23891
threshold=-0.26361999999999991 0.28833000000000003 1.0000000180025095e-35 0.12264000000000001 0.073890000000000011 -0.12851999999999997 -0.095814999999999997 0.3148450000000001 -0.049999999999999996 0.087045000000000025 0.5117600000000001 0.13592500000000005 -0.22745499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 6 -2 8 -1 -4 11 -7 -8
right_child=1 -3 9 -5 -6 10 12 -9 -10 -11 -12 -13 -14
leaf_value=0.00028310955091323834 0.0015213776403701122 0.00044038547907202446 0.0011429270309711551 0.0010039864546279452 0.0020147390855001657 0.0015952523765852722 0.00068592357099477367 -1.6373170728402685e-05 0.00082181984574901618 0.00068867548073459322 0.0012312980590403698 0.0012555942405912286 0.00099465816809718899
leaf_weight=86 56 81 91 78 90 2055 53 54 91 68 52 53 59
leaf_count=86 56 81 91 78 90 2055 53 54 91 68 52 53 59
internal_value=0 0.00147498 0.00150653 0.00154204 0.00155938 0.00154177 0.00107325 0.00042532 0.000560273 0.000948878 0.00157819 0.00158673 0.000848875
internal_weight=0 2736 2655 2496 2418 2328 168 231 177 159 2160 2108 112
internal_count=2967 2736 2655 2496 2418 2328 168 231 177 159 2160 2108 112
is_linear=0
shrinkage=0.0032998


Tree=4477
num_leaves=22
num_cat=0
split_feature=4 2 9 3 2 4 3 0 52 52 43 4 0 3 43 3 3 457 43 48 0
split_gain=34.5581 9.87908 5.01905 3.20178 2.56972 1.826 1.9891 1.42216 1.23146 2.39524 0.819966 0.815661 0.690671 0.638226 0.601358 0.562567 0.538907 0.460848 0.459567 0.420302 0.399955
threshold=0.27998000000000006 0.13501500000000002 -1.0000000180025095e-35 0.17351000000000003 0.12665000000000001 -0.060239999999999995 -0.076594999999999983 -0.13955999999999996 -0.049669999999999999 -0.08403999999999999 -0.072364999999999985 0.052250000000000012 -0.067434999999999981 0.057935000000000007 0.041625000000000002 0.11745500000000002 -0.12711499999999995 0.08351500000000002 0.10440000000000002 0.091045000000000015 -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
left_child=1 2 -1 5 10 7 11 -4 9 -8 -2 17 -6 -10 16 -12 -9 -7 -16 -3 -13
right_child=4 19 3 -5 12 6 8 14 13 -11 15 20 -14 -15 18 -17 -18 -19 -20 -21 -22
leaf_value=0.00086554008571582543 0.00063108194057708358 0.0011050585107874684 0.0024501633316106994 0.0010987786330250828 0.00052953342638123186 0.0020354919760710755 0.0017183410028430086 0.0018017550332423467 0.0018621989487008911 0.00091257066380804827 0.0012721904464156034 0.001976283476888681 3.6537574621599238e-05 0.0014619360746257011 0.0016821257676699845 0.00082277746384315693 0.0020514257298160665 0.001759313266813123 0.0020125866088679307 0.00070260462059977807 0.001631719536670707
leaf_weight=52 65 54 77 53 77 509 123 110 265 60 75 55 52 53 116 52 781 78 79 61 120
leaf_count=52 65 54 77 53 77 509 123 110 265 60 75 55 52 53 116 52 781 78 79 61 120
internal_value=0 0.00183838 0.00188137 0.00190266 0.000691695 0.00192021 0.00183303 0.00201486 0.00167102 0.00145435 0.000933799 0.0019395 0.00033108 0.0017956 0.00198396 0.00108846 0.00202064 0.00199885 0.00181619 0.000891889 0.00174021
internal_weight=0 2646 2531 2479 321 2426 1263 1163 501 183 192 762 129 318 1086 127 891 587 195 115 175
internal_count=2967 2646 2531 2479 321 2426 1263 1163 501 183 192 762 129 318 1086 127 891 587 195 115 175
is_linear=0
shrinkage=0.0032998


Tree=4478
num_leaves=29
num_cat=0
split_feature=2 12 2 2 2 52 52 12 3 0 16 2 12 16 0 159 12 49 0 0 0 3 2 1209 402 3 2 16
split_gain=41.6978 21.3817 6.97139 7.60129 5.71237 3.2172 3.47514 2.62851 2.53155 1.98479 1.73981 1.48934 1.38321 0.763733 1.45957 0.731057 0.728728 0.640233 0.63056 0.583201 0.567387 0.480367 0.43866 0.324405 0.368801 0.320219 0.235697 0.173704
threshold=0.13554000000000002 0.056995000000000011 0.079570000000000016 0.10859000000000001 0.30739000000000005 0.084050000000000014 -0.090304999999999983 0.092900000000000024 -0.15105999999999997 -0.083804999999999977 -0.24404999999999996 -0.069044999999999981 0.11697000000000002 0.0011450000000000004 0.11737000000000002 0.087360000000000007 0.083785000000000012 -0.081404999999999991 -0.040094999999999992 -0.14755499999999996 -0.066574999999999981 -0.10115999999999999 -0.012574999999999998 0.087355000000000002 -0.063254999999999992 0.110335 0.084685000000000024 -0.072904999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 5 9 6 -4 8 -3 -2 -9 -1 13 21 20 25 26 -18 -11 -8 -15 -12 -13 24 -19 -5 -10 -23
right_child=4 7 3 15 -6 -7 19 10 16 18 12 22 -14 14 -16 -17 17 23 -20 -21 -22 27 -24 -25 -26 -27 -28 -29
leaf_value=0.0014136932454821278 0.000380334823276115 0.0029063581159813234 0.0024906011374422605 0.0015709591147182813 -0.00032528251083512218 0.0028733140896929714 0.0014693658616790814 0.0016385488150245356 0.0027387712025659034 0.0014097333637790202 0.002599118806662532 0.00062443619488568118 0.0017149104353115134 0.0020919865896422691 0.0025537535386246377 0.00094531836405647508 0.0019580099563444955 0.0025668879094238079 0.00091570409060902781 0.0019134143296959301 0.0017505601997674027 0.0023387469867621772 0.0010313185964936661 0.0020836119546113682 0.0023028463185060231 0.0012174748578244838 0.0024136687117755633 0.0021698885917954326
leaf_weight=71 53 83 84 60 54 52 86 79 52 55 55 65 70 141 57 58 63 64 59 53 88 149 53 71 946 55 52 139
leaf_count=71 53 83 84 60 54 52 86 79 52 55 55 65 70 141 57 58 63 64 59 53 88 149 53 71 946 55 52 139
internal_value=0 0.00209732 0.00156732 0.00179165 0.000607193 0.00213275 0.0019599 0.00225738 0.00234668 0.000908923 0.00210457 0.0010354 0.00215719 0.00220636 0.00207921 0.00124923 0.00230943 0.00228511 0.00115436 0.00163893 0.00196094 0.00231227 0.000807487 0.00230414 0.00231961 0.00140221 0.00257656 0.00225737
internal_weight=0 2746 637 448 221 275 223 2109 1331 167 778 189 699 629 286 173 1248 1144 114 139 229 343 118 1081 1010 115 104 288
internal_count=2967 2746 637 448 221 275 223 2109 1331 167 778 189 699 629 286 173 1248 1144 114 139 229 343 118 1081 1010 115 104 288
is_linear=0
shrinkage=0.0032998


Tree=4479
num_leaves=27
num_cat=0
split_feature=4 3 1 14 1 4 43 3 49 0 43 4 3 1 123 47 3 0 0 4 42 0 43 4 43 1
split_gain=33.1392 9.1737 7.30201 2.83962 2.72197 1.76821 1.33289 2.49562 0.983669 0.705086 1.32822 1.87106 1.23257 0.616306 0.612451 0.586426 1.0459 0.925538 0.643186 0.547431 0.360552 0.294823 0.241421 0.196239 0.130219 0.0902973
threshold=0.31392000000000003 -0.064349999999999991 0.10471000000000001 0.073890000000000011 0.11392000000000001 -0.47860499999999995 -0.029255 0.28833000000000003 0.11580500000000001 -0.079249999999999987 -0.22491499999999998 -0.4950449999999999 -0.10690999999999999 0.14860500000000001 0.08901000000000002 0.077735000000000012 0.096440000000000012 -0.079249999999999987 -0.11991499999999998 -0.085189999999999974 0.091330000000000008 -0.084044999999999995 -0.012264999999999998 -0.08231999999999999 -0.14074499999999998 0.13042000000000001
decision_type=2 2 2 2 2 2 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 8 -2 -3 -4 -8 9 19 -11 -12 -13 14 25 16 17 18 -7 22 23 -22 24 -21 -1 -6
right_child=4 2 6 -5 13 15 7 -9 -10 10 11 12 -14 -15 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27
leaf_value=0.0022459269479833516 0.0013437126641191129 0.0024272745773082508 0.00085710698023523223 0.0027201525988656944 0.0010040041133040749 0.0018009875153696673 0.001790476725279648 0.00086620064335140516 0.0017330785600486805 0.0014887097528505683 0.0025907721521511379 0.0015960665566803068 0.002044472102995101 0.0003466085021881366 0.0004900691346229109 0.0021295310337238749 0.001323902967306509 0.0015705193338180657 0.0022183360068057196 0.0019877723487301659 0.0020652458828852088 0.0017416872124713062 0.0021154157768094525 0.0021465237754719245 0.0024719531004927979 0.00081016858496207812
leaf_weight=52 88 59 94 76 52 92 71 58 92 52 61 79 461 53 62 54 52 91 74 103 83 52 57 762 77 60
leaf_count=52 88 59 94 76 52 92 71 58 92 52 61 79 461 53 62 54 52 91 74 103 83 52 57 762 77 60
internal_value=0 0.00198295 0.00164035 0.00209303 0.000850668 0.00189571 0.00115696 0.00137518 0.00206833 0.00208509 0.00199716 0.0020411 0.00197894 0.000659377 0.000754443 0.00180921 0.00175312 0.00183983 0.00198725 0.00213347 0.00210248 0.00194088 0.00229988 0.00212766 0.00238111 0.000900478
internal_weight=0 2652 645 2007 315 422 223 129 1931 1839 653 601 540 227 174 363 309 257 166 1186 1000 135 186 865 129 112
internal_count=2967 2652 645 2007 315 422 223 129 1931 1839 653 601 540 227 174 363 309 257 166 1186 1000 135 186 865 129 112
is_linear=0
shrinkage=0.0032998


Tree=4480
num_leaves=23
num_cat=0
split_feature=1 1 3 14 4 0 4 0 52 2 158 2 131 4 4 1 0 157 4 4 16 4
split_gain=30.0857 8.97647 5.04518 4.12689 2.44567 1.79031 1.2824 2.13255 1.15238 1.08054 0.941231 0.905598 0.779186 0.767447 0.867733 0.861421 0.749266 0.606046 0.337518 0.353093 0.301326 0.292481
threshold=0.10378000000000001 0.13699000000000003 -0.049204999999999992 0.073890000000000011 0.053925000000000008 -0.10726999999999999 -0.50139499999999992 -0.021574999999999997 -0.070529999999999995 0.10393500000000001 0.019155000000000002 0.16730000000000003 0.090175000000000019 -0.021669999999999998 0.074650000000000008 0.11690500000000002 -0.079324999999999993 -0.086319999999999994 0.19778000000000004 0.070065000000000016 -0.33811499999999994 -0.017399999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 5 8 -7 16 -1 12 18 20 -2 -4 -15 -16 17 -8 19 -6 -3 -18
right_child=1 11 13 -5 10 6 7 -9 -10 -11 -12 -13 -14 14 15 -17 21 -19 -20 -21 -22 -23
leaf_value=0.0016822523161733468 0.001960359682379972 0.00024762857458414178 0.0012112445572759632 0.0024670488169583741 0.0011607404484082833 0.0021437541622519119 0.0015738589862780478 0.0012371935888322032 0.0010070493556925424 0.0012474753075387187 0.0017098894629916362 -0.00010491922903830285 0.0014455624139798489 0.00047127894151542232 0.0012249618286362235 0.00070972022387474833 0.0017030053317318534 0.0018439804613134337 0.0010525305165709465 0.0015084733027128918 0.00059621295972410253 0.0014868731529950766
leaf_weight=54 67 54 52 80 55 95 101 85 57 96 79 52 63 74 58 92 397 1058 53 80 55 86
leaf_count=54 67 54 52 80 55 95 101 85 57 96 79 52 63 74 58 92 397 1058 53 80 55 86
internal_value=0 0.000931113 0.00114858 0.00172986 0.00170304 0.00174401 0.00176885 0.00174821 0.00133584 0.00151435 0.00140633 0.000252844 0.00171115 0.000848939 0.000764675 0.000909182 0.00177464 0.00182047 0.00127858 0.00136707 0.000423843 0.0016646
internal_weight=0 663 502 2280 2200 1933 1822 1727 111 226 267 161 130 276 224 150 1642 1159 188 135 109 483
internal_count=2943 663 502 2280 2200 1933 1822 1727 111 226 267 161 130 276 224 150 1642 1159 188 135 109 483
is_linear=0
shrinkage=0.0032998


Tree=4481
num_leaves=16
num_cat=0
split_feature=4 3 12 3 4 3 42 42 4 457 3 4 13 16 12
split_gain=20.8281 8.97688 3.65814 2.78412 2.39546 2.64334 1.35291 1.12751 1.15226 1.28147 1.09796 1.00605 1.02864 0.578111 0.312283
threshold=0.31392000000000003 0.28833000000000003 -1.0000000180025095e-35 0.18595000000000003 -0.50393499999999991 0.11269500000000002 0.10001500000000001 0.13588500000000003 0.053925000000000008 0.08351500000000002 -0.084014999999999992 -0.0034749999999999994 -0.0094049999999999984 -0.49057499999999993 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 6 -4 7 10 8 9 -6 -2 12 -1 -12 -10
right_child=3 -3 4 -5 5 -7 -8 -9 14 -11 13 -13 -14 -15 -16
leaf_value=0.0013721315616276192 0.0013335252882489559 0.00038862765347875278 0.0022429498056097063 0.00010462489495849237 0.001759013924258976 0.00099840363106040524 0.00046984619314895793 0.0012183869348158783 0.0015933421909409481 0.0014037029926704406 0.0010537384347735236 0.0014918462662603324 0.0007471486080151738 0.00057951570484727545 0.0013562223389134956
leaf_weight=54 76 62 85 62 1768 61 64 53 163 119 57 100 62 56 101
leaf_count=54 76 62 85 62 1768 61 64 53 163 119 57 100 62 56 101
internal_value=0 0.00163008 0.00166006 0.000731942 0.00169788 0.00167741 0.000885533 0.00169618 0.00170794 0.00173663 0.00102611 0.00124849 0.00103839 0.000819037 0.00150276
internal_weight=0 2628 2566 315 2350 2265 253 2204 2151 1887 189 216 116 113 264
internal_count=2943 2628 2566 315 2350 2265 253 2204 2151 1887 189 216 116 113 264
is_linear=0
shrinkage=0.0032998


Tree=4482
num_leaves=19
num_cat=0
split_feature=4 2 3 3 34 3 2 2 3 4 2 48 4 3 2 2 12 3
split_gain=22.6088 7.7685 2.54599 2.40715 1.93444 1.25636 1.45477 0.947809 0.827596 0.984822 0.693101 0.664024 0.538028 0.51646 0.42093 0.714146 0.337312 0.333635
threshold=0.31392000000000003 0.13501500000000002 0.35004500000000011 0.10661500000000002 -0.066379999999999981 -0.14186499999999996 0.092155000000000015 0.13966500000000001 -0.096599999999999991 -0.0086549999999999978 0.099345000000000017 0.08956500000000002 -0.023779999999999999 -0.084014999999999992 0.083885000000000015 0.084855000000000014 0.085380000000000011 0.085880000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 -1 10 14 13 -8 -10 -6 -3 -5 -2 16 -16 -7 -15
right_child=2 11 -4 12 5 6 8 -9 9 -11 -12 -13 -14 17 15 -17 -18 -19
leaf_value=0.0011656213144392159 0.0011800634392479165 0.0010977583794088673 7.9554820292466512e-05 0.0014535541417977111 0.0022046387570161916 0.001557128965916785 0.001185455566584703 0.00047681698570135346 0.0017626582061720515 0.0014851649836505158 0.0017819453150617361 0.00060473803867519538 0.00097541676983674828 0.00069796267628201541 0.0020361944934198721 0.0017821439323601714 0.0017494519277167055 0.0010437613821789673
leaf_weight=65 79 59 54 52 96 128 52 54 280 283 78 61 52 76 146 760 516 52
leaf_count=65 79 59 54 52 96 128 52 54 280 283 78 61 52 76 146 760 516 52
internal_value=0 0.00166821 0.000732479 0.00170747 0.00172877 0.0017444 0.00172261 0.000867431 0.00158628 0.00162323 0.00201536 0.000847433 0.00121482 0.000969161 0.00177668 0.00182312 0.00171128 0.000838719
internal_weight=0 2628 315 2508 2404 2339 2165 261 615 563 174 120 104 207 1550 906 644 128
internal_count=2943 2628 315 2508 2404 2339 2165 261 615 563 174 120 104 207 1550 906 644 128
is_linear=0
shrinkage=0.0032998


Tree=4483
num_leaves=22
num_cat=0
split_feature=1 1 12 10 3 16 3 4 16 49 133 3 14 3 12 1210 12 4 52 42 16
split_gain=30.3141 7.08852 4.57402 4.05231 2.31507 2.22916 1.81245 1.1647 1.09231 1.05904 0.875219 0.858318 0.759482 0.573736 0.667146 0.624907 0.474738 0.308352 0.305518 0.240004 0.192679
threshold=0.12381000000000002 0.098395000000000024 0.085845000000000019 -0.063134999999999983 0.28833000000000003 0.0054050000000000009 0.093925000000000022 -0.00076499999999999995 -0.39761999999999992 0.10124000000000001 0.097115000000000021 0.0025650000000000004 0.077140000000000014 -0.12077499999999998 0.088665000000000008 -0.063274999999999984 -0.089399999999999993 0.0060300000000000015 -0.016329999999999997 0.088575000000000015 0.4028000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 -2 8 11 9 20 -5 12 18 16 13 -1 15 -15 -3 -16 -11 -9 -4
right_child=3 2 7 4 -6 -7 -8 19 -10 10 -12 -13 -14 14 17 -17 -18 -19 -20 -21 -22
leaf_value=0.0015527709155915964 -0.00021939482784990541 0.000912532028937963 0.0020638165428264734 0.00062622026167599948 0.00018483353539229809 0.0016081995388819987 0.0013032825282393941 0.0015898397437985729 0.0011744645354241144 0.0018180764063702407 0.0012156337400627611 0.0011264122961877033 0.0021477328281910178 0.0021648858333840541 0.0017687045315112244 0.0018491982548692362 0.00049715916515959298 0.0015693000403350424 0.0014985230613156512 0.0012682731881313439 0.0017853034338062459
leaf_weight=99 59 60 53 67 58 60 88 53 98 90 58 93 72 76 702 827 61 100 54 52 63
leaf_count=99 59 60 53 67 58 60 88 53 98 90 58 93 72 76 702 827 61 100 54 52 63
internal_value=0 0.00168714 0.00133059 0.000549169 0.000752669 0.00104537 0.00176861 0.00168404 0.000952058 0.00178829 0.00156002 0.000887409 0.00181286 0.00179947 0.00181377 0.00187581 0.00070342 0.00174389 0.00169849 0.00143092 0.00191286
internal_weight=0 2661 495 282 223 274 2166 221 165 2078 202 214 1876 1804 1705 903 121 802 144 105 116
internal_count=2943 2661 495 282 223 274 2166 221 165 2078 202 214 1876 1804 1705 903 121 802 144 105 116
is_linear=0
shrinkage=0.0032998


Tree=4484
num_leaves=18
num_cat=0
split_feature=1 14 3 15 14 1 52 52 15 1 16 42 1213 481 15 42 3
split_gain=2.90837 0.655717 0.466857 0.701695 0.465192 0.445241 0.372117 0.639241 0.637463 0.39227 0.334231 0.322773 0.317607 0.39984 0.178293 0.111672 0.0204175
threshold=0.13699000000000003 0.073890000000000011 0.10661500000000002 -1.0000000180025095e-35 -0.13131999999999996 0.11829500000000003 0.084050000000000014 0.0030150000000000008 -0.0070899999999999991 0.11206000000000001 -0.116045 0.093030000000000015 -0.086579999999999976 -0.050084999999999991 -0.42075999999999997 0.085790000000000019 0.14029000000000003
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 -1 6 7 9 -9 -6 -4 -7 15 -14 -2 -8 -16
right_child=14 -3 3 -5 5 11 12 8 -10 -11 -12 -13 13 -15 16 -17 -18
leaf_value=0.029842007790603829 0.00045441855709764763 0.030306863797197339 0.0061060147234503906 -0.006498908527814623 0.01530256674280857 -0.0035541738905879808 0.016059565678189086 0.012593603813418321 -0.010076329342050085 0.029600337536123161 0.02488505806958816 0.014120743389890235 0.033965323490040243 0.019330240049364549 -0.0088060760073329861 0.0052682177682547406 -0.013661263300817581
leaf_weight=69 56 89 54 66 1311 56 56 97 55 57 54 61 58 645 52 54 53
leaf_count=69 56 89 54 66 1311 56 56 97 55 57 54 61 58 645 52 54 53
internal_value=0 0.0160733 0.0156022 0.00715282 0.0161851 0.0157998 0.0163082 0.0147487 0.00437885 0.0158996 0.0155122 0.0056456 0.0192217 0.0205402 -0.00718333 0.0107783 -0.0112739
internal_weight=0 2782 2693 174 2519 2450 2333 1520 152 1368 108 117 813 703 161 110 105
internal_count=2943 2782 2693 174 2519 2450 2333 1520 152 1368 108 117 813 703 161 110 105
is_linear=0
shrinkage=0.16829


Tree=4485
num_leaves=25
num_cat=0
split_feature=2 12 2 2 2 12 12 0 2 16 16 0 475 2 47 49 0 1212 42 16 0 48 1213 16
split_gain=31.6141 16.621 4.26044 6.96338 4.04062 2.02518 1.65312 1.38077 2.18177 1.19283 1.15171 1.0054 0.82492 0.674878 0.638122 0.654086 0.510219 0.40459 0.639479 0.485798 0.404024 0.338838 0.170056 0.135183
threshold=0.13388500000000003 0.023990000000000004 0.078775000000000012 0.10472500000000001 0.17553000000000005 0.088725000000000012 -1.0000000180025095e-35 -0.064994999999999983 0.092250000000000013 -0.076589999999999978 -0.4193599999999999 -0.13619499999999998 -0.085684999999999997 0.088820000000000024 0.11224000000000002 0.10269000000000002 -0.18240499999999996 0.041590000000000009 0.088485000000000022 -0.0048749999999999991 -0.10147999999999999 0.093225000000000016 -0.085714999999999986 -0.0057949999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 7 6 12 -2 8 -4 -1 -7 16 -3 17 15 20 -5 18 19 -14 -12 -22 -19 -15
right_child=4 5 3 11 -6 10 -8 -9 -10 -11 14 -13 13 23 -16 -17 -18 22 -20 -21 21 -23 -24 -25
leaf_value=0.00050012954910249989 0.00030223235099777294 0.0022797150511981333 0.0019568107224381451 0.0010181906219338633 -0.00029906999592393198 0.0013712504239148874 0.00098525582220278739 0.0022291627892316482 0.0012120603861969957 0.00103714564579522 0.0020966068900730873 0.0012642033937340928 0.0020133045173423444 0.0016139695594054467 0.0014647922988689414 0.0015125909616858372 0.00062239150903740242 0.001650366427443706 0.0023199187187142819 0.0017269393530312709 0.0018135951535757807 0.0015543431795609934 0.0018939281462072761 0.0018209727475046139
leaf_weight=84 71 75 101 67 66 88 85 58 75 98 53 83 362 78 73 88 77 53 63 81 820 61 90 71
leaf_count=84 71 75 101 67 66 88 85 58 75 98 53 83 362 78 73 88 77 53 63 81 820 61 90 71
internal_value=0 0.00168063 0.00121742 0.00138629 0.000384985 0.00182548 0.000674618 0.00178592 0.00163965 0.000789486 0.00173624 0.000974195 0.00194637 0.001915 0.00176554 0.00178698 0.000806793 0.00196135 0.00200578 0.00196102 0.0018128 0.00179568 0.0018039 0.00171285
internal_weight=0 2699 643 461 222 2056 156 234 176 182 1183 227 873 798 1095 1022 144 649 506 443 934 881 143 149
internal_count=2921 2699 643 461 222 2056 156 234 176 182 1183 227 873 798 1095 1022 144 649 506 443 934 881 143 149
is_linear=0
shrinkage=0.0032998


Tree=4486
num_leaves=13
num_cat=0
split_feature=4 16 475 52 42 1420 0 157 43 4 0 4
split_gain=1.14964 0.485797 0.478373 0.524888 0.380612 0.373754 0.355042 0.305346 0.336152 0.682254 0.488819 0.420296
threshold=0.27020000000000005 -0.14463999999999996 -0.085684999999999997 -0.14816999999999997 0.090295000000000014 -0.07883999999999998 -0.12851999999999997 0.085650000000000018 -0.50589999999999991 -0.50393499999999991 -0.00077999999999999999 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 6 -4 -2 8 -7 -10 11 -11
right_child=1 -3 5 -5 -6 7 -8 -9 9 10 -12 -13
leaf_value=0.011954923275038871 0.0044441483361769224 -0.0076589094985980979 0.02779257925352123 0.030932236240384405 -0.0021090940844060149 -0.00026270644256136736 0.018805220470996802 0.022972032934741638 0.031626270358942103 0.019505882888309185 0.00096506167909785219 0.012387473620903656
leaf_weight=72 101 78 52 98 84 53 95 90 56 272 95 1775
leaf_count=72 101 78 52 98 84 53 95 90 56 272 95 1775
internal_value=0 0.00407542 0.0142637 0.0229054 0.00735068 0.013649 0.011414 0.0133341 0.0129479 0.0132673 0.0127865 0.0133342
internal_weight=0 358 2563 170 280 2393 196 2341 2251 2198 2142 2047
internal_count=2921 358 2563 170 280 2393 196 2341 2251 2198 2142 2047
is_linear=0
shrinkage=0.16829


Tree=4487
num_leaves=35
num_cat=0
split_feature=2 12 2 2 2 123 52 13 2 15 12 52 12 2 157 15 160 52 50 13 156 48 15 133 2 132 133 42 402 42 50 13 403 12
split_gain=22.7453 10.5411 4.8956 5.38193 3.55704 1.96051 1.77071 1.65738 1.63808 1.36976 1.33521 1.01477 0.711778 0.639582 0.75795 0.551517 0.503277 0.449388 0.405488 0.385779 0.378034 0.36555 0.364575 0.38521 0.34631 0.306437 0.284776 0.505875 0.315413 0.231949 0.174255 0.134396 0.121721 0.111826
threshold=0.12026500000000001 0.023990000000000004 0.078775000000000012 0.092250000000000013 0.17553000000000005 0.08901000000000002 0.047800000000000009 -0.10142999999999998 0.10669500000000001 -0.15973499999999999 0.089505000000000015 -0.019454999999999997 0.12333000000000001 0.088555000000000009 -0.0091799999999999989 -0.086819999999999994 0.081025000000000014 -0.085009999999999988 0.077920000000000003 -0.051009999999999993 1.0000000180025095e-35 0.084855000000000014 -0.11949999999999998 0.041800000000000011 0.090485000000000024 0.078205000000000011 -0.0091299999999999975 0.088485000000000022 0.087060000000000012 0.086335000000000009 0.095610000000000014 -0.0015099999999999998 -0.0059799999999999992 0.094390000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 21 5 7 8 -2 17 -1 13 -11 18 25 -15 -9 24 -5 20 33 22 -4 -12 -24 -16 26 28 29 32 -28 -21 -10 -3 -20
right_child=4 10 3 6 -6 -7 -8 15 31 11 12 -13 -14 14 16 -17 -18 -19 19 30 -22 -23 23 -25 -26 -27 27 -29 -30 -31 -32 -33 -34 -35
leaf_value=0.0004145275134256556 0.00051957698238892487 0.0016045188341132447 0.0021662664252571542 0.001550432889282844 2.2767471296181766e-05 0.00030740832106495528 0.0016878141976776637 0.00093644325853691477 0.00062931524720599382 0.0006888534892117087 0.0018604605744950663 0.0013162849627918844 0.0012731988467185962 0.001983683207407706 0.0016234063451380596 0.0013345487189099265 0.0018290320050852048 0.0011239658521921393 0.0015583027506994819 0.0020717120488609729 0.0018289539152484015 0.00179569265855519 0.0015116783756240887 0.0016869340266527843 0.0012670340047880686 0.0021184998888351494 0.0018957670441403988 0.002167933571246916 0.001932652479496338 0.0016708849943593445 0.0018072682851544338 0.00086646612869328767 0.0017906150742464618 0.001774730146880949
leaf_weight=69 55 101 71 52 66 53 59 62 52 56 57 57 52 64 60 101 54 58 63 54 97 52 359 230 62 53 293 69 84 64 63 56 71 52
leaf_count=69 55 101 71 52 66 53 59 62 52 56 57 57 52 64 60 101 54 58 63 54 97 52 359 230 62 53 293 69 84 64 63 56 71 52
internal_value=0 0.00162193 0.00123083 0.00143508 0.000710273 0.000877579 0.00117971 0.00101604 0.00104204 0.000781741 0.00173561 0.00100566 0.00165221 0.00182342 0.00167412 0.00118334 0.00156136 0.00132589 0.00167239 0.00179438 0.00163425 0.00200989 0.00160496 0.00158017 0.00144259 0.00187212 0.00185292 0.00190623 0.00176408 0.00185555 0.00192962 0.000752609 0.00168154 0.00165647
internal_weight=0 2584 582 400 337 271 277 218 218 182 2002 113 1027 975 240 163 176 110 975 232 743 123 646 589 122 735 682 426 256 357 117 108 172 115
internal_count=2921 2584 582 400 337 271 277 218 218 182 2002 113 1027 975 240 163 176 110 975 232 743 123 646 589 122 735 682 426 256 357 117 108 172 115
is_linear=0
shrinkage=0.0032998


Tree=4488
num_leaves=19
num_cat=0
split_feature=2 12 2 2 150 2 0 2 11 12 49 15 15 2 15 47 15 47
split_gain=19.6626 10.0791 3.71898 2.65358 2.47911 1.6208 1.75811 1.4964 1.46576 2.67481 1.36574 1.23236 1.19998 0.720001 0.678995 0.620274 0.481077 0.463311
threshold=0.12026500000000001 -1.0000000180025095e-35 0.17553000000000005 -1.0000000180025095e-35 0.11228 0.094985000000000014 -0.14385499999999998 0.11466000000000001 1.0000000180025095e-35 0.093185000000000004 1.0000000180025095e-35 -0.033234999999999994 -0.090324999999999989 0.10644500000000001 -0.43091499999999999 0.11170500000000001 -0.062134999999999989 0.077735000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 12 7 -5 -7 8 13 -10 11 14 -1 15 -2 17 -15 -3
right_child=2 4 -4 5 -6 6 -8 -9 9 -11 -12 -13 -14 16 -16 -17 -18 -19
leaf_value=0.00052772904888147743 0.00095360026309768034 0.001846990913947458 0.00019853146329817665 0.001864867732963185 0.0012732206383700387 0.00076063680424334583 0.0015980690836003002 0.0014476558162599125 0.0025448321663178348 0.0017403610975658033 0.0013748717714900844 0.0012705996751101478 0.0011740471237157589 0.0017947541571763808 0.00043048402257831315 0.0015733635644071015 0.0013411873421851272 0.0020199646888016671
leaf_weight=70 52 1534 66 64 86 52 58 99 92 89 102 60 57 52 57 84 52 195
leaf_count=70 52 1534 66 64 86 52 58 99 92 89 102 60 57 52 57 84 52 195
internal_value=0 0.00174929 0.000901607 0.00118138 0.00182414 0.00144634 0.00120251 0.00184569 0.00186446 0.00214946 0.00107271 0.000890126 0.000818086 0.00183753 0.000680367 0.00185296 0.00156831 0.00186652
internal_weight=0 2584 337 301 2283 174 110 2197 2098 181 271 169 127 1917 109 1813 104 1729
internal_count=2921 2584 337 301 2283 174 110 2197 2098 181 271 169 127 1917 109 1813 104 1729
is_linear=0
shrinkage=0.0032998


Tree=4489
num_leaves=28
num_cat=0
split_feature=2 3 3 43 2 123 13 43 2 51 16 0 52 16 3 3 50 3 376 0 2 48 0 0 52 0 16
split_gain=28.7138 12.4368 4.79621 4.68078 4.45614 2.57739 1.83421 1.80061 1.79694 1.1586 1.05384 1.13173 0.954468 0.906837 0.841529 0.905572 0.836573 1.0508 0.763632 0.749086 0.424718 0.416241 0.33885 0.455806 0.310355 0.305249 0.211233
threshold=0.12026500000000001 -0.046079999999999989 0.28833000000000003 -0.070104999999999987 0.17553000000000005 0.08901000000000002 -0.10142999999999998 -0.090344999999999995 0.092250000000000013 -0.088934999999999986 -0.4193599999999999 -0.10998999999999999 -0.51296999999999993 0.10134000000000001 0.088880000000000015 -0.0037099999999999998 0.07992500000000001 -0.094004999999999991 0.083705000000000016 -0.17862999999999998 0.10334500000000001 0.093225000000000016 -0.082914999999999975 -0.068189999999999987 0.029970000000000007 -0.093374999999999986 -0.080534999999999982
decision_type=2 2 2 2 2 2 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 -2 -3 10 -5 -1 -12 -10 -8 15 -11 17 20 -9 -16 -14 22 25 -24 -19 -13 -26
right_child=4 2 -4 9 -6 -7 13 18 12 14 11 21 16 -15 19 -17 -18 24 -20 -21 -22 -23 23 -25 26 -27 -28
leaf_value=0.0016435677619806197 0.00067636913514697598 0.0016291765768991838 0.00054929489058976727 0.0021296116594040474 8.3211791837678936e-05 0.00038631648123409499 0.0011782042039096307 0.00064463455718366026 0.0021375109832890396 0.0015288871174927905 0.0025292107982158797 0.0019577005379892397 0.0016456085418816411 0.0016861243627799693 0.0012828408949008864 0.0020945659476213191 0.0021306983193449961 0.0016682379191674346 0.0011603723108938766 0.001791897179997962 0.001221303333337303 0.0017977792753588891 0.0019706320884728878 0.0022177561009305321 0.002067611550052072 0.0021537349297198085 0.0018216021315401718
leaf_weight=64 55 53 58 79 66 53 100 63 96 53 59 107 52 63 80 76 62 98 63 53 53 65 485 101 60 582 122
leaf_count=64 55 53 58 79 66 53 100 63 96 53 59 107 52 63 80 76 62 98 63 53 53 65 485 101 60 582 122
internal_value=0 0.00187697 0.00145027 0.0015507 0.000852683 0.00103995 0.0011987 0.00111806 0.0019999 0.0017777 0.00206027 0.00207931 0.00183719 0.00137473 0.00167146 0.00186243 0.00177262 0.00171486 0.000902783 0.00148596 0.00143177 0.00205947 0.00207279 0.00201329 0.00182089 0.00212334 0.0019029
internal_weight=0 2584 578 520 337 271 218 179 2006 341 1463 1399 543 163 262 129 447 385 126 133 105 1340 1275 586 280 689 182
internal_count=2921 2584 578 520 337 271 218 179 2006 341 1463 1399 543 163 262 129 447 385 126 133 105 1340 1275 586 280 689 182
is_linear=0
shrinkage=0.0032998


Tree=4490
num_leaves=20
num_cat=0
split_feature=3 4 0 15 12 0 12 0 43 3 16 3 16 43 0 403 16 132 16
split_gain=1.62937 0.890441 0.45498 0.437644 0.746539 0.562091 0.665802 0.523728 0.506587 0.511432 0.496102 0.524847 0.519787 0.309232 0.319398 0.30068 0.27411 0.262658 0.17789
threshold=0.28833000000000003 0.27420500000000009 -0.10998999999999999 -0.14151499999999997 -1.0000000180025095e-35 -0.22745499999999999 0.084065000000000015 -0.095724999999999991 -0.085594999999999991 -0.0042999999999999991 -0.0083599999999999976 -0.079634999999999997 -0.080534999999999982 -0.073079999999999992 -0.10462499999999998 -0.53447999999999996 -0.007794999999999999 -0.086254999999999984 -0.49353499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 8 -6 10 -1 -5 16 12 -12 -7 18 -15 -8 -10 -17 -3
right_child=2 13 -4 4 5 6 15 -9 9 -11 11 -13 -14 14 -16 17 -18 -19 -20
leaf_value=0.033097687622369289 0.0045693668182869834 0.0053309545743071406 -0.015300373441298226 0.019879847948660476 -5.4481996194209754e-05 0.018240594423811873 0.004648822089164153 0.013747237645427365 0.0028135005241644545 0.014538213848506365 0.002979042751482999 0.023799809480808072 0.03672466339536009 0.01764650697935374 0.0029823790991562438 0.0074634944390354887 -0.013968724549407141 0.016025480602372601 -0.0077925392370723715
leaf_weight=85 70 60 61 52 61 73 76 75 54 52 55 92 107 83 86 109 56 1647 57
leaf_count=85 70 60 61 52 61 73 76 75 54 52 55 92 107 83 86 109 56 1647 57
internal_value=0 0.0145112 -0.00466924 0.0154942 0.0149318 0.0158473 0.0162974 0.0240384 0.00542624 0.000775726 0.0233025 0.0160219 0.0292383 0.00558959 0.0101949 0.0150461 -0.00571385 0.015495 -0.00104719
internal_weight=0 2880 131 2594 2434 2220 2159 160 214 162 327 147 180 286 169 1832 110 1756 117
internal_count=3011 2880 131 2594 2434 2220 2159 160 214 162 327 147 180 286 169 1832 110 1756 117
is_linear=0
shrinkage=0.16829


Tree=4491
num_leaves=31
num_cat=0
split_feature=1 1 12 4 2 1 457 4 1 484 15 4 2 1 15 147 16 16 2 16 12 16 12 4 12 16 4 43 51 16
split_gain=33.9594 6.11831 5.63818 2.13703 2.01264 1.54377 1.71617 0.890773 0.88427 0.67621 0.663728 0.824529 0.585816 0.602513 0.559602 0.505284 0.430801 0.479704 0.36882 0.388532 0.356839 0.333573 0.25726 0.247868 0.184711 0.175839 0.173351 0.143708 0.0990255 0.0856048
threshold=0.10398500000000001 0.13074500000000003 0.085075000000000026 0.27644500000000005 0.11366500000000002 0.090650000000000022 0.081330000000000013 0.24814500000000003 0.14754500000000001 0.087235000000000021 -0.14151499999999997 0.0060300000000000015 0.082165000000000016 0.084470000000000003 -0.032144999999999993 1.0000000180025095e-35 -0.0030649999999999996 -0.23389999999999997 0.10134000000000001 -0.077679999999999985 0.092605000000000007 -0.43279999999999996 0.086730000000000015 -0.036839999999999991 0.086565000000000017 -0.041434999999999993 -0.084704999999999989 -0.071734999999999979 -0.019069999999999997 -0.16318499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 15 -3 5 9 18 23 21 10 24 12 26 -14 -6 16 17 -2 19 -7 29 -5 28 -4 -1 -21 -12 -27 -11 -13
right_child=1 3 7 8 14 6 -8 -9 -10 22 11 20 13 -15 -16 -17 -18 -19 -20 25 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0019895357407798248 0.00086955402450061663 0.00073138781649453009 0.0017162605180142264 0.00045661848524227827 0.0013787198355081024 0.00123054993583603 0.0008572980012426962 0.0010441692093515768 -0.00023813554875822454 0.0020248572193296809 0.0019275428817079351 0.0015700130369682554 0.0016082667184683513 0.0012536495167292038 0.00099213877632479009 0.00034612825149490841 0.00096865774027747164 0.00046813692148848379 0.0017478082491214375 0.0016318779277291733 0.0011947620401840148 8.5425621835802756e-05 0.0016540936341598322 0.0014203184507850884 0.0017188551313938004 0.0013000157855923699 0.0017169388729954386 0.0015518922168355868 0.0018201762022166358 0.0013949340619043551
leaf_weight=57 52 88 56 53 99 72 55 55 57 56 64 76 1011 56 71 52 53 88 52 86 67 53 65 75 60 53 156 52 60 61
leaf_count=57 52 88 56 53 99 72 55 55 57 56 64 76 1011 56 71 52 53 88 52 86 67 53 65 75 60 53 156 52 60 61
internal_value=0 0.000726705 0.000965257 0.00031694 0.00156405 0.00159132 0.00139663 0.00139857 9.29731e-05 0.00163156 0.00160985 0.00159091 0.00162197 0.00158969 0.00121747 0.000636147 0.000714105 0.000617486 0.00149069 0.00143972 0.00139476 0.000271354 0.00182425 0.0015471 0.00185103 0.00151838 0.00177837 0.00142509 0.00191929 0.00149232
internal_weight=0 682 431 251 2329 2159 370 186 163 1789 1608 1491 1287 1067 170 245 193 140 315 263 204 106 181 131 117 191 220 105 116 137
internal_count=3011 682 431 251 2329 2159 370 186 163 1789 1608 1491 1287 1067 170 245 193 140 315 263 204 106 181 131 117 191 220 105 116 137
is_linear=0
shrinkage=0.0032998


Tree=4492
num_leaves=19
num_cat=0
split_feature=4 49 150 10 151 4 151 43 49 4 4 16 51 1186 16 12 42 52
split_gain=1.24317 0.414189 0.422838 0.393393 0.35855 0.355626 0.342897 0.741285 0.374542 0.310012 0.578035 0.413961 0.58957 0.362021 0.296305 0.45606 0.223978 0.160643
threshold=0.27420500000000009 0.14255500000000002 0.12167500000000002 -1.0000000180025095e-35 -0.080329999999999985 0.42642000000000008 -0.085989999999999983 -0.085504999999999984 -0.019034999999999996 -0.15366499999999997 -0.10701499999999999 -0.031234999999999999 -0.012244999999999997 0.021560000000000003 -0.075724999999999987 -0.080929999999999988 0.116275 -0.13047499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -2 -5 -6 7 -1 -9 11 -11 -8 17 16 15 -7 -12 -13
right_child=3 -3 -4 4 5 14 9 8 -10 10 13 12 -14 -15 -16 -17 -18 -19
leaf_value=0.020132890285566016 -0.0088752431289333498 0.0013598267662494621 -0.00093305935784478871 0.017980256780861119 -0.0074944297329579855 0.023163830652239238 0.033533315296691499 -0.011207980392220096 0.0084300742568312395 -0.0034147862978762093 0.014622371030827547 0.019308380330915739 0.007311733614845565 0.026275145649052201 -0.0023222137828453732 0.0011515060503937294 0.0079079346268466407 0.03202506965121369
leaf_weight=75 65 77 53 54 68 54 53 56 54 52 1794 64 99 72 62 53 154 52
leaf_count=75 65 77 53 54 68 54 53 56 54 52 1794 64 99 72 62 53 154 52
internal_value=0 0.0135482 0.0139115 0.00295091 0.00559867 0.00276996 0.0142238 0.00722997 -0.00155115 0.014776 0.0140764 0.0201775 0.0168767 0.0145276 0.00691065 0.0122773 0.0140925 0.0250245
internal_weight=0 2655 2578 356 291 237 2525 185 110 2340 2072 268 215 2020 169 107 1948 116
internal_count=3011 2655 2578 356 291 237 2525 185 110 2340 2072 268 215 2020 169 107 1948 116
is_linear=0
shrinkage=0.16829


Tree=4493
num_leaves=26
num_cat=0
split_feature=1 4 10 2 10 14 1 2 42 3 42 3 13 10 0 16 16 0 3 132 3 4 4 4 2
split_gain=1.33808 0.458447 0.646535 0.321246 0.31855 0.293206 0.469037 0.268884 0.458433 0.346904 0.369559 0.346403 0.692003 0.45357 0.377299 0.327014 1.10409 0.314386 0.212665 0.209545 0.204138 0.171146 0.160459 0.140076 0.132331
threshold=0.11392000000000001 -0.041239999999999992 -0.063134999999999983 0.11558500000000001 1.0000000180025095e-35 -0.4024299999999999 0.13148500000000005 0.10859000000000001 0.088805000000000009 0.10166000000000001 -0.087244999999999975 -0.15105999999999997 0.041960000000000004 -0.00189 -0.021574999999999997 0.51279500000000011 -0.0042299999999999994 -0.13843999999999998 -0.072649999999999978 1.0000000180025095e-35 -0.10067 -0.08645499999999999 -0.079164999999999985 0.082475000000000007 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 2 2 2 2
left_child=7 -2 -3 4 23 -5 -7 9 15 10 19 12 -12 -13 17 16 24 -15 -10 20 -1 -22 -23 -4 -9
right_child=1 2 3 5 -6 6 -8 8 18 -11 11 13 -14 14 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26
leaf_value=0.02293823522482492 0.016194206363203758 -0.017136398798545002 0.0072703624535469897 0.0079293126740547989 -0.0022958821965786288 -0.017038517407464582 0.0040305102639100702 0.014503717204536708 0.02188755635287094 0.024267914579699932 0.03294004388188615 -0.0025994438525749593 0.0080719257238209344 0.0043379157973527241 -0.00068301505464306723 0.01397713706153759 -0.021159513356369872 0.012394737337207157 0.0085126814468645378 0.025935802609941952 0.0041950185072991298 0.021256185569127985 0.0096669845946546727 0.019260308964071049 0.0026722110380580297
leaf_weight=70 55 55 59 52 59 64 56 53 66 68 59 72 69 153 74 53 53 1388 70 64 54 68 69 53 55
leaf_count=70 55 55 59 52 59 64 56 53 66 68 59 72 69 153 74 53 53 1388 70 64 54 68 69 53 55
internal_value=0 0.00179213 -0.000193594 0.00251794 0.00768591 -0.00260953 -0.00719133 0.0117202 0.00737388 0.0124084 0.0120307 0.0110921 0.0195486 0.0104494 0.0110322 0.00250841 -0.00125585 0.011596 0.0150166 0.0172669 0.0151343 0.0122647 0.0154324 0.0129602 0.00849505
internal_weight=0 453 398 343 171 172 120 2558 350 2208 2140 1815 128 1687 1615 214 161 1541 136 325 261 191 137 112 108
internal_count=3011 453 398 343 171 172 120 2558 350 2208 2140 1815 128 1687 1615 214 161 1541 136 325 261 191 137 112 108
is_linear=0
shrinkage=0.16829


Tree=4494
num_leaves=20
num_cat=0
split_feature=2 52 10 12 16 13 4 13 474 474 42 1186 4 16 1447 447 51 12 13
split_gain=0.913998 0.495302 0.380968 0.827155 0.330557 0.707382 0.386958 0.324467 0.322516 0.366755 0.353638 0.309178 0.397767 0.894953 0.386013 0.298336 0.24835 0.246914 0.18737
threshold=0.11366500000000002 -0.41694999999999993 -0.00189 -0.081654999999999991 0.035560000000000008 -0.092984999999999984 0.26846000000000009 -1.0000000180025095e-35 0.086970000000000006 0.081755000000000008 0.08426500000000002 0.085080000000000003 -0.16236499999999995 0.16703000000000004 -0.085644999999999985 0.084630000000000011 -0.017084999999999999 0.08401500000000002 -0.41895499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 18 -7 -6 9 11 -10 12 13 -4 -14 -16 -12 -11 -3
right_child=1 4 8 -5 7 6 -8 -9 10 17 16 -13 14 -15 15 -17 -18 -19 -20
leaf_value=-0.013592860395396584 0.015625941027145884 -0.0011660435061721709 0.034761544310521357 0.014832409842602187 0.0013400787461857152 0.016482194723523295 0.0015282327885419336 -0.01684684554191123 -0.004511775254394417 0.028050411449721643 0.015929821257245593 -0.0023119770943984359 0.021106895117191712 0.0084390530782117376 0.0090738544121165277 0.021072013632946439 0.00067373674193380733 0.012010276355320404 -0.014788882565123517
leaf_weight=59 64 58 61 57 53 94 103 58 84 57 73 53 85 92 1737 61 52 53 57
leaf_count=59 64 58 61 57 53 94 103 58 84 57 73 53 85 92 1737 61 52 53 57
internal_value=0 0.00182773 0.00979543 0.000359242 -0.000255695 0.00254596 0.00867275 -0.00814681 0.0102493 0.0108501 0.00391829 0.0103497 0.0106802 0.0189454 0.0100076 0.00948191 0.00959766 0.0203383 -0.00793386
internal_weight=0 487 2524 116 423 312 197 111 2408 2199 209 2089 2036 153 1883 1798 125 110 115
internal_count=3011 487 2524 116 423 312 197 111 2408 2199 209 2089 2036 153 1883 1798 125 110 115
is_linear=0
shrinkage=0.16829


Tree=4495
num_leaves=28
num_cat=0
split_feature=1 1 1 150 16 16 49 16 147 1 16 52 49 16 16 52 16 51 16 16 16 1 16 16 51 1 133
split_gain=22.0831 3.01232 2.62233 2.69167 2.61826 1.83282 1.23587 1.01757 0.596082 0.674384 0.90069 0.632835 0.619985 0.804316 0.519651 1.54671 0.854061 0.49908 0.471342 0.46499 0.456119 0.410438 0.475063 0.360318 0.177185 0.0741071 0.0581098
threshold=0.11584000000000001 0.15028500000000003 0.094715000000000008 1.0000000180025095e-35 0.12992000000000004 0.31625000000000009 0.12186500000000001 -0.032699999999999993 0.085900000000000018 1.0000000180025095e-35 -0.0015099999999999998 -0.025999999999999995 0.083250000000000005 0.035560000000000008 0.073820000000000011 -0.013125 -0.016079999999999994 0.11391500000000002 0.052690000000000008 -0.105305 -0.090614999999999987 0.12765500000000005 -0.39761999999999992 -0.014129999999999998 -0.22964499999999996 0.12019000000000001 0.08265500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 5 21 7 8 19 9 10 11 26 13 -12 15 23 -17 -13 -9 -4 -5 25 -23 -11 -14 -2 -1
right_child=1 -3 3 20 -6 -7 -8 18 -10 14 12 17 24 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=0.0018399001903334265 0.00064270592049511322 -3.6512083013122776e-05 0.0012240519148883791 0.0010201183758157082 0.0012597869247017999 0.0017701501808330211 0.0010775625245498541 0.00073752182029897077 0.0011535242512696691 0.001396418825518988 0.00087217351092796146 0.0015031719894688304 0.0016502382810451332 0.0013319702462582408 0.0018463642808750824 0.0015836050062608667 0.0019836787134541317 0.0011675548695550667 0.0011847365614704355 0.0015884355042817167 0.00061331686084831736 0.00030156900692754676 0.00066843877787116184 0.0010212384121854063 0.0013792849489097077 0.00082035676827367629 0.0016709470898013899
leaf_weight=53 57 67 89 53 78 87 81 52 55 63 58 905 54 150 83 273 75 52 52 69 71 88 69 52 57 52 53
leaf_count=53 57 67 89 53 78 87 81 52 55 63 58 905 54 150 83 273 75 52 52 69 71 88 69 52 57 52 53
internal_value=0 0.000603104 0.00142778 0.00120576 0.000727783 0.00135428 0.00147864 0.00121605 0.00149501 0.00150473 0.00146564 0.00151201 0.00131103 0.00120393 0.0016036 0.00156001 0.00166993 0.00148497 0.000961468 0.0013834 0.000787476 0.00057165 0.000463029 0.00122708 0.00151142 0.00072778 0.00175576
internal_weight=0 411 2537 473 344 349 2064 262 1983 1928 1382 1063 319 208 546 463 348 957 104 158 124 266 157 115 111 109 106
internal_count=2948 411 2537 473 344 349 2064 262 1983 1928 1382 1063 319 208 546 463 348 957 104 158 124 266 157 115 111 109 106
is_linear=0
shrinkage=0.0032998


Tree=4496
num_leaves=15
num_cat=0
split_feature=3 150 14 2 14 49 2 0 15 448 42 1 3 150
split_gain=0.940357 0.388392 0.509002 0.384408 0.589563 0.453286 0.424333 0.488241 0.419694 0.333243 0.460963 0.325823 0.239185 0.164657
threshold=0.3148450000000001 0.086765000000000023 0.073890000000000011 0.13673000000000005 -0.10523499999999998 0.12314000000000001 0.10912000000000001 -0.13619499999999998 -0.070009999999999975 -0.037059999999999989 0.084495000000000015 0.12448500000000001 -0.081914999999999988 0.10883000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -8 -3 13 -5 -12 -11
right_child=-2 9 -4 11 5 -7 8 -9 -10 10 12 -13 -14 -15
leaf_value=0.024422380248783276 -0.0089748199380644857 -0.0090024121750606877 0.020854981671811448 0.0087262357505777603 -0.0035331033044158412 -0.0030728412971992736 0.0077313980889106198 0.0088882277224257757 0.022202899719154592 -0.0066652478396851929 0.0052311555563295479 -0.0083634892610426649 0.020246924627337896 0.0055477915436250094
leaf_weight=69 91 56 100 59 94 90 101 1839 131 76 60 68 61 53
leaf_count=69 91 56 100 59 94 90 101 1839 131 76 60 68 61 53
internal_value=0 0.00839365 0.00907354 0.00859213 0.00908484 0.00861474 0.00910143 0.00828326 0.0159106 0.00271984 0.00535281 -0.000410022 0.0128159 -0.00163356
internal_weight=0 2857 2551 2451 2324 2255 2165 1933 232 306 250 127 121 129
internal_count=2948 2857 2551 2451 2324 2255 2165 1933 232 306 250 127 121 129
is_linear=0
shrinkage=0.16829


Tree=4497
num_leaves=20
num_cat=0
split_feature=4 45 147 4 4 1 4 52 0 133 133 403 12 0 49 151 403 403 0
split_gain=0.770716 0.534788 0.473025 0.508546 0.369271 0.481224 0.475211 0.583422 0.389483 0.420117 0.380085 0.345692 0.300484 0.294948 0.285074 0.287109 0.238105 0.150814 0.125786
threshold=0.62426000000000015 1.0000000180025095e-35 1.0000000180025095e-35 -0.0040999999999999986 -0.082619999999999985 0.10593500000000002 -0.079614999999999977 0.08869500000000001 -0.082454999999999987 -0.020694999999999995 -0.0059799999999999992 -0.083219999999999975 0.083945000000000006 -0.084784999999999985 -0.14998499999999998 -0.39648999999999995 -0.038454999999999996 -0.15323999999999996 -0.07002499999999999
decision_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 8 7 10 12 -10 -6 17 -1 -14 -13 -16 -11 18 -8
right_child=-2 -3 3 -5 6 -7 11 -9 9 16 -12 14 13 -15 15 -17 -18 -19 -20
leaf_value=0.025181348244063768 -0.013188753231280404 0.023836226879188148 0.0074156239609177886 -0.011103040728996573 0.013590639779557373 0.025142920473126541 0.0054524227281066689 -0.015126670895041083 -0.0073687162607319352 0.01588684360510657 -0.0056629077717776991 -0.0062312329572972915 0.0068246462142815814 0.021495725812520912 -0.0057437725882212159 0.0068372620893757752 0.0051482944318731782 0.019523457874752546 0.016071393536856101
leaf_weight=56 55 52 82 86 64 59 76 64 59 82 53 52 134 55 53 1531 207 73 55
leaf_count=56 55 52 82 86 64 59 76 64 59 82 53 52 134 55 53 1531 207 73 55
internal_value=0 0.00691047 0.00660004 -0.00205347 0.00714459 0.0106307 0.00601904 -0.00220133 0.00918377 0.00555651 0.00485359 0.00682865 0.0143286 0.0111035 0.00601211 0.00641517 0.00820144 0.0133682 0.00992448
internal_weight=0 2893 2841 168 2673 652 2021 181 593 348 117 1840 245 189 1636 1584 289 204 131
internal_count=2948 2893 2841 168 2673 652 2021 181 593 348 117 1840 245 189 1636 1584 289 204 131
is_linear=0
shrinkage=0.16829


Tree=4498
num_leaves=14
num_cat=0
split_feature=4 2 123 3 3 14 4 0 2 157 0 48 4
split_gain=21.2736 7.81582 4.049 3.54721 2.02065 1.82728 1.0097 1.88817 1.08709 0.966024 0.730096 0.575697 0.289053
threshold=0.31392000000000003 0.14870000000000003 0.080635000000000012 0.31966500000000003 0.11391500000000002 0.073890000000000011 -0.39175499999999991 -0.032274999999999991 0.08895500000000002 -0.0048549999999999991 -0.105195 0.087730000000000016 0.50944500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 5 6 9 8 -8 -1 -2 -4 -12
right_child=3 -3 11 -5 -6 -7 7 -9 -10 -11 12 -13 -14
leaf_value=0.0021624743179025786 0.0010400910557290858 0.00045077256618386927 0.0012477364321348437 -8.7469065828820204e-05 0.0011311492938652645 0.0020858491920886634 0.0016736568702502088 0.00097464032286494315 0.0015149350308525146 0.0016495557175459957 0.00052066765396832312 0.00083395479777725477 0.00080471770367123059
leaf_weight=70 98 68 80 58 90 95 1246 52 766 96 72 69 88
leaf_count=70 98 68 80 58 90 95 1246 52 766 96 72 69 88
internal_value=0 0.00155567 0.00158496 0.000649349 0.00161756 0.00163637 0.00161721 0.00159717 0.00161325 0.00186606 0.000815126 0.00105636 0.000677115
internal_weight=0 2632 2564 316 2415 2325 2230 2064 2012 166 258 149 160
internal_count=2948 2632 2564 316 2415 2325 2230 2064 2012 166 258 149 160
is_linear=0
shrinkage=0.0032998


Tree=4499
num_leaves=17
num_cat=0
split_feature=4 40 13 11 49 52 51 457 4 4 151 52 1186 13 42 16
split_gain=26.8171 5.14937 2.73822 2.14 1.44993 1.2996 1.28985 1.23512 0.99528 0.915344 0.758459 0.700921 0.686232 0.43758 0.102621 0.0820448
threshold=0.27998000000000006 -0.034699999999999988 -0.27740999999999993 1.0000000180025095e-35 0.12186500000000001 0.11916 0.041320000000000003 0.093880000000000019 -0.47860499999999995 0.51734000000000002 -1.0000000180025095e-35 -0.17568999999999999 0.081240000000000021 -1.0000000180025095e-35 0.093705000000000024 -0.52334499999999984
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 9 10 8 -4 13 -1 -5 -10 14 -2 -15
right_child=5 2 3 11 -6 -7 -8 -9 12 -11 -12 -13 -14 15 -16 -17
leaf_value=0.00070956757408581039 0.00027288414432415087 0.00075002405873373225 0.0017970943544666849 0.0019694237228386488 0.00098376795597439446 0.00077651281139489033 0.00040889555852075308 0.00090969052248578825 0.0013979675596733608 -0.00016522520331565773 0.0011903778665025024 0.0015516676548358681 0.0010558765246601271 0.00056362566074063473 6.6394191211696624e-05 0.00037750266045387382
leaf_weight=61 54 74 67 82 103 57 57 58 1872 52 88 97 67 54 52 53
leaf_count=61 54 74 67 82 103 57 57 58 1872 52 88 97 67 54 52 53
internal_value=0 0.00133337 0.00137603 0.00139576 0.00136704 0.000324245 0.000832109 0.00138615 0.00139991 0.000226832 0.000993773 0.00174324 0.00138617 0.000322711 0.00017192 0.000471763
internal_weight=0 2626 2420 2346 2167 322 206 2064 2006 265 149 179 1939 213 106 107
internal_count=2948 2626 2420 2346 2167 322 206 2064 2006 265 149 179 1939 213 106 107
is_linear=0
shrinkage=0.0032998


Tree=4500
num_leaves=27
num_cat=0
split_feature=1 3 2 3 2 30 15 14 12 15 16 12 51 480 16 403 159 3 16 3 475 1429 2 43 43 3
split_gain=0.805214 0.430815 0.564191 0.906437 0.498619 0.524035 0.482445 0.540573 0.429871 0.343133 0.341445 0.285875 0.278332 0.320195 0.268771 0.245401 0.232458 0.423914 0.717092 0.318181 0.283681 0.313253 0.35433 0.225628 0.116447 0.0290325
threshold=0.090740000000000015 -0.12077499999999998 0.093470000000000011 -0.017704999999999995 -0.007134999999999999 1.0000000180025095e-35 -0.015104999999999999 -0.31108499999999994 0.056995000000000011 -0.24211499999999997 -0.083144999999999983 0.092675000000000021 0.11178000000000002 0.086995000000000017 -0.011694999999999999 -0.069109999999999991 -0.023859999999999996 -0.12077499999999998 -0.0081349999999999981 -0.082094999999999987 -0.085719999999999977 0.056450000000000007 0.11543500000000002 -0.082204999999999986 -0.076744999999999994 -0.23098999999999997
decision_type=2 2 2 2 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 11 4 -4 5 -3 7 -5 -6 -9 -11 -2 13 16 -15 -10 19 18 -18 -1 -19 22 -22 -17 -25 -13
right_child=1 2 3 6 8 -7 -8 9 15 10 -12 25 -14 14 -16 23 17 20 -20 -21 21 -23 -24 24 -26 -27
leaf_value=0.027202978866811615 0.0025196617516805636 -0.011954034407101065 -0.018691245943080807 -0.0096615073571982239 0.02260950072071178 0.0086850387151011649 -0.0096301294792680396 0.021195910465501351 -0.0034879330713328627 -0.0025373383205737048 0.014661620171763456 0.014228954517024831 0.0011764475841984955 0.0097693255031038526 -0.0072555760908069224 -0.00022420343770821507 0.013871408215988663 0.021116072498959786 -0.013683646136113581 0.010229777490744373 0.010296061010664791 0.0011013701378184192 0.021053331393384538 0.01863406103663795 0.0093006615251124934 0.020031440440989225
leaf_weight=56 60 75 77 52 59 65 80 53 53 73 59 53 103 52 53 57 53 74 54 72 1180 96 94 52 146 52
leaf_count=56 60 75 77 52 59 65 80 53 53 73 59 53 103 52 53 57 53 74 54 72 1180 96 94 52 146 52
internal_value=0 0.00391282 0.00246252 -0.00231126 0.00617586 -0.00235877 0.0016618 0.00548101 0.00943648 0.00974699 0.00513646 0.0118215 0.00970232 0.0101936 0.00115869 0.00690724 0.0107575 0.0101859 -1.80904e-05 0.0176696 0.0109433 0.0103925 0.0110912 0.00907486 0.0117609 0.0171197
internal_weight=0 1066 901 394 507 140 317 237 367 185 132 165 1887 1784 105 308 1679 1551 107 128 1444 1370 1274 255 198 105
internal_count=2953 1066 901 394 507 140 317 237 367 185 132 165 1887 1784 105 308 1679 1551 107 128 1444 1370 1274 255 198 105
is_linear=0
shrinkage=0.16829


Tree=4501
num_leaves=30
num_cat=0
split_feature=1 4 4 4 4 47 16 52 147 4 1 4 4 52 1447 1446 16 42 4 42 401 1212 147 1 42 1 403 52 16
split_gain=0.565517 0.470068 0.550148 0.433492 0.410017 0.569622 0.50497 0.394181 0.504035 0.394623 0.332928 0.180021 1.06305 0.187974 0.244143 0.199732 0.260479 0.237383 0.43257 0.195104 0.165339 0.217142 0.17886 0.157245 0.151394 0.146158 0.117658 0.116572 0.00714372
threshold=0.093935000000000018 -0.16236499999999995 -0.072334999999999997 -0.052619999999999993 0.078235000000000013 0.082465000000000024 -0.0092499999999999978 0.12432000000000001 0.085900000000000018 0.51734000000000002 0.11617500000000001 -0.47860499999999995 -0.16236499999999995 0.08709500000000002 -0.0093799999999999977 0.037915000000000011 -0.081324999999999995 0.090175000000000019 -0.068329999999999988 0.086310000000000012 0.10872500000000002 -1.0000000180025095e-35 0.087170000000000011 0.10529500000000001 0.0069650000000000016 0.10835000000000002 -0.014989999999999998 0.10676000000000001 -0.053299999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 23 -3 -4 5 6 25 8 9 -6 -7 -1 -13 14 19 16 24 18 -18 -14 21 -16 -23 -2 26 -5 -15 -26 -19
right_child=1 2 3 4 7 10 -8 -9 -10 -11 -12 12 13 15 20 -17 17 28 -20 -21 -22 22 -24 -25 27 -27 -28 -29 -30
leaf_value=0.015773080284937718 0.01910103846431355 -0.015138453120040423 0.017274956676432612 -0.0075597519662447014 0.0033953558712007054 0.014736498136887292 -0.018979235824704805 0.017435190627013451 0.018045306816746379 -0.011281069099984527 -0.0034565938150254239 -0.015025851978381351 0.0085292091652483561 0.0067871195504295295 0.000381145493987878 0.014681655806997505 0.0055154609268852602 0.0052955983868513577 -0.013051122719425882 -0.0046412025786059111 0.019517746706303889 0.010872018443074786 0.0007080376660136107 0.0071874939515055546 -0.00049672611546554149 0.0050511914994498608 0.01699172176665378 0.0090047916119839529 0.0082345354357906912
leaf_weight=80 56 53 53 52 230 60 81 61 52 67 54 57 69 59 66 64 71 52 71 59 52 986 52 73 69 52 72 77 53
leaf_count=80 56 53 53 52 230 60 81 61 52 67 54 57 69 59 66 64 71 52 71 59 52 986 52 73 69 52 72 77 53
internal_value=0 0.00293215 0.00143559 0.00259074 0.00149051 -0.00324491 -0.00901494 0.00494829 0.00276062 7.84633e-05 0.00610296 0.00792955 0.00760333 0.00829332 0.00943675 0.0057934 0.00470439 0.00072294 -0.00375518 0.00244444 0.0102094 0.00976936 0.0103646 0.0123732 0.00824814 -0.00123701 0.0124095 0.00450204 0.00679617
internal_weight=0 944 815 762 709 299 185 410 349 297 114 2009 1929 1872 1284 588 524 247 142 128 1156 1104 1038 129 277 104 131 146 105
internal_count=2953 944 815 762 709 299 185 410 349 297 114 2009 1929 1872 1284 588 524 247 142 128 1156 1104 1038 129 277 104 131 146 105
is_linear=0
shrinkage=0.16829


Tree=4502
num_leaves=32
num_cat=0
split_feature=1 2 52 2 457 1 2 0 1 52 52 16 43 4 4 4 0 52 159 16 0 15 15 1 43 16 43 40 4 15 4
split_gain=25.221 5.17002 3.1985 1.75785 1.33376 1.24398 1.84274 1.08369 1.22209 0.956511 2.14525 1.30099 0.870967 0.828696 0.765638 0.691076 0.535941 0.533045 0.751288 0.527786 0.481578 0.480682 0.460984 0.52262 0.443572 0.409964 0.30317 0.267181 0.200748 0.175628 0.121414
threshold=0.10398500000000001 0.13554000000000002 -0.41694999999999993 0.095850000000000005 0.079020000000000021 0.13130500000000003 1.0000000180025095e-35 -0.14867499999999997 0.084675000000000014 -0.11263999999999999 0.042815000000000006 -0.088824999999999987 -0.0068849999999999996 0.032770000000000001 0.51074000000000008 -0.0090849999999999976 -0.074309999999999973 0.14295500000000003 -0.041239999999999992 -0.069169999999999995 -0.089594999999999994 0.025430000000000005 -0.012189999999999998 0.082295000000000021 -0.076364999999999988 0.067035000000000011 0.041625000000000002 -0.025204999999999995 -0.043174999999999991 -0.091934999999999989 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 5 6 16 8 -1 28 11 -11 -8 15 27 20 -4 19 -19 -12 24 25 23 30 -9 -22 -23 -3 -5 -15 -17
right_child=1 14 4 9 -6 -7 12 13 -10 10 17 -13 -14 29 -16 22 -18 18 -20 -21 21 26 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.002279642874856473 0.0017123828622842407 0.0003737212087396139 0.0016678606783162224 0.0015239951968132456 0.00050289375270652886 0.00071264795761538235 0.00053753362986301394 0.0020287057104490572 0.0016110912978449902 0.0014087112580845546 0.0018993622577562334 0.00078849271920763259 0.0010770567574812373 0.0014980794322701518 6.9966246730090718e-05 0.0019394443646012617 0.0012467367381914728 0.0016498170434967193 0.0011197617588944097 0.0014712815260049365 0.00136992119863141 0.0016753552624995136 0.0020915026310301221 0.0014647194876202482 0.0016302541815298771 0.0016340845448954142 0.0014856936906215981 0.00068308780914537307 0.0017590239341257635 0.0012311479282048966 0.0017600291857072471
leaf_weight=65 71 55 54 71 61 100 53 61 56 65 70 86 86 59 52 75 88 61 57 59 152 659 53 56 64 115 111 70 101 54 113
leaf_count=65 71 55 54 71 61 100 53 61 56 65 70 86 86 59 52 75 88 61 57 59 152 659 53 56 64 115 111 70 101 54 113
internal_value=0 0.000893826 0.00106165 0.00161462 0.000957038 0.00102966 0.00114235 0.00166813 0.00197052 0.00145564 0.00136628 0.00105571 0.000871593 0.00164483 0.000407229 0.00166603 0.00140713 0.001556 0.00139407 0.00170385 0.00162942 0.00160581 0.00180916 0.00174769 0.00182498 0.00148383 0.00164806 0.000547248 0.00166221 0.00137083 0.00183179
internal_weight=0 690 513 2263 442 381 281 1693 121 570 398 151 139 1572 177 1459 142 247 118 129 1162 1037 297 244 125 267 770 125 172 113 188
internal_count=2953 690 513 2263 442 381 281 1693 121 570 398 151 139 1572 177 1459 142 247 118 129 1162 1037 297 244 125 267 770 125 172 113 188
is_linear=0
shrinkage=0.0032998


Tree=4503
num_leaves=16
num_cat=0
split_feature=2 50 1375 160 52 12 43 3 156 48 2 2 50 160 39
split_gain=0.451808 0.421998 0.390127 0.382259 0.318758 0.295584 0.559754 0.276248 0.35242 0.461743 0.307632 0.403533 0.282717 0.278328 0.246401
threshold=0.16993500000000003 0.11695500000000002 -0.16449999999999998 -0.06146999999999999 0.50130500000000011 -0.086254999999999984 -0.081694999999999976 0.0025650000000000004 0.091385000000000008 0.090935000000000016 -0.084369999999999987 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.08950000000000001
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 -4 10 9 13 -7 -12 -13 -9 -8
right_child=-2 3 5 -5 -6 7 14 8 -10 -11 11 12 -14 -15 -16
leaf_value=-0.007025814131585071 -0.006515126415284715 -0.0034979419832476696 -0.012258892423733686 -0.0092470253797679921 0.014769579075840377 0.017967577220415892 0.014457204783692805 0.0043913415197077881 0.022898793431643045 -0.0030363750160363316 -0.0072264478469072574 0.0064692829269379654 0.011874416209216502 0.018553077211912843 0.00065362614577522656
leaf_weight=53 75 53 60 86 55 75 68 59 74 61 55 1649 330 120 80
leaf_count=53 75 53 60 86 55 75 68 59 74 61 55 1649 330 120 80
internal_value=0 0.00670397 0.00725191 -0.000867568 0.00578833 0.00754021 0.00144157 0.008063 0.0127279 0.00958433 0.00736762 0.00697589 0.0073715 0.0138953 0.00700795
internal_weight=0 2878 2684 194 108 2631 208 2423 314 240 2109 2034 1979 179 148
internal_count=2953 2878 2684 194 108 2631 208 2423 314 240 2109 2034 1979 179 148
is_linear=0
shrinkage=0.16829


Tree=4504
num_leaves=23
num_cat=0
split_feature=4 12 12 4 13 133 15 13 16 15 0 42 4 16 13 16 1419 16 0 13 16 4
split_gain=28.8342 9.75148 3.85924 3.32026 2.17412 1.87639 1.98081 1.3628 1.003 0.99136 0.951071 0.784478 0.714309 0.625953 0.612981 0.605161 0.592571 0.485915 0.758967 0.484445 0.294715 0.197696
threshold=0.31392000000000003 1.0000000180025095e-35 0.11697000000000002 -0.39175499999999991 -0.27740999999999993 0.085895000000000013 -0.10114499999999998 0.053700000000000005 -0.010034999999999999 -0.083859999999999976 -0.14867499999999997 0.10418500000000001 0.0033150000000000007 -0.061714999999999992 -0.0073899999999999999 -0.47730499999999992 0.082370000000000013 0.022165000000000004 0.11160500000000002 0.0048350000000000008 0.51041000000000014 0.10055500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 -1 -5 6 -6 14 9 -8 -3 -4 16 21 15 -2 17 19 -19 -12 -15 -14
right_child=7 2 11 4 5 -7 8 -9 -10 -11 12 -13 13 20 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.0019859931690568025 0.00097472295950271374 0.0024044618726218286 0.0016318842117495605 0.00076707023803168216 0.0019465368444246062 0.00092055459060087156 0.0012738687030615879 0.00031658463933800123 0.0011022281079549519 0.001868184114938211 0.0020241205965328174 0.0011143062650533686 0.0020909642842335528 0.0014969812431176765 0.0011139699343995499 0.00059083837610718315 0.0022754884674168834 0.0017545623111951669 0.0021524472636716904 0.0018317406375829562 0.0017998551237450348 0.0018528267828194158
leaf_weight=97 85 53 65 68 86 70 66 57 97 58 1051 64 66 73 84 96 73 229 69 170 72 104
leaf_count=97 85 53 65 68 86 70 66 57 97 58 1051 64 66 73 84 96 73 229 69 170 72 104
internal_value=0 0.00182675 0.00192913 0.0014321 0.00131129 0.00140936 0.0015207 0.000780424 0.00135483 0.00155214 0.00196556 0.00137537 0.00195334 0.00180848 0.00088006 0.00077131 0.00198198 0.00196785 0.00184681 0.00199736 0.00164762 0.00194549
internal_weight=0 2631 2089 542 445 377 307 322 221 124 1960 129 1907 315 265 181 1592 1519 298 1221 145 170
internal_count=2953 2631 2089 542 445 377 307 322 221 124 1960 129 1907 315 265 181 1592 1519 298 1221 145 170
is_linear=0
shrinkage=0.0032998


Tree=4505
num_leaves=24
num_cat=0
split_feature=1 1 0 2 2 2 2 0 4 4 0 4 4 4 0 1375 49 4 15 1 2 1 15
split_gain=41.5052 10.4567 4.35442 3.23197 2.60849 2.45916 1.69735 1.41025 1.34709 1.30329 1.19208 1.14546 1.14473 1.1091 0.699901 0.961396 0.397832 0.520193 0.289973 0.248606 0.242228 0.230131 0.121242
threshold=0.12381000000000002 0.095435000000000006 -0.11991499999999998 0.11426500000000002 0.098655000000000007 0.14744000000000002 -0.007134999999999999 -0.031129999999999998 -0.39175499999999991 0.27998000000000006 -0.070134999999999989 -0.0083549999999999978 0.020110000000000006 0.046185000000000004 -0.22480499999999998 -0.067914999999999989 0.059130000000000009 0.020110000000000006 -0.093074999999999977 0.100925 0.11218000000000002 0.13707500000000003 -0.13843999999999998
decision_type=2 2 2 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 6 8 9 -4 16 -1 -2 13 19 -3 14 -10 -16 20 -18 -15 -8 -6 -11 -14
right_child=5 2 3 -5 7 -7 11 -9 10 21 -12 -13 22 18 15 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.0021038654599231238 0.00069823637430084767 0.00037875600502829202 0.00096559957205158799 0.00062414906650154034 0.001430391765464114 -0.00028314018534615902 0.0015403464836153636 0.00090957065476083687 0.001324628840477009 0.00028072044001188628 0.0012198155084970921 0.0012366963034932447 0.0010179583124037676 0.0015104574266934776 0.0021144683211324869 0.0016705451646994401 0.0018165630789629731 0.0014094236982968027 0.0011824773994557466 0.0018020541098972631 0.0011570429519466817 -1.4199859399013705e-05 0.00078725947017809937
leaf_weight=68 79 81 71 67 87 92 68 68 61 64 75 89 52 59 56 1322 55 95 62 105 63 52 52
leaf_count=68 79 81 71 67 87 92 68 68 61 64 75 89 52 59 56 1322 55 95 62 105 63 52 52
internal_value=0 0.00148241 0.00109265 0.00128635 0.00159248 0.000161339 0.00141948 0.00134004 0.00164701 0.000371223 0.00162799 0.00154235 0.000673627 0.00164759 0.00167321 0.00168861 0.0014375 0.00155894 0.00134269 0.00169939 0.00131582 0.000148211 0.000902948
internal_weight=0 2656 585 400 2071 287 333 368 1703 195 1635 262 185 1560 1439 1378 300 150 121 173 150 116 104
internal_count=2943 2656 585 400 2071 287 333 368 1703 195 1635 262 185 1560 1439 1378 300 150 121 173 150 116 104
is_linear=0
shrinkage=0.0032998


Tree=4506
num_leaves=26
num_cat=0
split_feature=4 48 2 403 4 4 1 1 131 4 51 402 403 151 4 1 1 41 48 151 1 1 2 4 2
split_gain=0.981782 0.512308 0.505203 0.775767 0.592323 0.723783 0.505092 0.328261 0.288709 0.373995 0.270234 0.291598 0.273005 0.247121 0.403176 1.00407 0.279815 0.242425 0.433982 0.293056 0.315391 0.235473 0.22934 0.206391 0.192514
threshold=0.00059000000000000014 -0.077289999999999984 0.098655000000000007 -1.0000000180025095e-35 -0.40515499999999993 -0.14088999999999999 0.14754500000000001 0.091600000000000015 0.090150000000000022 -0.049279999999999997 -0.08373499999999999 0.11288500000000001 -0.121015 -0.064619999999999983 -0.16523499999999997 0.08864000000000001 0.097495000000000012 0.085175000000000015 0.094215000000000007 -0.079059999999999978 0.11744000000000002 0.081005000000000008 0.10498 0.50541500000000006 0.087545000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -6 17 10 9 -9 24 12 -12 -5 16 -16 -15 18 19 -3 21 -21 -20 -22 -7
right_child=1 6 3 13 5 7 -8 8 -10 -11 11 -13 -14 14 15 -17 -18 -19 22 20 23 -23 -24 -25 -26
leaf_value=0.025355970528751142 -0.013123436298361997 0.017837562877717979 -0.014821153236815363 0.016668829094614927 -0.0051623295166409204 0.010691580162797747 -0.011861337361015217 0.013738015486011215 0.0086340904042826391 0.03043112512894337 0.0022232767163413349 0.019714085248007326 0.0096424862444659323 0.0016630279905752604 0.010943309540913087 -0.017567024697259386 0.017274427303236504 0.016099688632931184 -0.012346091617843466 0.0057027074667278209 0.020172255622374534 -0.0024934214761463116 0.0014356041520547571 0.0070896215628467579 0.022897728590546375
leaf_weight=78 52 56 52 64 81 74 53 86 79 69 170 69 827 52 82 61 88 53 57 275 53 155 85 98 74
leaf_count=78 52 56 52 64 81 74 53 86 79 69 170 69 827 52 82 61 88 53 57 275 53 155 85 98 74
internal_value=0 0.00310234 0.00970377 0.00433657 0.0110353 0.0103035 0.00405775 0.0111699 0.0169526 0.0211807 0.0100538 0.0091146 0.00837923 0.00721265 0.0050678 -0.00120588 0.0114887 0.00507398 0.00432153 0.00619807 0.0050731 0.00274411 -0.00408383 0.0116934 0.0168068
internal_weight=0 937 2006 399 1607 1529 885 1448 234 155 1214 1066 997 347 283 143 140 832 779 637 581 430 142 151 148
internal_count=2943 937 2006 399 1607 1529 885 1448 234 155 1214 1066 997 347 283 143 140 832 779 637 581 430 142 151 148
is_linear=0
shrinkage=0.16829


Tree=4507
num_leaves=19
num_cat=0
split_feature=1 1186 0 16 52 1375 16 50 50 34 2 16 0 3 16 15 2 151
split_gain=0.646435 0.594172 0.389532 0.605624 1.65181 0.533385 0.445937 0.326711 0.567347 0.391476 0.725046 0.274445 0.348396 0.264803 0.255774 0.214431 0.214081 0.205825
threshold=0.14195000000000002 0.062030000000000009 -0.11167499999999998 -0.33811499999999994 0.0049050000000000005 -0.083119999999999986 -0.50472499999999987 1.0000000180025095e-35 0.089975000000000013 -0.049569999999999996 -0.0098549999999999974 -0.083144999999999983 -0.14920999999999998 -0.081864999999999979 -0.075274999999999995 0.090545000000000014 0.11280000000000003 0.015440000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 11 -4 16 9 -9 -7 -11 -5 -13 14 -10 -15 -1 -12
right_child=-2 -3 5 4 -6 7 -8 8 13 10 17 12 -14 15 -16 -17 -18 -19
leaf_value=0.010555480315689465 -0.0068300980779341129 -0.0062068093540808261 0.025018310767921367 -0.0021461329219291574 -0.026386385941919385 0.018159654700135301 0.022645143919261493 0.025258643269742552 0.0068077400669589632 -0.011458464147295835 0.0064230121544790152 0.019323381858545759 0.0013628617231162942 0.0023766978402077407 0.019854604986341125 0.012666490066122521 -0.0034367777394333139 0.016575057328945302
leaf_weight=74 102 96 52 92 62 80 57 73 75 64 1521 59 64 174 100 86 53 59
leaf_count=74 102 96 52 92 62 80 57 73 75 64 1521 59 64 174 100 86 53 59
internal_value=0 0.0067972 0.00725264 0.00278445 -0.00218159 0.00815371 0.0102703 0.00776 0.0115157 0.0066523 0.00609123 0.00479004 0.00999268 0.00920527 0.0142734 0.00578715 0.00470205 0.00680324
internal_weight=0 2841 2745 461 277 2284 184 2232 508 1724 1644 215 123 435 175 260 127 1580
internal_count=2943 2841 2745 461 277 2284 184 2232 508 1724 1644 215 123 435 175 260 127 1580
is_linear=0
shrinkage=0.16829


Tree=4508
num_leaves=26
num_cat=0
split_feature=3 2 15 15 2 2 2 52 0 2 3 0 0 16 39 0 16 159 481 133 16 3 1455 13 2
split_gain=27.4674 7.77543 5.32389 4.2557 3.16392 2.79741 4.12913 2.36272 2.24383 1.75731 1.66073 0.993056 0.848299 0.670337 0.603697 0.550996 0.746715 0.469898 0.456152 0.540564 0.448567 0.446864 0.322279 0.268107 0.15109
threshold=-0.049204999999999992 0.14744000000000002 -0.26361999999999991 -0.38214499999999996 0.097110000000000016 0.10859000000000001 0.078775000000000012 -0.23682999999999996 -0.14385499999999998 0.095850000000000005 -0.095259999999999997 -0.070134999999999989 -0.10228499999999999 0.4028000000000001 0.088485000000000008 -0.14259999999999998 -0.16956499999999999 0.079715000000000022 -0.050084999999999991 -0.00087999999999999992 -0.20132999999999998 -0.076004999999999975 -0.076669999999999988 -0.05171499999999999 0.11263500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 14 13 6 11 24 9 -8 -9 -5 20 15 -2 -4 -17 -10 19 -18 -7 -12 -20 -23 -6
right_child=1 -3 4 5 7 12 8 10 17 -11 21 -13 -14 -15 -16 16 18 -19 22 -21 -22 23 -24 -25 -26
leaf_value=0.00053700356934088843 0.00064876822842233322 -7.9746785040711245e-06 0.0020081455244238653 0.0010100390514340644 0.0016127409362473627 0.00080403622619035881 0.001458757476249677 0.00081185102655228819 0.001611593502360965 0.00068524446892543722 0.001522176772183699 0.00039877624033564526 0.0010940016155541511 0.0013376999214386176 0.00018348872105660287 0.0013466935956872119 0.00158965954125912 0.0020095403543024192 0.0014015688119092058 0.0019723686089793023 0.00039831482962656247 0.0013724785154597848 0.0016712012917172343 0.0010532910103449367 0.0018423193468524574
leaf_weight=53 61 100 54 63 94 57 84 92 91 52 90 54 53 67 61 77 63 52 52 118 63 58 1222 60 52
leaf_count=53 61 100 54 63 94 57 84 92 91 52 90 54 53 67 61 77 63 52 52 118 63 58 1222 60 52
internal_value=0 0.00085168 0.00157088 0.000976139 0.00159697 0.00109609 0.00124915 0.00134991 0.00146747 0.00116326 0.00118198 0.000728219 0.000745529 0.00166361 0.000416417 0.00167736 0.00166567 0.00175655 0.00168253 0.00183936 0.000591326 0.00134552 0.00166022 0.00121048 0.00169475
internal_weight=0 791 2152 691 2099 569 396 446 279 136 300 117 173 1653 122 1586 1532 143 1455 181 120 208 1274 118 146
internal_count=2943 791 2152 691 2099 569 396 446 279 136 300 117 173 1653 122 1586 1532 143 1455 181 120 208 1274 118 146
is_linear=0
shrinkage=0.0032998


Tree=4509
num_leaves=23
num_cat=0
split_feature=4 133 1 48 0 4 402 43 402 4 4 11 16 475 0 159 133 133 48 43 51 402
split_gain=0.664228 0.577903 0.531828 0.438008 0.353956 0.559358 0.274647 0.659792 0.374052 0.305004 0.646353 0.431335 0.343303 0.337151 0.408279 0.235839 0.247665 0.396812 0.355169 0.287963 0.270758 0.232067
threshold=0.00059000000000000014 -0.23178999999999997 0.13962500000000003 -0.009184999999999997 -0.11073999999999999 -0.021269999999999997 0.090075000000000002 -0.025079999999999995 0.08406000000000001 -0.39175499999999991 -0.14088999999999999 0.085630000000000026 0.22339500000000004 -0.085719999999999977 -0.050249999999999996 0.11910000000000001 -0.0029049999999999996 -0.084544999999999981 0.089715000000000017 -0.049364999999999992 0.078960000000000016 0.10842
decision_type=2 2 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 8 -8 9 11 -11 12 -6 -12 -15 16 17 -5 19 -18 -20 -9
right_child=1 2 -4 15 6 -7 7 21 -10 10 13 -13 -14 14 -16 -17 18 -19 20 -21 -22 -23
leaf_value=0.0094821441156003345 0.015118783922139362 -0.0095318857254144216 -0.011757569897702203 0.0075867428871406323 0.030933535557839027 -0.0095697422987598233 0.030151665139424712 0.016594836681631725 -0.0047653300099906081 -0.0059350076636408436 0.019697264430117073 0.0027260169906691257 0.013168332150741372 0.0087111242533162055 -0.0048767349421103964 -0.0068415609029060945 0.0057308276504865899 -0.01271409312964387 0.0049831942622512041 0.015595557782013356 -0.0096579061870853966 0.00188939267448403
leaf_weight=96 94 76 81 55 52 80 56 53 62 92 74 57 77 1169 66 53 242 54 96 129 57 72
leaf_count=96 94 76 81 55 52 80 56 53 62 92 74 57 77 1169 66 53 242 54 96 129 57 72
internal_value=0 0.00260113 0.0012032 0.00258328 0.00803161 0.000811988 0.00872497 0.0149594 0.00803957 0.00854096 0.00768824 0.0149542 0.0203434 0.00864709 0.00798352 0.00392811 0.00483267 -0.00245407 0.00635185 0.00916572 -0.000459591 0.00813887
internal_weight=0 937 843 762 2006 176 1830 181 1649 1587 1401 186 129 1309 1235 686 633 109 524 371 153 125
internal_count=2943 937 843 762 2006 176 1830 181 1649 1587 1401 186 129 1309 1235 686 633 109 524 371 153 125
is_linear=0
shrinkage=0.16829


Tree=4510
num_leaves=21
num_cat=0
split_feature=1 52 12 124 12 1 12 12 0 0 0 15 49 48 48 124 0 12 40 12
split_gain=25.7446 4.75955 2.20048 2.191 2.1467 2.04978 1.29516 1.2927 1.0716 0.882026 0.919461 1.1759 0.727886 0.673278 0.542809 0.476362 0.453689 0.427276 0.302226 0.295506
threshold=0.10442000000000001 -0.40011499999999994 -1.0000000180025095e-35 -0.084084999999999979 0.11878500000000002 0.13707500000000003 -0.087384999999999977 0.089085000000000011 -0.23089999999999997 -0.14259999999999998 -0.10462499999999998 -0.10271999999999999 0.096725000000000019 0.093225000000000016 0.084260000000000015 -0.053299999999999993 -0.14164999999999997 0.098845000000000016 -0.068949999999999997 0.097060000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 -1 8 7 15 16 -5 14 11 -11 13 -12 -10 -3 -4 -9 -8 -14
right_child=1 2 5 4 -6 -7 18 17 9 10 12 -13 19 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0011609860302540414 0.001802720341788573 0.0010806842346062946 0.0011868015286072527 0.0012948034450904614 0.0011683703791145262 0.00053880303178683339 0.00055009613402479389 0.0016657997340628527 0.0021911667166741827 0.001826364395326728 0.0018162482840128175 0.0011550746877070546 0.0016700097211604639 0.0015524227985217068 0.0017633719394020081 0.00068626874447485597 0.0008196135416105192 0.001271273361945089 0.00019931553238324885 0.0013825474975698475
leaf_weight=72 70 62 66 52 68 66 56 52 88 54 1569 61 127 115 53 74 85 74 52 59
leaf_count=72 70 62 66 52 68 66 56 52 88 54 1569 61 127 115 53 74 85 74 52 59
internal_value=0 0.000988914 0.000891807 0.00172906 0.00174726 0.00106237 0.000651893 0.00118699 0.00176532 0.00177681 0.00175876 0.0014706 0.00177646 0.00179825 0.00203061 0.000866335 0.00098034 0.00143437 0.000381528 0.00157901
internal_weight=0 657 587 2318 2246 343 244 277 2178 2126 1985 115 1870 1684 141 136 151 126 108 186
internal_count=2975 657 587 2318 2246 343 244 277 2178 2126 1985 115 1870 1684 141 136 151 126 108 186
is_linear=0
shrinkage=0.0032998


Tree=4511
num_leaves=29
num_cat=0
split_feature=1 3 2 2 47 1 3 39 40 3 1 3 51 3 42 1 3 1447 1429 42 51 1210 3 3 51 42 50 1
split_gain=22.4071 4.1195 1.84815 1.69672 1.61455 1.4877 1.25721 1.22978 0.955891 0.873295 0.82245 1.05065 0.708695 0.706547 0.681686 0.465409 0.447841 0.425923 0.406851 0.350633 0.272069 0.243111 0.547203 0.249949 0.216099 0.323577 0.209741 0.0360283
threshold=0.10442000000000001 -0.049204999999999992 0.10573500000000001 0.10803500000000001 0.10409500000000001 0.090740000000000015 -0.16100499999999998 0.082115000000000007 -0.08416499999999999 -0.15755 0.14195000000000002 0.076825000000000018 -0.014634999999999999 0.28833000000000003 0.084645000000000012 0.11617500000000001 -0.078759999999999983 -0.085804999999999979 0.079110000000000014 0.083120000000000013 -0.084794999999999995 -0.074724999999999986 -0.083154999999999993 -0.11372999999999998 -0.11756999999999999 0.083825000000000024 0.09696500000000001 0.095640000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 5 8 9 -4 16 -3 -1 11 -10 14 -13 18 -2 19 -14 -11 -7 -16 22 -19 -23 -5 -26 27 -18
right_child=1 4 6 24 -6 7 -8 -9 10 12 -12 13 17 -15 20 -17 26 21 -20 -21 -22 23 -24 -25 25 -27 -28 -29
leaf_value=0.0020033863360286426 0.0016851201926769686 0.00014643451978933245 0.001250645769143033 0.0014252824779306284 0.0010974081496714957 0.0014693282009987838 0.00053649555591845982 0.00091189757397773172 0.00046404139742015841 0.0017420928915218496 0.00029385590577466381 0.001150074281061877 0.0013675559019522535 0.00066880015572418842 0.0010705077634639527 0.0012818959351131674 0.0015561480644787219 0.00156496000584561 0.0014301314090494875 0.0011130244085164566 0.001405190438102662 0.0018199038598309891 0.0020354294757004873 0.0016176074085818247 0.00107619712424296 0.0013634707329363476 0.0017450201856814404 0.0014283869540361682
leaf_weight=61 59 52 52 90 74 67 56 53 99 86 62 68 65 66 53 69 59 56 102 57 56 74 54 1094 86 89 53 63
leaf_count=61 59 52 52 90 74 67 56 53 99 86 62 68 65 66 53 69 59 56 102 57 56 74 54 1094 86 89 53 63
internal_value=0 0.000850221 0.00119939 0.00154073 0.000654404 0.00157289 0.000880672 0.00137694 0.000559829 0.00161342 0.000632579 0.00072256 0.00159889 0.000913292 0.00145194 0.00146803 0.00145925 0.00163136 0.00157302 0.00130583 0.00124278 0.00164475 0.00179624 0.00163045 0.0012915 0.0012225 0.00156776 0.00149046
internal_weight=0 657 236 2318 421 2053 108 352 347 1701 295 233 1640 134 297 128 299 1343 188 124 109 1278 110 1168 265 175 175 122
internal_count=2975 657 236 2318 421 2053 108 352 347 1701 295 233 1640 134 297 128 299 1343 188 124 109 1278 110 1168 265 175 175 122
is_linear=0
shrinkage=0.0032998


Tree=4512
num_leaves=21
num_cat=0
split_feature=106 4 4 16 484 484 12 48 151 147 49 13 132 151 16 14 4 42 0 4
split_gain=0.734226 0.489521 0.412218 0.729271 0.406856 0.87939 0.366092 0.554518 0.356643 0.353579 0.341664 0.523221 0.302845 0.270503 0.493328 0.533583 0.211777 0.185105 0.219384 0.0783017
threshold=0.085650000000000018 -0.50393499999999991 0.25367000000000006 -0.095564999999999983 0.062285000000000007 0.087235000000000021 0.084175000000000014 0.084855000000000014 0.015440000000000001 0.087785000000000016 -0.00054499999999999991 -0.079199999999999979 0.0038750000000000004 -0.063719999999999985 -0.47730499999999992 -1.0000000180025095e-35 0.40736500000000003 0.091210000000000013 -0.089704999999999993 0.063435000000000005
decision_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 8 -6 7 -3 9 12 -7 -12 -5 -4 16 -16 -15 18 19 -8
right_child=-2 2 13 4 5 10 17 -9 -10 -11 11 -13 -14 14 15 -17 -18 -19 -20 -21
leaf_value=0.020980278059069313 -0.010354457300517525 0.033552329192868678 -0.0051439555610657082 0.0084662920368137294 -0.01142251628004582 0.020246014156831169 0.0096742179647954785 0.010980600896407823 -0.0025707895473233906 0.023351966433769439 0.013287381460952503 -0.0076475801350407912 0.015997999148867223 0.0049886656807554353 0.0088041478356168899 -0.010524597498485395 0.018339029982759852 0.019669765667335005 0.018824104756482201 0.0012177821049013588
leaf_weight=95 56 71 80 1490 90 53 68 55 70 52 79 59 169 56 84 78 86 74 52 58
leaf_count=95 56 71 80 1490 90 53 68 55 70 52 79 59 169 56 84 78 86 74 52 58
internal_value=0 0.00908471 0.0086839 0.00949095 0.0082435 0.00228367 0.0162911 0.0237139 0.00918281 0.00966472 0.00875149 0.00432391 0.00923462 0.00355113 0.00584522 -0.000491195 0.0130868 0.0125726 0.00961194 0.00579583
internal_weight=0 2919 2824 2440 2062 281 378 126 1781 1711 191 138 1659 384 304 162 142 252 178 126
internal_count=2975 2919 2824 2440 2062 281 378 126 1781 1711 191 138 1659 384 304 162 142 252 178 126
is_linear=0
shrinkage=0.16829


Tree=4513
num_leaves=24
num_cat=0
split_feature=1 475 457 147 0 42 2 42 12 0 16 1455 1 0 43 12 400 1 480 475 12 12 475
split_gain=0.520542 0.552971 0.476983 0.409872 0.403195 0.415621 0.571072 0.488812 0.383432 0.451272 0.340181 0.337758 0.294199 0.266751 0.229159 0.35366 0.275557 0.355997 0.253974 0.165734 0.142305 0.139259 0.125209
threshold=0.092845000000000025 -0.085774999999999976 0.084620000000000015 0.086955000000000018 -0.15127999999999997 1.0000000180025095e-35 -1.0000000180025095e-35 0.090705000000000022 0.11878500000000002 0.10923000000000001 -0.0020399999999999997 -0.063869999999999996 0.10749500000000002 -0.078924999999999981 -0.013164999999999998 0.081080000000000013 -0.060504999999999996 0.089535000000000017 0.088005000000000014 -0.093829999999999983 -1.0000000180025095e-35 0.097240000000000007 -0.073459999999999984
decision_type=2 2 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 -6 -7 9 11 20 -3 -4 -9 15 -13 -16 -18 -17 -1 -8 -15 -12
right_child=2 8 12 -5 5 7 10 13 -10 -11 22 14 -14 21 16 18 17 -19 -20 -21 -22 -23 -24
leaf_value=0.0038301579718052585 -0.0057787869329310217 -0.0007227523515137361 0.0021021500909943051 0.019812525713802771 -0.01026321832149853 0.023115363835856162 0.0072106257206394813 -0.0030757973473896452 -0.0037652233396104715 0.025061301708405384 0.0048584913582443313 0.019884706553617206 -0.015689033505152997 0.0066544562356039188 0.020770846873425401 0.0064198263587641139 0.0097663312401384591 0.023802555275382352 0.017078793414374287 -0.0090472738596081449 -0.0034859662791765353 0.01642832535397892 0.015207364545759104
leaf_weight=56 97 88 53 52 83 67 53 58 60 54 53 68 52 123 92 803 622 56 69 57 105 63 91
leaf_count=56 97 88 53 52 83 67 53 58 60 54 53 68 52 123 92 803 622 56 69 57 105 63 91
internal_value=0 0.00877729 0.00399828 0.00532873 0.00437671 0.00579464 0.00209262 0.0103717 0.00945357 0.00988279 0.00549438 0.00942593 -0.00669161 0.00686511 0.00994925 0.00818012 0.0121066 0.0109283 0.00726531 -0.00264964 9.07604e-05 0.00997462 0.0114109
internal_weight=0 2025 950 845 793 696 385 311 1912 1852 302 1798 105 244 1710 940 770 678 872 113 158 186 144
internal_count=2975 2025 950 845 793 696 385 311 1912 1852 302 1798 105 244 1710 940 770 678 872 113 158 186 144
is_linear=0
shrinkage=0.16829


Tree=4514
num_leaves=24
num_cat=0
split_feature=1 3 2 2 3 2 124 14 0 2 0 2 0 4 3 15 160 3 0 0 4 12 3
split_gain=28.6545 6.10178 3.35376 2.39282 2.35984 2.01133 1.72214 1.42135 2.18874 1.33907 1.16954 1.39194 0.63935 0.571826 0.606914 0.533667 0.502869 0.501852 0.469716 0.645925 0.277935 0.240437 0.157645
threshold=0.10442000000000001 -0.051469999999999995 0.10573500000000001 0.10803500000000001 -0.16100499999999998 0.17553000000000005 -0.084084999999999979 0.064610000000000015 -0.22984499999999997 -1.0000000180025095e-35 -0.081864999999999979 0.12026500000000001 -0.06537999999999998 0.049545000000000006 -0.020049999999999995 -0.084904999999999994 -0.081594999999999987 0.095880000000000007 -0.041534999999999996 -0.076734999999999984 0.043640000000000005 0.088965000000000002 0.11878500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 6 -4 9 -1 8 -8 -3 11 22 -2 14 16 21 -10 -16 19 -5 -21 -15 -11
right_child=1 5 4 18 -6 -7 7 -9 13 10 -12 -13 -14 15 17 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0012529312681635991 0.0020158020535575357 0.00048042298010365746 0.0014768719882255344 0.0012588284449343613 0.00049067802296666148 0.00014321913859841574 0.0011817205620503334 0.0022222164566228293 0.0017094037360643496 0.00091943600163149955 0.0012520619613394736 0.00047816970393488832 0.001544701155849898 0.0019211350049297973 0.0022400075736364964 0.0013961249470889826 0.0018529136304035582 0.0018171185135916746 0.001189451472820565 0.0017785348019444744 0.0014802165542514723 0.0016160265537572679 0.0011806144429008501
leaf_weight=61 61 90 52 64 54 53 61 91 354 53 91 84 67 61 73 64 1176 55 54 88 59 57 52
leaf_count=61 61 90 52 64 54 53 61 91 354 53 91 84 67 61 73 64 1176 55 54 88 59 57 52
internal_value=0 0.000981925 0.00140965 0.00176277 0.000974804 0.000745226 0.00180094 0.0018177 0.00179832 0.000831365 0.000944042 0.000795549 0.00176949 0.00181874 0.00183819 0.00164135 0.00181973 0.00205857 0.00146696 0.00153782 0.00165904 0.00177405 0.00104912
internal_weight=0 657 234 2318 106 423 2053 1992 1901 370 280 189 128 1840 1658 182 1530 128 265 211 147 118 105
internal_count=2975 657 234 2318 106 423 2053 1992 1901 370 280 189 128 1840 1658 182 1530 128 265 211 147 118 105
is_linear=0
shrinkage=0.0032998


Tree=4515
num_leaves=29
num_cat=0
split_feature=1 1 12 10 3 0 12 12 1 42 3 12 156 12 0 43 3 0 16 3 484 1213 133 157 0 12 49 0
split_gain=43.1755 8.99563 5.01043 4.94957 2.65145 1.9249 1.6623 1.33811 1.19078 1.42122 1.05751 0.899267 0.867359 0.63324 0.562999 0.555566 0.526739 0.484784 0.477668 0.467087 0.423457 0.560379 0.602407 0.393825 0.334688 0.260423 0.217729 0.2154
threshold=0.10423500000000001 0.12448500000000001 0.085075000000000026 -0.063134999999999983 -0.065674999999999983 -0.14164999999999997 -0.041014999999999989 0.081685000000000021 0.09258000000000001 0.11466000000000001 1.0000000180025095e-35 0.089765000000000025 0.07881500000000001 -1.0000000180025095e-35 -0.061204999999999989 -0.051239999999999987 0.086845000000000019 -0.097424999999999984 -0.33811499999999994 -0.020049999999999995 0.087420000000000012 0.036805000000000011 0.086975000000000011 -0.061169999999999995 -0.082914999999999975 0.086260000000000017 0.0041800000000000006 -0.055729999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 10 -3 5 -1 15 -7 9 12 -2 20 16 -10 -4 -5 19 -13 -12 -6 21 22 -9 -19 -25 -23 -22 -8
right_child=1 3 14 6 8 7 27 11 13 -11 18 17 -14 -15 -16 -17 -18 23 -20 -21 26 25 -24 24 -26 -27 -28 -29
leaf_value=0.003149980223574969 0.0013853301901949919 0.00032154391512659715 0.0022510381897954648 0.00090450852226165357 0.0023445705941368086 0.0021000223891218337 0.0015438426587628562 0.0026908696923829034 0.0018370042705349778 0.0019548948700302397 0.0020660744200019163 0.0022482804724264431 0.0028584535909677656 0.002317548729678552 0.0026662574086148434 0.0013717501485612281 0.0022014181105472728 0.002316778797394968 0.0016335572267055787 0.0027470044366455283 0.0030471460964986725 0.003059057873167831 0.0024578116228648706 0.00275256912396313 0.0025598923726268333 0.0027511115787997248 0.0027410981197237855 0.0018488304394074172
leaf_weight=77 102 59 96 61 60 54 53 532 62 52 57 56 75 60 59 52 69 63 57 71 56 53 162 126 567 81 54 53
leaf_count=77 102 59 96 61 60 54 53 532 62 52 57 56 75 60 59 52 69 63 57 71 56 53 162 126 567 81 54 53
internal_value=0 0.00161972 0.00195615 0.00117061 0.00258226 0.0026368 0.00139919 0.00261488 0.00235369 0.00245807 0.0016308 0.00263074 0.00255309 0.00207363 0.00240932 0.00111983 0.0024384 0.00254957 0.00185012 0.00256295 0.00270097 0.00267486 0.00263652 0.00257184 0.00259498 0.00287317 0.00289722 0.00169667
internal_weight=0 649 371 278 2330 1881 219 1804 449 327 216 1750 275 122 155 113 200 812 114 131 938 828 694 756 693 134 110 106
internal_count=2979 649 371 278 2330 1881 219 1804 449 327 216 1750 275 122 155 113 200 812 114 131 938 828 694 756 693 134 110 106
is_linear=0
shrinkage=0.0032998


Tree=4516
num_leaves=24
num_cat=0
split_feature=2 4 0 11 2 1375 151 4 133 16 11 0 4 15 16 482 15 160 2 15 16 3 0
split_gain=0.880676 0.405593 0.406615 0.512786 0.460362 0.438907 0.389711 0.311594 0.523918 0.409009 0.307288 0.782882 0.312884 0.31809 0.250615 0.244969 0.31682 0.320835 0.226832 0.442376 0.175989 0.100601 0.0852375
threshold=0.17553000000000005 0.036605000000000006 -0.082914999999999975 0.078065000000000009 -0.0098549999999999974 -0.092979999999999993 0.015440000000000001 -0.0065849999999999997 0.094525000000000012 -0.093874999999999986 0.08235000000000002 0.10923000000000001 -0.00045499999999999995 -0.035654999999999992 -0.015439999999999997 0.085675000000000015 -0.42075999999999997 0.085065000000000016 0.091735000000000025 -0.096724999999999992 -0.42170999999999997 -0.081224999999999978 -0.095724999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 15 8 9 -7 11 12 13 -6 22 16 -3 18 19 -18 -20 -16 -9
right_child=-2 6 4 -5 10 7 -8 14 -10 -11 -12 -13 -14 -15 21 -17 17 -19 20 -21 -22 -23 -24
leaf_value=-0.0035671359673184089 -0.010324827357261708 -0.0066184382283626568 -0.0056802397899029236 0.028322445373259598 0.015725219257977274 -0.002419804883237283 0.019306064119785166 0.017235395429918789 0.024207629020223047 0.010404664652284453 -0.0032180262231993944 0.028797563461114509 -0.0045312493008921456 0.0074454478624223323 0.018273564558907635 0.013978373412293079 0.019090368065431136 0.014365072235913455 0.0047038420858066844 0.0010821553199955427 -0.0040457997049730817 0.02856391252495263 0.0096420008426072023
leaf_weight=52 70 82 68 54 159 82 52 75 68 490 59 55 52 773 58 65 61 81 115 106 150 53 99
leaf_count=52 70 82 68 54 159 82 52 75 68 490 59 55 52 773 58 65 61 81 115 106 150 53 99
internal_value=0 0.00876578 0.00989796 0.0123357 0.00774097 0.0114502 0.00526974 0.0122964 0.0102281 0.00856305 0.00857379 0.00924512 0.00815042 0.00885991 0.0169346 0.00416112 0.00308563 0.00464027 0.00281271 0.00767076 -0.000242006 0.0232032 0.0129253
internal_weight=0 2909 2197 1031 1166 977 712 925 640 572 1098 1039 984 932 285 660 595 513 432 167 265 111 174
internal_count=2979 2909 2197 1031 1166 977 712 925 640 572 1098 1039 984 932 285 660 595 513 432 167 265 111 174
is_linear=0
shrinkage=0.16829


Tree=4517
num_leaves=25
num_cat=0
split_feature=1 1 51 15 1213 1455 402 147 49 51 12 42 10 157 483 13 13 2 2 12 51 42 42 1213
split_gain=0.640796 0.311086 0.521759 0.435099 0.354293 0.376308 0.300416 0.295489 0.293826 0.498472 0.292246 0.838846 0.282394 0.277479 0.260602 0.226527 0.210852 0.183046 0.227948 0.227248 0.178183 0.1726 0.0979539 0.0816436
threshold=0.15314500000000003 0.077375000000000013 0.10532000000000001 0.11635000000000001 -0.10156 0.082105000000000025 0.10734000000000002 0.089245000000000005 -0.092109999999999984 0.078960000000000016 0.08598500000000002 0.088485000000000022 -0.012394999999999998 -0.08577499999999999 -0.062954999999999997 -0.085114999999999982 -0.0062949999999999994 0.091290000000000024 0.092645000000000019 0.088245000000000004 0.089850000000000013 0.098550000000000013 0.087355000000000002 0.0041950000000000008
decision_type=2 2 2 2 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 10 -1 8 -3 12 11 13 -10 -6 -7 -15 -4 19 -19 22 -11 -20 -12 -21
right_child=-2 2 16 -5 5 14 -8 -9 9 20 17 -13 -14 15 -16 -17 -18 18 21 23 -22 -23 -24 -25
leaf_value=-0.0096608346560289656 -0.011234795392182896 0.016059585161593878 0.0086420793957925676 0.016770985160083823 -6.3153151787446771e-05 -0.008172879872446864 0.0084265849482114269 -0.006474131235519663 0.016028597496282701 -0.013940588535431363 0.009471653066258464 0.032828827261421396 0.0040620215966139092 0.017775292927077104 0.0071570286365810433 0.008837843544934958 0.021627484989589454 -0.0037583254887809626 0.00956654470107169 0.016764982836915545 -0.00063479896626962963 0.00150331024641374 0.0010268693483608067 0.0093519698182459813
leaf_weight=52 54 56 73 74 54 53 52 79 60 54 126 58 834 149 77 177 70 55 331 167 61 98 57 58
leaf_count=52 54 56 73 74 54 53 52 79 60 54 126 58 834 149 77 177 70 55 331 167 61 98 57 58
internal_value=0 0.00725344 0.0053896 0.00425851 0.00887422 0.00955031 -0.00059985 0.00344756 0.00418522 0.00352441 0.0103951 0.0139618 0.00486716 0.0110774 0.000893323 0.0129283 0.0150111 0.00864177 0.00641972 0.0112733 -0.00689836 0.00772878 0.00685113 0.0148621
internal_weight=0 2925 1361 1218 1564 1460 104 1144 1065 1009 1330 438 894 380 130 326 143 892 484 408 115 429 183 225
internal_count=2979 2925 1361 1218 1564 1460 104 1144 1065 1009 1330 438 894 380 130 326 143 892 484 408 115 429 183 225
is_linear=0
shrinkage=0.16829


Tree=4518
num_leaves=9
num_cat=0
split_feature=1 403 482 471 34 157 123 16
split_gain=0.443442 0.33953 0.339408 0.209714 0.212952 0.219802 0.217113 0.236192
threshold=0.15314500000000003 -0.5492149999999999 0.11789500000000001 0.089505000000000015 -0.084564999999999987 0.121715 0.10832000000000001 0.0011450000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.019395246829281662 -0.0093440935038352317 -0.0031875395374673459 0.01901616407953069 -0.0035479956080008814 0.0055262804819487662 -0.0041303381366165452 -0.0045066522180810132 0.0092707563446034341
leaf_weight=53 54 73 54 70 1927 59 52 637
leaf_count=53 54 73 54 70 1927 59 52 637
internal_value=0 0.00603369 0.00578649 0.00553234 0.0057643 0.00600926 0.00623863 0.00645726
internal_weight=0 2925 2872 2818 2748 2675 2616 2564
internal_count=2979 2925 2872 2818 2748 2675 2616 2564
is_linear=0
shrinkage=0.16829


Tree=4519
num_leaves=31
num_cat=0
split_feature=4 0 4 3 3 3 155 4 403 4 40 3 0 43 1 43 133 52 0 3 3 43 4 479 52 43 3 1 0 3
split_gain=0.390736 0.327969 0.420337 0.393026 0.455936 0.311696 0.298162 0.298009 0.291972 0.32807 0.429847 0.320216 0.285575 0.440469 0.404696 0.350997 0.298257 0.278036 0.263891 0.308274 0.409944 0.263735 0.659107 0.303824 0.261744 0.227331 0.388352 0.215369 0.169446 0.0504511
threshold=0.036605000000000006 -0.079249999999999987 -0.0090849999999999976 -0.14186499999999996 -0.098469999999999988 0.30863500000000005 0.081835000000000005 0.055765000000000002 -0.50487999999999988 0.0019650000000000002 -0.0020749999999999996 0.086845000000000019 -0.10594499999999998 -0.049364999999999992 0.11104500000000002 -0.095964999999999981 0.090345000000000023 -0.054584999999999995 -0.071749999999999994 -0.036264999999999992 0.083395000000000011 0.012835000000000001 -0.080584999999999976 1.0000000180025095e-35 0.037045000000000002 -0.052849999999999994 -0.07934999999999999 0.096770000000000009 -0.09008999999999999 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 6 -5 7 -3 -2 -1 10 -10 21 13 -9 -15 -14 17 -17 25 27 -21 23 -23 -12 -19 29 -27 -20 -11 -6
right_child=5 2 -4 4 18 -7 -8 12 9 28 11 -13 15 14 -16 16 -18 24 19 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.019322741664163628 -0.0076882725451552581 0.022599146288877485 -0.008374910624428333 -0.010773083163467187 0.0089852537917051844 -0.010175499938733562 0.0050243341398205502 -0.0017917081061764035 0.021105922578801825 0.020274228612382622 0.0078492885634364722 -0.0060104012905062574 0.012576220605498086 0.0068875693927000813 0.02489862799662132 0.0037014063292692008 0.006816837090851415 -0.013572783369454191 0.008256856892149755 -0.0098428285483050364 0.0084155407476422493 -0.015409605590859415 0.0089732115995193353 -0.0053644056195686039 0.0010431955618471827 -0.014876882500504292 0.0032444178194580842 0.020621115095466797 0.0077026352474483918 0.0019336570608774093
leaf_weight=57 73 55 79 62 62 60 55 79 52 75 892 65 61 94 57 77 91 103 149 56 92 53 77 52 52 58 79 55 52 55
leaf_count=57 73 55 79 62 62 60 55 79 52 75 892 65 61 94 57 77 91 103 149 56 92 53 77 52 52 58 79 55 52 55
internal_value=0 0.00590101 0.00331328 0.00450244 0.00296409 0.00145096 0.0138281 0.00246899 0.00751256 0.00700044 0.00613088 0.00544563 0.00367954 0.00837004 0.0136983 0.00086545 -0.00134062 -0.00454806 0.00437251 0.00735586 0.00149483 0.00614064 -0.000953656 0.00711951 -0.00865777 0.000231037 -0.00441426 0.0115992 0.015141 0.00568576
internal_weight=0 2232 857 778 668 747 110 687 1375 1318 1191 1139 614 230 151 384 323 232 606 352 148 1074 130 944 155 254 137 204 127 117
internal_count=2979 2232 857 778 668 747 110 687 1375 1318 1191 1139 614 230 151 384 323 232 606 352 148 1074 130 944 155 254 137 204 127 117
is_linear=0
shrinkage=0.16829


Tree=4520
num_leaves=21
num_cat=0
split_feature=1452 402 401 402 2 43 12 51 0 16 3 151 3 12 0 43 16 16 16 3
split_gain=0.633965 0.415083 0.59164 0.526684 0.459947 0.484534 0.396038 0.279092 0.345077 0.510357 0.321042 0.267775 0.239312 0.370242 0.69344 0.433182 0.311449 0.548659 0.157763 0.126805
threshold=0.10204000000000001 0.10668000000000001 0.092045000000000016 0.088470000000000007 0.10523 -0.46052499999999996 0.08486500000000001 -0.09522499999999999 -0.089179999999999995 0.27717500000000006 -0.15870999999999996 -0.14525499999999997 -0.15500999999999998 1.0000000180025095e-35 -0.081164999999999987 -0.078409999999999994 -0.28430999999999995 0.065285000000000024 -0.53117499999999984 -0.079224999999999976
decision_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 -5 8 -7 -10 -9 -12 -6 16 -15 -16 18 -18 -14 -4
right_child=-2 2 19 6 12 7 -8 10 9 -11 11 -13 13 14 15 -17 17 -19 -20 -21
leaf_value=-0.011035207579270623 0.022020553926490695 -0.019594949946362857 0.0072000551992554077 0.025862048464466041 0.0076700015334328752 0.010563211658225187 0.0065429819330037851 0.017690604086240718 -0.017577980953900094 0.0029427901840178221 0.014624828163892298 0.0048682555737037054 0.0012833246953138935 -0.022853361216032583 0.0099670475179280005 -0.0077218445245178288 -0.0077048876710209017 0.012317074800280554 0.013318385576636829 -0.0039435485345747853
leaf_weight=54 53 52 62 52 88 54 72 62 57 86 84 1625 53 58 60 113 144 53 75 54
leaf_count=54 53 52 62 52 88 54 72 62 57 86 84 1625 53 58 60 113 144 53 75 54
internal_value=0 0.00344368 -0.00467551 0.00393322 0.00343367 0.00468124 0.014659 0.00511339 -0.000887606 -0.00522425 0.00578194 0.00534886 -0.000480581 -0.00177383 -0.00692658 -0.00157658 0.00188306 -0.00230915 0.00834915 0.00199703
internal_weight=0 2958 168 2790 2666 2022 124 1968 197 143 1771 1709 644 556 231 173 325 197 128 116
internal_count=3011 2958 168 2790 2666 2022 124 1968 197 143 1771 1709 644 556 231 173 325 197 128 116
is_linear=0
shrinkage=0.16829


Tree=4521
num_leaves=13
num_cat=0
split_feature=4 1374 402 401 402 403 403 33 10 40 402 3
split_gain=0.403071 0.340143 0.311168 0.409227 0.406859 0.36301 0.424156 0.362603 0.61259 0.335405 0.350016 0.0877515
threshold=-0.5109999999999999 0.086000000000000007 0.10668000000000001 0.092045000000000016 0.012085000000000002 0.089450000000000016 -0.083344999999999989 0.084300000000000014 -0.013164999999999998 -0.081429999999999989 -0.10783 -0.079224999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 6 -6 8 -2 -10 -11 -5
right_child=1 -3 3 11 5 -7 -8 -9 9 10 -12 -13
leaf_value=-0.0093856170580084077 -0.01345247874995068 0.01413306718584606 -0.016297319699874812 0.0059883596151962771 0.016476706704509708 0.022279108087406681 -0.0011592969642383489 0.016609656545767418 0.012851809339884218 0.009790553408485109 0.0020711432217783124 -0.0032798895821884054
leaf_weight=71 65 82 52 62 68 56 89 54 96 181 2081 54
leaf_count=71 65 82 52 62 68 56 89 54 96 181 2081 54
internal_value=0 0.00344024 0.00313282 -0.00388867 0.003572 0.0106332 0.00646778 0.00296408 0.00265922 0.00310412 0.00268963 0.00165834
internal_weight=0 2940 2858 168 2690 213 157 2477 2423 2358 2262 116
internal_count=3011 2940 2858 168 2690 213 157 2477 2423 2358 2262 116
is_linear=0
shrinkage=0.16829


Tree=4522
num_leaves=19
num_cat=0
split_feature=1447 3 1453 16 157 16 12 1429 0 482 48 16 1375 12 15 16 49 0
split_gain=0.326778 0.369014 0.311172 0.199859 0.384536 1.18057 0.381093 0.377832 0.30606 0.300005 0.292819 0.375943 0.262584 0.25958 0.305978 1.17227 0.380498 0.116346
threshold=-0.084999999999999978 -0.085374999999999993 -0.0067199999999999994 -0.0048749999999999991 -0.082009999999999986 0.23599500000000004 0.097145000000000023 0.079110000000000014 -0.058589999999999996 0.089835000000000012 0.092150000000000024 0.15273500000000004 -0.15308499999999997 0.11498000000000001 -0.2987999999999999 -0.42170999999999997 0.091540000000000024 -0.082844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 17 9 5 -5 7 10 -8 12 11 -6 -4 14 15 -14 -16 -2
right_child=2 -3 3 4 6 -7 8 -9 -10 -11 -12 -13 13 -15 16 -17 -18 -19
leaf_value=-0.015026215745296877 0.016600052055437901 0.002504825746623749 0.014086229224043671 -0.026364411071009307 -0.00086447110512884726 0.007892385574158018 0.001532528718408484 0.014644071536755147 -0.01223331837813244 0.016072304611755635 -0.0081283520282892201 0.0094285511523996644 0.0083036168829424169 0.011510988957388181 0.0039753789841281712 -0.023866650925508777 -0.0042456938861639591 0.0061818687315790171
leaf_weight=62 60 75 61 55 214 59 100 82 84 53 66 189 75 93 1384 56 180 63
leaf_count=62 60 75 61 55 214 59 100 82 84 53 66 189 75 93 1384 56 180 63
internal_value=0 -0.00541582 0.00299262 0.0026215 0.000472094 -0.00861926 0.00188463 0.00410081 -0.00474212 0.00357999 0.00225359 0.00395832 0.00322094 0.00284925 0.00237294 -0.00543484 0.00302807 0.0112785
internal_weight=0 137 2874 2751 849 114 735 551 184 1902 469 403 1849 1788 1695 131 1564 123
internal_count=3011 137 2874 2751 849 114 735 551 184 1902 469 403 1849 1788 1695 131 1564 123
is_linear=0
shrinkage=0.16829


Tree=4523
num_leaves=26
num_cat=0
split_feature=1 52 124 52 1 0 13 0 52 1 16 16 15 52 150 0 0 51 124 130 16 0 40 16 15
split_gain=23.5557 3.30386 3.06002 1.94518 1.95531 1.54286 1.45578 1.18124 1.84616 1.76379 1.12549 2.58286 1.02354 0.775526 0.584598 1.16937 1.05984 0.598991 0.579662 0.534657 0.432477 0.429166 0.324765 0.307532 0.149547
threshold=0.10910500000000002 -0.23682999999999996 -1.0000000180025095e-35 -0.080219999999999986 0.12313000000000002 -0.11825999999999999 -0.0062949999999999994 -0.072924999999999976 -0.45635499999999996 0.10389500000000002 -0.0046349999999999994 0.10923000000000001 -0.031624999999999993 0.024870000000000003 0.089810000000000015 -0.15029999999999996 -0.090164999999999981 0.0033150000000000007 -0.087319999999999995 0.10378500000000002 -0.116045 -0.10298499999999998 -1.0000000180025095e-35 0.5455350000000001 -0.073759999999999978
decision_type=2 2 2 2 2 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 -3 5 -5 21 9 23 14 13 -12 -13 -10 15 17 -16 -4 -1 20 -17 -6 -23 -9 -7
right_child=1 3 7 4 6 24 -8 8 10 -11 11 12 -14 -15 16 19 -18 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.0013004592906227788 0.0015185460120342401 0.00014623453208769543 0.0017516216021477651 0.00067784665173066094 0.00063371784640415651 0.0011519875628897697 0.0009663255296867146 0.0016192428067080848 0.0012825501324788672 0.001043313684230113 0.00061293019150491742 0.001069283531562827 0.0016118527024214172 0.0017247270192791236 0.0010529782883308243 0.0014785238029228827 0.001653652088708423 0.0022285192831126366 0.00083893121842590508 0.0013868617607744901 0.0016644553146902788 0.00046636976529817418 9.8292813150848061e-05 0.0019645711358653351 0.0014011096015329946
leaf_weight=53 61 60 64 79 59 53 74 55 79 57 64 63 97 98 52 157 85 54 69 96 1257 52 53 62 58
leaf_count=53 61 60 64 79 59 53 74 55 79 57 64 63 97 98 52 157 85 54 69 96 1257 52 53 62 58
internal_value=0 0.000794016 0.00155006 0.000703378 0.0007814 0.00103126 0.000581781 0.00157665 0.00143699 0.00161633 0.00133024 0.00117416 0.00139844 0.00152757 0.00163482 0.00165238 0.00142592 0.00197016 0.00103972 0.00162752 0.00164384 0.000408052 0.000280914 0.00180254 0.00128248
internal_weight=0 549 2462 488 428 190 238 2340 518 1822 401 224 160 177 1765 1628 137 118 122 1510 1414 164 105 117 111
internal_count=3011 549 2462 488 428 190 238 2340 518 1822 401 224 160 177 1765 1628 137 118 122 1510 1414 164 105 117 111
is_linear=0
shrinkage=0.0032998


Tree=4524
num_leaves=32
num_cat=0
split_feature=1 12 1 0 48 4 4 16 16 49 1 4 16 16 159 4 1 43 0 4 43 12 12 4 43 403 0 43 4 16 16
split_gain=19.8953 4.01671 3.79282 1.60205 1.45077 1.21018 1.18456 0.833974 0.910491 1.13867 0.819148 0.779976 0.783408 0.96773 0.601473 0.514235 0.488175 0.404836 0.370984 0.340812 0.330744 0.319572 0.289977 0.294218 0.312592 0.271032 0.205922 0.174739 0.102062 0.0450188 0.0446915
threshold=0.10398500000000001 0.085075000000000026 0.13130500000000003 -0.072924999999999976 0.092105000000000006 0.062600000000000017 -0.040394999999999993 -0.14879499999999998 0.022165000000000004 -1.0000000180025095e-35 0.11406500000000001 -0.4950449999999999 -0.0046349999999999994 0.14976500000000001 0.084685000000000024 -0.087864999999999985 0.088010000000000019 -0.073079999999999992 -0.108275 0.16173500000000005 -0.070914999999999992 -0.041014999999999989 -0.012249999999999999 0.0019650000000000002 0.19508000000000003 -0.51745999999999992 -0.088329999999999978 -0.077449999999999977 -0.067014999999999977 -0.080909999999999996 -0.075724999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 6 5 11 15 -3 10 9 -9 -2 -5 16 -14 19 18 28 -12 -1 -7 -8 -10 -17 24 25 -24 30 -15 -13 -20 -25
right_child=1 2 -4 4 -6 14 20 8 21 -11 17 12 13 27 -16 22 -18 -19 29 -21 -22 -23 23 26 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0017867019427184434 0.00097160926083746449 0.0016627593367524731 0.00026909610946578667 0.0014622797798524679 0.00062522233666059126 0.0011548988878169308 0.0012325018028711897 0.00051421666701192254 0.0003748673279098949 -0.00012822251775736245 0.00027944451965297056 0.0015208488640469228 0.00060679145069345475 0.0012671622859325789 0.0013945006534941452 0.0011348439788374594 0.0010223221112497787 0.0006292899576310722 0.0015189343368736717 0.00082733306314878663 0.00088738773013370903 0.00073935049130098888 0.0011435095264619589 0.0016636001879162302 0.0011463872150807909 0.0013766699602696724 0.0013326975715014409 0.0010120618855261508 0.0013154388325864806 0.0013687663882243405 0.0015146870158362297
leaf_weight=53 55 53 57 97 54 69 66 52 52 71 57 52 55 59 56 62 53 100 52 72 58 54 59 53 78 1123 54 63 64 53 55
leaf_count=53 55 53 57 97 54 69 66 52 52 71 57 52 55 59 56 62 53 100 52 72 58 54 59 53 78 1123 54 63 64 53 55
internal_value=0 0.000660607 0.00101019 0.0013039 0.00113723 0.00134893 0.00124865 0.000475035 0.000336632 0.000143091 0.000624369 0.00119956 0.0011258 0.000971562 0.00110365 0.00137834 0.00128713 0.0005025 0.00155883 0.000987881 0.00107136 0.00056088 0.0013591 0.00136885 0.00135155 0.00136506 0.00150318 0.00113572 0.00140782 0.00144347 0.00158809
internal_weight=0 675 234 2336 497 1839 177 441 229 123 212 443 346 177 197 1642 169 157 158 141 124 106 1484 1422 1260 1182 162 122 116 105 108
internal_count=3011 675 234 2336 497 1839 177 441 229 123 212 443 346 177 197 1642 169 157 158 141 124 106 1484 1422 1260 1182 162 122 116 105 108
is_linear=0
shrinkage=0.0032998


Tree=4525
num_leaves=26
num_cat=0
split_feature=1 12 1 3 13 12 12 12 3 13 3 150 481 1 1 12 13 12 483 13 3 133 133 1 52
split_gain=16.8554 5.23442 2.45777 1.4595 1.1088 1.27597 0.858017 0.770808 0.723105 0.633448 0.789465 0.598346 0.531185 0.519638 0.887475 0.455891 0.431607 0.381891 0.329841 0.315974 0.25219 0.219713 0.430309 0.184276 0.165116
threshold=0.12313000000000002 0.056995000000000011 0.094090000000000021 -1.0000000180025095e-35 -0.07298499999999998 -1.0000000180025095e-35 -0.081654999999999991 0.11582000000000002 -0.016294999999999994 -0.0086749999999999969 0.085090000000000013 1.0000000180025095e-35 -0.087234999999999993 0.090540000000000023 0.09227500000000001 0.088845000000000021 -1.0000000180025095e-35 0.092355000000000007 0.088865000000000013 -0.0088749999999999992 -0.09738999999999999 -0.40011499999999994 -0.07192999999999998 0.10921500000000002 -0.52575499999999986
decision_type=2 2 2 2 2 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 19 6 -6 -2 12 -1 -10 -11 23 -3 15 -15 18 -9 -16 20 -4 -14 -17 -23 -5 -19
right_child=4 7 3 11 5 -7 -8 16 9 10 -12 -13 13 14 17 21 -18 24 -20 -21 -22 22 -24 -25 -26
leaf_value=0.0008479410093839725 0.00039826971843605477 0.0010482907566408679 0.0006692497850274363 0.0012515652027611057 0.00019656254968822395 0.00082579803888852379 -0.00012201044578354347 0.00081720389706071419 0.00096402865241829725 0.0016924013874442421 0.0011980330678913373 0.00070029329639948574 0.0015966053642498877 0.00083855555805737033 0.0010606971881429686 0.0011258526849712185 0.0012258989772314845 0.0015178866367004913 0.0011902059790811269 0.00037214535922886892 0.0014061523386448874 0.0015300410890162896 0.0012788847695175377 0.00097346643603599364 0.0013012743493792788
leaf_weight=54 81 78 83 56 57 92 60 53 52 58 92 58 89 58 65 79 62 52 71 75 664 88 544 52 180
leaf_count=54 81 78 83 56 57 92 60 53 52 58 92 58 89 58 65 79 62 52 71 75 664 88 544 52 180
internal_value=0 0.00122465 0.000947176 0.00075594 0.000386731 0.00058532 0.000176624 0.00130189 0.00118907 0.00128009 0.00138942 0.000972261 0.0013173 0.00132838 0.00121365 0.00135489 0.00103785 0.00128679 0.0014082 0.000528442 0.00142871 0.00129307 0.00131391 0.00111799 0.00134998
internal_weight=0 2663 580 324 290 149 141 2083 256 202 150 166 1968 1890 355 1535 115 297 824 158 753 711 632 108 232
internal_count=2953 2663 580 324 290 149 141 2083 256 202 150 166 1968 1890 355 1535 115 297 824 158 753 711 632 108 232
is_linear=0
shrinkage=0.0032998


Tree=4526
num_leaves=26
num_cat=0
split_feature=12 13 4 12 13 42 4 42 4 51 4 4 150 4 12 51 3 13 12 4 130 484 4 50 150
split_gain=16.4643 4.05441 3.73025 2.76342 2.62558 2.02246 1.8094 1.58051 1.81532 0.887612 0.860113 0.793519 0.569273 0.540841 0.524263 0.500935 0.62568 0.484419 0.346325 0.339776 0.393852 0.334412 0.423129 0.307355 0.258204
threshold=0.056995000000000011 -0.00027999999999999998 0.31392000000000003 0.13642500000000005 0.05889500000000001 -1.0000000180025095e-35 0.41165000000000002 1.0000000180025095e-35 0.11321500000000001 -0.41601499999999997 -0.078249999999999986 0.05309500000000001 0.084555000000000019 -0.085799999999999987 0.090205000000000021 0.080080000000000026 -0.14954999999999999 -0.11279499999999999 0.086935000000000012 -0.068329999999999988 0.10207500000000001 -0.077774999999999983 -0.016029999999999996 0.091320000000000012 0.10233000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 9 6 -1 10 12 -9 -2 -3 -12 17 15 21 16 -11 -7 -18 23 -21 22 -15 -16 -23
right_child=2 4 -4 -5 -6 7 -8 8 -10 13 11 -13 -14 14 19 -17 18 -19 -20 20 -22 24 -24 -25 -26
leaf_value=0.0014283898324732101 0.0013202336345607753 0.0018168852603706325 0.00088795893602127253 0.00092658670913472498 0.00079958233632678735 0.0007989019355722929 0.00091560453686348182 0.0014189628641902965 0.00068900763334863422 0.002112470290348147 0.0012417268451151518 0.0017423167274106565 0.00024434363468669269 0.0013175274462490657 0.0017468911493730551 0.00149279209495627 0.0015859020797826108 0.00041051759095039777 0.0018646303404821387 0.0015646864939260672 0.001274962094188974 0.0017554946908024916 0.0016805020447957669 0.0014812844486754315 0.0015339759780375693
leaf_weight=53 82 93 75 58 90 90 58 63 91 74 102 53 52 52 192 52 82 58 129 412 60 635 115 66 66
leaf_count=53 82 93 75 58 90 90 58 63 91 74 102 53 52 52 192 52 82 58 129 412 60 635 115 66 66
internal_value=0 0.00105804 0.00161195 0.0016381 0.0012959 0.000826517 0.00144176 0.000736306 0.000987854 0.00165854 0.00156468 0.00141312 0.000542438 0.00167286 0.00164726 0.00179417 0.00184903 0.000646935 0.00175648 0.0015814 0.00152793 0.0017026 0.00156769 0.00167908 0.00173469
internal_weight=0 803 2150 2075 396 407 306 354 154 2017 248 155 200 1935 1598 337 285 148 211 730 472 868 167 258 701
internal_count=2953 803 2150 2075 396 407 306 354 154 2017 248 155 200 1935 1598 337 285 148 211 730 472 868 167 258 701
is_linear=0
shrinkage=0.0032998


Tree=4527
num_leaves=14
num_cat=0
split_feature=0 1 4 4 403 0 49 0 43 39 1 43 1
split_gain=0.507605 0.425441 0.40213 0.437598 0.375648 0.348454 0.207587 0.282686 0.20659 0.293684 0.166603 0.17547 0.151998
threshold=0.15312500000000004 0.15314500000000003 0.31392000000000003 0.41823000000000005 -0.53317999999999988 -0.23043999999999995 0.11580500000000001 -0.080634999999999984 -0.15450999999999995 0.0047850000000000011 0.12122500000000001 -0.072074999999999986 0.081540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 8 -8 12 -10 -5 -12 -7
right_child=-2 -3 3 10 5 6 7 -9 9 -11 11 -13 -14
leaf_value=-0.0034345827350372457 -0.009075626594473413 0.021362312962555221 -0.010196588387057677 0.010602299858467919 0.020021364462106034 0.0096975444932634949 -0.0088245159532344998 0.006932145854454788 0.0075015928789807333 -9.9563213485145694e-05 0.0081537614596524852 -0.0045995638674221845 0.02064959110643326
leaf_weight=95 60 54 81 77 60 120 54 80 1939 155 52 74 52
leaf_count=95 60 54 81 77 60 120 54 80 1939 155 52 74 52
internal_value=0 0.00655096 0.0062686 0.000254524 0.00693639 0.00733763 0.00701979 0.000569039 0.00740046 0.00693809 0.00443352 0.000649455 0.0130191
internal_weight=0 2893 2839 284 2555 2460 2400 134 2266 2094 203 126 172
internal_count=2953 2893 2839 284 2555 2460 2400 134 2266 2094 203 126 172
is_linear=0
shrinkage=0.16829


Tree=4528
num_leaves=25
num_cat=0
split_feature=2 156 403 43 13 14 124 4 16 1446 3 4 13 16 4 4 12 3 4 16 12 1 2 4
split_gain=0.364776 0.371584 0.402473 0.370953 0.361327 0.341532 0.336933 0.349007 0.365353 0.283166 0.299691 0.348328 0.270739 0.317376 0.49021 0.278033 0.242721 0.227184 0.214949 0.182487 0.17778 0.16484 0.130479 0.0933058
threshold=0.10121500000000001 0.090995000000000006 -0.53317999999999988 -0.22491499999999998 -0.08971999999999998 -0.13131999999999996 -0.087104999999999988 -0.088039999999999993 0.038245000000000008 0.093190000000000009 -0.094004999999999991 -0.0065849999999999997 0.099195000000000019 -0.06859999999999998 0.41165000000000002 -0.0073499999999999998 0.095450000000000021 -0.04682999999999999 0.27420500000000009 -0.081394999999999981 0.096510000000000012 0.077375000000000013 0.11152000000000002 -0.0040999999999999986
decision_type=2 2 2 2 2 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 18 -6 -4 8 19 10 16 -12 13 14 22 17 -9 -15 23 -8 -17 -3 -7 -5
right_child=3 21 6 4 5 12 7 9 -10 -11 11 -13 -14 15 -16 20 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.0044068100234384748 -0.010613519910860977 -0.009177096028202698 -0.0054306207432787768 -0.0039201217050642608 0.017152915421505422 0.012047535803957054 0.014635529788155606 0.017907473790524108 0.022957600277966558 0.018817601577076619 0.0037149542747510664 0.0092268915328454718 -0.0074395701433790798 0.0016814730492231938 -0.00043922489126448793 -0.012152094939844201 0.0046953983112805733 0.01512647388222179 -0.010785352084610409 0.0028918958947620269 0.0016091131124242168 0.0025332627138807766 0.024073606593406495 0.0058404507313166917
leaf_weight=85 60 55 56 53 61 52 78 110 82 55 902 509 54 114 66 52 62 52 69 73 54 89 52 58
leaf_count=85 60 55 56 53 61 52 78 110 82 55 902 509 54 114 66 52 62 52 69 73 54 89 52 58
internal_value=0 0.00632166 0.00691291 0.0021043 0.00314211 0.00526166 0.00741315 0.00779854 0.0139004 0.00692947 0.00651529 0.00570459 0.0037956 0.00517229 0.0108783 0.00159943 0.0131554 0.00590398 -0.00340672 0.00897004 -0.00512472 -0.00192697 0.0180778 0.00116381
internal_weight=0 2156 2012 797 737 557 1927 1871 233 1638 1583 1411 496 442 170 272 172 166 180 151 106 144 104 111
internal_count=2953 2156 2012 797 737 557 1927 1871 233 1638 1583 1411 496 442 170 272 172 166 180 151 106 144 104 111
is_linear=0
shrinkage=0.16829


Tree=4529
num_leaves=12
num_cat=0
split_feature=40 481 49 49 400 0 132 3 48 48 16
split_gain=0.581487 0.39919 0.324881 0.624224 0.261239 0.279394 0.251685 0.616515 0.396282 0.332097 0.176948
threshold=0.0052450000000000005 -0.087234999999999993 -0.14731999999999998 -0.23648999999999995 -0.0056149999999999993 -0.08237499999999999 0.10779000000000001 0.3148450000000001 0.11978500000000002 0.093225000000000016 -0.087589999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 10 7 8 9 -6 -4
right_child=-2 2 4 -5 6 -7 -8 -9 -10 -11 -12
leaf_value=-0.0063076822358853714 -0.0095673005211804728 0.0093873818803284648 -0.0019158644392946922 -0.016100194888889863 0.0061670963248091053 -0.0077355277425983551 0.014414097103407188 -0.011264574416640678 0.018484683140001002 -0.001945698939477761 0.011511666764737822
leaf_weight=90 83 52 53 57 2097 85 95 60 70 153 58
leaf_count=90 83 52 53 57 2097 85 95 60 70 153 58
internal_value=0 0.00471424 0.00507171 -0.0039245 0.00543951 -0.000466245 0.00590792 0.00556763 0.00600372 0.00561463 0.00508414
internal_weight=0 2870 2780 109 2671 196 2475 2380 2320 2250 111
internal_count=2953 2870 2780 109 2671 196 2475 2380 2320 2250 111
is_linear=0
shrinkage=0.16829


Tree=4530
num_leaves=9
num_cat=0
split_feature=10 10 124 1444 39 149 0 483
split_gain=0.649536 0.676533 0.374802 0.311163 0.277721 0.247521 0.292228 0.230218
threshold=0.057650000000000007 -0.089679999999999982 0.0049200000000000008 -0.064164999999999986 0.10519000000000002 0.085395000000000013 -0.23803499999999997 -0.096724999999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 -8
right_child=-2 2 -4 4 -6 -7 7 -9
leaf_value=-0.011735852680256708 -0.011597081699455242 0.016395303786272995 -0.0088398699074065442 0.017245388800620296 0.01600951441405064 -0.0068596420326277156 0.01253530892866505 0.0041637745599935622
leaf_weight=72 74 67 56 52 61 53 97 2422
leaf_count=72 74 67 56 52 61 53 97 2422
internal_value=0 0.0043648 0.00477828 0.00505605 0.00477242 0.00451051 0.0047456 0.00448685
internal_weight=0 2880 2808 2752 2685 2624 2571 2519
internal_count=2954 2880 2808 2752 2685 2624 2571 2519
is_linear=0
shrinkage=0.16829


Tree=4531
num_leaves=15
num_cat=0
split_feature=1 13 13 155 3 130 481 1447 11 4 4 13 42 2
split_gain=1.05838 0.301792 0.33089 0.344708 0.314666 0.264107 0.301705 0.315624 0.275865 0.37016 0.622309 0.233565 0.151655 0.118384
threshold=0.15190500000000004 0.055610000000000007 0.15415000000000004 0.10480500000000002 -0.11151499999999999 0.09056500000000002 1.0000000180025095e-35 -0.086059999999999984 0.082245000000000013 -0.39175499999999991 -0.15764999999999998 0.25472500000000003 -0.076394999999999977 0.093670000000000017
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 -1 9 -9 -11 -4 13 -7
right_child=-2 2 11 -5 -6 12 -8 8 -10 10 -12 -13 -14 -15
leaf_value=0.014385591923170663 -0.019206845002926506 -0.018260192110288103 0.012268688644767822 0.0058385463475468065 -0.0030590176590707739 0.0091421991694346592 0.015193481854420463 0.012985560717438688 0.013603172954284159 -0.015725603177825526 0.0029195568635033546 -0.00069099281340734146 0.0039689366281412041 0.020533526226535013
leaf_weight=75 58 62 73 63 103 53 66 99 71 52 1985 85 57 52
leaf_count=75 58 62 73 63 103 53 66 99 71 52 1985 85 57 52
internal_value=0 0.0037485 -0.000628245 -0.00473413 -0.00878186 0.0044223 0.00396766 0.0036422 0.00327629 0.00293219 0.00244271 0.00528534 0.0110006 0.0148007
internal_weight=0 2896 386 228 165 2510 2348 2282 2207 2136 2037 158 162 105
internal_count=2954 2896 386 228 165 2510 2348 2282 2207 2136 2037 158 162 105
is_linear=0
shrinkage=0.16829


Tree=4532
num_leaves=16
num_cat=0
split_feature=4 39 3 3 48 14 0 4 42 4 52 3 0 123 14
split_gain=19.7216 5.20874 4.66246 3.0977 1.12904 0.950255 1.21016 2.7691 1.06544 0.925 0.83743 0.930529 0.660487 0.537118 0.418182
threshold=0.31392000000000003 0.08252000000000001 0.11995000000000001 0.31966500000000003 0.092265000000000014 0.073890000000000011 -0.13409999999999997 0.0019650000000000002 0.11929000000000002 -0.019794999999999997 -0.55901999999999985 -0.12077499999999998 -0.105195 1.0000000180025095e-35 -0.40567999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 12 13 6 7 -1 10 -4 -8 -12 -2 -3 -14
right_child=3 4 9 -5 -6 -7 8 -9 -10 -11 11 -13 14 -15 -16
leaf_value=0.00081729412287643113 0.001020678744757732 0.0014299106428078382 0.0012558712135433917 -7.7591889901185981e-05 0.00068945414579020699 0.0019576682581118709 0.0019812721872823672 0.0017608458266397372 0.0012748400317868075 0.00066607418891937375 0.0013288321380256884 0.0016458643539206176 0.00091005866881167232 0.0010276425939619424 0.00054624665968729959
leaf_weight=66 97 67 55 52 66 88 77 70 91 62 108 1820 53 81 101
leaf_count=66 97 67 55 52 66 88 77 70 91 62 108 1820 53 81 101
internal_value=0 0.00154369 0.00158707 0.00065482 0.00104961 0.0016195 0.00160615 0.0013032 0.00162579 0.00094363 0.0016417 0.00162812 0.000806695 0.00120999 0.000671683
internal_weight=0 2651 2437 303 214 2320 2232 136 2096 117 2005 1928 251 148 154
internal_count=2954 2651 2437 303 214 2320 2232 136 2096 117 2005 1928 251 148 154
is_linear=0
shrinkage=0.0032998


Tree=4533
num_leaves=13
num_cat=0
split_feature=2 132 3 3 1444 40 453 1348 3 483 4 2
split_gain=0.969607 0.34733 0.435344 0.306816 0.296646 0.28036 0.284774 0.447976 0.295241 0.273873 0.0885631 0.0840061
threshold=0.16993500000000003 0.082230000000000011 -0.067814999999999986 -0.096949999999999995 -0.044864999999999995 -0.086969999999999992 0.084945000000000007 1.0000000180025095e-35 0.12478500000000002 -0.096724999999999992 0.0072100000000000003 0.090755000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 7 8 9 -7 -10 -5
right_child=-2 2 -4 11 5 6 -8 -9 10 -11 -12 -13
leaf_value=0.016157576726621492 -0.017094118020722124 -0.0069774555781732511 -0.014826822875832625 0.0115983615582438 0.016643386926956709 0.014216786694072905 0.016591383066976582 -0.0090538094221743227 -0.0079939039407198962 0.0045766555314153351 0.0008478730730708563 0.0030506552915778654
leaf_weight=65 61 70 55 58 54 87 53 71 61 2176 67 76
leaf_count=65 61 70 55 58 54 87 53 71 61 2176 67 76
internal_value=0 0.00434027 -0.00153493 0.00203987 0.00491866 0.00463359 0.00437501 0.0041113 0.00450299 0.00494806 -0.00335175 0.00676382
internal_weight=0 2893 259 204 2634 2569 2515 2462 2391 2263 128 134
internal_count=2954 2893 259 204 2634 2569 2515 2462 2391 2263 128 134
is_linear=0
shrinkage=0.16829


Tree=4534
num_leaves=17
num_cat=0
split_feature=1 1212 1213 1 49 1204 159 159 2 2 447 1 43 43 49 4
split_gain=0.673075 0.217097 0.246631 0.209975 0.252618 0.286161 0.255534 0.255711 0.232241 0.665842 0.372181 0.226014 0.135189 0.506891 0.094942 0.0852067
threshold=0.15190500000000004 0.11579500000000002 0.12912000000000004 0.12313000000000002 0.086035000000000014 -0.085189999999999974 0.079715000000000022 0.08925000000000001 0.097110000000000016 0.10202000000000001 1.0000000180025095e-35 0.13216000000000003 -0.069824999999999984 -0.081584999999999977 0.11882500000000001 0.41315500000000005
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 12 -8 10 -10 -7 -5 13 -6 -14 -13
right_child=-2 -3 -4 11 6 8 7 -9 9 -11 -12 15 14 -15 -16 -17
leaf_value=-0.0086581409707380211 -0.014702707082061386 0.012546469656812696 -0.0078905228272879591 -0.0094115650722947416 0.0089952798261940872 0.0051218887551738304 0.022287841935654397 0.0064288551051992051 -0.012219261419073289 0.0033871651733358159 -0.0077890604613199453 -0.002195187291719291 0.0059651024160083796 -0.0078222260349949946 0.014839598600378116 0.0060170127708769252
leaf_weight=56 58 75 54 69 133 1455 58 58 96 400 66 65 96 82 54 79
leaf_count=56 58 75 54 69 133 1455 58 58 96 400 66 65 96 82 54 79
internal_value=0 0.00360141 0.00336296 0.00358323 0.00400679 0.00319905 0.00748419 0.0143738 0.00352915 0.000362944 0.00456047 -0.00148705 0.00528968 0.00257281 0.0091719 0.00229764
internal_weight=0 2896 2821 2767 2554 2073 481 116 2017 496 1521 213 365 215 150 144
internal_count=2954 2896 2821 2767 2554 2073 481 116 2017 496 1521 213 365 215 150 144
is_linear=0
shrinkage=0.16829


Tree=4535
num_leaves=13
num_cat=0
split_feature=10 9 1374 15 15 159 160 52 15 15 12 15
split_gain=0.516246 0.464722 0.369649 0.284146 0.292992 0.296129 0.299948 0.29484 0.267337 0.145471 0.390221 0.243062
threshold=-0.16262499999999996 -1.0000000180025095e-35 0.089520000000000016 0.13248000000000001 0.021950000000000001 0.12310000000000001 0.11475 0.50569000000000008 0.081625000000000017 0.084630000000000025 0.08622500000000001 0.087670000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -6 10 -10 -11
right_child=1 2 -4 -5 8 -7 -8 -9 9 11 -12 -13
leaf_value=0.018083844985109201 -0.0094648391536759045 0.0014748031319638266 -0.010138443403983448 -0.0071824885997098962 0.017041397133163314 0.01249144579711396 -0.0093228551921845076 0.012099495751671605 -0.010252047382292469 0.010587383890946191 0.0091015555059544302 0.0040725428035133212
leaf_weight=61 90 1457 61 74 55 73 69 78 59 218 59 641
leaf_count=61 90 1457 61 74 55 73 69 78 59 218 59 641
internal_value=0 0.00243664 0.0028139 0.00309845 0.00337995 0.00200533 0.00152698 0.00201586 0.00561196 0.0049667 -0.000560021 0.00572799
internal_weight=0 2934 2844 2783 2709 1677 1604 1535 1032 977 118 859
internal_count=2995 2934 2844 2783 2709 1677 1604 1535 1032 977 118 859
is_linear=0
shrinkage=0.16829


Tree=4536
num_leaves=27
num_cat=0
split_feature=1 12 2 2 12 14 2 16 16 15 3 2 12 3 16 15 15 16 13 12 12 3 40 48 12 3
split_gain=22.6344 5.45405 3.74144 2.67349 1.10306 1.05042 0.922119 1.49874 1.14725 0.899193 1.24217 0.786322 0.754436 0.750881 0.783056 0.561432 0.518432 0.390471 0.417128 0.37799 0.315037 0.297496 0.695744 0.260854 0.191589 0.103208
threshold=0.10075500000000003 0.085845000000000019 0.11504500000000002 0.10796500000000002 0.095295000000000019 0.073890000000000011 0.14253500000000002 0.041025000000000006 -0.0094449999999999968 0.039965000000000007 -0.12711499999999995 -0.0011799999999999998 0.089035000000000017 -0.070619999999999988 1.0000000180025095e-35 0.11773500000000002 -0.074729999999999977 -0.0092499999999999978 0.057990000000000007 0.10682000000000001 0.11667000000000001 0.040040000000000006 -0.077474999999999988 -1.0000000180025095e-35 0.084235000000000018 -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
left_child=3 6 4 5 -3 9 7 8 16 10 -1 -12 -5 23 -15 17 21 18 24 -6 25 22 -2 -13 -11 -14
right_child=1 2 -4 12 19 -7 -8 -9 -10 15 11 13 20 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0012347829349778443 0.00093951621269538685 0.0020186380185027862 0.00072210793887625879 0.0010668696771606568 0.0016223331727252504 0.0020966213213750519 0.0005294593987616393 0.0012887837909541463 0.00034762493796794593 0.0016504409382849256 0.0020786618445769885 0.0019504509315397735 0.0016884193766671719 0.0013761996578392994 0.0017525568599587795 0.0014726033715605257 0.0011303362325865921 0.0020279208775846242 0.0015756322325712285 0.0012800830421204519 0.0012614921761117551 0.00095187701384728341 0.00040805484991470777 0.0017071891974115385 0.0018447737405304478 0.0014971447373079228
leaf_weight=71 55 58 65 62 86 88 92 84 53 65 54 55 52 164 97 54 68 93 84 62 52 75 53 557 600 96
leaf_count=71 55 58 65 62 86 88 92 84 53 65 54 55 52 164 97 54 68 93 84 62 52 75 53 557 600 96
internal_value=0 0.00103888 0.00141332 0.00170085 0.00163125 0.00174233 0.000827412 0.000897969 0.000789865 0.00172585 0.00165728 0.0016896 0.00138692 0.0016655 0.00151621 0.00180218 0.000883106 0.00182328 0.00179782 0.0014792 0.00148596 0.000791047 0.000679033 0.00172911 0.00182583 0.00156459
internal_weight=0 751 271 2244 206 1982 480 388 304 1894 998 927 262 873 261 896 251 842 749 148 200 183 108 612 665 148
internal_count=2995 751 271 2244 206 1982 480 388 304 1894 998 927 262 873 261 896 251 842 749 148 200 183 108 612 665 148
is_linear=0
shrinkage=0.0032998


Tree=4537
num_leaves=22
num_cat=0
split_feature=1 33 1 156 156 475 156 157 157 12 40 13 4 39 52 481 4 13 13 157 13
split_gain=0.497081 0.78737 0.597372 0.440255 0.329818 0.421057 0.355725 0.458419 0.330862 0.32913 0.44633 0.585393 0.830913 0.342734 0.23688 0.192315 0.279769 0.139518 0.187195 0.101571 0.0388278
threshold=0.14828500000000003 0.084300000000000014 0.095920000000000019 0.10357000000000001 0.088735000000000022 -0.081774999999999973 0.081990000000000021 -0.066269999999999982 -0.089034999999999989 0.085845000000000019 -0.062739999999999976 -0.098524999999999988 0.057200000000000008 0.09086000000000001 -0.023079999999999996 -0.085749999999999979 -0.39175499999999991 -0.085414999999999991 -0.00080499999999999983 0.068620000000000014 -0.072634999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 6 -6 7 8 -1 10 13 -12 -13 -4 -8 -9 -17 -11 20 -7 -19
right_child=-2 -3 3 -5 5 19 14 15 -10 17 11 12 -14 -15 -16 16 -18 18 -20 -21 -22
leaf_value=0.0036281676846632214 0.017057491061345843 0.023505428863142191 -0.0045895180314291552 0.0091942500136253692 -0.014738537727687408 0.0070719352757074401 0.021874696479930244 0.013062048219435759 -0.01369704990683461 -0.0057226267555224334 0.0019074419441842175 -0.029322676581266933 -0.005998757554567912 0.012637597551940835 0.0061185178240096066 -0.0069222006037259406 0.005067711820567913 0.0055967018092236117 -0.0016849941099199163 -0.0023908504817602679 0.012194062527656665
leaf_weight=59 75 53 88 98 56 70 56 81 66 52 81 72 109 52 53 57 1568 52 86 59 52
leaf_count=59 75 53 88 98 56 70 56 81 66 52 81 72 109 52 53 57 1568 52 86 59 52
internal_value=0 0.00317579 0.00279934 -0.00130977 0.004235 -0.00254802 0.00488276 0.00432534 -0.00550517 -0.002911 -0.00586397 -0.0099641 -0.0152867 0.00179629 0.0142299 0.00504668 0.00464604 0.00198693 0.00410637 0.00273007 0.00891266
internal_weight=0 2920 2867 742 2125 185 1940 1831 125 644 402 262 181 140 109 1706 1625 242 190 129 104
internal_count=2995 2920 2867 742 2125 185 1940 1831 125 644 402 262 181 140 109 1706 1625 242 190 129 104
is_linear=0
shrinkage=0.16829


Tree=4538
num_leaves=14
num_cat=0
split_feature=1204 10 9 48 16 9 448 394 16 1211 399 0 16
split_gain=0.295724 0.290366 0.357571 0.278148 0.256882 0.482422 0.314391 0.242608 0.203397 0.176063 0.219368 0.455809 0.144632
threshold=-0.084894999999999984 -0.16262499999999996 -1.0000000180025095e-35 0.10227500000000002 -0.071129999999999985 0.082325000000000023 -0.076874999999999985 -0.070744999999999988 -0.082119999999999985 0.076895000000000019 0.087470000000000006 -0.011064999999999998 -0.0060749999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 9 6 -6 -8 -5 10 11 -4 -10
right_child=1 2 3 8 5 -7 7 -9 12 -11 -12 -13 -14
leaf_value=0.014165125348587109 0.014176931088098511 -0.0079983806450871879 0.0042520128614348483 -0.0097286250167058323 0.013499275511034647 0.016728473127638886 -0.010642888709794105 0.00098832370012332622 0.0074384645922107983 0.011894759865903581 -0.0038889864781320766 0.019511010652864202 -0.003540285447105457
leaf_weight=65 61 90 942 80 55 58 53 1210 57 99 82 59 84
leaf_count=65 61 90 942 80 55 58 53 1210 57 99 82 59 84
internal_value=0 0.00268143 0.00243639 0.00277497 0.00327018 0.00170516 0.00104268 0.000498814 -0.00294879 0.00509055 0.0044669 0.00515319 0.000885191
internal_weight=0 2930 2869 2779 2558 1376 1318 1263 221 1182 1083 1001 141
internal_count=2995 2930 2869 2779 2558 1376 1318 1263 221 1182 1083 1001 141
is_linear=0
shrinkage=0.16829


Tree=4539
num_leaves=11
num_cat=0
split_feature=1446 1 33 1 10 16 132 40 16 1186
split_gain=0.379402 0.273206 0.482832 0.442265 0.361217 0.231655 0.444165 0.454594 0.413267 0.205233
threshold=0.11338500000000001 0.14828500000000003 0.084300000000000014 0.13891000000000003 -0.00189 -0.0069549999999999985 0.086470000000000005 -0.0091899999999999985 -0.0094449999999999968 0.083980000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 7 -7 9 -6
right_child=-2 -3 -4 -5 5 6 -8 -9 -10 -11
leaf_value=-0.0092403350658782669 -0.011403946667766547 0.012799590495757247 0.018354296965314616 -0.012801691892884649 0.0036289341838495769 0.014609540877866178 -0.011109022397242235 0.00050716782669669102 0.015607937632978837 -0.006998616748723885
leaf_weight=73 55 74 53 55 1658 71 84 738 81 53
leaf_count=73 55 74 53 55 1658 71 84 738 81 53
internal_value=0 0.00269782 0.00243637 0.00213582 0.00243436 0.00275244 0.000535733 0.00174705 0.00385608 0.00329868
internal_weight=0 2940 2866 2813 2758 2685 893 809 1792 1711
internal_count=2995 2940 2866 2813 2758 2685 893 809 1792 1711
is_linear=0
shrinkage=0.16829


Tree=4540
num_leaves=20
num_cat=0
split_feature=4 2 39 14 0 2 4 39 0 4 0 2 160 39 2 150 156 157 160
split_gain=34.9738 13.3654 5.19684 3.26745 3.57924 2.9409 2.58873 1.85381 1.22625 1.20765 1.55593 1.14551 0.840294 0.789385 0.757432 0.675505 0.504961 0.365305 0.335066
threshold=0.31392000000000003 0.13388500000000003 0.0047850000000000011 0.073890000000000011 -0.12851999999999997 0.15616000000000005 0.016670000000000001 0.08955500000000001 -0.071879999999999986 -0.4950449999999999 -0.073104999999999989 0.092155000000000015 -0.060659999999999992 0.089940000000000006 0.14870000000000003 0.081245000000000026 0.086860000000000007 -0.0048549999999999991 -0.06146999999999999
decision_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 7 11 15 13 17 16 -1 -12 -4 -3 18 -11 -6 -2
right_child=5 14 8 -5 9 -7 -8 -9 -10 10 12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0014357715641666476 0.0010046281341713284 0.0010360642616231818 0.0012939409979784997 0.0025149176627412713 0.0024436891360945711 -8.4906987580257417e-05 0.0019308811766239951 0.00032561734484847605 0.0010021220661543043 0.0019643901431914573 0.0013995115518066052 0.0007704755753837006 0.0017861034230884959 0.0018487248042065713 0.00050987392691002463 0.001254467048705864 0.0017608229097207939 0.0020640426601407314 0.00066280788391673273
leaf_weight=61 58 53 62 91 55 52 71 72 75 1368 77 53 319 52 69 56 151 60 70
leaf_count=61 58 53 62 91 55 52 71 72 75 1368 77 53 319 52 69 56 151 60 70
internal_value=0 0.00180566 0.00185782 0.00190097 0.00187573 0.000629918 0.00143557 0.000775255 0.00133115 0.00191582 0.00189598 0.00112678 0.00171102 0.00154731 0.000738754 0.000951009 0.00194418 0.00224592 0.00081797
internal_weight=0 2617 2495 2306 2215 308 185 256 189 2030 1915 114 396 114 122 184 1519 115 128
internal_count=2925 2617 2495 2306 2215 308 185 256 189 2030 1915 114 396 114 122 184 1519 115 128
is_linear=0
shrinkage=0.0032998


Tree=4541
num_leaves=18
num_cat=0
split_feature=1 3 52 1 0 1453 0 16 48 16 12 12 157 52 16 12 12
split_gain=0.634612 0.502883 0.643712 0.286325 0.263556 0.245735 0.278762 0.404719 1.1148 0.368721 0.320666 0.322334 0.219069 0.267182 0.269739 0.201996 0.0622702
threshold=0.15720500000000001 -0.14186499999999996 0.089015000000000025 0.107725 -0.24203499999999997 -0.077554999999999985 -0.10594499999999998 -0.24404999999999996 0.078735000000000013 -0.083144999999999983 -0.053404999999999987 0.087915000000000007 -0.14480499999999996 -0.52575499999999986 0.3935300000000001 0.087135000000000004 0.091065000000000021
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 -3 -6 7 10 -9 -10 -7 -12 -8 16 -15 -1 -14
right_child=-2 4 -4 -5 5 6 12 8 9 -11 11 -13 13 14 -16 -17 -18
leaf_value=0.017950206945899983 -0.015341346526090247 0.014166063685024866 -0.0061702087065181313 0.024373445537571134 0.012045039831112691 -0.0063522187001164767 -0.0079059991505335478 -0.020510974444029481 -0.0062854239229869413 0.01196854662623905 0.019010680921301041 0.00080355557601987499 0.015299507437257205 0.0030516026734388755 -0.0058768613413610893 0.0054536955694026584 0.0071958944024771536
leaf_weight=62 53 54 54 59 71 55 53 96 58 68 52 59 53 1829 101 91 57
leaf_count=62 53 54 54 59 71 55 53 96 58 68 52 59 53 1829 101 91 57
internal_value=0 0.00323749 0.0102099 0.0143907 0.00252511 0.00227809 0.00199786 -0.00214267 -0.00684571 0.00355167 0.0041361 0.00934921 0.00276629 0.00304444 0.00258343 0.0105294 0.0111167
internal_weight=0 2872 266 212 2606 2552 2481 388 222 126 166 111 2093 2040 1930 153 110
internal_count=2925 2872 266 212 2606 2552 2481 388 222 126 166 111 2093 2040 1930 153 110
is_linear=0
shrinkage=0.16829


Tree=4542
num_leaves=14
num_cat=0
split_feature=1 3 10 12 48 0 12 4 4 3 157 1 3
split_gain=0.439063 0.347906 0.264445 0.319955 0.310796 0.341343 0.428364 0.528411 0.435701 0.303278 0.240947 0.314597 0.700944
threshold=0.15720500000000001 -0.14186499999999996 -0.00189 -0.097314999999999985 -0.086624999999999994 -0.23395499999999997 0.083985000000000018 -0.39175499999999991 -0.10429499999999998 -0.0091399999999999988 -0.0041249999999999993 0.081540000000000015 -0.17010999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 9 -4 -5 -6 7 -7 -8 -3 -1 -12 -13
right_child=-2 2 3 4 5 6 8 -9 -10 -11 11 12 -14
leaf_value=0.017412709123990767 -0.012759554947882213 0.0031668463743938914 0.012390240524590673 0.01485740690362301 0.014686764806355942 0.011614704085381563 -0.012084608229298277 -0.0045485264021932603 0.0032661019813370229 -0.013540700475675448 -0.0042344335290680195 -0.00070836712266337978 0.023381742032797578
leaf_weight=65 53 59 89 53 57 65 54 480 1685 64 63 76 62
leaf_count=65 53 59 89 53 57 65 54 480 1685 64 63 76 62
internal_value=0 0.00269308 0.00210039 0.00247821 0.00210896 0.00181957 0.00149767 -0.00261751 0.00278839 -0.00551191 0.00849283 0.00559935 0.0101017
internal_weight=0 2872 2606 2483 2394 2341 2284 545 1739 123 266 201 138
internal_count=2925 2872 2606 2483 2394 2341 2284 545 1739 123 266 201 138
is_linear=0
shrinkage=0.16829


Tree=4543
num_leaves=28
num_cat=0
split_feature=1 12 1 39 1 2 0 475 156 52 1443 1 2 484 52 158 12 52 1456 15 156 52 123 12 49 12 15
split_gain=21.5475 4.26403 2.53938 2.43825 2.06233 1.48933 1.05198 1.0096 1.02409 0.746252 0.659886 0.569531 0.565981 0.555755 0.525718 0.502561 0.49943 0.499284 0.359419 0.325997 0.400995 0.310222 0.279311 0.259151 0.258772 0.191624 0.0695645
threshold=0.11378500000000001 0.056995000000000011 0.15720500000000001 0.087880000000000014 0.10378000000000001 0.10179000000000001 -0.096444999999999989 -0.067819999999999978 0.083125000000000018 -0.54883999999999988 0.084655000000000022 0.085110000000000005 0.098180000000000003 -0.084749999999999978 -0.014264999999999998 0.078875000000000015 0.089135000000000006 0.089455000000000021 -0.063379999999999978 0.097125000000000003 0.086860000000000007 -0.070104999999999987 0.086990000000000026 0.084675000000000014 -0.0019649999999999997 0.096265000000000003 -0.010069999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 7 10 -2 -1 11 -7 13 12 -9 23 -6 19 -8 21 -17 20 -15 -11 -5 -3 -13 -21 -25
right_child=2 5 -4 22 14 9 16 8 -10 17 -12 24 -14 15 -16 18 -18 -19 -20 25 -22 -23 -24 26 -26 -27 -28
leaf_value=0.00086935099657955072 0.0006016439711356257 0.0018481221691717435 -8.5927569979331032e-05 0.00049676552825878993 0.00059737459226234205 0.001615435815892022 0.00082677640033668794 0.0016559783161574201 0.0017595833126993767 0.0012192742802544126 0.0018657354265376827 0.00096703687778493925 0.0011760489296524402 0.0014887268103501567 0.00099002423616079637 0.0014744515689613228 0.0012100056778517223 0.0013685557711136203 0.0018520357937165241 0.0011794486762970228 0.0012962115197739177 0.00093332456572487116 0.00018005846279746897 0.0014785185926946317 0.0012570186687564761 0.0014400579525062581 0.0016603826275190126
leaf_weight=61 95 60 53 52 74 53 66 57 52 83 53 72 52 1065 76 52 87 102 62 75 136 86 74 52 66 56 53
leaf_count=61 95 60 53 52 74 53 66 57 52 83 53 72 52 1065 76 52 87 102 62 75 136 86 74 52 66 56 53
internal_value=0 0.00139174 0.000589465 0.00068527 0.00112227 0.00146085 0.00087526 0.00125789 0.00133704 0.0012555 0.00150081 0.00124794 0.00142734 0.00148878 0.000796552 0.00146788 0.00104492 0.00118498 0.00168011 0.00144969 0.00146696 0.00107397 0.000311043 0.00167176 0.00110598 0.00129112 0.00157065
internal_weight=0 2498 427 374 510 1988 248 360 299 324 1664 247 109 1611 150 1446 153 271 114 1332 1201 169 126 165 138 131 105
internal_count=2925 2498 427 374 510 1988 248 360 299 324 1664 247 109 1611 150 1446 153 271 114 1332 1201 169 126 165 138 131 105
is_linear=0
shrinkage=0.0032998


Tree=4544
num_leaves=21
num_cat=0
split_feature=13 43 0 4 403 403 3 484 483 132 0 0 130 3 48 403 16 4 13 13
split_gain=0.368497 0.317686 0.415324 0.530229 0.301314 0.465182 0.325545 0.406975 0.334519 0.264116 0.341621 0.259252 0.248691 0.244096 0.426277 0.397135 0.233008 0.175069 0.163859 0.12415
threshold=0.25472500000000003 0.10751000000000001 -0.10726999999999999 -0.070654999999999982 0.085340000000000013 0.10232000000000001 -0.074084999999999998 -0.070034999999999986 0.09253500000000002 0.089275000000000007 -0.018054999999999998 -0.064734999999999987 0.086305000000000007 0.057935000000000007 0.090935000000000016 -1.0000000180025095e-35 0.11160500000000002 -0.0023699999999999997 -0.027939999999999996 -0.086554999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -6 9 -8 13 10 11 12 -1 15 -15 -9 -12 -11 -5 -7
right_child=-2 2 3 18 5 19 7 8 -10 17 16 -13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0048376895371736025 -0.0073901273351128097 0.021683152101531791 0.017936279767612653 0.0044369978506397642 0.022417404512424945 -0.0022541474377308778 -0.013976034794264956 0.0076869104117942991 0.012005375416543529 0.0015558239682713741 0.020702419112925197 -0.0069337156111305472 -0.004308249157460301 0.0071985736174555309 -0.0060018328907280949 -0.0057400427013734219 0.0064199339745736458 -0.010769625172791498 -0.0073090181889926709 0.0078299880387741015
leaf_weight=1096 93 57 65 80 54 54 58 77 67 82 57 63 91 220 101 327 76 54 58 95
leaf_count=1096 93 57 65 80 54 54 58 77 67 82 57 63 91 220 101 327 76 54 58 95
internal_value=0 0.00337014 0.00897935 0.00540342 0.00280242 0.00902791 0.00226819 -0.000367122 0.000627222 0.00374404 0.00444048 0.00357571 0.00413501 -0.000421799 0.00303958 -0.0031765 0.0125545 -0.00332489 -0.000486715 0.00416328
internal_weight=0 2832 260 203 2572 203 2369 850 792 1519 1383 1250 1187 725 321 404 133 136 138 149
internal_count=2925 2832 260 203 2572 203 2369 850 792 1519 1383 1250 1187 725 321 404 133 136 138 149
is_linear=0
shrinkage=0.16829


Tree=4545
num_leaves=27
num_cat=0
split_feature=4 12 13 12 51 3 3 3 4 123 133 13 12 3 4 1203 130 13 160 12 403 3 3 4 13 3
split_gain=26.4152 8.70351 4.03795 2.01752 1.96431 1.90121 2.77323 1.53015 1.39463 1.03312 0.906525 0.715527 0.636548 0.555475 0.461205 0.369167 0.357164 0.405417 0.507762 0.34219 0.337776 0.307633 0.240865 0.392873 0.228905 0.093209
threshold=0.31392000000000003 0.056995000000000011 -0.00027999999999999998 0.11755500000000001 0.089215000000000017 -0.0024599999999999995 0.10402500000000002 0.143375 0.053330000000000009 0.089155000000000012 -0.0024649999999999997 -0.039559999999999991 0.096475000000000019 0.093925000000000022 0.48395000000000005 0.090855000000000005 0.006490000000000001 -0.082644999999999982 -0.35906499999999991 0.13642500000000005 -0.085489999999999997 -0.082394999999999982 -0.085784999999999986 -0.084489999999999996 -0.086554999999999979 -0.043609999999999989
decision_type=2 2 2 2 2 2 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 10 -4 13 9 15 14 -1 -12 21 -7 -2 16 17 20 -19 -5 -3 -10 23 -18 -23 -16
right_child=7 3 5 19 -6 6 -8 -9 12 -11 11 -13 -14 -15 25 -17 22 18 -20 -21 -22 24 -24 -25 -26 -27
leaf_value=0.0012067773906141114 0.00078311516834363843 0.0018049207697678372 0.00086474846978347604 0.0012247705016644194 0.00022470594375478175 0.001864773889564875 0.00090879588577170859 -7.2213176137887365e-05 0.0016073680076639423 0.00011640783325437031 0.00094147880220339522 0.00045693797711638686 0.0010484139643444329 0.0014429483222450597 0.00036680960606151679 0.0012619793013112582 0.0017924152146227823 0.0012435323202635374 0.0015096259274765733 0.00085281199091098074 0.001565012319358676 0.0014512432130729029 0.0018675810884027232 0.0014602567114026784 0.0011360121611101522 0.00056381966303079467
leaf_weight=65 92 75 86 57 65 91 71 64 53 60 77 59 89 56 55 52 72 89 750 53 540 52 55 89 52 53
leaf_count=65 92 75 86 57 65 91 71 64 53 60 77 59 89 56 55 52 72 89 750 53 540 52 55 89 52 53
internal_value=0 0.00138271 0.0010213 0.00148182 0.00072408 0.00128124 0.00144539 0.000384373 0.00150617 0.000496899 0.000885394 0.000731533 0.00127294 0.00170432 0.00061087 0.00153947 0.00154809 0.00152921 0.00148144 0.00104587 0.00159433 0.00139999 0.00167502 0.00160902 0.00129397 0.000463817
internal_weight=0 2648 570 2078 266 304 218 324 1968 260 201 136 246 147 200 1722 1670 1454 839 110 615 157 216 161 104 108
internal_count=2972 2648 570 2078 266 304 218 324 1968 260 201 136 246 147 200 1722 1670 1454 839 110 615 157 216 161 104 108
is_linear=0
shrinkage=0.0032998


Tree=4546
num_leaves=14
num_cat=0
split_feature=151 150 1 1209 10 1 0 151 1213 51 12 403 1
split_gain=0.247416 0.275113 0.385533 0.238058 0.231968 0.258263 0.448682 0.279607 0.251914 0.288227 0.237928 0.232848 0.228131
threshold=0.12207000000000001 0.10808000000000002 0.10500500000000001 -0.080379999999999993 -0.15491499999999997 0.11359000000000001 0.0062000000000000006 -0.14525499999999997 -0.094174999999999995 -0.23644499999999999 -0.088684999999999986 0.10460500000000002 0.11947500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 7 10 -6 11 -10 -7 -9 -12
right_child=-2 2 -4 4 5 6 -8 8 9 -11 12 -13 -14
leaf_value=0.014202643898493839 0.015198867165684278 -0.012247526225354789 0.0059833939297061645 0.013910424516196857 0.014551029810638817 0.011645017290813919 -0.014935348111104989 0.019175189273266433 0.012184638017029828 0.0029615336600644134 -0.0081607200145335755 0.0053430013584059664 0.0029703701846539969
leaf_weight=64 54 71 61 63 72 57 53 56 101 1983 75 91 171
leaf_count=64 54 71 61 63 72 57 53 56 101 1983 75 91 171
internal_value=0 0.00369111 -0.00380902 0.00404711 0.00380767 0.00356763 -0.000646437 0.00421982 0.0038856 0.00340939 0.00184701 0.0106246 -0.000415952
internal_weight=0 2918 132 2786 2722 2659 356 2303 2231 2084 303 147 246
internal_count=2972 2918 132 2786 2722 2659 356 2303 2231 2084 303 147 246
is_linear=0
shrinkage=0.16829


Tree=4547
num_leaves=19
num_cat=0
split_feature=1447 121 4 15 3 52 52 1 52 50 1 15 1213 1204 402 402 12 1213
split_gain=0.285184 0.278751 0.31737 0.565609 0.385221 0.50215 0.385069 0.383022 0.34277 0.31881 0.482566 0.485725 0.200661 0.222388 0.205214 0.245248 0.233701 0.144409
threshold=-0.086009999999999989 -1.0000000180025095e-35 -0.15504999999999997 0.039965000000000007 -0.096949999999999995 -0.09590499999999999 -0.54533999999999982 0.095920000000000019 -0.34918499999999997 0.095610000000000014 0.10359500000000001 -1.0000000180025095e-35 -0.094174999999999995 -0.082274999999999987 0.081585000000000019 0.089220000000000008 -0.0089849999999999982 -0.23247999999999996
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 -3 12 -9 10 -10 -12 17 -14 16 -16 -15 -4
right_child=1 2 7 -5 5 -7 -8 8 9 -11 11 -13 13 14 15 -17 -18 -19
leaf_value=-0.0056753230844697198 0.014540205041877701 0.0076924392767351284 0.0060185015739299876 0.023528954643727427 4.0462303559167738e-05 0.023245333821022056 -0.012779489343952885 0.011417379563583798 -0.014746095794265376 0.0073750992489530027 0.0008800615387483862 -0.015974708581538811 -0.0046752612242368973 0.012393347703289094 0.018900092425052469 0.0054688144530677957 0.0026658735147308708 0.016827246168708856
leaf_weight=98 64 52 102 58 52 54 52 61 88 92 404 55 90 74 52 151 1319 54
leaf_count=98 64 52 102 58 52 54 52 61 88 92 404 55 90 74 52 151 1319 54
internal_value=0 0.00354985 0.0032989 0.00881007 0.0047363 0.0118788 -0.00252625 0.00271715 -0.000631654 -0.00178469 -0.00332856 -0.00113566 0.00399075 0.00345481 0.0039144 0.00891819 0.00318391 0.00977151
internal_weight=0 2874 2810 268 210 106 104 2542 700 639 547 459 1842 1686 1596 203 1393 156
internal_count=2972 2874 2810 268 210 106 104 2542 700 639 547 459 1842 1686 1596 203 1393 156
is_linear=0
shrinkage=0.16829


Tree=4548
num_leaves=11
num_cat=0
split_feature=31 0 4 12 376 4 1454 43 41 3
split_gain=0.233032 0.246264 0.915886 0.26236 0.297301 0.29233 0.255871 0.260547 0.333722 0.206483
threshold=-0.083194999999999977 0.032970000000000006 -0.17568999999999999 -0.14392999999999997 0.08672500000000001 -0.15504999999999997 0.091445000000000012 0.41338000000000003 0.088645000000000015 -0.15624499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 9 -2 5 -5 7 8 -7 -3
right_child=1 2 -4 4 -6 6 -8 -9 -10 -11
leaf_value=0.013766393033621741 0.012908069174194636 0.0097262736889843892 -0.022194395927021264 0.013171962881412374 -0.0087414238597862369 0.002905680419338392 -0.0075371278316349859 0.012253154673810648 -0.010473819988395791 -0.0018949405469723957
leaf_weight=53 73 75 53 77 63 2272 68 82 54 102
leaf_count=53 73 75 53 77 63 2272 68 82 54 102
internal_value=0 0.00249821 -0.00278312 0.0029506 0.00267205 0.0029544 0.00263593 0.00292395 0.00259429 0.00301915
internal_weight=0 2919 230 2689 2616 2553 2476 2408 2326 177
internal_count=2972 2919 230 2689 2616 2553 2476 2408 2326 177
is_linear=0
shrinkage=0.16829


Tree=4549
num_leaves=16
num_cat=0
split_feature=47 456 1447 47 31 483 160 402 12 456 3 47 0 47 456
split_gain=0.204769 0.231614 0.303312 0.301103 0.304286 0.298097 0.336679 0.420287 0.362372 0.252816 0.198993 0.533744 0.153145 0.123903 0.0576386
threshold=0.11069000000000002 0.087055000000000007 -0.086009999999999989 0.080075000000000021 -0.079669999999999977 0.10549500000000002 -0.019279999999999995 0.085875000000000021 0.11466500000000002 0.089155000000000012 -0.072864999999999985 0.091680000000000011 -0.064994999999999983 0.11926500000000002 0.095920000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6 -8 -3 11 -5 13 -2 -11
right_child=12 9 3 10 5 -7 8 -9 -10 14 -12 -13 -14 -15 -16
leaf_value=-0.0073749916712652569 -0.0060588277408756708 0.018480954542729442 0.013732278651845861 0.025344945308683173 -0.00078184054479186799 0.01152299028215425 0.00188397126475765 -0.016448808132543999 0.012757957421951897 0.0079742646679690637 0.0027099311603398495 0.0030863586730012875 -0.010772134572117922 0.0047040166243996484 8.8811814101987064e-05
leaf_weight=90 54 52 61 55 479 84 1558 54 92 54 95 69 54 69 52
leaf_count=90 54 52 61 55 479 84 1558 54 92 54 95 69 54 69 52
internal_value=0 0.0025973 0.0022214 0.0025612 0.00199898 0.00168247 0.00130299 -0.00237248 0.00249137 0.00885969 0.00852953 0.0129736 -0.0033011 -6.52824e-06 0.00412288
internal_weight=0 2795 2637 2547 2328 2267 2183 533 1650 158 219 124 177 123 106
internal_count=2972 2795 2637 2547 2328 2267 2183 533 1650 158 219 124 177 123 106
is_linear=0
shrinkage=0.16829


Tree=4550
num_leaves=11
num_cat=0
split_feature=3 12 1453 480 0 150 1456 0 1 16
split_gain=0.322965 0.367197 0.274449 0.417255 0.261773 0.253965 0.222554 0.241742 0.562882 0.197684
threshold=-0.16100499999999998 0.092605000000000007 -0.075794999999999987 -0.060589999999999998 -0.23215999999999995 0.11717500000000002 0.08814000000000001 0.10446500000000002 0.14720000000000003 -0.008069999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -5 6 7 8 -6 -8
right_child=2 -3 3 4 5 -7 9 -9 -10 -11
leaf_value=0.016478514638147226 -0.0078129185674782713 -0.00019920892551974703 -0.012988754054773158 -0.0082500153747836653 0.0024705621831336041 -0.0070801087120339161 -0.011647991680923049 -0.006854429659608488 0.018478215685214336 0.0024340644541847836
leaf_weight=84 95 67 56 73 2281 85 60 74 64 53
leaf_count=84 95 67 56 73 2281 85 60 74 64 53
internal_value=0 0.00906657 0.00107709 0.0013853 0.00168521 0.00196303 0.00226732 0.00260882 0.00290821 -0.00502723
internal_weight=0 151 2841 2746 2690 2617 2532 2419 2345 113
internal_count=2992 151 2841 2746 2690 2617 2532 2419 2345 113
is_linear=0
shrinkage=0.16829


Tree=4551
num_leaves=12
num_cat=0
split_feature=124 1212 43 1212 3 3 10 10 2 1453 1455
split_gain=0.332684 0.263628 0.333859 0.272166 0.248922 0.361496 0.403514 0.473491 0.243726 0.198652 0.253233
threshold=-0.087424999999999989 -0.065539999999999987 0.0015200000000000003 -0.16506999999999997 -0.16100499999999998 -0.15041499999999997 -0.092019999999999977 -0.0088449999999999987 0.10472500000000001 -0.075794999999999987 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 -6 -7 -8 -3 -9 -11
right_child=1 4 -4 -5 5 6 7 9 -10 10 -12
leaf_value=-0.0094720043799888503 0.0054280652136581035 0.016233187326153212 -0.0018803996919951481 0.022163577605090416 -0.011367394818946861 -0.010847482935778901 0.017181821019318821 -0.0066115282090251429 0.0022248849412224827 0.00094375988380132917 0.008211850971579341
leaf_weight=80 58 59 63 53 68 78 53 91 88 2156 145
leaf_count=80 58 59 63 53 68 78 53 91 88 2156 145
internal_value=0 0.00152594 0.0078795 0.0134351 0.00112152 0.000738545 0.00106554 0.00144632 0.00785949 0.00109691 0.00140255
internal_weight=0 2912 174 111 2738 2591 2523 2445 147 2392 2301
internal_count=2992 2912 174 111 2738 2591 2523 2445 147 2392 2301
is_linear=0
shrinkage=0.16829


Tree=4552
num_leaves=31
num_cat=0
split_feature=1 1 16 2 2 2 14 2 4 0 1 2 0 0 160 4 16 52 43 2 474 1 16 16 52 0 4 1 49 16
split_gain=45.4127 7.85093 5.12628 3.46073 2.92794 2.20407 1.62582 1.49401 1.43488 1.25829 0.979733 1.09422 0.815078 0.674662 0.514247 0.623907 0.54475 0.451574 0.419318 0.389893 0.413998 0.351498 0.334417 0.324388 0.376715 0.330314 0.308015 0.245353 0.240893 0.138277
threshold=0.10398500000000001 0.12448500000000001 0.12992000000000004 0.094905000000000017 0.17553000000000005 0.10043500000000001 0.073890000000000011 0.13226500000000005 0.27998000000000006 -0.14076499999999997 0.077690000000000023 1.0000000180025095e-35 -0.072924999999999976 -0.16926499999999997 0.061085000000000007 -0.17568999999999999 -0.067654999999999979 0.11262000000000001 -0.07409499999999998 0.087605000000000002 0.084550000000000014 0.09636500000000002 -0.016079999999999994 -0.010034999999999999 0.085540000000000019 -0.085894999999999985 0.50779500000000011 0.11497000000000002 0.091860000000000011 -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
left_child=3 2 5 6 8 -2 10 9 -3 -5 17 12 21 -7 15 -11 29 19 -18 23 28 22 -12 24 -1 -25 -10 -15 -21 -17
right_child=1 4 -4 7 -6 13 -8 -9 26 14 11 -13 -14 27 -16 16 18 -19 -20 20 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0022120208476308799 0.0013665383980261253 0.0009492053142828395 0.001850865443114059 0.0012905545292728872 -0.0001965318025380694 0.0010259331391096573 0.0023948297998775147 0.0011241972625880951 0.00021585950166106124 0.0019444516773688633 0.0018893530649063848 0.0014776878644434089 0.0015472525594774033 0.00076608318610072498 0.0019823207242025843 0.0016968094944500582 0.0017114083516189119 0.0017483195613532522 0.0013971521961814895 0.0019099589845254263 0.0021495207532592413 0.0016818647890643956 0.0021190609365342962 0.0017424133924885635 0.0020003349532888722 0.0020801819005918081 0.00054041827165916888 0.00047462868385243908 0.0016883622094903111 0.0019276230889686808
leaf_weight=178 102 93 95 75 58 72 78 56 52 91 209 100 76 66 88 65 79 98 118 300 70 57 109 68 203 63 84 62 69 58
leaf_count=178 102 93 95 75 58 72 78 56 52 91 209 100 76 66 88 65 79 98 118 300 70 57 109 68 203 63 84 62 69 58
internal_value=0 0.000881262 0.0011819 0.00184945 0.000465269 0.000971352 0.00192787 0.00164054 0.000633041 0.00169086 0.00190508 0.00179169 0.00186123 0.000769631 0.00175095 0.00170133 0.00163208 0.00196461 0.00152335 0.00198686 0.00191349 0.00192477 0.0019682 0.00204971 0.00209933 0.00190512 0.000416581 0.000625185 0.00186862 0.00180593
internal_weight=0 684 397 2308 287 302 1678 630 229 574 1600 551 451 200 499 411 320 1049 197 951 439 375 318 512 381 131 136 128 369 123
internal_count=2992 684 397 2308 287 302 1678 630 229 574 1600 551 451 200 499 411 320 1049 197 951 439 375 318 512 381 131 136 128 369 123
is_linear=0
shrinkage=0.0032998


Tree=4553
num_leaves=15
num_cat=0
split_feature=447 2 3 11 1 1 41 42 42 42 42 51 15 49
split_gain=0.372973 0.323803 0.286111 0.374999 0.239451 0.250164 0.309919 0.259749 0.411806 0.401034 0.226716 0.252676 0.203226 0.308217
threshold=0.091410000000000005 0.11806500000000002 -0.16100499999999998 0.084475000000000008 0.13831000000000002 0.12200500000000002 0.082560000000000008 0.090485000000000024 0.091330000000000008 0.08955500000000001 0.10458000000000002 0.086575000000000027 -0.41956999999999994 0.10228500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 9 -9 -4 11 12 -3 -14
right_child=-2 10 4 -5 -6 -7 -8 8 -10 -11 -12 -13 13 -15
leaf_value=0.02171908049628565 -0.011366124764505771 0.0053641536992343579 0.002117288811531236 0.0027072184001554929 0.01387985353573557 -0.0073383650442813246 0.014310535068556649 0.019282949235553688 0.0042231841409293156 -0.011452858760273557 -0.0095534065711596616 0.0096660460164599126 -0.011624933284063972 0.0039791701265320632
leaf_weight=54 55 66 1676 65 55 69 66 58 461 64 87 63 96 57
leaf_count=54 55 66 1676 65 55 69 66 58 461 64 87 63 96 57
internal_value=0 0.00261589 0.00328599 0.0113495 0.00289344 0.00264028 0.0029372 0.00260411 0.00590963 0.00161712 -0.00204265 0.000268123 -0.00242719 -0.0057999
internal_weight=0 2937 2568 119 2449 2394 2325 2259 519 1740 369 282 219 153
internal_count=2992 2937 2568 119 2449 2394 2325 2259 519 1740 369 282 219 153
is_linear=0
shrinkage=0.16829


Tree=4554
num_leaves=13
num_cat=0
split_feature=133 40 43 4 52 43 4 52 52 10 1 1
split_gain=0.292672 0.272627 0.458804 0.340091 0.509755 0.353757 0.310992 0.245844 0.285428 0.252018 0.24395 0.0719309
threshold=-0.51026999999999989 0.095825000000000007 -0.23538999999999996 -0.22295999999999996 -0.014264999999999998 -0.15961499999999998 -0.10429499999999998 0.11262000000000001 0.12484500000000003 -0.089679999999999982 0.078320000000000015 0.099355000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 11 -5 -7 9 -9 -8 -2 -4
right_child=1 -3 3 5 -6 6 7 8 -10 -11 -12 -13
leaf_value=-0.0087089392950621576 0.006503311464312698 -0.0097313324388986957 -0.0014861826113013927 -0.01222165990143281 0.019664654827348402 -0.0087100839383028508 -0.0083182476106105092 -0.012364391224185978 0.00012423060793577875 0.0031282115176247184 0.020643350464244384 0.0060083578363646552
leaf_weight=71 101 53 68 53 74 79 56 61 343 1903 53 77
leaf_count=71 101 53 68 53 74 79 56 61 343 1903 53 77
internal_value=0 0.00222179 0.00244331 0.00193547 0.00829574 0.00137648 0.00167234 0.00202021 -0.00175698 0.00280009 0.0113814 0.00248129
internal_weight=0 2921 2868 2714 219 2495 2442 2363 404 1959 154 145
internal_count=2992 2921 2868 2714 219 2495 2442 2363 404 1959 154 145
is_linear=0
shrinkage=0.16829


Tree=4555
num_leaves=20
num_cat=0
split_feature=1 12 1 2 4 40 4 12 4 0 1 4 0 2 0 0 15 12 4
split_gain=20.7425 4.39471 2.88987 1.76817 1.25308 1.17754 1.37456 1.17512 1.04471 0.943427 0.722509 0.595836 0.695511 0.839347 0.531074 0.82225 0.47712 0.439169 0.355692
threshold=0.12000500000000001 0.056995000000000011 0.095085000000000017 0.14808000000000002 0.27644500000000005 -0.025204999999999995 0.40441500000000002 0.11697000000000002 -0.021269999999999997 -0.14867499999999997 0.11215000000000001 -0.081139999999999976 -0.22480499999999998 0.095105000000000009 0.10923000000000001 -0.063819999999999988 -0.047859999999999993 0.083865000000000009 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 11 5 7 -2 -7 9 -4 -3 18 -1 -13 -14 15 17 -17 -11 -10
right_child=3 4 8 -5 -6 6 -8 -9 10 14 -12 12 13 -15 -16 16 -18 -19 -20
leaf_value=0.0016167081063817104 0.00035575266528002836 0.001919683127418539 0.0012578866232917888 0.00012431854139047506 0.00095437091340626779 0.0011086922633802973 0.00049887339539188334 0.0010842007466967554 0.0004792561015102123 0.0012859240778404846 0.0010391609083877089 0.0009526587792146983 0.0016821121038971621 0.0011339629427031094 0.0017497106030696758 0.0014318942314113607 0.001019234559025473 0.0015012888530985052 0.0008139009533299304
leaf_weight=83 87 55 70 89 52 89 74 81 69 113 83 52 62 61 77 57 68 1558 71
leaf_count=83 87 55 70 89 52 89 74 81 69 113 83 52 62 61 77 57 68 1558 71
internal_value=0 0.00139199 0.00112993 0.000524221 0.00146203 0.000666445 0.000832058 0.00147515 0.000905337 0.00149156 0.000794513 0.00138486 0.00127469 0.00141055 0.00147897 0.00146734 0.00120769 0.00148675 0.00064922
internal_weight=0 2612 551 339 2061 250 163 2009 293 1928 223 258 175 123 1873 1796 125 1671 140
internal_count=2951 2612 551 339 2061 250 163 2009 293 1928 223 258 175 123 1873 1796 125 1671 140
is_linear=0
shrinkage=0.0032998


Tree=4556
num_leaves=23
num_cat=0
split_feature=15 49 150 49 40 49 13 15 16 16 39 51 474 15 51 49 0 0 47 447 159 15
split_gain=13.26 7.03136 3.70855 2.36858 2.30296 2.51883 2.10893 1.54411 1.24334 1.14434 1.04174 0.907448 0.870641 0.796894 0.682054 0.681384 0.632567 1.46828 0.573052 0.492706 0.480194 0.272802
threshold=-0.2987999999999999 -0.034759999999999992 -1.0000000180025095e-35 0.11530000000000001 -0.08440499999999998 -0.070754999999999985 -0.013819999999999997 -0.45775499999999997 -0.025214999999999998 -0.011694999999999999 0.088485000000000008 -1.0000000180025095e-35 0.092300000000000007 -0.079504999999999978 -0.083919999999999981 0.0084900000000000028 -0.12851999999999997 -0.083039999999999989 0.093765000000000015 0.089095000000000021 -0.023859999999999996 -0.058859999999999989
decision_type=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 6 9 -2 11 -3 10 -5 14 -1 -6 13 -11 -4 -15 -13 -18 20 -7 -16 -10
right_child=1 2 3 8 5 19 -8 -9 21 12 -12 16 -14 15 18 -17 17 -19 -20 -21 -22 -23
leaf_value=0.00098308869685149102 0.00036336563269845427 0.0013013432069287612 0.0019120894794987544 0.00065883277120191161 0.0016228205206522972 0.00088511624218110723 0.0003603526738677533 0.00016631178127425291 0.0014567244670812829 0.0016379915359212779 0.00041496905455069844 0.00087056015520904607 0.0017222771009231487 0.0013424184440748992 0.0017257035047910042 0.00095557693261226701 0.0015994174824590503 0.00086532755461644364 0.0012944874050131248 0.00045304249773927359 0.0015333328278547735 0.0011136043619595446
leaf_weight=82 58 52 57 52 59 59 52 80 52 91 62 60 78 484 168 56 70 52 97 57 1021 52
leaf_count=82 58 52 57 52 59 59 52 80 52 91 62 60 78 484 168 56 70 52 97 57 1021 52
internal_value=0 0.00136989 0.00144091 0.00146962 0.00097414 0.00107327 0.000831187 0.00053445 0.00107684 0.00149946 0.000738726 0.00126573 0.00139174 0.00135082 0.0015563 0.00130237 0.00114978 0.00128682 0.0015405 0.000673108 0.00156054 0.0012855
internal_weight=0 2727 2312 2208 415 357 104 224 156 2052 144 241 709 631 1343 540 182 122 1286 116 1189 104
internal_count=2951 2727 2312 2208 415 357 104 224 156 2052 144 241 709 631 1343 540 182 122 1286 116 1189 104
is_linear=0
shrinkage=0.0032998


Tree=4557
num_leaves=20
num_cat=0
split_feature=4 2 39 14 2 2 3 3 42 0 3 0 14 1447 0 0 2 3 0
split_gain=23.6919 6.42339 4.32058 2.51962 1.96007 1.83738 1.56696 1.21289 1.64311 0.780777 0.845942 0.950806 1.05908 0.55668 0.443619 0.426632 0.422817 0.323532 0.273758
threshold=0.31392000000000003 0.13501500000000002 0.0047850000000000011 -0.45687499999999998 -1.0000000180025095e-35 0.11183000000000003 0.10766000000000002 0.13772500000000001 0.088685000000000014 -0.23028499999999999 -0.00083499999999999991 -0.12851999999999997 0.077140000000000014 -0.086219999999999977 -0.06537999999999998 -0.048199999999999993 0.096325000000000008 -0.044539999999999989 -0.097224999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 -4 9 14 8 17 -1 11 12 -11 -13 -7 -3 -6 -5 -12
right_child=3 15 4 7 16 6 -8 -9 -10 10 18 13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0010831324831585176 0.0010201655862602239 0.00037081653622834574 0.00037827059973748325 0.00087719515973774375 0.0013657358512915978 0.001086552150842058 0.00065446192712865364 -8.4007710951976419e-05 8.0873658665177856e-05 0.00082865346178683885 0.001889462882400558 0.0017495493141616446 0.0014846205633916197 0.0014705413151937863 0.0014613506252740202 0.00078597751663805383 0.0009730001890956762 0.00052561623006696528 0.001596945398617336
leaf_weight=55 66 52 53 52 52 57 53 67 86 53 65 83 55 1734 91 57 73 65 82
leaf_count=55 66 52 53 52 52 57 53 67 86 53 65 83 55 1734 91 57 73 65 82
internal_value=0 0.00137297 0.00140709 0.000441986 0.000911045 0.001445 0.00114265 0.000300522 0.00042761 0.00147356 0.0014839 0.00146536 0.00116304 0.00148331 0.00131724 0.000588242 0.00113666 0.000682175 0.00172653
internal_weight=0 2615 2506 336 178 2328 201 270 203 2127 2072 1925 108 1817 148 109 125 117 147
internal_count=2951 2615 2506 336 178 2328 201 270 203 2127 2072 1925 108 1817 148 109 125 117 147
is_linear=0
shrinkage=0.0032998


Tree=4558
num_leaves=22
num_cat=0
split_feature=4 2 123 150 2 2 42 4 2 160 2 1447 133 2 160 49 2 43 155 4 2
split_gain=26.9312 7.06748 3.95264 1.63165 1.95647 1.37348 1.17329 0.87127 1.0005 0.71439 0.651081 0.579828 0.569709 0.531906 0.494449 0.463587 0.405865 0.404612 0.199331 0.120391 0.00927341
threshold=0.31392000000000003 0.13631000000000001 1.0000000180025095e-35 0.082085000000000019 0.10100500000000003 0.14870000000000003 0.083725000000000008 -0.47860499999999995 0.10836000000000003 0.0034400000000000008 0.10052500000000002 -0.086059999999999984 0.088315000000000018 0.086365000000000011 -1.0000000180025095e-35 0.10852500000000001 -0.14847999999999997 -1.0000000180025095e-35 0.089630000000000015 -0.010574999999999999 0.12336000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 10 -5 18 9 11 16 -9 -11 -4 -12 17 -2 -10 -1 -3 -16
right_child=5 19 13 4 -6 -7 -8 8 15 12 14 -13 -14 -15 20 -17 -18 -19 -20 -21 -22
leaf_value=0.0021435888916914105 0.00079594891520048114 0.000720228269909154 0.00089064723187320222 0.0013017055319902511 0.00092750969969091065 0.00023615154628473824 0.0018689043175649169 0.0020409368175444177 0.0017962426755947897 0.0019949292984688025 0.0011802914442131831 0.0017304956349297178 0.0016264003838554338 0.0013231635123555137 0.00082436239461407821 0.0012689686293452002 0.00039261071424825955 0.001441585055135352 0.0018805701646697724 0.00094865979061197294 0.00074954634543518558
leaf_weight=74 52 53 53 66 55 62 102 70 75 239 52 1455 58 77 58 56 58 69 61 52 54
leaf_count=74 52 53 53 66 55 62 102 70 75 239 52 1455 58 77 58 56 58 69 61 52 54
internal_value=0 0.00167309 0.00170819 0.00173882 0.00146917 0.000680482 0.00164629 0.00176668 0.00174942 0.00177385 0.000780896 0.00174477 0.00192308 0.0011471 0.000913013 0.0015266 0.0005836 0.00162655 0.002025 0.000833692 0.000788605
internal_weight=0 2615 2510 2380 223 336 168 2157 2022 1822 274 1525 297 130 164 200 110 144 135 105 112
internal_count=2951 2615 2510 2380 223 336 168 2157 2022 1822 274 1525 297 130 164 200 110 144 135 105 112
is_linear=0
shrinkage=0.0032998


Tree=4559
num_leaves=21
num_cat=0
split_feature=12 12 1 12 16 4 14 4 1 128 12 133 1204 1204 4 12 1427 16 16 16
split_gain=0.434388 0.5088 0.365098 0.353981 0.320602 0.426761 0.79348 0.453549 0.277773 0.220613 0.20354 0.193913 0.150925 0.164455 0.15895 0.191995 0.18302 0.200041 0.110253 0.0204163
threshold=0.083885000000000015 0.083310000000000009 0.081540000000000015 0.12106500000000002 -0.50318999999999992 0.51292000000000015 -0.13131999999999996 -0.39175499999999991 0.091000000000000011 0.10793500000000002 -1.0000000180025095e-35 -0.084544999999999981 -0.069634999999999989 -0.084259999999999988 0.31392000000000003 0.10859000000000001 0.083935000000000023 -0.011849999999999998 -0.008069999999999999 -0.052039999999999996
decision_type=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 9 10 6 -6 -8 -9 12 -4 -1 13 -2 15 16 17 -14 -13 -5
right_child=3 -3 4 19 5 -7 7 8 -10 -11 -12 18 14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0019137356820467374 0.0076523946483073721 -0.012009528652992594 0.017422799306869286 -0.0045312581524482457 0.017867066686490896 -0.011655076524072784 0.01112292129362627 -0.012614511539496302 -0.00090947891789605498 -0.0028455168836525866 0.0039424030115917195 0.018169035427283306 0.0093619200462492988 -0.0049501360080292361 -0.00052295364482915225 0.015772325977417314 0.017482591262365219 0.0053726184269654075 0.0081697182807482331 6.450532894973348e-05
leaf_weight=54 67 62 54 55 76 74 74 73 271 55 78 75 926 52 55 101 58 583 55 53
leaf_count=54 67 62 54 55 76 74 74 73 271 55 78 75 926 52 55 101 58 583 55 53
internal_value=0 0.00272081 0.00375596 0.00709945 0.00199933 0.000259853 0.00204832 -0.000823521 -0.00339862 0.00763321 0.00947072 0.0104291 0.00794707 0.00213031 0.00834777 0.00864134 0.00818057 0.00782185 0.0139524 -0.00225929
internal_weight=0 946 884 2005 700 568 494 418 344 1897 132 184 1842 119 1723 1668 1567 1509 130 108
internal_count=2951 946 884 2005 700 568 494 418 344 1897 132 184 1842 119 1723 1668 1567 1509 130 108
is_linear=0
shrinkage=0.16829


Tree=4560
num_leaves=25
num_cat=0
split_feature=1 2 12 12 4 0 12 151 51 4 475 1 2 13 4 12 12 1 12 1 4 42 42 474
split_gain=64.5961 13.3268 9.09112 5.305 3.05346 2.2954 2.02696 1.77178 1.46568 1.4122 1.37574 1.29566 1.20039 1.0624 1.14661 0.858156 0.68625 0.674238 0.778357 0.632171 0.626533 0.372158 0.288331 0.298901
threshold=0.10398500000000001 0.14019000000000004 0.085075000000000026 0.056995000000000011 0.25367000000000006 -0.14164999999999997 0.11697000000000002 -0.0071249999999999985 0.086575000000000027 1.0000000180025095e-35 -0.080909999999999996 0.11253000000000001 -1.0000000180025095e-35 -0.092844999999999997 0.27420500000000009 0.091290000000000024 -1.0000000180025095e-35 0.089245000000000005 0.083785000000000012 0.092485000000000026 0.063435000000000005 0.11382000000000002 0.085195000000000007 0.085020000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 7 11 -5 10 19 -3 16 22 -4 -2 -14 -15 17 -9 18 -12 -1 21 -17 23 -7
right_child=1 8 4 5 -6 6 -8 9 -10 -11 15 -13 13 14 -16 20 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0012996079464249826 0.00017538559433228119 -0.0005599126229320063 0.0020178362211404235 0.0023665055231529247 0.00073689643505831523 0.0020207818137240132 0.0012614363779087255 0.0014268275032731953 0.0001219410014525082 0.0012279452150807074 0.0022139045940879937 0.0013759662479935985 0.00019887605952240283 0.0010399748913015386 0.00049112459109323676 0.0017615126777687747 0.0018996361728317831 0.0015300949393300589 0.0018401004231498148 0.00079989731621207035 0.0013688013365755053 0.0015442237039391658 0.001906903069822385 0.0023458372658688637
leaf_weight=52 100 91 56 79 60 76 76 52 55 100 67 90 52 76 92 450 98 70 764 60 63 110 85 56
leaf_count=52 100 91 56 79 60 76 76 52 55 100 67 90 52 76 92 450 98 70 764 60 63 110 85 56
internal_value=0 0.000579044 0.000823883 0.00174454 0.00136466 0.00181448 0.00179046 0.00137809 -0.000302809 0.0015329 0.00181354 0.0016224 0.000475648 0.000611971 0.000739624 0.00177837 0.00173596 0.00184389 0.00187028 0.00103222 0.00168355 0.00171889 0.00206039 0.00215895
internal_weight=0 672 526 2258 206 1896 1817 362 146 250 1741 146 320 220 168 1524 150 901 831 112 623 560 217 132
internal_count=2930 672 526 2258 206 1896 1817 362 146 250 1741 146 320 220 168 1524 150 901 831 112 623 560 217 132
is_linear=0
shrinkage=0.0032998


Tree=4561
num_leaves=28
num_cat=0
split_feature=1 12 1 4 4 4 156 47 16 39 11 1209 50 157 1 16 4 4 43 16 42 13 12 4 42 4 16
split_gain=16.7491 3.65657 2.26453 1.7113 1.3117 1.20139 0.709956 0.704317 1.08274 0.813634 0.523426 0.437165 0.475324 0.543222 0.435592 0.384882 0.381812 0.649511 0.356448 0.525843 0.30613 0.304154 0.25223 0.255782 0.347703 0.230614 0.162905
threshold=0.10075500000000003 0.085845000000000019 0.13130500000000003 -0.16236499999999995 0.057200000000000008 0.0033150000000000007 0.088295000000000012 0.10070000000000003 -0.11082499999999999 0.085190000000000016 0.08235000000000002 -0.085894999999999985 0.111725 -0.082714999999999983 0.085880000000000026 -0.50790499999999994 -0.4950449999999999 -0.16236499999999995 -0.073079999999999992 -0.49804499999999996 0.08400500000000001 -0.069874999999999979 0.078120000000000009 0.059230000000000012 0.086205000000000018 -0.040394999999999993 -0.28430999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 -2 25 10 7 8 18 -10 11 -1 13 20 15 -7 -15 -18 -5 -20 -13 -14 -17 24 -24 -3 -25
right_child=1 2 -4 6 -6 14 -8 -9 9 -11 -12 12 21 16 -16 22 17 -19 19 -21 -22 -23 23 26 -26 -27 -28
leaf_value=0.00096477183177609484 0.001029819050656739 0.001415275211087569 0.00036891296944623877 0.00025409294381475121 0.00076871727209532135 0.0013711142042528829 0.0007552085758443318 0.00068132938617800293 -0.00014731973583324544 0.00036585457987362415 0.00092365958673518416 0.0016856941938379227 0.0012143595565645819 0.0015260858120031563 0.0008418826025516098 0.00086289821773026141 0.00089251245848337695 0.0012713657075086563 0.00035546758212230597 0.00080023702781920254 0.0013646567701381099 0.00088765144658439277 0.0014164736991853406 0.0011463798483946968 0.0010519743732147499 0.0011382640992736732 0.00090969171911074211
leaf_weight=53 53 78 59 62 83 53 54 59 80 58 52 53 77 61 83 57 52 1230 62 55 90 54 55 57 62 60 78
leaf_count=53 53 78 59 62 83 53 54 59 80 58 52 53 77 61 83 57 52 1230 62 55 90 54 55 57 62 60 78
internal_value=0 0.000644002 0.000944151 0.00046993 0.00109756 0.00121261 0.000400838 0.000349851 0.000288045 6.8107e-05 0.00125222 0.00126243 0.00127217 0.00128909 0.00105926 0.001109 0.00126832 0.00125603 0.000457409 0.000564848 0.00148389 0.00107995 0.00106393 0.00110926 0.00122362 0.00129509 0.00100989
internal_weight=0 763 280 483 221 2167 430 376 317 138 1722 1670 1617 1486 445 362 1343 1282 179 117 143 131 309 252 117 138 135
internal_count=2930 763 280 483 221 2167 430 376 317 138 1722 1670 1617 1486 445 362 1343 1282 179 117 143 131 309 252 117 138 135
is_linear=0
shrinkage=0.0032998


Tree=4562
num_leaves=23
num_cat=0
split_feature=4 40 13 51 123 4 10 43 159 11 0 0 10 16 13 4 133 159 49 13 13 16
split_gain=25.3962 6.03167 2.70338 1.25204 1.37666 1.24342 1.14439 0.867813 0.82005 0.792478 1.69617 1.012 0.616027 0.531888 0.501492 0.497302 0.435504 0.343162 0.355243 0.458268 0.281587 0.157968
threshold=0.31392000000000003 -0.025204999999999995 -0.16392499999999996 0.086950000000000013 0.083795000000000022 0.0033150000000000007 -1.0000000180025095e-35 -0.081584999999999977 -0.064994999999999983 1.0000000180025095e-35 -0.11073999999999999 -0.079554999999999987 0.057650000000000007 -0.41776999999999992 0.084770000000000026 -0.47860499999999995 0.11524500000000001 0.085345000000000018 0.0065400000000000015 -0.023739999999999997 -0.023024999999999997 -0.53342999999999996
decision_type=2 2 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 9 -2 -6 -7 10 -4 16 13 21 -11 -13 -12 18 19 -10 -20 -8
right_child=6 2 5 -5 7 8 12 -9 17 14 11 15 -14 -15 -16 -17 -18 -19 20 -21 -22 -23
leaf_value=0.0017120709641935052 0.00024225861087199421 0.0011550659067356217 0.0012882587992086487 0.00068814977693156302 0.00077787592495329899 0.0013004902180633689 0.00086984950197903246 0.0013611970856998018 0.001644792089090566 0.0022222819739285984 0.0018582171687211147 0.0019485005757980144 0.00045048479491795505 0.00063822721213510885 0.0018173179480921152 0.0016334848110353154 0.0016050382985372358 0.0018184334324580905 0.0015785003089144687 0.001299477922056088 0.0019142563588243279 0.0011089256040409101
leaf_weight=53 56 94 84 53 57 95 68 55 96 65 901 62 55 83 72 553 83 96 62 77 52 58
leaf_count=53 56 94 84 53 57 95 68 55 96 65 901 62 55 83 72 553 83 96 62 77 52 58
internal_value=0 0.00165677 0.00170469 0.00113084 0.00127282 0.00172716 0.000671639 0.00106464 0.0015767 0.00176666 0.00174685 0.00177092 0.000762586 0.000844549 0.00200971 0.0016653 0.0018369 0.00164511 0.00158702 0.0014913 0.00173196 0.00098018
internal_weight=0 2610 2392 218 165 2298 320 112 478 1820 1683 1599 264 209 137 615 984 383 287 173 114 126
internal_count=2930 2610 2392 218 165 2298 320 112 478 1820 1683 1599 264 209 137 615 984 383 287 173 114 126
is_linear=0
shrinkage=0.0032998


Tree=4563
num_leaves=31
num_cat=0
split_feature=12 2 2 12 2 2 2 12 0 151 9 2 3 52 0 3 11 3 2 0 12 2 2 1429 12 12 0 12 2 12
split_gain=38.5872 12.5017 9.66976 4.46203 4.59171 3.47054 3.31381 2.12159 1.35741 0.924231 0.827761 0.823141 1.21197 1.18639 0.626452 0.599189 0.561297 0.544573 0.48283 0.383362 0.3254 0.308292 0.396699 0.286351 0.283117 0.221773 0.211684 0.278421 0.13942 0.0658466
threshold=0.056995000000000011 0.13501500000000002 0.14073000000000005 -0.012249999999999999 0.10859000000000001 -1.0000000180025095e-35 0.10100500000000003 0.099035000000000026 -0.14385499999999998 -0.00016499999999999997 -0.079919999999999977 0.092320000000000013 -0.15041499999999997 -0.14556999999999998 -0.079324999999999993 0.28833000000000003 0.088055000000000008 -0.08867499999999999 0.08511500000000001 -0.14164999999999997 0.083785000000000012 0.085585000000000008 0.097300000000000011 0.080400000000000013 0.095775000000000013 0.10859000000000001 -0.068189999999999987 0.094195000000000015 0.09802000000000001 0.092165000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 5 9 10 -7 11 -8 -5 -1 12 -2 29 20 -4 21 -15 -11 -6 -14 -9 -23 -22 28 -24 27 -16 -19 -13
right_child=1 -3 15 4 19 6 8 16 -10 18 -12 13 14 17 26 -17 -18 24 -20 -21 23 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00062503072128312258 0.0023821093193327919 0.0004104259375531991 0.00026052057294994832 0.0012818008035798223 0.00098822376906237356 0.0015548859914565872 0.00034196107500619906 0.0014734238898794416 0.0010151259087109448 0.0014789780555664307 7.4971790610288254e-05 0.00208077716655485 0.0021011837399016876 0.0013365367725804958 0.0015450675621430045 -0.00020975484411280319 0.0012548666818705402 0.0016699209213200288 0.00187238690759303 0.00060541446856821046 0.0018658872796588155 0.0019075734211334982 0.0014653189775231546 0.0020492829203771433 0.0014783644221117239 0.0017213699030443062 0.0018741754268841824 0.0018182249425469387 0.0018897855968470819 0.00191281644757318
leaf_weight=56 53 73 60 72 54 82 60 101 72 53 64 52 89 69 104 58 52 82 101 62 797 69 72 110 56 83 72 71 58 73
leaf_count=56 53 73 60 72 54 82 60 101 72 53 64 52 89 69 104 58 52 82 101 62 797 69 72 110 56 83 72 71 58 73
internal_value=0 0.00175307 0.000900978 0.00105312 0.00131821 0.000781582 0.00103354 0.00180057 0.000709409 0.00159229 0.00033196 0.00185072 0.00189099 0.00171683 0.00187002 2.90697e-05 0.00157615 0.00159116 0.00173722 0.000783923 0.00190724 0.00162745 0.00169674 0.00188817 0.00168061 0.00160266 0.00171981 0.00165609 0.00176126 0.00198297
internal_weight=0 2136 794 676 342 334 214 2063 132 226 120 1686 1296 390 1243 118 377 265 154 116 996 325 224 907 196 155 247 175 140 125
internal_count=2930 2136 794 676 342 334 214 2063 132 226 120 1686 1296 390 1243 118 377 265 154 116 996 325 224 907 196 155 247 175 140 125
is_linear=0
shrinkage=0.0032998


Tree=4564
num_leaves=28
num_cat=0
split_feature=1 3 48 376 3 12 133 133 150 403 160 1 2 133 52 1 52 403 52 1 2 151 3 43 3 43 43
split_gain=1.27766 0.513395 0.405937 0.451982 0.409378 0.54804 0.347525 0.447853 0.35289 0.299833 0.288097 0.329003 0.274205 0.255375 0.250142 0.256032 0.237293 0.230187 0.224666 0.275783 0.235547 0.191759 0.18993 0.167757 0.131402 0.151021 0.0646117
threshold=0.085780000000000009 0.31966500000000003 -1.0000000180025095e-35 0.08400500000000001 -0.078644999999999979 0.085495000000000015 0.11524500000000001 0.10397500000000001 0.083205000000000015 -0.12219499999999998 0.088935000000000014 0.11338500000000001 0.087975000000000012 0.085895000000000013 -0.067494999999999986 0.090435000000000015 -0.54340999999999984 -0.085489999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.090640000000000012 -0.079914999999999986 -0.0045699999999999985 -0.078624999999999987 -0.074959999999999985 -0.076364999999999988 -0.010264999999999998
decision_type=2 2 2 2 2 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 21 4 5 -4 7 8 9 -1 11 22 -8 -10 16 -16 -7 26 20 -20 -19 -2 -6 -13 25 -14 -11
right_child=1 -3 3 -5 10 14 12 -9 13 17 -12 23 24 -15 15 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00012881340484579556 0.0036912955616688302 -0.0066593612961658192 -0.011221684308935118 -0.0031718141494309349 0.013626222149406208 0.0065065632015540303 -0.0036584192825970955 0.029182439664390384 0.0300699485273072 0.024292497356595975 0.0013899206356997966 0.00032361501584810822 0.0070898867205229131 0.014115963079440212 0.010261172230016727 -0.00039252628592740228 0.021261920453186974 0.011657906802607896 0.0092827839834391194 0.021376125606828646 0.019701544422922181 -0.010187684476332299 0.022553523365678767 0.011112813991977421 0.0039681311996896838 0.019261538757025617 0.015994343259659094
leaf_weight=53 60 86 52 97 195 67 53 53 59 59 66 59 56 56 112 148 58 224 593 59 194 53 105 135 65 61 52
leaf_count=53 60 86 52 97 195 67 53 53 59 59 66 59 56 56 112 148 58 224 593 59 194 53 105 135 65 61 52
internal_value=0 0.00589296 0.00678882 0.00778115 0.00884858 0.00498115 0.0129739 0.013979 0.0133804 0.0125461 0.0118634 0.013259 0.00696943 0.0223167 0.00717425 0.00418985 0.0133674 0.0131019 0.0123409 0.0103799 0.0153954 -0.00280242 0.0167568 0.00784082 0.0100742 0.0134511 0.0204213
internal_weight=0 1293 1207 1094 997 437 1637 1402 1349 1234 560 494 235 115 385 260 125 1181 1070 652 418 113 300 194 182 117 111
internal_count=2930 1293 1207 1094 997 437 1637 1402 1349 1234 560 494 235 115 385 260 125 1181 1070 652 418 113 300 194 182 117 111
is_linear=0
shrinkage=0.16829


Tree=4565
num_leaves=12
num_cat=0
split_feature=0 11 0 41 9 34 10 3 16 16 3
split_gain=0.453852 0.368658 0.555073 0.322987 0.385596 0.502559 0.334253 0.322451 0.35045 0.341814 0.260629
threshold=-0.15127999999999997 0.087925000000000017 0.148925 0.078150000000000011 -0.08477999999999998 -0.056999999999999988 -0.015289999999999998 0.11745500000000002 -0.08267999999999999 -0.33811499999999994 -0.10690999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -6 -7 8 9 -1 -8
right_child=1 -3 -4 -5 5 6 10 -9 -10 -11 -12
leaf_value=0.007221881810464229 0.021497573188357003 -0.0024676422250842749 0.024428028240001912 0.018186815811621425 -0.0088365622857509533 -0.0054715971866516168 0.0014419077639000559 -0.0086801668540851615 0.01518926538956732 -0.009949496426232593 0.0085196181327603163
leaf_weight=74 56 91 60 86 53 53 159 74 59 59 2124
leaf_count=74 56 91 60 86 53 53 159 74 59 59 2124
internal_value=0 0.00804528 0.00841521 0.0080349 0.00767708 0.00735237 0.00772044 0.000749762 0.00439357 -0.000381988 0.00802748
internal_weight=0 2682 2591 2531 2445 2389 2336 266 192 133 2283
internal_count=2948 2682 2591 2531 2445 2389 2336 266 192 133 2283
is_linear=0
shrinkage=0.16829


Tree=4566
num_leaves=16
num_cat=0
split_feature=39 16 14 11 52 147 14 16 133 401 15 1 1210 15 394
split_gain=0.346221 0.410497 0.385197 0.495018 0.918348 0.31388 0.27846 0.29821 0.473174 0.472948 0.507619 0.417376 0.289769 0.220381 0.15026
threshold=0.08955500000000001 -0.018754999999999997 -0.13131999999999996 0.085990000000000011 -0.065909999999999982 0.091170000000000015 0.026890000000000004 -0.082359999999999989 -0.059689999999999993 0.080265000000000017 0.086195000000000008 0.077690000000000023 -0.08107499999999998 -0.26361999999999991 -0.014749999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 -1 5 -5 6 7 8 14 12 -11 -10 -9 -2 -4
right_child=1 -3 3 4 -6 -7 -8 9 11 10 -12 -13 -14 -15 -16
leaf_value=0.016769398353160513 -0.0010978673703689156 -0.0089309189782493578 0.017910799162978441 0.010110285768028615 -0.019968092237154979 -0.0040205519423251544 0.016625346865261528 0.021179832477998158 0.0051722661389668944 -0.013751937509974718 0.0083465296655576855 -0.004372304624036526 0.0084755843116694971 0.01273701464851673 0.0078956316848086839
leaf_weight=103 65 91 54 59 56 74 84 53 314 56 62 221 1385 65 206
leaf_count=103 65 91 54 59 56 74 84 53 314 56 62 221 1385 65 206
internal_value=0 -0.000254159 0.00666367 0.0062663 -0.00452095 0.00676145 0.00708986 0.0067484 0.00409219 0.00810436 -0.00212565 0.0012262 0.00894507 0.00580575 0.00998262
internal_weight=0 221 2727 2624 115 2509 2435 2351 795 1556 118 535 1438 130 260
internal_count=2948 221 2727 2624 115 2509 2435 2351 795 1556 118 535 1438 130 260
is_linear=0
shrinkage=0.16829


Tree=4567
num_leaves=13
num_cat=0
split_feature=129 48 49 1 49 0 1444 48 40 0 132 15
split_gain=0.296896 0.283262 0.483925 0.455444 0.57248 0.38481 0.322129 0.280644 0.25345 0.268327 0.262211 0.0931291
threshold=-0.075474999999999987 0.093225000000000016 0.12757000000000004 0.077845000000000011 -0.06017999999999999 -0.22745499999999999 -0.079274999999999984 0.090435000000000015 1.0000000180025095e-35 0.13304000000000002 -0.083284999999999984 -0.085999999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 11 -5 -2 -7 8 9 10 -8 -3
right_child=1 2 -4 4 -6 6 7 -9 -10 -11 -12 -13
leaf_value=0.017260076393814699 -0.0050930621147195166 0.0087229635189960339 0.013154935682173345 0.0021112069406392583 -0.019626280769080698 0.018860213124766417 0.011744553081130144 0.017264894628994287 -0.0053032914485441479 0.016431205687558879 0.004765273594060768 -0.00067190169129625399
leaf_weight=56 94 66 65 63 75 53 165 57 62 63 2075 54
leaf_count=56 94 66 65 63 75 53 165 57 62 63 2075 54
internal_value=0 0.00487484 0.000171947 -0.003092 -0.00968963 0.00546543 0.00586717 0.0055821 0.00529977 0.005586 0.00528017 0.0044803
internal_weight=0 2892 323 258 138 2569 2475 2422 2365 2303 2240 120
internal_count=2948 2892 323 258 138 2569 2475 2422 2365 2303 2240 120
is_linear=0
shrinkage=0.16829


Tree=4568
num_leaves=20
num_cat=0
split_feature=13 0 12 124 42 52 52 0 1374 0 52 12 3 0 3 10 13 13 15
split_gain=0.225616 0.427551 0.372999 0.308982 0.27304 0.252712 0.584856 0.336279 0.364562 0.274166 0.237731 0.273555 0.204875 0.196508 0.195249 0.193714 0.151409 0.366504 0.129168
threshold=-0.091849999999999987 -0.085524999999999976 0.082165000000000016 0.0040150000000000003 0.084645000000000012 0.26760500000000004 0.4107300000000001 -0.23215999999999995 0.086000000000000007 -0.084514999999999993 0.090455000000000021 -0.093719999999999984 -0.081914999999999988 -0.14076499999999997 0.110335 -0.010699999999999999 -0.085349999999999995 -0.048579999999999991 0.11401500000000002
decision_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 5 -4 7 -7 -2 10 -8 11 -9 -6 -1 -3 -13 -12 -18 -11
right_child=3 14 4 -5 12 6 9 8 -10 18 16 15 -14 -15 -16 -17 17 -19 -20
leaf_value=0.0034714469043730786 -0.0053913245555521332 -0.013416891509328352 -0.01107144007968178 -0.0066567818366759851 -0.0043689202953503935 -0.014552423640699625 -0.0056261442699531931 -0.0061617571995663482 0.019427068790238419 0.01390098786437554 0.01831990122294793 0.014340393463598253 0.0084625951187263602 0.016879001482970592 0.00012212742474202419 0.0050222529486402658 0.00075013863877657799 0.013424826757904653 0.0033220663127579717
leaf_weight=55 74 71 52 64 60 59 52 60 57 68 52 66 85 72 52 1615 108 162 64
leaf_count=55 74 71 52 64 60 59 52 60 57 68 52 66 85 72 52 1615 108 162 64
internal_value=0 0.000763847 0.00397435 0.00487359 -0.000601673 0.00517713 2.02894e-05 0.00574747 0.00613712 0.00470283 0.00576906 0.00499006 0.00314061 0.0110867 -0.00767847 0.00538917 0.00997536 0.00836161 0.00878542
internal_weight=0 447 324 2501 197 2437 243 2194 2120 184 2063 1741 145 127 123 1681 322 270 132
internal_count=2948 447 324 2501 197 2437 243 2194 2120 184 2063 1741 145 127 123 1681 322 270 132
is_linear=0
shrinkage=0.16829


Tree=4569
num_leaves=22
num_cat=0
split_feature=1 3 12 1 0 447 0 1 3 12 52 12 50 13 1 1 52 3 3 13 3
split_gain=32.9856 5.9217 3.99187 2.03998 1.57205 1.45438 1.43482 1.39424 0.796037 0.793199 0.717269 0.698128 0.655989 0.648216 0.797336 0.553496 0.546593 0.517869 0.499095 0.494326 0.126967
threshold=0.10910500000000002 -0.049204999999999992 -0.032329999999999991 0.13257000000000002 -0.046614999999999997 0.08840000000000002 -0.076589999999999978 0.098715000000000011 0.085880000000000012 0.082595000000000016 -0.054584999999999995 0.11619500000000001 0.09172000000000001 -0.076179999999999984 0.083065000000000014 0.11690500000000002 -0.08403999999999999 -0.14186499999999996 0.11500500000000001 -0.073514999999999983 -0.087169999999999984
decision_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 16 15 19 6 7 8 9 20 -5 12 13 -8 -15 -3 -1 -11 -12 -2 -4
right_child=1 3 5 10 -6 -7 11 -9 -10 17 18 -13 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0015086929751655853 0.0014100443546598701 0.00107743267415225 0.0020661170964226898 9.2669213337138011e-05 0.00099856496889271732 0.0012779715668599003 0.0013868915985662971 0.0013945444874042697 0.001545493348004613 0.0022195720872722571 0.00029219602794734891 0.0013350281775035943 0.002000025710680935 0.0016087092342259746 0.0019122324549045633 0.000720937273805698 0.0011148109725782488 0.0018858391267170759 0.0007143472612204391 0.0018634234336672325 0.0023019271228061225
leaf_weight=67 53 92 52 56 69 53 70 61 65 54 52 54 85 231 163 100 93 1290 75 54 59
leaf_count=67 53 92 52 56 69 53 70 61 65 54 52 54 85 231 163 100 93 1290 75 54 59
internal_value=0 0.000888715 0.00178423 0.000654182 0.00138823 0.00182028 0.00183342 0.00188586 0.00190555 0.00192161 0.000404536 0.00169589 0.00173132 0.00168202 0.00173437 0.000891941 0.00127997 0.00189927 0.000541775 0.00163918 0.00219178
internal_weight=0 551 2397 375 176 2237 2184 1581 1520 1455 183 603 549 464 394 192 160 1344 127 107 111
internal_count=2948 551 2397 375 176 2237 2184 1581 1520 1455 183 603 549 464 394 192 160 1344 127 107 111
is_linear=0
shrinkage=0.0032998


Tree=4570
num_leaves=27
num_cat=0
split_feature=1 155 2 0 2 160 0 12 2 123 50 484 15 0 475 2 12 52 42 51 13 131 12 42 15 2
split_gain=0.490561 0.424595 0.374844 0.577328 0.512282 0.37251 0.382424 0.453201 0.348648 0.626576 0.429198 0.336141 0.317565 0.630401 0.245143 0.224979 0.325377 0.339747 0.212397 0.32402 0.221709 0.19748 0.191938 0.236129 0.191383 0.167463
threshold=0.091395000000000018 0.10022500000000002 0.093470000000000011 -0.082054999999999975 0.10709500000000001 -0.10466499999999999 -0.15941999999999998 0.082795000000000021 -0.0050599999999999994 0.083945000000000006 0.089390000000000011 0.086085000000000009 -0.036279999999999993 -0.024974999999999997 -0.086299999999999988 0.15510000000000004 -1.0000000180025095e-35 -0.057374999999999995 0.087170000000000011 0.0033150000000000007 -0.082084999999999977 0.092855000000000007 0.11160500000000002 0.088485000000000022 -0.10646499999999999 0.12414000000000001
decision_type=2 2 2 2 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 24 -4 18 -7 12 9 -5 21 14 -8 -14 -9 16 -6 -18 19 -1 -20 -10 23 -16 -2 -19
right_child=1 -3 4 8 15 6 7 11 10 -11 -12 -13 13 -15 22 -17 17 25 20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0020514699817385548 0.0049570793364295696 0.012921690541157242 -0.01459872617775163 -0.017879960742625392 -0.010115070992255828 0.019060922279127993 0.0069106389378198133 -0.0056485162138741243 0.018161185159218371 0.0063414700116624784 -0.0044396312152967096 0.016479050301686483 -0.018122112956744384 0.0051638652830270273 0.0050884187407663805 0.0081358658827728903 0.012057275984089075 0.0026193116313308227 0.024327386992625388 0.018247912691190676 0.0098073122782741991 0.0043894684974397071 -0.0010019612868412563 0.010388373368203653 0.0172283007300594 -0.00952334427265095
leaf_weight=94 58 92 82 67 95 58 69 53 57 55 89 85 70 62 821 78 63 69 65 56 56 62 101 337 97 60
leaf_count=94 58 92 82 67 95 58 69 53 57 55 89 85 70 62 821 78 63 69 65 56 56 62 101 337 97 60
internal_value=0 0.00201307 0.000934324 0.00417584 -0.00257873 0.00657426 0.00562572 0.00513696 0.000191003 -0.00694574 0.00438561 0.00621233 -0.00232816 -0.00717115 0.00554581 0.000116729 -0.00205643 0.00192156 0.0123638 0.00811012 0.0176222 0.0110011 0.00601849 0.00663236 0.0126481 -0.00301451
internal_weight=0 1024 932 485 447 1927 1656 1598 330 122 208 1397 201 132 1312 365 287 192 271 150 121 119 1259 1158 155 129
internal_count=2951 1024 932 485 447 1927 1656 1598 330 122 208 1397 201 132 1312 365 287 192 271 150 121 119 1259 1158 155 129
is_linear=0
shrinkage=0.16829


Tree=4571
num_leaves=25
num_cat=0
split_feature=2 1444 12 3 12 0 16 0 1209 447 0 159 0 3 132 12 159 16 0 3 12 3 0 3
split_gain=0.319681 0.498603 0.296596 1.07127 0.326303 0.290232 0.345696 0.274646 0.259591 0.293569 0.28698 0.319549 0.253422 0.459128 0.245145 0.213656 0.390292 0.20425 0.185378 0.287446 0.246027 0.184985 0.177282 0.163415
threshold=0.10043500000000001 -0.077589999999999978 0.086385000000000003 -0.087864999999999985 0.097145000000000023 -0.040094999999999992 0.044620000000000007 -0.065229999999999996 0.085500000000000007 1.0000000180025095e-35 -0.15651999999999996 0.0043550000000000004 -0.077614999999999976 -0.013174999999999997 -0.086254999999999984 0.056995000000000011 0.10960000000000002 -0.080084999999999976 -0.14720499999999997 0.11995000000000001 -0.083979999999999985 -0.070724999999999996 -0.068669999999999995 -0.06533499999999999
decision_type=2 2 2 2 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 22 6 18 21 9 10 -3 12 14 -14 -12 -13 -17 -10 19 -5 -20 -6 -4 -9
right_child=2 8 4 5 7 -7 -8 23 17 -11 11 15 13 -15 -16 16 -18 -19 20 -21 -22 -23 -24 -25
leaf_value=0.020661031043246257 -0.023212367088523901 0.014932846037021065 0.015605634922759853 -0.0094089729437836622 -0.012080149434663023 0.013099593629906979 -0.012483606439030171 0.0097968324205517134 0.0034764863865820732 -0.0052337847735936978 -0.0046509766425288923 0.0040522609481165187 0.0030199537608109478 -0.013025225904703787 0.0061452458882318159 0.019615065534858912 0.003572178102676204 -0.010587300052371585 0.015635143766757797 0.0066586924028851921 0.00077688112498773695 0.0015756084930080116 0.0040513136687050089 -0.0015322417033334886
leaf_weight=58 57 91 89 72 57 53 55 97 65 72 63 99 319 60 1038 118 68 53 52 56 81 55 66 57
leaf_count=58 57 91 89 72 57 53 55 97 65 72 63 99 319 60 1038 118 68 53 52 56 81 55 66 57
internal_value=0 0.00526468 0.00138949 -0.00173811 0.0045585 0.00157418 -0.000353195 0.000974618 0.00482735 0.00529664 0.00570611 0.00522938 0.00423365 0.000475079 0.00552585 0.0103939 0.0137596 -0.00282507 0.00219614 -0.00236533 0.00659964 -0.00535816 0.0106973 0.00559194
internal_weight=0 2104 847 426 421 369 316 266 2046 1928 1856 1765 1480 379 1101 285 186 118 261 128 133 112 155 154
internal_count=2951 2104 847 426 421 369 316 266 2046 1928 1856 1765 1480 379 1101 285 186 118 261 128 133 112 155 154
is_linear=0
shrinkage=0.16829


Tree=4572
num_leaves=13
num_cat=0
split_feature=33 51 1443 34 401 16 484 42 401 52 42 50
split_gain=0.233071 0.250535 0.248793 0.217043 0.225255 0.246791 0.27454 0.259597 0.238311 0.282042 0.173953 0.0855061
threshold=0.084855000000000014 0.17005500000000004 0.084655000000000022 -0.066379999999999981 1.0000000180025095e-35 0.51381500000000013 0.12428000000000002 0.083595000000000017 0.094540000000000013 0.029970000000000007 0.085025000000000003 -0.041284999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 9 -6 -10 -7
right_child=-2 -3 -4 4 8 11 -8 -9 10 -11 -12 -13
leaf_value=-0.0055892753015680634 0.014316967407398771 0.014303116468573077 0.013014097306559225 -7.9051095217886919e-06 0.0048821580164935255 0.0034372684947544161 0.011345361206533918 0.0036839407725600096 -0.0030274045714315779 0.022062486037333559 0.0080394508805670464 0.011878507992156133
leaf_weight=85 55 57 69 1165 53 52 87 1003 67 56 100 102
leaf_count=85 55 57 69 1165 53 52 87 1003 67 56 100 102
internal_value=0 0.00324782 0.00302522 0.00277575 0.00304124 0.00251838 0.00207221 0.00169926 0.0075984 0.0137252 0.0035887 0.00903989
internal_weight=0 2896 2839 2770 2685 2409 2255 2168 276 109 167 154
internal_count=2951 2896 2839 2770 2685 2409 2255 2168 276 109 167 154
is_linear=0
shrinkage=0.16829


Tree=4573
num_leaves=13
num_cat=0
split_feature=157 157 160 14 42 4 393 403 40 3 0 1
split_gain=0.239382 0.465468 0.296486 0.274938 0.239798 0.227 0.236377 0.319519 0.23744 0.276733 0.599047 0.213209
threshold=-0.08262499999999999 -0.080299999999999996 -0.088099999999999984 0.078785000000000008 0.08400500000000001 0.51395000000000002 1.0000000180025095e-35 -0.081224999999999992 0.090410000000000004 -0.11372999999999998 -0.077574999999999991 0.095520000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -4 6 8 -8 9 10 -3 -11
right_child=1 3 4 -5 -6 -7 7 -9 -10 11 -12 -13
leaf_value=-0.00018918615435815575 -0.013346572523769865 0.018658468558767492 0.019182705182463979 -0.0078300290088836304 0.0061430140219202924 -0.0049756273171328138 0.00088083765970543241 0.018111924496005027 0.01419318720384344 0.0030596387996293987 0.0012188641229160897 -0.00085816049426409369
leaf_weight=84 52 93 74 68 88 97 55 69 52 1553 140 526
leaf_count=84 52 93 74 68 88 97 55 69 52 1553 140 526
internal_value=0 0.0024159 0.00790331 0.00272553 0.0121105 0.0030039 0.00331572 0.0104836 0.00293898 0.00268508 0.00818745 0.00206755
internal_weight=0 2705 246 2653 162 2585 2488 124 2364 2312 233 2079
internal_count=2951 2705 246 2653 162 2585 2488 124 2364 2312 233 2079
is_linear=0
shrinkage=0.16829


Tree=4574
num_leaves=25
num_cat=0
split_feature=1 3 4 3 4 49 40 123 4 4 52 1443 4 4 4 41 475 160 50 15 4 3 51 3
split_gain=15.8486 4.72777 2.12509 1.9384 1.43701 0.94789 0.87255 0.700142 1.02466 0.710624 0.577574 0.539651 0.51774 0.466578 0.724018 0.514458 0.346274 0.42264 0.368822 0.32752 0.313585 0.302905 0.18298 0.0780308
threshold=0.095520000000000008 -0.049204999999999992 0.41165000000000002 0.3148450000000001 -0.16236499999999995 -0.010069999999999997 -0.012844999999999997 0.08901000000000002 0.0067750000000000006 0.26546000000000003 -0.074359999999999996 0.084655000000000022 0.053925000000000008 -0.15615999999999999 -0.47860499999999995 0.075585000000000013 -0.085359999999999978 -0.082214999999999983 0.11875500000000001 -0.065419999999999992 0.42642000000000008 -0.077384999999999995 -0.080414999999999986 -0.080409999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 4 -3 -2 -1 8 -6 -10 22 12 13 14 -8 16 17 -15 -18 23 -11 -12 -7 -14
right_child=1 3 -4 -5 7 10 11 -9 9 20 21 -13 19 15 -16 -17 18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0011281522213336768 0.00096365745019451191 0.0012858631780023281 0.00068156019055035859 0.00028692910660795446 0.00054503730359289015 0.0017390889556354906 0.0015568713726683125 0.00046983803051928088 0.0012589154890883961 0.00064371938995758311 0.0010838130677451854 0.0017805206439534048 0.0015285861825946852 0.0014614700703685093 0.001050920567712812 0.0018180153201528635 0.0014878591103697828 0.0018815429254846214 0.0012243448853217454 0.0011609767565092378 0.00098973537608499089 0.0014123475926651283 0.0014635349376361884 0.0013445854093542661
leaf_weight=82 60 62 66 90 96 57 59 81 61 58 53 63 52 53 66 55 1379 54 62 92 58 77 54 61
leaf_count=82 60 62 66 90 96 57 59 81 61 58 53 63 52 53 66 55 1379 54 62 92 58 77 54 61
internal_value=0 0.000933607 0.00121888 0.000726627 0.000821669 0.00133659 0.00146358 0.00074027 0.000820379 0.000969518 0.00142928 0.00147734 0.00146744 0.0014862 0.00129001 0.00150147 0.0014902 0.0016738 0.00147655 0.0013092 0.000817031 0.00127868 0.00160535 0.00142957
internal_weight=0 873 367 506 416 301 2078 354 273 177 241 1996 1933 1728 125 1603 1548 107 1441 205 116 130 111 113
internal_count=2951 873 367 506 416 301 2078 354 273 177 241 1996 1933 1728 125 1603 1548 107 1441 205 116 130 111 113
is_linear=0
shrinkage=0.0032998


Tree=4575
num_leaves=23
num_cat=0
split_feature=1 10 13 10 1452 13 15 401 4 13 1 159 151 15 1429 4 4 4 15 43 15 13
split_gain=0.684041 0.486806 0.260185 0.255375 0.247957 0.222457 0.421972 0.324672 0.270751 0.266034 0.261464 0.271699 0.237091 0.249594 0.213883 0.229512 0.158328 0.144908 0.109969 0.0900859 0.0717348 0.0543933
threshold=0.13205500000000003 -0.0062549999999999993 -0.052719999999999996 0.031045 0.087120000000000017 -0.080694999999999975 -1.0000000180025095e-35 0.083100000000000021 -0.082619999999999985 -0.094359999999999986 0.10910500000000002 -0.073489999999999986 -0.092954999999999982 0.039965000000000007 0.083985000000000018 -0.012569999999999998 0.31392000000000003 -0.111135 -0.093399999999999997 -0.069944999999999993 -0.013439999999999999 -0.0023899999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 14 8 17 -10 11 19 -13 -14 15 -1 21 -8 -17 -7 -6 -12
right_child=1 2 -4 -5 20 10 7 -9 9 -11 16 12 13 -15 -16 18 -18 -19 -20 -21 -22 -23
leaf_value=0.014287699158833397 -0.017382686924979952 -0.0065512394485174597 0.006582798074553432 0.016065065191327291 0.0080110394910148045 0.008473683077449114 -0.0041411480760657777 0.0070538723011843258 -0.019081084237045551 -0.0048987909578544738 -0.00051723946606619298 0.016143903801846358 0.0024146754333935084 0.0071095135305037785 -0.0025762938809041039 0.0078519026723621599 -0.007637906776784816 0.0081347648412333166 0.0020429292099113988 0.017131490675369378 0.016823672855023879 0.0066757559227685302
leaf_weight=85 64 88 83 54 55 66 57 81 52 136 64 54 648 638 90 165 63 52 212 73 52 55
leaf_count=85 64 88 83 54 55 66 57 81 52 136 64 54 648 638 90 165 63 52 212 73 52 55
internal_value=0 -0.00486225 -0.000165732 0.00459366 0.00436339 0.0040345 0.00194745 -0.00238129 -0.00496056 -0.00883111 0.00520197 0.0059428 0.00520593 0.00474524 0.00491494 0.00637817 -0.000808378 0.00169877 0.00459008 0.0130335 0.0123106 0.00279216
internal_weight=0 235 171 2752 2698 2591 930 378 297 188 1661 1479 1340 1286 552 462 182 109 377 139 107 119
internal_count=2987 235 171 2752 2698 2591 930 378 297 188 1661 1479 1340 1286 552 462 182 109 377 139 107 119
is_linear=0
shrinkage=0.16829


Tree=4576
num_leaves=27
num_cat=0
split_feature=1 3 2 2 2 2 39 13 2 12 0 1 0 2 0 0 1446 12 133 52 0 12 12 52 0 480
split_gain=24.9982 6.14506 2.61928 2.41224 1.80789 1.55571 1.00266 0.950003 0.873275 0.816442 0.722318 0.561617 0.519639 0.80605 0.675836 0.56233 0.426671 0.361723 0.352009 0.312705 0.320309 0.318949 0.259824 0.302163 0.256888 0.249236
threshold=0.10398500000000001 -0.057749999999999989 0.14808000000000002 0.10179000000000001 0.11426500000000002 -1.0000000180025095e-35 0.0039300000000000003 -0.05171499999999999 0.13084500000000002 0.085465000000000013 -0.14076499999999997 0.11392000000000001 -0.14259999999999998 0.085730000000000015 -0.10594499999999998 -0.22745499999999999 0.083705000000000016 -0.077389999999999987 -1.0000000180025095e-35 0.091160000000000005 -0.018054999999999998 0.096780000000000019 0.093455000000000024 0.06136500000000001 -0.045139999999999993 0.086995000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 6 11 24 12 17 9 -5 -9 -2 13 -1 -14 -15 19 -7 -18 20 -16 -21 -11 -24 -3 -20
right_child=1 2 -4 8 -6 7 -8 10 -10 22 -12 -13 14 15 16 -17 18 -19 25 21 -22 -23 23 -25 -26 -27
leaf_value=0.0020810343208719356 0.0016460402001027055 0.00020812663236539862 9.1373790767717712e-05 0.0010828155535401035 0.00079859829107478762 0.00081037950969184728 0.0012169095682537062 0.00085129370078758696 0.00089926999731979366 0.0016183169173009297 0.0013400899140963581 0.0012513176995752034 0.001208057626656524 0.0013480737798608543 0.001606284957405087 0.0018269420136322332 0.001541259960931049 0.00042088406092830928 0.0019917112493331871 0.0014247838976345114 0.0013544934689858133 0.0017120806297066811 0.0012621467611385454 0.0015460240425321525 0.00053610835022810258 0.0016805013264083633
leaf_weight=59 76 52 94 90 69 52 82 92 54 74 52 84 54 52 1059 57 66 53 63 260 60 52 101 72 53 55
leaf_count=59 76 52 94 90 69 52 82 92 54 74 52 84 54 52 1059 57 66 53 63 260 60 52 101 72 53 55
internal_value=0 0.00080636 0.000581444 0.00152753 0.00124622 0.000711477 0.00157574 0.000853638 0.0012908 0.00135343 0.00102805 0.00143903 0.00159174 0.00176838 0.00157394 0.00159881 0.00158615 0.000614113 0.00173749 0.00156667 0.00159282 0.00147278 0.00145189 0.0013805 0.000374015 0.00184695
internal_weight=0 677 448 2310 229 354 1919 249 391 337 144 160 1837 168 1669 109 1615 105 184 1431 1119 312 247 173 105 118
internal_count=2987 677 448 2310 229 354 1919 249 391 337 144 160 1837 168 1669 109 1615 105 184 1431 1119 312 247 173 105 118
is_linear=0
shrinkage=0.0032998


Tree=4577
num_leaves=15
num_cat=0
split_feature=3 123 149 1186 484 484 133 1452 402 133 1443 133 52 4
split_gain=0.716856 0.373982 0.349452 0.262418 0.195916 0.536177 0.312731 0.292676 0.257152 0.36366 0.257483 0.105913 0.104001 0.0694
threshold=0.15217000000000003 0.089155000000000012 0.079475000000000004 0.085230000000000014 -0.084954999999999989 -0.091599999999999987 0.086975000000000011 0.09086000000000001 0.11034500000000001 -0.054584999999999995 1.0000000180025095e-35 0.085515000000000022 -0.067494999999999986 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 12 8 10 -10 -6 -3 -1 -2
right_child=13 11 -4 -5 7 -7 -8 -9 9 -11 -12 -13 -14 -15
leaf_value=0.005489841771928709 -0.0031035753700038526 -0.0096603445839926853 0.01737550993451259 -0.005929816099797802 0.0051703062209995957 0.024951321898392304 -0.0053105370547307648 0.016577205662781199 0.0054557787408812519 -0.013193767793850524 -0.0064781768893137255 0.000717743611288546 0.015012182496216565 -0.010356931137673392
leaf_weight=70 71 58 66 61 2128 52 53 58 64 55 55 53 62 81
leaf_count=70 71 58 66 61 2128 52 53 58 64 55 55 53 62 81
internal_value=0 0.0048778 0.00526829 0.00496698 0.00522362 0.00984325 0.00558695 0.00475894 0.00446039 -0.00314866 0.004876 -0.00468886 0.00997607 -0.00698067
internal_weight=0 2835 2724 2658 2597 237 185 2360 2302 119 2183 111 132 152
internal_count=2987 2835 2724 2658 2597 237 185 2360 2302 119 2183 111 132 152
is_linear=0
shrinkage=0.16829


Tree=4578
num_leaves=16
num_cat=0
split_feature=3 0 0 151 49 4 0 12 4 3 484 12 4 16 4
split_gain=0.501528 0.341775 0.306418 0.317535 0.270625 0.241916 0.294238 0.252254 0.303439 0.232181 0.29381 0.250674 0.204964 0.201803 0.200582
threshold=0.28833000000000003 -0.105195 -0.18713499999999997 0.084350000000000008 -0.14731999999999998 0.049545000000000006 -0.14920999999999998 0.098265000000000005 -0.17568999999999999 -0.14954999999999999 -0.077774999999999983 -0.085124999999999992 -0.08076499999999999 -0.5061699999999999 0.0014100000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 13 4 -4 6 -6 8 -8 -7 -11 -12 -9 -1 -15
right_child=1 -3 3 -5 5 9 7 12 -10 10 11 -13 -14 14 -16
leaf_value=0.0024825267259564374 0.0016344993107242738 -0.015881685588685312 -0.0083262209446673587 0.013149282186294776 0.015582476827978513 0.010924992776277681 0.010057748542850254 0.00083079959747438855 0.0024032531212687604 0.01055549528370312 0.0060770915446244503 -0.004248770117611534 0.011096407006929619 0.0081950724238408646 0.022708534024246024
leaf_weight=52 65 61 56 95 64 53 163 74 1484 57 82 352 220 56 53
leaf_count=52 65 61 56 95 64 53 163 74 1484 57 82 352 220 56 53
internal_value=0 -0.0068313 0.00401255 0.00358628 0.00323684 0.00349158 0.00434563 0.0039742 0.00316189 0.000340513 -0.000798348 -0.00229366 0.00851866 0.0111501 0.0152686
internal_weight=0 126 2861 2700 2605 2549 2005 1941 1647 544 491 434 294 161 109
internal_count=2987 126 2861 2700 2605 2549 2005 1941 1647 544 491 434 294 161 109
is_linear=0
shrinkage=0.16829


Tree=4579
num_leaves=13
num_cat=0
split_feature=3 123 149 471 1419 3 12 157 48 48 12 3
split_gain=0.34872 0.231655 0.240979 0.191021 0.191218 0.15947 0.403294 0.225213 0.300898 0.117855 0.0900932 0.087413
threshold=0.15217000000000003 0.089155000000000012 0.079475000000000004 0.092300000000000007 1.0000000180025095e-35 -0.15624499999999999 0.084595000000000017 -0.086319999999999994 0.10690000000000001 0.08956500000000002 0.087325000000000014 -0.01223
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 10 -9 -2 -7 -3
right_child=9 11 -4 -5 -6 7 -8 8 -10 -11 -12 -13
leaf_value=-0.013737849346740539 -0.0013411726132164421 0.00033487408768606081 0.013740160476939465 -0.0064592922034774538 0.012025318429627606 0.00072549917973594531 0.004479102316087104 0.0037024229211552987 0.012938261605250388 -0.011118612782210466 -0.0079898466917903734 -0.0090914161477110653
leaf_weight=53 97 58 66 54 75 81 98 2135 105 55 57 53
leaf_count=53 97 58 66 54 75 81 98 2135 105 55 57 53
internal_value=0 0.00337866 0.00368609 0.00343577 0.00364166 0.00339232 -0.00190303 0.00372932 0.00413615 -0.00489088 -0.0028613 -0.00414978
internal_weight=0 2835 2724 2658 2604 2529 151 2378 2240 152 138 111
internal_count=2987 2835 2724 2658 2604 2529 151 2378 2240 152 138 111
is_linear=0
shrinkage=0.16829


Tree=4580
num_leaves=10
num_cat=0
split_feature=10 10 457 48 448 16 123 483 52
split_gain=0.375295 0.47855 0.367121 0.31165 0.266357 0.284269 0.235098 0.237135 0.232137
threshold=-0.16262499999999996 -0.015289999999999998 0.095420000000000019 0.12036500000000001 -0.050759999999999993 0.51896500000000012 0.091810000000000017 0.10761000000000003 -0.55511499999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 -6 -7
right_child=1 2 -4 -5 5 8 -8 -9 -10
leaf_value=0.014616837964084941 -0.013635711038024776 0.01133595822627576 0.012319599903315397 -0.0072336293225198009 0.0024712484177927918 0.0013719308498630733 0.012237649444467341 -0.0060648185772003635 -0.013790550350301019
leaf_weight=69 54 90 101 100 2247 57 67 96 57
leaf_count=69 54 90 101 100 2247 57 67 96 57
internal_value=0 0.00205213 0.00235371 0.00198217 0.00233541 0.00201376 0.00240274 0.00212073 -0.00619355
internal_weight=0 2869 2815 2714 2614 2524 2410 2343 114
internal_count=2938 2869 2815 2714 2614 2524 2410 2343 114
is_linear=0
shrinkage=0.16829


Tree=4581
num_leaves=27
num_cat=0
split_feature=3 3 43 3 42 16 14 43 39 3 52 3 3 52 123 16 16 16 1213 403 42 1375 16 16 43 52
split_gain=38.7291 15.3548 10.4586 5.19174 4.95581 3.8228 2.66463 2.6173 2.34186 1.49943 1.4624 1.41568 1.55979 2.26525 1.08449 1.05517 0.783488 0.762729 0.459037 1.07238 0.412382 0.397838 0.363598 0.216355 0.215679 0.0539619
threshold=-0.053364999999999996 0.28833000000000003 -0.033049999999999989 0.10402500000000002 -1.0000000180025095e-35 -0.39761999999999992 0.073890000000000011 0.0044550000000000006 0.098100000000000007 -0.13117499999999996 -0.081429999999999989 -0.073614999999999986 -0.12711499999999995 -0.24841999999999997 0.088305000000000008 0.42146500000000003 0.073820000000000011 -0.075274999999999995 -0.066714999999999983 -0.08563999999999998 0.081180000000000016 -0.066804999999999989 -0.089629999999999974 -0.40885499999999991 0.058975000000000007 0.14295500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 7 -2 9 11 10 14 -1 -4 12 13 -7 20 18 24 -3 19 -14 -6 -20 -12 -5 25 -13
right_child=1 17 3 23 8 6 -8 -9 -10 -11 22 16 15 -15 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00084313557572400142 0.0014172835112780573 1.3982087326589608e-05 0.0022482890533837658 0.00069832052461988518 0.00048943341146460864 0.0018776680303736115 0.0024271137074408471 0.0011213167545101972 -0.00029373216853665918 0.001486688579900313 0.0018495903499708066 0.0013958185373711153 0.0022490266378178293 0.0011147285421539265 0.00013588218368220078 0.0013401366593770914 0.0010922885925286592 -0.00049530580651375577 0.0020381551888216678 0.001782084632597446 0.00088678345125029823 0.0017384975121948823 0.0014893267318084565 0.00096293887506185554 0.0017161051626781415 0.0015519192710941835
leaf_weight=75 56 83 64 53 57 73 56 78 52 84 53 61 73 102 58 62 52 52 52 210 58 1083 77 99 62 53
leaf_count=75 56 83 64 53 57 73 56 78 52 84 53 61 73 102 58 62 52 52 52 210 58 1083 77 99 62 53
internal_value=0 0.000837374 0.00103261 0.00135985 0.000538707 0.00167595 0.00171633 0.00163296 0.000319882 0.00118335 0.00183849 0.00169517 0.00172886 0.00143318 0.000504525 0.0017638 0.00145044 -0.000181927 0.0017823 0.00190266 0.000690142 0.00175226 0.00163647 0.000870902 0.00155605 0.0014687
internal_weight=0 840 705 424 281 2098 1939 272 225 159 194 1883 1655 175 173 1480 228 135 1418 283 115 1135 130 152 176 114
internal_count=2938 840 705 424 281 2098 1939 272 225 159 194 1883 1655 175 173 1480 228 135 1418 283 115 1135 130 152 176 114
is_linear=0
shrinkage=0.0032998


Tree=4582
num_leaves=24
num_cat=0
split_feature=1 2 16 1 39 0 13 13 12 0 13 0 11 48 15 49 1429 13 15 1447 0 2 16
split_gain=9.58978 2.08574 1.21727 1.16694 0.87405 0.723737 0.64314 0.571124 0.639942 0.569352 0.493762 0.429762 0.417787 0.344449 0.340686 0.31867 0.345177 0.478539 0.306503 0.283442 0.239667 0.222792 0.222184
threshold=0.12448500000000001 0.10523 0.24624500000000002 0.084815000000000015 0.0047850000000000011 -0.0058249999999999994 -0.014939999999999998 -0.072459999999999983 -0.087789999999999993 -0.061204999999999989 -0.09219999999999999 -0.17127999999999996 0.080150000000000013 0.085130000000000025 -0.065984999999999988 -0.085999999999999979 0.084815000000000015 -0.071964999999999987 0.11401500000000002 -0.086059999999999984 -0.10594499999999998 0.13447000000000003 -0.08458499999999998
decision_type=2 2 2 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 10 7 -6 8 -2 -3 20 -5 14 -13 -4 -12 18 -18 19 -17 -1 -9 -22
right_child=5 2 12 11 6 -7 -8 21 -10 -11 15 13 -14 -15 -16 16 17 -19 -20 -21 22 -23 -24
leaf_value=0.0013227776584042836 0.00053281426553152531 0.00107720831302163 0.0010859351623418981 0.00073269261453196477 0.0010120312936855095 -1.7661118174062152e-05 0.00054188608396463092 0.00073990326296342304 5.6983737199686651e-05 0.00065578999878643089 0.0012268926185504923 0.00030479308885510316 0.0012675431598946035 0.00063255632276746981 0.00071858522384172412 0.0012577722375218092 0.0010441644965437089 0.0005961386688089703 0.0008295638757677661 0.0010217179761895913 0.0012230581981958922 0.00043617776817781709 0.00092963331033077521
leaf_weight=87 54 90 58 79 58 52 71 54 72 58 77 92 53 57 54 59 53 52 89 1449 64 53 53
leaf_count=87 54 90 58 79 58 52 71 54 72 58 77 92 53 57 54 59 53 52 89 1449 64 53 53
internal_value=0 0.000970858 0.00078776 0.00068379 0.00101774 0.000333681 0.000753542 0.000412243 0.000261191 0.000912296 0.00103491 0.000535306 0.00102447 0.000430415 0.000909135 0.00101714 0.00100763 0.000822621 0.00101977 0.00103098 0.0011897 0.000589789 0.00109044
internal_weight=0 2653 541 376 2112 285 129 233 126 148 1983 228 165 149 112 1779 1702 105 1597 1508 204 107 117
internal_count=2938 2653 541 376 2112 285 129 233 126 148 1983 228 165 149 112 1779 1702 105 1597 1508 204 107 117
is_linear=0
shrinkage=0.0032998


Tree=4583
num_leaves=24
num_cat=0
split_feature=1 2 39 12 2 15 14 12 156 52 52 13 2 51 43 16 15 1 13 2 1 43 16
split_gain=30.4635 8.94587 3.67861 2.73574 2.51243 2.86047 2.24167 1.01303 0.816716 0.719686 0.691253 0.688122 0.543559 0.431605 0.418049 0.406146 0.484082 0.402008 0.382862 0.23273 0.334525 0.228268 0.183192
threshold=0.12448500000000001 0.10523 0.0047850000000000011 0.085465000000000013 0.13881000000000002 -0.19153499999999998 0.073890000000000011 0.090285000000000018 0.090560000000000015 -0.085009999999999988 -0.5320649999999999 -0.11210999999999999 0.11366500000000002 -0.094454999999999983 -0.14074499999999998 -0.11227499999999999 -0.037394999999999991 0.11198000000000001 -0.09657499999999998 0.09167500000000002 0.086005000000000012 -0.077449999999999977 -0.0046349999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 15 5 -2 7 8 14 -4 -5 -6 -12 -9 -1 17 -17 -3 -16 20 -15 -21 -14
right_child=4 3 9 10 11 -7 -8 13 -10 -11 12 -13 22 19 18 16 -18 -19 -20 21 -22 -23 -24
leaf_value=0.0013145195992937202 0.00017871139621102936 0.001120309901871475 0.0012677424167758002 0.0015274713524480589 0.00017114414597034199 0.0010755192641152167 0.0020814215733001582 0.0011662430640581015 0.0012838805673762973 0.00076309714992949418 0.0013688242483555267 -0.0003183584847025372 0.0011359628764419395 0.0016302312449836395 0.0019011370922819508 0.00081273336666660121 0.0004114541799477228 0.00071610857497595901 0.0016065080217901599 0.001212500226328567 0.0014300710436410012 0.0014335215831976066 0.00088952392704435234
leaf_weight=52 94 57 52 73 62 66 81 66 94 77 82 63 77 141 52 85 54 52 965 75 278 179 61
leaf_count=52 94 57 52 73 62 66 81 66 94 77 82 63 77 141 52 85 54 52 965 75 278 179 61
internal_value=0 0.00141045 0.00150747 0.00103165 0.000274992 0.000548865 0.00154262 0.00151966 0.00158064 0.000966793 0.00124773 -7.52834e-05 0.00115475 0.00142364 0.0016067 0.000776217 0.000657094 0.000927803 0.00162161 0.00144883 0.00149751 0.0013684 0.00102729
internal_weight=0 2653 2112 541 285 160 1983 1902 1163 129 293 125 220 739 1069 248 139 109 1017 673 419 254 138
internal_count=2938 2653 2112 541 285 160 1983 1902 1163 129 293 125 220 739 1069 248 139 109 1017 673 419 254 138
is_linear=0
shrinkage=0.0032998


Tree=4584
num_leaves=35
num_cat=0
split_feature=1 1 12 2 15 2 1 2 41 16 16 2 2 12 15 12 15 49 2 12 1 2 2 12 2 1 160 50 1446 133 16 15 1 12
split_gain=29.3272 7.0034 6.20371 2.90036 2.17366 0.983159 1.0142 0.923606 1.21909 0.880929 0.84966 0.842497 0.819991 0.802278 1.46214 0.780931 0.5731 0.557721 0.555701 0.555442 0.485973 0.473614 0.437571 0.352275 0.338535 0.334408 0.274164 0.252473 0.224701 0.214936 0.211712 0.283213 0.196332 0.14925
threshold=0.10123500000000001 0.13130500000000003 0.085075000000000026 0.094905000000000017 -0.2987999999999999 0.13226500000000005 0.081315000000000012 0.072175000000000017 0.075585000000000013 -0.24404999999999996 0.0054050000000000009 0.113445 0.10457000000000001 0.083785000000000012 0.062230000000000008 0.10125500000000003 -0.45371999999999996 0.10322500000000003 0.091235000000000024 0.082595000000000016 0.11374000000000002 0.084245000000000014 0.14253500000000002 0.089275000000000007 0.092935000000000004 0.085345000000000018 -0.11201999999999999 0.08956500000000002 0.084075000000000025 0.26391000000000003 -0.074504999999999988 -0.072289999999999979 0.087915000000000007 0.093910000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 7 16 6 17 19 13 20 11 -11 15 14 25 -4 -3 26 21 -1 -2 -15 -6 32 -20 -9 -5 33 -23 -29 -28 -32 -21 -25
right_child=1 4 12 5 22 -7 -8 8 -10 10 -12 -13 -14 18 -16 -17 -18 -19 24 23 -22 28 -24 27 -26 -27 30 29 -30 -31 31 -33 -34 -35
leaf_value=0.0013508610195945513 0.0013461793635624038 0.00041785870519975478 0.0019455845138493882 0.0019211700808747687 0.0010701112596236914 0.0010999828952793366 0.0012788177331919544 0.001942443643403507 0.0023333183121664507 0.00037166975437722788 0.0010835203314450829 0.0008994769108908678 0.0013372274780959754 0.0015835985904404334 0.002419980165270627 0.0014462121544444424 -2.455898085193913e-05 0.0014131902242374742 0.0014667755504385138 0.0017259252208478724 0.00089989679065495445 0.0018309554636854368 0.0006433471269778042 0.0016391837629688329 0.0017688916935423246 0.0016147366187082867 0.0018073194063001332 0.0016000103070500915 0.0020327667854763034 0.0018830355316358373 0.0017940612800405014 0.001515678456303107 0.0019862547776783746 0.0013857309824191596
leaf_weight=53 52 69 88 57 52 53 103 104 55 77 56 58 84 82 66 57 59 90 88 69 56 582 54 56 79 53 83 62 71 61 60 132 65 52
leaf_count=53 52 69 88 57 52 53 103 104 55 77 56 58 84 82 66 57 59 90 88 69 56 582 54 56 79 53 83 62 71 61 60 132 65 52
internal_value=0 0.000978898 0.00118955 0.00173124 0.00050344 0.00153052 0.00157392 0.00180382 0.00185131 0.00087626 0.000741025 0.000598692 0.00159844 0.00182771 0.00200621 0.00174952 0.000213657 0.00164587 0.00178354 0.00166967 0.0011151 0.00182295 0.000853035 0.00171586 0.0016099 0.00183204 0.00170883 0.00163647 0.00185295 0.00174066 0.0016647 0.00160286 0.00185247 0.00151748
internal_weight=0 762 528 2176 234 578 525 1598 1180 299 191 135 229 1125 223 145 128 422 902 418 108 735 106 365 167 157 332 231 653 123 275 192 134 108
internal_count=2938 762 528 2176 234 578 525 1598 1180 299 191 135 229 1125 223 145 128 422 902 418 108 735 106 365 167 157 332 231 653 123 275 192 134 108
is_linear=0
shrinkage=0.0032998


Tree=4585
num_leaves=14
num_cat=0
split_feature=3 13 15 15 150 0 15 1209 2 52 1210 1212 0
split_gain=0.711632 0.364724 0.336806 0.317349 0.298438 0.34768 1.07894 0.334712 0.276606 0.268247 0.230131 0.549526 0.266285
threshold=0.28833000000000003 -0.16140499999999997 -0.42075999999999997 -0.46772999999999992 -0.07009 -0.14164999999999997 -1.0000000180025095e-35 -0.079544999999999991 0.14253500000000002 -0.069059999999999996 -0.076894999999999977 0.087235000000000021 -0.074904999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 9 -7 -2 -6 11 -9 -12
right_child=8 2 4 -5 5 7 -8 10 -10 -11 12 -13 -14
leaf_value=0.018589383778151294 0.00012045988661699324 0.0047096456902127699 -0.0026819777910168196 -0.01258543402421522 0.01416315352370193 -0.0063598830670328812 0.02851404461951583 0.025476658518619019 -0.016158712140157891 -0.00068244204413355836 0.0046786614473593906 0.0017478078591924699 0.0086638331665304033
leaf_weight=67 68 71 98 52 53 59 82 57 52 98 1363 54 732
leaf_count=67 68 71 98 52 53 59 82 57 52 98 1363 54 732
internal_value=0 0.00631018 0.00600694 -0.00258749 0.00641485 0.00677245 0.0129696 0.00613415 -0.00691888 0.00451637 0.00646912 0.0139491 0.00607195
internal_weight=0 2786 2719 123 2596 2498 233 2265 120 151 2206 111 2095
internal_count=2906 2786 2719 123 2596 2498 233 2265 120 151 2206 111 2095
is_linear=0
shrinkage=0.16829


Tree=4586
num_leaves=19
num_cat=0
split_feature=2 43 43 156 51 39 34 51 1209 131 39 50 1209 13 3 13 4 3
split_gain=0.54091 0.45688 0.301401 0.41573 0.455281 0.410336 0.414531 0.312272 0.359289 0.277875 0.239161 0.238545 0.173502 0.168758 0.151379 0.174101 0.162733 0.141033
threshold=0.14132000000000003 -0.50775499999999985 -0.08564999999999999 0.086860000000000007 -0.025069999999999999 0.099965000000000012 -0.049569999999999996 0.10876000000000001 0.082105000000000011 0.096490000000000006 0.093785000000000021 0.11395500000000001 0.098305000000000017 -0.089024999999999979 -0.095009999999999983 0.17888000000000001 0.0049450000000000006 -0.082204999999999986
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 -4 8 9 -8 13 -9 -10 -2 15 -6 17 -16
right_child=10 2 5 -5 14 -7 7 11 12 -11 -12 -13 -14 -15 16 -17 -18 -19
leaf_value=0.020992497488801418 -0.016029879992689986 0.016736249705742369 0.017677028088272852 -0.011279109650012531 -0.0071143868193603655 -0.0064617283719453225 0.0040571830008671672 0.021129372845565986 0.020262807726593529 0.012395822361201094 0.0046054871948870086 0.0070918633533982563 0.0079763999372039329 -0.0028354245924072318 0.0032339907050208069 0.00478277159704576 -0.004206598816420791 0.013577353623009396
leaf_weight=52 52 61 88 64 101 73 1613 64 62 122 54 75 70 59 135 53 56 52
leaf_count=52 52 61 88 64 101 73 1613 64 62 122 54 75 70 59 135 53 56 52
internal_value=0 0.00535732 0.0050543 0.00141959 0.003198 0.00592902 0.00636184 0.00586457 0.00529007 0.00464457 -0.00455847 0.0135681 0.0137609 -0.0090328 0.00111329 -0.00300824 0.00373268 0.00611983
internal_weight=0 2741 2689 522 458 2167 2094 2006 1867 1735 165 139 132 111 397 154 243 187
internal_count=2906 2741 2689 522 458 2167 2094 2006 1867 1735 165 139 132 111 397 154 243 187
is_linear=0
shrinkage=0.16829


Tree=4587
num_leaves=30
num_cat=0
split_feature=3 3 43 42 16 3 16 43 13 42 16 12 50 484 16 10 16 3 13 43 51 3 3 43 43 12 484 42 42
split_gain=42.8179 15.2088 10.5495 8.46576 5.55184 3.3486 3.20242 2.48552 2.47822 2.30547 2.14179 1.86012 2.14348 1.67702 1.3915 1.01152 0.939945 0.806211 0.707651 0.602357 0.571789 0.64005 0.570734 0.464011 0.495941 0.400084 0.556296 0.338868 0.0851379
threshold=-0.053364999999999996 0.28833000000000003 -0.043004999999999995 -1.0000000180025095e-35 -0.26194999999999996 0.10402500000000002 0.0054050000000000009 0.0052850000000000006 -0.016319999999999998 0.088060000000000013 -0.13800499999999996 0.10134500000000002 1.0000000180025095e-35 0.073590000000000003 -0.18817999999999999 -1.0000000180025095e-35 -0.14792499999999997 -0.095789999999999986 -0.48634999999999995 -0.095674999999999982 -0.09193999999999998 0.088880000000000015 -0.07249499999999999 -0.43328499999999998 -0.09884999999999998 0.083785000000000012 0.085740000000000011 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 2 2 2 2 2
left_child=4 2 3 -2 8 7 16 20 9 -1 -5 12 13 19 -7 -12 -6 23 -3 -8 -4 -22 25 -18 -25 -19 -27 -21 -24
right_child=1 18 5 10 6 14 11 -9 -10 -11 15 -13 -14 -15 -16 -17 17 22 -20 27 21 -23 28 24 -26 26 -28 -29 -30
leaf_value=0.0025250032662040506 0.0022726357866329054 0.00063589952502320025 0.0026481163988943562 0.00038150397010927459 0.0028888691834647031 0.0011870685118879566 0.0026003198586911735 0.0016706609059360378 0.0012711405428378487 0.0015740178037776304 0.00071821142998687972 0.0017606037399978249 0.002858015433272344 0.0016978882230177553 0.0018375933077824172 0.0013141543427729091 0.0024918570021544221 0.0027598252644863309 0.00012479732878211357 0.002133853941937291 0.0024503167577776281 0.0019861338294305197 0.002345429077726877 0.0018725529927900737 0.0023108336600340001 0.0025133237261327672 0.0022251648919398266 0.0024122866493654139 0.0021582899125961006
leaf_weight=59 54 53 58 80 56 65 52 78 67 53 53 101 57 68 81 76 54 66 67 191 77 58 77 52 65 887 82 67 52
leaf_count=59 54 53 58 80 56 65 52 78 67 53 53 101 57 68 81 76 54 66 67 191 77 58 77 52 65 887 82 67 52
internal_value=0 0.00143427 0.00162541 0.00110756 0.00233116 0.00195193 0.00238285 0.00216929 0.0017745 0.0020753 0.000806372 0.00216561 0.00225956 0.00216923 0.00154822 0.00106958 0.00246654 0.0024488 0.000350828 0.0022725 0.00237063 0.00225115 0.00248015 0.00223513 0.00211634 0.00250628 0.00248898 0.0022063 0.00227027
internal_weight=0 800 680 263 2106 417 1927 271 179 112 209 536 435 378 146 129 1391 1335 120 310 193 135 1164 171 117 1035 969 258 129
internal_count=2906 800 680 263 2106 417 1927 271 179 112 209 536 435 378 146 129 1391 1335 120 310 193 135 1164 171 117 1035 969 258 129
is_linear=0
shrinkage=0.0032998


Tree=4588
num_leaves=29
num_cat=0
split_feature=4 3 3 43 42 3 40 13 3 4 3 4 41 16 484 1429 1446 4 16 43 42 4 13 15 3 484 402 13
split_gain=35.9076 9.84338 4.65428 3.7905 2.57085 2.56257 2.56982 1.36591 1.0648 3.11157 1.35064 0.848559 0.820006 1.07203 1.2515 0.502479 0.379724 0.327405 0.349071 0.438215 0.303423 0.257746 0.775803 0.235299 0.365808 0.214935 0.133147 0.0935662
threshold=0.27420500000000009 -0.066229999999999997 0.28833000000000003 -0.043814999999999993 -1.0000000180025095e-35 0.13772500000000001 -1.0000000180025095e-35 -0.0090849999999999976 0.093925000000000022 -0.029404999999999997 0.0066850000000000008 0.48395000000000005 0.075585000000000013 0.0054050000000000009 0.084950000000000012 1.0000000180025095e-35 0.091520000000000018 -0.076689999999999994 -0.083614999999999981 0.041625000000000002 0.087065000000000017 -0.42305999999999994 0.0057500000000000008 -0.086319999999999994 -0.049739999999999993 -0.084749999999999978 0.086255000000000012 -0.052124999999999998
decision_type=2 2 2 2 2 2 2 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 -3 6 -2 27 10 -10 23 -8 13 16 15 21 17 18 19 -1 -20 -15 -23 -5 -25 -19 -27 -6
right_child=5 2 -4 8 7 -7 11 -9 9 -11 -12 -13 -14 14 -16 -17 -18 25 20 -21 -22 22 -24 24 -26 26 -28 -29
leaf_value=0.0023442801315163345 0.00057332432700261363 0.0020026197904745701 0.00071702154157743901 0.0020468222710275999 0.0014781447353716547 0.00033422101540582532 0.0014831265755773412 0.00073990182317067578 0.0021095763182643426 0.0011163935747804917 0.0023994041675849775 0.0010022840853866563 0.0024173402276721182 0.0021675461248082699 0.0015053340652263086 0.0023064840874996244 0.0024056428808266698 0.0022340346179771558 0.0021878138988074532 0.0020102842011652049 0.0019773866445950161 0.0020113392448281565 0.0015681346215627742 0.0019753537145104001 0.0015797138144978081 0.0020336461638385561 0.0021858793562645443 0.0012746922729009265
leaf_weight=210 95 53 55 59 56 82 86 55 81 60 81 76 89 62 60 58 57 87 213 56 123 229 54 53 52 533 79 52
leaf_count=210 95 53 55 59 56 82 86 55 81 60 81 76 89 62 60 58 57 87 213 56 123 229 54 53 52 533 79 52
internal_value=0 0.00198562 0.00163698 0.00172097 0.00137037 0.000842773 0.0010049 0.00116457 0.00191707 0.0016872 0.00204922 0.00125776 0.00210553 0.00209027 0.00195227 0.00201872 0.00213729 0.00212551 0.00218306 0.0022741 0.00211089 0.00197024 0.00192689 0.00187605 0.00177975 0.00207589 0.00205335 0.00138051
internal_weight=0 2567 657 602 216 339 257 163 386 141 245 162 1910 1821 463 403 1358 1301 602 266 336 345 283 164 105 699 612 108
internal_count=2906 2567 657 602 216 339 257 163 386 141 245 162 1910 1821 463 403 1358 1301 602 266 336 345 283 164 105 699 612 108
is_linear=0
shrinkage=0.0032998


Tree=4589
num_leaves=22
num_cat=0
split_feature=1 484 12 11 1210 42 1210 42 2 51 4 4 51 43 472 11 42 52 12 16 12
split_gain=0.683854 0.60125 0.322261 0.738854 0.501251 0.37285 0.348503 0.333355 0.32609 0.399963 0.324075 0.308257 0.280533 0.266839 0.313861 0.525752 0.313526 0.281963 0.223836 0.224253 0.216246
threshold=0.12072500000000001 0.110365 0.087855000000000003 0.077165000000000025 -0.065674999999999983 0.088305000000000008 -0.064239999999999992 0.094010000000000024 0.085155000000000022 0.0033150000000000007 -1.0000000180025095e-35 0.51395000000000002 -0.06533499999999999 -0.14074499999999998 -0.078554999999999986 0.087925000000000017 -0.092104999999999979 0.5128250000000002 0.094600000000000004 -0.23389999999999997 0.088325000000000015
decision_type=2 2 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 -4 -7 10 -10 -6 12 -2 16 -15 17 -8 -16 19 -14 -3
right_child=11 20 6 -5 5 7 13 -9 9 -11 -12 -13 18 14 15 -17 -18 -19 -20 -21 -22
leaf_value=0.023721261406279941 0.011764916388086275 -0.011877634490485553 -0.0031724111214868653 0.02972186309509834 0.011633483028440986 -0.0053210596456174635 0.0091196223802608618 0.010245543707038698 0.0058167751026576087 0.017555177289915163 0.024925916996135732 -0.0092720546581816256 0.010809514076850605 -0.0042670080781767161 0.0073039102499577102 0.024854456415238528 -0.0076453990125071392 0.019972911075557157 -0.010097583555861154 -0.0035881265036167972 0.00330761901802767
leaf_weight=67 70 54 95 54 266 93 59 67 518 98 65 80 57 53 863 56 68 53 52 66 52
leaf_count=67 70 54 95 54 266 93 59 67 518 98 65 80 57 53 863 56 68 53 52 66 52
internal_value=0 0.00798907 0.00852089 0.0104585 0.00957095 0.00871289 0.00661133 0.00118623 0.00998266 0.00768716 0.0142492 -0.000196827 0.00275918 0.00741971 0.0083213 0.00900955 0.000128929 0.0080389 -0.000832848 0.00306934 -0.00441132
internal_weight=0 2581 2475 1228 1174 1107 1247 160 947 616 331 325 245 1152 1025 972 127 916 175 123 106
internal_count=2906 2581 2475 1228 1174 1107 1247 160 947 616 331 325 245 1152 1025 972 127 916 175 123 106
is_linear=0
shrinkage=0.16829


Tree=4590
num_leaves=19
num_cat=0
split_feature=0 48 157 1375 475 15 15 52 2 49 15 0 15 124 1213 1210 52 15
split_gain=0.601348 0.694366 0.779314 0.319039 0.259161 0.290803 0.925307 0.277174 0.264101 0.246527 0.23668 0.254538 0.667364 0.287291 0.212178 0.292454 0.266453 0.153801
threshold=-0.071299999999999988 0.092335000000000014 -0.080799999999999983 -0.16449999999999998 -0.081364999999999979 -0.43091499999999999 -0.094389999999999988 0.10744000000000002 0.072175000000000017 0.15665000000000004 0.120215 -0.15445999999999996 -0.030729999999999997 -0.078224999999999989 0.062550000000000008 -0.062539999999999984 0.088485000000000008 -0.19631499999999999
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 -4 -6 -7 8 -8 10 11 12 17 -13 15 -15 -16 -5
right_child=1 -3 4 9 5 6 7 -9 -10 -11 -12 13 -14 14 16 -17 -18 -19
leaf_value=-0.0055933988356631683 -0.015772953531973399 -0.011719258922839013 0.016515463158002331 0.013515225061555194 0.015349650797086585 -0.018258830345255894 0.00090415475883912208 -0.0036032173302722359 0.010557851574383327 -0.0040534256976673486 -0.001979399208469824 -0.0014769621755527484 0.029598935315580364 -0.0011937326072235487 0.0092748634588683092 0.007766341889688208 0.023346992887335896 0.0020083709795774012
leaf_weight=56 55 99 52 62 58 53 122 81 237 53 71 100 54 111 146 1401 52 71
leaf_count=56 55 99 52 62 58 53 122 81 237 53 71 100 54 111 146 1401 52 71
internal_value=0 0.00141679 0.00339591 0.00692646 0.0051473 0.00407118 0.00274065 0.00527422 0.00728221 0.00725786 0.00754862 0.00788828 0.01381 0.00727548 0.00778837 0.00710737 0.0129796 0.00738598
internal_weight=0 757 658 2177 603 551 493 440 359 2121 2068 1997 187 1810 1710 1512 198 133
internal_count=2934 757 658 2177 603 551 493 440 359 2121 2068 1997 187 1810 1710 1512 198 133
is_linear=0
shrinkage=0.16829


Tree=4591
num_leaves=23
num_cat=0
split_feature=12 2 3 43 2 14 41 43 12 12 52 3 1453 484 43 13 3 2 12 43 3 43
split_gain=19.0816 6.20356 4.93037 4.75071 2.64887 1.45867 2.75825 1.18055 0.910995 0.634264 0.578986 0.484619 0.469286 0.484179 0.461911 0.435174 0.428786 0.367095 0.333866 0.326846 0.0977059 0.0746059
threshold=0.056995000000000011 0.13501500000000002 0.143375 -0.049364999999999992 0.10523 0.05884000000000001 0.077915000000000012 -0.13800999999999999 0.091290000000000024 -0.089399999999999993 -0.081164999999999987 -0.014924999999999999 -0.064559999999999992 0.087420000000000012 -0.17773999999999998 -0.41895499999999991 -0.10859999999999999 0.087665000000000007 0.096385000000000012 -1.0000000180025095e-35 0.10661500000000002 -0.083209999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 7 10 6 8 -1 12 -9 -5 -11 -2 19 -10 -4 -16 -12 -18 -14 -6 -15
right_child=1 -3 15 4 20 -7 -8 9 14 11 17 -13 13 21 16 -17 18 -19 -20 -21 -22 -23
leaf_value=0.0012073900726942701 0.0014296705201295745 0.00066095308039581223 0.00064660539707319265 0.0018381228447941758 0.0011285636140654753 0.0021608982078694214 0.00093459216592877391 0.00092719043528421443 0.0018042794629794256 0.00073460392154187678 0.0016569482666586189 0.00031953675461455626 0.0017532349882796101 0.00204832827785763 0.0013408906797597743 0.00028482448732704578 0.0016618413199448565 0.0013157347914737893 0.0015138036286394627 0.0015978281935608704 0.00094569643591820767 0.0018660113336179832
leaf_weight=68 55 70 80 85 68 62 58 85 96 72 72 54 724 53 89 67 339 69 345 193 68 62
leaf_count=68 55 70 80 85 68 62 58 85 96 72 72 54 724 53 89 67 339 69 345 193 68 62
internal_value=0 0.00162797 0.00102741 0.00115245 0.00140198 0.00166056 0.00164514 0.000828552 0.00166619 0.000706294 0.00162123 0.000556998 0.00173022 0.0017462 0.00158606 0.000481952 0.00155891 0.00149022 0.00158722 0.00172057 0.00103739 0.00195034
internal_weight=0 2146 788 641 362 2076 2014 279 1956 211 226 126 1087 1032 869 147 773 141 684 917 136 115
internal_count=2934 2146 788 641 362 2076 2014 279 1956 211 226 126 1087 1032 869 147 773 141 684 917 136 115
is_linear=0
shrinkage=0.0032998


Tree=4592
num_leaves=27
num_cat=0
split_feature=44 1 3 13 43 4 3 123 3 1 39 159 4 3 52 43 4 159 3 1456 4 52 3 52 3 3
split_gain=0.544485 0.598155 0.554595 0.938471 0.668879 0.667561 0.390705 0.375079 0.356352 0.405003 0.236769 0.22221 0.208399 0.263092 0.378134 0.2033 0.234443 0.457168 0.342679 0.290765 0.229635 0.285243 0.371494 0.238401 0.178452 0.135876
threshold=0.081835000000000019 0.095435000000000006 -0.049204999999999992 -0.0094049999999999984 -0.051239999999999987 0.053330000000000009 -0.072649999999999978 0.084000000000000005 -0.12077499999999998 0.077375000000000013 0.08955500000000001 0.014225000000000003 -0.072659999999999988 -0.15041499999999997 -0.057374999999999995 0.31405000000000005 -0.010574999999999999 0.043570000000000005 -0.044539999999999989 -0.065829999999999986 -0.0034749999999999994 -0.037619999999999994 -0.013714999999999998 -0.013914999999999999 -0.073444999999999983 -0.085784999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 6 7 -5 -6 12 11 9 -1 -9 -4 -3 -14 -15 16 17 18 19 -10 23 24 -23 -18 -22 -19
right_child=-2 2 3 4 5 -7 -8 10 15 -11 -12 -13 13 14 -16 -17 20 25 -20 -21 21 22 -24 -25 -26 -27
leaf_value=0.0084702863256171483 0.022622371404224854 0.011503571090087414 0.0045979414575580491 -0.023507905689431601 -0.017368192787803313 0.0066491918548204978 0.019007398042748841 0.018840767895044578 -0.0039647563556052716 -0.0088406664360712525 0.0039664000108127935 -0.0087763291093025664 -0.0084455580646087304 -0.0056280450397485993 0.011511261146349348 -0.00056765365459800102 0.021841695871512905 0.0096245599222031363 -0.0067931730437106718 0.0069743403070804738 0.0072593946493428674 0.0083833857426204774 0.022386972980089306 0.0087941499627970654 -0.0054196184091237871 0.02099925451515457
leaf_weight=71 53 78 78 74 57 77 60 60 74 83 62 64 57 59 95 83 90 52 61 946 75 259 68 72 54 72
leaf_count=71 53 78 78 74 57 77 60 60 74 83 62 64 57 59 95 83 90 52 61 946 75 259 68 72 54 72
internal_value=0 0.00539735 0.00155344 -0.00220482 -0.0106615 -0.00355375 0.00664138 0.00445119 0.00692845 -0.000847977 0.0112964 -0.00141725 0.00406782 0.00131055 0.00493324 0.00755771 0.00792863 0.00655799 0.00544529 0.00617896 0.0105983 0.00865615 0.0113009 0.0160539 0.00193797 0.0162437
internal_weight=0 2881 821 472 208 134 349 264 2060 154 122 142 289 211 154 1906 1823 1205 1081 1020 618 456 327 162 129 124
internal_count=2934 2881 821 472 208 134 349 264 2060 154 122 142 289 211 154 1906 1823 1205 1081 1020 618 456 327 162 129 124
is_linear=0
shrinkage=0.16829


Tree=4593
num_leaves=20
num_cat=0
split_feature=4 2 123 2 14 0 0 4 0 124 2 14 3 16 16 42 2 4 2
split_gain=19.3286 8.9833 5.17026 2.63504 3.12946 1.67965 1.26362 1.24125 1.74291 1.11977 1.07544 0.811369 0.656368 0.470113 0.350574 0.716219 0.332945 0.271698 0.136067
threshold=0.31392000000000003 0.14132000000000003 1.0000000180025095e-35 0.10836000000000003 0.073890000000000011 -0.076734999999999984 -0.079119999999999982 -0.47860499999999995 -0.029849999999999998 -0.082024999999999987 0.14019000000000004 -1.0000000180025095e-35 0.086845000000000019 -0.50318999999999992 0.51771500000000015 0.079890000000000017 0.08895500000000002 0.41464000000000006 0.097845000000000015
decision_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 12 18 -9 -4 11 -2 16 17 15 -7 -1 -13 -8
right_child=10 -3 9 5 -6 14 7 8 -10 -11 -12 13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0020136781475678881 0.001415514572557843 0.00081014641772705366 0.00099731764686596548 0.0012287056061339515 0.0025736397796997409 0.0014341903392689241 0.0022157426216947501 0.0017811523503452498 0.0011410526306387457 0.0016156505522407346 0.0006410959297602388 0.00092802839071742262 0.0016383453096330445 0.00074192352497980216 0.0020049659511620394 0.0019153046062094477 0.0018954650846174717 0.0012649234114430782 0.0019729195045632732
leaf_weight=977 58 92 84 92 81 66 59 450 52 52 85 53 65 66 53 71 372 54 52
leaf_count=977 58 92 84 92 81 66 59 450 52 52 85 53 65 66 53 71 372 54 52
internal_value=0 0.00182367 0.00186057 0.00189621 0.00193636 0.00159593 0.00191088 0.00178512 0.00171492 0.001234 0.000959469 0.00107647 0.00196537 0.000962594 0.00177356 0.00168378 0.00198111 0.00109838 0.00210231
internal_weight=0 2618 2526 2390 2108 282 2027 613 502 136 316 231 1414 173 190 137 1349 107 111
internal_count=2934 2618 2526 2390 2108 282 2027 613 502 136 316 231 1414 173 190 137 1349 107 111
is_linear=0
shrinkage=0.0032998


Tree=4594
num_leaves=17
num_cat=0
split_feature=1427 151 15 0 52 15 16 157 14 48 49 49 1456 0 132 16
split_gain=0.447253 0.531592 0.543318 0.462369 0.410913 0.472505 0.563949 0.445004 0.35274 0.279987 0.227939 0.249285 0.281868 0.204921 0.218394 0.0839296
threshold=0.088585000000000011 0.05680000000000001 -0.023589999999999996 -0.070664999999999992 0.15638000000000005 -0.094389999999999988 -0.14239499999999997 -0.080799999999999983 -0.07279999999999999 0.12011000000000001 0.12466500000000001 0.09778000000000002 0.089135000000000006 -0.067134999999999986 0.080815000000000012 -0.039209999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 6 -5 -7 -1 10 11 12 -10 -9 -15 -13
right_child=-2 2 -4 4 -6 7 -8 13 9 -11 -12 15 -14 14 -16 -17
leaf_value=0.018857307079191168 0.019495002083094362 0.0048666055264912338 -0.017923002777251833 0.005663623480584086 -0.011759784246484582 -0.0080136875775866367 -0.018640439310108971 -0.00068216192202631427 0.0068261606223889862 -0.0050814271645686438 -0.0035549267740201214 0.010904059030370269 0.0187751430556286 0.010598949503371896 -0.00080370404991530564 0.020110187592544421
leaf_weight=75 69 67 53 54 53 59 54 73 1706 52 52 60 58 339 55 55
leaf_count=75 69 67 53 54 53 59 54 73 1706 52 52 60 58 339 55 55
internal_value=0 0.00577189 -0.00518383 0.00625148 0.00246729 0.00365946 -0.00647177 0.00574305 0.00751385 0.00708391 0.00741244 0.00771691 0.00722006 0.0074849 0.00900265 0.0153226
internal_weight=0 2865 120 2745 687 634 108 526 2058 1983 1931 1879 1764 467 394 115
internal_count=2934 2865 120 2745 687 634 108 526 2058 1983 1931 1879 1764 467 394 115
is_linear=0
shrinkage=0.16829


Tree=4595
num_leaves=26
num_cat=0
split_feature=1451 4 147 0 51 3 4 0 43 160 43 4 0 49 42 42 160 43 4 0 49 0 0 0 403
split_gain=0.446697 0.388204 0.44788 0.298835 0.40532 0.453257 0.345512 0.360482 0.398989 0.275592 0.320375 0.493384 0.468411 0.258324 0.250451 0.357021 0.234248 0.315459 0.363083 0.228541 0.171423 0.254051 0.167167 0.234713 0.161766
threshold=0.07839500000000002 0.0051950000000000008 0.088035000000000016 -0.10594499999999998 -0.40444499999999994 0.0012800000000000001 0.42642000000000008 -0.16423499999999996 -0.010894999999999998 0.084480000000000013 -0.0025899999999999994 -0.15504999999999997 -0.11073999999999999 -0.084599999999999981 -0.12995999999999999 -0.091024999999999981 -0.076594999999999983 1.0000000180025095e-35 -0.49269499999999994 -0.097224999999999992 -0.0044599999999999996 -0.082234999999999989 -0.011064999999999998 -0.064179999999999973 0.036225000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 6 -5 22 7 -3 -9 10 11 -1 -12 -11 -13 -16 -14 18 -18 -17 -15 -22 23 -6 -19
right_child=-2 2 -4 4 5 -7 -8 8 -10 13 12 14 16 20 15 19 17 24 -20 -21 21 -23 -24 -25 -26
leaf_value=-0.0055812403561794595 0.020288181970856758 -0.0042843412979150942 -0.010276133899934616 0.010865005642101732 0.0018698614749436487 -0.013057203547458781 0.01989752614987671 0.00038603439992613528 0.01746863138530939 0.021953541562885467 -0.0089275508990330904 0.018331975783400609 0.013394758493410958 0.0025361210937699199 -0.00197532865986828 0.019045814725806777 0.0063496979004533157 0.0089106860002378888 -0.0090650730342526475 0.0078328203258035238 0.020220558321768639 0.0042414945536221587 0.0098000906965807454 -0.010700143473107314 0.00044029965986542018
leaf_weight=80 55 82 77 90 220 79 52 73 83 53 88 64 70 78 102 55 74 207 104 868 61 53 53 52 93
leaf_count=80 55 82 77 90 220 79 52 73 83 53 88 64 70 78 102 55 74 207 104 868 61 53 53 52 93
internal_value=0 0.00496774 0.00196593 0.00317057 0.000649187 -0.00162217 0.00745941 0.00473429 0.00948637 0.00622763 0.00550684 0.0071614 0.00246285 0.0115306 0.00809914 0.00745846 0.00429525 0.00295893 -0.00264659 0.00850293 0.00864408 0.0128075 0.0011519 -0.000526623 0.00629085
internal_weight=0 2911 861 784 494 404 290 238 156 2050 1805 1169 636 245 1089 1025 548 478 178 923 192 114 325 272 300
internal_count=2966 2911 861 784 494 404 290 238 156 2050 1805 1169 636 245 1089 1025 548 478 178 923 192 114 325 272 300
is_linear=0
shrinkage=0.16829


Tree=4596
num_leaves=23
num_cat=0
split_feature=15 3 49 14 147 3 3 42 15 49 49 16 51 42 42 43 47 42 51 475 3 16
split_gain=14.2236 6.25493 1.86531 1.67427 1.54489 1.62065 1.76307 1.69454 1.28882 1.00495 0.945524 0.922756 0.89541 0.639685 0.633974 0.580524 0.518516 0.460713 0.431277 0.371383 0.220235 0.148447
threshold=-0.2987999999999999 -0.049204999999999992 0.13223500000000002 0.073890000000000011 0.089430000000000023 0.28833000000000003 -0.0037099999999999998 -1.0000000180025095e-35 -0.43091499999999999 0.12001000000000002 -0.026279999999999998 0.066010000000000013 -0.089214999999999989 0.089975000000000013 0.083825000000000024 -0.051239999999999987 0.09252500000000001 0.087970000000000007 0.086950000000000013 -0.08230999999999998 -0.095009999999999983 -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
left_child=8 3 4 9 5 6 7 -3 15 10 13 12 -12 14 -2 -1 18 -14 -8 -13 -21 -9
right_child=1 2 -4 -5 -6 -7 16 21 -10 -11 11 19 17 -15 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=0.00040886087852996133 0.0010774178089735618 0.0013617158925032765 0.00047196864754089614 0.0019021316159659387 0.00057542211394869219 0.00060765058085760566 0.0015535533614928288 0.00085420569527916435 5.6291681352384703e-05 0.0010616374044383932 0.00098603322737819102 0.0018244254010900511 0.0014743172424960651 0.00088498193732759658 0.0015418819332120831 0.00080232669543929352 0.0010988687210582576 0.0013485936051993391 0.0012124499589284575 0.001692203718770916 0.0014684808513585298 0.00062281202982487807
leaf_weight=75 62 83 55 78 54 52 165 72 59 88 52 73 902 52 68 91 52 505 55 78 140 55
leaf_count=75 62 83 55 78 54 52 165 72 59 88 52 73 902 52 68 91 52 505 55 78 140 55
internal_value=0 0.00133915 0.0010542 0.00142646 0.0011086 0.00116246 0.00122224 0.000994526 0.000475858 0.00140808 0.00142384 0.00144748 0.00141345 0.00119636 0.00132064 0.000624768 0.00139791 0.00142922 0.00146844 0.00161798 0.00154869 0.000754273
internal_weight=0 2741 643 2098 588 534 482 210 225 2020 1932 1750 1459 182 130 166 272 1407 220 291 218 127
internal_count=2966 2741 643 2098 588 534 482 210 225 2020 1932 1750 1459 182 130 166 272 1407 220 291 218 127
is_linear=0
shrinkage=0.0032998


Tree=4597
num_leaves=25
num_cat=0
split_feature=4 4 51 1454 483 0 2 4 0 403 1213 0 42 1213 132 42 160 52 41 160 0 4 42 0
split_gain=0.35151 0.401041 0.45312 0.312176 0.347319 0.309482 0.312645 0.281895 0.308953 0.274269 0.526926 0.325057 0.342627 0.241088 0.219077 0.296359 0.309526 0.34928 0.289344 0.214251 0.20789 0.151293 0.167571 0.0476127
threshold=0.024470000000000002 0.055765000000000002 -0.40444499999999994 1.0000000180025095e-35 -0.14014999999999997 -0.10726999999999999 0.14938500000000002 0.42642000000000008 -0.15029999999999996 -0.088854999999999976 -0.066029999999999991 -0.071524999999999991 0.086000000000000007 0.041025000000000006 0.089040000000000022 -0.14592499999999997 0.084480000000000013 -0.081164999999999987 0.07677500000000001 -0.09551999999999998 -0.011064999999999998 0.26777000000000001 0.087765000000000024 -0.11991499999999998
decision_type=2 2 2 2 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 7 20 8 -4 10 -6 12 13 -12 15 -11 18 -18 -17 -5 21 22 -7 -10
right_child=1 2 5 19 9 6 -8 -9 23 14 11 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.018581056624747811 -0.008294482388858963 0.015310645635872595 -0.0036791807161121156 0.022814693415727883 0.025212278591671414 -0.0041477345938503302 -0.012958512932842652 0.016942068854836637 0.0056040169172876519 0.015966203393217752 0.002647492251092896 0.016984053157169943 -0.0036770751509350771 0.018127250849897483 -0.003058648322129839 0.0032686400588829317 0.015762447833703685 -0.0003783654440119441 0.016086517848457653 0.0083842387056412369 0.0085722639512866121 -0.0072727072263398581 0.0083186341167209993 0.012489402030820307
leaf_weight=60 90 83 94 53 54 62 55 56 55 69 61 70 96 54 97 1273 132 53 52 66 74 85 60 62
leaf_count=60 90 83 94 53 54 62 55 56 55 69 61 70 96 54 97 1273 132 53 52 66 74 85 60 62
internal_value=0 0.00226181 0.00364937 0.00643413 0.00595104 0.00204127 -0.00135295 0.00631938 0.00349157 0.00557332 0.00997406 0.00703932 0.00373161 0.00993187 0.00469263 0.00516994 0.00467541 0.0111286 0.00377304 0.0148263 0.000912204 -0.0018175 0.00196854 0.00926804
internal_weight=0 776 686 2190 2071 603 336 267 211 2011 335 281 211 115 1676 1579 1510 185 1325 119 281 207 122 117
internal_count=2966 776 686 2190 2071 603 336 267 211 2011 335 281 211 115 1676 1579 1510 185 1325 119 281 207 122 117
is_linear=0
shrinkage=0.16829


Tree=4598
num_leaves=23
num_cat=0
split_feature=1 3 2 2 123 4 14 2 2 1 15 2 4 3 15 13 157 3 3 13 160 4
split_gain=34.362 6.19067 2.99645 2.74885 2.20871 1.52072 1.17365 0.872301 0.992818 0.633182 0.563481 0.637126 0.897744 0.859494 0.474125 0.534238 0.424437 0.96025 0.406575 0.518006 0.147846 0.116181
threshold=0.10575500000000002 -0.053364999999999996 0.11426500000000002 0.17553000000000005 1.0000000180025095e-35 0.052250000000000012 0.073890000000000011 -1.0000000180025095e-35 0.10859000000000001 0.11253000000000001 -0.17840999999999999 0.098655000000000007 -0.22295999999999996 -0.11749 -0.063834999999999989 -0.070339999999999986 0.0036600000000000005 -0.087794999999999998 0.085880000000000012 -0.063549999999999982 0.083670000000000008 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=4 2 9 7 5 6 10 -3 -9 -2 -1 12 -12 -14 20 -16 17 -13 -10 -20 21 -7
right_child=1 3 -4 -5 -6 14 -8 8 18 -11 11 16 13 -15 15 -17 -18 -19 19 -21 -22 -23
leaf_value=0.0023033939747324319 0.0020396696285499196 0.00067867496412137712 0.00096202480771794929 0.00015963996715776755 0.0014663972651190072 0.0018812378145334158 0.002372638145257888 0.0014557064889097289 0.00073985792899277476 0.0016034221351921706 0.0023774193256701289 0.0013768776042935105 0.0015614056880031619 0.0019966587262318252 0.0018206532490581285 0.001363447734579305 0.0020869875025196776 0.0018856926223290004 0.00083146446267696496 0.0012408127214565072 0.0020013916350221585 0.0016708232962864924
leaf_weight=59 63 97 71 56 101 70 89 52 71 89 66 55 52 1400 53 61 54 159 64 73 54 57
leaf_count=59 63 97 71 56 101 70 89 52 71 89 66 55 52 1400 53 61 54 159 64 73 54 57
internal_value=0 0.00107953 0.00152277 0.000840114 0.00194505 0.00196672 0.00200051 0.000946757 0.00104664 0.00178447 0.00198254 0.00197192 0.00199835 0.0019811 0.0017451 0.00157632 0.00182209 0.00175509 0.000944199 0.00104984 0.00185121 0.00178708
internal_weight=0 636 223 413 2330 2229 1934 357 260 152 1845 1786 1518 1452 295 114 268 214 208 137 181 127
internal_count=2966 636 223 413 2330 2229 1934 357 260 152 1845 1786 1518 1452 295 114 268 214 208 137 181 127
is_linear=0
shrinkage=0.0032998


Tree=4599
num_leaves=21
num_cat=0
split_feature=2 15 15 15 9 1454 4 160 2 4 11 4 40 4 14 3 52 4 52 2
split_gain=0.318249 0.38982 0.256804 0.295561 0.212028 0.216183 0.241224 0.234445 0.302933 0.229216 0.199815 0.292074 0.17389 0.195778 0.236108 0.397002 0.157689 0.0957597 0.230389 0.0688123
threshold=0.10523 -0.41956999999999994 0.11934000000000002 1.0000000180025095e-35 0.085785000000000014 1.0000000180025095e-35 -0.017399999999999995 0.084480000000000013 -0.012574999999999998 -0.013049999999999997 0.080320000000000016 -0.10701499999999999 -0.07990499999999999 -0.043174999999999991 -0.31893999999999995 0.090170000000000014 -0.15201999999999996 -0.0046399999999999992 -0.069059999999999996 0.12336000000000001
decision_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 5 7 -7 8 -3 -9 11 -10 -2 -14 -15 16 -16 -11 -19 -17
right_child=2 4 -4 -5 -6 6 -8 9 10 17 -12 -13 13 14 15 19 -18 18 -20 -21
leaf_value=-0.0052975219199561541 -0.0061779384275082519 -0.0063970581328495644 0.012339334006478929 -0.0094381524644099567 0.017076084748247504 0.020832030194810291 0.0061064979616697358 0.017407454373744139 0.014807770278876397 0.0013894674510039182 -0.0038810842518132885 0.0058896060873548824 -0.0028492737714985767 -0.0032391109659709308 0.009822590216651229 0.010764986211008135 -0.00010971965371179064 0.018320028310233143 0.0031439422966511583 0.018872402964603817
leaf_weight=73 55 56 70 62 60 65 62 102 112 54 54 1517 101 73 65 59 148 52 63 63
leaf_count=73 55 56 70 62 60 65 62 102 112 54 54 1517 101 73 65 59 148 52 63 63
internal_value=0 0.00678679 0.00266854 0.00158427 0.00718913 0.0069107 0.0136573 0.00648352 0.00576388 0.0110948 0.00616959 0.00650387 0.00279914 0.00377269 0.00541635 0.00730783 0.00291283 0.00727417 0.0100218 0.0149663
internal_weight=0 2270 696 626 2197 2137 127 2010 1739 271 1683 1629 564 509 408 335 213 169 115 122
internal_count=2966 2270 696 626 2197 2137 127 2010 1739 271 1683 1629 564 509 408 335 213 169 115 122
is_linear=0
shrinkage=0.16829


Tree=4600
num_leaves=22
num_cat=0
split_feature=30 40 1 16 12 480 1213 1213 12 1456 13 16 16 16 1 16 129 1209 129 13 16
split_gain=0.70137 0.401578 0.268208 0.291533 0.374897 0.270805 0.284736 0.437536 0.330985 0.267375 0.252162 0.238319 0.328274 0.306721 0.270454 0.219468 0.217078 0.210917 0.193163 0.183576 0.0830024
threshold=0.083930000000000018 1.0000000180025095e-35 0.095435000000000006 -0.42170999999999997 -0.088684999999999986 -0.022539999999999998 -0.0074849999999999995 -0.12077499999999998 0.085110000000000005 0.094720000000000013 -0.071964999999999987 0.058875000000000004 -1.0000000180025095e-35 -0.069169999999999995 0.11680000000000001 0.62619000000000014 0.087660000000000016 0.085500000000000007 0.10072500000000001 0.080625000000000016 -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
left_child=1 2 5 10 -5 -1 7 20 -9 16 -4 12 13 -6 15 -13 19 -10 -18 -8 -7
right_child=-2 -3 3 4 11 6 9 8 17 -11 -12 14 -14 -15 -16 -17 18 -19 -20 -21 -22
leaf_value=-0.0036212016031352784 -0.010759873076514865 -0.0077456564167407652 0.0013855526443785318 -0.011435848842680577 -0.0023860594012634173 0.014141404001182613 0.0091945315863228398 -0.011180714583739993 0.0056369233908110444 -0.0041481563342719002 0.014001914488122146 -0.004942261567530395 -0.011881886582442559 0.010589586180490433 0.013216705373424151 0.009142956288057065 -0.0044027098255543691 -0.0060475927970449423 0.0084620506683011996 0.0019746254162539621 0.0053909307157047823
leaf_weight=77 84 70 82 65 156 78 1262 70 148 53 100 71 62 77 93 56 72 62 61 109 52
leaf_count=77 84 70 82 65 156 78 1262 70 148 53 100 71 62 77 93 56 72 62 61 109 52
internal_value=0 0.0048346 0.00514907 0.00245043 0.000603157 0.00615424 0.00653782 0.00258542 -0.00115477 0.00757744 0.00832749 0.00212613 -0.000994929 0.00189432 0.00631936 0.0012544 0.00799183 0.00217865 0.00148416 0.00862183 0.010655
internal_weight=0 2876 2806 762 580 2044 1967 410 280 1557 182 515 295 233 220 127 1504 210 133 1371 130
internal_count=2960 2876 2806 762 580 2044 1967 410 280 1557 182 515 295 233 220 127 1504 210 133 1371 130
is_linear=0
shrinkage=0.16829


Tree=4601
num_leaves=27
num_cat=0
split_feature=1 12 1 39 12 13 14 39 48 13 13 15 12 0 16 0 10 49 43 16 0 0 1 12 12 12
split_gain=41.6089 11.9158 8.02524 3.11571 2.56598 2.36598 1.83499 1.68858 1.59832 1.40697 1.36827 1.12012 0.954093 0.86807 0.783588 0.764721 0.692709 0.61754 0.600376 0.513809 0.426208 0.412725 0.397925 0.383512 0.122005 0.0983502
threshold=0.10123500000000001 0.085465000000000013 0.13130500000000003 0.0047850000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.073890000000000011 0.0095750000000000019 0.090935000000000016 -0.0069149999999999993 -0.086304999999999979 -0.077669999999999989 0.091290000000000024 -0.096444999999999989 -0.50720999999999983 -0.10071499999999999 -1.0000000180025095e-35 0.10030500000000002 0.076280000000000014 -0.11158 -0.075624999999999984 -0.05461499999999999 0.083670000000000008 0.10444500000000002 0.09567500000000001 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 2
left_child=3 4 13 6 7 -6 8 -2 12 25 -9 -5 15 -3 -7 22 -12 19 21 -14 -21 -17 -1 24 -15 -10
right_child=1 2 -4 11 5 14 -8 10 9 -11 16 -13 17 23 -16 18 -18 -19 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=0.0020528044490416863 0.000168864480979751 0.0015865323405641345 0.00061931242971585481 0.0018394484141778433 0.00053715745383882321 0.0010472903170247411 0.0025579259314492072 0.0012303548140745544 0.002071674617909964 0.0013817713869745598 0.0003246374785761915 0.001173573913415349 0.001716619319833988 0.0022878797578093253 0.0015592288832946932 0.0021747724181955417 0.00078092674572516135 0.0017421989990757355 0.0018258980690817877 0.0021643737138097238 0.0019646450531469292 0.0024403926898225719 0.0016889599869173665 0.0018307301432624354 0.0020693110469185969 0.001869789942417854
leaf_weight=90 67 54 62 56 54 55 84 53 66 67 57 55 53 57 82 915 101 99 52 237 243 71 54 54 68 54
leaf_count=90 67 54 62 56 54 55 84 53 66 67 57 55 53 57 82 915 101 99 52 237 243 71 54 54 68 54
internal_value=0 0.0011555 0.00167523 0.00204968 0.000828521 0.00112322 0.00207841 0.000625922 0.00205826 0.00176657 0.000770887 0.00150983 0.00208831 0.00195605 0.00135396 0.00214402 0.000616539 0.00198407 0.00217553 0.00202892 0.00206333 0.00219393 0.00191661 0.00206733 0.00216926 0.00198112
internal_weight=0 764 295 2196 469 191 2085 278 2001 187 211 111 1814 233 137 1182 158 632 1038 533 480 986 144 179 125 120
internal_count=2960 764 295 2196 469 191 2085 278 2001 187 211 111 1814 233 137 1182 158 632 1038 533 480 986 144 179 125 120
is_linear=0
shrinkage=0.0032998


Tree=4602
num_leaves=36
num_cat=0
split_feature=1 12 1 1 1 12 16 150 12 51 48 43 12 150 51 1 16 43 133 52 52 1213 1 12 483 16 16 43 12 13 16 1 52 43 12
split_gain=26.2786 5.94589 5.72032 1.89487 1.55679 1.33781 0.962632 0.965091 0.952652 0.851329 0.720348 0.696744 0.623625 0.840969 0.589825 1.1908 0.525598 0.466662 0.52321 0.405261 0.394695 0.393255 0.362684 0.357808 0.339924 0.30613 0.285437 0.317476 0.233969 0.220286 0.200896 0.189164 0.182733 0.173213 0.146803
threshold=0.10442000000000001 0.087255000000000013 0.13130500000000003 0.095920000000000019 0.14450000000000005 0.085465000000000013 -0.14463999999999996 0.08486500000000001 0.091290000000000024 0.11178000000000002 0.085040000000000018 -0.049364999999999992 0.056995000000000011 0.083810000000000009 -1.0000000180025095e-35 0.079805000000000015 0.052150000000000009 -0.083349999999999994 -0.015599999999999998 -0.48192999999999991 -0.16207999999999997 0.05068000000000001 0.076160000000000019 0.083985000000000018 0.054415000000000012 -0.15190499999999998 -0.073309999999999986 -0.064179999999999987 0.098785000000000012 -0.071104999999999988 -0.08267999999999999 0.10016000000000001 -0.086514999999999981 -0.088784999999999989 0.093185000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 20 8 6 -5 11 10 12 16 -8 -2 13 14 -1 -16 25 22 21 -18 -3 30 24 -20 33 -10 34 -28 -22 -21 -19 -7 -25 -14 -27
right_child=1 2 -4 5 -6 31 7 -9 9 -11 -12 -13 17 -15 15 -17 19 18 23 29 28 -23 -24 32 -26 26 27 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.0012615771497571247 0.00049861921251893068 0.0016017392529712371 0.0002384804385486264 0.00080465255030795241 2.8794991102468411e-05 0.0012242662382655452 0.00035550549966263396 3.017782818855642e-05 0.0012157702838658134 0.00095423423294203088 0.00084687726407293475 0.00092915516516850699 0.0016060279467854206 0.00099790184517674287 0.0013376540597231873 0.0019613408521875642 0.0014889895492495222 0.0015946024780082043 0.0012032625621346278 0.0012866280929581051 0.0014228036890286879 0.0018115196900018384 0.0018673074646102311 0.0013109107421099859 0.0014052318418596868 0.0014234368232127858 0.0015637019612119662 0.0012790665113964941 0.0011233860214062176 0.0010035204770367867 0.0013555911900870914 0.0015068821606638407 0.0015026124254444279 0.0018322297831060267 0.0016291720442153544
leaf_weight=97 74 67 62 83 74 55 85 56 52 52 53 93 136 53 80 58 52 177 64 59 62 81 70 68 75 55 73 110 56 65 52 53 351 55 152
leaf_count=97 74 67 62 83 74 55 85 56 52 52 53 93 136 53 80 58 52 177 64 59 62 81 70 68 75 55 73 110 56 65 52 53 351 55 152
internal_value=0 0.000697618 0.00110661 0.00143609 0.000465307 0.00112071 0.000554689 0.0003962 0.00146493 0.00136188 0.000544476 0.00073859 0.00151364 0.00137548 0.00146048 0.00160004 0.00139612 0.00154885 0.00150468 0.00124226 0.00139735 0.00161142 0.00165298 0.0014361 0.00159645 0.00145731 0.00148943 0.0013928 0.00128101 0.00113851 0.00154048 0.00136328 0.00147159 0.00167135 0.00157468
internal_weight=0 682 247 2278 435 191 361 194 2087 670 138 167 1417 288 235 138 618 1129 793 176 185 310 336 483 266 442 390 183 118 124 229 108 419 191 207
internal_count=2960 682 247 2278 435 191 361 194 2087 670 138 167 1417 288 235 138 618 1129 793 176 185 310 336 483 266 442 390 183 118 124 229 108 419 191 207
is_linear=0
shrinkage=0.0032998


Tree=4603
num_leaves=11
num_cat=0
split_feature=9 40 13 160 14 14 12 1429 11 13
split_gain=0.704201 0.426749 0.419102 0.366519 0.304421 0.302971 0.311721 0.77684 0.291996 0.195584
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 -0.17030499999999998 -0.53327999999999987 0.05884000000000001 -0.24168999999999999 0.083945000000000006 0.083615000000000009 0.090715000000000004 -0.41895499999999991
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 5 -5 7 -7 -8 -2
right_child=1 -3 3 4 -6 6 8 -9 -10 -11
leaf_value=-0.00819976454270804 0.0029392792757996149 -0.0063516569251338651 -0.0029972807592326166 0.018120889094610966 0.017606695758092254 0.005569454099762945 0.0084627635144223657 -0.015843314274049621 -0.0034512699993371216 -0.010158751686096644
leaf_weight=95 80 71 94 72 85 504 1792 53 60 54
leaf_count=95 80 71 94 72 85 504 1792 53 60 54
internal_value=0 0.00651966 0.00684739 0.00731016 0.00768845 0.00734793 0.0070252 0.00352875 0.00807581 -0.00232562
internal_weight=0 2865 2794 2660 2566 2481 2409 557 1852 134
internal_count=2960 2865 2794 2660 2566 2481 2409 557 1852 134
is_linear=0
shrinkage=0.16829


Tree=4604
num_leaves=22
num_cat=0
split_feature=0 16 43 2 0 16 13 11 148 3 124 3 15 51 16 16 1 13 1 13 43
split_gain=0.684018 0.999207 0.480393 0.462059 0.63394 0.73665 0.552147 0.372487 0.301626 0.365311 0.358236 0.483859 0.305375 0.270645 0.26405 0.250226 0.199751 0.231394 0.147757 0.145966 0.159453
threshold=-0.0033699999999999993 0.014185000000000001 -0.06372499999999999 0.10257000000000001 -0.074904999999999985 -0.24404999999999996 -0.057284999999999996 0.082770000000000024 -0.077864999999999976 0.093925000000000022 -0.000185 -0.023409999999999997 -0.074124999999999983 0.116525 -0.28430999999999995 -0.073554999999999995 0.10359500000000001 -0.060719999999999989 0.100925 -0.023024999999999997 -0.064179999999999987
decision_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 14 -3 7 5 16 -7 8 -1 10 -10 13 -13 -12 -2 -6 -5 -18 -4 20 -17
right_child=1 2 18 4 15 6 -8 -9 9 -11 11 12 -14 -15 -16 19 17 -19 -20 -21 -22
leaf_value=0.016712185345815714 -0.0073039842251503666 -0.0083541409122369573 0.0045350139448785479 -0.0035219760883181861 0.016572627312975402 -0.00055841798905771753 -0.019861822758431829 0.0209566278848245 -0.0035186025923192323 -0.005007389418183743 0.0070637707275613571 0.0093706550788126598 0.027420682291202335 -0.0043476951333610396 -0.02401125488982921 0.0075353146264338497 0.001515395660821329 0.016171459467902917 0.015406186420751568 0.0097014088301480093 -0.0049077694801223605
leaf_weight=83 55 58 74 58 70 79 90 54 90 77 1542 54 53 61 53 55 65 58 69 100 62
leaf_count=83 55 58 74 58 70 79 90 54 90 77 1542 54 53 61 53 55 65 58 69 100 62
internal_value=0 -0.00246032 0.00454765 0.00590246 0.001948 -0.00285574 -0.010849 0.00715231 0.00677107 0.00633053 0.00681653 0.00736154 0.0183281 0.0066284 -0.0155196 0.00781248 0.00459763 0.00844099 0.00979311 0.00497835 0.000926188
internal_weight=0 309 201 2651 637 350 169 2014 1960 1877 1800 1710 107 1603 108 287 181 123 143 217 117
internal_count=2960 309 201 2651 637 350 169 2014 1960 1877 1800 1710 107 1603 108 287 181 123 143 217 117
is_linear=0
shrinkage=0.16829


Tree=4605
num_leaves=13
num_cat=0
split_feature=12 4 47 158 447 12 0 34 4 1447 131 51
split_gain=0.6507 0.415794 0.388207 0.459363 0.393066 0.277342 0.243708 0.241922 0.262369 0.225505 0.174296 0.149051
threshold=0.14472000000000004 -0.27577999999999997 0.10976000000000001 0.10394000000000002 0.089395000000000016 0.088395000000000015 -0.079119999999999982 -1.0000000180025095e-35 -0.14088999999999999 -0.085894999999999985 0.087580000000000005 -0.025904999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 7 11 -5 -3 -9 -10 -4 -1
right_child=-2 2 10 6 -6 -7 -8 8 9 -11 -12 -13
leaf_value=0.011079826116324997 -0.011982462671033232 0.014364904634502094 -0.0079129127562345448 -0.0096536825996490268 -0.0063164834207991667 0.0049312576163607078 0.0048715839509403626 -0.0037076552300821602 0.014945698537541151 0.0059302661178649461 0.0035926178444002821 0.022720595252077928
leaf_weight=57 62 101 93 85 72 81 53 77 82 2056 62 71
leaf_count=57 62 101 93 85 72 81 53 77 82 2056 62 71
internal_value=0 0.00543348 0.00486879 0.0053707 0.00591656 0.0126686 -0.00406212 0.00629764 0.00592898 0.00627688 -0.00329911 0.0175509
internal_weight=0 2890 2681 2526 2388 209 138 2316 2215 2138 155 128
internal_count=2952 2890 2681 2526 2388 209 138 2316 2215 2138 155 128
is_linear=0
shrinkage=0.16829


Tree=4606
num_leaves=10
num_cat=0
split_feature=2 33 484 1456 403 30 1 4 1
split_gain=0.763161 0.277848 0.258537 0.698109 0.24384 0.239287 0.309699 0.512467 0.328085
threshold=0.16993500000000003 0.085555000000000006 0.12428000000000002 -0.091249999999999984 -0.5407249999999999 0.085730000000000015 0.087055000000000007 -0.17568999999999999 0.079805000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 8 -8 -6
right_child=-2 -3 -4 4 5 -7 7 -9 -10
leaf_value=-0.013211816485064535 -0.013015336212380229 -0.0074191282407123152 0.014017474977383128 0.014209803687234174 0.0052088491035916559 0.016021835550810853 0.013039385406292965 0.00087133650126945011 0.013819879392539392
leaf_weight=61 71 53 85 79 1398 52 110 905 138
leaf_count=61 71 53 85 79 1398 52 110 905 138
internal_value=0 0.0046398 0.00486643 0.0045822 0.00498758 0.004707 0.00447566 0.00219181 0.00598367
internal_weight=0 2881 2828 2743 2682 2603 2551 1015 1536
internal_count=2952 2881 2828 2743 2682 2603 2551 1015 1536
is_linear=0
shrinkage=0.16829


Tree=4607
num_leaves=15
num_cat=0
split_feature=4 2 12 2 2 13 14 2 49 148 47 14 16 12
split_gain=35.2276 9.04091 6.5094 3.64738 2.02547 1.72942 2.01217 1.28975 1.04306 1.00346 1.00249 0.729097 1.24864 0.62547
threshold=0.31392000000000003 0.13388500000000003 -1.0000000180025095e-35 0.14019000000000004 -1.0000000180025095e-35 -0.16392499999999996 0.064610000000000015 0.14870000000000003 0.084910000000000013 -0.043434999999999994 0.11224000000000002 -0.41992499999999994 -0.53342999999999996 0.088745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 -1 -4 9 -3 -6 -7 13 -2 -13 -11
right_child=3 7 5 -5 8 6 -8 -9 -10 10 -12 12 -14 -15
leaf_value=0.0013965360550654959 0.0017375518387718596 0.0018682364471982683 0.0018968494259866463 0.00058051438822452411 0.0018637534339331621 0.0020781471240601196 0.0030127773916345784 0.0012034284247896161 0.0024208242014054694 0.0025423233376715626 0.0021090442761981182 0.0015976138434665148 0.0010362193434387433 0.0024240156664136771
leaf_weight=69 53 59 59 81 97 76 73 70 60 980 83 80 95 1017
leaf_count=69 53 59 59 81 97 76 73 70 60 980 83 80 95 1017
internal_value=0 0.00236048 0.00240422 0.00118274 0.00186931 0.00245704 0.00247185 0.00150776 0.00207687 0.00245352 0.00246722 0.00139654 0.00129306 0.00248209
internal_weight=0 2643 2514 309 226 2288 2229 129 157 2156 2080 228 175 1997
internal_count=2952 2643 2514 309 226 2288 2229 129 157 2156 2080 228 175 1997
is_linear=0
shrinkage=0.0032998


Tree=4608
num_leaves=18
num_cat=0
split_feature=1 2 12 123 12 447 123 2 3 1 150 2 1453 15 39 474 1
split_gain=16.9628 3.86168 3.06271 1.37851 0.694885 0.657009 0.614356 0.547015 0.483855 0.791561 0.389699 0.622188 0.517482 0.480754 0.366628 0.331781 0.171773
threshold=0.10575500000000002 0.16730000000000003 0.085075000000000026 1.0000000180025095e-35 0.10641500000000001 0.086460000000000023 0.08901000000000002 0.12336000000000001 0.15217000000000003 0.12622500000000003 0.089810000000000015 0.088495000000000004 -0.067664999999999989 -0.22805999999999996 0.055555000000000007 0.10123000000000001 0.11617500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 16 7 8 10 9 14 12 -12 -1 -14 -2 -15 -4
right_child=1 -3 4 -5 -6 -7 -8 -9 -10 -11 11 -13 13 15 -16 -17 -18
leaf_value=0.00095934423486097843 0.00037234613520739646 -0.00016599254367130256 0.001265726867836426 0.00078646363521403203 0.00073142682345355271 0.00083098945198647144 0.00023093217795286619 0.00092762756498475526 0.0003495866469829461 0.00098761353271877429 0.0012227174386352834 0.00076468913264562586 0.0015290898830667768 0.0012230835116380772 0.00072495010895858123 0.0014797178275207739 0.0010147257387656369
leaf_weight=75 81 69 64 92 70 52 83 74 86 54 85 53 62 1780 54 58 60
leaf_count=75 81 69 64 92 70 52 83 74 86 54 85 53 62 1780 54 58 60
internal_value=0 0.000569594 0.000661607 0.00118345 0.000995672 0.00119974 0.000480478 0.0012085 0.000555668 0.000649254 0.00121832 0.00104706 0.00123026 0.00124094 0.000513649 0.0012312 0.00114456
internal_weight=0 621 552 2331 194 2239 358 2187 275 189 2113 138 1975 1900 135 1838 124
internal_count=2952 621 552 2331 194 2239 358 2187 275 189 2113 138 1975 1900 135 1838 124
is_linear=0
shrinkage=0.0032998


Tree=4609
num_leaves=14
num_cat=0
split_feature=10 40 158 43 1212 12 403 1186 11 11 43 12 42
split_gain=0.768896 0.319221 0.233718 0.287429 0.250513 1.05244 0.359403 0.228248 0.226631 0.295749 0.379271 0.177887 0.163663
threshold=-0.089679999999999982 0.0052450000000000005 0.10394000000000002 -0.011714999999999998 0.058905000000000006 0.085005000000000011 -0.06010999999999999 0.085440000000000016 0.088630000000000014 0.078340000000000007 -0.10945499999999998 0.095450000000000021 -0.088004999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 -6 11 8 9 10 -2 12 -7
right_child=1 -3 3 -5 5 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.0098890726560478173 0.012955254060240817 -0.0045161572648659961 0.0063875413839519259 -0.008043151806740971 0.033576572362290134 0.006190026240351012 0.017507007943263597 0.017671264484470438 0.014764610738437068 -0.0051279040123925878 0.0056151233200179423 0.011068929491256574 -0.0065619447308288741
leaf_weight=83 223 72 98 65 52 52 67 52 88 65 1920 52 63
leaf_count=83 223 72 98 65 52 52 67 52 88 65 1920 52 63
internal_value=0 0.00653299 0.00681806 0.000621948 0.00720081 0.0119112 0.00708901 0.00662629 0.00637536 0.00604019 0.00637977 0.00289858 -0.000780214
internal_weight=0 2869 2797 163 2634 286 234 2348 2296 2208 2143 167 115
internal_count=2952 2869 2797 163 2634 286 234 2348 2296 2208 2143 167 115
is_linear=0
shrinkage=0.16829


Tree=4610
num_leaves=14
num_cat=0
split_feature=44 0 150 1 40 1 157 15 15 51 4 15 4
split_gain=0.50951 0.396864 0.554702 0.396746 0.349245 0.429681 0.281173 0.30813 0.411881 0.359276 0.144419 0.124666 0.1286
threshold=1.0000000180025095e-35 -0.15753999999999999 0.095275000000000012 0.14804000000000003 0.055635000000000011 0.13707500000000003 -0.082714999999999983 0.039965000000000007 0.083540000000000017 0.10570500000000001 0.024470000000000002 -0.015539999999999998 -0.0083149999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 6 11 9 -9 -8 -1 12 -3
right_child=-2 3 -4 -5 -6 -7 7 8 -10 -11 -12 -13 -14
leaf_value=-0.0019011682341839103 0.021766832351954615 0.0023736407947688672 0.011245332872463864 0.017796587053576046 0.018797247096055743 -0.0076034976839029437 0.0037452514763180204 0.019903710491757872 0.0059689932894431714 -0.0068535933024749867 -0.013389824420623532 0.015847602927403743 0.013566314370411454
leaf_weight=53 52 64 57 72 52 76 1180 64 1014 98 76 91 54
leaf_count=53 52 64 57 72 52 76 1180 64 1014 98 76 91 54
internal_value=0 0.00495137 -0.00256669 0.00545776 0.0051272 0.00485736 0.00522727 0.00470116 0.00679795 0.0029311 -0.00868361 0.0111494 0.00751094
internal_weight=0 2951 186 2765 2693 2641 2565 2356 1078 1278 129 209 118
internal_count=3003 2951 186 2765 2693 2641 2565 2356 1078 1278 129 209 118
is_linear=0
shrinkage=0.16829


Tree=4611
num_leaves=26
num_cat=0
split_feature=1 3 4 4 0 4 1 11 0 16 16 1 51 2 1 16 51 1 131 2 51 4 16 4 16
split_gain=20.087 5.38687 2.11091 2.10202 1.49216 1.42561 1.16591 1.14941 0.978305 1.20231 1.12992 0.815222 0.750045 0.722087 0.65118 0.846623 0.534171 0.559729 0.453036 0.668925 0.431601 0.420984 0.415725 0.363808 0.1307
threshold=0.10575500000000002 -0.062324999999999998 0.41939500000000002 0.046185000000000004 -0.029849999999999998 -0.42305999999999994 0.14293000000000003 1.0000000180025095e-35 -0.10726999999999999 0.052690000000000008 0.08215500000000002 0.087055000000000007 0.10532000000000001 0.10202000000000001 0.083670000000000008 -0.43708999999999992 -0.038974999999999996 0.11417500000000001 0.092000000000000012 0.10633000000000002 -0.085594999999999991 -0.037689999999999994 -0.49353499999999995 -0.079814999999999983 0.41580500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 7 13 12 8 11 20 -11 -1 16 -6 15 -5 -3 -18 19 -2 -10 -12 -19 -22 -17
right_child=1 6 -4 14 5 -7 -8 -9 9 10 21 -13 -14 -15 -16 24 17 22 -20 -21 23 -23 -24 -25 -26
leaf_value=0.001514147618701289 0.00180401394935907 0.00086075017422338385 0.00066874470155155717 0.0015848774246912988 0.0012007931882723566 0.0008020124226240878 0.00027303231351854699 0.0019073201589224478 0.0018108317463359227 0.00090085485963463168 0.0016379263147428393 0.00095410579089942832 0.001022084060191869 0.0016952132052378424 0.00095692062047390749 0.0010833025481858721 0.00074031958711527504 0.00059208330711928235 0.0011646965940396731 0.0012782963725834547 0.0016190985242723857 0.0012998994647399416 0.00020571790269275104 0.0015066925653744354 0.0012872596421030966
leaf_weight=53 54 68 55 76 76 61 100 83 75 57 70 62 58 57 84 99 78 56 52 53 529 99 67 824 57
leaf_count=53 54 68 55 76 76 61 100 83 75 57 70 62 58 57 84 99 78 56 52 53 529 99 67 824 57
internal_value=0 0.000799733 0.00122718 0.00145852 0.00149728 0.00122103 0.000585424 0.0015262 0.0015083 0.00152884 0.00130427 0.00121252 0.000680849 0.00141295 0.00120746 0.00129803 0.000607143 0.00052117 0.00142013 0.00154394 0.00156436 0.00144012 0.000381911 0.00155067 0.00115805
internal_weight=0 641 214 2362 2046 194 427 1852 1769 1654 226 115 327 133 316 232 269 201 159 107 1428 169 123 1353 156
internal_count=3003 641 214 2362 2046 194 427 1852 1769 1654 226 115 327 133 316 232 269 201 159 107 1428 169 123 1353 156
is_linear=0
shrinkage=0.0032998


Tree=4612
num_leaves=31
num_cat=0
split_feature=1 3 123 2 3 43 3 0 0 0 43 2 1456 16 0 51 2 0 2 3 13 16 157 130 402 157 3 16 1 0
split_gain=20.8163 4.95479 2.20438 1.80894 1.58915 1.22649 1.09978 0.85409 0.751923 0.597845 0.50753 0.497239 0.465209 0.439385 0.753761 0.391074 0.655541 0.310371 0.292125 0.280529 0.386058 0.245317 0.223463 0.243624 0.216725 0.276117 0.202616 0.201644 0.197961 0.144832
threshold=0.10575500000000002 -0.057749999999999989 1.0000000180025095e-35 0.10656 0.3148450000000001 -0.079409999999999994 -0.073614999999999986 -0.05461499999999999 -0.079119999999999982 -0.062394999999999999 -0.073819999999999983 0.08647500000000001 -0.090374999999999997 0.3935300000000001 -0.061204999999999989 0.10072000000000002 0.11666500000000002 -0.23028499999999999 0.088495000000000004 0.018975000000000002 -0.059629999999999996 0.0054050000000000009 -1.0000000180025095e-35 0.0084900000000000028 -0.014954999999999998 -0.077294999999999989 -0.0096849999999999974 -0.082359999999999989 0.090880000000000016 -0.050704999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 5 9 8 -2 12 -3 -8 26 -1 14 21 16 -7 -13 24 20 -19 28 -20 -24 27 -26 -12 -14 -10 -15
right_child=1 4 -4 -5 -6 15 10 -9 13 -11 11 17 18 29 -16 -17 -18 19 22 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0014304199475101032 0.0018385035056104244 0.00028714295872246068 0.0011113127171777867 0.0009785473294967313 0.00032661645611879644 0.0010893006079549811 0.0017434536434147968 0.0012867074087645205 0.0016913326714316458 0.00077733926620069109 0.0014757735998278366 0.0011446852644484689 0.0020367829185551668 0.0016147091576759632 0.0012102791629750441 0.0012085298165406396 0.00068127369928245403 0.0015232854576783504 0.0018042440156355948 0.0015771308090399439 0.0012191340262644988 0.0014035250232493624 0.0015277438554591584 0.0017795274194769188 0.0018824932106628891 0.0017014777268883727 0.0017622647500506355 0.001741709849818562 0.0014752154947078556 0.0018657565016472594
leaf_weight=67 69 54 98 91 89 86 72 56 159 55 52 54 54 56 81 54 87 81 66 89 109 75 197 56 112 647 62 53 70 52
leaf_count=67 69 54 98 91 89 86 72 56 159 55 52 54 54 56 81 54 87 81 66 89 109 75 197 56 112 647 62 53 70 52
internal_value=0 0.000926336 0.00159699 0.00133348 0.000719331 0.000823249 0.00161799 0.00159158 0.00165783 0.000534813 0.00148399 0.00144212 0.0017011 0.00154788 0.00149504 0.000961594 0.000884312 0.00137704 0.00171637 0.00142189 0.00134898 0.0015708 0.00162937 0.00158361 0.00174838 0.00172824 0.00163189 0.00189095 0.00162542 0.00173591
internal_weight=0 641 2362 216 425 336 2264 125 1745 109 519 447 1252 493 385 227 173 333 1185 279 190 304 319 253 866 759 114 107 229 108
internal_count=3003 641 2362 216 425 336 2264 125 1745 109 519 447 1252 493 385 227 173 333 1185 279 190 304 319 253 866 759 114 107 229 108
is_linear=0
shrinkage=0.0032998


Tree=4613
num_leaves=21
num_cat=0
split_feature=40 13 16 42 14 52 49 16 16 13 49 52 51 16 1446 13 157 13 13 155
split_gain=10.7145 8.28315 4.23172 2.93651 2.82486 1.14947 0.789493 0.648243 0.527094 0.814123 0.532775 0.504972 0.731361 0.616619 0.555122 0.479299 0.45057 0.399906 0.34577 0.212424
threshold=-0.034699999999999988 -0.27740999999999993 -0.27157999999999993 -0.032499999999999994 -0.31893999999999995 0.008405000000000001 0.12518000000000004 -0.096659999999999982 -0.071704999999999991 -0.07904499999999999 -0.058504999999999995 -0.015539999999999998 0.096685000000000007 0.39813000000000004 0.098375000000000018 -1.0000000180025095e-35 -0.082259999999999986 -0.073724999999999985 -0.057284999999999996 0.10480500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 5 -1 -4 15 11 -2 9 -5 -10 13 14 16 -13 -3 -6 -7 -14 -15
right_child=1 2 4 8 6 17 -8 -9 10 -11 -12 12 18 19 -16 -17 -18 -19 -20 -21
leaf_value=0.0016898606576308864 0.00050854294588345171 0.0013160797611277016 0.00095677964428238368 0.00092069686606410892 0.0018185285126940248 0.0017452619798432158 0.0014461046835002218 0.00099834938210891346 0.00073802598867579055 0.00039555380176546195 0.0011778698626571282 0.001793592082903964 0.0017039997475847835 0.0017280287796543415 0.0021272613840521686 0.00094645095848143674 0.0015679805389923202 0.0013549212657988617 0.001340821157854601 0.0019487073846460945
leaf_weight=53 52 67 52 73 99 54 99 69 53 58 71 1254 63 105 58 92 416 64 55 96
leaf_count=53 52 67 52 73 99 54 99 69 53 58 71 1254 63 105 58 92 416 64 55 96
internal_value=0 0.00163245 0.00167213 0.00098247 0.00171864 0.00128634 0.00173627 0.000788145 0.000835305 0.00068846 0.000990156 0.00174964 0.00178584 0.00167729 0.00180837 0.00110243 0.00161621 0.00153385 0.00153502 0.0018336
internal_weight=0 2695 2574 308 2297 277 2245 121 255 131 124 2146 1430 716 1312 159 515 118 118 201
internal_count=3003 2695 2574 308 2297 277 2245 121 255 131 124 2146 1430 716 1312 159 515 118 118 201
is_linear=0
shrinkage=0.0032998


Tree=4614
num_leaves=25
num_cat=0
split_feature=4 123 13 4 13 150 13 4 42 150 43 43 13 13 1446 1212 1212 43 160 160 51 4 4 4
split_gain=19.3669 5.16673 3.34624 1.54345 1.66186 1.52166 1.0454 0.913307 0.888577 0.873437 0.682503 0.667375 0.803372 0.759364 0.599965 0.43381 0.542766 0.53132 1.66568 0.757581 0.413927 0.300348 0.0918638 0.0345267
threshold=0.31392000000000003 1.0000000180025095e-35 -0.27740999999999993 -0.068329999999999988 -0.05461499999999999 0.083435000000000023 -0.097214999999999982 0.046185000000000004 0.097025000000000014 0.08486500000000001 -0.23287499999999997 -0.051239999999999987 -0.27740999999999993 -0.076349999999999987 0.037915000000000011 -0.0049949999999999986 -0.089309999999999987 -0.040494999999999996 -0.08070999999999999 -0.019279999999999995 -0.085594999999999991 0.067120000000000013 0.50609000000000004 0.19778000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 7 8 -4 14 10 -3 -6 13 -13 -2 20 16 -8 18 -17 -19 -5 -9 -14 -23
right_child=11 9 3 4 5 -7 15 21 -10 -11 -12 12 22 -15 -16 17 -18 19 -20 -21 -22 23 -24 -25
leaf_value=0.00083261613588204975 0.00068678898674309448 0.0010634522519607254 0.0019759440837132294 0.0017853234742899698 0.0017603881114702502 0.00083509092462319401 0.001595786273736532 0.0011776449332486119 0.00099112147931683598 0.00054705969658821454 0.0013707066341912496 0.00037324073508741834 0.00078264350256250189 0.00017295602912610096 0.0018939279075495341 0.0009004310392714995 0.0020202163308388962 0.0018828361277369527 0.0015559377072911357 0.0015594379436777658 0.0015266677819376481 0.0015174958501416422 0.00095719945290264599 0.0013837246244413754
leaf_weight=80 60 100 80 82 57 66 91 76 60 56 382 52 87 66 71 52 53 95 231 505 436 55 58 52
leaf_count=80 60 100 80 82 57 66 91 76 60 56 382 52 87 66 71 52 53 95 231 505 436 55 58 52
internal_value=0 0.00146164 0.00149768 0.00151944 0.00144373 0.00130733 0.00161084 0.0015435 0.00136972 0.000878306 0.00142138 0.000606128 0.000726328 0.000417918 0.00160707 0.00158237 0.00175224 0.00155463 0.00143562 0.0016107 0.00156768 0.00133873 0.000852709 0.00145281
internal_weight=0 2680 2524 2444 1337 565 1107 772 499 156 439 323 197 126 589 1027 144 883 283 600 518 183 145 107
internal_count=3003 2680 2524 2444 1337 565 1107 772 499 156 439 323 197 126 589 1027 144 883 283 600 518 183 145 107
is_linear=0
shrinkage=0.0032998


Tree=4615
num_leaves=22
num_cat=0
split_feature=4 12 150 12 13 51 4 4 49 0 49 0 12 403 12 0 0 157 475 13 0
split_gain=15.9488 4.7359 3.56736 2.41487 1.83278 1.4315 1.37326 1.5821 1.47527 0.91228 0.722299 0.712863 0.64314 0.565238 0.721253 0.382636 0.471456 0.369396 0.312052 0.202518 0.14219
threshold=0.31392000000000003 0.056995000000000011 0.089155000000000012 0.13642500000000005 0.053700000000000005 -0.093449999999999991 0.0019650000000000002 -0.16236499999999995 -0.0058449999999999986 -0.14680499999999999 0.085350000000000023 0.10923000000000001 0.09091500000000001 -0.092059999999999989 0.085585000000000008 -0.036459999999999992 -0.10726999999999999 -0.077294999999999989 -0.071179999999999979 -0.065539999999999987 -0.19166999999999998
decision_type=2 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 15 -1 7 -7 -9 -3 -8 12 13 14 -11 16 20 -15 -14 -20 -2
right_child=4 3 -4 -5 -6 6 10 8 -10 11 -12 -13 18 17 -16 -17 -18 -19 19 -21 -22
leaf_value=0.0015607855068888591 0.00064005874273513445 0.0018453779890761106 0.00045973715774001934 0.00077623385828777015 4.8294723872133732e-05 0.0013316450749822171 0.0016606140879717539 0.0011174245011937054 0.00047366839189133905 0.00097296807042314296 0.0011243590999570736 0.0017477905368094009 0.0015846406492602873 0.0016457327754818506 0.0014573999505625799 0.00094799748571472702 0.00042832770417921596 0.0014760061086536984 0.0014011064100865767 0.001289815636342082 0.00086556334360819926
leaf_weight=94 62 62 85 60 59 82 58 71 86 52 53 78 61 179 97 52 79 719 317 448 64
leaf_count=94 62 62 85 60 59 82 58 71 86 52 53 78 61 179 97 52 79 719 317 448 64
internal_value=0 0.00135868 0.00107973 0.00142985 0.00057343 0.00119834 0.0011009 0.000959573 0.000765018 0.00144931 0.00140488 0.00143671 0.00142374 0.00147842 0.00128857 0.000693849 0.00062921 0.00150988 0.00135438 0.00133598 0.00075488
internal_weight=0 2602 529 2073 316 444 350 239 157 2013 111 1951 1873 1047 149 257 205 898 826 765 126
internal_count=2918 2602 529 2073 316 444 350 239 157 2013 111 1951 1873 1047 149 257 205 898 826 765 126
is_linear=0
shrinkage=0.0032998


Tree=4616
num_leaves=16
num_cat=0
split_feature=15 51 15 4 12 2 42 48 12 12 15 4 42 4 42
split_gain=0.431688 0.432991 0.736632 0.469805 0.371694 0.364544 0.409417 0.324251 0.37302 0.206068 0.19241 0.237525 0.148314 0.244564 0.0808991
threshold=-0.42075999999999997 0.10692000000000002 -0.070454999999999976 -0.4950449999999999 -0.14392999999999997 0.12068000000000001 -0.14592499999999997 -0.085909999999999986 0.084130000000000024 0.085075000000000026 -0.46645999999999993 0.62426000000000015 0.095935000000000006 0.094220000000000012 0.084855000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 14 9 -5 6 -6 -8 -9 -2 11 -1 13 -7 -3
right_child=1 2 -4 4 5 12 7 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.011478960378504864 0.013919043203290611 0.0062673587180223809 -0.0089257066221588681 0.02341972033057842 0.020923616607756861 -0.01063152966960685 0.022018036384797872 0.0046155508175055532 0.010027132179327793 0.028172334494235132 -0.0073633419480046884 -0.0038694546561923318 0.0077824729055614734 0.0056798080508237989 0.014866314749142141
leaf_weight=63 66 63 97 52 87 52 54 470 1572 52 58 52 65 52 63
leaf_count=63 66 63 97 52 87 52 54 470 1572 52 58 52 65 52 63
internal_value=0 0.00920623 0.00208802 0.00983493 0.00932465 0.00901226 0.00959536 0.0091243 0.00878245 0.0202154 0.000527722 0.00452319 0.00146965 -0.00245859 0.0105811
internal_weight=0 2745 223 2522 2404 2352 2183 2096 2042 118 173 115 169 104 126
internal_count=2918 2745 223 2522 2404 2352 2183 2096 2042 118 173 115 169 104 126
is_linear=0
shrinkage=0.16829


Tree=4617
num_leaves=14
num_cat=0
split_feature=151 13 9 34 51 4 0 51 42 0 14 42 1
split_gain=0.40526 1.26967 0.370428 0.488554 0.304739 0.321319 0.430356 0.335556 0.3336 0.282744 0.22834 0.234089 0.109892
threshold=0.05680000000000001 -0.0065549999999999992 -0.079919999999999977 -0.023104999999999997 0.22855500000000004 0.31392000000000003 -0.14820499999999998 0.078960000000000016 -0.14592499999999997 -0.12851999999999997 -0.41608999999999996 0.088060000000000013 0.11849500000000002
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 -8 -10 -7 12 -12
right_child=1 -3 3 4 -6 10 8 -9 9 -11 11 -13 -14
leaf_value=0.02164675430504593 0.011188690136729589 -0.020276343155794484 -0.0073302908701230809 0.023441908290851344 -0.0048439396896672723 0.011082693302576024 0.01835057795449117 0.007907089575793308 -0.0015264639146419937 0.0079968345676937527 0.0088937998974155403 -0.0095866691867237119 -0.0013810410210190901
leaf_weight=53 92 60 62 95 53 60 85 68 92 2021 55 59 63
leaf_count=53 92 60 62 95 53 60 85 68 92 2021 55 59 63
internal_value=0 -0.0012199 0.00769523 0.00742201 0.00776771 0.00802568 0.0086189 0.0169721 0.00799862 0.00758134 0.00210846 -0.000923503 0.00339285
internal_weight=0 152 2766 2713 2651 2598 2361 163 2198 2113 237 177 118
internal_count=2918 152 2766 2713 2651 2598 2361 163 2198 2113 237 177 118
is_linear=0
shrinkage=0.16829


Tree=4618
num_leaves=26
num_cat=0
split_feature=39 13 0 0 52 31 39 123 43 0 0 0 151 0 13 49 51 43 1212 43 13 52 13 52 456
split_gain=18.4301 13.5574 4.61651 2.32826 3.0089 1.66572 2.01938 1.52809 1.52439 1.47605 1.37636 1.19579 1.4107 1.64545 0.973639 0.925402 0.798933 0.597687 0.526638 0.501211 0.419393 0.381847 0.314748 0.274564 0.16752
threshold=0.085285000000000014 -0.16392499999999996 -0.22745499999999999 -0.073574999999999988 -0.45635499999999996 -1.0000000180025095e-35 0.11742500000000002 0.083935000000000023 0.056805000000000008 -0.00077999999999999999 0.048595000000000006 -0.09633499999999999 -0.065174999999999983 -0.14920999999999998 -0.014114999999999997 -1.0000000180025095e-35 -0.092879999999999976 -0.079714999999999994 0.11367500000000001 -0.026789999999999998 -0.083849999999999994 0.14873500000000003 0.0031100000000000004 0.11008000000000001 0.087615000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 15 11 22 -2 7 -7 -1 16 -11 12 -4 -14 -15 -3 -6 -9 20 -12 24 -22 -5 -18 -13
right_child=5 2 3 4 9 6 -8 17 -10 10 19 18 13 14 -16 -17 23 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.00062615156774790222 0.00049814223967090999 0.0010198311971400991 0.0013810796524167345 0.0020698951403295522 0.0015286303168187327 0.0017768152693391247 0.00061520688600353213 0.0008916255735143461 0.0013329341607395901 0.00097049833488682539 0.0013901639280015749 0.0021812348461768376 0.0023486513759633483 0.0019476227604059767 0.0014899721493413019 0.0016110605397379825 0.0018077175845703376 0.0013547097033372335 0.0017294828872490033 0.0018530896008917292 0.0020641220733914794 0.0018860528843920598 0.0024059973276678664 0.002046627015500057 0.0019802909597647252
leaf_weight=93 59 66 60 65 97 52 64 68 52 54 52 388 79 153 77 52 173 56 52 52 687 169 62 80 56
leaf_count=93 59 66 60 65 97 52 64 68 52 54 52 388 79 153 77 52 173 56 52 52 687 169 62 80 56
internal_value=0 0.00186098 0.00191847 0.0019504 0.00177915 0.000995964 0.0011182 0.0013009 0.000879861 0.0016653 0.00139954 0.00201357 0.00184615 0.00193634 0.00179456 0.00128067 0.00178518 0.00110104 0.00205923 0.00162197 0.0020724 0.00202901 0.00223425 0.0018834 0.00215597
internal_weight=0 2619 2474 2356 635 299 240 176 145 508 158 1721 369 309 230 118 350 124 1352 104 1300 856 127 253 444
internal_count=2918 2619 2474 2356 635 299 240 176 145 508 158 1721 369 309 230 118 350 124 1352 104 1300 856 127 253 444
is_linear=0
shrinkage=0.0032998


Tree=4619
num_leaves=21
num_cat=0
split_feature=2 2 2 0 2 0 14 0 15 15 2 403 42 2 2 47 52 2 2 0
split_gain=17.5266 6.70394 3.49208 3.38254 2.39939 2.17216 1.7037 1.43668 1.05861 0.726564 0.666326 0.46692 0.447176 0.364625 0.430471 0.319251 0.285115 0.251781 0.231274 0.227657
threshold=0.12026500000000001 -1.0000000180025095e-35 0.099965000000000012 -0.13165999999999997 0.16730000000000003 -0.084114999999999981 0.076450000000000004 -0.105195 -0.036279999999999993 -0.097794999999999979 0.13501500000000002 -0.53473999999999988 -0.068499999999999991 0.10301500000000001 0.10682000000000001 0.11224000000000002 -0.054584999999999995 0.086545000000000025 -0.14847999999999997 -0.06884499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 6 16 5 -2 7 9 18 -3 -7 -9 -5 -14 -15 17 -4 -13 -1 -16
right_child=4 2 3 12 -6 10 -8 11 -10 -11 -12 15 13 14 19 -17 -18 -19 -20 -21
leaf_value=0.0011180388445951144 0.00068111477009549955 0.0017425157735342259 0.001250554312472861 0.0019360389772573015 0.00039999173852573957 0.0015650017512224806 0.002292986801150225 0.0015675984323457867 0.0014677287530309921 0.0012848052937294711 0.0011298503048183691 0.0018958748382474034 0.0013784447373499111 0.0019028228354854811 0.0014320491083289811 0.0016241545566896996 0.0009514491169021293 0.0018082690806289021 0.00083949885736688272 0.0016914676671391251
leaf_weight=60 101 71 64 65 77 63 81 72 69 83 101 769 53 71 63 72 80 729 75 99
leaf_count=60 101 71 64 65 77 63 81 72 69 83 101 769 53 71 63 72 80 729 75 99
internal_value=0 0.00170876 0.00175815 0.00151119 0.000913473 0.00106254 0.00182326 0.00180206 0.00113426 0.00149606 0.00129723 0.00183074 0.00168609 0.00162915 0.00168603 0.00184278 0.00108463 0.00185327 0.000963555 0.0015908
internal_weight=0 2576 2372 495 342 265 1877 1796 204 154 164 1642 351 286 233 1570 144 1498 135 162
internal_count=2918 2576 2372 495 342 265 1877 1796 204 154 164 1642 351 286 233 1570 144 1498 135 162
is_linear=0
shrinkage=0.0032998


Tree=4620
num_leaves=26
num_cat=0
split_feature=1 3 4 4 123 10 0 41 12 4 1 15 133 155 151 124 159 0 0 43 133 1 159 4 0
split_gain=24.7166 5.79288 3.36051 2.41683 1.78466 1.26045 0.920702 1.39197 0.891408 1.07541 0.824519 0.794815 0.651497 0.538959 0.515545 0.499661 0.465634 0.929264 0.42457 0.408334 0.364298 0.313113 0.294134 0.274005 0.243466
threshold=0.10398500000000001 -0.049204999999999992 0.04105000000000001 0.27998000000000006 1.0000000180025095e-35 -0.00189 -0.081224999999999978 1.0000000180025095e-35 -1.0000000180025095e-35 0.27644500000000005 0.092395000000000019 -0.063834999999999989 0.031880000000000012 0.092900000000000024 -0.088949999999999987 -0.08231999999999999 0.092630000000000018 0.040570000000000002 -0.066934999999999981 -0.15450999999999995 0.087950000000000014 0.094425000000000023 0.040460000000000003 0.094220000000000012 -0.093874999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 6 -3 7 10 15 -10 14 22 -13 18 -1 -7 17 19 -2 -8 -16 -21 23 -4 -17
right_child=1 5 11 -5 -6 8 16 -9 9 -11 -12 12 -14 -15 20 24 -18 -19 -20 21 -22 -23 -24 -25 -26
leaf_value=0.0014735667249184772 0.0015714961229818481 0.00026569562779926958 0.0014359252408639078 0.00081375656605053913 0.0011013465047165234 0.00081715952080479602 0.0018258415795668473 0.0022272800959688413 0.0011163117425899093 0.00055905895824636797 0.0013022650135379413 0.00079802368067766877 0.0012749766957671363 0.0017746530425075059 0.0017551743072453502 0.00026006255022402935 0.0017983986438108925 0.0012273003394359097 0.0011495115122595236 0.0015098546708507082 0.0015797545051862351 0.0017353485413245163 0.0015736682626751508 0.0011307581153170024 0.00055914271373914384
leaf_weight=101 53 89 75 88 69 52 65 53 93 64 61 58 69 52 760 53 78 98 53 443 161 82 67 59 69
leaf_count=101 53 89 75 88 69 52 65 53 93 64 61 58 69 52 760 53 78 98 53 443 161 82 67 59 69
internal_value=0 0.000850635 0.00157269 0.00125289 0.00162421 0.000614944 0.00164316 0.00170311 0.000708744 0.000889376 0.00167742 0.00126294 0.00105743 0.00149725 0.00169978 0.000545557 0.00155422 0.00152649 0.00136084 0.00157613 0.00172455 0.00154514 0.00139261 0.00130182 0.000429503
internal_weight=0 666 2299 246 1971 420 1902 1136 331 157 1083 328 127 158 1022 174 766 688 106 590 921 525 201 134 122
internal_count=2965 666 2299 246 1971 420 1902 1136 331 157 1083 328 127 158 1022 174 766 688 106 590 921 525 201 134 122
is_linear=0
shrinkage=0.0032998


Tree=4621
num_leaves=19
num_cat=0
split_feature=4 39 43 147 3 3 1 51 15 4 1212 1212 1 480 41 402 3 48
split_gain=0.651112 0.631549 0.518106 0.441742 0.340526 0.519285 0.3595 0.335473 0.332368 0.410634 0.315743 0.40449 0.335793 0.315789 0.355062 0.200699 0.169655 0.161243
threshold=0.31392000000000003 0.08456000000000001 -0.085154999999999995 0.090635000000000007 -0.0037099999999999998 0.14813000000000001 0.096255000000000021 -1.0000000180025095e-35 -0.43587999999999999 0.51395000000000002 -0.0087749999999999981 -0.087844999999999993 0.11597500000000001 -0.060589999999999998 0.075585000000000013 0.11844500000000001 -0.029394999999999998 0.087730000000000016
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 10 6 7 -6 9 -2 11 15 13 -12 -15 -1 -10 -4
right_child=8 2 17 -5 5 -7 -8 -9 16 -11 12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.0073603946159997964 0.019371773730811497 -0.01049332674919793 0.013928939014186452 -0.00343836374074597 0.0087280865258438211 0.0049176901262147112 0.032484940550826444 0.02458090484650682 -0.0094684504608684699 0.0017386403391753543 -0.0009032734568624653 0.028001118900651871 0.023166123827385043 0.01016144249312741 0.021725321191662761 0.02059865651565481 0.0018257474017831965 0.0019919416523900817
leaf_weight=88 60 65 64 53 71 70 62 82 61 100 69 70 59 1697 79 52 98 65
leaf_count=88 60 65 64 53 71 70 62 82 61 100 69 70 59 1697 79 52 98 65
internal_value=0 0.0110009 0.00174671 0.0117323 0.0120682 0.0175404 0.0216418 0.0172361 0.00294456 0.00836229 0.0113296 0.0175358 0.0106442 0.0102428 0.0106768 0.0122903 -0.00249595 0.0079281
internal_weight=0 2646 194 2452 2399 285 215 153 319 160 2114 210 1904 1845 1776 140 159 129
internal_count=2965 2646 194 2452 2399 285 215 153 319 160 2114 210 1904 1845 1776 140 159 129
is_linear=0
shrinkage=0.16829


Tree=4622
num_leaves=28
num_cat=0
split_feature=1 1 12 14 4 4 4 43 4 4 133 158 40 43 4 3 3 15 43 15 12 1429 52 51 4 52 12
split_gain=29.6781 7.63589 6.72362 3.06006 2.69578 1.99013 1.28482 1.93901 0.910857 0.85551 0.808815 0.791562 0.777606 0.682998 0.62301 0.525692 1.02776 0.461312 0.48859 0.446853 0.431735 0.349445 0.39808 0.338957 0.366434 0.222074 0.158884
threshold=0.12448500000000001 0.10075500000000003 0.085845000000000019 0.064610000000000015 0.40996000000000005 0.036605000000000006 -0.111135 -0.033049999999999989 0.018150000000000003 0.028075000000000006 -1.0000000180025095e-35 0.078875000000000015 -0.080519999999999994 0.012835000000000001 -0.50139499999999992 0.11878500000000002 1.0000000180025095e-35 -0.41725999999999991 -0.051239999999999987 0.087885000000000019 0.084805000000000005 0.087765000000000024 -0.5320649999999999 -0.036744999999999993 0.18572000000000002 -0.42058999999999996 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 5 8 6 7 -1 -2 25 13 23 -3 20 -9 16 -14 18 -6 -15 -8 22 -12 -7 26 -4 -25
right_child=4 2 9 -5 17 11 10 14 -10 -11 21 -13 15 19 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=0.0013770342011633159 0.0010608909046830302 0.001001806697450737 0.0021743442598203557 0.0027551287626311396 0.00056927516425034667 0.0015641172144620743 0.0025847511594022901 0.002380463427387089 0.0016420179155890331 0.0018700048995551925 0.0024250861745291358 0.0021546651627090316 0.0013180243944602601 0.0023094598043115785 0.00188248709883775 0.0011787808910484997 0.0019090861143700351 0.0004281788675808195 0.0010046918747335424 0.0019758147937072616 0.0023162944877787323 0.0018821489597520662 0.0021408115620320683 0.0021083619726773258 0.001636105639501229 0.002463268320915586 0.0018415075912261024
leaf_weight=54 63 60 69 89 53 61 85 58 56 84 59 85 83 82 54 62 53 53 61 100 329 55 941 52 55 56 53
leaf_count=54 63 60 69 89 53 61 85 58 56 84 59 85 83 82 54 62 53 53 61 100 329 55 941 52 55 56 53
internal_value=0 0.00207334 0.00168958 0.00215435 0.00095483 0.00212915 0.00217073 0.00189248 0.00133466 0.00212978 0.00219869 0.00188209 0.00133285 0.00229669 0.00214068 0.00143299 0.00154862 0.000683962 0.00080257 0.00212633 0.0023715 0.00214329 0.00215762 0.00177709 0.00185807 0.00230406 0.001974
internal_weight=0 2679 467 2212 286 2123 1817 166 119 209 1651 306 258 596 112 198 136 167 114 182 414 1055 1000 221 160 125 105
internal_count=2965 2679 467 2212 286 2123 1817 166 119 209 1651 306 258 596 112 198 136 167 114 182 414 1055 1000 221 160 125 105
is_linear=0
shrinkage=0.0032998


Tree=4623
num_leaves=29
num_cat=0
split_feature=3 3 39 0 42 16 160 41 16 3 0 3 39 0 16 160 16 52 16 49 49 52 0 52 52 52 52 16
split_gain=20.1992 5.8653 7.40035 5.38298 3.34913 1.97966 1.80776 1.50544 1.14952 1.1456 1.41917 1.50812 1.12713 1.11138 0.826125 0.683021 0.534369 0.533727 0.515403 0.710462 0.450138 0.371772 0.359023 0.357321 0.28746 0.675065 0.0987426 0.0684474
threshold=-0.059315 0.28833000000000003 0.082765000000000019 -0.07087499999999998 -0.032499999999999994 -0.5103049999999999 -0.021314999999999997 1.0000000180025095e-35 -0.082244999999999985 0.11878500000000002 -0.079249999999999987 0.083395000000000011 0.088755000000000014 -0.10998999999999999 -0.27157999999999993 -0.54243999999999992 0.0097750000000000007 0.12411500000000002 -0.010034999999999999 -1.0000000180025095e-35 0.093290000000000012 -0.13047499999999998 -0.080499999999999988 0.43161000000000005 -0.53896499999999992 -0.07167999999999998 0.089015000000000025 0.08215500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 5 -4 -1 -5 15 -8 10 18 -12 -6 -3 -14 -7 17 21 19 -2 24 -17 -18 -19 -10 -26 -27 -24
right_child=1 13 4 6 12 7 8 -9 20 -11 11 -13 14 -15 -16 16 22 23 -20 -21 -22 -23 27 -25 25 26 -28 -29
leaf_value=0.0013670837382273985 0.0017834341075344223 0.00091202446167041077 0.0017553733753000557 0.0011827775780028468 0.0011371587804905093 0.0023515622239337064 0.00124661118200996 0.002519503785868456 0.0020093266449027623 0.0013634506384105677 0.0010693210652199638 0.0018395396670849052 0.00038281952682523714 0.00027936240463212768 0.00088304839992161014 0.0022941684056066248 0.0016812020393680727 0.0016903848290441812 0.0016915782402136426 0.0022363874684265561 0.0014914600047222343 0.0020203273172248177 0.0018685242075038 0.0020159721273375758 0.0014637375161331129 0.0020087628241951838 0.0018106452126810525 0.0020393762657447459
leaf_weight=53 67 71 54 94 89 58 53 63 74 89 52 60 64 53 83 59 99 91 66 90 52 1062 61 65 58 55 70 60
leaf_count=53 67 71 54 94 89 58 53 63 74 89 52 60 64 53 83 59 99 91 66 90 52 1062 61 65 58 55 70 60
internal_value=0 0.00130486 0.00141995 0.0019099 0.00101344 0.0019967 0.00159174 0.0020173 0.00169784 0.0016979 0.00178665 0.00148225 0.000843521 0.000641897 0.000665501 0.00199693 0.00198317 0.00200933 0.00193937 0.00204331 0.00177512 0.00203477 0.00183115 0.00182627 0.00183237 0.00176062 0.0018981 0.00195354
internal_weight=0 838 714 2127 290 1671 456 1618 362 424 335 112 236 124 147 1555 1497 1277 223 157 309 1121 220 156 257 183 125 121
internal_count=2965 838 714 2127 290 1671 456 1618 362 424 335 112 236 124 147 1555 1497 1277 223 157 309 1121 220 156 257 183 125 121
is_linear=0
shrinkage=0.0032998


Tree=4624
num_leaves=31
num_cat=0
split_feature=1 52 2 39 2 2 39 0 13 4 52 2 52 4 16 15 52 52 4 4 1446 1 13 160 2 133 1 16 0 0
split_gain=34.5919 6.1193 4.46458 3.49581 2.57142 2.33967 2.00582 1.93901 1.58017 1.35128 1.49875 1.00788 0.911906 0.853488 0.81889 1.63309 0.711519 1.17639 0.674006 0.69849 0.824527 0.550546 0.507286 0.504166 0.488631 0.657581 0.432515 0.428338 0.300372 0.233905
threshold=0.10398500000000001 -0.41694999999999993 0.093320000000000014 0.087735000000000021 1.0000000180025095e-35 -0.0050599999999999994 0.08252000000000001 -0.077574999999999991 -0.0042049999999999995 -0.013125 0.042815000000000006 0.11366500000000002 -0.090304999999999983 -0.10429499999999998 0.067035000000000011 0.085550000000000015 0.10024500000000001 -0.24334999999999998 0.053925000000000008 -0.0083549999999999978 0.084465000000000012 0.12466500000000001 -0.049994999999999991 -1.0000000180025095e-35 0.13881000000000002 0.087045000000000025 0.08776500000000001 -0.0021749999999999994 -0.088329999999999978 -0.087809999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 13 21 11 12 16 -11 -1 15 -9 17 -4 19 20 26 -6 -17 -10 25 -5 -15 28 -21 -12
right_child=1 3 6 24 8 -7 -8 14 23 10 29 -13 -14 18 -16 22 -18 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0024325111363228363 0.00194535371943267 0.00095758380385654505 0.0017744922518283046 0.00086355611764288114 0.00082355693175827354 0.0017908831956158825 0.001138004141830054 0.0011304293676778936 0.0013982939337667342 0.0016393309746513605 0.0019660305468649987 0.0015012499369358209 0.0011364041249744391 0.0019821003298229217 0.0020485227148103759 0.001596958709677847 0.0017334543211429234 0.0023373477075271068 0.0017093433192007675 0.0021641717141476094 0.0022718981615773705 0.0003958999100511106 0.0020205612137332487 0.00098184649140637369 0.0002689951340966632 0.0003700950472846556 0.0017802705426604878 0.0023819664172986862 0.001905301931840855 0.0016668685850739051
leaf_weight=55 71 65 73 67 75 85 72 57 52 68 67 67 95 663 58 64 99 93 78 188 96 59 62 84 55 53 145 75 70 54
leaf_count=55 71 65 73 67 75 85 72 57 52 68 67 67 95 663 58 64 99 93 78 188 96 59 62 84 55 53 145 75 70 54
internal_value=0 0.00102926 0.00188344 0.000919881 0.00108323 0.00143002 0.0016606 0.00197858 0.000890433 0.00172163 0.00155378 0.0018651 0.00134643 0.00202673 0.00170471 0.00159555 0.00195696 0.00209004 0.00200973 0.00202864 0.00198058 0.000635523 0.00180568 0.00114134 0.000527649 0.000645904 0.00194592 0.00215902 0.00209407 0.00183281
internal_weight=0 666 2299 595 420 150 688 1611 270 616 284 332 163 1370 241 183 265 166 1315 1237 904 134 126 136 175 120 808 333 258 121
internal_count=2965 666 2299 595 420 150 688 1611 270 616 284 332 163 1370 241 183 265 166 1315 1237 904 134 126 136 175 120 808 333 258 121
is_linear=0
shrinkage=0.0032998


Tree=4625
num_leaves=22
num_cat=0
split_feature=1 1 10 3 39 39 1 42 3 13 14 0 1 42 16 3 0 16 3 52 3
split_gain=24.5715 3.52613 2.09181 1.98833 1.57513 1.09405 1.09288 0.9927 1.00672 0.63373 0.670148 1.13348 1.50021 0.769218 0.552018 0.51293 0.791609 0.431489 0.510409 0.388317 0.275874
threshold=0.10398500000000001 0.13074500000000003 -0.088499999999999981 -0.029394999999999998 0.0047850000000000011 0.08955500000000001 0.086215000000000014 0.12334500000000002 0.10402500000000002 0.036560000000000002 0.073890000000000011 -0.10594499999999998 0.083670000000000008 0.084855000000000014 -0.15105999999999997 -0.08322499999999998 0.019150000000000004 0.060835000000000007 -0.090104999999999977 0.081945000000000018 0.040040000000000006
decision_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 15 7 -4 -6 8 9 10 11 12 -1 -13 -5 16 -2 18 19 -11 -16
right_child=1 2 5 14 6 -7 -8 -9 -10 17 -12 13 -14 -15 20 -17 -18 -19 -20 -21 -22
leaf_value=0.0016512345242536497 0.0008770027235821059 -4.3327719480333242e-05 0.00091509431697433901 0.0010020857140342957 0.0015056290891921668 0.00039968436552979819 0.0009074218899038269 0.0011529767054081362 0.0011457724320202722 0.0015143286315284037 0.0019516036927956933 0.0017187783151223113 0.00099034393701362151 0.0015708390815271644 0.00053339833576250724 0.0014373340208981031 0.0014169220268086223 0.0012453002375982236 0.0012957927643239323 0.0018767416646661547 0.00083735482473379418
leaf_weight=80 70 55 103 91 68 80 66 58 54 88 68 743 71 812 75 91 52 77 66 53 59
leaf_count=80 70 55 103 91 68 80 66 58 54 88 68 743 71 812 75 91 52 77 66 53 59
internal_value=0 0.00084397 0.000520363 0.00101973 0.00155958 0.000689971 0.00121125 0.00158107 0.00159281 0.00160453 0.00162787 0.00161494 0.00134072 0.00164155 0.000802974 0.00124854 0.00110742 0.00145861 0.00153778 0.0016508 0.000667493
internal_weight=0 676 238 438 2304 183 134 2170 2112 2058 1774 1706 151 1555 225 213 122 284 207 141 134
internal_count=2980 676 238 438 2304 183 134 2170 2112 2058 1774 1706 151 1555 225 213 122 284 207 141 134
is_linear=0
shrinkage=0.0032998


Tree=4626
num_leaves=18
num_cat=0
split_feature=9 3 43 13 16 474 3 0 15 0 16 52 41 148 3 12 12
split_gain=0.919265 0.550693 0.449392 0.358167 0.339946 0.439378 0.345113 0.669572 0.557666 0.466211 0.355602 0.329475 0.263115 0.232897 0.202068 0.791332 0.234267
threshold=-0.084439999999999987 -0.026279999999999998 -0.50775499999999985 -0.15325499999999995 0.11160500000000002 0.084655000000000022 0.12478500000000002 -0.076589999999999978 -0.018024999999999996 -0.10998999999999999 -0.116045 -0.21119499999999997 0.075585000000000013 -0.083929999999999991 -0.10690999999999999 0.085465000000000013 0.083785000000000012
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 7 8 10 -8 -3 -6 13 -5 15 -15 -16
right_child=1 4 3 12 11 -7 9 -9 -10 -11 -12 -13 -14 14 16 -17 -18
leaf_value=-0.0060788130931506397 0.0010688135840337164 0.0051805192294482631 0.0023159930732150544 0.026573680889121591 0.0098494207692460412 -0.0052813959315785135 -0.0039274812985573629 -0.0010508802984964291 0.032132451832872833 0.015622431371733973 0.019359438026086504 0.027313897969740254 0.025907933830258995 -0.0077267180511083576 0.0233658958675961 0.016114327054998243 0.015313584007521117
leaf_weight=67 63 95 57 53 70 64 99 78 53 53 107 55 72 52 110 162 1670
leaf_count=67 63 95 57 53 70 64 99 78 53 53 107 55 72 52 110 162 1670
internal_value=0 0.0138406 0.0151116 0.0155173 0.00961593 0.00780659 0.00953737 0.0125719 0.016746 0.00287745 0.0127 0.0175482 0.0158716 0.0155177 0.0152229 0.0103128 0.0158122
internal_weight=0 2913 2239 2176 674 549 485 333 255 152 202 125 2119 2047 1994 214 1780
internal_count=2980 2913 2239 2176 674 549 485 333 255 152 202 125 2119 2047 1994 214 1780
is_linear=0
shrinkage=0.16829


Tree=4627
num_leaves=29
num_cat=0
split_feature=1 3 123 10 4 4 0 43 4 3 4 0 0 0 4 158 4 13 3 49 43 15 131 123 130 0 4 43
split_gain=38.6127 7.64928 3.47789 2.90068 2.97737 2.15364 1.66996 1.90794 1.78751 1.73494 1.14442 0.978975 0.983475 0.761545 0.56919 0.597617 0.549929 0.448717 0.455088 0.421703 0.595718 0.34629 0.302562 0.246607 0.241669 0.261136 0.221765 0.182582
threshold=0.10398500000000001 -0.063264999999999988 1.0000000180025095e-35 -1.0000000180025095e-35 0.50541500000000006 0.41165000000000002 -0.071299999999999988 -0.083479999999999985 -0.085474999999999982 0.088880000000000015 -0.49010499999999996 -0.10228499999999999 -0.14820499999999998 -0.10998999999999999 0.046185000000000004 0.078875000000000015 -0.040394999999999993 -0.085414999999999991 -0.086284999999999987 0.10208500000000002 0.054875000000000007 -0.066784999999999983 0.092255000000000018 0.081180000000000016 -0.004729999999999999 -0.081644999999999981 0.078235000000000013 -0.035884999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 23 11 16 8 -8 13 14 -9 12 -5 -1 17 26 -2 18 -10 20 27 -18 -19 -3 -15 -26 -16 -12
right_child=1 3 -4 4 -6 -7 7 10 9 -11 19 -13 -14 24 15 -17 21 22 -20 -21 -22 -23 -24 -25 25 -27 -28 -29
leaf_value=0.002360758397417393 0.0017845963876522873 -6.1083646501169979e-05 0.0010958028558479651 0.0010039732064824405 0.00024363521804336656 0.00078825218983704206 0.0011442090919505975 0.0019974760799892745 0.002146236994831718 0.0012128983936342075 0.0016473191401317625 0.0011800774463773108 0.00047106665966538516 0.0017771499483182926 0.0013340548855208083 0.001875335227840847 0.0015681868647026362 0.0017302433493627909 0.0018398090671014364 0.0012904445474880778 0.0013300642689080277 0.0011843166963106428 0.0019045974696599733 0.00025683066676029768 0.0021886320091674934 0.0018744121573069359 0.0015993969788706528 0.0019074655881653844
leaf_weight=64 57 53 94 80 101 60 95 89 66 64 78 95 72 67 59 66 53 759 303 52 52 52 132 53 60 61 91 52
leaf_count=64 57 53 94 80 101 60 95 89 66 64 78 95 72 67 59 66 53 759 303 52 52 52 132 53 60 61 91 52
internal_value=0 0.000821429 0.00171845 0.000575836 0.000721422 0.00132352 0.00174491 0.00155645 0.00178886 0.00174654 0.00167759 0.00091665 0.000751776 0.0020473 0.00176966 0.00161156 0.00152155 0.00179673 0.00189471 0.00155577 0.00163139 0.00137842 0.00175611 9.75412e-05 0.00194041 0.00203051 0.00149526 0.00175165
internal_weight=0 676 2304 454 348 222 2210 418 1792 1540 323 247 152 252 1476 216 162 1260 369 234 182 105 891 106 188 121 150 130
internal_count=2980 676 2304 454 348 222 2210 418 1792 1540 323 247 152 252 1476 216 162 1260 369 234 182 105 891 106 188 121 150 130
is_linear=0
shrinkage=0.0032998


Tree=4628
num_leaves=18
num_cat=0
split_feature=2 15 376 2 150 14 2 15 2 130 16 52 1446 2 15 2 16
split_gain=26.492 12.224 6.36337 4.94947 2.96214 2.72299 2.09513 1.80917 1.75056 1.21049 1.67525 1.98396 0.615998 0.483324 0.457796 0.395845 0.145819
threshold=0.12414000000000001 -0.41956999999999994 0.076485000000000011 0.10179000000000001 1.0000000180025095e-35 0.073890000000000011 0.14808000000000002 -0.13843999999999998 -1.0000000180025095e-35 0.015470000000000001 0.25968500000000005 0.0062600000000000008 0.037915000000000011 0.094765000000000016 -0.0065999999999999991 0.31115000000000004 0.62619000000000014
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 9 8 7 -2 -3 10 11 -5 13 -10 -14 -8 -12
right_child=6 2 -4 4 -6 -7 15 -9 12 -11 16 -13 14 -15 -16 -17 -18
leaf_value=0.00038227586971350142 0.00035299893588060314 0.001186223735313578 0.00073628284822960005 0.00073871095973568487 0.00065255163639930253 0.0022176003641263421 0.00032019946186712209 0.0010478399216486598 0.001650944451662486 0.0017711929510817166 0.0014866164544277954 0.0014448496054494382 0.0016323940939374437 0.0014720395617072799 0.0019563849271940562 -4.1812848234392175e-05 0.0017199805685250641
leaf_weight=101 75 93 100 89 71 90 86 90 1452 73 78 85 82 190 120 53 52
leaf_count=101 75 93 100 89 71 90 86 90 1452 73 78 85 82 190 120 53 52
internal_value=0 0.00150884 0.00155302 0.001586 0.00127178 0.00165543 0.000480713 0.000732217 0.00162929 0.0013883 0.00129624 0.00108387 0.00165162 0.00163026 0.00182504 0.000181913 0.00158023
internal_weight=0 2676 2575 2475 448 2027 304 165 1937 377 304 174 1844 1642 202 139 130
internal_count=2980 2676 2575 2475 448 2027 304 165 1937 377 304 174 1844 1642 202 139 130
is_linear=0
shrinkage=0.0032998


Tree=4629
num_leaves=22
num_cat=0
split_feature=4 39 2 14 0 4 2 2 2 0 2 4 4 160 150 4 13 39 2 13 43
split_gain=22.2294 5.48764 3.88503 1.61825 2.2078 2.43597 1.5775 1.26636 1.45248 0.908571 0.820677 0.773939 0.865802 0.647783 0.87736 0.461933 0.418582 0.314108 0.254262 0.243287 0.237577
threshold=0.27998000000000006 0.08252000000000001 0.12068000000000001 0.073890000000000011 -0.10934999999999999 0.0019650000000000002 0.14019000000000004 -0.0050599999999999994 0.094985000000000014 -0.075914999999999996 0.14808000000000002 -0.17568999999999999 -0.081334999999999977 -0.072489999999999985 0.082590000000000011 0.053925000000000008 -0.020484999999999996 0.099350000000000008 0.098655000000000007 -0.071564999999999976 0.31405000000000005
decision_type=2 2 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 13 -3 -9 15 -4 18 -13 -2 19 20 -7 -10 -11 -15 -6
right_child=6 7 10 -5 9 16 -8 8 17 11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0010509718322480263 0.0012369285852834872 0.00076820342024046229 0.001426256620210992 0.0022160413631864108 0.0018842976463292098 0.00159300617795748 0.00041164680949916507 0.0018130380770541841 0.0013060546099090456 0.0020505509751058229 0.0009061593911320455 0.0012365683665478463 0.0016835312078305263 0.00050728908935656063 0.0011583140785039734 0.0016409995850768665 0.0019916283414188329 0.00095908356168526721 0.0017838628877345868 0.00080616308176387176 0.0016550366772264799
leaf_weight=92 61 52 90 96 1231 68 82 53 66 68 53 55 363 52 64 102 52 52 102 72 54
leaf_count=92 61 52 90 96 1231 68 82 53 66 68 53 55 363 52 64 102 52 52 102 72 54
internal_value=0 0.00171658 0.00176215 0.00179523 0.00177675 0.00145589 0.000809376 0.0012207 0.00135809 0.00181117 0.00123374 0.00170175 0.0016248 0.000940214 0.000843752 0.00185753 0.00176604 0.00115345 0.00189075 0.000681113 0.00187469
internal_weight=0 2649 2426 2283 2187 212 331 223 171 1975 143 588 418 249 188 1387 120 118 170 124 1285
internal_count=2980 2649 2426 2283 2187 212 331 223 171 1975 143 588 418 249 188 1387 120 118 170 124 1285
is_linear=0
shrinkage=0.0032998


Tree=4630
num_leaves=29
num_cat=0
split_feature=12 2 15 2 2 12 12 42 51 49 2 41 15 16 16 2 1446 1212 16 52 15 15 16 483 15 52 50 16
split_gain=23.1387 7.42307 4.91775 3.54269 3.74336 1.93425 1.66258 1.37592 1.14746 1.11946 0.977114 0.930395 0.854234 0.824814 0.892093 0.701382 0.510176 0.558198 0.566908 0.391443 0.787635 0.5275 0.38171 0.354718 0.279937 0.154326 0.304624 0.139221
threshold=0.078120000000000009 0.13501500000000002 -0.26361999999999991 0.10859000000000001 -0.0098549999999999974 -0.078454999999999983 0.092755000000000018 0.087475000000000011 -0.09193999999999998 -0.078789999999999985 0.095850000000000005 0.075585000000000013 -0.088819999999999982 -0.4193599999999999 -0.066844999999999988 0.14132000000000003 0.088585000000000011 0.087685000000000013 -0.082244999999999985 -0.072144999999999987 0.098550000000000013 -0.063834999999999989 -0.07027499999999999 -0.082434999999999981 -0.052984999999999997 0.064135000000000011 0.077920000000000003 -0.080534999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 4 -4 7 9 -1 -6 -2 12 16 -10 -8 25 22 17 23 -19 24 21 -21 -5 -11 -16 26 -15 -27
right_child=1 -3 3 15 8 -7 13 -9 10 11 -12 -13 -14 14 19 -17 -18 18 -20 20 -22 -23 -24 -25 -26 27 -28 -29
leaf_value=-5.8066938010124817e-05 0.0014639657305752579 0.00063638940563427726 0.0007909230778294392 0.0011309592213586074 0.0018887493684007707 0.00099665679783019108 0.0012357363629444851 0.00067996218720520847 0.0018694790582886424 0.002065945846249328 0.0011998065700677763 0.0022442277838784705 0.001318679919096317 0.0015817079787850299 0.0018065125925166945 0.00058980968135924632 0.0021063367367658075 0.001811642022805988 0.001350006131625668 0.0014877344431940636 0.0016997886159823307 0.0010612321198708232 0.00077780096580796565 0.0018259268243813625 0.0015548550023738266 0.0019763572123188979 0.0018845634319567771 0.0017614035303746369
leaf_weight=53 85 66 87 91 87 81 52 57 73 75 102 65 54 76 100 67 73 65 54 77 101 55 54 912 100 86 74 61
leaf_count=53 85 66 87 91 87 81 52 57 73 75 102 65 54 76 100 67 73 65 54 77 101 55 54 912 100 86 74 61
internal_value=0 0.00172696 0.00107236 0.00121606 0.00139785 0.000609474 0.00176104 0.000324046 0.00156484 0.00183231 0.00144162 0.00185745 0.00163556 0.00163989 0.00166863 0.000870313 0.00183609 0.00181822 0.00160246 0.00157247 0.00147928 0.00131029 0.000999681 0.0018442 0.00168086 0.00180871 0.00173135 0.0018874
internal_weight=0 2177 806 615 403 191 2111 110 316 1329 229 1244 127 782 730 212 1179 1106 119 433 233 132 145 987 200 297 150 147
internal_count=2983 2177 806 615 403 191 2111 110 316 1329 229 1244 127 782 730 212 1179 1106 119 433 233 132 145 987 200 297 150 147
is_linear=0
shrinkage=0.0032998


Tree=4631
num_leaves=33
num_cat=0
split_feature=3 1 43 48 43 160 4 2 2 3 150 13 4 160 3 13 2 0 1446 13 481 13 1 4 4 1 0 133 0 4 3 0
split_gain=1.48638 0.603537 0.564627 0.42383 0.407686 0.422847 0.408364 0.566942 0.399445 0.373881 0.725392 0.467464 0.466497 0.398202 0.382066 0.595112 0.539309 0.332175 0.308379 0.411527 0.247675 0.224157 0.192772 0.218272 0.188335 0.168439 0.125347 0.143565 0.124963 0.12041 0.110045 0.025488
threshold=-0.049204999999999992 0.10932500000000002 -0.079824999999999993 0.11741000000000001 -0.085594999999999991 -0.086854999999999988 0.0019650000000000002 0.096540000000000015 0.10274500000000002 -0.08867499999999999 0.082965000000000025 -0.14847499999999997 0.0033150000000000007 -0.081594999999999987 -0.13117499999999996 0.085955000000000018 0.092385000000000009 -0.061674999999999994 0.088585000000000011 -0.081124999999999989 -0.084514999999999993 -0.27740999999999993 0.088340000000000016 -0.010574999999999999 -0.080954999999999985 0.08901000000000002 -0.086244999999999974 0.087120000000000017 -0.069414999999999991 -0.077584999999999987 0.090170000000000014 -0.10147999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 9 -2 -6 7 25 -8 10 11 -1 18 -13 15 -15 -16 21 19 20 -11 -4 23 -21 -22 -7 27 31 -28 -24 -23 -14
right_child=1 2 17 -5 5 6 8 -9 -10 12 -12 13 26 14 16 -17 -18 -19 -20 22 24 30 29 -25 -26 -27 28 -29 -30 -31 -32 -33
leaf_value=0.029989839895850329 0.026579088072087368 -0.0078050525871608406 0.0042858280732245985 0.03170258798090872 0.023749767940492533 -0.010950679109872965 0.0242038427999757 0.015436322840777955 0.0063028549427125765 0.0048511791468816368 -0.0040730396108182715 0.002465777293774105 0.014631022816170298 0.036562188413671579 0.015440361411226358 0.014507493253649986 -0.0022742786354697868 -0.0025829456438156125 0.030271319330208647 0.018181188603030408 0.025343671025555785 0.010097408941272796 0.033082217732348408 0.029996835945182172 0.015378140868341083 0.0022000384383842522 0.0035398323091215007 0.022026820488657322 0.013796032076944119 0.023671774592919446 0.0205710774188392 0.0096242933333162885
leaf_weight=54 53 94 87 54 60 56 69 64 73 56 62 79 56 54 254 98 60 71 73 323 63 55 56 52 394 54 71 60 65 135 61 67
leaf_count=54 53 94 87 54 60 56 69 64 73 56 62 79 56 54 254 98 60 71 73 323 63 55 56 52 394 54 71 60 65 135 61 67
internal_value=0 0.00844708 0.00344021 0.0169421 0.0127378 0.010782 0.0083141 0.00283614 0.0150139 0.0165674 0.0132327 0.0150269 0.0180647 0.0135411 0.0154148 0.0223545 0.0120497 0.00730463 0.0196444 0.0189238 0.0154598 0.0107717 0.0220601 0.0198244 0.0167559 -0.00447854 0.0123543 0.0152424 0.0084549 0.0264403 0.0156206 0.0119184
internal_weight=0 797 368 2186 429 376 316 174 142 2132 661 599 1471 545 466 152 314 274 1152 1079 513 203 566 375 457 110 319 183 136 191 116 123
internal_count=2983 797 368 2186 429 376 316 174 142 2132 661 599 1471 545 466 152 314 274 1152 1079 513 203 566 375 457 110 319 183 136 191 116 123
is_linear=0
shrinkage=0.16829


Tree=4632
num_leaves=27
num_cat=0
split_feature=1 124 16 52 16 133 16 16 1456 4 16 1210 1213 130 1213 1 1 41 484 124 4 1213 16 4 155 43
split_gain=1.02756 0.558308 0.479753 0.678321 1.39461 0.443224 0.3438 0.296237 0.331303 0.3972 0.292031 0.26091 0.26732 0.241545 0.295503 0.222805 0.37382 0.297233 0.164436 0.150059 0.23118 0.111535 0.106137 0.0894848 0.0850208 0.0536804
threshold=0.12646500000000002 -0.076164999999999983 -0.0071849999999999995 -1.0000000180025095e-35 0.0077850000000000011 0.096875000000000017 -0.0070549999999999996 0.39813000000000004 0.056265000000000009 -0.0083149999999999977 0.10134000000000001 -0.074724999999999986 0.0041950000000000008 0.0062100000000000011 0.08900000000000001 0.10970000000000001 0.11539500000000001 0.078610000000000013 0.091180000000000011 -0.0031349999999999993 0.42118000000000005 -0.052964999999999991 -0.14463999999999996 0.018150000000000003 0.11599000000000001 -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
left_child=1 6 11 5 -5 7 22 8 9 -4 -6 21 15 14 -14 17 -17 18 -13 -2 23 -3 -1 -21 25 -9
right_child=19 2 3 4 10 -7 -8 24 -10 -11 -12 12 13 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=0.004061937478064011 0.0089813953865848714 0.018590451820683154 0.0055890583522320431 -0.020801635959728861 0.017198514138760428 -5.9271596097213029e-05 0.013846270317687042 0.019625991666913711 0.024586507453367424 0.017864681320087741 0.0021654619029630494 0.015111400948988777 -0.0025819192981834074 0.018968809428866102 0.012384393248074183 0.033434368102400761 0.014011051820260809 0.002826751134654075 0.023198210368494305 0.00045605284889287519 -0.0060929613552659113 0.028921372721833691 -0.0062769063527843031 0.0098799404980844316 0.015739724010065532 0.027231886499317515
leaf_weight=52 75 73 205 55 83 63 65 57 52 118 66 1126 67 53 84 52 62 54 77 57 92 52 61 58 70 54
leaf_count=52 75 73 205 55 83 63 65 57 52 118 66 1126 67 53 84 52 62 54 77 57 92 52 61 58 70 54
internal_value=0 0.0132153 0.0138583 0.0105162 0.00208974 0.0132903 0.00409178 0.0148062 0.0120957 0.0100792 0.0105516 0.0154752 0.0148846 0.00917964 0.00573181 0.0157322 0.0228866 0.0150819 0.0156305 0.00253149 0.00018589 0.0229025 -0.00150331 0.00522459 0.020412 0.0233423
internal_weight=0 2701 2523 823 204 619 178 556 375 323 149 1700 1575 204 151 1371 114 1257 1203 282 207 125 113 115 181 111
internal_count=2983 2701 2523 823 204 619 178 556 375 323 149 1700 1575 204 151 1371 114 1257 1203 282 207 125 113 115 181 111
is_linear=0
shrinkage=0.16829


Tree=4633
num_leaves=21
num_cat=0
split_feature=3 3 43 15 12 52 3 14 12 0 12 0 16 12 48 43 0 16 52 0
split_gain=20.7146 5.1537 3.28476 2.11828 1.5267 1.3442 1.31039 1.21556 1.98489 1.23232 0.855573 0.819564 0.770713 0.745181 0.636651 0.534206 0.477378 0.431376 0.416562 0.218326
threshold=-0.049204999999999992 0.28833000000000003 -0.033049999999999989 -0.24511999999999998 0.11819000000000002 -0.082384999999999986 0.10661500000000002 0.073890000000000011 0.078120000000000009 -0.12259499999999998 -0.094269999999999979 -0.10998999999999999 -0.088099999999999984 0.092755000000000018 0.078735000000000013 -0.085594999999999991 -0.055084999999999988 -0.073309999999999986 -0.14198999999999998 -0.096444999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 -1 7 18 14 8 -5 -10 -2 -3 -12 16 19 -14 -11 -15 -4 -7
right_child=1 11 5 4 -6 6 -8 -9 9 13 12 -13 15 17 -16 -17 -18 -19 -20 -21
leaf_value=0.00083562218047711692 0.0010433979146977957 0.00052240579985886511 0.0012900531267521699 0.00087455465721727695 0.0010440469000512135 0.0012254395091394472 0.00076218515942473152 0.0019420260830851977 0.0010360113487880962 0.0015772010922793134 0.00035127487495746835 2.577816802791232e-06 0.0010016639151197999 0.0015670833980485372 0.0015181235382292395 0.00057003144650041122 0.0018923833351042385 0.0013876639756687597 0.0016919472111427689 0.00093595979402800143
leaf_weight=52 65 71 59 52 74 64 102 75 54 1176 79 62 58 233 58 69 56 414 56 54
leaf_count=52 65 71 59 52 74 64 102 75 54 1176 79 62 58 233 58 69 56 414 56 54
internal_value=0 0.000873607 0.000992385 0.00149517 0.00151123 0.00118525 0.00106068 0.001528 0.00151233 0.00152947 0.000712568 0.000280345 0.000608009 0.00154364 0.00123347 0.000767432 0.00159156 0.00145233 0.00148606 0.00109326
internal_weight=0 797 664 2186 2134 393 278 2060 1985 1933 271 133 206 1879 176 127 1232 647 115 118
internal_count=2983 797 664 2186 2134 393 278 2060 1985 1933 271 133 206 1879 176 127 1232 647 115 118
is_linear=0
shrinkage=0.0032998


Tree=4634
num_leaves=22
num_cat=0
split_feature=1 3 39 1 2 2 14 0 1 1 12 2 4 43 3 0 4 3 2 51 3
split_gain=36.1699 10.1757 4.08028 3.05174 2.65657 2.54373 2.27891 2.46656 2.54125 2.06034 1.22276 0.996372 0.967191 0.942056 2.27219 1.50668 0.852887 1.36742 0.540755 0.486045 0.392778
threshold=0.10575500000000002 -0.049204999999999992 0.0047850000000000011 0.088035000000000016 0.11366500000000002 0.14808000000000002 0.064610000000000015 -0.13409999999999997 0.085780000000000009 0.12448500000000001 0.089275000000000007 0.10656 0.053925000000000008 -0.025079999999999995 0.143375 -0.091829999999999981 -0.50324499999999983 -0.10115999999999999 0.123795 0.11178000000000002 -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
left_child=2 9 4 -4 6 13 7 8 -1 11 16 20 19 15 -15 -3 -9 -18 -6 -12 -2
right_child=1 5 3 -5 18 -7 -8 10 -10 -11 12 -13 -14 14 -16 -17 17 -19 -20 -21 -22
leaf_value=0.0018803912081938521 0.001947120083181887 1.5979413819680438e-05 0.0017013935453228947 0.00072511643162619403 0.0014684123122989305 5.3395422690903566e-05 0.0022990788563670489 0.0022661942695028124 0.00093707056181666526 0.00080827101947042403 0.0017533353141735233 0.0012303299082086377 0.0013497182675887634 0.001218378114033048 0.00046685397574838594 0.00072366892022716011 0.0013232688123597585 0.0018711206858768245 0.0010404132366848028 0.0014273523913400472 0.0015541606279687451
leaf_weight=52 52 52 64 77 85 97 88 55 78 54 692 70 82 84 92 89 53 896 53 55 63
leaf_count=52 52 52 64 77 85 97 88 55 78 54 692 70 82 84 92 89 53 896 53 55 63
internal_value=0 0.000834495 0.00171334 0.0011685 0.00174842 0.000521382 0.00177828 0.00175492 0.00131467 0.00137673 0.00178612 0.00154246 0.00169187 0.000664472 0.000825736 0.000462927 0.00186391 0.00184056 0.00130429 0.00172938 0.00173215
internal_weight=0 653 2330 141 2189 414 2051 1963 130 239 1833 185 829 317 176 141 1004 949 138 747 115
internal_count=2983 653 2330 141 2189 414 2051 1963 130 239 1833 185 829 317 176 141 1004 949 138 747 115
is_linear=0
shrinkage=0.0032998


Tree=4635
num_leaves=20
num_cat=0
split_feature=4 3 39 11 2 0 3 2 2 39 1429 11 4 49 2 4 2 3 12
split_gain=29.8178 10.261 5.16556 3.36874 2.47988 3.00549 1.82226 1.31062 2.04148 1.21288 1.16393 1.01104 0.890337 0.711114 0.580174 0.506792 0.387242 0.378614 0.49599
threshold=0.31392000000000003 0.28833000000000003 0.0047850000000000011 0.080320000000000016 0.10043500000000001 -0.12851999999999997 0.31819000000000003 -0.007134999999999999 0.094985000000000014 0.088025000000000006 0.087700000000000014 1.0000000180025095e-35 0.0033150000000000007 0.10269000000000002 0.076510000000000009 -0.46195999999999998 0.11702000000000001 -0.15415499999999996 0.092995000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 10 -6 9 -4 -9 16 11 12 15 17 -14 -1 -2 -7 -19
right_child=3 -3 7 -5 5 13 -8 8 -10 -11 -12 -13 14 -15 -16 -17 -18 18 -20
leaf_value=0.0022953814178948901 0.0011423452330576161 0.00051006084216486303 0.00089124486067091899 0.0015109170313899389 0.00092107958219971844 0.0016281578007440653 7.9682601642498896e-05 0.0020242347092447183 0.0012212676454379414 0.00043914500522870278 0.00147633027241062 0.002284099536555487 0.0015822829460607928 0.0015216092815102428 0.0018929703167393586 0.0019596296863564726 0.00076286730248536052 0.0021449586015395501 0.0018072621563451105
leaf_weight=52 60 64 52 52 52 66 59 53 100 86 57 99 113 97 163 1437 59 72 149
leaf_count=52 60 64 52 52 52 66 59 53 100 86 57 99 113 97 163 1437 59 72 149
internal_value=0 0.00181589 0.0018485 0.000742805 0.00189224 0.001667 0.000591376 0.00134549 0.00149965 0.000738472 0.00194334 0.0019576 0.00193927 0.00176791 0.0017659 0.00197138 0.000954497 0.00185104 0.00191744
internal_weight=0 2626 2562 316 2357 436 264 205 153 205 1921 1864 1765 384 276 1489 119 287 221
internal_count=2942 2626 2562 316 2357 436 264 205 153 205 1921 1864 1765 384 276 1489 119 287 221
is_linear=0
shrinkage=0.0032998


Tree=4636
num_leaves=25
num_cat=0
split_feature=1 0 4 9 43 16 16 14 0 48 1 43 4 1429 0 16 16 4 48 16 15 12 129 12
split_gain=1.25572 0.604778 0.707572 0.52306 0.543936 0.518197 0.504901 0.460649 0.363733 0.439413 0.325795 0.29505 0.268253 0.265772 0.249288 0.231407 0.540444 0.314853 0.302001 0.48909 0.430391 0.146024 0.199113 0.129077
threshold=0.091395000000000018 -0.12851999999999997 0.51395000000000002 0.08542000000000001 -0.11113499999999998 -0.072359999999999994 -0.059289999999999995 0.073890000000000011 -0.16926499999999997 0.085395000000000013 0.10331000000000003 -0.078734999999999986 -0.050244999999999991 -0.067164999999999989 -0.15127999999999997 -0.081394999999999981 -0.084064999999999987 0.036605000000000006 0.088825000000000015 0.08215500000000002 -0.083859999999999976 0.083725000000000008 0.085885000000000017 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 2 2 2
left_child=7 6 3 4 -3 23 8 13 9 -2 12 -12 -7 -1 -15 16 21 18 19 -17 -20 -16 -23 -6
right_child=1 2 -4 -5 5 10 -8 -9 -10 -11 11 -13 -14 14 15 17 -18 -19 20 -21 -22 22 -24 -25
leaf_value=0.027580611295318688 0.021733904334833992 0.02665134039866595 -0.0036166899046630369 0.029150612489894461 -0.0030278972156152334 0.01419242967131085 -0.010604782036739419 0.02856655910103011 -0.0034991006656009691 0.0010095070962669562 -0.001576856063713251 0.012664029524064247 0.028610288603315812 0.0043521080092236058 0.025233483007744372 0.014408686274025721 0.031252335001750037 0.0047198791032591536 0.015649193113478347 0.024018147337977493 -0.0040939244740271306 0.01717140868824191 0.0076873487187219371 0.0070353123697266401
leaf_weight=55 63 64 77 55 78 108 66 87 65 54 54 171 56 54 52 713 83 86 78 191 52 439 74 67
leaf_count=55 63 64 77 55 78 108 66 87 65 54 54 171 56 54 52 713 83 86 78 191 52 439 74 67
internal_value=0 0.00918304 0.0116228 0.0134225 0.011973 0.0102104 0.00199434 0.0165688 0.00657312 0.0121842 0.0134117 0.00923823 0.0191266 0.0160117 0.0156615 0.0160059 0.0185472 0.014534 0.0153486 0.016441 0.00773813 0.0166776 0.0158068 0.00160961
internal_weight=0 978 730 653 598 534 248 1964 182 117 389 225 164 1877 1822 1768 648 1120 1034 904 130 565 513 145
internal_count=2942 978 730 653 598 534 248 1964 182 117 389 225 164 1877 1822 1768 648 1120 1034 904 130 565 513 145
is_linear=0
shrinkage=0.16829


Tree=4637
num_leaves=26
num_cat=0
split_feature=1 151 4 16 52 11 16 16 51 1 43 151 48 1 50 50 4 4 1 16 12 129 160 12 16
split_gain=0.872436 0.362903 0.323058 0.374683 0.319599 0.400718 0.336566 0.28868 0.533885 0.281109 0.331636 0.267311 0.263482 0.298234 0.223985 0.330017 0.219939 0.290229 0.216701 0.413315 0.20098 0.185178 0.168998 0.146055 0.0196421
threshold=0.089745000000000019 -0.095924999999999996 0.50291500000000011 -0.11082499999999999 0.40342500000000009 1.0000000180025095e-35 -0.059289999999999995 -0.072359999999999994 0.092520000000000005 0.09215000000000001 -0.081694999999999976 -0.00016499999999999997 0.11001500000000002 0.092395000000000019 0.10321000000000001 0.11215000000000001 -0.46195999999999998 -0.098074999999999982 0.11104500000000002 -0.044939999999999987 0.093985000000000013 0.086040000000000019 0.088785000000000017 0.086885000000000004 -0.48652999999999996
decision_type=2 2 2 2 2 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 24 5 14 -6 8 9 -3 -11 -12 13 -9 16 -16 -1 -18 19 -15 -20 22 -19 -23 -4
right_child=1 2 3 -5 6 -7 -8 12 -10 10 11 -13 -14 18 15 -17 17 21 20 -21 -22 23 -24 -25 -26
leaf_value=0.025281263183796726 -0.0037121107437418752 -0.0012364599732043347 0.005940544658128025 -0.007874051231063885 0.014965456799034006 0.025685514194715136 -0.0021739159332807797 0.022499774610763905 -0.0076354540863342226 0.00079108756658547081 0.0059457124157946623 0.020445579165547238 0.023970294550355337 0.019914037715420666 -0.0026447955674449184 0.015308386886486607 0.002792799925052397 0.015944283785297407 0.022825336308919277 0.0034837834744598107 0.008426744626375925 0.015570018168394437 0.0099338622962338776 0.0045337520671063754 0.010688822455915946
leaf_weight=52 71 55 52 66 61 87 69 59 63 55 53 115 53 55 55 61 62 1132 57 207 54 56 152 88 52
leaf_count=52 71 55 52 66 61 87 69 59 63 55 53 115 53 55 55 61 62 1132 57 207 54 56 152 88 52
internal_value=0 0.00789457 0.00872376 0.00202965 0.0139276 0.014528 0.00585459 0.0100993 0.00633676 0.00950959 0.012168 0.0158819 0.012741 0.0113592 0.0139414 0.00678061 0.0144789 0.0141007 0.00959221 0.00693974 0.0158368 0.0145904 0.0152342 0.00883811 0.00833196
internal_weight=0 1067 996 170 1875 1745 130 826 341 278 223 168 485 432 1658 116 1542 1490 373 262 111 1428 1284 144 104
internal_count=2942 1067 996 170 1875 1745 130 826 341 278 223 168 485 432 1658 116 1542 1490 373 262 111 1428 1284 144 104
is_linear=0
shrinkage=0.16829


Tree=4638
num_leaves=17
num_cat=0
split_feature=2 30 3 123 2 14 457 2 3 3 2 13 51 3 2 2
split_gain=26.5531 13.9898 8.38537 3.117 3.00258 1.99049 1.83108 1.11137 1.09273 1.0803 0.991634 0.945392 0.866695 0.242253 0.136812 0.045132
threshold=0.12026500000000001 0.083930000000000018 0.11878500000000002 1.0000000180025095e-35 0.17553000000000005 0.073890000000000011 0.08351500000000002 0.090020000000000017 -0.049204999999999992 -0.082204999999999986 0.089945000000000011 -0.094609999999999986 -0.21875499999999998 0.15217000000000003 0.10773000000000001 0.13730000000000001
decision_type=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 12 9 -2 -8 -9 -1 15 -4 -10
right_child=4 -3 14 -5 -6 -7 10 11 13 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0022550067465679927 0.0015785227578103322 0.0011839278058692979 0.0017435117920478525 0.001999472598328765 0.00084424138723438358 0.0030768302277882449 0.0024616023640245195 0.0021505772089404616 0.001502496601349981 0.0022549988503237969 0.0018959196232672113 0.0025440300282954464 0.0026822768038825707 0.001309883237563728 0.0014951468635802873 0.0016540292253607628
leaf_weight=55 52 86 52 98 62 93 78 75 52 52 61 689 1273 59 52 53
leaf_count=55 52 86 52 98 62 93 78 75 52 52 61 689 1273 59 52 53
internal_value=0 0.0024935 0.00253807 0.00257749 0.00149981 0.00260185 0.00258204 0.0026065 0.00165135 0.0019171 0.00221361 0.00250545 0.00266461 0.0014826 0.00161967 0.00157932
internal_weight=0 2612 2526 2422 330 2324 2231 2092 268 104 139 764 1328 164 104 105
internal_count=2942 2612 2526 2422 330 2324 2231 2092 268 104 139 764 1328 164 104 105
is_linear=0
shrinkage=0.0032998


Tree=4639
num_leaves=30
num_cat=0
split_feature=1 2 13 40 4 13 151 2 42 13 157 41 3 1 4 4 3 13 13 3 12 4 1446 50 2 13 4 3 1
split_gain=0.759854 0.490313 0.638403 0.772115 0.464893 0.358315 0.307142 0.253947 0.370583 0.376479 0.256618 0.277603 0.249866 0.239848 0.211474 0.379496 0.192313 0.189481 0.203192 0.159922 0.321092 0.177848 0.124425 0.179324 0.196681 0.15337 0.0938059 0.0695601 0.045697
threshold=0.091395000000000018 -0.14847999999999997 -0.09330999999999999 -0.085054999999999978 0.00059000000000000014 -0.24426999999999996 -0.030624999999999996 0.084725000000000009 -0.089179999999999982 -0.0083299999999999989 -0.081534999999999982 0.077915000000000012 0.0098450000000000013 0.08346000000000002 -0.16236499999999995 -0.074729999999999977 -0.027864999999999997 -0.085744999999999988 -0.081124999999999989 -0.12077499999999998 -1.0000000180025095e-35 0.061835000000000008 0.083705000000000016 0.089915000000000009 0.081315000000000012 -0.085414999999999991 0.24099500000000004 0.31966500000000003 0.11319000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 5 -4 6 27 -5 8 -1 22 17 13 16 19 -8 -16 26 -9 -19 -12 -21 -22 23 24 -10 -26 -6 -3 -14
right_child=1 2 3 4 12 -7 14 10 9 -11 11 -13 28 -15 15 -17 -18 18 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=0.0063024950763097649 0.021625129334631784 0.0071329032987830819 -0.0085651597665738627 0.02499581416596762 0.0090983311395604321 -0.014157714682338129 0.018918692594329378 0.02633771352360699 0.022342266587462252 0.028799125668610846 0.003572571064505768 -0.00016863132761771657 0.0026638762234590212 0.0031410269558584843 -0.0017127534895624759 0.014224583907449745 0.015784394476891259 0.007197945723958165 0.020773025894240058 0.025894297647018796 0.013330409525019625 0.0070028338590002511 0.02320187469057268 0.0069835827312330918 0.0053985067615084708 0.018387281676796676 3.8075680969171748e-05 -0.0012245277019790927 -0.0041666688823030276
leaf_weight=81 67 52 66 67 78 53 93 57 103 85 53 55 58 81 62 132 80 58 69 53 891 148 60 66 52 52 56 61 53
leaf_count=81 67 52 66 67 78 53 93 57 103 85 53 55 58 81 62 132 80 58 69 53 891 148 60 66 52 52 56 61 53
internal_value=0 0.00771847 0.00669373 0.00879722 0.0104875 -0.00273581 0.0147102 0.0134652 0.0167542 0.0187752 0.0123437 0.0114958 0.00588252 0.0120205 0.0123028 0.00912195 0.00924368 0.0182373 0.0145875 0.0126471 0.0130859 0.0124308 0.0162112 0.0146682 0.0171097 0.0119102 0.00532536 0.00260547 -0.00058137
internal_weight=0 978 911 745 679 166 354 1964 499 418 1465 1281 325 1226 287 194 214 184 127 1145 1092 1039 333 273 207 104 134 113 111
internal_count=2942 978 911 745 679 166 354 1964 499 418 1465 1281 325 1226 287 194 214 184 127 1145 1092 1039 333 273 207 104 134 113 111
is_linear=0
shrinkage=0.16829


Tree=4640
num_leaves=19
num_cat=0
split_feature=4 2 457 2 14 14 2 52 39 43 2 133 484 484 50 52 16 16
split_gain=10.9227 5.38904 1.95407 1.53026 1.30539 0.997339 0.90363 0.772566 0.702866 0.672678 0.535651 0.522861 0.43821 0.554042 0.404352 0.390237 0.260381 0.580623
threshold=0.31392000000000003 0.13631000000000001 0.079020000000000021 0.095850000000000005 -0.45687499999999998 0.073890000000000011 0.12750000000000003 -0.0083399999999999985 0.0047850000000000011 -0.0068849999999999996 0.10773000000000001 0.048695000000000009 0.089025000000000007 0.12873000000000004 0.083090000000000011 -0.082384999999999986 -0.07964499999999998 0.27717500000000006
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 11 -2 8 9 -3 10 -6 12 -4 14 -14 -1 -10 -12 -18
right_child=4 7 3 -5 6 -7 -8 -9 15 -11 16 -13 13 -15 -16 -17 17 -19
leaf_value=0.0011959419154658662 0.00094782415454831511 0.00020038129885462775 0.0012280576855551867 0.0004591594837202829 0.00029835031491496662 0.0015565073572851701 0.00015406911174291221 0.00073772956871676868 0.0011776966596137668 0.00073244129696125042 0.0012865545854192494 0.00083976089849182786 0.0016313346941255146 0.0012169048076605328 0.0013157017696058912 0.00079614888803774392 0.00081753011382956265 0.0011796082859623564
leaf_weight=1283 61 59 93 63 65 93 95 58 52 98 52 65 69 74 414 69 87 111
leaf_count=1283 61 59 93 63 65 93 95 58 52 98 52 65 69 74 414 69 87 111
internal_value=0 0.00115989 0.00119198 0.000894983 0.000513265 0.00122045 0.000410384 0.00046706 0.0012063 0.000559554 0.00122052 0.00106854 0.00124012 0.00141712 0.00122518 0.000960411 0.00107613 0.00102069
internal_weight=0 2642 2525 221 319 2304 258 117 2211 163 2090 158 1840 143 1697 121 250 198
internal_count=2961 2642 2525 221 319 2304 258 117 2211 163 2090 158 1840 143 1697 121 250 198
is_linear=0
shrinkage=0.0032998


Tree=4641
num_leaves=29
num_cat=0
split_feature=1 4 2 12 2 457 0 43 4 14 12 4 2 12 1 12 150 52 16 16 2 12 403 52 4 133 12 16
split_gain=45.4602 5.40424 4.6555 4.55239 3.26665 3.53617 1.36002 1.52031 1.34695 1.15321 1.10214 0.962995 0.895183 0.625296 0.56469 1.1896 1.08187 1.03393 0.574876 0.621721 0.503588 0.45203 0.442899 0.436345 0.268793 0.249664 0.190892 0.163457
threshold=0.108865 0.31392000000000003 0.14132000000000003 0.085075000000000026 0.093320000000000014 0.059100000000000007 -0.070304999999999992 -0.080384999999999984 0.23355000000000001 -1.0000000180025095e-35 0.11755500000000001 -0.012164999999999999 0.30739000000000005 -0.041014999999999989 0.087055000000000007 0.08401500000000002 0.083810000000000009 -0.016329999999999997 0.064455000000000012 -1.0000000180025095e-35 0.11366500000000002 0.056995000000000011 -0.074254999999999988 0.096795000000000006 -0.082509999999999986 -0.035699999999999989 0.093125000000000013 -0.43708999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 6 10 14 -8 -5 -2 11 20 -4 27 15 17 22 -1 19 -17 23 -13 -16 -6 -19 -24 -23 -11
right_child=2 -3 12 8 5 -7 7 -9 -10 13 -12 21 -14 -15 16 18 -18 24 -20 -21 -22 26 25 -25 -26 -27 -28 -29
leaf_value=0.0021087026345801316 0.0012027781442335073 0.00094615222553858067 0.00060887629357495043 0.0017948614671413296 0.0022052390424704684 0.001037673220876455 0.0013354612041484662 0.0020623079595986794 0.0011305159780847403 0.00065861338641393585 0.0014963000249102383 0.001570080638388814 5.0683408099289201e-05 0.0009015948517749388 0.0023273678236187347 0.0020936831072882675 0.0015709063016386233 0.0023764253493530909 0.0017612470512196816 0.0024439556019662224 0.0017545712860349476 0.0020174320193635568 0.0021979085648353427 0.0019438001732167438 0.0026936783769414712 0.0019651503888768796 0.0017870975578777937 0.00039426113004866734
leaf_weight=96 68 54 73 94 178 58 54 76 52 52 71 80 55 92 64 747 54 52 53 61 56 66 69 120 76 225 113 52
leaf_count=96 68 54 73 94 178 58 54 76 52 52 71 80 55 92 64 747 54 52 53 61 56 66 69 120 76 225 113 52
internal_value=0 0.00197959 0.000919091 0.00109065 0.00200313 0.00182131 0.00208603 0.00176066 0.00155849 0.000831783 0.00188771 0.00193298 0.000369303 0.000702891 0.00211426 0.00215421 0.00200898 0.00236964 0.00209812 0.00212017 0.00204552 0.00177903 0.00207496 0.00210008 0.00256507 0.0020199 0.00187222 0.000526776
internal_weight=0 2423 538 410 2369 742 1627 130 146 264 684 613 128 196 1497 1085 412 224 861 808 354 259 358 298 128 294 179 104
internal_count=2961 2423 538 410 2369 742 1627 130 146 264 684 613 128 196 1497 1085 412 224 861 808 354 259 358 298 128 294 179 104
is_linear=0
shrinkage=0.0032998


Tree=4642
num_leaves=23
num_cat=0
split_feature=148 151 50 1 10 34 50 43 52 16 1456 1 1 150 16 484 43 16 52 42 1 16
split_gain=0.77423 0.826126 0.633789 0.56677 0.535282 0.509617 0.429485 0.462723 0.426825 0.363705 0.354828 0.405705 1.00219 0.427793 0.39976 0.371156 0.340494 0.164187 0.151383 0.109516 0.0984853 0.0371285
threshold=-1.0000000180025095e-35 -0.081844999999999987 0.077920000000000003 0.12040000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.089915000000000009 -0.085204999999999989 -0.015539999999999998 -0.052894999999999991 -0.069944999999999993 0.077375000000000013 0.084955000000000017 0.083680000000000018 0.19384500000000002 -0.008624999999999999 -0.31011999999999995 -0.086219999999999977 -0.049669999999999999 0.089350000000000013 0.13601500000000002 -0.071129999999999985
decision_type=2 2 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 -4 -8 -9 17 15 14 -13 -14 16 -7 -12 -10 -6 -16 -20 -19
right_child=2 -3 6 4 18 10 7 8 9 -11 11 12 13 -15 19 -17 -18 21 20 -21 -22 -23
leaf_value=0.01180355014693091 0.027017661618605183 -0.011059034019183428 0.029386461943067852 -0.010187951789338765 0.0014799205949134332 0.031307162170025563 0.026918798958130052 0.0030624238498192266 0.019365652721620216 0.029356701318826787 0.025902294601326665 -0.014547421486427108 0.012663920507591065 0.0014226597214680046 0.00015878609004308007 0.013635666240669985 0.013547146766320932 0.012678794544723676 0.0063314060692483591 0.0093001973051926624 0.016166419701882293 0.0074144889466194984
leaf_weight=100 67 81 80 58 60 53 91 86 99 52 68 52 396 127 70 94 962 102 52 80 67 64
leaf_count=100 67 81 80 58 60 53 91 86 99 52 68 52 396 127 70 94 962 102 52 80 67 64
internal_value=0 0.0015623 0.012933 0.0116345 0.00384841 0.0125707 0.0179202 0.0160597 0.0136031 0.0164571 0.0120609 0.0113932 0.00772022 0.00993764 0.0131816 0.0200192 0.0143646 0.0139191 0.00840655 0.00504618 0.0118839 0.01066
internal_weight=0 181 2780 2206 237 1969 574 494 403 317 1902 1755 575 523 1180 147 1030 265 179 150 119 166
internal_count=2961 181 2780 2206 237 1969 574 494 403 317 1902 1755 575 523 1180 147 1030 265 179 150 119 166
is_linear=0
shrinkage=0.16829


Tree=4643
num_leaves=24
num_cat=0
split_feature=3 2 2 2 2 0 12 0 2 2 49 3 447 12 151 3 159 2 34 0 49 159 482
split_gain=27.6652 9.39174 5.20518 5.67642 3.67296 2.79205 1.69893 1.69208 1.46304 1.22933 1.15902 0.803926 0.76047 0.682119 0.71712 0.712159 0.605852 0.819024 0.517584 0.414038 0.404434 0.388761 0.305835
threshold=-0.06656999999999999 0.14808000000000002 -1.0000000180025095e-35 0.10384 0.11366500000000002 -0.10028499999999999 0.108115 -0.14867499999999997 0.16993500000000003 0.13447000000000003 0.059130000000000009 -0.10859999999999999 0.084420000000000009 0.089350000000000013 -0.086439999999999989 -0.14326499999999995 0.082420000000000007 0.086365000000000011 -0.084799999999999986 -0.14534499999999997 -0.052284999999999991 0.08894500000000001 0.08487500000000002
decision_type=2 2 2 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 16 6 10 7 -1 -3 -7 20 -6 13 14 -9 -15 17 -4 -2 -19 -5 -17 -16
right_child=1 8 3 5 11 9 -8 12 -10 -11 -12 -13 -14 15 22 21 -18 19 -20 -21 -22 -23 -24
leaf_value=0.0021195295685922737 0.00065758235084416013 0.00035446861995991113 0.0015782484831702393 0.00060034316497031652 0.00075957977645411403 0.0013637868548971104 0.0011061231585685451 0.0013453436949969547 -0.00037851274024347151 0.00074434550626591698 0.0009375160455160163 0.0012476675026771862 0.0011891328459937508 0.0018495662092928818 0.0016823386156328034 0.001494880088984967 0.0016923288803140373 0.00097617628676704895 0.00024799214767716774 0.0013333059710064574 0.0002306153700139147 0.00119737442906443 0.0014211743988267623
leaf_weight=62 53 56 93 52 69 94 86 85 63 56 55 80 58 60 790 649 67 63 93 84 86 53 54
leaf_count=62 53 56 93 52 69 94 86 85 63 56 55 80 58 60 790 649 67 63 93 84 86 53 54
internal_value=0 0.000831065 0.000960328 0.00108682 0.00152143 0.000794852 0.00156065 0.00158221 -3.32843e-05 0.00113276 0.000532045 0.00102188 0.00156314 0.00157595 0.0016364 0.00150221 0.00141292 0.00133477 0.00039692 0.00118049 0.000370188 0.00147247 0.00166567
internal_weight=0 915 796 650 2046 343 1897 1811 119 150 193 149 1749 1691 929 762 307 240 146 147 138 702 844
internal_count=2961 915 796 650 2046 343 1897 1811 119 150 193 149 1749 1691 929 762 307 240 146 147 138 702 844
is_linear=0
shrinkage=0.0032998


Tree=4644
num_leaves=19
num_cat=0
split_feature=4 150 49 15 50 51 15 16 15 1209 482 50 15 0 0 50 15 42
split_gain=0.646163 0.582314 0.466114 0.407573 0.395959 0.540028 0.407948 0.346694 0.322122 0.321427 0.259244 0.234641 0.225036 0.218408 0.13044 0.13459 0.120954 0.0467714
threshold=0.31392000000000003 0.12167500000000002 0.12466500000000001 -0.43091499999999999 1.0000000180025095e-35 0.092520000000000005 0.043560000000000008 -0.020389999999999995 -0.26361999999999991 0.086270000000000013 0.081345000000000015 0.089915000000000009 0.12625000000000003 -0.060454999999999995 -0.089594999999999994 0.11812000000000002 -0.070454999999999976 0.085025000000000003
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 13 5 9 -7 11 -5 10 12 -6 -1 -2 17 -16 -4 -13
right_child=3 -3 16 8 7 6 -8 -9 -10 -11 -12 14 -14 -15 15 -17 -18 -19
leaf_value=0.012992785599371741 0.0053193309145671734 -0.0047209306936872118 0.0073845516924950757 -0.011402459060867707 0.02346863753419632 -0.01001571009052849 0.010480736965225631 0.025742622222016107 0.0039551147772188518 0.0030698783932396638 0.004646481508554897 0.021488991900000795 0.022651412066311074 0.018484442568087671 0.0080836217884896686 0.016748993020441329 -0.0036211558287072222 0.014214608396433504
leaf_weight=1566 100 58 55 63 73 55 55 102 100 100 102 53 72 56 167 74 58 52
leaf_count=1566 100 58 55 63 73 55 55 102 100 100 102 53 72 56 167 74 58 52
internal_value=0 0.0119331 0.0123076 0.003906 0.0127911 0.0116869 0.000216181 0.0169202 -0.00196961 0.0123717 0.0129053 0.0147682 0.0134184 0.0100568 0.0129273 0.0107518 0.00171971 0.0179036
internal_weight=0 2642 2584 319 2471 1950 110 521 163 1840 1740 419 1638 156 346 241 113 105
internal_count=2961 2642 2584 319 2471 1950 110 521 163 1840 1740 419 1638 156 346 241 113 105
is_linear=0
shrinkage=0.16829


Tree=4645
num_leaves=18
num_cat=0
split_feature=106 2 147 52 47 15 4 4 52 133 16 2 1203 158 50 51 16
split_gain=0.770996 0.723974 0.568355 0.334933 0.312235 0.328251 0.876954 0.526857 0.318561 0.253038 0.249006 0.204163 0.228516 0.209079 0.253809 0.148212 0.448441
threshold=0.085650000000000018 0.099845000000000003 0.089245000000000005 -0.5320649999999999 0.11646500000000001 -0.018024999999999996 -0.03463999999999999 -0.06347499999999999 0.23878000000000002 -0.023274999999999997 0.27450000000000002 -0.14847999999999997 0.088820000000000024 0.11714000000000001 0.12263000000000002 -0.067059999999999995 -0.11082499999999999
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 10 9 -3 -7 -5 13 14 -13 -11 -17
right_child=-2 4 -4 11 -6 6 -8 -9 -10 15 -12 12 -14 -15 -16 16 -18
leaf_value=0.020916478108845768 -0.010695585455457507 -0.0017718636630210684 -0.006583984590998241 0.020178511310032059 -0.0080176703348739144 -0.0051285031086599781 -0.015334473417191435 0.020551100720764191 0.019411320367840077 0.013820698479321235 0.0080431911629397067 0.0084810476940245568 0.019979154731753448 0.0191877280687998 0.018990997653296256 0.012312134135738168 -0.001409193701777734
leaf_weight=81 63 95 58 53 57 86 75 52 56 92 77 1687 58 58 68 146 125
leaf_count=81 63 95 58 53 57 86 75 52 56 92 77 1687 58 58 68 146 125
internal_value=0 0.00810912 0.00982046 0.0102959 0.00400659 0.00486129 0.000327757 0.00579968 0.00741563 0.00594498 0.00108269 0.00984784 0.00955424 0.00921974 0.00888929 0.0079695 0.00597648
internal_weight=0 2924 2063 2005 861 804 290 215 514 458 163 1924 1871 1813 1755 363 271
internal_count=2987 2924 2063 2005 861 804 290 215 514 458 163 1924 1871 1813 1755 363 271
is_linear=0
shrinkage=0.16829


Tree=4646
num_leaves=21
num_cat=0
split_feature=1 3 10 4 4 39 150 447 9 4 160 474 4 4 41 16 1 1 131 3
split_gain=19.5843 3.34168 1.94307 1.64028 1.44489 0.965623 0.702119 0.662818 0.61169 0.575389 0.670749 0.385512 0.54007 1.33353 0.633864 0.524488 0.355644 0.344432 0.277791 0.234618
threshold=0.10398500000000001 -0.063264999999999988 -0.00189 0.27120500000000008 0.24814500000000003 0.0047850000000000011 0.10808000000000002 0.084420000000000009 -0.073894999999999988 0.27998000000000006 -1.0000000180025095e-35 0.10446500000000002 -0.15615999999999999 -0.44205499999999992 0.075585000000000013 0.0054050000000000009 0.088035000000000016 0.12646500000000002 0.08567000000000001 0.040040000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 8 5 18 7 9 11 -3 17 -11 12 13 19 15 -14 -7 -4 -2 -1
right_child=1 2 6 -5 -6 16 -8 -9 -10 10 -12 -13 14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0013576183484873487 0.0012045094335134386 0.00051117428535526457 0.00084743917640020452 0.00086515100729552929 0.00081234706935663485 0.001337044096247483 0.00041554914549008973 0.0011155942666397774 6.7486888849686484e-06 0.00096326488371039926 0.0005027666804421258 0.0017384409358837901 0.0015073607950651755 0.00089028934850195944 0.001808266203616351 0.0013562237306558673 0.00096688690615813748 0.0011676357397260434 0.0015052697939455888 0.0016760492243133285
leaf_weight=53 70 52 101 52 89 62 53 55 53 56 91 65 1468 58 68 308 54 59 68 52
leaf_count=53 70 52 101 52 89 62 53 55 53 56 91 65 1468 58 68 308 54 59 68 52
internal_value=0 0.000812759 0.000652367 0.0014462 0.00114116 0.00145966 0.000767615 0.00147571 0.000256895 0.000828281 0.000678434 0.00148525 0.00147703 0.00129335 0.00149325 0.00148117 0.00116503 0.000965732 0.00135297 0.00151565
internal_weight=0 692 465 2295 227 2243 360 2127 105 307 147 2072 2007 163 1844 1776 116 160 138 105
internal_count=2987 692 465 2295 227 2243 360 2127 105 307 147 2072 2007 163 1844 1776 116 160 138 105
is_linear=0
shrinkage=0.0032998


Tree=4647
num_leaves=24
num_cat=0
split_feature=1 3 10 0 4 4 16 15 14 3 1 4 150 4 1 0 51 52 42 1212 403 51 123
split_gain=20.5399 4.11695 2.33313 1.68603 1.49686 1.36299 0.740323 0.948373 0.730173 0.843 0.591924 0.574972 0.52962 0.5387 0.551326 0.831035 0.4679 0.40457 0.345423 0.279268 0.348095 0.321844 0.120433
threshold=0.10398500000000001 -0.063264999999999988 -0.00189 -0.06952499999999999 0.24099500000000004 0.41165000000000002 0.08215500000000002 0.033605000000000003 0.064610000000000015 0.088880000000000015 0.09803000000000002 -0.50139499999999992 0.10808000000000002 -0.021669999999999998 0.12313000000000002 -0.066574999999999981 -0.041139999999999989 -0.012769999999999998 0.090600000000000014 0.041590000000000009 -0.092059999999999989 0.0064150000000000014 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
left_child=3 5 22 4 8 18 7 -5 9 10 19 -8 13 -4 17 -16 -13 -15 -2 21 -21 -1 -3
right_child=1 2 12 6 -6 -7 11 -9 -10 -11 -12 16 -14 14 15 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0014414691293963959 0.0013296486248780212 -3.8472914523507426e-05 0.00098751643185144905 0.00066623221295225793 0.00093470658766873528 0.00059380400028976991 0.001466713135358158 0.0011700043902258409 0.0016800066314648192 0.0010116313124772832 0.0010550996907553729 0.0012867299471586045 0.00032521368047615094 0.00056577726529609407 0.00024984690573368339 0.00078189819720861625 0.00088299467008608212 0.00095072979844405305 0.0010296162314347764 0.0011281738100753992 0.0013840702367169993 0.0012749013520138484 0.0001846149892692116
leaf_weight=1180 93 53 53 68 82 55 89 103 92 67 56 77 53 54 77 55 54 68 79 85 196 146 52
leaf_count=1180 93 53 53 68 82 55 89 103 92 67 56 77 53 54 77 55 54 68 79 85 196 146 52
internal_value=0 0.000682829 0.000504852 0.00133152 0.00137214 0.00104725 0.00113364 0.00096988 0.00139181 0.00137646 0.00139114 0.00126076 0.000631097 0.00068379 0.000620275 0.000471802 0.00112057 0.00078063 0.00119205 0.00140283 0.00130679 0.00142316 7.16732e-05
internal_weight=0 692 465 2295 1904 227 391 171 1822 1730 1663 220 360 307 254 132 131 122 172 1607 281 1326 105
internal_count=2987 692 465 2295 1904 227 391 171 1822 1730 1663 220 360 307 254 132 131 122 172 1607 281 1326 105
is_linear=0
shrinkage=0.0032998


Tree=4648
num_leaves=30
num_cat=0
split_feature=0 9 3 14 402 49 16 4 2 12 2 131 12 12 16 0 12 12 2 0 400 133 403 50 4 133 12 131 16
split_gain=0.615668 0.677658 0.663501 0.607031 0.561172 0.480559 0.701137 0.372216 0.336632 0.393742 0.244321 0.255494 0.377202 0.271397 0.282108 0.249547 0.417223 0.412421 0.275899 0.244838 0.250018 0.253766 0.206094 0.186495 0.202859 0.156805 0.12975 0.101114 0.0802458
threshold=-0.06952499999999999 -1.0000000180025095e-35 0.0035100000000000005 -0.13131999999999996 0.073745000000000019 -0.05529499999999999 -0.33811499999999994 -0.50946499999999995 -0.054704999999999997 -0.038859999999999992 0.080495000000000011 0.088565000000000019 0.094955000000000025 0.090995000000000006 -0.072904999999999984 -0.10726999999999999 0.081080000000000013 0.088465000000000002 0.10449000000000001 -0.099704999999999974 -0.064664999999999986 -0.27301499999999995 -0.08458499999999998 -0.11980499999999998 -0.040394999999999993 0.11330000000000001 0.088930000000000023 0.098995000000000014 -0.089894999999999989
decision_type=2 2 2 2 2 2 2 2 2 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 7 -5 -7 -3 -9 -10 11 12 13 14 28 16 18 -18 -12 -17 22 -22 -21 -11 -25 -23 -13 -28 -1
right_child=1 4 3 5 -6 6 -8 8 9 23 15 26 -14 -15 -16 19 17 -19 -20 20 21 25 -24 24 -26 -27 27 -29 -30
leaf_value=0.015843922944894916 -0.014591221295782176 0.019379094174680329 0.017172420831560484 0.0092001776526013639 -0.011420077048997968 0.0047343189633565494 -0.015648597102874102 -0.0068251243668877139 0.019731419684490017 0.014239085120779836 0.021230680111233469 0.0016664386300616456 0.0070435369833975314 0.030864750805058284 0.024311675001525323 0.021985445498302284 -0.012988934415979335 0.0062941762745703867 0.0039272164968166372 0.010396299880356317 -0.00049398752030612619 0.010973371951404741 0.025390907708442843 0.0067491392197484264 -0.0012612348990018449 0.0049907979814617694 0.016893125612825646 0.0067053719009302383 0.0066652709035518341
leaf_weight=57 52 60 68 96 52 96 95 57 59 55 52 53 86 52 87 52 54 75 53 52 69 808 53 238 143 148 56 56 53
leaf_count=57 52 60 68 96 52 96 95 57 59 55 52 53 86 52 87 52 54 75 53 52 69 808 53 238 143 148 56 56 53
internal_value=0 0.00390024 0.0095646 0.00287498 0.00535107 -0.000506313 -0.00539437 0.00677901 0.00540618 0.00681826 0.0108031 0.0140092 0.0166847 0.0200074 0.0171323 0.00966977 0.00463502 -0.0017639 0.0125137 0.010665 0.0101424 0.0093376 0.0179821 0.00506672 0.00373791 0.0100491 0.00856624 0.0118153 0.0114378
internal_weight=0 716 2271 355 664 287 191 612 552 495 1916 500 335 249 197 1416 234 129 105 1182 1130 1025 105 436 381 956 165 112 110
internal_count=2987 716 2271 355 664 287 191 612 552 495 1916 500 335 249 197 1416 234 129 105 1182 1130 1025 105 436 381 956 165 112 110
is_linear=0
shrinkage=0.16829


Tree=4649
num_leaves=21
num_cat=0
split_feature=4 3 10 2 14 150 4 14 151 0 4 42 51 0 0 3 15 2 43 3
split_gain=23.9296 6.39499 4.86736 3.05396 1.98076 1.85647 1.31334 1.1564 1.12577 0.980959 0.883393 0.83798 0.785501 0.928616 0.715945 0.58968 0.60061 0.577609 0.824023 0.511039
threshold=0.27998000000000006 0.11269500000000002 -1.0000000180025095e-35 0.095850000000000005 0.073890000000000011 0.082085000000000019 -0.033649999999999992 -0.42227999999999993 -0.082079999999999986 -0.07002499999999999 -0.27577999999999997 0.090045000000000014 -0.21875499999999998 -0.13843999999999998 0.056895000000000008 -0.010434999999999998 -0.40992999999999996 0.087605000000000002 -0.0039049999999999992 -0.012504999999999997
decision_type=2 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 12 -3 -2 -9 17 -11 -12 -5 -14 -15 -10 -17 19 -19 -4
right_child=7 6 3 5 -6 -7 -8 8 15 10 11 -13 13 14 -16 16 -18 18 -20 -21
leaf_value=0.00088495455813299162 0.00098658758555189227 0.001281677896127015 0.0017362705769199801 0.0017631065568368474 0.0022038215424509898 0.00087458515543324645 0.00062367138678917351 0.00094844536336195664 0.00064372373462314358 0.0018278073200957686 0.0010284394707363411 0.0015311972118212229 0.0010214029391377021 0.0015590461323227909 0.0012214974890585246 0.00047344488936781643 2.3705905968136578e-05 0.0017044276291447934 0.0014200606492325118 0.0020673467992421732
leaf_weight=99 73 54 919 97 82 59 86 52 72 54 60 93 53 327 88 72 59 372 161 55
leaf_count=99 73 54 919 97 82 59 86 52 72 54 60 93 53 327 88 72 59 372 161 55
internal_value=0 0.00156472 0.00160288 0.00163224 0.00170144 0.00143301 0.000877726 0.000619865 0.000514744 0.00167738 0.00146319 0.00133427 0.00149126 0.00143484 0.00148755 0.000403474 0.00027116 0.00170678 0.0016186 0.001755
internal_weight=0 2659 2519 2420 1796 624 140 328 255 1714 207 153 565 468 415 203 131 1507 533 974
internal_count=2987 2659 2519 2420 1796 624 140 328 255 1714 207 153 565 468 415 203 131 1507 533 974
is_linear=0
shrinkage=0.0032998


Tree=4650
num_leaves=31
num_cat=0
split_feature=1 3 47 3 4 1 0 12 16 42 1 12 0 0 0 1 3 0 40 133 4 16 16 42 4 3 484 16 12 4
split_gain=25.0901 5.90548 2.41787 1.89546 1.76311 1.36018 1.22503 1.04064 0.987736 0.885771 1.3083 1.29975 1.42037 0.84714 0.754268 0.744827 0.789008 0.701617 0.679263 0.605152 0.558423 0.440122 0.42701 0.419358 0.312963 0.27792 0.264207 0.230382 0.19395 0.187547
threshold=0.10442000000000001 -0.069049999999999986 0.10070000000000003 -0.073614999999999986 0.24814500000000003 0.13276500000000002 -0.064734999999999987 0.082595000000000016 0.066010000000000013 0.11769000000000002 0.085720000000000005 -0.020034999999999994 -0.22745499999999999 -0.14043999999999998 -0.095324999999999979 0.089875000000000024 -0.088174999999999989 -0.12259499999999998 -0.079369999999999982 0.089400000000000021 0.50779500000000011 -0.0042299999999999994 -0.011849999999999998 -0.076394999999999977 -0.021269999999999997 -0.078644999999999979 0.091180000000000011 0.054560000000000004 0.10859000000000001 -0.051789999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 6 24 18 7 -1 -8 10 13 -12 -13 -5 -7 17 -17 -9 -3 26 -16 -20 -21 -15 -2 -18 -19 -14 29 -25
right_child=1 2 -4 9 -6 14 8 15 -10 -11 11 12 27 23 20 16 25 19 21 22 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0022610888528583925 0.0019140440255402383 0.00057347764438554609 0.0013148421691868948 0.0021669258744172679 0.0011438839149635338 0.00079735655619083258 0.0011697647898669843 0.0022370402892292881 0.0017288070963774012 0.0011915834305433663 0.0010308531517036128 0.0011713455416033046 0.0019295249087326594 0.0019683450936458999 0.00056347759040467128 0.0012879444800571406 0.0016395031930836884 0.0018712465396437336 0.0011291463642338227 0.0018069288212445161 8.7957271551257133e-05 0.00075212633110177652 0.0015499764579673769 0.001712882661000951 0.0015697470403058507 0.0019352172083154178 0.0021067802277589124 0.0016314002970116519 0.0017796288413617339 0.0014495859926970001
leaf_weight=64 65 56 89 53 90 55 53 52 101 53 59 58 69 53 53 52 86 840 100 207 55 52 111 52 55 62 58 52 68 77
leaf_count=64 65 56 89 53 90 55 53 52 101 53 59 58 69 53 53 52 86 840 100 207 55 52 111 52 55 62 58 52 68 77
internal_value=0 0.00103542 0.000825932 0.00176192 0.00149414 0.000708552 0.00181855 0.00184686 0.00153664 0.00160113 0.00164119 0.00145729 0.00159765 0.00178552 0.000482374 0.00182878 0.00164012 0.00185851 0.000885627 0.00184229 0.000321641 0.0010004 0.00171735 0.00170452 0.00175653 0.00176362 0.0018865 0.0018017 0.00163337 0.00155599
internal_weight=0 670 460 2280 210 371 1686 1532 154 594 541 238 179 303 163 1468 200 1268 208 1216 108 152 318 250 120 148 898 121 197 129
internal_count=2950 670 460 2280 210 371 1686 1532 154 594 541 238 179 303 163 1468 200 1268 208 1216 108 152 318 250 120 148 898 121 197 129
is_linear=0
shrinkage=0.0032998


Tree=4651
num_leaves=25
num_cat=0
split_feature=1 2 2 15 2 2 3 0 0 13 2 2 160 13 1452 3 3 15 15 403 16 15 160 0
split_gain=33.8023 6.87213 3.62277 3.58754 2.14451 1.96552 1.59043 1.56079 1.48015 0.998907 0.965051 0.905105 0.765974 0.658228 0.601232 0.463127 0.462747 0.455774 0.434862 0.377479 0.347777 0.316906 0.209269 0.0808213
threshold=0.10921500000000002 0.14253500000000002 0.10060500000000001 -0.21242999999999998 -0.0098549999999999974 0.10979000000000001 -0.076189999999999994 -0.13165999999999997 -0.057749999999999989 -0.14847499999999997 0.092155000000000015 0.13388500000000003 -0.072489999999999985 -0.086874999999999994 0.085435000000000011 -0.092954999999999996 0.11995000000000001 -0.09416999999999999 -0.040119999999999996 -0.53447999999999996 0.0054050000000000009 -0.074124999999999983 0.024885000000000001 -0.077104999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 -1 6 -5 -4 -3 -6 14 13 -2 -9 19 -15 -7 -12 21 -11 -21 -17 23 -19
right_child=1 8 7 5 9 16 -8 11 -10 10 17 -13 -14 15 -16 18 -18 22 -20 20 -22 -23 -24 -25
leaf_value=0.0013573172615400657 0.00099072347194403831 0.00051241658379927826 0.0011568278612117883 0.0019754283336078397 0.0023281825739676102 0.00077672808234031563 0.0012815779699602778 0.0013433042043633811 -0.0002037595560046834 0.0016484837982999967 0.0014360382973122878 0.0012216897518403035 0.00049618214911512928 0.001550278502725182 0.002253878562232275 0.0018500803886599081 0.0011923306947935655 0.0016312411064447144 0.0020149176587073406 0.0019267188935606693 0.0017711914791801967 0.0015155369760498161 0.0019469027438155807 0.0017767677522116491
leaf_weight=89 54 77 93 62 54 55 87 52 53 68 59 52 94 93 53 76 64 88 87 1139 189 55 55 102
leaf_count=89 54 77 93 62 54 55 87 52 53 68 59 52 94 93 53 76 64 88 87 1139 189 55 55 102
internal_value=0 0.00088274 0.00179239 0.00108971 0.00185879 0.00131757 0.00157053 0.00154451 0.000220166 0.00188347 0.00186975 0.0016313 0.000676861 0.00168988 0.00190541 0.00174772 0.00100054 0.00169964 0.00183178 0.00189216 0.00190461 0.00170989 0.00176298 0.00170955
internal_weight=0 546 2404 416 1896 268 149 508 130 1807 1753 415 148 363 1449 311 119 304 218 1396 1328 131 245 190
internal_count=2950 546 2404 416 1896 268 149 508 130 1807 1753 415 148 363 1449 311 119 304 218 1396 1328 131 245 190
is_linear=0
shrinkage=0.0032998


Tree=4652
num_leaves=18
num_cat=0
split_feature=4 3 376 0 457 52 3 3 4 0 14 0 3 42 4 15 3
split_gain=47.3734 13.8587 9.67326 3.44485 3.11852 2.57919 1.8934 1.75287 1.96982 3.37761 1.58121 2.51823 3.38794 1.58552 0.882778 0.547462 0.36927
threshold=0.31392000000000003 0.28833000000000003 0.076485000000000011 -0.06952499999999999 0.10081000000000002 -0.4387299999999999 -0.084014999999999992 -0.12711499999999995 -0.40515499999999993 -0.034759999999999992 0.064610000000000015 -0.13409999999999997 0.057935000000000007 0.088185000000000013 0.51395000000000002 -0.41725999999999991 -0.082294999999999993
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 16 -2 -7 -9 -10 11 12 -1 -13 15 -8 -5
right_child=6 -3 -4 5 -6 7 14 8 9 -11 -12 13 -14 -15 -16 -17 -18
leaf_value=0.0010808020694952445 0.0010550350980685658 0.00052620821302787097 0.0010290954581101681 0.0023476683248976112 0.0014014526461048802 0.0011875735451796351 0.00090239798773026595 0.0023118942664316559 0.001855411518142685 0.00092439679884748368 0.0025969692698682447 0.0022417739261617626 0.0021018284679978701 0.0020191382171711623 0.0002225965688175 0.00048204622227512167 0.0019967469635251665
leaf_weight=56 87 69 102 86 62 64 55 63 201 54 85 1125 97 511 88 89 56
leaf_count=56 87 69 102 86 62 64 55 63 201 54 85 1125 97 511 88 89 56
internal_value=0 0.00198623 0.00202554 0.00206684 0.00213119 0.00182901 0.000639549 0.00168747 0.00178797 0.00165839 0.00215532 0.00213431 0.00172835 0.00217226 0.00048359 0.000642842 0.00220952
internal_weight=0 2631 2562 2460 1936 524 319 382 318 255 1874 1789 153 1636 232 144 142
internal_count=2950 2631 2562 2460 1936 524 319 382 318 255 1874 1789 153 1636 232 144 142
is_linear=0
shrinkage=0.0032998


Tree=4653
num_leaves=32
num_cat=0
split_feature=1 1 15 14 39 14 49 49 2 2 42 13 2 1 1 2 1 47 42 484 52 15 52 15 13 13 47 52 2 15 1
split_gain=29.3865 3.57237 3.44285 3.16121 2.68442 2.41622 2.10574 1.9674 1.49763 1.06042 1.01205 1.01605 0.755737 0.545429 0.704414 0.532302 0.530527 0.512451 0.453198 0.507369 0.444938 0.386835 0.440323 0.418334 0.359488 0.189206 0.183104 0.175516 0.103358 0.098436 0.035493
threshold=0.10921500000000002 0.089245000000000005 -0.26361999999999991 -0.45687499999999998 0.055555000000000007 0.064610000000000015 -0.032374999999999994 -0.034759999999999992 0.098655000000000007 0.10979000000000001 0.11769000000000002 0.036560000000000002 0.11891500000000001 0.085780000000000009 0.078320000000000015 -0.012574999999999998 0.087915000000000007 0.084695000000000006 0.088125000000000023 0.091180000000000011 0.008405000000000001 0.091600000000000015 -0.092084999999999986 0.11082500000000002 -0.059629999999999996 -0.049994999999999991 0.11043500000000002 0.024870000000000003 0.11426500000000002 -1.0000000180025095e-35 0.10174000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 12 -3 13 26 11 24 -4 14 18 -5 -15 -11 19 -1 -20 22 30 -23 28 -24 -8 -26 -10 -27 -9
right_child=2 4 6 15 -6 -7 9 21 10 17 -12 -13 -14 16 -16 -17 -18 -19 20 -21 -22 23 25 -25 27 29 -28 -29 -30 -31 -32
leaf_value=0.0016193800180523763 0.00099931173731806306 0.00089648340719975146 0.00077695607403552996 0.00030586372131999003 0.00069208905725964256 0.002139388820446442 0.0014115676908066966 0.0014835488947923818 0.0013477039881097694 0.00057628785363291379 0.00093575739821914825 0.001078691110621537 0.00025809593177283669 0.0012295285827383226 0.0019168855961728621 -0.00010332191144620948 0.0016314939879863003 0.0010244332107611357 0.0013206967122590561 0.0019475405484891031 0.0015945421176863164 0.001744120396368045 0.0011463927749989552 0.0013710996734742549 0.001546497923931275 0.0012670759965165135 0.0011387443950935724 0.0018196769789449866 0.0015417503575417392 0.0014751055757385148 0.0016190935169873152
leaf_weight=809 53 82 59 57 74 80 55 53 87 52 52 69 64 81 85 88 66 61 110 56 165 86 70 55 57 54 57 52 52 54 55
leaf_count=809 53 82 59 57 74 80 55 53 87 52 52 69 64 81 85 88 66 61 110 56 165 86 70 55 57 54 57 52 52 54 55
internal_value=0 0.00150544 0.000657285 0.000309623 0.0012803 0.00157749 0.000854991 0.00136575 0.00155165 0.00104492 0.00136439 0.00143459 0.000507266 0.00160199 0.00162497 5.72874e-05 0.00141024 0.000818519 0.00160318 0.00164067 0.00148513 0.00145578 0.00138512 0.00159887 0.00153347 0.00128312 0.00127303 0.00167715 0.00142055 0.00137142 0.0015529
internal_weight=0 2404 546 198 583 1821 348 509 1741 225 369 317 123 1372 1225 145 147 113 1140 865 275 427 286 141 248 178 112 109 139 108 108
internal_count=2950 2404 546 198 583 1821 348 509 1741 225 369 317 123 1372 1225 145 147 113 1140 865 275 427 286 141 248 178 112 109 139 108 108
is_linear=0
shrinkage=0.0032998


Tree=4654
num_leaves=19
num_cat=0
split_feature=1 2 4 124 123 4 2 150 1 2 1 15 49 3 13 403 4 49
split_gain=30.7891 5.0228 4.88957 3.30671 2.03834 1.89519 1.47155 1.24946 3.02419 1.15474 0.889643 0.744734 0.771975 0.692725 0.66406 0.581843 0.360734 0.160632
threshold=0.10910500000000002 0.14253500000000002 0.31392000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.41939500000000002 0.10979000000000001 0.082085000000000019 0.086165000000000005 0.13084500000000002 0.14039500000000002 -0.22991499999999995 0.097940000000000013 -0.076189999999999994 -0.019539999999999998 -0.53317999999999988 0.057200000000000008 -0.081489999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 7 6 13 9 17 11 -3 -1 15 -5 -2 -13 -14 -9
right_child=1 10 -4 5 -6 -7 -8 8 -10 -11 -12 12 16 -15 -16 -17 -18 -19
leaf_value=0.0020706923066738229 0.00068550152206232309 0.00050141028575607406 0.00068429197001973496 0.0017494329102035338 0.001181911342402978 0.00069407358707563108 0.00096600299552320216 0.0018519109107068962 0.00083180712856337322 0.001195786347319882 -5.0751620428189526e-05 0.0014405747539224145 0.0015730985537982937 0.0012461471353068221 0.00016928239853042704 0.0017199426731754164 0.0012421342914860562 0.0015992343879630106
leaf_weight=57 55 55 60 63 102 90 100 54 66 52 75 87 126 58 54 1680 52 64
leaf_count=57 55 55 60 63 102 90 100 54 66 52 75 87 126 58 54 1680 52 64
internal_value=0 0.000749725 0.00161544 0.000925185 0.0016393 0.0010986 0.00126317 0.00166013 0.0013985 0.00168355 0.000182584 0.00169621 0.00168521 0.00150848 0.000430083 0.00170621 0.00147661 0.00171516
internal_weight=0 550 2400 420 2340 311 221 2238 184 2054 130 2002 1945 121 109 1767 178 118
internal_count=2950 550 2400 420 2340 311 221 2238 184 2054 130 2002 1945 121 109 1767 178 118
is_linear=0
shrinkage=0.0032998


Tree=4655
num_leaves=17
num_cat=0
split_feature=4 11 11 2 2 159 15 0 0 12 12 475 4 15 4 15
split_gain=1.98565 0.775103 0.772885 0.613512 0.488156 0.399956 0.546169 0.300174 0.492929 0.349269 0.543656 0.329637 0.265626 0.217218 0.174174 0.117955
threshold=0.31392000000000003 1.0000000180025095e-35 0.085630000000000026 -0.0098549999999999974 0.14290000000000003 0.087060000000000012 -0.2987999999999999 -0.15445999999999996 -0.12851999999999997 0.08598500000000002 0.085655000000000023 -0.083559999999999982 -0.0029949999999999998 -0.090909999999999977 0.41464000000000006 -0.45371999999999996
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 13 12 10 -10 -11 -9 -5 -8 -2
right_child=5 2 -4 4 -6 -7 14 8 9 11 -12 -13 -14 -15 -16 -17
leaf_value=0.00071063928653869533 -0.0059976274551216367 0.039982305436642641 0.016581265623751534 0.016722233388361322 0.0026358604592877431 0.010209134807651501 -0.0010501166738451754 -0.0044478406295913485 0.017336485234819472 0.0010399148714554389 0.034840832724553454 0.014604740665446347 0.011701909414252974 0.03199987757336966 0.012283913222665995 -0.0173502408086261
leaf_weight=89 52 69 96 55 88 92 59 53 613 53 55 1360 63 52 52 53
leaf_count=89 52 69 96 55 88 92 59 53 613 53 55 1360 63 52 52 53
internal_value=0 0.0151959 0.026378 0.0144515 0.014962 0.000912385 -0.00303903 0.015432 0.0150059 0.0156014 0.0187804 0.0140972 0.00430766 0.0241637 0.00518027 -0.0117451
internal_weight=0 2646 165 2481 2392 308 216 2304 2197 2081 668 1413 116 107 111 105
internal_count=2954 2646 165 2481 2392 308 216 2304 2197 2081 668 1413 116 107 111 105
is_linear=0
shrinkage=0.16829


Tree=4656
num_leaves=26
num_cat=0
split_feature=4 2 12 4 3 4 13 2 3 3 13 2 13 39 42 12 16 42 3 16 159 49 4 4 49
split_gain=38.1781 11.4912 6.47853 1.97825 1.51347 1.37484 1.22533 1.12674 1.1187 1.11467 1.15767 0.991733 1.16973 0.904654 0.893508 0.835471 0.59272 0.501029 0.469976 0.454987 0.332763 0.315385 0.30487 0.158988 0.438237
threshold=0.31392000000000003 0.13388500000000003 -0.012249999999999999 -0.081204999999999986 0.092005000000000017 -0.0048949999999999992 0.0083850000000000018 0.153865 0.35004500000000011 -0.14186499999999996 0.06301000000000001 0.088065000000000018 -0.0037749999999999993 0.087880000000000014 -1.0000000180025095e-35 0.083785000000000012 -0.074254999999999988 0.089975000000000013 -0.014924999999999999 -0.0032799999999999995 0.085280000000000009 0.10960000000000002 -0.023779999999999999 0.50609000000000004 -0.013329999999999998
decision_type=2 2 2 2 2 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 6 18 17 -3 13 10 -4 15 -13 23 -7 -11 -17 20 -1 22 -5 -19 -8 24 -2
right_child=8 7 3 4 -6 14 19 -9 -10 11 -12 12 -14 -15 -16 16 -18 21 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.001261919503637454 0.00095840478417145818 0.0011143807880425445 0.0026868004863330117 0.001924530483488007 0.0014020613111798664 0.0018715366070649244 0.0019231692777044501 0.0004927827786309775 0.00014714249497303273 0.002415441480571958 0.0020773133379022694 0.001366797688560874 0.0019693184812216188 0.00040668848052024376 0.0012733596285513314 0.002071820785896844 0.0017114771374157846 0.0018479670521272479 0.00082336294463377486 0.0013590728448265898 0.0021117240319377876 0.0015712630825047468 0.0015965935123461318 0.00096102120796067315 0.00053166783980904185
leaf_weight=55 52 76 56 693 81 55 52 55 54 66 89 54 103 91 55 281 62 442 53 54 127 52 85 57 54
leaf_count=55 52 76 56 693 81 55 52 55 54 66 89 54 103 91 55 281 62 442 53 54 127 52 85 57 54
internal_value=0 0.00180699 0.00185663 0.00190826 0.0018432 0.00131247 0.00186692 0.000853673 0.000579288 0.00205332 0.00231294 0.00198675 0.00176231 0.000671022 0.00157277 0.00207282 0.00200679 0.00190297 0.00104703 0.00161872 0.00195357 0.00181891 0.00172081 0.000818379 0.000741343
internal_weight=0 2646 2515 2297 1586 218 1505 131 308 711 145 566 157 254 110 409 343 1314 108 191 820 494 137 163 106
internal_count=2954 2646 2515 2297 1586 218 1505 131 308 711 145 566 157 254 110 409 343 1314 108 191 820 494 137 163 106
is_linear=0
shrinkage=0.0032998


Tree=4657
num_leaves=22
num_cat=0
split_feature=4 40 4 3 13 124 4 10 13 455 1 12 3 42 52 156 3 40 4 1 474
split_gain=1.56234 0.646307 0.434411 0.413219 0.592065 0.407532 0.369619 0.281041 0.288162 0.26965 0.253808 0.542579 0.435819 0.812377 0.435618 0.410399 0.456326 0.233618 0.217913 0.207848 0.195418
threshold=0.31392000000000003 -0.0099849999999999991 -0.031159999999999997 -0.14186499999999996 0.044405000000000007 -0.080429999999999988 -0.46195999999999998 0.043560000000000008 -0.15941999999999998 0.079195000000000015 0.080320000000000016 0.083785000000000012 -0.083574999999999997 -0.062334999999999995 -0.011964999999999998 0.098800000000000013 -0.082004999999999981 -0.062739999999999976 0.18095500000000003 0.12156000000000002 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 2 -1 4 -3 -4 -6 8 -2 10 11 14 13 -12 -5 16 -14 -10 20 -19 -13
right_child=7 3 5 9 6 -7 -8 -9 17 -11 12 18 15 -15 -16 -17 -18 19 -20 -21 -22
leaf_value=-0.0064355734300523132 0.013403319961208691 0.033280131030543149 0.00077374931099914149 0.015050487514375455 0.024015339785177649 0.017683184613469887 0.0048859396645551971 -0.010046511384472902 0.008804306946733181 0.025945559856692713 0.016797185063703271 0.012782443212885455 0.02538739659777732 -0.010625466195172991 0.034643299854710929 0.027236073028639413 0.01007876601769352 0.0016850616461679584 0.024066314048412061 -0.012000242108119185 0.019449525215951266
leaf_weight=64 63 80 75 61 57 88 58 52 62 53 57 1088 62 66 69 53 514 79 59 52 142
leaf_count=64 63 80 75 61 57 88 58 52 62 53 57 1088 62 66 69 53 514 79 59 52 142
internal_value=0 0.0138947 0.00529636 0.0147008 0.0221449 0.00991379 0.0143831 0.00122391 0.00352023 0.0140473 0.013756 0.0150844 0.011247 0.00206799 0.0254636 0.0130391 0.0117297 0.000284841 0.0140362 -0.00373356 0.0135536
internal_weight=0 2646 227 2419 195 163 115 308 256 2224 2171 1419 752 123 130 629 576 193 1289 131 1230
internal_count=2954 2646 227 2419 195 163 115 308 256 2224 2171 1419 752 123 130 629 576 193 1289 131 1230
is_linear=0
shrinkage=0.16829


Tree=4658
num_leaves=15
num_cat=0
split_feature=4 1 3 12 48 151 0 3 457 484 16 2 12 16
split_gain=1.0808 0.516064 0.332176 0.433722 0.361827 0.341314 0.344701 0.274609 0.291105 0.251024 0.390605 0.318761 0.221562 0.156072
threshold=0.31392000000000003 0.13872000000000004 -0.14186499999999996 0.084535000000000013 -0.087924999999999989 0.0048400000000000014 -0.22984499999999997 -0.11266 0.090150000000000022 0.085640000000000008 -0.11082499999999999 0.10724500000000002 0.093455000000000024 -0.53342999999999996
decision_type=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 11 -2 -5 -13
right_child=9 -3 4 12 5 -7 7 8 -10 -11 -12 13 -14 -15
leaf_value=0.0071020702978904027 -0.0060815184310301197 -0.0045498786745786588 0.025126988077886419 0.031289016845629215 0.024900504540142417 0.0012953132188509629 0.00015764065494531883 0.011141271003961027 0.023688678700124744 0.010995816151768253 -0.013131875740244787 0.0023473891982269059 0.017484544270319233 0.014844405802579232
leaf_weight=64 75 55 53 63 53 98 63 2072 54 58 60 63 71 52
leaf_count=64 75 55 53 63 53 98 63 2072 54 58 60 63 71 52
internal_value=0 0.0115577 0.0119003 0.0185391 0.0113503 0.0110375 0.0114625 0.0111363 0.0114608 0.00101794 -0.00128974 0.00244043 0.0239881 0.00801384
internal_weight=0 2646 2591 198 2393 2340 2242 2189 2126 308 250 190 134 115
internal_count=2954 2646 2591 198 2393 2340 2242 2189 2126 308 250 190 134 115
is_linear=0
shrinkage=0.16829


Tree=4659
num_leaves=27
num_cat=0
split_feature=4 2 12 150 2 39 2 12 48 3 41 4 2 3 150 12 4 4 12 12 4 2 3 15 159 4
split_gain=58.4753 23.0524 12.4555 3.85832 2.36523 2.52823 2.22699 1.97315 1.9247 1.44542 1.29965 1.13859 0.829494 0.609754 0.459136 0.431321 0.404276 0.75085 0.37554 0.287336 0.28416 0.303496 0.266038 0.252533 0.209774 0.121865
threshold=0.31392000000000003 0.13388500000000003 0.056995000000000011 0.083435000000000023 0.10859000000000001 0.08252000000000001 0.14870000000000003 0.093910000000000007 0.086840000000000014 -0.073159999999999989 0.075585000000000013 0.043640000000000005 0.10773000000000001 -0.11372999999999998 0.090965000000000004 0.11697000000000002 -0.17568999999999999 -0.005814999999999999 0.099035000000000026 0.088295000000000012 -0.085594999999999991 0.084095000000000017 -0.082474999999999979 0.09172000000000001 0.086975000000000011 0.056815000000000011
decision_type=2 2 2 2 2 2 2 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 16 9 10 -3 -2 19 13 -11 -9 -5 23 -1 -18 -13 20 21 -4 -22 -15 25 -21
right_child=6 8 7 14 -6 -7 -8 11 -10 12 -12 18 -14 15 -16 -17 17 -19 -20 24 22 -23 -24 -25 -26 -27
leaf_value=0.0082188363972048196 0.0068902059582872438 0.0070205055815522029 0.0085160679282216874 0.0071669240020758923 0.0071203226794847559 0.007297314278979887 0.0057697571265969546 0.0082874003117258243 0.0062031443636909253 0.0060819151483574359 0.0086373114475730602 0.0078751594932268826 0.0065507821008187438 0.0078989696510240581 0.00673471661258177 0.007660251681557967 0.0075820277488710362 0.0080930349077691765 0.0074983264051983684 0.0081186310254752099 0.0080896822466970039 0.0081816390925177583 0.0082441579339770504 0.008087354236344383 0.0078639447253020332 0.0079221473660077806
leaf_weight=67 79 56 61 66 71 80 54 77 75 77 61 56 98 180 53 53 56 83 78 463 390 81 232 194 58 55
leaf_count=67 79 56 61 66 71 80 54 77 75 77 61 56 98 180 53 53 56 83 78 463 390 81 232 194 58 55
internal_value=0 0.00790387 0.00797422 0.00749259 0.00766512 0.00780024 0.00638404 0.00808664 0.00655282 0.00651449 0.00815681 0.00793251 0.00634468 0.00800593 0.00697472 0.00795509 0.00799538 0.00788742 0.00765607 0.00813491 0.00818052 0.00832555 0.00814736 0.00799678 0.00807435 0.00809784
internal_weight=0 2646 2515 476 357 286 308 2039 131 254 1401 638 175 504 119 427 206 139 134 1340 764 142 622 374 576 518
internal_count=2954 2646 2515 476 357 286 308 2039 131 254 1401 638 175 504 119 427 206 139 134 1340 764 142 622 374 576 518
is_linear=0
shrinkage=0.0032998


Tree=4660
num_leaves=24
num_cat=0
split_feature=2 15 2 3 52 52 0 15 0 12 3 0 2 0 0 11 0 2 403 157 15 3 15
split_gain=34.4627 15.7039 9.46077 7.22718 4.09435 4.62395 3.69137 2.93902 3.32311 2.28354 2.21758 2.57701 2.24441 1.16948 1.13769 1.03847 0.924179 0.840716 0.690294 0.592971 0.590113 0.581504 0.240698
threshold=0.11366500000000002 -0.2987999999999999 0.17553000000000005 -0.046079999999999989 -0.41694999999999993 0.0062600000000000008 -0.14867499999999997 0.015700000000000002 0.044695000000000006 0.092755000000000018 0.095880000000000007 -0.077364999999999975 0.099435000000000009 -0.11167499999999998 -0.12368999999999998 0.077600000000000016 -0.079119999999999982 0.13501500000000002 -0.092059999999999989 -0.0089949999999999978 -0.17840999999999999 -0.088824999999999987 -0.024929999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 -2 14 -3 8 10 13 11 12 -5 -8 -6 19 18 -7 -15 -11 -16 -18 -21
right_child=2 3 -4 7 5 17 9 -9 -10 15 -12 -13 -14 16 20 -17 21 -19 -20 22 -22 -23 -24
leaf_value=0.00066528097704922167 0.0021134355292403077 0.0030047876491305875 -3.6066362610336821e-05 0.002071348144770108 0.00058860996689484362 0.001836852818082143 0.0017968037833373429 0.0023867498252759366 0.0023393327683428711 0.0017150117587406782 0.0010108377155004873 0.0010355240093818368 0.0012589361866278466 0.0020943539551369259 0.00079997159699850046 0.0015754490274141008 0.0019227780513759341 0.0013070395236731527 0.0023537633598460094 0.001989162441772622 0.0012639845502462916 0.0022824436964851104 0.0021451001736868822
leaf_weight=84 57 61 68 131 95 85 58 65 60 52 79 57 52 131 52 55 118 54 886 177 72 87 319
leaf_count=84 57 61 68 131 95 85 58 65 60 52 79 57 52 131 52 55 118 54 886 177 72 87 319
internal_value=0 0.0020682 0.00110433 0.00211754 0.00129127 0.00116027 0.00220436 0.00173731 0.00162584 0.00217841 0.00149153 0.00164961 0.00184069 0.00225751 0.000861159 0.00201046 0.00227935 0.00163128 0.00232038 0.00205405 0.00106968 0.00207559 0.00208952
internal_weight=0 2472 483 2388 415 358 1944 444 379 1883 319 240 183 1280 219 603 1222 139 1017 548 124 205 496
internal_count=2955 2472 483 2388 415 358 1944 444 379 1883 319 240 183 1280 219 603 1222 139 1017 548 124 205 496
is_linear=0
shrinkage=0.0032998


Tree=4661
num_leaves=18
num_cat=0
split_feature=1 2 12 12 150 14 1 2 41 12 34 484 484 1 16 2 3
split_gain=32.2984 7.12589 3.69751 3.09213 1.96944 2.14718 1.42754 1.1882 1.26501 1.04749 0.762037 0.691868 1.02571 0.542777 0.531444 0.215442 0.134695
threshold=0.10910500000000002 0.14744000000000002 0.085075000000000026 -0.086254999999999984 0.10980500000000001 0.073890000000000011 0.092900000000000024 0.12336000000000001 0.077915000000000012 0.096990000000000007 -0.027829999999999997 0.085515000000000022 0.088465000000000016 0.10471000000000001 -0.083144999999999983 0.12250500000000002 0.0066850000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 6 5 7 -1 8 11 -4 -2 13 -13 -5 15 -12 -3
right_child=1 16 9 4 -6 -7 -8 -9 -10 -11 14 12 -14 -15 -16 -17 -18
leaf_value=0.0016840678410642849 0.00054766867780165981 0.00025215527716515834 0.0019006115231661404 0.0018931545897358871 0.001356367831887493 0.0023596654838935736 0.00094971253871091097 0.0014041281355311145 0.0013550492159667348 0.0013141925560660212 0.00094239705669952798 0.0013041529789491356 0.0018222010477906658 0.0015934324297654484 0.0011478950230257132 0.00065922489387170043 1.3889157145377943e-05
leaf_weight=53 61 52 52 1722 91 88 64 69 56 94 69 58 153 70 98 53 52
leaf_count=53 61 52 52 1722 91 88 64 69 56 94 69 58 153 70 98 53 52
internal_value=0 0.00090831 0.00109697 0.00180701 0.00183359 0.00185317 0.00128267 0.00183221 0.00184653 0.0015233 0.000875343 0.00186026 0.00167997 0.00188147 0.000966039 0.000819668 0.000133361
internal_weight=0 531 427 2424 2307 2216 117 2128 2059 146 281 2003 211 1792 220 122 104
internal_count=2955 531 427 2424 2307 2216 117 2128 2059 146 281 2003 211 1792 220 122 104
is_linear=0
shrinkage=0.0032998


Tree=4662
num_leaves=35
num_cat=0
split_feature=2 15 4 13 42 10 159 42 2 15 133 2 2 42 4 42 3 403 13 16 42 3 3 1209 16 3 484 133 15 3 42 2 49 2
split_gain=1.91664 0.541844 0.825022 0.637151 0.918829 0.474077 0.470713 0.49276 0.486642 1.00709 0.412378 0.403091 0.372361 0.372835 0.310418 0.299295 0.337113 0.29519 0.29276 0.325571 0.277572 0.25435 0.216374 0.197601 0.216715 0.197251 0.161566 0.185531 0.154286 0.138448 0.111089 0.108614 0.0999325 0.0645179
threshold=0.14870000000000003 0.039965000000000007 -0.111135 -0.057284999999999996 0.085495000000000015 -0.3672999999999999 0.082200000000000009 -0.045589999999999992 -0.069044999999999981 -0.015539999999999998 0.083000000000000018 0.092855000000000007 0.087355000000000002 -0.024804999999999997 0.024470000000000002 0.08400500000000001 -0.081574999999999995 -0.53447999999999996 0.0048350000000000008 -0.094469999999999985 0.088185000000000013 -0.10067 -0.037084999999999993 0.083050000000000013 0.0030150000000000008 -0.077054999999999985 1.0000000180025095e-35 0.087950000000000014 -0.068309999999999996 0.0066850000000000008 0.085790000000000019 0.09277500000000001 0.091160000000000005 0.089255000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 6 -2 7 14 -9 -10 11 20 -8 -14 31 -12 26 -4 19 -19 30 -20 32 24 -21 -13 27 -17 -22 -27 -1 -5 -18 -23
right_child=5 2 17 4 -6 -7 12 8 9 -11 15 25 13 -15 -16 16 22 18 21 23 28 33 -24 -25 -26 29 -28 -29 -30 -31 -32 -33 -34 -35
leaf_value=0.020385359127280948 0.0080433559319109567 0.03616978723487483 0.0093920739490497736 0.018524747619059551 -0.0078010983629080155 -0.01299903738508623 0.009806092328300986 0.0230566418340502 0.011942061393409097 -0.0083939158301557792 0.031829733774724624 0.0014321355143873055 0.018524319019484904 0.037162385651831539 0.0098011255431466066 0.026414763786320655 0.035304108127683892 0.012276029352143069 0.022957925617119037 0.022982738934837193 0.019403779617495068 0.0044395053458674691 0.017412606097819784 0.030435621224701559 0.013839117295159688 0.018199231563188954 0.0084382960777349761 0.012238772341781973 0.008812353374677933 0.0073771963607636541 0.030523580313325575 0.028430579598929598 0.025144247545431219 0.012778324485887869
leaf_weight=63 54 89 80 67 59 69 54 52 217 101 83 59 71 54 78 52 55 97 54 511 92 52 59 84 87 72 64 54 69 64 63 62 59 55
leaf_count=63 54 89 80 67 59 69 54 52 217 101 83 59 71 54 78 52 55 97 54 511 92 52 59 84 87 72 64 54 69 64 63 62 59 55
internal_value=0 0.0177007 0.0206076 0.0158286 0.0124063 -0.00374631 0.0139858 0.0116401 0.00795294 0.0054775 0.0188984 0.015515 0.021537 0.0265903 0.0182219 0.0227224 0.0205133 0.0192479 0.0200848 0.0214389 0.0195326 0.0135216 0.0257582 0.0227395 0.0216555 0.00959269 0.0151653 0.01921 0.0148758 0.0131197 0.0254687 0.0232996 0.0300617 0.00874261
internal_weight=0 2832 1109 1723 815 123 756 577 370 318 908 482 179 125 207 426 343 1020 940 779 287 161 173 682 598 195 170 106 161 136 126 129 114 107
internal_count=2955 2832 1109 1723 815 123 756 577 370 318 908 482 179 125 207 426 343 1020 940 779 287 161 173 682 598 195 170 106 161 136 126 129 114 107
is_linear=0
shrinkage=0.16829


Tree=4663
num_leaves=21
num_cat=0
split_feature=4 2 150 2 2 12 12 16 16 4 403 475 475 10 2 4 160 16 133 16
split_gain=22.0498 5.62649 4.70906 2.76804 1.73705 1.47503 1.42106 0.994768 0.848099 0.797197 0.720815 0.620895 0.461656 0.435966 0.943439 0.421364 0.353176 0.313841 0.25666 0.218539
threshold=0.31392000000000003 0.14415000000000003 0.077110000000000012 0.10019000000000002 0.14870000000000003 -1.0000000180025095e-35 0.083175000000000013 -0.011964999999999998 -0.018754999999999997 -0.005814999999999999 -0.084399999999999989 -0.084924999999999987 -0.065504999999999994 1.0000000180025095e-35 0.11523000000000001 -0.083804999999999977 0.051580000000000008 -0.095564999999999983 0.035950000000000003 -0.50720999999999983
decision_type=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 13 9 -4 8 15 -1 -9 -12 -13 14 -2 17 -17 -7 -8 -16
right_child=4 -3 3 -5 -6 7 18 10 -10 -11 11 12 -14 -15 19 16 -18 -19 -20 -21
leaf_value=0.0010520467849060922 0.0010871726483645593 0.00068710220664438529 0.0010565759483061694 0.00062889826674145458 9.4731780402159736e-05 0.00203949701405523 0.0014262737946951634 0.0012377536691394113 0.0021027267991755609 0.0015157848885243772 0.001843823733246724 0.0012825686688214409 0.0015818843687317036 0.00047518383674831431 0.00047127413150740619 0.0016352001469198435 0.0018432592868811817 0.0017494469617431411 0.0017335090063390914 0.00075511115231292273
leaf_weight=68 80 80 92 74 56 52 55 71 57 102 92 64 550 55 56 892 102 222 70 65
leaf_count=68 80 80 92 74 56 52 55 71 57 102 92 64 550 55 56 892 102 222 70 65
internal_value=0 0.00154964 0.00157655 0.00118089 0.000621886 0.00162721 0.00136897 0.0016512 0.00170644 0.0013305 0.00155694 0.00158898 0.00155074 0.000737063 0.000808547 0.0016886 0.00165659 0.00180462 0.00159861 0.00062404
internal_weight=0 2643 2563 291 312 2272 217 2102 1325 170 777 706 614 256 201 1268 994 274 125 121
internal_count=2955 2643 2563 291 312 2272 217 2102 1325 170 777 706 614 256 201 1268 994 274 125 121
is_linear=0
shrinkage=0.0032998


Tree=4664
num_leaves=25
num_cat=0
split_feature=4 12 12 457 133 13 14 16 14 52 52 4 16 12 481 52 4 4 13 457 13 13 156 4
split_gain=32.8522 9.0741 4.97179 3.13983 2.94048 2.66063 1.92227 3.79769 1.85386 1.63224 1.63274 0.917699 0.872482 0.693647 0.590894 0.509408 1.0435 0.445289 0.378722 0.344845 0.317677 0.299114 0.283215 0.132258
threshold=0.31392000000000003 0.056995000000000011 0.13642500000000005 0.092240000000000003 0.085835000000000009 -0.27740999999999993 -0.41608999999999996 -0.49353499999999995 0.076450000000000004 -0.091869999999999993 -0.069059999999999996 -0.075559999999999974 -0.07027499999999999 0.090455000000000021 -0.0087899999999999975 -0.092084999999999986 -0.10429499999999998 0.41377500000000006 0.060680000000000005 0.064110000000000014 0.076825000000000018 -0.065539999999999987 0.083125000000000018 0.42642000000000008
decision_type=2 2 2 2 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 -1 -2 17 11 22 -11 15 -12 14 -13 -3 -17 -8 -18 -16 21 -15 -7 -19
right_child=6 2 -4 -5 -6 9 7 -9 -10 10 12 13 -14 20 19 16 18 23 -20 -21 -22 -23 -24 -25
leaf_value=0.00098372736042821071 0.0012476583681425145 0.0023068325695994869 0.0010478752268083188 0.00072964737234550115 0.00098978393129350601 0.0019549803957216155 0.001136571664142367 2.3990546311363595e-05 0.0025351845569632214 0.0011990787386747927 0.0020638803193577882 0.0022524525898640112 0.0016112829002883082 0.0018852802352583499 0.001994726189015084 0.0015920542592119105 0.0021008346529859164 0.00064943128936251942 0.0018474240108833021 0.001731971089470619 0.0020569355223811598 0.0017263683261488872 0.0022995778969963411 0.00088173121226669464
leaf_weight=52 64 87 62 53 79 56 55 82 68 68 79 90 116 302 387 54 586 53 75 66 69 241 53 58
leaf_count=52 64 87 62 53 79 56 55 82 68 68 79 90 116 302 387 54 586 53 75 66 69 241 53 58
internal_value=0 0.00186967 0.00196952 0.00149481 0.00157536 0.00168439 0.000737276 0.000605422 0.00199772 0.00178223 0.00164092 0.00197903 0.00179482 0.00191905 0.00200564 0.00206536 0.00203593 0.000892423 0.00207213 0.00195652 0.00184217 0.00181482 0.00212286 0.000771131
internal_weight=0 2643 2087 556 503 424 312 248 2025 372 263 1957 195 1155 543 802 715 166 661 453 612 543 109 111
internal_count=2955 2643 2087 556 503 424 312 248 2025 372 263 1957 195 1155 543 802 715 166 661 453 612 543 109 111
is_linear=0
shrinkage=0.0032998


Tree=4665
num_leaves=20
num_cat=0
split_feature=2 15 14 2 2 2 151 151 15 150 16 48 1447 2 16 15 2 39 15
split_gain=27.3188 10.8557 5.30468 4.12971 3.81974 3.78693 2.25312 1.8029 1.85873 1.2943 1.02822 0.990009 0.850609 0.588782 0.895616 0.443505 0.363926 0.321303 0.256319
threshold=0.12026500000000001 -0.38214499999999996 0.073890000000000011 -1.0000000180025095e-35 0.16993500000000003 0.097005000000000022 -1.0000000180025095e-35 -0.030624999999999996 -0.13843999999999998 0.082965000000000025 0.25032500000000008 -0.07607499999999999 -0.079709999999999989 0.10656 0.51041000000000014 -0.042209999999999991 0.13388500000000003 0.085855000000000015 0.025430000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 6 7 10 -3 -2 -9 13 11 -5 -13 18 -15 -12 -10 -1 -7
right_child=4 2 -4 5 -6 9 -8 8 16 -11 15 12 -14 14 -16 -17 -18 -19 -20
leaf_value=0.00098333557239423412 0.00046989238635989901 0.00075858071950208824 0.0026866125748970411 0.0015385488416174281 0.00016654539842265271 0.0017691418926744208 0.0016331709243501754 0.00081787364252628293 0.0016188377652351677 0.0012444821081068517 0.0018352981176985846 0.0022224644113908328 0.0019756849174903325 0.0014786611124751154 0.0019350998424263587 0.0014615208842748617 0.0012492409498007493 0.00061862245468995364 0.0020315763816803876
leaf_weight=55 52 53 86 52 72 185 82 98 59 75 103 175 1312 182 64 54 60 52 55
leaf_count=55 52 53 86 52 72 185 82 98 59 75 103 175 1312 182 64 54 60 52 55
internal_value=0 0.00183607 0.00188051 0.00185152 0.000842182 0.00188508 0.00129007 0.00102289 0.00115524 0.00164968 0.00196293 0.00198902 0.00200475 0.00171213 0.00159755 0.00170696 0.00143278 0.000806421 0.00182943
internal_weight=0 2585 2478 2392 341 2257 135 269 217 561 1696 1539 1487 486 246 157 119 107 240
internal_count=2926 2585 2478 2392 341 2257 135 269 217 561 1696 1539 1487 486 246 157 119 107 240
is_linear=0
shrinkage=0.0032998


Tree=4666
num_leaves=16
num_cat=0
split_feature=39 9 13 457 12 130 403 1452 13 1429 1210 403 11 43 39
split_gain=0.957858 0.659659 0.524982 0.412361 0.345475 0.625023 0.583114 0.39404 0.323394 0.278018 0.290977 0.266522 0.297432 0.145843 0.130721
threshold=0.089030000000000012 0.09011000000000001 0.097460000000000019 0.11129500000000002 0.090285000000000018 -0.075254999999999989 -0.14820499999999998 0.087120000000000017 0.032645000000000007 -1.0000000180025095e-35 -0.062079999999999989 -0.41686499999999999 0.080455000000000013 -0.073404999999999984 0.10858500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 4 5 -1 -7 8 -8 -6 -11 -12 -13 -2 -15
right_child=2 -3 -4 -5 9 6 7 -9 -10 10 11 12 -14 14 -16
leaf_value=0.0074788198060556062 0.0075631537618352585 0.0026427980403826174 -0.006335409818410174 0.0062679080240499747 0.0064103405126162572 0.036435006258374432 0.020628967945542372 0.034903470397462374 0.03117503735537892 0.0084122050234908142 0.028122563232760744 0.017428829595729136 0.028617860438607947 0.022980184926074849 0.010949435074218887
leaf_weight=80 86 63 52 60 56 84 1240 64 89 73 92 708 75 52 52
leaf_count=80 86 63 52 60 56 84 1240 64 89 73 92 708 75 52 52
internal_value=0 0.0196929 0.00862449 0.0201021 0.0204255 0.0220002 0.0227855 0.0219612 0.0213366 0.0179816 0.0186632 0.0195164 0.0185029 0.0127282 0.0169821
internal_weight=0 2684 242 2621 2561 1557 1477 1393 1329 1004 948 875 783 190 104
internal_count=2926 2684 242 2621 2561 1557 1477 1393 1329 1004 948 875 783 190 104
is_linear=0
shrinkage=0.16829


Tree=4667
num_leaves=37
num_cat=0
split_feature=1 2 12 2 15 14 47 52 2 12 50 52 51 3 52 2 47 14 52 3 52 52 12 42 3 403 474 2 12 3 42 1 2 1 42 15
split_gain=28.3169 6.00984 4.63457 1.93045 1.42088 1.17424 1.11504 1.10201 1.08973 0.961832 0.81117 1.49907 1.47609 0.974747 0.606703 0.70621 0.600821 0.679444 0.496139 0.460575 0.397366 0.360394 0.339886 0.337946 0.706567 0.335697 0.328866 0.425531 0.320971 0.255507 0.239464 0.194053 0.310606 0.171401 0.158033 0.14127
threshold=0.10575500000000002 0.14253500000000002 0.085075000000000026 0.093320000000000014 -0.035654999999999992 0.073890000000000011 0.091930000000000012 -0.53473999999999988 0.17553000000000005 0.090455000000000021 -0.11980499999999998 0.029970000000000007 0.024640000000000006 -0.088484999999999994 -0.011964999999999998 0.084045000000000022 0.10409500000000001 -0.24529999999999999 -0.092084999999999986 -0.012504999999999997 0.10096500000000001 0.39985000000000009 0.08401500000000002 0.085495000000000015 -0.08095999999999999 -0.14820499999999998 0.083685000000000023 0.08647500000000001 -0.086254999999999984 0.0025650000000000004 0.087120000000000017 0.08845500000000002 0.088905000000000026 0.094655000000000017 0.083925000000000013 0.10189000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 9 -4 -5 -3 14 -9 12 13 -12 15 22 17 -2 -15 25 -13 35 -1 31 -25 -16 27 -17 -19 -30 -27 32 -11 -26 -28 -22
right_child=1 8 4 7 -6 -7 -8 10 -10 23 11 20 -14 18 19 26 -18 28 -20 -21 21 -23 -24 24 33 30 34 -29 29 -31 -32 -33 -34 -35 -36 -37
leaf_value=0.0012220089423311742 0.0010508795187770229 0.00051801290340911779 0.00088420949603766771 0.0018470998281906168 0.0018493234438223946 0.0021324303967297444 0.0015264226856273801 0.0018342901997851603 -9.5681250540642087e-05 0.0018954359799890313 0.00071799921506299886 0.0017763248829210251 0.0017204486174135229 0.0014409624019719619 0.0019883657873436215 0.0018755005073574163 0.0010898358039553003 0.00044986804150127374 0.0010809240324117357 0.0020766201078524673 0.0012832754338280748 0.0016550965036797836 0.001588775542768863 0.0011198020426730476 0.0014663516186948964 0.0016922041093734006 0.001986762017520603 0.0015171811420803284 0.00056377891694390895 0.00084135829821941016 0.0018404424755983917 0.0014896248559126009 0.0015561207151726004 0.001709477021392106 0.0017382738670020613 0.0015111504996177846
leaf_weight=57 52 61 56 85 60 66 63 54 65 58 52 78 55 74 67 52 55 73 99 57 72 95 56 55 83 406 53 128 66 83 179 66 64 56 69 56
leaf_count=57 52 61 56 85 60 66 63 54 65 58 52 78 55 74 67 52 55 73 99 57 72 95 56 55 83 406 53 128 66 83 179 66 64 56 69 56
internal_value=0 0.000846585 0.00100661 0.00163466 0.00143414 0.00169963 0.0012245 0.00149275 0.000201145 0.00168064 0.00144527 0.00140905 0.00123468 0.00111577 0.00172951 0.00162835 0.000773891 0.000710343 0.00123513 0.00178867 0.00157114 0.00149921 0.00140408 0.00153677 0.00143865 0.00176344 0.00171215 0.00162089 0.000630419 0.00071864 0.00173762 0.00163783 0.00171772 0.00156455 0.00184651 0.00138325
internal_weight=0 634 508 2292 179 1572 119 720 126 1506 635 581 280 225 1124 415 329 274 173 709 301 223 113 382 194 652 302 180 222 149 585 188 122 139 122 128
internal_count=2926 634 508 2292 179 1572 119 720 126 1506 635 581 280 225 1124 415 329 274 173 709 301 223 113 382 194 652 302 180 222 149 585 188 122 139 122 128
is_linear=0
shrinkage=0.0032998


Tree=4668
num_leaves=21
num_cat=0
split_feature=2 12 2 2 2 2 12 14 12 2 49 13 34 49 13 155 12 12 49 12
split_gain=27.0109 13.7795 3.28256 3.60007 2.73718 2.56456 2.31715 1.98814 1.87986 1.29537 1.09467 1.07056 1.03852 1.01186 0.717366 0.482766 0.386658 0.565463 0.490444 0.271052
threshold=0.13388500000000003 -1.0000000180025095e-35 0.11165000000000001 -0.098699999999999982 0.16993500000000003 -0.007134999999999999 0.090285000000000018 0.073890000000000011 0.090045000000000014 0.097005000000000022 -0.047859999999999993 -0.071104999999999988 -0.079669999999999977 -0.091004999999999989 -0.013254999999999998 0.08024000000000002 0.11619500000000001 0.10859000000000001 0.082820000000000019 0.098595000000000016
decision_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 11 12 7 10 -4 -7 13 -2 -1 -5 -11 -12 17 18 -8 -10
right_child=4 2 8 6 -6 9 16 -9 19 14 15 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0011248108636361231 0.0006129203106258513 0.0011245246080208648 0.0012288619776224506 0.0020988575587158691 0.0001297719536070001 0.0017459574417497468 0.0018955469757691234 0.0027221522106252662 0.0020058679054687357 0.0014650667734555254 0.0021191846353076798 0.001167923362220566 0.00052220614000129018 0.0015241156130582501 0.00095510933436125699 0.0017915315783116126 0.0016193150957868534 0.0022110583884772063 0.0016217205738230261 0.0017090084101084192
leaf_weight=71 71 52 99 62 72 93 604 53 54 65 1005 82 56 74 57 53 65 56 83 99
leaf_count=71 71 52 99 62 72 93 604 53 54 65 1005 82 56 74 57 53 65 56 83 99
internal_value=0 0.00185113 0.0019409 0.00198353 0.000660894 0.00123184 0.00200525 0.00209468 0.00158427 0.0014517 0.00206679 0.000910603 0.000859373 0.00178639 0.0012271 0.0021028 0.0018672 0.00188883 0.00186252 0.00181401
internal_weight=0 2701 2359 2107 225 342 2055 1247 252 215 1194 153 127 136 122 1058 808 743 687 153
internal_count=2926 2701 2359 2107 225 342 2055 1247 252 215 1194 153 127 136 122 1058 808 743 687 153
is_linear=0
shrinkage=0.0032998


Tree=4669
num_leaves=35
num_cat=0
split_feature=4 12 150 12 39 133 15 4 15 475 0 0 15 12 43 4 42 15 42 133 124 4 12 12 43 481 50 475 15 11 50 50 133 4
split_gain=24.9723 8.04409 2.97998 2.78057 1.79915 1.54646 1.28826 1.45204 1.28451 1.34139 1.30584 0.976215 0.863781 1.02797 0.764159 0.631605 0.622786 0.531314 0.46373 0.639332 0.437313 0.365215 0.385829 0.33894 0.336658 0.324697 0.310904 0.425768 0.273432 0.243552 0.178349 0.308565 0.114282 0.054497
threshold=0.27420500000000009 0.056995000000000011 0.085845000000000019 0.090285000000000018 0.088755000000000014 0.085895000000000013 -0.46188999999999997 0.41377500000000006 0.0047550000000000005 -0.067819999999999978 -0.055729999999999995 -0.060094999999999989 0.039965000000000007 0.083785000000000012 -0.081314999999999985 -0.086799999999999974 0.088185000000000013 -0.085259999999999989 0.088060000000000013 -0.011924999999999998 -0.048219999999999992 0.053330000000000009 0.098785000000000012 0.084930000000000019 -0.075374999999999984 -0.0082899999999999988 0.089915000000000009 -0.078604999999999994 0.088895000000000016 1.0000000180025095e-35 0.11028500000000001 0.08956500000000002 0.017095000000000003 -0.043174999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 -2 -8 9 -1 20 15 16 -14 -13 -5 25 -4 23 -20 -11 30 -23 -15 -6 -3 27 -27 -25 33 31 -17 -32 -16
right_child=4 3 17 11 24 -7 7 -9 -10 10 -12 14 13 18 29 21 -18 -19 19 -21 -22 22 -24 28 -26 26 -28 -29 -30 -31 32 -33 -34 -35
leaf_value=0.0010582473135391218 0.0013301779238199388 0.0021274259600085072 0.0011281082374836389 0.002077934896925608 0.00029433710041468052 0.001084226692228866 0.0011807899022257297 0.00052645518416553005 0.0020852998354510982 0.001512121762471653 0.0012428664981391682 0.0011740870652187643 0.0024427357398438924 0.0016914349352345063 0.0014568338185446208 0.0017778037753258744 0.0016220161676800075 0.00065823676488300609 0.0018984103414030472 0.0023811733914187701 0.0018676697515001496 0.0017440417138363995 0.0013809079298775658 0.0019244431587021067 0.00065595183925652885 0.0021192733470539694 0.0016589758821305858 0.0018404730071337402 0.002167262625316605 0.0018183399962137506 0.0015580673265790206 0.0020421117513880925 0.0017771638530750262 0.0016211335167088971
leaf_weight=56 73 72 54 69 62 76 63 90 52 54 72 53 67 53 52 402 94 52 53 72 136 75 58 216 52 88 60 203 70 54 61 57 53 52
leaf_count=56 73 72 54 69 62 76 63 90 52 54 72 53 67 53 52 402 94 52 53 72 136 75 58 216 52 88 60 203 70 54 61 57 53 52
internal_value=0 0.00174962 0.00139608 0.00184555 0.000798156 0.00151439 0.00096878 0.000796117 0.00160266 0.00152362 0.00162296 0.00171948 0.00196413 0.00205826 0.00151932 0.00177393 0.00186738 0.000897938 0.00200266 0.00217676 0.0017668 0.00174417 0.00158595 0.00193836 0.000459593 0.00192182 0.00187955 0.0019249 0.001984 0.00163491 0.00178083 0.0018107 0.00166024 0.00153932
internal_weight=0 2586 552 2034 340 446 226 153 370 318 262 986 1048 531 211 775 517 106 464 125 190 706 133 339 114 423 351 291 286 158 573 459 114 104
internal_count=2926 2586 552 2034 340 446 226 153 370 318 262 986 1048 531 211 775 517 106 464 125 190 706 133 339 114 423 351 291 286 158 573 459 114 104
is_linear=0
shrinkage=0.0032998


Tree=4670
num_leaves=17
num_cat=0
split_feature=2 3 30 15 15 3 14 14 3 16 16 0 2 2 15 3
split_gain=0.779998 0.507704 0.641834 0.478135 0.468927 0.448203 0.314264 0.301415 0.570329 1.06537 1.54318 0.506259 0.498762 0.343059 0.246265 0.101837
threshold=0.13388500000000003 0.110335 0.086220000000000019 -0.052239999999999988 -0.026469999999999997 0.28833000000000003 -0.13131999999999996 0.073890000000000011 -0.10337499999999998 0.08215500000000002 -0.077509999999999982 -0.14720499999999997 0.095850000000000005 0.11543500000000002 -0.38214499999999996 -0.24156999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 14 5 -3 -1 8 9 10 -8 12 -10 -13 -2 -11
right_child=3 4 -4 -5 -6 -7 7 -9 11 15 -12 13 -14 -15 -16 -17
leaf_value=0.032372593289646916 0.0083774874832362178 0.026490274392769599 0.0030141522761001345 -0.0017435397122653182 -0.0032658316502372671 0.0047435215662693002 0.015917906268326051 0.028615161857144588 0.020333214669108833 0.020095100755874399 -0.017107903332259419 0.020279533550994509 -0.0019036212795428391 0.031009611708139605 0.022312453836009695 0.030742045416944308
leaf_weight=56 85 56 66 81 53 52 110 101 57 53 63 1909 57 89 63 52
leaf_count=56 85 56 66 81 53 52 110 101 57 53 63 1909 57 89 63 52
internal_value=0 0.0188653 0.0194311 0.0086312 0.00967099 0.0160363 0.0198558 0.0195737 0.0191909 0.0120093 0.00388078 0.0201353 0.00919904 0.0207584 0.0143214 0.025385
internal_weight=0 2774 2613 229 161 108 2547 2491 2390 278 173 2112 114 1998 148 105
internal_count=3003 2774 2613 229 161 108 2547 2491 2390 278 173 2112 114 1998 148 105
is_linear=0
shrinkage=0.16829


Tree=4671
num_leaves=29
num_cat=0
split_feature=1 3 1 12 1 3 0 15 14 3 3 43 150 15 12 15 15 159 15 51 133 160 1 12 1 3 15 3
split_gain=58.0234 8.42112 4.9958 6.08436 4.67411 2.32206 1.88523 1.60928 1.48088 1.24555 1.15881 1.09975 1.12103 1.75549 0.876887 0.808863 0.768182 0.727583 0.645744 0.828133 0.559708 0.542791 0.415742 0.347318 0.40204 0.266554 0.112725 0.0172121
threshold=0.10749500000000002 -0.031895 0.093575000000000019 0.085845000000000019 0.13130500000000003 -1.0000000180025095e-35 -0.061204999999999989 -0.10059999999999998 0.064610000000000015 0.088880000000000015 -0.10859999999999999 -0.08076499999999999 0.092390000000000014 -0.26361999999999991 0.10253500000000002 -0.033234999999999994 -0.11124499999999998 0.079715000000000022 0.087670000000000012 -0.013334999999999998 0.10043500000000001 -1.0000000180025095e-35 0.11617500000000001 0.09742000000000002 0.100925 0.17351000000000003 -0.15973499999999999 -0.0042999999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 5 7 -4 8 -2 9 15 -8 -3 13 21 27 16 26 -18 19 -17 -20 -13 -9 24 -5 -15 -1 -12
right_child=1 11 3 23 -6 -7 10 22 -10 -11 14 12 -14 25 -16 18 17 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0023975807173476473 0.0011907576861128249 0.00025197605038999106 0.00087902995534813375 0.0020487370197439366 0.0005712197412333505 0.0016576440604248951 0.0014482036639928517 0.0020926471767114354 0.0025901371828088377 0.0016458790694453907 0.0022312044571798488 0.00074434894684857148 0.0002917700701383056 0.001239635470668577 0.001684476317795625 0.002053098618819269 0.0019234985618990662 0.0022629028412533519 0.0022034944831303051 0.0023532724188977633 0.0019648606148858203 0.00027905857989236524 0.0016998985343795541 0.0019024968500507417 0.0024279765505333282 0.00091385590275107548 0.0021951574829580322 0.0021167453276061394
leaf_weight=52 54 79 89 80 56 79 60 55 85 54 52 53 60 61 66 131 358 87 323 458 166 57 67 68 52 52 97 52
leaf_count=52 54 79 89 80 56 79 60 55 85 54 52 53 60 61 66 131 358 87 323 458 166 57 67 68 52 52 97 52
internal_value=0 0.00091162 0.00206322 0.00170884 0.00140252 0.00124537 0.00212709 0.00166682 0.00216295 0.00214189 0.00184464 0.000596916 0.000693082 0.0008009 0.00198435 0.00215789 0.00205925 0.00198993 0.0022122 0.00228657 0.00212256 0.000503564 0.00187725 0.00209797 0.0021984 0.00109003 0.00226604 0.00217431
internal_weight=0 594 2409 368 232 168 2041 176 1811 1726 230 362 283 223 170 1672 594 445 1078 589 489 110 122 200 132 113 149 104
internal_count=3003 594 2409 368 232 168 2041 176 1811 1726 230 362 283 223 170 1672 594 445 1078 589 489 110 122 200 132 113 149 104
is_linear=0
shrinkage=0.0032998


Tree=4672
num_leaves=28
num_cat=0
split_feature=4 3 3 43 13 48 43 3 123 14 3 13 4 15 15 15 13 133 48 3 16 15 43 3 4 13 49
split_gain=48.0207 14.5592 7.54901 6.37178 2.84408 2.30582 1.81276 1.47428 1.45729 1.44768 1.89354 3.74202 0.880419 0.818714 0.72608 0.757802 0.711879 0.573386 0.521948 0.51211 0.498939 0.455777 0.435929 0.365601 0.245084 0.181964 0.134813
threshold=0.31392000000000003 -0.064349999999999991 0.28833000000000003 -0.035884999999999993 -0.36115499999999995 0.091125000000000025 -0.051239999999999987 0.11391500000000002 1.0000000180025095e-35 0.073890000000000011 -0.10337499999999998 0.070890000000000022 0.032770000000000001 -0.42443999999999993 0.025430000000000005 -0.10114499999999998 0.049070000000000009 0.092215000000000005 0.083775000000000002 -0.24156999999999998 -0.45743999999999996 -1.0000000180025095e-35 -0.023869999999999995 -0.015979999999999998 0.094220000000000012 0.20277000000000003 0.089215000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 5 -2 8 23 14 -3 10 11 -1 16 -8 15 -5 17 18 -12 -13 -14 -17 -19 -6 26 -21 -22
right_child=4 2 -4 7 6 -7 13 -9 -10 -11 12 19 20 -15 -16 21 -18 22 -20 25 24 -23 -24 -25 -26 -27 -28
leaf_value=0.0016923543421693927 0.00040763372442463288 0.0021909081861484535 0.00092077439754791892 0.0027450184977255232 0.0011074134559945535 0.0011155821194425721 0.001738972447566667 0.0019464082579468763 0.0015773222595577585 0.0030387983537562588 0.0027154650137854739 0.0023213474843468249 0.0026922611145252752 0.0012469933160244107 0.0027872683801668193 0.0021758842923707855 0.0023570528364737103 0.0026130721078837164 0.0024796138935378447 0.0028545407786037271 0.002283196135542473 0.0025143184263295409 0.0023450354353791369 0.00073701341433502171 0.002127918685374347 0.0025694665302332231 0.0025180110560861584
leaf_weight=78 55 85 62 55 60 57 69 68 85 73 936 60 53 81 69 121 98 209 119 52 57 71 102 58 53 55 62
leaf_count=78 55 85 62 55 60 57 69 68 85 73 936 60 53 81 69 121 98 209 119 52 57 71 102 58 53 55 62
internal_value=0 0.00243913 0.00201888 0.00213026 0.0010921 0.00169145 0.00123244 0.00238956 0.00188432 0.00258003 0.0025627 0.0022904 0.00260218 0.00147354 0.00248482 0.00240018 0.00263197 0.00265167 0.0026889 0.00256951 0.00240815 0.00230122 0.00252528 0.000925651 0.0023204 0.00270834 0.00240583
internal_weight=0 2680 673 611 323 227 268 384 170 2007 1934 245 1689 150 316 247 1464 1366 1055 167 225 192 311 118 172 107 119
internal_count=3003 2680 673 611 323 227 268 384 170 2007 1934 245 1689 150 316 247 1464 1366 1055 167 225 192 311 118 172 107 119
is_linear=0
shrinkage=0.0032998


Tree=4673
num_leaves=21
num_cat=0
split_feature=4 150 0 133 52 44 481 51 48 1429 133 0 0 484 0 48 4 147 13 4
split_gain=0.914676 0.454617 0.957592 0.428179 0.394218 0.312216 0.251369 0.315646 0.362971 0.293094 0.683824 0.250993 0.296781 0.243945 0.329898 0.22854 0.198578 0.177286 0.419621 0.142633
threshold=0.27420500000000009 0.082085000000000019 -0.06612999999999998 0.087720000000000006 0.042815000000000006 1.0000000180025095e-35 -0.0087899999999999975 0.12162000000000002 0.10971000000000002 0.026145000000000005 0.086635000000000004 -0.090809999999999988 -0.14680499999999999 -0.081614999999999979 -0.085674999999999987 0.086310000000000012 0.51152500000000012 0.086955000000000018 -0.012224999999999998 -0.072004999999999986
decision_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 16 6 13 8 9 15 -11 12 -3 -1 -15 -8 17 18 -2 -16
right_child=4 2 -4 -5 -6 -7 7 -9 -10 10 -12 -13 -14 14 19 -17 -18 -19 -20 -21
leaf_value=0.017182013664799534 0.0083214135675087324 0.018590768879832676 -0.0056504700708240553 0.030845411872932084 0.019702099695020521 0.032541103041148774 0.020066571666149585 0.0091550959954411967 0.031940218029727165 0.00204696751415007 0.024934077597913683 0.022024652987254058 0.0020382374950187986 0.036309428402872039 0.015569414775392702 0.013369226794327725 0.013455488509523886 0.010974574725997884 -0.01158910666370859 0.027976805667612844
leaf_weight=94 69 55 63 54 84 53 1551 93 62 88 64 69 70 76 54 161 79 58 53 53
leaf_count=94 69 55 63 54 84 53 1551 93 62 88 64 69 70 76 54 161 79 58 53 53
internal_value=0 0.0189188 0.0128557 0.0175642 0.00967357 0.0197208 0.0194241 0.0187679 0.0192311 0.0188074 0.0116955 0.0138581 0.00933572 0.0242005 0.0277958 0.0194378 0.00641413 0.00331378 -0.000313513 0.0217319
internal_weight=0 2660 311 248 343 2349 2296 2019 1926 1864 152 194 125 277 183 1712 259 180 122 107
internal_count=3003 2660 311 248 343 2349 2296 2019 1926 1864 152 194 125 277 183 1712 259 180 122 107
is_linear=0
shrinkage=0.16829


Tree=4674
num_leaves=24
num_cat=0
split_feature=1 43 9 3 402 3 43 150 4 1 1 4 3 49 3 1209 3 43 43 483 3 3 4
split_gain=1.11718 0.463724 0.501082 0.805926 0.284186 0.485697 0.294153 0.248147 0.356873 0.198599 0.39046 0.369341 0.28587 0.333176 0.322022 0.20129 0.198579 0.671342 0.419115 0.220156 0.152311 0.100107 0.110911
threshold=0.10921500000000002 -0.085154999999999995 -1.0000000180025095e-35 0.3148450000000001 -0.095664999999999986 -0.083154999999999993 -0.010264999999999998 0.088690000000000005 -0.021269999999999997 0.093935000000000018 0.091600000000000015 -0.16236499999999995 -0.082974999999999979 -0.061079999999999988 -0.026279999999999998 -0.08342999999999999 -0.12711499999999995 -0.094084999999999988 -0.16318499999999997 0.054415000000000012 -0.034509999999999992 0.11500500000000001 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
left_child=4 20 -3 7 5 -1 -7 8 -4 10 15 -11 -13 -14 -15 -6 17 -17 -18 -20 -2 22 -10
right_child=1 2 3 -5 9 6 -8 -9 21 11 -12 12 13 14 -16 16 18 -19 19 -21 -22 -23 -24
leaf_value=-0.0022235219828474107 0.0042377835276750098 0.025987917867710052 0.02592251072816118 -0.007565066455647574 0.027218222275449351 0.025599820102265834 0.0089737498136689998 0.0015350910088064397 0.003034134941996159 0.022611008785665989 0.029726836733297912 -0.00099198117834134046 0.024645441864482254 0.016087774757542889 0.0013376810225262689 -0.0032807744663028876 0.02846704925691285 0.020658551335291573 0.017468967610034185 0.011492751017514815 -0.0084010460705390647 0.0173604646755866 0.012198536723163044
leaf_weight=61 56 52 57 73 55 53 71 54 60 91 73 52 52 90 79 57 91 79 1338 203 52 52 102
leaf_count=61 56 52 57 73 55 53 71 54 60 91 73 52 52 90 79 57 91 79 1338 203 52 52 102
internal_value=0 0.00805787 0.0104352 0.00839865 0.0164102 0.0100448 0.0160945 0.0119899 0.0140665 0.0169305 0.0176246 0.0133098 0.0102028 0.0128449 0.00920339 0.017139 0.0168244 0.0106119 0.0173411 0.0166829 -0.00183094 0.0109002 0.0088154
internal_weight=0 558 450 398 2445 185 124 325 271 2260 1896 364 273 221 169 1823 1768 136 1632 1541 108 214 162
internal_count=3003 558 450 398 2445 185 124 325 271 2260 1896 364 273 221 169 1823 1768 136 1632 1541 108 214 162
is_linear=0
shrinkage=0.16829


Tree=4675
num_leaves=21
num_cat=0
split_feature=1 10 3 3 14 12 157 3 4 40 40 3 12 52 3 399 4 1420 51 52
split_gain=1.16119 0.929561 0.468839 0.653533 0.388186 0.42772 0.762564 0.385072 0.471835 0.908198 0.400774 0.353095 0.412927 0.298419 0.307852 0.195797 0.220255 0.223741 0.27666 0.13134
threshold=0.12313000000000002 -0.088499999999999981 -0.004069999999999999 0.12955000000000003 0.085045000000000009 0.083175000000000013 -0.080299999999999996 -0.0037099999999999998 -0.0058699999999999994 -0.0020749999999999996 -0.0099849999999999991 -0.13392999999999997 0.093065000000000009 -0.054584999999999995 0.110335 0.099435000000000009 -0.092854999999999979 -0.052769999999999991 -0.085594999999999991 -0.11183499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 -1 8 9 -8 -10 12 -7 19 -15 16 -13 -18 -19 -9
right_child=1 2 3 -5 -6 11 7 13 10 -11 -12 15 -14 14 -16 -17 17 18 -20 -21
leaf_value=-0.010231546091886973 -0.016886687706106459 0.01590013702445733 -0.014356153842895314 0.0090247367903191506 0.027686869501883586 0.032090550975574651 0.01518928349575858 0.014814294663344402 0.0032660719586729407 -0.011998597463491604 0.022104271159495693 0.0041546052684031535 0.014870644566913279 0.016116074909726871 0.0003207064898194223 0.023699917619592867 0.024478702448465631 0.019353460202626415 0.01244084302817821 0.025963925282537242
leaf_weight=53 58 97 52 97 52 65 61 52 58 81 72 74 102 94 56 52 52 186 1459 74
leaf_count=53 58 97 52 97 52 65 61 52 58 81 72 74 102 94 56 52 52 186 1459 74
internal_value=0 0.00226963 0.00679347 0.000852905 0.0132597 0.0129695 0.00902672 0.0108926 0.00638749 -0.000306644 0.0137134 0.0141594 0.0215838 0.0153258 0.0102311 0.0134782 0.0131771 0.0135695 0.0132235 0.0213767
internal_weight=0 304 246 149 2643 2591 601 548 272 142 130 1990 167 276 150 1823 1771 1697 1645 126
internal_count=2947 304 246 149 2643 2591 601 548 272 142 130 1990 167 276 150 1823 1771 1697 1645 126
is_linear=0
shrinkage=0.16829


Tree=4676
num_leaves=27
num_cat=0
split_feature=3 157 9 15 0 42 480 0 3 13 3 3 1210 0 160 13 47 1420 130 3 15 15 15 0 0 15
split_gain=0.595598 0.434462 0.431297 0.370271 0.506415 0.349613 0.347649 0.283417 0.258207 0.604624 0.391847 0.259228 0.258067 0.252535 0.243791 0.297853 0.269075 0.334104 0.240038 0.239793 0.224887 0.179805 0.170271 0.155701 0.0790271 0.031412
threshold=-0.07249499999999999 -0.082009999999999986 0.037245000000000007 -0.0039399999999999991 -0.13165999999999997 -0.024804999999999997 -0.065749999999999989 -0.080134999999999998 0.076825000000000018 -0.0094049999999999984 -0.0013299999999999998 0.3148450000000001 -0.080804999999999974 -0.23089999999999997 -0.15323999999999996 -0.084964999999999985 0.11566000000000001 -0.047649999999999991 0.079945000000000002 -0.075579999999999994 -0.070009999999999975 0.11598000000000001 0.015700000000000002 -0.081644999999999981 -0.067664999999999989 -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
left_child=2 -2 6 5 -5 18 -1 -6 9 10 24 13 23 -10 15 -14 17 -16 -3 -19 -17 22 -9 -8 -7 -15
right_child=1 3 -4 4 7 8 12 21 11 -11 -12 -13 14 25 16 20 -18 19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.024145877116409812 -0.0068449276388824294 0.02194207820919078 0.026971468551015291 0.02769181893161847 -0.0016170727651671857 0.012974309841117295 0.0088887278060254503 0.010899712780735291 0.0028038663754127897 -0.013115318270309385 -0.006550376684198409 -0.00091513525376974705 0.01530711999769449 0.018758802822515505 0.025291036106225823 0.0083699660801871585 0.00081138997860534046 0.01159400583018174 0.0069080821397905084 0.021342468858403775 -0.0065979180869626076 0.0055842929238154168 0.023576885318161232 -0.0035364299867686575 0.0051125698646929006 0.01288697305281869
leaf_weight=59 62 54 52 52 52 80 63 73 67 73 62 73 58 57 57 54 57 1340 69 76 60 72 52 52 68 53
leaf_count=59 62 54 52 52 52 80 63 73 67 73 62 73 58 57 57 54 57 1340 69 76 60 72 52 52 68 53
internal_value=0 0.00679208 0.0118277 0.00767745 0.0125689 0.00543033 0.0114069 0.00940343 0.00355942 7.15949e-05 0.00466417 0.00750045 0.0109923 0.0109814 0.0115141 0.00548788 0.0121903 0.0126294 0.013523 0.0121185 0.000476373 0.0123215 0.0161878 0.00325477 0.0093743 0.015946
internal_weight=0 1019 1928 957 301 656 1876 249 533 283 210 250 1817 177 1702 172 1530 1473 123 1416 114 197 125 115 148 110
internal_count=2947 1019 1928 957 301 656 1876 249 533 283 210 250 1817 177 1702 172 1530 1473 123 1416 114 197 125 115 148 110
is_linear=0
shrinkage=0.16829


Tree=4677
num_leaves=27
num_cat=0
split_feature=4 12 2 2 2 4 2 150 4 12 12 11 15 0 13 0 12 475 1446 2 15 159 1447 1210 2 15
split_gain=43.678 12.9032 6.29963 5.04457 3.72624 3.37174 2.54446 2.06529 1.68766 1.66947 0.99483 0.885239 1.14113 0.956846 0.801187 0.721724 0.693094 0.648603 0.424961 0.376788 0.328855 0.280783 0.267394 0.182802 0.165945 0.0763202
threshold=0.31392000000000003 1.0000000180025095e-35 0.10859000000000001 0.072175000000000017 0.123795 -0.0048949999999999992 0.14019000000000004 0.083435000000000023 0.052250000000000012 -1.0000000180025095e-35 -0.038859999999999992 1.0000000180025095e-35 0.025430000000000005 -0.079324999999999993 -0.14258499999999999 -0.074904999999999985 0.098785000000000012 -1.0000000180025095e-35 0.037915000000000011 0.11504500000000002 0.09278500000000002 0.040460000000000003 -0.083449999999999983 -0.057539999999999994 0.10498 -0.070974999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 -1 10 9 11 -5 -2 13 -13 18 -4 -16 21 -11 20 -12 -3 25 -20 -15 -25 -10
right_child=6 4 14 7 -6 -7 -8 -9 16 17 19 12 -14 23 15 -17 -18 -19 22 -21 -22 -23 -24 24 -26 -27
leaf_value=0.00015263650739277457 0.00011750946748765666 0.0016748466625970764 0.00018591943856077574 0.0012592427977698893 0.0008388570546291374 0.0012741015710904075 -0.00030444581213126412 0.00095643057321132398 0.0012771990887481455 0.0016395859289424974 0.00072304526225756675 0.0016658595646641262 0.0022381279484532742 0.0013472985263445634 0.00038084680897218135 0.00092467812811702357 0.0010622071041288374 0.0021225453291165049 0.0017441584772133192 0.00038229219843933886 0.0014004673415279824 0.001654011757950829 0.0020306089726933076 0.0015072547248156235 0.001676299707546625 0.0014518827517625947
leaf_weight=60 102 886 61 64 69 57 82 53 55 54 68 98 63 66 52 55 63 72 106 75 52 60 57 367 82 68
leaf_count=60 102 886 61 64 69 57 82 53 55 54 68 98 63 66 52 55 63 72 106 75 52 60 57 367 82 68
internal_value=0 0.00147763 0.0010165 0.00126278 0.00159399 0.000699292 0.000198458 0.00153395 0.00161973 0.00169486 0.00036692 0.00165529 0.00189001 0.00163188 0.000488529 0.000660716 0.00136276 0.00191584 0.00168708 0.000544575 0.00165967 0.00146604 0.00184454 0.00151381 0.00153821 0.00137406
internal_weight=0 2620 528 360 2092 117 327 243 2023 190 245 1777 161 1616 168 107 246 126 1101 143 938 183 163 515 449 123
internal_count=2947 2620 528 360 2092 117 327 243 2023 190 245 1777 161 1616 168 107 246 126 1101 143 938 183 163 515 449 123
is_linear=0
shrinkage=0.0032998


Tree=4678
num_leaves=21
num_cat=0
split_feature=2 3 15 3 3 49 49 43 481 1429 484 12 12 151 13 13 12 42 2 484
split_gain=0.857564 0.350461 0.406478 0.473602 0.502024 0.346198 0.354511 0.338372 0.263892 0.246534 0.320621 0.28951 0.310585 0.210609 0.1741 0.337808 0.165389 0.276019 0.212519 0.133503
threshold=0.10656 -0.039864999999999991 -0.020389999999999995 0.090170000000000014 0.143375 -0.096394999999999995 -0.081489999999999993 0.0044550000000000006 -0.065834999999999991 0.084815000000000015 0.083175000000000013 -0.086254999999999984 -0.032329999999999991 -0.085369999999999988 -0.085744999999999988 -0.083274999999999988 0.089685000000000015 0.094010000000000024 0.114 0.097360000000000016
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 7 3 -3 -5 -1 -7 16 14 10 11 -10 -13 -12 -8 -16 -2 18 -18 -15
right_child=1 2 -4 4 -6 6 8 -9 9 -11 13 12 -14 19 15 -17 17 -19 -20 -21
leaf_value=0.020624020994868101 0.0030066932739726635 -0.0060370169044660421 -0.011357584728469788 0.021501033556957087 0.0015399088857043096 -0.0012451012163145619 0.010035283410350071 -0.0022497391375483414 0.0003683611639780855 0.0021850234192970237 0.0087311194539451947 0.023041480623385475 0.010025302514873135 0.026963325841167812 0.030558098169030011 0.012882369376321432 0.010698655167076469 0.0049276651067281605 0.024767966832386128 0.015384810427752226
leaf_weight=99 62 97 70 57 96 71 72 74 85 103 52 54 1515 63 54 72 60 75 63 53
leaf_count=99 62 97 70 57 96 71 72 74 85 103 52 54 1515 63 54 72 60 75 63 53
internal_value=0 0.00395745 -1.69837e-05 0.0031512 0.00898815 0.0108708 0.0104299 0.00777067 0.0108212 0.0102171 0.0106701 0.00995615 0.0104744 0.0176887 0.0166859 0.0204719 0.0106295 0.0130074 0.0179195 0.0216886
internal_weight=0 654 320 250 153 2293 2194 334 2123 1925 1822 1654 1569 168 198 126 260 198 123 116
internal_count=2947 654 320 250 153 2293 2194 334 2123 1925 1822 1654 1569 168 198 126 260 198 123 116
is_linear=0
shrinkage=0.16829


Tree=4679
num_leaves=21
num_cat=0
split_feature=1 10 0 9 1 1 16 4 14 481 1 1447 1456 16 13 13 4 13 0 160
split_gain=0.664133 0.558483 0.447379 0.315637 0.31237 0.325236 0.515494 0.49858 0.265164 0.238947 0.460886 0.35729 0.219325 0.250323 0.233749 0.206392 0.201461 0.150334 0.123593 0.094088
threshold=0.12313000000000002 -0.088499999999999981 -0.067434999999999981 0.085785000000000014 0.10398500000000001 0.11597500000000001 -0.031234999999999999 -0.052959999999999993 0.073890000000000011 -0.050084999999999991 0.078705000000000011 -0.085804999999999979 -0.090374999999999997 0.51343500000000009 -0.09219999999999999 -0.060719999999999989 0.097095000000000015 -0.08620499999999999 -0.068419999999999995 -0.064339999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 17 4 8 6 15 -8 9 10 11 -1 -11 14 -14 -6 -4 -3 -7 -13
right_child=1 2 16 -5 5 18 7 -9 -10 12 -12 19 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.00030966202514718066 -0.014536991084745592 0.0025772090311405125 0.0022783989729487789 0.021501784475184711 -9.0110820304509001e-05 0.0062155373709437203 0.0048950248834143699 -0.016721272985612722 0.018293653852140972 0.017327595283659611 0.027348938846700328 0.010407390753845341 0.012837958487109008 0.018393270246278473 0.0067188785313528447 0.013634354256359423 0.01566713845401187 -0.0097646056255168701 0.017248177644593056 0.020541689606960685
leaf_weight=64 58 52 53 53 53 66 53 70 86 71 55 52 200 61 1579 74 81 60 52 54
leaf_count=64 58 52 53 53 53 66 53 70 86 71 55 52 200 61 1579 74 81 60 52 54
internal_value=0 0.000311797 0.00382003 0.00862392 0.0083597 0.00380989 0.000365268 -0.00739233 0.00911242 0.00874192 0.0139405 0.00959187 0.00812891 0.00777298 0.00740781 0.00789268 0.010385 -0.00401844 0.0110926 0.0155871
internal_weight=0 304 246 2643 2590 368 250 123 2222 2136 225 170 1911 1840 1779 127 134 112 118 106
internal_count=2947 304 246 2643 2590 368 250 123 2222 2136 225 170 1911 1840 1779 127 134 112 118 106
is_linear=0
shrinkage=0.16829


Tree=4680
num_leaves=17
num_cat=0
split_feature=2 151 4 1453 30 2 3 131 2 4 1429 3 3 4 13 13
split_gain=0.949825 0.817628 0.524046 0.422687 0.351649 0.338922 0.373203 0.433848 0.43622 0.301045 0.259471 0.36713 0.923369 0.245054 0.222652 0.174937
threshold=0.16993500000000003 0.072810000000000014 -0.007069999999999999 -0.064559999999999992 0.085915000000000019 0.093320000000000014 -0.10175499999999998 0.08987500000000001 -0.0098549999999999974 -0.14595999999999995 -0.022899999999999997 -0.13827999999999999 -0.092109999999999984 -0.040874999999999995 -0.080314999999999984 0.11466000000000001
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 9 8 -8 -5 -7 13 -13 -12 -9 -11
right_child=-2 2 -4 4 -6 10 7 14 -10 15 11 12 -14 -15 -16 -17
leaf_value=-0.0042983282726562991 -0.012598124931183811 0.031000744261206577 0.0084333696355259318 0.0051097074036514116 -0.0054307513990021613 -0.0070122454167090868 -0.0061538448336095992 0.023604250156194048 0.0070840605401645872 0.026116188111303999 0.021673490191292298 -0.015463984626910584 0.0056322467812190396 0.0060018115698796922 0.011343438991806946 0.01362208015582652
leaf_weight=101 72 64 54 54 65 52 75 52 1140 67 59 64 713 55 226 62
leaf_count=101 72 64 54 54 65 52 75 52 1140 67 59 64 713 55 226 62
internal_value=0 0.0069608 0.0206885 0.00637851 0.00678096 0.00708472 0.00852195 0.00764041 0.00626543 0.0157042 0.00452842 0.00520396 0.00389228 0.0141284 0.0136433 0.0201252
internal_weight=0 2903 118 2785 2684 2619 1676 1493 1215 183 943 891 777 114 278 129
internal_count=2975 2903 118 2785 2684 2619 1676 1493 1215 183 943 891 777 114 278 129
is_linear=0
shrinkage=0.16829


Tree=4681
num_leaves=23
num_cat=0
split_feature=1 2 2 150 1 0 0 11 15 16 0 16 159 133 2 1 50 42 16 0 12 0
split_gain=15.9066 2.99156 2.01976 1.86931 3.69614 2.18113 1.70278 1.50766 1.26273 0.969186 0.961348 0.949545 0.881388 0.636437 0.507559 0.439068 0.425279 0.40121 0.38675 0.323496 0.253008 0.2091
threshold=0.12000500000000001 0.10859000000000001 0.17553000000000005 0.083435000000000023 0.085780000000000009 -0.15651999999999996 -0.074679999999999983 0.077905000000000016 -0.088184999999999986 -0.5152199999999999 -0.13619499999999998 -0.072359999999999994 0.087995000000000004 0.08759500000000002 0.13270000000000001 0.10651500000000001 0.11875500000000001 -0.027559999999999998 -0.063769999999999979 -0.085674999999999987 0.096780000000000019 -0.11073999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 5 19 -1 21 10 -6 -3 -7 -8 14 16 15 18 -12 -15 -11 -5 -20 -2
right_child=2 9 -4 4 8 7 11 -9 -10 12 13 -13 -14 17 -16 -17 -18 -19 20 -21 -22 -23
leaf_value=0.0018610604917284161 0.00044959436037956147 0.00058739432619851772 -7.1307779425192411e-05 0.0016734882710503719 0.00033406778418151135 0.00088466155698022422 0.00051078011775233247 0.0017222410927590171 0.00096608159304461042 0.0015212438726703147 0.0013673624824914188 0.0010509864693677038 0.00074480193054086725 0.0013759581072372228 0.00085696439079908536 0.00098267774103228539 0.0010701357089628225 0.0011543149682128595 0.0013490228798017805 0.0013102200924326153 0.0010247821751453012 0.00018003923208531985
leaf_weight=86 81 53 55 56 62 59 56 98 78 60 1197 98 74 122 53 64 56 353 54 54 54 52
leaf_count=86 81 53 55 56 62 59 56 98 78 60 1197 98 74 122 53 64 56 353 54 54 54 52
internal_value=0 0.00126402 0.000507392 0.00131198 0.00104256 0.00134614 0.000618415 0.00132263 0.000686441 0.00100541 0.00130069 0.000854777 0.00106703 0.00131488 0.00115057 0.00121749 0.00135411 0.00121132 0.00130673 0.00149548 0.00118723 0.000344469
internal_weight=0 2633 342 2221 250 1971 287 1885 140 412 1787 154 359 1728 285 232 1253 475 168 110 108 133
internal_count=2975 2633 342 2221 250 1971 287 1885 140 412 1787 154 359 1728 285 232 1253 475 168 110 108 133
is_linear=0
shrinkage=0.0032998


Tree=4682
num_leaves=22
num_cat=0
split_feature=1 44 151 4 12 133 159 1 1456 151 42 157 4 12 15 1 157 133 42 12 4
split_gain=0.642219 0.609376 0.475293 0.495085 0.450625 0.381619 0.45536 0.629892 0.630624 0.52108 0.298007 0.348245 0.258432 0.238292 0.291163 0.222909 0.21361 0.208123 0.146873 0.156902 0.0817363
threshold=0.15720500000000001 1.0000000180025095e-35 0.072810000000000014 -0.007069999999999999 0.087170000000000011 0.10784000000000001 0.094385000000000011 0.084470000000000003 -0.07730999999999999 -0.086654999999999982 0.090775000000000008 -0.00046499999999999992 -0.081204999999999986 0.098455000000000015 -0.098839999999999983 0.085550000000000015 -0.077294999999999989 0.097995000000000013 -0.069929999999999978 0.11395500000000001 -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
left_child=1 2 4 -4 5 6 7 8 -1 -9 13 -12 -13 14 -6 -8 -16 -14 20 -20 -15
right_child=-2 -3 3 -5 10 -7 15 9 -10 -11 11 12 17 18 16 -17 -18 -19 19 -21 -22
leaf_value=-0.0087625402211734971 -0.012078610128053634 0.024669077605005276 0.026750813994241961 0.0045959440342484975 0.022568923047147915 -0.007651575235905054 0.0050296233634179767 -0.013484298139024721 0.0088668615255403632 0.0010480340771933108 -0.0080346551477074798 0.01605690470133132 0.0073974831923462802 0.014215517672265754 0.019987108624585935 0.01745520844737021 0.0092145625021417613 -0.00051418737836511305 -0.0019239683324440086 0.0089522585451859392 0.0053186437211426747
leaf_weight=65 53 52 64 52 60 81 70 85 490 392 55 64 260 62 58 100 548 147 100 60 57
leaf_count=65 53 52 64 52 60 81 70 85 490 392 55 64 260 62 58 100 548 147 100 60 57
internal_value=0 0.00660219 0.00627422 0.0168348 0.00582875 0.00352118 0.00427558 0.00294386 0.00679892 -0.00153782 0.00784019 0.004623 0.00610489 0.00962901 0.0113612 0.0123494 0.0102486 0.00453554 0.00548767 0.00214339 0.00996909
internal_weight=0 2922 2870 116 2754 1283 1202 1032 555 477 1471 526 471 945 666 170 606 407 279 160 119
internal_count=2975 2922 2870 116 2754 1283 1202 1032 555 477 1471 526 471 945 666 170 606 407 279 160 119
is_linear=0
shrinkage=0.16829


Tree=4683
num_leaves=13
num_cat=0
split_feature=3 13 151 42 42 1453 30 2 16 3 16 52
split_gain=0.809455 0.511509 0.49307 0.272763 0.280561 0.28959 0.291532 0.213473 0.493255 0.297088 0.138591 0.0984332
threshold=0.31316500000000008 -0.47365999999999991 0.067425000000000013 -0.21006499999999997 -0.09361499999999999 -0.067664999999999989 0.085915000000000019 0.093320000000000014 -0.20132999999999998 0.076825000000000018 -0.080534999999999982 -0.025259999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 10 -6 7 8 -7 -9 -5 -4
right_child=1 -3 11 4 5 6 -8 9 -10 -11 -12 -13
leaf_value=-0.0045364002816450887 0.001888170965046961 -0.020299834534811028 0.021948100303264228 0.0073125286500040207 -0.0042790134505419023 0.019216239548328372 -0.0062839291138953165 0.0020453090210822852 0.0062178903363968524 0.010062585219792853 0.016525349179817229 0.011965726113297595
leaf_weight=77 63 55 53 94 89 88 58 670 1410 163 93 62
leaf_count=77 63 55 53 94 89 88 58 670 1410 163 93 62
internal_value=0 -0.00843847 0.00577905 0.00532532 0.00561093 0.00513531 0.00548679 0.00578044 0.00698268 0.00361627 0.0119039 0.0165819
internal_weight=0 118 2857 2742 2665 2478 2389 2331 1498 833 187 115
internal_count=2975 118 2857 2742 2665 2478 2389 2331 1498 833 187 115
is_linear=0
shrinkage=0.16829


Tree=4684
num_leaves=12
num_cat=0
split_feature=45 1451 160 481 12 1373 49 12 129 12 51
split_gain=0.376356 0.241976 0.523169 0.300117 0.250915 0.365785 0.315473 0.335115 0.31036 0.306733 0.180586
threshold=1.0000000180025095e-35 0.077560000000000018 -0.54243999999999992 -0.087234999999999993 0.087400000000000019 1.0000000180025095e-35 0.12757000000000004 0.14523000000000003 0.09116500000000001 -0.19698999999999997 -0.26637499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 8 7 10 9 -5 -6
right_child=-2 -3 3 4 6 -7 -8 -9 -10 -11 -12
leaf_value=0.019596437686462319 0.018012618056070153 -0.0064017815861539531 -0.0073326917703732232 -0.010691220025840789 0.015092023488228929 0.014786477871281851 -0.0061239710244714819 -0.0065133597908138838 0.014067031797568368 0.0019530063980657635 0.0063967722264026495
leaf_weight=62 56 61 65 57 72 66 60 55 57 1149 1215
leaf_count=62 56 61 65 57 72 66 60 55 57 1149 1215
internal_value=0 0.00407441 0.00429864 0.00395878 0.00422818 0.00256895 0.00579974 0.00633418 0.00192908 0.0013539 0.00688462
internal_weight=0 2919 2858 2796 2731 1329 1402 1342 1263 1206 1287
internal_count=2975 2919 2858 2796 2731 1329 1402 1342 1263 1206 1287
is_linear=0
shrinkage=0.16829


Tree=4685
num_leaves=30
num_cat=0
split_feature=4 1453 1 12 39 1 12 12 12 12 4 2 49 4 1 1 48 48 1 4 12 2 49 51 12 402 2 4 48
split_gain=0.679673 0.435254 0.373527 0.395698 0.31514 0.291875 0.327374 0.441151 0.435995 0.456136 0.6488 0.267222 0.346834 0.325263 0.240837 0.475406 0.215515 0.341473 0.189154 0.175475 0.310084 0.268809 0.163181 0.178723 0.127342 0.0986308 0.137289 0.0991353 0.0606558
threshold=1.0000000180025095e-35 -0.051044999999999993 0.15099500000000002 -0.10063999999999999 0.088485000000000008 0.087720000000000006 0.090885000000000007 0.092755000000000018 0.082595000000000016 -1.0000000180025095e-35 -0.011209999999999999 0.081315000000000012 0.036605000000000006 0.070065000000000016 0.07665000000000001 0.10246000000000001 0.093225000000000016 0.078735000000000013 0.090300000000000005 -0.14088999999999999 0.083535000000000012 0.089545000000000013 0.092020000000000005 -0.025499999999999998 0.085585000000000008 -1.0000000180025095e-35 0.10656 -0.067014999999999977 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2 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 16 8 -8 9 10 -7 13 14 -5 28 -16 17 19 -10 21 -21 -3 -14 -24 -22 -9 27 -27 -13
right_child=2 5 -4 4 -6 6 7 25 18 -11 -12 12 22 -15 15 -17 -18 -19 -20 20 24 -23 23 -25 -26 26 -28 -29 -30
leaf_value=0.017432528097931558 0.013544851723330219 -0.0087766519612307494 -0.01395294739934862 -0.00082648780316733406 -0.0094117054525345856 -0.012332560795428587 0.01998986599935404 0.0085272736948135384 -0.0041037403024283747 0.011898110272196642 0.011143462345419228 0.0045860275371776881 0.011415089410633926 0.014008665975497483 -0.021923105417116642 -0.0032182993179195036 -0.002575381766866728 0.018721470861368966 -0.017243754927254076 0.018575622297814343 0.0026271379777965767 0.0068020601350741779 -0.0065067741156538206 0.0044967759310476571 0.0071452079070066406 -0.0075176661851352388 0.0077221551300479356 0.0024380902484046401 -0.0026813720734526958
leaf_weight=78 61 55 54 83 99 87 52 62 76 92 54 63 58 84 54 135 76 63 53 59 240 73 59 143 685 58 53 55 67
leaf_count=78 61 55 54 83 99 87 52 62 76 92 54 63 58 84 54 135 76 63 53 59 240 73 59 143 685 58 53 55 67
internal_value=0 0.00510419 -0.000354672 0.000453838 -0.000489067 0.00459526 0.00167436 0.00599679 -0.00166399 0.00267571 -0.003329 0.000692628 -0.00101526 0.00662475 -0.0047362 -0.00857204 0.0060928 0.006655 -0.00951628 0.00596976 0.00673225 9.40464e-05 0.00354313 0.00127397 0.00597489 0.00279751 0.000646654 -0.00265605 0.000826702
internal_weight=0 1971 960 906 845 1893 642 280 362 233 141 746 579 167 319 189 1251 1175 129 1112 984 128 260 202 925 228 166 113 130
internal_count=2931 1971 960 906 845 1893 642 280 362 233 141 746 579 167 319 189 1251 1175 129 1112 984 128 260 202 925 228 166 113 130
is_linear=0
shrinkage=0.16829


Tree=4686
num_leaves=31
num_cat=0
split_feature=1 0 52 2 457 51 10 16 15 49 2 12 15 52 1 15 43 13 13 475 13 51 43 49 15 15 1 15 12 15
split_gain=0.470872 0.638505 0.769582 0.424562 0.479052 0.384579 0.37923 0.294836 0.410195 0.252322 0.244149 0.236315 0.23419 0.547001 0.602432 0.395362 0.276343 0.43827 0.345968 0.26961 0.321406 0.248015 0.235132 0.214761 0.175176 0.17055 0.302967 0.153308 0.145399 0.133236
threshold=0.087055000000000007 -0.10071499999999999 0.0049050000000000005 0.090990000000000015 0.084365000000000009 0.13881000000000002 -0.092019999999999977 -0.044939999999999987 0.033605000000000003 0.12992500000000004 0.11426500000000002 -0.032329999999999991 -0.026469999999999997 -0.088779999999999984 0.079805000000000015 -0.063834999999999989 0.10019000000000002 -0.092844999999999997 0.025450000000000004 -0.065099999999999977 -0.09391999999999999 -0.018754999999999997 -0.095964999999999981 -0.019034999999999996 0.091600000000000015 -0.073274999999999993 0.091095000000000023 -0.40166999999999992 -1.0000000180025095e-35 -0.079504999999999978
decision_type=2 2 2 2 2 2 2 2 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 23 6 -3 24 10 12 11 -9 15 21 16 19 17 -15 -19 -1 -21 -14 -22 -5 25 27 -27 -8 -25 -24
right_child=1 5 -4 4 -6 -7 7 8 -10 -11 -12 -13 13 14 -16 -17 -18 18 -20 20 22 -23 29 28 -26 26 -28 -29 -30 -31
leaf_value=0.012765720005579925 0.0097281026649716097 -0.011655699154292268 -0.021914139265816118 -0.017712770717931099 0.0080100729921171038 0.016504886456473661 0.0036235151215413836 0.014400910753723906 -0.010330376889589678 0.015826966478588101 -0.0080338358930568034 0.0020297975014542456 -0.013277879357804239 -0.0094876920287234531 0.021288945571102252 -0.010099748742373524 0.015183768394071762 0.0074611837315481334 -0.0032026901722540095 0.013795690221722307 0.010030248460943613 0.0017043616888265424 -0.00038344621109487223 -0.011933724420662734 0.012930521933266688 0.006465744665467058 -0.0098481053394989162 0.014744929803441255 0.00010475861768976856 -0.0095153530018872844
leaf_weight=71 68 55 67 62 57 54 86 55 90 55 52 216 54 56 78 73 81 613 100 53 54 74 258 52 86 80 54 60 62 55
leaf_count=71 68 55 67 62 57 54 86 55 90 55 52 216 54 56 78 73 81 613 100 53 54 74 258 52 86 80 54 60 62 55
internal_value=0 0.000293136 -0.0055995 -0.00196203 -0.00538146 0.00273715 0.00184356 0.00279896 -0.00027896 0.00460511 0.00251618 0.00454717 0.00422301 0.00570234 0.00712559 0.00145003 0.00582378 0.00483554 0.00596303 0.00317087 0.00154461 -0.00460224 -0.000219728 -0.0097287 0.00627704 0.00422706 -9.50862e-05 0.00820627 -0.00537072 -0.00199383
internal_weight=0 1256 368 301 233 888 834 779 413 1675 323 271 1620 1056 928 564 850 769 713 491 420 128 367 176 366 280 134 146 114 313
internal_count=2931 1256 368 301 233 888 834 779 413 1675 323 271 1620 1056 928 564 850 769 713 491 420 128 367 176 366 280 134 146 114 313
is_linear=0
shrinkage=0.16829


Tree=4687
num_leaves=20
num_cat=0
split_feature=2 123 15 2 2 13 151 2 2 49 11 16 2 52 52 16 52 43 15
split_gain=25.7022 12.4584 4.31112 3.48272 3.33104 2.34316 2.11125 1.52098 1.26806 1.21553 0.773014 0.854287 0.952303 0.671542 1.38019 0.683154 0.612436 0.360635 0.205052
threshold=0.12026500000000001 1.0000000180025095e-35 -0.38214499999999996 0.25063000000000007 0.10060500000000001 -0.38538999999999995 -0.048789999999999993 -0.0050599999999999994 -1.0000000180025095e-35 1.0000000180025095e-35 0.079700000000000007 0.052690000000000008 0.089795000000000014 -0.51296999999999993 0.042815000000000006 0.0071000000000000013 0.10096500000000001 -0.00080499999999999983 -0.07990499999999999
decision_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 8 -2 -6 -3 -4 18 11 12 -10 -8 15 -15 -13 -16 -7
right_child=3 7 4 -5 6 9 13 -9 10 -11 -12 16 -14 14 17 -17 -18 -19 -20
leaf_value=0.00076544835268946754 0.00012269786045820581 0.00035289443155363481 0.0012822527094878487 -0.00013699416075865569 0.00075157630620632614 0.00056864684690431828 0.00170513024224308 0.00097803324906060927 0.0017748172022507807 0.0011715959916801866 0.0020794117603112738 0.0016043483716896799 0.0015795954374549399 0.0009626614883695725 0.0017965523784121702 0.0014387746167751827 0.0012129991955569504 0.00142376772324952 0.0008278881537251339
leaf_weight=64 54 79 80 59 54 75 88 92 1149 96 60 245 362 86 66 54 54 52 62
leaf_count=64 54 79 80 59 54 75 88 92 1149 96 60 245 362 86 66 54 54 52 62
internal_value=0 0.00155051 0.00161149 0.000592671 0.00163451 0.000742795 0.00135976 0.000689432 0.00169085 0.000886357 0.00170832 0.001696 0.00172807 0.00145458 0.00136898 0.00114656 0.00153379 0.00163257 0.000686225
internal_weight=0 2585 2414 346 2350 287 400 171 1950 233 1870 1810 1511 346 258 140 299 118 137
internal_count=2931 2585 2414 346 2350 287 400 171 1950 233 1870 1810 1511 346 258 140 299 118 137
is_linear=0
shrinkage=0.0032998


Tree=4688
num_leaves=24
num_cat=0
split_feature=1 0 52 124 480 1446 13 51 159 43 130 50 1429 130 16 16 52 43 151 12 43 1 16
split_gain=0.429075 0.459973 0.472272 0.434378 0.369778 0.715309 0.357914 0.2993 0.292342 0.322535 0.291844 0.240063 0.219933 0.258201 0.214794 0.422307 0.345602 0.214651 0.18528 0.220617 0.223115 0.177826 0.127007
threshold=0.086005000000000012 -0.10071499999999999 0.0049050000000000005 -0.083859999999999976 -0.065749999999999989 0.090355000000000005 -0.10373499999999998 0.090560000000000015 -0.015149999999999999 -0.025879999999999997 -0.082549999999999985 0.10803500000000001 0.084920000000000009 -0.011824999999999999 -0.083144999999999983 -0.53342999999999996 -0.08403999999999999 -0.081354999999999983 -0.080329999999999985 0.090885000000000007 -0.051239999999999987 0.091725000000000015 -0.20132999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 14 -3 -1 8 -5 18 9 17 -10 12 13 -12 15 -2 -16 -6 -8 20 -20 -21 -17
right_child=1 3 -4 6 5 -7 7 -9 10 -11 11 -13 -14 -15 16 22 -18 -19 19 21 -22 -23 -24
leaf_value=0.018959023700322975 0.0050686514511162004 -0.0091690199307389361 -0.016386677385004128 -0.0069777065478902854 0.013401234372113527 -0.014617275597390251 0.012783951001710087 0.014141625011428209 0.015968854253611848 0.020194353117695844 -0.0070614217976089138 -0.006342619302364373 0.014875632304414271 0.0045486178609189043 -0.0059640234563425017 -0.017107682875696601 0.011875518287118096 0.00040129433637051424 -0.0050831445455987159 0.015237418700336606 0.0042926767534612166 0.0044663374338752074 -0.0054409600706470662
leaf_weight=54 74 74 69 73 68 52 63 96 60 74 57 61 55 1081 53 55 73 77 138 52 150 270 52
leaf_count=54 74 74 69 73 68 52 63 96 60 74 57 61 55 1081 53 55 73 77 138 52 150 270 52
internal_value=0 0.00114966 -0.00380434 0.00318514 0.00525295 0.00478486 0.00427303 0.00534338 0.00544416 0.0111423 0.00449311 0.0039426 0.00447 0.00396552 -0.00097053 -0.00468935 0.00435733 0.00651021 0.00408569 0.0031844 -0.000193666 0.00621135 -0.0114547
internal_weight=0 1292 376 916 1639 1585 842 769 1533 219 1314 1254 1193 1138 307 181 126 145 673 610 288 322 107
internal_count=2931 1292 376 916 1639 1585 842 769 1533 219 1314 1254 1193 1138 307 181 126 145 673 610 288 322 107
is_linear=0
shrinkage=0.16829


Tree=4689
num_leaves=27
num_cat=0
split_feature=3 3 43 2 48 2 43 160 3 13 2 3 2 47 2 43 52 3 13 52 52 39 1212 1212 2 3
split_gain=21.4709 7.76551 4.91447 4.20099 2.32583 1.66844 1.53288 1.06478 1.05228 1.04041 0.979295 0.768206 0.670653 0.475581 0.417117 0.66558 0.619309 0.382736 0.437818 0.377422 0.405621 0.350762 0.322826 0.172659 0.153081 0.0539633
threshold=-0.064349999999999991 0.28833000000000003 -0.034774999999999993 0.11366500000000002 -1.0000000180025095e-35 0.10869000000000002 -0.23933499999999996 0.086110000000000006 -0.11211999999999998 -0.009244999999999998 -1.0000000180025095e-35 0.0053500000000000015 0.14253500000000002 0.11230000000000001 0.090020000000000017 0.0010300000000000003 0.093130000000000004 -0.13827999999999999 -0.052124999999999998 0.40945500000000007 0.078330000000000025 0.089030000000000012 0.089590000000000017 -0.087844999999999993 0.090485000000000024 0.110335
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 10 -4 7 -2 11 -5 21 -1 -6 -3 14 19 17 -17 -16 -19 20 22 -8 -12 -22 -13 -7
right_child=1 12 4 8 5 25 9 -9 -10 -11 13 24 -14 -15 15 16 -18 18 -20 -21 23 -23 -24 -25 -26 -27
leaf_value=0.0012183041234065464 0.0012979188716005837 0.00042042777810918946 0.00073087620670476473 0.00078319670457534609 0.001422733202672014 0.0011595749017618722 0.00094466215134361448 0.0011453092194372635 0.001318309739210008 0.0003703739844038209 0.0016784657039550083 0.0017137782920691607 -6.3575614694419362e-05 0.001383993514008152 0.0018218557764681021 0.0011345506829286349 0.0015853461877576279 0.0016847530232267827 0.0014397883425334359 0.0014709079029138581 0.0016144111661421801 0.00064912167501843916 0.0014516909460203576 0.0018118176666095625 0.0019547938369528198 0.0010026973985027365
leaf_weight=63 52 70 62 75 80 52 103 52 87 83 602 59 56 78 99 64 71 200 137 85 60 78 80 362 65 56
leaf_count=63 52 70 62 75 80 52 103 52 87 83 602 59 56 78 99 64 71 200 137 85 60 78 80 362 65 56
internal_value=0 0.000962787 0.00109141 0.00158152 0.00132283 0.00142356 0.000779336 0.00156896 0.00107079 0.000677058 0.00162502 0.00167678 0.000205036 0.00163895 0.00165022 0.00157597 0.0013719 0.00163907 0.00158527 0.00168586 0.00170237 0.000817497 0.00165192 0.00178383 0.0018404 0.00107856
internal_weight=0 868 742 2063 426 364 316 256 162 264 1901 204 126 1838 1760 571 135 436 337 1189 1104 181 682 422 124 108
internal_count=2931 868 742 2063 426 364 316 256 162 264 1901 204 126 1838 1760 571 135 436 337 1189 1104 181 682 422 124 108
is_linear=0
shrinkage=0.0032998


Tree=4690
num_leaves=15
num_cat=0
split_feature=9 3 160 42 3 148 1213 15 13 1213 42 3 43 15
split_gain=0.590784 0.402085 0.336155 0.275995 0.364964 0.408944 0.346009 0.353941 0.328983 0.255368 0.272267 0.2425 0.138007 0.058636
threshold=0.09011000000000001 0.41110500000000005 -0.55045999999999984 0.090045000000000014 0.11745500000000002 -0.083929999999999991 0.104315 0.085915000000000019 -0.36115499999999995 0.097325000000000009 0.12074000000000001 -0.08322499999999998 -0.076949999999999977 0.092125000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 -6 10 11 -5 -13 -12
right_child=-2 -3 3 9 8 6 -8 -9 -10 -11 13 12 -14 -15
leaf_value=-0.0089286466300127609 -0.011047708423822326 0.018020369922180143 0.02045531083857241 -0.0082777394032168359 0.0056432759613663569 0.0047057349806497095 -0.0059232693142722472 0.010342865321979932 -0.01028917527170126 0.012632510449484094 0.0044109824873882946 0.0049257912335713278 -0.0011838279809514871 0.011983502542972306
leaf_weight=55 72 60 54 101 70 1327 71 415 77 55 61 155 322 57
leaf_count=55 72 60 54 101 70 1327 71 415 77 55 61 155 322 57
internal_value=0 0.00437927 0.0040884 0.00434798 0.00537507 0.00601105 0.00557984 0.00604971 -0.00269007 0.00159117 0.000716068 -0.000785029 0.000797712 0.00808412
internal_weight=0 2880 2820 2765 2014 1867 1813 1742 147 751 696 578 477 118
internal_count=2952 2880 2820 2765 2014 1867 1813 1742 147 751 696 578 477 118
is_linear=0
shrinkage=0.16829


Tree=4691
num_leaves=19
num_cat=0
split_feature=9 12 160 2 133 484 456 157 157 157 48 42 2 42 2 1 42 1
split_gain=0.408761 0.501951 0.257155 0.25971 0.322278 0.368551 0.320888 0.253176 0.281085 0.252731 0.269932 0.243571 0.465473 0.309252 0.195576 0.16577 0.0997064 0.0801961
threshold=0.09011000000000001 -0.14750499999999997 -0.55045999999999984 0.10859000000000001 0.087455000000000019 -0.081534999999999982 0.03981500000000001 -0.082259999999999986 -0.064679999999999974 -0.077384999999999995 0.12450000000000001 0.091485000000000025 0.081935000000000022 0.11517500000000001 0.12026500000000001 0.091725000000000015 0.081180000000000016 0.13535500000000003
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 -6 7 16 -9 -5 14 12 -7 -13 15 -11 -4 -16
right_child=-2 2 3 9 5 11 -8 8 -10 10 -12 13 -14 -15 17 -17 -18 -19
leaf_value=0.016708230074494578 -0.0091884917935929674 -0.0082270497422451613 0.017151442703244993 -0.010617533155908394 -0.010323306582909397 -0.0055538539145512673 0.014642488423781293 -0.0067239254495475602 0.004773816137802432 0.0022056165112589727 -0.0086772297412617428 -0.0091424492349199069 0.0090176490715609577 0.0042011084625077468 -0.0028954931129931598 0.011585677608040253 0.0077487812067255192 0.0042918161768246291
leaf_weight=81 72 54 59 55 72 83 103 63 1307 117 65 94 245 103 145 99 72 63
leaf_count=81 72 54 59 55 72 83 103 63 1307 117 65 94 245 103 145 99 72 63
internal_value=0 0.0036426 0.00326385 0.00349056 0.0043044 0.000962825 0.005547 0.00492166 0.00424378 0.000194478 0.00141423 0.00251406 0.00532487 -0.00215675 0.0029655 0.00651313 0.0119973 -0.00070993
internal_weight=0 2880 2799 2745 2201 597 1604 1501 1370 544 489 525 328 197 424 216 131 208
internal_count=2952 2880 2799 2745 2201 597 1604 1501 1370 544 489 525 328 197 424 216 131 208
is_linear=0
shrinkage=0.16829


Tree=4692
num_leaves=24
num_cat=0
split_feature=1 3 1 4 150 4 3 48 15 4 3 4 1 0 0 1447 2 155 0 156 475 15 52
split_gain=26.9965 4.01063 3.16482 3.01271 2.03163 1.47743 1.07124 0.969165 0.925915 0.858826 0.85611 1.05804 0.94947 0.666403 0.633367 0.489779 0.636594 0.633573 0.615753 0.39812 0.463015 0.279503 0.207584
threshold=0.11374000000000002 -0.026279999999999998 0.10075500000000003 0.25367000000000006 0.077110000000000012 0.049545000000000006 0.0025650000000000004 0.08956500000000002 -0.43091499999999999 0.5567700000000001 0.088880000000000015 -0.029404999999999997 0.084675000000000014 -0.14920999999999998 -0.082234999999999989 -0.085574999999999984 0.089945000000000011 0.083290000000000017 -0.086954999999999991 0.087205000000000019 -0.082239999999999994 -0.10981499999999998 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 5 10 4 7 13 -4 -2 9 -5 12 -12 -3 -1 21 -15 19 18 -18 20 -17 -7 -23
right_child=3 2 6 8 -6 14 -8 -9 -10 -11 11 -13 -14 15 -16 16 17 -19 -20 -21 -22 22 -24
leaf_value=0.0020811356338091501 0.0014246554376010326 0.0019051254381849891 0.00062173638492647742 0.00096354748092568733 0.00047487389613197825 0.001772579357707496 0.0011912608764881808 0.00088568925657577392 0.00023999625782907075 0.00042168497339146289 0.001620629728978545 0.0010035735938437619 0.001421369996374329 0.0014612875965296409 0.0012231459526018335 0.0020542512248541605 0.0012371043273097853 0.001869450128269881 0.0016157576967881992 0.0015581355718626171 0.0017626367399723954 0.0013749037451772749 0.0016400992323209026
leaf_weight=53 94 93 66 57 55 52 80 60 103 73 61 61 86 89 89 65 54 95 397 98 932 82 57
leaf_count=53 94 93 66 57 55 52 80 60 103 73 61 61 86 89 89 65 54 95 397 98 932 82 57
internal_value=0 0.00161709 0.00133334 0.000732529 0.00102032 0.00167856 0.000934046 0.0012149 0.000474229 0.000659542 0.0015269 0.00131239 0.0016729 0.00171366 0.00145488 0.00170238 0.00171544 0.00162258 0.0015705 0.00176171 0.00178168 0.00156268 0.00148391
internal_weight=0 2510 447 442 209 2063 146 154 233 130 301 122 179 1783 280 1730 1641 546 451 1095 997 191 139
internal_count=2952 2510 447 442 209 2063 146 154 233 130 301 122 179 1783 280 1730 1641 546 451 1095 997 191 139
is_linear=0
shrinkage=0.0032998


Tree=4693
num_leaves=29
num_cat=0
split_feature=1 12 4 1 150 14 2 14 12 48 150 475 0 150 457 13 0 12 1 12 12 1212 483 13 13 13 4 2
split_gain=31.7137 4.91717 4.27776 3.27393 2.74101 2.6331 2.22421 1.72232 1.3709 1.12315 1.10064 0.941042 1.03306 0.552298 0.527092 1.31008 0.490281 0.489771 0.343215 1.06481 0.496898 0.339843 0.369029 0.271247 0.248077 0.427119 0.242386 0.208602
threshold=0.11374000000000002 0.056995000000000011 0.25367000000000006 0.10152500000000002 0.077110000000000012 -0.41992499999999994 0.096435000000000007 0.076450000000000004 0.11878500000000002 0.08956500000000002 0.086645000000000014 -0.030974999999999999 -0.15445999999999996 0.10912500000000001 0.048350000000000011 -0.0015099999999999998 -0.088659999999999989 0.088725000000000012 0.09803000000000002 0.092085000000000014 0.10859000000000001 -0.050024999999999993 -0.076904999999999987 -0.15569499999999997 0.17888000000000001 0.0066400000000000009 -0.0058699999999999994 0.10605000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 10 9 -4 7 13 18 -2 11 -1 -13 17 15 -5 23 21 19 -8 27 -3 -23 -7 25 -19 -14 -21
right_child=2 6 5 14 -6 16 8 -9 -10 -11 -12 12 26 -15 -16 -17 -18 24 -20 20 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=0.00086966180586565294 0.0011349030441350071 0.0017161796751164538 0.0006877520338756947 0.00039790415654992599 5.0537252153705597e-05 -0.00018030311852332889 0.001650453120829614 0.0019862876253996884 0.00069374724988877545 0.00055552627018770281 0.00074904539801191655 0.0017595611614964 0.0011011978485384129 0.0010795852835247654 0.00035039951858721033 0.0011195897604897413 -0.00035887441432558417 0.0013747132151141659 0.0010101164600495975 0.00098828434913415223 0.0014414766342103183 0.0017011041176673758 0.0014346928597025362 0.00015356326713536226 0.0015606567034320549 0.0011320880070931571 0.0013503079989376666 0.0012041971812534131
leaf_weight=52 94 63 52 56 55 52 68 59 58 60 52 55 79 54 53 54 75 532 62 93 64 64 626 54 62 95 99 110
leaf_count=52 94 63 52 56 55 52 68 59 58 60 52 55 79 54 53 54 75 532 62 93 64 64 626 54 62 95 99 110
internal_value=0 0.00129946 0.000340784 0.00100636 0.000683552 3.31715e-05 0.00137235 0.00143183 0.00116901 0.000909401 0.00119218 0.00127291 0.00136275 0.00140994 0.000621976 0.000752506 -0.00015469 0.00142229 0.00123835 0.00128049 0.00118613 0.00148098 0.00145945 -9.88791e-06 0.00135809 0.00133801 0.00123995 0.00110546
internal_weight=0 2510 442 500 209 233 2010 1555 455 154 337 285 233 1496 163 110 181 1442 397 335 267 753 690 106 689 627 178 203
internal_count=2952 2510 442 500 209 233 2010 1555 455 154 337 285 233 1496 163 110 181 1442 397 335 267 753 690 106 689 627 178 203
is_linear=0
shrinkage=0.0032998


Tree=4694
num_leaves=26
num_cat=0
split_feature=1 3 156 2 2 2 10 52 1 15 15 51 13 13 42 3 49 3 3 3 42 51 15 49 3
split_gain=12.589 2.821 1.45392 1.47899 2.17443 1.16404 1.03057 0.865251 1.44961 1.47554 1.31267 0.829036 0.919996 0.737332 0.461795 0.550144 0.433445 0.389743 0.381839 0.3779 0.35643 0.326385 0.231446 0.262595 0.198805
threshold=0.11392000000000001 0.11745500000000002 0.10307000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.089945000000000011 -0.00189 -0.55511499999999991 0.088470000000000007 -0.0025249999999999995 -0.10271999999999999 0.090735000000000024 -0.16140499999999997 -0.10373499999999998 -1.0000000180025095e-35 -0.080884999999999985 0.097940000000000013 -0.04682999999999999 -0.075154999999999986 -0.087169999999999984 0.083825000000000024 -0.085384999999999989 -0.090909999999999977 0.11663000000000001 -0.096599999999999991
decision_type=2 2 2 2 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 -1 -7 16 10 -10 12 -6 -8 15 24 17 18 -9 20 -16 -21 -18 -24 -15
right_child=2 -3 -4 4 11 7 13 8 9 -11 -12 -13 -14 14 19 -17 22 -19 -20 21 -22 -23 23 -25 -26
leaf_value=0.0008353437786294194 5.6669713804188685e-05 0.00048055527860690168 0.001028959777906256 0.001031356502315138 0.00056769358104540274 0.0014611710194835461 0.0015919222477810031 0.0011687316045114241 0.00095482918562303704 0.0012433838954764576 0.00029708252993154895 0.00066662715596992083 2.7892742840620799e-05 0.0013953078751073066 0.0011571021854291509 0.0016017691649713058 0.0011289592781575199 0.0013618736909932422 0.00096242749475998761 0.0013889246333266816 0.00078600832969019045 0.001170425186288735 0.0006939342803799339 0.0010129959400378349 0.0012134034922048845
leaf_weight=77 82 71 54 78 57 56 59 357 60 53 74 77 87 88 64 58 58 80 138 86 52 669 52 64 301
leaf_count=77 82 71 54 78 57 56 59 357 60 53 74 77 87 88 64 58 58 80 138 86 52 669 52 64 301
internal_value=0 0.00112981 0.00052172 0.000449735 0.000557415 0.00114865 0.00120828 0.0010612 0.00103724 0.000776704 0.000591859 0.000389982 0.000241809 0.00122911 0.00121284 0.00129976 0.00110224 0.00114621 0.00111129 0.00116819 0.000991053 0.00119536 0.000956704 0.000870272 0.00125464
internal_weight=0 2517 435 381 299 2446 1454 992 936 187 134 221 144 1377 1318 447 749 575 495 871 116 755 174 116 389
internal_count=2952 2517 435 381 299 2446 1454 992 936 187 134 221 144 1377 1318 447 749 575 495 871 116 755 174 116 389
is_linear=0
shrinkage=0.0032998


Tree=4695
num_leaves=12
num_cat=0
split_feature=44 0 1186 3 10 42 43 43 50 3 3
split_gain=0.592573 0.661362 0.412356 0.457808 0.527278 0.489023 0.424759 0.414095 0.256247 0.253775 0.199091
threshold=1.0000000180025095e-35 -0.22480499999999998 0.062030000000000009 0.31966500000000003 -0.11133 0.084835000000000008 -0.11158 -0.083349999999999994 0.11901000000000002 -0.015169999999999998 0.097775000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 -3 8 -7 -8 9 -6 -1
right_child=-2 2 -4 -5 5 6 7 -9 -10 -11 -12
leaf_value=-0.00025411498591453512 0.022010922016940319 -0.010362520789939449 -0.0055829178119453935 -0.0081481316797548716 0.0076459491980919222 -0.0080689771503893986 0.013076258029721958 0.0033615775698862147 -0.0031342742840992544 0.013274287716162422 -0.014462712065513637
leaf_weight=52 57 55 97 67 1038 80 143 959 52 292 61
leaf_count=52 57 55 97 67 1038 80 143 959 52 292 61
internal_value=0 0.00467462 0.00518748 0.0055771 0.00592891 0.00627907 0.00376323 0.00462382 0.00842953 0.008883 -0.00794014
internal_weight=0 2896 2783 2686 2619 2564 1182 1102 1382 1330 113
internal_count=2953 2896 2783 2686 2619 2564 1182 1102 1382 1330 113
is_linear=0
shrinkage=0.16829


Tree=4696
num_leaves=19
num_cat=0
split_feature=44 0 123 2 3 0 2 0 475 2 3 1429 3 1456 3 4 3 156
split_gain=0.409842 0.45778 0.391299 0.397314 0.494175 0.435141 0.47377 0.341792 0.444638 0.444825 0.317614 0.257081 0.35684 0.28465 0.191417 0.180232 0.178651 0.11513
threshold=1.0000000180025095e-35 -0.22480499999999998 0.10832000000000001 0.17553000000000005 -0.043609999999999989 -0.062714999999999979 0.090755000000000016 -0.041534999999999996 -0.070074999999999985 0.10573500000000001 0.0048000000000000013 0.084770000000000012 -0.083644999999999983 -0.090374999999999997 0.040040000000000006 0.032770000000000001 0.15937000000000004 0.083840000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 4 7 6 10 11 -9 -10 -6 13 -13 -3 -7 -1 -8 -16
right_child=-2 2 -4 -5 5 14 16 8 9 -11 -12 12 -14 -15 17 -17 -18 -19
leaf_value=-0.013387428672060057 0.018306708952214548 -0.0052841234224395477 -0.0097291526390755455 -0.0096825650181669425 0.0046521243029521188 0.023388495431667045 0.013811544547790419 0.010480138855678143 -0.015570007556749173 0.0023712696755774599 -0.011967385513978959 -0.013574641999341275 0.0056124362877973538 0.0053603339978754378 0.0063918020928840531 2.3801219369956829e-05 0.0026761858715565723 0.017558644601671822
leaf_weight=56 57 74 55 54 87 68 163 54 84 73 52 52 58 1748 54 57 55 52
leaf_count=56 57 74 55 54 87 68 163 54 84 73 52 52 58 1748 54 57 55 52
internal_value=0 0.00388752 0.00431426 0.00459805 0.00488711 0.00948534 0.006114 0.00374691 -0.00267894 -0.00721644 -0.00155232 0.00444963 -0.00344149 0.00492703 0.0163921 -0.00660657 0.0110104 0.0118868
internal_weight=0 2896 2783 2728 2674 531 357 2143 211 157 139 1932 110 1822 174 113 218 106
internal_count=2953 2896 2783 2728 2674 531 357 2143 211 157 139 1932 110 1822 174 113 218 106
is_linear=0
shrinkage=0.16829


Tree=4697
num_leaves=10
num_cat=0
split_feature=447 1212 129 46 40 3 402 41 12
split_gain=0.453794 0.402012 0.315727 0.296858 0.349996 0.274821 0.288954 0.276609 0.178281
threshold=0.092160000000000006 -0.074449999999999988 -0.04689999999999999 1.0000000180025095e-35 0.088710000000000011 0.31966500000000003 0.11348000000000001 0.081500000000000017 0.087695000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 5 6 7 -4 -1
right_child=-2 2 3 -5 -6 -7 -8 -9 -10
leaf_value=0.019475267125262048 -0.012108316371451154 -0.0097070049677470023 0.0033366547116839909 0.016124434512264627 0.016210446755427044 -0.0087762260977739467 0.014787020281675913 -0.0054449842147042248 0.0076530043662680972
leaf_weight=58 52 52 2362 52 58 55 60 106 98
leaf_count=58 52 52 2362 52 58 55 60 106 98
internal_value=0 0.00374547 0.0032723 0.00352358 0.0032748 0.00298364 0.0032402 0.00295876 0.01206
internal_weight=0 2901 2745 2693 2641 2583 2528 2468 156
internal_count=2953 2901 2745 2693 2641 2583 2528 2468 156
is_linear=0
shrinkage=0.16829


Tree=4698
num_leaves=9
num_cat=0
split_feature=402 1186 447 45 149 49 40 15
split_gain=0.330697 0.333374 0.277796 0.263822 0.243357 0.307063 0.329446 0.267339
threshold=0.13027000000000002 0.085230000000000014 0.091655000000000014 1.0000000180025095e-35 0.079475000000000004 -0.15302999999999997 -0.094259999999999997 -0.2987999999999999
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=-0.0098310901299779093 0.014317418271143958 -0.0093995674158960634 -0.009300328505256323 0.014654024948718336 0.012396814673281102 0.016007658356689339 -0.003507540760888786 0.0030843410067301303
leaf_weight=55 70 64 52 55 74 53 188 2342
leaf_count=55 70 64 52 55 74 53 188 2342
internal_value=0 0.00260429 0.00287745 0.00310695 0.00287211 0.00260425 0.00286973 0.0025938
internal_weight=0 2883 2819 2767 2712 2638 2583 2530
internal_count=2953 2883 2819 2767 2712 2638 2583 2530
is_linear=0
shrinkage=0.16829


Tree=4699
num_leaves=10
num_cat=0
split_feature=123 123 14 399 484 149 41 43 3
split_gain=0.287026 0.340199 0.294369 0.23694 0.240289 0.254979 0.521279 0.330327 0.0841763
threshold=0.11012000000000001 0.091810000000000017 0.064610000000000015 -0.066479999999999984 0.11912000000000002 0.078645000000000007 0.077915000000000012 -0.23538999999999996 -0.15327499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -4
right_child=-2 -3 8 4 -6 -7 -8 -9 -10
leaf_value=0.012677993028177983 -0.0095291014956225412 0.015743751746853375 0.015696282002974907 0.009542348624962697 0.0098138557431072474 0.01189085695262904 -0.010947944347702514 0.0012002616485010606 0.0062656438944050522
leaf_weight=58 56 55 54 143 102 65 96 2269 55
leaf_count=58 56 55 54 143 102 65 96 2269 55
internal_value=0 0.00262861 0.00237417 0.00203131 0.0017998 0.0014814 0.0012109 0.00169558 0.0109542
internal_weight=0 2897 2842 2733 2675 2573 2508 2412 109
internal_count=2953 2897 2842 2733 2675 2573 2508 2412 109
is_linear=0
shrinkage=0.16829


Tree=4700
num_leaves=22
num_cat=0
split_feature=1 52 2 52 159 124 2 2 1 16 14 43 481 16 48 48 16 48 16 52 52
split_gain=21.1605 5.73421 3.44448 2.3706 1.08717 1.03883 0.843754 1.46789 0.897881 0.819728 0.878613 0.675459 0.521598 0.460022 0.400185 0.431069 0.524303 0.376053 0.299036 0.213057 0.211099
threshold=0.10075500000000003 -0.41694999999999993 0.14253500000000002 0.13072500000000004 0.11035500000000001 -0.078224999999999989 1.0000000180025095e-35 -1.0000000180025095e-35 0.12200500000000002 0.41134500000000007 0.064610000000000015 -1.0000000180025095e-35 -0.084709999999999994 -0.13895999999999997 -0.024949999999999996 0.092105000000000006 -0.0038249999999999998 0.085635000000000017 -0.43279999999999996 -0.45635499999999996 -0.0078749999999999983
decision_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 6 -1 7 8 -3 10 12 -8 20 -4 -14 17 -17 -16 -13 -11 -7
right_child=1 2 13 -5 -6 9 11 -9 -10 19 -12 18 14 -15 15 16 -18 -19 -20 -21 -22
leaf_value=0.0010697777115118033 0.0015727740150092962 0.00089567734303682193 0.00041561963666048848 0.0013109870857287112 0.0011638378854885647 0.0015319043463655948 0.00026193600582043544 0.0012585966800689728 0.00033950857101870918 0.0013314687203946627 0.0018269143203603403 0.00048506661410121685 0.0012110745979551853 1.2239105219121108e-05 0.0014639285685035294 0.0014300978931671517 0.0010405178923928254 0.0016756256752228499 0.00080197931609926815 0.0010384906646685457 0.0018285874874438533
leaf_weight=77 93 64 58 87 52 53 76 57 63 56 76 62 75 66 1485 116 57 100 70 56 57
leaf_count=77 93 64 58 87 52 53 76 57 63 56 76 62 75 66 1485 116 57 100 70 56 57
internal_value=0 0.000805724 0.000696761 0.000812419 0.000714647 0.00144802 0.00065497 0.000818059 0.00062006 0.00146167 0.00147699 0.00051053 0.00146328 0.000201201 0.0014499 0.00146007 0.00130194 0.00147731 0.000653393 0.00118529 0.00168596
internal_weight=0 748 655 531 444 2208 392 184 127 2131 2019 208 1943 124 1833 1758 173 1585 132 112 110
internal_count=2956 748 655 531 444 2208 392 184 127 2131 2019 208 1943 124 1833 1758 173 1585 132 112 110
is_linear=0
shrinkage=0.0032998


Tree=4701
num_leaves=15
num_cat=0
split_feature=1453 13 2 481 483 1429 48 51 48 2 13 4 160 4
split_gain=0.554162 0.380768 0.538788 0.360242 0.323488 0.357975 0.321555 0.668819 0.464685 0.487233 0.21323 0.204451 0.174997 0.0757248
threshold=-0.077554999999999985 0.11238500000000001 0.10052500000000002 -0.094284999999999994 0.11484500000000002 0.086295000000000011 0.091045000000000015 0.10271500000000001 0.085635000000000017 -0.080104999999999996 -0.08156999999999999 0.22276500000000002 0.085090000000000013 -0.089119999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 13 -2 5 6 8 11 9 -5 -7 -8 -10 -3
right_child=1 2 -4 4 -6 10 7 -9 12 -11 -12 -13 -14 -15
leaf_value=0.016845892660440776 0.018115993042887916 0.0086263605189639235 -0.014167807474470145 0.016106170111284856 0.015384663337465897 0.0043501873172436204 0.0058094922202796056 -0.013765165037224067 0.018565639300805462 0.0028447555798873092 0.017940690881025258 -0.0061367800117784893 0.0062709178185835872 6.8133547087728777e-05
leaf_weight=96 53 52 78 82 70 57 183 92 81 1858 78 52 56 68
leaf_count=96 53 52 78 82 70 57 183 92 81 1858 78 52 56 68
internal_value=0 0.00384055 -0.0032742 0.00437042 0.0040905 0.00377842 0.00330386 -0.00159746 0.00407638 0.00340622 0.0122158 0.00315842 0.0135532 0.00379167
internal_weight=0 2860 198 2662 2609 2539 2404 327 2077 1940 135 235 137 120
internal_count=2956 2860 198 2662 2609 2539 2404 327 2077 1940 135 235 137 120
is_linear=0
shrinkage=0.16829


Tree=4702
num_leaves=22
num_cat=0
split_feature=1 12 1 12 1 4 11 0 9 160 4 0 0 47 4 0 1 12 4 42 0
split_gain=34.8083 7.41816 4.77382 2.01732 1.31939 1.26972 1.2173 1.23882 1.1829 0.781715 0.648359 0.625105 0.603775 0.588818 0.537292 1.10915 0.517061 0.455382 0.377222 0.223688 0.208654
threshold=0.10404000000000001 0.085075000000000026 0.13130500000000003 -0.085124999999999992 0.093205000000000024 0.043640000000000005 1.0000000180025095e-35 -0.079794999999999991 -1.0000000180025095e-35 -0.064339999999999994 0.053330000000000009 -0.10934999999999999 -0.11073999999999999 0.096475000000000019 -0.47860499999999995 1.0000000180025095e-35 0.13767000000000004 0.088135000000000005 0.38865500000000003 -0.012479999999999998 -0.087649999999999992
decision_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 8 10 4 -1 6 12 -8 -2 -10 -3 -7 -5 16 -14 17 18 -16 -11 -13 -21
right_child=1 2 -4 5 -6 11 7 -9 9 13 -12 19 14 -15 15 -17 -18 -19 -20 20 -22
leaf_value=0.0022278784937327088 0.00082778421805241806 0.0024111889554325728 0.0010744223756769511 0.0020848748512548713 0.0014949745165505316 0.0023392131747069045 0.002996571384855486 0.0023120796283971025 0.0015379512493922933 0.001077921684689522 0.001999035046449047 0.0018478067343433323 0.0026566383294667332 0.0014861572331682901 0.0024230720968824041 0.001871317418359588 0.00082167495948438311 0.0023084605572668846 0.0014202726077084309 0.0022360175574570708 0.0019483055642680678
leaf_weight=55 77 87 53 97 53 97 65 53 95 99 83 65 64 57 708 53 53 869 56 60 57
leaf_count=55 77 87 53 97 53 97 65 53 95 99 83 65 64 57 708 53 53 869 56 60 57
internal_value=0 0.00145041 0.0019404 0.00231043 0.00186854 0.00233223 0.00236278 0.00268943 0.0012003 0.00127988 0.00221017 0.00212305 0.00234124 0.00118723 0.0023559 0.00234407 0.00110514 0.00235994 0.00120184 0.00200765 0.00209615
internal_weight=0 660 223 2296 108 2188 1909 118 437 360 170 279 1791 265 1694 1630 208 1577 155 182 117
internal_count=2956 660 223 2296 108 2188 1909 118 437 360 170 279 1791 265 1694 1630 208 1577 155 182 117
is_linear=0
shrinkage=0.0032998


Tree=4703
num_leaves=17
num_cat=0
split_feature=2 15 3 14 34 15 2 0 0 0 0 3 1456 15 3 3
split_gain=11.8696 5.9717 2.9748 2.71589 2.27154 1.5326 1.52972 1.32567 1.63803 1.0211 0.981875 0.742892 0.56262 0.521031 0.313431 0.209719
threshold=0.12026500000000001 -0.38214499999999996 0.11269500000000002 0.073890000000000011 -0.066379999999999981 -1.0000000180025095e-35 0.14253500000000002 -0.13955999999999996 -0.14920999999999998 -0.074504999999999988 -0.073574999999999988 0.0025650000000000004 -0.080654999999999991 -0.080264999999999989 -0.0005399999999999999 0.15217000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 -3 7 9 8 -6 -2 -9 12 -7 -8 -1 -4
right_child=6 2 15 -5 5 11 13 10 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00030736570831897339 0.00052181386041759209 0.00070981993711405897 0.00059133902827124003 0.0018657683628905692 0.0011948849228953101 0.0016792683356677582 0.00049469607207811722 0.0013112445061848794 0.00048170307380134697 0.0010341386321702211 0.0010380851859949445 0.0017091075011637657 0.0013454863195557464 9.9454662255362244e-05 0.00066635449159389046 0.00088822227019111171
leaf_weight=54 80 73 53 91 92 59 93 749 57 91 179 73 1046 60 53 53
leaf_count=54 80 73 53 91 92 59 93 749 57 91 179 73 1046 60 53 53
internal_value=0 0.00124958 0.00128195 0.00130568 0.00128377 0.00130233 0.000580035 0.0012121 0.000922293 0.000794661 0.00125859 0.0013848 0.00136334 0.00033993 0.000485512 0.000740113
internal_weight=0 2632 2525 2419 2328 2255 324 1077 149 171 928 1178 1105 153 107 106
internal_count=2956 2632 2525 2419 2328 2255 324 1077 149 171 928 1178 1105 153 107 106
is_linear=0
shrinkage=0.0032998


Tree=4704
num_leaves=16
num_cat=0
split_feature=2 15 14 15 12 1186 47 2 43 43 49 13 43 13 2
split_gain=0.430258 0.378912 0.416181 0.332589 0.315447 0.305195 0.26357 0.25341 0.234393 0.340734 0.279139 0.243208 0.170382 0.156084 0.104783
threshold=0.13751000000000005 0.10841500000000003 0.073890000000000011 -0.037394999999999991 0.090535000000000018 0.085080000000000003 0.10976000000000001 0.15510000000000004 0.086765000000000023 0.060690000000000008 0.10888500000000001 -0.11760499999999999 -1.0000000180025095e-35 -0.077274999999999996 0.096860000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -3 6 8 -2 9 10 -1 -10 -8 -6 -13
right_child=3 4 -4 -5 13 -7 12 -9 11 -11 -12 14 -14 -15 -16
leaf_value=0.0067586745097670351 -0.004113767424641381 0.023224632132654952 0.017730545851742548 -0.012919966641556039 0.016018699633744436 -0.0069433748166315423 0.0033599520936780738 0.010209333089400639 0.021343409542368817 -0.0062409907518331384 -0.0011843419894940887 0.011369622899346239 -0.0087600999589778506 0.0049568445427902877 0.0022584598301014489
leaf_weight=1850 73 65 84 53 59 53 89 67 55 64 134 109 52 95 54
leaf_count=1850 73 65 84 53 59 53 89 67 55 64 134 109 52 95 54
internal_value=0 0.00665155 0.00607202 -0.00155978 0.0133753 0.0056732 0.00595175 0.00272803 0.00639115 0.00583097 0.0062213 0.0116455 -0.00109711 0.00920649 0.00836222
internal_weight=0 2763 2544 193 219 2460 2407 140 2266 2048 1984 218 141 154 163
internal_count=2956 2763 2544 193 219 2460 2407 140 2266 2048 1984 218 141 154 163
is_linear=0
shrinkage=0.16829


Tree=4705
num_leaves=22
num_cat=0
split_feature=1 52 39 3 124 52 12 14 15 1 49 15 0 1 1 12 133 157 15 52 42
split_gain=30.9924 5.99964 3.06899 2.67263 2.29922 1.70894 1.52207 1.33077 1.30139 1.87038 2.0692 0.875298 1.57489 0.758683 0.670899 0.66287 0.608956 0.545933 0.495525 0.387368 0.264506
threshold=0.10442000000000001 -0.40011499999999994 0.087735000000000021 0.3148450000000001 -0.048219999999999992 0.13759500000000005 0.11878500000000002 0.064610000000000015 0.033605000000000003 0.085720000000000005 -0.014479999999999998 -0.21242999999999998 -0.12259499999999998 0.078705000000000011 0.12765500000000005 0.083535000000000012 0.031880000000000012 -0.078454999999999983 0.11308000000000001 -0.0094049999999999984 0.092110000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 -1 11 7 8 9 13 -11 -3 -13 16 -4 -10 -6 -12 19 -17 -20
right_child=1 2 14 -5 6 -7 -8 -9 15 10 17 12 -14 -15 -16 18 -18 -19 20 -21 -22
leaf_value=0.0014046319695190171 0.001969440650017828 0.00083964367062676229 0.00086042591746385017 0.00053853250095229775 0.001781667824488061 0.0017743539788926395 0.0014687525130507478 0.0023743626547793675 0.0023712603830772184 0.0011634599346812189 0.0015197161633243536 0.00096171166716880292 0.0015474636653712772 0.0022809088111345409 0.00042443434720848951 0.0017543447266783804 0.0019831652823687333 0.0018934696824642982 0.0016292960362897474 0.0020542947319906152 0.0019543060581591345
leaf_weight=93 75 75 63 69 260 57 74 79 58 76 59 99 102 67 100 52 464 165 55 715 59
leaf_count=93 75 75 63 69 260 57 74 79 58 76 59 99 102 67 100 52 464 165 55 715 59
internal_value=0 0.00109207 0.000975544 0.0011305 0.00191415 0.00125306 0.00193584 0.00195221 0.00193576 0.00185786 0.00163526 0.00114527 0.00125913 0.00194224 0.000593163 0.00202624 0.00191085 0.00179518 0.00200348 0.00203401 0.00179781
internal_weight=0 640 565 402 2276 333 2183 2109 2030 1091 300 276 201 791 163 939 724 224 881 767 114
internal_count=2916 640 565 402 2276 333 2183 2109 2030 1091 300 276 201 791 163 939 724 224 881 767 114
is_linear=0
shrinkage=0.0032998


Tree=4706
num_leaves=16
num_cat=0
split_feature=10 474 0 1447 1447 0 16 51 16 1429 150 15 42 13 16
split_gain=0.532725 0.41133 0.608508 0.410153 0.328587 0.362938 0.436622 0.517132 0.297742 0.233274 0.242619 0.402624 0.286245 0.200431 0.13687
threshold=0.043560000000000008 0.088995000000000005 -0.084369999999999987 -0.085574999999999984 -0.08292999999999999 -0.040094999999999992 0.014185000000000001 -0.13579499999999997 -0.25397999999999993 0.083840000000000012 1.0000000180025095e-35 -0.094839999999999994 0.10077000000000001 0.085955000000000018 0.061775000000000004
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 8 -8 -7 10 12 -12 -6 -9 -4
right_child=-2 2 14 4 5 6 7 13 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.0037590006853838115 -0.0088721250991938908 -0.014099348051544044 -0.00027991696222360072 0.020294220602513544 0.0071218194903181625 0.001514855282339478 -0.00756571870235794 0.015974151933014148 -0.016381005743717481 0.015481863562594305 -0.010461425962257007 0.0058173465361038811 0.013338828612276395 0.0029860837534837485 0.010514695261627318
leaf_weight=101 68 68 62 53 1573 53 57 94 52 103 54 211 243 53 71
leaf_count=101 68 68 62 53 1573 53 57 94 52 103 54 211 243 53 71
internal_value=0 0.00618966 -0.00114213 0.00674708 0.00716456 0.00688471 0.00147916 0.00602248 -0.00733075 0.00764868 0.00726011 0.00249338 0.00795471 0.0113036 0.00546911
internal_weight=0 2848 201 2647 2546 2493 309 204 105 2184 2081 265 1816 147 133
internal_count=2916 2848 201 2647 2546 2493 309 204 105 2184 2081 265 1816 147 133
is_linear=0
shrinkage=0.16829


Tree=4707
num_leaves=15
num_cat=0
split_feature=4 3 123 2 3 2 1374 4 2 2 43 43 2 12
split_gain=10.8417 4.32509 2.8466 1.9468 1.41915 0.838787 0.671867 0.509666 0.549924 0.541076 0.503521 0.409613 0.399587 0.303766
threshold=0.27998000000000006 0.28833000000000003 1.0000000180025095e-35 0.14346500000000004 0.13772500000000001 0.13554000000000002 -0.033639999999999996 -0.4950449999999999 0.08784500000000002 0.084195000000000006 -1.0000000180025095e-35 -0.078169999999999976 0.10060500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 10 -1 12 9 -9 -2 -4 -8 -10
right_child=4 -3 11 -5 -6 -7 7 8 13 -11 -12 -13 -14 -15
leaf_value=0.0008789576675740686 0.00057145234921846943 0.00032492798149367732 0.00060940255177423675 0.00060166230409482364 0.00013595497233980286 0.00030559984233057572 0.0016390425405392363 0.0012381414054018663 0.00095158288244374392 0.0013856338037331786 0.00092286781924885892 0.00097956922566934976 0.0012530757545309644 0.0012026851935739958
leaf_weight=53 80 62 87 52 74 56 67 720 57 445 102 53 54 954
leaf_count=53 80 62 87 52 74 56 67 720 57 445 102 53 54 954
internal_value=0 0.00118681 0.00120782 0.0012345 0.000535669 0.000659802 0.00124849 0.001257 0.0012453 0.00129451 0.000768593 0.000749789 0.00146708 0.00118856
internal_weight=0 2604 2542 2402 312 238 2350 2297 2176 1165 182 140 121 1011
internal_count=2916 2604 2542 2402 312 238 2350 2297 2176 1165 182 140 121 1011
is_linear=0
shrinkage=0.0032998


Tree=4708
num_leaves=17
num_cat=0
split_feature=2 2 42 133 474 15 15 106 481 1456 151 42 15 0 0 42
split_gain=0.396297 0.369172 0.383485 0.412135 0.320562 0.31923 0.39162 0.308318 0.327591 0.524725 0.349917 0.327347 0.305305 0.237192 0.189371 0.103273
threshold=0.13501500000000002 -0.14339499999999997 0.10077000000000001 0.11153 0.088995000000000005 -0.035654999999999992 -0.2987999999999999 0.016860000000000003 -0.084514999999999993 -0.13562499999999997 0.10365500000000001 0.087065000000000017 -0.061499999999999992 -0.084369999999999987 -0.07385499999999999 0.086335000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 12 7 6 -2 8 11 -10 -11 -3 -4 -6 -5 -15
right_child=5 2 3 14 13 -7 -8 -9 9 10 -12 -13 -14 15 -16 -17
leaf_value=-0.0057121623027976643 -0.0057488194371018387 0.0068378369954915346 0.010182466138749147 -0.00050741795267678698 -0.0099630935083721839 -0.012026112808642698 0.010794062980906466 -0.0062457951742895665 0.023946579508565168 0.0071748159582573452 -0.006799357510523245 -0.010452265843773546 0.027383359656940238 0.008773031336696149 0.011638337109265033 -0.0018106322114100942
leaf_weight=71 80 63 52 61 58 57 82 53 52 1913 52 61 68 52 89 52
leaf_count=71 80 63 52 61 58 57 82 53 52 1913 52 61 68 52 89 52
internal_value=0 0.00624861 0.00657268 0.012586 0.00588278 -0.0011885 0.00261365 0.00641634 0.00673063 0.00724694 0.0068041 -0.00165329 0.0199446 -0.00133219 0.00668709 0.00346392
internal_weight=0 2697 2626 270 2356 219 162 2194 2141 2017 1965 124 120 162 150 104
internal_count=2916 2697 2626 270 2356 219 162 2194 2141 2017 1965 124 120 162 150 104
is_linear=0
shrinkage=0.16829


Tree=4709
num_leaves=22
num_cat=0
split_feature=15 13 40 447 10 14 376 13 15 15 13 15 15 402 50 13 402 13 159 15 15
split_gain=21.7589 7.97851 6.63741 2.23146 1.42263 1.31198 0.921703 0.749685 0.898107 0.93443 0.811096 1.22847 0.51835 0.473594 0.402264 0.245168 0.306563 0.269092 0.263825 0.237623 0.0071669
threshold=-0.26361999999999991 -0.27740999999999993 -0.037459999999999993 0.086460000000000023 -1.0000000180025095e-35 -0.45687499999999998 0.076485000000000011 -0.083424999999999985 -0.0044499999999999991 0.11883000000000001 -0.014114999999999997 -0.044884999999999994 -0.43091499999999999 0.084920000000000009 -0.041284999999999995 -0.091014999999999999 0.086255000000000012 -0.098524999999999988 -0.081299999999999997 0.085665000000000005 -0.061499999999999992
decision_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 20 4 7 -3 -1 -6 15 10 13 14 -12 -7 -10 -9 16 17 -4 -17 -20 -2
right_child=1 2 3 -5 6 12 -8 8 9 -11 11 -13 -14 -15 -16 18 -18 -19 19 -21 -22
leaf_value=0.00063905770470971501 0.00037636524309242253 0.00028728306813784345 0.001446176240102365 0.00083624946642731925 0.0011406344680784694 0.00021148764099807678 0.00059102475486931831 0.0011334232571736528 0.0014291289386011907 0.0011269186023846701 0.0012461333953624643 0.00072915327534206823 -0.00017012633198975867 0.0016586790485569076 0.0014321192174034476 0.0013663966276082893 0.0016308245544880955 0.001200418364471072 0.0015268708618190292 0.00172698459889166 0.00043984886849955435
leaf_weight=55 54 54 134 80 83 90 56 61 756 104 268 62 68 115 283 77 57 80 232 95 52
leaf_count=55 54 54 134 80 83 90 56 61 756 104 268 62 68 115 283 77 57 80 232 95 52
internal_value=0 0.0012957 0.00133192 0.00137921 0.000742766 0.000200063 0.000919462 0.00139788 0.00135972 0.00142404 0.00126663 0.00114911 4.70258e-05 0.00145948 0.00137926 0.00149106 0.00141273 0.00135447 0.00154352 0.00158512 0.000407841
internal_weight=0 2703 2597 2404 193 213 139 2324 1649 975 674 330 158 871 344 675 271 214 404 327 106
internal_count=2916 2703 2597 2404 193 213 139 2324 1649 975 674 330 158 871 344 675 271 214 404 327 106
is_linear=0
shrinkage=0.0032998


Tree=4710
num_leaves=13
num_cat=0
split_feature=3 16 31 47 0 1348 457 1447 1186 52 3 3
split_gain=0.523819 0.604923 0.447926 0.349181 0.433526 0.276779 0.274473 0.284495 0.211138 0.211643 0.19553 0.17476
threshold=0.28833000000000003 -0.15693499999999996 -0.019454999999999997 0.10561500000000001 -0.097604999999999983 0.085630000000000012 -0.085584999999999981 -0.086254999999999984 0.054365000000000004 -0.5320649999999999 -0.075579999999999994 -0.083934999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 11 -8 9 -9 -6 -4
right_child=1 -3 3 4 10 -7 7 8 -10 -11 -12 -13
leaf_value=-0.0051111976549277002 0.010189605394194735 -0.013294910846168625 0.0091434840507333415 0.027257177853078227 0.0031798613738173846 -0.0051441421745577016 0.016807025236204011 0.012225911119795646 0.014069611849378329 0.0057531571335211031 0.016088839568358614 0.022262099290933569
leaf_weight=82 52 77 63 54 70 52 79 154 101 2126 64 54
leaf_count=82 52 77 63 54 70 52 79 154 101 2126 64 54
internal_value=0 -0.00381436 0.00713671 0.00749387 0.0145093 0.00699151 0.00723708 0.00685698 0.00652609 0.00619114 0.00935875 0.0152136
internal_weight=0 129 2899 2817 188 2629 2577 2460 2381 2280 134 117
internal_count=3028 129 2899 2817 188 2629 2577 2460 2381 2280 134 117
is_linear=0
shrinkage=0.16829


Tree=4711
num_leaves=26
num_cat=0
split_feature=1 52 3 47 123 3 12 3 12 1 0 124 1 0 13 12 13 0 1 48 1 1210 402 12 401
split_gain=30.2492 7.11614 3.45637 3.20462 2.70887 1.23661 1.2252 1.17956 1.11213 1.92844 1.09468 0.751159 0.733794 1.05747 0.840137 0.718542 0.538771 0.518827 0.474939 0.456458 0.396232 0.329437 0.276762 0.247863 0.122105
threshold=0.10575500000000002 -0.40011499999999994 0.28833000000000003 0.078345000000000012 1.0000000180025095e-35 0.10766000000000002 0.088535000000000016 -0.036264999999999992 0.086885000000000004 0.12313000000000002 -0.11073999999999999 -0.08478999999999999 0.087055000000000007 -0.11327499999999999 -0.11279499999999999 0.11697000000000002 0.076825000000000018 -0.037444999999999992 0.091600000000000015 0.088485000000000008 0.12040000000000002 -0.065264999999999976 0.012085000000000002 0.10859000000000001 0.084900000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 8 5 6 12 -5 17 -10 -4 -6 14 -14 -1 21 19 20 -15 -16 -3 -8 23 -23 -24
right_child=1 2 10 7 11 -7 15 -9 9 -11 -12 -13 13 18 16 -17 -18 -19 -20 -21 -22 22 24 -25 -26
leaf_value=0.0018561862063154716 0.0014883701031717512 0.00028775263741765133 0.00015655541464062992 0.0013386564619602165 0.00052025531361771812 0.00082650176708725016 0.0010608864554162633 0.00067046019295474181 0.0010645513705231249 0.00017727225985168907 -0.00047340363997374854 0.0010700067953783891 0.00084197211372288763 0.0012401206337881378 0.0014734634387817186 0.00094532773336643153 0.0011011242852311226 0.00045649328926717118 0.0016321962481944585 0.0011802025847514898 -3.5330480322300301e-05 0.001258155718496589 0.0015556300745120987 0.0014822810822790284 0.0013474630689487858
leaf_weight=54 71 82 71 55 55 53 70 61 55 52 52 54 55 97 752 75 52 75 53 64 83 743 59 60 75
leaf_count=54 71 82 71 55 55 53 70 61 55 52 52 54 55 97 752 75 52 75 53 64 83 743 59 60 75
internal_value=0 0.000501586 0.000381966 0.0005126 0.00130184 0.00132634 0.00133832 0.000987581 0.000353715 0.00063368 -0.000109482 0.000792932 0.00141472 0.00123501 0.00145464 0.00125871 0.00142962 0.000228751 0.00137889 0.00145051 0.000125019 0.00128202 0.0012985 0.00127495 0.00143938
internal_weight=0 657 586 463 2371 2262 2209 116 347 107 123 109 1127 205 922 1082 868 240 150 816 165 1007 937 803 134
internal_count=3028 657 586 463 2371 2262 2209 116 347 107 123 109 1127 205 922 1082 868 240 150 816 165 1007 937 803 134
is_linear=0
shrinkage=0.0032998


Tree=4712
num_leaves=16
num_cat=0
split_feature=1 15 15 147 9 4 43 3 129 43 11 11 11 4 43
split_gain=0.632743 0.378011 0.606748 0.360398 0.584334 0.301436 0.288502 0.244056 0.238323 0.205178 0.225103 0.315164 0.292928 0.269056 0.263009
threshold=0.11829500000000003 -0.43587999999999999 -0.26361999999999991 0.089245000000000005 0.037245000000000007 0.082475000000000007 -0.051239999999999987 -0.036264999999999992 -0.075474999999999987 -0.50775499999999985 1.0000000180025095e-35 0.08235000000000002 0.089795000000000014 -0.46195999999999998 -0.0039049999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 -3 4 8 7 -2 -4 -1 -10 13 -12 -13 -11 -15
right_child=1 2 5 -5 -6 -7 -8 -9 9 10 11 12 -14 14 -16
leaf_value=0.018300128793178872 -0.00043565082509608899 -0.017497035357305835 0.0046954801337568026 -0.0036719397552941531 0.022823810198249809 0.010316796909457046 0.016693429473182704 -0.0097868097103317436 -0.0028922953994976737 0.015682081507033045 0.023340701595578606 -0.0011584120253334668 0.0158513932636902 0.0076953006942836223 0.0037128742887214696
leaf_weight=54 55 66 58 82 70 67 56 76 58 92 57 53 62 1416 706
leaf_count=54 55 66 58 82 70 67 56 76 58 92 57 53 62 1416 706
internal_value=0 -5.91819e-05 -0.00349529 0.00729615 0.00764708 0.00109336 0.00818986 -0.00350495 0.00722107 0.00697555 0.00721617 0.0130919 0.00799647 0.00675889 0.00637117
internal_weight=0 378 267 2650 2568 201 111 134 2498 2444 2386 172 115 2214 2122
internal_count=3028 378 267 2650 2568 201 111 134 2498 2444 2386 172 115 2214 2122
is_linear=0
shrinkage=0.16829


Tree=4713
num_leaves=24
num_cat=0
split_feature=1 12 1 123 47 4 13 3 160 4 2 4 16 160 403 3 4 133 4 4 160 403 43
split_gain=30.3762 6.62661 6.32649 2.22166 1.11581 1.08128 0.808944 0.877419 0.715972 1.24187 0.800745 0.709959 0.652267 0.637433 0.504615 0.425961 0.40257 0.382146 0.352771 1.46209 0.264878 0.262402 0.193586
threshold=0.10398500000000001 0.085075000000000026 0.13130500000000003 1.0000000180025095e-35 0.10070000000000003 0.053925000000000008 -0.085349999999999995 -0.10690999999999999 -1.0000000180025095e-35 0.51395000000000002 0.11152000000000002 -0.00076499999999999995 -0.11227499999999999 0.079515000000000016 -0.0064299999999999991 0.093925000000000022 -0.079374999999999987 0.047685000000000005 -0.4950449999999999 -0.15504999999999997 -0.081594999999999987 -0.43560999999999994 -0.083209999999999992
decision_type=2 2 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 11 5 8 6 7 -1 9 -2 22 -3 -12 17 -9 18 -16 -7 -8 -20 -18 -21 -10
right_child=1 2 -4 -5 -6 13 15 14 10 -11 12 -13 -14 -15 16 -17 20 -19 19 21 -22 -23 -24
leaf_value=0.0022279808921652376 0.0011424677151479217 0.0018589576768012616 0.00037913876980253389 0.0011960672673205115 0.001033140365437767 0.001255238412207332 0.001957038627790049 0.0019979496345034734 0.00084208688547725416 0.00044847187359078319 0.00056346301906560006 0.0014430696936164229 0.00011788203834512179 0.0017424997839871493 0.0014681465723164846 0.0014542396724740419 0.0016242819384240609 0.0015634491559025547 0.0011911274905215025 0.0015701178367915018 0.0018635941726538631 0.0017312410971187329 0.00057857717317622882
leaf_weight=59 59 86 57 100 74 102 59 100 53 54 68 96 76 83 56 81 79 80 61 127 157 1186 75
leaf_count=59 59 86 57 100 74 102 59 100 53 54 68 96 76 83 56 81 79 80 61 127 157 1186 75
internal_value=0 0.000893563 0.00133927 0.00167843 0.000661406 0.00170004 0.00172685 0.00185034 0.000589864 0.000811135 0.000497809 0.00163978 0.00032854 0.00150116 0.00179342 0.00169004 0.00172325 0.00139091 0.00170334 0.00169242 0.00178363 0.00171568 0.000687962
internal_weight=0 698 239 2330 459 2230 1965 451 385 113 272 182 144 265 392 1514 292 182 1433 1374 236 1313 128
internal_count=3028 698 239 2330 459 2230 1965 451 385 113 272 182 144 265 392 1514 292 182 1433 1374 236 1313 128
is_linear=0
shrinkage=0.0032998


Tree=4714
num_leaves=18
num_cat=0
split_feature=1 0 151 1 151 4 13 3 41 41 3 3 0 4 13 16 52
split_gain=0.541418 0.593412 0.406007 0.398415 0.258135 0.255432 0.365396 0.493067 0.238855 0.31721 0.198393 0.238287 0.442399 0.239271 0.231082 0.194493 0.260128
threshold=0.11829500000000003 -0.00077999999999999999 0.082375000000000018 0.15099500000000002 -0.29526499999999994 0.51734000000000002 -1.0000000180025095e-35 -0.0075749999999999993 0.075585000000000013 0.088100000000000012 0.10661500000000002 0.0025650000000000004 -0.13409999999999997 0.053925000000000008 -0.24426999999999996 0.18286500000000003 -0.014264999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 -1 6 7 -2 10 -10 11 12 -6 -14 -12 16 -13
right_child=1 -3 -4 -5 8 -7 -8 -9 9 -11 14 15 13 -15 -16 -17 -18
leaf_value=0.019033120003359171 0.0032696570884525314 -0.014009522344094248 -0.0031027594003637214 0.01700302287436475 -0.0049994251047553112 0.011045619334824765 0.0071868202024962975 -0.017688029766423582 0.021931449798952497 0.0062520593386671238 0.0081453999533327073 0.010128492457906068 0.0080805219323526831 0.0024203726808386832 -0.0073681827058252351 0.0047702420733407571 0.025787955007172184
leaf_weight=56 62 66 102 52 85 55 78 65 73 74 52 69 1733 242 57 53 54
leaf_count=56 62 66 102 52 85 55 78 65 73 74 52 69 1733 242 57 53 54
internal_value=0 0.000482548 0.0072959 0.00355394 0.00771288 0.000857209 -0.0018675 -0.00744257 0.00745777 0.0140506 0.00704372 0.00738549 0.00687589 0.00738788 1.63101e-05 0.01334 0.017018
internal_weight=0 378 2650 312 2548 260 205 127 2492 147 2345 2236 2060 1975 109 176 123
internal_count=3028 378 2650 312 2548 260 205 127 2492 147 2345 2236 2060 1975 109 176 123
is_linear=0
shrinkage=0.16829


Tree=4715
num_leaves=27
num_cat=0
split_feature=2 2 2 13 2 123 12 3 12 12 2 11 12 49 34 1213 13 160 2 133 13 3 2 2 52 3
split_gain=14.5474 8.91351 3.54628 2.28611 1.68555 1.66974 1.66097 1.32996 0.849118 0.743007 0.722084 0.840988 0.824852 0.589295 0.479232 0.382931 0.370829 0.34792 0.312909 0.399801 0.256958 0.256893 0.252967 0.234579 0.232054 0.0832723
threshold=0.11366500000000002 -1.0000000180025095e-35 0.16993500000000003 -0.14545999999999995 0.10523 0.085810000000000011 0.085465000000000013 -0.079854999999999995 0.092165000000000011 0.090285000000000018 0.093320000000000014 0.074925000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 -0.084799999999999986 -0.084984999999999991 0.065520000000000009 -0.42038999999999993 0.085505000000000012 0.062925000000000009 -0.085684999999999997 -0.082634999999999986 0.087865000000000013 0.12336000000000001 -1.0000000180025095e-35 -0.11372999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 9 8 -6 -1 13 10 11 15 -12 -5 -9 20 17 -11 19 -19 -3 -20 -17 -10 -8 -18
right_child=2 4 -4 5 6 -7 24 14 23 16 12 -13 -14 -15 -16 22 25 18 21 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0011272723658969995 0.00044325814528519791 0.0015533569401422914 7.0723344619274734e-05 0.00071631064301944905 0.00082140342531738684 0.00048653189936247941 0.0012878370243592742 0.00079573642481482211 0.0014349011136020814 0.0010981568501486978 0.00097871195196584377 0.0019565938017510123 0.0014879374542639339 0.001166884324250821 0.0004029091064598634 0.001547595547890984 0.0016611450857777392 0.0013817144129590142 0.001605891577631469 0.0010889398785542709 0.001843126523303081 0.001392018094370142 0.0014272620203755525 0.0011535720007724017 0.0015804622473151652 0.0014844634377355111
leaf_weight=65 100 69 69 67 88 54 71 56 74 52 53 55 103 61 87 660 52 179 91 73 70 209 282 61 54 87
leaf_count=65 100 69 69 67 88 54 71 56 74 52 53 55 103 61 87 660 52 179 91 73 70 209 282 61 54 87
internal_value=0 0.00138924 0.000764225 0.000878892 0.00144973 0.00101621 0.00116965 0.000735373 0.00112483 0.00147903 0.00152713 0.00155621 0.00131516 0.000931312 0.00055699 0.00153581 0.00139533 0.00135949 0.00138405 0.00129704 0.00169954 0.00145701 0.00151161 0.00130804 0.00141453 0.00155081
internal_weight=0 2456 486 417 2248 317 213 208 263 2035 1292 1136 156 128 143 1081 743 604 552 252 139 300 942 135 125 139
internal_count=2942 2456 486 417 2248 317 213 208 263 2035 1292 1136 156 128 143 1081 743 604 552 252 139 300 942 135 125 139
is_linear=0
shrinkage=0.0032998


Tree=4716
num_leaves=18
num_cat=0
split_feature=9 42 15 43 4 42 1212 1212 2 15 43 133 2 3 1456 4 12
split_gain=0.641857 0.468941 0.371998 0.42915 0.398884 0.28679 0.39124 0.386931 0.371311 0.31969 0.401632 0.367261 0.235772 0.393609 0.271122 0.199336 0.185916
threshold=0.09011000000000001 -0.16404499999999997 -0.2987999999999999 -0.078624999999999987 0.51395000000000002 0.10254000000000001 -0.0049949999999999986 -0.088309999999999986 0.13018000000000005 0.092125000000000012 -0.036849999999999994 0.41435500000000008 0.11203000000000002 0.110335 0.088020000000000001 0.015030000000000002 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 -3 -5 6 7 16 12 10 -7 -11 14 -14 -8 -10 -4
right_child=-2 2 5 4 -6 9 8 -9 15 11 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.0065110826133460593 -0.011327556742066421 -0.014140236820978837 0.016341823745902786 0.0127328654280017 -0.005919666436016241 -0.012457289332302607 0.0069596237381528677 0.026851292903058915 0.0088735095581237659 0.016274922240438857 0.0046689417768312853 -0.0024136826995965659 0.0057457749107631068 -0.010971219360370337 -0.0030370944407970991 0.023685146147795391 0.0025828111541353858
leaf_weight=88 65 53 55 68 62 76 1803 53 52 66 79 54 119 60 80 52 57
leaf_count=88 65 53 55 68 62 76 1803 53 52 66 79 54 119 60 80 52 57
internal_value=0 0.00557483 0.00595682 -0.00136949 0.00382322 0.00647198 0.00707854 0.0149863 0.00647533 0.00132401 -0.00371685 0.00785008 0.0059791 0.000132276 0.00653396 0.0162966 0.00935551
internal_weight=0 2877 2789 183 130 2606 2331 165 2166 275 155 120 2062 179 1883 104 112
internal_count=2942 2877 2789 183 130 2606 2331 165 2166 275 155 120 2062 179 1883 104 112
is_linear=0
shrinkage=0.16829


Tree=4717
num_leaves=28
num_cat=0
split_feature=15 3 3 52 150 150 42 16 12 43 3 16 0 160 50 402 160 0 3 402 3 3 12 15 43 3 16
split_gain=21.1078 10.6211 3.3545 3.02972 1.93541 1.84655 1.64816 1.29393 1.2531 1.19813 1.18835 1.17625 1.10039 0.802295 0.75346 0.662966 0.717744 0.64374 0.6933 0.612679 0.553721 0.529013 0.4317 0.411772 0.361631 0.321869 0.250589
threshold=-0.26361999999999991 -0.041789999999999994 0.28833000000000003 -0.088779999999999984 -0.07009 0.084800000000000014 0.11466000000000001 -0.011849999999999998 0.084130000000000024 -0.078624999999999987 -0.010059999999999998 0.0015850000000000003 -0.09633499999999999 -0.014565 1.0000000180025095e-35 0.086535000000000015 -0.088509999999999991 -0.10185499999999999 0.0012800000000000001 -0.088779999999999984 -0.11211999999999998 0.10766000000000002 0.088725000000000012 0.084495000000000015 -0.011984999999999997 -0.10859999999999999 -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 2 2 2 2
left_child=9 6 3 24 -5 10 7 12 11 -1 -6 -9 13 -2 15 16 -10 -11 -19 -8 -14 -12 23 -22 -3 -15 -24
right_child=1 2 -4 4 5 -7 19 8 14 17 21 -13 20 25 -16 -17 -18 18 -20 -21 22 -23 26 -25 -26 -27 -28
leaf_value=0.00023566693907910253 0.0020017975287791724 0.0015708735271361383 0.00067862389505687567 0.00066920340565951092 0.0011227625221376652 0.00095406419713316626 0.0017152157808412976 0.0010209350972747154 0.0013877534482871386 0.0010630566802057211 0.0017902184418997326 0.0017221142117406008 0.0016274609664065987 0.0013624076100405521 0.0021077749720522761 0.0020693102117410509 0.0017403484272155011 0.00088628756792961841 0.00035090612190481361 0.0012981284478798248 0.0019228031754437082 0.001382388574584042 0.0020793224723053222 0.0021246945851853541 0.0019186368545882375 0.0016701174816786517 0.0018493523925893829
leaf_weight=62 61 52 83 56 65 97 66 52 74 56 106 53 61 61 64 57 464 54 52 95 217 53 63 238 95 102 383
leaf_count=62 61 52 83 56 65 97 66 52 74 56 106 53 61 61 64 57 464 54 52 95 217 53 63 238 95 102 383
internal_value=0 0.0016807 0.00129581 0.0013935 0.00123652 0.00133539 0.00179135 0.00181792 0.00171152 0.000626584 0.00150036 0.0013752 0.00188644 0.00167696 0.00176505 0.00172813 0.00169192 0.000775977 0.00062398 0.00146933 0.00193518 0.0016545 0.00195597 0.00202849 0.00179586 0.00155518 0.00188192
internal_weight=0 2718 607 524 377 321 2111 1950 764 224 224 105 1186 224 659 595 538 162 106 161 962 159 901 455 147 163 446
internal_count=2942 2718 607 524 377 321 2111 1950 764 224 224 105 1186 224 659 595 538 162 106 161 962 159 901 455 147 163 446
is_linear=0
shrinkage=0.0032998


Tree=4718
num_leaves=24
num_cat=0
split_feature=4 49 52 1210 52 403 0 2 2 52 0 4 4 15 4 2 0 1419 4 4 15 0 0
split_gain=0.494446 0.358666 0.298734 0.363959 0.386143 0.350102 0.336835 0.330201 0.4081 0.296361 0.287559 0.485031 0.293235 0.337551 0.284147 0.281021 0.375022 0.277417 0.374972 0.221427 0.198548 0.167144 0.152575
threshold=0.24099500000000004 0.10960000000000002 0.029970000000000007 -0.08019999999999998 0.0035300000000000006 -0.082419999999999979 -0.16423499999999996 0.084745000000000015 0.087210000000000024 -0.014944999999999998 -0.10726999999999999 0.42642000000000008 0.51367000000000018 -0.41956999999999994 -0.0090849999999999976 0.10052500000000002 -0.07385499999999999 0.082370000000000013 -0.084564999999999987 -0.049994999999999991 0.11447500000000001 -0.081094999999999987 -0.14680499999999999
decision_type=2 2 2 2 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 7 -5 -4 -9 14 11 22 13 -12 -3 16 20 18 -8 -17 21 -7 -2
right_child=10 9 5 4 -6 15 17 8 -10 -11 12 -13 -14 -15 -16 19 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.0077856959965976191 -0.0056815932536079987 -0.0037869671504851287 0.02361625754168584 0.017568331807115083 -0.008167238011764567 0.0071068024299257076 -0.00014944022056345412 -0.00047798418746018934 0.017150942208674216 -0.0099807933169578679 0.010222937506621741 0.017235674498140108 -0.012692301409970125 -0.0076015452468976077 0.011756724617011225 0.0071080401632462346 -0.0059934998595708765 0.016169160879871664 0.0069718166069851284 0.021355700386159644 -0.0016894975122065364 0.01576139778099073 0.0052013599493253102
leaf_weight=56 80 66 82 75 52 345 272 60 97 63 56 60 76 65 67 59 67 71 903 66 59 78 67
leaf_count=56 80 66 82 75 52 345 272 60 97 63 56 60 76 65 67 59 67 71 903 66 59 78 67
internal_value=0 0.00644245 0.00702125 0.00549898 0.00604213 0.0094019 0.00660283 0.0149435 0.0104023 -0.000464435 9.91998e-05 0.0044836 -0.00449863 0.000632954 0.00402981 0.00743418 0.00578906 0.00594134 0.00532179 0.0146452 0.00743061 0.00870693 -0.000709114
internal_weight=0 2538 2342 1429 1373 913 1321 239 157 196 404 207 197 121 133 674 549 1246 1175 125 482 423 147
internal_count=2942 2538 2342 1429 1373 913 1321 239 157 196 404 207 197 121 133 674 549 1246 1175 125 482 423 147
is_linear=0
shrinkage=0.16829


Tree=4719
num_leaves=33
num_cat=0
split_feature=1 52 1 52 1 2 2 13 2 13 2 40 13 48 156 2 48 2 48 1 50 13 1212 13 1212 52 1212 2 2 13 474 13
split_gain=26.6133 5.11715 2.83689 2.17156 1.58621 1.47315 2.98678 1.16292 1.09989 0.695299 0.892689 0.499578 0.616723 0.451526 0.54404 0.492125 0.391667 0.365568 0.346698 0.372543 0.435694 0.323348 0.313855 0.286307 0.264772 0.193082 0.392078 0.194323 0.146817 0.110243 0.107904 0.105175
threshold=0.10398500000000001 -0.41694999999999993 0.14787500000000001 0.19121000000000002 0.090485000000000024 1.0000000180025095e-35 -1.0000000180025095e-35 -0.086554999999999979 0.10745500000000001 -1.0000000180025095e-35 0.123795 -0.061244999999999994 -0.38538999999999995 0.08956500000000002 0.087205000000000019 0.088005000000000014 0.094535000000000022 0.086755000000000013 0.08035500000000001 0.10016000000000001 0.08956500000000002 -0.037164999999999997 0.090175000000000019 0.022635000000000006 0.08184000000000001 -1.0000000180025095e-35 0.08184000000000001 0.092725000000000016 0.091525000000000009 -0.052719999999999996 0.084330000000000002 -0.06724999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 8 6 21 -6 13 11 -11 -7 -13 14 15 22 -15 -16 19 20 29 -3 24 31 -1 27 -27 -17 -18 -9 -19 -10
right_child=1 2 -4 -5 7 9 -8 18 23 10 -12 12 -14 16 17 25 28 30 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 -32 -33
leaf_value=0.0015371671827283445 0.0014662291275972924 0.0006628364510399301 -6.7840580640861104e-05 0.001230874206990849 0.00074250791595458561 0.00053985061319984521 0.0014261881923544365 0.0012204289927877372 0.0013526241822862542 0.00032542359384464607 0.00087834781092310983 0.00036210590773959404 -0.00010064912498896473 0.0010431033815365709 0.001051840879028296 0.0014123857111775864 0.0015118036871443886 0.0012888147789263658 0.0010456941874064144 0.0015612644199347299 0.0014280723746860598 0.00029976510468529755 0.0013391079528346612 0.00098035209361555767 0.0017508514405180748 0.0013218968440506409 0.0016144020527872587 0.0016362432391024684 0.0012705626598451699 0.0010103169090752192 0.001487252965413058 0.0011769661888545134
leaf_weight=574 70 52 77 55 58 53 54 56 74 67 61 71 56 55 53 118 55 70 71 52 83 56 80 56 74 341 60 71 62 60 60 87
leaf_count=574 70 52 77 55 58 53 54 56 74 67 61 71 56 55 53 118 55 70 71 52 83 56 80 56 74 341 60 71 62 60 60 87
internal_value=0 0.000621515 0.000523234 0.000609992 0.00136921 0.000537261 0.000792216 0.00117412 0.00140842 0.000403046 0.000589202 0.000270474 0.000157779 0.00143718 0.0014557 0.00147929 0.00127538 0.00128563 0.00125175 0.0013099 0.00124404 0.000474903 0.00153722 0.00118645 0.00156162 0.00140775 0.00136575 0.00149667 0.00138427 0.00111205 0.00138067 0.00125792
internal_weight=0 672 602 525 2270 470 162 380 1890 308 128 180 127 1673 1501 1318 172 183 322 251 199 108 728 217 648 590 401 189 117 116 130 161
internal_count=2942 672 602 525 2270 470 162 380 1890 308 128 180 127 1673 1501 1318 172 183 322 251 199 108 728 217 648 590 401 189 117 116 130 161
is_linear=0
shrinkage=0.0032998


Tree=4720
num_leaves=24
num_cat=0
split_feature=1 52 52 150 1 10 10 2 10 2 13 15 150 43 16 43 160 43 13 13 4 133 2
split_gain=23.9595 3.50976 2.2085 1.90101 3.7207 1.73504 1.26671 1.13026 2.66386 0.998817 0.793482 0.785695 0.431801 0.417996 0.536343 0.485897 0.427556 0.404111 0.38766 0.941956 0.4275 0.287431 0.193572
threshold=0.10378000000000001 -0.41694999999999993 0.12484500000000003 1.0000000180025095e-35 0.085780000000000009 -0.36237499999999995 0.057650000000000007 1.0000000180025095e-35 -0.00189 0.11183000000000003 -0.14847499999999997 -0.049344999999999993 -0.07009 -0.036849999999999994 0.25032500000000008 0.00042000000000000007 0.052555000000000011 -0.49922499999999997 -1.0000000180025095e-35 0.00029500000000000007 0.44128500000000004 0.041800000000000011 0.096080000000000013
decision_type=2 2 2 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 21 -3 7 8 -7 10 -1 -11 -12 14 17 16 -15 -14 20 -20 -9 -5 -17
right_child=1 2 -4 4 -6 6 -8 18 -10 11 12 -13 13 15 -16 22 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0019661574279647913 0.001518803963778882 0.00010093811140999978 0.0012136401026153179 0.0017930147508524749 0.00076005811762813237 0.00049111473826149216 0.00024456614525983936 0.00039922909029672975 0.0014333448355776277 0.0015398458608176606 0.0012788127412145199 0.001113121267199139 0.0018168560630326541 0.0016545466624135932 0.0012398308847969618 0.0015676754933307622 0.0019603637746548252 0.0015248195935063478 0.0010084338220768152 0.00044510515626674824 0.00076563313514792209 0.0014752889123398898 0.0013703371154216322
leaf_weight=56 70 55 91 52 101 57 54 88 77 94 57 96 57 489 69 271 57 730 84 53 58 84 72
leaf_count=56 70 55 91 52 101 57 54 88 77 94 57 96 57 489 69 271 57 730 84 53 58 84 72
internal_value=0 0.000818096 0.000738542 0.00152102 0.0012405 0.000656281 0.000721055 0.000782674 0.00103281 0.00155347 0.00157687 0.00132442 0.00156475 0.00157407 0.00152138 0.00162477 0.00168654 0.00154602 0.000664112 0.000790761 0.000545028 0.00159703 0.00152635
internal_weight=0 687 617 2285 237 526 471 417 134 2048 1858 190 1802 1745 856 889 546 787 283 137 146 136 343
internal_count=2972 687 617 2285 237 526 471 417 134 2048 1858 190 1802 1745 856 889 546 787 283 137 146 136 343
is_linear=0
shrinkage=0.0032998


Tree=4721
num_leaves=21
num_cat=0
split_feature=1 1213 0 124 4 132 3 1 157 481 3 155 13 376 1447 39 49 3 4 3
split_gain=0.638881 0.865131 0.707136 0.563842 0.528777 0.387864 0.438684 0.363921 0.359345 0.26977 0.264846 0.259827 0.243826 0.223991 0.198671 0.176108 0.273439 0.144477 0.283327 0.225273
threshold=0.080320000000000016 0.0041950000000000008 -0.14534499999999997 -0.077709999999999987 -0.17568999999999999 0.098360000000000017 -0.15963499999999997 0.090540000000000023 -0.076719999999999983 -0.08211499999999998 -0.075914999999999996 0.089630000000000015 -0.0094049999999999984 0.083705000000000016 -0.074869999999999978 0.0095750000000000019 0.12518000000000004 -0.082004999999999981 -0.084854999999999986 -0.080564999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 12 11 6 -6 10 -9 -4 -8 -5 13 -2 -11 16 17 18 -16 -19
right_child=1 -3 9 4 5 -7 7 8 -10 14 -12 -13 -14 -15 15 -17 -18 19 -20 -21
leaf_value=0.027250890997189275 -0.0068803990578487264 -0.01670790075774576 0.016930540456874862 0.022435515765850407 -0.0093411827123833866 0.018085347515146347 0.0029984063521504446 -0.0044171169010028093 0.0086564133200296069 -0.00047484440168170318 -0.0096519030466510995 0.0083948620762733552 -0.013284580559473643 0.0072048356218469851 0.011927062268609366 0.01772498008338241 -0.0035305955129427144 0.017430448514601401 0.0046843564989193995 0.0088537600710336534
leaf_weight=60 62 53 103 80 62 62 183 66 593 74 63 71 52 66 226 56 55 112 478 395
leaf_count=60 62 53 103 80 62 62 183 66 593 74 63 71 52 66 226 56 55 112 478 395
internal_value=0 0.00437806 0.00932229 0.00520111 0.00653998 0.0051727 0.00434293 0.00528239 0.00734435 0.00860347 -0.000234004 0.0158455 -0.00356591 0.000368264 0.00798779 0.00846285 0.00805173 0.00857925 0.00701198 0.010752
internal_weight=0 1413 1559 1360 1180 1029 967 905 659 1499 246 151 180 128 1396 1322 1266 1211 704 507
internal_count=2972 1413 1559 1360 1180 1029 967 905 659 1499 246 151 180 128 1396 1322 1266 1211 704 507
is_linear=0
shrinkage=0.16829


Tree=4722
num_leaves=27
num_cat=0
split_feature=4 3 13 10 48 150 39 4 4 159 14 3 14 150 4 159 48 51 4 4 160 4 156 42 13 133
split_gain=21.1114 6.60511 4.10234 2.23913 1.38721 1.37512 1.32735 1.11413 0.849454 0.755649 0.599467 0.524804 0.479844 0.702469 0.971226 0.457097 0.456842 0.997743 0.430433 0.929087 0.423443 0.377573 0.356822 0.168305 0.0510421 0.0395192
threshold=0.31392000000000003 -0.059315 -0.00027999999999999998 -0.0062549999999999993 0.091005000000000016 0.082965000000000025 0.10096000000000001 -0.0060699999999999999 0.05309500000000001 0.073745000000000019 0.073890000000000011 0.076825000000000018 -0.10523499999999998 0.081245000000000026 0.50027500000000014 0.085345000000000018 0.082425000000000012 0.022440000000000005 -0.4950449999999999 -0.10701499999999999 -1.0000000180025095e-35 0.074650000000000008 0.096875000000000003 0.086245000000000002 -0.070774999999999991 0.058050000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 7 9 12 -5 10 11 16 -4 -2 14 -14 21 18 23 -1 -20 -13 -10 -21 25 -23 -18
right_child=6 2 5 4 -6 -7 -8 -9 15 -11 -12 20 13 -15 -16 -17 17 -19 19 22 -22 24 -24 -25 -26 -27
leaf_value=0.001787137562171915 0.00083725964127973236 0.00022879630092911371 0.00114224344497588 0.0008305455624194164 0.0005927584895064551 0.0008916031397253496 6.3990729223590884e-05 0.0013806794179880488 0.0010200273468510062 0.0017853980154456494 0.001812741854710053 0.0012711909656266693 3.1182463874900847e-05 0.00077857587489320692 0.00061391881736782899 0.0015346941863403228 0.0016199965539162961 0.00094604592991998863 0.0010898338267732481 0.0015229525939102311 0.0016766320246006112 0.0014078170365226773 0.0012633565389301943 0.0013163477830642702 0.001252700931353037 0.0014773202904954195
leaf_weight=58 68 59 78 76 81 59 63 86 74 58 64 52 54 71 74 62 53 53 60 1328 64 53 62 54 55 53
leaf_count=58 68 59 78 76 81 59 63 86 74 58 64 52 54 71 74 62 53 53 60 1328 64 53 62 54 55 53
internal_value=0 0.00138084 0.00108045 0.000806219 0.000946271 0.00134662 0.000495451 0.00112281 0.00147157 0.00145302 0.00149666 0.00135346 0.000597124 0.00051489 0.000368352 0.00128792 0.00148488 0.00134031 0.00150528 0.00149398 0.00149519 0.00120366 0.0015114 0.00147069 0.00132915 0.00154899
internal_weight=0 2642 613 302 243 311 330 162 2029 252 1785 194 267 199 128 244 1721 213 1508 1450 116 182 1390 160 108 106
internal_count=2972 2642 613 302 243 311 330 162 2029 252 1785 194 267 199 128 244 1721 213 1508 1450 116 182 1390 160 108 106
is_linear=0
shrinkage=0.0032998


Tree=4723
num_leaves=20
num_cat=0
split_feature=1 52 123 39 13 133 151 12 0 151 151 0 0 2 133 1212 43 11 1
split_gain=19.6765 3.30111 2.21101 1.89255 2.64343 1.58319 1.15137 1.17706 1.04648 2.38468 0.969987 0.763384 0.69681 0.496062 0.43462 0.417215 0.537407 0.315854 0.208958
threshold=0.10540500000000001 -0.40011499999999994 1.0000000180025095e-35 0.087735000000000021 -0.27740999999999993 -0.035699999999999989 0.055120000000000009 0.11697000000000002 -0.14259999999999998 -1.0000000180025095e-35 -0.065174999999999983 -0.066574999999999981 -0.10594499999999998 0.13881000000000002 0.086885000000000004 0.12218000000000002 0.0046950000000000004 1.0000000180025095e-35 0.11644500000000001
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 -3 -6 7 8 9 -1 -7 18 -10 14 -5 16 -14 -11 -12
right_child=1 3 -4 13 5 10 -8 -9 12 17 11 -13 15 -15 -16 -17 -18 -19 -20
leaf_value=0.0011422029551099817 0.0014099706792762045 0.00026608768836211452 0.00086623825065096306 0.00066342037635873667 0.00040053697887283999 0.00065321304209322477 0.00098099797344160006 0.00098625977743706543 0.0010825983357515361 0.0017655274116666298 0.0011627767363302623 0.00086471982474486541 0.0014079589528907426 0.00011420572456326835 0.00025552351340980524 0.0016631140740413356 0.0012491744241756584 0.002129480934098035 0.0014525197644097226
leaf_weight=64 64 95 99 61 57 62 80 78 84 54 59 72 1472 67 54 61 281 54 54
leaf_count=64 64 95 99 61 57 62 80 78 84 54 59 72 1472 67 54 61 281 54 54
internal_value=0 0.000698266 0.00134974 0.000619808 0.000747078 0.000897271 0.0013712 0.00138572 0.00140076 0.00164827 0.00101176 0.00113173 0.00137831 0.0003406 0.000472193 0.00139198 0.00138253 0.00194783 0.00130155
internal_weight=0 645 2327 581 399 304 2228 2148 2070 172 247 185 1898 182 115 1814 1753 108 113
internal_count=2972 645 2327 581 399 304 2228 2148 2070 172 247 185 1898 182 115 1814 1753 108 113
is_linear=0
shrinkage=0.0032998


Tree=4724
num_leaves=29
num_cat=0
split_feature=12 12 15 49 12 12 16 0 49 15 15 0 0 0 0 51 15 12 0 16 12 12 0 16 0 0 12 16
split_gain=25.0679 6.79991 5.27605 3.49836 2.47498 2.0485 1.8711 1.82752 1.64308 1.38724 1.44304 1.04967 0.970243 0.906004 1.07131 0.740796 0.683835 0.667704 0.761553 0.486278 0.427966 0.41102 0.305474 0.298348 0.183783 0.0955327 0.124847 0.0833472
threshold=0.056995000000000011 0.13642500000000005 -0.0039399999999999991 0.082820000000000019 -1.0000000180025095e-35 0.098785000000000012 -0.14879499999999998 -0.068669999999999995 0.10852500000000001 -0.47129499999999996 -0.052239999999999988 -0.14680499999999999 -0.096109999999999987 -0.12259499999999998 -0.15029999999999996 -0.042309999999999993 0.021950000000000001 0.087215000000000015 -0.10726999999999999 -0.083144999999999983 0.084065000000000015 0.083610000000000004 0.11160500000000002 -0.0071849999999999995 -0.072039999999999979 -0.083844999999999989 0.088965000000000002 -0.082039999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 7 -4 11 -7 9 -5 -1 13 -2 17 14 -11 -8 -6 -13 -19 25 21 -21 -22 -9 27 26 -14 -17
right_child=1 -3 4 8 16 6 15 23 -10 10 -12 12 19 -15 -16 24 -18 18 -20 20 22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00059192319827527842 0.0023564987488051852 0.00090441700972337664 0.0011487017730940105 0.001817157626894671 0.0017134461141826835 0.0011053198734323382 0.0015157307370760765 0.0004047907645685764 0.0011513001160596602 0.0013938349715912071 0.00064762229577617801 0.0014057740402581064 0.0021481860732164488 0.0015488349858366784 0.00073395044632421622 0.0018607749410869841 0.0021936646651872357 0.0021155892859154989 0.0015693682596427526 0.0018907067723128994 0.0018946346061095003 0.0022776835766584848 0.0021405857831858521 0.00073020507986667127 0.0017586866832207963 0.0019804384602836443 0.0019694806330767534 0.0020317611799273057
leaf_weight=66 70 76 73 72 84 52 85 73 93 56 52 56 209 76 52 66 54 58 55 53 921 74 61 54 92 100 61 78
leaf_count=66 70 76 73 72 84 52 85 73 93 56 52 56 209 76 52 66 54 58 55 53 921 74 61 54 92 100 61 78
internal_value=0 0.00187487 0.00119279 0.00103341 0.00164129 0.00191012 0.00168778 0.000876147 0.00144207 0.00101595 0.00113438 0.00195838 0.00194145 0.00127175 0.00107644 0.00178203 0.00190161 0.00170304 0.00185004 0.00196866 0.00193363 0.00211647 0.00190995 0.000543433 0.00187779 0.00207358 0.00210794 0.00195364
internal_weight=0 2167 805 594 211 2091 373 429 165 302 236 1718 1648 184 108 321 138 169 113 1479 1109 127 982 127 236 370 270 144
internal_count=2972 2167 805 594 211 2091 373 429 165 302 236 1718 1648 184 108 321 138 169 113 1479 1109 127 982 127 236 370 270 144
is_linear=0
shrinkage=0.0032998


Tree=4725
num_leaves=18
num_cat=0
split_feature=13 1 4 1210 4 1 0 13 51 1210 475 51 4 48 1213 13 4
split_gain=0.695926 0.413921 0.365998 0.302291 0.319025 0.432498 0.430179 0.281122 0.280735 0.279652 0.206578 0.304151 0.299382 0.217245 0.271737 0.250355 0.116489
threshold=-0.27740999999999993 0.11374000000000002 -0.51323499999999989 -0.08019999999999998 -0.111135 0.10667500000000001 0.0088250000000000012 -0.48634999999999995 -1.0000000180025095e-35 -0.09830499999999999 -0.082539999999999988 -0.085594999999999991 -0.0099999999999999985 0.086410000000000015 0.056625000000000002 0.0051600000000000005 -0.22295999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 9 5 8 10 -3 -5 -4 11 -6 -13 14 -12 -15 -10
right_child=2 7 3 4 6 -7 -8 -9 16 -11 13 12 -14 15 -16 -17 -18
leaf_value=0.0097464720408625815 -0.0049082226915189969 9.7752229802662927e-06 0.0085843334154631201 0.0048918173030593438 0.02402675407084567 0.029086521255897418 -0.0034444310359724888 -0.01729346845359072 0.023279667904564504 -0.0082743903545012785 0.0105086727512094 0.01706704583827974 0.001366280056623737 0.0031360192150697189 0.0039023936049740796 0.015256787307198143 0.012167455342736317
leaf_weight=53 52 54 60 91 66 52 75 52 53 52 1550 78 62 292 200 58 56
leaf_count=53 52 54 60 91 66 52 75 52 53 52 1550 78 62 292 200 58 56
internal_value=0 -0.00238098 0.00905602 0.00932121 0.0096855 0.0153899 0.00908101 -0.00846166 0.0118197 0.000741028 0.00948917 0.0145888 0.0101267 0.00898806 0.0097547 0.00514974 0.0175871
internal_weight=0 159 2797 2745 2633 252 2381 106 200 112 2306 206 140 2100 1750 350 109
internal_count=2956 159 2797 2745 2633 252 2381 106 200 112 2306 206 140 2100 1750 350 109
is_linear=0
shrinkage=0.16829


Tree=4726
num_leaves=15
num_cat=0
split_feature=10 40 14 15 1447 160 15 1209 49 16 131 160 403 4
split_gain=0.355328 0.440743 0.413407 0.311315 0.361173 0.399185 0.319932 0.316767 0.222492 0.1872 0.235415 0.187412 0.129964 0.11084
threshold=0.057650000000000007 -0.08440499999999998 -0.24168999999999999 0.089125000000000024 -0.085804999999999979 -0.52374999999999983 -0.23808999999999997 0.086895000000000014 -1.0000000180025095e-35 0.0030150000000000008 0.021890000000000003 -0.016244999999999996 0.017340000000000005 -0.081579999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 -4 -6 -7 -8 -1 10 11 -5 -13 -11
right_child=-2 2 3 9 5 6 7 -9 -10 13 -12 12 -14 -15
leaf_value=-0.01111983604771768 -0.0038205024101744169 0.018221676798461036 -0.0047200601095951106 0.019262312276414881 0.020821326001818224 -0.003688360332071163 0.0073133499487866632 -0.0039109044805628245 0.0040890683058864945 0.01129959012634508 0.021836546998317385 0.011310582256213873 0.0039598497887744647 0.0015637800711407514
leaf_weight=52 83 103 80 63 56 85 1760 74 57 54 64 242 96 87
leaf_count=52 83 103 80 63 56 85 1760 74 57 54 64 242 96 87
internal_value=0 0.00733457 0.00774869 0.00734264 0.00635201 0.00680141 0.00639134 0.00685948 -0.00315007 0.010699 0.0123307 0.010809 0.00922812 0.00530513
internal_weight=0 2873 2764 2661 2055 1975 1919 1834 109 606 465 401 338 141
internal_count=2956 2873 2764 2661 2055 1975 1919 1834 109 606 465 401 338 141
is_linear=0
shrinkage=0.16829


Tree=4727
num_leaves=30
num_cat=0
split_feature=1 3 1 12 0 1 0 123 3 49 1 133 3 4 4 15 1 1 2 151 2 3 403 15 131 0 4 11 49
split_gain=21.0264 3.23513 2.98778 2.09601 1.52116 1.23414 1.13453 1.03437 1.03227 1.03023 0.737183 1.22839 0.667911 0.646187 0.568648 0.607532 0.491838 0.459811 0.453362 0.341885 0.333425 0.326115 0.290598 0.255963 0.236994 0.204719 0.170166 0.0933968 0.0600682
threshold=0.11338500000000001 0.28833000000000003 0.09518500000000002 0.088965000000000002 -0.14259999999999998 0.13891000000000003 -0.061204999999999989 0.087855000000000016 -0.0048549999999999991 -1.0000000180025095e-35 0.081540000000000015 0.066685000000000008 -0.10859999999999999 0.41377500000000006 0.032770000000000001 -0.055184999999999991 0.14228000000000005 0.10593500000000002 1.0000000180025095e-35 -0.010684999999999998 0.086935000000000012 -0.068279999999999993 -0.097839999999999996 -0.087644999999999987 0.08567000000000001 -0.10147999999999999 -0.0090849999999999976 1.0000000180025095e-35 0.097360000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 8 9 7 14 13 23 -1 11 -8 -5 18 19 25 -3 -10 -2 20 -6 22 -21 -4 -14 -16 -22 -11 -27
right_child=1 16 3 12 6 -7 10 -9 17 27 -12 -13 24 -15 15 -17 -18 -19 -20 21 26 -23 -24 -25 -26 28 -28 -29 -30
leaf_value=0.0015356328767027049 0.0014827849558615106 0.00051500198473577183 0.00069378241611353143 0.0017981628199844569 0.0019211241882192667 0.00059204744226150211 0.0010193391539426915 0.00068423151074532948 0.0015026489666256344 0.0019791825418382369 0.0016874821541355389 0.0015681126876637974 0.001228107154141138 0.00092656325948254573 0.0017280558978493598 0.0011594908803228474 8.0588280559947827e-05 0.0010971091073461619 0.0010802702107207188 0.0015166238843927376 0.001562599152442572 0.0014081977287603504 0.0016502235445228831 0.0010106772096348912 0.0015358813658089797 0.0015511724182133107 0.0017966660854439754 0.0021833687065410338 0.0013858703591095429
leaf_weight=56 73 58 53 76 81 84 103 64 62 53 58 79 52 77 52 59 56 62 54 232 92 86 882 61 62 57 59 59 54
leaf_count=56 73 58 53 76 81 84 103 64 62 53 58 79 52 77 52 59 56 62 54 232 92 86 882 61 62 57 59 59 54
internal_value=0 0.000785495 0.00154937 0.00129805 0.00160152 0.000942009 0.00157472 0.00105157 0.00109123 0.00190346 0.00136174 0.00125774 0.00155693 0.00116664 0.00160561 0.00144878 0.000301915 0.00130016 0.00131191 0.00162989 0.0017476 0.00160711 0.00162243 0.000863658 0.0013958 0.00155327 0.00165429 0.00208706 0.00147107
internal_weight=0 466 2490 428 2062 352 1894 268 238 168 240 182 190 204 1654 222 114 124 127 1432 232 1200 1114 114 114 163 151 112 111
internal_count=2956 466 2490 428 2062 352 1894 268 238 168 240 182 190 204 1654 222 114 124 127 1432 232 1200 1114 114 114 163 151 112 111
is_linear=0
shrinkage=0.0032998


Tree=4728
num_leaves=18
num_cat=0
split_feature=3 11 3 376 42 1213 130 3 4 1212 3 4 4 50 13 3 133
split_gain=0.656813 0.320624 0.295756 0.243567 0.270138 0.255216 0.434908 0.315247 0.420688 0.238427 0.369664 0.279697 0.48707 0.332171 0.419333 0.277202 0.200905
threshold=0.28833000000000003 0.097295000000000006 0.41720500000000005 0.076485000000000011 0.087475000000000011 0.057190000000000005 0.006490000000000001 -0.080504999999999979 -0.082199999999999981 0.043065000000000006 -0.090789999999999996 -0.079939999999999983 -0.077889999999999987 0.088495000000000004 -0.078924999999999981 0.12168500000000002 -0.010024999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 9 7 8 -7 11 -11 13 -13 14 -1 -14 -12
right_child=2 -3 -4 4 -6 6 -8 -9 -10 10 16 12 15 -15 -16 -17 -18
leaf_value=0.020355612355715581 -0.011285695222755398 -0.0053605622511008442 0.0046467481017184774 -0.0048089553141167076 0.010487239653530905 0.0028863399755460826 0.015466502477973229 0.0087644672495166432 -0.017092931812447521 -0.0085950916306904712 0.013417179403909133 -0.0063290345846899257 0.0091122751222902521 0.021197895249223209 0.0076888258501631801 -0.0018525189037746006 0.0018595396008165457
leaf_weight=95 78 54 57 88 52 65 58 59 55 55 80 64 1495 101 340 68 92
leaf_count=95 78 54 57 88 52 65 58 59 55 55 80 64 1495 101 340 68 92
internal_value=0 0.00746269 -0.00454536 0.00771359 0.000859656 0.00807817 0.0027994 -0.00129499 -0.00625586 0.00860088 0.00339966 0.0091459 0.00804439 0.0124861 0.0104593 0.00863409 0.00724563
internal_weight=0 2821 135 2767 140 2627 237 179 120 2390 227 2163 1627 536 435 1563 172
internal_count=2956 2821 135 2767 140 2627 237 179 120 2390 227 2163 1627 536 435 1563 172
is_linear=0
shrinkage=0.16829


Tree=4729
num_leaves=18
num_cat=0
split_feature=15 3 39 3 0 52 0 52 3 15 0 3 15 39 0 51 403
split_gain=16.4623 8.07394 4.3805 1.88712 1.29009 1.06956 0.850384 1.5286 0.704168 0.566918 1.02537 0.862341 0.54561 0.579486 0.487021 0.423955 0.300624
threshold=-0.26361999999999991 0.28833000000000003 0.085285000000000014 0.10402500000000002 -0.024974999999999997 -0.084674999999999986 -0.014704999999999998 -0.097599999999999978 0.14029000000000003 0.079600000000000018 -0.13165999999999997 -0.10175499999999998 -0.43587999999999999 0.088485000000000008 -0.17127999999999996 -0.26677999999999996 -0.097839999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 6 5 -4 9 -8 12 11 -11 -2 13 -1 -5 -13 -12
right_child=1 -3 4 14 -6 -7 7 -9 -10 10 16 15 -14 -15 -16 -17 -18
leaf_value=0.00092092854132189031 0.0011677565547334029 0.00040119670940783194 0.0015054769145597196 0.00083846588367124885 0.0005548514425359342 0.00091134070889892997 0.0015929674276564929 0.00099822855714832778 0.00015668280169511454 0.0019472585575968121 0.0014347728009617134 0.0012778373866812371 0.00031219289268227373 0.00045010156804141908 0.0012512500335700224 0.0015088147743556369 0.0015721068452477123
leaf_weight=64 103 86 53 54 60 89 89 101 57 72 242 98 56 52 76 912 692
leaf_count=64 103 86 53 54 60 89 89 101 57 72 242 98 56 52 76 912 692
internal_value=0 0.00139677 0.00142917 0.00146787 0.000961689 0.00113334 0.00148969 0.001277 0.000475389 0.00150875 0.00156599 0.00145698 0.000580802 0.000710172 0.00108006 0.00148644 0.00153656
internal_weight=0 2727 2641 2439 202 142 2309 190 229 2119 1006 1113 172 116 130 1010 934
internal_count=2956 2727 2641 2439 202 142 2309 190 229 2119 1006 1113 172 116 130 1010 934
is_linear=0
shrinkage=0.0032998


Tree=4730
num_leaves=15
num_cat=0
split_feature=1 0 34 41 4 14 1425 16 157 160 52 42 52 16
split_gain=1.01765 0.45867 0.307559 0.339143 0.775931 0.259952 0.240305 0.326075 0.455956 0.523749 0.308464 0.269304 0.172905 0.292046
threshold=0.12000500000000001 -0.0058249999999999994 -1.0000000180025095e-35 0.084515000000000021 -0.50946499999999995 -1.0000000180025095e-35 0.082985000000000017 0.0077850000000000011 -0.08107499999999998 0.043720000000000009 -0.10848499999999998 -0.082429999999999989 -0.062309999999999997 -0.49057499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 -4 -2 7 10 -9 -10 -6 -12 -7 -14
right_child=1 -3 3 -5 6 12 -8 8 9 -11 11 -13 13 -15
leaf_value=0.017728872466719819 0.011521822369180951 -0.016029127392955266 0.026396629984249062 -0.0029720399378515123 0.01765770794900938 0.0058250542989039056 0.017997434946927484 -0.01072952970174732 0.0081727587939763747 -0.0068368658064805951 0.012177420813470933 0.0067220772212529933 0.0041211212318808116 -0.010571219449190235
leaf_weight=88 52 55 63 83 93 62 60 58 332 82 313 1443 64 95
leaf_count=88 52 55 63 83 93 62 60 58 332 82 313 1443 64 95
internal_value=0 -0.00200681 0.00793337 0.00759154 0.00795102 0.000811614 0.00746221 0.00718909 0.0032348 0.0051955 0.00819754 0.00769549 -0.00170031 -0.00464602
internal_weight=0 328 2615 2527 2444 273 2381 2321 472 414 1849 1756 221 159
internal_count=2943 328 2615 2527 2444 273 2381 2321 472 414 1849 1756 221 159
is_linear=0
shrinkage=0.16829


Tree=4731
num_leaves=30
num_cat=0
split_feature=1 2 12 2 2 4 4 2 1 2 49 12 14 12 13 52 160 131 4 43 13 3 3 402 4 4 131 12 13
split_gain=45.3523 10.2704 7.71515 2.94565 2.47206 1.7341 1.5256 1.33458 1.20464 1.11729 1.10846 1.09655 0.862093 0.778894 0.702299 0.599468 0.566999 0.473459 0.467293 0.620164 0.447071 0.40911 0.40689 0.268767 0.200138 0.402259 0.158052 0.317844 0.0421022
threshold=0.10404000000000001 0.13084500000000002 0.085075000000000026 0.10060500000000001 0.17553000000000005 0.24814500000000003 0.046185000000000004 -1.0000000180025095e-35 0.090650000000000022 0.10859000000000001 -0.046739999999999997 0.088395000000000015 0.073890000000000011 0.11619500000000001 -0.085414999999999991 0.0035300000000000006 -1.0000000180025095e-35 0.090175000000000019 -0.37626499999999991 -0.0035149999999999995 -0.086304999999999979 -0.004069999999999999 0.10856000000000002 -1.0000000180025095e-35 0.058025000000000007 -0.043174999999999991 0.090920000000000015 0.095110000000000014 -0.032959999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 6 16 17 8 -2 12 -9 -5 -10 14 21 20 28 -3 -4 -16 -20 23 24 -11 -1 25 -12 27 -13 -8
right_child=1 4 5 10 -6 -7 15 9 11 22 13 26 -14 -15 18 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.002535050784475381 0.0007664718320819331 0.0010401949476033028 0.002302967909704092 0.001434368303299485 -3.1456616120430228e-06 0.0014214827188999582 0.0018033433618355559 0.0016042632088573816 0.0016946002283520717 0.00083921343522877056 0.0019749735594954423 0.0018918002010513647 0.0025977809416827414 0.0015969139905258659 0.0024828309665476537 0.0021672817551117583 0.0005947708723410773 0.0019070183353614135 0.0022240026540556908 0.0020304178294619905 0.0026475522365275871 0.0017650209999761357 0.0012328108095950284 0.0022671474955353248 0.0019150781630906516 0.0022896566385768972 0.0023064984926725227 0.0022433374031491228 0.001653952476037338
leaf_weight=52 102 54 76 53 66 53 52 61 83 54 92 53 77 59 58 52 75 61 701 250 53 60 63 250 68 91 57 65 52
leaf_count=52 102 54 76 53 66 53 52 61 83 54 92 53 77 59 58 52 75 61 701 250 53 60 63 250 68 91 57 65 52
internal_value=0 0.00115268 0.00141687 0.00213229 0.000515747 0.00193033 0.00218908 0.00106832 0.00221786 0.0012411 0.00188321 0.00200895 0.00225524 0.00194741 0.00223588 0.00187531 0.000781501 0.00212693 0.00219099 0.00217315 0.00236338 0.00201379 0.00105145 0.00231339 0.00207312 0.00213165 0.00215785 0.00208574 0.00172899
internal_weight=0 665 470 2278 195 190 1855 280 1699 178 423 258 1441 370 1364 156 129 137 1009 951 355 311 117 302 251 183 175 118 104
internal_count=2943 665 470 2278 195 190 1855 280 1699 178 423 258 1441 370 1364 156 129 137 1009 951 355 311 117 302 251 183 175 118 104
is_linear=0
shrinkage=0.0032998


Tree=4732
num_leaves=24
num_cat=0
split_feature=4 39 3 42 10 13 14 16 13 4 4 16 12 12 3 51 160 3 16 16 1446 12 16
split_gain=19.1812 7.40447 5.86357 2.25123 2.208 1.50164 1.03816 1.14613 0.827626 0.790086 0.775403 0.876926 0.963972 0.678265 0.565704 0.56135 1.01412 0.471579 0.394229 0.341396 0.326354 0.318696 0.16834
threshold=0.31392000000000003 0.08252000000000001 0.28833000000000003 -1.0000000180025095e-35 -0.014199999999999999 -0.083849999999999994 -0.45687499999999998 -0.53117499999999984 -0.016029999999999996 0.05309500000000001 -0.49269499999999994 0.0077850000000000011 0.085205000000000017 0.083785000000000012 -0.087284999999999988 0.080840000000000009 0.083295000000000022 -0.082784999999999984 -0.43491999999999992 -0.43491999999999992 0.08517000000000001 0.095920000000000019 0.52477000000000007
decision_type=2 2 2 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 -2 9 -6 -8 -5 13 22 15 -13 -1 -15 17 -17 -12 -11 -9 -16 -14 -7
right_child=4 3 -4 8 6 10 7 19 -10 18 11 12 21 14 20 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0019879813793933008 -2.3024824672405229e-05 0.0014260625868251706 0.00051725778087736811 0.00089941487931421158 0.0011023895228589426 0.001869834823604832 0.00090582027820834883 0.00055816508840087799 0.00041584854604320427 0.0016105268405896939 0.0016058843099065825 0.00090516344270498178 0.0014843058429076731 0.0013490143143873835 0.0016675283858145653 0.0014904210694742473 0.00095582718747696692 0.0014594766788660638 0.001203370116673864 0.00020973477556095451 0.0019288253021714948 0.001283310653571718 0.0016064508319379529
leaf_weight=86 52 56 64 76 60 59 85 72 79 52 525 52 185 55 338 140 54 458 54 54 64 169 54
leaf_count=86 52 56 64 76 60 59 85 72 79 52 525 52 185 55 338 140 54 458 54 54 64 169 54
internal_value=0 0.0014516 0.00150353 0.000858472 0.000599148 0.00153044 0.000718662 0.000609378 0.000653179 0.00166585 0.0014786 0.00145961 0.00132664 0.00171701 0.00166594 0.00150545 0.0013418 0.00153771 0.00140344 0.000409117 0.00170922 0.00138845 0.00174428
internal_weight=0 2620 2409 211 323 2345 271 211 155 649 1696 1583 406 543 457 1177 194 983 106 126 402 354 113
internal_count=2943 2620 2409 211 323 2345 271 211 155 649 1696 1583 406 543 457 1177 194 983 106 126 402 354 113
is_linear=0
shrinkage=0.0032998


Tree=4733
num_leaves=30
num_cat=0
split_feature=1 1 12 1 150 47 12 52 41 160 1 1 47 43 0 13 42 159 42 159 1447 15 13 403 12 13 43 43 52
split_gain=34.4889 5.43996 4.73689 2.08062 1.66562 1.2865 1.17373 0.806507 0.689327 0.614414 0.572488 0.799126 0.555314 0.759452 0.574077 0.505978 0.476982 0.446225 0.434871 0.414366 0.542034 0.392038 0.646609 0.311246 0.402135 0.425835 0.383019 0.276235 0.196915
threshold=0.10378000000000001 0.13130500000000003 0.087255000000000013 0.090650000000000022 1.0000000180025095e-35 0.091210000000000013 0.092605000000000007 -0.22118499999999996 0.075585000000000013 -0.065814999999999999 0.10801000000000001 0.11359000000000001 0.077735000000000012 -0.075124999999999983 -0.13409999999999997 -0.085349999999999995 -0.10324499999999999 -0.073089999999999988 0.088685000000000014 0.091005000000000016 -0.086059999999999984 0.09295500000000001 -0.011154999999999998 -1.0000000180025095e-35 0.098455000000000015 -0.057284999999999996 -0.071734999999999979 0.094900000000000012 0.089255000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 6 17 15 8 -4 12 -2 -11 -12 14 -14 -1 -3 -8 -5 -9 20 -16 22 -19 28 26 -26 -25 -27 -18
right_child=1 5 7 4 -6 -7 16 18 -10 10 11 -13 13 -15 19 -17 23 21 -20 -21 -22 -23 -24 24 25 27 -28 -29 -30
leaf_value=0.0015979234101341942 0.0011593272818998998 0.00021365677797530909 0.0018832936213665856 0.0019754224061782682 0.0011718901391937499 0.00099759329307759406 0.0020133549112877685 0.0016291428036502541 0.0021752034029822007 0.00050281247975241601 0.0012035014678963346 0.00070163669789234022 0.0018516495447171368 0.0023972128749988834 0.0021562422932925808 0.00056870491283538352 0.0016629637581629811 0.001244799169004682 0.0012221999367524323 0.0020799088952418669 0.0018364706737921815 0.0018111216023295 0.0016978162716544947 0.0015318206580548699 0.001748804943528106 0.0012229063460594315 0.0018947776281285677 0.0015594391065188111 0.0019104641022933907
leaf_weight=88 68 81 63 53 85 52 52 56 93 54 58 87 62 52 63 96 67 55 61 103 929 90 95 55 52 58 80 52 83
leaf_count=88 68 81 63 53 85 52 52 56 93 54 58 87 62 52 63 96 67 55 61 103 929 90 95 55 52 58 80 52 83
internal_value=0 0.000954673 0.00116661 0.00180403 0.00157991 0.000540817 0.00184886 0.00158058 0.00189837 0.000887406 0.000794311 0.000902626 0.00187849 0.00210081 0.00185704 0.000406424 0.00171086 0.00169816 0.00141728 0.00187783 0.00185681 0.00163678 0.00153194 0.00167559 0.00161256 0.00150017 0.00174717 0.00138231 0.00180015
internal_weight=0 676 447 2267 378 229 1889 180 1390 267 199 145 1297 114 1183 177 499 293 117 1095 992 240 150 447 297 162 135 110 150
internal_count=2943 676 447 2267 378 229 1889 180 1390 267 199 145 1297 114 1183 177 499 293 117 1095 992 240 150 447 297 162 135 110 150
is_linear=0
shrinkage=0.0032998


Tree=4734
num_leaves=15
num_cat=0
split_feature=1 2 1456 13 13 4 1 12 2 15 9 41 43 3
split_gain=1.13572 0.335109 0.260229 0.237686 0.260574 0.520371 0.339339 0.377404 0.218772 0.20884 0.204434 0.36248 0.691689 0.346229
threshold=0.12000500000000001 0.13554000000000002 0.095635000000000012 0.26379000000000002 0.044405000000000007 -0.42305999999999994 0.076160000000000019 0.098085000000000019 -1.0000000180025095e-35 -0.38214499999999996 0.084755000000000011 0.082980000000000012 -0.14724999999999996 -0.099169999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 10 -6 7 -7 -2 -3 11 12 -1 -14
right_child=1 9 -4 -5 5 6 -8 -9 -10 -11 -12 -13 13 -15
leaf_value=0.029264669478563227 -0.0016746340903442546 0.0015796697477208387 0.00063016314210571239 0.020623097035507812 0.019722044759050136 0.014904894556460319 -0.0064937681029777917 -0.0027951064364371077 0.010115822548868796 -0.011240229839271216 0.020932892543872789 -0.00023561509157608141 -0.0014957408129466945 0.011156953023651816
leaf_weight=59 80 61 74 68 59 77 84 61 100 87 59 80 63 1931
leaf_count=59 80 61 74 68 59 77 84 61 100 87 59 80 63 1931
internal_value=0 -6.50011e-06 0.0104935 0.0107801 0.0105087 0.00567083 0.0019284 0.00706796 0.00486564 -0.00594421 0.011128 0.010856 0.0112891 0.0107563
internal_weight=0 328 2615 2541 2473 281 222 138 180 148 2192 2133 2053 1994
internal_count=2943 328 2615 2541 2473 281 222 138 180 148 2192 2133 2053 1994
is_linear=0
shrinkage=0.16829


Tree=4735
num_leaves=18
num_cat=0
split_feature=97 8 3 13 457 157 49 50 49 13 158 159 43 1 3 13 16
split_gain=0.567506 0.508967 0.442284 0.701605 0.352668 0.33641 0.331377 0.381837 0.373975 0.340587 0.324281 0.209423 0.387201 0.161327 0.244335 0.176876 0.0701798
threshold=-0.081789999999999988 0.08573500000000002 -0.049204999999999992 0.10621000000000001 -0.0034949999999999994 -0.078734999999999986 0.13281000000000001 0.089430000000000023 0.10960000000000002 -0.10667999999999998 0.11651000000000002 0.10444500000000002 0.061295000000000009 0.089895000000000017 -0.084699999999999984 -0.049204999999999992 -0.08594499999999998
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 -2 -11 12 -7 14 -9 -15 -16
right_child=1 -3 3 -5 5 11 -8 13 -10 10 -12 -13 -14 15 16 -17 -18
leaf_value=-0.0095747739672084262 -0.0021683533566379224 0.024197967816126157 -0.0064426791149834106 -0.014039407496293373 -0.0059439579098266304 0.0074901375176957326 0.021730274008957873 0.017269768574283927 -0.0043431808167768158 0.0082198617753105538 0.021289376409595599 -0.00074357894908100178 0.021294344349630213 0.022712935376386856 0.011003059450683231 0.0108181784287709 0.0035078342968712429
leaf_weight=52 86 55 61 55 52 417 57 99 71 1474 56 65 67 87 59 61 91
leaf_count=52 86 55 61 55 52 417 57 99 71 1474 56 65 67 87 59 61 91
internal_value=0 0.00814682 0.0078373 0.00421496 0.00573428 0.0069732 0.00904955 0.00870185 0.00759433 0.00811993 0.0086994 0.00819996 0.00940476 0.0134036 0.0107699 0.0178225 0.00646793
internal_weight=0 2913 2858 717 662 601 2141 2084 1687 1616 1530 549 484 397 249 148 150
internal_count=2965 2913 2858 717 662 601 2141 2084 1687 1616 1530 549 484 397 249 148 150
is_linear=0
shrinkage=0.16829


Tree=4736
num_leaves=20
num_cat=0
split_feature=40 49 484 51 12 474 4 402 12 1213 51 39 1212 16 43 43 12 403 403
split_gain=0.595022 0.540759 0.46434 0.493569 0.414944 0.293675 0.318714 0.313427 0.43646 0.288084 0.319722 0.447219 0.269834 0.254345 0.172051 0.282143 0.12777 0.123412 0.134497
threshold=-0.08440499999999998 -0.015164999999999998 0.062285000000000007 -0.078689999999999982 0.083985000000000018 0.023345000000000001 -0.014854999999999998 -1.0000000180025095e-35 0.08598500000000002 0.030480000000000004 -0.40775499999999992 0.098380000000000009 0.039445000000000008 0.25032500000000008 -0.083209999999999992 -0.010629999999999999 0.087325000000000014 -0.063554999999999987 -0.43491999999999992
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 7 -7 8 -2 10 -9 13 -11 -12 -5 -16 -8 18 -10
right_child=2 -3 3 14 -6 6 16 9 17 12 11 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.016754451989134167 0.024851464412850213 0.0055858805659168911 -0.014419479997660668 0.01420023691518044 0.0034265025986750233 0.021006839051370494 0.012650481564638596 0.015969736537199224 0.0070122083910991407 0.0075092465970640673 0.0065634692309975819 -0.0084172310875394209 0.021264310430236428 -0.00021017088781073246 -0.0042308234786726587 0.010168471670893965 0.0016593319188845526 0.0039986099024100531 0.015833786627950441
leaf_weight=58 61 65 79 60 69 96 72 83 97 101 1416 65 68 176 71 84 52 91 101
leaf_count=58 61 65 79 60 69 96 72 83 97 101 1416 65 68 176 71 84 52 91 101
internal_value=0 -0.00493398 0.00701333 0.00138586 -0.00608725 0.00783663 0.0137153 0.00726332 0.0118989 0.0064125 0.00576635 0.00525418 0.0130545 0.0058135 0.0065385 0.00356107 0.00805578 0.0091587 0.0115212
internal_weight=0 123 2842 363 148 2479 220 2259 350 1909 1740 1657 169 1592 215 155 124 289 198
internal_count=2965 123 2842 363 148 2479 220 2259 350 1909 1740 1657 169 1592 215 155 124 289 198
is_linear=0
shrinkage=0.16829


Tree=4737
num_leaves=25
num_cat=0
split_feature=4 12 2 2 2 2 51 39 4 11 15 16 2 43 52 4 4 2 13 43 1446 1213 16 49
split_gain=14.0351 6.37473 2.63833 1.99373 1.77621 1.63314 1.1908 1.1187 0.776234 0.734917 1.23648 0.674246 0.650859 0.932098 0.584703 0.548706 1.03838 0.498886 0.449678 0.388046 0.376376 0.281426 0.280739 0.192678
threshold=0.31392000000000003 0.056995000000000011 0.13154000000000002 0.10859000000000001 -0.0098549999999999974 0.14019000000000004 -0.09193999999999998 0.08955500000000001 0.05309500000000001 1.0000000180025095e-35 0.043560000000000008 -0.10750499999999999 0.097180000000000016 -0.064179999999999987 -0.064364999999999992 0.043640000000000005 -0.031159999999999997 0.10488500000000002 -0.044684999999999996 -0.03898999999999999 0.037915000000000011 -0.086379999999999985 -0.53242499999999993 0.087485000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 -1 7 -6 22 9 12 17 23 19 -14 -5 16 -8 -11 -15 20 -3 -21 -2 -10
right_child=5 2 -4 14 6 -7 15 -9 11 10 -12 -13 13 18 -16 -17 -18 -19 -20 21 -22 -23 -24 -25
leaf_value=0.0010552296827112295 0.0013765605432742658 0.0017242298186673872 0.0010371046785617444 0.00086499405429793822 0.0019449961328383868 0.00052422662097768012 0.0017145114167132819 0.00070602904845450478 0.0016339887196611432 0.001570047973931906 0.0024241975770646169 0.0013796058886337103 0.0018640527594797022 0.0011947907140324077 0.0012532129351821265 0.0017688711574440576 0.0011675940950602222 0.0020302642492971757 0.0016198850635671289 0.0017342115442045372 0.0019561312951739897 0.0018990241544106997 0.0010966932839111081 0.0018846394507198939
leaf_weight=82 70 727 55 87 82 81 62 66 86 52 53 97 80 59 84 53 99 53 52 155 88 488 94 60
leaf_count=82 70 727 55 87 82 81 62 66 86 52 53 97 80 59 84 53 99 53 52 155 88 488 94 60
internal_value=0 0.00166922 0.00175187 0.00135227 0.00148625 0.000928021 0.00160553 0.00107007 0.00177103 0.00179473 0.00201139 0.00159462 0.00177395 0.00159121 0.0010559 0.00147529 0.00137843 0.00180268 0.00139425 0.00179786 0.00174931 0.00185935 0.00121636 0.00173724
internal_weight=0 2654 2105 549 378 311 296 230 2050 1807 158 243 1649 191 171 214 161 105 111 1458 815 643 164 146
internal_count=2965 2654 2105 549 378 311 296 230 2050 1807 158 243 1649 191 171 214 161 105 111 1458 815 643 164 146
is_linear=0
shrinkage=0.0032998


Tree=4738
num_leaves=27
num_cat=0
split_feature=1 2 52 2 2 2 2 2 447 52 52 52 1 484 1429 41 52 158 51 1 2 51 1456 133 42 1
split_gain=26.1227 6.82621 4.10692 3.45696 2.28451 3.90034 1.74022 0.944139 0.888751 0.805162 0.791017 0.702374 0.683652 0.325117 0.4697 0.3712 0.448697 0.656935 0.311694 0.331045 0.2864 0.27327 0.18035 0.164099 0.342986 0.0804298
threshold=0.10442000000000001 0.25063000000000007 -0.40011499999999994 0.098655000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 -0.069044999999999981 0.12623500000000001 0.085135000000000016 0.23878000000000002 -0.53473999999999988 -0.080219999999999986 0.084470000000000003 -0.084954999999999989 0.084845000000000018 0.078150000000000011 0.11330000000000001 0.086205000000000018 0.089685000000000001 0.12019000000000001 0.090485000000000024 -0.013119999999999998 0.050305000000000009 -1.0000000180025095e-35 0.081605000000000025 0.11230000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 5 6 -4 9 13 10 -5 -6 23 21 15 16 17 -15 19 25 -18 -1 -23 -12 -25 -13
right_child=1 -3 4 7 11 -7 -8 -9 -10 -11 12 18 -14 14 -16 -17 20 -19 -20 -21 -22 22 -24 24 -26 -27
leaf_value=0.0020022477435657667 0.001650280795153246 -0.00023125931044413968 0.0011399443675183842 0.0016995629474484649 0.0003449738496336469 0.0016245135753171814 0.00036518254254446327 0.00093400818537100138 0.0012415014065628887 0.0017515815995905115 0.0014666915904963109 0.00089273814696637561 0.00094960677748514688 0.0016558283544320896 0.0014155327539704722 0.0019012434671355181 0.0014051563003242193 0.0019479353355516084 0.00095713869092014657 0.00052666693815942522 0.0016563160061827497 0.0018276998668692013 0.0015648090991462176 0.0010744593833805583 0.001415224733511658 0.00070777010563410024
leaf_weight=54 80 58 60 52 60 92 67 58 56 57 78 55 63 1156 89 71 122 92 58 87 88 70 53 57 78 54
leaf_count=54 80 58 60 52 60 92 67 58 56 57 78 55 63 1156 89 71 122 92 58 87 88 70 53 57 78 54
internal_value=0 0.000850265 0.000952653 0.0015906 0.000847877 0.0011068 0.000731489 0.00132835 0.00165334 0.00138767 0.00132432 0.000667177 0.00125349 0.00166617 0.00165122 0.00166492 0.00165339 0.00167739 0.000743149 0.000679646 0.00151057 0.00180263 0.00171471 0.00134321 0.00127161 0.000801426
internal_weight=0 671 613 2294 533 219 127 443 1851 385 328 314 276 1795 1618 1529 1458 1248 254 196 210 177 123 213 135 109
internal_count=2965 671 613 2294 533 219 127 443 1851 385 328 314 276 1795 1618 1529 1458 1248 254 196 210 177 123 213 135 109
is_linear=0
shrinkage=0.0032998


Tree=4739
num_leaves=19
num_cat=0
split_feature=2 123 2 1 447 0 1 15 15 151 15 159 4 13 124 13 4 1
split_gain=0.634686 0.410453 0.319984 0.561862 0.292102 0.439038 0.750123 0.488447 0.836007 0.410243 0.327987 0.2803 0.31538 0.273077 0.258216 0.213597 0.127066 0.232702
threshold=0.25063000000000007 0.080635000000000012 -0.021469999999999996 0.10721500000000002 0.087910000000000016 -0.10114999999999998 0.095640000000000017 0.083185000000000023 -0.12776499999999999 0.0035100000000000005 -0.082809999999999981 0.090550000000000005 -0.10023999999999998 -0.073724999999999985 -0.086944999999999981 -0.0015099999999999998 0.41248000000000007 0.10296000000000001
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 -4 11 15 12 -7 -13 -3 -8 17 -16
right_child=-2 14 4 -5 -6 9 10 -9 -10 -11 -12 13 -14 -15 16 -17 -18 -19
leaf_value=0.0057441550417204083 -0.0095740936572158066 -0.0085647038146667662 0.022259575147002771 0.029217989371645745 0.018981352315491994 0.0013346902273994254 -0.0058564999603111069 0.022608359945053252 -0.0019582145997617804 0.020893108170669306 -0.015574314187432235 0.0082140999606909963 0.0086205003594465347 0.020984110985202798 0.0086349366502513313 0.0075889917653918408 0.0098386290884216378 -0.0072831934102291131
leaf_weight=59 59 57 57 57 70 189 81 59 138 79 56 95 1579 96 52 57 73 52
leaf_count=59 59 57 57 57 70 189 81 59 138 79 56 95 1579 96 52 57 73 52
internal_value=0 0.00804329 0.00863529 0.0172942 0.00824161 0.00793848 0.00316226 0.0091829 0.00511162 0.00898753 -0.00471116 0.0085065 0.00784266 0.0146419 0.00127575 -0.000289908 0.00445486 0.000658597
internal_weight=0 2906 2672 116 2556 2486 448 254 195 2038 194 1959 1768 191 234 138 177 104
internal_count=2965 2906 2672 116 2556 2486 448 254 195 2038 194 1959 1768 191 234 138 177 104
is_linear=0
shrinkage=0.16829


Tree=4740
num_leaves=28
num_cat=0
split_feature=1 52 1 14 2 2 124 12 1 52 457 12 14 49 1 1 52 0 1446 1 4 2 1209 1 0 12 4
split_gain=34.5539 4.96406 3.74035 3.55391 3.22412 2.71483 2.99308 2.3812 2.32981 1.73439 1.40143 1.15156 1.10567 1.56493 0.82676 0.778688 0.770054 0.715447 0.680056 0.564825 0.442923 0.428755 0.305941 0.234365 0.220744 0.157464 0.106606
threshold=0.10398500000000001 -0.52575499999999986 0.14860500000000001 0.073890000000000011 0.12336000000000001 0.092250000000000013 -1.0000000180025095e-35 0.023990000000000004 0.084470000000000003 -0.092084999999999986 0.048350000000000011 0.091290000000000024 -1.0000000180025095e-35 -0.058504999999999995 0.11378500000000001 0.11277000000000001 -0.53385999999999989 -0.06952499999999999 0.083800000000000013 0.089895000000000017 0.053330000000000009 0.10615500000000001 0.083050000000000013 0.12700000000000003 -0.094299999999999981 0.084805000000000005 0.082475000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 7 6 -3 8 24 -10 -11 18 -7 -14 -8 -15 -13 20 19 22 -18 -19 -9 -17 -1 -20 -16
right_child=1 2 -4 -5 -6 12 14 11 9 10 -12 16 13 15 26 23 17 21 25 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0019268837835045923 0.0020277930437781299 0.00079058993713893629 0.0002533470796668222 0.0025900808269365585 0.0012268112524973344 0.0012316210071595959 0.0019668490415288161 0.0020309659527943261 0.001983617408862231 0.0015399389675980486 0.00089206291386841909 0.0022750690329421054 0.0011881236794678395 0.00028195115654539602 0.0015644843424268008 0.00091296650788298174 0.0019533629877385786 0.0014908213926635573 0.0024208731813557933 0.0017653551520454632 0.0016751175452208542 0.0018597157030332517 0.0022561796679714777 0.00061179732457705303 0.002231823107085668 0.0021833122422071092 0.0013461411025335118
leaf_weight=58 57 67 64 90 71 84 52 794 55 99 58 52 75 53 53 59 438 83 53 85 75 61 75 56 52 89 53
leaf_count=58 57 67 64 90 71 84 52 794 55 99 58 52 75 53 53 59 438 83 53 85 75 61 75 56 52 89 53
internal_value=0 0.00109553 0.00100921 0.00194626 0.00191988 0.00109678 0.00137606 0.001943 0.00168089 0.00147813 0.00130082 0.00198974 0.000904512 0.000791292 0.00162411 0.000613926 0.00188552 0.00185463 0.00205713 0.00202508 0.00191275 0.00164733 0.00205044 0.000766617 0.00207136 0.00227223 0.00145565
internal_weight=0 673 616 2288 2198 552 225 2127 322 212 157 1805 327 243 158 168 709 657 1096 954 513 144 869 115 110 142 106
internal_count=2961 673 616 2288 2198 552 225 2127 322 212 157 1805 327 243 158 168 709 657 1096 954 513 144 869 115 110 142 106
is_linear=0
shrinkage=0.0032998


Tree=4741
num_leaves=18
num_cat=0
split_feature=4 457 15 14 457 52 52 475 151 4 484 15 481 52 151 124 160
split_gain=0.701108 0.656228 0.549627 0.474296 0.345913 0.277748 0.415965 0.417615 0.416201 0.397637 0.384656 0.361432 0.302838 0.293518 0.24493 0.215565 0.0626791
threshold=0.40052000000000004 0.15196500000000004 -0.38214499999999996 0.073890000000000011 0.092330000000000009 -0.015159999999999998 -0.092084999999999986 -0.083904999999999993 -0.085009999999999988 0.043640000000000005 -0.083649999999999988 -0.086819999999999994 -0.084514999999999993 0.094885000000000011 -0.075719999999999996 -0.048219999999999992 -0.077324999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 15 4 5 6 9 -8 -9 11 -7 -1 -12 -14 -4 -2 -17
right_child=2 -3 14 -5 -6 10 7 8 -10 -11 12 -13 13 -15 -16 16 -18
leaf_value=0.020607443019473797 0.014118154813297557 -0.0097713824200258426 -0.0011902036322900004 0.020865520030869094 0.022201746342888216 0.020170451994574956 -0.010764378312512155 -0.0085136192673538908 0.0077958572575788651 -0.0018041158141484175 -0.0031315444329298794 0.0086204618499870732 0.011345230818440978 0.0061943901936230717 -0.017257128882505909 -0.0025105838505374606 0.0048826272675331177
leaf_weight=89 60 52 54 97 54 97 64 56 211 81 54 364 973 465 54 53 83
leaf_count=89 60 52 54 97 54 97 64 56 211 81 54 364 973 465 54 53 83
internal_value=0 0.00893116 0.000393215 0.00930518 0.00885735 0.00856298 0.00613089 0.00143701 0.00436841 0.00903704 0.00988579 0.0109795 0.00921595 0.00968087 -0.0092403 0.00571065 0.00198824
internal_weight=0 2657 304 2605 2508 2454 865 331 267 534 1589 453 1492 1438 108 196 136
internal_count=2961 2657 304 2605 2508 2454 865 331 267 534 1589 453 1492 1438 108 196 136
is_linear=0
shrinkage=0.16829


Tree=4742
num_leaves=25
num_cat=0
split_feature=2 0 1447 4 16 0 481 0 482 151 0 0 151 156 474 16 43 0 2 4 2 16 43 48
split_gain=0.732666 0.822641 0.409207 0.422519 0.817655 0.439723 0.462958 0.402498 0.343201 0.341796 0.340265 0.518275 0.371971 0.337551 0.327228 0.199156 0.495771 0.25952 0.168783 0.201665 0.194524 0.190067 0.148757 0.0885467
threshold=0.10859000000000001 0.11737000000000002 -0.086219999999999977 -0.17568999999999999 0.25032500000000008 -0.08176499999999999 -0.087234999999999993 -0.14385499999999998 0.08610000000000001 0.025200000000000004 -0.14680499999999999 -0.12851999999999997 -1.0000000180025095e-35 0.089380000000000015 0.059400000000000008 -0.082359999999999989 -1.0000000180025095e-35 -0.053169999999999995 0.16423500000000002 0.080255000000000007 0.13501500000000002 -0.061024999999999989 -0.039649999999999998 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
left_child=2 7 -1 4 -4 6 -5 23 18 10 12 -12 -8 14 15 16 -7 -17 19 21 -21 -9 -23 -2
right_child=1 -3 3 5 -6 13 9 8 -10 -11 11 -13 -14 -15 -16 17 -18 -19 -20 20 -22 22 -24 -25
leaf_value=0.018866305874756885 -0.0086686365513624717 -0.018782948686220827 0.027798403750945083 -0.006240218839066022 0.0036277540459265442 -0.014389469041717709 0.0085860067276755832 0.0029153522951954071 -0.0068871800886921488 -0.0014777279673227042 -0.0069327752970183166 0.009990347234142426 0.025074464519783096 0.015671097535476405 -0.0081975127108587023 0.0065856414186169238 0.0075343652698345431 -0.0051225554832191851 0.016608792453314716 0.0076220463052194846 -0.0065323562193700052 0.0085106553860043923 0.020356442699561016 0.00026252968770217234
leaf_weight=95 74 52 81 55 78 53 72 80 52 75 54 965 85 63 69 492 65 60 52 54 56 73 52 54
leaf_count=95 74 52 81 55 78 53 72 80 52 75 54 965 85 63 69 492 65 60 52 54 56 73 52 54
internal_value=0 0.00143927 0.00803296 0.00757819 0.0159524 0.00694569 0.00885145 0.00336496 0.00589006 0.00951639 0.0102191 0.00909177 0.0175243 0.00384006 0.00282903 0.00396728 -0.00229756 0.00530976 0.00770536 0.00622988 0.000399836 0.00934944 0.0134529 -0.00488677
internal_weight=0 599 2362 2267 159 2108 1306 547 419 1251 1176 1019 157 802 739 670 118 552 367 315 110 205 125 128
internal_count=2961 599 2362 2267 159 2108 1306 547 419 1251 1176 1019 157 802 739 670 118 552 367 315 110 205 125 128
is_linear=0
shrinkage=0.16829


Tree=4743
num_leaves=11
num_cat=0
split_feature=1 1375 14 1447 1447 4 51 39 475 1
split_gain=0.608581 0.323812 0.337488 0.284427 0.391361 0.287493 0.256273 0.1996 0.16742 0.0970645
threshold=0.14860500000000001 -0.16449999999999998 0.056865000000000006 -0.086219999999999977 -0.084129999999999996 -0.50139499999999992 -0.034094999999999993 0.11233000000000001 0.056735000000000001 0.082295000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 8 -7 -4
right_child=-2 2 9 4 5 7 -8 -9 -10 -11
leaf_value=-0.0065012776617830222 -0.010649733839707706 0.014690181520650398 0.010352479241278471 -0.0089514439005063794 0.0063821650018707331 0.005841154697779751 0.022482493378973841 -0.0047005796727821649 -0.0035313222681209186 0.020640263578957853
leaf_weight=58 64 99 53 52 59 2360 54 54 55 53
leaf_count=58 64 99 53 52 59 2360 54 54 55 53
internal_value=0 0.00593161 0.00618624 0.00582383 0.0054899 0.00578144 0.014092 0.00540036 0.00562696 0.0155133
internal_weight=0 2897 2839 2733 2634 2582 113 2469 2415 106
internal_count=2961 2897 2839 2733 2634 2582 113 2469 2415 106
is_linear=0
shrinkage=0.16829


Tree=4744
num_leaves=21
num_cat=0
split_feature=2 1 1 147 9 16 52 12 1456 16 12 43 4 52 4 13 12 4 16 16
split_gain=0.438843 0.313486 0.307293 0.256552 0.262529 0.285898 0.322761 0.314327 0.267054 0.239679 0.511444 0.483889 0.253092 0.238193 0.387592 0.232557 0.937578 0.235685 0.209291 0.136293
threshold=0.10859000000000001 0.13891000000000003 0.12963000000000002 0.087170000000000011 0.087755000000000014 -0.5020199999999998 0.11916 0.086655000000000024 -0.085234999999999991 -0.06859999999999998 0.087605000000000002 -0.076949999999999977 0.41248000000000007 0.51348500000000008 -0.050244999999999991 0.0024700000000000004 0.085945000000000008 0.078235000000000013 -0.35377499999999995 0.39813000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 5 -1 8 -8 -7 12 -11 -12 18 14 -9 17 -17 -10 -2 -13
right_child=1 -3 -4 -5 -6 6 7 13 15 10 11 19 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.015592384001364765 0.017453527036127937 -0.0088357428250924082 0.013569330120257251 -0.0031325654053347331 0.016571590076325662 0.016244210837288043 -0.010862406270120143 -0.010851031594807495 0.004413746787540156 -0.013225381651879373 0.015450808933782211 -0.0098936726189476909 -0.0032155013025361714 0.010677133655170668 0.0055665803678691629 0.027935331157129855 0.005072631980664522 0.014721383421010001 0.0036738022839801717 0.0017530615379838632
leaf_weight=80 54 86 59 90 65 72 58 65 1381 87 56 53 68 77 109 65 234 66 75 61
leaf_count=80 54 86 59 90 65 72 58 65 1381 87 56 53 68 77 109 65 234 66 75 61
internal_value=0 0.000563101 0.00214224 0.00566661 0.00601596 0.00570426 0.00533151 0.000296969 0.00618623 0.000653262 -0.0027276 0.00263422 0.00507295 0.00288279 -0.000556111 0.00577043 0.0100488 0.00488514 0.00945599 -0.00364589
internal_weight=0 599 513 2362 2272 2207 2127 309 1818 454 257 170 197 251 174 1746 299 1447 129 114
internal_count=2961 599 513 2362 2272 2207 2127 309 1818 454 257 170 197 251 174 1746 299 1447 129 114
is_linear=0
shrinkage=0.16829


Tree=4745
num_leaves=19
num_cat=0
split_feature=1 3 1456 50 1452 133 393 43 1 151 10 42 1447 3 1 3 3 42
split_gain=0.446753 0.450674 0.415804 0.346937 0.343428 0.316168 0.337801 0.313776 0.315482 0.380786 0.3898 0.254269 0.24281 0.207337 0.229628 0.216997 0.179482 0.119041
threshold=0.088340000000000016 -0.23936999999999997 -0.070654999999999982 -0.14660499999999996 0.088450000000000015 -0.15323999999999996 1.0000000180025095e-35 0.00042000000000000007 0.14450000000000005 0.085710000000000022 -0.0091399999999999988 0.083825000000000024 -0.085709999999999995 -0.13117499999999996 0.079225000000000004 -0.10115999999999999 -0.080504999999999979 -0.059799999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 17 12 8 9 10 -5 -9 -7 -14 15 -15 -16 -1
right_child=1 2 3 7 -6 6 -8 11 -10 -11 -12 -13 13 14 16 -17 -18 -19
leaf_value=0.0042502957701998217 0.013795698294481481 0.015018641024789245 -0.013665737525091721 -0.0088813893293440069 -0.0069115887312235945 0.014575874460291868 0.016752106763507121 -0.013198903364011583 0.012708046791907382 -0.01295992241211413 0.0031190240194422661 -0.00017277307639736189 -0.002051999490170456 0.015094075030989368 0.0051082365706108168 0.0045928302723299546 0.017124254775575113 -0.0052830201880602985
leaf_weight=62 75 52 53 87 62 87 87 80 67 54 642 91 98 59 60 1063 87 92
leaf_count=62 75 52 53 87 62 87 87 80 67 54 642 91 98 59 60 1063 87 92
internal_value=0 0.00116359 0.000320601 -0.000389363 0.00537725 0.00582781 0.00655461 0.000298052 0.00162299 0.000672163 0.00168441 -0.00627738 0.00594321 0.00539249 0.00596881 0.00514664 0.012232 -0.00143327
internal_weight=0 1201 1126 1074 1757 1695 1541 1021 850 783 729 171 1454 1367 1269 1122 147 154
internal_count=2958 1201 1126 1074 1757 1695 1541 1021 850 783 729 171 1454 1367 1269 1122 147 154
is_linear=0
shrinkage=0.16829


Tree=4746
num_leaves=31
num_cat=0
split_feature=1 12 1 123 47 49 14 12 1 151 1 12 133 12 12 2 15 4 12 2 131 12 4 0 15 12 403 15 0 4
split_gain=15.8224 2.31076 1.85829 1.63019 0.999736 0.935788 1.37373 0.747098 0.808558 0.730762 0.643294 0.671497 0.633308 0.605312 0.628816 0.443991 0.435464 0.390332 0.372788 0.354863 0.322388 0.298515 0.282682 0.279324 0.287158 0.215397 0.160806 0.141714 0.113099 0.0261516
threshold=0.10398500000000001 0.085075000000000026 0.12988000000000002 1.0000000180025095e-35 0.10409500000000001 -0.0037949999999999993 -0.13131999999999996 0.091290000000000024 0.087055000000000007 -0.0068399999999999989 1.0000000180025095e-35 0.085625000000000021 0.085980000000000015 0.082165000000000016 0.08401500000000002 0.085005000000000011 -0.035654999999999992 -0.080584999999999976 0.11697000000000002 0.11152000000000002 0.081725000000000006 0.091735000000000025 0.05864500000000001 -0.081294999999999992 -0.025879999999999997 0.108115 -0.071919999999999984 -0.0088349999999999974 -0.070134999999999989 -0.0083549999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 16 7 5 19 -7 8 10 -10 13 15 -8 -1 27 -12 28 -11 21 -2 29 -9 23 24 -23 -25 -16 -15 -3 -19
right_child=1 2 -4 -5 -6 6 12 18 9 17 11 -13 -14 14 26 -17 -18 20 -20 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010291297872568059 0.0008268843115578474 0.00083442143103153285 0.00038871764359483862 0.00076777719202509817 0.00084331013732242568 0.00063293831081786156 -3.9335535721988853e-05 0.00091397608444718887 0.00081642345992552739 0.0010083566838671046 0.0018400916460785464 0.0011911998267375298 0.00040432787442192718 0.0014167268224827743 0.001338760890863796 0.0014449333009186236 0.0013021261264615639 0.0013329895974373345 0.00089328446472592229 0.0004817124162842225 0.0010866500481584158 0.0011877275766567518 0.00098155858304180754 0.0011330183216296192 0.0015004701282914552 0.001363559908158756 0.0012300014991362034 0.0016621224442231813 0.0010557985156810935 0.0014507208271926622
leaf_weight=103 61 52 58 91 72 85 103 52 70 80 56 60 53 58 225 73 60 52 65 71 57 69 73 375 63 52 504 52 54 59
leaf_count=103 61 52 58 91 72 85 103 52 70 80 56 60 53 58 225 73 60 52 65 71 57 69 73 375 63 52 504 52 54 59
internal_value=0 0.000624604 0.000898134 0.00120161 0.000486838 0.000417934 0.000295343 0.00121956 0.00126351 0.00111574 0.00130503 0.00148184 0.00011117 0.00126952 0.00129898 0.00161675 0.00107591 0.00120009 0.00113448 0.000641491 0.00129118 0.00115735 0.00117732 0.00120282 0.00133726 0.00116118 0.00126362 0.00153305 0.000947531 0.00139588
internal_weight=0 669 224 2289 445 373 241 2198 1449 318 1131 189 156 942 839 129 166 248 749 132 168 684 632 559 132 427 729 110 106 111
internal_count=2958 669 224 2289 445 373 241 2198 1449 318 1131 189 156 942 839 129 166 248 749 132 168 684 632 559 132 427 729 110 106 111
is_linear=0
shrinkage=0.0032998


Tree=4747
num_leaves=28
num_cat=0
split_feature=1 3 123 52 16 0 4 0 3 4 159 1 12 42 1 13 4 12 1 1 12 156 16 3 3 52 157
split_gain=35.3746 6.44257 2.8934 1.81495 1.53666 1.40629 2.34338 1.79533 1.58156 1.36021 0.971561 0.822622 0.766913 0.802001 0.707586 0.6339 0.54909 0.494852 0.489719 0.484954 0.431368 0.337623 0.404304 0.31266 0.374888 0.23038 0.176177
threshold=0.10398500000000001 -0.063264999999999988 1.0000000180025095e-35 0.12456500000000001 -0.092354999999999979 -0.076204999999999981 -0.4950449999999999 -0.034759999999999992 0.088880000000000015 0.27420500000000009 0.083310000000000009 0.11253000000000001 0.085325000000000012 0.085790000000000019 0.12000500000000001 -0.060719999999999989 0.052250000000000012 0.09091500000000001 0.080320000000000016 0.11215000000000001 0.10134500000000002 0.083125000000000018 -0.00083999999999999993 -0.115685 -0.092954999999999996 -0.013125 -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 2 2 2 2 2 2
left_child=2 4 5 9 -2 8 26 18 12 10 19 -6 13 21 -11 -16 23 -18 20 -3 25 22 -1 -14 -25 -8 -7
right_child=1 3 -4 -5 11 6 7 -9 -10 14 -12 -13 16 -15 15 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=0.0015100681108543819 0.0007269375389401632 0.00045634118469325404 0.00091922411705779711 0.0009350096073674751 0.0016319326311851688 0.0019519359538795751 0.0014271802695051171 0.00084171940416396802 0.0010913190570244506 0.00043941056220982421 0.00017320351309920473 0.0011079484898424133 0.0017956808752156229 0.0019732581846167827 0.00017693044034427014 -0.00027623491663409549 0.0015588404121823719 0.0011591314472195213 0.0011621212246142496 0.00087899307167251298 0.0012788211878701319 0.0018117837847982296 0.0017971198118048853 0.0013662881145762517 0.0015778891646445693 0.0016941766727615222 0.0016727308982938769
leaf_weight=229 80 52 91 61 52 53 72 88 73 61 56 90 64 95 95 52 64 74 90 70 99 91 72 106 801 75 52
leaf_count=229 80 52 91 61 52 53 72 88 73 61 56 90 64 95 95 52 64 74 90 70 99 91 72 106 801 75 52
internal_value=0 0.000634111 0.00149679 0.000405779 0.0010937 0.00152068 0.00137189 0.00126233 0.00156782 0.000322053 0.000533871 0.00130008 0.00158959 0.00169946 0.000140616 1.63874e-05 0.00154132 0.00134476 0.00137238 0.000699135 0.00144916 0.00163301 0.00157885 0.00156922 0.0015532 0.00156364 0.001814
internal_weight=0 669 2289 447 222 2198 529 424 1669 386 178 142 1596 487 208 147 1109 138 336 122 246 392 301 971 907 147 105
internal_count=2958 669 2289 447 222 2198 529 424 1669 386 178 142 1596 487 208 147 1109 138 336 122 246 392 301 971 907 147 105
is_linear=0
shrinkage=0.0032998


Tree=4748
num_leaves=20
num_cat=0
split_feature=39 44 3 52 0 2 457 16 0 159 0 12 2 4 4 0 16 42 2
split_gain=0.461946 0.446259 0.372114 0.461811 0.565547 0.444227 0.26242 0.290034 0.340444 0.340903 0.313742 0.36821 0.910358 0.295187 0.677244 0.261477 0.260053 0.200376 0.172788
threshold=0.11651500000000002 0.081710000000000019 0.10402500000000002 -0.080219999999999986 -0.19166999999999998 0.11454500000000002 0.085130000000000025 -0.094469999999999985 -0.024974999999999997 0.024100000000000003 -0.079624999999999987 0.085280000000000009 0.084095000000000017 -0.4950449999999999 -0.12685999999999997 -0.13619499999999998 -0.010034999999999999 0.090645000000000017 0.097005000000000022
decision_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 -6 7 8 9 15 11 12 -9 18 -15 -1 -8 -13 -12
right_child=-2 -3 3 4 5 -7 16 10 -10 -11 13 17 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.011264694914603598 -0.0089169879603687927 0.02066845586277298 -0.014327850023447894 -0.011682784464344783 -0.003219171447966906 0.016836439057060271 0.019655623322746386 0.024533286307116129 0.013919824880109666 0.008684619594200492 0.018177555426981039 0.0043061240102147784 0.0067852732153249233 -0.012614517469617273 0.0041359559800016512 -6.0883441908215126e-05 0.0044662186606899499 0.011806722015501649 0.0052362259540526274
leaf_weight=75 67 52 59 54 52 78 72 117 56 100 57 572 274 76 677 278 58 123 61
leaf_count=75 67 52 59 54 52 78 72 117 56 100 57 572 274 76 677 278 58 123 61
internal_value=0 0.00520836 0.00492456 -0.00136693 0.00277925 0.00880038 0.00551417 0.00512447 0.00154106 6.82352e-06 0.00605557 0.00796527 0.0121007 0.00367241 0.00244295 -0.00244639 0.0128926 0.00563615 0.0115028
internal_weight=0 2891 2839 243 184 130 2596 2466 509 453 1957 1086 391 871 753 353 130 695 118
internal_count=2958 2891 2839 243 184 130 2596 2466 509 453 1957 1086 391 871 753 353 130 695 118
is_linear=0
shrinkage=0.16829


Tree=4749
num_leaves=11
num_cat=0
split_feature=39 44 43 394 1213 42 2 160 13 4
split_gain=0.322901 0.309005 0.2459 0.223502 0.232656 0.24284 0.238478 0.556141 0.348318 0.196146
threshold=0.11829000000000002 0.081710000000000019 0.25734000000000007 0.0044650000000000011 0.11864000000000001 -0.22491999999999998 0.10523 -0.081969999999999987 0.11671500000000001 0.0015850000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 -7 -4
right_child=-2 -3 9 -5 -6 6 7 -9 -10 -11
leaf_value=0.015359205958246937 -0.0079410654246544216 0.017190166310349198 0.0031362055712131922 0.014552203743364188 0.013612321126493163 0.0040821850188408971 0.014203946381394645 -0.0014773121915547238 0.014386168945753151 -0.0086728830574152368
leaf_weight=52 62 52 86 61 73 1850 74 476 98 74
leaf_count=52 62 52 86 61 73 1850 74 476 98 74
internal_value=0 0.00432342 0.00408753 0.00446983 0.00423467 0.00396551 0.00372761 0.000629263 0.00460148 -0.00231427
internal_weight=0 2896 2844 2684 2623 2550 2498 550 1948 160
internal_count=2958 2896 2844 2684 2623 2550 2498 550 1948 160
is_linear=0
shrinkage=0.16829


Tree=4750
num_leaves=18
num_cat=0
split_feature=1 52 52 39 1 12 1 4 12 4 11 4 4 40 133 4 4
split_gain=22.7236 4.7425 3.13555 2.36465 1.87943 2.22392 1.51755 1.29313 1.04347 0.836708 1.07881 1.06987 0.717782 0.602232 0.492419 0.271562 0.139824
threshold=0.10398500000000001 -0.41694999999999993 0.12484500000000003 0.0047850000000000011 0.12700000000000003 0.088325000000000015 0.086215000000000014 0.24099500000000004 0.11697000000000002 -0.50139499999999992 1.0000000180025095e-35 -0.14994999999999997 0.074650000000000008 -0.073884999999999992 0.26473000000000008 0.27998000000000006 0.42118000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 5 12 -5 8 9 -1 11 -11 -3 -6 -13 -15 -14
right_child=1 2 -4 6 13 -7 -8 -9 -10 10 -12 14 16 15 -16 -17 -18
leaf_value=0.0022008617944163813 0.001941346883703647 0.000725534488054555 0.0015789364193397248 0.0017397519673657995 0.00039660648586703088 0.0016010705253479693 0.0010176004103300909 0.0014395935493152138 0.0015081838200996208 0.0014175767525161532 0.0022150639820231336 0.0018960580017520861 0.0012325789373730787 0.00098517036333287621 0.0017210398176210006 0.00069213574145980162 0.00099112287032784917
leaf_weight=94 72 97 99 68 55 74 60 76 80 58 100 1540 57 56 203 94 53
leaf_count=94 72 97 99 68 55 74 60 76 80 58 100 1540 57 56 203 94 53
internal_value=0 0.00114164 0.00104316 0.00183836 0.000933946 0.00110942 0.00140152 0.00186433 0.00187987 0.00189476 0.00187961 0.00186096 0.000933497 0.00069324 0.00187569 0.00080177 0.00111656
internal_weight=0 657 585 2279 486 281 128 2151 2075 1995 1901 1801 207 205 1743 150 110
internal_count=2936 657 585 2279 486 281 128 2151 2075 1995 1901 1801 207 205 1743 150 110
is_linear=0
shrinkage=0.0032998


Tree=4751
num_leaves=32
num_cat=0
split_feature=1 52 1 12 39 1 0 15 11 51 16 16 52 52 3 0 15 16 12 50 1 16 157 12 52 3 12 15 15 0 1
split_gain=22.5749 5.4534 3.73357 2.97757 1.65071 1.10838 1.08086 1.29366 1.0257 0.932319 1.73168 0.881988 2.04971 0.877945 0.909285 0.846347 0.728478 0.595282 0.564069 0.541817 0.54335 0.508946 0.486693 0.465762 0.331946 0.325623 0.316381 0.304464 0.256993 0.167305 0.0559483
threshold=0.10398500000000001 -0.41694999999999993 0.12448500000000001 0.088325000000000015 0.0047850000000000011 0.088035000000000016 -0.079249999999999987 -0.040769999999999994 1.0000000180025095e-35 0.080840000000000009 -0.28430999999999995 -0.39761999999999992 -0.046194999999999993 -0.45635499999999996 -0.115685 -0.072924999999999976 -0.080724999999999977 -0.015439999999999997 0.11619500000000001 0.081580000000000014 0.083065000000000014 -0.49353499999999995 -0.0048549999999999991 0.083785000000000012 -0.092399999999999982 -0.081914999999999988 0.084130000000000024 0.084685000000000024 0.10028500000000001 -0.090809999999999988 0.078320000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 9 6 -6 7 16 23 10 -3 21 -13 30 -15 -5 17 19 22 20 -1 -4 -16 27 -24 -19 -25 -9 -28 -21 -8
right_child=1 2 11 15 5 -7 13 8 -10 -11 -12 12 -14 14 18 -17 -18 25 -20 29 -22 -23 24 26 -26 -27 28 -29 -30 -31 -32
leaf_value=0.0015531866341424267 0.0017836982575678037 0.0010542313703267275 0.000523762057328478 0.0017712379834760217 0.0015357777611339773 0.00091668051678032308 0.0017293147296524891 0.0017904556942102223 0.002190770853267692 0.001181205151297374 0.00036393359387832964 0.00038244039815046827 0.0011901935068189854 0.0011395117595554673 0.0018712817620762966 0.001196825266461656 0.0012490810646671917 0.0016501958258285446 0.0012081997649936987 0.0018700541012928494 0.0011995628523290022 6.9796659949960383e-05 0.0012843540861591487 0.001463791827414674 0.0015688893731539493 0.0019883183552169268 0.0017472547450286216 0.0021221758202838331 0.0015260738849909848 0.0015966228169075414 0.0018960931996840455
leaf_weight=154 72 76 53 57 70 58 54 79 59 59 83 91 55 74 53 56 71 72 53 52 70 55 53 56 347 58 624 52 66 52 52
leaf_count=154 72 76 53 57 70 58 54 79 59 59 83 91 55 74 53 56 71 72 53 52 70 55 53 56 347 58 624 52 66 52 52
internal_value=0 0.000926341 0.00082076 0.00105179 0.00162075 0.00125552 0.00164247 0.00169331 0.00176732 0.000826099 0.000694109 0.000519554 0.000686972 0.00153382 0.00148302 0.00148689 0.00156231 0.00161079 0.00153319 0.00153516 0.00144284 0.000292902 0.00157113 0.00173879 0.00153128 0.00180132 0.0017065 0.0019224 0.00172615 0.00173368 0.00181146
internal_weight=0 657 585 331 2279 128 2151 1465 936 218 159 254 146 686 580 113 529 458 506 328 224 108 453 877 400 130 746 131 690 104 106
internal_count=2936 657 585 331 2279 128 2151 1465 936 218 159 254 146 686 580 113 529 458 506 328 224 108 453 877 400 130 746 131 690 104 106
is_linear=0
shrinkage=0.0032998


Tree=4752
num_leaves=22
num_cat=0
split_feature=52 3 12 4 133 52 12 51 3 12 402 42 52 4 402 4 3 39 4 51 4
split_gain=0.367434 0.386941 0.649293 0.632262 0.377992 0.370122 0.43188 0.42093 0.559057 0.354103 0.351128 0.52181 0.526888 0.527803 0.32719 0.266035 0.238528 0.193304 0.168728 0.14637 0.0905158
threshold=-0.53473999999999988 -0.094654999999999975 0.084595000000000017 -0.084854999999999986 0.118995 -0.15824499999999997 -0.14750499999999997 -0.22508999999999998 -0.069049999999999986 -0.086254999999999984 0.082470000000000016 0.086510000000000017 -0.088614999999999985 -0.057674999999999997 -0.014954999999999998 -0.15615999999999999 0.28833000000000003 0.087735000000000021 -0.076164999999999997 -0.10998999999999999 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 3 -2 5 7 -7 -3 -9 17 11 12 -4 -14 18 -11 -17 -8 -6 -1 -21
right_child=1 4 10 -5 14 6 9 8 -10 15 -12 -13 13 -15 -16 16 -18 -19 -20 20 -22
leaf_value=0.020467958907208081 -0.023541467680587423 0.0099837304193990204 -0.01123481495633619 0.001416989058553792 0.010306872128827593 0.021568561495906385 0.0048719270924686177 0.0052962975020555058 -0.019015140946550206 0.01699407726511179 -0.0077387208350624456 0.018467199106564736 0.017404380218229005 -0.0039971879486881048 -0.0071137414479650173 0.0080671359148626557 -0.0029990220389588544 -0.0074898452172843903 -0.0001261061911445713 0.014992173349902398 0.0050406211565434105
leaf_weight=60 52 71 56 64 86 64 83 54 53 92 52 83 76 57 99 1520 57 63 89 52 53
leaf_count=60 52 71 56 64 86 64 83 54 53 92 52 83 76 57 99 1520 57 63 89 52 53
internal_value=0 0.00562542 0.00104328 -0.0097558 0.00648958 0.0072718 0.00796661 -5.2609e-05 -0.00672903 0.00748599 0.00491517 0.0073409 0.00244524 0.00821877 0.000610635 0.00818128 0.00766602 -0.000449957 0.00499069 0.0138086 0.00998612
internal_weight=0 2771 440 116 2331 2057 1879 178 107 1815 324 272 189 133 274 1669 1577 146 175 165 105
internal_count=2936 2771 440 116 2331 2057 1879 178 107 1815 324 272 189 133 274 1669 1577 146 175 165 105
is_linear=0
shrinkage=0.16829


Tree=4753
num_leaves=11
num_cat=0
split_feature=43 10 40 2 4 4 1213 4 41 1
split_gain=0.452966 0.459394 0.337912 0.401239 0.435483 0.367296 0.328622 0.292629 0.289465 0.0575293
threshold=-0.50775499999999985 0.057650000000000007 -0.084924999999999987 0.15616000000000005 0.48395000000000005 -0.50690499999999983 0.085740000000000011 -0.076164999999999997 0.085175000000000015 0.12646500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 8 -8 -7 -6
right_child=1 -3 3 -5 9 6 7 -9 -10 -11
leaf_value=-0.010055366058144062 -0.0042546603881341736 -0.0072948501460725476 0.018221434130774327 0.019910391858394126 -0.00092756199313410114 0.0060443748147270037 0.0036760313060882183 -0.01113175138477902 0.017285931196274074 -0.008811529261512319
leaf_weight=55 93 79 70 58 54 2239 112 57 67 52
leaf_count=55 93 79 70 58 54 2239 112 57 67 52
internal_value=0 0.00535125 0.00570844 0.00605114 0.00574724 0.00618775 0.00584667 -0.00130768 0.00637177 -0.00481212
internal_weight=0 2881 2802 2709 2651 2545 2475 169 2306 106
internal_count=2936 2881 2802 2709 2651 2545 2475 169 2306 106
is_linear=0
shrinkage=0.16829


Tree=4754
num_leaves=20
num_cat=0
split_feature=1 16 16 13 3 13 1 16 0 160 1374 16 1375 3 0 3 0 16 3
split_gain=0.273705 0.412308 0.581109 0.3096 0.29236 0.679454 0.306975 0.300684 0.280306 0.263149 0.293666 0.262941 0.262364 0.463556 0.703629 0.201822 0.191053 0.190937 0.035641
threshold=0.12072500000000001 -0.059289999999999995 -0.39761999999999992 -0.098524999999999988 -0.10175499999999998 0.049070000000000009 0.10234000000000001 -1.0000000180025095e-35 -0.09466999999999999 -0.54883999999999988 0.086000000000000007 -0.49057499999999993 -0.086529999999999982 0.0025650000000000004 -0.13409999999999997 0.076825000000000018 -0.15445999999999996 -0.013049999999999997 -0.073159999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 8 5 -5 7 -7 16 -6 12 -2 -11 14 -14 -3 -1 -15 -18
right_child=1 15 -4 4 9 6 -8 -9 -10 10 -12 -13 13 17 -16 -17 18 -19 -20
leaf_value=0.0062640155007185902 0.0049645973997429586 -0.014022237986462261 0.017740280723805898 -0.014225555538647275 0.016401641542409088 0.0058254036822021141 0.013164935696255271 -0.0098633073776910832 0.0012354929196301779 -0.0070994510386074581 0.016205295813373374 -0.011029517209306281 -0.013633382469223156 0.006972621473586493 0.0043391486330872859 -0.00022132143663998856 0.022018669756473097 0.017260871109378368 0.015582621856007454
leaf_weight=52 63 70 62 78 55 88 71 57 62 56 60 54 64 103 1681 53 52 103 52
leaf_count=52 63 70 62 78 55 88 71 57 62 56 60 54 64 103 1681 53 52 103 52
internal_value=0 -0.000583489 0.00456465 0.00476021 0.00421093 -0.000757345 0.00409786 -0.000329493 0.0108394 0.00490012 0.00459321 -0.00240195 0.00424517 0.00457172 0.00367895 -0.00809011 0.0146448 0.0121255 0.0188179
internal_weight=0 302 179 2634 2416 294 216 145 218 2122 2067 117 2007 1951 1745 123 156 206 104
internal_count=2936 302 179 2634 2416 294 216 145 218 2122 2067 117 2007 1951 1745 123 156 206 104
is_linear=0
shrinkage=0.16829


Tree=4755
num_leaves=32
num_cat=0
split_feature=1 1 12 13 12 14 4 0 4 0 13 1211 150 13 48 42 42 13 4 4 42 4 1 0 4 42 12 13 4 0 4
split_gain=19.7171 4.6154 3.69047 2.3723 1.85242 1.66183 1.49502 1.10251 0.877554 1.20171 0.571818 0.479194 0.472521 0.633954 0.451757 0.425641 0.406177 0.68859 0.39236 0.364205 0.30641 0.215339 0.192295 0.183172 0.275469 0.300657 0.296563 0.212056 0.183686 0.122889 0.0393225
threshold=0.11883500000000001 0.089745000000000019 0.088825000000000015 -0.10939499999999998 0.090285000000000018 0.064610000000000015 0.26546000000000003 -0.021574999999999997 -0.16523499999999997 -0.076589999999999978 0.076825000000000018 0.077725000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 0.014805 0.084645000000000012 0.09087000000000002 -0.070594999999999977 -0.073079999999999992 0.058025000000000007 0.08919500000000001 0.0011850000000000003 0.13699000000000003 -0.076004999999999975 -0.068329999999999988 -0.047584999999999995 0.09227500000000001 -0.069444999999999993 -0.064609999999999987 -0.078109999999999985 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 -2 5 10 14 19 -3 12 11 15 13 -10 -5 21 17 -4 -18 23 -17 -1 -8 24 26 -26 -6 -25 -29 -19 -20
right_child=3 2 16 6 7 -7 22 -9 9 -11 -12 -13 -14 -15 -16 20 18 29 30 -21 -22 -23 -24 27 25 -27 -28 28 -30 -31 -32
leaf_value=0.0016510441826338117 0.00018408083852759148 0.001390929298413593 0.0018662680943323439 0.0012331894770804095 0.0014299003606741683 0.0021713177925015877 0.00065336485296839711 0.00094990331064700073 0.00096003775056698959 0.00060054359221527491 0.001260279079023091 0.0013489302996414858 0.00088035944533390088 0.0014239021663031203 0.00081885486603087997 0.0014874136415239869 0.0015538130491147069 0.0013059012515373696 0.00128317410526752 0.001235601499014537 0.0016744154663839823 0.0018306047152446803 0.00039152932335709381 0.0015602305345843116 0.0015729276139348424 0.0012624353295013183 0.0017391873503094441 0.0011804129279625907 0.0014214611198066843 0.0015136265773235988 0.001142619608719309
leaf_weight=476 102 52 58 66 56 55 67 57 67 89 58 79 99 63 52 327 59 53 52 89 141 91 58 60 69 71 93 61 88 90 52
leaf_count=476 102 52 58 66 56 55 67 57 67 89 58 79 99 63 52 327 59 53 52 89 141 91 58 60 69 71 93 61 88 90 52
internal_value=0 0.00144653 0.00122454 0.000606876 0.00153361 0.00160901 0.000784201 0.00138989 0.000992166 0.000926849 0.00158259 0.00159934 0.00105351 0.0011851 0.0010509 0.00161842 0.00146065 0.00156096 0.00133673 0.00143255 0.00154383 0.00167992 0.000532155 0.00146768 0.0015228 0.00141572 0.00162318 0.00139128 0.00132301 0.00143688 0.00121324
internal_weight=0 2605 734 345 1871 1227 243 644 370 318 1172 1114 229 130 118 1035 364 201 163 587 468 567 125 498 289 140 149 209 149 143 104
internal_count=2950 2605 734 345 1871 1227 243 644 370 318 1172 1114 229 130 118 1035 364 201 163 587 468 567 125 498 289 140 149 209 149 143 104
is_linear=0
shrinkage=0.0032998


Tree=4756
num_leaves=11
num_cat=0
split_feature=12 2 151 47 48 151 43 48 160 13
split_gain=1.04586 0.388633 0.300625 0.253462 0.558789 0.472504 0.235046 0.285369 0.155487 0.0374323
threshold=-0.19698999999999997 0.15305000000000002 0.11088000000000002 0.120245 0.10690000000000001 -0.092609999999999984 0.4590800000000001 0.091545000000000015 -0.081594999999999987 -0.0096349999999999977
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 8 7 -7 -2 -6
right_child=1 -3 -4 -5 9 6 -8 -9 -10 -11
leaf_value=-0.016593419208228849 0.0082523269184499749 -0.006442773631483976 0.017613285257697554 -0.0038018481846399223 0.013865609560150448 0.0043375346568504643 0.014762281695488346 -0.0040465370718326503 0.019996463039156913 0.020159550888173415
leaf_weight=66 60 84 54 91 62 2232 58 121 70 52
leaf_count=66 60 84 54 91 62 2232 58 121 70 52
internal_value=0 0.00482669 0.00516541 0.00491997 0.00521959 0.00470147 0.00416755 0.00390563 0.0145899 0.0167523
internal_weight=0 2884 2800 2746 2655 2541 2411 2353 130 114
internal_count=2950 2884 2800 2746 2655 2541 2411 2353 130 114
is_linear=0
shrinkage=0.16829


Tree=4757
num_leaves=23
num_cat=0
split_feature=3 2 15 0 2 2 2 0 15 11 0 0 157 15 11 47 42 0 15 160 160 13
split_gain=24.8496 9.85072 4.80172 2.43596 2.74738 2.34838 1.72268 1.53423 1.34796 1.02381 0.757472 0.737376 0.699852 0.690552 0.962429 0.606439 0.667817 0.589489 0.465445 0.24436 0.170016 0.136454
threshold=0.31351000000000001 0.11621000000000002 -0.41956999999999994 -0.079324999999999993 0.093320000000000014 -0.0098549999999999974 0.15305000000000002 -0.14385499999999998 0.11357500000000002 0.078065000000000009 -0.15651999999999996 -0.074904999999999985 -0.082454999999999987 0.043560000000000008 0.077415000000000012 0.089575000000000016 0.098060000000000022 -0.06563999999999999 -0.11277999999999998 0.083130000000000023 -1.0000000180025095e-35 -0.076794999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 -5 8 10 11 15 -6 -3 -7 14 -14 16 -4 -15 -13 20 -9 -17
right_child=-2 6 3 5 7 12 -8 19 -10 -11 -12 18 13 17 -16 21 -18 -19 -20 -21 -22 -23
leaf_value=0.00076297031248313666 -0.00014408330182704815 0.00082487282147806476 0.001821415246062514 0.00094489815291711973 0.0013932472263911942 0.0019309644256402785 0.00057386380113996587 0.0016675224573251956 0.0016411100087773735 0.0022441929738210372 0.00084433564510172289 0.00095462889638998113 0.001507364790857416 0.001582072026624172 0.0010180165450135645 0.0016705156325093166 0.001438752937427653 0.0019542202702590348 0.0013516819116932098 0.0018102377595919403 0.0014170015984873727 0.0014597895528698722
leaf_weight=67 96 94 1083 73 59 54 68 64 52 54 52 52 294 274 52 79 53 57 88 58 61 66
leaf_count=67 96 94 1083 73 59 54 68 64 52 54 52 52 294 274 52 79 53 57 88 58 61 66
internal_value=0 0.00156243 0.00163541 0.00165942 0.00173292 0.00151046 0.00104697 0.00144354 0.00115934 0.00179662 0.00113642 0.00105212 0.00156689 0.00153779 0.00143392 0.00177773 0.00180359 0.00164626 0.00120446 0.00162963 0.00154555 0.00157484
internal_weight=0 2854 2500 2433 1629 804 354 294 286 1335 111 234 731 677 346 1281 1136 331 140 183 125 145
internal_count=2950 2854 2500 2433 1629 804 354 294 286 1335 111 234 731 677 346 1281 1136 331 140 183 125 145
is_linear=0
shrinkage=0.0032998


Tree=4758
num_leaves=24
num_cat=0
split_feature=4 2 12 1 1 1 13 0 1 12 4 2 4 482 13 124 4 4 51 0 0 0 4
split_gain=23.8751 5.8849 4.02075 3.70271 2.47698 1.18777 1.44371 1.39982 0.897367 0.819558 0.683237 1.08666 0.662371 0.466829 0.466521 0.437042 0.427975 0.333541 0.297907 0.336942 0.234497 0.190327 0.118366
threshold=0.31392000000000003 0.14132000000000003 -0.071274999999999991 0.13074500000000003 0.093575000000000019 0.089625000000000024 -0.09657499999999998 -0.13165999999999997 0.14684500000000003 0.090285000000000018 -0.015104999999999999 0.08647500000000001 0.0014100000000000002 0.083005000000000009 0.16218500000000005 -0.085804999999999979 -0.088709999999999983 0.008570000000000003 -0.092879999999999976 -0.029849999999999998 -0.082174999999999984 -0.18713499999999997 0.50666500000000003
decision_type=2 2 2 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 -1 7 -7 12 -5 13 18 17 -4 20 16 -6 -11 -12 -8 -20 -9 -2 -23
right_child=3 -3 5 8 15 6 10 9 -10 14 11 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 22 -24
leaf_value=0.0018482980044189326 0.0012728366281988569 0.00094730207348236648 0.0020056547858550624 0.00059348182639523391 0.001232608290193964 0.001179609775696112 0.0020672318443455619 0.0018917073843720438 3.7267258304368266e-05 0.0014326805969036953 0.0019662190957890268 0.0011976193090828067 0.00247256706478072 0.0015980704415133784 0.0020386842846918506 0.00083441529010896878 0.0017519138775788081 0.0016376307654461548 0.0018606634772267881 0.0015630598034929468 0.0020100753056974596 0.00114166102616589 0.00092210831539666803
leaf_weight=67 56 92 83 81 70 52 59 725 52 52 52 53 57 52 57 54 480 105 224 53 261 57 56
leaf_count=67 56 92 83 81 70 52 59 725 52 52 52 53 57 52 57 54 480 105 224 53 261 57 56
internal_value=0 0.00176806 0.00179759 0.000788551 0.00133637 0.00183482 0.00170705 0.00187804 0.000376279 0.00185066 0.00175722 0.00160828 0.00219601 0.00190683 0.0017516 0.00105949 0.00172078 0.00174669 0.0018502 0.00180385 0.00192308 0.00111279 0.00103317
internal_weight=0 2648 2556 302 191 2365 598 1767 133 1627 546 210 140 1038 589 124 532 157 336 277 986 169 113
internal_count=2950 2648 2556 302 191 2365 598 1767 133 1627 546 210 140 1038 589 124 532 157 336 277 986 169 113
is_linear=0
shrinkage=0.0032998


Tree=4759
num_leaves=22
num_cat=0
split_feature=4 1 1 16 1 123 457 16 1 4 131 11 50 151 16 4 1 4 4 4 50
split_gain=26.4748 7.68909 2.99445 2.83555 1.09551 0.981233 0.858064 0.824038 0.817347 0.761741 0.624367 0.50672 0.495559 0.485215 0.454766 0.3643 0.294121 0.251291 0.361067 0.181155 0.11872
threshold=0.31392000000000003 0.10398500000000001 0.14039500000000002 0.24624500000000002 0.089745000000000019 0.08406000000000001 0.062030000000000009 0.41134500000000007 0.12000500000000001 0.0072100000000000003 0.11669000000000002 1.0000000180025095e-35 0.12094000000000001 -1.0000000180025095e-35 0.0015850000000000003 -0.49010499999999996 0.10024500000000001 -0.079524999999999985 0.0015850000000000003 -0.036839999999999991 0.095955000000000013
decision_type=2 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 9 16 10 13 14 11 12 15 -2 -3 -1 17 -6 20 -5 -19
right_child=2 3 -4 19 6 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=0.0025588553956987486 0.0012311493647213945 0.001329608701971351 0.00052929305177340253 0.0023034056838505826 0.0019165563432438815 0.0011632544971150705 0.0016653468031068088 0.0019643188629606058 0.0010777329123262853 0.0019088112654134549 0.0019313778650878125 0.0025309583197253393 0.0019789701964220965 0.0016465218450058645 0.0017301711960756674 0.0022722954883633937 0.0023547452589827342 0.0022834529369584054 0.0018959131809725325 0.0020252611883049124 0.0020858528745336369
leaf_weight=52 53 80 72 53 78 62 52 102 101 74 58 88 63 76 52 1506 53 110 52 57 56
leaf_count=52 53 80 72 53 78 62 52 102 101 74 58 88 63 76 52 1506 53 110 52 57 56
internal_value=0 0.00214887 0.00111739 0.00171272 0.00222149 0.00152917 0.00206395 0.00225527 0.00130134 0.00163913 0.00227204 0.00228358 0.00227013 0.00147614 0.00148767 0.00228188 0.00212323 0.00208166 0.00214058 0.0021596 0.002217
internal_weight=0 2648 302 378 2270 268 401 1869 230 206 1767 1709 1621 129 132 1558 349 296 218 110 166
internal_count=2950 2648 302 378 2270 268 401 1869 230 206 1767 1709 1621 129 132 1558 349 296 218 110 166
is_linear=0
shrinkage=0.0032998


Tree=4760
num_leaves=14
num_cat=0
split_feature=10 10 10 1212 43 42 0 52 0 52 124 157 42
split_gain=0.563758 0.377697 0.612546 0.265183 0.245823 0.407206 0.398198 0.371611 0.353753 0.547145 0.247128 0.192759 0.13933
threshold=0.057650000000000007 -0.36237499999999995 -0.082174999999999984 0.12218000000000002 -0.14724999999999996 0.080725000000000005 0.0088250000000000012 -0.013914999999999999 -0.063509999999999983 -0.10012499999999998 -0.082024999999999987 -0.022224999999999998 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 12 8 11 10 -10 -6 -8 -4
right_child=-2 2 3 -5 6 -7 7 -9 9 -11 -12 -13 -14
leaf_value=-0.0052643358715854767 -0.0057853952753501529 0.026821770325358537 0.01342470383601628 0.019704998848313688 0.00015154800412528425 0.025259700725346255 0.017759154226500592 0.024703479080512424 0.010442857868591318 -0.006478241653355179 0.0084378726909829973 0.00475618526000129 0.0037336014535045048
leaf_weight=53 77 54 103 61 108 63 53 73 96 124 1957 84 72
leaf_count=53 77 54 103 61 108 63 53 73 96 124 1957 84 72
internal_value=0 0.00879051 0.0090527 0.00870863 0.00846253 0.0136408 0.00796785 0.0149891 0.00732179 0.000897345 0.00800537 0.00979965 0.00944777
internal_weight=0 2901 2848 2794 2733 238 2495 210 2285 220 2065 137 175
internal_count=2978 2901 2848 2794 2733 238 2495 210 2285 220 2065 137 175
is_linear=0
shrinkage=0.16829


Tree=4761
num_leaves=31
num_cat=0
split_feature=4 12 52 12 52 43 12 401 12 49 4 156 159 43 4 52 43 133 133 43 12 15 12 133 133 483 15 52 15 160
split_gain=9.01465 3.22376 1.4397 1.43741 1.2536 0.843494 0.706967 0.667932 0.628561 0.606112 0.769678 0.526427 0.438422 0.427431 0.378273 0.617519 0.486938 0.641737 0.307633 0.412671 0.294593 0.274468 0.268555 0.297961 0.29144 0.235608 0.228481 0.137202 0.0762027 7.51832e-05
threshold=0.31392000000000003 0.078120000000000009 -0.092084999999999986 0.11697000000000002 -0.047784999999999987 -0.031974999999999996 0.088725000000000012 0.074620000000000006 0.099510000000000015 0.10208500000000002 -0.016894999999999997 0.083125000000000018 0.10610000000000001 -0.073079999999999992 -0.068809999999999996 -0.10012499999999998 -0.076364999999999988 0.081310000000000007 -0.09676499999999999 0.0015200000000000003 0.091585000000000014 -0.043134999999999993 0.090455000000000021 0.024980000000000006 0.096875000000000017 0.089355000000000004 -0.0065999999999999991 0.013340000000000001 -0.19153499999999998 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 6 5 -4 7 18 12 10 -6 -1 13 -2 15 -8 17 -17 -3 25 -18 -5 29 26 -25 -20 -24 -12 -15 -16
right_child=8 3 4 21 9 -7 14 -9 -10 -11 27 -13 -14 28 22 16 20 -19 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00099399157848792928 0.00046651444580038344 0.0014288537723702668 0.00029132668859719306 0.00098786982916637569 0.0007531607229917137 0.00078729468769822748 0.00148341990028684 0.0015132515189896824 0.00021424169961534127 0.00060673448011349979 0.0012705214363512055 0.0014027750022579789 0.00033020716913441709 0.00083968498530088075 0.0012573158229592482 0.00069219380698372455 0.0010872831526427549 0.0012082560857571117 0.0012481694438914643 0.00092661951118998005 0.0012939987708159579 0.00066374710412288557 0.0010366119637198099 0.00129022904079265 0.0010258866064412329 0.001038281842808916 0.0008350194885224754 0.0010439640963761771 0.00067394389294440189 0.0011993433861396431
leaf_weight=81 78 75 74 53 81 76 72 100 58 53 68 61 55 82 52 52 125 54 593 55 201 64 209 85 103 67 90 56 53 52
leaf_count=81 78 75 74 53 81 76 72 100 58 53 68 61 55 82 52 52 125 54 593 55 201 64 209 85 103 67 90 56 53 52
internal_value=0 0.00110835 0.000883168 0.00116725 0.000783307 0.000542852 0.00118824 0.00125767 0.000526655 0.000922969 0.00100456 0.00116984 0.000594136 0.000662121 0.00113177 0.00119879 0.00115127 0.000955426 0.00122527 0.00120387 0.00121484 0.000810873 0.00107455 0.00104157 0.00114559 0.00122692 0.00097605 0.00116849 0.000774877 0.00122867
internal_weight=0 2652 550 2102 408 150 1985 890 326 258 205 142 268 213 1095 504 432 106 790 715 326 117 591 487 188 660 299 124 135 104
internal_count=2978 2652 550 2102 408 150 1985 890 326 258 205 142 268 213 1095 504 432 106 790 715 326 117 591 487 188 660 299 124 135 104
is_linear=0
shrinkage=0.0032998


Tree=4762
num_leaves=23
num_cat=0
split_feature=1 3 3 4 1 12 11 52 1446 15 1446 158 12 1 3 160 4 12 4 4 403 52
split_gain=0.467821 0.511995 0.446284 0.406159 0.357314 0.283418 0.586188 0.258246 0.523858 0.215107 0.27737 0.295213 0.269127 0.197845 0.340267 0.221268 0.288814 0.184545 0.175055 0.520783 0.326284 0.100207
threshold=0.090540000000000023 -0.12077499999999998 -0.07934999999999999 -0.012865 0.09518500000000002 0.092675000000000021 0.092225000000000015 0.40431 0.095900000000000013 0.10028500000000001 0.087090000000000015 0.085110000000000005 0.085495000000000015 0.15523500000000004 0.3148450000000001 0.085305000000000006 -0.069819999999999979 0.096900000000000014 -0.0083549999999999978 0.036605000000000006 -0.5335399999999999 0.51578500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 -3 -4 -2 -7 8 9 10 11 18 -13 14 15 16 -6 -11 20 -20 -1 -9
right_child=1 2 4 -5 13 6 -8 21 -10 17 -12 12 -14 -15 -16 -17 -18 -19 19 -21 -22 -23
leaf_value=0.019620879369606024 0.0036012529313736454 -0.012885173271883927 0.014248804372754598 0.0055042656287967564 0.015488095658541775 0.029818078962279317 0.0052614097492377845 -0.0023966107855326094 0.026297944737660495 0.0096714647297434734 -0.0021320136954613537 0.026412746583385546 0.011333315993274445 0.012887261083128898 -0.0086913392933326474 -0.0034897622379390808 0.0036319677915381161 -0.0032569878070665215 0.017183406769962984 0.0046307499377490841 0.0075410483056274364 0.0071270817363776788
leaf_weight=68 56 84 100 57 70 59 52 69 53 57 53 58 81 57 68 92 350 69 251 150 967 57
leaf_count=68 56 84 100 57 70 59 52 69 53 57 53 58 81 57 68 92 350 69 251 150 967 57
internal_value=0 0.00485727 0.00322998 -0.0054384 0.00489082 0.0134019 0.0183302 0.00928153 0.00979542 0.00929574 0.00981461 0.0102178 0.0176384 0.00341893 0.00248533 0.00397324 0.00561227 0.00257734 0.00949822 0.0124924 0.00833643 0.00189747
internal_weight=0 1045 878 141 737 167 111 1933 1807 1754 1628 1575 139 637 580 512 420 126 1436 401 1035 126
internal_count=2978 1045 878 141 737 167 111 1933 1807 1754 1628 1575 139 637 580 512 420 126 1436 401 1035 126
is_linear=0
shrinkage=0.16829


Tree=4763
num_leaves=21
num_cat=0
split_feature=41 16 1 9 1 148 16 16 151 47 50 133 12 1213 1429 16 3 1 13 2
split_gain=0.641076 0.459034 0.44458 0.398813 0.387352 0.329673 0.386162 0.339451 0.362789 0.358467 0.304239 0.229109 0.335832 0.256569 0.275289 0.230618 0.2178 0.369004 0.0614224 0.00868987
threshold=0.078385000000000024 -0.014654999999999998 0.096315000000000026 0.086320000000000022 0.15523500000000004 -0.071414999999999992 0.62619000000000014 -0.047754999999999999 -0.03268999999999999 0.089730000000000018 -0.096759999999999999 -0.091614999999999988 0.089685000000000015 0.11864000000000001 -0.08262499999999999 -0.081324999999999995 0.092005000000000017 0.09258000000000001 -0.020484999999999996 0.086305000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 4 5 -4 7 8 -7 -9 -1 12 18 14 -13 -14 17 -16 19 -12
right_child=1 -3 3 -5 -6 6 -8 9 -10 -11 11 13 15 -15 16 -17 -18 -19 -20 -21
leaf_value=0.018791373583873963 0.010204099666759382 0.029798979181041109 0.014538468551974782 -0.011367183298664306 0.017490869206197142 -0.0082005474091991319 0.014454174086193282 -0.0087914325721897627 0.0064669781314798903 0.00521226306467146 0.015488127372259519 0.017661842993186065 0.010771332408378083 0.016566039676631304 0.004957779409782319 -0.0024850146716599319 -0.0036350387361213364 0.015917919015989119 0.020768454981068944 0.012115532390380166
leaf_weight=62 95 53 58 55 52 59 57 177 249 73 52 52 90 63 1390 63 75 93 58 52
leaf_count=62 95 53 58 55 52 59 57 177 249 73 52 52 90 63 1390 63 75 93 58 52
internal_value=0 0.0172333 0.0058642 0.00244116 0.00349116 0.00240679 0.00125975 -8.48504e-05 0.00365146 -0.00469517 0.00716576 0.00680228 0.0109728 0.00601597 0.00560203 0.00530109 0.00519836 0.00564631 0.0163182 0.0138191
internal_weight=0 148 2830 780 725 673 615 558 308 250 2050 1988 315 1673 1610 153 1558 1483 162 104
internal_count=2978 148 2830 780 725 673 615 558 308 250 2050 1988 315 1673 1610 153 1558 1483 162 104
is_linear=0
shrinkage=0.16829


Tree=4764
num_leaves=17
num_cat=0
split_feature=41 13 10 2 484 160 1456 2 133 402 4 16 4 133 2 2
split_gain=0.443456 0.356293 0.333757 0.218982 0.247365 0.267841 0.238861 0.248155 0.263171 0.560702 0.290686 0.154341 0.23662 0.538126 0.140973 0.0948801
threshold=0.078385000000000024 -0.085349999999999995 0.057650000000000007 0.12414000000000001 -0.085799999999999987 -0.011514999999999999 0.089135000000000006 0.11771500000000001 -0.07192999999999998 0.016205000000000004 -0.077044999999999988 0.16703000000000004 0.50779500000000011 0.017095000000000003 0.14132000000000003 0.089310000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 10 -10 -6 12 13 14 -5 -7
right_child=1 -3 -4 11 6 15 -8 -9 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.021583145654677182 0.0071962061014205787 0.023938599282846685 -0.0065033087050998459 -0.0044748545941971467 0.013218374767321805 0.0042128081380652148 0.016344416271984911 0.01540629313805281 0.0044829965290144507 -0.0075315723334097046 0.0044285551087543526 0.0088720337153600712 0.0080411968288734009 0.0093990298064822782 -0.016415142360416423 0.012733330485911853
leaf_weight=53 85 63 71 52 191 92 53 62 1605 118 243 53 58 54 62 63
leaf_count=53 85 63 71 52 191 92 53 62 1605 118 243 53 58 54 62 63
internal_value=0 0.0143352 0.00487817 0.00517171 0.00567469 0.0112369 0.00516469 0.00489685 0.00459394 0.00365913 0.00830103 0.00069435 -0.00121548 -0.00442193 -0.0109845 0.00768758
internal_weight=0 148 2830 2759 2480 208 2272 2219 2157 1723 434 279 226 168 114 155
internal_count=2978 148 2830 2759 2480 208 2272 2219 2157 1723 434 279 226 168 114 155
is_linear=0
shrinkage=0.16829


Tree=4765
num_leaves=28
num_cat=0
split_feature=12 12 12 12 13 12 156 13 150 51 474 40 13 1446 401 157 13 13 12 52 13 49 124 376 51 155 484
split_gain=8.16696 2.86858 2.07976 1.20156 0.862193 1.42973 1.11318 0.846245 0.581986 1.02347 0.519683 0.499969 0.471225 0.317056 0.312585 0.388683 0.383367 0.363367 0.490596 0.30481 0.266935 0.227151 0.210983 0.201387 0.179362 0.381179 0.174838
threshold=0.056995000000000011 -0.25967999999999997 0.13642500000000005 0.090285000000000018 -1.0000000180025095e-35 -0.11319999999999998 0.07881500000000001 -0.14258499999999999 1.0000000180025095e-35 0.084200000000000011 0.084655000000000022 -0.062739999999999976 -0.13871999999999998 1.0000000180025095e-35 0.086390000000000008 -0.081329999999999986 -0.083354999999999985 -0.066209999999999991 0.083785000000000012 -0.059794999999999994 0.0014600000000000001 -0.029519999999999998 -0.076164999999999983 0.084195000000000006 -0.045524999999999989 0.088740000000000013 -0.020824999999999996
decision_type=2 2 2 2 2 2 2 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 -3 8 -5 9 -6 -8 22 -2 21 15 16 -14 18 -17 -13 -19 -9 23 -7 25 -23 -26
right_child=2 4 -4 7 6 11 10 13 -10 -11 -12 19 14 -15 -16 17 -18 20 -20 -21 -22 24 -24 -25 26 -27 -28
leaf_value=-4.7802964154405723e-06 0.0015455510383024262 0.0011793012556983917 0.00058550341156107593 0.00066497036279430845 0.00073421633995817315 0.00050897509324525976 0.0014091739156425124 0.00090840693398489534 0.00055335504582269812 0.0012749942753887697 0.00095632543937109891 0.00024691266494161589 0.0012287639303942279 0.00085029373623305251 0.0014004434138157164 0.0013909647084524922 0.0015837155149229204 0.0013229623943769126 0.0010712630459334008 0.00058676889618530955 0.0010660828742483242 0.00089560020007083607 0.00086400174770386257 0.00077959490988043184 0.0013157722140549563 0.0011962024801826165 0.0011343988982312934
leaf_weight=52 52 53 72 52 132 74 56 57 80 54 56 57 94 54 97 61 53 209 406 59 58 101 58 52 67 87 607
leaf_count=52 52 53 72 52 132 74 56 57 80 54 56 57 94 54 97 61 53 209 406 59 58 101 58 52 67 87 607
internal_value=0 0.000743401 0.00113775 0.00115708 0.000796671 0.000679002 0.000906464 0.00107683 0.000789869 0.000891406 0.00118306 0.000590498 0.00123691 0.0010988 0.00122046 0.0012006 0.00135698 0.00116924 0.0011131 0.000420074 0.00126729 0.00111336 0.000697748 0.000620939 0.00112688 0.0010349 0.00115248
internal_weight=0 783 2127 2055 731 353 378 1025 266 186 112 300 1030 973 978 881 147 734 467 116 267 919 184 126 862 188 674
internal_count=2910 783 2127 2055 731 353 378 1025 266 186 112 300 1030 973 978 881 147 734 467 116 267 919 184 126 862 188 674
is_linear=0
shrinkage=0.0032998


Tree=4766
num_leaves=36
num_cat=0
split_feature=12 15 12 150 12 12 15 15 156 12 0 123 51 15 1456 15 43 0 0 42 0 15 15 0 12 12 51 15 15 12 51 15 43 0 15
split_gain=25.187 7.79532 4.26257 2.3714 1.61808 1.53038 1.33889 1.33475 1.24212 1.22862 0.637395 0.60342 0.497408 0.718728 0.484171 0.47013 0.433901 0.454135 0.418021 0.380763 0.365924 0.348425 0.312508 0.307937 0.263958 0.221562 0.205546 0.196889 0.188607 0.167275 0.158363 0.140468 0.127908 0.127713 0.12244
threshold=0.056995000000000011 -0.2987999999999999 0.10331000000000001 0.08486500000000001 0.14824500000000004 -0.091174999999999992 0.050935000000000008 -0.14151499999999997 0.089695000000000011 0.090285000000000018 -0.07409499999999998 0.089155000000000012 0.056710000000000003 0.039965000000000007 -0.090374999999999997 0.050935000000000008 -0.095049999999999982 -0.09633499999999999 -0.108275 0.11697 -0.10726999999999999 -0.086319999999999994 0.091490000000000016 -0.14920999999999998 0.094195000000000015 -0.077389999999999987 -0.089214999999999989 -0.088484999999999994 -0.042209999999999991 0.096315000000000026 0.0064150000000000014 -0.011959999999999998 -0.041739999999999992 -0.079394999999999979 0.095535000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 6 7 -1 8 -4 10 12 20 -7 14 -14 -2 16 -11 -18 -16 28 23 -5 32 -3 33 -12 -20 -28 -9 -26 31 -19 -17 -24 -30
right_child=2 3 4 21 -6 11 -8 19 -10 15 25 -13 13 -15 18 22 17 30 26 -21 -22 -23 24 -25 29 -27 27 -29 34 -31 -32 -33 -34 -35 -36
leaf_value=-0.00061813187922830654 0.00095107058426713255 0.00078491075517223171 0.00043010050727667443 0.00048768084573933939 0.00027220465974856932 0.00026148236741114242 0.0012495205461146145 0.00095564315252762101 0.0011112478417429905 0.00074551882304114601 0.00025604959063929046 -0.00019241641054311298 0.0012397926250483065 0.001774952941778283 0.001044295799993054 0.0012283884645610285 0.00081780423765801696 0.0011530371779730078 0.0011048797120796544 0.00076707778776040532 0.00093587425322753188 0.00016237478583238711 0.0011171230979219533 0.00048567116915995001 0.0013497757044510054 0.00054477939111034258 0.0011883975817327606 0.0013402793540521418 0.0012852668771195701 0.0011217853708934238 0.0012946606806257194 0.0009719013801631109 0.0014579116880645995 0.00088118487449489471 0.0010551096526572963
leaf_weight=53 53 73 53 57 52 68 53 77 64 52 54 60 58 53 77 58 63 141 56 55 60 98 53 79 64 64 115 618 55 86 54 75 55 52 52
leaf_count=53 53 73 53 57 52 68 53 77 64 52 54 60 58 53 77 58 63 141 56 55 60 98 53 79 64 64 115 618 55 86 54 75 55 52 52
internal_value=0 0.000453752 0.00114608 0.0006343 0.000809463 -0.000146548 0.000756303 0.000905019 0.000689867 0.001211 0.000608038 4.84421e-05 0.00128528 0.00149564 0.00125984 0.00110935 0.00102808 0.0010721 0.00127869 0.00101019 0.00071646 0.000282231 0.00119428 0.000629617 0.00112939 0.000412947 0.00130152 0.0013165 0.00108267 0.0012193 0.00113131 0.00109031 0.00134042 0.00100061 0.00117374
internal_weight=0 783 2127 602 344 181 447 292 394 1783 330 128 1030 111 919 753 385 333 866 239 212 155 368 152 255 118 789 733 184 150 270 216 113 105 107
internal_count=2910 783 2127 602 344 181 447 292 394 1783 330 128 1030 111 919 753 385 333 866 239 212 155 368 152 255 118 789 733 184 150 270 216 113 105 107
is_linear=0
shrinkage=0.0032998


Tree=4767
num_leaves=12
num_cat=0
split_feature=12 1208 42 39 39 42 1446 13 1 12 133
split_gain=0.964666 0.343458 0.297713 0.364171 0.410823 0.311051 0.431124 0.248133 0.23488 0.145809 0.103215
threshold=-0.25967999999999997 0.10128000000000001 0.11382000000000002 0.10519000000000002 0.093225000000000016 0.10077000000000001 0.10498000000000002 -0.075904999999999986 0.086165000000000005 0.095450000000000021 0.14652500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 8 -7 -2 -4 -11
right_child=1 -3 9 -5 -6 7 -8 -9 -10 10 -12
leaf_value=-0.017834725729220461 0.0068631703635821887 0.018348928647871739 -0.0080235268416570926 0.018144484614520531 -0.0082294703095013057 0.0063434931573019427 -0.010019017006072045 0.02276666869009401 0.0034174823304164328 -0.0023685966446758315 0.007283139047178611
leaf_weight=52 1382 56 63 63 63 53 52 52 947 71 56
leaf_count=52 1382 56 63 63 63 53 52 52 947 71 56
internal_value=0 0.00528703 0.00502533 0.00549333 0.00517995 0.00552049 0.00512401 0.014494 0.00546288 -0.00139893 0.00187314
internal_weight=0 2858 2802 2612 2549 2486 2381 105 2329 190 127
internal_count=2910 2858 2802 2612 2549 2486 2381 105 2329 190 127
is_linear=0
shrinkage=0.16829


Tree=4768
num_leaves=29
num_cat=0
split_feature=1 3 2 52 14 3 1 49 2 49 1 16 2 2 16 3 52 4 16 131 2 2 4 52 50 1 1 50
split_gain=23.9406 5.21627 2.03838 1.70216 1.55968 1.48661 1.3269 1.5404 1.23792 1.22624 0.773079 0.7703 0.6784 1.12761 0.897605 0.642908 0.597666 0.672198 0.527162 0.412579 0.408601 0.576726 0.381353 0.353892 0.258134 0.465269 0.219252 0.184661
threshold=0.10359500000000001 -0.053364999999999996 0.098655000000000007 0.056265000000000009 0.064610000000000015 0.3148450000000001 0.085780000000000009 -0.0087399999999999995 0.11426500000000002 -0.046739999999999997 0.078705000000000011 -0.013359999999999999 -1.0000000180025095e-35 0.10859000000000001 -0.0032799999999999995 -0.07385499999999999 -0.51296999999999993 -0.049994999999999991 0.20277000000000003 0.090175000000000019 0.083855000000000013 0.085155000000000022 0.097095000000000015 0.048535000000000002 0.08956500000000002 0.089245000000000005 0.11097000000000001 0.10874500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 4 5 6 12 10 -8 22 -4 18 15 -3 -14 -15 -11 -13 -18 20 24 -1 -22 26 -17 25 -9 -2 -26
right_child=1 3 9 -5 -6 -7 7 19 -10 11 -12 16 13 14 -16 23 17 -19 -20 -21 21 -23 -24 -25 27 -27 -28 -29
leaf_value=0.0013752969347732959 0.0012774665020355101 0.00029907218943082584 0.00086075948086880626 0.00097043454263520213 0.0020309690837058926 1.0008330471077291e-05 0.00098014808312047548 0.0015323992085755729 0.00081586123382077619 0.0018260388612903846 0.0019250789310062692 0.0015037386207960126 0.0010991728987857473 0.00073772531805591966 0.00022379470545201376 0.0012137444462319343 0.00087389791270326507 0.0013162122617638532 0.0012554239842294853 0.0016650602516552352 0.0017956601805480504 0.0015813414548904205 0.0011027849199091496 0.0015911444328019194 0.0015979932383016632 0.0011480893454287975 0.0015575467531817615 0.0013564026152800015
leaf_weight=84 58 69 56 101 76 60 80 62 71 61 78 75 52 95 61 56 62 97 52 103 168 812 57 55 103 80 70 56
leaf_count=84 58 69 56 101 76 60 80 62 71 61 78 75 52 95 61 56 62 97 52 103 168 812 57 55 103 80 70 56
internal_value=0 0.000813208 0.00151566 0.000594335 0.00156713 0.000481513 0.0015461 0.00139979 0.00118755 0.00132017 0.00160538 0.00138345 0.000583516 0.000677706 0.000536991 0.00155199 0.00125942 0.00114396 0.001583 0.0014828 0.00159898 0.00161812 0.00133 0.00140106 0.00142031 0.00131613 0.00143091 0.00151313
internal_weight=0 694 2216 438 1754 337 1678 484 256 462 1194 406 277 208 156 172 234 159 1116 404 1064 980 185 111 301 142 128 159
internal_count=2910 694 2216 438 1754 337 1678 484 256 462 1194 406 277 208 156 172 234 159 1116 404 1064 980 185 111 301 142 128 159
is_linear=0
shrinkage=0.0032998


Tree=4769
num_leaves=23
num_cat=0
split_feature=12 41 42 3 12 1375 484 3 484 4 16 0 15 3 52 15 52 42 16 16 0 4
split_gain=0.709199 0.45341 0.349574 0.27868 0.481645 0.359559 0.37712 0.361439 0.329127 0.272047 0.275957 0.261907 0.463262 0.393379 0.390911 0.310285 0.262303 0.219497 0.156375 0.155824 0.196773 0.161668
threshold=-0.25967999999999997 0.081500000000000017 0.090705000000000022 -0.069909999999999986 -0.10468499999999999 -0.083119999999999986 0.085560000000000011 -0.082204999999999986 -0.070034999999999986 0.0029800000000000004 -0.11158 -0.14043999999999998 -0.0087299999999999999 0.097775000000000015 -0.08403999999999999 -0.036279999999999993 0.11667000000000001 0.088485000000000022 -0.0048749999999999991 -0.15693499999999996 -0.080499999999999988 0.25367000000000006
decision_type=2 2 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 -2 9 18 -6 10 -7 12 13 -10 15 -13 -16 -12 -8 21 -21 -11
right_child=1 2 -4 4 8 6 7 -9 11 19 17 14 -14 -15 16 -17 -18 -19 -20 20 -22 -23
leaf_value=-0.014372544840513233 0.019750805134442748 0.0047658831673388531 -0.014297128785072192 0.018778149755033172 -0.0090263042052432865 0.019131581947882149 -0.00019000247166746102 0.01004373550782703 -0.0029574342849338214 0.014459336934256065 0.0062954222819307532 0.016251139282168443 0.021893159692258576 0.012942820357171302 -0.0046588683939553762 0.0014239610851289751 0.005558437304333164 0.011002136743343728 -0.013097760191453447 -0.0057769925269230589 0.0048553021806348124 0.0021913647620747006
leaf_weight=52 61 52 57 54 66 65 52 54 101 55 845 73 53 78 259 89 98 423 55 90 109 69
leaf_count=52 61 52 57 54 66 65 52 54 101 55 845 73 53 78 259 89 98 423 55 90 109 69
internal_value=0 0.00544991 -0.00518637 0.0058723 0.00338025 0.00702713 0.00659898 -0.00116705 0.00236032 0.0073551 0.00841762 0.0033634 0.00806542 0.00396113 0.00125808 0.00811643 -0.00184909 0.00786698 -0.00684162 0.00296459 3.76986e-05 0.00764729
internal_weight=0 2858 109 2749 871 1878 1817 161 817 1656 1333 751 232 179 519 162 357 1268 107 323 199 124
internal_count=2910 2858 109 2749 871 1878 1817 161 817 1656 1333 751 232 179 519 162 357 1268 107 323 199 124
is_linear=0
shrinkage=0.16829


Tree=4770
num_leaves=23
num_cat=0
split_feature=15 3 1453 0 15 16 3 3 16 43 12 157 3 42 3 42 16 42 12 42 43 16
split_gain=0.563454 0.528288 0.457466 0.697729 0.616681 0.324045 0.29686 0.489819 0.456422 0.317266 0.370269 0.312604 0.311634 0.344091 0.294534 0.195352 0.266645 0.473756 0.14968 0.199696 0.147256 0.13936
threshold=0.015700000000000002 -0.15288999999999997 -0.076919999999999988 -0.22745499999999999 -0.095814999999999997 -0.16318499999999997 -0.23098999999999997 -0.11749 -0.014854999999999998 -0.09361499999999999 -0.14392999999999997 -0.081534999999999982 -0.049204999999999992 -0.084004999999999982 -0.015169999999999998 -0.11100999999999998 -0.015439999999999997 0.088630000000000014 0.096510000000000012 0.090045000000000014 -0.06705499999999999 -0.074904999999999985
decision_type=2 2 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 -3 -5 8 -8 12 -11 -12 13 -9 15 -7 18 -18 19 -17 -19 -20
right_child=1 5 3 6 -6 14 7 9 -10 10 11 -13 -14 -15 -16 16 17 20 21 -21 -22 -23
leaf_value=0.016326644182701147 0.023362069077356787 -0.0036377785265267006 0.0018271750725689971 0.012294602423136222 -0.023816124026477273 0.016562730899325483 0.00096310667204112753 0.0062629201244487256 -0.019588922627285836 0.013681168575716806 0.0077478308833465806 0.00051429213886668797 0.00088321967578135088 0.025679980286182166 0.018991845051577545 0.0084464738538332414 -0.010396406197771055 0.013033568293086746 0.018772057881000531 0.0013680704908729125 0.00089186178125063588 0.0080655068391007976
leaf_weight=68 57 79 53 94 53 55 74 52 52 79 205 973 62 52 60 401 70 59 60 158 55 83
leaf_count=68 57 79 53 94 53 55 74 52 52 79 205 973 62 52 60 401 70 59 60 158 55 83
internal_value=0 0.00755913 0.00277987 0.00225215 -0.0109775 0.00672342 0.00310678 0.00254806 -0.00750443 0.00343942 0.00252436 0.00177462 0.0103577 0.0159887 0.00754293 0.00681102 0.00620364 0.000490677 0.00769849 0.00644899 0.00719149 0.0125703
internal_weight=0 1137 1817 1749 106 1080 1643 1549 126 1423 1257 1178 166 104 1001 941 886 184 702 559 114 143
internal_count=2954 1137 1817 1749 106 1080 1643 1549 126 1423 1257 1178 166 104 1001 941 886 184 702 559 114 143
is_linear=0
shrinkage=0.16829


Tree=4771
num_leaves=18
num_cat=0
split_feature=160 4 2 457 51 51 14 11 2 0 4 12 457 1209 4 4 12
split_gain=0.56666 0.403095 0.547086 0.39295 0.285727 0.410442 0.309816 0.253783 0.334113 0.248099 0.342301 0.331279 0.275393 0.183206 0.215837 0.415177 0.178354
threshold=-0.54243999999999992 -0.0078799999999999981 0.16423500000000002 0.10982500000000002 -0.095009999999999983 -0.40444499999999994 -0.23083499999999998 0.076235000000000011 0.08647500000000001 -0.097604999999999983 -0.061939999999999988 -1.0000000180025095e-35 -0.085584999999999981 0.091640000000000013 -0.44205499999999992 -0.12685999999999997 0.087215000000000015
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 -3 -6 8 -8 10 -2 -11 -13 14 16 -16 -14
right_child=1 2 -4 -5 6 -7 7 -9 -10 11 -12 12 13 -15 15 -17 -18
leaf_value=0.017473540338985301 0.018175738342380475 0.0028377623986258465 -0.015518424094311688 -0.012446920297082871 0.013963014542410151 -0.015041633153256339 0.0082396059759635015 -0.0084176845930682039 0.0009066443634963003 -0.0061384077022477116 0.0033323585931726669 0.014779959695460131 0.016022942955792156 0.012468928384044217 -0.0088372908760562634 0.0040259443940733729 0.0042929601572789747
leaf_weight=84 92 92 54 52 76 60 273 54 497 80 85 77 72 76 76 1078 76
leaf_count=84 92 92 54 52 76 60 273 54 497 80 85 77 72 76 76 1078 76
internal_value=0 0.00344441 0.00101744 0.00182789 0.00253519 -0.00420807 0.00367605 0.00272507 0.00350885 0.00508498 0.0110577 0.00439509 0.00497549 0.00442633 0.00395549 0.00317724 0.0100116
internal_weight=0 2870 1158 1104 1052 152 900 824 770 1712 177 1535 1455 1378 1302 1154 148
internal_count=2954 2870 1158 1104 1052 152 900 824 770 1712 177 1535 1455 1378 1302 1154 148
is_linear=0
shrinkage=0.16829


Tree=4772
num_leaves=29
num_cat=0
split_feature=1 52 52 11 1 4 16 16 1 150 52 16 484 1429 1 1 40 13 43 43 475 52 13 16 4 4 157 151
split_gain=20.8349 3.2064 2.77893 1.9278 1.73036 1.08712 1.09165 0.912853 0.846216 0.824352 0.690349 0.625625 0.574677 0.807618 0.487244 0.464486 0.43615 0.382779 0.843817 0.311632 0.293605 0.42051 0.28148 0.263808 0.247347 0.195048 0.175521 0.0710157
threshold=0.10331000000000003 -0.41694999999999993 0.19121000000000002 1.0000000180025095e-35 0.13074500000000003 0.012315000000000001 -0.013819999999999997 -0.27157999999999993 0.085880000000000026 0.094545000000000018 -0.065394999999999995 0.0054050000000000009 0.085225000000000009 0.084710000000000021 0.11198000000000001 0.087505000000000013 -1.0000000180025095e-35 0.049070000000000009 -0.10945499999999998 -0.048179999999999994 -0.082824999999999982 -0.14816999999999997 -0.049204999999999992 -0.5020199999999998 0.066300000000000012 -0.085799999999999987 -0.054224999999999995 -0.0035949999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 9 12 15 -6 -5 11 -9 14 16 19 -3 23 -1 20 25 27 26 -22 -16 -7 -25 -19 -18 -14
right_child=1 2 -4 8 7 6 -8 10 -10 -11 -12 -13 13 -15 22 -17 17 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29
leaf_value=0.0011900094853988996 0.0014267642821378574 0.00056834059232079633 0.0013704658369625656 0.0020565534076364411 0.00018202804176624583 0.0016131965839352909 0.00091587554240034916 0.00034885498021263464 0.0015236220804284376 0.00045388598293005696 0.00086397271209551132 0.001108050148009855 0.001420938664138923 0.0010015352636493209 0.001048883718253769 0.0010791981836219874 0.0017806083447339486 0.0016203254322892751 0.0010025479890534627 0.0016388184523452526 0.0012724258239523239 0.0015074722466383924 0.00071866559848073573 0.0015143531598449996 0.0012354273854285791 0.0013563779958040824 0.0015179187823144598 0.0012458785460338104
leaf_weight=58 77 83 63 76 103 59 83 56 58 67 58 81 52 71 64 55 66 65 56 52 92 1080 52 60 89 63 53 62
leaf_count=58 77 83 63 76 103 59 83 56 58 67 58 81 52 71 64 55 66 65 56 52 92 1080 52 60 89 63 53 62
internal_value=0 0.000790833 0.00071268 0.00144141 0.000639141 0.00141703 0.00124713 0.000407676 0.00182614 0.000783789 0.000611241 0.000862604 0.00145022 0.00129775 0.000762522 0.00135154 0.00147377 0.0014849 0.00134232 0.00142423 0.0015052 0.00148905 0.000901159 0.00142338 0.00134798 0.00149069 0.00166391 0.00132604
internal_weight=0 704 627 2250 564 2116 346 217 134 347 114 280 1770 237 199 263 1533 1475 184 166 1291 1172 116 208 149 128 119 114
internal_count=2954 704 627 2250 564 2116 346 217 134 347 114 280 1770 237 199 263 1533 1475 184 166 1291 1172 116 208 149 128 119 114
is_linear=0
shrinkage=0.0032998


Tree=4773
num_leaves=30
num_cat=0
split_feature=4 3 3 43 14 10 3 4 3 4 43 42 42 3 52 42 52 4 51 3 4 157 52 157 157 52 42 402 42
split_gain=64.4786 23.2053 10.4237 6.08379 2.0314 1.89971 1.86109 1.84869 1.51191 1.35497 1.30116 1.19914 0.703696 1.04633 1.02064 0.989379 0.623899 0.523116 0.425776 0.410789 0.372184 0.359062 0.398477 0.355392 0.348473 0.322326 0.18664 0.16297 0.137311
threshold=0.31392000000000003 -0.06533499999999999 0.28833000000000003 -0.035884999999999993 0.073890000000000011 -1.0000000180025095e-35 0.13772500000000001 -0.40515499999999993 0.092005000000000017 0.052250000000000012 -0.09225499999999999 0.092860000000000012 0.090045000000000014 -0.10115999999999999 -0.24841999999999997 -0.094469999999999985 -0.064364999999999992 -9.4999999999999992e-05 0.041320000000000003 -0.11749 0.04105000000000001 -0.081534999999999982 -0.12005499999999998 -0.0094199999999999978 -0.085819999999999994 0.0030150000000000008 0.090295000000000014 0.050140000000000011 0.11876500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 9 -3 11 -5 17 12 -7 19 13 14 -1 -16 -12 -9 -10 -2 -19 24 -23 -14 -15 26 -11 28 -25
right_child=6 2 -4 7 -6 10 -8 8 18 25 16 -13 23 21 15 -17 -18 20 -20 -21 -22 22 -24 27 -26 -27 -28 -29 -30
leaf_value=0.0018647505945275586 0.0004742169001021448 0.00019382706353326319 -0.00020339503681629962 0.001861831280883265 0.0022359336843476804 0.0013129401080314493 -0.00052251017713857801 0.0011975463616272755 0.00075876311183714173 0.0014383076174308968 0.00041412911251241898 -0.00025423434028900649 0.0013363393262502104 0.0018327867630254498 0.001741725268828732 0.0011776365685640946 0.00090969559926099106 0.0017430267733114008 0.0011651001338168385 0.00011444024770529087 0.001397936709103769 0.0015480065190892997 0.0017936767587225875 0.0016345847117032587 0.0021690099788069222 0.0015781692319877698 0.0011772114079910872 0.0018083197191670489 0.0014503130646902687
leaf_weight=73 54 60 71 71 74 52 77 67 56 72 52 81 52 105 54 93 60 64 58 97 77 82 754 280 52 102 55 52 57
leaf_count=73 54 60 71 71 74 52 77 67 56 72 52 81 52 105 54 93 60 64 58 97 77 82 754 280 52 102 55 52 57
internal_value=0 0.00151493 0.000993527 0.00113132 0.00169821 0.000696985 -7.79373e-05 0.00137879 0.00127217 0.00167706 0.000880852 6.94631e-05 0.00171011 0.00175145 0.00154441 0.00138509 0.000679926 0.00143991 0.000965805 0.000243335 0.00155482 0.00179729 0.00176962 0.00159633 0.00194437 0.0014382 0.00132551 0.00163099 0.00160352
internal_weight=0 2645 688 617 1957 224 309 393 322 1883 164 232 1654 1213 220 147 112 208 114 151 141 993 836 441 157 229 127 389 337
internal_count=2954 2645 688 617 1957 224 309 393 322 1883 164 232 1654 1213 220 147 112 208 114 151 141 993 836 441 157 229 127 389 337
is_linear=0
shrinkage=0.0032998


Tree=4774
num_leaves=27
num_cat=0
split_feature=2 0 51 10 12 15 1 12 15 12 11 1212 49 0 50 13 12 50 16 13 1 12 12 1212 1 50
split_gain=0.489254 0.410588 0.370462 0.350808 0.310716 0.400328 0.334563 0.411975 0.598802 0.289018 0.498918 0.318441 0.275014 0.344537 0.271481 0.243229 0.215054 0.210959 0.208042 0.275095 0.247448 0.230876 0.192176 0.186323 0.138742 0.163817
threshold=0.11366500000000002 -0.22745499999999999 0.13831000000000002 -0.00189 -0.064689999999999984 -0.26361999999999991 0.12122500000000001 0.108115 -0.062134999999999989 0.085280000000000009 1.0000000180025095e-35 0.08468500000000001 -1.0000000180025095e-35 -0.11991499999999998 1.0000000180025095e-35 -0.066869999999999999 0.084235000000000018 0.089915000000000009 0.0048000000000000013 0.0066400000000000009 0.093100000000000002 0.085965000000000014 -0.081654999999999991 -0.0049949999999999986 0.094655000000000017 0.10874500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 22 5 -2 7 8 15 10 11 12 16 -14 18 -6 -5 -16 21 20 -20 -11 -3 -23 25 -19
right_child=2 3 -4 9 6 -7 -8 -9 -10 14 -12 -13 13 -15 17 -17 -18 24 19 -21 -22 23 -24 -25 -26 -27
leaf_value=-0.0050022779536216325 -0.0033621422814764188 -0.0094443641340788767 0.013808136500931776 0.015167396615318501 -0.0045033230191671705 0.016483312450263538 -0.012612362450927891 0.011901956380047513 -0.017072646941878249 -0.0031244801124759914 0.025759941920489703 0.021291926956235756 -0.0062050211349437582 0.0071094718249148422 0.019189061533045823 0.011467283926952952 0.0027636812108294013 0.0109028554893677 -0.0057047965176278571 0.0085659652385161773 0.0055891368687945257 0.014421225303045919 0.004690620917859557 0.0058906123340276102 0.014348233055387604 0.002390240834195873
leaf_weight=89 59 57 52 171 56 56 90 57 67 72 52 52 66 328 56 52 52 115 166 98 82 82 52 653 76 146
leaf_count=89 59 57 52 171 56 56 90 57 67 72 52 52 66 328 56 52 52 115 166 98 82 82 52 653 76 146
internal_value=0 0.0062085 0.000377239 0.00662919 -0.00121683 0.00628611 -0.00390204 -0.000515287 -0.00457003 0.00707779 0.0098638 0.00862554 0.00755512 0.00487457 0.00577734 0.00316959 0.0122831 0.00960114 0.00447244 0.00101381 -0.00196327 0.0059531 -0.00268459 0.00684477 0.00800256 0.00614789
internal_weight=0 2465 489 2376 437 115 322 232 175 2267 721 669 617 394 1546 108 223 393 1153 346 248 807 109 735 337 261
internal_count=2954 2465 489 2376 437 115 322 232 175 2267 721 669 617 394 1546 108 223 393 1153 346 248 807 109 735 337 261
is_linear=0
shrinkage=0.16829


Tree=4775
num_leaves=18
num_cat=0
split_feature=4 2 12 3 2 0 3 0 2 39 0 1427 0 3 49 3 2
split_gain=18.5486 8.24985 5.60777 1.81664 1.63028 1.5454 1.41847 1.0135 2.28641 0.902784 0.775716 0.640434 0.692402 0.643881 0.509561 0.400555 0.341823
threshold=0.31392000000000003 0.12068000000000001 -1.0000000180025095e-35 0.13772500000000001 0.15305000000000002 -0.18713499999999997 0.11269500000000002 -0.068669999999999995 0.096080000000000013 0.08955500000000001 -0.064179999999999973 0.081395000000000009 -0.15029999999999996 0.081495000000000012 -0.099194999999999992 -0.078994999999999982 0.11426500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 10 -2 11 8 -1 16 -3 12 13 -4 -14 -16 -7
right_child=3 4 6 -5 -6 9 -8 -9 -10 -11 -12 -13 14 -15 15 -17 -18
leaf_value=0.0016079415914129263 0.0012918568117798663 0.00069578552404288112 0.0020476455452450248 0.00021354717716612996 0.00033813122397051843 0.0010314712701723953 0.001066545880264342 0.00067944599352313603 0.0007794462597779685 0.00040261171591955827 0.001215665196052411 0.0019164852113396115 0.0012694987374796884 0.0016107033812596226 0.0016045493272055463 0.0014961503268253896 0.00067598976444699832
leaf_weight=69 53 52 65 78 56 57 58 67 77 87 80 65 63 88 1357 529 63
leaf_count=69 53 52 65 78 56 57 58 67 77 87 80 65 63 88 1357 529 63
internal_value=0 0.00147729 0.00152867 0.000655842 0.00081085 0.000788394 0.00157766 0.00101671 0.00117124 0.000659318 0.00101113 0.00159133 0.00158125 0.00179656 0.00156433 0.00157416 0.000845137
internal_weight=0 2626 2438 338 188 260 2225 213 146 207 132 2167 2102 153 1949 1886 120
internal_count=2964 2626 2438 338 188 260 2225 213 146 207 132 2167 2102 153 1949 1886 120
is_linear=0
shrinkage=0.0032998


Tree=4776
num_leaves=27
num_cat=0
split_feature=1 3 3 12 12 15 15 1 4 4 12 43 4 15 43 51 4 1 42 1446 1210 403 12 1 3 43
split_gain=24.2599 6.85405 3.56159 2.63028 1.65954 1.54606 1.30942 1.2581 1.0416 0.904529 0.796662 0.762876 0.741152 0.709961 0.61194 0.556116 0.45154 0.400191 0.363447 0.338251 0.340926 0.448381 0.3381 0.287332 0.275652 0.235168
threshold=0.10696000000000001 -0.063264999999999988 0.3148450000000001 -0.032329999999999991 0.12631000000000003 0.079600000000000018 -0.0044499999999999991 0.09258000000000001 0.31392000000000003 0.27258000000000004 0.083865000000000009 -0.049364999999999992 -0.42305999999999994 -0.13513499999999998 -0.07138499999999999 -0.080414999999999986 0.27644500000000005 0.13601500000000002 0.087325000000000014 0.086150000000000018 -0.0097899999999999984 -0.17184499999999997 0.085155000000000022 0.080320000000000016 -0.10859999999999999 -0.074874999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 11 7 5 6 9 -1 25 13 -7 17 15 22 -15 -8 -13 18 -3 20 21 -12 -5 -14 -22 -2
right_child=1 2 -4 4 -6 10 12 -9 -10 -11 19 16 23 14 -16 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 -27
leaf_value=0.0013542068582047294 0.001284228869877163 0.00042717180749353483 -5.5453614174301436e-05 0.0019580952653255302 0.00093269665484421488 0.0019036581410987665 0.0016220044790703581 0.00075769030592489673 0.00093722878700729475 0.001090284196498202 0.0019614928381210387 0.0010139919187978081 0.0011853835953945541 0.001550903084308479 0.0013457706249163804 0.0011781232113377066 0.00064561319211281466 0.00026916658318538257 0.00081762069656833732 0.0018305345652496802 0.0017580116434281821 0.0015885901980172716 0.0016090153621795696 0.00084085477312936102 0.001517663960377569 0.001580870881472852
leaf_weight=80 60 52 98 53 53 99 61 75 75 56 53 77 56 505 236 64 70 52 53 61 59 112 76 52 615 61
leaf_count=80 60 52 98 53 53 99 61 75 75 56 53 77 56 505 236 64 70 52 53 61 59 112 76 52 615 61
internal_value=0 0.000738077 0.000491256 0.00148211 0.00151128 0.00152547 0.00144319 0.0010658 0.00124413 0.00149899 0.00162089 0.000667614 0.00122126 0.00152526 0.00148562 0.00139502 0.000838813 0.000507095 0.000624591 0.00158975 0.0015722 0.00170858 0.00175271 0.00101983 0.00153876 0.00143407
internal_weight=0 598 402 2366 2211 2158 1159 155 196 926 999 304 233 870 741 125 147 157 105 900 839 165 129 108 674 121
internal_count=2964 598 402 2366 2211 2158 1159 155 196 926 999 304 233 870 741 125 147 157 105 900 839 165 129 108 674 121
is_linear=0
shrinkage=0.0032998


Tree=4777
num_leaves=27
num_cat=0
split_feature=3 2 43 30 0 3 43 2 3 16 16 0 15 43 3 1456 15 15 155 16 1211 13 160 2 13 16
split_gain=0.795006 0.32734 0.478554 0.416909 0.332742 0.413984 0.386523 0.30828 0.461272 0.29695 0.549093 0.412023 0.342387 0.285031 0.349773 0.268179 0.242605 0.238849 0.404432 0.226893 0.331233 0.18463 0.24543 0.183784 0.155702 0.151989
threshold=0.35004500000000011 0.092155000000000015 -0.22491499999999998 0.086220000000000019 -0.072849999999999984 -0.014254999999999999 -0.04133499999999999 0.083775000000000002 0.085090000000000013 -0.0088649999999999996 0.014185000000000001 -0.17127999999999996 -0.40166999999999992 -0.0035149999999999995 -0.080654999999999991 -0.063379999999999978 0.079600000000000018 -0.052984999999999997 0.11860500000000002 0.0054050000000000009 0.084720000000000004 -0.11210999999999999 -0.40957499999999997 0.086275000000000004 -0.073724999999999985 0.08215500000000002
decision_type=2 2 2 2 2 2 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 25 15 13 11 -11 -4 -13 14 -9 -1 17 24 -19 20 -17 -14 -23 -15 -12 -6
right_child=-2 2 9 -5 5 -7 -8 8 -10 10 16 12 21 23 -16 19 -18 18 -20 -21 -22 22 -24 -25 -26 -27
leaf_value=-0.0069603542855573861 -0.010223677290823066 -0.0070242192795156432 0.017538652416202522 -0.0051964012888996332 0.0049144014838512929 0.00071723743794398231 0.026244434701203655 0.0088069410933167766 0.024876265780208497 -0.013808584811217434 0.00067227990249725924 -0.0068089252182435729 -0.0017948730137896185 -0.0032718654810423228 0.021074312658721967 0.0087148474157836622 0.013955763999704765 -0.0079636165256789845 0.0092077086817411759 -0.0039850397524496053 -0.0051211975292696074 -0.0020178689185456609 0.010398557510820344 0.0071483316099631988 0.011591920517538374 0.017113654428195752
leaf_weight=53 82 96 103 65 56 52 85 555 52 54 62 54 54 80 75 384 62 110 60 61 56 52 328 119 93 61
leaf_count=53 82 96 103 65 56 52 85 555 52 54 62 54 54 80 75 384 62 110 60 61 56 52 328 119 93 61
internal_value=0 0.00657273 0.00433275 0.00801223 0.00852162 0.0141441 0.0175916 0.00752517 0.00948296 0.00539095 0.00208069 0.007858 0.00581107 0.00851523 0.0102702 0.00440855 0.00430244 0.00245536 -0.00189258 0.00561484 0.00694981 0.00738544 0.00869474 0.00295028 0.00723566 0.0112901
internal_weight=0 2882 1128 1754 1689 254 202 1435 881 1032 441 591 488 829 630 554 387 325 170 501 440 434 380 199 155 117
internal_count=2964 2882 1128 1754 1689 254 202 1435 881 1032 441 591 488 829 630 554 387 325 170 501 440 434 380 199 155 117
is_linear=0
shrinkage=0.16829


Tree=4778
num_leaves=14
num_cat=0
split_feature=10 16 4 11 0 1348 13 159 16 49 13 457 4
split_gain=0.775707 0.476437 0.346457 0.752204 0.376764 0.34781 0.262518 0.299426 0.525916 0.396575 0.247433 0.244031 0.181198
threshold=-0.00189 -0.088099999999999984 -0.5109999999999999 0.094855000000000009 0.080385000000000012 0.084895000000000012 -0.085744999999999988 0.041590000000000009 -0.08267999999999999 0.091005000000000016 -0.084964999999999985 -0.085584999999999981 -0.42305999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 7 9 -9 -4 -8 -12 -6
right_child=2 -3 3 -5 12 -7 10 8 -10 -11 11 -13 -14
leaf_value=-0.016462281921961995 -0.0069912192456748519 0.0015507505503867659 0.0069800934098393011 0.024673392709341827 0.0031491057600198935 -0.0075729605208473463 0.018697427014183327 0.0060011387500883669 -0.015729567843237278 -0.0066052257456044915 0.017862522472292447 0.0066518476942208768 -0.010205958519365269
leaf_weight=71 59 100 460 60 55 52 53 69 58 70 57 1740 60
leaf_count=71 59 100 460 60 55 52 53 69 58 70 57 1740 60
internal_value=0 -0.00591784 0.0057538 0.00602949 0.00561048 0.00603423 0.00631718 0.00342229 -0.00390897 0.00518242 0.00734429 0.00700844 -0.00380313
internal_weight=0 171 2793 2734 2674 2559 2507 657 127 530 1850 1797 115
internal_count=2964 171 2793 2734 2674 2559 2507 657 127 530 1850 1797 115
is_linear=0
shrinkage=0.16829


Tree=4779
num_leaves=27
num_cat=0
split_feature=4 12 12 150 51 16 16 51 11 12 49 49 150 14 16 43 11 11 42 42 4 16 49 42 43 4
split_gain=55.3237 15.0885 5.04901 3.65687 2.15565 1.81618 1.6637 1.40803 1.34226 1.05414 0.998975 0.981558 0.927252 0.864692 1.54506 0.581133 0.621512 0.515461 0.434737 0.368969 0.346578 0.339155 0.307603 0.195422 0.125351 0.103226
threshold=0.31392000000000003 0.056995000000000011 0.14472000000000004 0.084380000000000024 -0.10056999999999998 -0.077509999999999982 0.066010000000000013 0.080080000000000026 0.076235000000000011 0.095775000000000013 -0.073139999999999983 0.0060400000000000011 0.081245000000000026 -0.42227999999999993 -0.49353499999999995 -0.16318499999999997 1.0000000180025095e-35 0.077330000000000024 -1.0000000180025095e-35 0.094935000000000005 0.049545000000000006 -0.15381999999999998 -0.078789999999999985 0.11573500000000002 -0.03898999999999999 -0.026469999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 -1 7 11 -6 12 15 -5 -7 13 -2 -15 -3 20 18 24 -20 22 -22 -17 -21 25 -11
right_child=8 2 -4 10 5 6 -8 -9 -10 17 -12 -13 -14 14 -16 16 -18 -19 19 23 21 -23 -24 -25 -26 -27
leaf_value=0.0015975696511460883 0.00021661849613136808 0.0013192518723830989 0.00058831471879702336 0.00073687272149328055 0.0016972623064373078 0.00084316591969117933 0.0013261840717179944 0.00095757755490681986 0.00052601935297070547 0.0015846435723057401 0.00015792069257505693 0.00028792648881078236 0.00033880475719770022 7.395350059183841e-05 -0.00055356548727389441 0.0014420400212994504 0.0019294138867956472 0.0017743677932146394 0.0011174630760623734 0.0015197835078590662 0.0016451789889298509 0.0013070064402640527 0.0016885476140700325 0.001303162059709866 0.0016582275996139427 0.0013754115725300813
leaf_weight=86 57 52 53 82 59 98 53 54 54 61 54 54 56 82 89 60 101 63 55 111 76 59 1166 83 94 52
leaf_count=86 57 52 53 82 59 98 53 54 54 61 54 54 56 82 89 60 101 63 55 111 76 59 1166 83 94 52
internal_value=0 0.00146753 0.00159482 0.000975746 0.00113337 0.00100772 0.000822129 0.0013441 4.90908e-05 0.00162104 0.000507254 0.000646142 -4.14688e-05 -0.000135024 -0.000252444 0.00166523 0.00167752 0.00149205 0.00145297 0.00135899 0.0016588 0.00149765 0.00167651 0.00142729 0.00156584 0.00148867
internal_weight=0 2626 2086 540 404 318 205 113 338 2033 136 152 284 228 171 1514 1462 519 456 249 1361 135 1226 194 207 113
internal_count=2964 2626 2086 540 404 318 205 113 338 2033 136 152 284 228 171 1514 1462 519 456 249 1361 135 1226 194 207 113
is_linear=0
shrinkage=0.0032998


Tree=4780
num_leaves=14
num_cat=0
split_feature=4 0 1 447 10 4 3 0 1453 1 49 1 3
split_gain=0.552029 0.492937 0.364899 0.250731 0.3124 0.278849 0.405036 0.46151 0.304924 0.341423 0.168322 0.148864 0.0281901
threshold=0.51395000000000002 -0.092134999999999981 0.14804000000000003 0.089570000000000025 -0.083839999999999984 0.25367000000000006 0.08796000000000001 -0.14164999999999997 -0.057839999999999996 0.080320000000000016 0.065470000000000014 0.118385 0.13470000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 8 -8 -6 -10 11 -7 -9
right_child=1 -3 -4 -5 5 10 7 12 9 -11 -12 -13 -14
leaf_value=0.018077270003197501 0.0053182205940648245 -0.017211983104750819 0.020603395467416793 -0.0031589023719377561 -0.0028177015744605453 -0.0073561828028000419 0.024797576522243719 0.0048623289039490128 0.0081474777660881705 0.0036714023398697784 0.0072821410520154863 0.0036061368596425752 0.010080286231950631
leaf_weight=66 57 53 52 76 101 84 73 52 1427 732 70 60 73
leaf_count=66 57 53 52 76 101 84 73 52 1427 732 70 60 73
internal_value=0 -0.00552091 0.00661892 0.00635987 0.00662474 0.00634118 0.00684851 0.0141541 0.00620767 0.00663072 0.000505602 -0.00277607 0.00792399
internal_weight=0 110 2866 2814 2738 2672 2458 198 2260 2159 214 144 125
internal_count=2976 110 2866 2814 2738 2672 2458 198 2260 2159 214 144 125
is_linear=0
shrinkage=0.16829


Tree=4781
num_leaves=20
num_cat=0
split_feature=159 133 1 12 403 133 129 1454 49 159 16 16 15 51 1 12 12 159 0
split_gain=0.327393 0.28418 0.316037 0.374323 0.261675 0.309038 0.226475 0.280653 0.236964 0.317391 0.268339 0.540473 0.361969 0.207836 0.205382 0.193498 0.156615 0.184991 0.121022
threshold=-0.23203499999999996 0.11524500000000001 0.14195000000000002 -0.042789999999999988 -0.072664999999999993 0.50599500000000008 -0.048309999999999992 0.08141000000000001 0.082820000000000019 0.024100000000000003 0.073820000000000011 0.18879500000000002 0.084985000000000019 -0.018754999999999997 0.084955000000000017 0.094045000000000004 0.096055000000000015 -0.46940999999999994 -0.073374999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 6 -4 5 15 -2 8 10 13 12 -12 -8 -10 -9 -3 17 -1 -6
right_child=1 4 3 -5 18 -7 7 14 9 -11 11 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0085640140207275395 -0.0049222305079443026 0.0041889278722831488 -0.013682516915189536 0.0058715078505170134 -0.012267547997158025 0.012370642468639052 0.0026055611672612254 -0.010030512984846803 0.013093174086458912 0.018456848800607516 0.022668163625485804 0.0062262012416452401 0.0082206987084519657 0.0041595356342281013 0.0049149838949137659 -0.0075700958217155513 0.0047274547430921016 0.021648224456791994 -0.00090357587093043616
leaf_weight=59 55 93 53 58 55 73 941 52 117 97 73 255 498 202 52 69 57 65 52
leaf_count=59 55 93 53 58 55 73 941 52 117 97 73 255 498 202 52 69 57 65 52
internal_value=0 0.0046816 0.00531523 -0.00344891 0.000131568 0.00327783 0.00573138 0.00598837 0.00639552 0.0100145 0.00554249 0.00989102 0.00455006 0.00744177 -0.00254049 -0.000808455 0.0120744 0.0154372 -0.00676166
internal_weight=0 2795 2453 111 342 235 2342 2287 2183 416 1767 328 1439 319 104 162 181 124 107
internal_count=2976 2795 2453 111 342 235 2342 2287 2183 416 1767 328 1439 319 104 162 181 124 107
is_linear=0
shrinkage=0.16829


Tree=4782
num_leaves=27
num_cat=0
split_feature=1 12 1 12 2 14 1 0 15 11 0 1 51 12 49 1 133 2 160 12 133 15 132 12 1 0
split_gain=20.3151 2.95365 2.72374 3.73533 1.90051 1.05417 0.866423 0.793728 0.786604 0.738855 0.702373 0.65138 0.468352 0.842393 0.428754 0.571704 0.516734 0.395002 0.328724 0.316454 0.347712 0.2996 0.291947 0.289686 0.145344 0.100004
threshold=0.11374000000000002 -0.042789999999999988 0.091395000000000018 0.088825000000000015 0.11891500000000001 0.064610000000000015 0.14228000000000005 0.056895000000000008 -0.077474999999999988 0.082245000000000013 -0.18713499999999997 0.13831000000000002 -0.025069999999999999 -0.014854999999999998 -0.011165 0.079805000000000015 0.11330000000000001 0.10060500000000001 -0.073574999999999988 0.087805000000000008 0.083645000000000011 -0.011749999999999998 0.004745000000000001 -0.088189999999999977 0.094935000000000005 -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 2 2
left_child=2 6 5 10 8 7 23 14 -3 18 -4 -6 -12 -14 15 21 19 25 -5 20 -16 -1 -21 -2 -20 -18
right_child=1 4 3 9 11 -7 -8 -9 -10 -11 12 -13 13 -15 16 -17 17 -19 24 22 -22 -23 -24 -25 -26 -27
leaf_value=0.0015697673471496403 0.00067038581864262061 0.00087324917318638037 0.0012814741738694799 0.0016076696109953003 0.00079851240367643237 0.0018482178606729061 -3.2440705888553703e-06 0.0011450573969863586 0.0013938474552484081 0.0017839295757453649 0.0011393002039340346 0.00032606086990076544 0.00098738561778679407 0.00050941634393164646 0.0015311995918615162 0.0010537619101785517 0.0013394042534156027 0.0011378435626818544 0.0011720441012528873 0.0014534884933882024 0.0016931693435177531 0.0012683842157909856 0.0016761456749688245 0.00035377595089244423 0.0013909107610330382 0.0014949618759016324
leaf_weight=92 57 55 56 58 83 86 54 78 76 72 52 52 92 72 462 55 75 61 55 566 219 62 75 72 96 143
leaf_count=92 57 55 56 58 83 86 54 78 76 72 52 52 92 72 462 55 75 61 55 566 219 62 75 72 96 143
internal_value=0 0.000670028 0.00143189 0.00122685 0.0008921 0.00148932 0.000347042 0.00147295 0.00117554 0.00149389 0.000950843 0.000616792 0.000864961 0.00077776 0.00148706 0.00134491 0.0015056 0.00137532 0.0013938 0.00153306 0.00158334 0.00144866 0.0014796 0.000493946 0.00131142 0.00144161
internal_weight=0 449 2527 553 266 1974 183 1888 131 281 272 135 216 164 1810 209 1601 279 209 1322 681 154 641 129 151 218
internal_count=2976 449 2527 553 266 1974 183 1888 131 281 272 135 216 164 1810 209 1601 279 209 1322 681 154 641 129 151 218
is_linear=0
shrinkage=0.0032998


Tree=4783
num_leaves=20
num_cat=0
split_feature=4 3 123 2 4 3 34 2 160 155 3 124 4 457 3 4 158 2 2
split_gain=30.4137 8.83477 5.12733 2.135 2.68375 1.89232 1.44757 1.82852 0.741183 0.922612 2.46132 0.633433 0.598645 0.639901 0.59509 0.580006 0.503378 0.445754 0.240621
threshold=0.31392000000000003 0.28833000000000003 0.080635000000000012 0.099845000000000003 -0.40515499999999993 -0.082634999999999986 -1.0000000180025095e-35 0.11693000000000002 0.088710000000000011 0.082265000000000019 -0.08867499999999999 -0.083859999999999976 0.046185000000000004 0.088850000000000026 -0.078584999999999988 -0.14088999999999999 0.080235000000000015 0.15086000000000002 0.086545000000000025
decision_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 -2 -7 -8 9 10 -5 -4 13 15 -12 -6 18 -9 -14
right_child=5 -3 11 8 12 6 7 17 -10 -11 14 -13 16 -15 -16 -17 -18 -19 -20
leaf_value=0.0025565825695890972 0.0011821924656625388 0.000611659820415721 0.0010339602432055998 0.00093958342203998956 0.0016890617113005468 0.00012032249855573667 0.0012491543993452417 0.00068856767448915556 0.0020203670090483228 0.001957826287330375 0.0020202218370037467 0.0014811112863665971 0.0017642040388607804 0.001596431510013831 0.0016255944750658954 0.0019705718681702449 0.0020042015790673719 0.0002926331995891012 0.0014858290753382323
leaf_weight=76 85 63 73 56 86 52 55 78 70 86 52 67 82 57 229 1533 62 52 62
leaf_count=76 85 63 73 56 86 52 55 78 70 86 52 67 82 57 229 1533 62 52 62
internal_value=0 0.00183344 0.00186314 0.00189825 0.00194724 0.000759356 0.000607558 0.00074432 0.00170359 0.00165108 0.0015727 0.00124821 0.00192262 0.00194344 0.00169875 0.00195564 0.001753 0.000530465 0.00164459
internal_weight=0 2654 2591 2451 1958 322 237 185 493 423 337 140 1882 1676 281 1619 206 130 144
internal_count=2976 2654 2591 2451 1958 322 237 185 493 423 337 140 1882 1676 281 1619 206 130 144
is_linear=0
shrinkage=0.0032998


Tree=4784
num_leaves=22
num_cat=0
split_feature=4 2 2 0 0 4 49 0 0 2 2 4 2 12 159 0 0 4 12 0 12
split_gain=16.877 4.77232 3.88255 1.24041 1.1788 1.34953 1.09989 1.51075 1.0024 0.907881 0.887983 0.88527 0.751147 0.718354 0.516686 0.461556 0.440429 0.395486 0.311549 0.176201 0.1403
threshold=0.31392000000000003 0.11891500000000001 -1.0000000180025095e-35 -0.067969999999999989 -0.10185499999999999 0.51734000000000002 -0.026279999999999998 -0.14920999999999998 -0.084114999999999981 0.10060500000000001 0.11693000000000002 0.046185000000000004 0.14132000000000003 -1.0000000180025095e-35 0.084135000000000001 -0.10298499999999998 -0.16199999999999995 -0.46195999999999998 0.085685000000000025 -0.011064999999999998 0.096385000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 19 9 16 -3 15 -2 13 -10 -9 20 -4 -8 -15 -17 -6 -13
right_child=4 8 6 -5 5 -7 7 11 12 -11 -12 14 -14 17 -16 18 -18 -19 -20 -21 -22
leaf_value=0.0012168729059513635 0.0011426775779130335 0.00052068713176650042 0.0011809855175120723 0.00052523725349686782 0.00051916291488374297 3.8970705030180099e-05 0.0016574536292423754 0.0011346161906843392 0.0012800906756428123 0.00093167862169814676 0.00059830160475786366 0.0012499297411498718 0.00081549214618794577 0.0016969521141061001 0.0015195656204679338 0.0016737577983036449 0.002069639575719632 0.0014993866670233549 0.0013232821353558809 0.00077035596049396823 0.0010378152579192195
leaf_weight=53 59 52 76 61 70 63 58 57 78 66 74 115 75 122 73 63 58 1543 52 56 52
leaf_count=53 59 52 76 61 70 63 58 57 78 66 74 115 75 122 73 63 58 1543 52 56 52
internal_value=0 0.00140194 0.00144245 0.000847096 0.000601769 0.000433899 0.0014715 0.00149678 0.00091783 0.00126696 0.000840057 0.00147506 0.00105258 0.00150135 0.00128628 0.00138263 0.00186385 0.00151388 0.00151559 0.000631084 0.00118409
internal_weight=0 2654 2449 114 322 189 2335 2078 205 257 133 1962 153 1722 240 191 116 1665 115 126 167
internal_count=2976 2654 2449 114 322 189 2335 2078 205 257 133 1962 153 1722 240 191 116 1665 115 126 167
is_linear=0
shrinkage=0.0032998


Tree=4785
num_leaves=15
num_cat=0
split_feature=40 0 16 52 12 13 1447 4 13 43 50 1456 457 52
split_gain=0.532053 0.469345 0.62259 0.633991 0.514505 0.467307 0.381589 0.442873 0.305159 0.332767 0.235131 0.230131 0.131674 0.182838
threshold=0.0052450000000000005 -0.13619499999999998 -0.008069999999999999 0.087525000000000006 -0.096659999999999982 -0.16392499999999996 -0.085574999999999984 -0.020619999999999996 0.26746000000000009 -0.22491499999999998 -0.041284999999999995 -0.089134999999999978 0.084365000000000009 -0.036309999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 -1 7 -6 9 -8 -11 -12 13 -7
right_child=-2 4 -4 -5 6 12 8 -9 -10 10 11 -13 -14 -15
leaf_value=-0.012993276695506973 -0.0062018619263611375 0.023832867234774513 -0.012609773823537328 0.019857552529396836 -0.013177126542838485 0.0099442067218808491 -0.0014211560396308386 0.0087799343746952242 0.020089926582467818 0.00019395641670362924 0.017661390796515433 0.0083772682961636476 0.01181906491563612 -0.002100653980129014
leaf_weight=52 85 58 69 65 52 56 103 52 60 96 79 1987 56 98
leaf_count=52 85 58 69 65 52 56 103 52 60 96 79 1987 56 98
internal_value=0 0.00729638 0.00190934 0.0049785 0.00815342 0.00128028 0.00777829 -0.00218132 0.00822456 0.00790946 0.00835481 0.00873315 0.00482323 0.00226763
internal_weight=0 2883 396 327 2487 262 2429 104 2325 2265 2162 2066 210 154
internal_count=2968 2883 396 327 2487 262 2429 104 2325 2265 2162 2066 210 154
is_linear=0
shrinkage=0.16829


Tree=4786
num_leaves=21
num_cat=0
split_feature=48 40 15 13 0 4 48 40 4 2 43 1447 51 51 4 0 15 4 40 42
split_gain=0.464208 0.348592 0.385564 0.529702 0.447353 0.438597 0.346171 0.336612 0.330523 0.725555 0.294578 0.267551 0.253767 0.341993 0.312362 0.224111 0.223932 0.128331 0.12467 0.115531
threshold=0.13991500000000004 1.0000000180025095e-35 -0.13783499999999996 -0.15462999999999996 -0.099704999999999974 -0.111135 0.090835000000000013 -0.051069999999999997 0.03851000000000001 0.095850000000000005 -0.049999999999999996 -0.085574999999999984 -0.095009999999999983 -0.08569499999999998 -0.17568999999999999 -0.11214999999999999 -1.0000000180025095e-35 0.50027500000000014 -0.077474999999999988 0.084145000000000011
decision_type=2 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 10 -7 9 -9 18 -6 16 -14 -15 -10 19 -12 -5 -13
right_child=-2 -3 4 6 11 7 -8 8 15 -11 17 12 13 14 -16 -17 -18 -19 -20 -21
leaf_value=0.025910581149246294 -0.0088934533047387455 -0.0041327432870767698 0.014627614294842575 0.0043048378019454906 -0.0020077986820936514 0.0099151269709781102 0.017552597055342192 -0.00016216322585247244 0.0056901126213279715 -0.025330323545332368 0.0054574221860754909 0.01085318897838141 0.021166081517302669 0.015359852269853732 0.0067123400060714235 -0.0072334822968926011 -0.0053499935896883536 0.016480661582009976 -0.0071811335709002638 0.0020878772563103711
leaf_weight=60 60 92 55 55 96 61 89 84 110 53 62 69 53 129 1480 58 78 59 52 113
leaf_count=60 60 92 55 55 96 61 89 84 110 53 62 69 53 129 1480 58 78 59 52 113
internal_value=0 0.00604934 0.00638263 0.0113959 0.00560698 0.000612319 0.00864303 -0.0014889 -0.00377559 -0.00991187 0.00515729 0.00664808 0.00708136 0.00784662 0.00740676 0.0012177 0.0021827 0.0108472 -0.00126034 0.00542086
internal_weight=0 2908 2816 377 2439 421 317 366 305 137 228 2018 1922 1662 1609 168 260 121 107 182
internal_count=2968 2908 2816 377 2439 421 317 366 305 137 228 2018 1922 1662 1609 168 260 121 107 182
is_linear=0
shrinkage=0.16829


Tree=4787
num_leaves=27
num_cat=0
split_feature=1 3 4 4 1 51 1 15 4 40 1 3 3 4 4 15 150 133 1 4 1 3 4 15 49 133
split_gain=22.7101 3.73909 1.81031 1.13124 1.10887 1.06198 0.956355 0.820395 0.718833 0.664905 0.606945 0.52307 0.807948 0.492308 0.480734 0.407632 0.395799 0.35859 0.567356 0.625828 0.356135 0.351951 0.221721 0.159976 0.109637 0.0943362
threshold=0.10398500000000001 -0.053364999999999996 0.27120500000000008 -0.061939999999999988 0.090485000000000024 -0.023999999999999997 0.121715 -0.12272499999999999 0.046185000000000004 -0.08440499999999998 0.11121000000000002 -0.14186499999999996 -0.10859999999999999 -0.39175499999999991 0.25367000000000006 -0.093959999999999988 0.082085000000000019 0.084675000000000014 0.099250000000000019 -0.074729999999999977 0.10970000000000001 0.040040000000000006 0.064860000000000015 -0.0039399999999999991 0.086260000000000017 0.041800000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 -3 7 -5 14 24 11 -7 -11 -9 -13 -14 20 21 17 18 19 -6 -2 -12 -10 -21 -1 -24
right_child=1 3 -4 5 16 9 -8 8 22 10 15 12 13 -15 -16 -17 -18 -19 -20 23 -22 -23 25 -25 -26 -27
leaf_value=0.0018869513771189133 0.0011545239153300593 0.001029770232855273 0.00085795760683241907 0.00018461571962395459 0.0010458509548042214 0.00028056392669695458 0.00076559277559855017 0.0017519150414811772 0.0011648295356167851 0.0010102547109295285 0.00048157554816210765 0.0011463077209905974 0.0018201541974182266 0.0015088064662568969 0.00098698519877974018 0.00036538404424483871 0.0010744918181003009 0.0011646555831822765 0.0017000743257393313 0.0013401405187615887 0.0015166612636090195 0.00082272784557077614 0.0012946067083496181 0.0015904022576028716 0.0016842200145992543 0.0014753582906881257
leaf_weight=54 56 58 52 76 57 52 66 102 73 52 52 66 59 1283 60 55 62 75 63 57 66 93 63 61 79 76
leaf_count=54 56 58 52 76 57 52 66 102 73 52 52 66 59 1283 60 55 62 75 63 57 66 93 63 61 79 76
internal_value=0 0.000783361 0.0014682 0.00059987 0.00148242 0.000534161 0.00110729 0.00151563 0.00149621 0.000621432 0.00069163 0.00152162 0.00150491 0.00152252 0.001231 0.000608611 0.00131804 0.00136617 0.00142952 0.00133192 0.00135072 0.000700627 0.00131505 0.00146981 0.0017668 0.00139369
internal_weight=0 686 2282 438 2230 380 248 1855 1722 304 252 1510 1408 1342 182 200 375 313 238 175 122 145 212 118 133 139
internal_count=2968 686 2282 438 2230 380 248 1855 1722 304 252 1510 1408 1342 182 200 375 313 238 175 122 145 212 118 133 139
is_linear=0
shrinkage=0.0032998


Tree=4788
num_leaves=19
num_cat=0
split_feature=39 15 1 1186 52 158 48 10 160 34 2 151 3 2 4 4 4 42
split_gain=0.415914 0.521387 0.30755 0.426021 0.393117 0.385912 0.31207 0.617508 0.455419 0.641559 0.38034 0.377002 0.282035 0.287072 0.210899 0.17834 0.180135 0.165968
threshold=0.099350000000000008 -0.088484999999999994 0.077375000000000013 0.058190000000000006 0.50959500000000013 0.10485000000000001 -0.032929999999999994 -0.083839999999999984 0.083670000000000008 -0.05547499999999999 0.090990000000000015 -0.080604999999999996 -0.115685 0.083935000000000023 -0.088484999999999994 -0.082274999999999987 -0.081244999999999998 -0.077844999999999984
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 5 6 11 -8 9 -9 -10 -4 -1 -14 -15 17 -17 -16
right_child=1 -3 4 -5 -6 -7 7 8 10 -11 -12 -13 13 14 15 16 -18 -19
leaf_value=0.017464238133112906 0.004794400529557573 -0.015518130740659521 0.0046585421165467739 0.020634111025338402 0.016558380262706108 0.014561082886106733 0.019558922404153262 -0.013852747172275802 0.002625897071156911 0.0052506002552970459 -0.016463071326919078 -0.014373719813373331 -0.0028044053725070294 -0.0012944333373919284 0.0073413373463797676 -0.002517770261052002 0.0075373076987166315 0.017570174846449866
leaf_weight=73 96 57 56 71 71 86 66 53 58 811 60 62 84 75 86 53 954 96
leaf_count=73 96 57 56 71 71 86 66 53 58 811 60 62 84 75 86 53 954 96
internal_value=0 -0.00276127 0.00624041 0.00789832 0.00436935 0.00367668 0.00287235 0.00379718 0.00273601 0.00407667 -0.00706513 -0.00532623 0.00726072 0.00670682 0.00734032 0.00788649 0.00700631 0.0127466
internal_weight=0 153 2815 1492 1323 1252 1166 1048 982 864 118 118 1421 1348 1264 1189 1007 182
internal_count=2968 153 2815 1492 1323 1252 1166 1048 982 864 118 118 1421 1348 1264 1189 1007 182
is_linear=0
shrinkage=0.16829


Tree=4789
num_leaves=29
num_cat=0
split_feature=1 3 1 0 4 16 0 4 13 52 160 0 0 11 43 0 4 0 16 43 43 123 4 1 156 16 16 3
split_gain=22.9841 4.35793 2.67852 2.54004 1.48285 1.36236 1.18545 0.949752 0.850325 0.824536 0.808701 0.708928 0.698451 0.660548 0.637778 0.476971 0.403869 1.7753 0.399187 0.393101 0.298055 0.28152 0.272215 0.270823 0.230502 0.200736 0.166561 0.10405
threshold=0.10661000000000002 -0.053364999999999996 0.08845500000000002 -0.099704999999999974 -0.061939999999999988 -1.0000000180025095e-35 -0.14043999999999998 0.036605000000000006 -0.0073349999999999986 -0.26876499999999998 -0.53327999999999987 -0.042499999999999989 0.060910000000000006 1.0000000180025095e-35 -0.049364999999999992 -0.12851999999999997 -0.17568999999999999 -0.067664999999999989 -0.43708999999999992 0.0049250000000000014 -0.04133499999999999 0.088610000000000008 -0.0011699999999999998 0.092485000000000026 0.088735000000000022 0.41580500000000004 -0.005239999999999999 -0.076594999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 6 8 -3 14 13 10 -4 -2 -8 -11 22 -1 21 -16 -5 19 -9 20 23 -6 24 -18 -12 27 -24 -20
right_child=1 4 3 16 5 -7 7 18 -10 11 12 -13 -14 -15 15 -17 17 -19 25 -21 -22 -23 26 -25 -26 -27 -28 -29
leaf_value=0.0018035384744487714 0.0016674813631631074 0.0012524455319823421 0.00074409068406907893 0.0018158203870801439 0.00073785046434938671 0.00028727841238083892 0.0013293123167017727 0.0017175679761306593 0.0012669426508091952 0.00136137519479406 0.0017511300994026062 0.00090770207353906083 0.0014002752635825968 0.0022664124788080242 0.00077231240827384544 0.0011588555188359313 0.0014746057841204276 0.0009739723318206772 0.0014249301176760369 0.0014058969621872186 0.0018926704566622485 0.00040294790655249742 0.0019976443619587284 0.0017506645214868182 0.0015765478760321613 0.0015674473856805617 0.0017525825649690806 0.0012155231053471846
leaf_weight=78 54 52 53 70 58 84 56 64 96 103 1063 60 65 61 101 54 74 52 58 64 66 53 79 88 94 59 55 54
leaf_count=78 54 52 53 70 58 84 56 64 96 103 1063 60 65 61 101 54 74 52 58 64 66 53 79 88 94 59 55 54
internal_value=0 0.000935382 0.00165027 0.0014514 0.000731761 0.000654302 0.00171294 0.00168811 0.0010812 0.00131243 0.0017206 0.0011946 0.00173673 0.00200692 0.000770071 0.000907206 0.00158455 0.00153739 0.00149274 0.0016376 0.00170248 0.000578259 0.00175365 0.00162478 0.00173698 0.00140839 0.00189732 0.00132428
internal_weight=0 619 2349 563 402 350 1786 1647 149 217 1412 163 1356 139 266 155 414 344 235 292 228 111 1291 162 1157 171 134 112
internal_count=2968 619 2349 563 402 350 1786 1647 149 217 1412 163 1356 139 266 155 414 344 235 292 228 111 1291 162 1157 171 134 112
is_linear=0
shrinkage=0.0032998


Tree=4790
num_leaves=32
num_cat=0
split_feature=2 12 2 30 2 2 12 2 3 0 151 12 47 3 0 3 3 157 42 0 0 42 0 0 48 2 0 3 12 160 3
split_gain=27.5868 10.1608 4.24228 3.55464 3.65841 1.98144 1.03802 1.26118 2.45914 1.43393 1.02852 1.00507 0.733431 0.71428 0.596403 0.811321 0.518475 0.398425 0.30535 0.317698 0.671661 0.293624 0.383227 0.321731 0.282777 0.261555 0.476843 0.261376 0.25917 0.190881 0.170583
threshold=0.12414000000000001 1.0000000180025095e-35 0.16993500000000003 0.083930000000000018 0.10523 -0.0098549999999999974 0.092755000000000018 0.085730000000000015 -0.099169999999999994 -0.11991499999999998 -0.03268999999999999 0.093910000000000007 0.077735000000000012 -0.080349999999999991 -0.064994999999999983 0.088880000000000015 1.0000000180025095e-35 -0.07692499999999998 -0.097789999999999988 0.11737000000000002 -0.051394999999999989 0.085695000000000007 -0.085674999999999987 -0.082634999999999986 0.089885000000000007 0.098180000000000003 -0.080499999999999988 0.12955000000000003 0.094115000000000018 -0.082244999999999985 -0.083319999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 4 5 -1 7 8 -3 -9 -6 27 14 21 15 -7 -12 29 -8 20 25 23 -23 -10 30 28 -27 -2 -20 -11 -19
right_child=2 6 -4 -5 10 12 18 9 13 17 16 -13 -14 -15 -16 -17 -18 24 19 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 -32
leaf_value=0.00089642016834730646 0.00034370097351327889 0.0023926178891328742 -0.00027940221116509419 0.00049767265017999654 0.00045750088640638932 0.0015142952831148509 0.0017085313854910964 0.0010539186912449329 0.0016107346023497367 0.0016273165164225659 0.00075024798069664184 0.00094382749402097967 0.0018852454386298449 0.0014513301278991399 0.0017200692812632747 0.0010107970325027725 0.0011841051603832514 0.0016579879215709796 0.0013567293476690505 0.0017280590230143427 0.0011083834389963448 0.0020431169165912658 0.0017299115885612097 0.0018761197733737425 0.0013366777768877936 0.0011315704549205257 0.0015070856732547096 0.00062294916338207829 0.0015855243883557781 0.0018762252959104774 0.0015248286426105832
leaf_weight=64 71 63 69 86 54 105 76 55 180 64 52 83 55 102 67 53 73 231 68 55 54 77 102 72 54 55 118 77 317 80 214
leaf_count=64 71 63 69 86 54 105 76 55 180 64 52 83 55 102 67 53 73 231 68 55 54 77 102 72 54 55 118 77 317 80 214
internal_value=0 0.00149423 0.000438213 0.00112006 0.00122234 0.00142156 0.00160608 0.00166278 0.00177472 0.00156716 0.000839263 0.000652719 0.00154147 0.00170161 0.00145728 0.00134562 0.0010039 0.00161101 0.00150726 0.00148428 0.00146231 0.00176076 0.00186484 0.0016867 0.00156625 0.0014965 0.00138791 0.000489224 0.00154521 0.00176584 0.00159403
internal_weight=0 2646 300 609 523 344 2037 1294 596 698 179 231 280 533 225 158 125 643 743 667 612 431 179 252 499 558 173 148 385 144 445
internal_count=2946 2646 300 609 523 344 2037 1294 596 698 179 231 280 533 225 158 125 643 743 667 612 431 179 252 499 558 173 148 385 144 445
is_linear=0
shrinkage=0.0032998


Tree=4791
num_leaves=29
num_cat=0
split_feature=2 12 2 2 150 2 15 41 15 0 0 0 51 15 402 2 43 475 11 2 43 1211 0 12 15 0 15 43
split_gain=27.1987 14.8124 2.43569 3.35445 2.4022 2.23942 2.10184 1.75339 1.6214 1.50136 1.07392 1.03644 0.980093 0.925024 0.864488 0.705297 0.703988 0.673852 0.511873 0.70044 0.835052 0.588052 0.477406 0.559183 0.468765 0.312598 0.280027 0.377445
threshold=0.13554000000000002 1.0000000180025095e-35 0.10523 0.072175000000000017 0.083435000000000023 0.16730000000000003 -0.028079999999999997 0.075585000000000013 -0.0039399999999999991 -0.021574999999999997 -0.052874999999999998 -0.14104999999999998 -0.097124999999999989 -0.19153499999999998 0.050140000000000011 0.093320000000000014 -0.073404999999999984 -0.072624999999999981 1.0000000180025095e-35 0.088855000000000003 -0.020604999999999995 1.0000000180025095e-35 -0.10462499999999998 0.089435000000000014 -0.11124499999999998 -0.072039999999999979 0.090465000000000004 -0.017474999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 25 10 14 11 16 13 -4 -5 -3 18 -14 -1 -15 19 21 -21 -8 24 -24 -19 -2 27 -16
right_child=5 6 8 4 -6 -7 7 -9 -10 -11 -12 -13 15 17 26 -17 -18 22 -20 20 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=0.0010445268589492802 0.00052526659824631363 0.0021648365139095476 0.00060815022638086556 0.0022265072669830754 0.0011077402877077869 2.2786944278549774e-05 0.0019372743259220969 0.0024653479146960408 0.0015096528812248268 0.00064794600160571203 0.0012799845782845154 0.0011187898477279996 0.0019507786551827206 0.001966932530303445 0.0023987796682159884 0.001466110175420126 0.0015555835033160437 0.0016794356676912811 0.0021039841504407759 0.0018524919336608656 0.0015058382860328873 0.0016564234178371676 0.0018536985877319362 0.0016084842929388352 0.0012361644729378385 0.00084714109722761023 0.0018817331750817657 0.0020451848781305793
leaf_weight=62 52 52 94 55 63 73 569 62 52 60 61 81 64 92 52 69 57 53 86 181 133 97 174 254 53 93 53 99
leaf_count=62 52 52 94 55 63 73 569 62 52 60 61 81 64 92 52 69 57 53 86 181 133 97 174 254 53 93 53 99
internal_value=0 0.00170611 0.00127423 0.0014204 0.00166678 0.000494642 0.0018431 0.0019216 0.000997183 0.00107473 0.00170155 0.000844705 0.00185394 0.00173943 0.00189503 0.0016996 0.00128961 0.00170403 0.00185708 0.00183537 0.00170577 0.00189642 0.00165867 0.00170826 0.00145813 0.000731953 0.0020932 0.00216719
internal_weight=0 2728 657 430 251 218 2071 1332 227 179 739 175 188 678 1270 133 119 626 1066 980 314 666 534 428 106 145 204 151
internal_count=2946 2728 657 430 251 218 2071 1332 227 179 739 175 188 678 1270 133 119 626 1066 980 314 666 534 428 106 145 204 151
is_linear=0
shrinkage=0.0032998


Tree=4792
num_leaves=24
num_cat=0
split_feature=4 39 51 51 150 0 43 4 0 4 16 160 1212 51 0 43 147 0 0 51 16 16 16
split_gain=16.9068 5.08666 2.17768 1.015 0.993934 1.09647 0.890734 0.862616 0.807789 0.758202 0.67392 1.39334 0.634672 0.660597 0.743644 0.573873 0.457557 1.08677 0.87154 0.41067 0.285964 0.27809 0.222367
threshold=0.31392000000000003 0.0047850000000000011 0.078960000000000016 0.041320000000000003 0.083680000000000018 -0.14164999999999997 -1.0000000180025095e-35 -0.082619999999999985 -0.052874999999999998 -0.0018749999999999997 -0.53870999999999991 -0.068619999999999987 0.039445000000000008 -0.11756999999999999 1.0000000180025095e-35 0.0066850000000000008 0.087170000000000011 -0.14867499999999997 -0.12259499999999998 0.10934000000000001 -0.078829999999999983 -0.43491999999999992 -0.081324999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 9 5 -4 19 12 16 -3 -2 -12 13 -1 20 -8 17 -9 -19 -7 -15 -13 -14
right_child=10 3 4 -5 -6 6 15 8 -10 -11 11 21 22 14 -16 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0018090434177482865 0.0008270834282935889 0.00083381499619409704 0.001692056565225505 0.00054465015923693043 0.00082591611672375739 0.0015272835069974823 0.00069982350545769417 0.0019115964335283595 0.0011187693988957191 0.001261900953395292 0.00079886292497130605 0.00044609097081502934 0.0016589618990142049 0.0014660011942191681 0.0012078884491093635 0.0011903324906315049 0.0011529652158563325 0.0010151790478435258 0.0014534352040713378 0.0011709946839461786 0.001708616839467542 0.00015174559994030417 0.0019677594301282164
leaf_weight=72 79 94 55 60 68 70 53 55 90 88 89 60 55 145 94 52 58 52 1258 74 88 85 52
leaf_count=72 79 94 55 60 68 70 53 55 90 88 89 60 55 145 94 52 58 52 1258 74 88 85 52
internal_value=0 0.00137438 0.00142055 0.00091808 0.00118805 0.00126893 0.00117533 0.00146337 0.0014237 0.001041 0.000562965 0.000473646 0.00158194 0.00152087 0.00145731 0.000943078 0.00144296 0.00145525 0.00143607 0.00134444 0.00155778 0.000273787 0.00180936
internal_weight=0 2633 2391 242 372 304 249 2019 1513 182 313 234 506 399 327 105 1423 1365 1310 144 233 145 107
internal_count=2946 2633 2391 242 372 304 249 2019 1513 182 313 234 506 399 327 105 1423 1365 1310 144 233 145 107
is_linear=0
shrinkage=0.0032998


Tree=4793
num_leaves=28
num_cat=0
split_feature=2 4 1212 159 2 43 11 474 8 2 4 43 133 4 15 15 2 484 474 48 48 43 1211 42 42 156 4
split_gain=1.34549 0.420897 0.640235 0.302383 0.296995 0.445804 0.4611 0.296012 0.329509 0.482606 0.441268 0.53756 0.433206 0.364139 0.299985 0.259092 0.258146 0.242726 0.34191 0.232716 0.332687 0.210495 0.207411 0.199862 0.13555 0.141411 0.113809
threshold=0.13554000000000002 -0.082619999999999985 0.039445000000000008 0.089285000000000017 0.072175000000000017 0.0046950000000000004 0.079225000000000004 0.023345000000000001 1.0000000180025095e-35 0.08647500000000001 -0.008454999999999999 -0.03898999999999999 -1.0000000180025095e-35 -0.023394999999999996 -0.096164999999999987 0.10189000000000002 0.10179000000000001 0.085790000000000019 0.087710000000000024 0.118025 0.091690000000000008 -0.057539999999999994 1.0000000180025095e-35 -0.0092949999999999994 0.080725000000000005 0.083785000000000012 -0.014854999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 21 -1 6 24 8 9 10 13 14 -13 22 -12 19 -17 18 -9 20 -11 -2 -3 -4 25 -6 -20
right_child=3 7 23 -5 5 -7 -8 17 -10 15 11 12 -14 -15 -16 16 -18 -19 26 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0013576916226683106 0.0011459023778830105 0.012989413576675535 0.019589895062107603 0.0064919321039305236 0.014699900898490083 -0.00092379499327579996 0.0054039285524017048 0.027607994976750368 -0.0038007617959587218 0.0051405871638579032 0.001260484940004043 0.014313458599681059 0.034107260291157911 -0.0028933721910870368 0.016248596639501841 0.0057444007292050221 0.020838732131461778 0.0077967920340270263 0.018933016424432549 -0.0050730064594940571 0.014647392094406532 -0.01185865006495552 0.0022932940404483682 0.03347476181886952 0.026316672726615267 0.02463318960542963 0.0087804943602258143
leaf_weight=66 55 288 70 66 174 53 96 68 57 729 57 55 74 62 114 60 70 103 53 52 122 97 63 52 57 54 79
leaf_count=66 55 288 70 66 174 53 96 68 57 729 57 55 74 62 114 60 70 103 53 52 122 97 63 52 57 54 79
internal_value=0 0.0107275 0.0145794 -0.00300552 0.0119057 0.0135056 0.0155176 0.00958894 0.00876849 0.00917986 0.0125506 0.0174692 0.025682 0.00897346 0.0112631 0.00685154 0.0138859 0.0144651 0.0178902 0.00583685 0.0065056 -0.00714124 0.0110747 0.0255228 0.018918 0.0170604 0.0128705
internal_weight=0 2728 622 218 500 434 381 2106 1803 1746 713 300 129 413 171 1033 130 303 200 903 851 152 351 122 285 228 132
internal_count=2946 2728 622 218 500 434 381 2106 1803 1746 713 300 129 413 171 1033 130 303 200 903 851 152 351 122 285 228 132
is_linear=0
shrinkage=0.16829


Tree=4794
num_leaves=18
num_cat=0
split_feature=2 390 402 3 484 0 475 484 157 156 13 158 158 4 159 2 3
split_gain=0.930741 0.304093 0.339018 0.497801 0.297 0.3631 0.446924 0.310176 0.259083 0.393368 0.301905 0.30131 0.361502 0.235805 0.209151 0.12487 0.0598574
threshold=0.13554000000000002 0.086130000000000012 0.086825000000000013 -0.085784999999999986 0.088465000000000016 -0.085674999999999987 -0.008964999999999999 0.085835000000000009 -0.077764999999999987 0.085805000000000006 -0.083914999999999976 0.085745000000000002 0.11679000000000002 -0.082274999999999987 0.089285000000000017 0.087515000000000023 0.095880000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 7 -6 -7 8 9 10 -1 13 -13 -10 16 -5 -2
right_child=14 -3 3 15 5 6 -8 -9 11 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=0.017509768250242135 -0.0089896614404133858 -0.0037978724348426774 0.025015170059811066 0.01326236218083734 0.023545932593224472 0.019705669911423342 3.9044622454574342e-05 -0.0043648229825651768 0.010380174482655659 0.022187954700885665 0.00075031145150205908 0.018248721910599196 0.0034795446206916563 0.0057991542785753199 0.0053994062159140235 0.0036844509649829088 -0.0022399103061710559
leaf_weight=52 83 52 91 97 80 61 71 56 424 92 74 149 69 1295 66 65 69
leaf_count=52 83 52 91 97 80 61 71 56 424 92 74 149 69 1295 66 65 69
internal_value=0 0.00892391 0.00917179 0.0150431 0.00855799 0.0145853 0.00914102 0.00797925 0.00830086 0.0138115 0.00768117 0.00767973 0.0135823 0.00693013 -0.00249695 0.00943046 -0.00593745
internal_weight=0 2728 2676 253 2423 212 132 2211 2155 218 126 1937 218 1719 218 162 152
internal_count=2946 2728 2676 253 2423 212 132 2211 2155 218 126 1937 218 1719 218 162 152
is_linear=0
shrinkage=0.16829


Tree=4795
num_leaves=12
num_cat=0
split_feature=10 16 158 3 3 151 0 16 16 0 156
split_gain=0.919493 0.645288 0.312623 0.26649 0.276601 0.287278 0.288282 0.442585 0.558207 0.231705 0.199638
threshold=-1.0000000180025095e-35 -0.090964999999999976 -0.41348999999999997 0.31819000000000003 0.12955000000000003 0.10280000000000002 -0.021574999999999997 0.022165000000000004 0.20277000000000003 -0.23395499999999997 0.091235000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 9 -8 -9 -4 -11
right_child=2 -3 3 -5 -6 -7 7 8 -10 10 -12
leaf_value=-0.017682414221931262 0.017387063087831105 0.0031574636934725378 0.018567937690354867 -0.0043433921585315513 0.016152955611290147 -0.0041963706634155183 -0.0086895727609554389 0.019911002413554226 -0.0002944725376548841 0.0077834698697341635 0.00078397623235478063
leaf_weight=72 82 101 54 59 92 66 80 58 116 2022 123
leaf_count=72 82 101 54 59 92 66 80 58 116 2022 123
internal_value=0 -0.0055054 0.00713778 0.00682234 0.00707533 0.00674308 0.00703815 0.0016611 0.00643036 0.00765842 0.00738294
internal_weight=0 173 2752 2670 2611 2519 2453 254 174 2199 2145
internal_count=2925 173 2752 2670 2611 2519 2453 254 174 2199 2145
is_linear=0
shrinkage=0.16829


Tree=4796
num_leaves=19
num_cat=0
split_feature=15 3 12 15 12 15 3 3 43 43 43 13 148 0 13 51 483 43
split_gain=19.2156 10.1529 5.40769 2.55535 1.61664 1.32543 1.59776 1.25176 0.969544 1.63802 0.91764 0.665834 0.616163 1.26573 0.600234 0.528686 0.428062 0.325014
threshold=-0.24211499999999997 0.110335 -1.0000000180025095e-35 -0.43587999999999999 0.11697000000000002 -0.033234999999999994 -0.14186499999999996 0.28833000000000003 -0.031974999999999996 -0.090344999999999995 -0.049999999999999996 -0.019539999999999998 -0.043434999999999994 -0.14164999999999997 -0.091849999999999987 -0.40775499999999992 -0.055019999999999993 -0.057539999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 10 5 6 -4 -3 9 -2 -1 -11 -7 -14 -15 -8 -17 -6
right_child=1 7 4 -5 17 12 15 -9 -10 11 -12 -13 13 14 -16 16 -18 -19
leaf_value=0.0005197124560968881 0.0014335663816431885 0.00094142841943919856 0.00095209557612155543 5.8027864900651761e-05 0.0010366722763798133 0.00136482394352145 0.0012844703244127423 0.00035631854111451875 0.0013964485233099479 0.001017519293486726 0.001019317485616379 0.00051972288219142139 0.0021125839162548137 0.0014494606077828664 0.0016932886045582618 0.0018674998497632028 0.0015535447677976944 0.001398428421835589
leaf_weight=80 53 99 53 83 58 66 75 67 77 52 81 68 75 124 1148 53 560 53
leaf_count=80 53 99 53 83 58 66 75 67 77 52 81 68 75 124 1148 53 560 53
internal_value=0 0.00149628 0.00154846 0.000528805 0.00159932 0.00161939 0.00150589 0.000705482 0.00108745 0.00094972 0.000771285 0.000735728 0.00167888 0.00169424 0.00166955 0.0015485 0.00158075 0.00120972
internal_weight=0 2681 2515 244 2265 2154 741 166 250 173 161 120 1413 1347 1272 688 613 111
internal_count=2925 2681 2515 244 2265 2154 741 166 250 173 161 120 1413 1347 1272 688 613 111
is_linear=0
shrinkage=0.0032998


Tree=4797
num_leaves=22
num_cat=0
split_feature=3 2 42 2 1 51 475 156 42 3 1447 3 2 128 457 475 3 50 3 42 475
split_gain=0.709758 0.470308 0.329728 0.311461 0.494489 0.681866 0.543842 0.440023 0.630376 0.291294 0.271517 0.246253 0.245461 0.239238 0.202044 0.221477 0.188215 0.190286 0.151082 0.13968 0.133128
threshold=0.3148450000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.084745000000000015 0.077690000000000023 0.11444000000000001 -0.085324999999999984 0.087120000000000017 0.097255000000000022 -0.043609999999999989 -0.084999999999999978 -0.036264999999999992 0.085465000000000013 0.098400000000000015 0.041025000000000006 -0.084924999999999987 -0.077664999999999998 0.10439500000000002 -0.015979999999999998 0.096935000000000007 -0.026384999999999995
decision_type=2 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 9 11 6 -6 8 -8 10 -3 12 -5 16 15 -14 17 -12 -1 -18 -9
right_child=-2 3 -4 4 5 -7 7 20 -10 -11 13 -13 14 -15 -16 -17 19 -19 -20 -21 -22
leaf_value=-0.00071332336004869504 -0.0082331105334882155 -0.0016843491815934169 0.0085306394357368559 -0.0017912978643619454 0.015409951905019202 0.017979386736250678 -0.0080537576761608356 0.0019663747277830243 0.010402234688858017 0.021468991527904133 0.011841611291795071 0.016116506099909854 -0.00073231219936278728 0.0015335376838072838 0.016029255362090818 0.008173917828794227 0.010844444503015702 0.02271529504684474 -0.012506844367276811 -0.00042131696158817728 0.013493216734539626
leaf_weight=65 91 58 64 76 59 69 288 62 64 61 397 101 86 78 84 933 68 52 59 57 53
leaf_count=65 91 58 64 76 59 69 288 62 64 61 397 101 86 78 84 933 68 52 59 57 53
internal_value=0 0.00685751 -0.0012676 0.00743548 0.00626221 0.00224953 0.000182694 -0.00173725 -0.00469302 0.0102864 0.00932316 0.00812607 0.00744004 0.0103051 0.00807774 0.0074205 0.0114939 0.0131049 -0.00633925 0.00569288 0.00729437
internal_weight=0 2834 188 2646 1875 595 526 467 352 771 710 1280 1179 652 1103 1019 574 449 124 125 115
internal_count=2925 2834 188 2646 1875 595 526 467 352 771 710 1280 1179 652 1103 1019 574 449 124 125 115
is_linear=0
shrinkage=0.16829


Tree=4798
num_leaves=10
num_cat=0
split_feature=9 9 1210 1210 48 151 39 150 11
split_gain=0.750162 0.364441 0.286142 0.402549 0.269155 0.281273 0.286185 0.3236 0.255973
threshold=-0.085894999999999985 0.09011000000000001 -0.074724999999999986 -0.08861999999999999 -0.088899999999999993 0.090670000000000014 0.10096000000000001 0.11456000000000001 0.088630000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 6 7 8 -6
right_child=1 -3 4 -5 5 -7 -8 -9 -10
leaf_value=-0.014328900676499045 0.0047754273243192924 -0.0071725284088004519 0.016555933040980325 0.023357813715148185 0.0053442787955925728 -0.0043659705714302116 -0.0030403907049167075 0.017293926335220807 0.015162099452594859
leaf_weight=54 70 61 62 63 2282 82 103 70 78
leaf_count=54 70 61 62 63 2282 82 103 70 78
internal_value=0 0.00568306 0.00596277 0.0135911 0.0055831 0.00532225 0.0056366 0.00600513 0.00566953
internal_weight=0 2871 2810 133 2677 2615 2533 2430 2360
internal_count=2925 2871 2810 133 2677 2615 2533 2430 2360
is_linear=0
shrinkage=0.16829


Tree=4799
num_leaves=15
num_cat=0
split_feature=9 10 159 1447 2 0 484 393 13 2 1213 15 159 0
split_gain=0.52652 0.280476 0.232779 0.37538 0.347461 0.543974 0.503514 0.346843 0.285815 0.406985 0.250818 0.094142 0.1772 0.0862357
threshold=-0.08577499999999999 -0.11133 -0.085534999999999986 -0.085124999999999992 0.08895500000000002 -0.23215999999999995 0.090940000000000007 0.084330000000000016 -0.098524999999999988 -0.0098549999999999974 0.084595000000000017 0.087010000000000018 -0.41771999999999992 -0.087809999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 11 -4 6 -6 8 10 -5 -10 -7 12 -3 -14
right_child=1 2 3 4 5 7 -8 -9 9 -11 -12 -13 13 -15
leaf_value=-0.011587891540777948 -0.0056214814931680483 0.01380333597726501 -0.0075856956646998082 0.015744860773045821 -0.014057690911947581 0.0047864789532272196 0.021722312064003289 -0.0097449856279896094 -0.0049687455733833531 0.0063392635786122175 -0.0067663832290009839 0.013680079404031376 0.0071253149938499535 -0.0016489058805056573
leaf_weight=57 72 76 71 80 52 1029 61 53 99 989 56 99 78 53
leaf_count=57 72 76 71 80 52 1029 61 53 99 989 56 99 78 53
internal_value=0 0.00473773 0.00500513 0.00446546 0.00481991 0.00276764 0.00680559 0.00353804 0.00602501 0.00530867 0.00418855 0.00939072 0.00733061 0.00356173
internal_weight=0 2868 2796 2490 2419 1190 1229 1138 1168 1088 1085 306 207 131
internal_count=2925 2868 2796 2490 2419 1190 1229 1138 1168 1088 1085 306 207 131
is_linear=0
shrinkage=0.16829


Tree=4800
num_leaves=12
num_cat=0
split_feature=1 9 14 124 376 124 13 1420 52 4 400
split_gain=0.465609 0.706165 0.23527 0.218296 0.413002 0.25351 0.216567 0.19019 0.185213 0.62902 0.405587
threshold=0.15028500000000003 0.091655000000000014 0.078275000000000025 -0.048219999999999992 0.084435000000000024 -0.087474999999999983 -0.41895499999999991 -0.052769999999999991 0.037045000000000002 -0.10023999999999998 -0.07718499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -5 -8 10 -10 -9
right_child=-2 -3 -4 6 -6 -7 7 8 9 -11 -12
leaf_value=0.00017613270653738837 -0.011772064935056869 0.021348523190250237 -0.0064044156012356551 0.013659499231143783 0.0070067565847063166 -0.01394628664872654 0.0109927530857197 -0.011000323563626889 0.020341510122008688 0.0034194414337270751 0.0022196399411688532
leaf_weight=65 62 58 80 56 88 80 83 69 67 882 1371
leaf_count=65 62 58 80 56 88 80 83 69 67 882 1371
internal_value=0 0.00296159 0.00258558 0.00284672 -0.00207754 -0.00760316 0.00330129 0.00306591 0.00278976 0.00461604 0.00158494
internal_weight=0 2899 2841 2761 233 145 2528 2472 2389 949 1440
internal_count=2961 2899 2841 2761 233 145 2528 2472 2389 949 1440
is_linear=0
shrinkage=0.16829


Tree=4801
num_leaves=16
num_cat=0
split_feature=1 9 132 131 3 160 4 160 132 11 43 1 13 4 403
split_gain=0.331801 0.545669 0.228885 0.696811 0.244045 0.294755 0.292436 0.263559 0.246417 0.281967 0.23546 0.209417 0.188378 0.183229 0.0889324
threshold=0.14860500000000001 0.091655000000000014 0.092880000000000004 0.092200000000000018 -0.16100499999999998 0.051580000000000008 0.0072100000000000003 0.085460000000000022 -0.14657499999999998 0.079225000000000004 -0.041049999999999996 0.10123500000000001 0.094890000000000016 0.066300000000000012 -0.15148499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 12 8 7 -7 -6 10 -10 -9 -1 -8 -5
right_child=-2 -3 3 14 5 6 13 11 9 -11 -12 -13 -14 -15 -16
leaf_value=0.017140216675479509 -0.0093213864713201713 0.018936813705596026 -0.019844619849314883 -0.0014252478292701332 0.010379746905501341 0.018979922142883812 -0.0080580362887140086 0.0096287046411417474 0.0033075798334495404 -0.010340172862944842 -0.0003576540310407545 -0.0024674573760293315 0.0041677430490563907 0.0051278897737391865 0.0077620252893219827
leaf_weight=55 69 56 53 57 83 63 52 160 937 60 1054 54 76 70 62
leaf_count=55 69 56 53 57 83 63 52 160 937 60 1054 54 76 70 62
internal_value=0 0.00248206 0.00215651 -0.00378929 0.00254107 0.00217385 0.00637348 0.00939742 0.00138779 0.00102303 0.00136637 0.00656801 0.00962792 -0.000477615 0.0033463
internal_weight=0 2892 2836 172 2664 2533 399 277 2134 2051 1991 214 131 122 119
internal_count=2961 2892 2836 172 2664 2533 399 277 2134 2051 1991 214 131 122 119
is_linear=0
shrinkage=0.16829


Tree=4802
num_leaves=27
num_cat=0
split_feature=3 3 43 43 0 13 13 39 132 41 48 16 1447 0 13 160 160 3 15 15 403 13 156 15 16 16
split_gain=21.9971 7.04123 2.42776 2.19748 1.84573 2.26178 1.32451 1.14112 1.13314 0.910109 0.849438 0.745943 0.716672 0.694274 0.529817 0.516425 0.718826 0.46348 0.412755 0.550496 0.395531 0.422011 0.3202 0.283538 0.388709 0.109648
threshold=-0.049204999999999992 0.30863500000000005 -0.033049999999999989 -0.22971499999999997 -0.064734999999999987 0.11238500000000001 -0.0087649999999999985 0.088755000000000014 0.081055000000000016 0.082560000000000008 -0.024949999999999996 -0.50720999999999983 -0.086059999999999984 -0.050704999999999993 -0.48634999999999995 -0.081494999999999998 0.052555000000000011 -0.076594999999999983 -0.11277999999999998 -0.050004999999999994 -0.53317999999999988 0.060680000000000005 0.090625000000000011 -0.032144999999999993 -0.072359999999999994 -0.04040499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 9 8 7 -5 13 11 -4 -1 -13 -6 -3 -12 18 20 -17 -20 -14 -22 -15 24 -19 -25
right_child=1 14 10 6 5 -7 -8 -9 -10 -11 15 12 17 22 -16 16 -18 23 19 -21 21 -23 -24 25 -26 -27
leaf_value=0.0012891255309951805 0.0015095558170838369 0.00051009143503242648 0.00092695070497672322 0.0011910968602198925 0.0013769524106444946 0.00084777541537447911 0.00031017005670063401 0.00064517065628933573 0.0011198137045202168 0.0021039517080424313 0.0016270712497802298 0.0020088079767353545 0.0014689777010100692 0.0018862451224606743 7.9648434261022169e-05 0.00093905981439770098 0.0015559528706466895 0.0016016366894191182 0.0015510608316133723 0.0011290355682253782 0.0017364989287251451 0.0015409579779340269 0.0015817346021794365 0.0015541025573229141 0.0012122356608313043 0.0017598129014402091
leaf_weight=52 53 62 56 80 71 60 54 88 54 58 68 76 77 102 63 52 87 62 54 93 1161 138 63 64 53 60
leaf_count=52 53 62 56 80 71 60 54 88 54 58 68 76 77 102 63 52 87 62 54 93 1161 138 63 64 53 60
internal_value=0 0.00101402 0.00114546 0.000905179 0.00165217 0.00143225 0.000760732 0.000905345 0.00155305 0.00169489 0.00130654 0.00168125 0.00169329 0.00165204 0.00029343 0.00136649 0.00130441 0.00167842 0.00119427 0.0012843 0.00170197 0.00171575 0.00177019 0.00154271 0.00142248 0.00165392
internal_weight=0 810 685 275 2151 350 222 168 290 1801 410 1743 1691 236 125 354 286 1615 199 147 1376 1299 165 239 115 124
internal_count=2961 810 685 275 2151 350 222 168 290 1801 410 1743 1691 236 125 354 286 1615 199 147 1376 1299 165 239 115 124
is_linear=0
shrinkage=0.0032998


Tree=4803
num_leaves=14
num_cat=0
split_feature=48 52 3 13 132 0 12 0 3 3 13 157 456
split_gain=0.280413 0.62858 0.245227 0.598568 0.662438 0.488737 0.503451 0.404742 0.287745 0.258793 0.219376 0.194601 0.197102
threshold=-0.078904999999999989 -0.0064899999999999992 -0.14088999999999999 0.041960000000000004 0.049725000000000005 0.13304000000000002 -0.098524999999999988 0.10446500000000002 -0.10690999999999999 0.28833000000000003 -0.27740999999999993 0.121715 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 10 -5 -8 11 -4 12 -10
right_child=2 -3 5 7 -6 -7 8 -9 9 -11 -12 -13 -14
leaf_value=0.0070785288703338594 0.030282109299677156 -0.017688886562106217 0.0062958419312113857 -0.0091032902379259272 0.0043493047229327597 -0.0124020034379406 -0.0073530319503249952 0.0088653890918752917 0.013722744382932119 -0.007687170566691312 0.021011885635706939 -0.0064616492739022497 0.0033231523249525625
leaf_weight=59 57 57 55 62 55 58 78 83 53 62 61 56 2165
leaf_count=59 57 57 55 62 55 58 78 83 53 62 61 56 2165
internal_value=0 -0.00507618 0.00335927 0.00832106 0.0175633 0.00286585 0.00321657 0.00116984 0.00269525 0.00303154 0.0140499 0.00332457 0.00357246
internal_weight=0 116 2845 257 112 2588 2530 145 2414 2336 116 2274 2218
internal_count=2961 116 2845 257 112 2588 2530 145 2414 2336 116 2274 2218
is_linear=0
shrinkage=0.16829


Tree=4804
num_leaves=11
num_cat=0
split_feature=2 129 1447 1447 14 3 3 159 159 2
split_gain=0.411465 0.251419 0.243782 0.422266 0.264488 0.244434 0.676518 0.200155 0.216921 0.177283
threshold=0.16993500000000003 0.10833500000000001 -0.086219999999999977 -0.084409999999999999 0.078275000000000025 -0.14326499999999995 -0.16574499999999995 -0.46140499999999995 -0.25625999999999993 0.10573500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 9 -7 -9 -5
right_child=-2 -3 3 4 -6 7 -8 8 -10 -11
leaf_value=0.011049125187048772 -0.010132620110513604 0.014433878180703671 -0.012542486790115591 -0.0055483490804705549 -0.0073635751310254125 0.010327289861487274 0.022646898608414789 -0.0077515379065015129 0.0024111742933400414 0.0071486277868266519
leaf_weight=94 71 52 53 56 73 88 65 61 2278 70
leaf_count=94 71 52 53 56 73 88 65 61 2278 70
internal_value=0 0.00283012 0.00261687 0.00232736 0.00262089 0.00289998 0.00870024 0.00244277 0.00214537 0.00149127
internal_weight=0 2890 2838 2744 2691 2618 191 2427 2339 126
internal_count=2961 2890 2838 2744 2691 2618 191 2427 2339 126
is_linear=0
shrinkage=0.16829


Tree=4805
num_leaves=29
num_cat=0
split_feature=1 12 4 4 14 12 51 4 51 158 47 14 2 2 4 4 12 151 12 402 1212 51 2 160 12 4 42 4
split_gain=28.2445 4.99379 3.32785 2.43693 1.71131 1.4852 1.35756 1.3052 1.17354 1.0484 0.99109 0.918846 0.954241 0.913804 1.224 0.907942 0.784894 0.673755 0.542683 0.379551 0.390775 0.297484 0.248344 0.191977 0.150349 0.146693 0.0227918 0.0214397
threshold=0.10404000000000001 0.087605000000000002 0.41377500000000006 0.043640000000000005 0.073890000000000011 0.082795000000000021 -0.092879999999999976 -0.061939999999999988 0.108005 0.019155000000000002 0.096475000000000019 -0.41992499999999994 0.13631000000000001 0.094985000000000014 -0.015539999999999998 0.24099500000000004 0.096265000000000003 -0.0008699999999999999 0.094435000000000005 0.11225500000000001 0.091435000000000016 -0.015159999999999998 0.11165000000000001 -0.39860499999999993 0.10119000000000002 0.50214500000000006 0.086700000000000013 0.071150000000000005
decision_type=2 2 2 2 2 2 2 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 16 4 5 6 -1 -2 18 15 11 -9 17 14 -8 21 -3 -13 19 20 -7 -5 24 -10 -20 -19 -18 -23
right_child=1 2 -4 9 -6 8 13 10 23 -11 -12 12 -14 -15 -16 -17 26 25 22 -21 -22 27 -24 -25 -26 -27 -28 -29
leaf_value=0.0015027359378028294 0.00080766686698228475 0.0015127482989694321 0.00022980093082562537 0.00082059773332152379 0.0018218265844748987 0.001431112888771395 0.00079026337154589662 0.00054387992872799603 0.00089007487746377539 0.0013384037056631088 0.00064460612430393427 0.00046565404339541332 -0.00022638721043710994 0.00064341403570391002 0.0013941948346183461 0.00052309310207210736 0.0010720499280260838 0.00017974829948749988 0.001251978449506728 0.0016616218314889685 0.0012055602160006803 0.001071931156291692 0.0010806057206244307 0.0011758214627026386 0.0014082352182295248 -5.4617494446874817e-05 0.00096267426563502597 0.001179063415423142
leaf_weight=71 53 52 54 53 80 957 68 62 54 85 60 74 72 64 80 52 52 58 169 72 94 55 60 52 122 58 55 54
leaf_count=71 53 52 54 53 80 957 68 62 54 85 60 74 72 64 80 52 52 58 169 72 94 55 60 52 122 58 55 54
internal_value=0 0.000523995 0.000938364 0.00130533 0.00134806 0.0013277 0.0011069 0.000321945 0.00136722 0.0010275 0.000254813 0.000182521 9.68736e-05 0.000974163 0.00111695 0.00090385 0.00117879 0.000219558 0.00139141 0.00142707 0.00141097 0.00102585 0.0012772 0.00103058 0.00131761 6.22617e-05 0.00101616 0.00112533
internal_weight=0 650 213 2242 1943 1863 283 437 1580 299 384 324 262 212 148 214 159 190 1474 1123 1051 162 351 106 291 116 107 109
internal_count=2892 650 213 2242 1943 1863 283 437 1580 299 384 324 262 212 148 214 159 190 1474 1123 1051 162 351 106 291 116 107 109
is_linear=0
shrinkage=0.0032998


Tree=4806
num_leaves=15
num_cat=0
split_feature=15 42 12 34 1210 1 158 1348 49 1 48 13 12 1447
split_gain=0.497216 0.568654 0.938952 0.436806 0.392918 0.350793 0.380298 0.37858 0.297665 0.425342 0.352558 0.295527 0.269178 0.251703
threshold=-0.2987999999999999 0.10217500000000002 -0.081654999999999991 -0.081629999999999994 -0.13847499999999999 0.13522500000000001 0.084965000000000027 0.084895000000000012 0.016520000000000003 0.077845000000000011 0.085485000000000019 -0.081124999999999989 0.096055000000000015 -0.079709999999999989
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 10 -10 -6 13 -13 -8
right_child=3 -3 -4 4 5 -7 11 -9 9 -11 -12 12 -14 -15
leaf_value=-0.025748311552043098 0.017410418979117916 0.01027571309973916 0.00041469319858389536 0.017679611802272149 0.0022965572768704466 0.014005791455269867 0.01009881260741154 -0.011543840255524391 0.0015038871401405166 -0.010394192769668811 0.0088521059368316807 0.021254063596516815 0.0057685279938073037 -0.0058872392044275121
leaf_weight=63 64 54 101 53 1452 80 60 57 335 114 277 73 57 52
leaf_count=63 64 54 101 53 1452 80 60 57 335 114 277 73 57 52
internal_value=0 -0.00468706 -0.00962478 0.00366805 0.00333039 0.00303226 0.00267712 0.00198993 0.00234495 -0.001513 0.00334785 0.00901629 0.0144781 0.00266068
internal_weight=0 218 164 2674 2610 2557 2477 2235 2178 449 1729 242 130 112
internal_count=2892 218 164 2674 2610 2557 2477 2235 2178 449 1729 242 130 112
is_linear=0
shrinkage=0.16829


Tree=4807
num_leaves=22
num_cat=0
split_feature=1 4 3 14 4 158 15 2 47 0 52 4 16 15 4 0 3 48 0 4 1211
split_gain=20.1194 3.89977 3.10543 1.87603 1.30691 1.11231 1.11147 0.978886 0.791837 0.771118 0.874367 0.707537 0.652897 0.636496 0.631223 0.585143 0.52788 0.482053 0.391353 0.546029 0.32656
threshold=0.10398500000000001 0.42118000000000005 -0.046079999999999989 0.073890000000000011 0.036605000000000006 0.019155000000000002 -0.41956999999999994 0.10393500000000001 0.10070000000000003 -0.11073999999999999 -0.067494999999999986 0.24099500000000004 -0.10982499999999999 0.0047550000000000005 0.51326500000000019 0.10446500000000002 -0.078484999999999985 0.082425000000000012 -0.0088049999999999986 -0.10023999999999998 0.11236000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 9 11 14 16 13 10 -1 12 -6 17 -3 18 -2 -4 19 -11 -21
right_child=1 6 8 -5 5 -7 -8 -9 -10 15 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22
leaf_value=0.0013605654565050872 0.0016268118991091783 0.00072792828251620203 0.00015879809756436859 0.0018116740339695729 0.0013510845733700958 0.0014324685548774896 -7.6783242247144382e-05 0.00089546244835354339 0.00093791861913965701 0.0010380563466514956 0.00075870708227490473 0.00064255119261291389 0.00092073033158518089 0.00081504406639860071 0.00029654491943436928 0.0011004803745346058 0.0011526385926767981 0.00055598548027931528 0.0016156425045531029 0.0013827042885990531 0.0011404636934097879
leaf_weight=54 52 58 58 84 63 82 59 76 62 56 52 52 101 53 103 93 52 79 70 1468 65
leaf_count=54 52 58 58 84 63 82 59 76 62 56 52 52 101 53 103 93 52 79 70 1468 65
internal_value=0 0.000668019 0.000850184 0.00132678 0.00130787 0.00110434 0.000310153 0.00118143 0.000613441 0.0013405 0.00106565 0.000979607 0.00108626 0.000507373 0.000452169 0.00135711 0.00139006 0.00038809 0.00137147 0.00136069 0.00137246
internal_weight=0 652 432 2240 2156 298 220 180 252 1858 106 216 164 190 161 1752 104 137 1659 1589 1533
internal_count=2892 652 432 2240 2156 298 220 180 252 1858 106 216 164 190 161 1752 104 137 1659 1589 1533
is_linear=0
shrinkage=0.0032998


Tree=4808
num_leaves=14
num_cat=0
split_feature=15 14 16 0 49 14 11 10 50 2 16 1186 483
split_gain=0.406536 0.431632 0.823804 0.347127 0.47127 0.322317 0.305058 0.325112 0.241754 0.29974 0.297663 0.259893 0.239053
threshold=-0.2987999999999999 -0.40567999999999999 -0.44388499999999992 -0.22745499999999999 -0.038669999999999989 0.082295000000000021 0.089795000000000014 -0.082174999999999984 0.10861000000000003 0.096860000000000016 -0.059289999999999995 0.085780000000000009 0.058525000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 6 7 -5 11 10 -10 12 -9
right_child=3 2 -4 5 -6 -7 -8 8 9 -11 -12 -13 -14
leaf_value=0.0060108282195587689 0.0063042351880616193 0.0019850135318089535 -0.024552622890645241 0.015369108765419642 -0.015163396754336523 0.017190442713990547 -0.0074914674281235947 0.0037953791796563334 0.0001595644878882508 0.0081051452524083314 -0.014377711277142416 0.015926060901970504 0.0099551961447074833
leaf_weight=83 55 77 58 75 61 55 62 1849 127 77 58 57 198
leaf_count=83 55 77 58 75 61 55 62 1849 127 77 58 57 198
internal_value=0 -0.00352621 -0.00940303 0.00402755 -0.00496929 0.00443624 0.00415526 0.00445182 0.00410499 -0.000709745 -0.00438836 0.0047054 0.00439208
internal_weight=0 218 135 2674 116 2558 2503 2441 2366 262 185 2104 2047
internal_count=2892 218 135 2674 116 2558 2503 2441 2366 262 185 2104 2047
is_linear=0
shrinkage=0.16829


Tree=4809
num_leaves=26
num_cat=0
split_feature=1 3 1 1 12 52 52 3 1 14 123 52 12 42 3 151 3 52 159 52 43 43 3 3 12
split_gain=65.4675 8.06976 3.79004 3.02308 2.69758 2.62879 2.10098 2.08241 1.53226 1.4532 1.36231 0.992376 0.828908 0.735127 0.572105 0.732887 1.14638 0.541328 1.11621 0.430071 0.468597 0.335231 0.244751 0.159038 0.391785
threshold=0.10404000000000001 -0.069049999999999986 0.14293000000000003 0.092845000000000025 0.096535000000000024 -0.22711499999999998 0.12432000000000001 -0.047774999999999991 0.11392000000000001 0.073890000000000011 0.08901000000000002 -0.081429999999999989 0.12106500000000002 -0.14809499999999998 0.093925000000000022 0.015440000000000001 -0.11749 -1.0000000180025095e-35 0.081445000000000017 -0.047784999999999987 -0.037954999999999996 -0.10945499999999998 0.11878500000000002 -0.073309999999999986 0.10742000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 6 4 9 -2 10 19 -7 13 17 -9 21 -1 15 16 -15 18 -3 -5 -21 -6 -19 -23 -25
right_child=1 2 -4 7 12 8 -8 11 -10 -11 -12 -13 -14 14 -16 -17 -18 22 -20 20 -22 23 -24 24 -26
leaf_value=0.001816399346644618 0.0021125914628026812 0.0012932816178407476 0.00011892832412126026 0.0022636516861169521 0.0021522033919586779 0.0016699381082482332 0.0014544365131817086 0.0017476502016210197 0.00096171670177040952 0.0026696285862430973 0.00034198953091254164 0.0011060229309751426 0.0014957850298487729 0.0018186572452987642 0.0018575464425582657 0.0025987310847025882 0.0022232981880190641 0.00053408104778009721 0.00065261428352677588 0.0020931244100823557 0.0016812751292261769 0.0017813116950441421 0.00084821609368087247 0.0017695620012207558 0.0021662608422794915
leaf_weight=57 53 68 102 52 71 56 52 52 83 72 73 54 52 82 52 53 1314 55 53 66 58 95 55 55 57
leaf_count=57 53 68 102 52 71 56 52 52 83 72 73 54 52 82 52 53 1314 55 53 66 58 95 55 55 57
internal_value=0 0.00091832 0.000680122 0.00210782 0.00215387 0.00148634 0.000840815 0.00178764 0.0012473 0.00220908 0.000735738 0.00142112 0.00188108 0.00218777 0.00220185 0.00221418 0.00219956 0.000860016 0.00101295 0.00200818 0.00190077 0.00195302 0.000691469 0.00188453 0.00197177
internal_weight=0 650 458 2242 1960 192 356 282 139 1630 304 106 330 1558 1501 1449 1396 231 121 176 124 278 110 207 112
internal_count=2892 650 458 2242 1960 192 356 282 139 1630 304 106 330 1558 1501 1449 1396 231 121 176 124 278 110 207 112
is_linear=0
shrinkage=0.0032998


Tree=4810
num_leaves=17
num_cat=0
split_feature=1 3 1 43 13 3 50 43 9 1447 1 15 160 16 4 131
split_gain=1.19056 0.31325 0.218703 0.475119 0.36096 0.302878 0.279126 0.282104 0.237121 0.196814 0.227499 0.216648 0.296139 0.207783 0.161249 0.136847
threshold=0.14132000000000003 0.11269500000000002 0.11121000000000002 -0.007069999999999999 -0.011514999999999999 0.018975000000000002 -0.11980499999999998 -0.50914999999999988 0.083710000000000021 -0.074869999999999978 0.10726500000000001 0.090385000000000007 -0.022144999999999995 -0.071704999999999991 0.22276500000000002 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 15 -5 -1 -8 9 11 13 12 -9 -11 -7 -4
right_child=1 -3 3 5 -6 14 7 8 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=0.016891222403880794 -0.0013942516429770089 -0.0188988891300357 0.0071403800331163178 0.019502684656041758 -0.012429541174302653 0.010480639381285342 -0.0056964077969971945 0.0018009029226276733 -0.0041110331360079827 0.0077382808363270659 0.016678604082005662 0.020778911562281017 0.016828989563986079 0.0043057402978096734 -0.0018443030999986685 -0.0039744664471644533
leaf_weight=73 52 66 71 52 76 58 54 84 57 1023 59 56 67 983 62 56
leaf_count=73 52 66 71 52 76 58 54 84 57 1023 59 56 67 983 62 56
internal_value=0 -0.0112002 0.00604769 0.002255 -0.00325245 0.00876552 0.00662605 0.00631084 0.00659001 0.00685927 0.00636147 0.0118166 0.00848089 0.00605713 0.00409778 0.0022252
internal_weight=0 118 2831 375 203 172 2456 2383 2329 2272 2065 207 151 2006 120 127
internal_count=2949 118 2831 375 203 172 2456 2383 2329 2272 2065 207 151 2006 120 127
is_linear=0
shrinkage=0.16829


Tree=4811
num_leaves=14
num_cat=0
split_feature=1 474 49 474 160 52 2 2 1 3 4 151 1429
split_gain=0.824 0.404266 0.311393 0.267379 0.381037 0.283128 0.222604 0.357744 0.319225 0.21649 0.208173 0.2735 0.19902
threshold=0.14132000000000003 0.10674500000000002 -0.15734499999999998 0.085925000000000015 -0.081399999999999986 0.5140450000000002 0.081935000000000022 0.083885000000000015 0.095435000000000006 0.11269500000000002 -0.089119999999999991 -0.080494999999999997 0.08425500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 10 -8 -9 -2 -4 -12 -6
right_child=9 -3 3 4 12 -7 7 8 -10 -11 11 -13 -14
leaf_value=-0.0064539769095075319 -0.0011596137804278555 0.017230080768796292 0.017798306159959962 -0.012535539807768965 -0.0022578906842070489 -0.004542513664464125 -0.0062526953202004512 0.0064227907995038211 0.00063861488117473953 -0.015718399007456595 -0.0029266324172922418 0.0088408009144929009 0.01176829954379904
leaf_weight=69 52 75 62 58 62 78 79 1413 335 66 63 484 53
leaf_count=69 52 75 62 58 62 78 79 1413 335 66 63 484 53
internal_value=0 0.00503035 0.00469771 0.00498474 -0.00140654 0.00542527 0.00574517 0.00481411 0.0053153 -0.00931789 0.00853541 0.00748222 0.00419073
internal_weight=0 2831 2756 2687 173 2514 2436 1827 1748 118 609 547 115
internal_count=2949 2831 2756 2687 173 2514 2436 1827 1748 118 609 547 115
is_linear=0
shrinkage=0.16829


Tree=4812
num_leaves=29
num_cat=0
split_feature=3 2 15 148 376 3 2 12 51 14 12 2 15 51 3 3 12 15 43 3 3 2 2 2 43 483 43 2
split_gain=14.305 6.23293 4.18242 3.00652 1.91804 2.21637 1.6321 1.58021 1.14125 0.914386 0.795792 0.70115 0.616526 0.482218 0.746155 0.397969 0.312918 0.395714 0.34344 0.535583 0.341803 0.277687 0.224565 0.21819 0.195355 0.113034 0.0614517 0.0416888
threshold=-0.06533499999999999 0.16730000000000003 -0.38214499999999996 -0.043434999999999994 0.08400500000000001 0.11391500000000002 0.097005000000000022 0.086085000000000009 -0.095339999999999994 0.05884000000000001 0.099170000000000022 0.085585000000000008 0.015700000000000002 -0.098264999999999977 -0.095259999999999997 0.094635000000000011 0.084735000000000019 0.025430000000000005 -0.12118 -0.095259999999999997 -0.087284999999999988 0.083885000000000015 0.10202000000000001 0.11523000000000001 -0.085204999999999989 0.096720000000000014 -0.071734999999999979 0.10836000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 15 -4 5 8 9 -8 -5 10 16 -12 -10 26 -15 -2 17 20 -18 -20 -1 -19 -16 -7 -22 -21 -9 -24
right_child=1 -3 3 4 -6 23 7 13 12 -11 11 -13 -14 14 22 -17 18 21 19 25 24 -23 27 -25 -26 -27 -28 -29
leaf_value=0.0011648263526434937 0.00020696483562326022 -0.00019156299065518255 0.0003506647331164703 0.0015654831803368682 0.0005794176341834044 0.00088170719531495976 0.00064852303948953916 0.0013149516643450657 0.0010658170444961743 0.0017364837275887423 0.00091866201462457195 0.0013997733931835302 0.0013921984666723267 0.0008869674919762912 0.0010851213618388071 0.00056883182408404439 0.0011520595449172103 0.0014480037828530892 0.0016327557672662595 0.0013464785380840397 0.0016263625649530226 0.0017906467849396635 0.0014237470518743884 0.00059468436402259717 0.0013361353817814177 0.0011893546941554845 0.0014814150931190774 0.0012833669374586216
leaf_weight=61 80 63 72 95 78 57 64 58 239 67 87 54 87 89 54 57 99 52 73 919 52 55 52 61 54 57 53 60
leaf_count=61 80 63 72 95 78 57 64 58 239 67 87 54 87 89 54 57 99 52 73 919 52 55 52 61 54 57 53 60
internal_value=0 0.000808444 0.000884758 0.000989491 0.00106398 0.00113404 0.0013094 0.00112808 0.00124618 0.00135721 0.00134093 0.00110317 0.00115303 0.00121184 0.00113208 0.00035778 0.00136448 0.00146606 0.00134021 0.00135793 0.00136435 0.00162446 0.00126328 0.00073363 0.00147884 0.00133734 0.00139475 0.00134886
internal_weight=0 889 826 689 617 539 2060 430 421 1630 1563 141 326 366 255 137 1422 274 1148 1049 167 107 166 118 106 976 111 112
internal_count=2949 889 826 689 617 539 2060 430 421 1630 1563 141 326 366 255 137 1422 274 1148 1049 167 107 166 118 106 976 111 112
is_linear=0
shrinkage=0.0032998


Tree=4813
num_leaves=14
num_cat=0
split_feature=1 51 15 133 474 1 1210 474 481 15 129 474 12
split_gain=0.646045 0.299612 0.578641 0.256491 0.252115 0.23221 0.21577 0.224957 0.286389 0.211857 0.192512 0.196575 0.167687
threshold=0.14132000000000003 0.096880000000000008 -0.056634999999999991 0.046800000000000008 0.10674500000000002 0.10152500000000002 -0.081959999999999991 0.085925000000000015 -0.085784999999999986 -0.025879999999999997 -0.075474999999999987 -0.10387999999999999 -0.032329999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 6 -3 -1 8 -8 -9 -10 -12 -2
right_child=12 2 -4 -5 -6 -7 7 9 10 -11 11 -13 -14
leaf_value=0.013557032912582326 -0.0019356319028723235 0.0017127641244776793 -0.011938579778231146 -0.00425671370924468 0.015275967408548651 0.016831828816645102 0.014880921569606069 0.0056602969546534323 0.014792018398387561 -0.0060632654574816194 0.014996128813819124 0.0045984371109726238 -0.014750635253765479
leaf_weight=88 66 55 83 55 75 61 89 80 57 96 53 2039 52
leaf_count=88 66 55 83 55 75 61 89 80 57 96 53 2039 52
internal_value=0 0.00510524 -0.000402682 0.00518611 0.00564882 0.0096788 0.00535952 0.00505994 0.00551561 -0.000724166 0.00512692 0.00486272 -0.00759815
internal_weight=0 2831 254 171 2577 116 2502 2414 2238 176 2149 2092 118
internal_count=2949 2831 254 171 2577 116 2502 2414 2238 176 2149 2092 118
is_linear=0
shrinkage=0.16829


Tree=4814
num_leaves=23
num_cat=0
split_feature=1 4 4 48 1 3 49 3 457 42 3 4 1 41 13 4 47 1 3 16 12 13
split_gain=31.2552 4.71592 3.25908 3.13655 1.88214 1.40514 1.08903 1.11902 0.724825 0.710353 0.629135 0.572426 1.54809 0.822962 0.547613 0.509025 0.452455 0.396801 0.392006 0.294746 0.254814 0.186662
threshold=0.10921500000000002 0.26546000000000003 0.31392000000000003 0.014805 0.14754500000000001 -0.073614999999999986 -0.085999999999999979 0.10402500000000002 0.048350000000000011 0.11697 -0.079774999999999985 -0.15615999999999999 0.081540000000000015 0.075585000000000013 -0.004409999999999999 0.50027500000000014 0.07813500000000001 0.096315000000000026 -0.063264999999999988 0.0060400000000000011 0.090285000000000018 0.00085500000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 18 10 11 -7 8 9 16 -3 12 -1 17 -5 -12 -8 19 -2 20 -13 -21
right_child=1 4 -4 14 -6 6 7 -9 -10 -11 15 13 -14 -15 -16 -17 -18 -19 -20 21 -22 -23
leaf_value=0.001052199046389427 0.0014951708561329814 0.00081598530720921832 0.00079671146617513644 0.00042082673194088465 -0.00016705879462956133 0.0018902815421364169 0.0014925480910400963 0.00094407187132767136 0.0011151369465856485 0.001135879767169353 0.00014858737161885496 0.0016905569630731817 0.0017831880928668553 0.0020264922895230201 0.00086470093091408381 0.0005404657964761569 0.0018012181316990554 0.0013602919339797492 0.00112215196135832 0.0015817754675990525 0.0015865843415826652 0.0013595818866082292
leaf_weight=65 79 54 60 70 57 54 328 54 64 54 56 866 62 59 54 103 63 60 52 192 387 56
leaf_count=65 79 54 60 70 57 54 328 54 64 54 56 866 62 59 54 103 63 60 52 192 387 56
internal_value=0 0.000669196 0.00155738 0.000991089 0.000365055 0.00157667 0.00144079 0.00139762 0.00144567 0.00149312 0.000507618 0.00162464 0.00140934 0.0016415 0.000614411 0.000402667 0.00154237 0.00162692 0.00134737 0.00163756 0.00165847 0.00153174
internal_weight=0 525 2424 255 270 2364 617 563 509 445 213 1747 127 1620 124 159 391 1561 131 1501 1253 248
internal_count=2949 525 2424 255 270 2364 617 563 509 445 213 1747 127 1620 124 159 391 1561 131 1501 1253 248
is_linear=0
shrinkage=0.0032998


Tree=4815
num_leaves=15
num_cat=0
split_feature=2 474 474 394 480 12 3 399 474 12 15 3 472 42
split_gain=0.456622 0.322149 0.298678 0.278713 0.247784 0.276349 0.482523 0.285655 0.270928 0.248252 0.246567 0.232486 0.227436 0.134394
threshold=0.25063000000000007 -0.10387999999999999 0.087115000000000012 -0.084129999999999996 0.088005000000000014 0.097345000000000015 -0.11372999999999998 0.09198000000000002 0.084710000000000021 0.10125500000000003 -0.069814999999999988 -0.085374999999999993 -1.0000000180025095e-35 0.082690000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 5 7 -7 8 -5 -8 -6 -3 -4 -14
right_child=-2 2 12 4 10 6 9 -9 -10 -11 -12 -13 13 -15
leaf_value=0.017833138988893465 -0.0096676061025172486 0.0033122686103699982 0.0014531591803957978 0.0029640088153631504 0.0027555604276615353 0.020077874286941931 0.01354195582252107 -0.0099132931040804666 -0.009018222417665079 0.001993658019442711 0.017058364896197421 0.01761528463895155 0.0082441669573590469 0.017432594040654902
leaf_weight=52 64 57 65 1810 64 68 67 53 55 250 74 75 87 96
leaf_count=52 64 57 65 1810 64 68 67 53 55 250 74 75 87 96
internal_value=0 0.00469607 0.00445328 0.00391453 0.00350616 0.00309 0.00720679 0.0022627 0.00260968 0.00444013 0.0104382 0.0114526 0.0100356 0.0130741
internal_weight=0 2873 2821 2573 2441 2303 385 1918 1865 317 138 132 248 183
internal_count=2937 2873 2821 2573 2441 2303 385 1918 1865 317 138 132 248 183
is_linear=0
shrinkage=0.16829


Tree=4816
num_leaves=18
num_cat=0
split_feature=1 2 12 124 4 2 1 1452 4 3 2 47 1456 1 49 39 42
split_gain=20.8913 4.50058 3.09678 1.3456 1.2025 1.08031 0.723877 0.699795 0.477886 0.898664 0.50007 0.466019 0.426791 0.4772 0.417294 0.705589 0.394725
threshold=0.10509 0.13881000000000002 0.085075000000000026 -0.082389999999999977 0.2623950000000001 -1.0000000180025095e-35 0.13872000000000004 0.086470000000000005 -0.35269999999999996 0.093925000000000022 0.10060500000000001 0.090515000000000026 -0.16480999999999998 0.098715000000000011 -0.050304999999999996 0.0095750000000000019 0.109255
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 11 -2 -3 8 10 12 -5 -4 -10 16 -7 -16 -14
right_child=1 6 4 7 -6 14 -8 -9 9 -11 -12 -13 13 -15 15 -17 -18
leaf_value=0.00092992187226980142 0.00032696287974677877 0.00045183561839841682 0.001491749912811939 0.0017127140484941197 0.00073495638826881374 0.0010109961317870887 -2.7554447091118734e-06 0.0016502342189003373 0.0010618709554990878 0.00093644072639448815 0.0013197347209498941 0.0011125828426537645 0.0013819933083779787 0.0010427608479549749 0.00048491535988530438 0.00093342154281235478 0.001209787370541629
leaf_weight=82 94 66 75 79 55 52 90 89 56 60 66 69 1630 52 94 65 163
leaf_count=82 94 66 75 79 55 52 90 89 56 60 66 69 1630 52 94 65 163
internal_value=0 0.00067942 0.00083104 0.0013463 0.00115147 0.000621857 0.000189346 0.00136184 0.00134964 0.00133598 0.00153408 0.00131031 0.00134857 0.00135726 0.000753065 0.000668489 0.00136636
internal_weight=0 660 504 2277 199 305 156 2195 2106 1961 145 144 1901 1845 211 159 1793
internal_count=2937 660 504 2277 199 305 156 2195 2106 1961 145 144 1901 1845 211 159 1793
is_linear=0
shrinkage=0.0032998


Tree=4817
num_leaves=12
num_cat=0
split_feature=1452 3 475 475 475 149 12 52 402 12 12
split_gain=0.438953 0.374376 0.293813 0.289252 0.453757 0.461841 0.372585 0.456207 0.301066 0.28796 0.186608
threshold=0.086470000000000005 0.31351000000000001 -0.15744499999999997 -0.088544999999999985 -0.085684999999999997 0.07770500000000001 0.086535000000000015 0.11916 0.13174500000000003 -0.19698999999999997 0.087545000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6 -8 -3 -2
right_child=10 9 3 4 5 -7 8 -9 -10 -11 -12
leaf_value=0.01641670407671984 0.022251510993564785 0.0036153220754558042 -0.0078819448528267833 0.019825160577967529 0.002591528225384181 0.017520248082483501 0.0061298009212852889 -0.0091970989806382884 -0.0059398804665962432 -0.013610562848342835 0.0081867467232117283
leaf_weight=58 53 52 54 54 951 72 1366 103 61 58 55
leaf_count=58 53 52 54 54 951 72 1366 103 61 58 55
internal_value=0 0.00416655 0.0045563 0.00429711 0.00455007 0.00422627 0.00383975 0.0014378 0.0056126 -0.00545108 0.0151055
internal_weight=0 2829 2719 2661 2607 2553 2481 1054 1427 110 108
internal_count=2937 2829 2719 2661 2607 2553 2481 1054 1427 110 108
is_linear=0
shrinkage=0.16829


Tree=4818
num_leaves=19
num_cat=0
split_feature=4 2 2 12 150 3 4 16 4 4 40 2 2 475 160 3 52 2
split_gain=26.2733 7.37309 2.98545 2.41701 1.47345 1.27869 1.01473 1.0003 0.935444 0.85723 0.774617 0.584558 0.560738 0.518157 0.409566 0.356793 0.280331 0.271008
threshold=0.31392000000000003 0.13388500000000003 0.15510000000000004 -1.0000000180025095e-35 0.081245000000000026 0.10402500000000002 -0.49269499999999994 -0.5020199999999998 0.0033150000000000007 -0.00076499999999999995 -0.066359999999999988 0.097005000000000022 0.14744000000000002 -0.082239999999999994 -0.088224999999999984 -0.079774999999999985 -0.13963499999999998 0.10869000000000002
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 9 15 6 16 -8 13 11 -11 -1 -3 -9 -10 -2 -5 -17
right_child=2 12 -4 5 -6 -7 7 8 14 10 -12 -13 -14 -15 -16 17 -18 -19
leaf_value=0.001371172194130183 0.00085787682482117451 0.0011405546092882349 -8.6612649969885304e-05 0.0022227514079590977 0.00118883210859231 0.001322697459772288 0.0021532856194455595 0.0018932547093523278 0.0017349904843978609 0.0012925392850412537 0.0018474748030136287 0.00090682787495379 0.00070441248889668449 0.0017116431371755917 0.0014822108102181331 0.0003680830645730611 0.0018721076600885689 0.00066254010009397356
leaf_weight=67 55 55 52 52 70 89 55 199 97 56 55 54 79 1435 272 58 52 85
leaf_count=67 55 55 52 52 70 89 55 199 97 56 55 54 79 1435 272 58 52 85
internal_value=0 0.0016382 0.000636353 0.00167891 0.000776761 0.00171202 0.00172803 0.00171185 0.00169971 0.00135748 0.00156782 0.00116424 0.000883689 0.00173378 0.00154876 0.000630901 0.00204777 0.000543356
internal_weight=0 2617 320 2483 268 2251 2162 2058 2003 232 111 121 134 1634 369 198 104 143
internal_count=2937 2617 320 2483 268 2251 2162 2058 2003 232 111 121 134 1634 369 198 104 143
is_linear=0
shrinkage=0.0032998


Tree=4819
num_leaves=16
num_cat=0
split_feature=48 3 159 482 0 48 4 15 0 4 12 0 0 159 13
split_gain=0.345552 0.365242 0.262278 0.39425 0.238449 0.318785 0.262869 0.428256 0.84196 0.320233 0.251551 0.200438 0.132881 0.181128 0.147269
threshold=0.14093000000000003 0.31351000000000001 0.091330000000000008 0.08487500000000002 -0.23146499999999998 -0.082184999999999994 0.31392000000000003 -0.11532999999999999 -0.12368999999999998 0.50944500000000004 0.083335000000000006 -0.10998999999999999 -0.055729999999999995 0.11396500000000001 -0.075904999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 -1 -6 7 10 -9 -8 -7 -3 13 14 -4
right_child=-2 11 3 -5 5 6 9 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.014938084989255794 -0.0084545502939120699 0.0028238729649764384 0.021131187551060311 -0.0029086092180232248 0.017663355752359902 0.022959931966804452 -0.0084605637074486543 -0.0078246687830457878 0.0052323213027286848 0.0074660298799447645 0.0086436290163894019 -0.011931007605998571 0.019354331833284485 0.0048569421380356059 0.0087274643231656096
leaf_weight=67 53 52 57 54 53 52 93 151 1881 58 107 52 67 87 53
leaf_count=67 53 52 57 54 53 52 93 151 1881 58 107 52 67 87 53
internal_value=0 0.00524582 0.00561241 0.0101662 0.0050235 0.00474539 0.00445228 0.00492061 0.00426116 -0.00233117 0.013337 -0.00453629 0.0128474 0.0106253 0.0151712
internal_weight=0 2884 2780 318 2462 2395 2342 2191 2032 151 159 104 264 197 110
internal_count=2937 2884 2780 318 2462 2395 2342 2191 2032 151 159 104 264 197 110
is_linear=0
shrinkage=0.16829


Tree=4820
num_leaves=21
num_cat=0
split_feature=1 1 12 123 2 14 51 52 16 43 159 52 51 52 16 15 1429 1455 52 52
split_gain=46.4938 8.37573 5.29736 2.9309 2.1572 1.43074 1.4303 1.35296 0.817222 0.808159 0.780136 0.639849 0.583424 0.830951 0.541225 0.638898 0.547926 0.539739 0.438452 0.41301
threshold=0.10442000000000001 0.12500000000000003 0.085075000000000026 1.0000000180025095e-35 0.10836000000000003 0.064610000000000015 -0.06533499999999999 0.056265000000000009 -0.18817999999999999 -0.062434999999999997 0.083310000000000009 -0.072144999999999987 -0.09522499999999999 0.089455000000000021 0.08215500000000002 -0.034094999999999993 0.086570000000000022 0.091180000000000025 -0.11733999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 5 8 -3 9 -1 -8 19 -4 -6 -14 16 -16 17 -10 -17 -2
right_child=1 6 11 -5 12 -7 7 -9 14 -11 -12 -13 13 -15 15 18 -18 -19 -20 -21
leaf_value=0.0013072466247723421 0.00088477047274575595 0.00058277572812528836 0.0015700136314335442 0.00097910182206737014 0.0014903918026468752 0.0020409396840265063 8.7662330913894988e-05 0.00040939383149143932 0.0016217936906818122 -0.00039473141117983394 0.00024548282573328925 0.0011485656577440715 0.00085839572581217921 0.0013762843102718162 0.0015390051665733189 0.0017416592956533521 0.0012822588885924697 0.0012762218624653204 0.0021006670715679049 0.00053121991575967879
leaf_weight=97 61 57 70 90 91 86 70 61 1420 82 67 92 61 77 88 90 59 52 66 90
leaf_count=97 61 57 70 90 91 86 70 61 1420 82 67 92 61 77 88 90 59 52 66 90
internal_value=0 0.000563028 0.000878784 0.00156372 0.00158776 0.00162327 0.000118499 -5.57809e-06 0.00160406 -0.000172345 0.000542654 0.00133089 0.00128398 0.00114762 0.00162026 0.00176597 0.00159702 0.00160961 0.00189377 0.000674278
internal_weight=0 650 380 2277 2187 1958 270 213 1872 152 218 162 229 138 1775 244 1531 1472 156 151
internal_count=2927 650 380 2277 2187 1958 270 213 1872 152 218 162 229 138 1775 244 1531 1472 156 151
is_linear=0
shrinkage=0.0032998


Tree=4821
num_leaves=18
num_cat=0
split_feature=1 1 12 4 159 12 4 51 159 12 1456 12 11 124 3 403 40
split_gain=13.4632 2.61055 1.56418 1.00735 0.620572 0.502555 0.41661 0.942617 0.470414 0.406052 0.39413 0.38885 0.553414 0.405372 0.387497 0.349542 0.302002
threshold=0.10442000000000001 0.12288500000000001 0.085075000000000026 0.24099500000000004 0.083310000000000009 0.095295000000000019 0.27644500000000005 0.013805000000000001 0.087060000000000012 -0.075604999999999992 -0.24153499999999997 0.11619500000000001 0.079700000000000007 -1.0000000180025095e-35 -0.14954999999999999 -0.12219499999999998 -0.064864999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 10 16 -4 7 -3 9 -8 -1 12 13 -12 -15 -16 -2
right_child=1 6 5 -5 -6 -7 8 -9 -10 -11 11 -13 -14 14 15 -17 -18
leaf_value=0.0015196404917913818 0.0010098876625835001 0.00091162746933611352 0.0013790466254166175 0.00087554741471093883 0.0004175973615328673 0.00098420912415401714 0.00041100713528629737 0.00031268735619086085 0.00060074143184804226 1.7414124513718807e-05 0.0009984459236391872 0.0010058351726913502 0.0014918286890615777 0.0009699230084062924 0.0011317350075121951 0.0012672292825366878 0.00069318249894574971
leaf_weight=55 52 56 55 86 65 101 61 59 54 54 80 80 94 57 245 1580 93
leaf_count=55 52 56 55 86 65 101 61 59 54 54 80 80 94 57 245 1580 93
internal_value=0 0.000688685 0.000872999 0.00122726 0.00068664 0.00112364 0.00045103 0.000604652 0.000346286 0.000226496 0.00124105 0.00123386 0.00124272 0.00123077 0.00124062 0.00124906 0.000807003
internal_weight=0 650 366 2277 210 156 284 115 169 115 2191 2136 2056 1962 1882 1825 145
internal_count=2927 650 366 2277 210 156 284 115 169 115 2191 2136 2056 1962 1882 1825 145
is_linear=0
shrinkage=0.0032998


Tree=4822
num_leaves=18
num_cat=0
split_feature=0 52 0 2 15 474 2 48 15 1 51 156 158 474 50 0 42
split_gain=0.477438 0.55388 0.459707 0.391322 0.708931 0.282931 0.419841 0.303513 0.262896 0.520682 0.247509 0.314987 0.238659 0.249224 0.21791 0.321548 0.225325
threshold=-0.18713499999999997 -0.037619999999999994 -0.23803499999999997 0.12068000000000001 -0.033234999999999994 0.084420000000000009 0.092545000000000016 0.10971000000000002 -0.41956999999999994 0.11744000000000002 -0.025499999999999998 0.088820000000000024 -0.42261999999999994 0.032465000000000008 0.083090000000000011 -0.068189999999999987 0.10134500000000002
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 8 7 10 12 -5 -10 11 -7 -2 14 16 -16 -14
right_child=3 2 -4 4 -6 6 -8 -9 9 -11 -12 -13 13 -15 15 -17 -18
leaf_value=0.029663177696203004 -0.0045416129825264495 0.019773919310784861 -0.0013913391787907343 0.013063255253349493 -0.013948171148057258 0.029465312112094962 0.0023016239379071578 0.018240582413295629 0.014311589094422122 -0.0068821515057587834 0.0079887927429151094 0.012563899171205536 0.0052450148035666474 -0.0050980155225147311 0.0082308858220373256 0.021914775250451289 0.012202122939867806
leaf_weight=54 58 57 59 79 72 62 85 60 52 89 64 64 1508 52 309 58 145
leaf_count=54 58 57 59 79 72 62 85 60 52 89 64 64 1508 52 309 58 145
internal_value=0 0.0155696 0.00899334 0.00637184 0.000539806 0.00706197 0.0121573 0.00642133 0.00528949 0.000921238 0.0165569 0.0208947 0.00608755 0.00638595 0.00668247 0.0103984 0.00585637
internal_weight=0 170 116 2757 292 2465 275 2190 220 141 190 126 2130 2072 2020 367 1653
internal_count=2927 170 116 2757 292 2465 275 2190 220 141 190 126 2130 2072 2020 367 1653
is_linear=0
shrinkage=0.16829


Tree=4823
num_leaves=25
num_cat=0
split_feature=1 2 12 2 2 150 15 14 16 12 16 12 1 1 0 16 16 15 0 150 42 0 0 12
split_gain=27.11 5.20283 4.92224 2.29162 1.42348 1.29649 1.16152 1.1433 0.97637 0.858315 0.798691 0.697456 0.673219 0.993872 0.780205 0.636165 0.693246 0.608592 0.589003 0.51297 0.443458 0.292318 0.26891 0.232691
threshold=0.10152500000000002 0.13631000000000001 0.085075000000000026 0.11366500000000002 -1.0000000180025095e-35 0.10980500000000001 -0.42075999999999997 0.073890000000000011 0.0063750000000000013 0.096510000000000012 -0.4136149999999999 0.095330000000000012 0.085780000000000009 0.078705000000000011 -0.099704999999999974 0.22339500000000004 0.0033900000000000002 -0.064619999999999983 -0.061674999999999994 0.084270000000000012 0.090045000000000014 -0.078399999999999984 -0.14797999999999997 0.085380000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 10 7 -3 12 19 -5 -2 -4 13 15 -14 16 -1 -13 -8 22 23 -22 -6 -16
right_child=1 6 11 9 8 -7 18 -9 -10 -11 -12 17 14 -15 20 -17 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.0017737559741568777 0.00091743075412242239 0.00089642954713432951 0.0018151938776419479 0.0010364943245931475 0.00097481908546842913 0.0013118446401885842 0.00056989059354335919 0.0021570587477939013 0.0014627113941576132 0.0015455386952759134 0.00036549293404709697 0.0011726213700451972 0.0013538516188024454 0.0021444544426250369 0.0016563209929389576 0.0015168847782143459 0.0020111647985844514 0.0015978295995868089 9.9967816369385097e-05 0.0012051220070055453 0.0017492002475256872 0.0014482226870687748 0.00064231714107026376 0.0018748209515977855
leaf_weight=1072 52 57 71 58 54 65 55 88 52 98 64 65 76 90 82 92 156 87 62 54 63 86 54 174
leaf_count=1072 52 57 71 58 54 65 55 88 52 98 64 65 76 90 82 92 156 87 62 54 63 86 54 174
internal_value=0 0.00100784 0.00116447 0.00174297 0.000908294 0.00177245 0.000509821 0.00178756 0.00106808 0.0013565 0.000613217 0.00154341 0.00177034 0.001807 0.00166282 0.00178396 0.00180394 0.00141623 0.000321173 0.000941188 0.00172072 0.00157572 0.000808894 0.00180497
internal_weight=0 727 553 2200 330 2044 174 1979 214 156 116 223 1891 1410 481 1320 1228 152 117 162 405 149 108 256
internal_count=2927 727 553 2200 330 2044 174 1979 214 156 116 223 1891 1410 481 1320 1228 152 117 162 405 149 108 256
is_linear=0
shrinkage=0.0032998


Tree=4824
num_leaves=13
num_cat=0
split_feature=48 0 48 1429 1429 1209 48 48 49 151 402 0
split_gain=0.316239 0.439026 0.315862 0.285393 0.395609 0.277957 0.244954 0.296705 0.346613 0.213989 0.09397 0.0916415
threshold=0.14505500000000002 -0.18713499999999997 -0.078904999999999989 0.083985000000000018 0.08783500000000001 0.083050000000000013 0.11714000000000001 0.10184000000000001 -0.0086549999999999978 -1.0000000180025095e-35 -0.093249999999999986 -0.065939999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 5 -5 6 7 8 -4 -1 -7 -6
right_child=-2 2 3 4 11 10 -8 -9 -10 -11 -12 -13
leaf_value=0.0089952094821991891 -0.0059325088144733225 -0.0033535849790109107 0.011733313116591702 0.02107949704658375 0.002451770592192112 0.0090992886651209588 0.016530723841418928 -0.0046867101340504922 0.0052517041863544261 0.021570218095489854 0.017462672740468303 0.011749834011812291
leaf_weight=71 53 86 268 94 69 76 61 75 1856 85 79 54
leaf_count=71 53 86 268 94 69 76 61 75 1856 85 79 54
internal_value=0 0.00716809 0.00666864 0.0069968 0.0128513 0.00647 0.00599573 0.00570268 0.00607038 0.0158585 0.0133735 0.00654845
internal_weight=0 2874 2718 2632 217 2415 2260 2199 2124 156 155 123
internal_count=2927 2874 2718 2632 217 2415 2260 2199 2124 156 155 123
is_linear=0
shrinkage=0.16829


Tree=4825
num_leaves=18
num_cat=0
split_feature=15 4 130 1375 159 14 10 41 471 15 403 15 481 43 130 43 15
split_gain=0.436177 0.389244 0.328605 0.293949 0.301802 0.388059 0.409707 0.371236 0.297846 0.276919 0.275103 0.323049 0.277116 0.182279 0.230244 0.170491 0.23483
threshold=0.084630000000000025 -0.14088999999999999 -0.082549999999999985 -0.10702499999999998 0.12310000000000001 -0.31108499999999994 -0.082174999999999984 0.077915000000000012 0.090940000000000007 -0.041569999999999989 -0.43346499999999993 0.090165000000000009 -0.084514999999999993 -0.22491499999999998 0.087285000000000015 -0.086179999999999993 0.09295500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 -7 8 -8 -9 11 -3 -12 -14 15 -15 -17
right_child=1 10 3 4 -6 6 7 9 -10 -11 12 -13 13 14 -16 16 -18
leaf_value=0.016110475645342112 0.021350760241383666 0.0073407504074997007 -0.0068657138848126596 -0.0081328029056387252 0.015329560300125923 0.016340501490664697 0.0036490291079574891 0.0024683872823690945 0.016055477596149781 -0.014792690570801787 -0.0028042149922168384 -0.0094571861504934244 0.00022749744328272732 0.020443973326042131 0.0021330838090104008 0.013764849081293818 0.0064508622297774808
leaf_weight=60 60 77 75 78 63 73 1490 52 57 53 56 56 56 55 86 283 224
leaf_count=60 60 77 75 78 63 73 1490 52 57 53 56 56 56 55 86 283 224
internal_value=0 0.00821394 0.00383614 0.00345579 0.0038716 0.00347025 0.00399595 0.00344937 0.00410731 -0.00622724 0.00732927 0.000254427 0.008565 0.00947193 0.0102681 0.0115097 0.010537
internal_weight=0 953 2001 1941 1866 1803 1725 1652 1547 105 893 133 760 704 648 562 507
internal_count=2954 953 2001 1941 1866 1803 1725 1652 1547 105 893 133 760 704 648 562 507
is_linear=0
shrinkage=0.16829


Tree=4826
num_leaves=17
num_cat=0
split_feature=0 43 15 457 10 4 0 16 0 4 151 4 2 0 0 43
split_gain=0.560467 0.925304 0.695626 0.433813 0.388995 0.550868 0.768144 0.610072 0.352404 0.373006 0.271206 0.26731 0.258529 0.174925 0.105515 0.0675766
threshold=-0.00077999999999999999 -0.09361499999999999 -0.040504999999999992 0.15196500000000004 -0.07564499999999999 0.27258000000000004 -0.14164999999999997 -0.0042299999999999994 -0.037444999999999992 -0.10023999999999998 0.015440000000000001 0.44128500000000004 0.089865000000000014 0.12469500000000001 0.098975000000000021 -0.025079999999999995
decision_type=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 -8 -11 -7 -6 14 -4 -13
right_child=1 2 13 -5 5 11 8 -9 -10 10 -12 15 -14 -15 -16 -17
leaf_value=0.016348221849259725 -0.022637395293568476 -0.013293868650037724 0.0075068759532983878 -0.010043750838549319 0.0036693127125964611 -0.0091703625823447085 -0.0094874905964173629 0.030659607428096741 0.017862188070020022 0.0044690892065114181 0.016472516606264174 -0.0020653276021735402 0.016329401265486137 0.01386428785388103 -0.0021964589161839682 0.0058819861391157689
leaf_weight=90 53 65 71 52 88 103 53 54 57 1871 55 53 96 66 57 70
leaf_count=90 53 65 71 52 88 103 53 54 57 1871 55 53 96 66 57 70
internal_value=0 -0.00237516 0.00176423 0.00516324 0.00546925 0.00507689 0.00586468 0.0149148 0.00480587 0.00442891 0.0048128 -0.00284191 0.0102843 0.00681873 0.00317182 0.00244293
internal_weight=0 312 259 2642 2590 2500 2274 238 2036 1979 1926 226 184 194 128 123
internal_count=2954 312 259 2642 2590 2500 2274 238 2036 1979 1926 226 184 194 128 123
is_linear=0
shrinkage=0.16829


Tree=4827
num_leaves=21
num_cat=0
split_feature=1 3 15 124 14 0 3 3 3 3 47 1 0 1 0 1 0 0 1 133
split_gain=16.6441 3.7684 2.66766 1.6418 1.41171 1.18474 1.54708 0.969921 1.7381 0.81447 0.561309 0.515902 1.45659 0.587747 0.428374 0.391645 0.357826 0.32112 0.15507 0.135552
threshold=0.10331000000000003 -0.036264999999999992 -0.24211499999999997 -0.073304999999999995 0.073890000000000011 0.040570000000000002 0.093925000000000022 0.3148450000000001 0.090170000000000014 -0.097199999999999995 0.086785000000000015 0.085780000000000009 -0.099704999999999974 0.078705000000000011 -0.20489499999999997 0.13130500000000003 1.0000000180025095e-35 -0.079394999999999979 0.11253000000000001 -0.021469999999999996
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 11 8 15 -7 16 13 -13 17 -10 18 -4 -5 -3 -14
right_child=1 7 10 4 -6 9 -8 -9 14 -11 -12 12 19 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00085878812579988644 0.00034913118467561847 0.00036815162984392739 0.00086933031468337839 0.0013837082985278292 0.0017205523798715123 0.00075411215647646344 0.00085924406488041669 0.00021414234962755012 0.00061516780580668788 0.0012677416380118284 0.0013443831405989929 0.00075139149100426992 0.0014271255049832043 0.0016933989510016282 0.00098944149412000444 0.00015630263597905074 0.001226862764545507 0.0012695339888691168 0.00061881995253543524 0.0012748349551528081
leaf_weight=91 55 58 77 982 89 72 78 94 52 64 101 59 88 58 96 61 52 383 52 292
leaf_count=91 55 58 77 982 89 72 78 94 52 64 101 59 88 58 96 61 52 383 52 292
internal_value=0 0.000710899 0.0010029 0.00129411 0.00131239 0.00129487 0.0013158 0.000509314 0.000596182 0.000996079 0.00115908 0.00133491 0.00123517 0.00136565 0.000858178 0.000369218 0.00101373 0.0013517 0.00048697 0.00131019
internal_weight=0 698 285 2256 2165 2076 1940 413 319 136 230 1862 439 1423 148 171 129 1365 110 380
internal_count=2954 698 285 2256 2165 2076 1940 413 319 136 230 1862 439 1423 148 171 129 1365 110 380
is_linear=0
shrinkage=0.0032998


Tree=4828
num_leaves=25
num_cat=0
split_feature=1 1 12 124 47 12 160 1 12 12 1 51 11 1 1 13 51 150 51 160 12 13 13 50
split_gain=25.6935 5.10568 3.0355 2.31333 1.2188 0.998345 0.970807 0.943394 2.03248 0.732114 0.690984 0.489026 0.486593 0.482647 0.45628 0.440409 0.373818 0.350296 0.184143 0.231642 0.173766 0.169341 0.135066 0.0934666
threshold=0.10442000000000001 0.12313000000000002 0.085075000000000026 -0.085379999999999984 0.120245 0.11697000000000002 -1.0000000180025095e-35 0.090485000000000024 0.088965000000000002 0.090285000000000018 0.11378500000000001 0.098415000000000016 1.0000000180025095e-35 0.096035000000000023 0.14787500000000001 -0.07298499999999998 0.084200000000000011 0.090145000000000017 -0.089539999999999995 -0.29136999999999996 0.092395000000000019 -0.065539999999999987 -0.0012399999999999998 0.089975000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 14 7 -2 9 13 11 -4 12 17 -9 15 -3 22 -5 -11 -20 -10 -22 -8 -21
right_child=1 4 10 5 -6 -7 16 8 20 18 -12 -13 -14 -15 -16 -17 -18 -19 19 23 21 -23 -24 -25
leaf_value=0.0009570427674541487 0.0012197052378582517 0.00035563740252220509 0.001660982202356964 0.0017046944512616484 0.00097534618916944474 0.0012400577189592033 0.00046856600388855171 0.00091394269498208647 0.0014742179920101501 0.0013907940579994313 0.0012256491740203134 0.001373377692285438 0.0020017087049166555 0.0013192751130224956 0.00019236386538071763 0.00069112675875957234 0.00093205762720365037 0.001498452448095669 0.0013738815616572537 0.0015753243838823156 0.001819628850082002 0.0016039575155284264 0.00070973416884669667 0.0017323570713642046
leaf_weight=64 54 94 79 989 52 84 52 63 55 79 82 53 57 67 70 79 53 102 62 386 72 102 52 52
leaf_count=64 54 94 79 989 52 84 52 63 55 79 82 53 57 67 70 79 53 102 62 386 72 102 52 52
internal_value=0 0.000840757 0.00109793 0.00157694 0.000516333 0.00159477 0.000837158 0.00160868 0.00145351 0.00163996 0.00143948 0.00168674 0.00170118 0.00112312 0.000417962 0.000509041 0.000705357 0.00168544 0.00154286 0.00156682 0.00164091 0.0016934 0.000589489 0.00159405
internal_weight=0 667 372 2287 295 2223 211 2139 359 1780 161 1201 1148 130 243 173 157 1091 579 500 229 174 104 438
internal_count=2954 667 372 2287 295 2223 211 2139 359 1780 161 1201 1148 130 243 173 157 1091 579 500 229 174 104 438
is_linear=0
shrinkage=0.0032998


Tree=4829
num_leaves=18
num_cat=0
split_feature=0 157 15 150 3 0 43 0 1 0 3 1 0 1 13 4 3
split_gain=0.431002 0.787729 0.993777 0.375192 0.345214 0.52499 0.336723 0.34833 0.436203 0.685162 0.530014 0.398727 0.39391 0.320846 0.305663 0.368995 0.28494
threshold=-0.00077999999999999999 -0.0091799999999999989 -0.037394999999999991 0.089810000000000015 -0.13392999999999997 -0.105195 0.41435500000000008 -0.037444999999999992 0.087545000000000026 -0.14534499999999997 -0.010724999999999998 0.13842500000000005 -0.11656999999999999 0.084675000000000014 -0.085684999999999997 0.0072100000000000003 -0.083504999999999982
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 5 -1 7 8 9 -6 -11 12 -10 -4 -5 16 -16
right_child=1 2 13 14 6 -7 -8 -9 11 10 -12 -13 -14 -15 15 -17 -18
leaf_value=0.024038101072729433 0.013853112136991912 -0.022083974908267311 -0.0052955125757467815 -0.007627899949418062 0.024869518409030424 0.0023474820461863778 -0.0045962127977923354 0.019204400158276468 -0.0048936490487427112 0.0080972644917115498 -0.0092254763276983596 0.015560055996257737 0.0043779328825395772 0.0097814570747496877 0.0019803944263977165 -0.0058427189891700464 0.019396528960337868
leaf_weight=79 82 70 83 91 67 53 75 63 176 1257 52 67 493 77 55 62 52
leaf_count=79 82 70 83 91 67 53 75 63 176 1257 52 67 493 77 55 62 52
internal_value=0 -0.000302826 -0.00535754 0.00630564 0.00696823 0.0153426 0.00647614 0.00685877 0.00648966 0.0082593 0.00740775 0.00317875 0.00193609 0.00194905 0.000228297 0.00446919 0.0104611
internal_weight=0 312 230 2642 2382 132 2250 2175 2112 1376 1309 736 669 160 260 169 107
internal_count=2954 312 230 2642 2382 132 2250 2175 2112 1376 1309 736 669 160 260 169 107
is_linear=0
shrinkage=0.16829


Tree=4830
num_leaves=29
num_cat=0
split_feature=2 12 2 2 2 12 0 3 0 39 160 0 52 3 2 2 11 1213 403 43 0 151 133 151 0 128 12 0
split_gain=16.5988 9.69905 2.04931 2.89696 1.75976 1.53645 1.21443 1.10827 1.05149 0.924113 0.893977 0.770066 1.04959 0.683529 0.668087 0.496262 0.41969 0.38369 0.44751 0.315496 0.40659 0.285714 0.195719 0.181546 0.165274 0.144939 0.123118 0.0936188
threshold=0.13388500000000003 0.056995000000000011 -1.0000000180025095e-35 0.092250000000000013 0.30739000000000005 0.090285000000000018 -0.13409999999999997 0.081495000000000012 -0.085264999999999994 0.087990000000000013 -0.52641999999999989 -0.06952499999999999 -0.4387299999999999 -0.083934999999999996 0.095850000000000005 0.10859000000000001 0.074925000000000005 0.036805000000000011 -0.096299999999999983 -0.17307499999999998 -0.097424999999999984 -0.03268999999999999 0.017095000000000003 -0.085164999999999977 -0.17862999999999998 0.089460000000000012 0.098180000000000003 -0.058589999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 7 8 10 21 -4 -2 -1 -3 19 -13 -14 16 -8 17 23 -19 -7 -21 -5 -10 -12 -23 26 -22 -15
right_child=4 5 3 6 -6 11 15 -9 22 -11 14 12 13 27 -16 -17 -18 18 -20 20 25 24 -24 -25 -26 -27 -28 -29
leaf_value=0.00062932331071974897 -4.4351654279464059e-05 0.001676768801347631 0.001600989730708622 0.00030567213288093775 -0.00034730227819943887 0.0013503683520540819 0.0010310646726761066 0.00099702092053491581 0.00038634631053839505 0.00012513185388708458 0.0013541153978306791 0.0012561567596189908 0.00057455200324420773 0.0010272026419511249 0.0009306145821363623 0.00065227004911761009 0.0015670360518838446 0.0012307287017770518 0.001602384881964181 0.00093803745674127486 0.0011814618933622312 0.000715233587388932 0.00064424647037964779 0.0012070029959067926 0.00045282428075597207 0.0013378942425361011 0.0010475387773279776 0.00084829632093008894
leaf_weight=87 57 58 54 68 53 84 92 87 82 73 112 93 73 98 66 65 52 72 72 100 344 52 54 641 55 53 103 52
leaf_count=87 57 58 54 68 53 84 92 87 82 73 112 93 73 98 66 65 52 72 72 100 344 52 54 641 55 53 103 52
internal_value=0 0.0010804 0.00072275 0.000832018 0.000184957 0.00118959 0.000663493 0.00122858 0.000331304 0.000399506 0.00127652 0.00109629 0.000960911 0.000837623 0.00125361 0.000874463 0.00127604 0.00125913 0.0014168 0.00115878 0.0011319 0.000474021 0.000489007 0.00122893 0.00058068 0.0011706 0.00115068 0.000965417
internal_weight=0 2706 633 473 246 2073 332 141 193 160 1073 1000 316 223 1015 157 949 897 144 684 600 175 136 753 107 500 447 150
internal_count=2952 2706 633 473 246 2073 332 141 193 160 1073 1000 316 223 1015 157 949 897 144 684 600 175 136 753 107 500 447 150
is_linear=0
shrinkage=0.0032998


Tree=4831
num_leaves=29
num_cat=0
split_feature=4 2 12 16 4 2 2 2 12 41 52 2 4 2 2 4 160 2 12 42 2 16 15 1447 12 12 12 4
split_gain=24.9698 6.68812 2.96099 1.98696 2.73159 2.5267 1.35622 2.21862 1.08876 1.45982 0.904699 0.855759 0.699191 0.568915 0.529695 0.524882 0.464191 0.354211 0.428646 0.322425 0.26398 0.259401 0.296816 0.256428 0.250326 0.238256 0.223883 0.159016
threshold=0.31392000000000003 0.13388500000000003 1.0000000180025095e-35 0.12992000000000004 -0.00090499999999999988 0.092250000000000013 0.072175000000000017 0.097695000000000018 0.090285000000000018 0.075585000000000013 0.056265000000000009 0.13881000000000002 0.057200000000000008 0.15305000000000002 1.0000000180025095e-35 -0.50139499999999992 -0.50142999999999993 0.088375000000000023 0.086445000000000008 0.098705000000000001 0.10216000000000001 -0.0069549999999999985 -0.048914999999999993 -0.085709999999999995 0.087805000000000008 0.10396500000000002 0.10859000000000001 0.42405000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -8 9 17 11 14 16 -3 -2 -5 -10 21 -19 26 -14 23 -23 -4 -20 -21 -18 -16
right_child=10 13 8 15 5 -7 7 -9 12 -11 -12 -13 20 -15 27 -17 19 18 24 25 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=0.00062370579372854264 0.00048029622642623666 0.0010932571302096894 0.0020638969083947045 0.0020650577234737327 0.0020195310138044075 0.0012332199367984539 0.0017112296150452175 0.00082089781540984643 0.0013961072041980837 0.0023191881843619535 0.0010245119719459982 0.00027309162229996941 0.0015456639367243978 0.0006491971064347883 0.00072379364346185555 0.0015998055557785574 0.0017199414686952582 0.0014484354983236069 0.0019312222393989924 0.0016648829736314599 0.0012457469993101247 0.0014767673750702977 0.0018079526622564476 0.0018184856806947966 0.0016677809302310829 0.0014008683761235553 0.001908028484716953 0.00097541704807752841
leaf_weight=59 75 77 53 54 86 93 57 66 57 57 62 72 88 54 62 54 488 72 60 132 53 52 74 573 130 55 85 52
leaf_count=59 75 77 53 54 86 93 57 66 57 57 62 72 88 54 62 54 488 72 60 132 53 52 74 573 130 55 85 52
internal_value=0 0.00163785 0.00167598 0.00143923 0.00132141 0.0016112 0.0010362 0.00123378 0.00173069 0.00180334 0.000665456 0.000580028 0.00164943 0.000910478 0.00069677 0.00183276 0.00168671 0.0017743 0.0016681 0.00170846 0.00143318 0.00181126 0.00167155 0.00183932 0.00175116 0.00158742 0.0017479 0.000838878
internal_weight=0 2629 2498 469 361 179 182 123 2029 1071 323 261 958 131 189 108 817 1014 262 760 141 752 126 626 190 187 573 114
internal_count=2952 2629 2498 469 361 179 182 123 2029 1071 323 261 958 131 189 108 817 1014 262 760 141 752 126 626 190 187 573 114
is_linear=0
shrinkage=0.0032998


Tree=4832
num_leaves=21
num_cat=0
split_feature=10 0 151 1 13 1213 1 403 16 13 1 15 13 403 52 2 2 13 15 52
split_gain=1.03154 0.428768 0.355531 0.384655 0.336709 0.285974 0.341628 0.314257 0.292131 0.218037 0.252105 0.202187 0.207514 0.305969 0.27613 0.147819 0.146627 0.168561 0.128517 0.0458423
threshold=-0.00189 -0.081414999999999987 0.067425000000000013 0.10442000000000001 0.10621000000000001 0.030480000000000004 0.099250000000000019 -0.055314999999999996 -0.077679999999999985 -0.085684999999999997 0.12829500000000002 -0.16749999999999998 -0.027939999999999996 -0.012454999999999999 0.15119000000000002 0.11806500000000002 0.11543500000000002 -0.0019149999999999998 -0.044024999999999988 0.085815000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 9 6 11 8 19 15 16 -2 13 -13 -14 -5 17 -11 -8 -7
right_child=2 -3 -4 4 -6 7 18 -9 -10 10 -12 12 14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0038529690228775964 0.015489517156812835 -0.013875337945696611 0.016896274024801421 -0.007228484451602255 -0.009654734192709586 0 0.010205555023022799 0.023293610670443388 0.016882150419461776 0.011740344292584042 0.01463055879064828 0.013493982099237896 0.0049341031918844766 0.0061520286989980967 -0.0059462423654836572 0.0033483960116331146 -0.003729618950093651 0.0011055054581891434 0.022020863625137964 0.0070663484592662917
leaf_weight=64 67 97 100 65 57 52 52 63 85 81 82 198 606 869 74 88 56 89 54 53
leaf_count=64 67 97 100 65 57 52 52 63 85 81 82 198 606 869 74 88 56 89 54 53
internal_value=0 -0.0068169 0.00703145 0.0066642 0.00253802 0.00764697 0.00694415 0.0129736 0.0095422 0.00404948 0.00662988 0.00639987 0.00605024 0.00751614 0.00374742 -0.00113331 0.00371902 0.00618326 0.0162416 0.00358322
internal_weight=0 161 2791 2691 518 2173 1920 253 190 461 308 1814 1747 1067 680 153 226 170 106 105
internal_count=2952 161 2791 2691 518 2173 1920 253 190 461 308 1814 1747 1067 680 153 226 170 106 105
is_linear=0
shrinkage=0.16829


Tree=4833
num_leaves=13
num_cat=0
split_feature=10 159 1447 12 456 151 151 1 1213 133 11 13
split_gain=0.74361 0.343392 0.320718 0.236786 0.226207 0.202057 0.45946 0.309516 0.196304 0.198869 0.172987 0.172574
threshold=-0.089679999999999982 0.13189000000000003 -0.08292999999999999 0.084805000000000005 0.084770000000000012 -0.29526499999999994 -0.086879999999999985 0.089625000000000024 0.023610000000000003 0.017095000000000003 0.07604000000000001 -0.085859999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 -7 10 -10 -8 -6
right_child=1 -3 4 -5 11 6 8 -9 9 -11 -12 -13
leaf_value=-0.010475496449136944 0.01974226462791975 -0.0059543088885616194 0.014445200996656811 0.0070475604492251506 0.0055976522650937098 0.0029205055255329933 0.0043760794417342522 -0.01524805720515768 0.013572714445644679 0.0031304878969461852 0.010131676957383987 0.016403268456415366
leaf_weight=83 80 70 64 88 78 54 1899 52 152 79 161 92
leaf_count=83 80 70 64 88 78 54 1899 52 152 79 161 92
internal_value=0 0.00567518 0.00596666 0.0131034 0.00551028 0.00509883 0.00484853 -0.00597543 0.00535012 0.0100093 0.00482678 0.011456
internal_weight=0 2869 2799 168 2631 2461 2397 106 2291 231 2060 170
internal_count=2952 2869 2799 168 2631 2461 2397 106 2291 231 2060 170
is_linear=0
shrinkage=0.16829


Tree=4834
num_leaves=20
num_cat=0
split_feature=457 1 13 13 150 14 13 1 50 147 1213 1213 1 160 474 52 52 51 13
split_gain=0.345121 0.413295 0.560289 0.698636 0.34204 0.280978 0.267389 0.265958 0.252123 0.355497 0.22569 0.245335 0.222751 0.268101 0.144043 0.212704 0.321382 0.216236 0.0626421
threshold=0.11596500000000001 0.085720000000000005 -0.09330999999999999 -0.23438999999999996 -0.029954999999999999 0.078275000000000025 -0.13871999999999998 0.13831000000000002 -0.14660499999999996 1.0000000180025095e-35 0.030480000000000004 0.10336000000000002 0.088135000000000005 -0.13815999999999998 0.09091500000000001 -0.15201999999999996 -0.069894999999999985 -0.025069999999999999 -0.016759999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 7 -4 6 -1 -3 -6 12 14 18 -10 -14 15 17 -17 -8 -12
right_child=-2 2 4 -5 8 -7 10 -9 9 -11 11 -13 13 -15 -16 16 -18 -19 -20
leaf_value=0.017795940276388734 0.017320250635838769 -0.0057800617381413167 -0.009070491238363447 -0.017931120301387604 -0.0065406969708855945 -0.0059679896874943236 0.01728861237596847 0.0099297902399197637 -0.0030162874371413512 -0.0055007921592046876 0.020324429371239083 0.0046209462722603513 -0.0012776241225471176 0.0079356242870993118 -0.0023956635846244592 -0.0030583730105241832 0.0056980619249184907 0.0043220960261348852 0.012365376778213094
leaf_weight=55 57 62 59 85 59 55 81 60 73 86 55 96 103 664 70 135 969 67 61
leaf_count=55 57 62 59 85 59 55 81 60 73 86 55 96 103 664 70 135 969 67 61
internal_value=0 0.00408639 0.00177925 -0.00621605 0.00336624 0.00584092 0.00625079 0.00193137 0.00411301 0.00479375 0.00583568 0.0109403 0.00584985 0.00669604 0.00501574 0.00543155 0.00462567 0.0114308 0.0161546
internal_weight=0 2895 1251 207 1044 1644 1589 122 985 926 1534 212 840 767 1322 1252 1104 148 116
internal_count=2952 2895 1251 207 1044 1644 1589 122 985 926 1534 212 840 767 1322 1252 1104 148 116
is_linear=0
shrinkage=0.16829


Tree=4835
num_leaves=27
num_cat=0
split_feature=2 0 1213 1429 16 0 160 16 0 0 0 2 48 48 1447 0 16 16 2 2 0 13 48 0 13 16
split_gain=0.598886 0.439225 0.374766 0.430229 0.435957 0.614026 0.327863 0.378061 0.711293 0.299598 0.322419 0.296253 0.294047 0.405694 0.290501 0.243851 0.285843 0.223128 0.208166 0.188241 0.173411 0.143501 0.133636 0.109658 0.13703 0.07676
threshold=0.10656 0.12321500000000001 0.065530000000000019 0.087700000000000014 -0.018754999999999997 -0.097774999999999987 0.091625000000000026 -0.055004999999999991 -0.082784999999999984 -0.083844999999999989 -0.11262999999999999 0.089310000000000014 0.085855000000000015 0.098405000000000006 -0.083839999999999984 -0.12851999999999997 -0.49057499999999993 -0.080324999999999994 -0.014989999999999998 0.084450000000000011 -0.14606999999999998 -0.0032799999999999995 0.084705000000000016 -0.070664999999999992 -0.071104999999999988 0.070590000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 6 -6 7 15 -9 10 20 19 14 -14 -7 21 -17 -11 -16 -4 22 -1 -2 -19 -25 -26
right_child=1 -3 11 -5 5 12 -8 8 -10 17 -12 -13 13 -15 18 16 -18 23 -20 -21 -22 -23 -24 24 25 -27
leaf_value=0.0038461586025087505 -0.0082642366597778742 -0.014128200820116978 -0.0051012159728789346 -0.0062722497085769581 0.023364590221318586 0.021351248987195696 0.014181763800308438 -0.015823828384055872 0.0099201643493116685 0.011208211403532687 -0.015098122828949047 -0.012477533315739869 -0.0065599681760619326 0.011600990282949433 0.01842495905530751 0.016603089671096135 0.0048194045033527044 0.0083913936740461909 0.0072950885301141157 0.0067387919671442528 0.0060779101370066644 -0.0081723904290377739 0.0026208033195509071 -0.0063978835761358569 -0.0021249228669847453 0.005836590355812122
leaf_weight=52 82 60 62 78 81 54 90 73 52 93 53 52 83 60 53 63 809 54 491 98 75 61 52 67 55 90
leaf_count=52 82 60 62 78 81 54 90 73 52 93 53 52 83 60 53 63 809 54 491 98 75 61 52 67 55 90
internal_value=0 -0.000376469 0.00529939 0.00598033 0.00645387 0.00944146 0.00440587 0.00361161 -0.00509995 0.000949308 -0.00337384 -0.00143729 0.00791708 0.00104745 0.00955681 0.00471896 0.00567281 0.00410937 0.00838274 0.00213956 -0.000392101 -0.00262583 -0.00402678 0.00162069 -9.54521e-05 0.00280432
internal_weight=0 681 2312 2100 2022 822 1200 1110 125 621 262 212 741 143 598 985 872 359 544 160 209 113 134 266 212 145
internal_count=2993 681 2312 2100 2022 822 1200 1110 125 621 262 212 741 143 598 985 872 359 544 160 209 113 134 266 212 145
is_linear=0
shrinkage=0.16829


Tree=4836
num_leaves=22
num_cat=0
split_feature=2 151 14 16 0 2 40 13 1213 1213 401 3 16 51 51 0 0 16 16 0 51
split_gain=0.469808 0.446652 0.377628 0.422029 0.395226 0.382136 0.332957 0.224437 0.327165 0.463644 0.237946 0.235381 0.230079 0.205127 0.910681 0.336725 0.407423 0.27657 0.175327 0.114238 0.184728
threshold=0.12026500000000001 0.082375000000000018 -0.40567999999999999 -0.23389999999999997 -0.065939999999999985 0.14744000000000002 -0.087539999999999993 -0.066634999999999986 -0.086579999999999976 -0.06916499999999999 0.074620000000000006 -0.14884499999999998 -0.14085499999999998 -0.045524999999999989 -0.092104999999999979 0.10923000000000001 -0.033754999999999993 -0.013049999999999997 -0.5038649999999999 -0.068419999999999995 -0.17083999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 18 -5 -6 -1 8 10 -10 -8 -11 -13 14 19 16 17 -15 -4 -9 -21
right_child=2 -3 3 4 5 -7 7 13 9 11 -12 12 -14 15 -16 -17 -18 -19 -20 20 -22
leaf_value=0.017852803347686068 0.010356773781981663 -0.007172486058238471 -0.0037310678090426829 -0.022420907438481217 0.0044579483855266711 -0.01485620711438166 -0.01007650414207026 0.0095899431504276357 0.022405053606858408 0.01632755769313584 0.0044448669566207848 -0.00052343252153290464 0.0065959215691987821 0.0024851792500978544 -0.019679423657950664 0.015458318675959671 -0.011546158221394143 0.010230856965009725 0.0092299652860037776 -0.006230222228503641 0.0076882172572375227
leaf_weight=52 54 96 59 53 60 56 58 70 52 60 71 153 790 809 60 65 52 156 59 53 55
leaf_count=52 54 96 59 53 60 56 58 70 52 60 71 153 790 809 60 65 52 156 59 53 55
internal_value=0 0.00408968 -0.00254335 -0.00497681 -0.0103715 -0.00485064 0.00451337 0.00423564 0.00591922 0.00689783 -0.00207019 0.00609207 0.00543891 0.00272416 -0.00174379 0.00370861 0.00295587 0.00373919 0.00273422 0.00429183 0.000841237
internal_weight=0 2652 341 287 169 116 2556 2504 1184 1055 129 1003 943 1320 238 1082 1017 965 118 178 108
internal_count=2993 2652 341 287 169 116 2556 2504 1184 1055 129 1003 943 1320 238 1082 1017 965 118 178 108
is_linear=0
shrinkage=0.16829


Tree=4837
num_leaves=15
num_cat=0
split_feature=2 151 148 15 4 15 16 159 474 4 49 1447 15 16
split_gain=0.326405 0.392094 0.28366 0.258055 0.390024 0.317602 0.365677 0.195364 0.216242 0.252818 0.223745 0.207463 0.187984 0.111675
threshold=0.11523000000000001 0.082375000000000018 -0.083929999999999991 -0.46645999999999993 0.41552000000000006 -0.074124999999999983 0.24100000000000002 -0.46319999999999995 0.093280000000000016 0.41248000000000007 -0.091004999999999989 -0.086254999999999984 0.11743500000000003 0.26538000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 12 -4 9 10 -9 -12 -7 -10
right_child=3 -3 7 4 -6 6 -8 8 13 -11 11 -13 -14 -15
leaf_value=0.015662360715968625 0.0096053692937090387 -0.0071493496883565178 0.011476526874538161 0.0080616319199736039 -0.012293655043251958 -0.0041754353444521655 -0.015261198856494998 0.012495769523596538 -0.0093278460310338412 0.012548319463708097 0.011200620509227037 0.0026514941368339625 0.0080714300446461766 0.0015250108676632288
leaf_weight=57 53 94 87 96 95 89 56 73 55 88 84 1955 59 52
leaf_count=57 53 94 87 96 95 89 56 73 55 88 84 1955 59 52
internal_value=0 0.00351025 0.0039198 -0.00141323 -0.00289622 7.36452e-05 -0.0036766 0.00363947 0.00334314 0.00370289 0.00333348 0.00300457 0.000694622 -0.00403677
internal_weight=0 2545 2451 448 395 300 204 2394 2307 2200 2112 2039 148 107
internal_count=2993 2545 2451 448 395 300 204 2394 2307 2200 2112 2039 148 107
is_linear=0
shrinkage=0.16829


Tree=4838
num_leaves=11
num_cat=0
split_feature=48 147 0 49 1375 475 11 48 13 42
split_gain=0.258418 0.525211 0.933628 0.361768 0.282625 0.18359 0.216765 0.2578 0.27967 0.199099
threshold=-0.089609999999999981 1.0000000180025095e-35 -0.098064999999999986 -0.15734499999999998 -0.15308499999999997 0.027870000000000002 0.088160000000000002 0.087435000000000013 -0.23438999999999996 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -5 6 7 8 -6 -9
right_child=1 2 -4 4 5 -7 -8 9 -10 -11
leaf_value=0.013436042871177431 -0.010710812901780838 -0.025238423160678525 0.0044812536556334565 0.014890236437677038 0.012509332473643175 0.010586298547474903 0.010975688662493582 0.0065064454702594438 0.0024220822033708439 -0.003544699153438947
leaf_weight=58 57 54 67 54 81 79 80 67 2064 332
leaf_count=58 57 54 67 54 81 79 80 67 2064 332
internal_value=0 0.00208593 -0.00876723 0.00255325 0.00282813 0.00258649 0.00234496 0.00207285 0.00280384 -0.00185241
internal_weight=0 2935 121 2814 2757 2703 2624 2544 2145 399
internal_count=2993 2935 121 2814 2757 2703 2624 2544 2145 399
is_linear=0
shrinkage=0.16829


Tree=4839
num_leaves=31
num_cat=0
split_feature=2 12 2 2 3 2 123 150 3 3 2 123 13 12 3 3 3 156 43 42 3 160 43 3 12 150 2 43 3 43
split_gain=9.93283 4.74986 1.92728 1.49113 1.45295 1.09711 0.905801 0.592782 1.06177 0.554894 1.00912 0.443083 0.722865 0.35068 0.34736 0.809408 0.291779 0.258913 0.253602 0.262095 0.309982 0.242338 0.237048 0.229093 0.221938 0.216199 0.178886 0.169935 0.119488 0.0966766
threshold=0.12026500000000001 0.023990000000000004 0.25063000000000007 0.079770000000000021 0.0012800000000000001 0.093320000000000014 0.083835000000000007 0.082965000000000025 -0.088484999999999994 -0.11151499999999999 0.080495000000000011 0.090655000000000013 -0.09057999999999998 0.098355000000000012 0.0012800000000000001 0.11878500000000002 0.085880000000000012 0.081990000000000021 -0.13915999999999998 0.086000000000000007 -0.092109999999999984 -0.061914999999999991 -0.15961499999999998 -0.049204999999999992 0.10134500000000002 0.10980500000000001 0.086625000000000021 -0.082024999999999987 -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 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 4 6 16 -1 9 -9 10 -3 12 -2 18 27 -16 -5 22 -11 20 -20 -14 -12 -23 -15 -10 -21 -7 -26 -30
right_child=2 7 -4 5 -6 14 -8 8 25 13 17 -13 21 24 15 -17 -18 -19 19 26 -22 23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=0.0011434325546405418 0.00035287746586302695 0.0017442830867362459 -3.3657950894016074e-05 0.0014008353483496788 0.00021667766600241351 0.00082974881634019374 0.00055329990138238327 0.00059349925620279123 0.0012777646970116346 0.00097262597658189366 0.0011246962103624782 0.00034094655400432919 0.00059754767380115737 0.00087355079501518157 0.0011362199845613324 0.00064998351215914195 0.0010687831619435935 0.0010309809006860578 0.0010684357144521131 0.0012067242923429775 0.0012776834958375847 0.0010266105817179276 0.0014112778900012869 0.00073371940726006744 0.0010055715950254762 0.00099290468635630921 0.0010967876765532153 0.00057806434034111303 0.0012784391912394738 0.0010889406049102589
leaf_weight=52 56 53 60 53 70 59 63 52 71 57 52 52 53 57 93 63 67 54 92 352 564 55 87 65 79 52 321 61 57 71
leaf_count=52 56 53 60 53 70 59 63 52 71 57 52 52 53 57 93 63 67 54 92 352 564 55 87 65 79 52 321 61 57 71
internal_value=0 0.00110114 0.000502645 0.000837268 0.000592185 0.000951675 0.000820449 0.00117515 0.000990199 0.0011922 0.00133939 0.000617283 0.000679879 0.00117023 0.00083674 0.000940081 0.00121573 0.00122802 0.00119143 0.00120079 0.00124839 0.000785525 0.00130432 0.000868255 0.0010588 0.00115762 0.00115434 0.000702103 0.00110964 0.0011736
internal_weight=0 2652 341 581 185 396 115 2071 175 1896 246 281 229 1650 276 156 120 193 1386 1329 656 173 139 120 264 123 673 120 207 128
internal_count=2993 2652 341 581 185 396 115 2071 175 1896 246 281 229 1650 276 156 120 193 1386 1329 656 173 139 120 264 123 673 120 207 128
is_linear=0
shrinkage=0.0032998


Tree=4840
num_leaves=11
num_cat=0
split_feature=39 2 106 1 1375 150 150 1 403 2
split_gain=0.286345 0.293702 0.248358 0.36361 0.227756 0.264206 0.245715 0.319229 0.211621 0.0572571
threshold=0.10096000000000001 0.16730000000000003 0.085650000000000018 0.13535500000000003 -0.096734999999999988 0.11966500000000001 0.089155000000000012 0.094655000000000017 -0.53317999999999988 0.13270000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -8 -6 -2
right_child=9 -3 -4 -5 5 -7 7 -9 -10 -11
leaf_value=-0.0062632273065015174 -0.0022631714755699797 -0.0097201984018500057 -0.008255307456368861 0.014822722690261072 -0.0042005844502777806 0.014966006688686586 -0.011396172704494502 0.0057950170308706597 0.003661878885423533 -0.0094521860994635342
leaf_weight=74 77 52 54 75 101 53 74 52 2304 54
leaf_count=74 77 52 54 75 101 53 74 52 2304 54
internal_value=0 0.00280286 0.00303716 0.00326094 0.00293403 0.00319812 0.00295098 -0.00428714 0.00333094 -0.0052403
internal_weight=0 2839 2787 2733 2658 2584 2531 126 2405 131
internal_count=2970 2839 2787 2733 2658 2584 2531 126 2405 131
is_linear=0
shrinkage=0.16829


Tree=4841
num_leaves=10
num_cat=0
split_feature=16 40 1 1375 13 157 16 403 16
split_gain=0.39674 0.290578 0.270158 0.228602 0.20168 0.173503 0.197313 0.484114 0.226397
threshold=-0.54150999999999994 1.0000000180025095e-35 0.14860500000000001 -0.10702499999999998 0.27020000000000005 -0.22319499999999998 -0.010034999999999999 -0.088099999999999984 -0.016354999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 8 -8 -7
right_child=1 -3 -4 4 -6 6 7 -9 -10
leaf_value=0.013439247908084708 -0.0071183464424742944 -0.008230258348908016 -0.0092713845252970668 0.010262221920159072 0.012870859771057999 0.002647659518850124 -0.0134833317093283 0.0011725763180209701 0.010920607592645886
leaf_weight=84 72 81 59 75 52 1526 69 852 100
leaf_count=84 72 81 59 75 52 1526 69 852 100
internal_value=0 0.00170265 0.00199012 0.00223274 0.0024852 0.00227854 0.00204274 7.26259e-05 0.00315756
internal_weight=0 2886 2805 2746 2674 2622 2547 921 1626
internal_count=2970 2886 2805 2746 2674 2622 2547 921 1626
is_linear=0
shrinkage=0.16829


Tree=4842
num_leaves=12
num_cat=0
split_feature=16 14 14 376 0 51 11 49 12 52 50
split_gain=0.274405 0.220355 0.33483 0.256586 0.25015 0.281277 0.362041 0.311159 0.276867 0.242027 0.2143
threshold=-0.54150999999999994 -0.31108499999999994 -1.0000000180025095e-35 0.086445000000000008 -0.22745499999999999 -0.22508999999999998 0.08235000000000002 -0.15734499999999998 0.10156000000000001 -0.5320649999999999 -0.45171999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 8 7 -7 10 -8 -6
right_child=1 2 3 -5 5 6 9 -9 -10 -11 -12
leaf_value=0.011177559749761829 -0.0069705920874973465 0.015056140348696453 -0.0076653700281686414 -0.0096495854682503209 0.0053940937995961549 -0.010334618934524557 0.00023497397553152942 0.0022496366968283677 -0.00146212127912358 -0.015117223167149757 0.019951795411585829
leaf_weight=84 86 52 79 58 54 57 56 2269 53 60 62
leaf_count=84 86 52 79 58 54 57 56 2269 53 60 62
internal_value=0 0.00141611 0.00167434 0.00142047 0.00165982 0.00194266 0.00148226 0.00194048 0.00858462 -0.00769033 0.0131904
internal_weight=0 2886 2800 2748 2690 2611 2442 2326 169 116 116
internal_count=2970 2886 2800 2748 2690 2611 2442 2326 169 116 116
is_linear=0
shrinkage=0.16829


Tree=4843
num_leaves=29
num_cat=0
split_feature=4 3 2 2 12 3 52 376 47 52 4 2 124 2 160 3 457 12 51 4 4 12 12 47 1446 4 3 2
split_gain=15.8016 7.03929 2.46199 3.28786 1.24077 1.01381 0.850795 0.576629 0.877597 0.735115 0.834885 0.472794 0.46366 0.457419 0.441218 0.68801 0.474119 0.486803 0.321532 0.365352 0.293927 0.466182 0.366423 0.19485 0.140385 0.293056 0.115749 0.0892184
threshold=0.31392000000000003 -0.059315 0.10859000000000001 -0.0098549999999999974 0.11667000000000001 0.31395500000000004 -0.064364999999999992 0.048375000000000008 0.077735000000000012 -0.10012499999999998 0.0014100000000000002 0.14132000000000003 -0.076164999999999983 0.12750000000000003 -0.015684999999999994 -0.11017499999999998 0.064110000000000014 0.087915000000000007 -0.21463999999999997 -0.0026499999999999996 -0.078704999999999983 0.084235000000000018 0.084930000000000019 0.10113500000000002 0.084465000000000012 -0.016029999999999996 -0.073159999999999989 0.086305000000000007
decision_type=2 2 2 2 2 2 2 2 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 14 12 -4 8 9 -5 -11 -8 -2 26 15 -1 17 20 -19 -20 22 -22 -16 24 25 -17 -14 -26
right_child=5 2 6 7 -6 -7 11 -9 -10 10 -12 -13 13 -15 16 23 -18 18 19 -21 21 -23 -24 -25 27 -27 -28 -29
leaf_value=0.0011366643337201558 0.0004643509838496615 0.00066866437613360638 0.00056553196745515622 0.0016376689934055775 0.0010063568206237069 0.00022733720953185048 0.0011643916784071535 0.0010794038626927092 0.0017924667281539145 0.00097971794290890217 0.0014727883328107851 0.00075103473822392029 0.0010212660672835052 0.00053935726174906217 0.0014293808582749677 0.0013410347622303097 0.0012537757434075098 0.0017342719981447497 0.0015354528481662012 0.0013434427188927212 0.0020316712522016923 0.0016505684291832075 0.0016770361363721139 0.0012930515683286126 0.0017182481654110747 0.0015447142932643822 0.00081360523402368597 0.0015212389281714263
leaf_weight=69 62 83 85 71 52 59 74 52 67 75 76 52 56 53 101 118 55 74 663 133 52 115 198 52 54 243 68 58
leaf_count=69 62 83 85 71 52 59 74 52 67 75 76 52 56 53 101 118 55 74 663 133 52 115 198 52 54 243 68 58
internal_value=0 0.00141691 0.00111335 0.00125845 0.00151153 0.000615589 0.000821609 0.00140191 0.00145981 0.00135926 0.00122812 0.00099408 0.000711286 0.000797584 0.00152474 0.0014486 0.00155723 0.0015697 0.00152309 0.00150342 0.00165663 0.00176945 0.0015935 0.00148953 0.00151106 0.00147824 0.000907672 0.00161654
internal_weight=0 2672 635 424 2037 298 211 341 289 222 151 126 239 177 1985 594 1391 1336 870 796 466 167 299 525 473 361 124 112
internal_count=2970 2672 635 424 2037 298 211 341 289 222 151 126 239 177 1985 594 1391 1336 870 796 466 167 299 525 473 361 124 112
is_linear=0
shrinkage=0.0032998


Tree=4844
num_leaves=15
num_cat=0
split_feature=14 40 49 400 156 156 457 3 13 3 160 1455 133 156
split_gain=0.276929 0.258906 0.298648 0.176813 0.213532 0.670672 0.352707 0.477276 0.362922 0.304991 0.275929 0.202842 0.146489 0.137543
threshold=0.073890000000000011 1.0000000180025095e-35 -0.15734499999999998 -0.081814999999999985 0.050840000000000003 0.087485000000000021 0.048870000000000004 -0.027864999999999997 -0.11210999999999999 -0.10175499999999998 0.085460000000000022 -0.050099999999999992 -0.015324999999999997 0.11124500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 12 6 -6 7 11 -9 -7 -8 -5 -4 -11
right_child=-2 -3 3 4 5 9 10 8 -10 13 -12 -13 -14 -15
leaf_value=-0.0077196084242221897 0.011293454549432851 -0.0068440534235342243 0.0014932101505553863 -0.0024257253247355328 -0.017800859208178098 -0.0082100885113222492 0.016594113904109451 0.0061871470293833218 -0.0055731583776053029 0.0072229208222187756 0.0038527743221861664 0.0048084529738694273 -0.010245770529108713 -0.0013586506341732461
leaf_weight=79 98 87 71 118 55 63 102 102 273 189 92 1516 52 73
leaf_count=79 98 87 71 118 55 63 102 102 273 189 92 1516 52 73
internal_value=0 0.00219091 0.00247379 0.00277205 0.00306927 -0.000610866 0.00370488 0.00304191 -0.00236956 0.00229268 0.0105611 0.00428493 -0.003455 0.00482502
internal_weight=0 2872 2785 2706 2583 380 2203 2009 375 325 194 1634 123 262
internal_count=2970 2872 2785 2706 2583 380 2203 2009 375 325 194 1634 123 262
is_linear=0
shrinkage=0.16829


Tree=4845
num_leaves=14
num_cat=0
split_feature=0 1419 393 1 1 160 159 1 12 4 4 3 3
split_gain=0.362078 0.259242 0.257954 0.255426 0.3124 0.451853 0.405745 0.352763 0.255031 0.550112 0.250461 0.198031 0.286699
threshold=0.15312500000000004 0.086415000000000006 -1.0000000180025095e-35 0.15099500000000002 0.10075500000000003 -0.077614999999999976 0.043570000000000005 0.10593500000000002 -0.0066799999999999993 0.016670000000000001 -0.111135 0.10021000000000001 -0.016294999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 6 -6 -7 9 -4 -9 12 -10
right_child=-2 -3 3 -5 5 7 -8 10 11 -11 -12 -13 -14
leaf_value=0.012524047635423856 -0.011458653730532861 0.011297972921317694 0.020272593144387813 0.011723604021330745 0.016354246959671977 -0.013184527237734443 -0.0022884717833506945 0.0074065245187699821 0.0014722626928397363 -0.002459358882550171 -0.0037607385634218235 -0.0082737881591072419 0.009529413811627651
leaf_weight=61 58 82 65 67 65 99 67 67 1723 56 374 54 135
leaf_count=61 58 82 65 67 65 99 67 67 1723 56 374 54 135
internal_value=0 0.0019657 0.00169495 0.001456 0.00120101 -0.00194323 0.00687804 -0.00410287 0.00224121 0.00973717 -0.00206005 0.0017659 0.00205865
internal_weight=0 2915 2833 2772 2705 672 132 540 2033 121 441 1912 1858
internal_count=2973 2915 2833 2772 2705 672 132 540 2033 121 441 1912 1858
is_linear=0
shrinkage=0.16829


Tree=4846
num_leaves=26
num_cat=0
split_feature=0 159 52 15 40 0 15 0 453 1456 0 0 0 43 52 16 16 2 43 0 15 48 15 0 0
split_gain=0.277748 0.427715 0.645708 0.87546 0.988884 0.31365 0.368589 0.272549 0.213901 0.243582 0.512831 0.322022 0.543403 0.363096 0.340094 0.320136 0.33537 0.24202 0.223555 0.213684 0.263765 0.226814 0.143275 0.0856525 0.107585
threshold=-0.068669999999999995 0.089030000000000012 -0.39173999999999992 0.039965000000000007 -0.039379999999999991 0.060910000000000006 -0.063834999999999989 -0.00077999999999999999 1.0000000180025095e-35 -0.084244999999999987 -0.085674999999999987 -0.12851999999999997 -0.10726999999999999 -0.028184999999999998 0.0049050000000000005 -0.16318499999999997 0.052690000000000008 -0.0011799999999999998 -0.084059999999999982 -0.15651999999999996 -0.083859999999999976 0.083305000000000004 0.11308000000000001 0.121355 -0.047019999999999999
decision_type=2 2 2 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 23 4 -4 6 -6 -3 9 10 -1 14 13 -13 19 -14 17 -17 -18 20 -11 -21 -5 24 -2
right_child=1 7 3 22 5 -7 -8 -9 -10 11 -12 12 15 -15 -16 16 18 -19 -20 21 -22 -23 -24 -25 -26
leaf_value=0.018940875287483248 0.0026418162557983226 -0.0011980949547803208 0.0021813428013227887 0.010469331798159979 -0.016271366328489134 -0.0091500734935152754 -0.034760179205414868 0.013950845596284686 0.011160483532863575 -0.0022438198599786024 -0.0017951079758258665 0.0036281367536265567 -0.0081816522174874007 0.022963634498989308 -0.011451416497948159 0.014236388398874863 0.0054010459889504417 0.0028194351288040637 -0.0074001249296330668 -0.012210194576525715 0.01202501475776834 0.0024098373681882847 -0.00081821590346531749 -0.00062218221416873829 0.012776730811954039
leaf_weight=70 63 62 82 54 67 52 57 73 75 78 65 52 87 59 98 55 52 1247 149 62 69 58 77 53 57
leaf_count=70 63 62 82 54 67 52 57 73 75 78 65 52 87 59 98 55 52 1247 149 62 69 58 77 53 57
internal_value=0 -0.00152115 -0.0035665 -0.0073725 -0.013063 -0.0201756 -0.0247847 0.00698025 0.00231714 0.00201498 0.00894358 0.00156137 0.0025352 0.0139217 -0.00297203 0.00173916 0.00231462 0.0033031 -0.00407944 0.000133521 0.00444157 -0.00512887 0.00382095 0.00498111 0.00747087
internal_weight=0 697 562 389 258 176 124 135 2276 2201 135 2066 1701 111 365 1590 1503 1302 201 267 147 120 131 173 120
internal_count=2973 697 562 389 258 176 124 135 2276 2201 135 2066 1701 111 365 1590 1503 1302 201 267 147 120 131 173 120
is_linear=0
shrinkage=0.16829


Tree=4847
num_leaves=28
num_cat=0
split_feature=2 2 2 2 52 52 3 16 15 11 16 3 133 16 15 15 16 15 13 16 3 52 52 16 52 2 13
split_gain=21.9519 11.2294 5.2638 3.72232 2.20115 2.97043 1.87939 1.49672 1.2227 1.02458 0.880904 0.834093 0.699782 0.606652 0.566011 0.525433 0.450624 0.41321 0.413696 0.364178 0.344707 0.341121 0.318468 0.483525 0.262789 0.232941 0.173573
threshold=0.12026500000000001 -1.0000000180025095e-35 0.095850000000000005 0.17990500000000001 -0.41694999999999993 0.029970000000000007 -0.079854999999999995 0.0063750000000000013 -0.13843999999999998 1.0000000180025095e-35 -0.13800499999999996 0.093925000000000022 0.0029250000000000005 -0.025214999999999998 -0.040119999999999996 -0.083859999999999976 -0.071704999999999991 0.095330000000000012 -0.068484999999999976 -0.13800499999999996 0.0012800000000000001 0.08869500000000001 -0.17568999999999999 0.054560000000000004 0.087525000000000006 0.088615000000000013 0.0014600000000000001
decision_type=2 2 2 2 2 2 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 8 26 7 -1 13 20 11 -8 16 14 15 -10 -6 19 18 -7 24 -2 -21 25 -24 -3 -18 -4
right_child=3 2 4 -5 5 17 10 -9 12 -11 -12 -13 -14 -15 -16 -17 22 -19 -20 21 -22 -23 23 -25 -26 -27 -28
leaf_value=0.0015634723210332419 0.0010062265349320566 0.0017373115781811695 0.0021166043740157162 0.00019625674988192404 0.0010753835432936458 0.0014870566747122555 0.0005878283633976776 0.0016723972694190721 0.0013538223172342295 0.002350711621219758 0.0010961939566222249 0.0015935780333498906 0.0015807523992048768 0.00083359028087630794 0.00086387531939820944 0.0014665087446113336 0.0021652070583459602 0.0019763754656234099 0.0018441462169240714 0.0020936120502289333 0.00063858563906871873 0.0019246161120769036 0.0019109782162277881 0.00165110425781555 0.0020421880344935442 0.0018789360962380018 0.0018694153399638122
leaf_weight=65 54 82 68 65 86 65 62 82 52 72 94 71 52 52 52 68 83 88 82 501 59 185 568 93 53 54 65
leaf_count=65 54 82 68 65 86 65 62 82 52 72 94 71 52 52 52 68 83 88 82 501 59 185 568 93 53 54 65
internal_value=0 0.00180371 0.00186881 0.000905584 0.00161618 0.0015195 0.00109133 0.00129443 0.00107685 0.00196284 0.000894377 0.00194629 0.0012666 0.0011438 0.00110919 0.00124832 0.00196174 0.00179519 0.00168649 0.00201675 0.000814584 0.00204809 0.0019051 0.00187447 0.00185726 0.00205263 0.00199606
internal_weight=0 2639 2418 334 656 523 221 288 269 1762 156 1690 156 206 104 154 1619 235 147 821 113 686 798 661 135 137 133
internal_count=2973 2639 2418 334 656 523 221 288 269 1762 156 1690 156 206 104 154 1619 235 147 821 113 686 798 661 135 137 133
is_linear=0
shrinkage=0.0032998


Tree=4848
num_leaves=15
num_cat=0
split_feature=49 40 8 49 151 151 1446 4 482 4 4 150 483 3
split_gain=0.297741 0.279338 0.276866 0.206971 0.198237 0.384889 0.191201 0.317361 0.229195 0.222183 0.216824 0.21034 0.122043 0.0663323
threshold=-0.087529999999999983 0.083905000000000007 0.077880000000000019 -0.081019999999999981 0.085445000000000007 -0.0064299999999999991 0.083225000000000007 -0.084704999999999989 0.093375000000000027 0.51074000000000008 -0.019465 0.12012000000000002 0.088610000000000008 -0.082634999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 8 -8 9 11 -10 -5 13 -9
right_child=1 -3 -4 6 -6 -7 7 12 10 -11 -12 -13 -14 -15
leaf_value=0.016876398981811449 -0.0078805023207633978 -0.0094222083692515751 -0.0092235695756652768 0.0034865729111253716 0.017425898502050757 -0.0015295941616907331 -0.013226930414075515 0.0011028569320823503 0.0023544794958884579 -0.0057562750799791907 0.01651697659681067 -0.0067756622629900221 -0.004015218876248984 0.0094550473892966152
leaf_weight=52 52 58 57 2121 56 84 53 57 55 81 70 58 67 52
leaf_count=52 52 58 57 2121 56 84 53 57 55 81 70 58 67 52
internal_value=0 0.0021282 0.00237489 0.00262354 0.00898405 0.00549478 0.00283318 -0.00180666 0.00327944 0.00289035 0.0102999 0.00321259 0.00162219 0.00510387
internal_weight=0 2781 2723 2666 192 136 2614 229 2385 2260 125 2179 176 109
internal_count=2973 2781 2723 2666 192 136 2614 229 2385 2260 125 2179 176 109
is_linear=0
shrinkage=0.16829


Tree=4849
num_leaves=16
num_cat=0
split_feature=482 402 1212 133 159 393 49 40 159 159 48 12 453 402 43
split_gain=0.247391 0.259323 0.276409 0.305189 0.237064 0.241376 0.248858 0.352526 0.349496 0.313578 0.30427 0.345826 0.265044 0.232568 0.0727416
threshold=0.11614500000000001 -0.08527499999999999 0.092585000000000015 0.40304500000000004 -0.40873999999999994 -1.0000000180025095e-35 -0.085999999999999979 0.053385000000000009 0.085035000000000013 0.089685000000000001 0.090045000000000014 0.086535000000000015 0.085565000000000016 -0.41142499999999999 -0.072829999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 14 -6 10 8 12 -10 11 -7 -8 -5 -3
right_child=-2 4 -4 13 5 6 7 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=0.018239086221912837 0.013431010472844092 0.004785343764903219 -0.0035498640266902423 0.01088449471016145 0.011837248674952686 0.019262036593052107 -0.00064674394766333601 -0.01282070038632129 0.017230463992905318 0.0033411558665648517 -0.0027497503654745656 0.0015374611596481601 0.011319874159174102 -0.0037007051871861814 0.01351034092599104
leaf_weight=77 54 56 55 74 58 71 1782 56 53 356 64 56 54 53 54
leaf_count=77 54 56 55 74 58 71 1782 56 53 356 64 56 54 53 54
internal_value=0 0.00192907 0.00701423 0.0098712 0.00143327 0.00110249 0.000851925 0.000366572 0.00069632 0.00514539 0.00668963 0.0114606 -0.000293806 0.00478361 0.00908486
internal_weight=0 2919 259 204 2660 2550 2492 2301 2245 409 191 127 1836 127 110
internal_count=2973 2919 259 204 2660 2550 2492 2301 2245 409 191 127 1836 127 110
is_linear=0
shrinkage=0.16829


Tree=4850
num_leaves=10
num_cat=0
split_feature=33 34 481 1419 157 1 42 13 0
split_gain=0.349356 0.360546 0.255786 0.206994 0.219831 0.443942 0.287025 0.341431 0.206787
threshold=1.0000000180025095e-35 -0.05547499999999999 0.063455000000000011 0.089235000000000009 -0.21780999999999998 0.14828500000000003 -0.09361499999999999 0.056735000000000001 -0.079864999999999978
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 8 -8 -6
right_child=-2 2 -4 -5 5 -7 7 -9 -10
leaf_value=-0.0092634497656190178 -0.010243358479623288 -0.0075082471662138231 0.012203762514822534 0.012780667827212261 0.0040009884379664361 0.017086332414000042 0.0022025159700398878 -0.0044086291730279841 0.014487341100200187
leaf_weight=74 64 65 77 53 154 57 2040 248 82
leaf_count=74 64 65 77 53 154 57 2040 248 82
internal_value=0 0.00232455 0.00263409 0.00236042 0.00215102 0.00239497 0.00206248 0.00148514 0.00765216
internal_weight=0 2850 2776 2699 2646 2581 2524 2288 236
internal_count=2914 2850 2776 2699 2646 2581 2524 2288 236
is_linear=0
shrinkage=0.16829


Tree=4851
num_leaves=29
num_cat=0
split_feature=1 4 155 1 4 2 12 12 4 50 1 2 43 0 0 0 4 0 12 1 4 156 51 12 2 150 43 12
split_gain=24.978 3.91759 2.14961 1.96077 1.86001 1.75134 1.41243 1.22834 1.19402 1.07822 1.01614 1.255 0.934438 0.779953 0.628032 0.526214 0.516111 0.499179 0.46034 0.37992 0.299736 0.211517 0.24814 0.335695 0.265661 0.203085 0.186449 0.12975
threshold=0.10423500000000001 0.41377500000000006 0.09198000000000002 0.121715 0.27020000000000005 0.10859000000000001 0.089435000000000014 0.11697000000000002 -0.026469999999999997 0.083800000000000013 0.086165000000000005 0.08622500000000001 -1.0000000180025095e-35 -0.0033699999999999993 -0.095324999999999979 -0.083694999999999978 -0.4950449999999999 -0.097224999999999992 0.087915000000000007 0.080320000000000016 0.51292000000000015 0.087610000000000007 -0.0065149999999999991 0.088365000000000013 0.085075000000000026 0.088690000000000005 -0.040494999999999996 0.09253500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -3 7 6 -2 8 9 13 21 15 -7 17 -5 -12 -15 -1 -11 -19 -16 22 23 -10 -24 -14 -20 -28
right_child=1 3 -4 14 -6 12 -8 -9 10 18 11 -13 25 16 20 -17 -18 19 26 -21 -22 -23 24 -25 -26 -27 27 -29
leaf_value=0.0018707889567169483 0.0008287794588588992 0.00088364077792684598 0.0016125679840154066 0.00053385819373697764 0.00092980465044368329 0.00030398735007869935 0.0014069182935542135 0.0011372911995488355 0.001275816690268839 0.0020529974020769386 0.0015802756161624907 0.00084901229076604233 0.00096953613991545662 0.0015084700644430601 0.00029034721077144217 0.0011595513981271185 0.001079443929074038 0.0016102683905266188 0.0015562032073801627 0.0013993795857001402 -5.3714380881112688e-05 0.0016718166523908133 0.0017533148672962816 0.0015746724862521484 0.0015063538046854114 0.00068219970554528092 0.0019084298586435954 0.0016785870970955049
leaf_weight=72 92 84 53 62 57 56 93 82 110 67 87 60 56 73 55 53 54 685 52 111 55 89 57 68 360 54 62 55
leaf_count=72 92 84 53 62 57 56 93 82 110 67 87 60 56 73 55 53 54 685 52 111 55 89 57 68 360 54 62 55
internal_value=0 0.000789848 0.000992301 0.000470215 0.00151987 0.000898542 0.0011196 0.00153517 0.00155058 0.00161728 0.00145765 0.00124976 0.000651967 0.00156946 0.000268105 0.00142125 0.00132633 0.00160499 0.00181875 0.0015809 0.000117996 0.00151839 0.00149538 0.00139018 0.0015402 0.0008288 0.00172567 0.00180069
internal_weight=0 660 404 256 2254 351 185 2197 2115 1231 884 200 166 995 172 140 127 868 236 796 110 684 595 178 417 110 169 117
internal_count=2914 660 404 256 2254 351 185 2197 2115 1231 884 200 166 995 172 140 127 868 236 796 110 684 595 178 417 110 169 117
is_linear=0
shrinkage=0.0032998


Tree=4852
num_leaves=29
num_cat=0
split_feature=1 3 123 15 10 14 159 12 15 3 13 3 3 49 16 1 159 3 3 12 16 51 3 16 3 15 160 13
split_gain=22.6679 3.15084 1.76716 1.57211 1.48631 1.02584 0.661487 1.11792 0.855774 1.02262 1.97201 0.819569 0.620202 0.64735 0.91113 0.43288 0.402009 0.562842 0.47679 0.353177 0.34794 0.301795 0.280997 0.21006 0.135811 0.113249 0.129933 0.100648
threshold=0.10423500000000001 -0.049204999999999992 1.0000000180025095e-35 -0.14689499999999997 -0.0093599999999999985 0.073890000000000011 -0.017619999999999997 0.083885000000000015 1.0000000180025095e-35 -0.11017499999999998 0.094890000000000016 -0.096099999999999977 -0.016294999999999994 -0.058504999999999995 -0.0030649999999999996 0.11378500000000001 0.082975000000000007 -0.073984999999999981 -0.075404999999999986 0.099170000000000022 -0.46591499999999991 -0.091829999999999981 -0.076514999999999986 0.058875000000000004 -0.08620499999999999 -0.011244999999999998 -0.14487999999999998 -0.081659999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 -3 6 7 -1 9 10 -8 -10 -6 -14 15 -15 17 -11 -18 22 -17 -5 -13 25 -23 27 -27 -9
right_child=1 4 -4 21 12 -7 8 23 11 16 -12 19 13 14 -16 20 18 -19 -20 -21 -22 24 -24 -25 -26 26 -28 -29
leaf_value=0.0018982574075332825 0.00047214346064515018 3.0208817073528024e-05 0.00087066061025171373 0.0013025004112785709 0.00020561521412311507 0.0017097382917831824 0.00045328472268201577 0.0014895610215926742 0.001665392831150324 0.0012953272492761427 0.001332574618619052 0.0013347674189994221 0.00091101994978308725 0.00089837850403602453 0.00018673721274850704 0.0003340129026040977 0.0012848872548125185 0.0010824472658561603 0.0016405471427102128 0.0011427220640288984 0.00068702534774597781 0.00088806836698261909 0.0015555888810420979 0.0015628727852062519 0.0011175169994246477 0.001380696851651986 0.0011541129628785097 0.0012892837452205988
leaf_weight=52 61 76 95 52 52 76 52 68 91 385 60 570 58 52 65 53 138 213 60 96 73 62 73 53 56 52 67 53
leaf_count=52 61 76 95 52 52 76 52 68 91 385 60 570 58 52 65 53 138 213 60 96 73 62 73 53 56 52 67 53
internal_value=0 0.000616758 0.0013122 0.000927609 0.000449295 0.00133161 0.0013178 0.00145061 0.00129142 0.00122105 0.000924647 0.00136835 0.000539423 0.000596974 0.000521872 0.000644054 0.00126271 0.00121956 0.00139284 0.00133173 0.000538816 0.00109083 0.00135989 0.00137105 0.000997258 0.00132854 0.00125342 0.00140213
internal_weight=0 660 2254 231 429 2159 2083 345 1738 908 112 830 353 301 243 178 796 598 198 739 126 170 643 293 118 240 119 121
internal_count=2914 660 2254 231 429 2159 2083 345 1738 908 112 830 353 301 243 178 796 598 198 739 126 170 643 293 118 240 119 121
is_linear=0
shrinkage=0.0032998


Tree=4853
num_leaves=28
num_cat=0
split_feature=1 1 1 2 457 42 51 43 2 1420 2 401 401 50 1212 403 133 475 2 42 10 1 1 133 401 2 2
split_gain=20.5163 2.02242 1.514 0.903914 0.860574 0.852936 0.74485 0.703869 0.543928 0.491584 0.471006 0.635863 0.469419 0.465072 0.431635 0.584888 0.373257 0.34239 0.274442 0.446137 0.255993 0.234983 0.20145 0.131171 0.0976192 0.0615328 0.0368111
threshold=0.10921500000000002 0.13612500000000002 0.093935000000000018 0.12750000000000003 0.081330000000000013 0.082690000000000013 -0.030299999999999997 -0.06538999999999999 0.11504500000000002 -1.0000000180025095e-35 0.097005000000000022 1.0000000180025095e-35 0.092910000000000006 0.077920000000000003 0.041590000000000009 -0.088579999999999978 0.046800000000000008 -0.086424999999999988 0.10202000000000001 -0.0086449999999999982 -0.020369999999999996 0.098395000000000024 0.14367000000000005 0.092215000000000005 0.11336 0.11487000000000001 0.10745500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 9 6 7 -4 -2 -7 -1 11 14 -13 21 17 -16 18 -11 -12 -20 -3 -8 -22 -18 -14 -9 -25
right_child=1 20 4 -5 -6 8 13 25 -10 10 16 12 24 -15 15 -17 23 -19 19 -21 22 -23 -24 26 -26 -27 -28
leaf_value=0.001690462691566541 0.00035679106267412421 0.00017960288500078154 0.0015416183340657111 0.0010005211664372675 0.00086352757257166608 0.0011622131056147535 0.0012347552267362686 0.00086898029233526287 0.00076360003672100397 0.001679424627386607 0.0010311477882524206 0.0018456202545426392 0.0014007891295814909 0.0013667789401241763 0.0010776994487833719 0.0014183124308060366 0.0015582195306035505 0.0014272508896033338 0.0015033601589407796 0.0011123860668134089 0.00029907178626422607 0.00095484824230239376 0.00056752869270530455 0.0014179542977779366 0.0016029878895414068 0.00072742268531517335 0.0012840922133815992
leaf_weight=74 58 52 78 57 74 88 52 62 66 64 66 67 62 82 92 141 55 1021 61 69 53 95 74 58 53 87 53
leaf_count=74 58 52 78 57 74 88 52 62 66 64 66 67 62 82 92 141 55 1021 61 69 53 95 74 58 53 87 53
internal_value=0 0.000662894 0.00137563 0.00141216 0.00118447 0.000805179 0.00126171 0.000666314 0.000991608 0.00142426 0.00141366 0.00143967 0.00162381 0.00116622 0.00141422 0.00128397 0.00130578 0.00144216 0.00120707 0.00129611 0.000375742 0.0010541 0.000455773 0.00142211 0.00149428 0.000786562 0.00135436
internal_weight=0 540 2374 1993 381 361 307 207 154 1936 1862 1500 182 229 1318 233 362 1085 196 130 179 147 127 166 115 149 111
internal_count=2914 540 2374 1993 381 361 307 207 154 1936 1862 1500 182 229 1318 233 362 1085 196 130 179 147 127 166 115 149 111
is_linear=0
shrinkage=0.0032998


Tree=4854
num_leaves=28
num_cat=0
split_feature=1 52 52 4 1 47 15 16 15 51 1 15 11 1 16 51 16 2 52 16 160 4 2 0 4 50 16
split_gain=18.1972 3.2871 1.79059 1.6769 1.36264 1.09811 0.931521 0.83819 0.950575 0.695583 0.698767 0.872625 0.74916 0.633569 0.560268 0.56788 0.511624 0.352745 0.303924 0.286513 0.251398 0.387627 0.246628 0.266157 0.237607 0.161797 0.103325
threshold=0.10442000000000001 -0.40011499999999994 0.12484500000000003 0.043640000000000005 0.13654500000000003 0.10070000000000003 -0.043134999999999993 -0.026479999999999997 -0.075094999999999981 -0.10183499999999999 0.091395000000000018 0.033605000000000003 1.0000000180025095e-35 0.11215000000000001 0.031255000000000005 0.078960000000000016 -0.116045 0.08647500000000001 -0.24334999999999998 -0.097664999999999988 0.066880000000000009 0.097095000000000015 0.089310000000000014 -0.077809999999999976 0.50027500000000014 0.091765000000000013 -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
left_child=3 -2 4 9 5 7 20 8 24 18 12 17 14 -9 15 19 -6 -12 -1 -11 21 -5 -16 -24 -3 -13 -17
right_child=1 2 -4 6 16 -7 -8 13 -10 10 11 25 -14 -15 22 26 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28
leaf_value=0.0014537267908003759 0.0014259066823586518 0.00041151573181930523 0.0010994315662416604 0.001328752189986408 0.00049854444966475819 0.0010824467558476238 0.00084902906163036873 0.00013615617265347516 0.0010883463272903702 0.0017059390012885407 0.0011936714348278791 0.0013208517987932228 0.0017452163769365067 0.00063810259199828414 0.0010496310489100762 0.0011944577653912136 0.00010808171232055356 0.0008434073299413079 0.0017529004639626115 0.0014506383817077643 0.0014258749798794856 0.001000459032512898 0.0014947290664076456 0.0012138301392662777 0.00072940753147371048 0.0015612700560355757 0.0013709799259638764
leaf_weight=66 71 52 91 93 86 69 81 54 62 52 76 71 76 56 52 111 64 55 91 1007 72 70 59 106 52 59 60
leaf_count=66 71 52 91 93 86 69 81 54 62 52 76 71 76 56 52 111 64 55 91 1007 72 70 59 106 52 59 60
internal_value=0 0.000754912 0.000673554 0.00137905 0.00059519 0.00070944 0.00115553 0.00061606 0.000764313 0.00141542 0.00139675 0.00123796 0.00142394 0.000392013 0.00140704 0.00143451 0.000332182 0.00104688 0.00162736 0.00146321 0.00126102 0.00118798 0.00125118 0.00131449 0.0005708 0.00143024 0.0012566
internal_weight=0 657 586 2257 495 345 316 276 166 1941 1784 261 1523 110 1447 1230 150 131 157 1059 235 163 217 165 104 130 171
internal_count=2914 657 586 2257 495 345 316 276 166 1941 1784 261 1523 110 1447 1230 150 131 157 1059 235 163 217 165 104 130 171
is_linear=0
shrinkage=0.0032998


Tree=4855
num_leaves=24
num_cat=0
split_feature=1 3 1 2 3 2 2 2 40 1 15 3 16 51 2 3 16 51 42 131 160 15 2
split_gain=15.1202 3.5246 1.7687 1.39429 0.951245 0.689539 1.00541 0.633218 0.559545 0.555284 0.78252 0.548066 0.469103 0.991873 0.387065 0.293141 0.382325 0.392324 0.383036 0.276624 0.238616 0.290505 0.232925
threshold=0.10398500000000001 -0.036264999999999992 0.13130500000000003 0.098655000000000007 -0.15624499999999999 0.14253500000000002 -1.0000000180025095e-35 0.10393500000000001 -0.027374999999999997 0.122715 -0.10114499999999998 0.093925000000000022 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.0098549999999999974 -0.0091399999999999988 0.064455000000000012 -0.085594999999999991 0.086855000000000016 0.090175000000000019 -1.0000000180025095e-35 -0.028079999999999997 0.114
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 -1 6 -3 19 -5 10 -8 14 20 22 -6 16 17 -16 -18 -2 -10 -22 -14
right_child=1 5 -4 8 11 -7 9 -9 12 -11 -12 -13 13 -15 15 -17 18 -19 -20 -21 21 -23 -24
leaf_value=0.0017090030997272819 0.001431780242380782 0.00027300368095695463 0.00043381143138391311 0.00076514298358262248 0.0010200303071501865 0.00024833097882964803 0.00086439190055832241 0.00090693686273651234 0.0014347713619773023 0.00092140759142727386 0.00035461838347550218 0.0009790771390765507 0.0013362835966364214 0.00072367528394163942 0.0015280290148899963 0.0014764207592623288 0.00095547003443573262 0.0012876156839729863 0.0012868238231245118 0.0011073253227129219 0.0010045269556517781 0.001311103172373869 0.0010477066345939245
leaf_weight=57 61 90 52 54 59 100 56 91 53 74 80 67 65 79 80 94 75 1341 80 57 64 75 61
leaf_count=57 61 90 52 54 59 100 56 91 53 74 80 67 65 79 80 94 75 1341 80 57 64 75 61
internal_value=0 0.000681075 0.000979507 0.00124737 0.00128751 0.00048626 0.000565452 0.00111511 0.00108234 0.000690619 0.000564784 0.00127412 0.00112539 0.00101468 0.00128553 0.00129489 0.00128404 0.00130118 0.00112672 0.00127535 0.00124342 0.0011702 0.00119686
internal_weight=0 661 261 2304 1853 400 300 209 451 210 136 1796 397 205 1729 1670 1576 1421 155 118 192 139 126
internal_count=2965 661 261 2304 1853 400 300 209 451 210 136 1796 397 205 1729 1670 1576 1421 155 118 192 139 126
is_linear=0
shrinkage=0.0032998


Tree=4856
num_leaves=22
num_cat=0
split_feature=48 0 16 1 2 0 16 51 49 159 2 12 2 51 0 1 12 16 2 12 12
split_gain=0.39525 0.424495 0.362809 0.353537 0.646854 0.419679 0.335004 0.28182 0.781273 0.315811 0.409763 0.729901 0.254482 0.241558 0.296171 0.245869 0.204633 0.327709 0.224365 0.524895 0.351502
threshold=-0.024949999999999996 -0.096444999999999989 -0.53342999999999996 0.10455000000000002 -0.007134999999999999 -0.13843999999999998 0.0077850000000000011 -0.10998999999999999 0.095920000000000019 0.037030000000000007 0.10043500000000001 0.086815000000000017 0.11702000000000001 0.10532000000000001 -0.076384999999999995 0.13707500000000003 -0.090069999999999997 -0.00017499999999999997 0.087325000000000014 0.056995000000000011 0.083335000000000006
decision_type=2 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 12 16 8 -8 10 11 -9 -6 14 -7 -16 -4 18 19 -18 -20
right_child=2 -3 3 4 5 13 7 9 -10 -11 -12 -13 -14 -15 15 -17 17 -19 20 -21 -22
leaf_value=-0.010114043843446052 0.01980315720082856 0.0064429954285272302 -0.00067708091084558726 -0.0098320932587243649 -0.01090068896113983 0.015806683839495676 0.022183686948366723 0.022642907884949798 -0.0019294335847974662 -0.010697273348555194 -0.0061573997234019504 0.00066478456875129982 0.0052339493847084967 0.017406142238146922 0.0066294379521605971 -0.0065625975702614196 -0.0088318337397103423 0.019621922137811509 0.020812987538831724 0.0080139486952096224 0.0095278628294360856
leaf_weight=80 63 97 60 92 59 69 75 63 77 53 87 134 52 70 146 55 56 83 90 791 613
leaf_count=80 63 97 60 92 59 69 75 63 77 53 87 134 52 70 146 55 56 83 90 791 613
internal_value=0 -0.00103026 0.00716207 0.00686916 0.00302121 0.00564716 0.00782591 0.00393936 0.00995667 0.00122 0.00345032 0.00770244 -0.00332593 0.00858189 0.00628747 0.00301074 0.00894743 0.00930215 0.00874838 0.00689806 0.0109752
internal_weight=0 177 2788 2725 543 451 2182 489 152 337 284 197 111 340 270 201 1693 1633 1550 847 703
internal_count=2965 177 2788 2725 543 451 2182 489 152 337 284 197 111 340 270 201 1693 1633 1550 847 703
is_linear=0
shrinkage=0.16829


Tree=4857
num_leaves=26
num_cat=0
split_feature=1 3 2 1 14 2 3 2 12 2 0 475 0 160 3 47 483 0 131 1213 13 0 49 49 13
split_gain=31.011 6.25924 2.55544 2.10243 1.48001 1.39138 1.30391 1.24992 1.12659 0.797908 1.17575 0.762446 0.870928 0.680162 0.60288 0.352652 0.339025 0.367781 0.324158 0.340496 0.292771 0.252539 0.232568 0.448907 0.18017
threshold=0.10398500000000001 -0.036264999999999992 0.097005000000000022 0.13130500000000003 0.073890000000000011 0.11558500000000001 0.093925000000000022 0.14253500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.12368999999999998 -0.0052149999999999992 -0.028049999999999995 0.0088350000000000008 -0.13117499999999996 0.082465000000000024 -0.14014999999999997 -0.085754999999999984 0.021890000000000003 -0.039779999999999989 -0.0015099999999999998 -0.079394999999999979 0.10470500000000001 0.011845000000000001 -0.073984999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 6 15 13 9 -4 -3 20 -10 22 14 -1 -2 -15 -18 21 -20 -11 -16 23 24 -13
right_child=1 7 8 -5 -6 -7 -8 -9 11 10 -12 12 -14 16 18 -17 17 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=0.0015935278218282924 0.0016148369150286712 0.00063754036338735983 0.0012904011357759084 0.00085398122018095948 0.0023621637364151442 0.0011390950044180262 0.0014250240658832598 0.00047169319517403592 0.0020407644231586874 0.00065813135678462577 0.0013388458588552059 0.001859738662658541 0.0013166955803508224 0.0019830224729554947 0.0019593239377748918 0.0019370925667453259 0.001812407848250361 0.0015034109559310086 0.0022931579147657515 0.0019990719034398198 0.00096996371720293312 0.0018285808075828758 0.0015583526399715966 0.0020133865594473355 0.0016193028848673762
leaf_weight=52 87 90 78 52 80 54 61 100 70 63 76 52 66 54 916 68 100 76 59 182 71 207 65 69 117
leaf_count=52 87 90 78 52 80 54 61 100 70 63 76 52 66 54 916 68 100 76 59 182 71 207 65 69 117
internal_value=0 0.0010515 0.00186245 0.00144918 0.00192168 0.0015971 0.00190102 0.000791927 0.00165764 0.000898554 0.00101025 0.00172281 0.0016624 0.00191864 0.0019459 0.00175644 0.00175067 0.00167918 0.0019593 0.00207121 0.000823619 0.00193526 0.00173758 0.00178638 0.00169349
internal_weight=0 661 2304 261 1787 209 1707 400 517 300 210 439 369 1646 1416 155 230 176 1364 241 134 1123 303 238 169
internal_count=2965 661 2304 261 1787 209 1707 400 517 300 210 439 369 1646 1416 155 230 176 1364 241 134 1123 303 238 169
is_linear=0
shrinkage=0.0032998


Tree=4858
num_leaves=12
num_cat=0
split_feature=457 0 106 0 14 1453 1429 0 2 0 484
split_gain=0.448262 0.603116 0.360884 0.389745 0.331824 0.311295 0.36733 0.308072 0.596118 0.356544 0.242847
threshold=0.088850000000000026 -0.095909999999999981 0.085650000000000018 0.14054500000000003 0.073890000000000011 -0.067664999999999989 0.086295000000000011 -0.00077999999999999999 0.096435000000000007 -0.033754999999999993 0.032690000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 9 -9 -7 -8
right_child=1 -3 -4 -5 -6 6 10 8 -10 -11 -12
leaf_value=-0.0020646888982521878 -0.013534146403924256 0.0077894180730090972 -0.0061609375520774116 -0.0051716928428954334 0.017428152960652588 0.0075840629823872557 0.010244308901080107 -0.013331171702794716 0.0081942022033189808 0.021204079688810201 0.025330833048503785
leaf_weight=92 70 81 55 66 100 2165 70 58 98 56 54
leaf_count=92 70 81 55 66 100 2165 70 58 98 56 54
internal_value=0 -0.00208378 0.00731919 0.00758856 0.00790196 0.00753388 0.00788769 0.00742051 0.000179662 0.00792829 0.0168287
internal_weight=0 151 2814 2759 2693 2593 2501 2377 156 2221 124
internal_count=2965 151 2814 2759 2693 2593 2501 2377 156 2221 124
is_linear=0
shrinkage=0.16829


Tree=4859
num_leaves=29
num_cat=0
split_feature=3 2 2 3 31 2 0 3 2 52 3 0 2 11 2 0 3 3 52 52 3 52 447 16 51 0 0 2
split_gain=38.9053 12.5979 7.20182 5.26471 3.57351 4.59621 2.97149 2.59651 2.21384 1.54451 1.52245 1.32216 1.31409 1.0453 0.912966 0.851963 0.78609 1.1075 0.600743 0.856911 0.870545 0.590861 0.48688 0.293184 0.460808 0.387859 0.285176 0.212113
threshold=-0.049204999999999992 0.14290000000000003 0.11558500000000001 0.28833000000000003 -0.0049949999999999986 0.10433000000000002 -0.076589999999999978 -0.15288999999999997 0.079770000000000021 0.042815000000000006 -0.10859999999999999 -0.074504999999999988 0.096435000000000007 0.088840000000000016 0.17553000000000005 -0.11327499999999999 -0.0031199999999999995 0.093925000000000022 -0.016329999999999997 0.10460500000000002 -0.08212499999999999 -0.44829999999999998 1.0000000180025095e-35 0.0060400000000000011 -0.085594999999999991 -0.08155999999999998 -0.089949999999999988 0.096780000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 -2 8 7 -1 11 15 -4 -6 22 18 -3 -7 -10 -18 21 20 -20 -8 23 24 -9 -25 -14 -21
right_child=1 14 10 -5 5 9 13 12 16 -11 -12 -13 26 -15 -16 -17 17 -19 19 27 -22 -23 -24 25 -26 -27 -28 -29
leaf_value=0.0026216928011504629 0.00053301346757272364 0.00027412489575589881 0.00079278425670586343 0.00035501445913456377 0.0015817779968336544 0.00059334555696883813 0.0018276991436100242 0.0022916062364750473 0.0014771530251045501 0.0014322972065084528 0.0014474828358941642 0.00083897895750482455 0.001420264338979941 0.0012453733431140185 -0.00030544052337623485 0.001120304991095898 0.0021987333038492674 0.0016514409348571638 0.0021946129294053702 0.0014345066660997024 0.0017444205679531524 0.0014022693482542345 0.0016661386130120835 0.0016714307428264063 0.0019973211006705962 0.0020306721237077288 0.0017720549653232429 0.0017396844069687322
leaf_weight=67 62 67 64 75 53 89 60 63 62 58 99 52 52 52 53 54 79 84 92 52 98 91 52 69 1096 66 52 52
leaf_count=67 62 67 64 75 53 89 60 63 62 58 99 52 52 52 53 54 79 84 92 52 98 91 52 69 1096 66 52 52
internal_value=0 0.00100255 0.00185835 0.00117939 0.00128359 0.00137117 0.00191237 0.00198505 0.00161093 0.000977353 0.00119064 0.00121425 0.00195561 0.00169045 1.78566e-05 0.000792584 0.00179589 0.00191691 0.00174238 0.00183 0.00196259 0.00157155 0.00198333 0.00199605 0.00201335 0.00184732 0.0015965 0.00158743
internal_weight=0 788 2177 668 593 531 2014 1517 330 201 163 105 1450 497 120 143 225 163 445 294 190 151 1346 1294 1159 135 104 104
internal_count=2965 788 2177 668 593 531 2014 1517 330 201 163 105 1450 497 120 143 225 163 445 294 190 151 1346 1294 1159 135 104 104
is_linear=0
shrinkage=0.0032998


Tree=4860
num_leaves=18
num_cat=0
split_feature=1 160 43 1 0 2 3 1 151 0 3 155 3 11 2 130 2
split_gain=0.77991 0.412197 0.419107 0.547265 0.27927 0.278915 0.230074 0.21509 0.442274 0.384481 0.256313 0.22427 0.354389 0.194214 0.0991896 0.0611256 0.0342653
threshold=0.13891000000000003 -0.54784999999999984 -0.095674999999999982 0.10054 -0.25490999999999991 0.089125000000000024 -0.11372999999999998 0.10075500000000003 -0.086249999999999979 0.10446500000000002 0.093925000000000022 0.11860500000000002 -0.087864999999999985 1.0000000180025095e-35 0.15510000000000004 0.090415000000000009 0.086075000000000013
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 6 -3 9 -9 10 13 12 -10 -6 -2 -7 -8
right_child=14 2 4 -5 7 15 16 8 11 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0062724404440372668 -0.010278628365219611 -0.003889035413395297 0.01865815647488013 0.028343195808417945 0.0076748288168620917 0.017613259392696222 0.012715993084538723 -0.010616066092316028 -0.0066408896702831715 -0.0071146509270940076 -0.0011348781183314382 0.015071356066953714 0.0060951488290667214 0.017610378724404328 -0.00090106916939004431 0.010464999768568035 0.0065283478394719107
leaf_weight=64 74 54 53 54 1634 99 52 58 77 52 91 55 313 58 57 54 53
leaf_count=64 74 54 53 54 1634 99 52 58 77 52 91 55 313 58 57 54 53
internal_value=0 0.00706412 0.00737436 0.012683 0.006561 0.0099668 0.005014 0.006286 0.00319648 0.0071319 0.0075484 0.0050008 0.00357599 0.00801647 -0.00621203 0.0151021 0.00960982
internal_weight=0 2821 2757 366 2391 312 159 2338 503 1835 1783 445 390 1692 131 153 105
internal_count=2952 2821 2757 366 2391 312 159 2338 503 1835 1783 445 390 1692 131 153 105
is_linear=0
shrinkage=0.16829


Tree=4861
num_leaves=23
num_cat=0
split_feature=2 15 2 0 2 0 2 14 52 0 15 0 0 0 50 52 2 15 2 15 15 52
split_gain=13.6815 4.80753 3.79811 3.95623 2.44742 2.26746 1.0018 0.873615 0.827186 0.727469 0.814724 0.571109 0.56884 0.510403 0.36268 0.430592 0.529217 0.32162 0.300796 0.205807 0.204745 0.18034
threshold=0.13226500000000005 -0.38214499999999996 0.099845000000000003 -0.11991499999999998 -0.0098549999999999974 -0.068669999999999995 0.25063000000000007 0.073890000000000011 -0.54533999999999982 -0.10934999999999999 -0.10566999999999999 -0.085264999999999994 -0.14920999999999998 -0.084154999999999994 -0.10146999999999999 0.047345000000000005 0.10836000000000003 -1.0000000180025095e-35 0.087605000000000002 -0.50173499999999993 -0.080724999999999977 0.094885000000000011
decision_type=2 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 12 5 -3 11 9 -5 10 -6 -2 -4 18 -10 16 -16 -17 -11 -1 -13 -15
right_child=6 2 3 8 7 -7 -8 -9 14 13 -12 20 -14 21 15 17 -18 -19 -20 -21 -22 -23
leaf_value=0.0005493646825370425 0.00029761997559633982 0.0013849525311785478 0.00083668322612515111 0.0015671594623687978 0.0014902408242606212 0.00047952438420091446 6.1819367039190801e-05 0.0017731367633987256 0.0014507654458439593 0.0015534885072929902 0.0010064111513629777 0.00057434084620769713 0.00044488868437088608 0.0014156560360466892 0.0012233316629360696 0.0014645506998360062 0.00078238010512573792 0.0011301479152456355 0.0014076727780518807 0.00081600519355773068 0.00085475129756541019 0.0013046740328957473
leaf_weight=62 53 63 99 87 65 58 53 81 53 501 93 59 69 732 60 58 60 72 233 67 57 217
leaf_count=62 53 63 99 87 65 58 53 81 53 501 93 59 69 732 60 58 60 72 233 67 57 217
internal_value=0 0.00131048 0.00134133 0.00109976 0.00140729 0.000951237 0.000458391 0.00143598 0.00128222 0.00142113 0.00120568 0.000582552 0.000675977 0.00144133 0.00120029 0.00114705 0.00100315 0.00127961 0.00150725 0.000688126 0.000712432 0.00139032
internal_weight=0 2730 2601 558 2043 121 222 1922 390 1841 158 169 168 1683 303 250 120 130 734 129 116 949
internal_count=2952 2730 2601 558 2043 121 222 1922 390 1841 158 169 168 1683 303 250 120 130 734 129 116 949
is_linear=0
shrinkage=0.0032998


Tree=4862
num_leaves=25
num_cat=0
split_feature=4 12 150 16 0 52 15 0 52 42 12 15 11 4 160 15 0 16 15 16 16 16 4 4
split_gain=16.6758 4.47212 2.31883 1.53192 1.75326 1.79849 1.12791 1.11452 1.09598 0.754064 0.59068 0.516853 0.511745 0.492982 0.468046 0.452996 0.448275 0.328905 0.297765 0.24755 0.209551 0.206936 0.172643 0.0891106
threshold=0.31392000000000003 1.0000000180025095e-35 0.089155000000000012 0.15273500000000004 -0.14920999999999998 -0.031059999999999997 0.13954000000000003 -0.17127999999999996 -0.087604999999999988 0.0069650000000000016 0.098785000000000012 -0.074124999999999983 0.081005000000000008 0.053925000000000008 -0.53420999999999996 -0.44792999999999994 -0.09633499999999999 -0.087699999999999986 -0.081149999999999986 -0.11082499999999999 -0.076909999999999992 0.031255000000000005 -0.4950449999999999 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=1 2 3 4 -1 8 10 -2 -6 15 12 -7 14 18 -3 -9 19 -18 -12 -16 -20 -22 -5 -11
right_child=7 6 -4 22 5 11 -8 9 -10 23 13 -13 -14 -15 16 -17 17 -19 20 -21 21 -23 -24 -25
leaf_value=0.0013694708727945608 0.00076636277910784446 0.0010840649740182563 0.00048460214347129256 0.0015646250326427913 0.00087965263572058097 0.0013051970424484004 0.00084686249365612009 0.00032983966638387409 0.00025400710685389048 0.00063027094187630931 0.0014934398946527317 0.00088063318980715428 0.0016077072438294849 0.00096517505416908445 0.0012895959407400867 -7.5885233183885717e-05 0.0014836637026078361 0.0013546087776370977 0.0013846851437278103 0.0010195079785997141 0.0010641212472364901 0.001307787114354428 0.0012924369681552778 0.00043339338060311106
leaf_weight=89 87 71 85 52 57 67 53 67 66 52 56 60 89 71 115 54 277 1090 64 57 102 64 55 52
leaf_count=89 87 71 85 52 57 67 53 67 66 52 56 60 89 71 115 54 277 1090 64 57 102 64 55 52
internal_value=0 0.00125578 0.000984851 0.00108011 0.000971135 0.000829186 0.00132397 0.000448898 0.000544227 0.000325988 0.00133625 0.00110489 0.00136206 0.00121333 0.00134846 0.000148481 0.00136064 0.00138079 0.00127481 0.00120029 0.00122143 0.00115828 0.00142504 0.000532171
internal_weight=0 2640 531 446 339 250 2109 312 123 225 2056 127 1699 357 1610 121 1539 1367 286 172 230 166 107 104
internal_count=2952 2640 531 446 339 250 2109 312 123 225 2056 127 1699 357 1610 121 1539 1367 286 172 230 166 107 104
is_linear=0
shrinkage=0.0032998


Tree=4863
num_leaves=17
num_cat=0
split_feature=30 2 1453 1429 15 43 0 0 4 0 2 1429 4 0 40 2
split_gain=0.385385 0.29076 0.342504 0.309011 0.349265 0.378329 0.418057 0.322662 0.278295 0.916542 0.241311 0.288022 0.468266 0.395127 0.31264 0.251661
threshold=0.086220000000000019 0.099845000000000003 -0.049834999999999997 0.048630000000000007 1.0000000180025095e-35 -0.095964999999999981 -0.18713499999999997 -0.071879999999999986 -0.46195999999999998 -0.044434999999999995 0.097605000000000011 0.084770000000000012 -0.012569999999999998 -0.0033699999999999993 -0.065744999999999984 0.085155000000000022
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 -6 -8 -10 11 13 -13 14 -4 -16
right_child=-2 3 10 -5 7 6 8 -9 9 -11 -12 12 -14 -15 15 -17
leaf_value=-0.0014091173482742578 -0.0046483414501707213 0.016608646600562989 0.022180198905280581 0.014298807054587524 -0.014143272218304231 0.015057452546594284 0.01299751526007507 0.0022344411944189204 0.0037403578882963286 -0.019086539625045803 0.019939900359506452 -0.011015067811907355 0.011251255409386368 -0.0015153217978644462 0.011453816559815221 0.0072834723924544665
leaf_weight=93 76 76 56 87 53 80 55 95 320 59 56 53 54 92 823 824
leaf_count=93 76 76 56 87 53 80 55 95 320 59 56 53 54 92 823 824
internal_value=0 0.00747854 0.00855286 0.00480556 0.00368401 0.00551885 0.00387561 -0.00361841 0.0018103 0.00018209 0.00902694 0.00870469 0.000205352 0.00921033 0.00979081 0.00936847
internal_weight=0 2876 2051 825 738 590 514 148 434 379 1958 1902 107 1795 1703 1647
internal_count=2952 2876 2051 825 738 590 514 148 434 379 1958 1902 107 1795 1703 1647
is_linear=0
shrinkage=0.16829


Tree=4864
num_leaves=28
num_cat=0
split_feature=1 1 12 12 12 150 13 49 40 1 52 52 1 12 13 13 43 12 401 12 13 1 13 43 12 52 12
split_gain=24.8123 6.39347 3.31626 0.923339 1.39408 0.902947 0.688247 0.584025 0.683166 0.501086 0.492922 0.803432 0.407383 0.39152 0.343857 0.268461 0.476813 0.353635 0.255305 0.293295 0.2619 0.289577 0.234445 0.220803 0.220055 0.193198 0.15526
threshold=0.10529500000000001 0.13601500000000002 0.087605000000000002 0.023990000000000004 0.091200000000000017 0.088040000000000021 -0.073724999999999985 -0.047859999999999993 -0.0079899999999999988 0.14860500000000001 -0.077644999999999978 -0.092084999999999986 1.0000000180025095e-35 0.12631000000000003 -1.0000000180025095e-35 0.17888000000000001 -0.11248999999999999 0.098355000000000012 0.081905000000000019 0.086115000000000011 0.0048350000000000008 0.088885000000000006 -0.0045949999999999993 -0.095964999999999981 0.10621000000000001 0.091160000000000005 0.10331000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 5 18 10 -4 -2 -9 -3 11 -1 -12 15 -10 16 -6 22 20 -20 21 23 -18 -5 -19 -25 -8
right_child=1 9 6 4 13 -7 26 8 14 -11 12 -13 -14 -15 -16 -17 17 24 19 -21 -22 -23 -24 25 -26 -27 -28
leaf_value=0.0020228618755826159 0.0015403561259850185 0.00090994725053664431 0.0015975146654690897 0.0023581542100676763 0.0016934993671898189 0.0015017796048823811 0.0021800468697110052 0.0014689703667245797 0.00086443365099329438 0.00053548377439183756 0.0018679679260349173 0.0015237329339234959 0.0022334189664568174 0.0017055841049159635 0.0012088969820466767 0.0022062078324866581 0.0020317997239971738 0.0017905395323386572 0.0025017238735541305 0.0021720274034119167 0.0019205461540739285 0.0019803240559962778 0.0022496536225403495 0.0021874385099263228 0.0020074962648804311 0.0020546298464859062 0.0019180144532024803
leaf_weight=98 86 95 56 72 58 52 55 75 53 67 52 56 101 53 82 68 347 107 52 76 56 94 68 654 108 159 52
leaf_count=98 86 95 56 72 58 52 55 75 53 67 52 56 101 53 82 68 347 107 52 76 56 94 68 654 108 159 52
internal_value=0 0.00131931 0.0015183 0.00206177 0.00208997 0.00190672 0.00189675 0.00130978 0.00121518 0.000755294 0.0019752 0.00184159 0.00210944 0.00198425 0.00107392 0.00200374 0.00198368 0.00201034 0.00216349 0.00230624 0.0021458 0.00215865 0.00206758 0.00217755 0.00189969 0.00216151 0.00205303
internal_weight=0 621 459 2331 1972 359 163 296 210 162 307 154 153 809 135 756 688 630 1163 128 1035 979 415 885 215 813 107
internal_count=2952 621 459 2331 1972 359 163 296 210 162 307 154 153 809 135 756 688 630 1163 128 1035 979 415 885 215 813 107
is_linear=0
shrinkage=0.0032998


Tree=4865
num_leaves=16
num_cat=0
split_feature=45 2 402 402 12 0 15 15 13 12 13 15 402 483 0
split_gain=0.367368 0.430434 0.353742 0.446886 0.383588 0.64616 0.402031 0.547003 0.443482 0.428946 0.300476 0.246951 0.200457 0.186205 0.149985
threshold=0.08179500000000002 0.17553000000000005 1.0000000180025095e-35 0.088470000000000007 -0.11319999999999998 0.148925 1.0000000180025095e-35 0.080895000000000009 -0.009244999999999998 0.084130000000000024 -0.084304999999999977 -0.0025249999999999995 0.10235500000000002 -0.065199999999999994 -0.079324999999999993
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 11 -10 -5 -6 -12 -9 -14
right_child=-2 -3 3 10 5 -7 7 13 9 -11 12 -13 14 -15 -16
leaf_value=0.022066188503310664 0.021269479291768367 -0.0070958778130043145 -0.0069700089269887468 -0.0019649472036693495 0.0088690577745500002 0.026644825778513931 0.025365693240421403 -0.00030664719431534659 -0.0022511956467145787 0.0073863355160346802 0.018022311441936566 -0.002737805505990122 0.011236701953955706 0.0099745219156010066 0
leaf_weight=57 55 57 97 87 861 52 65 53 293 236 60 55 77 767 60
leaf_count=57 55 57 97 87 861 52 65 53 293 236 60 55 77 767 60
internal_value=0 0.00736642 0.00765938 0.00288328 0.00840473 0.00807706 0.0076619 0.0104892 0.00592904 0.00204495 0.00625499 0.00817018 0.00989423 0.00930782 0.00632137
internal_weight=0 2877 2820 381 2439 2382 2330 885 1445 529 284 916 197 820 137
internal_count=2932 2877 2820 381 2439 2382 2330 885 1445 529 284 916 197 820 137
is_linear=0
shrinkage=0.16829


Tree=4866
num_leaves=20
num_cat=0
split_feature=2 15 2 151 14 40 2 13 40 15 15 15 13 13 155 13 15 2 2
split_gain=14.9197 4.81282 2.87694 2.673 2.36433 1.84815 1.1891 0.906192 0.806835 0.551092 0.709985 0.572471 0.589909 0.402494 0.357041 0.851548 0.329396 0.215443 0.111818
threshold=0.13388500000000003 -0.38214499999999996 0.10085000000000001 -0.048789999999999993 0.073890000000000011 -0.066359999999999988 0.17553000000000005 -0.094609999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 0.084175000000000014 -0.19153499999999998 -0.081849999999999992 -0.0079349999999999993 0.082265000000000019 0.032645000000000007 -1.0000000180025095e-35 0.087750000000000009 -0.0050599999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 4 -4 5 -3 8 -5 -2 11 -11 -7 -13 -10 15 16 -9 -12 -1
right_child=6 2 3 7 -6 9 -8 14 13 10 17 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00038212842253488737 7.8760788488565467e-05 0.00078126595635880742 0.00046836470955399995 0.00069382336433431802 0.0017887171379535724 0.0015199933370621172 -0.00012100122426994647 0.001070298271240142 0.00039577887271660499 0.0015647089842737651 0.0012998619370973316 0.0012551836660907169 0.0010858955924443073 0.00077715406109017421 0.0013144907114962042 0.0006985289953104659 0.0013439081617268765 0.0011823268597962713 0.00059407778810830619
leaf_weight=60 53 103 98 59 81 52 59 138 68 96 561 411 507 55 93 53 76 257 52
leaf_count=60 53 103 98 59 81 52 59 138 68 96 561 411 507 55 93 53 76 257 52
internal_value=0 0.00115106 0.00118008 0.000959612 0.00123519 0.0012126 0.000283944 0.00107443 0.000419893 0.00123617 0.00129471 0.00118097 0.00116173 0.000566599 0.0011367 0.00107465 0.00116763 0.00126298 0.000480848
internal_weight=0 2697 2585 517 2068 1987 235 419 176 1884 914 970 918 123 360 267 214 818 112
internal_count=2932 2697 2585 517 2068 1987 235 419 176 1884 914 970 918 123 360 267 214 818 112
is_linear=0
shrinkage=0.0032998


Tree=4867
num_leaves=15
num_cat=0
split_feature=4 44 3 156 2 1375 10 4 1 12 157 4 12 43
split_gain=0.357911 0.241505 0.324586 0.543816 0.678169 0.396688 0.411061 0.396412 0.360437 0.619753 0.313429 0.250322 0.622648 0.249236
threshold=0.51395000000000002 0.081710000000000019 0.093925000000000022 0.094600000000000017 0.096685000000000007 -0.088184999999999986 -0.010699999999999999 0.012315000000000001 0.10152500000000002 0.11819000000000002 -0.065484999999999988 0.0043700000000000006 0.085075000000000026 -0.013164999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -7 -6 9 10 -8 12 -10 -13
right_child=-2 -3 3 -5 7 6 8 -9 11 -11 -12 13 -14 -15
leaf_value=0.021586340493072863 -0.0034367398513456475 0.018511102000978472 -0.017713866382376844 0.01699291632155351 0.014466727486141496 0.019071709991128182 0.0028916510008847925 -0.0031583014409416799 -0.016686340099362856 -0.0087199656474573513 0.0093059829070774626 0.0013655147808987087 0.0051461157203745818 0.013181071627069487
leaf_weight=58 88 55 58 52 59 84 248 93 58 61 1704 128 102 84
leaf_count=58 88 55 58 52 59 84 248 93 58 61 1704 128 102 84
internal_value=0 0.00744686 0.00722802 0.00158109 -0.00222662 0.00781279 0.0074885 0.00367117 0.00707979 0.0079695 0.00849197 0.00226045 -0.00275692 0.00605563
internal_weight=0 2844 2789 262 210 2527 2469 152 2385 2013 1952 372 160 212
internal_count=2932 2844 2789 262 210 2527 2469 152 2385 2013 1952 372 160 212
is_linear=0
shrinkage=0.16829


Tree=4868
num_leaves=21
num_cat=0
split_feature=1 1 155 47 15 15 1 1 1 15 16 16 13 15 16 0 47 0 0 15
split_gain=17.0242 4.01005 2.30468 0.955688 1.29304 0.794835 0.880865 0.528827 0.503043 0.491388 0.513162 0.480077 0.529734 0.967131 0.475398 0.422389 0.413812 0.410423 0.252187 0.227927
threshold=0.10075500000000003 0.13612500000000002 0.10022500000000002 0.10070000000000003 0.021950000000000001 0.13592500000000005 0.09518500000000002 0.12040000000000002 0.10609 -0.15300999999999995 -0.25397999999999993 -0.14669499999999996 0.032645000000000007 0.039965000000000007 -0.061024999999999989 -0.077944999999999987 0.120245 -0.10934999999999999 -0.07106999999999998 -0.10114499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 6 9 8 -2 -1 19 -12 17 -14 -3 -8 -5 -13 -10 -11
right_child=1 14 -4 16 -6 -7 15 -9 18 10 11 12 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0016360697204562196 0.00044210276648675193 0.00015695218115139575 0.0014405170184193952 0.0012421471828658727 0.001169197764893539 0.00093643826215466044 0.00084992462066637361 0.0003991557003296847 0.00090067579058985018 0.0013167117508384935 0.0016672386189555122 0.0011616408517541119 0.00098602797700677257 0.0014336530733264552 0.00053462172195042836 0.001246990206692399 0.00086528564499488642 0.0013961070785396862 0.0006357268182978509 0.0010236333943450208
leaf_weight=73 56 101 72 64 59 52 52 78 109 52 59 88 108 104 57 69 65 1481 63 70
leaf_count=73 56 101 72 64 59 52 52 78 109 52 59 88 108 104 57 69 65 1481 63 70
internal_value=0 0.000758563 0.000888346 0.000807796 0.000721205 0.00134178 0.00135154 0.000634713 0.000715143 0.00136787 0.00135788 0.00137172 0.00136191 0.00120578 0.000293423 0.00107664 0.00105253 0.00138298 0.000803835 0.00114884
internal_weight=0 724 566 494 365 2208 2156 306 228 2035 1962 1840 1781 212 158 121 129 1569 172 122
internal_count=2932 724 566 494 365 2208 2156 306 228 2035 1962 1840 1781 212 158 121 129 1569 172 122
is_linear=0
shrinkage=0.0032998


Tree=4869
num_leaves=16
num_cat=0
split_feature=1 12 1429 157 34 4 50 16 16 4 3 4 43 4 16
split_gain=0.357474 0.363494 0.268655 0.499502 0.191127 0.219886 0.228961 0.226978 0.490496 0.222751 0.213005 0.206187 0.205805 0.193603 0.150921
threshold=0.13707500000000003 -0.032329999999999991 0.085435000000000011 -0.07692499999999998 -0.0079449999999999989 0.31392000000000003 -0.13887999999999998 -0.096149999999999985 -0.092969999999999983 0.066300000000000012 -0.14088999999999999 0.42642000000000008 -0.0017249999999999998 -0.49269499999999994 -0.28430999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 6 -6 9 -9 12 -7 -12 -8 -10 -11
right_child=1 -3 3 -5 5 10 7 8 13 14 11 -13 -14 -15 -16
leaf_value=0.014871434954831219 0.0064422436749931832 -0.010176352315111071 -0.010971449249271801 0.0083446298836658429 0.016267877000062235 -0.0073170484613542036 0.020256895077153312 -0.0085741574178359627 0.01409369082479724 0.0099892618385233108 -0.0012798549991174927 0.012594935732953843 0.0098469815570070441 0.0066931026897679548 8.2385997922714727e-06
leaf_weight=100 81 69 64 93 87 53 102 58 107 142 62 59 116 1677 62
leaf_count=100 81 69 64 93 87 53 102 58 107 142 62 59 116 1677 62
internal_value=0 -0.00119033 0.00723356 0.000459116 0.00763805 0.00735087 0.0077783 0.00745127 0.00664227 0.0109783 0.00156525 0.00547069 0.0147259 0.00713798 0.00696462
internal_weight=0 150 2782 157 2625 2525 2351 2264 1842 422 174 121 218 1784 204
internal_count=2932 150 2782 157 2625 2525 2351 2264 1842 422 174 121 218 1784 204
is_linear=0
shrinkage=0.16829


Tree=4870
num_leaves=29
num_cat=0
split_feature=12 3 12 3 12 43 43 40 3 3 0 16 48 16 42 12 16 0 1212 0 43 481 50 43 16 0 0 12
split_gain=14.0328 4.47181 4.00654 2.83659 1.92965 1.45332 1.31822 1.20038 1.05287 1.02178 1.11548 1.01541 1.12495 0.770055 0.794085 0.674299 0.597245 0.528063 0.545612 0.516462 0.604636 0.31617 0.217838 0.245937 0.216885 0.24619 0.210457 0.0287145
threshold=0.056995000000000011 0.11745500000000002 0.093670000000000017 0.076825000000000018 0.14824500000000004 -0.095314999999999983 -0.031974999999999996 -0.0020749999999999996 -0.15500999999999998 0.093925000000000022 -0.23028499999999999 -0.116045 0.085760000000000017 -0.27157999999999993 -0.097789999999999988 -0.087789999999999993 0.0030150000000000008 -0.11742499999999999 0.091435000000000016 0.048825000000000007 -0.0085699999999999995 -0.084709999999999994 0.08461500000000001 0.049545000000000006 -0.093874999999999986 -0.085674999999999987 -0.087734999999999994 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 3 8 5 13 -1 15 -8 -2 -5 -11 -3 -13 -4 -15 -7 22 -10 21 20 -18 -19 26 -24 27 -26 -16 -23
right_child=2 11 4 9 -6 6 7 -9 17 10 -12 12 -14 14 16 -17 19 18 -20 -21 -22 24 23 -25 25 -27 -28 -29
leaf_value=0.0012419613490106647 0.0018559025124023491 0.00067015012818970841 0.00091825246165017169 0.0016325994332783847 0.00056816850388497246 0.00075314746013550025 0.0013580729538050958 0.00070392359291352737 0.0011585415033345595 0.00076798789755034875 0.0014121212203652611 -0.00013816719610038235 0.00053510713504899927 0.0016016533687306122 0.0011890311370997449 0.0003638866896570647 0.0011257154111123297 0.0016663214796305275 0.0012072140010487697 0.0013633452699927397 0.00071594278807531086 0.0013844274299948903 0.0010377210516357657 0.0013463291009393179 0.0015557665733617828 0.0014403635271752527 0.0014337715926650806 0.0012779808650384107
leaf_weight=76 72 97 85 72 54 100 56 68 68 52 68 53 55 65 53 95 149 93 88 62 54 104 58 58 331 568 161 55
leaf_count=76 72 97 85 72 54 100 56 68 68 52 68 53 55 65 53 95 149 93 88 62 54 104 58 58 331 568 161 55
internal_value=0 0.000844815 0.00135788 0.000991389 0.00117172 0.000831222 0.000733256 0.00099963 0.00146571 0.00132071 0.00113329 0.000424939 0.000204378 0.00121542 0.00125364 0.000563688 0.00121557 0.00144418 0.00145983 0.00109808 0.00101689 0.00147912 0.00130981 0.00119233 0.00146263 0.00148289 0.00137332 0.00134783
internal_weight=0 792 2178 587 799 395 319 124 1379 192 120 205 108 745 660 195 595 1307 1239 265 203 1151 330 116 1058 899 214 159
internal_count=2970 792 2178 587 799 395 319 124 1379 192 120 205 108 745 660 195 595 1307 1239 265 203 1151 330 116 1058 899 214 159
is_linear=0
shrinkage=0.0032998


Tree=4871
num_leaves=20
num_cat=0
split_feature=1 52 1 4 52 0 4 0 41 0 52 16 1 4 1 42 52 16 4
split_gain=31.9223 6.41038 4.32271 2.71257 1.75632 1.32543 1.42136 1.92168 0.951073 0.857634 0.828297 0.814627 0.802001 0.666612 0.953239 0.504594 0.45044 0.448045 0.349707
threshold=0.10442000000000001 -0.40011499999999994 0.12448500000000001 0.27258000000000004 0.056265000000000009 0.14054500000000003 -0.39175499999999991 -0.061204999999999989 0.075585000000000013 -0.11991499999999998 -0.023474999999999996 -0.33811499999999994 0.13699000000000003 0.043640000000000005 0.095520000000000008 0.091005000000000016 -0.034409999999999989 -0.116045 0.24814500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 9 5 12 6 -1 8 13 11 -11 -3 -4 14 -8 -9 -15 -14 -12
right_child=1 2 4 -5 -6 -7 7 15 -10 10 18 -13 17 16 -16 -17 -18 -19 -20
leaf_value=0.002316215189991813 0.0019779697244180858 0.0012527376896801989 0.00074040200553294414 0.0011506568025088581 0.001063802422306793 0.0014366557398748287 0.0019625020422171539 0.0012998561351781209 0.0022641469899229633 0.0010780673523383356 0.0017176733128053808 0.00073687258276204908 0.0005210329910103809 0.0014839098987365117 0.0016339887967123958 0.0017349683132379659 0.0018320524868173911 0.00010325451750102153 0.0013516721084053886
leaf_weight=99 76 72 73 52 77 62 1546 64 92 72 57 63 52 54 104 55 179 61 60
leaf_count=99 76 72 73 52 77 62 1546 64 92 72 57 63 52 54 104 55 179 61 60
internal_value=0 0.00107579 0.000958918 0.00189748 0.000644335 0.00191468 0.00192818 0.00190982 0.00193442 0.00121417 0.0013582 0.00101226 0.000470495 0.00191829 0.00194182 0.00150125 0.00175152 0.000295818 0.00153028
internal_weight=0 663 587 2307 263 2255 2193 2094 1975 324 189 135 186 1883 1650 119 233 113 117
internal_count=2970 663 587 2307 263 2255 2193 2094 1975 324 189 135 186 1883 1650 119 233 113 117
is_linear=0
shrinkage=0.0032998


Tree=4872
num_leaves=18
num_cat=0
split_feature=2 4 52 1 52 14 4 42 148 3 1 150 10 13 4 4 3
split_gain=0.869458 0.537266 0.650497 0.41917 0.36903 0.350778 0.586832 0.340327 0.282453 0.354127 0.272558 0.29096 0.246173 0.196413 0.169493 0.177045 0.192352
threshold=0.10859000000000001 -0.39175499999999991 -0.015539999999999998 0.10749500000000002 0.056265000000000009 0.073890000000000011 -0.10701499999999999 0.11966500000000001 -0.082389999999999977 0.093925000000000022 0.13872000000000004 0.091155000000000014 -0.012684999999999998 -1.0000000180025095e-35 -0.064609999999999987 0.036605000000000006 -0.072649999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 14 10 6 -3 8 -8 12 11 13 -10 -5 -2 -16 -17
right_child=3 5 -4 4 -6 -7 7 -9 9 -11 -12 -13 -14 -15 15 16 -18
leaf_value=0.010995977827226259 -0.0012702135118673762 -0.0092314694963837457 0.034166456737898983 -0.0037777743575339666 0.0077535425804969799 0.018143544125488607 0.021177734756227463 -0.0035337389516362444 -0.0020642162092005655 -0.0013643864765944746 -0.015196063247375192 -0.012678646746229465 0.0094416018494917781 0.0090158834455130298 0.014858110855933205 0.011746490321895522 -0.001334228344964053
leaf_weight=102 56 54 52 75 83 103 52 64 54 96 59 53 1789 62 89 62 65
leaf_count=102 56 54 52 75 83 103 52 64 54 96 59 53 1789 62 89 62 65
internal_value=0 0.00921056 0.0188314 0.00205276 -0.00195584 0.00853994 0.00807007 0.00852558 0.00891412 0.00858431 -0.00519952 -0.00208588 0.00910351 0.00199894 0.00695221 0.00909227 0.00503749
internal_weight=0 2366 154 604 332 2212 2109 2055 1991 1939 249 190 1843 137 272 216 127
internal_count=2970 2366 154 604 332 2212 2109 2055 1991 1939 249 190 1843 137 272 216 127
is_linear=0
shrinkage=0.16829


Tree=4873
num_leaves=23
num_cat=0
split_feature=4 12 150 2 13 2 2 11 11 12 475 51 51 13 4 12 15 160 15 2 2 12
split_gain=15.1175 4.40706 2.61513 2.51072 1.28336 0.901932 0.804115 0.770295 0.93832 0.734321 0.687718 0.666048 0.618588 0.567299 0.432733 0.40689 0.405982 0.389572 0.487446 0.373413 0.343749 0.306332
threshold=0.31392000000000003 0.056995000000000011 0.083435000000000023 0.13154000000000002 -1.0000000180025095e-35 0.10274500000000002 0.13913500000000004 1.0000000180025095e-35 0.081565000000000012 -0.095319999999999988 -0.036244999999999993 -0.26625499999999996 -1.0000000180025095e-35 -0.035924999999999992 -0.10429499999999998 0.09253500000000002 -0.43587999999999999 -0.010599999999999998 -0.036279999999999993 0.11543500000000002 0.088820000000000024 -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
left_child=1 2 4 7 9 -4 13 11 -9 -1 -6 -3 -10 21 -13 20 -15 -12 -19 -17 -16 -2
right_child=6 3 5 -5 10 -7 -8 8 12 -11 17 14 -14 16 15 19 -18 18 -20 -21 -22 -23
leaf_value=0.0011264171953353434 0.00050976727058409956 0.00094536675624560065 0.00073912287434084608 0.00056186219014492443 0.00085368523475473353 0.00021268736375996768 0.00013788906690983608 0.0018441529318443269 0.0015562643098220397 0.00064125145373852095 0.00147580574492968 0.00095667054884398888 0.0010729601394636648 0.00085268622039734324 0.0013306463358666182 0.0011649547368825948 0.00048767410374668898 0.0014097730711888814 0.0009883313770723079 0.0014582115035175686 0.0011929977380322617 0.00015374432980122836
leaf_weight=52 53 81 92 58 52 58 84 52 57 100 73 53 60 62 878 539 73 53 71 53 263 53
leaf_count=52 53 81 92 58 52 58 84 52 57 100 73 53 60 62 878 539 73 53 71 53 263 53
internal_value=0 0.0011708 0.000907977 0.00123994 0.00104711 0.000535803 0.000416481 0.00125923 0.00147368 0.000807461 0.00119326 0.00123981 0.00130872 0.000513438 0.00125314 0.00126219 0.00065557 0.00128271 0.00116875 0.00119127 0.00129895 0.000332088
internal_weight=0 2645 551 2094 401 150 325 2036 169 152 249 1867 117 241 1786 1733 135 197 124 592 1141 106
internal_count=2970 2645 551 2094 401 150 325 2036 169 152 249 1867 117 241 1786 1733 135 197 124 592 1141 106
is_linear=0
shrinkage=0.0032998


Tree=4874
num_leaves=21
num_cat=0
split_feature=2 43 1 16 51 49 1374 12 16 133 16 16 1453 16 42 133 133 16 16 16
split_gain=0.65997 0.351046 0.327371 0.459587 0.328182 0.254624 0.260983 0.276344 0.335099 0.309146 0.305731 0.236657 0.234026 0.226047 0.203868 0.220564 0.336406 0.121987 0.175313 0.134838
threshold=0.10859000000000001 -0.50182499999999985 0.10749500000000002 -0.15105999999999997 1.0000000180025095e-35 0.13441 -0.029664999999999997 0.09253500000000002 0.073820000000000011 0.086100000000000024 0.26768500000000006 -0.5038649999999999 -0.077554999999999985 0.0097750000000000007 -0.097789999999999988 0.50599500000000008 0.28072000000000003 0.51343500000000009 -0.0087049999999999992 -0.27157999999999993
decision_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 11 -5 6 -3 8 12 10 -10 -4 -8 -14 -9 16 -16 18 19 -2
right_child=2 5 3 4 -6 -7 7 14 9 -11 -12 -13 13 -15 15 -17 -18 -19 -20 -21
leaf_value=0.021011326117834173 0.0024924906627972563 -0.0034384952813283905 -0.00052385160085504485 -0.013749179936762912 0.00058986606262168592 0.019601435392920596 0.017915828268580403 0.01496520596920004 0.030179108339134817 0.0059332913080091783 0.013802804940772793 0.012830569211603842 0.0083875606668782597 -0.0021604374131398464 0.0043037226370327081 0.011937081321938485 -0.0098279092105003907 0.012964551462301164 -0.0010424322243758073 0.013976832493885975
leaf_weight=62 53 56 82 96 85 54 70 54 54 62 82 69 1266 60 406 86 54 65 89 65
leaf_count=62 53 56 82 96 85 54 70 54 54 62 82 69 1266 60 406 86 54 65 89 65
internal_value=0 0.00849671 0.00225974 -0.00128203 -0.00700545 0.00815917 0.00788375 0.00817356 0.00933368 0.015823 0.0203184 0.0055666 0.00841199 0.00790892 0.00508852 0.00410841 0.00264089 0.00658938 0.00457884 0.00883384
internal_weight=0 2366 604 332 181 2304 2250 2194 1594 198 136 151 1396 1326 600 546 460 272 207 118
internal_count=2970 2366 604 332 181 2304 2250 2194 1594 198 136 151 1396 1326 600 546 460 272 207 118
is_linear=0
shrinkage=0.16829


Tree=4875
num_leaves=24
num_cat=0
split_feature=4 40 457 4 51 124 0 0 4 15 0 52 43 15 0 50 43 15 42 0 4 0 4
split_gain=29.0787 11.707 3.86995 2.84019 1.77242 1.84053 1.2486 1.54386 2.63104 1.27421 1.21777 1.09833 0.7279 0.609332 0.655872 0.474552 0.470383 0.426359 0.422611 0.408499 0.405219 0.388855 0.343042
threshold=0.31392000000000003 -0.034699999999999988 0.11469000000000001 -0.068809999999999996 0.046060000000000011 -0.078224999999999989 -0.052874999999999998 -0.10726999999999999 -0.0023699999999999997 -0.14051999999999998 -0.10998999999999999 -0.13963499999999998 -0.049999999999999996 -0.18498499999999998 -0.10298499999999998 0.11589500000000001 -0.080859999999999974 0.083865000000000009 0.093765000000000015 -0.079249999999999987 -0.013359999999999999 -0.08155999999999998 -0.5055599999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 10 5 -1 7 8 -5 -10 -3 -8 18 14 -14 16 17 -12 -2 21 -21 -9 -18
right_child=12 2 -4 6 -6 -7 11 19 9 -11 15 -13 13 -15 -16 -17 22 -19 -20 20 -22 -23 -24
leaf_value=0.00068242074612902411 0.0001213490910963864 0.0022433170643075154 0.00077767531410017526 0.00076305314766264272 0.00036336067493682493 0.0014079636920826396 0.0015837559787279527 0.0016799250850944862 0.0019991538392736059 0.001386886301563999 0.0013789072482062225 0.00092616473351724753 0.001052162363636161 0.00034655376066372703 0.00058641508727385445 0.0014606826190955585 0.0020699160366684909 0.0017324666177645895 0.00050978882311406796 0.0016856715223528187 0.0014327321126859568 0.0019532867602237189 0.0018016795221980405
leaf_weight=79 58 63 54 60 60 74 52 563 52 132 52 60 54 52 86 53 58 142 65 137 146 65 724
leaf_count=79 58 63 54 60 60 74 52 563 52 132 52 60 54 52 86 53 58 142 65 137 146 65 724
internal_value=0 0.00158685 0.00165233 0.00167233 0.000844942 0.00103357 0.00156582 0.00159818 0.00136426 0.00156011 0.00179588 0.00123179 0.000525666 0.000652811 0.000766312 0.00176846 0.00178513 0.00163788 0.000326909 0.00166079 0.0015553 0.00170828 0.00182162
internal_weight=0 2626 2413 2359 213 153 1267 1155 244 184 1092 112 315 192 140 1029 976 194 123 911 283 628 782
internal_count=2941 2626 2413 2359 213 153 1267 1155 244 184 1092 112 315 192 140 1029 976 194 123 911 283 628 782
is_linear=0
shrinkage=0.0032998


Tree=4876
num_leaves=13
num_cat=0
split_feature=159 12 3 123 2 481 0 159 133 2 42 133
split_gain=0.426849 0.434881 0.754691 0.370096 0.347892 0.33532 0.286046 0.263542 0.397876 0.268641 0.231115 0.0779753
threshold=0.12744000000000003 -0.22686499999999998 0.31351000000000001 1.0000000180025095e-35 -0.085784999999999986 -0.086854999999999988 -0.037444999999999992 -0.022294999999999995 -0.00087999999999999992 0.085325000000000012 0.093030000000000015 0.084845000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 10 8 -7 -9 11 -5
right_child=-2 2 -4 6 5 7 -8 9 -10 -11 -12 -13
leaf_value=0.023121348621870687 -0.0035677251020074254 0.021990500668983604 -0.010153955149465863 0.0086477405494194033 0.020963269922134212 -0.0089455396436016223 0.012268676456970679 0.012312019207616941 0.006968926013528034 0.008208134909489356 -0.0085631287486381512 -0.00029821188398348097
leaf_weight=59 81 62 60 52 67 52 64 691 305 1322 68 58
leaf_count=59 81 62 60 52 67 52 64 691 305 1322 68 58
internal_value=0 0.00880513 0.00850293 0.00891198 0.00952079 0.00920281 0.00261774 0.00886958 0.00464582 0.00961776 -0.000842172 0.00391445
internal_weight=0 2860 2801 2741 2499 2437 242 2370 357 2013 178 110
internal_count=2941 2860 2801 2741 2499 2437 242 2370 357 2013 178 110
is_linear=0
shrinkage=0.16829


Tree=4877
num_leaves=20
num_cat=0
split_feature=1 1 2 40 14 2 2 48 15 50 133 4 159 2 1 52 15 50 4
split_gain=0.4432 0.504201 0.342989 0.259135 0.246268 0.238442 0.234046 0.224125 0.48626 0.274265 0.317863 0.226343 0.277646 0.397132 0.353239 0.098436 0.0531827 0.03907 0.0379342
threshold=0.11561500000000001 0.14078500000000002 -0.023999999999999997 -0.08440499999999998 -1.0000000180025095e-35 0.12681500000000004 -0.0050599999999999994 0.093225000000000016 -0.068309999999999996 0.10932500000000002 0.0049900000000000005 -0.5055599999999999 0.041590000000000009 0.12198500000000001 0.091600000000000015 -0.054584999999999995 -0.2987999999999999 0.12064500000000002 0.012315000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 -4 -2 6 -6 9 15 11 -11 -5 13 -13 -14 -9 -3 -12 -17
right_child=1 16 3 7 5 -7 -8 8 -10 10 17 12 14 -15 -16 18 -18 -19 -20
leaf_value=0.017972308531883131 0.0072609133982415672 0.0076771806676764554 -0.0036035773714545669 0.018846074701775468 -0.0090971348758441713 -0.012083331645941388 0.0047578148574292959 0.012853886203714377 -0.011386377426639166 -0.0048421158891261262 0.0053281674041303888 0.008928150363281798 0.0065421337626739642 0.023135357941281649 -0.0086108578497822632 0.0074353898324056025 0.014819889222206619 0.011788461922647066 0.0012978243057902073
leaf_weight=92 64 66 58 63 56 78 90 56 53 93 55 1537 243 58 53 55 56 54 61
leaf_count=92 64 66 58 63 56 78 90 56 53 93 55 1537 243 58 53 55 56 54 61
internal_value=0 0.00190089 0.00787131 0.00748956 -0.00193486 -0.00457025 -0.000544107 0.00776053 0.00269444 0.0082884 0.00237282 0.00889902 0.00856667 0.0094459 0.00382286 0.00704375 0.0109705 0.00854516 0.00422336
internal_weight=0 410 2531 2439 288 224 146 2381 225 2156 202 1954 1891 1595 296 172 122 109 116
internal_count=2941 410 2531 2439 288 224 146 2381 225 2156 202 1954 1891 1595 296 172 122 109 116
is_linear=0
shrinkage=0.16829


Tree=4878
num_leaves=42
num_cat=0
split_feature=12 13 12 16 13 457 13 43 12 51 43 12 15 13 123 49 13 43 48 42 13 16 12 15 43 42 475 12 42 13 16 43 16 15 13 15 15 12 12 13 16
split_gain=32.1007 7.69367 7.48509 5.643 2.82629 2.77575 2.11971 2.28025 1.68098 1.63336 1.15794 1.07129 0.860676 0.804541 0.833043 0.702567 0.694974 0.642223 0.509571 0.447319 0.413178 0.403903 0.469095 0.365731 0.338773 0.285702 0.281005 0.257753 0.235204 0.214589 0.211693 0.168823 0.166521 0.254108 0.176663 0.124772 0.162988 0.0943769 0.0794413 0.0692417 0.00243943
threshold=0.056995000000000011 -0.0015099999999999998 0.098785000000000012 -0.35377499999999995 0.00085500000000000018 0.092240000000000003 -0.36115499999999995 -0.029255 0.14472000000000004 -0.092239999999999989 -0.10761 0.087805000000000008 -1.0000000180025095e-35 -0.011514999999999999 0.088305000000000008 -0.026279999999999998 -0.09194999999999999 -0.04133499999999999 0.08783500000000001 0.08400500000000001 -0.0015099999999999998 -0.082119999999999985 0.092395000000000019 -0.10646499999999999 -0.011714999999999998 0.096015000000000017 -0.08100499999999998 -0.053404999999999987 0.081605000000000025 0.085955000000000018 -0.082119999999999985 0.055890000000000002 -0.0094449999999999968 -0.0092699999999999987 -0.085349999999999995 0.090310000000000015 -0.067614999999999995 0.10621000000000001 0.089505000000000015 -0.0050199999999999993 0.0011450000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 11 -4 5 9 27 13 23 -3 -6 15 30 14 -8 -2 -17 18 26 28 21 22 38 -5 -23 -26 -13 -1 39 31 -11 37 34 -34 -21 36 -28 -25 -19 -18 -37
right_child=2 4 3 8 10 -7 7 -9 -10 12 -12 17 -14 -15 -16 16 19 20 -20 32 -22 24 -24 29 25 -27 35 -29 -30 -31 -32 -33 33 -35 -36 40 -38 -39 -40 -41 -42
leaf_value=3.2479726038119862e-05 0.0012313688945765711 0.0016734747228403072 -1.3342122661318394e-05 0.00093131114967392504 0.00078007624263930512 0.00037942458811745719 0.00055626663890004726 0.00090611347880644702 0.00056009545932831533 0.00072440081327354404 0.00011399856393548148 0.0010975790081910128 0.0013652772630100758 -0.00012055970805521236 8.124728585434626e-05 0.0018230747989346318 0.001628259093159404 0.0014941036576891504 0.00099263648026170549 0.0014661256717884037 0.0016846476005365069 0.0015131623385535003 0.0017843298513957548 0.0011462829089809675 0.001093647832387894 0.0013981173236981494 0.001291558643931685 -0.00027851827504290621 0.0018173035927602746 0.0013722514023533645 0.0010232842847716502 0.0010130502051637882 0.001405655440194981 0.0017068664830330949 0.0012576430004491834 0.0012897203177501149 0.0014660552402700937 0.0013147802398265583 0.0013168686627114256 0.0014897538373646567 0.0012231834145982163
leaf_weight=55 75 64 56 53 58 52 90 72 54 54 56 54 61 54 73 102 113 68 59 111 74 64 55 79 83 59 102 61 59 87 52 55 73 56 80 52 155 78 56 75 52
leaf_count=55 75 64 56 53 58 52 90 72 54 54 56 54 61 54 73 102 113 68 59 111 74 64 55 79 83 59 102 61 59 87 52 55 73 56 80 52 155 78 56 75 52
internal_value=0 0.000565929 0.00134012 0.00096799 0.000892399 0.0010692 0.00024582 0.000397094 0.00110343 0.00122432 0.000453189 0.00144262 0.00105198 0.000228041 0.000343744 0.0015364 0.00157055 0.0013678 0.00128198 0.00152505 0.00145634 0.00141237 0.00152823 0.00118669 0.00131153 0.0012204 0.00132303 -0.000130759 0.00163164 0.00123183 0.000871355 0.00117404 0.00144267 0.00153669 0.00137899 0.00135666 0.00139694 0.00123022 0.00141435 0.00157319 0.00125679
internal_weight=0 802 2139 462 397 283 405 289 406 231 114 1677 167 217 163 744 669 933 474 567 459 385 179 352 206 142 415 116 247 299 106 212 320 129 191 361 257 157 124 188 104
internal_count=2941 802 2139 462 397 283 405 289 406 231 114 1677 167 217 163 744 669 933 474 567 459 385 179 352 206 142 415 116 247 299 106 212 320 129 191 361 257 157 124 188 104
is_linear=0
shrinkage=0.0032998


Tree=4879
num_leaves=17
num_cat=0
split_feature=1 0 1 12 39 13 1 132 15 48 0 3 480 15 49 12
split_gain=0.413232 0.366843 0.348812 0.33149 0.375238 0.369787 0.31273 0.291787 0.361363 0.499756 0.341555 0.368146 0.250835 0.285646 0.37213 0.361738
threshold=0.11561500000000001 -0.051824999999999989 0.11277000000000001 -0.088999999999999982 0.089665000000000009 -0.085919999999999982 0.14533000000000004 0.082230000000000011 1.0000000180025095e-35 0.084705000000000016 0.12469500000000001 0.11745500000000002 -0.060589999999999998 -0.088349999999999998 -0.0070849999999999984 0.084065000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 -2 5 -5 -3 10 9 -9 11 12 -1 14 -14 -15
right_child=1 6 -4 4 -6 -7 -8 8 -10 -11 -12 -13 13 15 -16 -17
leaf_value=-0.0020448265614686403 0.0084926562282920965 0.0023908413129433677 0.021141756328132755 -0.012328784719897476 -0.017708420274665529 0.0055679731310119959 0.018093625174138601 -0.015130789679917673 0.0089948689448938503 0.0056618186978916801 0.019287504296989239 -0.0059194879435712942 -0.0036493616556490501 0.014140676316267722 0.0072686775660745643 0.0078725621262934285
leaf_weight=71 62 98 52 52 53 88 57 63 103 68 71 57 120 330 334 1262
leaf_count=71 62 98 52 52 53 88 57 63 103 68 71 57 120 330 334 1262
internal_value=0 0.00171785 0.00748298 -0.00220126 -0.00564591 -0.00106656 0.008177 0.00719575 0.00153092 -0.00432397 0.0077854 0.00740893 0.00776865 0.00811007 0.00437889 0.00917299
internal_weight=0 410 2531 255 193 140 155 2479 234 131 2245 2174 2117 2046 454 1592
internal_count=2941 410 2531 255 193 140 155 2479 234 131 2245 2174 2117 2046 454 1592
is_linear=0
shrinkage=0.16829


Tree=4880
num_leaves=27
num_cat=0
split_feature=1 124 2 49 4 2 1 1 1 15 15 16 16 159 15 15 15 16 159 0 40 133 4 40 4 0
split_gain=15.9648 2.98378 2.03114 2.03549 1.75219 1.21109 1.17987 1.13526 0.87061 0.547025 0.423886 0.455033 0.60277 0.375548 0.478352 0.717024 0.561496 1.49049 0.447921 0.297565 0.254849 0.24441 0.236225 0.220924 0.207407 0.144517
threshold=0.118385 -0.048219999999999992 0.10060500000000001 -0.04695499999999999 0.40441500000000002 0.13388500000000003 0.10661000000000002 0.14684500000000003 0.092845000000000025 -0.14773499999999998 -0.076194999999999999 -0.0046349999999999994 0.50609000000000015 -0.0020949999999999996 0.079600000000000018 0.097415000000000015 -0.0065999999999999991 0.066010000000000013 0.079715000000000022 -0.087184999999999985 -0.0079899999999999988 0.09142500000000002 -0.083274999999999988 -0.081079999999999985 0.063435000000000005 -0.085674999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 9 -4 5 -2 10 20 -1 -3 24 -12 -13 21 16 19 18 -18 -15 -16 -6 22 -11 -10 -5 -24
right_child=4 2 3 6 7 -7 -8 -9 23 13 11 12 -14 14 15 -17 17 -19 -20 -21 -22 -23 25 -25 -26 -27
leaf_value=0.0010186920150134142 0.00084336177371102444 0.0014173639550707654 0.00049370017422913624 0.0014289217305945442 0.00049244471651115713 0.0002727826108735868 0.00068467749730540808 -0.00020887981323887129 0.00064488788653468639 0.0015098736660520886 0.0012373480119903055 0.00073899074747723801 0.0011290486476207308 0.0010697375737380279 0.0013817811156543001 0.00093503285112876233 0.000619790125441174 0.0013166901546208054 0.0012860292137559955 0.001203764383233265 0.00020397793216612436 0.0010713587066463754 0.0013412206932669969 0.00035148171961592285 0.0011404499578648224 0.0011729335036489914
leaf_weight=54 101 101 89 58 58 68 84 63 61 52 90 82 93 401 131 98 86 55 144 529 80 61 121 53 55 114
leaf_count=54 101 101 89 58 58 68 84 63 61 52 90 82 93 401 131 98 86 55 144 529 80 61 121 53 55 114
internal_value=0 0.0010988 0.00112806 0.000951408 0.00036627 0.000613988 0.00103951 0.000157814 0.000672896 0.00117946 0.00111826 0.0010454 0.00094648 0.00116603 0.00114233 0.00119988 0.00107869 0.00089188 0.00112695 0.00123915 0.000325473 0.00126429 0.00130518 0.000508789 0.00128883 0.00125973
internal_weight=0 2612 2444 551 370 169 462 201 168 1893 378 265 175 1792 1444 758 686 141 545 660 138 348 287 114 113 235
internal_count=2982 2612 2444 551 370 169 462 201 168 1893 378 265 175 1792 1444 758 686 141 545 660 138 348 287 114 113 235
is_linear=0
shrinkage=0.0032998


Tree=4881
num_leaves=14
num_cat=0
split_feature=10 43 16 34 43 1212 1212 16 1212 11 43 16 1452
split_gain=0.539689 0.381836 0.48277 0.350331 0.295824 0.282291 0.33462 0.31322 0.268657 0.205513 0.230117 0.234051 0.209647
threshold=-0.00189 -0.085154999999999995 -0.074029999999999999 -0.010739999999999998 -0.50914999999999988 0.087685000000000013 0.092815000000000022 -0.080084999999999976 0.058905000000000006 0.091445000000000012 0.0034500000000000004 -0.041434999999999993 0.090425000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 8 -7 -8 9 10 12 -12 -6
right_child=3 2 -4 4 5 6 7 -9 -10 -11 11 -13 -14
leaf_value=-0.015408861198754779 -0.0083072454753792876 -0.008749320339834445 0.01315547862451066 -0.007190252969046765 0.0060295797649685904 -0.0091154406883831376 0.010872265438690793 -0.0037320801273030839 0.01651886897387967 0.015352323596035916 0.0040974021044043176 -0.0056955523536497922 0.015919181990967361
leaf_weight=60 54 63 52 52 1865 76 93 75 69 63 308 89 63
leaf_count=60 54 63 52 52 1865 76 93 75 69 63 308 89 63
internal_value=0 -0.00452374 0.00113984 0.00510371 0.00536742 0.00560985 0.00014282 0.00434177 0.00615204 0.00585174 0.00559353 0.00189748 0.00635367
internal_weight=0 175 115 2807 2753 2701 244 168 2457 2388 2325 397 1928
internal_count=2982 175 115 2807 2753 2701 244 168 2457 2388 2325 397 1928
is_linear=0
shrinkage=0.16829


Tree=4882
num_leaves=13
num_cat=0
split_feature=3 1 48 0 447 47 16 1374 42 52 12 3
split_gain=0.847313 0.309752 0.270502 0.494727 0.26706 0.325423 0.223785 0.375572 0.223606 0.195828 0.116535 0.203226
threshold=0.35004500000000011 0.12313000000000002 0.11741000000000001 -0.23395499999999997 0.089395000000000016 0.10976000000000001 -0.43708999999999992 0.081625000000000017 0.10254000000000001 0.048655000000000011 -0.038859999999999992 0.12745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 9 -8 10 -5 -3 -12
right_child=-2 8 -4 4 -6 -7 7 -9 -10 -11 11 -13
leaf_value=0.020148796410963583 -0.012985645700142965 0.0070820015084881172 0.015335955746183259 0.018488337790305513 -0.0077753615902462839 -0.0074362493988559212 0.0046759287530749837 -0.009146630569971748 -0.0103958759194492 0.0051123033120836769 -0.0094646823541707798 0.0053343225543270581
leaf_weight=56 83 65 67 61 52 64 2247 57 61 64 52 53
leaf_count=56 83 65 67 61 52 64 2247 57 61 64 52 53
internal_value=0 0.00425477 0.0047668 0.00449386 0.00414868 0.00439812 0.00471067 0.00433318 -0.00165137 0.0116542 0.0014758 -0.0019776
internal_weight=0 2899 2668 2601 2545 2493 2429 2304 231 125 170 105
internal_count=2982 2899 2668 2601 2545 2493 2429 2304 231 125 170 105
is_linear=0
shrinkage=0.16829


Tree=4883
num_leaves=30
num_cat=0
split_feature=1 12 2 52 3 3 2 0 15 2 3 3 16 3 3 1 47 40 12 0 133 133 158 52 3 3 3 3 13
split_gain=16.7735 3.83936 2.6505 2.50466 1.92018 1.22279 1.20749 1.0067 0.961935 0.834827 0.852265 1.19701 0.800456 0.652427 0.627022 0.574173 0.471974 0.454439 0.349277 0.344378 0.314988 0.299173 0.315091 0.189666 0.176974 0.149796 0.320455 0.28459 0.0822964
threshold=0.11829500000000003 0.056995000000000011 0.17553000000000005 0.08321000000000002 0.31819000000000003 -0.0037099999999999998 0.11366500000000002 -0.067969999999999989 -0.10981499999999998 0.098655000000000007 -0.16270999999999997 -0.095789999999999986 -0.0037499999999999994 0.088880000000000015 -0.15288999999999997 0.09258000000000001 0.087850000000000025 -0.062739999999999976 0.096535000000000024 -0.079119999999999982 -0.08860999999999998 0.12352500000000001 0.078875000000000015 0.089455000000000021 -0.083809999999999982 -0.088734999999999994 -0.082354999999999984 -0.079224999999999976 -0.041479999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 8 7 12 15 17 14 -11 -12 13 -7 -3 -1 -10 -2 -13 20 24 22 -22 -20 -16 -21 -27 -28 -26
right_child=2 9 -4 -5 -6 6 -8 -9 16 10 11 18 -14 -15 19 -17 -18 -19 23 25 21 -23 -24 -25 28 26 27 -29 -30
leaf_value=0.001095459700925871 0.00073699583120105552 0.0015964049757736483 -0.00020363971561572163 0.0014530342638976073 2.665578384447299e-05 0.0011880885840060383 0.00058874020864298215 0.00034332838944419911 0.00070745565708514189 0.0014739239133831413 0.00059485311496594313 0.0013032021314639557 0.0013688333559053875 0.00069919301958671222 0.0015392451064745007 0.0006280695260174184 0.0011263774428944661 0.00034448549625329649 0.00095732891070347066 0.0010684446249877668 0.0012341767100192366 0.0014524300042515685 0.0014319135404345343 0.001168750462613136 0.0013988809417329496 0.0014075354422417947 0.00096330007194323831 0.001236775706382672 0.0012325205166448586
leaf_weight=52 53 71 58 89 59 60 62 74 63 64 52 97 82 60 82 65 56 83 101 90 766 98 102 91 115 79 60 146 52
leaf_count=52 53 71 58 89 59 60 62 74 63 64 52 97 82 60 82 65 56 83 101 90 766 98 102 91 115 79 60 146 52
internal_value=0 0.00119312 0.000443998 0.000946222 0.000563737 0.000847009 0.000992761 0.000645367 0.000687865 0.00125812 0.00112311 0.00105717 0.00111659 0.000943934 0.00129101 0.0008361 0.000904891 0.000497708 0.00114023 0.00127735 0.00130463 0.00127727 0.00125745 0.00105772 0.00141065 0.00118888 0.00122678 0.00115729 0.00134729
internal_weight=0 2610 372 544 314 455 264 191 255 2066 405 341 202 120 1661 117 119 136 289 1590 1215 966 868 192 249 375 285 206 167
internal_count=2982 2610 372 544 314 455 264 191 255 2066 405 341 202 120 1661 117 119 136 289 1590 1215 966 868 192 249 375 285 206 167
is_linear=0
shrinkage=0.0032998


Tree=4884
num_leaves=12
num_cat=0
split_feature=3 40 0 11 160 10 150 43 3 3 42
split_gain=0.649601 0.236204 0.255802 0.245747 0.269541 0.354283 0.295379 0.271002 0.223845 0.186163 0.0969058
threshold=0.3148450000000001 0.0045850000000000005 0.148925 0.087925000000000017 0.099280000000000021 -0.00189 0.12167500000000002 -0.085154999999999995 0.057935000000000007 -0.085674999999999987 0.086825000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 8 -1 -7 -6 -11
right_child=-2 -3 -4 -5 9 6 -8 -9 -10 10 -12
leaf_value=-0.01446226428824441 -0.0092004703612478637 -0.0057183176690619453 0.016282224597195152 0.012580660519182437 0.016425377487870572 0.0031746156290108538 0.015662101032860979 0.0019309483019827741 0.0083849697570777919 0.0020937172726311123 0.010990744772639147
leaf_weight=52 102 63 53 102 78 2002 61 63 265 77 64
leaf_count=52 102 63 53 102 78 2002 61 63 265 77 64
internal_value=0 0.00446011 0.00468838 0.00446542 0.00415379 0.0036456 0.00409647 -0.00546601 0.00378447 0.0098146 0.00614483
internal_weight=0 2880 2817 2764 2662 2443 2328 115 2267 219 141
internal_count=2982 2880 2817 2764 2662 2443 2328 115 2267 219 141
is_linear=0
shrinkage=0.16829


Tree=4885
num_leaves=25
num_cat=0
split_feature=4 2 3 2 2 4 2 3 43 39 2 11 4 3 155 4 3 1203 1446 51 2 43 3 2
split_gain=22.2484 9.41844 5.12578 2.61768 1.90421 1.33047 1.2437 1.08948 1.31402 1.01177 0.725831 1.17234 0.445041 0.422146 1.09787 0.421407 0.55641 0.418366 0.379717 0.377604 0.255151 0.330108 0.238729 0.212699
threshold=0.31392000000000003 0.13388500000000003 -0.046079999999999989 -0.007134999999999999 0.10773000000000001 0.04105000000000001 0.15305000000000002 0.13772500000000001 -0.0068849999999999996 0.055555000000000007 0.095565000000000011 1.0000000180025095e-35 0.51152500000000012 -0.097199999999999995 1.0000000180025095e-35 -0.081579999999999986 0.092005000000000017 0.088820000000000024 0.083705000000000016 -0.030299999999999997 0.09802000000000001 -0.064179999999999987 -0.06656999999999999 0.090755000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 9 10 -3 8 12 15 11 17 -2 14 -12 -5 -17 18 -1 -7 -15 -22 -10 -21
right_child=7 6 3 4 -6 19 -8 -9 22 -11 13 -13 -14 20 -16 16 -18 -19 -20 23 21 -23 -24 -25
leaf_value=0.0016655404380224337 0.00024607063478438606 0.00093713560417599457 0.00069899792657051826 0.0018060395062465635 0.00096830919150695633 0.001254378181139535 0.00026172420531467077 0.00026254355425649667 0.0011175859068190375 0.0012047424487757303 0.0010400102894039395 0.0021151658991582288 0.00065877441929857469 0.0014334759573309986 0.0017112393801680991 0.001685569266633716 0.0012399093234861213 0.0019915749161454363 0.0018422354015865487 0.0016833377737047231 0.001878090615872285 0.0015606973110698847 0.0008219069386643476 0.0014308980726155738
leaf_weight=1181 54 68 73 88 94 88 53 75 56 87 54 78 61 54 53 77 52 52 154 61 67 82 67 101
leaf_count=1181 54 68 73 88 94 88 53 75 56 87 54 78 61 54 53 77 52 52 154 61 67 82 67 101
internal_value=0 0.00154117 0.00158476 0.00127438 0.00137982 0.00165694 0.000641585 0.000610087 0.000719459 0.00150695 0.00168879 0.0017197 0.000465289 0.00154263 0.00137282 0.00162795 0.0015062 0.00169743 0.00168595 0.00143064 0.00163196 0.00170365 0.000956811 0.00152617
internal_weight=0 2617 2496 471 398 2025 121 313 238 304 1775 1465 115 310 107 217 129 1387 1335 250 203 149 123 162
internal_count=2930 2617 2496 471 398 2025 121 313 238 304 1775 1465 115 310 107 217 129 1387 1335 250 203 149 123 162
is_linear=0
shrinkage=0.0032998


Tree=4886
num_leaves=13
num_cat=0
split_feature=41 151 13 41 49 150 2 4 14 43 1374 42
split_gain=0.453137 0.3794 0.526325 0.41672 0.356653 0.536297 0.38182 0.615207 0.275012 0.212984 0.218885 0.181983
threshold=0.10138000000000001 0.055120000000000009 -0.013819999999999997 0.083565000000000014 -0.085174999999999987 0.085595000000000018 -1.0000000180025095e-35 0.50027500000000014 -0.2523999999999999 -0.14724999999999996 1.0000000180025095e-35 0.080725000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 -6 -8 11 -11 -10
right_child=-2 2 -4 -5 6 -7 8 -9 9 10 -12 -13
leaf_value=0.026235917588251591 -0.0097393516144372687 0.007141726377345471 -0.013847085327014267 0.02146528701373733 -0.010075818315175997 0.0031664427274614702 -0.0043440409159809269 0.011786743859797303 0.0088996156575600303 0.0058873819833362871 0.016857964965165975 0.020480780764436313
leaf_weight=61 52 73 63 52 101 54 66 57 152 2094 53 52
leaf_count=61 52 73 63 52 101 54 66 57 152 2094 53 52
internal_value=0 0.00609882 -0.00256782 0.00652933 0.00623994 0.0154189 0.00582931 -0.00217732 0.00635345 0.00665452 0.00615903 0.0118605
internal_weight=0 2878 136 2742 2690 115 2575 158 2417 2351 2147 204
internal_count=2930 2878 136 2742 2690 115 2575 158 2417 2351 2147 204
is_linear=0
shrinkage=0.16829


Tree=4887
num_leaves=17
num_cat=0
split_feature=121 150 1427 11 3 49 40 49 4 0 0 49 4 4 16 52
split_gain=0.327335 0.307164 0.305355 0.304842 0.263213 0.499395 0.337759 0.287122 0.397912 0.30922 0.353866 0.226213 0.195368 0.511475 0.300135 0.100269
threshold=-1.0000000180025095e-35 0.12364000000000001 1.0000000180025095e-35 0.093845000000000026 -0.08100499999999998 -0.05529499999999999 -0.079539999999999986 -0.0097199999999999977 -0.0026499999999999996 -0.0058249999999999994 -0.06952499999999999 -0.070034999999999986 -0.14595999999999995 -0.07879499999999999 0.18879500000000002 -0.069894999999999985
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 -6 8 11 10 -9 -2 14 -14 -7 -8
right_child=1 -3 -4 -5 5 12 15 9 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=0.016658378261644811 -0.013955112372380106 -0.0069465171850471904 0.014119524421749203 -0.0068744622469619366 0.0015681196962799512 0.015947422025635687 0.022443835680309995 0.0075018023183705462 0.011733677243032984 0.016664989543227971 -0.0051472717623824871 0.001433692760531049 -0.014746390678058156 0.0020550225678869884 -0.00034052748530492637 0.012353179822919025
leaf_weight=65 52 64 97 65 63 67 52 928 54 96 67 56 54 1026 61 63
leaf_count=65 52 64 97 65 63 67 52 928 54 96 67 56 54 1026 61 63
internal_value=0 0.00456978 0.00483356 0.00449978 0.00478062 0.00318006 0.011504 0.00654963 -5.04155e-05 0.0075313 0.00664825 -0.0059591 0.00195203 0.00121329 0.00817116 0.0169315
internal_weight=0 2865 2801 2704 2639 1386 178 1253 162 1091 995 108 1208 1080 128 115
internal_count=2930 2865 2801 2704 2639 1386 178 1253 162 1091 995 108 1208 1080 128 115
is_linear=0
shrinkage=0.16829


Tree=4888
num_leaves=22
num_cat=0
split_feature=4 2 12 2 150 0 2 52 2 47 160 12 0 2 52 15 52 15 12 12 0
split_gain=22.1858 7.78234 3.0573 1.90576 1.99684 1.69163 1.23603 1.14567 0.975133 0.63561 0.527678 0.496875 0.495281 0.389284 0.352676 0.360325 0.340643 0.30826 0.30348 0.138111 0.128811
threshold=0.31392000000000003 0.13388500000000003 -1.0000000180025095e-35 0.089795000000000014 0.082085000000000019 -0.071879999999999986 0.092645000000000019 -0.55511499999999991 0.15305000000000002 0.11224000000000002 -0.06146999999999999 0.096990000000000007 -0.098749999999999991 0.091040000000000024 0.50673000000000001 0.091490000000000016 0.10676000000000001 -0.080264999999999989 0.090335000000000013 -0.071274999999999991 -0.195045
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 9 7 6 -1 -5 -3 14 -2 13 20 -9 15 16 -4 -13 -17 -14 -12
right_child=10 8 3 4 -6 -7 -8 11 -10 -11 12 17 19 -15 -16 18 -18 -19 -20 -21 -22
leaf_value=0.0019027651156690972 0.00092399619388254485 0.0010837918010970879 0.0018267042381251196 0.0020552802733770597 0.0011243677499478636 0.00089575492359893498 0.0012902112912494823 0.0014547528611873969 0.00048510358187472892 0.0014972222586488622 0.00066065622367635101 0.0017114328093064141 0.00034024292746295402 0.0017153762750169441 0.0015592708309950876 0.0018689344421753411 0.0020517926798420223 0.001422429328407789 0.0015844096010049487 0.00057882771666991956 0.00088579398535726449
leaf_weight=56 90 68 998 69 89 72 102 77 53 77 57 53 53 384 61 65 82 190 121 55 58
leaf_count=56 90 68 998 69 89 72 102 77 53 77 57 53 53 384 61 65 82 190 121 55 58
internal_value=0 0.0016397 0.00167933 0.00171617 0.00159367 0.00131618 0.00150754 0.00164766 0.000821848 0.00179136 0.000709912 0.00160766 0.000623352 0.00167192 0.0018084 0.00182038 0.00184383 0.00148561 0.00168403 0.000462071 0.00077451
internal_weight=0 2617 2496 2266 862 230 158 773 121 1404 313 704 223 461 1327 1266 1080 243 186 108 115
internal_count=2930 2617 2496 2266 862 230 158 773 121 1404 313 704 223 461 1327 1266 1080 243 186 108 115
is_linear=0
shrinkage=0.0032998


Tree=4889
num_leaves=20
num_cat=0
split_feature=2 41 106 11 1375 9 12 42 13 11 49 3 43 1 16 158 16 13 3
split_gain=0.39346 0.463215 0.389237 0.373567 0.3164 0.233636 0.2385 0.209442 0.350904 0.298147 0.325063 0.268762 0.288364 0.215254 0.177158 0.184081 0.242846 0.131415 0.178367
threshold=0.089795000000000014 0.079395000000000007 0.085650000000000018 0.080455000000000013 -0.030214999999999995 0.085355000000000014 -0.038859999999999992 0.087970000000000007 0.10621000000000001 1.0000000180025095e-35 -0.073139999999999983 -0.036264999999999992 -0.084534999999999985 0.13535500000000003 0.4028000000000001 0.11079000000000001 0.10923000000000001 -0.082279999999999978 -0.077104999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 -2 6 -1 8 9 10 -6 12 -9 -12 15 16 -8 -14 -19
right_child=1 -3 -4 -5 7 -7 14 11 -10 -11 13 -13 17 -15 -16 -17 -18 18 -20
leaf_value=0.017645434173034699 -0.00899368536328061 -0.0098490284688876814 -0.0062786538604354767 0.020443362595817211 0.01300220624355912 -0.0033681322801295726 0.0064131787034493112 0.020723071169851656 -0.0068069365325677785 0.014322353355761212 0.00045250470885965219 -0.0028535642552261265 0.013475733263873498 0.011633195939340547 -0.00086810709201036896 0.017061989534782013 0.016639049930783443 0.010976380246231663 0.00095092660056086931
leaf_weight=62 52 74 60 61 80 59 1159 54 94 73 508 59 72 54 77 54 70 86 122
leaf_count=62 52 74 60 61 80 59 1159 54 94 73 508 59 72 54 77 54 70 86 122
internal_value=0 0.00308263 0.00700345 0.00752143 0.00384717 0.00698798 0.00741893 0.00440418 0.0028523 0.0041247 0.00296236 0.00759418 0.00944512 0.00153 0.0069514 0.0074221 0.00699707 0.00726367 0.0051047
internal_weight=0 1328 1602 1542 1254 1481 1422 1202 809 715 642 393 334 562 1360 1283 1229 280 208
internal_count=2930 1328 1602 1542 1254 1481 1422 1202 809 715 642 393 334 562 1360 1283 1229 280 208
is_linear=0
shrinkage=0.16829


Tree=4890
num_leaves=11
num_cat=0
split_feature=3 48 4 1375 48 43 14 1212 12 2
split_gain=0.563819 0.402409 0.305328 0.304604 0.366859 0.366233 0.330155 0.310369 0.209689 0.135549
threshold=0.31351000000000001 0.13991500000000004 -0.52258999999999989 -0.088184999999999986 -0.087924999999999989 -0.39648999999999995 0.07913000000000002 0.12218000000000002 0.094860000000000014 0.13751000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 8 7 -7 -6 -2
right_child=9 -3 3 4 5 6 -8 -9 -10 -11
leaf_value=0.017519665040876934 -0.0019829814252481604 -0.0099242790147991092 0.015378123698159189 0.016795180144374183 0.020231190917532806 0.0034740911753015722 -0.0094180886049711129 0.016504715122085411 0.0055139716369759818 -0.014064158019523997
leaf_weight=52 53 54 71 64 59 2385 55 53 52 53
leaf_count=52 53 54 71 64 59 2385 55 53 52 53
internal_value=0 0.00445408 0.00473292 0.00448951 0.00419907 0.0038888 0.00346669 0.0037581 0.0133528 -0.00804052
internal_weight=0 2845 2791 2739 2668 2604 2493 2438 111 106
internal_count=2951 2845 2791 2739 2668 2604 2493 2438 111 106
is_linear=0
shrinkage=0.16829


Tree=4891
num_leaves=27
num_cat=0
split_feature=1 3 155 2 0 4 3 158 1 1 12 52 3 1 0 4 0 43 3 4 13 13 16 12 16 4
split_gain=17.8733 3.5144 2.52174 1.76093 1.68628 1.49063 1.20619 0.926481 0.854768 0.835048 0.760074 0.59425 0.567641 0.462275 0.456756 1.39816 0.51541 0.691766 0.411329 0.37927 0.303674 0.30337 0.275554 0.201819 0.193708 0.163136
threshold=0.10398500000000001 0.31351000000000001 0.10022500000000002 0.10633000000000002 -0.0033699999999999993 0.046185000000000004 -0.0075749999999999993 0.019155000000000002 0.083670000000000008 0.092010000000000022 0.088395000000000015 0.057445000000000003 0.11878500000000002 0.13074500000000003 0.11737000000000002 -0.27577999999999997 -0.083564999999999987 -0.14724999999999996 -0.11017499999999998 0.066300000000000012 -0.0023899999999999993 -0.068484999999999976 -0.010504999999999999 0.093455000000000024 -0.073554999999999995 0.41315500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 9 22 8 19 14 -11 12 13 25 15 -1 17 -17 -18 -7 -19 -12 -2 -21 -20 -5
right_child=1 -3 -4 11 -6 7 -8 -9 -10 10 21 -13 -14 -15 -16 16 18 20 24 23 -22 -23 -24 -25 -26 -27
leaf_value=0.0019000125749592421 0.0014424094072977812 0.00010778474646415147 0.0014381389196444622 0.00035025257403927196 0.00043066851829520378 0.00087529083714287762 0.00068860327537367935 0.0013755226869813742 0.00065543097025280532 0.00092630795390437652 0.0014297174106340054 0.00084444000708378333 0.00073588691821926478 0.00010169610048585958 0.0010517068824503495 0.0017715621985983439 0.0010262790999557897 0.0014071606728997799 0.0013701001301638332 0.0013398497762764571 0.001224423091162583 0.001150383170949005 0.0011145361090855734 0.0010599908681994371 0.0012552302310109029 0.00060572300834328609
leaf_weight=52 57 100 57 57 58 56 57 89 65 99 87 52 57 54 53 53 63 677 308 62 120 87 58 55 364 54
leaf_count=52 57 100 57 57 58 56 57 89 65 99 87 52 57 54 53 53 63 677 308 62 120 87 58 55 364 54
internal_value=0 0.000678087 0.000779683 0.000705145 0.00091824 0.00129418 0.00108245 0.00108731 0.000979392 0.00132862 0.0011584 0.00052614 0.000451425 0.000352942 0.0013561 0.00136593 0.00134839 0.00140417 0.00128384 0.00110091 0.00137969 0.00129025 0.00127735 0.00120859 0.00130793 0.000474853
internal_weight=0 661 561 504 230 2290 172 327 238 1963 273 274 222 165 1690 1637 1585 850 735 173 797 174 115 117 672 111
internal_count=2951 661 561 504 230 2290 172 327 238 1963 273 274 222 165 1690 1637 1585 850 735 173 797 174 115 117 672 111
is_linear=0
shrinkage=0.0032998


Tree=4892
num_leaves=18
num_cat=0
split_feature=2 2 130 1446 1456 15 43 483 156 43 13 13 15 11 129 43 160
split_gain=0.471957 0.261099 0.334134 0.329523 0.495063 0.322652 0.546569 0.250135 0.253166 0.305361 0.324646 0.320341 0.240184 0.601969 0.253784 0.143355 0.126357
threshold=0.25063000000000007 0.10060500000000001 0.09623000000000001 0.088585000000000011 -0.14545999999999998 0.096415000000000015 -0.082204999999999986 1.0000000180025095e-35 0.11723000000000001 0.084740000000000024 0.094890000000000016 -0.094359999999999986 -0.41956999999999994 0.077905000000000016 0.093310000000000018 -0.0043399999999999992 -0.15523999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 -1 12 -7 8 9 10 11 -3 -6 14 -14 -8 -5
right_child=-2 2 -4 16 5 6 15 -9 -10 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.010765155554745861 -0.011653913558173874 -0.010999847658420192 0.012552699081711366 0.020273635792354121 -0.0033719840718401126 -0.015278012217899045 0.010131361686411593 0.0089576871780128707 0.0086609667203271894 0.0093550345880606539 -0.015177906234689412 0.00074431840448520293 0.0063428727163927162 0.02160398982601382 -0.0034201741520773956 -0.00043049430403279781 0.0087818480900380743
leaf_weight=55 52 83 74 54 72 55 67 89 73 60 58 316 1557 72 79 79 56
leaf_count=55 52 83 74 54 72 55 67 89 73 60 58 316 1557 72 79 79 56
internal_value=0 0.00451277 0.00181299 0.00545925 0.00497318 0.00541104 -0.000972629 0.000639885 -0.000611789 -0.00192457 -0.00340941 -0.0016942 0.0061329 0.00653463 0.00587033 0.00440408 0.0144396
internal_weight=0 2899 753 2146 2036 1981 201 679 590 517 457 399 1780 1708 1636 146 110
internal_count=2951 2899 753 2146 2036 1981 201 679 590 517 457 399 1780 1708 1636 146 110
is_linear=0
shrinkage=0.16829


Tree=4893
num_leaves=28
num_cat=0
split_feature=1 52 2 12 2 2 14 12 0 12 2 1 2 2 1 52 160 1 16 52 52 43 1447 0 52 16 2
split_gain=97.8689 14.7179 10.1381 6.38216 5.19714 2.63204 2.24839 2.06245 2.01314 1.9044 1.34907 1.04365 0.852865 0.721089 0.697031 0.601909 0.810638 0.541379 0.455065 0.396055 0.823296 0.590213 0.324279 0.154283 0.146035 0.103559 0.0599968
threshold=0.10404000000000001 -0.41694999999999993 0.14253500000000002 0.088325000000000015 0.099185000000000009 -0.0098549999999999974 0.073890000000000011 -0.032329999999999991 -0.11656999999999999 0.10444500000000002 0.17553000000000005 0.083670000000000008 0.12414000000000001 0.092385000000000009 0.13300500000000001 -0.069499999999999992 -1.0000000180025095e-35 0.090905000000000014 0.0071000000000000013 -0.53473999999999988 0.029970000000000007 -0.073819999999999983 -0.086059999999999984 -0.14606999999999998 0.023800000000000005 -0.077509999999999982 0.10644500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 14 5 -1 8 -6 11 -5 -4 -7 19 17 15 -3 -17 22 24 -9 21 -21 -10 -18 -15 -19 -22
right_child=1 2 10 9 7 6 -8 12 13 -11 -12 -13 -14 18 -16 16 23 25 -20 20 26 -23 -24 -25 -26 -27 -28
leaf_value=0.0071301619150844122 0.0076478194781891759 0.0058625133835883544 0.0055354164364709432 0.0073045471633285336 0.0067888398373840133 0.0076558733012628763 0.0082993233024169204 0.007776202307723112 0.0080901949180579042 0.0065011538725836147 0.0048179820494334575 0.00702518384083622 0.0070533086528333103 0.0073694703951813871 0.0057742903869089923 0.0065616206870758404 0.0059377670905249001 0.0074856153672832994 0.0078087696265773023 0.0075137076923658761 0.0077277266781930051 0.0070420185430943609 0.0078175688234640717 0.0062117638454300475 0.007594455462963042 0.0076918303372871671 0.0075432305223470421
leaf_weight=76 70 75 58 62 65 56 83 53 58 70 59 64 58 72 95 56 61 52 87 55 61 72 1040 52 100 159 82
leaf_count=76 70 75 58 62 65 56 83 53 58 70 59 64 58 72 95 56 61 52 87 55 61 72 1040 52 100 159 82
internal_value=0 0.00621558 0.00604502 0.00626133 0.00765964 0.00773719 0.00776322 0.00733841 0.00773684 0.00687877 0.00517393 0.0073198 0.00743208 0.00776874 0.00602081 0.00611664 0.00622921 0.00780127 0.00760417 0.00749999 0.00744563 0.00724657 0.007832 0.00606417 0.00750048 0.00764118 0.00762218
internal_weight=0 658 588 471 2293 1847 1771 446 1688 132 117 120 381 1568 339 244 169 1309 259 323 270 127 1098 113 172 211 143
internal_count=2951 658 588 471 2293 1847 1771 446 1688 132 117 120 381 1568 339 244 169 1309 259 323 270 127 1098 113 172 211 143
is_linear=0
shrinkage=0.0032998


Tree=4894
num_leaves=27
num_cat=0
split_feature=1 3 47 1 3 123 160 12 12 3 1 16 484 16 16 1 16 12 16 16 133 1 16 42 3 3
split_gain=24.8714 5.54963 2.02525 1.42532 1.39698 1.26394 0.66636 0.481273 0.472523 1.21783 0.59704 0.549179 0.547066 0.467874 0.455477 0.450788 0.422203 0.419791 0.370149 0.359923 0.339759 0.248255 0.266049 0.2042 0.31447 0.290869
threshold=0.10075500000000003 -0.049204999999999992 0.084545000000000023 0.14787500000000001 -0.14954999999999999 1.0000000180025095e-35 -0.081969999999999987 0.11755500000000001 0.083885000000000015 -0.14954999999999999 0.085720000000000005 -0.00040499999999999992 0.021395000000000001 0.022165000000000004 -0.061714999999999992 0.11319000000000001 0.0054050000000000009 -0.081654999999999991 0.061775000000000004 -0.16956499999999999 0.086100000000000024 1.0000000180025095e-35 -0.012324999999999997 0.086855000000000016 -0.076969999999999997 -0.086004999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 6 18 7 -3 8 10 -10 12 -12 21 14 15 -8 19 -17 -2 -11 -21 22 -1 25 -25 -18
right_child=1 3 -4 -5 -6 -7 13 -9 9 16 11 -13 -14 -15 -16 17 23 -19 -20 20 -22 -23 -24 24 -26 -27
leaf_value=0.0017022928854858565 0.0010563522999163136 0.0010379519952249622 0.0016073013836149898 0.00015287888721185813 0.00068042468444806344 0.0011207493404585 0.0008748284294899947 0.0012940111074040725 0.0020636213721055893 0.0014166553631531716 0.0011284670836047095 0.0015523402831132879 0.0013107884055914847 0.00086669979360254757 0.00031471770782209722 0.00075777792377427935 0.0011868499108719415 0.00038752748152591602 0.0014455599895773987 0.0016675497996371962 0.0015469121129045515 0.0018399270908691881 0.0014069441505134251 0.0016638535754044776 0.0013802343289386284 0.0015144648752574155
leaf_weight=83 52 56 97 59 78 71 67 68 61 97 83 57 68 82 56 58 55 80 57 812 387 59 59 106 75 68
leaf_count=83 52 56 97 59 78 71 67 68 61 97 83 57 68 82 56 58 55 80 57 812 387 59 59 106 75 68
internal_value=0 0.000857232 0.00121977 0.000632351 0.00101856 0.00155563 0.000703163 0.00157005 0.0015791 0.00160409 0.00147753 0.0013013 0.00156913 0.0006484 0.000579681 0.000651889 0.00158655 0.000543395 0.00126021 0.0016128 0.00162864 0.00165635 0.00157983 0.00147451 0.00154653 0.00136826
internal_weight=0 742 284 458 187 2209 399 2138 2070 1661 409 140 269 343 261 205 1600 138 109 1296 1199 201 142 304 181 123
internal_count=2951 742 284 458 187 2209 399 2138 2070 1661 409 140 269 343 261 205 1600 138 109 1296 1199 201 142 304 181 123
is_linear=0
shrinkage=0.0032998


Tree=4895
num_leaves=22
num_cat=0
split_feature=10 3 41 13 14 15 15 52 158 15 13 401 12 47 42 3 42 13 3 43 43
split_gain=0.389152 0.224091 0.295864 0.244741 0.379043 0.28532 0.356208 0.401587 0.247989 0.206112 0.154839 0.244758 0.288234 0.188314 0.250096 1.10739 0.413561 0.41015 0.148024 0.0638444 0.0827962
threshold=-0.11133 -0.046079999999999989 0.081500000000000017 0.032645000000000007 -0.24168999999999999 0.015700000000000002 -0.037394999999999991 -0.092084999999999986 0.085620000000000016 -0.077474999999999988 -0.089024999999999979 0.081905000000000019 0.087765000000000024 0.090515000000000026 0.087120000000000017 -0.085784999999999986 0.086000000000000007 -0.066634999999999986 -0.086424999999999988 -0.083209999999999992 -0.076024999999999995
decision_type=2 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 6 8 -8 9 -6 11 12 -2 14 16 -16 18 -17 -12 -15 -21
right_child=1 3 -4 -5 5 -7 7 -9 -10 -11 13 -13 -14 19 15 17 -18 -19 -20 20 -22
leaf_value=-0.0024823525856209807 -0.0030407284624123106 0.019936800249459395 0.00029563672598944965 -0.003953856470638061 0.0076732763224739856 0.015221604484589172 0.0095410637676663513 -0.0085943925811410096 -0.0027300873783679047 0.018869143600500737 0.0095956480251185687 0.014992934060413934 0.0109389624850813 0.011002677207314722 0.035206105211662432 0.0150562327258985 -0.0027138231231353884 0.0044307105897916088 0.013777188265482805 -0.00090821315331635901 0.0078018419990512075
leaf_weight=76 91 68 77 52 263 94 55 93 53 57 587 74 77 58 67 386 63 141 412 52 75
leaf_count=76 91 68 77 52 263 94 55 93 53 57 587 74 77 58 67 386 63 141 412 52 75
internal_value=0 0.00969835 0.0105638 0.00715255 0.00800077 0.00667809 0.0051332 -0.00184273 0.00790595 0.00967315 0.0109425 0.00692178 0.00335594 0.0114701 0.0120402 0.0148129 0.0104876 0.0122168 0.011322 0.00635712 0.00422137
internal_weight=0 2895 2160 735 683 615 521 148 373 320 2083 242 168 1841 1656 594 1062 527 999 185 127
internal_count=2971 2895 2160 735 683 615 521 148 373 320 2083 242 168 1841 1656 594 1062 527 999 185 127
is_linear=0
shrinkage=0.16829


Tree=4896
num_leaves=27
num_cat=0
split_feature=1 52 50 150 1 1 12 4 160 4 0 49 157 12 4 4 157 4 50 49 4 1212 52 12 0 4
split_gain=17.5589 3.68288 2.11242 1.43411 2.1728 1.27548 2.12174 1.2872 0.752297 0.71397 0.725147 0.60801 0.441037 0.52658 1.02586 1.34831 0.576604 0.587073 0.447466 0.400688 0.616341 0.292806 0.228198 0.16097 0.144875 0.0760763
threshold=0.10404000000000001 -0.41694999999999993 0.067370000000000013 0.082085000000000019 0.085780000000000009 0.13300500000000001 0.088325000000000015 0.42405000000000009 -1.0000000180025095e-35 0.043640000000000005 -0.11262999999999999 -0.08069999999999998 1.0000000180025095e-35 0.080020000000000022 -0.17568999999999999 -0.0090849999999999976 -0.082714999999999983 -0.15764999999999998 0.10932500000000002 -0.052284999999999991 0.40052000000000004 0.085525000000000018 -0.24841999999999997 0.097060000000000021 -0.085349999999999995 0.064860000000000015
decision_type=2 2 2 2 2 2 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 24 6 8 -7 -3 12 -11 -6 13 14 -1 -16 18 -18 -15 -10 -21 -19 -14 25 -5 -12
right_child=1 2 -4 4 11 7 -8 -9 19 10 23 -13 22 16 15 -17 17 21 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=0.0015672391908713361 0.0014739657817401982 0.00085456088086033257 0.0011254143991994588 0.0015409225048953539 0.0010332230049422296 0.00070646741142212728 0.001155080317906496 0.00013083476169385911 0.00065503492196884781 0.0015241251057514626 0.0011132285747696249 0.00053805967909095916 0.0014787969427705154 0.0018034480259967107 0.00070087098482455982 0.0014272661312874195 0.0011056061827119186 0.0014068677850870633 0.0014100936374718427 5.3599913649543865e-05 0.00055774935251660983 0.0015320190980511825 0.0017756419819531222 0.00098859236564902901 0.0013051822498715534 0.0012798721180014338
leaf_weight=68 72 64 98 67 56 72 88 103 57 74 62 53 59 80 58 54 64 1058 54 52 54 262 59 58 55 70
leaf_count=68 72 64 98 67 56 72 88 103 57 74 62 53 59 80 58 54 64 1058 54 52 54 262 59 58 55 70
internal_value=0 0.000769123 0.000682756 0.00137952 0.00113208 0.000594152 0.000719754 0.000367868 0.000550838 0.00140699 0.00124561 0.000792779 0.00143043 0.00141671 0.00124648 0.00105141 0.00143687 0.00141668 0.0016452 0.000431369 0.000310763 0.00143174 0.00162752 0.00113695 0.00143493 0.00120187
internal_weight=0 660 588 2311 231 490 315 175 227 2080 264 109 1816 1698 180 112 1518 1384 134 163 106 1320 118 190 122 132
internal_count=2971 660 588 2311 231 490 315 175 227 2080 264 109 1816 1698 180 112 1518 1384 134 163 106 1320 118 190 122 132
is_linear=0
shrinkage=0.0032998


Tree=4897
num_leaves=32
num_cat=0
split_feature=3 3 16 43 457 10 0 0 401 3 3 16 12 16 16 1375 128 43 3 0 0 12 0 3 12 0 16 150 0 40 16
split_gain=10.7531 4.22058 2.69457 2.16824 1.39256 1.06083 0.790381 0.732631 0.957818 0.706804 0.746309 0.563674 0.561678 0.467915 0.500049 0.448766 0.364411 0.370016 0.346275 0.372929 0.341034 0.323484 0.323054 0.49009 0.312803 0.312748 0.295267 0.282361 0.413011 0.280757 0.246993
threshold=-0.046079999999999989 0.28833000000000003 -0.16956499999999999 -0.049364999999999992 0.092240000000000003 -1.0000000180025095e-35 -0.082234999999999989 -0.075914999999999996 0.080710000000000018 -0.0063699999999999989 0.10402500000000002 -0.14037499999999997 0.10508500000000001 0.066010000000000013 0.25137500000000007 -0.067914999999999989 0.10743000000000001 0.049545000000000006 -0.083154999999999993 -0.071524999999999991 -0.053169999999999995 0.091445000000000012 -0.084699999999999984 0.084670000000000009 -0.041014999999999989 -0.12368999999999998 0.052150000000000009 0.082085000000000019 -0.10298499999999998 -0.079369999999999982 -0.50875499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 5 9 -2 30 15 12 -5 22 -7 13 18 -15 -4 17 27 -9 -20 -16 -19 23 -11 -3 -12 -14 28 -17 -13 -1
right_child=1 24 7 4 -6 11 -8 8 -10 10 25 29 26 14 20 16 -18 21 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.00097288300219431462 0.00045030576334495779 0.00049629126243111389 0.001747227201179139 0.00090171250087078771 0.00067122212459514569 0.00063637717587006302 0.00068851174321301635 0.0011041012457406137 0.00089339613649665629 0.0017559516977939849 0.00090919345533005261 0.0012162722998157801 0.0013013317973476989 0.0017925665650464931 0.0012743518417806148 0.0017709558140091837 0.0011629362390897734 0.0011426165191089812 0.0012288381450927866 0.0015950741238073441 0.0015730401764655372 0.0014632003199564446 0.001252451722932016 0.0013297000407060521 0.00015232765691212215 0.0012618996974090089 0.00096818976900377304 0.0012479515083176874 0.0014660805996294236 0.00088899283096034352 0.001256330681473016
leaf_weight=58 76 64 54 57 54 53 60 71 55 58 55 57 66 54 85 52 52 78 68 57 86 64 72 62 53 57 54 62 1032 60 85
leaf_count=58 76 64 54 57 54 53 60 71 55 58 55 57 66 54 85 52 52 78 68 57 86 64 72 62 53 57 54 62 1032 60 85
internal_value=0 0.000918917 0.00137063 0.0010212 0.00116687 0.000775301 0.00100786 0.00140762 0.00131017 0.00124092 0.0013044 0.000920386 0.00135247 0.00140961 0.0015132 0.00144925 0.00143722 0.00144827 0.00129052 0.00139612 0.00142478 0.00128735 0.00142986 0.00153602 0.00034078 0.00108901 0.00115171 0.00146817 0.00148074 0.00104874 0.00114161
internal_weight=0 778 2193 661 415 246 203 1990 596 361 304 170 541 421 225 1394 1340 1288 196 125 171 142 192 120 117 112 120 1146 1084 117 143
internal_count=2971 778 2193 661 415 246 203 1990 596 361 304 170 541 421 225 1394 1340 1288 196 125 171 142 192 120 117 112 120 1146 1084 117 143
is_linear=0
shrinkage=0.0032998


Tree=4898
num_leaves=26
num_cat=0
split_feature=1 3 4 1 49 34 4 16 1 4 4 3 0 0 49 3 3 1446 0 475 16 16 3 13 1213
split_gain=29.126 5.36682 2.40746 1.5666 2.21783 1.14085 0.881295 0.748185 0.690833 0.673519 0.874202 0.866091 0.67634 0.394911 0.387181 0.361536 0.459928 0.354129 0.406699 0.353603 0.332454 0.704841 0.526106 0.254276 0.206442
threshold=0.10557500000000002 -0.036264999999999992 0.31392000000000003 0.090740000000000015 -0.042254999999999994 -0.023104999999999997 0.046185000000000004 0.022165000000000004 0.118385 -0.16236499999999995 -0.47860499999999995 0.085090000000000013 -0.085674999999999987 -0.11167499999999998 0.088165000000000007 -0.0063699999999999989 0.30863500000000005 0.083705000000000016 -0.097774999999999987 -0.085359999999999978 0.31625000000000009 -0.041434999999999993 -0.073159999999999989 -0.049464999999999988 0.084675000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 6 -5 -3 9 15 -2 10 -1 12 17 -8 -15 -7 -17 18 -11 -14 21 23 -23 -6 -21
right_child=1 5 -4 4 20 7 13 -9 -10 11 -12 -13 19 14 -16 16 -18 -19 -20 24 -22 22 -24 -25 -26
leaf_value=0.0021415775091282534 0.0020506027511318415 0.00062812481958822951 0.0011815502229342129 0.0014299926289713496 0.0019619640161136595 0.00076773200506620887 0.002121949240475558 0.0013951120829412283 0.0016129272833308264 0.0023977332289251171 0.0015928601890995847 0.0017500222085756825 0.0023763345795850314 0.0016210701478197461 0.0019576612142032869 0.0012293712270809341 0.00089451266944403751 0.0024641450176052671 0.0021747043293131019 0.0020766124556773446 0.0022346534435992772 0.0019892075406532264 0.0015235704574768304 0.0022271421631737272 0.0022476887014156784
leaf_weight=75 99 67 82 91 81 52 74 74 67 119 56 56 54 63 98 103 81 81 409 742 62 53 55 85 92
leaf_count=75 99 67 82 91 81 52 74 74 67 119 56 56 54 63 98 103 81 81 409 742 62 53 55 85 92
internal_value=0 0.00126806 0.0016453 0.00206986 0.0018883 0.0010198 0.00211024 0.00110434 0.00187416 0.00213684 0.00190728 0.00215618 0.00217135 0.00191946 0.00182617 0.00101302 0.00108215 0.0022569 0.00222504 0.00211264 0.00201232 0.00196188 0.0017524 0.00209796 0.00209553
internal_weight=0 625 248 2346 427 377 1919 310 166 1684 131 1553 1497 235 161 236 184 609 528 888 336 274 108 166 834
internal_count=2971 625 248 2346 427 377 1919 310 166 1684 131 1553 1497 235 161 236 184 609 528 888 336 274 108 166 834
is_linear=0
shrinkage=0.0032998


Tree=4899
num_leaves=25
num_cat=0
split_feature=4 475 1 15 43 4 4 150 4 12 15 3 12 12 4 4 131 43 475 1213 43 3 43 475
split_gain=0.758121 0.294096 0.283643 0.351637 0.480445 0.448901 1.40656 0.415634 0.695937 0.261303 0.302189 0.219914 0.218557 0.212521 0.229742 0.20496 0.199054 0.173802 0.150661 0.208979 0.229942 0.171504 0.145871 0.0933057
threshold=0.31392000000000003 0.036560000000000002 0.080320000000000016 0.085550000000000015 -0.040494999999999996 -0.17568999999999999 -0.074729999999999977 0.077110000000000012 -0.00045499999999999995 -0.020034999999999994 -0.43091499999999999 -0.082914999999999975 1.0000000180025095e-35 -0.063029999999999989 -0.22295999999999996 0.51395000000000002 0.078355000000000022 0.0052850000000000006 -0.086169999999999983 0.062550000000000008 0.0085250000000000031 -0.12711499999999995 -0.0005399999999999999 -0.072944999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 5 16 23 -7 11 -9 15 -11 -8 -12 -1 -15 -2 -5 22 -16 21 -21 -20 -6 -4
right_child=9 -3 3 4 17 6 7 8 -10 10 12 -13 -14 14 18 -17 -18 -19 19 20 -22 -23 -24 -25
leaf_value=0.023146394826059579 0.014584171329775011 0.022076633532250079 0.011124867223478534 -6.0821761539108682e-05 0.017488559316962266 -0.019071059564831173 0.020747697419281712 0.0097818283246849779 -0.011700703838922962 0.0078547535491175317 0.0006147773844024715 0.0095701146723813635 -0.014710739230164383 0.0028157100579133134 0.020976428727848734 0.0017587732107099728 0.012560431210521927 0.013061076639452716 0.020563027681827325 0.021526534204947285 0.0083175531521035208 0.011354169137218215 0.02930214006621196 0.020589435497450584
leaf_weight=57 73 78 53 70 63 60 61 112 69 62 53 283 52 65 66 69 71 82 61 137 52 1094 58 70
leaf_count=57 73 78 53 70 63 60 61 112 69 62 53 283 52 65 66 69 71 82 61 137 52 1094 58 70
internal_value=0 0.0118701 0.0115613 0.00942739 0.0138472 0.00727737 0.00532975 0.00812184 0.00158243 0.0030557 -0.00144783 0.0115574 -0.00695789 0.0130255 0.0126332 0.00836476 0.00628182 0.0190931 0.0130845 0.0126956 0.0179018 0.0118421 0.0231661 0.0165258
internal_weight=0 2662 2584 1052 344 708 585 525 181 309 167 344 105 1532 1475 142 141 203 1410 1344 189 1155 121 123
internal_count=2971 2662 2584 1052 344 708 585 525 181 309 167 344 105 1532 1475 142 141 203 1410 1344 189 1155 121 123
is_linear=0
shrinkage=0.16829


Tree=4900
num_leaves=30
num_cat=0
split_feature=1 3 2 52 1 14 3 15 49 2 156 15 1 3 124 42 3 3 49 43 13 52 1447 1 2 43 2 2 15
split_gain=19.9336 4.77051 2.3343 1.46072 1.17948 1.0759 1.23323 1.02376 1.64166 0.89598 0.807094 0.734442 0.639905 0.612106 0.868309 0.548235 0.530225 0.528437 0.379384 0.356192 0.318112 0.312286 0.297614 0.281137 0.74039 0.250806 0.243854 0.192789 0.177587
threshold=0.10398500000000001 -0.051469999999999995 0.092250000000000013 0.12432000000000001 0.14602500000000004 0.056865000000000006 -0.12077499999999998 0.039965000000000007 -0.013914999999999999 0.11504500000000002 0.094600000000000017 -0.0070899999999999991 0.087225000000000011 0.040040000000000006 -0.082654999999999992 0.109255 -0.051469999999999995 -0.080654999999999991 0.114915 -0.079109999999999986 -0.052124999999999998 -0.22118499999999996 -0.086059999999999984 0.076160000000000019 0.083855000000000013 -0.041739999999999992 0.10362500000000001 0.11382000000000002 0.10028500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 5 4 13 6 -1 8 -4 21 11 17 22 14 -3 26 19 -10 -19 -14 -21 -2 -8 24 -24 -23 28 -15 -9
right_child=1 3 7 -5 -6 -7 12 15 10 -11 -12 -13 16 27 -16 -17 -18 18 -20 20 -22 25 23 -25 -26 -27 -28 -29 -30
leaf_value=0.00098328956585612285 0.0014296103483675284 0.00070214509477044425 0.00067345321947541751 0.00097935301837539157 2.9312072672677815e-05 0.0018649581840512821 0.0017436900543827134 0.0015752052516619791 0.00145682848368272 0.00079550613965311337 0.0015795737362949605 0.00088200263097654359 0.0015829376067135769 0.0008432148028155662 0.00018694037477741616 0.0011220473105169489 0.0011258792110573537 0.0012389453792203957 0.0009268560787220522 0.001254767486599335 0.0015175093323613025 0.0012932657835347298 0.0011352130128034653 0.0016622086139712548 0.0015045380241241542 0.00096909797509890476 0.0016989796306620133 0.0005929902022947679 0.00131550621954524
leaf_weight=61 63 58 67 67 61 70 58 53 91 69 62 77 100 54 93 52 88 162 59 152 78 54 65 102 758 53 54 94 70
leaf_count=61 63 58 67 67 61 70 58 53 91 69 62 77 100 54 93 52 88 162 59 152 78 54 65 102 758 53 54 94 70
internal_value=0 0.000740631 0.00138972 0.000531535 0.000448093 0.00146359 0.00144434 0.00123817 0.00115658 0.00111406 0.00122828 0.0011722 0.00146439 0.000533412 0.000385067 0.00142257 0.00135542 0.0012437 0.00115579 0.00141653 0.00134402 0.00124314 0.0015107 0.00149605 0.00147541 0.00113303 0.00151066 0.000684526 0.0014277
internal_weight=0 666 2279 427 360 1532 1462 747 518 239 451 389 1401 299 151 229 418 312 221 330 230 170 983 925 823 107 177 148 123
internal_count=2945 666 2279 427 360 1532 1462 747 518 239 451 389 1401 299 151 229 418 312 221 330 230 170 983 925 823 107 177 148 123
is_linear=0
shrinkage=0.0032998


Tree=4901
num_leaves=23
num_cat=0
split_feature=2 151 483 12 13 47 393 151 480 2 48 1212 403 1456 1456 401 12 480 475 16 16 13
split_gain=0.708868 0.309597 0.30719 0.282185 0.382415 0.276617 0.259321 0.249703 0.23671 0.242758 0.221937 0.254023 0.671567 0.309684 0.209397 0.230773 0.177245 0.176072 0.139869 0.224157 0.188049 0.164474
threshold=0.092250000000000013 0.063570000000000015 0.095955000000000013 -0.073629999999999987 -0.021089999999999994 0.11291500000000002 0.093575000000000019 -0.087699999999999986 -0.073629999999999987 0.086755000000000013 0.093225000000000016 0.041590000000000009 -0.088579999999999978 -0.011624999999999998 -0.070654999999999982 0.082755000000000009 -0.11319999999999998 0.086640000000000009 -0.0029899999999999996 -0.010504999999999999 -0.084064999999999987 -0.083354999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 16 7 8 -5 -1 10 11 13 -13 -10 -9 17 -2 -16 21 20 -20 -11
right_child=1 -3 -4 5 -6 -7 -8 14 9 18 -12 12 -14 -15 15 -17 -18 -19 19 -21 -22 -23
leaf_value=0.023428832793951179 0.014304777781225112 -0.0041424623853904656 0.0025106344304959959 -0.00086523276796434735 -0.010359275451489208 -0.0024124068343297461 0.023773947671233812 0.00057283124516638328 0.0016626042879999154 0.015123114393487359 0.00079847456326116555 -0.0082150586493103944 0.013636842919809078 0.013599837337969991 0.013006696381070684 0.0013188133486817821 0.0010440800388966448 0.0028682046710156359 0.012181775283883308 0.0063630127365262258 0.02171951557639298 0.026343949482318083
leaf_weight=57 52 63 81 57 52 55 63 55 67 93 58 63 108 808 639 60 64 53 141 91 102 63
leaf_count=57 52 63 81 57 52 55 63 55 67 93 58 63 108 808 639 60 64 53 141 91 102 63
internal_value=0 0.00730847 0.0126654 0.00797379 0.00161897 0.00913354 0.0131442 0.00987061 0.0127375 0.012354 0.0109649 0.0115269 0.00557564 0.0126878 0.0106311 0.0113644 0.00700402 0.0122328 0.0154803 0.0135199 0.0161927 0.0196661
internal_weight=0 1150 1795 1087 168 919 1714 864 1651 1594 1104 1046 171 875 807 752 116 692 490 334 243 156
internal_count=2945 1150 1795 1087 168 919 1714 864 1651 1594 1104 1046 171 875 807 752 116 692 490 334 243 156
is_linear=0
shrinkage=0.16829


Tree=4902
num_leaves=21
num_cat=0
split_feature=0 15 3 157 3 2 474 3 3 15 16 2 4 2 15 1213 4 51 160 474
split_gain=0.770258 0.34519 0.642473 0.444234 0.458996 0.485925 0.307443 0.401005 0.346662 0.235891 0.387112 0.273893 0.227795 0.277488 0.228735 0.288744 0.275273 0.186123 0.198628 0.0992008
threshold=0.14054500000000003 0.085915000000000019 -0.11372999999999998 -0.08205999999999998 -0.15041499999999997 0.10615500000000001 1.0000000180025095e-35 -0.064349999999999991 -0.11749 -0.38214499999999996 -0.42170999999999997 0.092385000000000009 -0.03463999999999999 0.10202000000000001 0.087325000000000014 -0.086844999999999992 -0.082274999999999987 -0.085594999999999991 -0.08292999999999999 0.10165500000000001
decision_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 17 5 -5 8 19 -6 10 -10 -11 13 14 -4 -16 -17 -1 -19 -8
right_child=-2 2 12 4 6 -7 7 -9 9 11 -12 -13 -14 -15 15 16 -18 18 -20 -21
leaf_value=0.022016763786961331 -0.0091660561107190872 0.029508197259608702 0.019138234387682682 -0.012068915861751711 0.02183955993459805 0.0074220948483075984 -0.010533140743119715 0.01040290615431015 0.010102571088468036 0.01096253437501171 -0.007120159646144153 0.0058654730689075719 0.00035165871586400878 0.021265532949385203 0.018126392809084502 0.00071349598754844165 0.010002629801272218 0.017553182224215643 0.0062007773125825737 -0.00015152239339621059
leaf_weight=71 66 56 77 70 55 75 53 80 77 758 71 496 55 76 90 120 371 86 90 52
leaf_count=71 66 56 77 70 55 75 53 80 77 758 71 496 55 76 90 120 371 86 90 52
internal_value=0 0.00920825 0.0120715 0.00801788 0.0070913 -0.00197497 0.007893 0.00141894 0.0087138 0.0081976 0.00182818 0.0089479 0.0108316 0.0116144 0.010497 0.00934865 0.00773603 0.0147143 0.0117582 -0.00540888
internal_weight=0 2879 845 2034 1787 145 1642 185 1457 1402 148 1254 789 734 658 581 491 247 176 105
internal_count=2945 2879 845 2034 1787 145 1642 185 1457 1402 148 1254 789 734 658 581 491 247 176 105
is_linear=0
shrinkage=0.16829


Tree=4903
num_leaves=25
num_cat=0
split_feature=4 2 3 3 3 2 3 42 2 49 0 3 14 0 0 48 51 4 51 15 0 1212 0 0
split_gain=27.9034 9.30639 3.74691 2.72093 2.20439 1.60221 1.29689 1.23386 1.18016 1.00273 0.939251 1.02539 0.728447 1.22229 0.685734 0.449538 0.552122 0.422846 0.579932 0.429562 0.392386 0.320977 0.343367 0.0713818
threshold=0.27420500000000009 0.13388500000000003 -0.039864999999999991 -0.0037099999999999998 0.11995000000000001 0.091290000000000024 -0.06656999999999999 -1.0000000180025095e-35 0.14870000000000003 -0.056179999999999987 -0.066574999999999981 -0.12711499999999995 -0.41992499999999994 -0.11167499999999998 -0.071879999999999986 0.089715000000000017 -0.033649999999999992 0.03851000000000001 -0.083919999999999981 0.094410000000000008 -0.090614999999999987 0.11309500000000001 -0.10114999999999998 -0.22163999999999998
decision_type=2 2 2 2 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 15 10 -2 -4 -3 -7 11 -1 -8 23 -9 16 -5 18 -11 -20 -19 22 -13 -14
right_child=6 8 3 4 -6 9 12 14 -10 17 -12 21 13 -15 -16 -17 -18 20 19 -21 -22 -23 -24 -25
leaf_value=0.0023346064148983968 0.0010756403251959857 0.0012020251519847406 0.0016016684318604121 0.0017551446879672816 0.0011950404939550293 0.0012838126935069423 0.0009696073443621043 0.0012374467883876539 0.00054267222398844618 0.0020707276232720157 0.0016123426099443545 0.0016862212875457026 0.00085648372922202142 0.00023323934897806565 0.00071729653956649519 0.0016193630263894275 0.0021469304813621312 0.0017788754611298447 0.001666510124991493 0.0018967421227359357 0.0013965817256618995 0.0016683902442562503 0.0019512623594336578 0.00067767217957635773
leaf_weight=72 97 57 55 71 65 52 52 60 62 79 98 58 52 85 52 52 92 60 231 149 60 52 1130 52
leaf_count=72 97 57 55 71 65 52 52 60 62 79 98 58 52 85 52 52 92 60 231 149 60 52 1130 52
internal_value=0 0.00176084 0.00180398 0.0015299 0.00172901 0.00186398 0.000752956 0.00119586 0.000858793 0.00172524 0.00192605 0.00194945 0.000622932 0.000527365 0.000996263 0.00189028 0.00197649 0.00176483 0.00181097 0.00175688 0.00158802 0.00192706 0.00193835 0.000767417
internal_weight=0 2607 2488 447 280 2041 338 167 119 631 1410 1312 241 189 112 215 163 579 459 380 120 1240 1188 104
internal_count=2945 2607 2488 447 280 2041 338 167 119 631 1410 1312 241 189 112 215 163 579 459 380 120 1240 1188 104
is_linear=0
shrinkage=0.0032998


Tree=4904
num_leaves=23
num_cat=0
split_feature=1 2 52 52 160 12 2 160 1375 40 0 13 151 1 48 0 4 16 51 2 16 2
split_gain=0.583942 0.349923 0.304694 0.316645 0.378878 0.35847 0.59536 0.323271 0.234524 0.266384 0.359613 0.464372 0.289489 0.28974 0.204889 0.202858 0.278936 0.440047 0.181552 0.176696 0.116498 0.153593
threshold=0.12500000000000003 0.092250000000000013 0.50569000000000008 -0.41694999999999993 0.091410000000000005 0.089005000000000015 0.10202000000000001 -0.077584999999999987 -0.094489999999999991 -0.0020749999999999996 -0.066574999999999981 -0.026489999999999996 -0.086439999999999989 0.099440000000000014 0.091095000000000023 -0.0033699999999999993 0.078235000000000013 -0.40430999999999989 -0.16980499999999998 0.10697500000000001 -0.0046349999999999994 0.10498
decision_type=2 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 18 5 6 -5 -8 -1 -10 12 -12 -11 14 -14 16 -2 -18 -3 -20 21 -7
right_child=15 2 -4 4 -6 20 7 -9 9 10 11 -13 13 -15 -16 -17 17 -19 19 -21 -22 -23
leaf_value=0.021912902694494776 -0.0057690016028129586 0.019292655792263684 0.017473729572526301 -0.013220297751562216 0.014478077644270188 0.0055341047777619553 0.014571312398981314 -0.000133003234594783 0.019168957519184127 0.0012025299117837385 0.012417839812082786 -0.0081733923534545207 0.010132293890142099 0.020599299168195803 0.020958099423244413 -0.008416048512131763 -2.2325262640015778e-05 0.018796538216131194 0.014216198761582048 0.0009921507827976505 0.0018046309839558157 0.014579272655140633
leaf_weight=52 66 66 70 84 92 142 55 183 93 87 57 68 1198 88 52 52 89 58 63 53 91 86
leaf_count=52 66 66 70 84 92 142 55 183 93 87 57 68 1198 88 52 52 89 58 63 53 91 86
internal_value=0 0.00928678 0.00675929 0.00593765 0.00437386 0.00292084 -0.00103547 0.0032575 0.0107545 0.0104002 0.00987296 0.00120184 0.0106323 0.0112441 0.0105841 0.000997864 0.00330453 0.00739058 0.0122259 0.00818967 0.00691998 0.00895376
internal_weight=0 2680 985 915 733 641 322 238 1695 1643 1550 125 1425 1338 1250 265 213 147 182 116 319 228
internal_count=2945 2680 985 915 733 641 322 238 1695 1643 1550 125 1425 1338 1250 265 213 147 182 116 319 228
is_linear=0
shrinkage=0.16829


Tree=4905
num_leaves=13
num_cat=0
split_feature=3 1453 9 13 4 3 3 4 51 12 1 1
split_gain=0.627052 0.521034 0.353784 0.264144 0.250277 0.302608 0.302836 0.26439 0.375608 0.256135 0.154807 0.147216
threshold=0.31351000000000001 -0.077554999999999985 0.091655000000000014 -0.49410499999999996 0.31392000000000003 0.12955000000000003 0.10402500000000002 -0.0062699999999999987 -0.13690499999999997 0.090745000000000006 0.11206000000000001 0.13130500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 5 6 7 8 -3 -9 -6 -12
right_child=3 2 -4 -5 10 -7 -8 9 -10 -11 11 -13
leaf_value=0.020714402064096978 0.0031792037607382964 0.015780216152477614 0.02124148106619966 -0.013523547111557479 -0.0048637798637054036 0.018786404518513978 -0.0052987917988504265 0.012982513236937871 0.0057977032905928427 0.0064192111662199859 0.0091998073444844071 -0.0011540006622184646
leaf_weight=87 53 115 52 54 68 68 52 428 1535 280 90 68
leaf_count=87 53 115 52 54 68 68 52 428 1535 280 90 68
internal_value=0 0.00787995 0.00747415 -0.00523343 0.00720873 0.00769791 0.00738429 0.00766475 0.00649454 0.0103894 0.00183708 0.00473237
internal_weight=0 2843 2756 107 2704 2478 2410 2358 1650 708 226 158
internal_count=2950 2843 2756 107 2704 2478 2410 2358 1650 708 226 158
is_linear=0
shrinkage=0.16829


Tree=4906
num_leaves=17
num_cat=0
split_feature=3 147 4 151 160 158 403 483 1375 403 4 52 16 160 52 402
split_gain=0.451514 0.403563 0.364633 0.310591 0.290121 0.338129 0.265266 0.199783 0.167049 0.177024 0.106723 0.106133 0.113302 0.101385 0.12308 0.0805634
threshold=0.3148450000000001 0.089955000000000021 0.028075000000000006 0.067425000000000013 0.11215500000000002 0.078875000000000015 -0.15797999999999998 -0.14014999999999997 -0.094489999999999991 -0.10012499999999998 0.27020000000000005 0.08321000000000002 -0.076589999999999978 1.0000000180025095e-35 -0.0014699999999999997 -0.12597999999999998
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 11 -6 -8 -10 13 12 -1 14 -7 -13
right_child=-2 2 -4 -5 7 10 8 -9 9 -11 -12 15 -14 -15 -16 -17
leaf_value=-0.0079746426571471029 -0.0052449908507286262 0.0063950543595163419 -0.013336634724504628 0.016056159151285308 0.0058136403899715456 0.0074733369984431482 0.016326157864438671 -0.0066914922813535735 0.015450764627987789 0.0064299744221555395 0.0066907866083048889 -3.5565939472064538e-06 0.0022338706375951492 0.021059976902576695 0.017672952998292021 0.0088545679996181563
leaf_weight=56 95 52 54 102 69 71 53 76 64 1894 61 54 68 54 65 62
leaf_count=56 95 52 54 102 69 71 53 76 64 1894 61 54 68 54 65 62
internal_value=0 0.00653822 -0.00363999 0.00693133 0.00657904 0.00700325 0.00634838 -0.000728384 0.00697966 0.00672575 0.012869 0.00105132 -0.00236194 0.0148431 0.0123614 0.00471547
internal_weight=0 2855 106 2749 2647 2502 2251 145 2011 1958 251 240 124 190 136 116
internal_count=2950 2855 106 2749 2647 2502 2251 145 2011 1958 251 240 124 190 136 116
is_linear=0
shrinkage=0.16829


Tree=4907
num_leaves=13
num_cat=0
split_feature=14 31 147 9 3 51 16 1374 132 52 3 3
split_gain=0.338228 0.358668 0.254299 0.475993 0.456688 0.361125 0.329628 0.321926 0.228045 0.249883 0.193995 0.181343
threshold=-0.2523999999999999 -0.017869999999999997 0.089955000000000021 0.087000000000000008 -0.00083499999999999991 0.10271500000000001 -0.5020199999999998 0.085820000000000021 -0.10593999999999999 0.51348500000000008 -0.0005399999999999999 0.10514500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 -6 8 -3 -10 -4 -8
right_child=1 2 10 -5 5 -7 11 -9 9 -11 -12 -13
leaf_value=-0.0047460228503270101 -0.0061811628508924238 0.01257209976471472 0.0051469984152030914 0.020100360047217127 0.001995110281929923 -2.9660908445747373e-05 0.012748557760622234 0.01766503267129086 0.0037572992689564556 0.013245281911178446 -0.0089870215594176558 0.022225227645607571
leaf_weight=95 73 95 53 67 56 66 153 54 2006 82 57 93
leaf_count=95 73 95 53 67 56 66 153 54 2006 82 57 93
internal_value=0 0.00545141 0.0057573 0.00608393 0.00572274 0.0112202 0.0136848 0.00481757 0.00449895 0.00413077 -0.00216066 0.0163385
internal_weight=0 2855 2782 2672 2605 368 302 2237 2183 2088 110 246
internal_count=2950 2855 2782 2672 2605 368 302 2237 2183 2088 110 246
is_linear=0
shrinkage=0.16829


Tree=4908
num_leaves=18
num_cat=0
split_feature=1453 3 1447 2 15 48 3 151 15 159 129 11 43 42 2 48 16
split_gain=0.350582 0.306122 0.230474 0.311726 0.214579 0.199681 0.289045 0.287873 0.245739 0.289107 0.194186 0.223981 0.222029 0.160075 0.130634 0.184122 0.120323
threshold=-0.077554999999999985 0.28833000000000003 -0.080344999999999986 0.084275000000000003 -1.0000000180025095e-35 0.085265000000000021 -0.10690999999999999 -0.14525499999999997 -0.42075999999999997 0.087060000000000012 0.088750000000000009 0.089965000000000003 -0.049999999999999996 -1.0000000180025095e-35 0.11771500000000001 0.10184000000000001 -0.11227499999999999
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 7 -7 -4 9 -9 11 -10 -12 -8 15 -15 -3
right_child=1 16 5 4 -6 6 13 8 10 -11 12 -13 -14 14 -16 -17 -18
leaf_value=0.014792556926156003 -0.011953078114799285 0.0012791340066492427 0.014629280175511692 -0.0044178938768075268 0.0099017539852168553 0.019108087103596124 0.013169160590335892 -0.012725512455427751 0.0042617786781161899 0.0039589906098724112 -0.00964793399189319 0.015487822032482673 0.0036525156599226281 0.0063361631782894272 0.011202583758394358 -0.0029033853565860763 -0.0092413048521873525
leaf_weight=87 56 58 70 55 64 57 78 55 1711 63 60 52 87 167 69 96 65
leaf_count=87 56 58 70 55 64 57 78 55 1711 63 60 52 87 167 69 96 65
internal_value=0 0.00394011 0.00430913 -0.00159225 0.00326833 0.00471246 0.00786369 0.00401016 0.00364274 -0.00380246 0.00410364 0.00459391 -0.00176402 0.00629606 0.00467588 0.00295672 -0.00426584
internal_weight=0 2863 2740 175 119 2565 467 2098 2028 118 1910 1763 147 410 332 263 123
internal_count=2950 2863 2740 175 119 2565 467 2098 2028 118 1910 1763 147 410 332 263 123
is_linear=0
shrinkage=0.16829


Tree=4909
num_leaves=28
num_cat=0
split_feature=1 12 2 0 4 1 4 2 51 484 47 0 1 2 0 12 11 12 39 4 1452 1212 2 42 1 0 47
split_gain=18.7975 5.87789 3.83475 1.78306 1.63775 1.23295 0.967936 0.784919 0.56602 0.515538 0.620224 0.480334 0.442354 1.61528 0.57115 0.435706 0.39236 0.387399 0.336006 0.293366 0.292433 0.191365 0.170711 0.148441 0.193801 0.10985 0.0678507
threshold=0.10075500000000003 0.085075000000000026 0.11504500000000002 -0.061204999999999989 -0.15366499999999997 0.11378500000000001 0.24099500000000004 0.14808000000000002 -0.097124999999999989 0.084950000000000012 0.10070000000000003 -0.16926499999999997 0.085550000000000015 0.08622500000000001 -0.14043999999999998 0.090535000000000018 0.08326500000000002 0.091625000000000012 0.08481000000000001 -0.039279999999999995 0.080100000000000018 0.088495000000000018 0.083885000000000015 -0.0088299999999999993 0.094090000000000021 -0.06952499999999999 0.089730000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 6 -2 16 12 9 -5 10 11 -6 14 19 -1 20 -3 -10 -13 23 22 25 -16 -14 -25 -17 -21
right_child=1 2 -4 8 7 -7 -8 -9 17 -11 -12 18 13 -15 15 21 -18 -19 -20 26 -22 -23 -24 24 -26 -27 -28
leaf_value=0.001601023625728146 0.00098420021621360579 0.0012656274107936368 0.00030861932412405398 0.0012463763037726284 0.00057582833664319641 0.00095995830440036311 0.00093909264826358223 2.575943624864922e-05 0.0010628480110109069 0.00072100938577459423 0.00069298839929360313 5.5045900716099517e-05 0.0013712900962017723 0.00079195980563258859 0.0015182250942775315 0.0012366489687689144 0.0016413444082570949 0.00075518092530169056 0.00033826898535234797 0.0015083510053871686 0.0011312017010955647 0.0014124577593944694 0.0013677709049198157 0.0011094563305164215 0.0013580136411945525 0.0010690164178218634 0.0013460614181409628
leaf_weight=90 52 61 62 77 53 98 78 64 89 54 53 79 74 78 98 327 63 92 109 78 54 64 732 112 52 53 54
leaf_count=90 52 61 62 77 53 98 78 64 89 54 53 79 74 78 98 327 63 92 109 78 54 64 732 112 52 53 54
internal_value=0 0.000660962 0.00103494 0.00126654 0.000431983 0.00123763 0.00130081 0.0003622 0.00100818 0.000423973 0.000369296 0.000297964 0.00131591 0.00122464 0.00134473 0.00132733 0.0014568 0.000906659 0.000219442 0.00131576 0.00137008 0.00124214 0.00138558 0.00124547 0.00118848 0.00121336 0.00144223
internal_weight=0 748 284 2202 464 222 1944 412 258 348 294 241 1866 448 1418 1328 124 181 188 370 884 444 830 238 164 380 132
internal_count=2950 748 284 2202 464 222 1944 412 258 348 294 241 1866 448 1418 1328 124 181 188 370 884 444 830 238 164 380 132
is_linear=0
shrinkage=0.0032998


Tree=4910
num_leaves=20
num_cat=0
split_feature=9 43 12 0 12 457 13 4 2 42 1 12 157 13 39 13 13 42 4
split_gain=0.526944 0.435125 0.819233 0.567164 0.463526 0.508787 0.783839 0.334798 0.295087 0.307157 0.272625 0.226854 0.486345 0.2365 0.219263 0.200864 0.195208 0.127198 0.0960119
threshold=0.083710000000000021 -0.16130499999999998 -0.16423499999999996 -0.050704999999999993 -1.0000000180025095e-35 0.048350000000000011 -0.009244999999999998 -0.49269499999999994 0.11366500000000002 0.095935000000000006 0.088470000000000007 0.083815000000000014 -0.019454999999999997 0.066150000000000014 0.095830000000000012 -0.084674999999999986 0.0014600000000000001 -0.027559999999999998 -0.085189999999999974
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 17 5 6 14 10 11 16 -6 12 -9 -13 15 -4 -10 18 -1
right_child=-2 2 4 -5 7 -7 -8 8 9 -11 -12 13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00084122167321887872 -0.007978364897736831 0.025573064299400747 -0.0021883429247761873 -0.016821195503226194 0.023019992128235859 0.012938359321164512 -0.023498882696925096 -0.0024936858814662106 0.00020046845205566851 0.010645925360470954 0.0061297110900542968 0.0044658219008076195 0.013685373700195191 0.014036489551296456 -0.0089228257890995779 0.011681309533639319 -0.010685393494783306 -0.0035323390808635765 0.011108226981485435
leaf_weight=52 100 54 65 59 54 53 52 68 171 61 55 1533 230 77 53 54 64 64 52
leaf_count=52 100 54 65 59 54 53 52 68 171 61 55 1533 230 77 53 54 64 64 52
internal_value=0 0.00444285 0.00505014 -0.0026227 0.00462156 -0.00187931 -0.0053933 0.00540086 0.00494936 0 0.0145139 0.00571634 0.00998748 0.00492467 7.00319e-05 0.00409035 -0.00275655 0.00235299 0.005992
internal_weight=0 2871 2644 227 2590 277 224 2313 2204 296 109 1908 298 1610 172 119 235 168 104
internal_count=2971 2871 2644 227 2590 277 224 2313 2204 296 109 1908 298 1610 172 119 235 168 104
is_linear=0
shrinkage=0.16829


Tree=4911
num_leaves=29
num_cat=0
split_feature=1 1 3 34 11 16 3 481 52 15 3 3 15 1 3 3 3 1213 403 50 1 1 16 50 400 1213 3 16
split_gain=18.3345 2.83878 2.57984 1.3689 0.938493 0.798965 0.669345 0.628272 0.620959 0.620713 0.603771 0.551881 1.44067 0.515955 0.39644 0.4705 0.271788 0.263792 0.627057 0.256581 0.356296 0.40463 0.337659 0.292075 0.224224 0.222511 0.173906 0.119713
threshold=0.11617500000000001 0.095435000000000006 -0.031895 -0.016844999999999995 0.082245000000000013 -0.39761999999999992 -0.063264999999999988 -0.08211499999999998 -0.065394999999999995 -0.083029999999999979 -0.085784999999999986 -0.12711499999999995 0.039965000000000007 0.13612500000000002 -0.0082999999999999984 0.11745500000000002 -0.076514999999999986 -0.012604999999999998 -0.090449999999999989 0.081580000000000014 0.086590000000000014 0.079440000000000024 -0.024304999999999997 0.10932500000000002 -1.0000000180025095e-35 -0.41941499999999993 -0.080694999999999975 -0.088604999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -2 9 13 -7 10 -8 -3 -1 12 -9 -5 -4 -16 -11 18 -13 20 21 -19 -22 26 -20 -26 -21 -25
right_child=3 2 14 5 -6 6 8 11 -10 16 -12 17 -14 -15 15 -17 -18 19 24 23 22 -23 -24 27 25 -27 -28 -29
leaf_value=0.0017726543067613503 1.1282141932065044e-05 0.00081195299216807568 0.00051944315281212338 0.0005852412281551917 0.0015531196463728478 0.00093775426294449632 0.00030631309042941998 0.00079536668379608804 0.0007300356431867406 0.0010777323536885813 0.0013280274047369051 0.0017090733080415419 0.0014765456089059236 0.0001625817177265242 0.00098580153624612012 0.00061093790607650374 0.0014152676622166411 0.0012578630361344077 0.0015107020391352892 0.0013781119379019234 0.00090876258027186249 0.0015279306098282834 0.0012212874499169973 0.0013816787425617238 0.0014455399398275834 0.0012179144092559924 0.0016161864756632548 0.0011753306490298039
leaf_weight=57 55 54 62 59 74 77 63 82 95 53 83 53 58 68 91 62 54 933 56 98 60 66 107 52 65 191 55 88
leaf_count=57 55 54 62 59 74 77 63 82 95 53 83 53 58 68 91 62 54 933 56 98 60 66 107 52 65 191 55 88
internal_value=0 0.0012434 0.00100516 0.000496978 0.00124437 0.000570674 0.000684803 0.00129433 0.000561306 0.00110224 0.00150931 0.00127899 0.00107782 0.000359213 0.000743544 0.000834126 0.00124841 0.00129441 0.00137498 0.00127423 0.00125192 0.00127574 0.00110921 0.00136289 0.00131811 0.00127585 0.00146392 0.00125223
internal_weight=0 2554 450 417 235 362 235 2104 158 161 140 1964 140 127 215 153 107 1824 365 1459 1166 999 167 293 312 256 153 140
internal_count=2971 2554 450 417 235 362 235 2104 158 161 140 1964 140 127 215 153 107 1824 365 1459 1166 999 167 293 312 256 153 140
is_linear=0
shrinkage=0.0032998


Tree=4912
num_leaves=23
num_cat=0
split_feature=15 12 12 150 150 49 15 15 0 16 43 12 156 12 474 1429 151 0 0 130 42 0
split_gain=9.20922 4.17919 2.77912 1.57373 2.01209 1.017 1.01163 0.948076 0.895817 1.31555 0.716081 0.706741 0.5276 0.869025 0.640777 0.540944 0.344399 0.331954 0.356637 0.290628 0.240697 0.224229
threshold=-0.26361999999999991 0.078120000000000009 0.14472000000000004 1.0000000180025095e-35 -0.07009 -0.065999999999999989 -0.025879999999999997 -0.044884999999999994 -0.087984999999999994 0.11160500000000002 -0.041049999999999996 -0.042789999999999988 0.087205000000000019 0.083815000000000014 0.084655000000000022 0.083925000000000013 -0.088054999999999981 -0.10594499999999998 -0.09633499999999999 -0.0087099999999999973 0.0069650000000000016 -0.15445999999999996
decision_type=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 6 4 -2 10 7 16 21 -10 -5 20 13 -8 -14 19 -3 -18 -19 -15 -1 -6
right_child=1 2 -4 5 8 -7 12 -9 9 -11 -12 -13 14 15 -16 -17 17 18 -20 -21 -22 -23
leaf_value=0.0003924932624330403 0.00074594994234022526 0.0012167117992285877 0.00077047613952828181 0.00084895639068241838 0.0017111994052750688 0.00060668437525275673 0.0018899072935948595 0.00098279211038356917 0.0009359163601503637 0.0014961651843395712 0.0013452783750123683 0.00093111180184373083 0.0015543775083011577 0.0016737394624338905 0.0010703971331650396 0.001873272575088574 0.0016667370110094522 0.0011740287783448395 0.001462805589390074 0.0015147698998868233 0.0006852562318458139 0.0014596256996624176
leaf_weight=54 63 70 58 62 69 69 92 54 88 96 66 102 72 151 52 56 79 53 485 910 73 97
leaf_count=54 63 70 58 62 69 69 92 54 88 96 66 102 72 151 52 56 79 53 485 910 73 97
internal_value=0 0.00141517 0.00148415 0.00117406 0.00129004 0.000930738 0.00150409 0.00140585 0.00138787 0.00122841 0.00110515 0.000726036 0.00155867 0.00157986 0.0013517 0.0015543 0.00143906 0.00146423 0.00143442 0.00153743 0.000561052 0.00156441
internal_weight=0 2742 2132 610 413 197 2074 741 350 184 128 229 1333 1209 124 1117 687 617 538 1061 127 166
internal_count=2971 2742 2132 610 413 197 2074 741 350 184 128 229 1333 1209 124 1117 687 617 538 1061 127 166
is_linear=0
shrinkage=0.0032998


Tree=4913
num_leaves=27
num_cat=0
split_feature=12 12 15 48 43 12 15 11 43 15 16 41 12 49 12 47 43 49 15 157 12 15 15 15 1212 52
split_gain=20.5827 7.64944 5.1752 1.63478 1.87856 1.46959 1.15717 1.43097 1.15599 1.12867 1.81702 1.03406 0.760023 0.747581 0.434388 0.431322 0.400306 0.378358 0.348672 0.364759 0.363031 0.306274 0.296306 0.195402 0.17303 0.114182
threshold=0.056995000000000011 0.14472000000000004 -0.26361999999999991 0.093225000000000016 -0.065749999999999989 0.09091500000000001 -0.21242999999999998 0.080455000000000013 -0.13800999999999999 -0.015539999999999998 0.16094000000000003 0.075585000000000013 -0.038859999999999992 -0.013049999999999997 0.091735000000000025 0.085165000000000018 0.061900000000000004 -0.019034999999999996 -0.016434999999999995 -0.079594999999999985 0.083815000000000014 -0.10114499999999998 -0.079149999999999984 -0.45775499999999997 0.090175000000000019 -0.06717999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 12 4 8 11 -7 13 -4 21 -11 16 23 -8 -15 -16 18 -5 19 -2 -20 -6 -21 -1 -22 -23
right_child=1 -3 3 17 9 6 7 -9 -10 10 -12 -13 -14 14 15 -17 -18 -19 20 22 24 25 -24 -25 -26 -27
leaf_value=0.00047992820283027635 0.0018281901902989009 0.00049721988492287415 0.0013369227241188998 0.0006080936928569698 0.0017684047115853327 0.0010762434900723652 0.0011567609186839724 0.0019945188099368795 0.00072979079599969272 0.00088096957914381917 0.0016396048979349653 0.002121362735434314 0.00083413833864259975 0.0013246511195677106 0.001625991395273058 0.001399210852397957 0.001500813637627217 0.00096275440124340723 0.0019889151651518791 0.0016372104375747419 0.0017613994177303541 0.001350040720611497 0.001368611575547852 0.00021847905427011858 0.001567689118104159 0.001575496808246771
leaf_weight=80 85 65 52 53 58 53 53 83 101 90 56 69 57 76 593 111 100 89 75 202 492 52 60 52 60 54
leaf_count=80 85 65 52 53 58 53 53 83 101 90 56 69 57 76 593 111 100 89 75 202 492 52 60 52 60 54
internal_value=0 0.00161297 0.00099217 0.00114112 0.00123627 0.00164729 0.00155239 0.00157991 0.000936367 0.00138417 0.00117219 0.00172771 0.000515193 0.00153855 0.00156445 0.00159028 0.00170238 0.000830629 0.00172304 0.00163775 0.00177019 0.00157266 0.00157583 0.0003772 0.00174041 0.00146523
internal_weight=0 2177 794 605 463 2112 969 916 153 310 146 1143 189 833 780 704 1074 142 974 347 627 164 262 132 552 106
internal_count=2971 2177 794 605 463 2112 969 916 153 310 146 1143 189 833 780 704 1074 142 974 347 627 164 262 132 552 106
is_linear=0
shrinkage=0.0032998


Tree=4914
num_leaves=26
num_cat=0
split_feature=1 34 12 13 159 15 4 4 11 1 3 52 13 403 12 1186 482 475 156 12 15 133 133 15 1
split_gain=0.570633 0.37013 0.893666 0.361043 0.267745 0.329123 0.293386 0.588726 0.412651 0.36644 0.277534 0.256735 0.250344 0.206924 0.275754 0.201604 0.220654 0.313945 0.200969 0.184919 0.11285 0.112785 0.131006 0.0582417 0.0511104
threshold=0.11561500000000001 -0.010739999999999998 -0.087384999999999977 -0.071564999999999976 -0.016814999999999997 -0.035654999999999992 -0.10701499999999999 -0.17006499999999999 0.077330000000000024 0.078320000000000015 -0.085744999999999988 0.23878000000000002 0.10621000000000001 -0.090449999999999989 0.086260000000000017 0.062030000000000009 0.073800000000000018 -0.085684999999999997 0.090995000000000006 0.09227500000000001 0.11701500000000002 0.50599500000000008 0.28072000000000003 -0.071844999999999978 0.12700000000000003
decision_type=2 2 2 2 2 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 24 5 19 7 9 13 -6 -7 -12 23 14 -8 16 17 -15 -11 -1 -13 22 -16 -5 -4
right_child=1 2 3 12 6 10 8 -9 -10 18 11 20 -14 15 21 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.010154609073288997 -0.012055018042679066 0.018135845833210401 -0.0052583518464233321 0.0041270520845767059 -0.004162200343141801 0.024252178615196188 0.021839338916894845 -0.011293370942992417 0.021829838560820009 0.018971315899064024 0.0018109627917305457 0.021820230748741145 -0.0057595907492147677 0.019621186975277333 0.010617241893139954 -0.0027147032311691747 -0.0017915482876537611 0.006511371946871773 0.0051382479922931377 -0.0012553939235069875 0.010839542620892123 0.014911087978001917 0.0016796163926131842 0.011744998131381783 -0.01252077091972143
leaf_weight=102 56 82 52 65 61 71 54 75 54 58 52 53 61 54 101 70 85 1322 62 66 55 60 87 52 61
leaf_count=102 56 82 52 65 61 71 54 75 54 58 52 53 61 54 101 70 85 1322 62 66 55 60 87 52 61
internal_value=0 0.0006968 0.0026161 -0.00175099 0.00733696 0.0113459 0.0065897 0.00123521 0.00731517 0.00643654 0.0154723 0.0115651 0.0029644 0.00688659 0.01092 0.00608979 0.00651287 0.00702716 0.0118392 0.00566141 0.0162448 0.00853519 0.00649077 0.00752816 -0.00919467
internal_weight=0 429 373 291 2542 399 2143 256 1887 181 231 160 178 1833 302 1531 1461 1376 120 168 108 248 188 117 113
internal_count=2971 429 373 291 2542 399 2143 256 1887 181 231 160 178 1833 302 1531 1461 1376 120 168 108 248 188 117 113
is_linear=0
shrinkage=0.16829


Tree=4915
num_leaves=11
num_cat=0
split_feature=2 48 48 151 1443 1453 1 13 2 1
split_gain=0.913394 0.407973 0.322758 0.281215 0.456191 0.370633 0.383806 0.364273 0.244218 0.0872228
threshold=0.30739000000000005 0.12036500000000001 0.10971000000000002 0.084725000000000009 1.0000000180025095e-35 -0.078444999999999987 0.091395000000000018 -0.085684999999999997 0.082165000000000016 0.11779500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 -7 -3
right_child=-2 9 -4 -5 -6 6 7 -9 -10 -11
leaf_value=-0.0079447422990554482 -0.016553854396650698 -0.0088933915704955593 0.019358921071682338 0.014719282985336583 -0.0079538105640853188 0.012609491896281275 -0.003701183161320413 0.0051853953690321345 0.0069569224016552437 0.0006440819483360783
leaf_weight=52 52 55 53 103 67 255 166 610 1472 53
leaf_count=52 52 55 53 103 67 255 166 610 1472 53
internal_value=0 0.00594164 0.00633642 0.00608248 0.00574252 0.00610238 0.00639493 0.00328209 0.00779259 -0.00419633
internal_weight=0 2886 2778 2725 2622 2555 2503 776 1727 108
internal_count=2938 2886 2778 2725 2622 2555 2503 776 1727 108
is_linear=0
shrinkage=0.16829


Tree=4916
num_leaves=28
num_cat=0
split_feature=1 3 1 4 12 12 4 13 4 151 3 4 13 0 4 3 12 4 0 4 12 4 133 12 4 15 4
split_gain=8.79322 2.66014 1.3361 2.1903 1.63128 1.21594 1.49873 1.06702 0.700972 0.629335 0.614216 0.708178 0.400804 0.427413 0.399598 0.493437 0.392676 0.318244 0.303891 0.302613 0.258399 0.207095 0.196933 0.18972 0.178314 0.147624 0.0332132
threshold=0.10921500000000002 0.3148450000000001 0.091395000000000018 -0.17006499999999999 0.085845000000000019 -0.060304999999999991 0.41939500000000002 -0.010129999999999998 0.049545000000000006 -0.065174999999999983 -0.078884999999999997 0.049545000000000006 -0.09219999999999999 0.035525000000000008 -0.085189999999999974 0.081495000000000012 0.085785000000000014 -1.0000000180025095e-35 -0.095724999999999991 -0.081244999999999998 0.094730000000000023 0.41696500000000003 -0.08799499999999999 0.097060000000000021 0.078235000000000013 0.084735000000000019 -0.062804999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 8 -4 7 21 9 -5 12 -7 -11 -12 19 14 16 18 -14 -9 -16 -1 -6 -2 -10 24 -24 -18 -22
right_child=1 -3 3 4 20 6 -8 17 22 10 11 -13 13 -15 15 -17 25 -19 -20 -21 26 -23 23 -25 -26 -27 -28
leaf_value=0.0013853536952663438 0.00022595959144155689 -3.136395484191467e-06 0.0013532950101472875 0.00016373252480977001 0.00081765241090796009 0.00057757916369668343 0.00036209292919369269 0.0005174971576051942 0.0010606842246824507 0.0012715517879990899 0.00063154992733288314 0.0011418978633647851 0.001342360594311733 0.0008278916511730998 0.0012685512483604946 0.00073813874587897767 0.0012016806913411507 0.00086887933529596702 0.0010382753707275344 0.0011011640310426857 0.0011112838678390749 0.00048645309356536208 0.00076626189357280859 0.00067505012265605617 0.0010030723180489394 0.00098755469332915589 0.00098533122090195091
leaf_weight=71 58 84 77 63 102 56 81 55 54 55 70 52 102 91 68 58 62 59 1033 102 57 80 64 60 81 90 53
leaf_count=71 58 84 77 63 102 56 81 55 54 55 70 52 102 91 68 58 62 59 1033 102 57 80 64 60 81 90 53
internal_value=0 0.000535692 0.00100328 0.000844255 0.000743403 0.000635907 0.000749482 0.000509106 0.00104154 0.000884003 0.000980751 0.000849364 0.00106632 0.00104885 0.00106305 0.00103683 0.00118258 0.000699662 0.00105253 0.001218 0.000938853 0.000377226 0.000880986 0.000833478 0.000898792 0.00107513 0.00105092
internal_weight=0 536 2402 466 389 452 314 177 1936 233 177 122 1677 1504 1413 1159 254 114 1101 173 212 138 259 205 145 152 110
internal_count=2938 536 2402 466 389 452 314 177 1936 233 177 122 1677 1504 1413 1159 254 114 1101 173 212 138 259 205 145 152 110
is_linear=0
shrinkage=0.0032998


Tree=4917
num_leaves=12
num_cat=0
split_feature=1 48 13 374 34 1 51 150 51 1452 124
split_gain=0.603921 0.279411 0.228333 0.216792 0.197432 0.248713 0.35952 0.238767 0.219164 0.223887 0.136419
threshold=0.15190500000000004 0.13991500000000004 0.26746000000000009 0.082175000000000012 -1.0000000180025095e-35 0.091395000000000018 0.11917000000000001 0.087790000000000021 -0.41601499999999997 0.087120000000000017 -0.000185
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 8 7 -7 -6 -10 -1
right_child=-2 -3 -4 -5 5 6 -8 -9 9 -11 -12
leaf_value=0.0068656047152107049 -0.012015665490297095 -0.0064702238319698617 0.016313770197379437 -0.0050141640539606751 -0.003394781331293405 0.00051914399931799978 0.01581541155739101 0.0089151175362662382 0.0065229074730211748 0.015759600506734861 0.018899345401632683
leaf_weight=54 56 53 58 53 60 582 57 115 1718 78 54
leaf_count=54 56 53 58 53 60 582 57 115 1718 78 54
internal_value=0 0.00561998 0.00584712 0.0056274 0.00583557 0.00554259 0.00296081 0.001907 0.00659047 0.00692506 0.0128991
internal_weight=0 2882 2829 2771 2718 2610 754 697 1856 1796 108
internal_count=2938 2882 2829 2771 2718 2610 754 697 1856 1796 108
is_linear=0
shrinkage=0.16829


Tree=4918
num_leaves=16
num_cat=0
split_feature=3 4 160 42 3 41 124 3 13 4 1348 1203 130 15 16
split_gain=0.639767 0.28337 0.554278 0.344788 0.442467 0.230992 0.247416 0.253111 0.420069 0.427896 0.228275 0.215467 0.152206 0.080802 0.0834709
threshold=0.3148450000000001 -0.085189999999999974 -0.15032499999999996 0.073240000000000013 0.08796000000000001 0.085175000000000015 0.0049200000000000008 -0.15041499999999997 0.076825000000000018 -0.012164999999999999 0.081815000000000013 0.088730000000000017 -0.0087849999999999977 0.084175000000000014 0.08215500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 12 6 7 -3 10 -10 11 -9 -4 14 -14
right_child=-2 5 3 -5 -6 -7 -8 8 9 -11 -12 -13 13 -15 -16
leaf_value=-0.0080453148595031922 -0.0096494084047239401 -0.0060139139984470838 0.011516219184049574 0.01923118219810566 0.019436556334123022 0.013688493190503425 -0.0073127584231437726 0.0031086523357221974 0.0035823290555535028 0.023733821264469233 0.014763815081943094 0.012628386050833051 0.010941865476661053 -0.00052566453795712309 0.0024146027368698777
leaf_weight=53 89 69 80 94 76 68 56 1869 58 62 52 70 53 103 86
leaf_count=53 89 69 80 94 76 68 56 1869 58 62 52 70 53 103 86
internal_value=0 0.00483377 0.00828776 0.0100509 0.00787814 0.00401596 0.00372101 0.00400527 0.0043336 0.0140089 0.00374956 0.00345325 0.00514449 0.00303071 0.00567893
internal_weight=0 2849 545 492 398 2304 2236 2180 2111 120 1991 1939 322 242 139
internal_count=2938 2849 545 492 398 2304 2236 2180 2111 120 1991 1939 322 242 139
is_linear=0
shrinkage=0.16829


Tree=4919
num_leaves=33
num_cat=0
split_feature=1 3 16 150 1 1 42 4 0 3 49 16 1 4 3 51 151 133 51 4 11 0 0 43 0 16 43 4 4 42 4 4
split_gain=21.5347 5.43986 2.44535 1.88772 2.19293 1.19232 1.22331 1.02139 0.716649 1.30984 0.826462 0.633212 0.60237 0.557784 0.497871 1.11077 0.491013 0.486154 0.445954 0.411963 0.333901 0.297037 0.293757 0.279081 0.261523 0.24459 0.229332 0.377537 0.15015 0.14198 0.111048 0.090982
threshold=0.10423500000000001 0.3148450000000001 0.25968500000000005 1.0000000180025095e-35 0.085880000000000026 0.12765500000000005 0.09388500000000001 0.049545000000000006 -0.13619499999999998 -0.021559999999999996 -0.026279999999999998 -0.071129999999999985 0.11417500000000001 -0.10023999999999998 -0.059315 -0.093789999999999984 -0.079914999999999986 -0.037434999999999989 -1.0000000180025095e-35 0.028075000000000006 1.0000000180025095e-35 -0.085349999999999995 -0.085424999999999987 -0.078624999999999987 -0.084154999999999994 -0.08909499999999998 -0.043004999999999995 -0.079374999999999987 -0.062804999999999986 -0.087904999999999983 -0.000195 0.13995000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 7 22 8 -7 11 10 12 -2 13 -10 -1 17 -16 -6 -13 -9 -4 24 25 -5 -20 -19 30 29 -28 -17 -23 -15 -25
right_child=1 -3 19 4 16 6 -8 18 9 -11 -12 14 -14 21 15 28 -18 20 23 -21 -22 26 -24 31 -26 -27 27 -29 -30 -31 -32 -33
leaf_value=0.0019373270429066927 0.0010391283468618783 2.0916623695088134e-05 0.0015182646186103447 0.0016138935661668098 0.00061971305138913571 0.00081211260775510875 0.00017363878465538805 0.0011153039924823771 0.0014934584439347245 0.00069590450689877676 0.00050654880256919567 0.0012859228561676701 0.0010140166174679344 0.0015718181861982268 0.0016567819570781506 0.0012459190513212128 0.0010714727957566847 0.001622017430622986 0.0012230232946739282 0.0011320280469472872 0.0017688870734565267 0.0015336950602671906 0.0013004642625867569 0.0015830078856531537 0.0014763217208931432 0.0018335577518344436 0.0013580302030342577 0.0016004410290374452 0.00099512516962018782 0.0017421139898663607 0.0017433999342833339 0.0014054082993570772
leaf_weight=55 55 84 64 80 52 79 56 78 61 71 76 85 55 179 69 54 54 215 61 59 72 76 58 70 395 77 146 141 55 77 60 69
leaf_count=55 55 84 64 80 52 79 56 78 61 71 76 85 55 179 69 54 54 215 61 59 72 76 58 70 395 77 146 141 55 77 60 69
internal_value=0 0.000805825 0.000920229 0.00148287 0.0012079 0.000807998 0.000547525 0.00151584 0.000918465 0.00105001 0.00073042 0.00154539 0.00126644 0.00161354 0.00148686 0.00132809 0.000850187 0.00152366 0.00132909 0.00133328 0.00155324 0.00158994 0.00148242 0.00141229 0.00152773 0.0016684 0.00153351 0.00147725 0.00111969 0.00163882 0.00161504 0.0014951
internal_weight=0 660 576 2278 244 453 135 2034 318 187 131 1756 116 811 945 178 106 767 278 123 682 756 138 200 610 316 440 287 109 153 239 139
internal_count=2938 660 576 2278 244 453 135 2034 318 187 131 1756 116 811 945 178 106 767 278 123 682 756 138 200 610 316 440 287 109 153 239 139
is_linear=0
shrinkage=0.0032998


Tree=4920
num_leaves=26
num_cat=0
split_feature=12 2 2 9 16 3 3 2 3 48 3 16 52 0 51 12 157 15 15 12 16 160 12 48 15
split_gain=13.8497 6.40675 3.43326 2.76129 1.31705 1.42603 1.13768 0.960875 1.17397 1.02995 0.959792 0.821327 0.714893 0.620744 0.601915 0.655302 0.402012 0.361697 0.394675 0.47215 0.279849 0.231418 0.219166 0.215741 0.142541
threshold=0.078120000000000009 0.13501500000000002 0.11621000000000002 -1.0000000180025095e-35 0.073820000000000011 0.110335 -0.0037099999999999998 0.097110000000000016 -0.15288999999999997 0.083540000000000017 0.085090000000000013 -0.11807499999999999 -0.031059999999999997 -0.063819999999999988 -0.095799999999999982 0.083785000000000012 -0.051074999999999988 -0.074124999999999983 0.10189000000000002 0.096990000000000007 0.18879500000000002 -0.06146999999999999 0.091895000000000018 0.014805 -0.089849999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 -1 5 6 12 8 -2 16 -8 22 -5 21 -13 -16 -9 -18 19 -19 -17 -4 24 -23 -10
right_child=1 -3 13 4 -6 -7 10 9 11 -11 -12 14 -14 -15 15 20 17 18 -20 -21 -22 23 -24 -25 -26
leaf_value=0.00038041690256525573 0.0018031130094604557 0.00026394646754194302 0.00042218146992288017 0.00061660429046970719 0.0013769276751551837 0.00050756764126446265 0.0015653993745104284 0.0015047268516512058 0.0013387943830004577 0.00084012809548060399 0.0010094497216365651 0.0011297276024857571 0.0010623380711912538 0.00025689961835640758 0.0016863121018355746 0.0013941616906133067 0.0014223415198498098 0.0012454651708978253 0.0013381982761593028 0.00086059584564978991 0.0011557891863160333 0.00084154083251439 0.00095659314403227498 0.00054073451237855567 0.0010979882354072827
leaf_weight=80 68 62 53 73 102 65 64 68 57 72 73 96 86 89 84 1208 74 68 81 73 58 53 52 53 56
leaf_count=80 68 62 53 73 102 65 64 68 57 72 73 96 86 89 84 1208 74 68 81 73 58 53 52 53 56
internal_value=0 0.00131018 0.000800219 0.000947204 0.00104506 0.000951195 0.00104849 0.00134084 0.00137682 0.00120218 0.00126942 0.00135881 0.000857915 0.00047825 0.00138409 0.00140215 0.00127369 0.0012205 0.00115306 0.00104646 0.00138327 0.000601929 0.00113704 0.00069147 0.00121977
internal_weight=0 2177 791 543 463 361 296 2115 1679 436 137 1611 159 248 1446 1350 364 296 222 141 1266 159 165 106 113
internal_count=2968 2177 791 543 463 361 296 2115 1679 436 137 1611 159 248 1446 1350 364 296 222 141 1266 159 165 106 113
is_linear=0
shrinkage=0.0032998


Tree=4921
num_leaves=31
num_cat=0
split_feature=1 3 10 1 3 50 1 0 0 3 16 0 3 1 16 16 51 3 0 3 52 3 16 160 0 16 1 43 160 133
split_gain=12.8832 2.6531 2.05831 1.03308 1.14086 0.849542 1.13455 1.7667 1.12087 0.823427 0.666352 0.589334 0.565566 0.535923 0.452082 0.485068 0.421591 0.392495 0.367817 0.31683 0.297649 0.296409 0.312387 0.293795 0.435147 1.22322 0.299997 0.293503 0.242878 0.180618
threshold=0.10575500000000002 -0.053364999999999996 -0.00098999999999999978 0.11392000000000001 -0.10859999999999999 0.077920000000000003 0.085720000000000005 -0.099704999999999974 -0.060094999999999989 -0.097199999999999995 -0.0032799999999999995 -0.14755499999999996 -0.097199999999999995 0.11359000000000001 -0.04040499999999999 -0.069994999999999988 -0.26621499999999992 0.095880000000000007 -0.089179999999999995 -0.088314999999999991 -0.060344999999999996 -0.082439999999999986 -0.083144999999999983 -0.085289999999999991 -0.076204999999999981 0.27450000000000002 0.091600000000000015 -1.0000000180025095e-35 0.061085000000000007 -0.088154999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -5 6 8 20 11 -10 13 -1 -7 -4 15 18 -13 -15 -14 29 -8 -20 -23 -9 26 -26 -25 -11 -21 -18
right_child=1 2 10 4 -6 12 7 23 9 27 -12 16 14 17 -16 -17 19 -19 21 28 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0015203880590611302 0.0012226148348157067 2.7257459547841641e-05 0.00097421753628886899 0.00038671076117200527 0.0010037066670919865 0.0015832947412942476 0.00083361730615820484 0.0013425734921047316 0.00058034666081660351 0.0012548864616139508 0.00037197174536549585 0.00090325343060980998 0.0014386761110939874 0.00039057005638433201 0.0014555338509663672 0.00094299969461434112 0.001476027897930288 0.00072872782254023729 0.0013321159838248263 0.0011484727555431378 0.00051946024686930692 0.0012192425644823683 0.00088045396594880901 0.0010587462403991504 0.00058475816568400981 0.001273106368003886 0.0014043271310200558 0.00090512720079964182 0.0013061813343024772 0.0012594343402362264
leaf_weight=63 80 89 57 56 79 61 62 56 54 54 100 54 82 61 88 71 54 99 80 731 72 69 54 61 57 56 52 53 129 234
leaf_count=63 80 89 57 56 79 61 62 56 54 54 100 54 82 61 88 71 54 99 80 731 72 69 54 61 57 56 52 53 129 234
internal_value=0 0.000628223 0.000471092 0.000924783 0.000748029 0.00116284 0.00112981 0.000977679 0.00117417 0.000913943 0.00059559 0.00120726 0.00128326 0.000698478 0.00124196 0.00118906 0.00119082 0.000600025 0.00125024 0.00120431 0.000665079 0.00117395 0.00107079 0.00112609 0.0010723 0.000926198 0.00121809 0.00108197 0.00117217 0.00130017
internal_weight=0 621 406 215 135 2347 1842 416 1426 161 317 1265 505 217 444 356 1202 160 285 1148 134 203 123 282 226 113 113 107 860 288
internal_count=2968 621 406 215 135 2347 1842 416 1426 161 317 1265 505 217 444 356 1202 160 285 1148 134 203 123 282 226 113 113 107 860 288
is_linear=0
shrinkage=0.0032998


Tree=4922
num_leaves=31
num_cat=0
split_feature=1 52 12 1 12 12 150 52 1 12 51 51 475 48 52 147 52 42 52 12 403 1213 1210 48 403 42 156 402 52 42
split_gain=23.007 5.07539 3.32801 3.25575 1.57724 1.49313 1.04898 0.798857 0.761163 0.598763 0.606344 0.566599 0.529384 0.471083 0.884975 0.7026 0.526004 0.385603 0.314373 0.309805 0.293731 0.287752 0.36715 0.216165 0.21417 0.211782 0.210618 0.207589 0.203892 0.183719
threshold=0.098395000000000024 -0.40011499999999994 0.085845000000000019 0.12545500000000001 0.056995000000000011 0.11697000000000002 0.084475000000000008 0.12484500000000003 0.11378500000000001 0.086815000000000017 -0.088094999999999993 0.0033150000000000007 -0.012204999999999999 0.084565000000000015 -0.070529999999999995 0.086565000000000017 -0.057374999999999995 0.086335000000000009 -0.14556999999999998 -0.082654999999999992 -0.5407249999999999 -0.078199999999999978 -0.0087899999999999975 0.081520000000000023 -0.08458499999999998 0.090275000000000008 0.10942000000000002 0.050140000000000011 0.047345000000000005 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 26 7 8 6 9 12 13 -4 11 29 17 -1 14 -3 19 -15 18 -6 -16 -12 25 -23 28 -19 -22 -2 -20 -14 -11
right_child=1 2 3 -5 5 -7 -8 -9 -10 10 20 -13 23 16 15 -17 -18 24 27 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012564449394782222 0.0015167499512477273 0.00023449100074386306 0.0016940953670846466 0.00054168160803468696 0.0020668685748568435 0.0012229597659465586 0.0010281434139944707 0.0010951472160128 0.001213609597169824 0.0016107989033369921 0.0019525622768506593 0.0021239763594681931 0.0016546107065057406 0.00099556442080725644 0.00074291933619843279 0.0010073031614540901 0.00060304836018235325 0.0014453736276037043 0.0017488197781968307 0.00042336647133737093 0.0018942176094219213 0.0014162162958565718 0.0016874028593919976 0.0018079040317559268 0.001736310022366369 0.0016398456388080416 0.0018143147153811534 0.001960055464907936 0.0013874811548776919 0.0013452935281120131
leaf_weight=57 53 55 90 52 53 68 54 63 61 52 52 58 85 93 64 60 63 52 282 70 124 60 831 52 65 54 56 66 53 70
leaf_count=57 53 55 90 52 53 68 54 63 61 52 52 58 85 93 64 60 63 52 282 70 124 60 831 52 65 54 56 66 53 70
internal_value=0 0.00100915 0.000901751 0.00125486 0.00166934 0.00170483 0.00144674 0.00074851 0.00150023 0.00172282 0.00168167 0.00181156 0.00153811 0.000694502 0.000604913 0.000709748 0.000837274 0.00177652 0.0018258 0.000576252 0.0017059 0.00169387 0.00166918 0.00162242 0.00160731 0.00181725 0.00166995 0.00178898 0.00155227 0.00145875
internal_weight=0 780 671 203 2188 1887 301 468 151 1819 1243 576 247 405 249 194 156 518 401 134 1121 1069 891 190 117 178 109 348 138 122
internal_count=2968 780 671 203 2188 1887 301 468 151 1819 1243 576 247 405 249 194 156 518 401 134 1121 1069 891 190 117 178 109 348 138 122
is_linear=0
shrinkage=0.0032998


Tree=4923
num_leaves=35
num_cat=0
split_feature=12 2 2 9 4 150 0 0 12 16 40 0 13 16 16 402 0 474 4 12 12 2 4 13 42 4 156 4 12 0 42 51 13 42
split_gain=14.4968 5.02019 3.06914 2.74572 1.9822 1.64431 0.818361 1.70522 0.800036 0.604622 0.550438 0.90836 0.625816 0.471961 0.467895 0.546207 0.604226 0.518916 0.422312 0.763624 0.395735 0.375731 0.663907 0.256976 0.213921 0.237694 0.199625 0.169692 0.361709 0.203822 0.139675 0.129145 0.122432 0.0918348
threshold=0.078120000000000009 0.13501500000000002 0.11621000000000002 -1.0000000180025095e-35 0.049545000000000006 0.083435000000000023 -0.15445999999999996 -0.12851999999999997 0.098785000000000012 -0.082974999999999979 -0.062739999999999976 -0.063819999999999988 -0.0073899999999999999 -0.28430999999999995 -0.013049999999999997 0.084450000000000011 -0.091694999999999985 0.085475000000000009 -0.17568999999999999 -0.032329999999999991 0.091625000000000012 0.083815000000000014 -0.081244999999999998 -0.014549999999999999 0.092175000000000021 -0.050244999999999991 0.086240000000000011 -0.08076499999999999 0.085110000000000005 -0.086954999999999991 0.087855000000000003 0.11391500000000002 -0.013049999999999997 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 2 2 2 2 2
left_child=2 4 3 -1 14 6 -5 -8 13 -7 -4 12 -12 -6 21 16 -16 20 -9 -20 -18 22 23 -2 25 -24 -19 28 -23 -30 -15 33 -10 -29
right_child=1 -3 10 5 8 9 7 18 32 -11 11 -13 -14 30 15 -17 17 26 19 -21 -22 27 24 -25 -26 -27 -28 31 29 -31 -32 -33 -34 -35
leaf_value=0.00040808821636921315 0.0019284097256159118 0.0004297231785448817 0.00081516804289640693 0.0014887694482830934 0.0014280995129847128 0.00053246878446430311 0.0005879299924160551 0.0014165662272005834 0.0007878099594553962 0.0010044681790619145 0.00039984129387610391 0.00011945683489007872 0.00086640143221090578 0.0012260802261650032 0.0017330991479167297 0.0010964882514089003 0.0014015583937428595 0.0016541529157476445 0.0013355678278763339 0.00080677433183368738 0.0011986999125878533 0.0011086633508403474 0.0014133273927304031 0.001619960335905006 0.0013211219829296166 0.0016760496869820435 0.0013837908674223817 0.0015209179913108679 0.0016025742670137749 0.0013658889266687788 0.00098150043055891876 0.0013083692488764704 0.0010174432191806671 0.0013997882589463918
leaf_weight=80 53 62 57 77 97 68 56 86 52 53 72 63 56 55 52 79 219 76 71 52 209 52 90 73 89 69 53 280 52 203 52 53 54 103
leaf_count=80 53 62 57 77 97 68 56 86 52 53 72 63 56 55 52 79 219 76 71 52 209 52 90 73 89 69 53 280 52 203 52 53 54 103
internal_value=0 0.00135605 0.000834309 0.000973296 0.00138319 0.00107088 0.00118802 0.0011005 0.00113886 0.000739503 0.000529851 0.00044452 0.000604237 0.00126014 0.00142513 0.00135675 0.00139046 0.00135841 0.00123767 0.0011123 0.00130258 0.00146722 0.00155356 0.00174998 0.00145362 0.00152756 0.00154335 0.00142371 0.00136264 0.00141429 0.00110755 0.00146663 0.000905125 0.00148843
internal_weight=0 2177 791 543 2115 463 342 265 310 121 248 191 128 204 1805 688 609 557 209 123 428 1117 374 126 248 159 129 743 307 255 107 436 106 383
internal_count=2968 2177 791 543 2115 463 342 265 310 121 248 191 128 204 1805 688 609 557 209 123 428 1117 374 126 248 159 129 743 307 255 107 436 106 383
is_linear=0
shrinkage=0.0032998


Tree=4924
num_leaves=26
num_cat=0
split_feature=3 2 2 9 150 2 3 52 3 3 2 51 16 3 474 16 16 2 1212 16 49 2 3 2 474
split_gain=12.8289 3.77946 3.55641 3.25408 1.61583 1.25177 1.01198 0.864022 1.57818 0.85264 0.75163 0.674585 0.617991 0.50777 0.508003 0.7509 0.489069 0.47516 0.467783 0.508951 0.335871 0.268245 0.247826 0.221927 0.168904
threshold=-0.046079999999999989 0.123795 0.11666500000000002 -1.0000000180025095e-35 0.083435000000000023 0.097110000000000016 0.10766000000000002 -0.54340999999999984 -0.096099999999999977 0.0012800000000000001 0.14808000000000002 -0.088764999999999983 -0.082974999999999979 -0.15288999999999997 0.085475000000000009 0.054560000000000004 -0.055004999999999991 0.10121500000000001 0.11367500000000001 -0.11807499999999999 0.10124000000000001 0.084395000000000012 0.13772500000000001 0.11152000000000002 0.091180000000000011
decision_type=2 2 2 2 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 13 9 -7 -9 16 22 -11 -6 -1 15 18 -5 -10 19 -15 23 -17 -4 -19 -16
right_child=2 -3 10 4 12 7 -8 8 17 11 -12 -13 -14 14 24 21 -18 20 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0017011229038300731 0.00039528050033873152 0.00074487237309591846 0.00079955009022289795 0.0013998596455798906 0.00055413872637221685 0.0015843952142006392 0.00093282971143658622 0.00082245903643169934 0.0010687759257538261 0.0012883606920273043 0.00029831326592289663 0.0017602542185549948 0.0010470936320240497 0.0012775794439384921 0.0017221459947598015 0.0010965007773977484 0.00098026723467756292 0.0016082212383330145 0.0011708300593133646 0.0014805370316123292 0.0011765243895771691 0.0013877523813868198 0.00051937935253288281 0.0013278734528861663 0.0014869281336159466
leaf_weight=82 76 99 86 52 59 68 86 99 64 65 88 69 53 157 82 103 75 77 68 1077 53 54 59 55 62
leaf_count=82 76 99 86 52 59 68 86 99 64 65 88 69 53 157 82 103 75 77 68 1077 53 54 59 55 62
internal_value=0 0.0013757 0.000880179 0.00102844 0.0011332 0.0014054 0.00124461 0.0012427 0.00117583 0.0013472 0.0005396 0.00153161 0.000787727 0.00144555 0.00143246 0.00141381 0.00115235 0.00131618 0.00143994 0.00145474 0.00140158 0.0011969 0.000685793 0.00149168 0.00162112
internal_weight=0 2200 768 535 459 2101 347 416 348 261 233 134 112 1685 1603 1459 127 249 1302 1234 185 157 145 132 144
internal_count=2968 2200 768 535 459 2101 347 416 348 261 233 134 112 1685 1603 1459 127 249 1302 1234 185 157 145 132 144
is_linear=0
shrinkage=0.0032998


Tree=4925
num_leaves=17
num_cat=0
split_feature=2 2 0 4 4 1443 30 12 2 12 2 2 16 4 15 0
split_gain=0.833716 0.32019 0.328106 0.33367 0.346131 0.277271 0.249799 0.409285 0.727134 0.351459 0.289685 0.319823 0.25649 0.214328 0.280851 0.232558
threshold=-0.087809999999999985 0.13084500000000002 -0.11742499999999999 0.50541500000000006 0.056815000000000011 0.08295000000000001 0.086220000000000019 -0.038859999999999992 0.094985000000000014 0.083885000000000015 0.096780000000000019 0.11382000000000002 -0.017744999999999997 0.03851000000000001 -0.063834999999999989 -0.094949999999999993
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 -2 10 12 -12 -9 15 -15 -11
right_child=1 2 3 -5 -6 -7 -8 9 -10 13 11 -13 -14 14 -16 -17
leaf_value=-0.00655274229854647 0.03289261509108056 0.015427522722478442 -0.0027475724018784309 -0.010935470735760401 0.013985154352721949 0.020894110492460243 0.0001043054429620811 -0.0035297065965219044 0.0095853293707709349 0.01860328226752294 0.016353647271311538 0.0019559575689245524 0.0067690289992075256 0.0099381033715704743 -0.0019698839355988965 0.010808426958898091
leaf_weight=93 61 54 77 52 64 67 72 128 101 118 110 73 147 176 82 1442
leaf_count=93 61 54 77 52 64 67 72 128 101 118 110 73 147 176 82 1442
internal_value=0 0.00963029 0.00383049 0.00057642 0.00483468 0.0101855 0.00989893 0.0101874 0.0183726 0.00960406 0.00542954 0.0106201 0.0019689 0.0106547 0.00614643 0.0113992
internal_weight=0 2824 247 193 141 2577 2510 2438 162 2276 458 183 275 1818 258 1560
internal_count=2917 2824 247 193 141 2577 2510 2438 162 2276 458 183 275 1818 258 1560
is_linear=0
shrinkage=0.16829


Tree=4926
num_leaves=25
num_cat=0
split_feature=1 1 4 47 52 3 1 1 131 4 52 3 4 1447 1 51 13 4 50 160 1 4 160 4
split_gain=23.3384 3.65433 2.3442 1.7618 1.52164 1.38909 1.06463 0.975684 0.897701 0.704413 0.632307 0.623564 0.687032 0.578177 0.573911 0.544059 0.503881 1.07103 0.498255 0.426796 0.425198 0.264189 0.128591 0.150723
threshold=0.10398500000000001 0.13130500000000003 0.046185000000000004 0.085585000000000008 -0.52313499999999991 -0.14186499999999996 0.083670000000000008 0.095435000000000006 0.089305000000000009 -0.033649999999999992 -0.023474999999999996 -0.10175499999999998 -0.47860499999999995 -0.086059999999999984 0.085960000000000023 -0.031924999999999995 -0.24426999999999996 0.50291500000000011 0.11875500000000001 -1.0000000180025095e-35 0.11189500000000001 0.41315500000000005 -1.0000000180025095e-35 0.18572000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 16 -2 14 15 11 10 -9 20 -7 -13 -14 -1 -4 -3 -18 -15 -12 -6 -21 -17 -24
right_child=1 3 6 -5 8 7 -8 9 -10 -11 19 12 13 18 -16 22 17 -19 -20 21 -22 -23 23 -25
leaf_value=0.0019804376818101052 0.001441901058793979 0.00051943417928022189 0.0010311512416305852 0.00093950959526479128 0.00036181009216468648 0.0012076537899585072 0.00080580107837930281 0.0013831710182225347 0.0012140064409443894 0.0008906831516355744 0.0011442259201636402 0.0018700062490548618 0.0017817522212618421 0.0014883143669350619 0.0015536169044833242 0.001519066470276019 0.00050476769573463325 -0.00011122145891080109 0.0012040687859431012 0.00067279052936462141 0.00076611229692705662 0.00096965827754666044 0.0012038525052393873 0.0014330860037346431
leaf_weight=84 54 55 70 53 53 84 65 83 61 52 53 54 71 1382 60 52 52 75 72 82 62 56 66 66
leaf_count=84 54 55 70 53 53 84 65 83 61 52 53 54 71 1382 60 52 52 75 72 82 62 56 66 66
internal_value=0 0.000739721 0.0014468 0.000409806 0.000923793 0.00148993 0.0011841 0.00146485 0.000847464 0.00119373 0.000774279 0.00148684 0.00150167 0.0014886 0.00180284 0.00128077 0.000255358 0.000140717 0.00147426 0.000891016 0.000580088 0.000793514 0.00137554 0.00131874
internal_weight=0 656 2261 235 421 1942 319 1798 367 135 306 1663 1579 1525 144 254 182 127 1454 191 115 138 184 132
internal_count=2917 656 2261 235 421 1942 319 1798 367 135 306 1663 1579 1525 144 254 182 127 1454 191 115 138 184 132
is_linear=0
shrinkage=0.0032998


Tree=4927
num_leaves=18
num_cat=0
split_feature=9 1 3 147 42 3 0 30 150 0 1453 51 474 42 151 3 474
split_gain=0.686191 0.389162 0.501868 0.285532 0.240285 0.273244 0.467892 0.426893 0.464654 0.297504 0.239282 0.233319 0.384119 0.141452 0.134477 0.234045 0.140679
threshold=0.085555000000000006 0.098395000000000024 -0.15500999999999998 0.08955500000000001 0.109255 0.13772500000000001 -0.10998999999999999 0.086220000000000019 0.084475000000000008 -0.094139999999999988 -0.067664999999999989 -0.095009999999999983 1.0000000180025095e-35 -0.011964999999999998 0.05680000000000001 0.0066850000000000008 0.089095000000000021
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 9 -3 -4 12 13 -12 15 16 -13
right_child=-2 3 10 -5 -6 6 -8 -9 -10 -11 11 14 -14 -15 -16 -17 -18
leaf_value=0.023287828518491111 -0.0060346516113339074 -0.00012682348094096663 0.00049473890896796285 0.015784463267835704 -0.0059633879311757924 0.0076719417076511042 -0.013131926838872049 -0.0060189146096549101 0.023991350337813709 0.01037987772044846 0.015864855953200509 0.010049014948086429 -0.0075764056803598115 0.0051145160705572826 0.0025912589365746867 0.019503687338749277 0.017280241292112083
leaf_weight=79 89 111 79 70 57 69 55 59 53 242 54 1523 54 99 58 85 81
leaf_count=79 89 111 79 70 57 69 55 59 53 242 54 1523 54 99 58 85 81
internal_value=0 0.00896123 0.0101117 0.00556507 0.00445492 0.0054662 -0.00154109 0.00733867 0.00928422 0.00707098 0.00959884 0.009966 0.00460828 0.0089205 0.0105998 0.0108737 0.0104153
internal_weight=0 2828 2112 716 646 589 124 465 406 353 2033 1954 207 153 1747 1689 1604
internal_count=2917 2828 2112 716 646 589 124 465 406 353 2033 1954 207 153 1747 1689 1604
is_linear=0
shrinkage=0.16829


Tree=4928
num_leaves=14
num_cat=0
split_feature=2 14 15 12 2 0 16 133 16 1447 483 0 151
split_gain=0.465921 0.263505 0.476112 0.30177 0.346106 0.26036 0.258481 0.280518 0.235241 0.28184 0.240439 0.226913 0.182835
threshold=-0.087809999999999985 -0.40567999999999999 -0.2987999999999999 -0.11319999999999998 0.113445 0.12503500000000004 0.12992000000000004 0.024980000000000006 -0.071129999999999985 -0.086059999999999984 0.0015150000000000003 -0.049024999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 8 7 12 10 -10 -5 -8 -6
right_child=1 2 3 4 6 -7 11 -9 9 -11 -12 -13 -14
leaf_value=-0.0046357207668376024 0.017526486480793142 -0.0041341891409213891 0.019868634736651018 0.008976105586390665 0.0013838554237302595 0.019563497732146624 0.0015432508867275734 0.0084277354903819716 0.016602306865981173 0.0054958445073508772 0.019421256146912053 0.016677717972960707 -0.010210440024106142
leaf_weight=93 72 101 56 985 70 55 59 62 69 1089 67 54 85
leaf_count=93 72 101 56 985 70 55 59 62 69 1089 67 54 85
internal_value=0 0.00745883 0.00719478 0.00762708 0.00736221 0.00810437 0.00226286 -0.00112859 0.00781838 0.00615918 0.00964305 0.00879155 -0.00496272
internal_weight=0 2824 2752 2651 2595 2265 330 217 2210 1158 1052 113 155
internal_count=2917 2824 2752 2651 2595 2265 330 217 2210 1158 1052 113 155
is_linear=0
shrinkage=0.16829


Tree=4929
num_leaves=27
num_cat=0
split_feature=1 1 14 16 3 47 4 16 43 4 4 3 3 4 15 1 42 3 13 4 3 133 16 133 48 3
split_gain=29.0562 4.39548 2.72561 2.69723 2.20026 1.43484 1.25392 1.03851 0.799037 0.592632 1.12447 0.585342 1.105 0.823047 0.50421 0.493191 0.485544 0.705475 0.420307 0.417673 1.06592 0.376672 0.366828 0.26667 0.263258 0.0821648
threshold=0.10404000000000001 0.13130500000000003 0.073890000000000011 0.12992000000000004 -0.06533499999999999 0.085585000000000008 0.0060300000000000015 -0.0037499999999999994 0.018455000000000003 -0.032764999999999996 -0.50139499999999992 -0.031895 -0.10519499999999998 0.10055500000000002 -0.063834999999999989 0.095920000000000019 0.09364500000000002 0.14813000000000001 0.10474000000000001 -0.17006499999999999 -0.097574999999999981 0.087950000000000014 -0.52541999999999989 0.046800000000000008 0.036755000000000003 -0.080114999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 6 16 18 8 15 10 -9 12 -2 -13 25 24 17 -3 19 -1 -21 -22 -15 -20 -6 -8
right_child=1 5 -4 -5 7 -7 14 9 -10 -11 -12 13 -14 22 -16 -17 -18 -19 23 20 21 -23 -24 -25 -26 -27
leaf_value=0.0017853932257503467 0.00055374337954826954 0.00056044436961367983 0.0020524028674100314 0.001341684548556737 0.00095463049583109129 0.00077600334081120059 0.0014474881843297639 0.0016122872336930048 0.0013975475422682089 0.0016921192151433864 0.0009332401991068868 0.00039643962870973776 0.001204368748069346 0.00061976091752436705 0.0010377241578793568 0.00070498933121107836 -8.0959695216374129e-05 5.2936457233642254e-05 0.0011435998012610279 0.0010675315209962908 0.0015716864534026504 0.0014472144305188528 0.0010126515470418472 0.0014662535824183807 0.0012617293751356544 0.0012868566821875474
leaf_weight=67 53 54 79 98 78 53 73 53 63 56 54 101 62 53 80 56 61 67 53 56 912 387 52 63 52 81
leaf_count=67 53 54 79 98 78 53 73 53 63 56 54 101 62 53 80 56 61 67 53 56 912 387 52 63 52 81
internal_value=0 0.000659475 0.00144925 0.000862115 0.00142742 0.000298024 0.00147801 0.00120974 0.00107511 0.00141519 0.00126992 0.000715594 0.000904822 0.000609787 0.0012521 0.000965704 0.000158638 0.000279719 0.00151236 0.0015281 0.00151535 0.00153463 0.000814671 0.00131914 0.00107774 0.00136323
internal_weight=0 654 2263 419 2184 235 1772 412 249 163 107 321 115 206 234 186 182 121 1538 1422 1355 1299 105 116 130 154
internal_count=2917 654 2263 419 2184 235 1772 412 249 163 107 321 115 206 234 186 182 121 1538 1422 1355 1299 105 116 130 154
is_linear=0
shrinkage=0.0032998


Tree=4930
num_leaves=20
num_cat=0
split_feature=15 3 39 14 10 12 3 49 49 402 52 39 160 12 42 131 43 40 15
split_gain=12.3347 6.90437 4.47482 2.08923 1.56262 0.830344 0.78589 0.678882 0.803334 0.631589 0.618803 0.614226 0.609953 0.601016 0.48543 0.378501 0.373945 0.220955 0.107227
threshold=-0.26361999999999991 0.110335 0.0047850000000000011 0.073890000000000011 -0.0062549999999999993 0.12631000000000003 0.28833000000000003 -0.026279999999999998 -0.089614999999999986 -0.088779999999999984 -0.022529999999999998 0.096625000000000016 -0.077584999999999987 -0.041014999999999989 -1.0000000180025095e-35 0.092605000000000007 -0.14239499999999997 -0.081174999999999983 -0.037394999999999991
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 3 5 -4 7 18 8 -2 15 -10 12 -1 -14 -6 -9 -11 -16 -3
right_child=1 6 4 -5 14 -7 -8 9 10 16 -12 -13 13 -15 17 -17 -18 -19 -20
leaf_value=0.00084939167713564932 0.001381375088142126 0.00094333527543524515 0.00040117078471126532 0.0018376790212068189 0.0012826277641378569 0.0009400433810187774 0.00040523983001017002 0.0010847889438593999 0.00070807015399859381 0.0012138943361459985 0.001196886411796073 0.00015207901505325799 0.00016385074221519528 0.00064670667235935226 0.0010419043911315434 0.001370831519091821 0.0013983409495369216 0.0007418011985716931 0.00072815276611361735
leaf_weight=52 101 54 59 93 55 58 81 135 52 133 63 56 54 59 58 83 1560 52 52
leaf_count=52 101 54 59 93 55 58 81 135 52 133 63 56 54 59 58 83 1560 52 52
internal_value=0 0.00126279 0.00130851 0.0013523 0.000863051 0.00133162 0.000650796 0.00134228 0.0011658 0.00136221 0.000976163 0.000451557 0.000552985 0.000416273 0.00102799 0.00119386 0.00138387 0.000900358 0.000838106
internal_weight=0 2689 2502 2278 224 2185 187 2127 216 1911 115 221 165 113 165 218 1693 110 106
internal_count=2910 2689 2502 2278 224 2185 187 2127 216 1911 115 221 165 113 165 218 1693 110 106
is_linear=0
shrinkage=0.0032998


Tree=4931
num_leaves=24
num_cat=0
split_feature=1 2 12 14 0 2 1 52 1 3 1 124 4 12 4 3 3 16 15 0 12 0 0
split_gain=27.5519 6.40427 5.3285 2.72681 1.78081 1.6715 1.65828 1.00937 0.996007 0.982166 1.00462 0.913524 0.849063 0.593486 0.727086 1.02602 0.387519 0.378012 0.380702 0.344329 0.237679 0.231992 0.218586
threshold=0.10404000000000001 0.12026500000000001 0.087255000000000013 0.056865000000000006 -0.10726999999999999 0.13154000000000002 0.086165000000000005 0.057445000000000003 0.13872000000000004 -0.011259999999999997 0.13130500000000003 -0.027784999999999997 0.23355000000000001 0.09091500000000001 -0.47860499999999995 -0.10067 0.11745500000000002 0.19384500000000002 -0.058859999999999989 -0.13619499999999998 0.091735000000000025 -0.05461499999999999 -0.075434999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 6 11 19 8 22 -2 16 -6 21 14 -13 -16 -11 20 -19 -1 -15 -4 -3
right_child=1 7 12 -5 5 -7 -8 -9 -10 10 -12 13 -14 17 15 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0018576291192443132 0.0005253483229481536 0.00044319524972650598 0.001914800422790551 0.0022627843610835657 0.0013512173033256951 0.0011449210991965298 0.0010741288521408316 0.00088070186524651691 5.5776130858000199e-05 0.0013361101903609813 0.00061962542712112997 0.0021384826186113255 0.0012854331889421569 0.0015232173670295243 0.0013311816689389323 0.0018050105371785392 0.00096747534141250686 0.0016993390337181349 0.0013347721092825976 0.0014973755452395527 0.0017399579612437691 0.0016230654534384256 0.0007346976750813003
leaf_weight=55 64 63 66 96 64 53 93 63 62 67 53 67 56 65 53 995 60 63 65 65 511 59 52
leaf_count=55 64 63 66 96 64 53 93 63 62 67 53 67 56 65 53 995 60 63 65 65 511 59 52
internal_value=0 0.000952741 0.00119615 0.00171758 0.00169321 0.0017248 0.00140593 0.000521557 0.000393526 0.000877607 0.00100266 0.0017411 0.00162537 0.0017548 0.00180259 0.00178108 0.00116223 0.00167905 0.00151448 0.00166279 0.00171556 0.00177738 0.000575311
internal_weight=0 665 425 2245 2149 1936 213 240 177 244 180 1883 181 1819 1115 1048 127 704 128 120 576 125 115
internal_count=2910 665 425 2245 2149 1936 213 240 177 244 180 1883 181 1819 1115 1048 127 704 128 120 576 125 115
is_linear=0
shrinkage=0.0032998


Tree=4932
num_leaves=17
num_cat=0
split_feature=49 9 14 51 39 40 1375 49 131 133 133 151 15 15 15 12
split_gain=0.635536 0.969858 0.460387 0.359427 0.499123 0.297453 0.351175 0.340026 0.288718 0.37214 0.42664 0.248311 0.161952 0.211482 0.107098 0.0914572
threshold=-0.014479999999999998 1.0000000180025095e-35 0.073890000000000011 -0.40775499999999992 0.098380000000000009 -0.085354999999999986 -0.07520499999999998 -0.065999999999999989 0.08987500000000001 0.41548500000000005 0.083000000000000018 -0.081639999999999976 0.08401500000000002 -0.073274999999999993 0.039965000000000007 0.091105000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 8 -1 -7 11 9 10 -5 -8 13 -10 -13 -14
right_child=1 -3 -4 4 -6 6 7 -9 12 -11 -12 14 15 -15 -16 -17
leaf_value=-0.0079773959567116231 0.019258279031149544 0.029482567061247689 0.021881548785490427 0.0073101899368660942 -0.0036019085131523739 -0.0067274137588434584 0.0037138421166132331 -0.00091285281567481526 0.013079773745291273 -0.0021450394183504637 0.013015541343636066 0.011589976279948106 0.014270443339428594 0.025696244147920582 0.021192567025606901 0.0057584839765030642
leaf_weight=56 99 73 86 1174 87 60 89 101 101 87 545 94 73 61 52 72
leaf_count=56 99 73 86 1174 87 60 89 101 101 87 545 94 73 61 52 72
internal_value=0 0.0103629 0.0097769 0.00932331 0.00887542 0.00349033 0.00511657 0.00723691 0.00939001 0.00857642 0.00912009 0.0107472 0.0141703 0.0178415 0.0150224 0.0100562
internal_weight=0 2458 2385 2299 2200 452 396 336 2113 1806 1719 235 307 162 146 145
internal_count=2910 2458 2385 2299 2200 452 396 336 2113 1806 1719 235 307 162 146 145
is_linear=0
shrinkage=0.16829


Tree=4933
num_leaves=19
num_cat=0
split_feature=2 14 151 50 12 402 51 12 41 51 52 49 15 15 12 15 14 2
split_gain=0.640387 0.566569 0.481267 0.338613 0.284213 0.278107 0.344477 0.480038 0.349293 0.27245 0.266925 0.244089 0.295587 0.234649 0.211849 0.144282 0.127955 0.0692176
threshold=0.12026500000000001 0.073890000000000011 0.05680000000000001 -0.23848499999999997 0.056995000000000011 -0.086814999999999989 0.089040000000000022 0.080635000000000012 0.082560000000000008 -0.15136499999999997 0.12514000000000003 -0.032624999999999994 -0.26361999999999991 -0.082019999999999996 0.087400000000000019 0.096015000000000017 0.087575000000000014 0.085910000000000014
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 14 8 -8 9 -7 11 -2 -13 -9 -5 17 -3 -16
right_child=10 16 4 5 -6 6 7 13 -10 -11 -12 12 -14 -15 15 -17 -18 -19
leaf_value=0.019604731751903474 -0.0096773839836244279 0.026606892619433387 -0.011681488539164904 -0.0064021588436710955 0.0056546685071000476 -0.00060134986642209828 -0.0095274128677994251 0.014936944101029415 0.023252287334119888 0.0096752570362693725 0.011239152914128298 -0.0049577198244831295 0.0079797564264027579 0.0020407760775477115 0.0039039035675988766 -0.0018753908703492642 0.014736612490416743 0.012001755658543478
leaf_weight=77 74 53 53 55 54 76 65 70 52 1701 57 98 102 94 52 52 52 73
leaf_count=77 74 53 53 55 54 76 65 70 52 1701 57 98 102 94 52 52 52 73
internal_value=0 0.00862664 0.00811158 0.00861082 -0.00291561 0.00824037 0.00886344 0.00269929 0.00963424 0.00923473 0.000757666 -0.00141623 0.00163141 0.00755619 0.00270558 0.00554582 0.0207454 0.00864742
internal_weight=0 2579 2474 2367 107 2290 2058 229 1829 1777 331 274 200 164 232 177 105 125
internal_count=2910 2579 2474 2367 107 2290 2058 229 1829 1777 331 274 200 164 232 177 105 125
is_linear=0
shrinkage=0.16829


Tree=4934
num_leaves=17
num_cat=0
split_feature=39 133 50 9 48 4 52 0 3 48 3 12 43 3 42 4
split_gain=0.348769 0.328307 0.315049 0.356193 0.268423 0.494702 0.471217 0.437212 0.355394 0.304328 0.403579 0.350194 0.308777 0.205954 0.139551 0.0733985
threshold=0.11334500000000002 -0.14820499999999998 -0.241615 0.089020000000000016 0.08956500000000002 -0.4950449999999999 -0.11733999999999999 0.11160500000000002 -0.087169999999999984 0.095980000000000024 -0.0091399999999999988 0.087805000000000008 -0.078169999999999976 -0.080654999999999991 -0.047584999999999995 -0.081864999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 4 5 6 -4 8 -7 12 11 -11 -6 15 -15 -1
right_child=-2 2 3 -5 9 7 -8 -9 -10 10 -12 -13 -14 14 -16 -17
leaf_value=0.013782034225624691 -0.0043077945717109279 0.016586375296878307 0.0068884804815556554 0.019640171184032627 -0.015189375765649578 0.0023041301675224032 0.028255350545677974 -0.0092846999698884547 0.0074547461948118029 0.019810497746793162 -0.0037178472096463422 0.0029284643815235159 0.0027029076929886786 0.015233977587085772 0.004415493178474836 0.022778735473475833
leaf_weight=54 83 80 63 52 54 522 55 54 1400 62 98 80 55 54 92 52
leaf_count=54 83 80 63 52 54 522 55 54 1400 62 98 80 55 54 92 52
internal_value=0 0.0067473 0.00617858 0.00584414 0.00554975 0.00627012 0.0168628 0.00563665 0.00605681 0.00122239 0.00457575 0.0103121 -0.00614468 0.0125515 0.00842916 0.0182125
internal_weight=0 2827 2575 2495 2443 2094 118 1976 1922 349 240 142 109 252 146 106
internal_count=2910 2827 2575 2495 2443 2094 118 1976 1922 349 240 142 109 252 146 106
is_linear=0
shrinkage=0.16829


Tree=4935
num_leaves=24
num_cat=0
split_feature=1 3 4 2 39 1 12 12 4 3 4 3 4 3 4 158 2 155 42 12 160 3 1
split_gain=18.2649 3.63166 1.94993 1.80065 1.52567 1.65682 1.33924 0.924404 0.836357 0.831003 1.71787 0.830683 0.971806 0.521362 0.433813 0.50682 0.39913 0.37058 0.340865 0.521835 0.454328 0.289015 0.28735
threshold=0.10320500000000002 -0.049204999999999992 0.40318000000000004 0.16993500000000003 0.0039300000000000003 0.086215000000000014 0.11697000000000002 -1.0000000180025095e-35 0.082475000000000007 0.088880000000000015 -0.14088999999999999 0.15217000000000003 0.27998000000000006 -0.010059999999999998 0.049545000000000006 0.085110000000000005 0.094905000000000017 0.10022500000000002 0.095935000000000006 0.09227500000000001 -0.53864499999999993 -0.082714999999999997 0.12765500000000005
decision_type=2 2 2 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 7 6 -6 9 8 -3 13 -11 12 -9 14 18 16 -16 21 20 -20 -1 -2 -10
right_child=1 3 -4 -5 5 -7 -8 11 22 10 -12 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0015258256871514633 0.00074942681291962038 6.5538071309854148e-05 0.00038564046480754638 -0.00018084764652173034 0.001135112299992312 0.00034891794436651849 0.00075376606801056745 0.0011125106012371436 0.00067034079009586033 0.0013556872039534231 0.0006030048284709317 0.00030933757088210886 0.00050401059795169016 0.0014878056860050887 0.00073629819669833929 0.0013209058507429 0.0010958320330642676 0.0012617526358807086 0.00081840335864612299 0.0011826683600569747 0.0012249459667900706 0.0010653631101532821 0.00036525947792746686
leaf_weight=58 53 88 68 55 67 52 79 56 52 60 74 56 59 72 59 55 81 57 55 206 1349 82 98
leaf_count=58 53 88 68 55 67 52 79 56 52 60 74 56 59 72 59 55 81 57 55 206 1349 82 98
internal_value=0 0.000554335 0.000866648 0.000379256 0.00115646 0.000791861 0.00117664 0.000454662 0.000321391 0.00119277 0.00094029 0.000639945 0.00080063 0.00121024 0.00119949 0.00105089 0.000944566 0.00103682 0.00121685 0.00110604 0.00123737 0.00094159 0.000471256
internal_weight=0 724 260 464 2267 119 2148 409 238 2069 134 171 115 1935 1863 195 140 192 1668 261 1407 135 150
internal_count=2991 724 260 464 2267 119 2148 409 238 2069 134 171 115 1935 1863 195 140 192 1668 261 1407 135 150
is_linear=0
shrinkage=0.0032998


Tree=4936
num_leaves=23
num_cat=0
split_feature=11 52 124 4 15 4 16 15 4 13 15 13 159 0 52 1213 43 475 133 376 0 16
split_gain=0.669606 0.782339 0.628021 0.293176 0.523993 0.563697 0.379845 0.496367 0.541602 0.556627 0.897215 0.432529 0.30865 0.303183 0.272324 0.238248 0.20093 0.204291 0.271918 0.182839 0.172429 0.0843153
threshold=0.086175000000000015 -0.047784999999999987 -0.082135 0.41552000000000006 -0.43587999999999999 0.5567700000000001 -0.0071849999999999995 -0.018024999999999996 -0.44205499999999992 -0.016759999999999994 0.021950000000000001 -0.16392499999999996 0.089685000000000001 -0.083414999999999975 -0.047784999999999987 0.11256000000000001 -0.09884999999999998 -0.075554999999999983 0.089400000000000021 0.084545000000000009 -0.087544999999999998 -0.025214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 19 6 5 -5 11 16 -9 13 -11 -4 14 -10 -13 -16 -8 -18 -19 21 -14 -1
right_child=1 -3 3 4 -6 -7 7 8 9 10 -12 12 20 -15 15 -17 17 18 -20 -21 -22 -23
leaf_value=-0.01159076973785764 0.0060726253252287327 -0.019571553162194888 -0.0043260956322971221 0.020101260291923256 -0.010620323983908077 -0.0040915925749877725 0.017925931840385274 0.011764264238065186 0.011364532514185748 -0.026037658494978556 0.0014712082627493092 -0.00033491026526797057 0.011576137542572839 -0.001962531105760253 0.0096996096791315736 0.0011164497983115549 0.014839477656419412 0.0084728678769834566 -0.0037349428667328411 0.0045224771997957203 0.024638052743240667 -0.0026892388577607158
leaf_weight=63 71 64 70 53 75 56 57 93 74 62 73 92 64 139 1308 99 73 165 75 53 53 59
leaf_count=63 71 64 70 53 75 56 57 93 74 62 73 92 64 139 1308 99 73 165 75 53 53 59
internal_value=0 -0.00607131 0.0060515 0.00668932 0.000196305 0.00765542 0.00716706 0.00417001 0.000352208 -0.0026924 -0.0111492 0.00860763 0.00916899 0.00265909 0.00851688 0.00909695 0.00871557 0.00703254 0.00465044 -0.00370967 0.0175084 -0.00730066
internal_weight=0 135 2856 2681 184 109 2497 811 441 348 135 1686 1616 213 1499 1407 370 313 240 175 117 122
internal_count=2991 135 2856 2681 184 109 2497 811 441 348 135 1686 1616 213 1499 1407 370 313 240 175 117 122
is_linear=0
shrinkage=0.16829


Tree=4937
num_leaves=21
num_cat=0
split_feature=9 124 1 15 133 1 49 156 4 15 456 50 15 133 15 457 4 15 15 42
split_gain=0.672235 0.366114 0.214174 0.346604 0.521394 0.722713 0.309666 0.330262 0.288683 0.214351 0.167939 0.167842 0.173991 0.14718 0.184273 0.166314 0.185922 0.123763 0.0869941 0.0826042
threshold=0.092410000000000006 -0.085379999999999984 0.080320000000000016 0.088645000000000015 0.035950000000000003 0.11706000000000001 -0.073139999999999983 0.11538000000000002 -0.14088999999999999 -0.0094049999999999984 0.087575000000000014 0.089030000000000012 0.11883000000000001 0.09117500000000002 -0.075094999999999981 0.041025000000000006 -0.088039999999999993 -0.039149999999999997 -0.096724999999999992 0.088185000000000013
decision_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 8 4 6 -6 -4 9 -3 -8 13 12 -5 15 -15 16 -10 -16 -1 -13
right_child=-2 2 3 11 5 -7 7 -9 10 -11 -12 19 -14 14 17 -17 -18 -19 -20 -21
leaf_value=0.00077657243527025951 -0.014380914365034327 -0.0021599741938285854 0.012966055017189717 0.019489523771094263 -0.021504827904696041 0.0046003513870497845 0.0032118764200332484 0.012156745478454892 0.017653068964261769 -0.0033387329068571489 -0.00041226092243005472 0.0093450562190034274 0.007163534160111242 0.012059606879679089 -0.0038194925640590879 0.017023447286301639 0.0075447487503364861 0.0046247255192506465 -0.0081412180721281598 0.0013044619036879802
leaf_weight=57 52 99 90 65 59 61 471 89 55 202 77 67 66 78 62 64 896 234 67 80
leaf_count=57 52 99 90 65 59 61 471 89 55 202 77 67 66 78 62 64 896 234 67 80
internal_value=0 0.00491376 0.00530825 0.00366254 0.00216142 -0.00821972 0.00362566 0.00252011 0.00662157 0.00124305 0.00721582 0.0089046 0.0132932 0.00763998 0.00477547 0.0086937 0.00813124 0.00284993 -0.00402742 0.00498144
internal_weight=0 2939 2815 1250 972 120 852 762 1565 673 1466 278 131 1389 374 1015 951 296 124 147
internal_count=2991 2939 2815 1250 972 120 852 762 1565 673 1466 278 131 1389 374 1015 951 296 124 147
is_linear=0
shrinkage=0.16829


Tree=4938
num_leaves=25
num_cat=0
split_feature=1 2 12 124 2 2 2 0 0 0 160 15 4 0 12 13 42 51 132 52 52 159 43 1
split_gain=22.5535 4.64382 4.48717 2.99003 1.70307 1.39118 0.951949 0.94506 0.857015 0.918101 0.783241 0.732273 0.687282 0.899942 0.665896 0.63546 0.304358 0.268353 0.259997 0.239444 0.308364 0.226342 0.199606 0.166802
threshold=0.10320500000000002 0.12026500000000001 0.085075000000000026 -0.082389999999999977 0.17553000000000005 0.094765000000000016 -1.0000000180025095e-35 -0.081864999999999979 -0.029849999999999998 -0.12259499999999998 -0.53864499999999993 -0.075094999999999981 0.04105000000000001 -0.22480499999999998 0.10700500000000002 -0.062109999999999992 0.09087000000000002 -0.26677999999999996 0.093030000000000015 -0.091329999999999981 0.029970000000000007 0.087360000000000007 -0.0096349999999999977 0.077375000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 7 10 15 -3 9 -7 -5 -8 13 -12 16 -2 -4 -11 21 -19 -21 -15 -14 -10
right_child=1 4 14 5 -6 8 11 -9 23 17 12 -13 22 18 -16 -17 -18 19 -20 20 -22 -23 -24 -25
leaf_value=0.00076526972432796085 0.00073566869868301398 0.00036456425651395293 0.0015964551508631812 0.0019056901502978406 -3.8042785312839191e-05 0.0010333035479870793 0.00068307797880654117 0.0008352200804792678 0.00096821947688179868 0.0012529112124539216 0.0011255683551046774 0.0011403320934520219 0.0011139686556154711 0.001558299230056978 0.001033588556423828 0.00023907731974107509 0.0012913590271743773 0.0016743400637102516 0.0017498683550261713 0.0012799099842923508 0.0015320727699288223 0.0014117311287422452 0.0014012362254629237 0.001225598208903564
leaf_weight=65 54 98 88 60 63 62 92 89 62 56 56 66 52 1206 52 59 63 73 73 78 180 133 58 53
leaf_count=65 54 98 88 60 63 62 92 89 62 56 56 66 52 1206 52 59 63 73 73 78 180 133 58 53
internal_value=0 0.000794805 0.00098679 0.0014639 0.000430661 0.00148451 0.000708644 0.000588755 0.00134266 0.00140802 0.00153333 0.000874306 0.00151915 0.00153811 0.00135793 0.000476698 0.0014694 0.00146796 0.00155445 0.00150424 0.00145597 0.00154377 0.00126576 0.00108714
internal_weight=0 724 474 2267 250 2202 271 187 564 449 1638 158 1578 1468 203 113 151 387 1412 331 258 1339 110 115
internal_count=2991 724 474 2267 250 2202 271 187 564 449 1638 158 1578 1468 203 113 151 387 1412 331 258 1339 110 115
is_linear=0
shrinkage=0.0032998


Tree=4939
num_leaves=23
num_cat=0
split_feature=9 2 160 41 13 160 52 160 13 51 0 13 133 2 0 132 4 15 0 13 0 52
split_gain=0.482757 0.2999 0.435884 0.34158 0.317053 0.248674 0.406963 0.359183 0.227153 0.337588 0.30502 0.22894 0.216984 0.201001 0.484196 0.165852 0.230542 0.208319 0.164998 0.113472 0.112699 0.0765653
threshold=0.092410000000000006 0.094765000000000016 -0.53177999999999981 0.082980000000000012 0.24142000000000002 -0.08206999999999999 -0.047784999999999987 -0.077034999999999978 -0.089359999999999981 0.104925 -0.22163999999999998 -0.15747499999999998 0.12352500000000001 -0.0098549999999999974 -0.079794999999999991 0.0038750000000000004 0.070065000000000016 0.084630000000000025 -0.084914999999999977 -0.43902499999999994 -0.089949999999999988 0.037045000000000002
decision_type=2 2 2 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 -4 -7 11 10 -10 19 -12 14 -9 16 -15 -17 20 -3 21 -8
right_child=-2 3 5 -5 -6 7 18 13 9 -11 12 -13 -14 15 -16 17 -18 -19 -20 -21 -22 -23
leaf_value=0.018852832996387944 -0.011246617128965982 -0.0023458783938088154 -0.011415675803302553 -0.010360547134352348 -0.0086680209547254743 0.019418533799669867 0.0094383487090509057 0.010778298098801861 -0.006606386997809975 0.014561315027047151 0.0067515026643503902 -0.01026065532947262 -0.002447586159005268 0.0056599752338335587 -0.010278008817675847 0.0056450826835098139 0.015193140789921773 0.020698064684287708 0.010332235012974448 0.0076646536026078755 -0.0032837147223697357 0.00039368213071202119
leaf_weight=76 52 62 56 53 57 61 55 59 67 102 488 54 85 1131 65 52 77 53 88 66 80 52
leaf_count=76 52 62 56 53 57 61 55 59 67 102 488 54 85 1131 65 52 77 53 88 66 80 52
internal_value=0 0.00510097 0.00635415 0.00279042 0.00350275 0.00583382 0.00165209 0.00675662 0.00425549 0.00556269 0.00412573 -0.00106403 0.00538376 0.00621787 -0.000244794 0.00682958 0.00626912 0.0132604 0.0043197 0.00280177 0.00148066 0.0050596
internal_weight=0 2939 1905 1034 981 1829 331 1498 924 742 640 182 573 1437 124 1313 1208 105 275 128 187 107
internal_count=2991 2939 1905 1034 981 1829 331 1498 924 742 640 182 573 1437 124 1313 1208 105 275 128 187 107
is_linear=0
shrinkage=0.16829


Tree=4940
num_leaves=27
num_cat=0
split_feature=1 39 13 40 0 4 42 151 11 0 1 52 0 0 39 40 4 1455 0 15 0 13 50 4 123 52
split_gain=19.283 2.54798 4.76396 1.78363 1.5986 1.36049 1.11513 1.03584 1.0242 1.0529 0.958568 1.00213 0.68858 0.685028 0.642612 0.602912 0.462025 0.458186 0.457985 0.587116 0.301097 0.261756 0.292597 0.326947 0.218145 0.0606724
threshold=0.10575500000000002 0.087735000000000021 -0.10939499999999998 -0.034699999999999988 -0.10462499999999998 -0.076329999999999995 -0.013819999999999997 -0.063719999999999985 1.0000000180025095e-35 0.056895000000000008 0.09227500000000001 0.40431 -0.061204999999999989 -0.10594499999999998 0.086750000000000008 -0.084924999999999987 0.23355000000000001 0.093155000000000002 -0.050064999999999991 -0.092609999999999984 -0.15029999999999996 0.0040450000000000009 0.08956500000000002 -0.083389999999999978 0.088305000000000008 0.084285000000000013
decision_type=2 2 2 2 2 2 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 14 -2 8 -4 -8 9 21 12 13 16 -12 -1 -3 17 20 19 -9 -7 22 23 -5 -17 -23
right_child=1 15 6 5 -6 10 7 18 -10 -11 11 -13 -14 -15 -16 24 -18 -19 -20 -21 -22 25 -24 -25 -26 -27
leaf_value=0.00085748279766918289 0.00072075511282334074 0.00016946398967469049 0.0007555988785996941 0.0016266488813566826 -9.0547120676148313e-06 0.001697744922737921 0.00082656045537828776 0.00096937586003031798 0.0018727629006279687 0.0011013006840416876 0.0007298503397074927 0.0015632176704092472 0.0011583476340551774 0.0012078984905448968 0.0013208983368258973 0.00074166374410727454 0.0011521945363629673 0.0011816306279313897 0.001603727172460013 0.0014146631355028364 0.0014719606728880597 0.0013160242133794294 0.0017484030086676128 0.0014605765916508699 0.00045922964647234399 0.0014805284190270323
leaf_weight=73 73 56 65 287 59 72 52 52 102 61 52 54 94 90 60 54 53 57 57 88 849 52 99 248 69 61
leaf_count=73 73 56 65 287 59 72 52 52 102 61 52 54 94 90 60 54 53 57 57 88 849 52 99 248 69 61
internal_value=0 0.000787135 0.000920689 0.00143902 0.000394285 0.00146119 0.00114187 0.00124256 0.00155969 0.00152013 0.00139331 0.00117932 0.00143056 0.00103309 0.00106681 0.000454174 0.00145534 0.00147173 0.00135219 0.00124952 0.00148965 0.00155428 0.00158081 0.00154973 0.000583512 0.00140514
internal_weight=0 625 446 2364 132 2231 314 249 910 808 1321 196 1125 142 133 179 1031 978 197 140 921 747 634 535 123 113
internal_count=2989 625 446 2364 132 2231 314 249 910 808 1321 196 1125 142 133 179 1031 978 197 140 921 747 634 535 123 113
is_linear=0
shrinkage=0.0032998


Tree=4941
num_leaves=27
num_cat=0
split_feature=1 1 150 11 1 2 11 2 1 16 0 2 0 0 2 1456 0 16 2 43 402 15 16 0 42 16
split_gain=32.3683 5.96026 3.08524 2.77872 2.25817 1.72733 1.66796 2.11746 1.53399 1.48284 1.43286 1.15594 1.21027 1.02331 0.725564 0.632751 0.731937 0.689028 0.464518 0.559243 0.458248 0.410916 0.33288 0.273595 0.257215 0.0875918
threshold=0.10404000000000001 0.12381000000000002 0.075065000000000007 1.0000000180025095e-35 0.091725000000000015 0.092645000000000019 0.085990000000000011 0.10605000000000002 0.14860500000000001 0.062910000000000008 -0.05937499999999999 0.14253500000000002 -0.078924999999999981 -0.072374999999999981 0.12068000000000001 -0.22838999999999998 -0.10462499999999998 -0.43708999999999992 0.084665000000000004 -0.080859999999999974 0.026870000000000002 -0.050529999999999999 -0.092864999999999989 -0.080499999999999988 0.079890000000000017 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 10 13 7 25 11 -5 15 12 -3 23 24 -1 17 -17 20 -20 -18 -4 -19 -6 -12 -2
right_child=1 8 21 9 5 -7 -8 -9 -10 -11 14 -13 -14 -15 -16 16 18 22 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0023673973563201186 0.0016795760992635936 0.00073527990692854944 0.0011394616892229886 0.0021313452304614696 0.0018180456313554706 0.0012593211857786326 0.0020818750037209137 0.0011087067633677602 0.00034886553107904019 0.0028243836754331926 0.001736216160226769 0.0005591535630881338 0.0013436216402976436 0.0014398882590453208 0.0014238457078749088 0.002079973789334093 0.0020577945534042026 0.00145619231509304 0.0020797336895901049 0.0019221434732186252 0.0023197106913477096 0.00073284217562993945 0.0018186921155065035 0.002092098622908125 0.0020365543585489868 0.0018777752287728621
leaf_weight=54 57 63 57 82 83 81 61 99 69 58 84 68 83 57 64 62 318 55 427 608 98 53 59 83 53 53
leaf_count=54 57 63 57 82 83 81 61 99 69 58 84 68 83 57 64 62 318 55 427 608 98 53 59 83 53 53
internal_value=0 0.00114036 0.00141047 0.00196702 0.00193807 0.00167344 0.00160044 0.00145976 0.000777537 0.00241871 0.0019808 0.000915589 0.00108136 0.0018237 0.0017163 0.00201241 0.0020006 0.00179785 0.00202517 0.00198719 0.00211958 0.000943865 0.00164411 0.00195528 0.00185266 0.00177539
internal_weight=0 663 380 2326 2186 304 270 209 283 140 1882 214 146 223 201 1681 1627 176 1451 1035 416 110 114 166 137 110
internal_count=2989 663 380 2326 2186 304 270 209 283 140 1882 214 146 223 201 1681 1627 176 1451 1035 416 110 114 166 137 110
is_linear=0
shrinkage=0.0032998


Tree=4942
num_leaves=28
num_cat=0
split_feature=1 12 2 447 12 1 12 13 34 2 50 2 13 1 15 159 0 0 160 15 12 13 13 2 13 133 12
split_gain=19.8839 3.09573 3.61998 2.36039 1.57812 1.05451 1.53277 1.07563 0.926804 0.921224 0.745503 0.738468 0.562848 0.518138 0.457196 0.488783 0.46302 0.454935 0.450447 0.57015 0.394828 0.392628 0.35676 0.508718 0.283237 0.280563 0.155481
threshold=0.10575500000000002 0.087805000000000008 0.12068000000000001 0.086460000000000023 0.11878500000000002 0.091395000000000018 0.092475000000000016 -0.00027999999999999998 -0.023104999999999997 0.084745000000000015 0.076980000000000007 0.14870000000000003 -0.069749999999999993 0.11215000000000001 -0.12776499999999999 -0.013035 -0.09712999999999998 -0.05937499999999999 -0.063889999999999988 -0.10646499999999999 0.08598500000000002 -0.093619999999999995 -0.085744999999999988 0.078775000000000012 -0.081224999999999978 1.0000000180025095e-35 0.096055000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 12 4 5 9 7 24 -2 21 11 13 -3 -10 16 20 -11 -17 -15 -20 -16 -1 -23 -24 -7 26 -8
right_child=1 2 -4 -5 -6 6 25 -9 10 14 -12 -13 -14 18 15 17 -18 -19 19 -21 -22 22 23 -25 -26 -27 -28
leaf_value=0.0016568632395153157 2.5983576501710589e-05 0.00088499778533787535 0.00011820221400292431 0.00056141662419477 0.00074341384404967852 0.00051668957302102296 0.0015383722080103324 0.0011675976650542717 0.00019490610052213834 0.0016588762438907033 0.00081277220657364081 3.7976492666906501e-05 0.0012808507801952292 0.00077477484769571548 0.0015452532704997796 0.0012084633348351922 0.0012223632368353855 0.0010091233944781372 0.00017254448884942649 0.00064576313452867882 0.0012540936649202356 0.0011492093864567835 0.0012853218426090202 0.0015365662389664242 0.00084258175834098573 0.0011171739965378888 0.0012816073290710908
leaf_weight=57 68 69 53 60 72 58 57 87 59 53 52 55 93 64 76 883 55 148 52 60 163 73 187 171 60 52 52
leaf_count=57 68 69 53 60 72 58 57 87 59 53 52 55 93 64 76 883 55 148 52 60 163 73 187 171 60 52 52
internal_value=0 0.000546702 0.000867531 0.00120863 0.00122547 0.00124101 0.00107843 0.000888655 0.000378376 0.00127288 0.00044834 0.000382872 0.00111246 0.000463442 0.00122903 0.00121133 0.0014369 0.00117988 0.000553262 0.000426369 0.00134683 0.00139661 0.00136211 0.00140543 0.000682696 0.00131984 0.0014162
internal_weight=0 625 215 2364 2304 2232 366 205 410 1866 342 290 162 235 1378 1270 108 1031 176 112 239 488 431 358 118 161 109
internal_count=2989 625 215 2364 2304 2232 366 205 410 1866 342 290 162 235 1378 1270 108 1031 176 112 239 488 431 358 118 161 109
is_linear=0
shrinkage=0.0032998


Tree=4943
num_leaves=16
num_cat=0
split_feature=3 0 13 0 0 13 1 1456 15 3 4 1 1455 1186 0
split_gain=0.614539 0.673489 0.406119 0.453259 0.433873 0.356492 0.344532 0.461903 0.339293 0.323906 0.326989 0.301647 0.258134 0.132885 0.12494
threshold=-0.15755 0.10446500000000002 -0.14545999999999995 -0.105195 1.0000000180025095e-35 0.080625000000000016 0.091725000000000015 -0.0022699999999999994 -0.14051999999999998 -0.080054999999999987 -0.076164999999999997 0.090300000000000005 0.093155000000000002 -0.086894999999999986 0.10446500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 8 6 -1 11 -8 -2 -9 -11 12 13 -4 -7
right_child=1 -3 4 -5 -6 14 7 9 -10 10 -12 -13 -14 -15 -16
leaf_value=0.028109784944239359 0.01608169681091311 -0.0087020349526184433 0.015920645756312014 -0.010782344763738301 0.018958796451453722 0.0054493752379786283 0.018633185036221148 -0.0061776721584674643 -0.0013953525432591149 0.016637451738426356 0.0027814766926396992 0.01895358362631833 -0.0021753167806421972 0.0080057641235876196 0.016217207524648808
leaf_weight=54 53 80 63 74 91 53 55 101 77 54 459 73 69 1559 74
leaf_count=54 53 80 63 74 91 53 55 101 77 54 459 73 69 1559 74
internal_value=0 0.00650754 0.00695423 -0.000259832 0.00753801 0.0166321 0.00711011 0.00385321 0.00571609 0.00252634 0.0042435 0.00834427 0.00788521 0.00831429 0.0117377
internal_weight=0 2808 2728 204 2524 181 2433 669 130 614 513 1764 1691 1622 127
internal_count=2989 2808 2728 204 2524 181 2433 669 130 614 513 1764 1691 1622 127
is_linear=0
shrinkage=0.16829


Tree=4944
num_leaves=20
num_cat=0
split_feature=1 3 447 1 124 1 475 123 3 159 3 3 1444 3 3 42 160 3 1
split_gain=16.7215 3.69208 1.56122 1.22265 0.806696 0.791521 0.760454 0.700814 0.797789 0.643429 0.502281 0.549845 0.460785 0.505223 0.397071 0.392664 0.358464 0.257474 0.191394
threshold=0.10404000000000001 -0.063264999999999988 0.084630000000000011 0.14195000000000002 -0.027784999999999997 0.092755000000000018 -0.085684999999999997 0.081180000000000016 0.28833000000000003 0.11813500000000002 -0.16100499999999998 -0.084524999999999975 -0.069054999999999991 0.085880000000000012 0.10402500000000002 -0.09361499999999999 -0.082244999999999985 0.09722500000000002 0.12019000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 4 7 5 -1 16 8 14 12 -2 -12 -8 15 -3 -14 -6 -15 -9
right_child=1 3 -4 -5 6 -7 9 18 -10 -11 11 -13 13 17 -16 -17 -18 -19 -20
leaf_value=0.0013355684952742345 0.0013013559640152521 0.0006642416124395344 0.00081507558130945669 0.00021812331261820514 0.001366719038046189 0.00076531136896407139 0.0016262959486970326 0.00057976305267839015 0.00043552750097086381 0.00096370725883978951 0.00073599264390973639 0.0011326526861348699 0.0014771775464160479 0.00093813643241101358 0.0010247458528782126 0.0013189061178744944 0.0017123603444688302 0.0012523192199061931 0.00033006740854305553
leaf_weight=52 67 54 68 100 56 55 57 65 60 54 69 87 196 53 90 1586 84 65 71
leaf_count=52 67 54 68 100 56 55 57 65 60 54 69 87 196 53 90 1586 84 65 71
internal_value=0 0.000714867 0.00130906 0.000539399 0.00132392 0.00104277 0.00133789 0.000633789 0.000756364 0.00132141 0.00106092 0.000957433 0.00133126 0.00132239 0.000889801 0.00133633 0.00157436 0.0011115 0.000449666
internal_weight=0 663 2326 440 2258 107 2151 340 204 2011 223 156 1957 1900 144 1782 140 118 136
internal_count=2989 663 2326 440 2258 107 2151 340 204 2011 223 156 1957 1900 144 1782 140 118 136
is_linear=0
shrinkage=0.0032998


Tree=4945
num_leaves=25
num_cat=0
split_feature=12 4 12 4 150 13 43 12 48 16 51 49 160 4 151 11 43 4 13 15 49 403 4 13
split_gain=22.5107 5.38673 3.08798 2.9477 2.46193 1.70038 0.940755 0.938397 0.644171 0.592009 1.09088 0.558011 0.426637 0.613346 0.391219 0.389515 0.273173 0.592267 0.44081 0.19755 0.189979 0.198772 0.158219 0.075563
threshold=0.056995000000000011 0.31392000000000003 0.13642500000000005 0.27420500000000009 0.083435000000000023 -1.0000000180025095e-35 -0.049999999999999996 0.090285000000000018 0.087550000000000017 -0.061714999999999992 -0.092879999999999976 -0.073139999999999983 -0.43548999999999999 0.032770000000000001 -0.086379999999999985 1.0000000180025095e-35 -0.0092149999999999992 -0.076164999999999997 -0.070004999999999998 -0.065419999999999992 0.092020000000000005 -0.45015499999999992 0.50214500000000006 -0.071104999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 5 8 -5 14 -1 -7 -11 -6 -9 16 -2 20 18 -18 -14 23 21 -16 -8 -15
right_child=1 -3 -4 6 11 9 22 12 -10 10 -12 -13 13 19 15 -17 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00089473285137722759 0.0012884302340857607 0.00045325217470904103 0.00063966753828967099 0.00016557267113110651 0.00064370057005724705 0.0014874083534669755 0.00068531686174769127 0.0010710579179419469 0.00046369844832550207 0.0013800777578217658 0.00085041677344451525 0.00022241501164063968 0.0016442615318077419 0.0011818064573634343 0.0013126156017605241 0.0017390914665724923 0.0014888858647823899 0.0011845729545041943 0.0013960057365561237 0.0010392867044832729 0.0013045261829035247 0.0015161961559222691 0.00047054538379479667 0.0013623240628883252
leaf_weight=101 100 68 57 98 95 52 78 60 61 76 97 54 108 56 59 75 132 152 302 65 60 765 75 56
leaf_count=101 100 68 57 98 95 52 78 60 61 76 97 54 108 56 59 75 132 152 302 65 60 765 75 56
internal_value=0 0.00136771 0.00139807 0.000713883 0.000852143 0.000990998 0.000418495 0.00141978 0.000732647 0.00117685 0.0010833 0.000491256 0.00134296 0.00136165 0.00148727 0.00150797 0.00140615 0.00132614 0.00146149 0.00118698 0.00148832 0.00150166 0.000580267 0.00127238
internal_weight=0 2115 2047 787 536 387 251 1990 162 225 173 149 931 871 1059 959 694 284 410 177 884 824 153 112
internal_count=2902 2115 2047 787 536 387 251 1990 162 225 173 149 931 871 1059 959 694 284 410 177 884 824 153 112
is_linear=0
shrinkage=0.0032998


Tree=4946
num_leaves=23
num_cat=0
split_feature=3 148 34 3 2 4 52 402 151 3 12 132 3 475 151 12 52 157 157 475 12 2
split_gain=0.560562 0.450048 0.333795 0.339706 0.278866 0.267419 0.244832 0.239263 0.223867 0.340415 0.390585 0.40309 0.380832 0.258956 0.216772 0.339147 0.298557 0.212687 0.44932 0.188946 0.16088 0.13462
threshold=-0.046079999999999989 -0.078369999999999981 -0.066379999999999981 -0.017704999999999995 -0.084369999999999987 0.42642000000000008 0.15119000000000002 0.13027000000000002 0.084350000000000008 -0.11749 0.095920000000000019 0.08018500000000002 -0.16574499999999995 -0.082239999999999994 -0.010059999999999998 -0.053404999999999987 -0.047784999999999987 -0.08577499999999999 -0.066084999999999991 -0.017224999999999997 0.083400000000000016 0.13154000000000002
decision_type=2 2 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 14 8 9 10 11 12 -6 17 15 -5 -16 -11 -19 -15 -21 -7
right_child=1 2 3 5 7 21 -8 -9 -10 13 -12 -13 -14 19 16 -17 -18 18 -20 20 -22 -23
leaf_value=0.020581835808239701 -0.011208419963004153 -0.0047785315811949914 -0.0048092713039018416 0.002971533682068287 0.003312606354812655 0.021336707482938217 -0.0046984842849947753 0.018565756343197213 0.018718806751440796 0.0067469071021420187 0.012637347070007316 0.0099601784686400262 -0.015632912980098543 -0.00038261471239652993 -0.0011021099989607466 0.021070711792634634 0.010004604307559893 0.030961913358015326 0.0089833629179016713 0.017710928505653225 0.0083199270500405476 0.0093609162058227984
leaf_weight=58 53 89 70 52 53 52 55 68 58 54 73 55 69 68 132 68 142 52 54 54 1417 56
leaf_count=58 53 89 70 52 53 52 55 68 58 54 73 55 69 68 132 68 142 52 54 54 1417 56
internal_value=0 0.00374516 0.00485457 0.00622481 0.00904954 0.00761472 0.00579975 0.00872633 0.00839206 0.00808383 0.00227612 -0.001987 -0.00738776 0.00893735 0.0072698 0.0132427 0.00464737 0.015394 0.0197822 0.00826492 0.00866589 0.0151437
internal_weight=0 769 716 627 2133 557 449 2075 2007 1949 250 177 122 1699 394 120 274 160 106 1539 1471 108
internal_count=2902 769 716 627 2133 557 449 2075 2007 1949 250 177 122 1699 394 120 274 160 106 1539 1471 108
is_linear=0
shrinkage=0.16829


Tree=4947
num_leaves=18
num_cat=0
split_feature=1 457 34 12 1375 457 160 1456 12 12 4 4 1 1 2 3 4
split_gain=0.426216 0.313493 0.302258 0.309266 0.293401 0.423695 0.277016 0.243475 0.231731 0.35982 0.270999 0.309755 0.251195 0.193919 0.147773 0.142126 0.166268
threshold=0.11883500000000001 0.041935000000000007 -0.023104999999999997 -0.093719999999999984 -0.062154999999999995 0.086205000000000018 -0.53327999999999987 0.090855000000000019 -0.086254999999999984 -0.042789999999999988 0.082475000000000007 0.058025000000000007 0.10723500000000001 0.09803000000000002 0.092385000000000009 -0.057749999999999989 0.13995000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 -4 -3 -6 -1 8 13 -10 11 -11 -12 -8 -7 -5 -17
right_child=2 4 3 15 5 14 7 -9 9 10 12 -13 -14 -15 -16 16 -18
leaf_value=-0.0016900438451952608 -0.010968058300352008 -0.0095831112202871792 0.01433340375922894 0.0063649826881857626 -0.0044559127878258655 0.018014367124767693 0.0078155220690782692 -0.00089782109629987122 0.022665932852395518 0.0086934832366385283 -0.0013384174637014205 0.021116149423771154 0.012377801576723016 -0.0065796479724439536 0.0052637879352393988 -0.0082013061371451999 0.0024001420821663645
leaf_weight=85 52 54 55 77 83 52 54 82 52 1734 138 59 52 52 52 76 93
leaf_count=85 52 54 55 77 83 52 54 82 52 1734 138 59 52 52 52 76 93
internal_value=0 0.00711796 0.000872566 0.00292409 0.00133336 0.00449531 0.00772121 0.00808187 0.00842663 0.0088263 0.00846248 0.00910326 0.00240604 0.000736792 0.0116564 0.000365925 -0.00235674
internal_weight=0 2549 353 301 241 187 2308 2223 2141 2035 1983 1793 190 106 104 246 169
internal_count=2902 2549 353 301 241 187 2308 2223 2141 2035 1983 1793 190 106 104 246 169
is_linear=0
shrinkage=0.16829


Tree=4948
num_leaves=28
num_cat=0
split_feature=3 3 43 14 3 133 52 39 3 43 11 11 43 52 43 3 51 51 52 130 3 43 3 133 52 3 43
split_gain=10.285 2.71101 2.97005 1.10926 0.828177 2.54733 0.742882 0.729994 0.64547 0.587724 0.538866 0.988404 0.50173 0.439763 0.362344 0.334218 0.32974 0.285829 0.233986 0.202333 0.189479 0.178126 0.143007 0.124291 0.109187 0.0437589 0.0056138
threshold=-0.063569999999999974 0.28833000000000003 -0.035884999999999993 0.073890000000000011 -0.097574999999999981 -0.0043399999999999992 -0.082894999999999983 0.089030000000000012 0.088880000000000015 -0.086874999999999994 0.090715000000000004 0.077905000000000016 0.060690000000000008 -0.15201999999999996 -0.14074499999999998 -0.13117499999999996 -0.20636999999999997 -0.085594999999999991 0.01787 0.090740000000000015 -0.010434999999999998 0.0066850000000000008 -0.010724999999999998 -0.44221499999999997 -0.0092149999999999992 0.11878500000000002 -0.18906999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 5 -1 13 9 21 -2 11 15 14 -4 -6 -7 -16 -18 25 -19 -9 -8 -11 -14 -3 -10 -17
right_child=1 24 6 -5 12 10 8 20 18 22 -12 -13 23 -15 16 26 17 19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00050169012360552529 0.0011111410216614781 0.00027757031245711041 0.0011178036135862323 0.001670836593876363 0.0010493583539825542 0.00099220829516163305 0.0012947621936790104 0.00060184009902947936 0.00070260192902768331 0.00056236748661214146 0.00095358318624507224 0.0016803066992930817 0.0012177335794677274 0.001526338076060371 0.0011265018046610917 0.0012573532871860188 0.0015134984931648215 0.0013283819532342058 0.0010470695430131155 0.0011191828307226047 0.00035805850363888208 0.0010588469984244206 0.00080397621384533594 0.0010387801023434937 0.00047605428986660197 0.00084350020318044324 0.0013301447940081263
leaf_weight=62 52 53 59 73 58 64 68 82 53 55 59 59 83 58 93 59 91 1138 52 55 62 78 55 97 74 54 56
leaf_count=62 52 53 59 73 58 64 68 82 53 55 59 59 83 58 93 59 91 1138 52 55 62 78 55 97 74 54 56
internal_value=0 0.000838857 0.000916501 0.00126993 0.00125509 0.00111101 0.00109611 0.000668692 0.00100987 0.00082098 0.00123809 0.00130848 0.00128709 0.00132063 0.00130784 0.00118572 0.0013187 0.0013326 0.000863553 0.00131877 0.000497123 0.00116897 0.000683492 0.00112149 0.0003935 0.000774039 0.00129311
internal_weight=0 855 728 2047 1974 359 422 306 305 162 297 238 1615 117 1435 179 1377 1284 159 1193 144 146 110 180 127 107 115
internal_count=2902 855 728 2047 1974 359 422 306 305 162 297 238 1615 117 1435 179 1377 1284 159 1193 144 146 110 180 127 107 115
is_linear=0
shrinkage=0.0032998


Tree=4949
num_leaves=14
num_cat=0
split_feature=39 97 1429 16 43 1 15 1 16 16 14 16 43
split_gain=0.401558 0.28718 0.227167 0.261859 0.462329 0.307592 1.03195 0.360047 0.271737 0.360541 0.253868 0.204425 0.111219
threshold=0.12081000000000001 -0.0047149999999999996 -0.09168999999999998 0.19384500000000002 -0.50182499999999985 0.081720000000000015 -0.050004999999999994 0.10398500000000001 0.10923000000000001 0.062910000000000008 -0.23083499999999998 0.41476000000000007 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 11 -7 9 10 -6 -5 -9
right_child=-2 2 3 5 8 7 -8 12 -10 -11 -12 -13 -14
leaf_value=-0.0041417804003326926 -0.0080925682473970365 0.016856567640540696 0.021451214566703035 -0.00095754285079795707 0.016478074587769849 0.014526168613819482 -0.022756011502886479 -0.0051924370927964175 0.01648666111881596 -0.0070750580039511202 0.0063648597322515689 0.013534612799405103 0.0056627474885616617
leaf_weight=71 55 61 62 57 73 90 52 55 78 55 2088 53 52
leaf_count=71 55 61 62 57 73 90 52 55 78 55 2088 53 52
internal_value=0 0.00641131 0.00668186 0.0064526 0.0070981 0.00221136 -0.00321332 0.00668139 0.0067094 0.00636444 0.00670732 0.00600871 6.61892e-05
internal_weight=0 2847 2776 2715 2356 359 162 197 2294 2216 2161 110 107
internal_count=2902 2847 2776 2715 2356 359 162 197 2294 2216 2161 110 107
is_linear=0
shrinkage=0.16829


Tree=4950
num_leaves=23
num_cat=0
split_feature=4 4 401 9 4 12 13 13 12 13 43 13 1454 43 43 43 401 484 12 43 160 4
split_gain=0.569289 0.378949 0.320198 0.288993 0.286873 0.370511 0.551245 0.285204 0.261288 0.237106 0.289798 0.206029 0.193619 0.181109 0.254931 0.381595 0.403257 0.33595 0.2041 0.198593 0.16232 0.111926
threshold=0.043640000000000005 0.016670000000000001 0.085625000000000021 0.037245000000000007 0.055765000000000002 0.098785000000000012 -0.15941999999999998 -0.05171499999999999 0.090045000000000014 -1.0000000180025095e-35 -0.081744999999999984 0.0024700000000000004 0.096235000000000015 0.058415000000000009 -0.0093249999999999982 -0.013164999999999998 0.080265000000000017 0.065750000000000017 0.091585000000000014 0.16744000000000003 -0.023379999999999995 -0.068809999999999996
decision_type=2 2 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 -2 6 -6 -7 9 10 -8 -11 13 14 15 16 -1 20 19 -15 -16 -20
right_child=2 -3 -4 -5 5 7 8 -9 -10 11 -12 -13 -14 18 17 -17 -18 -19 21 -21 -22 -23
leaf_value=0.0070935231696831877 -0.0096815560914301404 0.019463133496896205 -0.011176698345325387 0.018164255897219282 0.020076040232545472 -0.01451768764120245 0.0067138914480393544 0.0015549632642218503 0.012624153944330564 0.011569684821528438 -0.0066095276931966308 -0.0016850469517331987 -0.0041366024588028955 0.012615972230782131 0.012860495256313071 0.018037015802730795 -0.0036553694528870906 -0.0087985998988055775 0.020168184052610838 -0.0015540504963384488 0.0030269352142890497 0.010126165012951393
leaf_weight=1040 54 62 56 55 62 52 68 78 68 88 144 53 54 53 53 81 109 65 62 59 476 66
leaf_count=1040 54 62 56 55 62 52 68 78 68 88 144 53 54 53 53 81 109 65 62 59 476 66
internal_value=0 0.00647679 0.00104098 0.00610543 0.00206944 0.00310753 0.0052558 -0.00486028 0.00306898 0.00122323 -0.0023275 0.00657467 0.00579144 0.00605206 0.00547815 0.00686165 0.00607226 0.0026103 0.0104063 0.00513537 0.00401555 0.0150043
internal_weight=0 2235 723 2173 667 613 483 130 421 353 212 141 2118 2064 1824 1230 1149 594 240 112 529 128
internal_count=2958 2235 723 2173 667 613 483 130 421 353 212 141 2118 2064 1824 1230 1149 594 240 112 529 128
is_linear=0
shrinkage=0.16829


Tree=4951
num_leaves=14
num_cat=0
split_feature=3 2 1429 15 13 14 15 34 52 457 457 151 16
split_gain=0.429169 0.287635 0.28409 0.63984 0.277671 0.273074 0.240895 0.309987 0.221525 0.19847 0.279565 0.245653 0.185727
threshold=0.35004500000000011 0.13881000000000002 0.026145000000000005 -0.0070899999999999991 -0.078924999999999981 -0.10523499999999998 -0.41956999999999994 -0.016844999999999995 -0.015824999999999995 0.08351500000000002 0.10284000000000001 0.084350000000000008 -0.018754999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 8 -1 -7 -8 -4 11 -11 -9 -3
right_child=-2 12 3 -5 -6 6 7 9 -10 10 -12 -13 -14
leaf_value=0.015792641043109928 -0.0081082148321517753 0.0020770793820669466 -0.0054044521376766987 -0.012920440191211953 0.014557412096260212 -0.0039250754744253498 0.016610632291456359 0.0053601905323512828 0.0082296671423466878 -0.0052678464170631814 0.00960920960332751 0.016578930115862842 -0.010432966257710216
leaf_weight=72 77 86 74 79 60 78 70 2025 62 110 53 57 55
leaf_count=72 77 86 74 79 60 78 70 2025 62 110 53 57 55
internal_value=0 0.00461448 0.00499617 -0.000127867 0.00501916 0.00556854 0.00526017 0.00557043 0.000797892 0.00522539 -0.000419499 0.00566819 -0.00278998
internal_weight=0 2881 2740 275 196 2465 2393 2315 136 2245 163 2082 141
internal_count=2958 2881 2740 275 196 2465 2393 2315 136 2245 163 2082 141
is_linear=0
shrinkage=0.16829


Tree=4952
num_leaves=12
num_cat=0
split_feature=3 9 30 149 457 457 0 50 151 457 0
split_gain=0.316789 0.310301 0.234833 0.260553 0.256619 0.304007 0.240508 0.208452 0.155192 0.247378 0.0883475
threshold=0.28833000000000003 0.091655000000000014 0.086220000000000019 0.078645000000000007 0.084740000000000024 0.041025000000000006 -0.23066499999999998 -0.23771499999999998 -0.080604999999999996 0.09112000000000002 -0.12851999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 9 -6 -2
right_child=10 -3 -4 -5 8 -7 7 -9 -10 -11 -12
leaf_value=0.014596789795487029 -0.0091501433222166192 0.016825582560602959 -0.0069854021093348146 0.014989675201241663 -0.0070007568366410988 0.015285051628479068 0.011430010071318797 0.0032077251544112011 -0.0099813809896543548 0.0092579005073096781 -0.00033783573724610968
leaf_weight=57 62 52 57 59 54 67 91 2283 56 52 68
leaf_count=57 62 52 57 59 54 67 91 2283 56 52 68
internal_value=0 0.0039358 0.0036937 0.00391823 0.00367199 0.00409322 0.00378403 0.00352366 -0.00281227 0.000958239 -0.00455445
internal_weight=0 2828 2776 2719 2660 2498 2431 2374 162 106 130
internal_count=2958 2828 2776 2719 2660 2498 2431 2374 162 106 130
is_linear=0
shrinkage=0.16829


Tree=4953
num_leaves=19
num_cat=0
split_feature=1 4 2 12 4 12 13 12 12 4 16 14 4 1 15 2 4 13
split_gain=18.6415 3.33882 2.69311 2.44262 1.38218 1.13435 0.772117 1.18825 0.702984 0.659706 0.640484 0.6131 0.43842 0.392667 0.385504 0.308278 0.278724 0.211055
threshold=0.10921500000000002 0.31392000000000003 0.14870000000000003 0.085075000000000026 0.043640000000000005 -0.083219999999999988 -0.08620499999999999 -0.079404999999999989 0.10052500000000002 -0.4950449999999999 -0.43279999999999996 0.073890000000000011 -0.14088999999999999 0.092845000000000025 -0.063834999999999989 0.097005000000000022 0.40318000000000004 -0.074349999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 5 -1 -2 -8 -5 15 -6 12 -11 -14 17 -7 -9 -12
right_child=2 -3 -4 8 10 9 7 16 -10 11 14 -13 13 -15 -16 -17 -18 -19
leaf_value=0.00096599590829080789 0.00076485068913277957 0.00050144184050218731 9.7070920351683852e-05 0.0012619666415157893 0.0012997402028393553 0.0017535603680446108 6.0254085082929691e-05 0.00076890772392020795 0.00081817345209631877 0.0010840244328001207 0.00089758104069149016 0.001599801394854368 0.0013386009023882786 0.0011671152605140446 0.00074482203817558522 0.0014191568570835721 0.00045389363166577668 0.0011637704521766374
leaf_weight=94 98 60 97 77 99 57 70 57 80 91 53 84 1491 165 58 68 68 91
leaf_count=94 98 60 97 77 99 57 70 57 80 91 53 84 1491 165 58 68 68 91
internal_value=0 0.00127107 0.000596194 0.000703705 0.00129069 0.00132143 0.000525499 0.00040503 0.00103605 0.00133849 0.00108124 0.00132254 0.00130918 0.00132154 0.000973985 0.00157193 0.000597822 0.00106604
internal_weight=0 2411 547 450 2351 2050 293 195 157 1956 301 1831 1747 1656 202 125 125 144
internal_count=2958 2411 547 450 2351 2050 293 195 157 1956 301 1831 1747 1656 202 125 125 144
is_linear=0
shrinkage=0.0032998


Tree=4954
num_leaves=20
num_cat=0
split_feature=4 150 15 4 41 160 41 43 0 13 52 12 160 42 12 47 12 13 2
split_gain=0.432852 0.24787 0.430529 0.240166 0.227646 0.310555 0.213063 0.375557 0.238457 0.401808 0.354807 0.314886 0.248372 0.191405 0.208312 0.223272 0.16205 0.135844 0.0814364
threshold=0.043640000000000005 0.11819500000000001 -0.043134999999999993 0.016670000000000001 0.082560000000000008 0.086620000000000016 0.081500000000000017 -0.23538999999999996 0.13304000000000002 0.056735000000000001 -0.41694999999999993 0.10621000000000001 0.094750000000000015 0.094640000000000016 -0.082039999999999988 0.10783500000000001 0.096055000000000015 0.24659500000000004 0.10301500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 5 13 7 17 9 11 -11 12 -9 14 -2 -16 -12 -1 -4
right_child=1 -3 18 -5 -6 -7 -8 8 -10 10 16 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=0.019126159804250063 -0.011176797326086244 0.011471118263825953 -0.0056850864666280329 0.01535661530982952 0.011495176193232504 0.01017214512843006 -0.0058035827054591736 0.003826590216583348 0.015654355609569383 0.007025348767615484 -0.016122602510041339 0.016625820796569588 0.011571282556687455 0.004955895727664892 0.0014882746628008142 -0.010549970936569059 -0.0030920782660213554 0.0084111998526062593 -0.014837959491385598
leaf_weight=65 77 52 58 62 56 75 53 1578 52 56 53 62 127 98 197 56 56 71 54
leaf_count=65 77 52 58 62 56 75 53 1578 52 56 53 62 127 98 197 56 56 71 54
internal_value=0 0.000276086 -0.00058881 0.00501593 0.00131645 0.000179656 0.00472006 0.004984 0.00439622 0.00409227 -0.00384385 0.00483436 0.00440452 -0.00156717 -0.00350976 -0.00116922 -0.0094445 0.0135455 -0.0101141
internal_weight=0 723 671 2235 559 503 2173 2120 1984 1932 165 1767 1705 428 330 253 109 136 112
internal_count=2958 723 671 2235 559 503 2173 2120 1984 1932 165 1767 1705 428 330 253 109 136 112
is_linear=0
shrinkage=0.16829


Tree=4955
num_leaves=28
num_cat=0
split_feature=4 12 150 15 12 13 52 51 52 15 150 11 16 4 52 12 16 42 157 4 132 42 52 52 16 42 15
split_gain=12.0997 3.9419 2.61747 1.45299 1.20682 0.987968 1.49385 1.01793 1.16094 0.85326 0.620534 0.599427 0.596948 0.569068 0.499799 0.427004 0.413459 0.473587 0.43349 0.254579 0.244429 0.199829 0.192061 0.477476 0.287006 0.135449 0.0874968
threshold=0.27998000000000006 0.056995000000000011 0.083435000000000023 -0.41725999999999991 0.090285000000000018 -1.0000000180025095e-35 -0.0094049999999999984 0.031805000000000007 -0.087094999999999992 0.13248000000000001 0.082590000000000011 1.0000000180025095e-35 -0.008454999999999999 -0.011209999999999999 -0.53473999999999988 0.083785000000000012 0.19384500000000002 0.087005000000000013 -0.061169999999999995 0.51395000000000002 -0.020604999999999995 0.085585000000000008 0.08869500000000001 0.13378000000000004 -0.094469999999999985 0.079335000000000003 -0.056634999999999991
decision_type=2 2 2 2 2 2 2 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 19 11 6 -1 8 -7 14 -5 12 15 -4 -6 -3 18 -18 -16 -2 -20 25 24 -24 -17 -14 -23
right_child=3 4 13 10 9 7 -8 -9 -10 -11 -12 -13 21 -15 16 22 17 -19 20 -21 -22 26 23 -25 -26 -27 -28
leaf_value=0.00043614928461368563 0.00074073451482001577 0.0015041938873904816 0.00070632658406835755 -2.1820613251188464e-06 0.0013035841648239492 0.0012862884579074622 0.0010657099770414891 0.0014750470390090594 0.00073511496299516336 0.00066529321358490049 0.00042346579330202394 0.0015159691498316905 0.0010179225157882206 0.00027244314649723316 0.00079832388973140908 0.0010610768409952389 0.00068771983440922774 0.0010571260486372969 0.00095671571306977035 0.00049024067737085696 0.0011403385971198519 0.00085520743303128626 0.00097680021933119936 0.0013175708326407867 0.0012919832192309973 0.001237603761024355 0.001040146703437622
leaf_weight=79 85 65 53 91 101 73 86 59 98 57 63 70 54 88 52 71 66 91 95 95 562 52 102 82 399 80 70
leaf_count=79 85 65 53 91 101 73 86 59 98 57 63 70 54 88 52 71 66 91 95 95 562 52 102 82 399 80 70
internal_value=0 0.00107463 0.000822195 0.000407336 0.00114 0.00096004 0.000764497 0.00110017 0.000970617 0.00105923 0.000171718 0.00121912 0.00119777 0.000435784 0.00108242 0.00124677 0.00105658 0.000902059 0.00109075 0.000608725 0.00111384 0.00106001 0.00122113 0.00112886 0.00125718 0.00114934 0.000961609
internal_weight=0 2605 536 334 2069 395 165 230 171 1024 154 1045 975 141 967 719 866 157 709 180 657 256 654 184 470 134 122
internal_count=2939 2605 536 334 2069 395 165 230 171 1024 154 1045 975 141 967 719 866 157 709 180 657 256 654 184 470 134 122
is_linear=0
shrinkage=0.0032998


Tree=4956
num_leaves=23
num_cat=0
split_feature=45 2 2 2 1455 402 402 1 16 1 12 16 1213 1 12 3 15 151 1 483 151 12
split_gain=0.545611 0.469916 0.324879 0.381199 0.345247 0.245382 0.313845 0.234671 0.456816 0.997296 0.278016 0.481891 0.184685 0.408626 0.358602 0.388692 0.181707 0.160159 0.204755 0.155534 0.132472 0.0657128
threshold=1.0000000180025095e-35 0.25063000000000007 0.08647500000000001 0.086985000000000021 0.077610000000000012 0.081585000000000019 0.10235500000000002 0.092845000000000025 0.51381500000000013 0.10877000000000002 0.082595000000000016 -0.0087049999999999992 -0.086579999999999976 0.082295000000000021 0.086260000000000017 -0.082474999999999979 -0.076194999999999999 -0.019324999999999998 0.090820000000000012 -0.06717999999999999 -0.084874999999999992 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 5 -4 7 12 -7 10 9 -9 11 -5 -1 14 15 -14 -12 20 -19 -6 -15 -8
right_child=-2 -3 3 4 19 6 21 8 -10 -11 16 -13 13 17 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=-0.0027178012897259478 0.020435585381763502 -0.011903641141574668 -0.011774091888681429 0.019270095636391163 0.0041840565776289388 0.020562220412181819 0.0017276945953788657 -0.016823079631035895 0.0093633386487820807 0.0023568399293179151 0.00587237961496176 0.00053765821008275913 0.010034334625944838 0.0029788844678614603 0.0020546824231110431 0.026597305940853713 0.00054161418909752295 -0.0010391311592034948 0.0063613512641485714 0.016286575846990302 -0.0087394855177675649 0.010156866698074868
leaf_weight=85 54 56 54 77 53 68 54 117 88 223 255 79 144 55 94 56 628 147 375 71 54 52
leaf_count=85 54 56 54 77 53 68 54 117 88 223 255 79 144 55 94 56 628 147 375 71 54 52
internal_value=0 0.00335454 0.00365721 0.00212547 0.00259836 0.00578383 0.011628 0.00187614 -0.00143729 -0.00423802 0.00324278 0.00979531 0.00477523 0.00546572 0.0106501 0.014681 0.00208311 0.00304733 0.00427387 0.0111282 -0.00281006 0.00587971
internal_weight=0 2885 2829 1645 1591 1184 174 1467 428 340 1039 156 1010 925 294 200 883 631 522 124 109 106
internal_count=2939 2885 2829 1645 1591 1184 174 1467 428 340 1039 156 1010 925 294 200 883 631 522 124 109 106
is_linear=0
shrinkage=0.16829


Tree=4957
num_leaves=28
num_cat=0
split_feature=4 12 10 4 12 14 12 4 42 10 11 11 12 402 15 15 482 4 51 12 13 15 47 15 160 4 4
split_gain=21.8969 6.32907 2.09061 2.07123 1.75576 1.32294 1.1863 1.14443 0.791223 0.663292 0.604846 0.511449 0.451235 0.394608 0.391384 0.503248 0.292527 0.276552 0.274607 0.450291 0.269387 0.272112 0.216494 0.105012 0.0991584 0.0985097 0.0670293
threshold=0.27998000000000006 0.056995000000000011 -1.0000000180025095e-35 -0.15366499999999997 0.091290000000000024 -0.45687499999999998 0.13642500000000005 -0.0060699999999999999 -0.0022699999999999999 -1.0000000180025095e-35 1.0000000180025095e-35 0.080455000000000013 -0.041014999999999989 0.10872000000000002 0.078925000000000009 -0.044884999999999994 0.089640000000000011 -0.027724999999999996 -0.08860999999999998 0.083610000000000004 0.053700000000000005 0.091060000000000016 0.077735000000000012 -0.26361999999999991 -1.0000000180025095e-35 -0.025824999999999997 0.0063750000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 24 10 -2 11 25 -9 -7 13 14 -11 16 15 17 18 -6 -3 -20 21 -16 26 -14 -4 -5 -10
right_child=5 4 3 7 6 9 -8 8 22 12 -12 -13 23 -15 20 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00063059466573562846 0.001005761418359011 0.0013850087094149225 0.001697139974472709 0.00092477079177614183 0.0016250841040499162 0.00013914099389073146 0.00096749721207030576 0.0015508061685441928 0.0011012340085489608 0.00035531944570354503 0.0019217962150388786 0.0017029882167604153 0.00078102449972029667 0.001850949337694274 0.001763380796782683 0.0011261980066583953 0.001345023371163809 0.001372269503000614 0.0019006954328820447 0.0015964608705228255 0.0013425460707657201 0.0015072151753042914 0.0012755375718894665 0.00058716648086546861 0.001498817843454366 0.00072875250689135966 0.00092568200194819718
leaf_weight=77 59 62 54 56 60 56 57 60 52 86 71 87 52 68 58 81 53 258 58 828 85 243 54 81 69 62 52
leaf_count=77 59 62 54 56 60 56 57 60 52 86 71 87 52 68 58 81 53 258 58 828 85 243 54 81 69 62 52
internal_value=0 0.00145451 0.0011347 0.00121919 0.00153734 0.000556898 0.00143054 0.00108474 0.00122676 0.000460468 0.00162435 0.00146077 0.000542473 0.00160456 0.00143388 0.00136051 0.00158778 0.00142008 0.00160132 0.00161642 0.00150963 0.00155669 0.00110348 0.000663225 0.00158617 0.000822077 0.0010138
internal_weight=0 2605 536 459 2069 334 929 336 218 275 1140 872 219 1069 785 399 1001 318 948 886 386 301 158 133 123 118 104
internal_count=2939 2605 536 459 2069 334 929 336 218 275 1140 872 219 1069 785 399 1001 318 948 886 386 301 158 133 123 118 104
is_linear=0
shrinkage=0.0032998


Tree=4958
num_leaves=30
num_cat=0
split_feature=4 12 13 2 2 2 12 51 4 11 4 2 2 4 12 40 0 43 43 48 2 13 50 4 51 12 133 4 12
split_gain=57.0073 15.8283 6.40204 4.59945 3.25549 2.97417 2.90142 2.02558 1.51825 1.41177 0.98601 0.995889 0.860004 0.720516 0.70795 0.907851 0.705924 0.547858 0.728685 0.4772 0.437504 0.413405 0.351898 0.280575 0.272885 0.231467 0.218261 0.168002 0.0397508
threshold=0.27998000000000006 0.056995000000000011 -0.00027999999999999998 0.13270000000000001 0.10859000000000001 0.14019000000000004 0.090285000000000018 0.087530000000000011 -0.0029949999999999998 1.0000000180025095e-35 -0.15366499999999997 0.086365000000000011 0.086545000000000025 0.032770000000000001 -1.0000000180025095e-35 -0.076514999999999986 -0.076384999999999995 -0.08237499999999999 0.071345000000000006 0.0046200000000000008 0.11504500000000002 -0.011954999999999999 0.11028500000000001 -0.080584999999999976 -0.014214999999999998 0.083785000000000012 0.097995000000000013 -0.084854999999999986 0.096265000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 10 14 9 8 21 12 -4 -12 24 16 15 -2 22 -18 -19 23 -16 -1 27 -14 -3 -26 28 -8 -15
right_child=5 3 4 -5 -6 -7 13 -9 -10 -11 11 -13 19 26 20 -17 17 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=0.00093384416366432566 0.00053021668590716746 0.0018032393350940288 0.00201748865541367 0.00086206386255600616 0.00090676456416658238 -0.00032485981733530565 0.0020565372059387285 0.00031148025945441546 0.0013399588973077921 0.0024236595037894965 0.0018688775273230174 0.0013015917975119533 0.0016527948465090403 0.001533987436998575 0.00074352959138443029 -6.9774110091275966e-05 0.0014130184553499798 0.0017923367221398564 0.0013734720865395806 0.0015525337638780574 0.00038198320761632351 0.00051738107453110104 0.0016310258965786858 0.0019105297880785677 0.0022402015857757467 0.0020200537246494706 0.0013485523989310993 0.0018662991557505803 0.0016690553164391408
leaf_weight=52 52 58 79 53 71 77 69 68 75 70 61 77 57 57 74 58 78 278 55 62 73 53 62 303 63 432 55 254 63
leaf_count=52 52 58 79 53 71 77 69 68 75 70 61 77 57 57 74 58 78 278 55 62 73 53 62 303 63 432 55 254 63
internal_value=0 0.00169191 0.00118636 0.00182286 0.00152115 0.000243761 0.0018481 0.000797437 0.000980825 0.001969 0.00172201 0.0015526 0.00193633 0.00171795 0.000414263 0.000213538 0.00176039 0.00166447 0.00172326 0.00182329 0.000564226 0.000723965 0.00186269 0.00186982 0.00202252 0.00204814 0.00152473 0.00190705 0.00160519
internal_weight=0 2605 536 2069 288 334 2016 248 180 1045 217 138 975 971 257 110 796 411 333 422 147 105 385 360 553 495 175 323 120
internal_count=2939 2605 536 2069 288 334 2016 248 180 1045 217 138 975 971 257 110 796 411 333 422 147 105 385 360 553 495 175 323 120
is_linear=0
shrinkage=0.0032998


Tree=4959
num_leaves=18
num_cat=0
split_feature=10 0 2 1211 2 159 159 0 156 3 159 2 3 3 12 159 3
split_gain=0.424833 0.449861 0.357525 0.260061 0.290748 0.23066 0.2247 0.311167 0.211114 0.280973 0.21938 0.233081 0.208161 0.330522 0.590809 0.252628 0.0777811
threshold=-1.0000000180025095e-35 -0.068669999999999995 0.08647500000000001 1.0000000180025095e-35 0.086985000000000021 -0.40873999999999994 0.10960000000000002 -0.14755499999999996 0.088735000000000022 -0.10175499999999998 0.0043550000000000004 -0.0098549999999999974 -0.16100499999999998 -0.097574999999999981 0.090535000000000018 0.011235000000000002 -0.24190499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 7 -2 9 -9 11 -11 16 14 -14 -15 -7
right_child=2 -3 3 -5 5 12 -8 8 -10 10 -12 -13 13 15 -16 -17 -18
leaf_value=0.0057912943187313926 0.02095722080578763 -0.01161851582510238 -0.0085515198840064952 0.013964592761577539 0.013680684637598894 0.0064424736073562788 -0.0024720114689392001 0.018933246963144242 -0.0016108913419674205 -0.0030602090626001503 0.018017613965111107 0.007914113639377154 -0.01851890886904127 0.0029039488061499241 0.0034876688729597524 0.0088701556975632565 0.015516292518436369
leaf_weight=84 56 84 52 75 70 56 53 70 60 59 56 732 53 973 99 254 53
leaf_count=84 56 84 52 75 70 56 53 70 60 59 56 732 53 973 99 254 53
internal_value=0 -0.00290292 0.0058057 0.00426883 0.00381605 0.00422998 0.00818861 0.00873731 0.00803505 0.00866815 0.00781767 0.00709328 0.00378419 0.00322272 -0.00417386 0.00414047 0.010871
internal_weight=0 168 2771 1685 1610 1558 1086 1033 977 917 847 791 1488 1379 152 1227 109
internal_count=2939 168 2771 1685 1610 1558 1086 1033 977 917 847 791 1488 1379 152 1227 109
is_linear=0
shrinkage=0.16829


Tree=4960
num_leaves=15
num_cat=0
split_feature=1429 1429 11 41 0 1 0 16 0 13 1211 16 16 52
split_gain=0.433584 0.672522 0.270251 0.513703 0.321636 0.303387 0.401832 0.519081 0.339462 0.44573 0.225469 0.217181 0.385983 0.355384
threshold=0.086295000000000011 0.090345000000000023 0.095210000000000017 0.085175000000000015 0.12469500000000001 0.10331000000000003 -0.12851999999999997 -0.45743999999999996 0.019150000000000004 0.096820000000000003 0.10971000000000002 0.0097750000000000007 -0.00040499999999999992 -0.45635499999999996
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 -7 9 -8 11 12 -1 -13
right_child=1 -3 -4 -5 -6 6 8 -9 -10 -11 -12 13 -14 -15
leaf_value=0.0052319119521504103 0.028286601119504165 0.0047809572750802404 -0.0067104100859285759 0.017083164467366418 0.014661629097496177 0.0028591033104955533 0.0025492973268296062 -0.015565659817394101 -0.007939599647144557 0.018765731836228278 -0.0046371935071827762 0.0086062582906932979 0.016778504093891353 -0.0023894074071671685
leaf_weight=1474 55 93 63 88 78 85 281 88 65 58 71 126 87 245
leaf_count=1474 55 93 63 88 78 85 281 88 65 58 71 126 87 245
internal_value=0 0.0135283 0.00417622 0.00442664 0.00400694 0.00368413 0.000280653 -0.00650265 0.00318983 0.00532909 0.00466366 0.00500639 0.00587659 0.00134013
internal_weight=0 148 2809 2746 2658 2580 577 173 404 339 2003 1932 1561 371
internal_count=2957 148 2809 2746 2658 2580 577 173 404 339 2003 1932 1561 371
is_linear=0
shrinkage=0.16829


Tree=4961
num_leaves=19
num_cat=0
split_feature=1 52 2 4 1 2 14 1 43 52 1 1453 51 15 2 52 1 1
split_gain=26.4351 4.33989 2.85081 2.73052 2.28082 1.72448 2.02232 1.0449 0.824741 0.64762 0.997384 0.56845 0.571988 0.505785 0.438203 0.352749 0.451387 0.376899
threshold=0.10575500000000002 -0.41694999999999993 1.0000000180025095e-35 0.27258000000000004 0.12545500000000001 0.10859000000000001 0.073890000000000011 0.14293000000000003 -0.076504999999999976 -0.5602649999999999 0.10075500000000003 -0.077554999999999985 0.0064150000000000014 -0.063834999999999989 0.11366500000000002 0.078330000000000025 0.12040000000000002 0.11215000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 8 6 9 15 -3 -1 11 -11 -13 -7 -15 16 17 -4
right_child=1 2 7 -5 -6 13 -8 -9 -10 10 -12 12 -14 14 -16 -17 -18 -19
leaf_value=0.0019648975599904027 0.0016741715970764483 0.0010942458419197798 0.0005044587048623195 0.00088111946696553219 0.00065406417345158197 0.0015412365799375503 0.0021174807514983468 0.00017534802379275032 0.0016566723832047486 0.0019185415496583789 0.0012135609997408077 0.0016301185363881557 0.0014438029781550946 0.0014641939405817277 0.0010840104771715296 0.00087561371662585666 0.00039323957622804963 0.00084965793125454448
leaf_weight=57 59 64 63 58 94 85 92 66 52 68 69 1555 207 52 95 55 88 78
leaf_count=57 59 64 63 58 94 85 92 66 52 68 69 1555 207 52 95 55 88 78
internal_value=0 0.000822471 0.000732676 0.0015895 0.00103682 0.00160751 0.00163813 0.000550091 0.00134667 0.00161556 0.00160506 0.0016198 0.00160825 0.00133705 0.00121874 0.000637055 0.000579606 0.00069567
internal_weight=0 619 560 2338 210 2280 2048 350 116 1956 1899 1830 1762 232 147 284 229 141
internal_count=2957 619 560 2338 210 2280 2048 350 116 1956 1899 1830 1762 232 147 284 229 141
is_linear=0
shrinkage=0.0032998


Tree=4962
num_leaves=21
num_cat=0
split_feature=1429 4 13 13 4 12 448 16 0 0 4 0 0 4 4 133 0 0 3 13
split_gain=0.304354 0.559279 0.216063 0.329505 0.332737 0.263484 0.23509 0.399209 0.463908 0.87498 0.252761 0.412354 0.216771 0.325155 0.341812 0.309602 0.215359 0.152055 0.122908 0.0839996
threshold=0.086295000000000011 -0.03463999999999999 0.032645000000000007 0.065520000000000009 0.26846000000000009 -0.11319999999999998 -0.067464999999999983 -0.45743999999999996 -0.10594499999999998 -0.14259999999999998 -0.17568999999999999 -0.046614999999999997 0.12321500000000001 -0.060239999999999995 -0.016339999999999997 0.047685000000000005 -0.11167499999999998 -0.18713499999999997 0.081495000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 12 -1 -7 16 9 18 19 -12 13 15 -15 -5 17 -8 -9 -10
right_child=1 -3 3 4 -6 6 7 8 10 -11 11 -13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.014416370402909143 0.025314557115590147 0.0040929405611141844 -0.0092079458781861266 0.023731992972440677 -0.0091834643038973332 -0.004391014543223333 0.015816744276644087 0.0099612139475593053 0.0083285462781566549 -0.015942635893048503 0.0054665893703134101 -0.0071386451890795314 -0.0037105543494740803 -0.0085063539678567925 0.0089704063166649185 0.0053997544014696922 0.021112747778348026 0.004519857096761541 0.00081178932392379105 0.017067399972347644
leaf_weight=85 58 90 73 53 52 75 55 74 64 87 1565 77 59 52 81 52 57 89 96 63
leaf_count=85 58 90 73 53 52 75 55 74 64 87 1565 77 59 52 81 52 57 89 96 63
internal_value=0 0.0124217 0.00458346 0.00106782 0.00322234 0.00520424 0.00486331 0.00517578 0.00446469 -0.0022115 0.00543562 0.00487438 0.00540045 0.00766661 0.00212388 0.0146703 0.0123344 0.00884712 0.00480505 0.0126777
internal_weight=0 148 2809 422 349 2387 2302 2227 2026 257 1769 1642 297 238 133 105 201 144 170 127
internal_count=2957 148 2809 422 349 2387 2302 2227 2026 257 1769 1642 297 238 133 105 201 144 170 127
is_linear=0
shrinkage=0.16829


Tree=4963
num_leaves=18
num_cat=0
split_feature=4 1 150 1 2 4 2 3 151 1452 11 160 51 15 1 4 4
split_gain=11.2193 3.57031 1.57528 0.975939 0.81702 0.849549 0.772971 0.637092 0.603224 0.439764 0.328223 0.446416 0.347198 0.326155 0.219142 0.326951 0.200061
threshold=0.31392000000000003 0.10398500000000001 0.084800000000000014 0.12040000000000002 0.10656 -0.061939999999999988 0.12336000000000001 0.10402500000000002 -0.063719999999999985 0.087675000000000017 1.0000000180025095e-35 -0.54883999999999988 -0.24005499999999999 -0.43091499999999999 0.11097000000000001 0.054720000000000012 -0.16523499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 8 14 -6 7 9 -2 10 11 -1 -13 -5 -3 -16 -12
right_child=3 2 -4 13 5 -7 -8 -9 -10 -11 16 12 -14 -15 15 -17 -18
leaf_value=0.0014663933644469059 0.00040956870992504027 0.00091008296234033187 0.00042429353294476434 0.00044014701857822977 0.0010064519591182017 0.00042480533064655944 0.00082621315612138515 0.00081694377473704805 0.00084220288528426572 0.0014256991519939267 0.0011868954861135269 0.00089027965934293312 0.0011616052800285125 0.00015836543156491089 0.0013576291703836561 0.00099164794104508302 0.0014664540287112637
leaf_weight=52 60 57 88 91 54 56 73 54 86 79 52 54 1837 89 52 57 66
leaf_count=52 60 57 88 91 54 56 73 54 86 79 52 54 1837 89 52 57 66
internal_value=0 0.00111315 0.000809469 0.000463979 0.000932152 0.000710661 0.00116189 0.00117304 0.000664649 0.00118201 0.00117265 0.00116226 0.00115388 0.000301017 0.00107871 0.00116657 0.00134356
internal_weight=0 2631 364 326 276 110 2267 2194 146 2140 2061 1943 1891 180 166 109 118
internal_count=2957 2631 364 326 276 110 2267 2194 146 2140 2061 1943 1891 180 166 109 118
is_linear=0
shrinkage=0.0032998


Tree=4964
num_leaves=23
num_cat=0
split_feature=1 10 15 0 40 10 15 2 14 0 1 43 13 4 43 1 15 1455 0 4 15 4
split_gain=18.1843 3.10734 2.44554 2.34732 2.53944 1.22185 1.01774 0.876624 0.832611 1.50984 1.75565 0.644924 0.514303 0.472933 0.406552 0.594822 0.379045 0.419464 0.359832 0.339239 0.227305 0.12023
threshold=0.10398500000000001 -0.26818999999999993 -0.26361999999999991 -0.12851999999999997 -0.025204999999999995 -0.00189 -0.43091499999999999 0.10836000000000003 0.073890000000000011 -0.13409999999999997 0.085720000000000005 -0.46052499999999996 -0.016319999999999998 0.074650000000000008 -0.075739999999999988 0.11097000000000001 0.091285000000000019 0.084775000000000017 -0.083144999999999983 0.51367000000000018 -0.043134999999999993 0.058025000000000007
decision_type=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 13 -5 -1 19 8 9 10 -7 -11 21 -4 -6 -16 17 -13 -18 -3 -14 -9
right_child=1 2 3 4 14 7 -8 12 -10 11 -12 16 20 -15 15 -17 18 -19 -20 -21 -22 -23
leaf_value=0.0008266189530787793 -1.9508463263911624e-05 0.00083233393909425905 0.00037920625480112897 0.00047873301413988188 0.0010621800233668749 0.0014326381999167463 9.5847275302553153e-05 0.0013763260741188144 0.0016718985573453673 0.0010249666669885664 0.0006783249077984986 0.0014196733040230066 0.001143731589589854 0.00075719774816208126 0.0011020501189998699 0.0015482261615035707 0.0015229229796622258 0.0011693788483196671 0.0012292260645050341 0.00049119702315828873 0.00084151997452356557 0.0011700392078192508
leaf_weight=53 59 52 68 56 69 60 57 76 89 58 77 1304 52 78 54 85 56 79 273 84 60 58
leaf_count=53 59 52 68 56 69 60 57 76 89 58 77 1304 52 78 54 85 56 79 273 84 60 58
internal_value=0 0.000702655 0.000773373 0.000917641 0.00110347 0.00132357 0.000466713 0.0013353 0.00135831 0.00134365 0.00100894 0.00136954 0.00114851 0.000581388 0.00127149 0.00137515 0.00138119 0.0014054 0.00127932 0.000621891 0.000982147 0.0012873
internal_weight=0 662 603 410 264 2295 193 2242 1996 1907 137 1770 246 146 208 139 1712 1383 329 136 112 134
internal_count=2957 662 603 410 264 2295 193 2242 1996 1907 137 1770 246 146 208 139 1712 1383 329 136 112 134
is_linear=0
shrinkage=0.0032998


Tree=4965
num_leaves=24
num_cat=0
split_feature=1 3 4 3 1 14 2 0 4 14 2 43 0 0 13 2 4 0 1 15 2 49 2
split_gain=26.6982 5.74202 3.48683 2.24248 2.17661 1.98591 1.8603 1.30222 1.25526 1.21658 1.06956 0.94431 1.00258 0.870496 0.992386 0.765785 0.586386 0.534773 0.43504 0.430078 0.409247 0.38559 0.0457452
threshold=0.11359000000000001 -0.026279999999999998 0.27998000000000006 0.11391500000000002 0.087225000000000011 0.056865000000000006 0.12250500000000002 -0.11991499999999998 0.0060300000000000015 -0.41608999999999996 0.093200000000000019 -0.049364999999999992 -0.17862999999999998 0.12583000000000003 -0.093619999999999995 0.14870000000000003 0.51367000000000018 -0.082234999999999989 0.10198500000000001 -0.071844999999999978 0.099345000000000017 0.099115000000000023 0.089545000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 4 10 7 19 -1 13 -4 -3 -6 -13 14 -9 16 -11 20 -16 -2 22 -19 -10
right_child=2 3 9 -5 11 -7 -8 8 17 15 -12 12 -14 -15 18 -17 -18 21 -20 -21 -22 -23 -24
leaf_value=0.0011544691885771125 0.0010380097563506636 0.0019248087528156816 0.0008927437251722148 0.00076874640224984926 0.00090560779354247837 0.0022290311806771232 0.00066916015471804743 0.0020662905198011779 0.0015472108536532161 0.00022760353564575182 0.0013506402100378363 0.0010040767804817309 0.0016116016607129638 0.0012911598776435974 0.0016912667053934807 -5.128871852245051e-06 0.00068149644520930017 0.0010760091093444993 0.0019555982163111363 0.0014226390000576183 0.0018259517086939875 0.0014802328033895387 0.0013996769447291229
leaf_weight=54 52 86 54 81 90 70 92 88 52 59 61 52 70 53 1456 53 66 52 73 85 53 53 59
leaf_count=54 52 86 54 81 90 70 92 88 52 59 61 52 70 53 1456 53 66 52 73 85 53 53 59
internal_value=0 0.00160822 0.000743922 0.00126567 0.00137769 0.00168127 0.0010329 0.00166201 0.00167612 0.00045853 0.00168679 0.0011632 0.00135295 0.00170995 0.00172365 0.000326604 0.000467541 0.00146601 0.00170391 0.00127691 0.00158465 0.00128038 0.00146911
internal_weight=0 2503 461 440 359 2063 229 1993 1939 232 147 212 122 1670 1617 178 125 269 1529 137 164 105 111
internal_count=2964 2503 461 440 359 2063 229 1993 1939 232 147 212 122 1670 1617 178 125 269 1529 137 164 105 111
is_linear=0
shrinkage=0.0032998


Tree=4966
num_leaves=19
num_cat=0
split_feature=4 2 3 14 12 3 4 0 4 49 2 39 12 4 0 4 0 0
split_gain=18.9236 4.51504 1.75917 1.35081 1.35464 0.910516 0.889241 0.620942 0.708243 0.579871 0.587832 0.575248 0.566357 0.60672 0.513731 0.411068 0.334947 0.278679
threshold=0.31392000000000003 0.12068000000000001 0.11269500000000002 0.073890000000000011 -1.0000000180025095e-35 0.13772500000000001 -0.0048949999999999992 -0.10726999999999999 0.0029800000000000004 -0.032624999999999994 0.14132000000000003 0.098380000000000009 0.087805000000000008 -0.4950449999999999 -0.13409999999999997 0.42405000000000009 -0.080064999999999983 -0.066734999999999975
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 11 -1 8 -6 -3 -11 15 13 -9 -10 -2 -17 -14
right_child=5 9 -4 -5 7 -7 -8 12 14 10 -12 -13 17 -15 -16 16 -18 -19
leaf_value=0.00073739634114673301 0.00032846480478831817 0.00041540543471252356 0.00070546936961794044 0.001623353145224978 0.00076394477099668557 1.6994722479442849e-05 0.0011802283643085191 0.0016513577911342787 0.0014415074275246267 0.0010377448657777392 0.00057372045031516071 0.00013138227021859458 0.0012354529163604812 0.0013000991548408375 0.00098072623166484542 0.00083371523124168016 0.00047556772861862137 0.0011034792806610544
leaf_weight=102 78 62 72 92 62 76 97 59 53 61 59 55 964 682 54 53 63 220
leaf_count=102 78 62 72 92 62 76 97 59 53 61 59 55 964 682 54 53 63 220
internal_value=0 0.00117763 0.0012148 0.00123016 0.00121437 0.00033362 0.000953426 0.00123915 0.00104612 0.000675701 0.000809893 0.000430119 0.00125608 0.00132811 0.00120929 0.000514631 0.000639508 0.00121096
internal_weight=0 2639 2457 2385 2293 325 199 2094 169 182 120 249 1925 741 107 194 116 1184
internal_count=2964 2639 2457 2385 2293 325 199 2094 169 182 120 249 1925 741 107 194 116 1184
is_linear=0
shrinkage=0.0032998


Tree=4967
num_leaves=27
num_cat=0
split_feature=1 4 2 3 3 2 0 16 1 0 2 16 16 3 1 1213 4 0 51 16 3 3 16 4 16 42
split_gain=15.499 2.7738 2.18466 1.78215 1.41941 0.927811 0.841249 0.612218 0.606809 1.47884 0.850482 0.52142 0.510317 0.498257 0.346735 0.258129 0.24678 0.578915 0.351641 0.313489 0.263006 0.223101 0.158908 0.146872 0.224665 0.0866293
threshold=0.10398500000000001 -0.35269999999999996 0.12026500000000001 0.10402500000000002 -0.029394999999999998 -1.0000000180025095e-35 0.11160500000000002 -0.13895999999999997 0.087055000000000007 -0.105195 0.084095000000000017 -0.019749999999999993 -0.025214999999999998 0.040040000000000006 0.11359000000000001 -0.0031549999999999994 0.04105000000000001 -0.10028499999999999 0.10731500000000001 -0.5020199999999998 -0.072649999999999978 0.0066850000000000008 0.26411500000000004 -0.080114999999999978 -0.078504999999999991 0.080725000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 14 -6 8 13 10 -10 12 -7 25 -4 -3 -11 17 -12 -19 -18 -21 -9 -16 -17 -25 -1
right_child=1 2 7 -5 5 11 -8 21 9 15 16 -13 -14 -15 22 23 19 18 -20 20 -22 -23 -24 24 -26 -27
leaf_value=0.0013085826143828523 0.0012712950074278871 0.0011807638946904847 0.00030230518069322357 0.00068295447805716226 0.00030061626801147713 0.00091061842673463068 0.00094950122927328715 0.00032449261176217711 0.00080372236145055394 0.0014503725472410952 0.0015766296664276292 0.00048822282553557367 0.001725456685553067 0.0007344401566814695 0.00073758943328131868 0.0013443674371188209 0.0014035998547139849 0.0012963341513019665 0.0010596414760097536 0.0012032603712576523 0.00092449783756814205 2.3740978753753317e-05 0.00099884909723234566 0.0010085958101627016 0.0012404926086763083 0.0014901789964189382
leaf_weight=78 78 64 59 59 80 84 89 53 94 69 78 52 76 58 52 89 52 1040 75 109 58 55 53 62 195 53
leaf_count=78 78 64 59 59 80 84 89 53 94 69 78 52 76 58 52 89 52 1040 75 109 58 55 53 62 195 53
internal_value=0 0.000684945 0.000609911 0.00125027 0.000760955 0.00058333 0.00126535 0.000351303 0.00127855 0.00117848 0.00130999 0.000749373 0.00150847 0.000516827 0.000987769 0.00126327 0.00128086 0.00129984 0.00128044 0.00117732 0.00110666 0.000171658 0.000869799 0.00122586 0.00118469 0.00138232
internal_weight=0 688 610 2276 385 216 2217 225 2128 509 1619 136 207 117 169 415 1412 1193 1115 219 167 108 105 346 257 131
internal_count=2964 688 610 2276 385 216 2217 225 2128 509 1619 136 207 117 169 415 1412 1193 1115 219 167 108 105 346 257 131
is_linear=0
shrinkage=0.0032998


Tree=4968
num_leaves=19
num_cat=0
split_feature=0 0 10 10 41 13 39 41 159 43 12 133 52 12 133 159 156 33
split_gain=0.698638 0.482295 0.406741 0.373147 0.318212 0.358607 0.357243 0.341563 0.33665 0.414268 0.38559 0.366044 0.247235 0.361376 0.268826 0.26817 0.21594 0.202655
threshold=-0.21196999999999996 -0.23395499999999997 -1.0000000180025095e-35 -0.23313499999999995 0.075585000000000013 -0.087984999999999994 0.098380000000000009 0.083975000000000008 0.081780000000000005 0.10751000000000001 0.082165000000000016 -0.022249999999999995 -0.015539999999999998 -0.014854999999999998 -0.039759999999999997 -0.44959499999999991 -0.07359499999999998 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 3 -2 5 8 12 -6 9 10 -4 -12 14 -14 -7 -15 -16 -5
right_child=2 -3 4 17 7 6 -8 -9 -10 -11 11 -13 13 15 16 -17 -18 -19
leaf_value=0.0075466103446567706 0.011874348204664887 -0.012155421769901798 0.014386719258736936 -0.012312188203595439 0.028368297408783532 -0.0007789883127753373 -0.0013069846181563117 0.011017668865815814 -0.0045838980500767998 0.020130866248304621 0.0073721866687632975 -0.0070925484485717246 0.02548531165702236 0.002847981543298433 -0.00065492232342000589 0.012217447491782744 0.010351465000667762 0.002522706982021995
leaf_weight=67 59 74 81 52 53 83 72 83 84 59 106 93 55 94 55 1166 576 52
leaf_count=67 59 74 81 52 53 83 72 83 84 59 106 93 55 94 55 1166 576 52
internal_value=0 -0.00278072 0.00934791 0.00117505 0.00984806 0.00941927 0.0103201 0.0177925 0.00494053 0.00730586 0.00459703 0.000603257 0.0107336 0.0121054 0.00820473 0.0115199 0.00938927 -0.00487747
internal_weight=0 141 2823 163 2660 2524 2101 136 423 339 280 199 2029 1315 714 1260 631 104
internal_count=2964 141 2823 163 2660 2524 2101 136 423 339 280 199 2029 1315 714 1260 631 104
is_linear=0
shrinkage=0.16829


Tree=4969
num_leaves=20
num_cat=0
split_feature=1 52 1 4 2 9 1 14 2 457 1 150 4 48 15 13 4 50 52
split_gain=26.1411 3.88344 2.18009 2.05816 1.9554 2.78084 1.58575 1.2469 1.12593 1.01699 1.6732 0.755442 0.677308 0.601854 0.679624 0.546946 0.451684 0.433262 0.157615
threshold=0.10398500000000001 -0.42198999999999992 0.14920500000000003 0.27020000000000005 0.10043500000000001 -1.0000000180025095e-35 0.11359000000000001 0.073890000000000011 0.13084500000000002 0.062030000000000009 0.083065000000000014 0.11398500000000002 0.053925000000000008 0.084705000000000016 -0.41956999999999994 -0.011954999999999999 -0.4950449999999999 0.10932500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 5 -3 -7 8 9 12 -11 13 16 14 -6 -15 -1 -18 -14
right_child=1 2 -4 -5 11 6 -8 -9 -10 10 -12 -13 18 15 -16 -17 17 -19 -20
leaf_value=0.0017808331634179115 0.0015021786706466312 0.0004434735861708567 0.00016788856720949895 0.00087270573897449085 0.000737180456937094 0.0017282816309063989 0.0010096326688233234 0.0019173390893515538 0.0010424371448824658 0.0015455585070027161 0.00084887091150611922 0.00024775515185551547 0.0012555113098121019 0.00064631302152672824 0.00028987048930189004 0.0010888866768895549 0.0015691708738966353 0.0013985831161232322 0.0014656543596738511
leaf_weight=100 72 65 76 54 82 52 95 86 55 94 63 54 99 68 68 56 1468 187 70
leaf_count=100 72 65 76 54 82 52 95 86 55 94 63 54 99 68 68 56 1468 187 70
internal_value=0 0.000776614 0.000691751 0.00151076 0.000765415 0.00101265 0.00126409 0.00152625 0.00151048 0.00152284 0.00126622 0.000605508 0.00154376 0.000675885 0.000534635 0.000846469 0.00156309 0.00154992 0.00134276
internal_weight=0 688 616 2276 540 212 147 2222 2136 2081 157 328 1924 274 150 124 1755 1655 169
internal_count=2964 688 616 2276 540 212 147 2222 2136 2081 157 328 1924 274 150 124 1755 1655 169
is_linear=0
shrinkage=0.0032998


Tree=4970
num_leaves=21
num_cat=0
split_feature=1 52 2 1 124 2 1 14 3 2 3 52 12 160 47 49 1 1 1 2
split_gain=28.3631 4.13394 3.51343 3.55358 1.74221 1.23822 0.957835 0.810464 0.763971 0.624889 0.579484 1.4909 0.652671 0.751383 0.380395 0.331219 0.31634 0.29927 0.262678 0.241294
threshold=0.10398500000000001 -0.34918499999999997 1.0000000180025095e-35 0.12313000000000002 -0.082389999999999977 0.13154000000000002 0.14195000000000002 0.056865000000000006 -0.017704999999999995 -1.0000000180025095e-35 0.085090000000000013 -0.081429999999999989 0.093125000000000013 -0.52641999999999989 0.084955000000000017 0.099115000000000023 0.092845000000000025 0.11657000000000002 0.13148500000000005 0.12681500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 9 -1 7 8 10 19 -3 12 -12 13 -6 15 -14 -15 -10 -19 -4
right_child=1 2 6 -5 5 -7 -8 -9 17 -11 11 -13 14 16 -16 -17 -18 18 -20 -21
leaf_value=0.0010836805587733846 0.0015348194598427979 0.0011278017862640999 0.00021237460181654057 0.00055633386351014273 0.0019659962677594342 0.0010960083224122741 0.0001754551001806658 0.0019226483336134885 0.0008612207920854015 0.0015967050776635368 0.0017967632301999347 0.001120157497145196 0.0015771034703594153 0.0016412420727840073 0.0012420783533875518 0.0013302694915192476 0.0013835966123133866 0.00043928130186703297 0.00077029781187534611 0.00053184557377283261
leaf_weight=75 76 54 52 94 78 53 71 87 92 75 60 88 432 1262 52 71 56 54 52 52
leaf_count=75 76 54 52 94 78 53 71 87 92 75 60 88 432 1262 52 71 56 54 52 52
internal_value=0 0.000809641 0.000717109 0.00104493 0.00157986 0.00159646 0.000521024 0.00160858 0.00060215 0.00140069 0.00159554 0.0013947 0.00161076 0.0016491 0.00151426 0.00154233 0.00163032 0.000722623 0.000601999 0.000372449
internal_weight=0 672 596 223 2314 2239 373 2186 302 129 2099 148 1951 1396 555 503 1318 198 106 104
internal_count=2986 672 596 223 2314 2239 373 2186 302 129 2099 148 1951 1396 555 503 1318 198 106 104
is_linear=0
shrinkage=0.0032998


Tree=4971
num_leaves=28
num_cat=0
split_feature=4 3 3 43 156 42 4 15 4 13 3 13 11 3 3 16 16 3 15 3 15 1446 42 43 15 15 51
split_gain=27.2981 4.95314 2.44203 3.66618 1.14688 1.14138 1.00821 0.997378 0.988672 0.971927 0.667491 0.653949 0.925491 0.640673 0.543422 0.475441 0.468981 0.422769 0.360966 0.364738 0.358225 0.268748 0.359383 0.21585 0.198247 0.0871212 0.060405
threshold=0.31392000000000003 -0.066789999999999974 0.28833000000000003 -0.035884999999999993 0.090135000000000007 -1.0000000180025095e-35 0.049545000000000006 -0.41725999999999991 0.51395000000000002 -0.046389999999999994 0.110335 0.041960000000000004 1.0000000180025095e-35 0.11878500000000002 -0.15870999999999996 -0.43708999999999992 -0.008454999999999999 -0.095789999999999986 -1.0000000180025095e-35 -0.005644999999999999 -0.097794999999999979 0.088585000000000011 0.086825000000000013 -0.12788999999999998 -0.065419999999999992 -0.088954999999999992 -0.056469999999999992
decision_type=2 2 2 2 2 2 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 10 -3 11 8 -2 -7 18 12 17 -9 26 -8 23 -1 20 -20 -5 22 -19 -16 25 -17 -13
right_child=7 2 -4 4 -6 9 15 13 -10 -11 -12 14 -14 -15 16 24 -18 21 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0014203681277263703 0.00095467973597757863 0.0014216995865735393 0.00070065524028555275 0.0016308591135122581 0.0019309493248013806 0.0011566495421008653 0.0016704210615007316 0.00048742700774098219 0.00046571538845649371 0.00064706540342549478 0.0011310213320225465 0.0016143190759625918 0.0020479374013548032 3.0204602861709536e-05 0.001602168714052062 0.0013199071267323539 0.0011333610191081628 0.0017142313828471343 0.0014986702856113179 0.0018865031832249685 0.0013042647019915353 0.0018720199088122114 0.0015985983014985365 0.0013329566352313731 0.0011654117061717861 0.001509739251863955 0.001786441721454991
leaf_weight=78 84 58 68 62 72 76 61 94 98 89 54 52 71 52 91 63 52 664 57 52 95 73 552 54 57 54 53
leaf_count=78 84 58 68 62 72 76 61 94 98 89 54 52 71 52 91 63 52 664 57 52 95 73 552 54 57 54 53
internal_value=0 0.00153759 0.00129511 0.00136078 0.00155311 0.00102253 0.00162143 0.000528438 0.000691585 0.000881996 0.00146799 0.00164895 0.00167849 0.000324822 0.00150821 0.00141749 0.00140499 0.00165927 0.00153627 0.00168401 0.00143346 0.0016737 0.00166177 0.00150215 0.00132861 0.00140782 0.00170154
internal_weight=0 2658 683 615 392 223 1975 328 182 165 320 1740 1438 146 302 235 197 1367 266 109 157 1289 1216 145 174 117 105
internal_count=2986 2658 683 615 392 223 1975 328 182 165 320 1740 1438 146 302 235 197 1367 266 109 157 1289 1216 145 174 117 105
is_linear=0
shrinkage=0.0032998


Tree=4972
num_leaves=21
num_cat=0
split_feature=1 3 14 124 4 1 4 0 1 42 4 1 160 0 4 3 16 1 52 16
split_gain=23.6131 3.77031 2.24371 1.98375 1.37651 1.28164 1.59434 1.23065 2.56444 1.22113 0.912008 0.68289 0.669344 0.661088 0.556114 0.476964 0.470206 0.333315 0.174682 0.0985436
threshold=0.10398500000000001 -0.036264999999999992 0.073890000000000011 -0.085379999999999984 0.42642000000000008 0.14195000000000002 -0.025824999999999997 -0.14104999999999998 0.086165000000000005 0.12650500000000003 0.032770000000000001 0.121715 -0.52742999999999995 0.12390500000000002 0.056815000000000011 -0.082824999999999982 -0.055004999999999991 0.12646500000000002 0.048535000000000002 -0.52541999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 11 6 -3 8 -5 10 12 15 -9 -14 -8 -2 18 19 -12 -16
right_child=1 5 -4 7 -6 -7 14 9 -10 -11 16 -13 13 -15 17 -17 -18 -19 -20 -21
leaf_value=0.00089211516497734024 0.0011985651410830809 0.0012526562634997882 0.0020452371663314053 0.0017670559279995004 0.00066258649714042589 0.00028064445738395371 0.0003758435133573344 0.0018636612202588426 0.00080939805146810139 0.0010458853903525858 0.0013988862399365121 0.00093153065255766184 0.001581546746233014 0.0012490325068713196 0.00073388986388167566 0.0015683830594322701 0.0011769809041143123 0.00055258905731828361 0.001631748826585901 0.00093960343129567204
leaf_weight=56 88 52 88 52 55 92 74 89 74 53 113 55 1575 69 54 69 90 80 55 53
leaf_count=56 88 52 88 52 55 92 74 89 74 53 113 55 1575 69 54 69 90 80 55 53
internal_value=0 0.000824541 0.00152733 0.00150684 0.00112912 0.00062366 0.000724369 0.00152269 0.0012049 0.00154226 0.00155545 0.00124998 0.00158284 0.00156761 0.000618982 0.00136132 0.00137139 0.000715009 0.00147533 0.000836115
internal_weight=0 672 2314 2226 267 405 313 2170 126 2044 1991 212 1733 1644 261 157 258 187 168 107
internal_count=2986 672 2314 2226 267 405 313 2170 126 2044 1991 212 1733 1644 261 157 258 187 168 107
is_linear=0
shrinkage=0.0032998


Tree=4973
num_leaves=29
num_cat=0
split_feature=1 2 2 1 12 1 2 14 39 13 155 12 1446 12 49 2 13 43 13 13 13 13 12 1 12 43 43 15
split_gain=41.0657 5.94451 3.20784 2.9719 2.06701 2.06597 1.87648 1.50005 1.34408 1.08277 0.887526 0.797175 0.846474 0.542779 0.728461 0.497294 0.467294 0.466222 0.376731 0.36778 0.478214 0.36045 0.35499 0.343262 0.334885 0.308248 0.148133 0.316363
threshold=0.10932500000000002 0.17553000000000005 0.10523 0.12313000000000002 0.085465000000000013 0.092845000000000025 1.0000000180025095e-35 0.073890000000000011 0.082115000000000007 -0.0062949999999999994 0.10579500000000001 0.09253500000000002 0.095140000000000016 0.078120000000000009 -1.0000000180025095e-35 0.093870000000000023 -0.069029999999999994 -1.0000000180025095e-35 -0.064249999999999988 0.041960000000000004 0.17888000000000001 -0.049464999999999988 0.11160500000000002 0.10152500000000002 0.096990000000000007 -0.051239999999999987 -0.06705499999999999 -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 2 2 2 2
left_child=2 3 5 6 23 7 16 11 26 25 18 12 13 14 -1 -15 -2 -8 -6 21 -21 24 -20 -4 -13 -5 -7 -28
right_child=1 -3 4 9 10 8 17 -9 -10 -11 -12 19 -14 15 -16 -17 -18 -19 22 20 -22 -23 -24 -25 -26 -27 27 -29
leaf_value=0.0017166189557921542 0.0020451702622689342 0.00016841830809297251 0.0016380887605304134 0.00096392279472677644 0.0020535361618605956 0.0021308960063188102 0.00099034516986358186 0.0026420293494722113 0.0014479112561507617 0.0012370706720461751 0.002375334651948331 0.0021390942523831931 0.0026334519199817793 0.0022125109337933634 0.0021678210590805372 0.0025362950698858034 0.0015972451389356518 0.0013822123300441646 0.0019382999893259032 0.0016804426575935442 0.00211221086097168 0.0022684194418978888 0.0015632247797895138 0.0012756095849648841 0.0018025370598310489 0.00064295411102546351 0.0017360242054154042 0.0020613140604059518
leaf_weight=56 52 65 60 56 91 81 53 81 58 93 53 83 52 1044 136 56 52 92 61 61 54 100 53 57 56 81 52 97
leaf_count=56 52 65 60 56 91 81 53 81 58 93 53 83 52 1044 136 56 52 92 61 61 54 100 53 57 56 81 52 97
internal_value=0 0.00110544 0.00210812 0.00123252 0.00182673 0.00215916 0.00148258 0.00220126 0.00189899 0.000961639 0.00199208 0.00218021 0.00221721 0.00220043 0.0020364 0.00222903 0.00182155 0.00123922 0.00189283 0.00203965 0.00188349 0.00211464 0.00176423 0.0014618 0.00200376 0.00077441 0.00201258 0.00194803
internal_weight=0 544 2442 479 375 2067 249 1779 288 230 258 1698 1344 1292 192 1100 104 145 205 354 115 239 114 117 139 137 230 149
internal_count=2986 544 2442 479 375 2067 249 1779 288 230 258 1698 1344 1292 192 1100 104 145 205 354 115 239 114 117 139 137 230 149
is_linear=0
shrinkage=0.0032998


Tree=4974
num_leaves=19
num_cat=0
split_feature=1 3 4 3 4 39 42 42 159 4 1 4 3 16 42 3 4 51
split_gain=32.2926 5.42798 2.34697 2.04905 1.91222 1.37904 1.30801 1.24904 0.90672 1.38826 0.848857 0.671311 1.05471 0.821134 0.673715 0.639624 0.412694 0.369888
threshold=0.10398500000000001 -0.049204999999999992 0.25367000000000006 0.3148450000000001 0.27020000000000005 0.0047850000000000011 0.10001500000000001 0.12276500000000001 0.083310000000000009 0.26546000000000003 0.088035000000000016 -0.4950449999999999 0.088880000000000015 0.054560000000000004 0.078120000000000009 -0.029394999999999998 -0.0101 -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=4 2 17 6 5 7 8 11 9 16 -7 -1 13 15 -15 -13 -3 -2
right_child=1 3 -4 -5 -6 10 -8 -9 -10 -11 -12 12 -14 14 -16 -17 -18 -19
leaf_value=0.0018774800672533372 0.0015529317374219169 0.0012861062735851146 0.00075063776073139483 0.00010292056762499251 0.00093918713136231422 0.0014902846847876022 0.00019505631475324968 0.0011071652179869406 0.00039259877943442382 0.0005299618060035841 0.00092588184761972477 0.0016300423428092417 0.0012467502880101323 0.0012166084740847824 0.0015614723276259272 0.0019316859035282473 0.00089845809583518439 0.0012051358473559282
leaf_weight=101 85 55 99 98 52 64 58 55 63 89 54 1526 89 91 200 82 68 57
leaf_count=101 85 55 99 98 52 64 58 55 63 89 54 1526 89 91 200 82 68 57
internal_value=0 0.000744669 0.00114139 0.000522754 0.00156649 0.0015809 0.000646203 0.00160007 0.000741226 0.000844661 0.0012323 0.00161303 0.00159957 0.00161609 0.00145375 0.00164545 0.00107208 0.00141357
internal_weight=0 672 241 431 2314 2262 333 2144 275 212 118 2089 1988 1899 291 1608 123 142
internal_count=2986 672 241 431 2314 2262 333 2144 275 212 118 2089 1988 1899 291 1608 123 142
is_linear=0
shrinkage=0.0032998


Tree=4975
num_leaves=18
num_cat=0
split_feature=4 123 51 40 13 13 3 1213 3 150 13 1429 51 52 13 12 12
split_gain=1.66918 0.350175 0.353847 0.554945 0.328169 0.497911 0.414136 0.304125 0.294865 0.279444 0.701968 0.347091 0.651292 0.272415 0.211254 0.143612 0.112723
threshold=0.27420500000000009 1.0000000180025095e-35 0.23800500000000002 -0.0057599999999999986 0.076825000000000018 -1.0000000180025095e-35 -0.0013299999999999998 0.084835000000000008 -0.085549999999999973 0.075065000000000007 -0.0040999999999999986 0.084690000000000015 -0.034094999999999993 0.51326500000000019 -0.086394999999999986 -0.089399999999999993 0.088245000000000004
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 -2 9 -9 11 14 13 -13 -5 -11 -3 -10
right_child=4 15 -4 7 -6 -7 -8 8 16 10 -12 12 -14 -15 -16 -17 -18
leaf_value=0.031000005954883843 0.0079867874056361136 0.013549038961198809 0.0018013552029744139 0.016417808023704215 -0.0097603598685293315 0.014967590280947763 -0.0075341704574621313 0.00016241531774676061 0.019724704809424669 0.0088146766059148673 0.037631864873912631 -0.0055145918025875764 0.018235496769839904 0.0062124452704342189 0.021363137766564164 0.0030363439429025711 0.0093452346019964709
leaf_weight=67 94 62 52 1727 52 92 101 69 54 68 58 62 69 78 88 92 68
leaf_count=67 94 62 52 1727 52 92 101 69 54 68 58 62 69 78 88 92 68
internal_value=0 0.0150873 0.0155753 0.015872 0.00252947 0.00476246 -4.30595e-05 0.0154382 0.0089812 0.016011 0.0218018 0.01537 0.00698128 0.0159778 0.0159048 0.00728039 0.0139542
internal_weight=0 2614 2460 2408 339 287 195 2341 191 2150 214 1936 131 1805 156 154 122
internal_count=2953 2614 2460 2408 339 287 195 2341 191 2150 214 1936 131 1805 156 154 122
is_linear=0
shrinkage=0.16829


Tree=4976
num_leaves=22
num_cat=0
split_feature=2 4 1 0 52 16 15 0 13 1 1 0 1213 0 4 52 4 0 51 16 15
split_gain=1.54871 0.569242 0.450981 0.408475 0.420169 0.365389 0.277274 0.277261 0.400955 0.26326 0.468557 0.317135 0.210695 0.243273 0.327565 0.56874 0.499801 0.305767 0.305824 0.224052 0.129535
threshold=0.14253500000000002 0.25367000000000006 0.14228000000000005 -0.14920999999999998 0.013340000000000001 -0.40430999999999989 -0.075094999999999981 -0.11167499999999998 -0.098524999999999988 0.11374000000000002 0.10482000000000001 -0.093874999999999986 0.085305000000000006 -0.083804999999999977 -0.17568999999999999 -0.11733999999999999 -0.098074999999999982 -0.084369999999999987 -0.085594999999999991 -0.057034999999999995 0.08517000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 9 -1 8 -5 10 -3 -11 13 17 15 -15 -16 18 -9 20 -14
right_child=2 5 -4 7 -6 -7 -8 12 -10 11 -12 -13 19 14 16 -17 -18 -19 -20 -21 -22
leaf_value=0.019045849220769528 0.0027372490208326635 0.0051137377242027422 -0.015440020241241328 0.017292539019275476 0.010741421246245919 -0.0039674623320119983 0.03653508079218782 0.025312818258217625 -0.0011085014924035002 -0.0052227252653162994 0.025576363083682364 0.012474254751775469 0.0047467241962611557 0.0095075013808446126 -0.0047936136919948715 0.026617746669726553 0.011687130443867521 0.028067854510448027 0.013756100671832694 -0.0015046119623573222 0.015595689916602018
leaf_weight=52 93 72 66 52 68 83 52 73 94 61 57 54 52 112 55 109 944 55 615 54 80
leaf_count=52 93 72 66 52 68 83 52 73 94 61 57 54 52 112 55 109 944 55 615 54 80
internal_value=0 0.0122704 -0.00479673 0.0131455 0.021071 0.00566289 0.0278077 0.0125508 0.00543299 0.00894616 0.0141693 0.00307154 0.0130335 0.0135476 0.0120795 0.0179546 0.010778 0.0159558 0.0149849 0.00759804 0.0113355
internal_weight=0 2794 159 2467 172 327 104 2295 146 244 129 115 2149 1963 1220 221 999 743 688 186 132
internal_count=2953 2794 159 2467 172 327 104 2295 146 244 129 115 2149 1963 1220 221 999 743 688 186 132
is_linear=0
shrinkage=0.16829


Tree=4977
num_leaves=21
num_cat=0
split_feature=4 2 12 2 2 42 42 12 12 4 0 0 4 0 2 2 1429 0 0 52
split_gain=20.9101 8.31206 3.45443 1.82414 1.52425 1.02219 1.54468 0.976072 0.949013 0.905276 1.39117 1.3905 0.862514 0.607997 0.562644 0.555055 0.919224 0.446367 0.194618 0.191655
threshold=0.27998000000000006 0.13631000000000001 -1.0000000180025095e-35 0.13966500000000001 0.11183000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 -0.038859999999999992 0.090745000000000006 -0.111135 -0.10998999999999999 -0.064734999999999987 -0.49269499999999994 -0.105195 0.15205000000000002 0.096435000000000007 0.085185000000000011 -0.083144999999999983 -0.065229999999999996 -0.55901999999999985
decision_type=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 9 6 -1 -2 -6 10 -4 15 19 -9 -3 16 -11 -17 -10 -12
right_child=3 14 4 -5 8 -7 -8 13 18 11 12 -13 -14 -15 -16 17 -18 -19 -20 -21
leaf_value=0.0013763736249028512 0.00048522291706349009 0.00083399885737340802 0.0022585308750084901 0.0001821074191939347 0.00091296238621880273 0.0015541271013273406 0.00076387401259893871 0.0011069253655921541 0.0012825462195284185 0.0016268631017361682 0.0019870876834701305 0.0011478597813061112 0.0013849843224010049 0.00068113797498165136 0.00035819388498461665 0.0012652743733575975 0.001207941754727239 0.0015745048885957781 0.0015421834508437086 0.0017119703942449027
leaf_weight=80 94 55 53 83 54 53 103 82 57 1492 52 82 79 67 54 99 60 109 78 67
leaf_count=80 94 55 53 83 54 53 103 82 57 1492 52 82 79 67 54 99 60 109 78 67
internal_value=0 0.00149126 0.00152989 0.000605017 0.00156923 0.00114927 0.00103183 0.000749323 0.00128448 0.00159493 0.00178188 0.00156944 0.00165412 0.0009157 0.000598602 0.00158906 0.00161069 0.00142749 0.00143282 0.00183249
internal_weight=0 2627 2518 326 2282 236 183 243 189 2093 251 1842 198 149 109 1760 1552 208 135 119
internal_count=2953 2627 2518 326 2282 236 183 243 189 2093 251 1842 198 149 109 1760 1552 208 135 119
is_linear=0
shrinkage=0.0032998


Tree=4978
num_leaves=23
num_cat=0
split_feature=1 3 2 2 2 14 147 39 0 3 13 39 150 2 4 0 13 43 0 3 4 43
split_gain=20.7757 4.21788 3.16463 3.08455 1.81618 1.65685 0.887648 0.8333 0.806511 0.700904 0.63875 0.570572 0.517593 0.758602 0.363734 0.76709 0.260764 0.236968 0.556939 0.239011 0.159382 0.139942
threshold=0.10932500000000002 -0.049204999999999992 0.098655000000000007 0.11504500000000002 0.14808000000000002 0.073890000000000011 0.08486500000000001 0.089030000000000012 -0.05461499999999999 0.15217000000000003 -0.095139999999999988 0.0039300000000000003 0.082085000000000019 0.12623500000000001 -0.27577999999999997 -0.070134999999999989 -0.09219999999999999 -0.048179999999999994 -0.080584999999999976 -0.059315 -0.007069999999999999 0.0031350000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 8 7 6 11 9 -2 -3 -4 14 13 17 -1 16 -16 18 -12 21 -20 -19
right_child=1 4 10 -5 -6 -7 -8 -9 -10 -11 12 -13 -14 -15 15 -17 -18 19 20 -21 -22 -23
leaf_value=0.0019928716920511675 0.0019663180126875883 0.0012159045890037907 0.0011378341849164304 0.0008323264720093861 0.00033056738111182329 0.0021985067428324169 0.0013532092439463984 0.00065106771327925073 0.0014031733195175148 0.00077868050000602759 0.0012348451240680295 0.0014498651291921037 0.0012253250616056858 0.0011780413715681418 0.0018998600889589892 0.0014168031183892666 0.0017449331026567815 0.0016704579253643669 0.0017626354031948725 0.0018250044641473109 0.0015054971487637708 0.0014541266839394277
leaf_weight=68 61 95 59 72 85 85 68 103 52 70 58 72 65 55 136 76 1339 93 57 73 55 56
leaf_count=68 61 95 59 72 85 85 68 103 52 70 58 72 65 55 136 76 1339 93 57 73 55 56
internal_value=0 0.000963246 0.00168046 0.00136707 0.000751508 0.00174703 0.0017252 0.000884884 0.00170748 0.00103063 0.00146542 0.00174014 0.0015031 0.00154341 0.00175302 0.00174248 0.00175924 0.00159459 0.00149979 0.00166702 0.00163668 0.00158939
internal_weight=0 538 2415 185 353 1844 1759 268 113 165 571 1691 512 447 1619 1551 1475 392 170 222 112 149
internal_count=2953 538 2415 185 353 1844 1759 268 113 165 571 1691 512 447 1619 1551 1475 392 170 222 112 149
is_linear=0
shrinkage=0.0032998


Tree=4979
num_leaves=22
num_cat=0
split_feature=4 2 123 2 3 2 11 4 3 52 52 2 133 3 52 47 4 3 13 123 2
split_gain=17.5774 6.46847 4.07469 2.38537 1.87148 1.10347 1.19658 0.806169 0.724636 0.699408 0.877195 0.666992 0.630448 0.334814 1.04815 0.329873 0.274744 0.227965 0.220724 0.13841 0.120746
threshold=0.27998000000000006 0.13554000000000002 1.0000000180025095e-35 0.14870000000000003 0.11391500000000002 0.093320000000000014 0.080455000000000013 -0.014854999999999998 -0.084014999999999992 0.042815000000000006 -0.090304999999999983 0.15205000000000002 0.085895000000000013 -0.097199999999999995 -0.54752499999999993 0.11224000000000002 0.078235000000000013 -0.0024599999999999995 -1.0000000180025095e-35 0.086870000000000017 0.10859000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 5 6 15 13 -2 10 -9 -3 -4 14 -7 17 -11 -1 19 -10 -15
right_child=3 11 12 -5 -6 7 -8 9 18 16 -12 -13 -14 20 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0013474432756331652 0.00080473631293830452 0.00070580336835357753 0.0009181586068109347 -0.00018827683597368071 0.00080851008503407876 0.0014615194322132393 0.0018498689079610312 0.0012193898575332421 0.0002288716672851771 0.0011187122600024094 0.00073509906621402495 0.00019068641320055593 0.00046056496736686679 0.0014421385671442672 0.0008417343802456181 0.0011365516703125201 0.0014376029093664477 0.0015001214002064553 0.00057959685717661879 0.00046386541818606286 0.0012769298625716706
leaf_weight=1411 86 56 72 57 81 63 54 70 57 66 99 54 61 150 57 78 56 120 72 54 79
leaf_count=1411 86 56 72 57 81 63 54 70 57 66 99 54 61 150 57 78 56 120 72 54 79
internal_value=0 0.001237 0.00127124 0.000424452 0.00130262 0.00131998 0.00136495 0.00120308 0.000554418 0.00107415 0.000935901 0.000453248 0.00070855 0.00131048 0.00116742 0.00134865 0.00126538 0.00135943 0.000436589 0.00034351 0.0013853
internal_weight=0 2627 2517 326 2384 2303 1663 640 269 291 169 110 133 349 120 1609 122 1531 183 111 229
internal_count=2953 2627 2517 326 2384 2303 1663 640 269 291 169 110 133 349 120 1609 122 1531 183 111 229
is_linear=0
shrinkage=0.0032998


Tree=4980
num_leaves=18
num_cat=0
split_feature=4 15 3 4 51 4 159 1204 3 12 0 4 15 3 3 52 0
split_gain=0.973788 0.625682 0.393066 0.5451 0.391222 0.375851 0.295145 0.241317 0.248555 0.286621 0.232562 0.232284 0.375596 0.227165 0.20844 0.182632 0.0702735
threshold=0.31392000000000003 -0.41725999999999991 0.11391500000000002 -0.5109999999999999 0.14560000000000003 -0.033649999999999992 0.10575500000000002 -0.079324999999999993 -0.14326499999999995 0.084595000000000017 -0.077574999999999991 0.070065000000000016 0.085915000000000019 0.057935000000000007 -0.049739999999999993 0.085250000000000006 -0.091829999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 -1 7 -4 16 15 9 -9 -11 12 -10 -3 -13 -5 -2
right_child=1 13 5 4 -6 -7 -8 8 11 10 -12 14 -14 -15 -16 -17 -18
leaf_value=-0.0031442434028059879 0.010540840956267202 0.00066876793044252426 0.014762902305622723 0.00073009157671636627 0.0012570931809814591 -0.0032967339810690594 0.00080681165594536589 0.010009583610686143 0.011628829999300058 0.033603398227206524 0.018858997511536791 0.015696978336968641 0.01667941625146091 -0.013205837500099784 0.027469461664284975 0.013425702125744027 0.019243288275733399
leaf_weight=55 53 72 55 65 69 80 68 52 1175 52 75 132 651 62 64 64 55
leaf_count=55 53 72 55 65 69 80 68 52 1175 52 75 132 651 62 64 64 55
internal_value=0 0.002919 0.0129075 0.0133942 0.0137741 0.00404759 0.0095199 0.014144 0.0145594 0.0205916 0.0249102 0.0140245 0.0134304 -0.00573742 0.0195502 0.00704262 0.0149893
internal_weight=0 310 2589 2454 2399 135 176 2330 2201 179 127 2022 1826 134 196 129 108
internal_count=2899 310 2589 2454 2399 135 176 2330 2201 179 127 2022 1826 134 196 129 108
is_linear=0
shrinkage=0.16829


Tree=4981
num_leaves=20
num_cat=0
split_feature=2 12 3 2 2 447 2 15 150 15 3 3 2 43 51 12 15 3 51
split_gain=21.7739 12.0173 4.7983 3.09761 2.58762 2.34931 1.67251 1.28442 1.33796 1.20515 1.13663 1.3373 1.47681 0.748611 0.735886 0.572603 0.496907 0.289965 0.28763
threshold=0.12026500000000001 -0.012249999999999999 0.11391500000000002 -1.0000000180025095e-35 0.15806500000000004 0.085135000000000016 0.097180000000000016 -0.036279999999999993 0.082085000000000019 -0.12776499999999999 -0.012504999999999997 -0.14186499999999996 0.10179000000000001 -0.00045499999999999995 -0.031924999999999995 0.090885000000000007 -0.092489999999999989 -0.077104999999999993 0.11178000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 16 9 7 -5 8 15 -2 11 12 -9 -13 -11 17 -1 -3 -17
right_child=4 2 -4 6 -6 -7 -8 10 -10 14 -12 13 -14 -15 -16 18 -18 -19 -20
leaf_value=0.00041088606156522287 0.0007376755184581059 0.0018501517744915321 0.0010651180433624439 0.0017202728510770334 0.00036619996994539185 0.0012054908954525275 0.0010256356741731179 0.002445259475258837 0.0013734526333639546 0.0015061750016285469 0.0022558352922076551 0.0018958341344343075 0.0018229575226437421 0.0016990454389492293 0.0010175308935377967 0.0017423623957429544 0.00086067500111562233 0.0021202480574795406 0.0014761704660697071
leaf_weight=56 101 274 92 73 93 63 79 92 94 56 99 839 77 287 86 277 52 54 55
leaf_count=56 101 274 92 73 93 63 79 92 94 56 99 839 77 287 86 277 52 54 55
internal_value=0 0.00172848 0.00180442 0.00105568 0.000834884 0.00183517 0.00135948 0.00185362 0.00174337 0.00101411 0.00191322 0.001887 0.00216193 0.00184571 0.00121048 0.00179601 0.000627777 0.00189473 0.00169837
internal_weight=0 2563 2303 260 336 2211 152 2148 754 243 1394 1295 169 1126 142 660 108 328 332
internal_count=2899 2563 2303 260 336 2211 152 2148 754 243 1394 1295 169 1126 142 660 108 328 332
is_linear=0
shrinkage=0.0032998


Tree=4982
num_leaves=17
num_cat=0
split_feature=4 15 3 4 15 14 51 457 3 3 15 12 4 3 14 16
split_gain=0.791563 0.441643 0.305774 0.369052 0.351691 0.303236 0.292821 0.306283 0.323113 0.236856 0.226652 0.329789 0.184479 0.133073 0.129717 0.208264
threshold=0.31392000000000003 -0.38214499999999996 0.11391500000000002 -0.5109999999999999 -0.0088349999999999974 0.073890000000000011 0.14560000000000003 0.041935000000000007 -0.084899999999999989 -0.012814999999999998 0.10356000000000001 0.09358000000000001 0.070065000000000016 0.0035100000000000005 -1.0000000180025095e-35 -0.47730499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 3 -1 -4 6 7 10 -9 -10 12 -12 -5 -3 -2 -16
right_child=1 13 4 5 -6 -7 -8 8 9 -11 11 -13 -14 -15 15 -17
leaf_value=-0.0012014056682247494 0.01290182460491154 0.00027885794517518652 0.012436068723849116 0.012124553304771503 -0.0047419614273318516 0.021952350372556693 0.0014123517425670513 -0.0032260121915644096 0.018228947638065627 0.0031778830947651504 0.028665429465130069 0.013797031834296456 0.017818736894227055 -0.011242011772098662 0.010853421881119837 -0.0034785780518757936
leaf_weight=55 82 57 70 1676 65 97 68 67 65 55 64 127 180 56 61 54
leaf_count=55 82 57 70 1676 65 97 68 67 65 55 64 127 180 56 61 54
internal_value=0 0.00296293 0.0119695 0.0123989 0.00415186 0.0127114 0.0123212 0.0126525 0.00611509 0.0113455 0.0132488 0.0187885 0.0126778 -0.0054147 0.00777749 0.00410799
internal_weight=0 310 2589 2454 135 2399 2302 2234 187 120 2047 191 1856 113 197 115
internal_count=2899 310 2589 2454 135 2399 2302 2234 187 120 2047 191 1856 113 197 115
is_linear=0
shrinkage=0.16829


Tree=4983
num_leaves=10
num_cat=0
split_feature=3 10 147 0 10 40 11 40 12
split_gain=0.62748 0.479942 0.289586 0.360169 0.348409 0.435181 0.22203 0.176294 0.260656
threshold=0.3148450000000001 -0.11133 0.087170000000000011 -0.098064999999999986 0.053055000000000012 -0.08440499999999998 0.088630000000000014 -0.078654999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 -7 -9
right_child=-2 2 3 -5 -6 6 -8 8 -10
leaf_value=-0.0060751542542884993 -0.0041388181528494864 -0.0031523716867858415 -0.0078539137414173031 0.010101210582366633 0.023116329140867777 0.018969099364819296 0.018959113795403781 0.0028903545030603663 0.010298291372451624
leaf_weight=54 97 69 57 71 59 62 83 144 2203
leaf_count=54 97 69 57 71 59 62 83 144 2203
internal_value=0 0.00961614 0.00992514 0.00209153 0.0103072 0.0100114 0.0103766 0.0100801 0.00984454
internal_weight=0 2802 2748 128 2620 2561 2492 2409 2347
internal_count=2899 2802 2748 128 2620 2561 2492 2409 2347
is_linear=0
shrinkage=0.16829


Tree=4984
num_leaves=17
num_cat=0
split_feature=4 2 10 15 4 43 1213 4 4 15 12 15 12 1213 3 3
split_gain=0.457992 0.311698 0.382633 0.262272 0.249783 0.23301 0.384271 0.369517 0.561581 0.302833 0.687981 0.456675 0.283818 0.291386 0.271876 0.0959476
threshold=0.31392000000000003 -0.080104999999999996 -0.008179999999999998 -0.41725999999999991 0.51395000000000002 -0.0015099999999999998 0.11864000000000001 0.078235000000000013 0.024470000000000002 0.085915000000000019 0.086965000000000015 -0.11124499999999998 0.11582000000000002 0.085475000000000009 -0.14954999999999999 0.057935000000000007
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 12 8 9 11 -11 -7 13 14 -4 -5
right_child=3 2 5 15 -6 7 -8 -9 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=0.020058331423521789 0.012330549503603447 -0.004573720697291575 0.021798709901330249 4.6598584408256573e-05 -0.00033802025864727555 0.017214752665664416 0.023290153608794592 0.015881448905647265 -0.011368145057386396 0.026475483938474449 0.0059437536392910537 0.0011254695650996756 -0.0017838666747854517 -0.0012725617743034631 0.0095978001414539528 -0.0089604104899844439
leaf_weight=63 85 66 54 72 91 58 56 97 56 60 203 363 65 67 1381 62
leaf_count=63 85 66 54 72 91 58 56 97 56 60 203 363 65 67 1381 62
internal_value=0 0.00834674 0.00805394 0.00149468 0.00577012 0.00839346 0.00957161 0.00610679 0.00482309 0.00615132 0.0106346 0.00334631 0.00908021 0.00955155 0.0100582 -0.00410742
internal_weight=0 2589 2526 310 176 2460 1623 837 740 684 263 421 1567 1502 1435 134
internal_count=2899 2589 2526 310 176 2460 1623 837 740 684 263 421 1567 1502 1435 134
is_linear=0
shrinkage=0.16829


Tree=4985
num_leaves=27
num_cat=0
split_feature=4 3 10 3 3 3 4 10 4 4 13 4 4 52 15 1452 1446 4 3 4 3 160 15 3 3 52
split_gain=37.8202 12.1602 4.05602 2.87689 2.78511 1.54279 1.70465 1.35044 1.27527 0.891564 0.830279 0.81275 0.693242 0.58168 0.487782 0.444835 0.434018 0.376946 0.399348 0.355963 0.327177 0.303351 0.280819 0.270868 0.241452 0.229076
threshold=0.31392000000000003 -0.066229999999999997 -1.0000000180025095e-35 0.11391500000000002 -1.0000000180025095e-35 -0.026279999999999998 -0.0046399999999999992 -1.0000000180025095e-35 0.053330000000000009 -0.025824999999999997 0.036560000000000002 0.51292000000000015 -0.019465 -0.54752499999999993 -0.069814999999999988 0.086470000000000005 0.088585000000000011 -0.085594999999999991 -0.092319999999999985 -0.087104999999999988 -0.14719499999999996 1.0000000180025095e-35 -0.095584999999999989 0.095880000000000007 -0.097829999999999986 0.0030150000000000008
decision_type=2 2 2 2 2 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 14 -7 -2 10 -5 15 23 -6 -12 -4 16 17 19 -19 -1 -15 25 -14 -9 -22 -10
right_child=7 2 3 9 12 6 -8 11 21 -11 13 -13 22 20 -16 -17 -18 18 -20 -21 24 -23 -24 -25 -26 -27
leaf_value=0.0015227636746030116 -0.00035164826808449013 0.0002474875388788181 0.0013790672150769032 0.00088601617616987773 0.0016427189704281771 0.00022547130419342025 0.0010407585770616445 0.00021417144477181338 0.0010150382708248333 0.00030513869751875417 0.0016205285526804316 -4.7292471723323862e-05 0.0014271870291598847 0.0010305654364037825 0.00099441234182995526 0.0018114333427708845 0.0017476184945303653 0.0012200829363579197 0.0014755411925214993 0.0018235422099410477 0.0014239309704723849 0.0013815352233304034 0.0010825752052582717 0.0004945212741661152 0.0011761385420710998 0.0012830056540435676
leaf_weight=147 61 83 57 52 95 57 55 81 89 65 56 92 52 60 101 52 73 73 1039 63 101 77 54 71 79 60
leaf_count=147 61 83 57 52 95 57 55 81 89 65 56 92 52 60 101 52 73 73 1039 63 101 77 54 71 79 60
internal_value=0 0.00131468 0.000930898 0.00102731 0.00114242 0.000923118 0.00062615 8.7286e-05 0.00144545 0.000563608 0.00147578 0.000197164 0.00143682 0.00131561 0.0011334 0.00150852 0.0014972 0.00148335 0.0014588 0.00161317 0.00124432 0.00121136 0.00125196 0.000345356 0.00131537 0.00112318
internal_weight=0 2640 671 588 471 270 112 305 1969 117 1743 244 201 296 158 1447 1395 1322 1112 210 240 226 106 152 180 149
internal_count=2945 2640 671 588 471 270 112 305 1969 117 1743 244 201 296 158 1447 1395 1322 1112 210 240 226 106 152 180 149
is_linear=0
shrinkage=0.0032998


Tree=4986
num_leaves=22
num_cat=0
split_feature=4 15 16 2 49 52 52 4 2 2 4 2 52 2 4 0 0 13 13 155 157
split_gain=0.891061 0.575425 0.759809 0.480637 0.463214 0.35505 0.390363 0.326416 0.301433 0.249629 0.237532 0.232483 0.19574 0.380585 0.2867 0.682613 0.2746 0.231301 0.227636 0.18053 0.187037
threshold=0.31392000000000003 -0.46772999999999992 -0.40885499999999991 0.10859000000000001 0.12314000000000001 -0.51745999999999992 -0.093534999999999993 0.41823000000000005 0.11326500000000002 0.123795 0.6224900000000001 0.10615500000000001 -0.094219999999999984 0.10100500000000003 -0.17568999999999999 -0.066574999999999981 -0.093649999999999983 0.055610000000000007 0.0040450000000000009 0.081835000000000005 -0.07692499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 7 11 5 -5 -7 -3 -8 -10 -2 12 16 14 -14 18 -1 19 -16 20 -18
right_child=1 2 -4 4 -6 6 8 -9 9 -11 -12 -13 13 -15 15 -17 17 -19 -20 -21 -22
leaf_value=0.023234454874949417 0.016535344836940184 -0.0065774836280125901 -0.022540970086523816 0.017357155000171449 -0.010672447419950925 -0.0085414516904744001 -0.0040273771762972645 0.010355521608897354 0.01666636485764432 0.0032491812304740178 0.00091472507365782617 0.020126639463698522 0.020602742975741408 -0.0020294453565143427 0.010022666901070974 -0.0062335487687236006 0.018637984960752352 0.020300147731830098 0.0038697096619438329 -0.00032482696171961764 0.0077612756459692961
leaf_weight=57 53 80 60 58 60 65 58 54 81 77 58 55 57 96 1351 85 61 58 196 52 173
leaf_count=57 53 80 60 58 60 65 58 54 81 77 58 55 57 96 1351 85 61 58 196 52 173
internal_value=0 -0.00126701 -0.00680133 0.00833529 0.00294725 0.00536311 0.00288108 0.000232858 0.00632673 0.010139 0.00838941 0.0092938 0.00902043 0.00826261 0.00884866 0.00843703 0.0123893 0.010587 0.00924427 0.00861093 0.0106043
internal_weight=0 305 194 2640 399 339 281 134 216 158 111 2241 2186 1785 1689 1632 401 344 1547 286 234
internal_count=2945 305 194 2640 399 339 281 134 216 158 111 2241 2186 1785 1689 1632 401 344 1547 286 234
is_linear=0
shrinkage=0.16829


Tree=4987
num_leaves=27
num_cat=0
split_feature=2 2 2 0 2 15 0 0 0 15 15 0 12 52 52 52 12 2 403 12 0 15 124 0 0 0
split_gain=11.1321 5.32792 3.1557 2.55546 1.76893 1.2151 1.08826 0.848264 0.592359 0.562467 1.77526 0.626793 0.527929 0.48881 0.546687 0.441865 0.400113 0.420913 0.394989 0.388707 0.470441 0.369713 0.253807 0.243715 0.241983 0.228688
threshold=0.12068000000000001 -1.0000000180025095e-35 0.099845000000000003 -0.12851999999999997 0.25063000000000007 -0.040504999999999992 -0.14920999999999998 -0.033754999999999993 -0.083804999999999977 1.0000000180025095e-35 -0.0070899999999999991 -0.085674999999999987 0.083815000000000014 -0.45635499999999996 0.029970000000000007 0.11122500000000002 0.085380000000000011 0.087815000000000018 -0.012799999999999999 0.09253500000000002 -0.08155999999999998 -0.11277999999999998 -0.053299999999999993 -0.075434999999999988 -0.049024999999999992 -0.06952499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 6 8 22 -4 9 -2 10 19 12 -11 -5 25 -16 -13 -18 -14 20 -3 -10 -1 -21 -23 -15
right_child=4 2 3 13 -6 -7 -8 -9 21 11 -12 16 18 14 15 -17 17 -19 -20 23 -22 24 -24 -25 -26 -27
leaf_value=0.00024050815727426065 0.00035072755509129 0.0011706577828386106 0.00078048405502196671 0.0012442343192854226 -9.2649777353947326e-05 0.0009112651181873067 0.0002002328320099431 0.0014999898776181927 0.00045922224109308139 0.001605825439696666 0.00055989186402478626 0.00094178857476210145 0.0011199174281636974 0.00093863052059016308 0.0013255178095984211 0.00094275746401437761 0.001275919973043497 0.0010920761715055849 0.0014112895692715488 0.0011172245003483773 0.0014836041100636174 0.00094822033860639601 0.00053092383069577951 0.00087276164091126113 0.00063250281252930779 0.00065453601820313078
leaf_weight=62 100 538 82 103 56 80 62 96 58 75 58 70 94 76 63 71 374 219 115 131 59 53 71 70 55 54
leaf_count=62 100 538 82 103 56 80 62 96 58 75 58 70 94 76 63 71 374 219 115 131 59 53 71 70 55 54
internal_value=0 0.00109017 0.00113439 0.000903925 0.000439854 0.000589572 0.000530898 0.00119639 0.000552093 0.00118021 0.00111847 0.00123597 0.00136647 0.00105019 0.000974356 0.00112297 0.00118002 0.00120808 0.00128041 0.00115903 0.00120164 0.000673185 0.000395807 0.00103226 0.000787764 0.000820893
internal_weight=0 2623 2410 511 322 213 144 1899 266 1803 856 947 284 367 264 134 663 593 209 798 597 166 133 201 108 130
internal_count=2945 2623 2410 511 322 213 144 1899 266 1803 856 947 284 367 264 134 663 593 209 798 597 166 133 201 108 130
is_linear=0
shrinkage=0.0032998


Tree=4988
num_leaves=31
num_cat=0
split_feature=1 4 2 2 4 49 15 2 11 2 4 12 15 15 15 15 4 0 0 13 2 42 12 4 2 49 4 402 42 403
split_gain=15.6477 2.53664 1.92803 1.56607 1.44385 1.3741 1.30226 1.2416 1.22859 0.888268 0.594354 0.537245 0.53452 0.511423 0.511243 0.500005 0.482811 0.402495 0.330777 0.277936 0.287698 0.268687 0.238559 0.228976 0.162531 0.25002 0.158282 0.179565 0.242812 0.102222
threshold=0.10575500000000002 0.44128500000000004 0.10682000000000001 0.093320000000000014 -0.060239999999999995 -0.046739999999999997 -0.46483499999999994 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.008454999999999999 0.089135000000000006 -0.070009999999999975 0.11743500000000003 -0.055184999999999991 0.090725000000000014 -0.085594999999999991 -0.11073999999999999 -0.091829999999999981 0.044405000000000007 0.096325000000000008 -1.0000000180025095e-35 0.092085000000000014 0.022635000000000006 0.11426500000000002 0.094245000000000009 -0.081454999999999986 0.042235000000000002 0.091895000000000018 -0.013269999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 7 -4 -5 18 -1 11 -2 13 15 -6 19 24 16 21 -18 -3 20 -7 -9 -22 -11 25 -12 29 28 -28 -13
right_child=1 6 4 5 12 10 -8 8 -10 23 14 26 -14 -15 -16 -17 17 -19 -20 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00088224174574689997 0.00065151897480366836 0.00033015010955564356 0.0010401344419971462 0.0007064287829300365 0.00057142114436573152 0.0011395451936080246 -4.5190768686730803e-05 0.0013570375795232182 0.0017329370923335138 0.0013145879816324692 0.0011885572004585873 0.0010165591700570136 0.00020416114303604187 0.00091986465216668161 0.00074078809062241835 0.0015731611651902278 0.0010418466867616739 0.0012864634790611513 0.00068481810770642127 0.001130740986445654 0.0015838812541868904 0.0016407875568960162 0.0013146562931292006 0.0010343088262858451 0.0012507394826042533 0.00091833067311270107 0.001276813370590193 0.0013991691770550052 0.0010886403485166258 0.0012010478143989539
leaf_weight=86 55 55 52 92 101 57 73 107 66 56 69 88 76 52 57 78 85 618 61 101 60 58 98 79 56 86 167 55 143 58
leaf_count=86 55 55 52 92 101 57 73 107 66 56 69 88 76 52 57 78 85 618 61 101 60 58 98 79 56 86 167 55 143 58
internal_value=0 0.000617306 0.00076051 0.0012117 0.000556276 0.00108437 0.000299647 0.00126928 0.00129112 0.00100648 0.00113899 0.00127108 0.000413927 0.00122555 0.00102 0.00131798 0.00129501 0.00125694 0.00051696 0.00127574 0.00134369 0.00145699 0.00141712 0.00115083 0.00109525 0.00103885 0.00118418 0.00122172 0.00119012 0.00109009
internal_weight=0 608 419 2337 229 728 189 1609 1523 190 636 1457 177 368 268 946 868 703 116 316 215 165 158 135 211 155 511 365 310 146
internal_count=2945 608 419 2337 229 728 189 1609 1523 190 636 1457 177 368 268 946 868 703 116 316 215 165 158 135 211 155 511 365 310 146
is_linear=0
shrinkage=0.0032998


Tree=4989
num_leaves=18
num_cat=0
split_feature=10 2 10 52 52 13 48 2 3 13 49 3 150 0 49 39 2
split_gain=0.84688 0.531491 0.370019 0.245205 0.676709 0.286097 0.25232 0.29707 0.261969 0.209438 0.225285 0.69682 0.277082 0.217969 0.25651 0.184195 0.105678
threshold=-0.089679999999999982 0.10859000000000001 0.057650000000000007 -0.41694999999999993 -0.063199999999999992 -0.057284999999999996 0.11579500000000002 0.13447000000000003 -0.054399999999999997 -0.10373499999999998 -0.079769999999999994 -0.015474999999999997 0.085200000000000012 -0.23089999999999997 -0.014114999999999997 0.0047850000000000011 0.090085000000000012
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 -5 7 8 -6 16 11 12 -11 -12 -15 -16 -2
right_child=1 3 -4 4 6 -7 -8 -9 -10 10 13 -13 -14 14 15 -17 -18
leaf_value=-0.0092474385915682702 0.020746087078504883 0.011049852525564275 -0.0020510965013518156 -0.0013266955811138171 0.0058035513330894958 -0.018608938142768122 -0.0052989265492408757 -0.00021897474499503447 0.018823384823610161 -0.013330004584809702 -0.00082705188826981478 0.018627457174632867 0.0036283841450738129 0.018436029829214058 0.0098932769828372537 0.0015575064527745327 0.010656004250799508
leaf_weight=82 69 94 80 55 101 54 52 93 78 53 54 55 56 97 1740 79 53
leaf_count=82 69 94 80 55 101 54 52 93 78 53 54 55 56 97 1740 79 53
internal_value=0 0.00808846 0.00917797 0.00325563 0.00155943 -0.00990502 0.00542184 0.00747801 0.011487 0.00957696 0.00918734 0.00317811 -0.00460096 0.00968669 0.00998394 0.00953224 0.0163774
internal_weight=0 2863 2336 527 433 109 324 272 179 2256 2134 164 109 1970 1916 1819 122
internal_count=2945 2863 2336 527 433 109 324 272 179 2256 2134 164 109 1970 1916 1819 122
is_linear=0
shrinkage=0.16829


Tree=4990
num_leaves=18
num_cat=0
split_feature=2 133 150 49 1427 0 403 480 14 0 39 14 2 2 13 13 0
split_gain=0.472559 0.323468 0.305404 0.458781 0.337621 0.321075 0.296351 0.269567 0.256196 0.209089 0.183039 0.183884 0.122693 0.255471 0.202552 0.0982913 0.0228702
threshold=0.11248000000000001 -0.14212499999999997 0.086765000000000023 -0.087529999999999983 0.081395000000000009 -0.098064999999999986 -0.5407249999999999 -0.039079999999999997 -0.073764999999999983 -0.08397499999999998 0.08955500000000001 0.056865000000000006 0.12933000000000003 0.14253500000000002 -0.059629999999999996 -0.032149999999999991 -0.071299999999999988
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 6 -4 -5 -8 -3 -7 11 -9 14 -14 16 -15 -10
right_child=1 8 5 4 -6 9 7 10 12 -11 -12 -13 13 15 -16 -17 -18
leaf_value=0.02151652222122365 0.014058872691670658 -0.0088976053190980217 -0.0078403855019283566 0.017348514291665482 0.020392999080720366 0.012261269126959648 -0.0033252452080099072 0.0070507431635742157 0.0017820405282538011 -0.00082203795403095652 -0.0002189187865793559 0.016119323079921945 0.013655220355059033 -0.0040139435108033196 -0.006249160325776118 0.0056841929459483936 0.0067846975657855999
leaf_weight=67 53 74 74 76 55 71 74 1786 54 67 94 66 64 64 102 55 52
leaf_count=67 53 74 74 76 55 71 74 1786 54 67 94 66 64 64 102 55 52
internal_value=0 0.0016019 0.0072052 0.00778862 0.00736018 0.00109289 0.00701734 0.00662775 0.000178214 0.00589621 0.00700716 0.00737489 0.00190048 0.00508018 -0.000888398 0.000453291 0.00425312
internal_weight=0 518 2430 2218 2151 212 2096 2020 465 138 1946 1852 391 183 208 119 106
internal_count=2948 518 2430 2218 2151 212 2096 2020 465 138 1946 1852 391 183 208 119 106
is_linear=0
shrinkage=0.16829


Tree=4991
num_leaves=29
num_cat=0
split_feature=4 2 12 15 0 15 151 12 0 151 2 484 484 48 4 4 39 52 42 0 42 130 16 16 157 52 4 4
split_gain=10.1923 5.42301 2.34817 1.14147 1.1455 1.71605 1.20182 0.948671 0.896091 0.657349 0.606314 0.565992 0.597887 0.546566 0.494952 0.443247 0.436279 0.383009 0.459251 0.356541 0.301747 0.227433 0.214334 0.209683 0.20854 0.151786 0.140827 0.101267
threshold=0.31392000000000003 0.13554000000000002 0.023990000000000004 0.021950000000000001 -0.10998999999999999 -0.11532999999999999 -0.029339999999999995 0.084735000000000019 -0.18713499999999997 -1.0000000180025095e-35 -0.069044999999999981 0.0045600000000000007 0.086315000000000017 0.08956500000000002 -0.082619999999999985 0.053330000000000009 0.0047850000000000011 0.042815000000000006 0.083925000000000013 -0.082234999999999989 0.096160000000000009 0.006490000000000001 -0.45743999999999996 -0.4136149999999999 1.0000000180025095e-35 -1.0000000180025095e-35 -0.014099999999999998 0.10055500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 14 -2 -6 -10 15 -13 -3 -4 19 25 18 -16 21 23 -9 -17 -12 -21 -11 -14 -24
right_child=8 13 7 -5 9 6 -8 11 10 16 20 12 26 -15 17 22 -18 -19 -20 24 -22 -23 27 -25 -26 -27 -28 -29
leaf_value=0.0011214013934854848 0.00079958613392613301 0.00064194487541848323 0.001551636829365338 0.0013299929812325816 0.00069395875716618061 0.00080510481127636212 0.0001640609656195892 0.0012276994212182871 0.00066814258820322987 0.0011208856391266221 0.00031353812436474851 0.00073167386898738635 0.0010029926473932827 0.00018898924285786186 0.0015475253695257649 0.0012007880415242892 0.00090249091438931333 0.001016466597420547 0.0011630424710686645 0.0011265988001774075 0.00045742107459523365 0.0014184017452227467 0.0010336580116890983 3.5659922596338619e-05 0.0013119560235998475 0.001374826226474776 0.0012348164417841328 0.00085540183013579213
leaf_weight=62 68 55 95 65 53 58 71 504 57 55 61 69 60 62 67 59 66 53 71 688 66 82 93 58 76 53 60 61
leaf_count=62 68 55 95 65 53 58 71 504 57 55 61 69 60 62 67 59 66 53 71 688 66 82 93 58 76 53 60 61
internal_value=0 0.00109717 0.00112941 0.000922207 0.000858711 0.000669852 0.000452555 0.0011785 0.000464454 0.00101746 0.000370139 0.0011496 0.000977907 0.000402218 0.0013554 0.00117034 0.0011158 0.00125761 0.00134997 0.00119258 0.000278132 0.00125444 0.00102923 0.000178398 0.00114508 0.00124583 0.0011192 0.000963279
internal_weight=0 2638 2521 483 418 191 129 2038 310 227 242 1752 189 117 286 1563 174 191 138 1350 185 586 213 119 764 108 120 154
internal_count=2948 2638 2521 483 418 191 129 2038 310 227 242 1752 189 117 286 1563 174 191 138 1350 185 586 213 119 764 108 120 154
is_linear=0
shrinkage=0.0032998


Tree=4992
num_leaves=16
num_cat=0
split_feature=2 52 0 16 2 16 52 150 457 1429 0 10 52 14 457
split_gain=0.422534 0.285858 0.250751 0.334567 0.238846 0.23715 0.378946 0.226381 0.31765 0.418282 0.536413 0.275636 0.26982 0.244081 0.217723
threshold=0.13554000000000002 -0.56393999999999989 0.024295000000000001 0.014185000000000001 0.10472500000000001 -0.42170999999999997 -0.020314999999999996 0.088985000000000009 -0.085584999999999981 0.026145000000000005 -0.086354999999999987 -0.010699999999999999 -0.031059999999999997 0.078785000000000008 0.041025000000000006
decision_type=2 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 11 -11 -10 -9 -13 -14
right_child=5 2 3 4 -6 6 -8 12 9 10 -12 13 14 -15 -16
leaf_value=0.018876536580393555 0.0087381797533539075 0.017461010151844706 -0.0090583969454299078 0.011261619156752133 -0.0032838893459279849 0.0031266002178016168 -0.012943797589982904 -0.0074221159245213197 0.019321590104872097 -0.014094303084770899 0.007248596723792267 0.0074476929590687512 0.00048676151871820429 -0.0033453285575303672 0.013471807507539433
leaf_weight=52 52 83 68 80 53 90 77 66 54 60 75 1921 97 61 59
leaf_count=52 52 83 68 80 53 90 77 66 54 60 75 1921 97 61 59
internal_value=0 0.00650123 0.00626017 0.000533926 0.00545178 -0.00117489 -0.00427235 0.0067243 0.00722953 0.00683754 -0.00222383 0.00743925 0.00158645 0.00711461 0.00540929
internal_weight=0 2729 2677 201 133 219 167 2476 2254 2171 135 2036 222 1982 156
internal_count=2948 2729 2677 201 133 219 167 2476 2254 2171 135 2036 222 1982 156
is_linear=0
shrinkage=0.16829


Tree=4993
num_leaves=35
num_cat=0
split_feature=1 2 3 2 150 2 39 0 16 3 156 0 1446 12 1 2 12 12 156 0 3 51 2 16 0 16 16 43 2 43 3 2 2 0
split_gain=18.4625 2.91163 2.55825 1.59325 1.41701 0.953341 0.866433 0.792242 0.777184 0.697582 0.66648 0.579501 0.58509 0.513816 0.491251 0.536815 0.574241 0.436802 0.416211 0.363173 0.546535 0.309201 0.307429 0.292532 0.263577 0.251664 0.214088 0.318176 0.212043 0.210663 0.246506 0.179364 0.212507 0.0913116
threshold=0.10684 0.11543500000000002 -0.039864999999999991 0.095850000000000005 1.0000000180025095e-35 0.17553000000000005 0.08252000000000001 -0.049024999999999992 -0.27637999999999996 -0.082294999999999993 0.093425000000000022 -0.085674999999999987 0.085380000000000011 0.088665000000000008 0.09717000000000002 0.113445 0.089995000000000006 0.10052500000000002 0.087570000000000023 -0.072924999999999976 0.085090000000000013 0.10072000000000002 0.084145000000000011 -0.085644999999999985 -0.069074999999999984 -0.086219999999999977 -0.075724999999999987 -0.083479999999999985 0.084275000000000003 -0.070414999999999991 -0.012504999999999997 0.13966500000000001 0.12681500000000004 -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=3 2 7 9 6 21 14 -2 -4 11 19 13 18 22 15 16 -5 -17 26 20 29 31 25 -24 -18 -1 28 -28 -13 33 -31 32 -3 -11
right_child=1 5 8 4 -6 -7 -8 -9 -10 10 -12 12 -14 -15 -16 17 24 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 30 -32 -33 -34 -35
leaf_value=0.0016181484814057601 0.0014441409479705426 0.00042813135677573672 0.00037339139408184787 0.0015610065141856654 0.00073952849402832762 9.6545123106624116e-05 0.0008855577276799504 0.00094628818780682434 0.00083899369719260249 0.0013328871562341047 0.0016969051961727352 0.001546780669582447 0.0010680774651428888 0.0013432453098242926 0.001556690374548866 0.000856866811340749 0.0013212263965316925 0.0012375681129698467 0.0011669605539690988 0.0011138204542462096 0.0010388976397626016 0.00078678090224926038 0.0017390648503842624 0.0014389135460981977 0.0010467902593282216 0.0019284946796574698 0.0014419058064915106 0.0017266459057271159 0.0013462299208413667 0.0013797459276920496 0.0016169841117253873 0.00033118705646453892 0.00070949975667886414 0.0011780241597773319
leaf_weight=60 87 61 69 95 62 61 59 59 91 135 53 89 52 82 76 52 144 93 56 91 61 52 57 102 54 59 105 76 183 336 58 52 58 68
leaf_count=60 87 61 69 95 62 61 59 59 91 135 53 89 52 82 76 52 144 93 56 91 61 52 57 102 54 59 105 76 183 336 58 52 58 68
internal_value=0 0.000703654 0.00092709 0.00135647 0.00121478 0.000462787 0.00126614 0.0012432 0.000638423 0.00140867 0.00133704 0.00147101 0.00140413 0.00157515 0.00130976 0.00126683 0.00134863 0.00110128 0.00143839 0.00131152 0.00133881 0.000562812 0.00164342 0.00154674 0.00124656 0.00177231 0.00147186 0.00156166 0.00141198 0.0013694 0.00141476 0.000494498 0.000565565 0.00128119
internal_weight=0 590 306 2358 635 284 573 146 160 1723 802 921 561 360 514 438 293 145 509 749 658 223 278 159 198 119 453 181 272 597 394 171 119 203
internal_count=2948 590 306 2358 635 284 573 146 160 1723 802 921 561 360 514 438 293 145 509 749 658 223 278 159 198 119 453 181 272 597 394 171 119 203
is_linear=0
shrinkage=0.0032998


Tree=4994
num_leaves=31
num_cat=0
split_feature=1 1 2 12 0 10 13 13 2 2 157 157 12 12 0 133 133 157 52 16 2 52 50 13 1 12 133 1 52 51
split_gain=23.9528 3.30229 2.1901 2.0795 1.22662 0.76614 0.684999 0.61446 0.931389 0.542427 0.527331 0.578356 0.455795 0.449143 0.382564 0.325484 0.998321 0.35748 0.377553 0.610968 0.302516 0.361419 0.262674 0.253918 0.245968 0.218784 0.191315 0.139068 0.0432291 0.0251054
threshold=0.108865 0.12313000000000002 0.095850000000000005 0.085075000000000026 -0.14076499999999997 -1.0000000180025095e-35 -0.0042049999999999995 -0.47365999999999991 0.13501500000000002 0.13154000000000002 -0.082714999999999983 -0.07797999999999998 0.084065000000000015 -0.082039999999999988 -0.076204999999999981 0.017095000000000003 0.089725000000000013 0.0017700000000000001 0.048535000000000002 0.16094000000000003 0.085730000000000015 0.28122000000000008 0.08956500000000002 0.06211500000000001 0.089370000000000019 0.095230000000000023 0.099135000000000015 0.11657000000000002 0.089455000000000021 -0.083574999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 -4 -1 7 -3 -9 15 12 -12 -7 -2 20 17 -17 18 19 -6 21 -13 24 -8 -16 -22 -18 -5 -28 -14
right_child=1 6 4 27 9 10 23 8 -10 -11 11 14 29 -15 22 16 26 -19 -20 -21 25 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0011547921307489104 0.00047780851032074728 0.00061928258046337363 0.00096766208039820631 0.0014459372257680338 0.00092056383931185635 0.0019541089759483139 0.0008263523596130566 0.00045822980554010261 -0.00011327272002742902 0.0010531933727984601 0.0011822645996277424 0.0016336226987309298 0.0015254110114565679 0.00085591571542156775 0.0014304041316712628 0.0018865904039423644 0.0012042989356061914 0.0015562557833429466 0.0014332949841322313 0.0013603248156490201 0.0014813942228860478 0.0013583968787820009 0.001577543216370426 0.00049751498831278784 0.0011540863207841695 0.0016882256441090966 0.0013776307031223209 0.0011984606400791407 0.0015226639604322871 0.0016471218086764338
leaf_weight=59 55 54 101 53 65 59 52 68 57 56 54 568 52 93 100 54 55 59 90 75 553 59 70 52 57 65 56 52 53 52
leaf_count=59 55 54 101 53 65 59 52 68 57 56 54 568 52 93 100 54 55 59 90 75 553 59 70 52 57 65 56 52 53 52
internal_value=0 0.000694088 0.00146541 0.000968142 0.00130372 0.00152681 0.000448961 0.000324829 0.000197343 0.00136394 0.00153979 0.00152053 0.00171984 0.000715641 0.00153292 0.00139819 0.00149572 0.00132451 0.0012649 0.0011564 0.0015559 0.00160778 0.0014067 0.000662272 0.00133031 0.00150321 0.0013668 0.00132371 0.00144847 0.00158661
internal_weight=0 536 2412 253 664 1748 283 179 125 563 1689 1526 163 148 1472 507 218 289 230 140 1245 627 227 104 157 618 164 105 109 104
internal_count=2948 536 2412 253 664 1748 283 179 125 563 1689 1526 163 148 1472 507 218 289 230 140 1245 627 227 104 157 618 164 105 109 104
is_linear=0
shrinkage=0.0032998


Tree=4995
num_leaves=28
num_cat=0
split_feature=4 4 0 14 457 15 12 48 4 48 16 16 4 16 1 52 12 484 2 43 12 1209 4 13 15 4 475
split_gain=0.577501 0.755948 0.75829 0.730901 0.559204 0.457106 1.00983 0.383447 0.33774 0.334862 0.304318 0.469591 0.549629 0.397887 0.291066 0.379395 0.366527 0.270634 0.278554 0.262606 0.20204 0.132865 0.159911 0.1475 0.143431 0.125203 0.10761
threshold=-0.021269999999999997 -0.016339999999999997 0.024295000000000001 -0.23835999999999999 0.11129500000000002 -0.014669999999999997 0.081320000000000017 0.093225000000000016 0.043640000000000005 0.078735000000000013 -0.011964999999999998 0.14976500000000001 -0.111135 -0.051259999999999993 0.082295000000000021 -0.41694999999999993 0.087965000000000015 -0.081534999999999982 0.087445000000000009 -0.010894999999999998 0.092475000000000016 -0.078174999999999981 -0.076164999999999997 -0.08156999999999999 0.10127500000000002 -0.42305999999999994 -0.010719999999999999
decision_type=2 2 2 2 2 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 -3 5 14 -7 9 -8 10 13 12 -12 21 15 -5 -16 -14 -19 -15 26 -1 23 -23 -24 -22 -13
right_child=1 2 -4 4 -6 6 8 -9 -10 -11 11 20 17 19 16 -17 -18 18 -20 -21 25 22 24 -25 -26 -27 -28
leaf_value=0.0012928138207571179 -0.014776540620743531 0.019294534453764351 -0.014686763166755282 -0.006388014660865261 -0.012384180399999636 0.032135060192993448 0.010494635682801902 -0.002223081326197834 -0.0057676053433262271 0.022366443219440819 -0.013913158068803815 0.0098225555848080719 -0.0051696826136045492 0.01254812558582648 -0.002884988646823539 0.0079645435863407235 0.0066808511510249658 0.017077292237462887 0.00096142491395788821 0.027721945401414927 0.010949241648487557 0.0061047323024008187 -0.0011574444679369905 0.01240101616445596 0.010538205849764672 1.3480007745385786e-06 0.019929760119991532
leaf_weight=60 60 98 56 59 55 53 118 90 52 52 61 57 55 78 319 442 176 61 61 56 59 143 67 415 53 60 65
leaf_count=60 60 98 56 59 55 53 118 90 52 52 61 57 55 78 319 442 176 61 61 56 59 143 67 415 53 60 65
internal_value=0 0.00372154 0.00450003 0.00528447 0.00420537 0.00495534 0.0118458 0.00840938 0.00550973 0.00909272 0.00858048 0.00516518 -0.000129735 0.0104545 0.0034108 0.00627074 0.000512569 0.00461033 0.00903409 0.0189028 0.0104016 0.00891807 0.00959022 0.0107907 0.00399316 0.00544439 0.0152223
internal_weight=0 1488 1428 1372 1274 1219 223 1493 170 1403 1351 479 238 872 996 501 495 177 122 134 241 738 678 558 120 119 122
internal_count=2981 1488 1428 1372 1274 1219 223 1493 170 1403 1351 479 238 872 996 501 495 177 122 134 241 738 678 558 120 119 122
is_linear=0
shrinkage=0.16829


Tree=4996
num_leaves=32
num_cat=0
split_feature=1 1 16 1 151 12 10 12 12 13 133 0 4 50 16 151 4 1443 4 156 13 4 13 50 16 51 0 4 4 13 13
split_gain=36.8641 7.60725 4.7603 2.17828 2.38589 2.0446 1.42466 1.31051 1.30251 1.1344 1.10685 0.924653 1.19571 0.694832 1.51655 0.641848 0.584353 0.538927 0.52639 0.678716 0.602318 0.522963 0.45139 0.418375 0.499862 0.391819 0.275267 0.140982 0.0991818 0.0937076 0.0918365
threshold=0.10442000000000001 0.13257000000000002 0.12992000000000004 0.092845000000000025 -1.0000000180025095e-35 0.088365000000000013 -0.063134999999999983 0.091545000000000015 -1.0000000180025095e-35 -0.14258499999999999 0.087045000000000025 -0.060094999999999989 -0.013359999999999999 0.08568000000000002 0.067035000000000011 -0.083274999999999988 0.056815000000000011 1.0000000180025095e-35 -0.074254999999999988 0.083540000000000017 -0.077799999999999994 -0.055754999999999992 -0.014114999999999997 0.091050000000000006 -0.011964999999999998 0.0045000000000000014 -0.082304999999999975 0.5124550000000001 0.054720000000000012 -0.073984999999999981 -0.048579999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 7 -5 10 -3 9 27 -1 15 12 26 14 -6 -2 -17 18 23 25 -21 -13 28 24 -11 -20 -9 -8 -14 -28 -31
right_child=1 6 -4 4 13 -7 8 11 -10 17 -12 21 22 -15 -16 16 -18 -19 19 20 -22 -23 -24 -25 -26 -27 29 -29 -30 30 -32
leaf_value=0.0025427389226001743 0.0014507612014956384 0.00015619036772715548 0.0019944719390286242 0.0012278621667158383 0.0014895127927341645 0.0015985236271194797 0.00066832920928214246 0.0022850486756065425 0.0011447448047303109 0.0021525475922778798 0.0005998906603019577 0.0014162980579048082 0.0019811013599583091 0.0021492500170741447 0.0022018110187978024 0.00074995706119408191 0.0011839629182042808 0.002402073107406112 0.0019732703337043004 0.0020327202730487568 0.0024600225893204805 0.0018659769192553683 0.0015366597131061495 0.0023926802885113141 0.0019118363966302424 0.0017223077105084793 0.0021721032238740008 0.00042461416324675582 0.0017783719657393701 0.0018768994114589513 0.0020512472570224593
leaf_weight=58 53 55 101 77 86 93 52 67 63 423 53 59 59 81 53 54 93 52 443 107 56 56 67 60 125 83 52 54 59 52 135
leaf_count=58 53 55 101 77 86 93 52 67 63 423 53 59 59 81 53 54 93 52 443 107 56 56 67 60 125 83 52 54 59 52 135
internal_value=0 0.00111491 0.00136369 0.00199367 0.00172907 0.00117946 0.000618292 0.00203269 0.000768471 0.00208821 0.00102528 0.00190374 0.00196648 0.00190434 0.00176136 0.00113784 0.00102477 0.00206864 0.00205524 0.00199199 0.00217974 0.00163558 0.00175587 0.00212687 0.00209771 0.00193374 0.00209369 0.000544505 0.00188004 0.0020399 0.00200295
internal_weight=0 671 447 2310 297 346 224 2013 169 1407 253 606 491 220 139 200 147 1349 1297 689 163 115 185 608 548 526 306 106 118 239 187
internal_count=2981 671 447 2310 297 346 224 2013 169 1407 253 606 491 220 139 200 147 1349 1297 689 163 115 185 608 548 526 306 106 118 239 187
is_linear=0
shrinkage=0.0032998


Tree=4997
num_leaves=20
num_cat=0
split_feature=4 2 123 2 0 16 10 3 2 4 1375 0 4 43 43 52 3 52 2
split_gain=30.6968 13.2588 6.45314 2.70376 1.54483 1.53829 1.45583 1.0416 0.950599 0.827076 0.77971 0.8822 0.884111 0.76939 0.610221 0.580692 0.30732 0.222684 0.260729
threshold=0.31392000000000003 0.13388500000000003 1.0000000180025095e-35 0.10523 -0.11991499999999998 -0.53592999999999991 -1.0000000180025095e-35 -0.13392999999999997 0.086365000000000011 0.015030000000000002 -0.082654999999999992 -0.15029999999999996 0.032770000000000001 -0.049999999999999996 -0.072364999999999985 -0.54883999999999988 0.11391500000000002 -0.031059999999999997 0.11248000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 -2 -7 14 -4 -3 -9 -12 -13 -8 -1 -6 -15 -17 -19
right_child=5 9 8 4 15 6 13 10 -10 -11 11 12 -14 16 -16 17 -18 18 -20
leaf_value=0.0016955662187519681 0.00079460583680614769 0.00021968150762556886 0.0005378055679754666 0.0008645232418038202 0.0017417917688088474 -0.00019401925633822894 0.000151524940678975 0.0012756687151765621 0.0010970972649720233 0.0007683980566398547 0.0019744544020107945 0.0016497325085053688 0.0014226998973672078 0.00075819907010802256 0.0021281189592247621 0.0012273511282806589 0.0004107631779766424 0.0016213688233264472 0.0013021410423353875
leaf_weight=71 93 71 57 65 54 52 67 68 80 52 82 1562 215 61 74 89 52 54 62
leaf_count=71 93 71 57 65 54 52 67 68 80 52 82 1562 215 61 74 89 52 54 62
internal_value=0 0.00151036 0.00156174 0.00160159 0.00132072 0.000435821 0.000291846 0.00164549 0.000864656 0.000451946 0.00162507 0.00163784 0.00162228 0.000432403 0.00191656 0.00143507 0.000598629 0.0013541 0.00145105
internal_weight=0 2656 2533 2396 324 325 232 2072 137 123 1927 1859 1777 180 145 259 113 205 116
internal_count=2981 2656 2533 2396 324 325 232 2072 137 123 1927 1859 1777 180 145 259 113 205 116
is_linear=0
shrinkage=0.0032998


Tree=4998
num_leaves=13
num_cat=0
split_feature=1375 123 0 10 10 2 15 12 133 124 0 160
split_gain=0.718121 0.461083 0.414279 0.346136 0.354361 0.36925 0.28714 0.395312 0.288143 0.223979 0.385362 0.243282
threshold=-0.096734999999999988 1.0000000180025095e-35 -0.23066499999999998 0.057650000000000007 -0.088499999999999981 -0.0011799999999999998 1.0000000180025095e-35 0.083785000000000012 -0.0043399999999999992 -0.080429999999999988 -0.06537999999999998 0.07827000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 8 -8 -7 11 -11 -3
right_child=1 9 3 -5 5 6 7 -9 -10 10 -12 -13
leaf_value=-0.010287881181750962 0.020311432790356923 -0.008310273904484293 -0.0038121497611002027 -0.0050419727719085714 0.022540312162031409 0.0017576796865197144 0.019613367711703512 0.0093312845256884047 0.0080086943007264873 0.015944953945981763 -0.0038265878524583203 0.0059964527735585959
leaf_weight=63 82 95 65 55 54 263 119 992 1029 60 52 52
leaf_count=63 82 95 65 55 54 263 119 992 1029 60 52 52
internal_value=0 0.00786049 0.00852082 0.00814494 0.00843323 0.00875792 0.00844745 0.0104342 0.00673763 0.00107435 0.00674927 -0.00323717
internal_weight=0 2918 2659 2577 2522 2457 2403 1111 1292 259 112 147
internal_count=2981 2918 2659 2577 2522 2457 2403 1111 1292 259 112 147
is_linear=0
shrinkage=0.16829


Tree=4999
num_leaves=29
num_cat=0
split_feature=4 2 12 13 12 4 457 2 2 12 16 2 12 2 16 11 12 16 39 43 475 2 16 12 402 43 16 43
split_gain=45.2278 15.6938 7.71065 2.77111 2.73989 2.5593 2.40596 2.15235 1.9719 1.38549 1.25541 1.23231 0.938426 0.894147 0.743016 0.747273 0.716065 0.608984 0.486429 0.392311 0.323927 0.358206 0.300623 0.27681 0.25336 0.149078 0.122709 0.0607209
threshold=0.31392000000000003 0.13388500000000003 0.056995000000000011 -0.00027999999999999998 -0.042789999999999988 0.049545000000000006 0.082870000000000013 -0.007134999999999999 0.098180000000000003 0.083785000000000012 -0.10750499999999999 0.12750000000000003 0.10312 0.153865 -0.083144999999999983 0.080070000000000016 -1.0000000180025095e-35 -0.49057499999999993 0.083645000000000011 -0.025879999999999997 -0.0070399999999999994 0.090640000000000012 -0.54150999999999994 0.11697000000000002 -0.024234999999999996 -0.064179999999999987 -0.46591499999999991 -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=1 2 3 7 17 9 16 -1 -9 19 26 22 14 -3 24 -16 -5 -2 -10 -4 -18 -22 -6 25 -11 -14 -7 -12
right_child=4 13 5 6 11 10 -8 8 18 12 27 -13 23 -15 15 -17 20 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00090072271625035358 0.00073129238424071306 0.0011895702480062727 0.0024486036609302486 0.001810724863260654 0.0014313234300238017 0.0022543783942606554 0.0013623906499206713 0.0021964886220069133 0.0011843650531752851 0.0026066200753257977 0.0017381230506581836 0.00064305316409743679 0.002230099635466306 0.00062072339493392812 0.002214593608176382 0.0025415517467220149 0.0020448696355417611 0.00029794114788301852 0.0016377818450277551 0.0028435548820186975 0.0021702476434289279 0.0025601943013646919 0.0010982164632286225 0.0018385575963695375 0.0023709262115551031 0.0020126101604412039 0.0020448495271337018 0.001568391953103282
leaf_weight=52 57 69 62 52 56 55 53 53 52 63 53 52 73 54 1017 84 53 94 53 53 53 54 66 55 323 77 88 55
leaf_count=52 57 69 62 52 56 55 53 53 52 63 53 52 73 54 1017 84 53 94 53 53 53 54 66 55 323 77 88 55
internal_value=0 0.0020917 0.00214761 0.00176829 0.000787404 0.00223514 0.00199305 0.00148451 0.00167642 0.00227861 0.00192201 0.0010698 0.00225464 0.000940119 0.0022837 0.00223957 0.00215054 0.000461757 0.00141357 0.00263093 0.00226076 0.00236737 0.00125141 0.0020437 0.00240949 0.00211869 0.00212568 0.00165201
internal_weight=0 2656 2533 475 325 2058 265 210 158 1807 251 174 1692 123 1487 1101 212 151 105 115 160 107 122 205 386 150 143 108
internal_count=2981 2656 2533 475 325 2058 265 210 158 1807 251 174 1692 123 1487 1101 212 151 105 115 160 107 122 205 386 150 143 108
is_linear=0
shrinkage=0.0032998


Tree=5000
num_leaves=20
num_cat=0
split_feature=4 1452 11 42 15 13 0 49 0 402 1213 4 160 15 1 1 160 42 49
split_gain=0.511841 0.414398 0.347905 0.37096 0.363076 0.32324 0.284204 0.698293 0.411997 0.230757 0.380625 0.227533 0.502257 0.333119 0.329963 0.285701 0.302145 0.287306 0.263602
threshold=0.024470000000000002 0.08790000000000002 1.0000000180025095e-35 0.12650500000000003 1.0000000180025095e-35 0.10621000000000001 -0.12851999999999997 -0.053544999999999988 -0.098749999999999991 0.11225500000000001 0.10675500000000002 0.070065000000000016 -0.043349999999999993 -0.040504999999999992 0.14450000000000005 0.085880000000000026 -0.056389999999999989 0.093155000000000016 0.016520000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 11 7 -1 -8 10 -10 12 -2 14 15 -13 -17 -18 -14
right_child=5 -3 4 -5 -6 -7 8 -9 9 -11 -12 13 18 -15 -16 16 17 -19 -20
leaf_value=0.015051995556538836 -0.012574732726162802 0.024324359639771094 0.011513168116980289 -0.0040779190073839747 0.028552389016665645 -0.0047102011385933311 0.025017770836471911 -0.0083448525718762285 0.010038642118537704 0.018103696016378044 -0.0019905011694695725 0.012302430314706151 0.014295629103971016 0.017212517537374027 0.018634170734548632 0.011284262887196089 0.0026209005332565615 -0.011169873881613232 -0.0011744148075674349
leaf_weight=68 52 59 98 56 56 81 53 77 1550 93 78 95 67 97 53 67 133 63 58
leaf_count=68 52 59 98 56 56 81 53 77 1550 93 78 95 67 97 53 67 133 63 58
internal_value=0 0.0103906 0.0100036 0.00940093 0.0177209 0.00533023 0.00979521 0.00261507 0.0103811 0.00992927 0.0094612 0.00652011 0.00131193 0.00833124 0.0062308 0.00438953 0.00152442 -0.00180268 0.00710316
internal_weight=0 2188 2129 1975 154 766 1919 145 1774 1721 1628 685 177 508 411 358 263 196 125
internal_count=2954 2188 2129 1975 154 766 1919 145 1774 1721 1628 685 177 508 411 358 263 196 125
is_linear=0
shrinkage=0.16829


Tree=5001
num_leaves=12
num_cat=0
split_feature=48 51 43 157 3 481 0 12 51 11 3
split_gain=0.764388 0.389166 0.305983 0.294535 0.434136 0.4031 0.312331 0.33246 0.286508 0.276743 0.199883
threshold=0.13991500000000004 0.14276500000000003 -0.50182499999999985 -0.084589999999999985 -0.086254999999999984 -0.087234999999999993 -0.12851999999999997 -0.11319999999999998 -0.023999999999999997 0.091055000000000011 0.12955000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 8 -8 -7 -9 -10
right_child=-2 -3 3 5 -6 6 7 9 10 -11 -12
leaf_value=0.018522895169430689 -0.012658619193155054 0.019976873843306129 0.026470491774713875 -0.005257223616864609 0.0078817035866818336 -0.0084080601610303854 0.021068226068770669 0.0079934399988416047 0.0070045588386193468 -0.0039758751890611793 -0.0034001386815736162
leaf_weight=71 52 74 55 75 102 56 54 2057 235 56 67
leaf_count=71 52 74 55 75 102 56 54 2057 235 56 67
internal_value=0 0.00791436 0.00759809 0.00731609 0.0144051 0.00688733 0.00724877 0.00800994 0.00263636 0.00767537 0.00469028
internal_weight=0 2902 2828 2757 157 2600 2525 2167 358 2113 302
internal_count=2954 2902 2828 2757 157 2600 2525 2167 358 2113 302
is_linear=0
shrinkage=0.16829


Tree=5002
num_leaves=28
num_cat=0
split_feature=1 3 12 4 1 12 3 1 16 3 40 0 1 0 0 4 12 51 1456 4 52 16 12 16 16 43 3
split_gain=21.7825 3.70425 2.69131 1.86947 1.59506 1.40455 1.09329 1.01101 0.821776 0.784818 0.71172 0.609134 0.53385 0.513277 0.489765 0.468363 0.35728 0.310866 0.310778 0.297533 0.26983 0.682257 0.251375 0.240349 0.218733 0.0970453 0.078735
threshold=0.10749500000000002 -0.049204999999999992 0.056995000000000011 0.41165000000000002 0.087225000000000011 0.096990000000000007 -0.0031199999999999995 0.079225000000000004 0.26411500000000004 -0.15755 -0.084924999999999987 -0.021574999999999997 0.12000500000000001 -0.14867499999999997 -0.070134999999999989 -0.0042499999999999994 0.082795000000000021 -0.025499999999999998 0.088020000000000001 0.13995000000000002 -0.046194999999999993 -0.4136149999999999 0.10742000000000002 -0.0021749999999999994 -0.004174999999999999 -0.10945499999999998 -0.073159999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 7 9 -6 24 -2 -4 -3 15 19 -8 16 25 -11 23 -19 -12 -14 -22 -17 -18 -1 -7 -27
right_child=1 10 5 -5 6 11 13 -9 -10 14 12 -13 20 -15 -16 22 17 18 -20 -21 21 -23 -24 -25 -26 26 -28
leaf_value=0.0010764938304896792 0.00079708004536412915 -0.00010989714227948113 0.001575291848372866 0.00033004245423131159 0.00046756417980793797 0.0012812558670388888 0.00072315352671334843 0.0014163742483863462 0.00132072823796642 0.001521061553453368 0.00031467419641780691 0.00070344961540251289 3.8530080820115654e-05 0.0011435635328610307 0.0010135404477521499 0.00074951862269683346 0.0012832475488616338 0.0012330319644682616 0.00097772923247244699 0.00066625873005781203 9.0465668969745601e-05 0.00055315906102890123 0.0010436157973557176 0.0015354822387136588 0.00077116720817016449 0.0010465175860081453 0.0012078497655122293
leaf_weight=53 76 53 79 62 99 74 65 82 58 53 52 53 70 63 102 52 132 1079 56 54 81 61 86 63 52 71 73
leaf_count=53 76 53 79 62 99 74 65 82 58 53 52 53 70 63 102 52 132 1079 56 54 81 61 86 63 52 71 73
internal_value=0 0.000437634 0.00115724 0.00080466 0.000915005 0.00120805 0.000728673 0.00114101 0.001024 0.00125318 0.000243638 0.00103539 0.000302671 0.000930349 0.00123602 0.00108471 0.0012524 0.00124167 0.00122047 0.000494116 0.000206783 0.000289476 0.000933052 0.00136492 0.00092562 0.00118055 0.00112855
internal_weight=0 567 2387 196 414 1973 227 187 134 1564 371 409 318 128 1485 356 1383 1330 1135 106 212 142 138 195 105 218 144
internal_count=2954 567 2387 196 414 1973 227 187 134 1564 371 409 318 128 1485 356 1383 1330 1135 106 212 142 138 195 105 218 144
is_linear=0
shrinkage=0.0032998


Tree=5003
num_leaves=21
num_cat=0
split_feature=4 2 40 3 2 4 2 3 124 2 160 4 4 13 47 13 2 2 3 2
split_gain=16.2317 6.29433 3.5059 1.29814 1.15455 1.11033 1.00875 0.769154 0.519743 0.491818 0.459683 0.422141 0.40179 0.400567 0.469695 0.38558 0.348435 0.219956 0.232606 0.0495138
threshold=0.31392000000000003 0.12068000000000001 -0.034699999999999988 -0.082634999999999986 0.10523 -0.40515499999999993 0.14132000000000003 -0.037084999999999993 -0.048219999999999992 0.088735000000000022 -0.075199999999999975 -0.014854999999999998 0.049545000000000006 -0.09657499999999998 0.11224000000000002 -0.082644999999999982 0.094985000000000014 0.10233000000000002 0.11500500000000001 0.11248000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -2 5 -4 -3 11 -1 13 -5 19 15 -7 -15 -11 -14 -12 -19 -6
right_child=3 6 4 10 7 9 -8 -9 -10 12 17 -13 16 14 -16 -17 -18 18 -20 -21
leaf_value=0.00061562638356335456 0.00072741300164410716 0.00081007278424296669 0.0016409121001581606 0.00051176183373466931 0.0013496039209115896 0.0015214171615671498 0.00030834638372023108 0.00071591377114167145 0.00099425384621620373 0.0013959102617955108 -8.7345162335096475e-07 0.00096849482868166244 0.00082172637941092428 0.0013019933079962665 0.0010000127121733184 0.0011777753385845816 0.0012003230673164232 0.00010013282697579121 0.00039345559353353533 0.0012016206613647987
leaf_weight=103 93 94 91 61 59 87 82 59 65 117 52 85 56 1172 60 391 52 56 63 56
leaf_count=103 93 94 91 61 59 87 82 59 65 117 52 85 56 1172 60 391 52 56 63 56
internal_value=0 0.00117967 0.00122294 0.000397806 0.00125679 0.00128338 0.000576514 0.00104859 0.000762329 0.00126655 0.000265528 0.00114655 0.00118891 0.00130278 0.00128732 0.00122808 0.00100434 0.000177484 0.000255717 0.00127785
internal_weight=0 2629 2453 325 2285 2026 176 259 168 1935 232 200 616 1319 1232 508 108 171 119 115
internal_count=2954 2629 2453 325 2285 2026 176 259 168 1935 232 200 616 1319 1232 508 108 171 119 115
is_linear=0
shrinkage=0.0032998


Tree=5004
num_leaves=14
num_cat=0
split_feature=48 1429 475 1429 10 403 403 402 3 10 1447 2 1213
split_gain=0.593967 0.275704 0.261503 0.552463 0.329228 0.303098 0.365989 0.44961 0.332828 0.432078 0.313545 0.203655 0.182683
threshold=0.13991500000000004 -0.09168999999999998 -0.085684999999999997 0.079110000000000014 0.057650000000000007 -0.085489999999999997 -0.54880999999999991 0.085495000000000015 0.40411000000000002 -0.15282499999999996 -0.086009999999999989 0.089310000000000014 -0.023029999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 12 9 -7 -11 -5 -8
right_child=-2 2 4 11 -6 8 7 -9 -10 10 -12 -13 -14
leaf_value=0.018869390290153044 -0.010034018850500518 0.00098591003353509657 -0.00058289689966983945 0.014454529473025349 -0.0034668736512469198 -0.0079436668779986636 0.018664729350736868 0.027928315325546058 0.020273025855138526 -0.0046487672451798199 0.0073920008737374575 0.028882801744335211 0.0090188660235748265
leaf_weight=66 52 59 57 61 76 56 74 55 52 63 2000 52 231
leaf_count=66 52 59 57 61 76 56 74 55 52 63 2000 52 231
internal_value=0 0.00809743 0.00784611 0.0142174 0.00743408 0.00775489 0.0119165 0.0139006 0.00695471 0.00662704 0.00702343 0.02111 0.0113651
internal_weight=0 2902 2836 172 2664 2588 417 360 2171 2119 2063 113 305
internal_count=2954 2902 2836 172 2664 2588 417 360 2171 2119 2063 113 305
is_linear=0
shrinkage=0.16829


Tree=5005
num_leaves=30
num_cat=0
split_feature=12 3 123 12 133 0 16 133 42 16 52 16 16 16 481 1455 0 0 52 42 3 133 3 3 16 0 12 0 16
split_gain=8.5405 3.48171 2.00671 1.63714 1.12676 0.798834 0.722665 0.680919 0.795491 0.556377 0.429881 0.34513 0.325288 0.305103 0.302974 0.369334 0.341707 0.33286 0.769174 0.332627 0.273424 0.265664 0.232054 0.404514 0.176216 0.136377 0.165763 0.161371 0.124729
threshold=0.056995000000000011 0.28833000000000003 1.0000000180025095e-35 0.098785000000000012 -0.029244999999999997 -0.11167499999999998 -0.15105999999999997 0.017095000000000003 0.10254000000000001 -0.051259999999999993 -0.06717999999999999 0.053305000000000012 -0.0088649999999999996 0.0063750000000000013 -0.084999999999999992 -0.065979999999999983 -0.13409999999999997 -0.063819999999999988 -0.52575499999999986 0.086825000000000013 -0.085549999999999973 0.087485000000000021 -0.11211999999999998 -0.07249499999999999 0.067035000000000011 -0.077714999999999992 0.089165000000000008 -0.074249999999999997 -0.065894999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 14 -1 -3 -6 8 22 21 11 -8 -12 -11 20 19 -17 25 -19 -16 -2 -4 -5 -24 28 26 -18 -27 -9
right_child=3 5 9 7 6 -7 10 24 -10 13 12 -13 -14 -15 15 16 17 18 -20 -21 -22 -23 23 -25 -26 27 -28 -29 -30
leaf_value=0.00038043049410318351 0.0013478349462902903 0.00031179023908611787 0.0003869274906866459 0.00093005087828977834 0.00060941884072952292 -0.00023121593030000825 0.00062167899616488351 0.00091187995640043377 0.0003349499411207843 0.00074943753035250794 0.0012188820508016683 0.00096229403082763963 0.00090060610880473874 0.00040847717093646195 0.00099192934604301597 0.00081519095566284685 0.0010486240080521546 0.0011012170043337972 0.0005558450142035819 0.00061757083712480894 0.0010080107733443863 7.6965230178447679e-05 0.00048416981883802999 0.00084827809975224959 0.00076214869295434303 0.0012191720246534565 0.00095852570043073718 0.0010397774687839569 0.0011148277086366798
leaf_weight=65 53 58 69 68 99 60 62 91 59 55 74 70 69 61 52 96 705 61 53 53 53 54 59 78 52 92 344 150 56
leaf_count=65 53 58 69 68 99 60 62 91 59 55 74 70 69 61 52 96 705 61 53 53 53 54 59 78 52 92 344 150 56
internal_value=0 0.000558822 0.00064987 0.00095843 0.000782415 3.53869e-05 0.000852185 0.000783999 0.000673647 0.000406259 0.000939453 0.000802575 0.00106555 0.000570443 0.00100558 0.000994165 0.00100749 0.00102061 0.000847976 0.000803303 0.00117826 0.000251133 0.000770954 0.00069173 0.000930219 0.00103582 0.00101911 0.00110812 0.000989433
internal_weight=0 796 678 2175 439 118 374 463 264 239 275 132 143 116 1712 1606 1501 1405 114 105 106 123 205 137 199 1291 1049 242 147
internal_count=2971 796 678 2175 439 118 374 463 264 239 275 132 143 116 1712 1606 1501 1405 114 105 106 123 205 137 199 1291 1049 242 147
is_linear=0
shrinkage=0.0032998


Tree=5006
num_leaves=23
num_cat=0
split_feature=4 0 160 159 4 48 2 133 402 16 48 47 15 51 484 15 484 159 159 484 159 2
split_gain=0.707357 0.316833 0.281646 0.288676 0.391182 0.251977 0.251168 0.373427 0.375826 0.286667 0.285125 0.264062 0.243478 0.205862 0.318373 0.202014 0.180211 0.162947 0.212802 0.148906 0.10619 0.0788466
threshold=0.50291500000000011 -0.056754999999999993 -0.55045999999999984 -1.0000000180025095e-35 -0.085189999999999974 -0.087924999999999989 0.085730000000000015 0.052120000000000007 -0.088989999999999986 -0.082469999999999974 0.085265000000000021 0.11069000000000002 -0.040769999999999994 -0.17083999999999996 0.095780000000000018 -0.069034999999999985 -0.085034999999999986 -0.061769999999999999 -0.26504999999999995 -0.065464999999999982 -0.46217999999999998 0.13388500000000003
decision_type=2 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 -1 4 -4 -5 7 10 -9 -10 12 13 -7 15 -15 -8 -6 18 20 -20 -18 -2
right_child=1 -3 3 5 16 6 11 8 9 -11 -12 -13 -14 14 -16 -17 17 -19 19 -21 -22 -23
leaf_value=-0.0044365822091973935 -0.0019940697292774976 -0.012621201087659765 0.02473854657115606 0.017980646109549435 0.019091183794558236 0.0040625240087015235 0.020384693061298899 0.01397792492880214 -0.010533903066990917 0.0041675551570199525 0.023277193875650293 -0.0042265355869908847 0.012337926846842685 0.0048362548585585315 0.017950855514301797 0.0065872557600869996 0.0068714677195201605 0.016203690710177448 0.0073252668290260696 -0.0044755515053502845 0.01693497674157083 0.0069436998564583446
leaf_weight=53 60 65 59 60 52 134 54 70 56 114 53 74 414 1174 55 69 68 60 60 61 54 52
leaf_count=53 60 65 59 60 52 134 54 70 56 114 53 74 414 1174 55 69 68 60 60 61 54 52
internal_value=0 -0.0032709 0.00769273 0.00792791 0.0120289 0.00719752 0.00691134 0.00922119 0.00359857 -0.00066471 0.0114635 0.00554781 0.0103177 0.00608413 0.00542462 0.0126593 0.00991157 0.00833027 0.00637882 0.00136125 0.0113405 0.00213957
internal_weight=0 177 2794 2741 414 2327 2267 841 240 170 601 1426 548 1352 1229 123 355 303 243 121 122 112
internal_count=2971 177 2794 2741 414 2327 2267 841 240 170 601 1426 548 1352 1229 123 355 303 243 121 122 112
is_linear=0
shrinkage=0.16829


Tree=5007
num_leaves=11
num_cat=0
split_feature=4 14 1455 11 39 1348 49 1429 484 484
split_gain=0.489561 0.402196 0.29909 0.271893 0.267532 0.182505 0.250963 0.242529 0.240432 0.155681
threshold=0.50291500000000011 -0.10523499999999998 0.10663500000000002 0.093525000000000011 0.08252000000000001 0.083570000000000019 0.13173000000000004 0.086095000000000019 0.0045600000000000007 0.046035000000000006
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -2 6 7 8 -3 -9
right_child=4 2 -4 -5 -6 -7 -8 9 -10 -11
leaf_value=0.021075529754375301 -0.009159191155902904 0.0064409827886937488 0.018536363521427693 -0.0057167601706206777 0.0039196791898687307 0.014048515163962452 -0.0025145116261604209 0.0082735337780735115 0.0011265015776662699 0.020534554138694348
leaf_weight=52 90 2060 54 56 87 80 97 69 274 52
leaf_count=52 90 2060 54 56 87 80 97 69 274 52
internal_value=0 0.00639931 0.00612033 0.00587023 -0.00272044 0.00611745 0.00586812 0.00620006 0.00581786 0.0135576
internal_weight=0 2794 2742 2688 177 2632 2552 2455 2334 121
internal_count=2971 2794 2742 2688 177 2632 2552 2455 2334 121
is_linear=0
shrinkage=0.16829


Tree=5008
num_leaves=18
num_cat=0
split_feature=30 43 2 160 4 16 51 52 4 16 51 16 13 133 13 2 47
split_gain=0.456513 0.244514 0.203292 0.29213 0.296518 0.355731 0.280834 0.341546 0.262483 0.202047 0.257207 0.180547 0.163597 0.381643 0.314318 0.224098 0.073145
threshold=0.086055000000000006 0.41548500000000005 0.10859000000000001 -0.54650499999999991 -0.39175499999999991 0.25032500000000008 -0.41109999999999997 0.13072500000000004 -0.091059999999999988 0.26768500000000006 -0.10183499999999999 -0.008069999999999999 -0.092984999999999984 -0.029244999999999997 -0.41895499999999991 0.11719 0.087850000000000025
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 -5 -4 12 11 10 -10 -6 14 -14 -8 -15 -11
right_child=-2 -3 6 4 8 -7 7 -9 9 16 -12 -13 13 15 -16 -17 -18
leaf_value=-0.0050056003708506061 -0.0081725959189412872 -0.0043316742637638126 0.013665159352599515 0.024616020497790145 0.0041423588997322623 0.0066483803999652187 0.0036790058079412776 0.011927031700683341 0.018367385651547323 -0.0048113360479680343 0.006655821628107253 -0.007468979836929842 -0.010846409617194729 -0.0020811397397954958 -0.01324570893972252 0.0080108034248839496 0.0036110378938165296
leaf_weight=64 74 74 59 55 93 73 57 75 55 53 1717 64 57 98 68 170 65
leaf_count=64 74 74 59 55 93 73 57 75 55 53 1717 64 57 98 68 170 65
internal_value=0 0.00520418 0.00545478 0.00618474 0.00651485 0.0143829 0.00265309 0.00141212 0.00602198 0.0065713 0.00702034 -0.000579483 -0.000336368 0.00164937 -0.00551367 0.00431376 -0.000156668
internal_weight=0 2897 2823 2239 2175 128 584 525 2047 1890 1772 157 450 325 125 268 118
internal_count=2971 2897 2823 2239 2175 128 584 525 2047 1890 1772 157 450 325 125 268 118
is_linear=0
shrinkage=0.16829


Tree=5009
num_leaves=15
num_cat=0
split_feature=4 41 1186 124 16 16 4 4 16 51 12 123 16 16
split_gain=0.271116 0.244246 0.201665 0.191824 0.237125 0.324597 0.295743 0.474674 0.294993 0.246654 0.226552 0.364898 0.186589 0.133144
threshold=0.62207500000000004 0.10138000000000001 0.081240000000000021 -0.053299999999999993 -0.0069549999999999985 -0.0021749999999999994 -0.049994999999999991 -0.49269499999999994 0.51783000000000012 -0.085594999999999991 -0.082654999999999992 0.086445000000000008 -0.0094449999999999968 -0.42170999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 9 -6 7 -7 -8 -5 11 -1 13 -11
right_child=-2 -3 -4 4 5 6 8 -9 -10 12 -12 -13 -14 -15
leaf_value=-0.0035217008980622687 -0.0072319877063784224 -0.007136890175524122 0.01262293836665053 0.015586276289728583 -0.0080512910311845345 0.0081459946544616864 0.0077003738868902157 -0.0050683510645474043 -0.005629653086530545 0.0089616879468316646 -0.010206303924501685 0.013974311198141817 0.014439710519934054 0.0043976946838965277
leaf_weight=96 59 52 84 70 77 119 407 218 53 210 53 52 62 1359
leaf_count=96 59 52 84 70 77 119 407 218 53 210 53 52 62 1359
internal_value=0 0.00428008 0.00448828 0.00424149 0.00463244 0.00237598 0.00338564 -0.000396827 0.00616062 0.00579078 -0.000757976 0.00261341 0.00536927 0.0050097
internal_weight=0 2912 2860 2776 2575 874 797 337 460 1701 201 148 1631 1569
internal_count=2971 2912 2860 2776 2575 874 797 337 460 1701 201 148 1631 1569
is_linear=0
shrinkage=0.16829


Tree=5010
num_leaves=21
num_cat=0
split_feature=46 2 403 51 11 2 3 15 52 3 403 3 131 3 1213 3 15 3 3 11
split_gain=0.357281 0.252108 0.245075 0.226211 0.28733 0.243656 0.231484 0.377613 0.352964 0.306012 0.28554 0.297709 0.245988 0.160744 0.123862 0.116771 0.146821 0.0504424 0.0505152 0.0317069
threshold=0.084955000000000017 -0.15154999999999999 -0.088654999999999984 -0.22508999999999998 0.076235000000000011 0.09036000000000001 -0.024819999999999998 -0.015539999999999998 -0.092084999999999986 0.076825000000000018 -0.081224999999999992 -0.086064999999999989 0.098995000000000014 -0.072649999999999978 0.087020000000000014 -0.083154999999999993 0.091490000000000016 -0.087604999999999975 -0.094334999999999988 0.090310000000000015
decision_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 14 13 6 -6 10 9 -9 -8 11 -5 -12 -4 15 17 -17 18 -3 -7
right_child=-2 2 3 4 5 19 7 8 -10 -11 12 -13 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.013096836774002385 0.017057889085341112 0.00098283325084569904 0.012934129822111517 -0.01348511211236687 -0.014569342924809001 0.0024127335213727642 -0.0027325517550626588 0.0035575255043862799 -0.011711022578370485 0.0066001950859783873 0.0045454349857701739 0.0041797203674194738 -0.0047230722644836035 0.002515697917410581 0.012195996774922738 0.012808272862455528 0.0018754471529744531 -0.0016617997027531264 0.0080966048020653745 -0.0034308424803939216
leaf_weight=70 53 62 92 56 52 53 180 64 129 222 1373 52 86 78 90 91 57 62 53 52
leaf_count=70 53 62 92 56 52 53 180 64 129 222 1373 52 86 78 90 91 57 62 53 52
internal_value=0 0.00310966 0.0028683 0.00223594 0.00180056 -0.00514736 0.00230593 -0.000517411 -0.00663857 0.00241688 0.00337912 -0.00496319 0.00399788 0.00816448 0.00665664 0.00511714 0.0086098 0.00218658 0.00427698 -0.000464118
internal_weight=0 2974 2904 2489 2319 157 2162 595 193 402 1567 108 1459 170 415 325 148 177 115 105
internal_count=3027 2974 2904 2489 2319 157 2162 595 193 402 1567 108 1459 170 415 325 148 177 115 105
is_linear=0
shrinkage=0.16829


Tree=5011
num_leaves=17
num_cat=0
split_feature=121 1 10 160 160 0 4 3 51 4 4 160 160 4 42 0
split_gain=0.436989 0.325942 0.299469 0.287778 0.471197 0.350223 0.278875 0.22957 0.218307 0.325473 0.344869 0.187259 0.260353 0.216842 0.183125 0.147532
threshold=-0.076579999999999995 0.087055000000000007 -0.16262499999999996 0.091625000000000026 0.08431000000000001 0.10923000000000001 -0.16236499999999995 0.10766000000000002 0.11178000000000002 -0.47860499999999995 -0.12685999999999997 -0.089744999999999978 -0.081594999999999987 -0.035849999999999993 0.086335000000000009 -0.079394999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 4 5 6 -4 -8 9 -2 -11 13 -13 -12 -15 -14
right_child=1 2 3 -5 -6 -7 7 -9 -10 10 11 12 15 14 -16 -17
leaf_value=0.017799353309536348 0.016840655297572234 0.012910047621934737 0.010705646079822443 0.0084932616090035353 -0.015066294325090841 -0.011549391181684177 -0.0013551743324638999 0.0057210745447609616 -0.0037978950334926422 -0.0075448798332926953 0.002301418961279287 -0.0052174752116387621 0.0055731063010166981 0.0082347995331396931 0.021221473889175922 0.0014868353371900813
leaf_weight=54 58 52 74 100 63 70 708 159 96 70 80 85 877 77 52 352
leaf_count=54 58 52 74 100 63 70 708 159 96 70 80 85 877 77 52 352
internal_value=0 0.00251733 0.000412251 -0.000139784 -0.000945278 -6.35564e-05 0.000788954 -5.53817e-05 0.0039936 0.00444774 0.00399539 0.00452698 0.00378044 0.00921198 0.0134837 0.00440421
internal_weight=0 2973 1226 1174 1074 1011 941 867 1747 1651 1593 1523 1314 209 129 1229
internal_count=3027 2973 1226 1174 1074 1011 941 867 1747 1651 1593 1523 1314 209 129 1229
is_linear=0
shrinkage=0.16829


Tree=5012
num_leaves=25
num_cat=0
split_feature=1 1 12 12 49 474 1 12 2 49 16 52 2 43 48 52 48 1446 457 2 2 49 1 12
split_gain=25.1627 4.47536 4.62649 2.09941 1.51794 1.37806 1.12876 0.900065 0.678284 0.610029 0.559221 0.54371 0.466528 0.691279 0.449966 0.503477 0.429185 0.381193 0.357755 0.312282 0.295391 0.23359 0.232008 0.201368
threshold=0.10442000000000001 0.12313000000000002 0.087255000000000013 0.056995000000000011 -0.016594999999999995 0.086230000000000015 0.14860500000000001 0.11697000000000002 0.093320000000000014 0.092240000000000016 -0.069694999999999993 -0.074359999999999996 0.10773000000000001 -1.0000000180025095e-35 0.093225000000000016 -1.0000000180025095e-35 0.11466000000000001 0.097960000000000019 -0.083119999999999986 0.13554000000000002 0.090020000000000017 0.093040000000000012 0.090795000000000015 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
left_child=3 2 12 4 10 8 16 14 -6 -10 -1 -4 -2 -14 17 -16 19 18 23 -3 22 -22 -20 -5
right_child=1 6 11 7 5 -7 -8 -9 9 -11 -12 -13 13 -15 15 -17 -18 -19 20 -21 21 -23 -24 -25
leaf_value=0.0004158259620479008 0.00022390627105143101 0.00033950178118965504 0.0014440088238747741 0.0012378483229161512 0.0014522948334231419 0.00064516064912406622 -0.0001774236309603058 0.00091205335103028971 0.0012936400113607658 0.00080801591423663533 0.00088700000383366005 0.0010304334568834964 0.0002554801756071982 0.00072565682516922568 0.0012609678263207655 0.00084471981474293801 0.00054907960460925703 0.0015706934256409012 0.0013463394005045568 5.5582050619448829e-05 0.0012710584576475607 0.0011117778496745655 0.0012127197914838228 0.000946548272010107
leaf_weight=52 77 103 55 54 96 52 68 78 63 52 59 97 56 88 77 55 59 52 908 72 384 142 175 53
leaf_count=52 77 103 55 54 96 52 68 78 63 52 59 97 56 88 77 55 59 52 908 72 384 142 175 53
internal_value=0 0.000495246 0.000737048 0.00121812 0.000990954 0.00112772 0.000196479 0.00126105 0.00124648 0.00107436 0.000666587 0.00118031 0.000432018 0.000543055 0.00127536 0.0010878 0.000305285 0.00128934 0.0012808 0.00022289 0.0012932 0.00122813 0.00132478 0.00109389
internal_weight=0 675 373 2352 374 263 302 1978 211 115 111 152 221 144 1900 132 234 1768 1716 175 1609 526 1083 107
internal_count=3027 675 373 2352 374 263 302 1978 211 115 111 152 221 144 1900 132 234 1768 1716 175 1609 526 1083 107
is_linear=0
shrinkage=0.0032998


Tree=5013
num_leaves=26
num_cat=0
split_feature=44 1 1453 12 43 3 12 1 1 3 11 483 15 15 3 3 3 401 11 3 43 1447 3 133 475
split_gain=0.270651 0.286526 0.274883 0.266606 0.618098 0.608066 0.489852 1.26827 0.372052 0.378436 0.412393 0.240875 0.221427 0.415504 0.210077 0.290026 0.227271 0.179998 0.552999 0.54618 0.140983 0.114601 0.158164 0.229168 0.206111
threshold=0.081710000000000019 0.087055000000000007 -0.057839999999999996 0.088965000000000002 -0.10761 -0.012504999999999997 0.085380000000000011 0.10877000000000002 0.13130500000000003 -0.12077499999999998 0.089795000000000014 0.086150000000000018 -0.26361999999999991 -0.095814999999999997 -0.087454999999999991 -0.081804999999999975 -0.078644999999999979 0.079655000000000017 0.07604000000000001 -0.095009999999999983 -0.0035149999999999995 -0.085709999999999995 -0.082004999999999981 0.052120000000000007 -0.084944999999999979
decision_type=2 2 2 2 2 2 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 -6 9 10 -5 12 -7 -14 -11 -16 -17 18 21 -19 -21 -4 24 -24 -23
right_child=-2 3 17 8 5 11 -8 -9 -10 14 -12 -13 13 -15 15 16 -18 19 -20 20 -22 22 23 -25 -26
leaf_value=-0.0051313748437835024 0.014352828410554401 0.014313709800930866 0.011977099450400742 0.024968965273348725 -0.036595086253753004 -0.0077793748268110592 -0.00043736436495439687 -0.0027409656729759668 -0.0089642881913873373 -0.0067528510006933454 0.0039254516321963404 0.011261835832631571 0.013310277830855092 -0.0019790032362426665 0.014311497554451805 -0.0077076602622158097 0.0046716133985611683 -0.014790145247804495 0.021541716647758596 0.0096713321830637286 -0.00083121877215668765 -0.0063230894124982418 0.0033753617615110889 0.0099720898000449573 0.0036573125378706567
leaf_weight=83 60 66 60 52 53 91 91 77 57 55 54 56 67 202 67 55 177 52 58 86 62 64 319 282 681
leaf_count=83 60 66 60 52 53 91 91 77 57 55 54 56 67 202 67 55 177 52 58 86 62 64 319 282 681
internal_value=0 0.00292786 0.00431017 0.000946968 -0.00118452 -0.00279312 -0.00992754 -0.0165569 0.00384877 0.00544038 0.0142656 0.000992724 -0.000599703 0.00182243 0.00279272 0.0045546 0.00172913 0.00478219 0.00542914 3.75912e-05 0.00525948 0.00476319 0.00444028 0.00647365 0.00279752
internal_weight=0 2967 1747 1220 703 637 221 130 517 460 106 416 360 269 354 299 232 1664 1464 200 148 1406 1346 601 745
internal_count=3027 2967 1747 1220 703 637 221 130 517 460 106 416 360 269 354 299 232 1664 1464 200 148 1406 1346 601 745
is_linear=0
shrinkage=0.16829


Tree=5014
num_leaves=19
num_cat=0
split_feature=121 2 9 16 160 49 3 52 132 16 0 52 3 0 49 1213 160 42
split_gain=0.301117 0.271168 0.254501 0.228455 0.356351 0.33814 0.30609 0.242824 0.244965 0.211081 0.210064 0.270041 0.208185 0.41663 0.17508 0.224451 0.141054 0.13571
threshold=-0.076579999999999995 -0.15154999999999999 0.083710000000000021 -0.071129999999999985 -0.012679999999999999 -0.044559999999999995 0.094635000000000011 0.51326500000000019 0.082230000000000011 0.033280000000000011 -0.11742499999999999 0.12345000000000002 0.094635000000000011 -0.13843999999999998 0.11151500000000002 0.085835000000000009 -0.44328499999999998 0.08400500000000001
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 -6 8 14 -10 -3 -12 13 -7 15 -5 -13 -16
right_child=1 2 -4 7 5 12 -8 -9 9 -11 11 16 -14 -15 17 -17 -18 -19
leaf_value=0.015084680084426472 0.012532399782069416 0.019015172203698867 -0.0094065389977265532 0.00087496964940880545 0.0018534505051879941 -0.0095612965955887853 -0.014284516356114397 -0.009156078472290859 -0.012852416331905491 0.0013022301839587195 0.016999064370673656 0.00890828052241153 0.011414899296539745 0.0040251280622254724 0.013623244949035475 0.01199061765018466 -0.0029638259778936426 0.0024912253172208938
leaf_weight=54 73 56 53 1107 76 69 59 65 61 58 53 52 92 858 62 54 62 63
leaf_count=54 73 56 53 1107 76 69 59 65 61 58 53 52 92 858 62 54 62 63
internal_value=0 0.00239715 0.0021414 0.00235701 0.00391499 0.00272277 -0.00518613 0.000896363 0.0013627 -0.00593842 0.0100765 0.00706841 0.00377233 0.0030119 0.00203971 0.00139352 0.00243576 0.00802708
internal_weight=0 2973 2900 2847 1377 1154 135 1470 1405 119 223 167 1019 927 1286 1161 114 125
internal_count=3027 2973 2900 2847 1377 1154 135 1470 1405 119 223 167 1019 927 1286 1161 114 125
is_linear=0
shrinkage=0.16829


Tree=5015
num_leaves=29
num_cat=0
split_feature=1 3 3 1 1 2 11 52 3 2 43 43 3 15 1447 43 43 15 43 2 52 15 2 1213 3 15 13 133
split_gain=15.5032 4.01543 3.11593 2.70987 1.97469 1.19572 1.84829 1.0512 1.81048 0.857087 0.69563 0.592435 0.541615 0.459344 0.377072 0.42691 0.366275 0.440296 0.30774 0.30566 0.716903 0.300212 0.275833 0.223621 0.269142 0.221767 0.218062 0.0538441
threshold=0.11829500000000003 -0.027864999999999997 -0.049204999999999992 0.087225000000000011 0.14684500000000003 0.097005000000000022 0.078065000000000009 -0.53473999999999988 -0.10175499999999998 0.11366500000000002 -0.070414999999999991 -0.073404999999999984 0.30863500000000005 -0.039149999999999997 -0.08483499999999998 -0.025879999999999997 0.05259500000000001 -0.016434999999999995 -0.073819999999999983 0.098655000000000007 -0.023079999999999996 0.085260000000000016 0.096435000000000007 0.063945000000000016 -0.080884999999999985 -0.081149999999999986 -0.039559999999999991 0.08955500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 19 10 6 14 -7 -9 11 -4 -5 -12 18 15 -1 17 25 27 20 -3 -19 -13 24 -18 -16 -15 -10
right_child=2 3 4 9 -6 7 -8 8 13 -11 12 22 -14 26 16 -17 23 21 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0014792373026616464 0.0011617254130600674 0.0013095934068255198 0.00034881222341129814 0.00081759899028076679 -7.405173944510233e-05 0.0016431535748180454 0.0019760344727183183 0.00083788325000471982 0.0014669347810535678 0.00062191530742981957 0.00093764933073890808 0.0010140723717341597 0.00050811949992157952 0.0016726772945109241 0.0014490884245098288 0.0018754784646621337 0.0010904699409554402 0.0016022496525096178 0.0011177406907614134 0.0012325463434388732 0.0017991272388931721 0.0014703988284016634 0.0012971696248401149 0.0015175812831565935 0.0013738743749040108 0.0012867736724184056 0.0013759599951168493 0.0013055140102732172
leaf_weight=71 97 75 68 89 57 86 84 94 52 72 78 76 55 59 265 53 61 330 88 57 59 472 78 53 98 149 54 53
leaf_count=71 97 75 68 89 57 86 84 94 52 72 78 76 55 59 265 53 61 330 88 57 59 472 78 53 98 149 54 53
internal_value=0 0.00139217 0.000657294 0.00112772 0.000467507 0.00145522 0.00149806 0.00131092 0.0012394 0.000939361 0.000621258 0.00103327 0.000760289 0.00136263 0.00147217 0.00164888 0.0014568 0.00147912 0.00126375 0.00143819 0.0015254 0.0015247 0.00115769 0.00132859 0.00126537 0.00139076 0.0015312 0.00138579
internal_weight=0 2628 355 506 258 2122 1636 486 400 315 201 243 133 306 1552 124 1428 1216 193 191 134 802 154 212 159 414 113 105
internal_count=2983 2628 355 506 258 2122 1636 486 400 315 201 243 133 306 1552 124 1428 1216 193 191 134 802 154 212 159 414 113 105
is_linear=0
shrinkage=0.0032998


Tree=5016
num_leaves=23
num_cat=0
split_feature=1 12 1 1 3 12 3 13 52 48 13 3 159 481 1 3 13 159 130 42 3 48
split_gain=19.3578 4.63477 3.76609 3.27829 1.25181 0.854038 0.760899 0.62371 0.866962 0.541266 0.526913 0.521428 0.402455 0.444145 0.380863 0.330363 0.321602 0.290463 0.267778 0.185837 0.183792 0.0919451
threshold=0.11829500000000003 0.056995000000000011 0.15028500000000003 0.095085000000000017 -0.049204999999999992 0.11697000000000002 -0.14719499999999996 0.0040450000000000009 0.048655000000000011 0.084565000000000015 -1.0000000180025095e-35 -0.005644999999999999 0.11287500000000002 -0.084709999999999994 0.13472500000000001 0.11878500000000002 0.085955000000000018 0.040460000000000003 -0.0015749999999999998 -0.015084999999999998 -0.064349999999999991 0.085790000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 7 -2 6 16 8 9 17 14 21 13 -8 -6 -13 -3 -1 19 -15 -20 -5
right_child=2 5 -4 11 10 -7 12 -9 -10 -11 -12 15 -14 18 -16 -17 -18 -19 20 -21 -22 -23
leaf_value=0.0015536345834177838 0.00097980736860832254 0.001741435902936566 -0.00030520059742087139 0.00052092601343189124 0.00058934159052480056 0.0010908481161217593 0.0016276528397687255 0.00096884747399255755 0.0017488846409986489 0.0010307280908692898 0.00078392493784150462 0.0010504920134768966 0.0011526619560239626 0.0016147718055512046 0.00026202972141308768 0.00073016274186691406 0.0014603496393127589 0.0012182246572766929 0.0013664943983794106 0.0014030122583446123 0.0015692200408351559 0.00071323769001076221
leaf_weight=64 88 102 53 56 72 95 92 52 52 69 57 86 75 94 85 61 83 53 1388 96 53 57
leaf_count=64 88 102 53 56 72 95 92 52 52 69 57 86 75 94 85 61 83 53 1388 96 53 57
internal_value=0 0.00132677 0.000505653 0.00105715 0.000648071 0.00139811 0.00141282 0.00129856 0.00137045 0.00126446 0.000511492 0.000787747 0.00139194 0.00140234 0.000412359 0.000917806 0.00161552 0.001402 0.00138961 0.00150796 0.00137398 0.000618245
internal_weight=0 2628 355 550 302 2078 1983 290 238 186 214 260 1798 1723 157 147 185 117 1631 190 1441 113
internal_count=2983 2628 355 550 302 2078 1983 290 238 186 214 260 1798 1723 157 147 185 117 1631 190 1441 113
is_linear=0
shrinkage=0.0032998


Tree=5017
num_leaves=29
num_cat=0
split_feature=1 123 3 2 0 3 39 16 4 4 0 3 0 13 1 15 13 15 49 16 160 49 3 133 133 16 133 133
split_gain=24.0284 4.92018 4.68836 3.75773 1.91436 1.77103 2.22556 1.18282 0.862988 0.748713 0.949967 0.825137 0.727891 0.608369 0.550684 0.508811 0.495346 0.427501 0.3631 0.360497 0.311846 0.271726 0.278785 0.212217 0.308099 0.305901 0.198316 0.364949
threshold=0.11374000000000002 1.0000000180025095e-35 -0.049204999999999992 0.095850000000000005 -0.12851999999999997 0.30863500000000005 0.084950000000000012 0.058455000000000007 -0.012164999999999999 -0.082619999999999985 -0.097774999999999987 0.086845000000000019 0.12469500000000001 0.0057500000000000008 0.09518500000000002 -0.19153499999999998 -0.07904499999999999 -0.021179999999999997 -0.032374999999999994 -0.018754999999999997 -0.071204999999999991 0.077505000000000018 -0.066789999999999974 -0.069944999999999993 -0.0081099999999999974 0.062910000000000008 0.031880000000000012 0.10165500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 9 18 6 -4 -2 12 10 -1 15 21 26 -3 -11 -8 20 -5 -19 -17 22 -6 -12 -25 -26 -10 -28
right_child=2 14 5 4 8 -7 16 -9 13 11 23 -13 -14 -15 -16 17 -18 19 -20 -21 -22 -23 -24 24 25 -27 27 -29
leaf_value=0.0018646883407390338 0.0005834422780812787 0.0008691068755260589 0.00082120939624273387 0.00044752601355490553 0.0013395788075616041 -0.00021820694343390091 0.00032268227800003534 0.0011734906674832619 0.00092541519169604973 0.0016219379775732816 0.0012471742168710229 0.0009043842974703353 0.00088625821031830857 0.00068228517060291149 0.00043702032498737245 0.0013177588121725664 -8.3902126071752061e-05 0.0012902213107013436 0.00082450665521945402 0.0014473781416782868 0.0011385820686769705 0.0014991247582028756 0.0010706689697027737 0.0016085270721949681 0.0013017240951410079 0.0015838672973568888 0.0013379620598558957 0.00095895715103150965
leaf_weight=53 78 53 66 53 125 97 55 71 69 55 89 58 54 60 83 186 80 470 60 249 260 64 66 83 176 57 58 55
leaf_count=53 78 53 66 53 125 97 55 71 69 55 89 58 54 60 83 186 80 470 60 249 260 64 66 83 176 57 58 55
internal_value=0 0.00121674 0.00038687 0.00125136 0.00103999 0.000147765 0.000324553 0.000864843 0.00112032 0.00133218 0.00144729 0.0012909 0.00123631 0.00097207 0.000605666 0.00130925 8.14824e-05 0.00129446 0.000648005 0.0013447 0.00121339 0.0013103 0.00124684 0.00139258 0.00143342 0.0013709 0.00106741 0.0011538
internal_weight=0 2536 447 2400 664 298 201 149 551 1736 458 1278 309 242 136 1220 135 1165 113 719 446 255 191 405 316 233 182 113
internal_count=2983 2536 447 2400 664 298 201 149 551 1736 458 1278 309 242 136 1220 135 1165 113 719 446 255 191 405 316 233 182 113
is_linear=0
shrinkage=0.0032998


Tree=5018
num_leaves=20
num_cat=0
split_feature=3 3 123 15 14 457 151 0 16 15 15 11 0 0 3 133 3 15 155
split_gain=24.3025 12.1182 5.96366 3.08063 2.01092 1.84184 1.43402 1.61804 1.36289 1.28006 1.13721 0.84025 1.80741 0.838011 0.69223 0.639185 0.60312 0.578317 0.0752927
threshold=-0.053364999999999996 0.3148450000000001 1.0000000180025095e-35 -0.26361999999999991 0.076450000000000004 0.094845000000000013 -0.0017399999999999998 -0.15184499999999998 -0.5103049999999999 -0.24211499999999997 -0.13513499999999998 1.0000000180025095e-35 -0.040094999999999992 -0.10071499999999999 -0.080914999999999987 0.087455000000000019 -0.0042999999999999991 -0.033234999999999994 0.11599000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 8 6 -2 -8 -5 -4 -9 12 13 14 -10 -11 -12 -15 -13
right_child=1 -3 9 4 -6 -7 7 10 11 15 16 18 -14 17 -16 -17 -18 -19 -20
leaf_value=0.0016007719716133446 0.0017276724022807037 0.00051633286700618266 0.0010097313708111646 0.0018268170473950771 0.0029170279511501612 0.0014192270197645978 0.0026392158569555264 0.0016230330435836463 0.001816564361930853 0.0017013478639516866 0.0019611392381288823 0.0027390305547410742 0.001858860968756991 0.0022931495520789086 0.0023361428746576512 0.0012559864048566163 0.0023021173918812052 0.0024250379355787843 0.0025450859397618875
leaf_weight=60 101 88 74 55 69 52 67 52 55 98 97 54 82 559 59 56 143 1109 53
leaf_count=60 101 88 74 55 69 52 67 52 55 98 97 54 82 559 59 56 143 1109 53
internal_value=0 0.00167451 0.00181219 0.00233982 0.00236097 0.00201002 0.00207673 0.00217483 0.00234202 0.0013678 0.00206816 0.00235638 0.00233989 0.002362 0.00208578 0.00153963 0.00216445 0.00238086 0.00264329
internal_weight=0 828 740 2155 2095 512 460 359 2026 228 292 1971 1864 1782 114 154 240 1668 107
internal_count=2983 828 740 2155 2095 512 460 359 2026 228 292 1971 1864 1782 114 154 240 1668 107
is_linear=0
shrinkage=0.0032998


Tree=5019
num_leaves=31
num_cat=0
split_feature=4 3 3 3 49 376 2 52 3 41 3 2 4 49 3 52 4 13 52 52 51 4 3 4 3 2 2 4 13 52
split_gain=24.3977 7.41638 3.34634 2.93347 2.09638 1.87866 1.59197 1.41125 1.6648 1.29692 0.949633 0.919916 0.758305 0.758066 0.752049 0.486909 0.404161 0.433705 0.347893 0.29358 0.293261 0.234459 0.511116 0.233772 0.214169 0.202517 0.199432 0.168939 0.126205 0.0904923
threshold=0.31392000000000003 -0.046079999999999989 0.28833000000000003 0.3148450000000001 -1.0000000180025095e-35 0.048375000000000008 0.097005000000000022 -0.45635499999999996 -0.08867499999999999 0.076195000000000013 -0.080854999999999996 0.099965000000000012 0.008570000000000003 -0.076494999999999994 0.0012800000000000001 0.08869500000000001 -0.081244999999999998 -0.021089999999999994 0.06136500000000001 -0.0092149999999999992 -1.0000000180025095e-35 -0.082804999999999976 -0.080854999999999996 0.48395000000000005 -0.073614999999999986 0.084535000000000013 0.11248000000000001 0.51734000000000002 -0.07904499999999999 -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 2 2 2 2 2 2 2 2 2
left_child=1 6 4 10 13 11 9 29 -9 12 -2 20 15 14 -3 16 19 -18 -10 -1 -6 -17 -23 -12 -20 -22 -13 -25 -14 -8
right_child=3 2 -4 -5 5 -7 7 8 18 -11 23 26 28 -15 -16 21 17 -19 24 -21 25 22 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.0025025031943029996 0.0014604264963981033 0.0014545028554767358 0.0010011193832605097 0.00033274986979094979 0.0020332030945579773 0.0013761776195139875 0.0023677431320394751 0.0014618843527623392 0.0018391015657520347 0.0026011103225588375 0.00086542748577819978 0.0016758387100923133 0.002035999197244575 0.0012499538614396081 0.0019733555581898342 0.0022507694892322538 0.0021214686150331577 0.0023448722733454791 0.0022641138899036077 0.0022551585297017045 0.0021728807361746719 0.0018669185411701067 0.0021438128630900341 0.0012646891140289799 0.0019822585955939142 0.0024733039215121219 0.0019690698895010864 0.00099681658726397441 0.0018443511751578716 0.0021636467996318134
leaf_weight=67 93 72 66 52 63 52 56 94 103 73 56 54 78 72 54 68 545 119 54 304 52 126 182 54 74 53 53 53 87 54
leaf_count=67 93 72 66 52 63 52 56 94 103 73 56 54 78 72 54 68 545 119 54 304 52 126 182 54 74 53 53 53 87 54
internal_value=0 0.00202921 0.00170263 0.00104822 0.00179076 0.00195339 0.0021218 0.00194345 0.00183354 0.00216883 0.00119341 0.00206241 0.00214878 0.00152198 0.00167715 0.00217374 0.00221119 0.00216156 0.00198462 0.00229992 0.0022157 0.00207055 0.00203065 0.00104085 0.00210144 0.00232486 0.00182141 0.00113233 0.00193516 0.00226787
internal_weight=0 2675 591 308 525 327 2084 435 325 1649 256 275 1576 198 126 1411 1035 664 231 371 168 376 308 163 128 105 107 107 165 110
internal_count=2983 2675 591 308 525 327 2084 435 325 1649 256 275 1576 198 126 1411 1035 664 231 371 168 376 308 163 128 105 107 107 165 110
is_linear=0
shrinkage=0.0032998


Tree=5020
num_leaves=18
num_cat=0
split_feature=15 16 147 3 2 157 0 1452 0 456 16 3 0 12 12 16 15
split_gain=0.652582 0.439539 0.435492 0.595159 0.858713 0.385696 0.251799 0.216807 0.367919 0.233045 0.556827 0.234435 0.318226 0.255451 0.212983 0.187682 0.137834
threshold=-0.2987999999999999 -0.40885499999999991 0.087170000000000011 -0.11372999999999998 0.085505000000000012 -0.15081499999999998 -0.092134999999999981 1.0000000180025095e-35 -0.082494999999999985 0.041000000000000002 -0.010749999999999997 -0.0037099999999999998 -0.13165999999999997 -0.063029999999999989 0.095920000000000019 -0.015439999999999997 -0.53241999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 4 -2 -5 -4 9 -9 11 -11 12 -7 -13 15 -6 -1
right_child=2 -3 6 5 14 7 -8 8 -10 10 -12 13 -14 -15 -16 -17 -18
leaf_value=0.0009524626300246459 0.032315233796073803 -0.0091134206554952333 -0.007454312720390854 -0.0030388103796787705 0.014886923492969925 -0.0025705204669121962 0.0073050356841092906 0.025381091875100761 0.0068462976789994039 -0.0079027784464508755 0.01302976875313447 0.0234950160410403 0.0089993673034638403 0.011160904276306232 0.019061956610894652 0.0022178665134589748 0.012282137900926119
leaf_weight=66 76 93 67 75 57 70 64 61 61 74 70 60 1619 237 68 80 57
leaf_count=66 76 93 67 75 57 70 64 61 61 74 70 60 1619 237 68 80 57
internal_value=0 -0.000375049 0.00922495 0.00970056 0.0170233 0.00881552 -0.000229924 0.00921111 0.0161284 0.00881406 0.00226029 0.00928835 0.00851879 0.0136587 0.0113453 0.00750205 0.00621741
internal_weight=0 216 2739 2608 281 2327 131 2252 122 2130 144 1986 1689 297 205 137 123
internal_count=2955 216 2739 2608 281 2327 131 2252 122 2130 144 1986 1689 297 205 137 123
is_linear=0
shrinkage=0.16829


Tree=5021
num_leaves=29
num_cat=0
split_feature=1 1 0 47 124 1 39 4 155 16 0 4 16 0 0 15 0 0 4 1 50 47 402 402 15 15 15 0
split_gain=19.6085 2.9788 3.48561 2.60683 2.17482 1.46374 0.783009 0.751091 0.745506 0.652158 0.566419 1.33222 0.545257 0.472071 0.464769 0.363822 0.336579 0.307555 0.274357 0.272117 0.367075 0.309345 0.205367 0.23865 0.20323 0.114201 0.125598 0.0168054
threshold=0.11584000000000001 0.089680000000000024 -0.13165999999999997 0.084695000000000006 -1.0000000180025095e-35 0.15099500000000002 0.088025000000000006 0.036605000000000006 0.099270000000000011 0.033280000000000011 0.040570000000000002 -0.10429499999999998 -0.014854999999999998 -0.064509999999999984 -0.11214999999999999 -0.052984999999999997 -0.18713499999999997 -0.068669999999999995 -0.50324499999999983 0.093390000000000015 0.089430000000000023 0.086785000000000015 0.012085000000000002 0.088090000000000016 -0.15300999999999995 -0.080724999999999977 -0.052984999999999997 -0.060454999999999995
decision_type=2 2 2 2 2 2 2 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 12 5 -4 6 15 10 13 -5 11 -1 16 19 -9 -2 -3 22 -12 20 -6 -21 24 -24 -13 -16 -27 -19
right_child=3 2 4 9 8 -7 -8 14 -10 -11 18 17 -14 -15 25 -17 -18 27 -20 21 -22 -23 23 -25 -26 26 -28 -29
leaf_value=0.0017222132957050553 0.00038924748195692972 0.00089072747336453161 0.00059005638727335503 0.00059668881059708506 0.00092690118015208373 -0.00024824553210594889 0.00012256441356922913 0.0013039160965552625 0.0015319063394966072 0.0010637792270407572 0.0012215908031913923 0.0014700590024124373 0.00033530988957748681 0.00089924444638887064 0.00089794611706215885 0.00073546368376868469 0.00055265238282778059 0.0010673851151446934 0.00088872383662077093 0.0012200740553425678 0.001301236142183659 0.0015219239722361825 0.0015831179358580076 0.0013306116456759884 0.0012714184495405941 0.0011942752603536643 0.0009629114390779642 0.0011650152928799795
leaf_weight=82 93 71 65 71 63 52 91 86 78 61 59 62 52 58 69 52 60 53 52 134 54 53 57 164 998 52 56 57
leaf_count=82 93 71 65 71 63 52 91 86 78 61 59 62 52 58 69 52 60 53 52 134 54 53 57 164 998 52 56 57
internal_value=0 0.00119862 0.00101303 0.00042869 0.0011545 0.000252514 0.000363 0.00126774 0.00123781 0.000812808 0.00129498 0.00131221 0.000622445 0.00117434 0.00110352 0.000513651 0.000736153 0.00128802 0.00106597 0.00122671 0.00109997 0.00130581 0.00130256 0.0013959 0.00128307 0.00100596 0.00107464 0.0011183
internal_weight=0 2535 688 420 505 288 236 1847 440 132 1584 1473 183 362 263 145 131 1391 111 304 117 187 1281 221 1060 177 108 110
internal_count=2955 2535 688 420 505 288 236 1847 440 132 1584 1473 183 362 263 145 131 1391 111 304 117 187 1281 221 1060 177 108 110
is_linear=0
shrinkage=0.0032998


Tree=5022
num_leaves=26
num_cat=0
split_feature=2 12 2 3 15 12 15 52 52 12 49 457 3 15 12 2 133 42 12 1456 131 2 2 16 3
split_gain=21.5853 8.27864 2.46945 2.05737 1.49973 1.44549 1.24706 1.0603 1.06304 0.787161 0.670407 0.613093 0.575424 0.796033 0.550797 0.568699 0.513563 0.411236 0.34428 0.320896 0.317829 0.442849 0.255157 0.205606 0.0783911
threshold=0.12001500000000002 -1.0000000180025095e-35 0.16730000000000003 0.10402500000000002 -0.033234999999999994 -1.0000000180025095e-35 -0.24211499999999997 -0.0094049999999999984 -0.087604999999999988 0.093125000000000013 1.0000000180025095e-35 0.056920000000000005 -0.15041499999999997 0.039965000000000007 0.083815000000000014 0.086935000000000012 -0.088154999999999983 0.088185000000000013 0.10830500000000001 -0.059149999999999994 0.081725000000000006 0.086895000000000014 0.10979000000000001 -0.079144999999999979 -0.081134999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 4 9 -2 -1 8 -8 11 -7 17 13 -6 15 -14 -11 19 23 -3 21 -18 -5 -16 -19
right_child=2 3 -4 22 12 10 7 -9 -10 16 -12 -13 14 -15 18 -17 20 24 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00048196485675461981 0.00033532669618478663 0.0017555440882875049 -4.6599959217933905e-06 0.001181572243502307 0.0015628569524980596 0.00066512806132520887 0.0010966668826322451 0.0012574481800315918 0.00048163411893338028 0.0015149226787743869 0.0010679968223138478 0.0011410606567645964 0.0018766621464629324 0.0020540453966086739 0.0015708183190483345 0.0014817652119895259 0.00083605568261006715 0.0012378792167748482 0.0012581653805060812 0.0015038493284908266 0.0013436071262039064 0.0012083933875041406 0.00087143348476614391 0.0014757620377325075 0.0014190785223963005
leaf_weight=68 92 77 74 69 98 103 62 95 61 60 81 59 96 58 474 70 53 54 60 218 79 106 52 574 62
leaf_count=68 92 77 74 69 98 103 62 95 61 60 81 59 96 58 474 70 53 54 60 218 79 106 52 574 62
internal_value=0 0.00140312 0.000530161 0.00146847 0.00149156 0.000673683 0.000873112 0.000994959 0.000791937 0.00137355 0.000842669 0.0014581 0.00155492 0.0017457 0.00153153 0.00171035 0.00124009 0.00150353 0.00150471 0.00156967 0.00117066 0.0010845 0.00104858 0.00151879 0.00133503
internal_weight=0 2605 350 2319 2198 276 286 218 123 768 184 470 1430 156 1274 166 298 411 1108 295 238 159 121 1048 116
internal_count=2955 2605 350 2319 2198 276 286 218 123 768 184 470 1430 156 1274 166 298 411 1108 295 238 159 121 1048 116
is_linear=0
shrinkage=0.0032998


Tree=5023
num_leaves=28
num_cat=0
split_feature=2 15 12 2 457 2 2 0 0 12 15 0 41 0 12 0 13 13 16 15 12 481 0 40 2 47 13
split_gain=14.4355 5.93894 3.35853 2.87638 2.07278 1.9489 1.87782 1.46149 1.14313 1.03383 0.924377 0.853595 0.682949 0.597041 0.546729 0.498958 0.354542 0.535313 0.455369 0.382165 0.334316 0.338372 0.327882 0.300511 0.27584 0.253949 0.125216
threshold=0.12026500000000001 -0.42075999999999997 0.056995000000000011 0.16730000000000003 0.088850000000000026 0.072175000000000017 0.093320000000000014 -0.067969999999999989 -0.085264999999999994 0.092755000000000018 -0.11277999999999998 -0.037444999999999992 0.075585000000000013 -0.049024999999999992 0.12106500000000002 -0.195045 -0.065539999999999987 -0.049204999999999992 0.31625000000000009 0.094410000000000008 0.083815000000000014 -0.085629999999999984 -0.088144999999999987 -0.0020749999999999996 0.08895500000000002 0.087850000000000025 -0.076534999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 8 5 7 15 -3 -2 12 -10 23 20 -12 16 -7 19 -18 -19 25 22 -22 -4 -8 -23 -11 -21
right_child=3 2 9 -5 -6 6 11 -9 10 14 13 -13 -14 -15 -16 -17 17 18 -20 26 21 24 -24 -25 -26 -27 -28
leaf_value=0.00067779977608174605 0.00064637150839761044 0.0013786768133535428 0.0016003718735263142 0.00018900792435586303 0.00068390790317685132 0.0015920414836556836 0.0013102388136417241 0.00067361426465287514 0.00073119916560944302 0.0013757268845487258 0.0014818485442409319 0.0016255951437296361 0.0019378882529092498 0.0010045306960862769 0.0011567971287518022 0.0020228180444400242 0.0011401883920310611 0.0014253182983879256 0.0017368836106652664 0.0018565008575891077 0.0013424856227240696 0.0016409361070908661 0.0019704333431700169 0.0009919754094589602 0.0015206590552201442 0.0016667053279942467 0.001629842214351496
leaf_weight=96 102 61 53 74 58 58 62 68 54 94 61 57 75 55 56 62 58 264 65 55 57 771 55 71 299 53 61
leaf_count=96 102 61 53 74 58 58 62 68 54 94 61 57 75 55 56 62 58 264 65 55 57 771 55 71 299 53 61
internal_value=0 0.00148396 0.00151475 0.000766428 0.00127142 0.00134896 0.00149103 0.00100729 0.000923391 0.00157472 0.0010894 0.00128629 0.00162983 0.00125584 0.00147241 0.0018149 0.00149955 0.0014351 0.00148698 0.00159425 0.00161109 0.00159399 0.00178916 0.0011406 0.00160736 0.00148088 0.00173761
internal_weight=0 2609 2513 346 497 439 310 129 272 2016 170 190 1310 116 706 120 650 387 329 263 1235 1127 108 133 1070 147 116
internal_count=2955 2609 2513 346 497 439 310 129 272 2016 170 190 1310 116 706 120 650 387 329 263 1235 1127 108 133 1070 147 116
is_linear=0
shrinkage=0.0032998


Tree=5024
num_leaves=26
num_cat=0
split_feature=1 3 2 3 1 2 0 4 52 12 2 2 16 0 12 0 1 0 3 52 52 12 0 50 16
split_gain=19.5204 5.02577 2.649 1.61294 1.67904 1.47525 1.71047 1.40412 1.28826 1.14003 1.07622 0.996219 0.979866 0.929162 1.04584 0.8555 0.553359 0.409698 1.0531 0.382361 0.386622 0.3426 0.339904 0.202113 0.119969
threshold=0.10398500000000001 -0.069049999999999986 0.17553000000000005 -0.066229999999999997 0.085410000000000014 -1.0000000180025095e-35 -0.10028499999999999 0.0033150000000000007 -0.22118499999999996 -1.0000000180025095e-35 0.093320000000000014 0.10523 -0.019749999999999993 -0.14534499999999997 -1.0000000180025095e-35 -0.14164999999999997 0.11406500000000001 0.040570000000000002 -0.11372999999999998 0.0030150000000000008 -0.0014699999999999997 0.083815000000000014 -0.061204999999999989 0.11875500000000001 -0.46591499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 5 7 10 -3 12 15 -2 -8 -5 -10 16 -6 -15 -1 -7 18 -17 20 -9 -20 -12 -23 -21
right_child=1 2 -4 4 13 6 9 19 11 -11 22 -13 -14 14 -16 17 -18 -19 21 24 -22 23 -24 -25 -26
leaf_value=0.0018902680206851342 0.0015415683101776879 0.00032133805840117545 -8.3488473898694996e-05 0.0017249252426510674 0.00071570228184063159 0.0009919164430559459 0.00076138876373383084 0.0012362603898807738 0.001236144464817981 0.0014177713611408728 0.0013755188707779515 0.00069170343661017466 0.00022734542681999216 0.00085069690970226725 0.0014652840243344555 0.0019052705611865806 0.00054991825298893594 0.0012518133323110271 0.0016664118188689113 0.0014896916793382478 0.00088220827552488025 0.001459556796671954 0.0010639021047470477 0.0012703498682252689 0.0012741712374203908
leaf_weight=55 71 102 59 79 78 56 57 100 85 59 100 65 58 57 65 62 70 91 87 52 52 1191 64 68 72
leaf_count=55 71 102 59 79 78 56 57 100 85 59 100 65 58 57 65 62 70 91 87 52 52 1191 64 68 72
internal_value=0 0.000765186 0.000568909 0.00140185 0.00122267 0.000664746 0.000781387 0.0014452 0.00117446 0.00109554 0.00140733 0.00100045 0.000583142 0.000998142 0.00117843 0.00148383 0.000746642 0.0014689 0.0014829 0.00122758 0.00111537 0.00146342 0.00125413 0.00144937 0.00136483
internal_weight=0 682 461 2273 443 402 300 1830 221 116 243 150 184 200 122 1554 126 1499 1408 276 152 1346 164 1259 124
internal_count=2955 682 461 2273 443 402 300 1830 221 116 243 150 184 200 122 1554 126 1499 1408 276 152 1346 164 1259 124
is_linear=0
shrinkage=0.0032998


Tree=5025
num_leaves=29
num_cat=0
split_feature=2 13 14 12 51 4 4 51 39 4 403 2 4 47 4 4 42 42 4 15 51 12 15 151 12 4 2 15
split_gain=0.89754 0.449481 0.424074 0.519805 0.496389 0.352638 0.470765 0.345374 0.411537 0.286011 0.267827 0.348626 0.503944 0.261012 0.250316 0.222351 0.259688 0.203318 0.196306 0.183552 0.159272 0.142923 0.143357 0.14245 0.165253 0.109787 0.0880929 0.0727954
threshold=0.10633000000000002 -0.092844999999999997 0.073890000000000011 0.023990000000000004 0.089570000000000025 -0.011209999999999999 -0.22295999999999996 -0.070859999999999992 0.096625000000000016 0.42405000000000009 -0.23730999999999999 0.08400500000000001 -0.081049999999999983 0.078345000000000012 0.0072100000000000003 -0.078249999999999986 0.087695000000000009 0.0069650000000000016 -0.029079999999999998 -0.083859999999999976 -0.095799999999999982 0.084065000000000015 -0.081149999999999986 -0.014594999999999999 0.11205000000000002 -0.097349999999999978 0.11657500000000001 -0.41343999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 19 3 4 5 6 -1 18 9 23 11 -5 -13 14 -7 16 17 25 -3 -2 -17 -22 -23 -9 26 -12 -25 -16
right_child=1 7 -4 10 -6 13 -8 8 -10 -11 15 12 -14 -15 27 20 -18 -19 -20 -21 21 22 -24 24 -26 -27 -28 -29
leaf_value=0.011576756008860014 0.0018440796342219575 0.0083322566766155688 0.023439198835305815 0.015997000321774247 -0.0090577175950449697 0.01830746480045229 -0.0077306551438282613 0.0026194291089515639 -0.003157082987459764 0.023292376959457736 0.023323039156846664 -0.010910137181359247 0.010464913353796837 0.023036722153453686 0.0087114437671358697 0.005682353582796569 0.024364111501824368 0.0077880027812079946 -0.0044824266729603535 -0.0096327452241078849 0.019497344600702193 0.014917233242686501 0.010395850895342906 0.012029630351618331 0.0041606993922350287 0.015155469308000423 0.020862204623380256 5.3014407632991521e-06
leaf_weight=71 100 55 88 77 53 58 72 56 55 58 57 53 76 52 58 101 94 98 88 65 82 322 533 88 52 285 52 52
leaf_count=71 100 55 88 77 53 58 72 56 55 58 57 53 76 52 58 101 94 98 88 65 82 322 533 88 52 285 52 52
internal_value=0 0.00494962 0.0119644 0.0115034 0.0061398 0.00836368 0.00184298 0.00744646 0.0102194 0.0126295 0.0127573 0.00703333 0.00166899 0.012594 0.00935099 0.0135062 0.0163063 0.0145808 0.000433734 -0.00266621 0.012064 0.01275 0.0121007 0.0101285 0.0123093 0.016522 0.0153231 0.00461215
internal_weight=0 669 2282 2194 416 363 143 504 361 306 1778 206 129 220 168 1572 534 440 143 165 1038 937 855 248 192 342 140 110
internal_count=2951 669 2282 2194 416 363 143 504 361 306 1778 206 129 220 168 1572 534 440 143 165 1038 937 855 248 192 342 140 110
is_linear=0
shrinkage=0.16829


Tree=5026
num_leaves=23
num_cat=0
split_feature=12 4 3 123 12 0 4 0 3 4 4 4 4 0 42 1212 0 12 0 1212 42 4
split_gain=14.7137 4.35323 3.98855 2.22737 1.06282 1.33833 1.03483 1.01534 1.00406 0.939747 0.631095 0.615511 0.82738 0.598126 0.323785 0.297946 0.30628 0.449951 0.272337 0.264215 0.257806 0.229403
threshold=0.023990000000000004 0.31392000000000003 0.28833000000000003 0.080635000000000012 0.11697000000000002 -0.14867499999999997 -0.47860499999999995 -0.024974999999999997 0.11269500000000002 0.26846000000000009 0.032770000000000001 0.13995000000000002 -0.00076499999999999995 -0.081414999999999987 -0.012479999999999998 -0.040879999999999993 -0.096849999999999978 0.083785000000000012 -0.11167499999999998 -0.092489999999999989 0.0069650000000000016 0.065755000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 5 -2 -1 8 11 13 15 12 -8 -5 -12 19 -17 -18 -4 -7 -6 -16
right_child=1 -3 18 9 20 10 7 -9 -10 -11 14 -13 -14 -15 21 16 17 -19 -20 -21 -22 -23
leaf_value=0.0013627170255357012 0.0018253337840734444 0.00050722227240714186 0.00031740315349250263 0.00097595731804407096 0.0011263040769463769 0.0013505614285459697 0.00092668271258640846 0.00051080061403279602 0.00066006661011066496 0.00030318254056706083 0.00092092844618362304 0.00076397619477750899 0.0013724099708834988 0.00054002377458722069 0.0010683964426495939 0.001074855132958445 0.001553879679342706 0.0012922028037374088 -6.6639627013482319e-07 0.0016451605323832687 0.00081245210514324813 0.0013078080209514358
leaf_weight=61 52 82 61 62 61 101 83 62 83 92 62 52 102 78 82 67 77 1367 56 52 56 100
leaf_count=61 52 82 61 62 61 101 83 62 83 92 62 52 102 78 82 67 77 1367 56 52 56 100
internal_value=0 0.00125366 0.0007277 0.000825206 0.00128311 0.0013014 0.000962493 0.00089849 0.000973495 0.000562907 0.0012871 0.00108311 0.00117263 0.000733332 0.00112933 0.00131022 0.00129595 0.00130618 0.000164864 0.00145092 0.000976385 0.00120013
internal_weight=0 2159 792 675 2077 1960 443 382 320 232 1908 237 185 140 244 1664 1511 1444 117 153 117 182
internal_count=2951 2159 792 675 2077 1960 443 382 320 232 1908 237 185 140 244 1664 1511 1444 117 153 117 182
is_linear=0
shrinkage=0.0032998


Tree=5027
num_leaves=19
num_cat=0
split_feature=3 15 151 3 3 133 1 1 12 1447 15 457 4 4 4 133 48 0
split_gain=1.13903 0.300202 0.334375 0.36399 0.68658 0.353406 0.317742 0.346414 0.295675 0.414908 0.32474 0.252414 0.216498 0.181372 0.208099 0.204387 0.151513 0.150822
threshold=0.28833000000000003 0.085355000000000014 -0.149085 0.12745000000000004 0.10402500000000002 0.085980000000000015 0.11378500000000001 0.10956 0.083785000000000012 -0.080344999999999986 0.087225000000000011 0.087195000000000009 0.51152500000000012 -0.045759999999999988 -0.088709999999999983 0.024055000000000003 0.087365000000000012 -0.06984499999999999
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 6 -1 7 11 -3 -10 -11 -4 17 14 -12 -16 -2 -8
right_child=16 8 3 -5 -6 -7 12 -9 9 10 13 -13 -14 -15 15 -17 -18 -19
leaf_value=0.028027277859257654 -0.0013751735787469862 0.022112295122632093 0.0085303641303092117 0.022276258012999647 -0.0086000944571205263 0.008342899609992703 -0.0079177228510159195 0.022821335408990538 -7.6147907536543773e-05 0.022030635753808609 0.0024202655957120205 0.018585309649791309 0.010205655080366617 0.0024028183563162414 0.016572149446164246 0.0098215984490391678 -0.013363916742054024 0.0029877499486044858
leaf_weight=52 71 85 1342 52 68 52 52 54 77 96 54 75 81 57 276 239 52 116
leaf_count=52 71 85 1342 52 68 52 52 54 77 96 54 75 81 57 276 239 52 116
internal_value=0 0.0100763 0.00890396 0.00837743 0.0079722 0.0182024 0.00862843 0.00957008 0.0126524 0.0116438 0.0128962 0.00906383 0.0030583 0.0114925 0.0123999 0.0134429 -0.00645819 -0.00037706
internal_weight=0 2828 1944 1840 1788 104 1720 1471 884 799 722 1417 249 626 569 515 123 168
internal_count=2951 2828 1944 1840 1788 104 1720 1471 884 799 722 1417 249 626 569 515 123 168
is_linear=0
shrinkage=0.16829


Tree=5028
num_leaves=20
num_cat=0
split_feature=1 1 150 4 4 11 48 4 159 48 4 4 147 4 15 15 1 15 15
split_gain=30.6393 6.48878 1.87192 1.73446 1.36369 1.36363 1.35595 1.16691 0.973437 1.23908 0.673234 1.15249 0.722509 0.639436 0.705682 0.483463 0.322056 0.351073 0.267579
threshold=0.10378000000000001 0.12448500000000001 0.085845000000000019 0.27998000000000006 0.25367000000000006 1.0000000180025095e-35 0.087730000000000016 -0.15764999999999998 0.087360000000000007 0.083775000000000002 -0.50231999999999988 -0.10701499999999999 0.086295000000000011 -0.078249999999999986 -0.12272499999999999 -0.43091499999999999 0.10726500000000001 -0.077474999999999988 0.091955000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 6 5 10 -3 -7 9 16 -1 -12 13 18 -15 -5 -2 -18 -13
right_child=1 3 -4 15 -6 7 -8 -9 -10 -11 11 12 -14 14 -16 -17 17 -19 -20
leaf_value=0.0020817412030946264 0.0013624299199130269 0.0012777817954042294 0.00079512703558830917 0.00051171826749467049 0.0013336463163019247 0.0017334140607153273 0.00055634407526955259 0.0023842501713831846 0.00098637237671940145 0.0010777453928471228 0.0013551100873668543 0.0018071564241143368 0.0021197245455987284 0.0019467681099371692 0.0016744203733507304 0.00015069882029336088 0.0014748705616265511 0.0018296525569993587 0.0020362799891415419
leaf_weight=65 53 52 88 93 82 53 63 71 68 76 83 535 58 116 1131 72 56 71 65
leaf_count=65 53 52 88 93 82 53 63 71 68 76 83 535 58 116 1131 72 56 71 65
internal_value=0 0.00095941 0.0012229 0.000571572 0.00175314 0.00176892 0.000882866 0.00210635 0.00133898 0.0014325 0.00174853 0.00173761 0.00175426 0.00174277 0.00169978 0.000354396 0.0015821 0.00167349 0.00183204
internal_weight=0 692 412 280 2259 2177 115 124 324 256 2053 1988 1905 1847 1247 165 180 127 600
internal_count=2951 692 412 280 2259 2177 115 124 324 256 2053 1988 1905 1847 1247 165 180 127 600
is_linear=0
shrinkage=0.0032998


Tree=5029
num_leaves=20
num_cat=0
split_feature=3 2 132 457 1447 1456 3 1375 4 1212 1212 48 1 15 4 15 3 52 2
split_gain=0.87965 0.448934 0.495182 0.317028 0.230625 0.301835 0.315189 0.31584 0.203932 0.201729 0.299773 0.230446 0.160186 0.15791 0.179853 0.145403 0.138384 0.169658 0.123879
threshold=0.28833000000000003 0.10334500000000001 0.078205000000000011 0.056920000000000005 -0.086009999999999989 -0.15824499999999997 0.096440000000000012 -0.091584999999999986 0.05309500000000001 -0.040879999999999993 -0.092414999999999983 0.10126 0.14228000000000005 -0.067614999999999995 0.41823000000000005 -0.070454999999999976 -0.13827999999999999 0.089455000000000021 0.13631000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 -1 -6 7 -7 15 10 -9 -11 -2 14 -10 -3 -17 -18 -16
right_child=12 2 -4 -5 5 6 -8 9 13 11 -12 -13 -14 -15 18 16 17 -19 -20
leaf_value=0.0025446300008923916 0.00020811098464278119 0.019408001730313436 -0.0056796661907074185 -0.0038517588532642282 0.022683659286694639 0.023860122609882611 -9.719790760587629e-05 0.011542593582142666 -0.0029774475431861252 0.0098274987673708583 0.027014926210511051 0.019516269219460602 -0.012061615363086817 0.012985553678410153 0.013275951256293371 0.016139064564414451 9.470880682339057e-05 0.012834849593722355 0.0017786633505332589
leaf_weight=94 71 63 93 61 62 54 73 114 79 1656 52 73 52 61 54 67 59 60 53
leaf_count=94 71 63 93 61 62 54 73 114 79 1656 52 73 52 61 54 67 59 60 53
internal_value=0 0.00956413 0.00567692 0.0075763 0.0107234 0.0110915 0.0107351 0.0111418 0.00898539 0.0107784 0.0164002 0.0102376 -0.00496448 0.00554602 0.00309652 0.0123899 0.0100032 0.00653341 0.00759782
internal_weight=0 2828 650 557 2178 2084 2022 1949 496 1895 166 1729 123 247 186 249 186 119 107
internal_count=2951 2828 650 557 2178 2084 2022 1949 496 1895 166 1729 123 247 186 249 186 119 107
is_linear=0
shrinkage=0.16829


Tree=5030
num_leaves=17
num_cat=0
split_feature=2 475 1213 12 43 42 160 14 50 51 52 4 1454 123 16 2
split_gain=0.801495 0.484919 0.436258 0.460754 0.508405 0.309918 0.549568 0.410929 0.334735 0.373768 0.326923 0.303665 0.275186 0.294673 0.260149 0.128422
threshold=0.16730000000000003 -0.085684999999999997 0.0041950000000000008 0.086535000000000015 -0.0094449999999999968 0.079335000000000003 -0.40860499999999994 0.05884000000000001 0.10951000000000001 0.095105000000000009 -0.53082999999999991 -0.021269999999999997 0.087930000000000008 0.089455000000000021 -0.46591499999999991 0.087355000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 5 -4 -5 6 -3 8 9 -8 -7 -1 13 14 -12 -6
right_child=-2 2 3 4 15 10 7 -9 -10 -11 12 -13 -14 -15 -16 -17
leaf_value=0.022730736244767402 -0.010644646227143768 0.019547206371348175 -0.0098351310226391653 0.016096429188279252 -0.0078716562714362306 0.021316659625130231 0.0048535787834020202 -0.010323624629573374 -0.0072425212025190909 0.018040026189220171 0.018050706373101508 0.0082838099053485978 -0.0027282908970316755 -0.0032481143134684039 0.0087367269655478363 0.0034150290814374514
leaf_weight=85 76 71 91 70 56 58 990 52 60 65 94 81 60 53 925 58
leaf_count=85 76 71 91 70 56 58 990 52 60 65 94 81 60 53 925 58
internal_value=0 0.00685618 0.00631287 -3.34231e-05 0.0048044 0.0070324 0.00516488 0.00428832 0.00497138 0.00566772 0.00897375 0.0156922 0.00833975 0.0089609 0.00959768 -0.00211355
internal_weight=0 2869 2703 275 184 2428 1238 1167 1115 1055 1190 166 1132 1072 1019 114
internal_count=2945 2869 2703 275 184 2428 1238 1167 1115 1055 1190 166 1132 1072 1019 114
is_linear=0
shrinkage=0.16829


Tree=5031
num_leaves=16
num_cat=0
split_feature=4 123 14 48 51 41 14 4 4 42 150 42 150 4 48
split_gain=16.357 2.89162 1.41261 1.07887 1.53825 1.0044 1.45916 0.790864 0.659214 0.481486 0.477196 0.555674 0.180983 0.142771 0.0803018
threshold=0.27998000000000006 1.0000000180025095e-35 -0.45687499999999998 0.093225000000000016 0.093530000000000016 0.075585000000000013 1.0000000180025095e-35 -0.50139499999999992 -0.10701499999999999 0.079335000000000003 0.081245000000000026 0.086510000000000017 0.08486500000000001 0.51367000000000018 0.10713500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 14 6 7 -1 -9 -10 11 13 -3 -4 -5
right_child=2 12 10 4 -6 -7 -8 8 9 -11 -12 -13 -14 -15 -16
leaf_value=0.0018166008565707985 0.001176201663895009 0.0011076777703930641 0.00028050967900556832 0.0014166454892885749 0.00096040893203502603 0.0018399129414755839 0.00096094389358767978 0.0012266796179717895 0.0014512119789737992 0.0015590428734629511 0.00082472319859276221 0.00073021221868138783 0.00086631385610533567 0.00050388351630402395 0.0015775446219207644
leaf_weight=90 54 100 73 81 98 99 54 94 817 1053 72 79 54 56 71
leaf_count=90 54 100 73 81 98 99 54 94 817 1053 72 79 54 56 71
internal_value=0 0.00146263 0.000686878 0.00149016 0.00128378 0.00151352 0.00149817 0.00151228 0.00149832 0.00151195 0.000592383 0.000511788 0.00102327 0.000377751 0.00149203
internal_weight=0 2611 334 2457 250 2207 2108 2054 1964 1870 280 208 154 129 152
internal_count=2945 2611 334 2457 250 2207 2108 2054 1964 1870 280 208 154 129 152
is_linear=0
shrinkage=0.0032998


Tree=5032
num_leaves=18
num_cat=0
split_feature=1 13 10 3 3 403 474 16 13 16 1 1 1211 43 43 16 43
split_gain=0.918093 0.339093 0.536291 0.334687 0.316685 0.327568 0.279678 0.484808 0.578 0.40432 0.400568 0.254699 0.29667 0.232746 0.201407 0.181044 0.141746
threshold=0.14754500000000001 -0.011809999999999999 -1.0000000180025095e-35 -0.15288999999999997 -0.097574999999999981 -0.53447999999999996 -1.0000000180025095e-35 0.24100000000000002 0.032645000000000007 0.033280000000000011 0.10921500000000002 0.12122500000000001 0.099485000000000004 -0.072364999999999985 -0.09361499999999999 -0.42170999999999997 -0.062434999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 -4 9 -9 10 13 12 14 -8 -7 -12 -13
right_child=-2 2 6 4 5 11 7 8 -10 -11 15 16 -14 -15 -16 -17 -18
leaf_value=0.020430083904598505 -0.01065716099284564 -0.012063000160179867 0.016602565251481679 -0.0028293081063856312 -0.003170975890892581 0.020431048512234134 0.010421781965534047 0.0045339248802425854 -0.016877125650961514 0.016836218589322917 0.0024263388987244214 0.0089092683126699903 1.2044644625118499e-05 0.004014090258101297 0.0098041585011924212 -0.011207402416438524 -0.0022355969688261199
leaf_weight=63 87 52 60 74 66 53 268 88 60 92 55 52 86 404 1245 55 85
leaf_count=63 87 52 60 74 66 53 268 88 60 92 55 52 86 404 1245 55 85
internal_value=0 0.00688414 0.0046204 0.00837213 0.0079137 0.00841577 0.00542385 0.00476581 -0.00413409 0.00627494 0.00503014 0.00891973 0.00960524 0.00657221 0.0102395 -0.0043742 0.00198146
internal_weight=0 2858 1134 1724 1661 1587 1082 1022 148 874 782 1521 1384 672 1298 110 137
internal_count=2945 2858 1134 1724 1661 1587 1082 1022 148 874 782 1521 1384 672 1298 110 137
is_linear=0
shrinkage=0.16829


Tree=5033
num_leaves=13
num_cat=0
split_feature=9 2 1427 15 3 16 48 11 160 15 14 3
split_gain=0.822054 0.740302 0.410742 0.498729 0.394954 0.383859 0.229151 0.399378 0.359336 0.420771 0.33267 0.17783
threshold=0.094575000000000006 -0.098699999999999982 0.088585000000000011 -0.26361999999999991 -0.24156999999999998 -0.33811499999999994 0.093225000000000016 0.078065000000000009 0.023210000000000005 -0.070454999999999976 0.018455000000000003 0.0035100000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 11 7 10 9 -8 -6 -3
right_child=-2 2 -4 4 6 -7 8 -9 -10 -11 -12 -13
leaf_value=0.024669513603998168 -0.015668298991142707 -0.0047508487587644577 0.018319441118507293 -0.0070970941898698325 0.0064030508200544076 -0.014564943698296929 0.0026233054306622496 0.018566151708584968 0.014176618752791005 -0.013792326218072868 -0.0067248696059490519 0.0089605661319703232
leaf_weight=57 52 53 67 68 2095 61 197 75 53 57 56 54
leaf_count=57 52 53 67 68 2095 61 197 75 53 57 56 54
internal_value=0 0.00567184 0.00528937 0.00497344 0.00554773 -0.00390706 0.0058879 0.0064826 0.00157 -0.00105344 0.00606044 0.00215214
internal_weight=0 2893 2836 2769 2601 168 2533 2226 307 254 2151 107
internal_count=2945 2893 2836 2769 2601 168 2533 2226 307 254 2151 107
is_linear=0
shrinkage=0.16829


Tree=5034
num_leaves=15
num_cat=0
split_feature=9 2 9 1212 1212 2 10 475 480 2 13 13 16 133
split_gain=0.56875 0.511997 0.29451 0.292029 0.741286 0.313856 0.275219 0.243398 0.203755 0.226059 0.159579 0.132221 0.123988 0.0810158
threshold=0.094575000000000006 -0.098699999999999982 -1.0000000180025095e-35 0.040035000000000008 0.086860000000000007 0.084485000000000018 -0.010054999999999998 -0.086659999999999987 0.10272000000000002 0.10656 -0.0072149999999999992 -0.070004999999999998 0.25968500000000005 -0.013084999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 11 -4 12 9 -9 13 -6 -8 -7
right_child=-2 2 3 4 5 10 7 8 -10 -11 -12 -13 -14 -15
leaf_value=0.020517886513736976 -0.013031484268714961 -0.0047045783933399709 -0.0051007503869059294 -0.018426447378343598 -0.0096454975966320904 0.0072409757745426732 0.01868818710385859 0.0059655411817703084 0.014287887152544908 0.0019552360796154062 0.0007962228372710232 0.0022774502847139506 0.0077478549843240322 0.016420441997201798
leaf_weight=57 52 97 69 52 53 57 58 1627 69 529 58 52 61 54
leaf_count=57 52 97 69 52 53 57 58 1627 69 529 58 52 61 54
internal_value=0 0.00471743 0.00439923 0.00472229 0 0.00349062 0.005361 0.00566973 0.00527178 0.0049824 0.00798351 -0.00372369 0.0130952 0.0117228
internal_weight=0 2893 2836 2739 326 274 2413 2344 2225 2156 169 105 119 111
internal_count=2945 2893 2836 2739 326 274 2413 2344 2225 2156 169 105 119 111
is_linear=0
shrinkage=0.16829


Tree=5035
num_leaves=27
num_cat=0
split_feature=4 3 2 150 2 376 3 11 0 4 3 0 3 52 14 2 3 3 2 482 0 399 0 0 133 3
split_gain=36.7276 11.1844 4.56073 2.69207 2.21692 1.48718 1.70924 1.36621 3.03925 1.21909 1.16368 0.899975 0.896097 0.696201 0.67209 0.632174 0.955779 0.631656 0.603761 0.366673 0.284723 0.222228 0.219295 0.169323 0.147271 0.138731
threshold=0.31392000000000003 -0.065674999999999983 0.14253500000000002 0.084380000000000024 0.14870000000000003 0.048375000000000008 0.12478500000000002 0.080705000000000013 -0.036459999999999992 0.053330000000000009 -1.0000000180025095e-35 -0.105195 0.11878500000000002 -0.011964999999999998 -1.0000000180025095e-35 0.096435000000000007 -0.082974999999999979 0.086845000000000019 0.096080000000000013 0.098715000000000011 0.12321500000000001 0.087840000000000015 -0.11214999999999999 -0.095199999999999993 0.092215000000000005 -0.078384999999999996
decision_type=2 2 2 2 2 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 10 8 9 15 13 12 -2 -3 -13 19 -17 -12 -5 21 -9 -1 -11 -24 -18 -25
right_child=4 2 -4 18 -6 -7 -8 20 -10 22 17 14 -14 -15 -16 16 24 -19 -20 -21 -22 -23 23 25 -26 -27
leaf_value=0.0016219531642686765 0.00084276372935750338 0.00093574945192723613 0.00028415517527779642 0.00093000194650803922 -0.00034495675503724296 0.0008031757062558581 0.00083255094190590412 0.0020398524824129642 0.00085398038384436044 0.0015211594220089562 0.0019096595446215637 0.00047124410538614832 0.00026423785156818962 0.0013886933590275062 1.1280092669864572e-05 0.0010369125112592969 0.0016831608657170913 0.0014829866878378131 0.00047175790962505605 0.0013814173858107011 0.0017158173453668516 0.0018004273435978781 0.0011153718819423039 0.0014687026847610555 0.0014424181239040047 0.0012248519026710684
leaf_weight=1248 67 52 72 78 56 62 59 70 68 52 62 59 52 133 84 53 64 101 53 68 55 85 54 54 55 54
leaf_count=1248 67 52 72 78 56 62 59 70 68 52 62 59 52 133 84 53 64 101 53 68 55 85 54 54 55 54
internal_value=0 0.00143755 0.00106955 0.00116374 0.000250658 0.00128066 0.00135331 0.00156243 0.00153983 0.00156591 0.0014415 0.0003781 0.000590259 0.00126157 0.000201302 0.00159781 0.00140745 0.0016455 0.000744874 0.00162116 0.00189756 0.00163336 0.00133125 0.00127008 0.00157219 0.0013471
internal_weight=0 2652 672 600 318 469 407 1980 1855 1787 348 262 119 185 143 1573 172 163 131 1401 125 1333 214 162 119 108
internal_count=2970 2652 672 600 318 469 407 1980 1855 1787 348 262 119 185 143 1573 172 163 131 1401 125 1333 214 162 119 108
is_linear=0
shrinkage=0.0032998


Tree=5036
num_leaves=15
num_cat=0
split_feature=1 1446 40 133 1 482 159 159 157 481 393 49 42 482
split_gain=0.503047 0.2942 0.302153 0.268464 0.325588 0.23994 0.458428 0.395208 0.316624 0.288329 0.270222 0.169125 0.0853178 0.0625699
threshold=0.14860500000000001 0.11018500000000002 1.0000000180025095e-35 -0.24227499999999996 0.080320000000000016 0.083005000000000009 0.082420000000000007 0.087575000000000014 -0.076719999999999983 -0.085749999999999979 0.10135500000000001 -0.0058449999999999986 -0.059799999999999992 0.10418500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 12 7 13 9 -9 -5 -11 -10 -1 -7
right_child=-2 -3 -4 5 -6 6 -8 8 11 10 -12 -13 -14 -15
leaf_value=0.01335412313116721 -0.0082933035800091814 -0.0056110665587133582 -0.0038670972007609351 0.01616602459792859 0.024031660424966517 0.010034305040535813 -0.012830139350667697 0.023441801294762872 0.0013206459628482246 0.0049556167228912464 0.015917899290315313 0.012007891884391341 0.0044549468915909699 0.0025736851906633068
leaf_weight=53 72 61 82 72 52 53 54 58 55 1954 66 182 74 82
leaf_count=53 72 61 82 72 52 53 54 58 55 1954 66 182 74 82
internal_value=0 0.00593714 0.00618607 0.00648595 0.0127971 0.00604671 0.000264724 0.00650377 0.0122756 0.00568901 0.00531468 0.00953531 0.00818292 0.00551598
internal_weight=0 2898 2837 2755 179 2576 189 2387 295 2092 2020 237 127 135
internal_count=2970 2898 2837 2755 179 2576 189 2387 295 2092 2020 237 127 135
is_linear=0
shrinkage=0.16829


Tree=5037
num_leaves=19
num_cat=0
split_feature=9 13 9 4 12 4 16 16 16 42 13 16 12 16 1209 399 42 42
split_gain=0.379277 0.307426 0.263334 0.307765 0.403886 0.273438 0.255659 0.428698 0.220081 0.218006 0.363739 0.331816 0.469933 0.440806 0.190394 0.203827 0.133994 0.089529
threshold=-1.0000000180025095e-35 -0.17030499999999998 0.08542000000000001 -0.060239999999999995 0.083785000000000012 -0.49911499999999992 0.25032500000000008 -0.039209999999999995 -0.14085499999999998 -0.22491999999999998 0.10188500000000002 -0.069169999999999995 0.083945000000000006 -0.085454999999999989 0.083050000000000013 0.087625000000000022 -0.026374999999999999 -0.010034999999999997
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 -6 7 -3 -2 -5 11 13 -13 -11 15 -7 -12 -16
right_child=1 2 -4 9 5 14 -8 -9 -10 10 16 12 -14 -15 17 -17 -18 -19
leaf_value=-0.0058021027913262684 -0.0090644244953857166 0.0060473926710786887 0.015134235873096126 0.014151446716534797 -0.0056159724257947106 0.0046260030548074052 0.0045219541597789252 0.025298453926330657 0.0034419769315313744 0.0055111355178044871 0.00033753048413455428 -0.0049661040496215211 0.0042862036896390721 0.020865722006912481 0.0073735592963366219 0.013987408192531062 -0.010632078955675178 0.016703518493302622
leaf_weight=95 72 53 77 53 56 699 56 87 89 459 59 212 582 60 52 73 67 69
leaf_count=95 72 53 77 53 56 699 56 87 89 459 59 212 582 60 52 73 67 69
internal_value=0 0.0049972 0.00542124 0.00513694 0.00721382 0.00577421 0.014175 0.0180234 -0.00213979 0.00354189 0.00314988 0.00397952 0.00181355 0.00728969 0.0064905 0.00551354 -0.00548126 0.0127088
internal_weight=0 2875 2714 2637 1145 949 196 140 161 1492 1439 1313 794 519 893 772 126 121
internal_count=2970 2875 2714 2637 1145 949 196 140 161 1492 1439 1313 794 519 893 772 126 121
is_linear=0
shrinkage=0.16829


Tree=5038
num_leaves=16
num_cat=0
split_feature=2 16 16 16 151 16 42 2 9 1 155 51 16 50 156
split_gain=0.468976 0.308073 0.460602 0.529848 0.249048 0.275307 0.323394 0.227248 0.222137 0.243328 0.205721 0.172095 0.138008 0.0750595 0.116277
threshold=0.25063000000000007 0.51381500000000013 0.20277000000000003 0.26411500000000004 -0.15028499999999997 0.073820000000000011 0.083785000000000012 -0.16649999999999998 0.084755000000000011 0.081540000000000015 0.099270000000000011 -0.14644999999999997 -0.014654999999999998 -1.0000000180025095e-35 0.11837500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 12 7 -7 -6 9 -9 11 -5 -1 -3 -15
right_child=-2 13 3 10 5 6 -8 8 -10 -11 -12 -13 -14 14 -16
leaf_value=0.0023037762415285138 -0.010976611713097025 0.0064658615172667735 -0.018025132309428864 -0.010041079886772768 -0.0065684679549572536 0.022016442595260942 0.0038020477112622607 0.0059047357257111903 0.015247417545672224 0.0022722304413666859 0.0089487673313302946 0.0019737087874635417 -0.0094058439339088397 0.019663972401023584 0.0083240209444124368
leaf_weight=60 59 60 53 55 52 56 55 1265 55 893 62 87 54 52 52
leaf_count=60 59 60 53 55 52 56 55 1265 55 893 62 87 54 52 52
internal_value=0 0.00417074 0.00374675 -0.00303213 0.00444714 0.0048161 0.0130075 0.00441388 0.00467275 0.0044024 0.000854298 -0.00266725 -0.00322713 0.0112617 0.0140113
internal_weight=0 2911 2747 257 2490 2376 111 2265 2213 2158 204 142 114 164 104
internal_count=2970 2911 2747 257 2490 2376 111 2265 2213 2158 204 142 114 164 104
is_linear=0
shrinkage=0.16829


Tree=5039
num_leaves=19
num_cat=0
split_feature=0 0 14 52 52 0 3 3 3 43 0 30 12 0 50 12 3 12
split_gain=0.426891 0.419886 0.585124 0.422014 0.247463 0.529092 0.340357 0.319828 0.30224 0.286891 0.26971 0.238518 0.212754 0.273181 0.199903 0.243696 0.0734196 0.087727
threshold=-0.23803499999999997 -0.12851999999999997 1.0000000180025095e-35 0.0049050000000000005 0.096795000000000006 -0.10594499999999998 -0.08867499999999999 0.15217000000000003 -0.083874999999999991 -0.020604999999999995 -0.079964999999999994 0.086220000000000019 -0.083979999999999985 -0.14755499999999996 -0.22547499999999998 0.088845000000000021 -0.080114999999999978 0.090745000000000006
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 -3 -6 11 -8 16 -11 14 -2 -14 -7 -16 -10 -18
right_child=1 4 -4 -5 6 7 8 -9 9 10 -12 -13 13 -15 15 -17 17 -19
leaf_value=0.017042410371138655 -0.010721926144977911 0.018168480727331036 0.0097575755327589456 -0.017253174157831255 -0.0099940203783741698 0.012777885480025 0.013701280052010264 -0.0086160889407711962 -0.0015186694459818173 -0.014425665482233199 0.00014417012880894661 -0.0058528582617706822 0.0063459329998767581 -0.0082754849386959296 0.0061631561808040101 0.0021112700282332328 0.010133674306895492 0.002886001975607694
leaf_weight=62 61 78 87 71 75 84 57 55 53 56 100 62 99 57 944 761 74 134
leaf_count=62 61 78 87 71 75 84 57 55 53 56 100 62 99 57 944 761 74 134
internal_value=0 0.00292324 -0.00232949 -0.00598703 0.00370159 0.00457672 0.000535752 0.00401956 0.00220565 0.000629991 -0.00507451 0.00439598 -0.00229259 0.000991975 0.00475217 0.00435571 0.00404646 0.00547314
internal_weight=0 2908 375 288 2533 1984 549 1906 474 417 156 1851 217 156 1789 1705 261 208
internal_count=2970 2908 375 288 2533 1984 549 1906 474 417 156 1851 217 156 1789 1705 261 208
is_linear=0
shrinkage=0.16829


Tree=5040
num_leaves=29
num_cat=0
split_feature=15 3 10 3 0 43 11 43 0 48 15 43 15 3 43 3 15 151 41 15 0 156 43 3 43 15 0 3
split_gain=12.4349 6.4144 3.42908 3.06004 2.62972 1.33473 1.14576 1.02181 0.903982 0.853036 0.648378 0.48938 0.452511 0.552808 0.657059 0.405383 0.391892 0.591472 0.545497 0.496935 0.430334 0.384007 0.369444 0.247266 0.246596 0.219173 0.182215 0.130145
threshold=-0.26361999999999991 -0.064349999999999991 -1.0000000180025095e-35 0.11391500000000002 -0.052874999999999998 -0.081314999999999985 1.0000000180025095e-35 -0.034774999999999993 -0.10998999999999999 0.086665000000000006 -0.42075999999999997 -0.049999999999999996 -1.0000000180025095e-35 0.088880000000000015 0.0044550000000000006 0.08796000000000001 -0.040769999999999994 -0.082079999999999986 0.075585000000000013 0.095535000000000023 -0.10594499999999998 0.084055000000000005 -0.00045499999999999995 -0.081604999999999997 -0.082204999999999986 -0.080264999999999989 -0.080584999999999976 -0.080734999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 4 -3 7 16 -6 -7 9 -5 -4 11 -1 13 14 -9 -14 17 -2 19 22 -19 25 23 -18 -21 -22 -26 -24
right_child=1 2 3 8 5 6 -8 12 -10 -11 -12 -13 15 -15 -16 -17 18 20 -20 24 21 -23 27 -25 26 -27 -28 -29
leaf_value=0.00054755574446968156 0.0012616489318192723 0.00059629924121959302 0.0013870743386171017 0.00067659925945125242 0.00079807448946457571 0.0011203046179471632 0.0017112688213613021 0.0018024848725562181 0.0012109396705762164 0.00089557006073645606 0.00034008603700579185 0.00090621831928928639 0.0014966789931723273 0.0011517016587872244 0.001305995547375017 0.0018781077515957465 0.0016543527560433158 0.0017892531460505928 0.0019416198659037846 0.0012750053288472472 0.0015411564418599517 0.0017572217674476857 0.0014499614350310876 0.0018243564495560997 0.0016988444468258065 0.0013722287038160897 0.0014691230380881727 0.0016293647366808581
leaf_weight=73 83 93 101 97 63 84 63 57 54 63 55 98 66 59 61 59 602 80 58 53 254 67 123 116 55 133 142 77
leaf_count=73 83 93 101 97 63 84 63 57 54 63 55 98 66 59 61 59 602 80 58 53 254 67 123 116 55 133 142 77
internal_value=0 0.00145825 0.00118768 0.00127677 0.00155181 0.00120126 0.00137381 0.00140917 0.000867921 0.00119848 0.000652903 0.000753311 0.00152347 0.00141485 0.00154612 0.001677 0.00159173 0.001523 0.0016263 0.00161061 0.00156356 0.00152371 0.00164647 0.00168187 0.00147879 0.00148319 0.00153344 0.00151921
internal_weight=0 2763 710 617 2053 210 147 466 151 164 226 171 302 177 118 125 1843 617 1226 1168 534 454 918 718 250 387 197 200
internal_count=2989 2763 710 617 2053 210 147 466 151 164 226 171 302 177 118 125 1843 617 1226 1168 534 454 918 718 250 387 197 200
is_linear=0
shrinkage=0.0032998


Tree=5041
num_leaves=25
num_cat=0
split_feature=1 3 1 12 3 40 11 3 3 3 12 1 43 3 1209 1210 3 40 43 12 12 130 3 12
split_gain=20.8805 4.79349 2.25631 1.53966 1.05016 0.952148 0.738456 0.714558 0.77651 0.709327 0.703385 1.28987 0.485538 0.464846 0.413821 0.349917 0.360455 0.34324 0.23169 0.385067 0.308177 0.24957 0.203088 0.174495
threshold=0.098395000000000024 -0.049204999999999992 0.12381000000000002 0.11697000000000002 0.093925000000000022 -0.08440499999999998 0.08326500000000002 0.13772500000000001 0.090170000000000014 -0.08322499999999998 0.087915000000000007 0.086860000000000007 -0.076179999999999984 0.0048000000000000013 -0.065749999999999989 -0.0061249999999999994 -0.14954999999999999 -0.062739999999999976 -0.14239499999999997 0.099370000000000014 0.097060000000000021 0.093620000000000023 0.41720500000000005 0.106505
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 10 -3 9 8 17 -2 11 13 -13 15 -12 -1 -17 -7 19 -16 21 -20 -9 -22
right_child=1 5 -4 -5 -6 7 -8 22 -10 -11 14 12 -14 -15 18 16 -18 -19 20 -21 23 -23 -24 -25
leaf_value=0.0016512533653090875 0.00070950569092375823 0.00015189256115894203 0.00044886484936526176 0.00085065862604265902 0.00098174958540736849 0.00066412354728593421 0.0013905786168184353 0.0002838171342245063 0.00090036132074803276 0.0011872953411071812 0.0015856932119403338 0.00087640778791583007 0.0012800570053973493 0.0017670378094959719 0.00095086522752461607 0.0011629072808602115 0.0014471316715423234 0.00035690000047507164 0.0013564819254374188 0.0013436738966246446 0.0011301311057417389 0.0011243981502881192 0.00053981013489780251 0.0013312334104264387
leaf_weight=86 53 75 60 72 85 87 96 96 95 96 53 53 87 55 58 54 645 74 620 53 154 57 53 72
leaf_count=86 53 75 60 72 85 87 96 96 95 96 53 53 87 55 58 54 645 74 620 53 154 57 53 72
internal_value=0 0.000699746 0.00102334 0.00132659 0.00134264 0.000494059 0.00116388 0.000557336 0.000663258 0.00101758 0.00135761 0.00142182 0.0011275 0.00147083 0.00129861 0.00145003 0.00142522 0.000523134 0.00128357 0.00113874 0.00130133 0.00133699 0.000375111 0.00119436
internal_weight=0 785 305 2204 2132 480 245 405 256 149 2047 980 140 840 1067 785 699 161 1014 111 903 677 149 226
internal_count=2989 785 305 2204 2132 480 245 405 256 149 2047 980 140 840 1067 785 699 161 1014 111 903 677 149 226
is_linear=0
shrinkage=0.0032998


Tree=5042
num_leaves=28
num_cat=0
split_feature=1 3 14 10 3 3 1 3 1 51 4 1 34 474 403 4 4 1204 124 4 1213 3 131 1447 400 1209 4
split_gain=22.6553 5.1507 2.18231 1.95626 1.90558 1.92238 1.50683 0.913174 0.748215 0.750037 0.735218 0.580544 0.621813 0.377222 0.37619 0.309973 0.462512 0.296061 0.285863 0.7391 0.255198 0.241672 0.213558 0.17762 0.143775 0.0797917 0.120858
threshold=0.10404000000000001 -0.049204999999999992 0.056865000000000006 -0.014199999999999999 -0.072649999999999978 -0.11749 0.12500000000000003 -0.23394499999999999 0.098395000000000024 0.046060000000000011 -0.036839999999999991 0.11039500000000001 -0.028269999999999997 0.080165000000000014 -0.083219999999999975 -0.036839999999999991 0.036605000000000006 -0.077544999999999989 -0.014429999999999998 0.27020000000000005 0.0065300000000000002 -0.064349999999999991 0.080165000000000014 -0.080344999999999986 -0.086144999999999985 0.084395000000000012 -0.085799999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 -3 5 7 10 -1 9 13 -2 -5 -13 15 24 21 -17 -16 -14 -20 23 -6 -12 -19 -7 26 -26
right_child=1 3 -4 11 8 14 -8 -9 -10 -11 22 12 18 -15 17 16 -18 20 19 -21 -22 -23 -24 -25 25 -27 -28
leaf_value=0.0014400565984880858 0.0015854540291875146 -5.6251315258253728e-05 0.0019179061434524388 0.00084064225314248154 0.0013796563213559526 0.0014212508532951266 0.00062747945687308332 0.00090454103404799665 0.00088212486711618633 0.00099732801389442664 0.0010104817453950657 0.00019723519871898298 0.00078632615101184697 0.0010848510331552942 0.0012117232891287175 0.0016403599193056781 0.0013195282547811514 0.0012961145943001543 0.0007244436795852833 0.0002904502176082599 0.0016615227467644835 0.0010814990334088045 0.0012880856781812304 0.0014632921043249507 0.0014891140374763713 0.0014972840468780583 0.0016671997109498557
leaf_weight=54 53 58 90 82 66 63 54 99 63 92 78 52 64 59 55 86 119 79 94 79 69 57 52 937 58 74 203
leaf_count=54 53 58 90 82 66 63 54 99 63 92 78 52 64 59 55 86 119 79 94 79 69 57 52 937 58 74 203
internal_value=0 0.000722601 0.00141308 0.00050676 0.00139272 0.00144741 0.00111315 0.00109378 0.00122204 0.00126667 0.00125627 0.000594873 0.000525018 0.00133061 0.00148256 0.00137471 0.00145429 0.00145166 0.000596787 0.000526465 0.00146379 0.00124177 0.00112179 0.00145033 0.00157099 0.00159904 0.00162776
internal_weight=0 666 2323 429 2233 1691 237 153 542 479 183 371 289 387 1538 328 205 1140 237 173 1085 123 130 1016 398 335 261
internal_count=2989 666 2323 429 2233 1691 237 153 542 479 183 371 289 387 1538 328 205 1140 237 173 1085 123 130 1016 398 335 261
is_linear=0
shrinkage=0.0032998


Tree=5043
num_leaves=24
num_cat=0
split_feature=2 4 12 2 150 3 3 49 16 3 40 2 4 16 12 3 4 2 3 484 403 16 12
split_gain=13.5567 8.49599 2.41558 2.34838 1.60665 1.04213 1.36561 0.922355 0.773754 0.726967 0.572492 0.542868 0.52714 0.853245 0.44633 0.422212 0.821878 0.364919 0.337254 0.13088 0.12754 0.20617 0.0838551
threshold=0.13554000000000002 0.31392000000000003 1.0000000180025095e-35 0.30739000000000005 0.083435000000000023 -0.0096849999999999974 0.10856000000000002 -0.082494999999999985 -0.018754999999999997 -0.14186499999999996 -0.0020749999999999996 0.088005000000000014 0.053330000000000009 -0.46591499999999991 0.084395000000000012 -0.16574499999999995 -0.15504999999999997 0.10773000000000001 -0.12077499999999998 -0.007899999999999999 -1.0000000180025095e-35 -0.011849999999999998 0.099370000000000014
decision_type=2 2 2 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 10 11 -6 -2 -3 -1 -7 14 -14 20 -16 -17 -11 -18 -15 -4 -22 -21
right_child=3 9 12 -5 7 6 -8 -9 -10 17 -12 -13 13 19 15 16 18 -19 -20 22 21 -23 -24
leaf_value=0.0013332882627593078 0.00096040647004002981 0.0010691744551994025 0.0018126580792274273 -6.0587906495101592e-05 0.0012377692257364125 0.0018155259276243908 0.0010214762781460612 0.0006862177803536397 0.00051101047752624175 0.00049163159678783928 0.00086860987935443834 0.001452170795291163 0.001709818995492359 0.0013987209135760583 0.0017573352097258654 0.0011132513600003468 0.00177169679288036 0.00082004875816676687 0.0014997385503083707 0.0011344224267015523 0.0017427178716637672 0.001498317871052076 0.0013054357481765684
leaf_weight=60 86 62 54 52 61 87 53 73 82 81 57 96 60 55 71 60 53 69 1417 85 78 80 57
leaf_count=60 86 62 54 52 61 87 53 73 82 81 57 96 60 55 71 60 53 69 1417 85 78 80 57
internal_value=0 0.0014029 0.00145555 0.000551578 0.00124603 0.00136302 0.00148969 0.00093756 0.000741268 0.000767759 0.00110721 0.00162511 0.00150482 0.00136366 0.00152481 0.00150575 0.00149405 0.000642938 0.00150957 0.00125805 0.00166864 0.00161919 0.00120332
internal_weight=0 2769 2557 220 487 353 236 134 168 212 117 183 2070 257 1813 1601 1530 150 1470 197 212 158 142
internal_count=2989 2769 2557 220 487 353 236 134 168 212 117 183 2070 257 1813 1601 1530 150 1470 197 212 158 142
is_linear=0
shrinkage=0.0032998


Tree=5044
num_leaves=13
num_cat=0
split_feature=403 2 49 151 52 13 447 3 2 13 3 15
split_gain=0.520574 0.47309 0.28414 0.237647 0.320994 0.243147 0.329259 0.387349 0.388219 0.263229 0.149415 0.141223
threshold=-0.52833499999999989 0.30739000000000005 0.14255500000000002 -0.085574999999999984 -0.080789999999999987 -0.49895999999999996 0.089095000000000021 0.11269500000000002 0.11732500000000001 -0.097214999999999982 -0.082714999999999997 -0.025879999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 -2 -5 7 9 -9 -7 -1 -6
right_child=1 -3 -4 5 11 6 -8 8 -10 -11 -12 -13
leaf_value=0.023651448962068208 -0.0059818696477535061 -0.0098185206712838504 -0.0023842610831778044 0.018571243223979465 0.0019672699385113058 0.013967431060372369 -0.0061815878665861957 -0.010342258207213297 0.0089070967507656421 0.0071786854310344553 0.011481964723940599 0.013270438757169363
leaf_weight=58 95 52 101 52 72 176 53 69 52 2095 58 56
leaf_count=58 95 52 101 52 72 176 53 69 52 2095 58 56
internal_value=0 0.00607392 0.00636751 0.00669314 0.00141933 0.00716341 0.00692006 0.00721111 -0.00205496 0.0077056 0.0175822 0.00692644
internal_weight=0 2873 2821 2720 223 2497 2445 2392 121 2271 116 128
internal_count=2989 2873 2821 2720 223 2497 2445 2392 121 2271 116 128
is_linear=0
shrinkage=0.16829


Tree=5045
num_leaves=30
num_cat=0
split_feature=1 1 150 2 12 2 43 16 16 160 15 12 1 16 1 13 12 4 4 49 3 13 16 16 15 4 16 2 133
split_gain=15.3006 2.51794 1.79879 1.43488 1.35854 1.13155 1.06788 0.85247 0.856712 0.826738 0.902697 0.566925 0.830187 0.444409 0.539009 0.407998 0.404237 0.379589 0.391022 0.527099 0.651644 0.295142 0.275198 0.244846 0.350758 0.238559 0.199353 0.187002 0.138122
threshold=0.10398500000000001 0.13130500000000003 0.086025000000000018 0.093320000000000014 0.088965000000000002 -0.013084999999999998 -0.074874999999999983 0.0044600000000000013 -0.15105999999999997 -0.027994999999999996 -0.0070899999999999991 0.080635000000000012 0.085780000000000009 0.51165500000000008 0.088340000000000016 -0.27740999999999993 0.09227500000000001 0.052250000000000012 -0.016339999999999997 0.0011700000000000002 -0.12077499999999998 -0.08620499999999999 0.052150000000000009 -0.066844999999999988 -0.074124999999999983 0.036605000000000006 -0.087969999999999979 0.08622500000000001 0.085235000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 7 -1 -3 8 -2 10 -5 12 -7 14 16 -8 25 18 19 20 -13 27 -6 26 -25 -11 -18 -20 -23
right_child=1 6 -4 9 22 11 15 -9 -10 13 -12 17 -14 -15 -16 -17 23 -19 21 -21 -22 28 -24 24 -26 -27 -28 -29 -30
leaf_value=0.00077231412626727535 0.00076197571490343346 -2.992430431227409e-05 0.00033022111809262222 0.001025860787267455 0.0012405674975672929 0.0016008670411030929 0.00027189278303389134 0.00099856574673021421 0.00023273623742001078 0.0013756123606501213 0.00054570972198033653 0.001519105967270278 0.0011394745838095765 0.0013129406769134629 0.00078197367879702362 0.00061759253003519741 0.00098516937654386416 0.00094061080628070413 0.0012925532491867217 0.00085279610417868961 0.0011661088801750178 0.0013160436175289126 0.00094820731725680433 0.0011396964148442941 0.00079700797558470674 0.0010790083105691886 0.0012716828164053271 0.0015636889162233838 0.0011542037456139136
leaf_weight=65 70 75 99 102 64 97 72 55 64 72 74 62 77 81 72 78 52 62 54 54 815 120 82 53 88 53 58 63 123
leaf_count=65 70 75 99 102 64 97 72 55 64 72 74 62 77 81 72 78 52 62 54 54 815 120 82 53 88 53 58 63 123
internal_value=0 0.000574676 0.000721594 0.00114519 0.000837149 0.0012002 0.00029113 0.000651984 0.000509468 0.00102092 0.000824179 0.00121839 0.00139689 0.00108631 0.00104525 0.000451892 0.00109557 0.0011954 0.00120761 0.00117152 0.0011911 0.00130086 0.00107661 0.00101846 0.00092607 0.00125013 0.00113656 0.00143885 0.00123427
internal_weight=0 659 434 2297 335 1592 225 189 134 705 176 1527 174 529 448 150 376 1353 1291 931 877 360 146 251 141 125 110 117 243
internal_count=2956 659 434 2297 335 1592 225 189 134 705 176 1527 174 529 448 150 376 1353 1291 931 877 360 146 251 141 125 110 117 243
is_linear=0
shrinkage=0.0032998


Tree=5046
num_leaves=20
num_cat=0
split_feature=4 3 39 147 43 3 4 42 3 16 52 51 43 16 16 43 133 16 42
split_gain=17.1257 4.72138 4.00465 1.49987 1.0936 0.86998 0.766398 0.636671 0.576521 0.545659 0.502982 0.60057 0.499343 0.503312 0.477208 0.264219 0.235835 0.235342 0.205363
threshold=0.27420500000000009 0.25089000000000006 0.055555000000000007 0.089430000000000023 -0.051239999999999987 0.13772500000000001 0.046185000000000004 0.10683500000000001 -0.021559999999999996 -0.5020199999999998 -0.56274499999999994 0.088940000000000005 -0.065749999999999989 -0.0096749999999999978 -0.066844999999999988 -0.081934999999999994 0.087285000000000015 -0.42170999999999997 0.11863500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 8 17 7 10 -2 -8 -1 -12 13 -4 18 -11 -17 -6 -9
right_child=4 -3 12 -5 5 -7 9 14 -10 15 11 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=0.0020448013166749946 0.00085137707464046422 0.00076983467851300907 0.0012801959228515849 0.0011216163293336307 0.0012195596182385487 0.00067093384534588582 0.0018357319927082647 0.0015008582268234559 0.00040383105162792915 0.0012798272129938932 0.001747169362285028 0.0015613378257758469 0.0014459324262528703 0.00088174975900876819 0.0012918284327345124 0.0016106783046831521 0.0013585996037604464 0.00094309643824052377 0.0017849649337184257
leaf_weight=56 55 70 70 52 96 69 56 55 74 61 1516 221 59 70 63 136 61 54 62
leaf_count=56 55 70 70 52 96 69 56 55 74 61 1516 221 59 70 63 136 61 54 62
internal_value=0 0.00161619 0.00163952 0.00167779 0.000836637 0.000978858 0.00169042 0.00171467 0.000594918 0.00153791 0.0017336 0.00172355 0.00118953 0.00108122 0.00152595 0.00147313 0.0015328 0.00112027 0.00165171
internal_weight=0 2608 2538 2339 348 219 2287 1973 129 314 1793 1737 199 140 180 258 197 150 117
internal_count=2956 2608 2538 2339 348 219 2287 1973 129 314 1793 1737 199 140 180 258 197 150 117
is_linear=0
shrinkage=0.0032998


Tree=5047
num_leaves=20
num_cat=0
split_feature=10 2 14 0 48 52 1 3 2 48 0 3 1209 1210 2 51 3 1 475
split_gain=0.345014 0.272877 0.341558 0.418744 0.336876 0.330326 0.317455 0.634517 1.02392 0.287372 0.250025 0.251009 0.219641 0.285294 0.239131 0.285011 0.392872 0.284244 0.0806908
threshold=1.0000000180025095e-35 0.088185000000000013 -0.23083499999999998 -0.22163999999999998 0.094275000000000012 -0.5320649999999999 0.080545000000000019 -0.018854999999999997 0.11165000000000001 0.094910000000000008 -0.049474999999999998 -0.055389999999999988 -0.06285499999999998 -0.065674999999999983 0.087545000000000026 0.078960000000000016 0.076825000000000018 0.089875000000000024 -0.075854999999999992
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 12 18 10 8 -8 -9 11 -7 -1 -14 15 16 -15 -17 -5
right_child=-2 2 3 5 -6 6 7 9 -10 -11 -12 -13 13 14 -16 17 -18 -19 -20
leaf_value=-0.00058412168593018868 -0.0025373090563076649 0.015743870971488043 -0.0056294104820092577 0.010134269621230105 0.022028569764895301 0.0069506331614904698 -0.023963041750451452 0.011639007509755312 0.0045994333354083912 -0.0020877187903355706 -0.00096083454545328978 0.015873640017242834 0.019437417041560094 0.0082381685173903776 0.017430454194365678 -0.0077878863466044734 0.023049659363128468 0.0090414186058258971 0.018073168606302384
leaf_weight=64 94 101 88 80 59 650 61 136 85 63 95 104 77 877 85 60 54 54 69
leaf_count=64 94 101 88 80 59 650 61 136 85 63 95 104 77 877 85 60 54 54 69
internal_value=0 0.00781009 0.00627559 0.00560606 0.0095763 0.0063436 0.00540877 0.00109794 -0.0073219 0.00728433 0.00715841 0.00818378 0.00899685 0.00950636 0.00882805 0.00812662 0.0090992 0.00016813 0.0138227
internal_weight=0 2862 1532 1431 1330 1343 1194 345 146 199 849 754 1271 1207 1130 1045 931 114 149
internal_count=2956 2862 1532 1431 1330 1343 1194 345 146 199 849 754 1271 1207 1130 1045 931 114 149
is_linear=0
shrinkage=0.16829


Tree=5048
num_leaves=26
num_cat=0
split_feature=4 2 12 457 2 2 2 2 12 11 4 4 16 39 16 12 4 16 12 11 16 12 157 133 2
split_gain=21.1685 9.18838 3.12893 3.03241 1.72248 1.6604 2.17906 0.970656 0.935608 0.861806 0.601297 0.713692 0.544086 0.493487 0.433348 0.422979 0.403649 0.377955 0.320964 0.607123 0.450693 0.266164 0.25765 0.229875 0.148435
threshold=0.31392000000000003 0.13388500000000003 0.023990000000000004 0.088850000000000026 0.13966500000000001 -0.0098549999999999974 0.098180000000000003 0.153865 0.093245000000000008 1.0000000180025095e-35 0.052250000000000012 -0.0065849999999999997 -0.28430999999999995 0.08955500000000001 -0.042884999999999993 -0.086254999999999984 0.44128500000000004 0.044620000000000007 0.11697000000000002 0.08184000000000001 0.18879500000000002 0.097345000000000015 -0.082714999999999983 0.085285000000000014 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 13 -1 14 -3 9 10 11 22 -12 16 -7 -8 -2 -16 19 20 24 -22 -4 -13 -10
right_child=4 7 8 -5 -6 6 15 -9 18 -11 12 23 -14 -15 17 -17 -18 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.0010849206163086387 0.00082420700890624573 0.0010262292969262135 0.0019277890121241284 0.00070982715173257627 0.00036617139632907816 0.0016973887388246291 0.0011181327484321062 0.00043305004726750565 0.0017475808095016234 0.0021110261625019505 0.0017615419587673074 0.0020833314417828832 0.0013130577155620886 0.000661793419520208 0.0022134717390329831 0.001482696558103771 0.0011452137427722837 0.0018162992298102025 0.0014518190148961052 0.0019910929711088299 0.0013019855706160948 0.0016031071975561838 0.0017485107702050683 0.0018447561764420807 0.0016071167372224136
leaf_weight=70 79 72 102 53 87 83 56 52 260 94 66 117 55 65 55 96 96 53 79 62 57 79 858 77 133
leaf_count=70 79 72 102 53 87 83 56 52 260 94 66 117 55 65 55 96 96 53 79 62 57 79 858 77 133
internal_value=0 0.00165509 0.00169851 0.00145412 0.000764624 0.00154955 0.00164427 0.000777761 0.00175435 0.00180408 0.00178142 0.00180482 0.00155798 0.000908916 0.00187936 0.00134862 0.0010005 0.00201889 0.00165268 0.00167947 0.00164288 0.00147716 0.0017676 0.00198882 0.00170013
internal_weight=0 2629 2505 466 327 413 343 124 2039 1369 1275 1154 121 240 191 152 175 108 670 591 529 136 960 194 393
internal_count=2956 2629 2505 466 327 413 343 124 2039 1369 1275 1154 121 240 191 152 175 108 670 591 529 136 960 194 393
is_linear=0
shrinkage=0.0032998


Tree=5049
num_leaves=16
num_cat=0
split_feature=40 1374 151 13 43 47 47 43 2 12 2 13 457 130 402
split_gain=0.309892 0.300251 0.338773 0.438273 0.285015 0.320782 0.45579 0.293014 0.287726 0.259697 0.318441 0.248296 0.236906 0.287683 0.337738
threshold=0.053385000000000009 0.085040000000000018 0.053170000000000002 -0.064249999999999988 -0.03898999999999999 0.077735000000000012 0.09550500000000002 -0.021354999999999996 -0.026084999999999994 -0.014854999999999998 0.13154000000000002 -0.0015099999999999998 0.081330000000000013 0.09858500000000002 0.08321000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 8 7 -7 -6 -1 -9 -11 -8 13 14 -10
right_child=-2 -3 3 -5 5 6 11 9 12 10 -12 -13 -14 -15 -16
leaf_value=-0.005807500208040323 -0.0035718386892601181 0.018490490571947758 0.0084741674487713754 -0.011227395496832906 0.01915183755587917 0.028096193474388836 0.018308846794821063 0.017369918391057552 0.0059727426551798909 0.0078283341335376819 -0.0055280108008824427 0.0027941775427614752 0.015320839638475891 0.017446110538854726 -0.0072145565047803872
leaf_weight=56 71 71 66 62 69 60 55 76 1025 1032 53 63 81 58 58
leaf_count=56 71 71 66 62 69 60 55 76 1025 1032 53 63 81 58 58
internal_value=0 0.00766527 0.0073915 -0.00105474 0.00779467 0.00944846 0.016137 0.00847906 0.00597125 0.00784321 0.00717425 0.0100408 0.0065125 0.00588562 0.00526484
internal_weight=0 2885 2814 128 2686 1408 178 1230 1278 1161 1085 118 1222 1141 1083
internal_count=2956 2885 2814 128 2686 1408 178 1230 1278 1161 1085 118 1222 1141 1083
is_linear=0
shrinkage=0.16829


Tree=5050
num_leaves=19
num_cat=0
split_feature=3 1 11 457 3 4 2 2 14 15 3 16 393 2 4 159 43 52
split_gain=0.833801 0.369857 0.597791 0.35691 0.294743 0.241777 0.272257 0.252031 0.327643 0.237924 0.223538 0.177909 0.298821 0.268195 0.246244 0.230166 0.238249 0.242392
threshold=0.35004500000000011 0.10075500000000003 0.088055000000000008 0.079020000000000021 -0.15963499999999997 -0.15366499999999997 -1.0000000180025095e-35 1.0000000180025095e-35 -0.23083499999999998 -0.19153499999999998 -0.076914999999999997 -0.096149999999999985 0.086855000000000016 -1.0000000180025095e-35 0.055765000000000002 0.018290000000000004 0.086765000000000023 0.084050000000000014
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 -3 -7 10 -9 -6 -8 15 13 -13 -15 16 17 -11
right_child=-2 2 -4 -5 9 6 7 8 -10 11 -12 12 -14 14 -16 -17 -18 -19
leaf_value=-0.004429583239612866 -0.012961571674289513 0.012512270852781475 0.016381612688475246 -0.0091056813158698624 0.017187640841825502 -0.0085989557826285194 0.0012683252389244194 0.011207966148697809 -0.0038922740242660924 -0.0096647010847146914 0.014581265416213095 0.019572771977692041 -0.0023936380493352594 0.0071955574148530044 0.018385731633246277 0.010570484501384786 0.0084509937300999548 0.0031246543079548848
leaf_weight=64 69 58 76 92 65 71 68 52 187 80 76 55 82 1553 58 89 75 88
leaf_count=64 69 58 76 92 65 71 68 52 187 80 76 55 82 1553 58 89 75 88
internal_value=0 0.00575016 0.00231418 0.000541133 0.00680705 0.00227805 0.000966642 0.00274459 -0.000599349 0.00714316 0.00830708 0.0068284 0.00750749 0.0079959 0.00759955 0.00324755 0.000558099 -0.00295482
internal_weight=0 2889 680 604 2209 512 454 383 239 2145 144 2080 1748 1666 1611 332 243 168
internal_count=2958 2889 680 604 2209 512 454 383 239 2145 144 2080 1748 1666 1611 332 243 168
is_linear=0
shrinkage=0.16829


Tree=5051
num_leaves=15
num_cat=0
split_feature=4 0 14 16 156 1454 14 403 15 403 15 1 43 16
split_gain=0.50658 0.284152 0.268595 0.488417 0.264765 0.328885 0.256349 0.216232 0.25171 0.360416 0.221304 0.160791 0.102938 0.0533033
threshold=0.27420500000000009 -0.23043999999999995 -0.41608999999999996 -0.42170999999999997 -0.00054499999999999991 0.092620000000000022 0.018455000000000003 -0.53447999999999996 0.079600000000000018 -0.081424999999999984 0.08401500000000002 0.11417500000000001 -0.073819999999999983 -0.50790499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 11 12 6 7 -6 9 -9 -10 -4 -3 -13
right_child=2 4 3 -5 5 -7 -8 8 10 -11 -12 13 -14 -15
leaf_value=0.017407045452348946 0.0073254796021170916 0.0083179274253045148 0.0048212228180964456 -0.018928738617017306 -0.0035247874668863275 -0.0076329104342943163 -0.0035935186802799977 -0.0053980507964974155 0.017621815583936468 0.0048423890145041599 0.0069525716457106155 -0.0086158036407950993 0.018165212283765227 -0.0013699842542239482
leaf_weight=53 71 72 87 52 77 61 97 106 59 1171 882 54 53 63
leaf_count=53 71 72 87 52 77 61 97 106 59 1171 882 54 53 63
internal_value=0 0.00519594 -0.00182355 -0.004368 0.0049442 0.00455806 0.0048697 0.00522819 0.00553287 0.00399095 0.00762343 -0.000647628 0.0125075 -0.00472956
internal_weight=0 2631 327 256 2578 2453 2392 2295 2218 1277 941 204 125 117
internal_count=2958 2631 327 256 2578 2453 2392 2295 2218 1277 941 204 125 117
is_linear=0
shrinkage=0.16829


Tree=5052
num_leaves=14
num_cat=0
split_feature=4 15 13 15 480 48 455 48 41 52 15 160 15
split_gain=0.353319 0.244096 0.450663 0.237209 0.241874 0.218164 0.186701 0.253403 0.213148 0.265893 0.347749 0.344917 0.168717
threshold=0.31392000000000003 -0.43587999999999999 -0.0073899999999999999 -0.14803999999999998 -1.0000000180025095e-35 0.090435000000000015 0.086970000000000006 -0.024949999999999996 1.0000000180025095e-35 -0.092084999999999986 0.079600000000000018 0.083130000000000023 -0.26361999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 -1 7 -6 9 11 -11 -9 -3
right_child=1 12 -4 4 6 -7 -8 8 -10 10 -12 -13 -14
leaf_value=0.0045257010281746111 -0.0042367124928823219 -0.012801481585422134 0.014777702795751531 -0.0049144068764833664 -0.0045303217385760496 0.018927308264720905 0.01346642350231103 0.0050627889924632231 0.012063889511232702 0.00043888311281368308 0.0052497002209141641 0.015824559304207918 -0.0016743477597012603
leaf_weight=61 90 66 58 84 94 59 61 366 98 784 933 110 94
leaf_count=61 90 66 58 84 94 59 61 366 98 784 933 110 94
internal_value=0 -0.0017152 0.00320274 0.00430285 0.00395501 0.0116215 0.00426034 0.00402412 0.0043759 0.00403152 0.00305408 0.00755353 -0.00627552
internal_weight=0 308 148 2650 2530 120 2446 2385 2291 2193 1717 476 160
internal_count=2958 308 148 2650 2530 120 2446 2385 2291 2193 1717 476 160
is_linear=0
shrinkage=0.16829


Tree=5053
num_leaves=13
num_cat=0
split_feature=3 40 2 42 132 484 156 49 150 128 3 12
split_gain=0.448292 0.247573 0.236259 0.259061 0.230185 0.215983 0.194539 0.190398 0.189777 0.18005 0.196294 0.253751
threshold=0.35004500000000011 0.0052450000000000005 -0.14847999999999997 -0.069929999999999978 -0.014634999999999999 0.11912000000000002 -0.03238499999999999 -0.15734499999999998 0.12240500000000001 0.10355000000000002 -0.082504999999999981 0.087065000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 -5 -8 -9 10 11 -6
right_child=-2 -3 3 5 9 -7 7 8 -10 -11 -12 -13
leaf_value=0.014160117849673019 -0.01034190900390972 -0.0069627565132615718 0.016347879122827258 0.010052753585127782 0.012685600555947909 0.01049873562466281 -0.0069893560923770734 0.0025383672503404044 -0.0071402126138637272 -0.0027813293981179348 0.014193928324168369 0.001440380934559664
leaf_weight=59 69 64 64 88 81 95 65 1977 59 63 82 192
leaf_count=59 69 64 64 88 81 95 65 1977 59 63 82 192
internal_value=0 0.003378 0.00361291 0.00338728 0.0069349 0.00263783 0.00229585 0.0019701 0.00225702 0.00548938 0.0069622 0.00478346
internal_weight=0 2889 2825 2766 482 2284 2189 2101 2036 418 355 273
internal_count=2958 2889 2825 2766 482 2284 2189 2101 2036 418 355 273
is_linear=0
shrinkage=0.16829


Tree=5054
num_leaves=27
num_cat=0
split_feature=4 3 3 3 150 11 4 16 16 14 3 4 157 49 133 52 16 4 158 13 159 132 403 403 3 4
split_gain=11.148 4.05288 2.11777 0.88371 0.880039 0.685311 0.695053 0.614637 0.571485 0.686091 0.54946 0.538045 0.479921 0.469138 0.460325 0.416552 0.344854 0.241723 0.325084 0.259901 0.37811 0.284535 0.249704 0.136536 0.126999 0.110468
threshold=0.31392000000000003 -0.071369999999999975 0.28833000000000003 0.13772500000000001 0.085360000000000005 1.0000000180025095e-35 -0.49010499999999996 -0.066844999999999988 -0.53870999999999991 -0.41608999999999996 -0.13392999999999997 -0.37626499999999991 -0.063024999999999984 0.10253500000000002 0.084845000000000018 0.084050000000000014 -0.45743999999999996 0.032770000000000001 0.085110000000000005 -0.085349999999999995 -1.0000000180025095e-35 0.090550000000000005 -0.52017999999999986 0.10460500000000002 -0.15755 0.074650000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 8 7 10 -7 14 -2 -10 -1 -9 -13 -14 15 -3 -11 19 25 20 -12 22 -21 -22 -8 -19
right_child=3 2 -4 -5 -6 6 24 11 9 16 17 12 13 -15 -16 -17 -18 18 -20 21 23 -23 -24 -25 -26 -27
leaf_value=0.00082668231217887273 0.00078425482598128116 0.0010867507599420221 0.00029032864577800823 9.7403437895525656e-05 0.00065173666584397456 0.0010851095733490715 0.0014152764293665116 0.0011384133482451905 0.00071710870030625596 0.00045111179632482094 0.0014543392029149271 0.00055623140557759627 0.0009703521153464949 0.00061998300623757714 0.00086701714297178966 0.0014503791837638955 9.029737865952441e-05 0.00088070328440572969 0.0012655732208459441 0.00096242856355070185 0.0012310290620558878 0.0013342033944414792 0.0011505241329107716 0.0010411467955068687 0.0016472613564252109 0.0010594651441035753
leaf_weight=56 65 88 60 70 102 61 58 90 57 59 81 52 222 52 52 58 57 72 61 87 245 86 872 53 53 89
leaf_count=56 65 88 60 70 102 61 58 90 57 59 81 52 222 52 52 58 57 72 61 87 245 86 872 53 53 89
internal_value=0 0.0010874 0.000886673 0.00042394 0.000936597 0.0011705 0.00137008 0.000983861 0.000519832 0.000420279 0.00115031 0.000911404 0.000848625 0.000903987 0.00113592 0.00123145 0.000274119 0.0011613 0.00105844 0.00117731 0.00125239 0.00115005 0.0011335 0.00119738 0.00152636 0.000979741
internal_weight=0 2650 776 308 716 1874 172 614 238 173 1702 416 326 274 198 146 116 1646 222 1424 379 1045 959 298 111 161
internal_count=2958 2650 776 308 716 1874 172 614 238 173 1702 416 326 274 198 146 116 1646 222 1424 379 1045 959 298 111 161
is_linear=0
shrinkage=0.0032998


Tree=5055
num_leaves=26
num_cat=0
split_feature=1 12 2 14 12 4 1 12 47 2 4 1 42 42 40 2 4 4 1429 43 481 12 43 4 49
split_gain=45.3402 5.85951 5.08814 4.56216 4.37407 2.48964 2.38764 1.95476 1.5783 1.42666 1.42325 0.93974 0.715266 0.540129 0.520587 0.496189 0.451649 0.406461 0.402225 0.423714 0.399033 0.366119 0.250951 0.198064 0.155546
threshold=0.10575500000000002 -1.0000000180025095e-35 0.14290000000000003 0.073890000000000011 0.056995000000000011 -0.16236499999999995 0.085780000000000009 0.085075000000000026 1.0000000180025095e-35 0.08647500000000001 0.053330000000000009 0.11561500000000001 0.11128500000000001 0.0069650000000000016 -1.0000000180025095e-35 0.090420000000000014 -0.09390999999999998 0.064860000000000015 1.0000000180025095e-35 -0.0039049999999999992 -0.084514999999999993 0.097060000000000021 -0.040494999999999996 0.13995000000000002 0.087485000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 7 4 5 -1 -7 23 13 -8 12 -9 15 14 -2 16 -6 -13 19 -17 -18 24 -14 -3 -12
right_child=1 2 -4 -5 10 6 9 11 -10 -11 21 17 22 -15 -16 18 20 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0022710595201376384 0.00067602735129692313 0.0011268124734159816 0.00051934624411857926 0.0028439559152344217 0.0025626727839482091 0.0020112069695528206 0.0017206637870293695 0.0020377915341158663 0.0011996165424139991 0.0011014845267256106 0.001912587034665516 0.0017685166789325724 0.001796442615233167 0.00081293004222971344 0.00022279095052473089 0.0021805207085032136 0.0020148790408808038 0.001356550334044766 0.0023722535511326143 0.0019455077144894433 0.0022696957812207404 0.0017251571658117775 0.0020927206340255627 0.001379723463324684 0.0021373854747323328
leaf_weight=83 55 66 61 96 55 103 72 84 63 94 78 55 54 74 56 217 75 52 66 143 922 72 83 75 68
leaf_count=83 55 66 61 96 55 103 72 84 63 94 78 55 54 74 56 217 75 52 66 143 922 72 83 75 68
internal_value=0 0.00114543 0.00139615 0.00213886 0.00210786 0.00177041 0.00161581 0.00155715 0.000747968 0.00137026 0.00217265 0.00177515 0.00220658 0.000593973 0.000447685 0.00222791 0.00226691 0.00156864 0.0021315 0.00208727 0.00225056 0.00192113 0.0019762 0.00126159 0.00201753
internal_weight=0 641 393 2281 2185 352 269 332 248 166 1833 191 1615 185 111 1478 1052 107 426 360 997 218 137 141 146
internal_count=2922 641 393 2281 2185 352 269 332 248 166 1833 191 1615 185 111 1478 1052 107 426 360 997 218 137 141 146
is_linear=0
shrinkage=0.0032998


Tree=5056
num_leaves=31
num_cat=0
split_feature=12 2 2 2 150 12 12 16 2 41 15 52 12 2 16 15 157 10 16 15 2 42 42 52 403 48 16 2 2 49
split_gain=27.557 9.14474 6.17042 6.22398 3.07148 2.27532 2.24284 1.99437 1.52354 1.28595 1.25735 1.1326 1.0368 0.747991 0.729278 0.679279 0.634183 0.513004 0.418031 0.332471 0.481112 0.317182 0.294618 0.269878 0.265051 0.262379 0.233922 0.229144 0.200532 0.16348
threshold=0.056995000000000011 0.13501500000000002 0.11523000000000001 0.072175000000000017 0.087235000000000021 -1.0000000180025095e-35 0.093455000000000024 -0.39761999999999992 0.14808000000000002 0.075585000000000013 -0.0039399999999999991 0.042815000000000006 -0.067899999999999988 0.10100500000000003 -0.061024999999999989 -0.025879999999999997 -0.079269999999999993 -1.0000000180025095e-35 0.22339500000000004 0.09295500000000001 0.087750000000000009 -0.082429999999999989 0.08400500000000001 0.111725 -0.10220499999999998 1.0000000180025095e-35 -1.0000000180025095e-35 0.088475000000000012 0.08784500000000002 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 2 2 2 2 2 2
left_child=2 6 3 12 5 13 9 -8 11 16 -7 14 17 -5 -4 25 22 -1 21 20 24 -17 -2 -22 -18 29 -23 -21 -24 -9
right_child=1 -3 8 4 -6 10 7 15 -10 -11 -12 -13 -14 -15 -16 18 19 -19 -20 27 23 26 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013417080110321386 0.0031593536189081475 0.0015188552717112205 0.0013308076955466082 0.002496978769948522 0.0017595563712066358 0.0025123944535607227 0.0019606361807056301 0.0023159793240706788 0.0011973347615234862 0.0032246302342789977 0.0030866309188250581 0.0021435252481614665 0.0020767559473757846 0.0019618703021975748 0.0018535037345160312 0.0029053387754066919 0.0026783698276139278 0.0017494809397855581 0.0029578762670944259 0.0024283083019253373 0.0026270772143426016 0.0026766471113247171 0.0027406990887808348 0.0028943939946273691 0.0028577470763232692 0.0026591807894762692 0.0024346024454713552 0.002736151032525867 0.0030265615875098646 0.0025250462966418421
leaf_weight=69 62 70 68 57 60 77 53 85 87 78 93 52 57 59 52 53 116 68 69 57 276 188 65 52 553 81 62 56 53 94
leaf_count=69 62 70 68 57 60 77 53 85 87 78 93 52 57 59 52 53 116 68 69 57 276 188 65 52 553 81 62 56 53 94
internal_value=0 0.00269284 0.00197369 0.00217468 0.00244018 0.00258285 0.00273285 0.0025781 0.0015545 0.00281032 0.00282674 0.00173495 0.00170097 0.00222512 0.0015576 0.00262982 0.00278524 0.00154436 0.00272134 0.00275533 0.00277504 0.00266735 0.00296946 0.00266956 0.0028267 0.00249876 0.00261676 0.00258118 0.00286939 0.00242597
internal_weight=0 2123 799 540 346 286 2053 685 259 1368 170 172 194 116 120 632 1290 137 372 1110 997 303 180 328 669 260 250 113 118 179
internal_count=2922 2123 799 540 346 286 2053 685 259 1368 170 172 194 116 120 632 1290 137 372 1110 997 303 180 328 669 260 250 113 118 179
is_linear=0
shrinkage=0.0032998


Tree=5057
num_leaves=21
num_cat=0
split_feature=14 3 484 471 4 4 1429 484 0 12 4 403 130 0 40 0 124 3 14 3
split_gain=0.631489 0.488685 0.620363 0.41994 0.401669 0.724894 0.34563 0.26754 0.424421 0.472208 0.254818 0.233101 0.229346 0.201043 0.291936 0.263952 0.294432 0.227373 0.156041 0.0570835
threshold=0.073890000000000011 -0.049204999999999992 -0.066744999999999985 0.088545000000000013 -0.22295999999999996 -0.029079999999999998 0.084895000000000012 0.067220000000000016 -0.085674999999999987 0.087170000000000011 0.40052000000000004 -0.53447999999999996 -0.073954999999999979 -0.068669999999999995 -0.041654999999999991 -0.11991499999999998 -0.076164999999999983 0.10166000000000001 0.085045000000000009 0.10021000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 19 -6 7 10 -9 -10 11 -1 -13 15 -15 17 -17 -7 -2 -4
right_child=18 2 4 -5 5 13 -8 8 9 -11 -12 12 -14 14 -16 16 -18 -19 -20 -21
leaf_value=-0.0010167300003857437 0.026587615616751541 -0.013183094221923387 0.010208388143033169 -0.0043905676591094265 -0.014929266036983456 -0.0021122971410376338 0.018435400670168942 0.024968397920008566 -0.0025605001452047348 0.019081516057726788 -0.0023438874038418248 0.017185557729957734 0.0079095030118965966 0.0061711219511051303 -0.010741453773369257 0.0031034034243803948 0.01734496126272175 0.007829725757737124 0.013789834346514053 0.018141244977933627
leaf_weight=78 52 60 53 72 58 123 98 67 58 56 71 80 1458 65 52 69 103 138 58 53
leaf_count=78 52 60 53 72 58 123 98 67 58 56 71 80 1458 65 52 69 103 138 58 53
internal_value=0 0.00684845 0.00324466 0.00821622 0.00462766 0.00295728 0.00867883 0.00816602 0.0143256 0.00805491 0.00750408 0.00793787 0.00839317 0.00484676 -0.00133022 0.00651998 0.0116422 0.00313752 0.019856 0.0141918
internal_weight=0 2812 774 2038 714 608 1966 1868 181 114 1687 1616 1538 550 117 433 172 261 110 106
internal_count=2922 2812 774 2038 714 608 1966 1868 181 114 1687 1616 1538 550 117 433 172 261 110 106
is_linear=0
shrinkage=0.16829


Tree=5058
num_leaves=13
num_cat=0
split_feature=3 0 12 10 15 16 4 1427 455 4 16 481
split_gain=0.346714 0.505639 0.42015 0.374701 0.333838 0.302496 0.262466 0.261312 0.277945 0.231446 0.355464 0.196271
threshold=-0.14884499999999998 0.10446500000000002 -0.22686499999999998 -0.00189 -0.0025249999999999995 0.23599500000000004 0.00023500000000000005 0.087620000000000017 0.079195000000000015 0.0033150000000000007 -0.35377499999999995 -0.084514999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 -1 -6 -4 8 9 11 -11 -5
right_child=1 -3 3 7 5 -7 -8 -9 -10 10 -12 -13
leaf_value=0.0038776375544184089 0.020374933697496003 -0.0077983918172810649 0.0037962908080225529 -0.00035955926744338527 0.023692368359032365 0.0089879377487050403 -0.011966313741531382 -0.0050617860013374523 0.017398342943855886 0.0085062322535225214 0.00042489910593387589 0.0075832402896310056
leaf_weight=90 56 78 64 93 84 76 56 58 63 244 420 1540
leaf_count=90 56 78 64 93 84 76 56 58 63 244 420 1540
internal_value=0 0.00554214 0.00594398 0.00562486 0.0121033 0.016719 -0.00354462 0.00608066 0.00635526 0.0060516 0.00339725 0.00712979
internal_weight=0 2672 2594 2538 250 160 120 2418 2360 2297 664 1633
internal_count=2922 2672 2594 2538 250 160 120 2418 2360 2297 664 1633
is_linear=0
shrinkage=0.16829


Tree=5059
num_leaves=32
num_cat=0
split_feature=4 3 2 3 124 41 52 4 2 156 3 4 3 4 42 2 42 3 11 2 42 133 160 4 4 42 4 42 3 130 160
split_gain=18.6287 7.26367 2.85771 1.71115 1.55323 1.41964 1.01026 1.18748 0.925454 0.785968 0.752676 0.775667 0.694229 0.588678 0.577355 0.368882 0.492473 0.336311 0.854356 0.328608 0.31913 0.301906 0.198618 0.184042 0.340183 0.180788 0.131792 0.128184 0.112218 0.0935522 0.0144741
threshold=0.27258000000000004 -0.065674999999999983 0.14290000000000003 0.18595000000000003 -1.0000000180025095e-35 0.075585000000000013 0.042815000000000006 0.41248000000000007 -0.007134999999999999 0.091385000000000008 0.092005000000000017 -0.00076499999999999995 0.13470000000000001 0.032770000000000001 0.093705000000000024 0.08895500000000002 0.086435000000000012 -0.099169999999999994 0.082770000000000024 0.092645000000000019 -0.023209999999999998 0.041800000000000011 0.066880000000000009 -0.013125 -0.052619999999999993 0.08179500000000002 -0.06773499999999999 0.097585000000000019 0.0012800000000000001 -0.0062849999999999989 -0.034419999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 7 -2 -3 10 11 -6 14 15 28 16 20 18 -17 26 29 -22 25 24 -18 -15 -19 -21 -9 -1 -27
right_child=6 2 -4 -5 9 -7 -8 12 -10 -11 -12 -13 -14 22 -16 17 23 19 -20 27 21 -23 -24 -25 -26 30 -28 -29 -30 -31 -32
leaf_value=0.0015368557154696485 -5.502001319350255e-05 0.00050309128812507902 0.00039568864910454008 0.00052682347734049899 0.001078444426696699 0.0018182897158533346 0.00081515393622026385 0.00086160772125673903 0.0010510556102823431 0.0015818286693865451 0.00093793845696704898 0.0014618495049638412 0.00017337032439506322 0.0010234262991802878 0.00032887404439298381 0.00097674358640639195 0.0013849357371290014 0.0011779344673405691 0.0014628209374265727 0.0015294771957537884 0.0016616437634203176 0.001472303390070164 0.0014021090864622897 0.0015147657360452809 0.0011284962096492317 0.0013019684537408291 0.0013662312778147875 0.001335101156433788 0.00064121445325202974 0.0013790364499823187 0.0012060200565074241
leaf_weight=59 52 53 73 54 107 90 80 53 93 66 96 127 53 59 53 81 263 72 78 168 199 181 58 74 74 55 107 52 52 188 52
leaf_count=59 52 53 73 54 107 90 80 53 93 66 96 127 53 59 53 81 263 72 78 168 199 181 58 74 74 55 107 52 52 188 52
internal_value=0 0.00130877 0.00101268 0.00108819 0.00114406 0.00141246 0.000490042 0.000391014 0.000852378 0.00125151 0.00118534 0.00128668 0.000501104 0.00139237 0.000610817 0.00141475 0.00145196 0.00134546 0.00121542 0.0013972 0.00151067 0.00157155 0.00123273 0.00136231 0.00132873 0.00117334 0.00129069 0.00148369 0.000752796 0.00141688 0.00125567
internal_weight=0 2579 669 596 542 1910 343 263 146 396 330 234 211 1820 158 1596 1038 558 159 399 627 380 224 411 337 166 179 220 105 247 107
internal_count=2922 2579 669 596 542 1910 343 263 146 396 330 234 211 1820 158 1596 1038 558 159 399 627 380 224 411 337 166 179 220 105 247 107
is_linear=0
shrinkage=0.0032998


Tree=5060
num_leaves=18
num_cat=0
split_feature=4 15 481 1453 2 1429 2 40 394 1446 4 12 4 50 12 156 39
split_gain=0.369432 0.680334 0.270078 0.339281 0.227737 0.304744 0.26638 0.266146 0.226682 0.213954 0.211861 0.21002 0.151072 0.13587 0.217099 0.154274 0.11202
threshold=0.41377500000000006 -0.38214499999999996 0.063455000000000011 -0.067664999999999989 0.090485000000000024 0.084770000000000012 -0.0098549999999999974 -0.037459999999999993 -0.0060099999999999989 0.087820000000000023 -1.0000000180025095e-35 0.083815000000000014 0.51395000000000002 0.086135000000000017 0.091895000000000018 0.11362000000000001 0.089155000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 -1 5 6 10 16 -9 11 -5 -8 -2 15 -15 -10 -6
right_child=1 -3 -4 4 7 -7 9 8 13 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.0043368931165541002 0.0085592064963480735 -0.015888257289885115 0.017046005237158303 -0.0064237665614822999 0.0014006874636109988 -0.0030487925526052322 0.012887694385225364 -0.0059365417815418261 0.0038765758271570154 0.017174744888764883 0.0077676807776646027 0.0068831054757742972 -0.00090111427967227617 0.018143001751008352 0.0034719952302931425 0.012082586982770861 -0.0089081093270330369
leaf_weight=97 100 65 58 65 61 79 197 52 683 74 55 1045 91 58 57 72 58
leaf_count=97 100 65 58 65 61 79 197 52 683 74 55 1045 91 58 57 72 58
internal_value=0 -0.00101101 0.00567118 0.00542183 0.00579287 0.00711107 0.00767126 0.00387273 0.00484028 0.00836341 6.56753e-05 0.00783697 0.00404253 0.00548648 0.0108869 0.00466152 -0.00360867
internal_weight=0 256 2711 2653 2556 1515 1436 1041 922 1316 120 1242 191 870 115 755 119
internal_count=2967 256 2711 2653 2556 1515 1436 1041 922 1316 120 1242 191 870 115 755 119
is_linear=0
shrinkage=0.16829


Tree=5061
num_leaves=15
num_cat=0
split_feature=15 40 41 15 1443 43 15 49 1453 14 474 2 132 42
split_gain=0.315996 0.30219 0.323507 0.4407 0.260882 0.248704 0.290346 0.41561 0.321957 0.306229 0.180298 0.119208 0.152283 0.0735919
threshold=0.13592500000000005 0.053385000000000009 0.079395000000000007 -0.050004999999999994 0.059665000000000003 -0.12788999999999998 -0.091934999999999989 -0.019034999999999996 -0.067664999999999989 -0.23083499999999998 0.084710000000000021 0.080495000000000011 0.079320000000000015 -0.091604999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 11 7 -7 -8 -9 -10 -1 13 -13
right_child=-2 -3 3 -5 -6 6 8 9 10 -11 -12 12 -14 -15
leaf_value=0.017259909188266413 -0.005408882800003071 -0.006054363108448862 0.0060508796318753848 -0.015166129806811913 0.015425098819262805 -0.010627568671663758 -0.007241889356170329 0.011629609912573592 0.0064770578970455373 0.00076269557633253169 0.0014443632561417247 0.0095379446918838224 0.015869502879262205 0.0016189882704242627
leaf_weight=52 93 74 58 53 69 75 55 91 1543 383 233 60 52 76
leaf_count=52 93 74 58 53 69 75 55 91 1543 383 233 60 52 76
internal_value=0 0.00454981 0.00483071 -0.00406358 0.00519852 0.00492851 0.0044065 0.0010079 0.00542454 0.00285275 0.00581781 0.0100977 0.00810706 0.00512586
internal_weight=0 2874 2800 111 2689 2620 2380 549 1831 474 1776 240 188 136
internal_count=2967 2874 2800 111 2689 2620 2380 549 1831 474 1776 240 188 136
is_linear=0
shrinkage=0.16829


Tree=5062
num_leaves=27
num_cat=0
split_feature=12 12 9 132 13 12 123 0 0 150 0 13 0 12 480 0 13 12 51 483 13 0 13 13 0 12
split_gain=9.26516 2.64136 2.11631 1.77866 1.4316 1.15982 0.903341 1.08318 1.05629 0.679702 0.630296 0.486119 0.343008 0.329595 0.364411 0.459908 0.281135 0.207105 0.323031 0.212172 0.177403 0.176091 0.225301 0.163615 0.0948426 0.0704775
threshold=0.078120000000000009 0.14472000000000004 -1.0000000180025095e-35 0.091275000000000009 -0.24426999999999996 0.098595000000000016 1.0000000180025095e-35 -0.099704999999999974 -0.15445999999999996 1.0000000180025095e-35 -0.028049999999999995 -0.068484999999999976 -0.084699999999999984 0.082425000000000012 0.084085000000000007 -0.086414999999999978 0.00029500000000000007 0.093670000000000017 -0.10925999999999998 -0.14014999999999997 0.16218500000000005 -0.072924999999999976 -0.052124999999999998 -0.049464999999999988 -0.079684999999999992 0.10621000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 -4 13 7 8 9 -6 -9 -7 -8 -2 17 -16 23 18 -15 -20 25 24 -23 -13 -19 -18
right_child=1 -3 3 -5 6 11 12 10 -10 -11 -12 16 -14 14 15 -17 20 21 19 -21 -22 22 -24 -25 -26 -27
leaf_value=0.00015522077181684188 0.0013689472903589198 0.00036048812690960713 0.00035707579404111757 0.00012405753579098215 0.0010466399593617064 0.00066537318490054716 0.00075975679949903381 0.0012538136130554899 0.00037939536736869355 0.0005979596810992393 0.00087460425391818841 0.00095188512705519045 0.00044814670533880078 0.0013463924753745675 0.0010789449160633214 0.0014693981727097853 0.00091571388043650286 0.00096541129851650763 0.0012945808813501485 0.0010811252844138749 0.0010448304697239297 0.00075692402562672954 0.0010528933251638885 0.0011995719478307618 0.0011320155110784735 0.00076642072478179521
leaf_weight=89 52 59 91 55 97 73 71 97 67 60 96 54 86 58 70 64 64 63 55 1105 60 59 56 69 109 88
leaf_count=89 52 59 91 55 97 73 71 97 67 60 96 54 86 58 70 64 64 63 55 1105 60 59 56 69 109 88
internal_value=0 0.00104997 0.000635767 0.000695119 0.000742296 0.00106933 0.000803306 0.000883799 0.000727195 0.000875394 0.00106537 0.000910934 0.00058929 0.00110753 0.00109922 0.00126569 0.00096434 0.00108437 0.00110345 0.00109128 0.000890618 0.00100326 0.000901355 0.00109112 0.0010712 0.000829513
internal_weight=0 2158 809 720 665 2099 574 417 224 157 193 408 157 1691 1639 134 335 1505 1218 1160 212 287 115 123 172 152
internal_count=2967 2158 809 720 665 2099 574 417 224 157 193 408 157 1691 1639 134 335 1505 1218 1160 212 287 115 123 172 152
is_linear=0
shrinkage=0.0032998


Tree=5063
num_leaves=24
num_cat=0
split_feature=4 12 1 15 51 10 49 1 4 2 4 4 11 2 12 1 1208 1210 43 1456 4 2 13
split_gain=14.2521 4.21629 2.35798 2.26657 1.09068 1.04906 0.536797 0.636523 0.532124 0.914918 0.791899 0.493069 0.484266 0.65724 0.486577 0.435506 0.294325 0.329911 0.313629 0.251457 0.144609 0.19129 0.148801
threshold=0.31392000000000003 0.078120000000000009 0.10455000000000002 0.13592500000000005 -0.097124999999999989 -1.0000000180025095e-35 -0.058504999999999995 0.11319000000000001 -0.00076499999999999995 0.092250000000000013 -0.047714999999999987 0.42405000000000009 1.0000000180025095e-35 0.093670000000000017 0.090285000000000018 0.12122500000000001 0.10233500000000001 -0.065264999999999976 -0.07409499999999998 -0.088849999999999985 -0.025824999999999997 0.072175000000000017 -0.0027149999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 -1 -2 -4 -8 10 -10 -6 -7 14 -14 19 -13 17 -16 -19 -3 22 -22 -21
right_child=5 3 6 -5 8 11 7 -9 9 -11 -12 15 13 -15 16 -17 -18 18 -20 20 21 -23 -24
leaf_value=0.0014370326051942959 3.8564697177723286e-05 0.0011053586474649563 0.00086992259812117127 0.00060698558007477651 0.0010637728400973183 0.00032766859226061998 0.00023418732810380363 0.00070674779551980235 0.001412439148926137 0.00085787322586104557 0.00058081720281272882 0.00084201618194962313 0.0016637340576297888 0.001241307350729878 0.00093713745542363229 0.0004986247989669612 0.0014391893159619298 0.0012800172871553508 0.0011433463174041793 0.0013051868341162694 0.0015200107241247309 0.001332292594108321 0.0011397920279931219
leaf_weight=78 58 66 75 58 89 87 52 78 69 62 64 67 78 85 57 103 53 321 450 436 76 332 73
leaf_count=78 58 66 75 58 89 87 52 78 69 62 64 67 78 85 57 103 53 321 450 436 76 332 73
internal_value=0 0.00118267 0.00093012 0.00125133 0.0010904 0.000440073 0.000646921 0.000517995 0.000995071 0.00115024 0.000861982 0.000530549 0.00126975 0.00144367 0.00125452 0.000634169 0.00119772 0.00118222 0.00120029 0.00130539 0.00131975 0.00136735 0.00128154
internal_weight=0 2652 567 2085 362 315 205 130 284 131 153 257 2027 163 1864 170 881 828 771 983 917 408 509
internal_count=2967 2652 567 2085 362 315 205 130 284 131 153 257 2027 163 1864 170 881 828 771 983 917 408 509
is_linear=0
shrinkage=0.0032998


Tree=5064
num_leaves=29
num_cat=0
split_feature=1 1 12 1 0 10 2 0 39 13 1429 12 51 1456 15 159 15 151 12 0 12 0 1 12 12 12 15 133
split_gain=18.4308 2.42448 2.28678 1.47208 1.60624 1.35246 1.09855 1.6733 0.98035 0.710232 0.572653 0.501403 0.411341 0.384637 0.348706 0.29665 0.301007 0.289358 0.287106 0.267494 0.173853 0.170739 0.449586 0.156965 0.15532 0.136181 0.113384 0.0590359
threshold=0.10442000000000001 0.12448500000000001 0.086385000000000003 0.089245000000000005 -0.10071499999999999 -0.063134999999999983 0.10121500000000001 -0.032274999999999991 0.098100000000000007 -0.13871999999999998 0.084710000000000021 0.095775000000000013 -0.047309999999999998 -0.076309999999999989 -0.031624999999999993 0.081780000000000005 -0.040769999999999994 -0.083274999999999988 0.10125500000000003 -0.094139999999999988 0.084395000000000012 -0.08176499999999999 0.09227500000000001 -1.0000000180025095e-35 0.10859000000000001 0.089085000000000011 0.096415000000000015 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 2 2
left_child=3 2 17 6 -5 -3 9 11 19 -1 13 25 -12 27 -6 16 -15 -2 -4 -7 -17 -16 -23 -19 -13 -8 -24 -11
right_child=1 5 18 4 14 8 7 -9 -10 10 12 24 -14 15 21 20 -18 23 -20 -21 -22 22 26 -25 -26 -27 -28 -29
leaf_value=0.0018785009378713576 0.0010140332372504013 0.00015134215928736512 0.0014275724883318771 0.00092973690897980399 0.0012401075226150253 0.00069360447887827417 0.0015030730714261143 0.00082146678452224087 0.00039748988108488328 0.0013077485399799209 0.0010986582452285662 0.0012239558411580233 0.0015120423513089415 0.0014529068663485141 0.0016377715665039933 0.0018634137480683548 0.0015858924812666142 0.000620961354110325 0.0011274109329178772 0.00098473428762028449 0.0016283629650939218 0.0011831192984140789 0.0015989368579728696 0.00082615176807292277 0.0014373048320105327 0.0017399220009149813 0.0014132642193302439 0.0014653537339715632
leaf_weight=71 54 56 102 97 102 56 59 56 68 68 54 81 53 252 55 55 798 76 55 94 108 61 91 93 76 55 68 53
leaf_count=71 54 56 102 97 102 56 59 56 68 68 54 81 53 252 55 55 798 76 55 94 108 61 91 93 76 55 68 53
internal_value=0 0.000846477 0.00101722 0.00147402 0.0013095 0.000609551 0.0015164 0.00134219 0.000727095 0.00155406 0.00153805 0.00144966 0.00130375 0.00155682 0.00140712 0.00157472 0.00155401 0.000802033 0.00132264 0.000876281 0.00170789 0.00146894 0.00142657 0.000734085 0.00132746 0.00161765 0.00151975 0.00137707
internal_weight=0 654 380 2313 474 274 1839 327 218 1512 1441 271 107 1334 377 1213 1050 223 157 150 163 275 220 169 157 114 159 121
internal_count=2967 654 380 2313 474 274 1839 327 218 1512 1441 271 107 1334 377 1213 1050 223 157 150 163 275 220 169 157 114 159 121
is_linear=0
shrinkage=0.0032998


Tree=5065
num_leaves=31
num_cat=0
split_feature=1 3 2 4 4 3 47 3 3 0 160 13 52 4 43 3 41 43 52 43 3 15 474 0 43 13 1447 3 13 474
split_gain=17.8472 2.85381 1.86144 1.78516 1.41779 1.18696 0.882509 0.768224 0.957819 0.63643 0.991718 0.622204 0.611254 0.58212 0.581311 0.604927 0.473831 0.464363 0.476256 0.410537 0.41025 1.11261 0.344911 0.325889 0.267479 0.259032 0.254492 0.220486 0.17861 0.158688
threshold=0.10557500000000002 -0.070724999999999996 0.25063000000000007 0.27258000000000004 0.41939500000000002 -0.073984999999999981 0.10070000000000003 0.076825000000000018 0.14029000000000003 -0.076589999999999978 -0.06146999999999999 -0.011514999999999999 -0.072144999999999987 -0.49269499999999994 -0.048179999999999994 0.10402500000000002 1.0000000180025095e-35 -0.086179999999999993 0.084425000000000014 -0.041049999999999996 -0.012504999999999997 -1.0000000180025095e-35 0.085475000000000009 -0.22745499999999999 0.058975000000000007 -0.095574999999999979 -0.085709999999999995 -0.079724999999999976 -0.0072149999999999992 0.09091500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 6 5 12 9 7 11 -9 16 -11 -3 -2 -12 17 20 22 -7 -19 28 24 23 25 -22 -16 -1 -27 -21 -15 -24
right_child=1 2 -4 -5 -6 14 -8 8 -10 10 13 -13 -14 19 15 -17 -18 18 -20 27 21 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0012117946683724015 0.0014619932130447791 0.00057713677656730971 1.2157007205744008e-05 0.00075317214761517711 0.00060605759071951889 0.0013509911423450348 0.00095924279257773599 0.0011078917033446993 0.00055713387158115135 0.00087182505648961313 0.0016755198404975117 0.00014160056914714115 0.0010268488477045805 0.0015507697380413835 0.001059313907219501 0.00098762362298692634 0.0017000518739127906 0.00079868874595794589 0.0011821812011589892 0.0010165637094489077 0.0010603248299302509 0.0017658747843256324 0.0016885871192141291 0.0014184254813358135 0.0013531260821166744 0.0016348292198336096 0.001406036993861326 0.0013024370972797156 0.0012978543924971808 0.0014490444975126296
leaf_weight=73 67 94 55 54 55 53 85 52 103 55 52 58 76 62 62 56 73 73 70 65 53 78 75 61 79 58 1009 57 66 56
leaf_count=73 67 94 55 54 55 53 85 52 103 55 52 58 76 62 62 56 73 73 70 65 53 78 75 61 79 58 1009 57 66 56
internal_value=0 0.000727554 0.000581296 0.00134764 0.00105756 0.00136167 0.00066106 0.000578386 0.000742132 0.00140591 0.00128116 0.000411177 0.00123097 0.00135559 0.00123296 0.00130724 0.00143902 0.00108536 0.000986659 0.00128891 0.00136089 0.00146109 0.001424 0.00125225 0.00122418 0.0014053 0.00141851 0.00115042 0.00142064 0.00158646
internal_weight=0 645 447 2340 198 2286 392 307 155 1701 357 152 143 302 585 389 1344 196 143 250 333 192 1271 114 141 1140 1067 122 128 131
internal_count=2985 645 447 2340 198 2286 392 307 155 1701 357 152 143 302 585 389 1344 196 143 250 333 192 1271 114 141 1140 1067 122 128 131
is_linear=0
shrinkage=0.0032998


Tree=5066
num_leaves=13
num_cat=0
split_feature=9 157 157 49 474 158 13 3 51 52 51 49
split_gain=0.440472 0.217936 0.411989 0.238858 0.226082 0.309087 0.219255 0.284862 0.796428 0.229389 0.148501 0.0972043
threshold=-1.0000000180025095e-35 -0.082454999999999987 -0.07797999999999998 -0.0069299999999999995 0.10921000000000002 -0.14117999999999997 0.26746000000000009 -0.15327499999999997 -0.025879999999999997 0.12432000000000001 0.080080000000000026 0.083250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -4 7 8 -7 -9 11 -5
right_child=1 2 4 10 -6 6 -8 9 -10 -11 -12 -13
leaf_value=-0.004148348956893368 0.019548682663682794 -0.0058587069620005088 -0.0028130227033829483 0.0067754229011018916 0.017530184164085704 0.016613447774926321 0.017224676799613481 0.0069299497917282458 -0.0083847142529229843 0.012246058659516716 0.00091841402379036377 0.016812764099699246
leaf_weight=98 82 70 88 55 59 55 62 1941 105 262 52 56
leaf_count=98 82 70 88 55 59 55 62 1941 105 262 52 56
internal_value=0 0.00731254 0.00686571 0.0121237 0.00721271 0.00696977 0.00732551 0.00706502 0.000197176 0.007563 0.00837739 0.0118555
internal_weight=0 2887 2642 245 2572 2513 2425 2363 160 2203 163 111
internal_count=2985 2887 2642 245 2572 2513 2425 2363 160 2203 163 111
is_linear=0
shrinkage=0.16829


Tree=5067
num_leaves=21
num_cat=0
split_feature=1 48 11 1 1 3 42 16 16 131 16 3 1 16 4 0 52 1 16 0
split_gain=0.317261 0.365586 0.238652 0.249383 0.493971 0.24149 0.403843 0.26766 0.342947 0.230133 0.35613 0.429472 0.281351 0.214979 0.313737 0.212092 0.152015 0.14744 0.123244 0.0374037
threshold=0.11561500000000001 0.13512500000000002 0.091445000000000012 0.11181500000000001 0.10575500000000002 -0.13117499999999996 0.083120000000000013 -0.029134999999999998 -0.044939999999999987 0.088865000000000013 -0.11082499999999999 -0.00083499999999999991 0.13558500000000004 0.16703000000000004 -0.0062699999999999987 -0.068189999999999987 -0.45635499999999996 0.083250000000000005 -0.0096749999999999978 -0.064179999999999973
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 6 17 8 15 10 12 -12 -2 14 -9 -7 -15 -1 -6 -11
right_child=1 -3 -4 -5 18 7 -8 13 -10 19 11 -13 -14 16 -16 -17 -18 -19 -20 -21
leaf_value=0.011382058843520169 -0.0037503731786192444 0.014780577621203099 0.017466477418369659 0.016158286526758082 0.00050887904714198243 0.0054147740897783027 -0.010685628998006076 0.0087250000426143479 -0.0067135558402856062 0.0031247992200834239 0.0013599079915472142 -0.01867869681157663 0.010949232888521706 0.0093813169377350829 0.017362499381793149 0.014631305388248753 0.0014126671692562241 -0.00049017439997883457 -0.010187167988819398 0.0094550811402074227
leaf_weight=68 85 52 55 70 65 1072 60 483 63 54 55 67 65 130 159 76 143 52 57 54
leaf_count=68 85 52 55 70 65 1072 60 483 63 54 55 67 65 130 159 76 143 52 57 54
internal_value=0 0.00154569 0.00648278 0.00624023 0.00595355 0.00650598 0.000576445 0.00700717 0.00536223 -0.000260674 -0.00287486 -0.00963017 0.00260748 0.00918228 0.010867 0.00602649 0.00521384 0.00622245 -0.00447373 0.00630658
internal_weight=0 432 2553 2498 2428 2306 180 2126 1211 380 272 122 150 915 642 1148 273 120 122 108
internal_count=2985 432 2553 2498 2428 2306 180 2126 1211 380 272 122 150 915 642 1148 273 120 122 108
is_linear=0
shrinkage=0.16829


Tree=5068
num_leaves=26
num_cat=0
split_feature=2 15 2 3 2 15 15 3 0 0 0 41 15 0 0 2 0 0 0 2 3 13 133 13 15
split_gain=13.7365 5.56487 3.65466 2.3295 1.63131 1.08087 0.813172 1.35951 0.716066 0.562595 0.789243 0.732713 0.50635 0.420849 0.633911 0.405362 0.329141 0.672789 0.30164 0.299191 0.270656 0.370313 0.299704 0.116039 0.0983206
threshold=0.12026500000000001 -0.38214499999999996 0.16002500000000003 -0.073614999999999986 -0.007134999999999999 -0.13843999999999998 0.025430000000000005 -0.051469999999999995 -0.10462499999999998 -0.064994999999999983 0.10446500000000002 0.082560000000000008 -0.088819999999999982 -0.090729999999999991 0.044695000000000006 0.096540000000000015 -0.096849999999999978 -0.14259999999999998 -0.073254999999999987 0.090020000000000017 -0.086064999999999989 -0.085234999999999991 0.08759500000000002 -0.013049999999999997 -0.43091499999999999
decision_type=2 2 2 2 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 5 9 -5 24 8 -8 12 11 -11 16 15 -10 -15 -6 17 -3 -7 -19 21 -18 -22 -1 -2
right_child=2 3 -4 4 6 18 7 -9 13 10 -12 -13 -14 14 -16 -17 20 19 -20 -21 22 -23 -24 -25 -26
leaf_value=0.00080989501262210631 0.00098267222239672731 0.0019056154098736242 0.00036090689583458303 0.0010435930248791714 0.0016322144501447599 0.0011153120751486092 0.0015144680031903522 0.00213173837486413 0.0018092937131245128 0.0013403737448909017 0.0017650865832410066 0.0021193138277501274 0.0011009520451987962 0.0013836821301335836 0.0018047516820864618 0.0012690806396469599 0.0020271183775299011 0.0016063592698865039 0.0014347860799221921 0.0012925624568316176 0.0017562132628789449 0.0017712784718128579 0.0016240024174220512 0.0010273719544081756 0.00077591710047772758
leaf_weight=61 52 57 92 77 69 52 101 64 75 97 96 55 68 129 57 68 74 83 91 58 556 450 297 52 54
leaf_count=61 52 57 92 77 69 52 101 64 75 97 96 55 68 129 57 68 74 83 91 58 556 450 297 52 54
internal_value=0 0.00162743 0.000923474 0.00165944 0.00149842 0.00113119 0.00155386 0.00175411 0.00148288 0.00172196 0.00155181 0.00174208 0.00133588 0.00159821 0.00151291 0.00145223 0.00172888 0.00160094 0.00131886 0.00147753 0.00174726 0.00180748 0.00171022 0.000910285 0.000877677
internal_weight=0 2644 341 2531 708 249 631 165 466 1823 193 1630 205 261 186 137 1575 198 143 141 1377 524 853 113 106
internal_count=2985 2644 341 2531 708 249 631 165 466 1823 193 1630 205 261 186 137 1575 198 143 141 1377 524 853 113 106
is_linear=0
shrinkage=0.0032998


Tree=5069
num_leaves=23
num_cat=0
split_feature=4 2 3 2 4 3 3 0 2 15 15 3 0 4 0 0 43 4 2 2 12 13
split_gain=19.9609 9.04899 4.10785 2.2601 1.40564 1.87916 1.19037 1.09795 0.957328 0.781268 0.990196 0.669078 0.663685 0.566364 0.412004 0.331905 0.724856 1.1205 0.565799 0.201129 0.15014 0.116277
threshold=0.31392000000000003 0.13226500000000005 -0.073614999999999986 -0.007134999999999999 -0.16523499999999997 0.11269500000000002 0.13772500000000001 -0.105195 0.15305000000000002 0.062230000000000008 -0.052984999999999997 -0.062694999999999987 -0.14259999999999998 0.024470000000000002 -0.037444999999999992 -0.076589999999999978 -0.084059999999999982 -0.49269499999999994 0.094485000000000013 0.084095000000000017 0.088795000000000013 -0.073724999999999985
decision_type=2 2 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 -2 -3 10 -6 -11 -1 15 -9 18 -17 -18 19 -14 -15 -22
right_child=6 8 3 4 5 -7 -8 14 -10 11 -12 -13 13 20 -16 16 17 -19 -20 -21 21 -23
leaf_value=0.0019700211695344058 0.0010594602192095903 0.00095129589768166284 0.00081176402648003624 0.0018131054575578802 0.0014333153772659803 0.00082434654371202191 0.00028791218399349571 0.00047245464153978346 0.00038907953720887154 0.0014701284126064421 0.00097025933320968945 0.0019421159401280107 0.0017799714615915794 0.0016376971676508761 0.00080834739910220675 0.0013241550528384938 0.0021005083779908115 0.0015622548797600264 0.0013623020761847353 0.0016833076683890177 0.0013137352135110174 0.0015106365076406755
leaf_weight=75 95 74 72 90 279 62 69 96 60 92 62 52 365 52 69 90 53 215 53 767 63 80
leaf_count=75 95 74 72 90 279 62 69 96 60 92 62 52 365 52 69 90 53 215 53 767 63 80
internal_value=0 0.00153588 0.00158029 0.00136705 0.00142976 0.00136662 0.000674018 0.000776349 0.00069982 0.00143587 0.00134923 0.00164081 0.00166366 0.00165042 0.000613132 0.00167178 0.00158228 0.00166883 0.00169878 0.00171451 0.00148127 0.00142414
internal_weight=0 2656 2522 709 637 547 329 260 134 485 341 144 1813 1738 165 1543 358 268 1185 1132 195 143
internal_count=2985 2656 2522 709 637 547 329 260 134 485 341 144 1813 1738 165 1543 358 268 1185 1132 195 143
is_linear=0
shrinkage=0.0032998


Tree=5070
num_leaves=19
num_cat=0
split_feature=4 2 39 13 2 4 2 14 0 4 4 0 42 0 2 2 4 2
split_gain=16.6806 5.49924 2.67734 1.38227 1.16944 1.05237 0.974125 0.966109 0.951146 1.83312 0.770967 0.525034 0.454028 0.43243 0.42174 0.249237 0.214512 0.187154
threshold=0.31392000000000003 0.12068000000000001 0.08252000000000001 -0.16392499999999996 0.15205000000000002 0.056815000000000011 0.14253500000000002 0.073890000000000011 -0.10934999999999999 -0.0023699999999999997 0.061835000000000008 1.0000000180025095e-35 0.086105000000000015 -0.066574999999999981 0.094985000000000014 0.10233000000000002 0.053925000000000008 0.123795
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 12 6 -3 8 9 -5 11 -10 15 14 -4 -2 -11 -17
right_child=4 5 13 7 -6 -7 -8 -9 10 16 -12 -13 -14 -15 -16 17 -18 -19
leaf_value=0.0011699401094217951 0.00077640916876258066 0.0011243297411793573 0.0015504371834868811 0.00090413152066146909 0.00030516292888841252 0.001337664577983957 0.00051790426166150303 0.0020050624862893297 0.0016917511974945702 0.0014380009282940432 0.0013791548061088477 0.0014857980306218696 0.00065315874995335423 0.00099878018343883151 0.001129896966629739 0.0011851947247054771 0.001705816807209294 0.00090292402713511538
leaf_weight=68 61 58 53 55 53 69 58 81 1659 53 103 150 89 67 53 53 96 53
leaf_count=68 61 58 53 55 53 69 58 81 1659 53 103 150 89 67 53 53 96 53
internal_value=0 0.00156317 0.00160481 0.00163508 0.000752353 0.00101416 0.000821421 0.00164946 0.00163583 0.00142044 0.00165879 0.00167469 0.000844797 0.00120836 0.0013405 0.000946717 0.00161079 0.00104439
internal_weight=0 2623 2438 2265 309 185 116 2197 2116 204 1912 1809 256 173 106 167 149 106
internal_count=2932 2623 2438 2265 309 185 116 2197 2116 204 1912 1809 256 173 106 167 149 106
is_linear=0
shrinkage=0.0032998


Tree=5071
num_leaves=25
num_cat=0
split_feature=4 1 12 15 4 14 4 49 3 1 4 52 1 4 13 0 0 43 43 15 43 15 42 15
split_gain=13.2003 4.0204 3.0883 1.67715 1.5181 1.36953 1.29422 1.7378 1.25703 0.88318 0.702405 0.661684 0.580784 0.507563 0.485339 0.462054 0.447481 0.40902 0.316298 0.31493 0.31376 0.302541 0.266835 0.175079
threshold=0.31392000000000003 0.095085000000000017 0.085845000000000019 -0.42443999999999993 -0.17006499999999999 0.064610000000000015 0.056815000000000011 -0.054684999999999991 -0.10859999999999999 0.13130500000000003 0.0060300000000000015 0.27203000000000005 0.11925000000000001 0.18572000000000002 -0.039559999999999991 -0.081024999999999986 0.056895000000000008 -0.12788999999999998 0.27168500000000007 0.083865000000000009 -0.079944999999999988 -0.063834999999999989 0.092175000000000021 -0.091934999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 9 -3 10 7 -6 -4 -2 11 16 -5 20 -13 -10 17 19 -19 -1 -12 23 -17 -22
right_child=3 2 8 12 6 -7 -8 -9 15 -11 13 14 -14 -15 -16 22 -18 18 -20 -21 21 -23 -24 -25
leaf_value=0.0015929821723036084 0.00085582410274511389 0.0011092972156597285 0.0014899995293561725 0.00036152175195541055 0.00067577127601894569 0.0015963476981252938 0.00092338101832690838 5.1446836576617491e-06 0.00071631342628007666 0.00036475697817661673 0.0007863080913651947 0.0011261365341860943 -5.25233507394957e-05 0.0012529418972169123 0.00074128656383917301 0.0012703386448231376 0.0009542717714844677 0.0012207609976389159 0.0009594353559055763 0.0012719226614727598 0.0010188327736125409 0.00083675524057014498 0.00097134815232861166 0.001271033585249937
leaf_weight=56 86 57 73 69 89 84 60 80 53 75 81 102 79 86 56 52 69 1203 54 88 74 59 93 54
leaf_count=56 86 57 73 69 89 84 60 80 53 75 81 102 79 86 56 52 69 1203 54 88 74 59 93 54
internal_value=0 0.0011154 0.000866359 0.000394138 0.000626901 0.00118253 0.000506675 0.000358523 0.00111894 0.000627285 0.00116497 0.00119408 0.000140273 0.00103103 0.000989957 0.00098196 0.00121599 0.00122886 0.00120956 0.00139702 0.000959682 0.00103459 0.00107882 0.00112551
internal_weight=0 2623 557 309 286 2066 229 169 271 161 1982 1628 148 354 158 198 1470 1401 1257 144 268 187 145 128
internal_count=2932 2623 557 309 286 2066 229 169 271 161 1982 1628 148 354 158 198 1470 1401 1257 144 268 187 145 128
is_linear=0
shrinkage=0.0032998


Tree=5072
num_leaves=17
num_cat=0
split_feature=123 9 484 1456 2 43 43 0 0 1446 1213 43 160 43 2 2
split_gain=0.543684 0.379878 0.295073 0.423396 0.292461 0.532476 0.322717 0.26859 0.232336 0.203578 0.223692 0.164866 0.233621 0.12208 0.118647 0.0644604
threshold=0.10832000000000001 0.09011000000000001 0.086950000000000013 -0.090374999999999997 0.097005000000000022 -0.15961499999999998 -0.12788999999999998 -0.085674999999999987 -0.081484999999999988 0.084535000000000013 -0.094174999999999995 0.11891500000000001 0.0065900000000000012 -0.26788499999999998 0.094485000000000013 0.085155000000000022
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 -4 -9 10 -8 12 -7 -5 -10 -11
right_child=-2 -3 7 4 5 11 9 8 14 15 -12 -13 -14 -15 -16 -17
leaf_value=-0.0047298166539138028 -0.0063180523130046372 -0.0027464684610320205 0.022805232905232828 0.013829374166950629 -0.0059573156556987743 0.0063215439422573318 0.017330410344328088 0.0023609362750083682 0.021937971813775485 0.021772105173734704 0.0095308896623837788 0.015496354235411377 0.014443738411100028 0.022441342970575498 0.010903766455714203 0.01365933286393114
leaf_weight=54 57 62 100 96 74 487 114 52 52 55 1290 97 127 94 61 60
leaf_count=54 57 62 100 96 74 487 114 52 52 55 1290 97 127 94 61 60
internal_value=0 0.0102607 0.010548 0.00999029 0.0103097 0.00761407 0.0115469 0.0159041 0.0117107 0.0107261 0.0101655 0.00902909 0.00800447 0.0180995 0.0159974 0.017555
internal_weight=0 2875 2813 2548 2494 785 1709 265 165 1519 1404 711 614 190 113 115
internal_count=2932 2875 2813 2548 2494 785 1709 265 165 1519 1404 711 614 190 113 115
is_linear=0
shrinkage=0.16829


Tree=5073
num_leaves=19
num_cat=0
split_feature=4 2 12 3 42 51 42 14 0 3 14 0 49 4 16 12 2 0
split_gain=20.5318 6.47155 3.36936 1.72321 1.48482 1.30641 1.03906 0.990989 0.840082 0.876769 0.816473 0.718268 1.41262 0.844713 0.494541 0.478653 0.3902 0.255089
threshold=0.31392000000000003 0.12068000000000001 -1.0000000180025095e-35 0.11995000000000001 -0.0047199999999999994 -0.038974999999999996 1.0000000180025095e-35 0.064610000000000015 -0.10298499999999998 0.12478500000000002 -0.44847999999999993 -0.13843999999999998 -1.0000000180025095e-35 0.020110000000000006 -0.44388499999999992 0.093245000000000008 0.14870000000000003 -0.10185499999999999
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 7 -1 -3 -6 11 9 -2 -10 12 -4 15 -12 -13 -7 -15
right_child=8 5 3 -5 6 16 -8 -9 10 -11 14 13 -14 17 -16 -17 -18 -19
leaf_value=0.0017127069638413371 0.0012302838814041868 0.0015193624122863073 0.00117288981402973 0.00118784555834616 0.00095694715545651331 0.0010736839634099915 0.0015392779207263612 0.0021490059478216517 0.0009783795666615054 0.00067833758322759891 0.00069263560660194244 0.0018606256454800783 0.0018828430919471328 0.001783375846176379 0.00026966047000424913 0.0017353570698103763 0.00070197696619222984 0.0015503627538072547
leaf_weight=85 76 57 60 52 95 74 52 85 57 54 66 1220 63 76 56 472 54 178
leaf_count=85 76 57 60 52 95 74 52 85 57 54 66 1220 63 76 56 472 54 178
internal_value=0 0.00169841 0.00174359 0.00178342 0.00136467 0.00110288 0.00116318 0.00179778 0.000798884 0.00100128 0.000651693 0.00178334 0.00153681 0.0017989 0.000498772 0.0018257 0.000917145 0.00162022
internal_weight=0 2623 2438 2206 232 185 147 2154 309 130 179 2069 123 1946 122 1692 128 254
internal_count=2932 2623 2438 2206 232 185 147 2154 309 130 179 2069 123 1946 122 1692 128 254
is_linear=0
shrinkage=0.0032998


Tree=5074
num_leaves=28
num_cat=0
split_feature=1 1 0 2 4 12 4 52 11 52 4 0 15 51 52 2 160 4 52 13 474 0 52 51 4 133 52
split_gain=13.9762 3.21994 2.76293 1.16347 1.58212 0.91203 0.84562 0.690181 1.14279 0.678938 0.654623 0.645935 0.629493 0.54918 0.514372 0.604804 0.368866 0.355006 0.31265 0.358351 0.308305 0.301316 0.29388 0.25267 0.237688 0.225092 0.171052
threshold=0.11690500000000002 0.095085000000000017 -0.13619499999999998 0.14808000000000002 0.40996000000000005 0.085465000000000013 0.043640000000000005 0.11628500000000001 1.0000000180025095e-35 -0.08403999999999999 0.020110000000000006 -0.11167499999999998 -0.43587999999999999 0.090735000000000024 -0.0094049999999999984 0.084195000000000006 -0.091504999999999989 -0.039279999999999995 -0.070104999999999987 -0.073984999999999981 0.088510000000000019 -0.094479999999999995 -0.09590499999999999 -0.064959999999999976 -0.049994999999999991 0.088660000000000003 0.0030150000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 10 4 23 9 7 8 14 -4 -3 -8 -6 24 15 17 -16 -1 -7 -20 -17 -18 -13 -2 25 -9 -24
right_child=3 2 5 -5 12 18 11 13 -10 -11 -12 22 -14 -15 16 20 21 -19 19 -21 -22 -23 26 -25 -26 -27 -28
leaf_value=0.0008489974750817529 0.001111294356887156 0.00039100522830640583 0.0012217457839778399 0.0002598853986789835 0.00061975775903121068 0.0014653024546760558 0.0013689843856834764 0.0010201025784620766 0.0017436236611581199 0.00071627867518250289 0.00083040141852530776 0.0012518189699737127 0.000170663356798933 0.00095153635292167485 0.0016528342084701916 0.0012800396200080754 0.0011422941654128179 0.0012189474389981156 0.0013895207048544318 0.0010386134246923343 0.0015132309849260445 0.0013929106044780703 0.00085765614378463929 0.00081836045660544558 0.0014267730806051646 0.0013241183848863879 0.00108837931283965
leaf_weight=53 52 66 53 97 81 84 95 52 82 65 85 52 59 81 57 384 58 63 61 69 76 739 82 89 74 58 65
leaf_count=53 52 66 53 97 81 84 95 52 82 65 85 52 59 81 57 384 58 63 61 69 76 739 82 89 74 58 65
internal_value=0 0.00125209 0.00100916 0.000572065 0.000679703 0.0011776 0.00130873 0.00133597 0.00136335 0.000943609 0.000638581 0.00114397 0.000430748 0.00117964 0.00134152 0.00126465 0.00139332 0.00105022 0.00130645 0.00120354 0.00131864 0.00137472 0.00103637 0.000926643 0.00127987 0.00118072 0.000959916
internal_weight=0 2554 483 378 281 332 2071 1777 1512 118 151 294 140 265 1430 576 854 116 214 130 460 797 199 141 184 110 147
internal_count=2932 2554 483 378 281 332 2071 1777 1512 118 151 294 140 265 1430 576 854 116 214 130 460 797 199 141 184 110 147
is_linear=0
shrinkage=0.0032998


Tree=5075
num_leaves=22
num_cat=0
split_feature=1 1 1 13 151 133 1453 1 1 457 15 1427 51 47 457 43 15 43 1 43 133
split_gain=1.14763 0.397222 0.259113 0.249436 0.444231 0.264619 0.237949 0.225296 0.471141 0.206973 0.248183 0.229984 0.227222 0.215994 0.195255 0.251133 0.168286 0.151609 0.136324 0.0897314 0.0397709
threshold=0.12072500000000001 0.15099500000000002 0.13831000000000002 -0.08620499999999999 0.082375000000000018 0.083645000000000011 -0.077554999999999985 0.11179000000000001 0.090485000000000024 0.087195000000000009 1.0000000180025095e-35 0.083935000000000023 0.041320000000000003 0.086025000000000004 -0.08151499999999999 -0.082134999999999986 0.11401500000000002 -0.0083799999999999986 0.13074500000000003 0.00042000000000000007 -0.15323999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 5 6 7 -5 8 17 10 11 13 16 -8 -7 -16 -12 -1 -2 -19 -21
right_child=1 -3 -4 4 -6 14 9 -9 -10 -11 12 -13 -14 -15 15 -17 -18 19 -20 20 -22
leaf_value=0.0058517183186015407 0.0037614125370131059 -0.012225695559353678 0.010631912963138406 0.020362089717098908 -0.003756535591947544 0.0098962268464313011 0.0057323532134164225 0.021338928697061211 -0.0027883041121483793 0.017761608693242153 0.01182206705193572 0.018444575180821526 0.019782806992989607 0.012100382870759249 0.031102888355114367 0.016536748384801674 0.0048997990188258183 0.01940940115506689 -0.0054254822215133872 0.015666912342311975 0.009476480580878209
leaf_weight=70 94 61 83 63 67 54 747 53 70 89 585 53 87 190 53 94 121 80 89 53 72
leaf_count=70 94 61 83 63 67 54 747 53 70 89 585 53 87 190 53 94 121 80 89 53 72
internal_value=0 1.70936e-05 0.0028314 0.0106005 0.00969594 0.0136209 0.0101627 0.011096 0.00951721 0.00981846 0.00942096 0.00763868 0.0116437 0.00702555 0.0186114 0.0218007 0.0106382 0.0126561 -0.000696713 0.0149707 0.0121156
internal_weight=0 327 266 2601 2002 599 1935 398 345 1872 1783 990 793 937 201 147 706 275 183 205 125
internal_count=2928 327 266 2601 2002 599 1935 398 345 1872 1783 990 793 937 201 147 706 275 183 205 125
is_linear=0
shrinkage=0.16829


Tree=5076
num_leaves=11
num_cat=0
split_feature=2 1425 39 10 14 1429 3 403 4 15
split_gain=1.32166 0.360976 0.328423 0.301145 0.264842 0.190275 0.233759 0.424183 0.415917 0.140934
threshold=0.25063000000000007 0.08252000000000001 0.098100000000000007 -1.0000000180025095e-35 0.073890000000000011 -0.028114999999999998 -0.096099999999999977 -0.028039999999999999 -0.15764999999999998 -0.14803999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7 -8 -4
right_child=-2 -3 9 4 -6 6 8 -9 -10 -11
leaf_value=-0.00095758544765090804 -0.01823846325165758 0.020741997686095356 0.0058868555562203951 -0.00053529972292000677 0.017150990470123962 -0.0074456552995501918 0.020340162973447835 0.0075379587817612633 0.0088103991991887506 -0.0053829983837579073
leaf_weight=93 54 65 57 65 103 67 93 264 1997 70
leaf_count=93 54 65 57 65 103 67 93 264 1997 70
internal_value=0 0.0083259 0.00803795 0.00843395 0.008772 0.00842412 0.00866541 0.00449959 0.00932431 -0.000310729
internal_weight=0 2874 2809 2682 2589 2486 2421 331 2090 127
internal_count=2928 2874 2809 2682 2589 2486 2421 331 2090 127
is_linear=0
shrinkage=0.16829


Tree=5077
num_leaves=30
num_cat=0
split_feature=2 3 2 2 15 0 2 0 10 2 0 2 0 47 0 0 0 0 15 47 1447 2 13 484 13 42 0 3 13
split_gain=13.7466 5.78747 2.94325 2.09252 1.65029 1.30792 1.19994 1.12065 1.08052 0.836173 0.770023 0.631193 0.701985 0.506019 0.558564 0.451194 0.450986 0.366775 0.359075 0.341196 0.349637 0.28308 0.22772 0.166364 0.199355 0.116948 0.102575 0.0609585 0.0323488
threshold=0.12026500000000001 -0.026279999999999998 -1.0000000180025095e-35 0.17553000000000005 0.025430000000000005 -0.084114999999999981 0.10274500000000002 -0.064994999999999983 -0.010054999999999998 0.10433000000000002 -0.041534999999999996 0.090020000000000017 -0.12851999999999997 0.077735000000000012 -0.10934999999999999 0.0088250000000000012 -0.14534499999999997 -0.13165999999999997 0.091285000000000019 0.091210000000000013 -0.085804999999999979 0.13501500000000002 -0.086254999999999984 0.067220000000000016 -0.080694999999999975 0.088575000000000015 0.10446500000000002 -0.077104999999999993 -0.082279999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 8 5 6 21 13 11 -3 15 -7 12 -1 14 -4 -9 -8 -13 19 20 -14 -2 -19 24 -24 -20 -11 -27 -21
right_child=3 2 4 -5 -6 10 16 9 -10 26 -12 17 18 -15 -16 -17 -18 22 25 28 -22 -23 23 -25 -26 27 -28 -29 -30
leaf_value=0.0020035703268354407 0.00079044557205959444 0.0011381492474661719 0.0011028919867437299 0.00025256148691984456 0.0018475133032827237 0.0012852912145700939 0.0008119034420044015 0.0013786913892701084 0.00053777845584174406 0.0014808624759925645 0.00082221821615062333 0.0012642712808061528 0.0014093967180535646 0.001682143712726993 0.0015176428628555039 0.0010269561372895613 0.0012050457908228942 0.0017103022509781217 0.0016039306503798016 0.0015599526635883283 0.0016876648009037862 0.00044844344556090184 0.001285595392033478 0.0016700488721923638 0.0015103230249737529 0.0013374774070962524 0.0016868277758370956 0.0015020417970861085 0.0014408717175359454
leaf_weight=56 55 53 76 66 57 96 71 89 86 56 67 63 54 52 68 74 59 72 60 54 826 52 53 60 300 59 60 54 80
leaf_count=56 55 53 76 66 57 96 71 89 86 56 67 63 54 52 68 74 59 72 60 54 826 52 53 60 300 59 60 54 80
internal_value=0 0.00148962 0.00117885 0.00078 0.00132825 0.000908799 0.00123735 0.00156798 0.00076695 0.00137255 0.00109516 0.0015984 0.00163985 0.00140082 0.00129899 0.00121922 0.000990601 0.00150432 0.00162266 0.00164668 0.00167063 0.000624568 0.00153543 0.00150486 0.00147668 0.00148166 0.0015877 0.00141643 0.00148912
internal_weight=0 2592 522 336 383 270 326 2070 139 279 163 1791 1243 196 144 163 130 548 1187 1014 880 107 485 413 353 173 116 113 134
internal_count=2928 2592 522 336 383 270 326 2070 139 279 163 1791 1243 196 144 163 130 548 1187 1014 880 107 485 413 353 173 116 113 134
is_linear=0
shrinkage=0.0032998


Tree=5078
num_leaves=24
num_cat=0
split_feature=1 1 12 4 12 1 10 12 43 4 12 0 12 52 0 12 52 42 159 4 150 15 13
split_gain=47.5198 8.37842 6.57231 4.61783 3.44363 3.34332 2.2936 2.67568 1.35556 1.24839 1.79958 1.57863 0.925953 0.847123 0.751921 0.685431 0.594561 0.559858 0.466422 0.441243 0.345205 0.280929 0.177755
threshold=0.10921500000000002 0.13074500000000003 0.085075000000000026 0.31392000000000003 -1.0000000180025095e-35 0.091535000000000019 -0.063134999999999983 -0.041014999999999989 -0.06372499999999999 -0.078249999999999986 0.056995000000000011 -0.14164999999999997 0.098595000000000016 -0.043914999999999989 -0.067664999999999989 0.096990000000000007 0.10611000000000001 0.087065000000000017 0.083455000000000015 -0.5055599999999999 0.08826500000000001 0.099260000000000015 -0.062109999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 5 -1 -3 -8 -2 11 13 -6 16 -11 17 -4 19 18 -12 -13 -19 -16 -10
right_child=1 6 15 -5 9 -7 7 -9 22 10 14 12 -14 -15 21 -17 -18 20 -20 -21 -22 -23 -24
leaf_value=0.0021661964723085213 0.00065432044148579975 -1.9738656625896786e-05 0.0022734924601643968 0.001170553409360599 0.0027831505137874439 0.0012822687859916436 0.00040428164838044876 0.0012157387549778975 0.0010957930211822778 0.0014133452279291138 0.0022175587557620191 0.0025986718226718819 0.0018878186700645686 0.0020100257354093215 0.0018088726841081501 0.0017798540875857483 0.0019455179701699937 0.002075180517232625 0.0024523003591534337 0.0022894037243332012 0.002361467426380963 0.0021239134743462717 0.0013623469714244382
leaf_weight=94 72 53 52 53 67 93 101 79 55 52 489 57 70 53 82 78 52 407 118 585 54 53 59
leaf_count=94 72 53 52 53 67 93 101 79 55 52 489 57 70 53 82 78 52 407 118 585 54 53 59
internal_value=0 0.00105795 0.00140807 0.00213512 0.00215708 0.00172678 0.00058296 0.000760617 0.00100983 0.00219468 0.00213077 0.00229525 0.00225242 0.00171486 0.00216704 0.00197758 0.00228914 0.00219661 0.00226325 0.00231692 0.00210879 0.00193282 0.00123406
internal_weight=0 549 316 2379 2326 187 233 180 186 2139 1308 831 764 105 1203 130 694 1068 607 642 461 135 114
internal_count=2928 549 316 2379 2326 187 233 180 186 2139 1308 831 764 105 1203 130 694 1068 607 642 461 135 114
is_linear=0
shrinkage=0.0032998


Tree=5079
num_leaves=24
num_cat=0
split_feature=10 12 1 4 51 12 49 49 13 150 123 12 4 0 13 12 42 13 51 4 52 42 0
split_gain=1.01737 0.404573 0.399405 0.588627 0.273621 0.423632 0.278428 0.64453 0.271244 0.255224 0.249561 0.169169 0.698869 0.636048 0.469037 0.378573 0.236489 0.223239 0.204821 0.179057 0.123209 0.0858484 0.0752132
threshold=-0.089679999999999982 -1.0000000180025095e-35 0.096545000000000006 0.094220000000000012 0.12216000000000002 0.093065000000000009 -0.048899999999999992 -0.070754999999999985 -0.079199999999999979 0.084475000000000008 0.083945000000000006 0.083885000000000015 -0.17568999999999999 -0.23043999999999995 -0.085234999999999991 0.08598500000000002 0.087005000000000013 -0.09219999999999999 -0.023324999999999995 -0.14994999999999997 -0.013914999999999999 0.090775000000000008 -0.090729999999999991
decision_type=2 2 2 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 10 6 -6 7 9 -5 -3 -4 12 -8 -14 -15 16 18 21 -13 -19 -11 -17 -2
right_child=1 4 3 8 5 -7 11 -9 -10 20 -12 15 13 14 -16 17 -18 19 -20 -21 -22 -23 -24
leaf_value=-0.0094499380014156451 0.016627656602189549 0.0017168704349002923 -0.017013235295916383 0.013402882328770502 0.027942981250101324 0.008518359723634213 0.022905942364389621 -0.0099246587052035425 -0.00058950449919470003 0.019555329823467353 -0.00092282611357797197 0.023529432822097351 0.019520263027500335 0.0075454560915752516 -0.0074640745876513124 0.021029148697517631 0.026343204997039637 0.0020779292445137557 0.011477048206494329 0.010048667745626492 0.0087330099174998087 0.011860429635918263 0.0079189005110532826
leaf_weight=82 64 74 52 92 62 66 66 64 68 62 58 53 58 115 121 69 60 86 168 1225 59 52 52
leaf_count=82 64 74 52 92 62 66 66 64 68 62 58 53 58 115 121 69 60 86 168 1225 59 52 52
internal_value=0 0.00955268 0.00447908 0.000923618 0.010348 0.0179412 0.0099305 0.00471562 0.00744489 0.00952984 -0.00854553 0.0105812 0.00725094 0.00373044 -0.000142496 0.01128 0.0169373 0.0101686 0.0143756 0.00952717 0.0142932 0.0171037 0.0127392
internal_weight=0 2846 386 270 2460 128 2332 259 160 195 110 2073 360 294 236 1713 281 1432 221 1311 121 121 116
internal_count=2928 2846 386 270 2460 128 2332 259 160 195 110 2073 360 294 236 1713 281 1432 221 1311 121 121 116
is_linear=0
shrinkage=0.16829


Tree=5080
num_leaves=27
num_cat=0
split_feature=1 1 2 39 2 14 2 52 1 4 1 2 4 1429 160 159 2 52 15 42 15 39 15 50 51 2
split_gain=21.7693 3.40448 2.49487 2.63897 1.98446 2.72977 1.25915 0.555506 1.18927 0.41467 0.402618 0.853076 0.451019 0.414835 0.547761 0.470528 0.556177 0.390627 0.374061 0.304129 0.252126 0.251384 0.192863 0.137397 0.121954 0.0672187
threshold=0.10921500000000002 0.13612500000000002 0.11018500000000002 0.085190000000000016 0.10523 0.073890000000000011 -1.0000000180025095e-35 -0.41694999999999993 0.08864000000000001 0.27998000000000006 0.088785000000000017 0.08647500000000001 -0.079374999999999987 0.056450000000000007 -0.012189999999999998 0.079715000000000022 0.097005000000000022 -0.037619999999999994 -0.013439999999999999 0.090645000000000017 -0.032144999999999993 0.089665000000000009 -0.030729999999999997 0.08461500000000001 -0.16697999999999999 0.12750000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 19 5 6 -1 24 20 -3 13 12 -12 15 18 16 -8 -4 -15 -2 -9 -11 -17 -14 -6 -19
right_child=1 9 17 -5 7 -7 10 8 -10 21 11 -13 23 14 -16 22 -18 25 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0011618054332300654 0.0017523338443656295 0.00062854095327672191 0.00091621091747496209 0.0006667429024209508 0.0016210518734442632 0.0021589433048622344 0.0016126399183096682 0.0015081841125234824 0.00088907172668665861 0.0001445817696945864 0.0012741365181447469 0.001184316825864462 0.0015405394380927744 0.0014806228948177399 0.001704589211999682 0.0018708092776683423 0.0013775028926445493 0.00068406350322692275 0.0011146936724845354 0.0014008086715191893 0.0012575147093559071 0.00046016275504442392 0.001650429185326779 0.0017018999223487627 0.0013926892893805886 0.00052333768135747166
leaf_weight=89 53 65 75 52 55 83 973 84 80 58 53 89 138 70 60 98 126 66 56 58 98 53 86 112 55 55
leaf_count=89 53 65 75 52 55 83 973 84 80 58 53 89 138 70 60 98 126 66 56 58 98 53 86 112 55 55
internal_value=0 0.000795047 0.000979429 0.00128136 0.00153115 0.00157178 0.00154677 0.001309 0.00122565 0.00041875 0.00156517 0.00147002 0.00155382 0.00159053 0.00144308 0.00161188 0.00158571 0.000728153 0.00131827 0.00156897 0.0013734 0.000295582 0.001768 0.00161297 0.00150719 0.000611297
internal_weight=0 535 359 163 2405 2033 1950 372 262 176 1861 392 303 1469 186 1283 1099 196 126 111 182 111 184 250 110 121
internal_count=2940 535 359 163 2405 2033 1950 372 262 176 1861 392 303 1469 186 1283 1099 196 126 111 182 111 184 250 110 121
is_linear=0
shrinkage=0.0032998


Tree=5081
num_leaves=12
num_cat=0
split_feature=3 41 1375 15 12 1427 475 159 159 160 15
split_gain=0.79508 0.505657 0.250538 0.266537 0.241104 0.188008 0.2221 0.192793 0.327359 0.275038 0.154953
threshold=0.31966500000000003 0.075585000000000013 -0.10702499999999998 -0.42075999999999997 0.087135000000000004 0.083935000000000023 -0.088544999999999985 0.078065000000000009 0.08894500000000001 -0.52890999999999988 -0.47612499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 -3 6 -5 9 -9 -8 -4
right_child=-2 4 3 5 -6 -7 7 8 -10 -11 -12
leaf_value=-0.0019545281574492534 -0.0080910997776968939 0.023373488216996731 0.0072402798726242633 0.0013432597465547658 0.0095634156845157119 0.017803982482155218 0.018444237787289822 0.021758511243502195 0.0099274630490686563 0.0083538394349292264 -0.0047488406751189129
leaf_weight=61 77 102 61 102 56 72 80 91 248 1929 61
leaf_count=61 77 102 61 102 56 72 80 91 248 1929 61
internal_value=0 0.00922606 0.00868428 0.00893041 0.0184902 0.00930215 0.00905156 0.00938566 0.0131086 0.00875654 0.00123099
internal_weight=0 2863 2705 2644 158 2522 2450 2348 339 2009 122
internal_count=2940 2863 2705 2644 158 2522 2450 2348 339 2009 122
is_linear=0
shrinkage=0.16829


Tree=5082
num_leaves=21
num_cat=0
split_feature=4 3 40 11 3 11 0 16 0 4 0 0 48 0 148 124 3 12 3 40
split_gain=23.3006 5.32717 2.65943 2.33532 1.56178 1.47401 0.919049 1.30134 1.02061 1.68742 1.25675 0.902894 0.731586 0.678335 0.571917 0.568076 0.391262 0.390857 0.260981 0.521619
threshold=0.27998000000000006 0.28833000000000003 -0.037459999999999993 1.0000000180025095e-35 -0.082634999999999986 0.086175000000000015 -0.10298499999999998 -0.097179999999999975 -0.072924999999999976 -0.46195999999999998 1.0000000180025095e-35 -0.057749999999999989 0.091125000000000025 -0.195045 -0.065214999999999981 -0.084389999999999979 -0.073159999999999989 0.083785000000000012 0.13772500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 6 -2 -5 7 16 14 -10 -11 18 15 -9 -8 -1 -4 -16 19 -6
right_child=4 -3 3 5 11 -7 8 13 9 10 -12 -13 -14 -15 17 -17 -18 -19 -20 -21
leaf_value=0.0013789346047926214 0.0013020964812864536 0.00087932072471197463 0.0017510221404770257 0.0025874764141955255 0.00074694822629742317 0.0019643529794950952 0.00227425066138549 0.0016461248008270428 0.002200915124759356 0.0017486091856870338 0.0012069269131810641 0.00038273435189449328 0.0011849645408746352 0.0011481470299532274 0.0020979266932283679 0.0018275399385013452 0.0021234347440687424 0.0019062481423503179 0.00068143853731610603 0.0011611359437531949
leaf_weight=56 80 61 73 83 67 84 54 72 81 365 54 52 60 52 132 71 56 1265 55 67
leaf_count=56 80 61 73 83 67 84 54 72 81 365 54 52 60 52 132 71 56 1265 55 67
internal_value=0 0.00184414 0.00186713 0.00189707 0.000901968 0.00227426 0.00186847 0.00168011 0.00189288 0.00176352 0.00167888 0.000768999 0.0014874 0.00143758 0.00193743 0.00163001 0.00191296 0.00192438 0.000875086 0.000954305
internal_weight=0 2619 2558 2371 321 167 2204 253 1951 500 419 241 187 124 1451 127 129 1397 189 134
internal_count=2940 2619 2558 2371 321 167 2204 253 1951 500 419 241 187 124 1451 127 129 1397 189 134
is_linear=0
shrinkage=0.0032998


Tree=5083
num_leaves=25
num_cat=0
split_feature=3 3 3 3 1 12 12 42 3 51 402 52 52 52 3 16 3 457 42 42 3 3 155 52
split_gain=0.608018 0.303418 0.362476 0.353334 0.325436 0.476312 0.492391 0.301131 0.407288 0.335401 0.244292 0.230104 0.363598 0.31707 0.335833 0.260353 0.230746 0.337197 0.177753 0.17485 0.157322 0.15468 0.110893 0.0989062
threshold=0.31966500000000003 -0.14719499999999996 -0.15624499999999999 -0.23098999999999997 0.088785000000000017 0.083785000000000012 0.084130000000000024 -0.028919999999999998 0.085880000000000012 -1.0000000180025095e-35 0.050140000000000011 -0.085009999999999988 -0.15824499999999997 0.12432000000000001 -0.07249499999999999 0.51041000000000014 0.11995000000000001 0.084620000000000015 -0.023209999999999998 0.11679000000000002 -0.06717999999999999 -0.088314999999999991 0.09828000000000002 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 2 3 22 5 7 -7 -3 9 -9 19 12 15 16 -15 -6 17 18 -13 20 -8 -12 -1 -23
right_child=-2 4 -4 -5 11 6 10 8 -10 -11 21 13 -14 14 -16 -17 -18 -19 -20 -21 -22 23 -24 -25
leaf_value=0.02256369537686571 -0.0061420442410105823 0.0058785622567413681 0.025473511374376968 0.0017323635953205318 -0.00034100906262224997 -0.0071516727409761272 0.0081972321128074288 0.013110563548915658 0.0076638163196383301 0.029516506758976907 0.021210404916486455 0.0096350383578356 0.020405453873388046 0.02104756720451843 0.0048981477841940129 0.014446547148573271 0.011171980427360607 -0.011604451923777409 0.0010198304208697002 0.00085732083727145384 0.015692866174039023 0.01451594041721431 0.011519145949325793 0.0054734836296510192
leaf_weight=52 77 63 65 73 82 54 974 55 63 101 66 85 73 60 94 57 76 52 339 85 87 101 53 53
leaf_count=52 77 63 65 73 82 54 974 55 63 101 66 85 73 60 94 57 76 52 339 85 87 101 53 53
internal_value=0 0.00899857 0.0146974 0.0107522 0.00846933 0.00984838 0.00859109 0.0161731 0.0191263 0.0237439 0.00921474 0.00591056 0.0107787 0.00444619 0.0112018 0.00571003 0.00255822 0.00117914 0.00275117 0.008225 0.00881355 0.0143622 0.0170059 0.0114156
internal_weight=0 2863 243 178 2620 1702 1420 282 219 156 1366 918 212 706 154 139 552 476 424 1146 1061 220 105 154
internal_count=2940 2863 243 178 2620 1702 1420 282 219 156 1366 918 212 706 154 139 552 476 424 1146 1061 220 105 154
is_linear=0
shrinkage=0.16829


Tree=5084
num_leaves=18
num_cat=0
split_feature=4 3 10 3 3 0 0 376 4 15 4 3 3 0 1428 0 4
split_gain=14.7801 4.42914 2.54009 2.09584 1.48933 1.58617 0.629026 0.625397 0.596338 0.512717 0.70035 2.20036 0.884104 0.45831 0.267303 0.377525 0.149057
threshold=0.31392000000000003 0.28833000000000003 -1.0000000180025095e-35 -0.082634999999999986 -0.07249499999999999 -0.14867499999999997 -0.11742499999999999 0.084125000000000019 0.51395000000000002 -0.11532999999999999 -0.029404999999999997 0.092005000000000017 0.0012800000000000001 -0.10114999999999998 0.086135000000000017 -0.072924999999999976 0.18572000000000002
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 -4 -5 9 -8 -6 12 -12 -11 16 15 -15 -7
right_child=3 -3 4 6 7 13 8 -9 -10 10 11 -13 -14 14 -16 -17 -18
leaf_value=0.00065299254017880937 0.0008823436073365007 0.00029792602353010886 0.0017669507193277302 0.00046033920736352716 0.0013521406393621454 0.00091709679471581622 0.00031942051375471884 0.00075823670057554573 -0.00012179689724371564 0.0010056814440918534 0.0011135622501080153 0.00039039217616008732 0.0014071716225100461 0.0012796702120866739 0.001498381828820128 0.0011497062754382413 0.0011679101870499579
leaf_weight=90 80 61 67 101 87 56 72 59 62 120 221 58 121 1272 52 309 52
leaf_count=90 80 61 67 101 87 56 72 59 62 120 221 58 121 1272 52 309 52
internal_value=0 0.00117747 0.00119838 0.000420838 0.00121821 0.00126746 0.000263579 0.00108444 0.000115012 0.00111609 0.00107653 0.000963352 0.00120741 0.00124822 0.00126209 0.00125429 0.00103819
internal_weight=0 2625 2564 315 2474 1808 235 666 134 607 520 279 241 1741 1633 1581 108
internal_count=2940 2625 2564 315 2474 1808 235 666 134 607 520 279 241 1741 1633 1581 108
is_linear=0
shrinkage=0.0032998


Tree=5085
num_leaves=34
num_cat=0
split_feature=3 3 43 0 52 3 123 12 43 10 43 43 159 52 3 52 52 3 52 159 3 0 484 50 0 0 0 52 484 3 39 0 12
split_gain=13.9018 4.54792 4.18169 2.97031 2.2037 2.00704 1.69493 1.47804 1.04518 0.690782 1.01489 0.668033 0.514226 0.411234 0.453622 0.413959 0.401968 0.400662 0.359566 0.326881 0.267355 0.264398 0.256281 0.26799 0.309359 0.246687 0.17726 0.152797 0.162129 0.151653 0.144066 0.0307769 0.0267882
threshold=-0.06533499999999999 0.28833000000000003 -0.035884999999999993 -0.046614999999999997 -0.25811499999999993 0.11391500000000002 0.089155000000000012 0.095330000000000012 -0.053234999999999998 -0.00189 -0.09225499999999999 0.0049250000000000014 0.086140000000000008 -0.14731999999999998 -0.082394999999999982 -0.088779999999999984 -0.020789999999999996 -0.031895 -0.14816999999999997 1.0000000180025095e-35 0.084670000000000009 -0.086554999999999979 0.0069400000000000009 0.10672000000000002 -0.09633499999999999 -0.083804999999999977 -0.22984499999999997 0.11628500000000001 0.087020000000000014 -0.077564999999999981 0.085190000000000016 -0.14797999999999997 0.099680000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 7 -5 11 9 13 -6 -2 -11 19 -3 14 25 -15 18 -13 -9 20 -4 -18 23 24 -17 -1 -22 28 -24 32 -12 -7 -23
right_child=1 12 5 4 8 31 -8 16 -10 10 30 17 -14 15 -16 22 21 -19 -20 -21 26 29 27 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.0019555741995044913 0.0005860841290517509 0.00013099499802194406 0.0015327090541495548 0.0015485516874969023 0.00045921943596334916 0.00076644224686714553 0.00027921797928066416 0.0012772275120845535 0.001046946314280159 0.001359018012044492 0.00068266768084384395 0.0013195836685020988 0.00056088287237486317 0.0012460792977368382 0.0014148269769170883 0.0014107952200314397 0.0011959422007144518 0.00091907813029533131 0.00092576348605867055 0.0016665521753569058 0.0011450497646351291 0.0015715937763850711 0.0013318199275035175 0.0013574479018249152 0.0015729402486980789 0.0016446547746832962 0.0014116283262457872 0.0012481926213406514 0.0015783723450351361 0.0013256748013216776 0.00092489842403137062 0.0008866537287809613 0.0014507139301598677
leaf_weight=52 71 64 72 63 57 53 72 83 79 52 58 58 58 72 55 160 79 53 53 55 60 54 60 95 763 66 54 59 63 96 53 56 55
leaf_count=52 71 64 72 63 57 53 72 83 79 52 58 58 58 72 55 160 79 53 53 55 60 54 60 95 763 66 54 59 63 96 53 56 55
internal_value=0 0.000927868 0.00102202 0.00142158 0.00103776 0.00122064 0.000722679 0.00146252 0.000800879 0.000858978 0.00097763 0.00134196 0.000335657 0.00151274 0.00166545 0.00149195 0.00128965 0.00112867 0.00114052 0.00144005 0.00137288 0.00136093 0.00150667 0.00152742 0.00154487 0.00178197 0.00127163 0.00139044 0.00145839 0.00142434 0.000798645 0.000828526 0.00151092
internal_weight=0 889 767 2064 199 461 306 1865 136 234 163 352 122 1445 173 1272 420 111 136 241 186 284 1200 1018 923 118 114 182 123 205 111 109 109
internal_count=2953 889 767 2064 199 461 306 1865 136 234 163 352 122 1445 173 1272 420 111 136 241 186 284 1200 1018 923 118 114 182 123 205 111 109 109
is_linear=0
shrinkage=0.0032998


Tree=5086
num_leaves=27
num_cat=0
split_feature=1 52 14 52 1 47 16 0 0 1 10 16 52 49 49 457 15 0 0 16 16 1 49 39 16 52
split_gain=27.2184 6.32537 3.66672 2.85987 2.01095 1.56525 1.43416 0.998294 1.05856 1.53505 0.869297 0.695152 1.43199 1.02882 0.683654 0.58565 1.02185 0.44911 0.436951 0.371451 0.365861 0.346249 0.254646 0.250299 0.240327 0.0880246
threshold=0.10123500000000001 -0.41694999999999993 0.073890000000000011 0.17160000000000003 0.12765500000000005 0.10280000000000002 -0.50942999999999994 -0.067664999999999989 -0.10462499999999998 0.085410000000000014 -0.063134999999999983 0.08215500000000002 0.0054700000000000009 0.082820000000000019 0.091160000000000005 0.079930000000000015 -0.035654999999999992 0.047640000000000009 -0.13165999999999997 -0.039209999999999995 0.27717500000000006 0.11189500000000001 -0.019034999999999996 0.08955500000000001 -0.079519999999999993 -0.018094999999999997
decision_type=2 2 2 2 2 2 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 15 -1 8 9 18 -6 12 -9 17 22 16 21 -13 -8 -16 -21 -3 25 -12 -24 -10
right_child=1 3 -4 -5 10 -7 7 11 14 -11 23 13 -14 -15 19 -17 -18 -19 -20 20 -22 -23 24 -25 -26 -27
leaf_value=0.0011907651777387136 0.0018405238018531582 0.00060128203621288758 0.0024302045161184696 0.0015666483230672859 0.00022922481137852205 0.0014006667471099798 0.0020041024655272628 0.00097831487382097921 0.0020976624529642422 0.0011887270871315948 0.00081441385123899948 0.0016574082825726224 0.0016777326693569008 0.0013662665159801996 0.0014570545851593684 0.00060998099596482286 0.0013425589374527554 0.0020559761104271533 0.0016006367549715166 0.0018943766232385332 0.0015286844129371595 0.00094369153006088101 0.0018745405722705437 0.0005595336845844388 0.0017800000452108289 0.0018939814582365595
leaf_weight=52 91 53 86 65 54 80 55 54 52 78 103 57 79 65 83 69 56 71 66 75 52 85 551 73 694 54
leaf_count=52 91 53 86 65 54 80 55 54 52 78 103 57 79 65 83 69 56 71 66 75 52 85 551 73 694 54
internal_value=0 0.00102627 0.00176113 0.000910078 0.000835536 0.000995767 0.0017342 0.00174773 0.00177895 0.00155105 0.000596431 0.00157903 0.00139402 0.00170634 0.00180798 0.000872469 0.000965647 0.00187876 0.00178432 0.00163131 0.00174492 0.000812442 0.00183542 0.000708897 0.00182187 0.00199423
internal_weight=0 729 2224 638 573 343 2138 2086 1760 199 230 326 133 193 1561 263 194 128 121 210 127 138 1351 176 1245 106
internal_count=2953 729 2224 638 573 343 2138 2086 1760 199 230 326 133 193 1561 263 194 128 121 210 127 138 1351 176 1245 106
is_linear=0
shrinkage=0.0032998


Tree=5087
num_leaves=19
num_cat=0
split_feature=1 3 14 16 124 3 123 12 16 43 12 43 3 43 16 1 1212 3
split_gain=24.2258 4.70323 2.71725 2.73088 1.60636 1.43801 1.34486 1.27332 1.17876 0.830761 0.469213 0.637515 0.5054 0.380745 0.241207 0.231102 0.0874095 0.118783
threshold=0.10678000000000001 -0.070724999999999996 0.064610000000000015 -0.5152199999999999 -1.0000000180025095e-35 0.30863500000000005 0.089295000000000013 0.11755500000000001 0.067035000000000011 -0.0068849999999999996 0.096675000000000025 -0.18906999999999999 0.099330000000000016 -0.079824999999999993 -0.061714999999999992 0.14132000000000003 1.0000000180025095e-35 -0.068734999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 -1 -5 6 13 10 9 -2 11 -6 -13 -3 -15 -7 17 -12
right_child=1 5 -4 4 7 15 -8 -9 -10 -11 16 12 -14 14 -16 -17 -18 -19
leaf_value=0.00085361450969150205 0.00082909229754829961 0.00072828425189401145 0.0021779124460466742 0.0011964170136371884 0.0013137754815951595 0.00050032628168093752 0.00040675849704115521 0.0012080751699486238 0.0016461203732492467 0.0013952369713023862 0.0014664002347907986 0.0016920054566212578 0.0013696919205212728 0.0011367137982847772 0.00087016719695818081 0.00019483421958825382 0.0016573073522120013 0.0016407987394587227
leaf_weight=53 59 77 91 97 54 56 74 75 71 55 209 1606 56 83 70 53 55 59
leaf_count=53 59 77 91 97 54 56 74 75 71 55 209 1606 56 83 70 53 55 59
internal_value=0 0.0008739 0.00161777 0.00159524 0.001613 0.000677863 0.000794548 0.0016321 0.00131135 0.00110254 0.00164768 0.00166963 0.00168117 0.000919162 0.00101499 0.000352107 0.00153098 0.00150493
internal_weight=0 598 2355 2264 2211 413 304 2114 185 114 2039 1716 1662 230 153 109 323 268
internal_count=2953 598 2355 2264 2211 413 304 2114 185 114 2039 1716 1662 230 153 109 323 268
is_linear=0
shrinkage=0.0032998


Tree=5088
num_leaves=22
num_cat=0
split_feature=4 15 14 160 4 2 15 48 52 481 157 2 16 15 52 131 160 13 52 4 39
split_gain=1.22648 0.631211 0.499165 0.491956 0.530407 0.430965 0.434252 0.383803 0.57074 0.313448 0.29999 0.297128 0.578936 0.293151 0.232365 0.22699 0.162869 0.14247 0.190252 0.114205 0.0710884
threshold=0.31392000000000003 -0.46772999999999992 0.064610000000000015 -0.016244999999999996 -0.082024999999999987 0.11248000000000001 -0.40166999999999992 0.10145000000000001 -0.060344999999999996 -0.065834999999999991 0.11145500000000001 0.095850000000000005 -0.039209999999999995 0.10356000000000001 0.11262000000000001 0.11644500000000001 -0.13815999999999998 -0.00080499999999999983 -0.025999999999999995 -0.060239999999999995 0.087485000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 20 3 4 16 -3 -7 10 -9 -6 13 17 -13 14 15 -5 -1 18 -11 -15 -2
right_child=1 5 -4 7 9 6 -8 8 -10 11 -12 12 -14 19 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.0087138035043229506 0.016584611804209132 0.0069805780481462026 0.024567436501265385 0.014989282917019123 0.019614777152255267 -0.00010326609044831436 -0.018953419501129113 0.016156483851213484 -0.0067599236633576858 0.020754005004740429 0.002910341715339253 0.01438330830263828 -0.0080979328938974946 0.017787366346022519 0.0045200830817596098 0.0042882080930093693 0.0036388567520516594 0.003230086107523083 0.010544551984054443 0.027639537626756826 0.0077315646676245336
leaf_weight=52 53 70 97 1389 92 72 67 61 62 67 63 59 72 76 69 59 72 52 235 62 52
leaf_count=52 53 70 97 1389 92 72 67 61 62 67 63 59 72 76 69 59 72 52 235 62 52
internal_value=0 0.001568 0.0127005 0.012247 0.00844629 -0.00377356 -0.00920224 0.0136932 0.00459052 0.0105927 0.0143439 0.00887755 0.00201349 0.0147781 0.0140993 0.0145545 -0.0015268 0.0114126 0.0128155 0.0222267 0.0122174
internal_weight=0 314 2639 2542 701 209 139 1841 123 577 1718 485 131 1655 1517 1448 124 354 302 138 105
internal_count=2953 314 2639 2542 701 209 139 1841 123 577 1718 485 131 1655 1517 1448 124 354 302 138 105
is_linear=0
shrinkage=0.16829


Tree=5089
num_leaves=23
num_cat=0
split_feature=1 155 157 151 12 124 12 457 15 12 49 3 132 131 130 133 457 4 48 4 3 49
split_gain=0.848773 0.576362 0.707599 0.502803 0.380033 0.241851 0.309668 0.301947 0.374319 0.235124 0.220283 0.20826 0.206114 0.26291 0.199859 0.327129 0.193607 0.188996 0.160284 0.486471 0.131362 0.100874
threshold=0.09518500000000002 0.084710000000000021 -0.073359999999999995 0.055120000000000009 0.11755500000000001 -0.087184999999999985 0.088365000000000013 0.087555000000000008 -0.46645999999999993 0.094675000000000023 0.091160000000000005 -0.080854999999999996 0.093030000000000015 0.10970000000000001 0.084840000000000013 -0.023589999999999996 0.085230000000000014 0.25367000000000006 0.091125000000000025 -0.17568999999999999 -0.073309999999999986 0.10960000000000002
decision_type=2 2 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 10 -4 7 8 -7 -8 12 21 14 -14 16 -16 18 -11 19 -1 -13 -12
right_child=1 -3 3 -5 -6 6 9 -9 -10 17 11 20 13 -15 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.024493723466220831 -0.012138577739058545 0.017328491139154866 0.01489185986781223 0.020004919755118266 -0.001525981212342503 0.0085146136800049888 0.017221535725443833 0.010963077202353488 -0.0060450467742759811 0.007816383669423374 0.017446770278563849 -0.0012904096391710401 0.027471150582107615 0.011154053468771517 0.025688714655244683 0.010913693454858797 0.020498160605725076 -0.0039085988846118058 0.0045799609222674292 0.010667374684238968 0.007900212812076193 0.007994752162571955
leaf_weight=77 73 98 52 60 62 65 54 55 216 145 66 77 58 55 77 96 64 53 103 1181 102 64
leaf_count=77 73 98 52 60 62 65 54 55 216 145 66 77 58 55 77 96 64 53 103 1181 102 64
internal_value=0 0.00516534 0.00362098 0.00526705 0.0114264 0.00388257 0.0029059 -0.000433684 -0.00267076 0.00736581 0.0118248 0.00767446 0.0125733 0.0195451 0.0120792 0.0175002 0.0114198 0.0046688 0.0109916 0.0115151 0.00393667 0.0128073
internal_weight=0 871 773 700 2082 640 588 336 281 252 2020 309 1711 113 1598 173 1425 198 1361 1258 179 130
internal_count=2953 871 773 700 2082 640 588 336 281 252 2020 309 1711 113 1598 173 1425 198 1361 1258 179 130
is_linear=0
shrinkage=0.16829


Tree=5090
num_leaves=26
num_cat=0
split_feature=4 3 3 43 0 4 0 51 43 3 14 156 3 4 3 3 0 16 43 0 133 12 133 49 3
split_gain=15.2815 6.2425 2.82674 3.35347 1.73137 1.27022 0.915654 0.831773 0.798274 0.823445 0.818431 0.692702 0.855552 3.0972 0.70986 0.67215 0.545042 0.502602 0.503719 0.40643 0.348309 0.271924 0.408703 0.386246 0.205873
threshold=0.31392000000000003 -0.066229999999999997 0.28833000000000003 -0.035884999999999993 -0.00077999999999999999 -0.47860499999999995 -0.14680499999999999 0.088940000000000005 -0.073079999999999992 -0.080854999999999996 -0.10523499999999998 0.093155000000000002 0.088880000000000015 -0.029404999999999997 0.0048000000000000013 -0.014924999999999999 -0.108275 0.0054050000000000009 -0.06705499999999999 -0.072374999999999981 0.091315000000000021 0.084065000000000015 0.085785000000000014 0.091160000000000005 -0.020759999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 6 -6 -1 15 24 -10 -11 12 14 -14 19 -3 -8 21 20 -5 -19 22 -18 -23 -2
right_child=8 2 -4 11 5 -7 16 -9 9 10 -12 -13 13 -15 -16 -17 17 18 -20 -21 -22 23 -24 -25 -26
leaf_value=0.001858398510459284 0.00049684109192119313 0.0011245536671326587 0.00045267810323424557 0.001426530584062365 0.0013594522129348377 0.00069742102709187046 0.0012020188627695947 0.00046616056912848178 0.0010432968486077418 0.00090854256930678772 0.0004058477955602605 0.0016927027961473871 0.0016784147494845374 0.00064368466475057538 0.001724900348550961 0.00070918053719574265 0.001482543316197025 0.0015003238346097305 0.0011258388625137656 0.0010600453533530273 0.0012446713154804971 0.0015058141157684457 0.0018688302317709626 0.0012732436314488243 0.00020160325106653062
leaf_weight=66 52 98 70 92 75 55 86 52 57 54 103 53 54 76 59 76 69 211 77 53 83 1087 55 86 52
leaf_count=66 52 98 70 92 75 55 86 52 57 54 103 53 54 76 59 76 69 211 77 53 83 1087 55 86 52
internal_value=0 0.0013534 0.00108171 0.00115348 0.00144855 0.00107963 0.00147488 0.000833694 0.000587395 0.000702813 0.000578974 0.00134015 0.00128409 0.00107377 0.00141795 0.000943329 0.00146043 0.00147373 0.0013656 0.00129282 0.00142827 0.00150463 0.00165416 0.00148879 0.000349561
internal_weight=0 2633 683 613 1950 130 1820 226 318 214 157 387 334 130 204 174 1754 1668 371 145 294 1297 124 1173 104
internal_count=2951 2633 683 613 1950 130 1820 226 318 214 157 387 334 130 204 174 1754 1668 371 145 294 1297 124 1173 104
is_linear=0
shrinkage=0.0032998


Tree=5091
num_leaves=29
num_cat=0
split_feature=3 4 2 2 16 151 14 14 124 3 16 3 2 3 16 4 4 4 16 16 393 133 151 150 151 4 4 16
split_gain=14.1321 4.12272 3.4335 3.01377 1.63804 1.41961 1.35514 1.11529 0.982462 0.974572 0.804358 0.753186 0.687551 0.625385 1.41196 0.573073 0.503231 0.408693 0.347822 0.329951 0.324898 0.24544 0.213774 0.284051 0.122573 0.0959107 0.14238 0.0733664
threshold=-0.06533499999999999 0.31392000000000003 0.11366500000000002 0.14253500000000002 0.26411500000000004 0.053170000000000002 0.073890000000000011 -0.10523499999999998 -0.048219999999999992 0.10661500000000002 -0.49353499999999995 -0.005644999999999999 0.090485000000000024 -0.097199999999999995 0.033280000000000011 0.028075000000000006 -0.0058699999999999994 -0.085594999999999991 -0.091624999999999984 -0.025214999999999998 0.083525000000000016 0.077945 -0.08323499999999999 0.087865000000000013 -0.10093499999999998 -0.0037349999999999992 -0.021269999999999997 -0.081394999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 5 -4 8 12 -3 21 11 -9 16 17 14 -14 -13 -10 19 -15 27 22 -2 24 -24 -19 26 -20 -1
right_child=1 7 4 -5 -6 -7 -8 10 9 -11 -12 15 13 18 -16 -17 -18 20 25 -21 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=0.0017590436256942565 0.0012578226507083379 0.0010497309957852965 0.00082110783618281793 0.00060009066576491472 0.0015000229125333884 0.00078685978435683306 0.0020553166938010979 0.00072881063363607643 0.0011013597098047667 0.0011353257240634311 0.00023656303415361363 0.0015407105917126782 0.00089429627995010091 0.0014046808915763411 0.001585212914460679 0.0019588003682533797 0.0015074540180405182 0.001619931885507938 0.0016514979121759329 0.001999479814301919 0.0018566472880583735 0.00097382541136294251 0.0016020186911250938 0.0013483704597675946 0.0018193698939850519 0.0017626286364420141 0.0014507010343239369 0.0015996766332144964
leaf_weight=99 64 71 89 76 69 54 77 100 58 94 57 121 54 101 81 52 81 69 165 57 62 73 828 53 78 56 55 57
leaf_count=99 64 71 89 76 69 54 77 100 58 94 57 121 54 101 81 52 81 69 165 57 62 73 828 53 78 56 55 57
internal_value=0 0.00108985 0.00158585 0.00121985 0.00111782 0.00129868 0.00162492 0.000705994 0.00134952 0.00143135 0.000550321 0.00152042 0.00160664 0.00150339 0.00130911 0.00166658 0.00133826 0.00164718 0.00157287 0.00178107 0.00162099 0.00110675 0.00160674 0.0015868 0.001726 0.00163429 0.00160146 0.00170104
internal_weight=0 901 2050 673 158 597 1892 228 543 406 157 312 1815 512 135 173 139 1303 377 213 1090 137 1028 881 147 276 220 156
internal_count=2951 901 2050 673 158 597 1892 228 543 406 157 312 1815 512 135 173 139 1303 377 213 1090 137 1028 881 147 276 220 156
is_linear=0
shrinkage=0.0032998


Tree=5092
num_leaves=25
num_cat=0
split_feature=1 3 3 0 1 52 52 12 0 3 124 12 4 12 3 4 42 0 15 3 0 1208 4 4
split_gain=31.2885 6.62362 2.77562 2.45484 2.36584 2.06679 1.17222 1.11248 0.986373 0.971384 0.808875 0.750887 0.703339 0.673961 0.796333 2.25058 0.638503 0.560409 0.473654 0.461755 0.38573 0.342413 0.341592 0.136264
threshold=0.10404000000000001 -0.057749999999999989 -0.07249499999999999 -0.14680499999999999 0.11690500000000002 -0.26876499999999998 -0.069059999999999996 0.081080000000000013 -0.042499999999999989 -0.082504999999999981 -0.080429999999999988 -0.10063999999999999 0.032770000000000001 0.11819000000000002 0.088880000000000015 -0.029404999999999997 0.092860000000000012 -0.10594499999999998 0.10609500000000001 0.040040000000000006 -0.068189999999999987 0.080860000000000015 0.032770000000000001 0.046185000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 12 -2 -6 -5 9 -7 -4 -8 -3 14 19 -16 -13 -9 21 20 23 22 -19 -12
right_child=1 4 10 7 6 8 11 17 -10 -11 13 16 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=0.0025181259708141569 0.0020061059189199902 0.00092063057776512315 0.0013431576697228455 0.0014038615221410519 0.00015055178620661 0.0011404649395662138 0.001024660666844947 0.0016068957142921054 0.00094539681085171893 0.0017487809963104217 0.0019264577230541267 0.00074424422068378572 0.0013792805952179974 0.0013713690988886218 0.0019399360273731061 0.0010723870390428577 0.00031296369938219097 0.0019469026055212008 0.0016748786519452943 0.002099003756119701 0.0015466383906306371 0.0016788587510296524 0.0017420197915824611 0.0017200838564227481
leaf_weight=68 58 95 88 53 54 54 56 73 61 62 106 98 60 64 68 63 61 1272 93 59 64 63 99 59
leaf_count=68 58 95 88 53 54 54 56 73 61 62 106 98 60 64 68 63 61 1272 93 59 64 63 99 59
internal_value=0 0.00101989 0.00183588 0.00190215 0.000773421 0.00146442 0.000586034 0.00187679 0.00128672 0.0014659 0.00163608 0.000695247 0.0010984 0.00168938 0.00173787 0.00152299 0.000579006 0.00189244 0.00190606 0.00183549 0.00176744 0.00192103 0.00193213 0.00185288
internal_weight=0 659 2292 1721 424 235 269 1653 177 116 571 215 155 483 419 131 159 1600 1527 288 229 1434 1371 165
internal_count=2951 659 2292 1721 424 235 269 1653 177 116 571 215 155 483 419 131 159 1600 1527 288 229 1434 1371 165
is_linear=0
shrinkage=0.0032998


Tree=5093
num_leaves=25
num_cat=0
split_feature=2 3 42 456 52 52 16 1 52 42 1 2 3 3 1 1 3 156 43 456 2 1 43 133
split_gain=0.56583 0.325986 0.43731 0.305765 0.305648 0.789923 0.403734 0.548555 0.301766 0.26956 0.238504 0.305729 0.284703 0.323396 0.389757 0.294479 0.230393 0.177667 0.198217 0.172368 0.133143 0.123878 0.257832 0.0282882
threshold=0.11366500000000002 -0.13117499999999996 0.083825000000000024 0.03981500000000001 -0.063199999999999992 -0.41694999999999993 -0.27157999999999993 0.12864500000000004 -0.029304999999999998 0.092725000000000016 0.10378000000000001 -1.0000000180025095e-35 0.093925000000000022 -0.079774999999999985 0.090195000000000011 0.088295000000000012 0.11500500000000001 0.083125000000000018 -0.041049999999999996 0.087615000000000012 0.13554000000000002 0.10790500000000001 -0.074874999999999983 0.017095000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 10 5 -2 9 23 -1 16 12 -12 13 14 15 -3 -6 18 -15 -5 -7 -13 -23 -8
right_child=4 3 -4 19 6 20 7 -9 -10 -11 11 21 -14 17 -16 -17 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=0.0070628571401198607 0.017117566503318311 0.010978942581165316 0.02996202948792823 0.026702748381274961 0.016469260035971791 -0.013767347687135903 0.0054868061458800254 0.029463670394405287 0.021686136786761678 -0.0056067377878858135 -0.0015717447828169631 0.0036967129798678869 0.0033330430490030013 0.010756396033532614 0.00020714998372174334 0.02391467848847955 0.00059020024595682525 0.023166550142407621 0.017142021463721898 0.014804147607574964 -0.0021947815719021292 0.005473965816509903 0.02030079350924387 0.011113266170184115
leaf_weight=88 54 913 67 55 52 53 53 52 74 60 87 55 102 240 92 53 52 76 330 96 61 64 70 52
leaf_count=88 54 913 67 55 52 53 53 52 74 60 87 55 102 240 92 53 52 76 330 96 61 64 70 52
internal_value=0 0.0124428 0.0185037 0.0118205 0.00616744 0.000340502 0.00921146 0.0153146 0.0137537 0.00335785 0.011288 0.00666581 0.0119934 0.0125108 0.0106937 0.0116905 0.00854701 0.015484 0.0144565 0.01915 -0.00759077 0.0104672 0.0132327 0.00829035
internal_weight=0 2462 229 2233 489 168 321 157 162 164 2082 276 1806 1704 1058 966 104 646 570 151 114 189 134 105
internal_count=2951 2462 229 2233 489 168 321 157 162 164 2082 276 1806 1704 1058 966 104 646 570 151 114 189 134 105
is_linear=0
shrinkage=0.16829


Tree=5094
num_leaves=31
num_cat=0
split_feature=1 3 3 10 52 0 12 3 12 150 1429 0 12 42 0 0 13 13 0 3 1 12 13 1 1 3 1 13 0 42
split_gain=19.4781 3.60588 1.69574 1.45224 1.04251 0.945222 0.914024 0.886521 0.834179 0.768268 0.70787 0.776135 0.535964 0.529319 0.520022 0.489221 0.423496 0.423456 0.420996 0.325904 0.290203 0.28706 0.255928 0.557396 0.313254 0.202757 0.478007 0.40484 0.187646 0.106188
threshold=0.10398500000000001 -0.063264999999999988 -0.07249499999999999 -0.063134999999999983 -0.26876499999999998 -0.14164999999999997 -1.0000000180025095e-35 0.15217000000000003 0.081320000000000017 0.083435000000000023 0.079110000000000014 -0.15184499999999998 0.11819000000000002 0.086435000000000012 -0.041534999999999996 -0.096849999999999978 0.099195000000000019 -0.0096349999999999977 -0.081484999999999988 -0.082504999999999981 0.11366000000000001 0.084065000000000015 -0.0042049999999999995 0.091635000000000008 1.0000000180025095e-35 -0.080624999999999988 0.081315000000000012 -0.081999999999999976 -0.072624999999999981 0.089015000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 -3 -2 -1 17 20 -7 10 11 -4 22 15 19 -10 21 18 -5 -6 -8 -17 23 -13 -24 26 27 -15 29 -27
right_child=1 3 9 6 14 8 7 -9 13 -11 -12 12 -14 25 -16 16 -18 -19 -20 -21 -22 -23 24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0018919319951364731 0.001551636051457966 0.00018321458570409751 0.0017809141070840875 0.00049485947190896725 0.00099254184058708713 0.0011067529943238185 0.0012659657540230608 0.00057347271461284026 0.0013246451626568634 0.0010515190573270542 0.0010207151267726808 0.0014624170153155691 0.0010830458911529582 0.0013608491863582991 0.00079493458812574024 0.0017965923200873334 0.0013903288553705879 0.00033658537173073168 0.00083957746222507114 0.0013544367058017192 0.00092441326692406902 0.0016067849628873866 0.0013520203247961611 0.0010559169066988504 0.0016946931360060028 0.0014372901419946009 0.0011788938542514713 0.0016271169900231581 0.0013548273500115224 0.0016038387364695182
leaf_weight=79 60 59 59 72 54 52 55 53 74 92 53 132 60 151 60 104 90 52 85 57 56 666 53 52 69 60 80 110 61 191
leaf_count=79 60 59 59 72 54 52 55 53 74 92 53 132 60 151 60 104 90 52 85 57 56 666 53 52 69 60 80 110 61 191
internal_value=0 0.000843201 0.00148568 0.000665062 0.00117619 0.00153755 0.000741185 0.000925974 0.00152045 0.00132926 0.00138264 0.0014277 0.00137066 0.00153398 0.00104425 0.00158482 0.00160717 0.000596014 0.000681715 0.0011787 0.00109397 0.00163247 0.00142694 0.00134773 0.00154612 0.00146122 0.00140426 0.0014732 0.00152335 0.00156417
internal_weight=0 663 2288 432 231 1718 373 164 1639 570 478 425 366 1587 171 934 860 209 157 111 111 770 306 184 122 653 341 261 312 251
internal_count=2951 663 2288 432 231 1718 373 164 1639 570 478 425 366 1587 171 934 860 209 157 111 111 770 306 184 122 653 341 261 312 251
is_linear=0
shrinkage=0.0032998


Tree=5095
num_leaves=26
num_cat=0
split_feature=4 39 13 13 43 10 13 15 51 15 4 1446 15 15 4 4 39 13 133 13 43 4 13 157 40
split_gain=15.2222 4.74047 4.74151 1.16691 1.42678 0.947227 0.918243 0.627365 0.609451 0.730228 0.573342 0.563255 0.536164 0.849999 0.494469 0.426943 0.313002 0.308475 0.30153 0.287783 0.189152 0.227423 0.200841 0.143683 0.0957611
threshold=0.27258000000000004 0.0039300000000000003 -0.16392499999999996 -0.36115499999999995 -0.049999999999999996 -1.0000000180025095e-35 -0.083709999999999993 -0.43587999999999999 0.10271500000000001 -0.070454999999999976 -0.37626499999999991 0.057835000000000004 -0.11367999999999999 0.079600000000000018 -0.013359999999999999 0.41696500000000003 0.098380000000000009 -0.092844999999999997 -0.09676499999999999 -0.012224999999999998 -0.082204999999999986 -0.078549999999999995 -0.085744999999999988 -0.0048549999999999991 -0.076799999999999993
decision_type=2 2 2 2 2 2 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 24 -3 11 -6 10 -10 23 17 -12 -14 -13 -9 19 18 -4 -7 22 -22 -19 -8 -5
right_child=3 5 6 4 7 16 8 15 9 -11 12 14 13 -15 -16 -17 -18 20 -20 -21 21 -23 -24 -25 -26
leaf_value=0.00060584696556055637 0.00014096083989171895 0.00045536618154342842 0.0014645849259096754 0.00046902638641630877 0.0011416410499057402 0.0012407553647090664 0.0016881593821704613 0.00090003471126439425 0.0013212871463489323 0.00084737479961881715 0.0015604281973601608 0.0018627057105657535 0.0012013889135967677 0.0013740898411529771 0.0014291988279623701 0.00048436855038806769 0.00077341188196372644 0.0016880985331225937 0.0011850063348541656 0.00088945887866956461 0.0015628893464460585 0.0013243724863402707 0.0014166941400450188 0.0014559455903099565 0.00028549842539169401
leaf_weight=95 62 56 76 64 53 52 52 57 81 64 94 67 548 732 52 52 67 78 100 52 72 122 52 77 63
leaf_count=95 62 56 76 64 53 52 52 57 81 64 94 67 548 732 52 52 67 78 100 52 72 122 52 77 63
internal_value=0 0.00128494 0.00132874 0.000552467 0.000640627 0.000829057 0.00135901 0.00084609 0.0013181 0.00111236 0.00133793 0.00146788 0.00131801 0.00130018 0.00167357 0.000702058 0.000951229 0.00141885 0.00130593 0.00106545 0.00148008 0.00141308 0.00157981 0.00154982 0.000378262
internal_weight=0 2589 2362 351 289 227 2267 162 1648 145 1503 619 1374 1280 119 109 171 500 176 104 324 194 130 129 127
internal_count=2940 2589 2362 351 289 227 2267 162 1648 145 1503 619 1374 1280 119 109 171 500 176 104 324 194 130 129 127
is_linear=0
shrinkage=0.0032998


Tree=5096
num_leaves=22
num_cat=0
split_feature=3 13 12 97 2 11 43 42 12 1 151 1209 3 2 483 13 12 12 42 2 49
split_gain=0.515722 0.360251 0.456712 0.33316 0.396359 0.453941 0.36216 0.591327 0.517945 0.438991 0.404529 0.360328 0.365806 0.250009 0.336377 0.199665 0.197519 0.380569 0.193497 0.139518 0.118358
threshold=0.11745500000000002 -0.11210999999999999 -0.16423499999999996 -0.0047149999999999996 0.08895500000000002 0.082770000000000024 0.0031350000000000002 0.096015000000000017 0.089210000000000025 0.10985500000000002 -0.088854999999999976 -0.06285499999999998 -0.13117499999999996 0.11454500000000002 0.057345000000000007 -1.0000000180025095e-35 0.084305000000000005 0.083310000000000009 0.090945000000000012 0.098180000000000003 0.087365000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 11 9 8 -8 10 -6 -5 -13 14 -12 -11 17 -14 -15 -10 -18
right_child=1 -3 -4 4 6 -7 7 -9 19 15 13 12 16 18 -16 -17 20 -19 -20 -21 -22
leaf_value=-0.0008592701351627319 0.020079890582289872 -0.0059177199427485512 0.00096681095340858734 0.001110325389285196 0.025511425466209398 0.028628308950589886 -0.016567225283896508 0.013778998443368336 0.010039696167336812 -0.004243335261618038 0.0084868025939616055 0.00027700825360990502 0.013232053152244985 0.025810233442734688 0.020353335228906345 0.0082825724339931316 0.0121828740842521 0.025418443503233794 0.011339232175078333 -0.0020929784700472773 0.019579549836803802
leaf_weight=64 55 84 100 72 60 53 52 99 53 71 575 58 203 54 77 73 850 114 52 54 67
leaf_count=64 55 84 100 72 60 53 52 99 53 71 575 58 203 54 77 73 850 114 52 54 67
internal_value=0 0.00294555 0.00776046 0.011112 0.0114033 0.0133205 0.00917495 0.00356555 -0.00278247 0.0106775 0.0121863 0.0127244 0.0133702 0.0111292 0.00989097 0.00209413 0.0139842 0.0176202 0.0187282 0.00389987 0.0127253
internal_weight=0 239 155 2701 2637 1417 1220 258 159 962 818 1364 1292 758 652 144 1234 317 106 107 917
internal_count=2940 239 155 2701 2637 1417 1220 258 159 962 818 1364 1292 758 652 144 1234 317 106 107 917
is_linear=0
shrinkage=0.16829


Tree=5097
num_leaves=37
num_cat=0
split_feature=3 0 3 16 40 42 2 2 3 47 52 13 3 2 13 16 0 0 160 15 16 2 1210 3 42 52 0 13 16 16 0 42 402 474 160 13
split_gain=11.7138 4.91258 4.30696 3.56258 2.2936 2.87239 1.85198 1.56745 1.26073 1.16483 0.859718 0.806749 0.714995 0.903058 0.962089 0.676107 0.620773 0.610158 0.505322 0.71816 0.467827 0.403581 0.391749 0.362732 0.236674 0.34971 0.343305 0.248073 0.204984 0.194207 0.349075 0.258929 0.163346 0.197088 0.158653 0.134369
threshold=-0.046079999999999989 -0.046614999999999997 0.28833000000000003 0.061775000000000004 -0.018084999999999997 -0.0047199999999999994 0.096435000000000007 0.10433000000000002 -0.10115999999999999 0.077735000000000012 -0.54340999999999984 -0.08620499999999999 -0.085674999999999987 0.084045000000000022 -0.083709999999999993 -1.0000000180025095e-35 -0.108275 -0.21196999999999996 0.0065900000000000012 0.10189000000000002 -0.031234999999999999 0.076510000000000009 -0.00092999999999999995 -0.073984999999999981 0.086435000000000012 -1.0000000180025095e-35 -0.09194999999999999 -0.066634999999999986 -0.083144999999999983 -0.088604999999999975 -0.087874999999999995 0.090375000000000025 0.081585000000000019 0.083685000000000023 -0.076594999999999983 0.036560000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 35 5 -2 12 9 -8 15 -5 -7 13 14 -1 -6 -4 -9 19 23 -13 -16 -15 -10 25 34 -27 29 -28 30 -26 -31 33 -24 -14 -3
right_child=2 3 16 10 7 11 8 17 18 -11 -12 20 24 22 21 -17 -18 -19 -20 -21 -22 -23 32 -25 27 26 28 -29 -30 31 -32 -33 -34 -35 -36 -37
leaf_value=0.0021946401592556628 0.0015412757115633167 0.00068458445150663505 0.00064395144011198833 0.001654993396359707 0.0011208251136948584 0.0010356239087163451 0.00087167656927468614 0.00071949244102718056 0.0013417356572907315 0.0018266794876602719 0.001119380707870501 0.0003752848805961621 0.0018533056236181556 0.0013045477382665287 0.0015611378916007088 0.0015321135038452961 0.00018509476593828449 0.00115708672134257 0.0016348533306690739 0.0016369052094069062 0.0007440583621286151 0.0019151739853191178 0.0015289369954561945 0.001020061939529868 0.0014604127038834204 0.0012827548401510742 0.0016704100112297946 0.0013029478918893252 0.0014449764622200918 0.0013488648654442453 0.0018108425963935567 0.0015332888749659197 0.0017729105758379287 0.0017471187725267446 0.0016176274399163865 0.00044530227427810117
leaf_weight=59 54 52 78 64 103 53 61 54 88 61 68 75 56 55 95 77 55 100 73 56 76 58 226 70 74 60 107 85 81 144 56 213 58 60 82 53
leaf_count=59 54 52 78 64 103 53 61 54 88 61 68 75 56 55 95 77 55 100 73 56 76 58 226 70 74 60 107 85 81 144 56 213 58 60 82 53
internal_value=0 0.00146696 0.000996156 0.00101832 0.00110643 0.000864021 0.0015224 0.00126468 0.00130403 0.00143119 0.00137934 0.000684575 0.00157082 0.00165962 0.00183463 0.00129696 0.000454464 0.00100387 0.0013958 0.00131409 0.000561126 0.00169558 0.00156655 0.00119944 0.00151414 0.00157853 0.00150328 0.00147062 0.00157347 0.00149982 0.00161164 0.001459 0.00160833 0.00157483 0.00171352 0.000564139
internal_weight=0 2154 786 237 653 258 1917 395 348 241 132 204 1569 611 212 180 133 154 287 214 151 153 399 158 958 386 248 572 188 487 130 357 344 286 138 105
internal_count=2940 2154 786 237 653 258 1917 395 348 241 132 204 1569 611 212 180 133 154 287 214 151 153 399 158 958 386 248 572 188 487 130 357 344 286 138 105
is_linear=0
shrinkage=0.0032998


Tree=5098
num_leaves=28
num_cat=0
split_feature=12 12 15 150 3 3 43 49 14 12 48 12 15 12 15 43 51 12 43 3 3 159 3 49 43 12 43
split_gain=6.85704 2.76181 1.99772 1.78895 1.03963 1.8552 1.18546 1.00614 0.856573 0.781263 0.627225 0.497908 0.449692 0.514125 0.412271 0.463271 0.345999 0.341438 0.311014 0.424882 0.504506 0.223687 0.215338 0.214239 0.217069 0.211889 0.0727584
threshold=0.078120000000000009 0.14523000000000003 -0.2987999999999999 0.08486500000000001 -0.011259999999999997 0.11878500000000002 -0.087099999999999997 -0.06017999999999999 -0.42227999999999993 0.099170000000000022 0.088750000000000009 0.084535000000000013 -0.025879999999999997 0.083335000000000006 -0.039149999999999997 -0.029255 -0.17370999999999998 -0.025219999999999996 -0.16130499999999998 -0.14186499999999996 -0.096949999999999995 0.040460000000000003 0.085090000000000013 0.077505000000000018 -1.0000000180025095e-35 -0.084509999999999988 -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=2 9 8 4 6 10 -4 17 -1 11 21 12 -2 -14 23 -16 -13 -5 -18 -20 -21 22 -6 24 -11 -10 -15
right_child=1 -3 3 7 5 -7 -8 -9 25 14 -12 16 13 26 15 -17 18 -19 19 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0008182523635911046 0.0010532781206663228 0.00041722346146603545 0.0010885512564001768 0.0005621240068529737 0.001536918497098308 0.00068316597093529604 0.00046125456652378787 0.00019144220452498208 0.00018330688027311991 0.00096356046626730214 0.00091134725426189665 0.0013588152069789734 0.0011384168951004525 0.0014486337329905603 0.0012987154170964051 0.00095814675592547575 0.00090256079574514247 0.00094114485724875439 0.0013720486337311208 0.00085938052492677954 0.0011581548217458517 0.0011401689022916617 0.0012582588070273431 0.0010286558920127099 0.00065987415731042734 0.00045344625283962503 0.0016188601041397771
leaf_weight=55 52 57 57 53 65 95 78 53 61 52 52 93 56 73 92 85 55 52 96 66 1158 52 61 97 53 67 54
leaf_count=55 52 57 57 53 65 95 78 53 61 52 52 93 56 73 92 85 55 52 96 66 1158 52 61 97 53 67 54
internal_value=0 0.0011348 0.000776687 0.00086643 0.000970586 0.00107192 0.000726374 0.000562968 0.000473426 0.00115443 0.00123234 0.00118471 0.00132679 0.00140432 0.00101827 0.00113536 0.00116194 0.000750165 0.0011486 0.00115883 0.00114207 0.00132591 0.00140229 0.000915488 0.000810607 0.000324983 0.00152129
internal_weight=0 2139 801 618 460 325 135 158 183 2082 230 1703 235 183 379 177 1468 105 1375 1320 1224 178 126 202 105 128 127
internal_count=2940 2139 801 618 460 325 135 158 183 2082 230 1703 235 183 379 177 1468 105 1375 1320 1224 178 126 202 105 128 127
is_linear=0
shrinkage=0.0032998


Tree=5099
num_leaves=30
num_cat=0
split_feature=1 3 155 2 2 0 16 0 3 0 157 1 2 41 0 16 0 3 13 4 43 0 403 15 1204 4 13 42 0
split_gain=25.4945 5.6569 2.28867 2.14987 2.06532 1.60271 1.80709 1.47843 1.43661 1.41138 1.24009 0.756763 0.855745 0.750264 0.620044 0.607052 0.584957 0.568241 0.501799 0.392468 0.459022 0.329894 0.276334 0.384528 0.237054 0.210884 0.201257 0.195312 0.102864
threshold=0.10398500000000001 -0.063264999999999988 0.091145000000000018 0.14290000000000003 -0.0050599999999999994 -0.060094999999999989 0.10134000000000001 -0.10228499999999999 -0.073614999999999986 -0.041534999999999996 -0.0048549999999999991 0.087225000000000011 0.08647500000000001 0.075585000000000013 -0.14534499999999997 0.3935300000000001 -0.09633499999999999 0.10766000000000002 -0.083709999999999993 0.046185000000000004 -1.0000000180025095e-35 -0.083619999999999986 0.10056500000000002 0.085915000000000019 -0.0034549999999999993 -0.082274999999999987 -0.087404999999999997 -0.093129999999999977 -0.17862999999999998
decision_type=2 2 2 2 2 2 2 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 9 4 -3 8 -7 17 13 21 -8 14 -13 16 -10 -12 26 -6 22 20 -16 -2 23 -18 25 -20 -1 -26 -19
right_child=1 3 -4 -5 7 6 10 -9 11 -11 15 12 -14 -15 19 -17 18 28 24 -21 -22 -23 -24 -25 27 -27 -28 -29 -30
leaf_value=0.0017845948074749955 0.0015655390725023346 0.00081835798180599937 0.0023276732061132872 0.00068790075764719419 0.00092484977606538171 0.0014461937660007285 0.0024027163475528368 0.0017196375734512984 0.0023320688974460299 0.0011564905677091816 0.0015617644875940298 0.0019441347224342332 0.0014590664576533624 0.0024677345359499078 0.002220866960416238 0.002036737607905344 0.0022021567345966277 0.0014476586820192277 0.002113290016867251 0.0017559568654266088 0.0018400211854467984 0.0019195715757269142 0.0019994585185422174 0.0024517231644883377 0.0021729712496550641 0.0023929748925182884 0.0020298794873887588 0.0020386111493024069 0.0012315343436166079
leaf_weight=69 52 96 55 103 56 96 59 93 57 63 56 94 70 70 78 64 289 52 79 81 65 69 52 92 161 52 88 577 52
leaf_count=69 52 96 55 103 56 96 59 93 57 63 56 94 70 70 78 64 289 52 79 81 65 69 52 92 161 52 88 577 52
internal_value=0 0.0013249 0.00173575 0.00110758 0.00123134 0.00204976 0.00181277 0.00138791 0.00208276 0.00155863 0.00200917 0.00191696 0.00173731 0.00213099 0.00202169 0.00181538 0.00211481 0.00119488 0.002138 0.00194255 0.002048 0.00176772 0.002231 0.00226251 0.00209162 0.00222458 0.0019223 0.00206797 0.00133994
internal_weight=0 691 239 452 349 2249 275 253 1974 184 179 445 164 1529 281 120 1459 160 1302 224 143 121 433 381 869 131 157 738 104
internal_count=2940 691 239 452 349 2249 275 253 1974 184 179 445 164 1529 281 120 1459 160 1302 224 143 121 433 381 869 131 157 738 104
is_linear=0
shrinkage=0.0032998


Tree=5100
num_leaves=21
num_cat=0
split_feature=4 1 155 1 47 123 4 51 15 1 0 0 4 1 15 0 49 43 4 0
split_gain=22.1643 6.15613 2.27181 1.91241 1.51477 1.22726 0.703548 0.596487 0.556439 0.637074 1.1523 0.912401 0.666088 0.520607 0.501478 0.395958 0.378505 0.307314 0.272287 0.255935
threshold=0.27998000000000006 0.10442000000000001 0.10022500000000002 0.13074500000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.42642000000000008 0.017990000000000003 0.13592500000000005 0.087225000000000011 -0.15184499999999998 -0.099704999999999974 0.032770000000000001 0.14646500000000004 0.025430000000000005 -0.06952499999999999 -0.049789999999999994 0.0052850000000000006 0.18095500000000003 -0.083414999999999975
decision_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 6 14 8 -2 -6 9 10 -1 -11 15 -5 16 -12 -3 19 -14 -13
right_child=3 2 -4 13 7 -7 -8 -9 -10 11 12 17 18 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0020005443065901538 0.0006123410882038434 0.00084367165562871413 0.0017344964917481722 0.0004729654484054432 0.0014129544373335556 0.0011787676307356805 0.0010314067299129202 0.00097050011329262323 0.0012493215339473248 0.0011543726926930007 0.0016524312076189912 0.0017530122625392139 0.0013473840797769002 7.3571838312499988e-05 0.0010463915211337601 0.0014964578161429896 0.00046503850483487716 0.0013495685439647907 0.0016038862533685034 0.0015362678045155059
leaf_weight=83 91 63 54 84 92 87 85 53 55 78 1126 81 148 62 58 217 54 74 68 259
leaf_count=83 91 63 54 84 92 87 85 53 55 78 1126 81 148 62 58 217 54 74 68 259
internal_value=0 0.00150021 0.00110754 0.000583195 0.00100164 0.00156472 0.000814931 0.00125147 0.00158004 0.00158855 0.00162 0.00148354 0.00159971 0.000303601 0.000794426 0.00162726 0.000669219 0.00154547 0.0014283 0.00158801
internal_weight=0 2650 374 322 320 2276 176 145 2189 2134 1642 492 1559 146 175 1343 117 414 216 340
internal_count=2972 2650 374 322 320 2276 176 145 2189 2134 1642 492 1559 146 175 1343 117 414 216 340
is_linear=0
shrinkage=0.0032998


Tree=5101
num_leaves=33
num_cat=0
split_feature=3 3 43 150 43 3 150 39 3 484 39 3 13 3 403 484 155 13 13 13 3 483 39 13 403 1213 13 13 159 43 51 43
split_gain=25.3461 8.53865 5.84607 2.51381 2.15809 1.62312 2.09186 1.61023 1.3686 0.967145 0.942826 0.674048 0.615535 0.550075 0.540041 0.510987 0.626462 0.613683 0.50503 0.47359 0.335174 0.323654 0.278039 0.271012 0.198138 0.307976 0.46043 0.221607 0.157787 0.192638 0.154928 0.0956089
threshold=-0.064349999999999991 0.28833000000000003 -0.035884999999999993 0.088985000000000009 -0.23538999999999996 -0.096099999999999977 0.083680000000000018 0.087880000000000014 0.11878500000000002 0.081380000000000022 0.0047850000000000011 -0.0045699999999999985 0.0083850000000000018 0.085880000000000012 -0.082179999999999989 -0.079829999999999984 0.088740000000000013 0.11671500000000001 -0.47365999999999991 -0.053249999999999999 -0.07908999999999998 -0.0064649999999999994 0.096625000000000016 -0.065239999999999979 -0.084294999999999981 -0.034719999999999994 -0.052124999999999998 -0.09330999999999999 0.040460000000000003 -0.077704999999999982 0.08290500000000002 -0.069944999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 8 -2 6 9 19 10 14 11 -4 20 -13 -1 -16 17 -17 -3 -6 21 -7 -9 28 25 -23 -27 -26 29 -22 -29 -31
right_child=1 18 3 -5 7 12 -8 22 -10 -11 -12 13 -14 -15 15 16 -18 -19 -20 -21 23 24 -24 -25 27 26 -28 30 -30 31 -32 -33
leaf_value=0.0019921774055395259 0.001427676334503499 0.00047714546261844225 0.0014391683444011372 0.00072963624883376575 0.0012003993601903086 0.0020087136236796748 0.00091244629171324484 0.00056404848845556066 0.001128833493438747 0.0012233927642912113 0.0012154603435095845 0.0020755372891534986 0.0014935339333691561 0.0016758183889207972 0.0019252061166916375 0.0013671071444643407 0.0018572264562566505 0.0017750620327688081 6.8045830011243848e-05 0.00078420614818230417 0.0019562853456469211 0.0020625594595590482 0.00025024289456147006 0.0015405701873298912 0.001585039895931821 0.0016121928609759012 0.0019309395675412646 0.0017619011077302028 0.0015755744552341546 0.0016067820965836926 0.0019418704061632533 0.0017722116322540994
leaf_weight=52 53 64 83 52 53 82 52 75 85 60 57 56 92 121 53 150 63 56 68 70 54 68 53 99 75 85 125 574 56 57 62 167
leaf_count=52 53 64 83 52 53 82 52 75 85 60 57 56 92 121 53 150 63 56 68 70 54 68 53 99 75 85 125 574 56 57 62 167
internal_value=0 0.00104153 0.00117642 0.00141367 0.000822006 0.00170698 0.00153944 0.000693975 0.00150206 0.00161448 0.00160203 0.00168664 0.00175798 0.00180248 0.00167713 0.00162614 0.00156708 0.00147818 0.000266664 0.000963828 0.00177414 0.00180597 0.000434389 0.00169532 0.00178912 0.00186593 0.00180209 0.00175904 0.00174109 0.0017743 0.0017795 0.00173027
internal_weight=0 890 758 454 304 2082 486 251 402 434 317 260 1596 177 374 322 269 206 132 123 1504 1071 128 433 989 278 210 711 334 278 636 224
internal_count=2972 890 758 454 304 2082 486 251 402 434 317 260 1596 177 374 322 269 206 132 123 1504 1071 128 433 989 278 210 711 334 278 636 224
is_linear=0
shrinkage=0.0032998


Tree=5102
num_leaves=23
num_cat=0
split_feature=4 0 4 2 12 15 2 4 14 2 4 48 151 48 2 483 15 159 159 15 156 159
split_gain=0.971057 0.484091 0.615343 0.464314 0.336215 0.770716 0.629385 1.01234 0.335356 0.305722 0.262819 0.302422 0.262752 0.209563 0.156248 0.153841 0.205948 0.176272 0.205023 0.284918 0.25274 0.168696
threshold=0.27258000000000004 0.0088250000000000012 0.41315500000000005 0.13388500000000003 1.0000000180025095e-35 0.021950000000000001 0.079770000000000021 -0.0046399999999999992 -1.0000000180025095e-35 0.11248000000000001 -0.078249999999999986 0.082705000000000015 0.015440000000000001 0.094275000000000012 0.105395 0.057345000000000007 -0.092489999999999989 -0.26414999999999994 -0.025904999999999994 0.087225000000000011 0.086995000000000017 -0.03145499999999999
decision_type=2 2 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 -4 -10 -8 -12 15 -5 -13 17 -17 -6 19 -19 -20 -18
right_child=1 -3 8 13 12 -7 10 -9 9 -11 11 14 -14 -15 -16 16 21 18 20 -21 -22 -23
leaf_value=-0.01927010391179269 -0.0068582759527506748 -0.0089834732759988215 0.021864530607856821 0.011261212286711576 0.022321096269473182 0.029087307435313185 0.020205307463253393 0.013931690345066082 0.0180245828552709 0.0023126249592162786 -0.00027160859314060321 0.0093047261911976351 0.026905084337550338 -0.0034842505992184929 0.02050852699764211 0.010792609097714369 0.017220708535762099 -0.0011356822345106742 0.016242785870589981 0.015853743703514382 0.0095681442043014219 0.027427265996761981
leaf_weight=52 61 56 70 56 98 60 89 52 54 101 65 98 64 53 56 55 89 52 1349 60 184 98
leaf_count=52 61 56 70 56 98 60 89 52 54 101 65 98 64 53 56 55 89 52 1349 60 184 98
internal_value=0 0.00530991 0.0081149 0.0148511 0.0153163 0.0112546 0.0086533 -0.00265193 0.0121823 0.00779806 0.0124765 0.00932733 0.0162511 0.00407492 0.0133905 0.0159067 0.0199079 0.0153501 0.0149338 0.00794976 0.0154428 0.0225792
internal_weight=0 342 286 2630 2521 472 412 104 225 155 308 219 2049 109 154 1985 242 1743 1645 112 1533 187
internal_count=2972 342 286 2630 2521 472 412 104 225 155 308 219 2049 109 154 1985 242 1743 1645 112 1533 187
is_linear=0
shrinkage=0.16829


Tree=5103
num_leaves=12
num_cat=0
split_feature=3 13 1452 14 15 3 4 160 16 3 3
split_gain=0.676785 0.539555 0.450781 0.346017 0.613524 0.544405 0.443778 0.258938 0.246012 0.228585 0.355892
threshold=0.12478500000000002 -0.11210999999999999 0.09086000000000001 -0.13131999999999996 -0.41956999999999994 0.085880000000000012 -0.081139999999999976 -0.54913999999999985 -0.26194999999999996 -1.0000000180025095e-35 -0.012814999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 -1 -5 7 -7 -6 -2 10 -9
right_child=1 -3 -4 4 5 6 -8 9 -10 -11 -12
leaf_value=0.02208312344426382 -0.0015605718322042241 -0.011068494551167476 0.025700577166332308 -0.0030450178649755106 0.024194777300928009 0.014273604962561106 -0.0047908968812615613 0.012427429032053188 0.012618299694091884 0.021307186891541999 0.0025041845904679571
leaf_weight=90 53 61 68 80 53 54 96 2133 99 77 108
leaf_count=90 53 61 68 80 53 54 96 2133 99 77 108
internal_value=0 0.00228981 0.012146 0.0118028 0.0114464 0.0119069 0.00206035 0.0125291 0.00766253 0.0122616 0.01195
internal_weight=0 213 2759 2691 2601 2521 150 2371 152 2318 2241
internal_count=2972 213 2759 2691 2601 2521 150 2371 152 2318 2241
is_linear=0
shrinkage=0.16829


Tree=5104
num_leaves=29
num_cat=0
split_feature=1 47 1 12 2 4 16 16 12 4 11 13 4 1 52 52 52 1455 1 13 1 12 16 4 1 49 4 12
split_gain=16.4403 3.28399 2.52251 2.48437 1.84542 1.74597 2.02155 1.36944 1.17477 1.06936 1.0066 0.962196 0.835712 0.763287 0.535661 0.567566 0.433196 0.380473 0.462401 0.496922 0.323084 0.492144 0.311105 0.294828 0.24808 0.205582 0.241648 0.152813
threshold=0.11230000000000001 0.084695000000000006 0.092845000000000025 0.088825000000000015 0.16002500000000003 -0.15615999999999999 -0.0093249999999999982 -0.061714999999999992 0.091495000000000007 -0.12685999999999997 1.0000000180025095e-35 -0.0015099999999999998 -0.081204999999999986 0.12000500000000001 -0.072144999999999987 0.023800000000000005 0.013340000000000001 -1.0000000180025095e-35 0.087225000000000011 -0.08156999999999999 0.079225000000000004 0.078120000000000009 0.16703000000000004 -0.067014999999999977 0.13558500000000004 0.059130000000000009 -0.0042499999999999994 0.086885000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 5 13 -4 11 -3 10 -10 17 -7 -11 -2 -5 -16 24 -1 20 -20 21 -19 25 -22 -15 26 -14 -21
right_child=1 7 3 14 -6 6 -8 -9 9 12 -12 -13 22 16 15 -17 -18 18 19 27 23 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0015898282501676589 0.00082397879078817719 0.0006697883324349365 0.0013910454767673895 0.0015666293652701528 -2.8243053472408708e-05 0.00065953504019464215 0.00018169322050401644 0.001313166565715925 0.00077697601078704267 0.0015739830735933499 0.0017773658029086874 0.0011970121454571187 0.0012791468704712425 0.00018194610136980689 0.0010559677236282239 0.001458013869546154 0.00070563055001957769 0.0011556138377522875 0.0014320118350694708 0.0009758239961083925 0.0014050923260160344 0.0014030061473083372 0.0010549453783154216 0.0017413569193206549 0.00047986229174427902 0.0014085323555075011 0.0010522985468312978 0.0012187379852251282
leaf_weight=94 92 62 54 75 68 74 55 87 52 86 76 72 198 56 92 67 52 100 75 65 63 821 102 55 68 85 72 54
leaf_count=94 92 62 54 75 68 74 55 87 52 86 76 72 198 56 92 67 52 100 75 65 63 821 102 55 68 85 72 54
internal_value=0 0.000637755 0.00130205 0.00108925 0.000456751 0.000863552 0.000721662 0.00104569 0.00135411 0.00123077 0.00140639 0.000924834 0.00127416 0.000579941 0.00133506 0.0012256 0.000452175 0.00138512 0.00136949 0.00122016 0.00139733 0.00137618 0.00121766 0.00156212 0.000345604 0.00126432 0.00121878 0.00108635
internal_weight=0 485 2487 489 336 255 201 149 1998 595 1403 146 543 268 234 159 176 1327 1233 194 1039 921 457 118 124 355 270 119
internal_count=2972 485 2487 489 336 255 201 149 1998 595 1403 146 543 268 234 159 176 1327 1233 194 1039 921 457 118 124 355 270 119
is_linear=0
shrinkage=0.0032998


Tree=5105
num_leaves=18
num_cat=0
split_feature=1 1 52 1209 51 16 52 4 4 151 42 1447 1444 16 12 11 51
split_gain=1.2781 0.479569 0.573891 0.503883 0.396734 0.312492 0.285511 0.394011 0.332219 0.322045 0.247623 0.185531 0.301435 0.182484 0.163133 0.185729 0.0621815
threshold=0.13707500000000003 0.090820000000000012 -0.41694999999999993 -0.08342999999999999 -0.083574999999999997 -0.116045 0.12371000000000001 -0.079524999999999985 -0.033649999999999992 0.055120000000000009 0.12462000000000002 -0.085804999999999979 -0.044864999999999995 -0.071444999999999995 0.11582000000000002 1.0000000180025095e-35 -0.088319999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 16 -1 -4 -2 7 -6 -9 -10 11 -5 -13 -8 15 -14 -3
right_child=5 2 4 10 6 -7 13 8 9 -11 -12 12 14 -15 -16 -17 -18
leaf_value=0.027222168549218238 0.0020042580230875298 0.021683094766812978 -0.0052579174356668429 0.0048763201080268999 -0.0085992678148624543 -0.013306602981499644 0.019426390292116815 0.016860841731714923 0.0028118966882969515 0.016847464768804086 0.00052122207395685692 0.025152352784608319 0.01215106405860372 0.0078919412037054913 0.0029031119359081104 0.021374231030534836 0.014216941020052935
leaf_weight=63 83 65 81 93 52 69 76 78 329 54 53 53 1538 81 52 65 66
leaf_count=63 83 65 81 93 52 69 76 78 329 54 53 53 1538 81 52 65 66
internal_value=0 0.0109032 0.00765026 0.0123989 0.00585382 -0.00493425 0.00719986 0.00527224 0.00684082 0.00479549 0.0118942 0.0122279 0.0126271 0.0134869 0.0122249 0.0125262 0.0179352
internal_weight=0 2799 882 1917 751 152 670 513 461 383 1854 1801 1708 157 1655 1603 131
internal_count=2951 2799 882 1917 751 152 670 513 461 383 1854 1801 1708 157 1655 1603 131
is_linear=0
shrinkage=0.16829


Tree=5106
num_leaves=20
num_cat=0
split_feature=4 2 39 13 2 4 13 39 2 14 4 4 43 43 15 4 16 2 4
split_gain=13.5373 4.54713 2.88779 1.85597 1.224 1.08821 0.901278 0.725283 0.657727 0.618247 0.56662 0.653205 0.515578 0.513369 0.43278 0.377733 0.45242 0.363703 0.306832
threshold=0.31392000000000003 0.14132000000000003 0.0039300000000000003 -0.16392499999999996 0.14019000000000004 -0.076164999999999997 -0.0096349999999999977 0.08955500000000001 0.10433000000000002 0.073890000000000011 -0.50393499999999991 -0.10701499999999999 -0.06372499999999999 -0.085594999999999991 -0.43587999999999999 0.0060300000000000015 -0.45743999999999996 0.078775000000000012 -0.0023699999999999997
decision_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 9 15 14 17 10 -5 -12 13 -4 -2 18 -17 -8 -7
right_child=4 -3 12 5 -6 6 8 -9 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=0.0006594168250326491 0.00080595373205686151 0.00038376669864696153 0.00086523787480307138 0.0015107672716294911 2.4285612237112775e-05 0.0011932039135250923 0.00088062044942629255 0.00020655643206592868 0.00075520351760049705 0.0016077172393000536 0.0010179224861670028 0.0012717314492127869 0.0010130492766543856 0.00045158944701608947 0.00047336107339897521 0.0012939485168132617 0.00098336448489108846 0.0011480652068361751 0.0013807713910367868
leaf_weight=74 76 89 60 87 75 608 78 64 95 59 135 649 58 73 99 73 179 204 116
leaf_count=74 76 89 60 87 75 608 78 64 95 59 135 649 58 73 99 73 179 204 116
internal_value=0 0.00111753 0.00114315 0.0011748 0.000392554 0.00119149 0.00113154 0.000507972 0.000993922 0.00127868 0.00125635 0.00122807 0.000752396 0.000638463 0.000618003 0.00118466 0.00107348 0.00107422 0.0012233
internal_weight=0 2637 2548 2357 314 2283 1353 239 377 930 871 784 191 133 175 976 252 282 724
internal_count=2951 2637 2548 2357 314 2283 1353 239 377 930 871 784 191 133 175 976 252 282 724
is_linear=0
shrinkage=0.0032998


Tree=5107
num_leaves=13
num_cat=0
split_feature=2 2 13 1375 14 13 39 14 9 0 0 4
split_gain=0.81822 0.472334 0.450776 0.353164 0.366503 0.330753 0.306329 0.325106 0.270332 0.269369 0.262286 0.0732732
threshold=0.14132000000000003 -0.0098549999999999974 -0.007069999999999999 -0.16449999999999998 0.020750000000000005 -0.16392499999999996 0.089030000000000012 -0.23083499999999998 0.083710000000000021 -0.108275 -0.037444999999999992 0.41248000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -3 5 -5 7 -7 -1 -9 11 -2
right_child=10 3 -4 4 -6 6 -8 9 -10 -11 -12 -13
leaf_value=0.01636214905771869 -0.0024311392620287122 -0.0029738613675793567 -0.0091178801150000287 0.00021166395211023769 0.021259038750597301 0.023959653306335441 0.001582879267176698 0.0054139334463180529 -0.00014226625049379245 0.01136669737357056 -0.012404611907080776 0.006288647877543809
leaf_weight=56 52 55 70 90 89 54 102 243 56 1975 52 57
leaf_count=56 52 55 70 90 89 54 102 243 56 1975 52 57
internal_value=0 0.00976455 0.00146411 0.0103431 0.0106307 0.0102461 0.0106257 0.0110309 0.0080939 0.0107153 -0.00256526 0.00211227
internal_weight=0 2790 182 2608 2553 2464 2374 2272 112 2218 161 109
internal_count=2951 2790 182 2608 2553 2464 2374 2272 112 2218 161 109
is_linear=0
shrinkage=0.16829


Tree=5108
num_leaves=18
num_cat=0
split_feature=2 10 42 15 15 403 12 156 12 15 15 156 15 15 12 42 403
split_gain=0.566194 0.42491 0.305075 0.29816 0.466517 0.279132 0.320565 0.306946 0.304762 0.287814 0.337716 0.529571 0.209027 0.159084 0.102786 0.172427 0.0278712
threshold=0.14132000000000003 1.0000000180025095e-35 0.12334500000000002 -0.035654999999999992 -0.26547499999999996 -0.088654999999999984 0.085005000000000011 0.11659000000000001 0.094115000000000018 -0.41956999999999994 -0.0080049999999999982 0.050840000000000003 -0.19631499999999999 0.084985000000000019 0.093910000000000007 0.089270000000000002 -0.23095499999999997
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 -2 6 -1 9 -9 -7 12 -12 -11 16 15 -15 -8
right_child=3 -3 -4 -5 -6 7 13 8 -10 10 11 -13 -14 14 -16 -17 -18
leaf_value=0.023719267179681106 -0.0086507887533072321 -0.0034399562367034772 -0.0038885472745408792 -0.012625235892348629 0.013383365876498212 -0.0025966360908901793 0.0081670789225462923 0.02612911566964814 0.0079312610831626627 0.018273683872680219 0.0068824005664015839 -0.0074676173543691757 0.0093666412735691606 0.010214027094981247 0.0084959753587056461 0.023105069938691086 0.0027548830870371601
leaf_weight=66 52 87 55 52 57 75 59 52 53 81 917 79 1026 59 69 60 52
leaf_count=66 52 87 55 52 57 75 59 52 53 81 917 79 1026 59 69 60 52
internal_value=0 0.0081216 0.00849439 -0.00213355 0.00285518 0.00875226 0.0130814 0.00805934 0.0169606 0.00762939 0.00799494 0.00574239 0.01002 0.0107273 0.0137167 0.0167288 0.00564782
internal_weight=0 2790 2703 161 109 2648 365 2283 105 2178 2103 996 1107 299 188 119 111
internal_count=2951 2790 2703 161 109 2648 365 2283 105 2178 2103 996 1107 299 188 119 111
is_linear=0
shrinkage=0.16829


Tree=5109
num_leaves=24
num_cat=0
split_feature=3 3 15 12 156 12 457 3 3 39 43 3 43 3 12 3 12 481 11 11 3 15 159
split_gain=13.461 5.07726 2.67253 2.16541 1.43192 1.36381 1.2075 1.38509 1.07731 0.996465 0.825104 0.679793 0.667209 0.616851 0.48612 0.317856 0.296573 0.207369 0.22 0.701249 0.549183 0.190461 0.163564
threshold=-0.046079999999999989 0.30863500000000005 -0.38214499999999996 0.10331000000000001 0.093155000000000002 0.056995000000000011 0.094310000000000019 -0.005644999999999999 0.11391500000000002 0.089155000000000012 -0.085594999999999991 -0.011629999999999998 -0.25708499999999995 -0.097199999999999995 0.083785000000000012 0.057935000000000007 0.11351500000000002 -0.086574999999999985 0.086175000000000015 0.077905000000000016 -0.10859999999999999 0.033605000000000003 0.090175000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 5 6 -1 7 10 15 -2 -4 -12 -5 -14 21 -9 -15 -16 19 20 -19 -7 -3
right_child=1 22 4 12 -6 14 -8 8 -10 -11 11 -13 13 16 17 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.00095120555337419521 0.00083440080254052753 9.2106649526345837e-05 0.0011285377080482832 0.0013803124681321625 0.0015373702497755454 0.0014438472531771193 0.00051179449720915816 0.0011584298408503085 0.00081489745036555396 0.00022264342501585518 0.00040011207321156273 0.00091658712810111583 0.00068215860358619229 0.0012297243818754013 0.0011876297385629293 0.001435931556613441 0.00096023630505720243 0.0010742732978375681 0.0012145215016315608 0.0017757389942869902 0.0013966030343882901 0.0017086352862719077 0.00033972367610585419
leaf_weight=79 52 67 59 62 57 55 53 79 61 66 59 53 54 85 61 111 98 61 79 52 1424 72 52
leaf_count=79 52 67 59 62 57 55 53 79 61 66 59 53 54 85 61 111 98 61 79 52 1424 72 52
internal_value=0 0.000827627 0.000942366 0.00133549 0.00104208 0.00137698 0.000982566 0.00104161 0.00119794 0.00049253 0.000811929 0.00064483 0.00107408 0.000993826 0.0013956 0.00132073 0.0010856 0.00138054 0.0013878 0.00139668 0.00138339 0.00159424 0.000200605
internal_weight=0 769 650 2182 532 1883 475 422 251 118 171 112 299 237 1804 190 183 1677 1616 1537 1485 127 119
internal_count=2951 769 650 2182 532 1883 475 422 251 118 171 112 299 237 1804 190 183 1677 1616 1537 1485 127 119
is_linear=0
shrinkage=0.0032998


Tree=5110
num_leaves=35
num_cat=0
split_feature=1 1 12 12 51 12 1 2 52 3 160 12 15 3 12 43 133 13 15 2 15 1 15 12 52 151 133 2 133 12 2 13 15 13
split_gain=44.8557 6.93578 4.27317 2.89127 2.78419 2.61923 1.97683 1.5852 1.53135 1.44186 1.03847 0.829733 0.79328 0.993326 0.897147 0.789375 0.66694 0.66032 0.629681 0.518378 0.46189 0.441503 0.430591 0.42902 0.378932 0.433405 0.320324 0.289552 0.267254 0.266668 0.252815 0.416367 0.155695 0.0953907
threshold=0.10398500000000001 0.13601500000000002 0.087255000000000013 0.056995000000000011 -0.10328999999999998 0.098595000000000016 0.086115000000000011 0.16993500000000003 -0.22118499999999996 -0.082974999999999979 -1.0000000180025095e-35 0.11878500000000002 -0.0039399999999999991 -0.15105999999999997 0.09227500000000001 -0.076179999999999984 -0.010024999999999997 -0.084509999999999988 0.090880000000000016 0.096325000000000008 0.062230000000000008 0.088785000000000017 -0.085259999999999989 -0.088999999999999982 -0.081164999999999987 -0.0032449999999999996 0.047685000000000005 0.10060500000000001 -0.016079999999999994 -0.041014999999999989 0.097695000000000018 -0.090744999999999978 0.084845000000000018 -0.00045499999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 -1 12 19 29 -4 -10 -2 20 14 -14 21 -8 28 -18 -19 -6 26 30 -17 -12 -25 -26 -7 -16 32 -3 31 -5 -15 -22
right_child=1 7 8 5 6 11 15 -9 9 -11 23 -13 13 16 27 22 17 18 -20 -21 33 -23 -24 24 25 -27 -28 -29 -30 -31 -32 -33 -34 -35
leaf_value=0.002509914395322701 0.0014749206328016295 0.0006923998355400574 0.0021875012296744402 0.0025344677169904404 0.0022651982358627568 0.0017825925747221164 0.0012350312501553037 0.00015729888846690467 0.0011853117700920887 0.001903520434425337 0.0012986343203460998 0.0016452752203990261 0.0027061858110860111 0.0025164304288692232 0.0017941689657730018 0.0014931708715691455 0.0019566794852426701 0.0024175030953723156 0.0021509283833345059 0.0018351226285430594 0.0023182101646945508 0.0019885052004960848 0.0019171712731940395 0.0011834105986678915 0.0010730315760070352 0.0006648966397304908 0.0020948036428980244 0.0021251953185422931 0.0026418097869795282 0.00101004861187705 0.0025039252986031077 0.0022156419182958087 0.0023357809481726779 0.0021078392953849594
leaf_weight=67 81 63 67 53 71 82 63 54 58 65 53 74 76 75 71 54 83 197 198 56 53 64 53 55 52 64 68 52 52 55 54 358 239 55
leaf_count=67 81 63 67 53 71 82 63 54 58 65 53 74 76 75 71 54 83 197 198 56 53 64 53 55 52 64 68 52 52 55 54 358 239 55
internal_value=0 0.00119759 0.001396 0.00217119 0.00190106 0.00222281 0.00176359 0.000626386 0.00178479 0.00156514 0.00115369 0.00195574 0.00227919 0.00234215 0.0021903 0.00153011 0.00230933 0.00222721 0.00228397 0.00207584 0.00204466 0.00224973 0.00170352 0.00103737 0.000956193 0.000848157 0.00192436 0.0019344 0.00241647 0.000840755 0.00228561 0.00225684 0.00237904 0.0022114
internal_weight=0 667 495 2268 364 1904 297 172 190 123 305 332 1572 920 652 170 844 478 395 127 258 529 107 224 171 116 150 123 366 118 465 411 314 108
internal_count=2935 667 495 2268 364 1904 297 172 190 123 305 332 1572 920 652 170 844 478 395 127 258 529 107 224 171 116 150 123 366 118 465 411 314 108
is_linear=0
shrinkage=0.0032998


Tree=5111
num_leaves=19
num_cat=0
split_feature=1 4 0 2 4 2 15 39 12 1 4 12 0 3 0 0 16 131
split_gain=20.3856 2.9794 2.13456 2.77457 1.85112 1.39513 1.37534 1.23992 1.13872 0.962782 0.859871 0.649199 0.62722 0.556922 0.556714 0.497862 0.256141 0.146619
threshold=0.10398500000000001 -0.39175499999999991 -0.0033699999999999993 1.0000000180025095e-35 0.27120500000000008 -1.0000000180025095e-35 -0.018024999999999996 0.0047850000000000011 0.11755500000000001 0.088035000000000016 -0.49269499999999994 -0.090874999999999984 -0.10462499999999998 0.085880000000000012 -0.051824999999999989 -0.14867499999999997 -0.5038649999999999 0.090375000000000025
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 5 7 -3 11 8 10 -9 -1 -5 16 14 15 -12 -13 -7
right_child=1 2 -4 6 -6 17 -8 9 -10 -11 13 12 -14 -15 -16 -17 -18 -19
leaf_value=0.0019548108591365622 0.001668226818655126 0.00088459671472831296 0.00039896192409410769 0.0011919857347086464 0.00099215119974511794 0.0016197491629966569 0.00032401914272963962 0.0015627086930734011 0.0012495494081381921 0.00096801206196245402 0.0019389104648523409 0.00078854498715008928 0.00059471807898451223 0.0013861132883404477 0.0013912639769875757 0.001655635529419617 0.0010848946248054128 0.0013824701480626271
leaf_weight=102 58 61 85 59 52 59 58 67 78 54 72 60 94 90 85 1668 71 62
leaf_count=102 58 61 85 59 52 59 58 67 78 54 72 60 94 90 85 1668 71 62
internal_value=0 0.000952907 0.000884723 0.000963453 0.00160931 0.00129291 0.000788026 0.00162378 0.0016426 0.0012976 0.00165778 0.000882664 0.000801396 0.00164194 0.00165454 0.00166738 0.000949431 0.00149846
internal_weight=0 667 609 524 2268 182 342 2216 2095 121 2017 284 225 1915 1825 1740 131 121
internal_count=2935 667 609 524 2268 182 342 2216 2095 121 2017 284 225 1915 1825 1740 131 121
is_linear=0
shrinkage=0.0032998


Tree=5112
num_leaves=17
num_cat=0
split_feature=8 14 48 13 151 43 11 13 43 51 42 13 42 151 42 48
split_gain=0.601408 0.500415 0.451266 0.296568 0.313322 0.285933 0.356642 0.253765 0.247353 0.354261 0.209007 0.168472 0.163603 0.159554 0.116639 0.0625054
threshold=0.084325000000000011 -0.2523999999999999 0.091045000000000015 -0.42246499999999992 0.098750000000000018 -0.11158 0.082770000000000024 0.0083850000000000018 -0.039649999999999998 0.022440000000000005 -0.042674999999999991 -0.15325499999999995 -0.093129999999999977 -0.064619999999999983 0.089470000000000008 0.11427000000000001
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 10 7 -7 9 13 12 -10 -5 -4 -12 -13
right_child=-2 2 8 4 -6 6 -8 -9 11 -11 14 15 -14 -15 -16 -17
leaf_value=-0.0022533774345414302 -0.0075941542965154768 0.023527827149063311 -0.0015535588845492594 0.016645740090272212 -0.00067162228413928217 0.010813543296652923 0.021234285799231815 0.0035440552793723299 0.00099061099048493328 -0.011097330445580984 0.026849010571844849 0.0090819796605647214 0.0051880152046166195 0.010451756622641651 0.015991020361262823 0.016217573138015248
leaf_weight=89 55 56 54 98 62 1790 88 148 52 52 64 82 56 74 52 63
leaf_count=89 55 56 54 98 62 1790 88 148 52 52 64 82 56 74 52 63
internal_value=0 0.0101526 0.0105488 0.0113951 0.0111062 0.011425 0.0107369 0.0102593 0.00512524 0.000604908 0.0165817 0.00924637 0.012491 0.00537298 0.0219971 0.0121947
internal_weight=0 2880 2791 2414 2358 2296 2026 1938 377 180 270 197 154 128 116 145
internal_count=2935 2880 2791 2414 2358 2296 2026 1938 377 180 270 197 154 128 116 145
is_linear=0
shrinkage=0.16829


Tree=5113
num_leaves=23
num_cat=0
split_feature=1 158 156 0 15 124 13 1 48 41 40 0 0 15 48 1 48 3 13 47 15 0
split_gain=0.548435 0.325435 0.31191 0.643675 0.37242 0.322878 0.255815 0.756331 0.332425 0.418253 0.280721 0.270419 0.353796 0.42926 0.268422 0.198688 0.197468 0.338826 0.172499 0.125917 0.120129 0.0846458
threshold=0.10910500000000002 0.10351500000000001 0.10307000000000001 -0.00077999999999999999 -0.018024999999999996 -0.064554999999999987 -0.089024999999999979 0.090485000000000024 0.090730000000000019 0.078385000000000024 -0.0020749999999999996 -0.23043999999999995 -0.09633499999999999 -0.10020499999999997 0.095980000000000024 0.11860000000000001 0.078735000000000013 -0.082474999999999979 -0.08620499999999999 0.096175000000000024 -0.2987999999999999 -0.09008999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 7 16 9 10 -8 -12 13 -13 -10 -7 17 -1 -14 -16 -17 -19
right_child=1 -3 -4 -5 -6 15 8 -9 14 -11 11 12 18 -15 19 20 -18 21 -20 -21 -22 -23
leaf_value=-0.0032324215584963109 -0.0056440415150666541 0.01579770004064961 0.013136528256714956 -0.014862725738002501 -0.0081453403348734302 0.0019950321612124218 0.019649573704135646 -0.011651086362220715 -0.0052882146419746283 0.025440964834398123 0.021407095367843527 0.014209487299383254 0.015830093594751824 -0.0039396335199504895 0.01209444408376532 0.0060734028892895859 0.017046076336647203 0.01577784982353482 0.0096197642236675925 0.0018562348492100068 0.016100291479966687 0.0075873916062787318
leaf_weight=71 56 53 61 67 67 83 86 63 66 53 55 55 141 112 80 55 63 60 1345 60 91 92
leaf_count=71 56 53 61 67 67 83 86 63 66 53 55 55 141 112 80 55 63 60 1345 60 91 92
internal_value=0 0.0032787 0.00189265 0.000251427 0.00313337 0.00579116 0.00925159 0.00502892 0.00996855 0.0106842 0.0102472 0.00977277 0.00938458 0.00202686 0.00354324 0.00859539 0.00870947 0.00634623 0.0102102 0.00771947 0.0123353 0.0108323
internal_weight=0 533 480 419 352 285 2402 349 2053 1847 1794 1708 1653 167 206 229 286 223 1486 140 146 152
internal_count=2935 533 480 419 352 285 2402 349 2053 1847 1794 1708 1653 167 206 229 286 223 1486 140 146 152
is_linear=0
shrinkage=0.16829


Tree=5114
num_leaves=25
num_cat=0
split_feature=1 1 123 0 133 12 160 156 1 12 11 160 13 0 0 1 0 1 51 12 0 43 13 1
split_gain=16.1718 2.51324 1.72823 1.1834 0.865835 0.838298 0.759558 0.687322 0.58083 0.530694 0.648828 0.515673 0.493471 0.475458 0.474178 0.443407 0.404192 1.00644 0.52503 0.335383 0.303341 0.234652 0.209835 0.201264
threshold=0.10921500000000002 0.13662500000000002 1.0000000180025095e-35 -0.076384999999999995 0.085650000000000018 0.11619500000000001 -0.54913999999999985 -0.00054499999999999991 0.096315000000000026 0.08401500000000002 0.080455000000000013 0.11189 -0.10142999999999998 -0.11656999999999999 -0.028049999999999995 0.086115000000000011 -0.14259999999999998 0.08413000000000001 0.11119000000000002 0.09253500000000002 -0.11991499999999998 -1.0000000180025095e-35 -0.24426999999999996 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=2 4 3 6 12 7 -1 -5 11 15 19 16 -2 -10 22 -9 17 -8 -18 -11 -14 -22 -3 -4
right_child=1 14 23 5 -6 -7 8 9 13 10 -12 -13 20 -15 -16 -17 18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.0016767289772762072 0.00059995060665765057 0.00022263979798484572 0.00098811720408318172 0.0015250911574235164 0.00044368445024537697 0.00072956476564793842 0.0017592401446870657 0.0011518838642187051 0.00085146826769767596 0.0013428279020037395 0.0015168694563696271 0.0010629874061298418 0.0007079213042467307 0.0012734588452482729 -2.062063751572707e-06 0.00074163691707272966 0.0013137686114095114 0.0011676800125821993 0.00097853132671848141 0.0010822034095759447 0.00089112912495083684 0.0011630353193207456 0.0005118187484813929 0.00070850630704626777
leaf_weight=56 75 52 53 53 81 53 71 54 60 68 56 94 58 58 53 63 1205 57 54 286 97 56 59 63
leaf_count=56 75 52 53 53 81 53 71 54 60 68 56 94 58 58 53 63 1205 57 54 286 97 56 59 63
internal_value=0 0.000593983 0.00123042 0.00125037 0.000745789 0.00112859 0.00129692 0.001165 0.0012836 0.00112872 0.00118497 0.00130146 0.000831227 0.00105919 0.000254057 0.000931283 0.00131759 0.00149609 0.00129942 0.00113237 0.000913267 0.000990881 0.000376665 0.000836563
internal_weight=0 531 2404 2288 367 633 1655 580 1599 527 410 1481 286 118 164 117 1387 128 1259 354 211 153 111 116
internal_count=2935 531 2404 2288 367 633 1655 580 1599 527 410 1481 286 118 164 117 1387 128 1259 354 211 153 111 116
is_linear=0
shrinkage=0.0032998


Tree=5115
num_leaves=17
num_cat=0
split_feature=1420 2 34 16 456 41 42 43 48 15 16 4 2 2 403 15
split_gain=0.420219 0.355997 0.469309 0.302317 0.312276 0.281392 0.250364 0.326499 0.226593 0.205369 0.307589 0.426985 0.246204 0.180774 0.164262 0.153208
threshold=-0.082824999999999982 -0.15154999999999999 -0.066379999999999981 -0.06533499999999999 0.088285000000000016 0.078150000000000011 -0.088249999999999981 -0.11366999999999998 0.10168500000000001 -0.11124499999999998 -0.40430999999999989 0.48395000000000005 0.090145000000000017 0.092545000000000016 0.10496000000000001 -0.033234999999999994
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 15 -8 9 10 11 -4 14 -14 -11 -5
right_child=1 2 3 4 -6 -7 7 -9 -10 12 -12 -13 13 -15 -16 -17
leaf_value=0.021332686439583342 0.018556103420839718 -0.0051858469402445402 0.019316487256124702 0.015216619965129708 0.015215698436239794 0.015979744062833871 -0.0085710864358878522 0.0036363165579391234 0.00034594114314990241 0.010840378353240532 0.021781340360042055 -0.00018409343384038454 -0.0036380201834030324 0.0062441032904624128 0.0030880244233777616 0.0041038532292022346
leaf_weight=56 69 97 58 81 79 56 66 1018 91 631 84 70 64 285 89 63
leaf_count=56 69 97 58 81 79 56 66 1018 91 631 84 70 64 285 89 63
internal_value=0 0.00659925 0.00630729 0.00671557 0.00493724 0.00430345 0.00376951 0.0028914 0.00848092 0.00905741 0.0138543 0.00863807 0.00810444 0.00442676 0.0098846 0.0103673
internal_weight=0 2901 2832 2735 1363 1284 1228 1084 1372 1281 212 128 1069 349 720 144
internal_count=2957 2901 2832 2735 1363 1284 1228 1084 1372 1281 212 128 1069 349 720 144
is_linear=0
shrinkage=0.16829


Tree=5116
num_leaves=15
num_cat=0
split_feature=45 151 49 11 106 2 3 160 3 160 16 14 2 16
split_gain=0.447369 0.388536 0.453311 0.378676 0.318694 0.271026 0.727716 0.399346 0.2948 0.444379 0.304458 0.248514 0.331685 0.0971006
threshold=0.08179500000000002 0.084725000000000009 -0.073139999999999983 0.093525000000000011 0.085275000000000004 0.082165000000000016 -0.11151499999999999 0.0088350000000000008 -0.095789999999999986 -0.081969999999999987 0.18286500000000003 -0.23835999999999999 0.13226500000000005 -0.24404999999999996
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 13 9 -7 -11 -10 -13 -8
right_child=-2 2 -4 -5 -6 8 7 -9 11 10 -12 12 -14 -15
leaf_value=0.026047212331175178 0.021056218945667508 0.025152502911993831 0.0038539578079508636 -0.0071634049954706468 -0.0076715997929332385 -0.013177370521635616 0.0019784616626360809 -0.0038596180449646154 0.016138487949297221 -0.00078627127801323554 0.012271556933749489 0.0058616336953098928 -0.0024909155920903227 0.0092472592568143708
leaf_weight=61 53 60 54 70 52 60 59 86 60 175 71 1461 148 487
leaf_count=61 53 60 54 70 52 60 59 86 60 175 71 1461 148 487
internal_value=0 0.00544158 0.0150795 0.00504713 0.00536203 0.00561673 0.00848325 0.00678515 0.00461 -0.000186141 0.00297515 0.00549041 0.00509223 0.00846509
internal_weight=0 2904 114 2790 2720 2668 693 632 1975 306 246 1669 1609 546
internal_count=2957 2904 114 2790 2720 2668 693 632 1975 306 246 1669 1609 546
is_linear=0
shrinkage=0.16829


Tree=5117
num_leaves=16
num_cat=0
split_feature=123 13 48 14 14 0 0 52 13 123 10 159 0 151 376
split_gain=6.47913 6.3513 1.56854 1.32723 0.984745 1.40508 1.02977 1.60537 0.78981 0.458105 0.652723 0.335403 0.319857 0.15496 0.0971069
threshold=1.0000000180025095e-35 -0.27740999999999993 0.13661500000000001 -0.31893999999999995 0.073890000000000011 -0.13619499999999998 -0.06612999999999998 -0.40011499999999994 -0.47365999999999991 0.10832000000000001 -0.00189 0.10333000000000002 -0.15445999999999996 -0.00016499999999999997 0.083295000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 5 12 11 -8 -1 10 -2 -7 13 -5 -12
right_child=9 2 -4 4 -6 6 7 -9 -10 -11 14 -13 -14 -15 -16
leaf_value=0.00077391670717041395 0.00043617550033408158 0.00074810182285103886 0.00069653169208416668 0.00094802960007274656 0.0016101115571877532 0.0013359287955803734 0.0014208997852674387 0.0010054833241207727 0.00024929078675386702 0.00041421091604777369 0.00077518783127832362 0.0011499575782637612 0.00077693691666954993 0.0011930806715410996 0.00095393675926636924
leaf_weight=59 54 53 54 55 94 1630 154 300 67 60 70 116 58 63 70
leaf_count=59 54 53 54 55 94 1630 154 300 67 60 70 116 58 63 70
internal_value=0 0.00121907 0.00125445 0.00126638 0.00127748 0.00126431 0.00128706 0.00114647 0.000495229 0.000667522 0.000745684 0.00132359 0.000979764 0.00107916 0.000864814
internal_weight=0 2703 2577 2523 2470 2376 2200 454 126 254 194 1746 176 118 140
internal_count=2957 2703 2577 2523 2470 2376 2200 454 126 254 194 1746 176 118 140
is_linear=0
shrinkage=0.0032998


Tree=5118
num_leaves=25
num_cat=0
split_feature=1 47 14 12 51 1 52 4 52 16 3 16 49 1 4 4 43 1429 49 160 16 1429 43 12
split_gain=12.607 2.4784 1.93971 1.43185 1.44437 1.06036 1.23054 0.871872 0.85804 0.745577 0.592477 0.565779 0.454587 0.42489 0.40173 0.388968 0.331115 0.313405 0.318927 0.331534 0.267071 0.260497 0.139589 0.0894052
threshold=0.11156000000000001 0.084695000000000006 0.073890000000000011 1.0000000180025095e-35 -0.097504999999999981 0.13074500000000003 -0.055844999999999992 0.049545000000000006 0.048535000000000002 -0.4193599999999999 -0.005644999999999999 -0.061024999999999989 0.11428500000000001 0.099765000000000006 0.0033150000000000007 -0.0014249999999999998 -1.0000000180025095e-35 0.084895000000000012 -0.073619999999999977 -0.53327999999999987 -0.057034999999999995 0.090345000000000023 -0.082024999999999987 0.091895000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 -1 14 -7 12 10 -8 13 -3 17 -6 -2 -12 -16 18 -5 -20 22 -19 -9 -24
right_child=1 11 -4 7 8 6 9 20 -10 -11 15 -13 -14 -15 16 -17 -18 21 19 -21 -22 -23 23 -25
leaf_value=0.0012309919848082676 0.0007252150768794958 0.00056294885072072061 0.0014700853790908428 0.0008335500232630426 0.00066284151730613429 -0.00028546205881723325 8.1498956816135652e-05 0.00077643070883422465 0.0010510699070513548 0.0005868100893589946 0.0010053196445755433 0.00096526205085110462 0.00078297290789269879 0.00026708798194556891 0.00019572227624783234 0.00064668521704140788 0.00053995787136014678 0.0014088202952013014 0.00083036591758419017 0.0010795663858084016 0.00068740227478406967 0.0010765722296775984 0.001077221061413113 0.00089305574152127062
leaf_weight=75 52 67 98 67 59 56 74 52 69 56 53 90 63 60 58 90 65 54 62 1385 77 52 61 62
leaf_count=75 52 67 98 67 59 56 74 52 69 56 53 90 63 60 58 90 65 54 62 1385 77 52 61 62
internal_value=0 0.000447556 0.00101451 0.000995426 0.00081685 0.000296877 0.000123153 0.00103288 0.000722904 0.000299442 0.000636344 0.000793799 0.00106007 0.000463598 0.000481319 0.000779852 0.000377922 0.00107082 0.00105852 0.00106891 0.000851151 0.00124616 0.000922999 0.000984676
internal_weight=0 518 2439 2341 406 361 186 1935 331 130 262 157 1683 119 175 143 123 1620 1514 1447 252 106 175 123
internal_count=2957 518 2439 2341 406 361 186 1935 331 130 262 157 1683 119 175 143 123 1620 1514 1447 252 106 175 123
is_linear=0
shrinkage=0.0032998


Tree=5119
num_leaves=11
num_cat=0
split_feature=44 482 482 4 482 1453 1212 16 16 3
split_gain=0.408603 0.245325 0.220214 0.288231 0.239532 0.184488 0.17641 0.191375 0.337592 0.213505
threshold=0.081710000000000019 -1.0000000180025095e-35 0.099240000000000009 -0.019794999999999997 0.088055000000000008 -0.077554999999999985 0.11930500000000001 -0.06533499999999999 1.0000000180025095e-35 -0.15870999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -3 7 9 -9 -7
right_child=-2 2 3 -5 -6 6 -8 8 -10 -11
leaf_value=-0.0048884281689885326 0.02109110706016153 0.014183342984334654 0.0054427175754899497 0.02274917600199514 -0.0035480899004679788 -0.0028973977057242611 0.014921301186989849 0.0011446143875014361 0.006788047914002858 0.0076111873745773606
leaf_weight=57 52 80 58 52 73 57 61 553 659 1255
leaf_count=57 52 80 58 52 73 57 61 553 659 1255
internal_value=0 0.00602562 0.00624468 0.0136403 0.00594691 0.00620767 0.00596015 0.00574286 0.0042146 0.00715327
internal_weight=0 2905 2848 110 2738 2665 2585 2524 1212 1312
internal_count=2957 2905 2848 110 2738 2665 2585 2524 1212 1312
is_linear=0
shrinkage=0.16829


Tree=5120
num_leaves=24
num_cat=0
split_feature=1 3 4 2 123 1 12 15 4 15 3 4 16 43 3 15 403 403 3 2 1447 16 12
split_gain=18.5801 3.22303 2.84302 1.7341 1.57571 1.36195 1.12008 1.01226 0.987253 0.955242 0.750017 1.382 0.689333 0.597528 0.456607 0.418739 0.458636 0.416193 0.361481 0.331545 0.266331 0.189625 0.296034
threshold=0.10910500000000002 -0.063264999999999988 0.31392000000000003 0.14132000000000003 1.0000000180025095e-35 0.121715 0.098595000000000016 1.0000000180025095e-35 -0.14345499999999997 -0.077474999999999988 0.088880000000000015 -0.029404999999999997 -0.116045 -0.049999999999999996 -0.11151499999999999 -0.081149999999999986 -1.0000000180025095e-35 0.052650000000000009 -0.073309999999999986 0.094985000000000014 -0.037349999999999994 -0.10850999999999998 0.083785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 9 6 -2 7 10 -9 13 17 -12 -5 -3 -8 -16 -17 20 -18 -6 -1 -10 -23
right_child=1 3 -4 12 19 -7 14 8 21 -11 11 -13 -14 -15 15 16 18 -19 -20 -21 -22 22 -24
leaf_value=0.0015898828187882589 0.0012852598003645834 0.00028393679250488652 0.00061351420060513689 0.00042176267691720827 0.0011656993742246604 0.00067656623064459519 0.0014944063290317821 0.0018951199516182584 0.0012986176276776702 0.00093079843459896786 0.0014720913263083577 0.0007267978669760651 -0.00010325808621681095 0.00068659424511776615 0.0013954524051724955 0.0013209285863053123 0.00079125599878351253 0.0011341700144906772 0.0011217178304434329 0.00079131712339106412 0.001382628831218907 0.0017165710866242931 0.0014679254529037667
leaf_weight=77 103 76 55 52 52 66 56 65 67 85 53 56 57 86 68 70 59 70 97 53 748 58 749
leaf_count=77 103 76 55 52 52 66 56 65 67 85 53 56 57 86 68 70 59 70 97 53 748 58 749
internal_value=0 0.000672317 0.00135645 0.00049399 0.00137347 0.00104775 0.00139161 0.00142267 0.00150089 0.000647023 0.00134948 0.00108951 0.000146887 0.000497911 0.00121907 0.0011665 0.00109746 0.00138111 0.000996961 0.000977061 0.00140202 0.00147153 0.00148584
internal_weight=0 525 2453 356 2398 169 2293 1943 939 247 1004 109 109 162 350 294 226 895 156 105 825 874 807
internal_count=2978 525 2453 356 2398 169 2293 1943 939 247 1004 109 109 162 350 294 226 895 156 105 825 874 807
is_linear=0
shrinkage=0.0032998


Tree=5121
num_leaves=22
num_cat=0
split_feature=1 34 13 12 12 2 12 12 1 160 52 0 0 41 52 43 0 160 1 12 13
split_gain=0.62015 0.676002 0.323424 0.418833 0.245791 0.376311 0.32437 0.301919 0.550575 0.696468 0.50405 0.231965 0.180471 0.288648 0.176747 0.233093 0.14799 0.44146 0.218925 0.147859 0.137007
threshold=0.11869500000000001 -0.083659999999999998 -0.073724999999999985 -1.0000000180025095e-35 0.083945000000000006 0.072175000000000017 0.084595000000000017 0.083535000000000012 0.084775000000000003 -0.082339999999999983 -0.054584999999999995 -0.085719999999999977 0.10923000000000001 0.078535000000000008 0.090675000000000019 -0.011714999999999998 -0.07106999999999998 -0.012529999999999998 0.096315000000000026 -0.041014999999999989 0.0024700000000000004
decision_type=2 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 11 8 14 -10 -11 -6 13 16 15 -7 18 -18 -8 -4 -21
right_child=2 4 19 -5 6 7 12 -9 9 10 -12 -13 -14 -15 -16 -17 17 -19 -20 20 -22
leaf_value=0.025164693586069029 0.00069661805342134968 -0.0086359832869791729 -0.0022394707974564563 -0.017845997061217842 0.009075133378156023 0.0099536661404034527 0.0083361415359933626 -0.0049376916409039056 0.0188902023137641 0.0046429823351882256 -0.010803764016018671 0.024691568743012354 0.014832645991246507 0.019753026426489965 0.0050001994825712966 0.022621891237827263 -0.010345410299966178 0.0066625259187852127 0.00035796316055416273 0.01347947760444209 0.0024695401877560595
leaf_weight=62 102 56 57 52 52 83 1272 66 60 156 97 57 98 52 52 83 53 233 106 65 64
leaf_count=62 102 56 57 52 52 83 1272 66 60 156 97 57 98 52 52 83 53 233 106 65 64
internal_value=0 0.00778782 0.00014597 -0.00555286 0.00736889 0.00454185 0.00832795 0.00578097 0.00711662 0.00258707 -0.00127219 0.017258 0.00779037 0.00738714 0.0136118 0.0162986 0.00699962 0.00350442 0.00772374 0.00487402 0.00803111
internal_weight=0 2638 340 154 2576 653 1923 597 531 313 253 109 1814 1716 218 166 1664 286 1378 186 129
internal_count=2978 2638 340 154 2576 653 1923 597 531 313 253 109 1814 1716 218 166 1664 286 1378 186 129
is_linear=0
shrinkage=0.16829


Tree=5122
num_leaves=17
num_cat=0
split_feature=49 10 1373 132 0 0 474 159 133 474 43 124 160 0 0 4
split_gain=0.428408 0.354859 0.267906 0.26164 0.390086 0.366613 0.435144 0.283161 0.263152 0.23477 0.23199 0.201469 0.135919 0.119266 0.232078 0.0815461
threshold=-0.23591499999999996 -0.089679999999999982 0.083280000000000007 0.085745000000000002 -0.064509999999999984 -0.037444999999999992 0.084795000000000023 0.08894500000000001 0.056015000000000002 0.023345000000000001 -0.083349999999999994 -0.077084999999999987 -0.061914999999999991 -0.0033699999999999993 0.048825000000000007 -0.074729999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 12 6 9 10 13 11 -8 -3 -5 -7 -15 -14
right_child=1 2 -4 4 -6 8 7 -9 -10 -11 -12 -13 15 14 -16 -17
leaf_value=0.020345222333278741 -0.0055696908550245559 -0.00048170609474324877 -0.0056207414295450812 -0.0018684568580246326 -0.0099550237696283891 0.016174818324872442 0.011274648559929717 -0.011832281301199123 0.020964492174749695 0.016751813677347824 -0.0023115931088072321 0.0066502743261122946 0.0032239882245850954 -0.002173446888914108 0.010984191683666105 0.012067945683251988
leaf_weight=56 80 119 57 56 69 55 53 55 71 62 108 1831 54 53 132 67
leaf_count=56 80 119 57 56 69 55 53 55 71 62 108 1831 54 53 132 67
internal_value=0 0.00547271 0.00578417 0.00601824 0.000769597 0.00652607 0.00576897 -0.00140218 0.0119441 0.00653973 0.00214974 0.00621412 0.00496053 0.00926807 0.00720499 0.0081359
internal_weight=0 2922 2842 2785 246 2539 2228 216 311 2012 161 1950 177 240 185 121
internal_count=2978 2922 2842 2785 246 2539 2228 216 311 2012 161 1950 177 240 185 121
is_linear=0
shrinkage=0.16829


Tree=5123
num_leaves=18
num_cat=0
split_feature=3 1211 1211 3 132 3 3 16 16 12 480 16 151 15 34 133 132
split_gain=0.447089 0.308191 0.410403 0.240893 0.237977 0.638781 0.498374 0.374226 0.235093 0.202202 0.167988 0.173563 0.177437 0.529896 0.19686 0.0405185 0.0301302
threshold=0.28833000000000003 0.076895000000000019 0.092615000000000017 0.41110500000000005 0.082230000000000011 -0.096949999999999995 -0.14186499999999996 0.11160500000000002 -0.08070999999999999 0.090995000000000006 0.092805000000000012 0.51430500000000012 0.0045550000000000009 -0.025879999999999997 -0.049569999999999996 0.089905000000000013 0.092675000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 6 -6 7 9 -4 -1 11 12 14 -14 -8 16 -7
right_child=3 2 8 -5 5 15 10 -9 -10 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=0.012972890249133309 -0.012876792027649492 0.024612997384207098 0.015063873156611018 0.0019022718121073218 -0.013955075340524765 0.0058865439131195133 0.012507568269780046 0.0043376914878829826 0.00021146404226398563 0.026410657745841809 0.011729132032956691 0.012346227085727657 0.0080614092397308622 -0.013981121765293184 0.0039690348268897639 0.0082782470641062748 0.000121408695209056
leaf_weight=77 59 52 54 66 69 52 80 87 69 55 88 72 66 58 1851 71 52
leaf_count=77 59 52 54 66 69 52 80 87 69 55 88 72 66 58 1851 71 52
internal_value=0 0.00521674 0.0120658 -0.00505907 0.0047685 -0.000235006 0.00527082 0.0129337 0.00674664 0.0185856 0.00451238 0.00421296 0.00392712 -0.00223432 0.00432371 0.00516436 0.00302125
internal_weight=0 2853 175 125 2678 244 2434 219 123 132 2215 2127 2055 124 1931 175 104
internal_count=2978 2853 175 125 2678 244 2434 219 123 132 2215 2127 2055 124 1931 175 104
is_linear=0
shrinkage=0.16829


Tree=5124
num_leaves=10
num_cat=0
split_feature=3 49 147 3 40 3 484 48 49
split_gain=0.327751 0.265698 0.293097 0.257214 0.255861 0.253368 0.205924 0.220366 0.219865
threshold=0.31351000000000001 -0.22463499999999997 0.08975000000000001 0.41720500000000005 0.0045850000000000005 -0.23098999999999997 -0.23621499999999998 0.11904500000000003 0.13281000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 5 -3 -7 8 -8
right_child=3 2 -4 -5 -6 6 7 -9 -10
leaf_value=0.015054072949392861 -0.013648597522532009 0.012943390191006855 -0.0056456719254680803 0.0028390845199003437 -0.0065682716216441195 -0.0044374596737042143 0.003988686820631822 0.013042556984220258 0.013778324172300066
leaf_weight=64 52 100 85 55 59 74 2338 84 67
leaf_count=64 52 100 85 55 59 74 2338 84 67
internal_value=0 0.00432187 0.00407653 -0.00515683 0.00438079 0.00462405 0.00429875 0.00455921 0.00426216
internal_weight=0 2871 2807 107 2722 2663 2563 2489 2405
internal_count=2978 2871 2807 107 2722 2663 2563 2489 2405
is_linear=0
shrinkage=0.16829


Tree=5125
num_leaves=13
num_cat=0
split_feature=3 9 41 3 3 15 15 2 2 42 2 15
split_gain=0.385049 0.589609 0.34824 0.373995 0.431269 0.463389 0.352702 0.209215 0.437327 0.225083 0.198481 0.179167
threshold=0.3148450000000001 0.08542000000000001 0.081500000000000017 -0.16100499999999998 -0.115685 0.033605000000000003 -0.40166999999999992 0.11543500000000002 0.11218000000000002 0.097140000000000018 0.10803500000000001 -0.47354999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 -5 11 8 -8 -9 -1 -6
right_child=-2 -3 -4 4 6 -7 7 9 -10 -11 -12 -13
leaf_value=0.019778375402876094 -0.0060806000969684873 0.018799185500020726 -0.0054172870652830687 -0.015953477843983169 0.0021487754034171433 0.0056511184994614307 0.0049524384318104728 0.014037317718959339 -0.010667136696967621 0.0025941825493715201 0.0059058742103314391 -0.011474936882935596
leaf_weight=68 98 81 102 61 54 52 2028 141 52 75 52 55
leaf_count=68 98 81 102 61 54 52 2028 141 52 75 52 55
internal_value=0 0.00464228 0.00422312 0.00459656 0.0041581 -0.00599564 0.00463592 0.00508035 0.00456109 0.0100723 0.0137819 -0.00470909
internal_weight=0 2821 2740 2638 2518 113 2405 2296 2080 216 120 109
internal_count=2919 2821 2740 2638 2518 113 2405 2296 2080 216 120 109
is_linear=0
shrinkage=0.16829


Tree=5126
num_leaves=14
num_cat=0
split_feature=8 39 2 3 43 160 52 474 1429 1429 48 2 160
split_gain=0.303654 0.441668 0.521204 0.335001 0.286936 0.22175 0.238989 0.221579 0.321515 0.278132 0.320186 0.280072 0.26391
threshold=0.08573500000000002 0.089030000000000012 0.12198500000000001 0.3148450000000001 -0.078409999999999994 -0.52641999999999989 0.40565000000000007 0.09018000000000001 0.086095000000000019 0.084770000000000012 -0.088594999999999993 0.084095000000000017 -0.075199999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -3 6 -1 9 -9 10 -7 -12 -11
right_child=-2 2 -4 -5 -6 7 -8 8 -10 12 11 -13 -14
leaf_value=0.018349352281666995 0.016072462622193338 -0.019719496506393274 0.0056873393015100786 -0.0075561642322818342 -0.0035121667256240519 0.016693870679223177 0.0037631090435884646 0.0028852908574266882 0.018594393628339426 -0.012880395408028532 0.00646143004345131 0.0022788425821369733 0.0034393827659674409
leaf_weight=64 54 58 91 70 67 54 64 80 69 56 655 1481 56
leaf_count=64 54 58 91 70 67 54 64 80 69 56 655 1481 56
internal_value=0 0.00332487 -0.00398842 0.00392188 -0.0110467 0.00423412 0.0110703 0.00387638 0.010172 0.0034681 0.00388688 0.00356227 -0.00470447
internal_weight=0 2865 216 2649 125 2579 128 2451 149 2302 2190 2136 112
internal_count=2919 2865 216 2649 125 2579 128 2451 149 2302 2190 2136 112
is_linear=0
shrinkage=0.16829


Tree=5127
num_leaves=11
num_cat=0
split_feature=403 1210 121 40 40 2 3 16 16 16
split_gain=0.365451 0.354868 0.294604 0.381002 0.348649 0.252597 0.228193 0.254742 0.335224 0.233152
threshold=-0.5407249999999999 -0.063274999999999984 -1.0000000180025095e-35 -0.085354999999999986 0.0073350000000000004 0.085005000000000011 -0.24190499999999995 -0.094174999999999995 -0.11082499999999999 -0.0093249999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 6 -2 -5 8 -8 -9
right_child=1 2 3 4 -6 -7 7 9 -10 -11
leaf_value=0.014484742655680172 -0.014602698779802014 0.015516239368893578 -0.008822464999838707 0.014052099109978268 -0.0084357849690934426 0 0.0019694238824855452 0.0060219907132905192 -0.009005376250162676 0.0022453988078386371
leaf_weight=76 54 53 77 57 71 88 488 978 94 883
leaf_count=76 54 53 77 57 71 88 488 978 94 883
internal_value=0 0.00265385 0.00308538 0.0028359 0.00318576 -0.00554176 0.00351653 0.00326998 0.000193775 0.00423105
internal_weight=0 2843 2701 2648 2571 142 2500 2443 582 1861
internal_count=2919 2843 2701 2648 2571 142 2500 2443 582 1861
is_linear=0
shrinkage=0.16829


Tree=5128
num_leaves=23
num_cat=0
split_feature=0 2 0 0 150 15 160 4 156 4 15 15 42 2 0 4 39 2 4 42 2 1
split_gain=0.321875 0.335947 0.355102 0.31807 0.285173 0.197375 0.243731 0.196145 0.194176 0.193156 0.250921 0.949344 0.231442 0.276951 0.216353 0.19361 0.172297 0.145914 0.13857 0.157207 0.119378 0.0235763
threshold=0.098975000000000021 -0.069044999999999981 -0.08645499999999999 -0.085894999999999985 0.083205000000000015 0.09827000000000001 -0.42038999999999993 -0.39175499999999991 0.086995000000000017 -0.086394999999999986 -0.0090849999999999976 0.079600000000000018 0.087745000000000004 0.092450000000000018 -0.10339499999999999 0.42642000000000008 0.08456000000000001 0.10859000000000001 -0.052959999999999993 0.094010000000000024 0.084485000000000018 0.09518500000000002
decision_type=2 2 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 -5 -8 -6 -3 12 -12 15 -14 -13 16 -11 21 19 -7 -16 -2
right_child=17 2 3 4 8 18 7 -9 -10 10 11 14 13 -15 20 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.012521939295867453 0.0014329891849314302 0.00753559883813787 0.01685541700683061 -0.0083524632833398074 0.018605587192150583 0.01546030394888996 0.012188003569065768 0.0021217594139753926 0.0054889931500617809 0.0027974930555020585 -0.023559367743217929 0.009123708858233253 0.0019067311991356358 -0.011733548688623464 0.0016903230033939343 0.012313481800179639 -0.0062651938738664346 -0.011692548602325794 0.0013703971495025967 0.0048313296669704828 -0.0088428593270748791 -0.0036198705934295137
leaf_weight=99 52 93 54 60 57 81 58 1033 74 466 60 60 90 79 65 53 68 57 73 78 57 52
leaf_count=99 52 93 54 60 57 81 58 1033 74 466 60 60 90 79 65 53 68 57 73 78 57 52
internal_value=0 0.00289152 0.00253228 0.00415458 0.00370039 0.00298777 0.002083 0.00265855 0.0112099 0.000199051 -0.000482816 -0.00520048 0.00102496 -0.00445886 0.000842036 0.00260684 0.00164008 -0.00484592 0.0074688 0.0102574 -0.00321619 -0.00107617
internal_weight=0 2758 2659 1568 1514 1383 1151 1091 131 1091 998 242 756 169 182 587 534 161 232 159 122 104
internal_count=2919 2758 2659 1568 1514 1383 1151 1091 131 1091 998 242 756 169 182 587 534 161 232 159 122 104
is_linear=0
shrinkage=0.16829


Tree=5129
num_leaves=20
num_cat=0
split_feature=4 3 39 14 48 0 4 3 0 12 51 11 0 12 3 158 3 3 4
split_gain=17.7281 5.05014 2.73682 1.72879 0.816313 0.758771 0.755144 0.656034 0.521689 0.519133 0.517351 0.516885 1.05699 0.933554 0.607203 0.397378 0.32379 0.247894 0.238522
threshold=0.27998000000000006 0.28833000000000003 0.0047850000000000011 -0.45687499999999998 0.092600000000000016 -0.105195 0.046185000000000004 -0.010434999999999998 -0.067969999999999989 0.11755500000000001 -0.015159999999999998 1.0000000180025095e-35 -0.10726999999999999 0.087135000000000004 -0.115685 0.019155000000000002 0.11878500000000002 -0.060719999999999989 -0.013125
decision_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 -2 8 16 9 -7 -4 11 -8 12 18 -13 -14 17 -5 -12 -1
right_child=3 -3 4 5 -6 7 10 -9 -10 -11 15 13 14 -15 -16 -17 -18 -19 -20
leaf_value=0.0013140892775877393 0.0010992366752198442 0.00043707345579717822 0.0013485222316229953 0.00081419289668028779 0.00073251997168527808 0.00053123239275699747 0.0011070768787136318 6.7982503393235937e-05 0.00094209951330704201 0.0011928197319427513 0.0012028320526388889 0.0020255581711419238 0.0012107313206385665 0.0014712125523545967 0.0015075686992641133 0.0016145195810802174 0.0004774545629692753 0.0014770938948679754 0.0009961162546403481
leaf_weight=52 56 58 90 62 60 63 100 71 57 68 100 54 80 88 1618 65 64 59 54
leaf_count=52 56 58 90 62 60 63 100 71 57 68 100 54 80 88 1618 65 64 59 54
internal_value=0 0.00140074 0.00142269 0.000572879 0.0010584 0.000459374 0.00145493 0.000286042 0.00119117 0.00147885 0.00130614 0.00148882 0.00147358 0.00168227 0.0014936 0.00139485 0.000643431 0.00130482 0.00115244
internal_weight=0 2603 2545 316 207 260 2338 134 147 2014 324 1946 1804 142 1698 224 126 159 106
internal_count=2919 2603 2545 316 207 260 2338 134 147 2014 324 1946 1804 142 1698 224 126 159 106
is_linear=0
shrinkage=0.0032998


Tree=5130
num_leaves=23
num_cat=0
split_feature=1 0 157 3 3 52 0 0 0 133 1375 130 0 52 3 12 133 0 13 15 42 1
split_gain=0.57484 0.542381 0.470317 0.436967 0.314673 0.312523 0.289273 0.285312 0.628808 0.298725 0.175588 0.186732 0.274479 0.22598 0.496291 0.252574 0.331308 0.248866 0.186 0.140443 0.139535 0.209562
threshold=0.089245000000000005 -0.22984499999999997 -0.071544999999999984 0.41110500000000005 0.12168500000000002 -0.068039999999999975 -0.11262999999999999 -0.15445999999999996 -0.10071499999999999 0.087455000000000019 1.0000000180025095e-35 -0.068059999999999982 -0.09633499999999999 0.008405000000000001 -0.09738999999999999 0.086085000000000009 -0.0094199999999999978 -0.084914999999999977 0.065520000000000009 -0.089604999999999976 0.078120000000000009 0.081720000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 5 4 7 -3 20 -4 -9 -10 11 -8 19 14 -14 16 -15 -16 -17 -13 21 -1
right_child=1 2 3 -5 -6 -7 10 8 9 -11 -12 12 13 15 17 18 -18 -19 -20 -21 -22 -23
leaf_value=0.019483694534002199 -0.015358022188389827 0.0027123429159771669 0.010615804368063881 0.013065993659724311 -0.011838096015456059 0.018868922150890925 0.010203663645604261 -0.01502564774076811 0.0020037257753278987 -0.0064375491304234783 0.0099316297470910166 -0.00043013179766132696 -0.011146151305117953 0.0030701232529631653 -0.0021748825303660414 0.0018358780725433442 0.017872973949181852 0.0050558055611616935 0.011630095573416314 -0.01205300486570926 0.0034390727997262532 0.0054300230830792275
leaf_weight=69 71 92 52 54 92 54 86 95 437 163 98 67 88 85 212 435 87 369 63 53 61 54
leaf_count=69 71 92 52 54 92 54 86 95 437 163 98 67 88 85 212 435 87 369 63 53 61 54
internal_value=0 -0.00112704 -0.00015284 -0.0016023 -0.00254852 0.00870037 0.00372765 -0.00140202 -0.00230378 -0.000286493 0.00301744 0.0025777 0.00212696 0.00281887 0.000627896 0.00500388 0.0105681 0.00241432 0.00307851 -0.00557854 0.0100596 0.0133284
internal_weight=0 1110 1039 893 839 146 1827 747 695 600 1643 1545 1459 1339 669 670 172 581 498 120 184 123
internal_count=2937 1110 1039 893 839 146 1827 747 695 600 1643 1545 1459 1339 669 670 172 581 498 120 184 123
is_linear=0
shrinkage=0.16829


Tree=5131
num_leaves=14
num_cat=0
split_feature=11 52 1375 12 0 401 4 4 48 124 124 12 15
split_gain=0.380973 0.590902 0.39918 0.26139 0.368564 0.2835 0.257873 0.300646 0.290642 0.250409 0.226611 0.190031 0.175028
threshold=0.08776500000000001 -0.06860999999999999 -0.10702499999999998 -0.11319999999999998 0.10923000000000001 0.083100000000000021 0.27258000000000004 0.42405000000000009 -0.088594999999999993 -0.048219999999999992 -1.0000000180025095e-35 0.08598500000000002 0.087825000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 8 -8 -5 -10 -9 -7 -13
right_child=1 -3 3 4 -6 11 7 10 9 -11 -12 12 -14
leaf_value=-0.011959263454645418 0.0037691296492220402 -0.019547603025235626 0.010895720449969996 0.014000614255007858 0.011978023589288286 0.014215185985596771 -0.011816245042048201 0.0081499105715297469 -0.0073698308555072293 0.0016594497265028259 -0.0055986546177061404 -0.0013378459191328359 0.00941662919609061
leaf_weight=57 63 60 96 52 100 73 92 62 91 1945 75 87 84
leaf_count=57 63 60 96 52 100 73 92 62 91 1945 75 87 84
internal_value=0 -0.00759028 0.00197567 0.00226442 0.00195236 0.00156018 0.000984683 -0.00437423 0.00157328 0.001255 0.00061021 0.00701768 0.00393455
internal_weight=0 123 2814 2757 2661 2561 2317 229 2088 2036 137 244 171
internal_count=2937 123 2814 2757 2661 2561 2317 229 2088 2036 137 244 171
is_linear=0
shrinkage=0.16829


Tree=5132
num_leaves=21
num_cat=0
split_feature=1 13 13 16 474 13 42 1 4 16 50 50 42 41 159 50 13 52 42 124
split_gain=0.340336 0.364687 0.731174 0.37262 0.346169 0.260363 0.190181 0.256085 0.557653 0.304137 0.176207 0.183094 0.168988 0.210691 0.15246 0.255006 0.251773 0.218183 0.143271 0.0584829
threshold=0.089245000000000005 -0.18997999999999995 -0.094609999999999986 -0.20132999999999998 0.095575000000000007 -0.082419999999999979 0.11745500000000002 0.093390000000000015 -0.049279999999999997 -0.0093249999999999982 0.12170000000000002 0.11160500000000002 0.12017000000000001 0.084515000000000021 -0.034019999999999988 0.093020000000000019 -0.035924999999999992 0.11916 0.08919500000000001 -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=10 3 -3 -2 5 19 7 8 -7 -9 11 12 13 14 16 17 18 -16 -1 -4
right_child=1 2 4 -5 -6 6 -8 9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.0016462506810041337 0.017735269460610388 -0.019220760558947659 0.0019654024071162784 -0.00060120377560903752 0.010492258242174896 -0.022459137979163823 0.0050342587625385824 0.0014336234823729126 0.0011785153761176444 -0.0064626664912383449 -0.0063956137270821962 0.011659111290793913 0.011952826813733445 -0.0079539362578351092 0.0030851417681308922 -0.0088073991190655426 0.017175975633461994 -0.0066241456401100974 0.008997463468598841 0.0099607955466727936
leaf_weight=74 56 66 52 71 70 59 76 288 54 265 58 67 54 54 1272 58 52 69 69 53
leaf_count=74 56 66 52 71 70 59 76 288 54 265 58 67 54 54 1272 58 52 69 69 53
internal_value=0 -0.00101341 -0.00211126 0.00747002 -0.000877868 -0.00181967 -0.00293123 -0.00384291 -0.0111474 -0.00234706 0.0027219 0.00302185 0.00268079 0.00237588 0.00272695 0.00211066 0.00713925 0.00258422 0.00347696 0.00601828
internal_weight=0 1110 983 127 917 847 742 666 113 553 1827 1769 1702 1648 1594 1399 195 1341 143 105
internal_count=2937 1110 983 127 917 847 742 666 113 553 1827 1769 1702 1648 1594 1399 195 1341 143 105
is_linear=0
shrinkage=0.16829


Tree=5133
num_leaves=14
num_cat=0
split_feature=457 484 11 2 40 158 132 12 401 12 160 12 2
split_gain=0.283308 0.211023 0.236393 0.268148 0.218215 0.248113 0.250848 0.463777 0.289337 0.195641 0.192409 0.224561 0.0868105
threshold=0.11129500000000002 -0.084954999999999989 0.086175000000000015 0.10656 0.088710000000000011 0.11186000000000001 0.10779000000000001 -0.092484999999999984 0.086390000000000008 0.092355000000000007 0.065425000000000025 0.089135000000000006 0.087210000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 -4 5 6 7 -3 -9 -8 12 -12 -1
right_child=-2 2 3 -5 -6 -7 9 8 -10 -11 11 -13 -14
leaf_value=0.0064372212963533784 -0.01007096500960852 -0.011131770510362498 -0.01350609939669095 0.0015290174997269642 0.011223131646933478 0.011289863740587661 0.016129756702082668 0.00024487802417151355 0.0068026189810415491 0.0015591976490989393 -0.0067727621297259738 0.0087892632452428125 0.01542283651198431
leaf_weight=65 63 95 67 67 61 65 52 1974 211 53 53 52 59
leaf_count=65 63 95 67 67 61 65 52 1974 211 53 53 52 59
internal_value=0 0.00133467 0.000909559 -0.00597513 0.00127768 0.00102932 0.000748932 0.00037773 0.000878965 0.0087922 0.00623689 0.000917035 0.0107271
internal_weight=0 2874 2645 134 2511 2450 2385 2280 2185 105 229 105 124
internal_count=2937 2874 2645 134 2511 2450 2385 2280 2185 105 229 105 124
is_linear=0
shrinkage=0.16829


Tree=5134
num_leaves=28
num_cat=0
split_feature=1 155 1 4 4 131 1 1 16 4 15 150 4 4 15 160 42 16 48 1 4 43 43 1 4 16 42
split_gain=33.1021 4.72212 3.01688 2.93415 2.00703 1.21567 0.979543 0.941207 1.22799 0.856098 0.848415 0.78557 0.627991 0.601903 0.620321 0.566183 0.561373 0.438622 0.438361 0.773502 0.327014 0.306601 0.393926 0.266302 0.246468 0.229364 0.136436
threshold=0.10442000000000001 0.10022500000000002 0.13686500000000004 0.27020000000000005 0.27420500000000009 0.088160000000000002 0.090795000000000015 1.0000000180025095e-35 -0.12653999999999996 -0.12685999999999997 -0.42443999999999993 1.0000000180025095e-35 0.27998000000000006 -0.068809999999999996 -0.0025249999999999995 -0.07163499999999999 0.089110000000000009 -0.026479999999999997 0.083775000000000002 0.083960000000000021 0.032770000000000001 -1.0000000180025095e-35 0.0010300000000000003 0.088135000000000005 0.50027500000000014 -0.093484999999999985 0.095330000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 5 17 7 9 -9 -1 -4 15 -12 25 20 -8 -16 -2 19 -10 -15 -17 -23 -21 -6 -11 -27
right_child=1 -3 10 -5 24 -7 11 8 18 13 12 -13 -14 14 16 21 -18 -19 -20 23 -22 22 -24 -25 -26 26 -28
leaf_value=0.0012700492615213932 0.0010336437387144912 0.0016961022249882627 0.00065683404688634075 0.00087897844681830933 0.00043289222193185407 0.0013928332205306367 0.0012747358635049665 0.0022794305559838291 0.0021322469985049345 0.0019378060309873841 0.00038014049713272149 0.0010940135416347958 -0.00010441103291977188 0.0016673938923652408 0.0011910954618407452 0.0014680156959014641 0.0016108456191934399 0.00070018309691416815 0.0014594583028541238 0.0015862974073126883 0.0014981099775270373 0.0018707066551739383 0.0015018978319673952 0.0018107024213840609 0.00067960180616581547 0.0017257702541450734 0.0015710712652916463
leaf_weight=72 94 55 54 58 81 71 70 52 57 52 63 52 54 513 77 92 65 81 55 117 171 79 55 123 100 445 79
leaf_count=72 94 55 54 58 81 71 70 52 57 52 63 52 54 513 77 92 65 81 55 117 171 79 55 123 100 445 79
internal_value=0 0.000770398 0.000685199 0.001613 0.000833569 0.0010278 0.00163211 0.00166205 0.00180394 0.00162314 0.000314501 0.00147043 0.0001562 0.00164125 0.00158363 0.00153644 0.00138348 0.0008795 0.0017336 0.00178425 0.00162512 0.00161734 0.00171959 0.00170145 0.000569391 0.00172382 0.00170251
internal_weight=0 653 598 2284 427 246 2226 1878 404 1474 171 348 117 1402 826 296 142 175 352 297 684 226 134 240 181 576 524
internal_count=2937 653 598 2284 427 246 2226 1878 404 1474 171 348 117 1402 826 296 142 175 352 297 684 226 134 240 181 576 524
is_linear=0
shrinkage=0.0032998


Tree=5135
num_leaves=19
num_cat=0
split_feature=1 52 4 1 12 14 41 4 0 4 0 0 52 16 48 16 15 13
split_gain=19.2 3.56911 2.2334 1.89572 2.59904 1.21155 0.918458 1.37115 1.32848 0.884927 0.782722 0.699828 0.618314 0.591828 0.487825 0.589183 0.469071 0.366856
threshold=0.10398500000000001 -0.41694999999999993 0.27020000000000005 0.12646500000000002 0.088325000000000015 0.073890000000000011 0.079160000000000008 -0.50393499999999991 0.051660000000000005 0.5124550000000001 -0.11073999999999999 -0.079249999999999987 -0.082554999999999976 -0.097664999999999988 0.08956500000000002 -0.26194999999999996 -0.070454999999999976 -0.011954999999999999
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 12 6 7 -1 10 14 13 -12 -3 -9 15 -5 17 -14
right_child=1 3 -4 9 -6 -7 -8 8 -10 -11 11 -13 16 -15 -16 -17 -18 -19
leaf_value=0.0017439162697139902 0.0013527262411549398 0.00022016897872472458 0.00063779527145431749 0.00036594717185883764 0.0011727751424233468 0.0016907048239640646 0.00087355809029484948 0.001304060172892923 0.00085570598274458288 6.8015998757016847e-05 0.0013728303330602285 0.001230249560541005 0.0005676385010643753 0.00090522284337561773 0.00026387012742518074 0.00085131580815568306 0.00037994057408772197 0.0009412844236383769
leaf_weight=76 71 52 55 52 102 89 55 76 74 80 1209 553 59 89 67 58 55 57
leaf_count=76 71 52 55 52 102 89 55 76 74 80 1209 553 59 89 67 58 55 57
internal_value=0 0.000653904 0.00129591 0.000568592 0.000736164 0.00131219 0.00129637 0.00130755 0.00129096 0.000356544 0.00130766 0.0013281 0.000536301 0.00108914 0.000486753 0.000622189 0.000632229 0.000751544
internal_weight=0 653 2276 582 325 2221 2132 2077 2001 257 1927 1762 223 165 177 110 171 116
internal_count=2929 653 2276 582 325 2221 2132 2077 2001 257 1927 1762 223 165 177 110 171 116
is_linear=0
shrinkage=0.0032998


Tree=5136
num_leaves=19
num_cat=0
split_feature=1 3 4 1 39 1 12 4 3 14 3 1 4 48 150 1 1 0
split_gain=24.2844 5.25928 2.1485 1.34126 1.22248 1.39088 1.26692 1.312 1.62259 1.1369 1.0576 0.971174 0.800546 0.70125 0.659332 0.616337 0.637824 0.546581
threshold=0.10398500000000001 -0.057749999999999989 0.41939500000000002 0.11690500000000002 0.0047850000000000011 0.088035000000000016 0.11878500000000002 -0.50393499999999991 0.092005000000000017 0.073890000000000011 -0.115685 0.080320000000000016 0.50944500000000004 0.088005000000000014 0.08486500000000001 0.11883500000000001 0.11097000000000001 -0.079249999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 15 14 6 -6 7 -1 9 10 11 -9 13 -5 -3 16 -2 -12
right_child=1 3 -4 12 5 -7 -8 8 -10 -11 17 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0019707528596358444 0.0012462579397015383 0.00097835590501315945 0.00059890958772952586 0.00074781769750387162 0.0014998503731606849 0.00079425259702289375 0.0010982564032128305 0.0015258096718324917 0.001070496300085711 0.0019298517967086923 0.0015728314560900388 0.00092667354744263943 0.00018039850905962314 0.00032950556921376039 0.00051164865200641616 0.0010684979161247018 0.0017331996401333621 0.0014386663443717394
leaf_weight=71 61 92 55 93 66 57 78 57 87 76 1263 62 100 83 52 59 58 459
leaf_count=71 61 92 55 93 66 57 78 57 87 76 1263 62 100 83 52 59 58 459
internal_value=0 0.000772375 0.0011701 0.000551646 0.00149439 0.00117315 0.00151272 0.00152829 0.00151259 0.00153264 0.00151622 0.00121395 0.00041669 0.000550746 0.000810067 0.0013464 0.00148389 0.00153709
internal_weight=0 653 233 420 2276 123 2153 2075 2004 1917 1841 119 276 176 144 178 119 1722
internal_count=2929 653 233 420 2276 123 2153 2075 2004 1917 1841 119 276 176 144 178 119 1722
is_linear=0
shrinkage=0.0032998


Tree=5137
num_leaves=19
num_cat=0
split_feature=1 52 1 123 2 14 2 0 41 2 2 4 3 0 3 52 3 3
split_gain=24.3335 5.60023 3.03518 1.76463 1.7123 1.20652 1.15146 1.09403 1.04907 0.983207 0.980925 0.867171 0.721252 0.699501 0.504825 0.40885 0.273943 0.195624
threshold=0.10540500000000001 -0.40011499999999994 0.12313000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.073890000000000011 -1.0000000180025095e-35 -0.068189999999999987 0.079160000000000008 0.13751000000000005 0.12336000000000001 -0.50393499999999991 0.085090000000000013 -0.079249999999999987 -0.017704999999999995 -0.069059999999999996 0.11745500000000002 0.12955000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 7 8 -4 -3 10 -8 11 -1 13 -13 -6 -14 -16 -11
right_child=1 2 6 -5 14 -7 9 -9 -10 17 -12 12 15 -15 16 -17 -18 -19
leaf_value=0.0020492458084468085 0.0018352215919100418 0.0017258565485722384 0.0002011328472654269 0.0012116736246897929 0.000633682416684023 0.0020719032876532397 0.0010116958276485892 0.0010588926963767088 0.0012234708794074309 0.00038025350878934816 0.0012823273311045934 0.0017408082823868398 0.0016501775276730915 0.0015969639017696451 0.0011760687388534807 0.0012532021224120555 0.00083807464680091444 0.0006374961727356296
leaf_weight=74 67 54 67 89 66 86 72 54 56 55 65 1293 52 526 52 65 55 81
leaf_count=74 67 54 67 89 66 86 72 54 56 55 65 1293 52 526 52 65 55 81
internal_value=0 0.00093354 0.00082482 0.00166867 0.00106616 0.001687 0.00057809 0.0013927 0.00167145 0.000699345 0.00168352 0.00169648 0.00168298 0.00169923 0.000862099 0.00142994 0.00100266 0.000533723
internal_weight=0 623 556 2306 281 2217 275 108 2131 208 2075 2010 1936 1819 173 117 107 136
internal_count=2929 623 556 2306 281 2217 275 108 2131 208 2075 2010 1936 1819 173 117 107 136
is_linear=0
shrinkage=0.0032998


Tree=5138
num_leaves=17
num_cat=0
split_feature=1 4 147 9 0 1375 0 16 4 16 13 1 42 4 16 1
split_gain=0.835029 0.414809 0.366064 0.33979 0.265558 0.422894 0.399758 0.763166 0.256815 0.279845 0.180729 0.250275 0.178512 0.150019 0.229345 0.788439
threshold=0.12040000000000002 0.5124550000000001 0.090425000000000019 0.037245000000000007 -0.14164999999999997 -0.083119999999999986 -0.10726999999999999 -0.33811499999999994 0.036605000000000006 -0.085264999999999994 0.23637000000000002 0.10471000000000001 0.083925000000000013 0.078235000000000013 -0.011964999999999998 0.087960000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 12 -6 7 -7 -2 -10 11 -8 13 14 15 -1
right_child=1 -3 -4 -5 5 6 10 -9 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0010853524680277779 -0.006570035399582108 -0.01205855733483769 -0.0054621996177332023 0.019255364242579075 0.020052771899962973 0.0085098191508664617 0.0065089476805210789 -0.018551643545741073 -0.00027857700097690423 0.014325788873300979 0.01374709757630607 -0.00041069723152298391 0.020576670503286546 0.017412360063776874 -0.0021613108154245018 0.026691483092918064
leaf_weight=65 77 90 68 63 60 65 1772 54 97 60 88 161 52 53 52 52
leaf_count=65 77 90 68 63 60 65 1772 54 97 60 88 161 52 53 52 52
internal_value=0 -0.00234702 0.0067083 0.00703521 0.0067233 0.00610627 0.00571441 -0.00375508 0.00138051 0.00529127 0.00627287 0.00593168 0.011671 0.00957694 0.00710904 0.0112446
internal_weight=0 324 2605 2537 2474 2200 2140 119 234 157 2021 1933 274 222 169 117
internal_count=2929 324 2605 2537 2474 2200 2140 119 234 157 2021 1933 274 222 169 117
is_linear=0
shrinkage=0.16829


Tree=5139
num_leaves=16
num_cat=0
split_feature=10 33 10 10 160 51 159 159 3 150 48 0 12 52 16
split_gain=0.518708 0.292562 0.32638 0.695342 0.271672 0.255379 0.229009 0.243768 0.308374 0.298853 0.2103 0.131386 0.191683 0.0961776 0.0623565
threshold=0.057650000000000007 0.084300000000000014 -1.0000000180025095e-35 -0.23313499999999995 0.061085000000000007 -0.036744999999999993 0.11848000000000002 0.107145 0.11878500000000002 0.10871000000000001 0.082425000000000012 -0.087359999999999979 0.087745000000000004 -0.082894999999999983 -0.087969999999999979
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 8 9 -4 11 -7 -13 -12 -10
right_child=-2 -3 4 -5 5 10 -8 -9 14 -11 13 12 -14 -15 -16
leaf_value=0.010021455511807194 -0.0093529068779363532 0.017622535957748559 0.0046266716560357845 -0.015866399717681934 0.019175173764926591 0.0057323673438312963 -0.0049183163950880073 0.016027634933494316 -0.0001843449707712995 0.014555877935314987 0.0066048095220137782 0.021590411129550093 0.0081660171493469005 -0.0030775400483188642 -0.0077598845896498488
leaf_weight=55 72 52 1953 63 63 92 70 54 71 90 57 55 68 59 55
leaf_count=55 72 52 1953 63 63 92 70 54 71 90 57 55 68 59 55
internal_value=0 0.00510167 0.00486892 -0.0037848 0.00524961 0.00933621 0.00454664 0.00484549 0.00456627 0.00506496 0.0074581 0.0105755 0.0141834 0.00166468 -0.00350539
internal_weight=0 2857 2805 118 2687 394 2293 2223 2169 2043 331 215 123 116 126
internal_count=2929 2857 2805 118 2687 394 2293 2223 2169 2043 331 215 123 116 126
is_linear=0
shrinkage=0.16829


Tree=5140
num_leaves=19
num_cat=0
split_feature=4 40 3 11 2 2 2 42 3 42 4 0 0 16 51 0 3 0
split_gain=14.7884 3.56374 2.53801 1.74976 1.51918 1.50203 1.10769 1.06576 0.969473 0.604482 0.582805 0.643504 0.445934 0.395868 0.323369 0.300902 0.255738 0.134911
threshold=0.31392000000000003 -0.034699999999999988 0.28833000000000003 1.0000000180025095e-35 0.10510500000000002 0.13966500000000001 0.093670000000000017 -1.0000000180025095e-35 -0.086254999999999984 0.088685000000000014 -0.47860499999999995 -0.046614999999999997 -0.076734999999999984 -0.067654999999999979 -1.0000000180025095e-35 -0.23028499999999999 -0.079774999999999985 -0.15184499999999998
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 10 9 -5 -1 -6 16 -3 15 -9 -10 -15 -12 -2 -18
right_child=5 2 -4 6 8 -7 -8 12 13 -11 11 -13 -14 14 -16 -17 17 -19
leaf_value=0.0015795385576677378 0.0012637245539392451 0.0019600572270929294 0.00091521371542908913 0.0022468896526487807 0.00097079233768477364 0.00045795535511662715 0.0017004003889396757 0.0012403821208947768 0.0016971790490764556 0.00072717965159135682 0.0014042812014319578 0.0012877182800365881 0.00088773732920281333 0.0015205973033050643 0.0012361485335154012 0.0016461664829935676 0.0011034015583946154 0.00086131155151318865
leaf_weight=52 56 60 56 77 52 87 87 68 63 79 60 60 95 97 83 1715 53 52
leaf_count=52 56 60 56 77 52 87 87 68 63 79 60 60 95 97 83 1715 53 52
internal_value=0 0.00157458 0.00161093 0.00162747 0.00160276 0.000830175 0.0019572 0.00116692 0.00138172 0.000964958 0.00163715 0.00162658 0.00103507 0.00146951 0.00138963 0.00163801 0.00108141 0.000983845
internal_weight=0 2625 2410 2354 2190 327 164 215 295 240 1895 1835 163 243 180 1775 161 105
internal_count=2952 2625 2410 2354 2190 327 164 215 295 240 1895 1835 163 243 180 1775 161 105
is_linear=0
shrinkage=0.0032998


Tree=5141
num_leaves=28
num_cat=0
split_feature=15 159 12 1348 51 16 3 2 12 42 157 2 12 13 157 133 13 15 159 50 15 159 52 16 1 157 16
split_gain=0.56228 0.360628 0.377242 0.351048 0.468515 0.304676 0.377656 0.958498 0.41021 0.422095 0.36302 0.323465 0.312463 0.305672 0.26468 0.273424 0.345698 0.227638 0.224734 0.250936 0.213519 0.185983 0.177988 0.17113 0.160814 0.138071 0.0302916
threshold=-0.2987999999999999 0.087060000000000012 -0.079404999999999989 0.084895000000000012 -0.025069999999999999 -0.096149999999999985 -0.080884999999999985 0.096435000000000007 0.084175000000000014 0.096015000000000017 -0.028954999999999998 0.11523000000000001 0.092475000000000016 -0.14847499999999997 -0.087424999999999989 0.087400000000000019 -0.08620499999999999 -0.033234999999999994 0.0089800000000000019 0.11875500000000001 0.082225000000000006 0.082200000000000009 0.0030150000000000008 -0.20132999999999998 0.107725 -1.0000000180025095e-35 -0.51287499999999986
decision_type=2 2 2 2 2 2 2 2 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 11 7 8 20 -10 -8 13 -9 -6 -2 16 -16 22 19 -12 -7 24 -15 -19 -18 -17 -13
right_child=3 -3 -4 -5 5 6 10 12 9 -11 18 26 -14 17 15 25 21 23 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.019138309311923903 -0.00026279480688616217 0.0050984979117128289 -0.00085681754828944971 -0.0071637961784474036 0.022717684647160188 0.0018418193840684647 -0.0053125615875783631 -0.022710537987089875 0.0063388229172106 -0.008666959032337565 0.0099509524872611818 0.0029985071742703621 -0.0043862945798189912 -9.6164238768108729e-05 0.025975016204684526 0.011858525140522382 0.006281762850736527 0.021489680962759192 -0.0024990742675046391 -0.0017697740081122001 -0.012923227397673298 0.017939757669489329 0.0094902166843662799 0.0088330204124422822 0.017023700432254839 0.00092528420384850542 -0.0027442994346702481
leaf_weight=56 59 91 75 58 52 52 65 53 616 58 534 52 53 90 58 54 159 57 54 57 59 96 139 66 53 84 52
leaf_count=56 59 91 75 58 52 52 65 53 616 58 534 52 53 90 58 54 159 57 54 57 59 96 139 66 53 84 52
internal_value=0 -0.00302722 -0.00868552 0.00577483 0.00605635 0.00490336 0.00376195 0.00145209 0.00348222 0.00504486 0.00665813 0.00849706 -0.0135654 0.0106517 0.0103723 0.0116208 0.0140306 0.00886413 0.00786727 0.00881749 -0.00599008 0.0117755 0.0057148 0.0147129 0.00897572 0.00521653 0.000109829
internal_weight=0 222 131 2730 2672 2109 1601 891 785 674 710 508 106 404 563 504 366 352 645 591 111 308 229 123 212 138 104
internal_count=2952 222 131 2730 2672 2109 1601 891 785 674 710 508 106 404 563 504 366 352 645 591 111 308 229 123 212 138 104
is_linear=0
shrinkage=0.16829


Tree=5142
num_leaves=17
num_cat=0
split_feature=4 39 13 457 0 0 4 0 4 15 4 0 48 49 4 0
split_gain=26.2561 6.34971 4.16686 1.89827 1.37007 1.44301 1.28975 1.18781 0.977904 2.08554 1.01321 0.802172 0.658466 0.56304 0.243347 0.10654
threshold=0.31392000000000003 0.08252000000000001 -0.16392499999999996 0.11129500000000002 -0.14867499999999997 -0.12851999999999997 0.032770000000000001 -0.076734999999999984 0.51395000000000002 -0.43091499999999999 0.42118000000000005 -0.021574999999999997 0.083980000000000013 -0.0086549999999999978 0.15641500000000003 -0.093874999999999986
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 11 -3 9 -2 -11 -7 -4 -9 -8 -10
right_child=8 7 3 -5 5 6 14 13 15 10 -12 -13 -14 -15 -16 -17
leaf_value=0.0010803261483979094 0.0013478235500323063 0.0014443502262871651 0.0022944836451430639 0.0011648181160549562 0.0012768214646008123 0.0018548021802191317 0.0015244356002691182 0.00072322888187607653 0.00056267429813654072 0.00086073077711279521 0.00032381809606717811 0.0016252061721129345 0.0018250844749955215 0.0011745817830117135 0.0017506964290147386 0.00034853994359935168
leaf_weight=94 64 102 89 52 60 1592 199 58 52 94 65 188 53 64 74 52
leaf_count=94 64 102 89 52 60 1592 199 58 52 94 65 188 53 64 74 52
internal_value=0 0.00171269 0.00176229 0.00179006 0.00180446 0.00178327 0.00179805 0.00118087 0.000720922 0.000844341 0.00064146 0.00183057 0.00211953 0.000960293 0.0015859 0.000455946
internal_weight=0 2625 2401 2307 2255 2113 2053 224 327 223 159 1780 142 122 273 104
internal_count=2952 2625 2401 2307 2255 2113 2053 224 327 223 159 1780 142 122 273 104
is_linear=0
shrinkage=0.0032998


Tree=5143
num_leaves=22
num_cat=0
split_feature=156 0 16 16 0 156 160 0 16 11 403 0 1454 0 49 16 0 51 16 0 156
split_gain=0.459534 0.34061 0.230961 0.525728 0.358545 0.210979 0.394377 0.483137 0.214891 0.208673 0.197979 0.215583 0.303189 0.285461 0.318406 0.453014 0.16713 0.168714 0.159723 0.148898 0.0911486
threshold=0.083125000000000018 -0.024974999999999997 0.033280000000000011 -0.14239499999999997 0.10923000000000001 0.092415000000000011 -0.086854999999999988 -0.085784999999999986 0.053305000000000012 1.0000000180025095e-35 -0.53447999999999996 -0.12851999999999997 0.072345000000000007 -0.14259999999999998 -0.070754999999999985 -0.5061699999999999 -0.11214999999999999 0.13881000000000002 -0.018754999999999997 -0.15445999999999996 0.11837500000000002
decision_type=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 -2 -8 -7 10 -1 13 16 14 -12 -16 -13 -18 -14 -11 -10
right_child=5 2 4 -5 -6 8 7 -9 20 19 11 12 18 -15 15 -17 17 -19 -20 -21 -22
leaf_value=-0.0036647750590437607 0.0026819382359766228 0.003291318768652126 -0.006340438925720295 -0.018932768470134968 0.012075415978579033 0.00057923402024678567 0.031085116546637898 0.010794005478817075 0.015198107850468948 0.005568385816647748 0.014145760673132226 0.015497190152343427 -0.0090945812501071616 -0.0095177168288426168 0.011126706467510619 -0.0067410751398621575 0.0057887551761348875 0.015054028801737559 0.0037172659990756928 0.017289419744371131 0.0070702988120116125
leaf_weight=74 55 68 54 54 67 88 59 77 76 57 60 56 55 59 64 108 1557 58 55 68 83
leaf_count=74 55 68 54 54 67 88 59 77 76 57 60 56 55 59 64 108 1557 58 55 68 83
internal_value=0 0.00462409 -0.00135841 -0.00653085 0.00384192 0.0105354 0.0147448 0.01961 0.0072731 0.00526502 0.00487427 0.00518011 0.00587418 0.000926037 0.00358974 -8.21528e-05 0.00643786 0.00612261 -0.00267233 0.011959 0.0109666
internal_weight=0 2514 243 122 121 438 191 136 247 2271 2146 2072 1781 291 232 172 1671 1615 110 125 159
internal_count=2952 2514 243 122 121 438 191 136 247 2271 2146 2072 1781 291 232 172 1671 1615 110 125 159
is_linear=0
shrinkage=0.16829


Tree=5144
num_leaves=27
num_cat=0
split_feature=1 1 3 2 14 10 2 2 0 2 42 2 2 50 3 3 43 403 3 43 0 159 43 42 43 0
split_gain=36.3835 6.84119 3.57865 2.74402 2.17063 1.97827 1.77472 1.1469 0.879925 0.873183 0.75467 0.729168 1.11962 0.695496 1.0854 0.689225 1.68519 0.564908 0.59324 0.545734 0.933531 0.501974 0.357789 0.276521 0.424714 0.192435
threshold=0.10398500000000001 0.13257000000000002 -0.049204999999999992 0.092005000000000017 0.073890000000000011 -0.063134999999999983 0.11504500000000002 -1.0000000180025095e-35 -0.068189999999999987 0.12336000000000001 0.086245000000000002 -1.0000000180025095e-35 0.13913500000000004 0.08956500000000002 0.092005000000000017 0.14029000000000003 -0.049364999999999992 -0.53379499999999991 0.081495000000000012 -0.048179999999999994 -0.067434999999999981 0.10384500000000001 -0.081189999999999984 -0.036704999999999995 0.054875000000000007 -0.081864999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 7 -3 10 -1 17 13 -2 -7 -13 14 19 16 25 -9 21 20 22 -19 -5 -21 -25 -4
right_child=1 5 15 9 -6 11 -8 8 -10 -11 -12 12 -14 -15 -16 -17 -18 18 -20 23 -22 -23 -24 24 -26 -27
leaf_value=0.0016286692755715477 0.0015652470057270112 6.6574631569098482e-05 0.00073298659640806815 0.0019534806211349404 0.0026393465977962408 0.00048107924231490467 0.0011173536335843726 0.0016880196323700073 0.0024312659053732939 0.001464139738075737 0.0020249388355930223 0.0013096371141841402 0.00066466623072423796 0.0021243312948788316 0.0013660262450084729 0.0007252720431480111 0.0014952113077885392 0.0020762869633708233 0.0017107737070276015 0.0021369853544485904 0.0013920494959277464 0.0017782701097641882 0.0016785739430312768 0.0019943524807886108 0.0016574115255644391 0.0010134981123170357
leaf_weight=76 71 52 52 140 66 54 52 52 63 73 89 52 68 87 56 52 88 1107 57 72 63 67 86 139 60 58
leaf_count=76 71 52 52 140 66 54 52 52 63 73 89 52 68 87 56 52 88 1107 57 72 63 67 86 139 60 58
internal_value=0 0.00110281 0.00133302 0.00196944 0.00205258 0.000632054 0.0016487 0.00202532 0.00204769 0.00180998 0.00182117 0.000800846 0.000944447 0.00184584 0.00180645 0.00106519 0.00115428 0.00202883 0.0020432 0.00185043 0.00174953 0.00205931 0.00184903 0.00195791 0.00189294 0.000881213
internal_weight=0 688 462 2264 1488 226 212 1422 1346 776 160 174 120 703 616 250 198 1283 1231 560 289 1174 226 271 199 110
internal_count=2952 688 462 2264 1488 226 212 1422 1346 776 160 174 120 703 616 250 198 1283 1231 560 289 1174 226 271 199 110
is_linear=0
shrinkage=0.0032998


Tree=5145
num_leaves=24
num_cat=0
split_feature=4 3 3 43 0 48 0 12 11 3 48 4 4 4 0 0 4 4 12 3 160 12 0
split_gain=14.2123 4.2015 1.86857 2.60235 1.19499 1.29918 1.07153 1.55814 0.907535 0.78112 0.652137 0.648864 0.593769 0.549164 0.532309 0.487746 0.753063 0.438534 0.308966 0.307326 0.299682 0.201972 0.190198
threshold=0.31392000000000003 -0.071369999999999975 0.11391500000000002 -0.035884999999999993 -0.11327499999999999 0.085040000000000018 -0.14867499999999997 0.081685000000000021 0.084110000000000004 -0.0048549999999999991 0.085395000000000013 0.052250000000000012 -0.0042499999999999994 -0.50231999999999988 -0.055729999999999995 -0.11167499999999998 0.51326500000000019 -0.10023999999999998 0.093910000000000007 0.25089000000000006 1.0000000180025095e-35 0.096780000000000019 -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 2
left_child=1 6 3 4 -3 22 -1 -8 15 12 14 13 -5 -9 -11 -2 -17 -15 -19 -4 21 -13 -6
right_child=8 2 19 9 5 -7 7 11 -10 10 -12 20 -14 17 -16 16 -18 18 -20 -21 -22 -23 -24
leaf_value=0.001797956700367724 0.00065906321006333239 0.00046447829676812358 0.00087522297164677936 0.00088854129473883877 0.0013714432128789547 0.00067753551652243187 0.00084062100244573497 0.0017458462731889421 0.00095546890586488409 0.0017757451387582018 0.0012207407894579715 0.0012321917494329925 0.0013188678553564235 0.0011657408739903666 0.0013563687379408234 0.00057664487159993347 0.00011898662918886418 0.0014433857741652635 0.00131861222580488 0.00053140472978371889 0.001400086225452943 0.00097434314595408488 0.0011127849608488407
leaf_weight=68 102 52 59 55 56 75 58 54 53 84 73 91 99 81 56 85 73 1099 279 56 71 55 76
leaf_count=68 102 52 59 55 56 75 58 54 53 84 73 91 99 81 56 85 73 1099 279 56 71 55 76
internal_value=0 0.00130577 0.00109549 0.0011666 0.00091292 0.0010254 0.00138971 0.00137416 0.000561249 0.00134554 0.0014756 0.00139203 0.00116541 0.00141638 0.00160825 0.000480753 0.000365418 0.00140416 0.00141815 0.000708105 0.0012221 0.0011353 0.00122279
internal_weight=0 2597 741 626 259 207 1856 1788 313 367 213 1730 154 1513 140 260 158 1459 1378 115 217 146 132
internal_count=2910 2597 741 626 259 207 1856 1788 313 367 213 1730 154 1513 140 260 158 1459 1378 115 217 146 132
is_linear=0
shrinkage=0.0032998


Tree=5146
num_leaves=23
num_cat=0
split_feature=1 4 12 1 12 1 12 11 43 1 4 160 1447 4 47 51 4 1 12 16 43 1
split_gain=17.0938 3.69306 2.2431 1.32662 0.744532 0.688769 0.905489 0.889293 0.674027 0.580699 0.575839 0.366886 0.372233 0.349886 0.301203 0.282287 0.227244 0.20813 0.195313 0.188542 0.076377 0.0951265
threshold=0.10557500000000002 0.41377500000000006 0.085075000000000026 0.12220000000000002 0.11878500000000002 0.090540000000000023 0.088825000000000015 1.0000000180025095e-35 0.31405000000000005 0.12122500000000001 0.094220000000000012 0.31770000000000004 -0.086059999999999984 0.51395000000000002 0.077735000000000012 1.0000000180025095e-35 -0.111135 0.10016000000000001 0.096425000000000025 -0.077679999999999985 -0.06705499999999999 0.096315000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 10 18 5 7 15 8 11 -3 16 12 -1 -11 -14 17 -2 -7 -4 -8 -21 -22
right_child=1 9 3 -5 -6 6 19 -9 -10 13 -12 -13 14 -15 -16 -17 -18 -19 -20 20 21 -23
leaf_value=0.0013468492863407502 0.0004922119369452049 0.00034816437281528058 0.0012863450936165292 0.00050023314051843878 0.00070341908868711922 0.00080418793553835278 0.00091300006708280434 0.0014147262952779098 0.00074867645232488012 0.00016335183206828296 0.00071166580521097981 0.00083317662722312558 0.0010826580653369696 -0.00014649215777767804 0.0012536899639588909 0.00098264326056624594 0.00022064230296393517 0.00053246464816132015 0.0010084404339637779 0.0012367144513516515 0.0011926844919646069 0.0009987512627399023
leaf_weight=69 52 89 53 52 61 79 53 95 63 83 55 56 1401 76 125 54 97 52 62 64 55 64
leaf_count=69 52 89 53 52 61 79 53 95 63 83 55 56 1401 76 125 54 97 52 62 64 55 64
internal_value=0 0.000446645 0.000655059 0.000938815 0.00106476 0.00107463 0.0009538 0.00110273 0.00108542 0.000134724 0.000422595 0.00109825 0.00110753 1.50287e-05 0.00109669 0.000780282 0.000315655 0.000696597 0.00113682 0.00108967 0.00114064 0.00108868
internal_weight=0 619 371 167 2291 2230 421 1809 1714 248 204 1651 1595 159 1526 185 149 131 115 236 183 119
internal_count=2910 619 371 167 2291 2230 421 1809 1714 248 204 1651 1595 159 1526 185 149 131 115 236 183 119
is_linear=0
shrinkage=0.0032998


Tree=5147
num_leaves=21
num_cat=0
split_feature=1447 47 47 51 10 16 158 151 148 1 1 156 4 16 0 4 157 16 4 47
split_gain=0.455973 0.367004 0.494065 0.403372 0.312673 0.327139 0.445468 0.426162 0.336918 0.291706 0.27113 0.241035 0.233909 0.270676 0.183537 0.218307 0.176699 0.171194 0.166701 0.146539
threshold=-0.086059999999999984 0.081320000000000017 0.12339500000000002 0.046060000000000011 -0.014199999999999999 -0.010034999999999999 0.10394000000000002 0.025200000000000004 -0.071414999999999992 0.10711500000000002 0.10471000000000001 0.10307000000000001 -0.0083549999999999978 0.27450000000000002 -0.071749999999999994 -0.095479999999999982 -0.082009999999999986 -0.089559999999999987 -0.068809999999999996 0.10323000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 9 -2 6 8 10 -6 17 12 -12 16 -14 15 -10 -7 -3 -16 -19
right_child=1 2 -4 -5 5 7 -8 -9 14 -11 11 -13 13 -15 18 -17 -18 19 -20 -21
leaf_value=0.018591507594525568 -0.0028291483898458016 0.0017128920620557652 0.0005533767447619154 0.027953463795100802 0.022285164359150535 -0.0028257166770229479 -0.0037789863080774991 -0.010364124282694474 -0.0028877456186928484 0.020819938522060145 -0.0066204637170491337 0.0067650746075243176 0.015670169091435517 0.0030443592314242625 0.019945216190527266 0.0081556548202790392 0.0059323226549477456 0.017470171726069499 0.0094289406453336323 0.0055393528303258706
leaf_weight=101 102 68 88 55 52 79 82 54 53 77 94 64 136 75 69 1058 368 68 115 52
leaf_count=101 102 68 88 55 52 79 82 54 53 77 94 64 136 75 69 1058 368 68 115 52
internal_value=0 0.00707056 0.011742 0.0148133 0.006276 0.00668075 0.00824838 0.00410381 0.00898189 0.0120793 0.00506344 -0.0011871 0.00656707 0.0111908 0.00844631 0.00762721 0.00438046 0.00848983 0.0133823 0.0123151
internal_weight=0 2809 408 320 2401 2299 1429 870 1347 265 816 158 658 211 1295 1111 447 188 184 120
internal_count=2910 2809 408 320 2401 2299 1429 870 1347 265 816 158 658 211 1295 1111 447 188 184 120
is_linear=0
shrinkage=0.16829


Tree=5148
num_leaves=18
num_cat=0
split_feature=149 4 13 15 403 15 15 151 15 483 1210 159 16 13 13 15 2
split_gain=0.404016 0.432429 0.379376 0.461189 0.356754 0.338857 0.268877 0.310238 0.379204 0.382795 0.35861 0.166201 0.149859 0.126435 0.159912 0.103433 0.0782174
threshold=0.079475000000000004 0.31392000000000003 -0.15941999999999998 -0.45775499999999997 -0.5407249999999999 -0.097144999999999981 -0.094389999999999988 -0.0098149999999999991 0.084435000000000024 0.092055000000000012 -0.084114999999999981 0.03981500000000001 -0.06859999999999998 -1.0000000180025095e-35 -0.097709999999999977 -0.10566999999999999 0.090485000000000024
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 13 -7 11 9 -9 -10 12 -8 14 -6 -5 -16
right_child=-2 2 3 15 5 6 7 8 10 -11 -12 -13 -14 -15 16 -17 -18
leaf_value=0.017750140073833524 0.018856790781031824 0.011103349560036977 0.0053708684416679349 -0.013822599657607088 0.016561315759721369 -0.0060107121214238194 0.016285007856197221 0.0015692697243830358 -0.005280862282093267 0.014436839489828567 0.0084040307234492639 0.017639890008623173 0.0061340010864316848 0.016516902591812588 0.0096332810060893934 -0.0040985484654588299 0.0022406322182308511
leaf_weight=79 70 65 96 79 61 56 54 851 58 71 802 75 179 95 95 52 72
leaf_count=79 70 65 96 79 61 56 54 851 58 71 802 75 179 95 95 52 72
internal_value=0 0.00590234 -0.000226001 -0.003478 0.00660535 0.00624803 0.00548153 0.00579032 0.00493603 0.0025621 0.00747901 0.0107271 0.00849431 0.0113351 0.00916807 -0.00997639 0.00645679
internal_weight=0 2840 292 227 2548 2469 2146 2090 1782 922 860 308 233 323 228 131 167
internal_count=2910 2840 292 227 2548 2469 2146 2090 1782 922 860 308 233 323 228 131 167
is_linear=0
shrinkage=0.16829


Tree=5149
num_leaves=24
num_cat=0
split_feature=1447 4 49 47 47 15 159 42 133 133 39 42 159 16 16 4 4 132 47 4 130 484 133
split_gain=0.296605 0.252667 0.220428 0.375228 0.433748 0.326197 0.281251 0.24816 0.329365 0.502619 0.33263 0.214516 0.209147 0.186662 0.163026 0.156034 0.198288 0.112996 0.110794 0.105237 0.0991521 0.0977589 0.137319
threshold=-0.086059999999999984 0.51395000000000002 0.091540000000000024 0.081320000000000017 0.090515000000000026 -0.096724999999999992 0.087615000000000012 -0.062334999999999995 0.084965000000000013 0.031880000000000012 0.093225000000000016 -0.089024999999999979 -0.085199999999999984 0.08215500000000002 0.038245000000000008 0.03851000000000001 0.078235000000000013 0.08696000000000001 0.10347500000000001 -0.078454999999999983 0.088715000000000016 0.082140000000000005 0.085515000000000022
decision_type=2 2 2 2 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 18 15 11 9 10 -9 17 -10 -7 -14 21 -17 20 -6 -13 -2 22 -4
right_child=1 -3 6 4 5 13 -8 8 12 -11 -12 19 14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.014139108656656916 0.0053731577585288274 -0.0036273866254603183 0.00065866229179740001 0.02507590933693132 0.009804231608547891 -0.0052124853758200957 0.012758947277742115 0.0040916989793986745 0.017516205801093948 -0.01094214416951258 -0.0097063086369588124 0.020189959959582122 0.0050677911343338083 0.0078969134556970116 0.013747763359256067 -0.012572023688076937 0.00018787937972725526 -0.00019260276910481466 0.020631396016259906 0.0097286020097062144 0.013280795029618483 -0.0030653580500774702 0.01100387237372363
leaf_weight=101 129 96 85 54 56 52 55 995 54 74 52 57 394 75 73 53 98 59 53 54 70 57 64
leaf_count=101 129 96 85 54 56 52 55 995 54 74 52 57 394 75 73 53 98 59 53 54 70 57 64
internal_value=0 0.00484652 0.00514703 0.00578921 0.0114531 0.00832846 0.00155617 0.00497153 0.00408329 0.00245602 0.0034047 0.00891923 0.00758112 0.00251514 0.00642846 -0.000164715 -0.00427886 0.00624585 0.0150853 0.0151168 0.00816377 0.00284228 0.0051143
internal_weight=0 2809 2713 2301 290 236 412 2011 1642 1121 1047 369 521 127 467 357 151 258 109 111 199 206 149
internal_count=2910 2809 2713 2301 290 236 412 2011 1642 1121 1047 369 521 127 467 357 151 258 109 111 199 206 149
is_linear=0
shrinkage=0.16829


Tree=5150
num_leaves=30
num_cat=0
split_feature=1 2 2 11 2 2 1 49 13 11 2 49 2 1 160 13 475 160 2 1 483 49 13 42 13 1 13 0 0
split_gain=25.468 4.34052 2.46811 2.1667 2.09209 2.42613 1.38564 1.30089 0.822011 0.783909 0.657897 0.677836 0.643245 1.25937 0.567873 0.565686 0.449382 0.511117 0.418288 0.374746 0.353451 0.336904 0.323304 0.172991 0.143844 0.111295 0.062685 0.0523793 0.0363792
threshold=0.10575500000000002 0.13881000000000002 0.098655000000000007 0.084110000000000004 -0.0050599999999999994 0.10605000000000002 0.093800000000000008 -0.042254999999999994 -0.013819999999999997 1.0000000180025095e-35 0.11366500000000002 0.10030500000000002 0.087815000000000018 0.081540000000000015 0.061085000000000007 -0.08811999999999999 -0.083904999999999993 0.0088350000000000008 0.10155500000000002 0.11215000000000001 0.089945000000000011 0.088165000000000007 0.0048350000000000008 0.087065000000000017 0.0066400000000000009 0.09692000000000002 -0.060719999999999989 -0.06976499999999998 -0.087104999999999988
decision_type=2 2 2 2 2 2 2 2 2 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 23 9 -4 25 12 11 18 16 14 20 -3 -1 22 -9 -7 -14 -12 -18 -6 27 -8 -21 -20 -16
right_child=1 15 7 -5 5 19 8 10 -10 -11 21 -13 13 -15 28 -17 17 -19 24 26 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0013041382135834231 0.00029292113163178275 -9.5536745556969678e-05 0.00079533030641030383 0.0013803151328529671 0.0010376652553310388 0.00038357055977338299 0.0012482646550541156 0.0011817773668775871 0.00085667235402187947 0.0017865677370304609 0.00092652411114157454 0.0010460535484132687 0.0014304046659912655 0.00093498859540406176 0.0017393677968560357 0.00032479916571088113 0.0016094820232757615 0.0013151898467823283 0.0015153310300459973 0.00062343750351382158 0.0011405644255348569 0.0012454287939564982 0.0013467792900090534 0.0012783152279171449 0.0016542297197286449 0.0014640293210908205 0.00079127530901409668 0.0013660657460422513 0.0015987997302189401
leaf_weight=83 95 58 71 63 59 63 61 52 56 99 69 58 414 58 52 87 687 84 72 52 53 79 57 80 62 52 52 52 52
leaf_count=83 95 58 71 63 59 63 61 52 56 99 69 58 414 58 52 87 687 84 72 52 53 79 57 80 62 52 52 52 52
internal_value=0 0.000655062 0.0014133 0.000810811 0.00072125 0.000854112 0.00147079 0.00121138 0.00118531 0.00150021 0.00127783 0.00136813 0.00148177 0.00139999 0.00144716 0.000156422 0.00153821 0.00156163 0.00144647 0.000585632 0.00139759 0.00109699 0.0015894 0.00117642 0.00152028 0.00134787 0.000707695 0.00145302 0.00166942
internal_weight=0 609 2323 464 401 306 1808 515 169 1639 444 296 1540 629 571 145 911 828 238 167 467 148 744 139 186 113 104 124 104
internal_count=2932 609 2323 464 401 306 1808 515 169 1639 444 296 1540 629 571 145 911 828 238 167 467 148 744 139 186 113 104 124 104
is_linear=0
shrinkage=0.0032998


Tree=5151
num_leaves=22
num_cat=0
split_feature=1 155 0 13 41 16 14 16 1 13 50 156 15 49 13 16 403 49 1 403 403
split_gain=0.586284 0.508191 0.425792 0.420728 0.415235 0.324598 0.251993 0.215712 0.412386 0.260919 0.20259 0.192553 0.275799 0.250054 0.172257 0.285576 0.223615 0.168051 0.217028 0.163178 0.370349
threshold=0.10398500000000001 0.10022500000000002 0.14054500000000003 -0.092984999999999984 0.080335000000000018 -0.090774999999999981 -0.41608999999999996 -0.019749999999999993 0.12019000000000001 1.0000000180025095e-35 -0.23848499999999997 0.088735000000000022 -0.0087299999999999999 0.093800000000000008 0.032645000000000007 -0.006494999999999999 -0.0044549999999999998 -0.010069999999999997 0.12448500000000001 -0.5407249999999999 -0.45015499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 10 -2 -5 9 -9 17 -1 14 13 -13 19 16 -16 -8 -19 -12 -21
right_child=1 -3 -4 6 -6 -7 7 8 -10 -11 11 12 -14 -15 15 -17 -18 18 -20 20 -22
leaf_value=0.015289389252185891 -0.015382977039036643 0.014828183123240324 -0.0091046760719640015 0.011618918133282478 0.017357468117443257 0.00044917478518644374 -0.0016032018516776998 -0.013209024465274289 0.0039946214124803739 -0.0076347889345769904 0.014459753504361952 0.011969115533068458 -0.0072146401776297508 -0.0033004067336891421 -0.0045432666382651836 -0.0092851278701263171 0.0081707683416591022 0.016095526208881737 0.0014178041919298803 -0.0062999036968043832 0.0063856088575195988
leaf_weight=56 96 57 56 54 84 59 57 87 72 53 65 69 85 54 55 55 135 64 52 68 1499
leaf_count=56 96 57 56 54 84 59 57 87 72 53 65 69 85 54 55 55 135 64 52 68 1499
internal_value=0 -0.000347167 0.00537615 -0.00180641 0.00574141 -0.00934495 0.000851167 -0.000654448 -0.0054074 0.00268149 0.00528483 0.00501526 0.000148122 0.00525082 0.00555366 0.00138326 0.00448093 0.00585235 0.00953135 0.00617863 0.00583397
internal_weight=0 651 2281 594 2225 155 439 385 159 226 2141 2085 208 123 1877 245 190 173 116 1632 1567
internal_count=2932 651 2281 594 2225 155 439 385 159 226 2141 2085 208 123 1877 245 190 173 116 1632 1567
is_linear=0
shrinkage=0.16829


Tree=5152
num_leaves=21
num_cat=0
split_feature=4 3 123 14 3 14 3 42 51 3 4 133 52 43 3 42 42 159 3 4
split_gain=15.2016 5.06955 2.8126 1.43287 1.13488 1.00592 0.934376 1.05239 0.866631 0.703342 0.831575 0.654092 0.506123 0.788083 0.442321 0.325757 0.29213 0.244659 0.239773 0.11742
threshold=0.27644500000000005 0.28833000000000003 1.0000000180025095e-35 0.073890000000000011 -0.070099999999999982 -0.41608999999999996 0.13772500000000001 0.092600000000000016 -0.096089999999999981 -0.096099999999999977 0.008570000000000003 -0.0043399999999999992 0.047800000000000009 -0.051834999999999992 -0.0082999999999999984 0.078120000000000009 0.086700000000000013 0.086700000000000013 -0.0048549999999999991 -0.016029999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 -2 7 18 -6 11 16 -1 13 -10 -4 -13 -11 -12 -7 -14
right_child=5 -3 14 -5 8 6 -8 -9 12 10 17 15 19 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00070614018185754103 0.00067964180186434839 0.00016465105008827696 0.00054884667327725076 0.0015646285276846843 0.0012756231190024347 0.00038283245312419035 -0.00014314944198732515 2.1395630324451428e-05 0.00050632932393713615 0.0012858668285814715 0.00093841659325941107 0.0010418477037964227 0.00099640877437761764 0.00094387981680158211 0.00092328144329944519 0.0013116374317217433 0.0011839500328643335 0.001198623464895439 0.00068773640607481276 0.0011797280013003729
leaf_weight=54 70 61 94 90 102 56 56 69 59 707 145 213 90 192 55 65 567 56 58 73
leaf_count=54 70 61 94 90 102 56 56 69 59 707 145 213 90 192 55 65 567 56 58 73
internal_value=0 0.00110548 0.00112787 0.00115506 0.00113917 0.000331497 0.000229383 0.000343574 0.00100223 0.00117826 0.00120929 0.00104028 0.000934785 0.00084117 0.000687297 0.00110505 0.00124054 0.00101109 0.000538268 0.00107872
internal_weight=0 2623 2562 2413 2323 309 239 183 516 1807 1475 332 414 251 149 278 1274 201 114 163
internal_count=2932 2623 2562 2413 2323 309 239 183 516 1807 1475 332 414 251 149 278 1274 201 114 163
is_linear=0
shrinkage=0.0032998


Tree=5153
num_leaves=23
num_cat=0
split_feature=1 155 0 16 43 159 1 1 16 11 403 1455 131 1 52 1 0 52 43 52 43 400
split_gain=0.486124 0.372328 0.308726 0.283972 0.403743 0.434098 0.838877 0.241572 0.290817 0.200286 0.165525 0.171861 0.214736 0.212282 0.233202 0.20705 0.205897 0.15602 0.144788 0.0998493 0.0634614 0.0535116
threshold=0.10398500000000001 0.10022500000000002 0.14054500000000003 -0.53592999999999991 -0.116045 0.089285000000000017 0.14195000000000002 0.11215000000000001 -0.090774999999999981 0.080070000000000016 0.09636500000000002 -0.071544999999999984 0.090495000000000006 0.087225000000000011 0.0049050000000000005 0.089745000000000019 -0.15530999999999998 -0.063199999999999992 -0.073079999999999992 0.087580000000000005 -0.00088499999999999983 -0.0056149999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 -2 -5 6 7 18 -9 10 11 -1 13 16 -15 21 -13 -7 -6 20 -12 -14
right_child=1 -3 -4 4 5 17 -8 8 -10 -11 19 12 15 14 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.011576163986103003 0.0092099797395827007 0.013134471954429199 -0.0069702343901983863 0.011650617235893366 -0.0038560871759243782 -0.0014008316441532123 -0.026791564296396678 -0.0070617915238267871 0.0062434957551890614 0.01300191089711299 0.010500945772695051 0.014256942535187851 0.0019695551403211267 0.0020258891196043094 -0.0099346463342795729 0.017757024681443752 0.0043697312467940773 0.010240244162052136 -0.016352107326113391 0.015280772071106145 0.0029158351268484721 0.0087334509526149958
leaf_weight=102 67 57 56 52 54 66 52 87 100 101 73 63 56 318 54 62 1189 64 52 67 56 84
leaf_count=102 67 57 56 52 54 66 52 87 100 101 73 63 56 318 54 62 1189 64 52 67 56 84
internal_value=0 0.000139729 0.00535645 -0.00110422 -0.00241892 -0.00396294 -0.00708788 -0.00358485 4.37279e-05 0.00566751 0.0053179 0.0048424 0.00446527 0.0038198 0.000284853 0.00964571 0.00486869 0.00431634 -0.0100032 0.00998602 0.00722211 0.00604073
internal_weight=0 651 2281 594 527 475 345 293 187 2225 2124 1928 1826 1624 372 202 1252 130 106 196 129 140
internal_count=2932 651 2281 594 527 475 345 293 187 2225 2124 1928 1826 1624 372 202 1252 130 106 196 129 140
is_linear=0
shrinkage=0.16829


Tree=5154
num_leaves=26
num_cat=0
split_feature=4 158 41 3 4 3 3 40 49 43 16 3 4 3 3 133 51 16 49 159 49 1213 1213 3 3
split_gain=0.458187 0.250248 0.373469 0.367628 0.288741 0.251912 0.229984 0.227022 0.334974 0.226414 0.310914 0.310203 0.25347 0.284609 0.266532 0.368223 0.382916 0.252035 0.242143 0.197712 0.189852 0.185706 0.169452 0.14937 0.115864
threshold=0.0060300000000000015 0.08413000000000001 0.082560000000000008 0.17351000000000003 0.066300000000000012 0.076825000000000018 -0.0082999999999999984 -0.085354999999999986 -0.088164999999999979 -0.0035149999999999995 -0.095724999999999991 -0.12711499999999995 -0.064209999999999989 -0.0082999999999999984 0.081495000000000012 -0.0059799999999999992 -1.0000000180025095e-35 0.25137500000000007 -0.067844999999999989 0.10652000000000002 -0.052004999999999989 -0.058539999999999995 -0.052964999999999991 -0.071369999999999975 -0.071844999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 6 20 -2 -1 -9 10 -10 -12 14 23 15 21 -17 -16 -13 -3 -6 -11 -20 -14 -22
right_child=1 19 -4 -5 5 -7 -8 8 9 12 11 18 13 -15 17 16 -18 -19 22 -21 24 -23 -24 -25 -26
leaf_value=-0.0051418945916219903 -0.0026895242566751768 0.011115366370046259 0.011714841984079493 -0.015504014530449218 0.0075730287065841886 0.00917216470415823 -0.016478907312752675 0.015033980924077435 0.016363116049376489 4.1175064687198934e-05 -0.0054582283795489607 0.016236974864430691 -0.0031067438584635875 -0.011787665887229922 0.019328068449705565 0.0084562664518819924 -0.0082856234304530783 0.0033130099522131139 0.010134241869340636 0.00014801078685973344 0.00089598799055612573 0.010609579303846643 0.0044232681137886991 0.0082773288280711156 -0.0068766480671107258
leaf_weight=63 98 91 55 58 55 86 53 92 77 72 71 62 78 67 57 55 130 55 178 96 96 138 869 56 124
leaf_count=63 98 91 55 58 55 86 53 92 77 72 71 62 78 67 57 55 130 55 178 96 96 138 869 56 124
internal_value=0 9.14596e-05 -0.00152231 -0.00280273 -0.0013604 0.00122003 -0.0075414 0.004795 0.00510021 0.00463421 0.00599079 0.00531243 0.00222315 -0.0028287 0.0042295 0.00216923 -0.00329859 0.0114796 0.00600361 0.00549467 -0.00126029 0.00699468 0.0053959 0.00163737 -0.00347679
internal_weight=0 812 625 570 512 361 151 2120 2057 1965 1257 1180 708 201 507 395 185 112 1109 187 275 210 1047 134 220
internal_count=2932 812 625 570 512 361 151 2120 2057 1965 1257 1180 708 201 507 395 185 112 1109 187 275 210 1047 134 220
is_linear=0
shrinkage=0.16829


Tree=5155
num_leaves=22
num_cat=0
split_feature=4 12 13 49 47 12 52 0 4 0 4 12 4 16 4 16 43 481 4 52 0
split_gain=11.9227 3.08794 1.71958 1.23445 1.14538 0.869773 0.66703 0.614612 0.446003 0.692421 0.575563 0.398451 0.509527 0.384637 0.327184 0.318269 0.255421 0.262076 0.314265 0.240139 0.177204
threshold=0.31392000000000003 0.056995000000000011 -1.0000000180025095e-35 -0.06017999999999999 0.084545000000000023 0.092085000000000014 -0.010394999999999998 -0.11327499999999999 0.51292000000000015 -0.087734999999999994 0.50027500000000014 0.12399000000000002 -0.42305999999999994 -0.0079049999999999971 -0.0024899999999999996 -0.54150999999999994 0.31405000000000005 -0.086379999999999985 0.049545000000000006 0.081945000000000018 0.0040950000000000005
decision_type=2 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 7 -3 13 14 10 -10 15 12 -5 -1 -4 -2 17 -14 -19 -8 -9
right_child=8 3 4 11 -6 -7 19 20 9 -11 -12 -13 16 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=0.0002234084075164877 0.00041028347805367564 0.00090433279190767321 0.00080466522877900451 0.0012797842709361526 0.0013009041655088779 0.0003977885088984357 0.000887414969474492 0.0010922304361037597 0.00037140816706496228 -0.0001350661226888548 0.00059067447806990172 0.00075955577439758629 0.00084088700555894319 0.00055329251561758524 0.00044489244542918226 7.5136464521605961e-05 0.0008320126586435217 0.0010519966665859368 0.0009120477610865443 0.00056871266143069925 0.00082748224258470475
leaf_weight=79 55 100 52 85 60 59 52 56 55 63 73 63 82 76 60 71 80 1424 204 53 58
leaf_count=79 55 100 52 85 60 59 52 56 55 63 73 63 82 76 60 71 80 1424 204 53 58
internal_value=0 0.000939255 0.000717982 0.000996852 0.000894721 0.000716591 0.000523433 0.000786729 0.000261856 0.000100704 0.000357236 0.00101983 0.00102855 0.000385385 0.000612244 0.00022171 0.0010166 0.00102522 0.00103448 0.000726882 0.000957843
internal_weight=0 2643 546 2097 286 159 260 226 317 118 199 1938 1875 155 112 126 1790 1710 1628 105 114
internal_count=2960 2643 546 2097 286 159 260 226 317 118 199 1938 1875 155 112 126 1790 1710 1628 105 114
is_linear=0
shrinkage=0.0032998


Tree=5156
num_leaves=14
num_cat=0
split_feature=150 44 0 130 402 402 402 49 0 150 0 42 0
split_gain=0.408891 0.252695 0.287116 0.206802 0.198779 0.255318 0.253648 0.368142 0.195128 0.24608 0.190532 0.14258 0.0983215
threshold=0.089155000000000012 0.081710000000000019 -0.21196999999999996 0.11974000000000001 0.101815 0.12452000000000001 0.089220000000000008 -0.15734499999999998 -0.085719999999999977 0.10883000000000001 -0.077574999999999991 -1.0000000180025095e-35 -0.070304999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 11 7 -4 9 -2 -9 -6 -10
right_child=8 -3 3 -5 5 -7 -8 10 12 -11 -12 -13 -14
leaf_value=-0.0059046240528413544 -0.014034208983755934 0.016180119259363149 -0.0082081055373536254 -0.0046525018508717453 0.00055576313829242788 0.0070940676187886045 0.014739447243104142 0.0068104410573859592 0.0072312260529625366 -0.0002353418741926337 0.0035480645380070912 -0.011875229588352115 -0.0024401257826575555
leaf_weight=71 63 55 56 62 52 78 83 1369 69 88 810 52 52
leaf_count=71 63 55 56 62 52 78 83 1369 69 88 810 52 52
internal_value=0 0.00487719 0.00464041 0.00493334 0.00517179 -0.000174076 0.0055923 0.0052518 -0.00196542 -0.00600438 0.00559854 -0.00564246 0.00306009
internal_weight=0 2688 2633 2562 2500 182 2318 2235 272 151 2179 104 121
internal_count=2960 2688 2633 2562 2500 182 2318 2235 272 151 2179 104 121
is_linear=0
shrinkage=0.16829


Tree=5157
num_leaves=18
num_cat=0
split_feature=9 2 13 13 12 402 159 2 14 43 43 150 52 457 1 403 159
split_gain=0.715465 0.336063 0.492609 0.400809 0.513835 0.380756 0.342468 0.297061 0.279602 0.347685 0.267711 0.231454 0.224389 0.257147 0.190045 0.152929 0.115206
threshold=0.093040000000000012 0.084745000000000015 0.091815000000000022 -0.097214999999999982 -0.082039999999999988 0.10842 -0.23203499999999996 0.078775000000000012 0.026890000000000004 -0.16130499999999998 -0.31011999999999995 -0.085144999999999985 -0.54752499999999993 -0.016289999999999995 0.08759500000000002 -0.010724999999999998 -0.46217999999999998
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 16 14 9 10 -8 -11 -13 -14 -6 -9 -3
right_child=-2 6 -4 4 5 -7 8 15 -10 11 -12 12 13 -15 -16 -17 -18
leaf_value=0.018393908500921246 -0.016026400929349181 0.0061475958229959228 0.022148242323862088 -0.0091158899783533517 -0.0033460904795034742 -0.0075797980733923421 -0.00015358114771726211 0.017151764710641473 0.013685718451558207 0.011537544757280168 -0.014930197196533915 0.009683471914715908 -0.0067944330468722603 0.0020388367279015047 0.0061166760496351325 0.007567582749443488 0.01643131400518396
leaf_weight=64 52 64 54 71 70 55 85 100 57 75 59 100 100 1386 416 91 61
leaf_count=64 52 64 54 71 70 55 85 100 57 75 59 100 100 1386 416 91 61
internal_value=0 0.00388321 0.00654184 0.00556774 0.00454324 0.00587056 0.00265 0.00696593 0.00207637 0.00170876 -0.00622037 0.00239726 0.00196389 0.0014432 0.00475003 0.0125949 0.0111804
internal_weight=0 2908 921 867 803 732 1987 677 1862 1805 144 1661 1586 1486 486 191 125
internal_count=2960 2908 921 867 803 732 1987 677 1862 1805 144 1661 1586 1486 486 191 125
is_linear=0
shrinkage=0.16829


Tree=5158
num_leaves=18
num_cat=0
split_feature=2 4 130 2 0 49 124 2 0 52 0 15 1456 2 4 4 52
split_gain=0.263129 0.560087 0.403354 0.343379 0.313283 0.235868 0.321372 0.349751 0.235834 0.233203 0.219526 0.16644 0.165904 0.181019 0.189922 0.185407 0.151866
threshold=0.10060500000000001 -0.40515499999999993 -0.037219999999999996 -0.087809999999999985 0.12429000000000001 -0.04695499999999999 -0.080429999999999988 0.15000000000000002 -0.22480499999999998 0.13675000000000001 -0.15445999999999996 -0.16749999999999998 0.087065000000000017 0.084725000000000009 -0.081139999999999976 -0.081244999999999998 -0.057374999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 5 16 -7 9 -5 11 -10 -8 13 15 -15 -12 -4
right_child=2 3 4 8 -6 6 7 -9 10 -11 12 -13 -14 14 -16 -17 -18
leaf_value=0.016775376377746957 -0.012898881812932965 -0.0062641506895552562 0.0030175005906280922 -0.0061928609609743848 -0.010456349656711827 -0.0083131982572117857 -0.0052217973256661757 0.017902166867010117 0.014574811964327123 0.011835908527641527 0.0098751436932654809 0.0036657351470550069 -0.0039833604835910023 -0.0016359603970337801 0.0039493478079449902 0.0043318704020799187 -0.0084573225364857167
leaf_weight=92 60 100 54 64 58 55 74 55 56 82 249 306 73 226 722 552 82
leaf_count=92 60 100 54 64 58 55 74 55 56 82 249 306 73 226 722 552 82
internal_value=0 0.00392586 0.000385823 0.00334606 0.00142875 0.00240492 0.00390427 0.00520747 0.00384185 0.00369231 0.00418477 0.00193028 0.00386445 0.00419303 0.00261593 0.0060573 -0.00388793
internal_weight=0 2134 826 2042 766 708 572 517 1942 462 1878 380 1822 1749 948 801 136
internal_count=2960 2134 826 2042 766 708 572 517 1942 462 1878 380 1822 1749 948 801 136
is_linear=0
shrinkage=0.16829


Tree=5159
num_leaves=25
num_cat=0
split_feature=1 3 4 3 2 4 1 52 1 3 14 2 2 2 52 52 4 133 1446 484 3 124 42 2
split_gain=16.3165 2.77525 2.19603 1.55735 1.07794 0.894412 0.829922 0.835205 0.675079 0.99721 0.650721 0.52089 0.604545 0.428463 0.682685 0.66679 0.6873 0.402894 0.26731 0.270077 0.334914 0.249865 0.234898 0.166568
threshold=0.10932500000000002 -0.069049999999999986 0.31392000000000003 -0.075404999999999986 0.11504500000000002 -0.42305999999999994 0.14754500000000001 0.056265000000000009 0.095640000000000017 -0.047774999999999991 0.076450000000000004 0.12026500000000001 -1.0000000180025095e-35 0.097005000000000022 -0.45635499999999996 0.10955000000000002 0.012315000000000001 0.11667000000000001 0.091160000000000005 -0.084749999999999978 -0.115685 -0.078224999999999989 0.084185000000000024 0.088615000000000013
decision_type=2 2 2 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 10 -2 -5 7 11 17 -10 13 12 -3 18 -15 16 -16 21 19 22 -21 -7 -1 -23
right_child=1 6 -4 5 -6 8 -8 -9 9 -11 -12 -13 -14 14 15 -17 -18 -19 -20 20 -22 23 -24 -25
leaf_value=0.0016493650992314983 0.0012625682990780832 0.00034184600201709892 0.00062687018962627494 0.0014887531590190134 0.00068719662329316605 0.00098930638559946286 0.00017527259954268224 0.00083171342962878197 0.0012566471189021996 0.00067952843850311196 0.0016580740886035935 0.00027772350606060034 0.00079596354254958708 0.0014473225045687553 0.00066004502956235479 0.0013679642623615031 0.0011659711024918566 0.00091730930124551979 0.0015785668765043799 0.0010669811480826942 0.0013296355519994911 0.0013459366137389165 0.0013631754471806726 0.0011857584955533244
leaf_weight=53 84 58 58 74 62 54 76 89 53 86 65 102 72 81 54 59 65 64 52 57 1106 106 84 246
leaf_count=53 84 58 58 74 62 54 76 89 53 86 65 102 72 81 54 59 65 64 52 57 1106 106 84 246
internal_value=0 0.000629246 0.0012624 0.00127801 0.00101847 0.00114483 0.000486016 0.000559478 0.00110298 0.000899834 0.00133226 0.000454891 0.000593628 0.00131909 0.0011949 0.00107984 0.000936687 0.00116298 0.00134286 0.0013334 0.00131679 0.00120162 0.00147415 0.00123409
internal_weight=0 543 2417 2359 146 683 397 321 609 139 1676 232 130 1611 259 178 119 470 1352 1300 1163 406 137 352
internal_count=2960 543 2417 2359 146 683 397 321 609 139 1676 232 130 1611 259 178 119 470 1352 1300 1163 406 137 352
is_linear=0
shrinkage=0.0032998


Tree=5160
num_leaves=16
num_cat=0
split_feature=43 123 16 4 149 0 157 4 41 13 0 0 15 474 4
split_gain=0.360479 0.278145 0.331279 0.353477 0.274741 0.404615 0.887459 0.329664 0.296605 0.316304 0.567445 0.462841 0.180625 0.180096 0.0629564
threshold=0.31405000000000005 1.0000000180025095e-35 -0.33811499999999994 -0.0062699999999999987 0.079475000000000004 -0.00077999999999999999 -0.004729999999999999 -0.22295999999999996 0.082560000000000008 -0.08971999999999998 -0.084964999999999985 -0.041534999999999996 -0.055184999999999991 -0.020034999999999994 0.0043700000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 8 -7 -8 9 10 12 13 -1 -11 -2
right_child=14 2 3 -5 -6 6 7 -9 -10 11 -12 -13 -14 -15 -16
leaf_value=0.0078541909746371215 -0.0095564474836477668 0.0072839564440392119 0.0013183717951704545 -0.014559252784755198 0.015726427964943307 0.011813007273129889 -0.0043781884101171554 -0.020727558001742925 0.016075638506432174 0.014425690900745629 -0.013520303473639077 0.020283505803107404 -0.00090400978320978858 0.0044550074544824668 -0.0018334103857887737
leaf_weight=126 59 77 84 75 58 79 100 54 63 53 73 56 141 1792 62
leaf_count=126 59 77 84 75 58 79 100 54 63 53 73 56 141 1792 62
internal_value=0 0.00376018 -0.00176586 -0.00615977 0.00426343 0.00400066 -0.00267759 -0.0101228 0.0046768 0.00435555 -0.000367116 0.00520116 0.00322235 0.0047424 -0.00561404
internal_weight=0 2831 236 159 2595 2537 233 154 2304 2241 340 1901 267 1845 121
internal_count=2952 2831 236 159 2595 2537 233 154 2304 2241 340 1901 267 1845 121
is_linear=0
shrinkage=0.16829


Tree=5161
num_leaves=30
num_cat=0
split_feature=1 12 1 10 4 2 3 3 3 51 2 15 2 3 1 12 16 401 1213 15 42 133 42 12 2 131 42 1 42
split_gain=34.9825 7.82849 4.328 2.84303 2.55103 2.08044 0.918934 0.793104 1.95476 0.533283 0.511832 0.501634 0.455978 0.454185 0.452723 0.473319 0.425879 0.331517 0.279333 0.277725 0.251674 0.326056 0.245412 0.428236 0.224406 0.218646 0.202677 0.164837 0.137319
threshold=0.12000500000000001 0.056995000000000011 0.092845000000000025 -1.0000000180025095e-35 0.27644500000000005 0.10179000000000001 -0.081224999999999978 0.11878500000000002 -1.0000000180025095e-35 -0.025879999999999997 0.085730000000000015 -0.43091499999999999 0.097375000000000003 0.081495000000000012 0.10471000000000001 0.095775000000000013 -0.042884999999999993 0.074620000000000006 0.062550000000000008 0.092495000000000008 0.082495000000000013 0.28072000000000003 -0.089024999999999979 0.091895000000000018 0.083685000000000009 0.089325000000000015 0.079890000000000017 0.084775000000000003 -0.053119999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -2 9 6 10 8 16 -5 17 -6 13 -1 15 -7 -4 18 24 22 28 25 -12 -24 -3 27 -17 -22 -8
right_child=3 5 7 4 11 14 20 -9 -10 -11 19 -13 -14 -15 -16 26 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30
leaf_value=0.0019675099179933637 4.8678626781892227e-05 0.0019621021796179068 0.0011384681739791736 0.0013246173080047636 0.00062339349053664611 0.0018037434585054912 0.0017192263629533394 0.00077025984855193946 0.0015219678038336632 0.0008815030348926097 0.0019455569811542305 0.00021775163182311059 0.0014454418734030691 0.0016207347154044611 0.0012892400203357423 0.0014101069800262819 0.00076066651410974925 0.0021781949660616062 0.0021492952678505684 0.0020237577692712189 0.0018029994208470981 0.0015575142826218483 0.0018058402876538948 0.0015077237487461617 0.001800965584384682 0.0016631425103708903 0.0016274222011400359 0.0019882085704419311 0.0014869370272734697
leaf_weight=74 85 273 56 58 71 96 55 68 102 62 100 63 67 98 58 99 80 72 60 69 223 71 340 64 156 95 97 75 65
leaf_count=74 85 273 56 58 71 96 55 68 102 62 100 63 67 98 58 99 80 72 60 69 223 71 340 64 156 95 97 75 65
internal_value=0 0.00169835 0.00134626 0.000571501 0.000746323 0.00179112 0.00183848 0.00108605 0.00117613 0.00109597 0.00189357 0.000432944 0.00167926 0.00177013 0.00155858 0.00161195 0.000916491 0.00196524 0.00193381 0.00182335 0.00173142 0.00176697 0.00179585 0.0017587 0.00190359 0.00180472 0.00151784 0.00184973 0.0015937
internal_weight=0 2613 545 339 254 2068 1718 306 238 120 1134 134 239 172 350 292 136 561 489 573 584 464 504 404 429 393 196 298 120
internal_count=2952 2613 545 339 254 2068 1718 306 238 120 1134 134 239 172 350 292 136 561 489 573 584 464 504 404 429 393 196 298 120
is_linear=0
shrinkage=0.0032998


Tree=5162
num_leaves=20
num_cat=0
split_feature=1 2 3 3 123 12 3 3 13 4 4 15 3 52 3 3 12 51 4
split_gain=15.0907 3.88046 2.88207 2.35483 1.52085 1.59839 1.06997 1.25035 0.898176 0.88575 0.58085 0.461689 0.78678 0.505205 0.367669 0.3427 0.313915 0.19038 0.16975
threshold=0.10404000000000001 0.25063000000000007 -0.046079999999999989 0.10402500000000002 1.0000000180025095e-35 0.11878500000000002 0.085880000000000012 0.143375 -0.011514999999999999 0.41377500000000006 -0.4950449999999999 -0.11739999999999999 0.085090000000000013 0.094885000000000011 -0.11017499999999998 0.41110500000000005 0.082595000000000016 -1.0000000180025095e-35 -0.0014249999999999998
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 5 10 8 -8 -4 14 -1 16 13 -13 -2 -9 -12 -16 -18
right_child=1 -3 6 -5 -6 -7 7 15 -10 -11 11 12 -14 -15 17 -17 18 -19 -20
leaf_value=0.0015924624200213469 0.0014158951940970237 -9.0603471438636325e-05 0.00062471098807954332 0.00063247029134457248 0.00083693021217182302 0.00080038586961801348 0.0010703971126397812 0.00040667760853598883 0.00013642966016768916 0.00071699173337406313 0.0016942092047831873 0.0013395868000774375 0.00091614736888703298 0.0012058140060165288 0.0012292390555458908 0.00075624980788917143 0.0015087304707834741 0.00095455083822895866 0.0012529811682303418
leaf_weight=85 58 60 96 61 78 66 88 72 72 55 52 1358 58 406 56 54 60 58 59
leaf_count=85 58 60 96 61 78 66 88 72 72 55 52 1358 58 406 56 54 60 58 59
internal_value=0 0.000709532 0.00078842 0.00127322 0.0012908 0.00130729 0.000613218 0.000768148 0.000415657 0.0010831 0.00132338 0.00131188 0.00129634 0.00130882 0.00119996 0.000556774 0.0014773 0.00108979 0.00138223
internal_weight=0 669 609 2283 2222 2144 382 214 168 227 2078 1993 1822 1764 172 126 171 114 119
internal_count=2952 669 609 2283 2222 2144 382 214 168 227 2078 1993 1822 1764 172 126 171 114 119
is_linear=0
shrinkage=0.0032998


Tree=5163
num_leaves=17
num_cat=0
split_feature=123 124 43 132 1213 43 456 475 0 2 3 14 51 52 123 43
split_gain=0.283727 0.346215 0.251745 0.246169 0.219859 0.256616 0.241312 0.209035 0.254008 0.333227 0.223421 0.219078 0.197296 0.141692 0.0995839 0.043446
threshold=0.080635000000000012 -0.085579999999999976 0.31405000000000005 -0.26621499999999992 0.086260000000000017 -0.013049999999999997 0.088285000000000016 0.055520000000000007 0.10446500000000002 -0.080104999999999996 -0.18945499999999996 -0.13131999999999996 -0.0010099999999999998 0.085635000000000003 0.10832000000000001 -0.079409999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 6 -6 7 8 9 -1 -10 -11 -8 -7 15 -3
right_child=1 14 3 -5 5 13 12 -9 10 11 -12 -13 -14 -15 -16 -17
leaf_value=0.01569130476706521 -0.010371221417469661 0.0033030058389836342 0.0050210577960234561 -0.010709253811382078 0.021370116803757971 0.012988814070682822 0.020203267385145343 0.013738856168882228 0.0045864315914614755 0.014080718079480976 -0.010785228019199629 0.0043534000845470216 0.0059532927975006747 0.0010829648550072248 -0.0022369802644236522 0.0099512106062614424
leaf_weight=81 72 61 60 53 53 58 55 75 52 68 55 1988 56 56 56 53
leaf_count=81 72 61 60 53 53 58 55 75 52 68 55 1988 56 56 56 53
internal_value=0 -0.000583904 0.00542361 -0.00234098 0.00576215 0.0116779 0.00535486 0.0049867 0.00469338 0.00509436 -0.0032981 0.00467599 0.0130303 0.00715609 0.00355075 0.0064096
internal_weight=0 242 2710 113 2597 167 2430 2319 2244 2137 107 2056 111 114 170 114
internal_count=2952 242 2710 113 2597 167 2430 2319 2244 2137 107 2056 111 114 170 114
is_linear=0
shrinkage=0.16829


Tree=5164
num_leaves=11
num_cat=0
split_feature=49 160 106 13 4 0 51 159 10 13
split_gain=0.241553 0.23375 0.238207 0.216786 0.264318 0.490195 0.340865 0.303285 0.230405 0.162203
threshold=-0.23648999999999995 -0.54650499999999991 0.085650000000000018 -0.50337999999999983 -0.17006499999999999 0.019150000000000004 1.0000000180025095e-35 0.11848000000000002 -0.084119999999999986 0.080625000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 7 9 8 -6 -5
right_child=1 2 -4 4 5 -7 -8 -9 -10 -11
leaf_value=0.015371897261801222 -0.0056315646633211822 -0.006089542704590562 -0.0066217970546061577 0.010100542509480637 0.014015550953502851 -0.010808038595804398 0.020439055839744702 -0.0050659831721342604 0.0045229294193038904 -0.0014256762767621946
leaf_weight=53 71 55 57 92 75 61 65 91 2277 55
leaf_count=53 71 55 57 92 75 61 65 91 2277 55
internal_value=0 0.00389492 0.00413472 0.00435664 0.00456884 0.00408458 0.0102801 0.00445717 0.00482639 0.00577579
internal_weight=0 2899 2828 2771 2716 2504 212 2443 2352 147
internal_count=2952 2899 2828 2771 2716 2504 212 2443 2352 147
is_linear=0
shrinkage=0.16829


Tree=5165
num_leaves=12
num_cat=0
split_feature=48 48 12 10 455 34 157 13 0 156 0
split_gain=0.409041 0.285594 0.253624 0.230382 0.264813 0.246846 0.212715 0.269734 0.479979 0.334084 0.110097
threshold=0.12036500000000001 0.10971000000000002 -0.22686499999999998 -0.00189 1.0000000180025095e-35 -0.078549999999999995 0.11145500000000001 0.032645000000000007 -0.0088049999999999986 1.0000000180025095e-35 -0.086894999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -4 7 8 -5 -9 -2
right_child=10 -3 3 4 -6 -7 -8 9 -10 -11 -12
leaf_value=0.014546799174004839 -0.012821268491978132 0.015485737082750393 0.0030216758249275682 0.003249202440772547 0.012431818816128225 -0.011577228954882919 -0.0047796724535601968 -0.0031953313927163972 0.014263623778897165 0.010700538443225103 -0.0021561859938059756
leaf_weight=53 52 53 67 1953 84 64 100 315 119 58 59
leaf_count=53 52 53 67 1953 84 64 100 315 119 58 59
internal_value=0 0.00323869 0.00300731 0.00278506 0.00312867 -0.0040969 0.0028209 0.0031325 0.00388265 -0.00102976 -0.00716863
internal_weight=0 2866 2813 2760 2629 131 2545 2445 2072 373 111
internal_count=2977 2866 2813 2760 2629 131 2545 2445 2072 373 111
is_linear=0
shrinkage=0.16829


Tree=5166
num_leaves=14
num_cat=0
split_feature=48 51 3 12 1 1 1 10 1 475 49 15 15
split_gain=0.294289 0.27597 0.291951 0.182459 0.255859 0.619089 0.412944 0.377934 0.343167 0.182962 0.189013 0.167308 0.0699597
threshold=0.13991500000000004 0.108005 -0.034509999999999992 -0.10468499999999999 0.118385 0.10877000000000002 0.11561500000000001 -1.0000000180025095e-35 0.13385500000000003 -0.11173999999999999 0.13281000000000001 -0.081149999999999986 -0.40992999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 -1 5 7 -7 -5 -6 -9 -11 -3 -10
right_child=-2 2 -4 4 8 6 -8 9 12 10 -12 -13 -14
leaf_value=0.0092351502043630136 -0.0095987032456981841 0.010895840534909208 0.01842254101428276 -0.01146817367412614 -0.0106741994703733 0.018965011079864189 0.00061752149574415948 0.011083369765327485 0.0063513733026374303 0.0015435070736471764 0.011545005414190858 -0.0013469521426289377 -0.0016998987474280236
leaf_weight=100 57 58 61 60 103 102 53 62 64 2075 55 69 58
leaf_count=100 57 58 61 60 103 102 53 62 64 2075 55 69 58
internal_value=0 0.00260477 0.00884465 0.00217472 0.00190579 0.00241354 0.0127029 0.00170454 -0.00351799 0.00206593 0.00180261 0.0042301 0.00250899
internal_weight=0 2920 188 2732 2632 2407 155 2252 225 2192 2130 127 122
internal_count=2977 2920 188 2732 2632 2407 155 2252 225 2192 2130 127 122
is_linear=0
shrinkage=0.16829


Tree=5167
num_leaves=29
num_cat=0
split_feature=1 2 1 40 12 1 12 457 11 52 14 39 401 12 1211 52 15 15 2 12 16 47 1 131 43 12 15 16
split_gain=11.0501 2.84147 1.75717 1.41848 0.869073 0.978466 0.751464 0.623699 0.538839 0.413237 0.860439 0.412182 0.486076 0.490759 0.382445 0.242216 0.235813 0.271258 0.227345 0.213072 0.275814 0.197602 0.191626 0.223809 0.172489 0.135124 0.134411 0.0798685
threshold=0.11690500000000002 0.095850000000000005 0.10684 -0.08416499999999999 0.083885000000000015 0.083065000000000014 0.089485000000000023 0.067035000000000011 0.077905000000000016 -0.065394999999999995 -1.0000000180025095e-35 0.08252000000000001 1.0000000180025095e-35 0.088245000000000004 0.10971000000000002 -0.021309999999999996 -0.032144999999999993 0.025430000000000005 0.10510500000000002 -0.014854999999999998 -0.0083599999999999976 0.09023500000000001 0.092485000000000026 0.090495000000000006 -0.090869999999999992 0.10082000000000001 -0.19153499999999998 -0.040874999999999995
decision_type=2 2 2 2 2 2 2 2 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 -2 5 16 9 11 14 -5 -11 12 13 18 21 -4 -1 -18 -3 -7 -21 22 25 -24 -15 -6 -12 -23
right_child=3 2 15 6 8 19 -8 -9 -10 10 26 -13 -14 24 -16 -17 17 -19 -20 20 -22 27 23 -25 -26 -27 -28 -29
leaf_value=0.0013905489137510476 2.833587916521666e-05 0.0014414051229065339 0.00071850609084831785 0.00026421204262592644 0.0012354774445959029 0.001034621692095431 0.0008677653507450034 0.00070885208641819047 0.0015457735200860741 0.00093450042319398951 0.00035227594693155512 0.00078016440188391262 0.00078452255241282009 0.00087677004304917568 0.00095100752974759011 0.00041610484035289148 0.00095588141494956907 0.0012642278449000457 0.0011411904256617912 0.00093492158545021762 0.00061658648432916599 0.0010071929428451616 0.0014880169551975829 0.0012014961936426016 0.0010867730491081425 0.0010626841424180885 0.00056381797810071564 0.0011768148464775562
leaf_weight=61 54 63 64 57 1015 68 88 64 57 55 77 55 54 52 58 54 54 78 52 72 52 57 72 54 298 55 59 78
leaf_count=61 54 63 64 57 1015 68 88 64 57 55 77 55 54 52 58 54 54 78 52 72 52 57 72 54 298 55 59 78
internal_value=0 0.00112145 0.000951027 0.00052543 0.0011918 0.00105184 0.000605215 0.00101952 0.00122904 0.000511911 0.000585647 0.00105409 0.00108306 0.00111765 0.00121602 0.000580418 0.00121825 0.00113835 0.00130596 0.000884383 0.00080171 0.00122754 0.00124129 0.0013655 0.00105567 0.00122663 0.000444307 0.00110546
internal_weight=0 2587 756 390 1831 385 336 638 1446 248 191 574 519 465 1389 118 193 132 115 192 124 1331 1196 126 350 1070 136 135
internal_count=2977 2587 756 390 1831 385 336 638 1446 248 191 574 519 465 1389 118 193 132 115 192 124 1331 1196 126 350 1070 136 135
is_linear=0
shrinkage=0.0032998


Tree=5168
num_leaves=26
num_cat=0
split_feature=1 3 2 2 2 2 457 4 14 39 1 2 4 1 12 4 13 52 0 1212 3 12 3 0 2
split_gain=35.1717 7.88157 3.07991 2.63832 2.205 2.11589 1.27787 1.07295 1.06239 1.05069 0.8702 0.791791 0.751796 0.680415 0.650588 0.619048 0.474788 0.412329 0.243817 0.260437 0.228071 0.224924 0.217465 0.189784 0.184725
threshold=0.10684 -0.053364999999999996 0.095850000000000005 0.11426500000000002 -1.0000000180025095e-35 0.14290000000000003 0.067035000000000011 0.27998000000000006 0.073890000000000011 0.08252000000000001 0.11392000000000001 0.12336000000000001 0.018150000000000003 0.12895500000000001 0.096385000000000012 0.036605000000000006 -1.0000000180025095e-35 0.0030150000000000008 -0.11656999999999999 0.11367500000000001 0.3148450000000001 0.084535000000000013 -0.080294999999999991 -0.09712999999999998 0.10912000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 -1 7 9 16 15 11 -2 12 14 -9 21 18 -3 -14 -6 23 -7 -4 -17 -20 -16
right_child=1 5 6 -5 8 20 -8 13 -10 -11 -12 -13 17 -15 24 22 -18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=0.00083384998124775753 0.0015016796764910343 0.0002958029162367757 0.0016355136849677315 0.00038388325150836617 0.0011816783455281222 -0.00044609324865211013 0.00064130510045692479 0.00027459915346889438 0.0017735230490542116 0.00069897809683196134 0.00096094237669944768 0.00082861809551090413 0.00087782578104587917 -0.0001871411550478647 0.0010581419325580781 0.0012720732406229852 0.00068322526630793326 0.0012316093630003362 0.0015972714063599458 0.0011832596609196119 -0.00013722250674212799 0.0013731078855175965 0.00097099003016857545 0.0013910422346900936 0.0013009147523400592
leaf_weight=85 52 84 57 72 67 53 64 71 72 55 88 62 83 68 85 53 59 65 53 66 52 106 55 1289 61
leaf_count=85 52 84 57 72 67 53 64 71 72 55 88 62 83 68 85 53 59 65 53 66 52 106 55 1289 61
internal_value=0 0.000386495 0.00128124 0.000897926 0.00135323 0.00010624 0.00108484 0.000255191 0.00137988 0.00113423 0.00116204 0.00118029 0.00122793 4.84584e-05 0.00132096 0.00136196 0.000455895 0.00103344 0.00137972 0.00138912 -0.000293464 0.00146509 0.00111907 0.00139921 0.00115982
internal_weight=0 599 2378 212 1740 387 638 282 1655 574 140 519 457 139 309 1583 143 148 1475 1408 105 163 108 1342 146
internal_count=2977 599 2378 212 1740 387 638 282 1655 574 140 519 457 139 309 1583 143 148 1475 1408 105 163 108 1342 146
is_linear=0
shrinkage=0.0032998


Tree=5169
num_leaves=20
num_cat=0
split_feature=4 49 51 49 39 0 150 0 132 160 14 42 0 4 14 0 51 42 15
split_gain=10.9186 2.09923 1.32038 1.03788 0.989365 0.798586 0.696345 0.695173 0.629206 0.667484 0.60713 0.655457 0.728182 0.586914 0.60391 0.725976 0.357922 0.30409 0.240083
threshold=0.31392000000000003 -0.014479999999999998 0.088940000000000005 -0.088164999999999979 0.098380000000000009 -0.11167499999999998 -0.029954999999999999 -0.083694999999999978 0.082230000000000011 -0.022144999999999995 -0.10523499999999998 0.093705000000000024 -0.10934999999999999 -0.46195999999999998 0.073890000000000011 -0.038724999999999989 -0.057604999999999996 0.085695000000000007 0.082225000000000006
decision_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 6 -5 -3 -7 13 -10 -2 12 -12 16 15 -15 -8 -1 -11
right_child=10 4 -4 5 -6 7 8 -9 9 18 11 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0013258553335109688 0.00066776544148144468 0.00081690605071851462 0.00050352052261957428 0.00046253578655394912 0.00068803109758935291 0.0011513929430810184 0.0012184648025124597 0.00065821530465980593 0.00064582294870235051 0.0009611745272527809 0.00027212908974461291 6.1867339614511287e-05 0.00071029908903004783 0.0011535872986329981 0.0014813238986846106 0.00080886491533684415 0.0015712725194583364 0.00099699154265414148 0.0012431597893922748
leaf_weight=77 97 72 86 53 55 75 69 54 52 76 96 61 73 1678 59 70 60 53 61
leaf_count=77 97 72 86 53 55 75 69 54 52 76 96 61 73 1678 59 70 60 53 61
internal_value=0 0.00108769 0.000866389 0.000966298 0.00112679 0.000804851 0.00113776 0.00094522 0.00114861 0.000965795 0.000448407 0.000355742 0.000461606 0.00116644 0.00115097 0.0011398 0.00138283 0.00119205 0.00108699
internal_weight=0 2650 398 312 2252 182 2197 129 2125 189 327 230 169 1936 1807 1748 129 130 137
internal_count=2977 2650 398 312 2252 182 2197 129 2125 189 327 230 169 1936 1807 1748 129 130 137
is_linear=0
shrinkage=0.0032998


Tree=5170
num_leaves=16
num_cat=0
split_feature=9 2 2 147 2 1444 1 1429 2 474 4 0 49 15 15
split_gain=0.315955 0.342781 0.453556 0.439917 0.557068 0.365156 0.289458 0.290482 0.306435 0.288845 0.285167 0.328847 0.333955 0.260986 0.254312
threshold=-0.08564999999999999 0.099845000000000003 0.10202000000000001 0.089090000000000016 -0.14847999999999997 -0.064164999999999986 0.12895500000000001 0.083960000000000021 0.087750000000000009 0.086545000000000011 -0.4950449999999999 -0.23089999999999997 0.13110000000000002 0.10356000000000001 -0.031624999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 7 9 -9 -7 -4 -12 13 14 -13
right_child=1 2 10 -5 5 6 -8 8 -10 -11 11 12 -14 -15 -16
leaf_value=0.017619772360824303 0.02194608885720736 -0.012785410733121073 0.014874588181814251 -0.0089328997256361651 0.020135854646813833 0.006361305062334629 -0.0063022606445258785 -0.010558166407772922 0.0047925349158299303 0.017065115532387105 0.015288098966594244 0.0029212374050134144 -0.010809109961145041 0.010556961553958067 -0.0064370994602926052
leaf_weight=59 66 53 56 52 52 1587 54 57 104 75 52 407 58 97 103
leaf_count=59 66 53 56 52 52 1587 54 57 104 75 52 407 58 97 103
internal_value=0 0.00516516 0.00226798 0.00633334 0.00673216 0.00621069 0.00582395 0.00618414 -0.000631027 0.00684541 0.00330242 0.0023961 0.0013853 0.00255346 0.0010277
internal_weight=0 2873 826 2047 1995 1929 1877 1823 161 1662 773 717 665 607 510
internal_count=2932 2873 826 2047 1995 1929 1877 1823 161 1662 773 717 665 607 510
is_linear=0
shrinkage=0.16829


Tree=5171
num_leaves=27
num_cat=0
split_feature=1 12 2 34 2 2 3 39 47 2 1 3 3 2 4 1429 3 1453 4 12 3 3 3 4 12 133
split_gain=14.6587 4.67756 2.44412 2.04716 2.31509 0.910542 1.18927 0.878196 0.873976 1.16122 0.807423 0.627953 1.49181 0.57206 0.54593 0.407756 0.60949 0.400666 0.352773 0.342279 0.289939 0.705692 0.432895 0.317422 0.266327 0.181597
threshold=0.11690500000000002 0.056995000000000011 0.10019000000000002 -0.027829999999999997 0.11891500000000001 0.097005000000000022 -0.15288999999999997 0.091910000000000006 0.077735000000000012 0.072175000000000017 0.087055000000000007 0.11745500000000002 0.0012800000000000001 0.14253500000000002 0.10055500000000002 0.083725000000000008 -0.085549999999999973 -0.07661999999999998 0.032770000000000001 0.083815000000000014 -0.16270999999999997 -0.096099999999999977 -0.074084999999999998 -0.0072149999999999992 0.090885000000000007 -0.0078599999999999972
decision_type=2 2 2 2 2 2 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 14 6 -3 13 9 -1 -11 12 -4 -6 -5 17 -17 -8 19 -19 -7 -22 23 -23 -20 -24
right_child=3 5 11 4 7 20 15 -9 -10 10 -12 -13 -14 -15 -16 16 -18 18 24 -21 21 22 25 -25 -26 -27
leaf_value=0.00098824506175927999 0.00020328140492553796 0.0020502244746925355 0.00084207383178144227 0.0015340702772023737 0.0010668143546361979 0.0016455302995678144 0.0018879467802411639 0.0004157201074709589 0.001771652432440269 0.0016803822538421849 0.0011879192284269076 0.00069666601745702647 0.0015016635620533282 0.00064109960712511842 0.0010694923205124727 0.0011917201439577817 0.0016403601658140185 0.0018345225595022016 0.0015983407856166867 0.0016064120114891048 0.001078231352977043 0.0017760758041580065 0.0015003291268412418 0.0014754083597418469 0.0012828509351654775 0.0012578022672117375
leaf_weight=73 52 67 103 54 72 71 58 74 64 97 59 65 59 67 58 65 69 79 57 1126 59 64 55 103 64 98
leaf_count=73 52 67 103 54 72 71 58 74 64 97 59 65 59 67 58 65 69 79 57 1126 59 64 55 103 64 98
internal_value=0 0.0015093 0.00122969 0.000812055 0.00090935 0.00158073 0.00161812 0.000707033 0.00142907 0.00133317 0.00149436 0.000972183 0.00108251 0.000861867 0.0012938 0.00159902 0.001423 0.00161604 0.00160412 0.0016214 0.00144898 0.00141207 0.00147351 0.00159085 0.00143176 0.00134522
internal_weight=0 2555 520 377 325 2035 1585 213 293 229 156 227 162 139 112 1518 134 1384 1326 1205 450 379 320 167 121 153
internal_count=2932 2555 520 377 325 2035 1585 213 293 229 156 227 162 139 112 1518 134 1384 1326 1205 450 379 320 167 121 153
is_linear=0
shrinkage=0.0032998


Tree=5172
num_leaves=13
num_cat=0
split_feature=15 11 2 151 4 3 43 16 39 10 4 2
split_gain=0.275674 0.268413 0.421633 0.326683 0.340082 0.410747 0.883077 0.504435 0.281641 0.208854 0.215863 0.20037
threshold=-0.42075999999999997 0.079225000000000004 0.097005000000000022 0.085445000000000007 -0.47860499999999995 -0.10175499999999998 -0.15450999999999995 -0.08267999999999999 -1.0000000180025095e-35 -0.084514999999999993 -0.085594999999999991 0.12173500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 3 -3 4 -2 6 -6 -8 -7 -10 -11 -1
right_child=1 2 -4 -5 5 8 7 -9 9 10 -12 -13
leaf_value=-0.006238711938404847 0.015884127887000218 0.021509488313159988 0.0050662145250879517 -0.0054455267696552016 0.011703523534117213 -0.0060920707729214089 -9.8252796676034774e-05 -0.023252147555012946 0.016777599824969999 0.01133068501756045 0.005600359895134314 0.0054060768216125038
leaf_weight=93 93 79 101 74 76 52 52 55 54 207 1920 76
leaf_count=93 93 79 101 74 76 52 52 55 54 207 1920 76
internal_value=0 0.00600131 0.012293 0.00556217 0.00588755 0.005502 -0.00215579 -0.0120166 0.00613038 0.00642262 0.00615888 -0.000991372
internal_weight=0 2763 180 2583 2509 2416 183 107 2233 2181 2127 169
internal_count=2932 2763 180 2583 2509 2416 183 107 2233 2181 2127 169
is_linear=0
shrinkage=0.16829


Tree=5173
num_leaves=26
num_cat=0
split_feature=1 3 1 39 3 2 43 155 1 0 43 0 0 3 1211 147 11 475 3 2 43 3 42 2 3
split_gain=9.23016 2.89787 1.39934 1.00027 1.16591 0.751548 0.998777 0.78347 1.62327 1.0694 0.741132 0.732765 0.724832 0.48667 0.243442 0.23117 0.767807 0.324655 0.229112 0.215487 0.214076 0.166654 0.212683 0.133051 0.0463376
threshold=0.12000500000000001 -0.027864999999999997 0.087225000000000011 0.087880000000000014 0.17351000000000003 0.097005000000000022 -0.49922499999999997 0.083290000000000017 0.099440000000000014 -0.034759999999999992 -0.049364999999999992 -0.14043999999999998 -0.22745499999999999 0.0048000000000000013 0.11059500000000001 0.087170000000000011 0.07585500000000002 -0.084964999999999985 0.11269500000000002 0.096685000000000007 -0.075374999999999984 -0.074234999999999982 -0.044384999999999994 0.11657500000000001 -0.065674999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 11 4 23 6 -1 8 9 21 19 -3 -12 -13 15 16 17 -8 -14 -4 -5 22 -7 -2 -23
right_child=3 2 10 20 -6 7 14 -9 -10 -11 12 13 18 -15 -16 -17 -18 -19 -20 -21 -22 24 -24 -25 -26
leaf_value=0.0016681006048237541 0.0010351222158210759 0.0014364297685086622 0.00069867137360396178 0.0001932621570722884 0.00038511408445360306 0.0010979301500846537 0.0010222252476610422 0.0013494357545032524 0.00048880400499495976 0.00068123377925365905 0.00063867399984044728 0.0011941325346597233 0.0011520883178807941 0.00074981158045203948 0.00099017793607062256 0.0009898238667376256 0.0015292431757063193 0.0012137506438075407 0.00086896762088603508 0.0004125415073957761 0.00045878575623237725 0.0010136911239454862 0.0013421042405078463 0.00080021520628867154 0.0011539764548415177
leaf_weight=52 52 61 62 71 79 68 107 89 57 58 78 57 81 52 59 52 82 1268 53 55 63 65 99 58 54
leaf_count=52 52 61 62 71 79 68 107 89 57 58 78 57 81 52 59 52 82 1268 53 55 63 65 99 58 54
internal_value=0 0.00112849 0.00090205 0.000536932 0.000691711 0.00118202 0.00121643 0.0010682 0.00100569 0.00109123 0.000776107 0.00114558 0.000892743 0.000982486 0.00120143 0.00120967 0.00121749 0.00119887 0.00104037 0.000564467 0.000318361 0.00117426 0.00124289 0.000911582 0.00107765
internal_weight=0 2609 499 323 189 2110 1620 490 401 344 329 170 212 109 1568 1509 1457 1375 134 117 134 286 167 110 119
internal_count=2932 2609 499 323 189 2110 1620 490 401 344 329 170 212 109 1568 1509 1457 1375 134 117 134 286 167 110 119
is_linear=0
shrinkage=0.0032998


Tree=5174
num_leaves=26
num_cat=0
split_feature=4 12 2 11 2 133 48 16 11 2 16 11 49 16 4 1429 483 42 481 4 16 16 2 13 16
split_gain=11.9907 4.49853 2.09431 1.33981 1.19867 0.90122 0.681984 0.687935 0.681453 0.603695 0.817027 0.551493 0.514389 0.747303 0.401439 0.358913 0.337363 0.417766 0.330015 0.27825 0.255404 0.317026 0.236934 0.182127 0.00755793
threshold=0.31392000000000003 0.056995000000000011 0.10859000000000001 1.0000000180025095e-35 0.10251500000000001 0.086265000000000022 0.10971000000000002 -0.074254999999999988 0.076235000000000011 0.093320000000000014 0.0054050000000000009 0.084110000000000004 0.059130000000000009 -0.029134999999999998 -0.0005399999999999999 0.083725000000000008 0.087755000000000014 0.086855000000000016 -0.086854999999999988 0.42642000000000008 0.41068500000000002 -0.031234999999999999 0.087750000000000009 -0.052124999999999998 -0.056829999999999992
decision_type=2 2 2 2 2 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 9 7 -4 16 14 -11 -5 13 -6 -1 18 17 19 -3 -2 21 -20 -17 -14 -16
right_child=8 3 6 11 12 -7 -8 -9 -10 10 -12 -13 23 -15 24 22 -18 -19 20 -21 -22 -23 -24 -25 -26
leaf_value=0.0010221178669709136 0.0003758738665186622 0.0014595455964052041 0.00068827404831608497 0.0017243954209192516 0.0010171688068257062 0.0006254612650809547 0.00087011096236849848 0.00017972577470214913 0.0007821936235872871 0.00061314243578963366 0.0011696767726762673 0.0013309808213045706 0.0012508652601718609 0.00051087474472047347 0.0013610565222573598 0.00086723862768834715 0.00013836748585811462 0.0002295219981905578 0.0011847767849780398 0.00067474840431773421 0.0010021383477344407 0.0012927413804233695 0.0011529849999732554 0.00099740511327367086 0.0012793322158790596
leaf_weight=96 62 62 54 64 83 60 52 63 55 61 55 103 60 52 52 53 52 71 924 77 63 452 84 69 53
leaf_count=96 62 62 54 64 83 60 52 63 55 61 55 103 60 52 52 53 52 71 924 77 63 452 84 69 53
internal_value=0 0.00112742 0.000860772 0.00119778 0.0011728 0.00099772 0.000555064 0.000414741 0.000447674 0.00106807 0.00087732 0.00148196 0.000965792 0.000822413 0.00117798 0.00120615 0.000377316 0.000436316 0.00122104 0.000541691 0.00121074 0.00122027 0.0010427 0.00111557 0.00132014
internal_weight=0 2615 546 2069 1902 377 169 117 317 317 116 167 264 135 201 1638 262 210 1501 139 1439 1376 137 129 105
internal_count=2932 2615 546 2069 1902 377 169 117 317 317 116 167 264 135 201 1638 262 210 1501 139 1439 1376 137 129 105
is_linear=0
shrinkage=0.0032998


Tree=5175
num_leaves=19
num_cat=0
split_feature=4 0 0 4 3 3 48 4 0 4 402 3 12 39 4 4 0 3
split_gain=0.703155 0.261126 0.356401 0.234643 0.311936 0.232294 0.2251 0.224226 0.277561 0.503342 0.214759 0.212582 0.208249 0.207159 0.206117 0.0789884 0.194713 0.0650459
threshold=0.27258000000000004 -0.14820499999999998 -0.13409999999999997 0.40736500000000003 -0.0013299999999999998 0.086845000000000019 0.087215000000000015 -0.51843499999999987 -0.024974999999999997 -0.22295999999999996 0.10783500000000001 0.10766000000000002 0.083725000000000008 0.08252000000000001 -0.079524999999999985 0.42642000000000008 -0.095909999999999981 -0.24149499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 -2 13 -1 -3 -4 10 17 11 12 -9 -5 -12 -6 -17 -10
right_child=3 2 7 4 15 -7 -8 8 9 -11 14 -13 -14 -15 -16 16 -18 -19
leaf_value=0.019098353860612628 -0.011204515659204013 -0.010502510437568174 0.016926194737000761 0.00073629853281284856 -0.0092201838087423368 0.0071602532045278037 0.0049979883737956638 0.012930498741236873 0.0014737375217367212 -0.01201454268120788 -0.0072879192689545395 -0.002333164535080234 0.0075007675067210317 0.014169106972286658 0.0063819255242024385 0.0062759643914488787 -0.0075820048817888423 0.0085487949238759915
leaf_weight=94 53 54 64 69 53 92 52 229 58 60 53 56 1647 62 76 52 64 104
leaf_count=94 53 54 64 69 53 92 52 229 58 60 53 56 1647 62 76 52 64 104
internal_value=0 0.007114 0.00665156 -0.000879098 0.000939071 0.0132031 -0.00288154 0.00708287 0.00680615 0.0011427 0.00741531 0.00785931 0.00816452 0.00710753 0.000751706 -0.00383176 -0.00135432 0.00602684
internal_weight=0 2639 2453 353 300 186 106 2347 2283 222 2061 1932 1876 131 129 169 116 162
internal_count=2992 2639 2453 353 300 186 106 2347 2283 222 2061 1932 1876 131 129 169 116 162
is_linear=0
shrinkage=0.16829


Tree=5176
num_leaves=20
num_cat=0
split_feature=1 0 474 3 160 47 155 151 10 160 0 42 3 3 3 483 133 13 15
split_gain=0.533217 0.389515 0.370235 0.343524 0.321317 0.305434 0.412605 0.404882 0.235303 0.36193 0.325824 0.187848 0.433185 0.245401 0.268601 0.214513 0.315712 0.178065 0.150102
threshold=0.098395000000000024 -0.14534499999999997 0.08214500000000001 0.092005000000000017 -1.0000000180025095e-35 0.11939500000000002 0.10022500000000002 0.072810000000000014 -1.0000000180025095e-35 0.019875 -0.10028499999999999 0.10077000000000001 -0.08212499999999999 -0.15288999999999997 -0.11749 0.089065000000000019 0.085570000000000021 -0.065539999999999987 -0.0092699999999999987
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 11 -1 6 7 8 -2 10 -10 13 -13 -3 -15 18 -17 -14 -16
right_child=2 3 -4 -5 -6 -7 -8 -9 9 -11 -12 12 17 14 15 16 -18 -19 -20
leaf_value=0.005027736000647192 -0.011311120085679879 -0.0049193691379905554 0.011729545355556332 -0.0065479833734298229 0.020445799885898879 0.0095346883491599418 0.010968766210465357 0.011038344871832168 -0.0057053016046285203 -0.013377689065881914 0.0046552953052448305 0.024278085819935923 0.011854073569302135 0.017823383043831287 0.0082667677468504439 0.0058453134725759562 -0.011080349917642169 0.0015697991690514666 0.0047868293395253178
leaf_weight=63 101 60 89 61 99 88 72 56 157 69 190 52 100 53 597 78 52 92 863
leaf_count=63 101 60 89 61 99 88 72 56 157 69 190 52 100 53 597 78 52 92 863
internal_value=0 0.00651532 0.00147928 0.0058734 0.014461 0.000232253 -0.00103413 -0.00254548 -0.00402032 -0.00224588 -2.71748e-05 0.00626348 0.0106389 0.00563554 0.00602208 0.00562758 -0.000911132 0.00693555 0.00621102
internal_weight=0 2170 822 2008 162 733 645 573 517 416 347 1947 244 1703 1643 1590 130 192 1460
internal_count=2992 2170 822 2008 162 733 645 573 517 416 347 1947 244 1703 1643 1590 130 192 1460
is_linear=0
shrinkage=0.16829


Tree=5177
num_leaves=23
num_cat=0
split_feature=15 3 39 2 10 11 48 16 16 3 3 15 39 13 16 133 2 1452 1456 15 16 403
split_gain=11.3729 6.12901 2.58129 1.53153 1.37018 1.21473 0.993794 0.985079 0.830891 1.37495 0.816766 0.724952 0.666789 0.636255 0.534016 0.393378 0.368309 0.286082 0.313647 0.240594 0.173154 0.230468
threshold=-0.26361999999999991 0.10766000000000002 0.0047850000000000011 0.10523 -1.0000000180025095e-35 1.0000000180025095e-35 0.091125000000000025 -0.42607499999999993 0.14976500000000001 -0.087864999999999985 0.28833000000000003 -0.43091499999999999 0.089155000000000012 -0.039559999999999991 -0.034004999999999994 0.092550000000000007 0.094985000000000014 0.08790000000000002 -0.11497999999999998 -0.064619999999999983 -0.082359999999999989 -0.54282999999999992
decision_type=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 -4 15 16 -3 9 -5 -9 12 -1 -11 -7 17 -6 18 -2 -10 -17 -22
right_child=1 7 4 8 6 14 -8 10 19 13 -12 -13 -14 -15 -16 20 -18 -19 -20 -21 21 -23
leaf_value=0.00075857192375006807 0.0011218263963490448 0.00029108251921992082 0.00050777411306473868 0.00049833404657436743 0.0014718271491114118 0.0014438105436701369 0.00072332950509137453 0.0010369691901910138 0.0014444602717146474 0.0013631164762704991 0.00055087513405558427 0.00018205931741369406 0.00033169143373387505 0.00087394713510752567 0.0019063749156794337 0.0010870860677465082 0.0010916117238208667 0.0015886149110270226 0.0013513178369438947 0.0011721515821248175 0.0010691501316044084 0.0013097718790440109
leaf_weight=102 70 52 59 53 53 54 54 84 59 64 69 66 66 54 57 78 61 54 1388 96 55 244
leaf_count=102 70 52 59 53 53 54 54 84 59 64 69 66 66 54 57 78 61 54 1388 96 55 244
internal_value=0 0.00123382 0.00127792 0.00131073 0.000941495 0.001345 0.0010936 0.0006845 0.00110041 0.000941022 0.000817981 0.000475865 0.000591079 0.00113956 0.00168166 0.0013252 0.00126869 0.00134921 0.00134032 0.00127603 0.00122878 0.00126563
internal_weight=0 2758 2553 2326 227 2000 168 205 326 171 153 234 168 118 111 1889 114 1512 1458 155 377 299
internal_count=2992 2758 2553 2326 227 2000 168 205 326 171 153 234 168 118 111 1889 114 1512 1458 155 377 299
is_linear=0
shrinkage=0.0032998


Tree=5178
num_leaves=15
num_cat=0
split_feature=2 0 11 2 34 13 15 1 52 11 1 15 1 2
split_gain=0.454055 0.430668 0.263566 0.397139 0.338114 0.304202 0.225782 0.273986 0.218994 0.206031 0.195989 0.167364 0.1622 0.137424
threshold=0.14870000000000003 0.13304000000000002 1.0000000180025095e-35 0.10179000000000001 -0.05547499999999999 -0.011809999999999999 -0.15973499999999999 0.12864500000000004 0.081010000000000013 0.086945000000000008 0.14039500000000002 0.13954000000000003 0.095435000000000006 0.11426500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 5 -1 8 11 13 -4 -2 12 -8 -6
right_child=10 -3 3 -5 6 -7 7 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.004337702871266752 0.0020682617048018172 0.019599379848756621 0.023416989475468757 0.0030524927496842782 0.00097177110936347679 -0.013679445819973888 0.0062441380520382971 0.016468312889047928 0.0061210568573825822 0.0093143688482156851 -0.011137502268979088 -0.0038659593501566615 0.0022869366330714046 -0.010854651649862415
leaf_weight=54 62 61 69 101 53 52 1808 65 86 52 65 54 352 58
leaf_count=54 62 61 69 101 53 52 1808 65 86 52 65 54 352 58
internal_value=0 0.00559934 0.00529413 0.0108649 0.00481446 -0.00448395 0.00521326 0.00568577 -0.000243969 0.0173712 -0.00467645 0.0053684 0.00560009 -0.00519162
internal_weight=0 2865 2804 222 2582 106 2476 2279 197 121 127 2214 2160 111
internal_count=2992 2865 2804 222 2582 106 2476 2279 197 121 127 2214 2160 111
is_linear=0
shrinkage=0.16829


Tree=5179
num_leaves=27
num_cat=0
split_feature=12 12 10 10 150 12 150 16 123 16 47 16 41 16 43 12 483 49 52 43 16 52 16 12 50 42
split_gain=15.7738 4.64157 3.12156 2.5784 1.68896 1.36128 1.26694 1.19649 0.8926 0.670228 0.730098 0.638102 0.606826 0.42797 0.298157 0.292946 0.290792 0.34102 0.281206 0.3534 0.383369 0.358744 0.200999 0.274008 0.171504 0.139994
threshold=0.056995000000000011 0.13642500000000005 -1.0000000180025095e-35 0.057650000000000007 0.094545000000000018 0.093670000000000017 -0.029954999999999999 -0.25397999999999993 0.080635000000000012 -0.40885499999999991 0.077735000000000012 -0.066844999999999988 0.075585000000000013 -0.059289999999999995 0.058975000000000007 -0.080929999999999988 0.089065000000000019 -0.06017999999999999 -0.53473999999999988 -0.06512999999999998 0.0060400000000000011 -0.029304999999999998 -0.0046349999999999994 0.086815000000000017 0.11079000000000001 0.095330000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 13 4 6 12 -4 -7 9 -8 -11 14 16 -1 25 -10 17 -2 -13 21 -21 -20 24 -24 -19 -9
right_child=1 -3 3 -5 -6 7 8 11 15 10 -12 18 -14 -15 -16 -17 -18 22 19 20 -22 -23 23 -25 -26 -27
leaf_value=0.00027035103754891862 0.001398481021753932 0.0007034030023371524 0.00076820712140114069 0.00036650465412117452 0.00071889994327886122 0.0010458169910808643 0.0009930901347332626 0.0016163765971852284 0.0011518722009624871 0.0012989991162572442 0.0016717817621618406 0.0015952183940443469 0.0018964775143727305 0.00067621069744871933 0.0017896639139076821 0.00082480609975067189 0.0014165064754651339 0.0016086911163209639 0.0013048779110373223 0.0014057345124298504 0.0010881078013483738 0.0016149116387994249 0.0018707678211131833 0.0016269076943069276 0.0014323583870406837 0.0014112023025158952
leaf_weight=58 85 74 68 54 98 80 53 94 70 217 79 66 75 56 74 54 102 825 81 85 84 86 77 162 69 66
leaf_count=58 85 74 68 54 98 80 53 94 70 217 79 66 75 56 74 54 102 825 81 85 84 86 77 162 69 66
internal_value=0 0.00151659 0.000976586 0.00105986 0.0011184 0.00154508 0.00119071 0.00142767 0.00125137 0.00133713 0.00139861 0.00147565 0.00160531 0.00047003 0.00161361 0.00100972 0.00158874 0.00160314 0.00139525 0.00135587 0.00124807 0.00146475 0.00161846 0.00170562 0.00159512 0.00153196
internal_weight=0 2185 807 693 639 2111 541 716 473 349 296 636 1395 114 234 124 1320 1218 402 336 169 167 1133 239 894 160
internal_count=2992 2185 807 693 639 2111 541 716 473 349 296 636 1395 114 234 124 1320 1218 402 336 169 167 1133 239 894 160
is_linear=0
shrinkage=0.0032998


Tree=5180
num_leaves=26
num_cat=0
split_feature=1 12 12 12 1 47 0 1 16 1 43 51 160 16 157 43 158 160 1 0 50 1 12 12 43
split_gain=16.3609 4.35017 1.92747 1.57186 1.43986 1.03308 0.843899 0.835628 0.674095 0.779372 0.613894 0.552259 0.433395 0.384363 0.573214 0.382032 0.315187 0.348464 0.290229 0.270441 0.24242 0.21753 0.308708 0.198677 0.182874
threshold=0.10932500000000002 0.089135000000000006 0.10488500000000002 -1.0000000180025095e-35 0.092845000000000025 0.10070000000000003 -0.084154999999999994 0.095085000000000017 -0.11082499999999999 0.12072500000000001 0.054875000000000007 -0.091829999999999981 -0.52641999999999989 -0.096659999999999982 -0.00172 -0.069824999999999984 0.078875000000000015 -0.056389999999999989 0.13472500000000001 -0.095324999999999979 0.11875500000000001 0.10198500000000001 0.08400500000000001 0.089005000000000015 -0.077904999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 -3 4 -1 8 7 10 18 -10 13 15 -13 16 24 -8 17 -5 -2 -16 21 22 -14 -12 -15
right_child=1 2 -4 6 -6 -7 11 -9 9 -11 23 12 20 14 19 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0013052146947971047 0.00069181687154805643 0.0014915281067464931 0.00078249780400600007 0.0013680351732216212 0.00072686721946293683 0.00084746709125817525 0.00093533226311872341 0.0011133835124208264 0.00051279078608511383 1.6128396004400907e-05 0.0018182913621665891 0.001596824090847688 0.0010687081821940433 0.0013605774173720965 0.0016813110612177672 0.0012478433202647607 0.0014725316636620633 0.0010015306508551276 0.00040258529536257046 0.0014731231470531362 0.0010816783196872066 0.0015201678728452618 0.0013176376450537641 0.0015480567509093032 0.0011237718362837965
leaf_weight=100 75 80 88 54 89 67 75 91 60 81 53 58 60 124 87 103 59 62 78 369 54 54 782 76 53
leaf_count=100 75 80 88 54 89 67 75 91 60 81 53 58 60 124 87 103 59 62 78 369 54 54 782 76 53
internal_value=0 0.000681542 0.00112034 0.00132271 0.00103306 0.000477238 0.00134742 0.00141696 0.000392746 0.000227724 0.0014464 0.00128712 0.00131723 0.00141236 0.00145061 0.00111637 0.00127382 0.00117245 0.000544596 0.00151292 0.00130013 0.00131325 0.00129994 0.00165936 0.00128987
internal_weight=0 529 168 2403 189 361 2214 1028 294 141 937 1186 1008 808 633 178 175 116 153 456 950 896 842 129 177
internal_count=2932 529 168 2403 189 361 2214 1028 294 141 937 1186 1008 808 633 178 175 116 153 456 950 896 842 129 177
is_linear=0
shrinkage=0.0032998


Tree=5181
num_leaves=22
num_cat=0
split_feature=2 15 2 12 14 148 3 0 15 2 12 2 0 12 0 16 15 15 15 133 0
split_gain=21.7095 10.5912 4.01595 3.74076 2.29214 2.42746 1.73834 1.69986 1.50198 1.3775 1.32808 1.08972 0.863844 0.738833 0.736936 0.595673 0.323875 0.703289 0.260085 0.203421 0.0886324
threshold=0.11366500000000002 -0.2987999999999999 0.14073000000000005 -1.0000000180025095e-35 0.073890000000000011 -0.043434999999999994 0.13772500000000001 -0.076734999999999984 -0.38214499999999996 0.097005000000000022 0.092735000000000026 0.087815000000000018 -0.086274999999999977 0.023990000000000004 -0.079249999999999987 -0.075724999999999987 -0.0044499999999999991 -0.063834999999999989 -0.26361999999999991 0.41548500000000005 -0.060094999999999989
decision_type=2 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 8 9 -2 -3 11 12 -7 18 -10 -13 17 -12 -4 -18 -16
right_child=2 3 13 4 -6 10 -8 -9 14 -11 16 15 -14 -15 20 -17 19 -19 -20 -21 -22
leaf_value=0.00065583878892538038 0.00086237949914769326 0.0019578576317038359 0.00026455489586459596 0.001308760169830707 0.0024023520986299241 0.0020980674538764697 0.00067689533225830784 0.00099023279084573109 0.0012041958087783962 0.0012504211293066709 0.0017333592955866037 0.0016543948803612351 0.0018872921091790879 0.00090172156373353476 0.0017350304266318521 0.0018856187863097915 0.0018293519149185675 0.0013220032371166108 0.00058165372811175438 0.0016421364405056827 0.0015443960433909438
leaf_weight=90 56 63 55 94 79 389 53 77 68 58 186 214 480 53 58 293 299 61 59 86 61
leaf_count=90 56 63 55 94 79 389 53 77 68 58 186 214 480 53 58 293 299 61 59 86 61
internal_value=0 0.00176761 0.000988769 0.00180966 0.00184913 0.00182832 0.00121971 0.00137469 0.00133796 0.00161905 0.00185262 0.00191038 0.00198168 0.00057922 0.00148019 0.00178809 0.00172682 0.00163191 0.000428976 0.00178762 0.00163761
internal_weight=0 2469 463 2379 2181 2102 296 198 243 121 2008 1376 869 167 187 507 632 247 114 385 119
internal_count=2932 2469 463 2379 2181 2102 296 198 243 121 2008 1376 869 167 187 507 632 247 114 385 119
is_linear=0
shrinkage=0.0032998


Tree=5182
num_leaves=13
num_cat=0
split_feature=2 13 123 34 13 42 40 43 1456 2 1429 133
split_gain=0.640842 0.282122 0.276025 0.295713 0.278642 0.344868 0.190041 0.190775 0.179551 0.210388 0.330343 0.163461
threshold=0.14073000000000005 -0.11210999999999999 0.083795000000000022 -0.049569999999999996 -0.0094049999999999984 0.093030000000000015 1.0000000180025095e-35 -0.50589999999999991 -0.24153499999999997 0.087815000000000018 -0.068264999999999978 0.035950000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 7 -5 -9 11 -11 -10
right_child=1 -3 4 6 -6 -7 -8 8 9 10 -12 -13
leaf_value=0.02217500709572387 0.0071682109908971546 -0.0070540740474315236 0.014566538289034857 0.019029510722216599 -0.0065530306505873007 -0.0031955200922586698 -0.00042501427202151863 0.018592674377971456 0.011913422356325455 -0.0050145200605291864 0.0081065742435090377 0.0075691759940609291
leaf_weight=52 64 103 76 59 60 52 55 58 849 57 1098 349
leaf_count=52 64 103 76 59 60 52 55 58 849 57 1098 349
internal_value=0 -0.00159286 0.00913326 0.00958772 0.00289423 0.00733667 0.00932779 0.00954568 0.00931286 0.00908335 0.00745748 0.0106494
internal_weight=0 167 2765 2577 188 128 2525 2470 2411 2353 1155 1198
internal_count=2932 167 2765 2577 188 128 2525 2470 2411 2353 1155 1198
is_linear=0
shrinkage=0.16829


Tree=5183
num_leaves=22
num_cat=0
split_feature=1 12 1 12 1 11 1 15 12 4 158 15 4 4 15 457 12 1212 133 4 133
split_gain=41.9671 9.00047 3.93848 2.95453 2.61458 2.13449 1.28741 1.26469 1.20328 1.00595 0.958468 0.905787 0.787047 0.622894 0.587059 0.519665 0.465773 0.453107 0.563393 0.384133 0.377366
threshold=0.10404000000000001 0.087255000000000013 0.12500000000000003 -0.032329999999999991 0.13601500000000002 1.0000000180025095e-35 0.092845000000000025 1.0000000180025095e-35 -1.0000000180025095e-35 0.053925000000000008 0.019155000000000002 -0.26361999999999991 0.008570000000000003 0.061295000000000009 0.11934000000000002 0.090920000000000015 -0.088999999999999982 0.089955000000000021 -0.016594999999999995 -0.080689999999999984 0.031880000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 13 6 8 9 -1 -7 16 14 20 -6 -10 -3 15 17 -2 19 -19 -5 -11
right_child=1 2 -4 5 11 7 -8 -9 12 10 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=0.0013667296201743044 0.00049502153276526463 0.0015670155332517723 0.00043027900104369984 0.0017003498238051429 -0.00024888650511157017 0.0017006428044255592 0.00071342459885395009 0.0023607888114342544 0.0010434140308186691 0.0010439062631588752 0.0016774728209173594 0.00029918991874909535 0.00052985325660212469 0.0011402081004930722 0.0012969527192951543 0.0012697086883420011 0.00011493105189563616 0.0016785241978416467 0.0012992612509072422 0.0015876488465923981 0.0013687958174581245
leaf_weight=75 65 102 62 521 89 71 59 58 52 78 69 52 88 60 75 52 77 72 109 965 81
leaf_count=75 65 102 62 521 89 71 59 58 52 78 69 52 88 60 75 52 77 72 109 965 81
internal_value=0 0.000603484 0.00113837 0.00155557 0.00032015 0.00158522 0.00107934 0.00199773 0.000503604 0.00155888 0.00135137 -4.65092e-05 0.000720856 0.00140916 0.00158523 0.00159779 0.000289164 0.001608 0.00145032 0.00162719 0.00120964
internal_weight=0 647 224 2285 423 2151 134 129 282 2022 228 141 140 162 1794 1719 142 1667 181 1486 159
internal_count=2932 647 224 2285 423 2151 134 129 282 2022 228 141 140 162 1794 1719 142 1667 181 1486 159
is_linear=0
shrinkage=0.0032998


Tree=5184
num_leaves=16
num_cat=0
split_feature=12 2 1 16 15 41 14 480 1446 133 403 1212 1 12 2
split_gain=0.58079 0.497206 0.321024 0.321256 0.461991 0.298637 0.484757 0.265194 0.370284 0.268266 0.294438 0.237427 0.128579 0.159744 0.129713
threshold=-0.19698999999999997 0.10859000000000001 0.10932500000000002 -0.069169999999999995 -0.049344999999999993 0.087555000000000008 0.073890000000000011 -0.069294999999999982 0.090965000000000004 0.052120000000000007 -0.10220499999999998 0.058905000000000006 0.11477000000000001 -0.053404999999999987 0.14073000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 6 7 -2 9 10 -9 -11 -4 -14 -15
right_child=1 2 12 4 -6 -7 -8 8 -10 11 -12 -13 13 14 -16
leaf_value=-0.006953622458491647 0.020721543650086365 0.016491596925791951 -0.0075565648667998107 0.012391691516728975 -0.0041102808718574803 -0.0029443644027713502 0.023612640384060975 -0.0011936313146140762 -0.0040610458788552066 0.007836180072226492 0.011472368212215488 -0.003072489777262816 -0.0057659466449028066 0.0092725087383704226 -0.00054162645361818752
leaf_weight=71 57 85 55 95 97 53 70 54 59 730 1233 61 60 78 74
leaf_count=71 57 85 55 95 97 53 70 54 59 730 1233 61 60 78 74
internal_value=0 0.00844133 0.00385719 0.00787112 0.0040454 0.00951684 0.00980935 0.00936814 0.00906447 0.009438 0.0109395 0.00699266 -0.000300334 0.0015737 0.00448276
internal_weight=0 2861 544 277 192 2317 2264 2194 2137 2078 1287 791 267 212 152
internal_count=2932 2861 544 277 192 2317 2264 2194 2137 2078 1287 791 267 212 152
is_linear=0
shrinkage=0.16829


Tree=5185
num_leaves=19
num_cat=0
split_feature=2 15 2 13 447 15 40 0 2 0 475 0 484 52 52 15 52 52
split_gain=28.7821 10.8522 7.73334 5.15488 4.46709 2.97785 2.68326 1.70178 1.34822 2.7964 1.04674 0.724445 0.719292 0.673418 0.801342 0.645229 0.216542 0.168627
threshold=0.11366500000000002 -0.38214499999999996 0.16730000000000003 -0.15122999999999998 0.089095000000000021 -0.23808999999999997 -0.034699999999999988 -0.10934999999999999 0.10523 -0.081164999999999987 0.001835 -0.076734999999999984 -0.077104999999999993 -0.15201999999999996 0.057445000000000003 1.0000000180025095e-35 -0.014944999999999998 -0.07167999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -5 11 -7 10 -10 12 -3 16 -9 -15 -14 -8 -11
right_child=2 4 -4 5 -6 7 8 13 9 17 -12 -13 15 14 -16 -17 -18 -19
leaf_value=0.0011240087308067486 0.00090858368264156797 0.0021529673970063258 0.00043963871772356467 0.0012007791136045684 0.0014393696825088097 0.0014621157009638266 0.002484189540285185 0.0023893261472868873 0.001508306764088613 0.0022852510352304313 0.0028303434579573733 0.001688880832469453 0.0023127903889816476 0.0016733575155656406 0.0022196845286519035 0.0024434052568126172 0.0026858829160418731 0.0025403984944448021
leaf_weight=82 91 81 74 70 58 55 141 68 56 70 67 69 785 54 66 911 112 55
leaf_count=82 91 81 74 70 58 55 141 68 56 70 67 69 785 54 66 911 112 55
internal_value=0 0.00230532 0.00142099 0.00160065 0.00234558 0.00180175 0.00236796 0.00197472 0.00239718 0.00212279 0.0024218 0.00193972 0.00240774 0.0021245 0.00197413 0.00238297 0.00257362 0.0023978
internal_weight=0 2487 478 404 2405 313 2347 243 2197 181 2016 150 1949 188 120 1696 253 125
internal_count=2965 2487 478 404 2405 313 2347 243 2197 181 2016 150 1949 188 120 1696 253 125
is_linear=0
shrinkage=0.0032998


Tree=5186
num_leaves=18
num_cat=0
split_feature=4 0 123 1429 13 3 157 49 4 3 49 481 4 0 1429 403 15
split_gain=0.730511 0.454292 0.385321 0.33635 0.314206 0.295775 0.408059 0.589267 0.373807 0.566678 0.315547 0.323897 0.290166 0.272371 0.227952 0.142697 0.128812
threshold=0.40052000000000004 -0.22745499999999999 0.081180000000000016 -0.09168999999999998 -0.0069149999999999993 -0.13117499999999996 -0.0036449999999999994 0.10124000000000001 -0.17568999999999999 -0.15624499999999999 0.12899500000000003 -0.074254999999999988 -0.025824999999999997 -0.052874999999999998 0.084515000000000021 -0.083219999999999975 -0.40992999999999996
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 -2 8 7 12 -5 -10 11 15 -7 -13 -14 -8 -6
right_child=2 3 -4 5 16 6 10 -9 9 -11 -12 13 14 -15 -16 -17 -18
leaf_value=-0.0041417450356604152 -0.012227452377895059 0.021781676888880445 0.007867449298197951 0.023936646561128483 0.0067957215936473164 -0.0025435507261189344 0.022712590686873865 -0.012704476782270309 -0.0021246510370183562 0.020250805165387863 0.018883517144601188 0.0082853491860854847 0.0043821580042154524 0.0012364494021642593 0.015433609669454252 0.011467598680780381 -0.0047725312430712975
leaf_weight=83 91 53 100 74 56 90 56 60 65 63 82 1567 134 173 88 77 53
leaf_count=83 91 53 100 74 56 90 56 60 65 63 82 1567 134 173 88 77 53
internal_value=0 0.00809878 -0.000655135 0.00849295 -0.00492541 0.00821375 0.00767588 0.00256017 0.014401 0.00887423 0.00864839 0.00819933 0.00550143 0.00758554 0.00877101 0.0162158 0.00115431
internal_weight=0 2665 300 2582 200 2529 2327 372 202 128 1955 1873 312 1740 222 133 109
internal_count=2965 2665 300 2582 200 2529 2327 372 202 128 1955 1873 312 1740 222 133 109
is_linear=0
shrinkage=0.16829


Tree=5187
num_leaves=25
num_cat=0
split_feature=1 1 12 12 1 47 12 16 15 16 11 1 150 16 16 15 48 12 0 12 13 16 16 13
split_gain=25.77 4.21158 3.38874 3.01103 1.83019 1.01603 1.0117 0.983047 0.787312 0.734425 0.805677 0.544489 0.532719 0.518122 0.55643 0.563902 0.471449 0.462893 0.413227 0.545753 0.403537 0.387488 0.266708 0.243515
threshold=0.10921500000000002 0.14195000000000002 0.023990000000000004 0.085075000000000026 0.087545000000000026 0.10070000000000003 0.11697000000000002 -0.080909999999999996 -0.098839999999999983 -0.50790499999999994 1.0000000180025095e-35 0.15523500000000004 1.0000000180025095e-35 0.022165000000000004 -0.11227499999999999 -0.46645999999999993 0.085875000000000021 -1.0000000180025095e-35 -0.10934999999999999 0.090455000000000021 0.076825000000000018 0.022165000000000004 0.0060400000000000011 -0.087404999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 8 13 9 -5 -1 -4 18 -3 17 14 15 -2 -14 -6 -11 22 -12 -10 -20 -21
right_child=1 11 6 7 12 -7 -8 -9 21 10 20 -13 16 -15 -16 -17 -18 -19 19 23 -22 -23 -24 -25
leaf_value=0.0018549930343162181 0.0003871310799965752 0.000377625737516963 0.0012290042501714828 0.00090921097555118522 0.00098715304095070263 0.0010878686318918052 0.0012392374415533696 0.0014768892953707922 0.0012054789484900552 0.0013326528716921375 0.0020672751356784649 -9.950416394900925e-05 0.00067848552329680253 0.00086581393719490556 0.00024617582195168185 0.00086404969609617992 0.0011255713406454193 0.0013785799961545458 0.0016856991423553457 0.0013260449558253967 0.0017010088746541939 0.0015631933053321574 0.0015108081566530633 0.0015610966008543234
leaf_weight=54 52 52 54 53 57 54 84 91 69 61 62 52 52 54 63 57 52 81 837 54 74 66 112 668
leaf_count=54 52 52 54 53 57 54 84 91 69 61 62 52 52 54 63 57 52 81 837 54 74 66 112 668
internal_value=0 0.000734183 0.00153843 0.000880156 0.00127256 0.000680466 0.00159553 0.0012682 0.00151634 0.00161109 0.00162211 0.000138722 0.00108202 0.000582966 0.00049396 0.000636852 0.000902367 0.00121716 0.00160277 0.00161261 0.00186824 0.00138062 0.0016651 0.00154357
internal_weight=0 528 2437 424 431 280 2006 144 189 1922 1868 104 242 226 172 109 104 138 1732 1671 136 135 949 722
internal_count=2965 528 2437 424 431 280 2006 144 189 1922 1868 104 242 226 172 109 104 138 1732 1671 136 135 949 722
is_linear=0
shrinkage=0.0032998


Tree=5188
num_leaves=27
num_cat=0
split_feature=4 12 12 150 4 150 52 52 49 52 12 4 11 12 40 15 12 15 481 15 403 15 15 52 4 4
split_gain=24.2866 6.39849 2.29561 2.27545 1.06722 0.906277 0.649551 1.4906 0.838949 0.644606 0.480622 0.458975 0.397549 0.38524 0.441225 0.362369 0.327507 0.312368 0.28311 0.441085 0.195183 0.185285 0.332952 0.225548 0.0999791 0.0407422
threshold=0.27998000000000006 1.0000000180025095e-35 0.11697000000000002 0.094545000000000018 -0.50139499999999992 0.081245000000000026 -0.092084999999999986 -0.046194999999999993 -0.077259999999999981 0.0054700000000000009 0.093910000000000007 -0.076164999999999997 1.0000000180025095e-35 -0.042789999999999988 -0.061244999999999994 -0.070454999999999976 0.13642500000000005 -0.43091499999999999 -0.074254999999999988 0.093185000000000004 -0.083219999999999975 -1.0000000180025095e-35 0.10189000000000002 -0.16207999999999997 -0.15504999999999997 -0.079614999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 -3 13 24 8 -8 -9 12 25 18 14 -2 -11 -4 -15 20 -20 -6 23 -23 -13 -1 -12
right_child=5 2 16 -5 10 -7 7 9 -10 15 11 21 -14 17 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27
leaf_value=0.0018742094577559104 0.00099066114337551057 0.0025764808177125569 0.0018066716642326126 0.0011488904661643622 0.002421837709901049 0.0013289044970625076 0.0016382561186159134 0.0020473817600754371 0.0010709743718611304 0.0018619651720329421 0.002119209764133973 0.0018609331902512622 0.0023610377629858922 0.0012332425876353066 0.00058129874106051661 0.0015053870256410715 0.0014472527331901414 0.0008884147749608852 0.0021139020680950951 0.0018513354626250535 0.0021616135762993556 0.0016499687643183455 0.0019765103081399497 0.0020773271857938433 0.0020695705377956771 0.0022468995087157853
leaf_weight=68 58 52 56 76 52 81 64 99 52 66 102 81 78 57 58 62 58 60 1065 77 96 55 98 176 61 57
leaf_count=68 58 52 56 76 52 81 64 99 52 66 102 81 78 57 58 62 58 60 1065 77 96 55 98 176 61 57
internal_value=0 0.00199803 0.00208086 0.00168012 0.00210702 0.00102725 0.00176558 0.00168978 0.00138426 0.00184575 0.0020944 0.00201265 0.00212837 0.000922228 0.000786284 0.00168952 0.00162412 0.00105671 0.00211427 0.00209623 0.00225328 0.00195341 0.00185936 0.00200926 0.00196686 0.00216521
internal_weight=0 2651 2103 548 1989 314 472 343 116 227 1937 569 1368 233 116 128 114 117 1290 1142 148 410 153 257 129 159
internal_count=2965 2651 2103 548 1989 314 472 343 116 227 1937 569 1368 233 116 128 114 117 1290 1142 148 410 153 257 129 159
is_linear=0
shrinkage=0.0032998


Tree=5189
num_leaves=24
num_cat=0
split_feature=3 2 15 457 15 2 3 0 43 43 43 2 15 43 13 1429 15 0 15 15 13 15 0
split_gain=10.2661 4.09654 2.52253 1.91758 2.21749 1.20662 1.14311 1.02308 0.860998 0.848606 0.846703 0.524481 0.408038 0.375839 0.582622 0.338515 0.371903 0.533832 0.493221 0.273744 0.217531 0.160585 0.0305362
threshold=-0.041789999999999994 0.16730000000000003 -0.24511999999999998 0.096725000000000019 -0.47612499999999996 0.10523 0.28833000000000003 -0.080734999999999987 -0.073404999999999984 -0.50182499999999985 -0.088689999999999977 0.11504500000000002 0.097415000000000015 -0.0083799999999999986 0.016935000000000002 -0.049454999999999992 -0.021179999999999997 -0.082454999999999987 -0.09547499999999999 -0.071364999999999998 -0.069874999999999979 0.11357500000000002 0.035525000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 9 8 -7 10 -4 -6 19 15 14 -9 -11 18 -18 -17 -10 21 -14 -15
right_child=1 -3 5 -5 6 7 -8 13 11 12 -12 -13 20 22 -16 16 17 -19 -20 -21 -22 -23 -24
leaf_value=0.00060737394542056033 0.00036970869788676455 -1.6087518924864793e-05 0.0017657387366313505 0.0003639479803347655 0.0012349315480604233 0.0007800266012397796 0.00065294586931586565 0.0012857129088093267 0.001377987338516433 0.0016334639954025604 0.00071492204571886923 0.00096743428317380416 0.0014151644328947873 0.0013248401544142844 0.00085538469204551632 0.001423760410892124 0.0014727564421162722 0.0013166697735986286 0.0012175287109257233 0.0011656408033692059 0.0010229828019985938 0.0011744562167335946 0.0014517440259420838
leaf_weight=54 58 53 56 59 52 67 71 97 122 52 101 90 55 52 54 199 511 462 362 154 54 75 55
leaf_count=54 58 53 56 59 52 67 71 97 122 52 101 90 55 52 54 199 511 462 362 154 54 75 55
internal_value=0 0.000868092 0.00131298 0.000934424 0.000986311 0.00133068 0.00104687 0.00114475 0.00110069 0.00136375 0.000891888 0.00118788 0.00135102 0.00123933 0.00113205 0.00136824 0.00135923 0.00139868 0.00129075 0.00125963 0.00120234 0.00127657 0.0013904
internal_weight=0 760 2205 707 648 2151 590 325 519 1826 153 366 1770 258 151 1586 1534 973 561 276 184 130 107
internal_count=2965 760 2205 707 648 2151 590 325 519 1826 153 366 1770 258 151 1586 1534 973 561 276 184 130 107
is_linear=0
shrinkage=0.0032998


Tree=5190
num_leaves=25
num_cat=0
split_feature=1 12 150 11 3 150 1 159 0 3 3 150 12 16 0 474 403 52 1212 394 0 3 394 52
split_gain=0.583823 0.907781 0.626755 0.753834 0.404621 0.374033 0.361615 0.297579 0.330138 0.40376 0.302533 0.297388 0.247071 0.214301 0.17591 0.188148 0.173758 0.204446 0.166387 0.160313 0.15532 0.142845 0.121623 0.0328559
threshold=0.077375000000000013 0.10544500000000001 1.0000000180025095e-35 0.088160000000000002 0.41720500000000005 0.085595000000000018 0.11497000000000002 -0.40873999999999994 -0.11991499999999998 0.083395000000000011 -0.15624499999999999 0.11717500000000002 0.084065000000000015 -0.087484999999999993 -0.11214999999999999 0.086545000000000011 -1.0000000180025095e-35 -0.014264999999999998 -0.074449999999999988 -0.0063999999999999986 -0.052874999999999998 -0.090104999999999977 -0.088854999999999976 0.088485000000000008
decision_type=2 2 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 7 -4 -3 -2 9 -9 -10 13 16 -7 -14 18 -1 -18 23 22 21 -21 -20 -16
right_child=1 6 5 -5 -6 11 -8 8 10 -11 -12 -13 14 -15 15 -17 17 -19 19 20 -22 -23 -24 -25
leaf_value=0.024282895288273484 0.020342518092910416 0.0040126415733385008 -0.011174170820225289 0.029813614486420177 0.023471919509102591 0.001766056039248509 -0.013786075126980621 -0.0067439844762802676 0.021225236771467273 0.0082988047928774771 0.0081767885247903127 -0.0043043374696166157 0.019957754895760248 0.015185079373698436 0.012753581375837469 0.017170990514137386 0.019263639618395636 0.0080185683723080457 0.0093122025923532224 0.013163445478021623 0.0010865181028241488 0.0076882103913287316 0.02048951578475014 0.018832154053677486
leaf_weight=61 54 55 57 52 52 64 78 92 55 112 620 75 55 72 52 101 96 89 56 172 81 650 56 55
leaf_count=61 54 55 57 52 52 64 78 92 55 112 620 75 55 72 52 101 96 89 56 172 81 650 56 55
internal_value=0 0.00682512 0.00817559 0.0100507 0.00900553 0.000913447 -0.0064122 0.00819733 0.00744916 0.00150599 0.00924266 0.00418734 0.0115572 0.00888346 0.0106132 0.0101915 0.0164545 0.0138636 0.00956158 0.00889216 0.00814291 0.00883607 0.0149169 0.0158949
internal_weight=0 1438 1305 1037 985 268 133 933 879 204 675 211 1524 136 1278 1223 246 185 1122 1015 903 822 112 107
internal_count=2962 1438 1305 1037 985 268 133 933 879 204 675 211 1524 136 1278 1223 246 185 1122 1015 903 822 112 107
is_linear=0
shrinkage=0.16829


Tree=5191
num_leaves=13
num_cat=0
split_feature=40 49 1373 43 49 447 51 13 11 15 42 15
split_gain=0.587024 0.558514 0.298077 0.323451 0.2702 0.282136 0.217249 0.265753 0.485065 0.347996 0.253659 0.303126
threshold=-0.08440499999999998 -0.0019649999999999997 1.0000000180025095e-35 -0.50775499999999985 0.15171000000000004 0.089095000000000021 0.095105000000000009 0.053700000000000005 0.082245000000000013 -0.077474999999999988 0.086700000000000013 -0.076594999999999983
decision_type=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 -8
right_child=2 -3 -4 4 -6 -7 10 9 -10 -11 -12 -13
leaf_value=-0.016693448574106078 -0.0044913498656128977 0.0060600872978031654 0.018986169139321444 0.0085060799056415077 -0.0014253608136181844 -0.0018119018949944424 0.010675155809934842 -0.006805637047386702 0.024837451205517898 0.0069281341706744293 0.0064516345185857797 0.025838551109424804
leaf_weight=53 58 72 71 1994 80 73 80 71 53 197 89 71
leaf_count=53 58 72 71 1994 80 73 80 71 53 197 89 71
internal_value=0 -0.00357304 0.00820117 0.00792368 0.00819025 0.00848364 0.00877851 0.00827687 0.0089298 0.00328301 0.0136097 0.0178169
internal_weight=0 125 2837 2766 2708 2628 2555 2315 2047 268 240 151
internal_count=2962 125 2837 2766 2708 2628 2555 2315 2047 268 240 151
is_linear=0
shrinkage=0.16829


Tree=5192
num_leaves=16
num_cat=0
split_feature=39 106 4 15 13 2 48 13 13 1373 1456 160 4 4 13
split_gain=0.389374 0.344264 0.288975 0.575121 0.477516 0.403947 0.215245 0.217612 0.227223 0.210122 0.191467 0.264457 0.177925 0.456948 0.189031
threshold=0.12081000000000001 0.085650000000000018 0.028075000000000006 -0.043134999999999993 -0.16392499999999996 0.11183000000000003 0.11579500000000002 0.053700000000000005 -0.010424999999999999 0.078175000000000008 0.091180000000000011 -0.53327999999999987 -0.17006499999999999 -0.10701499999999999 0.095470000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -4 -5 7 8 -6 10 11 -1 14 -14 -13
right_child=-2 -3 3 5 6 -7 -8 -9 -10 -11 -12 12 13 -15 -16
leaf_value=-0.0021790225050629095 -0.0080111187267488046 -0.0067564005530043499 0.020150395718909506 0.0012482876854560954 0.0046906156222109186 -0.016897198043691358 -0.0055283350546361399 -0.003113465349799309 0.013525638245825845 0.018004901971436157 0.017179620498611565 0.015604676187401067 -0.0054712334738107118 0.0077762807659822204 0.0037495615022392179
leaf_weight=79 52 53 64 97 272 54 52 65 119 57 58 147 77 1664 52
leaf_count=79 52 53 64 97 272 54 52 65 119 57 58 147 77 1664 52
internal_value=0 0.0066657 0.00691532 0.0040025 0.00644261 -0.00522893 0.00471211 0.00588382 0.00738413 0.00790134 0.0076232 0.00734778 0.00773665 0.00718934 0.0125159
internal_weight=0 2910 2857 723 572 151 508 456 391 2134 2077 2019 1940 1741 199
internal_count=2962 2910 2857 723 572 151 508 456 391 2134 2077 2019 1940 1741 199
is_linear=0
shrinkage=0.16829


Tree=5193
num_leaves=21
num_cat=0
split_feature=49 11 41 1 50 49 4 403 151 3 1375 4 3 3 13 133 4 41 2 15
split_gain=0.384918 0.33503 0.523542 0.40413 0.41473 0.473909 0.716575 0.486236 0.406062 0.236772 0.242043 0.223168 0.184497 0.201875 0.176277 0.125859 0.120913 0.0941108 0.0918483 0.0350263
threshold=-0.15734499999999998 0.094115000000000018 0.082560000000000008 0.07665000000000001 0.083090000000000011 0.011845000000000001 0.05309500000000001 -0.056304999999999987 -0.010059999999999998 -0.055389999999999988 -0.073619999999999991 -0.085594999999999991 -0.082824999999999982 -0.080054999999999987 0.0014600000000000001 0.024980000000000006 -0.076689999999999994 0.09469000000000001 0.10472500000000001 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 9 5 7 -7 -5 -9 10 -2 15 19 -14 -13 -12 -15 -4 -11 -6
right_child=1 -3 17 4 12 6 -8 8 -10 18 11 14 13 16 -16 -17 -18 -19 -20 -21
leaf_value=-0.0069011761241036173 0.017767125669492703 -0.0062090988565565988 0.022704838419032539 -0.012591268666668175 0.010868381510902367 -0.020806808842924757 0.0058635689866184098 0.010540580511406461 0.0015972237858833224 0.018751633709253472 0.0083584879654600552 0.006183805141339674 -0.0036474819900224878 0.01385783180252334 0.00019541645721331038 0.017200638653449406 0.0048960878417436179 0.012509179334218013 0.0093932076526865686 0.017111101933016997
leaf_weight=71 54 66 52 54 53 63 52 195 550 66 139 913 52 68 165 69 117 53 56 54
leaf_count=71 54 66 52 54 53 63 52 195 550 66 139 913 52 68 165 69 117 53 56 54
internal_value=0 0.00563021 0.00590745 0.00545637 0.00324241 0.00136546 -0.00873154 0.00282097 0.00394051 0.00736017 0.00671145 0.00624582 0.00822419 0.00559285 0.00526888 0.0113003 0.00819985 0.0175756 0.0144707 0.0140357
internal_weight=0 2891 2825 2720 1258 914 115 799 745 1462 1340 1286 344 237 1078 208 185 105 122 107
internal_count=2962 2891 2825 2720 1258 914 115 799 745 1462 1340 1286 344 237 1078 208 185 105 122 107
is_linear=0
shrinkage=0.16829


Tree=5194
num_leaves=23
num_cat=0
split_feature=1 3 2 2 123 2 2 3 1 1 2 48 13 1210 3 1 2 2 1209 160 3 43
split_gain=31.5019 5.68896 2.5307 2.74579 1.86376 1.75948 1.45654 1.196 0.816877 0.779882 0.741006 0.889879 0.542423 0.404981 0.37965 0.319796 0.304883 0.436032 0.278386 0.236777 0.0650303 0.0623454
threshold=0.10404000000000001 -0.063264999999999988 0.14561000000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.11426500000000002 0.10859000000000001 0.088880000000000015 0.086165000000000005 0.11392000000000001 0.098655000000000007 0.082425000000000012 -0.082419999999999979 -0.08107499999999998 0.0098450000000000013 0.096315000000000026 0.12068000000000001 0.10362500000000001 0.086895000000000014 -0.087899999999999992 0.143375 -0.03898999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 -3 7 9 -5 10 -9 -2 13 12 -12 21 -8 18 17 -14 19 -15 -16 -1
right_child=1 2 -4 6 -6 -7 14 8 -10 -11 11 -13 16 15 20 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0017383701126989413 0.0016248185602273809 0.00017102956586782661 4.7569964462689289e-05 0.0012171314383910619 0.0010844278293869708 0.00071360276611566855 0.0004417131047749804 0.0015904908926898012 0.001058286130225102 0.0011523732622866479 0.0018387465306011416 0.0010913032221781421 0.0012753658233697941 0.0015447182845119438 0.00084717899485769761 0.0013886598445572908 0.0012689091526694007 0.0016227248081792027 0.0014085129028134336 0.0016543947251892784 0.00069216928175908012 0.0019067560885644311
leaf_weight=59 71 93 94 76 87 63 55 53 79 84 54 59 54 277 65 68 63 158 65 1168 62 55
leaf_count=59 71 93 94 76 87 63 55 53 79 84 54 59 54 277 65 68 63 158 65 1168 62 55
internal_value=0 0.000742919 0.000528833 0.000657618 0.00155947 0.00117977 0.00083288 0.00157814 0.00127224 0.00136901 0.00159753 0.00146655 0.00153374 0.00162755 0.00067223 0.00161363 0.00147372 0.00153441 0.00162374 0.00163339 0.000771782 0.00181992
internal_weight=0 663 445 351 2299 218 258 2212 132 155 2080 388 329 1692 182 1578 275 212 1510 1445 127 114
internal_count=2962 663 445 351 2299 218 258 2212 132 155 2080 388 329 1692 182 1578 275 212 1510 1445 127 114
is_linear=0
shrinkage=0.0032998


Tree=5195
num_leaves=19
num_cat=0
split_feature=3 51 151 11 42 3 157 3 151 1 52 16 52 3 4 42 11 49
split_gain=0.378632 0.31875 0.308763 0.458533 1.37706 0.409707 0.350883 0.326541 0.239902 0.295568 0.22233 0.295621 0.269051 0.182578 0.147217 0.171246 0.103471 0.0345807
threshold=0.11745500000000002 -0.16980499999999998 0.085445000000000007 0.078340000000000007 0.083120000000000013 -0.15327499999999997 -0.0089949999999999978 -0.087414999999999979 -0.11022999999999998 0.10075500000000003 0.024870000000000003 -0.4136149999999999 -0.06717999999999999 -0.078129999999999991 0.043640000000000005 0.094350000000000003 0.091870000000000021 0.084735000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 5 16 -3 7 -7 -8 -10 11 -2 -13 -9 17 -16 -5 -1
right_child=10 2 -4 4 -6 6 8 13 9 -11 -12 12 -14 -15 15 -17 -18 -19
leaf_value=0.013302830021988959 -0.0081378375306483154 0.018346596628402573 0.015301344889114422 0.0018855927764690682 -0.026379972250949731 -0.011715139800385408 0.015172257710050981 0.0060170871443644587 0.0064469110067856611 -4.3849440556903953e-05 -0.010062659989667745 -0.00068959244873674811 0.01563965216339577 -0.0020103798507201333 0.0020060692602234787 0.014956202331918749 0.012131927472480859 0.019592639317154676
leaf_weight=53 57 68 83 60 52 54 78 179 1563 227 61 63 52 145 66 52 53 52
leaf_count=53 57 68 83 60 52 54 78 179 1563 227 61 63 52 145 66 52 53 52
internal_value=0 0.00572699 0.00519457 0.00485546 -0.00370932 0.00546694 0.0050762 0.000395087 0.00602249 0.00562278 -0.001329 0.00175795 0.00667844 0.002419 0.0118358 0.00772813 0.0067073 0.0164349
internal_weight=0 2785 2562 2479 165 2314 2246 378 1868 1790 233 172 115 324 223 118 113 105
internal_count=3018 2785 2562 2479 165 2314 2246 378 1868 1790 233 172 115 324 223 118 113 105
is_linear=0
shrinkage=0.16829


Tree=5196
num_leaves=16
num_cat=0
split_feature=48 4 15 52 48 49 132 132 15 1203 1209 159 159 4 151
split_gain=0.597669 0.443981 0.352449 0.487036 0.235599 0.260197 0.182819 0.234839 0.203714 0.185646 0.180049 0.204081 0.43594 0.331218 0.0697692
threshold=0.093225000000000016 0.25367000000000006 -0.089604999999999976 -0.074359999999999996 0.085485000000000019 -0.06951499999999998 0.12315500000000001 0.086470000000000005 0.082225000000000006 0.088980000000000017 -0.08342999999999999 0.085545000000000024 0.040460000000000003 -0.079164999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 14 -4 6 -6 7 9 -9 10 -1 12 -12 -13 -2
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 11 13 -14 -15 -16
leaf_value=0.014258145471894504 0.0031756341501578186 -0.015736172782715194 0.00501080501709859 -0.013875803675470992 0.016795680253293074 0.0046540800631313948 0.014404061433474112 -0.0080900978237750838 0.0052767129001025691 -0.0038271769962279273 0.0047118122747124569 0.018299822270463315 -0.0093107461976242624 0.0056959037262722147 0.01109191940954905
leaf_weight=60 67 58 73 82 100 101 54 76 56 67 1782 79 65 237 61
leaf_count=60 67 58 73 82 100 101 54 76 56 67 1782 79 65 237 61
internal_value=0 -0.00232187 0.000421004 -0.00496923 0.00515548 0.0107036 0.00470436 0.00448736 -0.00240572 0.00488547 0.00514887 0.00489536 0.00421735 0.00885257 0.00696228
internal_weight=0 341 283 155 2677 201 2476 2422 132 2290 2223 2163 1847 316 128
internal_count=3018 341 283 155 2677 201 2476 2422 132 2290 2223 2163 1847 316 128
is_linear=0
shrinkage=0.16829


Tree=5197
num_leaves=16
num_cat=0
split_feature=43 11 51 150 10 4 15 10 150 128 158 484 16 16 16
split_gain=0.246921 0.403859 0.301708 0.270916 0.295214 0.196583 0.219957 0.176687 0.269188 0.176507 0.229738 0.197388 0.138153 0.102619 0.11726
threshold=-0.095964999999999981 0.078730000000000008 -0.025879999999999997 0.12364000000000001 0.057650000000000007 -0.096364999999999992 -0.093959999999999988 -0.11133 0.10871000000000001 0.087685000000000013 0.11714000000000001 0.041025000000000006 -0.077679999999999985 -0.082244999999999985 0.0011450000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -4 -7 -2 9 10 11 -9 -11 -8 -15
right_child=3 -3 5 -5 -6 6 13 8 -10 12 -12 -13 -14 14 -16
leaf_value=0.020019108709103874 -0.0060394906178653333 -0.0059100811428866524 0.016041311421986965 -0.0090582435423207583 -0.0093350284029861987 0.014539163660914508 -0.0038187734978617593 0.0033373003602286478 0.013351228882754423 0.0040894187817729945 0.011911816268062874 -0.0012224625618706968 0.014953531602538565 0.0082155107234125873 -0.0015501825687236331
leaf_weight=62 54 57 58 52 52 56 52 1815 79 70 79 315 64 100 53
leaf_count=62 54 57 58 52 52 56 52 1815 79 70 79 315 64 100 53
internal_value=0 0.00728245 0.00926086 0.00295682 0.00320468 0.00716428 0.00518472 0.00346876 0.00368149 0.00335469 0.00299373 0.00266213 0.00929166 0.0026206 0.00482088
internal_weight=0 438 381 2580 2528 319 261 2476 2422 2343 2209 2130 134 205 153
internal_count=3018 438 381 2580 2528 319 261 2476 2422 2343 2209 2130 134 205 153
is_linear=0
shrinkage=0.16829


Tree=5198
num_leaves=25
num_cat=0
split_feature=1 13 52 4 1 2 9 3 50 2 1 49 133 4 1443 4 4 3 4 2 2 4 16 1
split_gain=9.48132 2.65289 1.24717 0.924323 0.748139 0.607159 1.53188 0.920062 0.588984 0.405109 0.397217 0.392518 0.337264 0.629285 0.289253 0.291287 0.271808 0.511684 0.224839 0.232875 0.189738 0.158059 0.15598 0.113834
threshold=0.10075500000000003 -0.27740999999999993 -0.41694999999999993 0.0060300000000000015 0.13612500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.090170000000000014 0.12024000000000001 -0.054704999999999997 0.083670000000000008 -0.085999999999999979 0.086750000000000008 0.38865500000000003 1.0000000180025095e-35 -0.4950449999999999 -9.4999999999999992e-05 -0.024819999999999998 0.18095500000000003 0.092320000000000013 0.11657500000000001 0.41248000000000007 -0.016354999999999998 0.11584000000000001
decision_type=2 2 2 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 8 -2 6 -4 12 11 -8 18 -1 13 -7 15 -13 17 -17 19 -5 -21 -9 -18 -11
right_child=1 2 5 10 -6 7 9 21 -10 23 -12 14 -14 -15 -16 16 22 -19 -20 20 -22 -23 -24 -25
leaf_value=0.0012440570535318018 0.00035383379839736603 0.00096978972556983033 0.00025488906109139128 0.00097756931128259363 -0.00016305772762799023 -3.8638819177322226e-05 0.00061432683272932831 0.00057217585057544262 0.00071246325825751844 0.0010805575028669941 0.00059455792752940951 0.0012029324313492028 0.00053682904311014041 0.00041704136219284846 0.00075526050030927687 0.00099334178066239065 0.0010118905191481039 0.00070640897521323401 0.0010153245013181586 0.00065617582651350938 0.00089013198768596498 0.00082955988201832091 0.0012627228764450608 0.00086414320260860236
leaf_weight=72 59 94 65 67 63 55 53 52 80 53 74 76 57 82 55 1414 52 72 82 103 62 55 62 59
leaf_count=72 59 94 65 67 63 55 53 52 80 53 74 76 57 82 55 1414 52 72 82 103 62 55 62 59
internal_value=0 0.000532051 0.000618941 0.000960737 8.66257e-05 0.000556766 0.000684725 0.000458873 0.000991042 0.000853841 0.000813573 0.00100338 0.000323049 0.000233847 0.000993352 0.00100114 0.000991537 0.000979463 0.000865076 0.000811819 0.0007443 0.000704805 0.00114862 0.000966868
internal_weight=0 747 625 2271 122 531 230 301 1883 165 388 1803 194 137 1731 1676 1600 1486 314 232 165 107 114 112
internal_count=3018 747 625 2271 122 531 230 301 1883 165 388 1803 194 137 1731 1676 1600 1486 314 232 165 107 114 112
is_linear=0
shrinkage=0.0032998


Tree=5199
num_leaves=21
num_cat=0
split_feature=1 12 2 123 3 50 0 3 3 39 123 0 12 0 43 1 394 2 480 1
split_gain=12.1543 2.87802 2.31126 0.578222 0.540025 0.748398 0.602351 0.521284 0.839771 0.687763 0.759109 0.545729 0.413087 0.367946 0.293787 0.252296 0.218161 0.217589 0.186643 0.230675
threshold=0.10075500000000003 0.085075000000000026 0.11504500000000002 1.0000000180025095e-35 -0.115685 0.11875500000000001 -0.13409999999999997 0.28833000000000003 0.090170000000000014 0.085190000000000016 0.08901000000000002 -0.21196999999999996 0.09550500000000002 -0.22745499999999999 -0.046639999999999994 0.077845000000000011 -0.086964999999999987 0.13270000000000001 -0.065749999999999989 0.091600000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 12 4 6 13 -1 8 9 -2 -11 -10 -3 -6 -14 -8 -15 -9 -18 -20
right_child=1 2 -4 -5 5 -7 15 17 11 10 -12 -13 14 16 -16 -17 18 -19 19 -21
leaf_value=0.001298944368216391 0.00021338291552529693 0.0013822263677207411 0.00044335355858700511 0.00092892025300498086 0.001000664057597166 0.00095762230453692605 0.0010511911651964678 0.00022919232185035225 0.00064273944266216932 0.0008324119687680311 0.00039319040379163063 0.0010977916334720466 0.0012413444878404151 0.0014196018855800554 0.00094403816541773237 0.0007408714654460601 0.0010584642704821793 0.00051592039750194337 0.001251082862884921 0.0013869556909167796
leaf_weight=71 59 64 64 74 60 96 65 55 59 92 81 57 62 99 92 53 52 62 1546 155
leaf_count=71 59 64 64 74 60 96 65 55 59 92 81 57 62 99 92 53 52 62 1546 155
internal_value=0 0.000732413 0.000995595 0.00121778 0.00122749 0.00124347 0.00105761 0.000572731 0.000636944 0.000521941 0.000626969 0.000866646 0.00115756 0.0012578 0.00106396 0.000912109 0.00126611 0.000381435 0.00125742 0.00126348
internal_weight=0 747 282 2271 2197 2008 189 465 348 232 173 116 218 1912 154 118 1852 117 1753 1701
internal_count=3018 747 282 2271 2197 2008 189 465 348 232 173 116 218 1912 154 118 1852 117 1753 1701
is_linear=0
shrinkage=0.0032998


Tree=5200
num_leaves=18
num_cat=0
split_feature=4 3 39 10 11 3 3 3 3 3 4 15 42 158 48 51 13
split_gain=32.1318 10.1901 8.00007 2.83738 2.03547 1.79399 1.75505 1.4498 0.690336 1.61017 0.625893 0.55315 0.443958 0.34928 0.259314 0.215826 0.150898
threshold=0.31392000000000003 0.28833000000000003 0.08252000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.13117499999999996 0.11391500000000002 -0.080854999999999996 0.35004500000000011 0.085880000000000012 0.018150000000000003 0.037885000000000009 0.12219000000000001 0.019155000000000002 0.086665000000000006 -0.012244999999999997 -0.076349999999999987
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 10 -2 9 16 12 15 -7 -12 -5 -6 -9
right_child=7 -3 3 14 11 6 -8 8 -10 -11 13 -13 -14 -15 -16 -17 -18
leaf_value=0.0013866526151063657 0.0011308934165882745 0.00058966285806717213 0.0006645092285808877 0.001663318149301317 0.0023384265196763443 0.0020194201075685917 0.0014397347316483932 0.0006193720682344813 0.00031005191271440318 0.0011608901631933652 0.0017776377633924021 0.0025919631635925398 0.0017137487824663397 0.0020124837467995729 0.0013824818650383648 0.0020309647447259455 0.00037005001473082254
leaf_weight=60 89 64 56 82 54 1677 67 53 55 62 227 59 55 104 68 52 55
leaf_count=60 89 64 56 82 54 1677 67 53 55 62 227 59 55 104 68 52 55
internal_value=0 0.00189101 0.00192351 0.00129944 0.00197809 0.00195136 0.00196725 0.000773879 0.000632503 0.000736618 0.00198437 0.00233262 0.00200973 0.00185153 0.00153624 0.00218793 0.000492729
internal_weight=0 2625 2561 206 2355 2190 2130 314 225 170 2063 165 1732 331 150 106 108
internal_count=2939 2625 2561 206 2355 2190 2130 314 225 170 2063 165 1732 331 150 106 108
is_linear=0
shrinkage=0.0032998


Tree=5201
num_leaves=14
num_cat=0
split_feature=0 4 1447 0 52 49 151 0 13 14 13 14 2
split_gain=0.742379 0.753779 0.436017 0.495592 0.354207 0.250589 0.362053 0.265633 0.475126 0.271282 0.209969 0.196717 0.303019
threshold=-0.23395499999999997 0.31392000000000003 -0.084999999999999978 -0.087404999999999997 0.5140450000000002 -0.23591499999999996 0.011180000000000001 -0.085349999999999995 -0.091014999999999999 0.020750000000000005 -0.15941999999999998 -0.40567999999999999 -0.0011799999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 7 9 -9 -7 -3 -12 -13
right_child=1 10 4 -5 -6 6 -8 8 -10 -11 11 12 -14
leaf_value=0.02420495188671027 0.008588855362565628 0.0058797661072159226 0.019751178263582379 -0.012282797889332469 -0.0027434538792972421 0.0098281299321449946 -0.0020822398292057679 -0.0052606372498733575 0.0077139648196601516 0.021093382702791832 0.0026149986657780697 0.00041750823153000001 -0.015599508591393156
leaf_weight=68 62 71 52 67 87 779 98 85 1301 66 68 60 75
leaf_count=68 62 71 52 67 87 779 98 85 1301 66 68 60 75
internal_value=0 0.00640364 0.00728952 -0.00223753 0.00778821 0.00817379 0.00791453 0.00835445 0.00691697 0.0107101 -0.00198628 -0.0047463 -0.00846753
internal_weight=0 2871 2597 129 2468 2381 2329 2231 1386 845 274 203 135
internal_count=2939 2871 2597 129 2468 2381 2329 2231 1386 845 274 203 135
is_linear=0
shrinkage=0.16829


Tree=5202
num_leaves=22
num_cat=0
split_feature=4 2 40 0 2 13 4 14 14 4 13 4 0 0 52 13 13 13 16 52 0
split_gain=13.4179 3.38011 1.57821 1.07409 0.959602 1.0127 0.742099 0.715801 0.607247 0.462627 0.439244 0.402269 1.01458 0.439049 0.379086 0.463227 0.295495 0.258596 0.213117 0.170198 0.127629
threshold=0.31392000000000003 0.14132000000000003 -0.0099849999999999991 -0.18713499999999997 0.097180000000000016 -0.094609999999999986 0.51395000000000002 -0.41608999999999996 0.064610000000000015 -0.090174999999999991 -0.0059899999999999997 -0.50231999999999988 -0.066574999999999981 -0.11167499999999998 0.048655000000000011 -0.052124999999999998 0.090235000000000024 -0.049994999999999991 -0.080419999999999978 -0.010394999999999998 -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 2 10 -2 8 -6 7 -5 11 16 19 -4 13 -13 15 -11 -7 -14 -16 -1 -9
right_child=3 -3 4 6 5 9 -8 20 -10 14 -12 12 17 -15 18 -17 -18 -19 -20 -21 -22
leaf_value=0.00064086480400026024 0.0007826327480780843 0.00049268155519157405 0.0014662239139776731 0.00073102992198017288 0.00067650857872183676 0.0014407549734281103 5.7396716667033529e-05 0.00015310925529640594 0.0014781951870519773 0.0011344432405959387 0.0010971404077692699 0.0010038168946582199 0.0010205550186848332 0.0012086442756920489 0.0013253188102026108 0.00080142015675111898 0.0011058866845970138 0.00068796797496122085 0.0010562071627674703 0.00088020855525718577 0.00038476741168636712
leaf_weight=78 61 93 53 56 75 58 92 53 79 76 54 126 52 1454 54 117 60 52 86 58 52
leaf_count=78 61 93 53 56 75 58 92 53 79 76 54 126 52 1454 54 117 60 52 86 58 52
internal_value=0 0.0011112 0.0011339 0.000389243 0.00115741 0.0010328 0.000294255 0.000429384 0.00119348 0.00109197 0.000843977 0.00118051 0.0011715 0.00119233 0.0010285 0.000932741 0.00127078 0.0008546 0.00116026 0.000743197 0.000268171
internal_weight=0 2625 2532 314 2342 526 253 161 1816 451 190 1737 1684 1580 333 193 118 104 140 136 105
internal_count=2939 2625 2532 314 2342 526 253 161 1816 451 190 1737 1684 1580 333 193 118 104 140 136 105
is_linear=0
shrinkage=0.0032998


Tree=5203
num_leaves=10
num_cat=0
split_feature=2 0 48 150 15 11 2 1429 50
split_gain=0.549053 0.486744 0.343871 0.280739 0.338388 0.55563 0.342884 0.228028 0.228393
threshold=0.17553000000000005 -0.23395499999999997 -0.087924999999999989 0.11717500000000002 -0.42075999999999997 0.091870000000000021 0.12068000000000001 0.087700000000000014 0.10861000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 7 -4 8 -6
right_child=-2 2 3 -5 5 -7 -8 -9 -10
leaf_value=0.020847679694784158 -0.0087459859159252674 0.018732041162308904 -0.0077243775279716527 -0.0035426143701509081 0.0074152073253119111 0.024136032078586674 0.0086242830838968009 -0.0013541063699267196 0.0017780434680960419
leaf_weight=68 66 63 92 82 2131 52 60 99 226
leaf_count=68 66 63 92 82 2131 52 60 99 226
internal_value=0 0.00676726 0.00642528 0.00614186 0.00644108 0.00690848 -0.00125914 0.00654299 0.00687545
internal_weight=0 2873 2805 2742 2660 2508 152 2456 2357
internal_count=2939 2873 2805 2742 2660 2508 152 2456 2357
is_linear=0
shrinkage=0.16829


Tree=5204
num_leaves=12
num_cat=0
split_feature=1 44 1447 43 43 50 13 47 50 43 1
split_gain=0.576792 0.333878 0.260423 0.449099 0.296628 0.199444 0.23963 0.159683 0.177638 0.306563 0.235729
threshold=0.14860500000000001 0.081710000000000019 -0.084999999999999978 -0.022159999999999996 -0.50589999999999991 0.11875500000000001 -0.064654999999999976 0.12171500000000002 0.089430000000000023 -0.04133499999999999 0.080320000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 7 -7 8 10 -10 -6
right_child=-2 -3 4 -5 5 6 -8 -9 9 -11 -12
leaf_value=-0.010396987121910598 -0.0097455696922035592 0.019082955898177097 0.018179787003266234 0.0094153231234968965 0.0067053344919793057 0.0053973004098793725 -0.0090344951019311701 0.015061596513453884 0.0039464515860124826 0.015293525629456418 0.0031564879449958384
leaf_weight=75 70 52 54 57 1248 76 57 53 132 139 926
leaf_count=75 70 52 54 57 1248 76 57 53 132 139 926
internal_value=0 0.0057069 0.00545935 -0.00182806 0.00581828 0.00556388 -0.000774247 0.00590206 0.00570278 0.00977317 0.00519455
internal_weight=0 2869 2817 132 2685 2631 133 2498 2445 271 2174
internal_count=2939 2869 2817 132 2685 2631 133 2498 2445 271 2174
is_linear=0
shrinkage=0.16829


Tree=5205
num_leaves=27
num_cat=0
split_feature=1 3 1 2 12 4 12 3 34 3 11 2 4 2 4 403 43 15 43 484 3 43 133 131 12 15
split_gain=24.4664 5.03466 2.90153 2.78473 2.1581 1.84731 1.3074 1.13911 0.831642 0.825774 0.682077 0.538824 0.507489 0.472437 0.437761 0.366268 0.315296 0.310156 0.307036 0.793824 0.352698 0.274861 0.346551 0.206501 0.189075 0.11782
threshold=0.10932500000000002 -0.049204999999999992 0.090650000000000022 0.16730000000000003 0.088825000000000015 0.31392000000000003 0.11878500000000002 -0.0048549999999999991 -1.0000000180025095e-35 0.28833000000000003 1.0000000180025095e-35 0.11543500000000002 -0.0040999999999999986 0.097180000000000016 0.0033150000000000007 -0.53870999999999991 -0.081314999999999985 -0.098139999999999991 -0.085784999999999986 0.082140000000000005 0.085880000000000012 -1.0000000180025095e-35 0.096875000000000017 0.089305000000000009 0.098265000000000005 0.090465000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 8 7 23 10 16 -3 11 13 -10 -9 15 24 -1 -4 -15 19 -17 -20 22 -19 -2 25 -6
right_child=1 3 4 -5 14 -7 -8 12 9 -11 -12 -13 -14 17 -16 18 -18 21 20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0018806682780534319 0.0012706334999526532 0.00028737277140859064 0.00099944500833466982 -0.00015858540362297186 0.0016348564501035912 0.00072894360200076653 0.0011152334268404961 0.0015403774913645733 0.0011210300206594929 0.00045444143169993067 0.0018824632310424673 0.00071530101420471781 0.0011241648339711777 0.0017154105820301288 0.0012435619931492013 0.0015945993557752568 0.00065622088647038137 0.0015935305013498168 0.0016438933702989965 0.0011836497594887537 0.0013993452750170961 0.0012896701685907149 0.0013035066777562436 0.0015487211835727001 0.0017548275401504854 0.001445754286962427
leaf_weight=54 57 59 69 57 64 65 64 55 58 80 88 95 79 52 55 241 52 148 965 66 71 99 67 65 52 99
leaf_count=54 57 59 69 57 64 65 64 55 58 80 88 95 79 52 55 241 52 148 965 66 71 99 67 65 52 99
internal_value=0 0.000742341 0.00152108 0.000508065 0.00130337 0.00117938 0.00158074 0.00108518 0.00063832 0.000727035 0.00159682 0.000869337 0.00129526 0.00158254 0.00150931 0.00161047 0.000852235 0.00147585 0.00159958 0.00150637 0.00162717 0.00143607 0.00150331 0.00141908 0.00157713 0.00152022
internal_weight=0 536 2440 349 525 187 1915 255 292 233 1851 153 134 1763 270 1397 121 366 1343 307 1036 314 215 122 215 163
internal_count=2976 536 2440 349 525 187 1915 255 292 233 1851 153 134 1763 270 1397 121 366 1343 307 1036 314 215 122 215 163
is_linear=0
shrinkage=0.0032998


Tree=5206
num_leaves=11
num_cat=0
split_feature=3 49 2 10 159 159 3 1429 1419 0
split_gain=0.875055 0.749812 0.309085 0.565972 0.252101 0.237376 0.246251 0.24143 0.331929 0.305098
threshold=0.28833000000000003 -0.16404499999999997 -0.007134999999999999 0.031045 0.090550000000000005 -0.46319999999999995 0.11745500000000002 0.094215000000000007 0.086260000000000017 -0.15651999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 -4 7 8 9 -7
right_child=4 2 5 -5 -6 6 -8 -9 -10 -11
leaf_value=0.02308997209783574 -0.014739126926129147 -0.010028159477105827 0.014944276673204486 0.010002231229639544 0.00052215761059520524 0.013359680458447482 -0.0026496759843931466 -0.0049483130575289748 0.019597298371329171 0.0055989313153986088
leaf_weight=72 72 93 84 70 53 154 93 54 53 2178
leaf_count=72 72 93 84 70 53 154 93 54 53 2178
internal_value=0 0.00612621 0.00568605 -0.00141513 -0.00825397 0.00612921 0.00583606 0.00616036 0.00641263 0.0061122
internal_weight=0 2851 2779 163 125 2616 2532 2439 2385 2332
internal_count=2976 2851 2779 163 125 2616 2532 2439 2385 2332
is_linear=0
shrinkage=0.16829


Tree=5207
num_leaves=33
num_cat=0
split_feature=1 52 1 12 12 43 12 43 10 12 47 48 42 52 52 12 124 457 43 42 42 12 12 52 1447 130 42 12 12 157 52 1
split_gain=44.6357 8.45537 5.01968 5.13237 4.29575 1.7225 1.54398 1.45161 1.05642 0.757226 0.756995 0.860061 0.727724 0.652346 0.606778 0.602602 0.547993 0.547408 0.527527 0.718006 0.436488 0.367084 0.321304 0.321566 0.313767 0.217136 0.206345 0.170495 0.245679 0.135407 0.0821702 0.0576452
threshold=0.10404000000000001 -0.41694999999999993 0.13662500000000002 0.088365000000000013 0.056995000000000011 -0.012264999999999998 0.088295000000000012 -0.095049999999999982 -0.063134999999999983 0.11878500000000002 0.077735000000000012 0.084855000000000014 0.090600000000000014 -0.0064899999999999992 -0.064364999999999992 -0.042789999999999988 -0.063024999999999984 0.067035000000000011 -0.092454999999999982 -0.027559999999999998 0.08955500000000001 0.083335000000000006 0.096675000000000025 0.008405000000000001 -0.085709999999999995 0.090840000000000018 0.086435000000000012 0.10859000000000001 0.10134500000000002 -1.0000000180025095e-35 0.091160000000000005 0.12122500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 14 5 7 12 -1 -4 18 11 13 17 -7 -3 -10 -16 21 19 25 -5 -6 23 29 -23 -8 -26 28 -24 -20 -25 -18
right_child=1 2 8 20 6 10 9 -9 15 -11 -12 -13 -14 -15 16 -17 31 -19 22 -21 -22 24 27 30 26 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.0016398088792424215 0.0019362315602300302 0.00045729973292277888 -0.0001594709141060894 0.0012328469752630126 0.0022295211859913872 0.0019149811018108556 0.0018940019373835236 0.00093954346780627824 0.00015674424526065887 0.001481796098567351 0.0020228139353208152 0.0012068481226401881 0.0023534903127495487 0.0014450213747184987 0.00105995877002151 0.00064661254894735141 0.00071801710910701546 0.0016660099794194672 0.0019730268779678834 0.0013434450193383464 0.0016105281715216612 0.0021893144144601688 0.0018045815765161636 0.0021025769148740516 0.0019815239091840065 0.0016382507161614905 0.0018338358528327029 0.0019030605140138409 0.0015376957943419704 0.001801070006737881 0.0019571501915218469 0.00057521969351051548
leaf_weight=52 70 102 52 63 67 75 94 86 53 75 52 52 58 58 53 57 88 62 68 53 74 65 99 64 410 64 149 67 65 268 208 53
leaf_count=52 70 102 52 63 67 75 94 86 53 75 52 52 58 58 53 57 88 62 68 53 74 65 99 64 410 64 149 67 65 268 208 53
internal_value=0 0.000851124 0.000723405 0.00090882 0.00182138 0.00149766 0.00188406 0.00120367 0.000227604 0.00180461 0.0016687 0.00156898 0.00199423 0.0017103 0.00066419 0.000410905 0.000772786 0.00196651 0.00182764 0.00167847 0.00143711 0.00199342 0.00186511 0.00190561 0.00196802 0.00179063 0.00194222 0.00175835 0.00169902 0.00183598 0.0019915 0.000664591
internal_weight=0 665 595 433 2311 375 1936 138 162 1125 237 185 811 133 296 110 194 753 1050 211 137 691 839 608 624 158 559 231 164 336 272 141
internal_count=2976 665 595 433 2311 375 1936 138 162 1125 237 185 811 133 296 110 194 753 1050 211 137 691 839 608 624 158 559 231 164 336 272 141
is_linear=0
shrinkage=0.0032998


Tree=5208
num_leaves=29
num_cat=0
split_feature=2 2 2 2 0 3 14 15 15 15 150 47 15 0 3 0 155 49 2 3 160 15 15 133 42 3 1204 0
split_gain=26.6709 11.8848 6.38742 5.1032 4.07926 2.85279 1.9542 1.37661 1.30945 1.07313 0.907068 0.708574 0.570575 0.559303 0.526229 0.524106 0.516607 0.86535 0.470859 0.467751 0.436967 0.403271 0.263605 0.203705 0.51719 0.18749 0.215969 0.089018
threshold=0.12068000000000001 -1.0000000180025095e-35 0.25063000000000007 0.095850000000000005 -0.13843999999999998 0.14813000000000001 0.064610000000000015 1.0000000180025095e-35 -0.032144999999999993 -0.40166999999999992 1.0000000180025095e-35 0.11224000000000002 0.025430000000000005 -0.085044999999999996 -0.096384999999999985 -0.06537999999999998 0.11843500000000001 0.085350000000000023 0.10724500000000002 -0.068279999999999993 0.019875 0.11180000000000002 -0.24511999999999998 -0.016079999999999994 0.085790000000000019 -0.096384999999999985 -1.0000000180025095e-35 -0.088084999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 6 10 9 7 11 22 -2 -5 14 16 23 -3 -11 17 18 -6 -16 -19 -14 -1 27 -25 -15 -27 -9
right_child=2 3 -4 4 12 -7 -8 13 -10 15 -12 -13 21 25 19 -17 -18 20 -20 -21 -22 -23 -24 24 -26 26 -28 -29
leaf_value=0.00054672156351424559 0.0006935403817013812 0.001464584609018216 -0.00035760987328352909 0.001237110080110455 0.001451856851754293 0.00026934824828933471 0.0023279188436907579 0.0019948664027124915 0.0012472399208033097 0.00094387045245437114 0.00075345025993168221 0.0013854459220370425 0.0020168146778049311 0.0019751845581431897 0.0017925582871536564 0.0013630862965593195 0.0018509383093719232 0.0015283775364819095 0.0010761945896965606 0.0015816246389883904 0.0018964080725918416 0.0016415623906840288 0.00084144329326985424 0.0018812896948530084 0.0023184014275053101 0.0019434781090336634 0.0017613547220827648 0.0018133459978342784
leaf_weight=72 64 86 57 95 113 68 73 68 68 52 77 83 55 72 491 90 52 90 55 154 60 77 63 61 60 89 465 66
leaf_count=72 64 86 57 95 113 68 73 68 68 52 77 83 55 72 491 90 52 90 55 154 60 77 63 61 60 89 465 66
internal_value=0 0.00164072 0.000646973 0.00170451 0.00145992 0.000856084 0.00179774 0.00177488 0.00087319 0.00104959 0.00102079 0.00167662 0.00161031 0.00186563 0.00170963 0.00120982 0.00154319 0.00149275 0.00132908 0.00174225 0.00167582 0.00179818 0.000684519 0.00199726 0.00209833 0.00181195 0.00179068 0.00190572
internal_weight=0 2645 331 2442 674 274 1768 1695 203 206 172 814 502 881 731 142 370 318 168 645 150 132 135 255 121 626 554 134
internal_count=2976 2645 331 2442 674 274 1768 1695 203 206 172 814 502 881 731 142 370 318 168 645 150 132 135 255 121 626 554 134
is_linear=0
shrinkage=0.0032998


Tree=5209
num_leaves=19
num_cat=0
split_feature=3 49 2 10 2 147 52 52 43 484 401 3 3 43 2 1 12 1
split_gain=0.848692 0.492749 0.287321 0.386071 0.273471 0.400191 0.279832 0.282522 0.256287 0.378332 0.324916 0.292864 0.307616 0.211546 0.192055 0.174714 0.171697 0.0819394
threshold=0.28833000000000003 -0.16404499999999997 -0.007134999999999999 0.031045 0.095850000000000005 1.0000000180025095e-35 0.37486000000000003 -0.45635499999999996 -0.085784999999999986 0.046035000000000006 0.080265000000000017 -0.097829999999999986 -0.090439999999999979 -0.081189999999999984 0.14253500000000002 0.11215000000000001 0.094545000000000018 0.078705000000000011
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 8 6 7 16 9 10 17 -10 -13 -14 -2 -9 -6 -4
right_child=14 2 4 -5 5 -7 -8 15 11 -11 -12 12 13 -15 -16 -17 -18 -19
leaf_value=0.021348747851566929 -0.00078970565357194366 -0.0067273437013594265 0.0078178687916260706 0.0098177024782561476 0.019446217914441347 -0.0070791855613802687 0.016138039024247326 0.002163367255214513 0.020749770562126832 -0.0057538055207827631 -0.0042838081195707561 -0.00076004719987337438 0.015521043918305593 0.0091468337555182608 -0.014135324715864194 0.0089110025963212644 0.0065394047720070394 0.014066176657914283
leaf_weight=72 71 93 172 70 57 69 74 458 68 74 54 79 173 1041 54 143 61 93
leaf_count=72 71 93 172 70 57 69 74 458 68 74 54 79 173 1041 54 143 61 93
internal_value=0 0.00759078 0.00723369 0.000366869 0.00766087 0.00520136 0.00627218 0.00525427 0.00886856 0.0050736 0.00759092 0.00996307 0.00939439 0.0100567 -0.00656939 0.00377187 0.0127893 0.0100175
internal_weight=0 2851 2779 163 2616 862 793 719 1754 393 319 1361 1293 1214 125 601 118 265
internal_count=2976 2851 2779 163 2616 862 793 719 1754 393 319 1361 1293 1214 125 601 118 265
is_linear=0
shrinkage=0.16829


Tree=5210
num_leaves=20
num_cat=0
split_feature=2 12 52 52 42 147 2 12 16 2 12 124 12 151 11 11 16 47 2
split_gain=14.0942 6.65273 2.27233 1.37275 1.20711 0.88259 0.855947 1.09995 0.703754 0.639147 0.767909 0.53227 0.499095 0.379647 0.288036 0.662873 0.21321 0.205386 0.024922
threshold=0.11366500000000002 -0.012249999999999999 -0.41694999999999993 -0.069059999999999996 -1.0000000180025095e-35 0.087170000000000011 0.14808000000000002 0.09550500000000002 -0.0043399999999999992 0.10043500000000001 0.087470000000000006 -0.08478999999999999 0.097145000000000023 0.056555000000000001 0.082245000000000013 1.0000000180025095e-35 -0.082119999999999985 0.094695000000000015 0.12469000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 -1 9 7 16 11 13 -11 -6 -12 14 15 17 18 -3 -5
right_child=2 5 3 6 8 -7 -8 -9 -10 10 12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00096568911327337369 0.0011152315638104972 0.0012074347963826914 4.0310714234695467e-05 0.00041715532791860861 0.00057839449466830727 0.00084353521972132704 0.00021462525604990464 0.00092401745805608239 0.00079261226278592176 0.00074714877389224867 0.0013089384419040177 0.00015532681980130186 0.00097165298275723555 0.0014782684654576965 0.00095427426356361946 0.0015688135814443786 0.00062379060261480966 0.0010825631923153363 0.00031446664436563833
leaf_weight=76 56 1518 88 59 58 86 83 79 53 74 99 74 95 56 52 54 53 165 54
leaf_count=76 56 1518 88 59 58 86 83 79 53 74 99 74 95 56 52 54 53 165 54
internal_value=0 0.0011135 0.000490842 0.000406704 0.000615125 0.00117264 0.000504898 0.000603091 0.000470919 0.00118602 0.00103452 0.000341487 0.00114395 0.00120801 0.00119953 0.00120685 0.000450149 0.00119521 0.000368395
internal_weight=0 2460 472 416 261 2199 328 245 185 2113 268 132 194 1845 1789 1737 166 1683 113
internal_count=2932 2460 472 416 261 2199 328 245 185 2113 268 132 194 1845 1789 1737 166 1683 113
is_linear=0
shrinkage=0.0032998


Tree=5211
num_leaves=29
num_cat=0
split_feature=1 2 2 2 12 1446 1 13 156 13 124 12 13 12 160 1447 4 4 52 12 401 13 4 160 402 133 2 133
split_gain=20.6632 2.80379 2.15162 2.98131 1.4613 1.025 1.0136 1.01513 0.930938 1.27602 0.73507 0.714673 0.550116 0.54782 0.421482 0.406771 0.274572 0.255013 0.429203 0.629985 0.346278 0.237878 0.235524 0.226937 0.160769 0.11211 0.0956632 0.0696515
threshold=0.10921500000000002 0.098655000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 0.087470000000000006 0.037915000000000011 0.081315000000000012 -0.0015099999999999998 0.096220000000000014 0.00085500000000000018 -0.048219999999999992 0.09358000000000001 -0.36115499999999995 -0.082039999999999988 -0.50371499999999991 -0.085709999999999995 0.15164000000000002 -9.4999999999999992e-05 -0.037619999999999994 0.084930000000000019 0.086390000000000008 -0.079199999999999979 -0.082199999999999981 -0.065814999999999999 0.092815000000000022 -1.0000000180025095e-35 0.10892 0.081310000000000007
decision_type=2 2 2 2 2 2 2 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 6 10 -3 -8 9 12 -1 -6 -4 -2 -7 -16 17 20 -19 -20 22 -14 -12 -13 -22 -25 -27 -28
right_child=2 4 8 -5 11 14 7 -9 -10 -11 16 23 21 -15 15 -17 -18 18 19 -21 24 -23 -24 25 -26 26 27 -29
leaf_value=0.00085105914104221744 7.3490330273378161e-05 0.0010752579736140603 3.804964751724541e-05 0.0010940380687630201 0.001342856228854851 0.00168014303775455 0.00022021761285085631 0.00078650023633212139 0.00063799185745686004 -0.00029708612552491458 0.001228214034003305 0.0011830266140811904 0.00057093144340237666 0.00054467594199133324 0.0015556672859605607 0.0011913017436827901 0.00097501757099807739 0.0010813978425741248 0.0016718358887629421 0.0012336938209515094 0.0014681054167570106 0.00029060961926774943 0.0011279548942778994 0.0010693547786568493 0.0012401965585396677 0.00078290663638285254 0.0010414016295441798 0.00086404669629342823
leaf_weight=73 56 60 69 99 79 54 57 88 55 52 406 52 54 52 56 87 63 66 59 94 61 87 749 55 85 59 53 52
leaf_count=73 56 60 69 99 79 54 57 88 55 52 406 52 54 52 56 87 63 66 59 94 61 87 749 55 85 59 53 52
internal_value=0 0.0011417 0.00041852 0.000680284 0.000935668 0.00120338 0.000713904 0.000564136 0.000247477 0.000165365 0.0011765 0.00106546 0.000280044 0.000300684 0.00142923 0.00133424 0.00119148 0.00120043 0.00130616 0.00140288 0.00118261 0.000398217 0.00116323 0.000984461 0.00133566 0.000937153 0.000892602 0.000953904
internal_weight=0 2408 524 207 555 1853 205 145 317 262 1656 350 210 108 197 143 1583 1520 219 153 1301 141 1155 271 146 219 164 105
internal_count=2932 2408 524 207 555 1853 205 145 317 262 1656 350 210 108 197 143 1583 1520 219 153 1301 141 1155 271 146 219 164 105
is_linear=0
shrinkage=0.0032998


Tree=5212
num_leaves=22
num_cat=0
split_feature=4 2 13 2 150 1446 14 14 39 3 3 13 3 3 50 39 4 2 155 1446 2
split_gain=18.8804 8.65494 4.74101 1.84588 2.07689 1.30195 1.33424 1.28663 0.821966 0.776428 0.735056 0.662944 0.611084 0.465995 0.567196 0.349627 0.266201 0.265073 0.247324 0.211104 0.158828
threshold=0.31392000000000003 0.099965000000000012 -0.24426999999999996 0.14290000000000003 0.082085000000000019 0.083705000000000016 0.073890000000000011 -0.45687499999999998 0.0047850000000000011 -0.085674999999999987 -0.13117499999999996 -0.011154999999999998 -0.082634999999999986 -0.13827999999999999 0.11805000000000002 0.0039300000000000003 0.42642000000000008 0.10615500000000001 0.088740000000000013 0.092380000000000018 0.12681500000000004
decision_type=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 -2 13 -7 -4 -10 -9 -1 18 17 -14 -12 -15 -11 -18
right_child=7 2 3 -5 -6 9 -8 12 11 19 15 -13 16 14 -16 -17 20 -19 -20 -21 -22
leaf_value=0.00132369662510011 0.0011207728361336382 0.00034169472570980944 0.0017276057310034816 0.00076248404951902236 0.00079630832615612828 0.0022242917818896786 0.0020344013484732333 0.00087102360075393907 0.001585294752201644 0.0016370831256812884 0.0015765768115055135 0.0010786714624265235 0.00034553321211573803 0.0016635016882509742 0.0013727533057305099 0.0011373259121448852 0.00071539837835107856 0.0013595616075323502 0.0014524110099262582 0.0019185567475885185 0.00046763736536016879
leaf_weight=54 64 62 86 61 60 62 85 66 58 66 94 56 74 1412 84 54 62 195 66 57 54
leaf_count=54 64 62 86 61 60 62 85 66 58 66 94 56 74 1412 84 54 62 195 66 57 54
internal_value=0 0.00155109 0.0012075 0.00130503 0.00137264 0.00165621 0.0016292 0.00070167 0.00160927 0.00192098 0.00145317 0.00133674 0.000596757 0.00162848 0.00163899 0.00138425 0.0005013 0.00143027 0.0016541 0.00176781 0.000600365
internal_weight=0 2612 612 550 489 2000 1815 320 1730 185 429 114 256 1616 1562 343 190 289 1478 123 116
internal_count=2932 2612 612 550 489 2000 1815 320 1730 185 429 114 256 1616 1562 343 190 289 1478 123 116
is_linear=0
shrinkage=0.0032998


Tree=5213
num_leaves=25
num_cat=0
split_feature=1 52 1 52 124 52 13 1447 151 4 15 13 4 1213 11 13 52 1 151 155 43 403 13 13
split_gain=28.7594 4.4227 2.66378 1.42458 1.18016 0.877624 1.14404 0.832296 0.826277 0.678724 1.88204 0.598912 0.875505 0.502192 0.561212 0.501442 0.432238 0.39167 0.327587 0.306352 0.377991 0.179834 0.329128 0.162567
threshold=0.10123500000000001 -0.40011499999999994 0.12646500000000002 0.17160000000000003 -0.078884999999999983 -0.065394999999999995 -1.0000000180025095e-35 -0.085644999999999985 -0.030624999999999996 0.032770000000000001 -0.12272499999999999 0.057990000000000007 -0.081204999999999986 0.085475000000000009 1.0000000180025095e-35 -0.11760499999999999 -0.0064899999999999992 0.084470000000000003 -0.088854999999999976 0.091095000000000023 -0.0019849999999999994 0.084405000000000022 0.098240000000000008 -0.15747499999999998
decision_type=2 2 2 2 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 -1 -4 23 -6 18 -10 -11 12 13 14 16 -14 -9 21 -3 20 -17 22 -13 -7
right_child=1 2 5 -5 7 6 -8 11 9 10 -12 17 15 -15 -16 19 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0013790614330102373 0.0017294581980059787 0.0010109741176549305 0.00028402713971751572 0.0016094814639731451 0.0021025254610291737 0.00071567442526901241 0.0011604677440214439 0.0017263056364534659 0.00090322911310388853 0.0009832830036727927 0.0017571255254794395 0.0018432226700833753 0.0014478879616090679 0.0016696588805564933 0.002290946948559872 0.0018338653575515841 0.0019917187042154047 0.0013767610329849639 0.00066452402095783843 0.0015363972467933164 0.0017076175660941447 0.0018680002319583493 0.0014997701793566828 0.00048042504036962239
leaf_weight=74 88 52 52 53 99 66 57 91 81 89 56 52 53 71 54 780 281 52 72 56 404 55 79 65
leaf_count=74 88 52 52 53 99 66 57 91 81 89 56 52 53 71 54 780 281 52 72 56 404 55 79 65
internal_value=0 0.00103518 0.000940104 0.00110414 0.00179074 0.000664516 0.000769571 0.00180504 0.00102751 0.00114665 0.00128239 0.0017905 0.00181136 0.00192984 0.00197312 0.0017658 0.00192689 0.00163347 0.000810094 0.00177936 0.00179082 0.00170505 0.00163637 0.000599217
internal_weight=0 731 643 403 2201 240 188 2127 350 226 145 2028 1790 497 426 1293 372 238 124 1240 1184 186 131 131
internal_count=2932 731 643 403 2201 240 188 2127 350 226 145 2028 1790 497 426 1293 372 238 124 1240 1184 186 131 131
is_linear=0
shrinkage=0.0032998


Tree=5214
num_leaves=26
num_cat=0
split_feature=1 1 2 2 14 2 4 1 4 4 124 4 1 2 51 15 4 1211 159 43 1 4 43 130 43
split_gain=31.1522 6.12392 3.39138 3.28098 2.47215 2.14457 2.06955 1.43846 1.7292 1.41338 0.8277 0.704337 0.551353 0.496319 1.1724 0.483987 0.474719 0.37318 0.349432 0.271215 0.266764 0.180856 0.148977 0.13798 0.137084
threshold=0.10398500000000001 0.12646500000000002 1.0000000180025095e-35 0.098655000000000007 0.056865000000000006 -1.0000000180025095e-35 -0.021669999999999998 0.077375000000000013 -0.14088999999999999 0.42118000000000005 -1.0000000180025095e-35 -0.39175499999999991 0.13662500000000002 0.088555000000000009 -0.089539999999999995 -0.077474999999999988 0.38865500000000003 0.090000000000000011 0.011235000000000002 -0.073079999999999992 0.11406500000000001 0.053925000000000008 0.10019000000000002 0.092005000000000017 -0.064179999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 10 -2 -4 15 -9 12 -1 -12 -3 14 -13 21 -8 -16 22 -11 -18 -5 -15 24 -17
right_child=1 9 6 7 -6 -7 16 8 -10 19 11 13 -14 18 17 23 20 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0013154135829969743 0.00096756227630742425 0.00094332644337496053 0.0014090935977782856 0.0018385602427639352 0.0022699969784720272 0.0017611439875355659 0.00048643420074736084 0.0015249381803747934 0.00070113935811143909 1.6319701600850134e-05 0.0020433794067757243 0.0013280737434627713 0.00049539086738231079 0.0015385949418796924 0.0017805294192885721 0.0014799155585652824 0.00096724887376957154 0.0015351868946660975 0.0017997979632402219 0.0003257088474855993 0.00065491322930697306 0.0015616723197395294 0.0017327435855373186 0.0015727624041181295 0.0012918870473639335
leaf_weight=61 59 53 57 54 86 101 75 52 60 55 67 73 70 346 961 88 65 75 86 71 57 55 53 60 92
leaf_count=61 59 53 57 54 86 101 75 52 60 55 67 73 70 346 961 88 65 75 86 71 57 55 53 60 92
internal_value=0 0.00084612 0.00109213 0.00165934 0.00172279 0.00146873 0.000854755 0.00141042 0.00108393 0.000436957 0.00169544 0.00170937 0.00068869 0.00169531 0.00173422 0.00151509 0.000694184 0.0017628 0.00160627 0.000190938 0.00082161 0.00169917 0.00156447 0.00143134 0.00138401
internal_weight=0 663 414 2269 1808 160 254 461 112 249 1722 1661 123 1594 1109 349 197 1036 485 126 122 109 399 240 180
internal_count=2932 663 414 2269 1808 160 254 461 112 249 1722 1661 123 1594 1109 349 197 1036 485 126 122 109 399 240 180
is_linear=0
shrinkage=0.0032998


Tree=5215
num_leaves=25
num_cat=0
split_feature=1 1 12 13 39 1 4 14 0 1 43 0 12 48 43 13 0 13 43 12 12 2 0 2
split_gain=45.78 8.69476 4.47565 2.43742 1.98797 1.657 1.5506 1.51053 1.5406 2.40013 1.07194 1.01075 0.952508 0.591519 0.645547 0.584604 0.576789 0.403097 0.457267 0.293126 0.292713 0.283135 0.253142 0.196858
threshold=0.10331000000000003 0.13257000000000002 0.085075000000000026 -0.10667999999999998 0.0039300000000000003 0.088035000000000016 0.24099500000000004 0.073890000000000011 -0.10114999999999998 0.083670000000000008 -0.051834999999999992 0.056895000000000008 0.087545000000000026 -1.0000000180025095e-35 -0.079824999999999993 -0.092844999999999997 -0.11262999999999999 0.17888000000000001 -0.09225499999999999 0.095980000000000024 0.083785000000000012 0.084305000000000005 -0.080499999999999988 0.11702000000000001
decision_type=2 2 2 2 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 7 -6 19 8 9 16 -5 12 20 -2 -15 -16 -1 18 -14 -4 21 -10 -22 -17
right_child=1 3 6 10 5 -7 -8 -9 11 -11 -12 -13 17 14 15 23 -18 -19 -20 -21 22 -23 -24 -25
leaf_value=0.0022104979251740694 0.00066778508904740796 1.7391315349391114e-05 0.002037732193689498 0.00051203122736731674 0.0018898747559619037 0.0011187562131361351 0.0011995577687563576 0.0024104885929850804 0.0024248086643319654 0.0013158384308894064 0.0011072426105111376 0.0016526542394098879 0.0017524674666429872 0.00078402091733662481 0.00088847164023082381 0.0014633504949085148 0.0017552813764393283 0.00220374514696194 0.0019701123836000155 0.0017138806238844746 0.002054590153460292 0.0021343475687126824 0.0022957626833005266 0.0011741084079140236
leaf_weight=71 52 83 52 91 72 53 60 91 62 95 52 85 124 66 53 52 55 71 837 81 459 101 56 55
leaf_count=71 52 83 52 91 72 53 60 91 62 95 52 85 124 66 53 52 55 71 837 81 459 101 56 55
internal_value=0 0.000999938 0.00125528 0.000467635 0.00196883 0.0015632 0.00164161 0.00199288 0.00197401 0.00171295 0.000728718 0.00200613 0.00202368 0.000986944 0.00106022 0.00117394 0.00201207 0.0019601 0.00194207 0.00184076 0.0021204 0.00224505 0.00208088 0.001315
internal_weight=0 697 471 226 2232 125 193 2107 2016 221 143 1795 1710 278 226 160 126 1032 961 133 678 163 515 107
internal_count=2929 697 471 226 2232 125 193 2107 2016 221 143 1795 1710 278 226 160 126 1032 961 133 678 163 515 107
is_linear=0
shrinkage=0.0032998


Tree=5216
num_leaves=15
num_cat=0
split_feature=4 1348 14 124 10 123 2 2 14 39 51 51 39 160
split_gain=0.945989 0.432007 0.327887 0.268569 0.259224 0.332509 0.225233 0.213654 0.207285 0.231162 0.226599 0.259199 0.124367 0.117682
threshold=0.31392000000000003 0.084490000000000023 -0.45687499999999998 -0.048219999999999992 1.0000000180025095e-35 0.080635000000000012 0.15086000000000002 0.12750000000000003 0.073890000000000011 0.0039300000000000003 0.14039500000000002 0.078960000000000016 0.08950000000000001 0.07827000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 12 5 7 8 -4 9 10 11 -5 13 -1
right_child=2 -3 4 6 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0038076904522161797 0.013205896738989944 -0.0029717722328485513 0.0031791190459477155 0.012961986180925747 -0.011224022964925445 0.013581513396422145 0.0014010548219306966 -0.0094267420345106791 0.020366890234311548 0.0028963394677913932 0.021936592275461617 0.0069793316027183545 0.011772714072331259 0.007397608652767531
leaf_weight=52 60 56 96 1865 52 53 52 63 95 72 72 232 55 54
leaf_count=52 60 56 96 1865 52 53 52 63 95 72 72 232 55 54
internal_value=0 0.011624 0.0019748 0.0119454 -0.000570916 0.00203364 0.0123945 -0.00180436 0.0126384 0.01231 0.0126216 0.012301 0.00527311 0.00188372
internal_weight=0 2605 324 2549 264 212 2388 159 2336 2241 2169 2097 161 106
internal_count=2929 2605 324 2549 264 212 2388 159 2336 2241 2169 2097 161 106
is_linear=0
shrinkage=0.16829


Tree=5217
num_leaves=19
num_cat=0
split_feature=4 3 39 14 43 2 16 14 0 4 4 49 0 49 2 2 0 2
split_gain=17.536 6.73579 3.30264 1.37712 1.21191 1.10019 1.03286 0.579899 1.12372 1.2292 0.614994 0.438071 0.401282 0.319974 0.291241 0.13792 0.0968806 0.093112
threshold=0.31392000000000003 0.28833000000000003 0.0039300000000000003 -0.45687499999999998 -0.031974999999999996 0.12068000000000001 -0.49353499999999995 0.073890000000000011 -0.10934999999999999 0.0051950000000000008 0.056815000000000011 -0.0086549999999999978 -0.076589999999999978 0.0026050000000000001 0.11523000000000001 0.12681500000000004 -0.053834999999999994 0.092320000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 11 7 14 8 9 -1 12 -4 -10 -11 -5 -8 -7 -12
right_child=3 -3 4 6 -6 16 15 -9 10 13 17 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.00079821386236863709 0.00091565709205705713 0.0002526661867597674 0.00061636310886475964 0.00068694419390241148 0.0013492589594208358 0.00090776540003468219 -1.0998890585523258e-05 0.0016104516578495517 0.0014193956068452068 0.0011679843726978339 0.0012396509159307955 0.00096191177778385064 0.0013100761570846884 0.0015223723078469334 0.00040119931770353485 0.0002275972498954871 0.0011148959074352741 0.0010586641755123572
leaf_weight=82 60 68 89 71 53 53 53 96 1257 63 70 74 532 52 88 52 52 64
leaf_count=82 60 68 89 71 53 53 53 96 1257 63 70 74 532 52 88 52 52 64
internal_value=0 0.00127821 0.00130569 0.000464014 0.000914903 0.00134204 0.000361235 0.00135773 0.00134627 0.00110797 0.00137066 0.000773454 0.00138691 0.00132854 0.000529018 0.000106828 0.00101068 0.00115347
internal_weight=0 2605 2537 324 216 2321 264 2216 2120 197 1923 163 1789 115 159 105 105 134
internal_count=2929 2605 2537 324 216 2321 264 2216 2120 197 1923 163 1789 115 159 105 105 134
is_linear=0
shrinkage=0.0032998


Tree=5218
num_leaves=19
num_cat=0
split_feature=1 12 2 3 14 1 12 47 2 41 39 16 16 3 3 3 15 43
split_gain=27.9975 5.36251 4.22137 3.31924 2.82917 2.32432 2.17181 1.93454 0.686436 0.665408 0.561248 0.537967 0.530224 0.42966 0.411673 0.446922 0.242438 0.230456
threshold=0.11883500000000001 -1.0000000180025095e-35 0.11218000000000002 0.28833000000000003 0.056865000000000006 0.09258000000000001 0.091200000000000017 0.090515000000000026 0.094765000000000016 1.0000000180025095e-35 0.10233000000000002 -0.14879499999999998 0.39813000000000004 -0.0066499999999999988 -0.23394499999999999 -0.115685 -0.41956999999999994 -0.070414999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 7 9 8 -4 10 -1 11 16 17 -8 -7 -13 -16 -2 -3
right_child=3 2 6 -5 -6 13 12 -9 -10 -11 -12 14 -14 -15 15 -17 -18 -19
leaf_value=0.0016357285807998834 0.00047517093312046541 0.0015070175574404339 0.00072273776658116063 -5.7603158875291555e-05 0.0021266940947408039 0.00054742933174990803 0.0011880892933945483 0.0011229541427299247 0.001105854774075871 0.0011752280474971195 0.00024627326190858274 0.0018535278512808 0.0015764187846326076 0.00093132369487020767 0.0012745417179171276 0.0015700572014443628 0.00077304682339579523 0.0012447652192382134
leaf_weight=52 60 69 95 92 95 77 91 74 56 53 66 55 68 55 59 1667 61 84
leaf_count=52 60 69 95 92 95 77 91 74 56 53 66 55 68 55 59 1667 61 84
internal_value=0 0.00147208 0.00152037 0.000480991 0.00156941 0.00100194 0.00111828 0.000670975 0.00136131 0.00154275 0.000491928 0.0015528 0.00135439 0.000707652 0.00156906 0.00155998 0.000625631 0.00136327
internal_weight=0 2576 2336 353 2082 240 254 261 108 1987 187 1934 159 132 1781 1726 121 153
internal_count=2929 2576 2336 353 2082 240 254 261 108 1987 187 1934 159 132 1781 1726 121 153
is_linear=0
shrinkage=0.0032998


Tree=5219
num_leaves=32
num_cat=0
split_feature=1 1 2 2 10 2 14 15 2 15 1 15 2 2 43 15 15 13 43 2 1447 2 13 2 151 15 15 13 15 43 13
split_gain=46.8339 6.79746 3.42865 2.78104 2.38595 2.30202 1.9642 1.36954 1.20073 1.09313 0.830031 2.07357 0.650932 0.593565 0.572319 0.371704 0.355477 0.329431 0.306583 0.295158 0.29132 0.428245 0.435336 0.394013 0.198495 0.261415 0.18834 0.146984 0.120792 0.0679156 0.0597791
threshold=0.10404000000000001 0.13074500000000003 0.10043500000000001 0.094765000000000016 -0.088499999999999981 -0.0050599999999999994 0.056865000000000006 -0.0039399999999999991 -0.080859999999999974 -0.18498499999999998 0.088470000000000007 -1.0000000180025095e-35 0.13084500000000002 0.08895500000000002 -0.0011349999999999999 -0.42075999999999997 -0.084904999999999994 0.090235000000000024 -0.08756499999999999 0.091570000000000012 -0.086009999999999989 0.079770000000000021 -0.00027999999999999998 0.08400500000000001 -0.081049999999999997 -0.035654999999999992 -0.050529999999999999 -0.072634999999999991 -0.094489999999999977 -0.076179999999999984 -0.074349999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 6 -3 -2 8 15 -1 30 12 -12 17 20 24 -4 -17 18 -5 -16 -10 22 -22 -23 -15 -26 28 -28 -20 -7 -6
right_child=1 4 7 10 9 29 -8 -9 13 -11 11 -13 -14 14 19 16 -18 -19 26 -21 21 23 -24 -25 25 -27 27 -29 -30 -31 -32
leaf_value=0.0017478216250132919 0.001288147440600279 0.000154060306390906 0.0012757834007498367 0.0023413973236238944 0.00079594783299034757 0.0020083555081177374 0.0027512469859435939 0.00162700238317894 0.0020677078402504935 0.0012365843973132771 0.0012789542616138466 0.002148858072946202 0.0017076865354730155 0.002408192560861173 0.0017685475550055015 0.00082411780457277166 0.0011754591386618971 0.0018695034838741003 0.0021433391183969608 0.0021146766651666937 0.0022640751850972252 0.0025653407024147563 0.0019643656287598359 0.0023220462902440431 0.002024238310321762 0.002273293471405694 0.0020470205215770004 0.0022652275698558369 0.0019445657128200511 0.002188222533982574 0.00063464534862450067
leaf_weight=54 60 56 65 69 56 58 85 64 64 76 55 66 52 53 58 78 54 60 56 54 313 86 66 604 81 120 61 93 108 52 52
leaf_count=54 60 56 65 69 56 58 85 64 64 76 55 66 52 53 58 78 54 60 56 54 313 86 66 604 81 120 61 93 108 52 52
internal_value=0 0.00119658 0.00144451 0.00218961 0.000751201 0.0018096 0.00226103 0.00120657 0.00223417 0.000932747 0.00200089 0.00175374 0.00206075 0.00225167 0.0021347 0.00106981 0.000968115 0.00210174 0.00213765 0.00193575 0.00228942 0.00230266 0.00221198 0.00235242 0.0022223 0.0021731 0.00209333 0.00217902 0.00201265 0.0020937 0.00071861
internal_weight=0 671 431 2258 240 170 1638 261 1553 184 620 121 499 1499 366 197 132 447 387 112 1133 1069 379 690 254 201 318 154 164 110 108
internal_count=2929 671 431 2258 240 170 1638 261 1553 184 620 121 499 1499 366 197 132 447 387 112 1133 1069 379 690 254 201 318 154 164 110 108
is_linear=0
shrinkage=0.0032998


Tree=5220
num_leaves=10
num_cat=0
split_feature=14 9 49 402 151 151 147 457 16
split_gain=0.801192 0.721285 0.262364 0.237067 0.191363 0.381644 0.339293 0.299297 0.199057
threshold=-0.31893999999999995 0.09011000000000001 0.15171000000000004 0.13849000000000003 0.067425000000000013 0.10504000000000001 0.092645000000000019 0.099210000000000007 -0.40430999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 -6 7 8 -2
right_child=1 -3 -4 -5 5 -7 -8 -9 -10
leaf_value=-0.002677453626460268 0.0086559024654203048 -0.0053784713282067926 0.0039539336454761089 0.0023470971854317622 0.030978075968887329 0.011235087419744213 0.026100076769008829 0.0004859706705014474 0.013909764348563716
leaf_weight=97 227 60 84 53 53 59 59 52 2225
leaf_count=97 227 60 84 53 53 59 59 52 2225
internal_value=0 0.0128581 0.0132479 0.0135334 0.0137544 0.0205938 0.0134548 0.0131561 0.0134241
internal_weight=0 2872 2812 2728 2675 112 2563 2504 2452
internal_count=2969 2872 2812 2728 2675 112 2563 2504 2452
is_linear=0
shrinkage=0.16829


Tree=5221
num_leaves=21
num_cat=0
split_feature=4 10 2 150 39 3 3 402 10 1 2 16 0 2 3 147 1203 2 39 2
split_gain=1.37308 0.502238 0.250841 0.326632 0.274217 0.266988 0.453804 0.244501 0.216023 0.233334 0.288354 0.211528 0.224337 0.203293 0.274101 0.294279 0.177826 0.140209 0.131707 0.0883652
threshold=0.31392000000000003 -1.0000000180025095e-35 0.098655000000000007 0.094545000000000018 0.088375000000000023 -0.13827999999999999 -0.084524999999999975 0.13174500000000003 0.057650000000000007 0.11706000000000001 0.13881000000000002 -0.0015099999999999998 -0.072374999999999981 0.096780000000000019 -0.14954999999999999 0.086295000000000011 0.088820000000000024 0.11693000000000002 0.08252000000000001 0.10773000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 7 -4 -7 13 9 -3 -11 18 -13 14 -1 16 -16 -14 19 -8
right_child=1 8 3 -5 -6 6 11 -9 -10 10 -12 12 17 -15 15 -17 -18 -19 -20 -21
leaf_value=0.0017021165669153981 -0.01492426696518837 -0.00061806859728735558 0.018207654233278282 -0.0031497505187235539 0.022770874207470513 -0.0065408478623721475 0.02000848036578581 0.00067100218188472296 -0.0066212089288580174 0.019576959927668718 0.0025024140052662836 -0.0029200452064092582 0.0039628147716487729 0.021272434860560741 0.011764318291771698 0.02497461789730443 0.021536037505412286 0.014453695455297455 0.0060603609906141652 0.012514315504847424
leaf_weight=70 54 100 92 60 71 52 75 52 54 53 60 57 69 71 1624 52 55 77 55 116
leaf_count=70 54 100 92 60 71 52 75 52 54 53 60 57 69 71 1624 52 55 77 55 116
internal_value=0 -0.000116943 0.0115322 0.00866023 0.0124713 0.0098582 0.00832138 0.0120903 0.00287107 0.005286 0.0105267 0.0100466 0.00600949 0.0124066 0.0120561 0.0124737 0.0120855 0.00950798 0.0133708 0.0154665
internal_weight=0 321 2648 653 1995 593 501 1924 267 213 113 449 203 1872 1801 1731 1679 146 246 191
internal_count=2969 321 2648 653 1995 593 501 1924 267 213 113 449 203 1872 1801 1731 1679 146 246 191
is_linear=0
shrinkage=0.16829


Tree=5222
num_leaves=19
num_cat=0
split_feature=15 2 12 2 12 402 155 160 15 403 51 48 402 1212 1212 2 2 43
split_gain=0.610854 0.508336 0.379696 0.335003 0.432721 0.323129 0.281804 0.219163 0.243621 0.239402 0.298213 0.186179 0.156364 0.166963 0.203718 0.109662 0.0984382 0.0795557
threshold=-0.2987999999999999 -0.098699999999999982 -0.09472499999999999 0.092320000000000013 -0.014854999999999998 0.095250000000000015 0.082265000000000019 0.0065900000000000012 -0.076594999999999983 -0.39248499999999992 0.0033150000000000007 -0.009184999999999997 0.12367500000000002 -0.087844999999999993 -0.0087749999999999981 0.13554000000000002 0.10697500000000001 -0.0068849999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 7 9 -9 -5 -11 -6 13 -13 -15 17 -8 -4
right_child=1 3 15 5 11 -7 16 8 -10 10 -12 12 -14 14 -16 -17 -18 -19
leaf_value=-0.012555263552852624 -0.0064811084987088131 0.022320861731677605 0.0025210558885429492 0.014423699680862639 0.019760660409311737 0.01969153540103212 0.018683471779164747 0.003982433765868083 0.01591831409758003 0.00055496903388611298 0.0096069377240398379 0.0025083112142153712 0.00090452574370940438 0.021111946333731469 0.010342447238265391 -0.0019192273933894399 0.0094023487572768311 0.011665548369466235
leaf_weight=52 57 91 55 54 58 55 60 94 101 438 135 74 52 52 1355 59 73 54
leaf_count=52 57 91 55 54 58 55 60 94 101 438 135 74 52 52 1355 59 73 54
internal_value=0 0.00922712 3.1499e-06 0.00956039 0.0110171 0.00713266 0.00640749 0.00524109 0.0101738 0.00370412 0.00269077 0.0103694 0.010013 0.0103316 0.0107417 0.00390097 0.0136028 0.00706784
internal_weight=0 2749 220 2692 1682 1010 955 822 195 627 573 1591 1533 1481 1407 168 133 109
internal_count=2969 2749 220 2692 1682 1010 955 822 195 627 573 1591 1533 1481 1407 168 133 109
is_linear=0
shrinkage=0.16829


Tree=5223
num_leaves=31
num_cat=0
split_feature=1 1 1 150 12 14 1 4 4 43 13 16 52 12 12 16 12 52 16 52 43 12 12 4 13 13 42 16 49 1210
split_gain=27.4094 4.22638 2.17612 2.25508 1.9442 1.51305 1.39175 1.35742 1.25148 0.828908 0.732197 0.707559 0.661462 0.648897 0.639661 0.460993 0.451524 1.03374 0.425925 0.422729 0.378625 0.378203 0.355451 0.313698 0.302304 0.243834 0.240489 0.227374 0.224227 0.11388
threshold=0.10557500000000002 0.12500000000000003 0.089745000000000019 1.0000000180025095e-35 0.086885000000000004 0.073890000000000011 0.15618500000000002 0.04105000000000001 0.036605000000000006 -0.036849999999999994 -1.0000000180025095e-35 -0.33811499999999994 -0.068039999999999975 0.091495000000000007 0.090600000000000014 -0.13895999999999997 1.0000000180025095e-35 -0.06717999999999999 0.062500000000000014 0.14873500000000003 -0.073819999999999983 0.094955000000000025 -0.085124999999999992 -0.0048949999999999992 -0.06286499999999999 -0.012224999999999998 0.089270000000000002 0.20277000000000003 0.087485000000000021 -0.040634999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 9 11 8 10 -6 13 14 22 -2 -11 16 -4 28 17 -1 23 27 -5 -17 -3 -18 -16 -13 -14 29 -10 -15
right_child=1 6 3 20 7 -7 -8 -9 15 12 -12 25 26 19 24 21 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012563833547634832 0.0010914056080672833 0.00065782764677476985 0.0010754308227383001 0.0011450852467425991 0.0016360093429908201 0.0021033121321261581 0 0.0010139962758561594 0.0013947999342299334 0.0018981934782608771 0.00086201716813365139 0.0005353889271243155 0.0013690233079295296 0.001492014826715086 0.001647577577663798 0.0010302142336225935 0.0016609976508687933 0.0018000674728487539 0.0019250951568331369 0.0013438419568375885 0.00074556847149736161 0.0014212272542582056 0.00031629057660778099 0.0018386175457909099 0.0012984054368759765 0.00081312705325737049 0.0016686328356565468 0.0014224964132851265 0.001674761899935243 0.0016686494949481228
leaf_weight=80 73 57 67 53 74 70 52 80 74 72 76 63 71 54 60 55 711 74 95 100 52 55 81 133 52 79 53 73 58 222
leaf_count=80 73 57 67 53 74 70 52 80 74 72 76 63 71 54 60 55 711 74 95 100 52 55 81 133 52 79 53 73 58 222
internal_value=0 0.000801063 0.00157442 0.00137592 0.00102971 0.00162579 0.000483741 0.00131311 0.00160703 0.00149576 0.000601399 0.000826556 0.00164479 0.00164178 0.00133238 0.00138548 0.0016855 0.00151786 0.00171295 0.00153528 0.000947565 0.00122604 0.000457616 0.00168903 0.00148578 0.000690153 0.00149737 0.00159003 0.00151808 0.00163422
internal_weight=0 635 2334 480 369 1854 266 154 1784 375 214 215 196 1542 179 242 1093 154 939 449 105 110 138 844 112 142 124 349 132 276
internal_count=2969 635 2334 480 369 1854 266 154 1784 375 214 215 196 1542 179 242 1093 154 939 449 105 110 138 844 112 142 124 349 132 276
is_linear=0
shrinkage=0.0032998


Tree=5224
num_leaves=25
num_cat=0
split_feature=2 12 2 2 12 2 15 43 151 15 12 41 43 52 2 1375 151 43 16 12 2 15 15 16
split_gain=25.1435 13.8944 3.34732 3.0212 3.71152 2.75803 2.67226 1.56778 1.56456 2.17036 0.934298 0.729438 0.671504 0.632535 0.577106 0.539794 0.464167 0.393068 0.360752 0.335393 0.260359 0.244487 0.15021 0.117732
threshold=0.12068000000000001 -0.041014999999999989 0.16730000000000003 0.10523 0.085465000000000013 -0.10238999999999998 -0.24211499999999997 -0.069824999999999984 -0.039414999999999999 -0.11277999999999998 0.09253500000000002 0.075585000000000013 -0.085504999999999984 -0.54159499999999994 0.13501500000000002 -0.082654999999999992 -0.085989999999999983 -0.040494999999999996 0.20277000000000003 0.099260000000000015 0.094215000000000007 -0.070009999999999975 0.091195000000000012 -0.073554999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 8 5 -5 -3 -1 12 -2 -10 11 15 -8 -6 -11 -7 -17 18 22 20 -19 -15 -12 -21
right_child=2 3 -4 4 13 10 7 -9 9 14 17 -13 -14 21 -16 16 -18 19 -20 23 -22 -23 -24 -25
leaf_value=0.00012268892539893945 9.6360403848706394e-05 0.00077595370168811746 -0.00020525971111359445 0.00066593986806102838 0.001736182627445088 0.0012815990743963955 0.00093741847494777846 0.0013631044817824279 0.00037920954093303332 0.0013114718031633824 0.0014850680683446661 0.0019306068290402436 0.00045690026877427735 0.001143898966539607 0.00082585157654111103 0.001371822634623786 0.001608306990826477 0.0017462335776093857 0.0011510255884767447 0.0015032376961652304 0.0014482249849824215 0.0014194948435023434 0.0013169419759708641 0.0012739531895052717
leaf_weight=71 52 52 70 103 55 66 60 52 97 52 152 67 68 56 56 100 1212 92 73 53 52 103 103 52
leaf_count=71 52 52 70 103 55 66 60 52 97 52 152 67 68 56 56 100 1212 92 73 53 52 103 103 52
internal_value=0 0.00140422 0.000434069 0.00148176 0.00118124 0.00152768 0.000665388 0.000879257 0.000608342 0.000738039 0.00154699 0.00159204 0.000682418 0.0014291 0.00105999 0.00157555 0.00159031 0.00143412 0.00135814 0.00153407 0.00163886 0.00132265 0.0014173 0.00139002
internal_weight=0 2642 327 2391 317 2074 251 180 257 205 2022 1445 128 214 108 1378 1312 577 328 249 144 159 255 105
internal_count=2969 2642 327 2391 317 2074 251 180 257 205 2022 1445 128 214 108 1378 1312 577 328 249 144 159 255 105
is_linear=0
shrinkage=0.0032998


Tree=5225
num_leaves=22
num_cat=0
split_feature=2 33 16 0 12 14 0 4 43 4 12 52 52 43 16 481 16 4 0 0 52
split_gain=0.763733 0.616895 0.463389 0.557368 0.427138 0.401686 0.603973 1.31886 0.386134 0.390738 0.364543 0.298132 0.269348 0.241559 0.232698 0.205185 0.185985 0.184479 0.175164 0.172619 0.0874708
threshold=0.10859000000000001 0.085370000000000015 -0.0024749999999999993 -0.079249999999999987 -1.0000000180025095e-35 0.05884000000000001 -0.11742499999999999 0.0019650000000000002 -0.086874999999999994 -0.0029949999999999998 0.083335000000000006 -0.23266999999999996 0.12484500000000003 -0.46052499999999996 0.062910000000000008 -0.086854999999999988 -0.11807499999999999 0.27420500000000009 -0.046614999999999997 -0.105195 -0.032354999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 12 -4 8 6 7 -6 -1 -10 14 -5 17 -12 -8 -15 -11 20 -13 -19 -2
right_child=2 -3 3 11 5 -7 10 -9 9 16 13 18 -14 15 -16 -17 -18 19 -20 -21 -22
leaf_value=0.015371739110008078 0.004911012523776845 0.028469153512451741 -0.01702852517041319 0.0094993695321970804 -0.020677614051263494 0.021796069112414149 0.025558966403472279 0.011824635255419639 -0.011029036905587276 -0.0015907438762953934 -0.00066068535309431523 0.0031756583793050063 0.017843451321487638 0.019931127556751419 0.012072259460351344 0.010460654057547808 0.012225685516360173 0.0057010308040636171 -0.010238370994522305 -0.0061513409195215621 0.013763927780046139
leaf_weight=56 54 53 53 91 55 91 78 99 65 54 53 55 62 68 69 1599 56 101 55 53 79
leaf_count=56 54 53 53 91 55 91 78 99 65 54 53 55 62 68 69 1599 56 101 55 53 79
internal_value=0 0.0104962 0.00379054 -0.00167213 0.0100889 0.0108408 0.0103466 0.000205023 0.00320724 -0.000675138 0.0111821 0.00236813 0.00777139 0.0104924 0.0192407 0.010848 0.00542674 0.00558928 -0.00351502 0.0016103 0.010183
internal_weight=0 2396 603 254 2343 2112 2021 154 231 175 1867 201 349 1720 147 1667 110 287 110 154 133
internal_count=2999 2396 603 254 2343 2112 2021 154 231 175 1867 201 349 1720 147 1667 110 287 110 154 133
is_linear=0
shrinkage=0.16829


Tree=5226
num_leaves=29
num_cat=0
split_feature=3 3 43 42 147 0 160 12 39 3 43 160 0 49 3 0 42 43 43 0 43 3 1447 11 47 133 42 0
split_gain=21.6769 5.19809 4.49162 2.36859 2.18798 1.83594 1.98479 0.983907 0.904732 0.855202 1.02514 0.927383 0.716917 0.634042 0.498557 0.944192 0.910469 0.539351 0.425734 0.39455 0.346251 0.285623 0.243287 0.227342 0.198397 0.153601 0.218452 0.0966546
threshold=-0.059315 0.28833000000000003 -0.033049999999999989 -1.0000000180025095e-35 0.088035000000000016 -0.06952499999999999 -0.060659999999999992 0.10344500000000002 0.087880000000000014 0.11391500000000002 0.0049250000000000014 -0.014124999999999999 -0.105195 0.11077500000000003 -0.14186499999999996 -0.10071499999999999 0.084805000000000005 0.049545000000000006 -0.082094999999999987 -0.05461499999999999 -0.0068849999999999996 0.086845000000000019 -0.085709999999999995 1.0000000180025095e-35 0.095010000000000011 -0.44221499999999997 0.097140000000000018 -0.052874999999999998
decision_type=2 2 2 2 2 2 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 9 13 -7 18 -5 10 11 -4 -3 14 16 20 -1 22 -8 -10 -16 -13 -17 27 -24 -19 -27 -20
right_child=1 12 4 8 -6 6 7 -9 19 -11 -12 21 -14 -15 15 17 -18 25 23 -21 -22 -23 24 -25 -26 26 -28 -29
leaf_value=0.0016408908486843783 0.0014027135823291056 0.0006317097133325129 0.0019690074178057952 0.00090631235620497192 0.00071218486648097457 0.00099313366446305553 0.0014041922155729563 0.001256737349985691 0.0003520320694583256 0.0011399170362047227 0.0012118887979833091 0.0016549418812911144 0.00014766017440977024 0.001409547286542326 0.0015572168424083993 0.001909132052475793 0.0022348065164570739 0.0016636991351103348 0.0017476852727127336 0.00071502184894155294 0.0011990632696009423 0.0013538067522402121 0.0017305200669729007 0.0019212345552807098 0.0015477405867128215 0.0013005300478139662 0.0015998608098774197 0.0015524051244229053
leaf_weight=63 60 79 65 101 53 87 53 88 84 87 87 65 58 89 70 82 52 67 71 54 53 78 1058 57 73 53 58 54
leaf_count=63 60 79 65 101 53 87 53 88 84 87 87 65 58 89 70 82 52 67 71 54 53 78 1058 57 73 53 58 54
internal_value=0 0.0010175 0.00112766 0.000816013 0.0013418 0.00163563 0.00143663 0.00155598 0.000668577 0.00142906 0.00151422 0.0016405 0.000427041 0.00168309 0.00169802 0.00168191 0.00190975 0.00170653 0.00166789 0.000494327 0.00140318 0.00149093 0.00173165 0.00174449 0.00171875 0.00153516 0.00145725 0.00166361
internal_weight=0 871 734 299 435 2128 410 323 239 382 295 208 137 1718 1629 1514 115 1391 235 138 123 143 1213 182 1131 178 111 125
internal_count=2999 871 734 299 435 2128 410 323 239 382 295 208 137 1718 1629 1514 115 1391 235 138 123 143 1213 182 1131 178 111 125
is_linear=0
shrinkage=0.0032998


Tree=5227
num_leaves=24
num_cat=0
split_feature=1 3 2 39 2 4 3 1 14 34 4 13 15 13 1429 150 16 16 52 3 1447 15 3
split_gain=22.1239 3.86593 3.38168 2.4017 1.69007 1.68982 1.49997 1.12054 1.11899 1.00383 0.950505 0.925829 0.677559 0.480228 0.843022 0.715904 0.474964 1.02898 0.534815 0.316266 0.268927 0.167507 0.157007
threshold=0.11374000000000002 -0.049204999999999992 0.10523 0.0047850000000000011 0.16730000000000003 0.31392000000000003 0.11745500000000002 0.093205000000000024 0.073890000000000011 -0.010739999999999998 0.27420500000000009 -0.052719999999999996 -0.18498499999999998 -0.066634999999999986 0.079110000000000014 0.077110000000000012 -0.063769999999999979 0.39813000000000004 -0.45635499999999996 -0.087169999999999984 -0.085709999999999995 -0.41725999999999991 -0.090889999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 8 9 -2 10 -5 12 -3 16 21 -1 19 15 -15 -4 -18 -19 22 -21 -11 -14
right_child=1 4 6 7 -6 -7 -8 -9 -10 11 -12 -13 13 14 -16 -17 17 18 -20 20 -22 -23 -24
leaf_value=0.0020199427052935422 0.0015709927371769 0.00033103326895777332 0.0017001993651292934 0.0016099164975718189 8.9189084226395175e-05 0.00082332582424224127 0.00084337002319450347 0.00098071086424478216 0.002070259737283398 0.00079666101764669167 0.0010354660293777128 0.0010931960702750853 0.0016751589865777506 0.0016715225588747435 0.0012545601028112097 0.0012820086451602309 0.0011470990863516109 0.0017956382152926594 0.001354650452669282 0.0019416521854371874 0.0017276722455263967 0.0005512018540241489 0.0014250076716603036
leaf_weight=64 88 53 91 52 52 53 56 77 86 54 58 91 63 757 66 56 92 72 53 73 765 73 54
leaf_count=64 88 53 91 52 52 53 56 77 86 54 58 91 63 757 66 56 92 72 53 73 765 73 54
internal_value=0 0.000834086 0.00161797 0.0016719 0.000634866 0.0012902 0.00134786 0.00123462 0.00170032 0.000739442 0.00142495 0.000838572 0.00168354 0.00167178 0.00161548 0.00164474 0.00149818 0.0014133 0.00160894 0.00172356 0.00174635 0.000655848 0.00156001
internal_weight=0 464 2535 2113 323 141 422 129 1984 271 366 218 1898 1834 879 813 308 217 125 955 838 127 117
internal_count=2999 464 2535 2113 323 141 422 129 1984 271 366 218 1898 1834 879 813 308 217 125 955 838 127 117
is_linear=0
shrinkage=0.0032998


Tree=5228
num_leaves=30
num_cat=0
split_feature=12 2 15 2 2 12 49 3 14 2 14 43 15 15 52 52 43 49 43 15 43 2 3 12 475 131 2 42 12
split_gain=59.9976 15.3336 14.5414 8.596 6.95821 3.17624 3.02146 2.02597 1.67513 1.19798 1.06925 0.880037 0.803615 0.798994 0.794699 0.899811 0.765303 0.659194 0.559432 0.944813 0.634479 0.551714 0.435448 0.369924 0.519416 0.306265 0.301623 0.138185 0.101973
threshold=0.056995000000000011 0.13501500000000002 -0.2987999999999999 0.10979000000000001 -1.0000000180025095e-35 0.098785000000000012 -0.034759999999999992 0.28833000000000003 0.073890000000000011 0.087765000000000024 -0.42227999999999993 -0.24192999999999995 -0.047859999999999993 -0.53241999999999989 0.048245000000000003 -0.092084999999999986 -0.025879999999999997 -0.062709999999999974 0.021175000000000003 -0.032144999999999993 -0.064179999999999987 0.10656 -0.091364999999999988 0.092475000000000016 -0.085359999999999978 0.09474500000000001 0.10019000000000002 0.088485000000000022 0.10923500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 10 4 -4 8 -6 12 9 16 -1 -7 -5 -12 15 -8 23 -11 19 20 -13 26 -18 24 -2 -25 -19 -24 -20
right_child=1 -3 3 7 6 11 14 -9 -10 17 13 18 -14 -15 -16 -17 22 21 28 -21 -22 -23 27 25 -26 -27 -28 -29 -30
leaf_value=0.00033755934429916462 0.0016654592676991465 0.00035116749855765083 0.00056011596461679857 0.00094128163811022414 0.0010781217261341836 0.0019750927447162235 0.0018912468344072632 5.0491874955832783e-05 0.002505386265360638 0.0015267275232629348 9.8981149782589021e-05 0.0014874297323127807 0.00044775797990223847 -0.00044102654902759906 0.0021027908321116424 0.0013932478877963501 0.0023870326085412897 0.0018822376459645448 0.0016324319913650356 0.0017292667715115221 0.0010100570225438036 0.0016370447423308381 0.0020320092036804236 0.001573817647624784 0.0020248522095270218 0.0019333906281179293 0.0021205228028775324 0.0021678802528699512 0.0018383735995298326
leaf_weight=59 52 72 102 83 101 68 82 72 60 68 53 68 64 68 58 78 58 473 54 83 56 95 273 54 327 53 69 133 63
leaf_count=59 52 72 102 83 101 68 82 72 60 68 53 68 64 68 58 78 58 473 54 83 56 95 273 54 327 53 69 133 63
internal_value=0 0.0018492 0.000801966 0.00103501 0.00131088 0.00190037 0.00155083 0.000504515 0.00196173 0.001942 -2.64297e-05 0.00163186 0.000726654 -0.000204203 0.00176967 0.00164869 0.00201886 0.00183838 0.00155971 0.00145559 0.00127213 0.00187159 0.00211548 0.00192653 0.00197564 0.00175225 0.00191264 0.00207661 0.00174362
internal_weight=0 2179 820 640 421 2107 319 219 1715 1655 180 392 147 121 218 160 950 705 324 207 124 637 464 486 379 107 542 406 117
internal_count=2999 2179 820 640 421 2107 319 219 1715 1655 180 392 147 121 218 160 950 705 324 207 124 637 464 486 379 107 542 406 117
is_linear=0
shrinkage=0.0032998


Tree=5229
num_leaves=17
num_cat=0
split_feature=2 9 14 10 9 151 481 2 52 11 1455 133 52 48 49 4
split_gain=0.868023 0.465637 0.526328 0.534625 0.751838 0.361881 0.23626 0.229549 0.207621 0.238643 0.187816 0.180525 0.149825 0.0906902 0.146844 0.11719
threshold=0.10859000000000001 -1.0000000180025095e-35 0.05884000000000001 0.057650000000000007 1.0000000180025095e-35 0.053170000000000002 -0.086854999999999988 0.16993500000000003 0.12484500000000003 0.078065000000000009 0.10442000000000001 0.024980000000000006 -0.037619999999999994 0.10327000000000001 1.0000000180025095e-35 0.40736500000000003
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 9 11 -8 13 -13 14 15 -2
right_child=7 2 -4 -5 -6 -7 10 -9 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=0.00011204576414705977 -0.0039198528868939582 0.021339315644621267 0.024767233691615178 -0.0041542528914082439 0.031378539530873245 0.0005108337056564838 0.0118522104923116 -0.0041280147599441017 0.013789399886946429 0.014813148716581865 0.021782532992289286 0.0027357429727811406 0.015322651887541498 -0.0047340702500773425 0.010459345520021356 0.0049610927023579525
leaf_weight=86 90 83 99 55 59 74 1884 67 88 59 56 53 55 60 52 79
leaf_count=86 90 83 99 55 59 74 1884 67 88 59 56 53 55 60 52 79
internal_value=0 0.0122921 0.0127447 0.0122056 0.0126238 0.0120953 0.0125181 0.00514292 0.00630514 0.00483101 0.0121398 0.00331239 0.00916238 0.0010576 0.00263812 0.000220964
internal_weight=0 2396 2310 2211 2156 2097 2023 603 536 448 1940 389 108 281 221 169
internal_count=2999 2396 2310 2211 2156 2097 2023 603 536 448 1940 389 108 281 221 169
is_linear=0
shrinkage=0.16829


Tree=5230
num_leaves=28
num_cat=0
split_feature=1 1 12 3 4 40 4 4 40 4 12 4 1 12 1 4 12 4 158 12 50 4 12 12 12 403 12
split_gain=17.1582 3.5547 3.35414 1.17396 1.03566 0.711774 1.16693 0.618935 0.640201 1.03124 0.479083 0.452074 0.446799 0.934995 0.869187 1.13631 0.49217 0.448099 0.440784 0.394814 0.362147 0.331148 0.204179 0.177971 0.174633 0.113554 0.0433473
threshold=0.12000500000000001 0.095435000000000006 0.087255000000000013 0.31316500000000008 0.043640000000000005 -0.034699999999999988 0.40052000000000004 -0.14994999999999997 -1.0000000180025095e-35 0.043640000000000005 -0.0066799999999999993 0.036605000000000006 0.087225000000000011 0.084805000000000005 1.0000000180025095e-35 -0.14088999999999999 0.085280000000000009 -0.076689999999999994 0.078875000000000015 0.083335000000000006 0.10861000000000003 -0.14994999999999997 0.092605000000000007 0.095230000000000023 0.090600000000000014 -0.00015499999999999997 -0.078454999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 5 10 26 -7 -3 -9 -10 -1 23 14 -14 15 -12 21 25 19 -6 -17 -16 -21 -4 -19 -15 -2
right_child=3 2 11 -5 18 6 -8 8 9 -11 12 -13 13 17 16 20 -18 24 -20 22 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0015481012218192284 0.0002149783876352105 0.0010211807203257667 0.0014695089702859336 3.9032734364858171e-05 0.00072122061696614577 0.00088905507554788775 0.00026262867172061776 0.00084010583215912823 0.00018267523949915156 0.00074075000426902251 0.0008010615354325833 0.0010222364985130016 0.00076322299702587086 0.001277868224739794 0.0018237727681866794 0.0012912808884969964 0.0012908381032597351 0.00096079662292017907 0.001246709094083773 0.001208045955422713 0.0010900065526401193 0.0014587169634410404 0.00094798019337535627 0.0012375213422753395 0.0012206474375483667 0.0014805758250792909 0.00035253951275193756
leaf_weight=65 52 53 61 85 54 84 53 93 66 80 59 82 58 79 53 1048 81 64 88 58 110 59 82 99 54 55 52
leaf_count=65 52 53 61 85 54 84 53 93 66 80 59 82 58 79 53 1048 81 64 88 58 110 59 82 99 54 55 52
internal_value=0 0.00117615 0.000935877 0.000372913 0.00123821 0.000490525 0.000646972 0.000697516 0.000625594 0.000488711 0.00126766 0.00122334 0.00125704 0.00114257 0.00128219 0.00124938 0.00148887 0.00122974 0.00105164 0.000962976 0.00127219 0.00163178 0.00105597 0.00132619 0.00108001 0.00136133 0.000284098
internal_weight=0 2601 534 326 2067 241 137 292 239 146 1785 242 1720 310 1410 1217 193 252 282 194 1158 112 140 160 118 134 104
internal_count=2927 2601 534 326 2067 241 137 292 239 146 1785 242 1720 310 1410 1217 193 252 282 194 1158 112 140 160 118 134 104
is_linear=0
shrinkage=0.0032998


Tree=5231
num_leaves=30
num_cat=0
split_feature=1 34 15 0 15 0 15 401 4 159 159 0 15 0 159 47 14 15 0 0 15 16 1 4 0 159 16 0 15
split_gain=0.750242 0.480425 0.438157 0.345139 0.535454 0.333474 0.296925 0.472256 0.786596 0.32608 0.466099 0.321523 0.293379 0.310792 0.286162 0.24858 0.247341 0.218334 0.193301 0.209059 0.186072 0.162467 0.131356 0.129121 0.289952 0.122565 0.167394 0.0734186 0.116564
threshold=0.12000500000000001 -1.0000000180025095e-35 0.084985000000000019 -0.11991499999999998 -0.016999999999999998 -0.13619499999999998 -0.075094999999999981 0.080265000000000017 -0.50946499999999995 0.024100000000000003 0.10490000000000001 -0.10185499999999999 0.14927500000000002 -0.087359999999999979 -0.064994999999999983 0.10297500000000002 -0.07279999999999999 0.091285000000000019 -0.071749999999999994 -0.074249999999999997 -0.088709999999999983 -0.067654999999999979 0.096035000000000023 -0.012569999999999998 -0.07106999999999998 -0.085469999999999977 -0.0098949999999999975 -0.060094999999999989 -0.075094999999999981
decision_type=2 2 2 2 2 2 2 2 2 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 20 -3 11 8 -8 14 -11 -5 13 17 -10 23 -7 -4 19 25 22 -20 -1 -13 -25 -15 -27 -18 -29
right_child=1 5 12 6 -6 16 7 -9 9 10 -12 15 -14 18 -16 -17 27 -19 21 -21 -22 -23 -24 24 -26 26 -28 28 -30
leaf_value=0.0095323613809927682 -0.012316403702294362 -0.0062434526202262263 0.03105617971199438 0.024297936275555019 -0.010989302308772314 0.018316029449757007 0.027685673916874827 -0.0069046670005928779 -0.00057208978552104894 -0.010963346948028455 0.0090557106396081891 0.0187410098735084 0.0024289820415195978 0.020974901463057982 0.011076661347370618 0.001485956513719632 0.00015466047924501313 0.016247164829189659 0.026638289410860921 0.002200629429175044 0.01608184751497076 0.014333820863297304 0.00079702895846866888 0.01390996461243809 0.00023840518445667145 0.01356950591897034 0.0033997077014554871 0.0019805468159262811 0.013085901546475823
leaf_weight=97 52 56 53 70 53 53 63 52 67 57 78 101 57 54 529 56 57 62 54 53 57 72 99 293 52 420 52 53 55
leaf_count=97 52 56 53 70 53 53 63 52 67 57 78 101 57 54 529 56 57 62 54 53 57 72 99 293 52 420 52 53 55
internal_value=0 0.00250297 0.0110746 0.00951351 0.00437769 0.00532197 0.0106205 0.00861231 0.0096308 0.00807231 0.000589912 0.0135876 0.0141413 0.0149532 0.00976414 0.0120906 0.00830114 0.0230878 0.0136237 0.0123154 0.00760397 0.0196214 0.00512929 0.0134181 0.0118545 0.0133312 0.0124529 0.00507335 0.00765269
internal_weight=0 326 2601 1724 306 274 1418 846 794 731 135 572 877 820 596 502 218 115 705 579 253 126 196 446 345 526 472 165 108
internal_count=2927 326 2601 1724 306 274 1418 846 794 731 135 572 877 820 596 502 218 115 705 579 253 126 196 446 345 526 472 165 108
is_linear=0
shrinkage=0.16829


Tree=5232
num_leaves=21
num_cat=0
split_feature=3 16 1456 12 49 150 484 133 16 51 51 16 160 1 1 3 15 12 16 2
split_gain=0.623037 0.551936 0.363277 0.315942 0.369744 0.305693 0.240854 0.31528 0.370852 0.634654 0.366383 0.22847 0.452673 0.236481 0.344418 0.215936 0.232832 0.224343 0.142666 0.140833
threshold=0.31316500000000008 -0.12080999999999999 -0.092679999999999985 0.083725000000000008 -0.14917999999999998 -0.081029999999999977 -0.065464999999999982 -0.086034999999999986 -0.082119999999999985 0.056710000000000003 0.080840000000000009 0.0054050000000000009 -0.081969999999999987 0.11097000000000001 0.097430000000000017 -0.095009999999999983 -0.069814999999999988 0.093455000000000024 -0.0092499999999999978 0.088820000000000024
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 19 5 -5 -4 -7 -8 10 -10 -9 13 -13 14 18 17 -17 -14 -6 -1
right_child=1 -3 3 4 11 6 7 8 9 -11 -12 12 15 -15 -16 16 -18 -19 -20 -21
leaf_value=0.024302000684543582 0.0076580808350083691 -0.016621681829854431 -0.0063448707393123985 -0.0041889690772403182 0.010453260168591735 -0.0022530875394496473 -0.0036379817523446737 0.0078504746365308346 0.0091016920595200085 0.028386560496260052 -0.0069246177474156234 -0.0067148428810801164 0.02145043596396164 0.020318079637970488 -0.0024361266626319942 0.012740843271437857 0.0022863594060311392 0.0077117658397905416 0.015762626822767856 0.012268825146408868
leaf_weight=56 54 52 56 53 1131 78 63 176 271 59 65 61 65 75 55 94 170 71 166 56
leaf_count=56 54 52 56 53 1131 78 63 176 271 59 65 61 65 75 55 94 170 71 166 56
internal_value=0 -0.0042358 0.00889524 0.00850569 0.00965018 0.00561082 0.00655368 0.00763999 0.00888747 0.012555 0.00385804 0.0100396 0.0067725 0.0110938 0.0105808 0.00883381 0.00601559 0.0142913 0.0111342 0.0183015
internal_weight=0 106 2821 2709 1941 768 712 634 571 330 241 1888 461 1427 1352 400 264 136 1297 112
internal_count=2927 106 2821 2709 1941 768 712 634 571 330 241 1888 461 1427 1352 400 264 136 1297 112
is_linear=0
shrinkage=0.16829


Tree=5233
num_leaves=17
num_cat=0
split_feature=1 9 1212 16 13 49 49 403 0 484 0 0 13 402 4 13
split_gain=0.446363 0.248103 0.254675 0.246274 0.359395 0.403891 0.354079 0.326724 0.238905 0.236348 0.217879 0.328743 0.228044 0.184284 0.17755 0.0743794
threshold=0.12000500000000001 0.084755000000000011 0.12218000000000002 -0.071129999999999985 0.18622000000000002 -0.08428999999999999 -0.081629999999999994 0.052650000000000009 -0.071749999999999994 0.087235000000000021 -0.00077999999999999999 -0.074249999999999997 -0.085784999999999986 0.11399000000000002 -0.095479999999999982 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 -1 9 13 -7 11 12 -2 14 -8 -13
right_child=10 -3 -4 4 -6 7 8 -9 -10 -11 -12 15 -14 -15 -16 -17
leaf_value=-0.0015722653745058738 0.0034233196715617161 0.01827677485319738 0.018242270796232953 0.015856529796159501 0.018961624289959223 0.0039153793770208408 0.00012566599141104686 -0.0063774958777966587 0.017848334569491166 0.010872353916997583 -0.0077547803301965474 0.005211347656766392 -0.01068789631688951 0 0.010192527608648484 0.013294536801490503
leaf_weight=83 75 62 61 91 55 929 53 77 96 163 63 66 57 60 871 65
leaf_count=83 75 62 61 91 55 929 53 77 96 163 63 66 57 60 871 65
internal_value=0 0.00773852 0.00748048 0.00721484 0.00563342 0.0050502 0.0090014 0.00420745 0.00981567 0.00495547 0.00112602 0.00326019 -0.00265655 0.00903017 0.00961704 0.00923581
internal_weight=0 2601 2539 2478 1315 1260 1163 1169 1080 1092 326 263 132 984 924 131
internal_count=2927 2601 2539 2478 1315 1260 1163 1169 1080 1092 326 263 132 984 924 131
is_linear=0
shrinkage=0.16829


Tree=5234
num_leaves=27
num_cat=0
split_feature=3 14 1 2 3 3 48 1446 13 2 1 13 394 40 3 1 3 48 48 3 2 13 48 3 13 13
split_gain=0.375462 0.409301 0.342666 0.586413 0.399076 1.39677 0.305221 0.298736 0.274745 0.389243 0.261312 0.473768 0.214074 0.211391 0.210395 0.300404 0.182003 0.157913 0.321346 0.133436 0.106469 0.08649 0.0783234 0.078127 0.0682087 0.0421439
threshold=0.28833000000000003 -0.073149999999999979 0.087055000000000007 1.0000000180025095e-35 -0.13117499999999996 -0.020759999999999997 0.091125000000000025 0.098375000000000018 -0.087809999999999985 -1.0000000180025095e-35 0.092485000000000026 -0.052124999999999998 -0.0063999999999999986 -0.080664999999999987 -0.11749 1.0000000180025095e-35 -0.07385499999999999 0.036755000000000003 0.095850000000000005 -0.077754999999999977 0.11523000000000001 -0.010129999999999998 -0.065589999999999996 -0.15041499999999997 -0.47365999999999991 0.095470000000000013
decision_type=2 2 2 2 2 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 6 8 25 -6 7 12 -4 13 11 -11 21 -10 23 -16 -12 22 -19 -8 -1 -3 -7 -14 -2 -5
right_child=24 2 3 4 5 17 19 -9 9 10 16 -13 14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.02192920095118955 0.000986131479065216 0.0089285437116421295 0.016102753081958011 0.0099571208396360619 -0.02731611011056333 0.0013963587420391152 -0.0044137520091928313 0.020303528989590161 0.0053771775578290637 -0.0064021306092339487 0.0078628623433190572 0.012495209197574087 0.0040325099771795006 -0.0086122427035145235 0.0067256995179200349 0.016414482109881015 0.017407532938197814 0.014083856897725955 -0.0035421078218182273 0.0056978917868292615 0.011204443232445413 0.017128694341860595 -0.0075028021488102361 -0.0046280242699853298 -0.0071219284196363071 0.0035790310969100025
leaf_weight=52 53 66 77 57 62 52 84 54 52 81 162 70 65 74 1114 99 88 60 57 66 55 85 60 54 65 63
leaf_count=52 53 66 77 57 62 52 84 54 52 81 162 70 65 74 1114 99 88 60 57 66 55 85 60 54 65 63
internal_value=0 0.00621576 0.00581048 0.0033639 -0.00153625 -0.0049073 0.00728143 0.00798859 0.00670124 0.00532418 0.00788912 0.00234633 0.00753896 -0.00282457 0.00685545 0.00751794 0.0112298 0.00115187 0.00548149 2.33941e-05 0.0164333 0.0135564 -0.00335501 8.74223e-05 -0.00346495 0.0066236
internal_weight=0 2809 2702 1015 411 291 1687 1537 604 527 401 151 1483 126 1332 1213 250 229 117 150 107 151 112 119 118 120
internal_count=2927 2809 2702 1015 411 291 1687 1537 604 527 401 151 1483 126 1332 1213 250 229 117 150 107 151 112 119 118 120
is_linear=0
shrinkage=0.16829


Tree=5235
num_leaves=30
num_cat=0
split_feature=3 151 3 43 1 0 0 1 2 4 13 15 42 1 3 1 160 2 4 13 4 130 43 0 13 43 3 43 43
split_gain=0.39412 0.404045 0.363708 0.368009 0.354867 0.489685 0.344372 0.724947 0.37503 0.251458 0.451688 0.276328 0.264573 0.23797 0.730944 0.346604 0.273307 0.267698 0.233245 0.191512 0.168625 0.152466 0.15804 0.14439 0.131507 0.101583 0.15044 0.120575 0.0843531
threshold=-0.010434999999999998 0.015440000000000001 -0.08867499999999999 -0.23538999999999996 0.10342000000000001 -0.065939999999999985 -0.23066499999999998 0.087960000000000024 0.089865000000000014 1.0000000180025095e-35 -0.0088749999999999992 0.091285000000000019 0.109255 0.077845000000000011 -0.14539499999999997 0.10721500000000002 -0.065549999999999983 0.089125000000000024 0.42405000000000009 -0.40944499999999995 -0.085189999999999974 -0.0048749999999999991 -0.008179999999999998 -0.079794999999999991 -0.0066549999999999986 -0.064179999999999987 -0.07798999999999999 -0.00067499999999999993 -0.14239499999999997
decision_type=2 2 2 2 2 2 2 2 2 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 18 -2 8 -8 11 25 20 23 16 15 17 -1 -15 19 -6 -5 -18 28 -13 -22 26 -11 -27 -23
right_child=4 -3 3 9 5 -7 7 -9 -10 10 -12 12 -14 14 -16 -17 21 -19 -20 -21 24 22 -24 -25 -26 27 -28 -29 -30
leaf_value=0.013636800304374046 -0.0071522630792616691 0.016408537616965022 0.019903733118758048 0.016600126661264425 0.004625146743901732 -0.014615648898179026 -0.010512684235847728 0.019959234402460772 0.0077829730342927651 0.0030356466762746785 -0.0098282794567009866 0.00049133004189189956 -0.0051871907421560002 -0.011162568290194646 -0.014239157337632168 0.012240236279995343 0.0086733869880889335 0.004094158813714513 0.0068965677968697509 -0.0079297130017720006 0.0071355856953903068 -0.0023139349853016572 -0.0081760708618810914 0.0088619702729253718 0.014137165568466017 -0.0051098511664592668 0.01214100666543348 0.005558422642330545 0.0054658398005611227
leaf_weight=74 53 89 54 71 52 81 55 86 75 118 73 94 84 52 94 81 76 87 97 101 638 64 52 156 87 53 92 69 102
leaf_count=74 53 89 54 71 52 81 55 86 75 118 73 94 84 52 94 81 76 87 97 101 638 64 52 156 87 53 92 69 102
internal_value=0 0.00527687 0.00483983 0.00623548 0.000443098 -0.00324319 0.0049857 0.00797231 2.86826e-05 0.00575348 0.00214919 0.00704369 0.00297284 0.00158546 -0.00181365 0.00348726 0.00449068 -0.00160047 0.000434295 -0.00365096 0.00874955 0.00218248 -7.21647e-05 0.0057218 0.00797825 0.00478821 0.00703322 0.000909119 0.00245559
internal_weight=0 2360 2271 1589 600 331 269 216 130 1535 405 1130 334 682 314 220 368 139 250 153 796 294 218 250 725 332 210 122 166
internal_count=2960 2360 2271 1589 600 331 269 216 130 1535 405 1130 334 682 314 220 368 139 250 153 796 294 218 250 725 332 210 122 166
is_linear=0
shrinkage=0.16829


Tree=5236
num_leaves=20
num_cat=0
split_feature=1 2 4 12 1 4 12 14 4 4 3 0 4 2 30 12 4 1 43
split_gain=19.1955 4.05986 2.80043 2.64394 1.46261 1.35292 1.53647 1.11005 1.11018 1.48687 1.02369 0.747399 0.680955 0.649833 0.503605 0.447713 0.296144 0.557388 0.242009
threshold=0.11156000000000001 0.13881000000000002 0.31392000000000003 0.088325000000000015 0.09518500000000002 -0.17568999999999999 0.087215000000000015 0.064610000000000015 -0.49010499999999996 -0.14994999999999997 0.088880000000000015 -0.14164999999999997 0.00059000000000000014 0.25063000000000007 0.086055000000000006 0.099980000000000013 0.50996500000000011 0.12200500000000002 -0.06705499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 7 -6 11 8 -1 -10 12 -7 -11 -3 16 -5 17 -2 -8
right_child=1 13 -4 15 5 6 18 -9 9 10 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0019572612357248056 0.00071151800481976987 0.00051417602573198748 0.00088697317233651029 0.0016026648379137511 0.0016839782483502334 0.0012332016675487036 0.0016135845643066183 0.0019312684074015002 0.0010331839759234109 0.0015958826102713951 0.0011092067944682043 0.00071166720247950736 0.0014396562192421768 6.2690562699457191e-05 0.00049702349736053283 0.0012077771731081501 0.0006531263479168497 0.0011527986715762688 0.0013114688280277135
leaf_weight=69 58 95 77 53 84 53 60 85 64 1368 57 70 398 55 53 80 52 69 60
leaf_count=69 58 95 77 53 84 53 60 85 64 1368 57 70 398 55 53 80 52 69 60
internal_value=0 0.000806254 0.00150737 0.000994125 0.00152753 0.00132194 0.00119665 0.00156045 0.00154432 0.0015292 0.0015466 0.00093668 0.00156069 0.000348866 0.000781128 0.0013654 0.000865051 0.000951546 0.00146282
internal_weight=0 515 2445 365 2368 327 243 2041 1956 1887 1823 123 1766 150 232 133 179 127 120
internal_count=2960 515 2445 365 2368 327 243 2041 1956 1887 1823 123 1766 150 232 133 179 127 120
is_linear=0
shrinkage=0.0032998


Tree=5237
num_leaves=22
num_cat=0
split_feature=1 49 14 49 1428 4 43 1 3 43 160 43 49 13 43 1 3 13 42 133 4
split_gain=0.359626 0.26358 0.226101 0.340813 0.225629 0.237981 0.288518 0.49396 0.610043 0.327181 0.325757 0.364161 0.258942 0.214058 0.230035 0.173177 0.438723 0.205148 0.124496 0.402078 0.147495
threshold=0.11649500000000002 -0.032374999999999994 -0.24790499999999996 0.091005000000000016 0.080150000000000013 -0.50231999999999988 -0.0018599999999999999 0.10801000000000001 -0.088584999999999983 0.084740000000000024 -0.092954999999999996 1.0000000180025095e-35 0.12186500000000001 1.0000000180025095e-35 -0.012119999999999997 0.080320000000000016 -0.10690999999999999 -0.083709999999999993 0.090645000000000017 0.096875000000000017 0.046185000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 13 5 -1 12 8 9 -8 -10 -12 15 14 -4 18 -17 -18 20 -20 -7
right_child=1 2 3 -5 -6 6 7 -9 10 -11 11 -13 -14 -15 -16 16 17 -19 19 -21 -22
leaf_value=0.013306932483112644 -0.0082891613334986555 -0.0063433613488156773 0.0047932054033600815 -0.0061823446002850363 0.014391260235272837 0.0078004336135638185 -0.014893098819829762 0.015100874868494773 0.014624913668112379 0.0015478141813473423 -0.0041874475292706772 0.0051828405974490557 -0.0041809497897969681 -0.0013082434100417679 0.018205916970171238 -0.0093192643135539231 0.013019230160381114 0.0038192714773622317 0.021009861212024711 0.0048699061170867745 0.0013800038571578708
leaf_weight=97 85 69 76 64 77 749 93 76 64 54 181 334 66 52 70 62 89 305 77 102 118
leaf_count=97 85 69 76 64 77 749 93 76 64 54 181 334 66 52 70 62 89 305 77 102 118
internal_value=0 6.5718e-05 0.00221666 0.00447787 0.00540743 0.0051263 0.00479072 0.00219093 0.000836996 -0.00884136 0.0032973 0.00188611 0.00611932 0.00793267 0.0112363 0.00657313 0.0038285 0.00590199 0.00776792 0.0118228 0.00692868
internal_weight=0 416 331 262 2544 2467 2370 802 726 147 579 515 1568 198 146 1502 456 394 1046 179 867
internal_count=2960 416 331 262 2544 2467 2370 802 726 147 579 515 1568 198 146 1502 456 394 1046 179 867
is_linear=0
shrinkage=0.16829


Tree=5238
num_leaves=24
num_cat=0
split_feature=1 1 0 47 48 124 14 15 1447 1 15 0 0 15 49 0 16 49 474 159 1212 15 16
split_gain=17.3328 3.44209 3.21669 1.68515 2.25228 1.04644 1.02781 0.964326 0.889425 0.799487 0.690788 0.644685 0.621535 1.00692 0.602161 0.43686 0.3746 0.316774 0.309431 0.259727 0.248792 0.246621 0.159253
threshold=0.11644500000000001 0.09518500000000002 -0.13619499999999998 0.084695000000000006 0.091045000000000015 -0.0066649999999999991 0.064610000000000015 -0.43091499999999999 -0.075884999999999994 0.13707500000000003 -0.0065999999999999991 -0.076204999999999981 -0.105195 -0.042209999999999991 0.12571000000000002 -0.083414999999999975 -0.095564999999999983 0.0065400000000000015 0.085165000000000018 0.10516000000000002 0.094075000000000006 0.089180000000000023 0.067035000000000011
decision_type=2 2 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 16 7 -5 -4 8 19 10 -9 -1 -7 13 17 15 18 -3 -10 -14 -2 -17 -12 -13
right_child=3 2 5 4 -6 11 -8 9 12 -11 21 22 14 -15 -16 20 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0013868015756271094 0.00090976197989112672 0.00087255947462098376 0.00091686565981187289 0.0014018462375400332 0.00050194292219162256 0.0016052890635086187 0.0017968106371749246 0.00057680272365350372 0.0011936092778531793 0.00013563368261490858 0.0019758868650620394 0.0011642150566909069 0.0014760703647423382 0.00085264752644664159 0.0011041250489123937 0.0013645635922672832 0.0005326946846894977 0.0015329534902390216 0.0017316867740826401 0.00059450991878732314 0.0015543170224658653 0.0016593494623408328 0.0013623283671830321
leaf_weight=71 59 78 63 65 57 99 85 95 55 85 52 84 640 57 63 749 66 70 58 57 87 61 104
leaf_count=71 59 78 63 65 57 99 85 95 55 85 52 84 640 57 63 749 66 70 58 57 87 61 104
internal_value=0 0.00138028 0.0011327 0.000655012 0.000981688 0.00130362 0.00143997 0.000520249 0.00142451 0.000368669 0.00164402 0.0013884 0.00140178 0.00121773 0.00142273 0.0014358 0.000717033 0.00138392 0.00149736 0.000755157 0.00138435 0.00180532 0.001274
internal_weight=0 2542 494 418 122 350 2048 296 1963 180 184 287 1779 182 1597 1534 144 125 698 116 836 113 188
internal_count=2960 2542 494 418 122 350 2048 296 1963 180 184 287 1779 182 1597 1534 144 125 698 116 836 113 188
is_linear=0
shrinkage=0.0032998


Tree=5239
num_leaves=23
num_cat=0
split_feature=4 2 3 376 3 39 3 4 11 4 2 11 123 3 3 3 475 2 13 2 3 11
split_gain=23.6369 7.18167 3.19148 1.5516 1.92889 1.06678 1.17388 0.871571 0.793726 1.343 0.740278 0.568187 0.443379 0.399591 0.431773 0.381799 0.349479 0.317353 0.275072 0.242081 0.23666 0.360498
threshold=0.31392000000000003 0.13554000000000002 -0.07298499999999998 0.048375000000000008 0.11391500000000002 0.088025000000000006 0.13470000000000001 -0.34140499999999996 1.0000000180025095e-35 -0.098074999999999982 0.088185000000000013 0.087505000000000013 0.08901000000000002 0.092005000000000017 -1.0000000180025095e-35 -0.10175499999999998 -0.0059899999999999997 0.076510000000000009 -0.083849999999999994 0.084305000000000005 0.0098450000000000013 0.078065000000000009
decision_type=2 2 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 20 -4 9 -1 17 -10 -7 14 -9 -12 -17 18 -11 -19 21 -2
right_child=5 -3 3 -5 -6 12 -8 13 11 10 15 -13 -14 -15 -16 16 -18 19 -20 -21 -22 -23
leaf_value=0.001221858055084971 0.00068308631171851793 0.00072730015464814786 0.0019659240280210741 0.0010383479282958558 0.0010078783400301519 0.00063732436293713216 0.0004198638918450914 0.0014988582323154525 0.0020919415245805981 0.0018299746272191122 0.0013270932470163305 0.0017072498734033172 0.00022730511875062521 0.0012436757560392935 0.0017718749732550431 0.0018277601436057201 0.0015867209117786584 0.0019256538414457642 0.0016251695553326489 0.0017580159721352912 0.0011279888426588595 0.0010579780184829081
leaf_weight=71 61 103 53 97 79 52 65 334 88 97 54 83 65 53 80 79 462 127 316 435 53 53
leaf_count=71 61 103 53 97 79 52 65 334 88 97 54 83 65 53 80 79 462 127 316 435 53 53
internal_value=0 0.00158189 0.00161697 0.00142672 0.00148955 0.000667357 0.000797075 0.00156266 0.00169003 0.00166757 0.0016877 0.00190543 0.000409837 0.00151682 0.0015517 0.00159528 0.00162198 0.00174406 0.00167336 0.00179596 0.000943682 0.000857687
internal_weight=0 2611 2508 696 599 349 232 520 1812 1641 1570 171 117 467 414 595 541 975 413 562 167 114
internal_count=2960 2611 2508 696 599 349 232 520 1812 1641 1570 171 117 467 414 595 541 975 413 562 167 114
is_linear=0
shrinkage=0.0032998


Tree=5240
num_leaves=26
num_cat=0
split_feature=1 3 1 14 0 1 3 47 15 150 0 15 15 51 12 12 402 0 47 52 475 12 15 43 0
split_gain=22.1459 5.83496 1.82 1.71454 1.51145 1.82922 0.985063 0.844508 0.791524 0.743956 0.613815 0.611731 0.451588 0.383389 0.366922 0.3215 0.315061 0.311593 0.263258 0.358182 0.246501 0.213218 0.172182 0.151834 0.0971107
threshold=0.10331000000000003 -0.049204999999999992 0.13612500000000002 0.064610000000000015 -0.099704999999999974 0.085410000000000014 -0.15963499999999997 0.10070000000000003 -0.24211499999999997 0.082085000000000019 -0.071299999999999988 -0.11532999999999999 -0.073759999999999978 -0.097124999999999989 0.091625000000000012 0.087325000000000014 0.11367500000000001 -0.13955999999999996 0.082465000000000024 -0.22711499999999998 -0.085669999999999982 0.098180000000000003 -0.26361999999999991 0.024055000000000003 -0.053169999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 7 4 5 11 -6 12 -2 -7 16 -1 17 24 -15 -13 20 -3 19 -10 -8 -22 -4 -16 -12
right_child=1 2 22 -5 6 9 10 -9 18 -11 13 15 -14 14 23 -17 -18 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.001702385126563881 0.00080693668991569864 0.00032777248599935658 0.00014842585619223358 0.0018963296468350807 0.0010257895712222672 0.0011360788251749793 0.0016720732744710863 0.0010683197556539251 0.0013399208952307288 0.00062771336995210846 0.0014061084622397735 0.0011028649234890579 0.00078301198185324759 0.0014669348031449358 0.0011296420566733185 0.0014660109385884342 0.0017000256521750915 0.0006354322179283646 0.0013707908214405787 0.00097317664007185009 0.001491223760337018 0.0013498577957604936 0.00038025630575621238 0.0013440325284167132 0.0016138911615122726
leaf_weight=58 59 70 92 86 57 68 77 52 53 59 52 56 93 79 126 53 83 75 96 67 1129 136 57 54 56
leaf_count=58 59 70 92 86 57 68 77 52 53 59 52 56 93 79 126 53 83 75 96 67 1129 136 57 54 56
internal_value=0 0.000770371 0.000534123 0.00143826 0.00141986 0.00119941 0.0014549 0.000686483 0.00114738 0.000900186 0.00146853 0.00142675 0.000602908 0.00134724 0.00127749 0.00127976 0.00149974 0.00048715 0.00124021 0.00113545 0.00148733 0.00147605 0.000237349 0.00119415 0.00151417
internal_weight=0 714 439 2229 2143 294 1849 290 275 127 1792 167 238 367 259 109 1425 145 216 120 1342 1265 149 180 108
internal_count=2943 714 439 2229 2143 294 1849 290 275 127 1792 167 238 367 259 109 1425 145 216 120 1342 1265 149 180 108
is_linear=0
shrinkage=0.0032998


Tree=5241
num_leaves=17
num_cat=0
split_feature=1 9 3 15 15 4 1 15 11 480 4 11 11 0 48 0
split_gain=0.828408 0.435865 0.480333 0.552486 0.355209 1.13366 0.387162 0.305255 0.296046 0.200396 0.209873 0.220014 0.349795 0.320374 0.188316 0.189691
threshold=0.13686500000000004 0.089645000000000016 -0.027864999999999997 0.021950000000000001 -0.015539999999999998 -0.17568999999999999 0.085410000000000014 -0.42075999999999997 0.094445000000000015 -0.069294999999999982 0.31392000000000003 1.0000000180025095e-35 0.085630000000000026 -0.11327499999999999 0.094180000000000014 -0.13955999999999996
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 -6 -4 -2 9 -1 11 13 -13 -11 15 -8
right_child=7 -3 3 -5 5 -7 14 -9 -10 10 -12 12 -14 -15 -16 -17
leaf_value=-0.00046393452484829936 0.004592660388443799 0.023311338047960043 0.014864062174756658 0.016883770750486807 0.011242395519977195 -0.022564262835235049 -0.00080946963186977585 -0.0097981846119206423 0.021445020567974388 -0.0035790711303169535 -0.0010863549257489073 0.025080448158487423 0.0066058777718281791 0.0091056999338167272 -0.0057526611053519824 0.0091486757728415601
leaf_weight=67 70 52 72 74 52 61 119 103 52 58 58 61 56 1807 82 99
leaf_count=67 70 52 72 74 52 61 119 103 52 58 58 61 56 1807 82 99
internal_value=0 0.00803197 0.00773899 0.00333716 0.00126654 -0.00699132 0.00377981 -0.00396491 0.00887786 0.00856685 0.00886433 0.00915643 0.0162533 0.00871025 0.0011136 0.00370457
internal_weight=0 2770 2718 559 485 113 372 173 2159 2107 2040 1982 117 1865 300 218
internal_count=2943 2770 2718 559 485 113 372 173 2159 2107 2040 1982 117 1865 300 218
is_linear=0
shrinkage=0.16829


Tree=5242
num_leaves=26
num_cat=0
split_feature=12 12 15 150 150 12 14 13 10 16 13 16 14 0 40 402 403 15 16 0 159 43 160 15 13
split_gain=11.5852 2.56147 2.29807 1.94075 1.32953 1.22057 1.19384 0.801146 0.75648 0.747536 0.641674 0.611516 0.546428 0.823725 0.431849 0.392791 0.493759 0.542813 0.354711 0.648787 0.334092 0.308991 0.439763 0.147282 0.118644
threshold=0.056995000000000011 0.14472000000000004 -0.2987999999999999 0.089155000000000012 -0.029954999999999999 0.098595000000000016 -0.42227999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.43491999999999992 -0.004409999999999999 -0.14879499999999998 0.073890000000000011 -0.11742499999999999 -0.061244999999999994 0.11367500000000001 -0.10220499999999998 0.087450000000000014 -0.04040499999999999 -0.033754999999999993 0.11287500000000002 -0.067269999999999983 -1.0000000180025095e-35 -0.040119999999999996 0.0083850000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 4 -4 12 -1 8 -6 -8 -5 -7 13 -2 -10 16 17 -15 -9 -20 -18 23 -23 -13 -24
right_child=1 -3 3 10 7 11 9 18 14 -11 -12 21 -14 15 -16 -17 20 -19 19 -21 -22 22 24 -25 -26
leaf_value=0.00077115870428520273 0.0008327017310665268 0.00050629673914863503 0.00046128760638314666 0.00016094219724543872 0.00049501714281965665 0.00072358124358315641 0.00041845811369178946 0.00093279100803325796 0.0011312363631508916 -9.5952117450338238e-05 0.00064182822159140202 0.0010999098137339457 0.0015437395110690095 0.0008624662136954976 0.00075799218924807454 0.0014567849500740819 0.0012589885161874419 0.0012195881860371362 0.001441514970883472 0.00098294111227119449 0.001030816905273974 0.0007565198162341974 0.0011799660727507771 0.0013305805167736443 0.00099330463164441535
leaf_weight=59 58 61 65 53 57 61 73 80 70 53 71 64 60 83 67 84 1225 108 68 68 76 57 88 63 71
leaf_count=59 58 61 65 53 57 61 73 80 70 53 71 64 60 83 67 84 1225 108 68 68 76 57 88 63 71
internal_value=0 0.00117387 0.000705402 0.000804741 0.000900778 0.00119326 0.000383569 0.000970367 0.000815765 0.0002018 0.000436572 0.00102975 0.00123223 0.00122077 0.000948958 0.00123503 0.00122253 0.00106458 0.00110906 0.00121249 0.00124569 0.0010841 0.00100719 0.00121461 0.00109684
internal_weight=0 2159 784 599 475 2098 185 410 194 126 124 404 1694 1634 137 1576 1492 191 216 136 1301 343 216 127 159
internal_count=2943 2159 784 599 475 2098 185 410 194 126 124 404 1694 1634 137 1576 1492 191 216 136 1301 343 216 127 159
is_linear=0
shrinkage=0.0032998


Tree=5243
num_leaves=25
num_cat=0
split_feature=1 2 3 3 0 4 4 0 4 1 51 13 3 0 11 1 4 158 0 402 1212 13 16 0
split_gain=12.4136 3.54419 2.56315 1.52143 1.07341 0.852584 0.803527 1.00154 0.708936 0.646373 0.620368 0.721233 0.98239 0.610465 0.60023 0.492914 0.343779 0.332021 0.351756 0.289088 0.314187 0.278445 0.150636 0.133239
threshold=0.10331000000000003 0.25063000000000007 -0.046079999999999989 0.086845000000000019 -0.071299999999999988 -0.081139999999999976 -0.42305999999999994 -0.034759999999999992 0.42642000000000008 0.096315000000000026 -0.087719999999999979 -0.27740999999999993 0.085880000000000012 -0.14534499999999997 0.080320000000000016 0.12040000000000002 0.015030000000000002 0.078875000000000015 -0.097604999999999983 0.11367500000000001 0.11367500000000001 -0.043279999999999992 0.062910000000000008 -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 2 2 2
left_child=3 2 8 4 9 -5 -6 21 14 13 -4 -12 15 -1 22 -13 19 18 -18 20 -15 23 -2 -8
right_child=1 -3 10 5 6 -7 7 -9 -10 -11 11 12 -14 16 -16 -17 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0014261107953331353 0.0007596626664990024 -0.00022825234272434058 0.00016103342239745226 0.0010660788228109379 0.001282890402614938 0.00056382810224508051 0.00096185854978387728 0.00053667645452067851 0.00057449574363265497 0.00087490615599133221 0.00031348437038804033 0.00065943692711480041 0.00089539656651326037 0.0011756459763198103 0.001241383105369819 0.00027069233961271458 0.00079076701916850495 0.0012342560087203944 0.0011412230436974994 0.0013761029995015567 0.00093000481272340898 0.0008462328489339052 0.00098256752511161278 0.0011749862380916779
leaf_weight=99 68 52 52 65 69 86 58 69 53 84 101 73 101 1203 75 70 79 58 53 76 61 89 69 80
leaf_count=99 68 52 52 65 69 86 58 69 53 84 101 73 101 1203 75 70 79 58 53 76 61 89 69 80
internal_value=0 0.000600759 0.000665931 0.00110084 0.00112411 0.000780262 0.000961075 0.000885938 0.000917403 0.00115883 0.000497982 0.000548667 0.000645872 0.00117345 0.00100296 0.000469389 0.00115708 0.00102428 0.000931747 0.00117589 0.00116382 0.000991947 0.000872186 0.00108567
internal_weight=0 714 662 2229 2078 151 365 296 265 1713 397 345 244 1629 212 143 1530 190 132 1340 1264 227 137 138
internal_count=2943 714 662 2229 2078 151 365 296 265 1713 397 345 244 1629 212 143 1530 190 132 1340 1264 227 137 138
is_linear=0
shrinkage=0.0032998


Tree=5244
num_leaves=26
num_cat=0
split_feature=3 2 9 150 2 0 2 49 2 2 12 11 402 2 12 0 0 1429 1429 2 0 0 12 12 0
split_gain=9.27366 2.7483 1.26802 1.2561 1.19496 0.765432 0.572795 0.556788 0.513908 0.671048 0.481028 0.499144 0.43938 0.390174 0.411828 0.380702 0.359793 0.332351 0.286372 0.34534 0.186923 0.153443 0.118838 0.117749 0.014933
threshold=-0.053364999999999996 0.14808000000000002 -1.0000000180025095e-35 0.094545000000000018 0.11366500000000002 -0.14680499999999999 0.11666500000000002 -0.011165 0.078775000000000012 0.093320000000000014 0.098595000000000016 1.0000000180025095e-35 0.11367500000000001 0.13447000000000003 0.096510000000000012 -0.079249999999999987 -0.13955999999999996 0.084845000000000018 0.048630000000000007 0.091290000000000024 -0.068189999999999987 -0.083694999999999978 0.088365000000000013 0.10488500000000002 -0.079684999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 5 -1 8 18 24 -10 11 12 17 14 -6 -8 -11 -9 19 22 21 -12 -7 -23 -4
right_child=1 -3 3 -5 13 7 15 10 9 16 20 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 -26
leaf_value=0.0013945888988317516 0.00029738193457097643 9.0505390775036179e-05 0.00068442502441538259 0.00035349094579213654 0.00065383758291476734 0.0010119472785062372 0.00038432193770100931 0.001052724646983576 0.0011311262567577653 0.00065243766344051744 0.00084335674890104607 0.0013397488754333269 0.0012886156735568953 0.00052077355989510552 0.0010109896465333929 0.00076926900996910621 0.00093028728663297118 0.00080618952644137467 0.001079809557607474 0.00057251452261707525 0.0007873643055355846 0.00094221675622931642 0.00078657920286753075 0.0011663552437668769 0.00059504952823087349
leaf_weight=64 87 102 52 86 63 55 57 1195 101 96 61 72 84 52 82 56 111 64 52 52 87 54 52 54 52
leaf_count=64 87 102 52 86 63 55 57 1195 101 96 61 72 84 52 82 56 111 64 52 52 87 54 52 54 52
internal_value=0 0.000596849 0.000670791 0.000723903 0.00101332 0.00103817 0.000784513 0.00102603 0.00084178 0.000909773 0.0010463 0.00107026 0.00105578 0.000767734 0.000856056 0.000575404 0.0008016 0.00104022 0.000865335 0.000794971 0.000913727 0.000978569 0.000902752 0.00105461 0.000640076
internal_weight=0 800 698 611 2143 1946 525 1882 412 308 1671 1415 1343 197 145 113 207 1259 211 159 256 169 107 108 104
internal_count=2943 800 698 611 2143 1946 525 1882 412 308 1671 1415 1343 197 145 113 207 1259 211 159 256 169 107 108 104
is_linear=0
shrinkage=0.0032998


Tree=5245
num_leaves=30
num_cat=0
split_feature=1 3 2 4 124 4 1 49 2 4 42 3 3 4 2 2 51 403 3 157 49 4 51 3 16 4 403 16 16
split_gain=31.8584 5.55361 3.55935 3.30793 2.01391 1.70494 1.55879 0.885032 0.730163 0.680252 0.810102 0.63269 0.58244 0.7933 0.486465 0.447986 0.441053 0.391676 0.391159 0.387045 0.37604 0.639735 0.364738 0.236009 0.198358 0.353473 0.126446 0.0804884 0.0539117
threshold=0.10398500000000001 -0.053364999999999996 0.098655000000000007 0.41939500000000002 -0.048219999999999992 -0.033649999999999992 0.11690500000000002 -0.046739999999999997 0.11366500000000002 -0.083389999999999978 0.088630000000000014 0.086845000000000019 -0.012814999999999998 0.054720000000000012 0.10393500000000001 0.095565000000000011 -0.096089999999999981 0.03138500000000001 -0.078934999999999991 -0.031119999999999998 -1.0000000180025095e-35 0.50541500000000006 0.046060000000000011 0.110335 -1.0000000180025095e-35 0.053925000000000008 -0.087874999999999995 -0.41776999999999992 -0.28430999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 -1 -3 23 -4 19 10 17 12 13 15 18 -11 -10 22 -2 -9 -8 -22 26 -7 25 -21 -6 -23 -15
right_child=1 5 7 -5 9 6 20 8 16 11 -12 -13 -14 28 -16 -17 -18 -19 -20 24 21 27 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00063085486742015114 0.0012866984446197203 0.00057928840102324962 0.00047588713794978189 -2.580882449440463e-06 0.0011910766630632366 0.0004182445957187422 -0.00040650244830758614 0.0012831127029129918 0.00095464244966999786 0.0012278541837395249 0.0017167541609001498 0.00084335404987788431 0.001526022532874532 0.00099266398195955812 0.00070908096193875614 0.00092211904276250838 0.00060288867457585328 0.0010194865804987194 0.00089221810528349141 0.0012303723611043914 0.00014624176398240408 -0.00033701144054787624 0.001582371924309663 0.00012616283393338315 0.00085764448270873644 0.00087419083532780687 0.0013380192312424139 -0.00015668577597043981 0.00083656191954387235
leaf_weight=65 52 65 52 52 115 73 52 56 69 1025 54 57 58 52 62 56 91 54 60 65 75 56 52 52 95 59 166 54 55
leaf_count=65 52 65 52 52 115 73 52 56 69 1025 54 57 58 52 62 56 91 54 60 65 75 56 52 52 95 59 166 54 55
internal_value=0 0.000308703 0.00113481 0.000727015 0.00120228 8.72187e-05 -1.039e-06 0.000884133 0.000932854 0.00122355 0.0013362 0.0011854 0.00120102 0.00118512 0.000945258 0.00121205 0.000754803 0.00128301 0.00107568 0.00103632 -0.000158392 -8.84624e-05 0.00132564 0.00029702 0.000973051 0.00106118 0.00127801 -0.000248808 0.000912754
internal_weight=0 653 2296 226 1809 427 362 487 435 1744 441 1303 1246 1188 174 1081 160 387 112 275 237 185 333 125 219 124 281 110 107
internal_count=2949 653 2296 226 1809 427 362 487 435 1744 441 1303 1246 1188 174 1081 160 387 112 275 237 185 333 125 219 124 281 110 107
is_linear=0
shrinkage=0.0032998


Tree=5246
num_leaves=25
num_cat=0
split_feature=1 3 123 4 4 4 1 3 1 52 484 3 1 15 52 48 3 3 2 133 16 3 15 16
split_gain=21.3277 4.7156 1.72548 1.52437 2.13669 1.5222 1.45404 1.1427 1.1118 0.741862 0.671653 0.716365 0.67013 0.66333 0.572 0.527539 0.586054 0.414128 0.420038 0.380148 0.317712 0.279608 0.25129 0.243143
threshold=0.10398500000000001 -0.053364999999999996 1.0000000180025095e-35 -0.033649999999999992 0.056815000000000011 0.053925000000000008 0.12448500000000001 0.086845000000000019 0.11406500000000001 -0.22711499999999998 -0.084839999999999985 -0.085674999999999987 0.080125000000000016 -0.10566999999999999 -0.081429999999999989 0.092150000000000024 -0.15870999999999996 0.076825000000000018 0.12026500000000001 0.096205000000000013 -0.062749999999999986 -0.084524999999999975 -0.067614999999999995 -0.0069549999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 -3 -5 7 9 10 -6 -2 11 -1 19 20 -9 16 -15 18 -10 22 -12 -11 -7 -13
right_child=1 3 -4 4 8 12 -8 14 17 21 13 23 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.002110798213312393 0.0017690876187779286 0.0011856764205633375 0.0011558563041410093 0.00021351070117756521 0.0012022937432601621 0.0014509817161916206 0.00082385561156862145 0.0015849606665531586 0.00074108698627010417 0.0011549156054818078 0.0020938453662808581 0.0018548963558603776 0.0010502729779152703 0.0019448711380588206 0.0011360186747888744 0.0013037737118893533 0.0016304752164060475 0.00083663764333481369 0.00033703082827943288 0.0012627088568324251 0.0017220556006770926 0.001482163747621101 0.0017252873272686432 0.0015345769308572918
leaf_weight=76 56 65 92 96 56 97 52 59 57 64 52 52 52 69 67 52 1388 97 56 70 52 54 62 56
leaf_count=76 56 65 92 96 56 97 52 59 57 64 52 52 52 69 67 52 1388 97 56 70 52 54 62 56
internal_value=0 0.000923954 0.00159996 0.000719766 0.000636011 0.00161848 0.00130959 0.00165173 0.00078836 0.00145454 0.00167311 0.00186349 0.00139083 0.00165137 0.00134652 0.00163364 0.00164539 0.00067781 0.000541159 0.001468 0.00190829 0.00130497 0.00155817 0.00168913
internal_weight=0 653 2296 427 362 2204 226 1923 266 174 1797 184 281 1613 126 1509 1457 210 113 229 104 118 159 108
internal_count=2949 653 2296 427 362 2204 226 1923 266 174 1797 184 281 1613 126 1509 1457 210 113 229 104 118 159 108
is_linear=0
shrinkage=0.0032998


Tree=5247
num_leaves=29
num_cat=0
split_feature=3 3 43 2 2 42 12 52 3 12 157 123 13 3 12 2 2 49 12 2 2 52 42 1447 483 3 3 3
split_gain=47.3223 16.5529 12.3474 8.71999 7.39349 5.26155 2.61615 2.13585 2.14775 1.7536 1.72097 1.46588 1.39134 1.33838 1.00629 0.919548 1.3144 0.808857 0.799933 0.588836 0.554737 0.454021 0.529755 0.331479 0.319736 0.208073 0.115069 0.0210854
threshold=-0.063264999999999988 0.28833000000000003 -0.035884999999999993 0.10928500000000001 0.11366500000000002 -1.0000000180025095e-35 0.099170000000000022 -0.24841999999999997 -0.11211999999999998 0.078120000000000009 -0.0041249999999999993 0.08901000000000002 -0.026489999999999996 -0.15105999999999997 -0.053404999999999987 0.084535000000000013 0.096685000000000007 -0.016594999999999995 -1.0000000180025095e-35 0.092155000000000015 0.097300000000000011 0.095870000000000011 0.081605000000000025 -0.086059999999999984 0.096520000000000009 -0.078254999999999977 0.11500500000000001 0.088880000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 10 6 -2 9 -6 -9 -1 -4 12 -7 20 -3 -8 -17 -12 -19 23 -11 22 -21 -15 -25 -23 -5 -20
right_child=1 14 3 26 7 11 15 8 -10 13 17 -13 -14 19 -16 16 -18 18 27 21 -22 25 -24 24 -26 -27 -28 -29
leaf_value=0.0014270346763759247 0.0015229690725670653 0.00021388716491240134 0.0022569983309879697 0.00091129873519756098 0.0017868401979725097 0.00095358429375937788 0.0013959502502943004 0.00052905353740940542 0.0014405923553809301 0.0026180791593515508 0.0014046771202775624 8.589679364971373e-05 0.00033859162369889137 0.0022753793981450856 -0.00039239195464171899 0.0021981278653268425 0.0015493941397337094 0.0015094084084130441 0.0020494159863012301 0.0015223839877795985 0.0021441080107097686 0.0021658816428407161 0.0019170861444275519 0.0020492575836602708 0.0017838958685528318 0.0018828962653476709 0.00071117105074121789 0.0019318159156306732
leaf_weight=52 63 53 78 72 56 77 93 55 58 59 75 80 84 70 68 59 82 59 54 62 52 65 97 1103 54 56 60 53
leaf_count=52 63 53 78 72 56 77 93 55 58 59 75 80 84 70 68 59 82 59 54 62 52 65 97 1103 54 56 60 53
internal_value=0 0.00100626 0.00118785 0.00153437 0.00192112 0.000673658 0.00197986 0.00125909 0.000997235 0.00202574 0.00182962 0.000451493 0.000632937 0.00204496 -0.000126541 0.00165228 0.0018211 0.00169115 0.00182036 0.00201906 0.00239636 0.00188098 0.0017634 0.00205054 0.0020369 0.0020352 0.000820599 0.00199149
internal_weight=0 876 755 451 2073 304 1904 169 113 1670 319 241 161 1618 121 234 141 241 166 1507 111 280 159 1227 1157 121 132 107
internal_count=2949 876 755 451 2073 304 1904 169 113 1670 319 241 161 1618 121 234 141 241 166 1507 111 280 159 1227 1157 121 132 107
is_linear=0
shrinkage=0.0032998


Tree=5248
num_leaves=17
num_cat=0
split_feature=39 13 10 147 10 132 133 39 52 1453 13 13 13 160 123 133
split_gain=13.9174 7.45983 1.57731 1.46779 0.872889 0.770762 0.741463 0.662424 0.554193 0.526961 0.503572 0.432853 0.416787 0.387915 0.240182 0.0733993
threshold=0.082115000000000007 -0.27740999999999993 -1.0000000180025095e-35 0.089430000000000023 1.0000000180025095e-35 0.082230000000000011 -0.075034999999999977 0.099350000000000008 -0.56096499999999982 -0.077554999999999985 -0.077034999999999978 -0.081849999999999992 -0.47365999999999991 0.11023000000000001 0.085705000000000017 0.085980000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -2 5 7 8 -7 14 -3 -10 11 -11 -1 -12 -4 -8
right_child=2 3 4 -5 -6 6 15 -9 9 10 13 -13 -14 -15 -16 -17
leaf_value=0.0011975977309157653 0.00071774700086600206 0.002201604686218312 0.0016644239673251466 0.0014083198734615616 0.00084252096109823748 0.0013520093223082562 0.0018561654977427705 0.001116649123281694 0.0021316043291506009 0.0018835942322422211 0.0018233736058479015 0.0020973291500706501 0.00080147117135529551 0.0015515225732045544 0.0013481011614415728 0.0017116934971293939
leaf_weight=55 91 55 52 85 52 60 83 92 78 673 1170 126 63 62 57 95
leaf_count=55 91 55 52 85 52 60 83 92 78 673 1170 126 63 62 57 95
internal_value=0 0.00179772 0.00109125 0.0018362 0.00122546 0.00185133 0.0016717 0.00132435 0.00187107 0.00186243 0.00185208 0.00191734 0.000986405 0.00180972 0.00149933 0.00177926
internal_weight=0 2605 344 2487 253 2402 238 201 2164 2109 2031 799 118 1232 109 178
internal_count=2949 2605 344 2487 253 2402 238 201 2164 2109 2031 799 118 1232 109 178
is_linear=0
shrinkage=0.0032998


Tree=5249
num_leaves=22
num_cat=0
split_feature=1 16 132 1 150 9 13 0 1 52 133 1 16 0 15 47 2 52 52 3 2
split_gain=0.969229 0.442968 0.370528 0.383306 0.370182 0.819604 0.537597 0.348403 0.359843 0.304308 0.273749 0.251076 0.417578 0.216199 0.216084 0.283584 0.184867 0.13551 0.112268 0.0814949 0.100374
threshold=0.11690500000000002 0.058455000000000007 0.082230000000000011 0.087110000000000007 0.08486500000000001 0.037245000000000007 -0.0083299999999999989 -0.14259999999999998 0.093575000000000019 -0.56096499999999982 0.085785000000000014 0.13385500000000003 -0.41776999999999992 -0.088659999999999989 0.089715000000000003 0.080075000000000021 0.096540000000000015 -0.0019149999999999998 -0.10201499999999998 -0.082504999999999981 0.088375000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 4 19 5 7 10 8 17 -9 -6 13 -13 -2 15 -11 -16 -1 -3 20 -4
right_child=1 18 3 -5 6 -7 -8 9 -10 14 -12 12 -14 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=0.020878375584281749 0.0010912385971746522 0.0081028302720865149 0.012909432982082554 -0.0056902635649341352 0.0076143379892965888 0.033877850990266967 -0.0021955321492965335 0.026101430419614609 0.012140693856292645 0.010964558878563287 0.021986464855995574 -0.0032503531350292453 0.014944694777430401 -0.013092641259729611 0.018207331635572976 0.017655356221149322 0.010129711649645207 0.032645243989869739 0.018997198337830267 0.014904497945199031 0.0025005638330664708
leaf_weight=54 71 57 52 52 85 62 93 53 77 1120 68 75 68 53 346 215 106 60 52 76 54
leaf_count=54 71 57 52 52 85 62 93 53 77 1120 68 75 68 53 346 215 106 60 52 76 54
internal_value=0 0.00427538 0.0134301 0.00702977 0.0140696 0.0147964 0.00787851 0.014213 0.0210711 0.0135001 0.0140137 0.000577656 0.00538927 -0.00495674 0.0131254 0.0120434 0.016317 0.0270872 0.0133166 0.0106739 0.00762375
internal_weight=0 376 2573 234 2339 2093 246 2031 191 1840 153 267 143 124 1787 1335 452 114 109 182 106
internal_count=2949 376 2573 234 2339 2093 246 2031 191 1840 153 267 143 124 1787 1335 452 114 109 182 106
is_linear=0
shrinkage=0.16829


Tree=5250
num_leaves=31
num_cat=0
split_feature=1 3 1 150 52 148 1 15 15 3 3 15 16 3 159 3 13 52 15 13 3 1 13 52 133 403 3 3 1212 3
split_gain=15.5254 3.71985 1.49327 1.86971 1.19113 0.958982 0.902012 0.718073 0.809537 1.34352 0.6619 0.658166 1.29468 0.650552 0.53597 0.422563 0.367075 0.407654 0.333585 0.303142 0.289054 0.237077 0.235358 0.206142 0.188005 0.153948 0.127808 0.194984 0.18698 0.0688227
threshold=0.10404000000000001 -0.069049999999999986 0.092845000000000025 1.0000000180025095e-35 -0.22118499999999996 -1.0000000180025095e-35 0.12313000000000002 0.120215 0.039965000000000007 -0.12711499999999995 -0.051469999999999995 -0.075094999999999981 -0.15693499999999996 -0.10859999999999999 0.081780000000000005 -0.012504999999999997 -0.070774999999999991 -0.06717999999999999 0.091285000000000019 -0.073724999999999985 -0.095554999999999987 0.097495000000000012 -0.062109999999999992 -1.0000000180025095e-35 0.31335500000000011 -0.0091899999999999985 -0.086064999999999989 -0.08867499999999999 0.040035000000000008 -0.04682999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 10 -2 -3 15 8 9 -1 21 12 -8 -10 16 -7 23 -18 26 -16 -6 -4 -17 -11 25 -20 27 -15 -28 -21
right_child=1 5 3 -5 20 6 11 -9 13 14 -12 -13 -14 18 19 22 17 -19 24 29 -22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00087196335913707046 0.0014405350290952565 0.00013954463140888434 0.0012084633455352579 0.00053763153716044926 0.00079580937828630026 0.00053211869898137836 0.00056563371790847709 0.00098353200945308617 0.0016605385613108535 0.0013878176572317642 0.0009304728101815345 0.00076885657051995045 -6.4137008099691815e-05 0.0014127646612719651 0.0013162160363836555 0.00072483190711610456 0.0010309461835895232 0.0012697454118852948 0.0014568432012858391 0.0014895690401145519 0.0011019000195439678 0.0014654891713352103 0.0010295238061293949 0.0012338108856942956 0.0010969193324543115 0.0012579970580450339 0.0014218280656046786 0.001616916743686213 0.0012220624573692769 0.0016630543873824789
leaf_weight=85 65 58 100 58 97 53 100 67 99 265 71 53 55 161 98 52 124 220 66 62 53 68 62 157 53 139 226 80 70 53
leaf_count=85 65 58 100 58 97 53 100 67 99 265 71 53 55 161 98 52 124 220 66 62 53 68 62 157 53 139 226 80 70 53
internal_value=0 0.000711541 0.00128934 0.00107021 0.00106651 0.000535205 0.000596307 0.00132146 0.001333 0.00127116 0.0011993 0.000450891 0.000341939 0.00140657 0.00130578 0.000777213 0.00126471 0.00118377 0.0013749 0.00145331 0.000904196 0.00131271 0.000890851 0.0013306 0.00127605 0.00132219 0.00142233 0.00148068 0.00137471 0.00156983
internal_weight=0 648 2322 297 215 433 375 2025 1958 1064 239 208 155 894 979 167 766 344 795 213 150 168 114 422 258 205 537 241 296 115
internal_count=2970 648 2322 297 215 433 375 2025 1958 1064 239 208 155 894 979 167 766 344 795 213 150 168 114 422 258 205 537 241 296 115
is_linear=0
shrinkage=0.0032998


Tree=5251
num_leaves=21
num_cat=0
split_feature=4 2 40 2 0 14 2 34 2 4 2 2 15 0 2 2 15 1212 475 0
split_gain=24.9849 9.24153 5.21047 2.92311 2.89341 2.13543 1.92276 1.43662 1.35203 1.06189 0.742207 0.66238 0.627284 0.601829 0.488286 0.241032 0.288702 0.23946 0.19977 0.146525
threshold=0.27998000000000006 0.13554000000000002 -0.034699999999999988 0.10060500000000001 -0.12851999999999997 0.073890000000000011 0.13554000000000002 -0.0079449999999999989 -0.0098549999999999974 -0.081204999999999986 0.095850000000000005 0.153865 -0.43587999999999999 -0.062109999999999992 0.099965000000000012 0.11366500000000002 -0.024929999999999997 0.091900000000000009 -0.064634999999999984 -0.063204999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 5 -5 8 7 -2 -4 17 -11 -3 -9 14 -1 18 -17 -10 -6 -20
right_child=6 11 3 4 15 -7 -8 12 9 10 -12 -13 -14 -15 -16 16 -18 -19 19 -21
leaf_value=0.0017031378910230702 0.00060515593865515145 0.0011765011892691712 0.0014772072616862863 0.0010699086837167452 0.0020647557472154255 0.0025225570169805345 0.00050702557606320607 0.0014818835231740117 0.0021418539351175654 0.0019666351321365114 0.0016705108342244478 0.00066534181216903348 0.0010551192701392382 0.0010651236833511225 0.0012707595409983178 0.0018392156137691429 0.0015092775746483886 0.0019095258661304601 0.0018959126926295065 0.0016902796433147884
leaf_weight=58 56 60 57 67 53 83 100 62 491 1155 102 52 98 55 58 69 53 57 123 61
leaf_count=58 56 60 57 67 53 83 100 62 491 1155 102 52 98 55 58 69 53 57 123 61
internal_value=0 0.00186777 0.00190865 0.00194881 0.00170069 0.00200314 0.000885998 0.00106129 0.00197996 0.00199582 0.00194263 0.000939492 0.00122071 0.00135169 0.00148725 0.00181831 0.00169617 0.00211775 0.00188104 0.00182793
internal_weight=0 2654 2542 2371 426 1945 316 216 1862 1805 1257 112 160 171 116 359 122 548 237 184
internal_count=2970 2654 2542 2371 426 1945 316 216 1862 1805 1257 112 160 171 116 359 122 548 237 184
is_linear=0
shrinkage=0.0032998


Tree=5252
num_leaves=27
num_cat=0
split_feature=1 3 147 15 133 1 0 3 1 0 9 42 3 3 133 0 402 1213 52 52 402 3 15 15 133 52
split_gain=0.935884 0.492043 0.42336 0.632783 0.419566 0.399147 0.316285 0.421779 0.301307 0.293367 0.256783 0.246784 0.239048 0.234618 0.207938 0.202258 0.153167 0.175392 0.133039 0.354924 0.1221 0.187573 0.11003 0.0864971 0.0580484 0.0687345
threshold=0.092845000000000025 0.13772500000000001 1.0000000180025095e-35 0.015700000000000002 -1.0000000180025095e-35 0.099440000000000014 -0.11214999999999999 -0.12077499999999998 0.084470000000000003 -0.11167499999999998 -1.0000000180025095e-35 0.10045500000000002 -0.073984999999999981 -0.067814999999999986 0.084675000000000014 -0.087984999999999994 0.012085000000000002 -0.10156 0.13759500000000005 0.10523 0.094120000000000009 -0.086064999999999989 -1.0000000180025095e-35 -1.0000000180025095e-35 0.024980000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -5 8 -8 22 -3 -6 14 16 -14 -12 -15 17 -9 19 -19 -18 -22 -1 -20 25 -17
right_child=1 9 -4 5 10 -7 7 12 -10 -11 11 -13 13 15 -16 24 20 18 23 -21 21 -23 -24 -25 -26 -27
leaf_value=0.020486183177710067 -0.0029141641229695338 0.0063134831719338395 -0.0009740263782188433 0.014491099149355873 0.00045588669959986721 0.032792691576158557 0.0028513118312091319 0.0054529562948409252 0.011269288893638539 -0.0083946884962701369 0.015635051889837253 0.0023253496696002632 0.0027490632745773543 0.020859126974761579 0.0046095190531650326 0.012035932386860721 0.024658120661399149 0.014817262296507939 0.013804698650037967 0.028218834146817248 0.024117221861541433 0.011838079576082211 0.029760985045525379 0.0045149154176548911 0.013788986334926005 0.0035853784882503253
leaf_weight=81 78 81 92 98 64 52 96 58 69 73 284 64 87 67 59 52 80 908 63 60 57 95 69 53 71 59
leaf_count=81 78 81 92 98 64 52 96 58 69 73 284 64 87 67 59 52 80 908 63 60 57 95 69 53 71 59
internal_value=0 0.0080452 0.00973974 0.0111524 0.00850019 0.0208476 0.0144644 0.013729 0.0205208 -0.000646906 0.0103943 0.0119527 0.0143387 0.0102986 0.0137438 0.0129292 0.0153253 0.0145181 0.0150015 0.0156498 0.0192911 0.0164546 0.0247646 0.00957572 0.0100001 0.00756038
internal_weight=0 945 791 699 549 150 2025 1806 219 154 471 407 1710 336 343 249 1374 1142 1084 968 232 152 150 116 182 111
internal_count=2970 945 791 699 549 150 2025 1806 219 154 471 407 1710 336 343 249 1374 1142 1084 968 232 152 150 116 182 111
is_linear=0
shrinkage=0.16829


Tree=5253
num_leaves=28
num_cat=0
split_feature=4 2 39 2 150 0 2 43 34 0 4 2 0 2 159 16 16 16 4 0 0 1210 16 16 2 0 16
split_gain=19.4701 7.46914 2.83927 1.86174 2.8516 1.27217 1.02578 0.95126 0.834378 0.727414 0.587049 0.484493 0.41505 0.362173 0.434542 0.348012 0.556383 0.342618 0.287198 0.263615 0.228183 0.179009 0.156348 0.436503 0.140391 0.112482 0.027757
threshold=0.27998000000000006 0.13554000000000002 0.0047850000000000011 0.092320000000000013 0.082085000000000019 -0.06612999999999998 0.14019000000000004 -0.049364999999999992 -0.023104999999999997 -0.068669999999999995 -0.081204999999999986 0.153865 -0.06537999999999998 0.10745500000000001 0.043570000000000005 0.054560000000000004 -0.0088649999999999996 0.16094000000000003 0.50609000000000004 -0.088884999999999978 -0.073664999999999994 -0.02879 0.27450000000000002 -0.034884999999999992 0.085910000000000014 -0.18713499999999997 0.62619000000000014
decision_type=2 2 2 2 2 2 2 2 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 10 8 9 -2 -4 19 -3 13 14 -5 16 -12 -7 25 -1 -15 -21 23 -14 -17 -10 -24
right_child=6 11 7 4 -6 17 -8 -9 18 -11 15 -13 22 20 -16 24 -18 -19 -20 21 -22 -23 26 -25 -26 -27 -28
leaf_value=0.0020614570010494353 0.00049432934597646433 0.00098900131489341211 0.0013397189312310254 0.0015628854743535944 0.00093228148489284536 0.0012283052805065128 0.00042196307201481737 0.0016312645426633434 0.00096822265088168527 0.000852070073076892 0.0017120428654519221 0.00055154882216638403 0.0018734826291593658 0.0012602109286881397 0.0018850195207579181 0.0014595824105355813 0.001917017968249364 0.0015815520754199565 0.0011209700678946682 0.0019875795525987712 0.0015624346871809065 0.0018073953005030955 0.0017694367698223405 0.0014585499615626502 0.0016961741458998468 0.00075083931253875356 0.0018943187771450728
leaf_weight=73 53 60 75 281 73 53 77 57 52 61 677 52 52 62 56 67 188 73 77 79 52 338 59 62 52 57 52
leaf_count=73 53 60 75 281 73 53 77 57 52 61 677 52 52 62 56 67 188 73 77 79 52 338 59 62 52 57 52
internal_value=0 0.00162078 0.00165754 0.0016892 0.00155301 0.00175293 0.000754088 0.00127206 0.000860943 0.00112125 0.00178023 0.000786213 0.00161999 0.00156146 0.00161652 0.00173328 0.00175663 0.00143324 0.000965218 0.00187444 0.00139838 0.00184162 0.00173715 0.00164813 0.00156326 0.000854868 0.00182826
internal_weight=0 2654 2542 2349 749 1600 316 193 239 136 1474 112 676 451 337 984 865 126 186 490 114 417 225 114 119 109 111
internal_count=2970 2654 2542 2349 749 1600 316 193 239 136 1474 112 676 451 337 984 865 126 186 490 114 417 225 114 119 109 111
is_linear=0
shrinkage=0.0032998


Tree=5254
num_leaves=33
num_cat=0
split_feature=4 12 150 10 12 4 4 158 52 4 34 12 12 12 52 475 4 42 42 43 49 12 151 4 42 42 52 42 4 12 52 52
split_gain=16.5189 7.05923 2.64229 2.39669 2.1492 1.25343 0.934281 1.16825 1.03319 0.962893 0.910862 0.582993 0.30225 0.301512 0.301267 0.282672 0.330324 0.304128 0.272792 0.251906 0.212541 0.254651 0.318535 0.199582 0.416804 0.185578 0.150555 0.148908 0.218763 0.137186 0.0883189 0.0691381
threshold=0.31392000000000003 0.056995000000000011 0.089155000000000012 -1.0000000180025095e-35 0.13936000000000001 -0.081204999999999986 -0.16523499999999997 0.019155000000000002 -0.090304999999999983 -0.005814999999999999 -0.023104999999999997 0.090455000000000021 -0.083979999999999985 0.086155000000000023 -0.09590499999999999 -0.065099999999999977 -0.068329999999999988 0.098395000000000024 0.085495000000000015 -0.095674999999999982 -0.0058449999999999986 0.084395000000000012 -0.082079999999999986 -0.0065849999999999997 0.084835000000000008 0.085790000000000019 0.086555000000000007 0.086375000000000021 0.42642000000000008 0.087400000000000019 0.084425000000000014 -0.057374999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 31 8 -8 -10 -2 20 -12 25 -15 -13 17 -17 26 -18 21 -7 -23 29 -25 30 -16 28 -14 -22 -3 -5
right_child=10 4 -4 6 -6 11 7 -9 9 -11 12 15 27 14 18 16 19 -19 -20 -21 23 22 -24 24 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.00066410478294481369 0.00028899290408856022 0.0018168398777598873 0.00058446152833593163 0.0015172758908379854 0.00091343506660107056 0.0016870910550019292 0.0015575431365616231 0.0016920615072278829 0.00075092661053918406 0.0012238507933327401 0.00057678970445167296 0.0016870021531518683 0.00075068266969863717 0.0018527226806636544 0.0015974841660349839 0.0017006535909322128 0.0015876405637721082 0.0014394414317570401 0.0014338377339036649 0.0013710246353905678 0.0015037186847864487 0.0012445253064849971 0.0015768818685556805 0.0018806953367043232 0.0015842803874510482 0.0019404278251911322 0.0017649908363568713 0.00068117836360927751 0.001022038281255808 0.0016527466115382019 0.0016254669015993146 0.001698081840453501
leaf_weight=67 54 67 77 54 53 61 54 53 77 122 71 62 64 75 149 96 71 105 72 412 137 60 70 97 117 85 108 53 69 153 53 52
leaf_count=67 54 67 77 54 53 61 54 53 77 122 71 62 64 75 149 96 71 105 72 412 137 60 70 97 117 85 108 53 69 153 53 52
internal_value=0 0.00148359 0.00115269 0.00124396 0.00157106 0.00158805 0.00133817 0.00124517 0.00115142 0.00104104 0.000679631 0.00153477 0.000761574 0.00171406 0.00166074 0.00147014 0.00145043 0.00156437 0.00161687 0.00140294 0.00160409 0.00150804 0.00142376 0.00164042 0.0017188 0.00181895 0.00166801 0.000831921 0.000891726 0.00158247 0.00173261 0.00160631
internal_weight=0 2659 556 479 2103 2050 412 306 253 199 311 1441 257 609 404 746 684 201 329 483 695 191 130 504 214 205 257 186 133 290 120 106
internal_count=2970 2659 556 479 2103 2050 412 306 253 199 311 1441 257 609 404 746 684 201 329 483 695 191 130 504 214 205 257 186 133 290 120 106
is_linear=0
shrinkage=0.0032998


Tree=5255
num_leaves=30
num_cat=0
split_feature=4 3 2 43 43 3 2 457 4 3 2 0 2 11 16 3 16 4 0 156 484 15 16 15 2 16 16 0 2
split_gain=16.924 6.15917 3.02414 2.24424 1.33862 1.17306 0.902738 0.819648 0.7907 0.666263 0.593142 0.54599 0.65746 0.548912 0.522225 0.486933 0.448832 0.439559 1.18741 0.347958 0.331617 0.299122 0.283959 0.209058 0.184154 0.182627 0.156957 0.137149 0.095304
threshold=0.31392000000000003 -0.06533499999999999 0.14253500000000002 -0.064539999999999986 -0.14239499999999997 0.18595000000000003 0.14870000000000003 0.084670000000000009 0.053330000000000009 0.0066850000000000008 -0.007134999999999999 -0.079324999999999993 0.095465000000000008 0.074925000000000005 -0.45743999999999996 -0.0013299999999999998 -0.053299999999999993 -0.42305999999999994 -0.046614999999999997 0.088675000000000018 0.085845000000000019 -0.43587999999999999 -0.47730499999999992 -0.063834999999999989 0.10100500000000003 0.052690000000000008 -0.077509999999999982 -0.085349999999999995 0.091735000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 7 15 9 11 16 -6 12 13 20 -10 21 -5 -13 24 -11 25 -2 -17 28 26 -1 -19 -22 -16
right_child=6 2 -4 5 10 -7 -8 -9 14 19 -12 17 -14 -15 23 22 -18 18 -20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0013688414089289545 0.00080329650699937478 0.0011533344395640432 0.00034077775156041487 0.0012953100976799174 0.00027715115082026335 0.00070173279143204723 4.5683913831070002e-05 0.00084571681648499316 0.0013945026527394607 0.0013220068891848797 0.00073409598793780409 0.0014683315213946074 0.0010202328677850806 0.0016946592104255004 0.001223632555973961 0.00048396779998020759 0.00093162479829757121 0.0011126225973115884 0.00076013886628886046 0.0016428914141987604 0.0016697717034878949 0.00047948517797501042 0.00016616887009148263 0.00086599887975571878 0.00140906489295922 0.0011790041971648916 0.0012786989467763546 0.0014325090654218363 0.0010273982387141839
leaf_weight=860 62 54 79 81 56 54 61 54 61 112 70 89 54 64 53 72 70 87 56 57 55 64 54 55 89 62 259 59 64
leaf_count=860 62 54 79 81 56 54 61 54 61 112 70 89 54 64 53 72 70 87 56 57 55 64 54 55 89 62 259 59 64
internal_value=0 0.00121798 0.000948809 0.00102775 0.000718098 0.0011579 0.000406511 0.00122367 0.00131197 0.00128734 0.000531289 0.00133633 0.00137815 0.00139569 0.0011305 0.000493714 0.00112695 0.00125307 0.00121397 0.00143044 0.00137718 0.000639101 0.000348048 0.00103667 0.00127232 0.00135611 0.00123704 0.00154729 0.00111659
internal_weight=0 2654 687 608 180 428 313 374 1967 320 126 1734 1154 1100 233 252 151 580 491 169 1036 126 126 172 435 922 346 114 117
internal_count=2967 2654 687 608 180 428 313 374 1967 320 126 1734 1154 1100 233 252 151 580 491 169 1036 126 126 172 435 922 346 114 117
is_linear=0
shrinkage=0.0032998


Tree=5256
num_leaves=27
num_cat=0
split_feature=1 39 0 0 13 13 484 3 484 0 133 13 13 0 13 15 3 49 49 13 1 49 403 15 1 1
split_gain=1.20036 0.448752 0.517628 0.749943 1.08953 0.46011 0.426398 0.379957 0.328287 0.298394 0.269933 0.264979 0.249061 0.2709 0.252465 0.227716 0.240914 0.193192 0.169594 0.149868 0.180281 0.141083 0.133763 0.121797 0.115869 0.057259
threshold=0.092845000000000025 0.082115000000000007 -0.13843999999999998 -0.10594499999999998 -0.090854999999999977 -0.0019149999999999998 0.079595000000000013 0.086845000000000019 0.0045600000000000007 -0.15270499999999995 -0.0063799999999999994 -0.07904499999999999 -0.070774999999999991 0.040570000000000002 -0.051009999999999993 1.0000000180025095e-35 -0.086564999999999989 -0.013049999999999997 -0.015164999999999998 -0.035924999999999992 0.10331000000000003 0.095920000000000019 -0.011404999999999998 -0.067614999999999995 0.10609 0.122715
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 -4 -5 -2 7 8 9 -1 -6 25 21 14 -14 16 -8 -7 -13 24 -21 22 -11 -18 -12 -3
right_child=1 11 3 4 10 17 15 -9 -10 12 19 18 13 -15 -16 -17 23 -19 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=0.028030998050841589 -0.0093694448893400072 0.0051848893135379298 0.031984760078604978 -0.0075614695628986577 0.0038913941010620848 0.01639475638530892 0.011908044966809859 0.0027548648562266765 0.0030573439637195019 0.021909964120955663 0.015867024295533657 -0.007944847951444069 0.0068062253193242181 0.0018921765723612356 0.015255049343237913 0.031893175759865534 0.017657131932676599 0.0020449916876465451 0.0028942343460547611 0.026839815005435343 0.015766513582224039 0.025883050761202824 0.015630586949703831 0.028070419196990066 0.0060750739871552033 0.013162383551924636
leaf_weight=53 60 52 54 75 58 52 78 74 62 121 97 70 118 56 695 52 56 55 98 64 124 54 505 78 54 52
leaf_count=53 60 52 54 75 58 52 78 74 62 121 97 70 118 56 695 52 56 55 98 64 124 54 505 78 54 52
internal_value=0 0.00831366 0.0105881 0.0131804 0.0110253 0.00241219 0.0155443 0.014584 0.015109 0.0155743 0.0145412 0.00251232 0.0151469 0.0132508 0.014031 0.0218597 0.0193902 0.0090355 -0.00161136 0.0163579 0.0195457 0.0175674 0.0168472 0.023732 0.0123772 0.00919091
internal_weight=0 965 693 526 472 167 2002 1738 1664 1602 397 272 1549 869 813 264 212 107 168 339 188 680 626 134 151 104
internal_count=2967 965 693 526 472 167 2002 1738 1664 1602 397 272 1549 869 813 264 212 107 168 339 188 680 626 134 151 104
is_linear=0
shrinkage=0.16829


Tree=5257
num_leaves=39
num_cat=0
split_feature=4 3 2 2 49 2 2 4 51 2 3 2 39 3 3 2 3 2 4 133 3 50 3 3 4 4 2 4 4 3 133 3 133 133 133 4 403 4
split_gain=36.1175 14.8992 4.95647 4.37694 1.87184 1.84139 1.73168 1.30705 1.07227 1.03392 1.03138 0.864034 0.549621 0.468737 0.548139 0.436565 0.298101 0.269539 0.260652 0.350635 0.212371 0.199663 0.188393 0.178383 0.171631 0.170317 0.135305 0.308355 0.278175 0.194539 0.167953 0.155434 0.100083 0.0817926 0.163068 0.0769764 0.0285753 0.0119744
threshold=0.31392000000000003 -0.06533499999999999 0.10773000000000001 -0.007134999999999999 -1.0000000180025095e-35 0.097005000000000022 0.14870000000000003 -0.064209999999999989 0.083615000000000009 0.072175000000000017 0.092005000000000017 0.098970000000000016 0.08955500000000001 -0.096099999999999977 -0.16270999999999997 0.085155000000000022 0.11878500000000002 0.079770000000000021 -0.081454999999999986 -0.0011549999999999998 0.094635000000000011 0.08461500000000001 -0.082824999999999982 -0.074084999999999998 -0.068809999999999996 0.0060300000000000015 0.091235000000000024 -0.080874999999999989 -0.076329999999999995 -0.089594999999999994 0.087815000000000018 -0.081404999999999991 0.0049900000000000005 0.056015000000000002 0.092550000000000007 0.50609000000000004 -0.020569999999999995 -0.032764999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 9 12 20 -6 21 11 17 16 14 -7 18 35 -9 19 36 -5 24 -23 33 -1 37 27 29 -28 -17 -29 -30 -24 -15 -35 -2 -11 -26
right_child=6 2 4 7 8 13 -8 10 -10 15 -12 -13 -14 23 -16 26 -18 -19 -20 -21 -22 22 32 -25 25 -27 28 30 31 -31 -32 -33 -34 34 -36 -37 -38 -39
leaf_value=0.0070378713818971123 0.0062671384963964788 0.0063289847041253641 0.006024342794083302 0.0073196632084734405 0.0068615163319276891 0.007179493432135608 0.0055403472400253817 0.0070987937477467455 0.0062819683722529097 0.0076203132495628288 0.0066342513806269326 0.0068081887935251785 0.0058903494437460222 0.0071844761730786629 0.0067220210874366247 0.0074652895206667588 0.0060488433427354337 0.0074148873915745516 0.0074244605206906797 0.0078666398626390886 0.0076471036295600644 0.0075052247244590609 0.0073731368981720365 0.0070951116743819403 0.0072864133049202629 0.0071310206805124329 0.0075650727194138444 0.0075774405347433854 0.0071389752971527986 0.0072323487363601209 0.0074084334529979359 0.0073758231825347019 0.0071532674217407938 0.0075335935532142581 0.0072490593660746771 0.0064678872963870662 0.0074621679864671974 0.0074299760921110285
leaf_weight=54 76 83 84 52 96 76 61 56 58 93 55 59 63 53 52 103 58 90 83 70 54 90 86 69 64 73 62 281 64 92 117 102 54 53 61 55 53 62
leaf_count=54 76 83 84 52 96 76 61 56 58 93 55 59 63 53 52 103 58 90 83 70 54 90 86 69 64 73 62 281 64 92 117 102 54 53 61 55 53 62
internal_value=0 0.00723086 0.00681184 0.00701675 0.00642511 0.00737719 0.00604493 0.00717263 0.00664347 0.0074259 0.0070444 0.00715427 0.00616693 0.00716257 0.00699392 0.00748218 0.00625894 0.00729389 0.00759594 0.00766166 0.00748681 0.00729533 0.00737351 0.00725389 0.00722413 0.00727449 0.00744071 0.00747126 0.00736111 0.00735557 0.00752785 0.00728472 0.00728858 0.00731929 0.00738165 0.00635169 0.00756315 0.00735734
internal_weight=0 2654 687 449 238 1967 313 366 154 1603 260 205 252 364 128 1120 189 146 299 216 106 483 230 236 253 199 821 593 228 195 398 166 140 167 114 131 146 126
internal_count=2967 2654 687 449 238 1967 313 366 154 1603 260 205 252 364 128 1120 189 146 299 216 106 483 230 236 253 199 821 593 228 195 398 166 140 167 114 131 146 126
is_linear=0
shrinkage=0.0032998


Tree=5258
num_leaves=30
num_cat=0
split_feature=1 157 1 51 16 124 2 1 4 52 15 4 16 16 50 15 0 51 51 0 0 16 1 403 2 1212 4 2 0
split_gain=1.00209 0.451156 0.354885 0.671455 0.599407 0.397187 0.39366 0.308264 0.306296 0.254862 0.211467 0.168804 0.166323 0.370036 0.342405 0.301747 0.416951 0.374886 0.247905 0.246362 0.462738 0.278765 0.208042 0.175719 0.15697 0.151792 0.14362 0.105144 0.100255
threshold=0.092845000000000025 -0.07692499999999998 0.14195000000000002 0.11578500000000001 -0.14879499999999998 -0.076164999999999983 0.10393500000000001 0.107725 0.31392000000000003 -0.072144999999999987 0.13248000000000001 -0.008454999999999999 0.19384500000000002 -0.03614499999999999 0.09524500000000001 -0.12431499999999999 -0.096849999999999978 0.080840000000000009 -0.016584999999999996 -0.085674999999999987 -0.087649999999999992 -0.00017499999999999997 0.084470000000000003 -0.53317999999999988 0.087100000000000025 0.089955000000000021 -0.072004999999999986 0.11543500000000002 -0.11167499999999998
decision_type=2 2 2 2 2 2 2 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 -4 11 9 -8 -9 -7 12 -3 13 15 19 -1 17 28 27 20 21 -15 24 -18 -21 -25 -11 -14 -17
right_child=1 2 4 -5 -6 6 7 8 -10 26 -12 -13 18 14 -16 16 23 -19 -20 22 -22 -23 -24 25 -26 -27 -28 -29 -30
leaf_value=0.027741194303118704 0.0011123924929777426 0.012730434420473769 0.016812371980789269 0.031474544825368996 -0.0086078830792682831 0.026709631538142767 0.001291566592189395 0.022914461006720573 0.0076279238216756112 0.008886721339303974 0.0081665566701752401 0.00071033835408568691 0.015576755110243043 0.017497612301484382 0.035114886194493315 0.019050724864961406 0.0092115570653205046 -0.001511779483270753 0.0075062308714533149 0.029057765223078819 0.039857432414345036 0.031597622307105555 0.010427846942351712 0.020339669499145105 0.018636771594066955 0.01392744862129658 0.018441721310764176 0.024964816732162484 0.0096061098818275761
leaf_weight=81 94 53 53 62 52 88 79 66 86 60 52 89 96 130 60 72 53 57 84 53 52 58 70 650 194 127 183 54 59
leaf_count=81 94 53 53 62 52 88 79 66 86 60 52 89 96 130 60 72 53 57 84 53 52 58 70 650 194 127 183 54 59
internal_value=0 0.0122098 0.0134053 0.014664 0.00420618 0.0131809 0.0151919 0.00984408 0.0142773 0.0189187 0.0188187 0.00520936 0.0191018 0.019679 0.0229873 0.0178201 0.0170289 0.00985235 0.0148615 0.0216777 0.0257647 0.0218572 0.0185777 0.0186523 0.0208801 0.0192939 0.0160899 0.0189684 0.0148108
internal_weight=0 965 871 766 105 704 562 231 152 331 2002 142 1950 1716 617 1099 1018 188 234 557 240 188 317 830 247 777 243 150 131
internal_count=2967 965 871 766 105 704 562 231 152 331 2002 142 1950 1716 617 1099 1018 188 234 557 240 188 317 830 247 777 243 150 131
is_linear=0
shrinkage=0.16829


Tree=5259
num_leaves=20
num_cat=0
split_feature=10 0 123 39 0 52 16 48 3 0 1375 10 16 160 1213 47 0 52 16
split_gain=0.632014 1.12934 0.350366 0.32775 0.317317 0.358467 0.523873 0.439059 0.402485 0.554623 0.227448 0.238556 0.213879 0.209446 0.207613 0.202474 0.169741 0.159746 0.108221
threshold=-1.0000000180025095e-35 -0.082054999999999975 0.083430000000000018 0.10096000000000001 -0.11742499999999999 0.0049050000000000005 -0.25397999999999993 -0.065059999999999993 0.095880000000000007 -0.17127999999999996 -0.088184999999999986 0.043560000000000008 -0.091354999999999978 -0.072489999999999985 -0.40446999999999994 0.085165000000000018 -0.085604999999999987 0.091160000000000005 -0.26194999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -2 9 -9 -6 12 16 15 -15 -14 17 -12 -18
right_child=3 2 -4 -5 10 6 -8 8 -10 -11 11 -13 13 14 -16 -17 18 -19 -20
leaf_value=0.021006980562660524 0.027500784200284827 -0.016631316157062693 0.0026127956618992362 0.0048436952443763849 0.026662748104139673 0.013031818773330314 -0.0099516018780802466 0.027448021088862587 0.0012460234108134761 0.0075757513564215602 0.019805631323897562 0.0057165552883726017 0.019715573100357577 0.023032530953163613 0.013382957792343648 0.0086755398673240072 0.019739779689688566 0.011150732273572946 0.030273986781257874
leaf_weight=68 53 52 55 97 52 61 52 66 86 101 187 71 353 67 1286 55 60 91 54
leaf_count=68 53 52 55 97 52 61 52 66 86 101 187 71 353 67 1286 55 60 91 54
internal_value=0 0.004042 -0.00672269 0.0144822 0.0148284 0.0105591 0.00243948 0.0135517 0.0106224 0.0154402 0.0156136 0.0153544 0.0156714 0.0148755 0.0138621 0.0182317 0.0192422 0.016979 0.0247454
internal_weight=0 175 107 2792 2695 419 113 306 253 167 2276 2224 2153 1761 1353 408 392 278 114
internal_count=2967 175 107 2792 2695 419 113 306 253 167 2276 2224 2153 1761 1353 408 392 278 114
is_linear=0
shrinkage=0.16829


Tree=5260
num_leaves=21
num_cat=0
split_feature=1 1 12 4 14 2 148 13 1 2 147 4 4 484 3 15 123 13 3 12
split_gain=40.795 6.41218 6.0981 5.84506 3.22721 2.52277 1.48477 1.58389 1.35916 1.3394 0.916025 0.804603 0.797511 0.869392 1.02041 0.771969 0.624555 0.621299 0.568755 0.235395
threshold=0.11907500000000001 0.09518500000000002 0.085845000000000019 0.27998000000000006 0.064610000000000015 0.13388500000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13205500000000003 0.11366500000000002 0.08486500000000001 0.061835000000000008 -0.47860499999999995 0.0045600000000000007 0.081495000000000012 -0.0058149999999999999 0.083795000000000022 -0.10667999999999998 -0.082204999999999986 0.096510000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 5 9 -2 -3 16 -5 10 12 18 -1 14 -14 -15 -8 -10 -4 -11
right_child=3 2 11 8 -6 -7 7 -9 17 19 -12 -13 13 15 -16 -17 -18 -19 -20 -21
leaf_value=0.0024743203882326989 0.0017057140066913075 0.0008833106787378308 0.002418680220658088 0.00091519474759892648 0.0027815104176094887 0.00087764847993412908 0.00099950093165738401 0.0018396936783268531 3.1963465744581091e-05 0.0016228203235133139 0.0017207981077596432 0.0017697422056978261 0.0021727901499346805 0.0020739245558803431 0.0016987887729364251 0.0016915762989624477 0.0014692931356597649 0.00048134792883290227 0.0020396989365477894 0.0018998038887316122
leaf_weight=75 88 55 78 57 79 74 57 86 54 54 60 64 1393 178 52 87 69 89 102 100
leaf_count=75 88 55 78 57 79 74 57 86 54 54 60 64 1393 178 52 87 69 89 102 100
internal_value=0 0.00204449 0.00171297 0.000861663 0.00212599 0.00132768 0.00136799 0.00149357 0.000484013 0.00210007 0.00212486 0.00209033 0.00213842 0.00212366 0.00215576 0.00194853 0.00125705 0.000311897 0.00220412 0.00180291
internal_weight=0 2589 511 362 2078 162 267 212 200 1999 1845 244 1785 1710 1445 265 126 143 180 154
internal_count=2951 2589 511 362 2078 162 267 212 200 1999 1845 244 1785 1710 1445 265 126 143 180 154
is_linear=0
shrinkage=0.0032998


Tree=5261
num_leaves=17
num_cat=0
split_feature=12 447 14 12 43 43 14 16 1456 43 43 51 1208 159 49 12
split_gain=0.420365 0.400149 0.385024 0.286292 0.540353 0.390591 0.224379 0.274664 0.21849 0.203443 0.570111 0.187137 0.14566 0.160282 0.129656 0.0973122
threshold=0.11160500000000002 0.088810000000000014 0.073890000000000011 1.0000000180025095e-35 -0.10761 -0.085154999999999995 -0.13131999999999996 0.14976500000000001 -0.063379999999999978 0.021175000000000003 -0.073404999999999984 0.11178000000000002 0.10128000000000001 0.087575000000000014 0.083250000000000005 0.090335000000000013
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 -8 14 10 -2 12 13 -10 15 -5
right_child=9 -3 -4 8 5 6 7 -9 11 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.02435473246531172 0.011590489454332413 0.0011689165780180777 0.024457988539691181 0.0011125477761125104 -0.0044859377756204374 0.01757202967574353 0.0066851967998155159 0.017023917997683883 0.01432159680967294 0.012381932765746883 -0.010913645551673335 0.0064383527175295458 0.023702942379678991 0.02061935740249107 0.01461352724615972 0.010817162534785959
leaf_weight=69 68 78 87 68 58 93 408 89 1430 69 60 74 55 126 67 52
leaf_count=69 68 78 87 68 58 93 408 89 1430 69 60 74 55 126 67 52
internal_value=0 0.013076 0.0134224 0.0130508 0.0101824 0.00867052 0.00996692 0.00854021 0.0141485 0.00501364 0.00102764 0.0147557 0.0151367 0.0148327 0.00866762 0.00533285
internal_weight=0 2754 2676 2589 717 648 590 497 1872 197 128 1685 1611 1556 187 120
internal_count=2951 2754 2676 2589 717 648 590 497 1872 197 128 1685 1611 1556 187 120
is_linear=0
shrinkage=0.16829


Tree=5262
num_leaves=17
num_cat=0
split_feature=4 12 11 0 12 4 3 3 4 3 2 160 4 15 150 2
split_gain=0.681532 0.725451 0.316966 0.543152 0.480298 0.324996 0.257094 0.241793 0.241377 0.268259 0.247822 0.346987 0.19854 0.38723 0.161161 0.0349059
threshold=0.31392000000000003 0.093455000000000024 1.0000000180025095e-35 -0.029849999999999998 0.087135000000000004 -0.42305999999999994 -0.020759999999999997 0.28833000000000003 -0.096364999999999992 0.092005000000000017 0.085075000000000026 -0.12602499999999997 0.51292000000000015 -0.26547499999999996 -0.047069999999999994 0.10121500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 7 -4 -5 -2 8 -1 10 11 -10 13 -8 -12 -7
right_child=1 -3 4 5 -6 15 12 -9 9 -11 14 -13 -14 -15 -16 -17
leaf_value=0.021499882333714155 0.016919970171293267 -0.013733859334168274 0.030367734053187521 0.0095759367996350077 0.011262265669282545 -0.00092403729513002757 0.018818756827212551 0.0011136117534405392 0.0049823851135281779 0.0026473722300529162 0.019472179454326128 0.015547476740401661 -0.0017336010751981081 -0.00061144080317965342 0.0100309877307033 -0.007105506905059557
leaf_weight=72 57 59 61 95 97 53 56 61 101 92 54 715 91 60 1175 52
leaf_count=72 57 59 61 95 97 53 56 61 101 92 54 715 91 60 1175 52
internal_value=0 0.00312679 0.0113264 0.0108572 0.0186498 0.0024383 0.0069017 0.0115982 0.0118869 0.0115622 0.0119623 0.014242 0.00413436 0.00875317 0.0104473 -0.00400245
internal_weight=0 323 2628 2470 158 200 264 2270 2209 2137 2045 816 207 116 1229 105
internal_count=2951 323 2628 2470 158 200 264 2270 2209 2137 2045 816 207 116 1229 105
is_linear=0
shrinkage=0.16829


Tree=5263
num_leaves=30
num_cat=0
split_feature=1 1 12 2 2 15 49 147 3 52 2 2 2 52 3 3 3 3 133 52 52 52 1 3 15 133 13 2 12
split_gain=44.8545 8.80921 5.07464 2.9138 1.76473 2.10869 1.42775 1.34887 1.45758 1.32297 1.12323 0.667271 0.597351 0.707834 0.658209 0.561388 0.538642 0.56547 0.5035 0.551905 0.925029 0.439945 0.381251 0.327591 0.31617 0.250557 0.135946 0.120195 0.109653
threshold=0.10404000000000001 0.13074500000000003 0.089085000000000011 0.098655000000000007 0.17553000000000005 -0.18498499999999998 -0.013914999999999999 0.085900000000000018 -0.14326499999999995 -0.22118499999999996 0.13084500000000002 0.11203000000000002 0.092320000000000013 -0.06717999999999999 -0.075914999999999996 -0.13117499999999996 -0.012814999999999998 -0.072069999999999981 -1.0000000180025095e-35 0.11667000000000001 -0.092084999999999986 -1.0000000180025095e-35 0.11561500000000001 -0.0070649999999999992 -0.089849999999999985 0.031880000000000012 -0.077799999999999994 0.095465000000000008 0.094600000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 7 5 26 -5 8 -1 -4 15 23 13 14 24 -8 17 -15 -17 20 -20 -13 -11 -2 -10 27 -3 -14 -27
right_child=1 4 9 6 -6 -7 10 -9 12 22 -12 21 25 16 -16 18 -18 -19 19 -21 -22 -23 -24 -25 -26 28 -28 -29 -30
leaf_value=0.0023811801861001857 0.00094138536519382287 0.0001607643875557255 0.0020919713121826992 0.0011933123873021484 -9.1525960779203607e-05 0.00098410869206949159 0.0021200461861563998 0.0014978290246315065 0.0021457763279534399 0.001656674467701639 0.0012822101717597507 0.00099540217416484926 0.0015717868351849708 0.0020122457928683085 0.001591331832868591 0.0019672212624663571 0.00229157592761043 0.0016838057003315111 0.0018258363351214644 0.0019467610362190464 0.001304026967698207 0.00062150403565939291 0.0012540922355023204 0.0012976010917997902 0.0018500222647538243 0.0018055987575069563 0.00039195878741967469 0.0017927007673544956 0.002007661997135909
leaf_weight=90 59 52 55 63 55 81 52 69 57 53 53 59 58 1000 90 80 72 62 71 53 79 84 52 56 145 71 61 59 60
leaf_count=90 59 52 55 63 55 81 52 69 57 53 53 59 58 1000 90 80 72 62 71 53 79 84 52 56 145 71 61 59 60
internal_value=0 0.000921211 0.00121394 0.001894 0.000429652 0.00057759 0.00165587 0.00195257 0.00197033 0.00167591 0.00173089 0.000927318 0.00194822 0.00197447 0.00182826 0.00180177 0.00201209 0.0019931 0.00174316 0.00165469 0.00155125 0.000776016 0.00145764 0.00111515 0.00193365 0.00179716 0.00028588 0.00168349 0.00189842
internal_weight=0 667 418 2284 249 194 451 1833 1764 160 388 258 1674 1426 292 335 1134 1062 283 203 150 143 105 115 202 248 113 117 131
internal_count=2951 667 418 2284 249 194 451 1833 1764 160 388 258 1674 1426 292 335 1134 1062 283 203 150 143 105 115 202 248 113 117 131
is_linear=0
shrinkage=0.0032998


Tree=5264
num_leaves=23
num_cat=0
split_feature=4 3 10 3 16 4 160 4 0 0 4 157 3 12 16 0 481 0 16 160 4 12
split_gain=24.1035 7.49471 2.4319 1.6092 1.13108 0.967282 0.957812 0.809232 0.957812 0.563055 1.89029 0.556943 0.483417 0.400706 0.344402 0.55633 0.313079 0.279235 0.277111 0.276991 0.153762 0.0881923
threshold=0.31392000000000003 -0.06533499999999999 -1.0000000180025095e-35 0.28833000000000003 -0.53870999999999991 0.054720000000000012 -0.074049999999999991 -0.37626499999999991 -0.061674999999999994 -0.050249999999999996 -0.42305999999999994 -0.055684999999999991 -0.12711499999999995 0.083725000000000008 0.0048000000000000013 -0.08237499999999999 -0.084514999999999993 -0.10147999999999999 -0.4136149999999999 0.085865000000000011 0.50666500000000003 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 7 -2 9 -6 -4 11 12 -11 -9 -1 -14 16 -16 -15 -8 -7 -13 -19 -20
right_child=4 2 3 -5 6 18 17 8 -10 10 -12 19 13 14 15 -17 -18 20 21 -21 -22 -23
leaf_value=0.0015327376798891558 0.00053294557429740298 0.00030795493225646288 0.0012731844509865362 0.00037924472632205745 0.00039147017415163017 0.0011950977087063891 0.00013732116019855178 0.00067302778530320265 0.00061018227588544819 0.0014210080122313564 0.00070592428662949696 0.0011101318014610996 0.0014928246349995844 0.0010469778104465384 0.00088055310871168913 0.0012381682081451398 0.0012969910152720455 -1.3231112263405617e-05 0.001024110460232855 0.00089015420519771623 -0.00025311381215332507 0.00085238694144975985
leaf_weight=84 77 83 81 56 73 76 54 52 91 85 77 214 87 59 64 192 1096 52 75 91 67 65
leaf_count=84 77 83 81 56 73 76 54 52 91 85 77 214 87 59 64 192 1096 52 75 91 67 65
internal_value=0 0.00113919 0.000837176 0.000912202 0.000183848 0.0012421 7.44341e-05 0.000968554 0.000913397 0.00126799 0.00108134 0.000990589 0.00128708 0.00127328 0.00125972 0.0011489 0.00128425 -5.91405e-05 0.00103292 0.00104461 -0.000148587 0.000944633
internal_weight=0 2628 668 585 323 1960 246 529 448 1744 162 357 1582 1498 1411 256 1155 173 216 305 119 140
internal_count=2951 2628 668 585 323 1960 246 529 448 1744 162 357 1582 1498 1411 256 1155 173 216 305 119 140
is_linear=0
shrinkage=0.0032998


Tree=5265
num_leaves=26
num_cat=0
split_feature=3 2 156 157 4 148 160 52 4 4 48 13 4 52 2 1429 484 2 1213 13 160 160 43 43 3
split_gain=0.730779 0.717884 0.523047 0.42984 0.406987 0.332336 0.275725 0.379189 0.363321 0.29222 0.2786 0.226552 0.297458 0.290409 0.308747 0.29788 0.257327 0.381466 0.224861 0.179987 0.171942 0.156429 0.125386 0.0713761 0.063289
threshold=-0.044539999999999989 0.16423500000000002 0.094245000000000009 -0.078914999999999985 -0.4950449999999999 -0.083019999999999983 -0.012019999999999998 0.076585000000000014 0.27020000000000005 0.42405000000000009 0.084705000000000016 -0.083709999999999993 -0.082274999999999987 -0.088779999999999984 0.089505000000000015 0.084545000000000009 1.0000000180025095e-35 0.087635000000000005 -0.097649999999999987 0.0014600000000000001 -0.089744999999999978 -0.12602499999999997 0.066010000000000013 -0.080064999999999983 0.094635000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 -6 24 8 10 -10 -8 12 -7 14 23 18 20 -18 -15 -16 -14 -20 -22 -13 -5
right_child=1 -3 -4 6 5 11 7 -9 9 -11 -12 13 16 15 19 -17 17 -19 21 -21 22 -23 -24 -25 -26
leaf_value=0.025473236516464784 -0.0084124520564763938 -0.012637446258876823 0.020759480497240784 0.010944769580953464 0.025341687721978541 0.02316635285004523 0.016238835860440396 -0.0069007714691964794 -0.0069703239903503387 0.0079413219675691059 0.0056703177837552276 -0.0048158833003054289 0.022518336449456226 0.019974600891563672 0.015376736792954846 0.023127134941314867 0.014120744447385782 -0.004948087147926437 0.0054519558224491848 0.0037864141430226329 0.011885963585146493 0.011256238251750681 0.02016758737345227 0.0035703393114583978 0.01879221395526107
leaf_weight=66 52 52 79 62 52 92 143 59 72 77 141 64 68 74 89 61 69 52 158 67 314 825 63 52 58
leaf_count=66 52 52 79 62 52 92 143 59 72 77 141 64 68 74 89 61 69 52 158 67 314 825 63 52 58
internal_value=0 0.00646524 0.00780459 0.00626056 0.0124365 0.0120259 0.00751023 0.00574012 0.00746671 0.000723637 0.0109981 0.0116869 0.0142671 0.0104643 0.00552006 0.0116655 0.0128174 0.00591103 0.0110024 0.0104104 0.0146912 0.0103251 0.0132747 -0.00104105 0.0147527
internal_weight=0 795 743 664 2166 2100 612 492 433 149 284 2048 658 1390 272 1118 566 121 1057 156 445 983 377 116 120
internal_count=2961 795 743 664 2166 2100 612 492 433 149 284 2048 658 1390 272 1118 566 121 1057 156 445 983 377 116 120
is_linear=0
shrinkage=0.16829


Tree=5266
num_leaves=21
num_cat=0
split_feature=9 2 48 160 484 51 1453 34 16 51 16 16 43 2 42 2 50 48 16 2
split_gain=0.488106 0.389276 0.401452 0.240437 0.258822 0.257287 0.33038 0.217818 0.212487 0.266893 0.219132 0.159736 0.128589 0.185873 0.124944 0.180792 0.120257 0.0730642 0.0713915 0.0487744
threshold=-1.0000000180025095e-35 0.10859000000000001 0.10911000000000001 -0.54784999999999984 -0.077959999999999988 0.116525 -0.0067199999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.031924999999999995 -0.52541999999999989 -0.069169999999999995 -0.025879999999999997 0.087765000000000024 0.090775000000000008 0.11523000000000001 -1.0000000180025095e-35 0.081890000000000004 -0.25397999999999993 0.12068000000000001
decision_type=2 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 6 -6 -8 10 16 -3 -5 13 -13 15 -12 -10 -17 -16 -18
right_child=1 8 -4 4 5 -7 7 -9 9 -11 14 12 -14 -15 18 17 19 -19 -20 -21
leaf_value=-0.0025311241508964156 0.020622431073726587 -0.00021565499128613203 0.024800919442478263 0.022395230203656281 0.022562265635238984 -0.0012246433070610642 0.019698893748808326 0.0087127654005113853 -0.0010647403734310174 -0.0068288988885525604 0.015317344917225894 0.0034542494899126269 0.018338125350610468 0.015425593819988171 0.010351845315276349 0.00052445577378633097 0.011833761572308881 0.0088076281249446324 0.019163576224917545 0.0051200413923598535
leaf_weight=100 60 69 54 59 53 66 53 1682 57 71 59 72 72 76 52 73 58 52 55 68
leaf_count=100 60 69 54 59 53 66 53 1682 57 71 59 72 72 76 52 73 58 52 55 68
internal_value=0 0.00941606 0.0104432 0.0100888 0.00979165 0.00906995 0.00945095 0.0090494 0.00565438 0.00191804 0.00828558 0.014581 0.0124772 0.00961384 0.0103075 0.00762825 0.00532148 0.00398463 0.014898 0.00822474
internal_weight=0 2861 2247 2193 2133 1854 1788 1735 614 254 360 279 220 148 291 184 183 125 107 126
internal_count=2961 2861 2247 2193 2133 1854 1788 1735 614 254 360 279 220 148 291 184 183 125 107 126
is_linear=0
shrinkage=0.16829


Tree=5267
num_leaves=12
num_cat=0
split_feature=2 160 15 52 15 15 124 48 0 0 1
split_gain=0.372344 0.259101 0.24427 0.318493 0.309023 0.2736 0.363072 0.26778 0.28163 0.248906 0.165074
threshold=0.16002500000000003 -0.54564999999999986 -0.40166999999999992 0.056265000000000009 -0.46645999999999993 -0.14465499999999995 -0.085379999999999984 -0.088594999999999993 -0.22163999999999998 0.12469500000000001 0.080125000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 10 -7 -8 -9 -10 -4
right_child=-2 2 5 -5 -6 6 7 8 9 -11 -12
leaf_value=0.017873783781910894 -0.0036708627273993747 0.0047537359486956596 0.0085156941790197876 0.012300183503276526 -0.0116227076525964 -0.0030846638452112067 0.019029247567475861 -0.0024361531388964039 0.0076137424374447225 0.017081012340707816 0.018901552284719642
leaf_weight=71 82 70 78 56 61 88 60 76 2137 82 100
leaf_count=71 82 70 78 56 61 88 60 76 2137 82 100
internal_value=0 0.00781506 0.00756009 0.00167159 -0.00285822 0.00797953 0.00751386 0.00791066 0.0076192 0.0079644 0.0143605
internal_weight=0 2879 2808 187 131 2621 2443 2355 2295 2219 178
internal_count=2961 2879 2808 187 131 2621 2443 2355 2295 2219 178
is_linear=0
shrinkage=0.16829


Tree=5268
num_leaves=24
num_cat=0
split_feature=4 0 48 43 3 2 48 3 2 3 3 1 159 4 4 3 15 4 13 3 1 4 0
split_gain=0.393472 0.270811 0.48008 0.381342 0.29804 0.244162 0.357407 0.217407 0.591707 0.335107 0.413461 0.307346 0.220294 0.189595 0.225521 0.292201 0.186963 0.269133 0.134227 0.130729 0.161159 0.106969 0.054251
threshold=0.024470000000000002 -0.10594499999999998 -0.0020199999999999997 -0.077449999999999977 0.0053500000000000015 0.088375000000000023 0.014805 -0.026279999999999998 0.084045000000000022 0.09722500000000002 0.18595000000000003 0.085110000000000005 0.11287500000000002 -0.50231999999999988 -0.15615999999999999 -0.13117499999999996 -0.080724999999999977 0.50027500000000014 -0.019539999999999998 -0.060719999999999989 0.096315000000000026 0.070065000000000016 -0.038724999999999989
decision_type=2 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 16 -5 -7 12 -9 11 -11 -10 13 -1 -15 -16 17 21 -18 20 -17 -3 -19
right_child=1 4 3 5 -6 6 -8 8 9 10 -12 -13 -14 14 15 19 18 22 -20 -21 -22 -23 -24
leaf_value=0.018426792199425078 -0.008093970845394656 -0.0018697550349725772 -0.0010402311906450468 0.022986188591925406 -0.010119471499351742 0.016599735832045263 -0.0002546289649025569 -0.0087363623277658831 0.011355556272101695 0.020789553452952581 0.0025035001212857112 -0.0045527690050013447 -0.0023034614069092807 0.00014525107012256438 0.018848643885391918 0.0083171516451739612 0.01017078083722199 0.0011601621592663936 0.00040163364620869119 0.016462770149151606 0.001298981169364189 -0.012235677507929386 0.0087829714069095326
leaf_weight=53 52 60 71 54 66 87 60 84 56 83 61 89 55 94 76 1379 102 54 66 52 100 54 53
leaf_count=53 52 60 71 54 66 87 60 84 56 83 61 89 55 94 76 1379 102 54 66 52 100 54 53
internal_value=0 0.00298446 0.00670314 0.00953861 0.000332476 0.0132843 0.00970818 0.00739481 0.00368661 0.00730366 0.0130559 0.00157875 0.00815842 0.0084875 0.00817675 0.00864543 0.00211043 -0.00109941 0.0063436 0.00813776 0.00784385 -0.00679569 0.00495274
internal_weight=0 779 324 272 455 201 147 2182 373 289 144 145 1809 1754 1701 1607 389 221 168 1531 1479 114 107
internal_count=2961 779 324 272 455 201 147 2182 373 289 144 145 1809 1754 1701 1607 389 221 168 1531 1479 114 107
is_linear=0
shrinkage=0.16829


Tree=5269
num_leaves=29
num_cat=0
split_feature=3 2 15 15 3 12 2 3 42 0 12 2 160 15 15 42 51 0 1212 133 48 0 15 15 42 2 2 3
split_gain=10.8949 4.25818 2.00448 1.97145 1.97043 1.84654 1.29401 1.05674 1.03532 0.958402 0.641672 0.540335 0.502099 0.469218 0.370454 0.346712 0.38613 0.371243 0.360032 0.321065 0.284313 0.325561 0.222296 0.223669 0.208094 0.205863 0.202735 0.105015
threshold=-0.063264999999999988 0.16002500000000003 -0.24511999999999998 -0.40166999999999992 0.11269500000000002 -1.0000000180025095e-35 0.11466000000000001 -0.091034999999999991 -1.0000000180025095e-35 -0.099704999999999974 0.099680000000000005 0.10869000000000002 -0.068619999999999987 -0.082809999999999981 -1.0000000180025095e-35 0.089625000000000024 0.017990000000000003 -0.072924999999999976 0.085385000000000016 0.10681500000000001 0.085395000000000013 -0.09712999999999998 -0.12776499999999999 -0.088484999999999994 0.090645000000000017 0.096685000000000007 0.085585000000000008 -0.091364999999999988
decision_type=2 2 2 2 2 2 2 2 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 12 5 8 10 -8 -5 13 15 20 -2 -6 -10 16 22 18 24 -19 21 -7 -4 -24 -17 26 -12 -18
right_child=1 -3 6 4 9 11 7 -9 14 -11 25 -13 -14 -15 -16 17 27 19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=0.00086055653856692842 0.0010067754171931996 0.00028200590786084287 0.0017521621752674998 0.0013997997396005065 0.00092902239388276142 0.0018150737787387182 0.00083330126349634589 0.0014397634231301953 0.00081459369946672571 0.0012740364452892151 0.0013263772891685115 0.0012212728182555135 0.00060458314862609018 0.00051700918235626217 0.0011619730103470532 0.0012996263904655361 0.0018839857170280913 0.0011881268354565664 0.0017681188027650107 0.001530969758536269 0.0013796702265318486 0.001499219378201208 0.00141374729876921 0.0015756047835794797 0.0015333215956906585 0.0012203828117007592 0.0015876042092717083 0.0016834258599210197
leaf_weight=52 59 70 72 81 68 76 52 80 98 54 76 58 81 55 52 53 52 74 64 52 55 71 109 894 240 72 61 80
leaf_count=52 59 70 72 81 68 76 52 80 98 54 76 58 81 55 52 53 52 74 64 52 55 71 109 894 240 72 61 80
internal_value=0 0.00106342 0.00150185 0.00113107 0.00120579 0.00131355 0.00151826 0.00120112 0.0010983 0.000906652 0.00154028 0.00150466 0.00077433 0.000745075 0.000935253 0.00156176 0.00159207 0.00148594 0.00154092 0.0013299 0.00158585 0.00166276 0.00157108 0.00155805 0.00149117 0.00136644 0.00144295 0.0017627
internal_weight=0 878 2083 808 668 491 2031 132 231 177 1899 260 140 123 150 1690 1207 483 357 126 202 147 1075 1003 293 209 137 132
internal_count=2961 878 2083 808 668 491 2031 132 231 177 1899 260 140 123 150 1690 1207 483 357 126 202 147 1075 1003 293 209 137 132
is_linear=0
shrinkage=0.0032998


Tree=5270
num_leaves=26
num_cat=0
split_feature=51 160 156 12 0 52 0 160 51 52 52 42 0 0 402 48 0 48 394 12 12 158 52 0 160
split_gain=0.325096 0.319146 0.315752 0.356915 0.256995 0.234128 0.615196 0.359235 0.348278 0.273152 0.254646 0.200661 0.208795 0.297939 0.453363 0.256419 0.352316 0.200325 0.151695 0.173196 0.235947 0.111858 0.124051 0.102413 0.0635464
threshold=-0.094084999999999988 1.0000000180025095e-35 0.088855000000000003 0.096385000000000012 -0.23803499999999997 -0.025999999999999995 -0.12851999999999997 -0.064814999999999984 0.08623500000000002 0.0049050000000000005 -0.069894999999999985 -0.013819999999999997 -0.087984999999999994 -0.086554999999999979 0.095010000000000025 0.085485000000000019 -0.099704999999999974 0.087645000000000015 -0.080944999999999989 0.085005000000000011 0.089685000000000015 0.085410000000000014 -0.53082999999999991 -0.077714999999999992 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 7 9 10 21 -7 -6 18 15 -14 -15 16 -13 -10 -8 -20 -21 22 -9 -24 -4
right_child=4 -3 24 -5 5 6 11 8 17 -11 -12 12 13 14 -16 -17 -18 -19 19 20 -22 -23 23 -25 -26
leaf_value=-0.013072707276804206 0.01820418194546489 0.011489577538533566 0.0091215689441723515 0.0033485695627061387 0.010981193284090838 0.0026748613908999285 0.016345723130549699 0.0088853457384200172 0.02240089303712987 -0.010125053918585203 0.025997942677889612 -0.0012684674382801404 -0.0066470981172252605 0.0037372202827102132 0.017862371818509082 0.01765198799286687 0.011872573313204515 0.0091781245607337573 -0.00078382045281214711 0.016540417775225781 0.006911997984959172 0.010407478410273409 0.0034904269875751814 -0.0046154702282320496 0.0014294178532405348
leaf_weight=90 56 71 60 64 78 99 79 85 57 90 55 98 67 698 71 77 140 77 52 100 263 82 166 60 63
leaf_count=90 56 71 60 64 78 99 79 85 57 90 55 98 67 698 71 77 140 77 52 100 263 82 166 60 63
internal_value=0 0.00142088 -0.00115342 -0.00623661 0.006911 0.0066567 0.00567607 0.00937897 0.00740058 -0.00341083 0.0172046 0.00672118 0.00549983 0.00410461 0.0050437 0.009197 0.00645401 0.0148161 0.00956325 0.0082678 0.0095694 0.00486755 0.00340108 0.00133047 0.00519629
internal_weight=0 348 277 154 2550 2494 1834 660 527 189 133 1645 1151 836 769 315 238 134 494 415 363 393 311 226 123
internal_count=2898 348 277 154 2550 2494 1834 660 527 189 133 1645 1151 836 769 315 238 134 494 415 363 393 311 226 123
is_linear=0
shrinkage=0.16829


Tree=5271
num_leaves=18
num_cat=0
split_feature=3 3 147 34 43 133 3 4 13 130 402 1213 1444 4 4 133 2
split_gain=0.535171 0.228948 0.259465 0.233451 0.247651 0.503585 0.376707 0.51658 0.377041 0.214044 0.214988 0.24111 0.153839 0.12873 0.144942 0.098623 0.0932982
threshold=0.31351000000000001 0.076825000000000018 0.088035000000000016 -0.083799999999999986 -0.0019849999999999994 -0.41385999999999995 -0.23098999999999997 -0.08231999999999999 0.0066400000000000009 -0.083579999999999988 0.11367500000000001 0.094645000000000021 -1.0000000180025095e-35 0.11321500000000001 -0.035849999999999993 -0.49804499999999996 0.13913500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 -1 9 15 -7 -8 -9 -5 11 12 -11 14 -3 -6 -2
right_child=16 2 -4 4 5 6 7 8 -10 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.014433061771449944 -0.011621136321555148 0.0098017251145034439 -0.00056882401955591418 0.01469982462002279 0.0073659330714042227 0.010421271615119696 -0.016578698584797758 0.0021472100185824295 -0.012993521293719494 -0.0031061038262193432 0.014015770028085194 -0.0059765188742347333 0.005785041222462076 0.0049969170313573794 0.018969090658446808 0.016423614340313666 -0.0015896476254916036
leaf_weight=74 52 102 54 75 90 79 61 339 54 57 80 54 1466 55 96 56 54
leaf_count=74 52 102 54 75 90 79 61 339 54 57 80 54 1466 55 96 56 54
internal_value=0 0.00564745 0.00998931 0.00511033 0.00482344 0.00209527 -0.000300131 -0.00216971 6.22326e-05 0.00589194 0.00549219 0.00505865 0.0054511 0.0122499 0.0142556 0.0108524 -0.0065277
internal_weight=0 2792 307 2485 2411 679 533 454 393 1732 1657 1577 1523 253 198 146 106
internal_count=2898 2792 307 2485 2411 679 533 454 393 1732 1657 1577 1523 253 198 146 106
is_linear=0
shrinkage=0.16829


Tree=5272
num_leaves=18
num_cat=0
split_feature=3 12 15 147 12 12 15 0 3 47 3 12 40 3 16 0 0
split_gain=7.5493 4.20169 1.57682 1.03884 0.967357 0.771161 0.609935 0.554935 0.544824 0.342858 0.394311 0.465171 0.28956 0.213158 0.210809 0.189038 0.113468
threshold=0.28833000000000003 -1.0000000180025095e-35 -0.2987999999999999 0.087170000000000011 -0.098524999999999988 0.11755500000000001 -0.40166999999999992 -0.10028499999999999 -0.055389999999999988 0.11224000000000002 -0.16100499999999998 0.09253500000000002 -0.069544999999999982 -0.07792499999999998 -0.13800499999999996 -0.09466999999999999 0.12366000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 5 -1 9 -6 -5 -7 10 16 -12 15 -11 -2 -8 -4
right_child=14 2 3 7 6 8 12 -9 -10 13 11 -13 -14 -15 -16 -17 -18
leaf_value=0.0010422242035679858 2.3753428420156845e-05 0.00060031324947347529 0.001418563944653221 0.00051660910536928384 0.00030398261253190817 0.00060071571154874217 0.00090738918146113484 0.00097682541303042883 0.0010616504685165378 0.0010672975464210209 0.0011355400628349887 0.0010228069882031582 0.00050046578040252164 0.00077666143565483349 0.00029836061292072812 0.00065216400043291163 0.0011968141763390677
leaf_weight=60 55 80 54 53 67 59 56 63 54 57 1328 582 74 56 69 77 54
leaf_count=60 55 80 54 53 67 59 56 63 54 57 1328 582 74 56 69 77 54
internal_value=0 0.00100939 0.00105693 0.00107239 0.000661994 0.00108817 0.000578604 0.000766858 0.000821297 0.0011023 0.00111229 0.00110121 0.000667321 0.000923577 0.000176843 0.000759892 0.00130802
internal_weight=0 2774 2440 2360 334 2244 274 116 113 2131 2018 1910 207 113 124 133 108
internal_count=2898 2774 2440 2360 334 2244 274 116 113 2131 2018 1910 207 113 124 133 108
is_linear=0
shrinkage=0.0032998


Tree=5273
num_leaves=29
num_cat=0
split_feature=1 1 2 14 41 0 2 34 2 15 12 0 3 1 0 15 12 43 3 15 12 43 3 2 15 1 133 15
split_gain=18.8042 4.02873 2.72968 1.79193 1.39113 1.21737 1.0984 1.0772 1.60431 1.21474 0.97261 0.830892 0.599505 0.585119 1.4604 0.639757 0.478276 0.519184 0.433473 0.366774 0.357527 0.349708 0.270159 0.344857 0.333911 0.186507 0.184099 0.0764457
threshold=0.10398500000000001 0.12448500000000001 0.10472500000000001 0.056865000000000006 0.082095000000000015 -0.042499999999999989 0.10669500000000001 -0.023104999999999997 0.14253500000000002 -0.11124499999999998 0.086085000000000009 -0.072924999999999976 -0.017704999999999995 0.085780000000000009 -0.099704999999999974 0.087670000000000012 0.089765000000000025 -0.11214499999999998 -0.079954999999999984 -0.09416999999999999 0.085380000000000011 0.0052850000000000006 -0.080854999999999996 0.092155000000000015 0.089125000000000024 0.11597500000000001 0.087045000000000025 0.10841500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 6 12 13 -3 9 -9 -8 -2 -4 15 -15 16 17 -1 -12 -14 -16 -22 24 -24 -17 -13 -18 -20
right_child=1 7 5 -5 -6 -7 10 8 -10 -11 18 25 19 14 20 22 26 -19 27 -21 21 -23 23 -25 -26 -27 -28 -29
leaf_value=0.0020351948598716545 0.0017873772879173112 0.00019140729650222514 0.00048092625049190398 0.0020344819970817699 0.0010322327815335114 0.001351818116283667 0.00095405879450636655 0.00067566846917096416 0.00042103153723559904 0.0013639190845010328 0.0016593756300841401 0.0011568711222183835 0.0011105181139275616 0.0011295602782932387 0.0013870330827025386 0.0012109337331673402 0.0014696568899346249 0.0016892804492235065 0.00127336372320157 0.00074023160441413056 0.0016759219551730855 0.0014072914020248129 0.001827870820856844 0.0014845590935357172 0.0015140986325394633 0.0014386317737482878 0.0016579050328964385 0.001443355406841793
leaf_weight=52 58 52 53 86 56 52 52 61 102 52 77 55 53 97 88 60 150 670 77 67 288 67 52 89 126 52 99 55
leaf_count=52 58 52 53 86 56 52 52 61 102 52 77 55 53 97 88 60 150 670 77 67 288 67 52 89 126 52 99 55
internal_value=0 0.000931098 0.00114501 0.00156609 0.00154738 0.000908188 0.00156111 0.000618516 0.000721652 0.000992697 0.00135986 0.00146773 0.000774639 0.00158967 0.00149757 0.00162795 0.00167079 0.00171424 0.00146065 0.000904068 0.00157807 0.00162532 0.00150065 0.00161142 0.00141649 0.00129413 0.00154464 0.00134446
internal_weight=0 657 390 2241 2155 225 2099 267 215 113 261 165 173 1838 540 1298 971 722 209 120 443 355 327 141 186 107 249 132
internal_count=2898 657 390 2241 2155 225 2099 267 215 113 261 165 173 1838 540 1298 971 722 209 120 443 355 327 141 186 107 249 132
is_linear=0
shrinkage=0.0032998


Tree=5274
num_leaves=15
num_cat=0
split_feature=3 149 4 1443 42 3 3 13 4 1375 42 1 1 0
split_gain=0.466725 0.206079 0.248595 0.268539 0.252266 0.223987 0.231785 0.35567 0.337495 0.245027 0.214178 0.178768 0.091899 0.0877443
threshold=0.31351000000000001 0.078645000000000007 0.31392000000000003 0.084285000000000013 0.088025000000000006 -0.13392999999999997 0.12955000000000003 -0.095139999999999988 -0.007069999999999999 -0.082654999999999992 0.08179500000000002 0.11980500000000001 0.08759500000000002 -0.105195
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 11 10 7 8 -7 -9 12 -4 -1 -2
right_child=13 -3 4 -5 -6 6 -8 9 -10 -11 -12 -13 -14 -15
leaf_value=0.0041673540365765394 -0.009567423764808734 0.01545563734718324 0.010634350670569953 -0.0036865693791011539 -0.0056194365835924914 -0.011066596086040728 0.016464285057496177 -0.0024391047013080239 0.0064151801464371787 0.0072213483102519177 0.021883603254786003 -0.001810506955880669 0.01298306790598093 8.422572847022704e-05
leaf_weight=60 54 72 82 67 95 63 66 77 62 1964 52 54 78 52
leaf_count=60 54 72 82 67 95 63 66 77 62 1964 52 54 78 52
internal_value=0 0.00655178 0.00631543 0.00680569 0.00102515 0.00709668 0.00662281 0.0063221 -0.00238126 0.00685601 0.012654 0.0056798 0.00916317 -0.0048157
internal_weight=0 2792 2720 2489 231 2422 2232 2166 125 2041 190 136 138 106
internal_count=2898 2792 2720 2489 231 2422 2232 2166 125 2041 190 136 138 106
is_linear=0
shrinkage=0.16829


Tree=5275
num_leaves=18
num_cat=0
split_feature=13 159 51 39 13 1456 133 402 14 1 13 43 133 0 13 160 160
split_gain=0.470236 0.462952 0.322644 0.278938 0.335043 0.231848 0.222799 0.231037 0.222064 0.203451 0.188627 0.41618 0.168053 0.130351 0.121143 0.111819 0.0892052
threshold=0.053700000000000005 0.11848000000000002 -0.26637499999999997 0.089155000000000012 0.066620000000000026 -0.077489999999999989 -0.50083499999999992 -0.16962499999999997 -1.0000000180025095e-35 0.09518500000000002 0.099195000000000019 -0.24698999999999996 0.51379500000000011 -0.079554999999999987 -0.078199999999999978 -0.0071899999999999993 -0.081494999999999998
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 15 -7 12 -9 -10 -6 13 -8 -12 -3 16 -4
right_child=3 14 5 -5 10 6 7 8 9 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=0.01623401977075142 -0.0097874283055868899 -0.011163310446273032 0.013013995087719417 -0.011207815751470779 0.010174168408040567 0.014230249568335024 0.01626551864511936 0.012400411503516152 0.0050509982338982542 0.00109864255800681 0.0024473761108599877 -0.0080418644136003303 0.0048694998735090284 0.013449894403977907 0.00029134769115885727 0.017384701456811737 0.003702986526713449
leaf_weight=85 64 52 60 59 88 75 84 94 1404 502 73 87 66 53 52 61 58
leaf_count=85 64 52 60 59 88 75 84 94 1404 502 73 87 66 53 52 61 58
internal_value=0 0.0055729 0.00603289 -0.000468567 0.00126244 0.00567145 0.00520121 0.00488541 0.00440618 0.00401097 0.00361789 0.000900754 0.0112632 0.00708968 -0.00541871 0.0115066 0.00845262
internal_weight=0 2593 2489 424 365 2404 2225 2150 2000 1906 301 213 150 126 104 179 118
internal_count=3017 2593 2489 424 365 2404 2225 2150 2000 1906 301 213 150 126 104 179 118
is_linear=0
shrinkage=0.16829


Tree=5276
num_leaves=15
num_cat=0
split_feature=12 2 147 2 42 15 14 2 39 15 52 52 1453 43
split_gain=10.579 5.68088 1.91251 1.56268 1.49435 0.969857 0.960352 0.536527 0.535695 0.594418 1.09939 0.442283 0.321382 0.17579
threshold=-1.0000000180025095e-35 0.14132000000000003 0.089245000000000005 0.11466000000000001 -1.0000000180025095e-35 -0.080724999999999977 0.064610000000000015 -0.0098549999999999974 0.099350000000000008 -0.2987999999999999 -0.0094049999999999984 -0.56096499999999982 -0.077554999999999985 -0.0083799999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 -1 -5 7 -2 9 -6 -11 -9 -13 -7
right_child=1 -3 -4 5 8 13 -8 11 -10 10 -12 12 -14 -15
leaf_value=0.0010536339884219537 0.00099705854138413185 0.00049448059278294485 0.00080802471410287293 0.00075776467614357219 0.00044059886780804054 0.0010919579101884647 0.0016716860384272368 0.0015996121477747209 0.00035632653300289048 0.00052271505373204278 0.0010486462044993806 0.0015205810462641774 0.0013092653131722648 0.0013604724184367498
leaf_weight=102 56 102 87 85 84 55 88 64 78 89 85 84 1902 56
leaf_count=102 56 102 87 85 84 55 88 64 78 89 85 84 1902 56
internal_value=0 0.00125823 0.00128967 0.00130718 0.000703361 0.00102411 0.00133246 0.00131827 0.000596923 0.000669525 0.000779838 0.00132702 0.00131822 0.00122774
internal_weight=0 2579 2477 2390 438 196 2194 2106 336 258 174 2050 1986 111
internal_count=3017 2579 2477 2390 438 196 2194 2106 336 258 174 2050 1986 111
is_linear=0
shrinkage=0.0032998


Tree=5277
num_leaves=19
num_cat=0
split_feature=4 40 2 2 11 42 14 16 447 13 13 51 4 4 2 43 42 4
split_gain=11.101 5.88999 3.81322 1.11929 1.41394 0.933086 0.749521 0.947482 0.656941 0.632501 0.532362 0.522142 0.463369 0.928117 0.314608 0.253435 0.246058 0.0847116
threshold=0.31392000000000003 -0.011859999999999997 0.14132000000000003 0.098655000000000007 1.0000000180025095e-35 -0.0047199999999999994 -0.42227999999999993 -0.45743999999999996 0.081385000000000013 0.099195000000000019 -0.13226499999999999 0.046060000000000011 -0.17568999999999999 -0.098074999999999982 0.11657500000000001 0.00042000000000000007 0.086105000000000015 0.42405000000000009
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 -1 -2 16 12 10 -5 -7 -3 -14 15 -12 17 -8
right_child=6 2 -4 9 -6 11 7 -9 -10 -11 14 -13 13 -15 -16 -17 -18 -19
leaf_value=0.00079626479496924731 0.0006152537031280656 0.0013564095049602915 0.00024360065570891117 0.00062024564030396172 0.0014770013880477982 0.00044980008009960429 0.00037187794593203415 -6.992123321869644e-05 0.00069399377656016953 0.00055239314582806521 0.00096904097776238831 5.2474449721966982e-05 0.00061769180876389555 0.001062923967091985 0.0011499701183066389 0.00071845611266601315 0.00018328677637883113 0.0005493490417379128
leaf_weight=59 73 56 69 53 88 102 69 77 56 54 247 56 53 1653 88 55 55 54
leaf_count=59 73 56 69 53 88 102 69 77 56 54 247 56 53 1653 88 55 55 54
internal_value=0 0.000963325 0.00100909 0.00103106 0.00106752 0.000441789 0.000320138 0.000235516 0.00104768 0.000891164 0.00093238 0.000309199 0.0010589 0.00104911 0.000974708 0.000923521 0.000367841 0.000450079
internal_weight=0 2689 2472 2403 1906 217 328 255 1818 497 443 158 1762 1706 390 302 178 123
internal_count=3017 2689 2472 2403 1906 217 328 255 1818 497 443 158 1762 1706 390 302 178 123
is_linear=0
shrinkage=0.0032998


Tree=5278
num_leaves=23
num_cat=0
split_feature=1 52 39 47 52 12 447 11 1 15 43 1 4 0 4 1 0 1 12 4 157 0
split_gain=15.9536 3.32994 2.21919 1.70861 1.24926 1.13441 1.15943 0.97383 0.915168 0.904604 0.82735 0.49306 0.356991 0.341968 0.739597 1.09019 0.379645 0.678375 0.228391 0.455678 0.201912 0.0937333
threshold=0.10575500000000002 -0.26876499999999998 0.0047850000000000011 0.09023500000000001 0.12484500000000003 0.11755500000000001 0.086460000000000023 1.0000000180025095e-35 0.088035000000000016 1.0000000180025095e-35 -0.055679999999999993 0.12000500000000001 0.059230000000000012 -0.072624999999999981 -0.17006499999999999 0.080320000000000016 -0.09633499999999999 0.087505000000000013 -0.0089849999999999982 0.50027500000000014 -0.091004999999999989 -0.055084999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 10 6 7 13 -4 -9 18 -12 -5 16 -15 -16 17 -1 19 -3 -18 -13
right_child=1 3 8 12 -6 -7 -8 9 -10 -11 11 21 -14 14 15 -17 20 -19 -20 -21 -22 -23
leaf_value=0.0013200670944510165 0.001364796935980304 -2.8762998847068469e-05 0.0011505193263036653 0.0011498647996285311 0.00096059038720116229 0.00090342391706457476 0.00085015605362421078 0.0013565679045793788 0.00062270602011952833 0.0019144290677049092 0.00077286704771081587 0.00052751399368629152 0.00079693500380028314 0.001474407815979876 0.0012486902357890732 0.00074124209921364384 0.0011670776422051607 0.00096206869712243124 0.0004450461864619585 0.00038818766035369974 0.0013688629083926573 0.00034285183577850595
leaf_weight=231 72 55 71 54 59 74 56 70 73 59 87 72 77 92 194 61 59 78 56 59 1254 54
leaf_count=231 72 55 71 54 59 74 56 70 73 59 87 72 77 92 194 61 59 78 56 59 1254 54
internal_value=0 0.000695537 0.00128096 0.000611381 0.000513108 0.00130665 0.00132049 0.00133303 0.000883192 0.00161199 0.000444083 0.000581244 0.000942686 0.00131473 0.00121953 0.00112744 0.00133508 0.00122981 0.000272022 0.000186718 0.00135982 0.000448653
internal_weight=0 645 2372 573 442 2228 2154 2098 144 129 383 213 131 1969 347 255 1622 309 170 114 1313 126
internal_count=3017 645 2372 573 442 2228 2154 2098 144 129 383 213 131 1969 347 255 1622 309 170 114 1313 126
is_linear=0
shrinkage=0.0032998


Tree=5279
num_leaves=23
num_cat=0
split_feature=0 43 15 159 50 147 16 3 49 159 160 457 15 15 4 2 2 43 0 4 2 15
split_gain=0.338609 0.376518 0.641337 0.338636 0.308246 0.300733 0.299425 0.275246 0.29067 0.276803 0.397401 0.302319 0.216153 0.224312 0.145487 0.142604 0.238749 0.296285 0.183569 0.129471 0.093539 0.0829183
threshold=-0.06952499999999999 -0.22491499999999998 -0.092389999999999986 0.080875000000000016 1.0000000180025095e-35 0.089430000000000023 -0.11082499999999999 -0.12711499999999995 0.13173000000000004 0.086825000000000013 -0.081969999999999987 -0.091869999999999993 0.11883000000000001 -0.2987999999999999 -0.03463999999999999 0.10573500000000001 0.097005000000000022 -0.074874999999999983 0.056895000000000008 -0.041794999999999992 0.10433000000000002 -0.083859999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 6 4 15 7 -3 14 9 11 -11 -9 13 -13 -1 16 17 -4 19 -17 21 -12
right_child=1 2 3 -5 -6 -7 -8 8 -10 10 20 12 -14 -15 -16 18 -18 -19 -20 -21 -22 -23
leaf_value=0.0099649106327550641 -0.0082089336662665904 0.0014992925870008918 0.016726459799262426 -0.0024342458679750658 0.018200842003123635 -0.0022952561210417251 -0.015365366314394247 0.019693729111185269 0.017956356110244744 -0.011059754205522248 0.012658133136777786 -0.0031687593534472772 -0.0025178426546666154 0.007933615150002276 0.022029766877409519 0.018871531624491816 -0.0056081736516359476 3.1844955673281337e-05 0.0022622409918528091 0.007795768339275623 3.5090180423348771e-05 0.0035227291190773097
leaf_weight=60 74 61 55 90 82 88 58 57 70 55 58 53 62 1617 55 66 57 67 58 56 62 56
leaf_count=60 74 61 55 90 82 88 58 57 70 55 58 53 62 1617 55 66 57 67 58 56 62 56
internal_value=0 0.00315677 0.00445348 0.00695762 0.0088784 0.0073364 -0.00670536 0.00772161 0.00727896 0.00690806 0.00141615 0.00761618 0.00721767 0.00758019 0.0157507 0.00674403 0.00336549 0.00757283 0.0100938 0.0138023 0.00532508 0.00818633
internal_weight=0 724 650 531 441 2293 119 2205 2090 2020 231 1789 1732 1670 115 359 179 122 180 122 176 114
internal_count=3017 724 650 531 441 2293 119 2205 2090 2020 231 1789 1732 1670 115 359 179 122 180 122 176 114
is_linear=0
shrinkage=0.16829


Tree=5280
num_leaves=27
num_cat=0
split_feature=4 3 2 2 2 2 2 3 42 16 3 4 15 2 4 3 3 16 3 1456 1446 393 15 4 42 42
split_gain=42.452 12.9344 6.18809 2.80217 2.74476 2.08341 2.07582 1.19649 1.0792 1.04102 1.85661 0.868485 1.40122 0.665413 0.658172 0.630163 0.573493 0.415858 0.30393 0.24099 0.19727 0.198168 0.196678 0.107482 0.0937253 0.0861812
threshold=0.31392000000000003 -0.065674999999999983 0.13447000000000003 -0.007134999999999999 0.10773000000000001 0.097110000000000016 0.14870000000000003 0.11745500000000002 0.088025000000000006 0.3935300000000001 -0.095259999999999997 -0.057674999999999997 -0.035654999999999992 0.098970000000000016 0.052250000000000012 0.12478500000000002 -0.14186499999999996 -0.5103049999999999 -0.095009999999999983 -0.090374999999999997 0.083705000000000016 0.10135500000000001 -0.040769999999999994 -0.50139499999999992 0.086310000000000012 0.087855000000000003
decision_type=2 2 2 2 2 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 11 14 8 -6 15 10 -7 23 13 -13 16 17 -1 -2 -11 -18 21 -21 -12 -5 -22 -16
right_child=6 2 -4 4 7 9 -8 -9 -10 18 22 12 -14 -15 25 -17 19 -19 -20 20 24 -23 -24 -25 -26 -27
leaf_value=0.0073273658096162063 0.0062105288637696295 0.0060220314855057248 0.0057120114773133359 0.0069747667576290058 0.0065454592601479423 0.0061568379187437261 0.0050733277122610894 0.005897398123257536 0.0054495938452414558 0.0071372763487565364 0.006701679283644184 0.0069893858312034072 0.0062657587562232409 0.00656751938755799 0.0069063213630504196 0.0055807905308806714 0.0068400388374025923 0.0058095074384609162 0.006812559973652905 0.0070356213129934824 0.0073180403988268774 0.0072465117113827372 0.0069582322379820186 0.0072270716099625768 0.0070970942734710531 0.0066906892305172612
leaf_weight=94 67 80 101 53 79 66 64 54 94 81 85 145 56 62 67 52 67 57 65 1135 58 63 75 52 68 56
leaf_count=94 67 80 101 53 79 66 64 54 94 81 85 145 56 62 67 52 67 57 65 1135 58 63 75 52 68 56
internal_value=0 0.00686109 0.00646849 0.00659993 0.00669214 0.00699631 0.00561241 0.0062826 0.00574006 0.00677134 0.00662802 0.00684006 0.00673612 0.0068632 0.00704833 0.00589499 0.00706818 0.00602647 0.00699295 0.00705063 0.00706127 0.00704674 0.00682216 0.00710005 0.00719908 0.00680843
internal_weight=0 2662 682 581 501 1980 334 133 270 372 226 368 263 207 1608 176 1485 124 146 1391 1324 1198 160 105 126 123
internal_count=2996 2662 682 581 501 1980 334 133 270 372 226 368 263 207 1608 176 1485 124 146 1391 1324 1198 160 105 126 123
is_linear=0
shrinkage=0.0032998


Tree=5281
num_leaves=26
num_cat=0
split_feature=4 3 3 4 3 3 48 3 39 4 14 0 3 0 0 0 0 1456 12 158 51 42 15 12 0
split_gain=17.868 6.21587 1.59021 1.25439 1.32886 1.3102 1.11083 1.02066 0.685917 0.68173 0.637202 0.959108 0.453314 0.37652 0.342877 0.56249 0.316792 0.364107 0.272035 0.227787 0.208124 0.190536 0.178732 0.157263 0.0978089
threshold=0.31392000000000003 -0.072649999999999978 0.28833000000000003 -0.061939999999999988 0.0053500000000000015 0.10766000000000002 0.086410000000000015 -0.082634999999999986 0.055555000000000007 0.057200000000000008 -0.42227999999999993 -0.11167499999999998 -0.15415499999999996 -0.10147999999999999 -0.14680499999999999 -0.068189999999999987 -0.064994999999999983 -0.013064999999999998 0.094195000000000015 0.078875000000000015 1.0000000180025095e-35 0.087065000000000017 -0.066784999999999983 0.084065000000000015 -0.014989999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -3 6 14 -2 -8 12 -9 -12 20 -14 -5 -16 17 21 -18 22 -1 -15 -11 -19 -6
right_child=7 2 -4 5 24 -7 8 10 -10 19 11 -13 13 16 15 -17 18 23 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0015703334266593371 0.00086204606798218042 0.0010993751436521003 0.00063817918941872138 0.0010259371219786869 0.0017589301788641823 0.00063082247691742467 0.0011786546336865142 0.00077957695111650763 0.00074606261652333122 0.0010645568443555086 0.00059428641071933243 0.00012208308642144611 0.0012093722959882732 0.0014610533313448842 0.0014180655341046874 0.0010969633120318201 0.0011522868475577301 0.0016515998184737364 0.0014902626195046373 0.0014612490637504834 0.001822399316076789 0.0012142532893721582 0.0013256660249087995 0.0015188679867919018 0.0015497348662966322
leaf_weight=87 94 84 64 55 54 58 71 52 93 55 97 91 52 82 187 89 53 114 54 59 66 63 65 1103 54
leaf_count=87 94 84 64 55 54 58 71 52 93 55 97 91 52 82 187 89 53 114 54 59 66 63 65 1103 54
internal_value=0 0.00138003 0.00113852 0.00118146 0.00141191 0.00110139 0.00115645 0.000570154 0.000933558 0.00148546 0.000455683 0.000365907 0.00150628 0.00148885 0.00126678 0.00131465 0.00149872 0.00151248 0.00132318 0.00129052 0.0016793 0.00135407 0.00120628 0.00153133 0.00165466
internal_weight=0 2662 809 745 192 553 495 334 164 1853 240 188 1674 1521 331 276 1469 1362 107 179 153 145 120 1217 108
internal_count=2996 2662 809 745 192 553 495 334 164 1853 240 188 1674 1521 331 276 1469 1362 107 179 153 145 120 1217 108
is_linear=0
shrinkage=0.0032998


Tree=5282
num_leaves=22
num_cat=0
split_feature=1 3 9 3 124 47 3 4 4 475 16 3 157 43 124 16 3 4 16 157 43
split_gain=11.9288 3.09652 1.37393 0.791219 0.563284 0.548579 0.501325 0.493031 0.424556 0.441283 0.377171 0.40946 0.342702 0.305107 0.290487 0.274399 0.316787 0.271786 0.19972 0.119686 0.0172853
threshold=0.10398500000000001 -0.049204999999999992 -1.0000000180025095e-35 0.10402500000000002 -0.083859999999999976 0.091930000000000012 0.090170000000000014 -0.42305999999999994 -0.15764999999999998 -0.085719999999999977 -0.062279999999999995 0.30863500000000005 -0.060134999999999994 0.05259500000000001 -0.064554999999999987 -0.092354999999999979 -0.14539499999999997 0.0067750000000000006 -0.083144999999999983 -0.0031149999999999993 -0.077224999999999988
decision_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 15 -3 4 -1 6 14 19 -9 12 11 -8 -10 17 -4 -2 -17 -11 -15 -6 -18
right_child=1 2 5 -5 7 -7 10 8 9 13 -12 -13 -14 18 -16 16 20 -19 -20 -21 -22
leaf_value=0.00099492308071207286 0.00091182449444483012 0.00019875760601377191 0.00060939587090726524 0.0009012118985282432 0.0016208778685128339 0.00093921278604745491 0.0010562341648678922 0.00097948089822206641 0.0016780074680809304 0.0013049174251630708 0.00051453771145312994 0.00066213021012401934 0.0012956922188344048 0.0012604370250041479 0.00026539038648145649 0.0013343901091021108 0.0010779052837960863 0.0011865165896640065 0.001087032337054712 0.001390236991323679 0.00097778070108094756
leaf_weight=78 93 77 55 65 52 74 52 54 53 1333 61 66 52 143 53 59 52 260 158 54 52
leaf_count=78 93 77 55 65 52 74 52 54 53 1333 61 66 52 143 53 59 52 260 158 54 52
internal_value=0 0.000768266 0.00059957 0.00126196 0.00127243 0.000684964 0.000619286 0.00128244 0.001271 0.00127885 0.000726715 0.000836102 0.00148901 0.00126719 0.000440905 0.00105676 0.00113923 0.00128561 0.00116953 0.00150371 0.00102818
internal_weight=0 694 438 2302 2237 361 287 2159 2053 1999 179 118 105 1894 108 256 163 1593 301 106 104
internal_count=2996 694 438 2302 2237 361 287 2159 2053 1999 179 118 105 1894 108 256 163 1593 301 106 104
is_linear=0
shrinkage=0.0032998


Tree=5283
num_leaves=28
num_cat=0
split_feature=3 15 2 2 2 16 2 0 3 0 0 12 15 16 3 2 51 16 16 12 15 2 0 1212 133 0 16
split_gain=11.4009 3.30735 2.61745 2.17385 2.08878 1.25123 1.01522 0.831497 0.794421 0.653171 0.645754 0.64447 0.539792 0.501667 0.545563 0.747715 0.568478 0.454454 0.4392 0.502019 0.323823 0.33894 0.292731 0.288811 0.116806 0.102312 0.0725241
threshold=-0.049204999999999992 -0.2987999999999999 0.10869000000000002 0.11366500000000002 0.072175000000000017 0.39813000000000004 0.093200000000000019 -0.073104999999999989 -0.11211999999999998 -0.14755499999999996 -0.14867499999999997 -0.063029999999999989 -0.016999999999999998 -0.16956499999999999 -0.14186499999999996 0.092155000000000015 -0.042309999999999993 0.26768500000000006 0.014185000000000001 0.092825000000000005 -0.45775499999999997 0.11280000000000003 -0.10147999999999999 0.041590000000000009 0.09011000000000001 -0.22745499999999999 0.070590000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 20 4 10 7 8 25 -3 -5 -8 -1 -4 -13 22 16 17 -15 23 19 -17 21 -2 -12 -16 -20 -6 -11
right_child=1 2 11 5 6 -7 9 -9 -10 26 13 12 -14 14 15 18 -18 -19 24 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0018163202450585357 0.00049824182026652491 0.0011752091319105274 0.0010465294107864717 0.00065977694994937778 0.0015102546567062464 0.0014747141867197885 0.0009230069551375129 0.00064085520952672135 0.0011658715184193768 0.0014653861440508801 0.0013979879396962009 0.00084904549770034978 0.00044730582171443543 0.0014372386159250913 0.0015384931824817065 0.00095239659143896475 0.0018950819940981231 0.0012501148316823745 0.0015949121574749276 0.0013241505396212505 0.00038524039861242531 0.00087036444426198884 0.0010784141203846233 0.001412465474111948 0.0013770183207586746 0.0017102860692676193 0.001286587691282196
leaf_weight=59 54 61 82 63 53 71 52 67 74 54 77 88 63 54 991 54 68 78 57 157 63 54 55 258 59 73 57
leaf_count=59 54 61 82 63 53 71 52 67 74 54 77 88 63 54 991 54 68 78 57 157 63 54 55 258 59 73 57
internal_value=0 0.000983303 0.00109079 0.00143985 0.00124747 0.00111834 0.00140311 0.000895784 0.000933399 0.00123026 0.00147383 0.000810224 0.000681666 0.00146323 0.00147793 0.00146207 0.00169272 0.00149709 0.00131982 0.00122918 0.000574534 0.000684629 0.0012651 0.00151249 0.00148439 0.00162643 0.00137389
internal_weight=0 821 650 2175 417 208 289 128 137 163 1967 233 151 1908 1776 1654 122 1327 327 211 171 108 132 1249 116 126 111
internal_count=2996 821 650 2175 417 208 289 128 137 163 1967 233 151 1908 1776 1654 122 1327 327 211 171 108 132 1249 116 126 111
is_linear=0
shrinkage=0.0032998


Tree=5284
num_leaves=28
num_cat=0
split_feature=4 2 12 2 150 475 14 12 4 2 16 50 43 4 3 3 2 15 43 16 3 2 2 133 16 43 0
split_gain=11.5469 4.82248 2.61838 1.62641 1.75574 1.31401 0.983375 0.73831 0.571986 0.558237 0.589614 0.556791 0.552121 0.439873 0.435549 0.335942 0.333373 0.367244 0.496298 0.360658 0.30074 0.289494 0.192447 0.166042 0.200873 0.146962 0.267099
threshold=0.31392000000000003 0.13501500000000002 1.0000000180025095e-35 -0.007134999999999999 0.08882000000000001 -0.067819999999999978 -0.41608999999999996 0.096385000000000012 0.061835000000000008 0.097845000000000015 -0.071129999999999985 0.067370000000000013 -0.073079999999999992 -0.023394999999999996 -0.11372999999999998 -0.091364999999999988 0.088495000000000004 0.094410000000000008 -0.081454999999999986 0.057265000000000003 -0.096384999999999985 0.11248000000000001 0.15205000000000002 -0.27301499999999995 -0.076909999999999992 0.0085250000000000031 -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
left_child=1 2 3 -1 5 -5 -2 11 14 13 -11 16 -8 -7 -9 -13 19 18 -18 20 -4 -14 -3 -16 -25 26 -17
right_child=6 22 7 4 -6 9 12 8 -10 10 -12 15 21 -15 23 25 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=0.00061987743159898562 0.00090606820432584281 0.0006931220507214931 0.00158111501430482 0.00080323295118540894 0.00062972450728652595 0.0017021075560012477 0.00026182779457150995 0.0015038412593416056 0.00092946857030103136 0.001421974077677982 0.0009666857889489447 0.0017098509104558394 0.00075014217036683064 0.0013236694769229861 0.001025035006018688 0.0013664094785601102 0.0013613855659303333 0.0014485738052871587 0.0011054403457285171 0.0011326051646451923 0.0013538417086557 0.00047337436943320878 0.00041793816765995343 0.0013940893614602802 0.0011856307440906303 0.0012559745223618133 0.0015910483562021709
leaf_weight=83 77 59 73 66 65 54 85 62 74 55 73 52 71 93 52 155 129 77 239 74 617 101 54 67 239 53 97
leaf_count=83 77 59 73 66 65 54 85 62 74 55 73 52 71 93 52 155 129 77 239 74 617 101 54 67 239 53 97
internal_value=0 0.00122955 0.00125913 0.00104171 0.00112787 0.00122272 0.000578441 0.00131073 0.00119885 0.00132326 0.00116259 0.001346 0.000480143 0.00146293 0.00124623 0.00146137 0.0013119 0.00123917 0.00119526 0.00135422 0.00137794 0.000587826 0.00056193 0.00120151 0.00123139 0.00141889 0.00145302
internal_weight=0 2662 2549 489 406 341 334 2060 494 275 128 1566 257 147 420 357 1209 445 368 764 690 172 113 358 306 305 252
internal_count=2996 2662 2549 489 406 341 334 2060 494 275 128 1566 257 147 420 357 1209 445 368 764 690 172 113 358 306 305 252
is_linear=0
shrinkage=0.0032998


Tree=5285
num_leaves=27
num_cat=0
split_feature=12 15 12 13 148 12 150 13 14 49 14 0 0 13 0 51 12 52 49 159 49 481 133 130 50 15
split_gain=34.619 6.56685 6.02316 4.46523 4.16594 2.78659 2.15105 2.03735 1.77802 1.69962 1.63798 2.87931 1.31003 1.26541 1.19226 1.11798 0.870353 0.726196 0.524916 0.300932 0.233317 0.226994 0.213848 0.16581 0.0916795 0.0761634
threshold=0.056995000000000011 -0.2987999999999999 0.098785000000000012 -0.27740999999999993 -0.043434999999999994 0.14523000000000003 1.0000000180025095e-35 -0.071964999999999987 -0.42227999999999993 0.10852500000000001 0.073890000000000011 -0.11742499999999999 -0.087734999999999994 -1.0000000180025095e-35 -0.0033699999999999993 -0.09522499999999999 0.089895000000000017 -0.085009999999999988 0.093800000000000008 0.043570000000000005 0.10322500000000003 -0.084514999999999993 0.085980000000000015 1.0000000180025095e-35 0.077920000000000003 -0.044884999999999994
decision_type=2 2 2 2 2 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 10 -3 -5 7 9 -4 -1 13 11 -2 -10 -6 16 -15 21 -8 19 -18 23 -13 -23 24 25 -9
right_child=2 3 5 4 6 -7 17 20 12 -11 -12 14 -14 15 -16 -17 18 -19 -20 -21 -22 22 -24 -25 -26 -27
leaf_value=0.001370601928201204 0.0016428965459849636 0.00088296445456018699 0.0014230879762225279 0.00095996160461640724 0.0017625107686809291 0.0012540672394483947 0.001739255882756714 0.0019503907177240672 0.00096429138017359317 0.0014120452433301501 0.0028776347845233109 0.0022201737875787025 0.00027378089976614353 0.0025779542865380541 0.0027306847687289804 0.0020410837841644035 0.0022905270954399594 0.001238322156473804 0.0019570901445407937 0.0020190193427615296 0.0019010026552374276 0.0024411207979938353 0.0023252629297898643 0.0022976341087951446 0.0022109338678086557 0.0021160721451173085
leaf_weight=59 66 80 55 69 102 61 58 57 71 52 60 85 52 64 85 129 450 71 72 52 52 594 271 67 67 94
leaf_count=59 66 80 55 69 102 61 58 57 71 52 60 85 52 64 85 129 450 71 72 52 52 594 271 67 67 94
internal_value=0 0.00145116 0.00225093 0.00161186 0.00171878 0.00191167 0.00182871 0.00201392 0.000899106 0.00196426 0.00233948 0.00232018 0.000672655 0.00206148 0.00234794 0.0022193 0.00232657 0.00146382 0.00222423 0.00226247 0.00211024 0.00238838 0.00240486 0.00214829 0.00210223 0.00205376
internal_weight=0 807 2188 625 545 453 476 392 182 347 1735 1675 123 295 1609 193 1524 129 574 502 337 950 865 285 218 151
internal_count=2995 807 2188 625 545 453 476 392 182 347 1735 1675 123 295 1609 193 1524 129 574 502 337 950 865 285 218 151
is_linear=0
shrinkage=0.0032998


Tree=5286
num_leaves=30
num_cat=0
split_feature=4 3 3 43 42 11 3 11 16 15 3 10 4 42 3 16 15 43 4 15 402 1447 48 48 16 4 42 15 3
split_gain=26.9502 6.53595 3.6947 2.81601 1.57667 1.02467 1.1896 1.08131 1.00828 1.93523 0.766786 0.690585 0.625076 0.559614 0.786033 0.539359 0.536552 0.399663 0.336467 0.269169 0.290493 0.291812 0.266975 0.251676 0.213382 0.364299 0.207874 0.195816 0.0996449
threshold=0.31392000000000003 -0.06533499999999999 0.28833000000000003 -0.041049999999999996 -1.0000000180025095e-35 1.0000000180025095e-35 -0.13827999999999999 0.08776500000000001 -0.42170999999999997 -0.43091499999999999 0.10402500000000002 -1.0000000180025095e-35 -0.15615999999999999 0.088025000000000006 0.11878500000000002 0.0054050000000000009 0.079600000000000018 -0.081314999999999985 0.0019650000000000002 -0.092099999999999987 -0.095324999999999979 -0.082344999999999988 0.085485000000000019 0.084455000000000016 0.40518500000000007 -0.065794999999999979 0.086700000000000013 -0.011749999999999998 -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 2 2 2 2
left_child=1 5 3 4 -3 6 -1 -7 13 -10 12 -6 -5 14 -2 19 18 27 -14 22 26 -22 -8 -13 25 -19 -21 -17 -24
right_child=8 2 -4 10 11 7 15 -9 9 -11 -12 23 16 -15 -16 17 -18 24 -20 20 21 -23 28 -25 -26 -27 -28 -29 -30
leaf_value=0.0018243879430294193 0.001727413225616539 0.002217836941453946 0.0011818628841071643 0.0026167336303133054 0.0012863467366351009 0.0028109829293009375 0.0021056616500897568 0.002282666140987715 0.0013747827471240937 0.00054504361742761245 0.0019414405871927012 0.0019021544230768048 0.0019357789577336313 0.0011429884526764915 0.001216655731510718 0.0024354753047148986 0.0024994159837403839 0.0022250853007638443 0.0022394617816509361 0.0023864248721401408 0.0022149126719356975 0.0024101456116586966 0.0024571636422244794 0.0015790442685852898 0.0022301976697573916 0.001851209320851505 0.0021370095484097066 0.0021936973596856893 0.0022439073880728116
leaf_weight=55 76 56 62 53 59 95 95 78 68 56 93 52 67 73 59 95 56 53 108 65 97 924 55 58 102 66 97 67 55
leaf_count=55 76 56 62 53 59 95 95 78 68 56 93 52 67 73 59 95 56 53 108 65 97 924 55 58 102 66 97 67 55
internal_value=0 0.0022342 0.00195023 0.0020293 0.00173643 0.00232851 0.00230533 0.00257299 0.00123691 0.00100035 0.002204 0.0015767 0.00228986 0.00137776 0.00150445 0.00232024 0.0022147 0.00220908 0.0021234 0.00235089 0.00237053 0.00239163 0.0022374 0.00173211 0.00211611 0.00201802 0.0022373 0.0023357 0.00235086
internal_weight=0 2663 664 602 225 1999 1826 173 332 124 377 169 284 208 135 1771 231 383 175 1388 1183 1021 205 110 221 119 162 162 110
internal_count=2995 2663 664 602 225 1999 1826 173 332 124 377 169 284 208 135 1771 231 383 175 1388 1183 1021 205 110 221 119 162 162 110
is_linear=0
shrinkage=0.0032998


Tree=5287
num_leaves=29
num_cat=0
split_feature=1 12 43 4 0 16 0 16 403 10 0 4 12 12 47 16 4 4 43 401 0 1 133 16 12 12 16 0
split_gain=1.10445 0.535202 0.372772 0.27331 0.265773 0.410374 0.433807 0.331224 0.270941 0.208518 0.198619 0.459933 0.370146 0.337563 0.234735 0.21213 0.809187 0.282387 0.187228 0.184768 0.204684 0.299421 0.378634 0.175997 0.17257 0.163092 0.142616 0.0758482
threshold=0.13074500000000003 0.056995000000000011 -0.081189999999999984 -0.14345499999999997 -0.11742499999999999 0.0048000000000000013 -0.078989999999999991 0.40518500000000007 -0.53447999999999996 -1.0000000180025095e-35 -0.067969999999999989 -0.17568999999999999 -0.097314999999999985 -0.014854999999999998 0.07906500000000001 -0.33811499999999994 0.012315000000000001 -9.4999999999999992e-05 -0.049999999999999996 0.086390000000000008 -0.10726999999999999 0.082135000000000014 0.083000000000000018 0.40422000000000008 0.084065000000000015 0.086565000000000017 -0.016079999999999994 -0.073254999999999987
decision_type=2 2 2 2 2 2 2 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 19 23 -5 8 -7 -8 -6 -2 12 -12 -1 -13 15 -14 17 -17 -11 20 -3 22 -22 -4 -24 -10 -23 -20
right_child=9 2 3 4 5 6 7 -9 25 18 11 13 14 -15 -16 16 -18 -19 27 -21 21 26 24 -25 -26 -27 -28 -29
leaf_value=0.028724770033568828 -0.0022067280109316209 0.01202127620895896 0.03155735168725908 0.0078078333429419701 0.0080845863590788321 -0.0022205434579355603 0.0079348198537057598 0.022666228866969462 0.015727011440134275 0.00068925484790572408 0.017797065793980084 0.010874189471142371 0.020029136094495865 -0.0076088614491816109 0.023057245860359534 0.01028918570956242 -0.0091255269391218048 0.024755020633394853 0.0084242417481169372 0.032131326603364936 0.011353944852189954 0.023351885259371073 0.03015400017301223 0.018208403663031079 0.021154270115754714 0.020927058187896416 0.035215344650140999 0.017276873529287827
leaf_weight=54 66 58 63 85 61 53 89 85 227 53 97 58 69 54 64 128 52 55 56 52 99 52 79 52 275 735 68 56
leaf_count=54 66 58 63 85 61 53 89 85 227 53 97 58 69 54 64 128 52 55 56 52 99 52 79 52 275 735 68 56
internal_value=0 0.0178908 0.0191666 0.0176339 0.0169517 0.0175721 0.0110799 0.0151415 0.0190109 0.005766 0.0135755 0.00931167 0.015683 0.00194668 0.0137644 0.011802 0.00937879 0.0146467 0.00896598 0.0224179 0.0216146 0.0225825 0.0205899 0.0255369 0.0231678 0.0197019 0.0300895 0.0128666
internal_weight=0 2764 2133 1450 1335 1250 227 174 1023 231 631 209 422 112 368 304 235 183 165 683 631 573 453 115 354 962 120 112
internal_count=2995 2764 2133 1450 1335 1250 227 174 1023 231 631 209 422 112 368 304 235 183 165 683 631 573 453 115 354 962 120 112
is_linear=0
shrinkage=0.16829


Tree=5288
num_leaves=28
num_cat=0
split_feature=2 14 14 12 16 123 16 3 3 123 16 131 13 457 16 2 3 12 12 2 131 3 13 13 13 2 13
split_gain=0.920876 0.528113 0.36811 0.522494 0.259523 0.277224 0.361986 0.250373 0.333715 0.227903 0.295336 0.227037 0.191122 0.170559 0.156483 0.299974 0.42042 0.20754 0.213204 0.211795 0.123085 0.108609 0.137235 0.100249 0.0759341 0.0425508 0.0219784
threshold=0.11366500000000002 0.073890000000000011 -0.13131999999999996 0.023990000000000004 0.12992000000000004 0.084880000000000025 -0.0094449999999999968 0.13772500000000001 -0.11749 0.08901000000000002 -0.080419999999999978 0.08518000000000002 -0.41895499999999991 0.083585000000000007 0.08215500000000002 0.098180000000000003 -0.086064999999999989 0.099170000000000022 0.10508500000000001 0.083595000000000017 0.11130500000000002 -0.082234999999999989 -0.076614999999999975 -0.0073899999999999999 0.080625000000000016 0.088905000000000026 -0.013424999999999998
decision_type=2 2 2 2 2 2 2 2 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 13 8 -2 10 -10 14 -9 -4 17 16 -16 19 -19 -5 21 26 -23 -12 -17 -22 -13
right_child=7 -3 3 11 -6 -7 -8 12 9 -11 23 20 -14 -15 15 24 -18 18 -20 -21 25 22 -24 -25 -26 -27 -28
leaf_value=0.02879241740505617 -0.0015141990201622021 0.027635265233355574 0.0056779034287665949 0.019290004226646562 0.01787390605698963 0.015637574376731109 -0.0047161508234380275 0.0072607772316872349 0.02292705725041717 0.0026790140227232169 0.0055560875051396327 0.02845444626734148 -0.0061136740105975406 0.016617053820402749 0.034453652656562007 0.00801747487521501 0.014355285834907288 0 0.012483314205893071 0.013795021837998417 0.012620990685804146 0.023097012964345971 0.012226377781937114 0.014462065167557752 0.017035162205354195 0.018956087918675694 0.023258646291534305
leaf_weight=53 63 96 148 261 85 91 79 61 77 59 73 53 60 56 62 54 57 53 144 864 75 81 57 72 54 54 53
leaf_count=53 63 96 148 261 85 91 79 61 77 59 73 53 60 56 62 54 57 53 144 864 75 81 57 72 54 54 53
internal_value=0 0.0153705 0.014886 0.0145757 0.0094645 0.00754846 0.00494102 0.00721418 0.00953054 0.0120132 0.0144858 0.0157954 0.00061397 0.00868961 0.0148929 0.0189983 0.0248418 0.0141866 0.00912456 0.0150715 0.0195382 0.0217785 0.01862 0.00999076 0.012543 0.0152868 0.0258735
internal_weight=0 2530 2434 2381 459 374 283 465 344 281 222 1922 121 204 1549 227 119 1322 197 1125 373 244 138 145 108 129 106
internal_count=2995 2530 2434 2381 459 374 283 465 344 281 222 1922 121 204 1549 227 119 1322 197 1125 373 244 138 145 108 129 106
is_linear=0
shrinkage=0.16829


Tree=5289
num_leaves=26
num_cat=0
split_feature=1 12 1 3 14 47 159 0 12 1 1 1 0 3 457 3 13 13 16 474 16 160 0 0 0
split_gain=14.8504 3.82497 2.21884 2.05981 0.957688 0.787414 0.72295 0.688036 0.660532 0.590484 0.518383 0.506307 0.505713 0.411124 0.351952 0.504082 0.338915 0.292058 0.290331 0.293526 0.280814 0.245799 0.207846 0.154684 0.134132
threshold=0.11690500000000002 0.056995000000000011 0.092485000000000026 -0.049204999999999992 0.073890000000000011 0.085585000000000008 0.083310000000000009 -0.11742499999999999 0.098595000000000016 1.0000000180025095e-35 0.085780000000000009 0.13074500000000003 -0.049024999999999992 -0.088314999999999991 0.084740000000000024 -0.005644999999999999 -0.083354999999999985 0.15867500000000004 -0.083614999999999981 0.089165000000000008 -0.11082499999999999 -0.060659999999999992 -0.0033699999999999993 -0.084324999999999997 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 12 7 11 14 -3 13 -1 -11 -5 -2 16 15 -4 -9 21 23 -20 -13 -10 -18 -15 -23
right_child=3 4 6 5 -6 -7 -8 8 17 10 -12 20 -14 18 -16 -17 22 -19 19 -21 -22 24 -24 -25 -26
leaf_value=0.0011708724504893146 0.0013137218352996353 0.0011303897433284301 0.00091081263309988859 0.00070310008126356924 0.0018438699631159081 0.00087974009861039129 0.00060296146960751005 0.0018352561749829729 0.0011157884902382928 0.001744649254822712 0.001348694010410265 0.0004768428612397219 0.00086313642520439722 0.0014987315619558737 0.00080575984665713521 0.0012659340683301389 0.0015063326872764812 0.0015556829066356087 0.0014018728631808607 0.0016207358582785061 0.00018699899880490032 0.0011913275976827972 0.0017253649711655014 0.0016645372845414215 0.0013890856779537463
leaf_weight=93 55 72 81 65 70 63 53 52 71 61 92 86 55 304 58 97 281 54 728 76 64 52 60 83 169
leaf_count=93 55 72 81 65 70 63 53 52 71 61 92 86 55 304 58 97 281 54 728 76 64 52 60 83 169
internal_value=0 0.00139834 0.00114929 0.000706198 0.00146263 0.000554702 0.000952831 0.00144928 0.00146116 0.00137994 0.00150679 0.000459295 0.00108875 0.00148987 0.00103125 0.00110453 0.00158347 0.00132959 0.00145896 0.00142261 0.000353411 0.00128766 0.00154498 0.00153438 0.00134271
internal_weight=0 2607 535 388 2072 278 289 2002 1930 246 153 215 110 1584 236 178 393 346 1191 804 150 292 341 387 221
internal_count=2995 2607 535 388 2072 278 289 2002 1930 246 153 215 110 1584 236 178 393 346 1191 804 150 292 341 387 221
is_linear=0
shrinkage=0.0032998


Tree=5290
num_leaves=18
num_cat=0
split_feature=48 157 15 16 48 49 15 9 34 151 402 133 14 16 48 13 16
split_gain=0.269973 0.475349 0.247238 0.275369 0.233998 0.244494 0.632047 0.255133 0.171539 0.190966 0.203083 0.297254 0.185044 0.15594 0.135453 0.159982 0.129806
threshold=0.087550000000000017 -0.0041249999999999993 -0.069034999999999985 -0.14879499999999998 0.085635000000000017 -0.032624999999999994 -0.040504999999999992 1.0000000180025095e-35 -0.0079449999999999989 -0.17220499999999997 0.012085000000000002 -0.10210999999999999 -0.24168999999999999 -0.0032799999999999995 0.091005000000000016 -0.060719999999999989 -0.0060749999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 -1 8 -7 -10 12 -12 -11 14 -5 -16 -8
right_child=1 2 -4 13 -6 7 16 -9 9 10 11 -13 -14 -15 15 -17 -18
leaf_value=-0.0068402105592364013 0.022454603400742307 -0.00047177853564113437 -0.0029398546642721048 0.0021203989011353425 0.022957864762693739 0.0035008467308768674 0.01707016956065889 0.023114463530263831 0.023447882182606797 0.020737241198404328 0.024192298136015193 0.013297167066608802 0.011985354611081979 0.019276703647255047 0.0065377461637912736 0.017053172845188702 0.0066893761212372983
leaf_weight=62 63 76 63 60 68 52 96 75 52 72 108 211 1656 52 88 78 54
leaf_count=62 63 76 63 60 68 52 96 75 52 72 108 211 1656 52 88 78 54
internal_value=0 0.00881719 0.00675255 0.00848254 0.0131866 0.0129133 0.00743335 0.0134344 0.0130961 0.0133329 0.0130751 0.0169914 0.0123511 0.0109369 0.00901012 0.0114896 0.0133451
internal_weight=0 480 417 354 2506 2438 212 2226 2151 2099 2047 319 1728 278 226 166 150
internal_count=2986 480 417 354 2506 2438 212 2226 2151 2099 2047 319 1728 278 226 166 150
is_linear=0
shrinkage=0.16829


Tree=5291
num_leaves=29
num_cat=0
split_feature=4 3 3 123 0 4 3 4 4 3 0 0 52 124 16 4 0 16 159 0 3 1446 51 4 0 16 0 133
split_gain=32.4144 13.5584 4.51448 4.98357 2.40207 2.39376 1.42013 1.41416 2.12947 2.67763 1.47378 0.897959 2.15745 0.851301 0.504688 0.495372 0.729797 0.420366 0.408631 0.369529 1.34978 0.326808 0.321301 0.28465 0.395746 0.265688 0.25536 0.160551
threshold=0.27644500000000005 -0.059315 0.30863500000000005 1.0000000180025095e-35 -0.14867499999999997 0.052250000000000012 -0.11749 -0.37626499999999991 -0.0023699999999999997 0.094635000000000011 -0.14720499999999997 -0.046614999999999997 -0.54533999999999982 -0.082024999999999987 -0.044939999999999987 -0.082199999999999981 -0.086274999999999977 -0.069994999999999988 0.085345000000000018 -0.10998999999999999 0.12955000000000003 0.037915000000000011 -0.015619999999999997 0.064860000000000015 -0.096849999999999978 -0.089369999999999991 -0.060454999999999995 0.084965000000000013
decision_type=2 2 2 2 2 2 2 2 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 -1 11 -2 -3 10 14 -9 15 -13 -5 -10 16 25 -18 23 20 -8 22 -17 -7 -25 -6 -21 -23
right_child=6 2 -4 13 5 18 19 8 9 -11 -12 12 -14 -15 -16 21 17 -19 -20 26 -22 27 -24 24 -26 -27 -28 -29
leaf_value=0.0027571297308648774 0.0013068818520597561 0.002230157587833982 0.00067983681894144739 0.00093118235978697605 0.0023646378846092935 0.0015359926383394916 0.0012264954945378197 0.0018574805902703353 0.0020547791499919135 0.0013611603358488248 0.0011380621219974308 0.0024292784634819854 0.0016001909709469325 0.0014683144751055127 0.0024600728023488512 0.0022512617267227888 0.0022843256729091588 0.0019846014872822969 0.0020475085932873172 0.00053004656913713038 0.00052091808325655507 0.0022168027720905347 0.0021103048258419234 0.0016447965440269539 0.0020388924747009678 0.0027083590744465193 0.00083101639150512884 0.0024608961459609401
leaf_weight=69 77 88 54 86 52 57 69 52 98 58 78 56 89 52 53 235 213 70 62 69 52 77 841 62 53 52 57 55
leaf_count=69 77 88 54 86 52 57 69 52 98 58 78 56 89 52 53 235 213 70 62 69 52 77 841 62 53 52 57 55
internal_value=0 0.00202052 0.00159247 0.00167963 0.0021502 0.00212897 0.000914901 0.00185594 0.0017587 0.00196541 0.0014261 0.00217121 0.00192063 0.00113384 0.00219727 0.00219397 0.00229815 0.00221031 0.00181471 0.000792562 0.000923563 0.00216056 0.00214112 0.00173059 0.00182673 0.00253684 0.000666479 0.00231878
internal_weight=0 2662 619 565 2043 1974 324 427 339 209 130 1740 145 138 151 1595 387 283 234 247 121 1208 1076 172 115 104 126 132
internal_count=2986 2662 619 565 2043 1974 324 427 339 209 130 1740 145 138 151 1595 387 283 234 247 121 1208 1076 172 115 104 126 132
is_linear=0
shrinkage=0.0032998


Tree=5292
num_leaves=14
num_cat=0
split_feature=40 42 0 40 12 3 9 41 16 42 484 3 484
split_gain=0.286671 0.323955 0.421267 0.244881 0.382675 0.288874 0.348496 0.339169 0.228118 0.279157 0.195598 0.338766 0.217168
threshold=-0.034699999999999988 -0.032499999999999994 -0.018054999999999998 1.0000000180025095e-35 -0.014854999999999998 0.28833000000000003 0.084755000000000011 0.079395000000000007 -0.44388499999999992 0.0069650000000000016 -0.077104999999999993 -0.085744999999999988 -0.063239999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 -2 6 7 10 -3 -10 11 -6 -12
right_child=3 2 -4 -5 5 -7 -8 -9 9 -11 12 -13 -14
leaf_value=0.018627824748715358 0.026274682202897363 0.0096119785283099377 0.016211709896398464 0.0035545158881339117 0.025150633438435537 0.00063242283213719216 0.025065713771850639 0.0013159820241095074 -0.012032084191347167 0.0034980756539461106 0.0016405487188797172 0.012983912331271635 0.012305685849373268
leaf_weight=54 57 52 62 88 92 59 62 78 60 72 56 224 1970
leaf_count=54 57 52 62 88 92 59 62 78 60 72 56 224 1970
internal_value=0 0.0068146 0.00421415 0.0123139 0.0126099 0.0123027 0.0125794 0.0122587 0.000161735 -0.00354748 0.0126224 0.0165318 0.0120118
internal_weight=0 300 246 2686 2598 2541 2482 2420 184 132 2342 316 2026
internal_count=2986 300 246 2686 2598 2541 2482 2420 184 132 2342 316 2026
is_linear=0
shrinkage=0.16829


Tree=5293
num_leaves=18
num_cat=0
split_feature=4 3 123 14 43 4 15 3 130 124 16 151 130 16 16 11 3
split_gain=10.4318 2.81341 1.95858 0.652018 0.628842 0.705537 0.499187 0.648517 0.467786 0.460592 0.447136 0.887829 0.335047 0.605538 0.32197 0.0497729 0.000560862
threshold=0.27420500000000009 0.18595000000000003 1.0000000180025095e-35 -0.10523499999999998 -0.22491499999999998 -0.40515499999999993 -0.14868999999999996 0.095880000000000007 0.097180000000000016 -0.083859999999999976 -0.49353499999999995 -0.030624999999999996 0.0016050000000000003 -0.037309999999999989 0.25137500000000007 0.08184000000000001 0.0025650000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 12 14 -7 8 -8 -4 11 -5 13 -1 -6 -16 -13
right_child=3 -3 9 10 5 6 7 -9 -10 -11 -12 16 -14 -15 15 -17 -18
leaf_value=0.0012490587460687644 0.0008856308131909152 0.00061572808616071068 0.00071872824400941626 0.00035759487463258194 0.0017497231363082632 0.0015471383395321732 0.0013201079147683668 0.0009752078094881426 0.0010975574008884176 0.0010997102036099237 0.00032551217344083344 0.00086411757074469886 0.0013222804578932191 0.00076333004173560271 0.0013502186977283313 0.0015059801809629598 0.0008140255450632426
leaf_weight=57 92 70 71 70 53 92 1845 67 111 69 66 52 57 56 52 54 52
leaf_count=57 92 70 71 70 53 92 1845 67 111 69 66 52 57 56 52 54 52
internal_value=0 0.00126945 0.00128715 0.000648789 0.00130892 0.00132348 0.00130743 0.00129651 0.0013075 0.00090675 0.000557852 0.000645779 0.00111402 0.00100866 0.00153673 0.0014299 0.00083941
internal_weight=0 2654 2584 332 2444 2274 2115 2023 1956 140 240 174 170 113 159 106 104
internal_count=2986 2654 2584 332 2444 2274 2115 2023 1956 140 240 174 170 113 159 106 104
is_linear=0
shrinkage=0.0032998


Tree=5294
num_leaves=21
num_cat=0
split_feature=4 40 12 150 12 10 0 0 0 0 4 4 12 0 123 4 15 481 11 15
split_gain=22.8068 7.95614 2.65438 3.19476 2.08368 1.85232 1.55094 1.42437 2.38207 1.20296 0.915741 2.66282 0.721247 0.812269 0.684256 0.351337 0.299973 0.259041 0.248657 0.112173
threshold=0.31392000000000003 -0.034699999999999988 0.056995000000000011 0.083680000000000018 0.11697000000000002 -1.0000000180025095e-35 -0.14920999999999998 -0.105195 -0.037444999999999992 -0.14680499999999999 -0.40515499999999993 -0.019465 0.09253500000000002 -0.11073999999999999 0.08406000000000001 0.053330000000000009 -0.19153499999999998 -0.051484999999999996 0.08184000000000001 -0.069034999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 6 9 -1 -3 16 -9 -4 -8 -12 13 -11 -7 18 -2 -15 -14 -17
right_child=7 2 4 -5 -6 14 10 8 -10 12 11 -13 15 17 -16 19 -18 -19 -20 -21
leaf_value=0.00054905261151969541 0.0011768933083331932 0.0020245689756694324 0.0022716409049544652 0.0009024109309081626 0.0013372078885407596 0.0015756835663516308 0.001803035302145616 0.00023265917128257536 0.0010043166314146004 0.0014863155408955937 0.00081322234908876414 0.0017271612012182832 0.0017401992793207469 0.002003479370344593 0.0011037378311975347 0.0016573051991576402 0.00086351101242354556 0.0018621162746082667 0.0019831531593226585 0.001441123657838934
leaf_weight=53 69 90 66 76 98 52 76 99 78 60 59 85 506 173 97 63 67 1014 53 52
leaf_count=53 69 90 66 76 98 52 76 99 78 60 59 85 506 173 97 63 67 1014 53 52
internal_value=0 0.00171014 0.00176164 0.00150973 0.00180826 0.00108004 0.0016585 0.000768487 0.000572911 0.00183147 0.00150859 0.00135294 0.00181633 0.0018637 0.00126868 0.00172864 0.00102277 0.00188275 0.0017633 0.00155986
internal_weight=0 2673 2471 386 2085 202 310 313 177 1987 220 144 1921 1247 149 674 136 1187 559 115
internal_count=2986 2673 2471 386 2085 202 310 313 177 1987 220 144 1921 1247 149 674 136 1187 559 115
is_linear=0
shrinkage=0.0032998


Tree=5295
num_leaves=19
num_cat=0
split_feature=30 2 130 0 401 0 474 43 484 3 3 1427 1213 0 51 3 2 3
split_gain=0.476645 0.468919 0.365373 0.261763 0.422116 0.635 0.391357 0.362328 0.310919 0.297743 0.431233 0.274164 0.244142 0.195535 0.183377 0.144745 0.0927547 0.187999
threshold=0.083930000000000018 0.14132000000000003 0.10378500000000002 -0.084444999999999978 0.079655000000000017 -0.079324999999999993 0.084710000000000021 -0.24698999999999996 0.085640000000000008 0.11878500000000002 0.0025650000000000004 0.082040000000000016 -0.077324999999999991 -0.087544999999999998 -0.065634999999999985 -0.079954999999999984 0.25063000000000007 0.11269500000000002
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 7 -6 8 -5 9 10 -1 12 -9 -10 -8 -4 17 -3
right_child=-2 16 15 4 5 -7 14 11 13 -11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.011205402139966439 -0.00043928238424939834 5.8394028859140748e-05 0.010183950145730508 0.029606795206132162 0.017391140931573762 -0.0061294773418450804 -0.0046823570509149084 0.022615680585802815 0.027908745618955691 0.0019027471008545137 0.022325291961420246 0.027316850009330023 0.014043296693948827 0.013599684122277791 0.0087599174607973593 -0.0018812218039723043 -0.001094874814341638 0.013526231160788426
leaf_weight=808 83 58 52 54 67 63 55 105 58 81 113 53 978 52 60 61 62 60
leaf_count=808 83 58 52 54 67 63 55 105 58 81 113 53 978 52 60 61 62 60
internal_value=0 0.012478 0.0130408 0.0134565 0.0151061 0.00597887 0.0116805 0.0161016 0.0126474 0.011711 0.0125717 0.0154581 0.0148761 0.0211608 0.00231538 0.00365499 0.00415044 0.00692167
internal_weight=0 2840 2660 2547 1320 130 1227 1190 1112 1002 921 1136 1083 110 115 113 180 118
internal_count=2923 2840 2660 2547 1320 130 1227 1190 1112 1002 921 1136 1083 110 115 113 180 118
is_linear=0
shrinkage=0.16829


Tree=5296
num_leaves=12
num_cat=0
split_feature=97 1210 2 1428 44 15 456 484 150 159 15
split_gain=0.570158 0.366968 0.223271 0.198868 0.201475 0.207329 0.199905 0.221605 0.356397 0.24947 0.1911
threshold=-0.0047149999999999996 -0.065674999999999983 0.087815000000000018 0.093475000000000016 1.0000000180025095e-35 0.15555500000000003 -0.039309999999999991 0.021395000000000001 0.089810000000000015 -0.022294999999999995 0.085260000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 4 5 6 -3 8 -8 -9 -2
right_child=1 3 -4 -5 -6 -7 7 9 -10 -11 -12
leaf_value=-0.0051386322390283862 0.015500240863767854 0.019736179908651806 0.0094638863889913334 0.020004166066058079 0.020149474211658008 -0.00047013649758345503 0.0094819948841887349 0.0044725349437947188 0.0011550991570223354 0.015394613828079029 0.02957014364648285
leaf_weight=68 56 56 57 55 52 57 1928 74 158 307 55
leaf_count=68 56 56 57 55 52 57 1928 74 158 307 55
internal_value=0 0.0104363 0.0180798 0.00995769 0.00974707 0.00953671 0.0097635 0.0095364 0.00885215 0.013278 0.022488
internal_weight=0 2855 168 2687 2632 2580 2523 2467 2086 381 111
internal_count=2923 2855 168 2687 2632 2580 2523 2467 2086 381 111
is_linear=0
shrinkage=0.16829


Tree=5297
num_leaves=18
num_cat=0
split_feature=1 52 2 2 2 4 2 40 3 3 4 0 1 1453 4 4 2
split_gain=21.5529 4.36114 2.84776 1.73336 2.24895 1.54217 1.16471 0.944382 0.889065 0.881003 0.497397 0.546667 0.873962 0.580392 0.499389 0.383095 0.198717
threshold=0.10442000000000001 -0.41694999999999993 0.13913500000000004 -1.0000000180025095e-35 1.0000000180025095e-35 0.27020000000000005 0.12414000000000001 -0.034699999999999988 -0.014924999999999999 -0.015474999999999997 -0.50393499999999991 -0.13843999999999998 0.085410000000000014 -0.075794999999999987 0.052250000000000012 0.50541500000000006 0.11523000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 8 -5 6 7 -1 -3 -6 -9 12 -12 -13 -15 -4 -11
right_child=1 2 15 4 9 -7 -8 10 -10 16 11 13 -14 14 -16 -17 -18
leaf_value=0.00085182682507845312 0.0012190043923057837 0.00046173499842868266 0.00011759416177816168 0.0010982458810895705 0.00019677807619101687 0.00062509379831704871 0.00074843054986812371 0.0014554080907482397 -0.00010127970571342836 0.0007714168241535138 0.0015751001899576697 0.00085349940487897472 0.0010985602539499938 0.001193295795804065 0.00099549333505400566 -0.000220740239388294 0.00051596884680299427
leaf_weight=94 75 61 98 86 82 60 72 76 61 61 94 64 77 1573 155 58 76
leaf_count=94 75 61 98 86 82 60 72 76 61 61 94 64 77 1573 155 58 76
internal_value=0 0.000469803 0.000373362 0.00051276 0.000645773 0.00114834 0.00116256 0.00117652 0.000179939 0.000467928 0.00119147 0.00118124 0.00136072 0.00116409 0.00117557 -7.97102e-06 0.000629966
internal_weight=0 658 583 427 305 2265 2205 2133 122 219 2039 1963 171 1792 1728 156 137
internal_count=2923 658 583 427 305 2265 2205 2133 122 219 2039 1963 171 1792 1728 156 137
is_linear=0
shrinkage=0.0032998


Tree=5298
num_leaves=26
num_cat=0
split_feature=3 0 12 10 1447 160 160 13 402 160 160 13 3 1204 403 12 0 3 0 484 402 13 12 160 402
split_gain=0.341279 0.333791 0.495556 0.368145 0.329126 0.313387 0.346056 0.309629 0.387318 0.300284 0.3447 0.376327 0.29807 0.218234 0.273615 0.201093 0.240481 0.273501 0.274743 0.232297 0.204031 0.154558 0.153624 0.320303 0.131618
threshold=-0.073614999999999986 0.056895000000000008 -0.16423499999999996 -1.0000000180025095e-35 -0.085574999999999984 0.051580000000000008 0.088935000000000014 -0.092844999999999997 0.073745000000000019 -0.086284999999999987 -0.071204999999999991 -0.0085449999999999988 0.084670000000000009 -0.079324999999999993 -0.083219999999999975 0.084270000000000012 -0.079864999999999978 -0.081574999999999995 -0.088794999999999985 -0.010124999999999999 0.087790000000000021 -0.13871999999999998 0.081685000000000021 -0.013164999999999998 -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 2 2 2 2
left_child=4 2 -2 -4 -1 9 -7 8 21 12 -11 -12 -5 14 -9 22 17 19 -19 -17 24 -6 -15 -24 -18
right_child=1 -3 3 5 7 6 -8 13 -10 10 11 -13 -14 15 -16 16 20 18 -20 -21 -22 -23 23 -25 -26
leaf_value=0.00096447334300741466 0.022434452605123056 -0.0064897107198927306 -0.0033054505064595268 0.0066921945811247658 0.0062599345385493553 0.022996350468471514 0.0074254901515399957 0.012458910191360462 0.017146735320170151 -0.0084564584876630766 0.010152216593681701 0.00069873603745207523 0.021735350926675102 0.011811227109552779 -0.0043350627089974838 -0.001806271544132711 0.0066155623002310997 0.0065520798697824767 0.019333185545933527 0.0088495841891283508 0.024334688637893169 -0.0047408276871201945 0.012658039135395397 0.031159329255234014 0.01438753415737018
leaf_weight=99 58 52 99 100 66 71 95 58 52 56 242 236 60 79 52 66 74 75 133 459 52 80 55 52 402
leaf_count=99 58 52 99 100 66 71 95 58 52 56 242 236 60 79 52 66 74 75 133 459 52 80 55 52 402
internal_value=0 0.00664318 0.00731645 0.00640024 0.0104251 0.00751961 0.0140961 0.0109578 0.00467434 0.00594396 0.0040228 0.00548857 0.0123446 0.0117556 0.00450361 0.0123057 0.0115396 0.0095597 0.0147333 0.00750657 0.0142847 0.000219814 0.0174901 0.0216661 0.0131831
internal_weight=0 1069 1017 959 1854 860 166 1755 198 694 534 478 160 1557 110 1447 1261 733 208 525 528 146 186 107 476
internal_count=2923 1069 1017 959 1854 860 166 1755 198 694 534 478 160 1557 110 1447 1261 733 208 525 528 146 186 107 476
is_linear=0
shrinkage=0.16829


Tree=5299
num_leaves=29
num_cat=0
split_feature=4 3 2 124 2 11 14 16 133 3 16 4 4 2 0 4 2 2 2 16 403 3 3 0 133 4 133 13
split_gain=16.4036 4.59723 1.69729 1.25342 1.07924 1.09398 1.04716 0.900311 0.719991 0.654185 0.976007 0.549278 1.1733 0.902224 0.373095 0.371556 0.366183 0.372209 0.300073 0.381527 0.304497 0.300414 0.269302 0.265188 0.218288 0.154566 0.142593 0.0972643
threshold=0.31392000000000003 -0.044539999999999989 0.14132000000000003 -0.027784999999999997 0.097005000000000022 0.080070000000000016 -0.45687499999999998 -0.42170999999999997 0.086975000000000011 -0.097199999999999995 0.25032500000000008 -0.22295999999999996 -0.019465 0.086365000000000011 -0.049024999999999992 0.016670000000000001 0.14019000000000004 0.10773000000000001 0.087605000000000002 -0.078504999999999991 -0.17184499999999997 -0.084014999999999992 -0.080914999999999987 -0.088659999999999989 0.11124000000000002 0.053925000000000008 0.086885000000000004 -0.039559999999999991
decision_type=2 2 2 2 2 2 2 2 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 14 -2 16 -3 10 -6 -5 -13 -14 18 -15 17 -8 19 20 -1 26 -11 -23 -21 27 -20 -24
right_child=6 2 -4 11 9 -7 7 -9 -10 22 -12 12 13 15 -16 -17 -18 -19 21 24 -22 23 25 -25 -26 -27 -28 -29
leaf_value=0.0014618521014906217 0.00060627852217287116 0.00073863245762648643 0.00024771308853665088 0.0011660019309821957 0.00042759631704995799 0.001589788623924645 0.00016631271126396393 -0.00024570643768518236 0.00025066662829664608 0.0011897883934169091 0.0010002338732361816 0.00045174403181678029 0.0012736182103271997 0.0006642299300534556 0.00084666539438469832 0.0010044338299117386 -1.1250114736195629e-06 0.0004957551647027939 0.0008840082200228446 0.0011319077835260484 0.0012005801083920277 0.00098308133864900339 0.0011043769437218574 0.0012020754564303451 0.00094835450192172802 0.00082334698729853522 0.001054917256762889 0.0009289503109590685
leaf_weight=57 65 91 63 82 57 56 81 53 52 88 76 61 72 78 54 65 52 70 110 448 397 90 83 198 87 59 112 66
leaf_count=57 65 91 63 82 57 56 81 53 52 88 76 61 72 78 54 65 52 70 110 448 397 90 83 198 87 59 112 66
internal_value=0 0.00102285 0.000758989 0.000823211 0.00109586 0.00113518 0.000232091 0.000136945 0.000561437 0.000948298 0.000755083 0.000927676 0.000856742 0.000971484 0.00111876 0.000819114 0.000237023 0.000319268 0.00112854 0.00116245 0.00123346 0.00106272 0.001035 0.00113376 0.00110212 0.000969336 0.000970391 0.00102691
internal_weight=0 2602 564 501 2038 1609 321 256 143 429 133 358 276 215 1553 143 203 151 1499 989 454 510 296 288 535 208 222 149
internal_count=2923 2602 564 501 2038 1609 321 256 143 429 133 358 276 215 1553 143 203 151 1499 989 454 510 296 288 535 208 222 149
is_linear=0
shrinkage=0.0032998


Tree=5300
num_leaves=34
num_cat=0
split_feature=1 3 1 51 1 49 12 12 1 13 16 43 42 12 49 40 160 1 1 12 51 15 160 160 43 3 132 51 43 16 13 13 1
split_gain=14.4793 3.94839 1.05704 0.844414 0.729517 1.37434 0.966983 0.61049 0.592853 0.587837 0.496738 0.430537 0.409988 0.327919 0.29258 0.335929 0.259674 0.298867 0.475885 0.555034 0.414851 0.241052 0.219655 0.19762 0.197532 0.279896 0.175394 0.162501 0.157252 0.149196 0.120236 0.258899 0.0381493
threshold=0.10398500000000001 -0.036264999999999992 0.12257000000000003 0.10636000000000001 0.089625000000000024 -0.014479999999999998 0.091290000000000024 0.089585000000000012 0.13472500000000001 -0.11210999999999999 0.054560000000000004 -0.080104999999999996 0.09087000000000002 0.086565000000000017 -0.019034999999999996 -0.061244999999999994 0.10446500000000002 0.087055000000000007 0.074220000000000022 0.085425000000000015 -1.0000000180025095e-35 -0.044884999999999994 -0.015149999999999999 -0.08292999999999999 -0.040494999999999996 -0.080114999999999978 0.089275000000000007 -0.013334999999999998 -0.070414999999999991 -0.080419999999999978 -0.026489999999999996 -0.066209999999999991 0.08844500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 7 8 6 -6 16 -2 14 -10 26 -7 -9 -13 -3 -16 17 18 22 20 -20 -12 23 -1 -15 -26 28 -24 29 -8 31 -30 -19
right_child=1 3 -4 -5 5 11 10 12 9 -11 21 13 -14 24 15 -17 -18 32 19 -21 -22 -23 27 -25 25 -27 -28 -29 30 -31 -32 -33 -34
leaf_value=0.0014883453952662911 0.0010055479515264486 0.00056191603684389337 0.00083742326952027384 0.0010344626390339799 0.00095499746206560091 0.0011879517822462021 0.0014048914760519441 0.0015668801468872958 0.00070266402910824683 0.00024747494729513943 0.0012916479929475546 0.0012590547321625904 0.0012047173825327192 0.0014010148478607804 0.001009913074738281 0.0006723043429358674 0.0013360864050473151 0.0012776360253162263 0.001618729134349662 0.0014309482621277221 0.0020303960692875768 0.001032843005217854 0.0017208641224507573 0.0013061544243324103 0.0018043261706798294 0.0014777917221529397 0.0012213078723482798 0.0015251658271514003 0.0013055984681638187 0.0016506111507450609 0.0012832838848232449 0.0015793373208553524 0.0014170695230853393
leaf_weight=226 53 86 70 60 97 81 55 87 52 77 102 65 58 79 55 80 96 53 52 57 58 67 54 97 52 69 53 534 80 60 92 76 52
leaf_count=226 53 86 70 60 97 81 55 87 52 77 102 65 58 79 55 80 96 53 52 57 58 67 54 97 52 69 53 534 80 60 92 76 52
internal_value=0 0.000875721 0.00118736 0.000671933 0.0014244 0.00130326 0.00145317 0.00131089 0.000609684 0.000431235 0.00134149 0.0014008 0.00142226 0.00146572 0.000713687 0.00081011 0.00150423 0.00151785 0.00153445 0.00169803 0.00183611 0.00118925 0.00150443 0.00143374 0.00153272 0.00161841 0.00140325 0.0015432 0.00142971 0.0015334 0.00138149 0.00143918 0.00134702
internal_weight=0 678 268 410 2307 443 1864 198 350 129 585 346 145 265 221 135 1279 1183 1078 167 110 169 911 323 200 121 416 588 363 115 248 156 105
internal_count=2985 678 268 410 2307 443 1864 198 350 129 585 346 145 265 221 135 1279 1183 1078 167 110 169 911 323 200 121 416 588 363 115 248 156 105
is_linear=0
shrinkage=0.0032998


Tree=5301
num_leaves=26
num_cat=0
split_feature=1 2 14 1 47 16 1 47 2 1 16 2 49 42 2 1 16 16 42 159 43 2 2 16 43
split_gain=22.5136 5.13852 2.0831 1.29635 1.26913 1.2638 1.07816 0.950887 1.14429 0.811018 0.834311 0.724747 0.384761 0.362183 0.357821 0.630375 0.5037 0.740793 0.398743 0.391682 0.310202 0.222691 0.205921 0.113016 0.0841419
threshold=0.12122500000000001 0.10523 0.073890000000000011 0.095435000000000006 0.085585000000000008 0.51041000000000014 0.09258000000000001 0.078345000000000012 -0.007134999999999999 0.13472500000000001 -0.11082499999999999 0.12173500000000002 -0.014479999999999998 0.08845500000000002 0.089795000000000014 0.083670000000000008 0.0060400000000000011 -0.00017499999999999997 0.085495000000000015 0.011235000000000002 0.066010000000000013 1.0000000180025095e-35 0.11693000000000002 -0.029134999999999998 -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 2
left_child=1 2 3 14 9 6 11 8 -5 -2 -11 23 -8 -9 16 19 17 20 -18 24 -1 -10 -14 -3 -16
right_child=4 5 -4 7 -6 -7 12 13 21 10 -12 -13 22 -15 15 -17 18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0013781396739116643 0.00049704197739232738 0.0012759591614026561 0.0018549184705567668 0.00062319446781474894 0.00069764576632078362 0.0013117310240995887 0.00054856224228715729 0.0015491702344545106 0.0012725648481869364 0.00027866688510275964 -0.0002117885618210414 0.00076390968294083182 0.00098006921920075441 0.0011773989839504949 0.0011807025727814482 0.00095849651507293936 0.0013652108261363622 0.0017489897039676776 0.00099689157621642025 0.0015181417605669278 0.0015981037359193903 0.0009950932991816821 0.000710754410977775 0.0010779649469098188 0.0013078094372668614
leaf_weight=910 74 86 85 63 79 100 80 60 82 92 64 60 62 57 76 56 73 70 59 99 78 54 65 55 346
leaf_count=910 74 86 85 63 79 100 80 60 82 92 64 60 62 57 76 56 73 70 59 99 78 54 65 55 346
internal_value=0 0.00127749 0.00134753 0.00132681 0.000336612 0.00097852 0.000896764 0.00113149 0.000992046 0.000212452 7.72286e-05 0.00106928 0.000729076 0.00136835 0.00136172 0.00129344 0.0013948 0.00141896 0.00120085 0.00132937 0.00139554 0.00116265 0.000842508 0.00119898 0.001285
internal_weight=0 2676 2168 2083 309 508 408 316 199 230 156 201 207 117 1767 577 1190 1058 132 521 988 136 127 141 422
internal_count=2985 2676 2168 2083 309 508 408 316 199 230 156 201 207 117 1767 577 1190 1058 132 521 988 136 127 141 422
is_linear=0
shrinkage=0.0032998


Tree=5302
num_leaves=23
num_cat=0
split_feature=1 147 16 52 160 43 47 0 43 16 15 52 159 1429 400 1429 15 15 1 1 15 160
split_gain=0.678445 0.526824 0.458363 0.37292 0.312768 0.409481 0.292194 0.257073 0.320772 0.352705 0.293316 0.215749 0.211688 0.190034 0.156303 0.151327 0.144073 0.182643 0.142786 0.191305 0.142701 0.138595
threshold=0.12072500000000001 0.089955000000000021 -0.116045 -0.015539999999999998 -0.081969999999999987 -0.093039999999999984 0.090280000000000013 -0.021574999999999997 -0.00067499999999999993 -0.015214999999999998 -0.19153499999999998 0.086935000000000012 0.073745000000000019 1.0000000180025095e-35 -0.088514999999999996 0.08783500000000001 -0.14689499999999997 0.087670000000000012 0.10790500000000001 0.10331000000000003 -0.40166999999999992 0.084835000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 20 4 12 21 -4 8 14 10 -10 -12 -1 18 -5 -15 -16 -18 19 -7 -2 -6
right_child=2 -3 6 7 5 13 -8 -9 9 -11 11 -13 -14 15 16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0073799641990382045 0.0054100637144468009 -0.0025760920892954169 -0.0092237259694262705 0.0029348426308230956 0.022033651411870192 0.0064563642272551028 0.0056979889772717802 0.0046636800596039666 0.026215316289874505 0.028883783890516782 0.010365070649838862 0.018068652976873215 -0.0070050349179848238 0.018724054511849261 0.0037038651896749699 0.0074380126524059434 0.014500383845998617 0.0096298948666992974 0.012177736399107238 -0.0044528580871856325 0.016189679291743666 0.011260268847851246
leaf_weight=60 100 79 100 56 89 356 59 103 60 60 247 179 56 74 55 63 568 359 100 52 54 56
leaf_count=60 100 79 100 56 89 356 59 103 60 60 247 179 56 74 55 63 568 359 100 52 54 56
internal_value=0 0.0109436 0.00265449 0.0113561 0.00859618 0.00979446 -0.00367544 0.0128373 0.0133677 0.0166773 0.0151666 0.0136062 0.000419994 0.0079728 0.0116251 0.0135472 0.0121188 0.0126161 0.00646593 0.00506157 0.0092016 0.0178853
internal_weight=0 2672 313 2593 906 790 159 1687 1584 546 486 426 116 645 1038 137 982 927 508 408 154 145
internal_count=2985 2672 313 2593 906 790 159 1687 1584 546 486 426 116 645 1038 137 982 927 508 408 154 145
is_linear=0
shrinkage=0.16829


Tree=5303
num_leaves=19
num_cat=0
split_feature=1 16 34 2 51 39 48 16 474 16 14 475 159 1 48 123 16 0
split_gain=0.469184 0.31712 0.282772 0.353606 0.278075 0.241938 0.311499 0.283594 0.304089 0.459797 0.266946 0.240745 0.235531 0.321835 0.261068 0.204342 0.134052 0.0846832
threshold=0.12072500000000001 -0.116045 -0.016844999999999995 -0.0098549999999999974 -0.067854999999999985 0.084950000000000012 0.082425000000000012 0.054560000000000004 0.088510000000000019 0.15273500000000004 0.026890000000000004 -0.08317999999999999 0.085545000000000024 0.077845000000000011 0.10911000000000001 0.085535000000000014 -0.43279999999999996 -0.092879999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 16 -1 -4 -3 6 7 10 9 -9 11 -5 13 17 -15 -7 -2 -8
right_child=1 4 3 5 -6 15 12 8 -10 -11 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.018731647717465078 0.0038234591680642318 0.0052821664607832939 -0.0047924396305865169 0.0028457243954537032 -0.0089910131728113893 0.022073659580851862 0.01275141456859092 -0.0072181698224770075 0.014339186021515805 0.0069635705101475992 0.021426984081116065 0.010752204203409652 0.014715112503335894 -0.0081845255548904025 0.006439798560043895 0.0088114877411528576 0.014143886223027093 0.0048971852162498671
leaf_weight=84 97 66 53 119 93 73 58 86 92 261 62 1396 53 99 53 61 57 122
leaf_count=84 97 66 53 119 93 73 58 86 92 261 62 1396 53 99 53 61 57 122
internal_value=0 0.00220873 0.00910322 0.00879002 -0.003055 0.0090747 0.00868467 0.00952307 0.00573106 0.00344361 0.0105775 0.0101324 0.0042898 0.00262011 -0.00307343 0.0160498 0.00765502 0.00743797
internal_weight=0 313 2672 2588 159 2535 2401 2016 439 347 1577 1515 385 332 152 134 154 180
internal_count=2985 313 2672 2588 159 2535 2401 2016 439 347 1577 1515 385 332 152 134 154 180
is_linear=0
shrinkage=0.16829


Tree=5304
num_leaves=28
num_cat=0
split_feature=1 3 4 150 14 1 4 52 13 1 12 4 43 12 50 3 3 42 4 12 1 52 12 42 3 13 13
split_gain=11.0604 3.35628 1.08003 1.06473 1.03534 0.893258 0.840008 0.997354 0.712313 0.611358 1.42229 0.597498 1.35383 0.460221 0.423372 0.426885 0.515738 0.337218 0.272134 0.247275 0.222271 0.460939 0.43736 0.139221 0.125561 0.209811 0.110951
threshold=0.10398500000000001 -0.036264999999999992 0.51326500000000019 0.085845000000000019 0.073890000000000011 0.12257000000000003 0.032770000000000001 0.0035300000000000006 -0.074349999999999986 0.09518500000000002 0.085845000000000019 -0.14994999999999997 -0.033049999999999989 0.089585000000000012 0.067370000000000013 0.095880000000000007 0.143375 0.09087000000000002 0.10055500000000002 0.093670000000000017 0.085110000000000005 -0.065909999999999982 0.082425000000000012 0.083250000000000005 -0.073444999999999983 -0.052124999999999998 -0.052124999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 14 6 13 9 8 -8 11 -11 12 -1 -2 15 -3 -17 -15 -10 20 22 -22 -13 -9 25 -21 -26
right_child=1 2 -4 -5 -6 -7 7 23 18 10 -12 19 -14 17 -16 16 -18 -19 -20 24 21 -23 -24 -25 26 -27 -28
leaf_value=0.00061318375328743623 0.00085655329634143687 0.00046883881987692033 0.00022208232459821676 0.00031415851504394405 0.0015550642935620461 0.00068668371313124839 0.00061662857901824083 0.0013915178659554103 0.0011699078806420397 0.0006574792105222448 0.0012786793031182887 0.0015447916090851337 0.001286084188386871 0.0013498949908359757 0.0010036559729294805 0.0010342340282266775 0.00056715921517245735 0.0010212910104194753 0.00085432624767301467 0.00097837750585144873 0.00094398746286122794 0.0012610098170927593 0.001276361446302712 0.001162917340962468 0.0013707896542230777 0.0011948630498562595 0.0011659743281091485
leaf_weight=54 53 72 94 87 87 70 71 53 70 69 97 73 83 87 53 52 52 58 54 75 65 232 872 73 56 154 69
leaf_count=54 53 72 94 87 87 70 71 53 70 69 97 73 83 87 53 52 52 58 54 75 65 232 872 73 56 154 69
internal_value=0 0.000721074 0.000533186 0.000625618 0.00120064 0.00100838 0.00118673 0.00102988 0.000881427 0.00121323 0.00102068 0.00123165 0.00102111 0.00112194 0.000743792 0.000665337 0.000801035 0.0012187 0.00103276 0.0012497 0.00127196 0.00119175 0.00129713 0.00125935 0.0011715 0.00112412 0.00125801
internal_weight=0 678 410 316 2307 268 2220 321 195 1899 166 1733 137 198 229 176 104 145 124 1596 1242 297 945 126 354 229 125
internal_count=2985 678 410 316 2307 268 2220 321 195 1899 166 1733 137 198 229 176 104 145 124 1596 1242 297 945 126 354 229 125
is_linear=0
shrinkage=0.0032998


Tree=5305
num_leaves=23
num_cat=0
split_feature=1 4 2 123 150 1 4 1 11 11 0 0 0 1 2 123 4 0 2 2 4 1
split_gain=29.2804 5.41969 3.28246 2.96259 2.57278 1.87159 1.29005 1.25706 1.05119 0.967608 0.777499 0.737798 0.675617 0.674536 0.659241 0.427559 0.41437 0.576027 0.67238 0.432075 0.334837 0.210753
threshold=0.10557500000000002 0.27420500000000009 0.13388500000000003 1.0000000180025095e-35 0.082965000000000025 0.11561500000000001 0.053925000000000008 0.083670000000000008 1.0000000180025095e-35 0.085990000000000011 0.056895000000000008 -0.10934999999999999 -0.037444999999999992 0.14684500000000003 0.095785000000000023 0.08901000000000002 -0.16523499999999997 -0.067664999999999989 0.10859000000000001 0.087815000000000018 0.17176000000000005 0.13130500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 11 -3 8 14 10 -10 16 -2 -13 15 -8 21 -1 19 -19 -18 -16 -7
right_child=1 5 -4 -5 -6 13 7 -9 9 -11 -12 12 -14 -15 20 -17 17 18 -20 -21 -22 -23
leaf_value=0.0020449298457184423 0.0012073361702855316 0.0010579779882376435 0.00058408793131129821 0.0011549613303992478 0.00082822406432515015 0.00080265188771167721 0.001911258803110358 0.0010982321770073623 0.0023008081758402934 0.0017158933456141578 0.0013863522599608944 0.001826313181742683 0.001369203670344701 0.00013556052375998334 0.0014017455060466072 0.00029930259787287544 0.0018083598934598814 0.0012417496834755063 0.0017238223561900779 0.0016950010153487785 0.0017294727278645478 0.00051850947531086619
leaf_weight=54 53 71 76 101 74 58 68 60 74 54 65 99 56 58 99 52 984 52 83 608 54 58
leaf_count=54 53 71 76 101 74 58 68 60 74 54 65 99 56 58 99 52 984 52 83 608 54 58
internal_value=0 0.000920054 0.00119355 0.00170891 0.00135767 0.000590273 0.0017337 0.00152359 0.0017636 0.00205432 0.00174342 0.00154586 0.00166139 0.000443183 0.00163892 0.000549176 0.00175643 0.00174739 0.0015384 0.00176509 0.00151764 0.000660884
internal_weight=0 655 358 2356 282 297 2255 281 1974 128 1846 208 155 226 221 168 1781 1727 135 1592 153 116
internal_count=3011 655 358 2356 282 297 2255 281 1974 128 1846 208 155 226 221 168 1781 1727 135 1592 153 116
is_linear=0
shrinkage=0.0032998


Tree=5306
num_leaves=13
num_cat=0
split_feature=3 123 1444 1186 43 3 3 13 16 157 1454 39
split_gain=0.926429 0.725529 0.386577 0.222071 0.246883 0.20684 0.312164 0.713721 0.635117 0.304038 0.248187 0.188275
threshold=0.3148450000000001 0.089455000000000021 -0.064164999999999986 0.085230000000000014 -0.50589999999999991 -0.10690999999999999 -0.15755 -1.0000000180025095e-35 -0.006494999999999999 -0.15081499999999998 0.096235000000000015 0.095830000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 8 -8 -6 -7 -11 -3
right_child=-2 11 3 -5 5 9 7 -9 -10 10 -12 -13
leaf_value=0.022777658043939188 -0.0077613370611454222 0.0026963335627669099 0.020449577979313776 -0.00065934061582553934 0.023820572771355963 -0.001739204921025494 -0.010992764865026238 0.01185848937014536 0.0020960551572456951 0.010659656947569256 -0.00055897915675607191 -0.010917757847021073
leaf_weight=64 93 60 60 59 63 60 80 75 97 2188 57 55
leaf_count=64 93 60 60 59 63 60 80 75 97 2188 57 55
internal_value=0 0.00929062 0.0098283 0.00952507 0.00974995 0.00950423 0.00544691 5.27028e-05 0.0106613 0.0100579 0.010374 -0.00379913
internal_weight=0 2918 2803 2739 2680 2620 315 155 160 2305 2245 115
internal_count=3011 2918 2803 2739 2680 2620 315 155 160 2305 2245 115
is_linear=0
shrinkage=0.16829


Tree=5307
num_leaves=25
num_cat=0
split_feature=1 1 12 123 14 4 4 2 1429 1447 133 49 1 4 12 49 2 1213 12 2 42 4 1 15
split_gain=27.9111 5.32028 3.6558 2.79883 1.1677 1.03125 0.877853 0.867552 0.740082 0.708976 0.577327 0.645825 0.496686 1.28093 0.498309 0.490426 0.459193 0.405628 0.325718 0.320818 0.310333 0.225917 0.16967 0.144138
threshold=0.10557500000000002 0.13257000000000002 0.085075000000000026 1.0000000180025095e-35 0.056865000000000006 0.27998000000000006 0.23355000000000001 0.08895500000000002 0.084845000000000018 -0.064864999999999992 0.087015000000000023 -0.052004999999999989 0.089625000000000024 -0.15504999999999997 0.098180000000000003 0.08716500000000002 0.11523000000000001 0.060985000000000004 0.082595000000000016 0.090640000000000012 0.090645000000000017 -0.082199999999999981 0.14646500000000004 -0.080264999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 7 -3 20 8 15 -9 11 -2 14 -14 19 17 -13 18 -1 -11 -4 -19 -7 -16
right_child=1 5 6 -5 -6 22 -8 9 -10 12 -12 16 13 -15 23 -17 -18 21 -20 -21 -22 -23 -24 -25
leaf_value=0.0019225235612969939 0.0012752977420004666 0.00081509789255927343 0.0018769847805973525 0.0011721238670150912 0.0021136032294286548 0.00045224398120685905 0.0012084010998837269 0.0019951495593049243 0.001422010373400415 0.0015454466507618632 0.0006067540386978748 0.0010699544714646899 0.0017581743365477143 0.001052764405557693 0.0016815882995299145 0.00203446579323255 0.00068713113657980812 0.0020540425998054586 0.0017276970432970006 0.0017492055641125316 0.0015234852601106823 0.0017849120355063984 0.0002174679974751294 0.0014836421239659489
leaf_weight=110 60 86 56 101 86 82 62 60 61 109 56 64 58 55 55 90 75 85 799 432 56 62 58 193
leaf_count=110 60 86 56 101 86 82 62 60 61 109 56 64 58 55 55 90 75 85 799 432 56 62 58 193
internal_value=0 0.000940409 0.00115633 0.0017106 0.00173471 0.000530381 0.00152539 0.00171967 0.00177894 0.00164526 0.000904367 0.000987941 0.00162194 0.00141515 0.00165152 0.00179791 0.000863649 0.00177772 0.00175131 0.00170822 0.00170055 0.00194077 0.000355231 0.00152768
internal_weight=0 655 429 2356 2255 226 174 2169 1207 962 255 199 902 113 789 1146 139 1056 909 541 112 147 140 248
internal_count=3011 655 429 2356 2255 226 174 2169 1207 962 255 199 902 113 789 1146 139 1056 909 541 112 147 140 248
is_linear=0
shrinkage=0.0032998


Tree=5308
num_leaves=24
num_cat=0
split_feature=1 4 124 47 2 12 2 0 484 1429 1447 16 0 159 2 40 3 15 43 1 0 0 12
split_gain=21.0437 3.60842 2.62294 2.4359 1.51539 1.29846 1.12357 1.20703 0.674118 0.978289 0.710785 0.633322 0.429026 0.422797 0.413146 0.396676 0.378851 0.3725 0.371865 0.304245 0.293076 0.203363 0.173066
threshold=0.11690500000000002 0.31392000000000003 -0.080429999999999988 0.085585000000000008 0.14744000000000002 -1.0000000180025095e-35 0.10121500000000001 -0.13165999999999997 0.0069400000000000009 0.084770000000000012 -0.083839999999999984 -0.042884999999999993 -0.046614999999999997 0.0043550000000000004 0.11504500000000002 -0.062739999999999976 -0.13117499999999996 0.09172000000000001 -0.0054649999999999985 0.10275000000000002 -0.031129999999999998 -0.06537999999999998 0.084595000000000017
decision_type=2 2 2 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 8 -8 10 17 22 -5 13 -12 -3 -2 -9 18 -10 -1 21 -18 -4
right_child=3 14 6 11 -6 -7 7 16 9 -11 12 -13 -14 -15 -16 -17 20 -19 -20 -21 -22 -23 -24
leaf_value=0.0012565429277207141 0.00067709659433222978 0.001156517847660509 0.0020539483125594656 0.00088922910473846113 0.00018843531122877477 0.0009949901165294886 0.0010119502173265985 0.0017262860090406771 0.0015531223951155125 0.0010830762216346057 0.0016300898930170522 0.001397926727938086 0.0013673430646172942 0.0018080739863711845 0.00075208825067501844 0.00027728842378311683 0.0014371935019610366 0.001324743091761133 0.0018822624074767271 0.00093005402253329482 0.0012347807516045648 0.0016260666792365735 0.0017913576793933709
leaf_weight=72 53 59 52 52 81 99 60 77 140 54 1259 56 62 169 53 56 171 52 53 57 52 105 67
leaf_count=72 53 59 52 52 81 99 60 77 140 54 1259 56 62 169 53 56 171 52 53 57 52 105 67
internal_value=0 0.00154573 0.00157169 0.00073018 0.000571928 0.0007211 0.00159664 0.00145051 0.00163223 0.00148721 0.00165916 0.00115332 0.00163939 0.00165118 0.000965451 0.000472014 0.0015154 0.00157614 0.00164369 0.00111255 0.00146578 0.00150918 0.0019064
internal_weight=0 2614 2502 397 289 208 2373 465 1908 299 1609 108 1490 1428 112 109 405 245 193 129 328 276 119
internal_count=3011 2614 2502 397 289 208 2373 465 1908 299 1609 108 1490 1428 112 109 405 245 193 129 328 276 119
is_linear=0
shrinkage=0.0032998


Tree=5309
num_leaves=22
num_cat=0
split_feature=1 0 0 1443 0 3 1 12 39 3 43 1210 0 3 159 39 1 43 39 0 3
split_gain=1.10988 0.605617 0.352302 0.312305 0.160629 0.268295 0.253648 0.325797 0.274543 0.35647 0.223404 0.222482 0.209025 0.189818 0.187503 0.172068 0.167008 0.233108 0.156352 0.114352 0.0494262
threshold=0.11869500000000001 -0.00077999999999999999 -0.074679999999999983 0.059665000000000003 0.056895000000000008 -0.16100499999999998 0.10404000000000001 0.082595000000000016 0.0047850000000000011 0.081495000000000012 -0.083284999999999984 -0.079364999999999977 0.12503500000000004 -0.084014999999999992 0.084135000000000001 0.088025000000000006 0.10801000000000001 -0.079944999999999988 0.094095000000000026 -0.14076499999999997 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
left_child=3 2 19 4 5 -1 7 8 9 -7 -6 13 -12 -9 -13 -10 -8 -18 -4 -2 -19
right_child=1 -3 18 -5 10 6 16 11 15 -11 12 14 -14 -15 -16 -17 17 20 -20 -21 -22
leaf_value=0.022146287887334332 -0.0074446416799139768 -0.015028773173427301 0.014109053238569763 0.022023659290839784 -0.0035916709546759745 0.027303343158937669 -0.001337377667269483 -0.0038822305002477898 0.0022456183621344019 0.013784002421492187 0.0026399512068495277 0.0099821388634692872 0.017243506693978446 0.0091428272945211029 0.015651904294520392 0.015541137440823556 -0.0011275597439265545 0.015522048452323694 0.0024715359232517892 0.0017894019205751239 0.008668245631297854
leaf_weight=57 60 58 90 67 54 91 74 57 56 143 59 1447 53 71 188 55 53 63 52 103 60
leaf_count=57 60 58 90 67 54 91 74 57 56 143 59 1447 53 71 188 55 53 63 52 103 60
internal_value=0 0.000728087 0.00373036 0.0106564 0.0103606 0.0107094 0.0104322 0.0110341 0.0157728 0.0190492 0.00527538 0.0101057 0.0095666 0.00332857 0.0106352 0.00884967 0.00534984 0.00817172 0.00986008 -0.00159861 0.0121933
internal_weight=0 363 305 2648 2581 2415 2358 2108 345 234 166 1763 112 128 1635 111 250 176 142 163 123
internal_count=3011 363 305 2648 2581 2415 2358 2108 345 234 166 1763 112 128 1635 111 250 176 142 163 123
is_linear=0
shrinkage=0.16829


Tree=5310
num_leaves=17
num_cat=0
split_feature=10 44 2 3 0 10 49 12 12 47 1212 52 3 12 43 12
split_gain=0.449786 0.318098 0.33073 0.728542 0.497968 0.365291 0.283036 0.268336 0.39388 0.344528 0.256623 0.256621 0.278542 0.512254 0.21636 0.0988527
threshold=0.053055000000000012 0.081835000000000019 0.093320000000000014 -0.15288999999999997 -0.22163999999999998 -0.015289999999999998 0.11008500000000002 0.092395000000000019 0.091290000000000024 0.10548500000000001 0.0025400000000000002 -0.51296999999999993 -0.091204999999999981 0.092755000000000018 -0.116045 0.093815000000000023
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 8 -7 -9 11 15 13 -13 -14 -6
right_child=-2 -3 4 5 10 6 -8 9 -10 -11 -12 12 14 -15 -16 -17
leaf_value=0.027408568011668775 -0.0049207339168480099 0.020161643351080696 -0.0090712002542456018 -0.0055851752066768869 0.017671865429499171 0.0084570651751994415 -0.002991704742929902 0.015391110844706676 -0.0029076754587997718 0.0014182158323952636 0.016581559938939391 -0.013652576449302144 0.013271460564608279 0.0070777803913938822 0.004169798774519862 0.0080212546099469283
leaf_weight=56 87 54 69 55 53 1171 60 284 93 61 58 66 85 69 584 72
leaf_count=56 87 54 69 55 53 1171 60 284 93 61 58 66 85 69 584 72
internal_value=0 0.00734837 0.00710376 0.00850483 0.00474042 0.00788974 0.00833487 0.00875835 0.00761947 0.0129257 0.00570779 0.00502698 0.00392081 -0.00304375 0.0053289 0.0121275
internal_weight=0 2890 2836 1780 1056 1724 1669 1609 1264 345 987 929 804 135 669 125
internal_count=2977 2890 2836 1780 1056 1724 1669 1609 1264 345 987 929 804 135 669 125
is_linear=0
shrinkage=0.16829


Tree=5311
num_leaves=17
num_cat=0
split_feature=9 1186 11 48 2 0 0 2 403 50 484 0 3 3 42 51
split_gain=0.449961 0.382061 0.431495 0.548144 0.289771 0.425204 0.310708 0.299124 0.214583 0.211689 0.256361 0.186311 0.381848 0.140286 0.1258 0.0994219
threshold=0.093040000000000012 0.085230000000000014 0.077330000000000024 0.078735000000000013 0.10656 0.11737000000000002 0.0040950000000000005 0.15616000000000005 -0.54643499999999989 0.10932500000000002 -0.012019999999999998 -0.074904999999999985 0.0025650000000000004 -0.057749999999999989 0.089110000000000009 -0.025879999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 15 5 8 7 11 -1 10 -10 12 -6 -13 -11 -4
right_child=-2 -3 3 -5 6 -7 -8 -9 9 14 -12 13 -14 -15 -16 -17
leaf_value=-0.0040753463484130932 -0.0093955674769393652 -0.0069610682150184735 0.01354434921191686 0.028547642275369798 -0.011141368671425214 0.021797160068526181 -0.0095337415719629059 0.013373000000816038 0.011990955801817117 -0.0015665485974517364 0.0063874116164139181 0.0022326191342346923 0.0035785838807754502 0.011067591726022242 0.0070214444121935709 0.0040575013885343573
leaf_weight=54 54 62 57 54 75 52 55 78 274 132 1516 136 149 82 76 71
leaf_count=54 54 62 57 54 75 52 55 78 274 132 1516 136 149 82 76 71
internal_value=0 0.006095 0.00637856 0.0143147 0.00583874 0.00675421 0.00248577 0.00376052 0.00637213 0.0066554 0.00724616 0.00206014 -0.00134195 0.00556411 0.00156273 0.00829615
internal_weight=0 2923 2861 182 2679 2104 575 520 2052 1998 1790 442 224 218 208 128
internal_count=2977 2923 2861 182 2679 2104 575 520 2052 1998 1790 442 224 218 208 128
is_linear=0
shrinkage=0.16829


Tree=5312
num_leaves=24
num_cat=0
split_feature=2 12 2 14 12 2 2 2 2 12 34 42 51 0 12 0 52 1211 0 1211 42 0 52
split_gain=21.0879 9.01742 3.40275 2.84783 2.63812 2.44569 2.36559 2.00186 1.67037 1.13003 0.911166 0.59744 0.628735 0.554243 0.546237 0.456086 0.44596 0.401345 0.36276 0.336532 0.274285 0.199723 0.0549353
threshold=0.13388500000000003 -1.0000000180025095e-35 0.10523 0.05884000000000001 0.085465000000000013 -0.054704999999999997 -1.0000000180025095e-35 0.25063000000000007 0.097005000000000022 -1.0000000180025095e-35 -0.079669999999999977 0.085195000000000007 -0.095339999999999994 -0.14164999999999997 0.10011000000000002 -0.06563999999999999 0.0030150000000000008 0.076895000000000019 -0.14385499999999998 0.076895000000000019 -0.055344999999999998 -0.056754999999999993 -0.54340999999999984
decision_type=2 2 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 13 -3 10 9 -8 -2 -1 14 -13 -4 19 16 -6 -14 -10 -7 -16 -11 -17
right_child=7 2 4 -5 15 11 8 -9 18 21 -12 12 17 -15 20 22 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.001186734279791321 0.00064214778236920493 0.001278000980170872 0.001461874088084406 0.002524150673576388 0.0014739761550832933 0.0020432815878724947 0.0019092713893410673 0.00025878941930384603 0.0010850241092523474 0.0010244578540290553 0.00062373242101080055 0.001552417991125956 0.0018752561764070448 0.0010350241805877408 0.0019181636317670921 0.002035959429732706 0.0018753369343485222 0.0021241703625258829 0.0014591825674694469 0.0017803001035965633 0.0016093397721582468 0.0013102556674958021 0.0018825062302751613
leaf_weight=80 71 63 63 89 66 822 79 57 54 52 52 62 709 72 85 53 58 81 62 59 53 59 76
leaf_count=80 71 63 63 89 66 822 79 57 54 52 52 62 709 72 85 53 58 81 62 59 53 59 76
internal_value=0 0.00182161 0.00189138 0.00194576 0.00160779 0.00191912 0.00130705 0.000799272 0.00153827 0.000968351 0.000965213 0.00194069 0.00187551 0.00123448 0.00199515 0.00180685 0.00166199 0.00190082 0.00128531 0.00202571 0.00179981 0.00117669 0.00194583
internal_weight=0 2738 2411 2023 388 1934 327 239 195 182 132 1871 852 135 1019 253 124 790 116 881 138 111 129
internal_count=2977 2738 2411 2023 388 1934 327 239 195 182 132 1871 852 135 1019 253 124 790 116 881 138 111 129
is_linear=0
shrinkage=0.0032998


Tree=5313
num_leaves=33
num_cat=0
split_feature=1 12 1 2 1 11 3 3 40 2 16 1 155 12 1 2 12 12 1 16 12 2 12 2 16 43 3 1212 159 12 3 43
split_gain=42.2088 8.64383 5.92495 2.54296 2.32842 2.07456 1.89321 1.23308 1.50579 1.16573 0.928846 0.788656 0.764901 0.723146 0.623242 0.689472 0.574366 0.601773 0.547822 0.401436 0.387339 0.316266 0.311414 0.382189 0.249002 0.230129 0.496051 0.200645 0.180274 0.172552 0.16194 0.0693583
threshold=0.10075500000000003 0.086385000000000003 0.13130500000000003 0.093320000000000014 0.088470000000000007 0.077600000000000016 0.30863500000000005 0.085880000000000012 -0.062739999999999976 0.13226500000000005 -0.084294999999999995 0.087225000000000011 0.084710000000000021 0.08401500000000002 0.078435000000000019 0.083185000000000023 0.093065000000000009 -1.0000000180025095e-35 0.11378500000000001 -0.116045 0.084535000000000013 0.10523 0.08598500000000002 0.084525000000000003 -0.40885499999999991 -0.083209999999999992 -0.083104999999999984 0.090435000000000015 -0.073489999999999986 0.10923500000000001 -0.073984999999999981 -0.040494999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 12 5 9 11 7 8 10 16 -2 14 18 -13 15 -1 17 -5 -3 -8 -16 -19 23 -17 -9 -15 -27 -24 -18 30 -30 -28
right_child=1 2 -4 4 -6 -7 19 24 -10 -11 -12 13 -14 25 20 22 28 21 -20 -21 -22 -23 27 -25 -26 26 31 -29 29 -31 -32 -33
leaf_value=0.0016085062000194001 0.00064862105770686538 0.0017772317964244817 0.00052638485208858726 0.0016881305265456679 0.0012081995549408464 0.0025545257922052946 0.00058222102161192076 0.00093537020481101432 0.00039507530116196678 0.0013315712052522778 0.001194156574716264 0.0015395881486950755 0.0019996216360519087 0.0020806864981755286 0.0023827898598898175 0.0018787418391550158 0.001940352916595232 0.0022194272978717754 0.0013746606956260021 0.00019073909687858265 0.0020059503006796217 0.0018918807971525474 0.0019118967641094345 0.0021190799083357632 0.0012326247309244556 0.0015584089475710861 0.0018504185147319419 0.0021176516948041161 0.0017428023264096336 0.0018713826591470759 0.0015311672267099173 0.0019859639135418905
leaf_weight=56 66 76 58 53 82 65 52 54 98 52 71 80 70 61 70 99 55 94 74 64 55 52 474 302 76 52 88 62 126 69 63 108
leaf_count=56 66 76 58 53 82 65 52 54 98 52 71 80 70 61 70 99 55 94 74 64 55 52 474 302 76 52 88 62 126 69 63 108
internal_value=0 0.00100215 0.00146548 0.00190379 0.00172906 0.00197558 0.000734293 0.000851074 0.000708008 0.00180472 0.000931601 0.00195058 0.0017129 0.00182156 0.00199544 0.00196748 0.00185271 0.00199269 0.00157886 0.000366535 0.00221726 0.00210301 0.0019889 0.00205983 0.00110942 0.00189445 0.0018485 0.00193576 0.0017636 0.00172578 0.00167244 0.00192529
internal_weight=0 759 278 2218 646 1572 481 365 235 564 137 1507 220 389 1118 993 512 199 150 116 125 146 937 401 130 309 248 536 313 258 189 196
internal_count=2977 759 278 2218 646 1572 481 365 235 564 137 1507 220 389 1118 993 512 199 150 116 125 146 937 401 130 309 248 536 313 258 189 196
is_linear=0
shrinkage=0.0032998


Tree=5314
num_leaves=25
num_cat=0
split_feature=1 1 1 12 11 12 2 43 13 16 151 4 15 12 15 13 3 4 12 16 43 43 16 12
split_gain=16.866 2.09926 2.03572 1.96352 1.95527 1.87272 1.03223 0.841647 0.754993 0.681255 0.867005 0.597177 0.558168 0.46498 0.409723 0.389889 0.382872 0.427859 0.357807 0.350941 0.314859 0.334805 0.232702 0.18602
threshold=0.10921500000000002 0.13686500000000004 0.088570000000000024 0.088825000000000015 1.0000000180025095e-35 0.090535000000000018 0.13226500000000005 -0.079944999999999988 -0.021089999999999994 -0.0093249999999999982 -0.00016499999999999997 0.010535000000000001 -0.2987999999999999 -0.081654999999999991 -0.14868999999999996 -0.0073899999999999999 0.085880000000000012 0.015030000000000002 0.086965000000000015 -0.03614499999999999 1.0000000180025095e-35 -0.043004999999999995 -0.49353499999999995 0.095980000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 8 6 7 14 -2 -4 10 -10 -7 -3 -9 -1 -15 17 18 -16 20 21 -5 -19 -21
right_child=1 12 3 19 -6 11 -8 13 9 -11 -12 -13 -14 15 16 -17 -18 22 -20 23 -22 -23 -24 -25
leaf_value=0.0018028105389506629 0.00044932938092678767 0.00036303610214996282 0.00087519925498131645 0.001459221036889515 0.0020239181100212213 0.0015628699208887109 0.0010527334067468481 0.0011682137149066081 0.0011307558191917561 0.0010258946412557372 0.0017073339879366083 0.0011106278393347591 0.00073385823122952033 0.00058531474871620815 0.0016141485957780713 0.00096070147797433243 0.0012658604305037348 0.0015821044169419219 0.0015023955831682723 0.0017320729930321332 0.0015655389046907481 0.001100734165953809 0.0013346798355083965 0.001473763377086171
leaf_weight=58 56 91 92 63 86 54 52 55 60 94 55 80 87 53 569 72 65 57 735 79 81 54 175 54
leaf_count=58 56 91 92 63 86 54 52 55 60 94 55 80 87 53 569 72 65 57 735 79 81 54 175 54
internal_value=0 0.00083938 0.00148043 0.00131895 0.0015372 0.000981156 0.00151272 0.000803865 0.0011256 0.00123566 0.00140682 0.00129314 0.000544479 0.000913969 0.00152711 0.000801819 0.0015171 0.00152771 0.00155119 0.00149467 0.0014053 0.00129407 0.00139562 0.00162746
internal_weight=0 548 2429 632 1797 370 1711 236 301 209 115 134 178 180 1659 125 1601 1536 1304 331 198 117 232 133
internal_count=2977 548 2429 632 1797 370 1711 236 301 209 115 134 178 180 1659 125 1601 1536 1304 331 198 117 232 133
is_linear=0
shrinkage=0.0032998


Tree=5315
num_leaves=24
num_cat=0
split_feature=1 11 1 50 156 150 11 1 50 151 132 42 4 1429 1 483 160 4 1 4 48 12 15
split_gain=0.718646 0.598153 0.426713 0.448987 0.399472 0.233794 0.214302 0.491333 0.208005 0.201011 0.163005 0.155047 0.148771 0.324922 0.304873 0.189074 0.177013 0.13559 0.118223 0.11616 0.10029 0.0581341 0.0338054
threshold=0.11374000000000002 1.0000000180025095e-35 0.095920000000000019 0.067370000000000013 0.10280000000000002 1.0000000180025095e-35 0.081565000000000012 0.096475000000000019 0.12170000000000002 -0.03268999999999999 -0.03127499999999999 0.10217500000000002 -0.016339999999999997 0.083985000000000018 0.091095000000000023 0.040760000000000005 0.10446500000000002 0.42405000000000009 0.10575500000000002 -0.082619999999999985 0.08956500000000002 0.090285000000000018 -0.47612499999999996
decision_type=2 2 2 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 9 18 -3 -8 10 -2 19 17 13 15 16 -12 -14 20 -4 -1 -11 -21 -19
right_child=4 6 3 -5 -6 -7 7 -9 -10 11 12 -13 14 -15 -16 -17 -18 22 -20 21 -22 -23 -24
leaf_value=0.021364103035477571 -0.0062627277561912954 0.028923522697630464 0.0084563466122931658 0.015828235140156306 0.017082329606764594 -0.0058700159702034758 0.0037622168804772025 0.025220158980884966 0.0017222512704012718 0.0086030990267636307 0.010518807329635718 0.010202312656713479 0.012315583200659305 -0.0029961633738193067 0.024473828230176516 0.00032714686772761687 0.0028751032700463411 -0.00031327053410275848 -0.00063356950256820337 0.017069344447343385 -0.00032301314830713917 0.0097053559444861132 -0.0062821442432237275
leaf_weight=67 78 53 97 73 52 93 53 71 71 81 920 71 568 58 55 55 63 57 69 52 63 78 52
leaf_count=67 78 53 97 73 52 93 53 71 71 81 920 71 568 58 55 55 63 57 69 52 63 78 52
internal_value=0 0.0104845 0.00976323 0.00416959 0.00319941 0.00087662 0.0199241 0.0160631 0.0106969 0.00139914 0.0110286 0.00324921 0.0104999 0.00921735 0.0124286 0.00994574 0.0113759 0.00129084 0.00466719 0.0156325 0.00468545 0.0126648 -0.00317729
internal_weight=0 2496 2319 332 454 259 177 124 1987 402 1916 324 1719 1033 686 975 631 253 166 197 144 130 109
internal_count=2950 2496 2319 332 454 259 177 124 1987 402 1916 324 1719 1033 686 975 631 253 166 197 144 130 109
is_linear=0
shrinkage=0.16829


Tree=5316
num_leaves=14
num_cat=0
split_feature=4 51 123 3 15 3 151 4 3 4 51 3 133
split_gain=0.516017 0.436905 0.430481 0.42236 0.45953 0.315484 0.315462 0.247802 0.904188 0.264502 0.24229 0.362493 0.273949
threshold=-0.39175499999999991 -0.045524999999999989 0.10832000000000001 0.11391500000000002 -0.063834999999999989 0.30863500000000005 0.088410000000000002 -0.10701499999999999 -0.14088999999999999 0.51292000000000015 -0.0021949999999999995 -0.0037099999999999998 0.087815000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 7 8 -2 10 12 -12 -9
right_child=2 -3 -4 4 -6 -7 -8 9 -10 -11 11 -13 -14
leaf_value=0.0086768698287825446 0.013314403662556887 0.024887354322417208 -0.0065323922998759493 0.015529760783654679 -0.012407601333253504 -0.00099637560029746633 0.019439771439012717 0.01464715797001118 -0.014569513847858642 -0.0022702785152902186 0.0069564743095707942 0.016369208692558031 0.0056645598343175044
leaf_weight=101 73 89 63 53 59 85 68 323 60 66 1647 125 138
leaf_count=101 73 89 63 53 59 85 68 323 60 66 1647 125 138
internal_value=0 0.0162797 0.00720386 0.00752539 1.39277e-05 0.0053376 0.00811658 0.00779924 0.000721685 0.0082079 0.0085184 0.00762148 0.0119621
internal_weight=0 190 2760 2697 197 138 2500 2432 133 2299 2233 1772 461
internal_count=2950 190 2760 2697 197 138 2500 2432 133 2299 2233 1772 461
is_linear=0
shrinkage=0.16829


Tree=5317
num_leaves=28
num_cat=0
split_feature=1 1 14 11 1 151 47 1186 159 457 51 0 0 49 1213 1213 481 13 0 0 159 1 1 49 1 51 13
split_gain=11.4278 1.95665 1.39459 1.04168 0.834337 1.24467 0.65393 0.521624 0.510374 0.604349 0.498299 0.49796 0.496093 0.415554 0.333083 0.653636 0.294813 0.31773 0.262961 0.412642 0.204546 0.26029 0.215483 0.146568 0.136451 0.112798 0.100196
threshold=0.10398500000000001 0.12288500000000001 0.056865000000000006 0.084110000000000004 0.087225000000000011 -0.08095999999999999 0.11230000000000001 0.021560000000000003 0.081975000000000006 0.048350000000000011 0.078960000000000016 -0.066574999999999981 -0.11167499999999998 0.093510000000000024 0.062550000000000008 0.104315 -0.085504999999999984 -0.099244999999999986 -0.13619499999999998 -0.063509999999999983 0.0089800000000000019 0.089895000000000017 0.093435000000000004 0.12757000000000004 0.14195000000000002 -0.085259999999999989 -0.018299999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 7 -6 11 13 9 18 20 12 -3 14 16 -16 -1 -18 -2 -20 21 -7 -23 25 -13 -15 -27
right_child=1 6 -4 -5 5 10 -8 -9 -10 -11 -12 24 -14 23 15 -17 17 -19 19 -21 -22 22 -24 -25 -26 26 -28
leaf_value=0.0013024120496926727 0.00063216274236750213 0.0003591500088875234 0.0014512383514906388 0.001090665218132171 0.00057625522716464399 0.00092896898926810099 0.00068351979090644683 0.0013674033692610938 0.00041357665588487817 0.00042096317362577701 0.00071195019025931605 0.00054508949672792671 -8.1665582569763939e-05 0.0010918126258566783 0.0014748596169649696 0.0010520747261638518 0.00084317931888610003 0.0010820484149810454 0.0010937308311683679 0.00070121093095011741 0.00085522430357306276 0.0012509974522672475 0.0010513952106590517 0.00080277842737802921 0.00032595258754717976 0.0010137882395618713 0.00081749208777348505
leaf_weight=63 54 56 100 74 87 94 62 71 74 53 55 68 55 85 73 90 66 1010 64 55 53 105 145 56 59 71 52
leaf_count=63 54 56 100 74 87 94 62 71 74 53 55 68 55 85 73 90 66 1010 64 55 53 105 145 56 59 71 52
internal_value=0 0.000579978 0.00106928 0.000739314 0.00105172 0.000938636 0.000381223 0.00108893 0.000652529 0.000730615 0.00100831 0.000302325 0.000140411 0.00107628 0.00110066 0.00124164 0.00108046 0.00106743 0.000825275 0.00091261 0.00104928 0.00107907 0.00113537 0.000955886 0.000443563 0.000996938 0.000931088
internal_weight=0 674 2276 374 2176 539 300 1637 300 226 452 238 111 1566 1302 163 1139 1076 173 119 397 344 250 264 127 208 123
internal_count=2950 674 2276 374 2176 539 300 1637 300 226 452 238 111 1566 1302 163 1139 1076 173 119 397 344 250 264 127 208 123
is_linear=0
shrinkage=0.0032998


Tree=5318
num_leaves=25
num_cat=0
split_feature=1 52 124 2 2 2 1 4 1 1 11 2 12 2 4 13 2 1 52 12 402 133 12 4
split_gain=23.2744 4.29169 2.38923 1.81166 2.87861 1.61753 1.45076 1.37817 1.17125 1.11922 0.768753 0.721908 0.561236 0.681998 0.55194 0.480154 0.476682 1.71456 0.428757 0.342022 0.340503 0.244814 0.157669 0.106066
threshold=0.10575500000000002 -0.40011499999999994 -0.048219999999999992 1.0000000180025095e-35 -1.0000000180025095e-35 0.13084500000000002 0.12200500000000002 -0.082199999999999981 0.092845000000000025 0.10075500000000003 1.0000000180025095e-35 0.25063000000000007 0.091290000000000024 0.079770000000000021 0.51292000000000015 -0.092844999999999997 0.087605000000000002 0.086375000000000021 0.28122000000000008 0.087965000000000015 0.079885000000000012 0.066685000000000008 0.083785000000000012 0.41696500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 6 7 -3 10 -1 16 12 14 13 -4 15 -5 18 19 20 -18 -9 -14 -15 -17
right_child=1 3 5 11 -6 -7 -8 9 -10 -11 -12 -13 21 22 -16 23 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0015848710407103048 0.0017883435122474916 0.0012369402390686841 0.0015224537982762994 0.00068278253787290273 0.0015901093756504907 0.0011516431999344797 0.00052627903449506094 0.0017689644571009849 0.00090672148795647805 0.0012549105798296939 0.0021366027462585749 0.00040386867211506422 0.0014464375213517034 0.0020308953898684392 0.00052463788768125836 0.00092601130057880763 0.001807884167559076 0.0010680330828425921 0.0015112908276084011 0.0016473918105699905 0.0020155798077335931 0.0017672975888747184 0.0018766621725744674 0.0011132297044489762
leaf_weight=53 65 53 53 84 88 53 77 507 59 64 100 57 55 116 59 93 201 52 64 579 72 53 237 56
leaf_count=53 65 53 53 84 88 53 77 507 59 64 100 57 55 116 59 93 201 52 64 579 72 53 237 56
internal_value=0 0.000984688 0.00169921 0.000892496 0.00112881 0.00172312 0.000816281 0.00173717 0.00122795 0.00168421 0.00186987 0.000744781 0.00181791 0.00187466 0.000811209 0.000883623 0.00170281 0.00165004 0.00177104 0.00168879 0.00179969 0.00160422 0.00192744 0.000996612
internal_weight=0 632 2318 567 218 2206 130 2153 112 1539 614 349 514 406 292 233 1475 832 643 780 579 108 353 149
internal_count=2950 632 2318 567 218 2206 130 2153 112 1539 614 349 514 406 292 233 1475 832 643 780 579 108 353 149
is_linear=0
shrinkage=0.0032998


Tree=5319
num_leaves=25
num_cat=0
split_feature=4 3 3 43 48 11 3 16 15 4 47 3 15 52 11 49 156 3 16 4 51 16 15 16
split_gain=16.5825 7.89566 4.41068 2.77316 2.20571 1.30775 1.23005 1.01829 1.11742 1.11555 0.774595 0.712509 0.653635 0.622406 0.620253 0.513567 0.463763 0.572911 0.447179 0.356978 0.332338 0.289137 0.0798427 0.0339835
threshold=0.31392000000000003 0.28833000000000003 -0.072274999999999992 -0.035884999999999993 0.086410000000000015 1.0000000180025095e-35 0.11391500000000002 -0.53592999999999991 -0.41956999999999994 0.51292000000000015 0.11566000000000001 -0.0037099999999999998 -0.031624999999999993 0.029970000000000007 0.08235000000000002 -0.078789999999999985 0.087205000000000019 -0.085374999999999993 -0.063769999999999979 0.052250000000000012 -1.0000000180025095e-35 0.20277000000000003 -0.047249999999999993 -0.096149999999999985
decision_type=2 2 2 2 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 10 11 -2 9 -9 15 18 -13 22 -7 -1 19 -18 23 -17 -16 -14 -4 -5
right_child=7 -3 3 6 -6 14 -8 8 -10 -11 -12 12 21 -15 20 16 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0011585999161717738 0.00080367513181154205 0.00022485108859082598 0.00099782109278752991 0.0012659726418270873 0.00046899667147133606 0.0019972430880824694 0.0008752539373848852 0.00086184047812988009 -2.4232329419931524e-06 0.00029197293249221489 0.0010087935913313216 0.0012809633516122818 0.0018144791068098818 0.0012862180738551802 0.001732636854835353 0.0014561792936962287 0.00096813850455821726 0.0014122043723010758 0.00099569558644689972 0.0012787331563616675 0.0013704266810123298 0.0014738650057131608 0.00080838610050393332 0.0013971610192590668
leaf_weight=88 80 72 52 52 100 53 70 62 63 95 56 95 60 85 60 1246 54 79 72 141 54 53 52 56
leaf_count=88 80 72 52 52 100 53 70 62 63 95 56 95 60 85 60 1246 54 79 72 141 54 53 52 56
internal_value=0 0.00130323 0.00133333 0.00111942 0.00086594 0.00142058 0.00127929 0.000484494 0.000368268 0.000517241 0.00139253 0.0013521 0.00148435 0.00107578 0.00169991 0.00140587 0.00142016 0.00123217 0.00119907 0.00143817 0.00156137 0.00165503 0.000903442 0.00133432
internal_weight=0 2650 2578 747 289 1831 458 300 220 157 1664 388 208 189 167 1608 1520 133 180 1387 114 113 104 108
internal_count=2950 2650 2578 747 289 1831 458 300 220 157 1664 388 208 189 167 1608 1520 133 180 1387 114 113 104 108
is_linear=0
shrinkage=0.0032998


Tree=5320
num_leaves=22
num_cat=0
split_feature=2 39 2 123 2 16 14 0 16 12 2 151 2 12 0 2 402 12 1429 12 51
split_gain=31.0772 12.86 6.69424 3.55942 3.16045 2.3623 2.22045 3.97144 1.72655 1.27182 0.9029 0.722461 0.706657 0.930374 0.622278 0.77648 0.450286 0.444097 0.433862 0.466768 0.127229
threshold=0.11366500000000002 0.082115000000000007 0.14744000000000002 0.085575000000000012 -1.0000000180025095e-35 -0.50472499999999987 0.073890000000000011 -0.10934999999999999 -0.35377499999999995 0.09253500000000002 0.16730000000000003 -0.016239999999999994 0.13501500000000002 0.089395000000000016 -0.13843999999999998 0.093200000000000019 0.016205000000000004 0.095775000000000013 -1.0000000180025095e-35 0.056995000000000011 -0.045524999999999989
decision_type=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 -3 -2 7 11 -9 18 -4 -1 13 -7 15 -13 17 -11 -10 -20 -15
right_child=2 4 10 -5 -6 12 -8 8 9 16 -12 14 -14 20 -16 -17 -18 -19 19 -21 -22
leaf_value=0.0014544874938950962 0.0010060721039487485 0.00092490593620332966 0.00087694577973815009 0.0007707959972527061 0.0017475069648734138 0.0015410678507048661 0.0026989889170654312 0.0016517474192806534 0.0025710679720523885 0.002291153820737267 0.00032085487384420395 0.0023116667839097171 0.0014161868966758005 0.0019204025569053618 0.0015961454860205795 0.0017393346512014891 0.0018735253455937292 0.0020831801240375736 0.002082422177942995 0.0023087391957992819 0.0021511944552786559
leaf_weight=62 58 103 58 69 101 68 93 56 64 171 71 53 54 60 57 52 75 354 113 1089 55
leaf_count=62 58 103 58 69 101 68 93 56 64 171 71 53 54 60 57 52 75 354 113 1089 55
internal_value=0 0.00212594 0.00121751 0.00144648 0.00133235 0.00160441 0.00219823 0.00217651 0.00222504 0.00224223 0.000571153 0.00175995 0.00175068 0.0018492 0.00187663 0.00202856 0.00211636 0.00215099 0.00230186 0.00228749 0.00203109
internal_weight=0 2443 493 364 204 295 2239 2146 1922 1866 129 224 237 183 162 105 600 525 1266 1202 115
internal_count=2936 2443 493 364 204 295 2239 2146 1922 1866 129 224 237 183 162 105 600 525 1266 1202 115
is_linear=0
shrinkage=0.0032998


Tree=5321
num_leaves=25
num_cat=0
split_feature=1 2 15 2 2 11 124 12 3 1 13 12 43 1429 12 448 12 43 12 3 43 49 12 43
split_gain=29.9575 5.92702 4.3563 3.87944 3.14294 1.65147 1.3977 1.378 1.12404 1.02884 0.934402 0.908275 0.843291 0.639309 0.585515 0.53026 0.467249 0.45617 0.3602 0.306877 0.269422 0.240165 0.208379 0.0511573
threshold=0.10749500000000002 0.14132000000000003 -0.21242999999999998 0.10100500000000003 0.10745500000000001 1.0000000180025095e-35 -0.082389999999999977 0.087470000000000006 -0.036264999999999992 0.13130500000000003 -0.08811999999999999 0.095775000000000013 -0.00080499999999999983 -1.0000000180025095e-35 0.087135000000000004 -1.0000000180025095e-35 0.090335000000000013 -0.074874999999999983 0.11878500000000002 -0.094334999999999988 -0.14968999999999996 -1.0000000180025095e-35 0.099370000000000014 -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 2
left_child=3 2 9 5 8 6 -1 12 17 -2 -3 -9 -5 -8 -7 -15 19 -4 22 -17 -18 -6 -13 -24
right_child=1 10 4 7 21 14 13 11 -10 -11 -12 18 -14 15 -16 16 20 -19 -20 -21 -22 -23 23 -25
leaf_value=0.0014464800907858265 0.0010429453181229813 0.00014431188010140801 0.0017773319553659997 0.0011020801515015455 0.00095999671467116683 0.0026108000841995748 0.0023024150641114162 0.0020603930633597166 0.0014336510508177961 0.00049168481634341999 0.00071018177177049468 0.0015835617424025006 0.0015974400090895823 0.001653836577412267 0.0021242404775061803 0.0018252158043326791 0.0020772972236327084 0.0022083537885240491 0.0014295478633209843 0.0020399395379699643 0.0018706861661382215 0.0012513016087240527 0.0019164860109380573 0.0017547803983464238
leaf_weight=55 88 56 56 62 65 59 67 92 63 64 74 59 97 57 52 82 85 54 54 963 465 62 52 53
leaf_count=55 88 56 56 62 65 59 67 92 63 64 74 59 97 57 52 82 85 54 54 963 465 62 52 53
internal_value=0 0.00108805 0.00126668 0.0019243 0.00149741 0.00199121 0.00196667 0.0016553 0.00178712 0.000811067 0.000466693 0.00178382 0.0014045 0.00198329 0.00238318 0.00197033 0.00198161 0.00198924 0.00166694 0.00202312 0.00190268 0.00110249 0.00174489 0.0018352
internal_weight=0 582 452 2354 300 1885 1774 469 173 152 130 310 159 1719 111 1652 1595 110 218 1045 550 127 164 105
internal_count=2936 582 452 2354 300 1885 1774 469 173 152 130 310 159 1719 111 1652 1595 110 218 1045 550 127 164 105
is_linear=0
shrinkage=0.0032998


Tree=5322
num_leaves=27
num_cat=0
split_feature=1 1 155 47 1 151 123 16 13 49 1453 13 11 16 16 160 16 133 1429 1456 1429 1 42 16 43 16
split_gain=27.3321 5.06682 2.14981 2.08131 2.04997 1.59623 0.929471 0.830483 0.779951 0.568956 0.502523 0.55629 0.740158 0.567399 0.473771 0.404789 0.541902 0.375081 0.327782 0.281458 0.242037 0.212427 0.21159 0.280689 0.162073 0.124052
threshold=0.10398500000000001 0.13612500000000002 0.091145000000000018 0.078345000000000012 0.090650000000000022 -0.08095999999999999 0.086730000000000015 -0.10850999999999998 -0.27740999999999993 -0.052284999999999991 -0.057839999999999996 0.032645000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 -0.085264999999999994 -0.077324999999999991 -0.077679999999999985 1.0000000180025095e-35 0.084770000000000012 0.088975000000000012 -1.0000000180025095e-35 0.096315000000000026 0.082690000000000013 -0.026479999999999997 -0.43328499999999998 -0.081904999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 10 -6 9 -5 -3 -2 -1 12 18 24 -10 -7 -17 21 19 20 -12 -18 23 -11 -13 -26
right_child=1 8 -4 7 5 15 -8 -9 14 22 11 13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 25 -27
leaf_value=0.0013200962602386277 0.0010227029765055417 -4.3907417698573116e-05 0.001537866561910255 0.00088599438049463588 0.00082437723752218795 0.0011565789335516953 0.00034135369275159971 0.001409787088293777 0.00022181352446324086 0.00075105427184950127 0.0018285547475685217 0.0016713734739949265 0.0019491963456192672 0.0011883509511284025 0.00065508720856273224 0.0012122092850623692 0.0017775523733331174 0.0013098217766739906 0.0013923522012700695 0.0013889392255358229 0.0015939275726763991 0.0015005327325213142 0.0008577633837052452 0.00042578079960858069 0.0015660078324619799 0.0013318055044375292
leaf_weight=94 78 59 55 58 66 66 64 78 59 64 52 61 62 78 52 75 67 52 99 73 1252 60 52 54 54 52
leaf_count=94 78 59 55 58 66 66 64 78 59 64 52 61 62 78 52 75 67 52 99 73 1252 60 52 54 54 52
internal_value=0 0.000754914 0.000921394 0.000845632 0.00151248 0.00129294 0.000696865 0.00118666 0.000262124 0.000788467 0.00155761 0.00157011 0.00159357 0.00142273 0.000425106 0.00138947 0.00144984 0.00154921 0.00157861 0.00159197 0.00160331 0.00164695 0.000680787 0.000602499 0.00153199 0.00145145
internal_weight=0 673 503 448 2263 386 312 136 170 248 1877 1783 1538 245 111 320 254 179 1476 1377 1304 127 170 118 167 106
internal_count=2936 673 503 448 2263 386 312 136 170 248 1877 1783 1538 245 111 320 254 179 1476 1377 1304 127 170 118 167 106
is_linear=0
shrinkage=0.0032998


Tree=5323
num_leaves=17
num_cat=0
split_feature=2 11 11 2 52 52 151 474 48 1443 0 2 2 52 2 0
split_gain=1.16852 0.319232 0.326523 0.315671 0.272681 0.46155 0.243988 0.218132 0.208739 0.17686 0.193756 0.174394 0.145654 0.126173 0.0978241 0.0934159
threshold=0.11366500000000002 0.089795000000000014 0.080455000000000013 -0.10238999999999998 -0.41694999999999993 -0.069059999999999996 0.0014250000000000003 -0.020034999999999994 0.014805 1.0000000180025095e-35 -0.032274999999999991 0.13554000000000002 0.12068000000000001 -0.025259999999999994 0.15086000000000002 -0.14015999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 -6 7 -5 11 10 -9 12 -7 -8 -13 -10
right_child=4 -3 -4 6 5 8 13 9 15 -11 -12 14 -14 -15 -16 -17
leaf_value=0.0010473660079472859 0.015790637639113161 0.0024225344424846644 0.025339110939594775 0.023935851430426203 -0.0068962183417437505 0.0082132142784966961 0.012476714901051856 0.014053828730369509 -0.0048796115914131804 0.0060298822403773216 0.020666061549634584 0.00015317368569465534 0.020300465696525279 0.0014613705855518119 0.0098735794522778544 0.0051114945782828394
leaf_weight=54 57 68 72 68 96 62 56 1853 53 73 136 65 53 63 54 53
leaf_count=54 57 68 72 68 96 62 56 1853 53 73 136 65 53 63 54 53
internal_value=0 0.0138236 0.0141492 0.0137986 0.00483566 0.00339936 0.014104 0.014519 0.00631163 0.0142076 0.0145069 0.00911822 0.0137995 0.00666016 0.00457921 9.89926e-05
internal_weight=0 2443 2375 2303 493 436 2249 2130 340 2062 1989 234 115 119 119 106
internal_count=2936 2443 2375 2303 493 436 2249 2130 340 2062 1989 234 115 119 119 106
is_linear=0
shrinkage=0.16829


Tree=5324
num_leaves=26
num_cat=0
split_feature=1 14 15 2 11 3 16 4 47 16 3 16 4 0 16 4 15 2 4 4 4 15 2 474 42
split_gain=0.856654 0.439309 0.421302 0.368486 0.718283 0.319325 0.470812 0.301203 0.27454 0.263539 0.294539 0.353107 0.296526 0.278111 0.247684 0.334003 0.270996 0.25201 0.215552 0.210042 0.200892 0.262685 0.172294 0.142406 0.128093
threshold=0.11374000000000002 -0.41992499999999994 -0.077474999999999988 0.10100500000000003 0.080455000000000013 -0.10175499999999998 0.3935300000000001 -0.03463999999999999 0.087850000000000025 -0.15693499999999996 -0.12077499999999998 -0.0030649999999999996 -0.008114999999999999 -0.08155999999999998 -0.45743999999999996 -0.0086549999999999978 -0.063834999999999989 0.10745500000000001 0.016670000000000001 0.13995000000000002 0.51734000000000002 -0.19153499999999998 0.11203000000000002 0.085925000000000015 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 20 4 9 6 -5 -4 -9 19 -11 18 13 -13 -7 17 22 -16 23 -1 21 -3 -17 -12 -19
right_child=1 2 7 5 -6 14 -8 8 -10 10 11 12 -14 -15 15 16 -18 24 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.027369891847862649 0.017176420650036012 -0.014153673303589224 0.017311612490195992 -0.010963889731686003 0.029309446210107608 0.018292601632519799 0.010571989385435004 -0.0052732321728375595 0.011177800341903682 0.00075103357520435064 0.011527785507326856 0.0061668339860308438 0.024684383187734485 0.017110813994823466 0.022841619432548175 0.00091494751810859123 -0.0068064347948871588 0.0027656935697748641 0.002508136994221023 0.013274376066153578 0.0039102890153040757 3.6677397541662027e-06 0.01339394634752691 0.0035013590133520654 0.014157798559134406
leaf_weight=54 58 73 60 58 70 78 57 60 55 71 1121 96 91 213 53 63 57 54 90 69 71 75 63 67 59
leaf_count=54 58 73 60 58 70 78 57 60 55 71 1121 96 91 213 53 63 57 54 90 69 71 75 63 67 59
internal_value=0 0.0034991 0.00148113 0.0114703 0.0125545 0.00758204 -0.000273962 0.00764047 0.00257903 0.0119271 0.0113951 0.0118444 0.0162162 0.0137166 0.00970203 0.00777693 0.00280598 0.0132461 0.0104746 0.0194773 -0.00343251 -0.00696721 0.00716871 0.0110766 0.00872968
internal_weight=0 452 394 2484 1942 542 115 175 115 1872 1749 1678 400 309 427 349 183 166 1278 123 219 148 126 1188 113
internal_count=2936 452 394 2484 1942 542 115 175 115 1872 1749 1678 400 309 427 349 183 166 1278 123 219 148 126 1188 113
is_linear=0
shrinkage=0.16829


Tree=5325
num_leaves=17
num_cat=0
split_feature=39 9 484 0 3 49 11 484 1446 1446 483 3 14 484 0 484
split_gain=0.891902 0.533496 0.420227 0.452448 0.376292 0.277524 0.270809 0.212889 0.197645 0.234807 0.19504 0.288342 0.269014 0.163536 0.1388 0.112188
threshold=0.11829000000000002 -1.0000000180025095e-35 -0.012019999999999998 -0.23089999999999997 0.14813000000000001 -0.011669999999999998 0.092225000000000015 -0.15946499999999997 0.085865000000000011 0.081030000000000019 0.032770000000000007 -0.080234999999999987 0.020750000000000005 -0.080974999999999978 -0.097224999999999992 -0.41630999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 6 -3 10 15 9 13 12 -12 -5 -9 -6 -7
right_child=-2 2 3 4 14 7 -8 8 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=-0.0041246985655941197 -0.01154301143256138 0.025486373984022728 -0.0053028652734432346 0.0094734216695447696 -0.0060501893868991734 0.011378706539576145 -0.0013146436499009003 0.0090894816889430536 0.0076017856058171419 0.027397213120306796 -0.0049415723572411169 0.011979608295494925 0.020269872711177094 0.020533719340044061 0.0055734873341817858 0.00039242505597525369
leaf_weight=89 63 52 68 1913 63 53 68 81 78 52 63 52 68 64 54 53
leaf_count=89 63 52 68 1913 63 53 68 81 78 52 63 52 68 64 54 53
internal_value=0 0.00868739 0.00909791 0.00820802 0.00861159 0.0139213 0.00911425 0.0123382 0.0148123 0.0176581 0.00945345 0.00269412 0.00984493 0.0141531 -0.00067006 0.00590252
internal_weight=0 2871 2782 2349 2281 433 2164 381 275 197 2096 115 1981 145 117 106
internal_count=2934 2871 2782 2349 2281 433 2164 381 275 197 2096 115 1981 145 117 106
is_linear=0
shrinkage=0.16829


Tree=5326
num_leaves=31
num_cat=0
split_feature=12 2 2 2 2 16 150 12 42 52 0 12 51 0 2 16 0 160 51 2 456 2 52 133 12 52 0 402 12 42
split_gain=15.952 6.27747 3.69908 3.35525 3.07633 1.35898 1.35009 1.68691 1.30503 0.998761 0.78143 0.674474 0.5698 0.560397 0.479967 0.410557 0.406098 0.343927 0.42678 0.301453 0.288489 0.252794 0.373458 0.252391 0.225276 0.18392 0.171494 0.154722 0.106199 0.058761
threshold=0.056995000000000011 0.13501500000000002 0.14132000000000003 -0.0098549999999999974 0.10859000000000001 -0.5103049999999999 0.088040000000000021 -1.0000000180025095e-35 -0.0047199999999999994 0.047800000000000009 -0.066574999999999981 0.093125000000000013 -1.0000000180025095e-35 -0.016414999999999996 0.098655000000000007 -0.091354999999999978 -0.10594499999999998 -0.030229999999999996 -0.021529999999999997 0.084535000000000013 0.08542000000000001 0.11657500000000001 0.0030150000000000008 0.085785000000000014 0.11395500000000001 0.085175000000000015 -0.060454999999999995 -0.071209999999999982 0.086850000000000024 0.086745000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 10 6 -2 7 8 -5 16 -1 15 -9 14 24 25 -6 20 -19 -20 23 22 -16 -17 27 28 -4 -13 -7 -27
right_child=1 -3 26 4 9 11 -8 12 -10 -11 -12 13 -14 -15 21 17 -18 18 19 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.00077975432654482527 0.00097177966667597406 0.0004361632795072227 0.00045231219404769552 0.0014803310384286206 0.00049661486743279794 0.0018371202286771445 0.00082242463056459651 0.0014543137856614431 0.00079021372287893402 0.0011613166756443954 0.0002671712556003263 0.0015908129977872739 0.0018782680689870114 0.0011433098402429411 0.0010284183193993138 0.0012729092059640234 0.00085682873672892864 0.0017427269482584334 0.0015922835449220748 0.0014443463523029806 0.001605071922431995 0.0014678627355430838 0.0013751725460543027 0.0015002811423758182 0.0016904148214031849 0.0016261132336574625 0.00019691368493581776 0.0014247463471945534 0.0016409613648890797 0.0014742412539717896
leaf_weight=60 60 67 64 55 92 59 55 83 66 53 71 84 61 86 64 167 55 93 251 404 61 66 75 82 57 63 53 284 76 67
leaf_count=60 60 67 64 55 92 59 55 83 66 53 71 84 61 86 64 167 55 93 251 404 61 66 75 82 57 63 53 284 76 67
internal_value=0 0.00143122 0.000877576 0.00097469 0.00109365 0.00146296 0.00129447 0.0013923 0.00110419 0.000772172 0.000502211 0.0014774 0.00163415 0.00139523 0.00142956 0.00152184 0.000631628 0.00149238 0.00153118 0.00150109 0.00139864 0.0012971 0.00121577 0.00134793 0.00149337 0.00163935 0.00033692 0.00146275 0.00172695 0.00154811
internal_weight=0 2166 768 651 520 2099 320 265 121 200 131 2039 144 716 630 1323 147 1058 748 655 310 205 139 249 425 265 117 368 135 130
internal_count=2934 2166 768 651 520 2099 320 265 121 200 131 2039 144 716 630 1323 147 1058 748 655 310 205 139 249 425 265 117 368 135 130
is_linear=0
shrinkage=0.0032998


Tree=5327
num_leaves=30
num_cat=0
split_feature=1 1 1213 52 52 52 13 15 52 12 13 48 133 1446 155 15 123 403 1419 475 160 43 15 403 15 43 12 12 13
split_gain=0.880917 0.528402 0.256375 0.335446 0.211451 0.476541 0.272571 0.416451 0.308957 0.253479 0.208045 0.334864 0.202057 0.324252 0.257131 0.200341 0.311366 0.199704 0.171331 0.232751 0.212125 0.302708 0.136522 0.115082 0.116122 0.110431 0.0861742 0.0657775 0.0564939
threshold=0.090650000000000022 0.14860500000000001 0.08900000000000001 0.088785000000000017 -0.41694999999999993 -0.14794999999999997 -0.0042049999999999995 -0.037394999999999991 0.008405000000000001 0.093815000000000023 1.0000000180025095e-35 0.085395000000000013 -0.00087999999999999992 0.085465000000000027 0.09828000000000002 -0.40166999999999992 0.085255000000000011 -0.091109999999999983 0.084795000000000023 -0.085684999999999997 -0.089599999999999985 0.058415000000000009 0.084845000000000018 0.085340000000000013 1.0000000180025095e-35 -0.072829999999999992 0.087825000000000014 0.088965000000000002 -0.042269999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 12 -4 9 -6 8 10 15 -2 11 -8 13 17 18 -7 -17 -1 19 -14 25 -22 23 24 -19 -21 -24 -10 -28
right_child=1 -3 3 -5 5 6 7 -9 27 -11 -12 -13 14 -15 -16 16 -18 22 -20 20 21 -23 26 -25 -26 -27 28 -29 -30
leaf_value=-0.0012923389196664468 0.018771648581210547 -0.0099416993848555346 0.024205414612915897 0.0069880965979457615 -0.010816296736574584 -0.0095062872539221667 0.028126662284505333 0.00047940237857008823 0.0045808665635765503 0.0042226653005342047 0.0071038459628470288 0.0091382348396780982 0.020561521166009261 -0.004939331666881098 -0.00083093281747185447 -0.0013525580647130871 0.013168314147009591 0.0063166394131378024 0.0026084524954307297 0.018416089252205052 0.0088074914160879182 0.021576976545852319 0.011124435813379432 0.017113339606531882 0.015433410832249689 0.0097447600508459124 0.0076447390248626391 0.011337692806278282 0.0010251461465641055
leaf_weight=56 64 73 78 55 58 57 54 100 73 73 73 52 79 59 52 213 52 116 62 144 715 57 69 83 61 60 65 96 85
leaf_count=56 64 73 78 55 58 57 54 100 73 73 73 52 79 59 52 213 52 116 62 144 715 57 69 83 61 60 65 96 85
internal_value=0 0.0038554 0.00995753 0.017099 0.00490098 0.00388432 0.00499397 0.00919691 0.00260208 0.0110324 0.014057 0.0188285 0.00941776 0.00688183 0.0107048 -0.000450934 0.00149004 0.00818883 0.0112434 0.0117492 0.0110341 0.00975264 0.00930102 0.011916 0.00946873 0.0158745 0.00618824 0.00842969 0.00390561
internal_weight=0 1038 1896 133 965 828 770 279 491 137 179 106 1763 594 1169 322 265 535 1117 1055 976 772 479 260 177 204 219 169 150
internal_count=2934 1038 1896 133 965 828 770 279 491 137 179 106 1763 594 1169 322 265 535 1117 1055 976 772 479 260 177 204 219 169 150
is_linear=0
shrinkage=0.16829


Tree=5328
num_leaves=29
num_cat=0
split_feature=4 1 3 3 1 150 13 1 39 484 133 1 156 16 4 1 47 16 16 1 52 484 43 16 43 16 16 474
split_gain=16.9186 5.20453 2.48376 1.24153 0.875106 0.867057 0.783687 0.781047 0.749533 0.609247 0.742376 0.602663 0.501062 0.413387 0.384843 0.486299 0.36377 0.362107 0.361313 0.338948 0.272867 0.270306 0.239082 0.238175 0.230982 0.179857 0.136982 0.126897
threshold=0.31392000000000003 0.10398500000000001 -0.036264999999999992 -0.07249499999999999 0.14684500000000003 0.085845000000000019 -0.13226499999999999 0.087225000000000011 0.0047850000000000011 0.062930000000000014 0.085730000000000015 0.096315000000000026 0.083125000000000018 -0.0071849999999999995 0.41248000000000007 0.11417500000000001 0.078345000000000012 -0.013819999999999997 0.25032500000000008 0.11359000000000001 0.029970000000000007 -0.020824999999999996 -0.069944999999999993 -0.14669499999999996 0.018455000000000003 -0.40885499999999991 0.51165500000000008 0.083865000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 19 6 14 16 -1 12 11 18 13 -9 17 -11 -2 -16 -4 20 21 -3 -5 22 -8 -23 -22 -17 -20 -12
right_child=4 2 5 7 -6 -7 9 8 -10 10 27 -13 -14 -15 15 25 -18 -19 26 -21 24 23 -24 -25 -26 -27 -28 -29
leaf_value=0.001859077505440085 0.00038777137887307877 0.001449550277651311 0.00072585658547902733 0.0012480959249050471 0.00020138240068324191 0.00040777113185867325 0.0015334778800852504 0.0010778356606738454 0.00077904186732437103 0.0013206615877024111 0.0016132426924087152 0.0015208012815747581 0.0016482006222021991 0.00092614110475073522 0.00096708015519239674 0.00051756019254856317 0.0010878261320954286 0.0011565273075986641 0.0012467634660067995 0.0011525308166016944 0.0016540566730580968 0.0016528168700525477 0.0017633740780039252 0.0014604832023212553 0.0013488417173321361 0.00076250696335929688 0.0014592849321732151 0.0013795569980240196
leaf_weight=55 52 75 68 73 61 61 186 91 52 56 53 54 64 62 57 93 56 97 94 100 60 79 71 947 53 52 56 56
leaf_count=55 52 75 68 73 61 61 186 91 52 56 53 54 64 62 57 93 56 97 94 100 60 79 71 947 53 52 56 56
internal_value=0 0.00136676 0.000997947 0.00142551 0.000557131 0.000730924 0.00146923 0.00128764 0.00112075 0.00145629 0.00129621 0.00124305 0.00138228 0.00111367 0.000642428 0.000707809 0.000889611 0.00132202 0.00148162 0.00128003 0.00140814 0.00149975 0.00159713 0.00147533 0.00151121 0.000605646 0.00132634 0.00149351
internal_weight=0 2619 360 2259 315 185 1715 544 197 1660 227 145 347 118 254 202 124 283 1433 175 186 1283 257 1026 113 145 150 109
internal_count=2934 2619 360 2259 315 185 1715 544 197 1660 227 145 347 118 254 202 124 283 1433 175 186 1283 257 1026 113 145 150 109
is_linear=0
shrinkage=0.0032998


Tree=5329
num_leaves=21
num_cat=0
split_feature=1 40 10 150 150 51 2 1 0 403 401 0 1443 42 155 159 2 159 43 3
split_gain=0.685484 0.410865 0.304133 0.382333 0.348365 0.228076 0.253355 0.330716 0.297255 0.202542 0.178347 0.752531 0.32124 0.233518 0.12386 0.101797 0.349248 0.162482 0.151862 0.201649
threshold=0.090740000000000015 -0.08440499999999998 0.057650000000000007 0.11801000000000002 -0.07009 0.10532000000000001 0.11523000000000001 0.11039500000000001 -0.11742499999999999 -0.5335399999999999 0.080265000000000017 -0.080244999999999997 1.0000000180025095e-35 0.08542000000000001 0.10071000000000001 0.082200000000000009 0.086665000000000006 0.089030000000000012 -0.18906999999999999 -0.091034999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 4 -3 6 7 -6 -8 -1 12 13 14 -12 15 18 -17 -18 -11 -20
right_child=1 2 -4 -5 5 -7 8 -9 -10 10 11 -13 -14 -15 -16 16 17 -19 19 -21
leaf_value=0.017048151574439296 -0.0067904811928410887 -0.0066257036485986272 -0.0069156664914193271 -0.0073197260915229961 0.0057859648459240454 0.015615631858031319 0.010519497775477029 0.015383290473468718 -0.0042839069068709174 -3.4768977436732447e-05 0.0041496546023436246 -0.012379378648679188 0.022191572437250812 0.017486490979721905 0.001045640245644394 0.0023858943918728909 0.024486513660603181 0.013165606990138893 0.014101701553062351 0.0081707331200565423
leaf_weight=92 92 52 57 59 376 89 59 140 110 53 79 56 55 71 53 69 52 121 195 1004
leaf_count=92 92 52 57 59 376 89 59 140 110 53 79 56 55 71 53 69 52 121 195 1004
internal_value=0 0.00393567 0.00498514 0.00575367 0.00668966 0.00758655 0.00654073 0.00839337 0.000873515 0.00932392 0.00892988 0.004253 0.00953015 0.0104744 0.00907885 0.00936262 0.0125395 0.0165788 0.00874713 0.00913682
internal_weight=0 1034 942 885 826 774 685 516 169 1900 1808 206 1602 150 1547 1494 242 173 1252 1199
internal_count=2934 1034 942 885 826 774 685 516 169 1900 1808 206 1602 150 1547 1494 242 173 1252 1199
is_linear=0
shrinkage=0.16829


Tree=5330
num_leaves=23
num_cat=0
split_feature=2 15 15 1 52 3 16 0 52 3 2 16 15 16 42 2 0 15 159 16 1212 12
split_gain=0.476783 0.563078 0.369032 0.329518 0.306121 0.722976 0.433793 0.430704 0.31337 0.332078 0.292501 0.52321 0.314309 0.469514 0.241067 0.231709 0.168456 0.249179 0.196284 0.315693 0.112808 0.0958045
threshold=0.14808000000000002 -0.084454999999999988 -0.41956999999999994 0.13130500000000003 -0.092084999999999986 -0.15041499999999997 -0.08267999999999999 -0.097774999999999987 0.086555000000000007 0.0025650000000000004 0.093320000000000014 -0.0070549999999999996 -0.13513499999999998 -0.14879499999999998 0.095215000000000008 0.10709500000000001 -0.084444999999999978 -0.080264999999999989 0.10314500000000001 0.51041000000000014 -0.0087749999999999981 0.094600000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 7 6 -6 -4 10 14 12 15 -7 -14 20 -12 -9 -18 19 -19 -10 -16
right_child=1 -3 4 -5 5 8 -8 16 9 -11 11 -13 13 -15 21 -17 17 18 -20 -21 -22 -23
leaf_value=0.0052898408298645483 0.0049356962204229141 -0.01744135441763825 0.022770746858475233 -0.010889448214728419 0.0025726562689412542 0.017385373764299512 -0.018326290254946673 0.0021172166563364178 0.016794292531887457 0.021573053401757997 -0.00051886191764434952 -0.011285612691309203 -0.0081800140560822788 0.0068900859463378395 -0.0024896796793091279 0.0097770745731673731 0.020854616804159083 0.0019733015231363261 0.017920661484129925 0.013416979806427859 0.009264685164855695 0.0060734329492376287
leaf_weight=82 82 52 71 63 61 72 52 90 65 60 124 77 63 811 62 123 54 165 53 117 463 91
leaf_count=82 82 52 71 63 61 72 52 90 65 60 124 77 63 811 62 123 54 165 53 117 463 91
internal_value=0 -0.00373453 0.00653142 -0.00172739 0.00697993 0.00606166 -0.00702866 0.0105229 0.00679811 0.00955125 0.00519033 0.000819926 0.00668527 0.00580174 0.00848942 0.00460099 0.00870368 0.0102229 0.00850379 0.00672758 0.010195 0.00259167
internal_weight=0 134 2819 145 2674 2124 113 550 2011 741 1270 324 946 874 681 247 479 389 335 282 528 153
internal_count=2953 134 2819 145 2674 2124 113 550 2011 741 1270 324 946 874 681 247 479 389 335 282 528 153
is_linear=0
shrinkage=0.16829


Tree=5331
num_leaves=25
num_cat=0
split_feature=4 1 3 0 1 4 4 11 3 2 124 2 1 14 1 1453 0 42 3 1 160 4 402 52
split_gain=18.0064 4.32726 3.24976 2.17497 1.77076 1.47576 1.31449 0.797395 0.601851 0.563549 0.479638 0.449066 0.332374 0.307661 0.304447 0.250729 0.278585 0.404195 0.244668 0.204672 0.180364 0.221737 0.140547 0.121445
threshold=0.31392000000000003 0.095435000000000006 -0.036264999999999992 0.056895000000000008 0.14860500000000001 -0.17006499999999999 0.032770000000000001 1.0000000180025095e-35 -0.082504999999999981 0.11543500000000002 -0.084084999999999979 0.093320000000000014 0.13074500000000003 0.073890000000000011 0.122075 -0.076919999999999988 -0.13843999999999998 0.084645000000000012 -0.023409999999999997 0.11359000000000001 -0.35906499999999991 0.020110000000000006 -1.0000000180025095e-35 0.0030150000000000008
decision_type=2 2 2 2 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 11 9 -4 10 8 -3 14 -7 13 -11 15 -2 -1 -17 -18 20 -10 -13 22 -22 -23
right_child=4 2 5 -5 -6 6 -8 -9 19 12 -12 18 -14 -15 -16 16 17 -19 -20 -21 21 23 -24 -25
leaf_value=0.0013565588329939756 0.00062565206392171393 0.00060185000690300217 0.00099887363237481067 0.00057579973003882333 -0.00034385956370086752 0.00047367886070513938 0.0008078001917073991 0.0013197003505022759 0.0011066275732289851 0.00030448339456480854 9.1662483982018786e-05 0.00091940667655275121 -9.656474367956205e-06 0.0013666156976063621 0.00029858762708429509 0.00091648353646152229 0.0011986318221011575 0.0010785633316527697 0.00087648298153460028 0.00087886487645425654 0.0010197024903129909 0.0009144786035485624 0.0012174271725974969 0.0011154377999027848
leaf_weight=58 71 52 54 83 52 56 59 70 101 96 100 74 59 71 56 64 666 583 87 79 55 83 165 59
leaf_count=58 71 52 54 83 52 56 59 70 101 96 100 74 59 71 56 64 666 583 87 79 55 83 165 59
internal_value=0 0.00102904 0.000774804 0.0010999 0.000215336 0.000510771 0.000388014 0.00100987 0.000916234 0.000318575 0.000229022 0.00112202 0.00018468 0.00115229 0.000481712 0.00114116 0.00113162 0.00114262 0.0010385 0.00100686 0.00107075 0.00110159 0.00116816 0.000998224
internal_weight=0 2619 571 2048 334 269 215 302 232 282 156 1965 155 1442 127 1371 1313 1249 523 180 436 362 220 142
internal_count=2953 2619 571 2048 334 269 215 302 232 282 156 1965 155 1442 127 1371 1313 1249 523 180 436 362 220 142
is_linear=0
shrinkage=0.0032998


Tree=5332
num_leaves=21
num_cat=0
split_feature=4 2 1 150 1 52 15 4 2 0 3 15 2 42 1447 15 3 52 2 42
split_gain=19.0367 6.23362 3.58519 2.4585 2.20437 1.17896 1.14237 1.13886 0.933179 0.784475 0.744953 0.709886 0.626393 0.592159 0.493607 0.44161 0.489144 0.382846 0.26708 0.200637
threshold=0.31392000000000003 0.14253500000000002 0.091395000000000018 0.077110000000000012 0.13042000000000001 -0.16495999999999997 0.09295500000000001 -0.018964999999999999 0.093470000000000011 0.040570000000000002 -0.10859999999999999 -0.41725999999999991 0.10100500000000003 0.088060000000000013 -0.085709999999999995 -0.14868999999999996 0.085090000000000013 0.12603000000000003 0.11504500000000002 0.093155000000000016
decision_type=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 13 10 7 -7 -9 14 -4 -6 -5 18 -1 -16 17 -17 -2 -8
right_child=4 -3 3 12 11 6 19 8 -10 -11 -12 -13 -14 -15 15 16 -18 -19 -20 -21
leaf_value=0.0018260220454909813 0.0011681374106866445 0.00055733849966997477 0.0019335119672504969 0.0010809305896810136 0.00049777665621566049 0.00079456401549565 0.0016853752221145889 0.0014482766473443152 0.00092890658979326779 0.0012540105576378624 0.0014436468700469638 3.5470066209291323e-05 0.00062584980644458618 0.00058734670033182561 0.0018082819210598052 0.0015788072998496883 0.0012446538447657177 0.0014211954709380727 0.00085263474846109834 0.0014191807815760137
leaf_weight=81 57 82 55 73 103 72 53 123 55 90 91 56 61 55 76 1370 57 197 63 83
leaf_count=81 57 82 55 73 103 72 53 123 55 90 91 56 61 55 76 1370 57 197 63 83
internal_value=0 0.00145348 0.00148243 0.00127423 0.000616773 0.00137496 0.001279 0.00114603 0.001288 0.00155653 0.00162843 0.000335173 0.00087403 0.000872425 0.00157179 0.00155966 0.001548 0.00155902 0.00100279 0.00152318
internal_weight=0 2619 2537 666 334 532 386 250 178 1871 146 159 134 175 1781 1700 1624 1567 120 136
internal_count=2953 2619 2537 666 334 532 386 250 178 1871 146 159 134 175 1781 1700 1624 1567 120 136
is_linear=0
shrinkage=0.0032998


Tree=5333
num_leaves=22
num_cat=0
split_feature=4 2 123 2 0 0 4 4 14 0 11 156 124 15 52 483 4 0 2 52 402
split_gain=18.6185 4.33449 2.37218 1.76678 3.07512 0.837705 0.780643 0.741962 0.636581 0.545409 0.522321 0.490907 0.458216 0.443008 0.535225 0.389776 0.371298 0.338306 0.222823 0.217017 0.128067
threshold=0.31392000000000003 0.14253500000000002 1.0000000180025095e-35 0.093320000000000014 -0.12851999999999997 -0.074249999999999997 0.51395000000000002 0.0040650000000000009 -0.41608999999999996 -0.10147999999999999 0.077600000000000016 0.10779500000000002 -0.083859999999999976 0.015700000000000002 -0.09590499999999999 -0.046924999999999988 0.097095000000000015 0.048825000000000007 0.11666500000000002 0.029970000000000007 -0.064934999999999979
decision_type=2 2 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 10 8 -5 -2 -10 15 17 -4 14 -7 -1 -17 19 -8 -6 -15
right_child=6 -3 12 4 11 13 18 -9 9 -11 -12 -13 -14 20 -16 16 -18 -19 -20 -21 -22
leaf_value=0.0017049261519837553 0.00095661777002319537 0.0006223360003769511 0.00082392274159011499 0.00052047828838713145 0.0012925882287019529 0.0013911783089062665 0.00045754228324000384 0.0010629467309557798 0.00071191487344751984 0.00033764141717409758 0.0018361855281471206 0.0016337605419996025 0.0012022751311823424 0.001332637110356073 0.00098561542912791269 0.00149331421073367 0.0012196426066223062 0.0011259248769986956 0.00015071656968770959 0.0014405967808213949 0.0015606971296327193
leaf_weight=93 56 82 84 59 208 69 52 52 99 75 52 71 61 53 75 1223 58 72 52 244 63
leaf_count=93 56 82 84 59 208 69 52 52 99 75 52 71 61 53 75 1223 58 72 52 244 63
internal_value=0 0.00136981 0.00139395 0.00141883 0.00127987 0.001477 0.000542346 0.000774925 0.000649755 0.000550793 0.00150856 0.00137401 0.000983335 0.00130374 0.00118019 0.00149614 0.00148095 0.00133874 0.000304468 0.00137256 0.0014568
internal_weight=0 2619 2537 2392 706 1686 334 111 230 174 1426 595 145 260 144 1374 1281 524 104 452 116
internal_count=2953 2619 2537 2392 706 1686 334 111 230 174 1426 595 145 260 144 1374 1281 524 104 452 116
is_linear=0
shrinkage=0.0032998


Tree=5334
num_leaves=28
num_cat=0
split_feature=4 2 12 2 2 2 2 4 12 4 2 2 133 0 2 0 0 14 15 4 483 4 52 0 4 12 12
split_gain=53.0355 15.2649 9.52975 2.96181 3.91236 2.05913 1.73309 1.53541 1.49951 1.03156 1.02328 0.879774 0.635747 0.488526 0.484473 0.462246 0.455023 0.417765 0.543405 0.363127 0.347086 0.38929 0.325872 0.474088 0.219807 0.176374 0.0385309
threshold=0.31392000000000003 0.13388500000000003 1.0000000180025095e-35 0.10773000000000001 -0.0098549999999999974 0.092250000000000013 0.15205000000000002 -0.011534999999999998 0.092735000000000026 0.057200000000000008 0.14808000000000002 0.091290000000000024 0.070495000000000016 -0.090614999999999987 0.10043500000000001 -0.09008999999999999 -0.13955999999999996 -1.0000000180025095e-35 -0.13843999999999998 -0.040874999999999995 -0.039084999999999988 -0.079939999999999983 -0.54643499999999989 -0.050704999999999993 -0.079614999999999977 0.098355000000000012 0.085280000000000009
decision_type=2 2 2 2 2 2 2 2 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 14 -7 11 13 -3 15 -13 -10 -2 24 -5 -16 -19 -6 -17 -22 -15 -24 -4 -11 -26
right_child=6 10 8 16 5 7 -8 -9 9 25 -12 12 -14 22 17 20 -18 18 -20 -21 21 -23 23 -25 26 -27 -28
leaf_value=0.0063705246249308135 0.0057432915696228369 0.0063907866228013295 0.007814372796337378 0.0061600499050808184 0.0076710354093398863 0.0072462632921746232 0.0053070875309501634 0.0065421948477427183 0.0076070061650465697 0.0070958228128480509 0.0057591036163000256 0.0069897247129957736 0.0073968451152006684 0.0075320048933709572 0.0062818746277642128 0.0077069609360710511 0.006601502956079041 0.0056927029866967321 0.0061666860124144707 0.0073144803957689904 0.0074884426617255247 0.0073336282323251314 0.0072784693749905595 0.0069437820021618132 0.0076237364229305576 0.0067983238520815522 0.0074847941410359064
leaf_weight=86 103 53 52 57 55 67 61 72 56 53 64 80 102 53 57 54 54 59 54 98 420 377 454 57 90 56 109
leaf_count=86 103 53 52 57 55 67 61 72 56 53 64 80 102 53 57 54 54 59 54 98 420 377 454 57 90 56 109
internal_value=0 0.00721232 0.00726687 0.00685265 0.00699278 0.00717592 0.00581548 0.00688182 0.00736748 0.00724605 0.00604555 0.00743639 0.00721808 0.00729922 0.00592895 0.00747242 0.00637513 0.00604122 0.00591952 0.00744288 0.00743381 0.00741526 0.00726859 0.00724121 0.00760317 0.0069433 0.00754781
internal_weight=0 2619 2502 489 378 292 334 139 2013 729 117 1284 182 620 273 1102 111 170 113 153 851 797 564 511 251 109 199
internal_count=2953 2619 2502 489 378 292 334 139 2013 729 117 1284 182 620 273 1102 111 170 113 153 851 797 564 511 251 109 199
is_linear=0
shrinkage=0.0032998


Tree=5335
num_leaves=15
num_cat=0
split_feature=4 4 148 40 0 15 13 13 48 0 0 0 4 12
split_gain=0.512697 0.362976 0.342126 0.3269 0.233035 0.225627 0.214399 0.260964 0.189254 0.656442 0.281896 0.172601 0.0611636 0.0464555
threshold=0.27258000000000004 0.40441500000000002 -0.085244999999999974 0.0023950000000000004 -0.037444999999999992 -0.14868999999999996 -0.15325499999999995 -0.098524999999999988 0.093225000000000016 -0.065229999999999996 -0.096109999999999987 -0.16199999999999995 0.51367000000000018 0.078120000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 11 -4 13 -8 10 -10 -9 -3 -13 -7
right_child=1 4 3 -5 -6 6 7 8 9 -11 -12 12 -14 -15
leaf_value=0.0012898979566924452 -0.0052396949741361732 0.013133046183002617 0.023172922412189857 0.0018716660719659201 0.018721414011670053 0.01098227529495528 0.024095585701221209 0.010482777749742057 0.016465946362796822 -0.0058277969089434722 0.016189604581509903 0.0064941336629082439 -0.001035444162563174 0.0038630492767757767
leaf_weight=53 52 85 99 53 67 54 92 288 121 54 1727 71 53 52
leaf_count=53 52 85 99 53 67 54 92 288 121 54 1727 71 53 52
internal_value=0 0.00763532 0.0147093 0.0149886 0.0100676 0.0152674 0.0149389 0.0152833 0.0149123 0.00957647 0.0153748 0.00728476 0.00326136 0.00750677
internal_weight=0 328 2593 2540 276 2487 2388 2282 2190 175 2015 209 124 106
internal_count=2921 328 2593 2540 276 2487 2388 2282 2190 175 2015 209 124 106
is_linear=0
shrinkage=0.16829


Tree=5336
num_leaves=30
num_cat=0
split_feature=1 148 160 0 52 0 1456 52 2 52 0 2 52 156 484 484 13 2 52 2 1 52 1 0 13 402 52 0 0
split_gain=0.532407 0.314061 0.308488 0.389064 0.510545 0.290919 0.24831 0.261795 0.413305 0.241923 0.418726 0.599839 0.316787 0.230248 0.237978 0.23358 0.219311 0.206036 0.163577 0.206237 0.156957 0.14495 0.14127 0.106348 0.105365 0.0958452 0.10109 0.120879 0.0850029
threshold=0.087055000000000007 -0.07964499999999998 0.091625000000000026 -0.099704999999999974 0.0049050000000000005 0.148925 0.088020000000000001 0.091160000000000005 0.088435000000000014 -0.012244999999999997 -0.037444999999999992 1.0000000180025095e-35 -0.39173999999999992 0.087205000000000019 0.061640000000000007 0.085225000000000009 -0.076794999999999988 0.12336000000000001 0.088115000000000013 0.083725000000000008 0.099440000000000014 0.11628500000000001 0.10667500000000001 -0.087544999999999998 -0.057284999999999996 -1.0000000180025095e-35 0.10861000000000003 -0.077104999999999993 -0.037444999999999992
decision_type=2 2 2 2 2 2 2 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 17 6 7 13 21 12 11 23 28 14 18 -15 -16 22 19 -1 -14 -9 -3 -11 -22 -10 -27 -28 -5
right_child=1 2 -4 9 -6 -7 -8 8 25 10 -12 -13 20 15 16 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 26 27 -29 -30
leaf_value=0.021600620436168293 -0.0017883999214830858 0.0091914389036351629 0.018521954028289253 0.0084502754620690602 -0.0095996137677433549 0.0013152082567629631 0.0054764477603546869 0.0076132452326055089 0.0084300514832745966 0.02083164788472017 0.025444673163689212 -0.0053266823053701113 -0.0051846035401260301 0.015811996970407066 0.030865400337641097 0.0026415835864227058 0.016038216222716239 0.016271702162981402 0.023025315636478104 0.013850970891533827 0.011339968804150957 -0.0043369946953955357 -0.00021879430174183331 0.01245967209400213 0.0015810732583298192 0.0099052719563360453 0.014757680667392381 0.024500113375682243 0.01749687404863462
leaf_weight=115 73 90 100 52 65 54 94 64 67 52 68 54 52 82 61 72 54 55 80 670 55 52 90 273 74 63 115 54 71
leaf_count=115 73 90 100 52 65 54 94 64 67 52 68 54 52 82 61 72 54 55 80 670 55 52 90 273 74 63 115 54 71
internal_value=0 0.00889498 0.00957412 0.00872104 0.00358903 0.0135062 0.0139057 0.0144161 0.0107858 0.0107687 0.0132643 0.0110741 0.00709337 0.0157431 0.0166962 0.00966607 0.0239187 0.0072446 0.0157339 0.0149886 0.00260275 0.00224075 0.00447634 0.0138047 0.00575577 0.0140949 0.0157231 0.0178813 0.0136869
internal_weight=0 1224 1151 1051 300 1697 1643 1549 415 751 447 379 304 1134 980 154 115 235 865 785 181 116 180 325 129 299 232 169 123
internal_count=2921 1224 1151 1051 300 1697 1643 1549 415 751 447 379 304 1134 980 154 115 235 865 785 181 116 180 325 129 299 232 169 123
is_linear=0
shrinkage=0.16829


Tree=5337
num_leaves=29
num_cat=0
split_feature=1 1451 1456 12 43 156 13 157 1 1 51 12 133 474 157 13 13 12 12 13 12 13 43 43 160 12 1 1
split_gain=0.368304 0.257743 0.253524 0.282976 0.447372 0.374147 0.363134 0.490251 0.253166 0.210835 0.186624 0.168762 0.160868 0.190523 0.366558 0.156603 0.155851 0.341078 0.156812 0.149844 0.182622 0.142126 0.104117 0.157561 0.102267 0.0919268 0.0873465 0.0249299
threshold=0.087055000000000007 1.0000000180025095e-35 -0.070654999999999982 0.090885000000000007 0.082870000000000013 0.10280000000000002 -0.083709999999999993 -0.054224999999999995 0.091600000000000015 0.092755000000000018 0.11178000000000002 -0.087789999999999993 0.086150000000000018 0.085295000000000024 -0.0012349999999999998 -0.085784999999999986 0.065520000000000009 0.079335000000000017 0.091395000000000018 -0.086554999999999979 0.11984500000000002 -0.066869999999999999 -0.023029999999999998 -0.069944999999999993 -0.010749999999999997 0.093670000000000017 0.100925 0.10985500000000002
decision_type=2 2 2 2 2 2 2 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 11 -8 -9 -5 12 -4 13 14 -1 24 17 -16 -18 -11 21 -21 23 25 -14 -17 -23 -13
right_child=2 -3 3 9 -6 -7 7 8 -10 19 -12 27 15 -15 16 22 18 -19 -20 20 -22 26 -24 -25 -26 -27 -28 -29
leaf_value=0.025175045752451893 0.018584351889091414 0 0.017434739737369555 0.017838240240528432 -0.0090450249383643294 0.019291914775743397 -0.012762174073447655 -0.0037768685109011899 0.0066758547545649471 0.00027556715555662682 0.0043489911237676506 0.0042621698293413036 -0.0012176619388808263 0.004741981517174941 0.023964670186640499 0.012594813977634591 0.00039015861572063771 0.01255839194425333 0.012988545384040526 0.013329006528028171 0.018920291111885253 -0.00076460319031134468 0.0054424555677522355 0.01987103387812621 0.0091629805789350486 0.005926753044418847 0.0077541269728591397 0.0093112873250623673
leaf_weight=76 55 56 73 85 60 56 54 84 297 54 95 52 54 69 84 203 53 669 60 88 53 52 76 65 53 84 97 64
leaf_count=76 55 56 73 85 60 56 54 84 297 54 95 52 54 69 84 203 53 669 60 88 53 52 76 65 53 84 97 64
internal_value=0 0.0112353 0.00739904 0.00687124 0.00487304 0.00610374 0.00491731 0.00223614 0.0043666 0.0103138 0.0116185 0.0110788 0.012064 0.0133176 0.0139438 0.0096918 0.0129561 0.0138332 0.00709547 0.0084494 0.00996523 0.00795504 0.0111337 0.0123574 0.00390736 0.0106494 0.00476909 0.00706338
internal_weight=0 1697 1224 1169 740 680 624 435 381 429 1641 189 1546 1011 942 535 866 753 113 344 290 237 428 352 107 287 149 116
internal_count=2921 1697 1224 1169 740 680 624 435 381 429 1641 189 1546 1011 942 535 866 753 113 344 290 237 428 352 107 287 149 116
is_linear=0
shrinkage=0.16829


Tree=5338
num_leaves=14
num_cat=0
split_feature=42 124 13 15 376 34 42 3 52 14 0 15 15
split_gain=0.360419 0.28776 0.287162 0.37057 0.237473 0.505577 0.221832 0.219531 0.412665 0.200706 0.13273 0.125904 0.0761933
threshold=0.13996000000000003 0.08919500000000001 -0.16392499999999996 -1.0000000180025095e-35 0.084545000000000009 -0.066379999999999981 -0.09496499999999998 -0.18945499999999996 -0.22118499999999996 -0.13131999999999996 -0.074904999999999985 -0.18498499999999998 0.084175000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 -4 10 8 -8 -9 12 -1 -7
right_child=-2 -3 4 -5 -6 6 7 9 -10 -11 -12 -13 -14
leaf_value=0.0015842515836689505 -0.0037321057283668455 -0.0040736909555605964 -0.0046246176594635846 -0.0096643677015104158 0.018331062678568402 0.014804187809167806 0.010960253804044768 0.01831543118315139 -0.0095987674501703864 0.0087202814878968964 0.021399526106398011 0.012571903937194474 0.0071459572619944145
leaf_weight=59 72 52 78 54 75 95 59 64 52 2083 56 60 62
leaf_count=59 72 52 78 54 75 95 59 64 52 2083 56 60 62
internal_value=0 0.00830721 0.00853803 0.00188387 0.00897606 0.0087001 0.00912143 0.00862969 0.00131282 0.00900714 0.0143259 0.00713934 0.0117914
internal_weight=0 2849 2797 173 2624 2549 2471 2258 111 2147 213 119 157
internal_count=2921 2849 2797 173 2624 2549 2471 2258 111 2147 213 119 157
is_linear=0
shrinkage=0.16829


Tree=5339
num_leaves=15
num_cat=0
split_feature=148 12 124 13 48 49 47 4 11 4 16 1454 51 2
split_gain=0.329021 0.278885 0.231873 0.279674 0.20512 0.422323 0.47168 0.338669 0.352388 0.30043 0.355363 0.296922 0.227544 0.0607153
threshold=-0.089829999999999979 -0.19698999999999997 0.08919500000000001 0.26746000000000009 0.093225000000000016 0.10253500000000002 0.078345000000000012 -0.37626499999999991 0.085630000000000026 -0.10701499999999999 -0.008069999999999999 0.090210000000000026 -0.013334999999999998 0.10498
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 6 13 8 12 10 -9 -11 -3 -6
right_child=1 2 -4 -5 5 -7 -8 9 -10 11 -12 -13 -14 -15
leaf_value=-0.006334784791156749 -0.0042383966070376148 0.012259247158438189 -0.0037444061285166128 0.018751212051517585 0.0008041845309361092 0.012628843145091826 -0.012752242070533217 0.0080461208828402214 0.0035145340130141299 0.0078561804612872835 -0.010741319159869171 -0.0042312417691925197 0.027537787117530431 0.0083501246813900039
leaf_weight=54 62 53 54 60 60 85 69 57 52 2078 57 59 59 62
leaf_count=54 62 53 54 60 60 85 69 57 52 2078 57 59 59 62
internal_value=0 0.0069076 0.0071546 0.0073692 0.00711475 0.00275834 -0.00162488 0.00761188 0.015005 0.00707245 -0.00133184 0.00752162 0.0203238 0.00465373
internal_weight=0 2867 2805 2751 2691 276 191 2415 164 2251 114 2137 112 122
internal_count=2921 2867 2805 2751 2691 276 191 2415 164 2251 114 2137 112 122
is_linear=0
shrinkage=0.16829


Tree=5340
num_leaves=17
num_cat=0
split_feature=39 1213 1213 1429 148 1456 157 43 13 0 48 0 1212 1446 0 13
split_gain=0.261751 0.215344 0.287719 0.210401 0.212214 0.210793 0.311596 0.183888 0.273139 0.875081 0.272002 0.173475 0.239852 0.152456 0.143613 0.0652294
threshold=0.099350000000000008 -0.086979999999999988 -0.16234999999999997 -0.092119999999999994 -0.083929999999999991 0.084770000000000026 -0.0091799999999999989 0.058415000000000009 -0.090854999999999977 -0.079864999999999978 0.11362000000000001 -0.10998999999999999 0.043065000000000006 0.083895000000000011 -0.079249999999999987 -0.082644999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 -3 -5 7 -7 8 9 -6 -10 -9 -13 -8 -2 -1
right_child=14 3 -4 4 5 6 13 11 10 -11 -12 12 -14 -15 -16 -17
leaf_value=0.00073736838356454272 0.0041039430268400273 0.01531392078857738 0.017657986950889545 0.014234570220487467 0.0040927833664576125 0.020939594141379178 0.011736902349215469 0.016827535697373566 0.0042570372567308267 -0.0200385786919825 0.015801111643263657 0.0037966914504888858 0.016538327845095076 -8.4694001566641659e-05 -0.0067643676111928735 0.0090554242405884531
leaf_weight=52 65 60 99 72 188 56 61 56 1680 55 60 202 53 62 73 56
leaf_count=52 65 60 99 72 188 56 61 56 1680 55 60 202 53 62 73 56
internal_value=0 0.00586473 0.0110975 0.00544823 0.00521493 0.0049516 0.0105213 0.00451622 0.00391781 -0.00136165 0.00465614 0.00832604 0.006452 0.00576344 -0.00163222 0.00506707
internal_weight=0 2812 207 2605 2545 2473 179 2294 1983 243 1740 311 255 123 138 108
internal_count=2950 2812 207 2605 2545 2473 179 2294 1983 243 1740 311 255 123 138 108
is_linear=0
shrinkage=0.16829


Tree=5341
num_leaves=22
num_cat=0
split_feature=2 51 14 1 11 1 51 12 0 0 48 49 1 16 16 12 0 1456 160 2 0
split_gain=0.403902 0.349459 0.265991 0.485065 0.221046 0.245455 0.421203 0.421007 0.342 0.30654 0.363193 0.349746 0.194315 0.460646 0.406408 0.154939 0.137438 0.168557 0.166143 0.1087 0.0294631
threshold=0.11666500000000002 0.098910000000000012 0.073890000000000011 0.082135000000000014 0.092225000000000015 0.083250000000000005 0.093070000000000014 0.083535000000000012 -0.086354999999999987 -0.12259499999999998 0.088085000000000011 -1.0000000180025095e-35 0.09258000000000001 -0.23389999999999997 -0.5038649999999999 -0.089649999999999994 -0.10228499999999999 0.088580000000000006 -0.52336499999999997 0.086865000000000012 -0.051824999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 4 -4 5 7 9 8 19 11 15 -7 20 14 -14 -11 -9 18 -18 -1 -2
right_child=1 -3 3 -5 -6 6 -8 16 -10 10 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=0.0041509298291716578 0.0058312637635340066 0.0095414069209872835 0.0025842053498744736 0.0246824704442315 -0.0058450953597315889 0.0041628331114689117 -0.0084340004292122461 0.012506066080740048 0.025998395475389759 0.013321766981223514 0.01824719792696966 -0.011708133702317223 -0.0078785959814532628 -0.015922531725503092 0.010972679788364529 0.0038263679385952681 -0.0042445961051193106 0.013773955707994372 0.0051461870337728118 0.014790960778122092 0.00018314433098708238
leaf_weight=56 52 80 58 55 52 95 81 77 52 53 60 67 75 80 57 624 56 61 1051 54 54
leaf_count=56 52 80 58 55 52 95 81 77 52 53 60 67 75 80 57 624 56 61 1051 54 54
internal_value=0 -0.000395569 0.00536429 0.0133559 0.0049933 0.00523016 0.00318184 0.00665557 0.0147326 0.00423043 0.0056881 -0.00239 -0.00290109 -0.00584554 0.000248117 0.00457238 0.00560315 0.00514654 0.00466951 0.00939055 0.00297087
internal_weight=0 398 2552 113 2439 2387 980 1407 162 899 737 162 318 212 132 677 1245 1168 1107 110 106
internal_count=2950 398 2552 113 2439 2387 980 1407 162 899 737 162 318 212 132 677 1245 1168 1107 110 106
is_linear=0
shrinkage=0.16829


Tree=5342
num_leaves=14
num_cat=0
split_feature=2 15 15 0 1 2 1428 15 2 11 0 0 47
split_gain=0.286948 0.273455 0.232121 0.30783 0.242701 0.325974 0.22402 0.164656 0.235677 0.260437 0.281726 0.15566 0.127669
threshold=0.11891500000000001 -0.41956999999999994 -0.42075999999999997 -0.040094999999999992 0.09258000000000001 0.14019000000000004 0.086830000000000018 -0.14803999999999998 -0.087809999999999985 0.08235000000000002 0.10923000000000001 -0.0033699999999999993 0.091340000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6 7 12 -9 10 11 -10 -3
right_child=2 6 3 -5 5 -7 -8 8 9 -11 -12 -13 -14
leaf_value=-0.0045294307958397709 0.00703014888866281 0.014873025482751495 0.0090696861737812173 -0.012738328039732563 -0.012278728582920092 0.0043763318223017465 0.015197206167909535 -0.0064966894730785086 0.0047592213985764272 -0.0054997167800459133 0.016679886604789886 -0.0026186424342035434 0.0043559130362462303
leaf_weight=93 83 75 61 70 65 68 57 57 2051 72 55 84 59
leaf_count=93 83 75 61 70 65 68 57 57 2051 72 55 84 59
internal_value=0 0.00442174 -0.000725831 -0.00317107 0.000271774 -0.00374985 0.00475411 0.00451071 0.00417797 0.00444775 0.00477561 0.0044681 0.0102558
internal_weight=0 2603 347 264 194 133 2510 2453 2319 2262 2190 2135 134
internal_count=2950 2603 347 264 194 133 2510 2453 2319 2262 2190 2135 134
is_linear=0
shrinkage=0.16829


Tree=5343
num_leaves=11
num_cat=0
split_feature=14 123 9 124 1186 3 2 15 3 15
split_gain=0.282409 0.201215 0.284575 0.192088 0.175371 0.238723 0.337517 0.220721 0.260572 0.189538
threshold=-0.2523999999999999 0.08980500000000001 -0.01257 -0.087569999999999995 0.085230000000000014 -0.12711499999999995 -1.0000000180025095e-35 1.0000000180025095e-35 -0.15415499999999996 0.13954000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 8 -5 -8
right_child=1 -3 3 4 -6 6 9 -9 -10 -11
leaf_value=-0.0062648112968757648 0.014740407915619855 -0.0039848590906553447 0.013504752557284375 0.00040198467861823374 -0.0056469264724782657 -0.00768876059279995 0.0035860495623902594 0.014827905256559875 0.013892238072241474 -0.005123812154585931
leaf_weight=87 65 99 53 126 61 82 2151 93 60 73
leaf_count=87 65 99 53 126 61 82 2151 93 60 73
internal_value=0 0.00346104 0.00372839 0.00346252 0.00326069 0.00347159 0.00290784 0.00812463 0.00476334 0.00329935
internal_weight=0 2863 2764 2699 2646 2585 2306 279 186 2224
internal_count=2950 2863 2764 2699 2646 2585 2306 279 186 2224
is_linear=0
shrinkage=0.16829


Tree=5344
num_leaves=23
num_cat=0
split_feature=4 52 51 51 13 13 15 151 123 52 52 11 4 1 131 1210 1 52 15 43 15 51
split_gain=0.197858 0.397636 0.350603 0.342798 0.321534 0.508003 0.307721 0.194075 0.219442 0.206682 0.124351 0.313629 0.379294 0.376741 0.381055 0.161352 0.145565 0.183297 0.116004 0.0863221 0.105944 0.0413202
threshold=0.028075000000000006 -0.049669999999999999 -0.22411499999999998 -0.40775499999999992 -0.16392499999999996 -0.099244999999999986 0.13248000000000001 1.0000000180025095e-35 0.084180000000000019 0.11262000000000001 -0.092084999999999986 0.079225000000000004 -0.17568999999999999 0.079440000000000024 0.090820000000000012 -0.084799999999999986 0.087545000000000026 -0.22495999999999997 -0.070009999999999975 -0.079824999999999993 -0.029529999999999997 -0.038974999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -3 -6 10 8 9 18 16 12 -12 15 -15 -14 19 21 -7 20 -4 -18
right_child=1 4 6 -5 5 7 -8 -9 -10 -11 11 -13 13 14 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.014466570700644027 0.0019578501751626944 0.012307174680060791 0.0099333540319501718 -0.013191413746234566 -0.01460294795149223 0.0033018298138564085 -0.0097363415186693739 0.01194049011055104 -0.0068442936826051386 -0.0041632258774573138 0.01462052680382175 -0.0093174799221800095 -0.0034863718440335967 -0.0028831861300804662 0.0088137561915843845 0.0051798151481389177 0.0088784200947253696 0.017690281822392771 0.011365466446635386 -0.0011269868188018351 0.00077800590231669122 0.0023390416335705589
leaf_weight=79 73 80 78 100 54 173 52 56 75 80 78 59 65 464 95 901 60 56 72 81 67 52
leaf_count=79 73 80 78 100 54 173 52 56 75 80 78 59 65 464 95 901 60 56 72 81 67 52
internal_value=0 0.000303557 0.00345367 -0.00678857 0.00238616 0.000826396 0.00304009 0.00265749 0.00135338 0.00325068 0.00336411 0.0027249 0.00316925 0.00258237 -0.00089212 0.00459483 0.0060559 0.009813 0.00567888 0.00325505 0.00571534 0.00585832
internal_weight=0 763 2187 173 590 510 2108 456 400 325 2056 1662 1603 1525 559 966 394 168 245 226 145 112
internal_count=2950 763 2187 173 590 510 2108 456 400 325 2056 1662 1603 1525 559 966 394 168 245 226 145 112
is_linear=0
shrinkage=0.16829


Tree=5345
num_leaves=22
num_cat=0
split_feature=1 124 156 34 3 12 11 1 457 1 13 13 12 157 3 52 12 12 52 13 1
split_gain=9.61761 2.57084 1.43437 1.11189 0.751673 0.720233 1.01774 1.19909 0.60948 0.53534 0.389139 0.447123 0.362747 0.341411 0.376306 0.136668 0.283095 0.152283 0.118833 0.0810513 0.0151924
threshold=0.11374000000000002 -0.048219999999999992 0.10455500000000002 -0.023104999999999997 0.092005000000000017 0.10312 0.080455000000000013 0.099765000000000006 0.086950000000000013 0.094775000000000012 -0.071964999999999987 -0.15747499999999998 -1.0000000180025095e-35 -0.088999999999999982 -0.115685 -0.080219999999999986 0.11697000000000002 0.11064500000000001 -0.010394999999999998 0.10621000000000001 0.13205500000000003
decision_type=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 5 6 7 13 18 -1 11 12 -5 -3 -15 -7 17 -17 -6 20 -12
right_child=2 4 -4 10 8 15 -8 -9 -10 -11 19 -13 -14 14 -16 16 -18 -19 -20 -21 -22
leaf_value=0.00071150941395368094 -0.00014622632515497153 0.0011559629707448955 0.00087186315671665686 0.00058555382251618032 0.00092317954911001559 0.00091324503448576367 0.0012701408031059085 0.00051634133181333529 0.00039833091971577128 0.00029390887912701446 0.000487847387412435 5.731411966345721e-05 0.00019813586212724297 0.00075144525581424175 0.00094944477208718653 0.00071830437070466348 0.00053263141009037929 0.00094639696242219279 0.00071292171730754999 0.00037057390100416344 0.00057247227398858895
leaf_weight=54 54 82 53 53 66 52 101 74 52 89 62 74 53 114 1552 90 62 52 57 56 52
leaf_count=54 54 82 53 53 66 52 101 74 52 89 62 74 53 114 1552 90 62 52 57 56 52
internal_value=0 0.000881928 0.000361122 0.000294032 0.000908039 0.0009248 0.000946764 0.000928818 0.000699143 0.000451851 0.000362058 0.000254707 0.000392177 0.00094626 0.000935917 0.000759678 0.000720361 0.000802079 0.000826029 0.000475516 0.000526757
internal_weight=0 2497 457 404 2354 2179 1923 1822 175 143 350 180 106 1748 1666 256 204 142 123 170 114
internal_count=2954 2497 457 404 2354 2179 1923 1822 175 143 350 180 106 1748 1666 256 204 142 123 170 114
is_linear=0
shrinkage=0.0032998


Tree=5346
num_leaves=14
num_cat=0
split_feature=121 10 13 12 12 156 13 52 15 1 12 52 1429
split_gain=0.357112 0.367555 0.23599 0.289833 0.428499 0.180555 0.221623 0.304879 0.222032 0.174562 0.219135 0.122182 0.0737913
threshold=-0.076579999999999995 -0.092019999999999977 0.096820000000000003 -0.14392999999999997 -0.092484999999999984 -0.03238499999999999 0.0051600000000000005 0.088485000000000008 0.10841500000000003 0.10275000000000002 0.093740000000000004 0.024870000000000003 0.085185000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 12 8 -8 -7 10 -4 -12 -6
right_child=1 2 9 4 5 6 7 -9 -10 -11 11 -13 -14
leaf_value=0.016252523091218184 -0.01007297794405501 0.01299979306249914 0.012039828031829392 -0.01076182288142429 0.013306272354615083 0.0019762414204729044 0.0013317089708817862 -0.012277936358954057 0.0079677563967399598 0.014004802920292603 -0.0060264249336513783 0.0053506662620543596 0.0044341687442349016
leaf_weight=54 65 69 68 73 56 1926 139 70 193 82 52 55 52
leaf_count=54 65 69 68 73 56 1926 139 70 193 82 52 55 52
internal_value=0 0.00243353 0.00272091 0.00223513 0.00193837 0.0023197 0.00200664 -0.00321795 0.0025228 0.00758681 0.00456926 -0.000161597 0.00905115
internal_weight=0 2900 2835 2578 2509 2436 2328 209 2119 257 175 107 108
internal_count=2954 2900 2835 2578 2509 2436 2328 209 2119 257 175 107 108
is_linear=0
shrinkage=0.16829


Tree=5347
num_leaves=9
num_cat=0
split_feature=38 3 0 30 12 149 0 2
split_gain=0.247082 0.246527 0.586256 0.203691 0.245496 0.215257 0.322028 0.22273
threshold=1.0000000180025095e-35 -0.23098999999999997 0.11737000000000002 0.086220000000000019 -0.097314999999999985 0.079475000000000004 -0.0033699999999999993 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 -6
right_child=-2 2 -4 -5 5 -7 -8 -9
leaf_value=0.010158468012583978 0.011841834962456313 0.013742873249523373 -0.014226737866649974 -0.0075421461635780179 0.0042797859057670832 0.012291271131464672 -0.0074802178584526336 0.00096243544008778293
leaf_weight=101 74 52 64 61 921 57 101 1523
leaf_count=101 74 52 64 61 921 57 101 1523
internal_value=0 0.00198765 0.00169004 0.0020659 0.00228741 0.00205779 0.00182789 0.00221329
internal_weight=0 2880 2779 2715 2654 2602 2545 2444
internal_count=2954 2880 2779 2715 2654 2602 2545 2444
is_linear=0
shrinkage=0.16829


Tree=5348
num_leaves=14
num_cat=0
split_feature=9 13 9 12 12 39 4 133 13 1447 13 16 42
split_gain=0.307565 0.231584 0.220467 0.308312 0.309277 0.21421 0.172759 0.158373 0.19425 0.181137 0.106808 0.0834774 0.0607355
threshold=-0.08577499999999999 0.096820000000000003 0.09011000000000001 -0.14392999999999997 -0.092484999999999984 1.0000000180025095e-35 -0.10429499999999998 -0.52411499999999989 0.053700000000000005 -0.085804999999999979 0.070890000000000022 -0.084794999999999995 -0.092484999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -3 -6 9 -9 -10 -8 -13
right_child=1 5 -4 4 7 -7 11 8 10 -11 -12 12 -14
leaf_value=-0.010377688810785169 0.013361749855726567 0.012141346548214593 -0.0092390340694675811 -0.01030330835222313 0.010297428156658295 0.015246341179280738 -0.0036787767876793652 -0.0053767316606801998 -0.0091181674874777352 0.0022831353456770156 0.00058878374371718024 0.00013578619370028472 0.008305418635604701
leaf_weight=57 64 57 52 61 61 64 59 91 71 2155 58 52 52
leaf_count=57 64 57 52 61 61 64 59 91 71 2155 58 52 52
internal_value=0 0.00210056 0.0016036 0.00182445 0.00152802 0.00666659 0.00416249 0.00182503 0.00160667 0.00197198 -0.00473987 0.00136132 0.00423788
internal_weight=0 2897 2613 2561 2497 284 220 2436 2375 2246 129 163 104
internal_count=2954 2897 2613 2561 2497 284 220 2436 2375 2246 129 163 104
is_linear=0
shrinkage=0.16829


Tree=5349
num_leaves=16
num_cat=0
split_feature=4 159 484 42 0 149 15 457 0 3 43 0 43 3 156
split_gain=0.226101 0.218095 0.228469 0.396511 0.244012 0.257682 0.251541 0.25184 0.300503 0.192001 0.377564 0.179669 0.148241 0.0785024 0.0650059
threshold=0.62207500000000004 0.085545000000000024 0.062930000000000014 0.083725000000000008 -0.23146499999999998 0.079475000000000004 0.12625000000000003 0.084740000000000024 -0.016414999999999996 -0.080884999999999985 -0.082739999999999994 -0.051824999999999989 -0.081584999999999977 -0.074679999999999983 0.084055000000000005
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 -6 10 -3 13 -5 -11 -15
right_child=-2 9 3 12 5 -7 -8 -9 -10 11 -12 -13 -14 14 -16
leaf_value=0.012032479958187865 -0.0081881337290466375 0.0016696602373245666 -0.013524602229138254 0.0060469772696183305 0.0017495972050585132 0.012011660457084213 0.010167100595703523 -0.0086000331991177639 -0.0055590389382648864 -0.0058918800941681502 0.017025055416448175 0.010618595201618456 -0.0040991465836334347 0.0054634484439762491 -0.0022451098908096295
leaf_weight=63 66 90 79 82 1770 63 83 79 175 53 92 54 81 66 58
leaf_count=63 66 90 79 82 1770 63 83 79 175 53 92 54 81 66 58
internal_value=0 0.00176948 0.00117114 -0.00373811 0.00170399 0.0014033 0.00108525 0.000711936 0.00109108 0.00535079 0.0094416 0.00211995 0.000994016 -0.000462703 0.00184334
internal_weight=0 2888 2475 242 2233 2170 2107 2024 1945 413 182 231 163 177 124
internal_count=2954 2888 2475 242 2233 2170 2107 2024 1945 413 182 231 163 177 124
is_linear=0
shrinkage=0.16829


Tree=5350
num_leaves=11
num_cat=0
split_feature=43 1 1427 160 3 3 3 3 16 399
split_gain=0.61723 0.515337 0.292357 0.295522 0.220719 0.215546 0.535688 0.300911 0.25891 0.198513
threshold=-0.50914999999999988 0.14195000000000002 0.088585000000000011 -0.54913999999999985 0.3148450000000001 0.12745000000000004 0.10856000000000002 0.09722500000000002 -0.087484999999999993 0.09173000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 7 9 -7 -5
right_child=1 4 -4 5 -6 8 -8 -9 -10 -11
leaf_value=-0.016635762338033173 0.013299342924404416 -0.0025503047170730153 0.013500978464100923 0.00089156832420892211 -0.017554928094547038 -0.00028410743116814147 -0.015333590403458639 0.013768550944287725 0.014323689302789083 0.0094732650891607689
leaf_weight=54 61 59 61 2320 53 61 55 55 78 79
leaf_count=54 61 59 61 2320 53 61 55 55 78 79
internal_value=0 0.001522 0.00197505 0.00171485 -0.00966675 0.0014473 0.0010891 0.0014579 0.00790015 0.00117492
internal_weight=0 2882 2770 2709 112 2648 2509 2454 139 2399
internal_count=2936 2882 2770 2709 112 2648 2509 2454 139 2399
is_linear=0
shrinkage=0.16829


Tree=5351
num_leaves=14
num_cat=0
split_feature=4 151 4 14 4 151 16 16 3 1211 1213 50 3
split_gain=0.706785 0.477303 0.428957 0.407999 0.32417 0.279299 0.242476 0.228482 0.465038 0.236339 0.225984 0.214524 0.0114333
threshold=-0.51323499999999989 0.12207000000000001 0.51326500000000019 -0.23835999999999999 0.31392000000000003 -0.081049999999999997 -0.47730499999999992 -0.082119999999999985 0.10766000000000002 0.11059500000000001 0.065530000000000019 0.11540500000000002 -0.082879999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -4 10 9 -9 11 -5 -12
right_child=1 -3 6 4 5 -7 -8 8 -10 -11 12 -13 -14
leaf_value=-0.017403260953368919 0.013243996273362089 0.016887880976835634 -0.0009976797290964976 0.0057582784050699901 0.0031850370675270659 -0.012222062649146758 -0.016705888748582167 0.0014754848694363597 -0.011694830946269424 -0.0097504269150158127 -0.0016481973408860491 -0.0051627060306232648 -0.0052442436023121142
leaf_weight=58 81 55 54 664 52 92 58 1523 85 55 52 55 52
leaf_count=58 81 55 54 664 52 92 58 1523 85 55 52 55 52
internal_value=0 0.00135885 0.00105566 0.00147788 0.00111482 -0.00664591 -0.00914833 0.00156508 0.000428885 0.00108308 0.00385875 0.00492038 -0.0034635
internal_weight=0 2878 2823 2711 2630 144 112 2486 1663 1578 823 719 104
internal_count=2936 2878 2823 2711 2630 144 112 2486 1663 1578 823 719 104
is_linear=0
shrinkage=0.16829


Tree=5352
num_leaves=10
num_cat=0
split_feature=4 3 1453 1453 1427 48 124 4 1213
split_gain=0.498046 0.312546 0.272478 0.265662 0.215958 0.22379 0.178555 0.264696 0.141258
threshold=-0.5109999999999999 0.35004500000000011 -0.079499999999999987 -0.040249999999999987 0.088585000000000011 -0.087924999999999989 -0.076164999999999983 -0.0083549999999999978 0.11256000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 7 -7 -8
right_child=1 -3 3 4 -6 6 8 -9 -10
leaf_value=-0.013520089999174728 0.012065398853844804 -0.0090171396852709567 -0.0096878200746694249 0.011395114420390019 0.011990517541388978 0.0049372614406124442 0.0016500988893244218 -0.0087776354603853208 -0.0049038565954122176
leaf_weight=67 67 83 62 60 54 60 2268 118 97
leaf_count=67 67 83 62 60 54 60 2268 118 97
internal_value=0 0.00115641 0.00146014 0.00119815 0.00145285 0.00123355 0.00099309 -0.00414454 0.00138053
internal_weight=0 2869 2786 2719 2657 2603 2543 178 2365
internal_count=2936 2869 2786 2719 2657 2603 2543 178 2365
is_linear=0
shrinkage=0.16829


Tree=5353
num_leaves=15
num_cat=0
split_feature=43 151 1 484 3 51 52 52 472 1456 14 1456 4 484
split_gain=0.402062 0.30517 0.291407 0.168517 0.288871 0.206434 0.29372 0.191719 0.186344 0.219171 0.220221 0.173187 0.130431 0.0731775
threshold=-0.50914999999999988 0.12207000000000001 0.14195000000000002 -0.067269999999999983 -0.072069999999999981 0.10876000000000001 0.28122000000000008 -0.10201499999999998 -0.082054999999999975 -0.11497999999999998 0.064610000000000015 0.087435000000000013 0.50541500000000006 -0.084749999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 7 8 -7 -2 -5 -10 -11 13 -4 -9
right_child=1 -3 12 5 -6 6 -8 11 9 10 -12 -13 -14 -15
leaf_value=-0.013702415677177891 -0.0088955647441198108 0.013370093530218874 -0.0020420302884795898 -0.0087102775311744852 -0.012525875161091502 0.015257989715029049 0.00047135885659868652 0.0077461236593055214 0.011169711310656484 0.0013903061076593697 -0.0088679655870268406 -0.0054595277322221089 -0.01383886757909995 0.00038346006891096349
leaf_weight=54 56 55 54 53 65 73 80 102 63 2043 61 62 53 62
leaf_count=54 56 55 54 53 65 73 80 102 63 2043 61 62 53 62
internal_value=0 0.000952784 0.000710566 0.00105003 -0.00241195 0.00155703 0.00753816 -7.43499e-05 0.00114401 0.00138585 0.00109204 0.00210349 -0.00790211 0.00497363
internal_weight=0 2882 2827 2720 347 2373 153 282 2220 2167 2104 226 107 164
internal_count=2936 2882 2827 2720 347 2373 153 282 2220 2167 2104 226 107 164
is_linear=0
shrinkage=0.16829


Tree=5354
num_leaves=13
num_cat=0
split_feature=1444 11 41 49 0 2 1 3 9 3 1447 4
split_gain=0.381772 0.356789 0.320583 0.288383 0.309816 0.406122 0.390869 0.413251 0.311733 0.224025 0.189712 0.187115
threshold=-0.078609999999999985 0.09636500000000002 0.090905000000000014 -0.22463499999999997 -0.10114999999999998 0.081055000000000016 0.081720000000000015 0.085880000000000012 -1.0000000180025095e-35 0.11391500000000002 -0.085709999999999995 0.04105000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 11 -8 -6 10 -10 -7
right_child=1 -3 -4 4 8 6 7 -9 9 -11 -12 -13
leaf_value=-0.013319571622625691 0.01245785625965902 -0.012714663341931231 0.012776674347241243 -0.015018510903180037 -0.0090974106680862896 0.013721676180643389 -0.013405120008717733 -0.00010942658743819412 0.0091545743333564401 0.010655160903471671 0.0011198811143144343 0.00087389703580728617
leaf_weight=55 59 54 65 71 77 56 101 193 87 78 1964 76
leaf_count=55 59 54 65 71 77 56 101 193 87 78 1964 76
internal_value=0 0.000833279 0.0010927 0.000817084 0.000562329 -0.00323244 -0.00126387 -0.00468311 0.00141808 0.00179924 0.00146158 0.00633808
internal_weight=0 2881 2827 2762 2703 497 426 294 2206 2129 2051 132
internal_count=2936 2881 2827 2762 2703 497 426 294 2206 2129 2051 132
is_linear=0
shrinkage=0.16829


Tree=5355
num_leaves=17
num_cat=0
split_feature=4 2 123 11 2 3 3 4 3 15 123 11 42 15 2 2
split_gain=17.2638 6.39659 3.17058 2.64614 2.48337 1.74736 1.05603 0.990273 1.02207 0.760143 0.554387 0.386691 0.360608 0.426976 0.210082 0.491204
threshold=0.31392000000000003 0.14290000000000003 1.0000000180025095e-35 1.0000000180025095e-35 0.153865 0.14813000000000001 -0.13117499999999996 -0.39175499999999991 -0.073614999999999986 0.025430000000000005 0.08901000000000002 0.089560000000000015 0.081605000000000025 -0.43587999999999999 -0.007134999999999999 0.10334500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 10 6 -1 -8 -9 11 12 -5 13 -2 -4 -16
right_child=4 -3 14 9 -6 -7 7 8 -10 -11 -12 -13 -14 -15 15 -17
leaf_value=0.0010574952132186869 0.0009335481813446668 0.00049185773210780423 0.00084443317753491592 0.0015095686704234743 -3.9942710198286917e-05 0.00088144478602766906 0.0018448984445392257 0.0015231581009692264 0.0013489536773549607 0.0021642717436357243 0.00045879006588864246 0.0019177221230847175 0.0010398510997407409 0.00056226400588580978 0.001332407759442721 0.00087772744544126376
leaf_weight=62 64 75 53 52 52 54 86 1553 486 69 56 52 63 73 52 53
leaf_count=62 64 75 53 52 52 54 86 1553 486 69 56 52 63 73 52 53
internal_value=0 0.00144249 0.0014702 0.00149987 0.000616846 0.00146944 0.00148394 0.00149637 0.00148165 0.00189378 0.000750394 0.00171398 0.000831867 0.000735968 0.00101665 0.00110324
internal_weight=0 2647 2572 2414 308 2241 2187 2125 2039 173 256 104 200 137 158 105
internal_count=2955 2647 2572 2414 308 2241 2187 2125 2039 173 256 104 200 137 158 105
is_linear=0
shrinkage=0.0032998


Tree=5356
num_leaves=22
num_cat=0
split_feature=8 4 48 0 16 0 14 3 15 15 133 16 0 15 484 484 148 1455 15 3 12
split_gain=0.601089 0.320591 0.464777 0.459549 0.34175 0.273651 0.312935 0.270489 0.853852 0.300269 0.220755 0.176702 0.605128 0.256476 0.162668 0.362291 0.166312 0.155177 0.114809 0.0606473 0.038406
threshold=0.08573500000000002 -0.082274999999999987 0.083540000000000017 -0.086274999999999977 -0.08909499999999998 -0.011064999999999998 -0.13131999999999996 0.088880000000000015 -0.025879999999999997 -0.091229999999999992 0.087855000000000003 0.15273500000000004 -0.07385499999999999 0.086365000000000011 -0.076799999999999993 -0.042224999999999992 -0.071414999999999992 0.084775000000000017 0.086885000000000004 -0.084699999999999984 0.090335000000000013
decision_type=2 2 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 14 9 -9 11 12 13 -5 17 -16 -17 19 -12 -8 -13
right_child=-2 5 -4 10 -6 -7 7 8 -10 -11 18 20 -14 -15 15 16 -18 -19 -20 -21 -22
leaf_value=0.0032710356878848513 0.019185590041213365 0.0097965885016006362 0.016529749448738817 -0.0043700826114285076 0.019076893443257095 -0.0096054110469576317 0.012492133946891745 -0.0052513277204027133 -0.023559837334451061 0.011202539136484764 0.012583706781365164 0.0059936061515446027 -0.019778184746783389 0.0090171505689016565 -0.013656333819228105 0.0093125911622775059 0.00027145830130779217 -0.0014853245572535839 0.0018212437172909974 0.0055061095857810638 0.00026600159853977122
leaf_weight=82 54 100 79 117 74 77 53 77 55 53 52 67 56 62 52 60 1472 74 62 110 67
leaf_count=82 54 100 79 117 74 77 53 77 55 53 52 67 56 62 52 60 1472 74 62 110 67
internal_value=0 0.0012627 0.00434763 0.00283873 0.0107802 0.000247223 0.00060831 0.000149374 -0.00598059 0.00144297 0.000270066 -0.00172582 -0.00450985 0.0002568 0.000773119 0.0001567 0.000626722 0.00488541 0.0067462 0.00778866 0.00314321
internal_weight=0 2901 718 639 156 2183 2106 2006 185 130 483 369 235 179 1821 1584 1532 237 114 163 134
internal_count=2955 2901 718 639 156 2183 2106 2006 185 130 483 369 235 179 1821 1584 1532 237 114 163 134
is_linear=0
shrinkage=0.16829


Tree=5357
num_leaves=12
num_cat=0
split_feature=44 1452 13 12 13 159 1 40 128 12 51
split_gain=0.272034 0.289923 0.223306 0.523894 0.367252 0.333164 0.310078 0.207839 0.192283 0.26302 0.207686
threshold=1.0000000180025095e-35 0.093915000000000012 -0.11279499999999999 0.093740000000000004 -0.095139999999999988 0.082420000000000007 0.11329500000000002 0.0052450000000000005 0.10887000000000001 0.11928500000000002 0.104925
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 6 -1 8 9 10 -6
right_child=-2 -3 4 -5 7 -7 -8 -9 -10 -11 -12
leaf_value=0.0081434791554004134 0.013051719025839421 -0.010008626120712918 -0.0092611213131489397 -0.0085797733713033428 0.0010136633056276145 0.0010242253429609978 0.025314398074760304 -0.009129298245819515 -0.0078052768227677123 0.01089899877120948 0.0078207066091609823
leaf_weight=69 55 65 97 53 2158 70 53 53 61 86 135
leaf_count=69 55 65 97 53 2158 70 53 53 61 86 135
internal_value=0 0.00110078 0.00135613 0.00621358 0.000895944 0.0103065 0.0156177 0.00129187 0.00151896 0.0017588 0.00141521
internal_weight=0 2900 2835 245 2590 192 122 2493 2440 2379 2293
internal_count=2955 2900 2835 245 2590 192 122 2493 2440 2379 2293
is_linear=0
shrinkage=0.16829


Tree=5358
num_leaves=17
num_cat=0
split_feature=8 4 42 0 42 42 48 1452 9 2 0 48 13 1429 0 13
split_gain=0.386626 0.218618 0.847865 0.250739 0.385742 0.226639 0.412723 0.222748 0.201552 0.239863 0.2725 0.211905 0.197886 0.189066 0.164959 0.109587
threshold=0.08573500000000002 -0.082274999999999987 0.095935000000000006 -0.086274999999999977 -1.0000000180025095e-35 0.084495000000000015 0.078735000000000013 0.094100000000000017 1.0000000180025095e-35 -0.0011799999999999998 -0.024974999999999997 0.10971000000000002 -0.0083299999999999989 0.086570000000000022 -0.079324999999999993 -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 6 12 8 9 -3 11 13 -5 -11 -14 -13
right_child=-2 7 -4 5 -6 -7 -8 -9 -10 10 -12 15 14 -15 -16 -17
leaf_value=-0.00022586152557576604 0.015212247559664181 0.010304819004011293 0.023466446407332201 -0.0070871394920646851 0.017266996497692391 -0.0089818878357348989 0.013671832398805905 -0.010382008959642575 -0.0096822574392894482 0.00050879726959046677 -0.01115401026386565 0.0026907082165098465 0.0066933401617086672 -0.0072794343105526977 -0.0016509697665169378 0.013197882781122879
leaf_weight=76 54 69 55 102 67 69 66 57 56 1736 58 61 109 93 174 53
leaf_count=76 54 69 55 102 67 69 66 57 56 1736 58 61 109 93 174 53
internal_value=0 0.000837854 0.00338522 0.00171665 0.00795753 0 0.00137464 0 0.000278363 0.000548697 0.000211381 0.000551571 -0.000728787 0.000111803 0.00155657 0.00759138
internal_weight=0 2901 718 663 143 520 451 2183 2126 2070 2001 1943 385 1829 283 114
internal_count=2955 2901 718 663 143 520 451 2183 2126 2070 2001 1943 385 1829 283 114
is_linear=0
shrinkage=0.16829


Tree=5359
num_leaves=26
num_cat=0
split_feature=4 3 3 123 47 4 49 0 2 0 3 11 3 2 16 2 4 42 0 42 1456 474 133 4 133
split_gain=10.415 3.5793 2.20269 1.05925 0.839341 0.824322 0.805831 0.722144 0.67701 0.518063 0.492583 0.449865 1.14711 0.616924 0.549723 0.416893 0.288011 0.271072 0.306044 0.241022 0.42445 0.397776 0.191507 0.176387 0.148999
threshold=0.31392000000000003 -0.073614999999999986 0.28833000000000003 1.0000000180025095e-35 0.11002500000000003 -0.39175499999999991 -0.032624999999999994 -0.046614999999999997 0.11693000000000002 -0.06537999999999998 0.10402500000000002 1.0000000180025095e-35 -0.10859999999999999 0.090020000000000017 0.25032500000000008 0.08647500000000001 -0.081204999999999986 0.085790000000000019 -0.085424999999999987 0.086435000000000012 -0.051559999999999995 0.083685000000000023 0.086975000000000011 0.51074000000000008 -0.079929999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 11 -3 -2 10 23 -10 15 12 13 -1 -13 -7 17 24 -19 21 -21 -18 -5 -8 -14
right_child=6 2 -4 22 -6 7 8 -9 9 -11 -12 14 16 -15 -16 -17 19 18 -20 20 -22 -23 -24 -25 -26
leaf_value=0.0012455192845532946 0.0002331617518993342 0.0014987686691945259 0.00047734325005351031 0.00098013721825904805 0.0010069874250501643 0.0013458206417730099 0.00073872411230245624 0.00078110710681802129 0.00068336522034066912 0.00027151378747801495 0.00086947140279807769 0.0016868351257979411 0.0015003314591047186 0.00078030405818529382 0.0012990097627890106 0.0011329717545815379 0.0013260710764873046 0.0017380685049680864 0.001401920173891384 0.0010119937499904709 0.0013105126403233616 0.0015429546357951323 0.00074078678229313338 0.0010076336048385132 0.0013290496482071224
leaf_weight=67 52 78 63 82 83 162 52 57 94 52 52 91 81 59 73 276 391 59 63 60 445 124 69 58 212
leaf_count=67 52 78 63 82 83 162 52 57 94 52 52 91 81 59 73 276 391 59 63 60 445 124 69 58 212
internal_value=0 0.00125005 0.00107171 0.00111992 0.00133279 0.00118001 0.000608691 0.00113449 0.000684833 0.00053692 0.00117552 0.00134845 0.00133099 0.00102796 0.00151442 0.00121178 0.00135757 0.00143195 0.00156477 0.00132728 0.00127511 0.00137836 0.000870998 0.000880833 0.00137652
internal_weight=0 2647 839 776 1808 625 308 547 256 146 490 1725 1561 126 164 438 1435 415 122 1020 505 515 151 110 293
internal_count=2955 2647 839 776 1808 625 308 547 256 146 490 1725 1561 126 164 438 1435 415 122 1020 505 515 151 110 293
is_linear=0
shrinkage=0.0032998


Tree=5360
num_leaves=20
num_cat=0
split_feature=2 4 3 123 3 2 0 43 2 4 3 0 4 2 0 42 13 0 0
split_gain=16.2551 8.4358 2.67505 2.08206 1.79548 1.15997 0.797958 0.739086 0.67165 0.606383 0.572521 0.537359 0.563931 0.454343 1.73185 0.342721 0.318425 0.301353 0.254933
threshold=0.13388500000000003 0.31392000000000003 -0.14186499999999996 1.0000000180025095e-35 0.11500500000000001 0.14870000000000003 -0.068669999999999995 -0.079944999999999988 0.087495000000000003 -0.47860499999999995 0.110335 0.11737000000000002 -0.14345499999999997 0.092155000000000015 -0.13843999999999998 0.093200000000000019 -0.071564999999999976 -0.076384999999999995 -0.069074999999999984
decision_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 16 13 -8 -5 -9 18 12 -1 17 -15 -7 -2 -4 -3
right_child=5 10 3 8 -6 15 7 9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0020793106481736042 0.00048708304439648868 0.00088646655524293196 0.0014462712821518386 0.00066290617855321041 0.00085371499029909077 7.9457808715916874e-05 0.00092187020743974971 0.0015995136744931858 0.0011365274025535489 0.0012110897507892867 0.00038186673076580395 0.0014970346693722267 0.0016347389053729328 0.0007645386711650164 0.0013889427272791475 0.00042144438158884655 0.00084481704405754644 0.0012609863995176941 0.00059465917996043922
leaf_weight=65 53 84 1243 58 75 81 71 59 76 179 59 69 62 56 368 53 57 107 55
leaf_count=65 53 84 1243 58 75 81 71 59 76 179 59 69 62 56 368 53 57 107 55
internal_value=0 0.00131127 0.00136345 0.00133175 0.00135657 0.000421509 0.00137466 0.00121903 0.00093179 0.00130753 0.000655404 0.00173406 0.00186255 0.00140174 0.00130656 0.000214984 0.000672775 0.00143161 0.000771257
internal_weight=0 2686 2488 2292 2158 244 2083 309 134 238 198 196 127 1774 424 134 110 1350 139
internal_count=2930 2686 2488 2292 2158 244 2083 309 134 238 198 196 127 1774 424 134 110 1350 139
is_linear=0
shrinkage=0.0032998


Tree=5361
num_leaves=20
num_cat=0
split_feature=1 3 14 39 1 10 42 15 1 155 3 15 3 3 43 13 43 1446 133
split_gain=33.2832 6.81769 3.20809 3.40861 2.4453 1.38704 1.23287 1.14935 1.11376 0.996239 0.950241 0.72483 0.613824 0.480789 0.771791 0.470865 0.463149 0.460048 0.350945
threshold=0.10331000000000003 -0.063264999999999988 0.064610000000000015 0.0039300000000000003 0.121715 -0.0093599999999999985 0.12160000000000001 -0.12272499999999999 0.077845000000000011 0.10022500000000002 0.092005000000000017 -0.0039399999999999991 -0.084524999999999975 0.14813000000000001 -0.06372499999999999 -0.062109999999999992 0.31405000000000005 0.10104500000000001 0.096875000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 9 -3 10 15 -5 12 16 -12 -2 14 -9 -7 17 18 -1
right_child=1 5 -4 8 -6 7 -8 13 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0014885411850783486 0.00085702380810498131 -2.058791834565551e-05 0.0020334959099433652 0.0011450151472073354 0.00045021457951472407 0.00038385017538632849 0.00097170824709804412 0.00042153666607401514 0.00049665008841120724 0.0015966080489027987 0.00086404747818075189 0.0013894231811587034 0.0013164956890289439 0.00035136351443381162 0.00092050724964410789 2.3882426594097245e-05 0.0011963763689227418 0.0017836624331041694 0.0013674625694253585
leaf_weight=1400 70 86 91 64 58 102 62 57 53 56 52 65 59 54 84 65 69 52 331
leaf_count=1400 70 86 91 64 58 102 62 57 53 56 52 65 59 54 84 65 69 52 331
internal_value=0 0.000597239 0.00142579 0.00140003 0.00104236 0.000355723 0.0014316 0.000445221 0.000851612 0.00122781 0.00144607 0.00115622 0.00106744 0.000617407 0.000719046 0.000243954 0.00146436 0.00147471 0.00146541
internal_weight=0 691 2239 2148 243 448 2031 362 117 185 1969 117 129 195 141 167 1852 1783 1731
internal_count=2930 691 2239 2148 243 448 2031 362 117 185 1969 117 129 195 141 167 1852 1783 1731
is_linear=0
shrinkage=0.0032998


Tree=5362
num_leaves=17
num_cat=0
split_feature=4 1348 474 0 0 4 401 1212 4 43 51 475 4 43 401 401
split_gain=0.345718 0.233228 0.247593 0.309896 0.294327 0.256681 0.248457 0.307695 0.282446 0.234892 0.326605 0.241486 0.214701 0.139754 0.159613 0.125156
threshold=-0.51843499999999987 0.084895000000000012 0.081755000000000008 0.13304000000000002 -0.00077999999999999999 0.008570000000000003 0.021890000000000003 -0.080434999999999993 0.55074000000000012 -0.085784999999999986 -0.025499999999999998 -0.083904999999999993 -0.083389999999999978 -0.15615999999999999 0.094540000000000013 0.11061500000000002
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 9 7 -2 12 -4 11 -11 -9 -8 -15 -16
right_child=1 -3 4 -5 -6 -7 13 8 -10 10 -12 -13 -14 14 15 -17
leaf_value=0.016484539722675551 -0.010242867790659046 -0.0070448867295498816 -0.001488467772722127 -0.0091833753924845975 0.01931353401357221 -0.0043578920680313387 0.015433981686861085 0.0059914387733386145 0.013958938911747801 0.024543713719665499 0.0022782340995329523 0.0090389381764732456 0.0016337034290249193 0.012697229910999508 -0.0028802887640944496 0.0069539206004380107
leaf_weight=57 52 61 57 59 52 59 56 401 63 55 77 60 1601 69 62 89
leaf_count=57 52 61 57 59 52 59 56 401 63 55 77 60 1601 69 62 89
internal_value=0 0.00324034 0.00346409 0.00285784 0.00758835 0.00560294 0.00315547 0.00253505 0.00285769 0.00797036 0.0107878 0.0164699 0.00250745 0.00790772 0.00598377 0.00290414
internal_weight=0 2873 2812 2452 360 308 2393 2117 2065 249 192 115 2002 276 220 151
internal_count=2930 2873 2812 2452 360 308 2393 2117 2065 249 192 115 2002 276 220 151
is_linear=0
shrinkage=0.16829


Tree=5363
num_leaves=19
num_cat=0
split_feature=1 12 1 16 1 147 47 2 1443 14 2 1 484 48 12 43 1456 13
split_gain=12.4904 1.77433 1.67123 1.2156 1.21182 1.07234 0.695023 0.644332 0.6112 0.574534 0.414395 0.391429 0.338689 0.297269 0.295503 0.260881 0.201716 0.0140527
threshold=0.11156000000000001 -1.0000000180025095e-35 0.14787500000000001 0.058455000000000007 0.094165000000000013 0.089245000000000005 0.11381500000000001 0.12068000000000001 0.084655000000000022 0.056865000000000006 0.095105000000000009 0.12000500000000001 -0.084674999999999986 0.098985000000000017 -0.063029999999999989 -0.072829999999999992 0.068470000000000017 -0.081124999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 10 7 11 8 9 12 -1 17 16 -14 -13 -5 -3 -2
right_child=2 5 -4 15 -6 -7 -8 -9 -10 -11 -12 14 13 -15 -16 -17 -18 -19
leaf_value=0.001236866839378057 0.00061879383737693057 0.0011277161904862986 5.995398891388924e-05 0.00073232919924328668 0.00052972021790944192 0.00068739901209614299 0.00083800173336315731 0.00083525035599143094 0.0014512506087337193 0.001409782260116688 0.00083872811111190154 0.00046652550980163772 0.0011113351403297994 0.00091924449130311825 0.00017875008480557915 0.001063360904224503 0.0013487183695137541 0.000532917041741046
leaf_weight=55 52 85 76 53 99 63 52 81 66 76 61 74 1649 95 83 53 104 53
leaf_count=55 52 85 76 53 99 63 52 81 66 76 61 74 1649 95 83 53 104 53
internal_value=0 0.00108542 0.00051075 0.000592238 0.000798618 0.00111319 0.000488847 0.00112562 0.00113694 0.00112659 0.0010278 0.000419415 0.00111544 0.00110089 0.000314614 0.000898177 0.00124951 0.000575782
internal_weight=0 2434 496 420 215 2219 314 2156 2075 2009 116 262 1933 1744 157 106 189 105
internal_count=2930 2434 496 420 215 2219 314 2156 2075 2009 116 262 1933 1744 157 106 189 105
is_linear=0
shrinkage=0.0032998


Tree=5364
num_leaves=14
num_cat=0
split_feature=41 41 3 151 42 40 4 124 16 157 52 43 3
split_gain=0.633579 0.372029 0.323836 0.35284 0.432114 0.393738 0.278935 0.557767 0.243728 0.214427 0.188045 0.388209 0.217358
threshold=0.075585000000000013 0.089290000000000022 -0.23098999999999997 0.0048400000000000014 0.079335000000000003 1.0000000180025095e-35 0.31392000000000003 -1.0000000180025095e-35 -0.47730499999999992 -0.14250499999999997 0.08869500000000001 -0.052849999999999994 -0.0037099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 6 9 -8 -9 -4 12 -12 -11
right_child=1 -3 3 4 -6 -7 7 8 -10 10 11 -13 -14
leaf_value=0.012321501009680345 0.021248982924506651 0.0055066348468639148 -0.0049563762117186307 -0.013661373952195105 0.0047198785905013365 -0.0088366849158125257 0.010892832495436515 -0.0018355152997882502 -0.016247896307295954 0.0045616240307119723 0.0064655761146184473 -0.0021063192885858797 0.010412413460220895
leaf_weight=103 88 83 72 80 66 75 60 71 63 1359 277 325 208
leaf_count=103 88 83 72 80 66 75 60 71 63 1359 277 325 208
internal_value=0 0.0136185 0.00305813 0.00269822 -0.00533974 0.00316648 0.00353693 -0.00257922 -0.00862489 0.00406719 0.00436756 0.00183491 0.00533939
internal_weight=0 171 2759 2656 146 2510 2435 194 134 2241 2169 602 1567
internal_count=2930 171 2759 2656 146 2510 2435 194 134 2241 2169 602 1567
is_linear=0
shrinkage=0.16829


Tree=5365
num_leaves=24
num_cat=0
split_feature=43 2 43 1 16 1452 0 15 16 1429 51 0 12 3 43 51 3 1 0 2 49 3 2
split_gain=0.469542 0.245052 0.408548 0.376204 0.320483 0.310586 0.358907 0.292875 0.24767 0.213651 0.228629 0.218658 0.215093 0.471583 0.212811 0.243368 0.186967 0.184659 0.183052 0.17869 0.155448 0.149726 0.11977
threshold=-0.50775499999999985 0.086545000000000025 -0.040494999999999996 0.10932500000000002 -0.025214999999999998 0.087120000000000017 -0.23028499999999999 0.089955000000000021 -0.081324999999999995 0.083985000000000018 -0.085384999999999989 -0.15651999999999996 0.086260000000000017 -0.017704999999999995 -0.067269999999999983 -0.092104999999999979 -0.014924999999999999 0.083250000000000005 -0.072039999999999979 0.094905000000000017 -0.065249999999999989 -0.095554999999999987 0.079770000000000021
decision_type=2 2 2 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 7 6 -3 8 22 11 -11 -8 13 -13 15 -2 18 -6 21 -12 -14 -17 -4
right_child=1 5 3 -5 17 -7 9 -9 -10 10 19 12 20 -15 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.019588702079971258 -0.004797680654654436 -0.0090680148562940245 -0.0021262452757852932 0.019657805547877195 0.01960095927374237 0.013676029253279365 0.0099868490145089174 0.012996638011801624 -0.0071896065509000975 0.017602478702193645 -0.0015911479454081691 -0.0077410620876857666 -0.0052423450597345956 0.0029657670985563322 -0.0074471124136484702 -0.0028701258729297205 -0.0035827662864728323 0.0075089946226265317 0.01522624821381674 0.011208016823429744 0.0037033490708338933 0.00661764613469756 0.0066425146140834902
leaf_weight=55 83 77 57 78 77 69 91 93 63 52 67 196 59 287 55 57 60 68 58 57 785 265 191
leaf_count=55 83 77 57 78 77 69 91 93 63 52 67 196 59 287 55 57 60 68 58 57 785 265 191
internal_value=0 0.00388592 0.00573187 0.00870822 0.00714927 0.00260652 0.00214836 0.00470661 0.00222182 0.0026913 0.00822488 0.00200322 0.00145438 -0.00137531 0.00250008 0.00354959 0.00512827 0.0139426 0.00650843 0.00427785 0.00307587 0.00493255 0.00461987
internal_weight=0 2945 1205 627 549 1740 1671 404 311 1594 176 1418 1327 483 578 523 440 145 380 124 844 322 248
internal_count=3000 2945 1205 627 549 1740 1671 404 311 1594 176 1418 1327 483 578 523 440 145 380 124 844 322 248
is_linear=0
shrinkage=0.16829


Tree=5366
num_leaves=25
num_cat=0
split_feature=1 1 12 11 124 10 39 0 12 0 13 13 12 49 1 1446 12 1 401 49 0 1 13 1
split_gain=17.3812 2.44236 2.66277 1.23932 1.0043 0.611915 0.625719 0.556853 0.671094 0.47527 0.37056 0.352215 0.307114 0.256389 0.267881 0.246679 0.289919 0.245044 0.212777 0.148823 0.162551 0.109468 0.0758422 0.051093
threshold=0.10331000000000003 0.12381000000000002 0.085075000000000026 1.0000000180025095e-35 -0.076779999999999987 -0.063134999999999983 0.08955500000000001 -0.23028499999999999 0.092735000000000026 -0.075914999999999996 -0.037164999999999997 0.0044550000000000006 0.093740000000000004 -0.052284999999999991 0.11215000000000001 0.083705000000000016 0.084595000000000017 0.092485000000000026 0.083100000000000021 0.10322500000000003 -0.052874999999999998 0.11392000000000001 0.10783500000000001 0.096315000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 -1 -3 9 -6 11 -7 -5 15 -4 -2 -15 18 -17 19 -9 20 -10 -14 -13 -19
right_child=1 5 12 10 7 6 -8 8 17 -11 -12 22 21 14 -16 16 -18 23 -20 -21 -22 -23 -24 -25
leaf_value=0.00094779014794296322 0.0008153561011123064 0.00022238689917472302 0.001382521036266973 0.0014599770639883779 0.0010002861595900931 0.00047618785013383658 0.00037660298213178939 0.0013458252341738898 0.0012527676857287174 0.00087957314205943575 0.001818967813185869 0.0011075510737784729 0.0011853427057098745 0.00042699666449727319 0.00070216540133841555 0.0017083221622920368 0.0013972922184462618 0.0014544741996188153 0.0014985071846048599 0.0010713905046648316 0.0010576419366448385 0.0009921449198088475 0.0012840481356636679 0.0012967182732592432
leaf_weight=86 71 67 57 67 61 52 96 1035 337 84 62 65 69 73 84 52 96 52 115 89 57 67 53 53
leaf_count=86 71 67 57 67 61 52 96 1035 337 84 62 65 69 73 84 52 96 52 115 89 57 67 53 53
internal_value=0 0.000729341 0.000891414 0.00131758 0.00129865 0.000501021 0.000581337 0.00131325 0.00132276 0.000725597 0.00163279 0.0013619 0.00117687 0.00064962 0.000574445 0.00137776 0.00150681 0.00122844 0.00136112 0.00119646 0.00122463 0.00109042 0.00118712 0.00137518
internal_weight=0 720 421 2280 2151 299 232 2065 2004 136 129 1416 193 228 157 1298 148 588 1150 483 394 136 118 105
internal_count=3000 720 421 2280 2151 299 232 2065 2004 136 129 1416 193 228 157 1298 148 588 1150 483 394 136 118 105
is_linear=0
shrinkage=0.0032998


Tree=5367
num_leaves=18
num_cat=0
split_feature=2 30 2 15 15 11 376 2 150 2 2 48 2 13 47 1454 15
split_gain=11.9288 5.52415 2.66524 1.95274 1.78821 0.998392 1.25164 0.783035 0.747796 0.56546 0.438084 0.422308 0.431016 0.381917 0.357221 0.271748 0.140461
threshold=0.11366500000000002 0.085915000000000019 0.31260000000000004 -0.2987999999999999 -0.080724999999999977 1.0000000180025095e-35 0.048375000000000008 0.092155000000000015 0.082085000000000019 0.13388500000000003 0.097005000000000022 0.10344500000000002 0.13226500000000005 -0.089359999999999981 0.11043500000000002 0.081160000000000024 -0.0039399999999999991
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 11 6 7 14 13 16 -7 12 -2 -9 15 -5 -6
right_child=2 -3 -4 5 9 10 -8 8 -10 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.00074822229778284666 0.00090903880031669858 0.00045444065412853348 6.5468027163821842e-05 0.0014081342927848594 0.0010954437888438466 0.0017665732000232326 0.00093081507447279814 0.0010407052237351882 0.00090201510026373898 0.00084496643747315552 0.0014233764791675451 0.00038486166023644593 0.00057141241590734327 0.0013353402150854783 0.0011949396184366776 0.001610378836186098 0.0013096328589346522
leaf_weight=56 76 76 52 1402 83 96 74 55 57 85 73 53 92 446 84 79 61
leaf_count=56 76 76 52 1402 83 96 74 55 57 85 73 53 92 446 84 79 61
internal_value=0 0.00133114 0.00077351 0.00135863 0.00085525 0.00137307 0.00135417 0.00136891 0.00126216 0.00105983 0.00161854 0.0006431 0.000724358 0.00130307 0.00140695 0.00141895 0.00118642
internal_weight=0 2498 502 2422 450 2366 2197 2123 558 229 169 221 168 501 1565 1481 144
internal_count=3000 2498 502 2422 450 2366 2197 2123 558 229 169 221 168 501 1565 1481 144
is_linear=0
shrinkage=0.0032998


Tree=5368
num_leaves=18
num_cat=0
split_feature=43 48 15 12 4 43 12 13 9 52 12 401 12 52 43 12 15
split_gain=0.341386 0.2491 0.214584 0.378855 0.332258 0.205228 0.37888 0.208909 0.244969 0.181889 0.163009 0.168926 0.130892 0.110448 0.203325 0.0878928 0.164544
threshold=-0.50775499999999985 0.14505500000000002 0.085915000000000019 0.086965000000000015 -0.085739999999999997 -0.17773999999999998 -0.14392999999999997 -0.17030499999999998 0.081505000000000008 -0.07167999999999998 0.094675000000000023 0.092825000000000005 0.084645000000000012 0.10322000000000002 -0.034774999999999993 0.092995000000000008 0.088235000000000022
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 -2 -7 -8 9 -9 11 15 -6 14 -12 16 -5
right_child=1 -3 3 10 12 6 7 8 -10 -11 13 -13 -14 -15 -16 -17 -18
leaf_value=0.018475167545013205 -0.0038044704133548689 -0.0064488947273119617 0.0038667914132034507 -0.0038653869249476607 0.02590239642961643 0.015934557914618064 -0.0033967474229565477 0.0065171271431213717 0.014010946020370908 0.0029412300351816909 0.0049170428088202191 0.011620919060316395 0.014527240657888159 0.004338773244552438 0.017006104528042378 -0.0040320810495952184 0.0057365682487221393
leaf_weight=55 83 52 56 68 53 82 96 634 76 1114 71 61 65 92 90 57 195
leaf_count=55 83 52 56 68 53 82 96 634 76 1114 71 61 65 92 90 57 195
internal_value=0 0.00508004 0.00528789 0.00761916 0.0145818 0.00438359 0.00472396 0.00424423 0.00464738 0.00423924 0.00570544 0.00349878 0.0196516 0.00902142 0.0116861 0.00194488 0.0032471
internal_weight=0 2945 2893 808 174 2085 2002 1920 1824 1748 634 381 118 253 161 320 263
internal_count=3000 2945 2893 808 174 2085 2002 1920 1824 1748 634 381 118 253 161 320 263
is_linear=0
shrinkage=0.16829


Tree=5369
num_leaves=36
num_cat=0
split_feature=1 2 52 3 3 2 124 2 14 2 52 1 2 2 15 52 51 2 2 51 2 15 15 2 52 3 2 3 1446 1212 403 1 15 2 49
split_gain=38.2739 8.11487 4.50741 2.83209 2.28152 1.84219 1.64765 1.56623 1.22888 0.928095 0.866491 0.831166 0.756427 0.661323 0.578068 0.554123 0.552897 0.517261 0.425129 0.390206 0.389142 0.4812 0.302112 0.272721 0.259556 0.248861 0.446909 0.296902 0.29588 0.25714 0.230665 0.203442 0.177093 0.173139 0.104539
threshold=0.10331000000000003 0.13388500000000003 -0.41694999999999993 -0.07249499999999999 -0.044539999999999989 0.31260000000000004 -0.076779999999999987 0.10523 0.073890000000000011 0.092155000000000015 0.056265000000000009 0.11584000000000001 0.090420000000000014 -1.0000000180025095e-35 -0.41956999999999994 -0.53473999999999988 -0.080414999999999986 0.11067500000000001 0.11917500000000002 -0.0093849999999999992 0.096780000000000019 -0.040119999999999996 -0.044884999999999994 0.087065000000000017 0.013340000000000001 -0.081534999999999982 0.084685000000000024 -0.080854999999999996 0.083530000000000007 0.088200000000000014 -1.0000000180025095e-35 0.093435000000000004 -0.085259999999999989 0.10043500000000001 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 2 2 2 2 2 2 2
left_child=3 2 -2 8 7 14 -5 11 12 19 13 -4 16 -6 -3 -14 23 -15 20 -8 -11 -22 24 -1 34 26 28 -27 -18 -28 -24 -29 -21 -32 -17
right_child=1 5 4 6 10 -7 9 -9 -10 18 -12 -13 15 17 -16 22 25 -19 -20 32 21 -23 30 -25 -26 27 29 31 -30 -31 33 -33 -34 -35 -36
leaf_value=0.0014479460510972444 0.0017770061825113752 0.00074523031391713203 0.0017467687504081411 0.001087822807422163 0.00041836844379439768 -0.00024887452399343811 0.0020167070484081603 0.00077093470556571905 0.0022141143574484186 0.0012790316223155246 0.0011312396752616949 0.0011750155380601938 0.0019760148586947675 0.0010334874095324312 0.00031652817632533373 0.001533305682768794 0.0019205736445301754 0.00062324437927682155 0.0011995676950446084 0.0015413352148999524 0.0014514913898680335 0.0018088728077428305 0.0018823177505785072 0.0017516125218035499 0.0016682798736588091 0.0015458167260014963 0.0018315954832188394 0.0018733953974951344 0.0021961936496056322 0.0015801481842612868 0.001569073724708942 0.0016531422876698858 0.0017861483792001895 0.0017912351691980282 0.001326921297908269
leaf_weight=61 82 54 56 84 81 52 52 53 71 52 52 56 55 58 95 54 296 81 53 62 95 75 60 74 83 59 324 173 52 54 125 67 76 60 63
leaf_count=61 82 54 56 84 81 52 52 53 71 52 52 56 55 58 95 54 296 81 53 62 95 75 60 74 83 59 324 173 52 54 125 67 76 60 63
internal_value=0 0.000848589 0.00106662 0.0017214 0.000933245 0.000285429 0.00151447 0.0012397 0.00178701 0.00159147 0.000747217 0.00146121 0.00176872 0.000656288 0.000472133 0.0016606 0.0018153 0.000794678 0.00146818 0.00176973 0.00153215 0.00160937 0.00162154 0.00161466 0.00152466 0.00184169 0.00187543 0.00175964 0.00196186 0.00179577 0.00170048 0.00181205 0.00167642 0.00164132 0.00142248
internal_weight=0 720 519 2280 437 201 549 165 1731 465 272 112 1660 220 149 500 1160 139 275 190 222 170 445 135 200 1025 726 299 348 378 245 240 138 185 117
internal_count=3000 720 519 2280 437 201 549 165 1731 465 272 112 1660 220 149 500 1160 139 275 190 222 170 445 135 200 1025 726 299 348 378 245 240 138 185 117
is_linear=0
shrinkage=0.0032998


Tree=5370
num_leaves=12
num_cat=0
split_feature=2 481 160 50 1374 50 1 11 42 2 42
split_gain=0.547294 0.415706 0.376089 0.331296 0.333241 0.2593 0.240509 0.220091 0.203602 0.198333 0.0746711
threshold=0.31115000000000004 -0.087424999999999989 -0.40860499999999994 0.11875500000000001 0.085820000000000021 0.11160500000000002 0.09518500000000002 0.080320000000000016 -0.063484999999999986 0.096860000000000016 0.08826500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 5 6 7 -4 -8 10 -3
right_child=-2 2 3 -5 -6 -7 8 -9 -10 -11 -12
leaf_value=-0.0056361837325956624 -0.011859653057560725 0.012978021658078388 0.0065630965995612973 -0.0043885613964234019 0.016940817416994342 0.017159701756138086 0.011208524939133668 -0.0040552726219235669 0.0014982899157905921 0.021686719893750452 0.0055408836982060007
leaf_weight=91 52 89 1641 95 73 52 68 57 617 53 69
leaf_count=91 52 89 1641 95 73 52 68 57 617 53 69
internal_value=0 0.00554859 0.00591092 0.00535581 0.00572563 0.00538867 0.00513106 0.00620559 0.00246485 0.0127505 0.00974153
internal_weight=0 2905 2814 2603 2508 2435 2383 1698 685 211 158
internal_count=2957 2905 2814 2603 2508 2435 2383 1698 685 211 158
is_linear=0
shrinkage=0.16829


Tree=5371
num_leaves=30
num_cat=0
split_feature=3 3 43 0 16 39 3 0 2 2 0 2 0 11 0 42 160 2 42 0 43 16 1447 51 0 13 2 13 132
split_gain=10.1308 3.4761 2.18418 1.27337 2.23948 0.977487 0.820858 0.765417 0.60694 0.60251 0.59415 0.522636 0.509736 0.50449 0.462406 0.351913 0.346911 0.329692 0.31162 0.343001 0.307457 0.291485 0.257428 0.230223 0.15285 0.150029 0.233787 0.149009 0.132198
threshold=-0.064349999999999991 0.30863500000000005 -0.035884999999999993 -0.062714999999999979 0.066010000000000013 0.088585000000000011 0.10661500000000002 -0.10934999999999999 0.08647500000000001 0.10556500000000001 -0.041534999999999996 0.10523 -0.086954999999999991 0.080455000000000013 0.032970000000000006 0.090045000000000014 -1.0000000180025095e-35 0.10134000000000001 0.082115000000000007 -0.088329999999999978 0.0066850000000000008 -0.092484999999999984 -0.0093799999999999977 -0.085489999999999997 -0.11167499999999998 -0.052124999999999998 0.083400000000000016 -0.085744999999999988 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=3 2 5 9 11 17 8 -8 -4 13 -7 -5 -11 15 -6 18 -10 -2 19 21 -18 -1 -17 -20 -3 26 -24 -25 -21
right_child=1 24 6 4 14 10 7 -9 16 12 -12 -13 -14 -15 -16 22 20 -19 23 28 -22 -23 25 27 -26 -27 -28 -29 -30
leaf_value=0.0011320572544335171 0.00093228191885501028 0.00029882897965277612 0.0012637187661440695 0.00037461624699069339 0.0010022514729084715 0.00024690185424864475 0.00053919140528356957 0.0010467172316341114 0.0011390248016860814 0.000706659115022786 0.00067233100667920577 0.0008248064235505838 0.0011249058790357947 0.0014918905487529526 0.00133855215287423 0.0013185347092930311 0.00071656092207669775 0.00062831007257257087 0.0014793697785528887 0.0011822283036917469 0.0010453772013860572 0.00082906048441041766 0.00094679239688507972 0.0011929932044331931 5.863816855838361e-05 0.0012369097599561907 0.0011295404271883891 0.0013070818274997962 0.0013468475065894208
leaf_weight=99 76 66 99 62 90 97 82 54 68 52 57 52 84 61 91 53 80 82 53 381 52 55 152 277 52 52 162 250 66
leaf_count=99 76 66 99 62 90 97 82 54 68 52 57 52 84 61 91 53 80 82 53 381 52 55 152 277 52 52 162 250 66
internal_value=0 0.000719988 0.000803142 0.00114469 0.000943162 0.000592157 0.000954388 0.000740968 0.00105134 0.00117776 0.000404595 0.000580275 0.000965247 0.00119514 0.00117153 0.0011838 0.000946043 0.000774747 0.00121324 0.0011599 0.000846362 0.00102407 0.00110073 0.00126846 0.000193281 0.00106909 0.00104119 0.00124718 0.00120661
internal_weight=0 865 747 2092 295 312 435 136 299 1797 154 114 136 1661 181 1600 200 158 1181 601 132 154 419 580 118 366 314 527 447
internal_count=2957 865 747 2092 295 312 435 136 299 1797 154 114 136 1661 181 1600 200 158 1181 601 132 154 419 580 118 366 314 527 447
is_linear=0
shrinkage=0.0032998


Tree=5372
num_leaves=16
num_cat=0
split_feature=0 0 41 0 1374 1 16 49 0 0 16 0 133 52 48
split_gain=0.472699 0.3111 0.477113 0.399732 0.353676 0.323468 0.401247 0.273073 0.262452 0.275119 0.232756 0.226288 0.234047 0.219058 0.0183263
threshold=0.12583000000000003 -0.12851999999999997 0.075585000000000013 -0.14259999999999998 0.085820000000000021 0.095640000000000017 -0.10750499999999999 -0.038669999999999989 -0.11214999999999999 -0.10298499999999998 -0.28430999999999995 -0.064734999999999987 0.087855000000000003 1.0000000180025095e-35 0.082705000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 8 6 -1 -7 -3 -10 -9 13 -13 -11 -8
right_child=-2 2 -4 -5 -6 7 14 10 9 11 -12 12 -14 -15 -16
leaf_value=-0.00045944166722224484 -0.0077942062542431332 0.017238321393261858 0.017736221271047212 -0.0095513273903640398 0.018616408337367812 0.0076747405274050218 0.017939392526094205 0.0011327242205716355 -0.0066119465774672542 0.004558341847340954 -0.013443645773002078 0.00026290072316862616 0.0095783754817776873 0.0084018594757997462 0.013236408973541383
leaf_weight=76 78 52 98 78 59 65 52 65 55 913 59 376 96 783 52
leaf_count=76 78 52 98 78 59 65 52 65 55 913 59 376 96 783 52
internal_value=0 0.0054739 0.00622411 0.00138821 0.00573997 0.0037055 0.00881236 -0.00114866 0.00540524 0.00512764 -0.00578832 0.00542629 0.00216138 0.00633386 0.0156052
internal_weight=0 2879 2432 447 2334 369 180 189 2275 2223 124 2168 472 1696 104
internal_count=2957 2879 2432 447 2334 369 180 189 2275 2223 124 2168 472 1696 104
is_linear=0
shrinkage=0.16829


Tree=5373
num_leaves=28
num_cat=0
split_feature=3 3 40 0 42 52 52 51 3 3 52 1375 0 160 0 49 0 49 0 3 42 3 481 0 52 0 3
split_gain=12.539 2.80897 1.74804 1.60141 1.33075 0.834336 1.1743 0.628154 0.391789 0.559221 0.718638 0.332129 0.284316 0.275688 0.274727 0.262597 0.40591 0.307726 0.246571 0.230197 0.213501 0.27606 0.237415 0.195377 0.189906 0.176823 0.129454
threshold=-0.049204999999999992 0.28833000000000003 -0.012844999999999997 -0.067664999999999989 -0.0047199999999999994 -0.24166499999999999 0.024870000000000003 -0.092104999999999979 -0.0096849999999999974 0.085880000000000012 -0.021309999999999996 -0.012944999999999998 -0.044434999999999995 0.083295000000000022 -0.105195 -0.028049999999999995 -0.090809999999999988 0.096725000000000019 0.051660000000000005 -0.012504999999999997 0.11195000000000001 -0.15288999999999997 -0.087424999999999989 -0.082844999999999988 0.0035300000000000006 -0.044434999999999995 -0.095009999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 11 -2 26 12 -4 -9 -10 -11 -1 -7 19 -3 16 -13 20 -14 -6 21 -17 -23 -19 -12 -8 -5
right_child=1 14 7 5 13 6 25 8 9 10 24 15 18 -15 -16 17 -18 23 -20 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=0.0014968787518885259 0.0010720031458726217 0.00043866842697757788 0.0012349494540407568 0.0013754649841341189 0.0002903329385871561 0.000966108492953374 0.0010841354355686334 0.00066112793236356186 0.0012497259081062726 0.0011503547462027774 0.00059712058846996343 0.00093987928541442085 0.00050849997422265907 0.00072313498886355187 0.0001252579375520258 0.0015297485032251844 0.001334695026829182 0.0010531620781193372 0.00082958175523527929 0.00054937767726325598 0.0011563797106779615 0.0011128289674538429 0.0013169651540976351 0.0012863066465535699 0.00086983091460429436 0.0013524975085924948 0.0011688440083545859
leaf_weight=81 61 71 87 66 62 54 59 55 60 68 63 62 53 54 54 65 54 95 53 97 101 68 1163 71 52 53 75
leaf_count=81 61 71 87 66 62 54 59 55 60 68 63 62 53 54 54 65 54 95 53 97 101 68 1163 71 52 53 75
internal_value=0 0.000757511 0.000843564 0.00124446 0.000641743 0.00105906 0.000951748 0.000987107 0.000914632 0.000971865 0.00088057 0.00128795 0.000769742 0.000518357 0.000303557 0.00127784 0.00112398 0.00128924 0.000669373 0.000448588 0.00130539 0.00131698 0.00130572 0.00115309 0.000720739 0.00121144 0.00126581
internal_weight=0 784 659 2173 274 413 272 385 298 243 183 1760 160 213 125 1679 116 1563 106 159 1397 1296 1231 166 115 112 141
internal_count=2957 784 659 2173 274 413 272 385 298 243 183 1760 160 213 125 1679 116 1563 106 159 1397 1296 1231 166 115 112 141
is_linear=0
shrinkage=0.0032998


Tree=5374
num_leaves=15
num_cat=0
split_feature=2 13 14 12 131 151 474 12 13 133 1 42 12 14
split_gain=0.422259 0.294742 0.321971 0.45341 0.668117 0.322934 0.286786 0.24027 0.20942 0.213164 0.190152 0.21932 0.179999 0.143115
threshold=0.31115000000000004 -0.43902499999999994 -0.13131999999999996 0.083175000000000013 0.080165000000000014 0.015440000000000001 0.084655000000000022 0.11755500000000001 0.084770000000000026 0.087455000000000019 0.090540000000000023 -1.0000000180025095e-35 0.11005500000000001 -0.46025499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 4 6 7 8 10 9 -4 12 -12 -5 -3
right_child=-2 2 3 5 -6 -7 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=-0.004817528654714423 -0.0099132558848417009 0.0086086182314640443 0.0069161592138063405 0.0070703600300117651 -0.016792509892947994 0.01873265929034261 -0.0079018055673900842 -0.001882101029063917 -0.0050680293272586229 -0.0022636684788792964 0.01203700538023608 0.0014383395853391247 0.01601933765116112 0.020942456010158355
leaf_weight=78 52 55 421 1425 52 60 61 99 61 86 67 320 67 53
leaf_count=78 52 55 421 1425 52 60 61 99 61 86 67 320 67 53
internal_value=0 0.00537523 0.0056571 0.00529812 0.0015352 0.00655463 0.00305322 0.00618431 0.0042329 0.00535549 0.00661027 0.00327789 0.00747343 0.014678
internal_weight=0 2905 2827 2719 681 2038 629 1978 568 507 1879 387 1492 108
internal_count=2957 2905 2827 2719 681 2038 629 1978 568 507 1879 387 1492 108
is_linear=0
shrinkage=0.16829


Tree=5375
num_leaves=12
num_cat=0
split_feature=0 160 13 482 34 97 0 15 0 13 13
split_gain=0.329527 0.32277 0.264715 0.225509 0.192653 0.323141 0.280586 0.246441 0.260539 0.109403 0.0865725
threshold=0.15628500000000004 -0.54883999999999988 -0.43902499999999994 0.11801000000000002 -0.066379999999999981 -0.080629999999999993 0.0062000000000000006 0.15867500000000004 -0.067664999999999989 0.096295000000000006 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 8 -6 10 -8
right_child=-2 2 3 -5 6 -7 9 -9 -10 -11 -12
leaf_value=-0.0083170803094427242 0.017064075124805615 -0.0051972859572920627 0.0062839143621718618 0.015318509286237207 0.0043577664692442631 -0.012378042956155067 0.0075405286797248254 0.015378793367625175 -0.00075179240368661695 0.0039742587851629586 0.016213174242013708
leaf_weight=61 54 85 53 52 2056 52 53 52 327 53 89
leaf_count=61 54 85 53 52 2056 52 53 52 327 53 89
internal_value=0 0.00378695 0.00404466 0.00432717 0.00411754 -0.00294109 0.00440003 0.00390695 0.00365587 0.0105479 0.0129889
internal_weight=0 2933 2872 2787 2735 105 2630 2435 2383 195 142
internal_count=2987 2933 2872 2787 2735 105 2630 2435 2383 195 142
is_linear=0
shrinkage=0.16829


Tree=5376
num_leaves=14
num_cat=0
split_feature=43 4 48 14 11 150 1446 4 160 48 47 11 3
split_gain=0.404029 0.352238 0.342523 0.306729 0.333753 0.304333 0.247178 0.246095 0.231629 0.160483 0.244686 0.111818 0.180541
threshold=-0.50589999999999991 -0.39175499999999991 0.10145000000000001 0.083835000000000007 0.084110000000000004 0.11247500000000001 0.092380000000000018 0.26777000000000001 -0.081594999999999987 0.10971000000000002 0.10887000000000001 0.085990000000000011 -0.014924999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 3 4 5 6 8 9 -3 -4 -11 12 -2
right_child=1 2 7 -5 -6 -7 -8 -9 -10 10 -12 -13 -14
leaf_value=-0.010197784951517495 0.020474027346963544 -0.0005931799036648825 -0.0069758850288367804 -0.0090592722260840926 0.017085152626763796 0.012650551202247028 0.011942581202369653 -0.012960625390245336 0.0037818612961677336 0.010450830029459153 -0.0048101078905694464 0.0038404283454609887 0.0081394943351516535
leaf_weight=61 56 424 62 52 54 103 90 54 1773 66 54 52 86
leaf_count=61 56 424 62 52 54 103 90 54 1773 66 54 52 86
internal_value=0 0.00363314 0.00314016 0.00371991 0.00399254 0.00369597 0.0032919 -0.00298376 0.0029367 -1.37139e-05 0.00356844 0.0105662 0.0130165
internal_weight=0 2926 2732 2496 2444 2390 2287 236 2197 182 120 194 142
internal_count=2987 2926 2732 2496 2444 2390 2287 236 2197 182 120 194 142
is_linear=0
shrinkage=0.16829


Tree=5377
num_leaves=13
num_cat=0
split_feature=41 11 11 47 49 9 47 16 147 52 13 0
split_gain=0.227843 0.512587 0.384009 0.192518 0.229672 0.210675 0.190136 0.240117 0.398194 0.345076 0.17604 0.147902
threshold=0.077915000000000012 0.07677500000000001 1.0000000180025095e-35 0.11566000000000001 0.13281000000000001 0.085355000000000014 0.10648500000000001 0.41134500000000007 0.092645000000000019 -0.45635499999999996 0.085955000000000018 -0.070664999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 8 -1 -9 -4 -5
right_child=1 -3 10 11 -6 -7 -8 9 -10 -11 -12 -13
leaf_value=0.0028055056730073055 0.0059174432922790635 -0.01337402873029566 0.018981981097998032 0.0012330872653620515 0.013198431538140527 -0.0070216297732833494 0.012961936701467072 0.0045177899645339947 0.017059564953235778 -0.012811606802523521 0.0068882328628357865 -0.010532023931249851
leaf_weight=2201 80 76 56 70 61 61 53 64 57 66 89 53
leaf_count=2201 80 76 56 70 61 61 53 64 57 66 89 53
internal_value=0 -0.00346945 0.00313176 0.00267549 0.002988 0.00273835 0.00298298 0.00276075 0.00316612 -0.00426639 0.0115713 -0.00382183
internal_weight=0 156 2831 2686 2563 2502 2441 2388 2258 130 145 123
internal_count=2987 156 2831 2686 2563 2502 2441 2388 2258 130 145 123
is_linear=0
shrinkage=0.16829


Tree=5378
num_leaves=22
num_cat=0
split_feature=1 12 1 13 43 12 150 3 3 123 52 16 43 13 3 3 12 43 52 50 1
split_gain=10.8219 2.38807 1.42034 1.04542 0.75207 0.671462 0.61749 0.966729 0.678038 0.569274 0.512204 0.46129 0.414694 0.476646 0.37312 0.369121 0.320936 0.365732 0.259457 0.208137 0.257114
threshold=0.12072500000000001 0.056995000000000011 0.092485000000000026 -0.36115499999999995 -0.025079999999999995 0.11697000000000002 0.090965000000000004 -0.0048549999999999991 0.11500500000000001 0.083795000000000022 -0.065394999999999995 -0.039209999999999995 -0.15961499999999998 0.18622000000000002 -0.010434999999999998 -0.22442499999999996 0.091545000000000015 -0.089929999999999996 0.10024500000000001 0.11347000000000002 0.090130000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -2 14 12 7 9 -9 -4 -1 -12 13 -3 -5 -14 19 -18 -19 20 -17
right_child=3 5 6 4 -6 -7 -8 8 -10 -11 11 -13 15 -15 -16 16 17 18 -20 -21 -22
leaf_value=0.00079324010039239239 9.2432412484243349e-07 0.00060905140690962806 0.00022454488249459798 0.00041328596859983066 0.00066150532994058945 0.00074647660285701316 0.00035089445612986769 0.00106924087407486 0.0006053131900898704 0.00069063674820825935 0.00090926303787398693 0.0013009474944496344 0.0012743205023158129 0.0010355090796247384 6.6193235910108798e-05 0.0010705483683024024 0.00076176754788807638 0.0010499879607333926 0.00089748962331059163 0.0012696529531100048 0.0008725769348988606
leaf_weight=101 81 54 52 91 96 96 67 88 57 64 66 67 73 62 54 1022 79 404 180 54 79
leaf_count=101 81 54 52 91 96 96 67 88 57 64 66 67 73 62 54 1022 79 404 180 54 79
internal_value=0 0.000966293 0.00077495 0.000325679 0.000434682 0.00101741 0.000634524 0.000707199 0.000887112 0.000482003 0.000971635 0.00110684 0.00103035 0.000837289 0.000284267 0.00104218 0.00103284 0.000974349 0.00100305 0.00106638 0.00105638
internal_weight=0 2665 562 322 241 2103 328 261 145 116 234 133 2007 116 145 1891 1818 663 584 1155 1101
internal_count=2987 2665 562 322 241 2103 328 261 145 116 234 133 2007 116 145 1891 1818 663 584 1155 1101
is_linear=0
shrinkage=0.0032998


Tree=5379
num_leaves=23
num_cat=0
split_feature=15 10 12 48 150 12 12 43 39 42 48 16 12 16 15 14 50 51 1456 16 475 50
split_gain=15.2723 6.75851 5.41024 2.05301 1.45247 1.43537 1.27652 0.810354 0.804301 0.506034 0.579178 0.473529 0.688038 0.349896 0.340689 0.256697 0.242899 0.23624 0.235289 0.220229 0.21083 0.209976
threshold=-0.26361999999999991 -0.11133 0.078120000000000009 0.097025000000000014 0.083435000000000023 0.13332500000000003 -0.097314999999999985 -0.078169999999999976 0.088850000000000026 0.086435000000000012 0.093225000000000016 0.51783000000000012 0.090285000000000018 -0.039209999999999995 -0.084904999999999994 -0.10523499999999998 0.093245000000000008 0.08623500000000002 -0.063379999999999978 -0.0098949999999999975 -0.028509999999999997 0.11347000000000002
decision_type=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 7 9 -1 -3 15 11 18 12 17 -9 -5 -8 -14 -4 -11 -6 -15 -20
right_child=1 2 5 14 19 -7 8 13 -10 10 -12 -13 16 20 -16 -17 -18 -19 21 -21 -22 -23
leaf_value=0.00027208326733864531 0.000442447408906481 0.0013031628572037664 0.0018005719251666314 0.00075206413885027545 0.0012693952145255661 0.0011778436146236467 0.0011924929702442355 0.0015128472046623679 0.00056194085412082011 0.0015343530207032193 0.0014085558103061994 0.0020329089044138133 0.0016146300551657118 0.0016135832924346228 0.001120260523339587 0.00087730484221340121 0.0018462847231684213 0.002035705647414357 0.0016947849530751791 0.00099719322314179341 0.0018801421861762938 0.0018900874072106954
leaf_weight=52 53 91 623 52 94 54 54 94 64 94 88 72 361 56 60 62 60 53 641 52 87 70
leaf_count=52 53 91 623 52 94 54 54 94 64 94 88 72 361 56 60 62 60 53 641 52 87 70
internal_value=0 0.00161032 0.00163322 0.00135235 0.00144743 0.00171098 0.000728473 0.00156962 0.000860123 0.00172493 0.00166512 0.00177059 0.00175334 0.00167178 0.000949627 0.00102433 0.00164773 0.00181906 0.00169312 0.00117269 0.001776 0.00171406
internal_weight=0 2755 2702 586 474 2116 232 328 180 2062 893 1169 1097 237 112 116 421 676 805 146 143 711
internal_count=2987 2755 2702 586 474 2116 232 328 180 2062 893 1169 1097 237 112 116 421 676 805 146 143 711
is_linear=0
shrinkage=0.0032998


Tree=5380
num_leaves=27
num_cat=0
split_feature=2 15 12 2 13 49 2 12 2 39 51 13 51 2 51 11 133 49 471 13 13 150 49 2 52 2
split_gain=11.0873 4.09042 1.85523 1.28242 1.15881 0.97929 0.77914 0.627904 0.609764 0.512126 0.473623 0.417343 0.364447 0.372115 0.356834 0.338259 0.283626 0.342593 0.267919 0.295678 0.249386 0.189328 0.14034 0.138675 0.113644 0.0932885
threshold=0.13388500000000003 -0.38214499999999996 1.0000000180025095e-35 0.11018500000000002 -1.0000000180025095e-35 0.11151500000000002 0.17553000000000005 0.093125000000000013 -0.007134999999999999 0.088025000000000006 -0.088319999999999996 -0.077034999999999978 0.077730000000000007 0.08784500000000002 -0.092879999999999976 0.07604000000000001 -0.037434999999999989 0.10322500000000003 0.085215000000000027 -0.084509999999999988 0.17888000000000001 0.082965000000000025 -1.0000000180025095e-35 0.090640000000000012 0.069415000000000018 0.086935000000000012
decision_type=2 2 2 2 2 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 11 10 -3 -1 25 -2 18 -14 -6 16 24 20 19 -12 -18 23 -5 -16 -9 -4
right_child=5 2 7 22 14 -7 -8 15 -10 -11 12 -13 13 -15 21 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00090274595723644445 0.00039327859974251693 0.00076579220903148684 0.0017385305904275071 0.00073329709659197915 0.0015734945544017785 0.00092007681212299324 0.00012315764491249096 0.0013858868775045662 0.0011908547808061368 0.0004657680564616674 0.0013022109960436166 0.00079094609154540467 0.0017444998570979493 0.001391962667572895 0.0012666228117718145 0.0011117048392150994 0.0012950134171246957 0.0010533875255571976 0.001616727189968178 0.0014190006965865334 0.0015314474794613049 0.0011345396649985234 0.00096675659508458983 0.0014945631553864741 0.0015954488639092347 0.0015347899143041094
leaf_weight=68 58 61 54 55 79 62 58 74 95 52 394 58 68 66 65 90 376 58 54 635 58 53 62 59 52 55
leaf_count=68 58 61 54 55 79 62 58 74 95 52 394 58 68 66 65 90 376 58 54 635 58 53 62 59 52 55
internal_value=0 0.00130976 0.00133766 0.00116315 0.00124992 0.000563469 0.000436199 0.00138302 0.00102487 0.000713682 0.00142567 0.000592416 0.0014068 0.00157113 0.00138692 0.0013031 0.00133091 0.00129454 0.00138644 0.00137432 0.00132669 0.00130345 0.000857312 0.00137536 0.00147265 0.00163605
internal_weight=0 2683 2563 529 412 236 174 2034 156 120 1326 116 1217 134 256 708 618 492 1083 1029 434 177 117 124 126 109
internal_count=2919 2683 2563 529 412 236 174 2034 156 120 1326 116 1217 134 256 708 618 492 1083 1029 434 177 117 124 126 109
is_linear=0
shrinkage=0.0032998


Tree=5381
num_leaves=34
num_cat=0
split_feature=2 12 2 13 12 0 2 2 41 47 13 48 0 2 12 49 2 133 43 43 43 2 13 49 0 1456 40 43 13 481 43 2 2
split_gain=17.725 8.5917 3.87925 2.55863 1.50048 1.45542 1.34118 1.20382 1.08364 0.769143 0.751606 0.60534 0.568383 0.609099 0.474178 0.450497 0.440362 0.59655 0.395756 0.375136 0.349029 0.348148 0.328127 0.32358 0.372496 0.312985 0.288603 0.275456 0.259601 0.226298 0.206422 0.119154 0.195977
threshold=0.12026500000000001 1.0000000180025095e-35 0.17553000000000005 -0.00027999999999999998 0.093125000000000013 -0.084114999999999981 0.10928500000000001 -0.023999999999999997 0.075585000000000013 0.077735000000000012 -0.023024999999999997 0.087550000000000017 -0.23028499999999999 0.090085000000000012 0.083885000000000015 -0.008624999999999999 0.08784500000000002 -0.087734999999999994 -0.03898999999999999 -0.082739999999999994 -0.0037599999999999995 0.13388500000000003 -0.055229999999999994 0.09778000000000002 -0.06612999999999998 -0.059149999999999994 -0.050089999999999989 -0.073079999999999992 -0.087404999999999997 -0.084829999999999975 0.058415000000000009 0.10457000000000001 0.089745000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 7 8 21 9 -1 14 12 -7 26 -5 -14 19 -6 20 -18 23 -3 29 -2 30 24 27 -19 -9 -17 -22 -16 -20 32 -24
right_child=2 4 -4 6 15 10 -8 11 -10 -11 -12 -13 13 -15 16 18 17 25 22 -21 28 -23 31 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.0007339299981849464 0.00094059330170523673 0.0018360542103429108 0.00018026195162447364 0.001230182735169941 0.0013570546042662008 0.001044816099470567 0.0010329899059014686 0.0015160352527271474 0.0022368269742403021 0.0019725543883164177 0.0014928730970570844 0.00093982525932432735 0.0014034452793045904 0.0018190682321125018 0.0016437498799962231 0.001790458160052352 0.0014609975280697595 0.0020432009479651493 0.0015266150053389414 0.0014709211855714883 0.0019024246437743045 0.00055966298676434596 0.00178387548828429 0.0013555660686324664 0.001414330527814934 0.0017696221120518658 0.0011823039736713261 0.0015214392702331439 0.0021759088213510343 0.0018786679853485659 0.0017944906509346538 0.001741115120186858 0.0020673366614348911
leaf_weight=79 54 56 69 54 52 90 52 63 74 53 76 55 73 84 52 147 63 56 78 72 82 52 56 52 61 302 54 61 77 491 57 65 57
leaf_count=79 54 56 69 54 52 90 52 63 74 53 76 55 73 84 52 147 63 56 78 72 82 52 56 52 61 302 54 61 77 491 57 65 57
internal_value=0 0.00168043 0.000879664 0.00132143 0.00178163 0.00105696 0.00151926 0.00107224 0.00184672 0.0016149 0.00125016 0.00122742 0.0015249 0.00162604 0.00182361 0.00165586 0.00184554 0.00176 0.00168032 0.00163094 0.0018968 0.000754054 0.00176489 0.00159774 0.00164442 0.00181252 0.00136231 0.00171173 0.00203509 0.00185624 0.00163998 0.00185943 0.00192717
internal_weight=0 2578 341 567 2011 272 316 251 1325 264 166 172 211 157 1251 686 1123 421 634 128 702 106 313 321 269 358 117 208 159 543 135 178 113
internal_count=2919 2578 341 567 2011 272 316 251 1325 264 166 172 211 157 1251 686 1123 421 634 128 702 106 313 321 269 358 117 208 159 543 135 178 113
is_linear=0
shrinkage=0.0032998


Tree=5382
num_leaves=24
num_cat=0
split_feature=15 13 39 16 10 14 13 16 15 15 39 150 403 15 123 50 50 13 15 402 42 13 42
split_gain=17.7051 7.27242 6.43428 3.67639 1.64058 1.61388 0.953949 0.934255 0.89928 1.29564 0.69179 0.556641 0.571125 0.427799 0.271545 0.260194 0.244065 0.233396 0.229164 0.19635 0.183033 0.0795687 0.0513073
threshold=-0.26361999999999991 -0.27740999999999993 0.08252000000000001 -0.52541999999999989 -1.0000000180025095e-35 -0.45687499999999998 -0.081659999999999996 -0.42170999999999997 0.039965000000000007 0.091195000000000012 0.10096000000000001 0.082085000000000019 0.052650000000000009 0.13592500000000005 0.085195000000000007 0.067370000000000013 0.111725 0.049070000000000009 -0.083859999999999976 0.08406000000000001 0.083725000000000008 -0.43902499999999994 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
left_child=5 21 3 -3 -4 -1 15 -7 11 17 14 12 -8 -11 -6 19 22 -10 -13 20 -5 -2 -17
right_child=1 2 4 6 10 7 8 -9 9 13 -12 18 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0013112498120433484 0.0010874884343625079 0.001274612902132039 0.00082461475341449365 0.001871760644552193 0.0018182125666147549 0.00089038914973732356 0.001890437024433336 0.00037338869323778645 0.0021514484925536639 0.001886776086276672 0.0011859007330042642 0.0014451195771336869 0.0016119365050058128 0.0015743754389039625 0.0014744333010475431 0.0023179827872568575 0.0019844843501257699 0.0019349033807343004 0.0017559593677683916 0.0018435859278945522 0.0020615468546953454 0.00090114823378531646 0.0021681105029297139
leaf_weight=62 52 94 55 71 52 95 634 64 318 291 55 55 94 59 52 56 70 70 53 77 360 56 74
leaf_count=62 52 94 55 71 52 95 634 64 318 291 55 55 94 59 52 56 70 70 53 77 360 56 74
internal_value=0 0.00183086 0.00186585 0.00191525 0.0013173 0.000859058 0.00194162 0.00068251 0.00189606 0.00198055 0.0014875 0.00182143 0.00185453 0.00183421 0.00164666 0.00204286 0.00214616 0.00211247 0.00159799 0.00200212 0.00203036 0.000991194 0.00223294
internal_weight=0 2698 2590 2376 214 221 2282 159 1574 738 159 836 728 350 104 708 200 388 108 508 431 108 130
internal_count=2919 2698 2590 2376 214 221 2282 159 1574 738 159 836 728 350 104 708 200 388 108 508 431 108 130
is_linear=0
shrinkage=0.0032998


Tree=5383
num_leaves=21
num_cat=0
split_feature=4 481 15 483 13 50 1212 1213 9 12 15 48 1212 49 4 15 13 52 14 1213
split_gain=0.538122 0.271514 0.608108 0.312243 0.221545 0.212094 0.23666 0.246906 0.198548 0.169122 0.383451 0.211406 0.165325 0.137868 0.167992 0.13495 0.116953 0.15286 0.116195 0.0533432
threshold=0.27258000000000004 -0.084514999999999993 0.085665000000000005 0.085850000000000024 -0.10939499999999998 -0.23108499999999996 0.0025400000000000002 -0.082414999999999974 0.037245000000000007 -1.0000000180025095e-35 -0.024929999999999997 0.10971000000000002 0.090335000000000013 -0.014774999999999998 0.50214500000000006 -0.092879999999999976 -0.084354999999999986 0.01787 -0.41608999999999996 -0.023029999999999998
decision_type=2 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 -3 8 -8 9 10 -7 -11 -9 -6 -15 -5 -17 -18 -16 -14
right_child=4 3 -4 15 13 6 7 12 -10 11 -12 -13 19 14 18 16 17 -19 -20 -21
leaf_value=0.013155993022513962 -0.0054645804469559125 0.017403926795686482 -0.0088153964453080002 0.0081092245169706312 -0.003382361400820108 0.00766153241842428 0.0052337774774195815 0.023896316803142491 0.017576108823560001 0.0074331234033206371 -0.0081949000951202205 0.016604066619767544 0.017270857501356599 0.014215157493546149 0.0088206133882012608 0.011220901391405727 0.027102858225950127 0.014321840881341025 -0.0012718048982798826 0.010394186922602727
leaf_weight=68 92 75 75 56 52 137 85 56 55 1543 63 75 53 55 57 53 56 52 74 87
leaf_count=68 92 75 75 56 52 137 85 56 55 1543 63 75 53 55 57 53 56 52 74 87
internal_value=0 0.00876292 0.00161997 0.00917978 0.00154024 0.00858467 0.00827676 0.0128402 0.00759116 0.0072881 0.00265777 0.00785934 0.0161298 0.00425553 0.00640051 0.0152844 0.0177689 0.0209657 0.00310584 0.0130103
internal_weight=0 2589 143 2446 330 2229 2154 281 1873 1818 200 1618 196 238 186 217 161 108 131 140
internal_count=2919 2589 143 2446 330 2229 2154 281 1873 1818 200 1618 196 238 186 217 161 108 131 140
is_linear=0
shrinkage=0.16829


Tree=5384
num_leaves=34
num_cat=0
split_feature=1 12 13 10 13 12 1 1 41 16 0 52 3 12 2 43 12 42 42 43 49 43 43 3 48 43 159 0 16 52 12 16 12
split_gain=15.5245 4.70899 2.3314 1.43115 1.19752 1.15127 0.690792 0.687828 0.668462 0.583783 0.51242 0.492653 0.830046 0.491037 0.478936 0.623171 0.331143 0.559818 0.257434 0.392532 0.471901 0.326079 0.248414 0.346925 0.223288 0.208411 0.198223 0.186995 0.16067 0.139105 0.0883745 0.0734309 0.0570589
threshold=0.12448500000000001 0.056995000000000011 -0.0015099999999999998 -1.0000000180025095e-35 -0.071564999999999976 0.093125000000000013 0.086215000000000014 0.10351500000000001 0.075585000000000013 -0.23389999999999997 0.035525000000000008 -0.082384999999999986 0.088880000000000015 -0.089399999999999993 0.08784500000000002 -0.0019849999999999994 0.084450000000000011 0.084185000000000024 -0.099699999999999983 -0.03898999999999999 0.082820000000000019 -0.06705499999999999 -0.0037599999999999995 -0.083874999999999991 0.014805 -1.0000000180025095e-35 0.073745000000000019 -0.091069999999999984 -0.28430999999999995 0.099570000000000006 0.10508500000000001 -0.4136149999999999 0.083705000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -2 31 8 -1 10 14 -7 11 -4 -13 -8 16 24 17 32 -11 20 21 -20 26 -24 27 -6 -18 -16 -9 30 -21 -5 -3
right_child=3 5 7 4 25 9 13 28 -10 18 -12 12 -14 -15 15 -17 22 -19 19 29 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.0012371188942931015 0.00017977516359309726 0.001676170968021391 0.0017577815055735018 0.00039730764837979409 0.00083863923721410206 0.0011188006313227882 0.00099938937980268263 0.0012443786813188936 0.0018673542115765864 0.0016380589242388861 0.0011736389914203677 0.0016762491294632111 0.00113099660861602 0.00065316240092997823 0.0013749805503256646 0.00121743738112367 0.00161420564496257 0.0011806438135609353 0.0014732711182810724 0.0015805464662720454 0.0010885000102806633 0.0011707544696920023 0.0019649038452838547 0.0016275466975392821 0.0013196464176258446 0.0011385743722275182 0.0013967739951358453 0.0015971405042516094 0.00097923464914880334 0.0013814060658466096 0.0014237746733965946 0.00057639501718581045 0.0015112952488224385
leaf_weight=56 66 55 64 52 52 74 85 52 75 61 63 60 63 96 53 95 434 54 161 159 73 53 53 97 53 52 54 242 52 95 60 52 53
leaf_count=56 66 55 64 52 52 74 85 52 75 61 63 60 63 96 53 95 434 54 161 159 73 53 53 97 53 52 54 242 52 95 60 52 53
internal_value=0 0.00142922 0.00116938 0.000603846 0.000738237 0.00150396 0.000915615 0.00133918 0.00156257 0.00139896 0.00143348 0.00152084 0.00139726 0.00081595 0.00154415 0.00145617 0.00159282 0.00145749 0.00143022 0.00140907 0.00131978 0.00139851 0.00162713 0.00174698 0.00152125 0.000988946 0.00159022 0.00155735 0.00111215 0.00149057 0.00153776 0.00048719 0.00159559
internal_weight=0 2645 591 274 208 2054 237 354 1318 736 250 187 123 181 1243 443 800 162 662 601 287 214 638 150 348 104 488 295 104 314 219 104 108
internal_count=2919 2645 591 274 208 2054 237 354 1318 736 250 187 123 181 1243 443 800 162 662 601 287 214 638 150 348 104 488 295 104 314 219 104 108
is_linear=0
shrinkage=0.0032998


Tree=5385
num_leaves=27
num_cat=0
split_feature=4 12 2 133 2 47 4 0 0 4 2 2 0 48 12 4 12 0 13 4 12 13 13 13 475 4
split_gain=23.7706 9.11192 2.96361 2.43412 2.26339 1.84237 1.92937 1.36929 1.19509 1.05496 0.974131 0.749397 0.743684 0.700521 0.623128 0.589212 0.558897 0.940409 0.394477 0.390464 0.317778 0.311124 0.271222 0.246042 0.214832 0.105646
threshold=0.31392000000000003 1.0000000180025095e-35 0.10859000000000001 0.084675000000000014 0.13084500000000002 0.077735000000000012 -0.17006499999999999 -0.105195 -0.14867499999999997 -1.0000000180025095e-35 0.087605000000000002 0.14019000000000004 -0.13955999999999996 0.090135000000000007 0.084595000000000017 0.44128500000000004 0.09253500000000002 -0.072924999999999976 -0.079199999999999979 -0.069819999999999979 0.098455000000000015 -0.096079999999999985 0.15415000000000004 -0.087404999999999997 -0.080074999999999993 0.51074000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 6 -1 15 -3 -8 16 25 -4 -14 -12 -2 21 19 24 -18 -19 -10 -20 -23 -16 -9
right_child=7 4 12 -5 -6 -7 9 11 10 -11 14 -13 13 -15 18 -17 17 20 22 -21 -22 23 -24 -25 -26 -27
leaf_value=0.0020292782079482778 0.00082150209926058076 0.0022556119614604497 0.0006326953325361443 0.00097547439654439643 0.0011412978131678194 0.0021232394363014584 0.0010627652377566607 0.00058629651886602809 0.0021480026723353341 0.0015714640098154515 0.0013779422843791379 0.00021643150070000311 0.001356960192256977 0.00083691494689490452 0.0020215708566087474 0.0012669386530958068 0.0021000465764066389 0.0013361772106364892 0.0016677587991837581 0.0017531775036051039 0.0016939649060687299 0.0017673951009402409 0.0019098322488342739 0.0019234583440793721 0.001793993962315555 0.00077923583098554977
leaf_weight=54 88 64 55 83 57 62 90 62 58 89 56 52 58 56 60 52 65 60 546 83 52 145 58 567 232 67
leaf_count=54 88 64 55 83 57 62 90 62 58 89 56 52 58 56 60 52 65 60 546 83 52 145 58 567 232 67
internal_value=0 0.00169282 0.00131318 0.00147576 0.00179155 0.0016164 0.00148138 0.00074183 0.00180965 0.00131589 0.00179523 0.000551846 0.000949347 0.00110181 0.00171867 0.000987202 0.00186596 0.00173223 0.00173993 0.00190576 0.00150261 0.00191108 0.00169106 0.00189173 0.00184088 0.000686778
internal_weight=0 2650 547 378 2103 295 233 321 2046 179 1982 181 169 114 952 140 1030 260 896 148 112 770 604 712 292 129
internal_count=2971 2650 547 378 2103 295 233 321 2046 179 1982 181 169 114 952 140 1030 260 896 148 112 770 604 712 292 129
is_linear=0
shrinkage=0.0032998


Tree=5386
num_leaves=17
num_cat=0
split_feature=3 4 16 3 33 10 4 3 50 4 4 1204 474 12 160 16
split_gain=0.653156 0.510674 0.865501 0.481058 0.249478 0.31553 0.216916 0.202165 0.214257 0.238445 0.192833 0.189472 0.191766 0.156474 0.110038 0.103998
threshold=0.093925000000000022 -0.060239999999999995 -0.116045 0.13772500000000001 0.075230000000000019 -1.0000000180025095e-35 0.42405000000000009 0.0066850000000000008 0.083090000000000011 -0.080324999999999994 -0.49911499999999992 -0.08094999999999998 0.084835000000000008 0.091105000000000005 0.0044600000000000013 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 6 -4 5 -1 -3 8 10 13 -7 -12 -13 -10 15 -11
right_child=1 2 3 -5 -6 7 -8 -9 9 14 11 12 -14 -15 -16 -17
leaf_value=-0.00050165585438484081 0.012291359726907638 0.0015083135026160239 -0.024953454247893848 -0.0034825618244906007 0.020690187855822773 -0.0015349712508796055 0.015398236563914708 0.016915795038078295 0.013534654248520009 0.012435994604995646 0.0011241628775540743 0.0095180182520066669 0.0035691622403139674 0.025671008111434891 0.016190847815850611 0.0058003390172096554
leaf_weight=95 91 83 52 69 53 55 52 97 74 114 93 1588 171 52 66 166
leaf_count=95 91 83 52 69 53 55 52 97 74 114 93 1588 171 52 66 166
internal_value=0 0.00145976 -0.00238352 -0.0127246 0.00923514 0.0089983 0.00687181 0.00936352 0.00905484 0.0122729 0.0082574 0.00854918 0.00894073 0.0185576 0.00997904 0.00850842
internal_weight=0 347 256 121 2624 2571 135 2476 2379 472 1907 1852 1759 126 346 280
internal_count=2971 347 256 121 2624 2571 135 2476 2379 472 1907 1852 1759 126 346 280
is_linear=0
shrinkage=0.16829


Tree=5387
num_leaves=24
num_cat=0
split_feature=1 2 1 0 2 14 34 0 15 4 124 43 2 49 0 48 43 133 15 1 49 15 4
split_gain=21.0951 5.73446 2.74796 2.9897 2.53516 2.20341 1.87239 1.02483 0.975483 0.810835 0.72444 0.702252 0.489268 0.527406 0.499571 0.450017 0.426187 0.517943 0.335892 0.2772 0.13888 0.134134 0.0157239
threshold=0.12381000000000002 0.099845000000000003 0.077375000000000013 0.10446500000000002 0.14744000000000002 0.073890000000000011 -0.084564999999999987 -0.10998999999999999 -0.098139999999999991 0.31392000000000003 -1.0000000180025095e-35 -0.0068849999999999996 0.087635000000000005 -0.019034999999999996 -0.072924999999999976 0.094910000000000008 -1.0000000180025095e-35 0.096875000000000017 -0.097144999999999981 0.10661000000000002 0.093290000000000012 -0.45775499999999997 0.0049450000000000006
decision_type=2 2 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 11 9 6 -1 8 -8 -2 -9 18 14 -14 -12 19 17 20 -4 -13 -3 -11 -18
right_child=4 2 3 -5 -6 -7 7 10 -10 21 12 15 13 -15 -16 -17 22 -19 -20 -21 -22 -23 -24
leaf_value=0.00078321951632738974 0.00085040395898767769 0.001542954393965672 0.00069341114464627034 0.0015434667632814039 -6.4827947733508664e-05 0.0019174975466126557 0.0014698246210152401 0.0010586432339083935 0.00093241252228113553 0.00053274811316614094 0.001525168742634479 0.0011269212433364019 0.00168384006131766 0.0013453170470684045 0.0013187344906865762 0.00058809086079557749 0.0011480320400261694 0.0011475647687417432 0.00032009694573786212 0.00081146610518027557 0.0013311835008562865 0.00029668159021438418 0.0010515504746694648
leaf_weight=53 81 101 53 58 93 93 63 54 90 52 870 57 56 566 153 52 55 87 53 68 56 55 52
leaf_count=53 81 101 53 58 93 93 63 54 90 52 870 57 56 566 153 52 55 87 53 68 56 55 52
internal_value=0 0.00133081 0.00107172 0.000860434 0.00038046 0.00142053 0.00139625 0.00141377 0.00115393 0.000600923 0.00143715 0.000720324 0.00144955 0.00137585 0.00149433 0.000847827 0.00127688 0.00135366 0.000507086 0.000955596 0.00146764 0.000411735 0.00110147
internal_weight=0 2690 692 341 281 1998 1905 1852 153 188 1699 283 1645 622 1023 177 351 244 106 125 157 107 107
internal_count=2971 2690 692 341 281 1998 1905 1852 153 188 1699 283 1645 622 1023 177 351 244 106 125 157 107 107
is_linear=0
shrinkage=0.0032998


Tree=5388
num_leaves=25
num_cat=0
split_feature=1 2 14 123 30 2 1 52 2 3 1 2 48 49 52 13 3 48 1 52 49 13 3 1211
split_gain=21.6342 5.02673 3.17516 2.69092 2.15163 1.60655 2.17067 2.47273 1.60034 1.33454 1.28297 0.869679 0.623193 0.467193 0.451356 0.441567 0.439738 0.350068 0.348663 0.310424 0.302838 0.257949 0.257295 0.254216
threshold=0.10749500000000002 0.12068000000000001 0.073890000000000011 1.0000000180025095e-35 0.085570000000000021 0.087635000000000005 0.088035000000000016 -0.34918499999999997 0.10745500000000001 -0.11211999999999998 0.13130500000000003 0.17990500000000001 0.090730000000000019 -0.07278999999999998 0.11330000000000001 -1.0000000180025095e-35 -0.078884999999999997 0.036755000000000003 0.092485000000000026 -0.068039999999999975 0.10960000000000002 -0.010129999999999998 -0.082234999999999989 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=2 4 3 5 8 9 12 -8 10 -1 16 15 13 -7 19 -3 -2 -9 -16 22 -15 -14 -11 -21
right_child=1 11 -4 -5 -6 6 7 17 -10 14 -12 -13 21 20 18 -17 -18 -19 -20 23 -22 -23 -24 -25
leaf_value=0.0010409553479460679 0.001720143809093234 0.00034499824153395338 0.002032001147879282 0.00090271063129412378 0.00043071051840835655 0.0017587861910416279 0.0015643170973928258 0.00055629170911116051 0.00078124064611511149 0.0015949845520080339 0.00087467737469868129 3.0345613672739688e-05 0.0013404719606584445 0.0014636345973373273 0.001195061155369888 0.00068440782506589098 0.0013182229220736474 0.00093015618910240985 0.0015531504039939103 0.0016589717109562188 0.00127335849125081 0.0010367260228372893 0.0013133173975207412 0.0014770952805037497
leaf_weight=54 54 101 99 102 60 54 60 59 97 78 52 62 73 718 57 72 69 52 65 599 108 55 69 102
leaf_count=54 54 101 99 102 60 54 60 59 97 78 52 62 73 718 57 72 69 52 65 599 108 55 69 102
internal_value=0 0.000735805 0.0014525 0.0014276 0.000997266 0.00145189 0.00136858 0.00102409 0.00112211 0.00154777 0.00131085 0.000366273 0.00142699 0.00145847 0.00157594 0.000486459 0.00149496 0.000731753 0.00138614 0.00160321 0.0014388 0.00121023 0.00146301 0.00163256
internal_weight=0 567 2404 2305 332 2203 1179 171 272 1024 175 235 1008 880 970 173 123 111 122 848 826 128 147 701
internal_count=2971 567 2404 2305 332 2203 1179 171 272 1024 175 235 1008 880 970 173 123 111 122 848 826 128 147 701
is_linear=0
shrinkage=0.0032998


Tree=5389
num_leaves=30
num_cat=0
split_feature=12 51 52 14 2 52 2 1 52 52 4 13 39 16 13 3 3 51 1 400 16 1 16 16 12 12 3 16 13
split_gain=0.645208 0.464136 0.4745 0.434147 0.415137 0.445929 0.316927 0.400014 0.736929 0.297102 0.276979 0.310841 0.483976 0.443311 0.252018 0.220129 0.197587 0.210108 0.374231 0.192536 0.184063 0.302537 0.146332 0.157505 0.114995 0.189249 0.168551 0.0727875 0.0737384
threshold=0.082795000000000021 0.12162000000000002 0.12484500000000003 0.056865000000000006 0.088005000000000014 -0.049669999999999999 0.085730000000000015 0.077690000000000023 -0.23047999999999999 -0.091869999999999993 -0.081579999999999986 -0.18997999999999995 0.08481000000000001 -0.33811499999999994 -0.027939999999999996 -0.012504999999999997 -0.081224999999999978 -0.021939999999999998 0.090485000000000024 -0.082259999999999986 -0.083144999999999983 0.092485000000000026 -0.011349999999999997 -0.079519999999999993 0.11878500000000002 0.10742000000000002 -0.07106999999999998 0.064455000000000012 -0.070339999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 9 16 19 -9 -1 -6 -12 13 -13 -14 -7 17 -2 22 -8 -18 -22 23 -19 25 26 -21 28 -23
right_child=3 -3 -4 -5 10 15 7 8 -10 -11 11 12 14 -15 -16 -17 20 18 -20 24 21 27 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.010132228478943852 0.0048816516222903346 -0.0094932884915928852 0.01844257140753968 0.025137216948172482 0.010114060489680991 0.0084364862070472595 -2.7929872573637693e-05 0.013919083205156786 -0.010269560170914365 -0.0063542269349056452 0.0097029878666467905 0.0012879721594426991 -0.0024306800443897095 -0.015380706726414521 0.013111056553362869 0.021440608124899358 0.01587316738898812 0.013898402540614438 0.02571687203709918 0.010273442867569937 -0.0041977301363316753 0.017113245617919083 0.020415898801141613 0.0044806741506286472 0.0028352499150562133 0.018272705197145661 0.0010780453132407204 0.0051782518030862078 0.0082209827167573114
leaf_weight=65 56 59 78 55 86 65 58 62 84 59 69 79 57 105 61 87 84 220 88 839 55 55 69 66 62 79 61 55 53
leaf_count=65 56 59 78 55 86 65 58 62 84 59 69 79 57 105 61 87 84 220 88 839 55 55 69 66 62 79 61 55 53
internal_value=0 0.00490635 0.00595613 0.0103609 0.00462497 0.0097797 0.00996282 0.00827857 0 0.00227338 0.00150791 -0.000482208 -0.00281524 -0.00821428 0.00558838 0.0158915 0.0125784 0.0146407 0.0158703 0.00937805 0.00916493 0.00657186 0.0134244 0.0117314 0.00990384 0.0103497 0.0096522 0.0102168 0.0127661
internal_weight=0 870 811 2101 733 276 2046 1245 146 124 457 371 302 184 118 152 801 499 443 1099 302 218 355 286 1041 979 900 163 108
internal_count=2971 870 811 2101 733 276 2046 1245 146 124 457 371 302 184 118 152 801 499 443 1099 302 218 355 286 1041 979 900 163 108
is_linear=0
shrinkage=0.16829


Tree=5390
num_leaves=15
num_cat=0
split_feature=15 10 39 13 0 42 14 0 13 14 0 16 0 48
split_gain=18.1604 8.42385 5.10627 4.38623 2.66642 2.08621 1.64372 1.1079 1.06986 1.05866 1.35651 0.884577 0.617621 0.508206
threshold=-0.26361999999999991 -0.15282499999999996 0.0039300000000000003 -0.17030499999999998 -0.22745499999999999 -0.044384999999999994 -0.45687499999999998 -0.095724999999999991 -0.0094049999999999984 0.073890000000000011 -0.10934999999999999 -0.10227499999999999 -0.071299999999999988 0.086950000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 -5 -4 -1 -8 13 10 11 -6 -12 -7
right_child=1 2 5 4 9 8 7 -9 -10 -11 12 -13 -14 -15
leaf_value=0.0011562247611136363 0.00037218698698620922 0.00099620757687712857 0.0017461098445327957 0.001226953493933775 0.001642234820352267 0.0014142128054953141 0.0008482912855970106 0.00027310944829265452 0.00061998386082344828 0.0021482246710978052 0.001812886875927406 0.0010998785744276457 0.0016804794866231156 0.0009642638664139429
leaf_weight=52 55 88 56 103 91 56 57 102 53 79 1528 52 525 55
leaf_count=52 55 88 56 103 91 56 57 102 53 79 1528 52 525 55
internal_value=0 0.00165139 0.00167757 0.00172058 0.00174737 0.00119535 0.000646464 0.000479528 0.00100707 0.00177091 0.00175732 0.00144526 0.00177904 0.00119158
internal_weight=0 2741 2686 2466 2378 220 211 159 164 2275 2196 143 2053 111
internal_count=2952 2741 2686 2466 2378 220 211 159 164 2275 2196 143 2053 111
is_linear=0
shrinkage=0.0032998


Tree=5391
num_leaves=18
num_cat=0
split_feature=2 15 3 39 2 2 2 11 0 0 2 2 0 0 15 1429 15
split_gain=12.3481 7.37913 3.23357 2.30996 1.34758 1.14871 1.03672 1.14422 1.00772 0.655513 0.458557 0.381287 0.350397 0.545875 0.301291 0.243894 0.223183
threshold=0.12026500000000001 -0.38214499999999996 0.11391500000000002 0.0039300000000000003 0.14561000000000004 -1.0000000180025095e-35 0.094485000000000013 0.077905000000000016 -0.084114999999999981 -0.13955999999999996 0.094985000000000014 0.25063000000000007 -0.15445999999999996 -0.099704999999999974 -0.070009999999999975 1.0000000180025095e-35 0.039965000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 8 -5 7 12 -2 -8 -7 -6 -3 -14 -10 16 -11
right_child=4 2 -4 5 11 10 9 -9 14 15 -12 -13 13 -15 -16 -17 -18
leaf_value=0.0004403600939437691 0.00053897046783153376 0.0016818352434882409 0.00081099804425573477 0.00063244649167195689 0.00058040375916737627 0.0014524006982973956 0.00099353961853015601 0.0018911896133412742 0.00089416464112100256 0.0012730806160671723 0.0010407701605026705 0.00023385507644058603 0.0012102489813509234 0.0014667411503644055 0.0012308361785449968 0.0015581927661345253 0.0014436845184543159
leaf_weight=93 68 77 102 52 83 53 63 71 67 283 69 60 98 1477 53 58 125
leaf_count=93 68 77 102 52 83 53 63 71 67 283 69 60 98 1477 53 58 125
internal_value=0 0.00135377 0.00138736 0.00141158 0.000677157 0.00104453 0.00143993 0.00147932 0.000860978 0.00131156 0.00121988 0.000435245 0.00146159 0.0014508 0.00104315 0.00135448 0.00132544
internal_weight=0 2621 2528 2426 331 174 2252 1723 188 529 122 143 1652 1575 120 466 408
internal_count=2952 2621 2528 2426 331 174 2252 1723 188 529 122 143 1652 1575 120 466 408
is_linear=0
shrinkage=0.0032998


Tree=5392
num_leaves=25
num_cat=0
split_feature=1 12 14 43 4 15 15 52 43 457 10 11 0 43 15 0 1455 1456 156 1 1212 39 48 43
split_gain=0.696429 0.482639 0.523565 0.384895 0.487937 0.772485 1.0559 0.346533 0.40887 0.335066 0.282941 0.265436 0.314109 0.260603 0.245085 0.214827 0.196389 0.238201 0.185926 0.166852 0.151464 0.093689 0.0762714 0.0328447
threshold=0.12381000000000002 0.084130000000000024 -0.10523499999999998 -0.025079999999999995 -0.42305999999999994 -0.0062949999999999994 0.025430000000000005 -0.046194999999999993 -0.085784999999999986 0.085720000000000005 -0.063134999999999983 0.077905000000000016 -0.077944999999999987 -0.085504999999999984 0.12341000000000001 -0.074249999999999997 1.0000000180025095e-35 -0.064104999999999981 -0.080224999999999977 0.098715000000000011 -0.029899999999999996 0.087735000000000021 0.088485000000000008 -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
left_child=1 2 -1 7 -5 9 -7 13 -9 22 -2 14 -13 -4 16 -12 18 -18 -3 20 -20 -17 -6 -21
right_child=10 11 3 4 5 6 -8 8 -10 -11 15 12 -14 -15 -16 21 17 -19 19 23 -22 -23 -24 -25
leaf_value=0.02183322534165346 -0.0088858305277988679 0.020210159658249988 0.011045100668090958 0.015239411785473342 0.0055743826168464568 -0.028609401793726216 0.00068118760422033401 0.0070411118126836028 0.024563462347171092 0.017861815206975041 -0.0019745457692808095 0.026783336921669041 0.011609216889364405 -0.0029718569899169962 -1.273869325016279e-05 0.012049314900326989 0.024694616892057465 0.010330160814202804 0.015581344203189728 0.0068956434766921128 0.010212194245025103 0.0028967965422977285 -0.0028843970791618033 0.00089810409164530717
leaf_weight=58 60 57 74 63 68 54 98 80 72 53 96 68 91 76 56 81 66 66 171 52 1232 53 54 53
leaf_count=58 60 57 74 63 68 54 98 80 72 53 96 68 91 76 56 81 66 66 171 52 1232 53 54 53
internal_value=0 0.0100886 0.00646501 0.00517433 0.00167617 -0.000931442 -0.00971286 0.00968587 0.015353 0.00668558 0.00139663 0.011509 0.0181101 0.0039312 0.0109092 0.00408682 0.0112707 0.017526 0.010742 0.0103829 0.0108679 0.0084427 0.00181561 0.00388542
internal_weight=0 2662 750 692 390 327 152 302 152 175 290 1912 159 150 1753 230 1697 132 1565 1508 1403 134 122 105
internal_count=2952 2662 750 692 390 327 152 302 152 175 290 1912 159 150 1753 230 1697 132 1565 1508 1403 134 122 105
is_linear=0
shrinkage=0.16829


Tree=5393
num_leaves=29
num_cat=0
split_feature=3 4 10 4 3 151 16 3 42 13 3 156 39 13 16 4 4 156 13 43 1456 4 16 16 3 3 42 4
split_gain=26.5174 7.33449 5.53477 4.9354 3.65198 1.84004 1.59756 1.54143 1.67195 1.02564 0.808223 0.854591 0.606267 0.59958 0.590481 0.849556 0.488789 0.427927 0.413679 0.555064 0.395741 0.646335 0.888026 0.282924 0.446671 0.171328 0.125326 0.0373768
threshold=-0.064349999999999991 0.31392000000000003 -0.00189 0.31392000000000003 0.28833000000000003 0.0045550000000000009 -0.0069549999999999985 -0.011629999999999998 -1.0000000180025095e-35 0.10077500000000002 -0.079224999999999976 0.087080000000000005 0.099965000000000012 -0.09057999999999998 -0.066539999999999988 -0.029404999999999997 0.44128500000000004 -0.0039599999999999991 0.056735000000000001 -0.13800999999999999 -0.075249999999999984 0.018150000000000003 -0.45743999999999996 -0.10227499999999999 -0.094334999999999988 -0.10175499999999998 0.094640000000000016 -0.037689999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 5 7 18 8 -4 10 11 17 13 -3 -9 -16 -15 -8 20 -20 -1 23 -23 -22 -25 -19 -12 -28
right_child=1 12 4 -5 -6 -7 9 14 -10 -11 26 -13 -14 16 15 -17 -18 25 19 -21 21 22 -24 24 -26 -27 27 -29
leaf_value=0.0025458715043302675 0.00086095216455730171 0.00081003835125739016 0.0020676314585120143 0.0014545797087742998 0.0010072247760165712 0.0013233129296601226 0.0025864305615390577 0.0023402629220983127 0.0014049717724342443 0.0017176133271720386 0.0018629809501274131 0.0019388566036269775 0.00069808137386773075 0.0010080631996104072 0.0022385472605348589 0.0017760397033650432 0.0014522563047219283 0.0024336619344185852 0.0023093696883104303 0.001893153666019688 0.0025344309962923423 0.0024317014860906856 0.001872474797216084 0.0020343535795770929 0.0023519414456189078 0.0022217012117175432 0.0019777976126858195 0.0021220519532016693
leaf_weight=97 74 52 82 88 54 52 55 99 85 63 72 83 54 52 92 84 58 56 96 57 88 53 77 53 839 231 53 53
leaf_count=97 74 52 82 88 54 52 55 99 85 63 72 83 54 52 92 84 58 56 96 57 88 53 77 53 839 231 53 53
internal_value=0 0.00152692 0.00170892 0.00222073 0.00182336 0.0019125 0.00225399 0.00198174 0.00173056 0.00212096 0.00216304 0.00224184 0.00100266 0.00110397 0.00213415 0.00201801 0.00124259 0.00231527 0.00231911 0.00215454 0.00233995 0.00232192 0.00210074 0.00235122 0.00233311 0.00226318 0.0019747 0.00205026
internal_weight=0 838 622 2114 548 494 2026 442 167 666 603 425 216 162 275 176 110 342 1360 153 1207 1110 130 980 892 287 178 106
internal_count=2952 838 622 2114 548 494 2026 442 167 666 603 425 216 162 275 176 110 342 1360 153 1207 1110 130 980 892 287 178 106
is_linear=0
shrinkage=0.0032998


Tree=5394
num_leaves=17
num_cat=0
split_feature=30 150 2 16 0 16 2 10 159 159 3 3 3 151 12 2
split_gain=0.555195 0.42934 0.461491 0.414772 0.316486 1.72348 0.690536 0.422986 0.191896 0.235547 0.226071 0.309964 0.167335 0.101046 0.0951619 0.0782517
threshold=0.086220000000000019 0.094545000000000018 0.091290000000000024 -0.40885499999999991 -0.024974999999999997 0.022165000000000004 0.098500000000000018 -0.084119999999999986 0.11396500000000001 0.097495000000000012 0.11878500000000002 0.090170000000000014 -0.16270999999999997 -0.056409999999999995 0.089895000000000017 0.11978500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 13 -4 7 -6 -7 -1 9 10 11 -9 -8 -3 -10 -12
right_child=-2 2 3 -5 5 6 12 8 14 -11 15 -13 -14 -15 -16 -17
leaf_value=0.024543765825345863 -0.0063968010010551999 0.0056696211772184748 0.0048246075636421701 -0.014360353030120518 -0.015916832034107035 0.026071162490500385 0.011429765916393324 0.010447966808528769 0.0085330235448836597 0.020021113059989808 -0.0017883684129369431 0.021643785313606747 -0.00049925476558574657 0.016182445488209948 -0.0010421272477493229 0.0073793382517088717
leaf_weight=62 63 53 68 60 81 74 70 1935 59 76 52 73 63 52 58 53
leaf_count=62 63 53 68 60 81 74 70 1935 59 76 52 73 63 52 58 53
internal_value=0 0.009556 0.002619 -0.00415431 0.0101639 0.00488485 0.0130333 0.0108052 0.010435 0.0107904 0.0104575 0.0108559 0.00576567 0.0108931 0.00377101 0.00282203
internal_weight=0 2889 233 128 2656 288 207 2368 2306 2189 2113 2008 133 105 117 105
internal_count=2952 2889 233 128 2656 288 207 2368 2306 2189 2113 2008 133 105 117 105
is_linear=0
shrinkage=0.16829


Tree=5395
num_leaves=28
num_cat=0
split_feature=1 1 12 39 47 12 10 14 12 1 52 457 159 12 12 1 15 12 483 15 42 42 12 15 52 15 52
split_gain=38.7691 7.26122 4.12267 2.49061 1.74672 1.69756 1.00036 0.909173 0.829719 0.80805 0.684647 0.666917 0.618937 0.52371 0.441614 0.433985 0.328207 0.302165 0.284133 0.323257 0.509312 0.281653 0.27102 0.206998 0.18562 0.132844 0.0844712
threshold=0.10331000000000003 0.12448500000000001 0.086085000000000009 0.055555000000000007 0.085585000000000008 0.093670000000000017 -0.0062549999999999993 0.064610000000000015 0.11755500000000001 0.09258000000000001 -0.22118499999999996 0.08351500000000002 0.083310000000000009 0.083175000000000013 0.099980000000000013 0.13744000000000003 -0.039149999999999997 -1.0000000180025095e-35 -0.070084999999999981 0.043560000000000008 0.089895000000000017 -0.079234999999999986 0.083785000000000012 0.11556000000000001 0.10024500000000001 -0.06723999999999998 -0.081429999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 5 6 7 -3 11 16 -5 -4 18 17 -13 -12 -8 25 -2 -1 20 -20 -18 -21 24 -23 26 -7
right_child=1 4 10 9 -6 8 15 -9 -10 -11 14 13 -14 -15 -16 -17 21 -19 19 22 -22 23 -24 -25 -26 -27 -28
leaf_value=0.0025419729407414032 0.0013284230833770091 0.00045883412270904039 0.0023048547298603608 0.0020679394704093638 0.0014641251488388251 0.0022663467090554153 0.0011543691596913219 0.0027332003699105404 0.0018215231150365094 0.001504759493200307 0.0020742644881184638 0.0018550429406591863 0.0010847361631825191 0.0023082350225601261 0.0016568563645666949 0.00080205135071935788 0.0024561379246471411 0.0016179366904274961 0.0023363835123319013 0.0026396550039919755 0.0020523127212036889 0.0023361971040728319 0.0023866132806591462 0.0020516708740539735 0.0021023118325860365 0.0019515561035727109 0.0020884501966692828
leaf_weight=100 80 58 67 60 61 52 73 71 71 53 61 52 62 63 53 82 72 82 558 53 81 145 606 66 55 55 97
leaf_count=100 80 58 67 60 61 52 73 71 71 53 61 52 62 63 53 82 72 82 558 53 81 145 606 66 55 55 97
internal_value=0 0.00138622 0.00166702 0.0022833 0.000971047 0.00230793 0.000829671 0.00236522 0.00215982 0.0018041 0.00203779 0.00234793 0.00136727 0.00210362 0.00188052 0.000968209 0.00220407 0.00147518 0.002368 0.00235457 0.00230043 0.00226844 0.00240702 0.00221751 0.00227205 0.00209723 0.00215077
internal_weight=0 679 405 2310 274 2197 213 1584 613 113 181 1513 224 115 114 155 542 162 1398 1298 639 338 659 266 200 204 149
internal_count=2989 679 405 2310 274 2197 213 1584 613 113 181 1513 224 115 114 155 542 162 1398 1298 639 338 659 266 200 204 149
is_linear=0
shrinkage=0.0032998


Tree=5396
num_leaves=26
num_cat=0
split_feature=1 1 12 10 14 16 12 12 52 457 159 12 43 52 52 12 12 403 43 12 51 52 52 124 43
split_gain=24.114 6.26492 3.22991 1.64468 1.44094 1.11304 1.08296 0.720844 0.682885 0.537373 0.713755 0.438824 0.70861 0.431162 0.401075 0.380802 0.244417 0.242047 0.452249 0.23518 0.208501 0.202715 0.211991 0.161426 0.14805
threshold=0.10075500000000003 0.12448500000000001 0.085845000000000019 -0.063134999999999983 0.064610000000000015 -0.26194999999999996 -1.0000000180025095e-35 0.11755500000000001 0.042815000000000006 0.041935000000000007 0.081975000000000006 0.056995000000000011 -0.077134999999999995 -0.0019149999999999998 -0.088174999999999989 0.090455000000000021 0.099980000000000013 -0.23730999999999999 -0.11158 -1.0000000180025095e-35 -0.093449999999999991 0.10400000000000002 0.029970000000000007 -1.0000000180025095e-35 0.049545000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 9 -3 5 8 23 11 -1 10 19 12 -7 20 -4 17 -16 -13 -19 -2 -14 22 -17 -5 -23
right_child=1 3 14 6 -6 7 -8 -9 -10 -11 -12 15 13 -15 16 21 -18 18 -20 -21 -22 24 -24 -25 -26
leaf_value=0.00097633004781011272 0.00092489429340952617 -3.1573848761908003e-05 0.0015787736546098937 0.00051524308471123941 0.0019576628800083633 0.0011275096309185102 0.00087759071102878916 0.0011728955409442373 0.0014528247385274661 0.00060233718672675427 0.00063187813242531832 0.0014246117211518907 0.0015612595130064949 0.0017290140988064492 0.0014299032116432697 0.0015176042075814859 0.0011331590187510453 0.0019296388694679029 0.0016199174318053361 0.0012102643641806164 0.001280218625364286 0.001487690303292321 0.0016686987081925206 0.00027873104505548414 0.001278178213240807
leaf_weight=60 61 57 84 67 91 63 89 54 74 71 57 64 55 76 62 393 63 56 850 69 66 148 145 61 53
leaf_count=60 61 57 84 67 91 63 89 54 74 71 57 64 55 76 62 393 63 56 850 69 66 148 145 61 53
internal_value=0 0.000862998 0.00109546 0.000466661 0.00154953 0.00153229 0.000597695 0.00155165 0.00123973 0.000848122 0.000941253 0.00156202 0.00143426 0.00153218 0.00140062 0.00158144 0.00128063 0.00162498 0.0016391 0.00107663 0.00140826 0.00152423 0.00155839 0.000402806 0.00143262
internal_weight=0 741 467 274 2248 2157 217 2023 134 258 187 1969 260 197 209 1709 125 970 906 130 121 739 538 128 201
internal_count=2989 741 467 274 2248 2157 217 2023 134 258 187 1969 260 197 209 1709 125 970 906 130 121 739 538 128 201
is_linear=0
shrinkage=0.0032998


Tree=5397
num_leaves=20
num_cat=0
split_feature=15 2 484 49 43 1452 49 2 43 484 403 51 2 51 2 1212 159 159 2
split_gain=1.04326 0.459309 0.390759 0.399962 0.371605 0.27173 0.311908 0.226369 0.23705 0.199449 0.199255 0.190278 0.183399 0.150529 0.218715 0.147522 0.157058 0.105489 0.116137
threshold=-0.2987999999999999 0.097180000000000016 0.067220000000000016 -0.032624999999999994 -0.50360999999999989 0.08790000000000002 -0.14644499999999996 0.10155500000000002 -0.095964999999999981 0.11512500000000002 -1.0000000180025095e-35 -0.067854999999999985 0.13084500000000002 0.090380000000000016 0.11218000000000002 0.11367500000000001 0.088800000000000004 0.10442000000000001 0.11426500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 4 3 13 -2 6 -6 -5 -9 15 -10 -1 -12 14 -3 16 -8 18 -13
right_child=1 2 -4 7 5 -7 9 8 10 -11 12 17 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0081590756527918605 0.026947514713729869 0.010110530671079211 0.019468998057898698 0.0015196534130643073 -0.00020774978105947796 0.02340063895456538 0.013751938551998463 0.020789905734531107 0.018556498835114319 0.0040974340072099319 0.00964646966699724 -0.0058502200780642883 4.3182302545082975e-05 -0.0077641526542957182 -0.004568609370800455 0.0053300000752933832 0.0082673466811910411 -0.0097035214989542682 0.0049868131685328193
leaf_weight=53 52 60 77 94 56 63 1499 57 55 77 265 57 72 53 55 71 166 52 55
leaf_count=53 52 60 77 94 56 63 1499 57 55 77 265 57 72 53 55 71 166 52 55
internal_value=0 0.011512 0.00806861 0.00683144 0.0128788 0.0124992 0.0121308 0.00905173 0.0106246 0.0125129 0.0091419 -0.000596974 0.00760006 -0.000334177 0.00307445 0.0128851 0.0132062 -0.00343763 -0.000512422
internal_weight=0 2772 788 711 1984 1932 1869 543 449 1813 392 217 337 168 115 1736 1665 164 112
internal_count=2989 2772 788 711 1984 1932 1869 543 449 1813 392 217 337 168 115 1736 1665 164 112
is_linear=0
shrinkage=0.16829


Tree=5398
num_leaves=24
num_cat=0
split_feature=2 12 2 2 12 2 2 2 0 14 49 9 52 0 12 2 0 2 159 43 52 13 49
split_gain=21.0226 13.0844 3.70551 3.30048 3.15406 2.52126 2.11186 1.70075 1.23002 1.14368 0.803419 0.745837 0.60262 0.541186 0.464869 0.602964 0.590254 0.41882 0.331789 0.260565 0.402326 0.19013 0.0978571
threshold=0.13554000000000002 -0.012249999999999999 0.10052500000000002 -0.10238999999999998 0.086085000000000009 -1.0000000180025095e-35 0.10019000000000002 0.25063000000000007 -0.074679999999999983 0.073890000000000011 -0.034759999999999992 -0.079919999999999977 -0.53385999999999989 -0.14606999999999998 0.090335000000000013 0.096540000000000015 -0.108275 0.092645000000000019 0.08894500000000001 -0.077449999999999977 0.076585000000000014 -0.023024999999999997 -0.006494999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 10 11 -7 8 -2 14 -4 -1 -6 -8 16 18 22 -18 -16 -14 -21 -10 -5
right_child=7 2 4 9 12 6 13 -9 21 -11 -12 -13 19 -15 15 -17 17 -19 -20 20 -22 -23 -24
leaf_value=0.00089290062700688735 0.00032612095750604695 0.00098721128744121145 0.00081862154957592693 0.001488126987229089 0.0019276311733390829 0.0016524843770211685 0.00070471902283394104 5.8898019411520132e-05 0.0008020699805608391 0.0021966728909536188 0.0012865220933198456 0.00036613362615806955 0.0017234220192862081 0.0011768713507714855 0.0017859991916668481 0.0014617889154178827 0.0018417581799197484 0.0021346360445586732 0.0015293477829437451 0.001348368038202877 0.0016760416366691877 0.0010808423026403935 0.0017009743856234059
leaf_weight=56 53 55 68 52 70 77 55 53 56 80 99 62 92 52 570 85 959 58 63 90 78 54 52
leaf_count=56 53 55 68 52 70 77 55 53 56 80 99 62 92 52 570 85 959 58 63 90 78 54 52
internal_value=0 0.00164216 0.00172142 0.00178562 0.00146636 0.000993516 0.00123516 0.000573116 0.0007401 0.00180849 0.00109621 0.000616423 0.00165357 0.000934506 0.00179158 0.0017252 0.00183407 0.0018585 0.00176051 0.00157965 0.00150071 0.000939242 0.00159489
internal_weight=0 2773 2471 1974 497 302 184 216 163 1919 167 118 330 107 1839 718 1121 1017 633 260 168 110 104
internal_count=2989 2773 2471 1974 497 302 184 216 163 1919 167 118 330 107 1839 718 1121 1017 633 260 168 110 104
is_linear=0
shrinkage=0.0032998


Tree=5399
num_leaves=17
num_cat=0
split_feature=1 4 12 47 14 1 1 1 4 4 4 4 3 16 4 39
split_gain=26.8035 6.55787 2.7163 2.70259 1.73716 1.70978 1.60277 0.653421 0.647025 0.493038 1.31304 1.33426 0.521491 0.466082 0.353643 0.315609
threshold=0.11669000000000002 0.31392000000000003 -0.073629999999999987 0.085585000000000008 0.073890000000000011 0.13074500000000003 0.094165000000000013 0.15028500000000003 0.082475000000000007 -0.5055599999999999 -0.10701499999999999 -0.40515499999999993 0.094635000000000011 -0.38959499999999997 0.41823000000000005 0.08955500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 8 -2 -1 15 9 -4 11 -11 -12 -10 -3 -7
right_child=3 14 4 -5 -6 7 -8 -9 13 10 12 -13 -14 -15 -16 -17
leaf_value=0.0018667890190912286 0.0011066170562447906 0.00084431842502333612 0.0021696640739591534 0.0013639219633496858 0.0023506553754806545 0.00083876860018572592 0.0011813066717729893 0.00025501734790912812 0.0018268684754342963 0.0018733308419389214 0.0019257624007479142 0.0012405859735052491 0.0016068073634647262 0.0014548042398817643 0.0012274766563802851 0.00051234009474495626
leaf_weight=62 91 52 74 102 92 68 94 56 95 82 1816 66 59 62 55 63
leaf_count=62 91 52 74 102 92 68 94 56 95 82 1816 66 59 62 55 63
internal_value=0 0.00184233 0.00187656 0.000904099 0.00190464 0.000735261 0.00145397 0.000554359 0.00188642 0.00190185 0.00189203 0.0015914 0.00191574 0.00168016 0.0010416 0.000682053
internal_weight=0 2609 2502 380 2346 278 156 187 2254 2097 2023 148 1875 157 107 131
internal_count=2989 2609 2502 380 2346 278 156 187 2254 2097 2023 148 1875 157 107 131
is_linear=0
shrinkage=0.0032998


Tree=5400
num_leaves=33
num_cat=0
split_feature=4 12 12 457 2 43 43 3 48 3 1446 2 43 4 16 2 4 3 3 2 12 4 12 16 4 43 155 16 43 12 2 3
split_gain=14.4992 3.28968 0.969944 0.940102 1.12242 1.18236 1.63618 0.705848 0.514505 0.504038 0.477864 0.492986 0.764145 0.432085 0.950226 0.747912 0.316056 0.313143 0.24577 0.216205 0.195426 0.189401 0.182067 0.278178 0.16765 0.138645 0.121295 0.256177 0.134341 0.0848078 0.062759 0.00669193
threshold=0.31392000000000003 0.056995000000000011 0.093125000000000013 0.093880000000000019 0.13447000000000003 -0.065749999999999989 -0.095049999999999982 -0.082634999999999986 0.092105000000000006 0.076825000000000018 0.083705000000000016 0.08895500000000002 -0.0011349999999999999 -0.0023699999999999997 0.15737500000000001 0.092250000000000013 0.020110000000000006 -0.09738999999999999 0.31395500000000004 0.097695000000000018 -0.082654999999999992 -0.083389999999999978 0.091680000000000011 -0.088719999999999979 -0.010424999999999999 -0.079244999999999982 0.083290000000000017 -1.0000000180025095e-35 -0.066289999999999988 0.096990000000000007 0.11203000000000002 -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 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 5 6 -1 -2 16 20 11 17 19 14 -7 -15 26 -3 -11 24 -9 -12 23 -19 -13 -23 27 29 -29 -4 31 -18
right_child=7 2 8 -5 -6 13 -8 9 -10 18 21 12 -14 15 -16 -17 30 22 -20 -21 -22 25 -24 -25 -26 -27 -28 28 -30 -31 -32 -33
leaf_value=0.0012932114334954347 0.0006871550514306313 0.001507114627346567 0.0013157592222826371 0.00053575476276755403 0.00058316194367414567 0.00080121912466159457 0.00056658392148704808 0.00031386457659249208 0.00089278167465185981 0.00064808704265499997 0.001631219715365641 0.0011042211395090532 0.00086666721027240106 0.0015379011285933113 0.0013266521472094775 0.0010350203162609987 0.00096007854430241277 0.0013891967763354949 0.00034847701377490036 0.0014244958873136804 3.5554846448239705e-05 0.0014991005459014481 0.0014806208244470907 0.0012373903608545024 0.0013104564127923411 0.001259165229796196 0.0013367817395986744 0.0011617659304979462 0.00093665052466988124 0.001199668429586086 0.0011434044453642192 0.0010339291295683535
leaf_weight=52 92 86 124 53 62 76 97 59 78 58 53 104 74 76 75 57 52 186 63 61 52 59 55 497 79 53 83 71 53 190 54 53
leaf_count=52 92 86 124 53 62 76 97 59 78 58 53 104 74 76 75 57 52 186 63 61 52 59 55 497 79 53 83 71 53 190 54 53
internal_value=0 0.00118243 0.00124281 0.000954875 0.000999679 0.00105924 0.000820409 0.000442189 0.00114849 0.000344895 0.00129748 0.00127326 0.00116194 0.00118442 0.00106243 0.00132265 0.00117777 0.00131617 0.000492383 0.00125135 0.000183803 0.0014649 0.00129387 0.00127878 0.00119344 0.00138587 0.00121749 0.00119481 0.00106583 0.00124563 0.0010474 0.000997691
internal_weight=0 2613 2065 548 495 433 149 324 758 232 1307 1142 318 284 151 133 680 824 121 244 111 165 738 683 183 112 521 438 124 314 159 105
internal_count=2937 2613 2065 548 495 433 149 324 758 232 1307 1142 318 284 151 133 680 824 121 244 111 165 738 683 183 112 521 438 124 314 159 105
is_linear=0
shrinkage=0.0032998


Tree=5401
num_leaves=22
num_cat=0
split_feature=15 2 31 13 457 2 2 14 0 0 0 0 0 0 0 157 13 13 16 15 2
split_gain=41.0437 22.7892 10.4931 5.91201 4.41026 2.98702 2.15989 1.95575 1.67004 1.88037 1.65717 1.63802 1.50094 1.09068 0.976145 0.908665 0.817494 0.624996 0.515234 0.413866 0.276407
threshold=-0.26361999999999991 0.11366500000000002 -1.0000000180025095e-35 -0.15029999999999996 0.062030000000000009 0.14132000000000003 0.091525000000000009 -0.45687499999999998 -0.12851999999999997 -0.082284999999999983 -0.074309999999999973 -0.06612999999999998 -0.10185499999999999 -0.15445999999999996 -0.14680499999999999 -0.031119999999999998 -0.00099499999999999979 -0.09194999999999999 -0.43708999999999992 -1.0000000180025095e-35 0.12068000000000001
decision_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 6 10 11 -1 -6 -10 -5 13 -9 -4 -8 -16 -15 -17 -14 -13 -12
right_child=1 3 4 5 8 -7 14 12 9 -11 20 19 18 16 15 17 -18 -19 -20 -21 -22
leaf_value=0.00089892475755709578 0.00050740611874065897 0.00031459006117540487 0.0025485915590815465 0.0010914342397354828 0.001142607574732343 0.00071158790165889107 0.0014847501547124659 0.00069754172411564416 0.0021179480267295835 0.0012965017953171982 0.0019242915756834326 0.001555301939806083 0.00025440629347448944 0.0021687050997861268 0.0022209122518909454 0.0015452297191309689 0.0019434998530208521 0.0019150040016628013 -0.00018595644475955165 0.0019326939899820517 0.0016021676724186015
leaf_weight=67 52 87 73 62 74 66 60 52 72 53 58 58 55 1075 98 58 214 405 61 74 63
leaf_count=67 52 87 73 62 74 66 60 52 72 53 58 58 55 1075 98 58 214 405 61 74 63
internal_value=0 0.00186002 0.00197424 0.00105562 0.00200718 0.0013144 0.00205142 0.000422061 0.00153684 0.00176994 0.00153161 0.0021196 0.000231674 0.00215373 0.00188734 0.00193034 0.00213134 0.00186876 2.25326e-05 0.00176714 0.00175687
internal_weight=0 2702 2366 336 2314 249 2115 235 199 125 183 1494 168 1362 621 561 1289 463 116 132 121
internal_count=2937 2702 2366 336 2314 249 2115 235 199 125 183 1494 168 1362 621 561 1289 463 116 132 121
is_linear=0
shrinkage=0.0032998


Tree=5402
num_leaves=29
num_cat=0
split_feature=1 1 155 3 3 1 49 3 48 1 1 130 1 3 15 48 15 43 131 3 3 3 49 3 3 3 403 50
split_gain=38.6889 6.92884 4.89402 2.58815 1.99376 1.22175 1.50609 1.16537 0.91892 0.748162 1.3783 0.643784 0.581328 0.830003 0.530036 0.475392 0.423515 0.382334 0.646253 0.350357 0.33106 0.325198 0.362363 0.227905 0.17592 0.174542 0.0747221 0.0342687
threshold=0.10404000000000001 0.13662500000000002 0.09198000000000002 -0.049204999999999992 0.085880000000000012 0.091280000000000014 -0.021474999999999998 -0.082974999999999979 0.093225000000000016 0.076160000000000019 0.085880000000000026 -0.004729999999999999 0.15523500000000004 0.076825000000000018 -0.24511999999999998 0.10848000000000001 -0.08237499999999999 -0.036849999999999994 0.090280000000000013 -0.087454999999999991 0.10402500000000002 -0.11017499999999998 0.091160000000000005 -0.14539499999999997 -0.077314999999999981 0.110335 -0.036029999999999993 0.08956500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 5 8 -7 -2 9 11 23 26 13 -3 -5 25 -10 18 -8 -12 -6 -13 -23 -11 -19 -16 -1 -21
right_child=1 12 -4 14 20 6 17 -9 16 10 19 21 -14 -15 15 -17 -18 24 -20 27 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=0.002393457012573973 0.0014940078935248178 0.0005982532197710658 0.0024709612258614977 0.00099452066302183778 0.0019922540938121899 0.0015556785112587686 0.001812182214842425 0.0020532907989767005 0.0021722961524292378 0.002896566083901749 0.002071419604237157 0.0020190116414494619 0.00046492066185837812 0.0011514887867333141 0.0013084673231954955 0.0015827980117677836 0.0017898060747361911 0.0021789863386814197 0.0022901708736380363 0.0023195612364570401 0.0016797831158690899 0.0022921195696165631 0.0021462594109718631 0.0025887305067272123 0.0024480976785810058 0.0010702416220644626 0.0025496673875710085 0.002434758804624538
leaf_weight=83 95 58 53 84 100 54 66 72 84 58 58 68 53 61 86 52 53 60 60 83 62 857 249 55 55 59 79 80
leaf_count=83 95 58 53 84 100 54 66 72 84 58 58 68 53 61 86 52 53 60 60 83 62 857 249 55 55 59 79 80
internal_value=0 0.00132562 0.00152187 0.00140951 0.0022269 0.00225417 0.00205609 0.00173535 0.00228649 0.00230795 0.00244901 0.00227266 0.000753783 0.000882141 0.00121574 0.00130989 0.00202458 0.00216807 0.00204008 0.00229646 0.00187288 0.00224542 0.00225931 0.00274705 0.002308 0.00121178 0.00246985 0.00237632
internal_weight=0 673 501 448 2264 2102 295 167 1807 1670 334 1336 172 119 281 197 137 241 126 221 162 1174 1106 113 115 145 162 163
internal_count=2937 673 501 448 2264 2102 295 167 1807 1670 334 1336 172 119 281 197 137 241 126 221 162 1174 1106 113 115 145 162 163
is_linear=0
shrinkage=0.0032998


Tree=5403
num_leaves=18
num_cat=0
split_feature=4 1375 149 0 0 4 15 16 14 13 13 1446 0 15 130 43 52
split_gain=1.15825 0.292776 0.27968 0.402759 0.359727 0.50129 0.248153 0.422191 0.628509 0.210645 0.4364 0.270038 0.272892 0.207791 0.174419 0.165144 0.128823
threshold=0.31392000000000003 -0.14057999999999995 1.0000000180025095e-35 -0.15530999999999998 -0.12851999999999997 0.024470000000000002 -0.46772999999999992 -0.5152199999999999 -0.40567999999999999 0.032645000000000007 0.065520000000000009 0.083705000000000016 -0.085674999999999987 -0.083859999999999976 -0.016449999999999996 -0.049999999999999996 -0.23682999999999996
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 5 -5 15 -8 -9 11 -11 14 -13 -3 -6 -2 -12
right_child=6 2 -4 4 9 -7 7 8 -10 10 16 12 -14 -15 -16 -17 -18
leaf_value=0.0042670431044104038 0.0052602680106711187 0.018811290759647367 0.0046153926406356672 0.00017152847568806693 0.023234494955903864 0.020345252404669105 0.0096258978772846126 0.0061482544385917407 -0.018926513003650055 0.00027605577754160634 0.021485264844108926 0.030483065818340521 0.017685731968768353 0.032698708390091799 0.015908945876970084 0.018489609598405909 0.01323711209846311
leaf_weight=62 56 63 60 93 99 56 102 62 52 67 74 81 116 61 1575 52 206
leaf_count=62 56 63 60 93 99 56 102 62 52 67 74 81 116 61 1575 52 206
internal_value=0 0.0157332 0.0160111 0.0162849 0.0157932 0.00776566 0.00505705 0.00175396 -0.0052736 0.0163316 0.0125039 0.0170405 0.0229567 0.0256575 0.0163433 0.0116466 0.0154234
internal_weight=0 2613 2551 2491 2367 149 324 216 114 2218 347 1871 197 124 1674 108 280
internal_count=2937 2613 2551 2491 2367 149 324 216 114 2218 347 1871 197 124 1674 108 280
is_linear=0
shrinkage=0.16829


Tree=5404
num_leaves=16
num_cat=0
split_feature=4 376 9 1 42 2 1 457 1212 42 2 47 4 4 13
split_gain=0.800862 0.262593 0.473195 0.308195 0.177936 0.252118 0.28255 0.234773 0.175336 0.171266 0.346635 0.130576 0.128544 0.0895138 0.0749954
threshold=0.31392000000000003 0.076485000000000011 0.037245000000000007 0.10557500000000002 -0.11272999999999998 0.13554000000000002 0.11477000000000001 0.10081000000000002 0.086260000000000017 0.088025000000000006 0.11504500000000002 0.090515000000000026 0.50779500000000011 0.51074000000000008 0.001665
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 14 6 7 8 -6 10 -2 -8 -11 -12 -1
right_child=9 3 -4 -5 5 -7 11 -9 -10 12 13 -13 -14 -15 -16
leaf_value=0.014661469732637373 0.014762283817234538 0.013463111938228606 0.028908542036806078 -0.0041996764654068887 0.012342234146948823 0.0041619155163214062 0.027111790741693474 0.0014373127967286666 0.017139677185019696 -0.0073117846293650418 0.0052453062525019845 0.015601822256695395 0.0044034625495934059 -0.0037593516276576752 0.022293787691079783
leaf_weight=71 92 59 55 53 1787 94 56 52 248 52 69 58 54 57 80
leaf_count=71 92 59 55 53 1787 94 56 52 248 52 69 58 54 57 80
internal_value=0 0.0130868 0.0134443 0.00508879 0.0130958 0.0127252 0.0130901 0.0126423 0.0129278 0.00420786 0.00690722 0.0212716 -0.00132669 0.00115751 0.018717
internal_weight=0 2613 2501 112 2446 2295 2201 2087 2035 324 218 114 106 126 151
internal_count=2937 2613 2501 112 2446 2295 2201 2087 2035 324 218 114 106 126 151
is_linear=0
shrinkage=0.16829


Tree=5405
num_leaves=34
num_cat=0
split_feature=12 15 12 16 14 147 48 43 14 157 15 12 15 15 16 0 1447 0 0 0 0 159 52 12 16 52 402 16 402 51 16 52 49
split_gain=18.8333 3.97064 3.84813 2.56775 2.49684 1.98092 1.80745 1.70169 0.942356 0.923178 0.914414 0.659566 0.632692 0.651183 0.588109 0.55306 0.547347 0.475056 0.461279 0.630279 0.4839 0.414699 0.411887 0.398734 0.382095 0.452437 0.371413 0.364036 0.2957 0.285527 0.25206 0.242564 0.0864389
threshold=0.056995000000000011 -0.2987999999999999 0.10312 -0.27157999999999993 -1.0000000180025095e-35 0.088035000000000016 0.091125000000000025 -0.077614999999999976 -0.42227999999999993 -0.00172 -0.031624999999999993 0.093125000000000013 -0.035654999999999992 -0.069034999999999985 0.15273500000000004 -0.14606999999999998 -0.085709999999999995 -0.077574999999999991 -0.10934999999999999 -0.14259999999999998 -0.085424999999999987 -0.084934999999999997 -0.097599999999999978 -0.083979999999999985 -0.041434999999999993 -0.075329999999999994 0.09253500000000002 -0.0048749999999999991 -0.087879999999999986 0.093530000000000016 -0.04040499999999999 -0.52575499999999986 0.036605000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 -4 -3 6 7 10 -1 -5 -6 16 13 30 15 -9 -2 -11 19 -18 21 -20 -23 -10 28 -26 31 -19 -14 32 -13 -22 -8
right_child=2 4 3 9 5 -7 29 14 23 17 -12 12 24 -15 -16 -17 18 27 20 -21 26 22 -24 -25 25 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.001152074205825601 0.0021937677940273592 0.0020699495265366851 0.00087446867910817268 0.0012608421022910715 0.0014774411859779677 0.00077447026329061162 0.0012867386339532067 0.0018277068088010336 0.00043337582978549753 0.0019154282228205737 0.00090112479817051623 0.0016105443913355796 0.0018442690998901436 0.0013414544879834399 0.0019679135353599612 0.0014370277720590337 0.0019504710724895108 0.0017733962019589153 0.0017538896694746814 0.0014645443645240491 0.0020591153102532929 0.00181138087756676 0.0021076282578907225 0.00082435720346168691 0.0019894791358053172 0.0015850937959122175 0.002126186059041709 0.0014453548720050808 0.0021264225594311036 0.00088466968950198126 0.0019123154593317076 0.0018410498968691941 0.0010881970514565397
leaf_weight=59 90 52 55 55 62 66 52 64 55 99 59 58 78 55 59 108 64 80 55 55 65 62 354 60 53 74 67 72 92 52 69 566 52
leaf_count=59 90 52 55 55 62 66 52 64 55 99 59 58 78 55 59 108 64 80 55 55 65 62 354 60 53 74 67 72 92 52 69 566 52
internal_value=0 0.00125374 0.0018445 0.00153227 0.00137638 0.00131349 0.00138345 0.00151474 0.000812299 0.00165038 0.00119672 0.00190518 0.0017987 0.00164402 0.00168117 0.0015826 0.00194216 0.0017356 0.00192456 0.00172618 0.00194472 0.00202747 0.00206356 0.000637672 0.00189336 0.00175413 0.00188883 0.00161824 0.00199717 0.00108699 0.00177478 0.00186357 0.00118781
internal_weight=0 800 2218 361 626 574 508 352 174 306 121 1857 479 182 231 172 1378 251 1288 119 1169 471 416 115 297 127 698 152 170 156 127 631 104
internal_count=3018 800 2218 361 626 574 508 352 174 306 121 1857 479 182 231 172 1378 251 1288 119 1169 471 416 115 297 127 698 152 170 156 127 631 104
is_linear=0
shrinkage=0.0032998


Tree=5406
num_leaves=26
num_cat=0
split_feature=4 12 4 4 0 0 2 2 0 16 43 16 48 4 4 484 4 12 12 12 151 2 0 12 0
split_gain=0.899684 0.513589 0.376941 0.444866 0.417065 0.293106 0.613867 0.457411 0.394902 0.282042 0.473677 0.278565 0.320665 0.268105 0.357372 0.251053 0.196466 0.352118 0.177534 0.148668 0.139063 0.170059 0.0701415 0.0655773 0.0538129
threshold=0.27258000000000004 0.099170000000000022 0.40996000000000005 0.51326500000000019 -0.15530999999999998 -0.071299999999999988 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.073374999999999982 -0.010034999999999999 -0.0019849999999999994 0.31625000000000009 0.092335000000000014 -0.025079999999999995 -0.054114999999999989 0.073590000000000003 -0.16523499999999997 0.097610000000000016 0.085760000000000017 0.10011000000000002 -0.092609999999999984 0.089795000000000014 0.056895000000000008 0.084645000000000012 -0.062109999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 7 -7 -1 9 15 13 12 16 14 -11 20 -8 -18 -15 22 -9 -22 -13 -17 -19
right_child=1 -3 3 -5 -6 6 11 8 -10 10 -12 19 -14 18 -16 23 17 24 -20 -21 21 -23 -24 -25 -26
leaf_value=0.028199215184758007 -0.0070609989433492856 -0.012072238587173972 0.0032595425666367681 -0.00017690578430200996 0.022504346728211711 -0.0067100856070975191 0.016616110539260074 0.021162056074253276 0.025434449593793831 0.011129280192070724 -0.0019064978627330398 0.015533263105250964 -0.0017860003395306298 0.01019575135737555 -0.0053629271345717522 0.025191983881579744 -2.0522717646495714e-05 0.010086654707168958 0.019194863934791025 0.023291609552548245 0.013687004501164552 0.0093278169958871376 0.0080033600440813941 0.016801884827046105 0.017687345419410559
leaf_weight=55 53 55 53 94 81 64 97 54 66 124 95 103 77 124 53 57 96 54 127 53 855 365 55 53 55
leaf_count=55 53 55 53 94 81 64 97 54 66 124 95 103 77 124 53 57 96 54 127 53 855 365 55 53 55
internal_value=0 0.00278922 0.00570445 0.00867973 0.014906 0.0120341 0.00892732 0.0130351 0.0126114 0.0121667 0.00882734 0.0106266 0.00788853 0.011214 0.00618079 0.0134273 0.0103612 0.00739275 0.0147562 0.0155363 0.0127578 0.0123843 0.0129235 0.0211658 0.0139383
internal_weight=0 336 281 228 134 2682 654 2028 1973 1907 523 590 379 428 177 1384 302 205 251 211 1274 1220 158 110 109
internal_count=3018 336 281 228 134 2682 654 2028 1973 1907 523 590 379 428 177 1384 302 205 251 211 1274 1220 158 110 109
is_linear=0
shrinkage=0.16829


Tree=5407
num_leaves=33
num_cat=0
split_feature=1 3 1 3 4 11 0 16 4 133 1 40 1 1 1 150 0 0 40 13 130 16 16 13 131 1 1211 52 52 3 0 4
split_gain=26.1839 5.8321 2.12188 1.41099 1.34928 0.772481 0.718655 0.788111 0.996324 0.909667 0.650423 1.1616 0.520224 0.855747 0.497632 0.584141 0.447267 0.50954 0.427548 0.540024 0.535833 0.404099 0.379459 0.360537 0.329505 0.270963 0.259261 0.207743 0.337531 0.183964 0.0838167 0.0562698
threshold=0.10398500000000001 -0.063264999999999988 0.14684500000000003 -0.073614999999999986 0.41377500000000006 0.080320000000000016 -0.071299999999999988 0.066010000000000013 -0.42305999999999994 0.085785000000000014 0.092395000000000019 -0.011859999999999997 0.079225000000000004 0.085780000000000009 0.12000500000000001 0.086025000000000018 -0.14259999999999998 -0.10726999999999999 -0.027374999999999997 -0.060719999999999989 0.015470000000000001 0.0054050000000000009 -0.044939999999999987 0.0040450000000000009 0.089305000000000009 0.11179000000000001 0.10971000000000002 -0.52575499999999986 -0.097599999999999978 0.12955000000000003 -0.080584999999999976 -0.082099999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 6 5 24 16 9 -9 -8 12 -12 18 -14 15 25 -1 -18 -5 30 -21 23 -13 26 -2 -3 -19 -23 -29 -16 -20 -25
right_child=1 2 -4 10 -6 -7 7 8 -10 -11 11 22 13 -15 29 -17 17 21 19 20 -22 27 -24 31 -26 -27 -28 28 -30 -31 -32 -33
leaf_value=0.0017308626471457258 0.00089634718607352044 0.00065944126132580884 -3.7190069207911999e-05 0.0015366449410418339 0.0006386304340478652 0.0015708116301230591 0.00076233257665959714 0.0017862921037578396 0.0012155869558383462 0.0013761477330386457 0.00069018614007767241 0.0014895437667621304 0.0018442199578497362 0.0012986996324442102 0.0003388151449177253 0.00040431944248043087 0.0011879414934737077 0.0015442404482570353 0.0014805626047820575 0.00090803305793798192 0.0013201386471505033 0.001509259371751013 0.0010957514811781456 0.0014241214018115152 0.0012494419845855158 0.0009750255028581538 0.0013181731915171346 0.0010545956973459225 0.0014108708132644738 0.00054988343074151844 0.0012929627498386392 0.0012901543836002917
leaf_weight=78 53 63 80 53 53 54 52 58 80 54 53 53 52 81 100 57 67 958 52 87 58 54 56 81 66 58 61 52 69 84 64 77
leaf_count=78 53 63 80 53 53 54 52 58 80 54 53 53 52 81 100 57 67 958 52 87 58 54 56 81 66 58 61 52 69 84 64 77
internal_value=0 0.000669351 0.000448744 0.00140982 0.00110065 0.00124199 0.00145778 0.00129062 0.0014557 0.00107536 0.00127266 0.00109233 0.00133793 0.00151225 0.00055623 0.000680972 0.00148501 0.00147147 0.00126398 0.00120847 0.00107312 0.00148549 0.00128755 0.00150773 0.00109248 0.000811004 0.00153074 0.00133577 0.00125805 0.000435364 0.00137736 0.00135906
internal_weight=0 668 442 2350 226 173 1741 244 138 106 609 162 447 133 362 178 1497 1419 314 261 145 1352 109 1177 119 121 1019 175 121 184 116 158
internal_count=3018 668 442 2350 226 173 1741 244 138 106 609 162 447 133 362 178 1497 1419 314 261 145 1352 109 1177 119 121 1019 175 121 184 116 158
is_linear=0
shrinkage=0.0032998


Tree=5408
num_leaves=12
num_cat=0
split_feature=1 147 4 3 15 2 3 3 456 160 43
split_gain=0.751494 0.329314 0.54195 0.338585 0.297339 0.371416 0.241485 0.285436 0.264199 0.248027 0.18326
threshold=0.14860500000000001 1.0000000180025095e-35 -0.0040999999999999986 0.30863500000000005 -0.41956999999999994 0.12173500000000002 0.12745000000000004 0.10265000000000001 0.03981500000000001 -0.54913999999999985 -0.083669999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 8 9 -6 -10
right_child=-2 2 -4 -5 6 -7 -8 -9 10 -11 -12
leaf_value=-0.0053449200784640291 -0.0072073597949723076 0.012427385594613857 -0.0061970173470961478 -0.00057727748169316296 0.021395568850454776 0.013499502137200768 0.022939056549163232 -0.00098945312559399392 0.022816615312617354 0.010820978710297051 0.011086163959699741
leaf_weight=67 70 91 86 71 65 53 52 52 97 2251 63
leaf_count=67 70 91 86 71 65 53 52 52 97 2251 63
internal_value=0 0.0104205 0.00336809 0.0108703 0.011172 0.00296306 0.0115532 0.0113182 0.0115774 0.0111185 0.018209
internal_weight=0 2948 177 2771 2700 120 2580 2528 2476 2316 160
internal_count=3018 2948 177 2771 2700 120 2580 2528 2476 2316 160
is_linear=0
shrinkage=0.16829


Tree=5409
num_leaves=27
num_cat=0
split_feature=4 12 151 0 12 4 14 157 4 151 0 0 4 42 402 43 1447 15 12 151 43 0 52 12 43 15
split_gain=11.6622 3.92449 1.95926 1.5533 1.3942 1.22527 0.850906 0.825768 0.759751 0.783303 0.57651 0.428877 0.422433 0.416241 0.897432 0.518064 0.46762 0.388043 0.372167 0.299781 0.272539 0.201331 0.173787 0.199798 0.130565 0.0889087
threshold=0.31392000000000003 0.056995000000000011 0.015440000000000001 -0.068669999999999995 0.096425000000000025 -0.17568999999999999 -0.45687499999999998 -0.060134999999999994 -0.0060699999999999999 -0.0017399999999999998 -0.105195 -0.14720499999999997 0.053330000000000009 0.10192000000000002 -1.0000000180025095e-35 -0.15802999999999998 -0.085709999999999995 0.11357500000000002 -0.010419999999999997 -1.0000000180025095e-35 -0.083349999999999994 -0.037444999999999992 -0.11183499999999999 0.11697000000000002 -0.037954999999999996 -0.065419999999999992
decision_type=2 2 2 2 2 2 2 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 13 -5 -2 -6 11 -10 19 -1 22 15 -15 -3 -17 20 -11 -8 -18 -12 -9 24 -24 -14
right_child=6 4 -4 5 7 -7 10 12 9 18 21 -13 25 14 -16 16 17 -19 -20 -21 -22 -23 23 -25 -26 -27
leaf_value=0.0011188294355376951 0.0008222903266312426 0.0009518362165176125 0.00036026013075285884 0.00099115994977330832 0.00068950881212197581 0.00046343061920549225 0.00036176377751048381 0.0013094743458876524 0.00098502432873580608 0.0012486965797097922 0.00011834370349772918 0.00070539932113293101 0.0010370792036088425 0.0011755213851682273 0.001772657454080019 0.0014892253525033883 0.0013440919652485969 0.00099300779311119582 0.0016278173916689745 0.00069476711175399928 0.0012307263882162095 0.00038725299135983172 0.0012596292038411052 0.00094960673065084525 0.0010989762926751738 0.00085438040455834902
leaf_weight=53 61 62 64 102 56 91 53 80 76 65 74 58 62 58 53 94 317 64 52 68 952 52 110 55 124 62
leaf_count=53 61 62 64 102 56 91 53 80 76 65 74 58 62 58 53 94 317 64 52 68 952 52 110 55 124 62
internal_value=0 0.00115058 0.000904561 0.000974581 0.00121478 0.000742517 0.000472769 0.00107088 0.0011218 0.00124738 0.000386307 0.00090312 0.00111413 0.00126414 0.00146096 0.00124944 0.00126235 0.00124633 0.0014175 0.000549197 0.00125907 0.000229602 0.00117053 0.00113194 0.00117465 0.000946014
internal_weight=0 2710 561 497 2149 193 308 549 304 193 247 111 493 1600 111 1489 1427 1333 117 121 1269 126 369 289 234 124
internal_count=3018 2710 561 497 2149 193 308 549 304 193 247 111 493 1600 111 1489 1427 1333 117 121 1269 126 369 289 234 124
is_linear=0
shrinkage=0.0032998


Tree=5410
num_leaves=24
num_cat=0
split_feature=4 12 12 4 0 51 4 0 12 4 4 4 52 0 12 52 15 124 158 43 12 51 16
split_gain=25.8768 9.64668 3.71046 2.32689 3.57875 3.11052 2.6132 1.67985 1.64501 1.11545 1.04827 0.768633 0.696056 0.660893 0.519419 0.519356 0.496388 0.418475 0.363322 0.352738 0.33138 0.274862 0.140606
threshold=0.31392000000000003 0.056995000000000011 0.11697000000000002 -0.39175499999999991 -0.15445999999999996 0.078960000000000016 -0.0034749999999999994 -0.14680499999999999 -1.0000000180025095e-35 0.064860000000000015 0.032770000000000001 -0.50139499999999992 -0.037619999999999994 -0.062714999999999979 0.091290000000000024 -0.085009999999999988 -0.43587999999999999 -0.059944999999999991 0.078875000000000015 -0.12118 0.096780000000000019 -0.085594999999999991 -0.28430999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 -1 12 6 15 -3 17 -8 11 -9 -5 -4 21 -6 -10 -2 20 -16 22 -13 -12
right_child=8 2 13 4 5 -7 9 10 16 -11 18 14 -14 -15 19 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0019740276977034499 0.00085511888969482203 0.0025728033873417852 0.0016575757954501356 0.0021920571833232987 0.0013380519801533864 0.00073152685175520882 0.0020807184674021839 0.0024510944020479852 0.0013836096029041247 0.0014565029811626344 0.0019624492692655524 0.0022788846373390454 0.0016622945784706654 0.0011566718646451358 0.0017694135751285904 0.00090164566777087415 0.00099561992209048719 0.00050576995174239755 0.0020055007349072517 0.001996446465331341 0.0015143842142704262 0.0020700296679868765 0.0017175981299304441
leaf_weight=99 66 63 66 56 54 93 64 52 57 62 53 78 54 52 91 68 101 88 80 509 54 933 58
leaf_count=99 66 63 66 56 54 93 64 52 57 62 53 78 54 52 91 68 101 88 80 509 54 933 58
internal_value=0 0.0019041 0.00200652 0.00151502 0.00141419 0.00124695 0.00144009 0.00204059 0.000898957 0.00177384 0.002023 0.00205285 0.00193231 0.00143714 0.00203998 0.0010951 0.00113581 0.00065572 0.00182022 0.00196207 0.00173017 0.00208618 0.00183483
internal_weight=0 2639 2089 550 451 341 248 1971 312 126 1908 1663 110 118 1611 122 158 154 245 600 165 1011 111
internal_count=2951 2639 2089 550 451 341 248 1971 312 126 1908 1663 110 118 1611 122 158 154 245 600 165 1011 111
is_linear=0
shrinkage=0.0032998


Tree=5411
num_leaves=14
num_cat=0
split_feature=3 124 0 14 11 11 1 3 51 4 4 3 15
split_gain=0.565173 0.363716 0.321519 0.26398 0.370102 0.322171 0.234729 0.351204 0.245506 0.240014 0.624832 0.422285 0.169417
threshold=0.30863500000000005 0.0049200000000000008 -0.10998999999999999 -0.13131999999999996 0.095210000000000017 1.0000000180025095e-35 0.093800000000000008 -0.11211999999999998 0.12162000000000002 -0.021269999999999997 0.053330000000000009 -0.0075749999999999993 0.039965000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 -5 -9 11 -11 -8 -7
right_child=2 -3 -4 4 -6 12 9 8 -10 10 -12 -13 -14
leaf_value=0.020520704433673324 0.0071864224676231915 -0.0014796352000567749 -0.010689216339788843 0.0019217362111467776 -0.0029040646003827462 0.014698108309771871 0.0081044323067990028 0.012760339038307898 0.001775049731993979 -0.0040605844388404847 0.010402424675569051 0.025062064645510071 0.026408360333776262
leaf_weight=88 63 63 52 96 52 100 164 1728 60 129 245 56 55
leaf_count=88 63 63 52 96 52 100 164 1728 60 129 245 56 55
internal_value=0 0.0111393 -0.000880853 0.0114266 0.0111279 0.0114057 0.0109384 0.0118601 0.0123927 0.00801208 0.00540904 0.0124291 0.018865
internal_weight=0 2836 115 2773 2685 2633 2478 1884 1788 594 374 220 155
internal_count=2951 2836 115 2773 2685 2633 2478 1884 1788 594 374 220 155
is_linear=0
shrinkage=0.16829


Tree=5412
num_leaves=11
num_cat=0
split_feature=3 475 9 3 124 376 11 2 16 148
split_gain=0.395559 0.333641 0.293758 0.238865 0.227504 0.224031 0.320632 0.240683 0.298467 0.285433
threshold=0.28833000000000003 0.027870000000000002 -1.0000000180025095e-35 0.41110500000000005 0.0049200000000000008 0.084985000000000019 0.093525000000000011 0.10384 -0.49353499999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 7 8 -4 -9
right_child=3 -3 4 -5 -6 -7 -8 9 -10 -11
leaf_value=-0.00099549706095684192 -0.0083292695363955602 0.020080960944843195 0.020693027653878218 0.0065798471172215907 -0.00094657190100032058 0.020471754493391722 -0.003402422278653618 -0.0052626126529136692 0.0099835128621587853 0.0076617641159622517
leaf_weight=81 58 79 77 64 60 52 55 54 1917 454
leaf_count=81 58 79 77 64 60 52 55 54 1917 454
internal_value=0 0.00927974 0.0089688 -0.000493368 0.00927187 0.00950756 0.00928388 0.00956347 0.010398 0.00628438
internal_weight=0 2829 2750 122 2669 2609 2557 2502 1994 508
internal_count=2951 2829 2750 122 2669 2609 2557 2502 1994 508
is_linear=0
shrinkage=0.16829


Tree=5413
num_leaves=29
num_cat=0
split_feature=12 13 12 42 15 12 40 12 3 3 51 43 3 12 124 15 15 51 43 13 43 43 480 402 13 12 43 42
split_gain=12.9956 4.50838 3.09139 1.60558 1.39292 1.81963 1.56622 1.2379 1.1635 0.893212 0.846688 0.700038 0.657825 0.651627 0.514459 0.506778 0.408393 0.407768 0.370285 0.719392 0.347571 0.671127 0.34665 0.330563 0.224489 0.190113 0.149414 0.0883663
threshold=0.056995000000000011 -0.00027999999999999998 0.10508500000000001 -0.028919999999999998 -0.26361999999999991 -0.10468499999999999 -0.049004999999999993 0.14523000000000003 0.11878500000000002 -0.15288999999999997 -0.09193999999999998 -0.078734999999999986 -0.012504999999999997 0.09253500000000002 -0.053299999999999993 -0.091664999999999983 -0.0039399999999999991 0.0033150000000000007 0.058975000000000007 -0.078579999999999983 0.092445000000000013 0.05259500000000001 0.086995000000000017 0.10872000000000002 -0.042269999999999995 0.099260000000000015 -0.048179999999999994 0.092175000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 -3 14 -6 11 15 10 17 -5 -7 -12 20 -1 -4 -14 -2 19 -15 21 22 23 -11 -17 27 -26 -21
right_child=2 3 7 8 5 6 -8 -9 -10 13 12 -13 16 18 -16 24 -18 -19 -20 25 -22 -23 -24 -25 26 -27 -28 -29
leaf_value=0.00076599040705990936 0.0016885126664726541 0.00081336284059023987 0.0010637564551835236 0.0018016037630423809 0.0014577044284733141 0.00082940614015070081 0.00043427874754903853 0.00078818640896306043 0.0010327518655233511 0.0016176105041049874 0.0010625257044303185 0.0013166667493519921 0.0013547035157058349 0.001079532226221205 0.00033748247698192922 0.0012694571204086536 0.0017338607503174027 0.0020571209320839178 0.0016857611194766849 0.0015257614811534936 0.0018173522205280266 0.001230975904856022 0.0013995317796186987 0.0018580053359227538 0.0013984982947582928 0.0016314344434880839 0.0016470052838844724 0.0013984470312447682
leaf_weight=53 75 62 58 73 58 86 81 56 76 939 52 52 81 55 73 69 52 61 77 104 89 52 76 69 61 81 52 178
leaf_count=53 75 62 58 73 58 86 81 56 76 939 52 52 81 55 73 69 52 61 77 104 89 52 76 69 61 81 52 178
internal_value=0 0.00105221 0.00154519 0.00130241 0.000806275 0.000937273 0.000799281 0.00123149 0.00139308 0.0015952 0.00149909 0.00101327 0.00137953 0.00157471 0.000518007 0.00133479 0.00150321 0.0018541 0.00147286 0.00143356 0.00161584 0.00160002 0.00161769 0.0016341 0.00142097 0.00148711 0.00151317 0.00144552
internal_weight=0 799 2152 396 403 277 219 296 334 1856 258 138 185 1720 126 240 133 136 495 418 1225 1136 1084 1008 182 363 113 282
internal_count=2951 799 2152 396 403 277 219 296 334 1856 258 138 185 1720 126 240 133 136 495 418 1225 1136 1084 1008 182 363 113 282
is_linear=0
shrinkage=0.0032998


Tree=5414
num_leaves=24
num_cat=0
split_feature=1 3 1 150 47 2 3 2 43 3 1 16 3 15 51 15 48 52 2 15 3 16 52
split_gain=18.2078 4.04165 2.17884 1.95025 1.19234 1.11776 1.05109 0.915094 0.70511 0.694964 0.676431 0.894726 0.661725 0.460425 0.446445 0.390747 0.310818 0.283726 0.248947 0.167846 0.106474 0.103067 0.0901368
threshold=0.10684 -0.049204999999999992 0.092845000000000025 0.082085000000000019 1.0000000180025095e-35 0.10745500000000001 -0.06656999999999999 0.14744000000000002 -0.049364999999999992 -0.14326499999999995 0.11392000000000001 0.058455000000000007 -0.11266 0.043560000000000008 0.11728000000000001 -0.12272499999999999 0.086515000000000022 -0.15824499999999997 0.12336000000000001 -0.075094999999999981 -0.077604999999999993 0.13995000000000002 0.0035300000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 5 6 7 9 17 8 -3 13 -2 -12 -11 -1 15 20 -17 -4 21 -10 -14 -7 -19
right_child=1 4 3 -5 -6 18 -8 -9 19 12 11 -13 14 -15 -16 16 -18 22 -20 -21 -22 -23 -24
leaf_value=0.0017113801754090807 0.0016240323388808078 0.00053994965287775139 0.0018566020612006185 0.0009283713561927206 0.0010769089708615974 0.0015732777707595082 0.0012209130080848736 0.00031265325469653933 0.0008021524753083994 0.0013002802465908053 0.00094306685941946636 0.001456997297369529 0.0017727463469331978 0.0021441828523142601 0.0013700229033130737 0.0016806194971922311 0.0014956138751802673 0.0014870942734531538 0.0012462070292793739 0.0010441492023562614 0.0019809146729243064 0.001397827083118785 0.0016673735670859791
leaf_weight=54 61 96 52 84 98 91 97 66 70 55 72 77 68 56 53 1307 111 78 62 60 53 71 59
leaf_count=54 61 96 52 84 98 91 97 66 70 55 72 77 68 56 53 1307 111 78 62 60 53 71 59
internal_value=0 0.000960349 0.00160454 0.00137153 0.000761405 0.00164804 0.00150156 0.000655396 0.000755333 0.00167614 0.00132965 0.00120889 0.00165903 0.00193204 0.0016714 0.00168176 0.00166616 0.00164541 0.00142745 0.000914114 0.00186422 0.0014966 0.00156499
internal_weight=0 600 2351 370 390 1981 286 292 226 1757 210 149 1647 110 1592 1539 1418 189 224 130 121 162 137
internal_count=2951 600 2351 370 390 1981 286 292 226 1757 210 149 1647 110 1592 1539 1418 189 224 130 121 162 137
is_linear=0
shrinkage=0.0032998


Tree=5415
num_leaves=20
num_cat=0
split_feature=4 1 1456 1 43 1429 1 52 158 131 475 34 131 1213 42 4 43 156 1
split_gain=0.892853 0.224355 0.219603 0.191877 0.196656 0.162664 0.225534 0.17129 0.136197 0.151874 0.167695 0.224337 0.147236 0.157345 0.131077 0.148435 0.116561 0.101544 0.0399416
threshold=0.31392000000000003 0.13699000000000003 0.097795000000000007 0.10910500000000002 -0.076179999999999984 0.080400000000000013 0.12288500000000001 -0.014944999999999998 0.085110000000000005 0.021890000000000003 -0.036244999999999993 -0.016844999999999995 0.089115000000000014 -0.058539999999999995 0.073240000000000013 -0.0005399999999999999 -0.013164999999999998 0.08653000000000001 0.14684500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 -5 6 8 17 9 10 -1 -12 -11 -14 -10 -16 -8 -7 -3
right_child=1 18 -4 4 -6 7 16 -9 14 12 11 -13 13 -15 15 -17 -18 -19 -20
leaf_value=0.0013730162267251021 -0.004672899512941758 -0.0019473818945049831 0.0013501250553896731 -0.00081567445225885814 0.011634176835851637 0.013727891463854208 -0.0029155673156315721 0.0076759591904325261 0.020073345650884637 0.021672586602454403 0.020213426579325004 0.0094263333637712183 0.019837118535873464 0.0099172085316728675 0.0165933729032583 0.0060470295089941443 0.0081776882677378603 0.021847193208363615 -0.0085076769081826095
leaf_weight=70 52 52 74 56 99 95 53 70 79 52 57 1494 57 231 80 73 54 84 55
leaf_count=70 52 52 74 56 99 95 53 70 79 52 57 1494 57 231 80 73 54 84 55
internal_value=0 0.000913193 0.0104154 0.00415228 0.00712458 0.0106779 0.010233 0.01478 0.0106014 0.0101422 0.00946009 0.00982392 0.0133887 0.0118868 0.0144754 0.0115732 0.00266611 0.0175481 -0.00533629
internal_weight=0 314 2623 207 155 2549 2300 249 2193 1961 1621 1551 340 288 232 153 107 179 107
internal_count=2937 314 2623 207 155 2549 2300 249 2193 1961 1621 1551 340 288 232 153 107 179 107
is_linear=0
shrinkage=0.16829


Tree=5416
num_leaves=18
num_cat=0
split_feature=4 12 13 4 11 148 4 402 402 402 1447 2 457 1 2 4 42
split_gain=0.618276 0.383922 0.286443 0.291955 0.266542 0.193705 0.172437 0.170729 0.431651 0.302701 0.211669 0.222265 0.196094 0.235083 0.154342 0.146928 0.143598
threshold=0.31392000000000003 0.093455000000000024 -0.15747499999999998 0.51395000000000002 0.091445000000000012 -0.085589999999999986 0.42642000000000008 0.090075000000000002 0.085200000000000012 0.10089500000000001 -0.052309999999999988 0.083595000000000017 0.085130000000000025 0.11649500000000002 0.089945000000000011 -0.0078799999999999981 0.086855000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 5 -1 -4 8 10 -9 11 -7 13 -12 -13 -14 -11
right_child=1 -3 3 -5 -6 7 -8 9 -10 16 12 14 15 -15 -16 -17 -18
leaf_value=-0.0014439986790133639 0.014079884326399995 -0.010429727210108963 -0.00072585060071500703 -0.0091641989803490642 0.019968151657148821 0.022644895308524704 0.011618006672795163 0.023913543001827294 -0.0050106561868255061 0.01384370906109505 0.008155028465706822 0.0054863830467498523 0.020701080756477152 0.00082613213207439063 0.016052775084343732 0.00835230914471175 0.0041479101267557703
leaf_weight=55 59 68 67 59 58 57 61 55 68 99 1749 86 59 134 73 52 78
leaf_count=55 59 68 67 59 58 57 61 55 68 99 1749 86 59 134 73 52 78
internal_value=0 0.00075566 0.00385486 0.000619174 0.008664 0.00840769 0.00514273 0.00862427 0.00817921 0.0129866 0.00858586 0.013602 0.00804158 0.00763444 0.0103489 0.0149323 0.00958113
internal_weight=0 314 246 187 2623 2565 128 2510 2278 232 2210 216 1994 1883 159 111 177
internal_count=2937 314 246 187 2623 2565 128 2510 2278 232 2210 216 1994 1883 159 111 177
is_linear=0
shrinkage=0.16829


Tree=5417
num_leaves=19
num_cat=0
split_feature=4 0 11 2 1429 43 13 4 376 2 52 43 0 481 0 4 160 2
split_gain=0.42792 0.306591 0.195402 0.221042 0.221277 0.257474 0.442255 0.315377 0.188148 0.235207 0.370734 0.199918 0.398833 0.1855 0.176147 0.200172 0.226053 0.102212
threshold=0.31392000000000003 -0.23043999999999995 0.091445000000000012 0.10179000000000001 0.048630000000000007 -0.095964999999999981 0.0083850000000000018 -0.16236499999999995 0.076485000000000011 0.096780000000000019 0.013340000000000001 -0.14239499999999997 -0.079119999999999982 -0.087424999999999989 0.0088250000000000012 0.41823000000000005 -0.072114999999999985 0.12860500000000002
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 -5 7 -7 9 11 -11 12 -3 -13 15 -2 -17 -18
right_child=14 2 -4 4 -6 6 -8 -9 -10 10 -12 13 -14 -15 -16 16 17 -19
leaf_value=0.019218243497681167 -0.0049250189908688026 0.0077523673934453748 0.016607715989748723 0.011792942945175463 0.013559203785071278 0.015149558889597146 -0.01202836748268999 0.0010029511305179955 -0.00095915066505070491 0.0070315664408507365 0.025782383932359775 -0.00081761687546302419 -0.01026985017480909 0.0082661976682324081 -0.0083127284607450985 -0.0028287496112028186 0.014073711370437312 0.0043330859151095606
leaf_weight=59 75 101 58 71 57 53 64 285 71 71 52 66 53 1562 52 63 66 58
leaf_count=59 75 101 58 71 57 53 64 285 71 71 52 66 53 1562 52 63 66 58
internal_value=0 0.00720686 0.00692976 0.00670505 0.00364664 0.0024483 0.000793413 0.00322652 0.00752447 0.0078416 0.0149733 0.00734833 0.00153825 0.00789683 0.000626564 0.00240763 0.00535814 0.0095321
internal_weight=0 2623 2564 2506 530 473 402 338 1976 1905 123 1782 154 1628 314 262 187 124
internal_count=2937 2623 2564 2506 530 473 402 338 1976 1905 123 1782 154 1628 314 262 187 124
is_linear=0
shrinkage=0.16829


Tree=5418
num_leaves=14
num_cat=0
split_feature=15 12 16 14 1 14 1 16 1 49 48 51 16
split_gain=0.441311 0.496263 0.336638 0.735361 0.265481 0.202289 0.127003 0.360344 0.324322 0.123838 0.15108 0.0808389 0.0369915
threshold=-0.2987999999999999 -0.14392999999999997 -0.42170999999999997 -0.45282499999999992 0.12448500000000001 0.083835000000000007 0.10877000000000002 -0.52334499999999984 0.11417500000000001 -0.089614999999999986 0.082425000000000012 0.086450000000000013 -0.0037499999999999994
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 -9 -11 -6 -10
right_child=1 4 3 -5 11 -7 8 9 12 10 -12 -13 -14
leaf_value=0.0049011929434931989 0.022116805275892937 -0.0063303797918720199 0.005154693464623843 -0.022728399433168213 0.0017775464301636361 -0.0037689537371432334 0.018146431234514464 0.012373118441782715 0.001492990995568345 0.0066264377791801169 0.002728920586478788 -0.0067500389875268215 0.0076713091845632764
leaf_weight=101 53 66 54 53 75 58 86 91 60 1798 336 54 52
leaf_count=101 53 66 54 53 75 58 86 91 60 1798 336 54 52
internal_value=0 0.00597951 -0.00205595 -0.00863977 0.00565923 0.00603662 0.00626584 0.00591061 0.010367 0.00627452 0.00601361 -0.00177821 0.00437754
internal_weight=0 2729 208 107 2676 2547 2489 2291 198 2225 2134 129 112
internal_count=2937 2729 208 107 2676 2547 2489 2291 198 2225 2134 129 112
is_linear=0
shrinkage=0.16829


Tree=5419
num_leaves=10
num_cat=0
split_feature=3 38 124 14 14 4 123 1374 150
split_gain=0.263013 0.289537 0.262622 0.18483 0.225183 0.195912 0.198656 0.14853 0.143589
threshold=0.3148450000000001 1.0000000180025095e-35 -0.087184999999999985 0.083835000000000007 0.020750000000000005 0.48395000000000005 0.085575000000000012 -0.066939999999999986 0.08926000000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -4 -9
right_child=-2 -3 3 -5 -6 6 -8 8 -10
leaf_value=-0.0064390658724525285 -0.0041073458183346536 0.017249105028228452 0.013939742179831505 -0.004661952433471948 0.015778420028764898 -0.008161562867252399 0.0053792415111006218 0.0052921856506162488 0.00048714416989016559
leaf_weight=60 97 52 53 57 54 65 58 2249 192
leaf_count=60 97 52 53 57 54 65 58 2249 192
internal_value=0 0.00479453 0.00456159 0.0048042 0.00500688 0.00478393 -0.00176186 0.00510748 0.00491497
internal_weight=0 2840 2788 2728 2671 2617 123 2494 2441
internal_count=2937 2840 2788 2728 2671 2617 123 2494 2441
is_linear=0
shrinkage=0.16829


Tree=5420
num_leaves=16
num_cat=0
split_feature=4 2 12 2 13 42 15 2 2 13 3 3 4 155 2
split_gain=20.0021 7.88038 3.11925 1.59009 1.4224 1.03824 0.92852 0.922626 1.93209 0.755167 1.30364 0.646726 0.540185 0.537044 0.70985
threshold=0.31392000000000003 0.14132000000000003 -0.010419999999999997 0.13966500000000001 -0.16392499999999996 0.088025000000000006 -0.19153499999999998 -0.0050599999999999994 0.097180000000000016 0.025450000000000004 -0.13827999999999999 0.11995000000000001 0.0063750000000000013 0.083985000000000018 0.099965000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 5 -4 11 -6 -1 -9 10 -8 -2 -12 14 -11
right_child=3 -3 4 -5 6 -7 9 8 -10 13 12 -13 -14 -15 -16
leaf_value=0.00072402238117527781 0.0010012740760840866 0.00052041581007773567 0.0010264333183093925 0.00015443184369447538 0.0019413501355439731 0.00037195289292637552 0.0020070954662866985 0.0016260409611839356 0.00092565460469986617 0.0013840510835951307 0.0015439123414752573 0.00054642937443118839 0.0013887381795166728 0.0016415711796044093 0.00095971268666068484
leaf_weight=54 101 99 66 82 56 75 62 74 103 222 1530 52 297 63 54
leaf_count=54 101 99 66 82 56 75 62 74 103 222 1530 52 297 63 54
internal_value=0 0.0014346 0.00146965 0.00054906 0.00150566 0.000690833 0.00151949 0.00110319 0.00121867 0.00150887 0.00153475 0.000846917 0.00151871 0.00136452 0.00130116
internal_weight=0 2680 2581 310 2350 228 2284 231 177 2228 1889 153 1827 339 276
internal_count=2990 2680 2581 310 2350 228 2284 231 177 2228 1889 153 1827 339 276
is_linear=0
shrinkage=0.0032998


Tree=5421
num_leaves=16
num_cat=0
split_feature=2 3 48 43 43 4 4 12 43 4 43 1 474 474 13
split_gain=0.400307 0.335977 0.291643 0.319923 0.274783 0.261811 0.245661 0.204659 0.33606 0.350775 0.448739 0.371278 0.193397 0.344442 0.134
threshold=0.14132000000000003 -0.036264999999999992 0.10971000000000002 -0.50775499999999985 -0.0073499999999999998 -0.50946499999999995 0.13995000000000002 0.08486500000000001 0.080350000000000019 0.05309500000000001 -0.049999999999999996 0.091395000000000018 0.094055000000000014 0.085515000000000022 0.10188500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 -5 -3 8 9 11 -11 -7 13 14 -9
right_child=1 6 4 5 -6 7 -8 12 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.0076668002774661625 0.0084044828339307921 -0.016506147616084942 0.0040954472312652347 0.015767111032578569 0.019635359318601872 0.0044625300148293219 -0.0012051119359624684 0.0065058556589937247 -0.009329357319754877 0.0013369848009714565 0.016887756672500739 -0.0046538924108603984 -0.001215991197930594 0.018961390525710956 0.00058548552378409841
leaf_weight=55 52 52 56 66 77 425 70 1411 59 98 114 180 96 61 118
leaf_count=55 52 52 56 66 77 425 70 1411 59 98 114 180 96 61 118
internal_value=0 -0.002906 0.00540513 0.00502273 0.0131057 0.00528898 -0.00774159 0.00501835 0.00292771 0.00381506 0.00970767 0.00174724 0.00610353 0.0065466 0.00605013
internal_weight=0 174 2816 2683 133 2628 122 2562 876 817 212 605 1686 1590 1529
internal_count=2990 174 2816 2683 133 2628 122 2562 876 817 212 605 1686 1590 1529
is_linear=0
shrinkage=0.16829


Tree=5422
num_leaves=27
num_cat=0
split_feature=1 12 1 4 10 16 1444 3 3 475 39 0 12 12 0 1 16 16 1 0 0 0 16 16 3 0
split_gain=14.2419 3.92565 1.76275 1.3588 1.32316 0.772919 0.581543 0.70876 0.809549 0.510487 0.500562 0.519418 0.49734 0.489047 0.466146 0.365208 0.415284 0.348343 0.335222 0.432423 0.387247 0.326927 0.343055 0.19297 0.276242 0.169368
threshold=0.12448500000000001 0.056995000000000011 0.095920000000000019 0.053330000000000009 -0.063134999999999983 0.0054050000000000009 -1.0000000180025095e-35 -0.14186499999999996 -0.18945499999999996 -0.028509999999999997 0.098380000000000009 -0.094139999999999988 0.10211000000000002 0.098785000000000012 -0.18713499999999997 1.0000000180025095e-35 -0.018754999999999997 -0.47730499999999992 0.089745000000000019 -0.071749999999999994 -0.097604999999999983 -0.14534499999999997 -0.090614999999999987 -0.076439999999999994 -0.069049999999999986 -0.096849999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 6 -2 14 -3 8 -8 -1 11 -6 18 17 -4 -11 -17 -5 20 -20 -9 -16 -23 -14 -25 -19
right_child=4 3 5 13 10 -7 7 12 -10 15 -12 -13 23 -15 21 16 -18 25 19 -21 -22 22 -24 24 -26 -27
leaf_value=0.00088330113680042382 7.8930113989428643e-06 0.00097280686119725652 0.00098127862325578892 0.0013631974719759388 0.00044691532194337548 0.0011246554844459116 0.0012952600356920404 0.0016354511584306948 0.0017849959798075324 0.0010847021768993596 0.00032045041920268825 0.00083090041634278282 0.0013028452993344168 0.00089005339707884108 0.00041024434109980762 0.0011906249914663016 0.0015798310727289482 0.00092458530638538593 0.0011223813025105815 0.0014672333348751622 0.0013410601113735348 0.00092032143282058784 0.00057288930929663251 0.00091429881800240357 0.0012105109965973239 0.0011746123657820147
leaf_weight=55 60 52 55 70 69 64 72 52 77 94 67 88 73 101 52 70 54 53 159 54 1152 55 73 59 87 73
leaf_count=55 60 52 55 70 69 64 72 52 77 94 67 88 73 101 52 70 54 53 159 54 1152 55 73 59 87 73
internal_value=0 0.00122064 0.000977622 0.00128576 0.000443683 0.000802209 0.00131933 0.0013294 0.00154858 0.00116961 0.000560255 0.000662367 0.00130942 0.00107803 0.000714244 0.00124168 0.0013604 0.00117471 0.00133221 0.00120997 0.0013538 0.000632454 0.000722452 0.00116181 0.00109105 0.00106972
internal_weight=0 2706 572 2134 284 299 1837 1785 149 273 224 157 1636 297 235 218 124 196 1417 213 1204 180 128 219 146 126
internal_count=2990 2706 572 2134 284 299 1837 1785 149 273 224 157 1636 297 235 218 124 196 1417 213 1204 180 128 219 146 126
is_linear=0
shrinkage=0.0032998


Tree=5423
num_leaves=13
num_cat=0
split_feature=40 1446 3 41 41 3 42 4 3 484 156 13
split_gain=0.327604 0.271468 0.380445 0.29733 0.39354 0.344671 0.209693 0.242233 0.161924 0.269085 0.226164 0.154209
threshold=1.0000000180025095e-35 0.087090000000000015 -0.083504999999999982 0.075585000000000013 0.088645000000000015 0.3148450000000001 -0.16404499999999997 -0.50946499999999995 -0.10067 0.041405000000000004 0.086910000000000015 -0.077614999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 -1 -8 9 -9 -10 -4
right_child=-2 2 11 4 -6 -7 7 8 10 -11 -12 -13
leaf_value=0.015437451617828007 -0.0051985378296993921 -0.013301046257250135 0.010693355567461107 0.022291606729547254 0.0045865378827568198 -0.0057559072365771626 0.016620365649469556 0.0037912532911514893 0.004958999620377662 -0.0096313860965006898 0.010299650856170841 -0.002121820371455876
leaf_weight=60 87 52 53 69 74 78 53 226 1877 52 256 53
leaf_count=60 87 52 53 69 74 78 53 226 1877 52 256 53
internal_value=0 0.00527195 -0.0015023 0.00566252 0.0131421 0.00525077 0.00559162 0.00535114 0.00510267 0.00127408 0.00560082 0.00426882
internal_weight=0 2903 158 2745 143 2602 2524 2464 2411 278 2133 106
internal_count=2990 2903 158 2745 143 2602 2524 2464 2411 278 2133 106
is_linear=0
shrinkage=0.16829


Tree=5424
num_leaves=20
num_cat=0
split_feature=2 12 2 3 42 3 16 147 2 16 3 51 9 2 1452 3 42 2 12
split_gain=13.6833 6.38551 2.94758 2.40226 1.7756 1.37237 0.764101 0.666548 0.548173 0.466482 0.676256 0.441788 0.412283 0.387586 0.351979 0.345211 0.314707 0.248194 0.207889
threshold=0.12026500000000001 -0.010419999999999997 0.25063000000000007 0.11269500000000002 -0.0047199999999999994 -0.049204999999999992 -0.0062949999999999994 0.089245000000000005 0.095965000000000009 0.26711500000000005 -0.095259999999999997 -0.22288499999999997 0.084755000000000011 -0.032374999999999994 0.087120000000000017 0.095880000000000007 0.090385000000000007 0.14132000000000003 0.095775000000000013
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 7 -1 -2 13 8 11 10 -10 -3 14 -6 -13 -7 -12 -17 -11
right_child=2 3 -4 -5 6 15 -8 -9 9 18 16 12 -14 -15 -16 17 -18 -19 -20
leaf_value=0.0013479156115434735 0.0011349349079786996 0.0012171428210351473 -3.0353190467241507e-06 0.00092614783505461681 0.00042646257899906886 0.00045794957554684128 0.0010864456131862801 0.0011110483882561715 0.0010119112846724511 0.0016358169940530825 0.0014690732650046645 0.0014895361325848878 0.0017954228909932131 0.00077051923181647888 0.0017526419431071938 0.00092657635489578184 0.0012162791680116771 0.00061825899054832262 0.0013748790023937721
leaf_weight=75 98 60 57 95 61 66 55 58 71 83 157 1591 54 88 59 53 85 64 60
leaf_count=75 98 60 57 95 61 66 55 58 71 83 157 1591 54 88 59 53 85 64 60
internal_value=0 0.00138573 0.000680541 0.00144128 0.000913168 0.000819328 0.000753161 0.00146275 0.00147192 0.00136904 0.00129695 0.00149849 0.00150838 0.0006299 0.00149897 0.000650122 0.00138043 0.000758225 0.00152658
internal_weight=0 2652 338 2373 279 281 204 2278 2220 456 313 1764 1704 149 1650 183 242 117 143
internal_count=2990 2652 338 2373 279 281 204 2278 2220 456 313 1764 1704 149 1650 183 242 117 143
is_linear=0
shrinkage=0.0032998


Tree=5425
num_leaves=25
num_cat=0
split_feature=1 16 159 475 1375 1213 12 2 12 43 12 1209 484 0 1 40 16 1 2 12 158 0 13 12
split_gain=0.512436 0.350335 0.299879 0.682501 0.241495 0.256435 0.440693 0.29764 0.268779 0.307955 0.618419 0.244272 0.276495 0.192573 0.180443 0.163394 0.31282 0.266648 0.290279 0.160326 0.15855 0.150195 0.182885 0.0943
threshold=0.12000500000000001 -0.45743999999999996 0.080875000000000016 -0.075169999999999987 -0.084979999999999986 -0.086579999999999976 0.086655000000000024 0.087865000000000013 0.092475000000000016 -0.03898999999999999 0.094115000000000018 0.083050000000000013 0.087420000000000012 0.0040950000000000005 0.10234000000000001 -0.083574999999999997 -0.48652999999999996 0.14132000000000003 0.12068000000000001 0.094675000000000023 0.078875000000000015 -0.097424999999999984 -0.084924999999999987 0.090400000000000022
decision_type=2 2 2 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 -6 -8 11 10 -10 12 -7 15 20 -2 -17 18 -18 -11 -1 -5 -23 -24
right_child=13 2 3 21 5 8 7 -9 9 19 -12 -13 -14 -15 -16 16 17 -19 -20 -21 -22 22 23 -25
leaf_value=0.0016900021535439589 -0.0077474685986955814 -0.0035080078739415529 -0.014623374358218378 0.012569292001317831 -0.0096808840583506913 0.0071103611904136891 0.014999721848014879 -0.0018231812205056067 -0.012784141206700569 0.016662252417378898 0.0046148452444108503 0.018794175438209972 0.015870063207263686 -0.0099381507599016865 0.018070022123293668 -0.0089458702186474386 0.0107339020071834 0.014960682961947008 -0.0051848462293589042 0.0064056904885475274 0.014026383569537258 -0.0062253429268412557 0.0086011468662476626 0.00073250092474303212
leaf_weight=57 52 71 66 52 73 1009 62 57 74 53 265 63 114 56 93 52 56 61 77 241 62 52 98 78
leaf_count=57 52 71 66 52 73 1009 62 57 74 53 265 63 114 56 93 52 56 61 77 241 62 52 98 78
internal_value=0 0.00593322 0.00535907 0.000765289 0.00612163 0.00646251 0.000602936 0.0069266 0.00708001 0.00427421 0.000811537 0.00857603 0.00800119 -0.000881129 0.0125003 0.000814833 0.00263205 0.00574468 0.00150428 0.00826077 0.00813246 0.00439903 0.00252776 0.00512411
internal_weight=0 2640 2428 346 2082 2011 192 119 1819 633 339 1186 1123 354 212 298 246 194 133 294 119 280 228 176
internal_count=2994 2640 2428 346 2082 2011 192 119 1819 633 339 1186 1123 354 212 298 246 194 133 294 119 280 228 176
is_linear=0
shrinkage=0.16829


Tree=5426
num_leaves=19
num_cat=0
split_feature=1 4 11 43 13 4 1213 403 13 1212 1452 1 13 133 1 1 43 13
split_gain=0.361476 0.257118 0.246764 0.241706 0.248196 0.297502 0.274332 0.66513 0.236748 0.227617 0.231445 0.20493 0.217756 0.17904 0.155364 0.235917 0.130344 0.110984
threshold=0.12646500000000002 -0.5109999999999999 0.078065000000000009 -0.12788999999999998 0.057990000000000007 -0.0069049999999999988 -0.080279999999999976 -0.085164999999999977 -0.15747499999999998 0.11579500000000002 0.090425000000000019 0.14195000000000002 -0.0062949999999999994 -0.098969999999999989 0.10711500000000002 0.090820000000000012 -0.16318499999999997 0.23637000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 16 6 -6 7 -5 -2 10 -8 12 -10 -9 15 -4 17 -3
right_child=8 2 14 4 5 -7 9 13 11 -11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0052641020650704079 0.0056989077611720772 0.0017323493724545171 0.015478058698253631 -0.017384115989455023 -0.0114876816452059 0.0057361846804350651 0.0046080204425830674 -0.004298704517254906 -0.0074678591785206578 0.016170234790731066 0.015002549200947381 -0.011633643616923735 0.0068701909544579588 0.0069842692020713661 0.018989987372945119 0.00064361002854485721 0.016001186206957996 0.011157728768511822
leaf_weight=69 90 62 60 53 61 53 1768 55 61 53 63 75 59 143 52 62 71 84
leaf_count=69 90 62 60 53 61 53 1768 55 61 53 63 75 59 143 52 62 71 84
internal_value=0 0.00486444 0.00512984 0.0046964 0.0041775 -0.00346434 0.00458638 -0.000633611 -0.00143166 0.00528278 0.00496665 -0.0047319 -0.000403346 0.00384104 0.0112624 0.00795397 0.010066 0.00716748
internal_weight=0 2709 2640 2466 2249 114 2135 251 285 1884 1831 195 120 198 174 122 217 146
internal_count=2994 2709 2640 2466 2249 114 2135 251 285 1884 1831 195 120 198 174 122 217 146
is_linear=0
shrinkage=0.16829


Tree=5427
num_leaves=22
num_cat=0
split_feature=1 1 10 11 10 49 39 39 16 1 1 43 15 472 16 16 13 15 43 13 13
split_gain=21.5465 2.21176 1.73058 1.59866 1.13885 1.0458 0.868088 0.742765 0.538973 1.13111 0.986416 0.426739 0.330931 0.325003 0.494078 0.452779 0.557166 0.42938 0.365765 0.311185 0.249388
threshold=0.12000500000000001 0.10398500000000001 -1.0000000180025095e-35 0.080320000000000016 1.0000000180025095e-35 0.12186500000000001 0.0047850000000000011 0.098380000000000009 -0.064909999999999982 0.11239500000000001 0.11319000000000001 -0.0083799999999999986 -0.088819999999999982 -0.081069999999999989 0.054560000000000004 -0.00083999999999999993 -0.004409999999999999 0.079600000000000018 -0.082949999999999982 -0.0015099999999999998 -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
left_child=1 5 -2 8 7 6 13 11 10 -10 -3 -4 -8 -1 15 17 -17 -15 20 -20 -16
right_child=2 3 4 -5 -6 -7 12 -9 9 -11 -12 -13 -14 14 18 16 -18 -19 19 -21 -22
leaf_value=0.0014753315761725904 -7.9547746693724744e-05 0.0012231274526817717 0.00091932085759904023 0.0014246030073873156 2.6109027276812441e-05 0.00089365358303208334 0.0011481856408844435 0.0002572372129963635 0.00040091536546206231 0.001026261026445974 0.00067020072058095854 0.00055701372386735741 0.00078602446522364788 0.0011947381749852967 0.0011384391820360611 0.0012997835131754163 0.0017068097280495101 0.0013077565445332854 0.0011093658169805596 0.0013657661878423886 0.00081730597678630315
leaf_weight=78 85 79 56 62 53 95 55 61 71 57 64 99 57 640 54 104 58 894 128 90 54
leaf_count=78 85 79 56 62 53 95 55 61 71 57 64 99 57 640 54 104 58 894 128 90 54
internal_value=0 0.00119764 0.000330538 0.00094579 0.00046025 0.00123398 0.00124858 0.000566612 0.000836116 0.000679665 0.00097591 0.000688139 0.000964186 0.00126373 0.00125555 0.00127833 0.00144573 0.00126063 0.00113691 0.00121538 0.000978199
internal_weight=0 2640 354 333 269 2307 2212 216 271 128 143 155 112 2100 2022 1696 162 1534 326 218 108
internal_count=2994 2640 354 333 269 2307 2212 216 271 128 143 155 112 2100 2022 1696 162 1534 326 218 108
is_linear=0
shrinkage=0.0032998


Tree=5428
num_leaves=31
num_cat=0
split_feature=1 3 39 39 4 3 12 15 3 133 15 4 1 48 12 13 15 4 12 1209 13 4 12 15 12 133 15 3 12 42
split_gain=22.0951 4.82059 1.99311 1.42414 1.31604 1.27889 1.12452 1.2322 1.92286 0.914476 0.818571 0.847562 0.763381 0.759408 0.740135 0.663073 0.53813 0.384982 0.31503 0.344445 0.338744 0.306513 0.292111 0.201246 0.195821 0.285997 0.178582 0.194981 0.15248 0.0619908
threshold=0.10575500000000002 -0.053364999999999996 0.0047850000000000011 0.11651500000000002 0.31392000000000003 0.28833000000000003 0.11697000000000002 0.039965000000000007 -0.13392999999999997 0.081310000000000007 -0.12776499999999999 0.008570000000000003 0.083670000000000008 0.082425000000000012 -1.0000000180025095e-35 -0.014549999999999999 -0.087284999999999988 0.2642250000000001 0.090335000000000013 0.083050000000000013 -0.085784999999999986 -0.039279999999999995 -1.0000000180025095e-35 -0.0097449999999999985 0.085655000000000023 0.091545000000000015 0.097415000000000015 -0.070724999999999996 0.092900000000000024 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 5 21 14 7 9 -9 10 -1 13 -13 -12 15 -3 -4 -16 19 20 -10 -2 -7 24 29 -26 28 -28 -20 -11
right_child=1 3 16 -5 -6 22 -8 8 18 23 11 12 -14 -15 17 -17 -18 -19 26 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0017184984469374612 0.0016721901325828423 0.00090369444519287662 0.001364931831064969 0.00016572136419397524 0.00094068195898242219 0.00062089736447574334 0.0012094711722759476 0.002193457156226201 0.001507901879782331 0.0015910777018620708 0.0015493172067716499 0.00138047306445612 0.00084505472920256707 0.0012424319538190131 0.0012870158366492903 0.0004799268690699024 0.00093654905769467224 0.00088183943043369589 0.0015232617443179726 0.0019299371620674487 0.0017175140673317013 0.0013467701857475924 0.00027722222777756752 0.0018184677561119574 0.0018032663016039523 0.0015702518471404049 0.0014100532845907009 0.0016562909584537837 0.0016974439140834544 0.0014421802776559639
leaf_weight=102 53 98 69 53 81 52 84 75 115 65 314 67 52 124 52 69 61 52 94 63 351 84 57 62 103 141 115 54 155 77
leaf_count=102 53 98 69 53 81 52 84 75 115 65 314 67 52 124 52 69 61 52 94 63 351 84 57 62 103 141 115 54 155 77
internal_value=0 0.000874956 0.0015623 0.000673304 0.00127532 0.000744005 0.00158567 0.0016005 0.00168345 0.00152388 0.00144523 0.00139513 0.0011468 0.00146252 0.000865547 0.000728816 0.00116419 0.00108477 0.00164302 0.00169738 0.00166586 0.00147292 0.000441501 0.0016395 0.00161066 0.00166876 0.00157414 0.00148894 0.00163183 0.00151059
internal_weight=0 651 2343 433 218 380 2213 2129 1022 1107 659 557 119 438 271 167 130 104 947 529 466 137 109 448 386 244 418 169 249 142
internal_count=2994 651 2343 433 218 380 2213 2129 1022 1107 659 557 119 438 271 167 130 104 947 529 466 137 109 448 386 244 418 169 249 142
is_linear=0
shrinkage=0.0032998


Tree=5429
num_leaves=20
num_cat=0
split_feature=2 38 157 475 49 474 49 50 4 475 133 457 3 3 160 3 42 1 4
split_gain=0.465431 0.340267 0.220295 0.306418 0.310358 0.261422 0.245321 0.181177 0.268817 0.287911 0.204602 0.194853 0.208289 0.144747 0.163699 0.277665 0.0938829 0.0979326 0.0456806
threshold=0.31115000000000004 0.087760000000000019 -0.080299999999999996 1.0000000180025095e-35 -0.0069299999999999995 0.083795000000000022 0.0048250000000000003 0.077920000000000003 -0.50231999999999988 -0.080829999999999985 0.087950000000000014 -0.088314999999999991 -0.094334999999999988 -0.082784999999999984 -0.077459999999999987 -0.077314999999999981 0.11557000000000002 0.08845500000000002 -0.08231999999999999
decision_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 8 -4 -10 13 -11 -13 18 -15 -16 17 -12 -9
right_child=-2 -3 7 -5 5 6 -8 10 9 11 16 12 -14 14 15 -17 -18 -19 -20
leaf_value=0.0070290417892405564 -0.010140238667613946 -0.0067694214799358015 -0.0049539339682366122 0.012746412546679197 -0.014985062739522027 -0.0086340833798063451 0.0077110017714547173 0.013569951243065171 0.01636837764272147 0.0148027130234928 0.0067897599904927124 0.0093895924179514863 0.0046848690110861861 0.0031560408443735634 0.0046256255217079212 0.020273559542671862 0.010497633471956003 -0.0032426199796630707 0.020790395344367489
leaf_weight=90 53 60 63 58 53 52 52 52 76 66 56 322 1577 75 60 70 53 54 52
leaf_count=90 53 60 63 58 53 52 52 52 76 66 56 322 1577 75 60 70 53 54 52
internal_value=0 0.00575991 0.00602147 0.00173671 -0.000841289 -0.00536439 -0.000444266 0.00652809 0.00585739 0.00619199 0.00951401 0.00579749 0.00548356 0.0120625 0.0094487 0.0130653 0.00467178 0.00184844 0.0171974
internal_weight=0 2941 2881 305 247 157 104 2576 2104 2041 472 1965 1899 309 205 130 163 110 104
internal_count=2994 2941 2881 305 247 157 104 2576 2104 2041 472 1965 1899 309 205 130 163 110 104
is_linear=0
shrinkage=0.16829


Tree=5430
num_leaves=21
num_cat=0
split_feature=2 0 4 15 1186 130 13 13 150 15 2 12 403 15 13 50 12 16 4 16
split_gain=0.365721 0.320297 0.334024 0.270451 0.251299 0.21214 0.233402 0.343719 0.334365 0.313155 0.202757 0.193813 0.166121 0.205033 0.312038 0.179433 0.160411 0.161779 0.282969 0.170577
threshold=0.094485000000000013 -0.0033699999999999993 -0.096364999999999992 0.11806500000000002 0.048730000000000002 -1.0000000180025095e-35 -0.094609999999999986 -0.17030499999999998 0.083205000000000015 -0.082809999999999981 0.096325000000000008 -0.014854999999999998 -0.23249499999999998 -0.040769999999999994 0.011265000000000002 -0.22547499999999998 0.10830500000000001 -0.083614999999999981 -0.0065849999999999997 -0.15105999999999997
decision_type=2 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 -2 7 9 10 -7 -8 -3 -12 15 -15 -14 17 19 -19 -4
right_child=5 11 3 -5 -6 6 8 -9 -10 -11 12 -13 13 14 -16 -17 -18 18 -20 -21
leaf_value=0.016424021226734618 -0.006759913925258816 0.0049471207907749431 0.0031394503472738345 0.017734825454885039 0.016319389716525672 0.010433285284026067 -0.0073100780315843421 -0.011411146088585388 0.013697516744667574 -0.0055439413896692493 -0.0048848493408222265 -0.0078402186805535748 0.010461234396493194 0.012981078323879824 0.0011612890841732418 -0.00017279100535833215 -0.0032354632293079095 0.0028306336830632235 0.0097332931599985132 0.0099032401759250304
leaf_weight=92 72 62 149 54 60 72 52 75 90 67 59 73 54 150 110 266 61 793 214 370
leaf_count=92 72 62 149 54 60 72 52 75 90 67 59 73 54 150 110 266 61 793 214 370
internal_value=0 0.00594059 0.00653601 0.00600015 0.00561432 0.00205427 0.00269388 -0.00222469 0.00404391 0.00271911 0.00278397 -0.00195421 0.0036082 0.00447525 0.00798731 0.00161609 0.00520846 0.00554717 0.00429932 0.00796488
internal_weight=0 1928 1793 1701 1647 1067 995 214 781 139 691 135 639 580 260 320 1587 1526 1007 519
internal_count=2995 1928 1793 1701 1647 1067 995 214 781 139 691 135 639 580 260 320 1587 1526 1007 519
is_linear=0
shrinkage=0.16829


Tree=5431
num_leaves=30
num_cat=0
split_feature=4 3 3 43 2 3 11 52 12 4 3 52 2 12 4 3 43 13 12 43 2 43 3 2 483 16 4 16 52
split_gain=21.5088 9.80651 4.7014 4.78441 1.9058 1.83412 1.2452 1.18039 1.10512 1.06106 1.17256 0.840234 0.76833 0.651588 0.620577 0.52832 0.462268 0.425115 0.379396 0.378535 0.539274 0.373436 0.304094 0.247303 0.227734 0.427323 0.225325 0.200925 0.13545
threshold=0.31392000000000003 -0.06656999999999999 0.28833000000000003 -0.035884999999999993 0.097005000000000022 0.3148450000000001 1.0000000180025095e-35 -0.046194999999999993 0.087855000000000003 -0.15615999999999999 0.10402500000000002 -0.087604999999999988 0.11523000000000001 0.090335000000000013 0.0049450000000000006 -0.13827999999999999 -0.069134999999999988 0.0035100000000000005 0.097060000000000021 0.0044550000000000006 0.085730000000000015 -0.0068849999999999996 -0.082204999999999986 0.085835000000000009 -0.086419999999999983 0.0060400000000000011 -0.0072149999999999992 0.054560000000000004 0.042815000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 6 12 13 11 -6 -5 19 -3 16 17 22 -10 -2 24 26 20 -11 -14 23 -15 -1 -26 -17 -24 -20
right_child=5 2 -4 9 8 -7 -8 -9 15 10 -12 -13 21 14 -16 18 -18 -19 28 -21 -22 -23 27 -25 25 -27 -28 -29 -30
leaf_value=0.0020354147024544203 0.00082078671567382099 0.0010474477139968384 0.00047640750715339868 0.0019119852763319226 0.0010803841660697721 0.00024594550475578363 0.0021746872901503788 0.001272477330209762 0.0018669136737405633 0.0019791970611532398 0.0010643501477451184 0.0005165260587512659 0.00052423595193269604 0.0019577727662840297 0.0014077363409325052 0.0018342152597212607 0.0012327260015507022 0.0015297647497550567 0.001288917885057366 0.0014396522674772229 0.0015587017574137548 0.00086473301685881254 0.0016960881062065519 0.0017265252757312684 0.0018487470746925011 0.0015775773337773664 0.0015337869577189344 0.0014643773815512385 0.0015109366797282993
leaf_weight=64 54 69 70 93 52 67 89 101 66 53 54 62 72 87 79 52 68 52 61 95 94 70 209 134 773 71 63 54 67
leaf_count=64 54 69 70 93 52 67 89 101 66 53 54 62 72 87 79 52 68 52 61 95 94 70 209 134 773 71 63 54 67
internal_value=0 0.00162637 0.00128787 0.00137929 0.0017449 0.00073427 0.00179356 0.00100383 0.00152753 0.00160312 0.00150596 0.000796441 0.000858068 0.00177126 0.00168133 0.00160266 0.00105068 0.00182397 0.00153074 0.00160435 0.00171055 0.000692335 0.00172592 0.00181772 0.00184078 0.00182598 0.00166994 0.00164865 0.00140541
internal_weight=0 2664 691 621 1973 331 1612 232 361 389 296 131 264 1523 563 309 122 960 243 242 147 142 484 221 908 844 115 263 128
internal_count=2995 2664 691 621 1973 331 1612 232 361 389 296 131 264 1523 563 309 122 960 243 242 147 142 484 221 908 844 115 263 128
is_linear=0
shrinkage=0.0032998


Tree=5432
num_leaves=29
num_cat=0
split_feature=1 2 52 2 1 2 2 14 2 2 2 150 150 475 43 1 2 52 16 2 16 50 16 42 4 1 16 42
split_gain=14.7454 3.2515 1.25503 1.18455 0.793823 0.769529 1.51769 0.612179 0.575869 0.522005 0.477607 0.446928 0.438422 0.377762 0.353518 0.337159 0.314685 0.366844 0.289669 0.275468 0.261448 0.229995 0.302577 0.653011 0.259346 0.175028 0.133929 0.0534667
threshold=0.10575500000000002 0.14253500000000002 -0.40011499999999994 0.094485000000000013 0.090540000000000023 1.0000000180025095e-35 -1.0000000180025095e-35 0.073890000000000011 -0.007134999999999999 0.13226500000000005 -0.098699999999999982 1.0000000180025095e-35 0.10233000000000002 -0.084049999999999986 -0.049364999999999992 0.10016000000000001 0.087815000000000018 0.11087000000000001 -0.15693499999999996 0.11771500000000001 -0.04040499999999999 -0.11980499999999998 -0.013359999999999999 0.078120000000000009 -0.068809999999999996 0.093245000000000008 -0.079144999999999979 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 7 6 10 12 -6 11 -4 15 13 27 -7 21 17 -15 -3 -16 25 -5 24 -24 -23 -10 -18 -1
right_child=1 18 5 9 8 14 -8 -9 20 -11 -12 -13 -14 16 19 -17 26 -19 -20 -21 -22 22 23 -25 -26 -27 -28 -29
leaf_value=0.0016026471978641667 0.0012283139358723763 0.00038858931499545182 0.00086757525944484678 0.0013640504947810886 0.00082295222037319685 0.00041521005422135484 0.0012109541266185372 0.0016318652335297523 0.00097395194004490035 0.00081484662497662485 0.00046325487961334025 0.00089967918634313018 0.0010504161842279903 0.0013753384176494611 0.00054168798987975369 0.0014470120235782556 0.0011703212563819009 0.0010915943396317407 6.7833201106610341e-05 0.00081601869259852666 0.0013469399522336501 0.0014200149635430388 0.00087367777485291122 0.0012508108212526139 0.0011604417320392737 0.0012162903259100317 0.0012929151405290996 0.0014398135341766769
leaf_weight=52 66 55 60 58 52 72 90 71 57 52 69 65 66 665 73 52 186 55 70 91 93 55 112 92 201 83 230 52
leaf_count=52 66 55 60 58 52 72 90 71 57 52 69 65 66 665 73 52 186 55 70 91 93 55 112 92 201 83 230 52
internal_value=0 0.000687573 0.000802267 0.00125065 0.00129844 0.000740389 0.000881623 0.0013314 0.00113906 0.00113498 0.000651584 0.00116114 0.00131503 0.00132909 0.00060918 0.0011909 0.00131144 0.00135371 0.000209248 0.000694123 0.00120946 0.00116512 0.00113996 0.00104393 0.00121635 0.00111788 0.00123819 0.00152157
internal_weight=0 646 521 2349 1662 455 219 1377 285 687 129 635 1306 1240 236 570 1136 720 125 164 233 518 460 204 256 140 416 104
internal_count=2995 646 521 2349 1662 455 219 1377 285 687 129 635 1306 1240 236 570 1136 720 125 164 233 518 460 204 256 140 416 104
is_linear=0
shrinkage=0.0032998


Tree=5433
num_leaves=16
num_cat=0
split_feature=3 97 160 43 3 160 50 3 11 11 3 49 1 12 16
split_gain=0.370276 0.250952 0.205852 0.234822 0.210969 0.274731 0.278565 0.386768 0.234867 0.225608 0.261255 0.195783 0.159771 0.149762 0.130161
threshold=0.28833000000000003 -0.049229999999999996 -0.55045999999999984 -0.50914999999999988 -0.081184999999999993 -0.082339999999999983 0.11805000000000002 0.11995000000000001 0.090715000000000004 1.0000000180025095e-35 -0.083319999999999991 0.0048250000000000003 0.092485000000000026 0.090535000000000018 -0.096659999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 8 11 7 -7 9 10 -5 12 -6 -11 -2
right_child=14 2 3 4 5 6 -8 -9 -10 13 -12 -13 -14 -15 -16
leaf_value=-0.0040822529865654489 -0.0081746935397393906 -0.0039890724854121044 0.017898790093757971 0.0063104801911074062 0.003075470783194088 0.0036332731270041271 -0.0067962494274580254 0.017255471318229864 -0.0011656626560655051 0.0092614260618765296 0.012225136517231392 0.017417443267463167 0.012952906555803174 0.021236129161430025 0.002199652890110522
leaf_weight=65 65 52 52 859 116 959 66 63 75 58 282 71 78 62 72
leaf_count=65 65 52 52 859 116 959 66 63 75 58 282 71 78 62 72
internal_value=0 0.00623796 0.00647878 0.00667802 0.00646036 0.00497558 0.00378939 0.00447476 0.0079627 0.00850704 0.00777387 0.00983892 0.00705607 0.0154633 -0.00270937
internal_weight=0 2858 2793 2741 2689 1353 1088 1022 1336 1261 1141 265 194 120 137
internal_count=2995 2858 2793 2741 2689 1353 1088 1022 1336 1261 1141 265 194 120 137
is_linear=0
shrinkage=0.16829


Tree=5434
num_leaves=27
num_cat=0
split_feature=1 159 4 12 148 15 49 1453 150 12 4 4 12 4 42 1213 403 1 159 15 43 13 12 13 15 150
split_gain=0.261067 0.295584 0.270717 0.481902 0.234247 0.485518 0.233204 0.296007 0.21973 0.290103 0.564308 0.639385 0.349965 0.317248 0.278086 0.215345 0.52474 0.224467 0.178154 0.168625 0.17159 0.238228 0.271799 0.0927047 0.0712391 0.0669794
threshold=0.092845000000000025 0.11035500000000001 0.0060300000000000015 -0.0066799999999999993 -1.0000000180025095e-35 0.098550000000000013 -0.046109999999999991 -0.074999999999999983 0.087075000000000027 0.088825000000000015 0.05309500000000001 -0.15615999999999999 0.10713500000000002 0.50541500000000006 0.09087000000000002 -0.071164999999999992 -0.088229999999999989 0.090540000000000023 0.091625000000000026 -0.11532999999999999 -0.082094999999999987 -0.070339999999999986 0.097610000000000016 -0.087404999999999997 -0.070009999999999975 0.087865000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 8 25 -8 9 10 11 -6 14 -12 -11 16 -9 18 -17 -4 -21 24 -23 -18 -22 -5
right_child=1 -3 19 6 5 -7 7 15 -10 12 13 -13 -14 -15 -16 17 23 -19 -20 20 21 22 -24 -25 -26 -27
leaf_value=0.022039252503333821 -0.0059944237840699613 0.012123036659268947 0.0098090562004116699 0.018164569931922205 0.0030927577628996608 0.014507519242915089 -0.0063725765754383181 0.025673006439576134 0.0084781133507070595 0.013793401007495432 0.0095134244083471958 -0.019100849074748058 -0.0068388045573146749 -0.0038510413496960607 0.00061786391818666718 0.0050585022802229953 0.0015509174354395746 -0.0047269990790925137 0.012386517708856007 -0.0075228979842536133 0.0035376551254468792 -0.01180993032090049 0.0049850253344373091 0.0091030896355761507 0.012243525286881487 0.0098062041005765911
leaf_weight=57 100 84 59 52 59 87 55 52 100 104 100 97 59 101 81 1016 66 61 104 67 55 54 55 157 53 60
leaf_count=57 100 84 59 52 59 87 55 52 100 104 100 97 59 101 81 1016 66 61 104 67 55 54 55 157 53 60
internal_value=0 0.00257778 0.00593757 0.00681755 0.00167283 0.00264811 0.00628186 0.0057306 0.00117369 -3.86989e-05 -0.00309839 -0.0106956 0.00443062 0.00278901 0.00803436 0.00618903 0.0104369 0.00519838 0.00574057 0.0016222 -7.22639e-05 0.00221988 -0.00331893 0.00687597 0.00782662 0.0137029
internal_weight=0 972 2023 1680 888 788 1623 1511 701 601 357 156 244 201 185 1456 275 1181 1120 343 284 217 109 223 108 112
internal_count=2995 972 2023 1680 888 788 1623 1511 701 601 357 156 244 201 185 1456 275 1181 1120 343 284 217 109 223 108 112
is_linear=0
shrinkage=0.16829


Tree=5435
num_leaves=17
num_cat=0
split_feature=40 484 1 12 13 13 42 10 474 49 51 16 42 16 16 16
split_gain=0.372205 0.215519 0.282141 0.223475 0.420984 0.348902 0.260531 0.198611 0.208199 0.245014 0.244809 0.22646 0.136422 0.0979011 0.039831 0.0309052
threshold=0.0045850000000000005 0.08618000000000002 0.092845000000000025 -0.084509999999999988 -0.17030499999999998 -0.010424999999999999 0.092485000000000026 -0.012394999999999998 0.085475000000000009 -0.15532499999999996 -0.025069999999999999 -0.41776999999999992 0.084360000000000004 -0.083144999999999983 -0.0050499999999999989 -0.0060749999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 5 13 6 -1 -6 9 -9 -10 -11 14 -5 -3 -14
right_child=-2 2 -4 4 7 -7 -8 8 10 11 -12 -13 15 -15 -16 -17
leaf_value=0.010036866156495006 -0.0071668857737099377 -0.004524664769570098 -0.0086668112373192996 -0.010491381182796817 0.015885413538885895 -0.012502675568723141 -0.0053214473937295134 -0.0063978252789932532 0.016830982676806591 0.010781685903253291 0.0039186735348164499 0.0046104849590602841 0.010307962097054934 -0.00017823384607254444 0.0020493356348932198 0.0044467043825760829
leaf_weight=76 84 52 80 52 52 53 53 53 93 186 76 1837 52 53 52 53
leaf_count=76 84 52 80 52 52 53 53 53 93 186 76 1837 52 53 52 53
internal_value=0 0.00419055 -0.000161867 0.00467803 0.00510896 -0.000999323 0.00371293 0.00558568 0.00534631 0.00488236 0.0110349 0.00517877 0.00308502 -0.00530281 -0.00122039 0.00736653
internal_weight=0 2873 289 2584 2402 182 129 2297 2245 2076 169 2023 209 105 104 105
internal_count=2957 2873 289 2584 2402 182 129 2297 2245 2076 169 2023 209 105 104 105
is_linear=0
shrinkage=0.16829


Tree=5436
num_leaves=10
num_cat=0
split_feature=150 10 9 38 130 128 15 14 2
split_gain=0.234412 0.34652 0.45821 0.18161 0.180572 0.204057 0.177335 0.253905 0.115514
threshold=0.10808000000000002 -0.15491499999999997 -1.0000000180025095e-35 0.084445000000000006 0.10887000000000001 0.10793500000000002 -0.45371999999999996 -1.0000000180025095e-35 0.087750000000000009
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8 -2
right_child=8 2 3 -5 -6 -7 7 -9 -10
leaf_value=0.017056887217032423 -0.0093330953162541769 -0.0088476110747786156 -0.0035017959490468305 -0.0056858805863763432 0.011037965532456711 -0.0062263636237170411 0.015246244474368988 0.003864501104782181 0.00023547273978915471
leaf_weight=53 55 85 89 57 97 58 57 2305 101
leaf_count=53 55 85 89 57 97 58 57 2305 101
internal_value=0 0.0035704 0.00330963 0.00369835 0.0039043 0.00362779 0.00386171 0.00413993 -0.00312654
internal_weight=0 2801 2748 2663 2606 2509 2451 2362 156
internal_count=2957 2801 2748 2663 2606 2509 2451 2362 156
is_linear=0
shrinkage=0.16829


Tree=5437
num_leaves=21
num_cat=0
split_feature=1 1 49 49 49 12 15 15 12 1212 1453 1455 1429 156 148 12 12 15 15 1
split_gain=0.176023 0.202809 0.319489 0.16343 0.233424 0.219606 0.151723 0.333113 0.19496 0.137499 0.13641 0.147924 0.167427 0.5716 0.17324 0.158628 0.0728818 0.0530681 0.0801875 0.0266661
threshold=0.10749500000000002 0.11189500000000001 -0.064334999999999989 -0.070754999999999985 -0.048359999999999993 0.079335000000000017 -0.26361999999999991 -0.10763999999999999 -0.09472499999999999 0.11517500000000001 -0.048394999999999994 0.068185000000000009 0.083725000000000008 0.086860000000000007 -0.0084749999999999982 0.086085000000000009 0.087625000000000022 -0.032519999999999993 -0.070454999999999976 0.12963000000000002
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 5 -5 -1 8 -8 -4 10 -6 12 14 -14 -12 -13 -7 18 -9 -10
right_child=1 2 6 4 9 16 7 17 19 -11 11 15 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.014477458845014474 -0.0077155558475158889 -0.0089497744668054248 -0.0085810123995117889 -0.0081387248805282249 -0.0025619839044175043 -0.0010943743405932667 0.017924698830463305 0.0045883820420480406 4.6497788731937386e-05 -0.0037186316994002812 0.012754698847031719 0.016143859701559651 0.0067646657863916562 -0.01408363217254739 0.0035324793187997776 0.0034260419109477581 0.0071263535855490868 0.0067589328955836286 -0.0043573465441776671 0.0048492546939736987
leaf_weight=84 82 73 57 53 102 57 52 61 53 79 60 55 89 64 1616 57 65 56 53 89
leaf_count=84 82 73 57 53 102 57 52 61 53 79 60 55 89 64 1616 57 65 56 53 89
internal_value=0 3.20447e-05 0.00132172 0.00331372 0.00288332 0.00784922 0.00310703 0.00613213 -0.000258676 0.00315946 0.0034263 0.00374192 0.00337686 -0.00194445 0.0038637 0.00968744 0.0032708 0.00251442 0.000413643 0.00306933
internal_weight=0 576 494 2381 2175 206 421 222 199 2122 2043 1941 1829 153 1676 112 122 170 114 142
internal_count=2957 576 494 2381 2175 206 421 222 199 2122 2043 1941 1829 153 1676 112 122 170 114 142
is_linear=0
shrinkage=0.16829


Tree=5438
num_leaves=31
num_cat=0
split_feature=1 2 52 1 124 2 47 2 150 2 31 2 156 1 1 43 2 4 14 50 4 13 50 133 43 133 13 1447 43 4
split_gain=37.0578 5.28535 4.03186 3.53537 3.02254 2.28623 2.1678 2.14961 1.8749 1.00473 0.97544 1.24706 0.53428 0.483157 0.599714 0.536659 0.514028 0.513342 0.457799 0.380131 0.739639 0.511624 0.373473 0.385191 0.468452 0.465284 0.30512 0.154949 0.114013 0.0958921
threshold=0.10749500000000002 0.16993500000000003 -0.40492999999999996 0.092485000000000026 -1.0000000180025095e-35 0.12336000000000001 0.09023500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.091235000000000024 -1.0000000180025095e-35 0.10912000000000001 0.083125000000000018 0.085410000000000014 0.076160000000000019 -0.00045499999999999995 0.083400000000000016 -0.047099999999999996 -0.22654999999999997 0.094920000000000018 -0.16523499999999997 -0.040229999999999995 0.087155000000000024 0.024055000000000003 -0.0039049999999999992 0.091785000000000019 -0.081299999999999983 -0.085354999999999986 -0.08768999999999999 -0.049279999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 -5 9 10 -8 19 13 -4 -12 22 14 16 28 -1 -17 -13 20 -6 -22 23 24 -11 -25 -20 -18 -15 -30
right_child=1 -3 6 4 8 -7 7 -9 -10 12 11 18 -14 15 -16 17 27 -19 26 -21 21 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.0020150335398283936 0.0022304011918865374 0.00029855786759645813 0.00073607498675769549 0.0012619053262075939 0.0023410794512073911 0.0016643202389175378 0.0020506217109165204 0.0011620509142997865 0.0014725360716877039 0.0021486432912948624 0.0015379388972228212 0.0012988273996927674 0.0024256502031302757 0.002177998596230254 0.0025980757894830571 0.0022309049442454142 0.0021865827499048134 0.0017868940065976589 0.0011119813872461275 0.0023318982734909762 0.002097320365358393 0.0016717268357793976 0.0023397513234496904 0.0024122466241532636 0.0018575446682054298 0.0020904929882491941 0.00079964697716004482 0.0023640594954000729 0.0022885988205276647 0.002477427905075779
leaf_weight=55 52 57 58 67 68 72 65 55 55 118 87 63 74 56 103 63 64 54 70 83 72 56 78 71 130 174 69 727 84 57
leaf_count=55 52 57 58 67 68 72 65 55 55 118 87 63 74 56 103 63 64 54 70 83 72 56 78 71 130 174 69 727 84 57
internal_value=0 0.00125315 0.00135793 0.00218606 0.00190294 0.00224338 0.0012607 0.00164365 0.00203142 0.00226522 0.00112817 0.00120674 0.00215847 0.0023197 0.00235737 0.00220574 0.00232803 0.00202628 0.00106392 0.00214147 0.00206065 0.0019114 0.00212378 0.00208954 0.00199619 0.00218388 0.000957191 0.00234974 0.00231215 0.00236518
internal_weight=0 576 519 2381 401 1980 467 120 334 1908 347 289 645 1263 949 314 846 117 202 279 196 128 571 493 248 245 139 791 197 141
internal_count=2957 576 519 2381 401 1980 467 120 334 1908 347 289 645 1263 949 314 846 117 202 279 196 128 571 493 248 245 139 791 197 141
is_linear=0
shrinkage=0.0032998


Tree=5439
num_leaves=17
num_cat=0
split_feature=0 11 157 160 31 160 16 1454 0 0 0 51 1454 483 160 13
split_gain=0.303843 0.251789 0.202307 0.214063 0.381125 0.274224 0.226146 0.206757 0.211378 0.342978 0.182645 0.122675 0.117231 0.112811 0.0929011 0.0218777
threshold=0.12583000000000003 0.095470000000000013 0.121715 0.051580000000000008 -0.019454999999999997 0.085700000000000012 -0.013819999999999997 1.0000000180025095e-35 -0.13409999999999997 -0.11214999999999999 -0.18713499999999997 0.084200000000000011 0.091445000000000012 -0.14014999999999997 0.10276500000000001 -0.077274999999999996
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 11 8 10 -10 -6 14 -9 -8 -7 -15
right_child=-2 -3 -4 5 7 6 13 12 9 -11 -12 -13 -14 15 -16 -17
leaf_value=-0.010309946311677603 -0.0062438063109212655 0.015752593828420813 -0.004574145686244843 0.016011048314575966 0.0040144192541561969 0.0083053990697237109 0.0077213512424276817 0.015592311021401937 0.017084631092213969 0.0037035050613116534 -0.004901289410662318 0.0036185356768197222 0.0050380681842964094 0.0010168512923607463 0.018360025096546231 -0.003519340101313783
leaf_weight=55 82 52 77 88 116 53 53 64 56 1824 148 57 57 52 53 70
leaf_count=55 82 52 77 88 116 53 53 64 56 1824 148 57 57 52 53 70
internal_value=0 0.00413704 0.00392245 0.00416135 0.00352321 0.00763248 0.00544576 0.0038599 0.00347668 0.00410305 -0.000976976 0.00995777 0.0106353 0.00123288 0.0133497 -0.00157116
internal_weight=0 2875 2823 2746 2320 426 338 2265 2144 1880 264 163 121 175 106 122
internal_count=2957 2875 2823 2746 2320 426 338 2265 2144 1880 264 163 121 175 106 122
is_linear=0
shrinkage=0.16829


Tree=5440
num_leaves=10
num_cat=0
split_feature=121 1446 3 11 0 1452 393 124 484
split_gain=0.635493 0.353302 0.297586 0.283817 0.216475 0.21004 0.19007 0.160054 0.124736
threshold=-0.070209999999999981 0.10498000000000002 0.30863500000000005 0.095470000000000013 0.148925 0.086470000000000005 0.10135500000000001 0.0049200000000000008 -0.065829999999999986
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2 -7
right_child=1 -3 -4 -5 -6 8 -8 -9 -10
leaf_value=0.021448648060722421 0.0029686355849186121 -0.0096855644179004042 -0.005923167102573553 -0.0078718850312186409 0.013910646695253177 0.0048428392763526602 0.011597686932931985 -0.0059687564380591588 0.01608502210868485
leaf_weight=52 2389 64 103 63 56 57 71 58 56
leaf_count=52 2389 64 103 63 56 57 71 58 56
internal_value=0 0.00267371 0.00295159 0.00328465 0.0035469 0.00332562 0.00300608 0.00275606 0.0104301
internal_weight=0 2917 2853 2750 2687 2631 2518 2447 113
internal_count=2969 2917 2853 2750 2687 2631 2518 2447 113
is_linear=0
shrinkage=0.16829


Tree=5441
num_leaves=28
num_cat=0
split_feature=1 52 4 3 1 1 3 133 3 4 13 3 3 39 4 14 52 3 156 3 43 43 3 13 3 1 4
split_gain=22.3958 3.23128 3.08196 2.41595 2.25635 1.16963 1.09423 0.809632 0.78056 0.771103 0.724595 0.613244 0.538321 0.513859 0.471445 0.367829 0.362368 0.348536 0.320489 0.582629 0.302575 0.23388 0.28381 0.219009 0.206916 0.116886 0.0696425
threshold=0.11156000000000001 -0.23266999999999996 0.31392000000000003 -0.044539999999999989 0.15028500000000003 0.087225000000000011 -0.029394999999999998 0.097995000000000013 -0.0037099999999999998 0.071150000000000005 -0.032149999999999991 -0.088824999999999987 0.093925000000000022 0.087880000000000014 0.057200000000000008 0.077140000000000014 -0.0083399999999999985 0.30863500000000005 -0.0039599999999999991 -0.095554999999999987 -0.075739999999999988 -0.036849999999999994 -0.078129999999999991 -0.048579999999999991 -0.08175499999999998 1.0000000180025095e-35 0.18095500000000003
decision_type=2 2 2 2 2 2 2 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 6 10 9 14 -7 -3 -5 -9 -10 17 15 18 -13 -8 24 -20 -15 23 -23 -18 -1 -12 -16
right_child=1 4 -4 5 -6 8 13 11 12 -11 25 16 -14 20 26 -17 21 -19 19 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=0.0019694288984483284 0.001473725193749048 0.0013032887346914237 0.00082415128750208124 0.0012278338682435463 3.4934715074723523e-05 0.00093320521413626665 0.00089346656105290681 0.001716723921636257 0.0015876227843733407 0.00079488932992195403 0.0015421639196731903 0.0011379612132441904 0.001138055421040758 0.00029031533315373027 0.0013772541349583605 0.0019157038383873339 0.0011834823574931204 0.00056662283865863302 0.0014731013290179449 0.0016570468489784467 0.00064158796149882348 0.0017170633679432785 0.0013819435018922279 0.0014729823397368494 0.0016668015196611608 0.0017593612144186008 0.0015368397722142324
leaf_weight=52 63 55 65 64 53 97 88 80 52 81 52 53 68 56 79 56 55 61 231 1099 52 58 56 64 52 68 59
leaf_count=52 63 55 65 64 53 97 88 80 52 81 52 53 68 56 79 56 55 61 231 1099 52 58 56 64 52 68 59
internal_value=0 0.000773711 0.00153428 0.00155354 0.000674751 0.00131933 0.000760947 0.00160062 0.00115454 0.00100075 0.00151348 0.00145947 0.00133316 0.00063391 0.00163233 0.00164959 0.00138739 0.000759895 0.00163917 0.00162512 0.000459773 0.00144398 0.00155275 0.00133948 0.00181845 0.00166554 0.00144574
internal_weight=0 509 2460 2395 446 401 393 1994 217 136 184 366 120 257 1628 1490 286 149 1434 1330 108 233 114 119 104 120 138
internal_count=2969 509 2460 2395 446 401 393 1994 217 136 184 366 120 257 1628 1490 286 149 1434 1330 108 233 114 119 104 120 138
is_linear=0
shrinkage=0.0032998


Tree=5442
num_leaves=13
num_cat=0
split_feature=121 2 132 42 2 1447 52 1447 480 130 42 1
split_gain=0.407654 0.435458 0.319862 0.295631 0.191781 0.226918 0.258609 0.238465 0.209212 0.193055 0.188686 0.0186456
threshold=-0.070209999999999981 0.14870000000000003 -0.26631499999999991 0.11466000000000001 -0.085784999999999986 -0.079834999999999975 0.11628500000000001 -0.085894999999999985 0.094810000000000019 -0.015164999999999998 0.12031500000000002 0.14039500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 9 -7 -5 -3
right_child=1 11 3 10 5 8 -8 -9 -10 -11 -12 -13
leaf_value=0.018393741933156776 0.016359996288250522 -0.0048887977791321436 -0.0033586516237974462 -0.0095276217362813588 0.009585130486021878 0.010588036728987915 -0.009888615869886078 -0.0040083866353984544 0.015173008411283899 0.0040577144718275142 0.0020934695673012435 -0.0093810068361011353
leaf_weight=52 56 58 98 77 74 137 65 72 53 2094 81 52
leaf_count=52 56 58 98 77 74 137 65 72 53 2094 81 52
internal_value=0 0.00335253 0.00375998 0.00350284 0.00393381 0.00422097 -0.00105244 0.00286917 0.00470892 0.00445953 -0.0035586 -0.00702872
internal_weight=0 2917 2807 2751 2593 2495 211 146 2284 2231 158 110
internal_count=2969 2917 2807 2751 2593 2495 211 146 2284 2231 158 110
is_linear=0
shrinkage=0.16829


Tree=5443
num_leaves=9
num_cat=0
split_feature=403 47 1446 147 48 3 3 10
split_gain=0.243268 0.232188 0.220525 0.184791 0.246049 0.243958 0.303775 0.178632
threshold=-0.53447999999999996 0.13252500000000003 0.10498000000000002 0.097985000000000017 -0.07965499999999999 0.30863500000000005 0.11995000000000001 0.0033400000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6
right_child=1 -3 -4 -5 5 -7 -8 -9
leaf_value=-0.0063198699703412419 -0.0047778561276540866 -0.0075627935564345 -0.0066161309477987843 0.013539448974013723 0.0036091498530336878 -0.0042165949925085785 0.016074008085050745 0.012630139018576328
leaf_weight=77 98 55 60 53 2400 103 59 64
leaf_count=77 98 55 60 53 2400 103 59 64
internal_value=0 0.00325691 0.0034673 0.00368581 0.00349343 0.0038028 0.0041309 0.00384419
internal_weight=0 2892 2837 2777 2724 2626 2523 2464
internal_count=2969 2892 2837 2777 2724 2626 2523 2464
is_linear=0
shrinkage=0.16829


Tree=5444
num_leaves=13
num_cat=0
split_feature=130 403 11 43 1375 49 51 31 1 151 13 129
split_gain=0.210121 0.206872 0.206819 0.187761 0.166808 0.202077 0.213823 0.171657 0.212227 0.129161 0.114945 0.105852
threshold=-0.015164999999999998 -0.53447999999999996 0.095470000000000013 -0.086874999999999994 -0.14057999999999995 0.13110000000000002 0.12900500000000004 -0.077289999999999984 0.14547000000000002 -0.23315499999999997 -0.062109999999999992 0.086720000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 -3 6 7 -6 -9 -7 -8 -5
right_child=1 2 -4 11 5 9 10 8 -10 -11 -12 -13
leaf_value=0.014777314356474343 -0.006962599488239545 -0.0057573515614072184 -0.0072377066361146531 0.0082394669446890865 0.011176203390254442 0.0015623158940030048 0.015223307935567507 0.002773152753622595 -0.0080942356268827384 -0.0097941349004867055 0.0045546393953241121 -0.0018564578557600739
leaf_weight=71 69 66 62 67 67 56 61 2234 52 57 55 52
leaf_count=71 69 66 62 67 67 56 61 2234 52 57 55 52
internal_value=0 0.00213046 0.00236264 0.00791946 0.0025881 0.00280212 0.00312104 0.00277226 0.00252516 -0.00415026 0.0101804 0.00381271
internal_weight=0 2779 2710 190 2648 2582 2469 2353 2286 113 116 119
internal_count=2969 2779 2710 190 2648 2582 2469 2353 2286 113 116 119
is_linear=0
shrinkage=0.16829


Tree=5445
num_leaves=18
num_cat=0
split_feature=49 49 16 4 16 3 4 4 13 13 484 3 43 13 16 16 16
split_gain=0.292186 0.239192 0.250294 0.438885 0.302908 0.285428 0.300353 0.20856 0.204443 0.316312 0.338568 0.315934 0.392495 0.178796 0.174411 0.285914 0.00447647
threshold=-0.18178499999999997 -0.089614999999999986 -0.42170999999999997 0.2623950000000001 -0.085264999999999994 0.10402500000000002 -0.029404999999999997 0.42642000000000008 -0.087404999999999997 -0.085349999999999995 0.110365 -0.079774999999999985 0.05259500000000001 -0.086304999999999979 -0.51287499999999986 -0.54150999999999994 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 5 -5 8 -7 14 11 13 -11 12 -4 -10 15 -3 -13
right_child=1 2 3 4 -6 6 -8 -9 9 10 -12 16 -14 -15 -16 -17 -18
leaf_value=-0.0088945611693349042 0.010074038070127569 0.0073452880177650171 -0.0012701887745685163 -0.016932807664544285 -0.0012345505687630064 0.0020620048876064953 -0.013974473575271472 0.01318079747742374 0.0042994205596688954 0.0025693794905205965 -0.007920776644719154 0.0045658186097904232 -0.017365992917241915 0.015699691164354927 0.010564549950864331 -0.0080934046139709039 0.006947609573918055
leaf_weight=74 96 70 166 62 80 65 67 86 80 1625 92 52 58 77 63 66 52
leaf_count=74 96 70 166 62 80 65 67 86 80 1625 92 52 58 77 63 66 52
internal_value=0 0.00181272 0.00152482 0.000980341 -0.00810137 0.00153364 -0.00606411 0.00624883 0.00198991 0.00266871 0.00200625 -0.00188288 -0.00544587 0.00990208 0.00324408 -0.000133809 0.00577399
internal_weight=0 2857 2761 2476 142 2334 132 285 2202 1874 1717 328 224 157 199 136 104
internal_count=2931 2857 2761 2476 142 2334 132 285 2202 1874 1717 328 224 157 199 136 104
is_linear=0
shrinkage=0.16829


Tree=5446
num_leaves=18
num_cat=0
split_feature=2 133 4 1446 12 3 0 11 394 4 2 52 52 2 0 13 3
split_gain=0.649828 0.261764 0.324575 0.208852 0.197465 0.270486 0.208531 0.322853 0.306411 0.319765 0.205661 0.596964 0.367083 0.193157 0.129077 0.127554 0.0934284
threshold=0.25063000000000007 -0.24159999999999995 0.0067750000000000006 0.092380000000000018 0.11160500000000002 -0.065134999999999985 -0.082784999999999984 0.078065000000000009 -0.069384999999999988 0.08920500000000002 0.087635000000000005 0.11628500000000001 -0.018094999999999997 -0.0050599999999999994 -0.081224999999999978 -0.070594999999999977 -0.07929499999999999
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 6 -6 7 10 -8 13 11 -3 -12 -10 -5 -11 -1
right_child=-2 3 -4 14 5 -7 8 -9 9 15 12 -13 -14 -15 -16 -17 -18
leaf_value=0.0071092061357720003 -0.01700503531480756 0.0029280155477978192 0.017856744860843841 0.014431903403359989 -0.012477526157277102 0.0028511693058800862 -0.0096895461949028285 0.011577327898370031 -0.0060355652611460585 0.01813159707847822 0.002083839435130195 -0.014551705904475014 -0.0063793233562506116 0.0031921946505426568 0.0025808151696160267 0.0067624823275924196 -0.0026197351061530471
leaf_weight=60 54 594 61 53 71 60 52 63 69 52 241 61 364 910 52 62 52
leaf_count=60 54 594 61 53 71 60 52 63 69 52 241 61 364 910 52 62 52
internal_value=0 0.00162629 0.0079745 0.00121947 0.000921415 -0.00544304 0.00125996 -0.000177866 0.00292289 0.00352457 -0.000767051 0.00129739 -0.00300508 0.00253999 0.0085799 0.0119642 0.00257616
internal_weight=0 2877 173 2704 2599 131 2468 1323 1145 1093 1260 655 605 979 105 114 112
internal_count=2931 2877 173 2704 2599 131 2468 1323 1145 1093 1260 655 605 979 105 114 112
is_linear=0
shrinkage=0.16829


Tree=5447
num_leaves=25
num_cat=0
split_feature=1 1 2 12 2 14 4 2 13 4 39 4 52 15 13 15 42 52 4 2 158 16 1 15
split_gain=26.6929 4.57519 3.79306 3.05263 1.63821 1.12913 0.855648 1.15538 0.83472 0.794779 0.710035 0.649991 0.618033 0.584543 0.476211 0.445648 0.364642 0.358984 0.358119 0.333869 0.279998 0.186817 0.101924 0.0890818
threshold=0.11690500000000002 0.09518500000000002 0.16730000000000003 0.085845000000000019 0.13154000000000002 0.064610000000000015 0.27998000000000006 0.11891500000000001 -0.0015099999999999998 0.032770000000000001 0.08456000000000001 0.053330000000000009 -0.067494999999999986 -0.43091499999999999 0.036560000000000002 0.039965000000000007 -0.015084999999999998 -0.010394999999999998 -0.016339999999999997 0.11018500000000002 0.078875000000000015 -0.013125 0.10198500000000001 -0.072704999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 8 5 9 7 -2 10 14 -3 22 -11 -8 16 17 21 -16 -18 -10 23 -1 -5 -14
right_child=2 3 -4 11 -6 -7 13 -9 19 12 -12 -13 20 -15 15 -17 18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0014490698982135217 0.0008517541865883326 0.00018257843657000232 -0.00049686559523151304 0.001200161443158597 0.00069409909898074872 0.0016447882136900061 0.0004038262317777247 0.00025165830920782019 0.00098359124364868697 0.00076636456887978622 0.00067992412274202872 0.0009110969283232578 0.00099755777395275913 9.2736638699650136e-06 0.0011773175769725303 0.001294389638187201 0.0012362442388263476 0.00078800295335951275 0.0013575721939006835 0.00064397118136262405 0.0013494392438934859 0.001229956076932216 0.0013715378913749781 0.0011837742395829271
leaf_weight=251 79 53 62 73 54 88 97 63 81 53 77 68 70 71 53 101 739 52 428 53 65 54 93 53
leaf_count=251 79 53 62 73 54 88 97 63 81 53 77 68 70 71 53 101 739 52 428 53 65 54 93 53
internal_value=0 0.00119406 0.00024795 0.000909966 0.00126269 0.00127797 0.000397027 0.000585763 0.000666431 0.00126114 0.000477431 0.00118457 0.00108301 0.00023729 0.0012867 0.00113679 0.00130765 0.00098485 0.00128077 0.000849527 0.00117209 0.00141039 0.00129639 0.00107808
internal_weight=0 2559 372 498 2061 2007 310 142 264 1919 130 234 241 168 1678 206 1472 105 1167 134 188 305 166 123
internal_count=2931 2559 372 498 2061 2007 310 142 264 1919 130 234 241 168 1678 206 1472 105 1167 134 188 305 166 123
is_linear=0
shrinkage=0.0032998


Tree=5448
num_leaves=18
num_cat=0
split_feature=4 3 123 3 16 3 11 160 43 4 4 16 160 133 3 4 4
split_gain=11.9223 4.80742 2.49874 1.85847 1.32088 0.792431 0.658052 0.503467 0.488238 0.638193 0.862988 0.424742 0.950364 0.387248 0.381678 0.405214 0.153366
threshold=0.31392000000000003 0.28833000000000003 1.0000000180025095e-35 0.143375 -0.0071849999999999995 0.10265000000000001 1.0000000180025095e-35 -0.54883999999999988 -0.11366999999999998 -0.4950449999999999 -0.111135 -0.53870999999999991 -0.06146999999999999 0.086975000000000011 -0.10519499999999998 0.024470000000000002 0.50541500000000006
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 8 7 -1 -6 -10 -11 -2 -13 -4 -9 -16 -14
right_child=3 -3 13 -5 5 -7 -8 14 9 10 -12 12 16 -15 15 -17 -18
leaf_value=0.0016496582196544769 0.00089394717625959478 0.00035584222695589758 0.00097528522210889854 5.5149762051293342e-05 0.00099038036542095902 0.00081819656107433975 0.0016856639854344894 0.0010966909343900727 0.001487178660104053 0.00083112827110211275 0.0012416820958113591 0.00090712856636535652 0.00029958383819832831 0.00062372120949662365 0.0013556372437193501 0.0012012088260216747 0.00054292934023002942
leaf_weight=52 77 66 88 63 100 62 59 83 98 63 525 69 60 57 1127 227 55
leaf_count=52 77 66 88 63 100 62 59 83 98 63 525 69 60 57 1127 227 55
internal_value=0 0.00123582 0.00125866 0.000564436 0.00128414 0.00117912 0.00134165 0.001328 0.00120755 0.00123915 0.00119775 0.000687232 0.000600535 0.000837327 0.00131633 0.00132977 0.000416273
internal_weight=0 2607 2541 324 2396 848 1548 1489 786 686 588 261 184 145 1437 1354 115
internal_count=2931 2607 2541 324 2396 848 1548 1489 786 686 588 261 184 145 1437 1354 115
is_linear=0
shrinkage=0.0032998


Tree=5449
num_leaves=13
num_cat=0
split_feature=2 399 44 1452 1210 403 2 151 39 12 47 131
split_gain=0.559655 0.212676 0.185104 0.226898 0.169212 0.197136 0.171864 0.284414 0.247605 0.172539 0.207979 0.155775
threshold=0.25063000000000007 -0.066479999999999984 1.0000000180025095e-35 0.093915000000000012 -0.078184999999999991 -0.088099999999999984 0.08784500000000002 0.10280000000000002 0.10189000000000001 0.092755000000000018 0.096475000000000019 0.096950000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 9 8 -8 10 -6 -11
right_child=-2 2 -4 -5 6 -7 7 -9 -10 11 -12 -13
leaf_value=0.013560141709594966 -0.014100401654401422 -0.0097703805821313452 0.012751335698110546 -0.00789971251312656 0.0050383671373010301 0.0037476564316931663 0.003033358711351338 -0.010078911951794941 -0.0073164008881581536 -0.0014513351498150855 0.01406497103735924 0.00835108712911946
leaf_weight=55 54 62 54 55 888 60 1247 53 69 195 79 60
leaf_count=55 54 62 54 55 888 60 1247 53 69 195 79 60
internal_value=0 0.00318652 0.00298371 0.00279251 0.00300993 -0.00310744 0.00329867 0.00200145 0.00248934 0.00475045 0.00577766 0.000848072
internal_weight=0 2877 2822 2768 2713 122 2591 1369 1316 1222 967 255
internal_count=2931 2877 2822 2768 2713 122 2591 1369 1316 1222 967 255
is_linear=0
shrinkage=0.16829


Tree=5450
num_leaves=30
num_cat=0
split_feature=1 3 2 3 2 49 3 0 2 47 2 51 12 1429 156 12 47 2 9 0 1456 3 2 2 0 42 1 0 1
split_gain=8.22236 2.18653 0.847257 0.587581 0.963688 0.58323 0.743845 0.734373 0.512932 0.433801 0.469157 0.76744 0.649972 0.423986 0.428986 0.392532 0.526923 0.384699 0.343269 0.31652 0.307517 0.273862 0.329522 0.252945 0.234594 0.201142 0.187393 0.250105 0.134152
threshold=0.10398500000000001 -0.064349999999999991 0.097180000000000016 -0.23394499999999999 0.10573500000000001 -0.06017999999999999 -0.13827999999999999 -0.028049999999999995 -0.013084999999999998 0.10070000000000003 0.13881000000000002 0.083615000000000009 -1.0000000180025095e-35 0.084710000000000021 0.07881500000000001 0.084735000000000019 0.077735000000000012 0.082165000000000016 -1.0000000180025095e-35 -0.064994999999999983 -0.0022699999999999994 -0.016294999999999994 0.10052500000000002 0.10510500000000002 -0.081864999999999979 0.11517500000000001 0.089875000000000024 -0.096444999999999989 0.092485000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 -2 19 -4 -7 21 -1 10 11 18 -12 15 -15 16 17 -10 -3 -5 -19 22 -8 -24 -20 26 27 -17 -28
right_child=1 9 5 4 -6 6 7 -9 13 -11 12 -13 -14 14 -16 25 -18 20 24 -21 -22 -23 23 -25 -26 -27 28 -29 -30
leaf_value=0.00073724836873028982 0.0011424026577846391 0.00016060669493697506 0.00053686814765004575 0.0010785552472671934 0.00037914910147477684 0.0012704225341362699 0.00072836654661390002 0.00053293842858053288 0.0013409209434225103 0.00066337621434019113 0.00044583475939803652 0.0007940397076308701 -5.5126989728013033e-05 0.0010506673333099009 0.00064880767721337722 0.0011718812215527467 0.0014016955816194368 0.0012541412768725931 0.00035623791218523904 0.00073041575816991421 0.00098048853330918464 0.00072978888701947988 0.0012157360532519138 0.00095352803893375057 0.00063249732108661637 0.0011585127705951253 0.00080074820155252423 0.00099571162701462559 0.00097734948438264724
leaf_weight=71 52 61 54 60 55 53 56 66 52 76 60 60 53 54 64 102 65 56 94 56 248 73 53 183 53 92 85 769 115
leaf_count=71 52 61 54 60 55 53 56 66 52 76 60 60 53 54 64 102 65 56 94 56 248 73 53 183 53 92 85 769 115
internal_value=0 0.000565955 0.000978899 0.000833993 0.000740002 0.000863757 0.000900155 0.000854542 0.00101382 0.000435085 0.000389454 0.000464753 0.000210559 0.00102533 0.000833008 0.00103964 0.00112669 0.00107638 0.000369597 0.000910792 0.00103101 0.000912599 0.00095818 0.00101256 0.000456081 0.0010081 0.000995143 0.00101638 0.00090247
internal_weight=0 680 2311 223 171 538 484 431 1773 457 381 268 113 1702 118 1584 421 356 208 116 304 365 292 236 147 1163 1071 871 200
internal_count=2991 680 2311 223 171 538 484 431 1773 457 381 268 113 1702 118 1584 421 356 208 116 304 365 292 236 147 1163 1071 871 200
is_linear=0
shrinkage=0.0032998


Tree=5451
num_leaves=20
num_cat=0
split_feature=4 2 12 2 2 14 2 151 2 4 1429 4 4 40 43 2 2 12 4
split_gain=18.9207 8.58384 3.18818 1.4919 1.64312 1.37555 0.989733 1.14179 0.856654 0.689943 0.77399 0.601411 0.552743 0.526952 0.509817 0.498487 0.194125 0.0826731 0.0391657
threshold=0.31392000000000003 0.13501500000000002 -0.0089849999999999982 -0.0050599999999999994 0.097180000000000016 0.073890000000000011 0.097005000000000022 -0.048789999999999993 -0.069044999999999981 -0.27577999999999997 0.084845000000000018 0.0060300000000000015 -0.22295999999999996 -0.050089999999999989 -0.078409999999999994 0.14870000000000003 0.11504500000000002 0.094045000000000004 0.50609000000000004
decision_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 9 -8 -2 -4 11 -11 17 -10 -14 -3 -15 -9 -18
right_child=8 15 5 4 -6 -7 7 12 13 10 -12 -13 14 16 -16 -17 18 -19 -20
leaf_value=0.0007585687197967304 0.0010168432573738617 0.00086977185909212207 0.0019676168606872317 0.0017242100174747635 0.0010646584798134932 0.0019686267692747622 0.00096240787982511216 0.001581508195998494 0.00033650811844394433 0.0016222661438935946 0.0012892126797343856 0.001433235759829852 0.0016161657168168131 0.00083210907864238507 0.0013246042957736953 0.00044821820763084574 0.00052989720873158268 0.00177226023156472 0.00064823182551468025
leaf_weight=69 55 57 52 70 101 91 53 55 79 1361 96 216 93 52 233 67 64 57 70
leaf_count=69 55 57 52 70 101 91 53 55 79 1361 96 216 93 52 233 67 64 57 70
internal_value=0 0.00149057 0.00153186 0.00116932 0.00133486 0.00156956 0.00155315 0.00142176 0.000641284 0.00159053 0.00157879 0.0015964 0.00147727 0.000563204 0.00140789 0.000642281 0.0006593 0.0016789 0.000591977
internal_weight=0 2671 2547 240 171 2307 2216 491 320 1725 1673 1577 438 265 326 124 186 112 134
internal_count=2991 2671 2547 240 171 2307 2216 491 320 1725 1673 1577 438 265 326 124 186 112 134
is_linear=0
shrinkage=0.0032998


Tree=5452
num_leaves=20
num_cat=0
split_feature=1 1 39 14 42 13 49 41 39 13 448 1 42 1 13 42 13 1 1
split_gain=20.0706 2.68714 1.6316 1.05305 0.954547 1.2006 0.708649 0.728361 0.623096 1.11993 0.578635 0.517299 0.456271 0.343956 0.265821 0.250815 0.216535 0.116131 0.0125814
threshold=0.10398500000000001 0.12122500000000001 0.055555000000000007 0.073890000000000011 0.073240000000000013 0.090235000000000024 0.12603000000000003 0.077300000000000021 0.08955500000000001 -0.27740999999999993 -1.0000000180025095e-35 0.094165000000000013 0.12109500000000002 0.096315000000000026 -0.0073349999999999986 0.092110000000000011 -0.077274999999999996 0.13216000000000003 0.10985500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 5 14 7 10 9 -3 -1 -4 13 -12 -2 -10 -6 -11 -16
right_child=1 8 11 -5 16 -7 -8 -9 15 17 12 -13 -14 -15 18 -17 -18 -19 -20
leaf_value=0.001099962964989166 0.00085041582967220267 0.00030990692642841731 0.0012171363296716853 0.0017905032321204456 0.0010701632988794631 0.001251602075817457 0.0010733796632116733 0.0010351204746590662 0.00052105908970339113 0.0007200408270355862 0.0014630987601288213 0.00079508551464098592 0.0011408783360893212 0.0012711198139485627 0.00062946997396469656 0.00022626868331381193 0.0013521199481829678 0.00092883144351783408 0.00054700855483629548
leaf_weight=56 73 66 81 84 75 56 66 52 58 52 1754 53 54 111 53 70 52 73 52
leaf_count=56 73 66 81 84 75 56 66 52 58 52 1754 53 54 111 53 70 52 73 52
internal_value=0 0.000759797 0.00140487 0.00142667 0.000954917 0.000829411 0.00141205 0.00142306 0.000538877 0.000658488 0.00143326 0.00105047 0.00144296 0.00145169 0.000696389 0.000360121 0.00118589 0.000842256 0.000588967
internal_weight=0 680 2311 2177 361 234 2093 2027 319 191 1975 134 1919 1865 178 128 127 125 105
internal_count=2991 680 2311 2177 361 234 2093 2027 319 191 1975 134 1919 1865 178 128 127 125 105
is_linear=0
shrinkage=0.0032998


Tree=5453
num_leaves=20
num_cat=0
split_feature=3 2 3 1453 49 42 4 13 124 481 159 3 9 1 16 16 16 13 3
split_gain=0.40867 0.528536 0.405193 0.388267 0.300316 0.243867 0.502796 0.278021 0.22139 0.205141 0.20104 0.193879 0.231023 0.191387 0.186211 0.280095 0.233617 0.155326 0.0602334
threshold=-0.23098999999999997 0.098655000000000007 -0.10175499999999998 -0.076919999999999988 0.13906000000000002 0.10077000000000001 -0.079814999999999983 -0.065539999999999987 -0.077084999999999987 -0.085904999999999981 0.087930000000000022 -0.15327499999999997 -1.0000000180025095e-35 0.11329500000000002 0.24100000000000002 -0.40885499999999991 0.51343500000000009 0.098240000000000008 0.08796000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 3 -3 -2 8 9 -7 -8 -4 -5 14 -11 -13 -14 15 -10 -16 -1 -12
right_child=1 2 4 5 -6 6 7 -9 10 11 18 12 13 -15 16 -17 -18 -19 -20
leaf_value=0.022489298561102582 0.017922391565684558 -0.0094553264492860927 -0.0036768365906004697 -0.0022748087216859143 -0.0089112000011138844 0.025816272842191412 0.012336043675435632 -0.0026465260372491002 0.00083922310455866007 -0.0037676075013070289 -0.0048412852019766557 -0.00196523722521712 0.0064428098427245601 0.014105679886498863 -0.0061931723229255529 0.011783000360232294 0.0085307307863103071 0.009696455761934784 0.0029660014510447101
leaf_weight=53 86 82 91 86 55 54 96 55 91 54 59 87 1465 99 61 247 61 56 53
leaf_count=53 86 82 91 86 55 54 96 55 91 54 59 87 1465 99 61 247 61 56 53
internal_value=0 0.0054262 0.00174661 0.0068392 0.00302844 0.00636077 0.0118672 0.00686692 0.00402162 0.0057295 0.00524951 0.00613428 0.00645924 0.00692901 0.00680687 0.00884191 0.00115405 0.0159333 -0.00113072
internal_weight=0 2882 800 2082 718 1996 205 151 663 1791 572 1705 1651 1564 460 338 122 109 112
internal_count=2991 2882 800 2082 718 1996 205 151 663 1791 572 1705 1651 1564 460 338 122 109 112
is_linear=0
shrinkage=0.16829


Tree=5454
num_leaves=23
num_cat=0
split_feature=39 0 50 0 0 157 1 403 147 484 0 124 0 1 2 1 16 157 0 16 0 0
split_gain=0.2883 0.31074 0.302847 0.301824 0.272702 0.26841 0.316714 0.768304 0.269433 0.236673 0.232678 0.198986 0.165956 0.153809 0.0731431 0.0644361 0.135895 0.105326 0.0641219 0.0595613 0.0399053 0.0260585
threshold=0.10096000000000001 0.15312500000000004 1.0000000180025095e-35 -0.065939999999999985 -0.071379999999999985 -0.086864999999999984 0.077375000000000013 -0.0064299999999999991 0.091170000000000015 0.088135000000000005 -0.10228499999999999 -0.078224999999999989 -0.058589999999999996 0.10123500000000001 0.095785000000000023 0.091725000000000015 -0.077189999999999995 -0.00172 -0.081164999999999987 -0.0048749999999999991 -0.085089999999999985 -0.085824999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 15 19 9 -8 11 10 14 -9 -12 -6 -7 17 -17 21 20 -1 -19 -4
right_child=3 -3 4 -5 13 6 7 8 -10 -11 12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 -23
leaf_value=0.016433096484894463 0.0047597174064276772 0.017611193818398971 0.00055490137342178254 -0.011409395296632905 0.021794604187719505 0.015537265193059533 -0.017310185525076516 -0.0029698386263021866 -0.0075183256558951162 0.01348374966756162 0.0045953700505999067 0.0045797056386412604 -0.0027463977622473913 0.0092839339321355435 0.0070572640597005255 -0.0032334506415467768 0.0084590679928723198 0.0096365486908635938 0.0047092739340752641 0.0083492002315914138 0.01528289987775472 0.0059246400649016918
leaf_weight=52 69 56 52 62 59 66 59 116 69 95 921 660 96 54 53 52 61 125 56 54 52 52
leaf_count=52 69 56 52 62 59 66 59 116 69 95 921 660 96 54 53 52 61 125 56 54 52 52
internal_value=0 0.00518593 0.00493714 -0.00287913 0.00842947 0.00405897 0.00364739 0.00125293 0.00255118 0.00540433 0.00472709 0.00344885 0.00390058 0.015832 0.0117756 0.00656663 0.00306254 0.00773627 0.00972786 0.0123318 0.0113055 0.00325705
internal_weight=0 2860 2804 131 563 2241 2135 904 845 1231 1136 776 1017 113 119 450 113 337 233 106 177 104
internal_count=2991 2860 2804 131 563 2241 2135 904 845 1231 1136 776 1017 113 119 450 113 337 233 106 177 104
is_linear=0
shrinkage=0.16829


Tree=5455
num_leaves=13
num_cat=0
split_feature=0 12 2 12 1 1186 1444 48 48 2 4 4
split_gain=0.473558 0.427552 0.505723 0.313656 0.273197 0.260224 0.239253 0.203525 0.27515 0.20129 0.10468 0.1004
threshold=0.15628500000000004 -0.16423499999999996 0.13751000000000005 0.10544500000000001 0.10575500000000002 0.083785000000000012 -0.079889999999999975 -0.088899999999999993 -0.035574999999999989 0.10179000000000001 0.066300000000000012 0.48395000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 9 6 -3 -8 -9 -5 -4 -12
right_child=-2 2 10 4 -6 -7 7 8 -10 -11 11 -13
leaf_value=0.017236907449735866 -0.011855122994640378 -0.007124509262646535 -0.010299566328294254 0.011872250887188216 0.019805570343143484 -0.0061502582672512242 0.014426697070056766 -0.0054484423101200923 0.0044152730445655769 0.00011357836850351965 0.0032844771300760459 -0.0070643185623102487
leaf_weight=68 54 53 67 94 62 73 55 83 2172 74 54 52
leaf_count=68 54 53 67 94 62 73 55 83 2172 74 54 52
internal_value=0 0.00404226 0.00372559 0.00429812 0.0102432 0.00373607 0.00404225 0.00429923 0.00405142 0.00670353 -0.00508702 -0.00177534
internal_weight=0 2907 2839 2666 230 2436 2363 2310 2255 168 173 106
internal_count=2961 2907 2839 2666 230 2436 2363 2310 2255 168 173 106
is_linear=0
shrinkage=0.16829


Tree=5456
num_leaves=31
num_cat=0
split_feature=12 41 1447 15 15 16 16 51 11 15 160 48 15 52 160 12 52 16 42 16 13 484 16 157 12 1213 12 1209 49 15
split_gain=0.236284 0.256808 0.302329 0.300333 0.527576 0.886649 0.25045 0.240702 0.239718 0.208644 0.315698 0.247442 0.253304 0.187309 0.176874 0.176428 0.157251 0.19197 0.183509 0.153415 0.145375 0.141821 0.191837 0.154514 0.112314 0.106439 0.229221 0.14642 0.118928 0.0719737
threshold=0.083885000000000015 0.076195000000000013 -0.078554999999999986 0.015700000000000002 -0.0070899999999999991 0.022165000000000004 -0.0042299999999999994 -0.17370999999999998 0.086945000000000008 -0.2987999999999999 -1.0000000180025095e-35 0.081520000000000023 -0.076929999999999985 -1.0000000180025095e-35 -0.081969999999999987 -0.082039999999999988 0.10861000000000003 -0.0094449999999999968 0.085025000000000003 0.51430500000000012 -0.08156999999999999 -0.070839999999999986 0.41378500000000007 -0.069074999999999984 0.094305000000000014 0.087020000000000014 0.088885000000000006 0.094985000000000014 0.090520000000000017 -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 2 2 2 2
left_child=1 2 -1 4 9 -6 8 19 16 10 -4 12 -11 -5 -9 -13 17 25 -18 -8 29 -16 23 -23 -25 27 -27 28 -2 -20
right_child=6 -3 3 13 5 -7 7 14 -10 11 -12 15 -14 -15 21 -17 18 -19 20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.012111632393879912 0.0014579535372179549 0.0099352649950629757 0.005660665156518572 0.015706966453717112 -0.025081697016701227 0.0033731171613674751 0.011984540949502987 -0.0086791282750302012 0.016504806920867657 0.018722257839166846 -0.0096198575782032551 0.0059138322527393494 0.0040500006172260825 0.0021396184649153309 0.0068672800445172232 -0.0028519360736516557 0.015264755542987304 0.011242620516198499 0.0054077506306298628 0.001034592266328979 0.00069799225851256762 -0.010788378467784659 0.0075929991088474411 0.0027303185341314429 -0.0055377853946743383 0.016175971561817628 0.00048815990817292358 0.010941025082953113 0.0085430967747182358 0.014014770305841327
leaf_weight=54 737 82 64 57 60 64 83 66 53 52 95 109 94 59 84 161 81 95 55 65 90 56 60 111 80 53 53 57 74 57
leaf_count=54 737 82 64 57 60 64 83 66 53 52 95 109 94 59 84 161 81 95 55 65 90 56 60 111 80 53 53 57 74 57
internal_value=0 0.00093235 8.07559e-05 0.0008908 -0.000422794 -0.0103809 0.00415468 0.00128804 0.00538779 0.00172156 -0.00345791 0.00370553 0.00928804 0.00882182 -0.000618602 0.000680183 0.00495066 0.00401363 0.00848383 0.00718758 0.00575585 0.000737404 -0.000933974 -0.00301258 -0.000723356 0.0033067 0.00834902 0.00268886 0.00210666 0.00980415
internal_weight=0 951 869 815 699 124 2010 605 1405 575 159 416 146 116 457 270 1352 1069 283 148 202 391 307 247 191 974 106 868 811 112
internal_count=2961 951 869 815 699 124 2010 605 1405 575 159 416 146 116 457 270 1352 1069 283 148 202 391 307 247 191 974 106 868 811 112
is_linear=0
shrinkage=0.16829


Tree=5457
num_leaves=15
num_cat=0
split_feature=1203 130 41 39 124 3 16 43 43 1 43 1453 159 49
split_gain=0.205761 0.253109 0.200296 0.241055 0.248991 0.238615 0.198 0.36962 0.224896 0.231269 0.293952 0.282827 0.212987 0.225815
threshold=0.084485000000000018 0.0084900000000000028 0.092540000000000025 0.10096000000000001 -1.0000000180025095e-35 -0.24190499999999995 0.16703000000000004 -0.11158 -0.43328499999999998 0.080320000000000016 0.086765000000000023 -0.077314999999999981 0.040460000000000003 0.11151500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1 8 -8 -7 11 -11 -10 13 -9
right_child=1 -3 -4 4 -6 6 7 12 9 10 -12 -13 -14 -15
leaf_value=0.014228016747693896 -0.0096732334605328617 0.0053214214295481841 0.01306234504469176 0.0041917165731480688 -0.011163918990733955 0.012544742698495814 -0.013934675753273626 -0.0031117521668369628 -0.0068940253521925449 0.00029968094858418037 0.011485245342152908 0.0052409586206387812 0.010590466358083557 0.009261507934868728
leaf_weight=53 82 52 54 52 70 74 52 212 57 883 72 1138 58 52
leaf_count=53 82 52 54 52 70 74 52 212 57 883 72 1138 58 52
internal_value=0 -0.003841 0.00290265 0.00270416 -0.00460417 0.00304117 0.00281226 -0.000766451 0.00341489 0.00309982 0.00114487 0.00466063 0.00135452 -0.000667789
internal_weight=0 134 2827 2773 122 2651 2598 374 2224 2150 955 1195 322 264
internal_count=2961 134 2827 2773 122 2651 2598 374 2224 2150 955 1195 322 264
is_linear=0
shrinkage=0.16829


Tree=5458
num_leaves=14
num_cat=0
split_feature=0 41 41 130 4 132 399 13 51 4 4 4 133
split_gain=0.32017 0.209964 0.195877 0.155222 0.159866 0.13688 0.155559 0.147781 0.13664 0.226893 0.18081 0.101355 0.0281686
threshold=0.15628500000000004 0.093830000000000011 0.077915000000000012 -0.054924999999999995 -0.045759999999999988 1.0000000180025095e-35 0.091280000000000014 -0.08287499999999999 -0.019069999999999997 -0.029404999999999997 0.51367000000000018 -0.0069049999999999988 0.017095000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -7 9 -5 -10 12 -9
right_child=-2 -3 -4 5 -6 7 -8 11 10 -11 -12 -13 -14
leaf_value=0.0023191750173301991 -0.010673338822511352 0.012901582338795759 -0.0055165341827143385 0.0049394171168356781 -0.0083677276608129601 0.014590533298543224 -0.0059250305087870008 0.0097500501038579098 0.0030177879659826464 -0.0021806908136451715 0.012505912618398481 -0.0010410271526181663 0.0044266221943768192
leaf_weight=85 54 53 90 195 74 52 62 63 1695 362 59 63 54
leaf_count=85 54 53 90 195 74 52 62 63 1695 362 59 63 54
internal_value=0 0.00239926 0.0022036 0.00245563 -0.0026433 0.00276754 0.00238492 0.00667332 0.00260864 0.000308761 0.00333797 0.00437614 0.00730844
internal_weight=0 2907 2854 2764 159 2605 2373 232 2311 557 1754 180 117
internal_count=2961 2907 2854 2764 159 2605 2373 232 2311 557 1754 180 117
is_linear=0
shrinkage=0.16829


Tree=5459
num_leaves=15
num_cat=0
split_feature=33 0 12 12 43 43 133 52 52 49 3 3 151 3
split_gain=0.30144 0.24865 0.265747 0.227832 0.486135 0.274721 0.373684 0.247404 0.218429 0.199089 0.137367 0.337035 0.224907 0.21101
threshold=0.084300000000000014 0.13304000000000002 -0.16423499999999996 0.083885000000000015 -0.116045 -0.22491499999999998 0.046800000000000008 0.11628500000000001 0.048655000000000011 -0.089614999999999986 -0.14719499999999996 -0.097199999999999995 -0.083449999999999983 -0.18945499999999996
decision_type=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 -6 13 -12 -13 -7
right_child=-2 -3 3 5 7 10 -8 -9 -10 -11 11 12 -14 -15
leaf_value=0.013095642276010136 0.01437855291601596 -0.0081263656841438128 0.012861763616126752 -0.015275820902524696 0.0079271425512148653 0.0023741194245828919 0.0030384018536759143 -0.0098824003096204469 0.0078608767195696757 -0.0028822787131927551 -0.0071590555559362659 0.010269416899320647 0.0026862407087342123 0.015719169053815884
leaf_weight=58 53 73 68 56 53 77 72 98 73 532 93 120 1475 60
leaf_count=58 53 73 68 56 53 77 72 98 73 532 93 120 1475 60
internal_value=0 0.00156687 0.0018171 0.00158089 -0.000764165 0.00257123 -0.00496004 -0.00199215 -0.00081428 -0.00189989 0.00310043 0.0026829 0.00325789 0.00823178
internal_weight=0 2908 2835 2777 824 1953 128 756 658 585 1825 1688 1595 137
internal_count=2961 2908 2835 2777 824 1953 128 756 658 585 1825 1688 1595 137
is_linear=0
shrinkage=0.16829


Tree=5460
num_leaves=10
num_cat=0
split_feature=41 3 158 2 106 447 4 4 151
split_gain=0.780839 0.337587 0.320729 0.230633 0.19901 0.182042 0.264736 0.250435 0.152083
threshold=0.10138000000000001 0.31966500000000003 -0.4087349999999999 -0.14847999999999997 0.085275000000000004 0.089885000000000007 0.25367000000000006 0.42642000000000008 0.072810000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 -8 -5
right_child=-2 -3 3 4 -6 -7 7 -9 -10
leaf_value=-0.0081770110032215668 -0.018045096256494458 -0.0087609263144468111 0.013572767611593425 0.0030082192564907717 -0.0075539733899925758 0.012282816207614561 -0.0077102775924096428 0.003123511247696816 0.0098926833175420406
leaf_weight=75 54 75 57 2235 52 58 127 115 95
leaf_count=75 54 75 57 2235 52 58 127 115 95
internal_value=0 0.00237663 0.00267411 0.00297189 0.00274592 0.00295025 0.0027391 -0.00255457 0.00328969
internal_weight=0 2889 2814 2739 2682 2630 2572 242 2330
internal_count=2943 2889 2814 2739 2682 2630 2572 242 2330
is_linear=0
shrinkage=0.16829


Tree=5461
num_leaves=12
num_cat=0
split_feature=41 12 48 48 16 12 402 42 1 133 2
split_gain=0.540175 0.17993 0.189486 0.193225 0.333064 0.223284 0.194347 0.296746 0.177598 0.151766 0.0915702
threshold=0.10138000000000001 -0.19698999999999997 0.12036500000000001 -0.077289999999999984 -0.53342999999999996 0.11984500000000002 -0.11505499999999998 0.116275 0.085780000000000009 0.51396000000000008 0.13018000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 6 9 -8 -3 -6 -4
right_child=-2 2 10 4 5 -7 7 -9 -10 -11 -12
leaf_value=-0.0072144929060991838 -0.015008291296909664 0.0032712077084103316 -0.0098694942024445537 0.013509248836809651 0.012007093513526254 0.010789272196769955 0.002010958251158441 -0.010725585423891714 -0.0097335128029266797 0.0011259646187834762 8.3957324437005157e-05
leaf_weight=59 54 52 52 79 96 87 2231 53 69 59 52
leaf_count=59 54 52 52 79 96 87 2231 53 69 59 52
internal_value=0 0.00197666 0.00216892 0.00243833 0.0027441 0.00240672 0.00210697 0.00171462 -0.00412986 0.00787684 -0.00487549
internal_weight=0 2889 2830 2726 2605 2526 2439 2284 121 155 104
internal_count=2943 2889 2830 2726 2605 2526 2439 2284 121 155 104
is_linear=0
shrinkage=0.16829


Tree=5462
num_leaves=11
num_cat=0
split_feature=41 158 1453 3 9 48 1444 457 48 2
split_gain=0.373702 0.211144 0.23579 0.187189 0.196499 0.234899 0.340325 0.237603 0.190836 0.185877
threshold=0.10138000000000001 -0.4087349999999999 -0.082304999999999989 0.31966500000000003 0.089645000000000016 0.093225000000000016 -1.0000000180025095e-35 0.10284000000000001 0.097890000000000019 0.11203000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -4 -8 -7 -10
right_child=-2 2 3 -5 -6 8 7 -9 9 -11
leaf_value=-0.0071634250704066269 -0.012482549058980375 0.012411006885249366 0.015569308222028712 -0.0066335633600747325 0.011846680638106953 -0.011995786606443095 0.0016551008185461498 0.012958223400997925 0.0035676537947456539 -0.0059923587690556123
leaf_weight=75 54 59 53 75 55 53 2233 54 126 106
leaf_count=75 54 59 53 75 55 53 2233 54 126 106
internal_value=0 0.00164422 0.0018796 0.00165342 0.001886 0.00167661 0.00223263 0.00192277 -0.00288225 -0.000792539
internal_weight=0 2889 2814 2755 2680 2625 2340 2287 285 232
internal_count=2943 2889 2814 2755 2680 2625 2340 2287 285 232
is_linear=0
shrinkage=0.16829


Tree=5463
num_leaves=13
num_cat=0
split_feature=160 48 1375 3 13 3 16 16 160 16 42 52
split_gain=0.217172 0.162478 0.212391 0.194704 0.300395 0.219762 0.172952 0.267774 0.268973 0.0663497 0.0620825 0.103232
threshold=-0.54243999999999992 0.13661500000000001 -0.15308499999999997 0.110335 -0.11210999999999999 0.094635000000000011 -0.4136149999999999 -0.16956499999999999 -0.085819999999999994 -0.13800499999999996 0.096490000000000006 0.048245000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 9 6 10 -8 -9 -5 11 -4
right_child=1 -3 3 4 -6 -7 7 8 -10 -11 -12 -13
leaf_value=0.010155310245512706 0.011377743761191229 -0.0072679148875926013 0.010241525351416595 -0.0030211997572723681 -0.012655971000134053 0.010474639534655696 -0.0091839155147422618 -0.0035740697603003531 0.0017082036505625738 0.004577078907827414 0.00031104503847327836 0.0024190179438380553
leaf_weight=74 56 67 105 65 74 72 77 321 1821 65 57 89
leaf_count=74 56 67 105 65 74 72 77 321 1821 65 57 89
internal_value=0 0.00091856 0.00111495 0.000905005 -0.00409515 0.00130698 0.00103902 0.000564492 0.000915764 0.00076412 0.00522699 0.00666211
internal_weight=0 2869 2802 2746 204 2542 2470 2219 2142 130 251 194
internal_count=2943 2869 2802 2746 204 2542 2470 2219 2142 130 251 194
is_linear=0
shrinkage=0.16829


Tree=5464
num_leaves=9
num_cat=0
split_feature=41 160 41 10 52 147 149 16
split_gain=0.254757 0.152094 0.167951 0.321587 0.142084 0.215264 0.197242 0.24511
threshold=0.10138000000000001 -0.54243999999999992 0.083975000000000008 -0.092019999999999977 0.51326500000000019 0.096370000000000011 0.078320000000000015 -0.53592999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5
right_child=-2 2 -4 4 -6 -7 -8 -9
leaf_value=0.008759515882146832 -0.0104913693928448 -0.010462659742313826 0.010453458580926285 -0.0094822365282000651 -0.0055575535500720901 0.011933557916271707 -0.0083571304008242617 0.0015837299173867721
leaf_weight=73 54 70 52 58 88 53 61 2434
leaf_count=73 54 70 52 58 88 53 61 2434
internal_value=0 0.00117248 0.000975163 0.000796195 0.00108941 0.00131455 0.0010934 0.00132545
internal_weight=0 2889 2816 2764 2694 2606 2553 2492
internal_count=2943 2889 2816 2764 2694 2606 2553 2492
is_linear=0
shrinkage=0.16829


Tree=5465
num_leaves=16
num_cat=0
split_feature=1444 52 475 1348 133 50 393 0 51 128 43 0 2 13 52
split_gain=0.323435 0.2269 0.33735 0.266259 0.253427 0.211563 0.256965 0.297225 0.231939 0.225561 0.186298 0.141978 0.128025 0.283059 0.118351
threshold=-0.080829999999999985 -0.41694999999999993 -0.087994999999999976 0.084490000000000023 0.091315000000000021 0.077920000000000003 0.098060000000000008 0.148925 0.116525 0.094695000000000015 -0.051834999999999992 -0.074504999999999988 0.091185000000000002 0.0057500000000000008 0.078330000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 5 12 6 7 9 11 -4 -10 14 -2 -14 -7
right_child=1 2 3 -5 -6 8 -8 -9 10 -11 -12 -13 13 -15 -16
leaf_value=0.013137661679702893 0.0011841876660319234 -0.012062745970209017 -0.0012285799459289049 -0.012217906684146393 -0.0057256329807188261 0.0014465744059464318 -0.012490510021425472 0.011926752438599291 0.0039542950077015252 0.0080686467867698928 -0.00963893923063356 0.010826108335493394 0.016246700565157365 0.0016092105843393879 0.010135121319315378
leaf_weight=53 75 71 1817 52 56 218 52 53 52 77 63 94 84 68 56
leaf_count=53 75 71 1817 52 56 218 52 53 52 77 63 94 84 68 56
internal_value=0 -0.000128726 -0.000620991 -0.000299696 0.0043962 -4.92755e-05 -0.000813725 -0.000500941 0.00311084 -0.000849655 -0.00347681 0.00517437 0.00690113 0.00971017 0.00322889
internal_weight=0 2888 2605 2534 283 2482 1999 1947 483 1894 115 368 227 152 274
internal_count=2941 2888 2605 2534 283 2482 1999 1947 483 1894 115 368 227 152 274
is_linear=0
shrinkage=0.16829


Tree=5466
num_leaves=16
num_cat=0
split_feature=149 129 151 49 393 484 133 484 159 13 15 48 151 484 49
split_gain=0.275452 0.20287 0.194905 0.349548 0.183074 0.166369 0.337986 0.221473 0.330717 0.156651 0.378567 0.174599 0.15577 0.137044 0.106904
threshold=0.075040000000000009 0.10311000000000002 0.0041850000000000004 -0.06017999999999999 0.091475000000000015 0.0069400000000000009 0.086635000000000004 0.11837000000000002 0.093100000000000002 -0.17030499999999998 -0.082809999999999981 0.091775000000000009 -0.024429999999999997 -0.064309999999999992 0.091255000000000017
decision_type=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 -7 10 -1 13 -13 -11 -8
right_child=-2 -3 3 -5 -6 6 14 -9 -10 11 -12 12 -14 -15 -16
leaf_value=0.0047121861119354602 0.0098948761396377063 0.0082300893887150769 0.0015543813956079365 -0.016460614167930002 -0.0076637835858540089 -0.013454502097095965 0.0089127273866178233 0.0027979654601261012 -0.00012848627819631562 -0.0027766456173512989 -0.014433887975061984 -0.0005402812786640906 0.0087541350227014012 0.0011737647567762245 -0.001142488935684075
leaf_weight=56 79 79 64 58 88 143 68 62 84 297 61 78 146 1525 53
leaf_count=56 79 79 64 58 88 143 68 62 84 297 61 78 146 1525 53
internal_value=0 -0.000178395 -0.000417729 -0.0069954 -0.000115485 0.000141979 -0.00296536 -0.00609451 -0.0085312 0.000731811 -0.0052546 0.00107502 0.00550967 0.000528831 0.00449353
internal_weight=0 2862 2783 122 2661 2573 410 289 227 2163 117 2046 224 1822 121
internal_count=2941 2862 2783 122 2661 2573 410 289 227 2163 117 2046 224 1822 121
is_linear=0
shrinkage=0.16829


Tree=5467
num_leaves=25
num_cat=0
split_feature=1 47 4 3 156 47 1 15 3 1 15 1 4 4 151 15 15 43 12 402 1213 15 15 4
split_gain=16.0112 2.50696 2.20501 1.79616 1.06694 1.05991 1.20906 1.30192 0.911334 0.681059 0.620162 0.595378 0.591347 0.467885 0.453246 0.420651 0.484383 0.348328 0.282629 0.258891 0.248642 0.0814124 0.0642092 0.0321428
threshold=0.11156000000000001 0.084155000000000021 0.31392000000000003 -0.073614999999999986 0.10123000000000001 1.0000000180025095e-35 0.092395000000000019 0.025430000000000005 -0.039864999999999991 0.079225000000000004 -0.12776499999999999 0.12000500000000001 -0.50139499999999992 0.024470000000000002 -0.06189999999999999 -0.081149999999999986 0.062230000000000008 -0.07138499999999999 -0.073629999999999987 0.11225500000000001 0.031805000000000007 -0.071364999999999998 -0.14868999999999996 0.40441500000000002
decision_type=2 2 2 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 10 11 6 9 14 -3 15 22 -2 -12 19 -8 -5 -17 21 -13 20 -14 -15 -1 -20
right_child=1 8 -4 5 -6 -7 7 -9 -10 -11 12 18 13 17 -16 16 -18 -19 23 -21 -22 -23 -24 -25
leaf_value=0.0016795295060705335 0.00062804067831743256 0.0012463828020674646 0.00068572904355501609 0.0013069789327204856 0.00090181007702270881 0.001465025195343535 0.00087537235653475725 0.0012828129072471198 0.00071361197081571954 0.0014406130568859015 0.00166742748199736 0.00015665579473499587 0.0013452155046328232 0.0011695788886122364 0.00045627591123445168 0.00084828654338700831 0.0011831223183681602 0.00095234242389455434 0.00046222701434085875 0.0015095542850007233 0.0012102098618919557 0.0013606490917372181 0.0015061568158579489 0.00034785495794186877
leaf_weight=53 81 73 67 82 52 94 53 52 68 90 56 92 1166 52 61 92 99 61 55 94 177 55 55 61
leaf_count=53 81 73 67 82 52 94 53 52 68 90 56 92 1166 52 61 92 99 61 55 94 177 55 55 61
internal_value=0 0.000619382 0.00127726 0.00129382 0.000466159 0.00114108 0.00108345 0.000849424 0.000989694 0.00119037 0.00134759 0.00038765 0.0013317 0.00131997 0.000651428 0.00110774 0.00102202 0.00115367 0.000293867 0.00133939 0.00132745 0.00126812 0.00159156 0.000402387
internal_weight=0 482 2459 2392 341 623 529 166 141 363 1769 289 1661 1605 114 273 191 168 208 1437 1343 107 108 116
internal_count=2941 482 2459 2392 341 623 529 166 141 363 1769 289 1661 1605 114 273 191 168 208 1437 1343 107 108 116
is_linear=0
shrinkage=0.0032998


Tree=5468
num_leaves=10
num_cat=0
split_feature=1446 0 0 157 49 1452 13 403 484
split_gain=0.381931 0.172166 0.543808 0.19065 0.19654 0.157931 0.2344 0.354189 0.251513
threshold=0.11018500000000002 -0.23803499999999997 -0.22480499999999998 -0.22051999999999997 -0.15734499999999998 0.092465000000000006 -1.0000000180025095e-35 -0.0064299999999999991 0.062930000000000014
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 8 -8 -6
right_child=-2 2 3 4 5 -7 7 -9 -10
leaf_value=0.009933685060707546 0.014570069616559119 -0.015126335001273153 0.0093654879998710458 -0.0090697759631197181 0.00095846487244122811 -0.0075431599785161681 -0.0035482282113253332 0.0059103274438038686 -0.0045748678774982163
leaf_weight=57 58 61 74 57 1643 61 143 516 271
leaf_count=57 58 61 74 57 1643 61 143 516 271
internal_value=0 0.000774595 0.000589222 0.00093658 0.000704125 0.000916315 0.00111757 0.00385514 0.000174071
internal_weight=0 2883 2826 2765 2691 2634 2573 659 1914
internal_count=2941 2883 2826 2765 2691 2634 2573 659 1914
is_linear=0
shrinkage=0.16829


Tree=5469
num_leaves=26
num_cat=0
split_feature=3 3 123 457 42 49 0 3 13 0 49 0 0 52 42 13 13 52 159 51 3 0 13 13 159
split_gain=11.6999 4.01972 1.68146 1.37431 0.972733 0.897156 1.37758 0.703624 1.09763 0.684232 0.48785 0.469289 0.389505 0.459847 0.349065 0.500668 0.247001 0.358975 0.221438 0.153097 0.159588 0.255332 0.141639 0.123458 0.0409642
threshold=-0.063889999999999988 0.30863500000000005 1.0000000180025095e-35 0.092890000000000014 0.10321000000000001 -0.014479999999999998 -0.098064999999999986 0.11391500000000002 -0.00080499999999999983 -0.14164999999999997 -0.071579999999999991 -0.077364999999999975 -0.064994999999999983 -0.53896499999999992 0.099300000000000013 -0.0079349999999999993 -0.068484999999999976 -0.062309999999999997 0.11396500000000001 0.116525 -0.090704999999999994 -0.097424999999999984 -0.079369999999999982 -0.014549999999999999 0.088800000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 6 -1 8 -2 -7 -8 -10 18 -14 15 22 -15 -18 19 20 23 -22 -4 -11 -3
right_child=1 24 14 -5 -6 9 10 -9 11 12 -12 -13 13 16 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.00057207859177081525 0.00085022616101715267 0.00013655328236641514 0.00071070884520586005 0.00046581180607150707 0.00066045307928383858 0.0015509032304649446 0.0013371456244091681 0.00083827389720796867 0.001408557464819081 0.001508494762387771 0.00094272925721300296 0.0010906002533447035 0.0013607234499692868 0.00085842538587601984 0.00038929703441543256 0.00044294840678705638 0.00092471120533118732 0.001256096567159419 0.0010891922431335542 0.0011118629351252389 0.0010832311528689556 0.0012868683434045895 0.00095769288976373373 0.0013275205206329272 0.00026536348270496087
leaf_weight=52 85 57 52 52 66 90 97 91 141 56 54 81 76 52 52 54 60 92 69 57 74 1069 53 205 54
leaf_count=52 85 57 52 52 66 90 97 91 141 56 54 81 76 52 52 54 60 92 69 57 74 1069 53 205 54
internal_value=0 0.00078483 0.000874146 0.000975747 0.00103282 0.00124606 0.0010366 0.00109448 0.00117031 0.00126842 0.00119633 0.0012927 0.00125436 0.00114001 0.000625512 0.000702543 0.00105761 0.00112552 0.00127526 0.00128402 0.00129099 0.00127372 0.000835713 0.00136649 0.000199535
internal_weight=0 838 727 516 464 2103 203 398 307 1900 151 222 1810 280 211 159 204 152 1530 1461 1404 1143 105 261 111
internal_count=2941 838 727 516 464 2103 203 398 307 1900 151 222 1810 280 211 159 204 152 1530 1461 1404 1143 105 261 111
is_linear=0
shrinkage=0.0032998


Tree=5470
num_leaves=20
num_cat=0
split_feature=4 3 147 4 0 16 0 52 15 0 4 47 0 15 14 4 16 4 0
split_gain=19.8336 4.48486 1.68364 1.54276 1.87621 1.30447 1.79559 0.872041 0.796455 0.666607 0.652729 0.565997 0.523481 1.54163 0.998467 0.482905 0.438205 0.34102 0.319566
threshold=0.31392000000000003 0.18595000000000003 0.090355000000000019 -0.51843499999999987 -0.072924999999999976 0.066010000000000013 1.0000000180025095e-35 -0.014264999999999998 -0.43091499999999999 -0.10147999999999999 0.51292000000000015 0.091680000000000011 -0.10934999999999999 -0.13843999999999998 0.064610000000000015 0.065755000000000008 -0.48652999999999996 -0.46195999999999998 -0.097774999999999987
decision_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 12 6 7 -6 10 -10 -2 17 13 -5 -15 18 -12 -7 -14
right_child=8 -3 -4 4 5 11 -8 -9 9 -11 16 -13 15 14 -16 -17 -18 -19 -20
leaf_value=0.0020825471135498554 0.0011046222694306178 0.00069392775726673521 0.00095749159129005152 0.001913937659837268 0.0009769088904504565 0.0017556791328276371 0.00070150969142596608 0.00146905701986285 0.00069325824203069408 0.00026471919851572682 0.00088271377850426564 0.0012349115565379099 0.0018706926143122068 0.0012536313719175565 0.0017262386518583929 0.0013669253668564655 0.00045998648234518149 0.001502714534588994 0.0016226493289098205
leaf_weight=59 56 70 53 70 52 90 59 166 82 77 52 62 61 211 64 80 56 178 1385
leaf_count=59 56 70 53 70 52 90 59 166 82 77 52 62 61 211 64 80 56 178 1385
internal_value=0 0.00151902 0.00154131 0.00155349 0.00154088 0.00138103 0.00121344 0.00135183 0.000652912 0.000485948 0.000814571 0.0015216 0.00159272 0.00147548 0.00136375 0.0016192 0.000663848 0.0015878 0.00163314
internal_weight=0 2660 2590 2537 2478 607 277 218 323 159 164 330 1871 345 275 1526 108 268 1446
internal_count=2983 2660 2590 2537 2478 607 277 218 323 159 164 330 1871 345 275 1526 108 268 1446
is_linear=0
shrinkage=0.0032998


Tree=5471
num_leaves=10
num_cat=0
split_feature=49 46 15 2 13 3 15 13 4
split_gain=0.314989 0.270354 0.237122 0.340837 0.225837 0.441431 0.302579 0.146356 0.177423
threshold=-0.22463499999999997 0.081930000000000017 -0.54528999999999994 -0.10238999999999998 -0.23438999999999996 0.11391500000000002 -0.082809999999999981 -0.14847499999999997 -0.5109999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 7 -5 -6 -9
right_child=1 -3 3 4 5 -7 -8 8 -10
leaf_value=0.015034492334642631 0.013843486660210482 0.014822333302827643 -0.0090328704716545229 0.019085604408669622 -0.0055835502968680289 -0.010010325386778917 0.0015511927537388964 -0.0065917424909459846 0.0032395824359974139
leaf_weight=62 53 53 71 55 57 78 57 53 2444
leaf_count=62 53 53 71 55 57 78 57 53 2444
internal_value=0 0.00290489 0.00268403 0.00247329 0.00277166 0.00245582 0.0101779 0.00283724 0.00303019
internal_weight=0 2921 2868 2815 2744 2632 112 2554 2497
internal_count=2983 2921 2868 2815 2744 2632 112 2554 2497
is_linear=0
shrinkage=0.16829


Tree=5472
num_leaves=25
num_cat=0
split_feature=1 52 52 0 47 3 4 3 11 1 2 4 2 0 0 1 4 1 16 2 1 133 42 2
split_gain=30.1544 6.26233 3.14817 2.16259 2.10828 1.46209 1.31744 1.25053 1.21502 1.10796 1.00882 0.902137 0.778624 0.7138 0.628271 0.470872 0.418769 0.481775 0.312542 0.337559 0.253249 0.176454 0.191176 0.132296
threshold=0.10075500000000003 -0.41694999999999993 0.12484500000000003 -0.072924999999999976 0.07813500000000001 0.092005000000000017 -0.048309999999999992 -0.024819999999999998 0.074925000000000005 0.118385 0.12026500000000001 0.0043700000000000006 0.10433000000000002 -0.13955999999999996 0.060910000000000006 0.13074500000000003 -0.17006499999999999 0.080320000000000016 0.054560000000000004 0.087975000000000012 0.13130500000000003 0.11667000000000001 0.079335000000000003 0.089165000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 8 -3 -6 12 -4 11 -8 13 -1 16 -12 -5 21 19 -15 -13 22 -18 -20
right_child=1 2 9 14 7 -7 10 -9 -10 -11 15 20 -14 18 -16 -17 17 -19 23 -21 -22 -23 -24 -25
leaf_value=0.0014025931150971871 0.0016888331525078658 0.0010323692798227852 0.0016177253046604457 0.0017416983894020968 0.0014241596505821957 0.0011816968748399649 0.00032188401809273422 0.00073797376760691158 0.0020763205671681232 0.00095525436464525106 0.00049591294602929889 0.00090835685645569752 0.0013576201454540684 0.0017771417099180806 0.0011950602628115884 0.00013391142757512113 0.0014457728588876976 0.0011723119903939837 0.0014492933482403837 0.0016653223674561281 0.00062868326692020566 0.0013741370551946035 0.0016769905444950547 0.0016689052007544062
leaf_weight=81 91 55 53 66 54 59 69 63 95 58 68 79 74 876 93 93 74 57 61 465 66 73 92 68
leaf_count=81 91 55 53 66 54 59 69 63 95 58 68 79 74 876 93 93 74 57 61 465 66 73 92 68
internal_value=0 0.000877165 0.00076486 0.00164236 0.000661907 0.0016944 0.000554873 0.00105498 0.00171196 0.00127189 0.000484747 0.000633335 0.00169064 0.00170651 0.00143884 0.000287025 0.00150137 0.00144767 0.00172323 0.00173839 0.0007813 0.00151319 0.00157413 0.00156533
internal_weight=0 749 658 2234 547 1779 430 117 1720 111 375 214 1625 1551 455 161 362 296 1470 1341 145 239 166 129
internal_count=2983 749 658 2234 547 1779 430 117 1720 111 375 214 1625 1551 455 161 362 296 1470 1341 145 239 166 129
is_linear=0
shrinkage=0.0032998


Tree=5473
num_leaves=27
num_cat=0
split_feature=4 12 2 2 4 2 41 2 4 13 2 160 4 150 43 2 42 156 51 12 13 43 156 133 15 15
split_gain=33.9605 8.0058 4.40559 2.99746 2.92732 2.51932 1.89942 1.66884 1.5983 1.2057 1.13989 0.957372 0.924455 0.900341 0.730436 0.528048 0.564591 0.399001 0.392474 0.361529 0.328283 0.324162 0.270941 0.242324 0.198413 0.051113
threshold=0.31392000000000003 0.056995000000000011 0.10859000000000001 0.072175000000000017 -1.0000000180025095e-35 0.13084500000000002 0.075585000000000013 0.092645000000000019 -0.013634999999999998 -0.14258499999999999 0.14870000000000003 -0.075199999999999975 0.032770000000000001 0.081245000000000026 -0.028184999999999998 0.09036000000000001 0.11382000000000002 0.07881500000000001 -1.0000000180025095e-35 0.098785000000000012 -0.060719999999999989 -0.0039049999999999992 0.088360000000000008 0.0029250000000000005 -0.070974999999999983 -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 2 2
left_child=1 2 3 4 -1 6 12 17 -9 -4 11 -2 15 20 -11 16 23 -5 22 24 -13 -20 -17 -3 25 -14
right_child=10 5 9 7 -6 -7 -8 8 -10 14 -12 13 19 -15 -16 18 -18 -19 21 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.000798362353687577 0.0011709794437234616 0.0020905985379784872 0.00070523961966898548 0.0020034470067694459 0.0018430561883770943 0.0012511868333980531 0.0024760757793490015 0.0020430312779234497 0.0013350166943572966 0.0010185549451984224 0.00034452200804479226 0.00040887111630532387 0.0018381324230915905 0.0010794994681675016 0.00156961484015014 0.0022168253559968973 0.0017318080775515102 0.0023736967486446547 0.0019377055916086339 0.0015783379678912103 0.00073498133148650589 0.0017396979100167893 0.0019029697299304486 0.0019883810561648983 0.001974875553235971 0.0016763645574024958
leaf_weight=64 70 700 61 71 54 52 84 64 77 54 63 67 52 54 52 66 65 61 215 70 69 165 60 430 91 52
leaf_count=64 70 700 61 71 54 52 84 64 77 54 63 67 52 54 52 66 65 61 215 70 69 165 60 430 91 52
internal_value=0 0.00187697 0.00152533 0.0017171 0.00127674 0.0019703 0.00198852 0.00190731 0.00165663 0.00107612 0.000743701 0.00084029 0.00196767 0.000718271 0.00128922 0.00199609 0.00203436 0.00217481 0.00190563 0.00178512 0.000574583 0.00185182 0.00206765 0.00205173 0.00185917 0.00175759
internal_weight=0 2660 558 391 118 2102 2050 273 141 167 323 260 1966 190 106 1701 1195 132 506 265 136 380 126 1130 195 104
internal_count=2983 2660 558 391 118 2102 2050 273 141 167 323 260 1966 190 106 1701 1195 132 506 265 136 380 126 1130 195 104
is_linear=0
shrinkage=0.0032998


Tree=5474
num_leaves=17
num_cat=0
split_feature=480 1375 133 133 1429 0 16 14 1 16 133 43 12 12 12 2
split_gain=0.363016 0.198668 0.18068 0.402454 0.248874 0.294759 0.750658 0.291559 0.268481 0.229966 0.194476 0.333802 0.149525 0.103187 0.0639769 0.114638
threshold=-0.069294999999999982 -0.10702499999999998 0.11667000000000001 0.097115000000000021 0.086295000000000011 0.040570000000000002 0.033280000000000011 -0.24168999999999999 0.10075500000000003 0.065285000000000024 0.40408500000000008 -0.064179999999999987 0.087135000000000004 0.081685000000000021 0.099260000000000015 0.089255000000000015
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 -3 -9 -6 11 -4 -5 -8 15 -12
right_child=1 2 10 12 9 6 13 8 -10 -11 14 -13 -14 -15 -16 -17
leaf_value=0.016735899997924391 -0.0039114715032867913 0.014263287510193482 0.0050533473107378267 0.021897444742411867 0.0041282344497602834 -0.015447127294535137 0.012144577152381892 0.0059452796853776482 0.0013143538600407425 0.019046809592401286 0.0025133072203648689 -0.010221562363475364 0.0096898153876255454 0.0019120481165023251 0.00057392149942033887 0.012414616133266025
leaf_weight=75 71 98 79 53 52 70 53 1497 466 68 71 83 63 60 61 63
leaf_count=75 71 98 79 53 52 70 53 1497 466 68 71 83 63 60 61 63
internal_value=0 0.00486698 0.00508731 0.00559714 0.00512111 0.00472052 -0.00174492 0.00529547 0.00484685 0.0125971 0.0015406 -0.0027616 0.0152829 0.00672728 0.00512394 0.00718181
internal_weight=0 2908 2837 2480 2364 2244 183 2061 1963 120 357 162 116 113 195 134
internal_count=2983 2908 2837 2480 2364 2244 183 2061 1963 120 357 162 116 113 195 134
is_linear=0
shrinkage=0.16829


Tree=5475
num_leaves=31
num_cat=0
split_feature=1 3 2 51 2 12 1 1 0 49 12 12 3 0 1212 403 12 48 2 2 1 403 2 160 3 3 1 12 1 43
split_gain=16.993 2.76101 1.87505 0.980081 0.844525 0.754224 0.689067 0.622631 0.832921 0.740879 0.58476 0.521118 0.439291 0.430569 0.458011 0.476035 0.466705 0.351759 0.459132 0.500801 0.295589 0.286882 0.242828 0.23555 0.225836 0.217539 0.204443 0.192298 0.163891 0.124296
threshold=0.10331000000000003 -0.049204999999999992 0.10060500000000001 0.10532000000000001 0.11504500000000002 0.086445000000000008 0.10932500000000002 0.089680000000000024 -0.14867499999999997 -0.014479999999999998 0.11619500000000001 0.10488500000000002 -0.11017499999999998 -0.10726999999999999 0.090175000000000019 -0.081424999999999984 0.084735000000000019 0.097140000000000018 0.13554000000000002 -0.0050599999999999994 1.0000000180025095e-35 -0.072664999999999993 0.097005000000000022 -0.020114999999999997 -0.07792499999999998 0.081495000000000012 0.095920000000000019 0.095775000000000013 0.081315000000000012 -0.031974999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 6 11 28 -3 8 25 -9 23 12 -2 -10 16 -16 20 18 19 -8 -15 -11 -18 -7 -23 -1 -26 -25 -4 -29
right_child=1 3 5 -5 -6 10 17 9 13 21 -12 -13 -14 14 15 -17 22 -19 -20 -21 -22 24 -24 27 26 -27 -28 29 -30 -31
leaf_value=0.0019269456232889354 0.0015834583172674443 0.00088482378145053272 0.0011264512200133366 0.0010513358280555502 0.00080854134211649266 0.0015988070090079936 0.00038200498582354039 0.0010137950304070162 0.0012213256827969324 0.001633448901029804 0.0010493879760541157 0.00095419485696375018 0.0011946236375226856 0.0015798481076081904 0.0011419773553415938 0.0015345421374440996 0.0015002008961325542 0.00078413050946304918 0.0002801511725964189 0.00076542268064032435 0.0018281400941755769 0.001240200861905806 0.0012819489721519963 0.0014851196196556771 0.0015627902142748902 0.0016276900002980014 0.0012922611512229266 0.0013755559579826822 0.00086544363311443764 0.0011452858399887504
leaf_weight=60 52 84 56 69 70 53 68 58 63 59 67 53 85 250 75 63 833 54 78 83 69 90 62 67 82 52 52 52 53 57
leaf_count=60 52 84 56 69 70 53 68 58 63 59 67 53 85 250 75 63 833 54 78 83 69 90 62 67 82 52 52 52 53 57
internal_value=0 0.000850487 0.00143992 0.000689782 0.00111984 0.00123585 0.000621709 0.00148414 0.00151281 0.00135566 0.00132263 0.00123435 0.00134247 0.00149098 0.00150352 0.00132145 0.00152418 0.000543487 0.000486588 0.000592991 0.00163366 0.0014256 0.00148512 0.00140243 0.00137069 0.00178832 0.00145807 0.00134309 0.000999863 0.00125546
internal_weight=0 696 2273 436 260 405 367 1868 1527 341 296 190 137 1415 1352 138 1214 283 229 151 319 283 895 229 224 112 134 176 109 109
internal_count=2969 696 2273 436 260 405 367 1868 1527 341 296 190 137 1415 1352 138 1214 283 229 151 319 283 895 229 224 112 134 176 109 109
is_linear=0
shrinkage=0.0032998


Tree=5476
num_leaves=25
num_cat=0
split_feature=1 3 39 50 1 3 1 3 42 13 13 16 16 1 16 16 42 483 160 42 42 16 42 42
split_gain=21.498 3.52321 1.64466 1.14782 1.03787 0.776905 0.751873 0.659675 0.497579 0.517649 0.582671 0.49998 0.492328 0.485263 0.430962 0.376258 0.331286 0.671455 0.474013 0.432825 0.309372 0.281444 0.146473 0.0802696
threshold=0.10331000000000003 -0.049204999999999992 0.055555000000000007 0.10209500000000001 0.13612500000000002 0.090170000000000014 0.12500000000000003 0.13772500000000001 0.12219000000000001 0.032645000000000007 -0.15325499999999995 0.044620000000000007 -0.40430999999999989 0.086215000000000014 0.067035000000000011 -0.0060749999999999997 0.088185000000000013 -0.070084999999999981 -0.089599999999999985 0.089110000000000009 0.089975000000000013 -0.042884999999999993 0.086510000000000017 -0.048604999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 8 4 5 15 14 -7 9 10 -1 21 -6 -4 22 -3 17 -12 -19 -18 -21 23 -2 -11
right_child=1 3 13 -5 12 7 -8 -9 -10 11 16 -13 -14 -15 -16 -17 19 18 -20 20 -22 -23 -24 -25
leaf_value=0.0011998379178586574 0.00094790303274345253 0.00063209479022077459 0.0012677928664731608 0.0010779931776827003 5.9019256547066717e-05 0.0010677883678986682 0.00075037809686839168 0.00058434582214560236 0.0011837417265261013 0.0014268502733705518 0.0018576536543627141 0.001111014026529706 0.00048986294922369431 0.00084519288168936749 0.0013729563142830024 0.00027865342726331947 0.0012033939639835203 0.0016835134325778069 0.0015021902996742696 0.0017277357555628709 0.0014618860582053144 0.0016516342227924292 0.0011828657368291732 0.0012609020731245313
leaf_weight=64 61 88 71 52 53 71 53 55 60 95 76 69 64 52 86 53 66 195 900 55 462 52 60 56
leaf_count=64 61 88 71 52 53 71 53 55 60 95 76 69 64 52 86 53 66 195 900 55 462 52 60 56
internal_value=0 0.000798664 0.0014616 0.000617182 0.000554688 0.000668355 0.00110286 0.000857041 0.00148288 0.00149145 0.00151171 0.00135593 0.000294996 0.00108942 0.00119294 0.000499491 0.00152306 0.00155552 0.00153451 0.00145782 0.00149024 0.001439 0.0010647 0.00136554
internal_weight=0 696 2273 436 384 267 260 126 2150 2090 1818 272 117 123 207 141 1754 1171 1095 583 517 203 121 151
internal_count=2969 696 2273 436 384 267 260 126 2150 2090 1818 272 117 123 207 141 1754 1171 1095 583 517 203 121 151
is_linear=0
shrinkage=0.0032998


Tree=5477
num_leaves=26
num_cat=0
split_feature=4 39 0 43 150 0 0 0 14 150 4 0 4 475 132 0 4 43 49 399 4 49 43 0 0
split_gain=25.6407 6.42779 1.55437 1.40666 1.49484 0.946765 1.15405 0.902486 0.766375 1.15641 0.532468 0.849123 0.371237 0.365986 0.299306 0.274799 0.271261 0.359928 0.268278 0.258455 0.253513 0.240414 0.227268 0.179526 0.0698333
threshold=0.31392000000000003 0.08252000000000001 -0.068669999999999995 -0.00088499999999999983 0.082085000000000019 -0.15530999999999998 -0.10114999999999998 -0.071299999999999988 -0.45687499999999998 0.081245000000000026 -0.50393499999999991 -0.068669999999999995 0.5567700000000001 -0.086299999999999988 0.082230000000000011 -0.098749999999999991 0.0054350000000000015 -0.077224999999999988 0.082820000000000019 0.087840000000000015 -0.068809999999999996 -0.0086549999999999978 0.0062300000000000003 -0.085674999999999987 -0.095909999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 21 7 5 -5 22 13 -2 12 -8 -12 15 -1 18 -10 19 24 20 23 -9 -3 -7 -15 -18
right_child=8 2 -4 4 -6 6 10 14 9 -11 11 -13 -14 16 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0014886173080751088 0.00093405830323246624 0.0011461765157193241 0.00076612001592911894 0.0019114636015821996 0.001122547133194208 0.0010710270800481309 0.0019006108513043088 0.0018155182337485937 0.00042241492640660353 0.00087461868892871428 0.0016574902318007745 0.001368338625011928 0.00055678744273274748 0.001821587133081178 0.0013152473270711905 8.3778829550286478e-05 0.0016626382471476974 0.0014225240059442339 0.0014233311606564698 0.0019769663011958405 0.0015462484361690246 0.0014485254386793858 0.0013833916443385208 0.0017274439315920003 0.0018407150391188971
leaf_weight=59 61 52 103 88 84 53 60 73 52 72 367 161 75 389 54 53 60 59 73 70 87 69 52 591 52
leaf_count=59 61 52 103 88 84 53 60 73 52 72 367 161 75 389 54 53 60 59 73 70 87 69 52 591 52
internal_value=0 0.0016002 0.00106487 0.00164949 0.00154226 0.00158735 0.00154615 0.00170866 0.000601457 0.000520806 0.00160325 0.00156939 0.000379085 0.00174637 0.00154038 0.00025182 0.00175879 0.00163436 0.0015924 0.00177902 0.00166932 0.00131888 0.00122606 0.00176485 0.00174563
internal_weight=0 2656 224 2432 865 781 693 1567 313 252 588 528 180 1280 287 105 1221 171 233 1050 160 121 105 980 112
internal_count=2969 2656 224 2432 865 781 693 1567 313 252 588 528 180 1280 287 105 1221 171 233 1050 160 121 105 980 112
is_linear=0
shrinkage=0.0032998


Tree=5478
num_leaves=29
num_cat=0
split_feature=1 12 2 2 4 2 131 1 0 12 4 39 50 0 3 3 160 4 3 3 0 12 0 42 42 160 3 4
split_gain=32.9504 7.75098 5.24322 2.25257 1.49935 1.46763 1.32434 1.0133 1.548 0.99369 0.926429 0.857 0.753979 0.797184 0.676917 0.59448 0.501395 0.695093 0.685509 0.604198 0.419594 0.375448 0.492552 0.346347 0.222233 0.183387 0.091272 0.071282
threshold=0.10075500000000003 -1.0000000180025095e-35 0.11466000000000001 0.10796500000000002 -0.111135 0.14290000000000003 0.082750000000000004 0.089745000000000019 -0.14867499999999997 0.090745000000000006 0.22276500000000002 1.0000000180025095e-35 0.08568000000000002 -0.099704999999999974 -0.072649999999999978 0.081495000000000012 0.079515000000000016 0.020110000000000006 -0.13392999999999997 -0.096099999999999977 -0.071299999999999988 -0.089399999999999993 -0.062714999999999979 0.085695000000000007 0.090435000000000015 0.26411500000000004 -0.084324999999999997 -0.076164999999999997
decision_type=2 2 2 2 2 2 2 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 4 7 -3 10 20 8 15 -5 -4 -2 13 -9 -11 -1 17 18 -10 -20 -6 -13 -23 -19 -15 26 -18 -14
right_child=1 2 5 9 6 -7 -8 12 16 14 -12 21 27 24 -16 -17 25 23 19 -21 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=0.0026480452984721879 0.00040268360346103996 0.0021995426220828879 0.0015300167838055076 0.0013346587243606471 0.0015270638425570636 0.00055200725105355498 0.0018931307361554368 0.0013763475752198301 0.0023884491592099607 0.0019944013321881592 0.00095127290793924437 0.0009950336000295421 0.0021154013986233282 0.0017309805459541998 0.0015944225937649192 0.0021621651185936355 0.0021411158115510437 0.0015408523546905969 0.0017597150893978617 0.0020248070648816703 0.0011484126884937183 0.00049414933145942744 0.00092085929854362201 0.0019260003806269438 0.0019971177112449181 0.0020183767306244855 0.0023316944622421096 0.0019455083355296432
leaf_weight=60 65 55 52 67 87 57 95 55 53 99 73 93 74 84 89 53 55 52 105 1071 52 58 61 53 63 57 75 56
leaf_count=60 65 55 52 67 87 57 95 55 53 99 73 93 74 84 89 53 55 52 105 1071 52 58 61 53 63 57 75 56
internal_value=0 0.00117348 0.00143115 0.00197437 0.00170761 0.000991971 0.00159184 0.00201231 0.00204627 0.00168173 0.00119231 0.000735203 0.00184503 0.00171777 0.00180524 0.00242047 0.00201845 0.0019957 0.0020179 0.00200117 0.00138566 0.000836989 0.000713179 0.0017356 0.00184528 0.00218052 0.00225134 0.00204249
internal_weight=0 748 471 2221 289 182 234 1966 1634 255 125 277 332 202 188 113 1521 1334 1229 1176 139 212 119 105 147 187 130 130
internal_count=2969 748 471 2221 289 182 234 1966 1634 255 125 277 332 202 188 113 1521 1334 1229 1176 139 212 119 105 147 187 130 130
is_linear=0
shrinkage=0.0032998


Tree=5479
num_leaves=21
num_cat=0
split_feature=1 10 43 2 1429 1 2 52 10 12 159 49 480 156 49 16 12 1 12 2
split_gain=0.613115 0.590716 0.454171 0.46001 0.376932 0.252662 0.282811 0.24444 0.22504 0.222656 0.237168 0.177822 0.17326 0.193241 0.177952 0.211176 0.134308 0.133351 0.117784 0.0780808
threshold=0.10075500000000003 -0.084119999999999986 0.082870000000000013 -1.0000000180025095e-35 0.087700000000000014 0.12963000000000002 0.11523000000000001 -0.022529999999999998 0.088340000000000016 0.10253500000000002 0.11396500000000001 -0.016594999999999995 -0.065749999999999989 -0.03238499999999999 0.12314000000000001 0.24100000000000002 0.10682000000000001 0.10835000000000002 0.11878500000000002 0.12141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 8 9 6 11 -7 -3 10 12 -5 -1 -14 15 -15 -11 -13 -18 -8
right_child=1 2 -4 5 -6 7 19 -9 -10 16 -12 17 13 14 -16 -17 18 -19 -20 -21
leaf_value=0.020180340739187952 0.019147162471156848 -0.011835175253295889 -0.010350256645842324 -0.00012367927021764562 -0.0015889884512102148 0.0046893396618850778 -0.0070983494233056417 0.020223068882329245 0.0029183815573630379 -0.0011932887891759685 0.00095273683900786051 0.014273370601334765 0.020536982113833459 0.010859740977775192 0.020357521436047486 0.0036473709758552113 0.011635778345089129 0.0052816187807030145 0.0024623303598488859 0.0014226717813368211
leaf_weight=60 69 65 67 63 78 52 53 65 53 64 66 103 58 1553 52 125 97 87 68 71
leaf_count=60 69 65 67 63 78 52 53 65 53 64 66 103 58 1553 52 125 97 87 68 71
internal_value=0 0.00430705 0.00279636 0.00423855 0.00988263 0.00649515 0.00436781 0.0133345 -0.00519335 0.010301 0.0108953 0.00759631 0.0112494 0.0109487 0.0106262 0.0103235 0.00532637 0.0101656 0.00786609 -0.00220489
internal_weight=0 748 679 612 2221 494 377 117 118 2143 1914 253 1848 1788 1730 1678 229 190 165 124
internal_count=2969 748 679 612 2221 494 377 117 118 2143 1914 253 1848 1788 1730 1678 229 190 165 124
is_linear=0
shrinkage=0.16829


Tree=5480
num_leaves=17
num_cat=0
split_feature=2 9 13 2 14 39 16 123 16 2 13 16 51 39 16 13
split_gain=12.666 6.54615 3.05542 2.37097 1.82412 1.60392 1.03361 1.00396 0.756718 0.609868 0.607559 0.559764 0.545 0.499918 0.494096 0.163689
threshold=0.11891500000000001 -1.0000000180025095e-35 -0.27740999999999993 0.14870000000000003 0.064610000000000015 0.0047850000000000011 -0.4193599999999999 0.086020000000000013 0.058455000000000007 0.092155000000000015 -0.0066549999999999986 -0.082469999999999974 0.0045000000000000014 0.087990000000000013 -0.16153499999999996 -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 7 5 6 10 8 15 12 -4 -11 -8 -7 -5 -2
right_child=3 2 4 14 -6 13 9 -9 -10 11 -12 -13 -14 -15 -16 -17
leaf_value=0.00056058161149848281 0.00080269559174718703 0.00078645637339123627 0.0014006952373334181 0.00015813276659540026 0.0019270366447856787 0.00085621334035187134 0.0015552989262006495 0.00056670541709255443 0.0013810086163371816 0.0011798454284360786 0.00097145313655316878 0.0014520569797846475 0.0013553416511937993 0.0012631211213525624 0.00057320907615492317 0.0010552488111887461
leaf_weight=93 60 73 81 53 93 52 1300 54 61 101 66 485 171 93 77 56
leaf_count=93 60 73 81 53 93 52 1300 54 61 101 66 485 171 93 77 56
internal_value=0 0.00142091 0.00145271 0.000761201 0.00147262 0.00145461 0.00147678 0.000961926 0.0010823 0.00149595 0.00120821 0.0014052 0.00153208 0.00111744 0.000404257 0.000924922
internal_weight=0 2608 2515 361 2442 2349 2204 231 177 2057 147 586 1471 145 130 116
internal_count=2969 2608 2515 361 2442 2349 2204 231 177 2057 147 586 1471 145 130 116
is_linear=0
shrinkage=0.0032998


Tree=5481
num_leaves=15
num_cat=0
split_feature=4 130 456 1456 403 1212 43 43 41 403 484 457 43 4
split_gain=0.645564 0.284353 0.229338 0.225068 0.220218 0.208568 0.310315 0.292019 0.225383 0.171272 0.152982 0.118543 0.098304 0.137494
threshold=0.50291500000000011 -0.14324999999999996 0.084955000000000017 -0.23557499999999995 -0.5407249999999999 -0.074449999999999988 -0.46052499999999996 0.0034500000000000004 0.075585000000000013 0.41700000000000004 -0.084519999999999984 -0.0056599999999999992 -0.079109999999999986 0.51395000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 7 -7 9 -8 -6 -4 -12 -2 -14
right_child=12 2 10 4 5 6 8 -9 -10 -11 11 -13 13 -15
leaf_value=0.021812099501192568 0.0051419182952197606 0.019117078734958402 0.022239954161995302 0.01770358261494356 0.025829418345239101 -0.0045871304085005052 0.0077622849793763547 0.0036769663291069694 0.015002221107488686 0.01251069964551923 0.006520985049922364 0.017372920772379643 0.0032085788301078255 -0.0078508814562996045
leaf_weight=52 56 59 58 73 54 55 2076 52 130 57 62 54 54 77
leaf_count=52 56 59 58 73 54 55 2076 52 130 57 62 54 54 77
internal_value=0 0.00945889 0.00922293 0.0088188 0.00857475 0.00829909 0.00787815 0.014127 0.00818975 0.0190063 0.0151491 0.0115882 -0.000747134 -0.00327831
internal_weight=0 2782 2730 2556 2497 2424 2261 163 2206 111 174 116 187 131
internal_count=2969 2782 2730 2556 2497 2424 2261 163 2206 111 174 116 187 131
is_linear=0
shrinkage=0.16829


Tree=5482
num_leaves=30
num_cat=0
split_feature=1 4 2 3 14 2 1 52 3 4 3 3 12 12 159 2 12 12 483 0 0 483 0 4 52 52 2 2 2
split_gain=17.4654 2.15412 1.51233 1.34356 1.03481 0.782397 0.758688 0.622648 0.584385 0.75478 0.569143 0.537952 0.518387 0.411163 0.386701 0.462394 0.330518 0.302834 0.301394 0.278007 0.235927 0.224544 0.20652 0.131415 0.129894 0.111474 0.18554 0.0944722 0.0267194
threshold=0.10398500000000001 0.50291500000000011 0.098655000000000007 -0.049204999999999992 0.064610000000000015 0.10393500000000001 0.12122500000000001 0.060690000000000008 -0.13117499999999996 -0.085594999999999991 -0.096099999999999977 -0.076289999999999983 0.078120000000000009 -0.0066799999999999993 0.083310000000000009 0.11203000000000002 0.092995000000000008 0.084065000000000015 0.089065000000000019 -0.064994999999999983 -0.074309999999999973 -0.14014999999999997 -0.087734999999999994 0.0047050000000000008 0.096795000000000006 0.087525000000000006 0.08511500000000001 0.086895000000000014 0.10433000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 8 19 -3 14 -1 17 -4 16 13 -11 15 -5 -12 -10 21 -2 28 -14 -8 24 -22 26 -19 -20 -13
right_child=1 6 10 7 -6 -7 22 -9 9 12 11 20 18 -15 -16 -17 -18 25 27 -21 23 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0010813278111276162 0.0014012881997688066 0.00078526032932608254 0.00094320612792376417 0.00088597890368941989 0.0017690766465515806 0.00082419448445751836 0.00047341510360043659 0.0010516876179170454 0.0017593616757568173 0.0013610403502179542 0.0016088061597201611 0.0010992928459888592 0.0016171219941430459 0.0010212140559791537 0.00041623763436132467 0.00055194668786991532 0.0012603396709953451 0.0015528733028410166 0.0013279059418696271 0.0010816759977959687 0.0014319690558446756 0.0013967455171959786 0.00020592782120075045 0.0011078359958757462 0.0011956921209164899 0.0016263198385272305 0.0012845497995491518 0.0011264228103568595 0.00098259538333162594
leaf_weight=67 62 53 83 97 81 81 54 53 68 78 59 53 55 80 57 86 63 68 53 60 53 1102 77 55 55 53 52 57 54
leaf_count=67 62 53 83 97 81 81 54 53 68 78 59 53 55 80 57 86 63 68 53 60 53 1102 77 55 55 53 52 57 54
internal_value=0 0.000757014 0.00135944 0.00087021 0.00140295 0.0010769 0.000451685 0.000726888 0.00138582 0.00139804 0.00119319 0.00124603 0.00136896 0.0011892 0.000655014 0.000729195 0.00142915 0.00156983 0.00139135 0.00124439 0.00116316 0.00140725 0.000316459 0.00124331 0.00131197 0.00149513 0.00143689 0.00122382 0.00104073
internal_weight=0 680 2289 496 1814 203 184 293 1733 1666 475 392 1425 158 240 183 122 241 1267 122 270 1157 131 163 108 173 120 110 107
internal_count=2969 680 2289 496 1814 203 184 293 1733 1666 475 392 1425 158 240 183 122 241 1267 122 270 1157 131 163 108 173 120 110 107
is_linear=0
shrinkage=0.0032998


Tree=5483
num_leaves=21
num_cat=0
split_feature=4 12 4 160 42 15 151 484 151 151 16 12 1212 12 12 4 16 16 401 4
split_gain=0.525086 0.349668 0.294928 0.249818 0.234579 0.187527 0.276296 0.317742 0.239673 0.437818 0.212443 0.238823 0.246836 0.191883 0.158866 0.147475 0.126078 0.0881365 0.0790323 0.0677963
threshold=0.31392000000000003 0.093065000000000009 0.51292000000000015 -0.53327999999999987 0.13800000000000004 0.084630000000000025 -0.092609999999999984 0.11628500000000001 -0.086249999999999979 -0.079914999999999986 0.054560000000000004 0.087745000000000004 0.08401500000000002 0.084595000000000017 0.083705000000000016 0.42642000000000008 -0.079519999999999993 -0.47730499999999992 -0.099114999999999995 -0.081579999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 -1 5 6 14 8 -8 -10 11 12 13 -7 -5 -2 19 -4 -18 -13
right_child=1 -3 17 4 -6 10 7 -9 9 -11 -12 16 -14 -15 -16 -17 18 -19 -20 -21
leaf_value=0.00068480204755033962 0.0046814879722222053 -0.009503967510111783 0.0026239674068970044 0.022252353230684006 0.020321720387253082 0.028543759768494281 -0.0024042891601547788 0.018565473758426376 0.017135959496286435 0.006345642726676478 0.0037370325488831884 0.0042596203904419552 0.0080623512580799209 0.016098038673496944 0.010752796606194753 0.015131868100703216 0.0071467320862404794 -0.0068037155988441263 0.0143107872198538 0.0097194460155645788
leaf_weight=99 89 62 56 54 54 53 76 68 117 1215 99 109 68 108 95 68 57 56 203 163
leaf_count=99 89 62 56 54 54 53 76 68 117 1215 99 109 68 108 95 68 57 56 203 163
internal_value=0 0.00188008 0.0045106 0.00899806 0.0093215 0.00908174 0.00801423 0.00731462 0.00676998 0.00729479 0.0110968 0.0120518 0.016608 0.0202062 0.0149325 0.00921921 0.0100872 -0.00207383 0.0127471 0.00753811
internal_weight=0 331 269 2638 2539 2485 1625 1476 1408 1332 860 761 229 161 149 157 532 112 260 272
internal_count=2969 331 269 2638 2539 2485 1625 1476 1408 1332 860 761 229 161 149 157 532 112 260 272
is_linear=0
shrinkage=0.16829


Tree=5484
num_leaves=23
num_cat=0
split_feature=1 52 1 14 12 47 12 160 2 12 51 52 1 12 483 12 2 403 132 1 1 2
split_gain=27.1313 3.59484 2.78287 1.67399 1.73002 1.38719 1.35648 1.05567 0.735987 0.680182 1.02668 0.910499 0.564089 0.50708 0.409263 0.348964 0.314109 0.280182 0.321924 0.255602 0.215402 0.198758
threshold=0.10398500000000001 -0.24841999999999997 0.13601500000000002 0.064610000000000015 -0.085549999999999973 0.07813500000000001 0.11755500000000001 -0.081969999999999987 1.0000000180025095e-35 0.056995000000000011 -0.096089999999999981 -0.079689999999999997 0.15314500000000003 0.087805000000000008 -0.039084999999999988 -1.0000000180025095e-35 0.084725000000000009 -0.53870999999999991 -0.029324999999999997 0.11206000000000001 0.14078500000000002 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 -1 7 9 -3 -7 10 -6 -12 20 14 -11 -9 -16 -15 -19 -17 -4 -13
right_child=1 2 12 -5 6 8 -8 15 -10 13 11 21 -14 17 16 19 -18 18 -20 -21 -22 -23
leaf_value=0.0011412885379125852 0.0014447305973699404 0.0011898219385592971 0.0003781576549609364 0.002043726680706398 0.0018017897734297992 0.0014314806400629715 0.0011410874134497753 0.00052402561239415536 0.00091264763154609628 0.001988255232234577 0.00096055035804458401 0.0013640468238532281 0.00013268966912085184 0.0018313837565626819 0.0017735531770808968 0.00094301393789424548 0.0016227425658325598 0.0017465724253888854 0.0015577238627237078 0.00066094089496292121 0.00067544379622583176 0.0016343621750796191
leaf_weight=95 94 54 52 88 67 65 69 97 56 53 54 77 60 52 258 62 392 114 918 84 56 52
leaf_count=95 94 54 52 88 67 65 69 97 56 53 54 77 60 52 258 62 392 114 918 84 56 52
internal_value=0 0.000845285 0.000749068 0.00159608 0.00157817 0.000893295 0.00159786 0.000771624 0.00119165 0.00161332 0.00145086 0.00132218 0.000390005 0.00163603 0.00170575 0.000678547 0.00168266 0.00159078 0.00157862 0.000780967 0.000532632 0.00147328
internal_weight=0 680 586 2289 2201 418 2106 297 121 2037 250 183 168 1787 703 243 650 1084 1032 146 108 129
internal_count=2969 680 586 2289 2201 418 2106 297 121 2037 250 183 168 1787 703 243 650 1084 1032 146 108 129
is_linear=0
shrinkage=0.0032998


Tree=5485
num_leaves=12
num_cat=0
split_feature=123 10 14 10 3 51 457 51 13 3 2
split_gain=0.349335 0.371733 0.288095 0.332392 0.236739 0.162841 0.146907 0.285525 0.169223 0.239414 0.218138
threshold=0.10832000000000001 -0.00189 0.073890000000000011 0.057650000000000007 -0.0048549999999999991 -0.43123499999999992 -0.083824999999999983 -0.014214999999999998 -0.088484999999999994 0.11995000000000001 0.099185000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 -3 7 -7 10 -10 -8
right_child=-2 2 -4 -5 -6 6 8 -9 9 -11 -12
leaf_value=-0.0058024739403446449 -0.0060513157312867766 0.00022735906655637947 0.017058118979321579 -0.0030319127989889617 0.0079694204742169327 -0.005970486789779867 0.0084447020651088195 0.0088947516557287519 0.0089024130198297885 0.019997141878121315 0.00015949400083464162
leaf_weight=93 54 74 97 79 57 59 242 96 1917 57 144
leaf_count=93 54 74 97 79 57 59 242 96 1917 57 144
internal_value=0 0.00759099 0.00803368 0.0077049 -0.000557177 0.00803322 0.00826218 0.00322478 0.00859226 0.00922369 0.0053585
internal_weight=0 2915 2765 2668 150 2589 2515 155 2360 1974 386
internal_count=2969 2915 2765 2668 150 2589 2515 155 2360 1974 386
is_linear=0
shrinkage=0.16829


Tree=5486
num_leaves=29
num_cat=0
split_feature=1 1 16 1 0 14 2 16 3 2 16 16 160 16 402 2 1 14 3 1 16 43 0 3 0 2 3 0
split_gain=20.5389 3.58958 2.09458 1.79568 1.51928 1.38153 1.11007 0.874808 0.837964 0.665226 0.681795 0.58794 0.349944 0.316397 0.245191 0.265976 0.383525 0.235482 0.266809 0.32262 0.228834 0.226975 0.215344 0.191922 0.312857 0.319459 0.0609637 0.0539937
threshold=0.10404000000000001 0.13074500000000003 0.12992000000000004 0.090740000000000015 -0.099704999999999974 0.073890000000000011 1.0000000180025095e-35 -0.33811499999999994 -0.041789999999999994 0.097005000000000022 -0.14879499999999998 -0.077679999999999985 0.019875 0.035560000000000008 0.11336500000000001 0.076510000000000009 0.08759500000000002 -0.10523499999999998 -0.017704999999999995 0.11319000000000001 -0.47730499999999992 -0.080384999999999984 -0.10028499999999999 -0.078644999999999979 -0.070304999999999992 0.11806500000000002 -0.078584999999999988 -0.074309999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 -5 9 8 20 -2 10 -1 -6 23 -9 15 16 -12 -8 -19 -20 -3 -13 -17 -11 -25 -26 -23 -28
right_child=1 7 -4 4 11 -7 17 13 -10 12 14 21 -14 -15 -16 22 -18 18 19 -21 -22 26 -24 24 25 -27 27 -29
leaf_value=0.0011766708117665595 0.0012951451804099838 0.00036766510722774435 0.0013559909926329525 0.00085373585399888203 0.0010511026116679248 0.0018790956293206977 0.00086965699888385043 0.00081236833088691634 0.00074316982563798117 0.0013921037247705593 0.0011221873227370532 0.0012343198422846528 0.0014993595067981081 0.00047012014742471705 0.0016848699652953151 0.0016579522389677454 0.0014653252001914452 0.00042025009522949323 0.0008667872932155927 0.00051717439256240188 6.4257089890867988e-05 0.0013761183733808282 0.0014864524148028968 0.0010586282877707025 0.0014604552911527938 0.0011316017025002965 0.0015928446665127928 0.0014364735453766104
leaf_weight=80 72 53 100 97 65 82 52 53 52 101 53 62 97 68 71 91 115 54 62 55 56 56 987 87 75 59 60 54
leaf_count=80 72 53 100 97 65 82 52 53 52 101 53 62 97 68 71 91 115 54 62 55 56 56 987 87 75 59 60 54
internal_value=0 0.000762269 0.000934691 0.00141655 0.0012133 0.00145873 0.000813177 0.000427018 0.00106396 0.00143973 0.00147454 0.00133062 0.00132358 0.000620322 0.0014926 0.00148162 0.00135728 0.000673573 0.000613739 0.00070274 0.000212109 0.00140878 0.00150096 0.00127052 0.0012148 0.00131592 0.0014722 0.00151908
internal_weight=0 677 447 2292 394 1898 347 230 124 1816 1397 297 419 121 1317 1246 168 223 171 117 109 232 1078 322 221 134 170 114
internal_count=2969 677 447 2292 394 1898 347 230 124 1816 1397 297 419 121 1317 1246 168 223 171 117 109 232 1078 322 221 134 170 114
is_linear=0
shrinkage=0.0032998


Tree=5487
num_leaves=10
num_cat=0
split_feature=48 14 16 34 457 399 151 39 151
split_gain=0.461417 0.201216 0.295927 0.200655 0.191087 0.187553 0.154149 0.144985 0.0536933
threshold=0.14177500000000004 0.073890000000000011 -0.52541999999999989 -0.084564999999999987 -0.097544999999999979 0.099255000000000024 0.077805000000000013 -0.015309999999999997 -0.030624999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 -5 6 7 -6 -1
right_child=-2 -3 3 4 5 -7 -8 -9 -10
leaf_value=-0.0044896331303764178 -0.0086560819781406721 0.014680871344673933 -0.0025289941438900844 -0.0023499689646492954 -0.00085318283279504773 -0.0016041594741246891 0.015749022169888233 0.0080147656564851372 0.0027058629413061006
leaf_weight=64 52 102 56 53 53 58 72 2405 54
leaf_count=64 52 102 56 53 53 58 72 2405 54
internal_value=0 0.00732178 0.00705449 0.00741551 0.00762705 0.00783207 0.0080491 0.00782282 -0.00118155
internal_weight=0 2917 2815 2697 2641 2588 2530 2458 118
internal_count=2969 2917 2815 2697 2641 2588 2530 2458 118
is_linear=0
shrinkage=0.16829


Tree=5488
num_leaves=33
num_cat=0
split_feature=1 52 1 1 150 12 12 1 4 0 1 4 12 13 12 13 39 4 15 0 2 13 151 15 13 4 42 1454 12 4 12 15
split_gain=13.4977 2.04672 1.35148 1.33832 1.28714 1.1509 1.14034 0.732915 0.544759 0.526733 0.589263 0.512434 0.498783 0.630677 0.42528 0.587187 0.39264 0.381859 0.425614 0.349107 0.285664 0.219833 0.208279 0.209491 0.200472 0.187168 0.16298 0.179247 0.129392 0.179353 0.107366 0.090958
threshold=0.10529500000000001 -0.24841999999999997 0.090740000000000015 0.15099500000000002 1.0000000180025095e-35 0.090285000000000018 0.089435000000000014 0.11584000000000001 -0.12685999999999997 -0.14867499999999997 0.083670000000000008 -0.00090499999999999988 0.092475000000000016 -1.0000000180025095e-35 -0.087789999999999993 -0.071564999999999976 0.087880000000000014 0.0060300000000000015 -0.093074999999999977 -0.085089999999999985 0.096780000000000019 -0.068484999999999976 -0.065174999999999983 -0.2987999999999999 -0.050424999999999991 -0.066714999999999983 -0.097789999999999988 0.08141000000000001 0.097060000000000021 0.053925000000000008 0.092605000000000007 0.090465000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 9 14 -8 -7 10 -1 19 13 -4 16 -16 -3 20 -19 -10 26 -14 -17 -24 25 -21 -11 -28 -13 -30 -26 -23
right_child=1 3 4 -5 -6 8 7 -9 11 17 -12 28 21 -15 15 22 -18 18 -20 24 -22 31 23 -25 30 -27 27 -29 29 -31 -32 -33
leaf_value=0.0016604834200224254 0.0010991005370447476 0.00086759039941320315 0.00072614243542939386 3.3694590991557619e-05 0.00062032610392687246 0.00074012878730621539 0.0011458849662754971 0.0006509826614893193 0.001393401046749851 0.0010490233707266452 0.0011887306393277154 0.0010555292597649907 0.001348643241608534 0.0011439693585111527 0.00021176549741592205 0.00036475001306828853 0.00046892748568934747 0.0012707224684476771 0.00089836149288572754 0.0013407526001441533 0.0014712438374684519 0.0011920614771690301 0.00048165710131527775 0.00076941259349510432 0.00093378934286496166 0.001085475751931205 0.0012450400871778905 0.0010407217400090465 0.0010235488554663386 0.00075854771347402881 0.0011006237229874362 0.00099488719040917418
leaf_weight=64 78 52 82 54 92 53 52 89 59 59 54 78 61 77 99 55 57 57 84 70 54 57 61 52 60 61 802 52 52 64 175 53
leaf_count=64 78 52 82 54 92 53 52 89 59 59 54 78 61 77 99 55 57 57 84 70 54 57 61 52 60 61 802 52 52 64 175 53
internal_value=0 0.000597304 0.00113577 0.000528695 0.000966396 0.00117342 0.000580329 0.00083375 0.00106328 0.00123375 0.0014449 0.00109089 0.00106277 0.000928708 0.000485203 0.000413941 0.000659439 0.00121124 0.00104914 0.00115542 0.00123483 0.00118722 0.000532871 0.000614387 0.00111696 0.00122215 0.00122081 0.00123264 0.000949347 0.000877645 0.00105818 0.00109738
internal_weight=0 649 2320 571 422 1898 517 141 672 1226 118 619 330 159 376 267 109 1108 141 425 967 171 168 113 366 131 913 854 194 116 235 110
internal_count=2969 649 2320 571 422 1898 517 141 672 1226 118 619 330 159 376 267 109 1108 141 425 967 171 168 113 366 131 913 854 194 116 235 110
is_linear=0
shrinkage=0.0032998


Tree=5489
num_leaves=19
num_cat=0
split_feature=3 15 3 156 15 148 12 376 16 0 151 15 3 12 148 52 15 15
split_gain=19.5131 5.72969 4.54711 3.75781 3.74073 2.95222 2.35765 1.88687 1.12345 1.76687 1.07751 0.819777 1.48754 0.771606 0.692025 0.57822 0.437443 0.394514
threshold=-0.046079999999999989 -0.38214499999999996 0.28833000000000003 0.093155000000000002 -0.26361999999999991 -0.043434999999999994 0.12701500000000002 0.048375000000000008 -0.5103049999999999 -0.14867499999999997 -1.0000000180025095e-35 0.025430000000000005 -0.115685 0.081685000000000021 -0.065869999999999984 -0.047784999999999987 -0.46188999999999997 0.11934000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 16 3 5 -1 -3 8 10 -6 -10 -7 13 -13 -11 -15 -12 -2 -14
right_child=1 2 -4 -5 6 7 -8 -9 9 11 15 12 17 14 -16 -17 -18 -19
leaf_value=0.00075859185395166229 0.00051117497769920109 0.00036402968878714075 0.00035551902095660754 0.0019965753611546014 0.0011642776400373536 0.0010046806095010206 0.00088686663137572507 0.00078863011713234464 0.0021975984539573728 0.0011420347839872225 0.0012026348026571172 0.0022051393300374146 0.0016484017759813199 0.0019155901255886564 0.0015247178621740284 0.0015428333055250924 0.00014728744416294204 0.0013759997245258249
leaf_weight=63 99 53 81 57 65 93 53 99 54 55 85 52 834 53 894 158 57 64
leaf_count=63 99 53 81 57 65 93 53 99 54 55 85 52 834 53 894 158 57 64
internal_value=0 0.000944604 0.00108564 0.00119408 0.00155208 0.00110028 0.0015756 0.0011899 0.00159321 0.00160709 0.00130803 0.00159073 0.0016606 0.00152446 0.00154663 0.00142398 0.000378442 0.00162903
internal_weight=0 782 626 545 2187 488 2124 435 2071 2006 336 1952 950 1002 947 243 156 898
internal_count=2969 782 626 545 2187 488 2124 435 2071 2006 336 1952 950 1002 947 243 156 898
is_linear=0
shrinkage=0.0032998


Tree=5490
num_leaves=24
num_cat=0
split_feature=1 3 3 42 39 16 3 14 42 43 43 132 0 124 0 1446 0 16 0 0 1 42 43
split_gain=34.0613 7.41499 2.58816 2.4525 2.04479 1.73919 1.35619 0.866241 0.814685 0.741182 0.608062 0.620948 0.53735 0.417119 0.408413 0.366095 0.355262 0.330975 0.327757 0.251932 0.409368 0.23678 0.229478
threshold=0.10398500000000001 -0.049204999999999992 0.30863500000000005 0.09901500000000002 0.082115000000000007 -0.27637999999999996 0.10402500000000002 0.073890000000000011 0.12160000000000001 -0.06372499999999999 0.00042000000000000007 0.082230000000000011 -0.073104999999999989 -0.083424999999999985 -0.042499999999999989 0.037915000000000011 -0.075914999999999996 -0.11082499999999999 -0.19166999999999998 -0.079119999999999982 0.086285000000000014 1.0000000180025095e-35 -0.077614999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 9 6 -2 7 8 10 13 11 15 -6 -3 22 -1 -13 -4 -11 20 -12 -21 -7
right_child=1 2 17 -5 12 14 -8 -9 -10 18 19 16 -14 -15 -16 -17 -18 -19 -20 21 -22 -23 -24
leaf_value=0.0018998621742587381 0.0010273593110742248 0.0010586584931845749 0.00047361704944465656 0.00028932352707699893 0.0016053930378436649 0.001901091793779045 0.0013661616937264546 0.0021980936269883132 0.001488518908323917 0.00099026436491692809 0.0018962414036632032 0.0018113393410260155 0.0011651612794275829 0.000660932283248307 0.0014101486678307984 0.0020603592736240278 0.0014737464545806623 0.00011817967932733589 0.0013299040620529988 0.0015026665808158919 0.0015586774825467949 0.0017709080383298465 0.00159468094814734
leaf_weight=1227 79 52 60 61 75 53 60 86 64 52 178 107 52 66 67 184 52 55 81 72 52 78 59
leaf_count=1227 79 52 60 61 75 53 60 86 64 52 178 107 52 66 67 184 52 55 81 72 52 78 59
internal_value=0 0.000994586 0.000727552 0.000883581 0.00183353 0.0014364 0.00185751 0.00187153 0.00185757 0.00102786 0.00186966 0.00189859 0.00142542 0.0008365 0.00161673 0.00192082 0.00170115 0.000303932 0.00119738 0.00175003 0.00182008 0.00164239 0.00173999
internal_weight=0 685 427 312 2287 258 2160 2100 2014 251 1950 1570 127 118 179 1411 159 115 133 380 230 150 112
internal_count=2972 685 427 312 2287 258 2160 2100 2014 251 1950 1570 127 118 179 1411 159 115 133 380 230 150 112
is_linear=0
shrinkage=0.0032998


Tree=5491
num_leaves=30
num_cat=0
split_feature=1 1 12 2 2 12 2 14 2 2 15 1446 2 2 1 50 12 2 0 0 39 2 12 49 12 13 1446 13 2
split_gain=61.48 9.80805 8.01993 4.48566 2.34952 1.94959 1.65391 1.58679 1.50667 1.20882 1.17277 0.980044 0.797163 0.703206 0.61594 0.533286 0.513306 0.451533 0.418348 0.52748 0.370738 0.311625 0.256314 0.220194 0.209125 0.26949 0.182936 0.112199 0.0206716
threshold=0.10557500000000002 0.13612500000000002 0.088365000000000013 0.099845000000000003 -0.013084999999999998 0.085465000000000013 0.16730000000000003 0.073890000000000011 0.10697500000000001 0.12623500000000001 -0.21242999999999998 0.037915000000000011 0.091185000000000002 0.10859000000000001 0.077845000000000011 0.11724000000000001 0.10125500000000003 0.10803500000000001 -0.081864999999999979 -0.16926499999999997 0.087880000000000014 0.10406500000000002 0.10211000000000002 -0.071579999999999991 0.09358000000000001 -0.075154999999999986 0.086940000000000003 -0.072634999999999991 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 -1 17 10 11 16 21 -3 12 15 20 26 23 -4 -5 19 -15 -2 -7 27 -6 25 -14 -13 -23 -26
right_child=1 6 8 5 7 9 -8 -9 -10 -11 -12 14 24 18 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 28 -27 -28 -29 -30
leaf_value=0.0069177630647674539 0.0066195689221635774 0.0055599695008955183 0.007455713176297691 0.0069812312857252057 0.007713666187478178 0.0071568749506762753 0.0051469118925616866 0.0079931162837627873 0.0066032933842168256 0.0068103306809056867 0.0062190376215087518 0.0077502122378863159 0.0073784004073121365 0.0061748492181979047 0.0080531783198097458 0.0071825290793820877 0.0070160670850219877 0.0065757946383828477 0.0062916792120821016 0.0057196977226978739 0.0062079919241265664 0.0076569260597622113 0.0072502520348566935 0.0075245960637129383 0.0075132386295085375 0.0071063800667198274 0.0074784147105684531 0.0074313770359270073 0.0073738880868932646
leaf_weight=72 53 71 76 74 89 66 55 80 53 52 53 70 103 59 53 52 54 59 64 60 53 57 66 1033 70 85 67 87 86
leaf_count=72 53 71 76 74 89 66 55 80 53 52 53 70 103 59 53 52 54 59 64 60 53 57 66 1033 70 85 67 87 86
internal_value=0 0.00628771 0.0065376 0.00743564 0.00750824 0.00714268 0.00562859 0.00753199 0.00707949 0.00728086 0.00584195 0.00751037 0.0074817 0.00619435 0.00773925 0.00752384 0.00727336 0.00680164 0.00606686 0.00594566 0.00641411 0.00736939 0.00743601 0.00753963 0.0073378 0.0072556 0.00761755 0.0075209 0.00743664
internal_weight=0 651 472 2321 1860 461 179 1788 183 328 124 1708 1518 289 190 1174 130 133 183 119 106 276 210 1122 344 188 137 144 156
internal_count=2972 651 472 2321 1860 461 179 1788 183 328 124 1708 1518 289 190 1174 130 133 183 119 106 276 210 1122 344 188 137 144 156
is_linear=0
shrinkage=0.0032998


Tree=5492
num_leaves=18
num_cat=0
split_feature=123 42 9 42 0 150 0 150 0 10 50 51 124 0 150 150 42
split_gain=0.44224 0.32694 0.329416 0.255605 0.24488 0.227716 0.28092 0.619097 0.360454 0.217468 0.184695 0.407074 0.173501 0.157951 0.18987 0.345967 0.202934
threshold=0.088205000000000019 0.078120000000000009 0.09011000000000001 0.14907500000000004 0.12429000000000001 -0.029954999999999999 -0.15651999999999996 0.086765000000000023 -0.22745499999999999 -0.0088449999999999987 -0.041284999999999995 -0.13795499999999997 -0.079729999999999981 -0.11262999999999999 0.083205000000000015 0.10294000000000002 0.083725000000000008
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 -1 8 9 -7 -8 -3 -12 -2 -13 16 -16 -15
right_child=12 3 -4 -5 -6 6 7 -9 -10 -11 11 13 -14 14 15 -17 -18
leaf_value=0.0046990541663294739 -0.0013710595087186265 0.0086082447932499251 0.0009383043874213341 0.0056330557869307763 0.0050081713533396315 0.015115228820973962 0.025723675182547309 -0.0029627291909134915 0.031893854368011135 0.014606275015341062 0.032345870103762976 0.010827858091284606 0.010435898183372663 0.027411190984151595 0.034482499636678106 0.017220678189332015 0.016648491003595237
leaf_weight=62 56 61 56 52 79 89 53 56 62 977 55 94 94 53 54 86 933
leaf_count=62 56 61 56 52 79 89 53 56 62 977 55 94 94 53 54 86 933
internal_value=0 0.0154136 0.0136255 0.0172596 0.0141398 0.0146937 0.0151932 0.0142429 0.0220164 0.0151801 0.0177108 0.0181449 0.00601599 0.0175032 0.0180588 0.0238916 0.0172288
internal_weight=0 2822 1434 1388 1378 1299 1237 1086 151 1030 1336 1275 150 1220 1126 140 986
internal_count=2972 2822 1434 1388 1378 1299 1237 1086 151 1030 1336 1275 150 1220 1126 140 986
is_linear=0
shrinkage=0.16829


Tree=5493
num_leaves=35
num_cat=0
split_feature=1 3 12 1 2 12 15 12 3 2 2 2 48 41 13 3 2 2 2 15 1 13 159 15 13 3 131 1456 13 52 12 12 2 15
split_gain=36.2893 7.66104 2.75298 2.73224 2.10919 1.47034 1.08706 1.08297 1.34117 0.976719 0.863019 1.14592 0.951372 0.814311 0.579607 0.617375 0.562562 0.461184 0.359655 0.341133 0.271143 0.250328 0.238407 0.222329 0.255331 0.214899 0.193223 0.189705 0.166754 0.16124 0.153951 0.140748 0.106867 0.0747639
threshold=0.10398500000000001 -0.049204999999999992 0.056995000000000011 0.12288500000000001 0.14870000000000003 0.097060000000000021 -0.11532999999999999 -1.0000000180025095e-35 0.14029000000000003 0.10697500000000001 0.10510500000000002 0.079770000000000021 0.083775000000000002 0.075585000000000013 -0.0087649999999999985 0.0035100000000000005 0.123795 0.093670000000000017 0.091235000000000024 0.062230000000000008 0.082295000000000021 -0.086554999999999979 -0.023859999999999996 -0.081149999999999986 -0.044684999999999996 -0.077564999999999981 0.090280000000000013 -0.081109999999999974 -0.042269999999999995 0.14873500000000003 0.093405000000000016 0.094045000000000004 0.086755000000000013 -0.050529999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 9 7 13 -1 14 -9 26 11 -8 17 18 15 -3 19 -13 20 23 22 -22 32 -7 -25 -21 -2 -24 29 33 -30 -23 -4 -20
right_child=1 4 5 -5 -6 16 10 8 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 28 25 21 31 27 24 -26 -27 -28 -29 30 -31 -32 -33 -34 -35
leaf_value=0.0015710518434712956 0.0014768587591826687 0.0005355378408285036 0.0018112910469232231 0.00037963323047239468 -0.00020945983397555146 0.0013845900441666599 0.00078707265963837646 0.00089184165468575644 0.00022502679046291829 0.00088302177744429785 0.00070906719732340021 0.0016727214383727689 0.00098576090155328908 0.0018549558050880025 -4.7595829811868688e-05 0.00011838226221394615 0.0009834060277783504 0.001246986700883078 0.0014262162923419396 0.0015685224680306172 0.0012323524143671881 0.0015233958406104249 0.0013501643664829363 0.00099390459548768747 0.0013156287939888672 0.0013085370912856815 0.0012069242409372899 0.0015492062524074173 0.0011620438964051389 0.0013176220973812893 0.0014191599027458489 0.0013289035323246644 0.0015911599343553895 0.0015784923311800445
leaf_weight=57 72 84 54 60 79 72 67 80 56 74 58 62 69 72 56 72 59 52 73 83 55 203 60 59 52 64 52 641 55 74 52 55 52 87
leaf_count=57 72 84 54 60 79 72 67 80 56 74 58 62 69 72 56 72 59 52 73 83 55 203 60 59 52 64 52 641 55 74 52 55 52 87
internal_value=0 0.000548374 0.00141428 0.000997369 0.000277003 0.00146424 0.00115111 0.000387536 0.00061753 0.00118438 0.00107328 0.00115764 0.00129311 0.00151034 0.000239827 0.00034323 0.00128245 0.00147884 0.00149334 0.00133581 0.00152226 0.0014383 0.00155478 0.00123942 0.00114494 0.00145557 0.00136394 0.00153222 0.00139823 0.00144879 0.00128733 0.00148207 0.00170363 0.00150924
internal_weight=0 685 2287 258 427 1922 365 348 136 198 308 250 183 1533 212 156 389 114 1461 330 1120 313 807 183 111 147 124 701 341 234 107 258 106 160
internal_count=2972 685 2287 258 427 1922 365 348 136 198 308 250 183 1533 212 156 389 114 1461 330 1120 313 807 183 111 147 124 701 341 234 107 258 106 160
is_linear=0
shrinkage=0.0032998


Tree=5494
num_leaves=20
num_cat=0
split_feature=1 47 52 0 402 401 403 1212 0 3 47 1 52 42 3 3 13 48 42
split_gain=0.809323 0.309037 0.245833 0.204682 0.203506 0.264985 0.227495 0.184848 0.182787 0.273779 0.235022 0.2326 0.225951 0.206513 0.188968 0.156908 0.142895 0.123759 0.0469438
threshold=0.11805500000000001 0.085585000000000008 -0.065394999999999995 -0.049474999999999998 0.095250000000000015 0.090205000000000021 -0.024654999999999996 0.11660500000000001 -0.029849999999999998 0.11878500000000002 0.077735000000000012 0.10921500000000002 0.084285000000000013 0.088025000000000006 -0.15327499999999997 -0.008624999999999999 -0.085784999999999986 0.091045000000000015 -0.016339999999999997
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 16 5 7 -6 8 9 10 11 -1 14 -12 -10 -16 -4 -3 -8
right_child=1 17 3 -5 6 -7 18 -9 12 -11 13 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=0.014871118642647445 -0.0068552637431734884 0.018891612789150237 0.0064195575031769292 0.013180509547083793 0.02713509507140965 0.002900665121460319 0.011250328370888621 0.0043067564853611889 0.012771041379503467 0.0041640504905024345 0.023602631870507568 0.004325901919200347 0.019346382089520966 0.013900063781873041 -0.0041218865604930035 0.0089389819236347194 -0.0045719916315908075 0.0075761860255522066 0.017681808797760278
leaf_weight=1615 59 56 79 66 70 62 52 54 96 66 164 62 58 102 52 52 58 55 94
leaf_count=1615 59 56 79 66 70 62 52 54 96 66 164 62 58 102 52 52 58 55 94
internal_value=0 0.0058548 0.00269323 0.00547726 0.0142462 0.0137952 0.0192137 0.0140854 0.0143176 0.014861 0.0152234 0.0144823 0.0100791 0.0198889 0.00738254 0.00239127 0.00175309 0.0133011 0.0154035
internal_weight=0 373 262 203 2599 2383 216 2321 2267 2009 1943 1677 258 266 200 104 137 111 146
internal_count=2972 373 262 203 2599 2383 216 2321 2267 2009 1943 1677 258 266 200 104 137 111 146
is_linear=0
shrinkage=0.16829


Tree=5495
num_leaves=26
num_cat=0
split_feature=1 1 16 2 52 2 1 47 48 14 15 2 2 39 1 40 457 52 52 16 1211 456 16 2 42
split_gain=19.8419 4.84858 1.9752 1.52927 1.29859 0.965728 0.910323 0.592773 0.584063 0.553751 0.432861 0.422745 0.282365 0.333071 0.322615 0.260149 0.185691 0.166307 0.305113 0.540666 0.158052 0.157903 0.140492 0.0854523 0.0846757
threshold=0.10423500000000001 0.13662500000000002 0.16703000000000004 0.099845000000000003 0.20131000000000002 -0.054704999999999997 0.15390500000000004 0.10070000000000003 0.082425000000000012 0.064610000000000015 0.11883000000000001 0.13775000000000001 -0.013084999999999998 0.089030000000000012 0.11215000000000001 -0.0099849999999999991 0.035070000000000011 0.10400000000000002 0.029970000000000007 0.0071000000000000013 0.11059500000000001 0.08777500000000002 -0.0094449999999999968 0.11002000000000002 0.090295000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 7 -1 11 12 10 15 17 -3 -2 14 -14 -7 20 18 19 -5 21 -17 -18 -21 -4
right_child=1 6 24 8 -6 9 -8 -9 -10 -11 -12 -13 13 -15 -16 16 22 -19 -20 23 -22 -23 -24 -25 -26
leaf_value=0.0011992111618406767 0.0010567317469183223 0.00084635990206421562 0.0016076425477292793 0.0012165770739493707 0.0014804614256073909 0.0014151362934029235 0.00010492076559636586 0.0011963938171267831 0.0011552540825795318 0.001918008769102377 0.001201014592646631 0.00044795996035548079 0.00069516569140946503 0.00055962381468222465 0.0010011683724183559 0.0016617864696942307 0.0013901476214140782 0.0013785870052055176 0.0017880189612865546 0.0017122068253937524 0.0014830528439290945 0.0014721729692747901 0.0016201599584038269 0.0015330157935008865 0.0014087715480064918
leaf_weight=56 56 52 52 54 52 62 54 67 80 77 57 67 68 52 87 1399 59 76 52 58 65 53 65 74 52
leaf_count=56 56 52 52 54 52 62 54 67 80 77 57 67 68 52 87 1399 59 76 52 58 65 53 65 74 52
internal_value=0 0.000935794 0.00110472 0.00158581 0.000994683 0.00162822 0.000461042 0.000918029 0.00141305 0.0016417 0.00146854 0.000622347 0.000846981 0.000790067 0.000867149 0.00162919 0.00163725 0.001517 0.00156105 0.0014974 0.00164755 0.00165489 0.001511 0.00161202 0.00150855
internal_weight=0 659 486 2287 382 1836 173 330 451 1780 371 119 263 207 155 1703 1641 314 238 186 1517 1452 124 132 104
internal_count=2946 659 486 2287 382 1836 173 330 451 1780 371 119 263 207 155 1703 1641 314 238 186 1517 1452 124 132 104
is_linear=0
shrinkage=0.0032998


Tree=5496
num_leaves=30
num_cat=0
split_feature=15 2 2 0 2 0 12 42 39 3 0 1452 3 43 159 15 12 0 3 15 15 12 2 0 0 15 15 2 0
split_gain=13.4936 7.32926 4.28384 3.56657 2.88896 1.94492 1.32761 0.654318 0.633999 0.63889 0.626953 0.617306 0.594638 0.528439 0.396643 0.429422 0.372225 0.370895 0.349068 0.251658 0.406896 0.190949 0.175736 0.165632 0.296719 0.143687 0.112167 0.0978566 0.0652556
threshold=-0.26361999999999991 0.099845000000000003 -0.007134999999999999 -0.12851999999999997 0.14253500000000002 -0.07385499999999999 0.091290000000000024 0.095670000000000019 0.089155000000000012 0.13470000000000001 -0.064509999999999984 0.086470000000000005 -0.011259999999999997 0.092445000000000013 0.0043550000000000004 0.033605000000000003 0.083785000000000012 -0.083844999999999989 0.12168500000000002 -0.039149999999999997 0.090165000000000009 0.093185000000000004 0.11366500000000002 -0.092524999999999982 -0.084544999999999995 -0.013439999999999999 -0.076929999999999985 0.087925000000000017 -0.089364999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 12 7 -2 11 13 9 -1 19 14 -3 22 15 17 -17 -4 -14 26 27 -22 25 -16 -25 -5 28 -21 -8
right_child=1 3 6 4 -6 -7 10 -9 -10 -11 -12 -13 18 -15 23 16 -18 -19 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=0.00080437959623361113 0.0013149806648288349 0.00036006488775899246 0.0014666182117370739 0.0013569916307140458 0.00062664132963080512 0.00047589153983039928 0.0012707597838726725 0.0010491202922952221 0.00026390467780592274 0.00034497668593181269 0.0010828187745160042 0.0018721353870907354 0.00095072065653936297 0.0010522381612672197 0.0017791540189449765 0.0018100058722542937 0.0015245451416670216 0.0012408365936231981 0.00060471238787306058 0.0017201485549185286 0.0011900864610548815 0.001417175655148286 0.0013003284200233543 0.0013849737438073834 0.0017031124795927372 0.0015504782177829556 0.0011636785347753163 0.0015101134141484326 0.001438910212600547
leaf_weight=86 53 55 370 72 85 70 63 95 84 54 86 57 62 52 74 57 492 104 67 52 55 181 98 54 85 117 59 55 52
leaf_count=86 53 55 370 72 85 70 63 95 84 54 86 57 62 52 74 57 492 104 67 52 55 181 98 54 85 117 59 55 52
internal_value=0 0.00133408 0.00143516 0.00104372 0.00118375 0.000837737 0.0014739 0.00129278 0.000491267 0.000627433 0.00134556 0.00153373 0.000648557 0.00136095 0.00151809 0.00149076 0.00155425 0.00141715 0.000771284 0.0013892 0.0014419 0.0013644 0.00141677 0.00164921 0.00157977 0.00147696 0.00128511 0.00161252 0.0013471
internal_weight=0 2722 2019 703 519 123 1896 434 224 140 603 1293 184 339 1236 1023 549 474 129 517 343 236 287 213 139 189 174 107 115
internal_count=2946 2722 2019 703 519 123 1896 434 224 140 603 1293 184 339 1236 1023 549 474 129 517 343 236 287 213 139 189 174 107 115
is_linear=0
shrinkage=0.0032998


Tree=5497
num_leaves=24
num_cat=0
split_feature=1 49 16 1455 1 0 48 0 0 1 16 159 1210 42 159 42 42 157 49 475 0 0 0
split_gain=1.0412 0.332687 0.336615 0.302043 0.279157 0.472464 0.54084 0.386612 0.304324 0.186984 0.16731 0.163143 0.226962 0.173979 0.15524 0.254251 0.17716 0.150106 0.149239 0.13744 0.166056 0.133876 0.0896694
threshold=0.13686500000000004 0.10960000000000002 0.41580500000000004 0.10548500000000001 0.091395000000000018 -0.12851999999999997 0.088750000000000009 -0.16926499999999997 -0.06952499999999999 0.15390500000000004 -0.011964999999999998 0.03981500000000001 -0.048324999999999993 0.086135000000000003 0.018290000000000004 -0.045589999999999992 0.086855000000000016 -0.07056999999999998 0.08512500000000002 -0.074304999999999982 0.055865000000000005 -0.051824999999999989 -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
left_child=1 3 10 4 8 7 19 -6 11 21 -3 12 22 -14 15 -10 -17 -13 -19 -7 -21 -2 -1
right_child=9 2 -4 -5 5 6 -8 -9 14 -11 -12 17 13 -15 -16 16 -18 18 -20 20 -22 -23 -24
leaf_value=0.0265187234258034 -0.0014023965570318857 0.0088024707164518438 0.019111918147177869 0.026045287731435628 0.011024959221029199 0.018288420461379563 0.030002419783354089 -0.0043424765575990993 0.017706896266454799 -0.0080801516425728324 -0.0017818619946554234 0.027420208027140704 0.016082264819337191 0.011744089006228843 0.017830014040828891 -0.0036629215405556692 0.0083687557674078164 0.013635780282832419 0.024528594320268497 0.0094116793838871001 0.019288577859851143 0.010037914535429241 0.017838406329204078
leaf_weight=62 62 88 53 60 99 82 52 87 52 54 81 61 715 420 53 54 96 102 56 368 56 54 79
leaf_count=62 62 88 53 60 99 82 52 87 52 54 81 61 715 420 53 54 96 102 56 368 56 54 79
internal_value=0 0.0136676 0.00740188 0.0142116 0.0139262 0.0111862 0.0136359 0.00382731 0.01509 8.92791e-05 0.00371888 0.0160084 0.0152744 0.0144785 0.00969862 0.00755624 0.00402537 0.0202771 0.0175079 0.0119504 0.0107204 0.00390778 0.021668
internal_weight=0 2776 222 2554 2494 744 558 186 1750 170 169 1495 1276 1135 255 202 150 219 158 506 424 116 141
internal_count=2946 2776 222 2554 2494 744 558 186 1750 170 169 1495 1276 1135 255 202 150 219 158 506 424 116 141
is_linear=0
shrinkage=0.16829


Tree=5498
num_leaves=28
num_cat=0
split_feature=1 1 12 2 151 2 14 16 124 3 1 42 157 12 484 12 3 49 12 13 16 49 1210 157 1 13 16
split_gain=19.7996 3.81904 3.43781 2.36229 1.12138 1.00411 0.823085 0.670274 0.618381 0.758097 0.556667 0.422912 0.453552 0.524727 0.358172 0.408839 0.504415 0.518048 0.34064 0.322378 0.267359 0.210127 0.218931 0.200233 0.162111 0.13924 0.103717
threshold=0.10423500000000001 0.13612500000000002 0.085075000000000026 0.097110000000000016 -0.029339999999999995 -1.0000000180025095e-35 0.064610000000000015 -0.092354999999999979 -0.082654999999999992 0.040040000000000006 0.15390500000000004 -0.079964999999999981 -0.0091799999999999989 0.085465000000000013 0.085225000000000009 0.087805000000000008 -0.096099999999999977 -0.025549999999999996 0.11819000000000002 -0.085349999999999995 -0.43279999999999996 0.082820000000000019 -0.059899999999999995 -0.080299999999999996 0.11359000000000001 -0.077274999999999996 -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
left_child=3 2 8 5 -5 -1 14 -4 -2 -10 19 -6 -13 -14 15 16 -7 -18 25 -3 -11 22 -17 -16 -9 -15 -25
right_child=1 10 7 4 11 6 -8 24 9 20 -12 12 13 18 23 21 17 -19 -20 -21 -22 -23 -24 26 -26 -27 -28
leaf_value=0.0011476539868289541 0.0010148441718525766 0.0003258127482513182 0.0010025110746109574 0.00080472429679078676 0.0015314476013987704 0.0019140537668543907 0.0018747847284472086 0.0015851577722136362 0.00044893507741969026 0.00065189025898154565 0.00011739755969525783 0.0015007311619812198 0.00095435095941270669 0.0014878862389676895 0.0012656780205440397 0.0013319912222878965 0.0012932777674633359 0.0016063234295032609 0.0010465078070618105 0.00066586818345494331 0.00096644371776311738 0.0013278092380156056 0.0015265144030342148 0.0015814899513193639 0.0013432676415377463 0.00129049035294665 0.0013693660365274359
leaf_weight=77 70 54 53 52 84 52 75 55 103 52 54 77 67 58 88 74 66 530 53 71 71 86 594 58 76 144 52
leaf_count=77 70 54 53 52 84 52 75 55 103 52 54 77 67 58 88 74 66 530 53 71 71 86 594 58 76 144 52
internal_value=0 0.000809905 0.000963358 0.00145921 0.0012669 0.00151792 0.00153492 0.0013178 0.000742908 0.000658525 0.000398215 0.00131658 0.00127126 0.00121627 0.00151896 0.00153775 0.00159924 0.00157172 0.00128495 0.000519246 0.000833748 0.00148485 0.00150502 0.00138578 0.00144509 0.00134734 0.00148153
internal_weight=0 659 480 2287 535 1752 1675 184 296 226 179 483 399 322 1600 1402 648 596 255 125 123 754 668 198 131 202 110
internal_count=2946 659 480 2287 535 1752 1675 184 296 226 179 483 399 322 1600 1402 648 596 255 125 123 754 668 198 131 202 110
is_linear=0
shrinkage=0.0032998


Tree=5499
num_leaves=27
num_cat=0
split_feature=2 2 2 0 2 10 0 12 0 49 483 0 0 475 42 12 483 43 2 10 403 133 0 133 42 2
split_gain=10.7166 5.15497 2.59868 2.3304 1.7545 1.02327 0.738616 0.607038 0.596513 0.362128 0.355589 0.342635 0.342594 0.340172 0.334741 0.735972 0.283024 0.233212 0.209548 0.202234 0.191304 0.183933 0.229888 0.102112 0.0687921 0.0567604
threshold=0.12026500000000001 -1.0000000180025095e-35 0.099845000000000003 -0.12851999999999997 0.25063000000000007 -0.07564499999999999 -0.085264999999999994 0.091290000000000024 -0.0058249999999999994 0.065470000000000014 -0.039084999999999988 -0.064994999999999983 -0.14920999999999998 -0.077694999999999986 -0.077409999999999993 0.085655000000000023 0.089355000000000004 0.0085250000000000031 0.14019000000000004 0.057650000000000007 0.098420000000000021 0.40408500000000008 -0.074249999999999997 -1.0000000180025095e-35 0.116275 0.13388500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 12 6 -1 25 8 10 18 -3 20 -4 -5 -15 -16 17 -12 -8 -7 21 22 -9 -17 -23 -2
right_child=4 2 3 13 -6 19 9 11 -10 -11 16 -13 -14 14 15 23 -18 -19 -20 -21 -22 24 -24 -25 -26 -27
leaf_value=0.0011615906526413167 0.00062214276792318338 0.0015885160852966798 0.00088573664122672377 0.0014891878507608679 0.00011098802148479093 0.0007377308059071299 0.00092471685365141259 0.0013455699852794501 0.0017425640318903806 0.001082751908119018 0.0014148963708958879 0.0010939566490873981 0.00055692369115720771 0.0014486336209282352 0.00081454094654730906 0.0013728711501064623 0.0012055265512469512 0.001257819175083713 0.00063282712447848804 0.00049005815005894219 0.0011502671947764425 0.0015439631992481175 0.0011188633650321242 0.0012000568280290617 0.0013701281237903722 0.00046756212763289447
leaf_weight=52 53 100 86 55 55 78 52 272 58 66 918 89 59 52 55 55 95 121 58 69 67 59 62 149 54 57
leaf_count=52 53 100 86 55 55 78 52 272 58 66 918 89 59 52 55 55 95 121 58 69 67 59 62 149 54 57
internal_value=0 0.0012738 0.00131603 0.00110684 0.000651484 0.000762966 0.000755302 0.00137242 0.00141305 0.000888189 0.00139753 0.00128533 0.000752187 0.00124724 0.00120434 0.00115516 0.00138066 0.00139664 0.000771132 0.000621716 0.00131839 0.00134351 0.00130359 0.00124682 0.0014612 0.000542362
internal_weight=0 2605 2406 511 341 199 286 1895 1292 176 1234 603 145 366 311 259 1134 1039 110 147 514 447 334 204 113 110
internal_count=2946 2605 2406 511 341 199 286 1895 1292 176 1234 603 145 366 311 259 1134 1039 110 147 514 447 334 204 113 110
is_linear=0
shrinkage=0.0032998


Tree=5500
num_leaves=17
num_cat=0
split_feature=10 12 2 49 11 49 158 49 133 16 16 16 16 2 2 16
split_gain=0.793851 0.443124 0.36074 0.261073 0.228106 0.255346 0.243786 0.205591 0.349563 0.322491 0.258956 0.18771 0.260096 0.205616 0.0759794 0.0281411
threshold=-0.092019999999999977 -0.084509999999999988 0.10019000000000002 -0.014479999999999998 0.091870000000000021 0.17990500000000001 -0.22818499999999997 -0.071579999999999991 0.041800000000000011 -0.33811499999999994 -0.087154999999999996 -0.011849999999999998 -0.022939999999999999 0.082165000000000016 -0.007134999999999999 -0.12080999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 14 7 5 6 -5 8 10 -9 -3 12 -8 -13 -2 -4
right_child=1 3 15 4 -6 -7 11 9 -10 -11 -12 13 -14 -15 -16 -17
leaf_value=-0.0038069488900695741 0.0078253227793149971 0.0081739600686026176 -0.004414329774936881 0.022270372838136737 0.023986526106420627 0.024651545400276476 0.013497743469851759 0.013645380926880831 0.0035529219960685194 -0.0023791347937617583 0.022811040973608702 0.015767117265512991 0.022807200407166765 0.0092182146552281206 0.016407221649742697 0.0010238368441061498
leaf_weight=86 65 56 53 83 62 58 1227 60 84 87 90 180 92 568 55 54
leaf_count=86 65 56 53 83 62 58 1227 60 84 87 90 180 92 568 55 54
internal_value=0 0.0125861 0.00543686 0.0131985 0.0138811 0.0135966 0.0132975 0.00908359 0.0122295 0.00414926 0.0172091 0.0129363 0.0141484 0.0107966 0.0117737 -0.00165304
internal_weight=0 2874 227 2647 2270 2208 2150 377 230 147 146 2067 1319 748 120 107
internal_count=2960 2874 227 2647 2270 2208 2150 377 230 147 146 2067 1319 748 120 107
is_linear=0
shrinkage=0.16829


Tree=5501
num_leaves=14
num_cat=0
split_feature=10 123 30 483 2 484 159 43 1443 43 2 158 16
split_gain=0.549448 0.347057 0.25961 0.252334 0.287627 0.237262 0.297752 0.272138 0.209242 0.215422 0.217396 0.162434 0.117628
threshold=-0.092019999999999977 0.10832000000000001 0.085915000000000019 0.098445000000000019 0.092250000000000013 0.096490000000000006 0.094385000000000011 0.10751000000000001 1.0000000180025095e-35 -0.24698999999999996 0.090885000000000007 0.085410000000000014 -0.0062949999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 8 6 7 -6 9 -2 -11 -8 -5
right_child=1 -3 -4 12 5 -7 11 -9 -10 10 -12 -13 -14
leaf_value=-0.0031662780498047929 0.020733081944863223 -0.0029964483654875687 0.00026433444706815357 0.023332373068298762 0.0066277398781936746 -0.0025167624157470311 0.023668930960878094 0.016193370120488219 0.0014160429658670796 0.011371825130339972 0.02064146113036628 0.011053925939873137 0.013570025754858427
leaf_weight=86 82 53 66 63 708 54 54 96 52 1424 76 64 82
leaf_count=86 82 53 66 63 708 54 54 96 52 1424 76 64 82
internal_value=0 0.0104692 0.0107228 0.0109727 0.0105914 0.00829945 0.00893489 0.00777214 0.0119592 0.0123046 0.0118427 0.0168421 0.017824
internal_weight=0 2874 2821 2755 2610 976 922 804 1634 1582 1500 118 145
internal_count=2960 2874 2821 2755 2610 976 922 804 1634 1582 1500 118 145
is_linear=0
shrinkage=0.16829


Tree=5502
num_leaves=19
num_cat=0
split_feature=1 132 1 0 0 151 0 47 15 1 3 2 3 10 0 1 2 2
split_gain=0.802809 0.209321 0.362841 0.201691 0.3221 0.291508 0.357865 0.222703 0.2302 0.392105 0.234159 0.138756 0.136139 0.126537 0.279554 0.12291 0.0439731 0.0565998
threshold=0.13257000000000002 0.082230000000000011 0.08864000000000001 0.12469500000000001 -0.0033699999999999993 0.011180000000000001 -0.13955999999999996 0.077065000000000008 0.087825000000000014 0.080320000000000016 -0.086004999999999984 0.095465000000000008 -0.082784999999999984 -1.0000000180025095e-35 -0.074249999999999997 0.090130000000000016 0.087765000000000024 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 16 4 5 7 -7 8 9 -1 -10 -6 -9 -2 -15 -14 -3 -18
right_child=13 2 -4 -5 11 6 -8 12 10 -11 -12 -13 15 14 -16 -17 17 -19
leaf_value=0.010137488117387331 -0.0075167775369756207 0.0044429851578213254 -0.0063104444545728656 0.018242137962099246 -0.0039634296133233332 -0.0087401036695577972 0.0098001807385033959 0.019942739289183567 0.018385554022956198 0.0034404289524484098 0.010445107072724403 0.0065020328908530229 0.01807614709905471 -0.0070798626895193567 0.0075039843695405041 0.0098244963462955064 0.014340735102450113 0.0069451045095182302
leaf_weight=854 67 57 65 75 67 52 68 89 136 350 478 77 73 65 87 178 53 69
leaf_count=854 67 57 65 75 67 52 68 89 136 350 478 77 73 65 87 178 53 69
internal_value=0 0.00916151 0.00444319 0.00962185 0.00935417 0.00984227 0.00175109 0.0102914 0.00954904 0.00819216 0.0122068 0.00162021 0.0142553 -0.00141995 0.00125565 0.0122315 0.00835818 0.0101727
internal_weight=0 2741 244 2497 2422 2278 120 2158 1818 1204 614 144 340 219 152 251 179 122
internal_count=2960 2741 244 2497 2422 2278 120 2158 1818 1204 614 144 340 219 152 251 179 122
is_linear=0
shrinkage=0.16829


Tree=5503
num_leaves=29
num_cat=0
split_feature=12 3 43 12 43 457 12 15 3 15 49 14 47 3 133 49 3 16 3 52 16 15 52 1456 52 159 130 12
split_gain=12.9351 3.38861 3.75904 3.14764 1.43187 1.3663 1.21402 1.4692 1.16658 1.23271 0.592979 0.582506 0.524169 0.474924 0.380827 0.34628 0.418978 0.319541 0.273587 0.249873 0.208163 0.509021 0.182686 0.293039 0.212676 0.179399 0.0994588 0.0723195
threshold=0.023990000000000004 0.143375 -0.049364999999999992 0.14472000000000004 -0.15450999999999995 0.092890000000000014 0.093910000000000007 -0.17840999999999999 -0.010059999999999998 -0.031624999999999993 -0.054319999999999993 0.073890000000000011 0.077735000000000012 -0.10859999999999999 0.077945 -0.011669999999999998 -0.11372999999999998 0.0033900000000000002 0.3148450000000001 -0.069059999999999996 0.19384500000000002 -0.058859999999999989 0.093130000000000004 -0.013064999999999998 0.11122500000000002 0.086265000000000022 0.087755000000000014 0.088665000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 8 11 -8 -4 12 -6 13 -10 17 -12 -9 -17 -2 -3 -11 26 -22 23 -15 -24 -25 -18 -26
right_child=3 18 5 -5 10 -7 7 15 9 19 14 -13 -14 22 -16 16 20 -19 -20 -21 21 -23 24 25 27 -27 -28 -29
leaf_value=0.0010907639510227853 0.00096007611960297599 0.00051998090714921563 0.00073172717615891823 0.00054466430066916756 0.00072740896210367236 0.00061542969084673281 0.00069438000711539202 0.0009835840125276777 0.00092928065373889049 0.0013920688956793811 0.00016948974493856574 0.0017033062461409177 0.0013072807958059512 0.0011772142663324916 0.00050992916626183536 0.0015038685883456162 0.0013008515258256972 0.0013266504056249008 0.000219787542898429 0.0017071976791879797 0.0012778743785427477 0.00086648914435889692 0.0016256488622346697 0.001355930500835248 0.0014758890208303606 0.0015226448192363598 0.0011457934739899996 0.0013356221497017613
leaf_weight=53 54 54 52 60 74 53 58 52 96 63 63 55 70 97 84 73 307 52 87 52 89 53 62 825 80 81 58 103
leaf_count=53 54 54 52 60 74 53 58 52 96 63 63 55 70 97 84 73 307 52 87 52 89 53 62 825 80 81 58 103
internal_value=0 0.000799752 0.000898986 0.00129089 0.000603125 0.00110891 0.0013122 0.00119839 0.00118735 0.00127153 0.000486021 0.00136791 0.00108889 0.00135426 0.000364266 0.00124458 0.00126792 0.00114024 0.000335005 0.00153487 0.00123388 0.00112458 0.00137241 0.00135218 0.00145511 0.00137087 0.00127631 0.00139713
internal_weight=0 801 660 2159 274 386 2099 690 333 281 221 1409 166 1354 147 632 580 106 141 115 507 142 1248 1003 245 906 365 183
internal_count=2960 801 660 2159 274 386 2099 690 333 281 221 1409 166 1354 147 632 580 106 141 115 507 142 1248 1003 245 906 365 183
is_linear=0
shrinkage=0.0032998


Tree=5504
num_leaves=21
num_cat=0
split_feature=4 13 39 2 2 2 2 2 16 160 13 15 4 1213 156 16 16 2 15 2
split_gain=23.7527 6.66535 5.47229 1.6178 1.60325 2.14155 1.54532 1.27829 0.732746 1.0882 0.726523 0.712828 0.860203 0.569953 0.658494 0.551654 1.23482 0.470911 0.435106 0.334689
threshold=0.31392000000000003 -0.16392499999999996 0.0039300000000000003 0.11523000000000001 -0.007134999999999999 0.094985000000000014 0.14870000000000003 0.10656 -0.50318999999999992 -1.0000000180025095e-35 -0.13226499999999999 0.039965000000000007 -0.111135 -0.0091899999999999985 0.07881500000000001 0.51041000000000014 -0.010034999999999999 0.11248000000000001 0.11883000000000001 0.11741500000000001
decision_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 -4 -6 8 10 17 -10 -3 13 -13 -12 -15 16 19 -2 -14 -9
right_child=6 2 4 -5 5 -7 -8 15 9 -11 11 12 18 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0014434799594935386 0.001408266436155977 0.0023420004170516041 0.00092154757021410227 0.00063391891105278868 0.0020980445720022128 0.001279811845424848 0.00040087620170210076 0.0017085909942344403 0.0011390176821973557 0.000559610910606013 0.0015689816817924906 0.002424416166750033 0.0020118268441131795 0.0018566895479552397 0.0020523308270274936 0.0019563635590212733 0.0013771246850912482 0.00098788445654251567 0.0017117847928906763 0.0020767983146534373
leaf_weight=55 58 54 60 53 53 103 57 60 69 73 58 54 824 710 261 85 103 60 58 52
leaf_count=55 58 54 60 53 53 103 57 60 69 73 58 54 824 710 261 85 103 60 58 52
internal_value=0 0.00185009 0.00188431 0.00104652 0.00138139 0.00155803 0.000893966 0.00193114 0.00100193 0.000841402 0.00196114 0.00195065 0.00201711 0.00189016 0.00190931 0.00172916 0.00163918 0.00119481 0.00199214 0.00187986
internal_weight=0 2643 2535 108 216 156 317 2319 260 142 2019 1965 936 1029 971 300 215 118 882 112
internal_count=2960 2643 2535 108 216 156 317 2319 260 142 2019 1965 936 1029 971 300 215 118 882 112
is_linear=0
shrinkage=0.0032998


Tree=5505
num_leaves=22
num_cat=0
split_feature=3 48 16 3 123 471 16 16 16 0 0 403 1454 481 3 159 1456 49 0 159 0
split_gain=0.578898 0.325893 0.254455 0.336812 0.232782 0.2239 0.186213 0.21737 0.199276 0.175398 0.269076 0.185664 0.17615 0.196218 0.227851 0.170489 0.288499 0.169563 0.143462 0.100415 0.0711538
threshold=-0.046079999999999989 0.12933000000000003 -0.0042299999999999994 0.10265000000000001 0.080635000000000012 0.089625000000000024 -0.055004999999999991 -0.085454999999999989 -0.16153499999999996 -0.10934999999999999 -0.14259999999999998 -0.54880999999999991 0.083660000000000026 -0.050084999999999991 -0.082824999999999982 0.084135000000000001 -0.078314999999999982 -0.015164999999999998 -0.11167499999999998 0.10107000000000001 -0.044434999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 4 20 9 7 8 17 10 -1 -11 13 14 -13 16 -15 -2 -19 -17 -4
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 11 -12 12 -14 15 -16 19 -18 18 -20 -21 -22
leaf_value=0.011546037358836152 -0.0011972672206435519 -0.0074384321563464566 0.023446776624449252 0.0011317120167671326 0.0058066363770421982 5.8206360368351579e-05 -0.0030646318781007219 0.014233336426426825 -0.0037773273162897353 0.0012845493600977026 -0.0018544133781352595 0.023701148297450719 0.0036117857603877096 -6.5747212741013405e-06 0.010937310840392721 0.021850719771941626 0.011117505649458752 0.013406938712317488 0.003638225811517585 0.013375190325122539 0.014739851606875956
leaf_weight=94 67 55 56 76 56 58 92 65 79 53 77 81 79 69 79 58 1383 90 82 133 54
leaf_count=94 67 55 56 76 56 58 92 65 79 53 77 81 79 69 79 58 1383 90 82 133 54
internal_value=0 0.00503133 0.00599037 0.0104361 0.0146852 0.0104045 0.00372159 0.0053564 0.00353628 0.0106885 0.00550141 0.011146 0.0114228 0.011764 0.0174102 0.0112131 0.0105876 0.00596126 0.00876021 0.0159583 0.0191888
internal_weight=0 772 717 242 166 2164 475 383 318 2106 171 1935 1882 1803 160 1643 1452 239 172 191 110
internal_count=2936 772 717 242 166 2164 475 383 318 2106 171 1935 1882 1803 160 1643 1452 239 172 191 110
is_linear=0
shrinkage=0.16829


Tree=5506
num_leaves=21
num_cat=0
split_feature=3 15 3 43 15 16 15 3 16 3 52 3 3 43 3 43 130 52 3 52
split_gain=9.30471 3.03328 1.77178 1.11746 1.00631 0.793754 0.680076 0.703618 0.494381 0.477205 0.45659 0.693081 0.436045 0.368946 0.582009 0.361139 0.281282 0.246639 0.113039 0.0376032
threshold=-0.046079999999999989 -0.2987999999999999 0.11269500000000002 -0.033049999999999989 -0.26361999999999991 -0.085264999999999994 -0.0039399999999999991 0.088880000000000015 -0.52541999999999989 0.3148450000000001 -0.55901999999999985 -0.16574499999999995 0.14029000000000003 -0.18906999999999999 -0.14186499999999996 -0.082579999999999987 0.10378500000000002 0.081945000000000018 -0.016294999999999994 -0.019454999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 15 -1 -2 7 -5 -6 12 -10 -12 -4 17 -15 18 -16 -13 -3 -8
right_child=1 2 9 6 8 -7 19 -9 10 -11 11 13 -14 14 16 -17 -18 -19 -20 -21
leaf_value=0.00080055148494367098 0.00024501004575561266 0.00085873072712757304 0.00056576118063287619 0.001218645833208796 0.00096414496456565457 0.00073938691313952599 0.0014692307149909091 0.00074728093099351309 0.0015642628885439672 0.00040508903773678659 0.00093257911718106217 0.00098374393943654725 0.00094883347065632614 0.0016073535641601164 0.0012896051814130526 0.00065316960075311305 0.0010973827068195478 0.001276514388077532 0.0010760956400052597 0.0013294421428245446
leaf_weight=52 100 56 60 98 58 55 52 54 59 54 66 76 72 62 1645 65 90 56 54 52
leaf_count=52 100 56 60 98 58 55 52 54 59 54 66 76 72 62 1645 65 90 56 54 52
internal_value=0 0.000833752 0.00093747 0.00105377 0.00125589 0.000420661 0.00119304 0.00105142 0.00126708 0.000667779 0.00127562 0.00126707 0.000774977 0.00127849 0.00129098 0.000849855 0.00127965 0.00110822 0.000965757 0.00139968
internal_weight=0 772 617 431 2164 155 256 152 2112 186 2054 1995 132 1929 1797 175 1735 132 110 104
internal_count=2936 772 617 431 2164 155 256 152 2112 186 2054 1995 132 1929 1797 175 1735 132 110 104
is_linear=0
shrinkage=0.0032998


Tree=5507
num_leaves=22
num_cat=0
split_feature=1 0 158 52 16 0 15 3 52 0 49 124 1210 52 43 130 0 159 43 159 43
split_gain=0.454566 0.28281 0.322483 0.309059 0.340052 0.556295 0.271244 0.260908 0.269678 0.267949 0.24858 0.213679 0.145976 0.214611 0.186553 0.157012 0.182456 0.155913 0.254689 0.252298 0.13842
threshold=0.12313000000000002 -0.10934999999999999 1.0000000180025095e-35 0.0049050000000000005 -0.083144999999999983 -0.14797999999999997 -0.11532999999999999 -0.046079999999999989 0.09253500000000002 -0.10998999999999999 -0.048359999999999993 -0.014429999999999998 -0.077834999999999988 0.084580000000000002 0.31405000000000005 -0.054004999999999991 0.14054500000000003 0.0043550000000000004 0.024055000000000003 0.11544000000000001 -0.010629999999999999
decision_type=2 2 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 -2 9 -9 -8 -11 13 -3 15 20 17 18 -17 -19 -14
right_child=7 12 -4 -5 5 -7 10 8 -10 11 -12 -13 14 -15 -16 16 -18 19 -20 -21 -22
leaf_value=-0.0090037384146982036 0.011368755987146859 0.023401880366074653 0.014485942590267278 -0.0052237707690403088 0.025060496593813302 0.00086383817076116868 -0.0020850812261929653 0.012125665831415548 -0.010675828708267001 0.0055498956404041611 0.013894218032393182 -0.0088388222654762795 0.021767964559634478 0.0091265239781428108 0.0019256827690894874 0.0081114019928567004 -0.00019010289081901528 0.0164924665330799 0.01436718408991257 0.0058654649473508288 0.0097913134135801053
leaf_weight=52 66 54 85 96 55 53 56 57 57 56 54 61 57 68 90 1296 54 207 216 92 54
leaf_count=52 66 54 85 96 55 53 56 57 57 56 54 61 57 68 90 1296 54 207 216 92 54
internal_value=0 0.00898816 0.00514249 0.00296765 0.00588681 0.0132028 0.000998368 0.00203571 -0.000623103 0.00265971 0.00574297 -0.00193656 0.00978002 0.0154599 0.00944375 0.00978526 0.00941693 0.00970439 0.00900627 0.0132286 0.0159577
internal_weight=0 2639 451 366 270 108 162 297 231 174 110 117 2188 122 2066 1976 1865 1811 1512 299 111
internal_count=2936 2639 451 366 270 108 162 297 231 174 110 117 2188 122 2066 1976 1865 1811 1512 299 111
is_linear=0
shrinkage=0.16829


Tree=5508
num_leaves=28
num_cat=0
split_feature=1 3 3 3 42 15 1 16 0 3 16 15 16 1 130 1 52 13 0 16 157 15 48 1 43 402 16
split_gain=15.493 3.57444 1.61673 1.5044 1.38038 0.890164 0.876599 0.505997 0.504858 0.491881 0.936302 1.53309 0.384701 0.364169 0.319471 0.29463 0.293345 0.289443 0.206549 0.21939 0.19587 0.188477 0.180601 0.526154 0.299519 0.159004 0.118481
threshold=0.10557500000000002 -0.060719999999999989 0.3148450000000001 -0.066789999999999974 0.10458000000000002 -0.089849999999999985 0.093575000000000019 -0.0096749999999999978 -0.14259999999999998 -0.094654999999999975 0.062910000000000008 0.062230000000000008 -0.16153499999999996 0.076160000000000019 0.091535000000000019 0.122715 -0.060344999999999996 -0.009244999999999998 -0.099244999999999986 -0.072904999999999984 -0.087424999999999989 -0.08237499999999999 0.085395000000000013 1.0000000180025095e-35 -0.017474999999999997 0.050140000000000011 -0.080789999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 15 4 8 5 17 12 -7 -1 10 11 -10 -5 -12 18 21 -8 -3 -11 25 -21 -2 23 24 -14 -20 -16
right_child=1 2 -4 6 -6 7 16 -9 9 14 13 -13 22 -15 26 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0016046700783810259 0.00098993353628962937 0.0006992369415381311 0.00015491382242485718 0.0014681081933157691 0.00015672668956326656 0.0011274937865606422 0.0010723434925298553 0.00072532483299202611 0.00079253693202843136 0.0011951424697321954 0.0012775800750563378 0.0013645651140656496 0.0012286750149437381 0.0016529928286959405 0.0013072232719929808 0.00086955783201764821 0.00073949046935220921 0.00040078692224160614 0.0014017500985579229 0.0011593375982508357 0.0013597329807760496 0.001240981199656893 0.0010273912742885716 0.0014016772868022682 0.00088604404306826781 0.0015385236316420917 0.0010859980265154297
leaf_weight=79 52 77 91 57 52 71 53 67 102 70 62 103 60 54 52 56 66 67 466 61 611 97 76 95 54 124 61
leaf_count=79 52 77 91 57 52 71 53 67 102 70 62 103 60 54 52 56 66 67 466 61 611 97 76 95 54 124 61
internal_value=0 0.000718125 0.000545332 0.00130216 0.000651597 0.000742725 0.00113306 0.000932493 0.00134439 0.00133273 0.00121485 0.00108012 0.00121822 0.00145264 0.00135889 0.00107618 0.000888032 0.000560619 0.00137336 0.00138321 0.00134159 0.0011536 0.00116812 0.00121912 0.00106669 0.00143056 0.00118811
internal_weight=0 630 425 2306 334 282 461 138 1845 1766 321 205 342 116 1445 205 119 144 1332 1262 672 149 285 209 114 590 113
internal_count=2936 630 425 2306 334 282 461 138 1845 1766 321 205 342 116 1445 205 119 144 1332 1262 672 149 285 209 114 590 113
is_linear=0
shrinkage=0.0032998


Tree=5509
num_leaves=25
num_cat=0
split_feature=4 4 12 403 4 52 4 11 34 12 48 2 43 4 49 0 49 49 0 43 156 4 2 13
split_gain=0.558552 0.405229 0.260606 0.409422 0.398378 0.371144 0.52052 0.328784 0.299596 0.468678 0.536648 0.296744 0.320526 0.281968 0.218899 0.207925 0.196944 0.230605 0.228532 0.159722 0.1597 0.109017 0.0769761 0.0653044
threshold=0.31392000000000003 0.41823000000000005 0.083885000000000015 0.084925000000000014 0.078235000000000013 0.013340000000000001 -0.082509999999999986 0.078065000000000009 -0.016844999999999995 -1.0000000180025095e-35 0.085835000000000009 0.097180000000000016 -0.00088499999999999983 0.00093000000000000016 0.098445000000000019 0.121355 -0.081489999999999993 -0.016249999999999997 -0.05937499999999999 0.15260500000000002 -0.01197 0.51395000000000002 0.12068000000000001 -0.065239999999999979
decision_type=2 2 2 2 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 11 -1 10 -10 16 14 -11 23 -9 -4 -18 20 -14 -19 22 -3 -13
right_child=1 21 7 -5 -6 6 -8 15 9 13 -12 12 19 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25
leaf_value=0.017336370122378104 -0.0085658941363089929 0.013083844016976267 0.00089274987005926311 0.019962740403400875 0.015291321642942581 0.0072120565487407209 -0.01301327170438858 0.024351229402505069 -0.017589340552886253 0.0047914642246315075 0.0063433344006604058 0.015389100832317339 -0.0090962436559390621 0.018650944971710239 0.00079749102065181478 0.010090735671724051 0.021283134728168198 0.00041581946562575101 0.020999291128951381 0.0036613945229241255 0.0099732273560623978 0.00063883934846228289 0.004625196395715076 0.0085301009027751468
leaf_weight=53 89 52 64 53 85 63 84 67 53 196 53 72 57 53 80 52 54 52 52 54 1231 100 76 91
leaf_count=53 89 52 64 53 85 63 84 67 53 196 53 72 57 53 80 52 54 52 52 54 1231 100 76 91
internal_value=0 0.00105738 0.00854341 0.00573829 0.00455752 0.00291037 -0.00433305 0.0095518 0.00552453 0.00375602 -0.00560605 0.00898556 0.004607 0.00774869 0.00803147 0.0181349 0.0100511 0.0104718 0.0100331 -0.00287364 0.00958727 0.00482172 0.00807556 0.0115709
internal_weight=0 317 2619 693 640 555 147 1926 408 355 106 1807 354 249 243 119 1453 1389 1335 111 1283 228 128 163
internal_count=2936 317 2619 693 640 555 147 1926 408 355 106 1807 354 249 243 119 1453 1389 1335 111 1283 228 128 163
is_linear=0
shrinkage=0.16829


Tree=5510
num_leaves=29
num_cat=0
split_feature=44 483 2 0 160 0 16 1212 475 1212 43 2 34 52 0 482 13 13 2 16 52 52 43 52 483 160 0 1212
split_gain=0.390037 0.237576 0.259233 0.343756 0.42368 0.339282 0.286496 0.266653 0.301701 0.262505 0.320539 0.258222 0.314738 0.257419 0.2099 0.203498 0.202859 0.328752 0.253373 0.19535 0.182942 0.181065 0.245512 0.167683 0.151617 0.132972 0.0871734 0.0561397
threshold=1.0000000180025095e-35 0.085850000000000024 0.095850000000000005 -0.070304999999999992 0.061085000000000007 -0.14755499999999996 -0.12653999999999996 0.023465000000000003 -0.085684999999999997 0.086260000000000017 -0.016434999999999995 -1.0000000180025095e-35 -0.081629999999999994 -0.060344999999999996 -0.14015999999999998 0.088055000000000008 0.00085500000000000018 -0.050424999999999991 0.13388500000000003 -0.095724999999999991 -0.49865999999999994 0.0049050000000000005 -1.0000000180025095e-35 -0.22711499999999998 0.11484500000000002 -0.089744999999999978 -0.086954999999999991 0.090175000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 6 19 14 8 -7 -9 -11 12 -10 -6 -4 25 17 18 -5 -1 -13 22 -8 -18 -17 -3 -27 -12
right_child=-2 15 3 16 13 7 21 9 11 10 27 20 -14 -15 -16 24 23 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29
leaf_value=0.0097592187072794781 0.021673194416985925 0.019993159620463621 -0.0013893169362420334 0.011672849184797798 0.017311166829753834 0.017868450053028926 -0.011666791834287734 -0.0083631083304140843 0.0095164573481634658 -0.0045333313378670354 0.013516338713578891 -0.0013177888236409496 -0.0046292101050879947 0.001408620100387545 0.011999850676104647 0 0.008677620895197264 0.019750760989159469 -0.0030901135343212711 0.023710572198941002 0.0088748407004060788 -0.014072165265959993 0.0034973109086670158 -0.0017276898542223044 0.012292810130714017 0.0059963882253944766 0.015401406743268869 0.0067770536295676366
leaf_weight=59 53 82 91 89 60 84 52 52 79 72 52 52 102 56 52 60 87 80 52 56 1066 61 72 88 54 53 61 114
leaf_count=59 53 82 91 89 60 84 52 52 79 72 52 52 102 56 52 60 87 80 52 56 1066 61 72 88 54 53 61 114
internal_value=0 0.0070893 0.00656795 0.00412479 0.000905064 0.00771474 -0.00218203 0.00710507 0.00807854 0.0024564 0.00482787 0.00744409 0.00153494 0.00964956 0.00346691 0.0115032 0.00773024 0.0111233 0.00621561 0.0165685 0.00839916 -0.00655821 -0.00284734 0.00343497 0.0058235 0.0147976 0.0110447 0.00889898
internal_weight=0 2938 2628 840 444 1788 328 1673 1383 290 238 1299 181 116 143 310 396 221 141 115 1118 185 124 175 114 196 114 166
internal_count=2991 2938 2628 840 444 1788 328 1673 1383 290 238 1299 181 116 143 310 396 221 141 115 1118 185 124 175 114 196 114 166
is_linear=0
shrinkage=0.16829


Tree=5511
num_leaves=18
num_cat=0
split_feature=4 52 16 14 16 403 158 481 4 1419 157 157 4 4 43 16 43
split_gain=0.411472 0.264474 0.252312 0.238815 0.364029 0.165659 0.166059 0.190328 0.154902 0.148727 0.289226 0.213795 0.138575 0.101766 0.0878728 0.0957916 0.0966197
threshold=0.31392000000000003 0.056265000000000009 -0.12653999999999996 -0.40567999999999999 -0.53870999999999991 -0.54643499999999989 0.12651500000000002 -0.08211499999999998 -0.0097449999999999985 0.089235000000000009 -0.087424999999999989 -0.082869999999999985 0.50027500000000014 -0.021669999999999998 0.082870000000000013 -0.28430999999999995 -0.077034999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 -2 -5 -4 7 -7 -1 10 13 -12 -6 -9 15 16 -10
right_child=1 -3 5 4 12 6 -8 9 14 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=0.019556413178964858 0.0068952637653187359 0.009918593820897343 -0.0029123882335439738 0.0039396419473782356 -0.016997971653990671 0.013747780022756622 -0.0029652624351561669 0.0036198000454387099 0.015589706227282922 0.014949324664951993 0.015644368547656374 0.0062182262366969904 -0.0053363910503327694 -0.0060429187183005948 0.015756090422711779 0.0040497124655026594 0.0061060708505053631
leaf_weight=53 65 67 55 79 55 102 52 55 66 55 71 1877 62 70 53 96 58
leaf_count=53 65 67 55 79 55 102 52 55 66 55 71 1877 62 70 53 96 58
internal_value=0 0.000482393 0.00680539 -0.00193304 -0.00486996 0.00619185 0.00641206 0.00663153 0.0111981 0.00628959 0.00605897 0.00656271 -0.0108337 -0.00177695 0.00956889 0.00807017 0.0111683
internal_weight=0 328 2663 261 196 2337 2282 2230 326 2128 2073 1948 117 125 273 220 124
internal_count=2991 328 2663 261 196 2337 2282 2230 326 2128 2073 1948 117 125 273 220 124
is_linear=0
shrinkage=0.16829


Tree=5512
num_leaves=30
num_cat=0
split_feature=1 2 3 2 51 2 14 49 2 2 2 4 1 16 51 2 16 42 1 132 16 1212 16 4 43 3 4 0 42
split_gain=23.5397 4.83721 3.00751 2.09649 1.49045 1.38746 1.17822 1.17598 1.15957 0.932601 0.765156 0.72208 0.674972 0.52435 0.555474 0.511333 0.360826 0.565704 0.303415 0.221159 0.230245 0.207427 0.234193 0.204367 0.391993 0.185263 0.161462 0.126811 0.0829457
threshold=0.10398500000000001 0.13554000000000002 -0.036264999999999992 0.095850000000000005 0.10532000000000001 -1.0000000180025095e-35 0.073890000000000011 -0.042794999999999993 0.17553000000000005 0.10724500000000002 -1.0000000180025095e-35 0.057200000000000008 0.117245 -0.073554999999999995 -0.15388999999999997 0.10393500000000001 0.15737500000000001 0.079890000000000017 0.11277000000000001 -0.0065149999999999991 -0.080324999999999994 0.090175000000000019 -0.078939999999999996 -0.081204999999999986 -0.0058299999999999992 -0.074084999999999998 -0.49010499999999996 -0.087284999999999988 -0.019039999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 6 8 -4 10 -5 -3 -7 -1 13 15 -9 -15 -2 17 -16 -11 20 28 23 -23 27 -25 -13 -18 -21 -12
right_child=1 4 5 7 -6 9 -8 11 -10 18 19 25 -14 14 16 -17 26 -19 -20 21 -22 22 -24 24 -26 -27 -28 -29 -30
leaf_value=0.0017222592789089325 0.0020946946416433307 0.00096148668601206454 0.00095398024343934669 0.0014489491026344092 0.001360413789010429 0.0017893130819885785 0.0024802889974289595 0.0022840337159652042 0.00035211372873633292 0.0010811614282019595 0.0020292280278744338 0.0018256570349973547 0.0015610277169663055 0.0021902407748010406 0.0015255704498919698 0.0016807540868874914 0.0021330840268891146 0.001938589222878608 0.0014262957900639008 0.0022999028745013558 0.002366705960463096 0.0020606044281675207 0.0017895445798625793 0.0020866406433965295 0.0019196587152182794 0.0015623115232957666 0.0018746053227824294 0.002116406427928345 0.0022055210569545871
leaf_weight=71 80 81 101 71 52 57 77 53 59 52 76 57 98 70 69 57 54 79 63 54 56 82 66 672 207 67 60 289 61
leaf_count=71 80 81 101 71 52 57 77 53 59 52 76 57 98 70 69 57 54 79 63 54 56 82 66 672 207 67 60 289 61
internal_value=0 0.00132928 0.00149801 0.00202086 0.000882641 0.001262 0.00207914 0.00184886 0.000704931 0.00144266 0.00206022 0.00190458 0.00177204 0.00197564 0.00192631 0.00192273 0.00185565 0.00174627 0.00127054 0.00207555 0.00218323 0.00206035 0.00193996 0.0020749 0.00204736 0.00168365 0.00199735 0.0021454 0.00210798
internal_weight=0 700 508 2291 192 273 1711 580 140 172 1634 509 235 385 332 137 262 148 115 1563 193 1370 148 1222 879 124 114 343 137
internal_count=2991 700 508 2291 192 273 1711 580 140 172 1634 509 235 385 332 137 262 148 115 1563 193 1370 148 1222 879 124 114 343 137
is_linear=0
shrinkage=0.0032998


Tree=5513
num_leaves=27
num_cat=0
split_feature=4 2 150 2 0 2 11 12 2 12 403 131 42 15 160 1429 12 2 12 0 393 12 42 16 2 2
split_gain=17.093 4.74658 2.5752 1.5051 1.85918 1.39862 1.21552 0.871622 0.534073 0.379699 0.378875 0.358809 0.481318 0.384577 0.302743 0.365434 0.264493 0.332424 0.443381 0.232174 0.222355 0.218094 0.210018 0.212528 0.194686 0.144776
threshold=0.31392000000000003 0.10060500000000001 0.082085000000000019 -1.0000000180025095e-35 -0.067969999999999989 0.13270000000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.16002500000000003 0.091290000000000024 -0.41686499999999999 0.080165000000000014 0.0069650000000000016 -0.42443999999999993 -0.090494999999999978 0.086350000000000024 0.096265000000000003 0.10605000000000002 0.090745000000000006 -0.06612999999999998 0.086525000000000005 0.10923500000000001 0.088185000000000013 -0.016354999999999998 0.11165000000000001 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 7 9 -3 11 14 -11 12 13 -2 22 20 17 -9 -19 25 -16 24 23 -5 -18 -12
right_child=8 2 -4 6 -6 -7 -8 16 -10 10 19 -13 -14 -15 15 -17 21 18 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.001875804813057639 0.0011244753839742751 0.0012903275903790939 0.00098459487015011568 0.0021062755798563629 0.0010033691614712706 0.0011965146820869675 0.0022189735550852399 0.0020066942459587701 0.00063361942588116744 0.0019568874848496236 0.0017669675049550081 0.00074563635415105195 0.0012715408953720504 0.00078462238724677741 0.0018241727370548666 0.0015589945420458006 0.0014020231769053776 0.0015103121189944365 0.001922814591023253 0.0015504753814536945 0.0020354507255932485 0.001791319674282208 0.0017777816670708504 0.0018547424254536898 0.0016694932409620968 0.0015834239276019291
leaf_weight=52 69 63 97 110 55 90 85 61 54 82 387 52 74 79 903 56 59 63 54 85 61 60 56 60 66 58
leaf_count=52 69 63 97 110 55 90 85 61 54 82 387 52 74 79 903 56 59 63 54 85 61 60 56 60 66 58
internal_value=0 0.00173394 0.00147886 0.00181019 0.00142769 0.0015717 0.00183124 0.00165089 0.000935358 0.00181348 0.00174512 0.000994696 0.00105288 0.000943305 0.00184703 0.00182232 0.00171336 0.00180596 0.001701 0.00171229 0.00183758 0.00162408 0.00195841 0.00201771 0.00154353 0.00174312
internal_weight=0 2663 613 2050 107 516 1943 426 328 1858 612 274 222 148 1246 1020 363 178 117 530 964 185 226 170 125 445
internal_count=2991 2663 613 2050 107 516 1943 426 328 1858 612 274 222 148 1246 1020 363 178 117 530 964 185 226 170 125 445
is_linear=0
shrinkage=0.0032998


Tree=5514
num_leaves=13
num_cat=0
split_feature=3 9 447 48 50 50 47 1204 16 16 1456 403
split_gain=0.46639 0.273539 0.271444 0.219248 0.182869 0.398898 0.282806 0.215949 0.215096 0.168433 0.16822 0.207318
threshold=0.3148450000000001 -1.0000000180025095e-35 0.091410000000000005 -0.089609999999999981 1.0000000180025095e-35 0.089915000000000009 0.077735000000000012 -0.082354999999999984 -0.013049999999999997 -0.23389999999999997 -0.15824499999999997 -0.081424999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 -6 8 -5 -7 -2 -9 -12
right_child=9 2 -4 4 5 6 -8 10 -10 -11 11 -13
leaf_value=-0.0010489423616794355 0.0034595111978831948 0.01923879768839816 -0.0033299837299746861 0.016307982099986365 0.022635135888873777 0.0056277296881160751 0.018571544231116552 0.015943723169912809 0.01535434276385127 -0.01006882667696367 0.0034522524599902575 0.0079542470200539631
leaf_weight=88 52 55 54 81 75 321 80 64 81 52 354 1634
leaf_count=88 52 55 54 81 75 321 80 64 81 52 354 1634
internal_value=0 0.00817147 0.008462 0.00869463 0.00847837 0.011201 0.00941809 0.00776656 0.00759204 -0.00328738 0.00742852 0.00715349
internal_weight=0 2887 2799 2745 2690 557 482 2133 402 104 2052 1988
internal_count=2991 2887 2799 2745 2690 557 482 2133 402 104 2052 1988
is_linear=0
shrinkage=0.16829


Tree=5515
num_leaves=25
num_cat=0
split_feature=4 12 12 14 16 150 16 12 15 51 4 47 4 12 42 4 51 15 4 43 42 51 12 4
split_gain=21.4599 5.03219 2.95896 2.04007 2.49297 1.77028 1.30311 1.24695 1.03575 0.78429 0.768526 0.658945 0.74817 1.07469 0.270824 0.275873 0.228168 0.309258 0.189889 0.182118 0.181944 0.150602 0.114614 0.109388
threshold=0.31392000000000003 0.056995000000000011 0.13642500000000005 -0.45687499999999998 -0.53592999999999991 0.087235000000000021 -0.20132999999999998 0.093910000000000007 -0.43091499999999999 -0.096089999999999981 -0.068329999999999988 0.078345000000000012 -0.15615999999999999 -0.089399999999999993 0.10001500000000001 -0.10701499999999999 -0.08569499999999998 0.083185000000000023 0.059230000000000012 -0.03898999999999999 0.09388500000000001 0.010750000000000001 0.087665000000000007 -0.052619999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 -2 -5 6 -1 14 -6 -8 19 12 -11 -14 15 -3 22 -18 21 -9 -21 23 -17 -12
right_child=3 2 -4 4 8 -7 9 10 -10 11 18 -13 13 -15 -16 16 17 -19 -20 20 -22 -23 -24 -25
leaf_value=0.0018701065086647861 0.0012465250134179855 0.0015232238908042984 0.00096458912592727606 0.00099278545339067195 0.00056705846584245137 0.00089655689364953985 0.0015812679509673697 0.0015785027769750707 6.300224873759937e-05 0.0014960118543566885 0.0014124515000996732 0.0015070292426708209 0.0014067331173384802 0.00086490566989929122 0.0019205383232397896 0.0019876060982873794 0.0016509249024055988 0.0017628590335601725 0.0013155412287556233 0.0018902306095684813 0.0016422135983789382 0.0013399876138008287 0.0017623500341658836 0.0015818003472186724
leaf_weight=52 55 84 68 91 91 103 92 100 87 52 64 73 60 121 73 52 545 569 94 70 67 60 57 155
leaf_count=52 55 84 68 91 91 103 92 100 87 52 64 73 60 121 73 52 545 569 94 70 67 60 57 155
internal_value=0 0.00156754 0.00164269 0.000666949 0.000548318 0.00128778 0.00137725 0.00166585 0.000320892 0.00131277 0.00154105 0.00123192 0.00114558 0.00104471 0.00172098 0.00170981 0.0017226 0.00170813 0.00144703 0.00168888 0.00176919 0.0014912 0.00187013 0.00153247
internal_weight=0 2611 2058 324 269 553 450 1990 178 398 610 306 233 181 1380 1307 1223 1114 373 237 137 279 109 219
internal_count=2935 2611 2058 324 269 553 450 1990 178 398 610 306 233 181 1380 1307 1223 1114 373 237 137 279 109 219
is_linear=0
shrinkage=0.0032998


Tree=5516
num_leaves=30
num_cat=0
split_feature=2 12 3 15 2 49 0 16 12 16 2 51 2 2 0 16 15 0 15 3 3 2 16 0 13 16 0 3 12
split_gain=13.2948 6.85805 1.95267 1.77704 1.74547 1.42613 1.32023 1.28181 0.96256 0.807643 0.609311 0.606745 0.596407 1.1375 0.499628 0.30167 0.251685 0.246671 0.233228 0.22401 0.223241 0.180485 0.167774 0.160901 0.16966 0.148876 0.384238 0.153574 0.0795813
threshold=0.13388500000000003 0.056995000000000011 0.13772500000000001 0.025430000000000005 0.16730000000000003 0.084910000000000013 -0.074679999999999983 0.15273500000000004 0.093910000000000007 -0.24404999999999996 0.095850000000000005 -0.0010099999999999998 0.10384 0.079770000000000021 -0.10594499999999998 -1.0000000180025095e-35 1.0000000180025095e-35 -0.076384999999999995 -0.064619999999999983 -0.095789999999999986 -0.004069999999999999 0.11125500000000001 0.064455000000000012 -0.078399999999999984 -0.067614999999999995 -0.080419999999999978 -0.083564999999999987 -0.086064999999999989 0.099510000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -2 12 10 -10 14 -12 13 -1 -3 18 19 -17 -11 -16 -14 28 -21 -20 -25 26 -18 -27 -19
right_child=4 8 -4 -5 -6 -7 -8 -9 9 15 11 -13 20 -15 16 17 25 21 23 22 -22 -23 -24 24 -26 27 -28 -29 -30
leaf_value=0.00091515496168327961 0.00046765415567534118 0.0019057398814606977 0.00069803125534920836 0.0018208566694886397 0.00028430325505748942 0.0015584070114345199 0.0011066617836532865 0.001533517257737085 0.0011205214382012832 0.0014418421439025904 0.0017060253893111572 0.0012629389478638578 0.00066709494221669965 0.0013720894028166973 0.0013861987950571921 0.001618165188344633 0.001727467141321008 0.0013768219299767261 0.0017983651418934747 0.0016326619624452185 0.00097224242931715594 0.001521567028123479 0.0014541826953146622 0.0017463920052683346 0.0015170221576376478 0.0018417886732495393 0.0015081268862840473 0.0016754160665785505 0.0012113184700248839
leaf_weight=132 55 81 78 55 83 96 99 66 64 96 54 93 52 109 60 61 211 84 56 395 55 66 72 54 120 106 155 167 60
leaf_count=132 55 81 78 55 83 96 99 66 64 96 54 93 52 109 60 61 211 84 56 395 55 66 72 54 120 106 155 167 60
internal_value=0 0.0014861 0.00118846 0.0012561 0.000670667 0.00119513 0.000878674 0.00111081 0.00157921 0.00147493 0.00162863 0.00142595 0.00103053 0.00112196 0.0016525 0.00151287 0.00163488 0.00143015 0.00158153 0.00158035 0.000824276 0.00137536 0.00160522 0.00163968 0.00158841 0.00167979 0.00163467 0.00174014 0.00130811
internal_weight=0 2698 643 565 237 510 154 414 2055 661 1394 147 348 241 1247 597 1166 271 326 527 107 210 467 230 174 639 366 273 144
internal_count=2935 2698 643 565 237 510 154 414 2055 661 1394 147 348 241 1247 597 1166 271 326 527 107 210 467 230 174 639 366 273 144
is_linear=0
shrinkage=0.0032998


Tree=5517
num_leaves=15
num_cat=0
split_feature=4 2 123 457 13 2 484 4 13 4 13 4 16 4
split_gain=31.1274 9.98403 3.45989 2.75643 1.92143 1.55615 0.795153 0.923204 0.784523 0.614683 0.489051 0.371837 0.305415 0.192859
threshold=0.31392000000000003 0.14870000000000003 1.0000000180025095e-35 0.11129500000000002 -0.16392499999999996 0.153865 0.26124500000000006 -0.047714999999999987 -0.05461499999999999 0.50996500000000011 -0.097214999999999982 -0.019794999999999997 -0.42170999999999997 0.5567700000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 7 10 -9 12 -6 -4 -2 -11
right_child=5 -3 11 -5 6 -7 -8 8 -10 13 -12 -13 -14 -15
leaf_value=0.0011859376597359555 0.00062677897115387057 0.00041135628202040669 0.0014004840477946994 0.00096648006295883858 0.0020848729808040528 3.9027213365961818e-05 0.0021449676634356222 0.0017326103714606603 0.0015483304710226865 0.00098784636496752811 0.0017777490239496375 0.0010471318820061087 0.00031414451591768079 0.00071717670661448061
leaf_weight=71 98 70 52 54 61 53 52 633 427 52 1100 91 53 68
leaf_count=71 98 70 52 54 61 53 52 633 427 52 1100 91 53 68
internal_value=0 0.00164142 0.00167529 0.00170506 0.00172205 0.00055685 0.00173879 0.00172926 0.00165841 0.000657992 0.00179392 0.00117587 0.00051728 0.00083476
internal_weight=0 2611 2541 2398 2344 324 2273 2221 1060 271 1161 143 151 120
internal_count=2935 2611 2541 2398 2344 324 2273 2221 1060 271 1161 143 151 120
is_linear=0
shrinkage=0.0032998


Tree=5518
num_leaves=28
num_cat=0
split_feature=1 52 47 52 124 15 13 51 42 1 158 16 15 42 10 48 159 15 15 13 393 52 49 49 159 52 13
split_gain=35.1332 6.14363 3.86523 2.52864 2.48709 1.34335 1.24467 1.31636 1.23147 1.223 0.759386 0.979459 0.782715 0.706481 0.618183 0.615754 0.459116 0.402927 0.34961 0.277555 0.200112 0.195924 0.186928 0.181014 0.213816 0.160381 0.0966826
threshold=0.10398500000000001 -0.24841999999999997 0.078345000000000012 0.12484500000000003 -0.082389999999999977 0.039965000000000007 -0.077504999999999977 0.08845500000000002 0.12109500000000002 0.12000500000000001 0.083065000000000014 0.15273500000000004 -0.0044499999999999991 0.089270000000000002 -0.0073499999999999998 0.089025000000000007 0.0043550000000000004 -0.021954999999999999 0.11806500000000002 -0.081299999999999983 0.10135500000000001 -1.0000000180025095e-35 0.093510000000000024 0.083250000000000005 0.037030000000000007 0.10744000000000002 -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 3 9 -1 6 13 10 16 21 11 12 -8 22 -11 -4 18 -13 20 -16 25 -3 23 24 -6 -7 -15
right_child=1 2 15 -5 5 8 7 -9 -10 14 -12 17 -14 26 19 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.001441086935777157 0.0019669692792403013 0.0011131123884423554 0.0017678581520439841 0.0015706694715226137 0.0021771268453203794 0.0021244044124295956 0.0018489362194651579 0.0015010799471765165 0.001652311143609052 0.00034253768075041092 0.0022508643110321627 0.0019466574233156877 0.0014178070911756715 0.0017621860213860728 0.00090243587455376831 0.0013262531321900784 0.0024220731819311198 0.0022718329370722042 0.0019173540482629089 0.00062070187107789859 0.0023533759456848455 0.00088905797498141034 0.0019655683078002987 0.002305645908883379 0.0019474884402546785 0.0022598463318723905 0.001960162625943103
leaf_weight=77 91 92 62 53 231 624 207 92 55 58 71 116 60 63 68 80 71 68 72 90 59 84 59 91 59 124 58
leaf_count=77 91 92 62 53 231 624 207 92 55 58 71 116 60 63 68 80 71 68 72 90 59 84 59 91 59 124 58
internal_value=0 0.00116875 0.00104495 0.000893494 0.00202548 0.0020461 0.00196996 0.00186675 0.00213509 0.000801847 0.00193113 0.00188071 0.00175219 0.00208286 0.00063503 0.00151931 0.00216301 0.00206702 0.00214204 0.000742177 0.00216204 0.00100638 0.00214479 0.00217245 0.00213053 0.0021469 0.00185738
internal_weight=0 678 587 445 2257 2180 1175 614 1005 392 522 451 267 561 216 142 950 184 879 158 807 176 440 381 290 748 121
internal_count=2935 678 587 445 2257 2180 1175 614 1005 392 522 451 267 561 216 142 950 184 879 158 807 176 440 381 290 748 121
is_linear=0
shrinkage=0.0032998


Tree=5519
num_leaves=29
num_cat=0
split_feature=1 52 47 1 0 10 1 12 15 12 12 15 3 15 15 3 42 0 3 51 160 3 0 50 42 52 3 52
split_gain=28.2301 5.74034 3.59196 2.60314 1.8268 1.39453 1.36593 1.66999 1.22168 1.09536 0.662747 0.637073 0.59074 0.537807 0.445989 0.777923 0.342171 0.338621 0.325609 0.319405 0.317762 0.234497 0.222258 0.181904 0.166442 0.236295 0.12569 0.115622
threshold=0.10404000000000001 -0.41694999999999993 1.0000000180025095e-35 0.12000500000000001 -0.11991499999999998 -0.013164999999999998 0.092845000000000025 0.085845000000000019 -0.0039399999999999991 0.098595000000000016 0.023990000000000004 -0.43091499999999999 -0.0031199999999999995 -0.15097999999999998 0.083185000000000023 -0.12711499999999995 0.091330000000000008 -0.13409999999999997 0.0025650000000000004 -0.017084999999999999 -0.08589999999999999 -0.079459999999999989 -0.079554999999999987 0.091320000000000012 -0.080354999999999982 0.089455000000000021 -0.08212499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 10 -4 -5 9 12 11 13 18 -7 -8 -1 15 -15 21 -17 -3 -19 -11 27 -9 -24 -22 -26 -18 -16
right_child=1 2 4 5 -6 8 7 22 -10 20 -12 -13 -14 14 16 17 26 19 -20 -21 24 -23 23 -25 25 -27 -28 -29
leaf_value=0.0020908387927794682 0.0018217927385148749 0.00068414241759582391 0.00076717739498233207 -2.8464762288931021e-05 0.0015253443068366755 0.00061640165033906692 0.00093544236722419797 0.0015177034928973814 0.0010069030039411161 0.0013054927038769369 0.0012699095573587482 0.00016732318039482661 0.00140228028441932 0.0013843607842620605 0.0017598497871182232 0.0015069323914750576 0.0018032564490432512 0.0018433485556115195 0.00099321882103210334 0.0017018648824973354 0.001747664748112144 0.0020486266608757946 0.0019032087529182499 0.0016412931642724522 0.001426003144202519 0.001682670091793223 0.0016019380325604906 0.0018699072500549807
leaf_weight=55 71 74 53 52 101 78 54 54 53 52 54 62 67 76 177 67 59 290 77 474 61 64 64 59 92 73 97 325
leaf_count=55 71 74 53 52 101 78 54 54 53 52 54 62 67 76 177 67 59 290 77 474 61 64 64 59 92 73 97 325
internal_value=0 0.000933826 0.000829388 0.000680354 0.00126465 0.000450507 0.00170299 0.00149398 0.000579739 0.00173472 0.000954878 0.000417776 0.00119423 0.00176654 0.00175557 0.00170621 0.00181752 0.00173561 0.000841984 0.00175562 0.00154182 0.00185582 0.00169869 0.00177786 0.00159604 0.00153977 0.0016783 0.00183117
internal_weight=0 675 604 450 154 245 2260 298 193 1962 205 140 121 1684 1629 907 722 831 151 764 278 566 177 123 226 165 156 502
internal_count=2935 675 604 450 154 245 2260 298 193 1962 205 140 121 1684 1629 907 722 831 151 764 278 566 177 123 226 165 156 502
is_linear=0
shrinkage=0.0032998


Tree=5520
num_leaves=18
num_cat=0
split_feature=4 4 3 3 16 129 16 4 160 16 394 3 3 3 475 2 16
split_gain=0.842908 0.456356 0.409244 0.349163 0.638692 0.231108 0.22862 0.209623 0.298735 0.293515 0.156095 0.155862 0.452129 0.342926 0.180645 0.0968796 0.0756156
threshold=0.27258000000000004 -0.50946499999999995 0.28833000000000003 0.096440000000000012 -0.0088649999999999996 0.010690000000000002 -0.019749999999999993 0.50996500000000011 -0.072114999999999985 -0.42170999999999997 -0.0081249999999999985 -0.12077499999999998 -0.15624499999999999 -0.10337499999999998 -0.0034549999999999993 0.11543500000000002 0.062500000000000014
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 11 10 9 -9 15 -7 12 16 -13 -15 -2 -3
right_child=7 2 -4 4 -6 6 -8 8 -10 -11 -12 13 -14 14 -16 -17 -18
leaf_value=0.027580333255895338 0.010829284319277236 0.016079953496076778 -9.3363468587917174e-05 0.035707613045791065 0.011969912776308784 0.019472320916668218 0.001279654090103031 0.0019560380514305176 0.018003314222268085 -0.0073760509857197327 0.0078035463923358216 0.00066556644017069148 0.027781199444837971 0.017561422641882731 0.012906558827996786 0.0016272101412723348 0.0073404991891232521
leaf_weight=65 62 53 63 56 76 53 88 67 65 72 86 60 82 282 1541 69 62
leaf_count=65 62 53 63 56 76 53 88 67 65 72 86 60 82 282 1541 69 62
internal_value=0 0.0136333 0.0132702 0.0136161 0.0220541 0.0131325 0.00801472 0.0046492 0.00987172 0.00124442 0.0122657 0.0136902 0.0182183 0.0132155 0.0136276 0.0059961 0.0113839
internal_weight=0 2567 2502 2439 132 2307 227 335 132 203 139 2080 197 1883 1823 131 115
internal_count=2902 2567 2502 2439 132 2307 227 335 132 203 139 2080 197 1883 1823 131 115
is_linear=0
shrinkage=0.16829


Tree=5521
num_leaves=28
num_cat=0
split_feature=1 52 12 1 2 2 4 10 51 4 2 0 4 4 4 1 52 1 4 12 1447 48 4 160 52 52 2
split_gain=18.2922 3.46912 2.49671 2.62597 2.0775 2.12238 1.4532 1.03606 0.850511 0.673675 1.16008 0.564519 0.653559 0.452255 0.447889 0.445705 0.366139 0.348788 0.335604 0.26537 0.177477 0.207356 0.175399 0.202529 0.116231 0.110817 0.0902743
threshold=0.10557500000000002 -0.40011499999999994 1.0000000180025095e-35 0.086165000000000005 1.0000000180025095e-35 -1.0000000180025095e-35 0.054720000000000012 -0.36237499999999995 0.11326500000000002 -0.15366499999999997 0.092250000000000013 -0.084044999999999995 -0.49010499999999996 0.024470000000000002 -0.088039999999999993 0.12895500000000001 -0.070529999999999995 0.08845500000000002 -0.10023999999999998 0.099035000000000026 -0.085644999999999985 0.086310000000000012 -0.085739999999999997 0.11797500000000001 0.0035300000000000006 -0.046194999999999993 0.13084500000000002
decision_type=2 2 2 2 2 2 2 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 15 11 -6 16 -5 -11 14 -13 25 -4 -3 -9 20 -14 24 -16 -22 -20 -24 -8 -1 -18
right_child=1 4 6 9 7 -7 19 8 -10 10 -12 12 18 -15 17 -17 26 -19 22 -21 21 -23 23 -25 -26 -27 -28
leaf_value=0.0015681670217673725 0.0015747429818517434 0.00096290488474781982 0.0018864326054717664 0.0013276254704677065 0.00020696789587749042 0.0014132805101731668 0.0012651708850071411 0.00037259098340196919 0.0010453742676026093 0.0011445856890076732 0.00057763299840972839 0.0018653766185360633 0.0012393185187226626 0.0013132419012280127 0.0014659566119849796 0.00055157477396660163 0.0006070541462306271 0.0013815161680063831 0.001644757920663093 0.0011010085378661903 0.0016892295378072768 0.0015163060312485782 0.0014777856915276723 0.0016964872206762086 0.0014551067982967922 0.0017866714038759365 0.00075836799698950996
leaf_weight=56 65 53 74 52 57 90 77 57 60 89 71 56 54 58 62 64 97 66 100 64 438 97 680 52 74 55 84
leaf_count=56 65 53 74 52 57 90 77 57 60 89 71 56 54 58 62 64 97 66 100 64 438 97 680 52 74 55 84
internal_value=0 0.000852495 0.00148922 0.001245 0.000768899 0.00103189 0.00153832 0.000615452 0.000693466 0.000999939 0.000893221 0.00157112 0.0015171 0.00155221 0.00164012 0.000738205 0.000604602 0.00161258 0.00149505 0.00128201 0.00163806 0.00165794 0.00151161 0.00149337 0.00135849 0.00167675 0.000677472
internal_weight=0 627 2275 381 562 207 1894 355 298 212 160 1679 942 169 737 117 238 663 886 215 597 535 832 732 151 111 181
internal_count=2902 627 2275 381 562 207 1894 355 298 212 160 1679 942 169 737 117 238 663 886 215 597 535 832 732 151 111 181
is_linear=0
shrinkage=0.0032998


Tree=5522
num_leaves=29
num_cat=0
split_feature=1 2 51 3 3 156 2 1186 1 3 1 2 43 1 3 3 2 1447 42 51 13 484 15 13 131 15 13 15
split_gain=0.69386 0.458209 0.440778 0.514845 1.46237 0.427957 0.357788 0.335332 0.326266 0.304765 0.287187 0.202473 0.422516 0.256331 0.211811 0.174503 0.258374 0.180039 0.239949 0.171905 0.178704 0.141807 0.124248 0.13987 0.147547 0.139284 0.0644092 0.0446473
threshold=0.086005000000000012 1.0000000180025095e-35 0.10532000000000001 -0.13827999999999999 -0.017704999999999995 0.094600000000000017 0.080495000000000011 0.083355000000000012 0.080125000000000016 -0.13392999999999997 0.10593500000000002 -1.0000000180025095e-35 -0.084879999999999983 0.12200500000000002 -0.063889999999999988 -0.082474999999999979 0.086545000000000025 -0.084999999999999978 0.083725000000000008 -0.023999999999999997 -0.36115499999999995 -1.0000000180025095e-35 0.11082500000000002 -0.066634999999999986 0.092000000000000012 0.090465000000000004 -0.081299999999999983 0.08759500000000002
decision_type=2 2 2 2 2 2 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 11 3 10 -5 19 -1 8 9 -8 -3 12 -2 -14 22 17 -17 -11 -19 -6 -21 -18 23 24 26 27 -13 -25
right_child=1 2 -4 4 5 -7 7 -9 -10 15 -12 14 13 -15 -16 16 21 18 -20 20 -22 -23 -24 25 -26 -27 -28 -29
leaf_value=0.026485906997580848 -0.005768320852663161 0.021893235583838964 0.01585714277189447 -0.022177583225643942 -0.0064646709532117834 0.018633694321295038 0.0010139609679126096 0.025799122305463169 0.022942939192852042 0.0015593281998883177 0.0047972963290682331 0.016210554467680157 0.017978568280933964 0.0033850986143795867 0.023498871761096166 0.022688579764651245 0.0081239461589021813 0.0090508930384396932 0.015983272030996722 -0.0035605586175498074 0.0071657002741701342 0.014584629651995147 0.0044827120622396785 0.0093467006243592131 0.0086527150019512743 0.0022690575095124727 0.023573229627393735 0.01637958402823262
leaf_weight=60 54 55 91 68 52 54 67 58 84 56 57 106 80 60 52 96 123 393 223 60 163 467 54 53 58 53 52 53
leaf_count=60 54 55 91 68 52 54 67 58 84 56 57 106 80 60 52 96 123 393 223 60 163 467 54 53 58 53 52 53
internal_value=0 0.00845376 0.00506455 0.00313149 0.000284039 0.00493202 0.0137024 0.0132118 0.0127268 0.0121233 0.0132087 0.0114637 0.00685517 0.0117371 0.0133188 0.0126701 0.0145655 0.0107324 0.0115634 0.00223498 0.00427165 0.0132408 0.0120806 0.0131699 0.0159703 0.00935438 0.0186451 0.0128801
internal_weight=0 1275 600 509 397 329 1627 1567 1509 1425 112 675 194 140 481 1358 686 672 616 275 223 590 429 375 216 159 158 106
internal_count=2902 1275 600 509 397 329 1627 1567 1509 1425 112 675 194 140 481 1358 686 672 616 275 223 590 429 375 216 159 158 106
is_linear=0
shrinkage=0.16829


Tree=5523
num_leaves=24
num_cat=0
split_feature=12 2 2 2 0 2 12 41 0 0 43 13 16 11 0 0 160 403 1203 0 2 16 160
split_gain=14.0523 4.40282 3.07555 3.04962 0.895769 0.86459 0.612438 0.756665 0.610328 0.599805 0.586867 1.16544 0.55613 0.871724 0.501821 0.409953 0.35472 0.2215 0.179585 0.163746 0.281109 0.219099 0.143702
threshold=0.056995000000000011 0.13501500000000002 0.10859000000000001 -1.0000000180025095e-35 -0.064994999999999983 0.08647500000000001 0.090285000000000018 0.075585000000000013 -0.10726999999999999 -0.067969999999999989 -0.073079999999999992 -0.36115499999999995 -0.4193599999999999 0.080455000000000013 -0.14076499999999997 -0.14720499999999997 -0.50371499999999991 -0.10440999999999999 0.084795000000000023 -0.081024999999999986 0.087495000000000003 0.42146500000000003 -0.50142999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 9 5 -5 7 8 -2 -1 -4 -12 -8 16 -13 -7 -14 -10 22 20 -18 -21 -19
right_child=1 -3 10 4 -6 15 12 -9 17 -11 11 14 13 -15 -16 -17 19 18 -20 21 -22 -23 -24
leaf_value=0.00098861158484550788 0.0012213736381956749 0.00069813281170704778 0.00049751649791301338 0.0015568804460188265 0.0015948499536322272 0.00094060696882521415 0.0011756830300969814 0.0019337498345010865 0.0014256570303545144 0.0005601317104149318 0.00053083351488555594 0.00076449978902915253 0.0011852245969762956 0.0017859343941192373 0.0011621986624920613 0.0012890522345875672 0.0012374536474744407 0.0017492792015258445 0.0017736597715297434 0.0015232317917409674 0.0014793527957794482 0.0013249222493965018 0.0015649301243481279
leaf_weight=65 58 74 88 58 98 92 71 61 103 80 96 59 54 93 86 63 86 53 58 479 145 73 709
leaf_count=65 58 74 88 58 98 92 71 61 103 80 96 59 54 93 86 63 86 53 58 479 145 73 709
internal_value=0 0.00148971 0.000972642 0.00114822 0.00133262 0.00121181 0.00151837 0.0015748 0.00155244 0.000752452 0.000729185 0.000813631 0.00145959 0.00148123 0.00100062 0.00108246 0.00144733 0.0015732 0.0015917 0.00146536 0.00138945 0.00149707 0.0015778
internal_weight=0 2117 785 456 311 213 2043 1042 981 145 329 241 1001 930 145 155 837 923 820 783 231 552 762
internal_count=2902 2117 785 456 311 213 2043 1042 981 145 329 241 1001 930 145 155 837 923 820 783 231 552 762
is_linear=0
shrinkage=0.0032998


Tree=5524
num_leaves=27
num_cat=0
split_feature=3 3 43 12 12 16 42 13 1446 12 16 124 0 156 13 43 0 157 16 13 16 3 0 0 3 3
split_gain=7.12124 3.12209 3.24276 1.27139 0.883701 0.989146 0.872441 0.661847 0.640875 0.591849 0.504664 0.4303 0.323301 0.253588 0.38118 0.240129 0.229078 0.392981 0.214636 0.285291 0.258515 0.193247 0.46793 0.149285 0.140124 0.37336
threshold=-0.059315 0.28833000000000003 -0.049999999999999996 1.0000000180025095e-35 0.092755000000000018 -0.40430999999999989 -1.0000000180025095e-35 -0.007069999999999999 0.093190000000000009 -0.053404999999999987 -0.5152199999999999 -0.086289999999999992 0.044695000000000006 -0.01197 0.06301000000000001 0.31405000000000005 0.11737000000000002 -0.062424999999999994 0.0011450000000000004 0.00085500000000000018 -0.052039999999999996 -0.13392999999999997 -0.108275 -0.069414999999999991 -0.0037099999999999998 0.085880000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 8 -6 -2 11 13 -3 -4 -8 15 -5 21 24 17 -7 20 -20 -19 -15 -23 -13 -12 -26
right_child=1 9 10 4 5 16 7 -9 -10 -11 12 23 -14 14 -16 -17 -18 18 19 -21 -22 22 -24 -25 25 -27
leaf_value=0.0006831746902276573 0.0009694344589819626 0.00057195176426265166 0.00076137109748080972 0.0014155389808375733 0.00068783797378185285 0.00084510515752312233 0.0008454946213457353 0.00019968657585243019 0.0015899827055048023 0.00011456160856033075 0.00095395297247332029 0.0003648504193310355 0.0013385540612392782 0.0014069655703053299 0.00094328774380555969 0.00085555504098714665 0.0013332208650402655 0.0011395970544542317 0.0011284757346367729 0.0008617120065706101 0.001379324420723762 0.00089801003753669161 0.0012218805975861803 0.00061633470071314686 0.001363520461721026 0.001056592294900084
leaf_weight=59 57 56 54 66 63 59 58 56 52 69 57 53 56 57 60 52 53 291 143 65 61 52 982 52 61 158
leaf_count=59 57 56 54 66 63 59 58 56 52 69 57 53 56 57 60 52 53 291 143 65 61 52 982 52 61 158
internal_value=0 0.000801282 0.000885534 0.00116202 0.0011761 0.00108464 0.000605095 0.000510106 0.00122905 0.000319754 0.00106217 0.000616538 0.00110438 0.00121359 0.00120198 0.00106429 0.00112179 0.00110363 0.0011308 0.00104528 0.00118124 0.00121618 0.00120563 0.000489731 0.00110349 0.00114224
internal_weight=0 839 714 2063 2004 735 276 219 1269 125 438 163 384 1217 1151 328 672 619 560 208 352 1091 1034 105 276 219
internal_count=2902 839 714 2063 2004 735 276 219 1269 125 438 163 384 1217 1151 328 672 619 560 208 352 1091 1034 105 276 219
is_linear=0
shrinkage=0.0032998


Tree=5525
num_leaves=19
num_cat=0
split_feature=4 156 150 42 0 4 130 1210 156 156 47 133 0 159 0 0 49 51
split_gain=0.691112 0.279063 0.212811 0.33475 0.228369 0.345261 0.220975 0.229433 0.25051 0.38989 0.194643 0.118598 0.153835 0.220972 0.125942 0.0916488 0.0724953 0.0424714
threshold=0.31392000000000003 0.10779500000000002 0.088985000000000009 0.083725000000000008 -0.14920999999999998 1.0000000180025095e-35 -0.081969999999999987 -0.077869999999999981 0.080810000000000007 0.090625000000000011 0.11002500000000003 0.085475000000000009 -0.105195 0.10473 -0.19166999999999998 -0.081604999999999997 -0.067844999999999989 -0.10183499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 -6 15 10 -10 -9 12 14 -14 -2 -8 -5 -3
right_child=11 17 3 16 6 -7 7 8 9 -11 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=0.010320897318167538 0 0.015336889072516449 -0.0022881654515358833 0.015549872639967571 0.0023160867761198617 0.026768493411804647 0.0077639716550869774 0.011061859327592079 0.026896741035935794 0.009082688710468299 0.0040780407595599035 0.0086601763556657801 -0.0081459600612738044 0.0056792615713341923 0.011123261951759637 -0.0014830339837404976 0.0069010025210986068 0.022083361158449593
leaf_weight=88 60 53 94 57 94 62 67 1694 70 70 122 68 88 52 55 55 55 59
leaf_count=88 60 53 94 57 94 62 67 1694 70 70 122 68 88 52 55 55 55 59
internal_value=0 0.0106674 0.0103016 0.00510102 0.0107622 0.0171312 0.0103215 0.0106828 0.0111249 0.0180025 0.0105937 0.002413 0.000740039 -0.00299804 0.00530637 0.00358051 0.0113187 0.0189069
internal_weight=0 2640 2528 206 2322 150 2172 2078 1956 140 1816 323 255 140 115 122 112 112
internal_count=2963 2640 2528 206 2322 150 2172 2078 1956 140 1816 323 255 140 115 122 112 112
is_linear=0
shrinkage=0.16829


Tree=5526
num_leaves=20
num_cat=0
split_feature=1 3 4 4 3 43 12 1 12 14 13 1456 4 3 3 13 1 15 39
split_gain=23.8732 3.97401 3.48565 2.14656 1.54161 1.41267 1.05575 1.30849 0.885381 0.871254 0.738329 0.713076 0.618023 0.572306 0.534351 1.3931 0.429603 0.335553 0.311518
threshold=0.10910500000000002 -0.053364999999999996 0.31392000000000003 0.41377500000000006 0.3148450000000001 -0.025079999999999995 -1.0000000180025095e-35 0.09258000000000001 0.11755500000000001 0.064610000000000015 -0.010655 0.083690000000000014 0.25367000000000006 -0.084699999999999984 -0.10690999999999999 0.084770000000000026 0.117245 -0.17840999999999999 0.088755000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 16 5 10 7 18 9 11 -3 14 -7 -13 15 -8 -2 -16 -1
right_child=1 4 -4 -5 -6 12 8 -9 -10 -11 -12 13 -14 -15 17 -17 -18 -19 -20
leaf_value=0.0017141089880225082 0.0015836013721231995 0.00063280877082771568 0.00069660531219401911 0.00057860051555606439 0.00016526408521770587 0.0011068579057958471 0.00093392379899241555 0.00098111227504977757 0.0011972236338096205 0.0018785874375647411 0.00015479356874364893 0.0019555732222943344 0.00065673347816194944 0.0015717363688901079 0.0018048371400439579 0.001549482703169332 0.0011961414718041007 0.0015339806927361361 0.0013489404231794586
leaf_weight=53 59 88 57 52 88 76 59 85 78 89 59 79 60 95 53 127 69 1585 52
leaf_count=53 59 88 57 52 88 76 59 85 78 89 59 79 60 95 53 127 69 1585 52
internal_value=0 0.000742629 0.00150405 0.00114513 0.000547249 0.000665904 0.00152358 0.00128662 0.00154436 0.00155731 0.000441192 0.00154298 0.000908533 0.00174621 0.00152358 0.00135441 0.00137501 0.00154277 0.0015336
internal_weight=0 551 2412 180 371 283 2355 190 2165 2087 147 1998 136 174 1824 186 128 1638 105
internal_count=2963 551 2412 180 371 283 2355 190 2165 2087 147 1998 136 174 1824 186 128 1638 105
is_linear=0
shrinkage=0.0032998


Tree=5527
num_leaves=13
num_cat=0
split_feature=10 2 0 47 149 10 480 403 1 12 0 0
split_gain=0.862083 0.380345 0.29161 0.261286 0.239781 0.256779 0.239912 0.211188 0.213977 0.184693 0.182746 0.135829
threshold=-0.00189 0.13388500000000003 -0.083619999999999986 0.11224000000000002 0.079475000000000004 0.057650000000000007 -0.039079999999999997 -0.5492149999999999 0.11860000000000001 0.091395000000000018 -0.083804999999999977 -0.040094999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 -2 -8 -9 -5 -3 -12
right_child=1 10 -4 9 -6 -7 7 8 -10 -11 11 -13
leaf_value=0.0065515417409786119 0.0016594430450617855 -0.005959922206263968 -0.0088959183513030761 -0.0049521666875895834 0.021358499073898751 0.0007251622882328844 0.021438071295349238 0.010472422663207592 0.02045225376843942 0.0083594827791543796 0.011405675224079998 0.00014474941759322652
leaf_weight=54 81 54 96 52 58 76 54 2185 63 68 61 61
leaf_count=54 81 54 96 52 58 76 54 2185 63 68 61 61
internal_value=0 0.00976223 -0.00332286 0.010268 0.010634 0.0103803 0.0106875 0.0110043 0.0107529 0.00257613 0.00217466 0.00578994
internal_weight=0 2813 150 2637 2517 2459 2383 2302 2248 120 176 122
internal_count=2963 2813 150 2637 2517 2459 2383 2302 2248 120 176 122
is_linear=0
shrinkage=0.16829


Tree=5528
num_leaves=32
num_cat=0
split_feature=1 1 1 13 39 0 0 49 10 1 160 49 14 0 49 13 51 2 159 13 155 50 52 0 0 0 2 1185 52 13 13
split_gain=17.7498 3.02363 1.74814 1.21874 1.0965 1.1458 0.955538 0.739647 0.733129 0.498804 0.857442 0.478524 0.39098 0.501382 0.884534 0.360258 0.306273 0.2507 0.307561 0.228448 0.226519 0.252133 0.208956 0.189514 0.170704 0.157545 0.148564 0.147543 0.13919 0.223954 0.0785093
threshold=0.10910500000000002 0.13699000000000003 0.090195000000000011 -0.089359999999999981 0.086750000000000008 -0.10934999999999999 -0.06952499999999999 -0.014479999999999998 -1.0000000180025095e-35 0.081720000000000015 -0.06146999999999999 -0.078034999999999979 0.064610000000000015 -0.10726999999999999 0.082820000000000019 -0.063549999999999982 -1.0000000180025095e-35 0.088555000000000009 -0.023859999999999996 -0.084964999999999985 0.11426500000000002 0.090865000000000015 -0.079689999999999997 -0.076734999999999984 -0.064994999999999983 -0.074504999999999988 0.11585500000000001 0.086265000000000022 0.023800000000000005 -1.0000000180025095e-35 -0.070004999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 -4 5 -2 12 11 -3 10 -8 -5 13 14 -1 -10 -12 18 -15 -19 21 28 -7 -23 -24 -6 -18 -20 29 -9 -21
right_child=1 8 3 7 25 22 9 20 15 -11 16 -13 -14 17 -16 -17 26 19 27 30 -22 23 24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0010838801704724467 0.00074084308392308206 5.673709964696468e-05 0.000796396131508511 0.001250547378235164 0.00050568014345575541 0.0013622547957855182 0.00084036798022363432 0.0010408217708929165 0.00034576497721881171 0.0015736679298594062 0.0015165367786533115 0.00081982711088594558 0.001701719366119717 0.0016962339244564594 0.0015991053642775194 0.0007140258336846315 0.0013114109511114702 0.0015746445920996805 0.0014835562854688194 0.0013362516018046882 0.0015609015895674701 0.0015937178358242435 0.0012370973537199151 0.0013090425082591182 0.0009786384067808913 0.0007590063439449461 0.0010875795051589663 0.001665898934438526 0.0014008452572213169 0.0013151183773396054 0.001432461355888235
leaf_weight=94 102 54 63 63 58 52 53 60 61 52 59 52 82 101 60 56 95 100 640 165 55 55 57 52 59 52 53 56 52 76 274
leaf_count=94 102 54 63 63 58 52 53 60 61 52 59 52 82 101 60 56 95 100 640 165 55 55 57 52 59 52 53 56 52 76 274
internal_value=0 0.00074025 0.00139683 0.00122857 0.000904293 0.00101764 0.00144396 0.00128705 0.000375505 0.00127632 0.00121672 0.00105609 0.00147721 0.00146483 0.00128485 0.000522328 0.00131291 0.00148556 0.00152341 0.00142952 0.00136284 0.00132579 0.00118549 0.0014557 0.00110594 0.000625755 0.00123149 0.00149828 0.00125166 0.00119436 0.00139638
internal_weight=0 551 2412 528 380 270 1884 465 171 312 260 115 1572 1490 154 117 207 1336 797 539 350 295 168 107 116 110 148 696 188 136 439
internal_count=2963 551 2412 528 380 270 1884 465 171 312 260 115 1572 1490 154 117 207 1336 797 539 350 295 168 107 116 110 148 696 188 136 439
is_linear=0
shrinkage=0.0032998


Tree=5529
num_leaves=25
num_cat=0
split_feature=4 12 12 4 0 0 16 0 0 49 4 4 12 40 39 1456 4 158 481 0 155 4 4 4
split_gain=21.2854 5.71045 2.89358 2.18106 2.64512 1.43849 0.964103 0.937222 0.906054 0.944413 0.800126 0.719395 0.684935 0.673753 0.617977 0.390297 0.38877 0.37207 0.279801 0.255475 0.410696 0.229899 0.214914 0.485332
threshold=0.31392000000000003 0.078120000000000009 0.13642500000000005 -0.47860499999999995 -0.061674999999999994 -0.23043999999999995 -0.54364499999999982 -0.14867499999999997 -0.10185499999999999 -0.079769999999999994 0.0049450000000000006 -0.15504999999999997 -0.096004999999999993 -0.0020749999999999996 0.093225000000000016 0.083690000000000014 0.50027500000000014 0.078875000000000015 -0.08211499999999998 -0.076589999999999978 0.097355000000000011 -0.084854999999999986 0.052250000000000012 0.071150000000000005
decision_type=2 2 2 2 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 -2 -3 9 -7 15 -6 -8 -11 16 19 -14 22 -17 21 -21 -9 -12 -24
right_child=6 2 -4 4 11 8 12 10 -10 13 17 -13 14 -15 -16 18 -18 -19 -20 20 -22 -23 23 -25
leaf_value=0.0018410123250003916 0.0011418807356739654 0.0021471839750734235 0.00094878728368990716 0.0018647653657685136 0.0011159783547283998 0.0015289735683580508 0.00033504584781908985 0.0018630201254629319 0.001551946757919761 0.0012948093970458071 0.0016498022757133902 0.00059680915781352029 0.00064474042612218895 0.00083131725001980438 0.00047184920856407561 0.002107043378118908 0.00099550764169419981 0.0017516544515032376 0.0017921058601564816 0.001605515926642 0.0018589362065591574 0.0017372106401866863 0.0011799279924118878 0.0015620739737956381
leaf_weight=80 53 58 53 59 52 57 58 204 103 59 75 67 57 83 65 55 90 91 77 320 92 891 56 108
leaf_count=80 53 58 53 59 52 57 58 204 103 59 75 67 57 83 65 55 90 91 77 320 92 891 56 108
internal_value=0 0.0016317 0.0017114 0.00133564 0.00125134 0.00139213 0.000734085 0.00173132 0.00129967 0.00116892 0.00171905 0.000823969 0.000653905 0.00102414 0.000740974 0.00174909 0.000859736 0.00156976 0.0019236 0.00173378 0.00166219 0.00176068 0.00150036 0.0014318
internal_weight=0 2640 2080 560 480 361 323 2027 302 199 1969 119 270 142 212 1639 147 330 132 1507 412 1095 239 164
internal_count=2963 2640 2080 560 480 361 323 2027 302 199 1969 119 270 142 212 1639 147 330 132 1507 412 1095 239 164
is_linear=0
shrinkage=0.0032998


Tree=5530
num_leaves=18
num_cat=0
split_feature=39 124 1446 0 0 2 1455 0 13 52 52 16 15 15 3 0 15
split_gain=0.394264 0.276343 0.297726 0.362558 0.50784 0.337115 0.288272 0.310064 0.379847 0.277442 0.307815 0.166199 0.149057 0.132169 0.11935 0.0689338 0.0343834
threshold=0.099350000000000008 -0.078224999999999989 0.11228000000000002 -0.12851999999999997 -0.14755499999999996 0.093200000000000019 0.10268500000000001 -0.10228499999999999 -0.098524999999999988 0.40431 0.18043000000000001 -0.095724999999999991 -0.19153499999999998 -0.088484999999999994 0.10766000000000002 -0.090729999999999991 -0.032519999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 5 11 7 8 -5 10 -9 -3 -1 -2 -7 -14 -11
right_child=13 2 -4 6 -6 14 -8 9 -10 16 -12 -13 15 -15 -16 -17 -18
leaf_value=-0.0040588600048403331 0.0048591375117399147 0.0079666494245575828 0.023046956788761057 0.030407914517367088 -0.0055262107613438059 -0.0027910656602970394 -0.00096227147533226368 0.010675260942082829 0.011525570153919976 0.021748557286506095 -0.00015463463673288385 0.020316320944573786 0.010561838556725184 -0.0059834031814359262 0.0073512500581961243 0.0024719930603462233 0.015976399390664475
leaf_weight=52 82 54 52 52 93 57 56 1909 73 52 77 74 63 52 77 58 78
leaf_count=52 82 54 52 52 93 57 56 1909 73 52 77 74 63 52 77 58 78
internal_value=0 0.00999121 0.0104087 0.0101602 0.00514542 0.0089403 0.0109345 0.0112326 0.019395 0.0107495 0.0102545 0.0151203 0.00345498 0.000638177 0.00302357 0.00669891 0.0182991
internal_weight=0 2877 2704 2652 355 262 2297 2241 125 2116 1986 128 173 134 134 121 130
internal_count=3011 2877 2704 2652 355 262 2297 2241 125 2116 1986 128 173 134 134 121 130
is_linear=0
shrinkage=0.16829


Tree=5531
num_leaves=28
num_cat=0
split_feature=1 12 1 14 12 474 4 12 51 15 15 483 14 15 4 40 4 12 133 49 1213 15 15 4 133 133 0
split_gain=15.9083 3.37369 3.11714 1.27786 1.23503 1.2094 1.06893 0.786232 0.748117 0.631302 0.616238 0.496819 0.647316 0.536913 0.999703 0.621321 0.367163 0.352334 0.431402 0.301973 0.262308 0.371072 0.237159 0.222589 0.278094 0.15415 0.104939
threshold=0.10075500000000003 0.085845000000000019 0.13130500000000003 0.064610000000000015 0.056995000000000011 0.080165000000000014 -0.17568999999999999 0.11697000000000002 0.041320000000000003 -0.021954999999999999 -0.097794999999999979 0.085615000000000011 -0.23083499999999998 -0.19153499999999998 0.094220000000000012 -0.066629999999999981 -0.041239999999999992 0.090455000000000021 -0.27301499999999995 0.08716500000000002 -0.11464999999999999 0.039965000000000007 -0.092879999999999976 0.032770000000000001 -0.043354999999999998 0.085475000000000009 -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 2 2
left_child=3 6 16 4 5 8 -2 17 9 10 -1 12 -8 -14 15 -15 -3 19 -19 20 -6 -22 -18 24 -20 -21 -25
right_child=1 2 -4 -5 7 -7 11 -9 -10 -11 -12 -13 13 14 -16 -17 22 18 23 25 21 -23 -24 26 -26 -27 -28
leaf_value=0.0014497691284493239 0.0011100219874492134 0.0014788013548268264 0.00042530917838169517 0.0017493005757583744 0.0012194029997251543 0.00073004450254065352 0.00084707526907495316 0.0010623915618376448 0.00096011560012734657 0.0016307565302033451 0.00095772236036187027 0.0008940135249871548 0.0002690665428377919 0.00070118331925161773 0.0008872574588046745 0.00025777151675823642 0.0013735761861365654 0.0011056969098201699 0.0016074975416579384 0.0017353442990111407 0.0013596680192401582 0.0015025056619724442 0.0010941372278280969 0.0011349866160554939 0.0013768136512467182 0.001505791083693947 0.0013475158975635609
leaf_weight=61 52 76 57 97 66 57 72 76 65 67 52 58 82 55 77 93 53 72 67 52 364 459 96 56 478 98 53
leaf_count=61 52 76 57 97 66 57 72 76 65 67 52 58 82 55 77 93 53 72 67 52 364 459 96 56 478 98 53
internal_value=0 0.000827891 0.00111551 0.00137758 0.00136073 0.00116443 0.000661953 0.00139291 0.00126535 0.00137538 0.00122365 0.000608555 0.000564777 0.000498455 0.000581898 0.000422791 0.0012902 0.00140713 0.00135062 0.00144658 0.00142308 0.00143937 0.00119377 0.00137753 0.00140524 0.0015856 0.00123865
internal_weight=0 771 282 2240 2143 302 489 1841 245 180 113 437 379 307 225 148 225 1765 726 1039 889 823 149 654 545 150 109
internal_count=3011 771 282 2240 2143 302 489 1841 245 180 113 437 379 307 225 148 225 1765 726 1039 889 823 149 654 545 150 109
is_linear=0
shrinkage=0.0032998


Tree=5532
num_leaves=27
num_cat=0
split_feature=1 1 12 12 1 14 12 43 1 151 1 12 2 2 1 14 2 12 43 151 43 159 42 1 2 43
split_gain=31.1146 4.67237 4.85418 3.78375 2.47902 1.62534 1.20001 0.887891 0.798955 0.709936 0.598038 0.585735 0.55223 0.875738 0.444879 0.353172 0.344287 0.359807 0.302041 0.252716 0.248089 0.215547 0.215136 0.304891 0.1837 0.0443249
threshold=0.10398500000000001 0.13662500000000002 0.085075000000000026 0.056995000000000011 0.092485000000000026 0.073890000000000011 0.11755500000000001 -0.077134999999999995 0.11561500000000001 -0.00016499999999999997 0.084815000000000015 0.090455000000000021 -1.0000000180025095e-35 0.10859000000000001 0.089895000000000017 -1.0000000180025095e-35 0.16993500000000003 -0.041014999999999989 0.26746000000000009 -1.0000000180025095e-35 0.090280000000000013 0.085345000000000018 -0.081829999999999986 0.094090000000000021 0.091570000000000012 -0.14595999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 4 7 6 11 -1 -4 -6 24 14 -2 -14 20 -15 17 -3 22 -17 21 -5 25 -24 -9 -13
right_child=1 16 8 5 9 -7 -8 10 -10 -11 -12 18 13 15 -16 19 -18 -19 -20 -21 -22 -23 23 -25 -26 -27
leaf_value=0.0012214269407228976 0.00055626706291301848 0.00037532584714001696 0.0017014876520563234 0.0018132788639871205 0.00072151703907164899 0.0022697764102734843 0.0013567519629253965 0.0020109680068296147 0.0012742595343210124 0.0012467315098138409 0.001503466214193109 0.0019213079162622658 0.001270297306734247 0.0010217631602644998 0.0015575458690889662 0.00086843922589729321 0.0002498674205574378 0.00074634239713647615 0.0014733001682286991 0.00058259208587089573 0.002053836781848136 0.0019791608518352518 0.00165543869629823 0.0018624573629773904 0.0017259640948938831 0.0017905195408477101
leaf_weight=55 66 58 98 825 52 71 78 53 95 62 93 53 54 54 64 60 60 57 58 80 61 101 443 98 52 110
leaf_count=55 66 58 98 825 52 71 78 53 95 62 93 53 54 54 64 60 60 57 58 80 61 101 443 98 52 110
internal_value=0 0.000918796 0.00107931 0.00172032 0.00141233 0.00177791 0.00175943 0.00159462 0.00149138 0.00100747 0.0016981 0.00177673 0.000825922 0.000897543 0.00182771 0.000793605 0.00045356 0.000559527 0.00170638 0.00070535 0.00184519 0.00183141 0.00172553 0.001693 0.00187016 0.00183326
internal_weight=0 682 507 2329 367 1962 1891 253 193 114 198 1813 314 248 1051 194 175 115 762 140 987 926 704 541 105 163
internal_count=3011 682 507 2329 367 1962 1891 253 193 114 198 1813 314 248 1051 194 175 115 762 140 987 926 704 541 105 163
is_linear=0
shrinkage=0.0032998


Tree=5533
num_leaves=34
num_cat=0
split_feature=12 12 3 43 15 47 43 12 15 15 160 16 12 15 12 50 151 3 151 15 42 42 42 43 12 16 49 12 42 12 15 42 16
split_gain=9.70143 2.42896 2.00512 2.96919 1.09851 1.02663 0.857678 0.840242 0.69076 0.485659 0.421207 0.459328 0.357716 0.526061 0.279336 0.219707 0.218944 0.250233 0.198076 0.192993 0.172697 0.171187 0.232912 0.214647 0.157598 0.15528 0.152197 0.146484 0.128622 0.138887 0.123444 0.0975778 0.0857561
threshold=0.056995000000000011 0.13936000000000001 0.11878500000000002 -0.030594999999999994 -0.0039399999999999991 0.077735000000000012 -0.116045 0.090455000000000021 -0.040119999999999996 -0.093959999999999988 -0.063889999999999988 -0.08267999999999999 0.093125000000000013 -0.17840999999999999 0.092395000000000019 0.08956500000000002 -0.088054999999999981 -0.13392999999999997 -0.029339999999999995 0.089545000000000013 0.10045500000000002 0.089110000000000009 0.088185000000000013 -0.0094449999999999968 -0.087384999999999977 -0.092864999999999989 -0.0063599999999999985 -0.088999999999999982 0.096385000000000012 0.094545000000000018 0.10189000000000002 0.09117500000000002 0.026395000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 6 5 18 -1 16 12 27 -4 -12 -9 -14 19 28 26 -18 -5 -10 25 22 23 -19 -11 -15 -2 -8 29 -16 -30 -23 -6
right_child=1 -3 10 4 32 -7 9 8 14 24 11 -13 13 20 15 -17 17 21 -20 -21 -22 31 -24 -25 -26 -27 -28 -29 30 -31 -32 -33 -34
leaf_value=0.00086678063723694436 0.00091290024554988795 0.0005045856687491536 0.0006527294174662224 0.00086502067081282031 0.0011455271123720241 0.001223587307106985 0.00039191178837572678 0.0011380760489478254 0.0011271301433799135 0.00070791285588863101 0.00045697738794528333 8.3936222091010436e-05 0.00060830798884187263 0.00076515519130216443 0.0013232583048287954 0.0013133031631909345 0.0013703067176632513 0.0012251287101378038 0.00061084031594398644 0.00087227565878418437 0.0011334988773586483 0.0013730257397563642 0.00095841454628911278 0.0011026057477482719 0.0004539741788627677 0.00097225825872146649 0.0011673661309299025 0.00014395117520816142 0.00093411993506937443 0.0011316719342015229 0.0011506500009596456 0.0011972518215175576 0.0013304601205557135
leaf_weight=63 52 71 54 53 56 57 52 90 64 55 93 59 56 55 56 93 92 468 96 70 53 80 56 246 54 160 55 53 62 194 59 70 64
leaf_count=63 52 71 54 53 56 57 52 90 64 55 93 59 56 55 56 93 92 468 96 70 53 80 56 246 54 160 55 53 62 194 59 70 64
internal_value=0 0.0011059 0.000683211 0.000779292 0.000992856 0.000846125 0.000527822 0.00112592 0.0010567 0.000427871 0.000401791 0.00031241 0.000952544 0.000900899 0.00112875 0.00116752 0.00118848 0.00120372 0.00070149 0.00099426 0.000961906 0.00118703 0.00116668 0.00118296 0.000582432 0.000919442 0.00104403 0.000267086 0.00113088 0.00117473 0.00103999 0.00129123 0.00124445
internal_weight=0 2202 809 603 326 206 277 2131 1012 214 206 152 414 324 598 464 1119 1012 149 134 268 920 770 714 109 215 107 105 371 250 121 150 120
internal_count=3011 2202 809 603 326 206 277 2131 1012 214 206 152 414 324 598 464 1119 1012 149 134 268 920 770 714 109 215 107 105 371 250 121 150 120
is_linear=0
shrinkage=0.0032998


Tree=5534
num_leaves=29
num_cat=0
split_feature=12 2 2 16 13 52 3 3 15 12 16 2 159 3 151 3 52 15 12 13 159 130 133 12 456 133 52 16
split_gain=11.0951 4.27095 3.08443 3.01964 1.51494 1.39984 1.11048 1.11355 0.852837 0.756928 0.811714 0.728626 0.689311 0.588998 0.580322 0.487329 0.383716 0.345913 0.256533 0.190016 0.17449 0.171298 0.2683 0.137189 0.319048 0.287744 0.114333 0.0861374
threshold=0.056995000000000011 0.13631000000000001 0.14132000000000003 0.12992000000000004 -0.0015099999999999998 1.0000000180025095e-35 -0.026279999999999998 0.110335 -0.15973499999999999 0.090285000000000018 -0.4193599999999999 0.10085000000000001 0.079715000000000022 -0.14186499999999996 -1.0000000180025095e-35 -0.14088999999999999 -0.15365999999999999 0.078925000000000009 0.091945000000000013 -0.27740999999999993 0.085345000000000018 0.097180000000000016 0.077945 0.084485000000000018 0.041000000000000002 0.083645000000000011 0.099570000000000006 -0.0083599999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 5 8 -6 14 -1 11 -11 15 -10 -12 -8 -2 -5 21 -19 -4 23 22 -15 25 -25 -17 -20 -22
right_child=1 -3 19 16 6 -7 7 -9 12 10 13 -13 -14 17 -16 20 -18 18 26 -21 27 -23 -24 24 -26 -27 -28 -29
leaf_value=0.00026818558985989855 0.0017400283294552246 0.00057310217144908011 0.00028038966049076091 0.0013186140493756792 0.00070137078880684568 0.0011225565276586147 0.0010921201613998681 0.00082419184459160601 0.00089094447365364936 0.00099289098842437334 0.0016017074754589502 0.0011006866931021573 0.00042251671236025879 0.0012276729134236128 0.0015114815507668118 0.001208000889306317 0.0016998508502991682 0.001242100431611911 0.001490336568945624 0.00054947387370792478 0.0016938570006536939 0.0011050180748789671 0.0014206121909336787 0.0014920409757713568 0.0012381596448408339 0.00147761687098449 0.0013626208327012458 0.0014938312234165025
leaf_weight=60 76 70 53 68 65 77 60 63 102 70 102 58 52 233 93 77 52 92 215 64 52 64 124 616 61 105 134 53
leaf_count=60 76 70 53 68 65 77 60 63 102 70 102 58 52 233 93 77 52 92 215 64 52 64 124 616 61 105 134 53
internal_value=0 0.00137597 0.000923926 0.00100774 0.000907745 0.000740484 0.00108083 0.00119486 0.000602845 0.00140232 0.00133785 0.001463 0.000733003 0.00136286 0.00134726 0.00148317 0.00148411 0.00133456 0.0013999 0.000427882 0.00146288 0.00126602 0.00129479 0.00144691 0.00146922 0.00136374 0.0014414 0.00159323
internal_weight=0 2202 809 692 572 291 281 216 214 2132 1034 1098 154 964 153 1040 120 862 441 117 964 421 357 859 677 182 349 105
internal_count=3011 2202 809 692 572 291 281 216 214 2132 1034 1098 154 964 153 1040 120 862 441 117 964 421 357 859 677 182 349 105
is_linear=0
shrinkage=0.0032998


Tree=5535
num_leaves=19
num_cat=0
split_feature=15 2 39 13 3 14 2 52 2 52 14 0 15 15 42 2 2 15
split_gain=16.4478 7.4095 2.85991 2.286 1.36927 1.307 0.997825 0.908925 0.899205 0.896374 0.83961 0.807533 0.675261 0.626974 0.562532 0.394308 0.38783 0.361767
threshold=-0.26361999999999991 0.11366500000000002 0.0039300000000000003 -0.27740999999999993 0.10402500000000002 -0.45687499999999998 -0.007134999999999999 -0.41694999999999993 0.096080000000000013 0.047800000000000009 0.073890000000000011 -0.13843999999999998 -0.052239999999999988 -0.43587999999999999 0.091485000000000025 0.097110000000000016 0.089945000000000011 -0.031624999999999993
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 10 -1 -4 -5 -8 12 11 16 -9 -7 17 -16 -2 -13
right_child=1 3 6 7 -6 13 8 9 -10 -11 -12 14 -14 -15 15 -17 -18 -19
leaf_value=0.00060165185250032123 0.0011602838315960585 0.00018827386524815652 0.0004449264694770376 0.0011923971150719431 0.00080550107506082097 0.00021781110602118884 0.001243790583580138 0.000790086479249534 0.00067492540084639735 0.0010274061211189597 0.0015636110896137885 0.0012008319706232917 0.00034204053098010109 -0.00020004039282108798 0.0011856630371663674 0.00090952590624670832 0.00076139462435280826 0.0013127110811621619
leaf_weight=66 52 78 59 59 80 98 63 79 59 74 88 466 69 65 340 69 56 1041
leaf_count=66 52 78 59 59 80 98 63 79 59 74 88 466 69 65 340 69 56 1041
internal_value=0 0.00113069 0.00119755 0.000688645 0.0012305 0.000209834 0.000798345 0.000827412 0.000968972 0.000730253 0.00124658 0.00123278 0.000581438 5.09671e-05 0.00124849 0.00113916 0.000953779 0.00127814
internal_weight=0 2732 2373 359 2192 229 181 281 122 222 2112 2024 148 163 1916 409 108 1507
internal_count=2961 2732 2373 359 2192 229 181 281 122 222 2112 2024 148 163 1916 409 108 1507
is_linear=0
shrinkage=0.0032998


Tree=5536
num_leaves=27
num_cat=0
split_feature=4 39 11 48 51 42 11 4 4 4 160 51 42 4 160 150 42 49 42 43 160 48 11 4 133 43
split_gain=23.5717 3.61639 1.74665 1.27832 1.17536 1.11209 0.895471 0.746107 0.683269 2.81869 0.602596 0.589952 0.56799 0.403583 0.449451 0.367642 0.298963 0.296735 0.21294 0.140323 0.101687 0.228588 0.0891439 0.0769358 0.0600243 0.00517088
threshold=0.31392000000000003 0.08252000000000001 1.0000000180025095e-35 0.014805 0.08482000000000002 -1.0000000180025095e-35 0.084110000000000004 0.0040650000000000009 -0.10023999999999998 -0.47860499999999995 -0.075199999999999975 0.10570500000000001 0.081180000000000016 -0.085669999999999982 0.056295000000000005 0.081245000000000026 0.097140000000000018 -0.014114999999999997 0.086510000000000017 -0.010894999999999998 -0.071204999999999991 0.10255000000000002 0.090310000000000015 0.50944500000000004 0.024980000000000006 -0.052849999999999994
decision_type=2 2 2 2 2 2 2 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 20 -3 -4 8 9 -1 -2 -6 -7 24 -15 18 17 -9 23 -19 -5 25 -8 -12 -10 -22
right_child=10 5 6 4 11 12 22 16 13 -11 15 -13 -14 14 -16 -17 -18 19 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=0.0018886378653398251 0.00083031915174220879 0.0015228475922984819 0.0021980781398885886 0.0016206083814191846 0.00089242426900042453 0.00080476628171805074 0.0016000411397662003 0.0012522766310109296 0.0017316194645766662 0.00097599534280571015 0.00025579984303228864 0.0013269813078779968 0.0011909095273319229 0.0015857516935851551 0.0017936011694835174 0.00071564497194044033 0.0012010062942891804 0.001462754818826647 0.00058213402396571461 0.001633705202990682 0.0015910320249175774 0.0012853739672709962 0.0017947144853540395 0.00042971731447622385 0.0018732419411995162 0.0015123263101810768
leaf_weight=68 85 58 63 66 66 87 53 54 107 81 58 72 81 1069 130 67 52 148 63 90 52 56 63 56 61 55
leaf_count=68 85 58 63 66 66 87 53 54 107 81 58 72 81 1069 130 67 52 148 63 90 52 56 63 56 61 55
internal_value=0 0.00152741 0.00156494 0.00153965 0.00136096 0.00112776 0.00187943 0.00157488 0.00160656 0.00139274 0.000590399 0.0011194 0.000991152 0.00162984 0.00160832 0.000506676 0.00143518 0.00147676 0.000427375 0.00152755 0.00150637 0.0014599 0.00170607 0.000341542 0.00178325 0.00155091
internal_weight=0 2632 2406 2227 367 226 179 1860 1516 149 329 138 168 1367 1199 244 344 292 177 238 229 163 116 114 168 107
internal_count=2961 2632 2406 2227 367 226 179 1860 1516 149 329 138 168 1367 1199 244 344 292 177 238 229 163 116 114 168 107
is_linear=0
shrinkage=0.0032998


Tree=5537
num_leaves=29
num_cat=0
split_feature=3 52 43 49 16 52 16 159 43 52 3 16 52 52 41 1429 16 1429 150 42 42 12 52 151 43 3 3 3
split_gain=1.20453 0.379746 0.347149 0.305706 0.320853 0.250934 0.418148 0.287148 0.228367 0.225154 0.262732 0.217024 0.212041 0.246942 0.206804 0.241368 0.45188 0.250226 0.156764 0.15579 0.154167 0.146452 0.140335 0.129425 0.110734 0.0749743 0.0933022 0.080276
threshold=0.28833000000000003 0.08321000000000002 0.054875000000000007 -0.010984999999999998 -0.082359999999999989 0.013340000000000001 -0.10227499999999999 -0.085469999999999977 0.097510000000000027 -0.15824499999999997 -0.016814999999999997 -0.10227499999999999 0.085380000000000025 0.37486000000000003 0.083565000000000014 0.084690000000000015 0.066010000000000013 1.0000000180025095e-35 0.11648500000000002 0.089625000000000024 0.086000000000000007 0.086655000000000024 0.53076500000000015 -0.083899999999999988 -0.036849999999999994 -0.087794999999999998 -0.082394999999999982 -0.091034999999999991
decision_type=2 2 2 2 2 2 2 2 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 18 7 -7 -5 -4 -6 23 -2 -3 20 15 17 -17 -9 -1 22 25 -22 -15 -11 -23 27 -27 -14
right_child=11 2 8 5 9 6 -8 14 -10 10 -12 -13 13 19 -16 16 -18 -19 -20 -21 21 24 -24 -25 -26 26 -28 -29
leaf_value=-0.0030610463782229356 -0.0098969083030726445 0.02704545870076153 0.00037787069190118135 0.025304312128307745 0.0021653957247368401 0.014930053676653902 -0.0049655604134827827 0.012873220690012097 0.014037438847441644 0.003113698862051519 0.022506653058662056 0.0034621008913355666 0.017464279907586731 0.032424664144204265 0.022032923417984449 -0.0055715371169663529 0.014965877477426909 0.024870595929289304 0.0082868403698816619 0.016680128804934666 0.005616339331105509 0.010475885899065543 0.020087597271665838 0.013713308913778652 0.020266777012266146 0.02441120985927309 0.01613510663269057 0.0090443097045696755
leaf_weight=87 65 61 59 58 60 64 56 1061 85 53 68 73 86 52 71 56 66 52 57 96 82 78 55 87 58 69 93 53
leaf_count=87 65 61 59 58 60 64 56 1061 85 53 68 73 86 52 71 56 66 52 57 96 82 78 55 87 58 69 93 53
internal_value=0 0.0132746 0.0160716 0.0119061 0.00783954 0.0130339 0.00563046 0.0136839 0.00845329 0.011283 0.0139045 -0.00281717 0.0174703 0.0166589 0.0131665 0.0126553 0.00552414 0.0134354 0.00141835 0.0216541 0.0147016 0.0112694 0.0261 0.00971343 0.0146646 0.0171814 0.0196712 0.0142667
internal_weight=0 2823 927 1896 412 1484 120 1364 144 268 208 138 783 722 1306 1235 122 1113 144 203 519 218 107 140 136 301 162 139
internal_count=2961 2823 927 1896 412 1484 120 1364 144 268 208 138 783 722 1306 1235 122 1113 144 203 519 218 107 140 136 301 162 139
is_linear=0
shrinkage=0.16829


Tree=5538
num_leaves=26
num_cat=0
split_feature=1 2 10 11 12 12 49 3 2 12 3 1452 4 1429 4 1 0 3 4 1213 15 0 12 3 0
split_gain=12.0626 2.48088 2.16276 1.83288 1.74666 1.42135 0.780783 0.879509 0.756648 0.744893 0.685748 0.4935 0.499935 0.469191 0.428841 0.374381 0.388416 0.365335 0.341871 0.22784 0.168367 0.122328 0.0917651 0.197319 0.0468215
threshold=0.11690500000000002 0.10060500000000001 -0.088499999999999981 1.0000000180025095e-35 0.086085000000000009 -0.042789999999999988 0.085655000000000023 -0.011259999999999997 -1.0000000180025095e-35 0.099680000000000005 0.11745500000000002 0.087675000000000017 0.0054350000000000015 0.084710000000000021 0.27020000000000005 0.081720000000000015 -0.10339499999999999 -0.0024599999999999995 -0.084044999999999995 -0.086579999999999976 -0.068309999999999996 -0.062714999999999979 0.11755500000000001 -0.07249499999999999 0.098975000000000021
decision_type=2 2 2 2 2 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 8 6 17 7 -3 -1 20 -9 12 13 19 21 16 -14 -4 -5 -10 -6 -7 23 -11 -22
right_child=2 4 5 18 9 14 -8 10 11 22 -12 -13 15 -15 -16 -17 -18 -19 -20 -21 24 -23 -24 -25 -26
leaf_value=0.00085443577938708575 -0.00010583859000515922 0.00024505811693611469 0.00055847717291131194 0.0017123860834619288 0.0010834165666540442 0.00080019759732777643 0.0010551585593843466 0.00094790906630631095 0.0010582773899456346 0.00082429025321267531 0.00046743850527150907 0.001449741902342793 0.0013214271011215324 0.00093239323302816122 0.00058071054648787558 0.00082136621355148186 0.00095002893812749735 0.00022207999347422167 0.0013525311056582802 0.0011911278245151039 0.0013617636418748675 0.0010237926767890915 0.00079839464137622948 0.0011109958531100126 0.0012138615955875427
leaf_weight=102 58 55 56 67 75 59 52 76 165 56 57 58 53 94 74 88 76 96 53 1214 57 53 62 52 53
leaf_count=102 58 55 56 67 75 59 52 76 165 56 57 58 53 94 74 88 76 96 53 1214 57 53 62 52 53
internal_value=0 0.00110129 0.00048234 0.00115775 0.000914273 0.000583374 0.000696405 0.000596988 0.00113205 0.00106147 0.000742258 0.00114823 0.00113786 0.00115978 0.000776966 0.000988887 0.00110289 0.000346248 0.00155374 0.00117526 0.00120693 0.000906321 0.000902959 0.00096266 0.00129082
internal_weight=0 2565 396 1970 595 338 240 188 1850 355 133 1748 1690 1473 186 217 129 152 120 1379 185 112 170 108 110
internal_count=2961 2565 396 1970 595 338 240 188 1850 355 133 1748 1690 1473 186 217 129 152 120 1379 185 112 170 108 110
is_linear=0
shrinkage=0.0032998


Tree=5539
num_leaves=19
num_cat=0
split_feature=15 2 124 13 150 14 457 42 16 13 2 15 2 132 133 124 1447 42
split_gain=23.9068 10.8834 4.95645 4.58429 2.12277 2.11596 2.17515 1.38994 1.09409 1.00403 0.957527 0.878371 0.816255 0.776324 0.865596 0.454513 0.382185 0.426739
threshold=-0.24211499999999997 0.11366500000000002 -0.082389999999999977 -0.16140499999999997 1.0000000180025095e-35 0.073890000000000011 0.064110000000000014 0.073240000000000013 0.39813000000000004 -0.0073899999999999999 0.081315000000000012 0.043560000000000008 0.13501500000000002 0.080815000000000012 0.083000000000000018 -0.059944999999999991 -0.082119999999999985 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 10 -3 8 6 11 -8 12 15 -2 13 -5 14 -4 -1 -13 -18
right_child=1 3 5 4 -6 -7 7 -9 -10 -11 -12 16 -14 -15 -16 -17 17 -19
leaf_value=0.00042319955965330512 0.00056453138568362778 0.00020544454786834658 0.0014552206661439229 0.0013008703206341076 0.00054736854829202963 0.0020526771630071691 0.00091959558277166615 0.0015262565143729391 0.0015877584887162982 0.00062192347777707368 0.0011535131290345549 0.0018597119817879695 0.00078452622104896973 0.0012232523156154908 0.0016622533537262551 4.4285523348102824e-05 0.0016659238409615833 0.0014988358621269636
leaf_weight=55 59 81 636 80 59 89 99 71 72 94 62 80 58 102 342 93 589 240
leaf_count=55 59 81 636 80 59 89 99 71 72 94 62 80 58 102 342 93 589 240
internal_value=0 0.00143758 0.00151785 0.000894193 0.00110145 0.00155288 0.00153227 0.00117317 0.00125696 0.000355065 0.000866615 0.00156294 0.00108411 0.00149894 0.00152765 0.000185336 0.00163894 0.00161759
internal_weight=0 2719 2369 350 269 2248 2159 170 210 242 121 1989 138 1080 978 148 909 829
internal_count=2961 2719 2369 350 269 2248 2159 170 210 242 121 1989 138 1080 978 148 909 829
is_linear=0
shrinkage=0.0032998


Tree=5540
num_leaves=21
num_cat=0
split_feature=1 47 0 0 12 3 124 12 12 1 13 3 50 51 150 157 13 0 3 1
split_gain=1.12911 0.498965 0.309633 0.399815 0.37722 0.379118 0.285394 0.297251 0.273726 0.266191 0.224144 0.280479 0.199049 0.201024 0.151641 0.150096 0.131506 0.127995 0.0970578 0.0724027
threshold=0.12072500000000001 0.12339500000000002 -0.13619499999999998 -0.23395499999999997 0.088965000000000002 -0.022704999999999996 -0.048219999999999992 -0.014854999999999998 0.10544500000000001 0.10540500000000001 -0.11279499999999999 -0.005644999999999999 0.10861000000000003 0.09939000000000002 -0.047069999999999994 0.078875000000000015 -0.016319999999999998 -0.075914999999999996 -0.07934999999999999 0.10257000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 -1 5 -5 19 -8 10 -7 -2 -12 13 14 -9 -16 17 18 -14 -4
right_child=1 -3 6 4 -6 9 7 12 -10 -11 11 -13 16 -15 15 -17 -18 -19 -20 -21
leaf_value=0.02106516383684159 0.0098560089402944338 0.017963358067798484 0.010119034037162392 -0.007097870995390736 0.01923596764152587 0.0021651763940562117 0.026332431964349503 0.023653853117087183 -0.011014416129926116 0.015837765681147597 0.0065067762527691673 -0.0089020905248310498 0.0036513515093822497 0.025108245100329989 0.014730484185021625 0.007559329556251531 0.0031217158764638483 0.018979734574424121 0.013894381844979743 0.0016539426253415199
leaf_weight=63 77 52 61 69 52 100 61 52 52 68 64 70 53 54 1699 88 64 53 53 55
leaf_count=63 77 52 61 69 52 100 61 52 52 68 64 70 53 54 1699 88 64 53 53 55
internal_value=0 0.00290014 0.0135663 0.0089054 0.00624844 0.00339128 0.014281 0.014715 -7.13043e-05 0.00771001 0.00261706 -0.00152922 0.0143792 0.0149411 0.0146416 0.0143783 0.00960103 0.0121978 0.00878982 0.0061209
internal_weight=0 315 2645 352 289 237 2293 2177 263 168 211 134 2116 1893 1839 1787 223 159 106 116
internal_count=2960 315 2645 352 289 237 2293 2177 263 168 211 134 2116 1893 1839 1787 223 159 106 116
is_linear=0
shrinkage=0.16829


Tree=5541
num_leaves=23
num_cat=0
split_feature=4 2 4 2 15 51 2 12 4 12 150 3 474 12 43 15 2 2 34 12 51 51
split_gain=0.715338 0.443344 0.349462 0.479588 0.283744 0.283145 0.265 0.292655 0.379443 0.21215 0.314214 0.211129 0.198906 0.254536 0.184505 0.196745 0.172422 0.274014 0.172054 0.132531 0.110326 0.073829
threshold=0.31392000000000003 -0.0098549999999999974 -0.35269999999999996 0.13631000000000001 0.091600000000000015 -0.057604999999999996 0.088005000000000014 0.088465000000000002 -0.0060699999999999999 0.095450000000000021 0.081245000000000026 -0.071524999999999991 0.084655000000000022 0.083785000000000012 0.055890000000000002 0.11082500000000002 0.11523000000000001 0.13554000000000002 -0.082914999999999989 0.091545000000000015 -0.079404999999999989 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 18 5 4 6 -3 12 8 -8 10 16 14 13 -4 15 -6 -2 -18 -1 -9 -14 -7
right_child=9 2 3 -5 11 21 7 19 -10 -11 -12 -13 20 -15 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0073376811059308704 0.0081127769309142297 0.011119405361438033 0.01942986455989951 -0.00062703718736685011 0.019757367809623852 0.019903160343901646 -0.00068878328166523508 0.016204937654006879 0.0098453962913352591 -0.0057664169090595055 0.015848701282341313 0.022299074784752657 0.0001499130881863779 0.012032370038645849 0.0063729587122840995 0.0095647984919161131 -0.010456131333675575 0.0052823946238573219 -0.0063498591499181649 0.0095930337722561175 0.010993070591469057 0.028734470126747208
leaf_weight=52 78 84 161 94 141 59 175 123 216 64 59 102 53 752 79 88 58 68 52 295 54 53
leaf_count=52 78 84 161 94 141 59 175 123 216 64 59 102 53 752 79 88 58 68 52 295 54 53
internal_value=0 0.0112633 0.0117062 0.0111308 0.0116253 0.0185451 0.0107252 0.00844378 0.00512602 0.00290999 0.00502819 0.0156362 0.0125329 0.0133388 0.0134239 0.0158484 0.00188992 -0.00194807 0.000476636 0.0115429 0.00563895 0.0240983
internal_weight=0 2633 2529 2333 2239 196 1829 809 391 327 263 410 1020 913 308 229 204 126 104 418 107 112
internal_count=2960 2633 2529 2333 2239 196 1829 809 391 327 263 410 1020 913 308 229 204 126 104 418 107 112
is_linear=0
shrinkage=0.16829


Tree=5542
num_leaves=32
num_cat=0
split_feature=1 3 2 2 2 2 2 2 0 2 3 3 2 3 52 0 43 2 43 0 49 2 0 52 157 49 52 43 1 43 52
split_gain=41.7705 8.36749 2.89626 2.74586 2.70812 2.18466 1.68288 1.32121 1.55883 1.01335 1.00824 0.822504 0.669181 0.340349 0.322182 0.351651 0.312409 0.317064 0.345199 0.313115 0.298561 0.242871 0.274736 0.385765 0.258143 0.204437 0.28132 0.198542 0.182139 0.0905237 0.0688345
threshold=0.10342000000000001 -0.057749999999999989 0.11504500000000002 0.095850000000000005 0.14808000000000002 -1.0000000180025095e-35 0.10859000000000001 0.13154000000000002 -0.13955999999999996 -0.0098549999999999974 0.085880000000000012 -0.14326499999999995 0.088005000000000014 0.143375 -0.42946499999999993 -0.063509999999999983 0.0010300000000000003 0.10510500000000002 -0.079109999999999986 -0.036459999999999992 -0.0082649999999999998 0.079770000000000021 -0.080809999999999979 -0.034409999999999989 -0.0074399999999999996 0.093930000000000013 -0.070529999999999995 -0.077224999999999988 0.13300500000000001 0.13751500000000003 0.029970000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 9 5 28 -7 8 -5 -1 -8 -11 21 -12 -2 -16 17 19 -19 30 -14 24 23 -23 -13 26 -22 -26 -3 -18 -10
right_child=1 4 -4 7 -6 6 10 -9 16 11 13 12 20 -15 15 -17 29 18 -20 -21 25 22 -24 -25 27 -27 -28 -29 -30 -31 -32
leaf_value=0.0014854307107965278 0.0018338346576586733 0.00048044131439713768 0.00081881324265178153 0.0011851462670357269 9.1949279683487223e-05 0.0013506863542923305 0.00042863963478171702 0.0011236585722762741 0.0016986505626428567 0.0022463879387269702 0.0011016041176067878 0.0016428434968259195 0.0016231550058221839 0.0007499147873730826 0.0016837549071780052 0.0013165771720603753 0.0014859288610723884 0.00186743709708412 0.0015511795080044547 0.0021076907653678413 0.0020742042590043419 0.0017617352345999119 0.0021811446795125342 0.0019874536239394146 0.0020370882564593397 0.0016647976201088961 0.0018166742842377029 0.0018489902694519746 0.0002025837908714271 0.0016769184937225497 0.0018752992501135332
leaf_weight=68 53 52 70 64 85 69 69 54 52 72 62 52 103 60 65 53 54 67 92 53 58 103 64 491 88 75 284 247 52 68 61
leaf_count=68 53 52 70 64 85 69 69 54 52 72 62 52 103 60 65 53 54 67 92 53 58 103 64 491 88 75 284 247 52 68 61
internal_value=0 0.00088911 0.00138522 0.00181633 0.000622744 0.000746597 0.00090836 0.00161653 0.00166854 0.00188252 0.000748382 0.001899 0.00188299 0.000928931 0.00161688 0.00151913 0.00173767 0.001792 0.00168467 0.00189459 0.00178537 0.00193154 0.00197107 0.00194837 0.00186424 0.00182535 0.00186045 0.00189851 0.000341851 0.00159267 0.00179432
internal_weight=0 690 241 2270 449 364 260 565 511 1705 191 1637 1565 122 171 118 447 325 159 166 520 1045 658 594 387 417 342 335 104 122 113
internal_count=2960 690 241 2270 449 364 260 565 511 1705 191 1637 1565 122 171 118 447 325 159 166 520 1045 658 594 387 417 342 335 104 122 113
is_linear=0
shrinkage=0.0032998


Tree=5543
num_leaves=21
num_cat=0
split_feature=4 12 4 12 4 150 49 52 4 52 51 12 13 4 4 12 43 12 481 13
split_gain=0.620324 0.32253 0.291367 0.488406 0.284501 0.248372 0.265743 0.245798 0.218403 0.173798 0.168846 0.157227 0.300215 0.237944 0.138542 0.175144 0.194366 0.189858 0.131154 0.0883887
threshold=0.31392000000000003 0.13642500000000005 -0.17568999999999999 1.0000000180025095e-35 -0.037689999999999994 0.083435000000000023 0.091860000000000011 -1.0000000180025095e-35 -0.0040999999999999986 -0.049669999999999999 -0.057604999999999996 0.093455000000000024 -0.11210999999999999 0.51326500000000019 -0.10023999999999998 0.083785000000000012 -0.025879999999999997 0.084130000000000024 -0.074254999999999988 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 -4 6 7 -6 -7 -2 -1 12 -11 -14 -5 16 -16 -17 -19 -12
right_child=9 -3 3 14 5 8 -8 -9 -10 11 19 -13 13 -15 15 17 -18 18 -20 -21
leaf_value=0.010993913882416165 -0.0050846957604910922 -0.0015479281056403351 -0.0044128883345221134 0.0034747015164640865 0.0067209752311909472 0.0089236240828293803 0.0025067532600964622 0.021392072946660616 -0.0045108940154841345 0.01727417814891203 0.015537058012996138 -0.0032412502070142527 0.007741532847022262 -0.0062825600190995192 0.011630961341310624 0.0017285497062087972 0.025771473638695749 0.01687030077058806 0.011216793377853583 0.024303498855809152
leaf_weight=90 63 60 73 60 56 63 71 78 75 57 60 55 100 52 60 57 52 127 1575 76
leaf_count=90 63 60 73 60 56 63 71 78 75 57 60 55 100 52 60 57 52 127 1575 76
internal_value=0 0.0106231 0.0109076 0.0103499 0.00511169 0.00714402 0.0108611 0.0152743 0.00160924 0.0028437 0.0166917 0.00474251 0.0068521 0.002932 0.0114774 0.0117331 0.0182122 0.0113196 0.0116397 0.0204492
internal_weight=0 2633 2573 2347 416 343 205 134 138 327 226 264 209 152 1931 1871 112 1759 1702 136
internal_count=2960 2633 2573 2347 416 343 205 134 138 327 226 264 209 152 1931 1871 112 1759 1702 136
is_linear=0
shrinkage=0.16829


Tree=5544
num_leaves=18
num_cat=0
split_feature=4 2 123 13 2 4 2 14 10 2 133 155 133 43 2 2 2
split_gain=35.1375 10.1953 7.1226 2.43396 1.4636 1.17424 1.11538 1.5962 0.903189 0.845541 0.661593 0.464923 0.672444 0.455887 0.462446 0.445968 0.192879
threshold=0.31392000000000003 0.13388500000000003 1.0000000180025095e-35 -0.16392499999999996 0.14019000000000004 -0.4950449999999999 0.095565000000000011 0.078495000000000023 0.057650000000000007 -1.0000000180025095e-35 0.086750000000000008 0.083290000000000017 0.017095000000000003 -0.049364999999999992 0.11504500000000002 0.14870000000000003 0.098500000000000018
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 8 16 7 9 13 -7 -4 12 -8 -2 -15 -3 -5
right_child=4 15 10 5 -6 6 11 -9 -10 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=0.00081922856528749159 0.00019659560089104925 0.00062081787348881976 0.00082768871332547782 0.0019167657683817904 -0.00019083032661871657 0.0010522427687249475 0.0011198373639424858 0.0020328204916001832 -6.0614707801409713e-05 0.0014634134709290527 0.00034588876698684896 0.0015302289538645657 0.0013934296478049478 0.00077171436174105568 0.00036972534839000874 0.00021786687349135655 0.001630675148585633
leaf_weight=70 64 56 76 57 81 57 223 53 53 1620 53 73 178 54 75 65 52
leaf_count=70 64 56 76 57 81 57 223 53 53 1620 53 73 178 54 75 65 52
internal_value=0 0.00134063 0.00138571 0.0014266 0.000193622 0.00144497 0.00142835 0.00146735 0.000320353 0.00144946 0.000630013 0.00128593 0.00124137 0.000425153 0.000538273 0.000404648 0.00178061
internal_weight=0 2633 2512 2383 327 2313 2204 1730 246 1677 129 474 401 193 129 121 109
internal_count=2960 2633 2512 2383 327 2313 2204 1730 246 1677 129 474 401 193 129 121 109
is_linear=0
shrinkage=0.0032998


Tree=5545
num_leaves=18
num_cat=0
split_feature=9 13 14 1 4 1 15 133 49 50 1186 1 15 51 1 1 52
split_gain=1.08871 0.852056 0.393641 0.294562 0.408765 0.434811 0.320693 0.347817 0.257204 0.196272 0.270379 0.17296 0.169666 0.167155 0.162622 0.0891058 0.129097
threshold=-1.0000000180025095e-35 -0.17030499999999998 0.020750000000000005 0.095435000000000006 -0.048309999999999992 0.10234000000000001 -0.026469999999999997 0.087550000000000017 -0.085999999999999979 -0.23108499999999996 0.084505000000000011 0.13707500000000003 -0.083859999999999976 0.11178000000000002 0.081540000000000015 0.107725 -0.25811499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 3 8 15 -6 7 -7 -3 -10 13 12 -2 -11 -4 16 -5
right_child=1 2 14 4 5 6 -8 -9 9 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0091605169173663448 0.0077338239888340848 0.019296952294754973 0.013103334991678615 0.0046367738710334037 -0.0097987184867234772 0.0099577289067993777 -0.0060692158477858339 -0.0034013411272029305 0.020090305163603876 0.01030702868390077 -0.0023617681005701119 -0.010618434602506945 -0.0057913654236138772 0.0030250997412646567 0.02651530341958994 0.018732018725602977 0.015975530206339631
leaf_weight=97 53 86 52 56 60 289 58 68 52 1692 52 55 52 95 52 56 59
leaf_count=97 53 86 52 56 60 289 58 68 52 1692 52 55 52 95 52 56 59
internal_value=0 0.00895675 0.00965721 0.00925332 0.00612657 0.0035814 0.0055202 0.00740811 0.0102741 0.0098628 0.00957263 -0.00297045 0.00101852 0.00992091 0.0198266 0.013186 0.0104697
internal_weight=0 2887 2727 2623 646 475 415 357 1977 1891 1839 160 105 1787 104 171 115
internal_count=2984 2887 2727 2623 646 475 415 357 1977 1891 1839 160 105 1787 104 171 115
is_linear=0
shrinkage=0.16829


Tree=5546
num_leaves=27
num_cat=0
split_feature=4 3 3 3 43 2 43 4 3 16 13 14 4 3 16 3 43 13 16 16 3 1429 3 3 13 4
split_gain=14.0467 5.69264 2.95313 1.83411 1.81655 1.17124 1.11316 0.629184 1.70148 0.594458 0.569019 0.546002 0.418118 0.365385 0.363593 1.21948 0.298613 0.286462 0.221389 0.212468 0.211915 0.160301 0.169239 0.142034 0.110644 0.0943794
threshold=0.31392000000000003 -0.06533499999999999 0.30863500000000005 0.31395500000000004 -0.035884999999999993 0.097005000000000022 -0.22971499999999997 -0.022529999999999998 0.09722500000000002 -0.42170999999999997 -0.027939999999999996 0.076450000000000004 0.0049450000000000006 0.086845000000000019 0.18286500000000003 -0.087979999999999989 -0.049999999999999996 -0.0053799999999999985 -0.093874999999999986 -0.09583499999999999 -0.074084999999999998 0.084815000000000015 -0.082784999999999984 -0.079954999999999984 0.085955000000000018 -0.075324999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 9 6 11 -3 13 17 16 -8 12 19 -6 15 -7 -2 -9 -14 25 -17 22 -21 24 -16 -1
right_child=3 2 -4 -5 7 14 10 8 -10 -11 -12 -13 18 -15 23 20 -18 -19 -20 21 -22 -23 -24 -25 -26 -27
leaf_value=0.0014012795630066746 0.00058844206951229729 0.0012083700141456261 0.00022891960081752275 -9.0434693235505271e-06 0.0011100883754575734 0.00071873445824209136 0.00088049639476334022 0.0014010736103221056 0.00056391631810368339 0.00040623064254496059 0.00049631892421877013 0.0016630662525743845 0.0012868941530203789 0.0014535666157681462 0.0014450943258384741 0.0013641570304216072 0.0008736034884199948 0.0011161028861765485 0.0010360399875004454 0.0013922600850107695 0.0010935369556122339 0.0012000854616948968 0.0013115133961051548 0.0011191076184610994 0.0012342052756170476 0.0016091177066572893
leaf_weight=52 77 54 55 63 53 75 75 64 57 92 97 61 95 99 53 75 86 103 68 711 58 78 511 54 65 53
leaf_count=52 77 54 55 63 53 75 75 64 57 92 97 61 95 99 53 75 86 103 68 711 58 78 511 54 65 53
internal_value=0 0.0012285 0.000961663 0.000494587 0.00102855 0.00131575 0.000794259 0.00116928 0.00105733 0.000619151 0.000664043 0.00135435 0.00134232 0.00133403 0.00115017 0.00105631 0.000739111 0.00122552 0.00118246 0.00136084 0.00124641 0.00134904 0.00135852 0.00126346 0.00132923 0.00150652
internal_weight=0 2666 657 318 602 2009 226 376 224 255 172 1629 1568 152 380 208 163 167 163 1405 133 1300 1222 172 118 105
internal_count=2984 2666 657 318 602 2009 226 376 224 255 172 1629 1568 152 380 208 163 167 163 1405 133 1300 1222 172 118 105
is_linear=0
shrinkage=0.0032998


Tree=5547
num_leaves=27
num_cat=0
split_feature=1 1 12 2 2 10 0 11 16 2 12 160 124 16 160 12 12 12 1447 12 160 51 43 2 2 160
split_gain=21.1045 4.3531 3.86697 1.73752 1.10813 1.07383 0.998504 0.766582 0.584913 0.529073 0.515554 0.460272 0.393873 0.402872 0.392258 0.417871 0.292567 0.386569 0.299125 0.278625 0.254472 0.205457 0.178051 0.137506 0.198076 0.129979
threshold=0.10320500000000002 0.13276500000000002 0.085075000000000026 0.097005000000000022 -0.0098549999999999974 -0.013164999999999998 -0.22984499999999997 1.0000000180025095e-35 0.14976500000000001 0.13554000000000002 -0.032329999999999991 -1.0000000180025095e-35 -0.082654999999999992 -0.28430999999999995 1.0000000180025095e-35 0.11819000000000002 0.086155000000000023 0.085760000000000017 -0.086059999999999984 0.10344500000000002 -0.10091999999999998 -0.083174999999999985 -0.095049999999999982 0.11263500000000001 0.10121500000000001 0.10150000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 -1 -3 -6 16 19 -7 -5 -2 -13 -14 15 20 17 18 -8 -4 -12 -18 -23 24 -22 -16
right_child=1 5 8 10 6 9 7 -9 -10 -11 14 12 13 -15 25 -17 21 -19 -20 -21 23 22 -24 -25 -26 -27
leaf_value=0.00093453621958505687 0.00082511780339668956 -0.00011093625410772998 0.0012087131937002814 0.00087543334860386247 0.00095288133733123677 0.00060557528749731601 0.0016677065969673444 0.0017410954399238617 0.0013988294771783833 0.00024376194413064403 0.0013704346224956135 0.00076097405147636764 0.00064075698279165028 0.00028977244824429524 0.0014979250679045329 0.00087475139980962855 0.001178143268446765 0.0017175996203489504 0.0013992264050427248 0.00087257528543729901 0.0010623244605438731 0.0014767844176541756 0.001353069462527621 0.0010317859317786387 0.0013163551294923495 0.0012578760801249828
leaf_weight=59 77 52 55 61 54 90 52 74 93 87 71 56 61 87 53 53 65 57 447 55 62 160 788 84 79 52
leaf_count=59 77 52 55 61 54 90 52 74 93 87 71 56 61 87 53 53 65 57 447 55 62 160 788 84 79 52
internal_value=0 0.000680497 0.000857889 0.00133137 0.00138091 0.000305417 0.00139641 0.00141096 0.00120509 0.000427934 0.0011624 0.000606942 0.000524419 0.000434673 0.00120088 0.00114708 0.00139537 0.0014571 0.00142727 0.00104096 0.00119572 0.00136146 0.00137399 0.00114043 0.0012049 0.00137938
internal_weight=0 713 484 2271 1756 229 1697 1643 203 177 515 281 204 148 454 349 1569 556 499 110 296 1013 948 225 141 105
internal_count=2984 713 484 2271 1756 229 1697 1643 203 177 515 281 204 148 454 349 1569 556 499 110 296 1013 948 225 141 105
is_linear=0
shrinkage=0.0032998


Tree=5548
num_leaves=26
num_cat=0
split_feature=1 52 2 2 2 12 12 13 11 4 2 40 1429 484 2 49 4 48 13 16 13 1 52 2 13
split_gain=34.6398 5.92639 4.43888 4.06276 3.85851 3.11627 1.53673 1.41573 1.2745 1.16673 0.978025 0.831844 0.821772 1.40012 0.733311 0.597862 0.577767 0.553057 0.503544 0.415473 0.357536 0.259558 0.115595 0.13792 0.0837363
threshold=0.10921500000000002 -0.25811499999999993 0.098655000000000007 0.14253500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.08811999999999999 1.0000000180025095e-35 -0.49269499999999994 0.11018500000000002 -0.062739999999999976 0.08401500000000002 0.079155000000000017 0.12068000000000001 -0.042254999999999994 -0.085594999999999991 -0.039704999999999997 -0.049464999999999988 -0.072034999999999988 1.0000000180025095e-35 0.11907500000000001 0.088030000000000011 0.085465000000000013 -0.072634999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 5 -1 11 -4 -5 12 -8 -7 -3 16 -14 15 -11 22 -18 24 -19 -20 -12 23 -6 -17
right_child=1 3 6 7 8 10 9 -9 -10 14 21 -13 13 -15 -16 18 17 19 20 -21 -22 -23 -24 -25 -26
leaf_value=0.0012925224166785477 0.0020181818356496042 0.00086327475331954241 0.0012137342785104987 -4.6824624941449221e-05 0.0021526941838672172 0.0015294393283269436 0.0021490639636255315 0.0006508906384633152 0.002387844220727622 0.001375981460380988 0.00094439611314170544 0.00036179963211484869 0.0020692539038150532 0.001401229852465157 0.0013286171856161854 0.0016818425002970746 0.0022817884788878949 0.0019997786475888899 0.0020778425444328997 0.001877410521169146 0.0017454948862100329 0.0012523494226276894 0.0022560841533908736 0.0019542552356063892 0.0015011574257792028
leaf_weight=92 52 87 88 57 129 94 54 71 83 54 69 62 66 72 73 75 57 704 65 558 83 55 68 62 54
leaf_count=92 52 87 88 57 129 94 54 71 83 54 69 62 66 72 73 75 57 704 65 558 83 55 68 62 54
internal_value=0 0.000957975 0.00187699 0.000846528 0.00195275 0.00102313 0.00161453 0.000339914 0.0019865 0.00169146 0.00127468 0.000654844 0.00196706 0.00172097 0.00163021 0.00169662 0.00198856 0.00196025 0.001759 0.0019457 0.0018917 0.00108127 0.00213261 0.00208846 0.00160648
internal_weight=0 547 2437 495 1891 367 546 128 1799 458 218 149 1716 138 404 331 1578 1319 277 1262 148 124 259 191 129
internal_count=2984 547 2437 495 1891 367 546 128 1799 458 218 149 1716 138 404 331 1578 1319 277 1262 148 124 259 191 129
is_linear=0
shrinkage=0.0032998


Tree=5549
num_leaves=12
num_cat=0
split_feature=3 40 457 34 43 12 40 43 0 52 0
split_gain=1.2692 0.645777 0.359469 0.347782 0.314474 0.227968 0.455634 0.439469 0.157307 0.358838 0.275675
threshold=0.3148450000000001 0.0045850000000000005 0.12473000000000002 -0.084564999999999987 -0.48891499999999993 -1.0000000180025095e-35 -0.062739999999999976 -0.073079999999999992 -0.14259999999999998 -0.032354999999999988 -0.10998999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 9 -7 -10
right_child=-2 -3 -4 4 5 8 -8 -9 10 -11 -12
leaf_value=-0.00073873849316373876 -0.0094834324549316288 -0.0063534387011794126 -0.0025898895992924765 0.021458016790824711 0.0041730977709591973 0.026161494248511705 -0.007530129176832114 0.022883050171148032 0.0030473286967142217 0.011395169074406327 0.011570010706221122
leaf_weight=68 93 63 55 86 109 67 54 53 114 156 2066
leaf_count=68 93 63 55 86 109 67 54 53 114 156 2066
internal_value=0 0.0104803 0.010856 0.0111233 0.0114222 0.0110919 0.00583816 0.0103053 0.0115634 0.0158397 0.0111252
internal_weight=0 2891 2828 2773 2705 2619 216 162 2403 223 2180
internal_count=2984 2891 2828 2773 2705 2619 216 162 2403 223 2180
is_linear=0
shrinkage=0.16829


Tree=5550
num_leaves=11
num_cat=0
split_feature=147 403 1428 1452 15 15 15 34 1447 13
split_gain=0.56878 0.489182 0.380805 0.287985 0.26783 0.271467 0.306661 0.276125 0.221484 0.116332
threshold=0.090425000000000019 -0.53870999999999991 0.080150000000000013 0.08790000000000002 0.14927500000000002 -0.26361999999999991 -0.46645999999999993 -0.023104999999999997 -0.086009999999999989 -0.057284999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -7 -9 -8
right_child=-2 2 -4 -5 -6 7 9 8 -10 -11
leaf_value=0.022240317584871758 -0.0036916965881866244 0.0095459430215324003 0.020571297101755009 0.017556327557562784 -0.0036404174957705535 0.019488453430697609 0.0019780513233015528 -0.00056013057099096452 0.0090291769070879498 -0.0087188205403186548
leaf_weight=81 98 102 78 99 52 70 60 70 2235 55
leaf_count=81 98 102 78 99 52 70 60 70 2235 55
internal_value=0 0.00933088 0.00895957 0.00862873 0.00829377 0.00853388 0.00282412 0.00905482 0.00873718 -0.00312222
internal_weight=0 2902 2821 2743 2644 2592 217 2375 2305 115
internal_count=3000 2902 2821 2743 2644 2592 217 2375 2305 115
is_linear=0
shrinkage=0.16829


Tree=5551
num_leaves=25
num_cat=0
split_feature=1 2 4 4 40 1 11 1 151 1 15 2 4 48 13 2 4 4 4 4 48 2 15 15
split_gain=42.554 5.84902 4.53431 3.13063 1.94269 1.68812 1.67967 1.52979 1.29767 1.15015 1.06382 1.00389 0.719354 0.666824 0.648098 0.582712 0.632401 0.472627 0.305101 0.303569 0.294248 0.293155 0.151853 0.149918
threshold=0.10729000000000001 0.13881000000000002 0.27020000000000005 0.028075000000000006 -0.034699999999999988 0.11925000000000001 0.080455000000000013 0.10075500000000003 -0.039414999999999999 0.083670000000000008 -0.45775499999999997 0.25063000000000007 0.24814500000000003 0.081890000000000004 0.0051600000000000005 0.093320000000000014 0.18095500000000003 -0.082619999999999985 -0.15764999999999998 -0.021269999999999997 0.084855000000000014 0.096325000000000008 -0.0044499999999999991 -0.065419999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 -1 -4 7 14 -2 15 -7 -3 -11 19 17 -5 23 18 -6 -10 -19 22 -16 -17
right_child=1 11 5 9 6 10 -8 -9 13 12 -12 -13 -14 -15 21 16 -18 20 -20 -21 -22 -23 -24 -25
leaf_value=0.0016076418148383484 0.0010683072481753263 0.0006837856604261502 0.0012511755741837563 0.002154886112438365 0.0020640710090098369 0.00093148751022212523 0.0025302089354024295 0.0015332799354583566 0.0019881042388786132 0.0017426401861178637 0.00029794391160259344 0.00012457414909646035 0.0012125741523704246 0.0013630326026894278 0.0018758350300414179 0.0017473819139346401 0.0020438562064856308 0.0021154169897359496 0.0022810892771597362 0.0016597215895093379 0.0019706018636664767 0.0017784524426304341 0.0020914146214716513 0.0015138783080984471
leaf_weight=90 52 100 71 63 99 56 97 54 52 56 60 54 57 59 57 79 70 953 291 82 192 82 120 54
leaf_count=90 52 100 71 63 99 56 97 54 52 56 60 54 57 59 57 79 70 953 291 82 192 82 120 54
internal_value=0 0.00104046 0.00123735 0.00203189 0.00208327 0.000849967 0.00210526 0.00208293 0.00153288 0.00175594 0.000604096 0.000487927 0.00147557 0.00165787 0.00209946 0.00187491 0.00178785 0.00212547 0.00222609 0.00178742 0.00209116 0.00194516 0.00202219 0.00165284
internal_weight=0 586 432 2414 2035 187 1945 1848 245 379 116 154 113 193 1794 266 203 1535 390 134 1145 259 177 133
internal_count=3000 586 432 2414 2035 187 1945 1848 245 379 116 154 113 193 1794 266 203 1535 390 134 1145 259 177 133
is_linear=0
shrinkage=0.0032998


Tree=5552
num_leaves=20
num_cat=0
split_feature=4 11 133 10 4 10 403 4 4 3 4 15 4 40 4 448 4 12 4
split_gain=0.533117 0.459979 0.456706 0.40527 0.366902 0.345325 0.287294 0.26255 0.259465 0.314931 0.241055 0.323466 0.321232 0.250023 0.21967 0.219166 0.206651 0.186245 0.144002
threshold=0.028075000000000006 0.080455000000000013 -0.24159999999999995 -0.00189 0.055765000000000002 1.0000000180025095e-35 -0.53960999999999981 -0.47860499999999995 -0.14088999999999999 0.0053500000000000015 0.41377500000000006 -0.42075999999999997 0.51395000000000002 -0.012844999999999997 -0.49010499999999996 -0.075414999999999982 -0.083389999999999978 0.098785000000000012 0.078235000000000013
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 -4 10 -5 -8 9 -9 13 12 -12 -6 -3 -10 -17 18 -15
right_child=2 14 4 6 5 -7 7 8 15 -11 11 -13 -14 17 -16 16 -18 -19 -20
leaf_value=-0.0022031376457226069 0.019454637053590275 0.012095646460776431 -0.0067182369306534578 0.020767080652546451 -0.0011547672171174734 -0.0079351517933405735 0.01878523023960205 -0.0069675323976545718 0.020088907576765618 0.010830451591032296 0.016797448863964701 -0.0059838938880583262 -0.0013635183915634318 0.0070080694660668279 0.026679851282483243 0.013525641604937745 0.0085337701058537715 0.0031917536054672808 0.015786632238265378
leaf_weight=80 57 53 83 68 59 52 85 60 56 53 55 88 55 79 67 283 1429 72 166
leaf_count=80 57 53 83 68 59 52 85 60 56 53 55 88 55 79 67 283 1429 72 166
internal_value=0 0.0101046 0.00495438 0.00952767 0.0037861 0.00518171 0.00998994 0.00961627 0.00920098 0.0013643 0.00637313 0.00160955 0.00770063 0.00887684 0.0202535 0.00970084 0.00935999 0.0107496 0.0129633
internal_weight=0 2234 766 2114 709 626 2034 1966 1881 113 574 198 110 376 120 1768 1712 317 245
internal_count=3000 2234 766 2114 709 626 2034 1966 1881 113 574 198 110 376 120 1768 1712 317 245
is_linear=0
shrinkage=0.16829


Tree=5553
num_leaves=19
num_cat=0
split_feature=1 34 14 14 3 3 3 3 12 3 3 472 403 52 1 39 1 3
split_gain=0.784486 0.320151 0.301984 0.251636 0.246895 0.241053 0.46004 0.277507 0.183087 0.554564 0.265934 0.247003 0.246686 0.182387 0.152289 0.256208 0.198851 0.0409062
threshold=0.11649500000000002 -0.023104999999999997 -0.41608999999999996 -0.13131999999999996 -0.078484999999999985 -0.027864999999999997 -0.0037099999999999998 0.092005000000000017 0.082425000000000012 -0.11151499999999999 -0.16100499999999998 -0.065034999999999996 -0.53870999999999991 -0.013914999999999999 0.14787500000000001 0.098380000000000009 0.12963000000000002 0.057935000000000007
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 -4 8 -7 17 9 -5 -10 -12 -13 -9 15 16 -6 -8
right_child=2 3 4 5 14 6 7 13 10 -11 11 12 -14 -15 -16 -17 -18 -19
leaf_value=0.020261703212357002 0.011824246290752105 0.01927361797470999 -0.012085044728174022 0.0040192189382683291 -0.0003488989924930503 -0.0057747305262419134 0.010550756201099493 0.0080200331381654402 0.017693381960210298 0.027162723491564043 0.016995692688903618 0.016636855683790676 0.0069431460215972473 -0.0028882923174843693 -0.0064588418825109383 -0.0070062884848601185 0.011112035458673777 0.017125168989455954
leaf_weight=63 57 56 52 62 79 101 54 99 80 56 79 78 1728 77 69 59 93 58
leaf_count=63 57 56 52 62 79 101 54 99 80 56 79 78 1728 77 69 59 93 58
internal_value=0 0.00839266 0.000457201 0.00809616 -0.00137838 0.00784223 0.00398801 0.00741799 0.00856114 0.0150178 0.00817249 0.00776747 0.00736281 0.00323743 0.000471451 0.00254932 0.00583756 0.0139714
internal_weight=0 2591 409 2528 352 2472 389 288 2083 118 1965 1885 1806 176 300 231 172 112
internal_count=3000 2591 409 2528 352 2472 389 288 2083 118 1965 1885 1806 176 300 231 172 112
is_linear=0
shrinkage=0.16829


Tree=5554
num_leaves=24
num_cat=0
split_feature=1 11 2 1 4 16 49 12 4 43 0 16 39 0 1456 2 1456 4 16 457 1212 2 0
split_gain=0.543051 0.413037 0.537449 0.271415 0.289765 0.670856 0.226688 0.200721 0.350728 0.197871 0.300468 0.26104 0.233829 0.18814 0.184813 0.182859 0.180238 0.280759 0.259316 0.391831 0.166463 0.158575 0.0247257
threshold=0.11649500000000002 0.080455000000000013 0.097110000000000016 0.095435000000000006 -0.021269999999999997 -0.031234999999999999 -0.066414999999999988 -0.0066799999999999993 0.0054350000000000015 -0.088689999999999977 -0.063819999999999988 0.052690000000000008 0.091910000000000006 -0.17127999999999996 -0.24153499999999997 0.085005000000000011 0.086010000000000017 -0.018964999999999999 -0.072904999999999984 0.048870000000000004 -0.084754999999999983 0.13226500000000005 -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
left_child=1 3 -3 7 15 13 -2 8 -1 -8 12 -12 21 -6 -9 -5 18 -18 20 -20 -16 -11 -15
right_child=6 2 -4 4 5 -7 9 14 -10 10 11 -13 -14 22 16 -17 17 -19 19 -21 -22 -23 -24
leaf_value=0.024307883905714565 -0.0099975422842081118 0.02758313425309749 0.0067255868260229518 0.0037152611130171057 0.012779947998307114 -0.014183655992350433 0.01138393882411517 0.016758779406511246 0.0053763677174552514 0.0029074234090494442 -0.012037227076129 0.0032469998371465456 -0.0044434050856073538 0.0032203715092654654 0.0020232503947517659 0.015919616044525305 0.021759347575088857 0.0055414859874262975 0.0028166346750462022 0.014272236200539749 0.009007465304046532 0.015188176279371976 -0.0018885277132517915
leaf_weight=52 52 62 81 96 56 77 53 52 60 61 78 53 53 55 111 55 55 68 779 95 785 59 52
leaf_count=52 52 62 81 96 56 77 53 52 60 61 78 53 53 55 111 55 55 68 779 95 785 59 52
internal_value=0 0.0069812 0.0157813 0.0064664 0.00239512 -0.0012323 0.000378041 0.00723941 0.014182 0.00189436 0.00023402 -0.00583982 0.00484367 0.00487481 0.00683871 0.00817245 0.00656526 0.012808 0.00613042 0.00406386 0.00814424 0.00896043 0.000720751
internal_weight=0 2591 143 2448 391 240 409 2057 112 357 304 131 173 163 1945 151 1893 123 1770 874 896 120 107
internal_count=3000 2591 143 2448 391 240 409 2057 112 357 304 131 173 163 1945 151 1893 123 1770 874 896 120 107
is_linear=0
shrinkage=0.16829


Tree=5555
num_leaves=27
num_cat=0
split_feature=1 4 42 160 4 1203 160 474 13 474 4 49 12 457 2 4 1 3 13 3 42 4 13 42 12 1
split_gain=0.504379 0.336592 0.249025 0.23406 0.39226 0.399742 0.278169 0.217877 0.742807 0.253135 0.203627 0.18839 0.284755 0.188056 0.181806 0.180738 0.202796 0.179972 0.153111 0.356599 0.137981 0.120034 0.114688 0.103933 0.074309 0.043481
threshold=0.10398500000000001 -0.39175499999999991 0.081605000000000025 0.061085000000000007 0.053925000000000008 0.085685000000000011 0.0050800000000000003 0.084710000000000021 -0.05171499999999999 0.080165000000000014 -0.000195 -0.0069299999999999995 -0.080929999999999988 0.084825000000000012 0.088105000000000003 -0.011209999999999999 0.11417500000000001 -0.054399999999999997 -0.11210999999999999 -0.0013299999999999998 0.083925000000000013 0.0033150000000000007 -0.073724999999999985 -0.0070449999999999992 0.086445000000000008 0.078705000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 13 4 5 6 7 9 -9 10 -1 -4 -13 15 25 -3 -17 20 -18 -20 -6 24 -14 -23 -16 -5
right_child=1 2 11 14 17 -7 -8 8 -10 -11 -12 12 22 -15 21 16 18 -19 19 -21 -22 23 -24 -25 -26 -27
leaf_value=0.0050725181869020726 0.01227789791561246 -0.0098386941818660503 0.012561737338090741 0.0074891192966089655 -0.012121570156512945 0.016807389957162119 -0.0067607951529549196 0.0086340074280940558 -0.014722867088638042 0.017822835202345341 0.011254791440176508 0.011297929770325952 -0.0086344843826710385 -0.012493087086014707 0.019667463446205936 0.0075924806656801399 0.003338974017325609 0.0049177521403183646 0.0019453967747469346 -0.016929642440446181 -0.0010564336266642802 0.013390830508414381 0.0017080374768568085 0.0028458153327582144 0.011772783193006644 0.00090299687743280923
leaf_weight=1215 62 64 52 56 55 89 53 102 62 52 173 53 61 55 66 74 70 69 62 52 77 52 60 55 73 59
leaf_count=1215 62 64 52 56 55 89 53 102 62 52 173 53 61 55 66 74 70 69 62 52 77 52 60 55 73 59
internal_value=0 0.000468648 -0.000742591 0.00573189 0.00500023 0.00581097 0.00521925 0.00561622 -0.000185076 0.00627817 0.00584437 0.00367069 0.00100327 -0.00339298 0.00967302 -0.00183304 0.000145897 -0.00203337 -0.00283916 -0.00664851 -0.00568052 0.0122589 -0.00349111 0.00798729 0.0155343 0.00412577
internal_weight=0 665 603 2308 1947 1746 1657 1604 164 1440 1388 226 174 377 361 322 258 201 184 114 132 246 121 107 139 115
internal_count=2973 665 603 2308 1947 1746 1657 1604 164 1440 1388 226 174 377 361 322 258 201 184 114 132 246 121 107 139 115
is_linear=0
shrinkage=0.16829


Tree=5556
num_leaves=28
num_cat=0
split_feature=1 3 3 12 3 4 158 1 4 4 0 4 13 3 4 4 0 2 3 52 3 159 2 2 4 42 0
split_gain=23.9254 5.23474 2.1405 1.95174 1.41261 1.36754 1.55837 1.04923 0.995455 0.772617 0.73053 0.698253 0.667457 0.654947 0.597427 0.593735 0.556168 0.456863 0.283476 0.242811 0.40087 0.214301 0.207994 0.167783 0.171885 0.10148 0.0923171
threshold=0.10398500000000001 -0.055389999999999988 0.3148450000000001 -0.032329999999999991 0.085880000000000012 0.053925000000000008 0.019155000000000002 0.094165000000000013 0.028075000000000006 0.41165000000000002 -0.075914999999999996 -0.085594999999999991 -0.079199999999999979 0.085880000000000012 -0.49269499999999994 -0.10701499999999999 -0.091399999999999995 0.10682000000000001 -0.060719999999999989 -0.51296999999999993 -0.082689999999999986 0.091070000000000012 0.084275000000000003 0.10433000000000002 -0.072659999999999988 0.086855000000000016 -0.063509999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 4 7 12 10 25 -1 -6 19 11 16 -3 18 -12 -16 -5 -14 21 -2 -21 -13 -18 24 -17 -7 -25
right_child=1 2 -4 5 8 6 -8 -9 -10 -11 14 13 17 -15 15 23 22 -19 -20 20 -22 -23 -24 26 -26 -27 -28
leaf_value=0.0012290926865124749 0.0013582109692373797 0.00068173809364787481 -1.5484239212462497e-05 0.0018824725153376702 0.0011719851061601915 0.00091473835818285231 0.0015487859465525848 0.0006575700893032561 0.00060710566455163479 0.00073031407350030852 0.0015480438739328068 0.0014269654561468456 0.00041342377224566862 0.0010970919863483991 0.0009754071607563997 0.001343958914461287 0.0016588028523935906 2.6071238943642116e-05 0.001690519991049549 0.0008699904935235062 0.0012537307637481602 0.0015997431942573062 0.001430829131970592 0.0015250668708468331 0.0011419500856166857 0.0010850707577262457 0.0013279954609829692
leaf_weight=92 54 57 86 69 53 96 80 57 96 58 100 977 82 60 67 116 82 56 54 53 70 89 103 55 82 70 59
leaf_count=92 54 57 86 69 53 96 80 57 96 58 100 977 82 60 67 116 82 56 54 53 70 89 103 55 82 70 59
internal_value=0 0.000666322 0.000449747 0.00137681 0.000566157 0.00140206 0.00116969 0.00101069 0.000808272 0.00106246 0.00143193 0.00146941 0.000380976 0.00143537 0.00131963 0.00125927 0.00162739 0.000256493 0.00145347 0.0011711 0.00108867 0.00144142 0.00153207 0.00132011 0.00126048 0.000986778 0.00142338
internal_weight=0 665 430 2308 344 2159 246 149 149 235 1913 1434 195 1180 479 379 254 138 1120 177 123 1066 185 312 198 166 114
internal_count=2973 665 430 2308 344 2159 246 149 149 235 1913 1434 195 1180 479 379 254 138 1120 177 123 1066 185 312 198 166 114
is_linear=0
shrinkage=0.0032998


Tree=5557
num_leaves=22
num_cat=0
split_feature=1 52 52 47 123 447 2 1 4 0 3 4 3 16 52 4 39 4 0 0 51
split_gain=26.471 4.89999 3.35303 3.26241 2.64906 1.42654 1.0922 1.06943 0.992769 1.5548 0.660221 0.417191 0.496077 0.415104 0.640737 0.505382 0.402593 0.42248 0.391334 0.332295 0.148155
threshold=0.10398500000000001 -0.41694999999999993 0.12484500000000003 0.096475000000000019 1.0000000180025095e-35 0.084170000000000009 0.098655000000000007 0.14684500000000003 -0.39175499999999991 -0.067664999999999989 -0.049204999999999992 -0.082199999999999981 0.085880000000000012 -0.052894999999999991 -0.091329999999999981 0.10516000000000002 0.089030000000000012 0.41315500000000005 -0.086274999999999977 -0.06563999999999999 -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
left_child=4 -2 3 7 5 6 8 10 -1 11 -3 18 -13 15 20 -8 17 -12 -10 -16 -15
right_child=1 2 -4 -5 -6 -7 13 -9 9 -11 16 12 -14 14 19 -17 -18 -19 -20 -21 -22
leaf_value=0.0022656518270511195 0.0018243726872692425 0.00099733661992514456 0.0014914228142774181 0.0013372186025887144 0.0012300082079213215 0.0013178602849200482 0.0019487726990216028 0.0002664466821554737 0.0020721948681485958 0.0012933934005627296 0.00064162715993705056 0.0018324809240349385 0.0015104025323937151 0.0017936005686320217 0.0015617224613264839 0.0015822988719419923 0.00048634653999152455 0.0010080313617259417 0.0018629744076488642 0.0011890268827780925 0.0015713351653448317
leaf_weight=60 74 87 95 103 95 67 95 59 157 57 104 1108 56 97 54 75 91 52 279 53 55
leaf_count=60 74 87 95 103 95 67 95 59 157 57 104 1108 56 97 54 75 91 52 279 53 55
internal_value=0 0.0010234 0.000923051 0.000814118 0.00177076 0.00179395 0.0018088 0.000676931 0.00184619 0.00183098 0.000749336 0.00185011 0.00181702 0.00165906 0.00157475 0.0017873 0.000661842 0.000763988 0.00193839 0.00137745 0.00171341
internal_weight=0 665 591 496 2308 2213 2146 393 1717 1657 334 1600 1164 429 259 170 247 156 436 107 152
internal_count=2973 665 591 496 2308 2213 2146 393 1717 1657 334 1600 1164 429 259 170 247 156 436 107 152
is_linear=0
shrinkage=0.0032998


Tree=5558
num_leaves=20
num_cat=0
split_feature=4 40 13 14 0 16 0 0 49 13 0 15 132 4 4 4 13 42 4
split_gain=13.5325 2.84123 2.19195 1.22253 1.92201 2.36765 1.13113 0.828106 0.81887 0.764347 0.815263 0.924802 0.652731 0.523391 0.52027 0.422798 0.324474 0.319523 0.252023
threshold=0.31392000000000003 -0.034699999999999988 -0.27740999999999993 0.073890000000000011 -0.10726999999999999 -0.061024999999999989 -0.07409499999999998 -0.061674999999999994 0.0065400000000000015 -0.27740999999999993 -0.10726999999999999 -0.42443999999999993 0.082230000000000011 -0.17006499999999999 0.41823000000000005 0.053925000000000008 -0.08008499999999999 0.086435000000000012 0.51734000000000002
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 8 15 16 -4 -2 14 18 13 -8 -11 17 -1 -6 -12
right_child=9 2 3 -5 6 -7 12 -9 -10 10 11 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0009104658488529988 0.00024483681991187647 0.00081637884426280646 0.0011277689824312777 0.0017457733549180224 0.0015032267317830184 0.000589460698315031 0.001457830633033624 0.0006759675554741185 0.0016383296938001924 0.0006771094516053104 0.00088314485700063353 0.00020183853950254304 0.00096288346272813759 0.0012417065187237516 0.001146532426542511 0.0012368175452459975 0.001250697669290113 0.0013962966295812708 0.00055838118849133912
leaf_weight=52 52 78 96 96 828 74 187 74 54 52 53 58 65 368 52 99 78 504 53
leaf_count=52 52 78 96 96 828 74 187 74 54 52 53 58 65 368 52 99 78 504 53
internal_value=0 0.00133057 0.00136177 0.0013797 0.00136424 0.00107333 0.00139599 0.000955837 0.00131181 0.000612014 0.000683126 0.000537671 0.00127777 0.00131459 0.00091216 0.00144718 0.00111488 0.00146279 0.000721095
internal_weight=0 2653 2449 2371 2275 224 2051 204 150 320 268 164 620 555 104 1431 130 1332 106
internal_count=2973 2653 2449 2371 2275 224 2051 204 150 320 268 164 620 555 104 1431 130 1332 106
is_linear=0
shrinkage=0.0032998


Tree=5559
num_leaves=17
num_cat=0
split_feature=3 147 0 0 97 151 15 402 42 151 52 3 51 2 0 42
split_gain=0.624588 0.352501 0.485197 0.270258 0.265963 0.340827 0.205138 0.257971 0.234967 0.209116 0.234972 0.202402 0.195206 0.215262 0.107937 0.0573308
threshold=0.30863500000000005 0.089430000000000023 -0.096849999999999978 -0.11167499999999998 -0.049229999999999996 0.042665000000000008 0.015700000000000002 -0.016959999999999999 0.09112000000000002 -0.40941499999999992 -0.5320649999999999 -0.082634999999999986 0.089570000000000025 0.080495000000000011 -0.069414999999999991 0.08179500000000002
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 -6 12 -9 -11 -10 13 -8 -13 -7
right_child=3 2 -4 -5 5 15 8 9 11 10 -12 14 -14 -15 -16 -17
leaf_value=-0.0029597760328896796 0.0024295534241412457 -0.013751118796722731 0.0090181646838042358 -0.014173807394153221 -0.0025916951797182431 0.021465891785232841 0.01537806639108427 0.017177253813013802 0.012988676802474706 0.012504242253850505 0.0056658052783165498 0.00077870587255214944 0.020979348154994026 0.0085726882124071615 0.0086123851793985812 0.013412261814649384
leaf_weight=64 58 52 54 53 86 52 176 54 78 162 1205 169 52 535 71 52
leaf_count=64 58 52 54 53 86 52 176 54 78 162 1205 169 52 535 71 52
internal_value=0 0.00737535 -0.00213472 -0.00548199 0.00774177 0.00799686 0.00761603 0.00634337 0.00938856 0.0068854 0.00647753 0.00553393 0.0109927 0.0102598 0.00310366 0.0174564
internal_weight=0 2862 106 111 2756 2692 2588 1507 1081 1421 1367 318 763 711 240 104
internal_count=2973 2862 106 111 2756 2692 2588 1507 1081 1421 1367 318 763 711 240 104
is_linear=0
shrinkage=0.16829


Tree=5560
num_leaves=17
num_cat=0
split_feature=10 403 44 0 16 4 1375 16 4 4 4 4 1 2 2 1
split_gain=0.563546 0.382736 0.316244 0.314506 0.509022 0.579017 0.236675 0.190294 0.234054 1.26229 0.317072 0.170071 0.165773 0.263109 0.108268 0.135604
threshold=-0.089679999999999982 -0.53317999999999988 0.081710000000000019 -0.10934999999999999 -0.059289999999999995 -0.021269999999999997 -0.083119999999999986 -0.14669499999999996 -0.12685999999999997 -0.42305999999999994 0.00023500000000000005 0.26846000000000009 0.10661000000000002 0.11719 0.10433000000000002 0.077375000000000013
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 -6 -5 11 9 -9 -10 -8 14 -14 15 -3
right_child=1 2 -4 6 5 -7 7 8 10 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.0068575641587182903 -0.0040113014163262782 0.018657614303428188 0.019779382655095192 0.018397014416047415 0.0074105308184747873 -0.014949287738429415 0.017187559292284982 0.0097809770944467661 0.0087428498364577473 -0.016779465380582444 0.003470772923790564 0.0071436746306297177 -0.0069890038692464514 0.0080837928965362023 0.0031811824884987543 0.0077618917307406094
leaf_weight=90 92 54 54 56 55 81 100 171 1354 72 426 93 56 79 55 83
leaf_count=90 92 54 54 56 55 81 100 171 1354 72 426 93 56 79 55 83
internal_value=0 0.00665616 0.00700869 0.00675589 0.00275211 -0.0058935 0.00757101 0.00729662 0.00681295 0.00190382 0.00748211 0.0123571 0.00635334 0.00181807 0.00953285 0.0120697
internal_weight=0 2881 2789 2735 463 136 2272 2216 2023 243 1780 193 327 135 192 137
internal_count=2971 2881 2789 2735 463 136 2272 2216 2023 243 1780 193 327 135 192 137
is_linear=0
shrinkage=0.16829


Tree=5561
num_leaves=31
num_cat=0
split_feature=2 2 2 2 16 16 9 123 42 15 15 2 402 1429 16 133 15 157 51 16 42 133 16 399 2 2 51 10 2 15
split_gain=11.1459 5.20391 2.21741 2.11032 1.31131 1.21202 1.08228 0.986009 0.619782 0.497111 0.669649 0.453362 0.40146 0.3656 0.331623 0.306833 0.361507 0.327868 0.305522 0.297437 0.272027 0.265975 0.210814 0.197431 0.142736 0.12333 0.109517 0.101438 0.100558 0.0750071
threshold=0.12026500000000001 -1.0000000180025095e-35 0.25063000000000007 0.10393500000000001 -0.059289999999999995 0.15737500000000001 0.085355000000000014 0.08901000000000002 0.082690000000000013 0.0047550000000000005 0.084100000000000022 0.14870000000000003 0.099440000000000014 -0.081904999999999992 -0.092864999999999989 0.085785000000000014 -0.044884999999999994 -0.079269999999999993 -0.088319999999999996 0.058455000000000007 -0.036704999999999995 -0.062749999999999986 -0.0038249999999999998 0.088045000000000012 0.10912000000000001 0.11280000000000003 -1.0000000180025095e-35 0.031045 0.083775000000000002 -0.086819999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 9 27 8 -6 11 20 13 28 19 14 -3 -12 16 18 -17 -15 29 -5 -14 -18 -16 -7 -22 -19 -1 -11 -2
right_child=2 3 -4 5 6 24 -8 -9 -10 10 12 -13 21 15 23 17 22 26 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00038402002852323087 0.00072545333489447352 0.0015382882598437967 2.2115327040372692e-05 0.00098815858777420306 0.00065813933946191341 0.0011784835450378743 0.0013241186534409919 0.00032463829453947558 0.0011537732643351459 0.0015177107937170266 0.0015487082381941968 0.00057181446614794948 0.0013163175968631887 0.0014568501557266705 0.0013229267524397942 0.0015221982631584698 0.00099276460907823526 0.0011484289268634464 0.0012271546899564961 0.00109454182750496 0.00060136078299698875 0.00098575861467371188 0.0012043703934020451 0.0015199883854783789 0.0013932998878196906 0.00082494646884889288 0.0013202029150377948 0.00058845043652427161 0.0017276890562040808 0.00089902146324279488
leaf_weight=55 64 53 59 57 52 65 55 55 81 58 100 62 55 78 596 82 105 59 381 59 60 54 107 64 79 52 165 54 52 53
leaf_count=55 64 53 59 57 52 65 55 55 81 58 100 62 55 78 596 82 105 59 381 59 60 54 107 64 79 52 165 54 52 53
internal_value=0 0.00123198 0.000606374 0.0012761 0.000740986 0.00105484 0.00100079 0.000723903 0.000915461 0.00131948 0.00137316 0.000816022 0.00134221 0.00126842 0.00136932 0.00125375 0.0012137 0.00134144 0.00126626 0.00090185 0.000801032 0.00115288 0.00109973 0.00134209 0.00129658 0.000705483 0.00127512 0.000485621 0.00161729 0.000804379
internal_weight=0 2619 352 2403 216 394 107 293 250 2009 979 238 869 1030 760 977 671 306 459 176 169 109 212 660 144 112 224 109 110 117
internal_count=2971 2619 352 2403 216 394 107 293 250 2009 979 238 869 1030 760 977 671 306 459 176 169 109 212 660 144 112 224 109 110 117
is_linear=0
shrinkage=0.0032998


Tree=5562
num_leaves=18
num_cat=0
split_feature=2 402 403 12 52 15 3 15 1 3 2 3 43 52 16 15 52
split_gain=0.353703 0.321459 0.229629 0.194687 0.209014 0.259956 0.374185 0.378166 0.679525 0.322661 0.281876 0.279776 0.278971 0.33058 0.281027 0.229264 0.178717
threshold=0.25063000000000007 0.10783500000000001 0.13415000000000002 -0.11319999999999998 -0.53473999999999988 0.015700000000000002 -0.096099999999999977 -0.19631499999999999 0.077845000000000011 -0.14884499999999998 0.097110000000000016 -0.067549999999999985 -0.083209999999999992 -0.15365999999999999 -0.0021749999999999994 -0.011749999999999998 0.089455000000000021
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 15 6 7 -6 -9 -7 11 -11 14 -14 -8 -5 -12
right_child=-2 2 -4 4 5 9 12 8 -10 10 16 -13 13 -15 -16 -17 -18
leaf_value=0.014534191298626067 -0.0068287102287109451 -0.0087036988499353141 0.0045916113421042501 0.019991948916039441 0.01077496963527454 0.020312860691437909 0.0064115721928511924 0.0054838295930180313 -0.015431789736971929 0.0077750697920343677 -0.006599766312010316 0.01994139230949532 -0.0043533293127804651 0.0054538221382700201 0.016403549462739295 0.0070632921410387932 0.0057432536358979942
leaf_weight=88 59 66 83 66 54 59 233 85 91 732 59 58 110 834 122 96 76
leaf_count=88 59 66 83 66 54 59 233 85 91 732 59 58 110 834 122 96 76
internal_value=0 0.00631852 -0.00128553 0.00672923 0.0064718 0.00609269 0.00471682 -0.00153359 -0.00532029 0.00822877 0.00745605 0.00867057 0.0058249 0.00430914 0.0098505 0.0123416 0.000335589
internal_weight=0 2912 149 2763 2675 2513 1529 230 176 984 925 790 1299 944 355 162 135
internal_count=2971 2912 149 2763 2675 2513 1529 230 176 984 925 790 1299 944 355 162 135
is_linear=0
shrinkage=0.16829


Tree=5563
num_leaves=29
num_cat=0
split_feature=1 4 51 4 1 12 1 457 12 12 4 4 1 4 1 4 16 475 42 4 13 12 4 13 1 13 402 133
split_gain=21.2048 3.43067 3.17145 2.47167 1.64869 1.22654 0.957125 1.72974 0.989448 0.973617 1.55603 0.86141 0.692107 0.573856 0.564249 0.560776 0.517022 0.569803 0.475157 0.341598 0.281225 0.557779 0.223793 0.221222 0.171473 0.132038 0.131517 0.17632
threshold=0.10921500000000002 0.27420500000000009 0.013805000000000001 0.31392000000000003 0.14754500000000001 1.0000000180025095e-35 0.089895000000000017 0.081330000000000013 -0.0066799999999999993 0.093065000000000009 -0.50231999999999988 -0.15615999999999999 0.12313000000000002 -0.097349999999999978 0.093245000000000008 -0.0005399999999999999 -0.071704999999999991 -0.085719999999999977 0.09901500000000002 0.062600000000000017 -0.076179999999999984 0.091895000000000018 0.48395000000000005 -0.048864999999999992 0.13130500000000003 -0.014549999999999999 0.024785000000000005 0.077945
decision_type=2 2 2 2 2 2 2 2 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 18 -2 9 8 -8 10 -1 -12 -4 -11 23 26 19 -18 22 -13 -16 -22 -3 -10 -24 -17 27 -15
right_child=1 4 12 -5 -6 -7 7 -9 14 13 11 16 -14 15 20 25 17 -19 -20 -21 21 -23 24 -25 -26 -27 -28 -29
leaf_value=0.0022672316594133509 0.0011021770000160828 0.00068402082844909364 0.00099935833918749135 0.00096796689847658199 0.00013074113148887786 0.0016787813347813616 0.0011617600714434401 0.00099435686225302577 0.0013510584609244488 0.0012168281733974759 0.0012737684710787186 0.0018022240425480376 0.00049415417457474844 0.0015278466174128409 0.0015431418900954748 0.0014958667750634479 0.0019134897931082032 0.0015979186187735632 0.00048994588194101326 0.0015912619104485142 0.0020922193446557347 0.0016822668769599846 0.0010761976059428583 0.0016333764078290225 0.00080859288340886799 0.0012907824278543768 0.0018278816469526498 0.0017262630888517092
leaf_weight=53 68 57 58 63 56 100 55 64 80 55 53 564 61 96 65 102 72 535 52 102 52 127 54 52 54 57 52 112
leaf_count=53 68 57 58 63 56 100 55 64 80 55 53 564 61 96 65 102 72 535 52 102 52 127 54 52 54 57 52 112
internal_value=0 0.000901394 0.00115344 0.00161435 0.000636291 0.0014456 0.00163168 0.00150205 0.00157736 0.00166628 0.00171086 0.00168859 0.000740684 0.00153654 0.00163806 0.00157842 0.00170583 0.00163541 0.000766593 0.00176997 0.00173286 0.00180156 0.000853566 0.00146254 0.000942721 0.00142257 0.0016736 0.00163486
internal_weight=0 560 287 2411 273 168 2348 495 431 1853 1379 1326 119 474 376 419 1273 607 217 666 244 179 165 132 108 159 260 208
internal_count=2971 560 287 2411 273 168 2348 495 431 1853 1379 1326 119 474 376 419 1273 607 217 666 244 179 165 132 108 159 260 208
is_linear=0
shrinkage=0.0032998


Tree=5564
num_leaves=29
num_cat=0
split_feature=12 2 2 2 12 2 123 12 150 3 3 0 0 42 0 155 3 51 0 393 0 3 34 3 51 42 2 0
split_gain=26.5735 7.70967 9.79865 6.43295 2.42818 2.00499 1.58207 1.56823 1.36134 1.09915 1.19045 0.808591 1.44473 1.26418 0.720016 1.5149 0.530859 0.3973 0.540495 0.336683 0.312303 0.311644 0.278617 0.275966 0.269688 0.219968 0.127925 0.0758658
threshold=0.056995000000000011 0.10859000000000001 -1.0000000180025095e-35 0.13501500000000002 0.092755000000000018 0.14808000000000002 0.085705000000000017 -0.073629999999999987 0.083435000000000023 -0.15415499999999996 -0.10067 -0.0058249999999999994 -0.15270499999999995 -1.0000000180025095e-35 -0.045139999999999993 0.10222000000000002 0.13772500000000001 -0.42680999999999997 -0.09194999999999999 0.10017500000000001 -0.072374999999999981 0.10402500000000002 -0.082169999999999979 -0.078884999999999997 0.094975000000000018 0.086435000000000012 0.096540000000000015 -0.06537999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 9 6 16 22 11 -2 -11 12 -4 -14 17 -16 21 -6 23 24 26 -3 -1 -19 25 -12 -20 -22
right_child=3 5 8 -5 14 -7 -8 -9 -10 10 19 -13 13 -15 15 -17 -18 18 20 -21 27 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00029355522965554575 0.0019739858792647467 0.00065227376227595696 0.0017354207933211062 0.00048700504342166621 0.0011228485224479357 -4.8208716396687093e-05 9.0707495551116334e-05 0.00082997867097544295 0.00098613339366918876 0.0011535701911734001 0.0015995236093741653 0.0018183752506087021 0.0014986005758424715 0.00077890049336352485 0.00072810338036722959 0.0014979327068382899 0.00043869123952276334 0.0010465685054157905 0.0015595305499260461 0.0018425063074112213 0.001275496352978664 0.00099588111155961647 -4.1363846701470679e-05 0.0013716056229868398 0.0017985189064331382 0.0015004242447974598 0.0013962851332199819 0.001417810778011316
leaf_weight=56 73 60 72 72 58 90 66 52 80 76 594 60 52 55 58 54 61 59 246 53 89 57 52 58 55 447 73 93
leaf_count=56 73 60 72 72 58 90 66 52 80 76 594 60 52 55 58 54 61 59 246 53 89 57 52 58 55 447 73 93
internal_value=0 0.000757379 0.00102575 0.00145748 0.00149096 0.000372396 0.000527681 0.000359044 0.00136004 0.00157883 0.00155526 0.00148504 0.00137311 0.00112899 0.00134616 0.00109959 0.000689507 0.00138696 0.00141169 0.0015818 0.00145919 0.000819973 0.000131972 0.001208 0.00156916 0.001557 0.00152228 0.00134841
internal_weight=0 813 479 2158 2086 334 244 160 319 1298 1225 239 179 107 788 112 178 676 618 1149 501 117 108 117 1096 1041 319 182
internal_count=2971 813 479 2158 2086 334 244 160 319 1298 1225 239 179 107 788 112 178 676 618 1149 501 117 108 117 1096 1041 319 182
is_linear=0
shrinkage=0.0032998


Tree=5565
num_leaves=27
num_cat=0
split_feature=1 1 16 14 39 2 124 2 4 1 2 1 16 48 48 42 4 4 1 16 402 481 4 2 1209 48
split_gain=23.9717 4.71128 2.22978 1.87926 1.81664 1.35127 1.86513 1.14138 0.794667 0.645133 0.510994 0.508105 0.458382 1.163 0.444206 0.376096 0.373549 0.416086 0.323733 0.321374 0.328858 0.293726 0.262331 0.193522 0.184178 0.121954
threshold=0.10398500000000001 0.13612500000000002 0.50609000000000015 0.073890000000000011 0.055555000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 0.08895500000000002 0.50541500000000006 0.09258000000000001 0.11366500000000002 0.11392000000000001 -0.33811499999999994 0.084705000000000016 0.090730000000000019 0.089720000000000008 1.0000000180025095e-35 -0.0018749999999999997 0.081720000000000015 -0.069994999999999988 0.085345000000000018 -0.018114999999999996 0.065755000000000008 0.14870000000000003 -1.0000000180025095e-35 0.098405000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 7 6 -2 16 23 -6 14 -8 -7 -14 21 -12 17 19 -18 24 -21 -9 -23 -3 -1 -16
right_child=1 8 -4 -5 9 12 11 10 -10 -11 15 -13 13 -15 25 -17 18 -19 -20 20 -22 22 -24 -25 -26 -27
leaf_value=0.0014967937486680104 0.00060703602959568152 0.00071382573889238095 0.0014993490526462457 0.0019883757135843463 0.001322873949602995 0.00091835588000758084 0.0015882040728604997 0.0017505223573371783 0.00013537826257479818 0.00083640610129886409 0.0010780175311794796 0.0011491421303763262 0.00033772656515821883 0.00091069701256757884 0.0011641553365881556 0.0014167676627789313 0.0016280008846794435 0.0019074400799082133 0.0012900198586343007 0.0015055470210627107 0.0017814841786856393 0.0015200718781000614 0.0013238840394936961 0.00042643847146466832 0.0016819822083081824 0.0013865205373674054
leaf_weight=71 52 52 80 93 71 104 56 53 82 52 67 61 75 80 52 80 54 53 77 407 55 498 91 52 482 64
leaf_count=71 52 52 80 93 71 104 56 53 82 52 67 61 75 80 52 80 54 53 77 407 55 498 91 52 482 64
internal_value=0 0.000828468 0.000993025 0.00152761 0.00150835 0.000898302 0.00112825 0.00153118 0.000378845 0.0011175 0.00144232 0.00135959 0.000748126 0.000633681 0.00147713 0.00126261 0.00159823 0.00161888 0.00142961 0.00160378 0.00153847 0.0015114 0.00148982 0.000570471 0.00165827 0.00128714
internal_weight=0 694 508 2320 2227 428 169 2104 186 123 905 117 259 155 758 147 1199 1068 131 1015 462 642 589 104 553 116
internal_count=3014 694 508 2320 2227 428 169 2104 186 123 905 117 259 155 758 147 1199 1068 131 1015 462 642 589 104 553 116
is_linear=0
shrinkage=0.0032998


Tree=5566
num_leaves=22
num_cat=0
split_feature=1 3 158 13 9 448 0 4 1 3 0 1 1456 0 0 0 3 13 4 16 1447
split_gain=0.411571 0.417232 0.387338 0.340373 0.335805 0.330104 0.30489 0.454263 0.236421 0.220361 0.217481 0.282899 0.224765 0.223345 0.287298 0.209958 0.19208 0.18445 0.179335 0.177859 0.141032
threshold=0.095265000000000016 -0.14088999999999999 -0.22818499999999997 0.084770000000000026 -0.085474999999999982 -0.050759999999999993 -0.10298499999999998 -0.0060699999999999999 0.13654500000000003 0.13772500000000001 -0.029849999999999998 0.093390000000000015 -0.090374999999999997 -0.21196999999999996 -0.13165999999999997 -0.10594499999999998 -0.14539499999999997 -0.013049999999999997 -0.44205499999999992 -0.069694999999999993 -0.084094999999999989
decision_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 3 -3 -2 -4 -6 7 -7 19 -9 11 12 -1 -14 16 -16 -15 -10 -12 -8 -17
right_child=1 2 4 -5 5 6 8 9 17 -11 18 -13 13 14 15 20 -18 -19 -20 -21 -22
leaf_value=0.0016512540198817373 0.024008282678121072 0.017565122094414402 0.014546640888871748 0.0071005952806369819 0.014097205205197475 -0.018482522949926281 0.012953200390441387 0.0041082454625595947 0.0028855390743882979 -0.0086314064373780586 0.008464179174579629 0.021835381795480405 -0.00044377049163290449 0.011312610115302546 0.00078380807671480659 0.016702598769176614 0.025473145349989897 -0.010547406219592244 -0.003307767102409227 0.0031616049730656443 0.0097746622756296336
leaf_weight=97 54 52 60 91 53 52 75 107 65 60 82 55 56 53 71 89 57 52 66 178 1489
leaf_count=97 54 52 60 91 53 52 75 107 65 60 82 55 56 53 71 89 57 52 66 178 1489
internal_value=0 0.0051378 0.00354467 0.0134096 0.00250356 0.00137524 0.000227432 -0.00474609 0.00317607 -0.000458117 0.0094417 0.00991024 0.00956626 0.00998828 0.0103214 0.00976364 0.0186667 -0.0030693 0.00320239 0.00607135 0.0101665
internal_weight=0 899 754 145 702 642 589 219 370 167 2115 1967 1912 1815 1759 1649 110 117 148 253 1578
internal_count=3014 899 754 145 702 642 589 219 370 167 2115 1967 1912 1815 1759 1649 110 117 148 253 1578
is_linear=0
shrinkage=0.16829


Tree=5567
num_leaves=21
num_cat=0
split_feature=48 33 1 484 48 42 48 3 1456 12 1210 484 475 16 4 4 42 3 4 12
split_gain=0.298336 0.242353 0.2253 0.315047 0.303865 0.279814 0.286811 0.212772 0.185606 0.258467 0.296118 0.244443 0.228285 0.281926 0.182109 0.179438 0.141656 0.115674 0.217896 0.13469
threshold=0.13661500000000001 0.084300000000000014 0.087055000000000007 -0.0048899999999999994 0.10911000000000001 0.11557000000000002 0.093995000000000009 0.10166000000000001 -0.07730999999999999 0.086965000000000015 -0.063274999999999984 -0.023814999999999996 -0.085684999999999997 -0.097179999999999975 0.0011850000000000003 -0.098074999999999982 0.085915000000000005 -0.080624999999999988 -0.083904999999999993 0.09091500000000001
decision_type=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 6 7 -5 11 10 -10 -1 -12 -14 -4 -11 -13 18 -17 -19
right_child=-2 -3 3 4 -6 -7 -8 -9 9 15 12 16 13 -15 -16 17 -18 19 -20 -21
leaf_value=-0.0068444266423640003 -0.0043010183596908407 0.018229709009860585 0.019405185466158818 0.0018758128746911244 0.016555868175450874 0.012075178343200108 -0.0097066949453231185 0.0087964497990315523 0.023416762981931117 -0.0016942530676304531 0.019737634906411842 0.013030611183879777 0.017148525671984105 0.0071261226200253066 0.0068668416474964473 0.011536647364196606 0.0013256894882716316 0.015703567258093812 0.0033131255490334672 0.0079820878651421529
leaf_weight=52 67 54 62 675 52 94 52 155 52 65 63 57 98 430 71 127 61 81 328 318
leaf_count=52 67 54 62 675 52 94 52 155 52 65 63 57 98 430 71 127 61 81 328 318
internal_value=0 0.00703934 0.00682984 0.0050118 0.0040121 0.00334195 0.00240916 0.00317039 0.00804748 0.00862275 0.0112151 0.00275119 0.0101385 0.00898974 0.0127253 0.00680698 0.00699499 0.00745614 0.00561243 0.00955411
internal_weight=0 2947 2893 1161 1028 976 882 830 1732 1562 643 170 591 528 133 919 118 854 455 399
internal_count=3014 2947 2893 1161 1028 976 882 830 1732 1562 643 170 591 528 133 919 118 854 455 399
is_linear=0
shrinkage=0.16829


Tree=5568
num_leaves=16
num_cat=0
split_feature=51 45 0 16 4 50 1 39 16 16 16 0 4 51 4
split_gain=0.320681 0.18633 0.245835 0.238462 0.222042 0.317872 0.49125 0.29974 0.235408 0.426432 0.19702 0.220573 0.59018 0.30383 0.200865
threshold=0.16362000000000002 1.0000000180025095e-35 -0.21196999999999996 -0.20132999999999998 0.058025000000000007 -0.041284999999999995 0.14804000000000003 0.089030000000000012 0.053305000000000012 -0.4193599999999999 -0.10064999999999998 -0.052874999999999998 -0.42305999999999994 -0.22964499999999996 -0.082389999999999977
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 8 10 9 -7 14 13 -13 -12 -4
right_child=-2 -3 4 -5 5 6 -8 -9 -10 -11 11 12 -14 -15 -16
leaf_value=0.0066602316810165547 -0.0055986092587182717 0.01582115390111604 0.021628991522518837 -0.0081884397220739757 -0.0079909854612469113 0.0061174596304520469 0.020101625227216278 -0.0035738096027544031 0.012779496443527634 -0.0045327839178906605 0.018543419794326391 0.0093325040162001351 -0.0065346531366842339 0.0070395990365283781 0.0085394415713592516
leaf_weight=55 70 53 52 69 64 247 52 75 60 187 68 150 119 1599 94
leaf_count=55 70 53 52 69 64 247 52 75 60 187 68 150 119 1599 94
internal_value=0 0.0059137 0.00573145 -0.00158785 0.0060601 0.00321969 0.00453706 0.00686254 0.00289504 0.00152439 0.00723935 0.00678787 0.00230653 0.00750994 0.0132138
internal_weight=0 2944 2891 124 2767 610 546 2157 494 434 2082 1936 269 1667 146
internal_count=3014 2944 2891 124 2767 610 546 2157 494 434 2082 1936 269 1667 146
is_linear=0
shrinkage=0.16829


Tree=5569
num_leaves=24
num_cat=0
split_feature=1 3 1 39 2 2 2 1 4 43 2 158 4 133 3 11 11 11 0 1 0 3 43
split_gain=34.0642 7.59071 3.58581 3.56231 1.99228 1.99191 1.85576 1.70192 1.64443 1.18093 0.954989 0.883258 0.784303 0.782025 0.613568 0.552299 0.413373 0.357344 0.236998 0.37519 0.304946 0.627647 0.288522
threshold=0.10398500000000001 -0.069049999999999986 0.13612500000000002 0.055555000000000007 0.11426500000000002 -1.0000000180025095e-35 0.10859000000000001 0.09258000000000001 0.061835000000000008 -0.049364999999999992 0.11366500000000002 0.019155000000000002 0.50666500000000003 0.031880000000000012 0.13772500000000001 0.084110000000000004 1.0000000180025095e-35 0.084110000000000004 -0.10934999999999999 0.086165000000000005 -0.077809999999999976 -0.060719999999999989 0.065040000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 8 15 -3 -7 -5 10 -8 16 13 -4 -10 -11 -2 18 -18 19 -1 21 -20 -22
right_child=1 2 12 7 -6 6 9 -9 11 14 -12 -13 -14 -15 -16 -17 17 -19 20 -21 22 -23 -24
leaf_value=0.0017407886473545225 0.0013703637690676781 0.00025095342961729768 0.0003856818507487023 0.0014178517711477747 0.00080835178747542234 0.0013554780572986827 0.00037469902957553574 0.0006458565002095708 0.00097526855490595121 0.0011885425801165723 0.0013824717701114255 0.0016805832451007132 -6.5859399828345787e-05 0.0014820422003011438 0.00069093084575284132 0.0017892730281218175 0.0020673229125173064 0.0017078835381346196 0.0017198088357243471 0.0013448021659786529 0.0016682022552203222 0.0020838090322016162 0.0014225298638023195
leaf_weight=54 102 62 93 76 61 73 65 53 68 54 102 72 76 66 55 53 66 59 1157 53 376 55 63
leaf_count=54 102 62 93 76 61 73 65 53 68 54 102 72 76 66 55 53 66 59 1157 53 376 55 63
internal_value=0 0.00080126 0.000569144 0.00163464 0.00131476 0.000780543 0.000913334 0.00110095 0.00166605 0.000727634 0.00169525 0.00138449 0.000182413 0.00122514 0.000937777 0.00151383 0.00171217 0.00189795 0.00169894 0.00154498 0.0017089 0.00173636 0.00163303
internal_weight=0 694 478 2320 216 309 247 129 2191 174 1985 206 169 134 109 155 1883 125 1758 107 1651 1212 439
internal_count=3014 694 478 2320 216 309 247 129 2191 174 1985 206 169 134 109 155 1883 125 1758 107 1651 1212 439
is_linear=0
shrinkage=0.0032998


Tree=5570
num_leaves=23
num_cat=0
split_feature=1 2 12 2 1 124 9 51 1 12 3 3 157 3 16 43 1 12 12 15 15 15
split_gain=13.6713 3.18327 2.68515 1.56378 1.38827 0.905654 0.67721 0.65454 0.527928 0.446581 0.514488 0.383122 0.266443 0.273099 0.262726 0.218918 0.210464 1.04889 0.621056 0.200987 0.125403 0.136061
threshold=0.11690500000000002 0.099845000000000003 -0.042789999999999988 0.14808000000000002 0.10661000000000002 -0.082899999999999988 0.084755000000000011 -1.0000000180025095e-35 0.14195000000000002 0.087625000000000022 0.076825000000000018 -0.072649999999999978 -0.10835999999999998 0.093925000000000022 -0.087154999999999996 -0.073079999999999992 0.085780000000000009 0.085380000000000011 0.079335000000000017 0.10356000000000001 -0.074124999999999983 -0.033234999999999994
decision_type=2 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 7 9 -1 12 -4 15 10 -3 20 -7 16 -6 -2 18 -18 -14 -13 -11 -22
right_child=2 4 3 -5 14 6 -8 -9 -10 11 -12 19 13 -15 -16 -17 17 -19 -20 -21 21 -23
leaf_value=0.0009882828625384912 0.00026650995193967336 0.00086751452196947524 0.0012922228355425178 0.00036267514040972505 0.00061988996358171614 0.0015808766838559306 0.0017239869192824235 0.00084413844733773101 1.2708335942145166e-05 0.0014364480011680209 0.0012503812558314865 0.00095421181151922178 0.0016705264435236749 0.0011296592151491087 0.00091713595474729329 0.00055500016653044877 0.00090990990836151554 0.0013515570502153902 0.0013524252055390263 0.0012194083236209663 0.0011186734534916125 0.0013407922675159228
leaf_weight=76 57 103 61 52 65 53 54 87 52 66 62 67 72 67 67 59 69 408 1158 62 52 82
leaf_count=76 57 103 61 52 65 53 54 87 52 66 62 67 72 67 67 59 69 408 1158 62 52 82
internal_value=0 0.00127755 0.000597548 0.000855976 0.00107246 0.00134314 0.00135746 0.00102906 0.000289687 0.00115293 0.00101159 0.0012237 0.00134661 0.00133959 0.000771032 0.000413546 0.00134781 0.00128774 0.00137107 0.00108194 0.00131496 0.00125486
internal_weight=0 2583 368 200 626 1957 1881 148 168 494 165 329 1827 1774 132 116 1707 477 1230 129 200 134
internal_count=2951 2583 368 200 626 1957 1881 148 168 494 165 329 1827 1774 132 116 1707 477 1230 129 200 134
is_linear=0
shrinkage=0.0032998


Tree=5571
num_leaves=21
num_cat=0
split_feature=1 3 1 4 16 158 4 1 14 123 3 4 42 123 3 3 1 3 4 3
split_gain=28.0518 6.86535 2.98223 2.19732 1.87048 1.45433 1.3317 1.20398 1.19453 1.03044 1.47381 1.00254 0.88559 0.653998 0.517042 0.50486 0.413256 0.275438 0.149214 0.0425705
threshold=0.10423500000000001 -0.070724999999999996 0.11690500000000002 0.053925000000000008 0.062500000000000014 0.019155000000000002 0.51292000000000015 0.083670000000000008 0.073890000000000011 0.081630000000000022 0.28833000000000003 -0.50139499999999992 0.12160000000000001 1.0000000180025095e-35 -0.14719499999999996 0.086845000000000019 0.11392000000000001 -0.0088549999999999983 0.071150000000000005 0.11745500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 17 8 16 7 9 18 11 10 -4 -1 13 14 -13 -16 -2 -3 -5 -19
right_child=1 2 6 5 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 15 -17 -18 19 -20 -21
leaf_value=0.0021720446643282705 0.001489305448246631 0.0013744615800248298 0.0012165615087771247 0.0014123622711482641 0.0019341214391127722 0.0019053976671320268 0.00028646948511359054 0.00098235108881660686 0.0022609433855548403 0.00042977997480285479 0.00050324606362458276 0.0015308325188822889 0.0014123113928836877 0.0015042409349430449 0.0018755860491947165 0.0016021222077144078 0.0010749208488304569 0.0011456864464677407 0.0016408599890702725 0.0010070173379066801
leaf_weight=98 52 53 81 53 85 88 90 56 79 65 52 54 55 62 1592 79 55 61 89 52
leaf_count=98 52 53 81 53 85 88 90 56 79 65 52 54 55 62 1592 79 55 61 89 52
internal_value=0 0.0010446 0.000823211 0.00182278 0.00156789 0.00155134 0.000619909 0.00139381 0.00186121 0.000771295 0.000937936 0.00184492 0.0018275 0.00184025 0.00185231 0.00186268 0.00127663 0.00117572 0.00155582 0.00108219
internal_weight=0 646 454 2305 192 286 288 198 2019 198 133 1940 1842 1787 1725 1671 107 166 142 113
internal_count=2951 646 454 2305 192 286 288 198 2019 198 133 1940 1842 1787 1725 1671 107 166 142 113
is_linear=0
shrinkage=0.0032998


Tree=5572
num_leaves=16
num_cat=0
split_feature=2 106 2 133 1 484 41 51 148 133 51 457 0 0 133
split_gain=0.780726 0.348621 0.363991 0.327699 0.667006 0.444286 0.313337 0.309773 0.271113 0.242686 0.16334 0.219149 0.244628 0.338021 0.122611
threshold=0.25063000000000007 0.085650000000000018 0.097005000000000022 -0.0081099999999999974 0.093170000000000017 0.059895000000000011 0.078385000000000024 -0.23729499999999998 -0.071414999999999992 0.0029250000000000005 0.10934000000000001 0.088850000000000026 -0.15530999999999998 -0.13165999999999997 -0.16371499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 14 7 10 -5 -9 -10 11 12 -1 -14 -4
right_child=-2 -3 3 5 -6 -7 -8 8 9 -11 -12 -13 13 -15 -16
leaf_value=0.020928272905704693 -0.011461894508891582 -0.0038354512714136543 0.0015076328246823769 0.016834463799455628 -0.015682438252782351 0.020088956715551599 0.020569239123066275 0.016724815556112251 0.00081202370128395987 0.0083632333728943953 0.0033252559116323348 0.0007893877078265308 -0.0026950080118704665 0.010817422382721202 0.012004469980550521
leaf_weight=65 54 59 65 73 54 77 84 52 292 206 98 65 54 1591 62
leaf_count=65 54 59 65 73 54 77 84 52 292 206 98 65 54 1591 62
internal_value=0 0.00894692 0.00921329 0.00636753 -5.44329e-06 0.00801797 0.0104935 0.00652317 0.00515131 0.00393922 0.0100406 0.0104104 0.010775 0.0103728 0.00664622
internal_weight=0 2897 2838 881 181 700 1957 623 550 498 1873 1775 1710 1645 127
internal_count=2951 2897 2838 881 181 700 1957 623 550 498 1873 1775 1710 1645 127
is_linear=0
shrinkage=0.16829


Tree=5573
num_leaves=19
num_cat=0
split_feature=3 133 51 1186 49 4 3 3 155 51 4 16 15 151 16 15 4 133
split_gain=0.705631 0.2037 0.405632 0.344656 0.236775 0.328859 0.27222 0.440094 0.285826 0.263258 0.191109 0.215257 0.101159 0.0923495 0.0981352 0.088954 0.172257 0.0824713
threshold=0.31351000000000001 0.087455000000000019 -0.40775499999999992 0.085080000000000003 -0.08428999999999999 -0.0053799999999999985 -0.15327499999999997 -0.12077499999999998 0.099270000000000011 -0.025879999999999997 0.053330000000000009 -0.38959499999999997 -0.07879499999999999 -0.082079999999999986 -0.082359999999999989 0.089715000000000003 -0.085669999999999982 0.41548500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 9 -8 -9 -6 12 -12 -3 -14 -15 16 -16 -17
right_child=-2 10 3 -5 6 -7 7 8 -10 -11 11 -13 13 14 15 17 -18 -19
leaf_value=0.021582998338734692 -0.0065437751676877924 0.01151382813046813 0.021109116743468111 -0.0054437120942647695 0.0099277057526325572 0.004794875654243573 0.02030363399492989 0.0074434103269554776 0.020033888284421528 -0.0047971519683268227 0.0063404145738950373 -0.0054975196238884437 -4.3009244709788621e-05 0.00031510008434245258 0.012854274077088158 0.013836700324840459 0.0015877144376103885 0.0062364447432227436
leaf_weight=65 103 103 92 52 56 57 85 1547 53 89 86 88 68 60 56 94 124 73
leaf_count=65 103 103 92 52 56 57 85 1547 53 89 86 88 68 60 56 94 124 73
internal_value=0 0.00762603 0.00847992 0.00805969 0.00841541 0.0148802 0.00788807 0.0084903 0.00786159 0.0008773 0.00524363 0.000343088 0.00671578 0.00567157 0.00663076 0.00771763 0.00510285 0.0105252
internal_weight=0 2848 2096 2031 1979 149 1830 1685 1600 145 752 174 578 475 407 347 180 167
internal_count=2951 2848 2096 2031 1979 149 1830 1685 1600 145 752 174 578 475 407 347 180 167
is_linear=0
shrinkage=0.16829


Tree=5574
num_leaves=18
num_cat=0
split_feature=4 2 4 15 0 49 2 39 15 52 52 2 47 52 2 48 49
split_gain=0.594423 0.281568 0.45563 0.21523 0.363673 0.207578 0.199729 0.39537 0.247976 0.167175 0.154002 0.270551 0.259029 0.219096 0.140505 0.139463 0.104449
threshold=0.62720500000000012 -0.14847999999999997 0.27258000000000004 -0.14051999999999998 -0.09300499999999999 0.098445000000000019 0.092385000000000009 0.084075000000000011 -0.42075999999999997 -0.014944999999999998 -0.085009999999999988 0.082165000000000016 0.080860000000000015 -0.076344999999999982 0.11543500000000002 0.10145000000000001 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 10 -4 8 -8 14 11 12 -5 -12 -7 -15 -13
right_child=-2 2 6 5 -6 9 7 -9 -10 -11 13 16 -14 15 -16 -17 -18
leaf_value=0.017394715631471935 -0.011890262722302296 0.018771068046693127 -0.0099759033094099624 0.023935278497863897 0.0019209181067086725 0.0012017541066288613 0.015358544201903263 -0.010685147049504247 0.0009681398008599836 -0.003900280656671252 -0.0035544702175025209 0.0061712506096817735 0.0081552622449806555 0.0066840626604264064 0.012083767114896492 -0.002150844011707813 0.014292945733493649
leaf_weight=63 52 101 53 62 57 93 53 54 95 95 65 348 57 1546 53 52 52
leaf_count=63 52 101 53 62 57 93 53 54 95 95 65 348 57 1546 53 52 52
internal_value=0 0.00625191 0.00600375 0.0066743 0.0127036 0.0062804 -0.000776267 0.0016286 0.0061336 0.00158372 0.00679832 0.00933537 0.0163919 0.00600546 0.00516438 0.00639544 0.00723156
internal_weight=0 2899 2836 2581 158 2423 255 202 148 241 2182 519 119 1663 146 1598 400
internal_count=2951 2899 2836 2581 158 2423 255 202 148 241 2182 519 119 1663 146 1598 400
is_linear=0
shrinkage=0.16829


Tree=5575
num_leaves=22
num_cat=0
split_feature=1 130 4 0 10 160 9 160 12 474 156 158 4 43 1 15 399 129 1 12 481
split_gain=0.361474 0.343393 0.320105 0.247395 0.243781 0.335285 0.290563 0.245972 0.251948 0.196582 0.25673 0.194083 0.179932 0.642057 0.179683 0.162798 0.142925 0.133269 0.133002 0.123375 0.0754017
threshold=0.089605000000000018 -0.054924999999999995 0.55074000000000012 -0.13843999999999998 -1.0000000180025095e-35 -0.081669999999999979 -0.0083399999999999985 0.087455000000000019 0.092395000000000019 0.089165000000000008 0.091235000000000024 0.08962500000000001 -0.098074999999999982 -0.033049999999999989 0.081720000000000015 -0.12272499999999999 0.087840000000000015 1.0000000180025095e-35 0.10351500000000001 0.10331000000000001 -0.073574999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 14 6 18 -3 8 15 10 11 12 13 -5 -1 -7 17 -14 -6 -10 -13
right_child=1 2 -4 9 5 7 -8 -9 19 -11 -12 20 16 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.018499751579389601 -0.0089824332104708506 0.0038758421871225648 0.014045051662543039 -0.012605725426172804 0.0055115336355548794 -0.0072446116366762315 -0.013139168515779769 0.0094887727036320514 0.0069724858179899037 0.01251923350219258 -0.0039915140153159246 0.016914808507295619 0.0042534502543679284 0.012479433138156798 0.0065985502246421277 0.00016187733541130804 0.012298863126424387 0.0094066516645762831 0.016879244370206679 -0.00070075995921985656 0.0079621971206944499
leaf_weight=73 74 53 68 65 57 123 61 101 184 102 87 52 1022 52 72 264 81 166 61 87 57
leaf_count=73 74 53 68 65 57 123 61 101 184 102 87 52 1022 52 72 264 81 166 61 87 57
internal_value=0 0.00209503 0.00287078 0.00592333 0.00210222 0.00305515 -0.00521292 0.00175492 0.000565081 0.00534715 0.00488359 0.00540127 0.00486139 -0.00144141 0.0126026 -0.00218748 0.00544392 0.00497502 0.0114033 0.00450249 0.0122497
internal_weight=0 1133 1059 1829 991 877 114 759 658 1684 1582 1495 1386 117 145 387 1269 1188 118 271 109
internal_count=2962 1133 1059 1829 991 877 114 759 658 1684 1582 1495 1386 117 145 387 1269 1188 118 271 109
is_linear=0
shrinkage=0.16829


Tree=5576
num_leaves=30
num_cat=0
split_feature=2 12 2 2 2 16 12 150 11 2 9 16 15 40 16 15 2 160 160 483 42 484 16 52 42 2 43 12 52
split_gain=24.8555 12.9269 4.31376 3.6025 4.59194 1.76247 1.58839 1.4527 1.37554 1.20998 1.03799 0.934268 0.802888 0.704304 0.638245 0.564203 0.418247 0.371237 0.319999 0.374663 0.308883 0.256624 0.196559 0.171082 0.339935 0.154258 0.144827 0.257427 0.126312
threshold=0.12026500000000001 0.056995000000000011 0.15806500000000004 0.072175000000000017 0.092250000000000013 0.12992000000000004 0.094435000000000005 0.085075000000000026 1.0000000180025095e-35 0.10669500000000001 1.0000000180025095e-35 -0.24404999999999996 -0.0025249999999999995 -0.078179999999999986 -0.26194999999999996 1.0000000180025095e-35 0.13447000000000003 -0.040669999999999991 -0.089744999999999978 -0.06717999999999999 -0.10177499999999999 0.070005000000000012 -0.073554999999999995 -0.51296999999999993 0.079890000000000017 0.087245000000000003 -0.083944999999999978 0.086085000000000009 0.087580000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 10 25 16 8 9 14 12 13 -8 -6 -1 -3 -10 -2 -18 26 -20 -13 -21 28 -24 -25 -5 -16 -28 -22
right_child=2 6 -4 4 7 -7 11 -9 15 -11 -12 20 -14 -15 18 -17 17 -19 19 21 22 -23 23 24 -26 -27 27 -29 -30
leaf_value=0.00093934097230455218 0.00095583387953233033 0.0014962260485998568 8.6076036476185198e-05 0.0020632470721553432 0.0012624987490307386 0.0013723667181155144 0.0012497547080502426 0.00072344828274133882 0.0019445073652388971 0.0010356748214387192 0.0012045011294499184 0.0019181612285210506 0.0018301847291660879 0.00044677716276021707 0.0020956705259171917 0.0024190682422863376 0.00083917221924819665 0.00045760580529950501 0.0020048519439882814 0.0017994228387108796 0.0016615032827342268 0.0016145509080410056 0.0017652234739799354 0.0014313362577208109 0.0016672347783118452 0.0018149509447383549 0.0020823616533497112 0.0017936306423296444 0.0018717178134110906
leaf_weight=59 73 69 89 61 57 71 62 63 54 102 59 55 53 69 55 58 52 61 92 848 71 95 67 113 174 57 53 105 65
leaf_count=59 73 69 89 61 57 71 62 63 54 102 59 55 53 69 55 58 52 61 92 848 71 95 67 113 174 57 53 105 65
internal_value=0 0.00165391 0.00071262 0.00121911 0.00139864 0.000929457 0.00177775 0.00116467 0.00183802 0.00129562 0.00084163 0.0016358 0.00153634 0.000674094 0.00180801 0.00219058 0.0007602 0.000633506 0.00182522 0.00180078 0.00167966 0.00178084 0.00165281 0.00161068 0.00157448 0.00194361 0.0019438 0.00189071 0.00176223
internal_weight=0 2616 346 580 393 257 2036 275 1429 212 187 607 110 128 1317 112 186 113 1248 1035 545 943 490 354 287 118 213 158 136
internal_count=2962 2616 346 580 393 257 2036 275 1429 212 187 607 110 128 1317 112 186 113 1248 1035 545 943 490 354 287 118 213 158 136
is_linear=0
shrinkage=0.0032998


Tree=5577
num_leaves=10
num_cat=0
split_feature=123 11 1451 0 0 10 15 14 15
split_gain=0.460713 0.265916 0.252128 0.231029 0.220442 0.180136 0.190647 0.308509 0.218516
threshold=0.10832000000000001 0.093525000000000011 0.07839500000000002 0.148925 0.098975000000000021 0.031045 -0.40166999999999992 -0.10523499999999998 -0.15300999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -8
right_child=-2 -3 -4 -5 -6 -7 8 -9 -10
leaf_value=0.0077736807329117762 -0.010051399847710755 -0.0049433764803823704 0.016371458227954425 0.015327155339564852 -0.0044431400526508272 0.014794514874946192 0.012131648494870981 -0.0085109134281773011 0.0050048051887985404
leaf_weight=60 57 71 59 63 68 55 129 73 2327
leaf_count=60 57 71 59 63 68 55 129 73 2327
internal_value=0 0.00521583 0.00547098 0.00523858 0.00500356 0.00524719 0.00504368 -0.00115097 0.00537987
internal_weight=0 2905 2834 2775 2712 2644 2589 133 2456
internal_count=2962 2905 2834 2775 2712 2644 2589 133 2456
is_linear=0
shrinkage=0.16829


Tree=5578
num_leaves=21
num_cat=0
split_feature=1 1 1 148 147 15 155 15 1 1455 159 159 51 3 12 43 3 34 158 15
split_gain=0.274095 0.271051 0.281023 0.212244 0.263619 0.215886 0.188401 0.215274 0.438419 0.172719 0.13054 0.226381 0.119134 0.193592 0.117505 0.225385 0.275443 0.143454 0.0648768 0.0499557
threshold=0.092845000000000025 0.091485000000000025 0.089605000000000018 -1.0000000180025095e-35 0.093085000000000015 0.120215 0.10222000000000002 -0.026469999999999997 0.10471000000000001 -0.070999999999999994 0.09284000000000002 0.086825000000000013 0.11178000000000002 -0.020049999999999995 0.10544500000000001 -0.031974999999999996 0.13772500000000001 -0.027829999999999997 0.083550000000000013 0.096415000000000015
decision_type=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 -2 6 7 14 19 -1 11 12 13 -11 15 17 -17 -5 -12 -9
right_child=3 -3 -4 5 -6 -7 -8 8 -10 10 18 -13 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.013397786671904071 -0.013401544554825263 0.017127394482362432 -0.0043110607263970903 -0.0068042227839536324 0.0030550229805284615 0.012701209714496809 0.0096935970287923522 0.0056608674743465377 -0.015534717792259657 0.0047036033587000729 0.013025231573505242 -0.0063290345021622934 -0.00087862279926857821 0.011473186942209718 -0.0035580651547664432 0.013038318389351091 0.0014640422531943503 0.0024654128356048524 0.0059904294341254433 -0.0013657205966975364
leaf_weight=73 55 53 89 62 55 57 81 57 61 1327 81 52 93 132 73 121 113 199 71 57
leaf_count=73 55 53 89 62 55 57 81 57 61 1327 81 52 93 132 73 121 113 199 71 57
internal_value=0 0.0052417 0.00491232 0.00180745 -0.00515693 0.00267905 0.00198359 0.00114064 -0.00401597 0.00536212 0.00502704 0.00457826 0.00494486 0.0053173 0.00273255 0.00366389 0.00745671 0.000256547 0.00975106 0.00213181
internal_weight=0 1971 1918 991 110 881 824 743 175 1829 1756 1604 1552 1459 568 495 234 261 152 114
internal_count=2962 1971 1918 991 110 881 824 743 175 1829 1756 1604 1552 1459 568 495 234 261 152 114
is_linear=0
shrinkage=0.16829


Tree=5579
num_leaves=12
num_cat=0
split_feature=40 106 447 1453 481 401 474 474 160 12 2
split_gain=0.303844 0.339874 0.200778 0.185998 0.208687 0.178424 0.153732 0.300007 0.223036 0.122433 0.0738687
threshold=0.0045850000000000005 0.085650000000000018 0.092160000000000006 -0.079499999999999987 -0.09799999999999999 0.086390000000000008 0.087350000000000025 0.084710000000000021 -0.076594999999999983 0.086115000000000011 0.08511500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 -8 -7 -11
right_child=-2 -3 -4 4 5 9 8 -9 -10 10 -12
leaf_value=0.01313905469148368 -0.0063858481901851892 -0.0093906691839975923 -0.00600537379585552 0.014414555748640236 0.003189403444166487 0.013695471219081148 0.014060260199427655 -0.0097393973470445618 0.0030674270100958267 0.0007942245610611234 0.0083566940162317065
leaf_weight=64 87 55 56 53 2145 77 89 52 128 60 96
leaf_count=64 87 55 56 53 2145 77 89 52 128 60 96
internal_value=0 0.00370175 0.00395774 0.00416024 0.00394675 0.00373648 0.00330597 0.00288258 0.00758429 0.00818902 0.00545957
internal_weight=0 2875 2820 2764 2700 2647 2414 2197 217 233 156
internal_count=2962 2875 2820 2764 2700 2647 2414 2197 217 233 156
is_linear=0
shrinkage=0.16829


Tree=5580
num_leaves=13
num_cat=0
split_feature=10 402 10 1446 0 10 41 43 148 12 43 2
split_gain=0.422441 0.305521 0.33206 0.335709 0.310528 0.291546 0.229773 0.331613 0.271856 0.22432 0.158082 0.137366
threshold=0.057650000000000007 0.089020000000000002 -0.089679999999999982 0.11124000000000002 -0.071524999999999991 -0.010054999999999998 0.081185000000000021 -0.14386499999999997 -0.07718499999999999 0.087695000000000009 -0.011534999999999998 0.086545000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 9 -4 7 11 -9 -3 -11 -7
right_child=-2 4 3 -5 -6 6 -8 8 -10 10 -12 -13
leaf_value=-0.0081936314325858385 -0.010161570764855857 0.011077962560978136 0.015271073705215032 -0.010374498940139372 0.019017942334281286 0.017240739819561104 -0.00605991133322071 0.010792020795483977 0.00183912919651462 -0.0065454153259077771 0.0059088379484875109 0.0067972522109214359
leaf_weight=85 74 97 52 56 58 52 85 101 2006 54 62 117
leaf_count=85 74 97 52 56 58 52 85 101 2006 54 62 117
internal_value=0 0.00271453 0.00214348 0.00250008 0.00808965 0.00279962 0.00252418 0.00284555 0.00226914 0.00510544 9.56805e-05 0.0100213
internal_weight=0 2825 2554 2469 271 2413 2361 2276 2107 213 116 169
internal_count=2899 2825 2554 2469 271 2413 2361 2276 2107 213 116 169
is_linear=0
shrinkage=0.16829


Tree=5581
num_leaves=28
num_cat=0
split_feature=1 12 4 1 40 3 2 12 1 2 1 402 1 1 160 16 4 4 3 402 0 2 16 48 12 160 160
split_gain=13.3913 2.30559 1.71079 1.6604 1.35294 0.65819 0.655404 0.605858 0.625081 0.543666 0.519832 0.517337 0.395524 0.691496 0.371176 0.334249 0.325735 0.340966 0.449547 0.279991 0.30624 0.224112 0.191329 0.187177 0.173475 0.128064 0.152683
threshold=0.11374000000000002 0.056995000000000011 0.27998000000000006 0.092395000000000019 -0.0087249999999999984 -0.011259999999999997 0.11891500000000001 0.090285000000000018 0.090195000000000011 0.11231500000000001 0.14754500000000001 0.089940000000000006 0.077020000000000019 0.086165000000000005 -0.074049999999999991 -0.087969999999999979 -0.15615999999999999 0.058025000000000007 -0.115685 -0.094939999999999983 -0.097774999999999987 0.10233000000000002 -0.45743999999999996 0.086310000000000012 0.098085000000000019 -0.42038999999999993 -0.073574999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 12 -2 -5 -6 8 11 21 14 19 -1 -14 -4 -13 -9 18 -18 -3 -21 -7 -16 -22 -19 -20 -27
right_child=2 7 10 5 6 9 -8 16 -10 -11 -12 15 13 -15 22 -17 17 24 25 20 23 -23 -24 -25 -26 26 -28
leaf_value=0.0008744606206194705 0.00017615620717072246 0.0009084445790192206 0.00054941722634689247 0.00040553005373230054 0.00096402215648200317 0.00075844794540026489 0.00054064803272627635 0.00085314120746041492 0.00084336601891287497 0.00050428004751055025 -4.69155233415363e-05 0.0011950318922481359 0.0014243294373466144 0.0009531778208150078 0.0003612501860244159 0.0015497539647641853 0.0013821632146365941 0.0010249656076791395 0.00091167849720328817 0.001339612107936294 0.0011571136676309856 0.0010562697849501033 9.315553892540975e-05 0.00098435349270751225 0.00078531507351878088 0.001232697460072373 0.0010593259095045243
leaf_weight=92 53 52 52 79 94 58 70 96 67 56 57 57 60 80 53 62 53 68 58 95 629 55 65 80 68 65 525
leaf_count=92 53 52 52 79 94 58 70 96 67 56 57 57 60 80 53 62 53 68 58 95 629 55 65 80 68 65 525
internal_value=0 0.00104864 0.00042576 0.000843202 0.000635346 0.000655109 0.000783529 0.00109855 0.00115354 0.000771568 0.000225252 0.00117482 0.00104412 0.00115535 0.000316715 0.00138014 0.0010371 0.00105816 0.00108774 0.00114624 0.00116158 0.000903717 0.000213869 0.00113767 0.000905399 0.00106361 0.00107849
internal_weight=0 2455 444 480 217 248 164 1975 1042 169 227 975 232 140 170 119 933 837 701 856 804 113 118 709 136 648 590
internal_count=2899 2455 444 480 217 248 164 1975 1042 169 227 975 232 140 170 119 933 837 701 856 804 113 118 709 136 648 590
is_linear=0
shrinkage=0.0032998


Tree=5582
num_leaves=17
num_cat=0
split_feature=4 41 402 16 160 160 39 16 16 4 16 14 4 13 39 1213
split_gain=0.338764 0.290968 0.296542 0.286655 0.306746 0.278172 0.216618 0.22617 0.244584 0.186166 0.228685 0.224826 0.168148 0.0855774 0.0758131 0.0724805
threshold=0.31392000000000003 0.083270000000000011 0.086970000000000006 -0.28430999999999995 -0.5407249999999999 -0.014565 0.094095000000000026 -0.15105999999999997 -0.096659999999999982 0.41315500000000005 -0.47730499999999992 -0.40567999999999999 -0.081664999999999988 -0.087984999999999994 0.08252000000000001 -0.085324999999999984
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 7 -6 -9 -2 14 -12 -7 -1 -11 -14
right_child=9 -3 5 4 6 12 -8 8 -10 10 11 -13 15 -15 -16 -17
leaf_value=0.0056710558391540782 -0.011484543470365656 -0.0065492094695545318 0.019531722906397622 -0.009286091836043368 -0.0072099296364270078 -0.001096654170887006 -0.0067891814799749175 0.010477084891720509 0.0030154188089695426 0.0009082064762316193 0.0011327513750454248 -0.01264654065271692 0.014344706466883739 0.01425528996273483 0.009332902018960856 0.0065362957668711856
leaf_weight=59 54 81 56 60 57 63 63 134 1785 70 70 64 52 77 54 100
leaf_count=59 54 81 56 60 57 63 63 134 1785 70 70 64 52 77 54 100
internal_value=0 0.00337008 0.00369142 0.00305273 0.00256646 0.00895217 0.00291612 0.00322646 0.00353739 -0.00249714 -0.000609089 -0.005435 0.00618821 0.0105445 0.00459151 0.00921941
internal_weight=0 2587 2506 2235 2099 271 2039 1976 1919 312 258 134 215 136 124 152
internal_count=2899 2587 2506 2235 2099 271 2039 1976 1919 312 258 134 215 136 124 152
is_linear=0
shrinkage=0.16829


Tree=5583
num_leaves=26
num_cat=0
split_feature=1 2 12 4 12 4 12 2 1 4 1 11 1 4 4 2 34 1210 1212 52 47 12 12 4 52
split_gain=15.8294 3.09665 2.18472 2.13823 1.50614 1.06762 0.98364 0.856338 0.808042 0.796411 0.875785 0.587459 0.525454 0.488782 0.466573 0.341909 0.335897 0.285364 0.390215 0.230167 0.175632 0.157063 0.159155 0.149692 0.13266
threshold=0.10921500000000002 0.14290000000000003 -1.0000000180025095e-35 0.31392000000000003 0.056995000000000011 0.25367000000000006 0.090205000000000021 0.10859000000000001 0.090195000000000011 -0.17568999999999999 0.092395000000000019 0.07585500000000002 0.14787500000000001 -0.15615999999999999 -0.0058699999999999994 0.11218000000000002 -0.023104999999999997 -0.077869999999999981 0.040035000000000008 -0.081429999999999989 0.091930000000000012 0.098355000000000012 0.091735000000000025 0.00059000000000000014 -0.42058999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 7 15 8 9 11 -1 14 17 -3 -8 -11 20 -2 -6 -19 24 -4 22 -21 -23 -15
right_child=1 12 5 -5 6 -7 13 -9 -10 10 -12 -13 -14 19 -16 -17 -18 18 -20 21 -22 23 -24 -25 -26
leaf_value=0.0013875660930303692 0.00020357374671051284 0.00029600186273346372 0.0013064660825572712 0.00053867033898607293 0.0011105590157878054 0.00061297812384064924 0.00093461520601672773 0.00065817150614593195 0.00093809201091733427 0.00090872224833225465 0.00075414905250124355 0.0016652036016938194 -0.00013471829231917427 0.0012115399361493204 0.0012966663126214434 0.00084145626862938325 0.00051605379863417554 0.0012986873038547773 0.0014883829857803433 0.0010872358652621876 0.0010294826962348614 0.0011517475832290493 0.0012386479926341652 0.00097129667409230982 0.0014106074100859772
leaf_weight=73 61 70 52 54 71 95 94 62 60 54 100 56 55 84 94 54 99 696 146 107 52 152 306 80 72
leaf_count=73 61 70 52 54 71 95 94 62 60 54 100 56 55 84 94 54 99 696 146 107 52 152 306 80 72
internal_value=0 0.000561589 0.000699333 0.00118893 0.00120413 0.000890303 0.00124183 0.00101465 0.00131168 0.0010834 0.000993722 0.00133478 0.000106203 0.00116148 0.00115536 0.00105683 0.000397141 0.00131447 0.00133162 0.00118806 0.00116831 0.00116006 0.00119951 0.00108968 0.00130364
internal_weight=0 538 413 2361 2307 253 1924 383 1029 321 248 969 125 895 148 158 160 913 842 801 104 645 413 232 156
internal_count=2899 538 413 2361 2307 253 1924 383 1029 321 248 969 125 895 148 158 160 913 842 801 104 645 413 232 156
is_linear=0
shrinkage=0.0032998


Tree=5584
num_leaves=13
num_cat=0
split_feature=10 10 42 403 1210 403 1203 15 151 1348 42 133
split_gain=0.284187 0.206797 0.18333 0.238281 0.275656 0.27 0.186349 0.30633 0.196554 0.489694 0.320929 0.157521
threshold=0.057650000000000007 -0.089679999999999982 0.11791500000000001 -0.5407249999999999 -0.079364999999999977 -0.081664999999999988 0.084485000000000018 0.08517000000000001 0.053170000000000002 0.083570000000000019 0.078120000000000009 0.15113000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 8 -8 9 -6 -10 -4
right_child=-2 2 11 4 6 -7 7 -9 10 -11 -12 -13
leaf_value=-0.0045335275299639519 -0.0071624054498666458 0.014045345417791561 -0.0089967300562179917 -0.013179674973820686 0.0043573266693939031 0.003869821269816691 -0.011953746178086979 0.0049978788315617872 -0.010235811383042016 0.019540166487850747 0.0070569139071114343 0.0025113096953065005
leaf_weight=90 74 65 58 53 2120 52 53 70 65 62 57 80
leaf_count=90 74 65 58 53 2120 52 53 70 65 62 57 80
internal_value=0 0.00339496 0.00365652 0.00397439 0.00371514 -0.004719 0.00408077 -0.00229187 0.00442176 0.00478956 -0.0021417 -0.00231238
internal_weight=0 2825 2735 2597 2532 105 2427 123 2304 2182 122 138
internal_count=2899 2825 2735 2597 2532 105 2427 123 2304 2182 122 138
is_linear=0
shrinkage=0.16829


Tree=5585
num_leaves=25
num_cat=0
split_feature=4 3 3 12 4 3 156 11 3 0 0 0 1186 12 159 403 12 52 16 12 3 12 16 16
split_gain=11.2739 4.55782 2.41968 0.899321 0.832579 0.82994 0.656529 0.655369 1.07728 0.512299 0.472346 0.500309 0.407366 0.398661 0.386524 0.260373 0.338927 0.23669 0.228894 0.213687 0.655836 0.207142 0.144962 0.0336138
threshold=0.31392000000000003 -0.06533499999999999 0.28833000000000003 -1.0000000180025095e-35 0.052250000000000012 -0.084014999999999992 0.07881500000000001 1.0000000180025095e-35 -0.13117499999999996 -0.17127999999999996 -0.12851999999999997 -0.079249999999999987 1.0000000180025095e-35 0.098355000000000012 0.095130000000000006 -0.53317999999999988 0.098355000000000012 1.0000000180025095e-35 0.16703000000000004 0.11755500000000001 0.085880000000000012 0.085425000000000015 -0.4193599999999999 0.39813000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 10 7 -2 18 8 -1 -7 -3 -12 15 17 22 -10 -17 -6 19 20 -5 -9 -11 -23
right_child=5 2 -4 6 13 9 -8 21 12 14 11 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 23 -24 -25
leaf_value=0.00090671130233535807 0.0008903684054645145 0.00067715219623549941 0.00043158976053431854 0.0014988414783269942 0.0011234318691554983 0.00076779044740907839 0.0014393178348130029 0.0017520228750810482 0.0011729364117421936 0.00015818648909441722 0.0012297116786949603 0.00086925947241446903 0.0016591974991851418 0.00094688483412158912 0.00061113527881499654 0.0013946194687344841 0.0012350710305840005 0.0013646627465783896 0.00093350032664397768 0.001011890354839926 0.0010571913232183306 0.00142553401085075 0.00040612703246700353 0.0015556158976061329
leaf_weight=56 81 57 65 63 86 58 96 53 76 52 75 98 54 64 63 1192 170 98 58 67 90 52 52 60
leaf_count=56 81 57 65 63 86 58 96 53 76 52 75 98 54 64 63 1192 170 98 58 67 90 52 52 60
internal_value=0 0.00127284 0.00103742 0.00110256 0.00135313 0.000603394 0.00120275 0.00137912 0.00135788 0.000499926 0.000939495 0.00102573 0.00137479 0.00117348 0.000406684 0.00136409 0.00137473 0.00125211 0.00112093 0.00117019 0.00123928 0.00157814 0.000282496 0.00149554
internal_weight=0 2630 669 604 1961 306 374 1713 1548 225 230 173 1492 248 167 1438 1362 184 278 220 153 165 104 112
internal_count=2936 2630 669 604 1961 306 374 1713 1548 225 230 173 1492 248 167 1438 1362 184 278 220 153 165 104 112
is_linear=0
shrinkage=0.0032998


Tree=5586
num_leaves=30
num_cat=0
split_feature=1 52 1 12 3 4 4 1 4 0 0 12 52 52 13 12 3 1 49 133 0 0 12 133 160 130 49 0 13
split_gain=56.104 12.2853 5.33371 5.34271 5.16402 2.50373 2.09529 1.87876 1.60154 1.17347 1.13098 1.20542 1.12599 1.11789 1.0636 0.841089 0.819471 0.790836 0.63913 0.591399 0.576839 0.424734 0.415378 0.34769 0.582738 0.336016 0.21445 0.132605 0.111699
threshold=0.10342000000000001 -0.41694999999999993 0.13601500000000002 0.086085000000000009 -0.063569999999999974 -0.37626499999999991 0.043640000000000005 0.092395000000000019 0.071150000000000005 -0.064179999999999973 -0.09712999999999998 0.082425000000000012 -0.054584999999999995 1.0000000180025095e-35 -0.004409999999999999 -0.079959999999999989 0.10661500000000002 0.085410000000000014 -0.0072349999999999992 0.09117500000000002 -0.11262999999999999 -0.014704999999999998 0.085655000000000023 0.12518000000000004 -0.025879999999999997 0.09832500000000001 0.087800000000000003 -0.088144999999999987 -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 2 2 2 2 2 2
left_child=4 -2 3 14 6 -6 10 9 -5 17 22 -12 -4 26 15 27 -14 20 -16 21 -7 25 -1 24 -21 -13 -8 -3 -25
right_child=1 2 12 8 5 7 13 -9 -10 -11 11 19 16 -15 18 -17 -18 -19 -20 23 -22 -23 -24 28 -26 -27 -28 -29 -30
leaf_value=0.0025096086026131083 0.002030548187702852 0.00069408961826210184 -0.00022144073241707186 0.0017425591277419963 0.0021013264096801797 0.0020421215600065928 0.0012746974914728867 0.0010062492279667486 0.0010008187697260712 0.0011219779688278258 0.0014814619512862977 0.0020227938712791588 3.4721927620730752e-05 0.0019109370347829093 0.001088793542624003 6.5219319783895097e-05 0.00058546518323377968 0.0013590283902944653 0.00061049349919608999 0.0019595738226246048 0.0016187233256571897 0.0023153361364994362 0.0021208331145844707 0.0020425671228401308 0.0014947315893528202 0.0017997826983525568 0.0015596454746086954 0.00046702188994369884 0.0018820005286931164
leaf_weight=55 77 53 59 68 72 66 55 88 60 52 55 962 54 95 54 52 65 60 71 57 78 52 71 81 63 83 66 63 149
leaf_count=55 77 53 59 68 72 66 55 88 60 52 55 962 54 95 54 52 65 60 71 57 78 52 71 81 63 83 66 63 149
internal_value=0 0.00078962 0.000630042 0.00083253 0.00187324 0.00154074 0.00194823 0.0014233 0.00139514 0.00156653 0.00198885 0.00196349 0.000150928 0.00164192 0.000586626 0.000414708 0.000335844 0.00167967 0.000817401 0.00198179 0.00181303 0.00201985 0.00229082 0.00186239 0.00171583 0.00200511 0.00143041 0.000571072 0.0019387
internal_weight=0 676 599 421 2260 416 1844 344 128 256 1628 1502 178 216 293 168 119 204 125 1447 144 1097 126 350 120 1045 121 116 230
internal_count=2936 676 599 421 2260 416 1844 344 128 256 1628 1502 178 216 293 168 119 204 125 1447 144 1097 126 350 120 1045 121 116 230
is_linear=0
shrinkage=0.0032998


Tree=5587
num_leaves=26
num_cat=0
split_feature=2 12 2 2 2 12 16 41 16 457 16 151 2 0 403 0 16 16 1186 2 16 0 12 0 2
split_gain=20.1603 9.98657 4.02202 2.51474 2.28302 1.77317 1.24097 0.985563 0.75606 0.648526 0.761618 0.490967 0.470688 0.446432 0.425069 0.51846 0.384544 0.496988 0.357329 0.307645 0.295408 0.197689 0.1705 0.120107 0.0879079
threshold=0.11891500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.10384 0.15806500000000004 0.096990000000000007 0.10134000000000001 0.075585000000000013 -0.059289999999999995 0.048350000000000011 -0.034884999999999992 -1.0000000180025095e-35 0.13881000000000002 -0.084114999999999981 -0.53317999999999988 -0.11656999999999999 0.052150000000000009 -0.14879499999999998 0.048730000000000002 0.096080000000000013 -0.15190499999999998 -0.078244999999999995 0.10211000000000002 -0.033754999999999993 0.10393500000000001
decision_type=2 2 2 2 2 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 9 6 7 12 14 -1 10 -4 -5 13 -2 -3 -16 17 -7 20 21 -17 -19 -18 -12 -21
right_child=4 5 3 11 -6 16 -8 -9 -10 -11 23 -13 -14 -15 15 18 22 19 -20 24 -22 -23 -24 -25 -26
leaf_value=0.00074505099767922431 0.0009834805535198555 0.0017521494951740824 0.0017025189176339156 0.0010321567815887948 0.00059257600842391438 0.0015541287097679695 0.0015647537919614807 0.0023618432775994198 0.0012223882826574055 0.001533994641467179 0.0022372814807247034 0.0014326795588293926 0.00086045793773125931 0.0014136070297498036 0.0016879973502540635 0.0017976623508192857 0.0017426343725625714 0.0021253501572754485 0.0022921864607074478 0.0016640473972699432 0.0020226885484684013 0.001869464687320686 0.0014934243592942598 0.0020005467318111084 0.0018680134186388531
leaf_weight=70 55 76 91 53 98 55 69 86 76 62 52 94 84 52 54 70 65 76 53 52 1262 65 62 52 52
leaf_count=70 55 76 91 53 98 55 69 86 76 62 52 94 84 52 54 70 65 76 53 52 1262 65 62 52 52
internal_value=0 0.00185841 0.00146379 0.00163356 0.00102251 0.00196541 0.00118443 0.00201597 0.000993769 0.00183078 0.00192496 0.00128851 0.00104685 0.00119284 0.00199631 0.00200918 0.00177579 0.00184109 0.00202168 0.00190537 0.00201089 0.00200764 0.00162125 0.00211925 0.00176637
internal_weight=0 2578 550 404 358 2028 260 1601 146 257 195 147 191 107 1515 1439 427 300 1385 245 1332 141 127 104 104
internal_count=2936 2578 550 404 358 2028 260 1601 146 257 195 147 191 107 1515 1439 427 300 1385 245 1332 141 127 104 104
is_linear=0
shrinkage=0.0032998


Tree=5588
num_leaves=14
num_cat=0
split_feature=106 394 44 3 403 160 42 149 49 12 150 49 0
split_gain=0.445711 0.325697 0.293716 0.334417 0.248736 0.248232 0.214059 0.192035 0.258617 0.201337 0.199827 0.127076 0.188519
threshold=0.085650000000000018 0.0044650000000000011 1.0000000180025095e-35 -0.026279999999999998 -0.54880999999999991 -0.081849999999999992 -0.032499999999999994 0.079475000000000004 -0.079769999999999994 0.098355000000000012 0.084475000000000008 0.016520000000000003 -0.14820499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7 8 10 -10 -6 12 -8
right_child=-2 -3 -4 5 7 6 11 -9 9 -11 -12 -13 -14
leaf_value=-0.003434107749717833 -0.0084866515855361278 0.018817305157101928 0.019208081906556616 0.010643262355613307 -0.0078078308378267342 0.011402160673135523 0.0071755226525760689 0.017742757151185503 0.0087747923536019967 0.0045124188211798305 0.0068055928318847495 -0.0062538863598621671 -0.00091006454949182816
leaf_weight=58 54 64 52 100 54 55 116 53 1535 397 52 71 275
leaf_count=58 54 64 52 100 54 55 116 53 1535 397 52 71 275
internal_value=0 0.00693061 0.00666001 0.00642346 0.00741554 0.00296517 0.00147657 0.00771734 0.00745574 0.00789986 -0.000622033 0.000291069 0.00148413
internal_weight=0 2882 2818 2766 2149 617 517 2091 2038 1932 106 462 391
internal_count=2936 2882 2818 2766 2149 617 517 2091 2038 1932 106 462 391
is_linear=0
shrinkage=0.16829


Tree=5589
num_leaves=19
num_cat=0
split_feature=3 12 9 41 51 3 1186 51 4 4 1 9 1 1 1 403 475 1
split_gain=0.283216 0.244978 0.229061 0.533481 0.34594 0.312892 0.256564 0.22463 0.331855 0.378449 0.214249 0.202893 0.238607 0.580171 0.235729 0.188009 0.198811 0.00817731
threshold=-0.026279999999999998 -0.042789999999999988 0.081505000000000008 0.081500000000000017 0.10218000000000001 -0.079459999999999989 0.048730000000000002 -0.14915499999999998 -0.15366499999999997 -0.019465 0.086165000000000005 -0.0083399999999999985 0.11669000000000002 0.10482000000000001 0.13809000000000002 -0.54880999999999991 0.027870000000000002 0.094425000000000023
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 -6 15 -2 17 -10 -11 -12 13 -13 -14 -3 -17 -9
right_child=7 2 -4 -5 5 -7 -8 8 9 10 11 12 14 -15 -16 16 -18 -19
leaf_value=0.017896607443060222 -0.0068205890383970166 -0.0042720473712196125 0.017134385669785673 -0.0087396945583640105 0.023930588960866223 0.0078895029342764926 0.015392833487488789 0.013829893163053763 -0.011225209950756652 0.010695865536755517 0.010763014384830258 -0.0042512057166865054 -0.011229637811632189 0.014191978122288658 0.0028413166999674217 0.0060304647695567535 -0.0038868128644027737 0.010590448018804365
leaf_weight=52 65 55 53 68 58 86 76 52 56 92 59 110 80 86 58 1718 59 53
leaf_count=52 65 55 53 68 58 86 76 52 56 92 59 110 80 86 58 1718 59 53
internal_value=0 0.00646311 0.00618868 0.00591419 0.00640067 0.014363 0.0057988 0.00260005 0.00355073 0.00186641 0.00338173 0.00166494 5.24139e-05 0.00383205 -0.00530274 0.00539981 0.00570018 0.0122119
internal_weight=0 2225 2173 2120 2052 144 1908 711 646 541 485 393 334 196 138 1832 1777 105
internal_count=2936 2225 2173 2120 2052 144 1908 711 646 541 485 393 334 196 138 1832 1777 105
is_linear=0
shrinkage=0.16829


Tree=5590
num_leaves=24
num_cat=0
split_feature=12 41 48 2 4 1447 160 4 41 2 52 4 4 160 1213 4 4 52 403 52 2 402 157
split_gain=0.560501 0.426359 0.418659 0.519037 0.699001 0.415133 0.276312 0.231413 0.223308 0.188458 0.33979 0.183368 0.182428 0.213795 0.15372 0.149305 0.154177 0.217741 0.148201 0.141999 0.256289 0.107209 0.12108
threshold=0.085075000000000026 0.076195000000000013 0.082705000000000015 0.10523 0.08920500000000002 -0.084914999999999977 0.052555000000000011 0.51326500000000019 0.082560000000000008 0.088005000000000014 0.085635000000000003 0.31392000000000003 -0.048309999999999992 -0.011514999999999999 0.22676500000000002 -0.42305999999999994 -0.049994999999999991 -0.088779999999999984 -0.072664999999999993 -0.07167999999999998 0.090420000000000014 0.085875000000000021 0.11289000000000002
decision_type=2 2 2 2 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 9 -6 11 10 -7 14 -4 -14 15 -2 17 -17 -19 20 -15 22 -18
right_child=8 -3 12 4 7 6 -8 -9 -10 -11 -12 -13 13 19 -16 16 21 18 -20 -21 -22 -23 -24
leaf_value=-0.013558271464319108 0.012203901358466152 0.012196316263028353 0.013318765636051876 -0.025789708678192486 0.0009833080977529802 0.0050864955069270896 0.012820634641002653 -0.012710982971979366 0.015872821215962927 -0.0068426929126365931 -0.0096435009054936099 -0.0038050284696616601 0.012461701723498567 -0.0044230927618626277 0.014423283927070844 -0.0069806217922324118 0.0078768905472548414 0.0067816999110867533 0.0018952763666577053 -0.0039836424559053941 0.010934679937393596 0.0005266983393451952 6.5003324673665544e-05
leaf_weight=53 84 86 58 55 102 247 60 53 58 78 54 61 54 53 54 55 652 309 411 102 73 76 62
leaf_count=53 84 86 58 55 102 247 60 53 58 78 54 61 54 53 54 55 652 309 411 102 73 76 62
internal_value=0 0.000807358 -0.00013089 -0.00248017 -0.00948485 0.000505979 0.00220803 -0.00368767 0.00558279 0.000523198 0.00243794 0.00524344 0.0047144 0.00293834 0.0055686 0.00527755 0.00490463 0.00321364 0.00399486 0.000674926 0.00446041 0.00656125 0.00720106
internal_weight=0 1128 1042 702 210 492 439 155 1822 379 301 1764 340 282 1703 1649 1565 775 720 228 126 790 714
internal_count=2950 1128 1042 702 210 492 439 155 1822 379 301 1764 340 282 1703 1649 1565 775 720 228 126 790 714
is_linear=0
shrinkage=0.16829


Tree=5591
num_leaves=21
num_cat=0
split_feature=4 2 123 2 0 2 15 4 0 2 2 14 0 42 0 42 42 4 130 2
split_gain=22.184 6.95768 4.74945 2.53443 1.75763 1.58453 0.949866 0.948492 1.23259 0.815355 0.584558 0.755078 0.603063 0.573884 0.508382 0.302575 0.739729 0.402457 0.535592 0.280704
threshold=0.31392000000000003 0.14870000000000003 0.081180000000000016 0.099845000000000003 -0.12851999999999997 0.15616000000000005 -0.15300999999999995 -0.46195999999999998 -0.06952499999999999 0.086365000000000011 -0.069044999999999981 -1.0000000180025095e-35 -0.17127999999999996 0.090115000000000015 -0.22480499999999998 0.079335000000000003 0.092010000000000022 -0.47860499999999995 0.015470000000000001 0.11543500000000002
decision_type=2 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 -1 -8 14 -4 -2 -12 -13 -10 -9 17 -17 -6 -19 -18
right_child=5 -3 9 4 15 -7 7 8 13 -11 11 12 -14 -15 -16 16 19 18 -20 -21
leaf_value=0.0018636688321392654 0.0008624638647385613 0.00032862386410818507 0.0004876292520874437 0.00081207901968601763 0.0014727882611906805 -5.8597197745196053e-05 0.0018648533248454744 0.0011754409777751727 0.00096860749333086446 0.0010093971402837087 0.00077551719665862665 0.00053639611587243347 0.00010740021899986294 0.0013674888323413521 0.0015041718976116735 0.0017605231520850847 0.0011131836875227612 0.00097645137480147754 0.0013431617295832415 0.0014441403115132976
leaf_weight=74 57 67 52 90 64 53 68 54 72 89 67 83 63 89 1565 52 56 86 90 59
leaf_count=74 57 67 52 90 64 53 68 54 72 89 67 83 63 89 1565 52 56 86 90 59
internal_value=0 0.00137903 0.0014065 0.00144084 0.00123039 0.000462452 0.00149524 0.00148047 0.00146576 0.000817222 0.000564863 0.000485057 0.000351523 0.00118933 0.00149323 0.00132281 0.0014321 0.00124662 0.00116417 0.00128329
internal_weight=0 2627 2560 2419 497 323 1922 1848 1780 141 270 213 146 161 1619 407 167 240 176 115
internal_count=2950 2627 2560 2419 497 323 1922 1848 1780 141 270 213 146 161 1619 407 167 240 176 115
is_linear=0
shrinkage=0.0032998


Tree=5592
num_leaves=23
num_cat=0
split_feature=4 41 16 481 4 3 123 4 1425 42 481 1452 43 16 43 42 51 51 132 3 16 48
split_gain=0.318663 0.253761 0.233726 0.260464 0.288936 0.435304 0.24927 0.243378 0.258804 0.241566 0.204934 0.204624 0.181714 0.176489 0.159714 0.132927 0.13179 0.21701 0.104252 0.0923404 0.0843034 0.0667452
threshold=0.5567700000000001 0.075585000000000013 -0.080324999999999994 -0.082509999999999986 0.024470000000000002 0.0012800000000000001 0.081180000000000016 -0.0065849999999999997 0.082985000000000017 0.10458000000000002 -0.087759999999999991 0.084825000000000012 -0.077224999999999988 -0.0021749999999999994 -0.064179999999999987 0.0069650000000000016 0.10513500000000002 0.078960000000000016 0.079320000000000015 0.09722500000000002 -0.034884999999999992 0.085485000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 10 7 12 9 8 11 16 -4 -5 -6 14 -9 -14 17 19 20 -1 -3 -19
right_child=-2 18 3 4 5 -7 -8 13 -10 -11 -12 -13 15 -15 -16 -17 -18 21 -20 -21 -22 -23
leaf_value=0.0072829759614210527 -0.0065468015528024337 0.0093264150057095971 0.0015480032429822084 0.0033120103758789128 0.0092976959628262388 -0.014455784334348602 -0.0024298456682819818 0.010912903484577199 0.014942016742041892 0.016138973232023492 -0.012755778087209639 -0.0073098186199066261 0.0038715521680170941 0.015702869622847077 -0.0011410049678103351 -0.0079252142039324975 0.013606563911433908 -0.0055282881600061135 0.0047477209375768247 0.0013081794261501696 0.018834568959237855 0.0027142395664889298
leaf_weight=616 77 56 62 1017 64 60 90 71 52 73 52 54 54 82 55 54 61 56 53 84 52 55
leaf_count=616 77 56 62 1017 64 60 90 71 52 73 52 54 54 82 55 54 61 56 53 84 52 55
internal_value=0 0.00441455 0.00402813 0.00279877 0.00336588 -0.00210946 0.00601831 0.00432161 0.00333978 0.0068248 -0.00496077 0.00277478 0.00218695 0.00961392 0.00563702 -0.0020102 0.006043 0.00547188 0.0109124 0.00656857 0.0139211 -0.00142797
internal_weight=0 2873 2712 1677 1563 232 1035 1331 1123 945 114 1071 172 208 126 108 872 811 161 700 108 111
internal_count=2950 2873 2712 1677 1563 232 1035 1331 1123 945 114 1071 172 208 126 108 872 811 161 700 108 111
is_linear=0
shrinkage=0.16829


Tree=5593
num_leaves=26
num_cat=0
split_feature=1 12 1 4 47 0 3 4 40 0 4 15 4 3 158 133 0 0 43 1 43 3 15 0 4
split_gain=20.9809 7.48751 2.28743 2.02952 1.73301 1.45734 1.14253 0.93463 0.709996 1.2774 0.668376 0.575872 0.590324 0.452553 0.338614 0.315826 0.278007 0.423849 0.250738 0.32539 0.229517 0.169616 0.166239 0.027235 0.000311783
threshold=0.10075500000000003 0.085845000000000019 0.13130500000000003 -0.16236499999999995 0.098205000000000015 0.056895000000000008 0.099330000000000016 -0.085594999999999991 -0.062739999999999976 -0.092134999999999981 0.057200000000000008 -0.19153499999999998 0.043640000000000005 0.11391500000000002 0.078875000000000015 0.081310000000000007 -0.12368999999999998 -0.09712999999999998 -0.0083799999999999986 0.079225000000000004 -0.070914999999999992 -0.010434999999999998 0.084270000000000012 -0.081909999999999997 0.41248000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 10 -2 8 6 7 18 21 13 20 -9 16 -10 15 -14 -13 -18 19 22 -3 -5 -1 -24 -15
right_child=1 2 -4 4 -6 -7 -8 11 9 -11 -12 12 14 24 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26
leaf_value=0.0019410400796002669 0.0012941153342585837 0.0018394969437719396 0.0007829860877519955 0.00087010014615189555 0.0011161265209156 0.0011468465495859702 0.0011157139324539777 0.0018790445825759162 0.00036543312946493673 0.00012964055884243119 0.0012879885121509763 0.0013929889713217942 0.0012135097184651251 0.00071525474600308864 0.0016005188109707703 0.0014893171466934109 0.0018962133538397588 0.0015885836953189413 0.00191154992997571 0.0014835789800431889 0.001555357747657302 0.00060794386921581164 0.0016412534290157813 0.0017666758923206036 0.00076121217175533884
leaf_weight=52 54 52 58 59 64 84 54 66 54 96 85 77 101 52 80 86 52 1273 99 55 86 52 52 54 53
leaf_count=52 54 52 58 59 64 84 54 66 54 96 85 77 101 52 80 86 52 1273 99 55 86 52 52 54 53
internal_value=0 0.000939443 0.00136802 0.00069055 0.000614672 0.00157455 0.00159164 0.00160417 0.000526889 0.000430675 0.00152002 0.00157409 0.00156201 0.00061221 0.00141857 0.00134054 0.0015893 0.00160068 0.00177135 0.00170602 0.00166268 0.000747606 0.00178323 0.00170548 0.000738788
internal_weight=0 765 281 484 430 2185 2101 2047 366 255 223 1735 1669 159 267 187 1402 1325 312 213 138 111 158 106 105
internal_count=2950 765 281 484 430 2185 2101 2047 366 255 223 1735 1669 159 267 187 1402 1325 312 213 138 111 158 106 105
is_linear=0
shrinkage=0.0032998


Tree=5594
num_leaves=30
num_cat=0
split_feature=1 12 2 2 4 4 12 2 11 52 4 2 13 51 1 16 2 133 4 13 15 4 13 13 4 1 16 15 13
split_gain=21.9633 6.20146 3.79122 2.4309 1.65391 1.58119 0.923433 0.866341 0.588564 0.5665 0.542415 0.501449 0.579868 0.447896 0.793253 0.54597 0.405767 0.384925 0.343988 0.329144 0.287191 0.285967 0.269415 0.266312 0.242371 0.23924 0.20736 0.182833 0.158784
threshold=0.10075500000000003 0.085845000000000019 0.11504500000000002 0.16002500000000003 -0.14994999999999997 0.043640000000000005 0.099980000000000013 0.11152000000000002 1.0000000180025095e-35 0.0030150000000000008 -0.051789999999999996 -1.0000000180025095e-35 -0.043279999999999992 0.078960000000000016 0.086165000000000005 -0.080324999999999994 0.10859000000000001 0.081310000000000007 -0.0083149999999999977 0.0035100000000000005 -0.091664999999999983 -0.4950449999999999 -0.0079349999999999993 -0.39817499999999995 0.00059000000000000014 0.11507500000000002 -0.46591499999999991 -0.07990499999999999 -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 2 2
left_child=5 3 6 4 -2 7 28 8 13 17 -9 -6 23 15 27 19 -14 20 21 22 -7 -17 -1 -13 -20 -18 -11 -15 -3
right_child=1 2 -4 -5 11 9 -8 10 -10 26 -12 12 16 14 -16 18 25 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0017538977012471263 0.0013692780080710987 0.0018875806756563269 0.00065242440957670022 0.00011203624806922733 0.00052598114147966123 0.0013050785404866503 0.001308406354520214 0.0011206885172317322 0.0019058501540178308 0.0017127394690483815 0.0015837405111994761 0.00077829219611103354 0.0011403096705009375 0.0017525750503678064 0.0011468615998192462 0.001818315973668726 0.00065814019754412948 0.0014514202147848172 0.00181579696776475 0.0015559928444751909 0.00096187333315211573 0.00156931569414845 0.0019788681213465343 0.00044645573132584402 0.0015799909454087154 0.00096971757537480698 0.0014205971503597928 0.0015157530232139311 0.0016390124943380445
leaf_weight=312 52 53 66 61 91 56 93 55 100 55 57 55 63 66 53 56 58 73 147 76 53 733 75 52 75 52 56 87 69
leaf_count=312 52 53 66 61 91 56 93 55 100 55 57 55 63 66 53 56 58 73 147 76 53 733 75 52 75 52 56 87 69
internal_value=0 0.000955062 0.00134513 0.000728525 0.000817345 0.00160487 0.00155761 0.0016399 0.0016577 0.00137854 0.00135666 0.00073989 0.000809284 0.00164291 0.00149706 0.00166327 0.000927789 0.00126422 0.00161984 0.00175801 0.00113852 0.00158703 0.00179759 0.000617355 0.00173629 0.000805752 0.00156567 0.00161814 0.00174729
internal_weight=0 765 281 484 423 2185 215 1892 1780 293 112 371 280 1680 206 1474 173 182 1011 463 109 789 387 107 222 110 111 153 122
internal_count=2950 765 281 484 423 2185 215 1892 1780 293 112 371 280 1680 206 1474 173 182 1011 463 109 789 387 107 222 110 111 153 122
is_linear=0
shrinkage=0.0032998


Tree=5595
num_leaves=21
num_cat=0
split_feature=15 2 13 123 14 16 52 457 43 48 52 14 16 2 15 16 52 15 16 15
split_gain=14.8309 8.17725 3.08361 2.53809 1.28953 1.25686 0.888958 0.813396 0.885964 0.666507 0.630372 0.688389 0.667329 0.395734 0.385555 0.534475 0.279929 0.24993 0.164207 0.0725883
threshold=-0.26361999999999991 0.10859000000000001 -0.27740999999999993 1.0000000180025095e-35 0.073890000000000011 0.31497000000000003 0.042815000000000006 0.083585000000000007 -0.00088499999999999983 0.093225000000000016 0.12371000000000001 -0.40567999999999999 -0.43708999999999992 0.081315000000000012 -0.18498499999999998 -0.15105999999999997 -0.5602649999999999 -0.063834999999999989 -0.066844999999999988 -0.065419999999999992
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 7 6 9 14 -9 -4 11 -1 -13 -5 -2 19 -17 -7 -8 -16
right_child=1 2 5 13 -6 17 18 8 -10 -11 -12 12 -14 -15 15 16 -18 -19 -20 -21
leaf_value=0.00093727551565527055 0.00202678655629267 0.00066785897648471558 0.0012749863517387179 0.0010557871515316153 0.0021311648305890204 0.0018341527665728726 0.0016181706257359276 0.0017305224773725395 0.001188017663771196 0.00084101206294522469 0.0010977463088835228 0.00078867161963853906 0.00026596389995504449 0.0014546209838048019 0.0016369417284768904 0.0019974374279722253 0.001755510123449384 0.0015177709552221333 0.001350926656465805 0.0014771786681589091
leaf_weight=73 57 82 93 59 96 53 53 74 60 67 54 52 55 52 65 56 1687 61 53 77
leaf_count=73 57 82 93 59 96 53 53 74 60 67 54 52 55 52 65 56 1687 61 53 77
internal_value=0 0.00164967 0.00124903 0.00173073 0.00175564 0.00137435 0.00124958 0.00173826 0.00148787 0.00109348 0.000783949 0.000689614 0.000520319 0.00124295 0.00175552 0.0017473 0.0017633 0.00166517 0.00148488 0.00155056
internal_weight=0 2745 462 2283 2172 380 266 2076 134 160 234 180 107 111 1942 1885 1743 114 106 142
internal_count=2979 2745 462 2283 2172 380 266 2076 134 160 234 180 107 111 1942 1885 1743 114 106 142
is_linear=0
shrinkage=0.0032998


Tree=5596
num_leaves=27
num_cat=0
split_feature=1 4 151 16 1210 12 0 42 1 4 3 0 49 2 16 1 4 3 151 1 16 1 1 1 16 0
split_gain=0.488486 0.28908 0.327102 0.305097 0.249008 0.260935 0.244856 0.191117 0.173665 0.324199 0.631033 0.44066 0.273086 0.272051 0.183853 0.176928 0.458715 0.324008 0.260419 0.161491 0.130615 0.100255 0.366501 0.19347 0.160898 0.0857833
threshold=0.13707500000000003 0.0049450000000000006 -0.063719999999999985 -0.5152199999999999 -0.080804999999999974 0.088185000000000013 -0.040094999999999992 -0.088249999999999981 0.087960000000000024 -0.49010499999999996 -0.010434999999999998 -0.095724999999999991 -0.088164999999999979 0.082925000000000013 -0.097179999999999975 0.092395000000000019 -0.008454999999999999 -0.07718499999999999 -0.064244999999999983 0.090485000000000024 -0.40430999999999989 0.11680000000000001 0.10398500000000001 0.12448500000000001 -1.0000000180025095e-35 -0.12368999999999998
decision_type=2 2 2 2 2 2 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 -1 20 -5 9 -6 11 14 -10 -13 -11 17 18 19 -17 -14 -2 22 24 -23 -9 -3
right_child=6 2 3 7 8 -7 -8 21 12 10 -12 13 15 -15 -16 16 -18 -19 -20 -21 -22 23 -24 -25 -26 -27
leaf_value=0.010025324429385425 -0.0014863519022132222 -0.0072301736444319578 0.017601855312182935 -0.0032251932730774455 0.020755174809323391 -0.0063724349052923781 -0.0081691088535551758 0.0059331950890139764 0.023530229726055486 0.012185796494125911 -0.0092136241755548 -0.00039841956927327854 0.015503990393822394 0.0086806930266920268 0.025400604224819393 0.021509056659982137 -0.0047365748951411343 0.025973436472354717 0.0091370990563689955 0.0036382005086282527 0.01024843043029065 0.017926907844787093 -0.0051825283271934221 0.0037383624900322143 0.015166263028204919 0.00199599121225876
leaf_weight=53 53 60 68 61 60 57 74 244 54 63 57 103 81 972 58 59 59 56 271 55 54 58 74 52 69 54
leaf_count=53 53 60 68 61 60 57 74 244 54 63 57 103 81 972 58 59 59 56 271 55 54 58 74 52 69 54
internal_value=0 0.0082944 0.00543591 0.00694665 0.00932136 0.00151197 -0.000717544 0.00564495 0.00976142 0.00865154 0.00807052 0.00889576 0.0120535 0.00780912 0.018535 0.0109837 0.00890933 0.0151772 0.0113545 0.0107185 0.00441908 0.00673725 0.00545391 0.0112359 0.00797434 -0.00284413
internal_weight=0 2798 740 626 2058 110 181 558 1948 1313 1253 1196 635 1075 121 581 389 192 330 136 107 497 387 110 313 114
internal_count=2979 2798 740 626 2058 110 181 558 1948 1313 1253 1196 635 1075 121 581 389 192 330 136 107 497 387 110 313 114
is_linear=0
shrinkage=0.16829


Tree=5597
num_leaves=15
num_cat=0
split_feature=2 0 2 147 1375 391 16 9 16 0 2 16 2 2
split_gain=0.288633 0.157498 0.170924 0.17082 0.172975 0.147091 0.146791 0.233356 0.214691 0.204642 0.132813 0.112564 0.0956786 0.0703301
threshold=0.13631000000000001 -0.22745499999999999 0.090990000000000015 0.090795000000000015 -0.095554999999999987 -1.0000000180025095e-35 -0.16956499999999999 0.037245000000000007 -0.49353499999999995 -0.14164999999999997 0.096080000000000013 -0.116045 0.076510000000000009 0.16002500000000003
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 9 10 -8 -7 -2 -10 -13
right_child=11 3 -4 -5 5 6 7 -9 12 -11 -12 13 -14 -15
leaf_value=0.0083515451254054969 0.0048836123769827652 0.016441939234880392 -0.0043430060185796551 0.016761945948757406 0.015588655230782513 0.012976431808660642 0.013312228516389926 0.017352982282315754 -0.0062903823435732547 0.0063567814571648873 0.0023724769718738103 0.00061574053775260854 0.0022743744109416978 -0.0074860657915885968
leaf_weight=52 97 54 71 52 53 70 128 61 64 2001 65 72 87 52
leaf_count=52 97 54 71 52 53 70 128 61 64 2001 65 72 87 52
internal_value=0 0.00691242 0.00100919 0.0071873 0.00699385 0.0067914 0.00660236 0.00707124 0.00300575 0.0067758 0.00788413 0.000582662 -0.00134382 -0.0027673
internal_weight=0 2758 123 2635 2583 2529 2476 2190 286 2129 135 221 151 124
internal_count=2979 2758 123 2635 2583 2529 2476 2190 286 2129 135 221 151 124
is_linear=0
shrinkage=0.16829


Tree=5598
num_leaves=22
num_cat=0
split_feature=4 123 13 11 0 0 4 0 0 15 11 4 4 4 4 151 0 0 0 13 4
split_gain=20.9461 4.74435 2.91164 1.3915 1.20319 1.4156 1.21164 1.78731 0.860254 1.41697 0.830544 0.708118 0.915459 0.505891 0.349057 0.256382 0.255266 0.240482 0.235971 0.233895 0.0621903
threshold=0.31392000000000003 1.0000000180025095e-35 -0.16392499999999996 1.0000000180025095e-35 -0.073104999999999989 -0.10298499999999998 -0.4950449999999999 -0.028049999999999995 -0.105195 -0.42075999999999997 0.086175000000000015 0.057200000000000008 -0.019794999999999997 0.015030000000000002 0.51326500000000019 -1.0000000180025095e-35 -0.095724999999999991 -0.06612999999999998 -0.11825999999999999 -0.065539999999999987 0.064860000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 11 -6 19 15 14 -5 12 -4 16 -10 -2 -7 -3 -13 -8 -15
right_child=8 17 3 10 6 13 7 -9 9 -11 -12 18 -14 20 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00090275968319802934 0.00055004269725924301 0.00097218070964745495 0.0014788359949779771 0.0019995850238497333 0.0017420832445478351 0.0017688428533131908 0.0014627228750463247 0.00079268425540715321 0.00078587315488623836 -1.7815226226079558e-05 0.0015323371458764745 0.0016243713767025206 0.00093404307790160136 0.0012593943866204152 0.00043377549960255601 0.00084967705781019236 0.0015477501726325253 0.00070635890312157777 0.0013207270112388263 0.0012868510365534455 0.0014165458510646367
leaf_weight=100 52 91 52 85 64 62 132 76 55 63 83 57 97 64 71 81 1267 65 59 242 61
leaf_count=100 52 91 52 85 64 62 132 76 55 63 83 57 97 64 71 81 1267 65 59 242 61
internal_value=0 0.00142051 0.00145536 0.00147836 0.00145648 0.00149851 0.00131584 0.00125514 0.000529178 0.000385708 0.00176895 0.00127592 0.00112441 0.00153905 0.000587749 0.000732792 0.00155809 0.000861647 0.00147024 0.00134902 0.00133637
internal_weight=0 2657 2501 2401 2233 1719 514 450 322 189 168 265 149 1454 126 133 1329 156 116 374 125
internal_count=2979 2657 2501 2401 2233 1719 514 450 322 189 168 265 149 1454 126 133 1329 156 116 374 125
is_linear=0
shrinkage=0.0032998


Tree=5599
num_leaves=28
num_cat=0
split_feature=1 3 1 3 0 3 123 11 3 48 475 150 3 0 3 0 1 133 133 1 0 133 43 475 475 3 1
split_gain=9.76234 2.19348 1.74492 0.713763 0.642115 0.491749 0.431184 0.414406 0.413961 0.40523 0.498461 0.370327 0.676401 0.336053 0.315953 0.493346 0.287631 0.173003 0.485908 0.137815 0.135208 0.144326 0.142046 0.135043 0.196245 0.0761469 0.0610207
threshold=0.12419000000000001 -0.044539999999999989 0.10152500000000002 0.28833000000000003 -0.073104999999999989 -0.23394499999999999 0.092515000000000014 1.0000000180025095e-35 -0.15624499999999999 0.090935000000000016 -0.028044999999999997 1.0000000180025095e-35 0.0025650000000000004 -0.10462499999999998 -0.092109999999999984 -0.0058249999999999994 1.0000000180025095e-35 0.093675000000000022 0.12599500000000005 0.13662500000000002 -0.067434999999999981 0.096205000000000013 -0.064539999999999986 -0.08644499999999998 -0.0029899999999999996 0.081495000000000012 0.084370000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 6 7 -6 19 13 -9 10 -3 12 -4 -1 15 -7 -12 23 -19 -2 21 -16 -22 -15 -25 -18 -20
right_child=3 2 11 -5 5 14 -8 8 -10 -11 16 -13 -14 17 20 -17 25 18 26 -21 22 -23 -24 24 -26 -27 -28
leaf_value=0.00083308472286084409 0.00063567281553293003 0.0006788718441015681 0.00039467337907255813 8.5386269670345298e-05 0.0011150412755678554 0.0004808179580733093 0.00017741865245412473 0.0010029464252172438 0.0013903555709684429 0.00066489451690856832 0.00090365223481570899 0.0003913876738478139 0.00088038336085950796 0.00088577633209866564 0.00095255888507133637 0.00092730133239377164 0.0012369669786839938 0.00075656258733866253 0.001012040112563376 0.00042867802870813704 0.0010811212837995602 0.00072344383613409809 0.00088176606014832488 0.0011685829206148203 0.0010393754445856206 0.0010678722747913094 0.0011556324635267204
leaf_weight=101 68 52 57 96 93 57 53 55 69 57 99 98 70 55 54 52 57 90 103 76 71 73 95 154 947 72 55
leaf_count=101 68 52 57 96 93 57 53 55 69 57 99 98 70 55 54 52 57 90 103 76 71 73 95 154 947 72 55
internal_value=0 0.000953665 0.000770074 0.000319151 0.00100223 0.000897603 0.000432888 0.001034 0.00121881 0.000920465 0.000972366 0.000544665 0.000662665 0.00101875 0.000847212 0.000694142 0.00103915 0.00103208 0.000951456 0.00052667 0.000904036 0.00082114 0.000967245 0.00104934 0.00105748 0.00114286 0.00106225
internal_weight=0 2686 562 293 2124 495 197 1629 124 337 280 225 127 1505 402 109 228 1404 248 144 293 127 166 1156 1101 129 158
internal_count=2979 2686 562 293 2124 495 197 1629 124 337 280 225 127 1505 402 109 228 1404 248 144 293 127 166 1156 1101 129 158
is_linear=0
shrinkage=0.0032998


Tree=5600
num_leaves=12
num_cat=0
split_feature=3 49 14 41 49 1447 156 51 2 49 49
split_gain=0.336656 0.272758 0.260585 0.358594 0.274933 0.23437 0.21327 0.219459 0.155019 0.118857 0.215354
threshold=0.31351000000000001 0.17351000000000003 0.073890000000000011 0.077915000000000012 0.096960000000000005 -0.086254999999999984 0.11538000000000002 -0.088439999999999977 0.093470000000000011 0.11151500000000002 0.12372500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -6 -10 -11
right_child=-2 -3 -4 -5 8 6 -8 -9 9 10 -12
leaf_value=0.014902112153151381 -0.0032726938294651425 0.01775297936585065 0.014987656206600853 -0.0040748529337978606 -0.0055017926974245852 0.00099246236923607655 0.014087093157302577 0.0067600226908806904 -0.0020923622947431543 0.014992179693029798 0.00062175081812196472
leaf_weight=100 103 60 94 97 72 208 102 1904 65 52 69
leaf_count=100 103 60 94 97 72 208 102 1904 65 52 69
internal_value=0 0.00651113 0.00626636 0.00595853 0.00633762 0.00691876 0.00655736 0.00619286 0.00111847 0.00369081 0.00681232
internal_weight=0 2823 2763 2669 2572 2314 2214 2112 258 186 121
internal_count=2926 2823 2763 2669 2572 2314 2214 2112 258 186 121
is_linear=0
shrinkage=0.16829


Tree=5601
num_leaves=34
num_cat=0
split_feature=1 1 12 2 3 1 16 15 12 1 16 3 12 16 2 16 15 11 16 3 12 15 1212 402 133 16 2 16 12 3 133 1 16
split_gain=26.2334 5.73865 3.12865 1.99118 1.63703 1.37863 1.00122 0.926166 0.887313 0.74413 0.452934 0.423313 0.423853 0.365041 0.514189 0.459587 1.32463 0.280577 0.296668 0.405813 0.289545 0.238245 0.218591 0.257916 0.212329 0.160899 0.142989 0.12894 0.15727 0.119291 0.0960256 0.0976678 0.0890165
threshold=0.10075500000000003 0.13276500000000002 1.0000000180025095e-35 0.090485000000000024 0.31395500000000004 0.088395000000000015 -0.27157999999999993 -0.095244999999999982 0.096315000000000026 0.090540000000000023 -0.080004999999999979 0.085880000000000012 -0.082654999999999992 -0.45743999999999996 0.099345000000000017 -0.0087049999999999992 -0.037394999999999991 1.0000000180025095e-35 0.0015850000000000003 0.0035100000000000005 0.085325000000000012 -0.044884999999999994 0.090175000000000019 0.026870000000000002 -0.05763999999999999 -0.39761999999999992 0.08598500000000002 -0.082469999999999974 0.088105000000000003 -0.077054999999999985 0.087225000000000011 0.093245000000000008 -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 2 2 2 2 2 2 2 2
left_child=3 2 11 9 6 13 -3 -4 -9 17 -11 12 32 -5 24 21 29 18 19 22 -20 -16 23 -1 -15 -13 -24 -26 -29 -17 31 -12 -2
right_child=1 4 7 5 -6 -7 -8 8 -10 10 30 25 -14 14 15 16 -18 -19 20 -21 -22 -23 26 -25 27 -27 -28 28 -30 -31 -32 -33 -34
leaf_value=0.0016775932657000048 0.00071082689449187273 0.0002995654255656435 0.00092277246373090695 0.001724847696526987 -1.48200938224887e-05 0.0010589072663133099 0.00086714946515355673 0.0016994030961064498 0.0012231497636853528 0.0011873754645201138 0.0015051695757917042 0.0007949846125963945 0.00044694661617036678 0.0013490120625303862 0.001344347354456937 0.0015670919446373142 0.00085361285778970094 0.0018776536050557333 0.0016765812071546297 0.0013955532951602659 0.001343046855175907 0.0016285048237146254 0.0014211591124767518 0.0018222074828657397 0.0014398743193271828 0.0010376525467495541 0.0016730894038560239 0.0017568081191690823 0.0015592438402236709 0.001341176134225912 0.0014216578685963862 0.0017015036019928371 0.00090329107599823729
leaf_weight=619 58 66 52 61 75 98 70 75 101 52 67 52 55 55 61 57 62 68 54 55 64 74 53 181 63 76 52 65 167 53 56 56 53
leaf_count=619 58 66 52 61 75 98 70 75 101 52 67 52 55 55 61 57 62 68 54 55 64 74 53 181 63 76 52 65 167 53 56 56 53
internal_value=0 0.000835614 0.00102128 0.00155681 0.000376115 0.0014273 0.000591963 0.00131161 0.0014263 0.00163353 0.00146144 0.000796007 0.000685271 0.00147754 0.00145452 0.001355 0.0012407 0.00166819 0.00165494 0.00167445 0.00149598 0.00150037 0.00169136 0.00171036 0.00154171 0.000939344 0.00154626 0.00157752 0.00161475 0.00145856 0.00154086 0.00159484 0.000803042
internal_weight=0 733 522 2193 211 816 136 228 176 1377 231 294 166 718 657 307 172 1146 1078 960 118 135 905 800 350 128 105 295 232 110 179 123 111
internal_count=2926 733 522 2193 211 816 136 228 176 1377 231 294 166 718 657 307 172 1146 1078 960 118 135 905 800 350 128 105 295 232 110 179 123 111
is_linear=0
shrinkage=0.0032998


Tree=5602
num_leaves=18
num_cat=0
split_feature=10 16 49 16 1375 3 4 4 13 159 481 15 2 52 3 15 15
split_gain=0.33604 0.368457 0.251068 0.223429 0.456598 0.384943 0.216893 0.238007 0.205213 0.378348 0.271367 0.190072 0.185506 0.177267 0.266659 0.169597 0.128773
threshold=-0.00189 -0.071704999999999991 -0.15532499999999996 -0.044939999999999987 -0.080214999999999995 -0.15105999999999997 0.41464000000000006 0.27020000000000005 -0.085234999999999991 0.014225000000000003 -0.084514999999999993 0.10189000000000002 0.089545000000000013 0.51074000000000008 0.076825000000000018 -0.011244999999999998 -0.45371999999999996
decision_type=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 7 11 9 15 -10 12 -7 14 -12 -6 -8
right_child=2 -3 3 4 8 6 16 -9 10 -11 13 -13 -14 -15 -16 -17 -18
leaf_value=-0.0086491380606415653 0.016889143356649067 0.0071282484254885682 -0.0043881183610300625 -0.010430733263884221 0.0098542768073393121 0.0093060159451131847 0.0097789275595463535 -0.0017615559435429605 -0.0068205162098902688 -9.3024745676140093e-05 0.0045209378889579776 0.01678041317736435 0.0047419292709959876 -0.0043788869501305379 0.013669526772409932 0.021447510973995953 0.021227763446257552
leaf_weight=88 66 80 70 54 83 758 57 70 58 70 744 71 381 53 103 64 56
leaf_count=88 66 80 70 54 83 758 57 70 58 70 744 71 381 53 103 64 56
internal_value=0 -0.0011254 0.006618 0.00636551 0.00468905 0.0077726 0.00838498 0.00775823 0.00538545 0.0100647 0.00432367 0.00831044 0.00778089 0.00504384 0.00563558 0.0149139 0.0154686
internal_weight=0 168 2758 2692 1229 1463 1393 1280 1175 217 958 1210 1139 900 847 147 113
internal_count=2926 168 2758 2692 1229 1463 1393 1280 1175 217 958 1210 1139 900 847 147 113
is_linear=0
shrinkage=0.16829


Tree=5603
num_leaves=26
num_cat=0
split_feature=48 13 131 43 0 11 0 4 13 52 16 131 0 129 13 484 48 52 52 13 480 51 48 52 52
split_gain=0.209656 0.362887 0.187156 0.215188 0.468084 0.2666 0.249849 0.790068 0.203189 0.307417 0.188381 0.291164 0.184606 0.228509 0.269172 0.196174 0.18847 0.179769 0.17746 0.166003 0.1464 0.137438 0.133086 0.103541 0.0335276
threshold=0.10255000000000002 -0.08971999999999998 0.09172000000000001 -0.036849999999999994 0.10923000000000001 1.0000000180025095e-35 -0.047019999999999999 -0.22295999999999996 -0.0066549999999999986 -0.010394999999999998 0.058455000000000007 0.088815000000000019 -0.086554999999999979 0.086720000000000005 -0.0083299999999999989 -0.042224999999999992 -1.0000000180025095e-35 0.087435000000000013 -0.45635499999999996 0.085955000000000018 0.08572500000000001 0.077730000000000007 0.11362000000000001 -0.091329999999999981 -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 3 4 10 6 12 -8 9 -4 11 20 15 14 -14 -5 -17 -11 -12 -7 21 -1 -3 -20 -24
right_child=1 22 8 5 -6 19 7 -9 -10 17 18 -13 13 -15 -16 16 -18 -19 23 -21 -22 -23 24 -25 -26
leaf_value=0.0044126794441333994 -0.012150606761001962 -0.002291704325599601 0.0027044379551200799 -0.005492540603609237 -0.011696779782966777 0.020365670622946929 0.0086103102437397917 -0.017443963711847206 0.0025745728358098521 0.023204628870150221 0.0052587742972607333 -0.0058211092850445623 0.0077649650083918744 -0.0006724269016486809 0.017120686659388575 -0.0029063694622252618 0.0067930725400947795 0.011317651504654379 -0.0098522765540764046 0.0081435812544165855 0.013182989999667653 0.011394690999398025 0.010632511323108071 5.6156694660040308e-05 0.0045605579725069229
leaf_weight=585 52 61 66 52 56 59 90 52 86 65 89 62 366 64 115 66 394 83 57 69 76 93 52 62 54
leaf_count=585 52 61 66 52 56 59 90 52 86 65 89 62 366 64 115 66 394 83 57 69 76 93 52 62 54
internal_value=0 0.000117528 0.00553948 0.00504388 0.0032767 0.00648077 0.00569884 -0.00091804 0.00950987 0.0122886 0.00409731 0.0052499 0.00658946 0.0087483 0.0100055 0.00428798 0.00539751 0.0165504 -0.00041574 0.0137912 0.00616263 0.00537304 0.0039483 -0.0046748 0.0075562
internal_weight=0 219 2707 2407 1080 1327 1199 142 300 214 1024 816 1057 545 481 512 460 148 208 128 754 678 167 119 106
internal_count=2926 219 2707 2407 1080 1327 1199 142 300 214 1024 816 1057 545 481 512 460 148 208 128 754 678 167 119 106
is_linear=0
shrinkage=0.16829


Tree=5604
num_leaves=13
num_cat=0
split_feature=40 482 49 4 457 124 9 147 150 52 4 1446
split_gain=0.272262 0.216994 0.176867 0.194578 0.334014 0.253509 0.253109 0.255584 0.230287 0.341192 0.159585 0.152428
threshold=1.0000000180025095e-35 0.099240000000000009 0.17351000000000003 0.24814500000000003 0.11129500000000002 -1.0000000180025095e-35 0.037245000000000007 0.087785000000000016 0.097540000000000016 0.042815000000000006 0.48395000000000005 0.11124000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 7 11 9 10 -7 -1
right_child=-2 -3 -4 5 -6 8 -8 -9 -10 -11 -12 -13
leaf_value=0.0045465758084379162 -0.0049925494018730901 0.01238776826194206 0.013827666520465468 0.0089914460384104191 -0.0085845811768541728 -0.01774038016814659 0.015905349095911021 0.015211867349610619 0.007141677741470339 0.0037492946580025325 -0.0052214020360202215 -0.0046582443824403873
leaf_weight=2141 87 97 54 72 53 52 58 63 56 75 66 52
leaf_count=2141 87 97 54 72 53 52 58 63 56 75 66 52
internal_value=0 0.00455547 0.00427774 0.00408522 0.00461253 0.000191286 0.00491558 0.00463224 -0.00234612 -0.00510837 -0.0107535 0.00432749
internal_weight=0 2839 2742 2688 2367 321 2314 2256 249 193 118 2193
internal_count=2926 2839 2742 2688 2367 321 2314 2256 249 193 118 2193
is_linear=0
shrinkage=0.16829


Tree=5605
num_leaves=19
num_cat=0
split_feature=1 133 49 151 49 49 43 2 0 0 15 1 0 2 2 159 1209 401
split_gain=0.409677 0.326678 0.313259 0.517187 0.406952 0.420511 0.347769 0.341019 0.283464 0.237921 0.212964 0.245582 0.38106 0.270354 0.200377 0.13366 0.111478 0.11391
threshold=0.085780000000000009 -0.24159999999999995 -0.079769999999999994 -0.084129999999999996 -0.052284999999999991 -0.014989999999999998 0.065040000000000014 0.11523000000000001 -0.15530999999999998 -0.07106999999999998 0.10028500000000001 0.081540000000000015 0.040570000000000002 0.083185000000000023 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088775000000000007 0.10531500000000001
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 -3 -4 -6 7 14 -1 -9 11 12 13 -10 -7 -12 17 -15
right_child=1 2 4 -5 5 6 -8 9 10 -11 15 -13 -14 16 -16 -17 -18 -19
leaf_value=0.017572586924406552 0.013702029730805939 -0.019208307246439803 0.015301585364194379 0.0014420393328913894 -0.010593751124528093 -0.0012486961836806136 -0.011029401759367828 0.0014432896876520195 -0.0055929540870496945 -0.011073992607155187 0.0060168207109162451 0.01695606791575326 -0.0076485471453130041 0.0073973430760119942 0.0061204103567295658 -0.0042680608801006804 4.2871834374364618e-06 -0.00041333334098865267
leaf_weight=56 62 54 63 94 77 127 52 111 53 70 56 56 59 1139 580 99 68 55
leaf_count=56 62 54 63 94 77 127 52 111 53 70 56 56 59 1139 580 99 68 55
internal_value=0 0.00178067 0.00117731 -0.00608041 0.00217355 0.00135855 0.00233953 0.00312442 0.00579126 -0.00338772 0.00537387 0.00601621 0.00556903 0.00616343 0.00479414 -0.000540642 0.00665858 0.00703605
internal_weight=0 1290 1228 148 1080 1017 940 888 1641 181 1585 1430 1374 1315 707 155 1262 1194
internal_count=2931 1290 1228 148 1080 1017 940 888 1641 181 1585 1430 1374 1315 707 155 1262 1194
is_linear=0
shrinkage=0.16829


Tree=5606
num_leaves=19
num_cat=0
split_feature=49 15 2 51 0 9 2 0 0 1186 0 14 51 51 2 2 49 49
split_gain=0.309887 0.253599 0.357012 0.210876 0.203962 0.179702 0.180834 0.273863 0.239371 0.146755 0.143095 0.12854 0.124575 0.142158 0.216468 0.138074 0.157471 0.11206
threshold=-0.14305499999999996 -0.2987999999999999 0.13966500000000001 -0.085594999999999991 -0.23089999999999997 0.083710000000000021 0.10523 0.051660000000000005 0.10923000000000001 0.054365000000000004 -0.057749999999999989 -1.0000000180025095e-35 -0.091149999999999981 -0.13795499999999997 0.088755000000000014 0.092385000000000009 0.11447000000000002 -0.23648999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 11 12 -5 6 8 10 9 -6 -8 -2 13 15 -15 -3 -17 -1
right_child=1 3 -4 4 5 -7 7 -9 -10 -11 -12 -13 -14 14 -16 16 -18 -19
leaf_value=0.00050173243311174998 0.0083048521228811269 0.014103143738376445 -0.01328790065004791 0.013209473798329664 0.003563045302195499 -0.005593702834087646 8.0718518040988682e-05 -0.010799376631134713 0.015352276792794476 0.012263214803134347 0.0093010702038668642 -0.0016248501357675122 0.015473570900158468 -0.0058355216790731039 0.0093025644211193418 0.0010835967626709935 0.012798134957600384 -0.0099678210032014027
leaf_weight=53 61 90 57 60 1647 63 220 56 53 57 61 93 52 55 52 85 53 63
leaf_count=53 61 90 57 60 1647 63 220 56 53 57 61 93 52 55 52 85 53 63
internal_value=0 0.0037007 -0.00190486 0.00415561 0.00352139 0.00325107 0.00351803 -4.76219e-05 0.00420296 0.00385513 0.00208868 0.00229668 0.0077842 0.00658526 0.00150451 0.00896177 0.00559568 -0.00516883
internal_weight=0 2815 211 2604 2217 2157 2094 337 1757 1704 281 154 387 335 107 228 138 116
internal_count=2931 2815 211 2604 2217 2157 2094 337 1757 1704 281 154 387 335 107 228 138 116
is_linear=0
shrinkage=0.16829


Tree=5607
num_leaves=15
num_cat=0
split_feature=40 49 13 13 133 1446 1212 12 148 1186 1212 2 133 42
split_gain=0.305389 0.265742 0.200819 0.234269 0.353791 0.296442 0.239766 0.223658 0.21435 0.158233 0.184807 0.0960625 0.127553 0.0846297
threshold=-0.08416499999999999 -0.014989999999999998 0.27139000000000008 0.011265000000000002 -0.0081099999999999974 0.11124000000000002 0.12218000000000002 0.085905000000000023 -0.081759999999999985 0.069705000000000003 0.092360000000000012 0.09141500000000001 0.048535000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 8 -6 -2 10 -10 12 -9 -13
right_child=2 -3 -4 4 7 -7 -8 11 9 -11 -12 13 -14 -15
leaf_value=-0.014007826582903143 -0.0064212633524627187 0.0020259616261825591 0.013407370412665981 -0.010019896010860072 0.011953719052339822 0.016136846289288461 0.014587340199566767 0.0091778880576544892 0.0033868337280261152 0.012065365652801866 -0.004611581178158161 -0.0083852065051652873 -0.0024271856226691386 0.00026039177741962396
leaf_weight=56 66 61 53 92 52 52 52 55 2066 57 85 54 52 78
leaf_count=56 66 61 53 92 52 52 52 55 2066 57 85 54 52 78
internal_value=0 -0.00563298 0.00313675 0.00293895 -0.000920002 0.00356122 0.00327931 0.00195077 0.00301994 0.00330296 0.00306993 -0.000218091 0.00352125 -0.00326283
internal_weight=0 117 2814 2761 383 2378 2326 291 2274 2208 2151 239 107 132
internal_count=2931 117 2814 2761 383 2378 2326 291 2274 2208 2151 239 107 132
is_linear=0
shrinkage=0.16829


Tree=5608
num_leaves=17
num_cat=0
split_feature=40 52 1204 16 1446 2 2 484 2 0 52 11 43 0 49 52
split_gain=0.212239 0.138592 0.222 0.182442 0.163286 0.149396 0.145319 0.124023 0.128828 0.154256 0.141517 0.122537 0.199433 0.219476 0.114559 0.113698
threshold=-0.085054999999999978 0.0062600000000000008 -0.079324999999999993 -0.0087049999999999992 0.095900000000000013 0.099185000000000009 -0.14339499999999997 -0.069939999999999988 0.11487000000000001 -0.13619499999999998 0.085540000000000019 0.090310000000000015 -0.22491499999999998 0.10446500000000002 -0.14305499999999996 0.40945500000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 15 -4 -3 9 -9 -11 12 -8 14 -14 -5
right_child=1 3 6 5 -6 -7 11 8 -10 10 -12 -13 13 -15 -16 -17
leaf_value=-0.0053763264719850785 -0.008408647765139483 -0.0032080085806776158 -0.0060492607533997088 0.0081175535009187384 0.013673463710786043 -0.0077024582254244089 0.011014847163582458 -0.0044169206772343948 0.011054127896438696 0.010056730991544062 0.0037417791937983708 0.0099830943853018821 -0.0057236374878132535 -0.0089035028032605629 0.0023137706002167931 -0.0022891325525331487
leaf_weight=98 60 56 61 56 58 60 67 54 88 124 543 57 52 54 1380 63
leaf_count=98 60 56 61 56 58 60 67 54 88 124 543 57 52 54 1380 63
internal_value=0 0.00258419 0.00164327 0.00406053 0.00501439 -0.000847932 0.00200528 0.0044317 0.00496275 0.00421679 0.00491847 0.00231156 0.00202884 0.00162247 0.00202065 0.00259303
internal_weight=0 2833 1731 1102 923 179 1671 865 809 721 667 1610 1553 1486 1432 119
internal_count=2931 2833 1731 1102 923 179 1671 865 809 721 667 1610 1553 1486 1432 119
is_linear=0
shrinkage=0.16829


Tree=5609
num_leaves=29
num_cat=0
split_feature=4 3 3 40 3 12 11 3 4 3 49 4 159 4 4 12 160 3 49 51 1210 3 42 4 157 3 160 42
split_gain=25.4762 8.74248 3.32415 3.10243 2.75695 1.28044 1.42281 1.77559 0.948509 2.27611 0.799869 0.649186 0.525048 0.471917 0.447723 0.502549 0.393688 0.335147 0.236128 0.226482 0.249997 0.22103 0.17065 0.215704 0.150313 0.0853014 0.0718162 0.0526792
threshold=0.31392000000000003 -0.066789999999999974 0.28833000000000003 -0.077194999999999986 -0.082634999999999986 0.093670000000000017 1.0000000180025095e-35 -0.10859999999999999 -0.078249999999999986 0.10402500000000002 -0.0086549999999999978 0.022635000000000006 -1.0000000180025095e-35 -0.0058699999999999994 0.50214500000000006 -0.080929999999999988 0.0088350000000000008 -0.11372999999999998 -0.0044599999999999996 -0.085594999999999991 -0.074724999999999986 -0.095259999999999997 0.096385000000000012 -0.066714999999999983 -1.0000000180025095e-35 -0.07798999999999999 0.26411500000000004 0.11517500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 10 -2 6 7 -1 24 12 -3 17 -10 -14 -6 -16 19 -7 -18 -9 -21 -19 23 -23 -5 -13 -20 -24
right_child=4 2 -4 8 14 11 -8 16 9 -11 -12 25 13 -15 15 -17 18 21 26 20 -22 22 27 -25 -26 -27 -28 -29
leaf_value=0.0013783440227914927 0.0012588755495095275 0.00085535892568600698 0.00067929737291380415 0.0020155613475292475 0.00075656951446021435 0.0019839758821092795 0.0023080721202044349 0.0021052753122226308 0.0019529420854589269 0.00091101680863475644 0.0013752686462385744 0.0014122019445050897 0.0013735777650836166 0.0016848313226268958 0.00063764857821849098 0.00024568563702703522 0.0016294252558190256 0.0015542259121363359 0.0019426618097788321 0.0020909678301510842 0.0019063741403698908 0.0020074204372993744 0.0016232538795318858 0.0017425823635484809 0.001768527380787414 0.0015972331233591846 0.0017734963024242758 0.0017644688706744361
leaf_weight=72 87 84 60 53 87 77 93 87 52 54 53 59 80 168 77 67 76 61 71 93 854 64 70 79 64 62 58 69
leaf_count=72 87 84 60 53 87 77 93 87 52 54 53 59 80 168 77 67 76 61 71 93 854 64 70 79 64 62 58 69
internal_value=0 0.00174729 0.00142137 0.00149454 0.000757891 0.0018592 0.00191199 0.00188386 0.00162181 0.00153613 0.00105675 0.00172215 0.00164854 0.00158457 0.000569056 0.000455522 0.00191321 0.00178396 0.00177902 0.00193978 0.00192454 0.00173896 0.0017788 0.00186136 0.00188073 0.0015073 0.00186688 0.00169361
internal_weight=0 2613 668 608 318 1945 1404 1311 471 354 137 541 300 248 231 144 1239 420 205 1034 947 343 282 143 117 121 129 139
internal_count=2931 2613 668 608 318 1945 1404 1311 471 354 137 541 300 248 231 144 1239 420 205 1034 947 343 282 143 117 121 129 139
is_linear=0
shrinkage=0.0032998


Tree=5610
num_leaves=19
num_cat=0
split_feature=15 1203 483 15 15 1454 52 42 0 4 1374 15 42 16 12 42 0 4
split_gain=0.283102 0.247387 0.209056 0.209839 0.229788 0.22938 0.235096 0.226555 0.238835 0.217509 0.215834 0.258312 0.203113 0.214281 0.158408 0.14195 0.226503 0.201996
threshold=0.17176000000000005 0.093195000000000014 0.10549500000000002 0.084630000000000025 0.10028500000000001 0.083920000000000008 -0.092084999999999986 0.097140000000000018 -0.09300499999999999 -0.085594999999999991 0.084470000000000003 -0.0044499999999999991 0.078120000000000009 -0.039209999999999995 0.086115000000000011 0.073240000000000013 -0.086554999999999979 -0.080874999999999989
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 7 8 -1 14 11 -8 -6 -14 -5 17 -17 -11
right_child=-2 -3 -4 4 12 -7 10 -9 -10 15 -12 -13 13 -15 -16 16 -18 -19
leaf_value=0.016777837070720749 -0.0090846199159876368 -0.0082857070916075286 0.010983050087386986 0.020124514467997588 -0.0076348284779459074 0.011624348012367638 0.0024063777014883617 -0.0055613489967465575 0.0047196657804324414 0.0048276013583649765 -0.0096830457735512902 -0.0032443536078162897 -0.0033899554592213407 0.0096810448244605499 0.0085752274600269535 -0.0061802704692405465 0.0053373827713783829 0.017328678471211265
leaf_weight=53 54 52 100 52 61 70 978 52 391 104 55 299 63 81 98 60 247 57
leaf_count=53 54 52 100 52 61 70 978 52 391 104 55 299 63 81 98 60 247 57
internal_value=0 0.00320634 0.00341881 0.00314016 0.00538595 0.0021654 0.00180221 0.00493029 0.00616309 0.00700576 0.000636047 0.00108189 0.000494047 0.00395001 0.012591 0.00521179 0.00308052 0.00926461
internal_weight=0 2873 2821 2721 823 1898 1828 496 444 618 1332 1277 205 144 150 468 307 161
internal_count=2927 2873 2821 2721 823 1898 1828 496 444 618 1332 1277 205 144 150 468 307 161
is_linear=0
shrinkage=0.16829


Tree=5611
num_leaves=27
num_cat=0
split_feature=1 1 12 123 4 2 12 12 475 12 51 2 4 12 51 51 15 4 1 12 15 12 402 49 1 2
split_gain=18.3872 3.84051 4.10352 1.49317 0.945165 0.716666 0.558757 0.541101 0.823409 0.969746 0.875399 0.564011 0.388696 0.342349 0.333807 0.39758 0.417253 0.287485 0.195716 0.378814 0.175751 0.171659 0.229266 0.195337 0.142518 0.155279
threshold=0.10442000000000001 0.13612500000000002 0.085075000000000026 1.0000000180025095e-35 -0.040394999999999993 0.16730000000000003 0.099170000000000022 0.097060000000000021 0.0072950000000000003 0.056995000000000011 -0.095339999999999994 0.095850000000000005 0.053925000000000008 -0.041014999999999989 -0.038974999999999996 0.081260000000000013 -0.088184999999999986 -0.0005399999999999999 0.091280000000000014 0.092475000000000016 -0.081149999999999986 0.091290000000000024 -0.020594999999999999 0.082820000000000019 0.081005000000000008 0.10362500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 7 -4 13 -6 8 9 10 -1 17 20 -3 -2 16 -16 -12 21 -20 -9 22 -11 -23 25 -22
right_child=1 5 4 -5 6 -7 -8 12 -10 18 11 -13 -14 -15 15 -17 -18 -19 19 -21 24 23 -24 -25 -26 -27
leaf_value=0.0015887562664041528 0.00089229681388086049 0.00030603283263620318 0.0016721505311692016 0.00097078724180380287 0.0013693802686001841 2.5805055480132584e-05 0.00093548848119651281 0.0015140231696066837 0.0018142502945907148 0.0016156937844216184 0.0010768776928746831 0.00087743316893055721 0.0010708631849432452 0.00065590670754400423 0.0006619384306188477 0.00082141947638799436 0.0003170113881800497 0.001415080671658018 0.0011103007809065855 0.0014638477779335562 0.0011637830764634673 0.0014305870573539732 0.0014638593009988804 0.0012032289573585531 0.0014465510555355463 0.0013600728995493514
leaf_weight=55 63 60 54 89 65 53 66 57 60 128 53 70 71 63 99 74 63 60 54 90 96 229 951 53 62 89
leaf_count=55 63 60 54 89 65 53 66 57 60 128 53 70 71 63 99 74 63 60 54 90 96 229 951 53 62 89
internal_value=0 0.000765031 0.000916865 0.001391 0.00130334 0.000347285 0.00115105 0.00140816 0.00143206 0.00141888 0.00122221 0.00111186 0.00129314 0.000485523 0.000677622 0.000620166 0.000528018 0.00125677 0.00144996 0.00133151 0.00134494 0.00146247 0.0014819 0.00138798 0.00130577 0.0012584
internal_weight=0 660 484 2267 185 176 131 2178 1803 1743 238 183 375 123 299 236 162 113 1505 144 304 1361 1079 282 247 185
internal_count=2927 660 484 2267 185 176 131 2178 1803 1743 238 183 375 123 299 236 162 113 1505 144 304 1361 1079 282 247 185
is_linear=0
shrinkage=0.0032998


Tree=5612
num_leaves=28
num_cat=0
split_feature=1 52 1 1 151 2 2 2 1 51 0 0 43 1 484 16 52 52 16 49 1 2 1 0 0 16 156
split_gain=28.2885 5.72367 3.55183 1.88142 2.06428 1.67054 1.72234 1.08856 1.00764 0.627279 0.613346 0.486674 0.279287 0.382436 0.31038 0.297172 0.273785 0.289845 0.253186 0.217911 0.255367 0.566303 0.38399 0.201313 0.334534 0.0901803 0.0753479
threshold=0.10509 -0.40011499999999994 0.13662500000000002 0.091395000000000018 -0.00016499999999999997 0.09036000000000001 -1.0000000180025095e-35 0.08895500000000002 0.15028500000000003 0.085655000000000023 0.048825000000000007 -0.091399999999999995 -0.11760499999999999 0.084470000000000003 0.067220000000000016 0.41378500000000007 0.24392500000000003 0.10178500000000001 0.067035000000000011 0.082820000000000019 0.080320000000000016 0.083970000000000017 0.087480000000000016 -0.081864999999999979 -0.18713499999999997 -0.041434999999999993 0.085860000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 7 -5 6 -3 16 -4 23 12 -6 -9 14 15 -14 17 19 25 20 21 -1 -22 24 -7 -13 -21
right_child=1 2 8 4 11 9 -8 10 -10 -11 -12 18 13 -15 -16 -17 -18 -19 -20 26 22 -23 -24 -25 -26 -27 -28
leaf_value=0.002076514737727189 0.0018371251739547683 0.00094536949597483026 0.0006261651588536024 0.0010855230210039227 0.00138886334086329 0.00085821977635580854 0.0016306622967423876 0.001881545296750297 8.4599023760383154e-05 0.0011142976043814125 0.0013823045886889875 0.0017364606242670213 0.001714040043286623 0.0014160934817920349 0.0019145288218100675 0.001469676678726055 0.0016108556445986659 0.002086655971625659 0.0019281204305047969 0.0020749883596653021 0.0015819265970108114 0.0018144606573084461 0.0018421440637500963 0.00091113193860615463 0.00051970741592955848 0.0015646269464070447 0.001888571387367166
leaf_weight=116 71 85 103 91 57 57 76 101 59 66 66 89 519 52 77 63 52 61 57 59 103 438 166 53 74 64 52
leaf_count=116 71 85 103 91 57 57 76 101 59 66 66 89 519 52 77 63 52 61 57 59 103 438 166 53 74 64 52
internal_value=0 0.000952952 0.000843334 0.00173618 0.00151585 0.0010065 0.00126908 0.00177713 0.000429146 0.000837265 0.00169098 0.00166238 0.00171602 0.00169246 0.00171421 0.00168765 0.00184935 0.00186178 0.00173645 0.00184706 0.00182801 0.00186939 0.00174264 0.000737703 0.000667268 0.00166481 0.00198798
internal_weight=0 644 573 2283 358 411 161 1925 162 250 878 267 812 711 659 582 1047 995 210 934 823 554 269 184 131 153 111
internal_count=2927 644 573 2283 358 411 161 1925 162 250 878 267 812 711 659 582 1047 995 210 934 823 554 269 184 131 153 111
is_linear=0
shrinkage=0.0032998


Tree=5613
num_leaves=19
num_cat=0
split_feature=3 15 1210 4 51 14 3 1446 3 15 42 42 1 3 4 42 51 3
split_gain=0.312929 0.207257 0.163123 0.16297 0.205867 0.259651 0.238842 0.220605 0.203528 0.242364 0.472757 0.291551 0.203434 0.199139 0.19848 0.138647 0.111231 0.0878166
threshold=0.31966500000000003 0.15277000000000004 -0.14296999999999996 -0.082199999999999981 -0.085764999999999994 -0.22654999999999997 -0.077054999999999985 0.037915000000000011 0.08796000000000001 0.039965000000000007 0.085790000000000019 -0.0088299999999999993 0.081540000000000015 -0.15327499999999997 -0.015104999999999999 0.087170000000000011 -0.057604999999999996 -0.04682999999999999
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 6 -6 14 13 9 12 11 -11 -4 -7 -5 -9 -14 -8
right_child=-2 -3 3 4 5 7 17 15 -10 10 -12 -13 16 -15 -16 -17 -18 -19
leaf_value=0.014570249859407851 -0.0057356860070132982 -0.0042427510721496633 -0.0063646460061533919 0.0056567711654619858 0.013957648248936775 -0.0076151634497631099 -0.001146433100136568 0.0046458179037099905 0.015905781316975183 0.0077046182761055879 0.018577314498178527 -0.0055296785491979767 0.00049855133210521948 0.0029693837653570481 0.018449777205622773 0.01538949633214577 0.01079976884945015 0.0071606971949656466
leaf_weight=52 79 67 65 58 66 52 62 74 70 269 101 57 64 1500 86 64 56 85
leaf_count=52 79 67 65 58 66 52 62 74 70 269 101 57 64 1500 86 64 56 85
internal_value=0 0.00499171 0.00521483 0.00503591 0.00428312 0.00359431 0.00843351 0.00318852 0.00729274 0.00630465 0.00850974 0.00538514 0.00120536 0.00261359 0.0133095 0.00964141 0.00532076 0.00364479
internal_weight=0 2848 2781 2729 2047 1756 291 1690 682 612 427 326 185 1552 144 138 120 147
internal_count=2927 2848 2781 2729 2047 1756 291 1690 682 612 427 326 185 1552 144 138 120 147
is_linear=0
shrinkage=0.16829


Tree=5614
num_leaves=32
num_cat=0
split_feature=3 2 15 15 2 49 3 3 2 2 403 15 15 3 43 12 15 3 43 15 43 3 16 3 1212 12 3 3 157 13 15
split_gain=14.7832 5.42184 3.1407 2.01356 1.79091 1.78437 1.55708 1.07881 0.787331 1.08877 0.718679 0.58938 0.568331 0.805216 0.559485 0.51342 0.523199 0.483452 0.464427 0.403805 0.397917 0.30939 0.292866 0.261019 0.224404 0.327604 0.177274 0.137924 0.132623 0.125696 0.0411221
threshold=-0.049204999999999992 0.14808000000000002 -0.24511999999999998 -0.24211499999999997 0.097005000000000022 -0.013914999999999999 0.10766000000000002 -0.0037099999999999998 -0.007134999999999999 0.098655000000000007 -0.08373499999999999 -0.12431499999999999 -1.0000000180025095e-35 0.088880000000000015 0.054875000000000007 0.09253500000000002 -0.036279999999999993 0.12745000000000004 -0.14595999999999995 0.092495000000000008 -0.10042499999999999 -0.078254999999999977 -0.075724999999999987 -0.074234999999999982 0.090335000000000013 0.085005000000000011 -0.076969999999999997 0.10402500000000002 -0.025309999999999996 -0.013819999999999997 0.10609500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 27 10 -6 7 8 -5 -10 18 -12 13 -9 20 19 21 -8 -4 22 -7 -17 -13 28 25 -20 -18 -2 -22 -27 -21
right_child=1 -3 4 6 5 14 17 12 9 -11 11 15 -14 -15 -16 16 26 -19 24 30 23 -23 -24 -25 -26 29 -28 -29 -30 -31 -32
leaf_value=0.0010290240447069761 0.0008757846561832462 0.0004911849684620216 0.0022707998859112983 0.0010234022151826203 0.0010922608450082139 0.0015159671555898761 0.00092333802368130431 0.0017983631317644857 0.00182163198079675 0.0012358025968961445 0.002073607290603499 0.0017963252159618674 0.0019491770564306356 0.0012665303422886636 0.0014174290707115393 0.001308559386206589 0.001866946383624719 0.0013034660390094214 0.0021851852725819063 0.001713969899211468 0.0020132572449206251 0.0016642224214178985 0.0019283606829330515 0.0016593382152953874 0.001733423268663285 0.0019820716729740755 0.0016562572537235161 0.0011031732567181442 0.0018168566028434385 0.0018108030672755429 0.0015693863285858719
leaf_weight=59 73 91 53 53 61 63 61 77 63 78 91 375 73 53 65 53 114 94 63 56 62 57 387 87 54 119 78 52 120 90 52
leaf_count=59 73 91 53 53 61 63 61 77 63 78 91 375 73 53 65 53 114 94 63 56 62 57 387 87 54 119 78 52 120 90 52
internal_value=0 0.00124802 0.00178128 0.0013497 0.00180239 0.00161932 0.00143547 0.00154524 0.00136838 0.00149781 0.00185344 0.00181528 0.00171409 0.00158181 0.00170022 0.0017952 0.00167662 0.00115409 0.00198048 0.00183631 0.00175548 0.00149318 0.00186343 0.00181144 0.00193318 0.00197271 0.00178154 0.00097066 0.00188396 0.00190849 0.00164468
internal_weight=0 768 2159 677 2100 458 552 397 194 141 1642 1263 203 130 397 1172 302 155 379 870 332 110 762 269 326 272 192 125 182 209 108
internal_count=2927 768 2159 677 2100 458 552 397 194 141 1642 1263 203 130 397 1172 302 155 379 870 332 110 762 269 326 272 192 125 182 209 108
is_linear=0
shrinkage=0.0032998


Tree=5615
num_leaves=13
num_cat=0
split_feature=40 147 41 1 4 52 4 123 160 1447 52 12
split_gain=0.438452 0.402214 0.268759 0.350877 0.187893 0.251183 0.217336 0.203443 0.149921 0.178857 0.210797 0.13259
threshold=0.053385000000000009 0.091170000000000015 0.075585000000000013 0.084370000000000014 0.31392000000000003 0.056265000000000009 0.19778000000000004 0.087260000000000018 0.31770000000000004 -0.064864999999999992 -0.092084999999999986 0.086935000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 7 8 -6 9 11 -11 -1
right_child=-2 -3 3 -5 5 -7 -8 -9 -10 10 -12 -13
leaf_value=0.007257195526861506 -0.0072142281055508056 -0.0057622441489983082 0.0045790570188921536 0.020789081849844057 -0.0072195421980011778 0.010363997607868908 0.013680857986029082 0.0048984184247419247 -0.0014795686070160022 0.0085557813304329398 0.0044601405028812987 0.016090946117026942
leaf_weight=129 78 86 75 77 101 58 99 64 81 462 1572 78
leaf_count=129 78 86 75 77 101 58 99 64 81 462 1572 78
internal_value=0 0.00556315 0.00591214 0.0128025 0.00551534 0.000831556 0.00594603 -0.00250835 0.00561547 0.00587272 0.0053913 0.0105945
internal_weight=0 2882 2796 152 2644 223 2421 165 2322 2241 2034 207
internal_count=2960 2882 2796 152 2644 223 2421 165 2322 2241 2034 207
is_linear=0
shrinkage=0.16829


Tree=5616
num_leaves=25
num_cat=0
split_feature=1 12 1 2 13 12 147 12 48 47 12 12 15 51 1 15 16 2 13 12 156 1446 12 1210
split_gain=15.4789 4.74702 1.92614 0.916285 0.915299 0.932661 0.615514 0.503627 0.636588 0.51019 0.410675 0.382085 0.366296 0.29071 0.280859 0.247492 0.240905 0.230513 0.22925 0.189983 0.193459 0.200219 0.188017 0.148033
threshold=0.10075500000000003 0.085845000000000019 0.12988000000000002 0.11366500000000002 -0.004409999999999999 -0.082654999999999992 0.087170000000000011 0.088135000000000005 0.08956500000000002 0.081320000000000017 0.095330000000000012 0.083175000000000013 -0.26361999999999991 -0.010009999999999998 0.087480000000000016 -0.052239999999999988 -0.07027499999999999 0.12068000000000001 -0.07904499999999999 0.11351500000000002 0.089280000000000012 0.037915000000000011 0.083815000000000014 -0.080804999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 10 6 5 12 7 8 9 11 -3 14 -2 -12 -1 -5 -6 -7 -10 20 21 23 -13 -9
right_child=1 2 -4 15 16 17 -8 19 18 -11 13 22 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0011917771261441661 0.00027352691137669342 0.0012888221366444226 0.0003935275822481134 0.001042751460546536 0.00070055139604842853 0.00019621964220390895 0.00084692736243614536 0.00093057791300280848 0.0011362077528762715 0.0015734725972670679 0.00082537967869078868 0.0014651579240555746 0.00057357438421549133 0.0011217357807297844 0.00093957514454661589 0.00078390502613651515 0.00046782827329400087 -0.0001007259747232512 0.00082210135285766463 0.00092171394541081322 0.0013297038844818712 0.0013200362480942436 0.0012603565508638498 0.0011172103539753564
leaf_weight=187 82 73 55 79 95 60 65 52 52 52 69 56 98 79 67 86 102 54 52 52 52 52 566 723
leaf_count=187 82 73 55 79 95 60 65 52 52 52 69 56 98 79 67 86 102 54 52 52 52 52 566 723
internal_value=0 0.000600766 0.000947109 0.00114549 0.000406008 0.000289145 0.00116479 0.0011753 0.00122586 0.00125343 0.00108472 0.0012344 0.000437082 0.000983808 0.00112539 0.000908051 0.000580234 5.52522e-05 0.000979493 0.00111922 0.00113086 0.00111831 0.00127885 0.00110473
internal_weight=0 767 276 2193 491 294 2028 1963 1032 928 221 876 180 148 254 165 197 114 104 931 879 827 622 775
internal_count=2960 767 276 2193 491 294 2028 1963 1032 928 221 876 180 148 254 165 197 114 104 931 879 827 622 775
is_linear=0
shrinkage=0.0032998


Tree=5617
num_leaves=15
num_cat=0
split_feature=40 147 2 4 16 131 1 159 4 51 4 133 123 2
split_gain=0.324732 0.299772 0.284508 0.40422 0.275669 0.157703 0.168447 0.188094 0.145102 0.15589 0.25231 0.196457 0.135827 0.108708
threshold=0.053385000000000009 0.091170000000000015 -0.14847999999999997 0.41165000000000002 -0.15381999999999998 0.082180000000000017 0.091055000000000011 0.079715000000000022 -0.51843499999999987 -0.025069999999999999 -0.10023999999999998 0.096205000000000013 0.086870000000000017 0.12173500000000002
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 -4 -6 11 -11 -10 13 -5
right_child=-2 -3 3 12 8 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.016619796009770312 -0.0056063378916466752 -0.0043874390419412143 0.0050544014472698462 -0.010861932203492797 0.013592281364758431 0.0030086581497893814 0.021033020551882945 0.017684406532279769 0.0090212360039029563 -0.0024719768197877376 0.0050224916712907092 -0.0011385764259934019 0.0038435717041375287 -0.00074924762844643387
leaf_weight=66 78 86 82 56 60 52 59 57 444 138 1584 61 71 66
leaf_count=66 78 86 82 56 60 52 59 57 444 138 1584 61 71 66
internal_value=0 0.00538724 0.00568854 0.00542361 0.00598859 0.011301 0.0134698 0.0102465 0.00540709 0.00518575 0.00442085 0.00779045 -0.00199391 -0.00540586
internal_weight=0 2882 2796 2730 2537 250 198 139 2287 2227 1722 505 193 122
internal_count=2960 2882 2796 2730 2537 250 198 139 2287 2227 1722 505 193 122
is_linear=0
shrinkage=0.16829


Tree=5618
num_leaves=20
num_cat=0
split_feature=4 3 123 14 3 3 3 3 48 474 3 4 3 11 3 47 4 4 4
split_gain=16.5836 7.68168 2.93874 2.51615 1.56991 1.34853 0.875098 0.949491 0.516854 0.508057 0.488576 0.463976 0.602379 0.623451 0.404436 0.343099 0.326346 0.285469 0.276869
threshold=0.31392000000000003 0.11269500000000002 1.0000000180025095e-35 0.073890000000000011 0.30863500000000005 -0.072649999999999978 0.31395500000000004 0.10265000000000001 0.087035000000000015 0.080165000000000014 -0.13827999999999999 -0.4950449999999999 -0.10337499999999998 1.0000000180025095e-35 -0.011259999999999997 0.10783500000000001 0.51367000000000018 -0.045759999999999988 0.00023500000000000005
decision_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 -3 11 7 10 9 17 -2 -1 13 -13 -4 -14 -12 -7 -10
right_child=6 4 14 -5 -6 8 -8 -9 18 -11 16 12 15 -15 -16 -17 -18 -19 -20
leaf_value=0.0016645460889530106 0.00069572470873108618 0.0008583250268591481 0.00071697496600426735 0.0019372084740089236 0.00016368066113637769 0.0011878643141628291 0.00016603089990495696 0.00095050881787355098 0.00082559063756530249 0.00097953543862207997 0.00019604150556667518 0.0010898072713448855 0.0014227883166702769 0.0015186107683183919 0.0010836434517956029 0.0011893719025428127 0.0005449398907624712 0.0013894090769086078 0.0011668574249771543
leaf_weight=71 73 87 76 85 60 128 64 63 52 60 66 133 1445 52 59 74 53 205 54
leaf_count=71 73 87 76 85 60 128 64 63 52 60 66 133 1445 52 59 74 53 205 54
internal_value=0 0.00130848 0.0013517 0.00137882 0.000575036 0.00135793 0.000511779 0.000598416 0.00120587 0.00126137 0.000482703 0.00140066 0.00138965 0.00121053 0.000877484 0.00141144 0.000351729 0.00131204 0.000999776
internal_weight=0 2641 2494 2359 147 2274 319 255 499 393 192 1775 1704 185 135 1519 119 333 106
internal_count=2960 2641 2494 2359 147 2274 319 255 499 393 192 1775 1704 185 135 1519 119 333 106
is_linear=0
shrinkage=0.0032998


Tree=5619
num_leaves=29
num_cat=0
split_feature=1 12 1 3 1 0 43 12 0 14 12 12 3 3 12 40 2 0 2 52 52 160 3 0 0 15 3 160
split_gain=20.4946 5.5681 2.26742 1.8226 1.1704 0.958729 0.81519 0.793926 0.846869 0.687667 0.68531 0.665484 0.636884 0.610117 0.582135 0.506547 0.397301 0.290023 0.24072 0.227463 0.187956 0.245927 0.180514 0.190065 0.168351 0.135702 0.121671 0.0698635
threshold=0.10575500000000002 0.085075000000000026 0.12200500000000002 -0.072649999999999978 0.087225000000000011 -0.14164999999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.22745499999999999 0.077140000000000014 0.082795000000000021 -0.064689999999999984 0.3148450000000001 0.076825000000000018 0.088135000000000005 -0.062739999999999976 0.091290000000000024 -0.049024999999999992 -0.0050599999999999994 0.008405000000000001 0.10611000000000001 -0.090494999999999978 -0.014924999999999999 -0.063819999999999988 -0.17127999999999996 -0.062734999999999985 -0.078254999999999977 -0.26821999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 6 9 5 -5 -3 -6 -9 10 -1 -7 13 15 16 18 20 19 -2 26 21 -12 23 25 -15 -13 -16 -21
right_child=1 2 -4 4 7 11 -8 8 -10 -11 14 22 -14 24 17 -17 -18 -19 -20 27 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0014124390927529461 0.00071167125603398013 0.0014755060458351778 0.00099320837406874341 0.0020129975908494847 0.0010665161829782955 0.0018876579844453465 0.0019955398239601121 0.0011576263280135975 0.0016675088779040672 0.0020662267548831009 0.0020373003877833112 0.0015043905795459234 0.00054072835899795742 0.00088141627607263252 0.0015731696480442805 0.00053975434939671635 0.0015402916729116702 0.0018686594784057828 0.0010158825119563225 0.0016204913747332528 0.0016384056871085542 0.0018184888650842413 0.0013326183191030697 0.0013716401467241434 0.0011265185980517663 0.0017431505863703481 0.0017075861881172283 0.0017430941897814401
leaf_weight=79 53 78 79 61 81 54 58 58 94 64 66 59 91 53 350 83 60 78 64 74 57 526 69 53 79 53 103 283
leaf_count=79 53 78 79 61 81 54 58 58 94 64 66 59 91 53 350 83 60 78 64 74 57 526 69 53 79 53 103 283
internal_value=0 0.00100631 0.00143891 0.00167422 0.00151388 0.00163523 0.00169754 0.00133196 0.00147318 0.00172783 0.00171489 0.0015551 0.000786353 0.000853571 0.00172983 0.000738026 0.00180099 0.00167297 0.000878379 0.00165408 0.00182503 0.00184294 0.0014782 0.00153887 0.00102837 0.00161769 0.00160381 0.00171778
internal_weight=0 638 215 2322 582 349 136 233 152 1740 1676 288 423 332 1597 200 709 888 117 810 649 592 234 165 132 112 453 357
internal_count=2960 638 215 2322 582 349 136 233 152 1740 1676 288 423 332 1597 200 709 888 117 810 649 592 234 165 132 112 453 357
is_linear=0
shrinkage=0.0032998


Tree=5620
num_leaves=35
num_cat=0
split_feature=1 3 3 3 0 2 3 14 52 16 52 475 481 16 0 1210 52 43 3 3 0 403 3 475 0 0 52 52 133 0 2 3 133 16
split_gain=0.464581 0.420247 0.452511 0.3674 0.279465 0.334243 0.924118 0.238297 0.264122 0.526118 0.36286 0.230412 0.204431 0.197394 0.164303 0.261162 0.223896 0.234885 0.158955 0.127804 0.148136 0.127589 0.126767 0.0964378 0.152161 0.35855 0.0962168 0.220281 0.17354 0.145646 0.0816104 0.130346 0.0922879 0.0541425
threshold=0.080320000000000016 -0.14539499999999997 -0.15963499999999997 -0.24190499999999995 -0.0088049999999999986 1.0000000180025095e-35 -0.043609999999999989 -0.13131999999999996 -0.057374999999999995 -0.33811499999999994 -0.089214999999999975 -0.085684999999999997 -0.0044199999999999995 0.041025000000000006 -0.084154999999999994 -0.065674999999999983 0.087525000000000006 -0.14239499999999997 -0.0045699999999999985 -0.059315 -0.071379999999999985 0.028520000000000004 -0.054399999999999997 -0.0029899999999999996 -0.085674999999999987 -0.08706499999999999 0.10400000000000002 0.12514000000000003 0.093405000000000016 -0.07718499999999999 0.092725000000000016 -0.087864999999999985 0.09043000000000001 0.26538000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -2 5 12 -7 -8 10 -10 -9 -1 -3 -6 15 -13 17 -16 19 20 -14 26 23 -17 25 -25 29 -28 -29 -18 31 -19 33 -32
right_child=1 4 -4 -5 13 6 7 8 9 -11 -12 14 18 -15 16 22 21 30 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31 32 -33 -34 -35
leaf_value=0.017743440786197617 0.016838970257708044 -0.0028084089259853497 0.025338607433733576 -0.00032181789753277348 -0.011720817858840377 -0.018596026437026136 0.012465430763550434 -0.0017970537334048211 0.0047270142704370433 -0.013147256972131496 0.015605746697769768 0.022003908815911664 0.0065951115142741787 0.0021256155111538792 -0.0058285036395672564 0.014481743094235529 0.0064014796229657483 0.0081083672520876129 0.00084907233577371697 0.01681637026064136 0.014097476640221703 0.017514865577097395 0.01561436567014963 0.0070565818955936914 0.00030060406510448533 0.019965482345963691 -0.0027332935814225836 0.0041329075570123641 0.017346879905791399 0.018497117004773016 0.0088015310046568162 -0.0013196061954919207 0.012645247352352 0.0011854372942109485
leaf_weight=85 63 52 54 80 52 58 78 61 129 73 76 52 332 66 56 74 57 79 73 57 97 56 88 405 65 72 54 61 53 57 54 87 80 53
leaf_count=85 63 52 54 80 52 58 78 61 129 73 76 52 332 66 56 74 57 79 73 57 97 56 88 405 65 72 54 61 53 57 54 87 80 53
internal_value=0 0.00499021 0.0122 0.00722597 0.00380905 0.00465496 0.00130187 0.00407375 0.00213763 -0.00172361 0.00784394 0.00919879 0.00725876 -0.00396098 0.00871436 0.0104681 0.00693711 0.0042809 0.00819846 0.00929868 0.00829564 0.010146 0.00961345 0.00875326 0.00796783 0.00900886 0.00867627 0.00609461 0.010292 0.0124651 0.00588974 0.00315638 0.00830654 0.00504586
internal_weight=0 1401 197 143 1204 1086 475 417 339 202 137 1588 611 118 1503 756 747 409 559 486 429 338 704 616 542 477 282 168 114 114 353 166 187 107
internal_count=2989 1401 197 143 1204 1086 475 417 339 202 137 1588 611 118 1503 756 747 409 559 486 429 338 704 616 542 477 282 168 114 114 353 166 187 107
is_linear=0
shrinkage=0.16829


Tree=5621
num_leaves=32
num_cat=0
split_feature=1 3 1 12 4 1 0 16 51 151 155 47 0 4 4 52 12 132 4 12 11 1 4 12 16 16 1 483 12 1 43
split_gain=17.8772 4.52345 1.31324 1.36812 1.2926 1.04149 1.02999 0.609703 0.71858 0.605019 0.573948 0.560549 0.547382 0.485629 0.455354 0.40536 0.396827 0.335338 0.331478 0.318311 0.312953 0.295669 0.270072 0.260001 0.245161 0.217049 0.190564 0.270301 0.184947 0.13653 0.0849856
threshold=0.10398500000000001 -0.06656999999999999 0.089745000000000019 0.089350000000000013 -0.03463999999999999 0.12040000000000002 -0.078989999999999991 -0.23389999999999997 -0.038974999999999996 -0.024429999999999997 0.084710000000000021 0.077065000000000008 -0.095724999999999991 0.0047050000000000008 0.049545000000000006 1.0000000180025095e-35 0.10331000000000001 0.082230000000000011 -0.080414999999999986 -0.087384999999999977 1.0000000180025095e-35 0.096035000000000023 -0.4950449999999999 0.091445000000000012 -0.071129999999999985 0.054560000000000004 0.086665000000000006 -0.021034999999999995 0.098595000000000016 0.093100000000000002 -0.037954999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 6 9 -3 24 11 19 -9 -4 16 14 -13 17 20 -16 23 22 -5 -7 26 -11 -8 -2 -6 28 27 -1 -24 -20 -31
right_child=1 4 3 18 5 7 13 8 -10 21 -12 12 -14 -15 15 -17 -18 -19 29 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 30 -32
leaf_value=0.0017242118498811431 0.0010487362295570055 0.0010239891655203441 0.00078707392881159589 0.0016238760094526047 0.0008669319367626871 0.00075733367622244155 0.0016261036338980146 0.00048036018005400772 -5.5510293551034272e-05 0.0010282428699036905 0.0014872457564434202 0.0019712839115262359 0.0015238063247735394 0.0011142420975727354 0.0011424708496530018 0.0014760607604157028 0.00086078683171576277 0.0011401757170059141 0.0011933935028989725 0.00042404715065687791 0.0017341746559571671 0.0013663510814893932 0.0015121006889255027 0.0013820811083385572 0.00058819313524038355 0.0012370666519164887 0.0013468557346158836 0.0014873675607364892 0.0013040354556597203 0.0014867881440327256 0.0013092927033745271
leaf_weight=58 53 72 69 61 91 53 56 57 52 65 56 52 73 99 80 82 53 59 53 78 61 52 128 52 57 93 100 865 79 65 65
leaf_count=58 53 72 69 61 91 53 56 57 52 65 56 52 73 99 80 82 53 59 53 78 61 52 128 52 57 93 100 865 79 65 65
internal_value=0 0.00080192 0.00141271 0.00124757 0.000617379 0.000541835 0.00145037 0.000407265 0.000224392 0.00103368 0.00119843 0.00149779 0.00171024 0.0013238 0.00147645 0.00131154 0.00109584 0.00137371 0.00141048 0.000559157 0.00150106 0.00117881 0.00141231 0.00121416 0.000759818 0.00137228 0.00148713 0.00150229 0.00143286 0.00133916 0.00139831
internal_weight=0 674 2315 430 460 388 1885 240 109 186 214 1371 125 514 1246 162 158 415 244 131 1084 117 356 105 148 300 1023 923 207 183 130
internal_count=2989 674 2315 430 460 388 1885 240 109 186 214 1371 125 514 1246 162 158 415 244 131 1084 117 356 105 148 300 1023 923 207 183 130
is_linear=0
shrinkage=0.0032998


Tree=5622
num_leaves=27
num_cat=0
split_feature=4 16 3 13 16 484 399 49 13 49 0 0 4 16 11 49 1 1 3 0 1209 4 4 13 52 16
split_gain=0.389846 0.284025 0.409953 0.237447 0.243392 0.220678 0.214044 0.217304 0.310784 0.227544 0.31626 0.282059 0.210673 0.2198 0.206304 0.47205 0.193849 0.358384 0.192027 0.172068 0.19028 0.147462 0.139446 0.136958 0.0729298 0.0519562
threshold=0.028075000000000006 -0.11082499999999999 0.099330000000000016 -0.0062949999999999994 0.053305000000000012 -0.012019999999999998 0.088925000000000018 0.088365000000000013 -0.08620499999999999 -0.085999999999999979 -0.085894999999999985 -0.10462499999999998 0.51367000000000018 -0.39761999999999992 1.0000000180025095e-35 -0.006494999999999999 0.11374000000000002 0.10482000000000001 -0.055389999999999988 -0.089594999999999994 0.091875000000000012 0.26846000000000009 0.0033150000000000007 -0.014549999999999999 -0.046194999999999993 -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 2
left_child=6 5 3 4 -3 -2 7 9 -9 10 -1 14 13 16 15 -11 17 21 23 24 22 -7 -21 -10 -13 -26
right_child=1 2 -4 -5 -6 12 -8 8 18 11 -12 19 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 25 -27
leaf_value=0.023946193559467439 0.015948606479725687 -0.010723522466920998 -0.013665067003765173 0.0098901922431447638 0.0038550333351004746 0.0088060331109591859 0.016592339135047096 0.022827103896124197 0.0099829499870356872 0.0062436340386054475 0.0065556995597957114 0.0070185540886756855 0.012419531901920118 -0.0046982718675617433 0.0088323573667658511 -0.014226998117837775 -0.00065771791661713109 0.019909078707955174 0.017356505301178347 0.0066297548798915735 0.014884319220400408 -0.0032415477129974554 -0.0017854462547938145 -0.0004526201972525732 0.010898284473015522 0.017975602968753994
leaf_weight=53 57 52 55 80 86 64 81 61 91 68 68 52 83 81 57 60 98 55 58 1262 77 52 58 58 58 64
leaf_count=53 57 52 55 80 86 64 81 61 91 68 68 52 83 81 57 60 98 55 58 1262 77 52 58 58 58 64
internal_value=0 0.00366769 -0.0006764 0.00259232 -0.00162532 0.00609163 0.00808068 0.00775842 0.0122505 0.00711609 0.0141879 0.00662777 0.00478992 0.00297547 0.000402117 -0.00333794 0.00529283 0.0087136 0.00912499 0.00735976 0.00673535 0.00338991 0.00625863 0.00590872 0.0123626 0.0146257
internal_weight=0 763 273 218 138 490 2226 2145 268 1877 121 1756 433 350 185 128 269 171 207 1571 1397 116 1320 149 174 122
internal_count=2989 763 273 218 138 490 2226 2145 268 1877 121 1756 433 350 185 128 269 171 207 1571 1397 116 1320 149 174 122
is_linear=0
shrinkage=0.16829


Tree=5623
num_leaves=30
num_cat=0
split_feature=3 3 39 42 16 13 3 0 0 14 0 13 0 484 0 132 13 123 151 16 3 13 13 0 42 16 16 16 13
split_gain=16.4718 4.39292 4.42229 2.69616 1.58694 1.47442 1.16977 1.12682 1.11665 0.761517 0.661696 0.527439 0.526957 0.655492 0.511733 0.449509 0.378183 0.332278 0.315463 0.226683 0.206434 0.208358 0.172762 0.139811 0.258283 0.139223 0.134097 0.0624393 0.0517239
threshold=-0.06656999999999999 0.28833000000000003 0.055555000000000007 -1.0000000180025095e-35 -0.25397999999999993 -0.087809999999999985 0.10021000000000001 -0.105195 -0.22163999999999998 0.073890000000000011 -0.10071499999999999 -0.007069999999999999 -0.076589999999999978 0.050560000000000008 -0.079249999999999987 0.082230000000000011 -0.076614999999999975 0.087855000000000016 -1.0000000180025095e-35 -0.018754999999999997 -0.079224999999999976 0.0035100000000000005 -0.48634999999999995 -0.080499999999999988 0.090045000000000014 0.14976500000000001 0.11702000000000001 -0.080909999999999996 -0.096079999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 -4 7 -5 14 28 -8 10 -6 17 20 15 18 16 -14 -7 -2 -20 21 26 -3 24 -22 -16 -12 -23 -1
right_child=1 22 3 5 9 11 8 -9 -10 -11 12 -13 13 -15 25 -17 -18 -19 19 -21 23 27 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00099993944107477591 0.00077704376027211679 3.7493421693853978e-05 0.00088745083217349138 0.0005803514511252345 0.00067318381013140277 0.00024587805249857921 0.00017354099070613613 0.00039528587664024964 0.00074792439512651979 0.0014016290308442897 0.0011250737722978286 -0.00030394270379540571 0.0012939388684247539 0.00059733112614150294 0.00064508619994067882 0.00071852193024301366 0.00099003840456260515 -7.431311876775635e-05 0.0009623192453193614 0.0012395167541017493 0.0010549547168428278 0.00089453808840777259 -0.00020674458749207747 0.001109998390945717 0.00077180852860831665 0.00086405163890874623 0.00095388491513013498 0.0010431654179486342 0.00084865787758134923
leaf_weight=57 55 60 61 57 56 69 59 72 99 62 841 53 52 52 88 59 356 72 81 56 76 64 66 65 68 52 56 72 53
leaf_count=57 55 60 61 57 56 69 59 72 99 62 841 53 52 52 88 59 356 72 81 56 76 64 66 65 68 52 56 72 53
internal_value=0 0.000482383 0.000572378 0.00026513 0.0010119 0.000113749 0.000767941 0.000717068 0.000533662 0.00104044 0.0010281 -2.31646e-05 0.00103936 0.000950478 0.00087933 0.000989725 0.00102886 8.21263e-05 0.000990462 0.00107588 0.00107648 0.0010959 -9.01612e-05 0.000980287 0.000921491 0.000726668 0.00111443 0.000973482 0.00092737
internal_weight=0 928 802 312 2061 251 490 182 158 1879 1817 194 1761 519 332 467 408 141 192 137 1242 1033 126 209 144 140 897 136 110
internal_count=2989 928 802 312 2061 251 490 182 158 1879 1817 194 1761 519 332 467 408 141 192 137 1242 1033 126 209 144 140 897 136 110
is_linear=0
shrinkage=0.0032998


Tree=5624
num_leaves=11
num_cat=0
split_feature=31 39 49 483 159 150 150 150 16 159
split_gain=0.297411 0.170599 0.210062 0.183961 0.226001 0.1584 0.416079 0.210834 0.107005 0.0422017
threshold=-1.0000000180025095e-35 0.10096000000000001 -0.14799999999999999 0.10227500000000002 -0.41538999999999998 0.11680000000000001 0.10373000000000002 0.08926000000000002 -0.018754999999999997 -0.072599999999999984
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 7 -6 -3 -5
right_child=1 8 3 9 5 -7 -8 -9 -10 -11
leaf_value=-0.0031919512513611573 0.015242555963735986 0.0051073332199692029 0.015030114350137878 -0.0036322918516128299 0.0068066017527317387 -0.00014503037353006987 0.020315252504793234 -0.0032797782189038149 -0.0050120426927864475 0.0031135322000055469
leaf_weight=89 84 64 95 52 2280 93 64 60 55 53
leaf_count=89 84 64 95 52 2280 93 64 60 55 53
internal_value=0 0.00667115 0.0069382 0.00667888 0.00695865 0.00665084 0.00691449 0.00654721 0.000415213 -0.000210147
internal_weight=0 2900 2781 2697 2592 2497 2404 2340 119 105
internal_count=2989 2900 2781 2697 2592 2497 2404 2340 119 105
is_linear=0
shrinkage=0.16829


Tree=5625
num_leaves=14
num_cat=0
split_feature=13 0 12 13 14 49 48 0 1 13 16 0 52
split_gain=0.359498 0.505324 0.318044 0.417248 0.357727 0.220939 0.579151 0.264825 0.344344 0.164868 0.114005 0.102027 0.0688781
threshold=0.10077500000000002 -0.00077999999999999999 -0.10063999999999999 -0.17030499999999998 0.073890000000000011 0.14255500000000002 0.11978500000000002 0.12441000000000001 0.10661000000000002 0.25993500000000008 -0.17773999999999998 -0.079624999999999987 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 10 12 5 6 7 8 -5 11 -1 -2 -4
right_child=1 -3 3 4 -6 -7 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.019860150884799432 -0.0065219924541598867 -0.014828470783054709 -0.0005555434594693117 0.0053732082769861311 0.016509480630488248 -0.0043823502874537233 0.022500068209481288 0.016189290074437104 -0.00090418436555334805 0.0088871492204996294 0.0087344642663294159 0.0032383755917400046 -0.008930744137705145
leaf_weight=53 54 60 52 1900 79 69 54 57 284 77 53 69 61
leaf_count=53 54 60 52 1900 79 69 54 57 284 77 53 69 61
internal_value=0 -0.00127823 0.00527258 0.00489691 0.00535971 0.00498634 0.0052688 0.00485279 0.00455609 0.00277785 0.0143143 -0.00103206 -0.00509257
internal_weight=0 260 2662 2556 2443 2364 2295 2241 2184 200 106 123 113
internal_count=2922 260 2662 2556 2443 2364 2295 2241 2184 200 106 123 113
is_linear=0
shrinkage=0.16829


Tree=5626
num_leaves=30
num_cat=0
split_feature=2 12 30 2 2 2 13 15 13 12 2 0 3 474 16 1212 2 2 3 2 11 51 157 1212 3 3 15 3 15
split_gain=7.90828 4.46228 1.30033 1.84472 1.62127 0.988728 0.895977 1.17936 0.892212 0.660731 0.67592 0.588743 0.527118 0.359236 0.342915 0.33966 0.294619 0.292529 0.286705 0.253103 0.220222 0.226955 0.217487 0.211762 0.222355 0.173173 0.153991 0.147375 0.105686
threshold=0.13554000000000002 0.056995000000000011 0.083930000000000018 0.092250000000000013 0.079770000000000021 0.17553000000000005 0.044405000000000007 -0.0039399999999999991 -1.0000000180025095e-35 0.093910000000000007 0.08895500000000002 -0.13955999999999996 -0.14186499999999996 0.082665000000000002 -0.042884999999999993 0.090780000000000013 0.10100500000000003 0.087245000000000003 0.10265000000000001 0.092645000000000019 0.089795000000000014 -0.41601499999999997 -0.060134999999999994 0.040035000000000008 -0.087284999999999988 -0.098469999999999988 0.015700000000000002 -0.082294999999999993 0.11635000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 14 8 7 11 -2 10 12 18 -3 16 -1 23 19 -6 -5 26 21 -11 -23 27 -25 -24 -12 -14 -27
right_child=5 9 -4 6 17 -7 -8 -9 -10 20 13 -13 15 -15 -16 -17 -18 -19 -20 -21 -22 22 25 24 -26 28 -28 -29 -30
leaf_value=0.00061371132583933812 0.00036185832473041552 0.0015351997613295373 0.00042507731344295561 0.00038715555870320276 0.001555227938163588 8.5632810785084967e-05 0.00032029146381879148 0.0011219154259066218 0.00088907300561998429 0.00087191517658830953 0.0010793552130406857 0.0009323895987082163 0.0012365972981677365 0.0013095443169863297 0.00099553875033311793 0.00099781193916559266 0.00083173223403946268 0.0012210953819579199 0.00068275176676628382 0.0012199465500479245 0.00085636712921028919 0.0008870643228497836 0.001236029806585976 0.0012063839216914613 0.0015175316566641503 0.0010547282056909979 0.00087466205242978036 0.0011383752437460022 0.0012098207267118102
leaf_weight=52 94 55 81 69 53 71 52 84 56 61 101 60 476 53 52 84 76 66 76 83 62 55 98 52 52 340 71 277 60
leaf_count=52 94 55 81 69 53 71 52 84 56 61 101 60 476 53 52 84 76 66 76 83 62 55 98 52 52 340 71 277 60
internal_value=0 0.00105654 0.000816885 0.000873093 0.00110675 0.000407028 0.000720185 0.000792017 0.00055892 0.00113171 0.00117332 0.000656667 0.0012189 0.00105503 0.000804964 0.00120037 0.00101417 0.00137021 0.000542332 0.0010684 0.00104671 0.00106587 0.0010872 0.00122019 0.0013623 0.00110923 0.000995065 0.00120051 0.00107808
internal_weight=0 2701 645 564 223 221 341 289 150 2056 1380 205 996 384 104 941 331 119 145 255 676 614 553 857 104 498 172 753 400
internal_count=2922 2701 645 564 223 221 341 289 150 2056 1380 205 996 384 104 941 331 119 145 255 676 614 553 857 104 498 172 753 400
is_linear=0
shrinkage=0.0032998


Tree=5627
num_leaves=20
num_cat=0
split_feature=2 11 157 34 0 16 16 43 40 34 151 457 0 51 2 15 51 150 51
split_gain=0.231115 0.397772 0.260169 0.248414 0.372938 0.289513 0.354467 0.289205 0.229562 0.228687 0.190763 0.32472 0.206635 0.513224 0.244085 0.235435 0.168836 0.143128 0.144925
threshold=0.092250000000000013 0.080705000000000013 -0.21450999999999998 -0.010739999999999998 -0.048199999999999993 0.0054050000000000009 0.08215500000000002 -0.083209999999999992 -0.086969999999999992 -0.085789999999999991 0.053170000000000002 0.091935000000000017 0.0040950000000000005 -0.061604999999999993 0.14492000000000002 -0.17840999999999999 -0.091149999999999981 0.090695000000000012 0.080840000000000009
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 9 5 16 -7 -8 -4 -1 11 12 14 -14 15 -10 -5 18 -18
right_child=2 -3 8 4 -6 6 7 -9 10 -11 -12 -13 13 -15 -16 -17 17 -19 -20
leaf_value=0.0061070375641486332 0.013785153895392458 0.01890274344701906 -0.0078130096121351855 -0.0027675111739239658 0.016789244749965414 -0.0099639176816729725 0.01427441200061908 -0.0017381872089547849 -0.0049556993097943569 -0.0086520137709779274 -0.0058661540874135505 0.015855175587844002 0.0091176383222203883 -0.012688634088779792 0.012797832247956199 0.003928442713804191 0.0068807421032595672 0.013216882385865986 0.0012421992904867315
leaf_weight=54 58 64 61 56 85 73 53 80 98 66 67 56 52 74 75 606 1007 88 149
leaf_count=54 58 64 61 56 85 73 53 80 98 66 67 56 52 74 75 606 1007 88 149
internal_value=0 0.00586559 0.00279667 0.00537689 0.00593407 0.0053202 -0.000533384 0.00462927 0.00220977 -0.00199547 0.00280626 0.00341276 0.00264085 -0.00367496 0.00366472 0.00268918 0.00624915 0.00665649 0.00615553
internal_weight=0 1775 1147 1711 1591 1506 206 133 1089 120 1028 961 905 126 779 704 1300 1244 1156
internal_count=2922 1775 1147 1711 1591 1506 206 133 1089 120 1028 961 905 126 779 704 1300 1244 1156
is_linear=0
shrinkage=0.16829


Tree=5628
num_leaves=24
num_cat=0
split_feature=1 52 1 123 2 2 1 14 13 0 3 12 52 52 0 52 13 12 1429 3 2 12 3
split_gain=24.176 4.05573 2.83057 2.30636 2.17066 1.64831 1.26173 1.19329 1.11236 1.07415 1.06475 0.760643 0.73118 0.753478 0.532091 0.488174 0.460194 0.421103 0.417393 0.350033 0.282435 0.232772 0.191979
threshold=0.10661000000000002 -0.24841999999999997 0.12313000000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.098655000000000007 0.15028500000000003 0.073890000000000011 -1.0000000180025095e-35 -0.068669999999999995 -0.12077499999999998 -0.087789999999999993 -0.54340999999999984 0.047800000000000009 -0.066734999999999975 -0.091329999999999981 -0.085349999999999995 0.094305000000000014 0.085715000000000013 -0.017704999999999995 0.088005000000000014 0.08401500000000002 -0.082474999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 9 7 8 10 11 -3 -1 -4 -7 15 -15 -14 21 -17 20 -6 -18 -12 -23
right_child=1 2 6 -5 19 12 -8 -9 -10 -11 16 -13 13 14 -16 17 18 -19 -20 -21 -22 22 -24
leaf_value=0.0013428945064346007 0.0016806494569936048 0.0017657497277804603 0.00084376896245879132 0.0011732387444494067 0.0006120407587120358 0.0018228410866549078 0.00015339187763918884 0.0021263544837995525 0.0010480514559640956 0.0011014193535839483 0.0019693146272951596 0.00034621664412071666 0.0015038408915669791 0.0017674071997252673 0.0013844411783797007 0.00095939270151562965 0.0017466191154718229 0.0013460784438742589 0.001399418079707739 0.00093554013490114809 0.0016364660313475049 0.0016286484952487013 0.0018238099578392053
leaf_weight=84 67 52 54 103 59 67 59 78 68 55 94 89 93 101 67 53 709 76 52 99 419 76 248
leaf_count=84 67 52 54 103 59 67 59 78 68 55 94 89 93 101 67 53 709 76 52 99 419 76 248
internal_value=0 0.000914794 0.000818817 0.00165707 0.00106125 0.00167953 0.000580741 0.00172551 0.00070007 0.0014246 0.00170691 0.00053435 0.00150236 0.00144721 0.00161489 0.00132017 0.00172602 0.00118748 0.00169226 0.000814963 0.00170573 0.00182122 0.00177814
internal_weight=0 602 535 2320 265 2217 270 1760 211 107 1682 143 457 390 168 222 1598 129 1180 158 1128 418 324
internal_count=2922 602 535 2320 265 2217 270 1760 211 107 1682 143 457 390 168 222 1598 129 1180 158 1128 418 324
is_linear=0
shrinkage=0.0032998


Tree=5629
num_leaves=25
num_cat=0
split_feature=1 52 52 47 2 2 1429 16 12 484 14 16 49 133 133 159 49 1 52 0 0 12 133 16
split_gain=8.62133 1.92121 1.32694 0.954401 0.861329 0.734933 0.704413 0.590654 0.561699 0.540312 0.459907 0.395744 0.387923 0.424787 0.445044 0.306986 0.292352 0.226239 0.315465 0.225817 0.191128 0.395167 0.0915146 0.0844126
threshold=0.10075500000000003 -0.25811499999999993 0.19121000000000002 0.11230000000000001 0.17553000000000005 0.099845000000000003 0.084815000000000015 -0.080909999999999996 -1.0000000180025095e-35 0.079155000000000017 0.073890000000000011 -0.14006999999999997 0.10124000000000001 0.046800000000000008 -0.0024649999999999997 -0.42480999999999997 0.081005000000000008 0.090650000000000022 0.20131000000000002 -0.074679999999999983 -0.036459999999999992 -0.060304999999999991 0.10254500000000001 0.0044600000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 7 6 10 20 23 -8 11 16 13 14 -7 -13 -1 18 -17 -19 21 -3 -15 -9
right_child=1 2 -4 -5 -6 12 9 8 -10 -11 -12 15 -14 22 -16 17 -18 19 -20 -21 -22 -23 -24 -25
leaf_value=0.00070213514666587129 0.00099825525872681556 0.00011187844539802552 0.00095561829330003127 0.00078393430095719896 4.7013558452436772e-05 0.0010025422045771347 0.00098864171237969902 0.00033352053944895308 0.00078133960279815236 0.00052169956752594283 0.0012878354070913597 0.00079085916552486387 0.00068639560413064407 0.0011843414966362471 0.00067062558186702873 0.0010553035923642322 0.001023417241600948 0.0010215902774295142 0.0013184434649221885 0.00078359733349946624 0.00051089816670751495 0.00043223572992744233 0.00098483834900218439 0.00052281250103249489
leaf_weight=70 103 77 66 85 64 83 56 54 91 53 77 53 103 56 96 1165 57 142 53 65 56 93 52 52
leaf_count=70 103 77 66 85 64 83 56 54 91 53 77 53 103 56 96 1165 57 142 53 65 56 93 52 52
internal_value=0 0.00057972 0.000512096 0.000460858 0.000404397 0.000991839 0.00102021 0.000458386 0.000590704 0.00076192 0.00103693 0.00102487 0.00086145 0.000924151 0.000824728 0.00104016 0.00084661 0.00104941 0.00106678 0.000947028 0.000342891 0.00028734 0.00108861 0.000426713
internal_weight=0 741 638 572 487 2181 1791 423 197 109 1682 1605 390 287 179 1478 127 1425 1218 207 226 170 108 106
internal_count=2922 741 638 572 487 2181 1791 423 197 109 1682 1605 390 287 179 1478 127 1425 1218 207 226 170 108 106
is_linear=0
shrinkage=0.0032998


Tree=5630
num_leaves=28
num_cat=0
split_feature=1 2 123 12 2 52 2 12 2 12 2 52 47 1 1 0 160 2 52 376 12 13 50 0 43 16 50
split_gain=29.5062 5.32693 4.06228 3.88936 3.02536 1.5638 1.05526 1.05844 0.97298 0.934552 0.736963 0.718129 0.664259 0.660343 1.02515 0.925673 0.624483 0.540599 0.371788 0.366686 0.320765 0.310542 0.233682 0.336572 0.223256 0.156473 0.135014
threshold=0.10921500000000002 0.25063000000000007 1.0000000180025095e-35 0.088365000000000013 0.10523 -0.41694999999999993 -0.0098549999999999974 0.090455000000000021 -1.0000000180025095e-35 0.10793500000000002 0.12336000000000001 0.0030150000000000008 0.084695000000000006 0.087055000000000007 0.076160000000000019 -0.12259499999999998 -0.43042999999999992 0.14019000000000004 0.076585000000000014 0.083705000000000016 0.081080000000000013 -1.0000000180025095e-35 0.08956500000000002 -0.073254999999999987 -1.0000000180025095e-35 -0.034884999999999992 0.098625000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 6 24 -1 13 -2 -5 11 -7 17 14 20 -15 -9 21 -16 -4 -8 -10 23 -18 -6 -17 -24
right_child=1 -3 19 9 5 10 7 16 12 -11 -12 -13 -14 15 18 25 22 -19 -20 -21 -22 -23 26 -25 -26 -27 -28
leaf_value=0.0011432876521332359 0.00025154651623553588 -0.00028681041231208365 0.00067901265523315202 0.0013961167804485918 0.0013833205463791667 0.00096190903501364058 0.0013835692722787038 0.0011223016392116665 0.00052026618842191113 0.00084809372628323837 0.00073096248488556869 0.0013893627904118084 0.00095938100628484746 0.0011155927603062046 0.0018002209386977078 0.0017206035832542667 0.0015152801547294774 0.00028688502843950592 0.0021421753989264596 0.0010579792214382951 0.0016439020064110909 0.00085058278562057208 0.0017493986996710172 0.001303311351095399 0.0016785008790473144 0.0015066632769747887 0.0015381767035244145
leaf_weight=63 88 61 55 93 55 87 57 52 66 54 54 86 60 59 106 71 343 56 54 58 804 60 56 111 62 90 97
leaf_count=63 88 61 55 93 55 87 57 52 66 54 54 86 60 59 106 71 343 56 54 58 804 60 56 111 62 90 97
internal_value=0 0.000630955 0.00148545 0.000748395 0.00151539 0.00122946 0.00156548 0.00157946 0.000549327 0.00119504 0.00106922 0.0011746 0.000657465 0.00163647 0.00167205 0.00147115 0.00147205 0.000557739 0.00191585 0.000873838 0.00162671 0.000677839 0.00150195 0.00146353 0.00154004 0.00160123 0.00161572
internal_weight=0 538 2420 477 2307 344 1963 1900 330 147 227 173 242 1241 1021 220 659 182 160 113 861 126 607 454 117 161 153
internal_count=2958 538 2420 477 2307 344 1963 1900 330 147 227 173 242 1241 1021 220 659 182 160 113 861 126 607 454 117 161 153
is_linear=0
shrinkage=0.0032998


Tree=5631
num_leaves=11
num_cat=0
split_feature=3 39 474 48 151 376 0 150 0 3
split_gain=0.639627 0.356863 0.29208 0.295866 0.304773 0.314153 0.224556 0.215033 0.122909 0.0903617
threshold=0.28833000000000003 0.093225000000000016 0.10539000000000001 -0.089609999999999981 0.085710000000000022 0.083705000000000016 -0.23146499999999998 0.10980500000000001 -0.11167499999999998 -0.010434999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -8 -2 -3
right_child=8 9 -4 4 -6 -7 7 -9 -10 -11
leaf_value=0.019398560905829053 0.00063781290742801313 0.0036125688412770897 0.018043537728840993 0.017694002176037379 -0.0025909048473270989 0.018501990802495972 0.0074434106277343533 -0.0020751045113339985 -0.0094978552862028508 -0.004351141109416836
leaf_weight=60 69 86 80 59 83 75 2235 69 66 76
leaf_count=60 69 86 80 59 83 75 2235 69 66 76
internal_value=0 0.0075453 0.00801217 0.00770054 0.00742142 0.00776302 0.00742141 0.00715757 -0.00430409 -0.000112403
internal_weight=0 2823 2661 2581 2521 2438 2363 2304 135 162
internal_count=2958 2823 2661 2581 2521 2438 2363 2304 135 162
is_linear=0
shrinkage=0.16829


Tree=5632
num_leaves=17
num_cat=0
split_feature=3 123 0 48 15 0 0 4 4 4 484 0 3 12 12 159
split_gain=0.448201 0.375182 0.202009 0.188546 0.234606 0.247986 0.229669 0.314619 0.442081 0.217775 0.229918 0.19594 0.165725 0.164441 0.107362 0.0931505
threshold=0.31316500000000008 0.09394000000000001 0.14054500000000003 -0.089609999999999981 0.10028500000000001 -0.08237499999999999 -0.066734999999999975 -0.39175499999999991 -0.049279999999999997 -0.085594999999999991 -0.042224999999999992 -0.086274999999999977 0.41720500000000005 0.08622500000000001 0.09358000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 9 13 -9 11 -11 -5 -2 -8 -7 -16
right_child=12 -3 -4 4 5 14 7 8 -10 10 -12 -13 -14 -15 15 -17
leaf_value=0.015518441424598404 -0.0097008944380561016 -0.0064713566338086463 0.01591144609188944 0.017693618291717422 -0.0073793789555485359 0.010936756029610566 0.014851305083409868 -0.014222243527634409 0.0029798905561713011 0.0020713439869973638 0.0075003489775938804 0.0083395498810768433 0.0028320316288500741 0.0031293485182488714 0.0071078149203749625 -0.0020248293527991407
leaf_weight=62 68 64 64 101 69 52 76 52 227 262 1443 174 53 62 55 74
leaf_count=62 68 64 64 101 69 52 76 52 227 262 1443 174 53 62 55 74
internal_value=0 0.00625349 0.00654782 0.00632594 0.00610995 0.00119532 0.00662178 0.00302493 -0.000219803 0.0073784 0.00666715 0.0117816 -0.00419642 0.00959794 0.00447405 0.00185501
internal_weight=0 2837 2773 2709 2647 250 2397 417 279 1980 1705 275 121 138 181 129
internal_count=2958 2837 2773 2709 2647 250 2397 417 279 1980 1705 275 121 138 181 129
is_linear=0
shrinkage=0.16829


Tree=5633
num_leaves=35
num_cat=0
split_feature=1 1 12 2 10 1 457 39 2 12 0 2 4 12 16 16 0 1455 43 4 12 12 151 4 474 13 1 1211 13 42 13 1 4 0
split_gain=23.9074 5.6737 4.3235 3.1429 2.0741 1.31179 1.72557 1.22047 1.15753 1.15002 1.27946 1.149 1.02553 0.796341 0.590968 0.580941 0.547919 0.525825 0.445053 0.373997 0.344304 0.342016 0.335869 0.320923 0.273461 0.256965 0.234271 0.226901 0.191272 0.170532 0.176672 0.128536 0.122264 0.105157
threshold=0.10373000000000002 0.13257000000000002 0.088365000000000013 0.10510500000000002 -0.020369999999999996 0.087055000000000007 0.048350000000000011 0.08955500000000001 0.13084500000000002 0.088845000000000021 -0.067969999999999989 -1.0000000180025095e-35 0.046185000000000004 0.085465000000000013 -0.094469999999999985 0.0054050000000000009 -0.15445999999999996 0.086000000000000007 -0.076949999999999977 -0.075819999999999985 0.089585000000000012 0.095775000000000013 -0.082164999999999988 0.27420500000000009 0.086870000000000017 -0.052124999999999998 0.090485000000000024 0.076895000000000019 -0.053249999999999999 -0.086849999999999997 -0.021089999999999994 0.094090000000000021 0.032770000000000001 -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 2 2 2 2 2 2
left_child=3 2 11 5 -3 9 14 -6 13 16 19 -2 -4 -5 -7 22 -1 24 20 29 -16 -15 -13 -24 27 31 -27 -18 -23 -11 -31 -20 33 -21
right_child=1 4 12 8 7 6 -8 -9 -10 10 -12 15 -14 21 18 -17 17 -19 25 32 -22 28 23 -25 -26 26 -28 -29 -30 30 -32 -33 -34 -35
leaf_value=0.002297944407925555 0.00065129082239551953 0.00017247896511882194 0.0020084355498109505 0.0012567887807971036 0.0011125183797873121 0.0014893052419027838 0.0012494207844667674 0.00052408304709587175 0.0010863698791764866 0.0021306368679985493 0.0013358752674934565 0.0013083942768749811 0.0015002391541879202 0.0019142654976888618 0.001481404520249179 0.0014966153032914126 0.0020030644459659449 0.001670046430547908 0.0017257371421719749 0.0019094316095583559 0.0018525889936086718 0.0017666844355430349 0.0011642052265902058 0.00081500236459662665 0.0017863946852530429 0.0018581569998388455 0.0021365941368987917 0.0022295377598183543 0.0014936735813976417 0.0020426674846045047 0.0017878529433876177 0.0019487969058084691 0.0016549187175548942 0.0017628142207186735
leaf_weight=65 54 60 85 53 102 55 69 62 56 61 56 56 90 65 52 52 691 57 73 105 61 52 60 57 62 57 89 55 68 61 66 53 62 136
leaf_count=65 54 60 85 53 102 55 69 62 56 61 56 56 90 65 52 52 691 57 73 105 61 52 60 57 62 57 89 55 68 61 66 53 62 136
internal_value=0 0.00112824 0.00134036 0.00183418 0.000698166 0.00188139 0.00173624 0.000890276 0.00151514 0.00193139 0.00181066 0.00108499 0.00174728 0.00161588 0.0018125 0.00118892 0.00200236 0.00198011 0.00185858 0.00186473 0.00168209 0.00171857 0.00109623 0.000994382 0.00200194 0.00193177 0.00202813 0.00201981 0.00161227 0.00198213 0.00191052 0.00181984 0.00179178 0.00182684
internal_weight=0 678 454 2280 224 1986 509 164 294 1477 547 279 175 238 440 225 930 865 385 491 113 185 173 117 808 272 146 746 120 188 127 126 303 241
internal_count=2958 678 454 2280 224 1986 509 164 294 1477 547 279 175 238 440 225 930 865 385 491 113 185 173 117 808 272 146 746 120 188 127 126 303 241
is_linear=0
shrinkage=0.0032998


Tree=5634
num_leaves=17
num_cat=0
split_feature=10 10 12 3 160 4 3 1 12 12 11 1 484 1454 43 13
split_gain=0.386343 0.308138 0.334932 0.194709 0.216602 0.30569 0.265328 0.208063 0.30261 0.202305 0.23627 0.327592 0.173615 0.160866 0.174177 0.169469
threshold=-0.089679999999999982 0.057650000000000007 -0.14392999999999997 -0.046079999999999989 0.051580000000000008 -0.0088849999999999988 -0.018854999999999997 1.0000000180025095e-35 -0.0089849999999999982 0.087745000000000004 1.0000000180025095e-35 0.089150000000000021 -0.081534999999999982 0.080340000000000009 -0.46052499999999996 -0.004409999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 6 -6 -5 -8 -9 10 11 12 -4 14 -11 -16
right_child=1 -3 3 4 5 -7 7 8 -10 13 -12 -13 -14 -15 15 -17
leaf_value=-0.0042924293161444999 0.018835171642188273 -0.003990991878962272 0.0037902529941930777 -0.0085155557078031054 0.019921190268039412 0.0038084954162322516 -0.0063245044516806919 -0.0025832329515721045 0.0080981560748865818 -0.0030333622991496603 0.019520386907976136 -0.0041255865624049929 0.010891811668970354 -0.0031397094197131168 0.0054955467123998618 0.0098397314252442383
leaf_weight=97 64 77 120 58 52 94 52 105 262 53 61 53 540 52 853 365
leaf_count=97 64 77 120 58 52 94 52 105 262 53 61 53 540 52 853 365
internal_value=0 0.00649605 0.00678675 0.0065026 0.00388412 0.00955957 0.00214321 0.00362294 0.00503728 0.00727967 0.00944482 0.0085803 0.00960334 0.00601162 0.00638744 0.00679885
internal_weight=0 2861 2784 2720 623 146 477 419 367 2097 774 713 660 1323 1271 1218
internal_count=2958 2861 2784 2720 623 146 477 419 367 2097 774 713 660 1323 1271 1218
is_linear=0
shrinkage=0.16829


Tree=5635
num_leaves=29
num_cat=0
split_feature=1 2 4 2 150 1 150 1 48 1 2 156 2 1455 4 43 43 40 1 43 1 1 1 1 42 50 4 42
split_gain=24.585 4.11672 2.33262 2.25923 1.41228 1.15225 1.0671 1.46291 0.740604 0.700663 0.687696 0.620215 0.594436 0.625773 0.474898 0.474356 0.440874 0.417195 0.723506 0.337842 0.280634 0.257184 0.178007 0.393097 0.264536 0.235836 0.234896 0.231216
threshold=0.10575500000000002 0.14132000000000003 0.31392000000000003 0.08895500000000002 0.077110000000000012 0.092845000000000025 0.082085000000000019 0.08864000000000001 0.014805 0.12000500000000001 0.17553000000000005 0.091075000000000017 0.13154000000000002 0.087755000000000014 -0.14595999999999995 -0.034774999999999993 -0.069134999999999988 -0.034699999999999988 0.09717000000000002 -0.079409999999999994 0.083250000000000005 0.097070000000000004 0.082295000000000021 0.088135000000000005 0.090600000000000014 0.083090000000000011 -0.00076499999999999995 0.08845500000000002
decision_type=2 2 2 2 2 2 2 2 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 11 12 -8 15 -4 -3 14 13 17 -1 -2 -11 -5 20 -7 -19 -21 24 25 26 -24 -16 -25
right_child=1 10 9 6 -6 19 7 -9 -10 16 -12 -13 -14 -15 22 -17 -18 18 -20 21 -22 -23 23 27 -26 -27 -28 -29
leaf_value=0.0021994989481884599 0.0014025276308907875 0.00069232788969302483 0.0010816239874565136 0.0013766790101742928 0.00090834053988942494 0.0013694091691188576 0.0017017034058161877 0.00093829151130547382 0.0011289013584007918 0.00046372986672453407 0.00019739052635196216 0.0015187501942419148 0.0013157072025669378 0.0019761155695007591 0.0018608308832151576 0.0017652140529593571 0.00087485345653547173 0.0016624947642818633 0.0020030003469992423 0.0017917795386433778 0.0014273132984371215 0.0014987545459110604 0.0014892479612184546 0.0019887571480661495 0.002121770132683499 0.0018016923018975633 0.0020815703880255991 0.0017408097400422433
leaf_weight=52 89 64 89 57 69 54 54 56 58 52 59 53 53 72 582 73 64 638 67 89 63 55 56 115 57 54 61 69
leaf_count=52 89 64 89 57 69 54 54 56 58 52 59 53 53 72 582 73 64 638 67 89 63 55 56 115 57 54 61 69
internal_value=0 0.000995856 0.0011304 0.00173591 0.0013216 0.00182848 0.0016226 0.00131338 0.00145106 0.000860681 0.000455205 0.00187041 0.00165837 0.00167858 0.0018882 0.00156618 0.00069086 0.00165257 0.001673 0.00159555 0.00164141 0.0016801 0.00187188 0.00180142 0.00190142 0.00164295 0.00188183 0.00189597
internal_weight=0 617 494 2357 289 1297 1060 110 220 205 123 1099 950 897 1046 162 116 825 768 198 701 144 994 294 700 110 643 184
internal_count=2974 617 494 2357 289 1297 1060 110 220 205 123 1099 950 897 1046 162 116 825 768 198 701 144 994 294 700 110 643 184
is_linear=0
shrinkage=0.0032998


Tree=5636
num_leaves=15
num_cat=0
split_feature=0 457 0 0 2 13 49 457 49 15 49 0 16 0
split_gain=0.488869 0.576186 0.411288 0.359085 0.317912 0.245358 0.236642 0.197596 0.185061 0.195179 0.169812 0.274964 0.138795 0.150581
threshold=-0.12851999999999997 0.094310000000000019 -0.14164999999999997 -0.10726999999999999 -0.15154999999999999 -0.096079999999999985 0.087055000000000007 0.096135000000000012 0.13087000000000001 -0.45371999999999996 -0.14644499999999996 0.0088250000000000012 -0.0042299999999999994 -0.16926499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -2 12 8 9 -6 -11 -12 13 -1
right_child=3 -3 -4 4 7 -7 -8 -9 -10 10 11 -13 -14 -15
leaf_value=0.011187105485660355 0.024420623397044039 -0.015421546928676673 -0.0084326423333388398 -0.0054888113757377279 -0.00081375742730378103 0.0086690519149687645 -0.0026012942472550976 0.017494432496820689 -0.00061526085903688987 -0.001002932317056091 0.0072223620359898027 0.013885024206904507 0.016253658941949627 0.0015047974541255796
leaf_weight=93 57 52 67 57 81 56 68 52 87 63 1904 194 53 90
leaf_count=93 57 52 67 57 81 56 68 52 87 63 1904 194 53 90
internal_value=0 0.00116237 0.00349165 0.00734486 0.00691374 0.0166304 0.00612561 0.00721141 0.00698104 0.00727662 0.0075807 0.00783931 0.00864775 0.00643513
internal_weight=0 423 371 2551 2438 113 304 2381 2329 2242 2161 2098 236 183
internal_count=2974 423 371 2551 2438 113 304 2381 2329 2242 2161 2098 236 183
is_linear=0
shrinkage=0.16829


Tree=5637
num_leaves=19
num_cat=0
split_feature=1 10 124 15 150 151 1 0 51 160 34 1429 13 160 51 1 15 51
split_gain=23.2929 2.7877 2.29851 2.19809 3.46263 1.03826 1.02243 0.843959 0.595112 0.539272 0.519587 0.467948 0.463236 0.686584 0.421437 0.619193 0.29666 0.262734
threshold=0.10575500000000002 -0.16491499999999995 -1.0000000180025095e-35 -0.080264999999999989 0.087075000000000027 0.053170000000000002 0.092755000000000018 0.12583000000000003 -0.031924999999999995 -0.53864499999999993 -0.028269999999999997 0.08783500000000001 -0.077869999999999981 -0.07163499999999999 -0.047864999999999991 0.11417500000000001 -0.41725999999999991 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 10 8 7 -1 9 -5 -4 -3 12 17 -14 -12 -16 -17 -11
right_child=1 3 5 4 -6 -7 -8 -9 -10 11 14 -13 13 -15 15 16 -18 -19
leaf_value=0.0014359212203586215 0.00015851831367112286 0.00045403874881469686 0.0019031318902283797 0.0015760396297538537 0.00047780742189225671 0.001237334839921814 0.00077926984031424882 0.0012144514836439787 0.0012029215589069451 0.0019104778699365207 0.0005645853509702065 0.0013520931016627578 0.0014091555493899786 0.0016271554445852863 0.0011712545875626739 0.00092214177431516799 0.00061897622993803869 0.0016799092752274359
leaf_weight=52 55 53 80 94 60 79 52 54 95 61 58 68 189 1029 59 70 73 693
leaf_count=52 55 53 80 94 60 79 52 54 95 61 58 68 189 1029 59 70 73 693
internal_value=0 0.000868304 0.00158864 0.000937704 0.00116933 0.00161081 0.00110793 0.00162437 0.00138868 0.00163479 0.000753323 0.00162425 0.00163362 0.00159336 0.000814196 0.000885691 0.000767625 0.00169861
internal_weight=0 617 2357 562 249 2253 104 2174 189 2120 313 2040 1972 1218 260 202 143 754
internal_count=2974 617 2357 562 249 2253 104 2174 189 2120 313 2040 1972 1218 260 202 143 754
is_linear=0
shrinkage=0.0032998


Tree=5638
num_leaves=24
num_cat=0
split_feature=1 1 12 123 4 12 1 47 13 13 4 43 43 52 15 15 157 0 4 43 402 13 16
split_gain=20.216 2.86578 2.46517 1.9496 1.20367 0.993372 0.991411 0.684243 0.679463 0.641793 0.75523 0.679316 0.554397 0.602593 0.484357 0.416543 0.414366 0.374838 0.407426 0.356329 0.260037 0.223103 0.21393
threshold=0.10442000000000001 0.13276500000000002 0.085075000000000026 0.080635000000000012 0.24099500000000004 0.11878500000000002 0.15099500000000002 0.11114000000000002 -0.071564999999999976 -0.077869999999999981 -0.078249999999999986 -0.09361499999999999 -0.062434999999999997 -1.0000000180025095e-35 -0.015824999999999995 -0.12431499999999999 -0.06266999999999999 -0.014989999999999998 -0.50393499999999991 -0.0060749999999999997 -0.011954999999999999 -0.081659999999999996 -0.075724999999999987
decision_type=2 2 2 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 14 7 8 9 -3 11 17 -1 -2 -14 -4 -12 -17 22 -19 21 -21 -13 -11
right_child=1 6 4 -5 -6 -7 -8 -9 -10 10 15 19 13 -15 -16 16 -18 18 -20 20 -22 -23 -24
leaf_value=0.0019671630492134077 0.00060225917387540914 0.00047819431533599547 0.0012813490695213466 0.001024053170579189 0.00088302271112529972 0.0011672898112620811 0.00018023797925376407 0.0011603430348424339 0.00092215559489621803 0.0015867010353788832 0.0016280986969452111 0.0016696085554941231 0.0011717496435590365 0.00074387623688230043 0.0016972691897990438 0.0011562192937272973 0.0014223249204084007 0.0016207018672769501 0.001219611316701316 0.0016963186483695981 0.0014287393512925975 0.0014896985868165695 0.0017572863523619899
leaf_weight=57 103 85 67 89 54 83 62 52 68 366 93 456 61 89 58 75 493 54 59 52 194 95 109
leaf_count=57 103 85 67 89 54 83 62 52 68 366 93 456 61 89 58 75 493 54 59 52 194 95 109
internal_value=0 0.000844667 0.000999689 0.00150422 0.00129634 0.0015233 0.000533015 0.00153699 0.000675741 0.00154629 0.00149824 0.00161653 0.000789664 0.000918113 0.00147462 0.00142119 0.00138725 0.00158479 0.00141159 0.00159141 0.00148544 0.00163865 0.00162592
internal_weight=0 647 432 2327 179 2238 215 2155 153 2103 1249 854 253 150 125 661 568 588 113 797 246 551 475
internal_count=2974 647 432 2327 179 2238 215 2155 153 2103 1249 854 253 150 125 661 568 588 113 797 246 551 475
is_linear=0
shrinkage=0.0032998


Tree=5639
num_leaves=27
num_cat=0
split_feature=12 2 13 2 52 2 457 2 2 13 160 12 13 0 13 52 0 2 13 482 12 0 12 2 12 0
split_gain=11.8968 5.03277 3.39761 2.24914 1.3476 1.34464 1.05461 0.993614 1.03032 0.797656 0.567496 0.491167 0.445351 0.445298 0.32597 0.43023 0.2895 0.5355 0.283528 0.285982 0.255054 0.42932 0.207935 0.237727 0.167519 0.105578
threshold=0.078120000000000009 0.13501500000000002 -0.00027999999999999998 0.10859000000000001 1.0000000180025095e-35 0.097005000000000022 0.085510000000000017 -0.040939999999999997 0.10384 -0.094609999999999986 -1.0000000180025095e-35 0.10082000000000001 -0.27740999999999993 -0.08824499999999999 -0.077944999999999987 -0.54340999999999984 -0.024974999999999997 0.085730000000000015 0.10474000000000001 0.098715000000000011 0.082795000000000021 -0.10726999999999999 0.11466500000000002 0.085585000000000008 0.096315000000000026 -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
left_child=2 5 4 6 7 11 16 -1 -9 -7 -5 18 -10 -6 -11 -16 17 -4 19 20 -2 -22 23 -13 -17 -26
right_child=1 -3 3 10 13 9 -8 8 12 14 -12 22 -14 -15 15 24 -18 -19 -20 -21 21 -23 -24 -25 25 -27
leaf_value=0.00017367770551078037 0.001274858570804517 0.00053332568424771195 0.0017746306367641144 0.0010647064454730533 0.0012162140531935572 0.00089355186215843527 0.0009183958554917211 0.00094729281955397001 0.00029312810387004199 0.0015571561238978467 0.00062915132302416329 0.001072871213900248 0.00066439458583812281 0.00079873891491208198 0.001515361439395319 0.0010536667036086934 0.0012575814524415868 0.0013442503837102987 0.0012392986523474287 0.0012703146641728949 0.0017649276066402507 0.0014964636232854503 0.0014674649077216692 0.0013716065562791239 0.0013271857538387154 0.0011648367913830483
leaf_weight=52 54 72 56 54 58 58 55 94 63 52 84 62 81 55 64 60 67 75 52 63 70 1268 55 58 110 82
leaf_count=52 54 72 56 54 58 58 55 94 63 52 84 62 81 55 64 60 67 75 52 63 70 1268 55 58 110 82
internal_value=0 0.001392 0.000920062 0.00113935 0.000707213 0.00142131 0.0013244 0.000587812 0.000678147 0.00125513 0.000799841 0.00146338 0.00050221 0.00101333 0.00131202 0.00127157 0.001437 0.0015285 0.00148276 0.00149144 0.00150142 0.00151054 0.0012963 0.00121755 0.00120951 0.00125803
internal_weight=0 2180 794 391 403 2108 253 290 238 426 138 1682 144 113 368 316 198 131 1507 1455 1392 1338 175 120 252 192
internal_count=2974 2180 794 391 403 2108 253 290 238 426 138 1682 144 113 368 316 198 131 1507 1455 1392 1338 175 120 252 192
is_linear=0
shrinkage=0.0032998


Tree=5640
num_leaves=20
num_cat=0
split_feature=2 4 41 1 4 2 2 2 0 43 43 0 42 42 4 0 4 4 2
split_gain=0.719389 0.323598 0.458843 0.380908 0.301173 0.374963 0.470624 0.346064 0.211766 0.207494 0.210578 0.236596 0.195301 0.176086 0.163122 0.159904 0.15245 0.12734 0.195471
threshold=0.25063000000000007 -0.51323499999999989 0.083975000000000008 0.096035000000000023 -0.15366499999999997 0.088135000000000005 -1.0000000180025095e-35 0.10709500000000001 -0.055729999999999995 -0.095964999999999981 -0.091499999999999984 -0.034759999999999992 0.086510000000000017 0.11929000000000002 -0.49010499999999996 -0.091399999999999995 0.074650000000000008 -0.027724999999999996 0.089125000000000024
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 14 6 8 -7 -6 15 -11 13 -8 -12 -5 -3 -9 18 -17
right_child=-2 2 -4 4 5 7 12 16 -10 10 11 -13 -14 -15 -16 17 -18 -19 -20
leaf_value=-0.0047904099739243897 -0.010784146424951232 0.021187481472055448 0.019733157923585244 0.0065977086089473811 -0.0067985925864421544 -0.012641639263719504 0.01961179933877143 -0.0045866767502995452 0.0063968537063621971 -0.0016774556432263784 0.0095203826375676107 0.00014306666403120168 0.0085621947578680344 -0.00040906903680673645 0.019524704314696089 0.0090192110258980329 0.0043736590053798244 0.0048279016548763458 0.020926374858686161
leaf_weight=55 59 58 95 59 72 58 68 76 66 57 1490 87 139 52 53 100 183 64 65
leaf_count=55 59 58 95 59 72 58 68 76 66 57 1490 87 139 52 53 100 183 64 65
internal_value=0 0.00797445 0.00822211 0.00782337 0.00465463 0.00328553 0.00712533 -0.00088777 -0.000474708 0.00906554 0.00835061 0.00870261 0.0122007 0.00918437 0.012731 0.0132592 0.00173743 0.0112433 0.0137208
internal_weight=0 2897 2842 2747 774 662 345 317 138 1973 1686 1629 207 1542 112 287 259 229 165
internal_count=2956 2897 2842 2747 774 662 345 317 138 1973 1686 1629 207 1542 112 287 259 229 165
is_linear=0
shrinkage=0.16829


Tree=5641
num_leaves=18
num_cat=0
split_feature=39 13 14 42 43 14 16 13 49 457 51 13 43 13 47 133 42
split_gain=5.76243 5.24733 1.92599 1.41211 1.34948 1.23969 1.06153 0.499093 0.462378 0.461085 0.488926 0.713362 0.322514 0.312934 0.277397 0.234287 0.184947
threshold=0.0039300000000000003 -0.17030499999999998 -0.31893999999999995 -1.0000000180025095e-35 0.034420000000000006 0.073890000000000011 -0.33811499999999994 -0.087809999999999985 1.0000000180025095e-35 0.035070000000000011 0.098910000000000012 -0.078439999999999996 -0.052849999999999994 -0.0083299999999999989 0.11414000000000001 0.087045000000000025 0.093030000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 -1 6 8 -5 13 10 14 -12 -11 -4 -8 16 -9
right_child=3 2 5 7 -6 -7 9 15 -10 12 11 -13 -14 -15 -16 -17 -18
leaf_value=0.00028470803201372907 0.0011565924243961518 0.0005524054127661682 0.0010203414714336297 0.00081678244099745378 0.00094926379108272894 0.0015766952622724623 0.0012416798643792009 0.00075606048860957849 0.0011770348607352819 0.0011551874121988495 0.0013530591367930296 0.00089131512482041968 0.00083828792545517414 0.00071107229111181107 0.0010267235754487763 0.00039833605778417626 0.00048498057611731611
leaf_weight=90 61 52 67 86 53 90 1712 56 73 86 55 111 61 79 70 98 56
leaf_count=90 61 52 67 86 53 90 1712 56 73 86 55 111 61 79 70 98 56
internal_value=0 0.00114617 0.00118196 0.0006988 0.000531258 0.00119557 0.00118073 0.000604339 0.000961332 0.00120365 0.00121719 0.00104451 0.00102392 0.000853239 0.00123326 0.00051717 0.000620835
internal_weight=0 2599 2456 357 143 2404 2314 296 219 2095 1948 166 147 146 1782 210 112
internal_count=2956 2599 2456 357 143 2404 2314 296 219 2095 1948 166 147 146 1782 210 112
is_linear=0
shrinkage=0.0032998


Tree=5642
num_leaves=31
num_cat=0
split_feature=4 3 3 43 43 3 0 43 43 13 3 3 16 0 4 3 15 16 475 12 484 16 4 43 0 0 13 3 13 15
split_gain=23.5944 10.0861 3.62803 4.0167 2.00175 1.86935 1.63307 1.55252 1.22524 1.11833 0.829493 0.863761 0.828861 0.823422 0.682752 0.880693 0.644874 0.336884 0.332921 0.310125 0.302772 0.300812 0.282607 0.277276 0.203187 0.295695 0.179434 0.189777 0.132428 0.126991
threshold=0.31392000000000003 -0.063889999999999988 0.28833000000000003 -0.035884999999999993 -0.23538999999999996 0.17351000000000003 -0.076589999999999978 -0.049999999999999996 -0.14968999999999996 -0.026489999999999996 0.10661500000000002 -0.011629999999999998 -0.42170999999999997 -0.14920999999999998 -0.46195999999999998 -0.10337499999999998 -0.031624999999999993 -0.49353499999999995 -0.017224999999999997 0.090455000000000021 0.081175000000000011 -0.0094449999999999968 -0.078549999999999995 0.060690000000000008 -0.10594499999999998 -0.086134999999999975 -0.077274999999999996 -0.082354999999999984 0.041960000000000004 -0.097454999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -3 7 13 17 -8 -6 11 -5 -9 -1 -10 -16 29 -2 20 24 21 -15 28 -24 -20 -26 -17 -28 -21 -13
right_child=5 2 -4 10 9 -7 8 12 14 -11 -12 16 -14 18 15 26 -18 -19 19 22 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.0021686853425273 0.00067865227549049052 0.0015278287686039367 0.00052449153832084491 0.0013144539125236594 0.0011330840994896927 0.00015529967603899016 0.0010876958562448813 0.0012191452627813724 0.0019145192428008391 0.00059358003523870661 0.0012762082557394806 0.0016979007264276218 0.00070929146201613371 0.0015814478911731669 0.0011657421804871487 0.0018119120161998452 0.0019601147181561233 0.00031493197305045955 0.0016222461010451611 0.0019678054993603491 0.0014891776126247213 0.0019238002697274745 0.0017071555143955031 0.0014418681678880802 0.0019142590893863761 0.0017792370461138772 0.0017311620846295834 0.0015451465538082209 0.0017283097878922869 0.0014658367362715883
leaf_weight=59 55 58 67 65 72 64 52 86 75 101 88 56 59 58 52 52 92 57 52 58 85 58 218 56 342 397 87 228 52 55
leaf_count=59 55 58 67 65 72 64 52 86 75 101 88 56 59 58 52 52 92 57 52 58 85 58 218 56 342 397 87 228 52 55
internal_value=0 0.00160834 0.00125283 0.0013359 0.000996615 0.000660597 0.00172569 0.000786293 0.00157155 0.000818317 0.00155596 0.00164768 0.00101193 0.00178431 0.00162241 0.00157004 0.00175421 0.000493859 0.00176781 0.00178937 0.00164157 0.00175293 0.00171098 0.00165306 0.00182738 0.00184177 0.00162723 0.00159663 0.00185491 0.00158323
internal_weight=0 2635 654 587 231 321 1981 257 546 173 356 268 145 1435 494 419 203 112 1376 1175 201 116 384 274 791 739 367 315 110 111
internal_count=2956 2635 654 587 231 321 1981 257 546 173 356 268 145 1435 494 419 203 112 1376 1175 201 116 384 274 791 739 367 315 110 111
is_linear=0
shrinkage=0.0032998


Tree=5643
num_leaves=31
num_cat=0
split_feature=1 52 1 52 2 10 13 2 2 0 15 2 1 43 156 15 52 2 4 133 133 159 133 43 13 1 15 52 156 2
split_gain=40.6156 8.86341 6.20617 3.76025 2.97553 2.83037 1.86035 1.65507 1.99876 1.40782 2.45547 1.04308 0.90815 0.840662 0.703914 0.427015 0.416621 0.385783 0.348009 0.305801 0.413854 0.304835 0.297636 0.253842 0.242424 0.171325 0.0972516 0.0740335 0.0670379 0.0473901
threshold=0.10075500000000003 -0.40011499999999994 0.12646500000000002 0.19121000000000002 0.099845000000000003 -0.063134999999999983 -1.0000000180025095e-35 0.09036000000000001 -1.0000000180025095e-35 -0.14867499999999997 -1.0000000180025095e-35 0.13084500000000002 0.091280000000000014 -0.0005399999999999999 0.086860000000000007 -0.011244999999999998 0.40945500000000007 0.091235000000000024 -0.085669999999999982 0.046800000000000008 -0.0024649999999999997 0.011235000000000002 0.094525000000000012 -0.079614999999999977 -0.091559999999999989 0.11198000000000001 0.097415000000000015 -0.021309999999999996 0.10792500000000001 0.10803500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 28 3 7 9 -4 24 8 -3 10 -1 19 14 -9 16 27 17 18 -11 20 -6 -19 -21 -14 -7 -15 -25 -16 -2 -22
right_child=1 2 5 -5 11 6 -8 13 -10 12 -12 -13 23 25 15 -17 -18 21 -20 22 29 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0021380475465097907 0.0020546413026095315 0.0011957780008607479 0.00010398734668793421 0.0021520745794134724 0.0020270910145400345 0.0008030739411718481 0.0013222057002008267 0.00083154184063620299 0.0020281486942214737 0.0023948988150774772 0.0030240487962435851 0.0014613310707984658 0.0017636963745516171 0.00138209302067993 0.0020161792996410736 0.0017406357786236314 0.0019658494308788352 0.002064120297006867 0.0022378246112115439 0.0022703326585293833 0.0017996174092909626 0.0023322734552306589 0.0019482319945528393 0.0021068700839552883 0.00050368229586338661 0.0011365217706188954 0.0019158073359327296 0.0022078285991598487 0.002236136956167816 0.0016437966530799309
leaf_weight=80 54 76 62 58 94 62 75 93 54 203 60 56 55 57 52 52 66 206 757 53 52 63 85 87 58 75 53 52 53 53
leaf_count=80 54 76 62 58 94 62 75 93 54 203 60 56 55 57 52 52 66 206 757 53 52 63 85 87 58 75 53 52 53 53
internal_value=0 0.0012626 0.00112165 0.00137227 0.00214145 0.000718765 0.000914052 0.00124477 0.0015418 0.00219877 0.00251801 0.00188088 0.00217159 0.00107299 0.0022002 0.00198867 0.00222566 0.00223958 0.00227108 0.00195049 0.00186592 0.00212705 0.00207219 0.00195851 0.000658662 0.00124283 0.00203479 0.00211234 0.00214487 0.0017213
internal_weight=0 777 670 413 2179 257 195 355 130 1786 140 393 1646 225 1451 156 1295 1229 960 337 199 269 138 195 120 132 140 104 107 105
internal_count=2956 777 670 413 2179 257 195 355 130 1786 140 393 1646 225 1451 156 1295 1229 960 337 199 269 138 195 120 132 140 104 107 105
is_linear=0
shrinkage=0.0032998


Tree=5644
num_leaves=19
num_cat=0
split_feature=2 3 42 3 4 16 0 0 0 2 158 480 1455 3 4 1456 1 3
split_gain=0.696492 0.347691 0.452748 0.254666 0.274173 0.361693 0.323268 0.309026 0.294755 0.242844 0.231696 0.248162 0.269019 0.204495 0.272988 0.199142 0.190549 0.0738004
threshold=0.25063000000000007 -0.06533499999999999 -0.032499999999999994 -0.0048549999999999991 -0.029404999999999997 0.0011450000000000004 -0.028049999999999995 -0.23043999999999995 -0.094139999999999988 -0.087809999999999985 0.11714000000000001 -0.060589999999999998 -0.092779999999999987 -0.046079999999999989 -0.011369999999999998 -0.065224999999999991 0.096315000000000026 -0.027864999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 17 13 6 7 -5 -6 -9 -1 11 -11 -13 -4 -15 -14 -17 -3
right_child=-2 2 3 4 5 -7 -8 8 -10 10 -12 12 15 14 -16 16 -18 -19
leaf_value=0.02216903138366496 -0.0084387026572458404 0.011934777818462946 0.0083567466479417488 0.021003440967683317 0.015920553062833392 -0.0073096659403666386 0.0043725855197704966 0.00055930904646379366 0.015112939215104365 -0.0006343840303046455 0.021409397738825393 -0.00065917075758039874 0.018468469019143931 -0.01191349198826154 0.0026769143428627016 0.011528387625520557 0.0063424535015892307 0.020193227458007692
leaf_weight=56 59 58 72 80 88 55 57 164 52 54 58 55 103 56 103 1483 234 69
leaf_count=56 59 58 72 80 88 55 57 164 52 54 58 55 103 56 103 1483 234 69
internal_value=0 0.0100151 0.00715769 0.00553443 0.00768443 0.00523224 0.0140971 0.00750724 0.00407128 0.0112087 0.0108989 0.0105819 0.0109059 0.000910183 -0.00245055 0.0112564 0.0108227 0.0164358
internal_weight=0 2897 854 727 496 359 137 304 216 2043 1987 1929 1875 231 159 1820 1717 127
internal_count=2956 2897 854 727 496 359 137 304 216 2043 1987 1929 1875 231 159 1820 1717 127
is_linear=0
shrinkage=0.16829


Tree=5645
num_leaves=28
num_cat=0
split_feature=1 0 1 52 12 42 52 15 155 0 51 1 43 51 403 52 15 1 401 3 52 42 12 3 12 42 52
split_gain=0.743372 0.423667 0.293382 0.513945 0.497255 0.458191 0.351 0.299271 0.279129 0.259875 0.229014 0.249736 0.235668 0.176102 0.163179 0.183197 0.147039 0.156423 0.131877 0.143257 0.201206 0.102087 0.0984085 0.0934987 0.083267 0.0751778 0.137682
threshold=0.121715 -0.00077999999999999999 0.080320000000000016 0.096795000000000006 0.081080000000000013 0.086310000000000012 0.0035300000000000006 -0.052984999999999997 0.090655000000000013 -0.06952499999999999 -0.094084999999999988 0.095920000000000019 -0.082949999999999982 0.084510000000000016 0.10232000000000001 0.087525000000000006 -0.52461999999999986 0.14646500000000004 0.086390000000000008 -0.082474999999999979 0.085730000000000015 0.084645000000000012 -0.064689999999999984 0.085880000000000012 0.090885000000000007 -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 2 2 2 2
left_child=2 16 4 6 7 -5 8 -1 10 14 -4 12 -12 -13 18 -16 -2 22 19 20 -6 -21 -18 -24 -7 -11 -27
right_child=1 -3 3 5 9 24 -8 -9 -10 25 11 13 -14 -15 15 -17 17 -19 -20 21 -22 -23 23 -25 -26 26 -28
leaf_value=0.012803504919586744 -0.0044037892262950139 -0.012515456826014227 -0.0023938418771845141 0.027862347955466358 0.011550817989103221 0.0045720013141965082 -0.0076656001839735177 0.028667706376899277 0.015150388109626945 0.0093470056459454831 0.01763321067920481 0.00075570359987567077 0.0071980036520971208 0.010959394539636435 -0.0021408888435207451 0.011641122030826359 0.0082553767737198313 0.013239927787659287 0.018296472352385702 0.017759061771924843 0.0050841016661809261 0.011726190131151247 -0.0052274853358578463 0.0047672733806636593 0.0138994854263023 0.0082864806410119264 -0.0022846206625264692
leaf_weight=70 53 56 94 58 375 54 53 66 93 58 77 240 308 60 56 53 61 55 74 108 216 320 53 53 56 60 83
leaf_count=70 53 56 94 58 375 54 53 66 93 58 77 240 308 60 56 53 61 55 74 108 216 320 53 53 56 60 83
internal_value=0 0.000819697 0.00928766 0.0071744 0.0107873 0.0157433 0.00561617 0.0205155 0.00642549 0.00984304 0.00538158 0.00645119 0.00928971 0.00280243 0.0107806 0.00454397 0.00354175 0.00544675 0.0114009 0.0108984 0.00919039 0.0132527 0.00286938 -0.000213157 0.00933687 0.00422732 0.00213824
internal_weight=0 331 2632 1093 1539 168 925 136 872 1403 779 685 385 300 1202 109 275 222 1093 1019 591 428 167 106 110 201 143
internal_count=2963 331 2632 1093 1539 168 925 136 872 1403 779 685 385 300 1202 109 275 222 1093 1019 591 428 167 106 110 201 143
is_linear=0
shrinkage=0.16829


Tree=5646
num_leaves=22
num_cat=0
split_feature=1 148 2 2 34 51 12 376 1 48 472 472 43 43 42 48 0 43 12 2 402
split_gain=0.514809 0.271458 0.262483 0.457483 0.343578 0.339572 0.240243 0.19403 0.173043 0.150285 0.130072 0.178182 0.139613 0.185513 0.181062 0.168968 0.470609 0.356713 0.119516 0.104205 0.0668455
threshold=0.10442000000000001 -0.07743499999999999 -1.0000000180025095e-35 1.0000000180025095e-35 -0.082169999999999979 0.013805000000000001 0.095980000000000024 0.083760000000000015 0.13954000000000003 -0.078904999999999989 -0.081794999999999993 -1.0000000180025095e-35 0.00042000000000000007 0.058415000000000009 0.089470000000000008 0.093225000000000016 -0.085264999999999994 -0.48891499999999993 1.0000000180025095e-35 0.12026500000000001 -0.047309999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 4 6 -3 8 -4 9 18 -1 -11 -12 15 20 -15 17 -17 -13 19 -5 -14
right_child=1 2 3 5 -6 -7 -8 -9 -10 10 11 12 13 14 -16 16 -18 -19 -20 -21 -22
leaf_value=0.00057080234446150969 -0.0084661400108318897 0.0069120891773121768 0.022778954939108458 0.0098623292888411346 -0.010852383628671433 0.010795012124717835 0.0080432679672581067 0.018046347741779753 -0.0084974640625302255 0.015985452359457735 -0.0013963653162029099 0.022776116009241901 -0.0042695387916070957 0.0044254392255691742 0.01284493705655841 0.011345323198021237 -0.0087672901673755931 0.0089379019821445201 -0.0049615561321027582 0.00066236111389182889 0.0033427618721185684
leaf_weight=77 55 55 54 57 70 102 76 55 61 59 56 55 53 178 123 82 55 1409 55 91 85
leaf_count=77 55 55 54 57 70 102 76 55 61 59 56 55 53 178 123 82 55 1409 55 91 85
internal_value=0 0.00285547 0.00386108 0.00559926 -0.00302164 0.00254723 0.0141781 0.00814615 -0.000632601 0.00790139 0.00816248 0.00794142 0.00819863 0.00552916 0.00787193 0.00892948 0.0032578 0.00945901 0.00172188 0.00421773 0.000406178
internal_weight=0 676 621 496 125 366 130 2287 264 2232 2155 2096 2040 439 301 1601 137 1464 203 148 138
internal_count=2963 676 621 496 125 366 130 2287 264 2232 2155 2096 2040 439 301 1601 137 1464 203 148 138
is_linear=0
shrinkage=0.16829


Tree=5647
num_leaves=24
num_cat=0
split_feature=1 44 48 51 51 10 43 43 16 150 48 402 49 16 393 43 150 49 1213 132 43 52 16
split_gain=0.383027 0.410528 0.356154 0.524831 0.333034 0.282796 0.33396 0.27938 0.237583 0.225362 0.201045 0.153486 0.175894 0.133922 0.128988 0.147563 0.126203 0.103475 0.117109 0.140256 0.102933 0.0942571 0.0509785
threshold=0.080320000000000016 0.081710000000000019 0.095090000000000022 0.104925 0.099470000000000017 -0.092019999999999977 0.0034500000000000004 0.15834000000000004 -0.39761999999999992 0.10325000000000002 -1.0000000180025095e-35 0.08406000000000001 0.0026050000000000001 -0.0090799999999999995 0.083525000000000016 -0.10945499999999998 0.079335000000000017 -0.010984999999999998 0.104315 0.082230000000000011 -0.010629999999999999 0.047800000000000009 -0.075724999999999987
decision_type=2 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 8 -2 9 22 -4 10 -7 14 13 20 15 21 17 -17 19 -19 -13 -1 -8
right_child=1 -3 4 -5 -6 6 7 -9 -10 -11 -12 12 -14 -15 -16 16 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0086131111255400607 -0.008391257957828897 0.018465583763880612 -0.0068311615472114208 0.017129862777933432 -0.015145710412168171 -0.0051775280554551533 -0.011116017482056793 0.0070128955789020217 0.009024633118530476 0.013156123400155569 0.0050096160517514076 -0.001190890736684571 -0.0047888167704401349 0.013008805587262364 0.015635513388613569 0.00053227580087211485 0.013389675708857832 0.0084209944594186674 -0.0003446627894931876 0.001308443534304253 0.0078209307090896223 0.017457030269134283 -0.0039924384082822466
leaf_weight=68 56 52 53 83 53 59 59 54 54 90 754 71 53 57 66 71 89 779 54 88 72 71 57
leaf_count=68 56 52 53 83 53 59 59 54 54 90 754 71 53 57 66 71 89 779 54 88 72 71 57
internal_value=0 0.00378086 0.00322299 0.0042089 -0.00423403 0.0032574 0.00386702 -0.00296893 0.00115404 0.00515596 0.00426812 0.00761421 0.00381206 0.00610028 0.00836083 0.00796581 0.00729838 0.00675007 0.00722745 0.00770115 0.00333397 0.0131434 -0.00763113
internal_weight=0 1424 1372 1212 160 1129 1073 170 107 903 813 1539 253 200 1286 1220 1081 992 921 867 143 139 116
internal_count=2963 1424 1372 1212 160 1129 1073 170 107 903 813 1539 253 200 1286 1220 1081 992 921 867 143 139 116
is_linear=0
shrinkage=0.16829


Tree=5648
num_leaves=24
num_cat=0
split_feature=1 52 1 12 4 52 1 4 123 160 1 4 2 14 48 481 1 4 4 4 12 2 2
split_gain=17.8203 3.1006 1.63162 1.53459 1.39263 1.38374 0.873227 0.812062 0.779707 0.695869 0.54207 0.537719 0.516247 0.531823 0.46277 0.382696 0.356771 0.339113 0.294603 0.230775 0.177038 0.0607586 0.0397189
threshold=0.10442000000000001 -0.40011499999999994 0.12313000000000002 0.089085000000000011 0.043640000000000005 1.0000000180025095e-35 0.083670000000000008 0.6214050000000001 1.0000000180025095e-35 -1.0000000180025095e-35 0.11215000000000001 0.062600000000000017 0.113445 0.073890000000000011 0.083775000000000002 -0.084709999999999994 0.077845000000000011 -0.017399999999999995 0.42118000000000005 0.064860000000000015 0.087915000000000007 0.088615000000000013 0.11891500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 10 8 6 19 9 12 -4 -3 -5 13 14 15 -1 21 -17 -11 -6 -7 -16 -12
right_child=1 2 7 11 5 20 -8 -9 -10 18 22 -13 -14 -15 16 17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0015765111901803969 0.0013441710405552424 0.00044310939610152318 0.00085945660040004888 0.0013509243507424816 0.00092377327692648328 0.001528199525874703 0.00062665510630820957 0.00010491024609241145 0.00098773339372651881 0.0005481395330193974 0.00084920867086916746 0.00087321270022122145 0.0010936628411701615 0.0016417825059724092 0.0013921998830073385 0.0013317411847307914 0.0010545613294865371 0.0014559294515893893 0.00027267115736126279 0.0012071194665253637 0.0012690923168424439 0.0012584655711053499 0.00071653843508925679
leaf_weight=98 72 99 54 52 55 53 67 62 67 99 53 52 82 73 70 1057 91 320 75 78 70 106 58
leaf_count=98 72 99 54 52 55 53 67 62 67 99 53 52 82 73 70 1057 91 320 75 78 70 106 58
internal_value=0 0.000696478 0.000619211 0.000784176 0.00130643 0.00110502 0.000935096 0.000440472 0.00133954 0.000531567 0.000621455 0.00111241 0.00135194 0.00136359 0.00135192 0.00137499 0.0012243 0.00136063 0.000429606 0.00109021 0.00138103 0.00131186 0.000780203
internal_weight=0 676 604 314 2287 323 200 290 1964 228 210 104 1897 1815 1742 1475 267 1377 174 133 123 176 111
internal_count=2963 676 604 314 2287 323 200 290 1964 228 210 104 1897 1815 1742 1475 267 1377 174 133 123 176 111
is_linear=0
shrinkage=0.0032998


Tree=5649
num_leaves=23
num_cat=0
split_feature=1 1 16 47 40 10 13 16 447 48 16 1447 13 133 48 51 51 1 41 16 155 13
split_gain=28.6804 5.49369 2.54778 2.34489 1.20945 1.10462 0.9121 0.807742 0.518311 0.544762 0.739178 0.657982 0.417889 0.377997 0.389589 0.287377 0.91567 0.326812 0.230119 0.218361 0.216852 0.17838
threshold=0.10575500000000002 0.12313000000000002 0.24100000000000002 0.120245 -0.077194999999999986 -0.063134999999999983 -1.0000000180025095e-35 -0.43279999999999996 0.086460000000000023 0.093225000000000016 0.0054050000000000009 -0.08292999999999999 -0.083999999999999977 0.048695000000000009 0.091600000000000015 -0.09021499999999999 -0.10998999999999999 0.098715000000000011 0.075585000000000013 -0.042884999999999993 0.082265000000000019 -0.0021099999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 13 5 -1 -3 7 -7 9 11 19 12 -6 14 21 16 20 18 -17 -11 -13 -2
right_child=1 3 -4 -5 8 6 -8 -9 -10 10 -12 15 -14 -15 -16 17 -18 -19 -20 -21 -22 -23
leaf_value=0.0013088600315713701 0.0012814011992946977 3.9813812486934008e-05 0.0017221874009673559 0.0011853137502313748 0.0017778508106234398 8.8549517699947617e-05 0.00090069372382849447 0.00061040385395024518 0.00135431087672122 0.0015397466103625678 0.0012076951352032565 0.001584415275373553 0.0021294919031346602 0.00078368855408092962 0.00083781283999412206 0.001705929902645553 0.0011954943296908858 0.0014603483361922995 0.0019084074198082669 0.0018201310432003602 0.0018228376215613563 0.0010534712016613966
leaf_weight=99 80 61 72 54 100 54 57 81 52 75 58 96 61 58 52 1463 53 59 67 55 80 76
leaf_count=99 80 61 72 54 100 54 57 81 52 75 58 96 61 58 52 1463 53 59 67 55 80 76
internal_value=0 0.000880481 0.00117081 0.000560718 0.00166731 0.000427266 0.000550179 0.000401923 0.00168329 0.00169117 0.00151971 0.00170744 0.0019113 0.00102144 0.00108756 0.00168937 0.001578 0.00170539 0.00171482 0.00165864 0.00169299 0.00117058
internal_weight=0 645 338 307 2318 253 192 135 2219 2167 188 1979 161 266 208 1818 229 1589 1530 130 176 156
internal_count=2963 645 338 307 2318 253 192 135 2219 2167 188 1979 161 266 208 1818 229 1589 1530 130 176 156
is_linear=0
shrinkage=0.0032998


Tree=5650
num_leaves=19
num_cat=0
split_feature=2 16 484 48 43 10 51 16 41 0 4 49 159 13 13 16 52 43
split_gain=0.319337 0.269777 0.243212 0.359762 0.345894 0.314814 0.188993 0.233801 0.227519 0.360546 0.165404 0.153183 0.260278 0.150253 0.142174 0.233938 0.293264 0.249236
threshold=0.11523000000000001 -0.5038649999999999 -0.084954999999999989 0.11427000000000001 -0.50360999999999989 0.043560000000000008 -0.09522499999999999 0.27450000000000002 0.083270000000000011 0.11160500000000002 0.028075000000000006 -0.0078599999999999972 0.097810000000000022 -0.082794999999999994 -0.38538999999999995 -0.071129999999999985 -0.23047999999999999 -0.055679999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 4 -4 6 7 -6 9 -8 -9 -1 13 -13 -3 -16 -17 -18
right_child=1 14 3 -5 5 -7 8 10 -10 -11 -12 12 -14 -15 15 16 17 -19
leaf_value=0.020642266430776716 -0.0056695452605644119 -0.00237230772678242 -0.0061410817603106014 0.020846155990892755 -0.0037466947921591313 -0.0039168620363498989 0.0078001338506158892 0.012595808381725165 -0.0030170293474064002 0.020774283916672191 0.00072665209446592168 0.011772900719003693 0.019992014942862665 -0.00099130234314635021 0.013078812001418329 0.012441896999282737 -0.01032603349293385 0.0043926614521451217
leaf_weight=55 89 66 58 52 92 72 1773 74 52 63 61 52 52 52 96 63 54 82
leaf_count=55 89 66 58 52 92 72 1773 74 52 63 61 52 52 52 96 63 54 82
internal_value=0 0.00262009 0.0074953 0.00699132 0.0066696 0.00701017 0.007383 0.00278291 0.00793513 0.0082463 0.00724602 0.0129732 0.0102579 0.00537352 0.00466877 0.00625015 0.00294689 -0.00143832
internal_weight=0 450 2508 2297 2245 2187 2115 227 1888 1836 135 211 156 104 361 295 199 136
internal_count=2958 450 2508 2297 2245 2187 2115 227 1888 1836 135 211 156 104 361 295 199 136
is_linear=0
shrinkage=0.16829


Tree=5651
num_leaves=24
num_cat=0
split_feature=1 3 1 4 123 11 160 12 13 3 12 4 51 41 13 4 39 3 13 15 12 0 12
split_gain=24.7783 6.95739 1.79155 1.57969 1.33558 0.969261 0.928509 0.914536 0.748059 0.675026 0.627037 0.539665 0.509004 0.46069 0.412403 0.376173 0.324918 0.2615 0.220181 0.162117 0.195717 0.150833 0.067217
threshold=0.10152500000000002 -0.053364999999999996 0.13612500000000002 0.41377500000000006 1.0000000180025095e-35 0.080320000000000016 -1.0000000180025095e-35 0.11755500000000001 -0.018299999999999997 0.094635000000000011 0.090285000000000018 -0.00090499999999999988 0.080080000000000026 0.081500000000000017 0.084770000000000026 -0.14088999999999999 0.08955500000000001 0.10856000000000002 -0.27740999999999993 -0.076194999999999999 0.091735000000000025 -0.073574999999999988 0.096535000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 5 7 8 -3 9 -2 10 13 19 16 14 15 -1 17 -8 -4 -12 -21 22 -13
right_child=1 2 18 -5 -6 -7 12 -9 -10 -11 11 21 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0017826345536991663 0.0012880428700836803 0.00091891741373629826 3.3234566788574523e-05 0.0006496052091880853 0.00094396715876433846 0.0016059528940413352 0.00065478582162320129 0.0010707259502422866 0.00079907497662816364 0.0011505353109424474 0.0015782762610607631 0.0013592365281184867 0.00073775890748229648 0.00119095141798026 0.0012210157968958089 0.0015105474735126795 0.00018988248116758082 0.00033502793880682796 0.00029106431473614785 0.0012751962289197531 0.0014383314374547807 0.0010823800200034333 0.001194961326997885
leaf_weight=60 98 77 74 59 65 63 59 77 53 86 71 70 70 52 52 1058 54 54 71 105 415 61 54
leaf_count=60 98 77 74 59 65 63 59 77 53 86 71 70 70 52 52 1058 54 54 71 105 415 61 54
internal_value=0 0.00071166 0.000463428 0.00112889 0.00141162 0.00126086 0.000603561 0.00142567 0.00111665 0.00143877 0.00145116 0.00137724 0.000500955 0.00149807 0.00151169 0.00152518 0.000401485 0.000502293 0.000159725 0.00142628 0.00140546 0.00122038 0.00128798
internal_weight=0 732 459 273 2226 214 314 2161 151 2084 1998 776 237 1222 1170 1118 167 113 145 591 520 185 124
internal_count=2958 732 459 273 2226 214 314 2161 151 2084 1998 776 237 1222 1170 1118 167 113 145 591 520 185 124
is_linear=0
shrinkage=0.0032998


Tree=5652
num_leaves=22
num_cat=0
split_feature=4 1 12 1 4 47 43 4 155 40 51 16 0 0 51 43 0 131 12 12 0
split_gain=18.8522 5.43921 3.44392 1.31987 1.07385 0.954251 0.704569 0.691249 0.674247 0.670352 0.639825 0.601285 0.630536 0.6607 0.599695 0.499113 0.450067 0.350329 0.334498 0.206978 0.0571894
threshold=0.31392000000000003 0.10152500000000002 0.085075000000000026 0.12895500000000001 0.043640000000000005 0.10070000000000003 -0.051239999999999987 -0.027724999999999996 0.10022500000000002 -0.034699999999999988 -0.031924999999999995 -0.14669499999999996 -0.22745499999999999 -0.13843999999999998 0.108005 -1.0000000180025095e-35 -0.12368999999999998 0.084720000000000004 -0.038859999999999992 0.089995000000000006 -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
left_child=1 4 5 15 9 7 -5 -3 17 -1 -6 -11 -13 -14 -15 -2 -12 -4 -9 -18 -17
right_child=3 2 8 6 10 -7 -8 18 -10 11 16 12 13 14 -16 20 19 -19 -20 -21 -22
leaf_value=0.0011589295338524535 0.00053852327294979748 0.00098439033206371412 0.0010875974453803288 2.6228991626170686e-05 0.0010290357901977542 0.0011723673108727422 0.00050657698218114621 0.00068979089511767022 0.001693765364237059 0.0018135684226396548 0.0016469429926662909 0.0011522139422624456 0.0018573623919347785 0.0015232874872238111 0.0012497526885610181 0.0008236456888322636 0.0014074443279484821 0.0014170922924452503 0.0003335380372159175 0.0011709051916472871 0.00098387783124543335
leaf_weight=58 68 53 66 52 74 55 93 64 57 75 55 53 62 1571 94 55 92 79 53 77 52
leaf_count=58 68 53 66 52 74 55 93 64 57 75 55 53 62 1571 94 55 92 79 53 77 52
internal_value=0 0.00141612 0.00107486 0.000567807 0.001482 0.000793701 0.000334557 0.000670984 0.00138786 0.00151082 0.00129692 0.0015218 0.00150949 0.00152043 0.00150787 0.00076087 0.00138525 0.00126736 0.000528713 0.00129988 0.000901845
internal_weight=0 2638 427 320 2211 225 145 170 202 1913 298 1855 1780 1727 1665 175 224 145 117 169 107
internal_count=2958 2638 427 320 2211 225 145 170 202 1913 298 1855 1780 1727 1665 175 224 145 117 169 107
is_linear=0
shrinkage=0.0032998


Tree=5653
num_leaves=17
num_cat=0
split_feature=3 15 48 149 4 43 3 151 15 3 16 160 15 132 3 13
split_gain=0.446414 0.481022 0.444676 0.323831 0.50806 0.299532 0.257994 0.233645 0.233674 0.312874 0.267244 0.211111 0.172147 0.170259 0.148982 0.0663165
threshold=0.10766000000000002 -0.0088349999999999974 0.08956500000000002 0.078645000000000007 0.31392000000000003 -0.50914999999999988 -0.14719499999999996 -0.092609999999999984 0.025430000000000005 -0.12711499999999995 -0.093874999999999986 0.22676500000000002 -0.46483499999999994 0.082230000000000011 0.3148450000000001 -0.08287499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 5 -1 -6 15 11 -10 -11 13 -8 -9 -2 -7
right_child=1 -3 -4 -5 6 7 12 8 9 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.003864838116189494 0.018973010904234613 -0.01013653092065619 -0.0036567639692307616 0.019569059242430353 0.0088073050970105971 0.011663395289095591 0.0018439730776773767 0.0069636056776346995 0.021365069463088998 0.0016956775651188099 0.010439400994429488 0.015969011547281604 -0.010732568330547622 0.00040664057452620704 0.006564134932445345 0.019618288654213945
leaf_weight=54 53 78 85 69 55 57 56 999 67 112 887 67 68 127 58 66
leaf_count=54 53 78 85 69 55 57 56 999 67 112 887 67 68 127 58 66
internal_value=0 0.00103291 0.00548706 0.00817166 0.00787024 0.00850617 -0.000774063 0.00878738 0.00839678 0.0102108 0.00946092 0.00677435 -0.00503835 0.00622565 0.0125053 0.0159465
internal_weight=0 274 196 2684 2615 2436 179 2382 2259 1066 999 1193 124 1126 111 123
internal_count=2958 274 196 2684 2615 2436 179 2382 2259 1066 999 1193 124 1126 111 123
is_linear=0
shrinkage=0.16829


Tree=5654
num_leaves=14
num_cat=0
split_feature=3 4 4 3 2 49 49 9 2 128 128 4 12
split_gain=0.308879 0.257068 0.322819 0.378059 0.197497 0.239385 0.178517 0.188546 0.188255 0.157947 0.179751 0.131807 0.0375877
threshold=0.10766000000000002 0.42642000000000008 -0.029404999999999997 0.14813000000000001 0.13881000000000002 -0.095899999999999985 -0.081404999999999991 0.084755000000000011 -0.0098549999999999974 0.10426500000000001 0.084370000000000014 -0.012865 0.11351500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 11 -7 8 -8 10 -10 -1 -6
right_child=1 -3 3 -5 12 6 7 -9 9 -11 -12 -13 -14
leaf_value=0.020854328305346812 0.0073503286953313773 0.0093370642094562101 -0.018247486276051647 7.433321857984744e-05 0.0028367849630728335 -0.00084915800582199873 -0.0022644594191870682 0.016524934320957162 0.0069865264756845524 0 0.014346122336128593 0.009162077585909147 -0.0032593496358775779
leaf_weight=53 66 74 52 82 61 84 63 58 2067 87 99 58 54
leaf_count=53 66 74 52 82 61 84 63 58 2067 87 99 58 54
internal_value=0 0.000857982 -0.0022703 -0.00702222 0.00679736 0.00710279 0.00675622 0.00702608 0.00678742 0.00704134 0.00732374 0.0147611 -1.01253e-05
internal_weight=0 274 200 134 2684 2569 2458 2374 2316 2253 2166 111 115
internal_count=2958 274 200 134 2684 2569 2458 2374 2316 2253 2166 111 115
is_linear=0
shrinkage=0.16829


Tree=5655
num_leaves=16
num_cat=0
split_feature=3 96 10 1186 4 3 51 52 43 155 51 3 4 1 43
split_gain=0.46817 0.299887 0.225395 0.210233 0.218349 0.298288 0.379469 0.334251 0.19319 0.173514 0.418192 0.186286 0.697656 0.232742 0.170323
threshold=0.3148450000000001 1.0000000180025095e-35 -0.084119999999999986 1.0000000180025095e-35 -0.060239999999999995 -0.0082999999999999984 0.095375000000000015 -0.10848499999999998 -0.010424999999999999 0.083500000000000005 -0.13690499999999997 -0.046079999999999989 -0.011369999999999998 0.11947500000000001 -0.025079999999999995
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 14 -7 -5 11 -11 13 -13 -6 -4
right_child=-2 -3 3 8 9 7 -8 -9 -10 10 -12 12 -14 -15 -16
leaf_value=0.014867475226719275 -0.0072004246467879578 -0.006004499313646351 0.009686759437363638 -0.0089848928643775378 0.004010257915068237 0.0060216198466787382 -0.0068665987939756108 0.024629117656985153 0.0051307984882837257 0.020997318423528654 0.0007840310941228158 -0.017446954057669127 0.0030398163909006815 0.015293084120586657 0.0050222225565263101
leaf_weight=66 94 70 377 58 924 55 60 55 52 54 63 54 367 55 545
leaf_count=66 94 70 377 58 924 55 60 55 52 54 63 54 367 55 545
internal_value=0 0.00486288 0.00513668 0.00489981 0.00520388 0.00702052 0.00608658 0.0153417 -0.00229569 0.003895 0.0101286 0.00337277 0.000407792 0.00464596 0.00693147
internal_weight=0 2855 2785 2719 2609 1092 982 110 110 1517 117 1400 421 979 922
internal_count=2949 2855 2785 2719 2609 1092 982 110 110 1517 117 1400 421 979 922
is_linear=0
shrinkage=0.16829


Tree=5656
num_leaves=35
num_cat=0
split_feature=2 12 2 2 4 3 4 12 16 39 4 15 16 2 4 2 15 4 4 12 51 12 52 2 131 12 4 403 403 12 13 12 15 402
split_gain=15.5768 8.25211 2.469 2.17588 1.23171 1.20705 1.13485 0.99289 0.844109 0.800935 0.725218 0.899532 0.578401 0.56116 0.557739 0.539023 0.363033 0.310414 0.29216 0.320974 0.253474 0.229695 0.175639 0.199057 0.240589 0.238354 0.17218 0.150903 0.350865 0.142519 0.180663 0.142016 0.136278 0.070993
threshold=0.12681500000000004 0.056995000000000011 -1.0000000180025095e-35 0.10859000000000001 -0.047714999999999987 0.25089000000000006 -0.076329999999999995 0.093670000000000017 -0.09583499999999999 0.086285000000000014 0.50291500000000011 -0.032144999999999993 -0.074504999999999988 0.084095000000000017 -0.085189999999999974 0.08647500000000001 0.039965000000000007 -0.47860499999999995 0.022635000000000006 0.108115 0.10570500000000001 0.09550500000000002 -0.52575499999999986 0.094155000000000016 0.089415000000000008 0.083815000000000014 0.0029800000000000004 -0.08403999999999999 -0.23730999999999999 0.11395500000000001 -0.069444999999999993 0.085965000000000014 -0.069034999999999985 -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=1 2 9 4 17 10 8 22 -3 -1 11 -2 -5 14 -10 -6 21 -4 20 32 29 -15 -8 24 25 -24 -17 28 -18 30 -9 -29 -20 -16
right_child=5 6 3 12 15 -7 7 18 13 -11 -12 -13 -14 16 33 26 27 -19 19 -21 -22 -23 23 -25 -26 -27 -28 31 -30 -31 -32 -33 -34 -35
leaf_value=0.0010850939810983845 0.001172899919898746 0.0020801472332722683 0.0015788213930515134 0.0011400585923393473 0.0015985479014235492 0.00032340551561105708 0.0017941156411639251 0.001641341945221969 0.0020199790496313323 0.00060789735455511707 0.0005091079251149836 0.00063676796051996098 0.00069943141964781816 0.0013054195528525718 0.0018023896011396001 0.0010638295288855936 0.0015737203918967622 0.0019375246498235651 0.0015576376969791209 0.001152120638262911 0.0013005589925091066 0.0016104279520230858 0.0014833514412218012 0.0014835711762196438 0.001497511363974888 0.0017071692851782841 0.0013040099038091522 0.0014701548107031719 0.0018878538025223642 0.0016999984605153568 0.0014353890687241661 0.0016695927681955336 0.0013254778590584813 0.0016408663596768677
leaf_weight=72 84 68 56 86 53 70 79 78 97 83 56 58 53 55 52 58 69 53 62 63 53 57 62 98 100 429 82 56 95 61 131 164 56 100
leaf_count=72 84 68 56 86 53 70 79 78 97 83 56 58 53 55 52 58 69 53 62 63 53 57 62 98 100 429 82 56 95 61 131 164 56 100
internal_value=0 0.00153128 0.00118865 0.0013147 0.00147218 0.00069668 0.00162921 0.00156736 0.00172593 0.00082979 0.000828468 0.000954165 0.000972303 0.00169355 0.00182257 0.00131308 0.00162872 0.00175356 0.00145295 0.00134505 0.0015133 0.00146096 0.0016424 0.00162495 0.00164833 0.00167898 0.00120476 0.00167755 0.0017559 0.00155493 0.00151242 0.00161899 0.00144776 0.00169636
internal_weight=0 2681 596 441 302 268 2085 1272 813 155 198 142 139 745 249 193 496 109 504 181 323 112 768 689 591 491 140 384 164 270 209 220 118 152
internal_count=2949 2681 596 441 302 268 2085 1272 813 155 198 142 139 745 249 193 496 109 504 181 323 112 768 689 591 491 140 384 164 270 209 220 118 152
is_linear=0
shrinkage=0.0032998


Tree=5657
num_leaves=23
num_cat=0
split_feature=3 97 2 157 16 16 16 3 1453 157 157 3 15 4 3 4 4 157 3 483 2 3
split_gain=0.372529 0.311756 0.189521 0.258939 0.272935 0.477529 0.274549 0.2664 0.257184 0.283027 0.282052 0.268441 0.204832 0.258872 0.184152 0.148265 0.221743 0.265701 0.138779 0.161754 0.131647 0.0313127
threshold=0.3148450000000001 -0.049229999999999996 0.086545000000000025 -0.073359999999999995 -0.0038249999999999998 0.0071000000000000013 0.51343500000000009 -0.11151499999999999 -0.057839999999999996 -0.020159999999999994 -0.084874999999999992 -0.11266 0.092495000000000008 -0.068329999999999988 0.0035100000000000005 -0.0037349999999999992 -0.060239999999999995 -0.087424999999999989 0.097775000000000015 0.09518500000000002 -0.0098549999999999974 -0.07929499999999999
decision_type=2 2 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 15 12 -6 7 -7 -3 10 -10 -11 18 -14 20 16 -4 -18 19 -5 -13 -8
right_child=-2 2 3 4 5 6 21 -9 9 11 -12 14 13 -15 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=-0.006213269078881989 -0.0055526246425222992 -0.0038389348786024551 0.0157019408453236 0.0037198345473188413 -0.014879698199705206 -0.011595539752920556 0.0064128454126817919 0.0017294075504898621 0.0089355794925140807 0.017246465651193404 -0.0077228163492498178 6.3704711217437983e-05 0.01644482149219444 0.0037542763235910268 0.017297855439108837 0.016419664056684838 -0.0060624735957373697 0.0087426509399361335 0.0097467134487122173 -0.0057219966612799761 0.0077746522607832031 0.012334605304109859
leaf_weight=66 94 57 59 607 54 52 53 232 53 94 63 69 91 92 54 61 53 97 97 56 743 52
leaf_count=66 94 57 59 607 54 52 53 232 53 94 63 69 91 92 54 61 53 97 97 56 743 52
internal_value=0 0.00520579 0.00547666 0.00432643 0.00339555 -4.5995e-05 0.00200856 -0.000704046 0.00715625 0.00774038 -9.61649e-05 0.00868917 0.00501421 0.0100747 0.00775824 0.00909828 0.00695283 0.00349953 0.00379334 0.00291962 0.00712162 0.00936264
internal_weight=0 2855 2789 1656 1386 443 389 284 1133 1076 116 960 943 183 866 270 209 150 760 663 812 105
internal_count=2949 2855 2789 1656 1386 443 389 284 1133 1076 116 960 943 183 866 270 209 150 760 663 812 105
is_linear=0
shrinkage=0.16829


Tree=5658
num_leaves=13
num_cat=0
split_feature=3 15 30 393 43 15 480 43 483 2 43 2
split_gain=0.28836 0.290661 0.25231 0.257587 0.21713 0.196481 0.184662 0.206036 0.22452 0.220563 0.278477 0.201893
threshold=0.12168500000000002 -0.0088349999999999974 0.086220000000000019 0.086855000000000016 -0.010264999999999998 -0.2987999999999999 -0.060589999999999998 -0.49922499999999997 -0.096724999999999992 0.084095000000000017 -0.034774999999999993 0.084525000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 6 -5 -2 -1 -8 -9 10 -10 -11
right_child=1 -3 -4 4 -6 -7 7 8 9 11 -12 -13
leaf_value=-0.0028503928340598709 -0.0063350131327204471 -0.012807541462994376 -0.0059367391618628884 -0.0098089369474336531 0.0047748953000213683 0.0064204418256549713 0.015024685304208613 0.013562265313576918 0.00419543590525272 -0.0064749016275355347 0.010961088161798331 0.0040708632457635494
leaf_weight=80 54 53 64 62 54 93 61 86 376 53 320 1593
leaf_count=80 54 53 64 62 54 93 61 86 376 53 320 1593
internal_value=0 -0.00211895 0.00449367 0.00474296 -0.00300442 0.00172254 0.00509349 0.00534954 0.00510572 0.00479443 0.00730866 0.00373021
internal_weight=0 200 2749 2685 116 147 2569 2489 2428 2342 696 1646
internal_count=2949 200 2749 2685 116 147 2569 2489 2428 2342 696 1646
is_linear=0
shrinkage=0.16829


Tree=5659
num_leaves=20
num_cat=0
split_feature=4 123 13 4 14 0 0 14 15 0 15 132 131 4 15 4 13 13 15
split_gain=6.34575 2.27166 0.833759 0.832632 0.981838 1.3756 0.647462 0.510808 0.402131 0.388373 0.34394 0.309285 0.545033 0.307479 0.259957 0.256982 0.234312 0.160405 0.156072
threshold=0.31392000000000003 0.080635000000000012 -0.27740999999999993 0.024470000000000002 0.073890000000000011 -0.10594499999999998 -0.105195 -0.41608999999999996 -0.10763999999999999 -0.063204999999999983 -0.19153499999999998 0.088940000000000005 0.089915000000000009 -0.0073499999999999998 -0.43091499999999999 0.056815000000000011 -0.085349999999999995 0.0014600000000000001 -0.034094999999999993
decision_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 13 10 -8 -5 -3 -2 16 -13 -4 -9 -10 -7 18 -17
right_child=6 9 3 8 -6 11 7 14 15 -11 -12 12 -14 -15 -16 17 -18 -19 -20
leaf_value=0.00056883235600925627 0.00074060789591419754 0.00063753402330728843 0.0003859013976468361 0.00099609160590363277 0.0013252271185417771 0.0010417567751310171 0.0005043397772955783 0.00028835389841303357 0.0005876678547641201 0.00030058091555410394 0.00039899496693949804 0.00053822334566698549 0.00098631755957855082 0.0007468804685569182 -2.375862946660386e-05 0.0007772470313922922 0.00094810190605610267 0.00062992490239351226 0.00099411253891408058
leaf_weight=75 62 93 52 81 74 386 59 56 94 63 68 52 70 52 60 127 1320 52 53
leaf_count=75 62 93 52 81 74 386 59 56 94 63 68 52 70 52 60 127 1320 52 53
internal_value=0 0.000888455 0.000912692 0.000923365 0.000951059 0.00093671 0.000385568 0.000254162 0.00078678 0.000501683 0.000562189 0.00095774 0.000795615 0.00056673 0.000126613 0.000734665 0.000969313 0.000794073 0.000841298
internal_weight=0 2644 2488 2413 2006 1932 305 175 407 156 130 1828 122 104 116 326 1706 232 180
internal_count=2949 2644 2488 2413 2006 1932 305 175 407 156 130 1828 122 104 116 326 1706 232 180
is_linear=0
shrinkage=0.0032998


Tree=5660
num_leaves=29
num_cat=0
split_feature=1 1 1 12 15 150 14 0 1 51 51 1 1 12 16 16 15 16 49 133 481 0 484 133 51 43 12 12
split_gain=39.1846 5.86992 3.48842 3.1059 2.73674 2.94052 1.29849 1.02343 1.05705 0.776351 0.715767 0.695651 0.672507 0.495135 0.607538 0.495064 0.410078 0.353384 0.378357 0.375974 0.312482 0.296378 0.287862 0.267123 0.182825 0.141986 0.104916 0.0710921
threshold=0.10910500000000002 0.15190500000000004 0.090300000000000005 0.085655000000000023 -0.13843999999999998 0.084800000000000014 0.073890000000000011 -0.061674999999999994 1.0000000180025095e-35 -0.025879999999999997 -0.030299999999999997 0.11980500000000001 0.122075 -0.0089849999999999982 -0.072034999999999988 0.15273500000000004 -0.43091499999999999 -0.12653999999999996 0.092515000000000014 -0.016594999999999995 -0.086854999999999988 -0.087284999999999988 0.086315000000000017 0.084735000000000019 -0.08569499999999998 -0.06705499999999999 0.095110000000000014 0.092755000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 13 11 9 7 17 15 -6 -5 -2 -11 -4 -15 -9 -13 19 20 -1 -19 -12 -22 -21 -20 -23 -27 -26
right_child=1 -3 3 10 5 -7 -8 8 -10 12 21 16 -14 14 -16 -17 -18 18 24 23 22 25 -24 -25 27 26 -28 -29
leaf_value=0.00211477778166398 0.0010916652644272571 2.7844330734314274e-05 0.0012132194424248645 0.0022480324813746477 0.001834889564394252 0.00081240101716564654 0.0024243174610965182 0.0014698331883297136 0.0021690682495304316 0.0016054889106493335 0.0016297007469409954 0.00084375464972929982 0.0011020503946636063 0.0012904392731562376 0.0017588048310797171 0.0018271629492651027 0.00048883290603053231 0.0023078892070914759 0.0020309432424428903 0.0016067596234392231 0.0020697679364535936 0.0020185821024367358 0.001866570430569867 0.0019176570779666936 0.0017336520629155005 0.0017111960351297981 0.001917619540537454 0.0019127022227015294
leaf_weight=57 65 64 90 59 66 88 81 82 60 67 58 77 52 58 65 91 67 58 80 54 1038 77 86 75 60 52 70 53
leaf_count=57 65 64 90 59 66 88 81 82 60 67 58 77 52 58 65 91 67 58 80 54 1038 77 86 75 60 52 70 53
internal_value=0 0.000967356 0.00194675 0.00170965 0.00109203 0.0013098 0.00201362 0.00199506 0.00178975 0.0015462 0.00191754 0.000807414 0.0013858 0.00140107 0.00153824 0.001658 0.000678862 0.00202568 0.00204425 0.00188818 0.00206673 0.00184154 0.00205425 0.00178779 0.00190642 0.0019031 0.00182992 0.00181794
internal_weight=0 546 2404 529 482 273 1875 1794 233 185 316 209 119 213 123 173 144 1561 1375 186 1182 257 1124 129 193 199 122 113
internal_count=2950 546 2404 529 482 273 1875 1794 233 185 316 209 119 213 123 173 144 1561 1375 186 1182 257 1124 129 193 199 122 113
is_linear=0
shrinkage=0.0032998


Tree=5661
num_leaves=16
num_cat=0
split_feature=2 41 41 49 157 13 11 403 133 1213 0 0 475 11 0
split_gain=0.50655 0.36325 0.448988 0.253426 0.238748 0.331842 0.615909 0.205224 0.247837 0.204727 0.159633 0.129099 0.126443 0.106873 0.0681592
threshold=0.16002500000000003 0.081670000000000006 0.093830000000000011 0.15665000000000004 1.0000000180025095e-35 0.049070000000000009 0.077330000000000024 0.091575000000000017 -0.0078599999999999972 0.088205000000000019 -0.038724999999999989 -0.087649999999999992 -0.080909999999999996 0.077905000000000016 -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 9 8 -7 10 -1 -6 -13 -10 -11
right_child=-2 2 -4 -5 11 7 -8 -9 13 14 -12 12 -14 -15 -16
leaf_value=0.0056935587168717551 -0.0075130617266980391 -0.01418567852064823 0.0072113533766661941 -0.0032652229227818031 0.019759097309729579 -0.010721179596197171 0.025163153678387055 0.010523550160508627 0.0041964329263516802 0.015831088988867953 0.011029911157271361 0.015297557668711778 0.0040826694472499763 -0.0039352514390166224 0.0082598938335722814
leaf_weight=1806 80 55 56 74 53 54 52 58 166 85 175 57 58 63 58
leaf_count=1806 80 55 56 74 53 54 52 58 166 85 175 57 58 63 58
internal_value=0 0.00605396 -0.00337459 0.00643394 0.00670193 0.00629054 0.00705569 0.00140268 -0.000460271 0.00661154 0.00616587 0.0128546 0.00965698 0.00195149 0.0127728
internal_weight=0 2870 111 2759 2685 2517 2176 341 283 2124 1981 168 115 229 143
internal_count=2950 2870 111 2759 2685 2517 2176 341 283 2124 1981 168 115 229 143
is_linear=0
shrinkage=0.16829


Tree=5662
num_leaves=15
num_cat=0
split_feature=10 33 49 10 157 12 481 43 43 43 1204 42 0 0
split_gain=0.399078 0.343163 0.218536 0.1855 0.154649 0.350318 0.160473 0.135526 0.299847 0.289856 0.135082 0.126807 0.125912 0.0581696
threshold=-1.0000000180025095e-35 0.082505000000000009 0.15665000000000004 -0.15282499999999996 1.0000000180025095e-35 0.085155000000000022 -0.086854999999999988 -0.17773999999999998 -0.43328499999999998 -0.14724999999999996 -0.082199999999999981 -0.015084999999999998 0.14054500000000003 -0.071379999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 6 -6 -2 8 -8 -9 11 -11 -12 -7
right_child=2 -3 -4 -5 5 13 7 9 -10 10 12 -13 -14 -15
leaf_value=-0.0016109308049824592 0.01182766200039307 0.0078196331472845659 -0.0032927001479132688 -0.01554282521608027 0.021905839356141803 0.0010666593395024084 0.0055417437695761684 0.016196866838643999 -0.0099281702890662449 0.016151778959288612 0.0043548324084726649 0.0046557962484725631 0.012605912877255751 0.008822525838764991
leaf_weight=53 98 52 83 56 52 53 100 66 55 57 2060 53 54 58
leaf_count=53 98 52 83 56 52 53 100 66 55 57 2060 53 54 58
internal_value=0 -0.00341091 0.00519969 -0.00878508 0.00546084 0.0104965 0.00513736 0.00486846 4.08284e-05 0.00519444 0.00486712 0.0106291 0.00456645 0.00513546
internal_weight=0 161 2789 109 2706 163 2543 2445 155 2290 2224 110 2114 111
internal_count=2950 161 2789 109 2706 163 2543 2445 155 2290 2224 110 2114 111
is_linear=0
shrinkage=0.16829


Tree=5663
num_leaves=17
num_cat=0
split_feature=1 44 1 156 157 51 0 4 15 3 3 156 2 475 11 394
split_gain=0.736212 0.28319 0.33157 0.357318 0.28267 0.229647 0.241834 0.408014 0.23073 0.182363 0.167185 0.166744 0.249135 0.127212 0.185674 0.140878
threshold=0.15190500000000004 1.0000000180025095e-35 0.086470000000000005 0.089695000000000011 -0.06266999999999999 0.10876000000000001 -0.087104999999999988 0.42642000000000008 -0.09416999999999999 0.0048000000000000013 -0.081864999999999979 0.086860000000000007 0.087665000000000007 -0.085024999999999989 0.076235000000000011 -0.0038899999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -4 6 7 -6 -8 11 -5 13 -13 -1 15 -15
right_child=-2 -3 3 10 5 -7 8 -9 -10 -11 -12 12 -14 14 -16 -17
leaf_value=0.013030604388422505 -0.013912240399107637 0.016648433555984294 -0.009157411220256555 0.0031902776669585544 -0.0054363430970410425 0.0103191251271084 -0.0049795629733893594 0.0090656356108780364 0.0048030170319375313 0.012673115993246291 0.013998788680298942 -0.0093053956130414103 0.004982580220385952 0.010711500844169167 -0.0041714258191052145 0.0051675862213706831
leaf_weight=65 64 52 76 74 285 77 82 68 404 98 91 54 96 147 55 1162
leaf_count=65 64 52 76 74 285 77 82 68 404 98 91 54 96 147 55 1162
internal_value=0 0.00433027 0.00410362 0.00190975 0.000701626 0.00152159 0.000712042 -0.00263767 0.00314876 0.00561615 0.00916222 0.00517702 -0.000149114 0.00573736 0.00538849 0.00579154
internal_weight=0 2886 2834 1157 992 916 839 353 486 1677 165 1579 150 1429 1364 1309
internal_count=2950 2886 2834 1157 992 916 839 353 486 1677 165 1579 150 1429 1364 1309
is_linear=0
shrinkage=0.16829


Tree=5664
num_leaves=22
num_cat=0
split_feature=1 4 12 123 1 14 4 1 0 3 13 14 0 0 4 4 0 0 133 4 42
split_gain=23.9824 4.16557 3.2826 2.01113 1.4193 0.937007 0.984155 0.922989 0.701982 0.698829 1.07129 0.637289 0.727178 0.616089 0.694322 0.676131 0.771581 0.418265 0.401019 0.420866 0.0580249
threshold=0.10575500000000002 0.27420500000000009 0.085075000000000026 1.0000000180025095e-35 0.14684500000000003 0.064610000000000015 0.032770000000000001 0.12072500000000001 -0.12368999999999998 -0.0048549999999999991 -0.08811999999999999 -0.46025499999999991 -0.105195 0.051660000000000005 -0.4950449999999999 -0.17568999999999999 -0.076384999999999995 -0.11825999999999999 0.031880000000000012 0.08920500000000002 0.088185000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 5 11 6 8 -4 -1 -2 -11 -3 -13 15 -15 -10 -17 -8 19 -19 -20
right_child=1 4 7 -5 -6 -7 17 -9 13 10 -12 12 -14 14 -16 16 -18 18 20 -21 -22
leaf_value=0.0013024548486724244 0.00049430781525410829 0.00097781386728736986 0.0016192175003744889 0.0010842556005620423 6.0971954741041627e-05 0.0019029660160538439 0.0016115150296629169 0.0010763176164332216 0.0019448063681900165 0.0006129593191523049 0.0012435458758719466 0.00078038690012258985 0.00037454352078553527 0.0016237187607427586 0.0011076389132181619 0.0016440009354049567 0.0014610204365051458 0.0013596765906358553 0.0013860978451867541 0.00096126170660172107 0.0015431156210535327
leaf_weight=90 62 52 102 96 54 91 71 52 68 59 59 91 103 58 57 1224 321 66 68 53 53
leaf_count=90 62 52 102 96 54 91 71 52 68 59 59 91 103 58 57 1224 321 66 68 53 53
internal_value=0 0.000828586 0.00108219 0.00155304 0.000546126 0.0015733 0.00155919 0.00143613 0.00158867 0.000779174 0.000928551 0.00065248 0.000565095 0.00160356 0.00136823 0.00162031 0.00160601 0.00138676 0.00132013 0.00118253 0.00145517
internal_weight=0 634 334 2316 300 2220 2129 154 1818 180 118 246 194 1728 115 1613 1545 311 240 119 121
internal_count=2950 634 334 2316 300 2220 2129 154 1818 180 118 246 194 1728 115 1613 1545 311 240 119 121
is_linear=0
shrinkage=0.0032998


Tree=5665
num_leaves=29
num_cat=0
split_feature=1 3 2 0 3 2 16 2 0 0 43 16 3 40 16 2 13 160 13 160 3 1 1 2 42 43 50 3
split_gain=8.19596 2.138 1.13298 1.0054 1.04148 0.901468 0.785876 1.13749 0.494206 0.449954 0.427057 0.422034 0.408567 0.378572 0.335303 0.550198 0.851371 0.499965 0.341202 0.337054 0.294792 0.282092 0.252332 0.231632 0.245282 0.142407 0.0609099 0.0588336
threshold=0.10075500000000003 -0.049204999999999992 0.14132000000000003 0.056895000000000008 0.093925000000000022 -1.0000000180025095e-35 0.061775000000000004 0.10100500000000003 -0.074249999999999997 -0.073374999999999982 -0.077034999999999978 0.50609000000000015 0.13772500000000001 -0.077474999999999988 -0.018754999999999997 0.08542000000000001 -1.0000000180025095e-35 0.061085000000000007 -0.060719999999999989 0.10460500000000002 -0.086064999999999989 0.090355000000000005 0.093390000000000015 0.088495000000000004 0.088485000000000022 -0.013049999999999997 0.094920000000000018 -0.082354999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 5 4 11 13 7 -2 10 -4 -7 14 -12 -3 21 16 20 18 -17 -19 -16 23 -23 24 -1 -25 -24 -8
right_child=1 2 9 -5 -6 8 27 -9 -10 -11 12 -13 -14 -15 15 17 -18 19 -20 -21 -22 22 26 25 -26 -27 -28 -29
leaf_value=0.00096565157575747966 0.00085637296586017026 0.00042180999310356606 0.00030843619021471571 0.00057900209450677872 0.00059936424719259172 0.0002475500882176332 0.0010042968634519942 0.00030515868957790799 0.00084829302401662784 -0.00011343976139126955 0.00075181095597461175 0.00069036318977074929 0.00038060415865494361 2.8489373905677902e-05 0.0012486618418765933 0.00096896756813629999 0.0015266900897300559 0.0013346829559120546 0.00075067431273473926 0.0009653532983570415 0.00095545731829188314 0.0006798332963588175 0.00083643599981613392 0.00094991285512486905 0.0011500140006746474 0.00083329473859925375 0.0010014877133678731 0.00085495026152618042
leaf_weight=504 86 53 54 89 95 52 73 78 60 56 80 65 55 54 55 230 52 55 121 55 125 87 52 259 96 219 55 56
leaf_count=504 86 53 54 89 95 52 73 78 60 56 80 65 55 54 55 230 52 55 121 55 125 87 52 259 96 219 55 56
internal_value=0 0.000525765 0.000386254 0.000923637 0.000938054 0.000477172 0.000746577 0.000594425 0.000586858 9.33427e-05 0.000502787 0.000953887 0.00060084 0.000223641 0.000962586 0.00102151 0.00115331 0.000955102 0.000893816 0.00115034 0.00104524 0.000930458 0.000813363 0.000951498 0.000995208 0.000896557 0.000921605 0.000939737
internal_weight=0 757 464 2214 2125 354 293 164 247 110 187 2030 135 107 1965 693 232 461 351 110 180 1272 194 1078 600 478 107 129
internal_count=2971 757 464 2214 2125 354 293 164 247 110 187 2030 135 107 1965 693 232 461 351 110 180 1272 194 1078 600 478 107 129
is_linear=0
shrinkage=0.0032998


Tree=5666
num_leaves=27
num_cat=0
split_feature=4 123 13 16 0 15 4 4 0 2 2 133 42 0 4 42 11 0 4 1375 49 2 133 52 15 52
split_gain=11.9259 2.93166 1.8512 1.22132 1.06973 0.971891 1.65756 0.955691 1.57378 0.720358 0.437895 0.47492 0.418944 0.606245 0.339097 0.318237 0.278499 0.434692 0.300372 0.286599 0.25394 0.245341 0.231139 0.205157 0.139517 0.107511
threshold=0.31392000000000003 1.0000000180025095e-35 -0.27740999999999993 -0.5152199999999999 -0.072924999999999976 -0.43091499999999999 0.51292000000000015 -0.42305999999999994 -0.029849999999999998 0.091235000000000024 0.10682000000000001 0.085650000000000018 0.079335000000000003 -0.13619499999999998 -0.033649999999999992 0.090115000000000015 0.07585500000000002 -0.10462499999999998 0.0019650000000000002 -0.067914999999999989 -0.042254999999999994 0.10052500000000002 0.090345000000000023 -0.15201999999999996 -0.033234999999999994 -0.5602649999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 20 9 6 -5 25 14 16 11 -3 13 -11 22 -14 17 18 -4 -19 -2 -15 -9 -16 -17 -6
right_child=3 10 4 5 7 -7 -8 8 -10 12 -12 -13 15 21 23 24 -18 19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.000702722606395725 0.00060358686287778304 0.001085875043805185 0.00094092572540415407 0.00096582068922979524 0.0014415303801406402 -6.56634740879269e-06 0.00023494503116455821 0.0013113261884800528 0.00057552125313693877 0.00080337469177235916 0.00049563843277974505 0.00064753500076173776 0.0014065912421392217 0.0010609727563978043 0.0011334920826122769 0.001012947121284511 0.0015148958818041534 0.0015425491059104805 0.0012582648565747907 0.0012905812132779546 0.00091889540914460045 0.0013314071360120028 0.0010750265739504906 0.00089694763052003054 0.0012368529105626855 0.0012500113070966707
leaf_weight=80 53 53 66 52 52 60 97 99 75 78 54 56 84 104 70 55 60 53 67 1117 61 59 88 100 76 102
leaf_count=80 53 53 66 52 52 60 97 99 75 78 54 56 84 104 70 55 60 53 67 1117 61 59 88 100 76 102
internal_value=0 0.00116944 0.00119758 0.000497621 0.00121403 0.000347456 0.000490252 0.00109095 0.00101104 0.00125366 0.000740173 0.000860996 0.00113947 0.0010441 0.00110243 0.00124622 0.00129184 0.00128154 0.00110105 0.00130203 0.000772614 0.00115908 0.00120031 0.000994556 0.00114312 0.00131491
internal_weight=0 2648 2485 323 2405 209 149 586 432 1819 163 109 456 241 357 215 1363 1303 133 1170 114 163 187 170 131 154
internal_count=2971 2648 2485 323 2405 209 149 586 432 1819 163 109 456 241 357 215 1363 1303 133 1170 114 163 187 170 131 154
is_linear=0
shrinkage=0.0032998


Tree=5667
num_leaves=24
num_cat=0
split_feature=49 1 1 2 1 157 43 51 1455 4 13 13 4 1 159 13 483 4 43 4 43 51 42
split_gain=0.678654 0.401987 0.241092 0.381018 0.485404 0.521827 0.270157 0.236463 0.228881 0.205815 0.199808 0.191173 0.235861 0.219295 0.245778 0.197552 0.178642 0.130263 0.128362 0.199379 0.162686 0.123753 0.0506813
threshold=-0.23648999999999995 0.15390500000000004 0.077375000000000013 0.08622500000000001 0.091635000000000008 -0.0041249999999999993 -1.0000000180025095e-35 -0.42323999999999995 0.084775000000000017 0.38865500000000003 -0.085349999999999995 0.080625000000000016 -0.079614999999999977 0.11617500000000001 1.0000000180025095e-35 -0.011694999999999999 -0.082434999999999981 0.0054350000000000015 -0.023869999999999995 -0.08231999999999999 -0.043814999999999993 -0.069319999999999979 0.087325000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 7 11 5 -5 9 -2 16 -6 17 12 15 14 -14 -4 -9 -8 20 -20 -18 -12 -15
right_child=1 -3 3 4 6 -7 10 8 -10 -11 21 -13 13 22 -16 -17 18 -19 19 -21 -22 -23 -24
leaf_value=0.024791891188162815 -0.003298247450310677 -0.0089868221019191574 0.0055300487416929485 0.004013985067018804 -0.0077328918123925469 -0.018098322268855674 -0.0057326258616008678 0.017707837843535183 -0.00050817488694823514 0.0042696589359694937 0.0029508200792426917 0.016029709315472363 0.010852994900149683 -0.001984015711269388 -0.0014859508223641947 -0.0066417511434271482 0.0085448259893661036 0.0061222230837098216 0.0015034584192698311 0.0080014855379618444 0.018206990022532541 0.011801082704939998 0.0046509913061592223
leaf_weight=52 59 54 82 53 89 70 53 53 93 74 65 56 364 64 52 70 626 52 196 426 54 148 66
leaf_count=52 59 54 82 53 89 70 53 53 93 74 65 56 364 64 52 70 626 52 196 426 54 148 66
internal_value=0 0.0053854 0.00565692 0.0040276 0.000874623 -0.00855565 0.00328984 0.00712396 0.00754986 -0.00227286 0.00614681 0.00655095 0.0057879 0.00742017 0.00930631 -6.35658e-05 0.00810424 0.000121237 0.00771193 0.00595676 0.00931476 0.00910873 0.00137071
internal_weight=0 2919 2865 1358 604 123 481 1507 1448 163 318 754 698 546 416 152 1355 105 1302 622 680 213 130
internal_count=2971 2919 2865 1358 604 123 481 1507 1448 163 318 754 698 546 416 152 1355 105 1302 622 680 213 130
is_linear=0
shrinkage=0.16829


Tree=5668
num_leaves=27
num_cat=0
split_feature=0 10 9 1 0 2 50 48 47 50 1 474 48 50 0 0 11 484 2 0 42 13 42 483 13 13
split_gain=0.321086 0.393589 0.25311 0.241239 0.339337 0.238473 0.234746 0.196101 0.226255 0.315261 0.437048 0.168385 0.151924 0.278306 0.219213 0.155587 0.209108 0.189067 0.146921 0.145206 0.12252 0.106723 0.224383 0.0912765 0.104802 0.0523931
threshold=-0.076589999999999978 -0.084119999999999986 -1.0000000180025095e-35 0.085550000000000015 -0.082404999999999992 -0.054704999999999997 0.10803500000000001 0.091505000000000017 0.096300000000000011 0.087590000000000015 0.093625000000000014 0.088805000000000009 0.092745000000000008 -0.13887999999999998 -0.050249999999999996 -0.067434999999999981 0.085990000000000011 0.082140000000000005 0.11203000000000002 -0.13843999999999998 -0.023209999999999998 -0.068484999999999976 -1.0000000180025095e-35 0.089355000000000004 -0.085604999999999987 -0.081659999999999996
decision_type=2 2 2 2 2 2 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 7 -4 11 8 9 10 -5 19 13 -7 -14 21 17 -17 -9 -3 -6 -15 -23 24 -21 -8
right_child=2 3 5 4 20 12 25 18 -10 -11 -12 -13 14 15 -16 16 -18 -19 -20 23 -22 22 -24 -25 -26 -27
leaf_value=0.020162167213488531 -0.0085328874454797896 0.013504958156398803 -0.0068838626845273325 -0.014968830614011846 0.003368951286148197 -0.00448223908728988 0.0029939081629988202 0.01270637878356131 0.0096621532106550227 0.0065356838956860995 -0.0004504316226574776 0.017107315135863315 0.0057166618289927473 0.0066785728824277461 -0.0093838630091917091 0.010824938556140321 -0.0017361515405765948 -3.1127233294724564e-05 0.0015685430428750585 0.0097748871972722813 0.013458472274714403 0.0054140481836435555 -0.0081259617066820212 0.00032288183661436813 0.0058728936811469016 -0.0041713711781299276
leaf_weight=54 58 97 65 86 52 85 65 62 52 88 186 52 52 93 57 305 57 53 74 284 102 77 63 61 639 52
leaf_count=54 58 97 65 86 52 85 65 62 52 88 186 52 52 93 57 305 57 53 74 284 102 77 63 61 639 52
internal_value=0 0.00597658 0.0022372 0.00558323 0.00308216 0.0029279 0.00698639 0.00111704 -0.000708085 -0.002211 -0.00504741 0.00772753 0.00368747 0.00455998 -0.00216346 0.00574885 0.00770458 0.00921274 0.0066593 0.00727467 0.0100633 0.00225774 -0.000666124 0.00665867 0.00707545 -0.000175305
internal_weight=0 2006 965 1952 702 907 1250 548 412 360 272 1133 842 733 109 648 415 358 136 1081 154 233 140 984 923 117
internal_count=2971 2006 965 1952 702 907 1250 548 412 360 272 1133 842 733 109 648 415 358 136 1081 154 233 140 984 923 117
is_linear=0
shrinkage=0.16829


Tree=5669
num_leaves=21
num_cat=0
split_feature=4 2 123 2 2 0 14 0 2 4 4 4 2 15 15 4 43 13 0 4
split_gain=37.9515 15.1652 5.59441 3.37239 3.26819 3.6115 1.25359 1.44627 1.46782 1.11898 1.0977 0.993316 0.933557 0.908992 1.39876 0.88961 0.433677 0.309918 0.0940542 0.0714648
threshold=0.31392000000000003 0.13388500000000003 1.0000000180025095e-35 0.15616000000000005 0.10523 -0.12851999999999997 0.073890000000000011 -0.10726999999999999 -1.0000000180025095e-35 0.020110000000000006 0.0019650000000000002 0.5567700000000001 0.15205000000000002 -0.46188999999999997 -0.22805999999999996 -0.0088849999999999988 -0.081694999999999976 0.095470000000000013 -0.070304999999999992 0.18572000000000002
decision_type=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 6 -6 7 10 -9 -10 -1 13 -3 -2 -15 17 -4 -7 -17 -12
right_child=3 12 16 -5 5 15 -8 8 9 -11 19 -13 -14 14 -16 18 -18 -19 -20 -21
leaf_value=0.0064404126960269092 0.0063765724765239042 0.0060721114698978852 0.0061775779276849168 0.0049778739329415303 0.0059826518522057967 0.0069397670229058286 0.0074742582692657643 0.0065862928886099561 0.0071460101204060197 0.0068444479247678569 0.0070881694544592576 0.0055184476873378786 0.005472045293500938 0.0055207619655722627 0.0061600224637532236 0.0067718076752189453 0.0065702471113876972 0.0072645519210697311 0.0065419557997882603 0.0068748285812782603
leaf_weight=66 56 63 76 52 58 100 92 60 1581 153 59 60 55 69 86 62 60 58 52 53
leaf_count=66 56 63 76 52 58 100 92 60 1581 153 59 60 55 69 86 62 60 58 52 53
internal_value=0 0.00695075 0.00700474 0.00575195 0.00704186 0.00673482 0.00709094 0.00707304 0.00710161 0.00711942 0.00678486 0.00590035 0.00579272 0.00600878 0.00587568 0.00689507 0.00635107 0.00705922 0.00666727 0.00698753
internal_weight=0 2648 2530 323 2394 330 2064 1972 1794 1734 178 271 118 211 155 272 136 158 114 112
internal_count=2971 2648 2530 323 2394 330 2064 1972 1794 1734 178 271 118 211 155 272 136 158 114 112
is_linear=0
shrinkage=0.0032998


Tree=5670
num_leaves=24
num_cat=0
split_feature=1 1 49 12 4 1 40 4 12 0 11 16 16 1429 475 50 16 48 48 16 1 12 0
split_gain=21.6305 3.41181 2.6466 1.66179 1.62458 1.44553 1.25377 1.17853 0.853403 0.612696 1.2169 0.736968 0.576477 0.566654 0.721287 0.478546 0.349424 0.452149 0.303487 0.293663 0.230048 0.172852 0.143467
threshold=0.10557500000000002 0.12313000000000002 -0.026279999999999998 0.085075000000000026 0.061295000000000009 0.089625000000000024 -0.034699999999999988 0.27998000000000006 0.11755500000000001 -0.14164999999999997 1.0000000180025095e-35 0.0015850000000000003 -0.00083999999999999993 0.086765000000000009 -0.078224999999999975 0.11540500000000002 -0.098494999999999985 0.083540000000000017 0.08956500000000002 -0.089369999999999991 0.14684500000000003 -0.079404999999999989 -0.089949999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 -5 19 -4 18 9 10 -8 12 15 14 -13 -11 -2 -18 -3 -1 21 -9 -21
right_child=1 7 6 4 -6 -7 8 20 -10 11 -12 13 -14 -15 -16 -17 17 -19 -20 22 -22 -23 -24
leaf_value=0.0013311140499840334 0.0011453405553203775 0.0011252328186914752 0.0012524640137127761 0.0017525780911055514 0.0010430146891039799 0.0010223267325012871 0.0016528540705358452 0.00073944717847329166 0.0013358271618452769 0.0017508220313170366 0.0022808750988522531 0.0012488448646478952 0.0020901427958905168 0.0018972625624366218 0.0016135284311967102 0.0015068397737110523 0.00064293566603451332 0.0010654554374587809 0.000788850159514824 0.0017646330998367767 0.00034084695000428949 0.00046866122584122668 0.0015106215193512761
leaf_weight=53 89 55 68 84 61 98 75 52 65 1172 62 73 52 59 333 97 53 59 65 52 57 53 52
leaf_count=53 89 55 68 84 61 98 75 52 65 1172 62 73 52 59 333 97 53 59 65 52 57 53 52
internal_value=0 0.000964828 0.00165561 0.00118455 0.00145432 0.00133787 0.001695 0.000695115 0.00171012 0.00172275 0.00193733 0.00170627 0.00174632 0.00159243 0.00154804 0.0017322 0.000989767 0.000865828 0.000943319 0.0015346 0.000511043 0.0006031 0.00163797
internal_weight=0 628 2311 346 145 255 2056 282 1988 1923 137 1786 1321 465 406 1269 201 112 120 157 162 105 104
internal_count=2939 628 2311 346 145 255 2056 282 1988 1923 137 1786 1321 465 406 1269 201 112 120 157 162 105 104
is_linear=0
shrinkage=0.0032998


Tree=5671
num_leaves=10
num_cat=0
split_feature=123 10 1443 13 9 1451 1453 52 2
split_gain=0.287523 0.320158 0.230852 0.212436 0.306178 0.171568 0.17369 0.175353 0.13385
threshold=0.10832000000000001 -0.089679999999999982 0.088580000000000006 -0.16140499999999997 0.084755000000000011 0.07839500000000002 -0.079499999999999987 0.51326500000000019 0.11454500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 6 -5 -8 -3
right_child=-2 2 -4 4 -6 -7 7 -9 -10
leaf_value=0.0014682809012529277 0.00011702052892190145 0.011647717920801114 0.00089200834495829426 0.021788391131640945 0.02358837896372408 0.0028489264481154713 0.01257293685470562 0.0055742054079429525 0.00078903206619585766
leaf_weight=84 62 58 52 56 70 54 2323 107 73
leaf_count=84 62 58 52 56 70 54 2323 107 73
internal_value=0 0.0117295 0.0120375 0.0122483 0.0125807 0.0122767 0.0124807 0.0122655 0.00561041
internal_weight=0 2877 2793 2741 2610 2540 2486 2430 131
internal_count=2939 2877 2793 2741 2610 2540 2486 2430 131
is_linear=0
shrinkage=0.16829


Tree=5672
num_leaves=21
num_cat=0
split_feature=4 2 1 155 457 0 4 14 4 1 0 50 50 0 1 16 4 151 4 16
split_gain=10.6412 3.60885 1.5723 1.08564 0.627888 0.673131 0.773089 0.591913 0.553844 0.540867 0.523712 0.493706 0.412314 0.42433 0.354178 0.311903 0.284167 0.19289 0.16932 0.147669
threshold=0.31392000000000003 0.14132000000000003 0.095640000000000017 0.090655000000000013 0.079020000000000021 -0.10298499999999998 0.022635000000000006 0.073890000000000011 0.094220000000000012 0.12895500000000001 -0.076589999999999978 0.08956500000000002 0.11669000000000002 -0.13409999999999997 0.077845000000000011 -0.45743999999999996 0.010535000000000001 -0.030624999999999996 -0.072004999999999986 -0.49057499999999993
decision_type=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 8 10 17 12 14 13 -1 -12 -10 18 -2 -7 -11
right_child=9 -3 3 -5 -6 16 -8 -9 15 19 11 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0010336303593472122 0.00051383375877810946 0.00051631018561516611 0.00055211528666334947 0.0013642915152413488 0.00067163662514549644 0.0010735497025986512 0.0011015718157274721 0.0014970366695209085 0.0011629055337294091 0.00051782122129573436 0.0011361917644695698 0.0013683553183337037 0.0010231656636962546 0.0012968210761648777 0.00087437277591454973 0.00083160826926106089 0.00096110924228778004 0.00074466932583611438 0.0013066726085356854 0.00029601779181932119
leaf_weight=72 67 89 61 86 71 62 52 90 68 52 299 84 72 1226 71 59 82 101 83 92
leaf_count=72 67 89 61 86 71 62 52 90 68 52 299 84 72 1226 71 59 82 101 83 92
internal_value=0 0.00117013 0.00119304 0.00102618 0.000955348 0.00101449 0.000805274 0.00123366 0.00122149 0.000525335 0.00123625 0.00113836 0.00126866 0.00128225 0.00108605 0.00100927 0.00111848 0.00065282 0.00120724 0.000376358
internal_weight=0 2627 2538 497 411 340 113 2041 1951 312 1824 454 1370 1298 370 127 227 168 145 144
internal_count=2939 2627 2538 497 411 340 113 2041 1951 312 1824 454 1370 1298 370 127 227 168 145 144
is_linear=0
shrinkage=0.0032998


Tree=5673
num_leaves=16
num_cat=0
split_feature=2 147 16 1 12 1446 42 48 52 52 52 16 16 48 12
split_gain=0.235619 0.242591 0.365625 0.295523 0.182021 0.176388 0.334802 0.171008 0.228609 0.520764 0.170627 0.154866 0.0821317 0.0610477 0.0418116
threshold=0.13554000000000002 0.093085000000000015 -0.4193599999999999 0.11319000000000001 -0.095319999999999988 0.088415000000000007 0.087170000000000011 0.10971000000000002 -0.015539999999999998 -0.010034999999999999 -0.092084999999999986 -0.15693499999999996 -0.53342999999999996 0.085790000000000019 0.088055000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 -4 7 -7 8 10 -10 -6 -2 -1 -13 -14
right_child=11 -3 4 -5 5 6 -8 -9 9 -11 -12 13 14 -15 -16
leaf_value=0.0033343935588955489 0.010801530050783907 0.021413075109973975 0.02071465369553557 -0.0032993735613202359 0.010773048680482247 -0.0046993665106582344 0.011949640744263367 0.019469895903235227 0.028391765270488971 0.011644031938742408 0.0057750288422159226 -0.0017131126556670516 0.014896677514139811 0.0053817547853704387 0.008064141868885575
leaf_weight=54 81 59 55 91 477 58 83 70 55 1284 329 75 52 63 53
leaf_count=54 81 59 55 91 477 58 83 70 55 1284 329 75 52 63 53
internal_value=0 0.0107104 0.0104724 0.00433455 0.0111081 0.0108831 0.00508837 0.0112511 0.0109821 0.0123333 0.00873514 0.00495658 0.00871495 0.00151283 0.011465
internal_weight=0 2720 2661 250 2411 2356 141 2215 2145 1339 806 219 159 138 105
internal_count=2939 2720 2661 250 2411 2356 141 2215 2145 1339 806 219 159 138 105
is_linear=0
shrinkage=0.16829


Tree=5674
num_leaves=25
num_cat=0
split_feature=1 3 2 2 15 39 2 12 2 3 15 14 3 160 47 2 12 2 160 15 483 3 151 1
split_gain=14.75 2.64542 1.49828 1.12138 1.11041 0.76157 0.755268 0.606475 0.55732 0.531991 0.51607 0.470794 0.869571 0.361422 0.338434 0.306498 0.26857 0.234838 0.252332 0.411365 0.223904 0.226948 0.200954 0.0571804
threshold=0.10575500000000002 -0.036264999999999992 0.093320000000000014 0.14561000000000004 -0.24211499999999997 0.082765000000000019 0.10656 0.11755500000000001 -1.0000000180025095e-35 0.092005000000000017 -0.092489999999999989 0.076450000000000004 -0.13117499999999996 0.0065900000000000012 0.090515000000000026 0.083935000000000023 0.098355000000000012 0.11366500000000002 -0.35906499999999991 -0.050529999999999999 0.096520000000000009 0.081495000000000012 -0.0035949999999999997 0.11925000000000001
decision_type=2 2 2 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 11 8 -2 7 14 9 -3 17 23 12 -1 16 -6 -15 20 18 -4 -20 21 -14 -17 -10
right_child=1 3 5 -5 6 -7 -8 -9 10 -11 -12 -13 13 15 -16 22 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.0011579379954753336 0.00076838401829029429 0.00062534822198775963 0.0013249549424004625 0.00043134384374539733 0.0016685570733569238 0.0010444709017381649 0.0010544800804156008 0.0011123398835490184 0.00086621988001092047 0.0011704247840905613 0.0011185759366306178 0.0018069489522429363 0.0016135181639445502 0.0012091978604950432 0.0013068554461353227 0.0013818475321655391 0.0013979060429230863 0.0013304487090002863 0.0014126253360041401 0.001648728999434674 0.0013779990933588332 0.0013985930754933204 0.0016427581048942634 0.00070845869321234053
leaf_weight=62 52 83 65 89 56 70 75 68 55 69 100 79 1079 54 60 70 86 94 138 204 53 59 65 54
leaf_count=62 52 83 65 89 56 70 75 68 55 69 100 79 1079 54 60 70 86 94 138 204 53 59 65 54
internal_value=0 0.000928244 0.00150005 0.000756407 0.00119752 0.00137315 0.00131417 0.00140916 0.000855363 0.0014445 0.00094654 0.00155593 0.00154293 0.00155919 0.00148177 0.00142262 0.00157938 0.00148218 0.00151714 0.00155356 0.00159245 0.00160241 0.00150773 0.000788386
internal_weight=0 624 2315 381 243 708 191 638 292 570 209 1607 1528 1466 116 189 1277 501 407 342 1191 1138 135 109
internal_count=2939 624 2315 381 243 708 191 638 292 570 209 1607 1528 1466 116 189 1277 501 407 342 1191 1138 135 109
is_linear=0
shrinkage=0.0032998


Tree=5675
num_leaves=29
num_cat=0
split_feature=2 158 0 403 3 0 2 12 12 3 1210 403 3 403 12 12 11 15 15 52 39 158 12 1210 42 15 15 2
split_gain=0.336287 0.283085 0.285506 0.270419 0.253824 0.294525 0.284519 0.244818 0.236641 0.848702 0.216622 0.199418 0.26623 0.219025 0.190714 0.179564 0.208781 0.164737 0.187598 0.15867 0.14872 0.134747 0.119058 0.115265 0.105354 0.0948574 0.0867782 0.075972
threshold=0.098655000000000007 0.078875000000000015 -0.085719999999999977 0.084620000000000015 0.085880000000000012 -0.10028499999999999 0.090020000000000017 0.10830500000000001 0.087625000000000022 -0.043609999999999989 -0.078184999999999991 -0.072664999999999993 -0.088314999999999991 -0.0068949999999999992 0.085280000000000009 0.092995000000000008 0.078065000000000009 -0.084904999999999994 -0.42075999999999997 -0.057374999999999995 0.083645000000000011 0.10784000000000001 0.10859000000000001 -0.094999999999999987 0.11697 -0.036279999999999993 -0.056634999999999991 0.087355000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 27 8 5 6 14 10 9 -2 23 12 -12 -13 -1 -10 22 18 -11 -19 -20 -4 26 -7 -24 -6 -17 -3
right_child=3 2 21 -5 25 7 -8 -9 15 17 11 13 -14 -15 -16 16 -18 19 20 -21 -22 -23 24 -25 -26 -27 -28 -29
leaf_value=0.027223134062277558 -0.01511956584589441 0.024431941449380244 0.015488190704328351 0.016481098753632795 0.0059066003224729083 0.0074544178215624783 0.0058891502708628626 -0.00034581152698424169 0.0158081408582669 0.0097615070477483617 0.020810514217613162 -0.0013812618060669391 0.010269718638072941 0.0094033088026479472 0.013499392042032829 0.0045465898067967598 0.014375795601828405 0.015395433911489233 -0.0071579889535679994 0.0047294576615772993 0.0043555269774481001 0.004103575567675816 0.012412185166837383 -0.0034820955762384664 0.0024063716287925836 -0.0033749333413118691 -0.0042315605385777437 0.015999557150023241
leaf_weight=63 67 71 54 63 70 56 52 77 69 62 101 56 211 1011 54 68 71 72 65 89 62 66 65 53 56 56 60 56
leaf_count=63 67 71 54 63 70 56 52 77 69 62 101 56 211 1011 54 68 71 72 65 89 62 66 65 53 56 56 60 56
internal_value=0 0.00979097 0.0151548 0.00585009 0.00907772 0.00960789 0.016295 0.00888462 0.0050169 0.00222582 0.00936348 0.00993471 0.0136877 0.00883561 0.0209045 0.00800426 0.00631593 0.00555135 0.00216924 0.00951049 -0.00152307 0.00924162 0.00401052 0.00212018 0.00779624 0.00176722 0.000417796 0.0207279
internal_weight=0 2107 247 869 1860 1734 169 1565 806 417 1488 1379 312 1067 117 389 320 350 189 161 127 120 249 109 121 126 128 127
internal_count=2976 2107 247 869 1860 1734 169 1565 806 417 1488 1379 312 1067 117 389 320 350 189 161 127 120 249 109 121 126 128 127
is_linear=0
shrinkage=0.16829


Tree=5676
num_leaves=36
num_cat=0
split_feature=1 155 12 2 2 12 16 51 124 3 3 2 3 1 12 12 0 0 123 2 3 12 0 483 1 1 48 403 15 15 15 3 3 15 2
split_gain=13.2895 3.33064 1.67454 1.26296 1.24392 0.821948 0.759638 0.605981 0.544917 1.00838 0.642721 0.522685 0.480892 0.461417 0.785907 0.489921 0.777256 0.75216 0.446293 0.318431 0.310668 0.340359 0.304665 0.309937 0.304336 0.185563 0.18171 0.179166 0.162723 0.0677984 0.0672715 0.0574707 0.0829516 0.0516524 0.113556
threshold=0.10075500000000003 0.09198000000000002 0.085845000000000019 0.11504500000000002 0.098655000000000007 0.10125500000000003 0.0054050000000000009 0.022440000000000005 -0.086434999999999984 0.040040000000000006 0.13772500000000001 0.11719 -0.096099999999999977 0.088860000000000008 0.087035000000000015 0.091290000000000024 -0.064179999999999973 -0.07106999999999998 0.086445000000000008 0.072175000000000017 -0.016294999999999994 0.093245000000000008 -0.095554999999999987 0.089065000000000019 0.081720000000000015 0.087480000000000016 0.089640000000000011 0.098420000000000021 0.10841500000000003 -0.071844999999999978 0.097920000000000021 -0.078759999999999983 -0.082824999999999982 -0.0058149999999999999 0.091290000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 5 13 -4 8 12 -2 18 -11 -8 -6 15 -15 16 19 27 -10 25 21 -14 24 -24 -21 -1 -12 33 29 -23 31 32 -16 -17 -35
right_child=1 -3 3 -5 7 -7 11 -9 9 10 26 -13 20 14 30 17 -18 -19 -20 22 -22 28 23 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 34 -36
leaf_value=0.0015469125387212702 0.001302453726269656 0.0018900215897802454 0.0018939358271619392 0.0010445280499371634 0.0013673944600028588 0.0013787281200308543 0.0015465649887240231 0.0012953663633363476 0.00051241775382427409 0.0014183813308240019 0.0010994474032972349 0.0010878794104055226 0.0019686349953387575 0.0014382055599044372 0.0018641636203345874 0.0017578248198547035 0.0022203020096821483 0.0013466420481934385 0.00089460577958397857 0.0020464165765632894 0.0015068607757291025 0.00169534402178703 0.0018480227637779471 0.0015900735571200508 0.0017516898754032361 0.0018191129416093629 0.00082938551513226874 0.0016066123162072809 0.0018278174884123403 0.0015177441328951503 0.0016948814138458852 0.0019152927187190375 0.0016880245864075074 0.0019983835144055839 0.0017860085254882293
leaf_weight=62 55 81 62 63 55 76 54 61 58 53 61 56 66 96 70 80 63 52 80 159 68 53 691 57 53 54 52 52 59 55 71 61 63 53 71
leaf_count=62 55 81 62 63 55 76 54 61 58 53 61 56 66 96 70 80 63 52 80 159 68 53 691 57 53 54 52 52 59 55 71 61 63 53 71
internal_value=0 0.00125728 0.00118074 0.00143325 0.00176515 0.00161045 0.00107244 0.00160192 0.000998519 0.000943415 0.0011171 0.00131337 0.00165435 0.00180277 0.00169589 0.00182941 0.00186134 0.00171122 0.000734231 0.00184029 0.00170667 0.00176483 0.00186036 0.00182841 0.0019729 0.00167393 0.000975483 0.00178514 0.00168408 0.00160523 0.0017891 0.0018234 0.00178099 0.00183048 0.00187707
internal_weight=0 751 670 201 2225 138 469 417 359 304 166 110 356 1808 361 1447 1139 308 138 1076 301 233 960 748 212 116 113 256 167 108 265 194 133 204 124
internal_count=2976 751 670 201 2225 138 469 417 359 304 166 110 356 1808 361 1447 1139 308 138 1076 301 233 960 748 212 116 113 256 167 108 265 194 133 204 124
is_linear=0
shrinkage=0.0032998


Tree=5677
num_leaves=29
num_cat=0
split_feature=4 12 1 12 16 11 16 48 4 12 1 40 4 130 1 43 12 4 4 49 12 1209 43 16 12 4 133 43
split_gain=7.69906 2.62309 1.72866 0.684886 0.512321 0.359779 0.339533 0.299677 0.294893 0.272434 0.478258 0.254997 0.246716 0.234092 0.199429 0.242499 0.184464 0.17656 0.188428 0.157062 0.194969 0.180119 0.124714 0.134628 0.0746504 0.0570452 0.0565229 0.0102037
threshold=0.31392000000000003 0.056995000000000011 0.092845000000000025 0.093910000000000007 0.18879500000000002 1.0000000180025095e-35 -0.090774999999999981 0.083540000000000017 -0.088709999999999983 -0.0066799999999999993 0.086165000000000005 -0.050089999999999989 -0.012384999999999998 0.0016050000000000003 0.091915000000000011 -0.076949999999999977 0.10279500000000001 0.51395000000000002 0.50027500000000014 0.093040000000000012 0.09227500000000001 0.086895000000000014 -0.075374999999999984 0.19384500000000002 0.098595000000000016 -0.076164999999999997 0.090030000000000013 -0.018369999999999997
decision_type=2 2 2 2 2 2 2 2 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 6 8 -4 -8 -3 -1 -11 -2 -9 14 22 -16 -15 18 -13 20 21 -10 -5 24 -24 -17 -21 -27
right_child=11 3 4 13 -6 -7 7 12 19 10 -12 17 -14 16 15 25 -18 -19 -20 26 -22 -23 23 -25 -26 27 -28 -29
leaf_value=0.0011123860838966203 0.0002825644546666958 0.00083033912395188134 0.00077913366321043513 0.00095680977469669664 0.000913232952849123 0.0012712714344541025 0.00029922659402120889 0.00073562150051169849 0.0010800120289387273 0.0010422552266901154 0.00066236873255480066 0.00045787989175904607 0.00045360268187887416 0.001208817225371717 0.00081047956526165098 0.0011242246779682526 0.00096537772528891596 0.00034510164410518813 0.00068916552736328904 0.00089378562097522471 0.0012271553395235527 0.0008916462926121801 0.00093924771694292759 0.00065939803457410265 0.00078585223857984238 0.0010370715344287754 0.0010437374756342224 0.00095473857550658911
leaf_weight=103 89 60 57 92 52 95 63 60 972 91 61 98 80 59 66 71 87 65 65 73 96 61 70 52 79 54 52 53
leaf_count=103 89 60 57 92 52 95 63 60 972 91 61 98 80 59 66 71 87 65 65 73 96 61 70 52 79 54 52 53
internal_value=0 0.000977546 0.000778214 0.00103155 0.000613194 0.00107331 0.00055305 0.000489395 0.00105897 0.000979984 0.000890033 0.000433292 0.00057472 0.000945366 0.000913047 0.00098369 0.001064 0.000491974 0.000550326 0.00106988 0.00108241 0.00106892 0.000854097 0.00080691 0.000858154 0.00104772 0.000956447 0.000996619
internal_weight=0 2659 567 2092 312 1409 260 203 1314 255 152 317 140 683 537 244 146 228 163 1254 1129 1033 293 201 149 178 125 107
internal_count=2976 2659 567 2092 312 1409 260 203 1314 255 152 317 140 683 537 244 146 228 163 1254 1129 1033 293 201 149 178 125 107
is_linear=0
shrinkage=0.0032998


Tree=5678
num_leaves=16
num_cat=0
split_feature=4 159 48 48 0 130 43 403 43 3 471 16 4 49 43
split_gain=0.341237 0.217251 0.193193 0.222048 0.206366 0.185956 0.3292 0.176834 0.165644 0.27774 0.18557 0.108745 0.207013 0.083318 0.0823219
threshold=0.31392000000000003 0.087060000000000012 -0.089609999999999981 -0.024949999999999996 -0.23043999999999995 0.085400000000000018 -0.45780999999999999 -0.092714999999999978 -0.0011349999999999999 -0.11749 0.086625000000000008 -0.54150999999999994 0.50027500000000014 0.098445000000000019 -0.068344999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 -1 -4 -5 6 -6 -7 10 -10 -8 -2 -13 14 -9
right_child=1 -3 3 4 5 7 8 13 9 -11 -12 12 -14 -15 -16
leaf_value=0.019625410551723874 0.0067903823838283322 0.010725160658770765 -0.00058266348567026765 0.02018735031087138 -0.004308002951619096 0.022023158211547818 0.010674344756737696 0.01745539051538918 0.014396620220708268 0.0055886720256379807 0.001078068161524233 -0.0090947612126862174 0.0033395913739008493 0.0059709674382206653 0.010235027521666669
leaf_weight=54 65 91 61 52 52 55 1364 77 123 588 60 61 100 61 112
leaf_count=54 65 91 61 52 52 55 1364 77 123 588 60 61 100 61 112
internal_value=0 0.00378025 0.00963138 0.00942352 0.00966415 0.00944385 0.00889849 0.0133485 0.00922099 0.00711494 0.0102713 0.000975901 -0.0013604 0.0114328 0.0131862
internal_weight=0 317 2659 2605 2544 2492 2187 305 2135 711 1424 226 161 250 189
internal_count=2976 317 2659 2605 2544 2492 2187 305 2135 711 1424 226 161 250 189
is_linear=0
shrinkage=0.16829


Tree=5679
num_leaves=19
num_cat=0
split_feature=15 49 49 39 49 14 0 0 0 14 0 0 0 0 160 42 49 49
split_gain=15.3632 6.76062 3.22337 3.07381 1.83895 1.71265 1.60615 1.42447 1.08823 0.96776 1.48098 1.17496 0.731101 0.592565 0.585493 0.466474 0.255763 0.152044
threshold=-0.26361999999999991 -0.032624999999999994 -0.064889999999999989 0.098380000000000009 0.13022500000000004 -0.42227999999999993 -0.068189999999999987 -0.11471499999999998 -0.087734999999999994 0.073890000000000011 -0.11991499999999998 -0.077809999999999976 -0.14920999999999998 -0.18240499999999996 -0.078324999999999992 0.086745000000000003 -0.084599999999999981 0.17351000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 6 4 9 -1 7 13 -7 10 12 15 -3 -2 -13 -12 -9 -6
right_child=1 3 -4 -5 17 8 -8 16 -10 -11 11 14 -14 -15 -16 -17 -18 -19
leaf_value=0.0011837799483746963 0.0015014989772878856 0.001648523182001808 0.00068692292696532933 0.00092197678272794075 0.0011590221947436255 0.00079770583007826167 0.00099076002641230684 0.0016349712777554276 0.00025594685699309054 0.0020992156349967797 0.0018521404411527981 0.00141491216760832 0.001146844349761733 0.0010135012949874956 0.0016769457596646502 0.0017166204164914157 0.0019377046218727126 0.0014135319855579764
leaf_weight=67 53 59 91 55 52 91 82 77 73 77 807 112 70 57 606 437 54 56
leaf_count=67 53 59 91 55 52 91 82 77 73 77 807 112 70 57 606 437 54 56
internal_value=0 0.00162514 0.00123625 0.0016942 0.00171284 0.000738784 0.0013909 0.0015269 0.000556772 0.00173383 0.00172035 0.00174294 0.00137657 0.00124895 0.00163612 0.00180456 0.00176003 0.00129132
internal_weight=0 2745 414 2331 2276 231 323 241 164 2168 2091 1962 129 110 718 1244 131 108
internal_count=2976 2745 414 2331 2276 231 323 241 164 2168 2091 1962 129 110 718 1244 131 108
is_linear=0
shrinkage=0.0032998


Tree=5680
num_leaves=35
num_cat=0
split_feature=4 52 4 0 52 2 124 52 15 403 484 0 43 15 4 52 0 4 15 2 52 15 2 1 15 43 2 0 52 15 2 160 1 160
split_gain=0.52581 0.317939 0.279913 0.368667 0.272769 0.306634 0.297321 0.240919 0.224631 0.204964 0.204821 0.198091 0.193226 0.207565 0.248922 0.272534 0.191259 0.365844 0.210078 0.202586 0.199325 0.172885 0.170767 0.168424 0.160726 0.158539 0.136074 0.109086 0.105544 0.0969685 0.401908 0.175906 0.174187 0.0415509
threshold=0.028075000000000006 0.086555000000000007 -0.016339999999999997 -0.14104999999999998 -0.06860999999999999 0.14870000000000003 -0.076164999999999983 -0.34918499999999997 -0.064619999999999983 0.093255000000000018 0.085515000000000022 -0.033754999999999993 0.092445000000000013 -0.047859999999999993 -0.051789999999999996 -0.060344999999999996 -0.085994999999999974 -0.081864999999999979 -0.0065999999999999991 0.090020000000000017 0.089575000000000016 -0.086319999999999994 0.087355000000000002 0.090195000000000011 0.092495000000000008 0.037915000000000011 0.086935000000000012 -0.084964999999999985 -0.034409999999999989 -0.10763999999999999 0.11558500000000001 -0.037434999999999989 0.093390000000000015 -0.16220999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 7 6 -6 -2 21 11 12 16 13 23 15 -15 18 20 -3 33 -18 22 28 -1 -21 29 -10 -28 -5 30 -8 -31 -33 -19
right_child=4 9 3 8 5 -7 25 -9 26 -11 -12 -13 -14 14 -16 -17 17 19 -20 24 -22 -23 -24 -25 -26 -27 27 -29 -30 31 -32 32 -34 -35
leaf_value=0.019374834232077736 0.005186886218209264 0.012352957046306104 0.0013126132923485894 0.0033395827056537488 -0.00091592970970797338 -0.0048071122378173974 0.018237671983107495 -0.0082550194849318661 0.02377756949649288 0.0052946126069882051 -0.00016116360740955839 0.024118842809780425 0.017340996630336662 0.012566268580136286 -0.00327163102345164 0.0049549515129734779 0.0099761001749575969 0.016902006599302903 0.024554634364345716 0.0037740882134755334 -0.0044088592109481784 0.0029852347533130051 0.019296463567376146 0.0067435229443053094 0.014657517020836452 0.016586527071724883 0.0088148012254734166 0.019518804747788745 0.014067265440592055 0.012066132876579457 0.0014762153965368441 -0.0047828384344815516 0.0074669567660340655 0.02383576974601621
leaf_weight=67 77 85 78 52 91 60 97 74 77 83 98 53 58 190 71 451 56 52 77 59 53 64 76 55 113 77 52 58 53 79 70 59 74 52
leaf_count=67 77 85 78 52 91 60 97 74 77 83 98 53 58 190 71 451 56 52 77 59 53 64 76 55 113 77 52 58 53 79 70 59 74 52
internal_value=0 0.0101524 0.00877832 0.0119865 0.00500222 0.006595 0.00784897 -0.00138864 0.0139095 0.0131674 0.00712381 0.0142535 0.00792619 0.00726929 0.00616571 0.00721384 0.0132944 0.0112408 0.0181636 0.0145026 0.0029651 0.0105396 0.0132008 0.0136951 0.0109347 0.00960205 0.0183151 0.0144751 0.00877162 0.0081783 0.0112227 0.00577166 0.00201933 0.0203862
internal_weight=0 2183 1500 510 758 607 547 151 432 683 990 600 892 834 712 641 547 385 162 276 109 245 181 122 172 456 187 110 105 379 167 212 133 104
internal_count=2941 2183 1500 510 758 607 547 151 432 683 990 600 892 834 712 641 547 385 162 276 109 245 181 122 172 456 187 110 105 379 167 212 133 104
is_linear=0
shrinkage=0.16829


Tree=5681
num_leaves=21
num_cat=0
split_feature=1 1 52 2 2 42 14 14 16 147 2 51 15 40 15 16 52 2 48 4
split_gain=21.5108 5.42197 2.24772 2.23925 1.51145 1.26768 1.02285 1.01466 0.953112 0.778355 0.777749 0.580862 0.575776 0.645154 0.558769 0.555496 0.394846 0.635228 0.434447 0.328995
threshold=0.10331000000000003 0.13436000000000001 -0.41694999999999993 1.0000000180025095e-35 0.10803500000000001 0.073240000000000013 0.064610000000000015 -0.22654999999999997 -0.014854999999999998 0.085805000000000006 0.13388500000000003 -0.096089999999999981 -0.19153499999999998 -0.0057599999999999986 -0.13843999999999998 -0.061714999999999992 -0.046194999999999993 0.084275000000000003 0.090350000000000014 0.42405000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 6 -4 9 -5 14 12 -3 -6 -1 -14 -9 -13 17 -15 -18 -12
right_child=1 10 3 7 11 -7 -8 8 -10 -11 19 15 13 16 -16 -17 18 -19 -20 -21
leaf_value=0.0018471692761214558 0.0015538433099936428 0.00062568457711016049 0.00095138888027609329 0.0011394433446334029 0.0014535159442155166 0.0015451541599230845 0.0018942777940768299 0.0004819043596767251 0.00023936777175266038 0.0011595373897543431 0.00037215216895871041 0.0012744908775478971 0.0012381241241637042 0.0011552543959633596 0.00090770870636744242 0.00085460639918926806 0.0015743156625751271 0.0015002206817985315 0.0013301771514693825 2.5705833813321619e-05
leaf_weight=60 73 80 83 53 102 75 81 52 52 66 62 101 88 72 97 53 1220 326 87 58
leaf_count=60 73 80 83 53 102 75 81 52 52 66 62 101 88 72 97 53 1220 326 87 58
internal_value=0 0.000830895 0.00101946 0.00092469 0.00149868 0.00123346 0.00152932 0.000732481 0.000624997 0.0015139 0.000373448 0.00125917 0.0015265 0.00151575 0.000759342 0.00113021 0.00153006 0.0014379 0.00155809 0.000204997
internal_weight=0 685 485 412 2256 158 2000 254 201 1919 200 256 1853 1793 149 154 1705 398 1307 120
internal_count=2941 685 485 412 2256 158 2000 254 201 1919 200 256 1853 1793 149 154 1705 398 1307 120
is_linear=0
shrinkage=0.0032998


Tree=5682
num_leaves=18
num_cat=0
split_feature=3 482 12 12 3 12 12 41 3 52 52 52 52 47 12 156 15
split_gain=0.525899 0.237494 0.222181 0.296789 0.237753 0.217797 0.181015 0.247739 0.211676 0.173349 0.231703 0.25784 0.305087 0.171934 0.150264 0.121004 0.0497628
threshold=0.3148450000000001 -0.21842499999999998 0.083725000000000008 0.084065000000000015 -0.11749 0.084565000000000015 0.13936000000000001 0.082560000000000008 -0.059315 0.053330000000000009 -0.085009999999999988 -0.14816999999999997 -0.40011499999999994 0.096770000000000009 -0.012249999999999999 0.050840000000000003 -0.0039399999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5 7 8 -7 10 11 12 -6 14 -12 -13 -11
right_child=-2 2 3 5 9 6 -8 -9 -10 16 13 15 -14 -15 -16 -17 -18
leaf_value=-0.0025335059721860128 -0.0045601507469139454 -0.001518216929684156 0.021460787209276428 0.00027112955901763302 0.014103506209676002 0.0095034651162615256 0.0013722598852256233 0.021661525925507009 0.020144602438542894 0.010195583517599839 -0.0015247645404149722 0.02252906173586083 -0.0037700586187150477 0.012778173240714239 0.0057529883901678075 0.010947911730880758 0.016758691229699675
leaf_weight=52 87 91 61 70 53 1679 69 52 55 81 151 52 55 52 171 52 58
leaf_count=52 87 91 61 70 53 1679 69 52 55 81 151 52 55 52 171 52 58
internal_value=0 0.00870872 0.008918 0.00988038 0.00657353 0.00951248 0.00986024 0.0101872 0.00984202 0.00759166 0.00631829 0.0107676 0.00498459 0.00379141 0.00233455 0.0167558 0.0129471
internal_weight=0 2854 2802 1986 816 1925 1855 1786 1734 725 586 212 108 374 322 104 139
internal_count=2941 2854 2802 1986 816 1925 1855 1786 1734 725 586 212 108 374 322 104 139
is_linear=0
shrinkage=0.16829


Tree=5683
num_leaves=29
num_cat=0
split_feature=4 3 3 43 16 4 42 14 16 4 0 43 4 13 3 51 13 0 13 13 16 3 12 3 42 3 4 0
split_gain=31.3166 12.1527 5.07031 4.71478 2.20389 1.95703 1.4321 1.22988 1.2213 1.19385 0.878334 1.5242 1.11272 0.732669 0.680171 0.609381 0.503078 0.460332 0.531619 0.519277 0.43273 0.360401 0.301402 0.263369 0.237636 0.226584 0.20644 0.483475
threshold=0.31392000000000003 -0.06533499999999999 0.28833000000000003 -0.035884999999999993 -0.53870999999999991 0.043640000000000005 -1.0000000180025095e-35 -0.45687499999999998 -0.43708999999999992 0.024470000000000002 -0.063509999999999983 -0.079944999999999988 -0.46195999999999998 -0.016319999999999998 0.08796000000000001 -0.093789999999999984 -0.071964999999999987 -0.14867499999999997 0.0040450000000000009 0.17888000000000001 -0.10750499999999999 -0.07798999999999999 0.090805000000000011 -0.096949999999999995 0.086745000000000003 -0.094654999999999975 -0.055754999999999992 -0.10147999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 6 -2 10 -3 -6 16 15 17 -12 -13 -8 -11 -5 -9 -1 23 25 22 -22 -7 -19 -25 -20 -17 -28
right_child=4 2 -4 9 7 20 13 8 -10 14 11 12 -14 -15 -16 26 -18 18 19 -21 21 -23 -24 24 -26 -27 27 -29
leaf_value=0.0021183943616585985 0.0010062769304016233 0.0014196597903729593 0.00034964204922556378 0.0019474102244070063 0.00077233320687132101 0.0017346672372260477 0.0010332371717599886 0.00021823034437262807 -0.00011013712673230627 0.0014910150665989705 0.0012055852958402836 0.0021126018002324974 0.0015028883865848546 0.0006006110439657292 0.0009941641696351517 0.0017172944401521828 0.00066580998899316347 0.0015991974239881086 0.0013538867225282643 0.0018769720534400575 0.0011088897982341511 0.0014981876733740327 0.0014178716818438941 0.001881329176951268 0.0017853466131649816 0.0016307096179875044 0.0012582977698024056 0.0017084106191361259
leaf_weight=52 75 53 65 69 59 73 79 55 72 73 76 63 69 94 52 73 55 56 52 73 53 53 63 623 560 95 53 53
leaf_count=52 75 53 65 69 59 73 79 55 72 73 76 63 69 94 52 73 55 56 52 73 53 53 63 623 560 95 53 53
internal_value=0 0.00161175 0.00122572 0.00132073 0.000512029 0.00174244 0.000944228 0.000358072 0.000223584 0.00154876 0.00178164 0.00157927 0.00179415 0.000798372 0.00128461 0.00168175 0.00044234 0.00180948 0.00179845 0.00164731 0.00146379 0.00130387 0.00158818 0.00182525 0.00183592 0.00153303 0.00157915 0.00148369
internal_weight=0 2625 664 599 316 1961 226 241 182 373 1719 208 132 173 125 248 110 1511 1459 220 242 106 136 1239 1183 147 179 106
internal_count=2941 2625 664 599 316 1961 226 241 182 373 1719 208 132 173 125 248 110 1511 1459 220 242 106 136 1239 1183 147 179 106
is_linear=0
shrinkage=0.0032998


Tree=5684
num_leaves=22
num_cat=0
split_feature=1 3 2 39 2 14 3 3 13 2 2 15 150 51 3 15 1 3 15 13 3
split_gain=13.0672 3.98196 1.79339 1.48288 1.30657 0.875612 0.674966 0.755816 0.584771 0.521381 0.423721 0.390284 0.73983 0.441759 0.425486 0.359333 0.397052 0.345519 0.319669 0.227974 0.210429
threshold=0.10331000000000003 -0.049204999999999992 0.14808000000000002 0.055555000000000007 0.11504500000000002 0.064610000000000015 0.090170000000000014 0.25089000000000006 -0.0087649999999999985 0.11366500000000002 0.096080000000000013 -0.025879999999999997 0.089810000000000015 -0.08563999999999998 -0.13117499999999996 -0.19153499999999998 0.077845000000000011 -0.064349999999999991 0.087670000000000012 -0.018299999999999997 -0.0024599999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 6 5 19 9 8 -8 20 11 -5 12 15 -13 -15 -1 -17 -11 -16 -2 -3
right_child=1 2 -4 10 -6 -7 7 -9 -10 17 -12 13 -14 14 18 16 -18 -19 -20 -21 -22
leaf_value=0.0016794345667165719 0.001511373841317151 0.00092290728749105304 0.00026959896996189126 0.0012677965329366584 0.00086885244776276375 0.0017925593301847181 0.0011491916871992831 0.0007021492131405368 0.00038822698558345245 0.0013681096860441943 0.00087077721016726466 0.0012684067031825882 0.001043941065289006 0.0017853780408206385 0.0015446058104251451 0.0014409058487044107 0.0012213724948197016 0.0010296660358863681 0.0014305206411264391 0.0012716923798393068 0.00064362577052044345
leaf_weight=54 86 68 81 59 76 78 100 71 55 89 60 98 64 56 547 425 117 54 555 94 54
leaf_count=54 86 68 81 59 76 78 100 71 55 89 60 98 64 56 547 425 117 54 555 94 54
internal_value=0 0.000907018 0.000712474 0.00142755 0.00123289 0.00144756 0.000815456 0.000963784 0.000671957 0.00143448 0.00106791 0.00144893 0.00138317 0.00148346 0.00150163 0.00141954 0.00139358 0.00124055 0.00148718 0.0013864 0.00079958
internal_weight=0 685 429 2256 256 2137 348 171 177 2059 119 1916 660 1256 1158 596 542 143 1102 180 122
internal_count=2941 685 429 2256 256 2137 348 171 177 2059 119 1916 660 1256 1158 596 542 143 1102 180 122
is_linear=0
shrinkage=0.0032998


Tree=5685
num_leaves=15
num_cat=0
split_feature=34 14 0 0 2 4 43 448 148 42 42 42 41 1213
split_gain=0.293516 0.294129 0.437912 0.401089 0.759261 0.542803 0.258747 0.174535 0.193774 0.201786 0.404875 0.426585 0.237235 0.160477
threshold=-0.066379999999999981 -0.13131999999999996 -0.10462499999999998 -0.15127999999999997 0.092250000000000013 0.40318000000000004 -0.079409999999999994 -0.076874999999999985 -0.062044999999999996 0.087170000000000011 0.086510000000000017 0.085790000000000019 0.077300000000000021 -0.090324999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -3 -6 -1 -5 -9 10 11 -10 13 -11
right_child=1 3 -4 7 5 -7 -8 8 9 12 -12 -13 -14 -15
leaf_value=-0.0062257474261257269 0.029392149398777975 0.014539510219708724 0.0090733226102103787 0.019495954748573616 -0.019099259747493817 0.0029184256767546247 0.0096691380296149935 0.0002116160428366948 0.0085722628447334609 0.0040862991838970728 -0.0056577835706357162 0.023450556180562545 0.022352787368596722 0.01186091081828536
leaf_weight=64 52 87 72 52 52 81 53 61 1372 84 54 57 57 782
leaf_count=64 52 87 72 52 52 81 53 61 1372 84 54 57 57 782
internal_value=0 0.0095759 0.0176086 0.00921159 0.00230986 -0.00567649 0.000959145 0.00981365 0.00960883 0.00984634 0.00862597 0.00916699 0.0118052 0.0111089
internal_weight=0 2863 124 2739 220 133 117 2519 2467 2406 1483 1429 923 866
internal_count=2980 2863 124 2739 220 133 117 2519 2467 2406 1483 1429 923 866
is_linear=0
shrinkage=0.16829


Tree=5686
num_leaves=19
num_cat=0
split_feature=10 40 14 1 3 2 1 160 3 2 4 2 47 43 43 13 14 4
split_gain=0.308836 0.311735 0.208913 0.310288 0.288647 0.274744 0.418705 0.393199 0.326841 0.233039 0.190102 0.144621 0.137367 0.183792 0.141369 0.120042 0.112722 0.105153
threshold=-0.089679999999999982 1.0000000180025095e-35 -0.13131999999999996 0.10331000000000003 -0.17010999999999998 0.085730000000000015 0.088035000000000016 0.0065900000000000012 -0.020049999999999995 0.08622500000000001 -0.045759999999999988 0.10584500000000001 0.089575000000000016 -0.0068849999999999996 -0.081744999999999984 -0.066634999999999986 -0.46226499999999993 0.41315500000000005
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 -4 7 9 8 -6 -7 11 -5 13 14 -12 -14 -2 -15
right_child=1 -3 3 10 5 6 -8 -9 -10 -11 12 -13 15 17 -16 -17 -18 -19
leaf_value=-0.0024206854177581953 0.0098631946149927378 -0.0020495697982495947 0.020281107665864891 0.003441448846194206 0.01118437865380591 -0.0030119613031319484 -0.0034817082648359887 -0.00010322850449051209 0.02449748218788601 0.0083699946100588424 0.00042198731920993081 0.015361004148911837 0.012047670399096627 0.00017521382194805104 -0.011147895078066733 0.0017817441851264012 0.02058905165501819 0.0096523503723364903
leaf_weight=83 55 85 61 52 661 53 99 81 57 1183 68 66 64 75 53 66 58 60
leaf_count=83 55 85 61 52 661 53 99 81 57 1183 68 66 64 75 53 66 58 60
internal_value=0 0.00797445 0.00827809 0.0079799 0.00884528 0.00851755 0.00703654 0.0109898 0.0122438 0.00788048 0.00420744 0.0101235 0.00239423 0.000124747 -0.00463096 0.00684956 0.0153844 0.00440058
internal_weight=0 2897 2812 2699 2195 2134 1335 799 718 1236 504 118 386 256 121 130 113 135
internal_count=2980 2897 2812 2699 2195 2134 1335 799 718 1236 504 118 386 256 121 130 113 135
is_linear=0
shrinkage=0.16829


Tree=5687
num_leaves=30
num_cat=0
split_feature=1 1 16 16 39 39 1 13 1 0 16 1 43 150 16 0 0 0 156 0 1 16 13 13 43 43 0 133 42
split_gain=23.5921 4.77899 2.32404 2.30892 2.28238 1.27413 1.00942 1.09259 0.906931 0.829762 0.680871 0.679073 0.619395 1.03876 0.491833 0.43899 0.431991 0.427189 0.348823 0.229774 0.215299 0.211453 0.220864 0.343921 0.208855 0.235463 0.174032 0.156088 0.158781
threshold=0.10575500000000002 0.13074500000000003 0.23074000000000003 -0.0096749999999999978 0.0047850000000000011 0.084950000000000012 0.15390500000000004 -0.0062949999999999994 0.088035000000000016 -0.056754999999999993 -0.49057499999999993 0.078320000000000015 -0.00045499999999999995 0.082085000000000019 0.052690000000000008 -0.15445999999999996 -0.034759999999999992 -0.099704999999999974 0.050840000000000003 -0.083694999999999978 0.13809000000000002 -0.019749999999999993 0.0044550000000000006 0.16218500000000005 -0.025879999999999997 -0.08237499999999999 -0.09300499999999999 0.089400000000000021 0.086310000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 9 10 7 20 -6 12 -2 16 14 15 21 -14 -11 -17 -13 -19 -3 22 26 -24 25 -23 -1 28 -16
right_child=1 6 -4 -5 8 -7 -8 -9 -10 11 -12 18 13 -15 27 17 -18 19 -20 -21 -22 24 23 -25 -26 -27 -28 -29 -30
leaf_value=0.0015855276136087671 0.0010331544145283768 0.00029637048528276608 0.0015838096129213298 0.000520605033280851 0.0014276762323953258 0.00074286629567648255 0.00013655257126009223 0.00098658218375824252 0.00088729913215257136 0.0014992600128417705 0.0014725674166761284 0.0018085926702931373 0.001825757058379333 0.0011341164915284387 0.0014706960234890116 0.0013281373626898381 0.0011167926537324971 0.001709990831630238 0.0014509484707284316 0.001534085019942945 0.0005759141634126768 0.0017887752928422243 0.0013740651406334724 0.0017211354909255387 0.0019291452334964305 0.0015677592658824263 0.0017250391485419021 0.0014234313625309299 0.0017173064319942592
leaf_weight=128 64 55 85 90 73 62 59 63 64 56 99 57 78 60 54 77 79 138 66 218 68 206 65 63 77 75 541 91 69
leaf_count=128 64 55 85 90 73 62 59 63 64 56 99 57 78 60 54 77 79 138 66 218 68 206 65 63 77 75 541 91 69
internal_value=0 0.000876586 0.00109896 0.000968012 0.00158967 0.00114682 0.000513386 0.000632729 0.00117549 0.00161547 0.00130025 0.00143854 0.00163898 0.00154689 0.00167737 0.00159528 0.00127571 0.00155369 0.00161697 0.00160237 0.000451201 0.00170456 0.00167383 0.00154516 0.00177286 0.00172991 0.0016984 0.00153044 0.00160932
internal_weight=0 645 400 315 2335 225 245 186 137 2198 163 258 1940 571 1369 511 135 433 123 356 123 1155 797 128 358 281 669 214 123
internal_count=2980 645 400 315 2335 225 245 186 137 2198 163 258 1940 571 1369 511 135 433 123 356 123 1155 797 128 358 281 669 214 123
is_linear=0
shrinkage=0.0032998


Tree=5688
num_leaves=22
num_cat=0
split_feature=1 4 4 16 148 48 1443 0 48 34 43 0 0 1453 39 0 13 133 1 0 13
split_gain=0.249965 0.309384 0.381961 0.562124 0.231347 0.230163 0.438792 0.296176 0.273015 0.21284 0.208667 0.202785 0.174872 0.162679 0.165606 0.106357 0.243746 0.1015 0.134695 0.0781969 0.0457062
threshold=0.10575500000000002 -0.040394999999999993 0.056815000000000011 -0.0038249999999999998 -0.083019999999999983 0.093225000000000016 0.084655000000000022 -0.086954999999999991 -0.07965499999999999 -0.010739999999999998 0.034420000000000006 -0.16423499999999996 -0.00077999999999999999 -0.064559999999999992 0.0047850000000000011 -0.105195 -0.071964999999999987 0.10784000000000001 0.080320000000000016 -0.033754999999999993 -0.085539999999999991
decision_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 12 3 -3 -1 6 8 20 -6 -4 13 -11 -2 -10 -15 -13 -17 18 -12 -18 -7
right_child=1 2 9 -5 5 7 -8 -9 10 11 17 15 -14 14 -16 16 19 -19 -20 -21 -22
leaf_value=0.018608663844233143 0.019008615269950273 0.0041835262150252831 -0.0036911476121314385 -0.018445006446418926 -0.0037941707151114244 0.011883485100658875 0.02322174679355803 -0.0050733956804966196 0.00030117430194339181 -0.001057246392989829 0.0048249426709796352 0.014699744040609182 0.0055746456159465876 0.0099222118693872447 0.002824778659024375 0.00026852002478567683 0.0079385547801541154 0.0095303696648442373 -0.004840647090591484 0.016740615400624936 0.0048131518768402262
leaf_weight=60 58 75 62 53 53 52 56 84 57 70 176 71 53 1509 100 86 62 81 53 55 54
leaf_count=60 58 75 62 53 53 52 56 84 57 70 176 71 53 1509 100 86 62 81 53 55 54
internal_value=0 0.0045215 0.00283673 -0.00517207 0.00827125 0.00799783 0.00850915 0.0023773 0.0081022 0.0053661 0.00842219 0.00700374 0.0126104 0.00916918 0.00948222 0.00906967 0.00709168 0.00440192 0.00258008 0.0120916 0.00829857
internal_weight=0 645 534 128 2335 2275 2085 190 2029 406 1976 344 111 1666 1609 274 203 310 229 117 106
internal_count=2980 645 534 128 2335 2275 2085 190 2029 406 1976 344 111 1666 1609 274 203 310 229 117 106
is_linear=0
shrinkage=0.16829


Tree=5689
num_leaves=13
num_cat=0
split_feature=48 0 1443 1 39 39 0 147 448 151 151 2
split_gain=0.179851 0.479287 0.293336 0.157097 0.156977 0.199828 0.195339 0.174785 0.186771 0.208394 0.150645 0.0902382
threshold=0.093225000000000016 -0.048199999999999993 0.084655000000000022 0.15099500000000002 0.088755000000000014 0.10650000000000001 0.12469500000000001 0.089245000000000005 -0.06797499999999998 0.077805000000000013 -0.03268999999999999 0.10498
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 6 -6 7 8 -1 -10 -2 -12
right_child=1 -3 -4 -5 5 -7 -8 -9 9 -11 11 -13
leaf_value=0.016769441147778546 -0.00032113407546037487 -0.01215155669875298 0.018629044789617369 -0.0023864066143570541 -0.0029860720101427349 0.00937984533261812 0.015415982863163081 -0.000420115065412191 0.0064476783895738811 0.016695043711241375 0.0043666470659940318 0.011744432324198905
leaf_weight=54 91 53 57 56 102 58 75 94 2092 58 97 93
leaf_count=54 91 53 57 56 102 58 75 94 2092 58 97 93
internal_value=0 0.0025172 0.00667059 0.00640661 0.00660172 0.00148534 0.00694594 0.00666872 0.00697187 0.00672495 0.0052903 0.00798733
internal_weight=0 334 2646 2589 2533 160 2373 2298 2204 2150 281 190
internal_count=2980 334 2646 2589 2533 160 2373 2298 2204 2150 281 190
is_linear=0
shrinkage=0.16829


Tree=5690
num_leaves=13
num_cat=0
split_feature=10 11 0 41 4 9 10 157 4 1456 52 0
split_gain=0.455758 0.383666 0.355904 0.302555 0.243771 0.23817 0.292558 0.200218 0.19355 0.195756 0.174556 0.0221291
threshold=1.0000000180025095e-35 1.0000000180025095e-35 0.121355 0.078610000000000013 -0.39175499999999991 -0.073894999999999988 -0.013164999999999998 0.10119000000000002 -0.092854999999999979 0.088975000000000012 -0.072144999999999987 -0.070134999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 10 -6 -7 8 11 -10 -1 -8
right_child=-2 2 -4 -5 5 6 7 -9 9 -11 -12 -13
leaf_value=0.0069131742511714242 -0.0064614735470674006 0.023870505491217876 0.0011656466944298439 0.0088675484913719616 0.016153199571746883 -0.0058548320835800447 0.00070540402857767026 -0.0030639886097239646 0.0059254033266838337 -0.0020301901897699895 0.020010622750479171 -0.0038099221055256358
leaf_weight=66 89 82 56 72 52 73 72 85 2134 91 52 53
leaf_count=66 89 82 56 72 52 73 72 85 2134 91 52 53
internal_value=0 0.00575637 0.0126891 0.0168678 0.00521205 0.00486619 0.00463146 0.00494657 0.00523708 0.00559922 0.0127002 -0.00119472
internal_weight=0 2888 210 154 2678 2560 2508 2435 2350 2225 118 125
internal_count=2977 2888 210 154 2678 2560 2508 2435 2350 2225 118 125
is_linear=0
shrinkage=0.16829


Tree=5691
num_leaves=16
num_cat=0
split_feature=2 30 14 2 2 52 52 2 51 1429 40 52 48 2 51
split_gain=9.63137 4.69025 1.43953 1.89622 1.50834 1.01866 1.37706 0.900305 0.690695 0.443861 0.424887 0.374129 0.34855 0.338183 0.271198
threshold=0.12750000000000003 0.085915000000000019 0.073890000000000011 -0.10238999999999998 0.10121500000000001 -0.45635499999999996 1.0000000180025095e-35 0.16730000000000003 -0.2661949999999999 0.087700000000000014 -0.025204999999999995 -0.5320649999999999 0.082425000000000012 0.11621000000000002 -0.031924999999999995
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 12 10 -5 11 -2 -10 -7 -8 -12
right_child=7 -3 -4 4 5 6 13 -9 9 -11 14 -13 -14 -15 -16
leaf_value=0.00080572744909313866 0.00054617204335678413 0.00047412075382618151 0.00172422268547345 0.0010095030235958732 0.0014700775376935429 0.0010328473509960418 0.0013930851215297948 0.00035230613406384031 0.0016304550493303994 0.001091594137291982 0.0010669937403534372 0.0013831332275081581 0.00076927413872223554 0.0010784665566174977 0.00076516270735204695
leaf_weight=78 62 72 97 56 103 148 143 75 71 56 52 1732 89 52 91
leaf_count=78 62 72 97 56 103 148 143 75 71 56 52 1732 89 52 91
internal_value=0 0.00130577 0.00132857 0.00131337 0.00132952 0.00117416 0.00110353 0.000662517 0.00137291 0.00138383 0.000775837 0.00139289 0.000934017 0.00130937 0.000875166
internal_weight=0 2697 2625 2528 2450 535 432 280 1915 1859 205 1803 237 195 143
internal_count=2977 2697 2625 2528 2450 535 432 280 1915 1859 205 1803 237 195 143
is_linear=0
shrinkage=0.0032998


Tree=5692
num_leaves=25
num_cat=0
split_feature=1 3 123 34 1 0 48 1 3 12 3 3 157 15 403 1456 1 1 15 40 12 133 403 15
split_gain=26.0868 4.87389 2.58824 2.04867 1.04301 0.953111 0.906732 0.821811 0.667891 0.603398 0.581139 0.940746 0.461094 0.414 0.385135 0.364328 0.374503 0.365111 0.315381 0.280109 0.245206 0.208504 0.0396316 0.0105703
threshold=0.10921500000000002 -0.036264999999999992 0.080635000000000012 -0.023104999999999997 0.12313000000000002 -0.076589999999999978 -0.07965499999999999 0.117245 -0.12077499999999998 -0.083219999999999988 -0.14088999999999999 -0.098469999999999988 -0.004729999999999999 -0.090324999999999989 -0.072664999999999993 -0.16825499999999996 0.096315000000000026 0.092485000000000026 -0.091554999999999984 -0.082239999999999994 0.092235000000000025 0.087045000000000025 -0.45015499999999992 -0.11532999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 5 -3 23 6 -1 -2 -8 -6 20 -12 -13 -11 22 -10 17 -17 -9 -4 -7 -16 -14 -5
right_child=1 3 19 4 9 10 8 18 15 13 11 12 14 -15 21 16 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0015969495378019359 0.0017741294174289871 0.00027036551069784545 0.0015572387439024228 0.0012689956286150216 0.0010458597196961749 0.0018662339838652678 0.002233983305339777 0.0011324931482323704 0.0022317342134411619 0.00044178715192834362 0.0013595983392899337 0.0020423075129582073 0.0018472070459034859 0.00085631819917541944 0.0017682274763261953 0.001947618334735239 0.0017420894111794358 0.0022034401045355869 0.001464699163018523 0.0012197235199446898 0.0021951644201759599 0.0015734034731743213 0.0019898862474431317 0.0011809782140574699
leaf_weight=74 73 56 59 52 70 52 102 52 52 53 58 78 52 53 155 1320 95 66 83 52 52 106 60 52
leaf_count=74 73 56 59 52 70 52 102 52 52 53 58 78 52 53 155 1320 95 66 83 52 52 106 60 52
internal_value=0 0.00109339 0.00189287 0.000847396 0.000962676 0.00191644 0.00195673 0.00149058 0.00197299 0.000807274 0.00180408 0.00175764 0.00180875 0.000649385 0.00175981 0.0019556 0.00194588 0.00195983 0.001337 0.00139944 0.00203104 0.00168924 0.00192396 0.00122533
internal_weight=0 544 2433 336 280 2322 1709 208 1635 176 613 509 451 106 373 1533 1481 1386 135 111 104 261 112 104
internal_count=2977 544 2433 336 280 2322 1709 208 1635 176 613 509 451 106 373 1533 1481 1386 135 111 104 261 112 104
is_linear=0
shrinkage=0.0032998


Tree=5693
num_leaves=24
num_cat=0
split_feature=1 3 123 16 1 3 12 52 16 16 52 16 3 16 12 3 12 12 1 52 12 483 12
split_gain=31.0641 6.26291 4.7692 2.36943 1.36514 1.35497 0.716407 0.685375 0.67929 0.641572 0.640874 0.907361 1.12195 0.561629 0.516077 0.763619 0.413916 0.336444 0.264913 0.262077 0.249492 0.23635 0.17163
threshold=0.10575500000000002 -0.036264999999999992 0.080635000000000012 -0.082244999999999985 0.13601500000000002 -0.073444999999999983 0.11878500000000002 -0.22711499999999998 -0.33811499999999994 0.022165000000000004 0.023800000000000005 -0.004174999999999999 0.088880000000000015 -0.27157999999999993 0.081080000000000013 -0.15041499999999997 0.091290000000000024 0.090455000000000021 0.11690500000000002 -0.27957499999999996 0.091840000000000019 0.092240000000000003 0.10156000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 9 8 10 -5 -1 18 11 12 -7 -6 -10 -16 21 -12 -3 -13 -18 -17 -19
right_child=1 4 -4 7 13 6 -8 -9 14 -11 17 19 -14 -15 15 16 20 22 -20 -21 -22 -23 -24
leaf_value=0.00085920724600611659 0.00022012089698629229 0.00013844402154942912 0.00034034886610222632 0.001145180098241518 -0.00051483860517304871 0.00092942291921415874 0.00061607316148002442 0.00070265925737304129 0.00082672906075928303 0.00042504712398852909 0.0013057362930834744 0.00091966851192563459 0.00033484251350474677 -9.5066634505237144e-05 0.0014405307235981402 0.0011929046266482451 0.00084440670344270504 0.0008896919648376042 -0.00011091074497565402 0.0012256198486902204 0.0010876960618579007 0.00097049002446864257 0.0011529988394638996
leaf_weight=94 93 102 97 65 65 94 65 94 53 57 77 56 55 75 100 929 53 57 85 71 428 57 55
leaf_count=94 93 102 97 65 65 94 65 94 53 57 77 56 55 75 100 929 53 57 85 71 428 57 55
internal_value=0 0.00023478 0.00105724 0.000639002 -3.03983e-05 0.00108822 0.000942006 0.000883786 0.00113341 0.000118531 0.00098749 0.000885537 0.000710183 -0.000290212 0.0011493 0.00116018 0.00114105 0.00113619 2.49126e-05 0.00109099 0.00106096 0.00118008 0.00101931
internal_weight=0 636 2341 252 384 2244 530 159 1714 244 465 276 149 140 1620 1567 1467 189 187 127 481 986 112
internal_count=2977 636 2341 252 384 2244 530 159 1714 244 465 276 149 140 1620 1567 1467 189 187 127 481 986 112
is_linear=0
shrinkage=0.0032998


Tree=5694
num_leaves=18
num_cat=0
split_feature=123 147 4 3 12 13 51 455 3 3 147 3 13 131 133 13 4
split_gain=0.362529 0.314294 0.367067 0.223813 0.220858 0.209822 0.454001 0.206075 0.191263 0.332516 0.225911 0.184672 0.149267 0.0693503 0.0647588 0.0501783 0.0128616
threshold=0.10832000000000001 0.096370000000000011 0.10516000000000002 -0.14719499999999996 0.096265000000000003 -0.097214999999999982 0.081260000000000013 0.079195000000000015 -0.14186499999999996 -0.10859999999999999 1.0000000180025095e-35 -0.24149499999999999 -0.009244999999999998 0.088865000000000013 0.08517000000000001 -0.14545999999999995 0.41696500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 12 6 15 8 11 -10 -11 -7 13 14 -5 -1 -14
right_child=-2 -3 3 4 -6 7 -8 -9 9 10 -12 -13 16 -15 -16 -17 -18
leaf_value=0.016690274665618274 -0.0050354802049487023 0.020275575826499956 0.012940967887487363 0.0012518919006835319 -0.0069955136302559413 0.0070427775068974867 0.0033663884977679017 0.018281739013311048 -0.0041778742451650209 0.0078407909697286969 -0.0030773933133518123 0.019433578707807143 5.1069886437563919e-06 0.010888050817140456 0.0078240918616066212 0.023930835087667711 -0.0037037466422607467
leaf_weight=57 65 55 57 98 69 65 74 52 71 1891 55 73 52 58 76 57 52
leaf_count=57 65 55 57 98 69 65 74 52 71 1891 55 73 52 58 76 57 52
internal_value=0 0.00765578 0.0074122 0.00306284 0.00166815 0.00825045 0.0136602 0.00778882 0.00753479 0.00711822 0.00753129 0.0136104 0.00345264 0.00582938 0.00413283 0.0203263 -0.00183205
internal_weight=0 2912 2857 462 405 2395 188 2207 2155 2017 1946 138 336 232 174 114 104
internal_count=2977 2912 2857 462 405 2395 188 2207 2155 2017 1946 138 336 232 174 114 104
is_linear=0
shrinkage=0.16829


Tree=5695
num_leaves=16
num_cat=0
split_feature=4 1455 11 3 1429 160 16 15 4 43 13 151 151 16 3
split_gain=0.386794 0.306236 0.285208 0.781683 0.270542 0.506682 0.262189 0.336471 0.258568 0.169772 0.237979 0.178428 0.166168 0.161788 0.0731998
threshold=0.31392000000000003 0.098205000000000015 0.080705000000000013 -0.15500999999999998 0.084710000000000021 -0.07163499999999999 -0.11082499999999999 -0.097454999999999986 -0.49010499999999996 0.19508000000000003 -0.041479999999999996 0.085445000000000007 -0.15147499999999997 -0.52819999999999989 -0.0005399999999999999
decision_type=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 -4 11 -11 12 -5 -2 -15
right_child=6 -3 8 4 5 -7 -8 -9 -10 10 -12 -13 -14 14 -16
leaf_value=-0.013356467486011788 0.014641901618799162 0.016301951482794001 0.0052291959309171956 -0.00017069222090899548 -0.0099425137085843735 0.010233219685412714 -0.0083104391925447347 -0.0076339060191735848 0.02047303805148409 0.0088233074980705716 -0.0044745678446874481 -0.0011706065033874624 0.0078827017695617761 -0.00043600137020475757 0.0076526622725850112
leaf_weight=58 53 91 55 75 77 65 74 61 75 69 85 68 1893 64 62
leaf_count=58 53 91 55 75 77 65 74 61 75 69 85 68 1893 64 62
internal_value=0 0.00669839 0.00635088 0.00593203 0.00641253 -0.000694491 0.000440598 0.00314632 0.0140375 0.00687417 0.00147191 0.0072819 0.00757488 0.00683007 0.00352988
internal_weight=0 2611 2520 2390 2332 142 314 240 130 2190 154 2036 1968 179 126
internal_count=2925 2611 2520 2390 2332 142 314 240 130 2190 154 2036 1968 179 126
is_linear=0
shrinkage=0.16829


Tree=5696
num_leaves=23
num_cat=0
split_feature=4 2 2 376 0 2 14 0 0 0 4 0 4 15 155 133 4 42 2 4 4 160
split_gain=24.8736 8.59016 3.64618 2.59365 2.53331 1.54505 1.27337 0.885375 0.784219 0.802103 1.26824 1.01332 0.516611 0.412308 0.529586 0.526263 0.451798 0.333183 0.308265 0.302432 0.247802 0.14927
threshold=0.31392000000000003 0.10100500000000003 0.14253500000000002 0.048375000000000008 -0.12851999999999997 0.13913500000000004 0.073890000000000011 -0.105195 -0.11742499999999999 -0.075804999999999997 -0.34140499999999996 -0.051394999999999989 0.056815000000000011 0.050935000000000008 0.082265000000000019 0.047685000000000005 -0.0069049999999999988 0.086105000000000015 0.087815000000000018 -0.0048949999999999992 0.010535000000000001 0.061085000000000007
decision_type=2 2 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 19 7 8 -2 12 18 -11 -12 -1 14 15 16 -6 -9 20 -3 -10 -20
right_child=5 2 -4 -5 13 -7 -8 17 9 10 11 -13 -14 -15 -16 -17 -18 -19 21 -21 -22 -23
leaf_value=0.0012072323259559794 0.00089967083152981602 0.00066161634799662508 0.00054294874636196368 0.0009928082842931799 0.00090230025356944862 0.00015080353634864841 0.0020300748702223779 0.00063842085205188619 0.0017303792677941174 0.001858295596011671 0.0014910368202433048 0.00098139876503645701 0.0016333391685983691 0.0016097465839869053 0.0015536941185954362 0.0014317536626344306 0.0013087708606395207 0.00029532813799756105 0.0015829044469823942 0.0010024350519724893 0.0014984661994586425 0.0017435032210138049
leaf_weight=80 103 54 87 70 60 85 88 70 819 84 224 53 52 82 94 102 61 56 402 62 56 81
leaf_count=80 103 54 87 70 60 85 88 70 819 84 224 53 52 82 94 102 61 56 402 62 56 81
internal_value=0 0.00151444 0.00116847 0.0016181 0.00127407 0.000531267 0.00164065 0.000672334 0.00162212 0.00164105 0.00150187 0.00139365 0.00137536 0.001399 0.00134437 0.00125597 0.00110751 0.000486215 0.00167802 0.000844082 0.00171558 0.00160991
internal_weight=0 2611 602 2009 515 314 1939 229 1851 1719 361 277 132 399 317 223 121 126 1358 116 875 483
internal_count=2925 2611 602 2009 515 314 1939 229 1851 1719 361 277 132 399 317 223 121 126 1358 116 875 483
is_linear=0
shrinkage=0.0032998


Tree=5697
num_leaves=30
num_cat=0
split_feature=4 3 3 3 123 0 43 4 157 39 4 4 16 48 43 4 3 0 16 0 4 0 1375 43 50 52 16 158 0
split_gain=17.3309 6.13313 2.92259 1.60274 1.2353 1.04584 1.44889 0.918082 1.10952 0.866828 0.779406 0.631059 0.496308 0.409597 0.391454 0.387312 0.375637 0.35028 0.371905 0.625947 0.248724 0.23661 0.206485 0.120106 0.170267 0.1352 0.099797 0.0900942 0.0530536
threshold=0.31392000000000003 -0.069909999999999986 0.28833000000000003 0.143375 0.080635000000000012 -0.068669999999999995 -0.083479999999999985 -0.4950449999999999 -0.065184999999999979 0.088025000000000006 0.043640000000000005 -0.49269499999999994 -0.10750499999999999 0.087645000000000015 -0.041049999999999996 0.012315000000000001 0.093925000000000022 -0.083414999999999975 -0.14463999999999996 -0.099704999999999974 0.078235000000000013 -0.105195 -0.012944999999999998 -0.083209999999999992 0.093975000000000017 0.088250000000000009 0.0060400000000000011 0.078875000000000015 -0.079964999999999994
decision_type=2 2 2 2 2 2 2 2 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 7 10 -7 -3 -9 21 17 -8 27 -6 -13 16 -10 18 -1 -20 -17 -2 -21 25 26 28 -25 -12 -19
right_child=3 2 -4 -5 13 6 11 8 15 -11 12 14 -14 -15 -16 20 -18 23 19 22 -22 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=0.0018875754976602559 0.00099586022643624811 0.0017031896297872017 0.00048811519672698454 0.00013060427441172748 0.0010913807542700517 0.00093820093609366898 0.0017766237980244724 0.00081817172411992019 0.0013162713762716713 0.00046571004895578326 0.0013694837179038532 0.0015539853381841492 0.0010940240057805974 0.00071966209382203893 0.0012084927160986335 0.0010274529398052084 0.0016263494877859607 0.0014509192036325661 0.0012830218089498083 0.001809240262342231 0.0012919976655780664 0.00073148773438226069 0.0016057903448019504 0.0015335101102756058 0.0013222729857699596 0.0016968231041432533 0.0013861656257495357 0.0015605338976812713 0.0015916699751650355
leaf_weight=52 77 53 66 66 77 78 54 59 196 97 62 64 62 57 85 71 56 78 65 63 91 74 608 286 70 71 68 57 62
leaf_count=52 77 53 66 66 77 78 54 59 196 97 62 64 62 57 85 71 56 78 65 63 91 74 608 286 70 71 68 57 62
internal_value=0 0.00140898 0.00115108 0.000588251 0.00121732 0.00150829 0.00132171 0.00128955 0.00124313 0.000709902 0.00154096 0.00146889 0.00133568 0.000933525 0.00135713 0.0013036 0.00138532 0.00156704 0.00161416 0.0015948 0.00117627 0.000866534 0.00162494 0.00150852 0.00147517 0.00157536 0.00150531 0.00146129 0.0015135
internal_weight=0 2611 726 314 660 1885 281 526 473 248 1604 203 181 134 149 414 252 1423 788 736 162 151 671 635 424 211 354 119 140
internal_count=2925 2611 726 314 660 1885 281 526 473 248 1604 203 181 134 149 414 252 1423 788 736 162 151 671 635 424 211 354 119 140
is_linear=0
shrinkage=0.0032998


Tree=5698
num_leaves=25
num_cat=0
split_feature=1 3 124 10 14 3 51 4 13 4 1 160 158 133 4 4 43 13 1 43 13 4 49 402
split_gain=18.7263 3.46379 2.02807 1.7558 1.23131 2.32742 1.19478 1.08221 1.06138 0.900277 0.573211 0.629378 0.489168 0.506993 0.374786 0.339996 0.657097 0.360995 0.243542 0.235311 0.260751 0.165934 0.130456 0.110513
threshold=0.10398500000000001 -0.055389999999999988 -0.080429999999999988 -0.0093599999999999985 0.056865000000000006 -0.11749 0.084510000000000016 0.31392000000000003 0.064420000000000019 0.008570000000000003 0.13546500000000003 -1.0000000180025095e-35 0.019155000000000002 0.081310000000000007 0.08920500000000002 -0.078249999999999986 -0.052849999999999994 -1.0000000180025095e-35 0.11584000000000001 -0.00067499999999999993 -0.0081349999999999981 -0.00090499999999999988 -1.0000000180025095e-35 0.085495000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 -1 -3 5 8 10 18 -4 15 11 -5 13 14 -11 19 21 -18 -2 23 -21 -17 -13 -7
right_child=1 3 4 6 -6 9 -8 -9 -10 12 -12 22 -14 -15 -16 16 17 -19 -20 20 -22 -23 -24 -25
leaf_value=0.0010810589464697708 0.0015582947907355001 0.00033371153771853039 0.0008113165841960318 0.0011683760803001091 0.0019734160927704627 0.001630141769135828 0.0012017048694080985 0.00094634895000094202 0.0013977439588721296 0.0013802382985323657 0.00053813838595535542 0.00060957781070403204 0.0016448146311222292 0.0015436157384172062 0.0010105221012207603 0.0016499899286070944 0.0015601839980521099 0.0013357921661245314 0.0012895622406315088 0.0016756113155266229 0.0019235718911683206 0.0018281088085131761 0.00083413434049804658 0.0017547306514009522
leaf_weight=87 81 82 55 53 91 375 89 75 88 70 87 53 96 94 54 502 270 114 72 98 95 69 65 110
leaf_count=87 81 82 55 53 91 375 89 75 88 70 87 53 96 94 54 502 270 114 72 98 95 69 65 110
internal_value=0 0.000943551 0.00157637 0.000768673 0.00159611 0.00157967 0.000871357 0.00127244 0.00117244 0.00160956 0.000757264 0.000868542 0.00144679 0.00135943 0.00121952 0.00164084 0.00160007 0.00149366 0.00143206 0.0016982 0.00179785 0.00167158 0.000733573 0.00165847
internal_weight=0 657 2268 429 2181 2090 347 228 143 1947 258 171 314 218 124 1633 955 384 153 678 193 571 118 485
internal_count=2925 657 2268 429 2181 2090 347 228 143 1947 258 171 314 218 124 1633 955 384 153 678 193 571 118 485
is_linear=0
shrinkage=0.0032998


Tree=5699
num_leaves=24
num_cat=0
split_feature=4 10 2 16 41 2 16 4 1429 133 51 4 4 43 4 159 43 43 39 15 16 16 43
split_gain=0.495052 0.270536 0.355309 0.240237 0.324574 0.262558 0.288897 0.276924 0.393364 0.591509 0.221105 0.253519 0.336925 0.24536 0.208122 0.167834 0.195459 0.171166 0.160173 0.210383 0.116057 0.069949 0.034079
threshold=0.31392000000000003 1.0000000180025095e-35 0.11543500000000002 -0.14669499999999996 0.077915000000000012 0.098180000000000003 0.51165500000000008 -0.40515499999999993 0.084710000000000021 0.086100000000000024 0.11794000000000002 -0.0086549999999999978 -0.072659999999999988 -0.064539999999999986 0.061295000000000009 0.084435000000000024 0.19508000000000003 -0.081404999999999991 0.086505000000000012 -0.41725999999999991 -0.39761999999999992 0.62925500000000012 -0.029255
decision_type=2 2 2 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 7 10 -5 15 -10 11 12 -7 -13 -1 16 -9 -17 19 -4 22 -8 -16
right_child=1 -3 18 4 -6 6 21 8 9 -11 -12 13 -14 -15 20 17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.020056399671811071 0.013421513086992212 -0.0087930695475998098 0.0032027650029758832 0.019891609445393702 -0.0021874100135321458 -0.0052208182211708259 0.016874493516550557 0.0098343955630514884 -0.013212020962055895 0.011929185329043598 0.011136668440110924 0.0042219952329609336 0.0091468527253138997 -0.010975455222327513 0.010369781861367182 0.0095847487647887763 0.0011326122417066058 0.020387693321370148 0.0062635815263634093 -0.011566526686237406 0.0035775040102582838 0.0084066709551803235 0.016122067108664252
leaf_weight=94 80 56 55 73 80 65 62 1289 53 53 86 52 159 71 66 84 78 84 69 54 53 52 57
leaf_count=94 80 56 55 73 80 65 62 1289 53 53 86 52 159 71 66 84 78 84 69 54 53 52 57
internal_value=0 0.00179954 0.00410568 0.00887948 0.00832928 0.00870219 0.00548445 0.00972803 0.00927481 -0.000624469 0.00349431 0.00159506 0.00496964 -0.00453591 0.0136432 0.00995958 0.00933919 0.0149969 -7.11241e-05 -0.00409765 0.0102078 0.0130277 0.0130501
internal_weight=0 314 258 2611 2341 2261 547 1714 1641 106 433 347 224 123 270 1535 1367 168 178 109 176 114 123
internal_count=2925 314 258 2611 2341 2261 547 1714 1641 106 433 347 224 123 270 1535 1367 168 178 109 176 114 123
is_linear=0
shrinkage=0.16829


Tree=5700
num_leaves=25
num_cat=0
split_feature=1 474 10 151 2 2 160 16 2 1 157 3 399 133 133 3 41 43 3 16 1 3 133 3
split_gain=0.268614 0.30638 0.330458 0.321561 0.19757 0.268081 0.205795 0.204123 0.408323 0.182934 0.20655 0.181683 0.161119 0.137621 0.156697 0.151551 0.268085 0.188137 0.179439 0.15353 0.120656 0.0824952 0.0816908 0.0916342
threshold=0.095920000000000019 0.085515000000000022 -0.16262499999999996 0.044055000000000004 -0.032374999999999994 0.092250000000000013 1.0000000180025095e-35 0.31625000000000009 0.11218000000000002 0.09215000000000001 -0.086989999999999984 -0.082234999999999989 0.088190000000000018 0.11588000000000002 0.15242000000000003 -0.115685 0.078150000000000011 -0.09361499999999999 -0.092319999999999985 -0.03614499999999999 0.10290000000000001 -0.077104999999999993 0.51243500000000008 -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
left_child=9 2 -2 4 -4 6 20 8 -7 10 11 -1 13 15 -15 16 -12 19 -19 -17 -6 -11 23 -16
right_child=1 -3 3 -5 5 7 -8 -9 -10 21 12 -13 -14 14 22 17 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=0.019100558210339402 0.014523696440376885 0.013370080320645751 -0.0075566409167283086 0.012557292556508599 0.0097720084459238226 -0.014791297349750383 0.015276728596278089 0.0064393467332175729 0.00034518869152108569 0.0088246132040837727 -0.0037092507867343681 0.0064236968033481367 0.013459281697134826 -0.0056684372631965472 0.0078387300623392504 0.0062186443570786511 0.011344191821125185 -0.0023909723765951751 0.0070990976251090456 0.016901810318375753 0.000424502270035096 0.017834215309363841 0.01022450880671358 -0.00091358332986658732
leaf_weight=73 63 87 74 71 57 68 53 74 195 53 94 58 92 52 56 63 52 59 1168 99 126 66 55 85
leaf_count=73 63 87 74 71 57 68 53 74 195 53 94 58 92 52 56 63 52 59 1168 99 126 66 55 85
internal_value=0 0.00389139 0.0028332 0.00180493 0.000622219 0.00168161 0.00603285 -0.00136021 -0.0035616 0.00741015 0.00702803 0.0135016 0.00657478 0.00621854 0.00252866 0.00681352 0.00163994 0.00735603 0.00664131 0.0127583 0.00334584 0.0138366 0.00471256 0.00254977
internal_weight=0 868 781 718 647 573 236 337 263 2125 2006 131 1875 1783 248 1535 146 1389 1227 162 183 119 196 141
internal_count=2993 868 781 718 647 573 236 337 263 2125 2006 131 1875 1783 248 1535 146 1389 1227 162 183 119 196 141
is_linear=0
shrinkage=0.16829


Tree=5701
num_leaves=15
num_cat=0
split_feature=43 147 474 15 34 15 1447 43 13 43 3 15 483 15
split_gain=0.254627 0.186949 0.204278 0.288715 0.321804 0.253446 0.218483 0.205803 0.198353 0.169133 0.206685 0.162924 0.149635 0.105281
threshold=-0.50775499999999985 1.0000000180025095e-35 0.088585000000000011 -0.2987999999999999 -0.016844999999999995 -0.43091499999999999 -0.086059999999999984 -0.082949999999999982 -0.076179999999999984 -0.088349999999999998 -0.10115999999999999 -0.0065999999999999991 0.084885000000000016 -0.025879999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -5 12 -6 -4 -9 13 -11 -3 -2 -8
right_child=1 11 7 4 6 -7 9 8 -10 10 -12 -13 -14 -15
leaf_value=0.016470511530497969 0.0082943051299664335 0.0038255524750061853 0.019559179798546291 0.016426944885919233 0.013630344072132766 -0.011326134222486677 0.01120640765734935 0.00032722162748335346 0.012418939903790798 -0.0018509507599180643 0.0046787299521276506 -0.0069537347024037277 -0.0036480910071071682 0.0055790814546899051
leaf_weight=57 63 102 53 74 83 53 168 66 93 149 1692 65 56 219
leaf_count=57 63 102 53 74 83 53 168 66 93 149 1692 65 56 219
internal_value=0 0.0050989 0.00542874 0.00501118 0.00549158 -0.00163975 0.00514064 0.0104565 0.00741104 0.00482357 0.00414928 -0.000359221 0.00265926 0.00802659
internal_weight=0 2936 2769 2557 2385 172 2311 212 159 2228 1841 167 119 387
internal_count=2993 2936 2769 2557 2385 172 2311 212 159 2228 1841 167 119 387
is_linear=0
shrinkage=0.16829


Tree=5702
num_leaves=20
num_cat=0
split_feature=1 155 2 1 12 14 4 52 39 4 12 4 13 160 12 12 49 16 13
split_gain=9.59974 2.16266 1.4637 1.33293 1.0929 1.02877 0.743862 0.549696 0.522945 0.692211 0.506396 0.439898 0.299932 0.279233 0.265666 0.227094 0.219333 0.262624 0.0321576
threshold=0.10290000000000001 0.10022500000000002 0.13270000000000001 0.13662500000000002 0.088395000000000015 0.064610000000000015 0.066300000000000012 -0.080219999999999986 0.0047850000000000011 -0.5055599999999999 0.083400000000000016 -0.00076499999999999995 -0.085684999999999997 0.083670000000000008 0.10134500000000002 0.10700500000000002 -0.006494999999999999 -0.27157999999999993 -0.076349999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 7 6 8 -2 9 -1 11 -11 -5 18 -12 -6 -9 -18 -8
right_child=1 -3 -4 12 15 -7 13 16 -10 10 14 -13 -14 -15 -16 -17 17 -19 -20
leaf_value=0.0014356914999029784 0.00031814186683919719 0.0012038665345421925 0.00052956489865767893 0.00018384014450560472 0.0009889065693204364 0.0014357175932138233 0.00081882196411773894 0.00077264348915950874 0.00081805074010244392 0.00083926953496991268 0.0011295635853375617 0.0011422909310192378 0.00046160318347415605 0.0010438945224805472 0.00099900556104708408 0.00071799752475617 0.00071941750308430433 0.00044333937483280233 0.00069425035536079015
leaf_weight=67 78 67 52 81 103 91 52 86 73 149 1405 82 90 59 199 52 67 88 52
leaf_count=67 78 67 52 81 103 91 52 86 73 149 1405 82 90 59 199 52 67 88 52
internal_value=0 0.000639111 0.00107816 0.000580391 0.000670563 0.00109094 0.00107625 0.000559821 0.001094 0.00110457 0.00109246 0.000946988 0.000330237 0.000860982 0.00111339 0.000898248 0.000637895 0.000562904 0.000756875
internal_weight=0 712 2281 645 474 2229 2138 319 1975 1902 1835 231 171 163 1604 155 241 155 104
internal_count=2993 712 2281 645 474 2229 2138 319 1975 1902 1835 231 171 163 1604 155 241 155 104
is_linear=0
shrinkage=0.0032998


Tree=5703
num_leaves=18
num_cat=0
split_feature=1 40 151 151 9 11 15 151 1 1 1 11 52 158 15 151 15
split_gain=0.185963 0.234288 0.148904 0.306408 0.181278 0.213388 0.260062 0.211709 0.386925 0.234657 0.356028 0.185478 0.178025 0.149083 0.13561 0.0963402 0.0444396
threshold=0.13662500000000002 0.0045850000000000005 -0.086059999999999984 -0.089594999999999994 1.0000000180025095e-35 1.0000000180025095e-35 0.025430000000000005 -0.010059999999999998 0.090485000000000024 0.10359500000000001 0.11215000000000001 0.088630000000000014 -0.0041949999999999991 -0.45527999999999996 -0.41725999999999991 -0.22990999999999998 -0.011749999999999998
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 7 11 8 16 13 -11 -7 15 -9 -2 -1 -4
right_child=14 -3 4 -5 -6 6 -8 9 -10 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.014136872961620112 0.0054360166807598297 -0.004576637288575932 0.0072297391514874517 -0.0082377877969640623 0.014003471601081948 3.1943732486770438e-06 0.020738029232668199 -0.0031035153034496966 0.018735951893801776 -0.0092520360039082851 0.0042433920010824184 0.013386674885748509 -0.0023188926015631989 0.0058549567303928943 -0.0041415678405673454 0.0048614858516709469 0.00036525785782653817
leaf_weight=54 71 64 54 64 80 57 58 54 91 79 185 61 61 1725 102 79 54
leaf_count=54 71 64 54 64 80 57 58 54 91 79 185 61 61 1725 102 79 54
internal_value=0 0.00547381 0.00570785 0.00184876 0.00610571 0.00584367 0.0114953 0.00539921 0.0106467 0.00488719 0.000198182 0.006937 0.00518555 0.00558202 -0.000200498 0.00864094 0.00381413
internal_weight=0 2820 2756 258 2498 2418 176 2242 199 2043 264 118 194 1779 173 133 108
internal_count=2993 2820 2756 258 2498 2418 176 2242 199 2043 264 118 194 1779 173 133 108
is_linear=0
shrinkage=0.16829


Tree=5704
num_leaves=15
num_cat=0
split_feature=159 48 16 13 16 133 13 42 15 41 12 15 448 403
split_gain=0.185574 0.175637 0.411158 0.164061 0.31596 0.315282 0.558375 0.57449 0.231487 0.234547 0.249073 0.145331 0.133509 0.118384
threshold=0.13810000000000003 -0.078904999999999989 -0.54364499999999982 -0.090854999999999977 0.053305000000000012 -0.062749999999999986 -0.18997999999999995 0.087170000000000011 0.13592500000000005 0.078385000000000024 -0.093719999999999984 -0.41956999999999994 -0.076874999999999985 0.099985000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 4 5 13 -7 -8 9 10 -5 -12 -1 -4
right_child=-2 2 3 8 -6 6 7 -9 -10 -11 11 -13 -14 -15
leaf_value=0.0031292273583582593 0.013978581728906004 0.018777713279824471 0.0086152705184782599 -0.0066733709615229338 0.011964258537544752 0.0048508047968959106 -0.025211216843911931 -0.0020474035648599355 -0.0057633949525899824 0.014721825759648624 -0.0013662628194970536 0.0051894095739558523 -0.0083369968455130304 -0.0011502793098049652
leaf_weight=60 55 55 96 54 64 93 55 68 59 67 100 2057 55 55
leaf_count=60 55 55 96 54 64 93 55 68 59 67 100 2057 55 55
internal_value=0 0.00409767 0.00436051 0.00407339 0.00105105 -0.00084718 -0.00497554 -0.0124198 0.00463002 0.0049 0.00460155 0.00488465 -0.002339 0.00504638
internal_weight=0 2938 2823 2768 431 367 216 123 2337 2278 2211 2157 115 151
internal_count=2993 2938 2823 2768 431 367 216 123 2337 2278 2211 2157 115 151
is_linear=0
shrinkage=0.16829


Tree=5705
num_leaves=30
num_cat=0
split_feature=1 3 3 4 15 43 1 16 4 4 159 16 3 4 160 4 16 43 158 159 0 3 159 1213 43 15 399 51 16
split_gain=20.9124 4.90175 2.02908 1.39862 1.36207 1.20446 0.891154 1.40785 0.687833 0.822392 0.681679 0.673526 0.767276 0.636983 0.561643 0.66024 0.522558 0.389991 0.387083 0.314956 0.415244 0.258346 0.244482 0.243473 0.225643 0.211377 0.186163 0.150914 0.12966
threshold=0.10575500000000002 -0.049204999999999992 0.11391500000000002 0.27420500000000009 0.033605000000000003 -0.083804999999999977 0.092395000000000019 0.12992000000000004 0.022635000000000006 -0.14088999999999999 0.081975000000000006 -0.16318499999999997 -0.14088999999999999 -0.0058699999999999994 -0.068619999999999987 0.51074000000000008 -0.0096749999999999978 -0.083669999999999981 0.084965000000000027 -0.022294999999999995 -0.085044999999999996 -0.14954999999999999 -0.08867499999999999 -0.06916499999999999 -0.080859999999999974 -0.077474999999999988 0.090310000000000015 -0.020969999999999996 -0.055004999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 10 6 -2 8 13 9 -1 16 -6 -13 -8 -5 -16 -3 27 24 22 23 -7 -14 -21 -10 -19 -22 -11 -26
right_child=1 3 -4 14 11 21 7 -9 18 17 -12 12 19 -15 15 -17 -18 25 -20 20 26 -23 -24 -25 28 -27 -28 -29 -30
leaf_value=0.0011063827074536379 0.00067992104795750071 0.00095923608588233372 0.00072762558552039137 0.00055315040339834508 0.0011180526282499532 0.0013913192103287167 0.00066439654710171575 0.0015399337459056808 0.00091763966472298807 0.0016267761236112832 0.00035158080127120872 0.0018821027639188211 0.0014374672441608562 0.0011109298183188991 0.00035411923988203314 -9.9361725200793039e-05 0.00056428472381718747 0.0014287294761929381 0.0013906473353126171 0.0017773428408751006 0.0014281589507843795 0.001121584825958157 0.0011482723137702748 0.001538150486347967 0.001070974436076053 0.001272825373498212 0.0016400199996941442 0.0014649908706102319 0.0013021035930986509
leaf_weight=96 60 85 53 62 57 65 58 59 52 113 53 52 80 89 90 57 65 260 74 72 540 103 56 147 57 159 52 164 55
leaf_count=96 60 85 53 62 57 65 58 59 52 113 53 52 80 89 90 57 65 260 74 72 540 103 56 147 57 159 52 164 55
internal_value=0 0.000694243 0.00136735 0.000479261 0.00138212 0.00108256 0.00130751 0.00110842 0.0013473 0.0013943 0.000674472 0.00146942 0.00148943 0.000934986 0.000289485 0.00017804 0.000788325 0.00143396 0.00119072 0.00146784 0.00149281 0.00122616 0.00131865 0.00161695 0.0011003 0.00136965 0.00144683 0.00153112 0.00118479
internal_weight=0 640 2345 412 2292 228 1236 206 1030 792 203 1056 999 147 209 147 150 696 238 947 811 168 136 219 164 419 592 277 112
internal_count=2985 640 2345 412 2292 228 1236 206 1030 792 203 1056 999 147 209 147 150 696 238 947 811 168 136 219 164 419 592 277 112
is_linear=0
shrinkage=0.0032998


Tree=5706
num_leaves=28
num_cat=0
split_feature=12 13 2 13 133 12 457 2 13 12 2 11 15 13 2 1456 159 0 133 157 48 2 0 1210 159 484 2
split_gain=18.9975 5.20415 4.37716 1.90426 1.49064 1.40001 1.21958 0.945746 0.786318 0.90773 0.727724 0.947325 0.597452 0.578336 0.558613 0.41228 0.37512 0.357476 0.309102 0.253344 0.336821 0.296134 0.24425 0.261565 0.227819 0.191167 0.186044
threshold=0.056995000000000011 -0.0015099999999999998 0.13388500000000003 0.053700000000000005 -0.0024649999999999997 0.092755000000000018 0.092240000000000003 0.14132000000000003 -0.011809999999999999 -0.075604999999999992 0.10100500000000003 1.0000000180025095e-35 -0.14689499999999997 -0.10939499999999998 0.11523000000000001 -0.065829999999999986 -1.0000000180025095e-35 -0.15445999999999996 0.046800000000000008 -0.0074399999999999996 0.088825000000000015 0.098655000000000007 -0.086354999999999987 -0.08211499999999998 -1.0000000180025095e-35 -0.081694999999999976 0.087865000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 6 -1 10 14 8 9 12 11 15 -6 -7 17 24 18 -3 -15 -18 21 -21 25 -24 -2 -17 -19
right_child=2 3 -4 -5 7 13 -8 -9 -10 -11 -12 -13 -14 16 -16 22 19 26 -20 20 -22 -23 23 -25 -26 -27 -28
leaf_value=0.00094776472720982418 0.0014610106803207758 0.0015347949573173744 0.00059424872133167995 0.00067254353349455794 0.00055823482352383355 0.0009851216609095667 0.00074312649265056692 0.00011793430998617831 0.00018344052403276121 0.00026984241385991613 0.0011890518347950525 0.0018863601303289231 0.00098372968413808757 0.0010711465498002824 0.0010018384161383975 0.0014222174892911503 0.0011912718740226657 0.0011050152915302704 0.001377695084696884 0.0014400491276938261 0.001658064157201225 0.0012604468528805812 0.0016863737376027086 0.0014510425671050041 0.0011577063759481104 0.001610039740781236 0.0013815739214143442
leaf_weight=82 54 91 70 96 71 52 52 73 52 53 78 73 74 88 55 75 67 52 63 315 55 153 59 552 58 363 59
leaf_count=82 54 91 70 96 71 52 52 73 52 53 78 73 74 88 55 75 67 52 63 315 55 153 59 552 58 363 59
internal_value=0 0.000814732 0.00140688 0.00107932 0.000550058 0.00143388 0.00120558 0.000448983 0.000545508 0.000640418 0.00150024 0.00151989 0.000775627 0.00132404 0.00129901 0.00149681 0.00134778 0.00137975 0.00119928 0.00138573 0.00141057 0.00138141 0.00151734 0.00147382 0.00130426 0.00157796 0.00125233
internal_weight=0 810 2175 405 405 2105 309 323 250 198 1312 1234 145 793 257 1161 741 202 151 590 523 468 1049 611 112 438 111
internal_count=2985 810 2175 405 405 2105 309 323 250 198 1312 1234 145 793 257 1161 741 202 151 590 523 468 1049 611 112 438 111
is_linear=0
shrinkage=0.0032998


Tree=5707
num_leaves=27
num_cat=0
split_feature=4 39 13 2 0 0 2 4 2 34 0 13 474 2 4 49 4 4 42 1455 13 4 0 13 42 2
split_gain=21.4387 7.9527 5.83147 1.94964 1.84463 1.40427 1.30936 1.01495 0.781661 0.772502 0.701386 0.57082 0.578949 0.554741 0.437623 0.412952 0.37095 1.27746 0.350433 0.364317 0.321883 0.383449 0.317521 0.258788 0.257706 0.165495
threshold=0.31392000000000003 0.055555000000000007 -0.16392499999999996 0.10052500000000002 -0.12259499999999998 -0.069414999999999991 0.13966500000000001 -0.076329999999999995 0.123795 -0.023104999999999997 -0.087359999999999979 -0.077869999999999981 0.084655000000000022 0.10100500000000003 -0.012164999999999999 -0.0086549999999999978 -0.40515499999999993 -0.097349999999999978 0.083925000000000013 0.0093900000000000008 -0.023739999999999997 0.44128500000000004 -0.076384999999999995 -0.052124999999999998 0.083595000000000017 0.11002000000000002
decision_type=2 2 2 2 2 2 2 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 13 9 10 14 -2 24 18 22 -3 25 -7 -12 -18 -9 -20 -11 -22 -13 -16 -4 -6
right_child=6 5 3 4 8 15 -8 11 -10 20 16 12 -14 -15 23 -17 17 -19 19 -21 21 -23 -24 -25 -26 -27
leaf_value=0.00037872582613173106 -9.3975298470244299e-06 0.0010076270907675897 0.0014055901142183277 0.00044345626392918683 0.0013477717722445209 2.707617803627673e-05 -0.00014440283811385476 0.0014455961849749212 0.00077298208492515975 0.00026328786980885695 0.0015190859041897434 0.001181948962235884 0.00076898151795275183 0.00054456500936964991 0.0011295557730695441 0.00043118027305390601 0.00076624153170056636 0.0013002321819162986 0.0012452018886691741 0.00096864628665726475 0.00035032971035907357 0.00074538557020020703 0.00098886587476210521 0.00082583180744740718 0.0016863703267748012 0.0011483007359203963
leaf_weight=101 56 54 84 58 95 52 87 82 76 73 64 344 55 60 71 59 54 540 403 61 54 54 131 56 66 95
leaf_count=101 56 54 84 58 95 52 87 82 76 73 64 344 55 60 71 59 54 540 403 61 54 54 131 56 66 95
internal_value=0 0.00110069 0.00115552 0.00118911 0.000993825 0.00050684 0.000201541 0.00123584 0.00107496 0.000328682 0.00132455 0.00116919 0.0010915 0.000764219 0.00114725 0.000242188 0.0012778 0.00125175 0.00124453 0.00120892 0.000433476 0.000548184 0.00112877 0.000995908 0.00152937 0.00124822
internal_weight=0 2661 2436 2335 451 225 324 1884 393 237 808 1076 530 114 317 111 658 594 546 464 181 108 475 127 150 190
internal_count=2985 2661 2436 2335 451 225 324 1884 393 237 808 1076 530 114 317 111 658 594 546 464 181 108 475 127 150 190
is_linear=0
shrinkage=0.0032998


Tree=5708
num_leaves=27
num_cat=0
split_feature=1 12 1 1 12 2 15 4 4 4 4 52 52 2 4 12 12 51 1 474 159 2 51 52 42 13
split_gain=23.5073 4.67081 3.01667 2.96205 1.69575 1.60319 1.22966 1.20866 1.00036 0.846248 0.829536 0.729992 0.580325 0.571142 0.558315 0.453186 0.366541 0.474365 0.39575 0.316936 0.281549 0.207988 0.197722 0.190614 0.170011 0.157896
threshold=0.11669000000000002 0.056995000000000011 0.13686500000000004 0.092485000000000026 -1.0000000180025095e-35 -0.0098549999999999974 0.13248000000000001 -0.010574999999999999 0.51395000000000002 0.032770000000000001 -0.22295999999999996 -0.055844999999999992 -0.047784999999999987 0.11666500000000002 0.032770000000000001 0.088795000000000013 0.09253500000000002 0.094975000000000018 0.090905000000000014 0.083840000000000012 1.0000000180025095e-35 0.089795000000000014 0.10570500000000001 0.0030150000000000008 0.11382000000000002 -0.071389999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 10 -2 -5 9 -7 11 16 -1 -4 -12 -6 -9 -11 17 18 19 -3 22 -14 24 25 -18 -17
right_child=2 6 8 5 13 7 -8 14 -10 15 12 -13 21 -15 -16 23 20 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0019134665676581754 0.00063109246647080727 0.0017362269091970213 0.00023866408430159072 0.00055609094392787474 0.0014692439783436238 0.0015463318866755986 0.001131366475134612 0.00077218913394775876 -5.5171902440190193e-06 0.0016967077362836861 0.0012281320513548414 0.00075149263725348672 0.001759671988480702 0.0010108081263034323 0.001175892022644165 0.0011944883017811414 0.0016402559413064024 0.0019732525240995376 0.0014588065364394434 0.0015783454827919062 0.0018423351845918798 0.0014639633129057564 0.0014019250592330521 0.0015432750963208779 0.0014842483479104952 0.0014282643109127379
leaf_weight=55 96 834 52 56 55 69 52 61 52 74 77 73 52 66 99 63 373 71 76 173 52 57 61 63 103 70
leaf_count=55 96 834 52 56 55 69 52 61 52 74 77 73 52 66 99 63 373 71 76 173 52 57 61 63 103 70
internal_value=0 0.00156376 0.000698464 0.00128585 0.000959341 0.00105776 0.00163454 0.00118028 0.000378433 0.00164752 0.00155544 0.000538438 0.00144938 0.00121948 0.0010222 0.00147452 0.00167429 0.00170896 0.0016916 0.00170914 0.00160631 0.00160536 0.00158339 0.00139045 0.00160657 0.00131779
internal_weight=0 2591 394 526 217 285 2065 229 177 2013 241 125 186 121 160 270 1743 1154 1083 1007 589 109 537 196 476 133
internal_count=2985 2591 394 526 217 285 2065 229 177 2013 241 125 186 121 160 270 1743 1154 1083 1007 589 109 537 196 476 133
is_linear=0
shrinkage=0.0032998


Tree=5709
num_leaves=25
num_cat=0
split_feature=1 1 3 4 4 0 11 0 52 13 160 52 52 3 160 1 15 11 0 3 1213 15 52 15
split_gain=22.6098 5.20079 3.00836 1.31845 1.05095 0.978422 0.906589 1.02616 0.854982 0.797097 0.707943 0.684866 0.617568 0.605916 0.596958 0.529439 0.50262 0.38269 0.300341 0.390989 0.294615 0.252199 0.250374 0.138402
threshold=0.10398500000000001 0.13074500000000003 -0.049204999999999992 0.04105000000000001 0.51395000000000002 0.12583000000000003 1.0000000180025095e-35 -0.10726999999999999 -0.06860999999999999 -0.05171499999999999 -0.060659999999999992 1.0000000180025095e-35 -0.069894999999999985 -0.11017499999999998 -1.0000000180025095e-35 0.084815000000000015 0.025430000000000005 0.087830000000000005 -0.086244999999999974 0.0012800000000000001 -0.06916499999999999 -0.080724999999999977 -0.054584999999999995 -0.093074999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 5 8 6 7 12 -3 -10 -2 15 -1 -9 -4 21 -8 -12 20 -20 -15 -5 -16 -13
right_child=1 4 14 11 -6 -7 16 13 9 -11 17 23 -14 18 22 -17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.0013186347537176134 0.00083976822990879108 4.2461307856449838e-05 0.0009076625879238866 0.00095346971993296836 -8.590909087320842e-05 0.00095785061192747495 0.0014611835110043057 0.0010933764249072908 0.00030343131693766795 0.00084709577907845525 0.0011497968728002496 0.001437845318318143 0.00082649823604695168 0.0016871676889462662 0.00065625478440847014 0.00072362612103018989 0.0018950059857963525 0.0015050480367982506 0.001348437213060811 0.0016253056740248297 0.0014324921771908684 0.0012477026953039178 0.00040855479273034235 0.0012190162761622307
leaf_weight=52 57 52 56 59 69 63 66 78 65 54 96 59 61 58 80 53 54 52 1062 60 426 73 103 77
leaf_count=52 57 52 56 59 69 63 66 78 65 54 96 59 61 58 80 53 54 52 1062 60 426 73 103 77
internal_value=0 0.000648996 0.000860578 0.00133243 0.000257424 0.00136432 0.00137766 0.00135901 0.000396168 0.000550432 0.00115405 0.0011356 0.00105328 0.0013795 0.000608708 0.00100411 0.0016567 0.00127485 0.00139338 0.00136327 0.00146308 0.00111646 0.000517031 0.00131421
internal_weight=0 684 444 2301 240 1980 1917 1797 171 119 205 321 113 1684 239 185 120 148 1606 1122 484 132 183 136
internal_count=2985 684 444 2301 240 1980 1917 1797 171 119 205 321 113 1684 239 185 120 148 1606 1122 484 132 183 136
is_linear=0
shrinkage=0.0032998


Tree=5710
num_leaves=22
num_cat=0
split_feature=1 132 41 3 15 3 0 457 15 12 16 49 481 1447 403 3 12 481 16 12 12
split_gain=1.41841 0.352545 0.62997 0.454289 0.304508 0.250138 0.258674 0.323227 0.286427 0.284474 0.717744 0.311496 0.22262 0.28711 0.214304 0.549212 0.278519 0.165433 0.124701 0.113629 0.0363105
threshold=0.14195000000000002 0.082230000000000011 0.078385000000000024 -0.096949999999999995 -0.40992999999999996 -0.031895 -0.13843999999999998 0.09112000000000002 -0.040504999999999992 -0.014854999999999998 0.11160500000000002 -0.014774999999999998 -0.084709999999999994 -0.085804999999999979 -0.043349999999999993 -0.094334999999999988 0.079335000000000017 -0.090334999999999985 -0.098494999999999985 0.090600000000000014 -0.088684999999999986
decision_type=2 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 -2 12 7 8 18 11 -11 -8 17 -14 15 -15 -16 -1 -7 -5 -13
right_child=4 3 -4 19 -6 6 9 -9 -10 10 -12 20 13 14 16 -17 -18 -19 -20 -21 -22
leaf_value=0.010827599768889265 -0.00032840535356022302 -0.0080872136046909269 0.022523464636199947 0.0029428740438060819 -0.017462148273303803 0.0036254795842056375 -0.0019295003606028386 -0.0018962324131432688 0.023480253821953206 -0.014034173678813154 0.0090894630101078424 0.016270823485059017 -0.0023738805659565126 -0.0093225674768760321 0.021078032256185396 0.0089186818580246057 0.010425426486164313 0.024341867881018969 0.013301292552014655 0.011764637871495882 0.0099563146074521363
leaf_weight=52 54 74 103 77 65 66 62 52 54 76 76 52 55 53 74 391 1249 52 90 91 56
leaf_count=52 54 74 103 77 65 66 62 52 54 76 76 52 55 53 74 391 1249 52 90 91 56
internal_value=0 0.00904296 0.00961237 0.00288731 -0.00970227 0.00908184 0.00602317 0.00995238 0.0128949 0.00282053 -0.00246054 0.00755299 0.0100084 0.00957392 0.00994682 0.00673719 0.0110226 0.017602 0.0092192 0.00773202 0.0130133
internal_weight=0 2855 2613 242 119 2510 584 262 210 322 152 170 1926 1822 1767 444 1323 104 156 168 108
internal_count=2974 2855 2613 242 119 2510 584 262 210 322 152 170 1926 1822 1767 444 1323 104 156 168 108
is_linear=0
shrinkage=0.16829


Tree=5711
num_leaves=32
num_cat=0
split_feature=1 1 12 12 1 10 12 4 12 13 47 13 42 12 4 1210 40 1 15 1 1 50 133 483 52 1213 15 13 4 1212 52
split_gain=21.6658 6.04973 2.87794 1.59485 1.47195 1.43013 1.15449 0.938278 0.552507 0.541665 0.533309 0.45174 0.395927 0.650232 0.364709 0.329146 0.325523 0.321998 0.789112 0.26783 0.250276 0.672294 0.233503 0.229423 0.280971 0.218315 0.210603 0.196104 0.193978 0.161927 0.0965088
threshold=0.10423500000000001 0.13686500000000004 0.085075000000000026 0.056995000000000011 0.092395000000000019 -0.012684999999999998 0.088665000000000008 -0.040394999999999993 0.11697000000000002 -1.0000000180025095e-35 0.086785000000000015 -1.0000000180025095e-35 0.088485000000000022 0.086815000000000017 0.058025000000000007 -0.061049999999999993 -0.062739999999999976 0.079225000000000004 -0.073759999999999978 0.087055000000000007 0.082295000000000021 0.086030000000000009 0.047685000000000005 0.089720000000000008 -0.0073749999999999987 -0.065579999999999986 -0.046109999999999991 0.17888000000000001 0.50541500000000006 0.087455000000000019 -0.016999999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 17 -3 12 -4 14 -6 -9 16 20 -14 15 -8 -2 18 -1 -19 23 -22 -16 24 30 -17 -13 -27 -7 -26 -5
right_child=1 5 7 6 9 28 8 10 -10 -11 -12 26 13 -15 22 25 -18 19 -20 -21 21 -23 -24 -25 29 27 -28 -29 -30 -31 -32
leaf_value=0.0016399732762080428 0.0008818554886153967 -0.00011041220961517885 0.0017300346377637007 0.0017528085335230125 0.00081139664716115359 0.00066984833968339883 0.0013513189666093991 0.0010108796053654554 0.0012532370617039355 0.0012568618678637561 0.0014206100017697615 0.0011234332020237179 0.0021307206413593272 0.0016369582194203237 0.0012106489603745882 0.0017449341248345213 0.00059654616611520437 0.0017468945534131447 0.0010723065367822485 0.0014506885468643167 0.0012362805169250748 0.0017681992819407401 0.0015162846453943733 0.0014681365374967414 0.001604663245833282 0.0015512360620817788 0.00084882992965603396 0.0017650208517352849 0.00039748271843041265 0.0017986493196291381 0.0019210385633847869
leaf_weight=56 102 52 58 181 54 64 73 66 78 68 75 79 55 64 56 88 78 75 52 64 52 53 57 52 275 674 52 53 53 61 54
leaf_count=56 102 52 58 181 54 64 73 66 78 68 75 79 55 64 56 88 78 75 52 64 52 53 57 52 275 674 52 53 53 61 54
internal_value=0 0.000885741 0.00106507 0.00155688 0.0013575 0.000344352 0.00159506 0.00137526 0.00152314 0.00105998 0.00122907 0.000866482 0.00168663 0.00186546 0.00154414 0.00156688 0.000758417 0.00150431 0.00136698 0.00161077 0.00165735 0.00150511 0.00136513 0.00168295 0.00170245 0.00158614 0.0010147 0.00156687 0.00054677 0.00163999 0.00179162
internal_weight=0 679 510 2295 369 169 1926 199 1079 122 141 311 847 119 1001 888 180 247 108 139 728 105 113 623 571 815 131 727 117 336 235
internal_count=2974 679 510 2295 369 169 1926 199 1079 122 141 311 847 119 1001 888 180 247 108 139 728 105 113 623 571 815 131 727 117 336 235
is_linear=0
shrinkage=0.0032998


Tree=5712
num_leaves=23
num_cat=0
split_feature=3 13 51 15 13 4 12 4 3 49 51 474 42 402 4 13 402 13 15 42 3 3
split_gain=0.723369 0.31118 0.436894 0.988115 0.301833 0.364998 0.422328 0.38097 0.317207 0.352262 0.295113 0.208602 0.201222 0.262117 0.216507 0.275166 0.142975 0.129597 0.127291 0.115865 0.184437 0.177269
threshold=0.30863500000000005 -0.014114999999999997 0.11178000000000002 -0.073274999999999993 -0.011334999999999998 0.24814500000000003 -1.0000000180025095e-35 -0.010909999999999998 -0.10859999999999999 -0.06017999999999999 -0.057604999999999996 0.093280000000000016 0.10683500000000001 -0.013669999999999998 0.40441500000000002 -0.15325499999999995 0.10872000000000002 -0.47365999999999991 -0.43587999999999999 0.11745500000000002 -0.075914999999999996 -0.077104999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 -4 -3 6 7 -6 10 -10 -8 12 13 -1 15 -15 -17 -2 -7 20 -14 -21
right_child=17 2 3 -5 5 18 8 -9 9 -11 -12 -13 19 14 -16 16 -18 -19 -20 21 -22 -23
leaf_value=0.020140453379237779 0.0010018216189527291 -0.0030272237424694218 0.012430753863260986 -0.020368535213562595 -0.010745710683429348 0.0067230146181021209 0.0075299928048738933 0.0085800910576482783 0.021863963175251272 0.0077304131975649056 0.021880986220616461 0.0024001328799412949 -0.0054056240480921721 -4.6782383163822109e-05 0.02099457169894961 0.010305092824650095 0.018261454772202177 -0.010005821299678018 -0.0029976626727710579 0.016493553628273636 0.0087603151430569719 0.0027463948027646426
leaf_weight=89 57 73 52 52 52 62 62 65 55 563 120 96 52 70 55 1008 69 64 99 53 52 54
leaf_count=89 57 73 52 52 52 62 62 65 55 563 120 96 52 70 55 1008 69 64 99 53 52 54
internal_value=0 0.00847029 0.00648299 -0.00395162 0.00742738 0.00813701 0.00943472 0 0.0108159 0.00899116 0.0170021 0.0100299 0.0105164 0.0113053 0.0106496 0.010152 0.0108165 -0.00480556 0.000734545 0.00568106 0.00166007 0.00957253
internal_weight=0 2853 1255 104 1151 1078 917 117 800 618 182 1598 1502 1291 1202 1147 1077 121 161 211 104 107
internal_count=2974 2853 1255 104 1151 1078 917 117 800 618 182 1598 1502 1291 1202 1147 1077 121 161 211 104 107
is_linear=0
shrinkage=0.16829


Tree=5713
num_leaves=20
num_cat=0
split_feature=3 0 40 4 4 3 47 4 51 48 12 147 51 51 49 12 12 3 475
split_gain=0.500553 0.194679 0.329309 0.368697 0.505844 0.329062 0.30191 0.22574 0.221852 0.242371 0.212365 0.205827 0.215432 0.208626 0.198457 0.16863 0.107469 0.0780764 0.0661514
threshold=0.31316500000000008 -0.076914999999999997 -0.08440499999999998 -0.17568999999999999 -0.079374999999999987 -0.15755 0.118245 -0.021669999999999998 -0.17370999999999998 0.10168500000000001 -0.038859999999999992 0.090425000000000019 -0.097504999999999981 -0.085594999999999991 0.11151500000000002 0.093910000000000007 0.096510000000000012 0.41720500000000005 -0.0043899999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 5 -5 -4 8 15 -1 11 -9 12 -10 -14 -12 -6 -17 -2 -7
right_child=17 2 3 4 7 18 -8 10 9 -11 14 -13 13 -15 -16 16 -18 -19 -20
leaf_value=0.018489345834169189 -0.0084073918791811603 -0.006193714580789089 0.020679919127930685 -0.0082765088856565257 0.016759668511962547 0.0116978911086104 0.01950054837866393 0.0097545661612881696 -0.002492279502478783 -0.00094009824627074837 -0.0023903292828588653 -0.0018750189290350871 0.018795517718355664 0.0081231900485421952 0.0092686238691086532 0.0004661759395156623 0.0092572480477096358 0.00034821489258577787 0.0039917707108716857
leaf_weight=52 61 68 79 83 66 52 63 90 52 95 188 60 54 1517 53 54 150 54 83
leaf_count=52 61 68 79 83 66 52 63 90 52 95 188 60 54 1517 53 54 150 54 83
internal_value=0 0.00703402 0.00508494 0.005941 0.00402969 0.0120417 0.00802769 0.0057322 0.00763174 0.00731318 0.00277875 0.00778012 0.00813816 0.00849117 0.000166218 0.00934627 0.00693901 -0.00428044 0.00697336
internal_weight=0 2859 966 898 684 214 1893 601 1830 1778 331 1683 1623 1571 241 270 204 115 135
internal_count=2974 2859 966 898 684 214 1893 601 1830 1778 331 1683 1623 1571 241 270 204 115 135
is_linear=0
shrinkage=0.16829


Tree=5714
num_leaves=15
num_cat=0
split_feature=2 403 132 41 3 8 16 0 39 1209 403 0 13 15
split_gain=0.772451 0.219012 0.174041 0.527427 0.298994 0.29415 0.201358 0.217945 0.204402 0.213343 0.16195 0.157957 0.143511 0.106138
threshold=0.25063000000000007 -0.5489949999999999 0.082230000000000011 0.078385000000000024 -0.096949999999999995 0.077880000000000019 -0.088824999999999987 -0.09194999999999999 0.093785000000000021 -0.032114999999999998 -0.043349999999999993 -0.087734999999999994 0.041960000000000004 0.084270000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 6 7 12 9 -8 -9 -6 -3 -13
right_child=-2 2 4 -5 11 -7 8 10 -10 -11 -12 13 -14 -15
leaf_value=0.016589270238929275 -0.014638883367369968 0.0045218213034961523 -0.0080083447510442204 0.017872071448015864 -0.0022653555560606209 -0.0068125892864823829 -0.0045338076142830887 0.0044390114696446787 -0.0050042118521567971 0.0055846903889569983 0.014044309084835843 0.012426823249672297 0.014022613863505756 0.0024565083717510441
leaf_weight=53 53 349 69 103 58 53 61 65 57 1655 220 74 52 52
leaf_count=53 53 349 69 103 58 53 61 65 57 1655 220 74 52 52
internal_value=0 0.00585216 0.00565312 0.0060611 0.00142909 0.0055761 0.00584385 0.00829587 0.00489412 0.00522395 0.0118599 0.0049779 0.00575832 0.00832635
internal_weight=0 2921 2868 2615 253 2512 2459 686 1773 1716 285 184 401 126
internal_count=2974 2921 2868 2615 253 2512 2459 686 1773 1716 285 184 401 126
is_linear=0
shrinkage=0.16829


Tree=5715
num_leaves=17
num_cat=0
split_feature=151 0 1 2 1 1420 160 151 15 41 1 2 52 2 13 4
split_gain=0.365176 0.328213 0.259741 0.307087 0.23082 0.216491 0.231752 0.201797 0.237117 0.337809 0.199631 0.177297 0.21642 0.333104 0.147923 0.0829762
threshold=0.082375000000000018 -0.23395499999999997 0.11883500000000001 -1.0000000180025095e-35 0.097070000000000004 -0.080629999999999993 -0.53420999999999996 -0.086879999999999985 -0.10763999999999999 0.078610000000000013 0.08776500000000001 1.0000000180025095e-35 -0.063199999999999992 0.15086000000000002 -0.095574999999999979 -0.0088849999999999988
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 -3 -7 10 14 -10 15 -5 -13 -14 -9 -8
right_child=4 2 3 11 -6 6 7 8 9 -11 -12 12 13 -15 -16 -17
leaf_value=0.017222622730805263 -0.012402563318103101 0.014884433342488958 -0.0096553066167516383 0.011531414048016683 0.0028589875723108288 -0.0041186469970026646 0.00079387411209693478 0.018747502262753634 0.0056345989359308018 -0.0055227487529095958 -0.0062748005415354862 -0.0087380186101884139 -0.0023683830467056319 0.014506827365643475 0.0084180183027423947 0.0094981565060350305
leaf_weight=60 57 64 71 53 55 77 76 55 1862 80 81 52 88 53 142 53
leaf_count=60 57 64 71 53 55 77 76 55 1862 80 81 52 88 53 142 53
internal_value=0 0.00489567 0.00463154 8.8682e-05 -0.00489201 0.00520916 0.00495318 0.00525132 0.0057401 0.00517405 0.000264181 0.00290827 0.000530953 0.00396204 0.011311 0.00438398
internal_weight=0 2867 2807 317 112 2490 2426 2349 2139 1942 210 246 193 141 197 129
internal_count=2979 2867 2807 317 112 2490 2426 2349 2139 1942 210 246 193 141 197 129
is_linear=0
shrinkage=0.16829


Tree=5716
num_leaves=27
num_cat=0
split_feature=1 3 1 1 151 1 16 52 3 52 1 14 3 3 1 52 3 52 133 3 16 133 13 50 3 1
split_gain=26.0736 5.1718 1.54834 1.47136 0.917434 0.829971 0.807119 0.756163 0.75719 0.626047 0.605479 0.537313 0.811796 0.713579 0.536602 0.435987 0.408646 0.402782 0.362153 0.211839 0.202795 0.178324 0.119156 0.104905 0.0669946 0.0426018
threshold=0.10398500000000001 -0.055994999999999996 0.092395000000000019 0.121715 -0.083829999999999988 0.13601500000000002 0.11702000000000001 0.06136500000000001 0.085880000000000012 0.029970000000000007 0.11690500000000002 0.073890000000000011 -0.12077499999999998 0.086845000000000019 0.076160000000000019 -0.090084999999999985 -0.046079999999999989 -0.049669999999999999 0.089625000000000024 -0.076914999999999997 -0.087699999999999986 -0.27301499999999995 -0.069444999999999993 0.08568000000000002 -0.10859999999999999 0.14684500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 15 -4 7 11 8 10 14 -3 12 -1 18 22 -2 23 -7 21 -20 -10 -14 -8 -6 -17 -19
right_child=1 5 4 -5 16 17 9 -9 20 -11 -12 -13 13 -15 -16 24 -18 25 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0011576685444501338 0.0014650357058497317 0.00056596476986052035 0.00083681050796118126 0.00067222981939420254 0.0013348313990087996 7.1296230843797395e-05 0.0014041191956367159 0.00096193585468335558 0.0005834975040023663 0.0010264510247915395 8.9483853273124992e-05 0.0017843324076147798 0.0014396592860239988 0.0011489119531339256 0.0016874542104079939 0.0010421032320551617 0.0011201372907480699 0.0004964465516958484 0.0014898834341973465 0.0013030289953425876 0.00087689995667163795 0.001577893287864786 0.0012258608263285417 0.0015037656839200163 0.0012160636829766152 0.00035860446127930338
leaf_weight=71 70 62 52 63 100 52 88 54 53 60 55 80 120 55 57 55 79 52 267 93 52 1021 87 77 52 52
leaf_count=71 70 62 52 63 100 52 88 54 53 60 55 80 120 55 57 55 79 52 267 93 52 1021 87 77 52 52
internal_value=0 0.000717994 0.00145672 0.0011065 0.00123826 0.000502076 0.00149036 0.000610946 0.000525411 0.00132908 0.000342279 0.00151793 0.00150481 0.00152063 0.00140719 0.00126087 0.00131967 0.000309234 0.00153423 0.00144171 0.000729137 0.00156339 0.0013157 0.00140852 0.00112697 0.000427864
internal_weight=0 672 2307 240 308 432 1999 276 222 292 117 1707 1627 1556 232 177 256 156 1501 360 105 1141 175 177 107 104
internal_count=2979 672 2307 240 308 432 1999 276 222 292 117 1707 1627 1556 232 177 256 156 1501 360 105 1141 175 177 107 104
is_linear=0
shrinkage=0.0032998


Tree=5717
num_leaves=28
num_cat=0
split_feature=4 2 3 43 4 2 2 52 43 4 3 52 40 52 2 1446 52 3 3 43 3 2 4 4 51 3 2
split_gain=11.4568 4.11546 1.94742 1.35393 0.981874 0.725593 0.691957 0.61033 0.60212 0.502284 0.480891 1.38644 0.429719 0.420252 0.376905 0.354806 0.272187 0.225253 0.212965 0.365439 0.17966 0.1629 0.156174 0.188667 0.136356 0.124124 0.0571181
threshold=0.31392000000000003 0.14132000000000003 -0.046079999999999989 -0.065749999999999989 -0.22295999999999996 0.10100500000000003 0.086755000000000013 -0.062309999999999997 -0.087099999999999997 -0.080114999999999978 -0.084854999999999986 -0.41694999999999993 -0.071824999999999986 1.0000000180025095e-35 0.10644500000000001 0.037915000000000011 -0.077114999999999975 -0.071369999999999975 -0.10337499999999998 -0.18906999999999999 -0.091694999999999985 0.10233000000000002 -0.081579999999999986 -0.082619999999999985 -0.097504999999999981 0.10766000000000002 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
left_child=1 2 5 8 -5 9 -6 -2 -4 18 11 -7 -9 16 -12 17 -8 20 19 -1 -11 -14 23 -20 -16 -23 -17
right_child=7 -3 3 4 6 10 13 12 -10 15 14 -13 21 -15 24 26 -18 -19 22 -21 -22 25 -24 -25 -26 -27 -28
leaf_value=0.0013016603686169797 0.00022592023388051934 0.00052655904808548905 0.0010499632752130957 0.0014721822228402654 0.0013142885310863932 0.0012931558195471825 0.001004491508557538 0.00037611571381034785 0.0006150713198697467 0.0011474552691029098 0.0014763386934391609 0.00063155957929022502 0.0005528772642792928 0.0011888303460386978 0.0010185485337907202 0.0013550720168983815 0.00069453354624626729 0.0010893320261320732 0.0013617275646411497 0.0016458341175841591 0.0012849088108097652 0.00064179774636244878 0.0014814274940377114 0.0011756486229123923 0.0012398763152844841 0.00084437908588572434 0.001509831466660559
leaf_weight=59 52 91 58 87 85 77 61 62 88 126 58 63 65 57 52 55 65 90 319 83 769 61 91 77 83 78 67
leaf_count=59 52 91 58 87 85 77 61 62 88 126 58 63 65 57 52 55 65 90 319 83 769 61 91 77 83 78 67
internal_value=0 0.00121687 0.0012413 0.00105631 0.00116653 0.00128607 0.00106717 0.00055395 0.000788078 0.00131328 0.00114416 0.000995689 0.000617944 0.000952199 0.00125167 0.00127059 0.000844872 0.00124953 0.00138835 0.00150308 0.0012656 0.000691268 0.00135482 0.00132563 0.00115489 0.00075573 0.00144035
internal_weight=0 2661 2570 501 355 2069 268 318 146 1736 333 140 266 183 193 1107 126 985 629 142 895 204 487 396 135 139 122
internal_count=2979 2661 2570 501 355 2069 268 318 146 1736 333 140 266 183 193 1107 126 985 629 142 895 204 487 396 135 139 122
is_linear=0
shrinkage=0.0032998


Tree=5718
num_leaves=16
num_cat=0
split_feature=123 51 12 1213 51 14 41 9 14 403 133 42 43 13 1213
split_gain=0.218357 0.195703 0.235782 0.191087 0.226868 0.239175 0.308976 0.280073 0.31087 0.189829 0.118139 0.0993973 0.0698953 0.0614008 0.0495516
threshold=0.11029000000000001 0.11794000000000002 0.095815000000000011 -0.077179999999999985 -0.22508999999999998 -0.23835999999999999 0.079395000000000007 0.085555000000000006 0.073890000000000011 -0.08563999999999998 0.084675000000000014 0.086665000000000006 -0.00080499999999999983 -0.088554999999999981 -0.13595999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 9 10 -6 7 8 -7 -1 12 14 -5 -13 -11
right_child=-2 2 -4 4 5 6 -8 -9 -10 11 -12 13 -14 -15 -16
leaf_value=0.017125312909259522 -0.0050628587843370675 0.017059656961810356 0.0033871812023528475 0.01865114899917094 0.013586610492177223 0.0046122558148432979 -0.0052760558345950606 -0.0068915858664440064 0.017566042781814024 0.014818963096614289 0.0053732653889871865 0 0.0098947538629842544 0.0070755707405801083 0.0074031842913324869
leaf_weight=70 53 92 59 54 80 1992 93 58 54 53 69 57 52 91 52
leaf_count=70 53 92 59 54 80 1992 93 58 54 53 69 57 52 91 52
internal_value=0 0.00581869 0.0117293 0.00549642 0.00498799 0.00453787 0.00420755 0.0046276 0.00495502 0.00935048 0.0108345 0.00719224 0.0143725 0.00436265 0.0111635
internal_weight=0 2926 151 2775 2452 2277 2197 2104 2046 323 175 253 106 148 105
internal_count=2979 2926 151 2775 2452 2277 2197 2104 2046 323 175 253 106 148 105
is_linear=0
shrinkage=0.16829


Tree=5719
num_leaves=26
num_cat=0
split_feature=1 3 150 14 1 1 3 15 3 3 43 124 484 160 3 42 401 4 3 43 160 4 3 160 3
split_gain=15.7152 3.48105 1.70594 1.44793 1.39439 1.04248 0.964651 0.956374 0.697366 0.842138 0.633561 0.521425 0.356465 0.308145 0.252157 0.253202 0.244982 0.231149 0.230795 0.194862 0.192415 0.182404 0.172431 0.15451 0.094139
threshold=0.10557500000000002 -0.060719999999999989 1.0000000180025095e-35 0.073890000000000011 0.088860000000000008 0.121715 -0.072649999999999978 -0.19153499999999998 0.28833000000000003 0.0025650000000000004 -0.067269999999999983 -0.048219999999999992 0.086635000000000004 0.0012900000000000001 -0.15288999999999997 0.086700000000000013 0.021890000000000003 0.052250000000000012 -0.085549999999999973 -0.025879999999999997 -0.068619999999999987 0.057200000000000008 -0.085324999999999984 -0.40860499999999994 0.11269500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 6 18 21 14 20 9 -9 -6 -8 13 23 -1 17 22 19 -4 -16 -3 -2 -17 -13 -22
right_child=1 7 4 -5 10 -7 11 8 -10 -11 -12 12 -14 -15 15 16 -18 -19 -20 -21 24 -23 -24 -25 -26
leaf_value=0.0011772353187792903 0.0013232626322355894 0.00051490613007497291 0.0011233748781566862 0.0017631086470712061 0.0010172822735356191 0.00070086957019522384 0.00089108094799085545 0.00056860842461618863 0.00036848425811503843 0.0010266274201546131 0.00050946735028592602 0.0013963855000025571 0.0009772621301226323 0.0015081400528840886 0.0013832644358281506 0.0011634690944323633 0.0015171839790127711 0.0012372136707574442 0.0013894562658274196 0.0014888714328530005 0.00019872519710821172 0.0010935394868240803 0.0013258908518527061 0.0011970644533024902 0.00038795264481265656
leaf_weight=75 78 65 68 87 56 62 55 90 56 86 52 54 52 53 461 91 64 78 80 351 61 79 415 254 56
leaf_count=75 78 65 68 87 56 62 55 90 56 86 52 54 52 53 461 91 64 78 80 351 61 79 415 254 56
internal_value=0 0.000727893 0.00131393 0.00134513 0.00105903 0.00106451 0.00132696 0.00054974 0.000690389 0.000792613 0.000773105 0.00119521 0.00123563 0.00127275 0.0013671 0.00137683 0.00132156 0.00141219 0.00126744 0.00142896 0.000370258 0.00120789 0.00129675 0.00123212 0.000289597
internal_weight=0 633 2346 2090 256 219 2003 414 232 176 108 468 413 361 1535 1460 570 890 148 812 182 157 506 308 117
internal_count=2979 633 2346 2090 256 219 2003 414 232 176 108 468 413 361 1535 1460 570 890 148 812 182 157 506 308 117
is_linear=0
shrinkage=0.0032998


Tree=5720
num_leaves=21
num_cat=0
split_feature=2 13 15 1429 484 51 49 15 15 15 403 1210 11 43 52 484 1429 1429 15 43
split_gain=0.705862 0.385652 0.351762 0.263051 0.291531 0.325214 0.261159 0.316328 0.338277 0.254551 0.231366 0.379815 0.297498 0.236637 0.175297 0.150531 0.202011 0.283826 0.149177 0.10565
threshold=0.10121500000000001 0.17226500000000003 -0.41956999999999994 1.0000000180025095e-35 -0.070034999999999986 0.13339000000000004 0.0062600000000000008 0.10127500000000002 -0.015539999999999998 -0.17840999999999999 -0.17184499999999997 -0.013324999999999998 0.078340000000000007 -0.045139999999999993 0.0030150000000000008 0.093320000000000014 0.084920000000000009 0.056450000000000007 -0.0087299999999999999 -0.043814999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 6 7 8 -6 -4 11 -11 15 -13 19 16 17 -12 -17 -8
right_child=1 -3 9 -5 5 -7 14 -9 -10 10 12 13 -14 -15 -16 18 -18 -19 -20 -21
leaf_value=-0.0042773437879536948 -0.010600931414177821 -0.011911574836729248 0.017265713212121968 0.011763578671641671 -0.00021944567027117068 0.015136557478495417 -0.0028258385124750114 0.0083903362773420746 -0.012945196305006035 0.025219520688718227 0.0077930129129527874 0.017519032645891171 -0.0038085702028393571 0.0033115465233326843 0.014058894417356919 0.007392200798511034 0.015688336548427877 -0.0016502372858031896 -0.0049963988153134018 0.0075619586651376452
leaf_weight=71 53 57 77 77 207 52 52 75 83 52 1403 52 72 93 59 55 84 96 55 59
leaf_count=71 53 57 77 77 207 52 52 75 83 52 1403 52 72 93 59 55 84 96 55 59
internal_value=0 0.00140617 0.00735085 0.00246741 0.00134616 0.00242792 0.00118933 -0.00134411 -0.00386784 0.00775663 0.00738253 0.0128628 0.00676983 0.00841904 0.00663933 0.00722077 0.00763929 0.00718704 0.00118157 0.00267942
internal_weight=0 774 2110 717 640 587 535 365 290 2039 1962 197 1765 145 170 1693 1583 1499 110 111
internal_count=2884 774 2110 717 640 587 535 365 290 2039 1962 197 1765 145 170 1693 1583 1499 110 111
is_linear=0
shrinkage=0.16829


Tree=5721
num_leaves=20
num_cat=0
split_feature=2 4 15 1 4 4 43 12 1 2 1456 403 403 402 16 39 12 48 12
split_gain=0.497054 0.284263 0.618652 0.300275 0.283002 0.26345 0.572478 0.235506 0.35303 0.200143 0.185051 0.187923 0.169686 0.169741 0.139836 0.134808 0.27652 0.205124 0.124015
threshold=0.10523 -0.03463999999999999 -0.025879999999999997 0.10749500000000002 0.51074000000000008 -0.15615999999999999 -0.072364999999999985 0.11498000000000001 0.13130500000000003 0.11002000000000002 0.088975000000000012 0.098420000000000021 0.065425000000000025 0.10708500000000001 0.070590000000000014 0.088755000000000014 1.0000000180025095e-35 0.09117500000000002 0.089505000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 14 9 6 -1 8 10 -3 11 12 13 -7 -2 16 17 -11 -13
right_child=1 2 -4 -5 -6 7 -8 -9 -10 15 -12 18 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.01306771336427837 0.0091597434672835466 -0.0049924530057970451 -0.016672587565113046 0.017173607871649555 -0.0074283338662754416 0.0067786591280828978 0.0074126097215262785 0.016592279179319901 -0.0051100412407670106 0.02059608572838087 -0.0027742418845270282 0.0064056586997164634 0.015415321295836053 0.016488009469617544 -0.0017912310391071076 -0.0016822121343316456 0.00074420828115363792 0.0058676946961481423 -0.0030362933231007955
leaf_weight=63 52 66 65 52 89 1566 100 64 75 54 57 74 73 53 90 59 94 54 84
leaf_count=63 52 66 65 52 89 1566 100 64 75 54 57 74 73 53 90 59 94 54 84
internal_value=0 0.000787755 -0.00140248 0.00622744 0.000979156 0.00600898 -0.000492076 0.00652779 0.00620189 0.00327293 0.00664772 0.00693899 0.00745754 0.00709762 0.00220633 0.00536991 0.00743858 0.0132485 0.00137452
internal_weight=0 675 481 194 416 2209 163 2046 1982 327 1907 1850 1692 1619 142 261 202 108 158
internal_count=2884 675 481 194 416 2209 163 2046 1982 327 1907 1850 1692 1619 142 261 202 108 158
is_linear=0
shrinkage=0.16829


Tree=5722
num_leaves=28
num_cat=0
split_feature=1 3 1 1 4 39 4 1 3 12 47 1 158 1 3 12 13 4 481 52 156 1213 159 13 402 42 4
split_gain=29.475 8.63935 1.83619 1.82413 1.80278 1.27405 1.1599 1.07615 1.05358 0.785148 0.631147 0.612258 0.487324 0.480705 0.428484 0.411505 0.33847 0.332685 0.259949 0.249372 0.233987 0.226671 0.20894 0.200949 0.155392 0.153228 0.0791251
threshold=0.10135500000000001 -0.049204999999999992 0.121715 0.15028500000000003 0.043640000000000005 0.089030000000000012 -0.16236499999999995 0.081540000000000015 -0.081224999999999978 0.090535000000000018 0.09023500000000001 0.093435000000000004 0.078875000000000015 0.13042000000000001 1.0000000180025095e-35 0.098785000000000012 0.044405000000000007 0.028075000000000006 -0.084514999999999993 -0.24334999999999998 0.083490000000000023 0.065530000000000019 0.092630000000000018 -0.090854999999999977 0.026870000000000002 -0.09361499999999999 0.082475000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 9 5 6 10 7 -1 16 -2 14 19 23 -7 -3 -11 18 -16 -8 -10 21 -21 24 -6 -20 -18 -25
right_child=1 3 -4 -5 12 13 8 -9 11 15 -12 -13 -14 -15 17 -17 25 -19 22 20 -22 -23 -24 26 -26 -27 -28
leaf_value=0.0008777283829364172 0.0008524974469975011 0.00021644379249636955 0.00057645314180496696 -0.00024716610470225793 0.00085620892821430242 0.00035184902642929143 0.0013202080650599026 0.0014314513158224587 0.0011538912688596652 0.0014617292403147069 0.00085143748544539962 0.0010914242433233596 0.0013336050235670624 -3.997511767410746e-05 0.00074478936327065047 0.0011205383107211317 0.0014700864835122094 0.0004222677119947334 0.0015058154565471742 0.0013407264472853342 0.0016053104555881978 0.0015639932112078807 0.0017466858957886191 0.0011720397375112044 0.00164745857963671 0.0012592799973744106 0.0010140496717661964
leaf_weight=84 52 61 66 54 52 63 66 71 54 95 54 102 87 74 57 67 73 92 652 402 53 59 52 80 104 87 71
leaf_count=84 52 61 66 54 52 63 66 71 54 95 54 102 87 74 57 67 73 92 652 402 53 59 52 80 104 87 71
internal_value=0 0.000602546 0.00105865 0.000321789 0.00136815 0.000398495 0.00140598 0.0011316 0.00143092 0.0012072 0.00053253 0.00132852 0.00112556 0.00013995 0.000450358 0.00132084 0.00149723 0.000545885 0.00152311 0.00137103 0.00139377 0.00136938 0.00153964 0.00103623 0.00152535 0.00135568 0.00109799
internal_weight=0 735 280 455 2149 401 1859 155 1704 214 264 670 290 137 210 162 1034 149 874 568 514 461 808 203 756 160 151
internal_count=2884 735 280 455 2149 401 1859 155 1704 214 264 670 290 137 210 162 1034 149 874 568 514 461 808 203 756 160 151
is_linear=0
shrinkage=0.0032998


Tree=5723
num_leaves=28
num_cat=0
split_feature=1 3 0 4 15 10 4 3 0 4 49 457 15 1 150 49 52 47 3 52 4 3 3 403 0 52 0
split_gain=29.8979 6.51229 2.41764 1.72064 1.65597 1.58388 1.38057 1.18908 0.831302 0.82017 0.728756 0.728332 0.648844 0.58552 0.522158 0.485356 0.454283 0.363384 0.499123 0.25052 0.243173 0.230614 0.203828 0.175233 0.319184 0.166566 0.109812
threshold=0.10398500000000001 -0.049204999999999992 -0.067969999999999989 0.24099500000000004 -0.24211499999999997 -0.0093599999999999985 0.50541500000000006 -0.081184999999999993 0.13304000000000002 -0.17568999999999999 -1.0000000180025095e-35 0.085360000000000005 0.091195000000000012 0.13535500000000003 0.094545000000000018 0.077505000000000018 -0.072664999999999993 0.09023500000000001 0.099330000000000016 0.11916 0.043640000000000005 -0.14884499999999998 -0.10115999999999999 -0.072664999999999993 -0.077614999999999976 -0.23266999999999996 -0.097774999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 -2 -3 14 19 9 -4 -6 20 15 -8 17 -11 -12 18 -7 21 23 -1 -23 -9 -25 -24 -22
right_child=1 5 8 -5 10 6 13 11 -10 12 16 -13 -14 -15 -16 -17 -18 -19 -20 -21 26 22 25 24 -26 -27 -28
leaf_value=0.001588049316080483 0.00035994379359508217 -0.00023531401742014064 0.0012995781278358166 0.00082203046486807119 0.00068825715368301169 0.00018547524838750788 0.0002377934567115363 0.0014117105232850922 0.0006257607119390194 0.00056164810884898352 0.0013303531781671905 0.00082967094963714108 0.0011829890077644822 -0.00024437647799246742 0.00017879030696795321 0.00098715864464159523 0.00094353260883771187 0.00072536058576842322 0.00062728361106970945 0.0011996516998513942 0.0012026954539047158 0.0012198587282525489 0.0012247659784015835 0.0012827430548828366 0.0010741496657297675 0.0014087673974851943 0.00099390377491051008
leaf_weight=64 53 76 100 84 52 55 52 77 59 58 72 53 69 58 66 60 63 63 57 82 56 83 61 385 104 761 61
leaf_count=64 53 76 100 84 52 55 52 77 59 58 72 53 69 58 66 60 63 63 57 82 56 83 61 385 104 761 61
internal_value=0 0.000440881 0.00123779 0.00128471 0.000875834 0.000196328 0.00028989 0.00130644 0.000983959 0.00105747 0.00102186 0.00120434 0.000927817 -1.61214e-05 0.000429709 0.000778308 0.0011501 0.00052414 0.000410639 0.00137791 0.00123337 0.00139295 0.00137912 0.00126208 0.00123845 0.00139516 0.00109414
internal_weight=0 667 2217 1871 240 427 351 1787 346 287 187 736 187 110 241 118 135 175 112 1051 683 969 905 566 489 822 117
internal_count=2884 667 2217 1871 240 427 351 1787 346 287 187 736 187 110 241 118 135 175 112 1051 683 969 905 566 489 822 117
is_linear=0
shrinkage=0.0032998


Tree=5724
num_leaves=33
num_cat=0
split_feature=1 1 12 12 15 1 12 12 15 15 52 52 43 15 1 1 42 43 43 52 12 15 160 481 42 42 456 150 1 12 12 15
split_gain=29.7245 6.7082 3.90916 2.83139 1.65663 1.63563 1.41215 0.573173 0.618089 0.560674 0.54483 0.528244 0.503333 0.455376 0.449954 0.378538 0.314681 0.303904 0.389452 0.299746 0.2906 0.28482 0.279757 0.225544 0.206973 0.261328 0.184382 0.179636 0.179513 0.132197 0.122414 0.0850177
threshold=0.10398500000000001 0.12313000000000002 0.085075000000000026 0.056995000000000011 -0.075094999999999981 0.087225000000000011 0.090335000000000013 0.11697000000000002 -0.033234999999999994 0.091195000000000012 -0.084674999999999986 -0.072664999999999993 -0.028184999999999998 -0.10763999999999999 0.14754500000000001 0.093575000000000019 0.087005000000000013 0.092445000000000013 -0.00045499999999999995 -0.079689999999999997 0.085685000000000025 -0.016999999999999998 -0.52374999999999983 -0.08614999999999999 -0.076679999999999984 0.090945000000000012 0.087575000000000014 1.0000000180025095e-35 0.081540000000000015 0.092825000000000005 -0.081654999999999991 0.096235000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 12 17 8 13 16 -7 -4 -1 -8 30 -12 28 18 22 -2 -20 -14 -5 -24 -15 -26 -25 -21 -10 -11 -3 -31
right_child=1 4 11 6 -6 10 7 -9 9 29 15 -13 21 24 -16 -17 -18 -19 20 27 -22 -23 23 26 25 -27 -28 -29 -30 31 -32 -33
leaf_value=0.001445645151362915 0.00076607637457417265 0.00063574978258668145 0.0018690496084022578 0.0021450837931432038 0.00093604587570136975 0.0015499282294994816 0.0018827333273556401 0.0014368088520082861 0.0017749009703594448 0.0015711670607559364 0.001361476729666332 0.0014858909853857423 0.0016863548221648524 0.0017162210606339635 0.0001547586661222991 0.00098819871052820705 0.0021673955041353102 0.0021331629649127067 0.0015604137065621645 0.001129434782978775 0.001856318660914288 0.0020087224550889974 0.0016828262567484594 0.0019289857502221334 0.0012855404222545561 0.0015793548269475877 0.0017463450950272099 0.00088737592217792087 0.0020225079503041568 0.0018572056272287329 0.0004313073427949642 0.0017061340125260798
leaf_weight=52 59 55 69 55 102 54 54 75 92 59 53 95 67 54 53 70 54 59 66 100 87 58 53 673 54 93 71 53 54 68 81 142
leaf_count=52 59 55 69 55 102 54 54 75 92 59 53 95 67 54 53 70 54 59 66 100 87 58 53 673 54 93 71 53 54 68 81 142
internal_value=0 0.000973253 0.00126446 0.0017679 0.000596862 0.00149681 0.00181939 0.00171409 0.00174277 0.00181446 0.00127174 0.00164731 0.00172167 0.00161078 0.000413623 0.00114933 0.00194808 0.00189842 0.00188461 0.000968129 0.0017289 0.00183622 0.00191253 0.00189643 0.00153754 0.00147166 0.0019116 0.00104581 0.00186672 0.00171498 0.000514245 0.00175522
internal_weight=0 667 376 2217 291 354 1863 799 724 469 177 164 177 255 189 123 200 1064 1005 212 153 125 852 797 201 147 744 153 146 269 136 210
internal_count=2884 667 376 2217 291 354 1863 799 724 469 177 164 177 255 189 123 200 1064 1005 212 153 125 852 797 201 147 744 153 146 269 136 210
is_linear=0
shrinkage=0.0032998


Tree=5725
num_leaves=22
num_cat=0
split_feature=15 15 43 0 51 15 16 48 49 12 0 49 158 16 1429 11 2 52 51 43 2
split_gain=0.395437 0.361825 0.328041 0.269216 0.397862 0.336544 0.331391 0.322494 0.237838 0.216255 0.196418 0.182132 0.242579 0.239202 0.187167 0.222196 0.177552 0.361351 0.168575 0.15147 0.131311
threshold=-0.26361999999999991 -0.46772999999999992 -0.070414999999999991 -0.11991499999999998 0.092720000000000011 -0.14051999999999998 -0.096149999999999985 0.084260000000000015 0.089015000000000025 -0.042789999999999988 -0.10594499999999998 0.091160000000000005 0.112085 -0.072034999999999988 0.084895000000000012 0.084110000000000004 0.11248000000000001 0.037045000000000002 -0.067854999999999985 -0.082894999999999983 0.095965000000000009
decision_type=2 2 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 8 16 -8 -5 -3 -7 12 14 -13 15 -12 17 -2 -16 -15 -21
right_child=3 9 -4 5 -6 10 7 -9 -10 -11 11 13 -14 19 18 -17 -18 -19 -20 20 -22
leaf_value=-0.0030509956247797669 0.018349785351602026 -0.015061366334676831 0.015068277745538943 0.024451850846722828 0.015120137382970519 -0.0012502989569436057 -0.01285791897215707 0.0026837637228181209 0.0086533907215919949 -3.1447907420428544e-05 0.0075973622556598473 -0.006629977342571306 0.017406030830402344 0.012909952413006203 0.021402063546100608 -0.0031606399445189364 -0.0013298067840567065 -9.2464600241260668e-05 0.0081349102470201964 -0.0037150776515019615 0.0067056891925866705
leaf_weight=55 61 53 58 56 64 75 77 74 53 56 1638 54 76 62 52 56 71 59 58 53 96
leaf_count=55 61 53 58 56 64 75 77 74 53 56 1638 54 76 62 52 56 71 59 58 53 96
internal_value=0 -0.000430877 0.00623326 0.00694682 0.00294063 0.00764443 0.000656172 -0.00522957 0.0167865 -0.00735606 0.00719475 0.00749087 0.00807376 0.00334886 0.00767961 0.00724067 0.0053187 0.00926737 0.014423 0.0059112 0.00298692
internal_weight=0 222 113 2735 406 2329 342 151 109 109 2220 2145 1880 265 1804 1694 191 120 110 211 149
internal_count=2957 222 113 2735 406 2329 342 151 109 109 2220 2145 1880 265 1804 1694 191 120 110 211 149
is_linear=0
shrinkage=0.16829


Tree=5726
num_leaves=32
num_cat=0
split_feature=1 1 12 12 150 13 43 12 12 1 484 12 43 43 15 1210 48 159 484 15 1 159 403 1 43 13 1 12 50 48 1
split_gain=18.8773 2.50872 1.78693 1.27461 1.08843 1.07843 1.16031 1.05073 0.68601 0.635408 0.626775 0.576708 0.383447 0.336597 0.272666 0.315409 0.279831 0.331601 0.259228 0.198532 0.19504 0.213845 0.280459 0.183199 0.148662 0.126102 0.11856 0.11086 0.0866885 0.0494267 0.00930113
threshold=0.10575500000000002 0.12381000000000002 0.085075000000000026 1.0000000180025095e-35 0.083435000000000023 -0.07298499999999998 -0.051239999999999987 0.088845000000000021 -0.081654999999999991 0.089075000000000015 0.087070000000000022 0.11697000000000002 -0.077134999999999995 -0.080569999999999989 -0.039149999999999997 -0.061049999999999993 0.081890000000000004 -1.0000000180025095e-35 0.087020000000000014 -0.073759999999999978 0.084370000000000014 -0.085534999999999986 -0.092059999999999989 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0059899999999999997 0.081540000000000015 0.096315000000000026 0.098625000000000018 0.098985000000000017 0.092395000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 10 8 -7 9 -3 18 12 14 -1 -2 16 -16 17 -9 20 -15 21 -5 -23 -14 -4 28 -27 -19 -17 -18 -25
right_child=1 5 24 7 -6 6 -8 11 -10 -11 -12 -13 23 19 15 25 29 27 -20 -21 -22 22 -24 30 -26 26 -28 -29 -30 -31 -32
leaf_value=0.0012030098137691978 0.00056107092511303391 0.00056041862505390591 0.001182141231010502 0.0017274236751984174 0.00094843905832916596 0.00048081654394167524 0.0010772758601170205 0.0014750458326028635 0.00010052661895605031 0.00120156424706047 0.0010325471792383793 0.0011328481435598072 0.001348820822935299 0.00095776073313262957 0.0012453543497120245 0.0014744917059715239 0.0015437451580484326 0.0011028532373217551 0.0017363018592001845 0.00070009394274404043 0.0017081598656546444 0.0013575452872081524 0.0015473824149669494 0.0016178020628039595 0.001410657263043044 0.001491855990511442 0.0016696219475387081 0.0012921100015514885 0.0013349225188082122 0.0013940307786611478 0.0015336077489999226
leaf_weight=61 55 81 83 59 93 75 68 61 63 54 53 84 56 94 68 309 61 86 98 52 82 106 508 71 54 118 71 62 65 54 52
leaf_count=61 55 81 83 59 93 75 68 61 63 54 53 84 56 94 68 309 61 86 98 52 82 106 508 71 54 118 71 62 65 54 52
internal_value=0 0.000788658 0.000981442 0.00143457 0.00126071 0.000561494 0.000764694 0.00146904 0.000359461 0.00155146 0.00135971 0.00139706 0.00143181 0.000782904 0.00142026 0.00146085 0.00134111 0.00126796 0.00157357 0.00086623 0.0015524 0.00153337 0.00151467 0.00150959 0.00127247 0.00148681 0.00155882 0.00118237 0.00145033 0.00147375 0.00158249
internal_weight=0 625 338 2332 386 287 143 1946 144 907 293 1039 240 201 955 631 324 209 853 146 755 673 614 179 137 563 189 148 374 115 123
internal_count=2957 625 338 2332 386 287 143 1946 144 907 293 1039 240 201 955 631 324 209 853 146 755 673 614 179 137 563 189 148 374 115 123
is_linear=0
shrinkage=0.0032998


Tree=5727
num_leaves=33
num_cat=0
split_feature=1 3 3 2 2 150 1 2 49 12 1 11 2 2 0 0 47 3 1456 52 0 51 3 47 12 2 3 49 47 3 1 2
split_gain=66.1334 8.71161 4.336 3.97292 3.46459 2.72272 2.37513 1.53253 1.39004 1.28767 1.30341 1.22885 1.22572 1.51984 0.90848 0.595003 0.549539 0.470683 0.439277 0.383231 0.310511 0.303228 0.21184 0.243782 0.179021 0.177411 0.175175 0.189399 0.140359 0.126868 0.123973 0.0778311
threshold=0.10575500000000002 -0.06656999999999999 0.3148450000000001 0.097005000000000022 0.11543500000000002 0.082085000000000019 0.089605000000000018 0.14744000000000002 -0.014479999999999998 -0.032329999999999991 0.077020000000000019 0.07585500000000002 -1.0000000180025095e-35 0.10869000000000002 -0.036459999999999992 -0.072924999999999976 0.086785000000000015 0.11269500000000002 0.078920000000000018 0.013340000000000001 -0.079119999999999982 -0.011165 -0.083674999999999986 0.077735000000000012 0.083885000000000015 0.093595000000000025 -0.072864999999999985 0.091255000000000017 0.081905000000000019 -0.087544999999999998 0.091635000000000008 0.11183000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 7 6 16 9 11 12 -8 -5 14 18 -3 -14 26 19 -2 -15 20 28 22 -20 24 -24 -1 29 27 -11 30 -22 -10 -28
right_child=1 2 -4 5 -6 -7 8 -9 15 10 -12 -13 13 17 -16 -17 -18 -19 21 -21 25 -23 23 -25 -26 -27 31 -29 -30 -31 -32 -33
leaf_value=0.0018615697873402256 0.0013569625321820987 0.00030351054022439744 -0.00021566038902222045 0.00122172618442494 0.00059690350884034299 0.00092104420228650643 0.0011906300513715696 6.054672995533086e-05 0.0018774196808207366 0.0019080819016606626 0.0020946159440645572 0.0023983192114107274 0.0012207544995222661 0.00042147439798615214 0.0012517105914813861 0.0014827284831431641 0.0017997034447868202 0.00079403342300186084 0.0023497113036026304 0.0016458516381753377 0.0016163744977540863 0.0020291747845125802 0.0018984900487148888 0.0021328180543335328 0.0020480669148989646 0.0019730128581291299 0.0017085192764237521 0.0016787640319541749 0.0017902977043087048 0.0018416144674410809 0.002104608966372894 0.0015302810618427554
leaf_weight=70 67 75 98 57 60 56 52 54 52 88 95 78 64 73 52 61 58 76 52 72 52 95 468 57 427 59 69 79 53 69 65 54
leaf_count=70 67 75 98 57 60 56 52 54 52 88 95 78 64 73 52 61 58 76 52 72 52 95 468 57 427 59 69 79 53 69 65 54
internal_value=0 0.000648745 0.000396014 0.00185754 0.00124964 0.001612 0.00193331 0.000571392 0.00169112 0.00169025 0.00175128 0.00199353 0.000667054 0.000794896 0.00165581 0.0017769 0.00156268 0.000611741 0.0019701 0.0018509 0.00194895 0.0021428 0.00197163 0.001924 0.00202187 0.00182001 0.00172815 0.00179981 0.00193754 0.00174511 0.00200394 0.00163055
internal_weight=0 625 440 2332 185 550 1782 342 355 494 437 1427 288 213 342 303 125 149 1349 242 1202 147 1022 525 497 180 290 167 170 121 117 123
internal_count=2957 625 440 2332 185 550 1782 342 355 494 437 1427 288 213 342 303 125 149 1349 242 1202 147 1022 525 497 180 290 167 170 121 117 123
is_linear=0
shrinkage=0.0032998


Tree=5728
num_leaves=23
num_cat=0
split_feature=2 2 2 0 2 14 0 0 39 0 0 47 2 156 0 0 52 0 52 52 0 42
split_gain=13.6789 4.27501 3.61831 3.13146 2.19709 1.95432 1.45051 1.42879 1.56562 1.30006 0.768516 0.645091 0.566526 0.408742 0.464041 0.250023 0.248726 0.220546 0.167912 0.144046 0.112868 0.0314054
threshold=0.12026500000000001 -1.0000000180025095e-35 0.099965000000000012 -0.13165999999999997 0.16730000000000003 0.073890000000000011 -0.084114999999999981 -0.0033699999999999993 0.08481000000000001 -0.22745499999999999 -0.14920999999999998 0.11224000000000002 0.13270000000000001 0.088735000000000022 -0.036459999999999992 -0.024974999999999997 0.0030150000000000008 -0.042499999999999989 -0.031059999999999997 -0.24841999999999997 -0.16926499999999997 -0.04034999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 10 6 9 20 8 -1 -3 -4 13 -8 14 -11 16 19 -14 -15 -5 -2 -18
right_child=4 2 3 15 -6 -7 12 -9 -10 11 -12 -13 17 18 -16 -17 21 -19 -20 -21 -22 -23
leaf_value=0.0013242029297171728 0.00050133395962019382 0.00081665935075645769 0.00084080308615292853 0.0012831942884210957 5.4486831138276637e-05 0.0018456753146730343 0.0011654410191564801 0.00047138249451047858 0.00058979311713909077 0.0013654526477554364 0.00035225462279487771 0.0010562646977979727 0.00090129021773068126 0.001071283924710756 0.0016743001733221662 0.0010662221970251192 0.0014356519179158844 0.00059838159284055273 0.0013137412823781794 0.0010434085250716461 0.00028458492636600251 0.0013171512487897461
leaf_weight=77 53 52 80 52 76 85 54 85 54 1503 63 80 53 71 56 101 52 54 60 64 54 78
leaf_count=77 53 52 80 52 76 85 54 85 54 1503 63 80 53 71 56 101 52 54 60 64 54 78
internal_value=0 0.00125039 0.00129048 0.00103725 0.000550204 0.00135552 0.000690649 0.000805326 0.00102174 0.00133264 0.000625815 0.00134778 0.000888728 0.00136155 0.00137657 0.0012067 0.00126423 0.00074875 0.0011826 0.0011512 0.000392276 0.00136482
internal_weight=0 2613 2397 490 344 1907 268 216 131 1822 143 1770 161 1690 1559 347 246 107 131 116 107 130
internal_count=2957 2613 2397 490 344 1907 268 216 131 1822 143 1770 161 1690 1559 347 246 107 131 116 107 130
is_linear=0
shrinkage=0.0032998


Tree=5729
num_leaves=28
num_cat=0
split_feature=1 2 12 12 1 12 1 12 13 13 2 13 0 1 11 12 160 3 2 16 1210 13 16 3 43 160 16
split_gain=19.2435 3.13227 2.49059 1.74541 1.09008 0.756694 0.589577 0.566768 0.50788 0.481649 0.467583 0.576018 0.578671 0.46565 0.384986 0.37398 0.334513 0.315513 0.305578 0.299193 0.276306 0.24527 0.215517 0.164923 0.159685 0.140752 0.11714
threshold=0.10575500000000002 0.14290000000000003 0.085075000000000026 1.0000000180025095e-35 0.092485000000000026 0.088845000000000021 0.089075000000000015 -0.0066799999999999993 -0.0042049999999999995 -0.08811999999999999 -1.0000000180025095e-35 -0.041479999999999996 -0.11742499999999999 0.11378500000000001 1.0000000180025095e-35 0.11697000000000002 -1.0000000180025095e-35 -0.14884499999999998 0.096685000000000007 -0.11400999999999999 -0.061049999999999993 -0.092844999999999997 0.054560000000000004 -0.083674999999999986 -0.010894999999999998 -0.081494999999999998 0.14976500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 7 6 14 18 -6 -3 -2 -12 -13 -4 21 17 -9 -7 -1 -19 -21 -5 -22 24 -23 -25 -15
right_child=1 9 13 5 8 15 -8 16 -10 -11 11 12 -14 26 -16 -17 -18 19 -20 20 22 23 -24 25 -26 -27 -28
leaf_value=0.0017194963601848859 0.00053336229612806609 0.00010557637626085507 0.0014367643209248916 0.0013730327939505587 0.00076459942699269514 0.001663238910087389 0.0011970449076754628 0.0013373000158078123 0.0011690019513363693 0.00050495485592464751 0.00059845445801592087 0.00076579019424107074 0.001212706761518822 0.00096579629765325566 0.0018209008527400625 0.0011893378943585652 0.0010016504853017768 0.0012275473461497782 0.0013577039673049454 0.0012361404960072864 0.0014824244799825418 0.0015534688877961869 0.0013512136507365861 0.0013552032711104537 0.00169232406529633 0.0015364208836057709 0.0011916295243818353
leaf_weight=52 100 61 65 92 63 57 54 91 75 72 88 80 53 53 57 84 52 94 53 77 533 301 194 67 141 195 53
leaf_count=52 100 61 65 92 63 57 54 91 75 72 88 80 53 53 57 84 52 94 53 77 533 301 194 67 141 195 53
internal_value=0 0.000771758 0.000893255 0.0014239 0.00122066 0.0014642 0.00153426 0.00135185 0.000984639 0.000322046 0.000721628 0.000806657 0.00094415 0.00121523 0.00155557 0.00140301 0.00121549 0.00142176 0.00153721 0.0014064 0.00142726 0.00153652 0.00144746 0.00155784 0.00159784 0.00149021 0.00107905
internal_weight=0 625 492 2332 386 1946 907 248 138 133 321 221 133 171 853 1039 143 955 105 898 804 796 727 704 442 262 106
internal_count=2957 625 492 2332 386 1946 907 248 138 133 321 221 133 171 853 1039 143 955 105 898 804 796 727 704 442 262 106
is_linear=0
shrinkage=0.0032998


Tree=5730
num_leaves=19
num_cat=0
split_feature=4 39 13 12 16 14 1455 13 12 12 13 13 0 1456 160 50 16 0
split_gain=0.690913 0.474534 0.414512 0.460083 0.397456 0.333668 0.28358 0.254564 0.224335 0.204594 0.268516 0.191147 0.235812 0.174742 0.224746 0.16084 0.161269 0.0756994
threshold=0.41377500000000006 0.0047850000000000011 -0.17030499999999998 0.090285000000000018 -0.11082499999999999 0.073890000000000011 -0.082334999999999978 -0.0069149999999999993 -0.090069999999999997 -0.087789999999999993 -0.052719999999999996 0.0040450000000000009 -0.12259499999999998 -0.011624999999999998 -0.5242349999999999 -0.10146999999999999 0.0063750000000000013 -0.10462499999999998
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 5 9 6 -4 8 -3 -2 -11 12 -8 -5 -15 -16 -17 -1
right_child=4 7 3 13 -6 -7 11 -9 -10 10 -12 -13 -14 14 15 16 -18 -19
leaf_value=0.0053801671608798302 0.013806904503521452 0.0026597052090190131 0.023870121944790709 0.0012839863379538767 -0.0089000976412293743 0.025299873941167832 0.0069056508111180288 -0.0041127036046848956 0.016388298186433892 -0.0066980123010164459 0.0091199903607493676 0.0055436815067073366 0.014092646889613354 -0.00092568544232248776 0.019344086737857005 0.011190962552604924 0.0058753195326897217 -0.0036941372394063473
leaf_weight=52 59 97 66 79 75 67 150 84 52 57 65 103 987 54 52 558 230 52
leaf_count=52 59 97 66 79 75 67 150 84 52 57 65 103 987 54 52 558 230 52
internal_value=0 0.0105504 0.0112409 0.0117019 0.00139186 0.0136883 0.0130912 0.00328204 0.00746295 0.00566641 0.00171489 0.012516 0.0131461 0.00889703 0.00956777 0.0102445 0.00964172 0.00082574
internal_weight=0 2683 2450 2346 256 1373 1306 233 149 181 122 1240 1137 973 894 840 788 104
internal_count=2939 2683 2450 2346 256 1373 1306 233 149 181 122 1240 1137 973 894 840 788 104
is_linear=0
shrinkage=0.16829


Tree=5731
num_leaves=27
num_cat=0
split_feature=1 3 2 2 2 15 39 0 2 16 15 4 1 41 34 15 4 16 1375 15 1455 16 15 15 16 15
split_gain=24.0014 3.68421 2.25859 2.18793 1.08228 1.67199 1.07649 0.997749 0.748899 0.676201 0.984353 0.636132 1.18608 0.563958 0.558878 0.483321 0.444755 0.353123 0.348229 0.284932 0.23869 0.211664 0.21 0.154691 0.230857 0.229468
threshold=0.10921500000000002 -0.063264999999999988 0.11043500000000002 0.092250000000000013 0.14744000000000002 -0.077474999999999988 0.055555000000000007 -0.076384999999999995 0.11366500000000002 0.067035000000000011 0.039965000000000007 -0.076329999999999995 0.087055000000000007 0.077550000000000022 -0.010739999999999998 -0.032144999999999993 0.032770000000000001 0.18879500000000002 -0.084979999999999986 -0.15300999999999995 -0.040659999999999995 0.55657000000000012 -0.43091499999999999 -0.011959999999999998 -0.040874999999999995 -0.062734999999999985
decision_type=2 2 2 2 2 2 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 14 8 13 11 10 -9 17 23 16 -3 -10 18 -5 -1 -20 -21 -19 -16 25 -25 -13
right_child=1 4 -4 6 -6 -7 -8 9 15 -11 -12 12 -14 -15 22 -17 -18 21 19 20 -22 -23 -24 24 -26 -27
leaf_value=0.0012100988974750092 0.0013259236278571915 5.7104221432816921e-05 0.0005127506604536285 0.0016369876935234385 9.5084660205351908e-05 0.00086487428292929345 0.00086129626587954234 0.00075062554613422692 0.001229235287013737 0.001512390992601633 0.0012980532184902814 0.0012983280373062291 0.00076964459211874465 0.0017626749955563783 0.0006004664961642757 0.00085664010770779742 0.0012290928915141873 0.0011902794448660028 0.0017112800144957726 0.0016680469803574698 0.0014513081059917025 0.0014940588595714339 0.00033856130324137794 0.0013301755383171878 0.0010463076625154256 0.0015497541128118354
leaf_weight=58 96 57 61 81 91 96 84 56 80 62 101 171 52 65 57 74 98 52 55 61 1009 52 83 78 55 54
leaf_count=58 96 57 61 81 91 96 84 56 80 62 101 171 52 65 57 74 98 52 55 61 1009 52 83 78 55 54
internal_value=0 0.000584179 0.0010102 0.00135376 0.000409905 0.000507562 0.00121685 0.00142661 0.00125668 0.00121907 0.00110302 0.00131 0.00123699 0.00146035 0.000333262 0.00105042 0.00144498 0.00147163 0.00146283 0.00147583 0.0014637 0.00134251 0.000445446 0.00130477 0.00121305 0.00135883
internal_weight=0 541 157 2398 384 293 833 1565 749 219 157 595 410 1346 197 154 1281 185 1183 1125 1070 104 140 358 133 225
internal_count=2939 541 157 2398 384 293 833 1565 749 219 157 595 410 1346 197 154 1281 185 1183 1125 1070 104 140 358 133 225
is_linear=0
shrinkage=0.0032998


Tree=5732
num_leaves=13
num_cat=0
split_feature=2 9 14 15 13 9 1456 47 13 4 15 52
split_gain=0.908625 0.472761 0.344125 0.305806 0.277066 0.394591 0.268498 0.22704 0.205918 0.122937 0.246998 0.0261613
threshold=0.13554000000000002 -1.0000000180025095e-35 0.019255000000000005 -0.42075999999999997 -0.17030499999999998 0.081505000000000008 -0.15824499999999997 0.11224000000000002 -0.24426999999999996 0.48395000000000005 -0.040769999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 -8 -2 10 -10 -4
right_child=8 2 11 4 5 -7 7 -9 9 -11 -12 -13
leaf_value=-0.0023006425089258987 0.0067002274604376078 -0.00088644609078377941 0.022402137395856312 0.00073958823435532573 0.021048044639306984 0.02277360305909204 0.010164236831652696 0.0019754161084000431 0.0070912247776513965 -0.011160438303628718 -0.0090108431947307516 0.016892871724859277
leaf_weight=88 65 73 52 86 62 72 2124 101 52 53 56 55
leaf_count=88 65 73 52 86 62 72 2124 101 52 53 56 55
internal_value=0 0.00981595 0.0102228 0.00982419 0.0101447 0.0104868 0.0100992 0.00979333 -0.00128343 -0.00451781 -0.00124136 0.0195871
internal_weight=0 2713 2625 2518 2445 2359 2287 2225 226 161 108 107
internal_count=2939 2713 2625 2518 2445 2359 2287 2225 226 161 108 107
is_linear=0
shrinkage=0.16829


Tree=5733
num_leaves=24
num_cat=0
split_feature=1 1 155 2 34 14 2 15 2 2 13 484 41 42 15 15 1 2 42 1 16 42 42
split_gain=18.3213 2.69243 2.39122 1.53067 1.93578 1.08093 1.0331 0.699391 0.697856 0.660137 0.655237 0.507116 0.335438 0.307477 0.315268 0.296141 0.26753 0.852778 0.248965 0.175666 0.168852 0.0558618 0.0553712
threshold=0.11690500000000002 0.094655000000000017 0.087240000000000012 0.14744000000000002 -0.016844999999999995 0.073890000000000011 0.095850000000000005 -0.084454999999999988 0.10796500000000002 -0.0098549999999999974 -0.0015099999999999998 0.096415000000000015 0.078705000000000011 0.088805000000000009 -0.049344999999999993 -0.43587999999999999 0.083250000000000005 0.08647500000000001 0.091485000000000025 0.10678000000000001 0.052690000000000008 0.089625000000000024 0.10321000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 4 -2 8 9 15 11 -3 -8 12 16 14 -10 -6 18 -18 -1 -12 -9 -11 -15
right_child=3 2 -4 -5 7 -7 10 20 13 21 19 -13 -14 22 -16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.0013738908292219116 0.00010859678894012623 0.00081492995810793635 0.0016024348173842913 0.00015053744728588502 0.00077576420650441857 0.0016881672096508156 0.00056531801513802515 0.00082456860383795655 0.0011884896167443984 0.0012920102855460602 0.0010763849054969213 0.001572481740958806 0.0010557772035870573 0.0013249813917816193 0.00082824737687387862 0.00044242448638432801 0.0013310033152083821 0.00094680629736451909 0.001241796190893829 0.00081389111592316155 0.0010890572980010633 0.0011602231716684164 0.0011728440121069493
leaf_weight=1018 62 59 74 99 53 87 85 54 54 79 59 93 52 64 54 66 308 80 191 56 55 81 56
leaf_count=1018 62 59 74 99 53 87 85 54 54 79 59 93 52 64 54 66 308 80 191 56 55 81 56
internal_value=0 0.00127425 0.00105488 0.000505277 0.000626256 0.00132681 0.000958092 0.000766869 0.00131083 0.00111506 0.000786036 0.00133342 0.00131991 0.0011381 0.00100869 0.000591183 0.00132849 0.00125188 0.00135305 0.000948868 0.000958349 0.00122551 0.00125428
internal_weight=0 2550 493 389 290 2057 419 228 1970 219 200 1742 1649 228 108 119 1597 388 1209 115 109 160 120
internal_count=2939 2550 493 389 290 2057 419 228 1970 219 200 1742 1649 228 108 119 1597 388 1209 115 109 160 120
is_linear=0
shrinkage=0.0032998


Tree=5734
num_leaves=26
num_cat=0
split_feature=1 2 9 34 1 2 50 376 12 1 0 0 1 42 12 51 1 2 1 1446 12 132 50 13 13
split_gain=0.767996 0.317939 0.292471 0.290791 0.286202 0.275936 0.245873 0.313919 0.419521 0.380607 0.223477 0.188869 0.195936 0.158829 0.152509 0.168685 0.13154 0.129719 0.124965 0.109391 0.108509 0.128624 0.097692 0.159947 0.154485
threshold=0.11690500000000002 0.13554000000000002 0.037245000000000007 -0.028269999999999997 0.080320000000000016 0.12026500000000001 0.083800000000000013 0.048695000000000009 -1.0000000180025095e-35 0.085550000000000015 -0.097774999999999987 -0.10462499999999998 0.13891000000000003 -0.044384999999999994 0.090285000000000018 0.0033150000000000007 0.087055000000000007 0.090485000000000024 0.12864500000000004 0.086150000000000018 0.108115 0.004745000000000001 0.098445000000000019 -0.023739999999999997 -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 2 2
left_child=1 2 4 -2 10 18 7 8 -6 -10 13 -7 -13 -1 15 19 -8 -15 -5 -12 21 -16 23 -18 -24
right_child=3 -3 -4 5 6 11 16 -9 9 -11 14 12 -14 17 20 -17 22 -19 -20 -21 -22 -23 24 -25 -26
leaf_value=0.0086033860917619324 -0.0097843056814556073 -0.0027364558630801022 0.02000819924435732 0.0043310410927548905 -0.010082582320167633 0.0065675704994811327 0.018275506900689471 0.01731404709691698 -0.0082468138549989523 0.006934364855402159 0.0099793476338639418 0.0014028541199602317 -0.011269168719323722 0.024276703918135689 0.0051824729410659739 0.01885746342948386 0.0063424934305514298 0.014072531603344349 0.015339901469552223 0.017975496299514775 0.012652011426181862 0.013467059274915098 0.011084871341085786 0.019302030750563311 -0.00089301015175320122
leaf_weight=60 57 60 75 60 55 73 57 54 52 457 658 81 60 69 351 78 54 75 58 53 100 63 71 55 53
leaf_count=60 57 60 75 60 55 73 57 54 52 457 658 81 60 69 351 78 54 75 58 53 100 63 71 55 53
internal_value=0 0.00934576 0.00963762 0.00131255 0.00931481 0.00322314 0.00694899 0.00504659 0.00386886 0.00537991 0.0107391 -0.000371463 -0.00397675 0.015933 0.00992452 0.0113987 0.0109969 0.0189745 0.0097574 0.0105779 0.00765811 0.00644751 0.00920858 0.0128982 0.0059508
internal_weight=0 2550 2490 389 2415 332 908 618 564 509 1507 214 141 204 1303 789 290 144 118 711 514 414 233 109 124
internal_count=2939 2550 2490 389 2415 332 908 618 564 509 1507 214 141 204 1303 789 290 144 118 711 514 414 233 109 124
is_linear=0
shrinkage=0.16829


Tree=5735
num_leaves=18
num_cat=0
split_feature=4 160 15 4 4 1455 151 11 2 1429 15 43 15 42 160 15 4
split_gain=0.299899 0.286873 0.326358 0.244712 0.234129 0.230292 0.230162 0.240437 0.248918 0.233913 0.476093 0.239622 0.214868 0.206168 0.161875 0.13362 0.123596
threshold=0.25367000000000006 0.11262000000000001 0.12625000000000003 0.41823000000000005 0.51395000000000002 0.10548500000000001 -0.092609999999999984 1.0000000180025095e-35 0.097005000000000022 0.084690000000000015 -0.0078249999999999986 -0.15450999999999995 -0.43091499999999999 0.08511500000000001 -0.081594999999999987 -0.54528999999999994 0.31392000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 16 12 6 14 9 -9 11 -11 -8 -5 -3 -1 -6 -2
right_child=3 13 -4 4 15 -7 7 8 -10 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0074295504790227338 0.0029803806488011672 -0.0061951376022329717 0.018597422026178267 0.018330054948274697 0.006434922708890187 0.018645640005017377 0.014493259285301896 0.020032517809777647 0.006570840404880143 0.0074222119037279212 -0.012645552792272237 0.0067564739317420956 0.0048280963446528102 0.006386005042706094 0.019293198280762501 -0.0055140531311492023 -0.0059739931372148553
leaf_weight=56 82 67 85 63 54 56 122 82 75 94 52 1696 72 82 80 52 93
leaf_count=56 82 67 85 63 54 56 122 82 75 94 52 1696 72 82 80 52 93
internal_value=0 0.00789492 0.00834019 0.00301389 0.00649364 0.00796247 0.00769661 0.00726457 0.0136132 0.00675615 0.000262483 0.00727665 0.0111423 0.000716655 0.0144214 0.000556212 -0.00176796
internal_weight=0 2547 2398 416 241 2313 2257 2121 157 1964 146 1818 135 149 136 106 175
internal_count=2963 2547 2398 416 241 2313 2257 2121 157 1964 146 1818 135 149 136 106 175
is_linear=0
shrinkage=0.16829


Tree=5736
num_leaves=26
num_cat=0
split_feature=4 123 48 4 14 49 43 49 14 4 4 16 4 15 159 133 48 48 16 43 50 4 4 15 4
split_gain=20.7529 6.13896 1.99145 1.66876 1.486 0.895449 1.53345 1.02343 0.784883 0.67366 0.672993 0.58738 0.519251 1.95749 0.494079 0.490812 0.415307 0.408349 0.312853 0.24738 0.241908 0.219977 0.158373 0.101483 0.0558779
threshold=0.31392000000000003 0.080635000000000012 0.12879500000000002 -0.076329999999999995 -0.45687499999999998 -0.021474999999999998 -0.015924999999999998 -0.082254999999999981 0.073890000000000011 0.043640000000000005 -0.017399999999999995 -0.54150999999999994 -0.4950449999999999 0.025430000000000005 1.0000000180025095e-35 -0.010024999999999997 0.087645000000000015 0.090730000000000019 -0.055004999999999991 -0.073079999999999992 -0.44847999999999993 -0.5109999999999999 -0.008114999999999999 -0.41725999999999991 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 2 2 2 2
left_child=1 2 3 8 -2 6 22 -8 12 10 14 -6 21 -14 -7 -15 -3 -12 24 -13 -20 -1 -5 -21 -11
right_child=4 16 -4 5 11 9 7 -9 -10 18 17 19 13 15 -16 -17 -18 -19 20 23 -22 -23 -24 -25 -26
leaf_value=0.0017460647586959343 0.0011340724606580875 0.0010919981877562926 0.0010133853423271047 0.0014807528090304437 0.00083850619282834881 0.0015736317527984512 0.001408439303752395 0.00076610799338150816 0.0020783490873519835 0.0016194998408076793 0.0017611055265095406 0.00033037914920134367 0.0011977444772794177 0.0018267732361354236 0.0012304681652839232 0.0016474087297494698 0.00075050921808091412 0.0015260840379146274 0.0014781044115542747 0.00066467395506503873 0.0011698433336424174 0.0020374473418605342 0.001724755404786677 0.00047358740397986283 0.0014843942232599622
leaf_weight=55 66 84 61 58 71 386 52 57 65 62 389 71 86 306 53 382 74 105 52 67 64 65 66 59 107
leaf_count=55 66 84 61 58 71 386 52 57 65 62 389 71 86 306 53 382 74 105 52 67 64 65 66 59 107
internal_value=0 0.00156341 0.00160375 0.00161868 0.000689986 0.00154785 0.00135936 0.00107286 0.0017258 0.00158388 0.00162706 0.00058049 0.00170013 0.00166845 0.00153228 0.00172724 0.000932283 0.00171122 0.00144237 0.000487321 0.00130833 0.00190419 0.00161091 0.000575477 0.00153417
internal_weight=0 2629 2471 2410 334 1451 233 109 959 1218 933 268 894 774 439 688 158 494 285 197 116 120 124 126 169
internal_count=2963 2629 2471 2410 334 1451 233 109 959 1218 933 268 894 774 439 688 158 494 285 197 116 120 124 126 169
is_linear=0
shrinkage=0.0032998


Tree=5737
num_leaves=29
num_cat=0
split_feature=1 52 123 47 12 1 49 1 52 1 1 1 156 12 49 52 50 1 52 49 156 47 151 12 12 13 12 13
split_gain=21.9008 3.61332 1.90178 1.77878 0.86266 0.914352 1.97776 0.776116 0.704025 0.574024 0.462269 0.634963 0.460777 0.42593 0.372735 0.271115 0.447485 0.453474 0.2653 0.252843 0.24201 0.237007 0.24202 0.113009 0.143123 0.0939395 0.0829569 0.0375189
threshold=0.10684 -0.24841999999999997 0.080635000000000012 1.0000000180025095e-35 0.096990000000000007 0.087055000000000007 -0.025549999999999996 0.14920500000000003 0.12432000000000001 0.12381000000000002 1.0000000180025095e-35 0.080320000000000016 0.089695000000000011 -0.073629999999999987 -1.0000000180025095e-35 -0.34918499999999997 0.089430000000000023 0.095920000000000019 -1.0000000180025095e-35 0.10470500000000001 0.090225000000000014 0.091210000000000013 -0.08317999999999999 0.11697000000000002 0.10859000000000001 -0.068484999999999976 0.098595000000000016 -0.0023899999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 7 5 10 -7 8 12 -5 20 -12 13 -3 -15 -8 17 -17 -13 23 21 22 -1 24 26 -18 -6 -28
right_child=1 3 -4 9 19 6 15 -9 -10 -11 11 18 -14 14 -16 16 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29
leaf_value=0.0015237938368267588 0.0013103838406573704 0.00013658291119510196 0.00084762352547650079 0.0010031286088649784 0.0012994871476483883 0.00075814671548628547 0.0015147519108685964 2.580512042580521e-05 0.00077749360046796688 0.0005699826214456248 0.0018246552750103538 0.0012368943931563303 0.00065718861111383105 0.00061258850114970882 0.00027678888811548608 0.0012701451088762855 0.001524078622727604 0.00091455452810681266 0.0015320138344132558 0.00097498343682253887 0.0011485872451041969 0.0011501117422493461 0.0013622532350812237 0.0010743323555167535 0.0013678572674174047 0.0013426065255719188 0.0012118251939598913 0.0010954619567676411
leaf_weight=118 67 90 102 80 59 85 63 56 58 58 58 58 53 65 82 150 60 54 84 63 59 53 930 62 70 79 64 83
leaf_count=118 67 90 102 80 59 85 63 56 58 58 58 58 53 65 82 150 60 54 84 63 59 53 930 62 70 79 64 83
internal_value=0 0.000587135 0.00128931 0.000497664 0.0013093 0.00133949 0.00121684 0.000387016 0.00044504 0.000821337 0.00138375 0.00153165 0.000378428 0.00031594 0.000425511 0.00131278 0.00127558 0.00117619 0.00141172 0.00116985 0.00135822 0.00136942 0.00138048 0.00120606 0.00123553 0.00142119 0.00119039 0.00114636
internal_weight=0 609 2354 542 2252 1851 491 404 348 138 1360 200 290 237 147 406 343 204 142 401 1160 1101 1048 338 276 139 206 147
internal_count=2963 609 2354 542 2252 1851 491 404 348 138 1360 200 290 237 147 406 343 204 142 401 1160 1101 1048 338 276 139 206 147
is_linear=0
shrinkage=0.0032998


Tree=5738
num_leaves=22
num_cat=0
split_feature=1 3 4 4 123 10 4 4 16 1 52 13 3 3 52 1 16 1 42 52 156
split_gain=15.9119 1.75864 1.56347 0.982311 0.96896 0.900553 0.909757 0.42546 0.866761 0.633928 0.47716 0.355353 0.352946 0.530796 0.335858 0.321356 0.313646 0.213462 0.0891699 0.0866269 0.0672394
threshold=0.10921500000000002 -0.060719999999999989 0.31392000000000003 0.41552000000000006 0.080635000000000012 -1.0000000180025095e-35 0.27020000000000005 -0.4950449999999999 0.054560000000000004 0.10123500000000001 -0.45635499999999996 -0.071104999999999988 0.088880000000000015 -0.021559999999999996 -0.069499999999999992 0.12646500000000002 -0.04040499999999999 0.09518500000000002 0.085915000000000005 -0.12005499999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 7 -3 16 20 9 12 18 -12 13 -9 -2 -8 -7 -6 -10 -13 -1
right_child=1 5 -4 -5 17 6 15 8 10 -11 11 19 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0013802773647457061 0.001258016956084842 0.0001869642656740259 0.00072263278665887212 0.00052240722094672306 0.0010938129109136704 0.00096247952718820707 0.00060081916702296582 0.0012899107819187856 0.0013236427585569129 0.00094237258247510875 0.0011482720748958004 0.00095895699886519494 0.0010539618545091186 0.0015421944054408588 0.00089794702155673205 0.00029889042381638027 0.00062870042825784959 0.00079340623303290349 0.0011534383107301169 0.0007642670720412844 0.0015530347092388886
leaf_weight=57 53 85 63 54 52 59 62 1573 79 58 90 54 65 98 63 103 66 54 68 52 55
leaf_count=57 53 85 63 54 52 59 62 1573 79 58 90 54 65 98 63 103 66 54 68 52 55
internal_value=0 0.000612681 0.00123697 0.00089133 0.00125072 0.000486266 0.000573871 0.00126529 0.00125479 0.00128397 0.00110208 0.000994594 0.00129536 0.00130473 0.00106277 0.000412556 0.000786526 0.000941108 0.00124515 0.000863781 0.00146543
internal_weight=0 545 2418 170 2355 375 290 2249 2137 1794 343 196 1736 1671 116 165 125 106 147 106 112
internal_count=2963 545 2418 170 2355 375 290 2249 2137 1794 343 196 1736 1671 116 165 125 106 147 106 112
is_linear=0
shrinkage=0.0032998


Tree=5739
num_leaves=23
num_cat=0
split_feature=15 3 2 0 124 2 2 3 43 15 11 0 15 403 52 13 0 13 2 13 2 15
split_gain=16.2357 7.5927 3.75195 2.44471 2.10154 1.09027 0.919406 0.918536 0.759223 0.690303 1.14607 0.858709 1.53167 0.825406 0.352063 0.324825 0.38031 0.351677 0.242689 0.235364 0.122094 0.0881763
threshold=-0.26361999999999991 0.25089000000000006 0.10803500000000001 -0.084114999999999981 -0.048219999999999992 0.086275000000000004 0.13388500000000003 0.31966500000000003 -0.0068849999999999996 0.039965000000000007 1.0000000180025095e-35 -0.10726999999999999 -0.095814999999999997 -0.082739999999999994 -0.55901999999999985 -0.052124999999999998 -0.081864999999999979 -0.070154999999999981 0.11693000000000002 0.001665 0.090990000000000015 -0.044884999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 18 5 -2 19 8 -1 11 15 12 -6 -13 -15 17 -17 -11 -4 21 -14 -5
right_child=1 -3 3 6 9 -7 -8 -9 -10 10 -12 13 20 14 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=7.2468815708847969e-06 0.00033419354884466952 2.5258739933531788e-05 0.00051640533461639259 0.0010509178007313694 0.0011561915126438913 0.00096714108902858553 0.00061910096086365116 -0.000286675560793779 0.00043245353424926393 0.0011141295161467685 0.0016466094803466989 0.0006903172713015643 0.00069284127443646436 0.001382286703630491 0.00109922417597252 0.0013037887393215219 0.0011182323098911111 0.00084408460076906171 0.00023918136862017205 0.00089685172692321492 0.00046649342238492891 0.0012403394011899298
leaf_weight=98 59 85 71 64 96 60 79 53 86 393 52 53 54 52 800 221 276 62 68 75 53 53
leaf_count=98 59 85 71 64 96 60 79 53 86 393 52 53 54 52 800 221 276 62 68 75 53 53
internal_value=0 0.000996411 0.00102765 0.000737256 0.00108101 0.000653623 0.000919835 9.58118e-05 0.000206176 0.00110507 0.00116805 0.00104797 0.000853214 0.00109162 0.00111654 0.00114187 0.00120081 0.00107741 0.000381038 0.00104339 0.000581054 0.00113703
internal_weight=0 2726 2641 410 2231 119 271 237 184 2112 1004 1108 203 905 852 952 497 455 139 192 107 117
internal_count=2963 2726 2641 410 2231 119 271 237 184 2112 1004 1108 203 905 852 952 497 455 139 192 107 117
is_linear=0
shrinkage=0.0032998


Tree=5740
num_leaves=23
num_cat=0
split_feature=4 3 123 2 2 2 4 3 3 124 4 52 52 403 51 2 52 4 1446 2 3 43
split_gain=39.1542 14.2165 10.243 4.33103 1.99843 1.68548 1.36429 2.82305 1.20367 1.1496 0.949978 0.920231 1.07417 0.502217 0.720894 0.450973 0.392618 0.356435 0.415135 0.348256 0.307436 0.18727
threshold=0.31392000000000003 0.28833000000000003 1.0000000180025095e-35 0.098655000000000007 0.13881000000000002 0.14132000000000003 -0.082274999999999987 0.085090000000000013 -0.079774999999999985 -0.084389999999999979 -0.060239999999999995 0.042815000000000006 -0.23047999999999999 0.074235000000000009 0.046060000000000011 0.10773000000000001 -0.092084999999999986 0.0060300000000000015 0.037915000000000011 0.076510000000000009 -0.095259999999999997 -0.037954999999999996
decision_type=2 2 2 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 10 13 17 -2 -4 20 12 -12 14 16 -10 -1 18 -8 -19 -5 -13
right_child=4 -3 9 5 -6 -7 7 -9 15 -11 11 21 -14 -15 -16 -17 -18 19 -20 -21 -22 -23
leaf_value=0.0019803918374710597 0.00071133779150048845 -0.00014503566988156833 0.00031906718630001364 0.0013765469135426072 -0.00021802590859886807 0.00075123127494171533 0.0015849783339666346 0.00095480288492437546 3.3470935952326103e-05 0.00091837423678152149 0.0013432001083972503 0.0015767338294670058 0.00080680495646695907 0.001493918985633687 0.0020998267278195884 0.0003942504832727048 0.0016830036874471283 0.0013277023355850665 0.0017936257521095637 0.0015926158857474536 0.0016575922197607494 0.0012961498391197805
leaf_weight=59 76 60 72 86 86 63 1008 83 81 68 75 57 90 76 69 71 316 111 119 111 89 52
leaf_count=59 76 60 72 86 86 63 1008 83 81 68 75 57 90 76 69 71 316 111 119 111 89 52
internal_value=0 0.00144247 0.00147907 0.00152841 0.000210349 0.00125796 0.00159933 0.00154654 0.000372084 0.000610411 0.00132898 0.00120705 0.00105083 0.00174462 0.00178746 0.000202225 0.00172989 0.00158292 0.00160704 0.00146032 0.00151968 0.0014432
internal_weight=0 2664 2604 2464 314 512 1952 1432 228 140 449 274 165 520 444 152 375 1349 1127 222 175 109
internal_count=2978 2664 2604 2464 314 512 1952 1432 228 140 449 274 165 520 444 152 375 1349 1127 222 175 109
is_linear=0
shrinkage=0.0032998


Tree=5741
num_leaves=30
num_cat=0
split_feature=3 3 43 2 43 2 3 12 133 150 2 2 12 15 150 3 157 43 2 43 484 12 484 3 3 43 2 3 2
split_gain=21.4219 6.97721 6.37437 3.77582 3.19854 3.18348 1.29576 0.807239 0.775399 0.738178 1.06582 0.767309 0.55887 0.435489 1.0781 0.565807 0.457098 0.433555 0.399605 0.334427 0.320218 0.301026 0.270226 0.419353 0.391717 0.28049 0.259442 0.225096 0.154133
threshold=-0.059315 0.3148450000000001 -0.033049999999999989 0.11543500000000002 -0.23538999999999996 0.10928500000000001 -0.11211999999999998 0.10383500000000001 0.09142500000000002 0.085425000000000015 0.072175000000000017 0.088005000000000014 -0.088999999999999982 -0.035654999999999992 0.083205000000000015 -0.082354999999999984 -0.087084999999999982 -0.23933499999999996 0.13554000000000002 -0.084059999999999982 -0.020824999999999996 0.088295000000000012 0.062285000000000007 -0.087169999999999984 -0.15327499999999997 0.065040000000000014 0.096080000000000013 -0.070724999999999996 0.084855000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 -2 9 -5 13 12 10 -4 -12 -6 14 15 19 -15 -9 -7 21 -17 -1 24 -24 -18 -26 -13 -19 -22
right_child=1 -3 5 6 8 18 -8 17 -10 -11 11 26 -14 16 -16 20 22 27 -20 -21 28 -23 23 -25 25 -27 -28 -29 -30
leaf_value=0.0019394927874248913 0.0015267681424594756 0.0002320185943728819 0.0012893915027301179 0.00085994858544939212 0.00071701262260153646 0.0011630827927560821 0.0014734359032063334 0.0017884177240580449 0.000971494263224848 0.0012711022606783581 0.0021364891353333301 0.0014956566598884396 0.00034061802315234446 0.0020998348649862095 0.0012484763405676213 0.0018204835217940458 0.0020089015458541826 0.00127930852807492 0.00079817278974015401 0.0020520984915370364 0.001461980907782033 0.0015845310196341289 0.0014177612540844438 0.0018008162820708131 0.0018074538408376776 0.0016381325588117935 0.0017946048640549112 0.0015662328473031427 0.0016511968776600867
leaf_weight=54 54 93 54 66 84 92 88 52 56 53 58 53 89 55 55 86 97 61 52 77 82 54 54 78 876 127 87 63 128
leaf_count=54 54 93 54 66 84 92 88 52 56 53 58 53 89 55 55 86 97 61 52 77 82 54 54 78 876 127 87 63 128
internal_value=0 0.00108385 0.00119203 0.00170936 0.000803883 0.0014366 0.00121074 0.00174775 0.000633267 0.00162772 0.00170258 0.00181509 0.00052358 0.00176848 0.0016884 0.00173863 0.00180181 0.00153283 0.00103155 0.00188313 0.0016482 0.00176234 0.00178847 0.00164438 0.00180573 0.00178605 0.00168168 0.00142537 0.00157748
internal_weight=0 825 732 2153 283 449 154 1999 229 305 252 198 173 1823 536 481 1287 176 144 185 296 108 1232 132 1100 1003 140 124 210
internal_count=2978 825 732 2153 283 449 154 1999 229 305 252 198 173 1823 536 481 1287 176 144 185 296 108 1232 132 1100 1003 140 124 210
is_linear=0
shrinkage=0.0032998


Tree=5742
num_leaves=16
num_cat=0
split_feature=2 457 15 0 457 13 9 41 2 151 15 0 2 13 42
split_gain=0.732575 0.482754 0.464939 0.334213 0.479099 0.294102 0.43158 0.341345 0.256112 0.241501 0.238749 0.175275 0.187772 0.124177 0.108557
threshold=0.12026500000000001 0.041935000000000007 -0.42075999999999997 -0.14104999999999998 0.085130000000000025 -0.17030499999999998 1.0000000180025095e-35 0.081670000000000006 0.084605000000000014 -0.00047999999999999996 -0.033234999999999994 -0.084114999999999981 0.16002500000000003 -0.087809999999999985 0.10001500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -4 7 8 9 -7 -10 13 14 -2 -13
right_child=11 3 5 4 -6 6 -8 -9 10 -11 -12 12 -14 -15 -16
leaf_value=-4.2932237449655019e-05 0.002559442582961805 -0.0050660113642902573 0.0014643237546868033 -0.0037747411937248737 0.015643996242041443 0.0210885174884228 0.025758497971304802 -0.000287529769167968 0.011118333013202961 0.0092659082350514087 0.01570508152549074 0.012439763738432507 -0.0021558715306296515 -0.0085377107246064291 0.0033883583245856394
leaf_weight=88 63 78 68 57 97 53 70 59 514 685 875 93 62 52 64
leaf_count=88 63 78 68 57 97 53 70 59 514 685 875 93 62 52 64
internal_value=0 0.0112384 0.011944 0.00389468 0.00844488 0.0123987 0.0127275 0.0123093 0.0126596 0.0101174 0.014009 0.00286639 0.00566251 -0.00244278 0.00876146
internal_weight=0 2644 2412 232 154 2324 2256 2186 2127 738 1389 334 219 115 157
internal_count=2978 2644 2412 232 154 2324 2256 2186 2127 738 1389 334 219 115 157
is_linear=0
shrinkage=0.16829


Tree=5743
num_leaves=17
num_cat=0
split_feature=3 2 9 0 155 155 0 151 49 49 160 150 1444 160 3 2
split_gain=0.611759 0.334661 0.261982 0.208169 0.175393 0.270627 0.210677 0.293435 0.316467 0.253758 0.235648 0.275911 0.205482 0.146984 0.115191 0.0804026
threshold=0.31966500000000003 0.12026500000000001 -1.0000000180025095e-35 -0.084114999999999981 0.082265000000000019 0.10389500000000002 -0.13619499999999998 0.015440000000000001 -0.080539999999999987 0.089215000000000017 -0.061914999999999991 0.083205000000000015 -0.078609999999999985 -0.0033249999999999994 -0.082824999999999982 0.14808000000000002
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 9 8 -8 10 -4 -12 -10 -5 -7 -15
right_child=-2 3 4 13 5 14 7 -9 12 -11 11 -13 -14 15 -16 -17
leaf_value=-1.124105090268994e-05 -0.0054917753081622535 -0.0038698502336031574 -0.0066520664584538451 -0.00061814466394304014 0.022951202431871522 0.014952647973807843 -0.00043618517734446568 0.02123087198595976 -3.9067965171318604e-05 0.015898233135524388 0.011612317540957632 -0.0010796814092301388 0.010460281547975838 0.0060295386620614665 0.0044209222123896899 0.014347765794907574
leaf_weight=78 85 79 55 60 72 61 83 65 54 53 106 89 1840 85 58 55
leaf_count=78 85 79 55 60 72 61 83 65 54 53 106 89 1840 85 58 55
internal_value=0 0.00898062 0.00957234 0.00343023 0.00986781 0.0147885 0.00946626 0.0100817 0.00971422 0.00531274 0.00306143 0.00581035 0.01016 0.00632275 0.00983464 0.00931025
internal_weight=0 2893 2614 279 2536 191 2345 2042 1977 303 250 195 1894 200 119 140
internal_count=2978 2893 2614 279 2536 191 2345 2042 1977 303 250 195 1894 200 119 140
is_linear=0
shrinkage=0.16829


Tree=5744
num_leaves=22
num_cat=0
split_feature=3 51 1 133 49 13 484 13 1 133 2 133 11 3 3 52 484 3 156 51 156
split_gain=0.423339 0.310032 0.332754 0.298079 0.271291 0.368235 0.279249 0.244438 0.556567 0.274088 0.251613 0.243258 0.237469 0.179062 0.234721 0.148704 0.180769 0.171105 0.125214 0.28947 0.156926
threshold=0.31966500000000003 -0.099544999999999981 0.091395000000000018 0.093675000000000022 -0.078789999999999985 -0.0073899999999999999 0.057010000000000005 -0.085064999999999988 0.11206000000000001 0.084675000000000014 0.11693000000000002 0.40304500000000004 0.078340000000000007 0.086845000000000019 -0.010724999999999998 1.0000000180025095e-35 0.085845000000000019 -0.09738999999999999 0.083125000000000018 -0.41109999999999997 0.096220000000000014
decision_type=2 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 18 5 -4 7 8 -6 10 -9 -11 13 14 15 16 -3 -17 19 -1 -20
right_child=-2 2 4 -5 6 -7 -8 9 -10 11 -12 -13 -14 -15 -16 17 -18 -19 20 -21 -22
leaf_value=0.018553698928913315 -0.004567565237248071 0.0057437958611966022 0.0057149584289384473 0.00096473110711095794 -0.013398072623043364 -0.013325775772132778 -0.0037971448484247451 0.013108229912091587 0.0091969329200326973 -0.0065183390839390499 0.0026876547466123811 0.0088901221560470835 -0.0020610180450965571 0.0006671937882563061 0.018990741965936451 0.017386020225317322 0.013315256367297868 0.00925088835212819 0.024859061990064379 0.0013589553120633398 0.013533666099595217
leaf_weight=60 85 654 59 53 52 56 84 273 76 58 87 58 62 79 63 82 104 735 59 52 87
leaf_count=60 85 654 59 53 52 56 84 273 76 58 87 58 62 79 63 82 104 735 59 52 87
internal_value=0 0.00746938 0.0068632 0.0124962 0.00401517 -0.00354143 0.00528088 0.00654636 3.67589e-06 0.00830196 0.0105949 0.0011704 0.00814773 0.00851741 0.00889493 0.00848995 0.00678499 0.0100696 0.0148581 0.0105865 0.0181227
internal_weight=0 2893 2582 311 803 115 688 604 128 476 360 116 1779 1717 1638 1575 758 817 258 112 146
internal_count=2978 2893 2582 311 803 115 688 604 128 476 360 116 1779 1717 1638 1575 758 817 258 112 146
is_linear=0
shrinkage=0.16829


Tree=5745
num_leaves=29
num_cat=0
split_feature=3 15 133 11 15 4 4 3 4 12 13 3 52 12 133 11 12 4 52 159 1213 2 151 15 52 132 1213 52
split_gain=0.416596 0.293668 0.324062 0.317479 0.268418 1.05609 1.14659 0.403067 0.252643 0.217828 0.215899 0.306387 0.248986 0.235092 0.208121 0.190146 0.176484 0.167445 0.146265 0.230938 0.129506 0.109085 0.103717 0.213301 0.096076 0.095177 0.116036 0.09426
threshold=0.25089000000000006 1.0000000180025095e-35 0.083645000000000011 0.07677500000000001 -0.0073449999999999991 -0.42305999999999994 -0.018664999999999998 -0.15041499999999997 -0.10701499999999999 0.083815000000000014 -0.086874999999999994 -0.016294999999999994 -0.14709999999999998 0.084235000000000018 0.099765000000000006 0.085990000000000011 -0.038859999999999992 -0.012014999999999998 0.093130000000000004 -0.039509999999999997 0.036805000000000011 0.087635000000000005 0.0031850000000000003 -0.41343999999999997 0.076585000000000014 -0.085699999999999985 -0.0016399999999999997 -0.45635499999999996
decision_type=2 2 2 2 2 2 2 2 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 7 15 -7 -1 -3 -10 13 12 27 -4 25 -6 -2 -14 22 -20 24 -19 23 -9 -16 -11 -27 -12
right_child=16 3 10 -5 5 6 -8 18 9 14 11 -13 17 -15 20 -17 -18 21 19 -21 -22 -23 -24 -25 -26 26 -28 -29
leaf_value=-0.0071476245203679735 0.0027830729690683713 -0.0012033540641369249 0.021838089958237179 0.021873096362731846 0.015981456202272547 -0.029866470066146445 0.0048120925611008164 -0.005498087202782654 0.017420338884137763 0.0035208202852505866 0.006832209756340797 -0.0038256753962902517 0.020195920287465047 0.0079852761669127817 0.010454171075306494 0.0023553302149553535 -0.0091877823116165904 0.015946553158392791 0.0048824523339960008 0.017888930038747489 -0.0022420999843430589 0.0073250632830979866 0.012537776414707658 0.0056705161828737062 0.0030893284215085656 0.0081265771475823746 0.012854036427550598 -0.0028926797296780155
leaf_weight=67 85 69 68 54 65 56 52 53 86 57 60 62 53 72 96 53 59 57 82 74 61 160 52 544 107 267 336 53
leaf_count=67 85 69 68 54 65 56 52 53 86 57 60 62 53 72 96 53 59 57 82 74 61 160 52 544 107 267 336 53
internal_value=0 0.00716167 0.00574878 0.00925885 0.00404126 -0.00112069 -0.0131527 0.00538116 0.00862589 0.00929917 0.00895059 0.00712938 0.00890747 0.0147266 0.00854136 0.00987647 -0.00210918 0.011685 0.00642616 0.0110637 0.00453557 0.00959797 0.00530867 0.00467599 0.00658106 0.010141 0.0107638 0.00225508
internal_weight=0 2816 1683 1133 1098 226 108 872 1079 1010 585 445 383 140 924 118 144 270 805 156 264 217 649 597 203 660 603 113
internal_count=2960 2816 1683 1133 1098 226 108 872 1079 1010 585 445 383 140 924 118 144 270 805 156 264 217 649 597 203 660 603 113
is_linear=0
shrinkage=0.16829


Tree=5746
num_leaves=17
num_cat=0
split_feature=10 1 50 3 14 1375 157 2 0 474 2 1 3 3 1 1446
split_gain=0.411459 0.25101 0.202583 0.183177 0.140831 0.170255 0.216183 0.294795 0.241535 0.3389 0.210273 0.217113 0.157121 0.22392 0.13946 0.108713
threshold=-0.00189 0.10956 0.12170000000000002 -0.059315 0.073890000000000011 -0.15308499999999997 -0.06482499999999998 0.085955000000000018 -0.032274999999999991 0.085475000000000009 0.085155000000000022 0.12220000000000002 -0.07798999999999999 -0.072649999999999978 0.099765000000000006 0.085950000000000013
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 -2 7 -7 9 -9 11 15 14 -14 -12 -8
right_child=2 -3 3 -5 -6 6 10 8 -10 -11 12 -13 13 -15 -16 -17
leaf_value=-0.01119657769422073 0.015296089362867919 0.0024919319739324084 0.0049534829968076012 -0.0068509459267430224 0.013245063382622846 -0.0071358932796856808 0.0090757405174410159 -0.0076948540746599146 0.014926542009855156 0.0074530037518596472 0.0044999049649362298 0.00041250896798326241 0.013933299864401812 0.0057679992642362937 -0.0026464158733229821 0.016907090753817654
leaf_weight=61 57 100 91 63 83 78 660 66 52 114 676 80 117 520 87 55
leaf_count=61 57 100 91 63 83 78 660 66 52 114 676 80 117 520 87 55
internal_value=0 -0.00268324 0.00605811 0.000112732 0.00640359 0.00618125 0.00597313 0.00180505 0.0048188 0.00188881 0.00656097 0.00875028 0.00531646 0.00727057 0.0036827 0.00968066
internal_weight=0 161 2799 154 2645 2562 2505 310 232 180 2195 795 1400 637 763 715
internal_count=2960 161 2799 154 2645 2562 2505 310 232 180 2195 795 1400 637 763 715
is_linear=0
shrinkage=0.16829


Tree=5747
num_leaves=21
num_cat=0
split_feature=10 42 47 43 4 3 399 1213 400 4 3 51 2 2 2 39 9 3 3 3
split_gain=0.284627 0.337498 0.165257 0.183187 0.231642 0.282711 0.162549 0.181419 0.215454 0.154043 0.14462 0.144217 0.148561 0.303986 0.135358 0.12625 0.0987956 0.067442 0.168766 0.0336881
threshold=-0.00189 0.084360000000000004 0.11224000000000002 -0.0094449999999999968 -0.22295999999999996 -0.095789999999999986 0.086865000000000012 -0.084984999999999991 -0.0080949999999999998 -0.16236499999999995 -0.078584999999999988 -0.069944999999999993 0.13751000000000005 0.11719 0.088375000000000023 0.088090000000000016 -1.0000000180025095e-35 -0.24149499999999999 0.096440000000000012 -0.022704999999999996
decision_type=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 6 17 14 7 -2 -9 -10 -4 -7 13 -13 -6 -11 -1 -5 -19 -12
right_child=2 -3 10 4 5 11 -8 8 9 15 19 12 -14 -15 -16 -17 -18 18 -20 -21
leaf_value=-0.0027095564562754997 0.015107765365722373 0.0083053054146389523 -0.0074781316757062616 0.0048301906952753128 0.0010332043790092674 -0.0022362552114022971 0.015532727623796871 -0.0043523739522090491 -0.0022369769813457467 0.0061843461970346649 0.0063429017898564812 0.0042572888744688217 -0.0040840038016740259 0.017495897565545225 -0.010553170139262954 0.012501615639660834 -0.013086314298911859 0.019053973022948763 0.0056791866623755322 0.0004614439783879739
leaf_weight=53 63 56 52 55 54 98 56 56 57 1133 53 692 52 53 60 98 52 52 56 59
leaf_count=53 63 56 52 55 54 98 56 56 57 1133 53 692 52 53 60 98 52 52 56 59
internal_value=0 -0.0022298 0.00503924 0.00536186 0.00379053 0.00283708 0.00661941 0.00626338 0.00584746 0.00629233 -0.000133358 0.00384359 0.00459342 0.00520151 -0.00504913 0.00668872 -0.00786563 0.00968156 0.0121355 0.00326067
internal_weight=0 161 2799 2635 1172 1009 1463 1407 1344 1288 164 895 797 745 114 1231 105 163 108 112
internal_count=2960 161 2799 2635 1172 1009 1463 1407 1344 1288 164 895 797 745 114 1231 105 163 108 112
is_linear=0
shrinkage=0.16829


Tree=5748
num_leaves=25
num_cat=0
split_feature=4 3 0 52 43 4 3 4 0 0 4 4 52 3 12 12 0 15 0 4 0 16 0 52
split_gain=7.06946 2.85033 1.48718 1.41177 0.691586 1.12433 0.646471 0.635401 0.814861 1.1053 1.60573 0.329522 0.326708 0.308955 0.301038 0.280676 0.277623 0.260721 0.547828 0.433077 0.20338 0.202273 0.190176 0.163697
threshold=0.31392000000000003 0.28833000000000003 -0.063509999999999983 -0.4387299999999999 -0.076364999999999988 -0.37626499999999991 -0.062324999999999998 -0.111135 -0.10934999999999999 -0.15445999999999996 -0.0029949999999999998 0.022635000000000006 -0.031059999999999997 0.088880000000000015 0.096535000000000024 0.083815000000000014 -0.097774999999999987 -0.41956999999999994 -0.10147999999999999 0.51326500000000019 -0.089704999999999993 -0.49353499999999995 -0.069074999999999984 -0.55901999999999985
decision_type=2 2 2 2 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 23 12 -6 -7 -1 9 13 -11 16 -5 -9 20 -12 -10 19 -19 -2 -13 -21 -18 -4
right_child=17 -3 3 4 5 6 -8 8 11 10 15 14 -14 -15 -16 -17 22 18 -20 21 -22 -23 -24 -25
leaf_value=0.0013534407801083382 0.00077031986694161257 0.0003203597411622456 0.0012617774012773659 0.00039772666664311158 0.0011727317305902868 0.0008668270053510032 0.00038719555112502632 0.0013222151184879346 0.0013160213488339549 0.00026965585151817422 0.00075136001586255093 0.00089546500528824501 0.00073806003914604753 0.00097811760368722339 0.00073971119748772311 0.0010636471465775711 0.0010805008075747472 0.0005273825896727753 0.00010989631563640717 0.00057026859967246281 0.0011466160082839367 0.00027862579654390474 0.00089989487039986995 0.0010175729618845575
leaf_weight=72 65 67 61 77 73 70 55 52 54 59 57 73 52 66 60 73 1419 89 56 53 72 52 69 64
leaf_count=72 65 67 61 77 73 70 55 52 54 59 57 73 52 66 60 73 1419 89 56 53 72 52 69 64
internal_value=0 0.000993063 0.00101053 0.000838256 0.000723939 0.000846735 0.000656071 0.00104714 0.00103639 0.000878942 0.000721978 0.00106404 0.000535188 0.00113005 0.000938431 0.000926992 0.00108071 0.000469891 0.000366389 0.000557965 0.00102042 0.000426171 0.00107215 0.00113703
internal_weight=0 2645 2578 452 327 198 125 2126 2054 307 189 1747 129 118 205 130 1542 315 145 170 145 105 1488 125
internal_count=2960 2645 2578 452 327 198 125 2126 2054 307 189 1747 129 118 205 130 1542 315 145 170 145 105 1488 125
is_linear=0
shrinkage=0.0032998


Tree=5749
num_leaves=20
num_cat=0
split_feature=150 49 0 0 16 52 131 42 475 0 15 39 155 1 2 159 0 16 157
split_gain=0.230992 0.348104 0.184778 0.225463 0.193896 0.264585 0.216719 0.256044 0.202903 0.32658 0.152052 0.224792 0.119974 0.18172 0.308425 0.16874 0.0885841 0.105104 0.0834468
threshold=0.10808000000000002 -0.04695499999999999 -0.070134999999999989 -0.072849999999999984 -0.14239499999999997 -0.45635499999999996 0.090375000000000025 0.087325000000000014 -0.008964999999999999 -0.029849999999999998 -0.45371999999999996 0.086935000000000012 0.083985000000000018 0.098395000000000024 0.11978500000000002 0.085345000000000018 -0.046614999999999997 -0.062279999999999995 -0.0089949999999999978
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 10 -4 18 7 8 -7 -10 -1 12 13 15 -15 -12 17 -9 -6
right_child=1 -3 4 -5 5 6 -8 16 9 -11 11 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.0018693168827647257 -0.00829002255003259 0.0078310830292211663 0.010044830788750757 0.014213042334732083 0.0031442538548268717 0.0025940641434252505 0.0079608466744989434 -0.0048638552469350499 -0.00060531897149292157 -0.015114282541387119 0.0049899152093135892 0.013823459272649571 0.01293218600740869 -0.0037301821528036333 0.010545273677444908 0.010462572345429126 0.0088444437014321628 0.0055885940232401491 0.011601511964788432
leaf_weight=79 93 64 86 85 58 66 75 53 83 94 1397 91 56 150 60 181 54 56 79
leaf_count=79 93 64 86 85 58 66 75 53 83 94 1397 91 56 150 60 181 54 56 79
internal_value=0 -0.00170692 0.00491822 0.00571024 0.00255426 0.00150897 -0.000345826 -0.00188473 -0.00534887 -0.00832079 0.00535049 0.00564618 0.00524166 0.00499979 0.000339965 0.00561878 0.00326857 0.000489728 0.00803418
internal_weight=0 157 2803 2099 704 618 481 406 243 177 2014 1935 1844 1788 210 1578 163 109 137
internal_count=2960 157 2803 2099 704 618 481 406 243 177 2014 1935 1844 1788 210 1578 163 109 137
is_linear=0
shrinkage=0.16829


Tree=5750
num_leaves=20
num_cat=0
split_feature=4 3 39 2 48 457 3 15 14 4 39 43 3 52 52 4 2 3 15
split_gain=22.9981 5.17122 4.72325 1.54011 0.974513 0.777984 0.695978 0.785653 0.651594 0.580041 0.560202 0.529189 0.401952 0.371247 0.720308 0.368261 0.192557 0.171454 0.0926372
threshold=0.31392000000000003 0.28833000000000003 0.0047850000000000011 0.10472500000000001 0.092600000000000016 0.092565000000000022 -0.020049999999999995 -0.40992999999999996 0.073890000000000011 0.032770000000000001 0.08955500000000001 -0.081694999999999976 -0.096949999999999995 -0.45635499999999996 -0.065394999999999995 0.067120000000000013 0.123795 -0.14884499999999998 0.025430000000000005
decision_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 11 8 17 10 9 12 -8 -4 -1 -5 -15 -11 18 -2 -16
right_child=6 -3 4 13 -6 -7 7 -9 -10 15 -12 -13 -14 14 16 -17 -18 -19 -20
leaf_value=0.0013365432883995247 0.00075947013303778233 0.00039135977464150017 0.00088557912238945843 0.001410539049304792 0.00057907992897209253 0.0010821490170525435 0.00064678892569381026 2.9812097744941242e-05 0.0017739914764873578 0.00112474730127246 0.00020819001332958659 0.0012729824842966106 0.0014999736526869272 0.00089989871258254852 0.001271320878303893 0.0014123377731025924 0.0011198140247114228 0.00050437610642972556 0.0014588240840866925
leaf_weight=190 55 59 86 91 65 58 74 73 76 85 56 71 1434 80 77 119 62 63 53
leaf_count=190 55 59 86 91 65 58 74 73 76 85 56 71 1434 80 77 119 62 63 53
internal_value=0 0.00135799 0.00138037 0.0014243 0.000920055 0.00146093 0.000421759 0.000304275 0.00147245 0.00145989 0.000458125 0.001061 0.00148087 0.00122625 0.00116447 0.00129268 0.00127452 0.000623574 0.00134804
internal_weight=0 2606 2547 2325 222 1962 321 203 1904 1828 130 157 1624 363 272 204 192 118 130
internal_count=2927 2606 2547 2325 222 1962 321 203 1904 1828 130 157 1624 363 272 204 192 118 130
is_linear=0
shrinkage=0.0032998


Tree=5751
num_leaves=24
num_cat=0
split_feature=4 2 123 2 3 3 160 4 52 16 16 16 16 2 16 484 3 4 16 43 49 16 2
split_gain=15.2128 4.03606 2.62392 1.24797 1.13345 0.8939 0.830241 0.702989 0.825478 1.07222 0.666017 0.460889 0.432717 0.438927 0.487018 0.423598 0.376026 0.366562 0.321026 0.320687 0.184465 0.0906979 0.0191075
threshold=0.31392000000000003 0.14132000000000003 0.080635000000000012 0.10052500000000002 -0.14884499999999998 0.085880000000000012 -0.068619999999999987 -0.16236499999999995 0.029970000000000007 0.25968500000000005 -0.5152199999999999 -0.037309999999999989 0.054560000000000004 0.088005000000000014 -1.0000000180025095e-35 0.053970000000000011 -0.082354999999999984 -0.029404999999999997 -0.080419999999999978 -0.080684999999999993 0.096725000000000019 -0.40885499999999991 0.10859000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 12 -6 22 9 11 -8 -9 13 14 -1 16 -14 -7 -10 -4 -15 -12 -5
right_child=4 -3 19 7 6 17 10 8 18 -11 21 -13 15 20 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0012380789862812037 0.00076351184863537674 0.00039820310923000229 0.00054116825547019824 0.0012774506334322744 0.00052898618036503644 0.0011196587031755971 0.00035440141795774877 0.00077855572261489501 0.0012736595200691155 0.0010463560793969057 -0.00013436465329799501 0.00035539047547889288 0.0012994498745505913 0.0011144531555405063 0.0014894034814927782 0.00082871117840151685 0.0010212458560334627 0.00076398120344284498 0.0009652965188953203 0.00086905873704148158 0.0013096031828033349 5.59124890841661e-05 0.0011720244809840978
leaf_weight=929 55 88 82 54 78 56 79 56 68 92 57 57 98 424 94 59 120 75 84 55 63 52 52
leaf_count=929 55 88 82 54 78 56 79 56 68 92 57 57 98 424 94 59 120 75 84 55 63 52 52
internal_value=0 0.00109347 0.00111776 0.00114333 0.000331997 0.00118054 0.000242641 0.000989101 0.000918644 0.000781422 0.000123651 0.000565412 0.0011999 0.00122206 0.00126121 0.00107892 0.00114647 0.000916296 0.00110348 0.00067306 0.00113977 -4.32671e-05 0.00122606
internal_weight=0 2606 2518 2381 321 1918 266 463 357 205 188 113 1787 1510 1023 277 218 131 152 137 487 109 106
internal_count=2927 2606 2518 2381 321 1918 266 463 357 205 188 113 1787 1510 1023 277 218 131 152 137 487 109 106
is_linear=0
shrinkage=0.0032998


Tree=5752
num_leaves=26
num_cat=0
split_feature=1 1 12 1 12 13 2 2 1 15 150 12 1 13 156 402 15 15 15 1 43 401 483 132 52
split_gain=19.2341 3.52994 3.10462 2.34984 2.71196 1.35458 1.03578 0.908679 0.71192 0.700557 0.557101 0.441585 0.447876 0.467147 0.445641 0.30188 0.258271 0.246529 0.235964 0.178532 0.203851 0.165474 0.220555 0.127075 0.20573
threshold=0.10921500000000002 0.13276500000000002 0.085075000000000026 0.092395000000000019 0.087215000000000015 -1.0000000180025095e-35 0.12336000000000001 0.16002500000000003 0.11617500000000001 -0.15973499999999999 0.084800000000000014 0.088845000000000021 0.089605000000000018 -0.10373499999999998 0.091585000000000014 -0.020594999999999999 -0.24511999999999998 -0.082019999999999996 0.096415000000000015 0.089895000000000017 0.018455000000000003 0.083660000000000026 0.093875000000000014 -0.0080849999999999984 0.10024500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 6 5 -5 11 9 -4 -3 16 12 13 -1 15 -15 -2 -6 -19 20 21 22 -13 -22 -25
right_child=1 7 8 4 17 -7 -8 -9 -10 -11 -12 19 -14 14 -16 -17 -18 18 -20 -21 23 -23 -24 24 -26
leaf_value=0.0018673200314758816 0.00069917206671104247 0.00042172406129284521 0.0016946059793384591 0.0007123040466901038 0.001313080528858571 0.0012526750896435224 0.0011351983250329231 0.0001188832630041294 0.0011959243917056054 0.00087428823204590482 0.0004626809252058325 0.0013815878733147908 0.001298267388666895 0.0017473182104018252 0.0018808333588575493 0.0015457502074574178 0.00099377487581531654 0.0016899287569748928 0.0014323171396189544 0.0016417187443632641 0.0014392311272010759 0.0015782757533286374 0.0016146059568044146 0.001754996708114544 0.0014812819993673476
leaf_weight=69 62 97 54 102 53 101 71 60 76 61 56 403 57 93 53 829 71 92 72 74 66 77 52 66 60
leaf_count=69 62 97 54 102 53 101 71 60 76 61 56 403 57 93 53 829 71 92 72 74 66 77 52 66 60
internal_value=0 0.000789263 0.00101052 0.00148053 0.00125598 0.000981332 0.00152839 0.000465332 0.00140334 0.000596671 0.000740144 0.00154307 0.00158638 0.00160207 0.00158326 0.00156612 0.000856706 0.00151274 0.00157705 0.00148328 0.00146704 0.00143296 0.0014083 0.00156128 0.00162494
internal_weight=0 537 319 2390 420 203 1970 218 130 158 189 1899 1101 1044 975 922 133 217 164 798 724 532 455 192 126
internal_count=2927 537 319 2390 420 203 1970 218 130 158 189 1899 1101 1044 975 922 133 217 164 798 724 532 455 192 126
is_linear=0
shrinkage=0.0032998


Tree=5753
num_leaves=26
num_cat=0
split_feature=1 1 150 3 3 1 159 51 3 15 150 16 3 3 40 3 50 1 16 16 13 3 50 40 16
split_gain=13.3317 3.51084 2.39424 1.12958 1.38276 1.37627 1.12366 1.0257 0.949232 0.557688 0.394881 0.385096 0.329529 0.359642 0.508579 0.309131 0.316388 0.41931 0.390075 0.271179 0.224504 0.211044 0.293381 0.175376 0.140165
threshold=0.11849500000000002 0.092395000000000019 0.083680000000000018 0.28833000000000003 0.085880000000000012 0.13074500000000003 0.086140000000000008 -0.085764999999999994 -0.06656999999999999 0.120215 0.11398500000000002 -0.071444999999999995 0.086845000000000019 -0.022704999999999996 -1.0000000180025095e-35 -0.079724999999999976 0.082725000000000007 0.085880000000000026 -0.015214999999999998 0.065285000000000024 -0.012224999999999998 -0.12077499999999998 0.088160000000000002 -0.062739999999999976 -0.021919999999999999
decision_type=2 2 2 2 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 7 -3 21 12 -4 -10 13 15 -15 16 17 -1 -18 20 -17 -9 -23 -7 -14
right_child=3 2 10 -5 -6 23 -8 8 11 -11 -12 -13 24 14 -16 19 18 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.0012814413162915998 0.0008141780685672486 0.0015690332915163697 0.00072527457029964001 0.00018080379065698666 0.0010865413787460151 0.00039762777787434199 0.00071675126558496186 0.0013923178319282532 0.0010260544389934529 0.0009532355591734741 0.00036735177237912748 0.00065567980000802266 0.00095580195378600216 0.0012217212349648196 0.0016791013865876156 0.0012711433334612306 0.0013189990074048746 0.0010419926830407913 0.0016277018119154794 0.0010227015244122768 0.0010535117030861739 0.0010057678831250708 0.0013142002826062669 0.00015006267040557214 0.001199589605237236
leaf_weight=924 85 56 94 90 53 61 77 60 68 67 53 57 52 52 56 264 190 89 60 93 67 72 66 65 56
leaf_count=924 85 56 94 90 53 61 77 60 68 67 53 57 52 52 56 264 190 89 60 93 67 72 66 65 56
internal_value=0 0.00118379 0.000963217 0.000500606 0.000609496 0.000489502 0.00108137 0.00115535 0.00108352 0.00125129 0.000596467 0.000857445 0.00126176 0.00127252 0.00145921 0.00126055 0.00128675 0.00126044 0.00139323 0.00118243 0.0012272 0.00122607 0.00115353 0.000270195 0.00108254
internal_weight=0 2573 603 354 264 211 456 379 323 1970 147 125 1903 1795 108 1687 1263 1013 250 424 331 198 138 126 108
internal_count=2927 2573 603 354 264 211 456 379 323 1970 147 125 1903 1795 108 1687 1263 1013 250 424 331 198 138 126 108
is_linear=0
shrinkage=0.0032998


Tree=5754
num_leaves=27
num_cat=0
split_feature=12 12 12 42 12 40 12 151 11 11 12 0 42 47 475 48 49 43 12 52 402 0 0 0 1455 0
split_gain=15.3768 3.30664 2.02377 2.2482 1.57797 0.795465 0.719554 0.703594 0.505643 0.49104 0.570792 0.509081 0.480871 0.44923 0.432938 0.412249 0.374009 0.36938 0.363535 0.325756 0.311164 0.268297 0.853872 0.220763 0.190091 0.0651485
threshold=0.056995000000000011 0.14472000000000004 -0.012249999999999999 -1.0000000180025095e-35 0.098595000000000016 -0.081079999999999985 -0.080929999999999988 0.015440000000000001 0.091055000000000011 1.0000000180025095e-35 0.086885000000000004 -0.105195 1.0000000180025095e-35 0.11043500000000002 -1.0000000180025095e-35 0.085040000000000018 -0.032624999999999994 -0.078409999999999994 0.088845000000000021 0.024870000000000003 0.086825000000000013 -0.22984499999999997 -0.085824999999999985 -0.077944999999999987 -1.0000000180025095e-35 -0.068669999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 9 15 12 14 17 11 -11 -2 -7 18 -4 -5 -16 -6 24 23 -20 -18 -23 -19 -13 -21
right_child=1 -3 7 5 8 6 -8 -9 -10 10 -12 13 -14 -15 16 -17 21 19 20 25 -22 22 -24 -25 -26 -27
leaf_value=0.0011927114094121229 0.0012397532532896687 0.00071153495433367339 0.001336031234621265 0.0010326607980430873 0.0015131608750819446 0.00040916480254419793 0.00015970441871228309 0.00073228935513932074 0.00098847928739808429 0.001984813757385618 0.0015426498703039132 0.0017454340694742787 0.00078743983449833276 0.0012174946023680746 0.00085926435702285626 0.00062538041869318346 0.0013500322615126077 0.00099413106322660504 0.0014380066612142415 0.0014880249405379679 0.0016619128501474392 0.00073938346975634974 0.0012949291315160808 0.0012649657793614656 0.0015591658177754762 0.0013156000422839967
leaf_weight=96 78 64 91 58 94 70 53 54 54 52 86 69 78 54 69 52 52 54 538 57 80 52 73 91 706 52
leaf_count=96 78 64 91 58 94 70 53 54 54 52 86 69 78 54 69 52 52 54 538 57 80 52 73 91 706 52
internal_value=0 0.00145129 0.000914059 0.000750901 0.0014742 0.000614409 0.000490531 0.0010838 0.0012881 0.00151917 0.00170952 0.00150192 0.000608764 0.00151603 0.00114003 0.000840449 0.00106738 0.00133449 0.00152758 0.00126823 0.00146705 0.0011483 0.0010641 0.00116435 0.0015758 0.00140609
internal_weight=0 2129 798 407 2065 311 201 391 402 1663 138 1525 148 1447 337 110 246 348 1393 254 618 177 125 145 775 109
internal_count=2927 2129 798 407 2065 311 201 391 402 1663 138 1525 148 1447 337 110 246 348 1393 254 618 177 125 145 775 109
is_linear=0
shrinkage=0.0032998


Tree=5755
num_leaves=20
num_cat=0
split_feature=2 15 3 12 2 14 2 0 42 0 15 0 42 2 2 156 43 49 43
split_gain=17.3167 6.36474 3.9597 2.72367 2.48339 1.53425 1.05677 1.05349 0.906871 0.637475 0.626406 0.617664 0.593737 0.548355 0.5322 0.481499 0.463332 0.411009 0.279432
threshold=0.12026500000000001 -0.38214499999999996 0.10766000000000002 -1.0000000180025095e-35 0.14290000000000003 0.073890000000000011 0.091235000000000024 -0.084114999999999981 -0.0047199999999999994 -0.068669999999999995 -1.0000000180025095e-35 -0.06612999999999998 0.084145000000000011 0.11018500000000002 0.25063000000000007 1.0000000180025095e-35 -0.043814999999999993 -0.0098949999999999975 0.086765000000000023
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 7 6 11 -2 -3 -10 17 18 -13 -4 -6 -12 -9 -8 -5
right_child=4 2 13 5 14 -7 10 16 9 -11 15 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00047044910734201387 0.00045326354953691161 0.0013166008509392284 0.0009459032471410574 0.0014366136692367424 0.00035082886023291314 0.0018299284016988296 0.00091209337364078704 0.00075448413885668346 0.0010224125634343394 0.00056136396025798288 0.001316166654715747 0.0014510091481037529 0.00097873594410224593 0.00049323385852060957 -4.3862328516699068e-05 0.0016619747041515724 0.0011897627140759353 0.001221857279146307 0.0016264946924985197
leaf_weight=97 69 67 66 1210 100 86 57 53 87 53 258 55 63 53 59 54 55 285 94
leaf_count=97 69 67 66 1210 100 86 57 53 87 53 258 55 63 53 59 54 55 285 94
internal_value=0 0.00130026 0.0013326 0.00136212 0.000503766 0.00139679 0.00137883 0.000772713 0.000999927 0.000848124 0.00126857 0.00142951 0.00119916 0.00074459 0.00020415 0.00137613 0.00097648 0.00117033 0.00145033
internal_weight=0 2585 2488 2369 336 2162 2076 177 207 140 654 1422 118 119 159 312 108 342 1304
internal_count=2921 2585 2488 2369 336 2162 2076 177 207 140 654 1422 118 119 159 312 108 342 1304
is_linear=0
shrinkage=0.0032998


Tree=5756
num_leaves=27
num_cat=0
split_feature=3 51 3 15 447 1213 400 3 51 2 2 39 132 3 2 0 2 131 3 3 2 51 15 402 13 15
split_gain=0.745682 0.435769 0.327894 0.338867 0.256292 0.267648 0.245014 0.201011 0.229084 0.299777 0.388198 0.245844 0.166357 0.181087 0.331836 0.371063 0.211744 0.138206 0.174292 0.125979 0.154635 0.113775 0.135778 0.101989 0.0698265 0.0580136
threshold=-0.081224999999999978 0.16016500000000003 -0.080624999999999988 0.021950000000000001 0.084170000000000009 -0.075639999999999985 -0.084269999999999998 -0.073614999999999986 -0.23827499999999999 0.084195000000000006 -0.013084999999999998 0.093225000000000016 0.085455000000000017 -0.24190499999999995 0.10085000000000001 -0.105195 0.10912000000000001 0.07635500000000002 -0.087169999999999984 -0.054399999999999997 0.097110000000000016 -0.12260499999999998 -0.086989999999999984 -0.088779999999999984 -0.0088749999999999992 0.11635000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 7 5 17 -7 21 -9 10 -10 -11 13 -8 15 -15 -16 18 -1 20 23 -4 -23 -5 -14 -25
right_child=1 -3 3 19 -6 6 12 8 9 11 -12 -13 24 14 16 -17 -18 -19 -20 -21 -22 22 -24 25 -26 -27
leaf_value=-0.0023121066131855952 -0.0042386651334253714 -0.0087703057092874352 0.0037097446923218501 0.018434990933459763 0.00081120538540215318 0.0026253020588508577 0.024025950879803058 -0.0054257438212789149 0.0056988297048789736 0.008835964887579038 -0.0099166818924595439 -0.0005007633342511684 0.011666512479449376 0.027745413262548098 -0.0020670800895320426 0.014122510936163639 0.011430784085363223 0.014015268156848538 0.0090562312450530123 0.017153382825612205 0.0028033650305598285 0.0090713393223107834 0.019754857846947121 0.0081990253988359629 0.0028876756871882253 0.014814173948647792
leaf_weight=69 73 53 54 53 60 60 53 61 113 465 75 96 52 62 53 695 86 52 85 87 69 99 52 139 52 53
leaf_count=69 73 53 54 53 60 60 53 61 113 465 75 96 52 62 53 695 86 52 85 87 69 99 52 139 52 53
internal_value=0 0.0062102 0.00674462 0.00731212 0.0116003 0.0120898 0.0131227 0.00567225 0.00447692 0.00528581 -0.000521206 0.00723503 0.0137191 0.0144213 0.0138512 0.0152406 0.00627119 0.00650019 0.00395096 0.0114584 0.00987482 0.0103865 0.0127623 0.011859 0.00729437 0.0100344
internal_weight=0 1542 1489 1416 1379 1319 1113 1015 810 749 188 561 1053 949 896 757 139 206 154 401 314 205 151 245 104 192
internal_count=2921 1542 1489 1416 1379 1319 1113 1015 810 749 188 561 1053 949 896 757 139 206 154 401 314 205 151 245 104 192
is_linear=0
shrinkage=0.16829


Tree=5757
num_leaves=25
num_cat=0
split_feature=4 3 3 4 0 0 150 4 4 4 3 39 0 4 0 4 52 484 474 151 3 0 13 13
split_gain=24.1648 8.12906 2.77856 2.32543 1.82553 1.25264 1.07173 1.06797 1.02632 1.0228 0.791064 0.884959 0.638873 1.49733 1.23985 0.606023 0.42486 0.229743 0.251924 0.300117 0.197861 0.15065 0.0966095 0.0588123
threshold=0.31392000000000003 -0.049204999999999992 0.28833000000000003 -0.22295999999999996 -0.068669999999999995 -0.14920999999999998 0.088985000000000009 0.053330000000000009 -9.4999999999999992e-05 0.043640000000000005 0.35004500000000011 0.08955500000000001 -0.069414999999999991 -0.44205499999999992 -0.041534999999999996 0.16173500000000005 -0.085009999999999988 0.11103000000000002 0.08214500000000001 -0.088054999999999981 -0.076704999999999982 -0.10147999999999999 -0.085064999999999988 -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 2
left_child=1 5 3 -3 6 -1 8 12 16 -10 11 21 17 -14 23 20 -5 18 19 -7 -9 -2 -20 -15
right_child=10 2 -4 4 -6 7 -8 15 9 -11 -12 -13 13 14 -16 -17 -18 -19 22 -21 -22 -23 -24 -25
leaf_value=0.0024621782115410301 0.0012131659027687734 0.0020738324926595502 0.00090478989678227824 0.0016671907645039185 0.001074991613367454 0.0018059221055858436 0.0011893416988693667 0.0017239523857468348 0.0022124566717914873 0.0016649814764559256 0.00052494778992507565 0.00069593968474662455 0.002228238995606245 0.0019844234609013634 0.0013847285575362041 0.0019754039259847695 0.001250597676466886 0.0018355730121014677 0.0022557288795781883 0.0020292270048450621 0.0014733897113224459 0.0010108731828514551 0.0020876355100708736 0.0018399578364617034
leaf_weight=57 84 98 68 54 85 73 53 102 61 98 52 84 89 57 79 92 55 71 68 1081 56 84 114 106
leaf_count=57 84 98 68 54 85 73 53 102 61 98 52 84 89 57 79 92 55 71 68 1081 56 84 114 106
internal_value=0 0.00188011 0.00153209 0.00161666 0.00150622 0.00197743 0.0016203 0.00196351 0.00170539 0.00187524 0.000896978 0.000973606 0.00199267 0.00186091 0.00172567 0.00176064 0.00145731 0.00202365 0.00203362 0.00201513 0.00163537 0.00111223 0.00215063 0.00189069
internal_weight=0 2617 572 504 406 2045 321 1988 268 159 304 252 1738 331 242 250 109 1407 1336 1154 158 168 182 163
internal_count=2921 2617 572 504 406 2045 321 1988 268 159 304 252 1738 331 242 250 109 1407 1336 1154 158 168 182 163
is_linear=0
shrinkage=0.0032998


Tree=5758
num_leaves=20
num_cat=0
split_feature=1 14 0 160 0 13 2 1456 12 3 150 3 3 2 12 16 133 16 16
split_gain=0.70509 0.333586 0.499089 0.288696 0.481087 0.340136 0.229504 0.333435 0.335057 0.473018 0.232255 0.307961 0.260486 0.236831 0.215581 0.247339 0.190601 0.138004 0.130218
threshold=0.12313000000000002 -0.10523499999999998 -0.22745499999999999 -1.0000000180025095e-35 -0.029849999999999998 -0.05171499999999999 0.097005000000000022 -0.15322999999999998 0.082795000000000021 -0.15288999999999997 0.082085000000000019 -0.13117499999999996 0.0012800000000000001 0.10869000000000002 -0.014854999999999998 -0.039209999999999995 0.084735000000000019 -0.11807499999999999 -0.28430999999999995
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 -5 7 -4 14 -10 11 13 18 -8 16 -16 -9 -11 -13
right_child=3 2 6 4 -6 -7 10 8 9 17 -12 12 -14 -15 15 -17 -18 -19 -20
leaf_value=0.020807310960724228 0.0088285269887903636 -0.0025917085018993414 -0.0023682410939810284 -0.0046140643007550053 -0.016157126805776016 0.011655453175672063 0.024295722137215078 0.018240384645667334 0.02747814516306055 0.006237597375645154 -0.0011872350232258841 0.011637918082305694 0.01439748854394356 0.0086658512365973984 -0.0070544614948753435 0.0070566671005009504 0.0040465457085547768 0.011938671145271603 0.0029447500011533642
leaf_weight=72 88 98 54 86 55 63 53 53 54 134 86 58 90 58 61 83 55 1304 316
leaf_count=72 88 98 54 86 55 63 53 53 54 134 86 58 90 58 61 83 55 1304 316
internal_value=0 0.00949057 0.00917121 0.000766972 -0.00270175 0.00225294 0.00964073 0.0106284 0.0110319 0.0119915 0.00695143 0.00817181 0.00626058 0.0161449 0.00534317 0.00106656 0.0110287 0.0114087 0.00429769
internal_weight=0 2629 2557 292 204 149 2459 1798 1744 1492 661 575 464 111 252 144 108 1438 374
internal_count=2921 2629 2557 292 204 149 2459 1798 1744 1492 661 575 464 111 252 144 108 1438 374
is_linear=0
shrinkage=0.16829


Tree=5759
num_leaves=23
num_cat=0
split_feature=1 484 4 14 12 2 2 1 481 52 12 4 2 4 1 47 15 15 12 130 12 15
split_gain=0.500875 0.374501 0.311411 0.309895 0.441538 0.295878 0.281128 0.237212 0.206262 0.196746 0.167787 0.252228 0.628731 0.341023 0.231357 0.161185 0.386704 0.15912 0.212029 0.156183 0.117267 0.110537
threshold=0.12072500000000001 0.093765000000000015 -0.47860499999999995 -0.10523499999999998 0.082795000000000021 -1.0000000180025095e-35 0.091235000000000024 0.08654000000000002 -0.084514999999999993 -0.46007999999999999 -0.042789999999999988 -0.0060699999999999999 0.090695000000000012 0.024470000000000002 0.094165000000000013 0.085585000000000008 -0.40166999999999992 -0.10436999999999999 0.088930000000000023 0.10378500000000002 0.092755000000000018 -0.052239999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 -4 10 -2 8 -1 -6 -10 14 12 -12 -13 -5 16 -7 -8 -19 -20 -11 -15
right_child=1 -3 3 4 6 15 17 -9 9 20 11 13 -14 21 -16 -17 -18 18 19 -21 -22 -23
leaf_value=0.024605485349086839 -0.011897856874831449 0.014013104450055623 0.018969951721146936 0.013954694603048998 0.0016738501872830909 0.0088551948955322545 0.012507078679346912 0.010510228321156582 0.00026741287185501301 0.011726578247749572 -0.015079993697876055 0.014884673971006946 0.0069629571033985697 0.0043430259470584372 0.0015665695417931497 0.0073623187634394988 -0.0097673373247473601 -0.0044557858630376026 0.0067590322354459231 -0.00270429545503566 0.0076595287479274661 -0.0062330283246298714
leaf_weight=52 61 52 65 75 84 53 77 99 53 881 78 61 69 58 100 80 78 68 403 56 264 54
leaf_count=52 61 52 65 75 84 53 77 99 53 881 78 61 69 58 100 80 78 68 403 56 264 54
internal_value=0 0.000923984 0.00794781 0.0074885 0.00717431 -0.00157174 0.00834883 0.0153761 0.00976084 0.0103264 0.00269562 0.00039838 -0.00472108 0.00475883 0.00688603 0.00140502 -0.00221932 0.00534885 0.00429955 0.00560055 0.0107904 -0.000740102
internal_weight=0 324 2597 2446 2381 272 1886 151 1282 1198 495 320 147 173 175 211 131 604 527 459 1145 112
internal_count=2921 324 2597 2446 2381 272 1886 151 1282 1198 495 320 147 173 175 211 131 604 527 459 1145 112
is_linear=0
shrinkage=0.16829


Tree=5760
num_leaves=30
num_cat=0
split_feature=1 3 12 2 2 51 12 12 3 1 3 3 12 3 403 1 1 1 483 2 1 2 3 3 40 0 3 43 13
split_gain=27.5796 5.5952 4.00371 2.81038 2.6928 1.83531 1.59979 1.29119 1.34757 1.19421 1.59356 1.06343 0.788965 0.769164 0.566622 0.540573 0.432214 0.4042 0.329504 0.326944 0.306518 0.26827 0.473227 0.31875 0.242557 0.180358 0.130941 0.203977 0.123344
threshold=0.10575500000000002 -0.039864999999999991 0.056995000000000011 0.11504500000000002 0.16730000000000003 -0.10328999999999998 0.093065000000000009 -1.0000000180025095e-35 0.143375 0.092485000000000026 -0.0031199999999999995 -0.15041499999999997 0.11755500000000001 -0.095789999999999986 -0.5335399999999999 0.090195000000000011 0.12765500000000005 0.11883500000000001 -0.09200499999999999 0.097845000000000015 0.10970000000000001 0.087325000000000014 -0.08095999999999999 -0.11211999999999998 -0.046564999999999995 -0.10462499999999998 -0.069909999999999986 -0.077614999999999976 -0.0064299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 7 -1 11 16 -9 19 -11 -4 21 28 -15 18 -3 20 -16 25 -2 22 -8 -23 -18 -7 27 -25 -13
right_child=1 4 6 -5 -6 9 12 8 -10 10 -12 13 -14 14 15 -17 24 -19 -20 -21 -22 23 -24 26 -26 -27 -28 -29 -30
leaf_value=0.001570680660796917 0.0011909734641296109 0.00048586362638025117 0.0018954537640708817 0.00050883938997223677 -0.0003154281111157186 0.0011241762907642796 0.0010174597546476845 0.00099344145403387155 0.00033836902840383548 0.00035957640844978069 0.001080661380746652 0.0011146011917440132 0.0010061853354131403 0.0018517119584518403 0.0017627010774794521 0.0012411791152443497 0.00034509189368552923 0.0010240019554134143 0.0015025536722657823 0.00093305718512461903 0.0015494329007100264 0.0016213926404158837 0.0013867257086938854 0.001258951013667438 4.2016338606051257e-05 0.001382233776087344 0.0012418114897883306 0.0014619272311186843 0.00134067847513364
leaf_weight=67 52 86 74 83 54 70 65 82 59 65 69 58 83 52 58 85 52 55 930 57 55 61 94 83 65 55 84 175 54
leaf_count=67 52 86 74 83 54 70 65 82 59 65 69 58 83 52 58 85 52 55 930 57 55 61 94 83 65 55 84 175 54
internal_value=0 0.000610891 0.00138264 0.0010033 0.000369243 0.00107376 0.00144311 0.000476823 0.000719583 0.000968286 0.000731144 0.00150947 0.00130815 0.00148635 0.00151245 0.00149598 0.000308032 0.00125642 0.00151786 0.00114269 0.00137556 0.00135269 0.00123599 0.00139864 0.000177018 0.001238 0.00135881 0.00139677 0.00122392
internal_weight=0 643 2339 245 398 383 1956 344 141 316 134 1311 645 1237 1125 1073 203 162 988 182 107 562 159 403 117 125 342 258 112
internal_count=2982 643 2339 245 398 383 1956 344 141 316 134 1311 645 1237 1125 1073 203 162 988 182 107 562 159 403 117 125 342 258 112
is_linear=0
shrinkage=0.0032998


Tree=5761
num_leaves=28
num_cat=0
split_feature=1 52 10 12 1 12 4 4 16 51 4 4 51 49 16 12 4 43 43 16 12 1 16 4 43 43 12
split_gain=22.6315 4.66364 2.28625 2.04925 1.66873 1.73311 1.08051 0.998456 0.829437 0.765173 0.657003 0.780965 0.485836 0.412049 0.411381 0.409865 0.389153 0.320535 0.280496 0.256815 0.204281 0.173424 0.156591 0.120321 0.153062 0.0841578 0.0407475
threshold=0.10398500000000001 -0.41694999999999993 -0.090429999999999996 0.088325000000000015 0.089745000000000019 0.085845000000000019 0.27020000000000005 0.043640000000000005 -0.14158499999999996 0.11178000000000002 0.51292000000000015 0.094220000000000012 0.080080000000000026 -0.047179999999999993 -0.45743999999999996 -0.042789999999999988 -0.15504999999999997 0.0062300000000000003 -0.082204999999999986 0.052690000000000008 0.087625000000000022 0.077690000000000023 -0.083144999999999983 -0.077999999999999986 -0.066724999999999993 -0.073404999999999984 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 2
left_child=4 -2 -3 10 7 13 -5 8 -1 16 11 12 -4 -6 -9 -13 21 19 -7 -18 -16 -10 -19 -20 -25 -22 -26
right_child=1 2 3 6 5 18 -8 14 9 -11 -12 15 -14 -15 20 -17 17 22 23 -21 25 -23 -24 24 26 -27 -28
leaf_value=0.0019514887294806997 0.0016453869331404971 0.00017075083458988657 0.00041835131379657853 0.0013584119362681228 0.00085413825484986371 0.0013073437138957547 0.00076685033119012244 0.0015752575243516119 0.0012701274322454881 0.0012741790389173206 0.00045941894141516952 0.00072273509275880385 0.0007982952064468341 0.0012021252775710814 0.0011118399167194767 0.001071186804491651 0.0016598008811189173 0.0016148384463398053 0.001702799069510695 0.0015123056674914335 0.0014529523956808722 0.0015427221274622275 0.0014233523919302661 0.0016574282570576819 0.0013626971260515203 0.0012707673014244242 0.0015074540144913039
leaf_weight=71 71 66 77 97 62 65 52 80 53 83 96 61 71 96 53 96 981 80 52 155 61 54 129 55 52 61 52
leaf_count=71 71 66 77 97 62 65 52 80 53 83 96 61 71 96 53 96 981 80 52 155 61 54 129 55 52 61 52
internal_value=0 0.000844153 0.000751746 0.000821401 0.00152698 0.00134217 0.0011522 0.00157006 0.00160066 0.00158441 0.000698399 0.000773503 0.00060086 0.0010658 0.00137726 0.000936026 0.00160212 0.00161753 0.00150025 0.00163971 0.00128654 0.00140803 0.00149682 0.00155952 0.00151243 0.00136215 0.00143541
internal_weight=0 687 616 550 2295 434 149 1861 1606 1535 401 305 148 158 255 157 1452 1345 276 1136 175 107 209 211 159 122 104
internal_count=2982 687 616 550 2295 434 149 1861 1606 1535 401 305 148 158 255 157 1452 1345 276 1136 175 107 209 211 159 122 104
is_linear=0
shrinkage=0.0032998


Tree=5762
num_leaves=28
num_cat=0
split_feature=1 4 52 1 14 1 457 4 0 3 159 52 50 52 52 52 3 40 49 4 156 159 51 42 160 3 52
split_gain=32.8826 6.21733 3.03199 2.67161 2.35262 2.20761 2.10557 1.46831 1.40963 1.38395 0.827554 0.775255 1.01658 0.710482 0.641077 0.449757 0.419992 0.376577 0.298564 0.271833 0.214946 0.263734 0.181832 0.152617 0.109417 0.108805 0.0588907
threshold=0.10575500000000002 0.27420500000000009 -0.24841999999999997 0.091280000000000014 0.064610000000000015 0.12895500000000001 0.062030000000000009 0.0060300000000000015 0.035525000000000008 -0.039864999999999991 0.081975000000000006 -0.092084999999999986 0.08956500000000002 0.11916 0.008405000000000001 0.037045000000000002 0.12745000000000004 -0.041654999999999991 0.011845000000000001 0.18095500000000003 0.088165000000000007 0.086265000000000022 0.11119000000000002 0.0069650000000000016 -0.43042999999999992 -0.074234999999999982 -0.081429999999999989
decision_type=2 2 2 2 2 2 2 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 23 11 8 13 -4 16 -5 14 20 -13 18 -11 -7 -9 -17 21 -1 24 -3 -15 -10 -20
right_child=1 5 9 6 -6 17 -8 15 25 10 -12 12 -14 22 -16 19 -18 -19 26 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0019202606981959011 0.0018385943956525624 0.00081339485492638744 0.0014068924197264542 0.0019389757762885585 0.0024012916685551716 0.00054668105003236186 0.0010183071281098591 0.0013509027624147257 0.0013865224267430442 0.0008814377186500455 0.00057713332493135295 0.0012404697765554286 0.0018319790227913867 0.0016693403147163104 0.0016828565187191158 0.0016198328906568431 0.001291551789887998 0.00021711013569146939 0.0017045631327385806 0.0019341139087294841 0.0017719373364383584 0.002102599314149477 0.0015313319143834157 0.0010350800345000164 0.0018682910808621627 0.0016082303620775092 0.0015410063491206893
leaf_weight=1051 77 81 97 83 81 62 67 75 53 59 55 99 99 67 57 64 52 98 57 61 100 99 52 62 66 52 56
leaf_count=1051 77 81 97 83 81 62 67 75 53 59 55 99 99 67 57 64 52 98 57 61 100 99 52 62 66 52 56
internal_value=0 0.000955616 0.00126203 0.00179832 0.00184945 0.000611672 0.00155407 0.0018253 0.00186733 0.00109309 0.000909508 0.00166017 0.00156928 0.00189443 0.00140234 0.00161842 0.00107388 0.000345039 0.00151513 0.00177348 0.00192289 0.00193599 0.00170191 0.000909756 0.00176833 0.00149666 0.00162382
internal_weight=0 643 340 2339 1934 303 405 1853 1540 263 166 338 255 1435 156 313 111 160 188 125 1250 1150 185 143 133 105 113
internal_count=2982 643 340 2339 1934 303 405 1853 1540 263 166 338 255 1435 156 313 111 160 188 125 1250 1150 185 143 133 105 113
is_linear=0
shrinkage=0.0032998


Tree=5763
num_leaves=29
num_cat=0
split_feature=4 12 16 16 51 12 52 3 52 124 16 4 4 4 12 3 3 16 133 4 52 483 157 402 52 3 4 12
split_gain=20.4147 6.66629 2.48339 2.31838 1.97309 1.43314 1.19558 1.39856 1.04843 0.834923 0.817397 0.7801 0.771743 0.706176 0.512916 0.584709 0.825927 0.507676 0.330392 0.30767 0.308499 0.266675 0.20201 0.222823 0.128546 0.208053 0.106778 0.0161121
threshold=0.31392000000000003 0.056995000000000011 0.15737500000000001 -0.0094449999999999968 0.086450000000000013 0.13332500000000003 0.056265000000000009 0.143375 -0.087094999999999992 -1.0000000180025095e-35 -0.54150999999999994 -0.4950449999999999 0.50541500000000006 0.046185000000000004 0.092855000000000007 -0.15041499999999997 -0.096099999999999977 -0.089629999999999974 0.11224500000000003 -0.068329999999999988 0.099570000000000006 -0.09200499999999999 -0.00172 0.012085000000000002 -0.26876499999999998 -0.094004999999999991 0.036605000000000006 0.087495000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 14 7 10 -5 -1 -2 -4 -12 -11 15 -3 27 -6 21 20 24 -18 -21 26 -16 -26 -24 -17
right_child=6 5 11 8 17 -7 -8 -9 -10 13 12 -13 -14 -15 19 16 18 -19 -20 22 -22 -23 23 -25 25 -27 -28 -29
leaf_value=0.00086969325633435288 0.00068178191291385639 0.0016376345777753831 0.0016131923000147548 0.00082789348932904724 0.00086305768896795373 0.00077626926889373519 0.00075878430214739682 -0.00020511384700357466 0.00024741081327153241 0.0016141377573531241 -4.786722745443698e-05 0.0010639185255444398 0.00044043505670669672 0.0010819986049015408 0.0012439996326867842 0.0010091905191392727 0.0015543142322319474 0.00042080565013361438 0.0015736968180502496 0.0010104364361339991 0.0011372302561257492 0.0013357447817682621 0.00123839181464851 0.0014163685269979961 0.0016080229783056827 0.0013547168078968416 0.0011114696089952393 0.0011063454477717746
leaf_weight=61 66 77 55 52 52 55 63 57 98 56 60 59 85 54 52 52 67 63 79 61 70 995 183 55 55 112 134 54
leaf_count=61 66 77 55 52 52 55 63 57 98 56 60 59 85 54 52 52 67 63 79 61 70 995 183 55 55 112 134 54
internal_value=0 0.00121877 0.000895156 0.00078158 0.00095595 0.00130347 0.00034947 0.000253119 0.00044888 0.00118094 0.000377074 0.00132923 0.000238136 0.00135323 0.00131763 0.00135651 0.00133912 0.000621087 0.00136512 0.00124627 0.00133069 0.00134957 0.00118985 0.00121918 0.00139237 0.00143835 0.00118485 0.00105902
internal_weight=0 2651 550 436 286 2101 331 268 150 171 211 114 145 110 2046 1324 1247 115 1141 722 289 1062 433 372 219 167 317 106
internal_count=2982 2651 550 436 286 2101 331 268 150 171 211 114 145 110 2046 1324 1247 115 1141 722 289 1062 433 372 219 167 317 106
is_linear=0
shrinkage=0.0032998


Tree=5764
num_leaves=34
num_cat=0
split_feature=1 3 2 1 12 12 2 3 40 2 3 1 1 52 159 2 52 16 15 159 159 12 52 15 2 16 12 12 13 15 12 13 1
split_gain=22.4301 4.55005 2.61073 1.9581 1.85873 1.67489 1.57431 0.884886 0.844734 0.675905 0.540673 0.475225 0.444526 0.342714 0.350392 0.30401 0.225998 0.207953 0.393321 0.218194 0.218521 0.196506 0.297054 0.377738 0.218859 0.152555 0.203299 0.152029 0.130535 0.0973094 0.0868442 0.0676847 0.29899
threshold=0.10398500000000001 -0.039864999999999991 0.14561000000000004 0.089745000000000019 0.085845000000000019 -1.0000000180025095e-35 0.11504500000000002 -0.0031199999999999995 -0.065259999999999999 0.091235000000000024 0.143375 0.11883500000000001 0.10970000000000001 0.11330000000000001 -0.0062899999999999996 0.12336000000000001 -0.45635499999999996 -0.073554999999999995 -0.048464999999999994 -0.08860999999999998 0.082975000000000007 0.085945000000000008 0.081010000000000013 -1.0000000180025095e-35 0.084305000000000005 0.0060400000000000011 0.091840000000000019 0.099170000000000022 -0.085744999999999988 -0.10763999999999999 0.093910000000000007 -0.052124999999999998 0.094655000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 5 9 7 8 11 -5 -3 13 -7 12 -2 14 28 16 -11 18 29 -19 -21 22 23 -16 -24 26 -23 31 -1 -18 -20 32 -6
right_child=1 2 -4 4 27 10 -8 -9 -10 15 -12 -13 -14 -15 21 -17 17 19 30 20 -22 25 24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.0019496588515563748 0.0015715138041565455 0.0010519649354721599 0.00040181364594428834 0.0010425581138405525 0.0016468783030878565 0.001466329870214845 0.001083227256703335 0.0015407777130605068 0.00061259464356574632 0.0019816650591658116 0.0010412370388605163 0.0013747824357620826 0.0019717001206554551 0.0017035153462505012 0.0019619768495553365 0.0015527499075839834 0.0018221409817427725 0.0018949255925405288 0.0020987042661109612 0.0016185970049263461 0.0018471240959072825 0.0018327426054309489 0.0022501124676227681 0.0016931590210031442 0.0019567262377934661 0.001680869205684914 0.0020122236598323195 0.0016010736714274869 0.0021696628407957448 0.001625675983013595 0.001894299267549307 0.0018952680666174916 0.0019560005694697338
leaf_weight=57 71 99 88 72 96 91 83 86 93 62 52 55 55 96 214 69 57 61 52 209 62 381 53 81 66 58 90 54 75 66 52 70 56
leaf_count=57 71 99 88 72 96 91 83 86 93 62 52 55 55 96 214 69 57 61 52 209 62 381 53 81 66 58 90 54 75 66 52 70 56
internal_value=0 0.00112064 0.000908266 0.00180045 0.00160025 0.0010412 0.00146079 0.00131396 0.000839328 0.00184712 0.001312 0.00163373 0.00174648 0.0018958 0.00191294 0.00176446 0.00178793 0.00176637 0.00184537 0.00171226 0.00167101 0.00189023 0.00194569 0.00188829 0.00208769 0.00184676 0.00186711 0.00176402 0.00207493 0.00171701 0.00199684 0.00180349 0.001761
internal_weight=0 687 423 2295 434 335 264 158 192 1861 143 181 126 1171 1075 690 621 559 227 332 271 943 414 295 119 529 471 276 132 123 104 222 152
internal_count=2982 687 423 2295 434 335 264 158 192 1861 143 181 126 1171 1075 690 621 559 227 332 271 943 414 295 119 529 471 276 132 123 104 222 152
is_linear=0
shrinkage=0.0032998


Tree=5765
num_leaves=16
num_cat=0
split_feature=2 1375 123 13 0 0 12 43 0 2 40 15 15 12 0
split_gain=0.882572 0.482374 0.285807 0.307049 0.334505 0.279365 0.509978 0.465468 0.280299 0.264783 0.173929 0.168402 0.389706 0.148564 0.0189408
threshold=0.13554000000000002 -0.14589999999999997 0.085360000000000005 -0.17030499999999998 -0.15445999999999996 -0.108275 0.087035000000000015 -0.008069999999999999 -0.099244999999999986 0.10406500000000002 -0.08095999999999999 -0.035654999999999992 -0.2987999999999999 0.098785000000000012 -0.22745499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 9 6 7 -6 -7 14 -4 12 -2 -10 -5
right_child=11 2 10 4 5 8 -8 -9 13 -11 -12 -13 -14 -15 -16
leaf_value=-0.0019701749682036231 -0.0037749864129839644 0.0042513268770308548 0.012293408920553651 0.028318449335871122 0.0095383831916543479 0.024501805051269324 0.017665141620962267 -0.011897259041121265 0.013953148558784847 0.012127250361233109 -0.00053258398523897785 -0.0056036847107088436 0.012772438529677788 0.010011548579598821 0.023528230526053375
leaf_weight=63 80 103 52 52 64 66 76 52 1714 64 70 65 81 326 58
leaf_count=63 80 103 52 52 64 66 76 52 1714 64 70 65 81 326 58
internal_value=0 0.0125619 0.012902 0.0132795 0.013655 0.0131142 0.00694974 -5.52101e-05 0.0136753 0.020787 0.00491951 0.00161388 0.00453896 0.0133241 0.025809
internal_weight=0 2760 2697 2575 2472 2298 192 116 2106 174 122 226 161 2040 110
internal_count=2986 2760 2697 2575 2472 2298 192 116 2106 174 122 226 161 2040 110
is_linear=0
shrinkage=0.16829


Tree=5766
num_leaves=24
num_cat=0
split_feature=1 2 52 2 52 1 0 3 15 12 3 2 16 1452 160 1 42 15 0 1 131 16 15
split_gain=0.864718 0.395691 0.346977 0.406868 0.364715 0.506674 0.273741 0.405079 0.251298 0.241652 0.237993 0.247443 0.386548 0.268466 0.206648 0.203769 0.217386 0.20237 0.156055 0.142631 0.115951 0.174613 0.186794
threshold=0.095920000000000019 1.0000000180025095e-35 -0.41694999999999993 0.10709500000000001 -0.082554999999999976 0.11156000000000001 -0.066574999999999981 -0.078484999999999985 -0.19631499999999999 -0.032329999999999991 0.094635000000000011 0.082165000000000016 -0.0024749999999999993 0.08790000000000002 -0.068619999999999987 0.087055000000000007 0.11966500000000001 -0.073759999999999978 -0.075624999999999984 0.081540000000000015 0.078355000000000022 -0.083144999999999983 0.091600000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 6 -3 -4 -5 -6 7 -2 -1 -8 11 12 20 15 -7 16 19 -16 -9 -13 21 -10 -23
right_child=1 2 3 4 5 14 9 18 10 -11 -12 13 -14 -15 17 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=0.02295765074608699 0.026539686072029858 0.012876853158044129 -0.012331579698176937 -0.0087249363299897256 0.019289328439432533 0.0091813896362817754 0.012096832550346846 0.0047895446626454539 0.016675356441295704 -0.00091636663492845232 0.0020857207992085527 0.010739454675028372 0.025554270639373423 0.021763363874496962 0.002270790548699963 7.1200297608526374e-05 0.0011618561044872235 -0.010276654239860985 0.016234495406530963 0.019765528491259933 0.017594817312953117 0.0020228697013685523 0.014610358513590086
leaf_weight=54 52 74 61 67 57 73 69 89 84 97 77 1350 84 60 121 54 66 52 55 52 97 86 55
leaf_count=54 52 74 61 67 57 73 69 89 84 97 77 1350 84 60 121 54 66 52 55 52 97 86 55
internal_value=0 0.00527868 0.0022301 0.000397956 0.00250147 0.0049898 0.00952657 0.0137899 0.0115923 0.00448191 0.0112942 0.0116499 0.0153663 0.0106951 0.00166919 0.0102575 0.010631 -0.00149031 0.00917336 0.0110755 0.012703 0.010586 0.00694563
internal_weight=0 867 505 431 370 303 362 196 2119 166 2065 1988 406 1582 246 1522 1468 173 144 1402 322 225 141
internal_count=2986 867 505 431 370 303 362 196 2119 166 2065 1988 406 1582 246 1522 1468 173 144 1402 322 225 141
is_linear=0
shrinkage=0.16829


Tree=5767
num_leaves=20
num_cat=0
split_feature=1 1 10 11 123 14 15 4 47 4 151 0 4 0 15 0 51 1 133
split_gain=10.2563 1.85924 1.3689 1.0354 1.01508 0.801575 0.769277 0.762365 0.602811 0.59423 0.573484 0.465116 0.537265 0.610454 0.334401 0.543294 0.284647 0.169095 0.13269
threshold=0.11378500000000001 0.095920000000000019 -0.088499999999999981 0.082245000000000013 0.087855000000000016 0.064610000000000015 0.093575000000000019 0.25367000000000006 0.078345000000000012 0.38865500000000003 -0.06189999999999999 0.13304000000000002 -0.27577999999999997 -0.061674999999999994 -0.17840999999999999 -0.105195 -0.06533499999999999 0.12895500000000001 0.017095000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 6 7 11 8 16 9 10 -3 12 -1 14 -14 -16 -4 -9 -15
right_child=2 3 4 -5 -6 -7 -8 17 -10 -11 -12 -13 13 18 15 -17 -18 -19 -20
leaf_value=0.0012742216538163718 -4.2652013624673978e-05 0.0006090878464426315 0.00089523209480121108 0.0010966214139872649 0.00019808686826710376 0.001298468476388447 0.00099584522721182247 0.00052505152858901155 0.0008375861547048136 0.00078234089387758477 0.0001824125421207156 0.00068978705536947005 0.0012519355952644944 0.00061124369819244681 0.00080543458482559068 0.0010004367073529273 0.00061382512925859788 0.00028607574539377551 0.00084393929598355812
leaf_weight=68 62 63 69 75 101 88 63 60 77 55 76 61 52 52 175 1564 94 72 59
leaf_count=68 62 63 69 75 101 88 63 60 77 55 76 61 52 52 175 1564 94 72 59
internal_value=0 0.000949566 0.000412749 0.000745525 0.000484138 0.000988932 0.000666581 0.000581955 0.000589906 0.000491418 0.000376051 0.000975503 0.000984333 0.00097395 0.000988724 0.000980833 0.000733164 0.000394968 0.000735246
internal_weight=0 2528 458 409 396 2119 334 295 271 194 139 2031 1970 1902 1791 1739 163 132 111
internal_count=2986 2528 458 409 396 2119 334 295 271 194 139 2031 1970 1902 1791 1739 163 132 111
is_linear=0
shrinkage=0.0032998


Tree=5768
num_leaves=23
num_cat=0
split_feature=1 16 150 51 0 159 52 0 16 12 39 130 1186 1375 1 12 132 16 13 402 151 42
split_gain=0.655387 0.244115 0.286003 0.328634 0.359575 0.201117 0.211102 0.269431 0.186467 0.149133 0.239811 0.161545 0.188898 0.123978 0.146805 0.343742 0.272452 0.267975 0.246698 0.141699 0.11927 0.118153
threshold=0.095920000000000019 -0.52819999999999989 0.09202500000000001 -0.20636999999999997 -0.13843999999999998 0.11035500000000001 0.056265000000000009 -0.0033699999999999993 -0.096149999999999985 -0.0066799999999999993 0.08950000000000001 -0.08075499999999998 0.048730000000000002 0.083800000000000013 0.076160000000000019 0.084130000000000024 0.025710000000000004 -0.08267999999999999 -0.085234999999999991 -0.43418999999999991 -0.071694999999999995 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=9 20 3 -3 8 6 7 -6 -5 10 -1 -11 13 14 15 18 17 -16 -13 -17 -2 -8
right_child=1 2 -4 4 5 -7 21 -9 -10 11 -12 12 -14 -15 16 19 -18 -19 -20 -21 -22 -23
leaf_value=0.023190982127811378 0.0067967425410896381 0.014024097538479783 -0.0057915282640845145 0.001376998973727461 0.0053361429926304391 0.015083223485567471 0.015261421428553485 -0.0054584328928728755 -0.012165430456736008 0.0022950494104515807 0.0076842243981573854 0.007213743990544124 0.019726225556834114 0.015796220728040648 0.0042509550594136266 0.0011171312020603538 0.02361945888920514 0.01332651775783552 -0.0066434244579048011 0.010070546258659226 0.018111764760935976 0.0048150363276645422
leaf_weight=63 55 95 80 60 193 54 61 99 55 76 52 81 58 98 130 53 52 322 66 1068 52 63
leaf_count=63 55 95 80 60 193 54 61 99 55 76 52 81 58 98 130 53 52 322 66 1068 52 63
internal_value=0 0.00477922 0.00371626 0.00483747 0.00334255 0.00540824 0.00414803 0.00167019 -0.00508419 0.0102764 0.0161949 0.00993589 0.0102362 0.00994085 0.009616 0.00864526 0.0120547 0.0107203 0.000979936 0.00964884 0.0123124 0.00996847
internal_weight=0 867 760 680 585 470 416 292 115 2119 115 2004 1928 1870 1772 1268 504 452 147 1121 107 124
internal_count=2986 867 760 680 585 470 416 292 115 2119 115 2004 1928 1870 1772 1268 504 452 147 1121 107 124
is_linear=0
shrinkage=0.16829


Tree=5769
num_leaves=30
num_cat=0
split_feature=4 3 3 43 3 11 0 43 0 15 156 3 0 15 13 133 3 0 4 3 13 13 51 4 3 131 4 43 3
split_gain=12.4174 4.49991 2.49269 1.31945 1.30934 0.857255 0.76115 0.708014 0.639988 0.544257 0.521172 0.657246 0.467313 1.05487 0.418064 0.36136 0.346037 0.28024 0.318177 0.228931 0.204459 0.242436 0.20186 0.1849 0.177994 0.172982 0.17049 0.095908 0.0776417
threshold=0.31392000000000003 -0.06533499999999999 0.28833000000000003 -0.035884999999999993 -0.082634999999999986 1.0000000180025095e-35 -0.062714999999999979 -0.22971499999999997 -0.096849999999999978 0.039965000000000007 0.093155000000000002 0.095880000000000007 -0.18713499999999997 -0.41725999999999991 -0.0088749999999999992 0.024980000000000006 -0.11017499999999998 -0.072374999999999981 -0.00076499999999999995 -0.080349999999999991 0.0040450000000000009 -0.091849999999999987 -1.0000000180025095e-35 0.55074000000000012 -0.070724999999999996 0.089115000000000014 -0.012865 -0.14839499999999997 -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 2 2
left_child=1 5 3 7 -2 6 8 -3 15 22 11 17 -6 23 26 -1 -8 18 -5 20 21 -10 -7 -14 25 -21 -9 -22 -18
right_child=4 2 -4 10 12 9 16 14 19 -11 -12 -13 13 -15 -16 -17 28 -19 -20 24 27 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0010243942700057789 0.00094341567723868469 0.0012478648434585914 0.00044282092029189149 0.0011487703909886006 0.00071038242159557319 0.0015900094142888668 0.00089988431568834601 0.001065861498716805 0.0012095953267979053 0.001841816280510162 0.0015237370724692288 0.00095380934286387479 0.0006559809680024832 -1.6204129572591069e-05 0.00056733606577945035 0.0013632756683330403 0.0013211871965771694 0.0011002087369560293 0.0014693587017208891 0.0013192971645907049 0.0013749062793819535 0.0014340850640600629 0.0013007832688175474 0.00039491260765071602 0.0014791807057877274 0.0011416200693414227 0.00081641916454077465 0.0012119323859450769 0.0011318715499967053
leaf_weight=96 82 54 68 53 60 54 55 52 58 58 57 99 68 53 53 55 52 68 100 274 85 868 56 54 59 81 76 86 52
leaf_count=96 82 54 68 53 60 54 55 52 58 58 57 99 68 53 53 55 52 68 100 274 85 868 56 54 59 81 76 86 52
internal_value=0 0.001275 0.00104304 0.00110968 0.000583996 0.00135428 0.00133335 0.000915029 0.00135431 0.00158095 0.00123092 0.00117865 0.000458431 0.000371847 0.000815536 0.00114806 0.00111398 0.00127921 0.00135854 0.0013749 0.00140031 0.00142006 0.00144309 0.000540715 0.00130749 0.00127886 0.00091803 0.00129315 0.00122687
internal_weight=0 2669 680 612 317 1989 1821 235 1662 168 377 320 235 175 181 151 159 221 153 1511 1097 926 110 122 414 355 128 171 104
internal_count=2986 2669 680 612 317 1989 1821 235 1662 168 377 320 235 175 181 151 159 221 153 1511 1097 926 110 122 414 355 128 171 104
is_linear=0
shrinkage=0.0032998


Tree=5770
num_leaves=26
num_cat=0
split_feature=2 12 3 43 2 43 457 12 13 376 42 43 2 52 3 3 2 3 3 157 1210 3 12 50 50
split_gain=7.71779 3.70046 2.39048 2.33935 1.78998 1.14042 0.965349 0.704358 0.592969 0.477107 0.42512 0.423434 0.349715 0.299031 0.621806 0.251751 0.232204 0.410113 0.369806 0.354847 0.217068 0.186278 0.181177 0.127449 0.0973003
threshold=0.11891500000000001 1.0000000180025095e-35 0.11745500000000002 -0.069434999999999983 0.14870000000000003 -0.095314999999999983 0.08351500000000002 0.093125000000000013 -0.073514999999999983 0.083705000000000016 -0.097789999999999988 -0.14386499999999997 0.085730000000000015 -0.54533999999999982 -0.097199999999999995 0.040040000000000006 0.10085000000000001 -0.15288999999999997 -0.11017499999999998 -0.077294999999999989 -0.047399999999999991 0.090170000000000014 0.095775000000000013 0.08956500000000002 0.10350000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 -1 12 16 -2 -7 -9 -12 -5 -13 -15 -6 17 -3 -19 24 -21 -14 -10 -16 -20
right_child=4 7 -4 6 15 9 -8 10 22 -11 11 13 21 14 23 -17 -18 18 19 20 -22 -23 -24 -25 -26
leaf_value=0.0010059094730586061 0.00046548320808975364 0.0014188124483832656 0.00030133104404095703 0.0014018113299476144 0.00032074766863075842 0.0002645037192716246 0.00069765113268852703 0.0012453049291163175 0.00071689441562829798 0.000650964847769969 0.00071579785706466013 0.0012550673566153051 0.00099293469999887593 0.00064571886129689696 0.0009957567331331837 1.4831518203592007e-05 0.00098677932142059144 0.00087365446888267115 0.0013526446277992621 0.0012692712195502332 0.0011135862914556547 0.0012293970653287198 0.00097052041729057536 0.0011258720777982492 0.0011736088480496221
leaf_weight=59 84 63 89 63 62 70 54 79 76 70 58 52 79 52 345 56 97 54 116 114 871 72 54 115 52
leaf_count=59 84 63 89 63 62 70 54 79 76 70 58 52 79 52 345 56 97 54 116 114 871 72 54 115 52
internal_value=0 0.00103677 0.000797558 0.000892053 0.000502562 0.000620613 0.00109348 0.00110107 0.000682538 0.000457986 0.00101558 0.00098635 0.00119319 0.00101411 0.000989569 0.000175866 0.00114488 0.00115693 0.00114323 0.00115583 0.00113164 0.00110592 0.000822518 0.00102836 0.00129744
internal_weight=0 2624 556 467 332 199 268 2068 214 140 701 622 214 564 512 118 1367 1270 1207 1153 985 151 130 460 168
internal_count=2956 2624 556 467 332 199 268 2068 214 140 701 622 214 564 512 118 1367 1270 1207 1153 985 151 130 460 168
is_linear=0
shrinkage=0.0032998


Tree=5771
num_leaves=23
num_cat=0
split_feature=4 1 155 3 15 1 47 14 4 151 3 42 50 43 1 50 4 3 43 474 42 15
split_gain=14.3186 4.20336 2.11101 1.34844 1.25131 1.2042 1.09986 0.779666 0.799996 0.744881 0.722996 0.644252 0.542841 0.376644 0.372105 0.32193 0.284693 0.30127 0.251607 0.219662 0.249281 0.138549
threshold=0.31392000000000003 0.095435000000000006 0.090655000000000013 -0.036264999999999992 0.015700000000000002 0.14860500000000001 0.091930000000000012 0.064610000000000015 0.022635000000000006 -0.06189999999999999 -0.12077499999999998 0.088685000000000014 0.088160000000000002 -0.06538999999999999 0.11392000000000001 0.11875500000000001 0.18095500000000003 -0.080454999999999985 -0.011714999999999998 0.083685000000000023 -0.10080499999999999 -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
left_child=1 7 3 12 6 11 9 8 10 -5 -1 14 13 -3 -2 19 17 -10 -19 20 -12 -21
right_child=5 2 -4 4 -6 -7 -8 -9 16 -11 15 -13 -14 -15 -16 -17 -18 18 -20 21 -22 -23
leaf_value=0.00087678563760353338 0.00072133737187913389 0.00093829080972444889 0.0013074698504848441 0.0005746691044396249 0.0010077409071107464 -0.00011631115796538328 0.00083461903173135744 0.0014512542764166917 0.0010860057703680861 7.3925536563629039e-05 0.0013400474457997053 0.00019865228180113257 0.0011753302380235651 0.00059058240554410988 0.00041551340265332957 0.00097674379863168072 0.0011290914362676163 0.00067380541175325387 0.00096936240068818834 0.0013952235305542244 0.0011628614330716081 0.00121739831598468
leaf_weight=91 76 98 84 55 55 52 55 91 66 79 96 87 67 53 103 82 91 70 59 88 1239 119
leaf_count=91 76 98 84 55 55 52 55 91 66 79 96 87 67 53 103 82 91 70 59 88 1239 119
internal_value=0 0.00108379 0.000825735 0.000738071 0.00056919 0.000342419 0.000441383 0.00115113 0.00113746 0.000279718 0.00116451 0.000432228 0.000926931 0.000816481 0.000545557 0.00118061 0.000975133 0.000903106 0.000809256 0.00119143 0.00117563 0.00129317
internal_weight=0 2638 546 462 244 318 189 2092 2001 134 1715 266 218 151 179 1624 286 195 129 1542 1335 207
internal_count=2956 2638 546 462 244 318 189 2092 2001 134 1715 266 218 151 179 1624 286 195 129 1542 1335 207
is_linear=0
shrinkage=0.0032998


Tree=5772
num_leaves=21
num_cat=0
split_feature=2 3 3 30 2 2 2 2 48 0 0 3 14 0 47 16 16 48 49 0
split_gain=14.501 6.0291 2.4969 1.98229 1.71921 1.30245 1.29334 1.33609 1.18942 0.86499 0.72825 0.709917 0.576176 0.563866 0.426211 0.303222 0.266801 0.253649 0.206727 0.137502
threshold=0.13554000000000002 -0.046079999999999989 0.30863500000000005 0.086055000000000006 0.10406500000000002 0.16423500000000002 0.11366500000000002 -1.0000000180025095e-35 0.084095000000000017 -0.056754999999999993 -0.12851999999999997 -0.095789999999999986 0.073890000000000011 -0.11327499999999999 0.11224000000000002 -0.0038249999999999998 -0.33811499999999994 0.093225000000000016 -0.071579999999999991 -0.14164999999999997
decision_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 8 9 7 -1 15 -2 16 -8 13 -9 17 19 -6 -15 -10 -3
right_child=5 2 -4 -5 10 -7 11 12 18 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.00087459334273754603 0.00025151625758965547 0.0013610291175078853 0.00025187333177009307 0.00042089194479081932 0.00078572116584796944 -3.5402734467608881e-05 0.00067317869050227176 0.0010025876481017434 0.0010784517909158758 0.00079857562984163755 0.0010888678982347525 0.0011731348252868011 0.0016268964128442445 0.0013514652227715354 0.0010842651904067369 0.0014972929001268516 0.00046782290688891467 0.0011834773088582136 0.00080819496724417151 0.0011208435732007361
leaf_weight=73 68 53 55 60 65 78 52 60 65 59 61 78 70 1612 75 92 53 108 62 57
leaf_count=73 68 53 55 60 65 78 52 60 65 59 61 78 70 1612 75 92 53 108 62 57
internal_value=0 0.00120977 0.000924064 0.000989091 0.00105613 0.000299793 0.00129339 0.00131419 0.00119794 0.000505939 0.000795296 0.000973423 0.00133084 0.00131965 0.00133023 0.00135566 0.000643235 0.00134094 0.000946793 0.00123689
internal_weight=0 2751 623 568 508 205 2128 1998 329 127 179 130 1925 1855 1795 202 118 1720 127 110
internal_count=2956 2751 623 568 508 205 2128 1998 329 127 179 130 1925 1855 1795 202 118 1720 127 110
is_linear=0
shrinkage=0.0032998


Tree=5773
num_leaves=29
num_cat=0
split_feature=1 2 52 52 15 2 2 1 2 1 16 0 16 2 0 0 43 3 0 0 52 52 15 16 52 43 157 2
split_gain=21.2162 5.59803 3.76437 3.07043 2.34442 1.3148 1.09325 2.39922 0.502768 0.48106 0.803443 0.494847 0.476678 0.415824 0.413519 0.341689 0.408933 0.349399 0.923121 0.39311 0.223126 0.670394 0.347847 0.231209 0.208311 0.230008 0.193297 0.0928517
threshold=0.095920000000000019 0.14290000000000003 -0.41694999999999993 0.20131000000000002 0.086035000000000014 0.12336000000000001 0.095850000000000005 0.11883500000000001 0.25063000000000007 0.11215000000000001 -0.095564999999999983 -0.14164999999999997 -0.4193599999999999 0.093320000000000014 -0.070664999999999992 -0.076589999999999978 -0.036849999999999994 0.085880000000000012 -0.14920999999999998 -0.105195 0.024870000000000003 -0.090304999999999983 -0.075094999999999981 -0.061024999999999989 0.11122500000000002 -0.052849999999999994 -0.077294999999999989 0.10449000000000001
decision_type=2 2 2 2 2 2 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 27 4 6 13 7 14 -3 10 -8 -11 -9 15 -4 17 -17 18 -1 -20 21 22 -15 -23 -22 -26 -21 -2
right_child=1 8 3 -5 -6 -7 9 12 -10 11 -12 -13 -14 20 -16 16 -18 -19 19 26 24 23 -24 -25 25 -27 -28 -29
leaf_value=0.0018682666561969327 0.0013670493561821534 0.00033439213691420662 0.001349348170548448 0.001359369349201351 0.0013013061504783001 0.00095377174756871089 0.00061429158725758641 0.00021318960413689437 -0.00010178142047395701 0.00086181504913110819 7.2365439322843487e-05 0.00044122659988763292 0.00065715194727209466 0.0016542753786604422 0.0009453135096902114 0.0011325679139926534 0.0014734262338407379 0.0012216119091201143 0.0011898007966902012 0.0015884353174153544 0.0015481643186712293 0.0012349842807938432 0.0013180388094266107 0.00094792270516698776 0.0014555295223796798 0.0012021448905656939 0.0014635709410730337 0.001569378898887093
leaf_weight=67 53 59 52 93 64 65 56 52 56 53 64 73 54 53 61 74 83 57 54 165 96 72 98 56 98 69 1003 56
leaf_count=67 53 59 52 93 64 65 56 52 56 53 64 73 54 53 61 74 83 57 54 165 96 72 98 56 98 69 1003 56
internal_value=0 0.000798795 0.000905268 0.000806016 0.000708668 0.00141742 0.000627024 0.00079684 0.000121688 0.000475704 0.000325558 0.00061842 0.000439691 0.00143214 0.00113155 0.00146069 0.00131299 0.0014779 0.0014892 0.00146839 0.0013529 0.00128657 0.00143629 0.00110967 0.00142313 0.00135105 0.00148124 0.00147132
internal_weight=0 846 731 622 529 2110 465 219 115 246 120 126 106 2045 113 1503 157 1346 1289 1222 542 279 151 128 263 167 1168 109
internal_count=2956 846 731 622 529 2110 465 219 115 246 120 126 106 2045 113 1503 157 1346 1289 1222 542 279 151 128 263 167 1168 109
is_linear=0
shrinkage=0.0032998


Tree=5774
num_leaves=17
num_cat=0
split_feature=4 12 2 457 0 0 15 48 15 4 51 4 4 0 12 2
split_gain=1.23726 0.535869 0.518029 0.292366 0.296508 0.274534 0.4377 0.268659 0.287828 0.235042 0.335713 0.214831 0.202557 0.263707 0.132337 0.0429829
threshold=0.31392000000000003 0.099170000000000022 0.14938500000000002 0.13951000000000002 -0.18240499999999996 -0.105195 -0.46772999999999992 0.093225000000000016 -0.070454999999999976 -0.22295999999999996 -0.021939999999999998 0.42642000000000008 -0.14345499999999997 -0.13165999999999997 0.082425000000000012 0.09167500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 -1 11 -7 9 14 10 -6 -2 -11 -14 -9 -16
right_child=1 -3 -4 -5 7 6 -8 8 -10 12 -12 -13 13 -15 15 -17
leaf_value=0.02165284378404797 0.0029609368575692972 -0.013895160078406823 -0.004596094601786253 -0.00057215941582169244 0.010848605499952618 0.0094347947836837271 -0.010181870437502287 0.0034377246151807588 -0.0034016072000616422 0.0029105293166951638 0.025557664211026451 0.016894507525805031 0.0048092926018067578 0.012674998562041212 0.010068758235161552 0.017046980980465285
leaf_weight=90 69 60 55 52 88 57 74 57 63 70 89 58 130 1840 52 52
leaf_count=90 69 60 55 52 88 57 74 57 63 70 89 58 130 1840 52 52
internal_value=0 0.000423904 0.0115417 0.0118861 0.0121427 0.00376088 -0.00163266 0.0117914 0.00622082 0.0123534 0.0182548 0.00933845 0.0118405 0.0121569 0.00999728 0.0135751
internal_weight=0 318 2638 2583 2531 258 131 2441 224 2217 177 127 2040 1970 161 104
internal_count=2956 318 2638 2583 2531 258 131 2441 224 2217 177 127 2040 1970 161 104
is_linear=0
shrinkage=0.16829


Tree=5775
num_leaves=14
num_cat=0
split_feature=3 30 123 12 484 159 480 52 51 48 42 16 12
split_gain=0.648118 0.467328 0.18932 0.32734 0.253321 0.465662 0.270438 0.175983 0.164984 0.13489 0.0919071 0.0902006 0.187485
threshold=0.3148450000000001 0.086220000000000019 0.080635000000000012 -0.038859999999999992 0.085790000000000019 0.073745000000000019 -0.060589999999999998 0.5140450000000002 0.13831000000000002 0.086410000000000015 0.087665000000000007 -0.0015099999999999998 0.084355000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 11 -5 8 -8 10 -4 12 -6
right_child=-2 -3 9 4 5 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=0.020600741599046086 -0.0050762099396429285 -0.0048892043922649595 0.012880455580783674 9.9651215846407776e-05 0.0038281843832645638 -0.0074348304004736732 0.010665718397437143 0.0022243892332249452 0.018739127948660974 -0.0015346236443266013 0.0029573915838316416 0.0035141095222681515 0.017103014949002428
leaf_weight=82 90 63 55 71 52 66 2002 68 75 67 52 58 73
leaf_count=82 90 63 55 71 52 66 2002 68 75 67 52 58 73
internal_value=0 0.00942121 0.0097532 0.0101206 0.00977129 0.00466868 0.0103438 0.0106821 0.0109581 0.00436431 0.00807482 0.0090437 0.0115951
internal_weight=0 2784 2721 2547 2465 249 2216 2145 2077 174 107 183 125
internal_count=2874 2784 2721 2547 2465 249 2216 2145 2077 174 107 183 125
is_linear=0
shrinkage=0.16829


Tree=5776
num_leaves=25
num_cat=0
split_feature=1 3 40 1 4 4 14 3 3 52 13 1 1 0 1 0 3 4 12 52 1 4 13 52
split_gain=15.4289 4.05222 1.63793 1.53697 1.49903 1.04816 0.694923 0.661411 0.99944 0.660593 0.654609 0.416976 0.40698 0.408041 0.360013 0.356745 0.439099 0.324019 0.369508 0.26328 0.262502 0.250598 0.241103 0.0948136
threshold=0.10684 -0.053364999999999996 -0.079539999999999986 0.14996500000000004 0.40318000000000004 0.024470000000000002 0.073890000000000011 0.090170000000000014 0.3148450000000001 0.28122000000000008 -0.010834999999999999 0.11617500000000001 0.083670000000000008 -0.11214999999999999 0.12829500000000002 -0.079324999999999993 0.085880000000000012 -0.5055599999999999 0.078120000000000009 -1.0000000180025095e-35 0.11497000000000002 -0.00090499999999999988 -0.08156999999999999 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=2 4 -1 7 11 6 9 14 20 15 22 -2 13 -7 -3 16 21 -17 -19 -15 -9 -4 -11 -21
right_child=1 3 5 -5 -6 12 -8 8 -10 10 -12 -13 -14 19 -16 17 -18 18 -20 23 -22 -23 -24 -25
leaf_value=0.00080283304107595197 0.0014323404743493817 0.00049888546621580773 0.0013222531103542561 -9.6992203054465219e-05 0.00058455784796652207 0.0013540927017995092 0.0016317299810689266 0.00064540931072902628 0.00027926198118837528 0.0013894543024324643 0.00078686915931033244 0.0010546468647837273 0.00089320871917486402 0.0012257290499724743 0.00017996990178212519 0.0014420634652135527 0.0010280455470279754 0.00094123759859652471 0.0012252968480078409 0.00086074282508681002 0.00095932920778802613 0.0014845900269925213 0.0011002441685908993 0.0010569937892994047
leaf_weight=94 55 87 879 52 61 77 60 53 54 52 57 79 92 71 70 65 52 58 416 53 67 122 86 62
leaf_count=94 55 87 879 52 61 77 60 53 54 52 57 79 92 71 70 65 52 58 416 53 67 122 86 62
internal_value=0 0.000627136 0.00123046 0.00042983 0.00101448 0.0012487 0.00128036 0.0005127 0.00065306 0.00126855 0.00108613 0.00120993 0.00108383 0.00115038 0.000356918 0.00129087 0.0013266 0.001221 0.00119061 0.00106586 0.000820975 0.00134207 0.00120948 0.000966854
internal_weight=0 578 2296 383 195 2202 1847 331 174 1787 195 134 355 263 157 1592 1053 539 474 186 120 1001 138 115
internal_count=2874 578 2296 383 195 2202 1847 331 174 1787 195 134 355 263 157 1592 1053 539 474 186 120 1001 138 115
is_linear=0
shrinkage=0.0032998


Tree=5777
num_leaves=11
num_cat=0
split_feature=10 16 10 39 151 457 39 49 16 1453
split_gain=0.653079 0.802569 0.459298 0.203829 0.264207 0.29443 0.27621 0.24338 0.229856 0.168178
threshold=-0.00189 -0.072904999999999984 0.057650000000000007 0.098380000000000009 0.08357500000000001 0.085130000000000025 0.086175000000000015 0.15665000000000004 -0.011349999999999997 -0.067664999999999989
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 9 -7 -2
right_child=2 -3 -4 -5 -6 8 -8 -9 -10 -11
leaf_value=-0.014558169711164812 0.0019594917244088487 0.010152863351698816 -0.0046108052690616731 0.0015882640992951188 0.00049265504948796054 0.022813385125637874 0.021030504479818246 -0.0016004435805410829 0.0093369655959504635 0.0096205953717388316
leaf_weight=77 85 72 70 97 90 85 56 59 63 2120
leaf_count=77 85 72 70 97 90 85 56 59 63 2120
internal_value=0 -0.00260521 0.00882778 0.00918277 0.00947005 0.0097967 0.00933073 0.00904054 0.0170889 0.00932608
internal_weight=0 149 2725 2655 2558 2468 2320 2264 148 2205
internal_count=2874 149 2725 2655 2558 2468 2320 2264 148 2205
is_linear=0
shrinkage=0.16829


Tree=5778
num_leaves=26
num_cat=0
split_feature=4 12 2 2 4 12 2 15 49 4 0 14 3 0 4 16 51 12 3 133 16 51 475 50 16
split_gain=22.3343 7.98 2.74981 2.97334 2.72541 1.59594 1.54233 1.18174 1.03439 0.845752 0.718346 0.977392 0.6 0.521051 0.554978 0.518178 0.356575 0.331989 0.308635 0.269385 0.407289 0.248284 0.243201 0.143911 0.110117
threshold=0.31392000000000003 0.056995000000000011 0.10979000000000001 0.079770000000000021 -0.0048949999999999992 0.13936000000000001 0.13966500000000001 -1.0000000180025095e-35 0.082820000000000019 0.032770000000000001 -0.18240499999999996 -0.41128499999999996 0.28833000000000003 -0.079324999999999993 -0.097349999999999978 -0.11807499999999999 0.096685000000000007 0.090285000000000018 -0.0024599999999999995 -0.0062099999999999994 -0.094174999999999995 -0.39981499999999998 -0.082139999999999991 0.095955000000000013 0.054560000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 10 8 -5 13 -2 -12 -4 14 -3 17 22 -11 -13 23 -21 -17 -15 -16 -24
right_child=6 5 12 7 -6 -7 -8 -9 -10 15 11 18 -14 16 19 21 -18 -19 -20 20 -22 -23 24 -25 -26
leaf_value=0.00039964131839309 0.0010249124621061374 0.0020482035843104305 0.00096426267449047402 0.0011048669245251152 0.0014225547777709983 0.001063105808557572 0.00020539153781788791 0.0018093873268115854 0.0016418068537584873 0.0017486724763511451 0.00098473487841895294 0.00060981446058583268 0.00053897930840793285 0.0018183434243154769 0.0017845295874384175 0.0014547646545783951 0.0013277860018418297 0.0014326874842859171 0.00025209631895555581 0.0013839205720763809 0.0016805024687088865 0.0011645725472171548 0.0016294584392408365 0.0015973106995061893 0.001517174152791212
leaf_weight=60 66 53 98 87 54 53 82 99 72 86 52 53 58 61 393 76 52 66 53 57 561 59 312 55 156
leaf_count=60 66 53 98 87 54 53 82 99 72 86 52 53 58 61 393 76 52 66 53 57 561 59 312 55 156
internal_value=0 0.00153648 0.00117468 0.00132903 0.000884488 0.00163011 0.000593185 0.00152532 0.00134823 0.00164522 0.000734988 0.000613658 0.00080637 0.00167335 0.00171538 0.00147847 0.00159232 0.0016117 0.000431288 0.0016988 0.0016532 0.0013282 0.00161826 0.00176162 0.00159211
internal_weight=0 2568 528 372 114 2040 306 258 159 1987 224 158 156 1700 1119 287 581 152 106 1066 618 135 529 448 468
internal_count=2874 2568 528 372 114 2040 306 258 159 1987 224 158 156 1700 1119 287 581 152 106 1066 618 135 529 448 468
is_linear=0
shrinkage=0.0032998


Tree=5779
num_leaves=17
num_cat=0
split_feature=15 3 15 16 41 12 12 42 447 3 3 3 15 12 15 15
split_gain=0.677647 0.313851 0.342832 0.222604 0.203064 0.37146 0.18398 0.175794 0.177433 0.286319 0.490729 0.271961 0.213997 0.196425 0.141304 0.104739
threshold=-0.26361999999999991 0.10766000000000002 -0.018024999999999996 -0.089369999999999991 0.079395000000000007 0.084535000000000013 -0.09472499999999999 -0.16404499999999997 0.087065000000000017 -0.0037099999999999998 -0.046079999999999989 -0.012504999999999997 -0.031624999999999993 0.082595000000000016 -0.50173499999999993 -0.43587999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 -3 7 -6 -1 -2 9 10 13 -12 -11 -9 -8 -16
right_child=1 2 -4 -5 5 -7 14 8 -10 12 11 -13 -14 -15 15 -17
leaf_value=-0.0097955762698588925 0.018297975394844436 0.0010005385179965623 -0.0065713210873588751 0.015561650527427464 0.011923236413994641 -0.0079947591553647945 -0.005635874923518908 0.017640151549593332 -0.00042925293102017624 0.010123976710620252 -0.00587492048677079 0.0080120108472698775 0.022531913332695091 0.0093383309888000008 0.0096434706936393052 -0.00041503748541651839
leaf_weight=52 63 64 77 56 53 53 52 85 52 79 93 70 80 1828 62 55
leaf_count=52 63 64 77 56 53 53 52 85 52 79 93 70 80 1828 62 55
internal_value=0 0.00865512 0.00218018 0.0078107 0.00917376 0.00194729 -0.00103694 0.00949895 0.00925578 0.00948192 0.00895287 7.77704e-05 0.0163783 0.00970814 0.00164739 0.00489976
internal_weight=0 2653 197 120 2456 106 221 2350 2287 2235 2076 163 159 1913 169 117
internal_count=2874 2653 197 120 2456 106 221 2350 2287 2235 2076 163 159 1913 169 117
is_linear=0
shrinkage=0.16829


Tree=5780
num_leaves=25
num_cat=0
split_feature=1 12 1 4 4 1 14 0 0 4 16 1 14 4 52 16 474 0 148 15 12 12 16 12
split_gain=18.1446 4.72089 2.24454 2.19899 1.53449 1.03861 0.945689 1.33303 0.886556 0.711693 0.728684 0.665149 0.675319 0.659882 0.509856 0.409773 0.326529 0.207658 0.190861 0.284474 0.148621 0.223291 0.142599 0.0422205
threshold=0.10075500000000003 0.085465000000000013 0.12765500000000005 -0.17006499999999999 0.0060300000000000015 0.083670000000000008 0.073890000000000011 -0.10594499999999998 0.10446500000000002 -0.39175499999999991 0.0077850000000000011 0.14684500000000003 -0.23083499999999998 0.054720000000000012 1.0000000180025095e-35 -1.0000000180025095e-35 0.088410000000000002 -0.13165999999999997 -0.063794999999999977 -0.082809999999999981 0.086935000000000012 0.092605000000000007 0.4028000000000001 0.10119000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 13 -2 6 17 7 -1 9 -9 15 12 -5 22 18 -11 -12 -6 -14 -20 -19 -22 -3 -23
right_child=1 2 -4 11 5 -7 -8 8 -10 10 16 -13 14 -15 -16 -17 -18 20 19 -21 21 23 -24 -25
leaf_value=0.0014248077620535021 0.0016447404224985858 0.0019693968395602724 0.00097779796687240167 0.0012763511202675334 0.0018992828840449761 0.0012713960680618139 0.0022393612520538262 0.0022391092149726482 0.0014919879580559529 0.0018777540884493897 0.0016378614560066962 0.00059024437517597261 0.001020525769391125 0.0014850421970242585 0.0011924196176446528 0.0021298722726625953 0.0019356725570426271 0.0015088537594228468 0.00087451192166487996 0.00058249574820589246 0.0018506528528994576 0.0015432019102011563 0.0017425990171952338 0.0016805767756206725
leaf_weight=82 53 67 58 69 53 75 67 57 70 1183 204 55 52 87 57 77 52 55 128 52 78 55 64 68
leaf_count=82 53 67 58 69 53 75 67 57 70 1183 204 55 52 87 57 77 52 55 128 52 78 55 64 68
internal_value=0 0.00121389 0.00155613 0.00101111 0.00181161 0.00162158 0.00185231 0.00183726 0.00185783 0.00187408 0.00186033 0.00092971 0.000981765 0.00170984 0.000911309 0.00189319 0.00169849 0.00170646 0.000842091 0.000790347 0.0016664 0.00170934 0.00185886 0.00161944
internal_weight=0 742 276 466 2176 384 1792 1725 1643 1573 1516 413 358 218 289 1260 256 309 232 180 256 201 131 123
internal_count=2918 742 276 466 2176 384 1792 1725 1643 1573 1516 413 358 218 289 1260 256 309 232 180 256 201 131 123
is_linear=0
shrinkage=0.0032998


Tree=5781
num_leaves=29
num_cat=0
split_feature=1 3 3 2 2 2 2 0 124 3 0 2 2 0 43 11 3 0 43 43 3 1 47 403 159 474 0 3
split_gain=28.7592 5.32766 3.04705 2.39654 2.34648 1.23006 1.68113 1.09747 1.03699 0.926791 0.884046 0.761649 0.685939 0.47705 0.460491 0.442008 1.12776 0.350679 0.304901 0.284494 0.271913 0.26507 0.208958 0.145417 0.132258 0.160722 0.0709319 0.0513398
threshold=0.10557500000000002 -0.055389999999999988 -0.06533499999999999 0.11504500000000002 0.14561000000000004 -1.0000000180025095e-35 0.10859000000000001 -0.061204999999999989 -0.082389999999999977 0.085880000000000012 -0.14680499999999999 0.093200000000000019 0.088065000000000018 -0.049024999999999992 -0.0025899999999999994 1.0000000180025095e-35 -0.10175499999999998 -0.12368999999999998 -0.035884999999999993 0.066620000000000026 0.143375 0.085410000000000014 0.089575000000000016 0.08888500000000002 0.03981500000000001 0.086970000000000006 -0.078809999999999977 -0.00083499999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 13 5 -3 -7 10 -4 -8 -1 21 19 -2 24 16 -9 -13 -19 22 -11 -10 23 -12 25 -14 -16 -20
right_child=1 4 8 -5 -6 6 9 15 11 20 12 17 14 -15 26 -17 -18 18 27 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0021938093553847105 0.0017476571456263269 0.00050328790485232213 0.001148254245866259 0.0008490841806908444 0.00023180307315111067 0.0014301343945868491 0.00042592454904959344 0.0010615872255155135 0.0018832575524972786 0.0011273508091015477 0.0018398523756006143 0.0011896973986045009 0.0017128185885454553 0.0013516849530876801 0.0014978259483020724 0.0017790332267898919 0.0017173949245267686 0.0012957279042782382 0.001527614609051646 0.0020540726561094659 0.00080501612150177498 0.0016090206589402956 0.0016867290576047553 0.0019909191212995484 0.0018881798425454729 0.0019165839840200993 0.0016452867489146611 0.0016869332282142113
leaf_weight=65 88 87 82 70 89 62 52 53 72 55 710 52 340 55 93 56 63 52 52 75 62 90 94 84 87 52 72 54
leaf_count=65 88 87 82 70 89 62 52 53 72 55 710 52 340 55 93 56 63 52 52 75 62 90 94 84 87 52 72 54
internal_value=0 0.000927423 0.00172841 0.00135044 0.000705957 0.000838549 0.000964664 0.00178812 0.00148579 0.000793691 0.00181406 0.00156009 0.00179868 0.00159561 0.00171458 0.00153579 0.00141806 0.00142799 0.00150619 0.00185488 0.000956842 0.00173112 0.00183801 0.00185588 0.00176694 0.00173994 0.00156239 0.00160911
internal_weight=0 620 2298 213 407 318 231 1844 454 169 1672 372 1607 143 644 172 116 210 158 963 117 162 888 794 479 392 165 106
internal_count=2918 620 2298 213 407 318 231 1844 454 169 1672 372 1607 143 644 172 116 210 158 963 117 162 888 794 479 392 165 106
is_linear=0
shrinkage=0.0032998


Tree=5782
num_leaves=20
num_cat=0
split_feature=4 48 4 12 4 0 51 0 4 133 4 1 150 155 40 47 132 1 4
split_gain=0.446179 0.361596 0.269823 0.287605 0.478276 0.634071 0.377351 0.269722 0.200208 0.189528 0.291074 0.188348 0.169663 0.157507 0.14564 0.135382 0.120267 0.117116 0.0743548
threshold=0.27258000000000004 -0.085909999999999986 -0.51843499999999987 1.0000000180025095e-35 -0.17006499999999999 -0.063204999999999983 -0.067059999999999995 -0.12259499999999998 -0.15615999999999999 -0.14785999999999996 -0.079374999999999987 0.096160000000000009 0.085360000000000005 0.10389500000000002 -0.076114999999999988 0.11002500000000003 -0.10994 0.11406500000000001 0.51292000000000015
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 -4 6 -6 17 11 10 -10 -5 -8 15 -9 -11 -12 -2 -16
right_child=7 2 3 8 5 -7 12 14 9 13 16 -13 -14 -15 18 -17 -18 -19 -20
leaf_value=0.023207906186708253 0.0011271005055179047 0.021030208228154011 0.016480455728555891 -0.0040691641827526985 -0.0065330051614732008 -0.012021217328067733 0.011154659565790141 0.014190898177221 0.023485265173914489 0.010059395612690701 0.016568113038850647 0.0099245343496549496 0.0013454860910366295 0.00076824914039428868 0.0069537110538431786 0.0026103226925243903 0.0066222686344440179 -0.0090265266098719012 -0.00072480265473445185
leaf_weight=52 75 52 84 57 58 70 185 53 72 1556 56 52 69 58 89 73 92 56 59
leaf_count=52 75 52 84 57 58 70 185 53 72 1556 56 52 69 58 89 73 92 56 59
internal_value=0 0.00929421 0.00900798 0.00875538 0.00497942 0.00244569 0.00569723 0.00273278 0.00962731 0.0100286 0.0146891 0.00259025 0.00849704 0.00941975 0.00660813 0.00972668 0.0103977 -0.00319967 0.00388054
internal_weight=0 2586 2534 2482 466 382 312 332 2016 1907 220 109 254 1687 201 1629 148 131 148
internal_count=2918 2586 2534 2482 466 382 312 332 2016 1907 220 109 254 1687 201 1629 148 131 148
is_linear=0
shrinkage=0.16829


Tree=5783
num_leaves=19
num_cat=0
split_feature=4 393 1374 403 4 1 0 4 0 49 0 4 4 0 4 0 1212 4
split_gain=0.308595 0.271507 0.245125 0.235055 0.232135 0.225457 0.375887 0.277758 0.215424 0.420152 0.359692 0.369567 0.306485 0.181237 0.405834 0.165711 0.143345 0.142154
threshold=0.27258000000000004 0.086300000000000016 -0.068629999999999983 -0.081224999999999992 -0.51843499999999987 0.14684500000000003 -0.036459999999999992 0.51544000000000012 -0.14164999999999997 -0.07278999999999998 -0.11167499999999998 0.10686000000000001 -0.047099999999999996 -0.029849999999999998 -0.17006499999999999 -0.15270499999999995 0.097595000000000015 0.0067750000000000006
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 -4 6 7 15 9 -6 11 -10 -11 16 -15 -2 -12 -14
right_child=5 3 4 -5 8 -7 -8 -9 10 12 13 -13 17 14 -16 -17 -18 -19
leaf_value=-0.0028009714738752509 -0.0085631520797774547 0.007304863043953694 0.019380177987777834 -0.0086935121592606728 0.026180194322419949 -0.0071492313939124528 0.016340833089102315 0.011644443537911229 -0.01210940256731002 0.018450787222560817 0.0081842977546898142 0.0076725426143513685 -0.0027330998629749945 0.0079510204843540808 -0.0088917837769044734 0.0022923566332725704 0.013982684912077142 0.0094150721390942466
leaf_weight=57 70 52 53 52 53 59 58 53 52 62 1708 55 52 146 56 92 131 57
leaf_count=57 70 52 53 52 53 59 58 53 52 62 1708 55 52 146 56 92 131 57
internal_value=0 0.00773103 0.00808406 -0.00067705 0.00834066 0.00227288 0.00431574 0.0010634 0.00809323 0.0130707 0.00757333 -0.00192432 0.008997 0.00807213 0.00327283 -0.00238721 0.00859832 0.00360313
internal_weight=0 2586 2482 104 2425 332 273 215 2372 224 2148 107 171 2041 202 162 1839 109
internal_count=2918 2586 2482 104 2425 332 273 215 2372 224 2148 107 171 2041 202 162 1839 109
is_linear=0
shrinkage=0.16829


Tree=5784
num_leaves=25
num_cat=0
split_feature=1 3 12 2 1 50 2 0 4 4 4 1 4 43 3 4 3 1 47 49 1375 1212 1 0
split_gain=21.4053 3.44572 2.71707 1.62366 1.44418 1.43542 1.46043 0.86333 0.809124 0.703438 0.655717 0.85882 0.536976 0.57919 0.49592 0.410871 0.731675 0.349202 0.237491 0.205761 0.188779 0.235358 0.184758 0.0269859
threshold=0.10557500000000002 -0.069049999999999986 0.056995000000000011 0.11504500000000002 0.092395000000000019 0.077920000000000003 0.16002500000000003 -0.14680499999999999 0.27420500000000009 0.0043700000000000006 -0.12685999999999997 0.079805000000000015 0.032770000000000001 -0.072074999999999986 -0.0031199999999999995 -0.047099999999999996 0.018975000000000002 0.13654500000000003 0.10364500000000001 0.087485000000000021 0.048435000000000006 0.058905000000000006 0.11617500000000001 -0.092344999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 22 15 6 8 -4 9 -3 11 -9 18 23 -6 -1 -17 -10 20 -15 21 -12 -2 -14
right_child=1 5 7 -5 14 -7 -8 10 17 -11 12 -13 13 19 -16 16 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0016229661172888574 0.0015573388341229544 0.0006937913748826099 0.0019818570915349637 0.00079324491155363024 0.00079571700333282147 0.0011110465775886608 0.00013965274672252494 0.0010468698869777651 0.00064868039325506296 0.0011687922171130737 0.0015982488101787538 0.0016387358667008397 0.0015490891133109594 0.00113811317905466 0.0011966692267156964 0.001547808117129253 0.0010770013247551743 0.00031515859085919003 0.0014139057440771849 0.0014228533953612454 0.0017816679656397899 0.0017081300911444182 0.0012961983051155172 0.0016682890372673447
leaf_weight=90 71 88 62 63 61 74 61 56 99 56 1095 52 52 57 77 81 66 53 60 58 89 278 55 64
leaf_count=90 71 88 62 63 61 74 61 56 99 56 1095 52 52 57 77 81 66 53 60 58 89 278 55 64
internal_value=0 0.000855296 0.00154635 0.00122702 0.00128892 0.000692207 0.00060529 0.00159653 0.00070113 0.000878759 0.00158368 0.00133217 0.00159915 0.00144947 0.00101969 0.00144554 0.00133667 0.000532618 0.00162185 0.00128203 0.00163036 0.00162052 0.00144363 0.00161516
internal_weight=0 620 2298 189 375 431 357 1923 296 144 1861 108 1753 231 138 237 147 152 1522 115 1462 1373 126 116
internal_count=2918 620 2298 189 375 431 357 1923 296 144 1861 108 1753 231 138 237 147 152 1522 115 1462 1373 126 116
is_linear=0
shrinkage=0.0032998


Tree=5785
num_leaves=12
num_cat=0
split_feature=475 8 9 39 12 13 52 16 124 13 52
split_gain=0.40545 0.414887 0.43857 0.329508 0.484396 0.30574 0.228553 0.506179 0.245094 0.219342 0.163228
threshold=0.036560000000000002 0.079700000000000007 -1.0000000180025095e-35 0.10096000000000001 -0.097314999999999985 -0.16392499999999996 0.26760500000000004 0.053305000000000012 -0.076164999999999983 -0.41895499999999991 -0.036309999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 9 8 -8 -7 -6 -5
right_child=-2 -3 3 10 5 6 7 -9 -10 -11 -12
leaf_value=-0.0047991868309026466 0.019217755619986704 0.02072478314298138 0.023380998208942929 0.0043891253830282799 0.0059761876992011987 -1.4834428827593473e-05 0.0066870084225612867 -0.011225815308858288 0.0084577304783470097 -0.0094000752709895857 -0.0088708931798893321
leaf_weight=91 79 61 53 53 52 101 206 57 2067 53 52
leaf_count=91 79 61 53 53 52 101 206 57 2067 53 52
internal_value=0 0.00698133 0.00667966 0.00706807 0.00744304 0.00710924 0.00749341 0.00279793 0.00806219 -0.00176805 -0.00216063
internal_weight=0 2846 2785 2694 2589 2536 2431 263 2168 105 105
internal_count=2925 2846 2785 2694 2589 2536 2431 263 2168 105 105
is_linear=0
shrinkage=0.16829


Tree=5786
num_leaves=23
num_cat=0
split_feature=4 123 2 2 52 1 1 14 43 0 4 1 15 51 0 42 12 483 43 51 42 15
split_gain=12.6924 4.20587 3.1104 1.31528 1.43391 1.98761 0.9572 0.929465 0.815342 0.687773 0.593937 0.541278 0.471654 0.411938 0.446458 0.427511 0.402596 0.368985 0.296837 0.24957 0.160719 0.121017
threshold=0.31392000000000003 0.080635000000000012 0.14870000000000003 0.092320000000000013 -0.41694999999999993 0.089625000000000024 0.12895500000000001 0.073890000000000011 -0.078734999999999986 0.040570000000000002 -0.014854999999999998 0.10174000000000001 -0.41725999999999991 0.0045000000000000014 -0.095199999999999993 0.086635000000000004 0.087855000000000003 0.089065000000000019 -0.049364999999999992 -0.095009999999999983 0.078120000000000009 -0.19631499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 11 9 18 13 -3 16 -7 20 -8 17 -15 -16 -6 19 -2 -1 -5 -20
right_child=6 8 -4 4 5 10 12 -9 -10 -11 -12 -13 -14 14 15 -17 -18 -19 21 -21 -22 -23
leaf_value=0.0011637820862154106 0.0004630655082573253 0.00044099832847186533 0.00048087109880127137 0.0011419417895189945 0.0014409652301684121 0.00094313161290415499 0.00043257883399406248 0.0016644918232862297 0.00095333675455639853 0.0007994590212862374 0.00048498544823199666 0.0016317742602930179 4.4696256425184784e-05 0.00087051979165820225 0.0014043904715588848 0.0010099869994622294 0.0011484803072795158 0.0010738391750892814 0.00086035758839736031 0.0013227828637358873 0.0013812771685206555 0.00063850511424034737
leaf_weight=123 57 89 61 69 61 54 97 70 55 56 73 62 53 54 70 54 363 80 60 1152 60 52
leaf_count=123 57 89 61 69 61 54 97 70 55 56 73 62 53 54 70 54 363 80 60 1152 60 52
internal_value=0 0.00118558 0.00121766 0.00123636 0.00112655 0.00104784 0.000488051 0.001291 0.000636928 0.00114508 0.000680065 0.0013765 0.000295762 0.00127393 0.00112318 0.00123292 0.00119064 0.0012937 0.000658514 0.00130747 0.00125353 0.000757669
internal_weight=0 2606 2462 2401 798 607 319 1603 144 480 127 191 150 1533 178 124 424 1355 169 1275 129 112
internal_count=2925 2606 2462 2401 798 607 319 1603 144 480 127 191 150 1533 178 124 424 1355 169 1275 129 112
is_linear=0
shrinkage=0.0032998


Tree=5787
num_leaves=15
num_cat=0
split_feature=44 124 9 1446 475 16 16 4 123 124 4 484 484 3
split_gain=0.485333 0.357789 0.303024 0.280483 0.238914 0.244907 0.236282 0.536594 0.22419 0.240667 0.157854 0.153662 0.333043 0.0725884
threshold=0.081835000000000019 -0.078224999999999989 1.0000000180025095e-35 0.11061000000000001 0.036560000000000002 -0.0070549999999999996 0.15273500000000004 -0.10701499999999999 0.088305000000000008 -0.087894999999999987 -0.041794999999999992 -0.077104999999999993 -1.0000000180025095e-35 -0.081634999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 11 7 -7 9 -1 -8 13 -13 -3
right_child=-2 2 -4 -5 -6 6 10 -9 -10 -11 -12 12 -14 -15
leaf_value=0.01096568893688832 0.022705577863211476 0.016252939678804364 0.016303076915511385 -0.0053423102671221242 0.016382025640514258 -0.013599923246541652 0.010474090728987926 0.0039413670449534571 -0.0093973656972011193 -0.0027211130866751695 0.0038101466964008432 -0.0058398988117599202 0.0078494539651354969 0.008749316565091635
leaf_weight=64 54 86 98 53 75 58 202 332 55 84 203 52 1443 66
leaf_count=64 54 86 98 53 75 58 202 332 55 84 203 52 1443 66
internal_value=0 0.00658733 0.00710557 0.00675415 0.00700957 0.00672099 0.00429027 0.00132806 -0.000214899 0.00318537 0.00713833 0.00789319 0.0073721 0.0130066
internal_weight=0 2871 2668 2570 2517 2442 795 390 203 148 405 1647 1495 152
internal_count=2925 2871 2668 2570 2517 2442 795 390 203 148 405 1647 1495 152
is_linear=0
shrinkage=0.16829


Tree=5788
num_leaves=12
num_cat=0
split_feature=14 1 45 40 40 149 151 48 123 41 10
split_gain=0.306254 0.338441 0.267536 0.233614 0.359445 0.196074 0.255422 0.367591 0.18952 0.181189 0.233207
threshold=0.073890000000000011 0.082135000000000014 0.08179500000000002 -0.08440499999999998 -0.09867999999999999 0.080585000000000004 1.0000000180025095e-35 0.087035000000000015 0.096720000000000014 0.084515000000000021 -0.063134999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 8 -8 9 10 -5
right_child=1 -3 -4 5 -6 -7 7 -9 -10 -11 -12
leaf_value=0.0066546593403312608 0.0048835874992692726 0.023957486844562843 0.016818545758055074 -0.0050971202622165385 -0.012432318284887426 0.015723643143923542 0.0058990277659374951 -0.012129629546812766 -0.0042837351354758236 0.01426230453127967 0.0058782945568299771
leaf_weight=59 52 54 57 56 53 52 73 57 53 71 2288
leaf_count=59 52 54 57 56 53 52 73 57 53 71 2288
internal_value=0 0.0146174 0.00539224 0.00515578 -0.00236153 0.00547417 0.00526833 -0.00199203 0.00565149 0.00587028 0.00561532
internal_weight=0 106 2819 2762 112 2650 2598 130 2468 2415 2344
internal_count=2925 106 2819 2762 112 2650 2598 130 2468 2415 2344
is_linear=0
shrinkage=0.16829


Tree=5789
num_leaves=22
num_cat=0
split_feature=44 14 12 0 12 4 4 4 16 48 13 0 0 15 0 3 12 15 15 15 15
split_gain=0.251061 0.2246 0.248134 0.520032 0.936136 0.356709 0.307951 0.184286 0.183006 0.180721 0.216638 0.146356 0.256498 0.134463 0.133706 0.130279 0.269277 0.108585 0.097003 0.0874182 0.075934
threshold=0.081835000000000019 0.073890000000000011 0.078120000000000009 0.10446500000000002 -0.11319999999999998 -0.37626499999999991 -0.019465 0.057200000000000008 -0.11227499999999999 0.083540000000000017 -0.050424999999999991 -0.065939999999999985 -0.10594499999999998 -0.0058149999999999999 -0.15445999999999996 -0.073309999999999986 0.096385000000000012 0.11180000000000002 -0.10192499999999999 -0.087984999999999994 -0.092609999999999984
decision_type=2 2 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 -4 15 20 12 18 -8 -3 16 -10 -17 -9 -14 -11
right_child=-2 14 7 -5 5 6 13 11 9 10 -12 -13 19 -15 -16 17 -18 -19 -20 -21 -22
leaf_value=0.020182850797539811 0.016145232130749761 0.0062444199559856944 0.013988473201028263 -0.013602338152677465 0.011743547696080343 -0.011520742858761665 -0.00051793226559208156 0.010315256765432565 0.0065546224922100101 0.0013893975502240366 -0.0057197103659415377 0.0075385532113137546 -0.010720649439942933 0.0086187620434740615 0.018269199588100901 0.014525322928059456 -0.00012672690025816608 0.0060610482025367828 1.278930095474986e-06 -0.0014700593499135965 0.010171403630224875
leaf_weight=78 54 54 75 59 70 69 370 52 1119 60 85 79 61 52 52 90 201 84 52 56 53
leaf_count=78 54 54 75 59 70 69 370 52 1119 60 85 79 61 52 52 90 201 84 52 56 53
internal_value=0 0.00454895 0.00425651 0.00150944 0.00290754 0.000502426 -0.00109652 0.0051833 0.00583835 0.00547602 0.000688247 0.00131908 -0.000896048 0.000603659 0.0121603 0.00610934 0.00553587 0.0104494 0.00517554 -0.00630837 0.00552429
internal_weight=0 2871 2765 698 639 561 491 2067 1767 1692 198 300 221 422 106 1494 1320 174 104 117 113
internal_count=2925 2871 2765 698 639 561 491 2067 1767 1692 198 300 221 422 106 1494 1320 174 104 117 113
is_linear=0
shrinkage=0.16829


Tree=5790
num_leaves=18
num_cat=0
split_feature=2 40 12 402 150 484 41 2 484 50 150 1429 1201 484 160 2 16
split_gain=0.474486 0.329661 0.233897 0.569383 0.39564 0.430134 0.176003 0.175122 0.163345 0.192557 0.159132 0.152895 0.155007 0.142221 0.137948 0.114946 0.15584
threshold=0.25063000000000007 -0.081079999999999985 0.083725000000000008 0.089310000000000014 -0.074759999999999979 0.095555000000000015 0.076195000000000013 1.0000000180025095e-35 -0.077104999999999993 -0.041284999999999995 0.075065000000000007 0.091270000000000004 -1.0000000180025095e-35 -0.082839999999999983 0.089280000000000012 0.088495000000000004 -0.011964999999999998
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 -3 6 7 -6 13 -10 -1 12 -11 15 -14 16 -4
right_child=-2 2 8 -5 5 -7 -8 -9 9 11 -12 -13 14 -15 -16 -17 -18
leaf_value=0.017727850613296563 -0.011659472898830299 -0.010695799312605269 0.010413171144572495 -0.015349614142757453 -0.0055085835270053864 0.018455169544054705 0.011189385957671296 0.0029425028838747694 -0.0047798855892000405 -0.0037085381572994594 0.0063952209836908667 -0.0042800573340760631 0.0048988599692632853 0.016723000080881862 0.011811126672541894 0.011198737582311524 -0.0017324010784151725
leaf_weight=74 53 57 52 53 82 53 61 450 63 56 68 52 1479 52 87 98 70
leaf_count=74 53 57 52 53 82 53 61 450 63 56 68 52 1479 52 87 98 70
internal_value=0 0.00439943 0.00399233 0.00146576 0.00273604 0.00392399 0.00262222 0.00163651 0.00494221 0.00433967 0.0123136 0.00468396 0.00497244 0.0087834 0.00528402 0.00689861 0.00342967
internal_weight=0 2907 2765 756 703 646 593 532 2009 1737 142 1674 1622 272 1566 220 122
internal_count=2960 2907 2765 756 703 646 593 532 2009 1737 142 1674 1622 272 1566 220 122
is_linear=0
shrinkage=0.16829


Tree=5791
num_leaves=15
num_cat=0
split_feature=3 1348 0 457 0 133 4 1 41 16 4 4 1 16
split_gain=0.371155 0.232976 0.216765 0.260832 0.269632 0.351022 0.311954 0.211699 0.201137 0.19294 0.284089 0.218461 0.141856 0.125918
threshold=0.35004500000000011 0.084490000000000023 -0.14755499999999996 0.092330000000000009 -0.108275 0.031880000000000012 -0.00090499999999999988 0.082535000000000011 0.078150000000000011 -0.085454999999999989 -0.074729999999999977 0.082475000000000007 0.11206000000000001 -0.095724999999999991
decision_type=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 11 -11 -6 13 -9
right_child=-2 -3 3 -5 8 -7 -8 12 -10 10 -12 -13 -14 -15
leaf_value=0.016433858994549348 -0.0083415444241396065 -0.0065571298327880946 -0.017519627721362282 0.014622086056650318 0.0080492635277175026 0.0090190114696433836 -0.0011561337957151226 -0.0027396150264846438 0.012287787864092627 -0.00016887243696674743 0.0043276590701113969 0.00063098906815958452 0.012857189800340642 0.0071246561490291987
leaf_weight=70 74 61 52 58 422 52 91 63 75 673 971 154 57 87
leaf_count=70 74 61 52 58 422 52 91 63 75 673 971 154 57 87
internal_value=0 0.00372168 0.00394427 0.00345702 0.00319623 -0.00280636 -0.00711906 0.00841977 0.00370703 0.00341634 0.00248583 0.00606902 0.00570101 0.00296969
internal_weight=0 2886 2825 2548 2490 195 143 277 2295 2220 1644 576 207 150
internal_count=2960 2886 2825 2548 2490 195 143 277 2295 2220 1644 576 207 150
is_linear=0
shrinkage=0.16829


Tree=5792
num_leaves=28
num_cat=0
split_feature=4 12 2 16 47 4 2 2 4 2 2 11 15 2 16 42 12 15 131 400 1447 49 4 16 47 131 2
split_gain=15.4577 4.40279 2.87274 1.28124 1.16518 0.911132 0.828517 0.733629 0.679754 0.647943 0.602387 0.527887 0.981927 0.495502 0.42762 0.32532 0.284404 0.243279 0.18308 0.200326 0.176514 0.171082 0.452414 0.158704 0.145076 0.127634 0.110749
threshold=0.31392000000000003 1.0000000180025095e-35 0.10859000000000001 0.12992000000000004 1.0000000180025095e-35 0.043640000000000005 0.079770000000000021 0.15305000000000002 -0.011369999999999998 0.11978500000000002 0.093470000000000011 1.0000000180025095e-35 0.039965000000000007 0.14019000000000004 -0.061714999999999992 0.09364500000000002 0.096675000000000025 -0.065984999999999988 0.021890000000000003 -0.083119999999999986 -0.064264999999999989 -1.0000000180025095e-35 0.51292000000000015 -0.072034999999999988 0.090515000000000026 0.09474500000000001 0.090755000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 9 -1 15 -8 11 -10 18 -13 23 16 21 26 -16 19 -3 -21 -2 -23 -4 25 -20 -7
right_child=7 5 13 -5 -6 14 8 -9 10 -11 -12 12 -14 -15 17 -17 -18 -19 24 20 -22 22 -24 -25 -26 -27 -28
leaf_value=0.0005619754327706516 0.00038887867454066985 0.0014492439189875903 0.00080691253977393238 0.0014430773838509283 0.0013979870313678023 0.0013799098716000479 0.0012946172788935403 4.1809254134383316e-05 0.001093667207505683 0.00090626314223404847 0.00059847668245618056 0.0012533279427118472 0.0017824416381160369 0.00028332230685766143 0.0010552463125096097 0.0002855867403202341 0.00096924975890010567 0.0007431650550836765 0.0014832643007856765 0.0013460829895996515 0.0012230338989474721 0.00078975003506754845 0.00040058381495446685 0.00055944741499754623 0.0011868723494948778 0.0013190222357665898 0.0011740174037552888
leaf_weight=69 55 53 53 80 56 52 55 52 53 52 55 97 64 52 60 74 54 52 83 151 1095 71 61 64 59 164 74
leaf_count=69 55 53 53 80 56 52 55 52 53 52 55 97 64 52 60 74 54 52 83 151 1095 71 61 64 59 164 74
internal_value=0 0.0011761 0.000909087 0.00107275 0.000969754 0.00124403 0.000866235 0.000400462 0.000994816 0.00127162 0.000841813 0.00128236 0.00146388 0.00055251 0.00107217 0.000471783 0.00117246 0.000910666 0.00126413 0.00124662 0.00123797 0.000545276 0.000610175 0.000671848 0.00133832 0.00137436 0.00125927
internal_weight=0 2647 537 368 288 2110 232 313 163 1818 108 1766 161 169 292 261 180 112 1605 1299 1246 187 132 117 306 247 126
internal_count=2960 2647 537 368 288 2110 232 313 163 1818 108 1766 161 169 292 261 180 112 1605 1299 1246 187 132 117 306 247 126
is_linear=0
shrinkage=0.0032998


Tree=5793
num_leaves=26
num_cat=0
split_feature=1 2 12 12 12 2 14 2 47 13 12 157 484 10 16 3 16 48 481 1 1 1 3 16 16
split_gain=13.9533 3.23822 2.5579 1.32878 0.932852 0.867426 0.862461 0.742147 0.730541 0.684554 0.648906 0.563242 0.389574 0.372236 0.367684 0.656799 0.430346 0.297717 0.339126 0.319063 0.268645 0.226509 0.19214 0.235483 0.0906369
threshold=0.10331000000000003 0.13966500000000001 0.085075000000000026 1.0000000180025095e-35 0.10595000000000002 0.25063000000000007 0.073890000000000011 -1.0000000180025095e-35 0.077735000000000012 -0.060719999999999989 0.11755500000000001 -0.066269999999999982 -0.0048899999999999994 -1.0000000180025095e-35 -0.040874999999999995 -0.0042999999999999991 -0.097179999999999975 0.093225000000000016 -0.047399999999999991 0.080320000000000016 0.11206000000000001 0.11378500000000001 -0.085744999999999988 -0.07027499999999999 -0.0094449999999999968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 8 21 -3 10 13 11 -9 12 -1 22 -2 16 -16 -13 18 -14 -20 -11 -4 -5 -24 -25
right_child=1 5 4 6 -6 -7 -8 9 -10 20 -12 14 17 -15 15 -17 -18 -19 19 -21 -22 -23 23 24 -26
leaf_value=0.00051546409885400515 0.00044557722665938365 0.00030164310228239781 0.001219368822339633 0.0013469203942517126 0.00063627661018731308 -0.00023685947489854138 0.0014872500801249189 0.00033489003730810134 0.0012325841322013767 0.00056642718917892046 0.00080906860678128757 0.00096508204836269257 0.0013343473844939814 5.1758746873447401e-05 0.00080261308432054293 0.0013061997146940336 0.00056251774020348803 0.00090794176788472672 0.0011270806091303982 0.0010071000461203503 0.00085179224690356149 0.0009539670144709069 0.0013549157963985016 0.0010142302223831521 0.0011704385900238568
leaf_weight=52 53 87 77 98 73 52 68 77 59 68 77 59 70 52 63 52 58 88 952 333 79 68 59 70 116
leaf_count=52 53 87 77 98 73 52 68 77 59 68 77 59 70 52 63 52 58 88 952 333 79 68 59 70 116
internal_value=0 0.000549977 0.000664275 0.00108702 0.000941651 9.99355e-05 0.00112072 0.000480374 0.000897247 0.000587793 0.00110732 0.000827458 0.00112016 0.000250879 0.000897235 0.00103063 0.000765821 0.00109616 0.00110835 0.00109602 0.000720026 0.00109515 0.00122102 0.00117052 0.00111184
internal_weight=0 686 547 2274 218 139 1931 329 343 224 1863 284 1786 105 232 115 117 1443 1355 1285 147 145 343 245 186
internal_count=2960 686 547 2274 218 139 1931 329 343 224 1863 284 1786 105 232 115 117 1443 1355 1285 147 145 343 245 186
is_linear=0
shrinkage=0.0032998


Tree=5794
num_leaves=29
num_cat=0
split_feature=1 52 1 4 47 1 1 52 1 4 0 0 16 4 0 0 133 16 0 0 4 4 0 52 133 4 43 123
split_gain=34.1195 7.19269 3.33182 2.36271 2.0284 1.31425 1.31134 1.26141 1.15168 0.990864 0.973734 0.885971 0.794129 0.756196 0.621663 0.572512 0.468993 0.39814 0.394435 0.367177 0.345616 0.621461 0.30277 0.275943 0.192225 0.176472 0.170405 0.165491
threshold=0.10471000000000001 -0.24841999999999997 0.12419000000000001 0.0060300000000000015 0.10070000000000003 0.091280000000000014 0.15190500000000004 0.084285000000000013 0.08346000000000002 -0.047714999999999987 0.060910000000000006 -0.13165999999999997 0.0097750000000000007 -0.083524999999999974 -0.11073999999999999 -0.097774999999999987 -0.032744999999999989 -0.0094449999999999968 -0.095724999999999991 -0.082234999999999989 -0.17006499999999999 -0.07718499999999999 -0.060094999999999989 0.088485000000000008 0.081310000000000007 0.27420500000000009 -0.072074999999999986 0.086990000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 7 10 12 17 11 20 13 -5 27 15 -15 -1 -17 25 -16 24 -7 -22 -20 -18 -13 -3 -21 -4
right_child=1 2 6 8 -6 9 -8 -9 -10 -11 -12 19 -14 14 18 16 23 -19 22 26 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0027566107199330152 0.0022361179216371456 0.0014414458274657471 0.0010322362486277633 0.0024790087366169996 0.0019985336487465268 0.0024307584238108708 0.00049549224342374128 0.0017483043442128913 0.0016942804775943235 0.0018039737800028155 0.0019320164565434421 0.0020001144167484043 0.0014195932511181632 0.0019572701683535647 0.0025575734059501655 0.0021708621867649546 0.0024109500771049134 0.00098194631058692167 0.0023012821701339599 0.0020094164927750516 0.0018335060779456035 0.0023043211576522903 0.0020387130464673692 0.002675550512454166 0.0022431421607135836 0.0011789809940075623 0.0017404184223458743 0.00079727085645357678
leaf_weight=59 90 57 97 56 62 57 54 59 102 101 71 74 54 61 65 78 223 65 935 53 52 78 53 57 78 60 57 52
leaf_count=59 90 57 97 56 62 57 54 59 102 101 71 74 54 61 65 78 223 65 935 53 52 78 53 57 78 60 57 52
internal_value=0 0.00136978 0.00123048 0.00222574 0.00146511 0.00227563 0.000953717 0.00132773 0.00200118 0.00206923 0.00231271 0.0020995 0.00107544 0.00233034 0.002285 0.00245137 0.00240097 0.0011912 0.00230395 0.00201825 0.00221232 0.00211627 0.00228723 0.00246494 0.00212506 0.00130715 0.00187035 0.000950471
internal_weight=0 650 560 2310 303 1890 257 241 420 288 1602 318 203 1531 1114 417 358 182 1053 262 187 130 988 280 152 117 110 149
internal_count=2960 650 560 2310 303 1890 257 241 420 288 1602 318 203 1531 1114 417 358 182 1053 262 187 130 988 280 152 117 110 149
is_linear=0
shrinkage=0.0032998


Tree=5795
num_leaves=26
num_cat=0
split_feature=1 1 52 0 1 52 4 158 0 52 1 0 0 1 51 0 43 156 1 50 43 0 4 0 52
split_gain=12.1934 2.7545 1.08076 1.03232 0.888662 0.815708 0.792559 0.691262 0.584508 0.646096 0.494317 0.864853 0.57665 0.485002 0.475776 0.453252 0.444106 0.395131 0.27843 0.274985 0.224969 0.221596 0.209283 0.111068 0.079927
threshold=0.10123500000000001 0.12381000000000002 -0.41694999999999993 0.148925 0.15720500000000001 0.13072500000000004 0.043640000000000005 0.078875000000000015 -0.13619499999999998 -0.018094999999999997 0.085780000000000009 -0.099704999999999974 -0.13843999999999998 1.0000000180025095e-35 0.11178000000000002 -0.074249999999999997 -0.013164999999999998 0.088735000000000022 0.10818500000000002 0.10406000000000001 -0.081694999999999976 -0.094949999999999993 0.10583000000000002 -0.10998999999999999 0.008405000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 15 8 10 13 18 -10 12 -12 -1 22 17 23 -17 21 -4 20 -13 -14 -8 -3 -22
right_child=1 4 5 -5 -6 -7 7 -9 9 -11 11 19 14 -15 -16 16 -18 -19 -20 -21 24 -23 -24 -25 -26
leaf_value=0.0013862300778693618 0.0010856826863227217 0.00033245993391741146 0.00022687770641367796 0.00058219020532263856 -8.4737048359670149e-05 0.0010210729417252425 0.00076815735123680472 0.0011478057095879585 0.00051827448584851571 0.00091692280910101213 0.00069871391251015305 0.00095771379436203775 0.0013003447741955553 0.00052410162041831841 0.00082504707619708551 0.00033798571345498006 0.00072560096669261264 0.00089980693300266673 0.00053490879052571938 0.00086698149419181243 0.0011149852095302607 0.0011150074634784816 0.001008613365512394 0.00012346955862833263 0.0012659772718341567
leaf_weight=80 73 61 52 52 52 54 82 86 95 84 91 98 78 54 68 68 62 91 85 72 196 1040 80 52 53
leaf_count=80 73 61 52 52 52 54 82 86 95 84 91 98 78 54 68 68 62 91 85 72 196 1040 80 52 53
internal_value=0 0.000553471 0.000718039 0.00104317 0.00030622 0.000645409 0.0010542 0.000896677 0.000581102 0.000705547 0.00107966 0.000991444 0.00111279 0.000796527 0.00109564 0.000390027 0.000523119 0.00111083 0.000418249 0.00105494 0.00109383 0.00112797 0.000887119 0.000236599 0.00114727
internal_weight=0 738 443 2221 295 370 2169 302 316 179 1867 510 1357 216 1277 243 130 1209 137 419 347 1118 162 113 249
internal_count=2959 738 443 2221 295 370 2169 302 316 179 1867 510 1357 216 1277 243 130 1209 137 419 347 1118 162 113 249
is_linear=0
shrinkage=0.0032998


Tree=5796
num_leaves=25
num_cat=0
split_feature=4 2 12 4 133 2 4 52 2 13 1375 133 1211 133 160 16 13 4 2 1209 12 2 2 52
split_gain=15.4341 3.32038 1.95866 1.73988 1.10564 1.06104 0.886271 0.477581 0.462136 0.453496 0.451146 0.435269 0.618801 0.475965 0.434694 0.685594 0.403926 0.354996 0.369211 0.269774 0.253291 0.155473 0.10469 0.103463
threshold=0.31392000000000003 0.13388500000000003 1.0000000180025095e-35 -0.17568999999999999 0.085355000000000014 0.095850000000000005 -0.011369999999999998 -0.043914999999999989 0.14808000000000002 -0.15747499999999998 -0.073619999999999991 -0.07192999999999998 0.077725000000000016 1.0000000180025095e-35 -1.0000000180025095e-35 -0.43708999999999992 0.041960000000000004 -0.084854999999999986 0.090695000000000012 1.0000000180025095e-35 -0.0089849999999999982 0.097695000000000018 0.086325000000000013 0.048755000000000007
decision_type=2 2 2 2 2 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 5 6 -5 -7 -3 -2 -4 17 13 16 -11 -16 -13 -12 22 -15 -8 -1 -19 -20
right_child=9 8 10 4 -6 7 20 -9 -10 14 11 12 -14 19 15 -17 -18 18 23 -21 -22 -23 -24 -25
leaf_value=0.0014981770330149372 0.00061900484427612648 0.00086472092631791541 0.0014821515362598685 0.00079622917689491676 0.00048311079247219721 0.00057577424516463895 0.0014626549025038517 0.00096918999722012686 0.00046956101606778264 0.00054986947731656467 0.0015472557821577509 0.0011983310422420048 0.00092643432301481473 0.0012971662681152004 0.00041923356825855195 0 0.0010102522445094495 0.001294900928192339 0.0010095677373026942 0.0010998357141133561 0.0011563347052682437 0.0012394226142293989 0.0014459334908329636 0.0012228293926958907
leaf_weight=55 81 60 79 56 60 75 57 62 71 72 66 534 86 667 102 73 166 136 53 88 65 52 90 53
leaf_count=55 81 60 79 56 60 75 57 62 71 72 66 534 86 667 102 73 166 136 53 88 65 52 90 53
internal_value=0 0.00116351 0.00119036 0.00100099 0.00089482 0.000973129 0.00114153 0.000754074 0.000650819 0.000404234 0.00123558 0.00122551 0.00120014 0.0012163 0.000333661 0.000244505 0.00115378 0.00132366 0.00127911 0.00127421 0.00129974 0.00137276 0.0013552 0.00111653
internal_weight=0 2631 2500 482 375 315 178 137 131 328 2018 1939 1541 1455 247 175 700 398 332 755 122 107 226 106
internal_count=2959 2631 2500 482 375 315 178 137 131 328 2018 1939 1541 1455 247 175 700 398 332 755 122 107 226 106
is_linear=0
shrinkage=0.0032998


Tree=5797
num_leaves=17
num_cat=0
split_feature=15 14 16 9 40 13 133 1211 49 13 2 43 13 43 402 133
split_gain=0.681119 0.336939 0.642797 0.243371 0.245849 0.332549 0.22106 0.380692 0.293338 0.271093 0.270239 0.151179 0.108685 0.134456 0.0814806 0.0456379
threshold=-0.26547499999999996 -0.40567999999999999 -0.43491999999999992 0.086320000000000022 0.0045850000000000005 0.26379000000000002 -0.07192999999999998 0.077725000000000016 -0.22463499999999997 -0.09194999999999999 0.090695000000000012 0.0066850000000000008 -0.087809999999999985 0.05259500000000001 0.082470000000000016 -0.43349999999999994
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 10 8 -8 -10 12 -12 14 -14 -2 -13
right_child=3 2 -4 -5 -6 -7 7 -9 9 -11 11 15 13 -15 -16 -17
leaf_value=0.0062839547326945175 0.005191933346651155 0.0015955155767722164 -0.021529888532554598 -0.0038717500632891671 -0.0032039125526069764 0.01913624361862739 0.018983537513279001 -0.0041865018453535983 0.0010992693050428885 0.0075131051250202875 -0.0017586962254798077 0.0054405409711919079 0.013279588663685374 0.023157690940345962 0.014388237668505903 0.012288120434432866
leaf_weight=82 58 89 55 54 59 71 58 87 210 1727 56 56 130 57 53 57
leaf_count=82 58 89 55 54 59 71 58 87 210 1727 56 56 130 57 53 57
internal_value=0 -0.00231533 -0.00722463 0.00729199 0.00751768 0.00775981 0.00744222 0.00669769 0.00717324 0.00681868 0.0107577 0.00536453 0.0138102 0.0163002 0.00959915 0.00891053
internal_weight=0 226 144 2733 2679 2620 2549 2082 1995 1937 467 169 298 187 111 113
internal_count=2959 226 144 2733 2679 2620 2549 2082 1995 1937 467 169 298 187 111 113
is_linear=0
shrinkage=0.16829


Tree=5798
num_leaves=28
num_cat=0
split_feature=1 1 155 2 0 10 15 15 11 2 484 0 15 1 2 2 15 133 43 2 2 2 1211 0 402 403 16
split_gain=19.4173 4.00778 1.823 1.98148 1.48248 1.37915 1.15666 1.47169 1.0881 1.07085 0.747881 0.674542 0.588375 0.509218 0.94854 0.47138 0.314638 0.317773 0.342092 0.284157 0.279156 0.254823 0.203032 0.191786 0.137149 0.189329 0.116307
threshold=0.10123500000000001 0.12381000000000002 0.091145000000000018 0.10457000000000001 0.148925 -0.063134999999999983 0.039965000000000007 -0.0058149999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 0.049355000000000003 -0.075914999999999996 -0.075094999999999981 0.088860000000000008 0.088135000000000005 0.11183000000000003 -0.15300999999999995 0.096875000000000017 0.26746000000000009 0.091105000000000005 0.12026500000000001 0.11098000000000001 0.091735000000000011 -0.07718499999999999 -0.16273499999999996 -0.5407249999999999 -0.016079999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 9 6 -3 7 13 15 -2 19 -7 -13 16 26 22 -1 18 -18 -9 21 -5 24 -11 -8 -26 -15
right_child=1 5 -4 20 -6 11 8 10 -10 23 -12 12 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28
leaf_value=0.0016803063784810127 0.00082933995893247001 8.6109907240987832e-05 0.0015416462139656423 0.0006350483841530795 0.00088798203955011681 0.00042384539626683343 0.0017045305093915555 0.0014013211040874334 0.0019744610462931315 0.0012378017601357043 0.00076089133031585537 0.00060415812437775228 0.0010414145841975003 0.0013284536400613189 0.00089549883175728988 0.0012350745456499875 0.0014926246808374224 0.0012549836829603548 0.0012120264203387028 0.0010620399477700303 0.00056007252863256838 0.0009321825499135106 0.0013830605130499322 0.0015165075525025488 0.0017271397329847852 0.0015173407379598404 0.0015469352785802421
leaf_weight=69 57 62 63 54 52 94 58 59 58 53 52 81 58 61 53 66 589 88 53 52 77 79 100 60 53 704 54
leaf_count=69 57 62 63 54 52 94 58 59 58 53 52 81 58 61 53 66 589 88 53 52 77 79 100 60 53 704 54
internal_value=0 0.000822388 0.00102091 0.000934482 0.00144033 0.000524152 0.00145355 0.00138017 0.00153333 0.00119963 0.00108921 0.000640561 0.000786864 0.00142918 0.00126251 0.00150721 0.00146418 0.0014437 0.00146951 0.0012427 0.000719672 0.000811807 0.0015268 0.0013861 0.00154439 0.00153208 0.00143135
internal_weight=0 738 443 380 2221 295 2169 1130 1039 170 163 233 139 967 168 981 799 730 642 111 210 133 915 113 815 757 115
internal_count=2959 738 443 380 2221 295 2169 1130 1039 170 163 233 139 967 168 981 799 730 642 111 210 133 915 113 815 757 115
is_linear=0
shrinkage=0.0032998


Tree=5799
num_leaves=23
num_cat=0
split_feature=15 2 3 150 2 0 2 14 0 3 0 14 0 2 160 2 160 42 2 48 0 15
split_gain=14.5468 7.61861 4.55186 1.59594 1.09873 1.29441 0.994358 0.945716 2.30858 1.37917 0.944401 0.598518 0.658924 0.419223 0.295986 0.347835 0.312036 0.185551 0.174029 0.168928 0.177668 0.0733155
threshold=-0.23982999999999996 0.14808000000000002 -0.046079999999999989 0.089155000000000012 -0.0098549999999999974 -0.10298499999999998 0.10100500000000003 0.073890000000000011 -0.10726999999999999 -0.088314999999999991 -0.064994999999999983 -1.0000000180025095e-35 -0.070664999999999992 0.088135000000000005 0.056295000000000005 0.087815000000000018 0.10460500000000002 0.078120000000000009 -0.012574999999999998 0.081520000000000023 -0.032274999999999991 -0.092389999999999986
decision_type=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 7 4 -4 6 21 8 9 -2 14 12 -1 -12 15 -10 -16 -15 -13 20 -7 -6
right_child=1 -3 3 -5 5 19 -8 -9 10 -11 13 18 -14 17 16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00090665426525571378 0.00053176001616321708 0.0003105175087211576 0.00074824086778311821 0.00066963607790877062 0.0013129505749215366 0.0011864237724289819 0.00077200428589310288 0.0017659059919763606 0.001462970015573845 0.001261022410174769 0.0010105230965164011 0.00044863290088180765 0.00039138512271731245 0.0012146105719031209 0.0017448912526806398 0.0013549375939744222 0.0014579088301505587 0.0014163081892316185 0.00021049027066837505 0.0015524401296869673 0.0014339435367201195 0.0011353834174186988
leaf_weight=52 53 84 68 96 61 56 95 72 872 61 72 58 57 116 68 539 114 94 81 57 81 52
leaf_count=52 53 84 68 96 61 56 95 72 872 61 72 58 57 116 68 539 114 94 81 57 81 52
internal_value=0 0.00128932 0.0013206 0.00105823 0.00113753 0.0012033 0.00102183 0.00139264 0.00137911 0.000922288 0.00140687 0.000454158 0.000637525 0.00122999 0.00143816 0.00142173 0.00156533 0.00130506 0.000310113 0.00139767 0.00133302 0.00123155
internal_weight=0 2711 2627 566 470 402 208 2061 1989 114 1875 248 109 282 1593 1411 182 210 139 194 137 113
internal_count=2959 2711 2627 566 470 402 208 2061 1989 114 1875 248 109 282 1593 1411 182 210 139 194 137 113
is_linear=0
shrinkage=0.0032998


Tree=5800
num_leaves=16
num_cat=0
split_feature=15 15 10 4 12 51 1446 13 4 11 158 475 150 4 12
split_gain=0.528884 0.332094 0.326971 0.319955 0.32191 0.327079 0.239022 0.265171 0.206 0.314033 0.186252 0.179388 0.131456 0.115497 0.0783661
threshold=-0.2987999999999999 -0.43091499999999999 -0.084119999999999986 -0.39175499999999991 0.09227500000000001 -0.025904999999999994 0.083705000000000016 -0.083914999999999976 0.40996000000000005 0.07585500000000002 0.087070000000000022 -0.088544999999999985 -0.07009 -0.068809999999999996 -0.078454999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 4 5 -4 8 -8 9 11 14 -5 -13 -9 -1
right_child=2 -3 3 6 -6 -7 7 13 -10 -11 -12 12 -14 -15 -16
leaf_value=0.0038654182796348828 0.019488786268241555 -0.010508605475840847 0.012410229121183261 -0.0016205686844571756 0.0058776902272957756 0.030379211816484786 0.02047109382492138 0.0024356881015668813 -0.0011632108897927074 0.017727015094763068 -0.0034025627243773073 0.0011680464789636524 0.0081965126559241808 0.013162364931238983 0.01308196287918032
leaf_weight=52 84 57 61 57 62 55 93 52 70 92 56 79 1962 64 54
leaf_count=52 84 57 61 57 62 55 93 52 70 92 56 79 1962 64 54
internal_value=0 0.000530124 0.00913428 0.00880501 0.0157073 0.0209455 0.00830667 0.0137629 0.00780129 0.00808865 0.00442521 0.00766514 0.00792535 0.00836934 0.00857759
internal_weight=0 219 2731 2647 178 116 2469 209 2260 2190 162 2098 2041 116 106
internal_count=2950 219 2731 2647 178 116 2469 209 2260 2190 162 2098 2041 116 106
is_linear=0
shrinkage=0.16829


Tree=5801
num_leaves=17
num_cat=0
split_feature=4 2 124 0 14 48 2 16 150 12 12 12 12 2 2 12
split_gain=18.5373 5.79654 2.45067 1.72442 1.88797 1.0623 0.955865 0.843274 0.755043 1.16129 0.563991 0.502381 0.567622 0.443376 0.270978 0.107369
threshold=0.31392000000000003 0.13388500000000003 -0.048219999999999992 -0.10147999999999999 -0.41992499999999994 0.08956500000000002 -0.054704999999999997 -0.43708999999999992 0.083435000000000023 0.082795000000000021 0.11697000000000002 -1.0000000180025095e-35 0.087915000000000007 0.088065000000000018 0.11523000000000001 0.085685000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 14 -5 -3 -4 -6 10 -10 11 -8 -13 -1 -2 -11
right_child=3 5 6 4 7 -7 8 -9 9 15 -12 12 -14 -15 -16 -17
leaf_value=0.00076561526701458187 0.0010108405156477962 0.0010340042215095347 0.0018951515937604495 0.00084404415709493771 0.0003389141663011772 0.00044154385282527006 0.0011795407661738199 -0.00021072835161982126 0.00091693028916136482 0.0015414688213098446 0.0011702797734811636 0.0015457442538645214 0.0014310233860044771 0.0011504112196390021 0.00070860330629365855 0.001348085318763818
leaf_weight=55 53 62 52 55 73 71 64 52 74 59 72 826 1132 83 87 80
leaf_count=55 53 62 52 55 73 71 64 52 74 59 72 826 1132 83 87 80
internal_value=0 0.00138977 0.00142553 0.000548434 0.000334474 0.000717993 0.00145057 0.000109981 0.00144053 0.00125219 0.00145968 0.00146996 0.00147944 0.000997306 0.000823273 0.00143042
internal_weight=0 2630 2497 320 180 133 2359 125 2307 213 2094 2022 1958 138 140 139
internal_count=2950 2630 2497 320 180 133 2359 125 2307 213 2094 2022 1958 138 140 139
is_linear=0
shrinkage=0.0032998


Tree=5802
num_leaves=14
num_cat=0
split_feature=15 15 11 48 51 376 1456 3 4 4 484 159 399
split_gain=0.431355 0.238081 0.227032 0.263788 0.440004 0.240298 0.237318 0.332456 0.253073 0.219072 0.218702 0.19133 0.171423
threshold=-0.2987999999999999 -0.43091499999999999 0.079700000000000007 0.081520000000000023 -1.0000000180025095e-35 0.084770000000000026 0.086010000000000017 -0.15500999999999998 -0.39175499999999991 -0.14345499999999997 -0.081534999999999982 0.10557000000000001 0.088925000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 5 4 -4 6 7 -2 -9 -10 -8 -1 -11
right_child=2 -3 3 -5 -6 -7 10 8 9 12 -12 -13 -14
leaf_value=0.0090979848587964835 -0.0051137451582877521 -0.0085310530585403482 0.020959478196527759 0.024581583914281009 9.017425980603707e-05 -0.0023097195586422922 0.0097231491059370199 0.016915915904396096 -0.0013294133314569114 0.0079923276924789115 0.023360146633765795 -0.0025821411872794992 0.016155045043462754
leaf_weight=93 53 57 55 52 60 60 84 94 69 2072 56 69 76
leaf_count=93 53 57 55 52 60 60 84 94 69 2072 56 69 76
internal_value=0 0.000813158 0.00858483 0.0146109 0.0100868 0.00819163 0.00844398 0.00804367 0.00834619 0.00798203 0.0151908 0.00411203 0.00828198
internal_weight=0 219 2731 167 115 2564 2504 2364 2311 2217 140 162 2148
internal_count=2950 219 2731 167 115 2564 2504 2364 2311 2217 140 162 2148
is_linear=0
shrinkage=0.16829


Tree=5803
num_leaves=17
num_cat=0
split_feature=1 0 10 12 16 16 1456 0 41 150 10 1375 160 1 16 3
split_gain=0.308745 0.377033 0.231878 0.225863 0.200353 0.235799 0.211542 0.223849 0.189747 0.198954 0.176319 0.163758 0.111141 0.0789825 0.0927814 0.0489123
threshold=0.11539500000000001 0.0088250000000000012 -0.011144999999999999 -0.11319999999999998 0.51041000000000014 0.41134500000000007 0.085185000000000011 -0.08706499999999999 0.086825000000000013 0.11398500000000002 -0.0062549999999999993 -0.082654999999999992 -0.065549999999999983 0.12156000000000002 -0.071704999999999991 -0.078384999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 8 -8 9 11 -5 -4 -12 -14 -15 -6
right_child=1 -3 4 10 15 -7 7 -9 -10 -11 12 -13 13 14 -16 -17
leaf_value=0.017819786723230289 0.014199389678224331 -0.01024783640318716 -0.0021611211650784433 -0.0058761531297879272 0.010804358637090712 -0.004407822575879251 0.005189036715387018 0.018538767013522157 -0.0027056879211074985 0.015341851030749681 -0.001250351622965573 0.0068156537996311439 0.00131402605760475 0.0045971452253093575 0.013485852616453246 0.017782792855942146
leaf_weight=59 57 57 59 56 68 52 60 89 60 76 69 1944 57 71 64 52
leaf_count=59 57 57 59 56 68 52 60 89 60 76 69 1944 57 71 64 52
internal_value=0 0.00249255 0.00737356 0.00443908 0.00712229 0.00677686 0.00703184 0.0131751 0.00660307 0.00687259 0.0026784 0.00655034 0.00452074 0.00660409 0.00882436 0.0138433
internal_weight=0 431 2519 374 2460 2340 2288 149 2139 2079 317 2003 261 192 135 120
internal_count=2950 431 2519 374 2460 2340 2288 149 2139 2079 317 2003 261 192 135 120
is_linear=0
shrinkage=0.16829


Tree=5804
num_leaves=21
num_cat=0
split_feature=1 52 52 52 124 1 13 49 0 0 13 13 133 0 4 42 0 0 49 1
split_gain=7.03092 1.48327 1.33215 0.834288 0.614442 0.539655 0.726085 0.518148 0.560897 0.704242 0.494438 0.388748 0.369182 0.321654 0.309083 0.263491 0.209623 0.316914 0.166712 0.0473967
threshold=0.10075500000000003 -0.41694999999999993 0.19121000000000002 -0.080219999999999986 -0.082389999999999977 0.12646500000000002 -0.0062949999999999994 -0.091004999999999989 -0.22480499999999998 -0.15127999999999997 0.0048350000000000008 -0.17030499999999998 -0.010739999999999998 -0.10462499999999998 -0.0087649999999999985 0.090045000000000014 -0.14720499999999997 -0.098064999999999986 0.0041800000000000006 0.11617500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 14 -1 16 11 -6 -9 -10 13 -7 -12 -11 -3 -15 -5 -18 -14 -19
right_child=1 2 -4 5 7 6 -8 8 9 10 12 -13 18 15 -16 -17 17 19 -20 -21
leaf_value=0.00063266532084327505 0.00099729056362454836 0.00040171542550481359 0.00096915837014341984 0.00053534174225285667 0.0012265948931779985 0.00047164108285581137 0.00075447567890500264 0.00066207446626390251 0.0013143034259953373 0.00079966457918149178 0.00065089854302255402 0.00012379862226299029 0.00095912864392189308 0.0010312827780998453 8.4451954660889425e-05 0.00093556415487335888 0.00094166553531226961 0.00055592996260149063 0.0007439438598550273 0.00069572873688906285
leaf_weight=58 91 82 73 94 89 74 55 64 66 93 80 67 185 1035 57 465 54 52 52 64
leaf_count=58 91 82 73 94 89 74 55 64 66 93 80 67 185 1035 57 465 54 52 52 64
internal_value=0 0.000601452 0.000547796 0.000496386 0.00096949 0.000564153 0.000432462 0.00097865 0.000967815 0.0009777 0.00096605 0.000306604 0.000846266 0.000989865 0.000271868 0.00100163 0.000661791 0.000731502 0.000912064 0.000633364
internal_weight=0 763 672 599 2187 460 196 2129 2040 1976 1910 141 317 1593 139 1500 264 170 237 116
internal_count=2950 763 672 599 2187 460 196 2129 2040 1976 1910 141 317 1593 139 1500 264 170 237 116
is_linear=0
shrinkage=0.0032998


Tree=5805
num_leaves=17
num_cat=0
split_feature=4 151 4 475 124 151 474 4 0 0 13 1456 157 484 148 43
split_gain=0.405987 0.322367 0.429165 0.322291 0.300958 0.286726 0.266886 0.244085 0.446277 0.261471 0.201413 0.171525 0.211017 0.522993 0.187524 0.112528
threshold=0.31392000000000003 -0.081639999999999976 0.50027500000000014 -0.085684999999999997 -1.0000000180025095e-35 0.085710000000000022 0.083260000000000015 -0.15366499999999997 -0.024974999999999997 0.040570000000000002 -0.037164999999999997 0.097795000000000007 -0.06482499999999998 0.086950000000000013 -0.063794999999999977 -0.028184999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 -4 7 -1 9 11 -5 -6 12 13 -9 -14 -11
right_child=1 2 4 5 10 -7 -8 8 -10 15 -12 -13 14 -15 -16 -17
leaf_value=0.007599652449285987 0.012795344139899202 -0.012527639085521531 0.012425084424379952 0.019544555972649525 0.0047957994699435623 -0.0030153488071515055 0.021020871644591425 0.006933043485926365 -0.0085513322913176974 0.0015499764688077116 -0.0091598137692721019 -0.0015638714420241812 0.017301338566519289 -0.012306050114106465 0.0074708364355852023 0.011510209089915947
leaf_weight=84 52 74 60 88 58 82 85 163 54 52 59 65 57 53 1795 86
leaf_count=84 52 74 60 88 58 82 85 163 54 52 59 65 57 53 1795 86
internal_value=0 0.000731172 -0.00176102 0.00723891 0.00273013 0.00675579 0.0143606 0.00708859 0.00654274 0.0123628 -0.00222629 0.00692571 0.00719342 0.00220402 0.00777437 0.0077701
internal_weight=0 303 251 2664 177 2495 169 2413 2187 226 117 2133 2068 216 1852 138
internal_count=2967 303 251 2664 177 2495 169 2413 2187 226 117 2133 2068 216 1852 138
is_linear=0
shrinkage=0.16829


Tree=5806
num_leaves=15
num_cat=0
split_feature=10 30 0 14 14 376 11 0 0 16 49 475 160 16
split_gain=6.53533 3.83993 3.44566 2.90672 2.52731 1.89295 1.16508 0.994105 0.649085 0.599448 0.531569 0.414923 0.384054 0.105458
threshold=-0.16491499999999995 0.086220000000000019 -0.13409999999999997 -0.071824999999999986 0.020750000000000005 0.083925000000000013 0.089795000000000014 -0.23803499999999997 -0.072924999999999976 -0.24404999999999996 -0.070034999999999986 -0.085684999999999997 0.056295000000000005 -0.037309999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 6 8 -2 12 -9 -11 -10 -5 -12
right_child=1 -3 3 5 -6 -7 -8 9 11 10 13 -13 -14 -15
leaf_value=7.0261806617428866e-06 0.0011310065094623277 0.00036204718534043945 0.00061192301051537991 0.0012571674053641481 0.0014045653314272929 0.0006781402110573845 0.00076687893929893304 0.00085963859094383968 0.0014340706431763108 0.00077383957582524774 0.00028854816989108104 0.0011230828851674503 0.0014103774456161182 0.00049634613266898164
leaf_weight=58 56 70 91 1408 75 70 58 93 52 62 56 556 209 53
leaf_count=58 56 70 91 1408 75 70 58 93 52 62 56 556 209 53
internal_value=0 0.00112629 0.00114512 0.00119137 0.000858847 0.00121377 0.00123017 0.000730834 0.00124223 0.000645815 0.000529319 0.00114974 0.00127699 0.000389911
internal_weight=0 2909 2839 2444 395 2353 2283 320 2225 264 171 608 1617 109
internal_count=2967 2909 2839 2444 395 2353 2283 320 2225 264 171 608 1617 109
is_linear=0
shrinkage=0.0032998


Tree=5807
num_leaves=24
num_cat=0
split_feature=1 0 48 42 1 16 16 16 8 483 133 133 12 482 16 12 1203 0 51 16 16 0 0
split_gain=0.420986 0.400696 0.271777 0.415349 0.26865 0.255073 0.369608 0.341909 0.229134 0.236429 0.267743 0.584693 0.179495 0.221131 0.171085 0.166952 0.14446 0.130459 0.252781 0.205635 0.117781 0.110536 0.0245782
threshold=0.085780000000000009 -0.13409999999999997 0.088485000000000008 0.086245000000000002 1.0000000180025095e-35 -0.0081349999999999981 -0.083144999999999983 -0.33811499999999994 0.079700000000000007 0.089720000000000008 -0.081844999999999987 -0.0075499999999999986 -0.014854999999999998 0.078475000000000017 0.41134500000000007 0.084395000000000012 0.085395000000000013 -0.050704999999999993 0.080080000000000026 -0.016079999999999994 0.15273500000000004 -0.20489499999999997 -0.089594999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 22 12 6 7 21 9 10 -3 -12 -1 14 16 -6 20 19 -19 -13 -14 -2 -4
right_child=1 8 3 -5 15 -7 -8 -9 -10 -11 11 17 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.017149501695007355 0.008690204858885664 0.015191754333505742 0.0060722498850844242 -0.007593594653258165 0.010984733495023357 -0.012117211203446868 0.012737432058318227 -0.011556586168063505 -0.0048170543204081014 -0.001741763273388416 -0.010189676264949776 0.0026920969607169341 0.0067226927647931365 0.016847182587413634 -0.00045276918657132219 0.022710358107256932 0.015169664370436407 0.0075104651874646228 0.020508828525118074 0.010045614755020773 0.014614694003051236 -0.0017585247868622759 0.011286475008276498
leaf_weight=59 53 103 54 76 87 52 57 75 56 94 58 264 1015 70 79 58 68 178 56 183 57 62 53
leaf_count=59 53 103 54 76 87 52 57 75 56 94 58 264 1015 70 79 58 68 178 56 183 57 62 53
internal_value=0 0.00399336 0.00804062 0.00190695 0.00879124 -0.00140218 0.000846338 -0.00271154 0.00562146 0.0062479 0.00714199 0.00601761 0.00804811 0.00763013 0.00709937 0.0156874 0.0076243 0.0074006 0.0106289 0.00570662 0.007144 0.00304135 0.00867179
internal_weight=0 1291 1676 183 1493 299 247 190 992 936 842 739 1348 1289 1219 145 1140 681 234 447 1072 115 107
internal_count=2967 1291 1676 183 1493 299 247 190 992 936 842 739 1348 1289 1219 145 1140 681 234 447 1072 115 107
is_linear=0
shrinkage=0.16829


Tree=5808
num_leaves=24
num_cat=0
split_feature=1 155 9 2 2 13 48 42 11 4 3 13 1456 1454 483 483 13 4 51 3 1 4 4
split_gain=0.306497 0.31154 0.312919 0.331021 0.683063 0.22919 0.199171 0.227919 0.220532 0.180253 0.192235 0.173495 0.182076 0.159608 0.229425 0.16928 0.159534 0.14695 0.234473 0.188867 0.137393 0.042728 0.0374698
threshold=0.089605000000000018 0.099270000000000011 0.083710000000000021 0.09036000000000001 0.10216000000000001 -0.083654999999999993 0.088485000000000008 0.08351500000000002 0.07604000000000001 -0.07928499999999998 -0.082274999999999987 0.011265000000000002 0.087065000000000017 0.083660000000000026 -0.09200499999999999 0.088115000000000013 0.10783500000000001 -0.032169999999999997 -1.0000000180025095e-35 0.096440000000000012 0.11359000000000001 -0.0042499999999999994 -0.071659999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 -5 -2 8 21 11 -7 -11 12 13 14 -1 -16 -13 -6 -19 -20 -12 -8 -18
right_child=1 -3 -4 4 17 9 7 -9 -10 10 20 16 -14 -15 15 -17 22 18 19 -21 -22 -23 -24
leaf_value=0.019246323494135981 0.013483839063246097 0.012729822694066818 -0.0085132395904921748 -0.01761287087526784 0.0092191066983993049 -0.0037871991546378292 0.010602128854771393 -0.0039913686182903073 0.016419103343281637 -0.003382445982633792 0.010510488523179892 -0.0024755381614256413 0.00062322435087752096 -0.00100987610282871 0.0074163135189567837 0.016551063537017466 0.0033008133419102606 -0.0082600434882786691 -0.0011414096951097182 0.0076186941746281224 0.0022662685235807969 0.0037077103524088342 0.0095183315935209456
leaf_weight=53 96 86 72 56 70 65 52 103 70 52 175 103 103 53 1100 61 52 66 151 129 86 52 61
leaf_count=53 96 86 72 56 70 65 52 103 70 52 175 103 103 53 1100 61 52 66 151 129 86 52 61
internal_value=0 0.00299905 0.00217524 0.00299064 -0.000160355 0.00613213 0.00654154 0.0016087 0.00715706 0.00426027 0.00593721 0.00674713 0.00744663 0.00799991 0.00839473 0.00789781 0.00230222 0.0021847 0.000756366 0.00288808 0.00780089 0.00717219 0.00667307
internal_weight=0 1104 1018 946 472 474 1863 207 1656 378 313 1586 1370 1267 1214 1161 216 416 346 280 261 104 113
internal_count=2967 1104 1018 946 472 474 1863 207 1656 378 313 1586 1370 1267 1214 1161 216 416 346 280 261 104 113
is_linear=0
shrinkage=0.16829


Tree=5809
num_leaves=14
num_cat=0
split_feature=10 10 9 0 2 151 43 2 50 16 51 130 16
split_gain=0.263094 0.342276 0.203256 0.178586 0.229248 0.159207 0.148191 0.332063 0.148164 0.190496 0.165554 0.119375 0.118467
threshold=-0.15666999999999998 -0.012394999999999998 -1.0000000180025095e-35 -0.13409999999999997 0.085730000000000015 0.025200000000000004 -1.0000000180025095e-35 0.097845000000000015 0.12689000000000003 -0.047754999999999999 0.12657000000000004 -0.082549999999999985 -0.082974999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 -6 -8 10 -10 11 -5 -13
right_child=1 2 3 8 5 -7 7 -9 9 -11 -12 12 -14
leaf_value=-0.0064902064089162074 0.01706025631119127 -0.0052077720583931083 0.010502391601275647 0.011344744759229771 -0.0044797474565872334 -0.0090261741540751603 -0.0066413644509932656 0.0086266710461647376 -0.0073929057301815055 0.0061292373513639406 0.014510349292273923 0.0068279666643206042 0.0040758169474598236
leaf_weight=62 61 62 63 85 92 53 59 127 60 58 55 634 1496
leaf_count=62 61 62 63 85 92 53 59 127 60 58 55 634 1496
internal_value=0 0.00457725 0.00430887 0.00452161 0.00119614 -0.00056971 0.00103603 0.00377393 0.00506953 -0.000731203 0.00537186 0.00514413 0.00489584
internal_weight=0 2905 2844 2782 394 331 278 186 2388 118 2270 2215 2130
internal_count=2967 2905 2844 2782 394 331 278 186 2388 118 2270 2215 2130
is_linear=0
shrinkage=0.16829


Tree=5810
num_leaves=22
num_cat=0
split_feature=2 15 3 123 2 2 52 3 2 16 43 3 43 13 16 2 483 52 160 157 15
split_gain=9.45109 3.60693 2.3431 1.11585 1.01586 0.854106 0.573946 0.705294 0.459806 0.447932 0.427677 0.386888 0.37129 0.359416 0.30068 0.29406 0.240595 0.170024 0.163663 0.104724 0.122966
threshold=0.13388500000000003 -0.38214499999999996 0.10402500000000002 0.080635000000000012 0.15806500000000004 0.096435000000000007 -0.12367499999999999 -0.095259999999999997 0.087495000000000003 -0.39761999999999992 -0.049999999999999996 -0.14088999999999999 -0.072364999999999985 -0.05461499999999999 0.054560000000000004 0.10709500000000001 -0.071719999999999992 0.047345000000000005 -0.021044999999999998 -0.0012349999999999998 -0.065984999999999988
decision_type=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 13 11 19 -8 -5 -4 -1 12 -3 -2 16 -11 -13 -9 -16 -7 -21
right_child=4 2 9 8 -6 6 7 17 -10 15 -12 14 -14 -15 18 -17 -18 -19 -20 20 -22
leaf_value=0.00020153256081421582 0.00026393420918449271 0.0010338220562913173 0.00032963005773991249 0.00048080895093754572 -2.9180392188363418e-05 0.00092807252271730114 0.0005200177609472669 0.0007809027429301371 0.00088085541070750419 0.00087664556363103324 0.00058873158235453547 0.0012502679228551001 0.0014070419580308339 0.00059186855968237537 0.00077277162723100954 0.0005262953875393194 0.0010433796847005899 0.00095564382024558288 0.00097692708648066751 0.0012274497440602028 0.0010033820685087888
leaf_weight=62 77 56 52 59 87 52 70 98 68 54 63 66 63 70 61 52 1357 174 162 55 58
leaf_count=62 77 56 52 59 87 52 70 98 68 54 63 66 63 70 61 52 1357 174 162 55 58
internal_value=0 0.000944755 0.00097152 0.000997176 0.000253056 0.00101404 0.000894188 0.000816615 0.000695284 0.000581756 0.000396963 0.00104844 0.00123171 0.000420333 0.00103517 0.000705108 0.001053 0.000892815 0.00092124 0.00105476 0.00111275
internal_weight=0 2682 2557 2399 234 2272 507 342 127 158 125 1765 119 147 1646 106 1423 272 223 165 113
internal_count=2916 2682 2557 2399 234 2272 507 342 127 158 125 1765 119 147 1646 106 1423 272 223 165 113
is_linear=0
shrinkage=0.0032998


Tree=5811
num_leaves=26
num_cat=0
split_feature=1 1 12 14 3 12 124 10 12 15 16 12 49 481 403 43 16 16 16 16 16 15 1429 12 133
split_gain=16.9586 4.30797 3.17213 1.47137 1.65709 1.8609 1.32138 0.938695 0.914877 0.783522 0.496878 0.357548 0.33141 0.291727 0.287362 0.250482 0.238989 0.26566 0.229106 0.195097 0.135322 0.132641 0.0967393 0.0867371 0.0370798
threshold=0.10398500000000001 0.13332000000000002 0.085075000000000026 0.064610000000000015 -0.11749 0.085235000000000019 -0.048219999999999992 -0.063134999999999983 0.096675000000000025 -0.08237499999999999 0.014185000000000001 -0.042789999999999988 0.10322500000000003 -0.084999999999999992 -0.5407249999999999 -0.06512999999999998 -0.23389999999999997 0.026395000000000005 -0.057034999999999995 0.41068500000000002 -0.53242499999999993 -0.088349999999999998 0.026145000000000005 0.023990000000000004 0.096395000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 5 -1 -6 -3 10 -4 13 -9 15 -8 -15 24 20 21 -17 -11 -2 -18 23 -12 -10
right_child=1 7 9 -5 6 -7 8 11 12 19 22 -13 -14 14 -16 18 17 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00051503999968275022 0.00074339588101234835 1.0377552398160965e-05 0.00096429668246066178 0.0017810177054554416 0.00098094664192871126 0.0012973883570048834 0.001654406661814545 0.0003613454702955363 0.0014878948869001651 0.0015810771411165286 0.0014585555585783451 0.0006833603815872782 0.0010403058794127055 0.0016927614042970269 0.0014379595003039887 0.0012991086143087276 0.00067830617922826303 0.00083912933627225145 0.0010316833546362262 0.0013107434423045117 0.00097444929141545737 0.00044601258273385864 0.0011805949772833268 0.0013000992448832134 0.001357019488731602
leaf_weight=52 59 55 52 94 86 92 83 80 53 63 55 72 69 52 1159 113 55 59 53 59 56 55 57 167 66
leaf_count=52 59 55 52 94 86 92 83 80 53 63 55 72 69 52 1159 113 55 59 53 59 56 55 57 167 66
internal_value=0 0.00077578 0.000954383 0.00137568 0.001358 0.00101512 0.00138251 0.000380439 0.00140041 0.00130549 0.00143467 0.000514111 0.00124809 0.00146214 0.00144893 0.00129827 0.000739143 0.00065927 0.00121394 0.00145063 0.000856215 0.00056248 0.00130717 0.00133952 0.0014156
internal_weight=0 665 458 2251 2157 144 2013 207 1927 174 1573 152 354 1294 1211 285 284 169 166 122 115 110 279 222 119
internal_count=2916 665 458 2251 2157 144 2013 207 1927 174 1573 152 354 1294 1211 285 284 169 166 122 115 110 279 222 119
is_linear=0
shrinkage=0.0032998


Tree=5812
num_leaves=15
num_cat=0
split_feature=48 0 151 159 4 1452 474 15 48 48 52 0 4 0
split_gain=0.614584 0.481166 0.371267 0.348846 0.336877 0.29975 0.410972 0.338982 0.307176 0.321392 0.260936 0.22615 0.119357 0.107022
threshold=0.14177500000000004 1.0000000180025095e-35 -0.29526499999999994 0.10467500000000002 -0.14595999999999995 0.087120000000000017 0.085295000000000024 -0.0083999999999999995 -0.087924999999999989 -0.039704999999999997 -0.021309999999999996 -0.22984499999999997 -0.51323499999999989 0.12429000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 12 6 8 10 -4 -10 -8 -11 -3 -14
right_child=-2 3 5 -5 -6 -7 7 -9 9 11 -12 -13 13 -15
leaf_value=0.018904990883806122 -0.013069955849180848 -0.0071914357933302248 0.018286229198041321 0.010631241367658653 -0.01437891237443014 0.014814711603178612 -0.0035224441105072648 -0.013745505101689487 -0.0060223439938615151 0.016534058687018099 0.010458362595346445 0.0052771168238507603 0.0073278521874441159 -0.0027145944187607122
leaf_weight=57 56 52 52 53 69 88 102 54 70 52 60 2031 62 58
leaf_count=57 56 52 52 53 69 88 102 54 70 52 60 2031 62 58
internal_value=0 0.00472384 0.00546288 -0.00172028 -0.00444405 0.00515678 0.00480499 -0.00219465 0.00549148 0.00518162 0.00164454 0.005559 -0.000448106 0.00245903
internal_weight=0 2860 2566 294 241 2509 2421 216 2205 2153 162 2083 172 120
internal_count=2916 2860 2566 294 241 2509 2421 216 2205 2153 162 2083 172 120
is_linear=0
shrinkage=0.16829


Tree=5813
num_leaves=23
num_cat=0
split_feature=2 16 1 2 2 31 16 52 159 48 150 2 3 52 16 43 159 158 131 474 3 2
split_gain=0.597317 0.408119 0.370638 0.27651 0.33574 0.331126 0.193281 0.235439 0.374255 0.264653 0.235311 0.225494 0.342243 0.22691 0.206763 0.189453 0.170919 0.167613 0.188281 0.135568 0.113978 0.0835091
threshold=0.13501500000000002 -0.15693499999999996 0.12829500000000002 -0.0098549999999999974 -0.15959999999999996 -0.077289999999999984 -0.010034999999999999 0.0035300000000000006 -0.26414999999999994 0.095980000000000024 0.084680000000000019 0.10362500000000001 -0.034509999999999992 0.093630000000000005 -0.42607499999999993 -0.080324999999999994 0.094630000000000006 0.085745000000000002 0.087705000000000019 0.088510000000000019 -0.069909999999999986 0.086865000000000012
decision_type=2 2 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 10 9 -9 17 11 12 16 14 -13 -12 20 18 19 -8 -5 -14
right_child=1 2 -4 6 5 -7 7 8 -10 -11 15 13 21 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.008100666010966092 0.0043829344137356332 -0.00096862588381072554 -0.018488688351476643 0.0050910987884266934 0.0034501418267911675 -0.014002178364242626 -0.00043045995300533145 0.0061597481606770164 -0.0099934899395427209 0.013116365551339972 0.019843076290075302 0.0016569419502584237 0.01005456989873125 0.0064835652325589237 -0.01281915842178852 0.0076808177483351676 0.013326962232313121 0.011247271070781084 0.010536966642081346 0.0066931428956997392 -0.0016103079262861594 0.018814782135563975
leaf_weight=64 86 64 74 1003 52 75 404 72 93 82 57 60 64 85 52 102 68 62 65 93 77 62
leaf_count=64 86 64 74 1003 52 75 404 72 93 82 57 60 64 85 52 102 68 62 65 93 77 62
internal_value=0 -0.00470189 -0.0103765 0.00433928 -0.00182576 -0.0068422 0.00481082 0.00278305 -0.00293392 0.00412171 0.00589327 0.00522633 0.00604569 -6.33682e-05 -0.00504806 0.0120522 0.00512945 0.00293684 0.00201683 0.000898913 0.00461165 0.0143794
internal_weight=0 224 138 2692 191 127 2501 871 165 706 1630 1471 1274 197 112 159 1148 624 562 497 1080 126
internal_count=2916 224 138 2692 191 127 2501 871 165 706 1630 1471 1274 197 112 159 1148 624 562 497 1080 126
is_linear=0
shrinkage=0.16829


Tree=5814
num_leaves=28
num_cat=0
split_feature=1 14 2 3 0 52 2 2 1 1 3 3 52 3 0 160 130 2 52 3 133 133 3 52 2 2 2
split_gain=26.8046 4.95813 4.719 3.52631 2.25114 1.42093 1.74919 1.12529 0.984533 0.85435 0.988935 0.779549 0.617037 0.502634 0.941304 0.430664 0.345239 0.31802 0.296934 0.361319 0.264 0.31976 0.243574 0.228939 0.544543 0.183621 0.140071
threshold=0.10404000000000001 0.064610000000000015 0.15305000000000002 -0.049204999999999992 0.051660000000000005 -0.22118499999999996 0.10523 0.092320000000000013 0.088470000000000007 0.080320000000000016 -0.092509999999999995 0.31819000000000003 0.056265000000000009 0.12745000000000004 -0.07385499999999999 0.049100000000000012 0.11336500000000001 0.10979000000000001 0.10955000000000002 -0.051469999999999995 0.099765000000000006 0.070495000000000016 -0.115685 -0.081164999999999987 0.083725000000000008 0.088665000000000008 0.097110000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 7 -2 -7 9 16 15 -11 12 13 14 17 23 20 -5 19 -12 21 -9 -6 -1 -25 -17 -22
right_child=2 -3 -4 11 22 6 -8 8 -10 10 18 -13 -14 -15 -16 25 -18 -19 -20 -21 26 -23 -24 24 -26 -27 -28
leaf_value=0.0015378863889341191 0.0017172022158056014 0.0023585171081956127 0.00013415326369016993 0.00067250650017120254 0.00098689423602760641 0.0014298021696557901 0.00070294744634161687 0.0015476021599115425 0.0011432271489805372 0.0011274752840539559 0.0016283677434636083 0.00039869161964639892 0.0011549621005570142 0.0010197706173409504 0.00095795526182630242 0.0020670338563547608 0.0012847986959969395 0.00032172224767657758 0.0017891760881557305 0.0013992756104408061 0.0015855577801533105 0.0017641732878340415 0.0012912393504381585 0.0020346480216831462 0.0016893743395277581 0.0017804789529209737 0.0013681268498009747
leaf_weight=93 64 94 85 54 59 87 62 230 78 54 269 53 54 64 79 52 53 60 79 108 55 115 59 55 657 52 92
leaf_count=93 64 94 85 54 59 87 62 230 78 54 269 53 54 64 79 52 53 60 79 108 55 115 59 55 657 52 92
internal_value=0 0.00161587 0.00086051 0.000967451 0.00158354 0.00130492 0.00112759 0.00160919 0.00149172 0.00166073 0.00155194 0.000769883 0.000833027 0.000765246 0.000680661 0.00172174 0.00154154 0.000488192 0.00160212 0.00156283 0.00156912 0.00161989 0.00113937 0.00169555 0.0017161 0.0019241 0.00144972
internal_weight=0 2254 662 577 2160 213 149 2042 623 1419 510 364 311 257 193 909 545 114 456 377 492 345 118 805 712 104 147
internal_count=2916 2254 662 577 2160 213 149 2042 623 1419 510 364 311 257 193 909 545 114 456 377 492 345 118 805 712 104 147
is_linear=0
shrinkage=0.0032998


Tree=5815
num_leaves=23
num_cat=0
split_feature=4 2 12 3 3 15 12 4 48 4 4 2 2 4 15 160 40 12 16 484 3 160
split_gain=15.5869 5.63999 3.47711 1.60327 1.39839 1.10522 0.97284 0.91936 0.864018 0.753696 0.711328 0.672698 0.615978 0.458021 0.43026 0.328716 0.315295 0.282169 0.26783 0.243858 0.293831 0.236517
threshold=0.31392000000000003 0.13388500000000003 -1.0000000180025095e-35 -0.082634999999999986 0.11269500000000002 -0.45775499999999997 0.088725000000000012 -0.020284999999999994 0.08783500000000001 0.028075000000000006 0.6214050000000001 0.153865 0.10060500000000001 -0.085189999999999974 0.037885000000000009 1.0000000180025095e-35 -0.071054999999999993 0.096425000000000025 -0.45743999999999996 0.056385000000000005 -0.10859999999999999 0.085065000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -2 6 10 12 -1 16 19 -5 -3 13 14 -4 17 -9 -11 -7 20 -8 -15
right_child=3 11 4 5 -6 18 9 8 -10 15 -12 -13 -14 21 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00035755921932380475 0.00068499336534862175 0.00058968486441429301 0.0011484859742442405 0.00065296102163449289 0.00068268731230274765 7.3095826515825443e-05 0.0012858922082154794 0.00082046337796882259 0.00050784619849028069 0.00098032806343837124 0.00013041786168911836 0.0001042340695686751 0.00094984117490257093 0.0011841480601821074 0.0014636604238183601 0.001121331511980629 0.0011729917486756204 0.0006861275832961267 -0.00024062432312627323 0.00093735337381501836 0.0011150936863041224 0.001352750800994852
leaf_weight=59 83 78 67 55 71 64 133 54 58 66 59 52 83 662 171 55 59 80 55 71 727 109
leaf_count=59 83 78 67 55 71 64 133 54 58 66 59 52 83 662 171 55 59 80 55 71 727 109
internal_value=0 0.00106647 0.00110099 0.000291064 0.00113978 0.000150586 0.00115436 0.000713775 0.000836474 0.0010863 0.000382831 0.000395776 0.00122488 0.00124747 0.00137508 0.000902167 0.00100484 0.000819364 -7.16049e-05 0.00112601 0.00114155 0.00120803
internal_weight=0 2655 2525 316 2295 233 2224 230 171 1132 114 130 1092 1009 238 201 113 146 119 931 860 771
internal_count=2971 2655 2525 316 2295 233 2224 230 171 1132 114 130 1092 1009 238 201 113 146 119 931 860 771
is_linear=0
shrinkage=0.0032998


Tree=5816
num_leaves=33
num_cat=0
split_feature=1 3 1 12 0 1 16 16 12 3 3 0 156 16 3 42 42 3 13 13 12 1455 52 155 12 12 403 12 0 52 42 0
split_gain=13.171 4.25584 1.90671 1.77568 1.07386 0.816535 0.701974 0.638616 0.635691 0.38677 0.694482 0.590778 0.385117 0.330783 0.302656 0.288893 0.273512 0.262397 0.283939 0.235469 0.220346 0.18213 0.260766 0.159476 0.197602 0.165042 0.118171 0.116905 0.0861755 0.0771061 0.0736894 0.0407867
threshold=0.10921500000000002 -0.062694999999999987 0.091395000000000018 -0.0066799999999999993 -0.061674999999999994 0.15618500000000002 -0.078829999999999983 0.10134000000000001 0.094305000000000014 0.3148450000000001 0.11995000000000001 -0.094139999999999988 0.083125000000000018 0.25032500000000008 -0.078584999999999988 0.094260000000000024 0.085345000000000018 -0.082394999999999982 0.0040450000000000009 -0.037164999999999997 0.083815000000000014 0.0093900000000000008 0.088485000000000008 0.087240000000000012 0.089350000000000013 0.094305000000000014 -0.06835999999999999 0.099680000000000005 -0.082304999999999975 0.06136500000000001 0.083725000000000008 -0.050249999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 4 -4 8 9 14 -6 12 10 11 -3 17 -9 -5 31 30 18 20 -13 -1 22 -19 24 -8 -26 -10 29 -29 -28 -14 -2
right_child=1 5 3 6 7 -7 23 13 26 -11 -12 19 16 -15 -16 -17 -18 21 -20 -21 -22 -23 -24 -25 25 -27 27 28 -30 -31 -32 -33
leaf_value=0.0014678300394823077 0.0012174211106224955 0.00011708492248922076 0.00055979007702417133 0.00066610891419663354 0.00075799750734936451 1.476921571199103e-05 0.00093836657808520877 0.0013192280379640271 0.0012194694527026249 0.00023309548740832033 0.00076993164184113901 0.00066817481089847955 0.0014176679612306639 0.00099488602141669779 0.001017383967776779 0.00084933177333343509 0.0012065553363588312 0.0011614580887391503 0.0011253864226887717 0.00037014504992573336 0.00128909850876387 0.0010117880596163165 0.0013365666660592023 0.0013062704091257402 0.0013260491341925214 0.0010962727412968253 0.00088665212911510644 0.0012300571023096431 0.0010522994282397085 0.0010727160075541225 0.0015807009081067898 0.0010753349154161147
leaf_weight=92 52 55 90 52 80 52 52 59 76 65 82 64 85 86 57 56 56 331 102 54 513 58 134 68 55 101 52 59 71 53 57 52
leaf_count=92 52 55 90 52 80 52 52 59 76 65 82 64 85 86 57 56 56 331 102 54 513 58 134 68 55 101 52 59 71 53 57 52
internal_value=0 0.000592692 0.00116588 0.000977892 0.00121133 0.00039898 0.00107554 0.000996022 0.00123917 0.000461304 0.000519336 0.000400353 0.00126878 0.0011271 0.000850126 0.00104285 0.00140525 0.00124678 0.00128884 0.000532087 0.00131634 0.00118986 0.001212 0.00116443 0.00111789 0.00117751 0.00110311 0.00106533 0.00113325 0.000980906 0.00148336 0.00114672
internal_weight=0 532 2439 475 1964 372 385 225 1739 320 255 173 1428 145 109 160 198 1230 707 118 605 523 465 276 208 156 311 235 130 105 142 104
internal_count=2971 532 2439 475 1964 372 385 225 1739 320 255 173 1428 145 109 160 198 1230 707 118 605 523 465 276 208 156 311 235 130 105 142 104
is_linear=0
shrinkage=0.0032998


Tree=5817
num_leaves=19
num_cat=0
split_feature=4 2 123 3 3 2 2 2 49 2 2 3 133 4 3 4 1212 3
split_gain=15.2031 6.64323 2.61095 1.70896 1.45685 1.03957 0.763602 0.643881 0.581128 0.544429 0.485616 0.472032 0.437286 0.369521 0.303612 0.256526 0.225064 0.218874
threshold=0.31392000000000003 0.13388500000000003 1.0000000180025095e-35 -0.082634999999999986 0.10661500000000002 0.153865 0.15086000000000002 0.097005000000000022 -0.012639999999999998 0.072175000000000017 0.081935000000000022 0.11391500000000002 0.084675000000000014 0.053925000000000008 -0.13827999999999999 -0.064609999999999987 0.091435000000000016 -0.081134999999999985
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 7 -3 11 9 -9 13 -11 -5 -4 17 -10 -16 -12 -1
right_child=3 5 12 6 -6 -7 -8 8 14 10 16 -13 -14 -15 15 -17 -18 -19
leaf_value=0.001682189681870991 0.0011915195688393687 0.0010635963362269406 0.0013297108456294946 0.00058285517935525468 0.0012129533266993595 0.00045972464990521271 0.00028574273535618091 0.0011917307803683257 0.0017378711664288123 0.0019996839283454603 0.0016941508284578925 0.00092246501263928006 0.00094512800579379095 0.0013541121628367905 0.0013292851809149349 0.0015618892601708125 0.0015097771198850645 0.0015377673989206309
leaf_weight=224 83 78 64 97 96 52 52 53 87 56 1129 84 67 76 67 268 81 257
leaf_count=224 83 78 64 97 96 52 52 53 87 56 1129 84 67 76 67 268 81 257
internal_value=0 0.00155033 0.0015878 0.000784444 0.00161266 0.000822319 0.000639284 0.00162934 0.00152023 0.00165775 0.00169592 0.000740659 0.00113328 0.00157092 0.00156141 0.00151547 0.00168184 0.0016051
internal_weight=0 2655 2525 316 2394 130 233 2298 475 1823 1266 181 131 557 422 335 1210 481
internal_count=2971 2655 2525 316 2394 130 233 2298 475 1823 1266 181 131 557 422 335 1210 481
is_linear=0
shrinkage=0.0032998


Tree=5818
num_leaves=27
num_cat=0
split_feature=2 43 3 160 132 3 1212 403 124 2 2 1 1 43 151 15 2 1213 15 3 2 160 2 2 402 15
split_gain=0.373272 0.453702 0.282359 0.287683 0.270967 0.331082 0.263888 0.328017 0.282728 0.259809 0.397293 0.253262 0.264978 0.248436 0.203993 0.241154 0.201724 0.199194 0.245038 0.188379 0.173203 0.170574 0.154901 0.0980852 0.086846 0.0784608
threshold=0.097005000000000022 -0.22491499999999998 -0.080734999999999987 -0.080884999999999985 0.087360000000000007 0.31351000000000001 0.090175000000000019 -0.06669499999999999 -0.085379999999999984 -0.14847999999999997 -0.0098549999999999974 0.12622500000000003 0.10921500000000002 -0.015924999999999998 -0.044604999999999992 -0.093734999999999985 0.083185000000000023 -0.082254999999999981 0.089715000000000003 -0.011259999999999997 0.08598500000000002 -0.014565 0.11125500000000001 0.10745500000000001 -0.020594999999999999 0.08487500000000002
decision_type=2 2 2 2 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 13 19 5 11 7 17 -9 -10 -11 12 -5 23 16 -16 -12 -1 21 -4 -8 -19 -15 -3 -23 -26
right_child=1 2 3 4 -6 -7 20 8 9 10 14 -13 -14 22 15 -17 -18 18 -20 -21 -22 24 -24 -25 25 -27
leaf_value=0.022595474100814607 -0.0081597927880065341 0.021469517338686513 0.0040555118826047136 0.002512269383035429 0.013107808429717375 -0.011370349757423948 -0.0035084593907570897 -0.0036871053343273587 0.018594557642627078 -0.0033072833492917572 0.02173931368453309 0.012521851906924213 -0.009961637310764996 0.0003147662549892172 0.013538507363464498 0.0062832257144115567 0.010203702980764597 0.017206551840558307 0.019712905900339625 0.017554993718683458 0.0077454397497854982 0.011695110391726958 0.012193185582674631 0.011299538155274302 0.0078975509345430139 -0.0006542475270415707
leaf_weight=56 77 52 58 286 53 59 85 59 65 87 55 57 58 76 153 876 203 54 80 60 71 59 53 58 63 58
leaf_count=56 77 52 58 286 53 59 85 59 65 87 55 57 58 76 153 876 203 54 80 60 71 59 53 58 63 58
internal_value=0 0.00421277 0.00530988 0.00343971 0.00171217 0.000395288 0.00826557 0.0088211 0.00770993 0.00817847 0.0076844 0.00213087 0.000403888 0.0102399 0.00842883 0.00736375 0.0126698 0.013315 0.0116541 0.0109349 0.00160199 0.00889129 0.00520897 0.0161235 0.00638673 0.00378349
internal_weight=0 947 870 631 513 460 2024 1868 1498 1439 1374 401 344 239 1287 1029 258 370 314 118 156 234 129 110 180 121
internal_count=2971 947 870 631 513 460 2024 1868 1498 1439 1374 401 344 239 1287 1029 258 370 314 118 156 234 129 110 180 121
is_linear=0
shrinkage=0.16829


Tree=5819
num_leaves=28
num_cat=0
split_feature=1 4 1 16 39 39 15 11 403 4 16 40 43 4 15 4 43 43 4 16 42 15 1 15 160 16 51
split_gain=17.946 2.39376 2.37537 1.65184 1.32244 1.05975 0.756662 1.05651 0.979417 0.751374 0.669722 0.575657 0.501369 1.19006 1.43822 0.510105 0.425062 0.478657 0.360865 0.344517 0.325294 0.315398 0.283822 0.251396 0.199949 0.186554 0.0858485
threshold=0.10921500000000002 0.097095000000000015 0.13686500000000004 0.26711500000000005 0.0047850000000000011 0.087880000000000014 0.039965000000000007 1.0000000180025095e-35 -0.081224999999999992 0.31392000000000003 -0.43708999999999992 -0.081369999999999984 -0.079714999999999994 -0.22295999999999996 -0.0065999999999999991 -0.047714999999999987 0.055890000000000002 -0.025879999999999997 0.00023500000000000005 -0.061024999999999989 0.088760000000000019 0.11934000000000002 0.084775000000000003 -0.42075999999999997 0.061085000000000007 -0.26194999999999996 -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 2 2
left_child=1 4 3 5 6 18 8 16 -1 10 -3 -6 15 26 -15 -10 17 21 -2 23 -19 -8 -18 -4 -17 -20 -14
right_child=2 9 19 -5 11 -7 7 -9 12 -11 -12 -13 13 14 -16 24 22 20 25 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0010198427339201152 0.0011308164357703874 0.0013650397172830166 0.00045526339935158389 0.0013407619933720534 0.0013164494726236671 0.00046996602815938584 0.0014699993367374665 0.0019381428912242642 0.001191713319866949 0.0007538191327165903 0.00094086134998238994 0.00084463743827808057 0.0015325097450255396 0.0013401804366812424 0.00080218674278979666 0.0014903470572901517 0.0014371010896516304 0.0016470568480715173 0.00091601634874922478 0.00060114318356987247 0.0014444037929112609 0.0012052335787898936 0.0011413403352106908 0.00013545066671825459 0.0016638238662277473 0.00067692475348536674 0.0017112805439866976
leaf_weight=75 55 97 52 68 57 90 316 60 55 60 71 57 71 334 65 306 95 315 87 61 124 60 59 56 101 63 61
leaf_count=75 55 97 52 68 57 90 316 60 55 60 71 57 71 334 65 306 95 315 87 61 124 60 59 56 101 63 61
internal_value=0 0.00139495 0.0007259 0.000876431 0.0014282 0.000769279 0.00144706 0.0015113 0.00138514 0.00107241 0.00118598 0.00108085 0.0014127 0.00134287 0.00125263 0.00149287 0.00148483 0.00151518 0.000900512 0.000402362 0.0015899 0.00142784 0.00132402 0.000289761 0.00153348 0.000815833 0.00161539
internal_weight=0 2439 532 363 2211 295 2097 1029 1068 228 168 114 993 531 399 462 969 815 205 169 439 376 154 108 407 150 132
internal_count=2971 2439 532 363 2211 295 2097 1029 1068 228 168 114 993 531 399 462 969 815 205 169 439 376 154 108 407 150 132
is_linear=0
shrinkage=0.0032998


Tree=5820
num_leaves=20
num_cat=0
split_feature=3 123 15 14 13 49 3 15 0 42 13 52 0 40 123 49 52 49 1454
split_gain=10.5556 8.47748 2.92446 1.36886 1.41234 1.90873 1.23746 0.875704 0.785048 0.77052 0.70494 0.460867 0.397364 0.325999 0.308549 0.292913 0.288371 0.230162 0.203555
threshold=0.11745500000000002 1.0000000180025095e-35 -0.42075999999999997 0.073890000000000011 0.032645000000000007 -0.022974999999999999 0.28833000000000003 -0.24211499999999997 -0.108275 0.086700000000000013 0.065520000000000009 0.047800000000000009 -0.108275 -0.080749999999999975 0.085110000000000005 0.093930000000000013 -0.22118499999999996 -0.042254999999999994 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 -6 -2 -3 11 15 -7 17 -8 14 -9 -10 -12 -4 -11
right_child=6 7 3 -5 5 10 12 13 9 18 16 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00059643633118433993 0.00077226150601863628 0.00035053985858908397 0.00086191128094976783 0.0017049444065637966 0.00051674677963049005 0.00089083414411841204 0.00043442802413838936 0.00070763612721513988 0.0014357976211049628 0.0012890843826684015 0.00145377066958856 0.0013549068800282492 6.3372188079998369e-05 0.00057444077985268629 0.0010687178806228458 0.001250278331086599 0.0012059884910313636 0.0011368148035182919 0.0010733861471541731
leaf_weight=65 98 78 57 91 52 65 76 53 830 766 74 71 54 57 52 108 182 85 53
leaf_count=65 98 78 57 91 52 65 76 53 830 766 74 71 54 57 52 108 182 85 53
internal_value=0 0.00123129 0.0012882 0.00130666 0.00129118 0.00110442 0.000492065 0.000638621 0.00132652 0.00134956 0.00119951 0.00113628 0.000280568 0.000777109 0.000886793 0.00141447 0.00127775 0.00102671 0.00127517
internal_weight=0 2739 2499 2434 2343 373 228 240 1970 1757 321 213 130 162 105 938 256 142 819
internal_count=2967 2739 2499 2434 2343 373 228 240 1970 1757 321 213 130 162 105 938 256 142 819
is_linear=0
shrinkage=0.0032998


Tree=5821
num_leaves=32
num_cat=0
split_feature=1 12 2 12 2 2 1 1 12 15 15 16 16 0 50 52 52 2 1 52 2 2 16 393 0 0 12 52 2 12 15
split_gain=12.658 3.30583 2.93136 1.91195 1.60534 0.649186 0.601726 0.523047 0.484426 0.515868 0.575013 0.482867 0.446307 0.607666 0.430139 0.392381 0.36866 0.363586 0.349389 0.344398 0.339063 0.471589 0.335297 0.380215 0.334591 0.314604 0.226166 0.143851 0.127431 0.124728 0.108924
threshold=0.10910500000000002 0.085075000000000026 0.11806500000000002 0.056995000000000011 0.10433000000000002 0.072175000000000017 0.087545000000000026 0.11779500000000002 0.086885000000000004 -0.033234999999999994 -0.075094999999999981 -0.039209999999999995 0.053305000000000012 -0.061674999999999994 0.077920000000000003 -0.031059999999999997 0.0030150000000000008 0.092155000000000015 0.083250000000000005 0.090675000000000019 0.083970000000000017 0.084665000000000004 0.26900000000000007 0.10296000000000001 -0.14259999999999998 -0.10998999999999999 0.085785000000000014 -0.44829999999999998 0.092385000000000009 0.11395500000000001 0.087450000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 7 4 5 -1 17 -3 18 10 11 14 13 24 16 -6 -10 -7 19 20 -5 -22 23 29 -2 -26 -23 -12 -13 30 -11
right_child=1 2 -4 8 15 6 -8 -9 9 22 27 28 -14 -15 -16 -17 -18 -19 -20 -21 21 26 -24 -25 25 -27 -28 -29 -30 -31 -32
leaf_value=0.00085980723449955766 0.00031675764300244358 0.0015218392785857834 0.00035061488261830962 0.0015514966754078114 0.00046096359149944269 0.0014717636382160508 0.00098126461896752624 0.0010811516056692216 0.00078669913616282534 0.0012709679720742828 0.0010690599081496735 0.0012338295268479883 0.0006750976033352105 0.00016437572273311207 0.0012684444159346967 0.00082613045923617492 0.0011384073237153557 0.0011188610300335575 0.001067231323069795 0.0011302626578845597 0.0010310115154167001 0.001319445846451775 0.0014700988252026195 0.0014937179068741262 0.00076696060203602749 0.00043599043321038784 0.0015359416185487119 0.00085342787448601152 0.0014499344673547005 0.0010400285169339582 0.0011822303109575221
leaf_weight=81 78 55 53 89 54 87 82 65 66 238 55 65 74 92 83 81 66 52 63 81 53 226 63 52 60 67 72 97 62 53 502
leaf_count=81 78 55 53 89 54 87 82 65 66 238 55 65 74 92 83 81 66 52 63 81 53 226 63 52 60 67 72 97 62 53 502
internal_value=0 0.000620995 0.000997856 0.00117814 0.000980131 0.00111403 0.00120705 0.00128343 0.0012217 0.00118815 0.00110167 0.00117712 0.000445167 0.000387759 0.00108097 0.000680325 0.00096282 0.00134 0.00130218 0.00133052 0.00136731 0.0013205 0.00123516 0.0012176 0.000487837 0.000592632 0.00137187 0.000931684 0.00133961 0.00119945 0.00121082
internal_weight=0 544 173 2423 437 302 221 120 1986 1402 494 342 371 297 215 135 132 139 584 521 440 351 908 845 205 127 298 152 127 793 740
internal_count=2967 544 173 2423 437 302 221 120 1986 1402 494 342 371 297 215 135 132 139 584 521 440 351 908 845 205 127 298 152 127 793 740
is_linear=0
shrinkage=0.0032998


Tree=5822
num_leaves=21
num_cat=0
split_feature=4 2 15 41 160 1 0 15 2 151 15 42 15 1 42 1211 51 159 4 42
split_gain=0.829203 0.279524 0.252948 0.244803 0.224117 0.194718 0.397905 0.348942 0.244319 0.211471 0.317403 0.154723 0.139936 0.130477 0.126186 0.147314 0.130568 0.0965176 0.175737 0.0645235
threshold=0.028075000000000006 0.14132000000000003 0.12625000000000003 0.084515000000000021 -0.54883999999999988 0.083670000000000008 -0.12368999999999998 -0.033234999999999994 0.11666500000000002 -0.068254999999999996 -0.10328999999999998 0.11466000000000001 -0.092389999999999986 0.090355000000000005 -0.14449499999999996 1.0000000180025095e-35 0.089040000000000022 0.10500500000000001 0.51367000000000018 0.085790000000000019
decision_type=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 6 -2 9 12 -7 17 14 -8 -13 -6 16 -16 18 -11 -17
right_child=3 -3 -4 -5 11 7 8 -9 -10 10 -12 13 -14 -15 15 19 -18 -19 -20 -21
leaf_value=-0.0012609461922881546 0.019095706771799108 -0.0025366985216570882 0.02120746637005427 0.013358921274175796 0.016464474950585235 -0.0062105535188999974 0.0059619377225875701 -0.012162871904722658 0.01159416784247495 -0.00081624774191029869 0.012886553508523744 0.0086300775523013001 -0.0048725381478415663 -0.002379282330567869 0.010114823585804698 0.0117487019958861 0.0060000846267792944 -0.0051904335795096603 0.01031317048027818 0.020182232312589265
leaf_weight=53 52 53 54 61 87 74 52 57 61 130 81 73 96 52 1448 53 260 59 58 53
leaf_count=53 52 53 54 61 87 74 52 57 61 130 81 73 96 52 1448 53 260 59 58 53
internal_value=0 0.00950898 0.00980913 0.00311669 0.0095122 0.00224645 0.00591676 0.000155496 0.00262919 0.0019066 0.00374339 0.00979491 -0.00105369 0.00403581 0.0101727 0.00986991 0.00948951 0.000737745 0.00260774 0.0159824
internal_weight=0 2186 2133 781 2079 720 261 459 209 402 328 2026 148 125 1901 1814 1708 247 188 106
internal_count=2967 2186 2133 781 2079 720 261 459 209 402 328 2026 148 125 1901 1814 1708 247 188 106
is_linear=0
shrinkage=0.16829


Tree=5823
num_leaves=13
num_cat=0
split_feature=15 150 1209 39 393 12 1452 11 1429 42 42 12
split_gain=0.253525 0.265947 0.27531 0.234741 0.262954 0.234609 0.163344 0.167031 0.183673 0.154986 0.147257 0.138548
threshold=-0.2987999999999999 0.11680000000000001 -0.084394999999999984 0.10096000000000001 0.10541500000000002 -0.042789999999999988 0.093915000000000012 0.080705000000000013 -0.086159999999999987 0.083785000000000012 0.0069650000000000016 0.093455000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 6 10 7 8 -4 -3 -1 -9
right_child=1 9 3 -5 -6 -7 -8 11 -10 -11 -12 -13
leaf_value=-0.010578498967448573 -0.0043874071833349708 -0.0079042013211347347 0.017323871672442395 -0.0015543503139877745 0.019550438197137518 0.0074938307732934648 -0.00038349509304164619 0.018570236799497812 0.0071781322028337015 0.0050815569138499741 0.0011970197024542902 0.0083632370570521693
leaf_weight=53 56 52 52 78 53 88 71 72 2190 52 69 81
leaf_count=53 56 52 52 78 53 88 71 72 2190 52 69 81
internal_value=0 0.00693959 0.00726696 0.00751896 0.00780062 0.000863767 0.00754736 0.00778322 0.00741425 -0.00139405 -0.00390385 0.0131783
internal_weight=0 2757 2653 2597 2519 210 2466 2395 2242 104 122 153
internal_count=2967 2757 2653 2597 2519 210 2466 2395 2242 104 122 153
is_linear=0
shrinkage=0.16829


Tree=5824
num_leaves=27
num_cat=0
split_feature=12 3 12 133 131 130 3 12 16 14 12 13 3 150 474 1209 483 402 16 16 16 13 3 402 3 402
split_gain=9.05212 3.30237 1.56911 1.53321 1.67288 1.39864 1.27019 0.889161 1.33579 0.805148 0.50278 0.429881 0.420728 0.33461 0.404873 0.332087 0.250761 0.287818 0.252087 0.193911 0.285583 0.191554 0.121572 0.198976 0.166359 0.0663798
threshold=0.056995000000000011 0.28833000000000003 0.13642500000000005 0.086975000000000011 0.08567000000000001 -1.0000000180025095e-35 0.11745500000000002 0.095330000000000012 -0.14879499999999998 0.073890000000000011 -0.086944999999999981 -0.42246499999999992 -0.115685 0.086025000000000018 0.084330000000000002 1.0000000180025095e-35 0.089065000000000019 0.11135000000000002 -0.008069999999999999 -0.074904999999999985 -0.090044999999999986 0.084770000000000026 -0.11372999999999998 -0.063254999999999992 -0.07298499999999998 -0.092309999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 5 -1 13 9 -9 12 -5 -3 21 14 -7 16 17 -14 -18 20 -10 -2 -21 -24 -25 -17
right_child=2 11 -4 10 -6 6 -8 8 19 -11 -12 -13 15 -15 -16 25 18 -19 -20 22 -22 -23 23 24 -26 -27
leaf_value=0.00041124078658776264 0.0007911037779431843 0.00036348299711516419 0.00058735302034931629 0.00063623364097080263 0.00030649509733599891 0.0011441421987510669 0.00057591540071097425 0.00058297629891613861 0.00099070461453084789 0.0015375468973600481 0.00021086800951573695 -2.4501949372769091e-05 0.0011631393281938166 0.0008217655374998476 0.00082210322182249649 0.0012389482445294554 0.00083392394383368284 0.00095749910083002706 0.0011456273662751458 0.0011388813067309414 0.001310013597418864 0.0010733870940827857 0.0011269403901774128 0.00084837434606230039 0.0010341037187628619 0.0014120165472971528
leaf_weight=56 54 68 66 64 57 257 76 75 56 56 58 57 1043 62 52 55 60 82 56 76 71 54 83 118 101 54
leaf_count=56 54 68 66 64 57 257 76 75 56 56 58 57 1043 62 52 55 60 82 56 76 71 54 83 118 101 54
internal_value=0 0.000679714 0.00108945 0.000770101 0.000843194 0.000903943 0.00096559 0.00110526 0.000994946 0.0011475 0.000434299 0.00018628 0.0011325 0.00104532 0.00109006 0.00114846 0.00113293 0.00114818 0.000984705 0.00105606 0.00116949 0.000932572 0.00101786 0.000987282 0.000934191 0.00132501
internal_weight=0 807 2160 682 560 503 447 2094 580 1514 122 125 1458 371 309 1350 1241 1125 116 505 127 108 378 302 219 109
internal_count=2967 807 2160 682 560 503 447 2094 580 1514 122 125 1458 371 309 1350 1241 1125 116 505 127 108 378 302 219 109
is_linear=0
shrinkage=0.0032998


Tree=5825
num_leaves=17
num_cat=0
split_feature=2 15 147 3 2 156 133 15 51 1453 1203 1212 2 3 1213 2
split_gain=0.428052 0.519714 0.361508 0.383177 0.317983 0.223143 0.217435 0.208082 0.203618 0.199534 0.186332 0.14268 0.140455 0.130256 0.0954502 0.0432985
threshold=0.11621000000000002 -0.41956999999999994 0.090425000000000019 -0.14186499999999996 0.084815000000000015 0.10280000000000002 0.017095000000000003 -0.032144999999999993 -0.045524999999999989 -0.079499999999999987 0.088205000000000019 0.087800000000000017 0.15616000000000005 -0.0037099999999999998 -0.023029999999999998 0.12750000000000003
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 12 -6 -5 11 13 15 -11 -13 -2
right_child=5 2 -4 9 8 -7 -8 -9 -10 10 -12 14 -14 -15 -16 -17
leaf_value=-0.0045430437445240588 0.00065123074614279017 0.026835698492093194 -0.0050738152614693572 0.017659970917304309 0.003895194645540227 0.011961443883127143 0.0073716364471721292 -0.011301744298786911 0.016814733936795247 0.0064477793430174459 0.015442906833883687 0.014997764284662155 0.0075361324898116904 0.010577328452752789 0.007499636947910132 -0.0052331190111233779
leaf_weight=91 67 54 55 60 58 55 93 55 87 1605 87 113 56 252 86 74
leaf_count=91 67 54 55 60 58 55 93 55 87 1605 87 113 56 252 86 74
internal_value=0 0.00793299 0.00839579 0.00870496 0.0157866 0.00200512 0.00041267 -0.00214839 0.0116593 0.00806446 0.00779496 0.00747047 0.000397995 0.00700914 0.0117664 -0.00242427
internal_weight=0 2548 2457 2402 199 400 345 252 145 2203 2143 2056 197 1857 199 141
internal_count=2948 2548 2457 2402 199 400 345 252 145 2203 2143 2056 197 1857 199 141
is_linear=0
shrinkage=0.16829


Tree=5826
num_leaves=23
num_cat=0
split_feature=2 2 2 15 12 2 12 39 1374 151 16 52 42 12 147 39 1446 16 15 2 2 3
split_gain=9.33951 5.68271 1.5282 1.35252 1.0741 1.03231 0.934943 0.626226 0.425349 0.401459 0.386581 0.384501 0.368345 0.265506 0.275628 0.281838 0.231511 0.191093 0.126042 0.100004 0.309976 0.0806197
threshold=0.12026500000000001 -1.0000000180025095e-35 0.10510500000000002 -0.41956999999999994 0.085465000000000013 0.16993500000000003 -0.012249999999999999 0.092205000000000023 -1.0000000180025095e-35 -0.0017399999999999998 0.12992000000000004 -0.53473999999999988 0.089625000000000024 0.10011000000000002 0.087170000000000011 0.0039300000000000003 0.037915000000000011 -0.14239499999999997 -0.067614999999999995 0.095565000000000011 0.091915000000000011 -0.089704999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 -1 9 7 -5 10 -3 -4 17 -6 13 14 15 -10 19 -2 -13 20 -14 -15
right_child=5 2 4 6 11 -7 -8 -9 12 -11 -12 18 16 21 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00024734986266061537 0.00079488530891337476 0.00096239617293157717 0.00057723855123487772 0.00056545359103270395 0.0014115448586399944 0.00022988584890462033 0.0011125725399275016 0.00036514160342457905 0.0013284546459121599 0.00093669461606841217 0.0010099132176769913 0.00098259087976095786 0.0011470230909153545 0.0012571139058801225 0.0010744617531893332 0.0011068433140660968 0.0013930259301185967 0.00054627065379131824 0.0011730876868980646 0.0010545965080791476 0.0014061010911931928 0.0010921888058822743
leaf_weight=64 72 53 53 71 56 72 66 54 1208 97 53 70 332 58 55 68 56 66 93 80 61 90
leaf_count=64 72 53 53 71 56 72 66 54 1208 97 53 70 332 58 55 68 56 66 93 80 61 90
internal_value=0 0.00117776 0.00122189 0.000644168 0.0010258 0.000577985 0.000829286 0.00068014 0.00125698 0.000809922 0.000769013 0.0011735 0.00126473 0.00129174 0.00130669 0.00131667 0.00118916 0.000676238 0.0010915 0.00116495 0.00118733 0.00115706
internal_weight=0 2631 2430 201 369 317 137 245 2061 150 191 219 2008 1479 1331 1276 529 138 163 473 393 148
internal_count=2948 2631 2430 201 369 317 137 245 2061 150 191 219 2008 1479 1331 1276 529 138 163 473 393 148
is_linear=0
shrinkage=0.0032998


Tree=5827
num_leaves=23
num_cat=0
split_feature=4 39 3 4 16 3 43 160 3 3 4 39 4 16 156 474 16 3 16 160 4 16
split_gain=11.4899 3.93528 3.4232 1.36478 1.11049 1.02439 0.899155 0.748752 0.634941 0.514187 0.540444 0.495643 0.459789 0.423976 0.36812 0.400143 0.283757 0.496652 0.277153 0.267338 0.124936 0.0778992
threshold=0.31392000000000003 0.08252000000000001 0.28833000000000003 -0.082804999999999976 -0.094469999999999985 0.088880000000000015 -0.069434999999999983 -0.074049999999999991 -0.082634999999999986 -0.083874999999999991 -0.47860499999999995 0.091265000000000013 0.043640000000000005 -0.27637999999999996 0.091075000000000017 0.023345000000000001 -0.080909999999999996 -0.24149499999999999 -0.47730499999999992 -0.018374999999999996 0.24099500000000004 -0.083614999999999981
decision_type=2 2 2 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 11 -2 -9 16 -11 -3 14 20 15 -5 21 -18 -10 -15 -14 -6
right_child=7 6 -4 5 9 -7 -8 8 18 10 -12 -13 13 19 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0018420217959967959 0.00077944351282471043 0.0007526768467993356 0.00040243304282579472 0.0012308738874012976 0.001340666795594429 0.00085088911020955336 0.0010970844246993719 0.00068340770972109182 0.0004389026450968669 0.0013441394125286602 0.00088654856364751367 0.00035033883896038348 0.0013818492863784549 0.00080215020374900525 0.0010478371691810321 0.0013907338672132874 0.001193486443753397 0.0015333362243671676 0.00016063924935786112 0.0010805291373361509 0.001153218502949131 0.0011890078147357896
leaf_weight=52 86 95 54 1063 102 89 58 68 79 63 52 52 54 52 101 208 62 207 78 148 57 68
leaf_count=52 86 95 54 1063 102 89 58 68 79 63 52 52 54 52 101 208 62 207 78 148 57 68
internal_value=0 0.00118791 0.00122494 0.00124361 0.00137917 0.00119722 0.000748406 0.000517083 0.000416646 0.00133566 0.00113754 0.000610593 0.00121552 0.00109997 0.00124169 0.00125706 0.00138748 0.00145514 0.000300882 0.00100833 0.00126476 0.00128021
internal_weight=0 2637 2432 2378 606 1772 205 311 225 554 115 147 1683 311 1372 1271 439 269 157 200 111 170
internal_count=2948 2637 2432 2378 606 1772 205 311 225 554 115 147 1683 311 1372 1271 439 269 157 200 111 170
is_linear=0
shrinkage=0.0032998


Tree=5828
num_leaves=26
num_cat=0
split_feature=1 1 3 1 0 457 4 4 4 3 16 3 4 16 42 4 3 50 3 4 16 474 0 1 16
split_gain=15.3675 3.02336 1.78143 1.14744 0.963778 0.905782 0.798775 0.794014 0.709161 0.670978 0.470336 0.422303 0.421066 0.451219 0.509068 0.403361 0.340282 0.332282 0.599686 0.240903 0.217129 0.173627 0.143518 0.124179 0.120274
threshold=0.10509 0.12381000000000002 -0.029394999999999998 0.092845000000000025 -0.14920999999999998 0.062030000000000009 0.27998000000000006 0.24099500000000004 0.024470000000000002 0.081495000000000012 -0.057034999999999995 -0.051469999999999995 -0.47860499999999995 0.014185000000000001 0.079335000000000003 0.51367000000000018 0.0025650000000000004 0.11669000000000002 -0.063264999999999988 -0.076164999999999997 0.022165000000000004 0.082665000000000002 -0.11214999999999999 0.096630000000000008 0.40422000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 9 11 20 24 12 -1 22 19 -6 17 -15 -8 -4 18 -14 -5 -3 -16 -10 -21 -2
right_child=1 6 16 5 8 -7 15 -9 10 -11 -12 -13 13 14 21 -17 -18 -19 -20 23 -22 -23 -24 -25 -26
leaf_value=0.0018798999234016106 0.0014377533551862681 0.00053289222799232953 0.00050419858636985726 0.0014536462969581899 0.0015777433736028372 0.00076025158856768871 0.00015143401908122704 0.00087245666064599708 0.0013965504061488583 0.0013878713507347372 0.00097961296506306086 0.00099953380309778851 0.0013537883851946692 0.00097935825556836383 0.0012316531182363247 0.00048275252167937502 0.00080759114478385784 0.0011293832501919018 0.0017187345948466957 0.0010906365746612325 0.00082781509971444674 0.0014612062235448305 0.0011899462869817193 0.0013069855966548213 0.0012153664378685999
leaf_weight=58 53 57 72 67 81 61 83 71 62 65 101 77 1151 78 124 78 94 68 52 59 54 54 103 64 61
leaf_count=58 53 57 72 67 81 61 83 71 62 65 101 77 1151 78 124 78 94 68 52 59 54 54 103 64 61
internal_value=0 0.000722441 0.000924899 0.00130616 0.00133597 0.0011246 0.000461053 0.00114785 0.00131729 0.00162017 0.0011585 0.00120771 0.00134354 0.00133109 0.00120348 0.000312167 0.000676211 0.00135677 0.00136959 0.00129189 0.000676686 0.00130149 0.00126779 0.00120349 0.00131907
internal_weight=0 623 351 2325 1997 328 272 185 1874 123 266 267 1608 1527 256 161 166 1271 1203 190 111 178 165 123 114
internal_count=2948 623 351 2325 1997 328 272 185 1874 123 266 267 1608 1527 256 161 166 1271 1203 190 111 178 165 123 114
is_linear=0
shrinkage=0.0032998


Tree=5829
num_leaves=19
num_cat=0
split_feature=4 4 12 457 394 12 4 4 48 48 130 1212 1 4 1446 13 40 1
split_gain=0.65932 0.42466 0.30217 0.269748 0.207525 0.232148 0.588923 0.346238 0.308394 0.160846 0.160225 0.26135 0.213636 0.157396 0.157246 0.143125 0.134985 0.0972234
threshold=0.31392000000000003 0.50944500000000004 0.023990000000000004 0.12473000000000002 0.062345000000000005 -1.0000000180025095e-35 -0.031159999999999997 -0.085474999999999982 0.087550000000000017 -0.083209999999999992 0.084550000000000014 0.040035000000000008 1.0000000180025095e-35 0.41939500000000002 0.10324000000000001 0.11238500000000001 -0.011859999999999997 0.13130500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 5 6 -1 10 16 -9 11 12 -7 -2 15 -11 -8 -3
right_child=1 17 -4 -5 -6 7 8 9 -10 14 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.009835610017293132 -0.0061968538449338117 0.012339026421177327 -0.015559522605754012 -0.0025081690735619692 0.019835941310916257 0.0068730539524397534 0.0091567409233715737 0.01763873942257891 0.00012257276740384234 0.0084548087526721237 0.006444073450035245 0.025440436225176201 0.016109135200704006 0.0067168616679673249 0.017090311194717055 0.00031281676397927464 0.020819602913468172 0.0036946293071360922
leaf_weight=62 55 65 52 54 54 102 63 56 68 1634 71 60 239 52 58 64 52 87
leaf_count=62 55 65 52 54 54 102 63 56 68 1634 71 60 239 52 58 64 52 87
internal_value=0 0.00103802 -0.00503551 0.00923745 0.0094837 0.00926195 0.00432579 0.00979065 0.00913346 0.00873045 0.0138569 0.015165 0.0133517 6.218e-05 0.00844534 0.00814898 0.014446 0.00740307
internal_weight=0 311 159 2637 2583 2529 245 2284 183 1812 472 401 341 107 1756 1698 115 152
internal_count=2948 311 159 2637 2583 2529 245 2284 183 1812 472 401 341 107 1756 1698 115 152
is_linear=0
shrinkage=0.16829


Tree=5830
num_leaves=10
num_cat=0
split_feature=2 4 151 151 0 0 0 1 51
split_gain=0.342784 0.381802 0.343204 0.395601 0.278884 0.241388 0.335491 0.364532 0.274609
threshold=0.25063000000000007 -0.5109999999999999 0.12207000000000001 0.057805000000000002 0.12441000000000001 -0.0033699999999999993 -0.033754999999999993 0.13276500000000002 -0.067854999999999985
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -7
right_child=-2 2 -4 -5 -6 8 -8 -9 -10
leaf_value=-0.0057645580593558877 -0.0068946575186163888 0.0074995424810241585 0.020229159980474021 -0.0060546973293734273 0.017565999722003602 0.0085407599152001207 0.020606045246585495 -0.0024463560554308502 -0.0054775813344444925
leaf_weight=66 52 2321 56 65 72 70 53 109 91
leaf_count=66 52 2321 56 65 72 70 53 109 91
internal_value=0 0.00687388 0.00716853 0.00690489 0.0072157 0.00693317 0.00734269 0.00705267 0.000606191
internal_weight=0 2903 2837 2781 2716 2644 2483 2430 161
internal_count=2955 2903 2837 2781 2716 2644 2483 2430 161
is_linear=0
shrinkage=0.16829


Tree=5831
num_leaves=19
num_cat=0
split_feature=4 2 123 0 2 14 49 0 14 0 0 43 2 160 0 4 2 4
split_gain=10.3325 2.91796 2.16886 0.711678 0.589829 0.803978 0.716804 0.662452 0.50008 0.477409 0.396821 0.665091 0.372355 0.349776 0.602427 0.230191 0.190864 0.158911
threshold=0.31392000000000003 0.14132000000000003 1.0000000180025095e-35 -0.105195 0.099845000000000003 0.073890000000000011 -0.046739999999999997 -0.22745499999999999 -0.41992499999999994 -0.068189999999999987 -0.076914999999999997 -0.082134999999999986 0.12623500000000001 0.079515000000000016 -0.080499999999999988 -0.087864999999999985 0.11523000000000001 0.00093000000000000016
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 5 7 -6 -1 -5 -4 15 -12 -10 14 -8 -9 -2 -16
right_child=3 -3 9 8 6 -7 13 10 12 -11 11 -13 -14 -15 17 -17 -18 -19
leaf_value=0.00074351464270444904 0.00077131210125852979 0.00043436254059015309 0.00083376000831117023 0.00054022993338453907 0.00069005319925304672 0.0014264034977605276 0.00074250477014313118 0.0013057027925350375 0.00032556144424454163 0.00044459403977648883 0.00077781159026714115 0.0010989143905930868 -3.4356058609758581e-05 0.0012729443468144021 0.0011223060117015343 0.0011313244538714204 0.00051054492270614601 0.00092084249183062457
leaf_weight=54 52 81 86 63 74 90 76 91 78 58 93 299 52 63 203 1307 78 57
leaf_count=54 52 81 86 63 74 90 76 91 78 58 93 299 52 63 203 1307 78 57
internal_value=0 0.00105169 0.00107127 0.000426139 0.00109483 0.00112051 0.00098974 0.00110557 0.000298662 0.000677257 0.00111647 0.00102282 0.000181323 0.00104523 0.00100243 0.0011427 0.000615123 0.00107827
internal_weight=0 2632 2551 323 2407 1934 473 1844 193 144 1790 392 130 399 336 1398 130 260
internal_count=2955 2632 2551 323 2407 1934 473 1844 193 144 1790 392 130 399 336 1398 130 260
is_linear=0
shrinkage=0.0032998


Tree=5832
num_leaves=17
num_cat=0
split_feature=3 480 42 97 16 42 1374 51 13 3 133 1 52 13 133 3
split_gain=0.271252 0.204697 0.170467 0.249025 0.230796 0.189148 0.160835 0.17191 0.285722 0.905715 0.138935 0.114955 0.147572 0.107676 0.0941523 0.0920122
threshold=0.3148450000000001 -0.060589999999999998 0.09117500000000002 -0.0047149999999999996 -0.082359999999999989 0.094640000000000016 0.086000000000000007 -0.23644499999999999 0.053700000000000005 -0.14719499999999996 0.088035000000000016 0.11561500000000001 -0.072664999999999993 -0.076349999999999987 -0.00027499999999999996 -0.07718499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 10 -6 7 -5 9 -9 15 12 -7 -14 -10 -4
right_child=-2 2 4 6 5 11 -8 8 14 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.0018614553254042059 -0.0027562077404211707 -0.0035661294774616231 -0.0086054821624639913 0.014411571126594502 -0.00013481348327553053 0.017453763150099225 0.016114862798499208 0.027865168411456396 -0.0028545204573663064 0.0072651008598431923 0.0050117884036939191 0.0014114862346196943 0.0017518879245873773 0.010115619913681028 0.0040967421312461611 0.00034290072596294648
leaf_weight=80 92 56 57 98 91 58 64 63 71 1534 92 55 60 165 244 75
leaf_count=80 92 56 57 98 91 58 64 63 71 1534 92 55 60 165 244 75
internal_value=0 0.00651391 0.00675531 0.00748577 0.00436991 0.0066561 0.00778504 0.00751892 0.0071647 0.00807888 -5.2341e-07 0.00848974 0.00985902 0.00789328 0.00252425 -0.00350756
internal_weight=0 2863 2783 2130 653 429 2074 2010 1912 1597 224 338 283 225 315 132
internal_count=2955 2863 2783 2130 653 429 2074 2010 1912 1597 224 338 283 225 315 132
is_linear=0
shrinkage=0.16829


Tree=5833
num_leaves=18
num_cat=0
split_feature=2 11 52 3 16 0 0 2 1 43 3 50 12 16 16 52 52
split_gain=0.229561 0.211229 0.221114 0.351789 0.417009 0.30321 0.277332 0.264479 0.472454 0.75506 0.449743 0.2466 0.224854 0.148913 0.206219 0.151138 0.148548
threshold=0.25063000000000007 0.093845000000000026 0.11628500000000001 -0.082204999999999986 -0.076029999999999986 0.13304000000000002 0.10446500000000002 0.084045000000000022 0.080320000000000016 0.0034500000000000004 -0.10337499999999998 -0.11980499999999998 0.093985000000000013 -0.04040499999999999 -0.071704999999999991 0.31428500000000009 0.5128250000000002
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 10 11 -10 -1 -9 -12 14 15 -5 -15
right_child=-2 -3 3 13 -6 -7 -8 8 9 -11 12 -13 -14 16 -16 -17 -18
leaf_value=0.021601207508560229 -0.0058888008599009842 -0.0036099519945533092 0.0042803011277214517 0.00067345701703257373 -0.015711040583460626 0.018858692950920016 -0.0060482028076506338 0.017959587189561085 0.0029080504687106954 -0.018703218863154358 0.0091848320268295459 0.0062882721560449384 0.0012935402458069832 0.014014162928705927 -0.0070183349388232789 0.011397159664511465 0.0024514498473237013
leaf_weight=72 52 72 59 88 59 53 53 54 383 52 489 1090 130 79 52 65 53
leaf_count=72 52 72 59 88 59 53 53 54 383 52 489 1090 130 79 52 65 53
internal_value=0 0.00537639 0.00560557 0.00220077 -0.00570014 0.00625683 0.00596854 0.0062499 0.00504563 0.000320504 0.00899917 0.00684076 0.00753044 0.0049726 0.00212257 0.00524102 0.00938517
internal_weight=0 2903 2831 455 118 2376 2323 2270 1579 435 691 1144 619 337 205 153 132
internal_count=2955 2903 2831 455 118 2376 2323 2270 1579 435 691 1144 619 337 205 153 132
is_linear=0
shrinkage=0.16829


Tree=5834
num_leaves=12
num_cat=0
split_feature=10 4 15 12 151 51 150 13 3 2 15
split_gain=0.251887 0.252901 0.2379 0.273481 0.207474 0.245405 0.475544 0.252208 0.45943 0.234157 0.17997
threshold=-0.089679999999999982 -0.5109999999999999 -0.50173499999999993 -0.098524999999999988 0.12207000000000001 0.088940000000000005 0.077110000000000012 -0.010129999999999998 -0.09738999999999999 0.084785000000000013 -0.078064999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 7 10 8 -5 -9 -7
right_child=1 2 3 4 -6 6 -8 9 -10 -11 -12
leaf_value=-0.0045516196352527634 -0.0057051190761176467 -0.0053065998935188461 0.014703241172804719 -0.0077154149670233983 0.015203224931073468 0.0081619311833407912 -0.014046685838365543 0.011765971144170306 0.0045778380351699744 0.005657058806252128 -0.00065182159919686348
leaf_weight=88 66 64 81 92 53 115 55 251 1321 617 152
leaf_count=88 66 64 81 92 53 115 55 251 1321 617 152
internal_value=0 0.00457925 0.00482223 0.00505973 0.00476495 0.00455173 0.000196846 0.0051657 0.00377616 0.00742565 0.00313764
internal_weight=0 2867 2801 2737 2656 2603 322 2281 1413 868 267
internal_count=2955 2867 2801 2737 2656 2603 322 2281 1413 868 267
is_linear=0
shrinkage=0.16829


Tree=5835
num_leaves=25
num_cat=0
split_feature=4 40 13 48 13 4 160 16 40 484 42 51 49 457 16 4 42 13 43 43 52 4 16 4
split_gain=18.1109 4.32014 3.17458 1.41271 0.902747 1.07886 0.789603 0.772414 0.551145 0.466618 0.442666 0.422512 0.411571 0.465283 0.40666 1.03156 0.694756 0.27633 0.248352 0.179853 0.176462 0.129391 0.107459 0.0929738
threshold=0.31392000000000003 -0.034699999999999988 -0.27740999999999993 0.084565000000000015 -0.083274999999999988 -0.057674999999999997 -1.0000000180025095e-35 -0.47730499999999992 -0.08440499999999998 0.11628500000000001 0.081180000000000016 -0.084304999999999977 0.12186500000000001 0.086950000000000013 -0.011964999999999998 -0.40515499999999993 0.085585000000000008 -0.10373499999999998 0.05259500000000001 -0.0043399999999999992 0.11628500000000001 -0.50393499999999991 -0.54150999999999994 -0.076329999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 10 14 -2 22 -5 12 -4 -12 13 -7 18 21 -17 -13 19 -6 -19 -16 -8 -20
right_child=6 2 4 8 5 9 7 -9 -10 -11 11 17 -14 -15 15 16 -18 20 23 -21 -22 -23 -24 -25
leaf_value=0.0016967426871333001 0.0012621810384465136 0.0012270192597575839 0.0017245381086709434 0.00090046322433693987 0.0020010227608387547 0.0018127085178343593 0.0011677648721432469 0.00067251320934022865 0.0013635672277403474 0.0020910585331045126 0.0022631123849226283 0.0022130636716178121 0.0015114987763473213 0.001487046575220651 0.0021650470426986075 0.0014221212941928907 0.0018654114096520067 0.0020113361846268033 0.0019488223624021374 0.0021614163891283751 0.0018482019914334194 0.001952813323087506 0.00096779334166796063 0.001754090203456905
leaf_weight=94 99 76 54 53 381 642 66 91 61 52 83 65 66 53 69 71 87 384 70 104 97 69 59 53
leaf_count=94 99 76 54 53 381 642 66 91 61 52 83 65 66 53 69 71 87 384 70 104 97 69 59 53
internal_value=0 0.00185388 0.00189229 0.00139647 0.00191334 0.00187269 0.00101725 0.000904822 0.00114857 0.00178496 0.00201549 0.00204042 0.001764 0.00178792 0.00195155 0.00184966 0.00166643 0.0020065 0.0020011 0.00203549 0.00197851 0.00205919 0.00107366 0.0018652
internal_weight=0 2684 2476 208 2400 1717 315 216 114 813 683 629 761 695 904 296 158 546 608 485 481 138 125 123
internal_count=2999 2684 2476 208 2400 1717 315 216 114 813 683 629 761 695 904 296 158 546 608 485 481 138 125 123
is_linear=0
shrinkage=0.0032998


Tree=5836
num_leaves=26
num_cat=0
split_feature=4 3 3 43 42 0 3 4 4 16 4 47 0 4 0 42 16 4 4 158 43 16 16 16 0
split_gain=12.6634 5.60581 2.67913 2.84484 1.64532 1.43459 1.11553 0.977091 0.678238 0.623519 0.599729 0.537949 0.870861 0.541714 0.675047 0.476263 0.472878 0.431916 0.765546 0.423543 0.366338 0.257427 0.256351 0.240486 0.229015
threshold=0.31392000000000003 -0.066789999999999974 0.28833000000000003 -0.035884999999999993 -1.0000000180025095e-35 -0.14534499999999997 -0.14954999999999999 0.032770000000000001 -0.048309999999999992 -0.49353499999999995 0.41939500000000002 0.077735000000000012 -0.22745499999999999 0.049545000000000006 -0.077364999999999975 0.0069650000000000016 -0.085264999999999994 -0.4950449999999999 -0.10701499999999999 0.080235000000000015 0.060690000000000008 -0.083144999999999983 -0.28430999999999995 0.0060400000000000011 -0.072039999999999979
decision_type=2 2 2 2 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 -2 17 -6 10 -8 12 -5 14 -14 -10 -11 -7 -19 22 23 -22 -9 -20 -24
right_child=6 2 -4 11 8 7 9 19 15 16 -12 -13 13 -15 -16 -17 -18 18 20 -21 21 -23 24 -25 -26
leaf_value=0.001616147824989892 0.00079833943017380317 0.0010878296905608321 0.00013416194565308746 0.0006089917429287589 0.00073880577841487502 0.0014533558704409768 0.00022025307330505986 0.0010618600162303844 7.1139943300452057e-05 -3.2155230982124093e-05 0.00069219539310222649 0.001286487187159266 0.0014230794056913235 0.00081932271405029799 0.0010039754864078071 0.00048774940466580433 0.00035356385855355869 0.00085974388459694392 0.0012246765595521104 0.0011647500253985049 0.0011717238429526068 0.00091815352335426444 0.00065519368425039017 0.0011099362830451125 0.00094679026361834827
leaf_weight=75 57 56 57 54 56 61 57 52 55 78 61 87 70 67 107 66 62 84 1109 75 88 91 69 252 53
leaf_count=75 57 56 57 54 56 61 57 52 55 78 61 87 70 67 107 66 62 84 1109 75 88 91 69 252 53
internal_value=0 0.00107976 0.000819416 0.000882562 0.000594427 0.00116721 0.000380213 0.00114979 0.000438123 0.000287699 0.000464522 0.00105685 0.000989687 0.0010738 0.00116992 0.000298673 0.000138412 0.00117839 0.00116804 0.000956092 0.00118483 0.00104301 0.000865951 0.00120346 0.00078216
internal_weight=0 2684 675 618 233 2009 315 1934 177 258 118 385 298 244 177 121 140 1685 1624 249 1540 179 174 1361 122
internal_count=2999 2684 675 618 233 2009 315 1934 177 258 118 385 298 244 177 121 140 1685 1624 249 1540 179 174 1361 122
is_linear=0
shrinkage=0.0032998


Tree=5837
num_leaves=28
num_cat=0
split_feature=12 9 12 13 150 150 133 13 42 13 12 11 13 49 51 133 474 13 484 13 49 42 133 133 52 13 52
split_gain=8.40246 2.55397 2.31923 2.22195 1.62996 1.28689 0.880863 0.809045 0.764436 0.817877 0.592831 0.472813 0.310692 0.271808 0.343915 0.292274 0.466099 0.305182 0.193762 0.189662 0.150198 0.12407 0.104828 0.103347 0.0742525 0.0595308 0.0215443
threshold=0.056995000000000011 -1.0000000180025095e-35 0.10508500000000001 -0.27740999999999993 -0.074759999999999979 0.10784500000000001 0.077945 0.053700000000000005 -0.018314999999999994 0.032645000000000007 0.087765000000000024 1.0000000180025095e-35 -0.065824999999999981 0.119245 -0.10998999999999999 0.066685000000000008 0.085295000000000024 -0.081224999999999978 -0.019629999999999998 -0.095139999999999988 0.088465000000000002 0.11517500000000001 0.089725000000000013 0.086750000000000008 0.089255000000000015 -0.057284999999999996 -0.43479999999999991
decision_type=2 2 2 2 2 2 2 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 -3 -5 6 7 12 24 25 11 19 -6 14 26 16 18 -17 -16 -2 22 -19 23 -21 -4 -10 -12
right_child=2 3 8 4 5 -7 -8 -9 9 -11 13 -13 -14 -15 15 17 -18 21 -20 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00041485320543292541 0.0012140078913159822 0.00052802616631185428 0.0012880576052303463 0.00050985283632426525 0.0010825714726754262 0.00062420166055672879 0.00086677010351849835 0.00090768020615227733 0.00097602215079554641 0.00057678318677429577 0.001434750414347859 0.0016816337463621839 0.0013552097816186776 0.0010621585194756317 0.0014385723117086816 0.0015645363325088313 0.00098501495921241131 0.0012639124368402121 0.0012567934039742835 0.0013872998120402524 0.0015657691226917817 0.0014181983096191991 0.0012731955210078501 0.0015218068420937425 0.0011236395241129551 0.0011427634370993541 0.0015469623405483539
leaf_weight=101 62 102 77 54 57 53 87 68 52 61 56 69 260 52 76 72 66 171 537 388 64 94 76 82 58 52 52
leaf_count=101 62 102 77 54 57 53 87 68 52 61 56 69 260 52 76 72 66 171 537 388 64 94 76 82 58 52 52
internal_value=0 0.000905131 0.00130314 0.000977793 0.00105697 0.00111317 0.001168 0.00123598 0.00103284 0.000881401 0.00134542 0.00141904 0.0013063 0.001299 0.00130993 0.00129085 0.00125083 0.00137139 0.00127939 0.00139203 0.00141006 0.00131877 0.00139175 0.00141084 0.00121768 0.00105973 0.0014891
internal_weight=0 782 2217 681 579 525 472 385 300 165 1917 741 317 1176 1124 1016 679 337 613 672 610 265 546 470 135 104 108
internal_count=2999 782 2217 681 579 525 472 385 300 165 1917 741 317 1176 1124 1016 679 337 613 672 610 265 546 470 135 104 108
is_linear=0
shrinkage=0.0032998


Tree=5838
num_leaves=20
num_cat=0
split_feature=1 41 1 151 34 156 16 13 16 16 1 50 16 52 16 4 155 16 3
split_gain=0.547194 0.405946 0.29708 0.261298 0.236265 0.265287 0.327316 0.299634 0.32235 0.293944 0.233029 0.153062 0.193857 0.31831 0.185048 0.232565 0.0584638 0.0457365 0.0237336
threshold=0.15390500000000004 0.085175000000000015 0.09518500000000002 0.067425000000000013 -0.085489999999999997 0.10691500000000002 -0.047754999999999999 -0.09057999999999998 -0.082194999999999976 0.51041000000000014 0.11230000000000001 -0.11980499999999998 0.20277000000000003 -0.53473999999999988 0.10923000000000001 -0.15615999999999999 0.112835 -0.27637999999999996 -0.073309999999999986
decision_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 -4 6 7 17 -9 10 -8 -1 14 -14 15 -13 -7 -6 -15
right_child=-2 -3 4 -5 5 16 9 8 -10 -11 -12 12 13 18 -16 -17 -18 -19 -20
leaf_value=0.015556686026126925 -0.010369062485838024 0.017393200515392403 0.014356475549393025 0.018611127884518939 0.00043458330876549776 0.014316898808358127 -0.010630310241552121 0.0040404053691719269 0.017610966188983026 0.0065595731816900519 0.0018027325297701432 -0.0042017984210680074 0.011060769013308379 -0.0061986839379521144 0.015475495674657834 0.0072070996921806546 0.0063975315831271019 -0.0064985275765572391 -0.0013567473808145203
leaf_weight=57 55 95 52 56 55 53 131 185 68 64 63 52 63 58 74 1652 55 52 59
leaf_count=57 55 95 52 56 55 53 131 185 68 64 63 52 63 58 74 1652 55 52 59
internal_value=0 0.00656072 0.00619888 0.00725294 0.00339074 0.00260284 0.0012547 0.00453554 0.00769493 -0.00331625 -0.00658352 0.00693638 0.00668452 0.00140924 0.00721756 0.00685789 0.0103005 -0.00291799 -0.00377238
internal_weight=0 2944 2849 2071 778 726 618 360 253 258 194 2015 1958 180 1778 1704 108 107 117
internal_count=2999 2944 2849 2071 778 726 618 360 253 258 194 2015 1958 180 1778 1704 108 107 117
is_linear=0
shrinkage=0.16829


Tree=5839
num_leaves=17
num_cat=0
split_feature=3 13 12 4 16 14 4 157 151 1375 457 3 16 4 457 156
split_gain=0.345028 0.499355 0.450545 0.233316 0.282141 0.630449 0.305921 0.217317 0.277347 0.371498 0.255162 0.223861 0.170859 0.168725 0.159193 0.110403
threshold=-0.14884499999999998 0.085955000000000018 0.084395000000000012 0.31392000000000003 -0.49057499999999993 -0.38100999999999996 0.41939500000000002 -0.14480499999999996 -0.092609999999999984 -0.080214999999999995 0.048870000000000004 -0.10337499999999998 -0.03614499999999999 -0.46195999999999998 0.086350000000000024 0.090625000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 6 -6 -5 -2 10 -10 -9 12 -11 -3 15 -13
right_child=3 13 -4 4 5 -7 -8 8 9 11 -12 14 -14 -15 -16 -17
leaf_value=0.0069644826972937324 -0.00335147934697143 0.009470373009764093 0.02670991273049457 -0.0033566765147895411 0.0050201647180107972 -0.018146717008478551 0.013454412377954658 0.0050684662353274275 -0.0089397873373405386 0.0046029623927120872 0.018789623340609143 0.005803477924160777 -0.008475725867366982 -0.0035789586510734514 0.014825544235627238 0.00095482099523578029
leaf_weight=58 82 56 76 57 73 61 66 73 53 56 82 1896 57 56 53 144
leaf_count=58 82 56 76 57 73 61 66 73 53 56 82 1896 57 56 53 144
internal_value=0 0.0112423 0.0181768 0.0046579 -0.000163504 -0.00551255 0.0056493 0.00515505 0.00544475 0.00497091 0.012339 0.00530593 -0.00197835 0.00292967 0.00570006 0.0054621
internal_weight=0 246 134 2753 257 134 123 2496 2414 2259 155 2206 113 112 2093 2040
internal_count=2999 246 134 2753 257 134 123 2496 2414 2259 155 2206 113 112 2093 2040
is_linear=0
shrinkage=0.16829


Tree=5840
num_leaves=15
num_cat=0
split_feature=11 399 12 33 10 1 133 43 2 14 1455 15 48 131
split_gain=0.459653 0.206933 0.333279 0.239819 0.627701 0.167988 0.195952 0.224609 0.296544 0.187989 0.252498 0.236013 0.151849 0.125973
threshold=0.093525000000000011 0.086730000000000015 0.087545000000000026 0.084300000000000014 -0.063134999999999983 0.098395000000000024 -0.07712999999999999 -0.073819999999999983 0.11218000000000002 0.064610000000000015 0.083055000000000018 -0.011484999999999999 -0.035574999999999989 0.090595000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 9 -7 13 -9 10 12 -12 -6 -8
right_child=-2 2 -4 -5 5 6 7 8 -10 -11 11 -13 -14 -15
leaf_value=-0.012254653884319323 -0.0091863829625077574 -0.012184510776958238 0.0046666701290281245 0.016144101014080706 -0.0023390496995176935 -0.0059949367960923997 0.00264076086003058 0.0014028406586254487 0.011195824767371082 0.014507255526552219 0.0054437898142483685 -0.008586382525102472 0.0065414406029771473 -0.0057553479327913286
leaf_weight=59 68 52 92 55 56 63 144 168 184 72 71 65 1733 78
leaf_count=59 68 52 92 55 56 63 144 168 184 72 71 65 1733 78
internal_value=0 0.00480293 -0.001406 0.00512894 0.00490331 0.00528832 0.00290327 0.00388303 0.006527 0.0060482 0.00573087 -0.0012486 0.00626246 -0.000301131
internal_weight=0 2892 144 2748 2693 2634 637 574 352 1997 1925 136 1789 222
internal_count=2960 2892 144 2748 2693 2634 637 574 352 1997 1925 136 1789 222
is_linear=0
shrinkage=0.16829


Tree=5841
num_leaves=20
num_cat=0
split_feature=1 52 4 2 124 14 4 3 3 15 2 3 474 2 1 12 4 3 3
split_gain=18.7927 3.44693 1.75558 1.38635 1.34034 1.18647 1.21014 2.20484 0.953405 0.900653 0.703637 0.53409 0.508576 0.500293 0.42992 0.440008 0.294057 0.28343 0.712919
threshold=0.10529500000000001 -0.42606499999999997 0.41377500000000006 1.0000000180025095e-35 -0.084084999999999979 0.073890000000000011 -0.47860499999999995 -0.12077499999999998 -0.041789999999999994 -0.43091499999999999 0.091290000000000024 0.081495000000000012 0.089580000000000007 0.099185000000000009 0.084815000000000015 0.087855000000000003 0.51367000000000018 -0.020759999999999997 0.17351000000000003
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 -1 6 13 -8 -3 16 11 12 -9 -6 15 -12 -4 -5 -19
right_child=1 2 9 17 5 -7 7 10 -10 -11 14 -13 -14 -15 -16 -17 -18 18 -20
leaf_value=0.00086926297292573931 0.001426205484881994 0.0012275878813595856 0.00076719569613996645 0.00038712046581394419 0.0018700212506917531 0.0017295705605452126 0.00082086889844465568 0.0014036053979585383 0.00068895550483472241 0.00016092198699347042 0.0014923398031499793 0.001045193231513629 0.001076255306496498 0.0014319301437608475 0.00096234598516193042 0.0012304225639830678 0.00045883677699557249 0.00091498033643496368 0.00042472030363835628
leaf_weight=68 63 88 52 58 59 83 97 1201 61 100 83 52 55 57 56 498 99 64 66
leaf_count=68 63 88 52 58 59 83 97 1201 61 100 83 52 55 57 56 498 99 64 66
internal_value=0 0.000692229 0.000613529 0.000769253 0.00132714 0.00134102 0.00132606 0.00130735 0.00100731 0.000404309 0.0013316 0.00137565 0.0013893 0.00165506 0.00124109 0.0012679 0.00056526 0.000580392 0.00066635
internal_weight=0 651 588 337 2309 2241 2158 2042 149 251 1945 1308 1256 116 637 581 151 188 130
internal_count=2960 651 588 337 2309 2241 2158 2042 149 251 1945 1308 1256 116 637 581 151 188 130
is_linear=0
shrinkage=0.0032998


Tree=5842
num_leaves=13
num_cat=0
split_feature=8 1456 149 41 3 13 41 14 1455 3 15 1
split_gain=0.334576 0.226967 0.216977 0.218173 0.311552 0.517254 0.273321 0.216125 0.230288 0.220486 0.185878 0.182934
threshold=0.084325000000000011 -0.24153499999999997 0.085395000000000013 0.078610000000000013 -0.14326499999999995 0.084770000000000026 0.088645000000000015 -0.31108499999999994 0.083055000000000018 -0.10690999999999999 -0.011959999999999998 0.10373000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -5 -6 9 -9 -10 -7
right_child=-2 2 -4 6 7 11 -8 8 10 -11 -12 -13
leaf_value=0.015516444027226987 -0.0081153366036583532 0.026237830637167014 -0.0052315797893640421 -0.010702280752220619 -0.0046470503882045499 -0.0011169882928162976 0.0049200730266921186 -0.0026377072922735413 0.0045004972214587194 0.0057577485746651705 -0.0081220607805980918 0.012772751433420056
leaf_weight=56 57 52 61 56 67 54 73 92 66 2207 66 53
leaf_count=56 57 52 61 56 67 54 73 92 66 2207 66 53
internal_value=0 0.00489258 0.00468298 0.0049007 0.00522902 0.0124592 -0.0018478 0.0047681 0.00502833 0.005421 -0.00179717 0.00574619
internal_weight=0 2903 2847 2786 2657 159 129 2498 2431 2299 132 107
internal_count=2960 2903 2847 2786 2657 159 129 2498 2431 2299 132 107
is_linear=0
shrinkage=0.16829


Tree=5843
num_leaves=20
num_cat=0
split_feature=151 4 39 159 0 51 0 4 4 1 4 4 11 51 0 0 42 52 1
split_gain=0.401113 0.352416 0.28487 0.252946 0.251832 0.311129 0.295261 0.246881 0.251839 0.246572 0.210109 0.432987 0.197332 0.271391 0.19561 0.156788 0.145711 0.120396 0.10708
threshold=-0.40941499999999992 0.24099500000000004 0.092870000000000022 0.087615000000000012 -0.15530999999999998 0.078960000000000016 -0.10298499999999998 -0.0060699999999999999 -0.029404999999999997 0.13558500000000004 -0.22295999999999996 -0.111135 0.080070000000000016 -0.025904999999999994 -0.034759999999999992 -0.097774999999999987 0.088685000000000014 0.081010000000000013 0.10985500000000002
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 -2 7 8 -6 16 12 -12 13 -8 15 -13 18 -15 -3
right_child=1 2 -4 -5 6 -7 10 -9 -10 -11 11 14 -14 17 -16 -17 -18 -19 -20
leaf_value=0.017848862324314693 0.020146927669484952 -0.0052163344095743028 0.0069554359947643267 0.003993000891298914 0.00021093046202276885 0.0028798902829087381 0.0030796817294052271 0.0038574381869752716 -0.015942457982162161 -0.016765444627341846 -0.011175671904392954 0.012871066447715587 0.0017906804619201339 0.023308982719107686 -0.0056821952726202954 0.0043762661216714457 -0.010723019881935554 0.011805896053514467 0.0051908333485739177
leaf_weight=57 62 56 96 89 56 57 56 103 53 52 52 64 69 53 53 1771 53 52 56
leaf_count=57 62 56 96 89 56 57 56 103 53 52 52 64 69 53 53 1771 53 52 56
internal_value=0 0.00358488 -0.00103646 -0.00354959 0.00432841 0.0118913 0.00394983 -0.00203882 -0.00762699 -0.00665137 0.00453572 0.00396393 0.00935083 0.0125797 0.00438186 0.00467352 -0.00345302 0.0176293 0
internal_weight=0 2903 402 306 2501 119 2382 212 109 217 2170 1940 230 161 1888 1835 165 105 112
internal_count=2960 2903 402 306 2501 119 2382 212 109 217 2170 1940 230 161 1888 1835 165 105 112
is_linear=0
shrinkage=0.16829


Tree=5844
num_leaves=28
num_cat=0
split_feature=4 3 3 43 4 49 3 3 158 52 49 159 0 133 3 0 12 3 12 4 12 4 49 159 160 12 15
split_gain=13.9932 5.25265 2.06898 2.84702 1.44435 0.780935 0.771649 0.713215 0.618486 0.560392 0.543898 0.469163 0.459266 0.477355 0.452344 1.24422 0.337954 0.319047 0.351802 0.308872 0.321816 0.298543 0.291446 0.286001 0.274533 0.253578 0.202033
threshold=0.31392000000000003 -0.066229999999999997 0.28833000000000003 -0.034774999999999993 0.043640000000000005 0.090085000000000012 -0.14884499999999998 0.11391500000000002 0.078875000000000015 -0.031059999999999997 -0.078789999999999985 0.084685000000000024 -0.083844999999999989 -0.16936499999999996 0.143375 -0.108275 -1.0000000180025095e-35 -0.115685 0.083785000000000012 0.067120000000000013 0.092825000000000005 -0.08231999999999999 0.036605000000000006 0.08894500000000001 0.081025000000000014 -0.075604999999999992 -0.0039399999999999991
decision_type=2 2 2 2 2 2 2 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 9 -2 11 19 24 -1 16 17 -14 15 -8 -5 -12 -19 -6 -21 -20 23 -15 -3 -17 -18
right_child=6 2 -4 7 8 -7 14 -9 -10 -11 12 -13 13 22 -16 25 26 18 21 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0011698210030744215 0.00093257225487925193 0.0004271848006562576 0.00049458404455177173 0.001070916616892296 0.00083248715544114989 0.0011482877940422968 0.00092536139843297062 0.00097280788677944752 0.0013939684842107973 0.00099182009644499134 0.0017328970672634873 0.0016141087432851491 0.0010896496140358322 0.0014153439388633244 0.00029241369185042991 0.00052272072134570795 0.0012657781125115059 0.0017144054830023959 0.0013239233586880108 0.0013197326082965352 0.0009650815650924467 0.0015023077165173709 0.0016066404342732761 0.0011893853531491495 0.00075405799168475583 0.00020919574013705575 0.0014857634861305561
leaf_weight=83 57 61 64 58 52 61 75 63 85 53 65 64 53 714 76 61 109 68 138 57 57 446 81 69 53 53 84
leaf_count=83 57 61 64 58 52 61 75 63 85 53 65 64 53 714 76 61 109 68 138 57 57 446 81 69 53 53 84
internal_value=0 0.0013124 0.00105983 0.00111946 0.00139837 0.000827812 0.000583529 0.00129529 0.00116381 0.000710541 0.00143264 0.00135967 0.00144597 0.00139653 0.000508319 0.000594952 0.00129465 0.00150914 0.00148678 0.00104575 0.00114272 0.00146022 0.00141531 0.00139548 0.000579461 0.000377268 0.00136171
internal_weight=0 2638 670 606 1968 228 322 378 251 167 1717 315 1634 917 265 189 251 717 652 166 114 584 864 783 114 114 193
internal_count=2960 2638 670 606 1968 228 322 378 251 167 1717 315 1634 917 265 189 251 717 652 166 114 584 864 783 114 114 193
is_linear=0
shrinkage=0.0032998


Tree=5845
num_leaves=27
num_cat=0
split_feature=1 12 1 4 14 3 4 43 4 1 16 4 4 16 4 4 48 12 4 1 12 15 48 12 1213 3
split_gain=13.3392 4.92203 2.39554 1.64426 1.2375 1.30047 1.19486 1.1996 1.07247 0.705374 0.774976 0.650305 1.20762 0.789663 0.634827 0.622104 0.581317 0.256721 0.326076 0.836606 0.219067 0.200985 0.161147 0.155312 0.139766 0.0298731
threshold=0.10123500000000001 0.085075000000000026 0.13074500000000003 -0.16236499999999995 0.073890000000000011 0.086845000000000019 -0.111135 -0.033049999999999989 0.015030000000000002 0.083670000000000008 -0.13895999999999997 0.51326500000000019 0.074650000000000008 -0.037309999999999989 0.028075000000000006 -0.019794999999999997 0.014805 0.086155000000000023 -0.00090499999999999988 0.082295000000000021 -0.042789999999999988 -0.067614999999999995 0.096245000000000011 0.088795000000000013 -0.13354499999999997 -0.10519499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 14 -2 5 6 7 -1 17 10 23 12 13 -5 25 -7 20 18 19 -8 -14 -12 24 -10 -19 -3
right_child=1 2 -4 11 -6 15 8 -9 9 -11 21 -13 16 -15 -16 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00057548037995842384 0.0010109740557734054 0.0014094026152967206 0.00039518348394720275 0.00052365549094572053 0.0015671734859452795 0.0010742550099434517 0.0013325447406006884 0.0012346352491495322 0.0014178363294639962 0.00070108879386961934 0.00083683890434654113 0.00015633985624358832 0.00060001348822517463 1.8615698597558278e-05 0.00098603118812721135 0.00062415330963605205 0.00034611190691756559 0.001365016284134279 0.0015160580489099536 0.00090405075364932751 0.00087428239404740938 0.0010987436213490613 0.0010424520765324331 0.0011723169446750191 0.0012153068747697345 0.0012895105922812898
leaf_weight=67 54 59 52 59 89 69 368 55 64 57 84 94 56 79 96 66 52 78 73 58 77 54 57 55 897 58
leaf_count=67 54 59 52 59 89 69 368 55 64 57 84 94 56 79 96 66 52 78 73 58 77 54 57 55 897 58
internal_value=0 0.000671305 0.00103117 0.000468757 0.00118489 0.00116869 0.00119024 0.000872929 0.0012112 0.00103487 0.00110876 0.000398457 0.00046881 0.000234794 0.00118627 0.000854466 0.000643183 0.00124734 0.00130973 0.00127429 0.000759066 0.000939579 0.00121714 0.00130466 0.00122732 0.00135027
internal_weight=0 736 265 471 2191 2102 1967 122 1845 314 257 417 323 138 213 135 185 1531 499 426 133 138 1032 119 975 117
internal_count=2927 736 265 471 2191 2102 1967 122 1845 314 257 417 323 138 213 135 185 1531 499 426 133 138 1032 119 975 117
is_linear=0
shrinkage=0.0032998


Tree=5846
num_leaves=12
num_cat=0
split_feature=10 12 48 43 15 151 49 401 151 10 48
split_gain=0.414237 0.673929 0.207952 0.423607 0.300482 0.241864 0.225696 0.222789 0.21573 0.210797 0.108172
threshold=-0.16262499999999996 -0.19698999999999997 0.093225000000000016 -0.48891499999999993 -0.070454999999999976 0.098750000000000018 -0.091004999999999989 0.11186000000000001 -0.03268999999999999 0.031045 0.10255000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 8 6 -5 9 -4 -8 -10
right_child=1 2 4 5 -6 -7 7 -9 10 -11 -12
leaf_value=0.018411042036372862 -0.014756843099573777 0.017191491371644576 -0.0038058335742214059 0.01340288251173736 -0.008772513827426302 -0.0060350587761069923 0.0038564112133355603 0.013136559360841314 0.012799130506146637 0.013745069888502374 0.003440448040525713
leaf_weight=58 53 77 78 83 78 60 2148 81 58 63 90
leaf_count=58 53 77 78 83 78 60 2148 81 58 63 90
internal_value=0 0.00403625 0.0043906 0.00489373 0.000227244 0.00450411 0.00477112 0.00445775 0.0033413 0.00413899 0.00712018
internal_weight=0 2869 2816 2512 304 2435 2375 2292 226 2211 148
internal_count=2927 2869 2816 2512 304 2435 2375 2292 226 2211 148
is_linear=0
shrinkage=0.16829


Tree=5847
num_leaves=22
num_cat=0
split_feature=475 121 1 16 49 13 1 16 16 49 1 160 51 402 482 402 402 43 148 1 13
split_gain=0.212607 0.250033 0.346634 0.224278 0.428112 0.348831 0.300951 0.251733 0.187441 0.168455 0.168008 0.395545 0.310478 0.150117 0.168527 0.200648 0.138907 0.116398 0.0951403 0.169205 0.068168
threshold=-0.082139999999999991 -1.0000000180025095e-35 0.14684500000000003 -0.14463999999999996 1.0000000180025095e-35 -0.086094999999999991 0.077845000000000011 -0.16956499999999999 -0.42170999999999997 0.12518000000000004 0.080320000000000016 -0.074254999999999988 -0.085384999999999989 -0.020594999999999999 0.088760000000000019 0.090075000000000002 -0.087879999999999986 -0.01418 -1.0000000180025095e-35 0.10970000000000001 -0.085414999999999991
decision_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 7 13 -6 9 8 18 -7 12 -12 -1 16 15 -15 17 -5 -3 -20 -14
right_child=1 2 -4 4 5 6 -8 -9 -10 -11 11 -13 20 14 -16 -17 -18 -19 19 -21 -22
leaf_value=0.022236435936791112 0.014144177492639865 0.001255782016878815 -0.0094556762929736814 0.008750616038299578 0.0080050783772554757 0.00044390335478774513 -0.013478877200811132 0.017363312327053525 -0.0011510155215942635 -0.010158561193149288 -0.0071752125411592713 0.011360086743273753 0.0019614397021632431 0.0016048673338280193 0.010230424205531611 0.0073863440385439775 0.015215424634728367 0.00033319969945195068 0.0045951983715811582 0.0136309212793044 0.010336217025143023
leaf_weight=52 57 61 63 117 74 197 84 54 101 54 57 76 52 1114 85 201 52 78 129 109 60
leaf_count=52 57 61 63 117 74 197 84 54 101 54 57 76 52 1114 85 201 52 78 129 109 60
internal_value=0 0.0031116 0.0028665 0.0031765 0.00242758 -0.00244295 -0.00475624 0.00656413 0.00510174 -0.00182995 0.00786679 0.00340288 0.011476 0.00363817 0.00296118 0.00248994 0.00746804 0.00539286 0.00721989 0.00874096 0.00646397
internal_weight=0 2630 2573 2510 2056 409 335 454 400 251 297 133 164 1647 1400 1315 247 195 299 238 112
internal_count=2927 2630 2573 2510 2056 409 335 454 400 251 297 133 164 1647 1400 1315 247 195 299 238 112
is_linear=0
shrinkage=0.16829


Tree=5848
num_leaves=18
num_cat=0
split_feature=40 41 41 160 160 16 1 51 12 2 2 13 43 0 13 1 0
split_gain=0.271052 0.200834 0.235297 0.179378 0.243325 0.203354 0.168285 0.258858 0.370969 0.241616 0.557008 0.309026 0.207456 0.149002 0.321637 0.139841 0.0802379
threshold=0.053385000000000009 0.088910000000000017 0.078385000000000024 0.051580000000000008 0.085460000000000022 -0.13895999999999997 0.07665000000000001 0.11728000000000001 0.082165000000000016 0.083185000000000023 0.096080000000000013 -0.060719999999999989 -0.085079999999999975 -0.0033699999999999993 -0.016319999999999998 0.094485000000000013 -0.082284999999999983
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 -6 7 8 -1 13 -11 -12 -10 14 -8 16 -7
right_child=-2 -3 -4 4 5 15 9 -9 12 10 11 -13 -14 -15 -16 -17 -18
leaf_value=0.018279159531744079 -0.0071992048316097904 -0.0057105568323599504 0.013113079672085618 0.014007328097055254 0.012650209454249026 0.0018460010818393134 0.0014249299051938441 -0.0073922750635713481 0.0079247910847145657 -0.013302869364591964 -0.0059985284221764617 0.0041880663621714246 0.002546953630660521 -0.004431654307225111 0.010376965286035048 -0.0031010415515171394 0.0090707825838137919
leaf_weight=53 72 69 70 93 66 102 349 54 269 94 121 278 838 61 169 92 77
leaf_count=53 72 69 70 93 66 102 349 54 269 94 121 278 838 61 169 92 77
internal_value=0 0.00324852 0.00347105 0.00322188 0.00637822 0.00426753 0.00262738 0.00398478 0.00451595 0.0010885 -0.00164708 0.0010944 0.00385539 0.00342086 0.00434904 0.00221936 0.0049639
internal_weight=0 2855 2786 2716 430 337 2286 1214 1160 1072 493 399 1107 579 518 271 179
internal_count=2927 2855 2786 2716 430 337 2286 1214 1160 1072 493 399 1107 579 518 271 179
is_linear=0
shrinkage=0.16829


Tree=5849
num_leaves=25
num_cat=0
split_feature=1 15 13 151 0 15 1 0 4 4 12 0 12 4 0 3 0 1 4 13 399 401 12 15
split_gain=7.70712 2.02614 1.16258 1.08876 0.961932 0.944522 0.690534 0.614642 0.578819 0.506504 0.470585 0.404801 0.403675 0.319288 0.315551 0.455315 0.505926 0.302576 0.250902 0.243277 0.23979 0.261469 0.209209 0.0462765
threshold=0.10575500000000002 -0.2987999999999999 -0.27740999999999993 -0.063719999999999985 -0.029849999999999998 -0.43587999999999999 0.095920000000000019 -0.098429999999999976 0.053330000000000009 0.10686000000000001 0.085075000000000026 -0.11214999999999999 -0.0066799999999999993 -0.42305999999999994 -0.085674999999999987 -0.081864999999999979 -0.086554999999999979 0.08413000000000001 0.51395000000000002 -0.094359999999999986 0.091510000000000022 0.091505000000000017 0.092605000000000007 -0.053969999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 -3 -4 6 18 8 -8 12 10 -5 -10 -1 17 15 16 -14 -6 -2 -17 21 -16 -13 -12
right_child=1 2 3 9 13 -7 7 -9 11 -11 23 22 14 -15 20 19 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.001279084854025381 0.00059757964898291742 0.00030597925410872018 0.00047249465850288639 0.00057936685284658718 0.00065014955873163316 -8.25553613787907e-05 0.00056292817527746363 0.00095763934545260601 0.0010372017374885277 0.0011287861750839017 0.0010012712895708352 0.0008784074191249755 0.0010910899624873068 0.00058714457424855946 0.00094173834029211948 0.0011697260313021441 0.0014181863166114396 0.00097260338553635376 0.00030738540494661202 0.00092489290031781376 0.001194987661593224 0.001127937978768063 0.00063601262269369753 0.00085468853787694127
leaf_weight=66 53 76 103 72 52 58 77 99 84 65 52 76 306 81 796 56 63 85 86 238 52 94 83 54
leaf_count=66 53 76 103 72 52 58 77 99 84 65 52 76 306 81 796 56 63 85 86 238 52 94 83 54
internal_value=0 0.000547264 0.000676309 0.000757551 0.000962066 0.000270653 0.000983878 0.000785153 0.00100213 0.000878233 0.00078654 0.000850796 0.00102412 0.00075279 0.00101361 0.00106931 0.00114703 0.000850469 0.000418288 0.000971648 0.000974373 0.000961444 0.000752096 0.000926929
internal_weight=0 619 422 346 2308 197 2090 176 1914 243 178 243 1671 218 1605 663 369 137 139 294 942 890 159 106
internal_count=2927 619 422 346 2308 197 2090 176 1914 243 178 243 1671 218 1605 663 369 137 139 294 942 890 159 106
is_linear=0
shrinkage=0.0032998


Tree=5850
num_leaves=13
num_cat=0
split_feature=11 30 12 41 41 2 11 148 12 150 2 43
split_gain=0.324619 0.234494 0.298872 0.233959 0.541391 0.26806 0.279296 0.165336 0.154847 0.144218 0.167834 0.183154
threshold=0.091445000000000012 0.086220000000000019 -0.22686499999999998 0.078610000000000013 0.088910000000000017 0.10859000000000001 1.0000000180025095e-35 -0.08125499999999998 0.11205000000000002 0.10883000000000001 0.11203000000000002 -0.095674999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 -4 -9 10 -7 -12
right_child=-2 -3 3 4 -6 9 -8 8 -10 -11 11 -13
leaf_value=0.016660716138573773 0.014395980300428619 -0.0057873283530113489 0.013468997122313734 -0.015704016686739642 0.0081158030977945862 -0.0066000733291745328 0.015497969092492219 0.0041065832419322091 0.0116780530854502 -0.0076938201487449466 0.011682820086499514 0.0014108595833607421
leaf_weight=53 86 69 59 54 54 60 70 1905 80 52 58 327
leaf_count=53 86 69 59 54 54 60 70 1905 80 52 58 327
internal_value=0 0.00389264 0.00413424 0.00388941 -0.00377747 0.00420723 0.00503416 0.00467493 0.00441264 0.000686268 0.00166955 0.00296299
internal_weight=0 2841 2772 2719 108 2611 2114 2044 1985 497 445 385
internal_count=2927 2841 2772 2719 108 2611 2114 2044 1985 497 445 385
is_linear=0
shrinkage=0.16829


Tree=5851
num_leaves=37
num_cat=0
split_feature=1 2 12 12 1 13 12 15 43 2 52 16 12 1 1 403 1 16 130 15 12 15 403 3 3 52 1 2 12 15 3 13 1212 12 43 2
split_gain=13.8584 2.49304 2.00847 1.14707 1.06693 0.776313 0.747638 0.55987 0.405448 0.328924 0.324383 0.316783 0.302707 0.271015 0.262362 0.258721 0.324249 0.314545 0.222884 0.250276 0.210482 0.219134 0.210921 0.194835 0.187797 0.180762 0.158024 0.131918 0.0950568 0.102341 0.0871284 0.081203 0.0758257 0.150457 0.077167 0.0557051
threshold=0.10661000000000002 0.14132000000000003 0.089585000000000012 0.023990000000000004 0.093575000000000019 -0.0042049999999999995 0.096990000000000007 -0.084904999999999994 -0.0068849999999999996 0.123795 -0.22118499999999996 -0.15693499999999996 -0.063029999999999989 0.080125000000000016 0.086165000000000005 -0.080389999999999975 0.081315000000000012 -0.091354999999999978 0.0030550000000000004 0.086195000000000008 0.087765000000000024 -0.087484999999999993 -0.0018599999999999999 -0.078584999999999988 -0.012814999999999998 -0.029304999999999998 0.11477000000000001 0.091735000000000025 0.088435000000000014 0.092365000000000017 -0.080694999999999975 -0.059629999999999996 0.041590000000000009 0.086655000000000024 -0.025879999999999997 0.097845000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 -6 15 8 24 18 -4 -3 -1 -14 -15 16 17 -5 19 25 22 -22 -17 -12 -2 -8 -9 30 -23 -30 -24 -21 34 -34 -19 -20
right_child=1 11 10 6 5 -7 9 26 -10 -11 23 -13 13 14 -16 20 -18 32 35 31 21 28 27 -25 -26 -27 -28 -29 29 -31 -32 -33 33 -35 -36 -37
leaf_value=0.0016192491005816148 0.00076786949986343386 0.00068571289491881635 0.0015423755076190504 0.0017460717678131374 0.00079840847091497782 0.0013145506695836202 0.001412545056084645 0.00094348646829008379 0.00093459119052994623 0.0011526939804027815 0.0010787346225830865 0.00035412435179394037 0.0011659469097044198 0.0016383294704145292 0.0013374541932702551 0.0018259515207758245 0.0012841719202919789 0.0014309010728987116 0.0016358807070056584 0.0015844083217960391 0.001395797101517016 0.0014329191768874517 0.0016051071874714693 0.0013622704426321057 0.00048441657883639417 0.0011465842371445583 0.0011941459275167843 0.0017693753832114837 0.0016208945759714653 0.0015106480932031746 0.0014526189415140869 0.0013969575002464208 0.0013045983591177114 0.0015410388094976915 0.0016015667618984139 0.0014728888883651608
leaf_weight=79 52 61 54 60 59 70 52 62 86 55 53 66 52 52 88 56 76 54 56 53 103 57 371 57 52 66 53 52 296 153 52 60 67 58 82 52
leaf_count=79 52 61 54 60 59 70 52 62 86 55 53 66 52 52 88 56 76 54 56 53 103 57 371 57 52 66 53 52 296 153 52 60 67 58 82 52
internal_value=0 0.000924342 0.00103547 0.00148837 0.00132685 0.00107876 0.00152181 0.000876789 0.000766127 0.00139271 0.00133037 0.000513669 0.00144481 0.00137286 0.00144946 0.00155488 0.00148091 0.00152739 0.00143154 0.0013724 0.00158061 0.00153771 0.00162975 0.00122598 0.000626482 0.00126409 0.00105931 0.00160655 0.00156652 0.00158341 0.00158644 0.00148519 0.00147698 0.00141459 0.00153406 0.00155773
internal_weight=0 596 469 2331 400 129 1931 305 190 394 164 127 271 192 140 1537 397 321 339 231 1140 609 531 110 104 118 115 475 506 449 423 113 261 125 136 108
internal_count=2927 596 469 2331 400 129 1931 305 190 394 164 127 271 192 140 1537 397 321 339 231 1140 609 531 110 104 118 115 475 506 449 423 113 261 125 136 108
is_linear=0
shrinkage=0.0032998


Tree=5852
num_leaves=9
num_cat=0
split_feature=11 2 129 1429 157 14 12 0
split_gain=0.218968 0.22802 0.191038 0.172971 0.226356 0.179851 0.432502 0.297007
threshold=0.091445000000000012 -0.14339499999999997 -0.075474999999999987 -0.089414999999999981 -0.15556499999999998 -0.31893999999999995 -0.14823499999999998 0.10923000000000001
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8
right_child=-2 2 3 4 5 6 7 -9
leaf_value=-0.0059365567598000267 0.012945621247168384 0.014558040930712444 0.013215488827827634 -0.0051585802929713029 -0.0037677152475589777 0.019687992767711767 0.0039629961944177379 0.01409607865206349
leaf_weight=60 86 53 61 72 74 53 2383 85
leaf_count=60 86 53 61 72 74 53 2383 85
internal_value=0 0.00431487 0.00453669 0.00434134 0.00413769 0.00439631 0.00463667 0.00431272
internal_weight=0 2841 2781 2728 2667 2595 2521 2468
internal_count=2927 2841 2781 2728 2667 2595 2521 2468
is_linear=0
shrinkage=0.16829


Tree=5853
num_leaves=16
num_cat=0
split_feature=48 33 403 2 394 394 3 11 43 3 11 47 3 133 2
split_gain=0.191393 0.209154 0.160188 0.205147 0.214179 0.439915 0.202717 0.190163 0.178093 0.184651 0.176185 0.131676 0.246122 0.101357 0.0554139
threshold=0.10145000000000001 0.084300000000000014 0.085340000000000013 0.16002500000000003 -0.070744999999999988 -0.087364999999999984 0.13470000000000001 0.091445000000000012 -0.0050499999999999989 -0.077314999999999981 0.080070000000000016 0.098205000000000015 -0.054399999999999997 -0.081844999999999987 0.092155000000000015
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 10 13 -10 -6 12 -2 -4 -13
right_child=11 -3 8 -5 6 -7 -8 -9 9 -11 -12 14 -14 -15 -16
leaf_value=0.0050019079460637402 0.0028520078822608505 0.014775804756164405 0.017755362728516261 -0.0067919775978445372 0.0038972288592008545 -0.014157565480710649 0.011981082417322712 0.012828620837670264 -0.0024884043606608658 0.010440315465202753 -0.003919669046834811 -0.0012643240269330977 -0.013499211473880616 0.008346685604711624 0.0059868046338049643
leaf_weight=86 52 52 55 53 1951 56 91 65 69 57 85 52 52 82 69
leaf_count=86 52 52 55 53 1951 56 91 65 69 57 85 52 52 82 69
internal_value=0 0.00419316 0.00398483 0.00354915 0.00378475 -0.00254129 0.00419537 0.0038573 0.0079322 0.00334604 0.00357 -0.000908948 -0.00530633 0.012137 0.00285577
internal_weight=0 2702 2650 2387 2334 142 2192 2101 263 126 2036 225 104 137 121
internal_count=2927 2702 2650 2387 2334 142 2192 2101 263 126 2036 225 104 137 121
is_linear=0
shrinkage=0.16829


Tree=5854
num_leaves=32
num_cat=0
split_feature=12 13 12 13 0 40 13 160 13 0 0 43 12 39 51 403 16 51 16 16 43 48 1456 12 51 49 160 0 43 13 0
split_gain=8.77389 3.46172 3.06441 1.22186 1.20481 0.993721 0.851857 0.891736 0.706872 0.632869 0.541463 0.496172 0.48492 0.339957 0.321441 0.253397 0.232193 0.209785 0.269232 0.209076 0.196718 0.188693 0.187821 0.160853 0.157713 0.155201 0.0989248 0.0987222 0.0921741 0.0834777 0.0817037
threshold=0.078120000000000009 -0.004409999999999999 0.13936000000000001 -0.15325499999999995 -0.11167499999999998 -0.062739999999999976 0.0083850000000000018 -0.0096749999999999978 -0.36115499999999995 -0.10594499999999998 -0.067969999999999989 -0.11760499999999999 0.096425000000000025 0.088655000000000012 -0.42049999999999993 -0.080214999999999995 -0.097179999999999975 -0.08373499999999999 0.41068500000000002 -0.020389999999999995 0.066010000000000013 0.036755000000000003 -0.013064999999999998 0.087915000000000007 -0.082264999999999991 0.059130000000000009 -0.082244999999999985 -0.081909999999999997 0.062770000000000006 -0.087809999999999985 -0.084914999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 13 7 24 -1 21 -7 -8 15 -6 -14 19 -16 18 26 23 22 -9 -19 30 -3 28 -17 -25 -18 -22 -5
right_child=2 6 -4 12 5 10 11 9 -10 -11 -12 -13 14 -15 16 17 25 20 -20 -21 29 -23 -24 27 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.00081979537957252132 0.0010666476795533157 0.0014494531472640751 0.00077084895935186951 0.001662772046970932 0.0010829563699032718 0.00068188090866826048 0.0012250709466979195 0.0008971755265157011 0.001307314218611634 0.0014175063394942212 0.00021969172862307184 0.00076844783249378128 0.0011665364000146576 0.00073653587257608731 0.001255464924615471 0.0016490796229656336 0.0014630655513792068 0.0014259599060075896 0.00147495644652159 0.001303918476245787 0.0012960619243562426 0.0011700872808258704 0.0015692909088436111 0.0012985711471504831 0.0017017006485503616 0.0016096167448891453 0.0018571840207736248 0.0014818823526493731 0.0013040705269220716 0.0014828203303728507 0.0014969178299623742
leaf_weight=63 76 59 69 66 52 55 52 53 68 89 56 53 57 79 69 54 229 123 59 87 52 62 711 56 56 72 57 93 54 65 81
leaf_count=63 76 59 69 66 52 55 52 53 68 89 56 53 57 79 69 54 229 123 59 87 52 62 711 56 56 72 57 93 54 65 81
internal_value=0 0.0010499 0.00145596 0.00147888 0.000817766 0.000679388 0.00125403 0.00133921 0.00107313 0.00120747 0.000449022 0.000994921 0.00149465 0.000874315 0.00140253 0.00152409 0.00143417 0.00154958 0.00165884 0.00144937 0.00153001 0.00104462 0.00154819 0.00149201 0.00157259 0.0014688 0.00175626 0.00141322 0.00143285 0.00140012 0.00157162
internal_weight=0 797 2130 2061 373 242 424 319 131 204 111 105 1985 131 481 1504 424 1121 170 383 951 115 834 296 115 355 111 149 283 117 147
internal_count=2927 797 2130 2061 373 242 424 319 131 204 111 105 1985 131 481 1504 424 1121 170 383 951 115 834 296 115 355 111 149 283 117 147
is_linear=0
shrinkage=0.0032998


Tree=5855
num_leaves=34
num_cat=0
split_feature=12 2 2 2 12 15 2 15 2 52 124 15 2 15 15 12 42 15 52 52 52 42 1212 15 15 15 160 52 15 1212 15 2 12
split_gain=25.7501 7.12925 6.346 6.93166 3.27279 2.17332 1.96885 1.87163 1.25196 1.10901 0.74391 0.728783 0.657457 0.505459 0.487013 0.395056 0.464768 0.411088 0.391086 1.32918 0.323386 0.234534 0.203853 0.229609 0.199663 0.169644 0.151712 0.205396 0.22164 0.130321 0.114006 0.108735 0.0611941
threshold=0.056995000000000011 0.13631000000000001 0.10859000000000001 0.072175000000000017 0.098785000000000012 -1.0000000180025095e-35 0.092250000000000013 -0.15973499999999999 0.14744000000000002 -0.011964999999999998 -0.064554999999999987 -0.075094999999999981 0.090295000000000014 -0.092389999999999986 0.062230000000000008 0.092755000000000018 0.094350000000000003 -0.035654999999999992 -1.0000000180025095e-35 0.047345000000000005 -0.09590499999999999 0.096935000000000007 0.041590000000000009 -1.0000000180025095e-35 0.10028500000000001 -0.26547499999999996 -0.074049999999999991 -0.49865999999999994 0.094410000000000008 0.087800000000000017 -0.09416999999999999 0.098970000000000016 0.090685000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 12 6 -5 -1 10 -9 -4 25 15 -14 18 16 22 -17 31 -20 -7 -19 23 -2 -16 -12 32 -28 -29 -24 -8 -6 -15
right_child=1 -3 8 5 14 20 30 9 -10 -11 11 -13 13 26 24 17 -18 21 19 -21 -22 -23 29 -25 -26 -27 27 28 -30 -31 -32 -33 -34
leaf_value=0.00016848715637322794 0.0016351512544559284 0.00046503378153969912 0.00025740624598772786 0.0015607832537240208 0.0014379430522135908 0.0015642032990515343 0.00098232968953089689 0.00053743823071302269 0.00012912096320451749 0.0011610804787535313 0.00067515092202380487 0.00095919486417828288 0.0012944100623229755 0.0017690997499045067 0.001577510598221122 0.0012737169859060222 0.0019596703607182965 0.0017674045145268692 0.00067604659003074954 0.0013549050410924673 0.0019237437631519686 0.0014618141231647896 0.0014451991412944745 0.0017513842402122153 0.0013262307020053127 0.00041792435313986947 0.0016690594082773376 0.0013951185608724252 0.0016214649456120515 0.0016340649332679087 0.00075953853711796765 0.0012332361366832348 0.0015953545178934488
leaf_weight=72 379 67 54 80 61 54 53 65 83 60 52 72 90 52 67 54 66 62 54 76 59 53 64 397 78 63 88 139 76 130 52 61 52
leaf_count=72 379 67 54 80 61 54 53 65 83 60 52 72 90 52 67 54 66 62 54 76 59 53 64 397 78 63 88 139 76 130 52 61 52
internal_value=0 0.0015254 0.000838411 0.00107347 0.00155923 0.00139104 0.00117023 0.000592893 0.000479188 0.000837068 0.000599605 0.000698233 0.00162224 0.00152043 0.00128901 0.0016642 0.00168863 0.00151424 0.0012005 0.00107319 0.00175224 0.00162687 0.00167015 0.00169466 0.00144258 0.000534542 0.00157033 0.00153168 0.00147529 0.00157194 0.000872331 0.00133588 0.00168257
internal_weight=0 2166 819 495 2099 298 185 197 324 125 241 187 1702 497 397 1205 1036 169 252 130 113 115 970 776 145 115 407 303 215 194 105 122 104
internal_count=2985 2166 819 495 2099 298 185 197 324 125 241 187 1702 497 397 1205 1036 169 252 130 113 115 970 776 145 115 407 303 215 194 105 122 104
is_linear=0
shrinkage=0.0032998


Tree=5856
num_leaves=29
num_cat=0
split_feature=4 14 3 42 16 16 1213 49 124 124 3 1213 42 160 3 130 160 3 16 1211 3 1213 4 0 4 0 16 0
split_gain=0.297192 0.243082 0.438253 0.327193 0.325689 0.274396 0.246302 0.205182 0.181314 0.293509 0.257444 0.165599 0.153546 0.201467 0.338737 0.167349 0.181948 0.425745 0.213881 0.153114 0.255591 0.147763 0.138145 0.123982 0.101745 0.0948062 0.168608 0.0811087
threshold=-0.033649999999999992 -0.23835999999999999 0.088880000000000015 0.11128500000000001 -0.076029999999999986 -0.0038249999999999998 0.0065300000000000002 0.10627500000000002 -0.000185 -0.086434999999999984 -0.059315 0.030480000000000004 0.11517500000000001 -0.053494999999999994 -0.087169999999999984 -0.0087849999999999977 1.0000000180025095e-35 -0.062694999999999987 0.0054050000000000009 0.079615000000000019 -0.085744999999999988 -0.0021849999999999999 -0.077889999999999987 -0.082284999999999983 0.05309500000000001 -0.23089999999999997 -0.4136149999999999 -0.076589999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 6 25 -2 8 11 9 -3 21 12 13 14 -1 -15 17 -17 -18 20 -13 -10 -14 -16 -12 -4 -27 -25
right_child=1 2 4 -5 -6 -7 -8 -9 10 -11 24 19 22 15 23 16 18 -19 -20 -21 -22 -23 -24 27 -26 26 -28 -29
leaf_value=-0.0011301706750634977 0.018855101548927659 0.0082491555422957216 -0.0061797579724410176 -0.0057512098489444869 -0.015442379787534856 0.0024987677494972315 -0.0046699567090780422 -0.0028455692182884854 -0.0031780347084824985 -0.0071384226263105695 0.0095864242277410566 0.024459781958501303 0.019012501693302774 0.01166187362330633 0.019945808420768277 0.0044797607784985071 0.018144001941206848 -0.0090368300519461844 0.0036695293854646601 0.0051197587852857039 0.009247026857036874 0.0059972351862253269 0.0066732923730462102 0.0057263468245496024 0.019125774436994484 -0.0042460386450163187 0.0083748900937533326 0.01495510650035054
leaf_weight=54 61 66 53 85 52 56 69 57 53 75 82 52 52 91 65 546 52 75 66 63 80 745 52 52 53 57 63 58
leaf_count=54 61 66 53 85 52 56 69 57 53 75 82 52 52 91 65 546 52 75 66 63 80 745 52 52 53 57 63 58
internal_value=0 0.00365643 0.0030605 0.00431225 -0.00376326 0.0110418 0.0050622 0.00702315 0.00568912 5.15318e-05 0.00653918 0.0074387 0.00667425 0.00606506 0.0104909 0.00484179 0.00399954 0.00284443 0.0100633 0.0119888 0.0152535 0.0053856 0.0128602 0.0140871 0.0133448 -0.000242389 0.00236498 0.0106088
internal_weight=0 1570 1453 1228 225 117 1143 1415 1074 141 933 1358 1163 1059 229 830 739 621 118 195 132 798 104 175 135 173 120 110
internal_count=2985 1570 1453 1228 225 117 1143 1415 1074 141 933 1358 1163 1059 229 830 739 621 118 195 132 798 104 175 135 173 120 110
is_linear=0
shrinkage=0.16829


Tree=5857
num_leaves=15
num_cat=0
split_feature=9 12 97 15 483 42 455 11 15 12 11 52 403 43
split_gain=0.293489 0.195863 0.214494 0.197466 0.326634 0.24669 0.257629 0.30513 0.34362 0.187389 0.175111 0.168667 0.145787 0.126965
threshold=0.093040000000000012 -0.22686499999999998 -0.049229999999999996 0.0047550000000000005 -0.066609999999999989 0.10732000000000001 1.0000000180025095e-35 0.08235000000000002 -0.0080049999999999982 0.078120000000000009 0.089965000000000003 0.39985000000000009 -0.50487999999999988 -0.060849999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 8 -4 -6 -9 12 -11 -7
right_child=-2 2 3 4 9 13 -8 10 -10 11 -12 -13 -14 -15
leaf_value=0.014843379829979167 -0.0081502280920429764 -0.0048505201423173694 0.0039421063042465706 -0.0056309344986653674 0.015028909898110593 -0.01029988789633483 0.014299806331555552 0.019032609646107205 -0.003645559020575305 0.011286138594826427 0.0056470062731628747 0.013238764901561144 0.0048863561046643723 0.0012234054893321008
leaf_weight=52 52 69 1182 61 77 52 66 53 197 116 59 93 800 56
leaf_count=52 52 69 1182 61 77 52 66 53 197 116 59 93 800 56
internal_value=0 0.00459235 0.00440671 0.0046345 0.0063355 0.00346162 0.00400172 0.00354466 0.00285685 0.0070093 0.0119973 0.00639552 0.00569877 -0.00430821
internal_weight=0 2933 2881 2812 1147 1665 1557 1491 1379 1086 112 1009 916 108
internal_count=2985 2933 2881 2812 1147 1665 1557 1491 1379 1086 112 1009 916 108
is_linear=0
shrinkage=0.16829


Tree=5858
num_leaves=18
num_cat=0
split_feature=9 9 2 0 0 150 159 0 2 47 0 12 2 133 1375 2 0
split_gain=0.203116 0.198018 0.189523 0.201402 0.197886 0.219781 0.208128 0.20437 0.174165 0.240077 0.225034 0.261803 0.200429 0.209879 0.1512 0.170636 0.133015
threshold=0.093040000000000012 1.0000000180025095e-35 -0.007134999999999999 -0.097424999999999984 -0.11214999999999999 -0.074759999999999979 -0.018754999999999997 -0.13409999999999997 0.084725000000000009 0.10436500000000001 -0.071379999999999985 0.094045000000000004 0.083935000000000023 0.0049900000000000005 0.030195000000000003 0.087210000000000024 -0.10298499999999998
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 -7 -8 10 14 12 -12 13 -5 15 -10 -6
right_child=-2 -3 3 8 16 6 7 -9 9 -11 11 -13 -14 -15 -16 -17 -18
leaf_value=-0.0041630359697612763 -0.0067786280774951406 0.012874353718349687 -0.0071935950628235152 0.0060398369034582282 -0.010248810624891249 0.014086449643937968 0.00087390108094600951 0.010944110036377162 -0.00058913339134621123 -0.0068087687068839461 0.02247531286266706 0.0067993176866054088 0.012166093178885866 -0.0022924129136441267 0.010734435585255433 0.0044611029943076438 0.00010766074911692956
leaf_weight=86 52 67 55 324 61 52 312 70 228 60 52 73 101 116 90 1104 82
leaf_count=86 52 67 55 324 61 52 312 70 228 60 52 73 101 116 90 1104 82
internal_value=0 0.00382002 0.00360773 0.00384877 0.00120418 0.00281675 0.00408948 0.00272393 0.00462604 0.00360763 0.00688952 0.0133349 0.00539697 0.00383907 0.00404841 0.0035953 -0.00429757
internal_weight=0 2933 2866 2780 632 489 434 382 2148 1482 666 125 541 440 1422 1332 143
internal_count=2985 2933 2866 2780 632 489 434 382 2148 1482 666 125 541 440 1422 1332 143
is_linear=0
shrinkage=0.16829


Tree=5859
num_leaves=18
num_cat=0
split_feature=147 12 2 157 48 0 4 480 43 13 448 51 42 42 13 13 0
split_gain=0.183578 0.197205 0.228299 0.217644 0.212246 0.307499 0.322147 0.296296 0.209418 0.206417 0.192016 0.183974 0.23234 0.141424 0.153317 0.191574 0.0506995
threshold=0.087170000000000011 0.099980000000000013 -0.13746499999999998 -0.24704499999999999 0.093225000000000016 -0.067664999999999989 0.10686000000000001 -0.040684999999999992 -0.23933499999999996 -0.025319999999999999 -0.068589999999999984 -0.40775499999999992 -0.14809499999999998 0.11697 -0.071104999999999988 -0.015454999999999998 -0.063204999999999983
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 7 6 9 -5 -3 -6 -2 -9 -13 14 -10 -16 -17
right_child=10 8 3 4 5 -7 -8 11 13 -11 -12 12 -14 -15 15 16 -18
leaf_value=0.014629461880187494 -0.0095988428481487802 0.0079087469124438769 0.014324272533925769 0.014285019314616633 0.00081406756870698105 -0.012089570623419862 -0.0093138603852933877 0.012529918008934911 -0.0085035596928920223 0.013991839481704522 0.0025411001042795417 -0.0071107887110313621 0.0036051221491813805 -0.0093341227449096117 0.0096695748847757251 -0.0036312801239822886 0.0027627441806994694
leaf_weight=55 65 75 53 76 83 57 52 63 52 57 85 59 1876 60 61 103 53
leaf_count=55 65 75 53 76 83 57 52 63 52 57 85 59 1876 60 61 103 53
internal_value=0 0.00332725 0.00389946 0.00365033 0.00340602 -0.00123103 0.00198324 0.0039636 -0.000111466 0.00619214 -0.00270756 0.0035701 0.00327746 -0.00194524 -0.000290486 0.00166934 -0.00144743
internal_weight=0 2835 2431 2376 2323 249 192 2074 404 140 150 1998 1935 329 269 217 156
internal_count=2985 2835 2431 2376 2323 249 192 2074 404 140 150 1998 1935 329 269 217 156
is_linear=0
shrinkage=0.16829


Tree=5860
num_leaves=20
num_cat=0
split_feature=2 4 123 2 4 14 151 3 43 1213 156 40 3 133 15 4 42 43 2
split_gain=8.74579 2.66258 1.32767 1.24621 0.832778 0.798372 0.709049 0.448054 0.331834 0.318036 0.355411 0.292404 0.275941 0.2717 0.261119 0.217517 0.179224 0.190407 0.0538446
threshold=0.12068000000000001 0.31392000000000003 1.0000000180025095e-35 0.25063000000000007 0.50541500000000006 0.073890000000000011 -0.039414999999999999 0.10402500000000002 -0.049364999999999992 -0.084749999999999978 -0.03127499999999999 -1.0000000180025095e-35 -0.031895 0.084675000000000014 -0.19153499999999998 -0.014454999999999997 0.086665000000000006 -0.0083799999999999986 0.084970000000000004
decision_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 7 -2 9 -3 16 15 -12 -8 -4 -10 -11 17 -1 -18
right_child=3 8 13 -5 -6 -7 12 -9 14 10 11 -13 -14 -15 -16 -17 18 -19 -20
leaf_value=0.0011449073185458793 0.00033342188372511775 0.00042667275979240793 0.00089355605135602826 0 0.00026576995387729059 0.0013833914045023083 0.00092183914313693637 0.00084157863188803793 0.00089030934111926938 0.0013979638312219894 0.0012911173861247568 0.0010417687634102226 0.00064155197723136752 0.00057837877240973453 0.00056535914211950028 0.0011159707404525127 0.0011703500135822299 0.0014256258590602093 0.0010179304146403498
leaf_weight=53 53 58 56 52 79 90 75 95 58 52 54 1766 81 66 52 76 62 57 53
leaf_count=53 53 58 56 52 79 90 75 95 58 52 54 1766 81 66 52 76 62 57 53
internal_value=0 0.00103262 0.00105988 0.000470238 0.000555127 0.00107728 0.000664332 0.00106511 0.000630084 0.00107487 0.00106114 0.00104919 0.000776531 0.000723339 0.000737017 0.00123081 0.00119359 0.00129069 0.00110041
internal_weight=0 2648 2480 340 288 2358 209 2268 168 2173 1948 1820 156 122 110 128 225 110 115
internal_count=2988 2648 2480 340 288 2358 209 2268 168 2173 1948 1820 156 122 110 128 225 110 115
is_linear=0
shrinkage=0.0032998


Tree=5861
num_leaves=31
num_cat=0
split_feature=12 3 12 123 3 3 12 47 0 13 16 160 48 3 13 16 483 12 160 0 16 16 3 0 1213 52 0 13 0 52
split_gain=14.0468 4.68671 3.1044 2.77313 1.81603 1.62837 1.03146 0.977953 0.912546 0.752081 0.725139 0.809811 0.680924 0.503328 0.3052 0.299037 0.246523 0.254963 0.245426 0.33477 0.264331 0.21297 0.31346 0.269757 0.193591 0.172458 0.167389 0.177425 0.0973369 0.0559254
threshold=0.056995000000000011 0.28833000000000003 0.13936000000000001 1.0000000180025095e-35 -0.11151499999999999 0.11745500000000002 0.092755000000000018 0.077735000000000012 -0.098749999999999991 -0.11760499999999999 0.061775000000000004 0.024885000000000001 0.082425000000000012 -0.15105999999999997 -0.42246499999999992 -0.071129999999999985 -0.14949999999999997 0.083885000000000015 -0.013024999999999998 -0.069074999999999984 -0.097179999999999975 -0.067169999999999994 -0.11372999999999998 -0.072039999999999979 -0.097649999999999987 -0.45635499999999996 -0.085349999999999995 -0.051009999999999993 -0.108275 0.41548500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 7 13 10 -5 -8 11 -6 -10 -2 -3 24 -17 -18 19 29 -20 23 -23 -22 -15 -19 28 -28 -26 -11
right_child=2 14 -4 8 5 -7 9 -9 12 18 -12 -13 -14 15 -16 16 17 25 20 -21 21 22 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.00038094848738328362 0.0015205428157923019 0.00023744934140353731 0.00052959443525879405 0.00081010814374195782 0.0007667840436796382 0.00062388763117088319 0.00074646612663146811 0.0015165226487866273 0.00016434467640894299 0.0010738724079957624 0.0013488928510685184 0.0012338261879969424 0.00060847950799582844 0.0014654532356100512 -9.3004996837702802e-05 0.0014256210255430544 0.0010075402424518257 0.0013796693418898895 0.0010047326990507426 0.00082065169238980721 0.001378726493983936 0.0013546669151695773 0.0010989508873219269 0.001104370278214701 0.001226584198952762 0.0011898309770375453 0.0010688943896006834 0.0012758397506712905 0.0013729478119925693 0.0012273185757191412
leaf_weight=54 89 73 73 70 112 85 53 61 88 67 64 64 66 81 52 53 77 63 76 52 143 70 226 56 69 403 63 187 246 52
leaf_count=54 89 73 73 70 112 85 53 61 88 67 64 64 66 81 52 53 77 63 76 52 143 70 226 56 69 403 63 187 246 52
internal_value=0 0.000686175 0.00119954 0.000796528 0.000948772 0.00102812 0.00122252 0.00114215 0.000497321 0.0011281 0.00104685 0.000936818 0.000354917 0.00127889 9.96985e-05 0.00126155 0.00120749 0.00118614 0.00115531 0.00104394 0.0011886 0.00121676 0.00115954 0.0013017 0.00131137 0.00121557 0.00128922 0.00122383 0.001341 0.00114122
internal_weight=0 789 2199 664 440 386 2126 301 224 795 240 176 154 1331 125 1242 596 543 742 171 571 495 296 199 646 466 565 250 315 119
internal_count=2988 789 2199 664 440 386 2126 301 224 795 240 176 154 1331 125 1242 596 543 742 171 571 495 296 199 646 466 565 250 315 119
is_linear=0
shrinkage=0.0032998


Tree=5862
num_leaves=31
num_cat=0
split_feature=4 3 148 13 12 3 42 4 133 0 133 3 12 4 4 4 12 4 12 52 3 4 52 403 0 42 52 4 3 474
split_gain=18.7583 4.75335 2.49579 2.26475 1.74996 0.99031 1.03585 0.927958 0.673338 0.612813 0.928743 0.552346 0.532907 0.452745 0.428341 0.417295 0.258867 0.278631 0.255086 0.21689 0.190575 0.176931 0.157863 0.349063 0.17826 0.233218 0.190345 0.155853 0.150642 0.148498
threshold=0.31392000000000003 -0.07249499999999999 -1.0000000180025095e-35 -0.00080499999999999983 0.081080000000000013 0.31395500000000004 0.086855000000000016 0.043640000000000005 -0.0024649999999999997 -0.072924999999999976 -0.0063799999999999994 -0.0024599999999999995 0.082595000000000016 -0.44205499999999992 0.008570000000000003 0.50291500000000011 0.11619500000000001 -0.050244999999999991 0.093910000000000007 1.0000000180025095e-35 -0.014254999999999999 -0.012384999999999998 -0.0094049999999999984 -0.06669499999999999 -0.086064999999999989 0.088485000000000022 0.088785000000000017 -0.029404999999999997 -0.080624999999999988 0.088585000000000011
decision_type=2 2 2 2 2 2 2 2 2 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 15 11 -4 12 -11 -5 -1 -12 22 -2 17 -6 -15 -16 -8 -10 23 -14 25 -24 -26 -13 -20 -25
right_child=5 2 3 7 16 -7 20 -9 21 10 13 27 14 18 19 -17 -18 -19 28 -21 -22 -23 24 29 26 -27 -28 -29 -30 -31
leaf_value=0.0015989677714522308 0.00075730079626965777 0.00025346221861101734 0.00094515915793953211 0.0011152135129390444 0.00094786063147245291 -2.6481402847230535e-05 0.0003140869645087766 0.00087027968119259924 0.00066282343900342139 0.00073752828414516789 0.0014187374324283169 0.0015353500639406473 0.00098587149309878807 0.0012623904233945754 0.00099533818368923582 0.00041144662392090544 0.00086519954598213167 0.0012435007176591721 0.00091243702421861821 0.0012400906668637924 3.3392442548039232e-05 0.00043561817105814018 0.0013366584290915179 0.00124499014946042 0.0013393318934314202 0.0015602732555663958 0.0012164420343844442 0.0013132376883825587 0.0011342710016398021 0.0014251236152734552
leaf_weight=59 82 52 57 97 57 67 52 67 63 54 83 83 52 102 83 72 55 95 59 80 54 96 214 276 349 70 243 65 85 65
leaf_count=59 82 52 57 97 57 67 52 67 63 54 83 83 52 102 83 72 55 95 59 80 54 96 214 276 349 70 243 65 85 65
internal_value=0 0.00116839 0.000952998 0.00100244 0.000844856 0.000330748 0.000422939 0.00121598 0.000636675 0.00125883 0.0011403 0.00131037 0.00128925 0.0012063 0.00127647 0.000595832 0.00106192 0.00113287 0.00113448 0.00111568 0.000171424 0.000525864 0.00129709 0.00124068 0.00132237 0.0013919 0.00128895 0.00143804 0.00104363 0.00127943
internal_weight=0 2661 787 735 423 327 260 312 216 1874 383 245 1491 329 1432 154 207 152 246 163 106 159 1269 393 876 284 592 148 144 341
internal_count=2988 2661 787 735 423 327 260 312 216 1874 383 245 1491 329 1432 154 207 152 246 163 106 159 1269 393 876 284 592 148 144 341
is_linear=0
shrinkage=0.0032998


Tree=5863
num_leaves=11
num_cat=0
split_feature=3 39 9 1213 402 12 1210 13 4 4
split_gain=0.552435 0.294538 0.234572 0.240556 0.259535 0.225351 0.218102 0.204496 0.192308 0.114512
threshold=0.3148450000000001 0.099350000000000008 0.089020000000000016 -0.097649999999999987 0.10783500000000001 0.088535000000000016 -0.081594999999999987 0.25993500000000008 -0.37626499999999991 0.19778000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 -5 8 -8 -3
right_child=-2 9 -4 4 -6 -7 7 -9 -10 -11
leaf_value=0.019923235222928062 -0.0076282580676175537 -0.008768715890205829 0.01633354236137146 0.014953542479192476 -0.0039756881611441768 0.0063405718789499958 0.00977158681323494 0.014089357746061237 0.0041919736829052548 0.00176138651355839
leaf_weight=59 100 55 55 63 91 85 191 67 2160 62
leaf_count=59 100 55 55 63 91 85 191 67 2160 62
internal_value=0 0.00508794 0.00543741 0.0052161 0.00484016 0.0119182 0.00516424 0.00490844 0.00464604 -0.00317331
internal_weight=0 2888 2771 2716 2572 144 2481 2418 2351 117
internal_count=2988 2888 2771 2716 2572 144 2481 2418 2351 117
is_linear=0
shrinkage=0.16829


Tree=5864
num_leaves=27
num_cat=0
split_feature=1 52 1 124 14 52 15 15 13 130 43 42 15 52 42 1 15 52 42 130 481 43 484 133 52 1
split_gain=16.4554 2.36861 1.84552 1.73193 1.06003 1.04535 1.23406 0.779076 1.03368 0.882437 1.43249 0.629203 0.599392 0.533471 0.508033 0.486099 0.370804 0.299304 0.264627 0.257229 0.253112 0.205339 0.192474 0.164493 0.15344 0.13481
threshold=0.10696000000000001 -0.40011499999999994 0.14860500000000001 -0.078224999999999989 0.073890000000000011 -0.032354999999999988 -0.21242999999999998 0.039965000000000007 -0.052124999999999998 0.079945000000000002 -0.076364999999999988 0.073240000000000013 0.13248000000000001 -0.08403999999999999 0.078120000000000009 0.12122500000000001 0.084785000000000013 0.08593000000000002 0.088185000000000013 0.10269000000000002 -0.085904999999999981 -0.0068849999999999996 -0.0042999999999999991 0.077945 0.11087000000000001 0.12156000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 -1 7 15 21 8 14 10 -10 25 16 -12 -5 -3 17 -9 23 -11 -18 -7 -20 -16 -22 -8
right_child=1 2 -4 4 -6 6 11 12 9 19 13 -13 -14 -15 18 -17 20 -19 22 -21 24 -23 -24 -25 -26 -27
leaf_value=0.0010370611142954398 0.0015005674660628244 0.00081137209714212018 0.00029809171110562008 0.0011988645922292862 0.0018429181927797694 0.00060945724891649298 0.00088354594000089842 0.0015911865605615632 0.00075180953262165976 0.0016545745783813357 0.0014844130412013695 0.0014218547857775456 0.0012038664086448591 0.0012064309325994181 0.001719232505016995 0.00044743386859868902 0.0013023873894954785 0.0018994111133363869 0.0016158752091643682 0.0013689881472874828 0.0015697527966626451 0.00086724235288538373 0.0013944145604495963 0.0015463985880752363 0.001447808578856915 0.0011268199207921656
leaf_weight=99 56 90 73 57 87 66 52 92 60 79 120 65 56 210 83 73 52 58 58 65 592 72 197 274 150 52
leaf_count=99 56 90 73 57 87 66 52 92 60 79 120 65 56 210 83 73 52 58 58 65 592 72 197 274 150 52
internal_value=0 0.000853732 0.000786959 0.00146556 0.00148406 0.000862814 0.000976437 0.00146988 0.00141294 0.00130417 0.0012222 0.00116586 0.00153834 0.00130762 0.00149971 0.000648597 0.00155814 0.0017106 0.00152767 0.00152591 0.00152929 0.000744209 0.00144492 0.00158668 0.00154515 0.00100552
internal_weight=0 599 543 2389 2290 470 307 2203 1203 534 390 169 1000 330 669 163 944 150 612 144 794 138 255 357 742 104
internal_count=2988 599 543 2389 2290 470 307 2203 1203 534 390 169 1000 330 669 163 944 150 612 144 794 138 255 357 742 104
is_linear=0
shrinkage=0.0032998


Tree=5865
num_leaves=30
num_cat=0
split_feature=1 1 2 2 2 14 47 49 2 47 1 2 2 1 49 16 16 133 16 2 483 1 1 16 51 2 16 2 2
split_gain=22.7558 3.62402 2.78008 2.46686 2.35506 1.66426 1.58173 0.804255 0.802832 0.57207 0.542768 1.91631 0.411667 0.408407 0.31925 0.408667 0.50213 0.347709 0.304962 0.370844 0.245994 0.191576 0.404692 0.210708 0.165376 0.509678 0.114318 0.0952051 0.0947716
threshold=0.10749500000000002 0.12500000000000003 -0.0098549999999999974 0.098655000000000007 1.0000000180025095e-35 0.064610000000000015 0.11224000000000002 -0.047179999999999993 0.13751000000000005 0.090280000000000013 0.085720000000000005 0.08647500000000001 -0.007134999999999999 0.078705000000000011 0.12186500000000001 0.40955000000000003 -0.037309999999999989 0.0029250000000000005 -0.090964999999999976 0.088005000000000014 -0.014874999999999998 0.091725000000000015 0.094165000000000013 -0.077879999999999991 0.013805000000000001 0.12026500000000001 0.55657000000000012 0.16730000000000003 0.10803500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 5 9 10 8 -5 12 -2 13 21 -3 18 15 16 28 -18 19 -4 -20 23 -23 -12 25 -6 -17 -10 -9
right_child=1 6 3 7 24 -7 -8 14 27 -11 11 -13 -14 -15 -16 26 17 -19 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00087339563222999699 0.0011413421438788726 0.00036102724193298925 0.0017970934436817747 0.00099490383197706287 0.00088470857715919023 0.0020355170182466994 0.00098842550854580098 0.0015274495268640868 0.00024403348866344386 0.0015993639308037025 0.0017099229846612538 0.00090815701908820903 0.00075732756729603385 0.0018168760097393296 0.0011181232879518381 0.0016802122940689696 0.0010132206286025578 0.001366516346855287 0.0017149848780993258 0.0015366209273352768 0.0015173395286496164 0.001228140259641553 0.0015524280776806759 0.0014965794687776992 0.00090665366656419186 0.00044905443679437329 0.0014605204943269005 4.433313386548466e-05 0.0013587449882849045
leaf_weight=79 64 63 123 78 65 78 53 85 52 57 101 63 53 75 54 52 71 55 78 122 835 62 139 111 57 54 61 53 75
leaf_count=79 64 63 123 78 65 78 53 85 52 57 101 63 53 75 54 52 71 55 78 122 835 62 139 111 57 54 61 53 75
internal_value=0 0.000750035 0.00148319 0.00150396 0.00100264 0.00156274 0.000476095 0.00130608 0.000353069 0.0013574 0.00154114 0.00144561 0.000542399 0.00157799 0.00135958 0.00139217 0.00132497 0.00116772 0.00156249 0.00166753 0.00153426 0.00152751 0.00145257 0.00159839 0.00075855 0.000687313 0.00156193 0.000143568 0.00144859
internal_weight=0 571 2397 2318 297 1787 274 531 221 121 1709 476 116 1233 453 399 286 126 1158 245 913 413 201 212 176 119 113 105 160
internal_count=2968 571 2397 2318 297 1787 274 531 221 121 1709 476 116 1233 453 399 286 126 1158 245 913 413 201 212 176 119 113 105 160
is_linear=0
shrinkage=0.0032998


Tree=5866
num_leaves=19
num_cat=0
split_feature=39 1456 9 4 150 42 14 52 1 52 42 1213 16 4 52 16 4 484
split_gain=0.585577 0.354534 0.320893 0.327524 0.290701 0.280154 0.246873 0.211012 0.202877 0.197317 0.164432 0.159285 0.308064 0.37273 0.313176 0.134348 0.133595 0.113589
threshold=0.099350000000000008 -0.069944999999999993 -1.0000000180025095e-35 -0.085594999999999991 0.10808000000000002 0.087325000000000014 -0.13131999999999996 0.11628500000000001 0.086965000000000001 -0.011964999999999998 -0.054099999999999995 -1.0000000180025095e-35 0.19384500000000002 -0.35269999999999996 -0.55901999999999985 -0.14239499999999997 0.10686000000000001 0.024650000000000002
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 5 6 11 -5 17 10 -6 -8 -4 13 -13 -14 -10 -2 -1
right_child=16 2 3 4 9 -7 8 -9 15 -11 -12 12 14 -15 -16 -17 -18 -19
leaf_value=0.012904727189424755 -0.011488934883631941 -0.0052953515339231386 0.0025052738363906873 0.014723092233631295 -0.0096149485390389679 0.020411024592236676 0.0029536672086963238 0.0060365563232636201 -0.0012286032795941757 0.0034418799211562048 0.0077382264782305263 0.026370231872235236 0.013564147382751994 0.0098874031334213082 -0.0032783985722752277 0.0042956978786667837 -0.00065692820018202654 0.022717401111993017
leaf_weight=92 54 72 99 82 60 64 266 87 164 72 884 54 54 141 74 514 81 54
leaf_count=92 54 72 99 82 60 64 266 87 164 72 884 54 54 141 74 514 81 54
internal_value=0 0.00633447 0.00576962 0.00608547 0.00514915 0.0100158 0.0056773 0.0126298 0.00527055 -0.00247943 0.0066331 0.00843506 0.010247 0.0144611 0.00381301 0.00295679 -0.00500304 0.0165464
internal_weight=0 2833 2600 2528 2042 486 1910 233 1828 132 1150 422 323 195 128 678 135 146
internal_count=2968 2833 2600 2528 2042 486 1910 233 1828 132 1150 422 323 195 128 678 135 146
is_linear=0
shrinkage=0.16829


Tree=5867
num_leaves=27
num_cat=0
split_feature=1 2 2 2 3 150 2 12 41 34 0 2 3 12 12 3 15 15 160 133 0 2 400 15 43 0
split_gain=10.3799 1.57927 1.49037 1.06222 1.01959 1.01894 0.960001 0.692706 0.937989 0.665534 0.460808 0.400708 0.467765 0.373581 0.582996 0.234434 0.220121 0.203036 0.200095 0.181485 0.190647 0.178132 0.200438 0.159158 0.0959979 0.0416217
threshold=0.10921500000000002 -0.0098549999999999974 0.25063000000000007 0.10060500000000001 -0.069049999999999986 1.0000000180025095e-35 0.11043500000000002 0.090205000000000021 0.075585000000000013 -0.010739999999999998 -0.22984499999999997 0.12026500000000001 0.085880000000000012 -1.0000000180025095e-35 0.095775000000000013 0.040040000000000006 -0.032144999999999993 -0.069034999999999985 0.030480000000000004 0.42957000000000006 -0.06952499999999999 0.096435000000000007 -1.0000000180025095e-35 -0.097454999999999986 -0.035884999999999993 -0.064509999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 6 13 -2 8 10 -6 -3 23 -13 -5 18 16 -12 -16 25 20 21 22 -9 -11 -19 -15
right_child=2 3 -4 5 9 -7 -8 19 -10 11 15 12 -14 14 17 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00074825093725283546 0.0011880683664513229 0.00098235817814041476 0.00018092865676171856 0.00088805533232511871 0.00032598346241608374 0.00067392888363470291 0.00063597937999667253 0.00099069961890619067 0.0016932961435989207 0.0009873336366245395 0.0013482865801656828 0.00034746483822453819 0.0007352651949751836 0.0014712938936601906 0.0012055110050746898 0.0014720190969464879 0.0012413160011061903 0.00089078101637923434 0.0011434431736514505 0.0013004231697303209 0.00097009473243038697 0.00097616082779656708 0.0012103246906811076 0.00074528165402219478 0.0010649254466536025 0.0013316436367052219
leaf_weight=84 90 58 57 61 59 61 56 54 61 55 312 53 96 52 69 72 716 68 52 86 70 54 361 69 80 62
leaf_count=84 90 58 57 61 59 61 56 54 61 55 312 53 96 52 69 72 716 68 52 86 70 54 361 69 80 62
internal_value=0 0.00119393 0.000686098 0.00120985 0.000746264 0.00107525 0.00097655 0.00124669 0.00129273 0.000644888 0.0012716 0.00071368 0.000597559 0.00113031 0.0011688 0.00128682 0.00127382 0.00105538 0.00131686 0.00115683 0.00113386 0.00115823 0.00118183 0.000852928 0.000985151 0.00139565
internal_weight=0 2433 535 2349 478 505 146 1844 1219 332 1158 273 149 444 383 1100 1028 217 166 625 539 469 415 124 148 114
internal_count=2968 2433 535 2349 478 505 146 1844 1219 332 1158 273 149 444 383 1100 1028 217 166 625 539 469 415 124 148 114
is_linear=0
shrinkage=0.0032998


Tree=5868
num_leaves=12
num_cat=0
split_feature=10 1455 10 9 1447 11 2 453 0 0 133
split_gain=0.501127 0.347454 0.257042 0.198003 0.189956 0.253139 0.510272 0.203678 0.23443 0.140054 0.121265
threshold=-0.11133 0.090900000000000022 0.057650000000000007 -1.0000000180025095e-35 -0.085804999999999979 1.0000000180025095e-35 0.10121500000000001 0.085955000000000018 -0.13409999999999997 -0.087604999999999975 0.047685000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 9 7 -7 8 -6 -5 -3
right_child=1 10 -4 4 5 6 -8 -9 -10 -11 -12
leaf_value=-0.0076388884999911838 -0.0034083679093810989 0.019237703129737948 -0.0042096125957689591 0.0052428200283505507 0.00094958327823746339 0.022038854374888547 0.0036724724682443543 0.015908936308563198 0.0063150179747542201 -0.0071034879772014139 0.008490584930533283
leaf_weight=78 63 72 73 52 261 84 88 57 2036 52 52
leaf_count=78 63 72 73 52 261 84 88 57 2036 52 52
internal_value=0 0.00602128 0.00562953 0.00589691 0.00612049 0.00641079 0.0126525 0.00595396 0.00570614 -0.000913059 0.0147453
internal_weight=0 2890 2766 2693 2630 2526 172 2354 2297 104 124
internal_count=2968 2890 2766 2693 2630 2526 172 2354 2297 104 124
is_linear=0
shrinkage=0.16829


Tree=5869
num_leaves=20
num_cat=0
split_feature=4 3 2 2 150 4 12 42 11 12 1375 14 2 4 12 151 16 16 16
split_gain=11.3411 4.66355 1.79159 1.86592 1.19134 1.07444 0.932147 0.928049 0.851509 0.645082 0.572862 0.395291 0.437829 0.386344 0.436256 0.306408 0.241345 0.178725 0.0702717
threshold=0.31392000000000003 0.28833000000000003 0.10060500000000001 -0.007134999999999999 0.082085000000000019 -0.35269999999999996 -1.0000000180025095e-35 0.11697 1.0000000180025095e-35 0.090455000000000021 -0.091584999999999986 -0.45687499999999998 -0.080104999999999996 0.032770000000000001 0.09567500000000001 -0.071694999999999995 -0.50318999999999992 0.064455000000000012 -0.061714999999999992
decision_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 -5 -4 13 9 10 -7 -2 -13 14 -8 -14 -17 -11 -15
right_child=11 -3 4 5 -6 8 7 -9 -10 17 -12 12 15 18 -16 16 -18 -19 -20
leaf_value=0.00073944229770403871 0.00069271230919533172 0.00025273211514373925 0.00066225587829819128 0.0015712262604507827 0.00055307737944183604 0.00087833117547297707 0.0013679852997723096 0.00067028726674672539 0.0015345382139695949 0.0011139648980263415 0.0012352681883199142 0.00065921413516945363 0.00053974201569915222 0.0010730105875375363 0.0010804439128351477 0.00039171244979146363 0.00012387365710698385 0.00096817804691144715 0.00090752367619884521
leaf_weight=100 59 67 67 83 67 52 116 52 74 530 1091 53 52 62 118 67 82 116 60
leaf_count=100 59 67 67 83 67 52 116 52 74 530 1091 53 52 62 118 67 82 116 60
internal_value=0 0.00111293 0.00113519 0.00117995 0.000966145 0.00120257 0.00102433 0.00108371 0.00118613 0.0011717 0.00121906 0.000448621 0.000391783 0.001144 0.00122314 0.000321092 0.000244548 0.00108784 0.000991912
internal_weight=0 2655 2588 2046 542 1946 475 408 1863 1789 1143 313 254 356 234 201 149 646 122
internal_count=2968 2655 2588 2046 542 1946 475 408 1863 1789 1143 313 254 356 234 201 149 646 122
is_linear=0
shrinkage=0.0032998


Tree=5870
num_leaves=22
num_cat=0
split_feature=1 1 12 12 1 4 12 151 4 13 12 4 13 15 12 13 1 12 151 13 133
split_gain=17.3445 2.55321 2.28843 1.58109 1.57945 1.13794 0.864611 0.613107 0.573506 0.437692 0.462121 0.435638 0.511528 0.37955 0.346145 0.33297 0.324461 0.237059 0.224013 0.195679 0.0848484
threshold=0.10684 0.13662500000000002 0.085075000000000026 -1.0000000180025095e-35 0.09258000000000001 0.27420500000000009 0.12631000000000003 0.077805000000000013 -0.0096349999999999977 0.041960000000000004 0.095920000000000019 -0.090174999999999991 -1.0000000180025095e-35 -0.45371999999999996 1.0000000180025095e-35 0.094890000000000016 0.14195000000000002 -0.038859999999999992 -0.065174999999999983 -0.076179999999999984 0.006510000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 -1 6 7 9 -4 11 15 12 -5 -2 -13 -11 -3 -18 -15 -20 -12
right_child=1 16 8 5 -6 -7 -8 -9 -10 10 20 14 -14 18 -16 -17 17 -19 19 -21 -22
leaf_value=0.0013103363760783159 0.00044399325438880142 0.00058036456979460255 0.0014167174591307435 0.0013748372379315823 0.00068967825423197 0.00088829644422194786 0.00094847489490044079 0.0017154296500077383 0.001005201069540686 0.00092442585376118045 0.0014637846250419952 0.0011702706651577706 0.0017495720206442895 0.00058792457705993757 0.0013859390244830606 0.0012558371366165335 0.00040603922912630329 0.00010987754680198338 0.0006680838388236223 0.0009338070242941956 0.001283386191270375
leaf_weight=102 67 58 60 84 80 55 52 59 99 60 75 88 78 75 1497 77 69 52 55 71 54
leaf_count=102 67 58 60 84 80 55 52 59 99 60 75 88 78 75 1497 77 69 52 55 71 54
internal_value=0 0.00070805 0.000846794 0.001334 0.00103771 0.00135873 0.0013709 0.00138148 0.00116071 0.00137168 0.0012457 0.00139084 0.00155548 0.00066042 0.00137399 0.00111095 0.000376882 0.000279054 0.000732387 0.000818096 0.00138854
internal_weight=0 606 427 2361 182 2179 2124 2072 159 2013 266 1747 162 268 1585 137 179 121 201 126 129
internal_count=2967 606 427 2361 182 2179 2124 2072 159 2013 266 1747 162 268 1585 137 179 121 201 126 129
is_linear=0
shrinkage=0.0032998


Tree=5871
num_leaves=26
num_cat=0
split_feature=3 2 9 2 3 3 52 13 2 52 52 42 3 2 51 52 52 1213 52 2 52 15 2 52 15
split_gain=25.0438 7.91315 3.98398 3.89128 2.49049 1.89355 1.43504 1.21742 1.14637 1.071 1.67769 0.899696 0.839706 0.499928 0.358626 0.324644 0.411063 0.378355 0.313522 0.301363 0.286621 0.254173 0.212167 0.145941 0.195011
threshold=-0.049204999999999992 0.11917500000000002 -1.0000000180025095e-35 0.113445 0.25089000000000006 0.28833000000000003 -0.23682999999999996 -0.14847499999999997 -1.0000000180025095e-35 -0.087094999999999992 -0.068039999999999975 0.09901500000000002 -0.10859999999999999 0.093320000000000014 -0.26625499999999996 0.28122000000000008 0.070680000000000007 0.041405000000000004 -0.14198999999999998 0.083935000000000023 1.0000000180025095e-35 -0.084454999999999988 0.083815000000000014 0.4107300000000001 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
left_child=3 2 -2 7 9 11 -5 -1 -9 18 -11 21 -8 19 -10 16 17 -16 -4 -12 -15 -3 -18 -17 -25
right_child=1 5 4 6 -6 -7 12 8 14 10 13 -13 -14 20 15 23 22 -19 -20 -21 -22 -23 -24 24 -26
leaf_value=0.0019081517345061855 0.00023664783122932106 0.0004127301633474612 0.0011922331366373187 0.0013632481793530269 0.00034435098261457477 -0.00023226047277955401 0.00041830196374939885 0.00093248303502330252 0.0011519867697966683 0.0005523812789199452 0.0011268309340165532 6.6537458238264083e-05 0.00094762377626145342 0.00084371392008890812 0.0014224811491284814 0.0011522772027978054 0.0016878108926747135 0.0012012525292787338 0.001527374282240273 0.0014820680673012072 0.0011644925513342407 0.00074138001600858945 0.0014893909068246559 0.0014562193238415221 0.0012055713679705044
leaf_weight=54 83 52 62 60 53 78 52 55 55 71 55 59 89 68 930 56 70 95 63 52 57 52 499 88 59
leaf_count=54 83 52 62 60 53 78 52 55 55 71 55 59 89 68 930 56 70 95 63 52 57 52 499 88 59
internal_value=0 0.000690959 0.000904837 0.00137288 0.00102006 0.000190284 0.000935102 0.00141774 0.00140383 0.00110366 0.000997201 0.000392699 0.000752663 0.00113318 0.00141781 0.00142593 0.00144196 0.00140201 0.00136143 0.0012998 0.000990271 0.000577394 0.00151386 0.00129987 0.00135586
internal_weight=0 805 564 2162 481 241 201 1961 1907 428 303 163 141 232 1852 1797 1594 1025 125 107 125 104 569 203 147
internal_count=2967 805 564 2162 481 241 201 1961 1907 428 303 163 141 232 1852 1797 1594 1025 125 107 125 104 569 203 147
is_linear=0
shrinkage=0.0032998


Tree=5872
num_leaves=17
num_cat=0
split_feature=2 151 50 1419 51 15 0 484 3 51 43 0 2 15 2 43
split_gain=0.767614 0.260975 0.250253 0.219952 0.303468 0.31534 0.215848 0.189983 0.247811 0.198195 0.167257 0.149686 0.16212 0.177448 0.0759306 0.0881945
threshold=0.11454500000000002 0.077805000000000013 0.13265500000000002 0.086260000000000017 0.098910000000000012 -0.070009999999999975 0.0040950000000000005 0.113085 0.11500500000000001 -0.41601499999999997 0.094900000000000012 -0.074679999999999983 0.13751000000000005 -0.085874999999999993 0.14744000000000002 -0.076024999999999995
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 10 8 9 -1 11 12 13 -2 15 -13
right_child=6 -3 -4 -5 5 -7 -8 -9 -10 -11 -12 14 -14 -15 -16 -17
leaf_value=-0.0018062421715299066 -0.002465320808495622 0.016924890446345184 0.01924567210059714 0.017489003469784437 0.0066365547280868541 -0.010275515250180606 -0.0090558166385959031 -0.00099776537830229537 0.017800270616078272 0.0081512321844519238 -0.0066749112841360033 -0.00064478143421746415 -0.0068150351189263329 0.01052592163804205 0.01235988454306493 0.0082058613712374332
leaf_weight=58 62 97 55 64 74 54 54 65 74 1953 52 52 63 57 52 81
leaf_count=58 62 97 55 64 74 54 54 65 74 1953 52 52 63 57 52 81
internal_value=0 0.00835056 0.00800283 0.00773804 0.0074633 -0.000484189 0.000951673 0.00793729 0.0082167 0.00786315 0.00224571 0.00351456 7.7952e-05 0.00374228 0.00688573 0.00473195
internal_weight=0 2494 2397 2342 2278 128 473 2150 2085 2011 419 367 182 119 185 133
internal_count=2967 2494 2397 2342 2278 128 473 2150 2085 2011 419 367 182 119 185 133
is_linear=0
shrinkage=0.16829


Tree=5873
num_leaves=26
num_cat=0
split_feature=1 1 3 123 47 14 0 15 0 1429 15 15 52 15 3 151 0 1 15 3 47 403 42 3 42
split_gain=17.196 3.71947 1.75387 1.58601 0.759324 0.734101 0.606343 1.07664 0.554858 0.712127 0.494619 0.491704 0.420859 0.741 0.356258 0.327128 0.328758 0.242583 0.233013 0.186316 0.13542 0.126566 0.309368 0.118626 0.0130919
threshold=0.10684 0.14195000000000002 -0.049204999999999992 1.0000000180025095e-35 0.10070000000000003 0.073890000000000011 -0.10462499999999998 -0.12431499999999999 -0.076384999999999995 0.086765000000000009 -0.0039399999999999991 -0.14689499999999997 -0.45635499999999996 0.025430000000000005 0.10766000000000002 -0.0063399999999999993 -0.13843999999999998 0.09636500000000002 -0.40992999999999996 -0.084524999999999975 0.102035 -0.15148499999999998 0.089525000000000007 -0.075404999999999986 0.093030000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 5 10 6 7 -1 20 12 14 -2 -10 -14 24 -9 -17 -5 -3 -13 21 22 -8 -23 -4
right_child=1 18 4 17 -6 -7 8 15 9 -11 -12 19 13 -15 -16 16 -18 -19 -20 -21 -22 23 -24 -25 -26
leaf_value=0.0015311317537848484 0.00080485177267414644 0.00034858360786442662 0.00033635848366122769 0.0010871184571008424 0.0010049400179423136 0.0016429920277527294 0.0011511519313203266 0.00083705460975398618 0.0014522240740302945 0.0016249162241035761 0.00085974463162059183 0.0010253983314020192 0.0010368015073329211 0.0013081908462564444 0.00067559929059777407 0.0013296179492082961 0.00096136489480055465 0.00076447025837560667 5.5975428754010938e-05 0.0012812657713980376 0.0012327585063001546 0.0014212711490906914 0.0014850124786359587 0.0013236215621368682 0.00041700603753274729
leaf_weight=66 52 53 52 52 60 87 73 61 79 55 56 52 198 251 76 53 55 52 68 85 62 992 54 171 52
leaf_count=66 52 53 52 52 60 87 73 61 79 55 56 52 198 251 76 53 55 52 68 85 62 992 54 171 52
internal_value=0 0.000702379 0.000831525 0.00132564 0.000672647 0.00134404 0.00133204 0.00117262 0.00135138 0.0012656 0.000588016 0.00108016 0.0012281 0.00118859 0.000503283 0.0010324 0.00114241 0.000926133 0.000184434 0.00118441 0.00138834 0.00139579 0.00129339 0.00140694 0.000377021
internal_weight=0 606 485 2361 296 2257 2170 235 1935 583 236 189 528 449 180 169 108 104 121 137 1352 1290 127 1163 104
internal_count=2967 606 485 2361 296 2257 2170 235 1935 583 236 189 528 449 180 169 108 104 121 137 1352 1290 127 1163 104
is_linear=0
shrinkage=0.0032998


Tree=5874
num_leaves=31
num_cat=0
split_feature=2 12 2 2 2 0 0 12 0 49 2 0 160 43 0 52 402 52 0 43 43 12 52 12 3 0 2 52 0 3
split_gain=9.54108 3.78768 1.53295 1.43209 1.58282 0.567718 0.483037 0.455843 0.438729 0.423721 0.392299 0.373918 0.356611 0.33735 0.501615 0.30813 0.248476 0.206641 0.245872 0.186757 0.233941 0.177926 0.167248 0.216111 0.179693 0.162957 0.222563 0.145777 0.194392 0.140027
threshold=0.11891500000000001 0.056995000000000011 0.14744000000000002 -1.0000000180025095e-35 0.10257000000000001 -0.079864999999999978 -0.15445999999999996 0.090285000000000018 -0.10028499999999999 0.0060400000000000011 0.25063000000000007 -0.067969999999999989 -0.5242349999999999 -0.082204999999999986 -0.07087499999999998 -0.059794999999999994 0.11135000000000002 -1.0000000180025095e-35 -0.08176499999999999 0.066620000000000026 -0.0018599999999999999 0.085965000000000014 0.0049050000000000005 0.108725 -0.082439999999999986 -0.050704999999999993 0.096860000000000016 0.099570000000000006 -0.076384999999999995 -0.09738999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 5 6 -5 12 -2 -10 -4 -1 -3 14 17 -6 19 -9 -19 20 29 -22 23 25 -24 26 -15 -26 -29 -14
right_child=2 7 10 4 15 -7 -8 13 9 -11 -12 -13 16 22 -16 -17 -18 18 -20 -21 21 -23 24 -25 27 -27 -28 28 -30 -31
leaf_value=0.00072613907932807232 0.0004739300904894689 0.0014210959720828429 0.0003609092892652009 0.0011439423393259382 0.00051621730846072129 0.0013233239356926882 0.00078170236689181197 0.0012185700902426521 0.00062323377628981027 0.00099338118900333381 1.089509841373288e-06 0.00040141952714885416 0.0013346780626507012 0.0011022861430509689 0.00067786133390150083 0.00080249861336612255 0.00093756156846948368 0.000801416453790351 0.001093958506119686 0.0013268611745191887 0.00088913047070337875 0.0011385275419310945 0.001340994068075119 0.00086707962376955758 0.0012503628573830271 0.0012397672724443231 0.00086127683688192618 0.0011866268142930541 0.00096403426130597231 0.0011640277083385018
leaf_weight=72 91 60 81 90 75 79 74 54 87 56 56 85 60 228 53 93 55 55 77 78 60 70 55 55 78 69 53 88 89 691
leaf_count=72 91 60 81 90 75 79 74 54 87 56 56 85 60 228 53 93 55 55 77 78 60 70 55 55 78 69 53 88 89 691
internal_value=0 0.0010576 0.000491682 0.000819201 0.000921735 0.00109224 0.000980707 0.00112435 0.000654055 0.000768433 0.000214087 0.00055056 0.00117133 0.00107142 0.000962962 0.000674904 0.00115651 0.00104401 0.000972333 0.00116904 0.00115502 0.00102369 0.00110763 0.00106249 0.00116649 0.0010931 0.00105695 0.00112871 0.0010749 0.00117771
internal_weight=0 2596 371 568 411 243 164 2028 234 143 137 157 1074 954 239 168 1014 186 132 959 881 130 715 405 310 350 281 255 177 751
internal_count=2967 2596 371 568 411 243 164 2028 234 143 137 157 1074 954 239 168 1014 186 132 959 881 130 715 405 310 350 281 255 177 751
is_linear=0
shrinkage=0.0032998


Tree=5875
num_leaves=26
num_cat=0
split_feature=3 3 43 2 457 2 42 2 39 484 484 2 3 156 2 51 52 52 52 13 42 2 3 2 43
split_gain=11.7959 5.24179 5.49876 1.92515 1.57848 1.93072 1.43157 1.09235 0.639101 0.624198 0.605705 0.396839 0.382142 0.381189 0.378343 0.31056 0.285579 0.692172 0.276313 0.256427 0.255088 0.219833 0.147072 0.290321 0.142159
threshold=-0.059315 0.28833000000000003 -0.041049999999999996 0.123795 0.09112000000000002 0.11657500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.093225000000000016 0.087235000000000021 -0.084749999999999978 0.090020000000000017 -0.085744999999999988 0.088675000000000018 -0.007134999999999999 -0.095799999999999982 0.088595000000000021 -0.10201499999999998 0.27203000000000005 -0.48634999999999995 0.086435000000000012 0.087975000000000012 0.094635000000000011 0.086325000000000013 -0.080859999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 7 5 13 -2 -1 14 10 12 15 -9 22 -8 -12 17 -13 -18 -3 -17 -11 23 -4 -14
right_child=1 19 4 -5 -6 -7 8 9 -10 21 11 16 24 -15 -16 20 18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0010564095535127509 0.0012207558820435988 0.00051744526321085378 0.0015618976308906499 0.00093908287623440268 0.00080277708513758726 0.0009584883449302962 0.00056330577054792337 0.0018600298359137206 0.0003917969181505368 0.0018248227464412357 0.001282460474968726 0.0014967979265986127 0.0016713301438314161 0.0017580015375685649 0.00089656828989463546 0.0015574402384240919 0.0015612150970474633 0.0011779759575395864 0.001322820371019327 0.00020463058882444219 0.0014465352476538988 0.0015784959192775682 0.0015962635303047267 0.0012778030672308779 0.0014427756655102572
leaf_weight=64 57 53 77 74 53 81 64 66 78 76 72 132 58 66 91 555 145 174 88 63 406 91 74 85 70
leaf_count=64 57 53 77 74 53 81 64 66 78 76 72 132 58 66 91 555 145 174 88 63 406 91 74 85 70
internal_value=0 0.000999646 0.00110374 0.00146302 0.00133805 0.00141204 0.000751339 0.00148242 0.000636352 0.00149651 0.00147811 0.00145646 0.00165342 0.00153357 0.00075919 0.00149475 0.001383 0.00131562 0.00147133 0.000347858 0.00151062 0.00169081 0.00147065 0.00141305 0.00154661
internal_weight=0 842 726 2071 436 383 290 1997 233 1933 1766 1572 194 302 155 1033 539 306 233 116 961 167 236 162 128
internal_count=2913 842 726 2071 436 383 290 1997 233 1933 1766 1572 194 302 155 1033 539 306 233 116 961 167 236 162 128
is_linear=0
shrinkage=0.0032998


Tree=5876
num_leaves=18
num_cat=0
split_feature=4 484 16 4 0 0 15 15 0 13 15 43 1 13 1 43 0
split_gain=0.491548 0.330725 0.327835 0.383764 0.422185 0.362867 0.368037 0.274433 0.221108 0.202591 0.351079 0.251464 0.165581 0.165183 0.172721 0.0888575 0.0452399
threshold=0.31392000000000003 0.12389500000000002 -0.14669499999999996 0.043640000000000005 -0.22984499999999997 -0.14920999999999998 0.13248000000000001 -0.055184999999999991 -0.11073999999999999 -0.15941999999999998 -0.46772999999999992 -0.049364999999999992 0.093390000000000015 -0.13226499999999999 0.082135000000000014 -0.079109999999999986 -0.10726999999999999
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 -4 -6 8 12 -7 -2 -11 -12 -5 -1 15 -15 -13
right_child=9 -3 3 7 5 6 -8 -9 -10 10 11 16 -14 14 -16 -17 -18
leaf_value=0.0064703571248783702 0.010477805731435539 0.01941464838894965 -0.0056085997371675507 0.00060801064393348897 0.023491251101079323 0.001857701419059811 -0.0044541750120847727 -0.0083444847087882877 0.010174723297040108 0.0095096314259836123 -0.01393582406579749 0.0038168395859999706 0.011297376019659824 0.018774431328564819 0.023297445035194996 0.010039099276111125 -0.0030701190527250501
leaf_weight=55 70 95 52 93 53 96 53 55 1760 77 52 53 74 54 77 89 55
leaf_count=55 70 95 52 93 53 96 53 55 1760 77 52 53 74 54 77 89 55
internal_value=0 0.00965043 0.0092803 0.00860401 0.00933623 0.00973324 0.00935033 0.00195317 0.0097455 0.00252267 0.000165477 -0.00432017 0.00535537 0.0147726 0.01684 0.0133503 0.000292957
internal_weight=0 2606 2511 2236 2014 1962 1909 222 1856 307 237 160 167 275 220 143 108
internal_count=2913 2606 2511 2236 2014 1962 1909 222 1856 307 237 160 167 275 220 143 108
is_linear=0
shrinkage=0.16829


Tree=5877
num_leaves=18
num_cat=0
split_feature=4 3 2 2 133 2 457 3 3 3 15 4 51 3 43 51 43
split_gain=21.0079 8.63321 4.18211 2.88973 2.77429 1.37656 1.85998 1.13055 0.7812 0.928364 0.619903 0.620941 0.697266 0.491697 0.656047 0.455923 0.0906061
threshold=0.27998000000000006 0.28833000000000003 -1.0000000180025095e-35 0.14346500000000004 0.084675000000000014 0.095565000000000011 0.048350000000000011 -0.082634999999999986 0.076825000000000018 -0.027864999999999997 -0.11739999999999999 0.04105000000000001 0.080840000000000009 0.13772500000000001 -0.049364999999999992 -0.015159999999999998 -0.03898999999999999
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 8 -2 9 -7 16 12 -12 14 -9 -13 -4
right_child=7 -3 3 -5 -6 6 -8 13 -10 -11 11 15 -14 -15 -16 -17 -18
leaf_value=0.0013847106231687284 0.00090028085929074039 0.00024889743403159803 0.0017172723336434711 0.0008290174750292613 0.00036556253091393775 0.0014890208862623621 0.000848959543638555 0.00035174768094351736 0.0017879106450986574 0.0010419346151456696 0.0016448793891474635 0.0011553975762747016 0.0014408720783057384 0.00022620502682905939 0.00078251420728764809 0.0015301967745102918 0.0018984460651177517
leaf_weight=62 87 60 58 60 55 428 55 80 81 58 1229 57 218 70 75 98 82
leaf_count=62 87 60 58 60 55 428 55 80 81 58 1229 57 218 70 75 98 82
internal_value=0 0.00148677 0.00151599 0.00154542 0.000905925 0.00156359 0.00142983 0.000580426 0.00148611 0.00143574 0.00161133 0.00159275 0.00161417 0.000456592 0.00056041 0.00139259 0.00182364
internal_weight=0 2601 2541 2424 117 2364 622 312 567 486 1742 1602 1447 225 155 155 140
internal_count=2913 2601 2541 2424 117 2364 622 312 567 486 1742 1602 1447 225 155 155 140
is_linear=0
shrinkage=0.0032998


Tree=5878
num_leaves=20
num_cat=0
split_feature=40 106 43 43 484 42 43 457 156 52 483 0 484 49 156 12 43 2 2
split_gain=0.359908 0.305335 0.270615 0.430728 0.301498 0.31398 0.433455 0.226485 0.201729 0.304579 0.279357 0.195945 0.19087 0.171881 0.169503 0.128289 0.0567312 0.0521663 0.159616
threshold=1.0000000180025095e-35 0.085650000000000018 0.086765000000000023 0.062770000000000006 0.08264500000000001 0.09747500000000002 -0.036849999999999994 0.035070000000000011 0.086995000000000017 0.12109500000000002 0.080590000000000009 -0.10228499999999999 0.041025000000000006 -0.066894999999999982 0.089725000000000013 0.09253500000000002 0.024055000000000003 0.087515000000000023 0.097845000000000015
decision_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 15 12 9 10 -6 -4 -1 -9 -10 -7 -8 -13 -19
right_child=-2 -3 11 -5 8 6 16 13 14 -11 -12 17 -14 -15 -16 -17 -18 18 -20
leaf_value=0.0097970064204177063 -0.002168775767507041 -0.0037658336938046957 0.022026569903676185 -0.0067031190044051919 0.029711777982163134 0.0037622498271092006 0.0068651241873230696 -0.0031362866485070036 0.00079231403754212156 0.0089612121696282746 0.013333427494310376 0.015565920957986968 0.00017696341962708967 0.0074837109203952376 0.014419095115019239 -0.0060063257569811963 0.014468387620392023 0.0024857775243927911 0.013989691804488261
leaf_weight=1614 88 54 66 52 65 58 55 73 52 84 55 63 61 105 52 110 59 55 92
leaf_count=1614 88 54 66 52 65 58 55 73 52 84 55 63 61 105 52 110 59 55 92
internal_value=0 0.00874382 0.00898825 0.0084333 0.00875622 0.00804409 0.00280329 0.00884069 0.0136868 0.0167693 0.02222 0.0139984 0.00944774 0.00311823 0.00762298 -0.00262315 0.0108159 0.0114667 0.00969773
internal_weight=0 2825 2771 2495 2443 2135 282 1853 308 204 120 276 1675 178 104 168 114 210 147
internal_count=2913 2825 2771 2495 2443 2135 282 1853 308 204 120 276 1675 178 104 168 114 210 147
is_linear=0
shrinkage=0.16829


Tree=5879
num_leaves=27
num_cat=0
split_feature=12 13 2 12 2 13 2 2 2 16 2 2 16 11 49 484 42 12 42 13 2 42 49 13 2 13
split_gain=28.2847 6.01389 5.80147 2.9158 2.58432 2.43081 2.27033 2.19636 1.54759 1.23021 1.26325 0.937297 0.812838 0.62562 0.463454 0.455951 0.330737 0.312619 0.266092 0.259029 0.25694 0.48112 0.238978 0.235251 0.22711 0.138892
threshold=0.056995000000000011 -0.0015099999999999998 0.13501500000000002 0.092755000000000018 0.10859000000000001 -0.27740999999999993 -1.0000000180025095e-35 0.10100500000000003 0.072175000000000017 0.0054050000000000009 0.092250000000000013 0.10510500000000002 -0.24404999999999996 1.0000000180025095e-35 1.0000000180025095e-35 0.085845000000000019 0.096490000000000006 0.11755500000000001 -0.095444999999999988 -0.48634999999999995 0.08895500000000002 0.08351500000000002 0.096960000000000005 -0.065539999999999987 0.088300000000000003 -0.084869999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 11 8 19 -7 -8 -3 10 -10 13 -5 15 -6 20 -9 18 -14 -1 24 -22 23 -20 -2 -17
right_child=2 4 -4 12 14 6 7 16 9 -11 -12 -13 17 -15 -16 25 -18 -19 22 -21 21 -23 -24 -25 -26 -27
leaf_value=-4.8068998755315662e-05 0.001337797220486213 0.0004490584324309887 0.0003411661552354604 0.00076576428791132981 0.00023379433233779105 -2.7248921011675546e-05 0.0011157066326882379 0.00048766401457226523 0.0011603628036518431 0.0014232200156617974 0.00052089521778327043 0.00091785496442857537 0.0013434595250272252 0.0016642983944934163 0.00063042945235648523 0.0016652859249635013 0.00014173856068543358 0.00089689167341552346 0.0012351733642987665 -0.00036633423923061552 0.00098027709230976887 0.0013234668693309724 0.00094447810529395119 0.0010858000209524662 0.0015676396308376248 0.0014411023720733783
leaf_weight=55 747 52 79 76 78 103 58 69 83 76 57 53 70 74 55 54 54 60 211 57 64 154 72 270 52 80
leaf_count=55 747 52 79 76 78 103 58 69 83 76 57 53 70 74 55 54 54 60 211 57 64 154 72 270 52 80
internal_value=0 0.000489692 0.00121914 0.00125318 0.00077457 0.000201129 0.000363529 0.0005861 0.000961278 0.00108443 0.00090026 0.00134951 0.00109094 0.00136815 0.000398081 0.00134908 0.000336081 0.00112707 0.00114918 -0.000210358 0.00132498 0.00122288 0.00112452 0.0011514 0.0013528 0.00153171
internal_weight=0 797 2116 2037 401 396 284 181 268 216 140 1278 759 1225 133 1151 123 683 623 112 1017 218 553 481 799 134
internal_count=2913 797 2116 2037 401 396 284 181 268 216 140 1278 759 1225 133 1151 123 683 623 112 1017 218 553 481 799 134
is_linear=0
shrinkage=0.0032998


Tree=5880
num_leaves=22
num_cat=0
split_feature=10 33 39 482 4 4 49 16 4 16 12 12 12 49 483 457 4 16 133 12 133
split_gain=0.63759 0.469431 0.33144 0.219872 0.270599 0.248698 0.301282 0.25154 0.29095 0.517834 0.345492 0.184279 0.615374 0.168247 0.243725 0.233095 0.256232 0.233608 0.176646 0.0604114 0.0368573
threshold=-1.0000000180025095e-35 0.082505000000000009 0.087205000000000019 0.095720000000000013 -0.016029999999999996 0.0033150000000000007 -0.091004999999999989 -0.095564999999999983 -0.088484999999999994 0.0033900000000000002 0.085425000000000015 -0.078454999999999983 0.081685000000000021 0.12186500000000001 0.005595000000000001 0.094310000000000019 0.094220000000000012 -0.0081349999999999981 -0.068504999999999996 0.083865000000000009 -0.010344999999999998
decision_type=2 2 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 -2 19 9 -9 -11 -10 -13 14 15 16 17 -7 -18 -8 -21
right_child=3 -3 -4 4 -6 13 7 8 11 10 -12 12 -14 -15 -16 -17 18 -19 -20 20 -22
leaf_value=-0.018588033479602292 0.018936879775914607 0.010340060761130806 -0.00056406522991494807 0.0071749205830058038 0.02290165357544359 0.0084064802135857784 0.019174714600909141 -0.0073347521266958742 0.018333662909828564 0.014178237515444281 0.00099231152617291086 -0.0067036914053883092 0.0090964194284887962 -0.001639276199265788 -0.0018584940908413993 -0.0032852555864867003 0.01273466703071616 0.020138429958833626 0.0031218556342655136 0.015348851982830935 0.0090015209667298045
leaf_weight=53 76 53 64 65 60 125 53 97 53 109 117 74 1198 96 98 54 70 79 243 53 55
leaf_count=53 76 53 64 65 60 125 53 97 53 109 117 74 1198 96 98 54 70 79 243 53 55
internal_value=0 -0.00278378 -0.00874412 0.00782592 0.0147381 0.0074992 0.0085391 0.00810127 0.00747875 0.00294135 0.00735985 0.00858349 0.00817582 0.00493448 0.00588048 0.00721186 0.00831175 0.0129585 0.00527743 0.0144623 0.0121331
internal_weight=0 170 117 2775 125 2650 1885 1809 1648 323 226 1325 1272 765 669 571 517 204 313 161 108
internal_count=2945 170 117 2775 125 2650 1885 1809 1648 323 226 1325 1272 765 669 571 517 204 313 161 108
is_linear=0
shrinkage=0.16829


Tree=5881
num_leaves=18
num_cat=0
split_feature=10 0 47 47 12 0 482 13 12 3 3 3 4 48 4 13 0
split_gain=0.441885 0.518481 0.233369 0.255618 0.22891 0.210657 0.187163 0.245998 0.263264 0.262308 0.243963 0.310505 0.229574 0.133485 0.129198 0.0825817 0.0609957
threshold=-0.00189 -0.083694999999999978 0.11043500000000002 0.07906500000000001 0.088105000000000003 -0.094479999999999995 0.095720000000000013 0.060680000000000005 0.083815000000000014 -0.094004999999999991 -0.14884499999999998 -0.097574999999999981 0.012315000000000001 0.10327000000000001 -0.013125 -0.069874999999999979 -0.079624999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 7 10 -9 16 -2 -12 -13 -4 -8 -6 -10
right_child=2 -3 13 4 15 -7 14 8 9 -11 11 12 -14 -15 -16 -17 -18
leaf_value=0.0083570887173111466 0.01697359862146099 -0.010571860091528199 0.0046822542715058329 0.011278440644742815 0.011156537335455597 0.025327127997598897 0.0074183458283283441 -0.0075151529011277104 0.0031227941258267959 -0.0062254855922469817 -0.0049335612504895279 0.0077943291120051916 0.0031921706738192953 -0.0049406379194312658 0.018823203494975686 0.0018030924103245994 0.0093915019766870715
leaf_weight=72 64 95 91 74 54 52 58 69 70 53 66 1427 393 74 56 54 123
leaf_count=72 64 95 91 74 54 52 58 69 70 53 66 1427 393 74 56 54 123
internal_value=0 -0.00240012 0.00650534 0.00689298 0.0122087 0.0170906 0.00636937 0.00603301 0.00166177 0.00424309 0.00673822 0.00638993 0.00680155 0.000355645 0.0130365 0.00649645 0.00712719
internal_weight=0 167 2778 2613 234 126 2379 2265 315 246 1950 1886 1820 165 114 108 193
internal_count=2945 167 2778 2613 234 126 2379 2265 315 246 1950 1886 1820 165 114 108 193
is_linear=0
shrinkage=0.16829


Tree=5882
num_leaves=17
num_cat=0
split_feature=10 34 401 160 13 41 455 13 156 160 4 1 160 160 401 1
split_gain=0.306674 0.317199 0.186339 0.208626 0.238321 0.293393 0.201501 0.179918 0.309028 0.177528 0.164508 0.228551 0.208405 0.154756 0.121304 0.0218385
threshold=-1.0000000180025095e-35 -0.049569999999999996 0.091505000000000017 0.051580000000000008 -0.15569499999999997 0.078150000000000011 0.083155000000000021 0.032645000000000007 1.0000000180025095e-35 -0.54564999999999986 -0.014854999999999998 0.082295000000000021 0.14772500000000002 0.10446500000000002 0.11370000000000001 0.122715
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 15 6 7 9 -9 -6 12 13 -5 -12 -4 -2
right_child=2 -3 14 10 5 -7 -8 8 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=0.0052311393600794637 -0.0043731677222604813 -0.0093030275250118241 0.015504371731087591 0.018735463902189258 0.014416191594654595 0.015420819296130992 0.014440603415089711 -0.0020804276814312852 0.010670742567070277 0.004584532758792126 0.014537813609500228 -0.00038194188710012687 0.0059803988795231943 0.0039014147539733444 0.0064064012573117925 3.2287577310124562e-05
leaf_weight=86 77 84 82 82 54 72 56 258 68 1564 90 98 66 69 86 53
leaf_count=86 77 84 82 82 54 72 56 258 68 1564 90 98 66 69 86 53
internal_value=0 -0.00193988 0.00541599 0.00506462 0.0044173 0.00485613 0.00447491 0.0041869 0.000573815 0.00491377 0.0085797 0.00599288 0.0130595 0.00993332 0.0108578 -0.00256328
internal_weight=0 170 2775 2607 2202 2072 2000 1944 326 1618 405 257 148 159 168 130
internal_count=2945 170 2775 2607 2202 2072 2000 1944 326 1618 405 257 148 159 168 130
is_linear=0
shrinkage=0.16829


Tree=5883
num_leaves=26
num_cat=0
split_feature=12 2 2 2 2 2 2 150 12 376 47 123 2 2 43 483 11 43 12 2 474 42 42 2 156
split_gain=7.20801 2.81802 1.86602 2.90744 1.39374 1.25007 0.659222 0.596183 0.480559 0.436229 0.420957 0.361925 0.43735 0.346088 0.27354 0.304837 0.230609 0.344469 0.324597 0.229047 0.193607 0.0925548 0.0586955 0.0568008 0.029144
threshold=0.078120000000000009 0.13501500000000002 0.11523000000000001 0.072175000000000017 0.092250000000000013 -0.054704999999999997 0.097005000000000022 0.083680000000000018 -0.085124999999999992 0.081270000000000023 0.11043500000000002 0.08901000000000002 0.14808000000000002 0.12623500000000001 -0.48891499999999993 -0.14014999999999997 0.085990000000000011 -0.073819999999999983 0.09742000000000002 -0.047824999999999993 0.084710000000000021 0.078120000000000009 -0.032499999999999994 0.10274500000000002 0.083840000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 9 24 -2 10 8 -6 19 14 12 13 -4 -7 -16 17 21 -19 -1 -17 -8 -20 -10 -5
right_child=1 -3 11 4 7 6 16 -9 23 -11 -12 -13 -14 -15 15 20 -18 18 22 -21 -22 -23 -24 -25 -26
leaf_value=0.00076651743514568726 0.00062717522249130294 0.0003913005326494827 0.00049864540571704322 0.0012131547421942283 0.0006719606882038949 0.0014022316093422757 0.0010650251385251877 0.00056028625714504084 0.0011296572747265107 0.00026677424032680431 0.00091752086106133 0.00028393278552098499 0.0003232284176771084 0.00083612825508297081 0.0013883678318164167 0.0011581136972214348 0.00084007373881325525 0.00073747100513742181 0.00094390077093548506 0.00046856174985320697 0.0010231962235098327 0.0012355558142361789 0.0010894537341157471 0.00097832559730149401 0.0013236647707683558
leaf_weight=53 58 62 67 84 52 52 67 62 60 65 81 69 58 67 60 1254 78 57 54 62 133 85 89 61 55
leaf_count=53 58 62 67 84 52 52 67 62 60 65 81 69 58 67 60 1254 78 57 54 62 133 85 89 61 55
internal_value=0 0.00108537 0.000720308 0.000828776 0.000994705 0.00110616 0.00111996 0.000839331 0.000939131 0.000483817 0.00115129 0.000489939 0.000563789 0.00066765 0.0011639 0.00115531 0.00100476 0.00104116 0.000950192 0.000606187 0.0011452 0.00116062 0.00103474 0.00105366 0.00125714
internal_weight=0 2130 815 554 374 2068 2010 235 173 180 1580 261 192 134 1499 1447 430 352 200 115 1387 152 143 121 139
internal_count=2945 2130 815 554 374 2068 2010 235 173 180 1580 261 192 134 1499 1447 430 352 200 115 1387 152 143 121 139
is_linear=0
shrinkage=0.0032998


Tree=5884
num_leaves=21
num_cat=0
split_feature=160 106 160 2 484 13 13 13 12 124 12 2 12 2 12 12 16 0 1204 484
split_gain=0.192299 0.347609 0.190311 0.182648 0.291507 0.274725 0.287235 0.418033 0.262416 0.306773 0.188507 0.162415 0.140483 0.457287 0.418256 0.228379 0.347651 0.213463 0.180181 0.121423
threshold=0.10057500000000001 0.085650000000000018 0.11970500000000002 0.097005000000000022 0.092555000000000012 0.18123500000000001 -0.094359999999999986 -0.18997999999999995 -0.025219999999999996 -0.078224999999999989 0.10923500000000001 0.13226500000000005 0.084450000000000011 0.079770000000000021 0.084735000000000019 0.083725000000000008 -0.053299999999999993 -0.064994999999999983 -0.079324999999999993 -0.23993499999999998
decision_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 8 5 6 7 -5 9 -1 11 -8 13 -10 -14 16 -15 18 -16 -4
right_child=2 -3 19 4 -6 -7 10 -9 12 -11 -12 -13 14 15 17 -17 -18 -19 -20 -21
leaf_value=0.005152854067609511 0.016226626298855226 -0.008734795249255467 0.011083665452794595 0.002651702968033551 0.012322934345290186 -0.0087886594211804593 0.001727954388980196 -0.015857136726375027 -0.011181216042943495 0.022161389403841322 0.01160695697478116 0.0099131117834640112 0.02064354967808886 -0.00052867091562305054 -0.00020543533223050573 -0.0016599972064485513 0.014176251831722995 -0.0019989566908415078 0.0067150153292404409 0.0013020832474771331
leaf_weight=63 80 55 69 99 82 64 403 53 60 58 88 83 53 75 118 97 115 102 1052 76
leaf_count=63 80 55 69 99 82 64 403 53 60 58 88 83 53 75 118 97 115 102 1052 76
internal_value=0 0.00449667 0.00962424 0.00477041 0.00276864 0.00177466 0.00270833 -0.00379022 0.00574294 0.0133206 0.00443233 0.00312953 0.00519348 0.002171 0.00598368 0.00496866 0.00836222 0.00537144 0.00601552 0.00596916
internal_weight=0 2720 225 2665 872 790 726 152 1793 121 574 486 1672 347 1325 287 190 1272 1170 145
internal_count=2945 2720 225 2665 872 790 726 152 1793 121 574 486 1672 347 1325 287 190 1272 1170 145
is_linear=0
shrinkage=0.16829


Tree=5885
num_leaves=25
num_cat=0
split_feature=3 3 43 13 3 42 133 43 13 43 13 52 156 160 3 3 156 160 43 49 43 3 42 13
split_gain=16.4524 6.28973 2.57016 2.0959 1.28484 1.15913 1.01628 0.830771 0.828931 0.735566 0.597306 0.612876 0.503972 0.428491 0.405113 0.368395 0.364773 0.337486 0.294695 0.265365 0.264617 0.203753 0.171093 0.139819
threshold=-0.049204999999999992 0.3148450000000001 -0.033049999999999989 0.032645000000000007 0.11745500000000002 -1.0000000180025095e-35 -0.0081099999999999974 0.0049250000000000014 -0.009244999999999998 -0.15326499999999996 0.26379000000000002 -0.54340999999999984 0.088735000000000022 -1.0000000180025095e-35 -0.15624499999999999 -0.092109999999999984 0.086375000000000021 0.0012900000000000001 -0.078039999999999984 0.12141 -0.081189999999999984 -0.14719499999999996 -0.081274999999999986 -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 5 9 7 -2 -5 13 20 -1 11 -8 16 -4 -13 -16 19 -15 -14 21 -7 -11 -23 -6
right_child=1 -3 4 6 23 8 10 -9 -10 12 -12 14 18 17 15 -17 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=0.001584376573046585 0.0016443319589709675 0.00058321168680470071 0.0020223867856020805 0.0013423251953576939 0.0014734229762760859 0.0013632896168306943 0.0020186328487781535 0.0014076128476027852 0.00073333148473464732 0.0021766655727860659 0.0020853596396636204 0.0013777100163881728 0.001915221328235091 0.001605614295217132 0.0018506825184610126 0.0014940965875558528 0.0022304211286392267 0.0019396665899672231 0.0015811704001454897 0.0017514621922627377 0.0010868988906990041 0.0020616123583562687 0.0019583346390741451 0.0012468337514450424
leaf_weight=57 53 101 86 76 56 73 53 64 52 60 55 57 64 95 84 53 65 53 56 59 83 222 1215 72
leaf_count=57 53 101 86 76 56 73 53 64 52 60 55 57 64 95 84 53 65 53 56 59 83 222 1215 72
internal_value=0 0.00135267 0.00146574 0.00190934 0.00162396 0.00120736 0.00168532 0.00174313 0.00109585 0.00195642 0.00177151 0.00170149 0.00196858 0.00183475 0.00161466 0.00171299 0.00198403 0.00172548 0.00175962 0.00197371 0.00121646 0.00198245 0.00197431 0.00134624
internal_weight=0 788 687 2176 426 261 378 298 208 1798 302 247 1741 234 194 137 1621 148 120 1556 156 1497 1437 128
internal_count=2964 788 687 2176 426 261 378 298 208 1798 302 247 1741 234 194 137 1621 148 120 1556 156 1497 1437 128
is_linear=0
shrinkage=0.0032998


Tree=5886
num_leaves=18
num_cat=0
split_feature=1 15 3 15 1 9 0 43 1 12 12 0 42 12 13 481 13
split_gain=0.534743 0.189308 0.175571 0.299515 0.236503 0.360176 0.345327 0.319727 0.207791 0.199121 0.178211 0.209365 0.163248 0.156294 0.153344 0.148032 0.114645
threshold=0.12381000000000002 -0.38214499999999996 0.11269500000000002 -0.030729999999999997 0.10726500000000001 0.083710000000000021 -0.029849999999999998 -0.062434999999999997 0.078705000000000011 0.085345000000000018 0.084065000000000015 -0.11742499999999999 0.09087000000000002 -0.064689999999999984 -0.11210999999999999 -0.085504999999999984 -0.052719999999999996
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 6 10 12 -8 -10 11 -3 -6 14 -2 -12 -15
right_child=13 2 3 -5 7 -7 8 -9 9 -11 15 -13 -14 16 -16 -17 -18
leaf_value=-0.0016752262920004966 0.010317290562963845 0.0064591172301942459 0.0089516768379279549 -0.0089422610236141419 0.013493882324797059 -0.0064923517780493788 -0.0067233272404213871 0.022054121988367915 -0.0012126588196151669 0.012359178532310102 -0.0005973818952138022 0.014123337992570154 0.00075200164009725143 -0.010330096362432888 -0.0013384696222941788 0.0072358521450109365 -0.00096612382122067896
leaf_weight=75 53 179 54 52 61 57 74 69 72 53 71 235 54 60 80 1567 98
leaf_count=75 53 179 54 52 61 57 74 69 72 53 71 235 54 60 80 1567 98
internal_value=0 0.00664103 0.0068818 0.00015657 0.00716715 0.00670263 0.00703755 0.012984 0.000334702 0.00452743 0.00768671 0.0108139 0.00752636 -0.000950322 0.0032928 0.00689522 -0.00453343
internal_weight=0 2673 2598 106 2492 2308 2251 184 199 125 2052 414 115 291 133 1638 158
internal_count=2964 2673 2598 106 2492 2308 2251 184 199 125 2052 414 115 291 133 1638 158
is_linear=0
shrinkage=0.16829


Tree=5887
num_leaves=11
num_cat=0
split_feature=3 1447 1447 15 16 3 39 147 34 4
split_gain=0.390833 0.239522 0.244251 0.215565 0.422475 0.205405 0.180487 0.174181 0.190825 0.123265
threshold=0.31351000000000001 -0.086254999999999984 -0.084094999999999989 -0.40166999999999992 -0.42170999999999997 0.41720500000000005 0.10705500000000003 0.089955000000000021 -0.081629999999999994 -0.17568999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -2 7 8 -5 -10
right_child=5 2 3 6 -6 -7 -8 -9 9 -11
leaf_value=0.013742907033824369 -0.012463802847092182 -0.0057890511055346209 0.0092487969425277018 0.015471879453995625 -0.0086043135265811092 0.002007765707873972 -0.0035784724504518148 -0.0017425280391412058 0.0098595147059096361 0.0054683094842523147
leaf_weight=92 53 58 66 60 87 58 59 83 199 2149
leaf_count=92 53 58 66 60 87 58 59 83 199 2149
internal_value=0 0.00528441 0.00500191 0.00523412 -0.000891229 -0.0048859 0.00560235 0.00582052 0.00608195 0.00584124
internal_weight=0 2853 2761 2703 153 111 2550 2491 2408 2348
internal_count=2964 2853 2761 2703 153 111 2550 2491 2408 2348
is_linear=0
shrinkage=0.16829


Tree=5888
num_leaves=32
num_cat=0
split_feature=1 4 3 1 39 1 150 0 10 4 0 3 475 4 4 15 15 0 47 0 42 13 13 42 0 1 1429 1 13 3 13
split_gain=16.3937 3.44309 2.56252 2.03922 1.37962 1.05201 1.0306 0.952233 0.544132 0.539411 0.532777 0.453396 0.350489 0.347867 0.344426 0.520734 0.434647 0.329614 0.276761 0.22316 0.220762 0.189978 0.171352 0.252414 0.189094 0.146796 0.140503 0.122401 0.0992307 0.063885 0.0368645
threshold=0.10684 0.41377500000000006 -0.066229999999999997 0.090650000000000022 0.055555000000000007 0.14646500000000004 1.0000000180025095e-35 -0.028049999999999995 -0.00189 -0.42305999999999994 -0.14920999999999998 0.081495000000000012 -0.067819999999999978 -0.050244999999999991 -0.068809999999999996 -0.0080049999999999982 1.0000000180025095e-35 -0.10298499999999998 0.09023500000000001 -0.066574999999999981 0.097140000000000018 -0.049464999999999988 0.0035100000000000005 0.073240000000000013 -0.087359999999999979 0.117245 0.082195000000000018 0.11644500000000001 -0.0029949999999999998 -0.075714999999999991 0.066620000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 17 12 10 -4 -9 11 -1 -5 21 22 20 -17 -3 27 -19 26 -14 23 28 -25 -2 -16 -10 -12 -18 -24
right_child=1 5 8 4 -6 -7 -8 9 18 -11 14 -13 13 -15 15 16 29 19 -20 -21 -22 -23 30 24 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0018518119963713297 0.0013951198262875319 0.0007262519757207218 0.00043278668916986224 0.001088223996076831 0.00071252288594870431 3.0579513363072246e-05 0.00082750533382463544 0.0013000369854353653 0.00060307240434412769 0.00087045185865967283 0.0015208937497727941 0.0014231872990631109 0.0011566194275161928 0.0015221276900340523 0.0013888174276920657 0.00097440561940498663 0.0014010550055345819 0.00028411495138223647 0.0010115451422513095 0.00057611740438319394 0.0012173339537135065 0.0013821895837771978 0.0012683120734368 0.0015840961628425805 0.0013794790105297642 0.0011680214108005192 0.0015085527896054492 0.0008191098199588049 0.0016888324663085592 0.001242393829546074 0.00139901165246173
leaf_weight=55 79 72 53 71 68 55 61 78 52 55 207 55 89 89 526 63 56 54 55 62 71 81 58 63 284 56 145 69 53 71 58
leaf_count=55 79 72 53 71 68 55 61 78 52 55 207 55 89 89 526 63 56 54 55 62 71 81 58 63 284 56 145 69 53 71 58
internal_value=0 0.000737109 0.00094025 0.00134538 0.00114757 0.000432672 0.00122314 0.0013932 0.000727322 0.00112265 0.00141356 0.00163782 0.00129617 0.00135304 0.00139864 0.00135614 0.00120067 0.000550117 0.000815817 0.000440489 0.0013959 0.0012643 0.00145337 0.00147613 0.00141673 0.00130118 0.00141474 0.000726558 0.00155526 0.00131263 0.00133397
internal_weight=0 607 364 2357 459 243 391 1898 229 133 1765 110 330 259 1655 932 190 188 176 116 742 170 723 607 347 135 671 121 260 127 116
internal_count=2964 607 364 2357 459 243 391 1898 229 133 1765 110 330 259 1655 932 190 188 176 116 742 170 723 607 347 135 671 121 260 127 116
is_linear=0
shrinkage=0.0032998


Tree=5889
num_leaves=17
num_cat=0
split_feature=3 13 13 48 1447 481 12 4 4 3 2 3 12 4 2 2
split_gain=0.322386 0.271294 0.440425 0.26074 0.229262 0.213681 0.186419 0.236622 0.179544 0.18355 0.326646 0.327178 0.138513 0.174244 0.125601 0.0246405
threshold=0.3148450000000001 0.032645000000000007 0.26379000000000002 0.086410000000000015 -0.085709999999999995 -0.085504999999999984 0.084595000000000017 -0.111135 0.26546000000000003 -0.14539499999999997 -0.026084999999999994 -0.097574999999999981 -0.063029999999999989 0.41377500000000006 0.084915000000000004 0.096540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 -1 -6 -3 -8 9 -7 -11 -12 -10 -14 -9 -16
right_child=-2 2 -4 -5 5 8 7 14 12 10 11 -13 13 -15 15 -17
leaf_value=0.013866147040813247 -0.0043213978892650473 -0.0073909579775199236 0.012569606323326059 -0.011928099587641697 -0.0028863045225303949 0.01513406187338732 0.011208496977084769 -0.0073014348800094064 0.006708417128470188 -0.0063162064420251235 -0.0062923017499352937 0.0069827187669700037 0.0039541353734193667 -0.0077570734452195398 0.0048855859338433087 0.00010937451618122174
leaf_weight=102 101 62 83 53 79 68 70 52 92 57 54 1823 75 69 63 61
leaf_count=102 101 62 83 53 79 68 70 52 92 57 54 1823 75 69 63 61
internal_value=0 0.00534323 0.00151404 -0.00102285 0.00604532 0.00570025 0.000847872 0.00293163 0.00600416 0.00652198 0.00621825 0.00659985 0.0016038 -0.00164501 -0.000350101 0.00255049
internal_weight=0 2863 444 361 2419 2317 308 246 2238 2002 1934 1877 236 144 176 124
internal_count=2964 2863 444 361 2419 2317 308 246 2238 2002 1934 1877 236 144 176 124
is_linear=0
shrinkage=0.16829


Tree=5890
num_leaves=21
num_cat=0
split_feature=1 4 123 13 1 39 4 41 4 4 484 1429 1 4 150 13 157 39 4 4
split_gain=34.2446 5.13845 3.76505 3.72283 2.33958 1.69422 1.55989 0.685965 0.666047 0.551117 0.538007 0.69716 0.428425 0.418195 0.469805 0.309899 0.249006 0.183793 0.083147 0.0686935
threshold=0.10661000000000002 0.27420500000000009 1.0000000180025095e-35 -0.27740999999999993 0.12000500000000001 0.086750000000000008 0.27258000000000004 0.078535000000000008 -0.032169999999999997 0.055765000000000002 0.085560000000000011 0.084815000000000015 0.14754500000000001 0.053925000000000008 0.083810000000000009 -0.09219999999999999 -0.019179999999999999 0.087880000000000014 0.064860000000000015 0.13995000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 -3 8 7 10 -5 -10 13 16 17 14 15 -1 -12 -6 -15 -20
right_child=1 4 -4 5 12 -7 -8 -9 9 -11 11 -13 -14 18 -16 -17 -18 -19 19 -21
leaf_value=0.0013134605281188111 -0.00023325808070969351 0.00027401854838352127 0.00043891656580081318 0.0010604204508734021 -0.00012930583376562994 0.00022328051099352548 0.00054092214249720121 0.001416305092824112 0.00039969882094698496 0.00084723457864202534 0.0012151964634231969 0.00066769702083090869 -0.00059530143823253339 0.00088143157573589593 0.00090168560056193454 0.0011453356544036178 0.00096074267548162235 -0.0003900124941461556 0.0011071204816490729 0.00096850696793308931
leaf_weight=134 65 99 96 72 66 75 52 83 52 72 75 65 57 57 82 1397 101 54 79 93
leaf_count=134 65 99 96 72 66 75 52 83 52 72 75 65 57 57 82 1397 101 54 79 93
internal_value=0 0.000201504 0.00107931 0.000475566 -0.000132009 0.000645709 0.00110702 0.00112059 0.000807173 0.000659842 0.00110879 0.000961185 -0.000359308 0.00112808 0.00114696 0.00116007 0.00106937 -0.000246917 0.00099496 0.00103238
internal_weight=0 612 2314 336 276 271 2218 2166 196 124 2083 241 177 1842 1613 1531 176 120 229 172
internal_count=2926 612 2314 336 276 271 2218 2166 196 124 2083 241 177 1842 1613 1531 176 120 229 172
is_linear=0
shrinkage=0.0032998


Tree=5891
num_leaves=12
num_cat=0
split_feature=39 10 151 0 0 132 10 1447 1 1375 1
split_gain=0.41795 0.266285 0.302551 0.34005 0.240891 0.178795 0.352135 0.165086 0.153282 0.147554 0.171434
threshold=0.10050500000000002 0.057650000000000007 0.011180000000000001 -0.11471499999999998 -0.068189999999999987 0.097230000000000025 -0.089679999999999982 -0.085804999999999979 0.077845000000000011 -0.012944999999999998 0.1062
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -2 6 -1 -8 -7 -9 -11
right_child=4 -3 3 -5 -6 8 7 9 -10 10 -12
leaf_value=-0.0090609037254711488 0.0013198918222418496 -0.0064960104859253459 -0.013185763896909499 0.003472931064692895 -0.013755991984313808 0.005796771018440226 -0.0017191213873979376 0.012032126104072404 0.016535366806169207 0.0056003231170713387 0.0015503112264064472
leaf_weight=52 63 63 56 91 57 86 101 87 68 1848 354
leaf_count=52 63 63 56 91 57 86 101 87 68 1848 354
internal_value=0 0.00430981 0.00455864 -0.00286102 -0.00582618 0.00497948 0.00462744 0.00492601 0.0105502 0.00522001 0.00495005
internal_weight=0 2806 2743 147 120 2596 2442 2390 154 2289 2202
internal_count=2926 2806 2743 147 120 2596 2442 2390 154 2289 2202
is_linear=0
shrinkage=0.16829


Tree=5892
num_leaves=15
num_cat=0
split_feature=1 40 13 4 41 1 3 1 2 41 156 48 2 43
split_gain=0.299051 0.307301 0.273699 0.172637 0.326683 0.304479 0.300857 0.281934 0.51219 0.314832 0.266212 0.257843 0.240722 0.180836
threshold=0.15559500000000001 0.0052450000000000005 0.26746000000000009 -0.085594999999999991 0.082560000000000008 0.10667500000000001 0.09722500000000002 0.10749500000000002 0.10584500000000001 0.076195000000000013 0.088735000000000022 0.094910000000000008 0.11543500000000002 -0.079409999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 12 8 9 10 -1 13 -5 -7
right_child=-2 -3 -4 4 -6 11 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=0.011568509420598904 -0.0092787098652895601 -0.0075353096448251156 0.014380773686592041 0.0033083592297976764 0.013407087055979164 -0.0057236302356500858 -0.0091778289061515955 0.01803603588017107 -0.0079711789616184418 -0.0043714467117446573 -0.00096171840343674579 -0.010058571305988962 0.011911190448630125 0.0030030152086908952
leaf_weight=272 53 70 67 1588 80 95 52 52 73 55 58 83 98 230
leaf_count=272 53 70 67 1588 80 95 52 52 73 55 58 83 98 230
internal_value=0 0.0034699 0.00374538 0.00348428 0.00284294 0.00244828 0.00341986 0.00628002 0.00494135 0.00739437 0.00936078 -0.00168606 0.00380947 0.000446622
internal_weight=0 2873 2803 2736 2226 2146 1738 510 458 385 330 408 1686 325
internal_count=2926 2873 2803 2736 2226 2146 1738 510 458 385 330 408 1686 325
is_linear=0
shrinkage=0.16829


Tree=5893
num_leaves=11
num_cat=0
split_feature=0 45 0 49 49 3 0 156 0 3
split_gain=0.347806 0.290424 0.201818 0.245857 0.240029 0.23274 0.163899 0.2786 0.195282 0.198583
threshold=0.12583000000000003 0.08179500000000002 -0.22480499999999998 -0.038669999999999989 -0.15532499999999996 0.41110500000000005 0.048595000000000006 0.050840000000000003 0.0088250000000000012 0.28833000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 8 -8 9 -6
right_child=-2 -3 4 -5 5 -7 7 -9 -10 -11
leaf_value=0.0037319798792448187 -0.0079085566759837835 0.01535938097072735 -0.0060685086720491631 -0.012384257295289903 0.0032698540449698742 0.014180235694127274 0.017698634504391651 0.0013003783292991867 -0.0070064113704526093 -0.0072356495092675121
leaf_weight=53 85 53 79 54 2321 55 57 61 56 52
leaf_count=53 85 53 79 54 2321 55 57 61 56 52
internal_value=0 0.003011 0.00277561 -0.00438466 0.00306205 0.00333996 0.00310517 0.0092368 0.00280656 0.00303889
internal_weight=0 2841 2788 107 2681 2602 2547 118 2429 2373
internal_count=2926 2841 2788 107 2681 2602 2547 118 2429 2373
is_linear=0
shrinkage=0.16829


Tree=5894
num_leaves=19
num_cat=0
split_feature=39 52 52 49 52 52 11 2 43 3 43 49 13 16 13 13 43 43
split_gain=0.221864 0.230244 0.175408 0.367666 0.197756 0.287182 0.270699 0.481142 0.240714 0.223427 0.188422 0.261998 0.163897 0.15611 0.277892 0.231403 0.164172 0.0478359
threshold=0.10050500000000002 -1.0000000180025095e-35 -0.16207999999999997 -0.0080149999999999978 -0.092084999999999986 -0.078529999999999975 0.089795000000000014 -0.084369999999999987 -0.072074999999999986 -0.015169999999999998 -0.0035149999999999995 0.047620000000000003 0.17888000000000001 0.41326000000000002 0.0083850000000000018 -0.06286499999999999 -0.081314999999999985 -0.087439999999999976
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 9 8 7 -7 -6 17 12 -12 -9 15 -15 16 -5 -4
right_child=1 -3 4 13 5 6 -8 10 -10 -11 11 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.013957624353686164 0.0030138856100331785 -0.011742422098723114 0.00083834495828516724 0.0089930570890834772 -0.010430145769892171 0.019014238113668272 -0.0084747028040424305 0.0038085214647646105 0.0031352358943527898 0.017351840229037574 -0.00046952365894566123 0.0077508580833308876 0.011521124539171814 0.012520867165823684 -0.0016786703916483194 -0.010246003123233786 -0.0039393897964902658 0.0079362997230765144
leaf_weight=52 56 64 57 55 84 55 55 1153 66 56 628 133 84 75 81 64 56 52
leaf_count=52 56 64 57 55 84 55 55 1153 66 56 628 133 84 75 81 64 56 52
internal_value=0 -0.00484117 0.00254341 -0.000799562 0.00307257 0.00266044 0.00316721 0.00347997 -0.0044494 0.00870163 0.00305145 0.000964792 0.00433371 0.00126214 0.00513651 -0.00218133 0.00245239 0.00424101
internal_weight=0 120 2806 383 2423 2258 2108 2053 150 165 1998 761 1237 331 156 175 111 109
internal_count=2926 120 2806 383 2423 2258 2108 2053 150 165 1998 761 1237 331 156 175 111 109
is_linear=0
shrinkage=0.16829


Tree=5895
num_leaves=36
num_cat=0
split_feature=12 13 2 4 2 2 2 12 4 16 15 15 16 4 15 16 43 13 484 4 403 401 43 2 15 0 2 1429 1213 13 13 0 4 43 12
split_gain=19.9117 5.51453 3.40736 2.61403 1.74786 1.5128 1.57888 1.18854 1.11785 0.741185 0.640942 1.15295 0.584854 0.582785 0.582534 0.542 0.486809 0.457783 0.445263 0.405309 0.34772 0.455123 0.608939 0.270153 0.510198 0.447638 0.298468 0.265879 0.19182 0.249527 0.183283 0.140256 0.0654664 0.0514358 0.0452725
threshold=0.056995000000000011 -0.00027999999999999998 0.10859000000000001 0.049545000000000006 0.12681500000000004 -1.0000000180025095e-35 0.097005000000000022 0.099035000000000026 -0.15615999999999999 -0.013125 -0.097794999999999979 -1.0000000180025095e-35 -0.13895999999999997 0.26846000000000009 -0.26361999999999991 -0.071704999999999991 -0.079244999999999982 -0.032959999999999996 0.11383000000000001 0.0043700000000000006 -0.23730999999999999 0.021890000000000003 -0.12118 0.088045000000000012 0.092495000000000008 -0.087184999999999985 0.090695000000000012 0.085090000000000013 -0.013134999999999999 -0.012224999999999998 -0.011809999999999999 -0.09712999999999998 -0.080114999999999978 -0.015924999999999998 0.086730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 15 5 17 -7 12 -3 -4 -10 -12 16 -9 -6 23 -5 -1 20 -8 -17 22 -22 25 26 31 -25 -24 30 32 -27 -2 -30 -31 -33
right_child=3 2 9 7 14 6 19 13 10 -11 11 -13 -14 -15 -16 18 -18 -19 -20 -21 21 -23 27 24 -26 28 -28 -29 29 33 -32 34 -34 -35 -36
leaf_value=0.00062771846394347683 0.0019010929236067322 0.0016704041017515825 0.00091590800638236935 0.0012771696886497625 -2.5551553475316671e-05 0.0013890710327503291 0.00048854694792118563 0.0011299944663364378 0.0014922370833401052 0.00042885832753162439 0.00080362128006708706 0.0014280983687758638 0.0011145459440348494 0.00068366669923837248 0.00045855834633051968 0.0012522516183932108 0.0016868902289025062 0.00022501961785988646 0.0012121656102418296 0.00089895364104056066 0.0011440319003538806 0.0017869592093334977 0.0014832635201207742 0.0015218768996961569 0.0017626726844172042 0.001753679342583926 0.0012512957406494198 0.0017006253626574935 0.0014580805314912157 0.0015181862103759252 0.0015237628963652933 0.0017584993891071722 0.0012864651883197592 0.0016637429117333583 0.0016206905754160492
leaf_weight=65 53 79 78 62 54 53 54 82 58 61 75 57 71 53 54 69 67 59 74 52 56 57 686 99 55 83 85 70 56 62 77 66 54 65 63
leaf_count=65 53 79 78 62 54 53 54 82 58 61 75 57 71 53 54 69 67 59 74 52 56 57 686 99 55 83 85 70 56 62 77 66 54 65 63
internal_value=0 0.000854001 0.00112246 0.00146364 0.000573783 0.00071013 0.000923386 0.00119515 0.00133937 0.00070242 0.00120154 0.00107355 0.00135705 0.00095503 0.000216177 0.00151277 0.00149024 0.000436396 0.00146123 0.000690211 0.00148084 0.00149895 0.00147869 0.00157648 0.00148135 0.00161569 0.00139707 0.00150344 0.00155278 0.00149155 0.00164325 0.00175271 0.00137415 0.00159296 0.00169147
internal_weight=0 799 408 2165 391 283 159 335 269 139 190 132 200 135 108 1830 129 124 1012 106 938 869 812 818 239 579 184 756 397 237 160 182 110 127 129
internal_count=2964 799 408 2165 391 283 159 335 269 139 190 132 200 135 108 1830 129 124 1012 106 938 869 812 818 239 579 184 756 397 237 160 182 110 127 129
is_linear=0
shrinkage=0.0032998


Tree=5896
num_leaves=10
num_cat=0
split_feature=40 43 3 13 124 4 3 15 0
split_gain=0.430787 0.362346 0.300576 0.329255 0.292915 0.25667 0.265626 0.634269 0.298081
threshold=1.0000000180025095e-35 -0.50775499999999985 0.28833000000000003 -0.15941999999999998 -0.085379999999999984 -0.50946499999999995 -0.10115999999999999 0.088645000000000015 -0.060454999999999995
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 -7 -8
right_child=-2 2 -4 4 5 6 8 -9 -10
leaf_value=0.017283943600678076 -0.0084466341794495626 0.016180475924332749 -0.0055254637637006474 -0.0057185245725663572 0.015694630927851293 -0.004461001944746937 0.0038144430816848189 0.01507122660662984 0.010124004880869628
leaf_weight=57 81 62 96 89 53 250 1980 58 238
leaf_count=57 81 62 96 89 53 250 1980 58 238
internal_value=0 0.00399077 0.00372201 0.00404785 0.00376524 0.00409321 0.00384908 -0.000777022 0.00449229
internal_weight=0 2883 2826 2730 2668 2579 2526 308 2218
internal_count=2964 2883 2826 2730 2668 2579 2526 308 2218
is_linear=0
shrinkage=0.16829


Tree=5897
num_leaves=23
num_cat=0
split_feature=3 2 3 124 15 15 2 16 3 2 15 14 2 3 16 15 15 3 16 15 15 16
split_gain=10.3208 5.07348 1.99367 2.0165 1.95417 1.10641 0.942555 0.891285 0.7405 0.697025 0.677855 0.672911 0.616214 0.5731 2.06634 0.549072 0.465395 0.426609 0.417528 0.327966 0.310587 0.238876
threshold=-0.046079999999999989 0.14290000000000003 0.28833000000000003 -1.0000000180025095e-35 -0.26361999999999991 0.021950000000000001 0.12336000000000001 -0.15693499999999996 0.11269500000000002 0.092155000000000015 -0.41343999999999997 0.073890000000000011 -0.0050599999999999994 -0.15327499999999997 0.16703000000000004 -0.11124499999999998 -0.092099999999999987 -0.10337499999999998 -0.061714999999999992 -0.040769999999999994 0.062230000000000008 -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
left_child=4 2 3 10 -1 8 11 -3 9 16 -2 13 -12 14 -6 21 -5 20 -11 -19 -17 -15
right_child=1 7 -4 5 6 -7 -8 -9 -10 18 12 -13 -14 15 -16 17 -18 19 -20 -21 -22 -23
leaf_value=0.00060569305129994035 0.00038271268430934503 0.00042741649956846615 0.00034307824927328411 0.0015056201264957542 0.00055978547514410856 0.0014741119117590753 0.00090381232622105249 -0.00017465694781157863 0.000749159140231058 0.0011420588115903442 0.00052291096091508743 0.0015980532386325836 0.00096806631570933537 0.0016575040673541467 0.0014158738370611756 0.00090017065271405928 0.0011057671400945292 0.0011964710333476668 0.00074253747244484164 0.0013011796117415404 0.0012413476714069509 0.001361486832187904
leaf_weight=52 56 54 63 55 55 70 81 53 85 52 53 66 96 52 70 62 78 472 65 1141 57 76
leaf_count=52 56 54 63 55 55 70 81 53 85 52 53 66 96 52 70 62 78 472 65 1141 57 76
internal_value=0 0.000796683 0.000902807 0.000960557 0.00123903 0.00109569 0.00125446 0.000128864 0.00101651 0.00110727 0.00069342 0.00126829 0.000809959 0.00125731 0.00103948 0.00127193 0.00127138 0.00125638 0.000920404 0.00127056 0.00106389 0.00148202
internal_weight=0 780 673 610 2184 405 2132 107 335 250 205 2051 149 1985 125 1860 133 1732 117 1613 119 128
internal_count=2964 780 673 610 2184 405 2132 107 335 250 205 2051 149 1985 125 1860 133 1732 117 1613 119 128
is_linear=0
shrinkage=0.0032998


Tree=5898
num_leaves=17
num_cat=0
split_feature=15 15 49 1374 2 3 15 1212 42 3 51 3 0 15 0 3
split_gain=0.255532 0.368313 0.472362 0.261325 0.233223 0.213648 0.3046 0.171046 0.226753 0.183923 0.363042 0.308967 0.241769 0.205703 0.169353 0.137548
threshold=-0.2987999999999999 -0.15097999999999998 0.091005000000000016 0.086000000000000007 0.13966500000000001 0.110335 -0.018024999999999996 -0.074449999999999988 0.087505000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.027864999999999997 -0.068669999999999995 -0.037394999999999991 -0.05461499999999999 0.0025650000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 5 15 7 -7 8 -3 11 -11 14 -13 -12 -9 -1
right_child=1 3 -4 -5 -6 6 -8 9 -10 10 13 12 -14 -15 -16 -17
leaf_value=-0.0026957323108735705 0.025542545913422306 0.0035507761815955882 0.0044556339417437729 0.013653397375735704 -0.01060209718134095 0.0053848588932150542 -0.01048690030689875 0.003165042033715463 0.016605280567616683 -0.00029355623518806964 0.0078581877620236343 0.0013187233144878628 -0.011776419833043847 0.022625127702018882 0.0078459492842751395 0.0074925536830824698
leaf_weight=85 52 84 72 76 60 66 71 1659 69 74 56 103 65 52 253 67
leaf_count=85 52 84 72 76 60 66 71 1659 69 74 56 103 65 52 253 67
internal_value=0 0.00434417 0.013313 0.00392029 -0.0017135 0.00362973 -0.00282754 0.00399679 0.00944984 0.00362716 0.00876287 0.00317692 -0.00373716 0.0149848 0.00378537 0.00178334
internal_weight=0 2752 124 2628 212 2552 137 2415 153 2262 182 2080 168 108 1912 152
internal_count=2964 2752 124 2628 212 2552 137 2415 153 2262 182 2080 168 108 1912 152
is_linear=0
shrinkage=0.16829


Tree=5899
num_leaves=31
num_cat=0
split_feature=1 3 2 15 3 3 12 2 2 1 1 3 159 12 2 12 1213 15 3 15 42 484 133 16 3 16 133 42 133 403
split_gain=7.80808 2.93424 1.11665 1.0488 1.11348 1.00605 0.881491 0.851628 1.00816 0.7236 0.631743 0.571772 0.420694 0.330449 0.312592 0.301815 0.289229 0.252769 0.279386 0.246559 0.235309 0.20522 0.2021 0.218079 0.19068 0.179016 0.177924 0.160725 0.150527 0.109247
threshold=0.10398500000000001 -0.036264999999999992 0.10393500000000001 0.039965000000000007 -0.14884499999999998 -0.12077499999999998 0.086085000000000009 0.14808000000000002 -1.0000000180025095e-35 0.093435000000000004 0.11584000000000001 -0.16100499999999998 0.073745000000000019 0.082425000000000012 0.11152000000000002 0.084235000000000018 -0.066714999999999983 -0.15300999999999995 -0.080654999999999991 -0.092879999999999976 0.08826500000000001 -0.058209999999999991 -1.0000000180025095e-35 -0.082469999999999974 -0.082474999999999979 -0.28430999999999995 -0.084544999999999981 0.090600000000000014 -0.45478499999999994 -0.06010999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 5 -5 6 -1 8 -3 17 -2 -4 14 -6 -10 -15 27 -7 20 -11 24 -20 28 -24 -19 -16 -23 29 -18 -17
right_child=1 7 11 4 13 9 -8 -9 12 19 -12 -13 -14 15 25 16 22 18 21 -21 -22 26 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0003114598326471242 0.0012869246576794038 0.00017817165567215538 0.00085152382568701363 0.0015192171339351416 0.0012715000559878524 0.001179592511127025 0.00086429305497998088 6.7063383902379387e-05 0.00085698875494758149 0.00087226662800687449 0.00083434922105709165 0.00038488063697044827 0.00032139928462621235 0.00076820726376781339 0.00069049893390362739 0.0011634970557508357 0.00089813583856178467 0.0010022651865211848 0.00074895977165823546 0.00057547294163350039 0.00082871876855818605 0.00079725077224412411 0.00078357130890280334 0.00097801329963561408 0.0011760092905254334 0.00041784741450114543 0.00096908297740347241 0.0012843497340756546 0.0010996576105195002 0.0010016224093550947
leaf_weight=55 62 98 53 52 56 59 74 76 59 54 75 63 52 55 54 88 53 304 86 73 67 88 81 318 93 53 296 53 207 107
leaf_count=55 62 98 53 52 56 59 74 76 59 54 75 63 52 55 54 88 53 304 86 73 67 88 81 318 93 53 296 53 207 107
internal_value=0 0.000560196 0.00083735 0.000970804 0.00104683 0.000905642 0.000628862 0.000381229 0.000456676 0.00093749 0.00103942 0.000598392 0.000581714 0.00102267 0.000663046 0.00100815 0.00102266 0.000967579 0.000954149 0.000701946 0.00101218 0.000896782 0.00098606 0.000938628 0.00104305 0.000555777 0.000929797 0.00111977 0.00105871 0.00107485
internal_weight=0 645 253 2319 1070 1249 129 392 316 1120 137 116 218 1018 166 962 907 993 934 127 464 470 659 399 397 107 384 248 260 195
internal_count=2964 645 253 2319 1070 1249 129 392 316 1120 137 116 218 1018 166 962 907 993 934 127 464 470 659 399 397 107 384 248 260 195
is_linear=0
shrinkage=0.0032998


Tree=5900
num_leaves=26
num_cat=0
split_feature=15 12 12 43 43 15 51 147 12 42 12 47 49 12 376 12 41 133 12 15 160 12 481 1429 52
split_gain=14.7551 6.86811 2.266 1.56587 1.25549 1.24804 1.45444 1.37833 0.805158 0.755102 0.869961 0.526112 0.520045 0.334784 0.298624 0.248833 0.235894 0.180546 0.239454 0.200668 0.163699 0.21981 0.520042 0.206504 0.126192
threshold=-0.26361999999999991 0.078120000000000009 0.11619500000000001 -0.065749999999999989 -0.095049999999999982 0.062230000000000008 0.086450000000000013 0.086565000000000017 0.093910000000000007 0.086375000000000021 -0.038859999999999992 0.093315000000000023 -0.0087399999999999995 0.14472000000000004 0.083705000000000016 -1.0000000180025095e-35 0.075585000000000013 -0.072334999999999997 0.095110000000000014 0.096235000000000015 -0.015684999999999994 0.084130000000000024 -0.047399999999999991 0.083615000000000009 0.08869500000000001
decision_type=2 2 2 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 8 4 -2 6 7 11 16 10 -1 15 -10 -4 -6 -5 20 -14 -19 -20 21 -3 -23 24 -22
right_child=1 2 13 5 14 -7 -8 -9 12 -11 -12 -13 17 -15 -16 -17 -18 18 19 -21 23 22 -24 -25 -26
leaf_value=7.4529319167910868e-05 0.00090671920809081482 0.0010267582970564398 0.0009061537354814232 0.0010189204054512143 0.00020013845436338309 0.001386218255072092 0.00049247862742372991 0.00047159800084932467 0.00080282199397986749 8.3486006253985646e-07 0.00061887086889992357 0.00077167294187427469 0.0012833670313625919 0.00056102053140375137 0.00052838025060625597 0.0012663387245096091 0.0014461573282682559 0.0009058885823220494 0.0011948130915873235 0.0010248211673427939 0.0012829028796071046 0.0014444114859476886 0.0011497286862439649 0.0014626877009693109 0.0011814233197816103
leaf_weight=56 68 73 75 86 68 52 98 52 54 96 75 52 89 53 55 97 73 53 273 110 674 91 243 62 180
leaf_count=56 68 73 75 86 68 52 98 52 54 96 75 52 89 53 55 97 73 53 273 110 674 91 243 62 180
internal_value=0 0.00109928 0.00118974 0.000796286 0.000546585 0.000905342 0.000840301 0.000958947 0.00121734 0.000223522 0.000386444 0.00106664 0.00111337 0.000763522 0.0003472 0.00115026 0.00126044 0.00114524 0.00111697 0.00114608 0.00125017 0.00119373 0.00123012 0.00127521 0.00126156
internal_weight=0 2731 2103 628 191 437 385 287 1975 227 131 235 579 128 123 183 1396 525 436 383 1323 407 334 916 854
internal_count=2958 2731 2103 628 191 437 385 287 1975 227 131 235 579 128 123 183 1396 525 436 383 1323 407 334 916 854
is_linear=0
shrinkage=0.0032998


Tree=5901
num_leaves=23
num_cat=0
split_feature=44 2 3 43 133 133 16 16 474 133 40 52 49 0 2 0 52 43 43 0 13 43
split_gain=0.246593 0.245654 0.276488 0.240272 0.220672 0.310042 0.211445 0.529174 0.429665 0.199136 0.1973 0.190731 0.183978 0.207218 0.150867 0.146002 0.118706 0.155085 0.117924 0.228779 0.0867807 0.056909
threshold=1.0000000180025095e-35 0.10060500000000001 0.10402500000000002 0.16180500000000003 0.10681500000000001 0.093130000000000004 0.14976500000000001 -0.019749999999999993 0.088190000000000004 0.12352500000000001 -0.079539999999999986 -0.23815499999999998 0.095785000000000009 -0.07409499999999998 0.12551500000000002 -0.073664999999999994 0.096795000000000006 -0.040494999999999996 -0.081584999999999977 -0.068669999999999995 -0.00045499999999999995 -0.095049999999999982
decision_type=2 2 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 11 7 10 -9 -6 -3 15 13 -13 20 -1 17 21 -12 -20 -8 -11
right_child=-2 3 -4 -5 9 -7 14 8 -10 16 18 12 -14 -15 -16 -17 -18 -19 19 -21 -22 -23
leaf_value=0.0079125726552155395 0.015561649198500517 -0.0069455113580976823 -0.0051971267799129544 0.01242555512925912 -0.0073897888241565967 0.01945164421924887 0.0082037990458654723 -0.017577149618064992 0.0020933972257867438 0.0049994322256268452 0.01039253179503209 0.0070882928649105559 -0.0019708489140867645 0.001442377150002185 0.013648900279744291 0.01909976360890308 -0.0033212757811169427 0.011062792577686133 0.0067200677830708379 -0.003529970558568016 0.00021617332649862125 -0.0023912940028135102
leaf_weight=85 61 52 64 60 54 53 62 79 52 66 69 1246 81 217 52 55 52 87 151 104 103 53
leaf_count=85 61 52 64 60 54 53 62 79 52 66 69 1246 81 217 52 55 52 87 151 104 103 53
internal_value=0 0.00473581 0.0056803 0.00218796 0.00602093 0.00676152 0.00133706 -0.000541243 -0.00975528 0.00189211 0.00266419 0.00636106 0.00581954 0.00625209 0.00573381 0.0123204 0.0038418 0.00565867 0.00421203 0.00253261 0.00322847 0.00169267
internal_weight=0 2897 2113 784 2049 1737 724 507 131 312 376 1684 1544 1463 217 140 258 206 324 255 165 119
internal_count=2958 2897 2113 784 2049 1737 724 507 131 312 376 1684 1544 1463 217 140 258 206 324 255 165 119
is_linear=0
shrinkage=0.16829


Tree=5902
num_leaves=16
num_cat=0
split_feature=133 129 41 12 481 12 10 16 16 16 52 132 4 3 16
split_gain=0.197327 0.241202 0.212079 0.210317 0.174707 0.165804 0.143831 0.435873 0.127082 0.265697 0.191323 0.186797 0.182458 0.106175 0.0526864
threshold=0.11524500000000001 -0.048309999999999992 0.083565000000000014 0.087400000000000019 -0.086379999999999985 0.094045000000000004 -0.013164999999999998 -0.085454999999999989 -0.071129999999999985 -0.075724999999999987 0.51136500000000018 0.079320000000000015 0.42642000000000008 -0.077604999999999993 -0.051259999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 -3 -5 7 -6 9 12 11 -10 -8 -7 -15
right_child=3 2 -4 5 6 13 8 -9 10 -11 -12 -13 -14 14 -16
leaf_value=-0.0063711254306674358 -0.0088345867676535971 0.012174352549087579 0.012649362646372045 0.007924766558016192 -0.012479541755268416 0.0034775674023603555 0.0045115035446554839 0.0084401992565506616 0.0045375607182543383 0.016313544174410399 -0.0064508903006948301 -0.0030628171720466354 0.01236396223797627 -0.0078491792862123034 -0.00037833079066387976
leaf_weight=55 58 83 96 98 54 100 880 59 1055 66 53 100 93 54 54
leaf_count=55 58 83 96 98 54 100 880 59 1055 66 53 100 93 54 54
internal_value=0 0.00464059 0.00487983 0.000450822 0.00457378 0.00221667 0.00430571 -0.00154095 0.00460054 0.00596753 0.00342331 0.00387796 0.00526389 -0.000464081 -0.00413039
internal_weight=0 2594 2539 364 2443 306 2360 113 2247 1039 1208 1155 973 208 108
internal_count=2958 2594 2539 364 2443 306 2360 113 2247 1039 1208 1155 973 208 108
is_linear=0
shrinkage=0.16829


Tree=5903
num_leaves=20
num_cat=0
split_feature=4 13 12 2 2 2 2 11 14 0 2 13 2 4 52 12 0 0 403
split_gain=12.9919 3.03417 1.61635 1.01496 0.752329 1.0702 0.615849 0.53945 0.495958 0.449839 0.429571 0.451472 0.415062 0.313861 0.299299 0.274256 0.241991 0.235931 0.191366
threshold=0.31392000000000003 -0.16392499999999996 -0.0089849999999999982 0.13270000000000001 0.10100500000000003 -1.0000000180025095e-35 0.11543500000000002 1.0000000180025095e-35 -0.41608999999999996 -0.105195 0.10384 0.0083850000000000018 0.11523000000000001 -0.15615999999999999 0.089455000000000021 0.093910000000000007 -0.10147999999999999 -0.072924999999999976 0.058485000000000009
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 4 7 5 -3 16 10 -8 -10 15 14 -1 -9 -12 18 -2 -17 -4
right_child=6 2 3 -5 -6 -7 8 13 9 -11 11 -13 -14 -15 -16 17 -18 -19 -20
leaf_value=0.00072644439981568449 0.00069761661616313567 0.00068281062418265939 0.001164624219031128 0.00070893077940647575 0.00059700879703267087 0.0012518000889193159 0.00049492238377834479 0.0011911400395826289 0.00028649302216988406 -0.00011197515228697476 0.00095535894935293612 0.0007113591814340343 0.00031565480367059449 0.0014989880621474249 0.0012346471544847071 0.0011074052159565039 0.00040920579693858229 0.00093633144407572681 0.0010401199722509099
leaf_weight=54 52 70 1264 66 94 75 52 92 70 55 118 54 54 62 67 286 84 132 157
leaf_count=54 52 70 1264 66 94 75 52 92 70 55 118 54 54 62 67 286 84 132 157
internal_value=0 0.00106368 0.00108676 0.00111366 0.000827912 0.000977359 0.000352561 0.00112561 0.000223909 0.000110885 0.00111154 0.000978818 0.000521376 0.00131531 0.0010567 0.00112877 0.00051974 0.00105347 0.00115089
internal_weight=0 2645 2537 2298 239 145 313 2232 177 125 2078 239 108 154 185 1839 136 418 1421
internal_count=2958 2645 2537 2298 239 145 313 2232 177 125 2078 239 108 154 185 1839 136 418 1421
is_linear=0
shrinkage=0.0032998


Tree=5904
num_leaves=17
num_cat=0
split_feature=4 3 123 12 41 43 3 4 3 3 16 48 3 3 16 12
split_gain=9.22777 3.39352 2.48109 0.725753 0.715174 0.620035 0.463671 0.367314 0.477333 0.341386 0.317863 0.272233 0.176798 0.142764 0.0577273 0.0437139
threshold=0.31392000000000003 0.28833000000000003 1.0000000180025095e-35 0.11619500000000001 0.075585000000000013 -0.049999999999999996 0.11269500000000002 -0.4950449999999999 -0.11266 0.11878500000000002 -0.45743999999999996 0.089775000000000008 -0.0096849999999999974 -0.055389999999999988 0.27717500000000006 0.085205000000000017
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 12 7 14 -9 10 -7 -4 -2 -5 -1 -6
right_child=5 -3 11 13 15 9 -8 8 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0013168918458210806 0.00032412072628834599 0.00025596928779785861 0.00070314173464748728 0.00068775398306879405 0.0012471210209695504 0.00081403974615772991 0.00074939604763782884 0.00084781757571130692 0.0010515932787095283 0.00034966435633020034 0.00045848284168477534 0.00040404275662495683 6.8553585819163774e-05 0.00091904980120625143 0.0011540477806862353 0.0013950666303060837
leaf_weight=55 66 66 95 68 52 54 59 136 1903 82 57 52 54 54 53 52
leaf_count=55 66 66 95 68 52 54 59 136 1903 82 57 52 54 54 53 52
internal_value=0 0.000995529 0.00101444 0.00103962 0.00105277 0.000396163 0.00104009 0.00104806 0.00103802 0.000512096 0.000631774 0.000597578 0.000209409 0.00079042 0.0012373 0.00132143
internal_weight=0 2645 2579 2432 2310 313 2206 2147 2039 193 111 147 120 122 108 104
internal_count=2958 2645 2579 2432 2310 313 2206 2147 2039 193 111 147 120 122 108 104
is_linear=0
shrinkage=0.0032998


Tree=5905
num_leaves=24
num_cat=0
split_feature=1 1 14 0 0 1 1 151 124 124 16 47 15 15 15 15 0 0 16 16 16 0 15
split_gain=12.6629 2.5343 1.52761 1.37553 1.09052 0.97902 0.907366 0.773512 0.713189 0.599015 0.496932 0.335566 0.461366 0.32787 0.272532 0.297871 0.287082 0.318207 0.274589 0.295782 0.28051 0.188416 0.155989
threshold=0.10331000000000003 0.12466500000000001 0.064610000000000015 -0.10462499999999998 -0.11742499999999999 0.15028500000000003 0.085410000000000014 -0.00016499999999999997 -1.0000000180025095e-35 -0.077709999999999987 -0.33811499999999994 0.084545000000000023 -0.040119999999999996 -0.072289999999999979 0.120215 -0.031624999999999993 -0.090164999999999981 -0.086554999999999979 0.058455000000000007 0.40518500000000007 -0.042884999999999993 -0.095554999999999987 -0.10981499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 10 13 22 -8 -6 -5 -2 12 -10 21 15 18 -17 -18 20 -20 -11 -3 -1
right_child=1 5 -4 9 8 -7 7 -9 11 14 -12 -13 -14 -15 -16 16 17 -19 19 -21 -22 -23 -24
leaf_value=0.0011534365883783333 0.00072170873124240273 0.0005177237399221228 0.0015202277015289034 0.00075592490889288017 0.00054601790083558146 -9.6928078270661146e-06 0.00035228329419881662 0.00091025993888539951 0.0006358361193383919 0.001042474919287718 0.00033859429711040394 0.0011471242686380899 0.0010237354926300086 0.000645890920699022 0.00092854195570975337 0.0013707238472607393 0.00099191505854129389 0.0011625119965997467 0.00081823773555882986 0.0010812660763781922 0.0012308119845534807 0.00026564815562138362 0.00092082225390967721
leaf_weight=60 70 52 89 52 58 67 57 52 57 231 79 71 83 64 82 65 138 1039 89 102 143 88 72
leaf_count=60 70 52 89 52 58 67 57 52 57 231 79 71 83 64 82 65 138 1039 89 102 143 88 72
internal_value=0 0.000584658 0.0010955 0.00107816 0.000745867 0.000335873 0.000842426 0.000618797 0.000871499 0.00110741 0.000518817 0.000960801 0.000866057 0.00044954 0.00111707 0.00112561 0.00115451 0.00114254 0.00106201 0.000958888 0.00111458 0.000359528 0.00102682
internal_weight=0 689 2271 2182 418 271 241 109 269 1941 149 211 140 204 1889 1807 1242 1177 565 191 374 140 132
internal_count=2960 689 2271 2182 418 271 241 109 269 1941 149 211 140 204 1889 1807 1242 1177 565 191 374 140 132
is_linear=0
shrinkage=0.0032998


Tree=5906
num_leaves=25
num_cat=0
split_feature=1 2 2 3 1 16 1 16 1 123 2 50 3 16 160 16 1 47 16 16 132 157 43 42
split_gain=0.700971 0.269274 0.445517 0.231003 0.318849 0.245603 0.207806 0.331298 0.191444 0.205641 0.273862 0.187794 0.218722 0.680037 0.259802 0.193913 0.287708 0.176021 0.126681 0.12989 0.12666 0.12889 0.113476 0.11113
threshold=0.12466500000000001 0.098655000000000007 0.096780000000000019 -0.014924999999999999 0.093575000000000019 -0.013049999999999997 0.10721500000000002 0.057265000000000003 0.15028500000000003 0.089155000000000012 0.13730000000000001 1.0000000180025095e-35 -0.08867499999999999 0.3935300000000001 -0.080499999999999974 -0.0024749999999999993 0.09258000000000001 0.10323000000000002 -0.090614999999999987 -0.50069999999999992 1.0000000180025095e-35 -0.086864999999999984 -0.075374999999999984 0.081180000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 17 -8 9 10 -2 12 13 -3 -14 18 22 20 19 -16 21 -1 -17 -22
right_child=8 11 -4 4 -6 -7 7 -9 -10 -11 -12 -13 14 -15 15 16 -18 -19 -20 -21 23 -23 -24 -25
leaf_value=0.01319142196221593 0.0095257890000203377 -0.013091327111451079 0.019546233129590213 -0.0011492112540878766 -0.0096982849094103766 0.012402973907101425 0.022108838120980447 0.0037783392027651037 -0.011261108275687777 -0.0082803273225805652 -0.0058519879875593714 0.010425012889322342 0.013892286247290027 0.0082845384438860348 0.0061517630090537267 0.0082440556898203225 -0.012459494731794092 -0.002026908267894732 0.00960939735657209 -0.0039686969938012399 0.015028312624189242 0.0057037651139303647 -0.0027542025031721418 0.0052314331629318986
leaf_weight=69 77 93 72 85 59 68 61 52 67 70 57 80 61 77 85 52 54 70 102 62 89 1291 54 53
leaf_count=69 77 93 72 85 59 68 61 52 67 70 57 80 61 77 85 52 54 70 102 62 89 1291 54 53
internal_value=0 0.00552228 0.0065413 0.00604676 0.000801544 0.00486224 0.00670562 0.0136895 -0.00345384 -0.000880885 0.00297109 0.00273305 0.00176874 -0.00339875 0.00364166 0.00210844 -0.0024553 0.00620246 0.00504819 0.00187105 0.00658718 0.00608497 0.00262422 0.0113844
internal_weight=0 2689 1969 1897 212 153 1685 113 271 204 134 720 640 170 470 409 160 1572 249 147 1502 1360 106 142
internal_count=2960 2689 1969 1897 212 153 1685 113 271 204 134 720 640 170 470 409 160 1572 249 147 1502 1360 106 142
is_linear=0
shrinkage=0.16829


Tree=5907
num_leaves=25
num_cat=0
split_feature=4 3 1 1 11 3 1 3 13 3 11 52 43 15 3 52 43 4 12 43 1 393 51 13
split_gain=18.1973 4.86031 2.72152 1.43328 1.42772 0.822155 0.743271 0.571107 0.56943 0.815999 0.531071 0.495669 0.480798 0.495218 0.407978 0.372815 0.337866 0.31972 0.302839 0.29425 0.21106 0.1971 0.215059 0.0891546
threshold=0.31392000000000003 -0.066229999999999997 0.10378000000000001 0.12895500000000001 1.0000000180025095e-35 0.28833000000000003 0.098715000000000011 -0.12077499999999998 -0.0042049999999999995 0.093925000000000022 0.086175000000000015 -0.080219999999999986 -0.049364999999999992 -0.19631499999999999 -0.00083499999999999991 -0.081164999999999987 0.021175000000000003 0.032770000000000001 0.088795000000000013 -0.077904999999999988 1.0000000180025095e-35 0.10135500000000001 -0.08373499999999999 -0.073724999999999985
decision_type=2 2 2 2 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 12 6 11 7 -1 16 15 -6 -4 -2 -14 -5 -10 20 21 -19 -8 -3 22 -9 -20
right_child=3 2 5 14 10 -7 19 17 9 -11 -12 -13 13 -15 -16 -17 -18 18 23 -21 -22 -23 -24 -25
leaf_value=0.001138838711447853 0.00048796660456450317 0.0011553506155304392 0.00073429353716732333 0.00051852061132150217 0.0019215108001455459 0.00046499972094812001 0.0013520186291558713 0.0015767455238999189 0.001719863358648278 0.0011094732069918192 0.0015453821305878343 0.0010861129454347717 0.0010526789488055149 0.00061359640240935117 0.00015412399754690653 0.0013859256892241852 0.0013265330665054979 0.0015220051381592242 0.0011133260880837376 0.0010239372368401147 0.00088014896930827154 0.0016433973102151255 0.0014358905874288924 0.0012964683485580341
leaf_weight=72 61 68 79 52 82 54 53 137 60 85 85 100 62 52 95 99 64 54 52 72 58 63 1221 80
leaf_count=72 61 68 79 52 82 54 53 137 60 85 85 100 62 52 95 99 64 54 52 72 58 63 1221 80
internal_value=0 0.001355 0.00111128 0.000523866 0.00143745 0.00082318 0.00141033 0.00142869 0.00126588 0.00137203 0.00173028 0.000931038 0.000725769 0.000852705 0.000283266 0.00151216 0.00112937 0.00144166 0.00131112 0.00116333 0.00102895 0.00145872 0.00145013 0.00122459
internal_weight=0 2638 667 322 1971 233 1804 1679 434 244 167 179 175 114 147 159 190 1607 186 125 126 1421 1358 132
internal_count=2960 2638 667 322 1971 233 1804 1679 434 244 167 179 175 114 147 159 190 1607 186 125 126 1421 1358 132
is_linear=0
shrinkage=0.0032998


Tree=5908
num_leaves=25
num_cat=0
split_feature=1 34 4 13 0 0 0 1 2 43 12 1 40 0 12 12 12 43 1 4 12 0 13 13
split_gain=0.562276 0.4022 0.283622 0.265154 0.36633 0.205532 0.241803 0.292712 0.319366 0.299697 0.264659 0.257753 0.231164 0.247513 0.277854 0.345954 0.239527 0.217355 0.198186 0.160082 0.147063 0.138595 0.122937 0.0622179
threshold=0.12040000000000002 -1.0000000180025095e-35 -0.51843499999999987 -0.092984999999999984 -0.060094999999999989 -0.086554999999999979 -0.088659999999999989 0.095085000000000017 0.076510000000000009 -0.14386499999999997 0.085155000000000022 0.10877000000000002 -0.066359999999999988 -0.085994999999999974 0.083885000000000015 1.0000000180025095e-35 0.085845000000000019 -0.0050499999999999989 0.094425000000000023 -0.047099999999999996 0.092605000000000007 -0.087404999999999997 -0.083354999999999985 -0.021089999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 7 8 -4 -10 -8 17 -7 -14 15 18 22 -9 -15 -11 -18 -12 -16 -13
right_child=1 3 5 4 -6 12 10 11 9 19 21 23 13 14 16 -17 20 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.017339165252311068 -0.015350276745792401 -0.0065697696922483199 -0.0048314460585175247 -0.0034826253643198113 0.011974018096741564 0.015898282387515558 -0.012263827560696373 0.0026347780869885556 0.01993930844402227 0.013291507920481243 -0.0032323561718904615 0.0097260456284927292 0.017174632500922 0.011061707524687929 0.009161198313033591 -0.011529817007217556 0.0037659493037286167 -0.01150115839316072 -0.0021125875929534151 0.0052638477952209155 0.0076375065987577418 0.0085203908353965688 0.019765680648905819 0.0015228350238841531
leaf_weight=58 52 90 62 82 92 73 52 53 53 85 61 54 56 64 77 55 518 73 65 421 606 53 53 52
leaf_count=58 52 90 62 82 92 73 52 53 53 85 61 54 56 64 77 55 518 73 65 421 606 53 53 52
internal_value=0 -0.00182043 0.00568654 0.000837735 0.00467953 0.00542449 0.00356018 0.0047045 0.00661013 0.00788235 -0.00230911 -0.000388611 0.00663568 0.00618189 0.00575255 -0.000345157 0.0066487 -0.00554083 0.00440957 0.00661592 0.00585488 0.00221588 0.0134984 0.00571878
internal_weight=0 316 2644 264 174 2586 1019 853 621 559 166 232 1567 1494 1438 184 1254 126 129 506 1124 114 130 106
internal_count=2960 316 2644 264 174 2586 1019 853 621 559 166 232 1567 1494 1438 184 1254 126 129 506 1124 114 130 106
is_linear=0
shrinkage=0.16829


Tree=5909
num_leaves=23
num_cat=0
split_feature=2 2 2 2 0 13 123 43 160 15 1429 0 0 0 47 0 0 96 16 16 0 16
split_gain=7.68569 3.66472 1.47368 1.07797 1.37016 0.986256 0.922215 0.897623 0.521354 0.407234 0.373894 0.331685 0.504921 0.322059 0.296318 0.291031 0.260916 0.257804 0.200377 0.15561 0.194523 0.099936
threshold=0.11366500000000002 -1.0000000180025095e-35 0.25063000000000007 0.099845000000000003 -0.13165999999999997 -0.15569499999999997 0.085575000000000012 -1.0000000180025095e-35 -0.54913999999999985 -0.080724999999999977 0.048630000000000007 -0.22745499999999999 -0.15127999999999997 -0.10594499999999998 0.11224000000000002 -0.13843999999999998 -0.068669999999999995 0.084105000000000027 0.4028000000000001 -0.10850999999999998 -0.021574999999999997 0.033280000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 8 -5 -2 9 17 -3 -7 19 -10 -13 15 -15 -14 -11 -1 -18 -6 21 -21
right_child=2 3 -4 4 10 6 -8 -9 11 16 -12 12 13 14 -16 -17 18 -19 -20 20 -22 -23
leaf_value=0.00020525018162188818 0.00030382009661702628 0.0013852744352576133 4.1212821308662428e-05 0.00052566204706941519 0.0010757380461608901 0.00059704739228545311 0.00030892736930974415 0.00080437203133280476 0.0008052242379851226 0.00067190292778580938 0.0012377209973383769 0.001372605822447736 0.0010504499651812294 0.0010710117821413256 0.00085753958511475921 0.00070600767171265309 0.00083104361663345269 0.00052799320319764983 0.0011073012640576286 0.0010650940600840189 0.00073145532312082371 0.00085619570905866988
leaf_weight=57 94 53 58 96 58 98 58 91 59 54 52 55 53 1548 76 56 68 52 52 54 66 52
leaf_count=57 94 53 58 96 58 98 58 91 59 54 52 55 53 1548 76 56 68 52 52 54 66 52
internal_value=0 0.000990776 0.000535192 0.0010284 0.000866951 0.000602682 0.000687705 0.000562116 0.0010605 0.000768345 0.000983009 0.00105116 0.00105925 0.00104929 0.00106104 0.000873812 0.00086462 0.000359543 0.000951049 0.000925269 0.000874324 0.000962948
internal_weight=0 2478 482 2278 378 424 330 200 1900 272 282 1847 1788 1733 1624 109 174 109 120 230 172 106
internal_count=2960 2478 482 2278 378 424 330 200 1900 272 282 1847 1788 1733 1624 109 174 109 120 230 172 106
is_linear=0
shrinkage=0.0032998


Tree=5910
num_leaves=23
num_cat=0
split_feature=1 52 3 2 47 2 147 1 11 12 12 12 52 3 12 2 4 393 42 48 1 4
split_gain=20.2676 5.30052 2.25244 2.33865 1.73014 1.04329 0.98789 0.935472 0.874741 0.619981 0.605469 0.47743 0.45384 0.444139 0.355229 0.329529 0.345806 0.292873 0.277075 0.237151 0.151892 0.119003
threshold=0.10075500000000003 -0.43279999999999996 -0.049204999999999992 0.10100500000000003 0.091930000000000012 0.11366500000000002 0.088035000000000016 0.13654500000000003 1.0000000180025095e-35 0.098785000000000012 0.086155000000000023 -0.010419999999999997 -0.049669999999999999 0.0025650000000000004 0.080020000000000022 0.084195000000000006 -0.0064399999999999987 0.10135500000000001 0.089720000000000008 0.081890000000000004 0.11430000000000001 0.50944500000000004
decision_type=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 9 7 6 8 13 11 -3 -10 -1 15 19 -14 -13 -17 -16 -7 -4 -15 -9
right_child=1 2 4 -5 -6 18 -8 21 10 -11 -12 12 14 20 17 16 -18 -19 -20 -21 -22 -23
leaf_value=0.0010126686685778519 0.001356537603878566 0.0013014233403155853 7.4538880127460695e-05 0.00034149281568976605 0.00077711446251804435 0.00081446256359013198 0.00080453824045419219 0.00010678582645254631 0.0017789742678460045 0.00083905446699053022 0.0012919156049166873 0.00093702059265298213 0.0014881517989977164 0.0006231819323095412 0.0012533406455653361 0.0012680170497593002 0.0010250674027353611 0.0014945480664484236 0.0010937128570974099 0.00036921000589434184 0.0003825707070336173 -0.00010456438400905865
leaf_weight=99 87 58 57 85 85 74 55 64 57 71 56 68 84 65 1251 213 94 59 85 63 53 53
leaf_count=99 87 58 57 85 85 74 55 64 57 71 56 68 84 65 1251 213 94 59 85 63 53 53
internal_value=0 0.000591123 0.000489248 0.000767069 0.000354046 0.00122239 0.00124256 0.000252648 0.0012547 0.00104721 0.00153791 0.00123755 0.00125011 0.000371419 0.00127775 0.00114728 0.00119374 0.00126423 0.000963969 0.000229535 0.000515409 1.07449e-05
internal_weight=0 741 654 214 440 2195 2036 355 1981 129 113 1868 1769 238 1394 375 307 1310 159 120 118 117
internal_count=2936 741 654 214 440 2195 2036 355 1981 129 113 1868 1769 238 1394 375 307 1310 159 120 118 117
is_linear=0
shrinkage=0.0032998


Tree=5911
num_leaves=33
num_cat=0
split_feature=12 15 147 48 13 133 15 15 15 42 13 49 14 16 12 13 15 15 12 42 42 15 48 400 50 159 13 16 51 16 13 49
split_gain=21.5065 7.11223 2.73242 3.54583 1.79076 1.24948 1.20284 1.26832 1.00036 1.06579 0.834968 0.6875 0.683704 0.579114 0.385782 0.358646 0.4347 0.932615 0.512388 0.356226 0.355067 0.331426 0.407374 0.328537 0.234264 0.21977 0.166175 0.144378 0.113835 0.0976787 0.0432135 0.0392069
threshold=0.056995000000000011 -0.2987999999999999 0.089245000000000005 0.091125000000000025 -0.15325499999999995 0.086975000000000011 -0.033234999999999994 0.13248000000000001 -0.10114499999999998 -0.082904999999999993 -1.0000000180025095e-35 0.086085000000000009 -0.41383499999999995 0.15273500000000004 -0.084509999999999988 0.065520000000000009 0.043560000000000008 -0.0058149999999999999 0.08598500000000002 0.091485000000000025 0.085025000000000003 -0.068309999999999996 0.085395000000000013 -0.077824999999999991 0.077765000000000015 0.079715000000000022 -0.085684999999999997 -0.080419999999999978 -0.020969999999999996 0.40422000000000008 -0.083274999999999988 0.096725000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 8 11 15 -3 -10 -5 21 -1 -11 -14 16 17 26 20 25 -18 22 24 -20 -6 28 -8 -17 -13 -29 -24 -30
right_child=4 2 -4 10 6 -7 7 -9 9 13 -12 19 14 -15 -16 27 18 -19 23 -21 -22 -23 30 -25 -26 -27 -28 29 31 -31 -32 -33
leaf_value=0.0010784408994548116 0.0015552734295259738 0.0022285973265278878 0.00086600424906475143 0.0010197065025865587 0.0016378925754980424 0.001319250348184984 0.0019487474974615433 0.0016019500262431162 0.0013459728459625656 0.0017694359850772812 0.0014842436263856722 0.0021485834888118429 0.00042024141474348382 0.0021631693449686538 0.0008079868248437866 0.0021029581876844602 0.0021215226116557437 0.001628431888700534 0.0022699422641794336 0.0018260910080205163 0.0024004119678686904 0.0016479081893424929 0.0019432733364273733 0.0020498151529923349 0.0019131299941382352 0.0022603907705430995 0.0021592167229189468 0.0024144127942881165 0.0020386413471890296 0.00221267117764437 0.0020785383315053592 0.0019100846872392122
leaf_weight=52 90 66 60 100 82 54 68 56 52 153 74 68 55 57 58 53 97 66 89 76 111 92 65 563 62 64 126 64 68 57 69 69
leaf_count=52 90 66 60 100 82 54 68 56 52 153 74 68 55 57 58 53 97 66 89 76 111 92 65 563 62 64 126 64 68 57 69 69
internal_value=0 0.00137326 0.00153629 0.00160856 0.00201258 0.0017866 0.0020325 0.00209076 0.00186344 0.00177132 0.00121747 0.00192245 0.000764399 0.00187647 0.000619573 0.00211188 0.00208979 0.0019697 0.00212606 0.00202932 0.00227052 0.00182271 0.00188043 0.00207992 0.00175664 0.00208661 0.00208563 0.00225386 0.00203218 0.00231967 0.00201319 0.00197415
internal_weight=0 781 616 556 2155 382 2065 1350 328 262 174 715 165 210 113 1294 1120 260 860 345 208 370 278 652 144 269 194 174 205 121 134 137
internal_count=2936 781 616 556 2155 382 2065 1350 328 262 174 715 165 210 113 1294 1120 260 860 345 208 370 278 652 144 269 194 174 205 121 134 137
is_linear=0
shrinkage=0.0032998


Tree=5912
num_leaves=37
num_cat=0
split_feature=1 3 2 2 2 2 2 12 15 2 43 16 3 2 16 2 3 12 16 13 13 12 132 1456 15 13 15 13 13 132 15 42 12 1 13 16
split_gain=25.817 8.0967 2.6941 2.07405 1.40967 1.37188 0.758815 0.764516 0.747556 0.713966 0.709694 0.7216 0.578938 0.534411 0.441939 0.408717 0.365638 0.325987 0.354187 0.312882 0.311335 0.27575 0.269191 0.2754 0.263745 0.362835 0.345846 0.226684 0.217436 0.213837 0.193121 0.314344 0.186575 0.179108 0.0337852 0.0379226
threshold=0.10075500000000003 -0.049204999999999992 0.11504500000000002 0.14132000000000003 0.094765000000000016 -0.0050599999999999994 0.072175000000000017 0.084805000000000005 -0.043134999999999993 0.083970000000000017 -0.049364999999999992 -0.4136149999999999 -0.024819999999999998 0.11382000000000002 -0.11082499999999999 0.113445 -0.11372999999999998 0.090455000000000021 -0.077679999999999985 -0.0099999999999999985 0.0083850000000000018 0.09253500000000002 -0.013084999999999998 -0.065829999999999986 0.037885000000000009 -0.013819999999999997 0.087010000000000018 -0.062109999999999992 -0.084354999999999986 -0.085699999999999985 0.09222000000000001 -0.04034999999999999 0.083865000000000009 0.094485000000000013 -0.083709999999999993 -0.025214999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 5 6 -3 7 -1 27 32 -7 -12 15 -13 -5 16 -6 34 -19 -14 -17 -18 29 28 25 -25 -26 -2 -24 -11 31 -23 -8 -20 -9 -36
right_child=1 3 -4 14 12 10 9 17 -10 22 11 13 19 -15 -16 20 21 18 33 -21 -22 30 23 24 26 -27 -28 -29 -30 -31 -32 -33 -34 -35 35 -37
leaf_value=0.001165699802150591 0.0014275815215046075 0.00037565139773859809 0.00074612310777560302 0.00039441602620958195 0.0017852089216146927 0.00058117098646875054 0.002010737481514811 0.0017466707081444772 0.001695623833935112 0.0016433612140019434 0.00064298643784505135 0.0013483429430120862 0.0010273423290827915 0.00088731621743274051 -1.5976750960742064e-05 0.0014467766020307919 0.0016539372433871699 0.0012789662686727213 0.0014526534915037092 0.0013822139016993939 0.0011209986288919687 0.0015084226831786056 0.001617445419369755 0.0015949130909601557 0.001784478850429209 0.0013824798665419301 0.0015794961311986246 0.0011328373576969528 0.0019212653338504086 0.0019240040635977414 0.0015599959286667711 0.0011631435760348441 0.0017593500330884326 0.0017212438264984069 0.0016989388048311252 0.0015578270698939831
leaf_weight=66 68 97 75 58 57 78 68 52 94 66 52 55 54 56 56 89 81 73 62 57 52 59 54 297 141 129 268 52 54 59 70 59 69 53 53 53
leaf_count=66 68 97 75 58 57 78 68 52 94 66 52 55 54 56 56 89 81 73 62 57 52 59 54 297 141 129 268 52 54 59 70 59 69 53 53 53
internal_value=0 0.000853776 0.00128525 0.000577822 0.00156625 0.000707675 0.00161641 0.0014933 0.00147403 0.00165847 0.000841166 0.000965364 0.00142586 0.00111607 0.000192511 0.00147712 0.00154199 0.00155568 0.00146131 0.00120989 0.00132688 0.00149032 0.00162946 0.00160998 0.00158928 0.00153067 0.00165025 0.00130015 0.00176968 0.00177611 0.00141964 0.00133608 0.00188438 0.00157675 0.00166776 0.00162872
internal_weight=0 741 289 452 2195 338 1617 412 214 1205 241 163 578 111 114 467 326 346 188 111 141 269 1068 943 835 426 409 120 108 125 188 118 137 115 158 106
internal_count=2936 741 289 452 2195 338 1617 412 214 1205 241 163 578 111 114 467 326 346 188 111 141 269 1068 943 835 426 409 120 108 125 188 118 137 115 158 106
is_linear=0
shrinkage=0.0032998


Tree=5913
num_leaves=26
num_cat=0
split_feature=3 4 13 15 15 147 13 16 16 13 3 16 50 1212 1212 49 52 3 13 3 4 133 52 0 15
split_gain=0.507161 0.418422 0.797185 0.366218 0.514487 0.262932 0.292228 0.46761 0.439751 0.325066 0.210411 0.244475 0.195287 0.187925 0.21528 0.179931 0.152659 0.195747 0.130698 0.124479 0.106433 0.105534 0.139148 0.235438 0.0629412
threshold=0.110335 -0.029404999999999997 -0.11210999999999999 0.039965000000000007 0.083340000000000011 0.089245000000000005 -0.0015099999999999998 0.11702000000000001 0.3935300000000001 -0.012839999999999999 -0.0013299999999999998 -0.071129999999999985 0.11226500000000002 -0.10775499999999999 -0.040879999999999993 -0.0078599999999999972 -0.011499999999999998 -0.10337499999999998 0.0040450000000000009 -0.021559999999999996 -0.047099999999999996 -0.064884999999999984 -0.070529999999999995 -0.084044999999999995 -0.11124499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 24 5 -5 6 9 21 -9 10 11 15 -13 -6 -15 -1 -16 -18 -19 -11 -10 -8 -23 -24 -3
right_child=1 2 -4 4 13 -7 7 8 20 19 -12 12 -14 14 16 -17 17 18 -20 -21 -22 22 23 -25 -26
leaf_value=0.020330784666986738 0.014223803585039437 0.010499659197267114 -0.016000141677948179 0.026647176241485816 0.0028705497017687612 -0.0027770942941000927 0.0086257356632707186 -0.0070538075098715864 0.01492708110417517 -0.0072117469474561376 -0.0013694375508522781 0.0053386541594733798 0.015744492219876456 0.02027936645841057 0.017162518857499743 0.010207451333038936 0.00094717906502288435 0.011696368207375272 0.0046211584017701634 0.0035936751345106736 0.0048122778982713681 0.024849166373385981 0.010200627202626182 0.021687144345161724 0.0023492811501774407
leaf_weight=63 55 57 74 63 76 63 52 59 70 57 66 512 57 75 97 246 62 618 85 64 52 52 121 88 52
leaf_count=63 55 57 74 63 76 63 52 59 70 57 66 512 57 75 97 246 62 618 85 64 52 52 121 88 52
internal_value=0 0.00134764 -0.00251243 0.00946055 0.0118711 0.00786034 0.00829135 0.0116793 0.00485613 0.00671816 0.00777109 0.00846024 0.00638422 0.0109504 0.0116038 0.0122772 0.0108469 0.0100438 0.0108435 -0.00148163 0.0106306 0.0156193 0.0170057 0.0150457 0.00662789
internal_weight=0 238 183 2698 1076 1622 1559 494 181 1065 944 878 569 1013 937 309 862 765 703 121 122 313 261 209 109
internal_count=2936 238 183 2698 1076 1622 1559 494 181 1065 944 878 569 1013 937 309 862 765 703 121 122 313 261 209 109
is_linear=0
shrinkage=0.16829


Tree=5914
num_leaves=17
num_cat=0
split_feature=3 41 13 16 3 43 13 403 402 12 1454 132 52 3 13 1
split_gain=0.351393 0.284488 0.276585 0.237642 0.275438 0.265513 0.23887 0.217962 0.307972 0.211569 0.221575 0.156718 0.136061 0.132002 0.122566 0.10057
threshold=0.11391500000000002 0.088420000000000012 -0.11210999999999999 -0.012119999999999997 -0.14719499999999996 0.086765000000000023 0.18622000000000002 -0.5407249999999999 0.11399000000000002 -0.084509999999999988 0.080340000000000009 0.092880000000000004 0.41406000000000004 -0.086284999999999987 -0.083514999999999992 0.13612500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 15 4 -1 6 11 -6 9 14 -11 12 13 -5 -9 -2
right_child=2 -3 -4 5 7 -7 -8 8 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=0.018712374557727594 0.010536840964367016 -0.0020131272595001874 -0.0064238912564892033 0.0090502750693343716 0.019233528308634711 -0.0055611463768520742 0.017065503982072447 0.007845659648005739 -0.0021276095463460625 0.0091871902131658838 0.019450593809326039 -0.0024379904217364948 0.014402661744694133 0.0044603024024937547 -0.0029955800118170108 0.0013943151995979533
leaf_weight=86 64 80 88 274 56 52 60 57 73 1219 63 57 60 512 61 74
leaf_count=86 64 80 88 274 56 52 60 57 73 1219 63 57 60 512 61 74
internal_value=0 0.00785528 0.000939092 0.00815614 0.00942642 0.00613319 0.00676653 0.00890295 0.00850898 0.00906489 0.00969296 0.00608022 0.00665627 0.00606266 0.00222606 0.00564735
internal_weight=0 2710 226 2630 1615 1015 963 1529 1473 1400 1282 903 846 786 118 138
internal_count=2936 2710 226 2630 1615 1015 963 1529 1473 1400 1282 903 846 786 118 138
is_linear=0
shrinkage=0.16829


Tree=5915
num_leaves=11
num_cat=0
split_feature=44 482 482 38 1427 48 150 160 1209 48
split_gain=0.370827 0.189107 0.198117 0.218766 0.179636 0.174497 0.486489 0.235078 0.19071 0.166904
threshold=0.081710000000000019 0.11789500000000001 0.096630000000000008 1.0000000180025095e-35 0.081395000000000009 0.091125000000000025 1.0000000180025095e-35 -0.54784999999999984 -0.079544999999999991 0.097690000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 9 -1 -9 -7
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 -11
leaf_value=0.016207483345801677 0.019817568423186913 0.015482681956167768 -0.0031085245244438344 0.015624263862680598 0.013188069217076473 -0.0025478078275785244 -0.0099487563689397637 -0.0033973311056712625 0.0057027633833282732 0.0073978265669449881
leaf_weight=59 53 54 75 61 82 62 79 67 2163 205
leaf_count=59 53 54 75 61 82 62 79 67 2163 205
internal_value=0 0.00559875 0.00541104 0.0056417 0.00541691 0.0051744 0.00164464 0.00570716 0.00542855 0.00508162
internal_weight=0 2907 2853 2778 2717 2635 346 2289 2230 267
internal_count=2960 2907 2853 2778 2717 2635 346 2289 2230 267
is_linear=0
shrinkage=0.16829


Tree=5916
num_leaves=28
num_cat=0
split_feature=1 2 15 1 150 2 14 2 14 2 2 42 475 1 1 42 15 47 2 160 160 42 42 150 15 15 42
split_gain=17.7727 3.87118 1.85771 1.66832 1.72852 1.45887 1.26965 0.997658 0.458599 0.418007 0.314699 0.240254 0.23109 0.219724 0.476726 0.219921 0.219691 0.26171 0.239723 0.190924 0.187153 0.184861 0.183019 0.181561 0.115491 0.0880872 0.0304296
threshold=0.10661000000000002 0.14561000000000004 -0.17840999999999999 0.090650000000000022 1.0000000180025095e-35 0.10656 0.064610000000000015 0.12068000000000001 -0.46025499999999991 -0.0011799999999999998 0.092155000000000015 0.073240000000000013 -0.087429999999999994 0.085345000000000018 0.08901000000000002 0.086135000000000003 0.092125000000000012 0.086165000000000005 0.10301500000000001 0.0065900000000000012 0.10323500000000001 1.0000000180025095e-35 0.096160000000000009 1.0000000180025095e-35 -0.035654999999999992 -0.24511999999999998 0.096015000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 6 16 11 7 10 -2 -10 12 -4 -1 15 -15 -14 17 18 -5 21 -21 24 -23 -7 -12 -3 -18
right_child=1 25 5 4 -6 23 -8 -9 9 -11 19 -13 13 14 -16 -17 26 -19 -20 20 -22 22 -24 -25 -26 -27 -28
leaf_value=0.0013514151411200763 0.00099083798652655776 0.00041671152159543855 0.001243414285390569 0.00114435112343898 0.00093315419707775597 0.0010055879611317821 0.0019524957746322371 0.0011705377630675778 0.00082362228429448095 0.00046118703046256037 0.001254861232899972 0.0015000695675805766 0.0016392544710451577 0.0013623734654148471 0.0016960994264871689 0.0015276086480067734 0.0014768607597868103 0.0015116401306789419 0.0014276499353758124 0.0016834191358322727 0.0014349999476616214 0.0016013779578854716 0.0014042291788403662 0.00076578472912165112 0.0014297391998968087 0.00023011782718323085 0.0015946365236532355
leaf_weight=52 58 54 86 75 100 97 79 84 69 71 77 79 628 133 74 296 61 82 61 83 60 107 109 56 104 59 66
leaf_count=52 58 54 86 75 100 97 79 84 69 71 77 79 628 133 74 296 61 82 61 83 60 107 109 56 104 59 66
internal_value=0 0.000873242 0.000994417 0.00149845 0.00131617 0.00115085 0.00154144 0.00152345 0.000742996 0.000640067 0.00154063 0.00136651 0.00157121 0.00158129 0.00148185 0.00160353 0.00142708 0.0013621 0.00127168 0.00147357 0.00157943 0.00143534 0.00150205 0.000918047 0.00135554 0.000319598 0.00153834
internal_weight=0 629 516 2331 445 318 1886 1807 198 140 1723 165 1183 1131 207 924 345 218 136 540 143 397 216 153 181 113 127
internal_count=2960 629 516 2331 445 318 1886 1807 198 140 1723 165 1183 1131 207 924 345 218 136 540 143 397 216 153 181 113 127
is_linear=0
shrinkage=0.0032998


Tree=5917
num_leaves=23
num_cat=0
split_feature=1 4 4 1 51 159 0 0 4 0 0 49 0 159 43 0 4 157 0 1 42 13
split_gain=29.2924 5.6909 2.54408 1.95518 1.74157 2.12764 1.71952 1.52869 0.96942 0.848141 0.802004 0.687466 0.851887 0.61671 0.563064 0.542552 0.677676 0.619482 0.469176 0.203598 0.151459 0.19055
threshold=0.10123500000000001 0.27420500000000009 -0.39175499999999991 0.12988000000000002 -0.097504999999999981 0.085345000000000018 -0.22984499999999997 0.11737000000000002 0.043640000000000005 -0.15029999999999996 -0.10462499999999998 -0.056179999999999987 -0.11262999999999999 0.083310000000000009 -0.049364999999999992 -0.079249999999999987 -0.39175499999999991 -0.087424999999999989 -0.19166999999999998 0.13831000000000002 -0.010184999999999998 -0.073514999999999983
decision_type=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 14 -4 11 -1 8 9 -8 -11 -6 -13 20 -3 17 -17 -12 -16 -5 -10 -22
right_child=1 3 4 19 5 -7 7 -9 13 10 15 12 -14 -15 18 16 -18 -19 -20 -21 21 -23
leaf_value=0.0011432493660945542 0.0017440721158514794 0.00057878075324424615 0.00157912259109502 0.00019318041529725548 0.00084943242111861471 0.00041159391936172361 0.0020942738268844869 0.0012167860797355785 0.0012959297336398161 0.0013223182212354365 0.0014816697805120618 0.00088771786139477864 0.0014091066594243279 0.0017837058973997559 0.00075441873403933797 0.001976281132184838 0.0016150854891889171 0.0018055549417854402 0.0011801130922353708 0.00043639288701103067 0.001414398835754397 0.0016640203143851438
leaf_weight=63 73 56 60 61 77 61 73 70 58 52 70 52 102 82 53 65 495 1019 62 100 103 53
leaf_count=63 73 56 60 61 77 61 73 70 58 52 70 52 102 82 53 65 495 1019 62 100 103 53
internal_value=0 0.000929732 0.00118269 0.000605805 0.00106617 0.000960649 0.00168227 0.00169812 0.00171438 0.0017437 0.00172863 0.00110548 0.00123328 0.00153855 0.000851657 0.00174142 0.00165707 0.00178477 0.00098423 0.000344463 0.00144444 0.00149943
internal_weight=0 757 425 332 352 292 2203 2140 2070 1774 1701 231 154 296 171 1649 560 1089 115 161 214 156
internal_count=2960 757 425 332 352 292 2203 2140 2070 1774 1701 231 154 296 171 1649 560 1089 115 161 214 156
is_linear=0
shrinkage=0.0032998


Tree=5918
num_leaves=19
num_cat=0
split_feature=1 1213 3 44 3 12 52 455 3 1 159 1210 1210 157 151 156 3 16
split_gain=0.279399 0.820276 0.370052 0.348593 0.343522 0.53548 0.288559 0.236862 0.259096 0.417158 0.228287 0.169129 0.332402 0.161882 0.166269 0.149209 0.162261 0.0773938
threshold=0.077375000000000013 0.0041950000000000008 -0.23394499999999999 0.081710000000000019 -0.10690999999999999 0.096210000000000004 0.5140450000000002 1.0000000180025095e-35 0.085090000000000013 0.09717000000000002 0.10516000000000002 -0.087769999999999973 -0.066709999999999978 -0.087424999999999989 -0.085164999999999977 0.090625000000000011 -0.077849999999999989 -0.0090799999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 5 -4 11 8 10 -10 -6 -1 -13 -14 17 16 -16 -15
right_child=1 -3 3 -5 7 -7 -8 -9 9 -11 -12 12 13 14 15 -17 -18 -19
leaf_value=0.00020862893066858753 0.017114360981812186 -0.015185526610542909 -0.0098335981319716045 0.018828621328628461 0.0082070343840155695 0.0097060441735332022 -0.0036658752012109141 0.016749286183117523 -0.0092039338755322414 0.0049066214268424996 -0.0015291988073054157 0.022663757184940014 0.00076935940389794358 0.019761101056819153 0.0077904019256652777 0.00047901186262851322 0.012298069242797199 0.011525894930637097
leaf_weight=59 82 53 102 53 640 65 52 55 79 238 76 52 66 56 767 60 324 81
leaf_count=59 82 53 102 53 640 65 52 55 79 238 76 52 66 56 767 60 324 81
internal_value=0 0.00535293 0.00613735 0.00544781 0.00488129 -0.00221759 0.00862922 0.00597257 0.00539705 0.00138444 0.00717107 0.00906686 0.0094373 0.00892802 0.00934469 0.00868127 0.00913071 0.0149052
internal_weight=0 1443 1390 1308 1255 167 1517 1088 1033 317 716 1465 1406 1354 1288 1151 1091 137
internal_count=2960 1443 1390 1308 1255 167 1517 1088 1033 317 716 1465 1406 1354 1288 1151 1091 137
is_linear=0
shrinkage=0.16829


Tree=5919
num_leaves=26
num_cat=0
split_feature=1 1213 51 50 43 39 48 151 43 10 150 403 50 16 16 1213 51 475 51 48 16 50 1 1 43
split_gain=0.193287 0.567542 0.250218 0.255387 0.349352 0.445715 0.28673 0.542361 0.28641 0.240569 0.221015 0.148812 0.159996 0.176395 0.204393 0.210502 0.156734 0.117099 0.135903 0.113023 0.106372 0.124373 0.164503 0.0690813 0.0128417
threshold=0.077375000000000013 0.0041950000000000008 -0.25354999999999994 0.077920000000000003 -0.084629999999999997 0.085815000000000016 0.086260000000000017 -0.083379999999999996 -0.12118 -0.012394999999999998 1.0000000180025095e-35 -0.53223999999999994 0.12064500000000002 0.16703000000000004 0.073820000000000011 -0.109995 -0.016584999999999996 -0.085324999999999984 -0.084114999999999981 0.078735000000000013 -0.083269999999999997 0.11589500000000001 0.090880000000000016 0.11319000000000001 -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 2 2 2
left_child=11 2 -2 4 5 8 7 -6 -4 -9 23 -1 13 14 15 -13 24 -17 -19 20 -5 22 -22 -8 -15
right_child=1 -3 3 19 6 -7 10 9 -10 -11 -12 12 -14 16 -16 17 -18 18 -20 -21 21 -23 -24 -25 -26
leaf_value=-0.00043281523602718718 0.01613819797443735 -0.012629957806807061 -0.018625895038342607 0.012164249262357357 0.0216631240302174 0.0071213480253618181 0.008170229974571331 0.015743802008736235 -0.0018879974355956648 0.0038145174330246638 -0.0073949224682993038 0.0004362838109693741 -0.00086667015526300508 0.0052400787763104079 0.018994200874676001 0.0015251496854425759 -0.0029428372261719716 0.016570350115831037 0.0087447156319352005 0.014804002666902016 0.0072567371379918316 0.011165469439585804 -0.0053247697055448092 -0.00019788385190213969 0.0090736500791062605
leaf_weight=69 56 53 54 81 61 73 57 53 63 509 83 92 61 54 52 59 74 68 936 69 66 58 53 54 52
leaf_count=69 56 53 54 81 61 73 57 53 63 509 83 92 61 54 52 59 74 68 936 69 66 58 53 54 52
internal_value=0 0.0044523 0.00510493 0.00464042 0.00331064 -0.0031836 0.00482313 0.00658275 -0.00962854 0.00494272 -0.000818357 0.00717821 0.00754213 0.00791324 0.00864693 0.00817952 0.00298347 0.00884799 0.00927653 0.00872998 0.00709857 0.00477022 0.00163811 0.00408307 0.00713765
internal_weight=0 1443 1390 1334 1007 190 817 623 117 562 194 1517 1448 1387 1207 1155 180 1063 1004 327 258 177 119 111 106
internal_count=2960 1443 1390 1334 1007 190 817 623 117 562 194 1517 1448 1387 1207 1155 180 1063 1004 327 258 177 119 111 106
is_linear=0
shrinkage=0.16829


Tree=5920
num_leaves=28
num_cat=0
split_feature=1 1 12 16 4 2 0 16 4 0 41 1 0 4 4 12 0 4 4 1 15 133 0 12 16 2 0
split_gain=28.0661 6.75933 3.36827 1.89201 1.57837 1.99303 1.56928 1.19271 0.915786 0.912119 0.707741 0.660876 0.612053 0.746905 0.505412 0.425662 0.403929 0.362652 0.339476 0.324873 0.298064 0.32558 0.244454 0.193877 0.190613 0.183189 0.116205
threshold=0.098395000000000024 0.12448500000000001 0.085845000000000019 0.026395000000000005 0.27998000000000006 0.13631000000000001 0.060910000000000006 -0.037309999999999989 0.0060300000000000015 -0.17127999999999996 0.078150000000000011 0.14684500000000003 -0.10462499999999998 -0.029404999999999997 0.046185000000000004 0.088845000000000021 -0.14534499999999997 -0.27577999999999997 -0.00076499999999999995 0.079805000000000015 -0.058859999999999989 0.08457000000000002 -0.08176499999999999 -0.081654999999999991 -0.024304999999999997 0.10216000000000001 -0.06612999999999998
decision_type=2 2 2 2 2 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 7 5 -3 8 9 10 -2 12 23 13 -1 26 17 -10 -14 -19 24 25 -22 -21 -6 -17 -18 -4
right_child=1 4 14 -5 11 -7 -8 -9 16 -11 -12 -13 15 -15 -16 19 20 18 -20 22 21 -23 -24 -25 -26 -27 -28
leaf_value=0.0015969395843470208 0.001124589307098867 0.0011137346318187032 0.0015530770902819227 0.0012462166084329913 0.00047322056894777545 0.00024392737921042907 0.001074448210797532 0.00021215077356983908 0.0016287835927841408 0.00058523061598019779 0.0019184624801627445 -0.00010282506443980431 0.0018912203607473368 0.0010519543901353883 0.0011088494159588159 0.0015076816915485282 0.0015125147606597682 0.0015796657983426323 0.0018295813931523263 0.0017793134091175415 0.00099956530403952836 0.0013648824461489645 0.0015379718792860092 0.00020129444447803806 0.0013645229326259669 0.0013063153438086959 0.0013532769866865827
leaf_weight=53 52 58 56 69 54 57 86 58 61 101 60 58 52 58 86 302 98 680 67 69 52 57 154 62 164 99 88
leaf_count=53 52 58 56 69 54 57 86 58 61 101 60 58 52 58 86 302 98 680 67 69 52 57 154 62 164 99 88
internal_value=0 0.000786221 0.00101473 0.00077138 0.000382842 0.000682919 0.0015124 0.000615934 0.00153098 0.000768772 0.00156413 0.000184312 0.00155081 0.00131249 0.00131084 0.00156857 0.00138099 0.00162099 0.00160213 0.00150773 0.00133148 0.00119093 0.00161281 0.000328184 0.00145738 0.00140907 0.00143122
internal_weight=0 799 510 280 289 115 2112 211 2026 153 1659 174 1599 111 230 1488 367 799 747 689 306 109 223 116 466 197 144
internal_count=2911 799 510 280 289 115 2112 211 2026 153 1659 174 1599 111 230 1488 367 799 747 689 306 109 223 116 466 197 144
is_linear=0
shrinkage=0.0032998


Tree=5921
num_leaves=26
num_cat=0
split_feature=1 3 52 2 2 9 2 2 0 40 48 3 2 52 1 0 2 3 48 0 0 159 1 3 52
split_gain=21.1758 5.86946 2.28427 2.05887 1.28305 1.52201 1.05062 0.742488 0.830095 0.733494 0.38341 0.364448 0.311916 0.305457 0.296462 0.286707 0.265588 0.311265 0.239256 0.259309 0.228509 0.212211 0.176268 0.164632 0.162922
threshold=0.10575500000000002 0.3148450000000001 -0.24841999999999997 0.099965000000000012 0.13631000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.09036000000000001 -0.073574999999999988 -0.027374999999999997 0.082425000000000012 0.095880000000000007 0.10836000000000003 -0.41694999999999993 0.11497000000000002 -0.061204999999999989 0.091235000000000024 -0.10519499999999998 0.090045000000000014 -0.072039999999999979 -0.14920999999999998 0.084435000000000024 0.13707500000000003 -0.069724999999999995 0.029970000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 5 -4 -1 8 -7 -5 12 16 24 -14 -9 -15 18 -18 19 20 -8 23 -6 -19 -11
right_child=1 -3 4 9 22 7 11 14 -10 10 -12 -13 13 15 -16 -17 17 21 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0011857699991810779 0.0014364554556244588 2.1303969447996786e-05 0.00049543473215763302 0.00092175722171343628 0.00065843298045859206 0.0015487822299820669 0.0017580573760912247 0.00076382133733169874 0.0010137724412381042 0.0014131789310512838 0.0011248045517957908 0.0012921603093526623 0.0015138289345392945 0.0013428706539422278 0.0010548014996284436 0.0010347782581119622 0.0017150432584500624 0.0014425896451637948 0.001421178266369019 0.0017824296975044126 0.0015721874412746853 0.001631193070799045 0.00039234616951303736 0.0012286031168271391 0.0016540862314607494
leaf_weight=89 84 89 68 53 59 53 81 89 80 81 77 57 54 83 69 57 54 187 93 81 1061 53 52 53 54
leaf_count=89 84 89 68 53 59 53 81 89 80 81 77 57 54 83 69 57 54 187 93 81 1061 53 52 53 54
internal_value=0 0.000808286 0.000934651 0.00148685 0.000844892 0.000940889 0.00153703 0.00104486 0.00122724 0.001289 0.00133685 0.00155519 0.00138637 0.0013003 0.000891118 0.00121768 0.00156418 0.00148142 0.00158598 0.00159848 0.0015854 0.00143824 0.000534097 0.00139548 0.0015098
internal_weight=0 643 554 2268 470 359 1809 291 133 459 406 1720 329 194 158 140 1663 347 1316 1223 1142 293 111 240 135
internal_count=2911 643 554 2268 470 359 1809 291 133 459 406 1720 329 194 158 140 1663 347 1316 1223 1142 293 111 240 135
is_linear=0
shrinkage=0.0032998


Tree=5922
num_leaves=17
num_cat=0
split_feature=4 2 123 13 0 14 4 16 14 0 0 40 2 2 4 12
split_gain=16.6773 4.53676 2.12815 1.31375 0.859999 0.980923 0.831629 0.588264 0.510624 0.618294 0.473037 0.424962 0.349487 0.293369 0.213441 0.386448
threshold=0.31392000000000003 0.14132000000000003 1.0000000180025095e-35 -0.16392499999999996 -0.105195 -0.41992499999999994 0.024470000000000002 -0.43708999999999992 0.073890000000000011 -0.11073999999999999 0.056895000000000008 -0.041654999999999991 0.11666500000000002 0.086365000000000011 0.055765000000000002 0.089435000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 12 -6 8 -8 9 -5 -11 -7 -2 -4 -9 -16
right_child=4 -3 13 6 5 11 7 14 -10 10 -12 -13 -14 -15 15 -17
leaf_value=0.00076537221886269116 0.00075757221611934928 0.000426294848837139 0.00061841247202159817 0.00098987028697387772 0.0005792884260758575 0.00026434356243577216 0.001295252001161707 0.0008330815534562633 0.001539859437817185 0.0012687504334414771 0.0010433275752623136 -0.00010981314542978842 0.00040938425208909607 0.00092324227601498052 0.0012553160250057742 0.00094682651350098382
leaf_weight=71 58 89 61 103 57 61 100 67 65 1644 110 72 70 82 68 133
leaf_count=71 58 89 61 103 57 61 100 67 65 1644 110 72 70 82 68 133
internal_value=0 0.00115903 0.00118506 0.00120876 0.00035819 0.000217041 0.0012225 0.00107809 0.00125013 0.00123997 0.00125463 6.15277e-05 0.000567432 0.000793456 0.000996927 0.00105137
internal_weight=0 2593 2504 2361 318 190 2290 368 1922 1857 1754 133 128 143 268 201
internal_count=2911 2593 2504 2361 318 190 2290 368 1922 1857 1754 133 128 143 268 201
is_linear=0
shrinkage=0.0032998


Tree=5923
num_leaves=22
num_cat=0
split_feature=1 1 16 0 0 39 42 0 1 51 16 40 11 42 0 16 159 16 16 51 0
split_gain=17.7304 3.52455 2.33383 1.96079 1.23074 1.45408 0.970791 0.56419 0.498032 0.56248 0.450404 0.397021 0.311158 0.356525 0.337809 0.800794 0.274698 0.18783 0.409727 0.163534 0.0761045
threshold=0.098395000000000024 0.13276500000000002 0.12992000000000004 0.060910000000000006 -0.13409999999999997 0.086285000000000014 0.082690000000000013 -0.10339499999999999 0.092845000000000025 -0.41601499999999997 0.033280000000000011 -0.025204999999999995 1.0000000180025095e-35 0.12017000000000001 -0.10934999999999999 -0.47730499999999992 -0.13716999999999999 -0.072034999999999988 -0.50875499999999996 -0.10234999999999998 -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=3 2 4 8 17 6 -6 -3 9 -1 11 -9 13 14 15 -11 -16 18 -2 -4 -10
right_child=1 7 19 -5 5 -7 -8 10 20 12 -12 -13 -14 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=0.0010873303114349161 0.0004868779545329229 0.000747877953568727 0.0011788517408370203 0.00089726237456845429 0.0008762863959479232 0.00059498015509569882 0.0013683971986739654 0.00042685802355187124 0.0011155291692667645 0.0016126644285273468 0.00058100466503803233 1.8355397475782403e-05 0.0016184054846127619 0.001166220015919093 0.0012771319095701054 0.0011379744412002804 0.0014592238194061444 0.00042756282815659005 0.00088615314103602486 0.0013972103282163088 0.0012793410887146149
leaf_weight=54 62 53 79 86 86 82 90 52 52 58 61 52 95 59 100 120 1389 52 52 78 99
leaf_count=54 62 53 79 86 86 82 90 52 52 58 61 52 95 59 100 120 1389 52 52 78 99
internal_value=0 0.000809178 0.000943481 0.0013864 0.000815992 0.000958819 0.00112813 0.000451081 0.00140715 0.00142195 0.000355532 0.000222945 0.00143185 0.00142156 0.00143058 0.00129285 0.00144702 0.000593796 0.000669313 0.00128756 0.00122316
internal_weight=0 799 581 2112 424 258 176 218 2026 1875 165 104 1821 1726 1667 178 1489 166 114 157 151
internal_count=2911 799 581 2112 424 258 176 218 2026 1875 165 104 1821 1726 1667 178 1489 166 114 157 151
is_linear=0
shrinkage=0.0032998


Tree=5924
num_leaves=18
num_cat=0
split_feature=4 3 14 16 3 1 4 4 3 43 402 151 1444 16 400 150 4
split_gain=1.1741 0.416615 0.276324 0.424579 0.197558 0.306905 0.446415 0.6293 0.192552 0.400881 0.178025 0.148883 0.141847 0.134964 0.110912 0.0597942 0.0128076
threshold=0.31392000000000003 0.28833000000000003 -0.10523499999999998 -0.49057499999999993 0.12955000000000003 0.10075500000000003 0.082475000000000007 -0.008454999999999999 -0.036264999999999992 -0.029255 0.13027000000000002 -0.092609999999999984 -1.0000000180025095e-35 -0.54364499999999982 1.0000000180025095e-35 0.077110000000000012 0.42405000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 13 5 10 7 8 9 -7 11 15 -13 -4 -14 -1 -15
right_child=2 -3 3 -5 -6 6 -8 -9 -10 -11 -12 12 14 16 -16 -17 -18
leaf_value=0.012300991930795405 0.0066814487398821959 -0.0040385633926480055 0.0074217825998934206 -0.01565984826045758 0.020116614615450487 0.020338883413958241 0.019192833497263567 -0.0084861510465708348 0.00094056944083279327 0.0026090291387580781 0.019575065014965511 0.0025559731015294229 0.009999122841641379 -0.0049178712704188825 0.016963611902672471 0.020358736028300232 -0.0012119130124852516
leaf_weight=53 91 61 52 66 54 72 56 96 76 73 61 71 1797 52 68 55 57
leaf_count=53 91 61 52 66 54 72 56 96 76 73 61 71 1797 52 68 55 57
internal_value=0 0.00968375 -0.00114596 -0.00429173 0.0100151 0.0097942 0.00533529 0.0028816 0.00782776 0.0114252 0.0105835 0.0103142 0.00997263 0.000357337 0.010254 0.0164211 -0.00299638
internal_weight=0 2593 318 227 2532 2478 373 317 221 145 2105 2044 1936 161 1865 108 109
internal_count=2911 2593 318 227 2532 2478 373 317 221 145 2105 2044 1936 161 1865 108 109
is_linear=0
shrinkage=0.16829


Tree=5925
num_leaves=15
num_cat=0
split_feature=1 34 2 48 0 479 42 133 160 0 151 10 2 3
split_gain=0.743273 0.377404 0.248913 0.277609 0.26502 0.17941 0.139598 0.226067 0.212649 0.193283 0.180661 0.136919 0.235729 0.219831
threshold=0.11869500000000001 -0.023104999999999997 0.12750000000000003 0.11466000000000001 -0.20489499999999997 0.088585000000000011 0.10077000000000001 0.11667000000000001 -0.53420999999999996 -0.071379999999999985 -0.087329999999999977 -0.15491499999999997 0.11891500000000001 0.14813000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 8 -8 -6 -9 -10 -3 -13 -14
right_child=1 11 -4 -5 5 -7 7 9 10 -11 -12 12 13 -15
leaf_value=0.016824817278696388 -0.013159961387994523 0.0099316405532631404 -0.00043048830447804085 0.019987244495065528 -0.0027930217016058257 -0.0016427553950243742 0.018506468478787695 0.0021441821341308845 0.0025620748697429627 0.015104433749719398 0.0084585297024740991 0.0072963870853190648 0.0017426344634612655 -0.011581833156659997
leaf_weight=99 53 54 90 59 53 54 93 77 161 57 1831 90 86 59
leaf_count=99 53 54 90 59 53 54 93 77 161 57 1831 90 86 59
internal_value=0 -0.000100477 0.00824477 0.00855981 0.00828104 0.00791663 0.00814462 0.0121178 0.00770271 0.00767053 0.00798286 0.0022883 0.000524312 -0.00366666
internal_weight=0 342 2574 2484 2425 2326 2272 227 2045 134 1992 289 235 145
internal_count=2916 342 2574 2484 2425 2326 2272 227 2045 134 1992 289 235 145
is_linear=0
shrinkage=0.16829


Tree=5926
num_leaves=14
num_cat=0
split_feature=15 13 15 13 13 43 150 479 13 42 1444 15 39
split_gain=0.506778 0.257126 0.221843 0.213363 0.230621 0.156573 0.157172 0.149416 0.142214 0.135718 0.12502 0.0901969 0.084999
threshold=-0.26361999999999991 -0.10939499999999998 -0.19631499999999999 -0.17030499999999998 -0.098524999999999988 -0.46052499999999996 0.12302 0.088585000000000011 1.0000000180025095e-35 0.086205000000000018 -0.051419999999999993 -0.063834999999999989 0.08955500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 11 9 -6 7 10 12 -5 -7 -4 -3
right_child=2 8 3 4 5 6 -8 -9 -10 -11 -12 -13 -14
leaf_value=-0.011728058209921012 0.015322474124286025 0.0091162141998577598 0.0040873948156539795 0.0065009425850525342 -0.00073432145711129567 0.014638193782693 -0.0024279993477249861 -0.0019807248687244111 -0.0056759465785765845 0.017302081821761621 0.0068195426886681352 -0.005460558283018631 0.0001214858425529771
leaf_weight=54 82 62 55 53 85 60 53 53 53 90 2101 57 58
leaf_count=54 82 62 55 53 85 60 53 53 53 90 2101 57 58
internal_value=0 -0.00158631 0.00668784 0.00641556 0.0067382 0.00633779 0.00660375 0.00682076 0.00156894 0.0133114 0.00703746 -0.00075579 0.00478373
internal_weight=0 227 2689 2607 2495 2352 2267 2214 173 143 2161 112 120
internal_count=2916 227 2689 2607 2495 2352 2267 2214 173 143 2161 112 120
is_linear=0
shrinkage=0.16829


Tree=5927
num_leaves=18
num_cat=0
split_feature=1 12 1 10 0 14 1 14 49 457 1 12 1 0 3 3 3
split_gain=13.2963 2.91483 1.554 1.10466 0.837536 0.708648 0.696541 0.574445 0.547363 0.522514 0.867469 0.413599 0.349714 0.216488 0.533156 0.205739 0.199331
threshold=0.10557500000000002 0.089585000000000012 0.13074500000000003 -0.00189 0.14054500000000003 0.073890000000000011 0.14684500000000003 -1.0000000180025095e-35 -0.050304999999999996 0.062030000000000009 0.083065000000000014 -0.088189999999999977 0.117245 -0.15127999999999997 0.096440000000000012 0.095880000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 12 -1 5 9 7 -2 -9 13 -11 -10 -3 -5 16 -13 -15
right_child=1 2 -4 4 -6 -7 -8 8 11 10 -12 15 -14 14 -16 -17 -18
leaf_value=0.00068251960320884369 0.00076150834386490935 0.0012196543849458741 0.00043432162695788133 0.0013727178679949904 0.00075668667491727833 0.0014535608480472132 0.00012000829895003089 0.00064896469060189439 0.00058168037468502997 0.0011886797202247566 0.00071737248090667253 0.00013797367015316384 0.00088372619724140066 0.0011641919346254003 0.00082912785551185789 0.00038954031725581126 0.0013715705315826305
leaf_weight=56 73 95 52 56 57 89 62 89 55 95 78 84 54 1753 52 62 54
leaf_count=56 73 95 52 56 57 89 62 89 55 95 78 84 54 1753 52 62 54
internal_value=0 0.000599005 0.000926585 0.00114182 0.00115331 0.00116368 0.000443996 0.000499236 0.000433094 0.00115131 0.000976386 0.000337334 0.00109815 0.00116709 0.00116088 0.000245045 0.00117041
internal_weight=0 626 201 2290 2234 2177 425 363 290 2088 173 201 149 1915 1859 146 1807
internal_count=2916 626 201 2290 2234 2177 425 363 290 2088 173 201 149 1915 1859 146 1807
is_linear=0
shrinkage=0.0032998


Tree=5928
num_leaves=15
num_cat=0
split_feature=1 9 0 0 1374 3 3 3 1 3 1211 1 0 1
split_gain=0.449607 0.206411 0.174984 0.142789 0.231428 0.189096 0.28815 0.167539 0.202895 0.156049 0.154204 0.100886 0.0825996 0.139912
threshold=0.11869500000000001 0.084755000000000011 -0.00077999999999999999 -0.23395499999999997 0.086000000000000007 0.099330000000000016 0.12745000000000004 -1.0000000180025095e-35 0.08776500000000001 -0.0088549999999999983 1.0000000180025095e-35 0.14720000000000003 -0.10462499999999998 0.13257000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 -1 5 7 -7 9 -9 10 -5 12 -2 -14
right_child=2 -3 -4 4 -6 6 -8 8 -10 -11 -12 -13 13 -15
leaf_value=0.014655724488572251 0.0048090509482311503 0.016233671598319632 -0.0084642584813682253 0.0056582387536567311 0.016364317764128705 -0.0091721029324574894 0.0075291555655365673 0.0061445650584427058 0.019855459006361466 -0.0025301882132004101 0.011017293413595365 0.0081535084939947378 0.0037535478514064968 -0.0064434533800477962
leaf_weight=57 74 61 57 1926 61 58 59 70 55 61 166 56 67 88
leaf_count=57 74 61 57 1926 61 58 59 70 55 61 166 56 67 88
internal_value=0 0.00654217 4.23021e-05 0.0063062 0.00611169 0.00584981 -0.000734745 0.00618879 0.0121917 0.00583943 0.00608434 0.00174992 0.000176129 -0.00202413
internal_weight=0 2574 342 2513 2456 2395 117 2278 125 2153 2092 285 229 155
internal_count=2916 2574 342 2513 2456 2395 117 2278 125 2153 2092 285 229 155
is_linear=0
shrinkage=0.16829


Tree=5929
num_leaves=21
num_cat=0
split_feature=1 34 132 34 403 52 1 42 1 1 403 1444 1211 52 47 39 12 157 133 2
split_gain=0.315607 0.236511 0.216353 0.181784 0.125638 0.158785 0.273174 0.167392 0.162012 0.157558 0.153694 0.208249 0.169336 0.10749 0.253301 0.184673 0.0987895 0.0960454 0.119265 0.0892918
threshold=0.11690500000000002 -0.028269999999999997 0.012535000000000003 -0.082914999999999989 0.40520000000000006 -0.10848499999999998 0.10575500000000002 0.086855000000000016 0.10135500000000001 0.08864000000000001 0.093255000000000018 -0.064164999999999986 1.0000000180025095e-35 -0.057374999999999995 0.096770000000000009 0.085355000000000014 0.089765000000000025 -0.079269999999999993 0.08759500000000002 0.11218000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 13 -1 5 8 10 19 9 17 11 -7 -13 -3 15 -15 -12 -5 -19 -8
right_child=1 2 -4 4 -6 6 7 -9 -10 -11 16 12 -14 14 -16 -17 -18 18 -20 -21
leaf_value=0.014653810931032926 -0.010267978258193663 0.0050511308675853456 0.011792120848539292 0.014160945084320198 0.012108608435230732 0.014697342032334393 -0.010340788317805704 0.0058081241862339974 0.014253297989171998 -0.0022304508958024636 0.0041620766834956479 0.0045067996008691154 0.010641605390018814 -0.011627916119874663 0.00683527002132963 0.0013245047231810374 -0.0056603414195929725 0.0090856284512042529 0.0011048262487418858 -0.00092391412291627803
leaf_weight=60 52 84 53 55 74 66 58 52 92 52 56 1481 140 77 60 52 60 153 82 57
leaf_count=60 52 84 53 55 74 66 58 52 92 52 56 1481 140 77 60 52 60 153 82 57
internal_value=0 0.000266614 0.00195249 0.005484 0.00526124 0.00504972 0.00440572 -0.00209824 0.00796881 0.00627299 0.00500913 0.00541672 0.00503775 3.56502e-05 -0.00218395 -0.00639286 -0.000902997 0.00780394 0.00630848 -0.00568892
internal_weight=0 378 326 2538 2478 2404 1970 167 434 342 1803 1687 1621 273 189 129 116 290 235 115
internal_count=2916 378 326 2538 2478 2404 1970 167 434 342 1803 1687 1621 273 189 129 116 290 235 115
is_linear=0
shrinkage=0.16829


Tree=5930
num_leaves=22
num_cat=0
split_feature=1 2 12 39 2 2 1 2 12 151 4 40 16 2 2 1 50 16 2 16 160
split_gain=14.1336 3.82823 2.2706 1.7647 0.907722 0.892433 0.628716 0.618811 0.542129 0.467564 0.425952 0.403815 0.39245 0.392187 0.378374 0.488191 0.315382 0.301631 0.295355 0.238225 0.0907883
threshold=0.10575500000000002 0.13881000000000002 0.085075000000000026 0.0039300000000000003 0.25063000000000007 0.11366500000000002 0.094165000000000013 -1.0000000180025095e-35 0.11466500000000002 0.053170000000000002 -0.17568999999999999 -0.076799999999999993 0.22339500000000004 0.10682000000000001 0.087765000000000024 0.08776500000000001 0.10803500000000001 -0.0087049999999999992 0.11018500000000002 -0.015214999999999998 -0.056389999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 5 -3 8 -5 11 9 10 12 -2 -1 19 16 -16 -12 -7 -9 -4 -20
right_child=1 4 13 6 -6 17 -8 18 -10 -11 14 -13 -14 -15 15 -17 -18 -19 20 -21 -22
leaf_value=0.0017523217861014607 0.00069762074582277477 0.00046519541674698735 0.0014172496725416493 0.0011370288644602629 -7.6601423645878151e-05 0.0012392362922412268 0.0006896528054525378 0.0010142285102771812 0.0010044381540867064 0.0010842910220641949 0.0013989353997989581 0.00028867501847509597 0.001388904857954422 0.00091460537136712377 0.0013060698093621443 0.00099288440803321342 0.0011992965391349423 0.00092233358513884082 0.00083923092905747933 0.0011324967864076931 0.00066161149519065898
leaf_weight=54 53 89 58 75 54 58 64 55 54 75 924 53 86 52 677 60 98 79 52 77 90
leaf_count=54 53 89 58 75 54 58 64 55 54 75 924 53 86 52 677 60 98 79 52 77 90
internal_value=0 0.000735728 0.000874388 0.00129258 0.000260354 0.00131576 0.000931296 0.000697631 0.00133324 0.00134222 0.00135238 0.00049348 0.00152933 0.0011606 0.00133828 0.00128062 0.00137983 0.00105675 0.0008073 0.0012551 0.000726903
internal_weight=0 633 490 2304 143 2165 139 303 2028 1974 1899 106 140 187 1759 737 1022 137 197 135 142
internal_count=2937 633 490 2304 143 2165 139 303 2028 1974 1899 106 140 187 1759 737 1022 137 197 135 142
is_linear=0
shrinkage=0.0032998


Tree=5931
num_leaves=16
num_cat=0
split_feature=2 40 0 474 2 15 124 11 42 51 16 0 0 12 2
split_gain=0.482945 0.349283 0.28341 0.235082 0.180344 0.235759 0.222388 0.237273 0.17752 0.197911 0.219744 0.151168 0.221936 0.11588 0.0910854
threshold=0.25063000000000007 1.0000000180025095e-35 -0.22480499999999998 -1.0000000180025095e-35 0.10155500000000002 -0.10436999999999999 -0.084084999999999979 0.078340000000000007 -0.086319999999999994 -0.06533499999999999 -0.28430999999999995 -0.082784999999999984 -0.10147999999999999 0.095775000000000013 0.096780000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 -4 5 11 -7 -8 -6 13 -11 12 -5 -10 -1
right_child=-2 -3 3 4 8 6 7 -9 9 10 -12 -13 -14 -15 -16
leaf_value=-0.0069666800567161902 -0.011406579129525621 -0.0061141438674922194 0.013486162751576748 0.014932375422576336 0.011412308839483621 -0.0051381057347447689 0.0057438136777200497 -0.0049312885014995179 0.012036346996287596 0.0055363498318795612 -0.0029361165518659756 0.018741309694335136 0.0030257944393190244 0.0014059780111014763 0.0017617599180936242
leaf_weight=69 55 85 94 81 55 59 1630 61 67 124 288 52 99 52 66
leaf_count=69 55 85 94 81 55 59 1630 61 67 124 288 52 99 52 66
internal_value=0 0.00450415 0.00482748 0.0052092 0.00490553 0.005673 0.00500278 0.00535766 0.00230669 0.00136017 -0.00038179 0.0107208 0.00839374 0.00740624 -0.00268613
internal_weight=0 2882 2797 2662 2568 1982 1750 1691 586 531 412 232 180 119 135
internal_count=2937 2882 2797 2662 2568 1982 1750 1691 586 531 412 232 180 119 135
is_linear=0
shrinkage=0.16829


Tree=5932
num_leaves=29
num_cat=0
split_feature=12 3 43 12 43 148 16 3 0 40 12 0 16 16 43 15 3 376 51 0 16 16 43 43 16 1455 12 3
split_gain=9.84409 2.80722 1.83988 1.61462 1.42019 1.14826 0.959471 0.931299 0.957564 0.839782 0.576916 0.405498 0.329499 0.312803 0.297139 0.459645 0.294924 0.264771 0.226377 0.218321 0.20092 0.205483 0.184 0.179347 0.155028 0.148698 0.106315 0.0961147
threshold=0.056995000000000011 0.28833000000000003 -0.069824999999999984 0.14472000000000004 -0.097764999999999977 -0.043434999999999994 0.15273500000000004 0.11500500000000001 -0.087984999999999994 -0.078179999999999986 0.098785000000000012 -0.11742499999999999 -0.14792499999999997 -0.08267999999999999 -0.11366999999999998 0.084495000000000015 -0.096949999999999995 0.083705000000000016 -0.070054999999999992 -0.108275 0.0054050000000000009 -0.025214999999999998 -0.0048749999999999991 -0.031974999999999996 -0.067654999999999979 -1.0000000180025095e-35 0.091545000000000015 -0.082439999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 -1 -4 7 8 13 17 11 22 -12 -7 15 -13 26 -6 -14 -3 21 -18 -2 27 -25 -22 -16 -20
right_child=3 19 5 -5 9 6 -8 -9 -10 -11 12 14 18 -15 16 -17 20 -19 23 -21 25 -23 -24 24 -26 -27 -28 -29
leaf_value=0.00090588210152912788 0.0010797990151896091 0.00034086601918518144 0.00043559388415296494 0.00056231371892007131 0.00034269839640306711 0.00095377359395493687 0.0012726189517010961 0.00046639002735079276 0.00063324341618486817 2.2745751393546945e-05 0.00074761364944202354 0.0007544106338889568 0.00087670584441114027 0.0012500805843618759 0.0014277109312889787 0.0011845993456076037 0.001139162972999524 0.0006444524193783336 0.001086772199158629 6.7096558501955589e-05 0.00090264073799103733 0.0012428853672462247 0.00080154285828310814 0.001109657568965756 0.00087781580335020884 0.0011043623575706261 0.0012171994998724745 0.0012709076229843069
leaf_weight=78 52 71 54 61 56 83 80 53 71 53 52 52 81 76 58 58 794 75 80 58 53 296 55 63 68 194 55 57
leaf_count=78 52 71 54 61 56 83 80 53 71 53 52 52 81 76 58 58 794 75 80 58 53 296 55 63 68 194 55 57
internal_value=0 0.000664666 0.000749464 0.0010926 0.000532424 0.000885746 0.000952614 0.000862028 0.000953044 0.000373919 0.00110822 0.0011354 0.000995134 0.00109563 0.00114898 0.000981558 0.00116166 0.000515727 0.00103191 0.000218049 0.00114778 0.00116736 0.000937099 0.00107869 0.000989581 0.00106122 0.00132556 0.00116364
internal_weight=0 808 679 2129 262 417 363 283 230 184 2068 1667 401 159 1560 110 1450 131 349 129 1337 1090 107 268 131 247 113 137
internal_count=2937 808 679 2129 262 417 363 283 230 184 2068 1667 401 159 1560 110 1450 131 349 129 1337 1090 107 268 131 247 113 137
is_linear=0
shrinkage=0.0032998


Tree=5933
num_leaves=14
num_cat=0
split_feature=2 40 39 124 376 9 159 159 0 16 3 160 484
split_gain=0.385484 0.205794 0.180069 0.21008 0.242859 0.214519 0.198587 0.310102 0.235369 0.145699 0.136002 0.121747 0.100001
threshold=0.13554000000000002 1.0000000180025095e-35 0.096775000000000014 -0.077709999999999987 0.084435000000000024 1.0000000180025095e-35 -0.085199999999999984 -0.03145499999999999 -0.22480499999999998 -0.116045 0.12955000000000003 -0.014565 -0.077774999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 11 -8 -9 -2 -11 12 -5
right_child=9 -3 -4 5 -6 -7 7 8 -10 10 -12 -13 -14
leaf_value=-0.0075655420239038084 0.0026590043020197343 -0.0048000392649396291 0.014451415766806015 0.017458492483528369 0.0061818796845746257 0.013188567721824997 -0.0070505786543365702 -0.0027588738255579885 0.0051017837113599609 -0.011405632852733031 -9.5609047409839196e-05 0.0024380463951393172 0.0089173434697563357
leaf_weight=81 83 62 56 52 66 91 66 114 1920 69 54 61 162
leaf_count=81 83 62 56 52 66 91 66 114 1920 69 54 61 162
internal_value=0 0.00477018 0.00499317 0.00478978 -0.00138101 0.00515835 0.00484991 0.00429142 0.00466033 -0.00277405 -0.00645486 0.00910824 0.0110012
internal_weight=0 2731 2669 2613 147 2466 2375 2100 2034 206 123 275 214
internal_count=2937 2731 2669 2613 147 2466 2375 2100 2034 206 123 275 214
is_linear=0
shrinkage=0.16829


Tree=5934
num_leaves=27
num_cat=0
split_feature=1 3 123 10 13 52 14 0 49 1 16 1 3 1 133 1447 0 42 49 52 3 42 16 3 133 1
split_gain=8.48129 1.48755 1.13546 0.588832 0.560559 0.493355 0.417429 0.592947 1.08442 0.381604 0.348367 0.301546 0.682992 0.28704 0.282057 0.293905 0.280513 0.359866 0.224365 0.257902 0.217406 0.198918 0.187537 0.168426 0.16243 0.0953366
threshold=0.10575500000000002 -0.074084999999999998 0.080635000000000012 -0.014199999999999999 0.032645000000000007 -0.22118499999999996 0.073890000000000011 -0.10594499999999998 0.047620000000000003 0.086005000000000012 -0.33811499999999994 0.07665000000000001 -0.22442499999999996 0.13472500000000001 0.11524500000000001 -0.064864999999999992 -0.081294999999999992 -0.074124999999999983 0.016520000000000003 -0.065394999999999995 -1.0000000180025095e-35 -0.079234999999999986 -0.019749999999999993 -0.15041499999999997 0.40408500000000008 0.11561500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 -3 6 -2 7 8 9 -1 13 16 -13 -5 15 22 -6 -18 19 25 -17 -16 -9 -7 -23 -12
right_child=1 3 -4 10 11 23 -8 14 -10 -11 18 12 -14 -15 21 20 17 -19 -20 -21 -22 24 -24 -25 -26 -27
leaf_value=0.00088628143908914974 0.0010709652832901534 0.00017396798754429062 0.00065595418855506017 0.00051101217979387405 0.0011140471285264067 0.00056214642591852194 0.0013027155578839607 0.0010766640769171863 0.0011796509175702921 0.00052805681433467418 0.00062507557706854529 0.00100466326515019 0.0004804014716606477 0.00019626388227789927 0.0011247849370967658 0.0010349691907066982 0.0010304206754952981 0.00066269312381068242 0.00039601435531732031 0.00076608747597234816 0.0012158122617042665 0.00079182089895904288 0.0012994070016795502 0.00080592510734120817 0.00098171708812144331 0.00042366108252043193
leaf_weight=57 57 66 102 72 78 56 62 81 74 77 53 54 55 57 55 1114 62 56 55 91 80 91 91 73 115 53
leaf_count=57 57 66 102 72 78 56 62 81 74 77 53 54 55 57 55 1114 62 56 55 91 80 91 91 73 115 53
internal_value=0 0.0005659 0.000997297 0.00046253 0.00101309 0.00081413 0.00103431 0.00102522 0.00085838 0.000680699 0.000512425 0.000881008 0.000740451 0.00037221 0.00104653 0.00106573 0.000958995 0.000856204 0.000584061 0.000636383 0.00104712 0.000945926 0.00119472 0.000700372 0.000898002 0.000524701
internal_weight=0 633 2304 447 2202 186 1897 1835 208 134 381 305 109 129 1627 1366 196 118 252 197 1194 261 172 129 206 106
internal_count=2937 633 2304 447 2202 186 1897 1835 208 134 381 305 109 129 1627 1366 196 118 252 197 1194 261 172 129 206 106
is_linear=0
shrinkage=0.0032998


Tree=5935
num_leaves=32
num_cat=0
split_feature=1 2 12 2 2 11 2 1 12 12 13 2 403 12 0 12 40 1 10 1 52 43 42 0 2 2 16 0 52 43 43
split_gain=24.432 4.55512 3.69145 1.58208 1.55817 1.23833 1.13488 1.03691 1.55223 0.798782 0.750526 0.56788 0.446059 0.418753 0.469107 0.379559 0.378671 0.335236 0.311876 0.248181 0.224933 0.226695 0.223915 0.216414 0.189281 0.175914 0.16078 0.13791 0.10742 0.1013 0.0564615
threshold=0.10398500000000001 0.11203000000000002 0.085075000000000026 0.14744000000000002 0.097005000000000022 1.0000000180025095e-35 -1.0000000180025095e-35 0.087225000000000011 0.08401500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.123795 -0.080719999999999986 0.080020000000000022 -0.075319999999999984 0.10125500000000003 -0.068949999999999997 0.077020000000000019 -0.093904999999999988 0.081540000000000015 -0.088174999999999989 -0.08237499999999999 0.11195000000000001 -0.08237499999999999 0.12665000000000001 0.087815000000000018 -1.0000000180025095e-35 -0.075624999999999984 -0.14198999999999998 -0.030594999999999994 -0.077134999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 10 5 7 16 13 -9 -6 24 12 -11 19 20 -4 -2 26 -5 -1 21 -15 23 30 -3 -22 27 -14 -28 -25 -10
right_child=1 3 15 18 9 -7 -8 8 22 11 -12 -13 17 14 -16 -17 -18 -19 -20 -21 25 -23 -24 29 -26 -27 28 -29 -30 -31 -32
leaf_value=0.0019376530129543706 0.00074601356947014586 0.00068707993492367607 0.0015935639933759987 0.00043577459411087485 0.0010497958470151586 0.0019719041115516854 0.0010820959450365685 0.0010785322399896699 0.0015509330231968696 0.0012293794596377231 0.00093143126598164039 0.0011328021812514152 0.001448070268654039 0.0015999508290264362 0.0013458929198820507 0.0012712583096333243 0.00034593148703816507 0.0016959098065541436 9.2644357147782827e-05 0.0016360783711621473 0.0016784394300270356 0.0013434131106078496 0.0013546386570222669 0.0015964679960218521 0.00041362667879990442 0.0015810019890551963 0.0014651136232998643 0.0016834217331477108 0.0012577889074599827 0.0017758801644783182 0.001389222525788015
leaf_weight=70 52 52 94 53 67 90 74 103 53 65 102 59 66 106 75 72 52 98 64 56 543 62 59 106 61 353 68 52 52 59 57
leaf_count=70 52 52 94 53 67 90 74 103 53 65 102 59 66 106 75 72 52 98 64 56 543 62 59 106 61 353 68 52 52 59 57
internal_value=0 0.000833565 0.00109978 0.000557625 0.00154662 0.00159314 0.000769251 0.00157309 0.00143381 0.00138837 0.000725748 0.00143761 0.00148236 0.00162117 0.00160093 0.00145398 0.000546311 0.0015312 0.000248381 0.0018039 0.00161887 0.00150549 0.00154327 0.00158361 0.000539775 0.00164009 0.00146323 0.00155208 0.00137557 0.00166083 0.00146746
internal_weight=0 676 344 332 2319 1792 178 1702 437 527 215 460 401 1265 1139 166 104 336 117 126 1064 168 334 275 113 896 238 118 120 165 110
internal_count=2995 676 344 332 2319 1792 178 1702 437 527 215 460 401 1265 1139 166 104 336 117 126 1064 168 334 275 113 896 238 118 120 165 110
is_linear=0
shrinkage=0.0032998


Tree=5936
num_leaves=26
num_cat=0
split_feature=1 3 39 1 0 16 3 3 150 1 0 3 40 0 0 3 1 160 3 1 51 1456 3 16 0
split_gain=15.1454 2.34202 1.0702 0.783476 0.728441 0.691429 0.520934 1.35354 0.511307 1.17856 0.603603 1.19027 0.337655 0.318617 0.25119 0.575438 0.304733 0.31073 0.217523 0.212401 0.173077 0.184522 0.179981 0.115789 0.110206
threshold=0.10398500000000001 -0.036264999999999992 0.0039300000000000003 0.088035000000000016 -0.0088049999999999986 -0.092694999999999986 0.076825000000000018 0.28833000000000003 0.083295000000000022 0.085780000000000009 -0.14920999999999998 0.084670000000000009 -0.066629999999999981 -0.20489499999999997 -0.076384999999999995 0.081495000000000012 0.096545000000000006 -0.078934999999999991 0.40411000000000002 0.12257000000000003 -0.089214999999999989 -0.15627999999999997 -0.090104999999999977 0.26411500000000004 -0.085424999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 8 -4 6 -2 12 13 10 24 11 -1 -3 -8 20 16 17 -16 -9 23 -12 -22 -23 -7 -10
right_child=1 4 3 -5 -6 19 7 18 9 -11 14 -13 -14 -15 15 -17 -18 -19 -20 -21 21 22 -24 -25 -26
leaf_value=0.0018201911914303916 0.0007361594537951022 0.0005953025946400396 0.0012234440924457808 0.0006906454717251168 0.00022371101039364585 0.0010526258117524794 0.00076907633141756239 0.0003002289988181831 0.0014257997736548686 0.00077131794056645316 0.0011727339901339642 0.0011772793755501 0.00024877317314216731 0.0011153568845851437 0.00094645375456993918 0.0015389811121183168 0.001431355128644131 0.0012032405108627769 0.00059987679716537055 0.00091101998655365919 0.0015289768986049927 0.0014044649588663574 0.0013028886516571676 0.0012675492319042022 0.0012198856111321351
leaf_weight=71 95 74 66 56 59 54 54 55 61 65 83 57 53 65 62 61 54 345 52 52 52 250 975 63 61
leaf_count=71 95 74 66 56 59 54 54 55 61 65 83 57 53 65 62 61 54 345 52 52 52 250 975 63 61
internal_value=0 0.000719717 0.00128117 0.00097917 0.000564034 0.000962543 0.000620816 0.000716107 0.00129792 0.00113151 0.00131338 0.00153417 0.000450965 0.000958517 0.00129835 0.00123578 0.00119558 0.00116421 0.000446181 0.00108959 0.00132234 0.00133204 0.00132365 0.00116865 0.00132313
internal_weight=0 676 2319 122 412 264 353 226 2197 187 2010 128 127 119 1882 522 461 407 107 169 1360 1277 1225 117 122
internal_count=2995 676 2319 122 412 264 353 226 2197 187 2010 128 127 119 1882 522 461 407 107 169 1360 1277 1225 117 122
is_linear=0
shrinkage=0.0032998


Tree=5937
num_leaves=31
num_cat=0
split_feature=4 12 13 12 11 43 12 43 14 12 159 4 4 16 13 13 16 16 16 11 42 13 43 12 43 1446 13 43 16 42
split_gain=34.3847 8.18278 5.24164 3.2157 2.53035 2.3707 2.19681 2.10578 1.27069 1.58683 1.08896 1.00161 0.937442 0.762207 0.709614 0.575914 0.544362 0.438067 0.395702 0.382863 0.374154 0.464567 0.334296 0.27331 0.257928 0.202773 0.266723 0.257472 0.222601 0.193372
threshold=0.31392000000000003 0.056995000000000011 -0.27740999999999993 0.091290000000000024 1.0000000180025095e-35 -0.031974999999999996 0.14472000000000004 -0.092609999999999984 -0.41992499999999994 -0.042789999999999988 1.0000000180025095e-35 0.043640000000000005 -0.22295999999999996 -0.0092499999999999978 -0.011809999999999999 -0.092844999999999997 -0.54150999999999994 -0.078829999999999983 -0.47730499999999992 0.080455000000000013 -1.0000000180025095e-35 -0.065539999999999987 -0.0015099999999999998 0.098265000000000005 -0.17773999999999998 0.083705000000000016 -0.085414999999999991 -0.083349999999999994 -0.075274999999999995 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 15 7 11 -4 -2 18 12 19 -7 17 -9 22 -11 -14 -10 20 24 -22 -3 -13 -5 27 -27 29 -29 -17
right_child=8 3 5 6 -6 10 -8 14 9 16 -12 23 13 -15 -16 25 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00033242959767431713 0.00078790477826479774 0.0016490976472558014 0.0015168527511258498 0.00186124808415093 0.0023333304865032463 0.0017824876424213031 0.00084924990914658912 0.0010272098078432318 0.00017907040869444507 0.00076676394828270697 0.0019108778217682006 0.0014338795069399886 0.0012636319167407236 0.00099267305683631551 0.00052782416679227734 0.0016958911711153191 0.0003493235567930282 0.0016689430862283669 -0.00022601882345973565 0.0018176388136138259 0.0015772256710598941 0.0013330010502652023 0.0012878093144035566 0.0011628141020232779 0.0016015266583685529 0.0020356399945778629 0.0017270616632152184 0.0017225713994501912 0.0015824386168523513 0.0018744887278113185
leaf_weight=69 71 64 61 55 76 53 55 60 53 56 55 84 69 65 65 121 88 52 52 71 248 133 52 83 205 56 74 389 194 166
leaf_count=69 71 64 61 55 76 53 55 60 53 56 55 84 69 65 65 121 88 52 52 71 248 133 52 83 205 56 74 389 194 166
internal_value=0 0.00154291 0.00118353 0.0016357 0.00174947 0.0013058 0.00149046 0.00101365 0.000398215 0.000286957 0.00149051 0.00153054 0.00139363 0.00128263 0.000767811 0.00170967 0.000511906 0.00143811 -2.12097e-05 0.00158471 0.00155886 0.00149206 0.00148744 0.00129937 0.0016566 0.00173542 0.00186026 0.00171672 0.001676 0.00179931
internal_weight=0 2675 549 2126 1192 480 934 186 320 249 294 879 239 186 125 1116 144 121 105 712 641 381 116 167 260 1000 130 870 583 287
internal_count=2995 2675 549 2126 1192 480 934 186 320 249 294 879 239 186 125 1116 144 121 105 712 641 381 116 167 260 1000 130 870 583 287
is_linear=0
shrinkage=0.0032998


Tree=5938
num_leaves=29
num_cat=0
split_feature=1 12 14 2 12 1 4 16 13 12 2 160 12 4 4 2 12 1 1 12 50 42 2 16 1213 403 12 13
split_gain=17.1065 2.42808 1.89984 1.8445 1.21417 1.28721 1.16392 1.12384 0.89619 0.665646 0.613551 0.387358 0.386889 0.327826 0.372473 0.295631 0.293232 0.249135 0.21951 0.207914 0.173564 0.19489 0.162117 0.151683 0.134179 0.250079 0.0930741 0.0935261
threshold=0.10398500000000001 0.085075000000000026 0.073890000000000011 0.11504500000000002 0.056995000000000011 0.085410000000000014 0.51292000000000015 -0.00040499999999999992 -0.0042049999999999995 0.090285000000000018 0.097845000000000015 0.084480000000000013 -0.086944999999999981 0.032770000000000001 -0.14994999999999997 0.11666500000000002 0.10125500000000003 0.11215000000000001 0.089895000000000017 -0.087384999999999977 0.088160000000000002 0.11195000000000001 0.11203000000000002 -0.08151499999999999 0.036805000000000011 -0.085764999999999994 0.083335000000000006 -0.088294999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 16 5 10 8 11 12 18 -1 -7 -2 14 -11 -14 -3 -10 24 -8 23 -22 -15 -16 26 -26 -6 -28
right_child=1 3 -4 -5 9 7 19 -9 17 13 -12 -13 15 22 20 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 27 -29
leaf_value=0.0016299626330535109 0.00078779444067482321 0.001384410995664708 0.0018695591413656553 0.00058681401548032466 0.0013421659801841419 0.00064762396462637309 0.00021531462096259759 0.0013474418832831591 0.00077889964534037489 0.0011474637200829837 0.0011712839972886397 0.0010297104030398553 0.00064559672439315951 0.0011019974200368679 0.0015622098642251987 0.0003014425657940734 0.001102449638351317 0.0010543880053052544 0.0012748571938214868 0.00050672768158417213 0.0013874912981511811 0.0011533116021956382 0.001331508829260178 0.0014070354295388091 0.0014770296317436823 0.0017674468951829846 0.0013965334144748097 0.001496355820510131
leaf_weight=80 76 95 92 60 65 64 52 72 60 71 54 54 57 81 91 53 73 94 60 56 133 58 62 364 95 52 137 634
leaf_count=80 76 95 92 60 65 64 52 72 60 71 54 54 57 81 91 53 73 94 60 56 133 58 62 364 95 52 137 634
internal_value=0 0.000807088 0.00140378 0.00108455 0.00138452 0.00119708 0.000665801 0.00102178 0.000760692 0.00141641 0.00144538 0.000822776 0.000606012 0.00134796 0.00137707 0.000480097 0.0012621 0.000947284 0.00147282 0.000366744 0.00140225 0.00131656 0.00120175 0.00143815 0.00148486 0.00158 0.00146809 0.00147866
internal_weight=0 676 2319 228 2227 324 448 190 340 1903 134 118 186 860 717 110 168 154 1043 108 646 191 143 455 983 147 836 771
internal_count=2995 676 2319 228 2227 324 448 190 340 1903 134 118 186 860 717 110 168 154 1043 108 646 191 143 455 983 147 836 771
is_linear=0
shrinkage=0.0032998


Tree=5939
num_leaves=15
num_cat=0
split_feature=4 9 48 48 0 48 0 41 4 2 0 0 130 4
split_gain=0.614456 0.327754 0.195504 0.257061 0.245872 0.324203 0.264913 0.233388 0.188608 0.183731 0.201798 0.169142 0.160297 0.0965561
threshold=0.31392000000000003 -1.0000000180025095e-35 -0.089609999999999981 -0.024949999999999996 -0.14920999999999998 0.083540000000000017 -0.13843999999999998 0.081500000000000017 -0.0060699999999999999 0.11543500000000002 -0.16423499999999996 -0.06537999999999998 -0.071894999999999973 0.41939500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 8 12 -6 13 -11 -12 -8 -2
right_child=9 2 3 4 6 -7 7 -9 -10 10 11 -13 -14 -15
leaf_value=-0.0039977439866523022 0.00023070554181151733 0.019717469463626073 -0.00042204823296273445 0.023450086112130644 -0.0060663272570234943 0.0083462860323689821 0.016448717807645785 -0.00025013460002367284 0.0080609942831934185 -0.010637410395438598 0.0074618273826373644 -0.0048767271908030244 0.0094893560851622705 0.0094330400763082915
leaf_weight=52 52 52 75 81 54 81 99 67 53 55 66 60 2061 87
leaf_count=52 52 52 75 81 54 81 99 67 53 55 66 60 2061 87
internal_value=0 0.00920821 0.00947069 0.00926275 0.00955448 0.0159093 0.00911263 0.00950571 0.000914528 0.00139841 -0.00212807 0.00157207 0.00980916 0.00600337
internal_weight=0 2675 2623 2571 2496 162 2334 2227 107 320 181 126 2160 139
internal_count=2995 2675 2623 2571 2496 162 2334 2227 107 320 181 126 2160 139
is_linear=0
shrinkage=0.16829


Tree=5940
num_leaves=18
num_cat=0
split_feature=4 2 12 1375 15 14 43 4 2 13 12 4 49 16 43 43 49
split_gain=15.5305 5.22998 3.23286 1.58151 1.48136 1.21174 1.11597 1.08876 1.05222 0.851868 0.797141 0.780968 0.724972 0.679231 0.558934 0.263592 0.230486
threshold=0.27998000000000006 0.153865 -1.0000000180025095e-35 -0.10702499999999998 -0.41725999999999991 0.020750000000000005 -0.049999999999999996 -0.0048949999999999992 0.10393500000000001 -0.0094049999999999984 0.087605000000000002 -0.22295999999999996 -0.038669999999999989 -0.53342999999999996 -0.029255 -0.11248999999999999 0.10794500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 6 8 -2 9 10 -1 11 -5 -10 -6 -9 -12 -14
right_child=4 -3 3 5 13 -7 -8 14 12 -11 15 -13 16 -15 -16 -17 -18
leaf_value=0.00099675604280364443 0.00044649651994228666 0.00028011747132827288 0.00079812251111500824 0.001810714711128698 0.00045884676258922468 0.0017354022844420461 0.00096141669545579569 0.0009088723431762381 0.00081875937010735455 0.00042472344639744695 0.0011895214711334216 0.0014274196488065999 0.0012950871047549919 -3.9707803809188543e-06 0.0013491665552682389 0.0013404487561114048 0.0010807924878970757
leaf_weight=57 86 55 56 64 87 91 99 57 52 57 152 692 230 57 72 902 75
leaf_count=57 86 55 56 64 87 91 99 57 52 57 152 692 230 57 72 902 75
internal_value=0 0.00128771 0.00130937 0.00134743 0.000526771 0.00136104 0.000722239 0.000946814 0.0013453 0.000711049 0.00137771 0.00145991 0.00118088 0.000275404 0.00115489 0.00131872 0.00124251
internal_weight=0 2612 2557 2314 329 2258 185 243 2167 114 1810 756 357 144 129 1054 305
internal_count=2941 2612 2557 2314 329 2258 185 243 2167 114 1810 756 357 144 129 1054 305
is_linear=0
shrinkage=0.0032998


Tree=5941
num_leaves=23
num_cat=0
split_feature=2 12 12 4 403 41 13 0 13 13 2 15 15 0 1209 12 39 159 159 0 12 42
split_gain=0.542578 0.279291 0.301485 0.463098 0.43477 0.32164 0.290099 0.449793 0.32659 0.264348 0.37634 0.251583 0.45909 0.396977 0.232132 0.19601 0.140035 0.131119 0.223729 0.133445 0.127944 0.11943
threshold=0.30739000000000005 -1.0000000180025095e-35 0.087135000000000004 -0.39175499999999991 -0.0048499999999999993 0.077300000000000021 -0.0094049999999999984 -0.037444999999999992 0.0040450000000000009 -0.08811999999999999 0.084785000000000013 0.086480000000000015 -0.0070899999999999991 -0.088724999999999984 -0.032114999999999998 0.085655000000000023 0.08950000000000001 0.08894500000000001 0.0043550000000000004 -0.075804999999999997 -0.094269999999999979 -0.095444999999999988
decision_type=2 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 9 14 7 16 -8 -5 -11 12 15 -14 -4 -6 20 18 21 -19 -1 -16
right_child=-2 2 5 4 11 -7 8 -9 -10 10 -12 -13 13 -15 17 -17 -18 19 -20 -21 -22 -23
leaf_value=0.0016854260836352089 -0.0090949084130842652 0.022904282787425019 -0.0014677245394036724 0.027193703616797984 0.0079601098963966634 -0.0056328404378084493 -0.010071569136003792 0.020936856060802426 0.00709148751656399 0.019572358706387922 0.0017991068659337147 0.016588945894448159 -0.013164395465681556 0.0048701185575045847 0.01355119622202049 0.017764724280340888 -0.0010572325725787209 0.0076948248321626759 0.019446835251607425 -0.0030858205214811486 0.013215549216608176 0.0077064917666487378
leaf_weight=53 53 85 74 52 399 53 73 53 55 94 53 84 52 103 110 68 98 77 53 56 57 1086
leaf_count=53 53 85 74 52 399 53 73 53 55 94 53 84 52 103 110 68 98 77 53 56 57 1086
internal_value=0 0.00807253 0.00872605 0.0110116 0.00989264 0.00722539 0.00386957 0.00708987 -0.00268278 0.0168483 0.0131765 0.0079295 0.00675716 -0.00116858 0.00769467 0.00939161 0.00355291 0.00818658 0.0087223 0.0031421 0.00767646 0.00824555
internal_weight=0 2888 2499 990 905 1509 389 261 128 199 147 706 622 155 1456 467 208 1382 1249 133 110 1196
internal_count=2941 2888 2499 990 905 1509 389 261 128 199 147 706 622 155 1456 467 208 1382 1249 133 110 1196
is_linear=0
shrinkage=0.16829


Tree=5942
num_leaves=33
num_cat=0
split_feature=12 2 2 16 2 31 2 12 16 3 16 0 3 1210 2 42 51 0 0 0 3 16 0 2 2 3 42 0 42 42 42 16
split_gain=20.0473 7.68928 4.15303 2.93809 1.83434 1.86962 3.89715 1.53152 1.51853 1.24617 0.971091 0.938915 0.806576 0.7056 0.661922 0.651708 0.461315 0.354572 0.36537 0.33386 0.2771 0.236352 0.351015 0.307454 0.223657 0.215228 0.167546 0.166299 0.158376 0.137287 0.195206 0.199108
threshold=0.056995000000000011 0.13501500000000002 0.14561000000000004 0.11160500000000002 -0.087809999999999985 -0.0049949999999999986 0.099345000000000017 0.086815000000000017 -0.24404999999999996 0.086845000000000019 0.0060400000000000011 -0.12851999999999997 -0.115685 -0.0061249999999999994 0.088435000000000014 0.090115000000000015 -0.14025999999999997 0.035525000000000008 -0.077809999999999976 -0.071299999999999988 -0.085674999999999987 -0.019749999999999993 -0.08155999999999998 0.085155000000000022 0.11702000000000001 -0.0037099999999999998 0.084145000000000011 -0.09633499999999999 0.090045000000000014 -1.0000000180025095e-35 0.08400500000000001 -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=2 7 3 4 -1 -6 9 13 20 25 12 24 -10 -2 15 -12 -5 18 -16 -13 -9 29 23 -23 -8 -7 -25 -14 -29 -15 -31 -32
right_child=1 -3 -4 16 5 6 11 8 10 -11 14 19 27 21 17 -17 -18 -19 -20 -21 -22 22 -24 26 -26 -27 -28 28 -30 30 31 -33
leaf_value=0.00051047699036577902 0.0021868811131912705 0.00062453221891866327 0.00040070187154375931 0.0014253959398327083 0.0006309194804852259 0.0016558527506277357 0.0008963259342974994 0.0011588291103817449 0.0021669315636772533 0.0012142829436838044 0.0010909700302750641 0.0013605101015307481 0.0015662318367950733 0.0018858018748139794 0.0017723332260360326 0.0015611098258950782 0.0018566200357003348 0.0018542955692346669 0.001482242314477227 0.0010054052107382101 0.001472630084401831 0.0020222602340036824 0.0021469765183702795 0.0016078466500908141 0.00063967569249245935 0.0019495040699066689 0.0018431045363422531 0.0017873148854288311 0.0016883846577780113 0.0015332671354171261 0.0019315638036503037 0.0016546199616270377
leaf_weight=58 70 71 88 52 71 61 97 59 52 63 52 60 59 67 78 87 59 80 129 58 68 71 52 57 62 54 92 552 287 54 54 67
leaf_count=58 70 71 88 52 71 61 97 59 52 63 52 60 59 67 78 87 59 80 129 58 68 71 52 57 62 54 92 552 287 54 54 67
internal_value=0 0.00169322 0.00107668 0.00116222 0.00106851 0.00112998 0.00120778 0.00172956 0.00167362 0.00158905 0.00170558 0.000962647 0.00176459 0.00187347 0.0015739 0.00138548 0.00165492 0.00166504 0.00159172 0.00118627 0.00132713 0.00183072 0.00189905 0.00184029 0.00079647 0.00179405 0.00175334 0.00174125 0.00175352 0.00175378 0.00170303 0.00177851
internal_weight=0 2158 783 695 584 526 455 2087 1503 178 1376 277 950 584 426 139 111 287 207 118 127 514 272 220 159 115 149 898 839 242 175 121
internal_count=2941 2158 783 695 584 526 455 2087 1503 178 1376 277 950 584 426 139 111 287 207 118 127 514 272 220 159 115 149 898 839 242 175 121
is_linear=0
shrinkage=0.0032998


Tree=5943
num_leaves=16
num_cat=0
split_feature=1 123 41 48 0 1447 0 1 1 48 0 159 376 15 1
split_gain=0.526553 0.29893 0.184157 0.205626 0.28671 0.258251 0.410843 0.258964 0.28256 0.183368 0.151593 0.141029 0.143581 0.132887 0.26429
threshold=0.14860500000000001 1.0000000180025095e-35 0.086260000000000017 0.093225000000000016 -0.067664999999999989 -0.083839999999999984 -0.085424999999999987 0.13418500000000003 0.10932500000000002 0.088005000000000014 -0.061674999999999994 0.078065000000000009 0.084545000000000009 -0.084904999999999994 0.092755000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 13 6 -1 8 9 -7 -10 12 -3 14 -5
right_child=-2 11 -4 4 -6 7 -8 -9 10 -11 -12 -13 -14 -15 -16
leaf_value=0.008565518307301399 -0.006027182507246878 -0.0044618325224878956 0.016403794756351637 0.0097147268047285146 -0.007317311815207706 0.0082300691741196211 0.027448518658853553 0.020033848223730923 -0.0021115585425969716 0.016483548975166025 0.0083325957165479841 0.0089121478649540758 0.0056494079971292155 0.012927685839067258 -0.0052703400007019785
leaf_weight=86 78 100 81 82 53 1853 53 52 114 80 60 63 66 64 56
leaf_count=86 78 100 81 82 53 1853 53 52 114 80 60 63 66 64 56
internal_value=0 0.00797417 0.00848144 0.00822938 0.00368324 0.00873307 0.0157784 0.00827864 0.00798768 0.00857258 0.00147955 0.00213163 -0.000430878 0.00657842 0.00362081
internal_weight=0 2863 2634 2553 255 2298 139 2159 2107 1933 174 229 166 202 138
internal_count=2941 2863 2634 2553 255 2298 139 2159 2107 1933 174 229 166 202 138
is_linear=0
shrinkage=0.16829


Tree=5944
num_leaves=24
num_cat=0
split_feature=2 2 2 2 150 12 14 0 12 40 12 0 40 160 160 52 0 12 12 52 0 12 12
split_gain=12.1588 6.0634 3.17137 1.57445 1.67634 1.5115 1.03468 1.08337 1.03451 0.970771 0.95985 0.910975 0.610813 0.576009 0.439931 0.607193 0.42457 0.322108 0.208537 0.154332 0.154232 0.143554 0.0797252
threshold=0.11666500000000002 -1.0000000180025095e-35 0.16002500000000003 0.099845000000000003 0.082085000000000019 -0.012249999999999999 0.064610000000000015 -0.22480499999999998 -1.0000000180025095e-35 -0.0099849999999999991 0.090335000000000013 -0.15029999999999996 -0.076799999999999993 -0.0033249999999999994 -0.52742999999999995 0.091160000000000005 -0.072924999999999976 0.084535000000000013 0.095110000000000014 -0.057374999999999995 -0.080499999999999988 0.091065000000000021 0.096425000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 6 8 12 7 -3 -5 -2 14 -11 -1 -13 -9 -16 21 -10 -18 -15 -19 -12 -22
right_child=2 3 -4 4 -6 -7 -8 10 17 11 16 13 -14 19 15 -17 18 20 -20 -21 22 -23 -24
leaf_value=0.00057014179998970754 0.00031240161376765619 0.00075057367596574631 -3.2876772984421996e-05 0.00067349227888169251 0.0005220155313159381 0.00091898821482247267 0.0015909264042178268 0.0015761094924333214 0.0013692546439561066 0.00040294348539531173 0.0010123917841419938 0.00061970253402425632 0.00010107538391615396 0.001133300934920714 0.0012998857551145726 0.0010667271852538747 0.00083396810961701602 0.00096056085367750613 0.0010721406809836339 0.00089755442959781127 0.001244824856143486 0.0011946230174142551 0.001096315864680814
leaf_weight=71 65 55 89 55 67 98 81 54 68 58 56 64 53 58 893 143 66 60 110 69 74 431 103
leaf_count=71 65 55 89 55 67 98 81 54 68 58 56 64 53 58 893 143 66 60 110 69 74 431 103
internal_value=0 0.00113375 0.000516576 0.0011837 0.00100228 0.00061247 0.00122469 0.00120826 0.00109157 0.000672425 0.0012226 0.000766265 0.000369938 0.000876409 0.00128305 0.00126774 0.00112317 0.00116684 0.000983026 0.0010055 0.00110861 0.00117374 0.0011586
internal_weight=0 2538 403 2316 427 222 1889 1808 360 314 1753 249 124 191 1090 1036 663 305 176 127 237 487 177
internal_count=2941 2538 403 2316 427 222 1889 1808 360 314 1753 249 124 191 1090 1036 663 305 176 127 237 487 177
is_linear=0
shrinkage=0.0032998


Tree=5945
num_leaves=23
num_cat=0
split_feature=34 13 43 15 0 1 0 43 15 147 14 4 43 15 13 0 15 43 13 15 43 0
split_gain=0.461841 0.401746 0.384079 0.247699 0.34453 0.228241 0.341083 0.342252 0.221553 0.224197 0.226643 0.403292 0.228411 0.195941 0.177334 0.129028 0.213302 0.156639 0.160082 0.101305 0.0975495 0.0888055
threshold=-0.066379999999999981 -0.092844999999999997 -0.083284999999999984 0.088060000000000013 -0.083144999999999983 0.099440000000000014 -0.14164999999999997 0.086765000000000023 0.087325000000000014 0.091170000000000015 -0.07279999999999999 0.31392000000000003 -0.45013999999999993 -0.082809999999999981 -0.097709999999999977 -0.071879999999999986 0.11129500000000002 -0.0046399999999999992 -0.066634999999999986 0.096540000000000015 -0.082204999999999986 -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
left_child=2 5 -1 8 19 6 -2 14 9 10 -3 12 -12 -7 -8 17 -17 20 -19 -5 -6 -22
right_child=1 3 -4 4 15 13 7 -9 -10 -11 11 -13 -14 -15 -16 16 -18 18 -20 -21 21 -23
leaf_value=-0.01451756668549403 0.016859031167508594 0.015649088137485161 0.0053075955135112162 0.021945154390550069 0.0046517615243935346 0.001488439922013659 -0.010648187366628956 0.012312368613047598 -0.0035112171311728287 -0.0034373799196970533 -0.0024718840544816116 -0.0031438377750987964 0.0081835950897759021 -0.010868294215787474 0.0027354715659846421 0.019221107505587358 0.0071867394226307994 0.0076721579422188062 -0.0048306471521073983 0.012925820150069317 0.016741349849108609 0.0074835860112222596
leaf_weight=52 56 93 59 81 75 103 54 57 56 54 59 102 1474 56 58 73 99 60 56 65 64 56
leaf_count=52 56 93 59 81 75 103 54 57 56 54 59 102 1474 56 58 73 99 60 56 65 64 56
internal_value=0 0.00709079 -0.00396368 0.0078792 0.0107669 0.00202096 0.00547272 0.00168911 0.00689001 0.00721788 0.0075519 0.00709022 0.00777233 -0.00285232 -0.00370132 0.00859428 0.0123048 0.00653639 0.00162083 0.017942 0.0094513 0.012436
internal_weight=0 2851 111 2467 629 384 225 169 1838 1782 1728 1635 1533 159 112 483 172 311 116 146 195 120
internal_count=2962 2851 111 2467 629 384 225 169 1838 1782 1728 1635 1533 159 112 483 172 311 116 146 195 120
is_linear=0
shrinkage=0.16829


Tree=5946
num_leaves=23
num_cat=0
split_feature=97 15 3 160 12 16 2 1455 12 160 133 13 133 15 3 12 42 15 160 15 43 2
split_gain=0.343795 0.306554 0.305595 0.870499 0.265068 0.204275 0.201531 0.17258 0.201722 0.182125 0.170729 0.151114 0.139259 0.117949 0.118722 0.229837 0.125085 0.109846 0.0851315 0.0825164 0.0703421 0.0586362
threshold=-0.049229999999999996 0.084985000000000019 -0.12077499999999998 -0.014214999999999998 0.080635000000000012 0.035560000000000008 -0.0098549999999999974 0.090900000000000022 -0.098524999999999988 -0.44494499999999998 -0.14785999999999996 0.0040450000000000009 0.0089800000000000019 0.092365000000000017 -0.086064999999999989 0.086625000000000021 -0.087724999999999984 0.095010000000000025 -0.42178999999999994 -0.090699999999999989 -0.062434999999999997 0.088065000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 19 -4 8 -8 -10 -11 13 -13 14 16 -16 -6 -15 -19 -5 -20 -17
right_child=1 4 6 5 11 -7 7 -9 9 10 -12 12 -14 17 15 21 -18 18 20 -21 -22 -23
leaf_value=-0.0062621757547613038 -0.017249288454293618 0.019525831232464819 -0.0020562147371016902 0.0048257472422156278 0.0088185618317349283 0.011125378768311475 0.013598961603347327 0.013643765249386113 0.01371089110615935 0.010785606891111181 0.0040859279551278454 -0.0019715783215482345 0.0078839279138803262 -0.00056592569000750708 -1.7377135919563659e-07 0.013999640436511572 0.019495005833060419 0.013858889070977338 0.0017658186112111895 -0.0046097504932607397 0.0082949307632657013 0.0071385106806234394
leaf_weight=68 67 57 95 52 55 86 83 78 66 118 1288 80 82 53 64 114 74 53 68 53 155 53
leaf_count=68 67 57 95 52 55 86 83 78 66 118 1288 80 82 53 64 114 74 53 68 53 155 53
internal_value=0 0.00583129 0.00465809 -0.000738376 0.00839534 0.005044 0.00546486 0.0059035 0.00551408 0.00505699 0.00464948 0.00764771 0.00300592 0.00873649 0.0108487 0.00854671 0.014957 0.0064198 0.00776777 4.59571e-05 0.00631205 0.0118329
internal_weight=0 2894 1986 258 908 191 1728 1633 1555 1472 1406 851 162 689 360 231 129 329 276 105 223 167
internal_count=2962 2894 1986 258 908 191 1728 1633 1555 1472 1406 851 162 689 360 231 129 329 276 105 223 167
is_linear=0
shrinkage=0.16829


Tree=5947
num_leaves=21
num_cat=0
split_feature=4 13 123 14 4 49 4 484 13 51 14 484 52 10 123 158 49 42 16 4
split_gain=9.73733 3.17126 2.68751 1.17074 1.11176 0.84597 0.668114 0.602222 1.32138 0.578443 0.506779 0.311534 0.267011 0.257513 0.238533 0.201399 0.18408 0.184016 0.168158 0.186729
threshold=0.31392000000000003 -0.16392499999999996 0.080635000000000012 0.073890000000000011 0.024470000000000002 -0.044559999999999995 0.055765000000000002 0.085515000000000022 -0.011514999999999999 0.087425000000000017 -0.45687499999999998 -0.07742499999999998 -0.037619999999999994 -1.0000000180025095e-35 0.085110000000000005 0.019155000000000002 -0.088164999999999979 -0.14592499999999997 -0.43708999999999992 0.42642000000000008
decision_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 5 9 -6 17 -9 16 -2 -8 -1 -12 -4 -13 -3 -7 19 -15
right_child=10 2 14 -5 6 7 11 8 -10 -11 13 15 -14 18 -16 -17 -18 -19 -20 -21
leaf_value=0.00029194031136079004 0.00066045167556792392 0.0011120475153829951 0.00040613363767145149 0.0014399915465540647 0.00059457133648912119 0.0013128223242163414 0.0011843617503366629 0.0011226033444940978 0.00052309401299137446 0.00058303329575908644 0.00012895584644266852 0.00084091266818714849 0.0006219012778767778 0.00034164062751360715 0.00069274840944805432 0.0010515938866120335 0.00085532259280708851 0.0011147343617145626 0.00024722006858110649 0.0005844284008133607
leaf_weight=54 67 65 52 86 72 55 52 118 61 56 52 179 54 76 84 71 61 1519 63 65
leaf_count=54 67 65 52 86 72 55 52 118 61 56 52 179 54 76 84 71 61 1519 63 65
internal_value=0 0.00101159 0.00103523 0.00106087 0.00104673 0.00107865 0.000881519 0.00110095 0.000918498 0.000863616 0.00040441 0.000949814 0.000457247 0.000337261 0.000583419 0.000900887 0.00098804 0.00112168 0.000390186 0.000453814
internal_weight=0 2639 2531 2395 2309 1935 374 1753 179 182 323 302 108 256 136 250 126 1574 204 141
internal_count=2962 2639 2531 2395 2309 1935 374 1753 179 182 323 302 108 256 136 250 126 1574 204 141
is_linear=0
shrinkage=0.0032998


Tree=5948
num_leaves=26
num_cat=0
split_feature=1 4 4 12 1 12 4 1 41 4 4 1 43 12 43 47 160 4 43 160 42 15 12 43 4
split_gain=31.2634 3.66164 3.42433 2.1234 1.95492 2.39362 1.30004 0.838383 0.836676 0.853692 1.01709 0.818874 0.718389 0.690447 0.454097 0.450175 0.428324 0.327225 0.326231 0.197183 0.166524 0.148899 0.127174 0.0815816 0.0269185
threshold=0.10921500000000002 0.31392000000000003 0.043640000000000005 0.085075000000000026 0.092395000000000019 0.087215000000000015 0.31392000000000003 0.122075 0.075585000000000013 -0.49911499999999992 -0.15615999999999999 0.12000500000000001 -1.0000000180025095e-35 0.097240000000000007 -0.072364999999999985 0.07813500000000001 0.049100000000000012 0.060575000000000011 -0.14595999999999995 0.088340000000000016 0.089785000000000018 0.096015000000000017 -0.042789999999999988 -0.079824999999999993 -0.078454999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 8 12 13 -5 9 -1 -11 -3 -6 17 -13 -2 18 -4 -12 -18 23 24 -16 -19 -7
right_child=1 11 6 7 5 21 -8 -9 -10 10 16 14 -14 -15 22 -17 19 20 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0021290130198414535 0.00066766795296336072 0.00079891915007322277 0.0013455562418209096 0.0016322090246052789 0.00095206134552920619 0.0018689638198216732 0.00092583416849208297 0.0010743854096233196 0.0020990254968546039 0.0012958782981600998 0.0019117070798079614 0.00018749288824932819 0.0014270600113425584 0.0011974611591708945 0.00041925352839303936 0.00104644772851871 0.0020738884693010063 0.0015946523563105271 0.0017215434268180757 0.001835820881603448 0.001467680516696929 0.0016164004161323613 0.00064081021242546525 0.0017749845017787297 0.001751477649606332
leaf_weight=66 96 81 61 69 76 59 57 52 84 54 111 69 65 78 60 54 57 55 1202 137 52 77 56 71 63
leaf_count=66 96 81 61 69 76 59 57 52 84 54 111 69 65 78 60 54 57 55 1202 137 52 77 56 71 63
internal_value=0 0.000797079 0.00167716 0.00106716 0.00173018 0.00150097 0.00138631 0.00139277 0.00177571 0.00175899 0.00174333 0.000521788 0.00117128 0.00146899 0.00040026 0.000804264 0.00175934 0.00155746 0.00173765 0.00190595 0.00162989 0.0017344 0.000526516 0.00169655 0.00180858
internal_weight=0 537 2425 271 2051 340 374 121 1711 1627 1561 266 141 317 185 150 1507 239 1313 194 178 199 116 126 122
internal_count=2962 537 2425 271 2051 340 374 121 1711 1627 1561 266 141 317 185 150 1507 239 1313 194 178 199 116 126 122
is_linear=0
shrinkage=0.0032998


Tree=5949
num_leaves=23
num_cat=0
split_feature=1 4 3 14 0 0 4 12 4 1 4 3 12 4 11 0 0 48 43 12 0 12
split_gain=14.3183 2.70699 1.82504 1.11005 1.38815 0.872454 0.940326 1.48382 0.8637 0.667904 0.563986 0.48926 0.471813 0.307667 0.268002 0.260861 0.207088 0.202183 0.215925 0.175416 0.109027 0.0998707
threshold=0.10921500000000002 0.31392000000000003 -0.069049999999999986 0.073890000000000011 -0.12368999999999998 -0.076384999999999995 -0.40515499999999993 0.085945000000000008 0.0014100000000000002 0.14646500000000004 0.08920500000000002 0.3148450000000001 -1.0000000180025095e-35 0.024470000000000002 0.079225000000000004 -0.060094999999999989 -0.13955999999999996 -0.0020199999999999997 -0.14386499999999997 0.090285000000000018 0.051660000000000005 -0.085124999999999992
decision_type=2 2 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 8 13 14 -8 -1 11 -2 12 21 17 20 -9 -14 -6 -19 -15 -7 -4
right_child=2 -3 9 -5 5 6 7 15 -10 -11 -12 -13 16 19 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.0006898848858313051 0.0011153953654457949 0.0004805458132111097 0.00055483394506032559 0.0015580667670293646 0.0014768913721319521 0.0015305272351367411 0.00063111225926701093 0.0011748387001234955 0.0011412577384918034 0.00020454420167255005 0.00071492591195372135 0.00025887085242383694 0.00062031317498853207 0.0012209171853370181 0.001156318984317028 0.00097793364523034252 0.00090008227875878002 0.0014175044685402613 0.0012592677438128354 0.0010019797525344775 0.0013139947809001325 0.00036798583534631028
leaf_weight=91 71 57 69 96 58 57 80 296 95 80 85 54 60 102 66 101 58 107 1096 70 53 60
leaf_count=91 71 57 69 96 58 57 80 296 95 80 85 54 60 102 66 101 58 107 1096 70 53 60
internal_value=0 0.00119218 0.000596531 0.00120929 0.00119454 0.00121895 0.00111851 0.0010421 0.000920614 0.000473241 0.000897417 0.000544539 0.00060685 0.00126469 0.00132539 0.00112483 0.000758125 0.00128276 0.00127337 0.00113202 0.00142652 0.000468201
internal_weight=0 2425 537 2368 2272 2086 653 477 186 381 156 301 247 1433 176 397 118 1261 1203 172 110 129
internal_count=2962 2425 537 2368 2272 2086 653 477 186 381 156 301 247 1433 176 397 118 1261 1203 172 110 129
is_linear=0
shrinkage=0.0032998


Tree=5950
num_leaves=25
num_cat=0
split_feature=1 148 48 14 15 52 41 14 132 49 51 43 160 160 42 52 43 48 1 132 15 483 52 1
split_gain=0.492515 0.365655 0.359812 0.308511 0.280606 0.694807 0.226217 0.200507 0.191969 0.197627 0.230613 0.36521 0.194101 0.201728 0.141796 0.222205 0.156546 0.127144 0.111521 0.0878664 0.08314 0.0798111 0.0555011 0.0544204
threshold=0.095920000000000019 -0.064274999999999985 0.11001500000000002 0.064610000000000015 -0.094389999999999988 -0.075329999999999994 0.081500000000000017 -1.0000000180025095e-35 -0.014634999999999999 -0.07278999999999998 0.089040000000000022 -0.0039049999999999992 0.10446500000000002 0.08431000000000001 0.081605000000000025 -0.054584999999999995 -0.078734999999999986 0.086895000000000014 0.12000500000000001 -0.08410999999999999 -0.040769999999999994 -0.22085999999999997 0.087275000000000005 0.13891000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 -3 8 -7 19 17 12 -12 13 -11 15 20 -16 -10 -9 22 -6 -14 -1 -20
right_child=1 2 -4 -5 14 7 -8 18 9 10 11 -13 21 -15 16 -17 -18 -19 23 -21 -22 -23 -24 -25
leaf_value=0.0091529046873482928 -0.0062777634240684293 -0.017058412709267071 0.015407738695629924 0.01947780784850563 0.003346028434251508 0.011612888300881948 -0.0017612816426369367 0.0067184373193135928 0.010813870916250926 0.0091621902268662469 0.008480594549124823 -0.0083615443036237237 0.0069535556146952723 0.019597402757680054 0.0043737193483869572 -0.0022020564964035853 0.015933444613781843 0.021461820153824394 -0.0061049622137278759 0.019451185784086448 0.011772660168749954 -0.0019410007100569625 0.016161656537848068 0.001574070731239165
leaf_weight=84 77 52 98 86 52 75 52 63 80 1309 98 58 55 55 53 80 91 54 52 66 95 59 54 52
leaf_count=84 77 52 98 86 52 75 52 63 80 1309 98 58 55 55 53 80 91 54 52 66 95 59 54 52
internal_value=0 0.00476372 0.00588036 0.00958716 0.00447362 0.00058362 0.00916602 0.00438189 0.00945507 0.00888838 0.00837639 0.00220726 0.00902631 0.00958428 0.00755142 0.00491732 0.0116913 0.0151182 0.00112368 0.0143576 0.00880403 0.00233447 0.0119085 -0.00224817
internal_weight=0 840 763 2110 665 294 2024 242 1972 1768 1634 156 1478 1364 371 227 144 134 167 204 147 114 138 104
internal_count=2950 840 763 2110 665 294 2024 242 1972 1768 1634 156 1478 1364 371 227 144 134 167 204 147 114 138 104
is_linear=0
shrinkage=0.16829


Tree=5951
num_leaves=18
num_cat=0
split_feature=12 3 15 15 14 0 12 42 3 12 12 151 15 150 0 13 15
split_gain=7.59157 3.58523 1.76753 1.71914 1.42491 2.00258 1.43918 0.843161 0.815759 1.06662 0.87217 0.598992 0.832247 0.590191 0.79607 0.507669 0.0340768
threshold=-1.0000000180025095e-35 0.25089000000000006 -0.38214499999999996 -0.26361999999999991 0.020750000000000005 -0.10998999999999999 0.11755500000000001 -0.0047199999999999994 -0.15500999999999998 0.093405000000000016 0.083815000000000014 -0.063719999999999985 -0.0044499999999999991 0.08486500000000001 -0.076734999999999984 -0.079199999999999979 -0.10566999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 15 5 11 8 -5 9 -7 -10 -4 16 14 -9 -1 -13
right_child=1 -3 4 7 -6 6 -8 13 10 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=0.00053572039135887949 0.00071133968525314282 0.00034636431433503429 0.00063662663200119893 0.001109246518840948 0.0015976357119228408 0.00064943257801270554 0.00080921538756652397 0.0010455528623612674 0.0014560525486364665 0.0012995303429556629 0.0012222254788870136 0.0012061398608290074 0.0006604541054494301 0.00042014243904433168 0.00054372595602954102 0.00011854232586857525 0.0010837887160045439
leaf_weight=76 86 58 70 79 92 59 93 77 196 52 1660 67 55 57 63 55 55
leaf_count=76 86 58 70 79 92 59 93 77 196 52 1660 67 55 57 63 55 55
internal_value=0 0.00115823 0.00117716 0.000672608 0.00119385 0.00117773 0.00121144 0.000820459 0.00123044 0.0009543 0.00124694 0.000896414 0.000998956 0.000704472 0.000819982 0.000360838 0.00115127
internal_weight=0 2543 2485 407 2399 2307 2060 276 1967 111 1856 247 177 197 140 131 122
internal_count=2950 2543 2485 407 2399 2307 2060 276 1967 111 1856 247 177 197 140 131 122
is_linear=0
shrinkage=0.0032998


Tree=5952
num_leaves=26
num_cat=0
split_feature=1 133 402 43 14 0 13 47 2 43 47 0 160 14 49 4 47 0 4 13 4 0 123 52 0
split_gain=0.39057 0.395456 0.334497 0.665916 0.339112 0.366311 0.609773 0.301003 0.473635 0.293967 0.291039 0.295571 0.324336 0.28669 0.321286 0.24097 0.223847 0.207576 0.206204 0.166092 0.165944 0.163837 0.161413 0.115239 0.0711684
threshold=0.10398500000000001 0.086975000000000011 0.09253500000000002 -0.025079999999999995 0.056865000000000006 0.040570000000000002 0.022635000000000006 0.078345000000000012 1.0000000180025095e-35 -0.049999999999999996 0.077735000000000012 -0.10462499999999998 0.08431000000000001 -0.10523499999999998 -0.056909999999999995 0.015030000000000002 0.09550500000000002 0.0088250000000000012 0.059230000000000012 -0.070339999999999986 -0.000195 -0.086554999999999979 0.086870000000000017 -1.0000000180025095e-35 -0.091694999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 -4 5 10 -7 9 -9 23 11 12 18 -11 -15 20 -12 -16 -1 -17 -13 -5 -3 -2 -18
right_child=1 22 3 21 -6 6 -8 8 -10 13 16 15 -14 14 17 19 24 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.01224625977309865 -0.0089491983581854312 -0.011720599666080047 0.029521639691474994 0.0031504356506551093 0.018403925441725165 0.0078054196945694845 -0.014993874824891852 0.019624204015398213 0.00082446448005190709 0.017216738754695444 0.020760329801074565 0.0084095267130528152 0.0091970727883295238 0.014012339161977071 -0.0049130988732707156 0.0079817350938058661 0.014042947309086217 0.0076949348368824328 0.0024385702117918221 -0.0030369191980724845 0.015384158807091168 0.014058136829422948 0.0013296186665742679 0.0015040285973450303 0.0058592093905279448
leaf_weight=54 59 55 63 73 85 89 53 94 64 55 85 1182 81 61 102 71 55 58 54 85 106 85 52 60 69
leaf_count=54 59 55 63 73 85 89 53 94 64 55 85 1182 81 61 102 71 55 58 54 85 106 85 52 60 69
internal_value=0 0.00399458 0.00864684 0.0148795 0.00798023 0.00753274 -0.000691524 0.00580816 0.0120205 0.00331868 0.00816773 0.00740863 0.00113941 0.00633565 0.00361956 0.00822794 0.0140903 -0.000331458 -0.00488721 0.00196646 0.00898492 0.00902987 -0.00536165 -0.00366357 0.00950358
internal_weight=0 660 2290 221 2069 1984 142 553 158 395 1842 1633 189 276 221 1444 209 160 108 156 1288 158 107 119 124
internal_count=2950 660 2290 221 2069 1984 142 553 158 395 1842 1633 189 276 221 1444 209 160 108 156 1288 158 107 119 124
is_linear=0
shrinkage=0.16829


Tree=5953
num_leaves=16
num_cat=0
split_feature=12 13 42 42 13 9 13 129 1209 13 1373 474 51 13 4
split_gain=0.31866 0.262914 0.289469 0.287398 0.257114 0.566547 0.253546 0.226618 0.203341 0.192808 0.178683 0.179497 0.171645 0.19704 0.155943
threshold=-1.0000000180025095e-35 -0.0094049999999999984 -0.0047199999999999994 0.086310000000000012 -0.17030499999999998 0.037245000000000007 -0.38538999999999995 0.010690000000000002 -0.08342999999999999 -0.083514999999999992 1.0000000180025095e-35 -0.091874999999999998 0.080840000000000009 -0.0021099999999999995 -0.032169999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 -2 7 -1 8 -6 -5 11 -10 13 -9 -13
right_child=4 2 -4 9 5 -7 -8 12 10 -11 -12 14 -14 -15 -16
leaf_value=0.0017205819348512371 -0.0012352124423366012 0.0037633894207755288 -0.011985479666464979 0.0045000354126073462 0.017085057221700162 0.023820545001445578 0.0158736516509154 0.005662524811794141 0.015147260291679192 -0.0088306782069942791 0.016055725598948363 0.0080251121199989561 0.0099871685817258474 -0.0063157166342186844 0.0050188054450384552
leaf_weight=62 102 65 67 75 61 58 86 69 73 52 63 1057 53 89 918
leaf_count=62 102 65 67 75 61 58 86 69 73 52 63 1057 53 89 918
internal_value=0 0.00194965 -0.00421674 0.00491605 0.00702783 0.00737385 0.0099568 0.0069728 0.00748455 -0.000944063 0.00720628 0.00693318 0.00169638 -0.00107334 0.00662866
internal_weight=0 407 132 275 2543 2441 148 2383 2172 127 2111 2048 211 158 1975
internal_count=2950 407 132 275 2543 2441 148 2383 2172 127 2111 2048 211 158 1975
is_linear=0
shrinkage=0.16829


Tree=5954
num_leaves=21
num_cat=0
split_feature=130 12 475 15 12 159 150 148 10 1429 394 160 43 15 4 4 12 50 160 15
split_gain=0.295076 0.352246 0.247711 0.307436 0.318424 0.222955 0.213607 0.297198 0.30964 0.222363 0.202253 0.173295 0.142857 0.274159 0.181731 0.139362 0.136153 0.116173 0.137532 0.104312
threshold=-0.012079999999999999 0.082165000000000016 -0.085684999999999997 0.085915000000000019 0.083815000000000014 -0.018754999999999997 0.10860500000000002 -0.07718499999999999 -0.084119999999999986 -0.070959999999999981 -0.083659999999999984 -0.026164999999999997 -0.082204999999999986 0.091435000000000002 -0.082199999999999981 -0.072004999999999986 0.084485000000000018 0.087155000000000024 -1.0000000180025095e-35 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 -1 17 6 -5 11 7 -4 -9 -10 -11 -6 13 -7 -14 -16 -8 18 -2 -3
right_child=2 19 3 4 5 12 16 8 9 10 -12 -13 14 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.012262246337985875 0.021491728336539184 0.006620663283694395 0.016268358022734006 0.01833003682279119 0.0056944919537255372 0.011164827125778279 -0.0069669817529907883 0.015960770182394796 0.012734214540414044 0.012381130701011642 0.0028382135661759837 -0.006520962301022038 0.017630600676653931 -0.0049833191848476337 0.0061979401055253019 0.013406278968074633 0.0037149035718350232 0.0058928040906740644 0.0095848082211498556 -0.0026278307479473588
leaf_weight=56 52 98 60 78 84 61 77 61 74 66 1400 54 72 58 257 109 60 60 60 53
leaf_count=56 52 98 60 78 84 61 77 61 74 66 1400 54 72 58 257 109 60 60 60 53
internal_value=0 -0.000855729 0.00572608 0.00531118 0.00812021 0.00697177 0.00410251 0.00462967 0.00419237 0.00372505 0.00326907 0.000901513 0.00847248 0.0032792 0.00987934 0.00834959 -0.00227567 0.0119176 0.0151291 0.00336261
internal_weight=0 207 2743 2571 773 695 1798 1661 1601 1540 1466 138 557 119 438 366 137 172 112 151
internal_count=2950 207 2743 2571 773 695 1798 1661 1601 1540 1466 138 557 119 438 366 137 172 112 151
is_linear=0
shrinkage=0.16829


Tree=5955
num_leaves=26
num_cat=0
split_feature=1 4 160 1 16 2 2 123 15 11 16 47 2 2 159 133 16 158 4 133 457 484 15 132 16
split_gain=0.544548 0.250706 0.27114 0.296944 0.404277 0.542851 0.358843 0.245239 0.347759 0.234043 0.219467 0.245171 0.205785 0.180708 0.624891 0.327849 0.312242 0.175537 0.159419 0.187771 0.118631 0.13909 0.124294 0.107132 0.0908303
threshold=0.13130500000000003 -0.49269499999999994 0.091625000000000026 0.092395000000000019 -0.33811499999999994 1.0000000180025095e-35 0.11523000000000001 0.088795000000000013 -0.2987999999999999 0.079225000000000004 0.052150000000000009 0.080075000000000021 0.10697500000000001 0.084525000000000003 -0.022294999999999995 0.075180000000000011 -0.080419999999999978 0.078875000000000015 0.043640000000000005 0.081310000000000007 0.084670000000000009 -0.11153499999999998 -0.073274999999999993 0.10240500000000001 0.0077850000000000011
decision_type=2 2 2 2 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 13 6 10 -5 8 -2 -1 11 -6 -7 14 -3 16 -16 18 23 -20 21 -4 -23 -15 -14
right_child=7 2 20 4 5 12 -8 -9 -10 -11 -12 -13 24 17 15 -17 -18 -19 19 -21 -22 22 -24 -25 -26
leaf_value=0.0160983224467111 -0.016880883049181106 -0.014458462228044764 0.0056349336054146576 0.015424624990505915 -0.0053578466778845179 -0.019018353758430827 -0.00070302625218732228 0.0034282167777518928 -0.00084024393949985005 0.0019310563365377011 0.008974025633820857 0.00778001721077194 -0.0022054777323399161 0.0057808422454147818 0.0014647924821424721 -0.0064707620465401117 0.01203324557578374 0.012556568421837392 -0.0058893615686467522 0.0066193459678856731 0.0014062964179371665 0.0093617813026947005 0.020480821608962415 -0.0016448776219327829 -0.011444065283141729
leaf_weight=89 73 62 96 76 131 52 80 72 81 53 85 58 68 954 185 73 139 85 82 58 52 65 52 58 55
leaf_count=89 73 62 96 76 131 52 80 72 81 53 85 58 68 954 185 73 139 85 82 58 52 65 52 58 55
internal_value=0 0.00393366 0.0035517 0.00296344 -0.000234649 -0.00280176 0.00714252 -0.00466165 -0.00845559 0.0108232 0.00186918 -0.00131662 -0.0101254 0.00410533 0.00124841 0.0037059 0.00600433 0.00516396 0.00461694 -0.00069435 0.00865279 0.0104135 0.0143189 0.00535348 -0.00635116
internal_weight=0 2708 2566 2301 605 449 156 226 154 142 274 189 175 1696 459 397 324 1237 1152 140 265 213 117 1012 123
internal_count=2934 2708 2566 2301 605 449 156 226 154 142 274 189 175 1696 459 397 324 1237 1152 140 265 213 117 1012 123
is_linear=0
shrinkage=0.16829


Tree=5956
num_leaves=14
num_cat=0
split_feature=3 150 484 481 484 129 3 3 11 12 43 16 484
split_gain=0.693987 0.214176 0.197426 0.363561 0.250177 0.243935 0.233594 0.219289 0.242274 0.158879 0.0922213 0.0523959 0.0420631
threshold=0.28833000000000003 -0.090139999999999984 -0.084749999999999978 -0.084514999999999993 -0.089804999999999982 -0.048309999999999992 -0.24190499999999995 -0.15327499999999997 0.078730000000000008 0.093245000000000008 -0.015924999999999998 -0.10227499999999999 -0.23135999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 10 -5 -7 9 -9 -8 12 -2 -3
right_child=11 2 3 5 -6 6 7 8 -10 -11 -12 -13 -14
leaf_value=0.011954374558284346 -0.013878094778383764 0.0039649913945783866 -0.0098593156348314569 -0.0081827237808954484 0.01713214208858584 0.013797027801904315 0.0015849238762606903 0.0029710250910979837 0.014498080503360376 -0.011202937526320922 -0.0013034212002083349 -0.0066636509488720054 0.010085248935653972
leaf_weight=78 53 67 65 55 59 57 58 2155 53 52 54 65 63
leaf_count=78 53 67 65 55 59 57 58 2155 53 52 54 65 63
internal_value=0 0.00325111 0.00300251 0.00255545 0.00758532 0.00288827 0.00314541 0.00288271 0.00324853 -0.00444391 0.00451435 -0.00991926 0.00694478
internal_weight=0 2816 2738 2495 243 2430 2375 2318 2208 110 184 118 130
internal_count=2934 2816 2738 2495 243 2430 2375 2318 2208 110 184 118 130
is_linear=0
shrinkage=0.16829


Tree=5957
num_leaves=17
num_cat=0
split_feature=3 39 15 10 3 12 130 475 49 15 43 1455 16 15 16 474
split_gain=8.54982 5.74707 1.67164 1.48609 1.06305 0.774408 0.490813 0.496817 0.586329 0.574025 0.462818 0.380448 0.268267 0.184031 0.143426 0.129893
threshold=0.28833000000000003 0.08252000000000001 -0.24211499999999997 -1.0000000180025095e-35 0.11745500000000002 0.11160500000000002 -0.076894999999999977 -0.085684999999999997 -0.010984999999999998 -0.035654999999999992 -0.077134999999999995 0.090900000000000022 -1.0000000180025095e-35 -0.18498499999999998 -0.079519999999999993 0.08214500000000001
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 6 -1 15 9 -9 -5 -10 14 -2 -7 -8
right_child=13 2 3 10 -6 12 7 8 11 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00086749195805517021 -3.4391896727013509e-05 0.00024189054719793405 0.00030863923183513327 0.00076056546689780822 0.0007164202606065466 0.00083526099602527766 0.0011916663344334398 0.00078875565200143985 0.0011026861806556446 0.0010993164522316919 0.0011108460025283761 0.0013325359985948033 0.00066020998378107129 0.00022635674524929656 0.0010789871497267325 0.0013907567724198236
leaf_weight=100 55 99 60 95 92 58 78 130 1636 132 74 84 52 63 52 74
leaf_count=100 55 99 60 95 92 58 78 130 1636 132 74 84 52 63 52 74
internal_value=0 0.00101151 0.000600694 0.000755656 0.00106565 0.00107904 0.00109508 0.00110573 0.00109167 0.000945356 0.000914151 0.00111393 0.00085774 0.000104523 0.000950797 0.00128882
internal_weight=0 2816 328 229 2488 2396 2234 2134 1982 262 169 1720 162 118 110 152
internal_count=2934 2816 328 229 2488 2396 2234 2134 1982 262 169 1720 162 118 110 152
is_linear=0
shrinkage=0.0032998


Tree=5958
num_leaves=26
num_cat=0
split_feature=4 12 12 13 0 14 156 10 13 43 12 43 49 16 4 40 12 0 0 16 12 13 12 157 13
split_gain=13.9009 3.31723 2.0022 1.89211 0.990528 1.36995 0.957697 0.80814 0.900955 0.876439 0.563725 0.521805 0.510223 0.922607 0.500441 0.328816 0.328055 0.640072 0.272814 0.307484 0.251116 0.197666 0.168112 0.14776 0.142501
threshold=0.27998000000000006 0.056995000000000011 0.13936000000000001 -0.0015099999999999998 -0.10147999999999999 -0.41992499999999994 0.083125000000000018 -1.0000000180025095e-35 -0.27740999999999993 -0.029255 0.090285000000000018 -0.097074999999999981 -0.0087399999999999995 -0.044939999999999987 0.053330000000000009 -0.041654999999999991 0.083310000000000009 -0.10934999999999999 -0.056754999999999993 0.28127000000000008 0.083945000000000006 -0.060719999999999989 0.098265000000000005 -0.060134999999999994 -0.086304999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 7 21 -6 12 -1 -9 -10 11 -3 -5 -14 18 -7 -13 -18 23 -20 -19 -2 -16 -12 -25
right_child=4 2 -4 6 5 15 -8 8 9 -11 14 16 13 -15 22 -17 17 20 19 -21 -22 -23 -24 24 -26
leaf_value=0.00038576395305058269 0.00053381240921936981 0.0015271182906290877 0.00060834172511670559 0.00076098060302939538 0.00066805874846847971 0.00026964228357927248 0.0013862355259248295 0.00047246731401712287 0.000755486959945913 0.0013105380103729778 0.0010796823134874662 0.0015194343030516377 0.0014485520683073852 0.00087592149341274533 0.0011118113166423194 -7.21242674294335e-05 0.0009052820677643809 0.0010807929815052268 0.0009112724544491468 0.0012181683682485861 0.0012946070450640982 0.00079418971467063294 0.00089320949546504026 0.0014294058053117508 0.0012464509838911605
leaf_weight=60 68 97 56 73 66 55 95 55 78 52 55 56 52 76 89 69 54 67 63 86 793 62 72 54 531
leaf_count=60 68 97 56 73 66 55 95 55 78 52 55 56 52 76 89 69 54 67 63 86 793 62 72 54 531
internal_value=0 0.00116493 0.00122504 0.000934552 0.00043611 0.000283924 0.00111231 0.000719646 0.000827741 0.000977778 0.00124214 0.00129455 0.000982671 0.00110883 0.00118324 7.91817e-05 0.00127125 0.00125601 0.00121768 0.00108864 0.00127799 0.000658263 0.00101427 0.00124767 0.0012634
internal_weight=0 2614 2073 541 320 190 296 245 185 130 2017 1067 201 128 950 124 970 914 789 149 860 130 161 640 585
internal_count=2934 2614 2073 541 320 190 296 245 185 130 2017 1067 201 128 950 124 970 914 789 149 860 130 161 640 585
is_linear=0
shrinkage=0.0032998


Tree=5959
num_leaves=16
num_cat=0
split_feature=1 40 0 1 1186 403 4 1 13 34 131 0 0 4 2
split_gain=0.450671 0.220839 0.199537 0.301007 0.168151 0.221509 0.151567 0.152413 0.230429 0.221938 0.213462 0.194707 0.224205 0.161256 0.0739612
threshold=0.12646500000000002 -0.062739999999999976 -0.040094999999999992 0.13831000000000002 0.062030000000000009 -0.53317999999999988 -0.49269499999999994 0.081720000000000015 0.10935500000000002 -1.0000000180025095e-35 0.09581000000000002 -0.13843999999999998 -0.108275 -0.10701499999999999 0.097375000000000003
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 14 11 9 -9 -11 -8 -13 -14 -7
right_child=1 2 -4 -5 -6 6 7 8 -10 10 -12 12 13 -15 -16
leaf_value=-0.0033190231176849923 0.0042545729019410955 -0.010744180744583326 -0.014674342278880273 0.0062491841509577893 -0.0023117137239300127 0.014785611262950337 0.014610309691047573 0.011267267501573188 0.01330530932083746 0.00056399915775696345 0.0085357187133137547 -0.0045252296560880567 -0.0032507111261034821 0.0062969230348263574 0.0068938167271809098
leaf_weight=92 83 60 55 58 98 63 69 74 59 709 110 61 52 1216 75
leaf_count=92 83 60 55 58 98 63 69 74 59 709 110 61 52 1216 75
internal_value=0 -0.0028686 -0.00629646 -0.00237628 0.00451819 0.00477832 0.00507846 0.00475876 0.00311238 0.00243693 0.00163688 0.00587861 0.00542392 0.00590396 0.0105096
internal_weight=0 256 173 118 2678 2580 2488 2350 952 893 819 1398 1329 1268 138
internal_count=2934 256 173 118 2678 2580 2488 2350 952 893 819 1398 1329 1268 138
is_linear=0
shrinkage=0.16829


Tree=5960
num_leaves=29
num_cat=0
split_feature=1 1 4 12 0 43 376 160 3 4 16 16 12 3 4 15 15 1 43 157 3 3 0 3 50 43 52 16
split_gain=14.4516 2.85892 1.97499 1.96718 1.22455 1.15931 1.04015 0.940873 0.893258 0.856741 0.797815 1.03745 0.724075 0.594621 0.588064 0.411018 0.883724 0.443902 0.383015 0.371072 0.356213 0.331807 0.375569 0.216242 0.140559 0.107304 0.268872 0.0819958
threshold=0.10398500000000001 0.14860500000000001 0.27020000000000005 0.093405000000000016 -0.073104999999999989 -0.082094999999999987 0.048375000000000008 -0.082339999999999983 -0.073614999999999986 -0.090174999999999991 0.0054050000000000009 -0.096149999999999985 0.083785000000000012 -0.082714999999999997 0.10055500000000002 0.079600000000000018 -0.052984999999999997 0.085410000000000014 -0.025879999999999997 -0.004729999999999999 0.10402500000000002 -0.14186499999999996 -0.10071499999999999 -0.036264999999999992 0.11028500000000001 -0.040494999999999996 0.10096500000000001 0.42146500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 8 9 7 -2 12 -6 11 20 18 -7 27 16 17 23 -1 -15 -9 -14 -23 -10 -24 -21 -27 -5
right_child=1 -3 -4 14 5 13 -8 10 15 -11 -12 -13 21 19 -16 -17 -18 -19 -20 25 -22 22 24 -25 -26 26 -28 -29
leaf_value=0.0014574606959900673 0.0011881359057915159 0.00014224491869508049 0.00066842523464706702 0.0011485846965696446 0.00056840404828820601 0.0014952493109420123 0.00036150844694894104 0.00058990964003413518 0.0012475342023975499 0.0011229553563807861 0.00097579258777995921 0.0002648690720475778 0.0016212185251995432 0.0014196023877537053 0.00083023251459781215 0.0014012399698015154 0.00078977360647596582 0.0010621474009115438 0.001834192670565694 0.0010013576457190273 0.00094900307198066331 0.0010858154278684991 0.001382608153215155 0.00153986518796216 0.0012548098069549867 0.00127185125346798 0.00097886313834107553 0.0013289224088149732
leaf_weight=63 52 76 53 57 52 91 81 61 64 74 82 70 56 59 55 89 61 85 58 62 61 54 1056 52 110 100 54 64
leaf_count=63 52 76 53 57 52 91 81 61 64 74 82 70 56 59 55 89 61 85 58 62 61 54 1056 52 110 100 54 64
internal_value=0 0.000744773 0.00129936 0.000823259 0.00131428 0.00116833 0.00069698 0.000780225 0.00135533 0.000894373 0.000702683 0.000585859 0.00139289 0.00126255 0.00111508 0.00120577 0.00113924 0.00124512 0.00163833 0.00118542 0.000769745 0.00136959 0.00135801 0.00137888 0.00137058 0.00112129 0.00116934 0.00124426
internal_weight=0 659 2293 583 2240 492 407 326 1748 126 274 192 1397 366 176 351 262 201 121 275 122 1276 1220 116 1166 216 154 121
internal_count=2952 659 2293 583 2240 492 407 326 1748 126 274 192 1397 366 176 351 262 201 121 275 122 1276 1220 116 1166 216 154 121
is_linear=0
shrinkage=0.0032998


Tree=5961
num_leaves=30
num_cat=0
split_feature=3 3 43 0 43 3 15 3 3 15 47 48 160 0 148 15 150 0 3 43 3 0 1212 43 43 160 0 0 40
split_gain=10.3117 5.03959 2.15436 1.36734 1.48934 0.88958 0.768133 0.731061 0.602379 0.485557 0.781664 0.454157 0.421277 0.356063 0.259588 0.255764 0.198153 1.02857 0.313087 0.299094 0.345036 0.174745 0.168694 0.159048 0.192638 0.172101 0.150031 0.131989 0.10992
threshold=-0.053364999999999996 0.3148450000000001 -0.033049999999999989 -0.064994999999999983 -0.116045 0.11745500000000002 -0.032144999999999993 -0.0045699999999999985 -0.13827999999999999 -0.0039399999999999991 0.077735000000000012 0.036755000000000003 0.083130000000000023 -0.042499999999999989 -0.081784999999999983 -0.037394999999999991 0.082085000000000019 -0.090164999999999981 -0.082234999999999989 0.092445000000000013 -0.082879999999999995 -0.073104999999999989 0.087685000000000013 -0.008179999999999998 -0.0011349999999999999 -0.072114999999999985 -0.072374999999999981 -0.06952499999999999 -0.079539999999999986
decision_type=2 2 2 2 2 2 2 2 2 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 14 -5 9 13 12 -8 10 11 -4 28 -6 -1 -7 18 -18 19 20 22 23 -16 25 -25 -20 -11 -23 -2
right_child=1 -3 5 4 6 15 8 -9 -10 26 -12 -13 -14 -15 16 -17 17 -19 21 -21 -22 27 -24 24 -26 -27 -28 -29 -30
leaf_value=0.0014024623866889809 0.0004663243032708236 -1.2193638019725739e-05 0.00061470221707601695 0.00043415203317428628 0.00099041489056121246 0.00082818221325352173 0.0013821383553352569 0.00028954756615642765 0.00098023554673320828 0.0013217916226971296 0.0012481500162587801 0.0010116731327831443 0.00089320524215123526 0.00064311891201008196 0.0012068845890609418 0.00052997855182671243 0.00068066468010183226 0.0012531649015079932 0.0011866084902541288 0.0014660636017211283 0.001423989574349741 0.00089575595716731864 0.0010662040938433442 0.0013949819141443002 0.0011676502949943106 0.0010320714715258475 0.0010875661403753391 0.0011293368446396673 0.00066381636425330093
leaf_weight=55 66 95 75 52 85 80 87 77 78 56 57 55 63 53 621 53 53 98 147 53 74 59 115 52 225 184 71 52 61
leaf_count=55 66 95 75 52 85 80 87 77 78 56 57 55 63 53 621 53 53 98 147 53 74 59 115 52 225 184 71 52 61
internal_value=0 0.000701442 0.000796442 0.00113883 0.000951245 0.000936648 0.00103987 0.000561584 0.00119236 0.0010327 0.000924918 0.000782922 0.000671645 0.000857288 0.00117605 0.000709614 0.00116884 0.00105245 0.00117993 0.00122279 0.00120683 0.00112843 0.00118495 0.00115082 0.00121045 0.00110081 0.00119112 0.0010055 0.00056146
internal_weight=0 809 714 2143 355 447 303 267 165 314 187 130 190 138 1788 133 1733 151 1582 863 810 719 736 608 277 331 127 111 127
internal_count=2952 809 714 2143 355 447 303 267 165 314 187 130 190 138 1788 133 1733 151 1582 863 810 719 736 608 277 331 127 111 127
is_linear=0
shrinkage=0.0032998


Tree=5962
num_leaves=31
num_cat=0
split_feature=1 1 12 12 4 1 12 4 4 12 3 3 12 15 3 160 12 157 12 3 12 11 16 12 48 12 15 1 12 15
split_gain=20.7101 3.95311 3.33137 2.02533 1.30561 1.31093 1.10376 0.737957 0.723833 0.499343 0.902674 0.949867 0.465416 0.445872 0.425795 0.402871 0.393328 0.346902 0.324907 0.290473 0.25104 0.243391 0.257477 0.224635 0.221156 0.20717 0.139792 0.100786 0.0493494 0.0275099
threshold=0.10609 0.14860500000000001 0.085075000000000026 0.056995000000000011 -0.17568999999999999 0.087225000000000011 0.086730000000000015 0.2623950000000001 0.032770000000000001 -0.089649999999999994 0.28833000000000003 0.090170000000000014 -0.060304999999999991 -0.042209999999999991 -0.097199999999999995 -0.086854999999999988 0.084065000000000015 -0.077654999999999988 0.11755500000000001 -0.020049999999999995 0.085760000000000017 0.080070000000000016 0.19384500000000002 0.090285000000000018 0.088485000000000008 0.091395000000000018 0.084100000000000022 0.11561500000000001 0.097060000000000021 -0.0088349999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 -1 12 14 27 17 -2 11 19 -6 24 -5 29 -17 25 21 -11 26 22 -19 -10 -7 -8 -18 -4 -25 -16
right_child=1 -3 7 6 5 13 8 -9 23 10 -12 -13 -14 -15 15 16 20 18 -20 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0016797600654688874 0.00098820419488185513 0.00014783668610721814 0.0015482216923435872 0.0019165950718550617 0.0017071415672185377 0.0013008621551239313 0.0015179446775247028 0.00096659127068738271 0.0015265868702178688 0.00079633113979662431 0.00032040931293375965 0.0010756454764142261 0.0012944907326424416 0.00079771506969533083 0.0014553925599105147 0.0019092192678077553 0.001653816381152472 0.0015966223387750438 0.0013224505778413663 0.00047662305661893536 0.0017897444735961911 0.0018116491727437193 0.0014046270448513625 0.0013512426252432273 0.00099432568294125878 0.0012261628389298774 0.0014530666554535224 0.0013566381211558786 0.001223995836123702 0.0015690283777592877
leaf_weight=83 80 76 53 86 52 54 59 52 59 55 57 79 73 63 77 91 105 868 53 73 99 54 87 72 52 52 66 85 84 53
leaf_count=83 80 76 53 86 52 54 59 52 59 55 57 79 73 63 77 91 105 868 53 73 99 54 87 72 52 52 66 85 84 53
internal_value=0 0.000852521 0.000952747 0.00153529 0.00131319 0.00120958 0.00157788 0.0013037 0.00152721 0.000758803 0.000689154 0.000790522 0.00146644 0.0010194 0.00169972 0.00166166 0.00171907 0.00155966 0.00157824 0.000614273 0.00165485 0.00159165 0.00157917 0.00134997 0.00115082 0.00138157 0.00157654 0.00143047 0.00128295 0.00150199
internal_weight=0 610 534 2342 377 294 1965 190 1388 344 264 207 125 169 577 491 361 1173 1062 128 270 1009 955 215 106 111 171 138 156 130
internal_count=2952 610 534 2342 377 294 1965 190 1388 344 264 207 125 169 577 491 361 1173 1062 128 270 1009 955 215 106 111 171 138 156 130
is_linear=0
shrinkage=0.0032998


Tree=5963
num_leaves=25
num_cat=0
split_feature=4 3 0 10 14 3 39 4 16 0 15 13 0 157 4 3 4 51 1213 151 0 13 4 4
split_gain=7.93892 3.13776 2.03555 1.69947 1.13085 0.957739 0.675398 0.470235 0.469859 0.705339 0.391697 0.348391 0.334213 0.327951 0.318005 0.273529 0.231811 0.237763 0.244672 0.203149 0.179108 0.17112 0.166397 0.0907938
threshold=0.31392000000000003 0.28833000000000003 -0.073104999999999989 -1.0000000180025095e-35 -0.45687499999999998 -0.046079999999999989 0.087080000000000005 -0.37626499999999991 -0.066539999999999988 -0.10934999999999999 -0.40992999999999996 -0.10373499999999998 -0.046614999999999997 -0.051074999999999988 0.5567700000000001 0.090170000000000014 0.054720000000000012 -0.08373499999999999 -0.097649999999999987 -1.0000000180025095e-35 0.10446500000000002 -0.070339999999999986 -0.0094449999999999968 -0.064609999999999987
decision_type=2 2 2 2 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 11 7 13 15 -10 14 -1 23 -5 -6 -7 17 22 -19 -12 -15 -18 -13 -9
right_child=4 -3 3 6 10 8 -8 12 9 -11 19 16 -14 20 -16 -17 21 18 -20 -21 -22 -23 -24 -25
leaf_value=0.001421046743224067 0.00094229766581228631 0.00040996453576165967 0.00041792651435507779 0.0014203916552944591 0.00075030446178648625 0.0010153446432220924 0.00066514790903249147 0.0009529744147241181 0.00070493105147038807 0.0011460555194600615 0.00045201791166142282 0.0012525769841514795 0.0007816641903412168 0.0012538380394145898 0.00041615349904711564 0.0013251914304954684 0.0011820260370915025 0.0013605150464123502 0.0011898694107888828 0.00017412057505575493 0.00099966967817854209 0.0009488322882652728 0.0014983747547678533 0.0010744111228935982
leaf_weight=88 63 68 55 52 59 68 53 105 94 69 55 76 69 54 67 60 79 103 1131 61 75 65 54 229
leaf_count=88 63 68 55 52 59 68 53 105 94 69 55 76 69 54 67 60 79 103 1131 61 75 65 54 229
internal_value=0 0.00111045 0.0011289 0.000975528 0.000547994 0.00118513 0.00102362 0.00105609 0.00101032 0.000891881 0.000445199 0.00121698 0.000992823 0.00119676 0.000572901 0.00116086 0.00120505 0.00121854 0.00120414 0.000306186 0.00110634 0.00107701 0.00135495 0.00103634
internal_weight=0 2647 2579 692 305 1887 637 584 291 163 242 1596 403 181 126 128 1508 1364 1234 116 129 144 130 334
internal_count=2952 2647 2579 692 305 1887 637 584 291 163 242 1596 403 181 126 128 1508 1364 1234 116 129 144 130 334
is_linear=0
shrinkage=0.0032998


Tree=5964
num_leaves=20
num_cat=0
split_feature=3 39 3 0 42 39 3 12 0 12 0 148 123 3 1213 1452 51 3 42
split_gain=13.8579 10.709 1.87657 1.88242 1.27009 0.911038 0.868336 2.06597 0.831454 0.732943 1.12887 0.67491 0.639168 0.531351 0.31065 0.320039 0.323217 0.272019 0.267658
threshold=0.28833000000000003 0.082115000000000007 0.11745500000000002 -0.073104999999999989 -0.044384999999999994 0.10189000000000001 0.076825000000000018 0.080635000000000012 -0.108275 0.10508500000000001 -0.041534999999999996 -0.0084749999999999982 0.084880000000000025 -0.16100499999999998 -0.097649999999999987 0.08790000000000002 -0.08373499999999999 -0.0075749999999999993 0.086745000000000003
decision_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 -3 12 7 -5 -2 13 -11 -1 -6 -9 18 16 -16 -14 -13
right_child=8 4 -4 6 5 -7 -8 9 -10 10 -12 14 17 -15 15 -17 -18 -19 -20
leaf_value=0.0012982968425517081 0.00057077712297377045 0.0013332365353613321 0.0010665581447932919 0.00071957869820709274 0.0011164053185360578 0.00044762689734415565 0.0017480075793323655 0.0017465749375980405 3.3277012865516398e-05 0.0014139901805681346 0.00081827462587359787 0.0019198963370720633 0.00088934070951513422 0.0014200288289036235 0.0017151253675039872 0.0018215529092602102 0.0015620814238139183 0.00055216502874704887 0.0016042077108748103
leaf_weight=85 70 52 98 54 78 71 62 69 57 102 53 62 53 277 175 64 1357 53 60
leaf_count=85 70 52 98 54 78 71 62 69 57 102 53 62 53 277 175 64 1357 53 60
internal_value=0 0.00144443 0.00151539 0.00153355 0.000862313 0.000766144 0.0013758 0.00133415 0.000329814 0.00140033 0.00121052 0.00158751 0.000888858 0.00148525 0.0016018 0.00158931 0.00157959 0.000721085 0.00176493
internal_weight=0 2825 2518 2420 307 255 617 555 127 501 155 1803 184 346 1718 1596 1532 106 122
internal_count=2952 2825 2518 2420 307 255 617 555 127 501 155 1803 184 346 1718 1596 1532 106 122
is_linear=0
shrinkage=0.0032998


Tree=5965
num_leaves=19
num_cat=0
split_feature=10 2 52 16 151 52 9 13 15 13 3 12 3 15 40 13 13 0
split_gain=0.790624 0.370738 0.287728 0.484397 0.226477 0.560026 0.181447 0.229888 0.269721 0.227039 0.213003 0.236718 0.202593 0.178636 0.200336 0.146422 0.142084 0.153401
threshold=-0.089679999999999982 0.11585500000000001 -0.26876499999999998 0.092980000000000021 0.011180000000000001 -0.040589999999999994 -1.0000000180025095e-35 -0.087404999999999997 -0.11124499999999998 0.10877500000000001 -0.12077499999999998 0.10344500000000002 -0.087104999999999988 -0.23043999999999995 -0.027374999999999997 -0.09391999999999999 -1.0000000180025095e-35 -0.084114999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 16 6 -6 -2 8 -8 13 -11 -12 -10 -9 -15 -14 17 -4
right_child=1 2 3 -5 5 -7 7 9 12 10 11 -13 15 14 -16 -17 -18 -19
leaf_value=-0.0062303629796470455 0.0019748667651364234 0.015564435023494659 -0.0031642962180846567 -0.011887885004875856 0.015945993801213077 -0.0071223228072337655 0.01589734215150241 0.021355325586944154 -0.0034661157567661941 -0.0033040311651498563 0.017833217567417056 0.0018095961840879787 0.011072941233011469 0.020787024935742422 0.011362247225541024 0.0034606225478235743 0.010595688826167729 0.0070303315117059787
leaf_weight=95 70 56 75 55 53 68 82 57 63 53 52 53 136 67 1627 153 97 94
leaf_count=95 70 56 75 55 53 68 82 57 63 53 52 53 136 67 1627 153 97 94
internal_value=0 0.00935961 0.00442728 0.00247876 0.0100927 0.00296713 0.0104493 0.0107017 0.00719449 0.0114981 0.00536786 0.00976221 0.00516202 0.0120502 0.0117361 0.00704911 0.00545606 0.00249546
internal_weight=0 2911 377 321 2534 121 2413 2343 434 1909 158 105 352 1751 1694 289 266 169
internal_count=3006 2911 377 321 2534 121 2413 2343 434 1909 158 105 352 1751 1694 289 266 169
is_linear=0
shrinkage=0.16829


Tree=5966
num_leaves=28
num_cat=0
split_feature=1 1 3 12 14 3 0 40 15 16 3 40 42 3 3 16 51 0 40 12 1 3 16 3 3 160 3
split_gain=29.6786 3.07471 2.74875 2.40408 1.92376 1.25603 1.17684 1.13434 0.913236 0.832547 0.781345 0.582832 0.509798 0.464085 0.798257 0.482432 0.383242 0.376581 0.37132 0.307261 0.313572 0.28689 0.242071 0.484875 0.327841 0.087608 0.0239949
threshold=0.10921500000000002 0.092845000000000025 -0.049204999999999992 0.087215000000000015 0.073890000000000011 -1.0000000180025095e-35 -0.06952499999999999 -0.081079999999999985 -0.24211499999999997 0.39813000000000004 0.086845000000000019 -0.08483499999999998 0.09087000000000002 0.28833000000000003 0.085880000000000012 -0.15693499999999996 -0.10364499999999999 0.13304000000000002 -0.068949999999999997 0.097910000000000011 0.085550000000000015 -0.079854999999999995 0.066010000000000013 -0.067814999999999986 -0.080054999999999987 -1.0000000180025095e-35 -0.082439999999999986
decision_type=2 2 2 2 2 2 2 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 6 7 10 -3 -2 21 16 -4 -10 14 18 -15 -1 22 -13 20 -18 -5 23 -8 -24 -23 -21
right_child=2 3 11 9 -6 -7 17 -9 12 -11 -12 13 -14 15 -16 -17 19 -19 -20 26 -22 25 24 -25 -26 -27 -28
leaf_value=0.0014021244335316026 0.00065091316706039344 0.0011212222296364878 0.00020179305622374655 0.00120902987052659 0.0020714935007749447 0.0012967224262648007 0.0011027823717082929 0.00043372296548366724 0.0014056474091148816 0.0018813802242862848 0.0012169892655022651 0.00069385529058388893 0.00098736557622996677 0.00065779823809825836 0.00093932993673406665 0.00023799620353247788 0.0016740344345028534 0.0011454715823475323 0.00031219360905166077 0.0014281333201770956 0.0015397055916488783 0.0016086850443034362 0.0017419559416546873 0.001551120491328505 0.0014143869035720294 0.0014164843959764417 0.0015333921816370606
leaf_weight=83 52 52 52 55 89 97 55 53 57 54 54 56 74 53 78 69 1122 58 56 66 237 52 53 52 97 64 66
leaf_count=83 52 52 52 55 89 97 55 53 57 54 54 56 74 53 78 69 1122 58 56 66 237 52 53 52 97 64 66
internal_value=0 0.00154228 0.000692324 0.00128731 0.00159584 0.00102546 0.00157404 0.000774534 0.00102243 0.00152224 0.00160989 0.000526266 0.00116964 0.000580232 0.00068251 0.000420658 0.00162335 0.0013886 0.000503339 0.00163564 0.00165063 0.00140862 0.00144333 0.001321 0.00153036 0.00150295 0.00148103
internal_weight=0 2459 547 427 2032 202 1943 105 183 225 1628 364 131 312 190 122 1574 315 112 1491 1359 171 257 107 150 116 132
internal_count=3006 2459 547 427 2032 202 1943 105 183 225 1628 364 131 312 190 122 1574 315 112 1491 1359 171 257 107 150 116 132
is_linear=0
shrinkage=0.0032998


Tree=5967
num_leaves=23
num_cat=0
split_feature=15 10 12 150 12 150 14 52 14 43 3 47 43 15 150 52 51 12 12 51 52 3
split_gain=17.2868 7.49453 4.66011 2.36827 1.74791 1.60646 1.18403 1.14556 0.758473 0.791179 0.714109 0.879153 0.865211 0.695925 0.668135 0.639143 0.49272 0.811139 0.381075 0.379575 0.310025 0.27122
threshold=-0.24211499999999997 -0.11133 0.078120000000000009 0.086870000000000017 0.13332500000000003 -0.07009 0.076450000000000004 0.12432000000000001 -0.41992499999999994 -0.073079999999999992 -0.00083499999999999991 0.093315000000000023 -0.086874999999999994 -0.040769999999999994 0.082085000000000019 -0.030234999999999995 -0.057604999999999996 0.083815000000000014 0.090885000000000007 -0.10998999999999999 -0.062309999999999997 0.10661500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 5 6 -3 13 8 -1 -10 12 21 -7 14 18 -14 19 -18 -4 -15 -5 -12
right_child=1 2 4 20 -6 10 -8 -9 9 -11 11 -13 15 16 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.00086578024761539924 0.00034332180509212952 0.0009126021431496011 0.001701272142341491 0.0011174840643956674 0.0010919516753971337 0.0016829594298582635 0.0021214397305540948 0.0011031197448934256 9.5376306426937213e-05 0.00061073829452706896 0.0018582747460443594 0.0012718596520955867 0.00092818847972645261 0.0017596773744610013 0.0012200531759330767 0.0014193824488772737 0.0020779535168338643 0.0017141345853751034 0.0015336624406864332 0.0014037668171363446 0.00079107641478714499 0.0015647038987744448
leaf_weight=59 53 54 287 60 56 62 66 52 52 87 114 52 53 52 52 65 72 1120 322 94 70 52
leaf_count=59 53 54 287 60 56 62 66 52 52 87 114 52 53 52 52 65 72 1120 322 94 70 52
internal_value=0 0.00157304 0.00159714 0.00133527 0.00166897 0.00144831 0.00168461 0.000666571 0.000551744 0.000418194 0.0015209 0.00164869 0.00136593 0.00167016 0.00158187 0.00119906 0.00171376 0.00173614 0.00161271 0.00153077 0.000941997 0.00176653
internal_weight=0 2756 2703 582 2121 452 2065 250 198 139 398 218 180 1999 661 118 1338 1192 609 146 130 166
internal_count=3006 2756 2703 582 2121 452 2065 250 198 139 398 218 180 1999 661 118 1338 1192 609 146 130 166
is_linear=0
shrinkage=0.0032998


Tree=5968
num_leaves=29
num_cat=0
split_feature=4 2 12 10 2 2 2 4 12 0 2 42 16 4 16 43 457 2 13 13 43 0 130 16 2 13 4 13
split_gain=19.9942 7.68506 1.79031 1.4084 1.13883 1.60121 0.832432 0.962156 0.593596 0.546006 0.432382 0.488225 0.416952 0.335593 0.335433 0.263741 0.253041 0.224454 0.216419 0.196452 0.410984 0.219969 0.172959 0.159703 0.154405 0.147827 0.112594 0.170561
threshold=0.31392000000000003 0.14132000000000003 0.078120000000000009 -0.063134999999999983 0.10859000000000001 -1.0000000180025095e-35 0.092250000000000013 -0.0090849999999999976 0.10211000000000002 -0.12851999999999997 0.13966500000000001 0.086375000000000021 -0.0032799999999999995 -0.041794999999999992 -0.08267999999999999 -0.085594999999999991 0.018630000000000004 0.10052500000000002 -0.083914999999999976 -0.089024999999999979 -0.0071849999999999995 -0.087359999999999979 0.006490000000000001 -0.0079049999999999971 0.084785000000000013 -0.084354999999999986 -0.0005399999999999999 0.049070000000000009
decision_type=2 2 2 2 2 2 2 2 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 -1 14 -8 13 -6 11 17 26 19 -7 23 18 -5 -17 20 -4 -21 -23 25 -22 -15 27 -10
right_child=3 -3 8 10 9 6 7 -9 12 -11 -12 -13 -14 15 -16 16 -18 -19 -20 21 24 22 -24 -25 -26 -27 -28 -29
leaf_value=0.00090533459783019804 9.490114401400639e-06 0.00046401144813939935 0.0016377414328231602 0.00059843734384351199 0.0006843783947168842 0.0013844902861368518 0.0014864726445981344 0.0009518914935605587 0.0016010216064839199 0.0011397235134950774 0.00035271785277013641 0.00043859262631555277 0.0011207657516250713 0.0015571243466685578 0.0017101180485354158 0.001466012519233309 0.0011667985848874563 0.00087111108334137215 0.0013279264667870043 0.0016966672595751572 0.0014281736284142412 0.0014829210171901006 0.0016174983986026173 0.001622895200844503 0.0011829394878042189 0.0013098148227126292 0.0012876288469018083 0.0013325399684024882
leaf_weight=85 53 100 55 52 53 56 81 68 52 64 62 70 97 54 97 258 60 95 257 76 52 631 133 88 68 58 74 57
leaf_count=85 53 100 55 52 53 56 81 68 52 64 62 70 97 54 97 258 60 95 257 76 52 631 133 88 68 58 74 57
internal_value=0 0.00136204 0.00139691 0.000503278 0.00122009 0.00130656 0.00141938 0.00124274 0.00143995 0.000933757 0.000596953 0.000666573 0.00129754 0.00146221 0.00159116 0.00140976 0.00137319 0.000774895 0.00139717 0.00150222 0.00139915 0.00152365 0.00150639 0.0015147 0.0012895 0.00142937 0.00139105 0.00146095
internal_weight=0 2674 2574 332 504 387 302 149 2070 117 279 217 280 1790 153 775 575 147 515 1015 175 840 764 200 120 112 183 109
internal_count=3006 2674 2574 332 504 387 302 149 2070 117 279 217 280 1790 153 775 575 147 515 1015 175 840 764 200 120 112 183 109
is_linear=0
shrinkage=0.0032998


Tree=5969
num_leaves=28
num_cat=0
split_feature=3 3 123 3 156 11 16 3 16 11 52 160 16 13 39 13 3 39 49 52 3 50 16 3 16 52 49
split_gain=13.1964 6.17652 3.82645 2.74792 1.62323 1.53213 1.3965 1.16855 1.12424 1.33779 1.00535 0.923477 0.906107 0.754512 0.666701 0.602538 0.479353 0.477873 0.439841 0.355435 0.296818 0.284865 0.206105 0.709247 0.166927 0.0641339 0.0637869
threshold=-0.053364999999999996 0.28833000000000003 0.080635000000000012 -0.24381999999999995 0.07881500000000001 0.093525000000000011 -0.13800499999999996 0.11745500000000002 0.014185000000000001 1.0000000180025095e-35 -0.42946499999999993 -0.076219999999999996 -0.23389999999999997 -0.051009999999999993 0.099350000000000008 -0.47365999999999991 -0.086064999999999989 0.087690000000000004 -0.019034999999999996 0.008405000000000001 0.076825000000000018 0.116495 -0.14463999999999996 -0.10690999999999999 -0.069994999999999988 -0.030234999999999995 0.077505000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 7 8 -4 14 12 10 16 -6 19 25 18 -3 -10 -8 -2 -5 -20 22 -14 -24 -23 -12 -18
right_child=1 15 6 5 11 -7 17 -9 9 -11 13 -13 21 -15 -16 -17 26 -19 20 -21 -22 24 23 -25 -26 -27 -28
leaf_value=0.00082634167588456866 0.0011882886400166371 0.00064538951988744897 0.00048921618476679919 0.0012137168806214207 0.0014126173234673049 0.0010931070707377972 0.0012763759891734319 0.0009125273711521187 0.001826640155177335 0.0018833510912786519 0.001286417007780822 0.0020239373814770162 0.001875278648149979 0.0009681207740890337 0.0010416969487075057 0.00019988190608303882 0.001357204496475275 0.00087078967744024535 0.0014206976412754618 0.0015387927162868243 0.0017193946468498638 0.0013693775323893301 0.0013738442670555425 0.0016848689753900111 0.001629181668660827 0.0014376938834872875 0.0015201421462723757
leaf_weight=55 59 64 83 70 56 70 54 86 53 66 62 53 55 80 60 69 55 79 109 81 57 58 87 1184 56 79 66
leaf_count=55 59 64 83 70 56 70 54 86 53 66 62 53 55 80 60 69 55 79 109 81 57 58 87 1184 56 79 66
internal_value=0 0.0010665 0.00119104 0.00155589 0.00135528 0.00157479 0.000825889 0.00125092 0.0015912 0.00144704 0.00137405 0.00171019 0.00163295 0.00122559 0.00135291 0.000414526 0.0015624 0.00103573 0.00143574 0.00138833 0.00152347 0.00165858 0.00167241 0.00166361 0.00149731 0.00137142 0.00144637
internal_weight=0 829 696 2177 480 2122 216 371 2052 461 395 109 1591 221 285 133 174 133 225 151 166 1440 1326 1271 114 141 121
internal_count=3006 829 696 2177 480 2122 216 371 2052 461 395 109 1591 221 285 133 174 133 225 151 166 1440 1326 1271 114 141 121
is_linear=0
shrinkage=0.0032998


Tree=5970
num_leaves=30
num_cat=0
split_feature=1 2 2 4 47 0 2 2 0 2 2 1 0 15 13 4 160 0 42 0 4 42 1213 51 42 2 15 42 133
split_gain=26.7638 6.38391 2.64927 2.62884 2.06228 1.18378 1.1036 1.07182 0.911064 0.859188 1.77307 0.671016 1.66769 0.854536 0.525865 0.471447 0.462441 0.371713 0.358349 0.357874 0.276677 0.254043 0.286125 0.24671 0.212597 0.182886 0.163532 0.18558 0.181954
threshold=0.10331000000000003 0.14744000000000002 0.093320000000000014 -0.17568999999999999 0.080075000000000021 -0.11742499999999999 -1.0000000180025095e-35 0.31115000000000004 -0.15029999999999996 -1.0000000180025095e-35 0.10633000000000002 0.089625000000000024 0.051660000000000005 -1.0000000180025095e-35 -0.0040999999999999986 -0.071344999999999992 0.079515000000000016 -0.10934999999999999 0.086435000000000012 -0.086834999999999982 -0.020619999999999996 0.085695000000000007 -0.097649999999999987 0.07412500000000001 0.090375000000000025 -0.069044999999999981 -0.025879999999999997 0.08826500000000001 0.096875000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 9 -6 -1 -3 23 25 -11 12 15 -13 -12 -4 26 -10 21 20 -20 22 -19 -8 -21 -5 28 -28 -17
right_child=1 7 11 4 5 -7 8 -9 17 10 14 13 -14 -15 -16 16 -18 18 19 24 -22 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=0.0014452996218390758 0.0017568140444758739 0.00059513087475772831 0.0019270663629781322 0.0008329651404798662 0.0010033762331977147 0.0016262425760494865 0.0022718045959740332 -4.9081595076407096e-05 0.0015658857982630797 0.0015830654436878389 0.00073809360510945917 0.001069195889630859 0.0010729442556290313 0.0016517912120578224 0.0010832564430915963 0.0016980733260147127 0.0018561307152072885 0.0020973379169119252 0.0020683484099551543 0.0016223194923815232 0.001777379919761366 0.0021055981272349107 0.0018491586447724859 0.0019616960100829806 0.001785761267249256 0.00056179075588011517 0.00133255643729716 0.0016157691383152754 0.0014765003227708866
leaf_weight=77 70 61 79 55 52 94 65 52 58 53 103 58 53 53 92 162 91 57 68 160 82 55 702 54 212 56 52 54 58
leaf_count=77 70 61 79 55 52 94 65 52 58 53 103 58 53 53 92 162 91 57 68 160 82 55 702 54 212 56 52 54 58
internal_value=0 0.00101581 0.00175966 0.00115674 0.00107349 0.00140464 0.00183275 0.000298367 0.00185244 0.000938719 0.001047 0.00158352 0.00163113 0.00134769 0.00090112 0.00169071 0.00164585 0.00182861 0.00183999 0.00177136 0.00190952 0.00188395 0.00186784 0.00213138 0.00171556 0.000696474 0.00158704 0.00147717 0.00163982
internal_weight=0 688 2250 575 505 146 1590 113 1513 359 248 660 549 111 195 496 417 1394 1336 522 150 814 759 119 372 111 326 106 220
internal_count=2938 688 2250 575 505 146 1590 113 1513 359 248 660 549 111 195 496 417 1394 1336 522 150 814 759 119 372 111 326 106 220
is_linear=0
shrinkage=0.0032998


Tree=5971
num_leaves=32
num_cat=0
split_feature=1 1 3 147 10 3 49 40 15 13 40 3 16 16 42 40 1 1 42 13 16 160 3 3 15 42 3 130 130 403 160
split_gain=28.6688 7.33912 2.66284 1.40903 1.29103 0.907888 0.685607 0.632945 0.530393 0.528814 0.585194 0.510515 1.0314 0.508019 0.448386 0.368647 0.699489 0.498749 0.364042 0.326376 0.319888 0.305032 0.288923 0.271382 0.182422 0.321175 0.257032 0.147596 0.209853 0.176807 0.11017
threshold=0.10331000000000003 0.13276500000000002 -0.031895 0.087170000000000011 -0.020369999999999996 -0.080294999999999991 0.11265500000000002 -0.0057599999999999986 -0.13513499999999998 -1.0000000180025095e-35 -0.064864999999999992 -0.084524999999999975 0.061775000000000004 -0.071704999999999991 0.078120000000000009 -0.027374999999999997 1.0000000180025095e-35 0.086965000000000001 0.086335000000000009 -0.059629999999999996 0.044620000000000007 -0.077459999999999987 -0.10175499999999998 -0.12711499999999995 0.043560000000000008 0.090435000000000015 -0.085374999999999993 0.093620000000000023 0.006490000000000001 0.0055000000000000005 0.04198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 5 -3 13 8 -6 -7 10 -4 12 -2 23 22 -10 19 -18 21 -17 -13 -16 -15 -1 26 -26 -20 28 29 -25 -23
right_child=1 4 9 -5 7 6 -8 -9 15 -11 -12 20 -14 14 18 16 17 -19 24 -21 -22 30 -24 27 25 -27 -28 -29 -30 -31 -32
leaf_value=0.0020643203704125393 0.0010615101898260797 9.7403764772757457e-06 0.0010266351560904953 0.0012677737673688059 0.00034749579477117088 0.0019957089382971718 0.0013818487894541539 0.00077806799616385758 0.0014609308143644631 0.0011382008403450483 0.00060974126328065727 0.0017906897772771537 0.001654542847143724 0.001473800905949188 0.0017498722051238213 0.0016706309684582962 0.002066875849823208 0.0017415938519310453 0.0014339481089626759 0.0014598698312540479 0.0014222456081265937 0.0021326237519709904 0.0017338515310619934 0.0017966149300964094 0.0016266163113763598 0.0019948534114180481 0.0017454438349990826 0.0016712660150814799 0.00200890668068093 0.0019675617009300636 0.0019096510697962541
leaf_weight=70 82 55 73 70 64 60 86 90 84 90 75 52 53 100 85 243 68 231 52 125 54 53 93 366 55 52 71 54 90 87 55
leaf_count=70 82 55 73 70 64 60 86 90 84 90 75 52 53 100 85 243 68 231 52 125 54 53 93 366 55 52 71 54 90 87 55
internal_value=0 0.000960586 0.00118575 0.00173044 0.000444364 0.00174528 0.00166423 0.000599358 0.00169413 0.000937746 0.000815609 0.00143053 0.00129459 0.00180192 0.00173279 0.00166999 0.00169626 0.00181569 0.00179361 0.00159914 0.00160332 0.00190088 0.00159929 0.00186572 0.00170345 0.0018059 0.00161404 0.00184237 0.00185932 0.00182952 0.0020194
internal_weight=0 688 479 2250 209 2180 897 154 811 238 148 241 135 1283 616 751 667 299 423 368 106 193 193 667 230 107 123 597 543 453 108
internal_count=2938 688 479 2250 209 2180 897 154 811 238 148 241 135 1283 616 751 667 299 423 368 106 193 193 667 230 107 123 597 543 453 108
is_linear=0
shrinkage=0.0032998


Tree=5972
num_leaves=27
num_cat=0
split_feature=1 10 0 43 2 484 12 160 150 12 2 1452 0 1 16 16 15 160 15 132 1213 151 16 0 484 12
split_gain=0.713499 0.41813 0.458721 0.288866 0.263872 0.414347 0.432591 0.236207 0.210365 0.232571 0.586069 0.256057 0.250605 0.219777 0.191515 0.351699 0.413705 0.262389 0.187451 0.181791 0.144326 0.13986 0.127586 0.0909118 0.0899132 0.0201455
threshold=0.12381000000000002 -0.020369999999999996 -0.066574999999999981 -0.051239999999999987 0.098290000000000002 0.08618000000000002 0.084485000000000018 0.019875 0.10871000000000001 0.086815000000000017 0.091185000000000002 1.0000000180025095e-35 -0.077294999999999989 0.11039500000000001 0.51165500000000008 -0.0046349999999999994 -0.074124999999999983 -0.23244499999999998 -0.070974999999999983 -0.014634999999999999 0.010565000000000001 -0.048789999999999993 -0.11807499999999999 -0.10998999999999999 -0.020824999999999996 0.087355000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 23 -4 5 8 -7 14 9 10 11 12 -1 19 15 17 -17 -6 -9 20 -11 -19 -23 -3 -21 -8
right_child=1 2 3 -5 7 6 25 18 -10 13 -12 -13 -14 -15 -16 16 -18 21 -20 24 -22 22 -24 -25 -26 -27
leaf_value=0.019061207783570469 -0.0072562410149145844 0.0052984535357507917 0.0077719647219864829 0.025019930091956927 0.022398376765249618 -0.0016557431659671713 0.016880115928261389 0.012368144566739835 0.0050385712341214448 0.023176074746143509 0.0330568414036179 0.0054492970582515213 0.00871768632246127 0.02364365412843215 0.016360769387798315 0.01196413077085322 -0.0050796500916895134 0.0026782385829319652 0.025270671306387393 0.01705042471358361 0.011990983799306722 0.016632225353751747 0.0075104868299376119 -0.0042996636092781787 0.011878050254565392 0.01205595667072021
leaf_weight=512 62 59 58 53 52 84 53 85 52 92 69 53 77 67 95 68 99 68 52 113 52 81 96 53 679 54
leaf_count=512 62 59 58 53 52 84 53 85 52 92 69 53 77 67 95 68 99 68 52 113 52 81 96 53 679 54
internal_value=0 0.00495323 0.00835585 0.0160237 0.0138246 0.0148281 0.00736432 0.0110002 0.0156343 0.0159548 0.0182922 0.0167025 0.017712 0.014296 0.0094583 0.0080412 0.00184957 0.0115166 0.0172786 0.013625 0.0191495 0.00919972 0.011695 0.000740446 0.0126183 0.0144623
internal_weight=0 285 223 111 2653 1957 191 696 1766 1714 711 642 589 1003 559 464 167 297 137 936 144 245 177 112 792 107
internal_count=2938 285 223 111 2653 1957 191 696 1766 1714 711 642 589 1003 559 464 167 297 137 936 144 245 177 112 792 107
is_linear=0
shrinkage=0.16829


Tree=5973
num_leaves=28
num_cat=0
split_feature=1 1 2 2 2 2 2 0 14 0 1 39 2 39 2 42 42 42 0 0 52 52 0 2 2 156 2
split_gain=39.6988 6.95918 3.45077 2.6502 1.83139 1.4734 1.36018 1.32368 1.09931 0.474561 0.580359 0.469979 0.389889 0.385892 0.344733 0.305323 0.28942 0.225432 0.173337 0.165883 0.136577 0.345833 0.189082 0.0255073 0.0603977 0.0163994 0.00536833
threshold=0.10575500000000002 0.13300500000000001 0.10656 0.098655000000000007 0.16730000000000003 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.037444999999999992 0.073890000000000011 -0.10934999999999999 0.083670000000000008 0.0039300000000000003 0.12336000000000001 0.08955500000000001 0.091235000000000024 0.086245000000000002 0.087120000000000017 0.09087000000000002 -0.14755499999999996 -0.084044999999999995 -0.092084999999999986 0.024870000000000003 -0.068669999999999995 0.095465000000000008 0.093670000000000017 1.0000000180025095e-35 0.12551500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 13 -1 -2 18 9 10 -7 12 20 -3 15 19 -17 -8 -4 -11 25 -22 -23 24 -16 -5 -20
right_child=1 4 7 11 -6 8 17 -9 -10 14 -12 -13 -14 -15 23 16 -18 -19 26 -21 21 22 -24 -25 -26 -27 -28
leaf_value=0.0064132283759444622 0.0060303922746332622 0.0057102680699213431 0.0058247886511172582 0.0066808233134366913 0.0048644116805147443 0.0068702837376857662 0.0068124167668125249 0.0063037275483006751 0.007247722715748835 0.0068796220904273715 0.0064404845847652213 0.006277939926294984 0.006339754320166798 0.0053533789677075727 0.0067658627204908997 0.0065813576041089238 0.0068479022341981586 0.0064974353684034295 0.0055400717586159337 0.0069914655726849651 0.0064124662879373731 0.006810624302529239 0.0065281495851095463 0.0068175414126266471 0.0065979654634336846 0.0068199492733206739 0.0056715389754727168
leaf_weight=87 60 81 89 85 61 73 57 53 79 407 74 61 59 65 121 58 431 61 52 334 86 79 53 103 60 56 53
leaf_count=87 60 81 89 85 61 73 57 53 79 407 74 61 59 65 121 58 431 61 52 334 86 79 53 103 60 56 53
internal_value=0 0.00584684 0.0060891 0.00678084 0.00534928 0.00683857 0.00644127 0.00583516 0.00685982 0.00684135 0.00665416 0.00656055 0.0066017 0.00555162 0.0068595 0.0068849 0.00681636 0.00664989 0.00570697 0.00693008 0.00664466 0.0065852 0.00669747 0.00674938 0.0067104 0.00673633 0.00560677
internal_weight=0 632 425 2306 207 1827 178 247 1740 1661 147 479 418 146 1514 1230 489 118 194 741 359 218 132 284 181 141 105
internal_count=2938 632 425 2306 207 1827 178 247 1740 1661 147 479 418 146 1514 1230 489 118 194 741 359 218 132 284 181 141 105
is_linear=0
shrinkage=0.0032998


Tree=5974
num_leaves=20
num_cat=0
split_feature=4 2 39 3 2 15 2 3 3 50 14 3 133 3 2 3 51 43 3
split_gain=14.3628 4.38626 1.23445 1.02089 0.949617 0.832983 0.853186 0.817523 0.847532 0.460953 0.452939 0.404357 0.336607 0.327674 0.287911 0.277133 0.251072 0.187883 0.15294
threshold=0.31392000000000003 0.12068000000000001 0.08456000000000001 0.10402500000000002 0.14870000000000003 -0.41725999999999991 0.12933000000000003 -0.0037099999999999998 -0.080294999999999991 0.021890000000000003 -1.0000000180025095e-35 -0.044539999999999989 0.086345000000000019 0.092005000000000017 0.10085000000000001 -0.097574999999999981 -0.10056999999999998 -0.072364999999999985 -0.049204999999999992
decision_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 18 10 -7 8 9 14 -2 16 -4 -9 -1 -11 -10 -12 -3
right_child=5 4 12 -5 -6 6 -8 13 11 15 17 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0013796157932746906 0.00091034829429522627 0.0011052903932467694 0.0011562331063390177 0.00099636798063473223 0.00047216580897262736 0.00056822716316489049 4.081825967482607e-05 0.0017081445139848913 0.0010781025536962584 0.0017191261250889722 0.00043674793507481968 0.00096454063081955138 0.00082735753243312518 0.0013891838696333469 0.0012204434849758287 0.0014563083067124125 0.0012932619269208987 0.00070431481464806075 0.00085802715743918292
leaf_weight=962 74 53 93 88 65 91 53 99 69 57 55 53 55 57 147 219 525 62 61
leaf_count=962 74 53 93 88 65 91 53 99 69 57 55 53 55 57 147 219 525 62 61
internal_value=0 0.00129047 0.0013273 0.00134634 0.000791516 0.00056438 0.000374356 0.0013604 0.00134262 0.0013889 0.00070746 0.0012435 0.00103425 0.00159183 0.00135855 0.00151071 0.00126833 0.000578837 0.000973292
internal_weight=0 2603 2424 2276 179 335 144 2188 2032 1385 191 647 148 156 1109 276 594 117 114
internal_count=2938 2603 2424 2276 179 335 144 2188 2032 1385 191 647 148 156 1109 276 594 117 114
is_linear=0
shrinkage=0.0032998


Tree=5975
num_leaves=18
num_cat=0
split_feature=2 9 11 2 2 1427 16 12 16 2 157 16 1453 484 1456 42 16
split_gain=0.681742 0.361873 0.243831 0.258496 0.346506 0.198986 0.196697 0.276878 0.260835 0.235551 0.168582 0.230575 0.160515 0.153162 0.205774 0.141472 0.0744943
threshold=0.12026500000000001 0.092410000000000006 0.091445000000000012 0.10384 0.10573500000000001 0.083935000000000023 -0.23389999999999997 0.10052500000000002 -0.49804499999999996 0.14290000000000003 -0.013279999999999998 -0.50472499999999987 -0.077554999999999985 -0.084954999999999989 -0.075249999999999984 0.081180000000000016 0.0033900000000000002
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 12 8 9 -2 -8 -6 -12 -1 15 -15 -14 -13
right_child=6 -3 -4 4 10 -7 7 -9 -10 -11 11 16 13 14 -16 -17 -18
leaf_value=0.026438251089397753 0.0079255942336545811 0.0043450985493844437 0.029659468958802677 0.0012949087417234129 0.0073509927754390877 0.028933126562252817 0.0081746769494356868 0.015267747844088313 0.022890011949436021 -0.0057020863476836799 0.0082255677324523623 0.017762714866463108 0.030391627218111263 0.010506725475385642 0.01822641175663792 0.019759499036736364 0.024457618435660779
leaf_weight=71 68 54 53 53 53 54 88 76 65 57 56 120 53 105 1692 114 82
leaf_count=71 68 54 53 53 53 54 88 76 65 57 56 120 53 105 1692 114 82
internal_value=0 0.0180192 0.0183132 0.0180673 0.0139096 0.0187909 0.0101274 0.00703485 0.0152525 0.00270728 0.0160536 0.0178344 0.0185209 0.0182337 0.0177763 0.0231445 0.0204893
internal_weight=0 2560 2506 2453 364 2089 354 221 133 145 311 258 2035 1964 1797 167 202
internal_count=2914 2560 2506 2453 364 2089 354 221 133 145 311 258 2035 1964 1797 167 202
is_linear=0
shrinkage=0.16829


Tree=5976
num_leaves=24
num_cat=0
split_feature=1 3 1 14 1 48 15 3 39 15 15 13 15 15 3 51 15 3 3 43 3 48 15
split_gain=18.2305 2.20079 1.64887 1.30762 1.26953 1.19532 1.13503 0.683798 0.760957 0.595179 0.474291 0.459756 0.488335 1.16392 0.360078 0.305527 0.343192 0.321106 0.214079 0.156433 0.103193 0.0908352 0.0887635
threshold=0.10921500000000002 -0.031895 0.091345000000000023 0.064610000000000015 0.13205500000000003 0.08035500000000001 -0.090324999999999989 0.3148450000000001 0.087735000000000021 0.120215 -0.094389999999999988 0.091815000000000022 0.091600000000000015 -0.052239999999999988 0.086845000000000019 -0.095009999999999983 -0.046109999999999991 -0.034509999999999992 -0.070619999999999988 -0.035884999999999993 -0.005644999999999999 0.091195000000000012 -0.075094999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 9 10 11 -7 8 21 14 -2 12 13 -4 15 16 22 18 -17 -14 -10 -3 -1
right_child=1 7 5 -5 -6 6 -8 -9 20 -11 -12 -13 19 -15 -16 17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0015468226832537856 0.00092672160525111554 0.00094627415019260367 0.0015283899561530285 0.001886539481750052 0.00059534670689126358 0.00070524306004791817 0.0013398709981475017 0.00036949634464415368 0.00060517017683645491 0.0011388465996768537 0.0013115885754637897 0.0015994618658525604 0.0013185499482222249 0.00094881084881492603 0.0012544867064276991 0.0014923206827132678 0.0011262538405533114 0.0017028962069764691 0.0013303505887519065 0.0015651308939044278 0.00040201284708224759 0.00076513966044164459 0.0013622917059885691
leaf_weight=55 54 73 62 80 55 72 54 100 52 64 103 68 54 98 86 1295 55 77 100 66 61 57 73
leaf_count=55 54 73 62 80 55 72 54 100 52 64 103 68 54 98 86 1295 55 77 100 66 61 57 73
internal_value=0 0.000763531 0.00142838 0.00147223 0.00102807 0.0012539 0.000977506 0.000599922 0.000694602 0.00145385 0.00117944 0.00135387 0.00129411 0.00117362 0.00146541 0.00147635 0.0013472 0.00149238 0.00148074 0.00145446 0.000495813 0.000867125 0.00144186
internal_weight=0 555 2359 1885 212 474 126 343 243 1805 157 348 280 160 1741 1655 183 1472 1395 120 113 130 128
internal_count=2914 555 2359 1885 212 474 126 343 243 1805 157 348 280 160 1741 1655 183 1472 1395 120 113 130 128
is_linear=0
shrinkage=0.0032998


Tree=5977
num_leaves=24
num_cat=0
split_feature=4 1 11 0 52 12 16 16 1 1 52 157 12 16 14 472 1 0 16 4 50 0 2
split_gain=1.1346 0.343055 0.481194 0.444352 0.424266 0.263683 0.276643 0.306792 0.25763 0.230948 0.201994 0.189861 0.181525 0.278372 0.221463 0.180063 0.227226 0.224207 0.194249 0.187314 0.157139 0.154686 0.129723
threshold=0.27020000000000005 0.091345000000000023 1.0000000180025095e-35 -0.13409999999999997 -0.054584999999999995 -0.0066799999999999993 0.0060400000000000011 -0.00017499999999999997 0.089535000000000017 0.093100000000000002 0.12411500000000002 -0.077764999999999987 1.0000000180025095e-35 -0.5038649999999999 -0.41128499999999996 -1.0000000180025095e-35 0.11617500000000001 -0.078244999999999995 0.026395000000000005 -0.076164999999999997 0.090195000000000011 -0.080499999999999988 0.12001500000000002
decision_type=2 2 2 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 8 20 -5 12 -8 13 -2 -15 -11 17 -17 -18 -19 -7 -13 -23
right_child=10 3 -4 9 -6 6 11 -9 -10 15 -12 21 -14 14 -16 16 18 19 -20 -21 -22 22 -24
leaf_value=0.026401139999808098 0.013884892789954813 0.012383379600957723 0.029120990802998431 0.0044233280818035759 -0.0064589306982929633 0.01713880820317942 0.0037774262570593165 0.029714691640935265 0.02690456041890335 0.0069034919095423489 0.0155290848481407 0.0072654736527729266 -0.0025200200740174913 0.0097606628310153553 -0.0044151687834249895 0.027232309285824065 0.0054803277260769686 0.022627275720808665 0.017406164518512381 0.012490784464496751 0.011551864342108241 0.018410815319744776 0.0087493599079811624
leaf_weight=78 92 81 95 52 58 1031 63 56 70 53 54 74 80 55 72 88 70 95 88 116 168 173 52
leaf_count=78 92 81 95 52 58 1031 63 56 70 53 54 74 80 55 72 88 70 95 88 116 168 173 52
internal_value=0 0.0162292 0.0174278 0.0130463 0.0045082 0.0167974 0.0163523 0.0174819 0.0169407 0.0151548 0.00604341 0.0122128 0.00432427 0.00683267 0.00170982 0.0162455 0.017325 0.0200621 0.0121339 0.0170631 0.0163575 0.0139842 0.0161859
internal_weight=0 2561 1860 701 139 1765 1687 1325 1269 562 353 362 299 219 127 510 457 299 158 211 1199 299 225
internal_count=2914 2561 1860 701 139 1765 1687 1325 1269 562 353 362 299 219 127 510 457 299 158 211 1199 299 225
is_linear=0
shrinkage=0.16829


Tree=5978
num_leaves=26
num_cat=0
split_feature=1 4 1 3 14 4 4 50 3 1 3 3 16 49 50 16 16 4 474 3 3 43 133 133 43
split_gain=24.5533 2.96827 2.37708 1.83199 1.5885 0.975271 0.844748 1.02261 1.02557 0.842472 0.803359 0.672115 0.873495 0.41062 0.40354 0.349678 0.286946 0.762956 0.424973 0.278722 0.263529 0.237818 0.280535 0.207028 0.0980864
threshold=0.10921500000000002 0.27420500000000009 0.091395000000000018 -0.065674999999999983 0.064610000000000015 0.036605000000000006 -0.17006499999999999 0.091510000000000022 -0.087864999999999985 0.12000500000000001 -0.047774999999999991 0.28833000000000003 -0.034004999999999994 -0.070754999999999985 0.11669000000000002 -0.43708999999999992 0.0077850000000000011 -0.49911499999999992 0.088510000000000019 0.31395500000000004 -0.073444999999999983 0.041625000000000002 -0.44221499999999997 -0.020429999999999997 -0.062434999999999997
decision_type=2 2 2 2 2 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 14 -4 8 -8 -3 -10 12 -5 -12 16 -7 21 -18 -19 24 -17 23 -23 -1 -11
right_child=1 9 6 11 -6 15 7 -9 10 19 13 -13 -14 -15 -16 20 17 18 -20 -21 -22 22 -24 -25 -26
leaf_value=0.0022242473458942082 0.0018560899379317793 0.0012799607203241436 0.0021150186171651139 0.0017608540914797544 0.0025282941708752618 0.0020500732295907821 0.0012313561955817518 0.0020516968365535682 0.0019812424483881394 0.0010630189215612353 0.0017984551732515733 0.0010074349432347628 0.0011982512708762836 0.0014443121149907915 0.0018584255813598684 0.0018866215070601263 0.0023195060958080397 0.0018344341319312171 0.0021779960846454271 0.00070676040194525634 0.0016202276343420827 0.002183148736461919 0.0018992549545618486 0.0021104906824335255 0.0008702415661427258
leaf_weight=246 96 83 82 52 80 74 53 91 94 66 62 61 73 89 86 100 65 180 52 67 73 62 110 760 57
leaf_count=246 96 83 82 52 80 74 53 91 94 66 62 61 73 89 86 100 65 180 52 67 73 62 110 760 57
internal_value=0 0.00124734 0.00201893 0.00148504 0.00207137 0.00205114 0.00180862 0.00174394 0.00164984 0.00100168 0.00174023 0.00129334 0.00143258 0.00158996 0.00208181 0.00185714 0.00209481 0.00200098 0.00191159 0.000879929 0.00177442 0.00211844 0.00200179 0.00213834 0.00097397
internal_weight=0 555 2359 282 1888 1808 471 389 298 273 245 186 125 151 1561 247 1475 297 232 190 173 1178 172 1006 123
internal_count=2914 555 2359 282 1888 1808 471 389 298 273 245 186 125 151 1561 247 1475 297 232 190 173 1178 172 1006 123
is_linear=0
shrinkage=0.0032998


Tree=5979
num_leaves=23
num_cat=0
split_feature=1 483 0 12 3 0 16 16 48 124 12 1 12 403 3 3 0 0 0 0 49 0
split_gain=0.743389 0.348588 0.309178 0.299129 0.284218 0.251979 0.307131 0.480024 0.21204 0.1648 0.211837 0.218993 0.379832 0.153174 0.149304 0.138179 0.136483 0.180566 0.125729 0.227353 0.12845 0.103855
threshold=0.091395000000000018 -0.022679999999999995 -0.14104999999999998 -0.0066799999999999993 0.10166000000000001 -0.071879999999999986 -0.013049999999999997 -0.11082499999999999 0.083540000000000017 -0.079729999999999981 -0.053404999999999987 0.11584000000000001 0.096510000000000012 -0.5407249999999999 -0.15288999999999997 -0.23394499999999999 -0.15445999999999996 -0.11167499999999998 -0.090939999999999979 -0.088594999999999993 0.011845000000000001 -0.024974999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 -3 9 7 -7 15 -4 -11 12 -12 -5 -15 -8 -16 -18 20 -20 -19 -17
right_child=1 2 5 13 -6 6 8 -9 -10 10 11 -13 -14 14 16 21 17 18 19 -21 -22 -23
leaf_value=0.024951336199228943 0.023318401304474389 -0.0028970085741846009 0.0054644564854090562 0.022471828862705764 0.0097206880993988276 0.010125021682289282 0.0160738445576455 -0.0085115195504443797 0.021258059388848671 0.025476517060771656 0.011727144926623948 0.0039462497015354953 0.028467567524169287 0.021985215493895958 0.021637190629439002 0.0099748054544327586 0.0050590507675272031 0.022111622612417815 0.0059072071148615892 0.014582748301874461 0.013877851159621734 0.00063643009881703941
leaf_weight=96 54 99 52 81 103 94 60 67 53 53 142 52 53 82 75 89 59 119 93 1182 101 55
leaf_count=96 54 99 52 81 103 94 60 67 53 53 142 52 53 82 75 89 59 119 93 1182 101 55
internal_value=0 0.0101353 0.00940103 0.0157697 0.00352787 0.0109394 0.00813574 0.00235828 0.0117481 0.0142637 0.015783 0.0136957 0.0162863 0.0152768 0.0149351 0.00926856 0.0145791 0.0142373 0.0145983 0.0139514 0.0183397 0.00642054
internal_weight=0 1026 972 1888 202 770 418 161 257 352 300 247 195 1792 1711 204 1629 1554 1495 1275 220 144
internal_count=2914 1026 972 1888 202 770 418 161 257 352 300 247 195 1792 1711 204 1629 1554 1495 1275 220 144
is_linear=0
shrinkage=0.16829


Tree=5980
num_leaves=21
num_cat=0
split_feature=1 1 12 123 0 0 14 15 3 16 16 12 47 16 1 1 3 3 16 15
split_gain=22.7931 4.70742 2.66559 2.00639 1.18423 1.04592 0.68643 0.618037 1.16363 0.832143 0.742788 0.857549 0.608603 0.601031 0.469346 0.467172 0.42806 0.337289 0.320692 0.272185
threshold=0.10661000000000002 0.13601500000000002 0.090535000000000018 1.0000000180025095e-35 -0.029849999999999998 0.12583000000000003 0.073890000000000011 0.039965000000000007 -0.11017499999999998 0.066010000000000013 -0.105305 0.083785000000000012 0.07813500000000001 -0.40430999999999989 0.117245 0.095085000000000017 0.090170000000000014 0.093925000000000022 -0.28430999999999995 0.084100000000000022
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 5 13 6 7 8 9 -1 -9 -12 16 -3 -4 17 18 -10 -2 -13
right_child=1 4 14 -5 -6 -7 -8 10 15 -11 11 19 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00070009517671061855 0.00054660147930606453 4.0198944500657613e-05 0.0012808701741574237 0.00080531427557073562 -0.00032300693943442373 0.00083905123932867911 0.0015993994568126993 0.0010386174691933349 0.0013098265472152328 0.0012468662687472802 0.0017607990581348344 0.0015667461221501161 0.00082486443968369215 0.00049666401998263356 0.00089557379214424103 0.0010415336124209207 0.00066696844707883098 0.0010585613382452642 0.0002239965088443307 0.0013306673760413905
leaf_weight=72 57 63 77 99 52 56 80 79 870 53 59 59 67 63 64 90 74 64 83 786
leaf_count=72 57 63 77 99 52 56 80 79 870 53 59 59 67 63 64 90 74 64 83 786
internal_value=0 0.000545918 0.000735757 0.0012661 9.56517e-05 0.0012862 0.0012975 0.00128616 0.00123383 0.000932208 0.00134729 0.00137423 0.000549734 0.000268711 0.00110623 0.00127061 0.00046343 0.00129265 0.000355594 0.00134719
internal_weight=0 600 422 2367 178 2268 2212 2132 1149 125 983 904 281 126 141 1024 214 934 140 845
internal_count=2967 600 422 2367 178 2268 2212 2132 1149 125 983 904 281 126 141 1024 214 934 140 845
is_linear=0
shrinkage=0.0032998


Tree=5981
num_leaves=26
num_cat=0
split_feature=4 2 12 0 12 4 0 2 14 48 49 49 2 49 16 0 4 12 0 474 2 402 403 2 402
split_gain=16.2154 4.95898 2.66515 1.44993 1.37186 1.26659 1.33832 1.38507 0.90768 0.812896 0.577501 0.887344 0.566919 0.504221 0.44765 0.352543 0.393098 0.348461 0.34397 0.274064 0.237914 0.229391 0.219764 0.216616 0.180752
threshold=0.31392000000000003 0.13554000000000002 1.0000000180025095e-35 -0.105195 0.090285000000000018 -0.46195999999999998 -0.071299999999999988 0.092250000000000013 -0.42227999999999993 0.08956500000000002 -0.053544999999999988 0.090085000000000012 0.12469000000000001 -1.0000000180025095e-35 -0.116045 -0.108275 0.032770000000000001 -1.0000000180025095e-35 -0.097424999999999984 0.09091500000000001 0.086865000000000012 0.024060000000000002 -0.072664999999999993 0.097845000000000015 0.089785000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 17 14 -1 7 13 -5 -3 -9 -12 -10 -7 20 -6 21 -2 -16 24 -4 22 -17 -18 -20
right_child=3 9 4 8 15 6 -8 10 12 -11 11 -13 -14 -15 18 16 23 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=0.0015401517006561965 0.00061138545377323957 0.00095418284206928326 0.0018550703428733334 0.00071023038018402484 0.0015881482711238453 0.0011919181289655602 0.00070525770582567876 0.0012679168823660387 0.00040345197851268015 0.00039539587897632997 0.00059943523369633339 0.0011756867668610942 -4.4335447180755771e-05 0.0015987672274520961 0.0012293648914150565 0.0014826962593668459 0.0010281210229447677 0.0009569417828202046 0.0014965473857954121 0.001265263347215574 0.0015663792248917696 0.0012054286217996698 0.0013412764079901475 0.0012879037915411277 0.0016399958333278616
leaf_weight=78 52 57 58 61 60 59 83 53 75 57 67 52 52 79 55 166 69 85 730 52 74 102 498 76 117
leaf_count=78 52 57 58 61 60 59 83 53 75 57 67 52 52 79 55 166 69 85 730 52 74 102 498 76 117
internal_value=0 0.00134892 0.00137929 0.000567631 0.00143063 0.001155 0.00107846 0.00117827 0.000379136 0.000675098 0.000980046 0.000851539 0.000219829 0.00142508 0.00151146 0.00134019 0.00132382 0.000826039 0.00148624 0.00150192 0.0016935 0.00135393 0.00137668 0.00116453 0.0015164
internal_weight=0 2642 2528 325 2057 471 393 310 188 114 172 119 127 138 1086 971 911 137 954 899 132 766 664 145 847
internal_count=2967 2642 2528 325 2057 471 393 310 188 114 172 119 127 138 1086 971 911 137 954 899 132 766 664 145 847
is_linear=0
shrinkage=0.0032998


Tree=5982
num_leaves=30
num_cat=0
split_feature=1 1 4 159 2 16 151 14 2 4 131 12 4 11 484 4 160 1455 2 403 43 16 43 1 16 4 150 159 4
split_gain=1.10212 0.381724 0.373412 0.288838 0.355493 0.83127 0.359537 0.526131 0.315998 0.211692 0.185857 0.184753 0.432929 0.206421 0.176662 0.152739 0.149503 0.125512 0.242028 0.103299 0.118959 0.208484 0.0941639 0.0882793 0.0832678 0.136425 0.141707 0.0512019 0.0982103
threshold=0.14684500000000003 0.085780000000000009 -0.37626499999999991 -0.094234999999999985 0.08622500000000001 -0.42170999999999997 -0.029339999999999995 -0.10523499999999998 -0.10238999999999998 -0.079614999999999977 0.089415000000000008 0.090285000000000018 -0.12685999999999997 0.07604000000000001 0.0069400000000000009 -0.50231999999999988 -0.090189999999999979 0.079520000000000021 0.083970000000000017 -0.073454999999999979 -0.020604999999999995 -0.082824999999999982 -0.036849999999999994 0.11230000000000001 -0.019749999999999993 -0.069999999999999993 0.084360000000000004 -0.041239999999999992 -0.011869999999999999
decision_type=2 2 2 2 2 2 2 2 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 15 -4 8 23 -7 -8 -5 -10 -11 13 -13 14 16 -3 -1 18 -18 22 27 -22 -14 -6 -16 -26 -27 -21 -29
right_child=-2 2 3 4 5 6 7 -9 9 10 -12 12 19 -15 24 -17 17 -19 -20 20 21 -23 -24 -25 25 26 -28 28 -30
leaf_value=0.024015073345034121 -0.0059671722106624612 0.01343563704613846 0.017986223784635942 0.00087386000560907252 0.021283912462656714 0.0081888445231135931 0.0084608727786777103 -0.010784923229318717 0.0057041743997694669 0.017069109471871159 0.0090372642518723005 -0.0025363888957093683 0.01383500750322679 0.025982757783403181 0.0054258065212282091 0.025253133769548661 0.023696080209559215 0.0077274301150075664 0.014944884222317991 0.018670134611367933 0.015246028232095766 0.0035552895057772652 0.022585877539320714 0.012000602584296527 0.020287229564145998 0.0044966945267003533 0.015574154375378031 0.016037544090855903 0.0079150468633123403
leaf_weight=69 91 65 102 72 57 93 59 126 95 268 119 52 90 54 55 61 108 52 550 64 78 98 59 62 52 66 66 116 68
leaf_count=69 91 65 102 72 57 93 59 126 95 268 119 52 90 54 55 61 108 52 550 64 78 98 59 62 52 66 66 116 68
internal_value=0 0.0128307 0.010499 0.00945965 0.00854324 0.00469186 -0.000340119 -0.00463736 0.0112999 0.0128536 0.014604 0.0144495 0.0121374 0.0157959 0.0152538 0.0191711 0.0164867 0.0157525 0.016384 0.0134722 0.0121185 0.00874662 0.0173122 0.0164623 0.0112277 0.0129522 0.010049 0.0145043 0.0130455
internal_weight=0 2876 1179 1053 951 397 278 185 554 482 387 1697 625 1072 1018 126 779 710 658 573 424 176 149 119 239 184 132 248 184
internal_count=2967 2876 1179 1053 951 397 278 185 554 482 387 1697 625 1072 1018 126 779 710 658 573 424 176 149 119 239 184 132 248 184
is_linear=0
shrinkage=0.16829


Tree=5983
num_leaves=23
num_cat=0
split_feature=1 0 1 48 2 1 155 0 457 150 16 0 42 1447 1447 2 12 0 12 484 2 42
split_gain=0.786215 0.445935 0.330777 0.193689 0.2462 0.217657 0.233416 0.259313 0.324756 0.324597 0.289472 0.265076 0.180416 0.195515 0.178067 0.15163 0.148314 0.125092 0.172099 0.0936796 0.083684 0.0781137
threshold=0.12000500000000001 -0.10462499999999998 0.13891000000000003 0.10971000000000002 0.11203000000000002 0.085780000000000009 0.099270000000000011 -0.071879999999999986 0.085510000000000017 0.088985000000000009 0.0015850000000000003 -0.14259999999999998 0.086435000000000012 -0.084999999999999978 -0.083839999999999984 0.11183000000000003 0.085905000000000023 -0.14755499999999996 1.0000000180025095e-35 -0.020824999999999996 0.10060500000000001 0.089525000000000007
decision_type=2 2 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 5 -5 12 7 8 9 11 -9 -7 14 -14 -1 17 -15 -16 -19 -18 -21 -3
right_child=1 2 -4 4 -6 6 -8 10 -10 -11 -12 -13 13 16 15 -17 19 18 -20 20 -22 -23
leaf_value=0.021676046957121341 0.012155496225517821 0.00025218403765765751 -0.0089056542275127437 0.026217701809237156 0.0099964259203365515 0.020646643666211217 0.017403760539000286 -0.0042123580630895286 -0.0017505699637342784 -0.00042677442591706029 0.0087881780076870999 0.010481842983411201 -0.00020828725751791645 0.017324526457699784 0.021080691073202665 0.0053627743713147774 0.014229516024100521 0.0047777460105400673 0.013519315633970084 0.0066278387190004256 0.012573610212738947 0.0084245884263788248
leaf_weight=68 95 75 99 54 53 90 80 94 64 63 100 389 52 79 56 74 91 70 803 267 91 60
leaf_count=68 95 75 99 54 53 90 80 94 64 63 100 389 52 79 56 74 91 70 803 267 91 60
internal_value=0 0.00242948 -0.00151144 0.0111614 0.0181997 0.0108631 0.00871803 0.00784721 0.00956257 0.0109017 0.00247969 0.0123955 0.0120054 0.00960365 0.0133044 0.012735 0.0105734 0.0133203 0.0128204 0.00938154 0.00814421 0.00389767
internal_weight=0 329 234 2638 107 2531 880 800 606 542 194 479 1651 580 1071 1003 528 929 873 449 358 135
internal_count=2967 329 234 2638 107 2531 880 800 606 542 194 479 1651 580 1071 1003 528 929 873 449 358 135
is_linear=0
shrinkage=0.16829


Tree=5984
num_leaves=23
num_cat=0
split_feature=1 2 1 3 16 2 4 1 13 1 52 1 2 2 2 41 475 1 4 160 52 43
split_gain=12.3294 2.9782 1.65865 1.48751 1.28712 1.20308 1.18832 1.29478 0.825426 0.703643 0.645582 0.60464 0.499219 0.466419 0.85647 0.453698 0.352108 0.399557 0.274891 0.242971 0.160018 0.1856
threshold=0.12000500000000001 0.10644500000000001 0.15028500000000003 -0.026279999999999998 0.51041000000000014 0.079770000000000021 -0.082619999999999985 0.085410000000000014 -0.14258499999999999 0.10661000000000002 0.056265000000000009 0.11215000000000001 0.12336000000000001 0.13554000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.087769999999999987 0.096315000000000026 -0.0072149999999999992 0.085130000000000011 -0.040589999999999994 -0.030594999999999994
decision_type=2 2 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 8 9 -5 -7 -8 -1 12 13 -11 20 14 -2 16 -10 19 -19 -18 -3 -22
right_child=2 4 -4 5 -6 6 7 -9 15 11 -12 -13 -14 -15 -16 -17 17 18 -20 -21 21 -23
leaf_value=0.0016465897508709795 0.00032863296757267669 0.00086662211032881959 1.3453960030774151e-05 0.00067215134229984543 0.0012587446257997989 0.0014461971889570748 0.0012658702213160593 0.0006662538553606804 0.00099485318551476585 0.00040349172854276021 0.00086646261704531819 0.00083464276918074668 0.00067031924969856277 0.0002894116317288539 0.00089738448297309087 0.00091943039290825015 0.0012437952812771446 0.0012081537691762954 0.00093456685066680442 0.0013809815888884626 0.00094630527538178784 0.0012085411772640594
leaf_weight=52 56 52 69 92 92 80 75 83 67 65 68 79 59 76 60 53 1337 92 74 163 56 67
leaf_count=52 56 52 69 92 92 80 75 83 67 65 68 79 59 76 60 53 1337 92 74 163 56 67
internal_value=0 0.00114643 0.000468786 0.00119811 0.000907996 0.000993572 0.00111767 0.000951105 0.00123481 0.000822536 0.000589488 0.000640271 0.000934548 0.00049121 0.000623118 0.0012228 0.00123206 0.00124158 0.00108641 0.00125873 0.00102343 0.00108944
internal_weight=0 2638 329 2168 470 330 238 158 1838 378 260 144 234 192 116 1786 1733 1666 166 1500 175 123
internal_count=2967 2638 329 2168 470 330 238 158 1838 378 260 144 234 192 116 1786 1733 1666 166 1500 175 123
is_linear=0
shrinkage=0.0032998


Tree=5985
num_leaves=25
num_cat=0
split_feature=1 3 2 1 3 3 2 13 2 3 1 2 2 2 16 1456 52 52 1456 1 1429 1213 3 159
split_gain=22.189 4.61588 1.88212 1.78411 1.68619 2.51773 1.59094 0.68998 0.674182 1.22713 0.96343 0.671584 0.498767 0.523224 0.497593 0.399561 0.385607 0.422454 0.358318 0.335642 0.279866 0.272999 0.0924236 0.0684011
threshold=0.10398500000000001 -0.055389999999999988 0.095565000000000011 0.121715 0.3148450000000001 0.076825000000000018 -1.0000000180025095e-35 -0.13871999999999998 0.11366500000000002 -0.13117499999999996 0.093575000000000019 0.10697500000000001 -1.0000000180025095e-35 0.13270000000000001 0.31625000000000009 -0.070654999999999982 -0.079689999999999997 0.024870000000000003 0.089135000000000006 0.11497000000000002 0.084710000000000021 -0.011799999999999998 -0.076514999999999986 -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=2 3 6 11 5 12 -1 -8 9 -4 16 -2 -3 -14 -10 23 -11 -18 20 -7 21 -17 -19 -9
right_child=1 4 8 -5 -6 19 7 15 14 10 -12 -13 13 -15 -16 18 17 22 -20 -21 -22 -23 -24 -25
leaf_value=0.0010125404348493422 0.0014547136490383075 0.0001785829727346235 0.0017608686580518164 0.00063939576689854495 0.00012862685977466901 0.0008037941101849634 0.0018672348517654376 0.0017436181026571525 0.00091927887578556781 0.0015331801088597687 0.00084563745306273218 0.001028932106803128 0.00073863835734997666 0.00029769756304396262 0.001293272212391863 0.0015499735540778997 0.0010395436360386178 0.0014318056776727618 0.0017308428178260922 0.001133580456504038 0.0012594065698508549 0.0014351575251284495 0.0012767861420236155 0.0015839277104451384
leaf_weight=80 98 76 60 67 94 67 52 56 97 73 55 70 60 58 66 307 71 78 53 70 81 972 111 85
leaf_count=80 98 76 60 67 94 67 52 56 97 73 55 70 60 58 66 307 71 78 53 70 81 972 111 85
internal_value=0 0.000724487 0.0014111 0.00109573 0.000519127 0.000629918 0.00146808 0.00149075 0.00125379 0.00132025 0.00125202 0.00127751 0.000387771 0.000522203 0.00107093 0.00147813 0.00131904 0.00125878 0.00146119 0.000972555 0.00145066 0.00146274 0.00134095 0.0016476
internal_weight=0 660 2297 235 425 331 1686 1606 611 448 388 168 194 118 163 1554 333 260 1413 137 1360 1279 189 141
internal_count=2957 660 2297 235 425 331 1686 1606 611 448 388 168 194 118 163 1554 333 260 1413 137 1360 1279 189 141
is_linear=0
shrinkage=0.0032998


Tree=5986
num_leaves=21
num_cat=0
split_feature=1 4 40 4 160 3 4 2 2 41 1456 4 3 15 1 484 3 2 1 484
split_gain=14.3617 3.15385 1.82238 1.39807 1.30665 1.08651 1.00743 0.968548 0.981895 0.627283 0.481001 0.485243 0.477061 0.469707 0.417082 0.267537 0.218105 0.213958 0.207518 0.120709
threshold=0.10398500000000001 0.50541500000000006 -0.066359999999999988 -0.35269999999999996 -0.068619999999999987 -0.036264999999999992 0.097095000000000015 0.11366500000000002 -0.080859999999999974 0.083565000000000014 -0.070654999999999982 0.0033150000000000007 -0.085134999999999975 -0.032144999999999993 0.083670000000000008 0.09129000000000001 -0.14186499999999996 0.090755000000000016 0.078320000000000015 0.042570000000000004
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 -4 -3 12 -7 8 -1 10 18 15 -5 -9 17 16 -12 -13 19 -10
right_child=1 4 3 5 -6 6 -8 13 9 -11 11 14 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00088707259478456517 0.00049130299942463864 0.00068128940794865952 0.0014486516232333484 0.00088970086419331142 9.0092408155227312e-05 0.00048230848252646424 0.00099074454286844529 0.001226006439317543 0.0013508530307049004 0.00099375682796978772 0.0015285041373904822 0.001475558580754717 0.0012528849648783228 0.00086668929403602201 0.0010010484815075186 0.0011431726116849894 0.0013592714896193861 0.001229015221357299 0.0016891759243348882 0.0015626976927460561
leaf_weight=53 99 76 62 69 88 90 81 91 74 55 92 52 95 72 76 61 1391 170 55 55
leaf_count=53 99 76 62 69 88 90 81 91 74 55 92 52 95 72 76 61 1391 170 55 55
internal_value=0 0.000761333 0.000892547 0.000992516 0.000364277 0.000907992 0.000723353 0.00131377 0.00133256 0.00134389 0.00135338 0.00133714 0.0011003 0.00106751 0.00121413 0.00136086 0.00136979 0.00128692 0.00151569 0.00144145
internal_weight=0 660 496 397 164 335 171 2297 2134 2081 2026 1842 164 163 298 1544 1483 222 184 129
internal_count=2957 660 496 397 164 335 171 2297 2134 2081 2026 1842 164 163 298 1544 1483 222 184 129
is_linear=0
shrinkage=0.0032998


Tree=5987
num_leaves=18
num_cat=0
split_feature=4 16 1456 39 4 12 0 51 15 3 160 16 0 3 51 3 11
split_gain=0.836864 0.526034 0.373606 0.308683 0.2437 0.444313 0.379033 0.272503 0.474973 0.225218 0.223572 0.210819 0.201126 0.149056 0.146166 0.139279 0.0872375
threshold=0.51292000000000015 -0.47730499999999992 -0.084824999999999998 0.089030000000000012 -0.17568999999999999 0.085655000000000023 1.0000000180025095e-35 -0.09522499999999999 -0.044884999999999994 0.086845000000000019 -0.010749999999999997 0.24100000000000002 -0.068189999999999987 -0.0024599999999999995 -0.22964499999999996 -0.082474999999999979 0.085990000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 15 4 5 11 7 8 14 13 -11 -4 -5 -9 -6 -1 -7
right_child=1 -3 3 12 6 16 -8 9 -10 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.014749273715124739 0.0089249044083575622 -0.013944641331183708 0.032407854259466448 0.010715734205751745 0.014505733340551384 0.014598926793235033 -0.0015338930278574563 0.012597999196739986 -0.0077186278919040953 0.015835592007333626 0.003484299305024312 0.017355409043027525 -0.00065471074018968491 0.021788833904532904 0.0034161971909988931 0.025278219486075938 0.0050931738741384295
leaf_weight=71 55 59 54 81 98 54 63 1778 54 58 148 53 96 52 52 74 57
leaf_count=71 55 59 54 81 98 54 63 1778 54 58 148 53 96 52 52 74 57
internal_value=0 -0.00289533 0.0117973 0.0113485 0.011826 0.0172197 0.0113146 0.0116768 0.00579607 0.0122651 0.00697057 0.0249688 0.00453856 0.0128601 0.0106733 0.0201351 0.00973378
internal_weight=0 114 2843 2698 2521 218 2303 2240 204 2036 206 107 177 1830 150 145 111
internal_count=2957 114 2843 2698 2521 218 2303 2240 204 2036 206 107 177 1830 150 145 111
is_linear=0
shrinkage=0.16829


Tree=5988
num_leaves=17
num_cat=0
split_feature=1 15 3 39 14 39 1 12 447 14 16 16 1453 1429 15 16
split_gain=14.425 3.72725 1.55009 1.40122 1.2003 1.19257 0.868202 0.712526 0.581527 0.705997 0.456887 0.363306 0.309571 0.27131 0.344646 0.224642
threshold=0.10678000000000001 -0.21242999999999998 0.28833000000000003 0.08481000000000001 -0.45687499999999998 0.0039300000000000003 0.088035000000000016 0.11755500000000001 0.085135000000000016 0.073890000000000011 -0.4193599999999999 0.08215500000000002 -0.076919999999999988 -0.08262499999999999 0.043560000000000008 -0.071444999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 11 -2 7 -7 8 9 12 -6 15 -1 -14 -15 -3
right_child=1 2 -4 -5 10 6 -8 -9 -10 -11 -12 -13 13 14 -16 -17
leaf_value=0.0013759517075922869 0.00060179042323420186 0.00097503101763926777 0.00028987163849254007 0.00048764718142797476 0.00018997418676304755 0.0010725393110764712 0.00056161794225212489 0.00081211901635319336 0.00085205504736263844 0.001469361798985158 -0.00017406030159672041 0.0011378350842235615 0.0013740391558627202 0.0010867749062820596 0.0011772036822720908 0.00069596731475859443
leaf_weight=63 58 82 69 90 95 76 70 72 71 77 62 91 53 950 925 53
leaf_count=63 58 82 69 90 95 76 70 72 71 77 62 91 53 950 925 53
internal_value=0 0.000544345 0.000738733 0.000836632 0.000196091 0.00111755 0.000827818 0.00113667 0.00114758 0.00115771 4.5991e-05 0.000975453 0.00114564 0.00113809 0.00113141 0.000865734
internal_weight=0 600 385 316 215 2357 146 2211 2139 2068 157 226 1991 1928 1875 135
internal_count=2957 600 385 316 215 2357 146 2211 2139 2068 157 226 1991 1928 1875 135
is_linear=0
shrinkage=0.0032998


Tree=5989
num_leaves=12
num_cat=0
split_feature=4 15 1456 31 11 11 1429 51 15 1213 43
split_gain=0.632719 0.281546 0.267832 0.21686 0.187895 0.277115 0.180719 0.192766 0.36492 0.20478 0.125938
threshold=0.51292000000000015 -0.53241999999999989 -0.085589999999999986 -0.017869999999999997 0.090715000000000004 0.079700000000000007 -0.08262499999999999 -0.08563999999999998 -0.0080049999999999982 -0.011799999999999998 -0.01418
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 -4 5 6 -5 8 -8 -9 -1
right_child=1 -3 3 4 -6 -7 7 9 -10 -11 -12
leaf_value=0.013489137484937089 0.0062015706780495991 -0.010519035124711447 -0.00021326387551461813 0.019822350673142194 0.0026643076547481223 0.019397412101790142 0.0095973536038647389 0.014165150248841794 -0.003609421688938358 0.0098235590375008956 0.024070991840257121
leaf_weight=79 56 58 56 55 88 98 219 377 81 1735 55
leaf_count=79 56 58 56 55 88 98 219 377 81 1735 55
internal_value=0 -0.00228964 0.0104839 0.0101191 0.0103379 0.0106005 0.0102503 0.0100313 0.00602554 0.0105994 0.0178458
internal_weight=0 114 2843 2709 2653 2565 2467 2412 300 2112 134
internal_count=2957 114 2843 2709 2653 2565 2467 2412 300 2112 134
is_linear=0
shrinkage=0.16829


Tree=5990
num_leaves=19
num_cat=0
split_feature=155 4 14 4 15 4 3 4 158 0 0 1453 3 475 3 13 0 3
split_gain=0.295156 0.231723 0.343926 0.208916 0.330276 0.164442 0.330323 0.21463 0.28392 0.17245 0.218983 0.217602 0.138505 0.123986 0.188414 0.119264 0.0980589 0.0327016
threshold=0.083985000000000018 0.26546000000000003 -0.10523499999999998 0.51074000000000008 -0.15097999999999998 0.078235000000000013 -0.017704999999999995 0.046185000000000004 0.08870500000000002 -0.22480499999999998 -0.15029999999999996 -0.075794999999999987 -0.10067 -0.065504999999999994 -0.082204999999999986 -0.053999999999999999 -0.092344999999999983 -0.078644999999999979
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 7 17 9 16 -1 -11 -12 -13 -2 -15 -6 -9 -7
right_child=13 2 3 -5 15 6 -8 8 -10 10 11 12 -14 14 -16 -17 -18 -19
leaf_value=0.00025733942930839914 0.0087071636280161083 0.012900202878700147 -0.011068649958141361 0.0081604219209198935 -0.002759926321192777 0.011160536229417926 0.024574945506833382 -0.0078977579483939901 0.012212866298294591 0.018710830493003223 -0.001178675543703775 0.004686585288571494 0.0093630840943826638 0.025430845698534862 0.01228054664554901 0.0077718463972501917 0.002140673651838192 0.0053079123773792872
leaf_weight=69 67 91 72 81 53 59 53 53 54 62 63 203 1655 53 76 71 57 53
leaf_count=69 67 91 72 81 53 59 53 53 54 62 63 203 1655 53 76 71 57 53
internal_value=0 0.00786181 0.00392254 0.000966714 -0.00199703 0.0084699 0.0136113 0.00808627 0.002213 0.0085548 0.00884261 0.00852318 0.00885311 0.0146333 0.0176973 0.00325587 -0.00267969 0.00840703
internal_weight=0 2749 368 277 196 2381 165 2216 164 2052 1983 1921 1858 196 129 124 110 112
internal_count=2945 2749 368 277 196 2381 165 2216 164 2052 1983 1921 1858 196 129 124 110 112
is_linear=0
shrinkage=0.16829


Tree=5991
num_leaves=30
num_cat=0
split_feature=1 10 1 4 12 16 52 14 4 4 48 16 4 42 12 16 4 15 4 4 15 51 42 12 12 48 52 47 4
split_gain=12.1966 1.87096 1.66003 1.44046 1.04055 0.883316 0.743313 0.622837 0.581298 0.566788 0.428561 0.427497 0.397855 0.444806 0.416433 0.367357 0.471593 0.3334 0.308896 0.306473 0.290893 0.278184 0.202532 0.25223 0.229303 0.181634 0.0951822 0.079182 0.0645058
threshold=0.11338500000000001 -0.36237499999999995 0.095920000000000019 0.40736500000000003 0.087255000000000013 0.26411500000000004 -0.032354999999999988 -0.41992499999999994 0.043640000000000005 0.0040650000000000009 0.083775000000000002 -0.43708999999999992 -0.0062699999999999987 0.084645000000000012 1.0000000180025095e-35 -0.0020399999999999997 0.022635000000000006 -0.12272499999999999 -0.17006499999999999 0.51367000000000018 -0.063834999999999989 0.08482000000000002 -0.10324499999999999 0.090455000000000021 0.09253500000000002 0.091095000000000023 -0.27957499999999996 0.09550500000000002 0.062600000000000017
decision_type=2 2 2 2 2 2 2 2 2 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 15 6 -3 -5 10 26 12 -10 14 -14 18 16 -4 27 -1 -9 28 25 24 -24 -16 -19 -6 -12 -13
right_child=1 3 4 7 9 -7 -8 19 11 -11 17 20 13 -15 22 -17 -18 21 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30
leaf_value=0.0011261257713174279 -8.5729326772522539e-05 0.00036947936102458434 0.00047908565876690336 0.00068234345937949979 0.0010970339029545053 0.0010875517268715761 0.0008360837448160664 0.00012809916983106504 0.0011628114574799668 0.00079537215064148261 0.001269681241947192 0.0010759478520910558 0.00149257446254711 0.0011496543299698429 0.001157899839375138 0.00096439585736622527 0.00084228752326404228 0.001167434556278696 0.00076463245298565171 0.00042791957274962103 0.00072159206986891487 0.00077487669506702366 0.0011885835633487214 0.0010857554158089538 0.0014615517167271574 0.00089608454569391606 0.0012926905561798331 0.0010790399941547713 0.0009163025669840087
leaf_weight=52 52 68 85 54 54 65 83 80 96 55 52 56 82 86 61 54 73 60 53 70 71 71 689 437 52 52 64 52 66
leaf_count=52 52 68 85 54 54 65 83 80 96 55 52 56 82 86 61 54 73 60 53 70 71 71 689 437 52 52 64 52 66
internal_value=0 0.000504115 0.00108312 0.000577227 0.000883585 0.000765189 0.000626191 0.000378036 0.00111989 0.00107392 0.00114208 0.000981653 0.00116444 0.00131724 0.00114531 0.0007281 0.000647117 0.00102416 0.000943993 0.00026825 0.00089136 0.000938411 0.00116235 0.00114871 0.00129795 0.00104177 0.00120345 0.0011747 0.000989871
internal_weight=0 472 2473 420 385 216 151 204 2088 173 1799 289 1512 168 1344 212 158 287 105 150 193 183 1239 1126 113 112 118 104 122
internal_count=2945 472 2473 420 385 216 151 204 2088 173 1799 289 1512 168 1344 212 158 287 105 150 193 183 1239 1126 113 112 118 104 122
is_linear=0
shrinkage=0.0032998


Tree=5992
num_leaves=23
num_cat=0
split_feature=2 15 2 2 151 10 151 14 13 2 40 15 16 16 13 15 47 13 2 1456 2 16
split_gain=19.0722 8.14391 3.60681 3.36284 2.96029 2.7651 1.514 1.43609 1.36969 0.845646 0.827985 0.763136 0.754934 0.991804 0.628823 0.447418 0.443011 0.42272 0.34145 0.29217 0.137553 0.0725778
threshold=0.13388500000000003 -0.38214499999999996 0.10510500000000002 -0.007134999999999999 -0.048789999999999993 -0.36237499999999995 -1.0000000180025095e-35 0.073890000000000011 -0.088854999999999976 0.092320000000000013 -1.0000000180025095e-35 -0.0039399999999999991 0.0071000000000000013 -0.037309999999999989 -1.0000000180025095e-35 -0.13843999999999998 0.10070000000000003 -1.0000000180025095e-35 0.11248000000000001 0.085330000000000003 0.11231500000000001 -0.011849999999999998
decision_type=2 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 -4 -2 -3 9 -6 16 -7 18 13 -11 -14 -12 19 -1 -10 -5 -13 -18
right_child=5 2 4 7 8 10 -8 -9 11 12 15 20 14 -15 -16 -17 21 -19 -20 -21 -22 -23
leaf_value=0.00065252757665739303 -5.2640728808967716e-06 0.00077416596394220812 0.00082477910959145992 0.0017726390014022118 0.0010862126321901334 0.00048515125361829164 0.001489919671244824 0.0021696218295183031 0.0012524657172597988 0.0015952980610695108 0.00075151274651513212 0.0019372775156886338 0.0015939102747508152 0.0010971421836676073 0.0020294783039362723 0.0011461135696816305 0.0014854134906807893 0.0010337859631086895 0.0015836654078712747 0.0019700304190069921 0.0017061228756674392 0.0016502216142403349
leaf_weight=75 55 53 84 1262 65 52 83 85 55 236 55 58 80 54 68 75 52 56 95 91 64 92
leaf_count=75 55 53 84 1262 65 52 83 85 55 236 55 58 80 54 68 75 52 56 95 91 64 92
internal_value=0 0.00161891 0.00165972 0.00171434 0.00137993 0.00064247 0.00121125 0.0017482 0.0015182 0.00172967 0.000838407 0.0016213 0.00160128 0.00150266 0.00179427 0.000979438 0.00176721 0.000815777 0.00146246 0.00178594 0.0018163 0.00159095
internal_weight=0 2708 2577 2156 421 237 136 2020 337 1935 182 272 438 290 148 130 1497 131 150 1353 122 144
internal_count=2945 2708 2577 2156 421 237 136 2020 337 1935 182 272 438 290 148 130 1497 131 150 1353 122 144
is_linear=0
shrinkage=0.0032998


Tree=5993
num_leaves=15
num_cat=0
split_feature=10 156 1 1 1348 0 150 1456 160 16 15 0 15 15
split_gain=0.300128 0.199172 0.210539 0.303512 0.196647 0.164388 0.171353 0.173889 0.151586 0.150005 0.196107 0.137172 0.107415 0.187356
threshold=-0.36237499999999995 0.087485000000000021 0.14720000000000003 0.11359000000000001 0.083570000000000019 -0.23043999999999995 0.095565000000000011 -0.013064999999999998 -0.021314999999999997 -0.0098949999999999975 -0.07879499999999999 -0.048199999999999993 -0.41956999999999994 -0.083029999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7 -5 -3 -11 -12 -10 -14
right_child=1 9 -4 8 -6 6 -8 -9 12 10 11 -13 13 -15
leaf_value=-0.0035563548578247603 0.017734685135458769 0.019492477886451219 0.018321295713487881 -0.0039549251082985669 0.018936401174323502 0.0038411252020887814 -0.00037717337649146947 0.0091568290054158414 0.011550899052711621 0.018369884660040199 0.0038275371673767576 0.012567181675006454 -0.0030960248986182603 0.0083605305446019119
leaf_weight=55 55 74 60 67 54 194 61 1828 56 74 102 103 76 86
leaf_count=55 55 74 60 67 54 194 61 1828 56 74 102 103 76 86
internal_value=0 0.00896986 0.00844662 0.0082067 0.00887884 0.00862397 0.00838255 0.0086477 0.00303081 0.0127253 0.010924 0.00822744 0.00518605 0.00297476
internal_weight=0 2890 2537 2477 2192 2138 2083 2022 285 353 279 205 218 162
internal_count=2945 2890 2537 2477 2192 2138 2083 2022 285 353 279 205 218 162
is_linear=0
shrinkage=0.16829


Tree=5994
num_leaves=23
num_cat=0
split_feature=1 14 3 12 3 52 52 160 3 43 3 52 3 123 159 3 1 43 3 1456 52 43
split_gain=6.54315 1.33281 1.24759 0.803989 0.814407 0.584889 0.486532 0.461831 0.427928 0.644595 0.42747 0.418461 0.464534 0.433456 0.287211 0.213828 0.614661 0.199228 0.196388 0.186215 0.0876349 0.0454289
threshold=0.10921500000000002 0.073890000000000011 -0.070724999999999996 0.056995000000000011 -0.021559999999999996 -0.092084999999999986 -0.074359999999999996 -0.092894999999999991 0.088880000000000015 -0.077134999999999995 -0.073984999999999981 -0.080219999999999986 0.25089000000000006 0.08901000000000002 -0.08867499999999999 -0.23394499999999999 0.096255000000000021 0.058415000000000009 -0.12077499999999998 -0.090374999999999997 0.086435000000000026 -0.049999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 -6 -2 -4 9 -7 15 -9 13 -13 -12 -5 18 20 -17 -20 -16 -8
right_child=2 -3 7 10 5 8 21 11 -10 -11 14 12 -14 -15 17 16 -18 -19 19 -21 -22 -23
leaf_value=0.00037938175268176379 0.0009604031975387657 0.0012283241443040011 6.448365781753929e-05 0.0010920326288983196 0.00101442454234208 0.00052439641511232862 0.00050029493941446102 0.00019591920658551841 0.00050277739640349514 0.00096300975477934452 0.00095576473656037379 0.00070091264641252825 0.00028344811172342652 0.00034336296273273381 0.00068018976936458147 0.00073116576447501973 0.00055983333248758448 0.00080989088159308994 0.00073693982441271142 0.00090958672278500274 0.00050244094222559425 0.00064171600942821187
leaf_weight=71 53 99 52 54 81 60 53 84 87 95 56 104 97 58 74 81 64 89 74 1350 55 54
leaf_count=71 53 99 52 54 81 60 53 84 87 95 56 104 97 58 74 81 64 89 74 1350 55 54
internal_value=0 0.000852704 0.000454831 0.000836458 0.000700347 0.000770791 0.000700876 0.000355078 0.000689098 0.000793451 0.000864709 0.00039903 0.000464768 0.000573119 0.000743347 0.000885176 0.000878034 0.000688619 0.000891542 0.00090064 0.000604678 0.000571996
internal_weight=0 2390 555 2291 394 323 160 395 242 155 1897 343 259 162 274 1623 1569 218 1505 1424 129 107
internal_count=2945 2390 555 2291 394 323 160 395 242 155 1897 343 259 162 274 1623 1569 218 1505 1424 129 107
is_linear=0
shrinkage=0.0032998


Tree=5995
num_leaves=14
num_cat=0
split_feature=2 11 11 16 2 2 455 4 1 31 9 2 11
split_gain=0.415144 0.25984 0.327242 0.214466 0.323003 0.200818 0.327202 0.352761 0.317487 0.265048 0.217045 0.205838 0.191366
threshold=0.14253500000000002 0.093525000000000011 0.079225000000000004 -0.0046349999999999994 0.16423500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.50291500000000011 0.12829500000000002 -0.081774999999999973 0.081505000000000008 0.08895500000000002 0.086175000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 9 7 8 11 -1 -11 -7 -4
right_child=3 -3 12 -5 -6 6 -8 -9 -10 10 -12 -13 -14
leaf_value=0.012802465073329048 -0.0053577457101087857 -0.0022894915694609132 0.024257659904768147 -0.0087410273307144855 0.013046604894952794 0.0099445257091353746 0.019981114211000624 -0.0047316794557446685 0.021662155178988375 -0.0092151232742107552 0.0052318916241485547 0.006713882908739993 0.010737563129977879
leaf_weight=52 52 61 59 55 56 1223 72 56 53 56 62 1038 61
leaf_count=52 52 61 59 55 56 1223 72 56 53 56 62 1038 61
internal_value=0 0.0085502 0.00879288 -0.000176377 0.00416862 0.00839677 0.00878645 0.0084456 0.00876528 0.00278858 -0.00160909 0.00846217 0.0173999
internal_weight=0 2793 2732 163 108 2612 2442 2370 2314 170 118 2261 120
internal_count=2956 2793 2732 163 108 2612 2442 2370 2314 170 118 2261 120
is_linear=0
shrinkage=0.16829


Tree=5996
num_leaves=28
num_cat=0
split_feature=12 15 15 12 13 43 43 15 11 13 15 160 12 43 13 0 0 47 475 47 43 43 160 1204 1375 160 16
split_gain=8.76088 2.7525 2.69118 1.54992 1.34078 1.07799 1.02396 0.969749 0.604371 0.604184 0.53506 0.510823 0.472941 0.401031 0.389227 0.364767 0.257984 0.254068 0.237538 0.224288 0.207223 0.184848 0.220125 0.139891 0.114838 0.087863 0.0561296
threshold=0.056995000000000011 0.14508500000000005 -0.26361999999999991 0.093910000000000007 -0.27740999999999993 -0.062434999999999997 -0.095049999999999982 -0.0039399999999999991 1.0000000180025095e-35 -0.10373499999999998 0.025430000000000005 -0.074049999999999991 -0.014854999999999998 -0.35045999999999994 0.10621000000000001 -0.06612999999999998 -0.092134999999999981 0.09252500000000001 -0.087994999999999976 0.090515000000000026 -0.08076499999999999 -0.083209999999999992 -0.44494499999999998 -0.084344999999999989 0.083945000000000006 0.0044600000000000013 0.14976500000000001
decision_type=2 2 2 2 2 2 2 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 8 -4 6 -6 12 18 -5 -10 -1 -7 -11 19 -8 -13 -14 -2 20 -15 24 -23 -24 25 -20 -9
right_child=1 -3 4 9 5 7 15 26 10 13 -12 16 17 14 -16 -17 -18 -19 21 -21 -22 22 23 -25 -26 -27 -28
leaf_value=0.0009195611533654712 0.0013158207153117793 0.00073723633612198685 0.00077357039847851148 0.0010194136825218414 0.0013576708877322935 0.0014353097753943751 0.0010067964074308938 0.0014914974848019087 0.0015500088363256143 0.0016609856509047724 0.002019611557225551 0.00071679996594248242 0.0011982772243077605 0.0016184695139530932 0.0011150826532614921 0.0006442401907678423 0.00038889609075157499 0.00090628600844165847 0.0016156061558125136 0.0012250548723770529 0.0013944900828269271 0.0013458392434546286 0.0013710036243043261 0.0015436247996527474 0.0017567071849839727 0.0014732240094099615 0.0016416711311010353
leaf_weight=71 56 55 83 53 67 65 71 65 53 55 55 54 93 53 63 54 52 52 213 78 413 80 59 758 52 70 63
leaf_count=71 56 55 83 53 67 65 71 65 53 55 55 54 93 53 63 54 52 52 213 78 413 80 59 758 52 70 63
internal_value=0 0.00146727 0.00106112 0.00148627 0.0011647 0.00122588 0.00102764 0.00133839 0.00155044 0.00136093 0.00178948 0.000702198 0.00119968 0.00138822 0.00136345 0.000850454 0.000556274 0.00109381 0.00153037 0.00139215 0.00142004 0.0015401 0.00151471 0.0015312 0.00160797 0.00158051 0.00156569
internal_weight=0 2166 790 2111 613 530 192 338 1396 715 108 177 210 662 607 125 106 145 1288 544 466 1232 897 817 335 283 128
internal_count=2956 2166 790 2111 613 530 192 338 1396 715 108 177 210 662 607 125 106 145 1288 544 466 1232 897 817 335 283 128
is_linear=0
shrinkage=0.0032998


Tree=5997
num_leaves=18
num_cat=0
split_feature=150 1 1 11 11 1 150 1186 12 12 1 13 157 13 160 0 13
split_gain=0.251872 0.446231 0.31358 0.229267 0.290888 0.231323 0.277376 0.248995 0.178555 0.168433 0.164687 0.164544 0.163423 0.140244 0.137432 0.243345 0.0546974
threshold=0.10373000000000002 0.12313000000000002 0.11189500000000001 0.087830000000000005 1.0000000180025095e-35 0.091725000000000015 -1.0000000180025095e-35 0.085780000000000009 0.091495000000000007 0.094730000000000023 0.081720000000000015 -0.017354999999999999 -0.0023149999999999998 -0.013049999999999997 -0.068619999999999987 -0.087404999999999997 -0.010655
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 -8 -4 13 -6 12 -2 -7 -3 -16 -17
right_child=11 14 8 -5 10 9 7 -9 -10 -11 -12 -13 -14 -15 15 16 -18
leaf_value=0.020143852601040835 0.015900911281330459 0.0071980362382582314 0.010386312312942779 -0.0021370267198600234 0.0097112728319088768 -0.0026805552212927214 0.0074112565842970012 0.019256603846857206 0.021504291165196188 0.0093228046300837409 0.023189639800297673 0.019966060371376302 0.0030486528850891289 0.0050179088330665781 0.0055211058770913181 -0.00325826660730303 -0.010834329947624441
leaf_weight=53 58 65 101 68 52 130 1701 52 70 102 52 73 55 138 76 58 52
leaf_count=53 58 65 101 68 52 130 1701 52 70 102 52 73 55 138 76 58 52
internal_value=0 0.00730548 0.00797978 0.00747153 0.00775889 0.00734183 0.00812797 0.00776366 0.014948 0.0034998 0.0164677 0.0137153 0.00966129 0.00127688 0.000531136 -0.00178904 -0.00685601
internal_weight=0 2770 2519 2348 2280 2176 1806 1753 171 370 104 186 113 268 251 186 110
internal_count=2956 2770 2519 2348 2280 2176 1806 1753 171 370 104 186 113 268 251 186 110
is_linear=0
shrinkage=0.16829


Tree=5998
num_leaves=31
num_cat=0
split_feature=1 2 2 1 12 0 2 2 12 49 15 15 3 1 0 13 15 3 13 133 1 2 12 133 15 1 52 12 48 403
split_gain=12.9961 3.60478 1.63134 1.3402 0.912651 0.878249 0.637732 1.24885 0.53605 0.528115 0.491575 0.400905 0.696312 0.588554 0.500653 0.407661 0.949316 0.322335 0.282895 0.380565 0.266871 0.26364 0.432347 0.245652 0.242856 0.219571 0.201583 0.146711 0.0900568 0.0866964
threshold=0.12313000000000002 0.099845000000000003 -1.0000000180025095e-35 0.10921500000000002 -1.0000000180025095e-35 -0.068669999999999995 0.14253500000000002 -1.0000000180025095e-35 0.11878500000000002 -0.032624999999999994 -0.24511999999999998 1.0000000180025095e-35 -0.097574999999999981 0.088860000000000008 -0.096444999999999989 -1.0000000180025095e-35 -0.0060599999999999994 -0.079459999999999989 -0.082199999999999981 -1.0000000180025095e-35 0.093245000000000008 0.11585500000000001 0.097145000000000023 0.048240000000000005 0.087885000000000019 0.079225000000000004 0.084705000000000016 0.089895000000000017 0.091195000000000012 -0.090774999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 9 -6 -8 13 23 15 -15 16 17 -4 19 26 -16 22 -11 -13 29 -17 -14 -26 -5 -20
right_child=6 3 11 28 8 -7 10 -9 -10 21 -12 12 18 14 20 25 -18 -19 24 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00149714801233466 0.00058342385939086198 0.0010838961084768998 0.0016663255575723878 0.0010848649485701901 0.0012117021200491135 0.0009477407032671448 0.00081577833893223381 0.0011504953688883004 0.0011416063953072803 0.0017134127512138939 0.00037225084472896605 0.0020315915647003795 0.0017234539070973989 0.0011627091533097256 0.0013216180897760014 0.0016543501827619273 0.0011436846946860733 0.0014734529510446377 0.0018766199682461737 0.001316832159878879 0.0016178742327033339 0.0013759438590446509 0.0014242155182727925 0.0017301715013694173 0.0017412726945922235 0.0019051874636289868 0.0015046888767426142 0.0015785652692925248 0.00090216286588335707 0.0017183525925906506
leaf_weight=66 75 91 364 80 62 62 52 98 55 149 58 69 95 62 52 95 52 133 58 65 101 77 94 56 85 69 98 270 52 161
leaf_count=66 75 91 364 80 62 62 52 98 55 149 58 69 95 62 52 95 52 133 58 65 101 77 94 56 85 69 98 270 52 161
internal_value=0 0.00152348 0.00159295 0.00131154 0.00138607 0.0012313 0.000779583 0.000904859 0.00144892 0.00149307 0.000582239 0.00161748 0.00166547 0.00156796 0.00141529 0.00161395 0.00157023 0.00161478 0.00163066 0.00153819 0.00151742 0.00154748 0.00160169 0.00189684 0.00167217 0.0017601 0.00161255 0.00161762 0.00101316 0.00176043
internal_weight=0 2673 2013 660 528 128 283 173 437 382 110 1885 957 928 215 713 549 497 832 258 153 320 243 125 574 164 193 355 132 219
internal_count=2956 2673 2013 660 528 128 283 173 437 382 110 1885 957 928 215 713 549 497 832 258 153 320 243 125 574 164 193 355 132 219
is_linear=0
shrinkage=0.0032998


Tree=5999
num_leaves=19
num_cat=0
split_feature=4 3 39 0 0 4 3 160 3 16 3 50 3 4 16 0 51 4
split_gain=7.88138 3.05224 2.48009 0.968818 0.694698 0.576526 0.602417 0.566513 0.547266 0.530135 0.510194 0.392405 0.38633 0.372462 0.411166 0.300426 0.2081 0.137115
threshold=0.31392000000000003 0.28833000000000003 0.08456000000000001 -0.068669999999999995 -0.10185499999999999 0.0049450000000000006 -0.24149499999999999 -0.074049999999999991 -0.15288999999999997 -0.38959499999999997 0.11878500000000002 0.13207500000000003 -0.015979999999999998 0.10055500000000002 -0.057034999999999995 -0.13165999999999997 -0.41109999999999997 0.24099500000000004
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 10 6 -1 -6 -8 17 -2 15 -9 14 -11 -10 -16 -7
right_child=4 -3 3 -5 7 9 8 12 11 13 -12 -13 -14 -15 16 -17 -18 -19
leaf_value=0.00077493385552147062 0.00083936245553382948 0.0003275718032509971 0.00090790004910865823 0.00044852760735595659 0.00059363477469878039 0.0012497619921396036 0.001361167318369784 0.00040267893054509037 0.00091728898841400054 0.0011254045850004845 0.00042202061977973361 0.00084184183934417486 2.3774269505498549e-05 0.00065703181396214181 0.00097790994147816009 0.0011105012888041762 0.00075120296883101831 0.0010237125880720767
leaf_weight=64 68 68 103 98 57 67 86 53 95 92 61 68 66 61 82 1609 101 57
leaf_count=64 68 68 103 98 57 67 86 53 95 92 61 68 66 61 82 1609 101 57
internal_value=0 0.00101841 0.00103658 0.000684103 0.000458063 0.00106631 0.00109156 0.000322834 0.00110245 0.000960735 0.000642288 0.00108987 0.000192826 0.000892208 0.000944247 0.00109975 0.00085298 0.00114614
internal_weight=0 2651 2583 201 305 2382 1922 176 1858 460 129 1772 119 336 275 1704 183 124
internal_count=2956 2651 2583 201 305 2382 1922 176 1858 460 129 1772 119 336 275 1704 183 124
is_linear=0
shrinkage=0.0032998


Tree=6000
num_leaves=18
num_cat=0
split_feature=44 2 0 14 2 11 0 43 0 51 3 3 43 0 15 51 43
split_gain=0.310523 0.306713 0.230962 0.226711 0.249644 0.282012 0.226797 0.206447 0.177097 0.226929 0.234188 0.173419 0.172147 0.171657 0.235598 0.173334 0.0982145
threshold=1.0000000180025095e-35 0.10859000000000001 -0.195045 0.073890000000000011 -0.0098549999999999974 0.079225000000000004 -0.0058249999999999994 -0.07409499999999998 -0.11073999999999999 -0.06533499999999999 -0.031895 -0.036264999999999992 -0.049999999999999996 -0.10726999999999999 -0.037394999999999991 -0.26625499999999996 -0.095674999999999982
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 12 6 13 11 -9 -10 -11 16 -1 14 -6 -15 -4
right_child=-2 2 7 -5 5 -7 -8 8 9 10 -12 -13 -14 15 -16 -17 -18
leaf_value=-0.0028850521115283958 0.020334170209477892 -0.0061844237816825898 0.0084989950020021993 0.01634773353088868 0.0073627886176120434 -0.0028688043879711049 0.016827787087686997 0.015146055414016139 0.012241920089760831 0.0067094063269306174 -0.0066046919143253726 -0.0064217920426945961 0.007667191356507095 -0.00017815986461846897 -0.0051126013495762139 0.0093945108718918088 -0.00069443242253955308
leaf_weight=95 55 56 72 98 163 59 98 72 94 102 59 63 81 55 58 1640 60
leaf_count=95 55 56 72 98 163 59 98 72 94 102 59 63 81 55 58 1640 60
internal_value=0 0.00755043 0.00407181 0.00840635 0.00805951 0.0085764 0.00891257 0.00517553 0.00776066 0.00566833 0.00181917 0.00083126 0.00196117 0.00850679 0.00408057 0.00908283 0.00430655
internal_weight=0 2925 578 2347 2249 2073 2014 522 327 255 161 195 176 1916 221 1695 132
internal_count=2980 2925 578 2347 2249 2073 2014 522 327 255 161 195 176 1916 221 1695 132
is_linear=0
shrinkage=0.16829


Tree=6001
num_leaves=20
num_cat=0
split_feature=1 0 4 1 15 42 4 3 158 15 3 16 1 15 40 123 484 52 1
split_gain=0.301817 0.197787 0.294252 0.306287 0.272157 0.235022 0.336494 0.261896 0.169783 0.178312 0.209825 0.199429 0.289241 0.163641 0.147375 0.188489 0.0983558 0.144339 0.0992774
threshold=0.14860500000000001 -0.25490999999999991 0.0033150000000000007 0.13831000000000002 -0.0044499999999999991 0.10077000000000001 -0.081204999999999986 -0.074959999999999985 -0.44792999999999994 0.093575000000000019 -0.24175499999999997 0.0030150000000000008 0.086965000000000001 0.087670000000000012 -0.0099849999999999991 0.086990000000000026 -0.011809999999999999 0.0035300000000000006 0.12122500000000001
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 14 8 -7 -8 -3 10 -10 12 -11 -12 15 -4 17 -16 -18
right_child=-2 2 3 -5 -6 6 7 -9 9 11 13 -13 -14 -15 16 -17 18 -19 -20
leaf_value=0.016858190361816763 -0.004121697718768213 -0.0017732663228504639 -0.0087567073518305585 0.015447373138472241 -0.0052688600959851176 0.02389262038400947 0.0028483120019457469 0.017227247324752119 -0.0038227518503071577 0.0098210627152421973 0.0078085246993083411 0.0044803845849876751 0.025277102869470859 0.0031159119393375278 0.0035420361862259051 0.0043536105796222633 0.0052838084149433593 0.015795306266161459 -0.0024149894025737658
leaf_weight=54 74 60 52 59 101 58 88 61 52 99 1268 73 53 254 53 77 332 57 55
leaf_count=54 74 60 52 59 101 58 88 61 52 99 1268 73 53 254 53 77 332 57 55
internal_value=0 0.00674711 0.00655503 0.0037791 0.00282969 0.00761025 0.0129994 0.00874705 0.0070092 0.00730311 0.00666701 0.011745 0.0152222 0.00702658 0.0041392 -0.000917242 0.00545525 0.00990779 0.00418502
internal_weight=0 2906 2852 786 727 2066 207 149 1859 1799 1574 225 152 1522 626 129 497 110 387
internal_count=2980 2906 2852 786 727 2066 207 149 1859 1799 1574 225 152 1522 626 129 497 110 387
is_linear=0
shrinkage=0.16829


Tree=6002
num_leaves=19
num_cat=0
split_feature=1429 16 1429 2 159 4 0 4 4 1452 41 1447 41 403 42 13 2 51
split_gain=0.274971 0.257151 0.232019 0.229909 0.240821 0.195068 0.158521 0.217202 0.21698 0.152615 0.145744 0.133082 0.263708 0.182972 0.126605 0.154134 0.112866 0.0992542
threshold=0.080400000000000013 0.052690000000000008 0.085715000000000013 0.10859000000000001 0.040460000000000003 0.13995000000000002 0.048595000000000006 0.44128500000000004 -0.052619999999999993 0.088450000000000015 0.088100000000000012 -0.085574999999999984 0.075585000000000013 -0.5407249999999999 -0.059799999999999992 -0.059629999999999996 -0.0098549999999999974 -0.026999999999999996
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 6 -6 7 8 -5 10 11 -1 13 -13 -10 -16 -15 -3
right_child=1 17 -4 4 5 -7 -8 -9 14 -11 -12 12 -14 16 15 -17 -18 -19
leaf_value=-0.0006154080908535235 0.012038074894202454 0.021168739869364833 -0.00021274354224878122 0.011397716977613557 -0.011595803753140115 0.0015496155451475914 -0.0047852814117260514 0.013803992689057231 0.007849194064014119 -0.0022371190285867268 -0.0027830999661711997 0.015484500626592726 0.018022859664061738 0.0014069682539728434 0.0028183255166656998 -0.0069811012739991844 0.0061837866484393362 0.011207014318640969
leaf_weight=79 92 61 83 69 60 68 54 65 54 67 53 57 54 154 105 80 1670 55
leaf_count=79 92 61 83 69 60 68 54 65 54 67 53 57 54 154 105 80 1670 55
internal_value=0 0.0103069 0.00621742 0.00485431 0.00179822 -0.00459826 0.00371987 0.004956 0.0030829 0.00564828 0.00590475 0.00613427 0.00641077 0.00607645 0.000674864 -0.00140955 0.00578147 0.016461
internal_weight=0 291 175 2689 555 128 427 373 308 2134 2067 2014 1935 1881 239 185 1824 116
internal_count=2980 291 175 2689 555 128 427 373 308 2134 2067 2014 1935 1881 239 185 1824 116
is_linear=0
shrinkage=0.16829


Tree=6003
num_leaves=31
num_cat=0
split_feature=1 3 12 15 1 12 12 3 41 3 15 1 1 15 15 15 52 40 49 159 42 1 52 3 42 52 12 1 15 160
split_gain=38.373 4.47183 3.6416 3.45722 1.93867 1.76946 1.62657 1.54507 0.941123 0.853131 1.0497 0.805978 0.699681 0.688188 0.646531 0.461026 0.388001 0.331839 0.310021 0.267968 0.418324 0.340489 0.265372 0.246677 0.223284 0.210461 0.236048 0.190654 0.136487 0.046931
threshold=0.10921500000000002 0.28833000000000003 0.056995000000000011 -0.24211499999999997 0.10152500000000002 0.093125000000000013 0.085075000000000026 -0.021559999999999996 0.075585000000000013 0.099330000000000016 -1.0000000180025095e-35 0.12257000000000003 0.12864500000000004 -0.033234999999999994 0.097415000000000015 -0.076194999999999999 -0.029304999999999998 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.023859999999999996 0.086335000000000009 0.091095000000000023 0.089455000000000021 -0.0066499999999999988 0.099300000000000013 0.11087000000000001 0.087605000000000002 0.14228000000000005 0.025430000000000005 -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=2 3 4 17 7 8 12 -1 19 10 18 -8 -5 15 24 16 -7 -2 -9 20 -4 25 -16 -6 28 26 -21 -3 -15 -24
right_child=1 27 5 6 23 13 11 9 -10 -11 -12 -13 -14 14 22 -17 -18 -19 -20 21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010129694863380003 0.00028617118263530244 0.00022453721240215838 0.0020664494181625308 0.00060643603771579253 0.00082311490637446258 0.0017715818592816486 0.0014740879866801673 0.0013889808175228662 0.0021557919760361748 0.0012333667377213546 0.002020610407715724 0.00096041568643345223 0.0010941563184709495 0.0017216295559397247 0.0013159101615411756 0.0012421376698423313 0.001417274375404824 0.00059185360938012875 0.0016974510504609069 0.0018122481725840515 0.0017376849181489507 0.0014780182353231839 0.001672869086801866 0.001147110824546867 0.0015689757797051457 0.0015784566103365428 0.0017050816097283548 -4.7701880790558188e-05 0.0019086820281021143 0.0015287966887303707
leaf_weight=59 78 59 76 85 53 53 95 78 69 55 73 52 52 88 59 92 99 78 69 530 101 54 52 52 52 75 421 53 97 71
leaf_count=59 78 59 76 85 53 53 95 78 69 55 73 52 52 88 59 92 99 78 69 530 101 54 52 52 52 75 421 53 97 71
internal_value=0 0.000684429 0.00164841 0.000834285 0.00137598 0.00170852 0.00105116 0.00149913 0.00177831 0.00160331 0.00169563 0.00129262 0.000791813 0.00156888 0.00165055 0.00142849 0.00154105 0.000439238 0.00153401 0.00175757 0.00187905 0.00173762 0.00150133 0.000983906 0.00176499 0.00175125 0.00176484 9.53953e-05 0.0018199 0.00158999
internal_weight=0 552 2428 440 439 1989 284 334 1326 275 220 147 137 663 419 244 152 156 147 1257 177 1080 182 105 237 1026 951 112 185 123
internal_count=2980 552 2428 440 439 1989 284 334 1326 275 220 147 137 663 419 244 152 156 147 1257 177 1080 182 105 237 1026 951 112 185 123
is_linear=0
shrinkage=0.0032998


Tree=6004
num_leaves=33
num_cat=0
split_feature=1 12 1 12 15 0 12 43 11 1 43 0 52 52 0 52 15 15 16 15 43 43 1 16 15 16 15 49 52 52 43 16
split_gain=14.4171 3.44143 1.49578 1.13376 0.809287 0.726517 0.679445 0.603529 0.489952 0.468 0.459174 0.420564 0.387196 0.395468 0.374972 0.286307 0.246889 0.36864 0.212889 0.206568 0.198515 0.181251 0.169572 0.168405 0.137472 0.102606 0.0966365 0.0928396 0.0841158 0.0703893 0.0696107 0.0682764
threshold=0.10075500000000003 0.085845000000000019 0.13074500000000003 0.056995000000000011 -0.093734999999999985 -0.070664999999999992 0.093125000000000013 -0.077134999999999995 1.0000000180025095e-35 0.10921500000000002 -1.0000000180025095e-35 -0.075914999999999996 -0.072144999999999987 0.01787 -0.072924999999999976 0.0035300000000000006 -0.039149999999999997 0.097415000000000015 -0.096149999999999985 -0.0039399999999999991 0.041625000000000002 -0.077559999999999976 0.088470000000000007 -0.44388499999999992 0.087670000000000012 -0.080324999999999994 0.088380000000000014 -0.071579999999999991 -0.55248999999999981 0.06136500000000001 0.10019000000000002 -0.021179999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 12 7 5 10 8 -1 20 -6 -2 -11 28 -14 16 19 18 25 -8 -9 22 -16 24 -12 27 -18 -24 -5 -3 -23 -22 -26
right_child=1 2 -4 6 9 -7 14 15 -10 11 23 -13 13 -15 21 -17 17 -19 -20 -21 30 29 26 -25 31 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.00089530586738659017 0.00042204175919266089 0.001240806674232598 0.00057160856011751783 0.0015258470936240843 0.00097231012402085879 0.00024628876912070478 0.0010439757348453252 0.0011746147319866551 0.0016435335843773765 0.00043273991597496939 0.00062457551403687333 0.00080466469379656172 0.0009042137514757568 0.0012735320098740152 0.00099522940125370911 0.0010006717360070319 0.0016057328732287917 0.0011994946435213063 0.001316922760743443 0.001394428692812004 0.0011498420852866452 0.001142129987039186 0.0013946270482088374 0.00089272117523505831 0.0013423420303505884 0.0014154660160491774 0.0015883751464251285 0.0013831704053014096 0.0014361024266160718 0.001282842529831484 0.0013183424977383463 0.0012075711202056843
leaf_weight=84 76 52 52 59 81 84 52 101 80 56 52 83 72 58 62 52 59 70 85 93 53 93 54 53 127 79 72 712 54 80 68 72
leaf_count=84 76 52 52 59 81 84 52 101 80 56 52 83 72 58 62 52 59 70 85 93 53 93 54 53 127 79 72 712 54 80 68 72
internal_value=0 0.000793641 0.00107953 0.00131743 0.000623803 0.000500609 0.00134889 0.00113838 0.00139113 0.000772037 0.000618441 0.000655078 0.00119129 0.00106926 0.00125439 0.00122123 0.00132432 0.00139709 0.00121358 0.00128017 0.00137451 0.00115158 0.00138879 0.000760261 0.00137358 0.00149707 0.00150562 0.00139413 0.00134063 0.0012074 0.00124483 0.00129376
internal_weight=0 773 288 2207 485 265 1877 330 1297 220 181 139 236 130 580 246 345 208 137 194 1217 235 1096 105 970 138 126 771 106 173 121 199
internal_count=2980 773 288 2207 485 265 1877 330 1297 220 181 139 236 130 580 246 345 208 137 194 1217 235 1096 105 970 138 126 771 106 173 121 199
is_linear=0
shrinkage=0.0032998


Tree=6005
num_leaves=22
num_cat=0
split_feature=1 2 0 160 3 12 3 0 123 3 0 3 3 0 3 12 49 1 3 2 3
split_gain=0.556185 0.269028 0.206583 0.248125 0.206967 0.263917 0.251513 0.344828 0.20395 0.27938 0.182451 0.181588 0.132517 0.119888 0.121449 0.185643 0.117832 0.112373 0.109462 0.106369 0.039566
threshold=0.15314500000000003 0.11366500000000002 -0.22480499999999998 -0.42038999999999993 -0.14326499999999995 0.10011000000000002 0.057935000000000007 -0.13165999999999997 0.089295000000000013 -0.11211999999999998 -0.085674999999999987 -0.15624499999999999 -0.073444999999999983 -0.045139999999999993 0.11995000000000001 0.095815000000000011 0.059130000000000009 0.12646500000000002 -0.094334999999999988 0.094215000000000007 0.10661500000000002
decision_type=2 2 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 11 6 7 -6 9 -3 -4 19 18 14 15 -11 -14 -16 -7 -5 -8
right_child=-2 8 3 4 5 12 20 -9 -10 13 -12 -13 16 -15 17 -17 -18 -19 -20 -21 -22
leaf_value=-7.4506487678229188e-05 -0.01000135878807972 -0.0055395177892978362 0.0084520826667672817 0.0049539733750893732 -0.0024212864954957806 0.0037497058720599823 0.019315110894992556 0.0087638217023982227 -0.0048564862683087833 0.015353190889532194 -0.0028374556093508094 0.021831586681858497 0.0019568389030960006 0.014297202079732754 -0.004572674089781144 0.0035169114067347741 0.012417497363195105 0.0064851389277729293 -0.0071073286164744457 0.014503736965646408 0.013119478853735364
leaf_weight=91 55 61 69 58 82 52 59 1529 73 64 98 57 73 52 52 92 53 52 53 79 64
leaf_count=91 55 61 69 58 82 52 59 1529 73 64 98 57 73 52 52 92 53 52 53 79 64
internal_value=0 0.0070706 0.00777191 0.00807966 0.0085633 0.00804338 0.00875569 0.00819338 0.00326598 0.00486045 0.00181633 0.0138202 0.00268861 0.00689954 0.0054131 0.00838434 0.00637122 0.000938958 -0.0017134 0.0104739 0.016106
internal_weight=0 2863 2417 2326 2159 1965 1734 1611 446 373 167 194 231 312 260 156 126 104 105 137 123
internal_count=2918 2863 2417 2326 2159 1965 1734 1611 446 373 167 194 231 312 260 156 126 104 105 137 123
is_linear=0
shrinkage=0.16829


Tree=6006
num_leaves=23
num_cat=0
split_feature=1 52 47 4 1 14 123 160 133 160 47 1 42 13 42 160 123 4 42 52 52 160
split_gain=8.59739 1.62791 0.996794 0.946174 0.767215 0.529743 0.404229 0.343585 0.402364 0.312564 0.29177 0.663179 0.291119 0.288476 0.374618 0.360973 0.252329 0.224853 0.202681 0.189559 0.147949 0.124451
threshold=0.10398500000000001 -0.51296999999999993 0.078345000000000012 0.23355000000000001 0.14996500000000004 0.064610000000000015 1.0000000180025095e-35 -0.046544999999999996 -0.0094199999999999978 0.011825000000000002 0.07906500000000001 0.079805000000000015 0.086510000000000017 -0.071564999999999976 -1.0000000180025095e-35 0.049100000000000012 0.089455000000000021 0.043640000000000005 0.083385000000000015 -0.063199999999999992 0.086065000000000016 -0.074049999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 9 6 7 8 -1 16 11 -10 -4 18 17 -16 19 -15 -9 -3 -20 -21
right_child=1 2 12 -5 -6 -7 -8 13 10 -11 -12 -13 -14 14 15 -17 -18 -19 20 21 -22 -23
leaf_value=0.00064679835179705348 0.0010318223370535896 0.00025858473350573252 0.00054293438234209452 0.00057754855668933893 -2.0551030476728963e-05 0.0011639006969147124 0.00066796552789573132 0.00084880979673191922 0.0009349410046261455 0.00060074251115085518 0.0011083309005434658 0.00062761726982896475 0.00083732304002848525 0.00098726122460739423 0.00087493850742323951 0.00060034197983866453 0.00017039212883032667 0.00077210350700391878 0.00099891554414984537 0.00059146340380532866 0.0011398351339175811 0.00040132929130704887
leaf_weight=92 53 73 100 92 54 94 74 77 298 69 58 104 59 499 305 64 65 61 331 55 114 127
leaf_count=92 53 73 100 92 54 94 74 77 298 69 58 104 59 499 305 64 65 61 331 55 114 127
internal_value=0 0.000476926 0.000428014 0.000906347 0.000347401 0.000920264 0.00090922 0.000918116 0.000847426 0.00039857 0.000887475 0.000855522 0.000652395 0.000944984 0.000909715 0.000827407 0.000354866 0.000963887 0.00100768 0.000401751 0.0010351 0.000458981
internal_weight=0 655 602 2263 443 2171 2077 2003 552 389 460 402 159 1451 929 369 320 560 522 255 445 182
internal_count=2918 655 602 2263 443 2171 2077 2003 552 389 460 402 159 1451 929 369 320 560 522 255 445 182
is_linear=0
shrinkage=0.0032998


Tree=6007
num_leaves=34
num_cat=0
split_feature=1 1 12 3 10 1 39 0 4 4 51 4 0 3 13 51 40 158 133 0 15 3 3 15 0 15 3 133 3 12 12 13 4
split_gain=26.1735 4.18376 3.4805 1.75219 1.56863 0.864261 1.21664 1.09961 0.780844 0.650853 0.610679 0.599569 0.894574 0.540069 0.534098 0.471769 0.469836 0.462829 0.496021 0.391173 0.351312 0.309676 0.361698 0.255147 0.210916 0.235986 0.175966 0.163432 0.139269 0.133335 0.10818 0.0909963 0.0890374
threshold=0.10398500000000001 0.12500000000000003 0.085075000000000026 -0.071369999999999975 -0.088499999999999981 0.087225000000000011 0.0039300000000000003 -0.099704999999999974 -0.013359999999999999 0.032770000000000001 0.084200000000000011 0.043640000000000005 -0.077614999999999976 0.040040000000000006 -0.077869999999999981 -0.09021499999999999 -0.0063949999999999988 0.081110000000000015 0.081310000000000007 -0.075914999999999996 -0.087644999999999987 -0.09738999999999999 -0.082504999999999981 0.10028500000000001 -0.083514999999999992 -0.015539999999999998 -0.081804999999999975 0.085730000000000015 -0.055389999999999988 0.085525000000000004 0.08401500000000002 -0.085684999999999997 -0.023779999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 9 -3 10 7 -7 -4 14 11 12 -5 20 21 -16 -6 18 -11 -18 -2 -1 27 24 32 -26 -24 31 -14 -28 -29 -23 -17
right_child=1 4 8 5 16 6 -8 -9 -10 17 -12 -13 28 -15 15 23 19 -19 -20 -21 -22 22 26 -25 25 -27 29 30 -30 -31 -32 -33 -34
leaf_value=0.0015681634066083642 0.0004203921729552518 -0.00036374501041612446 0.0013369934806527115 0.0015513461164887955 7.3426308290105072e-05 0.0006952054044187865 0.0004645376807816942 0.0012851592261042114 0.00085684183982044637 0.00071133771926038122 0.00081091016011108213 0.00096904367359449198 0.000987478867362663 0.00059949884624374236 0.00094334028582990844 0.0013962589810469789 0.00017940284483456873 0.0013048014414927468 0.0011255134954700886 0.0005421788193856465 6.948951317918274e-05 0.001039702670386616 0.0015463754683895216 0.0010366104159473387 0.0010355015035964637 0.0012509404150568325 0.001203419753046621 0.0014363614747809278 0.0012274003033732233 0.0013918383488924931 0.0012438912348870254 0.0012176762891366393 0.0012294655354767947
leaf_weight=62 76 54 65 87 86 61 59 80 87 53 53 87 58 101 64 145 57 64 80 76 53 52 69 63 66 430 54 54 53 226 94 97 52
leaf_count=62 76 54 65 87 86 61 59 80 87 53 53 87 58 101 64 145 57 64 80 76 53 52 69 63 66 430 54 54 53 226 94 97 52
internal_value=0 0.000451828 0.000674798 0.00120095 0.000139704 0.00103616 0.000863492 0.00103018 0.0010624 0.00125233 0.00113822 0.00119897 0.00129982 0.00041849 0.00127546 0.00121768 0.000264003 0.00107269 0.000960731 0.000386968 0.000276496 0.00134235 0.00132062 0.00124085 0.00125937 0.00122234 0.00139344 0.00123493 0.00110235 0.00135563 0.00131435 0.0011558 0.00135241
internal_weight=0 655 382 2263 273 538 200 141 152 1725 338 285 198 230 1528 820 219 197 133 133 129 708 646 756 693 496 349 297 111 280 148 149 197
internal_count=2918 655 382 2263 273 538 200 141 152 1725 338 285 198 230 1528 820 219 197 133 133 129 708 646 756 693 496 349 297 111 280 148 149 197
is_linear=0
shrinkage=0.0032998


Tree=6008
num_leaves=23
num_cat=0
split_feature=4 39 2 13 13 11 2 4 40 15 13 52 14 16 49 4 13 4 11 51 4 16
split_gain=9.40996 3.24361 2.43085 1.499 0.94302 0.644226 0.611782 0.56169 0.557077 0.510791 0.490584 0.423231 0.333679 0.37931 0.282839 0.237139 0.232046 0.29433 0.203968 0.156753 0.118423 0.118407
threshold=0.31392000000000003 0.0039300000000000003 0.11366500000000002 -0.15122999999999998 -0.014114999999999997 1.0000000180025095e-35 0.13966500000000001 0.018150000000000003 -0.08416499999999999 -0.070454999999999976 -0.010834999999999999 0.037045000000000002 -0.41608999999999996 -0.50942999999999994 -0.089614999999999986 0.056815000000000011 -0.075904999999999986 -0.085474999999999982 0.086175000000000015 -0.015619999999999997 0.10910000000000002 -0.47730499999999992
decision_type=2 2 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 7 12 14 -6 -5 -11 15 -2 -14 -1 -9 19 -18 -7 -16 -17 -13
right_child=6 4 3 9 8 18 -8 11 -10 10 -12 21 13 -15 16 20 17 -19 -20 -21 -22 -23
leaf_value=0.0013493190563964239 0.00075180902645092238 0.00089791067298882225 0.00026491399023361226 0.0011522532495292083 0.0002279475730240324 0.0014110176791253316 0.00018589971037492536 0.00066327556587752231 0.00066504246276102472 0.001001060276892301 0.00058046356977425569 0.0012246779069927927 0.0005874818223685984 0.00028786796483775459 0.0012415731101639146 0.0010330985430283158 0.0011573637228693989 0.0010284161597239627 0.0011629002849340723 0.001120386874278395 0.00081366723901235821 0.00099750539951345236
leaf_weight=53 52 99 54 57 58 91 82 55 71 56 67 53 102 85 156 60 281 662 64 554 53 53
leaf_count=53 52 99 54 57 58 91 82 55 71 56 67 53 102 85 156 60 281 662 64 554 53 53
internal_value=0 0.00103158 0.00106778 0.000748034 0.000655275 0.00110281 0.000432509 0.00108667 0.000468792 0.000892774 0.000772241 0.000947106 0.000516973 0.000451482 0.00110907 0.00084322 0.00110134 0.00106688 0.0013088 0.00114706 0.000930491 0.00111142
internal_weight=0 2597 2369 234 228 2135 321 1980 129 180 123 274 239 187 1706 168 1653 943 155 710 113 106
internal_count=2918 2597 2369 234 228 2135 321 1980 129 180 123 274 239 187 1706 168 1653 943 155 710 113 106
is_linear=0
shrinkage=0.0032998


Tree=6009
num_leaves=24
num_cat=0
split_feature=1 1 3 3 16 40 49 12 160 0 150 0 1 3 15 0 0 403 52 12 43 3 43
split_gain=10.4185 2.29939 1.76863 0.957338 0.682908 0.545014 0.669829 0.469844 0.466926 0.466469 0.456236 0.609837 0.391015 0.841565 0.431069 0.377494 0.375313 0.256903 0.256107 0.246992 0.160431 0.113078 0.107513
threshold=0.10398500000000001 0.15099500000000002 -0.031895 0.090170000000000014 -0.52541999999999989 -0.076799999999999993 -0.096394999999999995 -0.080929999999999988 -0.046544999999999996 -0.079794999999999991 0.082085000000000019 -0.14164999999999997 1.0000000180025095e-35 -0.082054999999999975 -0.0070899999999999991 -0.070304999999999992 -0.12851999999999997 -0.5407249999999999 0.11916 0.10595000000000002 -0.079824999999999993 0.143375 -0.06538999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 9 7 -1 -6 -7 20 12 -2 11 -10 15 -14 -15 18 21 -13 -8 22 -4 -5 -11
right_child=1 -3 3 16 5 6 8 -9 10 19 -12 17 13 14 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00072865876326198039 0.00063867872020920927 1.7341871246198835e-05 0.00035816749683863848 0.00069281432388882997 0.00085042905548772031 0.001451716060731629 0.0012057579335919084 0.00010442276642606275 0.0014319279016116479 0.00098056831111429559 0.00085606676775248328 0.0013284836265722612 0.00055852586972905606 0.0012774498786523075 0.00088340959162428161 0.00082466404972917923 0.00090401400998461185 0.0011243846678991379 0.0010145770127270809 0.00080151768906942225 0.00061280644900808541 0.00049091250613440092 0.0011775131625192774
leaf_weight=53 54 61 57 64 86 65 198 54 81 72 60 73 55 53 73 52 66 1284 130 55 53 61 58
leaf_count=53 54 61 57 64 86 65 198 54 81 72 60 73 55 53 73 52 66 1284 130 55 53 61 58
internal_value=0 0.000628035 0.00069069 0.000542704 0.00110076 0.00110966 0.00112014 0.000357339 0.00110966 0.000910354 0.00114028 0.00115212 0.00102782 0.000900459 0.00104944 0.00108839 0.000701682 0.00113539 0.00113009 0.000989463 0.000481177 0.000594568 0.00106871
internal_weight=0 655 594 355 2263 2210 2124 164 2059 239 1498 1438 561 181 126 380 191 1357 328 185 110 125 130
internal_count=2918 655 594 355 2263 2210 2124 164 2059 239 1498 1438 561 181 126 380 191 1357 328 185 110 125 130
is_linear=0
shrinkage=0.0032998


Tree=6010
num_leaves=23
num_cat=0
split_feature=3 3 123 16 3 156 16 47 42 50 3 11 42 3 11 3 3 160 13 16 457 133
split_gain=18.691 6.84688 3.02027 2.41031 1.71929 1.55409 0.872472 1.34999 0.811054 0.671257 0.670284 0.651826 0.693427 0.624523 0.517954 0.505347 0.651818 0.36675 0.316522 0.311857 0.270352 0.0594716
threshold=-0.053364999999999996 0.31351000000000001 1.0000000180025095e-35 -0.27157999999999993 -0.14088999999999999 0.07881500000000001 -0.43708999999999992 0.085165000000000018 0.098705000000000001 -0.041284999999999995 -0.24175499999999997 1.0000000180025095e-35 0.12219000000000001 -0.11749 0.086175000000000015 0.11745500000000002 0.057935000000000007 -0.076219999999999996 -0.48634999999999995 -0.071129999999999985 0.069705000000000003 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
left_child=3 2 5 4 -1 6 -2 15 20 -5 -11 12 13 -12 -13 16 -8 -7 -3 -15 21 -4
right_child=1 18 8 9 -6 17 7 -9 -10 10 11 14 -14 19 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00025071650283496865 0.00028719849196208908 -0.00017641925965027362 0.00033170317165826375 0.00075642489380578883 0.00092026684398586426 0.00083947896409332281 0.0004401726308520297 0.0011144984886524789 -9.5753515343125192e-05 0.00068995537830390916 0.00071886168467774376 0.0015103629630239355 0.00068780672083380205 0.0011274295041714957 0.0010977318321085249 0.00026990612057470694 0.00085015744932456316 0.0012188769595701092 -0.00053679369808683978 0.0010332242571708685 0.00054674330798710959 0.00017741248392404575
leaf_weight=72 82 55 58 83 100 56 86 60 61 52 55 64 55 754 71 52 84 57 52 813 52 54
leaf_count=72 82 55 58 83 100 56 86 60 61 52 55 64 55 754 71 52 84 57 52 813 52 54
internal_value=0 0.000425481 0.000544018 0.00101516 0.000640195 0.000692708 0.000587539 0.000674747 0.00022864 0.00104826 0.00106124 0.00107188 0.001054 0.0010664 0.00129361 0.000555737 0.000642961 0.00103117 -0.000351884 0.00107858 0.000349513 0.000257628
internal_weight=0 809 702 2119 172 477 364 282 225 1947 1864 1812 1677 1622 135 222 170 113 107 1567 164 112
internal_count=2928 809 702 2119 172 477 364 282 225 1947 1864 1812 1677 1622 135 222 170 113 107 1567 164 112
is_linear=0
shrinkage=0.0032998


Tree=6011
num_leaves=23
num_cat=0
split_feature=3 2 43 2 12 3 3 43 30 12 155 42 0 0 15 0 50 42 2 12 0 43
split_gain=0.907135 0.600834 0.438096 0.458288 0.274863 0.86235 0.287595 0.23141 0.181332 0.3846 0.173329 0.160837 0.177901 0.220298 0.153133 0.135926 0.259392 0.208986 0.133112 0.12097 0.0702676 0.024753
threshold=0.31351000000000001 0.099345000000000017 -0.50589999999999991 -0.14339499999999997 0.087470000000000006 -0.087864999999999985 -0.073614999999999986 -0.093039999999999984 0.086220000000000019 -0.038859999999999992 0.09198000000000002 0.098705000000000001 -0.14720499999999997 -0.23146499999999998 -0.052239999999999988 -0.076384999999999995 0.11695500000000002 0.11517500000000001 0.13226500000000005 -0.020034999999999994 -0.11167499999999998 0.0055950000000000001
decision_type=2 2 2 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 -6 9 -5 14 12 13 -7 -9 16 -11 -17 21 -14 -2 -8
right_child=20 4 3 8 6 11 18 10 -10 15 -12 -13 19 -15 -16 17 -18 -19 -20 -21 -22 -23
leaf_value=0.025623275781988867 -0.0026889703982847608 -0.018640303108027403 -0.0043886156488106096 0.022707838258774114 0.0016251275611301565 0.0093387045246891651 0.0028871824634448956 0.012827711763135609 0.0017700915688235257 0.011420898908042742 0.0067827660973093706 -0.003279732535666025 0.016593425310292939 -0.0058582520849324886 0.024558263763466728 0.0049745418966381421 0.00074891490722756796 0.015277798836954773 -0.0048807112112388947 0.0063878344633900141 -0.011371362819838218 0.0081528368791332906
leaf_weight=52 55 52 61 73 56 53 52 83 67 1399 66 56 58 55 52 265 68 71 52 78 52 52
leaf_count=52 55 52 61 73 56 53 52 83 67 1399 66 56 58 55 52 265 68 71 52 78 52 52
internal_value=0 0.00885212 0.010351 0.00995384 0.00482134 0.00135983 0.00776724 0.0112288 0.010405 0.0107125 0.0138955 0.00483251 0.0067017 0.00158288 0.0173595 0.0102258 0.0109274 0.00715707 0.0020531 0.0107534 -0.00692524 0.00553728
internal_weight=0 2821 2056 2004 765 352 413 257 1943 1876 201 300 244 108 135 1803 1467 336 156 136 107 104
internal_count=2928 2821 2056 2004 765 352 413 257 1943 1876 201 300 244 108 135 1803 1467 336 156 136 107 104
is_linear=0
shrinkage=0.16829


Tree=6012
num_leaves=21
num_cat=0
split_feature=1 3 1 47 16 12 12 11 3 14 48 15 1 3 48 13 16 47 3 16
split_gain=24.881 4.97595 1.80828 0.961256 0.944266 0.888831 0.903188 0.68158 0.75991 0.670384 0.671716 0.47824 0.439383 0.505758 0.404882 0.411907 0.351427 0.30329 0.0943941 0.089378
threshold=0.10075500000000003 -0.049204999999999992 0.14646500000000004 0.096770000000000009 -0.4193599999999999 0.11619500000000001 -0.025219999999999996 0.08326500000000002 -0.080624999999999988 0.073890000000000011 -0.078159999999999993 -0.084454999999999988 0.12000500000000001 -0.0063699999999999989 0.090730000000000019 -0.078439999999999996 0.42146500000000003 0.078345000000000012 0.11878500000000002 -0.23389999999999997
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 12 -2 6 11 8 -6 10 -8 -1 13 -3 16 -16 17 -12 -15 -14
right_child=1 2 -4 -5 7 -7 9 -9 -10 -11 14 -13 19 18 15 -17 -18 -19 -20 -21
leaf_value=0.0019204673507756658 0.0012826514061153036 0.0009876664688714613 0.00061256800750080149 0.0015247226852090339 0.0012815680905019524 0.0016539760361414056 0.0016733008030677355 0.0019928658853220677 0.001780234786918885 0.0023183424409717259 0.0020330319307119674 0.0014944748256701004 0.0010423420027860085 0.0014489155926134594 0.0020523291849976885 0.0017246416731766248 0.0017725386896429672 0.0022149366933739518 0.0012439494432035462 0.00086991509242983307
leaf_weight=63 65 71 75 70 52 83 64 76 96 81 1488 55 70 55 76 99 55 112 52 70
leaf_count=63 65 71 75 70 52 83 64 76 96 81 1488 55 70 55 76 99 55 112 52 70
internal_value=0 0.00129489 0.0010826 0.00117336 0.00163488 0.00199131 0.00200467 0.00173693 0.00160527 0.00202153 0.00200882 0.00172221 0.00109591 0.00120545 0.00202053 0.00186715 0.00203673 0.00204579 0.00134964 0.00095638
internal_weight=0 752 463 388 289 2176 2093 224 148 1975 1894 118 318 178 1830 175 1655 1600 107 140
internal_count=2928 752 463 388 289 2176 2093 224 148 1975 1894 118 318 178 1830 175 1655 1600 107 140
is_linear=0
shrinkage=0.0032998


Tree=6013
num_leaves=23
num_cat=0
split_feature=1 1 0 4 0 12 160 0 124 1 4 0 12 4 49 0 3 0 400 12 12 3
split_gain=0.993502 0.419924 0.328863 0.297531 0.279164 0.234555 0.203489 0.271863 0.295775 0.362079 0.22658 0.2818 0.198247 0.373162 0.524285 0.17051 0.125285 0.107442 0.116833 0.0781569 0.048556 0.0337998
threshold=0.10075500000000003 0.15028500000000003 0.10446500000000002 0.0054350000000000015 -0.0088049999999999986 -1.0000000180025095e-35 -0.24206999999999998 0.055865000000000005 -0.083034999999999984 0.10721500000000002 -0.010574999999999999 -0.15184499999999998 0.084130000000000024 -0.085594999999999991 -0.0058449999999999986 -0.11214999999999999 -0.060719999999999989 -0.060094999999999989 -1.0000000180025095e-35 0.090285000000000018 0.056995000000000011 -0.077054999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 -1 -2 8 -8 -10 -11 -12 13 -7 -15 20 19 18 -14 -17 -5 -21
right_child=1 -3 -4 15 -6 12 7 -9 9 10 11 -13 17 14 -16 16 -18 -19 -20 21 -22 -23
leaf_value=0.021789062345798832 0.014212540134553258 -0.010164062076405437 -0.00042197691248292322 0.0081827516797523814 0.023381167679035475 0.016501065221046746 0.011779166581644546 0.011703419953765946 -0.0098269014841076349 0.0098275256770388626 -0.0097596963051547799 0.0029315320773996927 0.0075916796373837999 0.010066452229281923 -0.0086952491978950532 0.0058480821252363067 0.0095622131842665343 0.0039928207810508553 0.012390103788577023 0.0014875392547329005 0.015001186705155857 -0.004258747059540516
leaf_weight=56 53 63 81 63 54 71 74 94 82 91 63 232 167 98 74 73 78 53 1133 62 59 54
leaf_count=56 53 63 81 63 54 71 74 94 82 91 63 232 167 98 74 73 78 53 1133 62 59 54
internal_value=0 0.00297907 0.0100784 0.0104852 0.0114442 0.0110529 0.00418344 0.00334486 0.0018919 0.000324694 0.00248591 0.000215112 0.0106751 0.00623308 0.00198411 0.00627504 0.0038832 0.0114716 0.0117751 0.00152997 0.0114949 -0.00117197
internal_weight=0 752 2176 2095 1706 1652 689 636 542 468 386 295 1596 243 172 389 267 1353 1300 189 122 116
internal_count=2928 752 2176 2095 1706 1652 689 636 542 468 386 295 1596 243 172 389 267 1353 1300 189 122 116
is_linear=0
shrinkage=0.16829


Tree=6014
num_leaves=22
num_cat=0
split_feature=4 2 12 43 16 51 42 13 13 1373 4 13 13 15 0 4 2 12 2 12 4
split_gain=0.512189 0.321754 0.297024 0.275073 0.271156 0.582718 0.263672 0.240197 0.248502 0.207948 0.207443 0.299693 0.17777 0.175176 0.165119 0.49834 0.256553 0.126928 0.381113 0.160623 0.0822105
threshold=0.31392000000000003 0.10043500000000001 0.087470000000000006 -0.50589999999999991 -0.019749999999999993 -0.064959999999999976 0.11697 -0.023739999999999997 -0.16392499999999996 0.078175000000000008 0.053330000000000009 0.0083850000000000018 0.053700000000000005 -0.094389999999999988 -0.060094999999999989 -0.17006499999999999 -1.0000000180025095e-35 0.085465000000000013 0.088735000000000022 0.08598500000000002 -0.036839999999999991
decision_type=2 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 13 -6 10 8 -2 14 11 20 -9 -3 16 -16 -5 18 -18 -19 -4
right_child=7 2 6 9 5 -7 -8 12 -10 -11 -12 -13 -14 -15 15 -17 17 19 -20 -21 -22
leaf_value=0.020653442714367268 0.0034607612475243015 -0.001461733054184191 0.013867431968720626 0.019989569314834775 0.0074746584389237753 -0.015901719032270611 -0.0035505291052329749 0.0097116352227449125 -0.0099168131919286882 -0.0018327361426857612 0.0027289875291453196 0.0052579655767003089 -0.0022436795319328764 0.010772531380196154 0.012298915464220791 -0.005123432239340228 0.0088974632981814062 0.017495025967369123 -0.0027271787131260749 0.0092044254853754556 0.023032902955541553
leaf_weight=53 69 61 63 60 53 70 53 94 91 55 95 96 56 72 96 90 378 71 101 1099 52
leaf_count=53 69 61 63 60 53 70 53 94 91 55 95 96 56 72 96 90 378 71 101 1099 52
internal_value=0 0.00763334 0.00426063 0.00866799 -0.00011215 -0.00581436 0.00738382 0.000392947 -0.00413651 0.00834131 0.00928355 0.0122261 0.00523634 0.00514782 0.00863755 0.00385909 0.00915657 0.00876131 0.00644259 0.00970907 0.0180274
internal_weight=0 2618 615 2003 256 123 359 310 160 1950 306 211 150 133 1895 186 1709 1649 479 1170 115
internal_count=2928 2618 615 2003 256 123 359 310 160 1950 306 211 150 133 1895 186 1709 1649 479 1170 115
is_linear=0
shrinkage=0.16829


Tree=6015
num_leaves=28
num_cat=0
split_feature=4 2 12 3 3 3 0 12 0 2 3 15 15 40 3 2 133 1212 2 43 16 0 0 3 133 43 133
split_gain=18.7421 6.36547 3.73087 1.57629 2.16369 1.5183 1.28239 0.94512 0.853473 0.730957 0.691553 0.59444 0.539842 0.499509 0.410533 0.285687 0.501276 0.292758 0.417976 0.243294 0.223686 0.254954 0.186121 0.185345 0.241593 0.173861 0.172851
threshold=0.31392000000000003 0.13554000000000002 1.0000000180025095e-35 -0.0037099999999999998 0.10402500000000002 0.31395500000000004 1.0000000180025095e-35 0.093910000000000007 -0.10594499999999998 0.15305000000000002 -0.15500999999999998 -0.42443999999999993 -0.031624999999999993 -0.071054999999999993 -0.115685 0.08895500000000002 0.070495000000000016 0.087685000000000013 0.084485000000000018 -1.0000000180025095e-35 -0.066844999999999988 -0.084914999999999977 -0.075914999999999996 -0.07798999999999999 0.096875000000000017 -0.090674999999999992 0.089400000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 12 8 13 10 -2 -3 -4 -10 -5 -1 -9 17 19 25 -19 -17 21 -16 -23 -22 -25 -12 -18
right_child=5 9 7 4 -6 -7 -8 14 11 -11 15 -13 -14 -15 20 16 26 18 -20 -21 23 22 -24 24 -26 -27 -28
leaf_value=0.00084217795387379912 0.0008338004685957953 0.00080332344343046313 0.0018049675986303536 0.0013125717481583981 0.0008595218240421787 4.0155878570264003e-05 0.00044281906092390904 0.0015311519088680582 0.00060800375798076634 0.00028391095885550732 0.0013811896004106245 0.00019076271163107132 0.0016940371331157225 0.0012309168822579883 0.0012061352301994523 0.0013322346790388838 0.0015988151439291299 0.0011350719152185096 0.0015068905670528139 0.0010520063069089775 0.0010892256225664503 0.0015514000407578369 0.0013251730803744838 0.0013629448335595155 0.0011424113047644854 0.0015215915417553703 0.0013985421337086121
leaf_weight=75 100 69 63 91 95 68 56 83 94 52 118 62 75 71 86 83 76 63 72 60 88 78 89 134 96 721 142
leaf_count=75 100 69 63 91 95 68 56 83 94 52 118 62 75 71 86 83 76 63 72 60 88 78 89 134 96 721 142
internal_value=0 0.00132018 0.00135576 0.00108787 0.00125756 0.000479 0.000868449 0.00141619 0.00059543 0.000580396 0.00146484 0.000442403 0.00148513 0.00103146 0.00131213 0.00144876 0.00136816 0.0014786 0.00133364 0.0012149 0.00128023 0.00135473 0.00143105 0.00122084 0.00127105 0.00150189 0.00146852
internal_weight=0 2636 2515 463 261 324 202 2052 256 121 1398 156 166 146 654 1335 361 974 135 143 571 253 167 318 230 839 218
internal_count=2960 2636 2515 463 261 324 202 2052 256 121 1398 156 166 146 654 1335 361 974 135 143 571 253 167 318 230 839 218
is_linear=0
shrinkage=0.0032998


Tree=6016
num_leaves=26
num_cat=0
split_feature=4 2 12 1 47 14 1 2 11 51 13 4 0 12 1 42 47 1 15 4 15 42 4 1 15
split_gain=9.9795 3.09971 1.93435 1.22349 1.29957 1.04144 0.960777 0.606679 0.777148 0.394776 0.37732 0.358402 0.495563 0.358086 0.363402 0.233811 0.247794 0.226249 0.314053 0.281539 0.210677 0.343035 0.178035 0.108144 0.105353
threshold=0.31392000000000003 0.14132000000000003 1.0000000180025095e-35 0.092395000000000019 0.09023500000000001 -0.45687499999999998 0.13699000000000003 0.097005000000000022 0.080070000000000016 -0.09522499999999999 -0.090384999999999979 -0.0083549999999999978 -0.067969999999999989 -0.0066799999999999993 0.086470000000000005 0.09117500000000002 0.091930000000000012 0.082135000000000014 -0.078064999999999982 0.036605000000000006 0.10356000000000001 0.092010000000000022 0.41823000000000005 0.074220000000000022 0.090165000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 11 -2 10 8 9 23 -7 12 -5 -1 -15 16 -11 18 19 -9 21 -20 -12 -4 -17
right_child=5 -3 7 4 -6 6 -8 17 -10 15 22 -13 -14 14 -16 24 -18 -19 20 -21 -22 -23 -24 -25 -26
leaf_value=0.0012213176319393665 0.0008310021499096735 0.00046293333058004636 0.0010483091999192032 0.00094498816067001691 0.0011673497036217744 0.00070830763633492771 5.9383636762626321e-05 0.0012929456280337639 0.0015456265810879059 0.0011843580969527019 0.00023664282890583439 0.00043671321079782546 0.0005183543156487367 0.0010947953379329852 0.00073566536590072697 0.0011425222867217462 0.0010049585205118528 0.0011759230069163949 0.00094998668986617666 0.00094681533053075375 0.0010507577152310181 0.00063582746466261312 0.00049270701165352103 0.00083364757321353693 0.0010159641996795449
leaf_weight=94 60 94 53 57 58 57 85 53 52 1068 53 82 63 78 52 128 94 72 107 52 75 60 69 55 189
leaf_count=94 60 94 53 57 58 57 85 53 52 1068 53 82 63 78 52 128 94 72 107 52 75 60 69 55 189
internal_value=0 0.00105203 0.0010738 0.000885746 0.00073132 0.000438151 0.000348734 0.00111801 0.00114681 0.00113372 0.000485938 0.000605948 0.000721299 0.00106483 0.000951414 0.00114789 0.00116988 0.00100527 0.000969759 0.00112186 0.000903618 0.000837326 0.000381755 0.000939317 0.00106718
internal_weight=0 2636 2542 484 260 324 264 2058 1639 1587 179 202 120 224 130 1479 1162 419 347 105 242 167 122 108 317
internal_count=2960 2636 2542 484 260 324 264 2058 1639 1587 179 202 120 224 130 1479 1162 419 347 105 242 167 122 108 317
is_linear=0
shrinkage=0.0032998


Tree=6017
num_leaves=16
num_cat=0
split_feature=4 15 4 16 1186 151 151 13 13 160 16 483 16 4 4
split_gain=0.543056 0.440923 0.563388 0.332647 0.203335 0.150642 0.193314 0.189301 0.176936 0.157948 0.157833 0.214783 0.199148 0.134832 0.0401611
threshold=0.31392000000000003 -0.41956999999999994 0.51326500000000019 -0.53242499999999993 0.085230000000000014 -0.22288499999999997 -0.064619999999999983 -0.16392499999999996 -0.0050199999999999993 -0.54784999999999984 -0.052894999999999991 0.0015150000000000003 -0.03614499999999999 -0.014454999999999997 -0.0090849999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 -1 8 -8 13 -9 11 -11 -12 -7 -15
right_child=1 3 -4 -5 -6 6 7 9 -10 10 12 -13 -14 14 -16
leaf_value=0.001157870059853062 0.01904979910779243 0.0013252131994137728 -0.00053924520145814502 -0.014765888092302941 -0.00037914917645965452 0.016228553154780216 0.0010571818476699754 0.017038044048095918 0.019944452289863454 0.0095485147027930817 -0.0024136854774148364 0.018904564540372447 0.0078293587783681336 0.0039685361083180142 0.0098432611438292652
leaf_weight=66 70 92 102 60 65 84 87 69 83 1030 57 75 874 53 93
leaf_count=66 70 92 102 60 65 84 87 69 83 1030 57 75 874 53 93
internal_value=0 0.00158226 0.0074226 -0.00501472 0.00889013 0.00912518 0.00933438 0.0087733 0.0132579 0.00909136 0.00882116 0.0101852 0.0072003 0.0108372 0.00772296
internal_weight=0 324 172 152 2636 2571 2505 2192 313 2105 2036 1105 931 230 146
internal_count=2960 324 172 152 2636 2571 2505 2192 313 2105 2036 1105 931 230 146
is_linear=0
shrinkage=0.16829


Tree=6018
num_leaves=19
num_cat=0
split_feature=15 2 39 2 151 150 2 14 2 14 13 2 2 157 133 51 13 2
split_gain=7.94531 3.638 1.73293 1.44386 0.973123 0.793318 0.695421 1.11601 0.506269 0.455238 0.419088 0.380967 0.300841 0.316191 0.247001 0.241768 0.241276 0.220427
threshold=-0.26361999999999991 0.11183000000000003 0.0047850000000000011 0.153865 -0.065174999999999983 0.11680000000000001 0.13966500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.077140000000000014 -0.10142999999999998 0.11657500000000001 0.089945000000000011 -0.082389999999999977 0.024055000000000003 -0.16980499999999998 -0.096079999999999985 0.13554000000000002
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 -3 9 7 -1 -4 12 -6 -12 15 -14 -15 -2 -17 -13
right_child=1 3 8 -5 10 -7 -8 -9 -10 -11 11 17 13 14 -16 16 -18 -19
leaf_value=0.0008921696824239901 0.00097058183869191755 0.0005092617778080119 0.00055148789984286962 0.00035711302151531231 0.00070119728926731992 0.00077661268029182557 0.00016021329832110245 0.00032768074173415094 0.00094106915390631857 0.0014111390799400134 0.00083523359721786338 0.0012224535719454835 0.0013265254060465595 0.0010151487431970113 0.0011508401645603972 0.001394918449342592 0.0011868808588356824 0.00095768429362968815
leaf_weight=65 55 62 57 68 53 58 68 93 103 83 75 96 63 324 280 66 1235 56
leaf_count=65 55 62 57 68 53 58 68 93 103 83 75 96 63 324 280 66 1235 56
internal_value=0 0.00108401 0.0011346 0.000797136 0.000884523 0.00115914 0.000439957 0.00056013 0.000802501 0.00116966 0.000967491 0.00102951 0.00115973 0.00110163 0.00107811 0.00118829 0.00119746 0.00112514
internal_weight=0 2734 2324 410 342 2164 226 158 160 2106 280 227 2023 667 604 1356 1301 152
internal_count=2960 2734 2324 410 342 2164 226 158 160 2106 280 227 2023 667 604 1356 1301 152
is_linear=0
shrinkage=0.0032998


Tree=6019
num_leaves=19
num_cat=0
split_feature=3 97 151 2 51 51 3 0 51 1210 3 43 159 2 3 43 13 43
split_gain=0.553878 0.244884 0.279875 0.260869 0.16053 0.142609 0.159231 0.240118 0.220173 0.10974 0.197636 0.255212 0.160023 0.278934 0.135877 0.134841 0.114078 0.0637666
threshold=0.3148450000000001 -0.0047149999999999996 0.072810000000000014 0.093320000000000014 -0.22508999999999998 -0.097504999999999981 -0.087864999999999985 0.11737000000000002 0.14276500000000003 -0.079364999999999977 -0.098469999999999988 -0.072364999999999985 0.0043550000000000004 0.088665000000000008 -0.083154999999999993 -0.27619499999999997 -0.097214999999999982 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 17 -6 7 -7 -8 14 11 15 16 -14 -3 -11 -12 -5
right_child=-2 2 -4 4 5 6 8 -9 -10 10 12 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.0033124055154877641 -0.004841418560086035 -0.00085309661564587859 0.016730720066261775 0.015345866085871279 -0.0037429741260041859 -0.0028916370491737968 0.0075661576178304235 0.010529646250413869 -0.0037487496613714815 0.014596752820457776 0.015333377789250639 0.02159947497508953 0.0090814169751405587 0.022847177919712094 0.010319199282333255 0.0028824760433815689 0.007584835662859204 0.0074665516013420917
leaf_weight=54 100 68 103 59 52 131 574 53 53 61 57 82 145 59 56 52 1141 60
leaf_count=54 100 68 103 59 52 131 574 53 53 61 57 82 145 59 56 52 1141 60
internal_value=0 0.0078894 0.00810562 0.00777629 0.00558281 0.00478022 0.00532893 0.000964512 0.00660685 0.00902683 0.0094022 0.0144361 0.00870077 0.0130715 0.00417797 0.00922201 0.00795501 0.0113882
internal_weight=0 2860 2806 2703 982 863 811 184 627 1721 1597 195 1402 204 124 113 1198 119
internal_count=2960 2860 2806 2703 982 863 811 184 627 1721 1597 195 1402 204 124 113 1198 119
is_linear=0
shrinkage=0.16829


Tree=6020
num_leaves=30
num_cat=0
split_feature=1 3 3 4 3 1 43 124 4 0 0 4 3 1 0 11 15 0 49 42 4 13 3 4 15 43 4 158 133
split_gain=64.9101 10.5284 5.63607 4.21923 3.58974 2.76405 1.67153 1.51626 1.08816 0.856643 0.827186 1.08118 0.738622 0.718829 0.716727 0.607913 0.596642 0.530574 0.382384 0.3469 0.283567 0.265096 0.204774 0.180195 0.409704 0.10593 0.0912811 0.087156 0.0697293
threshold=0.10684 -0.049204999999999992 -0.066789999999999974 0.31392000000000003 0.3148450000000001 0.087225000000000011 -0.025079999999999995 -1.0000000180025095e-35 0.043640000000000005 -0.14755499999999996 -0.075434999999999988 -0.4950449999999999 -0.10690999999999999 0.11883500000000001 -0.085824999999999985 1.0000000180025095e-35 -0.063834999999999989 -0.062714999999999979 -0.07929499999999999 0.11195000000000001 0.27020000000000005 0.055610000000000007 -0.075914999999999996 -0.060239999999999995 -0.086819999999999994 -0.16878999999999997 -0.077789999999999984 0.080235000000000015 0.093995000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 13 6 9 17 -7 10 -4 15 -12 -13 -2 -9 18 27 -3 -1 23 -8 22 -20 -11 -25 -23 -14 -10 -28
right_child=1 4 5 -5 -6 7 20 14 16 19 11 12 26 -15 -16 -17 -18 -19 21 -21 -22 25 -24 24 -26 -27 28 -29 -30
leaf_value=0.0065937351097111211 0.0066487338050571117 0.0049560615618909889 0.0070296147532966854 0.0055276398275793644 0.0046433166502361936 0.0057318027857839182 0.0057762771127387357 0.0061590262240856005 0.0066369586311689349 0.0068119996063139687 0.0070981372884821236 0.0062793970138219322 0.0065732357543398009 0.0061562277278600173 0.0066401968890468666 0.0071742509592899323 0.00634471731480565 0.0053682415032970032 0.0069227097358449145 0.0063198789927669244 0.0054479966180361683 0.0068385375590728501 0.006747760729570413 0.0067692153911803584 0.0063361366095216675 0.0065928764024000726 0.0068438653287234488 0.0068566756371522394 0.0066612270711966957
leaf_weight=56 83 83 55 90 97 67 83 98 65 54 64 60 59 58 56 85 73 64 941 56 53 56 98 52 53 52 80 54 69
leaf_count=56 83 83 55 90 97 67 83 98 65 54 64 60 59 58 56 85 73 64 941 56 53 56 98 52 53 52 80 54 69
internal_value=0 0.00553214 0.00674235 0.00608859 0.00519378 0.00642753 0.00538234 0.00615175 0.00682764 0.00665313 0.00685602 0.00670524 0.00661129 0.00644639 0.00633423 0.00689486 0.00658801 0.00513575 0.00687509 0.00655666 0.0056486 0.00688879 0.00690624 0.00663983 0.00655095 0.00672058 0.00670685 0.00673696 0.00675952
internal_weight=0 611 2303 231 380 491 283 221 1812 270 1620 332 268 141 154 1288 192 147 1203 215 136 1147 1039 159 105 108 208 119 149
internal_count=2914 611 2303 231 380 491 283 221 1812 270 1620 332 268 141 154 1288 192 147 1203 215 136 1147 1039 159 105 108 208 119 149
is_linear=0
shrinkage=0.0032998


Tree=6021
num_leaves=23
num_cat=0
split_feature=4 12 4 4 2 0 40 14 2 150 16 16 12 11 0 479 0 0 2 0 393 16
split_gain=8.29255 2.166 1.29327 0.955454 1.1867 1.06639 1.03199 0.88315 0.77572 0.764279 0.582883 0.426658 0.379671 0.463412 0.291823 0.290515 0.312278 0.231005 0.224646 0.220941 0.168383 0.129321
threshold=0.31392000000000003 1.0000000180025095e-35 -0.39175499999999991 -0.0058699999999999994 0.085865000000000011 -0.14755499999999996 -0.051069999999999997 -0.41992499999999994 0.13084500000000002 0.090145000000000017 -0.5103049999999999 -0.10750499999999999 0.083815000000000014 1.0000000180025095e-35 -0.091829999999999981 0.088585000000000011 -0.072924999999999976 -0.079794999999999991 0.11248000000000001 -0.08824499999999999 0.10135500000000001 0.066010000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -4 -7 -2 12 11 18 -6 14 15 -3 16 20 -15 -9 -12 -14 -18
right_child=7 8 3 4 9 6 -8 10 -10 -11 19 -13 13 17 -16 -17 21 -19 -20 -21 -22 -23
leaf_value=0.0011732929848387711 0.00076497073514629791 0.0010497572863017047 0.00096348158835757173 0.0012706744184323244 0.0011010245167099968 0.00079175350775035356 0.0002218381012907483 0.00066214381188398194 0.00065934434483507062 0.0004014992223017523 0.00035043238349763493 0.00070680518974097968 0.0010498381688797372 0.0013933913335830851 0.0013641460564724661 0.00078890882775811211 0.00087474594599795793 0.0011144513835374193 0.00038330816308945466 7.6306734212812155e-05 0.0012294897952764845 0.0010079395660057592
leaf_weight=88 72 59 55 62 54 54 97 58 56 52 57 69 1272 56 75 55 160 83 71 74 62 173
leaf_count=88 72 59 55 62 54 54 97 58 56 52 57 69 1272 56 75 55 160 83 71 74 62 173
internal_value=0 0.000995369 0.000807242 0.000734448 0.000877596 0.000569587 0.000425882 0.000441143 0.00104406 0.000738133 0.000351332 0.000880164 0.00105484 0.0010425 0.00122598 0.00102758 0.00103543 0.00122708 0.000508949 0.000195852 0.00105821 0.000944048
internal_weight=0 2582 531 443 237 206 151 332 2051 175 260 123 1995 1861 134 1722 1667 139 129 131 1334 333
internal_count=2914 2582 531 443 237 206 151 332 2051 175 260 123 1995 1861 134 1722 1667 139 129 131 1334 333
is_linear=0
shrinkage=0.0032998


Tree=6022
num_leaves=25
num_cat=0
split_feature=1 52 1 12 1 16 12 12 13 4 49 15 13 1 16 4 0 15 4 52 2 16 1 13
split_gain=11.1025 2.8177 1.7306 1.95592 1.06394 1.1113 0.809575 0.554166 0.545297 0.485396 0.540528 0.476937 0.361843 0.346918 0.434664 0.318513 0.409362 0.356425 0.316545 0.574618 0.302505 0.295278 0.202165 0.179211
threshold=0.10398500000000001 -0.34918499999999997 0.13662500000000002 0.088965000000000002 0.090485000000000024 -0.00040499999999999992 0.088825000000000015 0.098845000000000016 -0.14022999999999999 0.057200000000000008 -0.0037949999999999993 0.11934000000000002 -0.085684999999999997 0.11319000000000001 -0.43708999999999992 -0.40515499999999993 -0.06952499999999999 -0.037394999999999991 -0.0037349999999999992 -0.06717999999999999 0.092645000000000019 -0.078829999999999983 0.096630000000000008 -0.0053799999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 9 8 6 20 -5 -1 10 -3 15 -4 -11 -15 -10 18 -18 23 -20 -6 -8 -7 -17
right_child=1 2 12 7 5 22 21 -9 11 13 -12 -13 -14 14 -16 16 17 -19 19 -21 -22 -23 -24 -25
leaf_value=0.0014567309962439797 0.0012340073605541845 0.00060106176501930828 0.00015830864260740142 0.0012852274671332116 0.0008455619079547396 0.0010997942710753385 0.00083124982625702476 0.00085575931101657219 0.0014106444045148111 0.0008836982219664999 0.00015818797699124835 0.00089203040476006903 0.00046546158462094017 0.00037526855305791977 0.00077463029516354834 0.0012499022023044785 0.0011803852216090453 0.00086776244842971784 0.00089782131770739027 0.0011886331453138616 0.00050271378245234793 0.0011418078744529219 0.0013693909679938611 0.0011493097650099751
leaf_weight=80 86 64 85 56 54 56 52 81 68 55 57 63 83 63 57 801 78 84 101 290 60 99 72 269
leaf_count=80 86 64 85 56 54 56 52 81 68 55 57 63 83 63 57 801 78 84 101 290 60 99 72 269
internal_value=0 0.00067497 0.000594916 0.000705276 0.00115496 0.000998595 0.000876199 0.00103157 0.00118845 0.000554138 0.000392726 0.0011762 0.000310267 0.000665541 0.000565259 0.00118676 0.00117736 0.0010185 0.00119495 0.0011136 0.000665425 0.00103509 0.00125172 0.00122465
internal_weight=0 687 601 433 2227 393 265 137 1834 296 121 1754 168 175 120 1691 1623 162 1461 391 114 151 128 1070
internal_count=2914 687 601 433 2227 393 265 137 1834 296 121 1754 168 175 120 1691 1623 162 1461 391 114 151 128 1070
is_linear=0
shrinkage=0.0032998


Tree=6023
num_leaves=13
num_cat=0
split_feature=3 148 148 51 2 3 4 16 475 16 2 1
split_gain=0.545859 0.261225 0.32128 0.305272 0.294406 0.197451 0.190882 0.353514 0.302781 0.17618 0.373914 0.123592
threshold=0.25089000000000006 -0.043434999999999994 -0.083699999999999983 0.14122000000000004 0.14073000000000005 0.41720500000000005 -0.39175499999999991 0.20277000000000003 -0.087994999999999976 -0.5103049999999999 -0.10238999999999998 0.099765000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -2 7 -3 -8 -10 -11 -9
right_child=5 3 -4 -5 -6 -7 8 11 9 10 -12 -13
leaf_value=0.012750078385036443 -0.003704509932588711 0.030144515717275885 -0.0028156565877894627 0.023208093183610175 0.0028616617686708298 0.0094208271615134186 0.0022081554789705883 0.0072356731042245437 0.020085069209864921 -0.0012102639412408446 0.013073702537400771 0.018521332087395818
leaf_weight=85 79 52 67 82 83 55 76 52 97 53 2073 60
leaf_count=85 79 52 67 82 83 55 76 52 97 53 2073 60
internal_value=0 0.0126817 0.00587705 0.0130746 0.0127476 0.00166935 0.01308 0.0186503 0.0126818 0.0130391 0.0127168 0.0132976
internal_weight=0 2780 152 2628 2546 134 2463 164 2299 2223 2126 112
internal_count=2914 2780 152 2628 2546 134 2463 164 2299 2223 2126 112
is_linear=0
shrinkage=0.16829


Tree=6024
num_leaves=26
num_cat=0
split_feature=1 41 43 131 4 0 12 4 34 16 4 0 484 475 475 12 4 43 475 4 0 12 42 1 474
split_gain=0.359303 0.80858 0.490984 0.569442 0.526313 0.60895 0.445411 0.409344 0.360642 0.481676 0.27257 0.218276 0.174783 0.164518 0.292156 0.16573 0.155971 0.150514 0.146319 0.140118 0.111214 0.0972896 0.263465 0.128557 0.0920331
threshold=0.083250000000000005 0.083565000000000014 -0.23538999999999996 0.08518000000000002 -0.39175499999999991 0.027395000000000006 0.083815000000000014 -0.019794999999999997 -0.028269999999999997 -0.0081349999999999981 -0.10429499999999998 -0.10147999999999999 -0.019629999999999998 -0.085774999999999976 -0.0034549999999999993 0.084565000000000015 -0.069389999999999993 -0.073404999999999984 -0.028044999999999997 -0.081049999999999983 -0.096444999999999989 0.094795000000000004 0.09087000000000002 0.09258000000000001 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=6 2 -2 4 18 8 7 10 -6 -10 -1 -8 -5 -13 24 -16 19 -18 -4 -17 -9 22 23 -14 -15
right_child=1 -3 3 12 5 -7 11 20 9 -11 -12 13 21 14 15 16 17 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.017920195751848961 0.021709655670171003 0.025780421747697863 0.0085074728653128408 0.021677410185008839 0.015912075977487335 -0.014800577259263941 0.018424142085920293 0.0077113198678748669 0.0053856881888591822 -0.0050129145887820503 0.035175039877992219 0.001199787690029943 0.0076087242843955556 0.022484769325441682 0.0017616310467603981 0.010209947816552075 0.010688242180431096 0.0043925821315919334 0.019963769213668575 0.016137580415708182 0.017654177460207154 0.01682647796596488 0.00019255180675265533 0.018259646992285043 0.012961333817358795
leaf_weight=53 63 70 62 52 66 52 96 70 524 166 52 57 60 68 72 352 236 200 66 169 60 61 64 71 52
leaf_count=53 63 70 62 52 66 52 96 70 524 166 52 57 60 68 72 352 236 200 66 169 60 61 64 71 52
internal_value=0 0.00814904 0.00720337 0.00646728 0.00439892 0.00280783 0.0118988 0.0186524 0.00402137 0.00288139 0.0264826 0.0106785 0.0127471 0.0100604 0.0104984 0.00957835 0.0101646 0.00780445 0.0144287 0.0121362 0.0123142 0.0109261 0.00907115 0.0133951 0.0183729
internal_weight=0 1377 1307 1244 936 808 1537 235 756 690 105 1302 308 1206 1149 1029 957 436 128 521 130 256 195 131 120
internal_count=2914 1377 1307 1244 936 808 1537 235 756 690 105 1302 308 1206 1149 1029 957 436 128 521 130 256 195 131 120
is_linear=0
shrinkage=0.16829


Tree=6025
num_leaves=17
num_cat=0
split_feature=1 3 124 15 475 1 1429 1 1 12 3 3 160 14 3 1
split_gain=8.12663 1.80999 0.952308 0.566993 0.514045 0.431528 0.409449 0.364627 0.317091 0.377352 0.218208 0.531317 0.214517 0.180498 0.723911 0.170286
threshold=0.10932500000000002 -0.036264999999999992 -0.082389999999999977 -0.26361999999999991 -0.085684999999999997 0.11617500000000001 0.084920000000000009 0.14367000000000005 0.10398500000000001 0.11878500000000002 0.31351000000000001 0.11995000000000001 -0.081969999999999987 0.056865000000000006 -0.15327499999999997 0.12895500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 7 12 -2 8 -3 9 13 11 -5 -4 14 -6 -7
right_child=1 3 4 10 6 15 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00071342212752311849 0.001107278296900564 0.00041168384293664039 0.0010639112044702466 0.00042320350702383311 0.00067468110987352684 0.00084955060364343832 0.0008196788577307547 7.283318982820151e-05 0.00084328894887481095 0.00080738192528907824 0.00038878668705415951 0.00083445722653612605 0.001328844972708835 0.001217749460593882 0.001067882743574768 0.00060308237444847018
leaf_weight=96 52 101 53 67 53 77 92 53 82 66 56 71 99 82 1777 53
leaf_count=96 52 101 53 67 53 77 92 53 82 66 56 71 99 82 1777 53
internal_value=0 0.000584938 0.00103658 0.000445271 0.00105003 0.000851801 0.00103683 0.000295295 0.00104651 0.00105492 0.000564142 0.000635046 0.0012367 0.00106345 0.00105651 0.000749338
internal_weight=0 530 2400 348 2304 182 2152 154 2060 1978 194 138 152 1912 1830 130
internal_count=2930 530 2400 348 2304 182 2152 154 2060 1978 194 138 152 1912 1830 130
is_linear=0
shrinkage=0.0032998


Tree=6026
num_leaves=19
num_cat=0
split_feature=4 1444 3 13 15 4 12 4 16 475 1429 151 13 160 13 1213 159 39
split_gain=0.311186 0.265666 0.248136 0.248573 0.429597 0.251291 0.21412 0.855532 0.274891 0.203614 0.248623 0.2274 0.225455 0.211206 0.190364 0.175391 0.189207 0.0603038
threshold=0.40052000000000004 -0.080624999999999988 -0.14884499999999998 -0.15941999999999998 -0.46772999999999992 0.50291500000000011 -1.0000000180025095e-35 -0.012865 -0.0087049999999999992 -0.085684999999999997 0.079720000000000013 0.072810000000000014 -0.078724999999999976 -0.081969999999999987 -0.0050199999999999993 0.12389500000000002 0.079715000000000022 0.087735000000000021
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 7 -3 17 13 11 15 -12 -8 -15 16 -11 -9
right_child=2 6 3 4 5 -7 9 8 -10 10 12 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.0010422349751089981 0.015134109852335473 -0.0070509261755732043 0.012061224137840517 0.010700348724154291 0.00054973729999286747 -0.014222682638293066 0.0080317387396989688 0.012178382441053072 0.022694438976213732 0.0097382980348871898 0.0092680241553997136 0.021425734163559647 -0.0045027547653804451 0.02837065564033496 0.014073542518160597 0.018435031887083501 0.014499162741407024 0.0040047941414275874
leaf_weight=57 53 92 59 66 74 58 52 52 57 1590 84 59 56 53 54 82 280 52
leaf_count=57 53 92 59 66 74 58 52 52 57 1590 84 59 56 53 54 82 280 52
internal_value=0 0.0102926 0.00464291 0.00247236 -0.000375853 -0.00592756 0.0105454 0.00588229 0.0132839 0.0110553 0.0106235 0.0111014 0.00374688 0.0168859 0.0211721 0.0107884 0.0104521 0.00810886
internal_weight=0 2620 310 257 198 132 2563 253 161 2310 2151 2011 140 159 107 1952 1870 104
internal_count=2930 2620 310 257 198 132 2563 253 161 2310 2151 2011 140 159 107 1952 1870 104
is_linear=0
shrinkage=0.16829


Tree=6027
num_leaves=21
num_cat=0
split_feature=4 1 150 3 3 1 43 475 40 4 16 52 3 16 1 43 16 160 16 1
split_gain=20.9931 5.02427 2.35992 1.6909 1.31331 1.28844 0.909234 0.668382 0.538894 0.779822 0.819107 0.80706 0.525376 0.456001 0.409863 0.325565 0.26815 0.154831 0.13421 0.113601
threshold=0.31392000000000003 0.10075500000000003 0.079335000000000017 -0.046079999999999989 0.090170000000000014 0.13074500000000003 -0.50775499999999985 -0.085684999999999997 -0.034699999999999988 -0.46195999999999998 0.0063750000000000013 -0.25811499999999993 -0.12077499999999998 -0.49057499999999993 0.07665000000000001 -0.049364999999999992 -0.0096749999999999978 -0.081969999999999987 0.15737500000000001 0.11206000000000001
decision_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 12 -5 15 -1 17 -9 -10 14 -12 -3 -7 -11 -2 -4 -8 -14 -17
right_child=5 2 16 4 -6 13 7 8 9 10 11 -13 18 -15 -16 19 -18 -19 -20 -21
leaf_value=0.00090230671921027366 0.00037509519281436819 0.0015442010215028529 0.00067169640726362685 0.00039988728129395485 0.0010546169078740626 0.00039045647781158746 0.0014205657846155274 0.0010535038970792118 0.0017093259559279657 0.0013182005480803082 0.0013348537784678735 0.00099923918989130349 0.0012773277272794207 5.6852455799531938e-06 0.0014374564709601254 0.0005568580828156142 0.00034059477698743511 0.0016587229334764889 0.0010404009200542668 0.00077328231819643461
leaf_weight=54 65 62 56 53 91 52 52 79 59 1090 158 157 56 95 454 52 52 81 54 58
leaf_count=54 65 62 56 53 91 52 52 79 59 1090 158 157 56 95 454 52 52 81 54 58
internal_value=0 0.00126332 0.000934325 0.00107835 0.000813885 0.000370102 0.00132717 0.00133793 0.00132273 0.0013338 0.00132186 0.00116769 0.00129955 0.000142034 0.00135329 0.000561478 0.000512603 0.00156587 0.00116134 0.000671293
internal_weight=0 2608 424 316 144 322 2184 2130 1997 1918 1859 315 172 147 1544 175 108 133 110 110
internal_count=2930 2608 424 316 144 322 2184 2130 1997 1918 1859 315 172 147 1544 175 108 133 110 110
is_linear=0
shrinkage=0.0032998


Tree=6028
num_leaves=26
num_cat=0
split_feature=4 3 3 10 0 160 3 0 0 3 4 12 4 3 0 3 12 483 42 3 42 481 42 4 3
split_gain=17.538 7.47774 2.1275 1.49305 1.07134 1.09057 0.949001 0.723947 0.840899 0.648282 0.547035 0.488614 0.995153 0.514495 0.452634 0.405197 0.38099 0.356236 0.31333 0.309834 0.262019 0.226439 0.226926 0.135943 0.111683
threshold=0.31392000000000003 -0.065674999999999983 0.28833000000000003 -1.0000000180025095e-35 -0.074249999999999997 -0.08070999999999999 0.31395500000000004 -0.105195 -0.037444999999999992 -0.12077499999999998 -0.012164999999999999 -1.0000000180025095e-35 -0.011209999999999999 0.10402500000000002 -0.10071499999999999 -0.14088999999999999 0.11755500000000001 -0.14014999999999997 -0.0047199999999999994 -0.083154999999999993 0.081605000000000025 -0.086854999999999988 0.091485000000000025 0.0019650000000000002 -0.077564999999999981
decision_type=2 2 2 2 2 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 -2 -9 20 15 12 -5 16 -11 -7 23 -16 -14 -17 -1 -19 -23 -13 -21
right_child=6 2 -4 11 5 10 -8 8 -10 14 -12 13 18 -15 17 19 -18 21 -20 24 -22 22 -24 -25 -26
leaf_value=0.0016843363334209977 0.00095193279417971164 0.00072681035949895886 0.00059297785092386182 0.00074439917703012295 0.00096693843771506751 0.0017328520704650628 0.00027215542845144446 0.00039619345332867568 0.0008823324156354656 0.0013629613850823826 0.0012542812251117811 0.001447651513829993 0.0014692083646561562 0.0011365172715431787 0.0018570270240746579 0.0012716819072201102 0.0012173356245608286 0.0017958920551511045 0.001134698031131277 0.0016444070707010198 0.0020153255972839772 0.0015939015531131339 0.0014643886998464131 0.001656507697365111 0.0014480698648640859
leaf_weight=56 98 62 68 52 53 89 62 97 65 100 95 116 58 93 56 65 68 55 68 73 53 1029 181 53 65
leaf_count=56 98 62 68 52 53 89 62 97 65 100 95 116 58 93 56 65 68 55 68 73 53 1029 181 53 65
internal_value=0 0.00145638 0.00114568 0.00121156 0.00155698 0.0014128 0.00063991 0.00072747 0.000591467 0.00159842 0.00147377 0.00127065 0.00113007 0.00134637 0.00157944 0.00154505 0.00142857 0.0015958 0.00128896 0.00146254 0.0018456 0.00158421 0.00157456 0.00151336 0.00155218
internal_weight=0 2608 638 570 1970 440 322 260 162 1530 387 508 178 330 1421 292 237 1321 126 203 109 1265 1210 169 138
internal_count=2930 2608 638 570 1970 440 322 260 162 1530 387 508 178 330 1421 292 237 1321 126 203 109 1265 1210 169 138
is_linear=0
shrinkage=0.0032998


Tree=6029
num_leaves=26
num_cat=0
split_feature=1 52 1 2 12 49 0 2 12 12 12 15 4 159 1 475 52 4 4 15 40 43 52 2 0
split_gain=24.8874 4.20476 2.75378 2.49318 1.87787 1.85434 1.14962 0.869754 1.21928 0.861557 0.795708 0.477051 0.455896 0.417084 0.411541 0.333704 0.296555 0.332868 0.289375 0.236479 0.215479 0.186336 0.178043 0.252547 0.195342
threshold=0.10575500000000002 -0.24841999999999997 0.12448500000000001 0.095565000000000011 0.089435000000000014 -0.042254999999999994 -0.074309999999999973 0.17553000000000005 -1.0000000180025095e-35 -0.032329999999999991 0.11697000000000002 0.033605000000000003 -0.097349999999999978 0.081975000000000006 0.096160000000000009 -0.085684999999999997 0.10400000000000002 -0.057674999999999997 0.10686000000000001 -0.09416999999999999 -0.046564999999999995 -0.052849999999999994 0.11628500000000001 0.087605000000000002 -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 2 2 2
left_child=3 -2 4 6 13 -5 12 8 20 -7 14 -8 -1 19 16 -14 17 -11 22 -3 -4 -18 23 -17 -24
right_child=1 2 7 5 -6 9 11 -9 -10 10 -12 -13 15 -15 -16 18 21 -19 -20 -21 -22 -23 24 -25 -26
leaf_value=0.0019991185021800344 0.00173174698690677 0.0011486388331221173 0.00060699946904233871 0.00099456541135585215 0.001442530336077541 0.0011658466091983117 0.0013143977923809915 0.00020276069745502726 0.00095969090049965696 0.0018692931071743128 0.0012530642033462013 0.0016425164401498312 0.0019338855605241555 0.00066325428337185935 0.0019068219500194303 0.0017865498071173798 0.0015962449635324879 0.0015897662012287215 0.0014790351900818746 0.00085843681484862083 0.00032010342814432476 0.0013261662607283325 0.0014925092845063958 0.0016804593477780356 0.0017315161993554731
leaf_weight=79 61 53 52 77 88 59 96 55 90 68 66 101 92 73 58 739 60 162 52 77 65 57 69 390 91
leaf_count=79 61 53 52 77 88 59 96 55 90 68 66 101 92 73 58 739 60 162 52 77 65 57 69 390 91
internal_value=0 0.00090904 0.000818226 0.00165642 0.00103932 0.00147435 0.00172107 0.000572521 0.000670596 0.00154399 0.00159128 0.0014828 0.00175209 0.000864362 0.00164631 0.00173845 0.00160267 0.00167256 0.00172501 0.000977021 0.000447914 0.00146497 0.00173491 0.00174993 0.00162866
internal_weight=0 614 553 2316 291 607 1709 262 207 530 471 197 1512 203 405 1433 347 230 1341 130 117 117 1289 1129 160
internal_count=2930 614 553 2316 291 607 1709 262 207 530 471 197 1512 203 405 1433 347 230 1341 130 117 117 1289 1129 160
is_linear=0
shrinkage=0.0032998


Tree=6030
num_leaves=26
num_cat=0
split_feature=2 2 2 2 16 52 12 13 15 12 1443 2 16 159 12 13 34 15 158 159 15 1429 52 52 15
split_gain=8.76579 4.57677 1.95925 1.70027 1.71396 1.31944 1.22902 0.690926 0.594695 0.588952 0.479522 0.510007 0.712215 0.403493 0.65506 0.346361 0.245014 0.240988 0.239871 0.436625 0.410414 0.256086 0.254529 0.209968 0.0423434
threshold=0.12026500000000001 -1.0000000180025095e-35 0.17553000000000005 0.10472500000000001 0.15737500000000001 0.089455000000000021 0.08486500000000001 -0.14847499999999997 -0.11277999999999998 0.09358000000000001 0.084655000000000022 0.092250000000000013 0.0063750000000000013 0.084685000000000024 0.086260000000000017 -0.084144999999999984 -0.08397499999999998 -0.047859999999999993 0.080045000000000019 0.030370000000000005 -0.011484999999999999 0.083985000000000018 -0.074359999999999996 -0.49865999999999994 -0.090909999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 10 5 15 16 -2 -9 -6 11 18 13 14 -13 -5 -1 -10 19 21 -21 -3 -20 -14 -17
right_child=2 3 -4 4 9 -7 -8 8 17 -11 -12 12 23 -15 -16 24 -18 -19 22 20 -22 -23 -24 -25 -26
leaf_value=0.00070862824113684789 0.0004163857393189701 0.001262679211362057 9.0296722203952367e-05 0.00044806345195620251 0.0015793706272779777 0.0011863507140792344 0.0011273551161614505 0.00061052046044080596 0.0011356721986294025 0.0011266480985384602 0.001541389742832599 0.00070853814694274257 0.0014952312163582354 0.0013099178928770629 0.0010959815978876836 0.0007068757268085588 0.00043579673492840932 0.00083560029654138838 0.0015738566590210187 0.0012500246079288704 0.00087980956925689786 0.0014532368272741371 0.0012911302886512591 0.0012340311274167052 0.00084385140243168125
leaf_weight=61 60 1175 65 52 54 82 54 87 54 77 61 67 53 52 169 54 90 67 57 70 63 85 97 102 56
leaf_count=61 60 1175 65 52 54 82 54 87 54 77 61 67 53 52 169 54 90 67 57 70 63 85 97 102 56
internal_value=0 0.00117335 0.000604865 0.00121338 0.00100859 0.000844724 0.000699491 0.000729536 0.000819698 0.00131354 0.0012508 0.00124188 0.00114237 0.00104472 0.000986136 0.000671585 0.000546247 0.000969808 0.00127035 0.00125643 0.00107492 0.00127556 0.001396 0.00132357 0.000776929
internal_weight=0 2631 333 2426 375 244 205 268 208 131 2051 1990 443 288 236 162 151 121 1547 1393 133 1260 154 155 110
internal_count=2964 2631 333 2426 375 244 205 268 208 131 2051 1990 443 288 236 162 151 121 1547 1393 133 1260 154 155 110
is_linear=0
shrinkage=0.0032998


Tree=6031
num_leaves=12
num_cat=0
split_feature=3 1446 9 2 3 150 2 0 160 150 2
split_gain=0.759086 0.611554 0.456907 0.38472 0.265137 0.290128 0.44507 0.322803 0.213754 0.184858 0.146284
threshold=0.31351000000000001 0.111445 -1.0000000180025095e-35 0.15305000000000002 0.12745000000000004 0.083810000000000009 -0.087809999999999985 -0.10594499999999998 0.056295000000000005 0.10871000000000001 0.10155500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -4 10 -8 -9 -7
right_child=-2 -3 3 -5 -6 7 8 9 -10 -11 -12
leaf_value=-0.0014910139270381459 -0.0034504904530891774 0.029629382204568261 0.027310970619003245 -0.0015286092652751796 0.021549584231010641 -0.0070147938646775727 0.011177794151092305 0.0066433703727762448 0.016005133549182284 0.017932026891533288 0.0054862599846095868
leaf_weight=78 99 52 54 62 78 54 1956 111 302 66 52
leaf_count=78 99 52 54 62 78 54 1956 111 302 66 52
internal_value=0 0.0115243 0.011189 0.0115513 0.0118554 0.0115633 0.0121867 0.00646364 0.0118242 0.0108629 -0.000865253
internal_weight=0 2865 2813 2735 2673 2595 2312 283 2258 177 106
internal_count=2964 2865 2813 2735 2673 2595 2312 283 2258 177 106
is_linear=0
shrinkage=0.16829


Tree=6032
num_leaves=26
num_cat=0
split_feature=1 3 2 2 2 2 2 2 2 124 159 1 3 160 4 42 2 2 131 1456 14 3 156 15 2
split_gain=31.7411 5.86693 2.81408 2.4129 2.02101 2.04217 1.92172 1.0295 0.825167 0.900183 0.617163 0.5223 0.409203 0.373303 0.519348 0.348466 0.347862 0.276574 0.255359 0.245151 0.213716 0.304902 0.359587 0.146389 0.116051
threshold=0.10442000000000001 -0.053364999999999996 -1.0000000180025095e-35 0.093320000000000014 0.17553000000000005 -1.0000000180025095e-35 0.11504500000000002 0.12026500000000001 0.13084500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.089825000000000002 0.10514500000000002 1.0000000180025095e-35 0.018150000000000003 0.09087000000000002 0.10134000000000001 0.10682000000000001 0.090545000000000014 -0.15824499999999997 0.076450000000000004 0.085880000000000012 0.088735000000000022 0.09172000000000001 0.10134000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 11 5 -3 15 17 9 -5 24 19 -9 16 -15 -2 -12 -7 23 -4 21 22 -21 -13 -11
right_child=1 4 3 8 -6 7 -8 12 -10 10 13 18 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.00051584109605716782 0.0010586988667423448 -0.00027283993308954002 0.0014669909902636983 0.00059638814210456173 -0.00054984854654012471 0.00067197011368095574 0.00028109869374196971 -0.00014077416518127434 0.00058084996740012803 0.0013908509031878107 0.00083199465142903839 0.00092631599818221823 0.00023228644452027755 0.0013544200381169508 0.00092828691624780393 0.00073430631731678667 0.0010383818485412994 0.00036698950806688475 0.0012432112348467654 0.001249180216608504 0.0014215280220672519 0.00097332311416882154 0.00097709467222900073 0.0011175038424253729 0.0011647832961243394
leaf_weight=81 92 94 53 52 52 57 74 52 52 54 162 101 83 68 59 61 205 77 76 1050 65 52 57 83 52
leaf_count=81 92 94 53 52 52 57 74 52 52 54 162 101 83 68 59 61 205 77 76 1050 65 52 57 83 52
internal_value=0 0.000291816 0.00112087 0.00114272 5.84234e-05 0.000145656 0.000718347 0.000292027 0.00098247 0.00101445 0.00105062 0.00121609 8.83281e-05 0.00100127 0.00115673 0.000929596 0.000947375 0.000496983 0.00108025 0.00124373 0.00123403 0.00122348 0.0012352 0.00101275 0.00128028
internal_weight=0 642 2322 2241 415 363 227 269 704 652 600 1537 135 494 127 153 367 134 260 1277 1224 1159 1107 184 106
internal_count=2964 642 2322 2241 415 363 227 269 704 652 600 1537 135 494 127 153 367 134 260 1277 1224 1159 1107 184 106
is_linear=0
shrinkage=0.0032998


Tree=6033
num_leaves=31
num_cat=0
split_feature=10 0 159 0 15 16 475 4 16 4 52 0 159 52 0 2 48 157 4 15 483 16 15 4 39 15 0 16 16 52
split_gain=0.783326 0.479079 0.299457 0.374578 0.365062 0.266345 0.307806 0.316543 0.780776 0.665059 0.25994 0.217215 0.214052 0.269613 0.1999 0.199369 0.189789 0.15262 0.161695 0.209833 0.17557 0.15202 0.146434 0.14322 0.139291 0.11111 0.106182 0.0947255 0.0709512 0.0542673
threshold=-1.0000000180025095e-35 -0.068669999999999995 -0.0038049999999999998 -0.11991499999999998 0.084685000000000024 -0.078939999999999996 -0.09688999999999999 -0.080874999999999989 0.14976500000000001 -0.095479999999999982 0.0030150000000000008 -0.18713499999999997 -0.064994999999999983 -0.0094049999999999984 -0.036459999999999992 0.088065000000000018 0.081890000000000004 -0.074254999999999988 -0.066714999999999983 -0.033234999999999994 0.087605000000000002 -0.14158499999999996 0.085775000000000004 0.11023000000000001 0.0039300000000000003 0.089545000000000013 -0.082634999999999986 -0.088604999999999975 -0.42170999999999997 -0.26876499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 14 -7 8 9 -8 11 21 13 -2 15 25 -13 -15 -19 20 -20 -4 -14 24 -9 26 -5 28 -17 -10
right_child=2 -3 3 5 -6 6 7 23 29 -11 -12 16 22 17 -16 27 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0071267142259638979 0.0010990298088052353 -0.01108282412308686 0.004873740003690309 0.013558608359515027 0.017665765032692987 0.020443151170810383 -0.019664814212171231 0.009778712102757877 0.0093543726376615084 0.0046531327004910297 -0.0064476543004584183 -0.0063802556831903945 0.027233477331369587 0.022486974763239787 0.021603727996816313 0.011417578885999067 0.0058906155176826468 0.019323188948330235 0.019274129939010575 0.0014711580833264052 0.0064394433560868176 0.017297855266621903 0.015226510560721237 0.0014834908300984102 0.018689607176256364 0.0070836547758995651 0.019771657836921194 0.013164967755840088 0.0042441822912674398 0.016810015499516499
leaf_weight=86 53 78 60 315 54 62 57 704 58 72 69 60 52 52 69 56 88 70 70 59 54 53 67 55 54 56 106 85 134 56
leaf_count=86 53 78 60 315 54 62 57 704 58 72 69 60 52 52 69 56 88 70 70 59 54 53 67 55 54 56 106 85 134 56
internal_value=0 -0.00152297 0.0104341 0.00964304 0.00483237 0.0105948 0.00889942 0.00821996 0.00288001 -0.00607808 0.00272691 0.00515926 0.0142826 0.0122148 0.0129013 0.0121005 0.000903799 0.0141405 0.0124179 0.00976672 0.0136993 0.0107169 0.0204884 0.00981382 0.0104159 0.0141867 0.0151272 0.00847535 0.0063679 0.0130326
internal_weight=0 164 2800 2323 384 1939 1118 1056 243 129 330 261 477 358 821 752 148 305 253 183 124 113 119 813 758 477 421 275 190 114
internal_count=2964 164 2800 2323 384 1939 1118 1056 243 129 330 261 477 358 821 752 148 305 253 183 124 113 119 813 758 477 421 275 190 114
is_linear=0
shrinkage=0.16829


Tree=6034
num_leaves=21
num_cat=0
split_feature=4 2 12 2 2 15 4 3 3 13 15 4 15 15 43 4 133 15 15 402
split_gain=11.0758 3.78584 2.77347 1.31183 1.81482 0.978391 1.54921 1.02562 0.551609 0.544184 0.506297 0.429518 0.897726 0.426722 0.416831 0.362673 0.213999 0.198754 0.183803 0.0908177
threshold=0.31392000000000003 0.14253500000000002 -1.0000000180025095e-35 -0.007134999999999999 0.094985000000000014 0.025430000000000005 -0.15366499999999997 0.10402500000000002 -0.10337499999999998 0.041960000000000004 -0.46483499999999994 -0.49269499999999994 -0.0044499999999999991 0.090880000000000016 -0.078469999999999984 -0.00076499999999999995 0.11124000000000002 0.11806500000000002 -0.26361999999999991 -0.0065149999999999991
decision_type=2 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 11 -2 16 -10 -4 14 -11 -13 -6 17 -8 -12 -18
right_child=8 -3 5 4 15 6 9 -9 10 13 18 12 -14 -15 -16 -17 19 -19 -20 -21
leaf_value=0.00046578573575293815 0.0007441059206563681 0.0004839368180381018 0.0014314134021694272 0.0014428631122684048 0.00058306365890991197 0.0018131794330337955 0.0013110247553633247 0.00083631225368249675 0.00061904463706090589 0.0012466161801458694 0.00018800624116226515 0.0012714567140578177 0.00086364513134339126 0.00085639186946817668 0.0011335426836859802 0.00095332269834550452 0.0012541152129348729 0.001494795356534086 0.00043441225822061591 0.0010933356052437952
leaf_weight=66 86 84 80 67 61 62 616 94 94 68 72 526 91 57 452 56 135 75 62 60
leaf_count=66 86 84 80 67 61 62 616 94 94 68 72 526 91 57 452 56 135 75 62 60
internal_value=0 0.00117398 0.00119656 0.000865889 0.00100921 0.00123224 0.00130552 0.00116895 0.000518341 0.00127435 0.000433029 0.00119613 0.00117849 0.00106896 0.00120775 0.000760583 0.00130329 0.00133102 0.000302278 0.00120483
internal_weight=0 2650 2566 250 184 2316 1073 1243 314 1011 228 1149 1069 125 978 117 886 691 134 195
internal_count=2964 2650 2566 250 184 2316 1073 1243 314 1011 228 1149 1069 125 978 117 886 691 134 195
is_linear=0
shrinkage=0.0032998


Tree=6035
num_leaves=26
num_cat=0
split_feature=1 12 2 124 0 4 0 11 1 2 1 2 2 1 4 43 4 16 1447 4 4 42 43 4 4
split_gain=14.5809 3.17683 2.79716 1.50628 1.08424 1.16746 1.75279 0.838695 0.780515 0.738739 0.564228 0.420033 0.359644 0.326588 0.309405 0.281477 0.236493 0.236285 0.228393 0.201924 0.155635 0.123408 0.083108 0.0795582 0.164018
threshold=0.10661000000000002 0.085075000000000026 0.11806500000000002 -0.048219999999999992 -0.071299999999999988 -0.42305999999999994 1.0000000180025095e-35 1.0000000180025095e-35 0.092845000000000025 -1.0000000180025095e-35 0.10075500000000003 0.14132000000000003 0.092155000000000015 0.082535000000000011 -0.013359999999999999 -0.064539999999999986 -0.013049999999999997 -0.43708999999999992 -0.085574999999999984 0.0051950000000000008 0.41377500000000006 0.11357500000000002 -0.06372499999999999 -0.072334999999999997 -0.051789999999999996
decision_type=2 2 2 2 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 14 8 7 13 19 10 -1 -2 12 15 18 -6 -3 -11 22 -18 -5 23 -17 -20 -14 -7 -25
right_child=1 2 -4 4 5 6 -8 -9 -10 11 -12 -13 16 -15 -16 20 17 -19 21 -21 -22 -23 -24 24 -26
leaf_value=0.0012953247153776528 0.00038807952337353271 0.0015604151318345178 0.00048222087853968382 0.0012845883224181546 0.0013057777479631941 0.0014183076877693564 0.00058536291762310638 0.0017405389293768791 0.00073905002236822174 0.00060262180088376405 0.0010840128986536568 0.000543617067817031 0.0015207704712430052 0.0016475352291737634 0.0012485681972038631 0.00097260815293302239 0.0014556810981499429 0.0011987070078004194 0.0014731801066466491 0.0011060308417466689 0.000740259262427282 0.0013043022527125156 0.0013461709789457283 0.0011249167947686156 0.0013788439948336994
leaf_weight=53 101 59 52 84 52 59 52 94 58 54 54 102 75 79 90 87 54 159 1189 75 52 53 59 54 63
leaf_count=53 101 59 52 84 52 59 52 94 58 54 54 102 75 79 90 87 54 159 1189 75 52 53 59 54 63
internal_value=0 0.000804112 0.0011422 0.00138137 0.00139989 0.00125104 0.00113804 0.00143534 0.00100498 0.000632419 0.00141871 0.000715955 0.00142949 0.00151214 0.00137229 0.000806852 0.00133369 0.00126402 0.00145454 0.00125239 0.00088594 0.001466 0.00144416 0.00131456 0.00126195
internal_weight=0 597 201 2366 2255 434 303 1821 111 396 1727 295 1673 131 149 193 347 213 1326 251 139 1242 134 176 117
internal_count=2963 597 201 2366 2255 434 303 1821 111 396 1727 295 1673 131 149 193 347 213 1326 251 139 1242 134 176 117
is_linear=0
shrinkage=0.0032998


Tree=6036
num_leaves=13
num_cat=0
split_feature=40 11 43 41 3 1186 10 3 43 12 3 40
split_gain=0.42962 0.43296 0.375528 0.396703 0.236931 0.212995 0.18484 0.239125 0.180735 0.16074 0.0806802 0.0730454
threshold=-0.08440499999999998 0.079700000000000007 0.31405000000000005 0.078150000000000011 -0.14884499999999998 0.084830000000000017 1.0000000180025095e-35 0.41110500000000005 -1.0000000180025095e-35 0.10859000000000001 -0.22442499999999996 -0.096604999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 4 -2 6 7 -6 -3 -4 -10 -1
right_child=1 8 9 -5 5 -7 -8 -9 10 -11 -12 -13
leaf_value=0.0037314887131853661 -0.0013529334330205636 0.010498612166886486 -0.0061684738526323656 0.022906693021048075 0.0098120945776475118 0.020202734010844804 -3.9054678403588991e-05 0.021384864820758073 0.018093413145118951 0.0067610569664723254 0.027112021805613635 -0.0044510006712314872
leaf_weight=74 52 55 56 68 2273 58 52 52 63 53 54 53
leaf_count=74 52 55 56 68 2273 58 52 52 63 53 54 53
internal_value=0 0.0103221 0.00979228 0.010205 0.00985697 0.0100971 0.00984976 0.0100717 0.0185172 0.00010188 0.0222712 0.000302603
internal_weight=0 2836 2664 2555 2487 2435 2377 2325 172 109 117 127
internal_count=2963 2836 2664 2555 2487 2435 2377 2325 172 109 117 127
is_linear=0
shrinkage=0.16829


Tree=6037
num_leaves=23
num_cat=0
split_feature=1 52 2 12 4 2 0 157 0 12 4 16 3 0 49 3 0 4 3 3 160 43
split_gain=11.7882 3.10025 1.3147 1.488 0.834349 0.728608 0.669028 0.461318 0.452642 0.439128 0.376836 0.463047 0.443571 0.329646 0.329143 0.476363 0.477254 0.52786 0.301979 0.287743 0.136199 0.0612929
threshold=0.10123500000000001 -0.41694999999999993 0.14744000000000002 0.085845000000000019 0.24099500000000004 0.097005000000000022 -0.18713499999999997 0.00069000000000000008 -0.028049999999999995 -1.0000000180025095e-35 0.51326500000000019 0.0044600000000000013 0.040040000000000006 -0.081024999999999986 -0.093809999999999991 0.085880000000000012 -0.15184499999999998 -0.14088999999999999 -0.11151499999999999 -0.039864999999999991 -0.060659999999999992 0.00042000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 14 -3 8 19 -4 11 12 -8 -5 -1 16 -16 -18 -19 20 -7 -22
right_child=1 2 9 13 -6 7 10 -9 -10 -11 -12 -13 -14 -15 15 -17 17 18 -20 -21 21 -23
leaf_value=0.001482555537175239 0.0012949999508085062 0.00087838304835947359 0.00049794717726363953 0.00077005289580285574 0.00085969999172597999 0.0010125332345053597 0.00036842276649046255 0.0013511360668741897 0.00081656938358659365 8.3533789663820283e-05 0.00031262781404713309 0.00083038625384712476 0.0007304835310403845 0.0010870548239084244 0.0015344036047846032 0.00098399751796432824 0.00090749574806915038 0.0014627761697915021 0.0012261976988774315 0.00087887247688760433 0.0012466382017047833 0.0011087211948322554
leaf_weight=56 85 67 58 59 82 63 110 59 82 54 77 60 56 95 57 88 56 63 1410 55 109 62
leaf_count=56 85 67 58 59 82 63 110 59 82 54 77 60 56 95 57 88 56 63 1410 55 109 62
internal_value=0 0.000702729 0.000623518 0.00069293 0.00118793 0.00120037 0.000579248 0.00107815 0.00103464 0.000298455 0.000512986 0.000581094 0.000490776 0.000965835 0.00123073 0.00122229 0.00123549 0.00122432 0.00123634 0.00109639 0.00114737 0.00119684
internal_weight=0 721 636 524 2242 2160 370 430 371 112 303 226 166 154 1730 1674 1586 1529 1473 289 234 171
internal_count=2963 721 636 524 2242 2160 370 430 371 112 303 226 166 154 1730 1674 1586 1529 1473 289 234 171
is_linear=0
shrinkage=0.0032998


Tree=6038
num_leaves=11
num_cat=0
split_feature=12 13 9 2 0 12 0 15 0 49
split_gain=0.366605 0.218068 0.302895 0.287711 0.343455 0.265671 0.31199 0.425779 0.214806 0.188199
threshold=0.14472000000000004 -0.27740999999999993 0.088665000000000008 -1.0000000180025095e-35 -0.083619999999999986 -0.097314999999999985 0.10923000000000001 -0.40166999999999992 -0.11167499999999998 -0.13138499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 -5 7 -7 -1 -9
right_child=-2 2 -4 5 -6 6 -8 9 -10 -11
leaf_value=0.0092062617659155067 -0.003722937226313925 0.012409825961947417 0.022315463760718732 0.021213930327337299 -0.0048855984162613055 -0.0034612069848890068 0.018842059641825629 0.01723736221173339 -0.0037402631870693719 0.0091903315900038838
leaf_weight=74 63 53 52 56 84 74 97 86 71 2253
leaf_count=74 63 53 52 56 84 74 97 86 71 2253
internal_value=0 0.00923331 0.00956838 0.00932249 0.00179222 0.00972383 0.00946676 0.00908914 0.00285454 0.00948697
internal_weight=0 2900 2755 2703 137 2566 2510 2413 145 2339
internal_count=2963 2900 2755 2703 137 2566 2510 2413 145 2339
is_linear=0
shrinkage=0.16829


Tree=6039
num_leaves=28
num_cat=0
split_feature=3 3 9 39 42 3 3 15 14 41 43 15 3 11 16 15 160 50 42 43 376 403 43 15 3 133 16
split_gain=7.43844 2.30282 2.20939 1.19933 1.10595 0.571027 0.602333 0.974121 0.556827 0.746353 0.505084 0.390791 1.57441 0.363113 0.329032 0.288155 0.223837 0.208241 0.20513 0.193272 0.190558 0.176177 0.164887 0.151814 0.131917 0.101096 0.040506
threshold=-0.063264999999999988 0.28833000000000003 -1.0000000180025095e-35 0.055555000000000007 -0.032499999999999994 0.10402500000000002 -0.016814999999999997 -1.0000000180025095e-35 0.073890000000000011 0.081500000000000017 -0.073404999999999984 -0.035654999999999992 -0.11017499999999998 0.077415000000000012 0.0097750000000000007 -0.037394999999999991 0.057440000000000012 0.089430000000000023 0.086855000000000016 -0.069434999999999983 0.048695000000000009 0.0055000000000000005 0.05259500000000001 -0.079504999999999978 0.41720500000000005 -0.09676499999999999 -0.0081349999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 5 -5 6 -4 -8 9 11 20 12 -1 14 17 -7 19 21 -16 23 -6 -13 -19 -14 -3 -21 -18
right_child=1 24 3 4 10 15 7 -9 -10 -11 -12 13 16 -15 18 -17 26 22 -20 25 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00050049110223988652 0.00028675717436942787 0.00020524316324766709 0.00084090107867424292 0.0010797766656740347 0.00030291625132351769 0.00092954523852644224 0.00094121418041622428 0.0014355519841100168 0.0013587963412390906 0.0007037088324610422 0.00079858824444050563 0.0010749638847055766 0.0011318890113524444 0.0013343632272132192 0.00079188288137046093 0.00063032573573806698 0.0012658233603162767 0.0012706768172776092 0.0010488919706356709 0.0010515876308061212 0.00056848593168935466 0.0011960598530551198 0.0010529664786026688 0.0009837247275450631 0.00042240016471460217 0.00086420831364996461 0.0011292802673576983
leaf_weight=59 85 69 101 53 70 75 98 79 77 59 55 699 219 79 55 68 59 158 95 52 52 169 53 123 56 92 54
leaf_count=59 85 69 101 53 70 75 98 79 77 59 55 699 219 79 55 68 59 158 95 52 52 169 53 123 56 92 54
internal_value=0 0.000717364 0.000787723 0.000853079 0.000660964 0.000957951 0.0010455 0.00116205 0.00108167 0.00107111 0.000535357 0.00108212 0.00101592 0.00111539 0.00110129 0.000787505 0.00106663 0.00112161 0.00095489 0.00103534 0.000416399 0.00109858 0.00121616 0.0010787 0.000302811 0.000932118 0.00120088
internal_weight=0 861 736 651 230 421 278 177 2102 2025 177 1966 658 1308 1229 143 599 1079 150 486 122 868 211 342 125 144 113
internal_count=2963 861 736 651 230 421 278 177 2102 2025 177 1966 658 1308 1229 143 599 1079 150 486 122 868 211 342 125 144 113
is_linear=0
shrinkage=0.0032998


Tree=6040
num_leaves=23
num_cat=0
split_feature=2 2 3 43 39 12 1 52 12 48 3 155 43 133 130 1 3 1 1 1 42 42
split_gain=0.343118 0.369262 0.402361 0.28272 0.268632 0.38417 0.302987 0.287089 0.72501 0.28085 0.22402 0.219837 0.16869 0.192658 0.137784 0.144499 0.330616 0.122536 0.135726 0.0856666 0.0954913 0.0689445
threshold=-0.16649999999999998 0.083815000000000014 0.0012800000000000001 -0.040494999999999996 0.10189000000000001 -0.098524999999999988 0.089680000000000024 -0.092084999999999986 0.082595000000000016 0.092150000000000024 -0.086884999999999976 0.089630000000000015 -0.094084999999999988 0.086975000000000011 -0.011554999999999998 0.082135000000000014 -0.13117499999999996 0.093935000000000018 0.089625000000000024 0.10950000000000001 0.088125000000000023 0.084360000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 12 5 -3 14 11 9 -9 -5 -8 -2 19 -7 16 -16 18 21 20 -14 -12
right_child=1 4 -4 10 -6 6 7 8 -10 -11 17 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.004431864278531707 0.016286781724520215 0.022032944326462894 -0.00013714758581264149 0.024017331437756587 -0.0014050726027678422 0.014608477640408365 0.017118571554346217 0.0083164725774857139 -0.016779117940438053 -0.0030495780728755301 0.0087634023769958772 0.0036396704286819894 0.016993682568877802 -0.00064161426782952092 -0.0046539708109339462 0.014504588304509639 0.0083170516064112257 0.0086847948815980888 0.023711023292847393 0.0046293143732749975 0.0088846467638594474 0.017533732029087475
leaf_weight=58 90 53 73 86 92 103 67 185 54 92 52 71 67 59 58 97 1281 83 53 62 111 52
leaf_count=58 90 53 73 86 92 103 67 185 54 92 52 71 67 59 58 97 1281 83 53 62 111 52
internal_value=0 0.00861882 0.0117398 0.0129549 0.0074757 0.00787299 0.00749836 0.00374685 0.00105233 0.00453498 0.0166186 0.0101968 0.00988005 0.00794559 0.00864043 0.00821111 0.00775386 0.0139598 0.0167371 0.0100641 0.011947 0.0131658
internal_weight=0 2941 788 715 2153 2061 2008 469 331 277 326 138 389 299 1539 1436 1339 240 157 240 178 104
internal_count=2999 2941 788 715 2153 2061 2008 469 331 277 326 138 389 299 1539 1436 1339 240 157 240 178 104
is_linear=0
shrinkage=0.16829


Tree=6041
num_leaves=30
num_cat=0
split_feature=15 3 2 2 3 44 0 2 42 133 1 1212 2 0 16 16 42 15 51 1213 3 34 484 0 2 16 15 3 16
split_gain=0.296707 0.490638 0.328051 0.274419 0.235672 0.212077 0.385004 0.191768 0.215187 0.191731 0.177925 0.176194 0.173099 0.169014 0.229054 0.160873 0.153994 0.150867 0.458236 0.204432 0.300981 0.211216 0.107482 0.0923174 0.0817856 0.075691 0.111428 0.0808704 0.0425569
threshold=0.021950000000000001 -0.11151499999999999 0.083815000000000014 -0.16649999999999998 -0.087169999999999984 1.0000000180025095e-35 -0.15127999999999997 0.10912000000000001 0.0069650000000000016 -0.0085699999999999995 0.079440000000000024 0.054415000000000012 0.088065000000000018 -0.18713499999999997 -0.33811499999999994 -0.087699999999999986 -0.081829999999999986 -0.079149999999999984 0.10934000000000001 0.067305000000000018 -0.10337499999999998 -0.027829999999999997 -0.084674999999999986 -0.083039999999999989 0.092450000000000018 -0.083144999999999983 0.090165000000000009 -0.076004999999999975 -0.081029999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 11 -1 16 6 13 8 9 -6 -2 25 15 14 -5 -10 28 19 22 20 -8 -22 -19 -24 -14 -3 -27 -28 -4
right_child=1 2 4 5 7 -7 17 -9 12 -11 -12 -13 24 -15 -16 -17 -18 18 -20 -21 21 -23 23 -25 -26 26 27 -29 -30
leaf_value=-0.0062545326925323927 0.013207035748675468 0.01451743442450526 0.0017536167410008377 0.0080574648175355448 0.0094614069049280634 0.016322430675047406 0.019839476107851681 0.00072467530039314301 0.01685354653445794 0.022296518738098028 0.027097298912905431 0.018772523685053208 -0.0027981317770562129 -0.0094433761649704764 -0.0064033396587604751 0.004775690858693637 -0.0049203243435215829 0.011525074227170234 -0.0103808574835764 -0.0019096012020681154 -0.0016784635259563616 0.0087523486767117874 0.002423804307762283 0.0066522230013093741 0.0059954755571017529 0.014401986599397917 0.0016588863216827896 0.010239743185160159 0.0082700498380784207
leaf_weight=53 54 75 63 71 80 55 65 88 63 57 52 87 56 55 55 63 78 87 52 53 60 622 224 430 64 56 73 55 53
leaf_count=53 54 75 63 71 80 55 65 88 63 57 52 87 56 55 55 63 78 87 52 53 60 622 224 430 64 56 73 55 53
internal_value=0 0.00913416 0.00798915 0.00566665 0.00579734 0.00601308 0.00569244 0.00783106 0.00945917 0.0148147 0.0200381 0.0121965 0.00646932 -0.00165464 0.00173095 0.0108289 0.000850542 0.00652836 0.00487776 0.00816227 0.00887928 0.00783205 0.00595096 0.0052067 0.00187682 0.00998067 0.00812168 0.00536001 0.00474644
internal_weight=0 1117 1011 1882 665 1829 1774 471 383 137 106 346 246 181 126 126 194 1593 793 800 747 682 741 654 120 259 184 128 116
internal_count=2999 1117 1011 1882 665 1829 1774 471 383 137 106 346 246 181 126 126 194 1593 793 800 747 682 741 654 120 259 184 128 116
is_linear=0
shrinkage=0.16829


Tree=6042
num_leaves=26
num_cat=0
split_feature=4 4 483 15 0 4 0 4 3 0 43 1428 157 4 52 159 159 157 148 52 15 0 0 3 43
split_gain=0.231538 0.19529 0.277864 0.166866 0.229232 0.316645 0.173954 0.183349 0.268343 0.159353 0.149354 0.138397 0.193535 0.22863 0.216684 0.264142 0.20498 0.140419 0.136384 0.126678 0.111917 0.108522 0.153549 0.0731652 0.067364
threshold=0.31392000000000003 0.50609000000000004 0.084885000000000016 0.084985000000000019 -0.13165999999999997 -0.045759999999999988 -0.087184999999999985 -0.081664999999999988 -0.08916499999999998 -0.10185499999999999 -0.051239999999999987 0.091535000000000019 -0.065824999999999981 -0.0026499999999999996 0.51388500000000004 -0.094489999999999977 0.087930000000000022 -0.08577499999999999 -0.0084749999999999982 0.086555000000000007 0.084100000000000022 -0.071749999999999994 -0.076384999999999995 -0.08620499999999999 -0.13800999999999999
decision_type=2 2 2 2 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 10 11 -5 6 -6 8 24 -2 -3 12 13 16 15 -14 17 23 -17 -10 -20 22 -9 -1 -8
right_child=1 2 -4 4 5 -7 7 21 19 -11 -12 -13 14 -15 -16 18 -18 -19 20 -21 -22 -23 -24 -25 -26
leaf_value=0.0063153940976479802 0.0013318238363850062 0.002962984066756367 -0.004835299894123412 0.018359040017468551 0.016997505272129104 -0.0049610675821966359 0.014363471812759737 0.010337251896135017 0.0036129544088454265 -0.0098464023201916048 0.014919404482989696 0.013861175640951757 0.017734574826204157 -0.0087698024399082957 -0.0044494954414282554 0.013904793531343603 -0.0050975902240468478 0.010621012393237617 0.0060036219766557803 -0.0062014188579240662 5.6678573066036162e-05 0.014502760209516163 0.0021524439980153986 -0.0017899188200154663 0.0059827531096543467
leaf_weight=60 98 52 52 59 61 54 58 254 89 57 70 53 56 52 54 58 63 96 1131 64 98 103 88 66 53
leaf_count=60 98 52 52 59 61 54 58 254 89 57 70 53 56 52 54 58 63 96 1131 64 98 103 88 66 53
internal_value=0 0.00156921 0.00544252 0.00630826 0.00820477 0.00747552 0.00835003 0.00760349 0.00407813 -0.00276729 0.00983795 0.00537015 0.00510958 0.0014826 0.00598324 0.00640406 0.00335951 0.0057676 0.00590965 -0.000480662 0.00553088 0.00969091 0.00823647 0.0020555 0.0103781
internal_weight=0 329 174 2670 883 824 770 709 264 155 122 1787 1734 337 1397 1343 285 222 1287 153 1229 445 342 126 111
internal_count=2999 329 174 2670 883 824 770 709 264 155 122 1787 1734 337 1397 1343 285 222 1287 153 1229 445 342 126 111
is_linear=0
shrinkage=0.16829


Tree=6043
num_leaves=15
num_cat=0
split_feature=149 1375 14 16 43 49 1 49 52 16 52 12 39 1
split_gain=0.247138 0.242228 0.256064 0.26289 0.30148 0.277643 0.383343 0.180672 0.206653 0.384111 0.217531 0.116677 0.0821406 0.0392012
threshold=0.079475000000000004 -0.10702499999999998 0.064610000000000015 -0.4193599999999999 -0.50360999999999989 -0.050619999999999991 0.11392000000000001 -0.084784999999999985 -0.015539999999999998 0.062910000000000008 -0.092399999999999982 0.080635000000000012 0.085355000000000014 0.10054
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 13 11 10 -10 -9 -6 -8 -7
right_child=-2 2 -4 4 7 6 12 8 9 -11 -12 -13 -14 -15
leaf_value=-0.0056645118046662344 0.014054539723692265 -0.011050490199740026 0.013585185119473382 -0.0074771122109582033 0.017528551587274139 0.0062845970578330477 -0.0085519781660656474 0.0051318857944185371 0.0055492147577625188 0.016972321984122005 -0.00032737340782621962 0.0063913840194647622 0.00024329102265373037 0.012596536675402874
leaf_weight=64 80 55 91 53 55 64 64 518 1362 89 343 53 56 52
leaf_count=64 80 55 91 53 55 64 64 518 1362 89 343 53 56 52
internal_value=0 0.00456183 0.0047917 0.00450154 0.00506458 -0.000277155 0.00222597 0.00534 0.00502439 0.00625111 0.00295497 0.0120797 -0.00443255 0.00912958
internal_weight=0 2919 2855 2764 2473 291 236 2420 2312 1451 861 108 120 116
internal_count=2999 2919 2855 2764 2473 291 236 2420 2312 1451 861 108 120 116
is_linear=0
shrinkage=0.16829


Tree=6044
num_leaves=32
num_cat=0
split_feature=1 1 16 15 1 3 16 15 1 151 3 43 3 15 49 3 49 3 123 480 3 1204 15 1209 16 16 3 159 43 52 1
split_gain=19.6504 3.90324 1.99856 1.49412 1.57993 1.25037 1.11773 1.05572 0.532315 0.520443 0.703044 0.507538 0.572042 0.475984 0.407288 0.425329 0.25509 0.622689 0.19305 0.189678 0.178901 0.153621 0.146423 0.113457 0.123842 0.108097 0.0980343 0.0977663 0.0969754 0.104172 0.0263839
threshold=0.10661000000000002 0.12419000000000001 0.12992000000000004 1.0000000180025095e-35 0.092395000000000019 -0.14884499999999998 0.12992000000000004 -0.18498499999999998 0.13654500000000003 -0.083294999999999994 -0.115685 -0.062434999999999997 0.110335 0.10028500000000001 0.11707000000000002 0.091085000000000013 -0.050619999999999991 -0.051469999999999995 0.081180000000000016 0.090725000000000014 -0.0024599999999999995 -0.0034549999999999993 0.13248000000000001 -0.077039999999999983 -0.095264999999999989 -0.083144999999999983 -0.082439999999999986 -1.0000000180025095e-35 -0.08595499999999999 -0.016329999999999997 0.14195000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 9 -5 16 20 -9 28 -11 18 -13 21 15 19 -6 -18 -2 -12 -3 25 27 -23 -25 -7 -26 -15 -1 -30 -22
right_child=1 7 -4 5 6 13 -8 8 -10 10 14 12 -14 22 -16 -17 17 -19 -20 -21 30 23 -24 24 26 -27 -28 -29 29 -31 -32
leaf_value=0.0017627763431878993 0.00092112547291439478 0.00054897847367390011 0.0015466430836422623 0.0020476877027641553 0.00085655974651795651 0.0018428202450594966 0.0015628773073900263 0.0010155381432235618 0.00057913539000154716 0.0011324766621920777 0.0015514948567018193 0.0012550761874275884 0.0008452039859037974 0.0015765773819726504 0.0012433831314635267 0.0012477631964114442 0.0014072943563581033 0.00091655093840998288 0.00063975679806120643 0.0013422357589913591 0.00036844655888228927 0.0014560441725662719 0.0012862708047931698 0.0014847906518410654 0.0015942049274783752 0.0016318782559686957 0.0016925838243605103 0.0014116017390429579 0.001529746431687773 0.0017175325141195533 0.00025986325584912014
leaf_weight=59 55 55 82 67 52 56 65 63 60 67 614 87 66 84 70 63 52 63 54 54 53 60 52 77 314 61 200 88 99 55 52
leaf_count=59 55 55 82 67 52 56 65 63 60 67 614 87 66 84 70 63 52 63 54 54 53 60 52 77 314 61 200 88 99 55 52
internal_value=0 0.000860107 0.00109636 0.00151711 0.00144248 0.00160962 0.00119464 0.0005728 0.000802945 0.00149563 0.0014594 0.000955304 0.0010785 0.00157999 0.0014867 0.00150996 0.0010511 0.00113876 0.000782055 0.00153463 0.000395655 0.00161941 0.00144469 0.00159892 0.00161336 0.00173314 0.00163255 0.00149238 0.00164311 0.00159704 0.000315007
internal_weight=0 627 344 2372 1313 1059 232 283 123 1081 868 262 153 992 801 731 167 115 109 668 160 768 224 651 591 117 514 172 213 154 105
internal_count=2999 627 344 2372 1313 1059 232 283 123 1081 868 262 153 992 801 731 167 115 109 668 160 768 224 651 591 117 514 172 213 154 105
is_linear=0
shrinkage=0.0032998


Tree=6045
num_leaves=23
num_cat=0
split_feature=4 2 12 1 3 1 12 457 0 2 1 4 15 4 1 133 12 0 3 155 3 4
split_gain=14.4937 4.64306 2.6821 1.56738 1.25211 1.0091 0.795377 0.591146 0.498469 0.486061 0.403525 0.402112 0.400546 0.383224 0.38261 0.293954 0.268882 0.255425 0.429172 0.317315 0.320121 0.257085
threshold=0.27998000000000006 0.14132000000000003 -1.0000000180025095e-35 0.12000500000000001 0.11269500000000002 0.088035000000000016 0.090285000000000018 0.067035000000000011 -0.14164999999999997 0.08784500000000002 0.081720000000000015 0.41823000000000005 -0.070009999999999975 0.054720000000000012 0.14754500000000001 0.08457000000000002 -0.071274999999999991 -0.072924999999999976 -0.115685 0.092900000000000024 -0.091364999999999988 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 5 11 6 -1 7 8 10 -9 -4 -2 15 -10 16 -7 -5 18 -8 20 -19 -20
right_child=3 -3 4 14 -6 12 17 9 13 -11 -12 -13 -14 -15 -16 -17 -18 19 21 -21 -22 -23
leaf_value=0.0012900594207950942 0.00061823450243484628 0.00055227044632175711 0.0018515316313430369 0.00058248578212890146 0.00095274616659313618 0.00113382230390676 0.0016201081338976153 0.0013999462618880555 0.0014354286772255082 0.00095147671002060062 0.0014569424922287379 0.00097867526578641808 0.00061234562503745238 0.0011892812223752321 0.00011744792987455732 0.00077928112324973783 0.00028132609248473735 0.00093696655368060919 0.0013429686551237998 0.0013959038164605819 0.0012236608509579973 0.0011520729609274618
leaf_weight=79 62 90 56 73 84 52 54 55 978 52 60 76 58 76 54 52 59 53 436 93 240 97
leaf_count=79 62 90 56 73 84 52 54 55 978 52 60 76 58 76 54 52 59 53 436 93 240 97
internal_value=0 0.00128968 0.00131544 0.000550348 0.0013497 0.000983476 0.0013645 0.00141894 0.00144055 0.00118233 0.00164774 0.000816993 0.000833752 0.00141771 0.000352324 0.00095689 0.000448143 0.00129302 0.00133704 0.00122598 0.00117192 0.00130829
internal_weight=0 2665 2575 324 2334 241 2250 1277 1170 107 116 138 162 1054 186 104 132 973 587 386 293 533
internal_count=2989 2665 2575 324 2334 241 2250 1277 1170 107 116 138 162 1054 186 104 132 973 587 386 293 533
is_linear=0
shrinkage=0.0032998


Tree=6046
num_leaves=23
num_cat=0
split_feature=44 10 12 52 1 1 0 13 12 52 12 2 1208 124 52 52 0 52 51 13 13 0
split_gain=0.594632 0.364341 0.21736 0.458175 0.206103 0.299847 0.219842 0.230209 0.196228 0.194022 0.156441 0.176166 0.149808 0.13822 0.117938 0.13437 0.26724 0.232156 0.109691 0.154944 0.0942681 0.19223
threshold=0.081710000000000019 -0.089679999999999982 0.083885000000000015 0.11873500000000001 0.083065000000000014 0.11215000000000001 -0.086274999999999977 -0.085744999999999988 0.087915000000000007 -0.06860999999999999 -0.042789999999999988 0.096435000000000007 0.10233500000000001 -0.059944999999999991 0.51348500000000008 -0.072144999999999987 -0.085349999999999995 -0.0078749999999999983 -0.085384999999999989 -0.0076349999999999986 -0.094359999999999986 -0.091399999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 10 7 -3 18 -7 -6 -12 14 -11 15 16 -10 -17 -4 20 -20 -22
right_child=-2 2 8 -5 5 9 -8 -9 12 13 11 -13 -14 -15 -16 17 -18 -19 19 -21 21 -23
leaf_value=-0.0054328696312633748 0.023379703692726787 0.0063851755566227634 0.016748107784130085 -0.0078860026086448702 0.0051888197298031753 -0.00085281853277340632 0.0025378523059537764 0.019798430768383574 0.01875679118622858 0.017816243606500921 -0.0074984739480526549 0.0022820400255070053 0.01458615454041921 0.0072867835056415102 0.011856973091355203 -0.005023079124034247 0.0057513265807059965 0.0047282722054756508 0.013789484121285646 0.01497255256245582 -0.0030367569743360327 0.0078727338518038981
leaf_weight=83 54 73 52 88 100 53 91 73 54 54 111 98 52 105 75 75 267 862 58 92 52 367
leaf_count=83 54 73 52 88 100 53 91 73 54 54 111 98 52 105 75 75 267 862 58 92 52 367
internal_value=0 0.00554706 0.00586723 0.00360041 0.0049363 0.00305946 0.0090546 0.0131041 0.00682233 0.00793392 -0.000279015 -0.0029038 0.00570444 0.0108741 0.00535662 0.00496765 0.00794476 0.00394583 0.00931263 0.00862995 0.00740288 0.00651452
internal_weight=0 2935 2852 846 758 521 237 146 2006 212 309 209 1385 159 1333 1258 321 937 621 569 477 419
internal_count=2989 2935 2852 846 758 521 237 146 2006 212 309 209 1385 159 1333 1258 321 937 621 569 477 419
is_linear=0
shrinkage=0.16829


Tree=6047
num_leaves=12
num_cat=0
split_feature=45 3 151 49 34 151 160 483 3 3 151
split_gain=0.425163 0.248788 0.245672 0.193224 0.194981 0.219777 0.185128 0.348986 0.188086 0.179024 0.106246
threshold=0.08179500000000002 0.3148450000000001 -0.089594999999999994 0.119245 -0.085009999999999988 -0.086654999999999982 -0.12602499999999997 0.075345000000000009 0.093925000000000022 -0.037084999999999993 -0.29526499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -4 -6 7 -7 -8 10 -1
right_child=-2 -3 3 -5 5 6 8 -9 -10 -11 -12
leaf_value=0.013241350752980857 0.019690382213165446 -0.0045179618879951028 -0.0050094606443351385 -0.0033448231970024389 -0.0055760284816274343 0.0041486065425150468 0.006174130066555714 -0.0099758307187730565 0.00024893329238645571 0.01818706827274735 0.0035848562033800775
leaf_weight=52 54 82 57 87 55 246 1981 62 165 61 87
leaf_count=52 54 82 57 87 55 246 1981 62 165 61 87
internal_value=0 0.00460996 0.00487294 0.004443 0.00470774 0.00492921 0.00516539 0.00129954 0.0057194 0.0105672 0.00721028
internal_weight=0 2935 2853 2653 2566 2509 2454 308 2146 200 139
internal_count=2989 2935 2853 2653 2566 2509 2454 308 2146 200 139
is_linear=0
shrinkage=0.16829


Tree=6048
num_leaves=37
num_cat=0
split_feature=1 1 2 12 1 4 4 2 4 39 12 12 4 151 4 12 1 2 2 1212 12 12 159 12 475 12 4 12 51 2 4 130 130 1 4 4
split_gain=14.4797 2.81938 1.82368 1.4058 0.83738 0.671527 0.588984 0.537096 0.502649 0.44789 0.434976 0.391442 0.35385 0.336998 0.473145 0.285615 0.305532 0.228897 0.270845 0.369845 0.272651 0.228073 0.210735 0.200059 0.242549 0.196575 0.166665 0.211112 0.147151 0.142928 0.133457 0.133014 0.128217 0.0696155 0.104164 0.0384802
threshold=0.10378000000000001 0.12500000000000003 0.097005000000000022 0.085075000000000026 0.087055000000000007 0.061295000000000009 0.0067750000000000006 0.17990500000000001 -0.085594999999999991 0.082765000000000019 -0.042789999999999988 0.11928500000000002 0.11023000000000001 -0.080329999999999985 0.046185000000000004 0.085685000000000025 0.076160000000000019 0.076510000000000009 0.088555000000000009 0.087685000000000013 0.081080000000000013 0.084805000000000005 0.082975000000000007 0.10793500000000002 -0.0052149999999999992 -0.087789999999999993 0.043640000000000005 0.086965000000000015 -0.057604999999999996 0.10202000000000001 -0.081204999999999986 0.083130000000000009 -0.0087099999999999973 0.092485000000000026 -0.074254999999999988 -0.068809999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 8 28 21 10 15 11 25 22 -12 -2 -15 16 -1 -10 19 20 -19 -6 23 24 -4 -3 27 -20 -5 -26 -23 32 -17 34 -32 -35
right_child=1 7 9 5 6 -7 -8 -9 17 -11 12 -13 -14 14 -16 31 -18 18 26 -21 -22 30 -24 -25 29 -27 -28 -29 -30 -31 33 -33 -34 35 -36 -37
leaf_value=0.0014359742233292798 0.00090189901940382995 0.00051231886382399519 0.0012869725926067303 0.0011370615688029114 0.0010618202865065969 0.00084122094380505576 0.00084534131165065602 0.00014802224840620613 0.0011050438661081067 0.00079002219004407328 0.00085484046858632994 0.00086070173354529694 0.00047994415910245094 0.00040382169869746979 0.00077402989648770587 0.0014251859307638506 0.0017657473202081198 0.0016304610439306249 0.0014595937362400196 0.0011328258626886693 0.0013734417204351822 0.001394720667534435 0.001322344401672438 0.0012956881357728332 0.00091126590631363392 0.0002389670617623222 0.0011071277071767764 0.0012470537141756528 0.0013886249125686834 0.0010895134970335149 0.0012714290872501499 0.0015086825890828807 0.0011954488205633464 0.001213645708597445 0.0010745200164193934 0.001341211923896088
leaf_weight=71 69 58 52 52 81 66 52 53 59 53 55 60 56 64 93 54 57 52 65 65 434 68 66 58 74 58 71 284 55 167 59 56 59 58 67 68
leaf_count=71 69 58 52 52 81 66 52 53 59 53 55 60 56 64 93 54 57 52 65 65 434 68 66 58 74 58 71 284 55 167 59 56 59 58 67 68
internal_value=0 0.000702132 0.00125041 0.000880348 0.0013011 0.00110458 0.00117797 0.000448049 0.0013431 0.0010801 0.000517944 0.00111226 0.000666021 0.000708544 0.000623341 0.00146371 0.0015831 0.00130829 0.00132061 0.00136944 0.00140101 0.00122101 0.00114837 0.00111556 0.00107978 0.000375947 0.00125646 0.00128674 0.0012667 0.00103493 0.0012612 0.00137307 0.00130555 0.00122503 0.001167 0.00128277
internal_weight=0 679 2310 399 1780 173 453 280 1327 530 227 477 111 226 157 297 128 1030 971 551 486 401 417 351 293 116 420 349 107 241 320 169 113 252 126 126
internal_count=2989 679 2310 399 1780 173 453 280 1327 530 227 477 111 226 157 297 128 1030 971 551 486 401 417 351 293 116 420 349 107 241 320 169 113 252 126 126
is_linear=0
shrinkage=0.0032998


Tree=6049
num_leaves=32
num_cat=0
split_feature=1 52 3 13 52 3 15 1 150 13 14 3 52 159 13 150 14 133 13 52 15 483 15 42 42 403 42 3 133 42 1
split_gain=19.9528 3.49984 2.39636 2.11091 1.54487 0.917626 0.71386 0.681147 0.524602 0.462206 0.435464 1.35483 0.569239 0.40749 0.764957 0.326918 0.305604 0.302292 0.752957 0.267859 0.297042 0.238899 0.22156 0.181847 0.241737 0.266233 0.160636 0.130462 0.0695688 0.13645 0.0657781
threshold=0.10398500000000001 -0.41694999999999993 0.28833000000000003 -0.47365999999999991 0.13675000000000001 -0.072649999999999978 -0.21242999999999998 0.10877000000000002 1.0000000180025095e-35 -0.019539999999999998 0.077140000000000014 -0.12077499999999998 -0.092084999999999986 1.0000000180025095e-35 -1.0000000180025095e-35 0.085360000000000005 -0.22654999999999997 0.0029250000000000005 -0.039559999999999991 -0.037619999999999994 0.062230000000000008 0.088030000000000011 -0.097794999999999979 0.091330000000000008 0.083725000000000008 0.028520000000000004 0.088630000000000014 -0.086064999999999989 -1.0000000180025095e-35 0.11517500000000001 0.13472500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 10 16 -8 9 -9 11 12 -1 15 -15 17 -3 19 -19 -7 22 23 -21 24 25 -13 -23 -26 -25 -30 -18
right_child=1 2 3 -5 -6 13 7 8 -10 -11 -12 21 -14 14 -16 -17 30 18 -20 20 -22 26 -24 28 27 -27 -28 -29 29 -31 -32
leaf_value=0.0013078003395588463 0.0013754552897948915 0.00065604171104836949 0.00065069712800327572 -0.00021903058856204553 0.0011444832417058981 0.0014584847102016916 0.00045019542229784526 0.0011820247148513268 0.00060056555429101191 0.0007606346528301189 0.0016189140842037943 0.0013378559769623097 0.00088609353189667873 0.0011080984057481541 0.0016617673218303462 0.00091491043294347177 0.00026566424859496664 0.001274344350930285 0.00076645110033854988 0.0012558704700886391 0.0014090548819086434 0.0011553409097744337 0.00098108483462360277 0.0014207951719265506 0.0015798224523461146 0.0015138608368438521 0.0013936586297098399 0.0014421012559323227 0.0012146733011695137 0.001389106725910133 0.00043286718069126688
leaf_weight=58 71 54 57 65 74 61 66 59 63 56 72 516 90 54 56 52 53 79 54 65 55 83 67 62 100 119 53 409 124 89 53
leaf_count=58 71 54 57 65 74 61 66 59 63 56 72 516 90 54 56 52 53 79 54 65 55 83 67 62 100 119 53 409 124 89 53
internal_value=0 0.000682289 0.000600205 0.000187029 0.000705586 0.00132856 0.000625107 0.000737661 0.000844051 0.000977132 0.00136503 0.00135428 0.0010516 0.00120929 0.00139029 0.00116323 0.000453243 0.00119703 0.0010684 0.00126587 0.00120285 0.00138306 0.00111666 0.00139594 0.00141468 0.0013709 0.00124847 0.00146923 0.00131785 0.00128772 0.000349598
internal_weight=0 671 600 122 478 2318 404 244 178 115 1775 1703 148 543 110 433 160 381 133 248 187 1555 132 1419 1144 635 136 509 275 213 106
internal_count=2989 671 600 122 478 2318 404 244 178 115 1775 1703 148 543 110 433 160 381 133 248 187 1555 132 1419 1144 635 136 509 275 213 106
is_linear=0
shrinkage=0.0032998


Tree=6050
num_leaves=34
num_cat=0
split_feature=1 52 10 1 4 52 39 49 4 4 49 151 42 1 13 160 51 4 158 1 4 402 13 1 481 42 13 13 1213 42 52 52 13
split_gain=23.1293 3.18351 2.14092 1.83216 1.47508 1.41501 1.34433 0.848409 0.553185 0.539996 0.490942 0.484426 0.477107 0.377556 0.306573 0.598777 0.344645 0.397729 0.41321 0.286557 0.271552 0.262076 0.24841 0.233544 0.216588 0.195754 0.165802 0.154062 0.156782 0.163072 0.129949 0.0773545 0.0258136
threshold=0.10398500000000001 -0.52575499999999986 -0.16491499999999995 0.090820000000000012 0.48395000000000005 -0.020789999999999996 0.055555000000000007 -1.0000000180025095e-35 -0.17006499999999999 -0.0073499999999999998 0.11308500000000002 -0.063719999999999985 1.0000000180025095e-35 0.13130500000000003 -0.085349999999999995 -0.012019999999999998 0.11178000000000002 0.0049450000000000006 0.078875000000000015 0.12061000000000001 -0.049994999999999991 0.09253500000000002 0.053700000000000005 0.095640000000000017 -0.0085599999999999982 -0.015084999999999998 -0.049464999999999988 -0.13226499999999999 -0.097649999999999987 0.088485000000000022 -0.15201999999999996 -0.0088649999999999996 -0.074349999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 8 -4 -5 -7 14 -11 23 -6 15 24 17 21 26 -13 -14 22 -16 -10 -1 -23 -19 -17 -29 -30 -12 -26 -15
right_child=1 2 4 6 13 9 -8 -9 12 11 30 19 20 32 16 27 -18 18 -20 -21 -22 25 -24 -25 31 -27 -28 28 29 -31 -32 -33 -34
leaf_value=0.0018887296845166708 0.0015385531854063433 7.1839569296582723e-05 0.00038455798027267271 0.0016281842700290961 0.00067984775197107885 0.0013106168887792981 0.00076177684308645279 0.00086630915420683339 0.0012441212916497102 0.0006998950070420015 0.0013840356376451206 0.0012175846473546474 0.0012585917192162882 0.00042417937429728962 0.0015202717436069815 0.001321529154638742 0.0012704011577571105 0.0010943194578255603 0.0015723425484195526 0.00088145605571299257 0.0015518538460788463 0.0015294775515322817 0.0013632037953152901 0.00093405424450990909 0.0017405138629461062 0.0018194731434881648 0.0013458864572299832 0.0013660784439638398 0.0015051999952167053 0.0017223451650238918 0.001154531450177663 0.0015557842361327387 0.00031549046312915658
leaf_weight=63 52 56 81 53 74 56 56 79 54 62 62 62 87 52 794 54 85 54 60 52 60 54 133 55 52 53 67 58 140 56 53 61 52
leaf_count=63 52 56 81 53 74 56 56 79 54 62 62 62 87 52 794 54 85 54 60 52 60 54 133 55 52 53 67 58 140 56 53 61 52
internal_value=0 0.000753471 0.0006882 0.00144836 0.000748693 0.000861933 0.00123368 0.000622643 0.00131909 0.00102681 0.0014896 0.000936306 0.00125496 0.000499113 0.00150319 0.00157518 0.00147636 0.00149074 0.00134629 0.00106457 0.00137853 0.00151599 0.00149777 0.00108799 0.00172994 0.00167345 0.00123391 0.00148662 0.00152158 0.00156742 0.00127857 0.0016411 0.000370174
internal_weight=0 678 626 2264 570 392 365 160 309 232 1899 176 256 178 1784 484 1300 1215 181 114 147 1034 927 109 176 107 121 308 254 196 115 113 104
internal_count=2942 678 626 2264 570 392 365 160 309 232 1899 176 256 178 1784 484 1300 1215 181 114 147 1034 927 109 176 107 121 308 254 196 115 113 104
is_linear=0
shrinkage=0.0032998


Tree=6051
num_leaves=31
num_cat=0
split_feature=1 1 148 11 3 15 3 3 133 1 133 16 43 3 3 52 11 51 49 1213 13 133 394 52 132 133 13 49 15 42
split_gain=0.609381 0.393031 0.261992 0.253568 0.180803 0.230641 0.269084 0.208487 0.293337 0.271187 0.266676 0.260303 0.176022 0.224516 0.191692 0.190675 0.153685 0.145406 0.13338 0.151121 0.145843 0.125221 0.187496 0.186328 0.119324 0.13701 0.103183 0.178666 0.124206 0.0339549
threshold=0.091395000000000018 0.15390500000000004 -1.0000000180025095e-35 0.078340000000000007 0.086845000000000019 -0.24511999999999998 0.13772500000000001 -0.014924999999999999 -0.0063799999999999994 0.094935000000000005 0.087485000000000021 -0.055004999999999991 -0.081354999999999983 -0.082504999999999981 -0.087604999999999975 -0.057374999999999995 0.093525000000000011 -0.08563999999999998 -0.062709999999999974 0.023610000000000003 -0.085539999999999991 0.11192500000000001 -0.00099499999999999979 1.0000000180025095e-35 -0.0063199999999999992 -0.0052199999999999989 0.069860000000000019 -0.008964999999999999 -0.048464999999999994 -0.015084999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 -7 8 -4 -10 11 -9 13 17 24 -15 -11 -1 -16 21 -21 22 -20 -23 -14 -26 27 -19 -29 -22
right_child=1 -3 4 -5 5 6 -8 10 9 16 -12 -13 14 15 18 -17 -18 26 19 20 29 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0010484378683936421 -0.0048843870283368342 -0.010998002043288862 -0.0042576090303771711 -0.0016460318621354178 0.018051492763093552 0.01371329496174351 -0.0010793729306379242 0.011138501792135051 -0.0032933285306888803 0.010012761132641448 -0.011902267271375883 -0.0056090874867563293 0.0049600369829045643 0.023971796630657443 0.014086357617407603 0.011567036635852455 0.00073212074663619141 0.0059299242952140854 0.013408358890461634 0.017355669532261982 0.0098775502894895405 0.016993290322660545 0.003043045252938764 0.0045359335265414873 0.018808782394998481 0.0088302889632249117 0.0054947119903904201 0.0080090019103568558 0.017496668176221211 0.0042346087397350466
leaf_weight=58 90 54 82 73 58 62 79 53 65 307 52 52 53 59 60 89 61 100 54 57 61 56 602 88 86 73 103 56 136 63
leaf_count=58 90 54 82 73 58 62 79 53 65 307 52 52 53 59 60 89 61 100 54 57 61 56 602 88 86 73 103 56 136 63
internal_value=0 0.00296374 0.00375015 0.00806215 0.00464441 0.00910523 0.00541246 0.00332075 0.00495843 0.00670788 -0.00203981 0.00282735 0.00844537 0.0108193 0.00730529 0.0165243 0.00847928 0.00895142 0.00636224 0.00588799 0.0102883 0.00489018 0.00389903 0.00939294 0.0119276 0.0142388 0.0101073 0.0117282 0.0147388 0.00702506
internal_weight=0 1015 961 1927 871 199 141 672 515 433 157 105 1854 601 1253 148 368 453 1041 981 181 800 656 144 212 159 395 292 192 124
internal_count=2942 1015 961 1927 871 199 141 672 515 433 157 105 1854 601 1253 148 368 453 1041 981 181 800 656 144 212 159 395 292 192 124
is_linear=0
shrinkage=0.16829


Tree=6052
num_leaves=23
num_cat=0
split_feature=15 2 2 2 2 49 49 51 14 2 51 51 151 49 1447 2 51 15 2 2 15 2
split_gain=7.26249 4.41596 1.84076 1.30339 1.02669 0.993096 0.939187 0.905245 0.748575 0.559989 0.46086 0.436167 0.332984 0.3205 0.228574 0.248927 0.219121 0.186808 0.153707 0.293665 0.0760245 0.0606673
threshold=-0.26361999999999991 0.11231500000000001 -0.007134999999999999 0.15806500000000004 0.097005000000000022 -0.042254999999999994 -0.0087399999999999995 -0.025879999999999997 -0.45687499999999998 0.12681500000000004 0.024640000000000006 -0.2661949999999999 -0.03268999999999999 -0.085999999999999979 -0.086254999999999984 0.093320000000000014 -0.0010099999999999998 -0.065419999999999992 0.13388500000000003 0.11741500000000001 0.093185000000000004 0.10615500000000001
decision_type=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 7 11 -6 -2 17 -1 -10 16 -4 -9 -13 -15 -16 21 -3 19 -14 -18 -7
right_child=1 3 4 -5 5 10 -8 12 9 -11 -12 13 18 14 15 -17 20 -19 -20 -21 -22 -23
leaf_value=0.00076602230905495707 0.0004069624893362341 0.0011869309111197047 0.00087085383286800177 0.00026586287636241038 0.00060910282156933083 0.001202925513436469 0.00097000882724876955 0.0004582949477162625 0.00048670549163440499 9.8724976087161346e-05 0.0013146143779965056 0.0013772714662397749 0.00066335687083447846 0.0013406925645937028 0.0011703229630439134 0.0010133382971289561 0.00087983435340736437 0.00091902077922292587 0.00061497179199687972 0.0010060280474472583 0.0010357767218207397 0.0010366113552013349
leaf_weight=57 56 55 53 56 65 52 77 54 99 69 62 85 57 81 1436 123 125 63 56 54 52 55
leaf_count=57 56 55 53 56 65 52 77 54 99 69 62 85 57 81 1436 123 125 63 56 54 52 55
internal_value=0 0.00105598 0.00111087 0.000733171 0.00113381 0.000984621 0.000733202 0.000810262 0.000438798 0.000327566 0.00105506 0.00116827 0.000685199 0.00117739 0.00116701 0.00115796 0.000998279 0.00104419 0.000758358 0.000830379 0.000925847 0.00111777
internal_weight=0 2717 2322 395 2189 411 133 339 225 168 346 1778 221 1725 1640 1559 284 118 167 111 177 107
internal_count=2942 2717 2322 395 2189 411 133 339 225 168 346 1778 221 1725 1640 1559 284 118 167 111 177 107
is_linear=0
shrinkage=0.0032998


Tree=6053
num_leaves=22
num_cat=0
split_feature=15 14 16 2 402 483 2 15 12 41 14 42 16 49 0 0 42 42 474 42 160
split_gain=0.316675 0.29656 0.478004 0.241362 0.376107 0.317426 0.243227 0.23474 0.562502 0.217987 0.216912 0.163649 0.229153 0.395658 0.37429 0.129282 0.143985 0.192574 0.156108 0.0531963 0.0129167
threshold=-0.26361999999999991 -0.45687499999999998 -0.4136149999999999 0.092155000000000015 0.088470000000000007 0.10510500000000002 -0.10238999999999998 -0.095814999999999997 0.080020000000000022 0.078150000000000011 0.05884000000000001 -0.11272999999999998 -0.20132999999999998 -0.032374999999999994 -0.14720499999999997 -0.10998999999999999 0.085345000000000018 0.087120000000000017 0.083685000000000023 0.086375000000000021 -0.018374999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 19 6 5 9 -2 8 -8 11 15 -5 13 -13 -14 -9 18 -18 -17 -3 -10
right_child=3 2 -4 4 -6 -7 7 10 20 -11 -12 12 14 -15 -16 16 17 -19 -20 -21 -22
leaf_value=0.010402138762684213 -0.0032667288020260606 0.0059731014032325027 -0.016692854186173483 0.012406276541257796 0.016445515295422479 0.015533257181403536 0.028410626320336366 0 0.0057057924311332041 -0.0077843281508963059 -0.0030611200176712075 -0.00064736005974639656 -0.011690899092390093 0.016908662354426344 0.0027042230291459491 0.008600334390888368 -0.00079799693861559717 0.0074720282414862914 0.015190236611743792 -0.0012857176316352318 0.0092733138940606311
leaf_weight=57 55 60 54 54 69 59 53 58 56 52 54 67 56 79 588 619 94 512 123 54 69
leaf_count=57 55 60 54 54 69 59 53 58 56 52 54 67 56 79 588 619 94 512 123 54 69
internal_value=0 -7.88369e-05 -0.00364558 0.00648306 0.00443941 0.00357007 0.00771808 0.00808802 0.0138693 0.00278031 0.00738194 0.00343334 0.00281773 0.00883983 0.00144968 0.00778431 0.00811904 0.00618625 0.00969515 0.00251895 0.00768944
internal_weight=0 225 168 2717 1024 955 1693 1638 178 896 1460 844 790 146 644 1406 1348 606 742 114 125
internal_count=2942 225 168 2717 1024 955 1693 1638 178 896 1460 844 790 146 644 1406 1348 606 742 114 125
is_linear=0
shrinkage=0.16829


Tree=6054
num_leaves=28
num_cat=0
split_feature=4 12 2 43 2 4 0 15 150 12 2 2 0 4 0 4 12 475 4 484 50 457 484 0 43 15 2
split_gain=21.5637 7.53582 2.87033 2.62887 1.78409 1.29362 0.967963 0.93418 0.930876 0.90497 0.657817 0.588401 0.829412 0.525571 0.550736 0.467028 0.36937 0.335657 0.281155 0.266635 0.262265 0.304191 0.486537 0.195535 0.151768 0.124904 0.0520355
threshold=0.31392000000000003 0.056995000000000011 0.10433000000000002 -0.069434999999999983 0.13154000000000002 -0.22295999999999996 -0.10594499999999998 -0.41725999999999991 0.082965000000000025 0.088365000000000013 -0.0050599999999999994 0.089945000000000011 -0.13843999999999998 0.032770000000000001 -0.097424999999999984 -0.15283499999999997 0.10227500000000002 -0.085684999999999997 0.51395000000000002 -0.066744999999999985 0.07992500000000001 0.035070000000000011 0.059895000000000011 -0.06976499999999998 -0.071734999999999979 -0.19153499999999998 0.085505000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 9 -5 25 18 15 17 -1 12 -7 14 -11 -4 24 -3 -8 -16 21 22 -19 -21 -15 -2 -22
right_child=6 4 8 5 -6 11 7 -9 -10 13 -12 -13 -14 16 19 -17 -18 20 -20 23 26 -23 -24 -25 -26 -27 -28
leaf_value=0.00059811220706665607 0.00082270460818868502 0.0018150591628408334 0.0011577734246213086 0.0019015842651800949 0.00091768442185601691 0.0017292458368648341 0.00063288090001384378 -2.000868600491135e-05 0.00041893255211322364 0.0018204151510790518 0.0010972473859871192 0.0010261926597616353 0.0011577406090629869 0.0013150393736136106 0.0016466484011586316 0.00076915045997508202 0.0010826508981034849 0.0015326786813950092 0.00032432409542244915 0.0014848527059917109 0.0016453836970202291 0.0013317874477332082 0.0018032270624753007 0.0013704691258784791 0.0015424577721959004 0.00061107506381449523 0.0017903131899575635
leaf_weight=57 62 75 52 56 56 58 71 55 61 53 59 52 54 97 89 99 59 461 60 622 67 64 88 235 52 64 64
leaf_count=57 62 75 52 56 56 58 71 55 61 53 59 52 54 97 89 99 59 461 60 622 67 64 88 235 52 64 64
internal_value=0 0.00140963 0.00106511 0.00125497 0.00150029 0.00146714 0.000491925 0.000340288 0.000764035 0.00151637 0.000852286 0.00131858 0.00145401 0.0014586 0.00149027 0.000903214 0.00130631 0.00160148 0.000491826 0.00147173 0.0015799 0.00155066 0.00157611 0.00145353 0.00139464 0.00071549 0.00171646
internal_weight=0 2630 548 336 2082 220 312 186 212 2026 116 164 112 1207 999 151 208 819 131 946 744 613 549 857 149 126 131
internal_count=2942 2630 548 336 2082 220 312 186 212 2026 116 164 112 1207 999 151 208 819 131 946 744 613 549 857 149 126 131
is_linear=0
shrinkage=0.0032998


Tree=6055
num_leaves=32
num_cat=0
split_feature=1 1 4 16 123 13 52 1 43 4 16 15 11 15 4 15 13 15 48 42 16 4 43 402 52 475 4 42 457 4 4
split_gain=63.3146 9.24958 4.42015 4.23866 2.40912 2.11801 2.00302 1.88918 1.38628 1.07963 1.52041 1.03852 1.83809 1.77948 2.33711 0.869354 0.721394 0.867535 0.77426 0.611328 0.547527 0.848759 0.337941 0.293906 0.221292 0.205787 0.167276 0.165502 0.156346 0.110874 0.0194597
threshold=0.10661000000000002 0.13074500000000003 0.054720000000000012 0.23599500000000004 0.080635000000000012 -0.085684999999999997 0.13072500000000004 0.083670000000000008 -0.051239999999999987 0.41377500000000006 -0.026479999999999997 0.039965000000000007 0.074925000000000005 -0.0058149999999999999 -0.17006499999999999 0.088965000000000002 -0.077034999999999978 -0.12272499999999999 0.082425000000000012 0.11424500000000001 -0.38959499999999997 0.094220000000000012 -0.079244999999999982 -0.11206999999999999 0.081945000000000018 -1.0000000180025095e-35 -0.082199999999999981 -1.0000000180025095e-35 -0.086214999999999986 -0.080874999999999989 -0.0076199999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 11 -3 9 20 -7 10 -2 13 15 16 25 24 22 -18 -19 29 -4 -22 28 -21 27 -15 -26 -13 -1 -17 -24
right_child=1 5 7 -5 -6 8 -8 -9 -10 -11 -12 12 -14 14 -16 19 17 18 -20 23 21 -23 30 -25 26 -27 -28 -29 -30 -31 -32
leaf_value=0.0069654991044024225 0.0061418042343975429 0.0047964959101509715 0.0068785267566731784 0.0067202680071070326 0.0063579798383017715 0.0051750555525395025 0.0063962528971989192 0.0060757274890749112 0.0058636329382225037 0.0054140804112396248 0.0054256857626336936 0.0071257443587320517 0.0076349897767340295 0.0070549406794487776 0.0061808718516067063 0.0068684123711729968 0.0071995128643206558 0.0068982204510507879 0.00652184191542336 0.006870860469596533 0.0067542815161400083 0.0062070499788371824 0.0069855448223512607 0.0065053875104751895 0.0071316489200857818 0.0067644076367818686 0.0069416267067802621 0.0073994974219936073 0.0071728452893222855 0.0070181467456628781 0.0068278162836314452
leaf_weight=66 91 96 92 75 74 85 57 79 53 91 52 66 56 60 82 102 67 186 95 56 81 54 52 54 203 70 94 58 230 295 61
leaf_count=66 91 96 92 75 74 85 57 79 53 91 52 66 56 60 82 102 67 186 95 56 81 54 52 54 203 70 94 58 230 295 61
internal_value=0 0.00568948 0.00689178 0.00601767 0.00694785 0.00517601 0.00583647 0.00652023 0.00543976 0.00569996 0.00588164 0.00697018 0.0070473 0.00689183 0.00662126 0.00701179 0.00696756 0.00685368 0.0067711 0.00691735 0.00667477 0.00653565 0.00706437 0.00669177 0.00712545 0.00689877 0.00707163 0.00725407 0.00712673 0.00697976 0.00690071
internal_weight=0 600 2333 366 2027 234 291 306 138 234 143 1953 984 969 212 928 757 348 281 507 227 135 409 110 421 130 297 124 296 397 113
internal_count=2933 600 2333 366 2027 234 291 306 138 234 143 1953 984 969 212 928 757 348 281 507 227 135 409 110 421 130 297 124 296 397 113
is_linear=0
shrinkage=0.0032998


Tree=6056
num_leaves=25
num_cat=0
split_feature=1 4 3 39 123 3 12 1 457 42 4 1 1 12 4 1452 4 4 47 3 42 42 42 1
split_gain=19.4166 3.22921 2.63205 1.55338 1.53873 1.192 1.06036 0.837306 0.802297 0.608577 0.554842 0.519047 0.518958 0.656422 0.489256 0.312191 0.303864 0.441567 0.22842 0.224262 0.17406 0.159402 0.0420399 0.0263893
threshold=0.10661000000000002 0.41377500000000006 0.28833000000000003 0.0047850000000000011 0.080635000000000012 0.10766000000000002 0.093125000000000013 0.088035000000000016 0.067035000000000011 0.073240000000000013 0.054720000000000012 0.121715 0.13148500000000005 0.085075000000000026 -0.14595999999999995 0.086470000000000005 -0.50393499999999991 -0.111135 0.10364500000000001 -0.010434999999999998 -0.097789999999999988 -0.065449999999999994 0.089720000000000008 0.13941500000000004
decision_type=2 2 2 2 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 12 6 8 -5 15 -10 14 -3 13 -2 -8 16 -1 -18 -15 -13 -16 -22 -12 -21
right_child=1 11 -4 7 -6 -7 10 -9 9 -11 22 19 -14 18 20 -17 17 -19 -20 23 21 -23 -24 -25
leaf_value=0.0017795270471833897 0.00099801676088813246 0.00070540791553310919 0.00037246524249634667 0.0013626952087109157 0.00063847242683002972 0.0010118542187421207 0.0011013596697541383 0.00084828696777416958 0.001036173449153222 0.0015095727953906388 0.0010725774165537758 0.00054643490141487009 0.00094181471782953455 0.0015561480164667752 0.0016137470148608881 0.0017911869753954315 0.0013004635858528504 0.0015441812909029265 0.0012673565788440791 0.00034122818875453718 0.001276605803285981 0.00144864762780038 0.0012151107452623218 0.00023443677402907145
leaf_weight=56 52 76 65 69 61 62 52 70 62 58 53 55 54 77 59 57 89 1180 52 52 76 337 53 56
leaf_count=56 52 76 65 69 61 62 52 70 62 58 53 55 54 77 59 57 89 1180 52 52 76 337 53 56
internal_value=0 0.000777487 0.000974554 0.00144321 0.00110665 0.00146469 0.00147784 0.00110389 0.0015257 0.00126528 0.00136369 0.000479678 0.00122803 0.00131322 0.00140802 0.00154829 0.00153781 0.00152712 0.00144001 0.000374213 0.00144173 0.00141707 0.00114418 0.000286181
internal_weight=0 600 361 2333 296 2194 2132 139 1502 120 630 239 235 181 524 1382 1325 1269 129 163 472 413 106 108
internal_count=2933 600 361 2333 296 2194 2132 139 1502 120 630 239 235 181 524 1382 1325 1269 129 163 472 413 106 108
is_linear=0
shrinkage=0.0032998


Tree=6057
num_leaves=13
num_cat=0
split_feature=3 40 15 16 9 51 3 1 15 12 0 3
split_gain=0.823592 0.238727 0.21219 0.440076 0.198262 0.233366 0.280037 0.205904 0.18925 0.172309 0.153354 0.0817121
threshold=0.28833000000000003 1.0000000180025095e-35 -0.41956999999999994 -0.42170999999999997 0.081505000000000008 0.12900500000000004 0.110335 0.11181500000000001 -0.076594999999999983 0.090455000000000021 -0.12851999999999997 -0.079854999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 9 -7 -4 -2 -9
right_child=10 -3 4 -5 -6 8 -8 11 -10 -11 -12 -13
leaf_value=0.016415216706762221 -0.0076657425999064766 0.0033744210550394143 0.015067086104377597 -0.0031509843006543655 0.022386550152595715 0.012799951129858133 0.0037387860131733049 0.0019026524534125524 0.026176629533594661 0.011969324554139038 0.0043814764888485862 0.010329261631852986
leaf_weight=66 54 69 1359 64 74 52 87 52 73 826 67 90
leaf_count=66 54 69 1359 64 74 52 87 52 73 826 67 90
internal_value=0 0.0131859 0.013432 0.00676881 0.0137629 0.0135108 0.0131416 0.0134924 0.0206263 0.0138969 -0.000980121 0.00725611
internal_weight=0 2812 2743 130 2613 2539 2414 2327 125 2185 121 142
internal_count=2933 2812 2743 130 2613 2539 2414 2327 125 2185 121 142
is_linear=0
shrinkage=0.16829


Tree=6058
num_leaves=17
num_cat=0
split_feature=4 13 39 12 13 2 12 13 401 401 4 155 1453 12 4 2
split_gain=0.493864 0.332842 0.25189 0.208665 0.181364 0.16352 0.199298 0.158473 0.146882 0.468573 0.253235 0.313495 0.176223 0.146143 0.100404 0.0918057
threshold=0.24099500000000004 -0.16392499999999996 0.10050500000000002 0.094860000000000014 -0.13871999999999998 0.11693000000000002 -0.078454999999999983 -0.095139999999999988 0.079655000000000017 0.091505000000000017 -0.34140499999999996 1.0000000180025095e-35 -0.040249999999999987 0.091585000000000014 0.38865500000000003 0.13270000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 6 -2 -6 10 -10 11 -9 -12 -11 -8 -7
right_child=3 2 -4 -5 7 15 14 8 9 13 12 -13 -14 -15 -16 -17
leaf_value=0.0015681956750232086 0.0031175733967355769 0.021600674342575694 0.00065584551904958777 -0.0023519177594945552 0.0052979372250294542 -0.0026828424218062648 0.0094728984164408978 0.024129253053435874 -0.0053329207962519087 0.017418332665830035 0.00539387443704326 0.0098175520248251717 0.012342664579507842 0.0067496892142635346 0.019650439465190073 0.0060415206794368946
leaf_weight=95 67 55 57 85 103 54 54 111 56 83 111 72 1714 66 58 92
leaf_count=95 67 55 57 85 103 54 54 111 56 83 111 72 1714 66 58 92
internal_value=0 0.011362 0.0117444 0.00505602 0.0120103 0.00699901 0.0104119 0.0117817 0.0120827 0.00776857 0.0125222 0.0185082 0.011921 0.0127047 0.0147595 0.0028024
internal_weight=0 2523 2428 410 2371 325 179 2316 2213 205 2008 183 1825 149 112 146
internal_count=2933 2523 2428 410 2371 325 179 2316 2213 205 2008 183 1825 149 112 146
is_linear=0
shrinkage=0.16829


Tree=6059
num_leaves=36
num_cat=0
split_feature=1 15 13 12 1 12 12 16 12 0 124 1 1 0 13 402 1 12 0 42 50 160 1213 42 0 155 16 1213 15 0 13 16 15 15 1
split_gain=22.9206 3.26042 3.497 2.73963 1.45053 1.446 0.743613 0.70617 0.673212 0.6554 0.582431 0.993912 1.15129 0.556991 0.49944 0.387286 0.398374 0.813659 0.380926 0.335499 0.280212 0.276255 0.223591 0.192314 0.172662 0.164669 0.384865 0.164047 0.164685 0.160091 0.152385 0.141925 0.153862 0.117403 0.0723374
threshold=0.11156000000000001 -0.26361999999999991 -0.27740999999999993 0.056995000000000011 0.10107500000000001 0.091290000000000024 -1.0000000180025095e-35 -0.20132999999999998 -0.096004999999999993 -0.074249999999999997 -0.080429999999999988 1.0000000180025095e-35 0.085780000000000009 -0.092879999999999976 -0.0050199999999999993 0.09253500000000002 0.079440000000000024 0.086085000000000009 -0.099704999999999974 0.093155000000000016 0.09172000000000001 -0.060659999999999992 1.0000000180025095e-35 0.085790000000000019 -0.086834999999999982 0.10579500000000001 -1.0000000180025095e-35 -0.086579999999999976 0.039965000000000007 -0.042499999999999989 -0.077614999999999976 0.053305000000000012 -0.013439999999999999 0.085550000000000015 0.13472500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 -3 4 10 15 -4 -7 -2 30 -1 -12 -13 -8 -6 16 22 -18 -14 -15 33 -11 27 -17 -24 26 -23 -5 -29 34 -9 32 -32 -19 -10
right_child=1 2 6 5 14 7 13 9 29 21 11 12 18 19 -16 23 17 20 -20 -21 -22 25 24 -25 -26 -27 -28 28 -30 -31 31 -33 -34 -35 -36
leaf_value=0.00072160710946096393 -0.00030498235871154953 -0.00010464467850510602 0.00043198009784169335 0.001094285599457762 0.00034469863089298266 0.00075147089129287811 0.00059829471713504327 0.0013027810905957683 0.00014050818116467131 0.00078345131796587846 0.00071672485065804592 0.0015858109555687266 0.00084997542836958383 0.0011983153564652589 0.00076919140946692338 0.0013079588872152053 0.00076411781312483117 0.0010408149566318676 0.0011871859760054198 0.00082858967521741542 0.0014196554628169026 0.0011100009975078399 0.0015289664033250674 0.0015791549654606133 0.0012746484338218638 0.0011892869469400532 0.00084298982936057863 0.0012150969851368264 0.0013347923503838489 0.00027817366431486852 0.001076038877930432 0.00099014938762789534 0.0012478573451159627 0.0012499806742906259 -3.3128084558973964e-05
leaf_weight=67 52 65 54 81 55 72 52 98 52 59 67 56 70 55 68 70 58 73 79 54 53 137 57 52 66 61 106 379 201 52 96 53 157 54 52
leaf_count=67 52 65 54 81 55 72 52 98 52 59 67 56 70 55 68 70 58 73 79 54 53 137 57 52 66 61 106 379 201 52 96 53 157 54 52
internal_value=0 0.00033309 0.000565564 0.00111646 0.000887304 0.00116983 0.000768349 0.00106549 1.99735e-05 0.00109493 0.000998822 0.00106698 0.00118128 0.00088095 0.000579664 0.00124632 0.0012251 0.00110565 0.001029 0.00101547 0.0012155 0.00099257 0.00126132 0.00142384 0.00139279 0.00103304 0.000993672 0.0012368 0.00125664 0.000128518 0.00118681 0.00114955 0.0011828 0.00113003 5.33513e-05
internal_weight=0 488 280 2445 462 1983 215 839 208 767 339 272 205 161 123 1144 1022 238 149 109 180 363 784 122 123 304 243 661 580 156 404 306 253 127 104
internal_count=2933 488 280 2445 462 1983 215 839 208 767 339 272 205 161 123 1144 1022 238 149 109 180 363 784 122 123 304 243 661 580 156 404 306 253 127 104
is_linear=0
shrinkage=0.0032998


Tree=6060
num_leaves=12
num_cat=0
split_feature=48 121 124 34 9 3 51 0 0 159 0
split_gain=0.627597 0.27016 0.262689 0.258039 0.314843 0.224796 0.202757 0.172281 0.243179 0.132804 0.0736696
threshold=0.12036500000000001 -1.0000000180025095e-35 -0.083859999999999976 -0.078549999999999995 0.037245000000000007 -0.0088549999999999983 0.10532000000000001 -0.23395499999999997 -0.22480499999999998 -0.040394999999999993 -0.092879999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 6 -3 7 -5 -9 -8 -2
right_child=10 2 3 4 -6 -7 9 8 -10 -11 -12
leaf_value=0.02162657615103486 -0.0071723761168636388 0.0083017491003972068 0.020938870250368887 0.018867543864810071 -0.0024591857174989565 -0.005972382920006237 0.010039671834333996 -0.0020034650566833363 0.0093961497938054809 0.019582165078814762 0.0010145374792741595
leaf_weight=52 55 69 57 53 61 57 75 54 2271 95 71
leaf_count=52 55 69 57 53 61 57 75 54 2271 95 71
internal_value=0 0.00958144 0.00935646 0.00971149 0.00946551 0.00183015 0.0097517 0.00934838 0.00913061 0.0153828 -0.00254486
internal_weight=0 2844 2792 2666 2609 126 2548 2378 2325 170 126
internal_count=2970 2844 2792 2666 2609 126 2548 2378 2325 170 126
is_linear=0
shrinkage=0.16829


Tree=6061
num_leaves=15
num_cat=0
split_feature=2 15 48 14 9 14 0 16 3 13 16 132 1428 16
split_gain=0.68257 0.450567 0.427969 0.281883 0.201034 0.239805 0.208612 0.344282 0.535196 0.200986 0.350951 0.171331 0.132907 0.113988
threshold=0.12750000000000003 -0.035654999999999992 0.12036500000000001 0.073890000000000011 -1.0000000180025095e-35 -0.13131999999999996 -0.10934999999999999 -0.33811499999999994 -0.013714999999999998 -1.0000000180025095e-35 -0.116045 -0.14657499999999998 0.086830000000000018 -0.5061699999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 4 -1 -6 7 13 -9 10 -2 -8 -13 -7
right_child=1 -3 -4 -5 5 6 11 8 -10 -11 -12 12 -14 -15
leaf_value=-8.1759805004232545e-05 0.0081577164692910476 -0.011944396235131934 -0.006195564389114336 0.017433692760808788 0.018845058198550885 0.0066382560388253487 0.017006039111390443 -0.015065720188059817 0.0053470768195684783 0.010542356299087062 -0.009902385377679743 0.0083849047079202436 0.016525070853352405 0.016495475998935066
leaf_weight=78 63 72 56 100 63 89 72 52 121 74 59 1958 59 54
leaf_count=78 63 72 56 100 63 89 72 52 121 74 59 1958 59 54
internal_value=0 -0.00055362 0.00834443 0.00865284 0.00830724 0.0085731 0.00830328 0.00426246 -0.000778177 0.00362158 -0.000561541 0.00891367 0.00862391 0.0103731
internal_weight=0 268 2702 2646 2546 2468 2405 316 173 196 122 2089 2017 143
internal_count=2970 268 2702 2646 2546 2468 2405 316 173 196 122 2089 2017 143
is_linear=0
shrinkage=0.16829


Tree=6062
num_leaves=29
num_cat=0
split_feature=3 3 39 12 12 42 16 3 3 42 16 159 12 3 3 16 51 159 3 3 51 3 43 16 12 42 43 42
split_gain=12.4456 4.94809 2.50511 1.22743 1.4269 1.22451 1.01754 0.796397 0.777478 0.549164 0.462976 0.363707 0.361685 0.432472 0.336689 0.474524 0.31039 0.304395 0.265145 0.469564 0.247961 0.23876 0.230057 0.174889 0.209949 0.142931 0.125013 0.0747918
threshold=-0.049204999999999992 0.28833000000000003 0.055555000000000007 1.0000000180025095e-35 0.092085000000000014 -1.0000000180025095e-35 -0.40430999999999989 0.110335 -0.11372999999999998 0.12462000000000002 -0.15693499999999996 -0.025079999999999995 -0.089399999999999993 -0.014924999999999999 0.076825000000000018 -0.08267999999999999 -0.034774999999999993 -0.085684999999999997 -0.10337499999999998 -0.15500999999999998 -0.042309999999999993 0.12745000000000004 -0.077224999999999988 -0.16153499999999996 0.083705000000000016 0.090435000000000015 0.18123500000000001 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=3 2 7 -1 11 -4 -6 14 20 16 -3 17 -7 -14 -2 -16 22 27 19 -13 -8 -9 -10 -20 -25 -26 -18 -5
right_child=1 10 5 4 6 12 8 21 9 -11 -12 18 13 -15 15 -17 26 -19 23 -21 -22 -23 -24 24 25 -27 -28 -29
leaf_value=0.00098324964010348525 0.0011687650295266858 0.00055391629863275221 0.0012419103660422711 0.0016213472523929869 0.00089709499182589808 0.00084816108179395491 0.0014420718100986618 0.00082833677256476644 0.0013498216764334387 0.00098346884903797896 0.00014759010085899719 0.001535208421182391 0.00077967112998579633 0.00039277163438756942 0.0011795487761465705 0.0015611363976936498 0.0013539949068529351 0.0018417619752400525 0.0013055231373804359 0.0011096598717719175 0.001752277431008503 0.001134006194795859 0.0010719341220702082 0.0016856906784254149 0.0014714510727868171 0.0016029768490394289 0.0015149448029300574 0.0014429233564582965
leaf_weight=71 94 54 57 64 58 101 57 53 60 53 71 57 62 65 57 99 420 56 55 58 60 62 76 66 756 110 65 53
leaf_count=71 94 54 57 64 58 101 57 53 60 53 71 57 62 65 57 99 420 56 55 58 60 62 76 66 756 110 65 53
internal_value=0 0.000925067 0.00104072 0.00141164 0.00142595 0.000808521 0.00132078 0.00122192 0.0013518 0.00130841 0.000323405 0.00149595 0.00070002 0.000581929 0.00132688 0.00142194 0.00133609 0.00163844 0.00147355 0.00132089 0.00160145 0.000993439 0.00119479 0.0014913 0.00150222 0.0014882 0.00137564 0.00154082
internal_weight=0 775 650 2195 2124 285 849 365 791 674 125 1275 228 127 250 156 621 173 1102 115 117 115 136 987 932 866 485 117
internal_count=2970 775 650 2195 2124 285 849 365 791 674 125 1275 228 127 250 156 621 173 1102 115 117 115 136 987 932 866 485 117
is_linear=0
shrinkage=0.0032998


Tree=6063
num_leaves=30
num_cat=0
split_feature=1 52 52 1 12 1 151 0 16 0 40 16 1 1 16 150 0 16 12 12 12 403 52 12 3 12 3 1 12
split_gain=7.78586 1.46993 1.01666 0.711122 0.619534 0.543013 0.708377 0.58028 0.519174 0.436594 0.488016 0.361887 0.286726 0.548267 0.298719 0.272012 0.230836 0.205299 0.196112 0.202064 0.195833 0.169174 0.223794 0.170018 0.151876 0.14122 0.128592 0.119519 0.0304523
threshold=0.10398500000000001 -0.41694999999999993 0.12432000000000001 0.12988000000000002 0.090535000000000018 0.089625000000000024 -0.083899999999999988 0.060910000000000006 -0.0096749999999999978 -0.10462499999999998 -0.0079899999999999988 -0.03614499999999999 0.076160000000000019 0.081005000000000008 0.27717500000000006 0.086025000000000018 -0.079394999999999979 -0.0048749999999999991 0.085845000000000019 0.094045000000000004 0.083815000000000014 -0.091799999999999979 0.081010000000000013 0.087665000000000007 -0.012504999999999997 0.082595000000000016 -0.077344999999999983 0.12257000000000003 0.088745000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 8 7 -7 12 15 -5 -11 18 14 -14 21 -3 -13 20 -8 -20 -15 22 -1 -24 25 -23 -16 -4 -22
right_child=1 2 27 9 -6 6 11 -9 -10 10 -12 16 13 17 26 -17 -18 -19 19 -21 28 24 23 -25 -26 -27 -28 -29 -30
leaf_value=0.00067487264779307642 0.00092195693476389349 0.00035172152473428639 0.00080551615404210095 0.00043726037781938914 0.00071266840873785147 0.00044069187187695355 0.00057125747976980248 0.00060179158160719758 0.00014505709424212195 0.000287084279306781 -0.00010382585788678672 0.001099359402197639 0.0013024560173218367 0.00071328825721506334 0.00082836601501450589 0.00065264792911804217 0.00083793194394281886 0.0010735202734825922 0.00089848179570143792 0.00066532038191243945 0.00099661749112420878 0.0010893604495728619 0.0010373170583737599 0.00081289807415654727 0.00074024148203699082 0.00091547824365016835 0.00060896287011915576 0.00058073914400287596 0.00088134749081780566
leaf_weight=81 67 77 55 54 71 64 62 73 80 68 71 61 53 60 64 58 99 80 90 77 69 56 57 114 53 994 57 52 53
leaf_count=81 67 77 55 54 71 64 62 73 80 68 71 61 53 60 64 58 99 80 90 77 69 56 57 114 53 994 57 52 53
internal_value=0 0.000458533 0.000405487 0.000340383 0.000444916 0.000866607 0.000763593 0.000891624 0.000356331 0.000185296 8.71573e-05 0.000816628 0.000903417 0.000994692 0.000883914 0.000481269 0.000937821 0.0009323 0.000731797 0.000791187 0.000870032 0.000898052 0.000819574 0.00088791 0.00091595 0.000924786 0.000725302 0.000696608 0.00094683
internal_weight=0 653 586 479 286 2317 453 1864 215 193 139 389 1791 315 1476 135 160 262 229 167 182 1355 252 171 1103 1050 121 107 122
internal_count=2970 653 586 479 286 2317 453 1864 215 193 139 389 1791 315 1476 135 160 262 229 167 182 1355 252 171 1103 1050 121 107 122
is_linear=0
shrinkage=0.0032998


Tree=6064
num_leaves=26
num_cat=0
split_feature=1 155 2 1 151 2 9 2 0 14 150 11 1 0 481 0 0 1212 0 2 131 43 1 151 42
split_gain=14.4776 2.52478 1.68425 0.950867 1.28266 0.951075 0.796876 1.13029 1.09497 0.734495 0.485865 0.406657 0.323418 0.260799 0.208118 0.234214 0.245313 0.238701 0.205478 0.186815 0.197418 0.136105 0.114356 0.0738092 0.0418619
threshold=0.10398500000000001 0.09198000000000002 0.14132000000000003 0.089625000000000024 -0.083899999999999988 0.123795 -1.0000000180025095e-35 0.10043500000000001 -0.045139999999999993 -1.0000000180025095e-35 1.0000000180025095e-35 1.0000000180025095e-35 0.14039500000000002 -0.14043999999999998 -0.087759999999999991 0.060910000000000006 -0.10934999999999999 0.087685000000000013 -0.14755499999999996 0.10301500000000001 0.090545000000000014 -0.036849999999999994 0.093575000000000019 -0.0008699999999999999 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
left_child=3 2 6 5 -5 11 -2 8 24 -9 19 14 -4 23 -1 16 18 -18 -16 20 21 -6 -23 -11 -8
right_child=1 -3 12 4 10 -7 7 9 -10 13 -12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.0015117687212959268 0.00042116505238959498 0.0013920740653926545 0.00052874317057125919 0.00071402622933357403 0.0010705758335484556 0.0009297721686208131 0.0011478001361565826 0.00095880390166883339 0.00064318421469768767 0.0007292741453215775 0.0009235001989423556 0.0015479033114498824 0.000196328623608595 0.00035819708997874867 0.0013354179790032868 0.0010911906203692398 0.0013503247449918637 0.0012245480017391585 0.001075923868727987 0.0014457799643642008 0.0013827905075218493 0.0013507877919604081 0.0011458731744034977 0.00055797000491086682 0.001290181891361677
leaf_weight=62 66 57 55 64 82 67 52 68 54 55 53 92 77 53 60 52 1253 197 81 55 72 63 64 61 55
leaf_count=62 66 57 55 64 82 67 52 68 54 55 53 92 77 53 60 52 1253 197 81 55 72 63 64 61 55
internal_value=0 0.000728028 0.000664462 0.00128445 0.00114825 0.00131754 0.000758083 0.000813865 0.00102763 0.000668502 0.0012196 0.00133197 0.000335102 0.000551486 0.0013203 0.00131306 0.00132029 0.00133326 0.0011866 0.0012662 0.00123092 0.00117844 0.0012478 0.000639496 0.00122132
internal_weight=0 653 596 2317 453 1864 464 398 161 237 389 1797 132 169 1705 1643 1591 1450 141 336 281 209 127 116 107
internal_count=2970 653 596 2317 453 1864 464 398 161 237 389 1797 132 169 1705 1643 1591 1450 141 336 281 209 127 116 107
is_linear=0
shrinkage=0.0032998


Tree=6065
num_leaves=36
num_cat=0
split_feature=12 2 9 2 2 2 15 12 2 15 3 1447 3 15 1213 403 0 2 3 13 3 43 0 2 2 2 12 2 49 0 457 2 15 13 15
split_gain=16.6041 7.22256 4.7375 3.93006 1.85979 1.62114 1.71741 1.37705 1.03589 0.959679 1.27865 0.800036 0.540615 0.529197 0.440964 0.521652 0.438939 0.426441 0.690055 0.335184 0.215339 0.384972 0.211786 0.196506 0.19242 0.187658 0.311806 0.277556 0.222459 0.18103 0.180711 0.153099 0.132688 0.0796534 0.0603727
threshold=0.056995000000000011 0.13501500000000002 -1.0000000180025095e-35 0.10928500000000001 -0.087809999999999985 0.092250000000000013 -0.0025249999999999995 0.092855000000000007 0.14744000000000002 -0.032144999999999993 -0.12711499999999995 -0.050039999999999994 -0.086004999999999984 -0.084904999999999994 -0.080279999999999976 -0.028039999999999999 -0.14720499999999997 0.091185000000000002 -0.096099999999999977 -0.096079999999999985 -0.11372999999999998 -0.13915999999999998 -0.22480499999999998 0.12750000000000003 0.10043500000000001 0.087865000000000013 0.099680000000000005 0.098290000000000002 0.10322500000000003 -0.081224999999999978 -0.084524999999999989 0.084815000000000015 0.091490000000000016 -0.087404999999999997 -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 2
left_child=2 7 -1 4 -4 22 16 11 13 10 -9 12 -2 23 15 -13 -7 19 -19 -16 -11 -22 -6 -5 32 26 -12 -27 -29 -20 -21 -14 -23 -17 -24
right_child=1 -3 3 8 5 6 -8 9 -10 20 25 14 31 -15 17 33 -18 18 29 30 21 24 34 -25 -26 27 -28 28 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.00021645785726675555 0.0019962829679809812 0.00041996368333175417 0.00062918935845606284 0.00078558287728783217 0.0013521161391127031 0.00060212039027842919 0.0015191333536065214 0.00076852651586116624 0.00036072710675969064 0.0016165578712673517 0.0013770754276531971 0.0011157486576006217 0.0017444008012128657 0.00099150618698293637 0.0017993263278895319 0.0014034624663012011 0.0010218010456569413 0.0010786400734283659 0.001411848810137635 0.0017147530496959835 0.0011690334671429256 0.0016727151560593616 0.001700009557232599 0.00053208808631228708 0.0013044747431138579 0.0015542988305658047 0.0010178176808377146 0.0014102803298958169 0.0011263898551521448 0.001674995291972192 0.001527240324281918 0.0014965866331782905 0.0014758262888208587 0.0015875306817107811 0.0015316280771577157
leaf_weight=103 61 74 54 77 53 53 59 55 75 86 56 66 53 99 63 64 57 56 71 65 54 52 52 61 59 67 52 72 55 52 646 64 174 52 57
leaf_count=103 61 74 54 77 53 53 59 55 75 86 56 66 53 99 63 64 57 56 71 65 54 52 52 61 59 67 52 72 55 52 646 64 174 52 57
internal_value=0 0.00143379 0.000877462 0.000975092 0.00119828 0.00129101 0.00106423 0.00146959 0.000699572 0.00135957 0.00123282 0.00153509 0.00174201 0.000806653 0.0015026 0.0013521 0.000819912 0.00153131 0.00138444 0.00156523 0.00146596 0.00142765 0.00152738 0.000673786 0.00147652 0.00131726 0.00120443 0.0013799 0.00128761 0.00152338 0.00154443 0.00160915 0.00152128 0.00148628 0.00161228
internal_weight=0 2169 800 697 385 331 169 2095 312 782 357 1313 178 237 1135 182 110 953 179 774 425 339 162 138 285 302 108 194 127 123 711 117 226 116 109
internal_count=2969 2169 800 697 385 331 169 2095 312 782 357 1313 178 237 1135 182 110 953 179 774 425 339 162 138 285 302 108 194 127 123 711 117 226 116 109
is_linear=0
shrinkage=0.0032998


Tree=6066
num_leaves=33
num_cat=0
split_feature=1 1 16 10 2 2 14 0 16 159 2 2 160 2 2 1 16 51 159 0 159 1213 2 0 151 0 0 0 16 160 160 0
split_gain=20.4182 5.17783 2.45215 1.70882 1.69243 1.40791 1.03911 1.06288 0.902535 0.740897 0.705131 1.0259 0.61576 0.570793 0.568962 0.493095 0.471279 0.411915 0.379924 0.393155 0.320942 0.310557 0.293048 0.273127 0.25716 0.241275 0.125936 0.0933465 0.0803111 0.0710901 0.0477588 0.0316085
threshold=0.10123500000000001 0.12448500000000001 0.31625000000000009 -0.063134999999999983 0.097005000000000022 1.0000000180025095e-35 0.064610000000000015 -0.22480499999999998 -0.031234999999999999 -0.021529999999999997 -1.0000000180025095e-35 0.13388500000000003 -0.0071899999999999993 0.11218000000000002 0.13084500000000002 0.090650000000000022 -0.077679999999999985 -0.094084999999999988 0.082975000000000007 -0.080499999999999988 -0.086394999999999986 -0.087424999999999989 0.10251500000000001 -0.050064999999999991 -0.0032449999999999996 -0.075914999999999996 -0.074309999999999973 0.055865000000000005 0.27717500000000006 -0.43548999999999999 -0.081594999999999987 -0.069074999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -3 6 8 7 -1 -2 20 -5 -12 -7 -14 18 17 -17 -11 19 22 29 -19 -6 28 -15 -13 -18 -4 31 -9 -31 -21
right_child=1 3 27 10 14 12 -8 9 -10 15 11 25 13 24 -16 16 26 21 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 30 -32 -33
leaf_value=0.00087822796590751909 0.0012476584001921461 -0.00016645551724261349 0.0012279890345546418 0.00015381669008279267 0.0011264698881903426 0.00087601356063481898 0.0017342147910212051 0.0015455033787536213 0.00070369928006563335 0.0011156372776293629 0.00094252336887605071 0.00022130391228771418 0.00023916293682018744 0.00047659698511273366 0.00081107878206714641 0.00090709282264134824 0.001357049437181861 0.0012186211109109792 0.0013935817828404761 0.00137667589282553 0.0017084760163396345 0.0013853638881259037 0.00078784333342529712 0.001037385627027569 0.00080741035042376471 0.0005364227920545058 0.0011412121633704814 0.0014336586242314335 0.0011630086742125555 0.0013090656911296167 0.0014624769925179223 0.0012552082121687319
leaf_weight=54 81 61 52 61 60 64 75 52 57 80 54 52 61 52 54 56 79 144 72 69 73 952 54 78 52 55 52 53 53 52 53 52
leaf_count=54 81 61 52 61 60 64 75 52 57 80 54 52 61 52 54 56 79 144 72 69 73 952 54 78 52 55 52 53 53 52 53 52
internal_value=0 0.000675393 0.000887033 0.000322286 0.00130391 0.00075959 0.00135278 0.00133539 0.00102323 0.00135087 0.000456738 0.000571291 0.000600558 0.000493502 0.00113279 0.00132144 0.00116266 0.00134666 0.00117237 0.00112876 0.0015251 0.00136349 0.000966377 0.00120207 0.000642342 0.00038361 0.00127164 0.00133214 0.0012757 0.00143961 0.00138684 0.00132477
internal_weight=0 755 472 283 2214 367 1722 1647 138 1593 222 161 229 165 492 1363 187 1176 438 366 230 1096 114 252 104 107 131 105 174 157 105 121
internal_count=2969 755 472 283 2214 367 1722 1647 138 1593 222 161 229 165 492 1363 187 1176 438 366 230 1096 114 252 104 107 131 105 174 157 105 121
is_linear=0
shrinkage=0.0032998


Tree=6067
num_leaves=31
num_cat=0
split_feature=1 52 1 2 2 12 12 14 3 0 1 0 3 123 15 1 2 1213 3 47 47 43 133 151 43 43 160 3 43 133
split_gain=33.3597 5.83723 3.84074 2.64303 2.6011 2.33861 1.96502 1.40342 1.68339 1.04528 1.01595 1.17096 0.884311 0.760235 0.64394 0.624481 0.450582 0.509386 0.415959 0.404545 0.349317 0.325103 0.306631 0.293881 0.213031 0.208185 0.208166 0.169791 0.144466 0.080881
threshold=0.10575500000000002 -0.40011499999999994 0.12381000000000002 1.0000000180025095e-35 0.095565000000000011 0.056995000000000011 0.097810000000000022 0.064610000000000015 -0.12077499999999998 -0.13165999999999997 0.082135000000000014 -0.044434999999999995 1.0000000180025095e-35 0.086990000000000026 -0.2987999999999999 0.087225000000000011 0.086545000000000025 -0.087169999999999984 0.0012800000000000001 0.086785000000000015 0.094695000000000015 -0.033049999999999989 0.094525000000000012 -0.00016499999999999997 -0.075124999999999983 -0.040494999999999996 0.10488000000000001 -0.094004999999999991 -0.071734999999999979 -0.13992499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 19 7 9 13 8 -1 -6 11 22 -5 14 -4 16 17 -10 -11 -3 23 -19 24 -17 -7 -25 27 -18 -24 -26
right_child=1 2 6 12 5 10 -8 -9 15 18 -12 -13 -14 -15 -16 20 26 21 -20 -21 -22 -23 28 25 29 -27 -28 -29 -30 -31
leaf_value=0.0013140494763590851 0.0018393922574666548 0.001251181356753993 0.00056744535571766883 0.00056438270645207099 0.00089104127521209288 0.0018873328363383211 -3.2440294689940386e-05 0.0022459346511002672 0.0016735558393320105 0.0012074726015662402 0.0020772222545364849 0.0011603992836426589 0.0010207552783946744 0.00040220772320066626 0.0010268300456567178 0.0015216188648259769 0.0019606233484274305 0.0018511500569154944 0.0016218368277570116 0.0016447601488651447 0.0014618229889512095 0.0020497406863760007 0.0014382094418317233 0.001683319308019195 0.0017634243817005433 0.0018630403756707472 0.0015903532329637586 0.0017850684855876115 0.0016609980547896783 0.0015684286317079756
leaf_weight=81 63 66 66 93 65 94 59 74 76 52 60 54 93 86 68 61 73 153 56 52 62 239 60 141 52 156 56 527 78 53
leaf_count=81 63 66 66 93 65 94 59 74 76 52 60 54 93 86 68 61 73 153 56 52 62 239 60 141 52 156 56 527 78 53
internal_value=0 0.00088478 0.000781563 0.00103825 0.00173265 0.00155004 0.000501745 0.00179969 0.00177935 0.00122312 0.00167537 0.00161361 0.000792758 0.000645164 0.000800829 0.00180374 0.00184466 0.00192388 0.00142265 0.00142492 0.00169414 0.00197232 0.00168613 0.00173428 0.00177037 0.00177784 0.00178809 0.00180649 0.00156439 0.00166533
internal_weight=0 646 583 304 2323 624 279 1699 1625 173 451 391 186 220 134 1544 1124 468 108 118 420 392 337 358 199 297 656 600 138 105
internal_count=2969 646 583 304 2323 624 279 1699 1625 173 451 391 186 220 134 1544 1124 468 108 118 420 392 337 358 199 297 656 600 138 105
is_linear=0
shrinkage=0.0032998


Tree=6068
num_leaves=27
num_cat=0
split_feature=1 1 52 2 10 2 15 1 2 39 16 11 2 15 0 43 403 1452 0 52 15 42 475 52 52 16
split_gain=47.5758 9.82308 4.4817 3.72792 3.54716 3.41132 3.23314 1.64924 1.53218 1.49612 1.21425 0.819493 0.789823 0.544377 0.488597 0.455422 0.435453 0.365903 0.322214 0.309953 0.275015 0.259036 0.305663 0.270674 0.621378 0.288806
threshold=0.10398500000000001 0.12448500000000001 -0.41694999999999993 0.097005000000000022 -0.088499999999999981 1.0000000180025095e-35 -0.19153499999999998 0.091145000000000018 -1.0000000180025095e-35 0.055555000000000007 -0.078829999999999983 0.079700000000000007 0.12623500000000001 0.089715000000000003 -0.21196999999999996 -0.049364999999999992 -0.5407249999999999 1.0000000180025095e-35 -0.071749999999999994 -0.047784999999999987 -0.067614999999999995 -0.08588999999999998 -0.065099999999999977 0.042815000000000006 -0.11263999999999999 -0.052894999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 -3 8 18 11 -4 12 -9 14 21 -12 -1 -7 -16 19 -6 -18 -17 -5 -23 24 -24 -25
right_child=1 4 5 9 6 15 -8 10 -10 -11 13 -13 -14 -15 16 20 17 -19 -20 -21 -22 22 23 25 -26 -27
leaf_value=0.00099671414305942054 0.0013511797453000529 -0.00098807737096561475 0.00041865935918079068 0.001294001055983097 -0.00058288155708388439 -7.161293548483103e-05 0.00036826479320997208 0.00064680087252256733 0.001146328595640362 0.00046695139624449431 0.00098268014239892608 0.0017229172066927753 0.00065216484540252847 0.0013407819197156882 0.0015975706381463057 0.0003698354968908233 0.0011974341065567285 0.0015427655258834047 -0.00024432680652553961 0.0013242624497453461 6.4668874586427664e-05 0.0012553398667005035 0.0011190543800526748 0.0012135959802762788 0.00070044217696329711 0.00090393058499439499
leaf_weight=53 64 57 57 54 66 73 102 65 71 58 89 55 54 99 61 83 276 71 58 983 53 64 76 95 80 52
leaf_count=53 64 57 57 54 66 73 102 65 71 58 89 55 54 99 61 83 276 71 58 983 53 64 76 95 80 52
internal_value=0 0.000218218 0.000550449 0.00121029 -0.000252416 0.000398277 -6.67174e-05 0.00128387 0.000822564 0.000968375 0.00103679 0.00132555 0.00102953 0.00117144 0.00131039 0.000138259 0.00132231 0.00130966 -0.000424809 0.00129649 0.000251169 0.00107785 0.00104595 0.0010016 0.000904607 0.00110429
internal_weight=0 684 401 2285 283 337 226 1752 128 533 253 1499 475 188 1444 209 1391 1330 124 1259 136 421 367 303 156 147
internal_count=2969 684 401 2285 283 337 226 1752 128 533 253 1499 475 188 1444 209 1391 1330 124 1259 136 421 367 303 156 147
is_linear=0
shrinkage=0.0032998


Tree=6069
num_leaves=27
num_cat=0
split_feature=1 1 3 4 124 4 4 3 1 52 15 3 3 1447 150 3 15 50 456 49 51 1213 156 52 52 15
split_gain=24.7625 6.13652 2.16773 1.32451 1.31244 0.867428 0.74825 0.68246 0.673853 0.607078 0.51288 0.880963 0.657017 0.397967 0.376472 0.441838 0.335691 0.331097 0.277429 0.264494 0.234614 0.207382 0.182186 0.153443 0.178428 0.0990635
threshold=0.10123500000000001 0.12448500000000001 -0.049204999999999992 0.27998000000000006 -0.080429999999999988 0.043640000000000005 -0.040394999999999993 -0.15041499999999997 0.14754500000000001 -0.062309999999999997 0.039965000000000007 -0.14186499999999996 -0.12711499999999995 -0.08483499999999998 0.084800000000000014 1.0000000180025095e-35 -0.060199999999999997 0.10874500000000002 0.08728000000000001 0.086085000000000009 -0.092674999999999993 -0.086379999999999985 0.088165000000000007 0.0035300000000000006 -1.0000000180025095e-35 -0.45775499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 9 -1 10 -2 -8 25 -3 12 -12 -6 -13 15 -4 23 21 19 20 -14 -15 -21 24 -7 -5
right_child=1 3 14 8 5 16 7 -9 -10 -11 11 13 18 17 -16 -17 -18 -19 -20 22 -22 -23 -24 -25 -26 -27
leaf_value=0.00094677497272038259 0.0014203711094761342 0.00034967558559478043 0.00063406298487551514 0.00038842193485811156 0.0011204050607006757 0.0013996035984617232 0.00072318118963943842 0.0011870138769267703 -0.00016595143390221181 0.00083543195526685756 0.0018954861194886996 0.0017384754245286448 0.0015381187372118499 0.0013507600211342574 0.0005183356648241639 0.0009807767254068696 0.0010830483626351822 0.0011938686506957402 0.0015836263969936702 0.0015376381389186041 0.0013120080295352849 0.0014932782261926712 0.0013279012680832516 0.001451599050339647 0.0011353454016669682 0.00019376315748188423
leaf_weight=67 82 54 82 53 93 52 53 102 53 59 57 58 60 140 73 80 94 52 97 176 380 686 65 71 66 64
leaf_count=67 82 54 82 53 93 52 53 102 53 59 57 58 60 140 73 80 94 52 97 176 380 686 65 71 66 64
internal_value=0 0.000711013 0.000941408 0.000326626 0.00140316 0.00141738 0.00116432 0.00102864 0.000142305 0.000603612 0.00144335 0.00149506 0.00138436 0.00147063 0.000716444 0.000805497 0.00124625 0.0014529 0.00141586 0.00139191 0.00134292 0.00146917 0.00148122 0.00132723 0.0012521 0.000282243
internal_weight=0 755 472 283 2214 2147 237 155 170 113 1864 993 871 936 235 162 283 878 778 681 440 826 241 189 118 117
internal_count=2969 755 472 283 2214 2147 237 155 170 113 1864 993 871 936 235 162 283 878 778 681 440 826 241 189 118 117
is_linear=0
shrinkage=0.0032998


Tree=6070
num_leaves=32
num_cat=0
split_feature=4 3 2 124 4 2 52 2 13 39 49 52 3 2 3 4 42 3 42 13 4 2 403 1446 13 3 3 475 42 457 13
split_gain=24.1459 7.97093 4.11053 3.36199 2.22496 1.79926 1.523 0.979587 0.957071 0.58401 0.538765 0.523602 1.10057 0.515273 0.506528 0.412171 0.611552 0.370082 0.350947 0.320741 0.253133 0.22258 0.237722 0.215875 0.185798 0.175368 0.468083 0.127271 0.125718 0.0856645 0.0838762
threshold=0.31392000000000003 -0.06533499999999999 0.14870000000000003 -0.048219999999999992 -0.081579999999999986 -0.007134999999999999 -0.047784999999999987 0.097110000000000016 -0.36115499999999995 0.088755000000000014 -0.061079999999999988 -0.14198999999999998 -0.08867499999999999 0.10274500000000002 0.088880000000000015 -0.081204999999999986 0.090775000000000008 -0.010724999999999998 0.11382000000000002 0.041960000000000004 0.024470000000000002 0.072175000000000017 -0.036029999999999993 0.089150000000000021 0.095470000000000013 -0.14954999999999999 0.10265000000000001 -1.0000000180025095e-35 0.084835000000000008 0.062030000000000009 -0.074349999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 -3 10 15 -2 25 -6 24 -13 -7 17 16 19 -8 20 21 23 -1 -23 29 -9 -10 -27 -5 -22 -17 -14
right_child=8 2 -4 4 6 13 14 11 9 -11 -12 12 30 -15 -16 18 -18 -19 -20 -21 28 22 -24 -25 -26 26 -28 -29 -30 -31 -32
leaf_value=0.0016768925507374692 0.00031926245883647327 0.00050617016668200643 0.00048464482832387569 0.0020687425063737335 0.0013502323660425936 0.0014882824873311503 0.001564461988703698 0.0018448343108977369 0.0010622588348884155 0.00058155198855222665 0.00090316446354562097 0.0011790652550590299 0.0017780323644733815 0.0010201014441640114 0.0013011489177984477 0.0017937211279427238 0.0021710227896374131 0.0018939306781943829 0.0015485378389009465 0.0016540311753845641 0.0015058591729724216 0.0018258666295246134 0.0020160045542946918 0.0020010739123700019 0.0015979738472255648 0.00062253963986567214 0.001011121909620909 0.0018405026376033951 0.0017213336240690202 0.0016717432722824855 0.0016053186137456738
leaf_weight=56 55 53 56 59 59 52 112 98 54 94 60 76 55 52 52 714 66 58 84 95 52 172 134 55 55 62 76 58 83 79 93
leaf_count=56 55 53 56 59 59 52 112 98 54 94 60 76 55 52 52 714 66 58 84 95 52 172 134 55 55 62 76 58 83 79 93
internal_value=0 0.00165227 0.00134149 0.00141946 0.00156244 0.00100212 0.00142734 0.00175827 0.000718976 0.000795721 0.00112512 0.00160615 0.00150342 0.00125453 0.00158918 0.00179432 0.00187124 0.00167708 0.00175658 0.00182787 0.00177432 0.0018734 0.00190924 0.00179589 0.00175632 0.000900391 0.000836797 0.0019559 0.0016386 0.00178161 0.00166974
internal_weight=0 2638 671 615 458 157 341 1967 341 286 119 377 224 104 222 1590 523 170 1067 457 983 362 306 848 153 192 138 117 135 793 148
internal_count=2979 2638 671 615 458 157 341 1967 341 286 119 377 224 104 222 1590 523 170 1067 457 983 362 306 848 153 192 138 117 135 793 148
is_linear=0
shrinkage=0.0032998


Tree=6071
num_leaves=17
num_cat=0
split_feature=39 13 1375 13 42 13 3 15 1453 1420 13 15 42 130 3 15
split_gain=0.822396 0.430237 0.417807 0.359451 0.272984 0.309383 0.242044 0.21687 0.21627 0.201268 0.243899 0.238462 0.326204 0.209775 0.16086 0.154404
threshold=0.0039300000000000003 -0.15325499999999995 -0.093609999999999985 -0.087809999999999985 -0.044384999999999994 -0.0090849999999999976 -0.0088549999999999983 -0.081149999999999986 -0.077819999999999986 -0.072689999999999991 0.032645000000000007 -0.014099999999999998 -0.063484999999999986 -0.079354999999999981 -0.10859999999999999 0.095760000000000012
decision_type=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 -1 -4 -10 13 12 -12 -11 -15 -13
right_child=3 2 8 4 5 -7 -8 -9 9 10 11 15 -14 14 -16 -17
leaf_value=0.01227166977993911 0.016028886998538942 0.00097232711621705859 0.023958792574775102 0.013527528055902158 0.010975831298026741 -0.0080455797374702279 -0.0034349098745367207 0.0008279743344087355 0.023773448702046871 0.0064779018465453862 0.014026800835383485 0.016389278873853018 -0.002966267108920249 0.0085422053084316055 0.016455354368565326 0.0059680478692848088
leaf_weight=100 78 57 85 56 82 79 55 89 77 67 61 188 67 77 1709 52
leaf_count=100 78 57 85 56 82 79 55 89 77 67 61 188 67 77 1709 52
internal_value=0 0.0146451 0.0152449 0.00595226 0.00305604 0.00033289 0.00517738 0.00689235 0.0155855 0.015275 0.0149795 0.011006 0.00511796 0.0157677 0.0161152 0.0141388
internal_weight=0 2629 2440 350 272 216 137 189 2383 2298 2221 368 128 1853 1786 240
internal_count=2979 2629 2440 350 272 216 137 189 2383 2298 2221 368 128 1853 1786 240
is_linear=0
shrinkage=0.16829


Tree=6072
num_leaves=20
num_cat=0
split_feature=3 39 49 15 12 376 457 2 16 0 0 51 15 16 0 123 16 2 133
split_gain=0.608907 0.433329 0.497743 0.448406 0.52162 0.318357 0.397619 0.265717 0.242712 0.349021 0.191697 0.194612 0.340671 0.180224 0.224831 0.148321 0.140824 0.122708 0.0933369
threshold=-0.071369999999999975 0.11742500000000002 0.14321000000000003 -0.50173499999999993 -0.10468499999999999 0.076485000000000011 0.094310000000000019 0.13730000000000001 -0.50720999999999983 -0.14680499999999999 -0.10726999999999999 -0.045524999999999989 -0.0087299999999999999 0.26711500000000005 0.032970000000000006 0.085110000000000005 0.054560000000000004 0.087245000000000003 0.086435000000000026
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 -2 -5 6 7 -6 -1 -10 -11 12 17 14 16 -7 -13 -12 -19
right_child=1 -3 -4 4 5 15 -8 -9 9 10 11 13 -14 -15 -16 -17 -18 18 -20
leaf_value=0.0041917215478120178 -0.0046997740350553591 -0.0057378102504305074 -0.0059507071124605742 0.026248869910478551 0.01363587455586473 -0.0048691312287545696 -0.0026258647943735738 0.0033229680820512121 0.026834856822775432 0.0050341507496277542 0.0079827943154297792 0.014960708873375479 -0.00011616509458730269 0.023981930249960034 0.003988182215165525 0.0074278660793616466 0.0088230686261226363 0.020134161184974502 0.011766219535417968
leaf_weight=84 56 61 60 58 539 55 55 82 54 81 97 1177 76 53 62 56 118 72 83
leaf_count=84 56 61 60 58 539 55 55 82 54 81 97 1177 76 53 62 56 118 72 83
internal_value=0 0.00799859 0.00887239 0.00986149 0.0108286 0.00968991 0.0110618 0.012277 0.0130727 0.01347 0.0130723 0.0134459 0.00973645 0.0143075 0.0139283 0.00131857 0.0144028 0.012715 0.0156649
internal_weight=0 1022 961 901 845 787 676 621 1957 1873 1819 1738 328 1410 1357 111 1295 252 155
internal_count=2979 1022 961 901 845 787 676 621 1957 1873 1819 1738 328 1410 1357 111 1295 252 155
is_linear=0
shrinkage=0.16829


Tree=6073
num_leaves=16
num_cat=0
split_feature=1 49 457 15 1 47 13 12 13 43 15 13 1455 474 12
split_gain=0.679633 0.292255 0.203319 0.163755 0.243097 0.162842 0.157241 0.150862 0.148592 0.161122 0.285729 0.302713 0.12526 0.127131 0.178752
threshold=0.11883500000000001 -0.061079999999999988 0.11129500000000002 -0.50173499999999993 0.14566000000000004 0.085585000000000008 -0.060719999999999989 -0.093719999999999984 0.26379000000000002 -0.11366999999999998 0.043560000000000008 0.05889500000000001 -0.095359999999999986 0.10584 0.11755500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 -3 5 6 -5 -1 9 10 -9 -12 -11 14 -14
right_child=1 3 -4 4 -6 -7 -8 8 -10 12 11 -13 13 -15 -16
leaf_value=0.0035966350403901547 -0.0090900150103875397 -0.0038593689637701199 0 0.0055469491155469737 0.015980544923791397 0.0094288043150215547 -0.0073519256328463288 -0.00048216916001768596 0.018532934933102766 0.018278329609225569 0.021444844124594842 0.0047409859941336101 0.010834463799713121 0.018536499618386028 0.0012422249080349488
leaf_weight=86 53 54 53 54 57 74 53 99 69 66 52 76 2017 59 57
leaf_count=86 53 54 53 54 57 74 53 99 69 66 52 76 2017 59 57
internal_value=0 0.00239575 0.0103462 0.00448664 0.00638783 0.00335699 -0.000825423 0.0105581 0.0107974 0.0105766 0.00628948 0.011541 0.0110183 0.0107929 0.0105717
internal_weight=0 345 2634 292 238 181 107 2581 2495 2426 227 128 2199 2133 2074
internal_count=2979 345 2634 292 238 181 107 2581 2495 2426 227 128 2199 2133 2074
is_linear=0
shrinkage=0.16829


Tree=6074
num_leaves=19
num_cat=0
split_feature=4 4 12 12 43 150 51 48 48 483 16 4 51 484 48 16 14 43
split_gain=0.561063 0.308282 0.26157 0.304153 0.402426 0.247458 0.184093 0.188962 0.21573 0.177565 0.135352 0.237461 0.148919 0.132139 0.115697 0.110119 0.14679 0.0816775
threshold=0.31392000000000003 0.42642000000000008 -1.0000000180025095e-35 -0.060304999999999991 -0.078039999999999984 0.085595000000000018 0.22855500000000004 0.11741000000000001 0.10184000000000001 1.0000000180025095e-35 -0.011694999999999999 -0.42305999999999994 0.10072000000000002 0.090250000000000011 0.085790000000000019 -0.49057499999999993 -1.0000000180025095e-35 -0.084754999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 14 -2 7 8 9 10 12 -12 -4 17 -1 -3 -17 -11
right_child=1 15 6 -5 -6 -7 -8 -9 -10 13 11 -13 -14 -15 -16 16 -18 -19
leaf_value=-0.0051302070719791964 -0.013548757294951363 0.011401118729460213 0.0095171679081855007 -0.0074552207292925068 0.015305710002169756 0.0014882194074491305 -0.00035381722770067199 0.018584528830837548 0 0.017247457365517641 0.013073959541111946 0.0054597140775535912 0.016689225230222735 0.021265009953785979 0.0050795784888897416 0.0071469601867431712 -0.0033608565062220436 0.0092734034845984945
leaf_weight=57 56 60 1167 55 88 69 55 63 70 53 148 546 89 54 70 93 63 123
leaf_count=57 56 60 1167 55 88 69 55 63 70 53 148 546 89 54 70 93 63 123
internal_value=0 0.00141043 0.00867097 0.0036971 0.00655838 -0.00523397 0.00923733 0.00946618 0.00921006 0.00950535 0.00898114 0.00708609 0.0100268 0.0139419 0.000483087 0.00526389 0.0028919 0.0116849
internal_weight=0 341 2638 270 215 125 2368 2313 2250 2180 1950 694 1256 230 127 216 156 176
internal_count=2979 341 2638 270 215 125 2368 2313 2250 2180 1950 694 1256 230 127 216 156 176
is_linear=0
shrinkage=0.16829


Tree=6075
num_leaves=27
num_cat=0
split_feature=15 12 2 133 2 150 150 11 2 12 14 12 2 2 12 16 15 15 16 1456 12 49 1456 157 16 12
split_gain=11.7539 5.3015 2.75106 1.93839 1.33268 0.937182 0.711992 0.608934 0.846568 0.544629 0.451205 0.411284 0.399233 0.864048 0.551189 0.350143 0.540744 0.257334 0.251906 0.211614 0.298445 0.241608 0.228153 0.18418 0.144103 0.0960447
threshold=-0.24211499999999997 0.056995000000000011 0.10979000000000001 0.085895000000000013 0.12336000000000001 0.083435000000000023 0.091155000000000014 0.080455000000000013 0.097005000000000022 0.087805000000000008 -0.41992499999999994 -0.042789999999999988 0.079770000000000021 0.093320000000000014 -1.0000000180025095e-35 0.20277000000000003 -0.052984999999999997 -0.090699999999999989 0.061775000000000004 -0.086954999999999991 0.084450000000000011 -0.0063599999999999985 0.078920000000000018 -0.061169999999999995 -0.45743999999999996 0.096510000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 5 7 12 17 9 -9 19 -1 24 -2 -14 -15 18 25 -4 23 -3 22 -22 -21 -11 -12 -17
right_child=1 4 6 -5 -6 -7 -8 8 -10 15 11 -13 13 14 -16 16 -18 -19 -20 20 21 -23 -24 -25 -26 -27
leaf_value=0.00063985916757913839 0.0010143701306040837 0.0011048951247863482 0.00050200358570239869 0.00051102363190195556 0.0008244471068797588 0.0008589139836709626 0.00023402193509816408 0.0017865640270607482 0.0012606207572357676 0.0010466522760654165 0.000305881078938846 0.00050663177782412066 0.0015760238363265176 0.00087846702420771284 0.0013597867273236895 0.0011041926740491422 0.00081566703320098326 0.00079682714443188286 0.0014454687051001689 0.0013681634420003594 0.0011065868312144865 0.0013141832012824315 0.0016252176114714748 0.0012218724086444368 6.0370771893740006e-05 0.0012902459042743921
leaf_weight=65 63 52 53 64 82 96 53 55 87 74 53 74 82 52 53 73 64 86 53 158 76 373 52 853 52 59
leaf_count=65 63 52 53 64 82 96 53 55 87 74 53 74 82 52 53 73 64 86 53 158 76 373 52 853 52 59
internal_value=0 0.00116018 0.000886824 0.00103957 0.00123812 0.00113724 0.000560453 0.00125482 0.00146458 0.00123902 0.000403845 0.000317945 0.00124398 0.00132114 0.00112175 0.00119509 0.00106635 0.000684666 0.00122081 0.00131163 0.00132789 0.00127912 0.00143198 0.00120792 0.000184631 0.00118762
internal_weight=0 2713 602 410 2111 346 192 2029 142 1887 244 179 250 187 105 1176 196 139 980 711 659 449 210 927 105 132
internal_count=2957 2713 602 410 2111 346 192 2029 142 1887 244 179 250 187 105 1176 196 139 980 711 659 449 210 927 105 132
is_linear=0
shrinkage=0.0032998


Tree=6076
num_leaves=27
num_cat=0
split_feature=1 1 0 2 9 0 14 15 1 16 15 16 47 15 0 2 1456 0 484 16 15 15 2 15 0 15
split_gain=15.8577 2.20413 1.28837 1.16894 1.40096 0.866833 0.827202 0.779748 0.793693 0.684964 0.498291 0.454067 0.452185 0.586376 0.403961 0.532991 0.521705 0.382572 0.37055 0.369279 0.317438 0.312208 0.276245 0.263487 0.234736 0.0698119
threshold=0.10398500000000001 0.13662500000000002 0.148925 0.10928500000000001 -1.0000000180025095e-35 -0.05461499999999999 0.077140000000000014 -0.031624999999999993 0.095640000000000017 -0.0024749999999999993 -0.2987999999999999 0.22339500000000004 0.087850000000000025 -0.011244999999999998 -0.033754999999999993 0.098500000000000018 -0.073119999999999991 -0.072924999999999976 0.086315000000000017 -0.018754999999999997 -0.056634999999999991 0.099260000000000015 0.12026500000000001 -0.11739999999999999 -0.087544999999999998 -0.074124999999999983
decision_type=2 2 2 2 2 2 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 9 7 8 11 22 -3 19 13 -6 16 -16 -9 18 -18 23 25 -19 -5 -1 -21 -13
right_child=1 10 -4 5 12 -7 -8 14 -10 -11 -12 20 -14 -15 15 -17 17 21 -20 24 -22 -23 -24 -25 -26 -27
leaf_value=0.0016421179910417727 0.00076283623153546845 0.00047075574002712118 0.0010426899451926892 0.0010874348007129965 0.0010090014901672926 0.0012783135579018535 0.0018706296347211818 0.0012991230292543712 0.0011324558697935634 0.00047968427051169803 0.00083016091804004116 0.0015307299983940449 0.0015240198275690375 0.0014565258676692342 0.002025508424353754 0.0015810979053909448 0.0016287798951776177 0.0012769215135120116 0.0013795031613383498 0.0015817328081386603 0.0011263292640620675 0.0015701969181507347 0.0007837125382247458 0.0014290202691823076 0.0018557276201664236 0.0013550690273971967
leaf_weight=85 58 90 56 62 70 53 86 75 76 53 80 53 89 60 52 71 917 75 72 113 54 89 72 285 52 59
leaf_count=85 58 90 56 62 70 53 86 75 76 53 80 53 89 60 52 71 917 75 72 113 54 89 72 285 52 59
internal_value=0 0.000966556 0.00153891 0.00107384 0.00122025 0.000904699 0.00155145 0.00153853 0.00145469 0.00079862 0.000640095 0.00148958 0.00134123 0.00121582 0.00158672 0.00176927 0.00156841 0.0015859 0.00161067 0.0015368 0.00133717 0.00143629 0.000924504 0.00147807 0.0016683 0.00143851
internal_weight=0 687 2270 517 277 240 2214 2128 777 187 170 701 219 130 1351 123 1228 1153 989 535 166 164 134 370 165 112
internal_count=2957 687 2270 517 277 240 2214 2128 777 187 170 701 219 130 1351 123 1228 1153 989 535 166 164 134 370 165 112
is_linear=0
shrinkage=0.0032998


Tree=6077
num_leaves=27
num_cat=0
split_feature=4 11 2 14 376 4 133 2 42 42 52 52 4 4 12 12 150 12 42 2 160 42 133 43 47 52
split_gain=0.470969 0.341639 0.819254 0.249583 0.245849 0.292791 0.287289 0.330322 0.324863 0.418686 0.241438 0.253042 0.226749 0.378675 0.331935 0.24347 0.287097 0.164612 0.163137 0.146501 0.162704 0.139834 0.139522 0.172429 0.127159 0.100166
threshold=0.50541500000000006 0.080455000000000013 0.097005000000000022 -0.24790499999999996 0.076485000000000011 -0.008454999999999999 1.0000000180025095e-35 0.092250000000000013 0.091330000000000008 0.088630000000000014 -0.42198999999999992 -0.14794999999999997 -0.016339999999999997 -0.041794999999999992 0.093625000000000014 0.086675000000000016 0.084270000000000012 0.10488500000000002 0.12031500000000002 0.090695000000000012 1.0000000180025095e-35 -0.044384999999999994 0.099765000000000006 -0.040494999999999996 0.098760000000000014 -0.54752499999999993
decision_type=2 2 2 2 2 2 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 7 12 9 19 -9 -12 13 14 -1 16 -14 -13 22 20 -8 -21 -10 -24 -17 -4
right_child=3 2 25 -5 5 -7 8 10 18 -11 11 17 15 -15 -16 24 -18 -19 -20 21 -22 -23 23 -25 -26 -27
leaf_value=0.0076317078242690217 -0.0074807144238320782 0.03080729504548306 0.01232583451422313 0.0055416888520542565 0.0088826543382726497 -0.0081137030488251521 0.012073808397374743 0.015289252326811196 0.011831329316176434 0.026801873928328685 -0.0074262168034414395 0.0034025721768023648 0.02182436951145917 -0.004098625247156879 0.020520313849333865 0.011596227601375566 0.0070840116168362664 0.013035358688047012 0.013678212744320359 0.011432676553600118 0.0034646572478621396 0.020729161973760176 -0.0044495559476530801 0.0068081412197874462 0.0022956930465164939 0.001882599652288334
leaf_weight=504 70 69 53 103 64 52 319 53 53 62 55 386 125 69 64 140 54 58 72 92 78 94 69 87 60 52
leaf_count=504 70 69 53 103 64 52 319 53 53 62 55 386 125 69 64 140 54 58 72 92 78 94 69 87 60 52
internal_value=0 0.00932228 0.0165544 0.000262123 0.00883945 0.00124811 0.00919182 0.00780024 0.0115462 0.0136295 0.00448031 0.00332866 0.00960222 0.00765601 0.00908711 0.0128686 0.0173876 0.00466496 0.00675793 0.0122256 0.0103869 0.0161406 0.00436531 0.00181726 0.00881505 0.00717106
internal_weight=0 2784 174 173 2610 116 2494 1568 926 645 552 499 1016 637 568 379 179 444 281 583 397 186 209 156 200 105
internal_count=2957 2784 174 173 2610 116 2494 1568 926 645 552 499 1016 637 568 379 179 444 281 583 397 186 209 156 200 105
is_linear=0
shrinkage=0.16829


Tree=6078
num_leaves=22
num_cat=0
split_feature=1 3 1203 1429 51 1429 3 11 43 1 15 4 15 4 43 1 4 1 4 48 1429
split_gain=0.558142 0.441064 0.242594 0.262881 0.233359 0.341454 0.236129 0.223037 0.217531 0.199112 0.304656 0.244126 0.310187 0.231576 0.169385 0.158615 0.151189 0.378554 0.149234 0.138543 0.148008
threshold=0.10331000000000003 -0.14539499999999997 0.085070000000000021 -0.028114999999999998 -0.085594999999999991 0.080400000000000013 -0.15963499999999997 0.07635500000000002 -0.11113499999999998 0.11215000000000001 -0.032519999999999993 0.50291500000000011 -0.46772999999999992 0.10686000000000001 -0.008069999999999999 0.11189500000000001 -0.032169999999999997 0.12072500000000001 -0.0021099999999999995 -0.0020199999999999997 0.083960000000000021
decision_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 15 3 -1 5 18 -6 19 -3 10 -10 13 -13 16 -4 -2 -11 -18 -5 -8 -21
right_child=1 8 14 4 6 -7 7 -9 9 11 -12 12 -14 -15 -16 -17 17 -19 -20 20 -22
leaf_value=-0.0004449634732592754 0.0062865415842104626 0.010910646070562776 -0.0057220105390774325 0.014205916845940608 0.019700100174294865 0.02402230389411111 0.015971585484878412 -0.002048647440277814 0.00068025876020578937 0.0090375157902533067 -0.015418191626397496 0.003489474818821693 -0.013015857294234509 0.012492798262914315 0.00767096970423528 0.018797281369055917 0.0087281688931156055 -0.010565535892891052 0.0039384754434131919 0.0088361532555681459 0.0025275787970492685
leaf_weight=80 57 60 55 102 54 72 72 56 92 54 52 74 57 84 52 59 53 63 67 1528 114
leaf_count=80 57 60 55 102 54 72 72 56 92 54 52 74 57 84 52 59 53 63 67 1528 114
internal_value=0 0.00317835 0.00860883 0.00899902 0.00936576 0.0142991 0.00871295 0.00837673 0.00130691 0.000214247 -0.00512059 0.00221428 -0.00367852 0.00526056 0.000769937 0.0126653 0.00167641 -0.00173482 0.010146 0.0087184 0.00839926
internal_weight=0 705 2252 2145 2065 241 1824 1770 589 529 144 385 131 254 107 116 170 116 169 1714 1642
internal_count=2957 705 2252 2145 2065 241 1824 1770 589 529 144 385 131 254 107 116 170 116 169 1714 1642
is_linear=0
shrinkage=0.16829


Tree=6079
num_leaves=23
num_cat=0
split_feature=1 4 4 12 48 49 4 12 43 42 3 1446 3 12 403 4 4 3 4 12 43 3
split_gain=0.38709 0.263562 0.262347 0.413182 0.259295 0.237399 0.235699 0.222748 0.18563 0.209418 0.194457 0.166 0.180045 0.235901 0.300759 0.23109 0.350074 0.190896 0.234326 0.209388 0.0607312 0.0158705
threshold=0.10152500000000002 -0.14994999999999997 0.055765000000000002 0.097240000000000007 0.084705000000000016 -0.13138499999999997 0.51395000000000002 0.10052500000000002 -0.051239999999999987 0.094110000000000013 0.10661500000000002 0.10498000000000002 0.094635000000000011 0.084735000000000019 -0.085834999999999981 0.024470000000000002 -0.00090499999999999988 -0.12711499999999995 -0.092854999999999979 0.097345000000000015 -0.013049999999999997 -0.17010999999999998
decision_type=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 21 3 4 -3 -1 7 8 9 -4 -10 12 13 14 -7 16 -16 -15 -19 -20 -8 -2
right_child=1 2 6 -5 -6 11 20 -9 10 -11 -12 -13 -14 17 15 -17 -18 18 19 -21 -22 -23
leaf_value=0.016793033272929601 0.008279876632804278 -0.015470984278248917 -0.0037408339044992214 0.009326369225305919 -0.0018336039392568681 0.022727469958677839 0.00098949379963272758 -0.0023144083173946054 0.020860550823959479 0.011075295035863193 0.0077411444236877231 -0.0021345367007980401 -0.00058311181355629122 0.013992532766335343 0.0088810642717189244 0.0010122256222459642 0.023785548193814482 -0.0042021604076397275 0.0053216820062285041 0.010618507605670456 -0.0070080800150025746 0.012548976500487688
leaf_weight=71 52 68 56 55 95 52 55 67 52 52 85 56 82 88 324 81 52 62 1081 264 52 55
leaf_count=71 52 68 56 55 95 52 55 67 52 52 85 56 82 88 324 81 52 62 1081 264 52 55
internal_value=0 0.00275993 0.00145847 -0.00327188 -0.00753384 0.00720159 0.00392389 0.00626317 0.00861621 0.00337622 0.0127339 0.00688282 0.00712576 0.00744209 0.0105767 0.00919015 0.0109471 0.00637367 0.00589587 0.00636269 -0.00288039 0.0104911
internal_weight=0 744 637 218 163 2213 419 312 245 108 137 2142 2086 2004 509 457 376 1495 1407 1345 107 107
internal_count=2957 744 637 218 163 2213 419 312 245 108 137 2142 2086 2004 509 457 376 1495 1407 1345 107 107
is_linear=0
shrinkage=0.16829


Tree=6080
num_leaves=17
num_cat=0
split_feature=2 16 14 0 10 10 13 13 3 3 4 3 0 13 3 3
split_gain=0.594157 0.290661 0.289912 0.332551 0.232619 0.272648 0.246126 0.262571 0.310571 0.359693 0.220324 0.241936 0.206879 0.165913 0.164023 0.157306
threshold=0.14870000000000003 -0.14239499999999997 -0.24168999999999999 -0.22745499999999999 -1.0000000180025095e-35 -0.083839999999999984 -0.089024999999999979 -0.09219999999999999 -0.087104999999999988 0.31316500000000008 -0.085669999999999982 -0.0066499999999999988 -0.085044999999999996 -0.085349999999999995 0.10021000000000001 0.084670000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 14 5 -5 7 8 -6 -10 12 13 -8 -12 -4 -14
right_child=1 -3 3 4 6 -7 10 -9 9 -11 11 -13 15 -15 -16 -17
leaf_value=0.013608512121055938 0.0020500436315261479 -0.014222324099283753 0.0017136537093087247 0.0059402466584849972 -0.0056431576523542247 -0.010899817746608193 0.017928630640119521 -0.0081647729403648544 0.0093886810067690309 -0.0061712734182684829 0.0097108739625150521 -0.0033081182260584052 0.0058117588187289312 0.0047761711338032949 -0.01131946660973438 0.015018833615741144
leaf_weight=100 55 71 55 52 84 57 67 69 202 53 225 94 266 1396 54 66
leaf_count=100 55 71 55 52 84 57 67 69 202 53 225 94 266 1396 54 66
internal_value=0 -0.00710505 0.00469965 0.00437385 0.00475156 -0.00284954 0.00508079 0.00129081 0.0032207 0.00614761 0.0058114 0.00498048 0.0093784 0.00546223 -0.00472664 0.00764749
internal_weight=0 126 2840 2740 2631 109 2522 408 339 255 2114 1715 399 1621 109 332
internal_count=2966 126 2840 2740 2631 109 2522 408 339 255 2114 1715 399 1621 109 332
is_linear=0
shrinkage=0.16829


Tree=6081
num_leaves=19
num_cat=0
split_feature=2 11 0 0 16 160 160 124 4 4 2 1212 4 16 4 4 48 0
split_gain=0.468102 0.238573 0.381396 0.263232 0.64974 0.305188 0.362422 0.255958 0.262686 0.473723 0.243763 0.197333 0.209026 0.158444 0.148355 0.158662 0.144732 0.054076
threshold=0.25063000000000007 0.078065000000000009 -0.10147999999999999 -0.10114999999999998 -0.0092499999999999978 0.051580000000000008 -0.010749999999999997 -0.048219999999999992 -0.47860499999999995 -0.14088999999999999 0.10573500000000001 0.11367500000000001 -0.090174999999999991 -0.090614999999999987 0.052250000000000012 0.26846000000000009 0.084855000000000014 -0.15184499999999998
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 17 13 -9 -10 -4 12 -11 -5 -8 -16 -7 -1
right_child=-2 2 10 7 -6 16 14 8 9 11 -12 -13 -14 -15 15 -17 -18 -19
leaf_value=0.011397642278682606 -0.012327071899175739 0.018681372139211908 -0.0037495981025728428 0.0045350732664636425 -0.013238504802293806 0.015581586808045689 -0.012118694116317875 0.013996032136855917 -0.0087554346715574358 0.015189504677040057 0.011100263894877156 -0.0034863012140688081 0.0048179906526873784 -0.006655102162150755 0.004907756802273751 -0.0063060393583351301 0.0035517659988141708 0.0038683860480890181
leaf_weight=55 52 77 63 57 88 62 52 82 76 57 62 78 1754 96 61 86 53 55
leaf_count=55 52 77 63 57 88 62 52 82 76 57 62 78 1754 96 61 86 53 55
internal_value=0 0.00377425 0.0093587 0.00335764 -7.57488e-05 0.00265191 -9.6743e-05 0.0041575 0.00465407 0.00426332 0.00360156 0.00478805 0.00514542 -0.00247447 -0.00438753 -0.00164047 0.010053 0.00764935
internal_weight=0 2914 202 2712 512 424 309 2200 2047 1965 125 1889 1811 153 199 147 115 110
internal_count=2966 2914 202 2712 512 424 309 2200 2047 1965 125 1889 1811 153 199 147 115 110
is_linear=0
shrinkage=0.16829


Tree=6082
num_leaves=12
num_cat=0
split_feature=1 14 4 160 0 14 97 13 133 42 3
split_gain=0.476556 0.292238 0.3509 0.230085 0.237907 0.252436 0.205535 0.178183 0.390413 0.13144 0.100314
threshold=0.15559500000000001 -0.24168999999999999 0.50666500000000003 -0.54243999999999992 -0.22745499999999999 0.076450000000000004 -0.049229999999999996 -0.089024999999999979 0.083000000000000018 0.109255 0.10021000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 10 6 -6 8 -8 -9 -5
right_child=-2 3 -4 4 5 -7 7 9 -10 -11 -12
leaf_value=0.021390041060898285 -0.01275424758736979 0.011821341756239796 0.0022516960733295764 5.7948815549531358e-05 -0.0071831543982389225 0.012175555097965619 -0.0027292208616582526 0.003939978687518427 0.011342458180038073 -0.00047507669415017251 -0.010168268507443666
leaf_weight=54 54 79 55 53 59 81 335 1862 67 212 55
leaf_count=54 54 79 55 53 59 81 335 1862 67 212 55
internal_value=0 0.00319498 0.0117496 0.00286168 0.00260118 0.00292118 0.00262477 0.0028592 -0.000379472 0.00348781 -0.00513321
internal_weight=0 2912 109 2803 2724 2616 2535 2476 402 2074 108
internal_count=2966 2912 109 2803 2724 2616 2535 2476 402 2074 108
is_linear=0
shrinkage=0.16829


Tree=6083
num_leaves=18
num_cat=0
split_feature=2 1204 43 3 399 1375 42 4 3 3 12 3 447 133 3 4 12
split_gain=0.279271 0.193045 0.183784 0.396046 0.242256 0.235158 0.47378 0.223838 0.219857 0.311685 0.223151 0.488137 0.190707 0.116621 0.168083 0.134302 0.0585316
threshold=0.25063000000000007 -0.082759999999999986 -0.095964999999999981 -0.037084999999999993 0.089380000000000015 -0.010004999999999998 0.083865000000000009 -0.14345499999999997 -0.12711499999999995 -0.091894999999999991 0.088965000000000002 -0.17010999999999998 0.083830000000000016 0.070495000000000016 -0.10859999999999999 -0.047714999999999987 0.090805000000000011
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 -4 -3 10 -10 -7 -12 -11 14 -9 -16 -15
right_child=-2 2 4 -5 -6 8 -8 13 9 12 11 -13 -14 16 15 -17 -18
leaf_value=0.010021375188620653 -0.0098017126676695071 -0.0061786562704204623 -0.01722252129510982 0.019289204390969126 -0.0080690697792103628 0.00090847076084167296 0.0042414666221249975 0.015680715799997177 -0.0077076973991167712 0.0020808198981511509 0.003246736423618083 0.024678672597175433 0.010688096006327997 0.0054386108215364369 0.010451697030426232 -0.0016182648118703586 -0.0018374921139162202
leaf_weight=97 52 55 52 53 68 82 66 59 90 1863 72 52 76 60 52 52 65
leaf_count=97 52 55 52 53 68 82 66 59 90 1863 72 52 76 60 52 52 65
internal_value=0 0.00263402 0.00237901 0.00574213 0.00182816 0.00211495 -0.00520202 0.00364361 0.00250206 0.00196903 0.00774342 0.0122488 0.00241911 0.00552563 0.00849387 0.00439944 0.00164066
internal_weight=0 2914 2817 396 2421 2353 118 343 2235 2029 206 124 1939 288 163 104 125
internal_count=2966 2914 2817 396 2421 2353 118 343 2235 2029 206 124 1939 288 163 104 125
is_linear=0
shrinkage=0.16829


Tree=6084
num_leaves=28
num_cat=0
split_feature=4 12 13 0 2 4 15 2 49 2 52 4 0 124 13 15 1203 159 13 456 52 13 15 13 12 0 2
split_gain=10.776 4.27187 1.60031 0.886698 0.808788 0.717699 0.794515 0.584575 0.573227 0.543325 0.506397 0.360391 0.303716 0.284454 0.257572 0.236338 0.227424 0.279181 0.313737 0.227844 0.22591 0.211129 0.148602 0.121039 0.119098 0.115492 0.0369883
threshold=0.27998000000000006 0.056995000000000011 -0.0015099999999999998 -0.067969999999999989 0.097005000000000022 -0.15504999999999997 -0.098139999999999991 0.13966500000000001 -0.008624999999999999 0.095565000000000011 -0.0094049999999999984 0.032770000000000001 -0.098064999999999986 -0.0031349999999999993 -0.016319999999999998 -0.090909999999999977 0.084190000000000015 -0.013035 -0.085349999999999995 0.08728000000000001 -0.14757499999999998 0.0048350000000000008 -0.41343999999999997 -0.052124999999999998 0.097610000000000016 -0.064734999999999987 0.085280000000000009
decision_type=2 2 2 2 2 2 2 2 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 11 -4 -7 13 -6 -8 -1 12 -3 -2 -15 -13 17 18 -14 -19 25 23 -16 24 -22 -10 -18
right_child=7 4 5 -5 8 6 9 -9 20 -11 -12 15 16 14 22 -17 26 19 -20 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=0.00058113520617118482 0.00030291158999343448 0.0013466759315059473 0.0011804249042965315 0.00031693883785542339 0.0006470812437510754 0.0011556335191777129 0.00085402728176928785 0.00017784596197133396 0.0012502446715838926 0.00044333210145102174 0.00095844606684873353 0.0011534736472747279 0.0014147414193194168 0.00040506046076948013 0.0007809733415239876 0.00087091139373887704 0.0013542229047081699 0.0010861303667124148 0.0011517310505190261 0.0012702185601214037 0.0008423238506487851 0.0011237042584204746 0.0005314219199759444 0.00078305837419672644 0.0010563723221449427 0.0010508143098112378 0.0012184110548900291
leaf_weight=103 67 82 92 90 52 59 96 91 52 56 63 52 70 74 55 91 53 952 183 82 53 63 52 66 68 95 54
leaf_count=103 67 82 92 90 52 59 96 91 52 56 63 52 70 74 55 91 53 952 183 82 53 63 52 66 68 95 54
internal_value=0 0.00102998 0.000773828 0.000581383 0.0010992 0.000936305 0.000829697 0.000404666 0.000974725 0.00070295 0.000724544 0.0011337 0.00114916 0.000487753 0.00055598 0.000973908 0.00113752 0.00112514 0.00122464 0.00110076 0.00101755 0.00095623 0.000660025 0.000899619 0.000962907 0.0011216 0.00128601
internal_weight=0 2627 559 256 2068 303 211 339 449 152 166 1619 1476 248 181 143 1394 1287 253 1034 397 250 107 187 121 147 107
internal_count=2966 2627 559 256 2068 303 211 339 449 152 166 1619 1476 248 181 143 1394 1287 253 1034 397 250 107 187 121 147 107
is_linear=0
shrinkage=0.0032998


Tree=6085
num_leaves=24
num_cat=0
split_feature=4 3 39 4 133 15 10 52 48 133 4 47 158 14 3 47 4 13 13 48 52 15 51
split_gain=11.3633 3.76691 1.69318 1.52815 0.674216 0.6148 0.614445 0.560078 0.440955 0.656657 0.391967 0.338966 0.331126 0.534565 0.554177 0.304702 0.301913 0.453158 0.284818 0.281469 0.186641 0.108669 0.0988626
threshold=0.31392000000000003 0.28833000000000003 0.085285000000000014 0.028075000000000006 0.086885000000000004 -0.092099999999999987 -1.0000000180025095e-35 -0.023079999999999996 0.082425000000000012 -0.0065299999999999993 0.055765000000000002 0.07906500000000001 0.080045000000000019 0.018455000000000003 -0.054399999999999997 0.077735000000000012 0.42642000000000008 -0.071964999999999987 -0.08008499999999999 0.087730000000000016 -0.082894999999999983 0.086745000000000003 -0.4244949999999999
decision_type=2 2 2 2 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 19 15 -2 -8 12 -10 -7 20 13 14 -1 -5 -9 -18 -12 -4 -11 -14 -20
right_child=6 -3 4 5 -6 10 7 16 9 11 18 -13 21 -15 -16 -17 17 -19 22 -21 -22 -23 -24
leaf_value=0.0012230629017808614 0.00014289144636162843 0.00031860946527936693 0.0011234032208013371 0.00098518244530777918 0.00053178330554960881 0.00060633685620072833 0.0002046011524404205 0.00044341554490036269 0.00076812206847751239 0.001185813999622781 0.00075052281562502823 0.0012931358632862606 0.0012551668784562165 0.00088619968148679457 0.00099274393790233623 0.001298777844403277 0.00050391173448816648 0.00092641459221533349 0.0011346408776126192 0.00078870608249946626 0.00093495265573352582 0.0014573428739858359 0.00092640430025919742
leaf_weight=1365 62 65 58 78 62 57 52 87 64 57 65 101 56 61 126 62 59 53 53 54 81 71 53
leaf_count=1365 62 65 58 78 62 57 52 87 64 57 65 101 56 61 126 62 59 53 53 54 81 71 53
internal_value=0 0.0011037 0.00112391 0.0011472 0.00080913 0.000951427 0.000437851 0.000510569 0.00118353 0.00106665 0.000845115 0.00114644 0.0012046 0.00119117 0.00120362 0.00112431 0.000590344 0.000704161 0.000924502 0.000962346 0.00103882 0.00136847 0.00103085
internal_weight=0 2589 2524 2350 174 368 313 251 1982 303 228 239 1679 1552 1491 140 199 112 171 112 138 127 106
internal_count=2902 2589 2524 2350 174 368 313 251 1982 303 228 239 1679 1552 1491 140 199 112 171 112 138 127 106
is_linear=0
shrinkage=0.0032998


Tree=6086
num_leaves=9
num_cat=0
split_feature=10 1373 10 374 480 4 123 123
split_gain=0.42794 0.275105 0.249983 0.249495 0.215209 0.183269 0.173099 0.166386
threshold=-0.092019999999999977 0.078175000000000008 0.053055000000000012 1.0000000180025095e-35 0.10272000000000002 -0.5109999999999999 0.09394000000000001 0.084280000000000008
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -7
right_child=1 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.0084438989248581883 -0.0055655963087210807 0.014319984624983692 -0.0060057809419840685 0.015614717838671492 0.013365614510787124 0.0039085862214470087 -0.0054987905730458234 0.013285333033943364
leaf_weight=78 59 74 70 53 67 2392 54 55
leaf_count=78 59 74 70 53 67 2392 54 55
internal_value=0 0.00418515 0.00391178 0.00417149 0.00393994 0.00369255 0.00391167 0.00412008
internal_weight=0 2824 2750 2680 2627 2560 2501 2447
internal_count=2902 2824 2750 2680 2627 2560 2501 2447
is_linear=0
shrinkage=0.16829


Tree=6087
num_leaves=17
num_cat=0
split_feature=9 40 151 149 15 151 0 15 0 16 12 12 15 402 1 12
split_gain=0.523824 0.253002 0.252733 0.219036 0.187266 0.190758 0.327235 0.277052 0.426508 0.204932 0.182407 0.145119 0.162475 0.145876 0.127127 0.126273
threshold=0.083710000000000021 -0.094259999999999997 -0.40941499999999992 0.079475000000000004 0.083185000000000023 -0.083134999999999987 -0.08155999999999998 -0.047859999999999993 0.048235000000000007 -0.094469999999999985 0.079335000000000017 0.090455000000000021 0.090165000000000009 -0.020594999999999999 0.088965000000000002 0.092605000000000007
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 10 9 -9 -7 -4 13 -13 -6 -15 -14
right_child=-2 2 3 -5 11 7 -8 8 -10 -11 -12 12 15 14 -16 -17
leaf_value=0.014172104534233908 -0.0089552376493125911 0.014279666915288768 0.010017969103723573 0.012949436677313696 0.012811244618707038 -0.00064697755336422659 0.017254663621474625 -0.0063145985901393534 0.0047304334284820823 0.0045637053461838719 -0.0010042934344162752 0.008579448035473683 -0.0060897212821843898 0.0042829358724337857 0.012719174324217698 0.0022496154163856403
leaf_weight=63 97 59 64 63 88 338 57 287 151 579 126 97 62 413 58 300
leaf_count=63 97 59 64 63 88 338 57 287 151 579 126 97 62 413 58 300
internal_value=0 0.00361891 0.00337579 0.00313534 0.00289867 0.0017627 0.00606528 0.00097706 -0.00250273 0.00264112 0.00269901 0.00468455 0.00246085 0.00650724 0.00532561 0.000816368
internal_weight=0 2805 2742 2683 2620 1602 247 1355 438 917 190 1018 459 559 471 362
internal_count=2902 2805 2742 2683 2620 1602 247 1355 438 917 190 1018 459 559 471 362
is_linear=0
shrinkage=0.16829


Tree=6088
num_leaves=22
num_cat=0
split_feature=4 2 3 12 0 12 2 2 14 3 2 50 150 3 483 1213 4 0 12 42 0
split_gain=9.26909 3.4993 1.58788 0.815665 0.66306 0.655737 0.621727 0.535338 0.520506 0.558946 0.461346 0.465664 0.338035 0.253666 0.223016 0.211252 0.192361 0.309945 0.180955 0.170564 0.121875
threshold=0.31392000000000003 0.14132000000000003 0.11269500000000002 -1.0000000180025095e-35 -0.18713499999999997 0.09253500000000002 -0.007134999999999999 0.092645000000000019 -0.41608999999999996 -0.0024599999999999995 0.08895500000000002 0.083315000000000014 0.083680000000000018 0.25089000000000006 -0.039084999999999988 0.0041950000000000008 0.043640000000000005 -0.069074999999999984 0.098785000000000012 0.090535000000000018 -0.11742499999999999
decision_type=2 2 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 10 -1 -8 -6 -10 14 12 -12 -4 -5 16 17 -7 -18 -16 -9
right_child=4 -3 13 5 8 15 7 20 9 -11 11 -13 -14 -15 19 -17 18 -19 -20 -21 -22
leaf_value=0.00064907905795169769 0.00078931573512663368 0.00043724901969560692 0.00088953249156655803 0.0014174616592077939 0.00065128514325021229 0.0011877659077276146 0.0013277586224285376 0.00080419079526232841 0.00050447957811892595 0.00012406924802667573 0.0011045850426334978 0.0013393379460818506 0.00082307954314626939 0.00056648667828523055 0.0012116908778699196 0.00088478349301732205 0.0010929637438475174 0.0010223243097701221 0.0008458511029482387 0.001350867723254128 0.0010323048809576445
leaf_weight=56 69 83 56 76 75 345 53 53 87 82 281 80 57 52 838 56 77 199 59 114 54
leaf_count=56 69 83 56 76 75 345 53 53 87 82 281 80 57 52 838 56 77 199 59 114 54
internal_value=0 0.00110454 0.00112663 0.00114428 0.000503125 0.0011635 0.000949963 0.00105505 0.00042205 0.00032011 0.00120453 0.0011113 0.00105722 0.000734318 0.00124241 0.00108285 0.0010991 0.00112731 0.00098602 0.00122839 0.000919643
internal_weight=0 2589 2506 2398 313 2182 216 160 244 169 1446 418 338 108 1028 736 680 544 136 952 107
internal_count=2902 2589 2506 2398 313 2182 216 160 244 169 1446 418 338 108 1028 736 680 544 136 952 107
is_linear=0
shrinkage=0.0032998


Tree=6089
num_leaves=25
num_cat=0
split_feature=9 4 160 13 3 160 3 401 403 42 484 42 4 1375 130 49 1213 43 49 133 51 133 52 130
split_gain=0.370436 0.202133 0.315228 0.312383 0.273189 0.296602 0.263939 0.302595 0.288166 0.23988 0.229575 0.412854 0.281566 0.223994 0.217047 0.198218 0.193287 0.19583 0.188377 0.165532 0.191046 0.146319 0.122597 0.0505911
threshold=0.083710000000000021 -0.0034749999999999994 -0.44452499999999995 -0.41895499999999991 0.13772500000000001 -0.077324999999999991 -0.08867499999999999 0.080265000000000017 -0.090449999999999989 0.087885000000000019 0.064395000000000022 0.073240000000000013 -0.42305999999999994 -0.012944999999999998 0.006490000000000001 -0.058504999999999995 -0.072409999999999988 -0.081454999999999986 -0.10164999999999999 0.087120000000000017 -0.023324999999999995 -0.011924999999999998 -0.0014699999999999997 0.09832500000000001
decision_type=2 2 2 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 9 7 8 -1 -5 11 12 -10 -8 15 18 21 -18 -15 20 -7 -17 -21 -16
right_child=-2 2 3 4 -6 19 13 -9 10 -11 -12 -13 -14 14 23 16 17 -19 -20 22 -22 -23 -24 -25
leaf_value=0.012168938134420803 -0.0067448584170865192 0.014360757457280708 0.013667467378644622 -0.011203162877388389 -0.010597323902721556 0.010946527977020781 0.016457107271824447 -0.0082575762428422784 0.0082058849875851717 0.0018272167974707201 -0.0085788609677737142 0.013311502046388656 -0.0049832037553723041 0.004524880765122934 0.01663346885503323 0.00495588177854012 0.0075911324104078939 0.0017597072735756585 0.018149291067535739 -0.0075292567813348551 0.0026534657945267719 0.014867111474845342 0.0017902784377711782 0.0092308356796940196
leaf_weight=84 97 54 53 88 60 100 57 75 67 73 57 81 145 56 53 95 218 653 60 64 374 77 106 55
leaf_count=84 97 54 53 88 60 100 57 75 67 73 57 81 145 56 53 95 218 653 60 64 374 77 106 55
internal_value=0 0.00382702 0.00186221 0.00112504 0.000354468 0.00117298 0.00486793 0.00160617 0.00331488 -0.00528382 0.00118477 0.00309031 -0.000806479 0.00612053 0.00565409 0.00497918 0.00424249 0.0032213 0.0115875 0.00278997 0.00440685 0.00940333 -0.00170768 0.0128802
internal_weight=0 2805 972 918 865 805 1833 509 434 161 350 293 212 1324 1267 1159 1043 871 116 644 474 172 170 108
internal_count=2902 2805 972 918 865 805 1833 509 434 161 350 293 212 1324 1267 1159 1043 871 116 644 474 172 170 108
is_linear=0
shrinkage=0.16829


Tree=6090
num_leaves=29
num_cat=0
split_feature=1 1 12 14 12 12 1 12 0 159 4 4 42 4 42 4 4 0 150 4 12 159 1454 1 133 0 12 0
split_gain=9.63995 1.90457 1.297 1.19053 1.31226 0.999864 0.931213 0.586095 0.684752 0.49704 0.480521 0.478153 0.392388 0.344159 0.298669 0.260029 0.237665 0.29071 0.223858 0.487117 0.196906 0.167368 0.329746 0.267336 0.235586 0.163748 0.11182 0.108294
threshold=0.10575500000000002 0.14195000000000002 0.085075000000000026 0.073890000000000011 0.056995000000000011 0.10595000000000002 0.087545000000000026 0.09253500000000002 -0.016414999999999996 0.081975000000000006 -0.014854999999999998 0.42642000000000008 0.096760000000000013 0.020110000000000006 -0.036704999999999995 -0.045759999999999988 0.41248000000000007 -0.13843999999999998 1.0000000180025095e-35 -0.0072149999999999992 0.096055000000000015 -0.023859999999999996 0.077440000000000023 0.090905000000000014 0.08653000000000001 -0.080499999999999988 0.11395500000000001 -0.072924999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 6 20 14 12 13 10 -2 -3 21 26 -1 -16 -12 -18 19 -8 -4 24 23 -23 -6 -15 27 -9
right_child=1 11 5 -5 7 -7 18 8 -10 -11 16 -13 -14 25 15 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=0.00080873057479369313 0.00089794174589919536 0.00040707334765587868 0.0012266991311509579 0.0014109269023772234 0.0012976424369415896 0.000574033042135791 0.00058934619468637805 0.0010775801013723691 0.00066199845340749104 0.00033211736461053159 0.00039923479077812846 -2.9965894379648926e-05 0.0013856248849781984 0.00073761486728679548 0.0012671109046838882 0.00095696026651712865 0.00081378525603752379 0.000465715774483597 0.00055317031935050987 0.0010200512097059999 0.00094356498773901702 0.0011018768365012568 0.00081713872605130764 0.0008594161693327259 0.0010423129886472629 0.00097865619704195182 0.0012035937732391639 0.00096298830273902028
leaf_weight=52 52 52 53 90 95 70 65 275 67 94 79 57 52 62 60 61 53 53 81 52 58 863 53 54 71 65 53 146
leaf_count=52 52 52 53 90 95 70 65 275 67 94 79 57 52 62 60 61 53 53 81 52 58 863 53 54 71 65 53 146
internal_value=0 0.000574711 0.000659054 0.00103782 0.00102272 0.000883948 0.000843095 0.00105861 0.000979934 0.00053597 0.000616674 0.000178207 0.00110282 0.00101532 0.00102038 0.00111105 0.000537425 0.000640083 0.000688017 0.000781072 0.00107907 0.00108984 0.00107289 0.00108764 0.00118865 0.00086126 0.00105652 0.00103792
internal_weight=0 621 512 2317 2227 181 371 1856 668 331 237 109 1188 601 173 121 185 106 198 117 111 1136 970 917 166 127 474 421
internal_count=2938 621 512 2317 2227 181 371 1856 668 331 237 109 1188 601 173 121 185 106 198 117 111 1136 970 917 166 127 474 421
is_linear=0
shrinkage=0.0032998


Tree=6091
num_leaves=13
num_cat=0
split_feature=0 45 149 11 4 0 1454 480 1455 43 4 4
split_gain=0.340309 0.316088 0.312228 0.199117 0.371449 0.222385 0.172669 0.180274 0.179799 0.126767 0.032537 0.00448307
threshold=0.056895000000000008 1.0000000180025095e-35 0.07770500000000001 0.079225000000000004 -0.15366499999999997 -0.014989999999999998 0.079885000000000012 0.10183000000000002 0.084305000000000005 -0.084114999999999981 -0.44205499999999992 -0.033649999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -8 -2 -11 -5
right_child=9 -3 -4 11 5 -7 8 -9 -10 10 -12 -13
leaf_value=0.014490248319943675 -0.0099604410042609341 0.01707256975527837 0.014787768104387455 -0.0020611628271332127 0.0041596386895537017 -0.0064212529356699188 -0.0090752815150245813 0.01284935058428169 0.0046553811634527324 0.0021532891822288198 -0.0031793801139995545 -0.0043696050584740289
leaf_weight=97 52 56 78 52 2183 58 56 70 52 75 57 52
leaf_count=97 52 56 78 52 2183 58 56 70 52 75 57 52
internal_value=0 0.00454751 0.00428687 0.00397356 0.00427215 0.00386167 0.00411504 0.00443042 -0.00244759 -0.00292212 -0.000135844 -0.00323266
internal_weight=0 2754 2698 2620 2516 2419 2361 2253 108 184 132 104
internal_count=2938 2754 2698 2620 2516 2419 2361 2253 108 184 132 104
is_linear=0
shrinkage=0.16829


Tree=6092
num_leaves=13
num_cat=0
split_feature=14 14 457 14 2 159 402 402 1453 42 484 42
split_gain=0.273043 0.220993 0.19038 0.203768 0.229305 0.221521 0.203327 0.319822 0.215427 0.189134 0.25233 0.222124
threshold=-0.31108499999999994 -0.07279999999999999 0.11596500000000001 0.073890000000000011 0.08647500000000001 -0.40873999999999994 0.10401000000000001 0.085200000000000012 -0.040249999999999987 0.091695000000000013 0.064395000000000022 0.10217500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 7 8 -3 10 -7 -11
right_child=1 2 -4 -5 5 9 -8 -9 -10 11 -12 -13
leaf_value=-0.005886671848577679 0.014557725236052777 -0.0048544182196334617 0.012861337301212628 0.010770007092732681 0.010628103518155076 -0.00097645381231265221 -0.0026985284564675269 0.016849143411644483 0.0053898977281480586 0.009499216634772642 0.0059854722738305046 0.00083466143457932261
leaf_weight=87 52 62 60 99 74 936 93 66 893 150 175 191
leaf_count=87 52 62 60 99 74 936 93 66 893 150 175 191
internal_value=0 0.00367642 0.00347362 0.00326732 0.00298529 0.00164343 0.0048218 0.00550857 0.00472294 0.0011843 0.000118542 0.00465132
internal_weight=0 2851 2799 2739 2640 1526 1114 1021 955 1452 1111 341
internal_count=2938 2851 2799 2739 2640 1526 1114 1021 955 1452 1111 341
is_linear=0
shrinkage=0.16829


Tree=6093
num_leaves=25
num_cat=0
split_feature=4 3 3 3 4 0 16 48 3 0 16 0 4 4 0 0 158 133 4 456 4 50 51 51
split_gain=12.5003 5.50382 2.90005 2.33843 1.20196 0.970566 1.08896 0.830242 0.776678 0.785035 0.761371 0.680441 0.524666 0.501578 0.49036 0.439631 0.298276 0.294376 0.265698 0.189539 0.308931 0.245393 0.0951758 0.0669171
threshold=0.31392000000000003 -0.051469999999999995 0.28833000000000003 -0.0031199999999999995 -0.029404999999999997 -0.036459999999999992 0.08215500000000002 0.086410000000000015 0.3148450000000001 -0.10594499999999998 -0.052894999999999991 -0.14920999999999998 0.024470000000000002 -0.018664999999999998 -0.033754999999999993 -0.037444999999999992 0.078875000000000015 -0.42211999999999994 -0.49911499999999992 0.08728000000000001 -0.013049999999999997 0.098445000000000019 -1.0000000180025095e-35 0.078960000000000016
decision_type=2 2 2 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 14 11 -7 13 9 -2 23 -1 17 -3 -5 -11 22 -13 -8 21 -21 -19 -14 -6
right_child=8 2 -4 4 10 6 18 -9 -10 15 -12 12 16 -15 -16 -17 -18 19 -20 20 -22 -23 -24 -25
leaf_value=0.0015125263854066555 0.00066356124862019942 0.00047880710600394817 9.0635581685658844e-05 0.0015260024355639797 0.0011294136451912744 0.00050948055580231301 0.0012535926579844334 0.00032059440063483439 9.7798700106751907e-06 0.0001405678990187923 0.00060725957007312583 0.0013466549750621457 0.0010125847414393049 0.00088238776776838716 0.0011033976816983081 0.00049745061031565118 0.0011668051366307537 0.0011623935070560719 0.00091723998973805717 0.001468808508155575 0.0011094157359506837 0.0010346853489751463 0.00084478759007918847 0.00095700767539355571
leaf_weight=57 99 52 61 55 55 55 52 78 58 92 73 95 68 97 68 64 79 1178 53 54 53 197 92 53
leaf_count=57 99 52 61 55 55 55 52 78 58 92 73 95 68 97 68 64 79 1178 53 54 53 197 92 53
internal_value=0 0.00105289 0.000772697 0.000850985 0.00104037 0.00113446 0.000886828 0.000597209 0.000355063 0.000433459 0.000868727 0.00115559 0.00114437 0.000741777 0.00129265 0.000287207 0.000999265 0.00116634 0.00108415 0.00115476 0.00129112 0.00114412 0.000916322 0.00104513
internal_weight=0 2625 592 531 304 2033 160 227 313 255 181 1873 1816 149 123 156 239 1577 105 1482 107 1375 160 108
internal_count=2938 2625 592 531 304 2033 160 227 313 255 181 1873 1816 149 123 156 239 1577 105 1482 107 1375 160 108
is_linear=0
shrinkage=0.0032998


Tree=6094
num_leaves=24
num_cat=0
split_feature=1 52 1 1 2 30 150 0 42 14 13 13 2 1447 52 0 124 1 133 52 52 52 13
split_gain=12.9411 2.90084 2.04393 1.04266 1.03355 1.75248 1.02596 0.821254 0.675659 0.547224 0.357565 0.621624 0.339213 0.396864 0.394128 0.351191 0.326917 0.320261 0.216522 0.199411 0.385334 0.161193 0.138075
threshold=0.10575500000000002 -0.34918499999999997 0.14860500000000001 0.09518500000000002 1.0000000180025095e-35 0.085915000000000019 1.0000000180025095e-35 0.060910000000000006 0.073240000000000013 0.073890000000000011 -0.0019149999999999998 0.00085500000000000018 0.090485000000000024 -0.052309999999999988 0.31351000000000001 -0.071749999999999994 -1.0000000180025095e-35 0.084815000000000015 0.11330000000000001 0.081010000000000013 -0.082384999999999986 -0.50196499999999988 -0.23438999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 5 8 19 9 -3 12 16 -12 14 -14 15 18 -6 21 -1 20 -5 -15 -18
right_child=1 2 -4 6 10 -7 -8 -9 -10 -11 11 -13 13 17 -16 -17 22 -19 -20 -21 -22 -23 -24
leaf_value=0.0013696128998955987 0.0013951051002935842 0.00091736097164341881 0.00010652086499447034 0.0013007712524280546 0.00072999456864524881 0.00045006381052863076 0.00069165045322257767 0.00097696696006104727 0.00139233295708837 0.0015965370373227596 0.00091337363685952972 0.00045934588985630816 0.0015378900989414599 0.0014237705264608903 0.0010893437563389982 0.0016133687426068972 0.00053513465442869758 0.0009963278904189239 0.0012185860828519465 0.0013818936146542107 0.000954239766612003 0.0012415034461318237 0.00029460996034340483
leaf_weight=967 69 68 61 76 54 56 55 75 64 82 91 52 53 62 60 61 52 56 121 52 67 530 54
leaf_count=967 69 68 61 76 54 56 55 75 64 82 91 52 53 62 60 61 52 56 121 52 67 530 54
internal_value=0 0.00075673 0.000676869 0.00129329 0.000747655 0.000940233 0.00109119 0.00131772 0.00114792 0.00133053 0.000628051 0.000748519 0.00131909 0.0012606 0.00135297 0.00136671 0.000520163 0.00123786 0.00135285 0.0012037 0.00113866 0.00126065 0.000412936
internal_weight=0 621 552 2317 491 188 250 2067 132 1992 303 143 1910 701 1209 1149 160 648 1088 195 143 592 106
internal_count=2938 621 552 2317 491 188 250 2067 132 1992 303 143 1910 701 1209 1149 160 648 1088 195 143 592 106
is_linear=0
shrinkage=0.0032998


Tree=6095
num_leaves=29
num_cat=0
split_feature=1 1 2 12 15 2 13 123 484 394 13 1 475 13 1 50 1 13 475 1213 1 484 1456 13 15 12 151 15
split_gain=11.4361 1.97853 1.738 1.24927 1.03038 0.669252 0.608214 0.471978 0.338251 0.342333 0.323652 0.318837 0.480943 0.275457 0.274438 0.248767 0.2412 0.194778 0.181754 0.181371 0.165986 0.156533 0.268775 0.153971 0.120019 0.117547 0.0930309 0.0917407
threshold=0.11497000000000002 0.09518500000000002 0.14132000000000003 0.085845000000000019 -0.18498499999999998 0.10745500000000001 -0.0015099999999999998 0.083835000000000007 -0.011809999999999999 0.0016050000000000003 -0.077614999999999976 0.080320000000000016 -0.067819999999999978 0.032645000000000007 0.14039500000000002 0.089430000000000023 0.13042000000000001 -0.069749999999999993 -0.085359999999999978 0.030480000000000004 0.10257000000000001 -0.081694999999999976 0.087805000000000008 -0.087074999999999986 -0.070009999999999975 0.10279500000000001 -0.07299499999999999 -0.0088349999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 6 16 8 7 -3 21 11 -5 18 -13 24 -4 -14 -2 -6 -10 -20 -12 22 23 -1 -7 -26 -8 -25
right_child=2 3 14 10 17 13 26 -9 9 -11 20 12 15 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 27 25 -27 -28 -29
leaf_value=0.0013209135384072278 0.00050561781938602819 0.00024092356943476948 0.00029207777016050066 0.0012013767128858993 0.00059304233474648498 0.00080480245873248209 0.00068825632408017192 0.00066331455216727309 0.0012554490988170566 0.0012849535350779795 0.00079025418651064384 0.00068443602201780215 0.00093979364244825602 0.00066091387048634431 -8.81282640483159e-06 0.0011224683498890597 0.00020937051020220086 0.00082471141183963737 0.0010360036240755447 0.00116323207535394 0.001012873705231062 0.0012764106284780614 0.00090305254905149828 0.0010111237633025579 0.0011025831568223065 0.00089043856857681488 0.00087246110547138222 0.0012021887533268079
leaf_weight=57 52 53 55 59 68 54 52 64 54 63 70 61 242 52 82 127 72 100 842 149 82 97 52 59 60 60 80 59
leaf_count=57 52 53 55 59 68 54 52 64 54 63 70 61 242 52 82 127 72 100 842 149 82 97 52 59 60 60 80 59
internal_value=0 0.00100118 0.000418676 0.000804942 0.00056257 0.0010444 0.000646237 0.000472276 0.00106507 0.00104443 0.000992062 0.00103413 0.000957685 0.000873955 0.000111726 0.00100276 0.000333887 0.00073115 0.00106555 0.00105517 0.000910583 0.00116293 0.00111428 0.00117685 0.00093742 0.000996804 0.000800162 0.00110695
internal_weight=0 2548 429 460 292 2088 249 117 1862 1538 211 1475 430 226 137 369 124 168 1045 991 152 324 227 175 174 120 132 118
internal_count=2977 2548 429 460 292 2088 249 117 1862 1538 211 1475 430 226 137 369 124 168 1045 991 152 324 227 175 174 120 132 118
is_linear=0
shrinkage=0.0032998


Tree=6096
num_leaves=26
num_cat=0
split_feature=15 12 3 12 43 43 147 12 3 0 15 0 43 42 160 48 43 0 3 3 0 0 12 130 12
split_gain=8.85221 4.19621 1.37145 1.28339 1.22792 1.28875 0.952354 0.625465 0.576574 0.484407 0.632862 0.441044 0.372949 0.354824 0.271681 0.244874 0.220268 0.199864 0.198682 0.190485 0.159404 0.149216 0.118193 0.0714885 0.053947
threshold=-0.26361999999999991 0.056995000000000011 0.13772500000000001 0.13332500000000003 -0.031974999999999996 -0.095049999999999982 0.086565000000000017 0.093670000000000017 0.17351000000000003 -0.033754999999999993 -0.030729999999999997 -0.10934999999999999 -0.0048749999999999991 0.10192000000000002 -0.06146999999999999 0.087550000000000017 -0.11366999999999998 -0.097224999999999992 -0.09738999999999999 0.088880000000000015 0.11737000000000002 -0.076384999999999995 0.10859000000000001 0.0016050000000000003 -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
left_child=8 2 4 7 5 -2 9 11 14 10 19 12 -3 16 -1 -7 -13 -9 -18 -6 21 23 -23 -19 -16
right_child=1 3 -4 -5 6 15 -8 17 -10 -11 -12 13 -14 -15 24 -17 18 20 -20 -21 -22 22 -24 -25 -26
leaf_value=0.00084268333724379712 0.0012540639007903997 0.0013570809829749962 0.00068106172381401529 0.00088794216615571589 0.0013662210154747 0.0008246080410018483 0.00081600394374320385 0.0011125167507681992 0.00028152072735664085 0.0010643609340852378 0.0016701004424086528 0.0012303942022114306 0.00098964500971682927 0.001678045411516656 0.00049440381166389422 0.00053434426401027758 0.0015914399473685164 0.0013019494238002227 0.0014018912657857514 0.0011144218349937245 0.0014689028289526145 0.0011945849773038301 0.0013526585256816842 0.0014414587522754159 0.00064905426653017644
leaf_weight=68 73 75 102 67 85 80 52 80 52 69 61 80 52 54 52 54 67 150 1051 57 53 256 70 64 53
leaf_count=68 73 75 102 67 85 80 52 80 52 69 61 80 52 54 52 54 67 150 1051 57 53 256 70 64 53
internal_value=0 0.00126841 0.00103242 0.00133889 0.00109984 0.000900678 0.00122698 0.0013536 0.00058736 0.00130542 0.00138718 0.00139411 0.00120691 0.00141307 0.000679086 0.000707899 0.0014011 0.00127054 0.00141328 0.00126539 0.0012918 0.00127435 0.00122864 0.00134384 0.000572801
internal_weight=0 2752 633 2119 531 207 324 2052 225 272 203 1379 127 1252 173 134 1198 673 1118 142 593 540 326 214 105
internal_count=2977 2752 633 2119 531 207 324 2052 225 272 203 1379 127 1252 173 134 1198 673 1118 142 593 540 326 214 105
is_linear=0
shrinkage=0.0032998


Tree=6097
num_leaves=29
num_cat=0
split_feature=1 1 12 39 1 13 16 0 13 52 1 52 50 16 1429 16 157 0 52 52 12 0 12 49 483 12 12 52
split_gain=75.1855 11.651 7.05237 3.52324 1.87452 1.63038 1.40753 1.16397 0.849702 0.781507 0.765814 0.76054 0.624368 0.517291 0.466471 0.448506 0.442955 0.382962 0.299928 0.509975 0.553117 0.290141 0.274365 0.20802 0.198162 0.194423 0.127885 0.119238
threshold=0.10509 0.13276500000000002 0.085075000000000026 0.055555000000000007 0.09258000000000001 -0.077034999999999978 -0.16956499999999999 -0.076589999999999978 -0.0042049999999999995 -0.22118499999999996 0.083250000000000005 0.008405000000000001 0.083090000000000011 -0.074904999999999985 0.086765000000000009 -0.031234999999999999 -1.0000000180025095e-35 -0.10998999999999999 -0.51296999999999993 -0.068039999999999975 0.092825000000000005 -0.14720499999999997 0.088845000000000021 -0.0073549999999999996 0.088865000000000013 -0.087789999999999993 0.088665000000000008 0.070680000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 6 -5 25 11 10 23 -4 17 -1 15 -7 18 -12 -17 -8 -9 -20 -21 -10 24 -2 -19 -3 -14 -24
right_child=1 5 9 4 -6 13 7 14 21 -11 12 -13 26 -15 -16 16 -18 22 19 20 -22 -23 27 -25 -26 -27 -28 -29
leaf_value=0.0064074953672849369 0.005287759202855174 0.0049039405730242408 0.0068329906204324248 0.0067768549447704361 0.0059829189439950144 0.0050733702573984704 0.0073746198420611281 0.0070265433115429179 0.0057001019574568082 0.0063440080872513909 0.0066028081029476347 0.0068619429499697003 0.0072070085147976871 0.0055359980450288638 0.0071553454865959159 0.0066476566325954006 0.0070292098626650919 0.007131189456547172 0.0065671331940541288 0.0071162768580705863 0.0067711982741558438 0.0060463926049909083 0.0069086289228565871 0.0055713431416366211 0.0068956271683258815 0.0046025434169499517 0.006988992256478371 0.0070525810659072359
leaf_weight=72 52 53 59 71 62 52 53 74 68 103 85 103 67 61 55 53 117 611 99 71 237 53 154 90 52 55 98 197
leaf_count=72 52 53 59 71 62 52 53 74 68 103 85 103 67 61 55 53 117 611 99 71 237 53 154 90 52 55 98 197
internal_value=0 0.0056593 0.00597931 0.00693187 0.00640701 0.00504374 0.00696361 0.00698854 0.0056447 0.00652231 0.00703696 0.00667517 0.00691408 0.00532342 0.00685415 0.00680805 0.00691046 0.0070853 0.00681964 0.00678193 0.00685086 0.00585207 0.00707014 0.00546774 0.00711277 0.00475078 0.00707773 0.00698952
internal_weight=0 646 425 2331 133 221 2198 2023 263 162 1487 175 420 113 536 255 170 1067 481 407 308 121 1014 142 663 108 165 351
internal_count=2977 646 425 2331 133 221 2198 2023 263 162 1487 175 420 113 536 255 170 1067 481 407 308 121 1014 142 663 108 165 351
is_linear=0
shrinkage=0.0032998


Tree=6098
num_leaves=19
num_cat=0
split_feature=3 1 133 3 160 50 51 4 48 52 4 3 394 133 1 16 4 1
split_gain=0.834661 0.368158 0.38049 0.320926 0.272047 0.250525 0.331333 0.393927 0.387776 0.23436 0.197599 0.197285 0.193104 0.145601 0.143124 0.163708 0.103133 0.0924939
threshold=0.31351000000000001 0.09518500000000002 -0.0063799999999999994 -0.12077499999999998 -0.064339999999999994 0.021890000000000003 -0.088764999999999983 -0.067014999999999977 0.11650000000000001 -0.034409999999999989 -0.0051399999999999996 -0.10337499999999998 1.0000000180025095e-35 -0.44221499999999997 0.092695000000000013 -0.14879499999999998 -0.15283499999999997 0.14132000000000003
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 9 10 6 -6 -8 -9 -1 -4 -5 13 -13 15 -15 -11 -2
right_child=17 2 4 11 5 -7 7 8 -10 16 -12 12 -14 14 -16 -17 -18 -19
leaf_value=-0.0025156045952518897 0.0017458460105928791 -0.0015239539866513773 0.024670893610745353 0.023573625646779915 0.015208838990617259 0.016830789577478515 -0.0090973746360763861 0.0038504629410407742 0.019851634968824968 0.015892115940050775 0.011848873373922127 0.019589210121396361 0.022901329398645098 0.0064906939180708187 0.019585084208542634 0.012789374115696266 0.0053251242075946364 -0.0078677304240981592
leaf_weight=60 58 91 53 55 101 82 53 248 52 53 98 91 58 128 81 1507 53 55
leaf_count=60 58 91 53 55 101 82 53 248 52 53 98 91 58 128 81 1507 53 55
internal_value=0 0.011816 0.00868472 0.012983 0.0100396 0.00825532 0.00670249 0.00426357 0.00662999 0.00586492 0.0163612 0.0135975 0.0133023 0.0129932 0.0126424 0.0122974 0.0106256 -0.00291743
internal_weight=0 2864 778 2086 687 536 454 353 300 166 151 1920 1865 1807 1716 1635 106 113
internal_count=2977 2864 778 2086 687 536 454 353 300 166 151 1920 1865 1807 1716 1635 106 113
is_linear=0
shrinkage=0.16829


Tree=6099
num_leaves=14
num_cat=0
split_feature=1 132 12 132 12 34 2 4 2 133 2 4 12
split_gain=0.563209 0.251534 0.329161 0.267916 0.180309 0.219955 0.337031 0.190639 0.176344 0.157803 0.12462 0.102951 0.0525597
threshold=0.13662500000000002 0.084790000000000018 0.080020000000000022 0.0038750000000000004 -0.086254999999999984 -0.027829999999999997 -0.0098549999999999974 -0.50139499999999992 0.093320000000000014 0.091785000000000019 0.15510000000000004 0.057200000000000008 0.090535000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 11 -6 -7 -8 -9 12 -2 -1 -4
right_child=10 2 9 -5 5 6 7 8 -10 -11 -12 -13 -14
leaf_value=0.00092701114605538495 -0.0038937240559661782 -0.0069874802311273628 0.0080774281153166479 0.02156469630309597 0.021092947204370067 -0.0029464971949347738 0.017811516034176349 0.0113249465761254 0.0080318283204110358 0.0019441275506444935 0.0051863814780224475 0.0091951972480317744 0.015522013576253119
leaf_weight=90 98 53 52 60 55 53 100 1442 684 73 76 82 59
leaf_count=90 98 53 52 60 55 53 100 1442 684 73 76 82 59
internal_value=0 0.00993962 0.0046802 0.0104247 0.0101572 0.0105454 0.0102901 0.0106061 0.0102663 0.00805076 6.19739e-05 0.00487927 0.0120506
internal_weight=0 2803 237 2566 2506 2334 2279 2226 2126 184 174 172 111
internal_count=2977 2803 237 2566 2506 2334 2279 2226 2126 184 174 172 111
is_linear=0
shrinkage=0.16829


Tree=6100
num_leaves=17
num_cat=0
split_feature=106 0 13 4 16 13 15 13 475 50 15 475 475 1429 48 16
split_gain=0.258309 0.265738 0.374765 0.49006 0.337619 0.437187 0.275474 0.263948 0.176296 0.164519 0.22191 0.126672 0.263899 0.16097 0.100274 0.310393
threshold=0.085650000000000018 -0.12851999999999997 -0.16392499999999996 0.40318000000000004 -0.0092499999999999978 -0.16140499999999997 -0.040504999999999992 -0.071964999999999987 0.036560000000000002 0.116495 -0.011959999999999998 -0.084944999999999979 -0.08230999999999998 0.083780000000000007 0.092600000000000016 -0.24404999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 8 5 -1 14 -5 9 11 -11 13 -13 -4 15 -7
right_child=-2 2 3 7 -6 6 -8 -9 -10 10 -12 12 -14 -15 -16 -17
leaf_value=-0.0039744715354312551 -0.0030598601932958461 0.02012484452337851 0.010143235807623606 -0.009622746785908496 -0.0048427261271913272 0.013430510489581887 0.018188267111075244 0.0048573688186851136 0.017691588220331917 0.0083741610836907954 -0.0047935768407219668 0.020735688801458541 0.0092669690661187163 -0.00075642849778055296 0.012538725315245962 -0.0034350093162986706
leaf_weight=82 59 81 75 59 90 54 82 90 66 99 57 59 1760 78 53 72
leaf_count=82 59 81 75 59 90 54 82 90 66 99 57 59 1760 78 53 72
internal_value=0 0.00816785 0.00885453 0.00846414 0.00431956 0.00672889 0.0100985 -0.000864311 0.00909848 0.00883112 0.00355136 0.00924787 0.00963995 0.0045748 0.00638257 0.00377881
internal_weight=0 2857 2424 2343 433 343 261 149 2194 2128 156 1972 1819 153 179 126
internal_count=2916 2857 2424 2343 433 343 261 149 2194 2128 156 1972 1819 153 179 126
is_linear=0
shrinkage=0.16829


Tree=6101
num_leaves=37
num_cat=0
split_feature=1 12 2 2 13 1 0 48 1 13 124 16 0 483 16 0 13 51 2 0 12 13 133 1212 12 1 42 13 2 13 0 1 16 16 49 1
split_gain=15.9811 3.39749 3.28535 1.79326 1.09479 1.0031 0.854946 0.604008 0.589618 0.494388 0.71136 0.408968 0.374915 0.41905 0.405541 0.45603 0.339326 0.47146 0.258808 0.275339 0.226846 0.278546 0.274627 0.219204 0.218948 0.211554 0.197779 0.188526 0.228502 0.168884 0.126906 0.116394 0.0786004 0.140718 0.119117 0.0558388
threshold=0.10123500000000001 0.085075000000000026 0.11504500000000002 0.092250000000000013 -0.0050199999999999993 0.088470000000000007 0.10446500000000002 0.084565000000000015 0.11883500000000001 -0.14545999999999995 -0.0031349999999999993 -0.4136149999999999 -0.083694999999999978 -0.070084999999999981 0.066010000000000013 -0.070134999999999989 -0.0015099999999999998 0.046060000000000011 0.08895500000000002 -0.086274999999999977 0.093065000000000009 -1.0000000180025095e-35 0.052120000000000007 0.040035000000000008 0.085585000000000008 0.10956 0.087765000000000024 0.0040450000000000009 0.084275000000000003 -0.057284999999999996 -0.13619499999999998 0.081905000000000019 -0.08909499999999998 -0.067654999999999979 0.059130000000000009 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 2 2 2
left_child=3 4 8 12 9 6 20 11 25 30 29 -6 13 -1 15 26 18 31 19 23 21 22 -5 -15 -21 -3 27 28 -14 -11 -2 -18 -22 -34 -35 -28
right_child=1 2 -4 5 7 -7 -8 -9 -10 10 -12 -13 14 16 -16 -17 17 -19 -20 24 32 -23 -24 -25 -26 -27 35 -29 -30 -31 -32 -33 33 34 -36 -37
leaf_value=0.0017539563047594166 0.00055455374780447226 0.0013216646260500737 0.00046513851107927594 0.0011749346003782379 0.00089648845698589474 0.00090031727614511164 0.00089175948361258986 0.0010991109339215743 0.0010273939233556289 0.00066202976600090958 6.3318468066676393e-05 0.00051006534792363855 0.0015898673888059998 0.0015348502761474 0.0015640609600069363 0.0010372878204181753 0.0015589361067608531 0.0010563303863863999 0.0013138266934034119 0.0012938188899950861 0.0011533912970743154 0.0016102390736686878 0.0014493418050899661 0.0017710301300648695 0.001521393249545513 0.0015911751529677064 0.00131692691341187 0.0012824976167310257 0.0013715072198096543 0.00040926658398668717 0.00078466440113669615 0.0013305471547526832 0.0014194669481666438 0.0011703864423775233 0.0013392437202806846 0.0011793392022126808
leaf_weight=56 53 91 68 72 57 90 58 60 60 55 52 64 95 322 98 53 52 52 83 93 67 53 95 52 99 52 98 91 127 63 55 53 68 117 83 59
leaf_count=56 53 91 68 72 57 90 58 60 60 55 52 64 95 322 98 53 52 52 83 93 67 53 95 52 99 52 98 91 127 63 55 53 68 117 83 59
internal_value=0 0.000800548 0.00109369 0.00136458 0.000627393 0.00122696 0.00127486 0.00082741 0.00130407 0.000497039 0.000385638 0.000692391 0.0014298 0.00147485 0.0013672 0.00133025 0.00145542 0.00131582 0.00148913 0.00151478 0.00131483 0.00139862 0.00133125 0.00156778 0.00141135 0.00141991 0.00136321 0.00141213 0.00146511 0.000527378 0.000672066 0.00144399 0.0012597 0.00128614 0.00124064 0.00126545
internal_weight=0 730 271 2186 459 703 613 181 203 278 170 121 1483 862 621 523 806 157 649 566 555 220 167 374 192 143 470 313 222 118 108 105 335 268 200 157
internal_count=2916 730 271 2186 459 703 613 181 203 278 170 121 1483 862 621 523 806 157 649 566 555 220 167 374 192 143 470 313 222 118 108 105 335 268 200 157
is_linear=0
shrinkage=0.0032998


Tree=6102
num_leaves=33
num_cat=0
split_feature=1 52 3 3 39 47 1 49 3 3 49 16 13 16 132 13 43 43 1213 43 52 13 47 48 160 157 52 3 52 131 128 16
split_gain=18.2503 3.30216 1.70906 1.55073 1.02842 0.633221 0.516849 0.500838 0.612212 0.475016 0.472268 0.589139 0.333891 0.380019 0.390696 0.300734 0.262865 0.543188 0.268941 0.17253 0.167253 0.370801 0.165517 0.233548 0.164916 0.145042 0.215377 0.200067 0.111036 0.1103 0.126162 0.043075
threshold=0.10575500000000002 -0.40011499999999994 0.3148450000000001 -0.07249499999999999 0.087735000000000021 0.10364500000000001 0.095920000000000019 -0.046739999999999997 -0.088584999999999983 -0.010434999999999998 -0.050304999999999996 -0.0024749999999999993 -0.085414999999999991 -0.071129999999999985 0.081055000000000016 -0.0019149999999999998 -0.0058299999999999992 -0.025879999999999997 -0.0057349999999999996 -0.064179999999999987 -0.54340999999999984 0.032645000000000007 0.077735000000000012 0.084565000000000015 -0.13024499999999997 -0.028954999999999998 0.099570000000000006 -0.014254999999999999 -0.018094999999999997 0.099470000000000017 0.088595000000000021 -0.08151499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 5 10 22 8 -1 -6 -3 15 16 24 20 -12 17 28 -18 -8 -15 -22 23 25 -14 -5 27 -27 -9 30 -26 -31
right_child=1 2 -4 6 9 -7 19 12 -10 -11 11 -13 13 14 -16 -17 18 -19 -20 -21 21 -23 -24 -25 29 26 -28 -29 -30 31 -32 -33
leaf_value=0.00099542658288087897 0.0014678509792207034 0.00099174389613563814 0.00023610131845890468 0.0011566027956197856 0.00070541862336400579 0.0010936492819446308 0.00090488496796657279 0.001598162373138329 0.0014388666739749529 0.00033994984934338483 0.00062296112362914891 0.00037587673327185885 0.0013007093006755491 0.0015517402855503826 0.0011002353678385601 0.0009742681174214322 0.0012905365117567202 0.0018737308019109074 0.0015694213643674614 0.0011551139729091722 0.0014131957751721904 0.0011778231561079967 0.0014451442476714419 0.0010979325497121155 0.0015533406815251367 0.001280206842390475 0.0011955450416324207 0.0015191394475675463 0.001429875154765839 0.0013270624589147553 0.0013947315455841885 0.0014734669379096684
leaf_weight=62 62 68 86 62 78 86 55 90 77 78 53 53 52 65 57 55 81 61 75 72 395 92 65 79 345 73 78 88 96 52 71 54
leaf_count=62 62 68 86 62 78 86 55 90 77 78 53 53 52 65 57 55 81 61 75 72 395 92 65 79 345 73 78 88 96 52 71 54
internal_value=0 0.000744988 0.000664463 0.00138353 0.000742602 0.00085129 0.00123419 0.00143302 0.00124133 0.00052291 0.00076012 0.000662072 0.0014498 0.00142145 0.00136331 0.000802194 0.00153296 0.0016011 0.00142484 0.00104702 0.00139041 0.0013688 0.00128752 0.00126047 0.00148307 0.00130301 0.00134085 0.00141102 0.00151149 0.00150117 0.00152636 0.00140198
internal_weight=0 619 557 2297 471 315 572 1725 139 156 229 161 1586 1183 609 108 403 247 156 127 552 487 445 380 574 301 239 161 186 522 416 106
internal_count=2916 619 557 2297 471 315 572 1725 139 156 229 161 1586 1183 609 108 403 247 156 127 552 487 445 380 574 301 239 161 186 522 416 106
is_linear=0
shrinkage=0.0032998


Tree=6103
num_leaves=33
num_cat=0
split_feature=12 2 15 2 12 2 52 52 2 15 16 43 133 52 41 12 16 12 42 12 16 52 16 484 42 15 2 12 42 16 393 2
split_gain=12.6403 3.70832 3.03431 2.26168 1.23616 1.22577 1.278 0.885257 0.769571 0.68268 0.607644 0.591924 0.566924 0.498242 0.462137 0.40965 0.371297 0.332775 0.324601 0.300394 0.300256 0.400363 0.260831 0.258847 0.238853 0.218725 0.202484 0.277807 0.201033 0.173994 0.133084 0.0511189
threshold=0.056995000000000011 0.13501500000000002 -0.26361999999999991 0.10859000000000001 0.093740000000000004 0.072175000000000017 0.048535000000000002 -0.0064899999999999992 0.08895500000000002 -0.034094999999999993 -0.24404999999999996 -0.0068849999999999996 0.084675000000000014 0.056265000000000009 1.0000000180025095e-35 -0.083979999999999985 -0.071129999999999985 0.089485000000000023 -0.097789999999999988 0.083785000000000012 -0.066844999999999988 -0.54340999999999984 -0.50318999999999992 0.062285000000000007 0.094010000000000024 -0.013439999999999999 0.10179000000000001 0.087065000000000017 0.10254000000000001 -0.088824999999999987 0.087665000000000007 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 2 2 2 2 2 2 2 2 2
left_child=2 4 13 5 8 12 7 9 14 -7 -6 26 -4 15 19 -1 22 -13 -12 -2 28 -22 -5 30 -23 -25 27 -10 29 -20 -21 -29
right_child=1 -3 3 16 10 6 -8 -9 11 -11 18 17 -14 -15 -16 -17 -18 -19 20 23 21 24 -24 25 -26 -27 -28 31 -30 -31 -32 -33
leaf_value=0.00023083803404199351 0.0017231138251253622 0.00068934461939708564 0.0011144973707259205 0.00071039073227972382 0.0010362247945267032 0.0011068376051427914 0.0017625104865881648 0.0008242401740725017 0.0017009671494000048 0.0015264337647731599 0.0016010056617106782 0.00098418397376032174 0.00065973907779974593 0.00081361681183309844 0.0018655964863675269 0.0006135354714583047 0.00059832050421737863 0.0013533766063535081 0.0013638619576323977 0.0015320171273133806 0.0015442879108575286 0.0011240309936335936 0.0010273666404487394 0.0015141766241284897 0.0013179914966037849 0.0012110171966167398 0.0013051751336759403 0.001351353815292542 0.0012924634446165103 0.001610375466339677 0.0017117109928585445 0.0014864984816802152
leaf_weight=54 93 72 70 52 67 85 56 52 64 86 61 52 53 61 52 71 85 57 53 669 55 126 65 56 165 52 69 56 67 87 52 101
leaf_count=54 93 72 70 52 67 85 56 52 64 86 61 52 53 61 52 71 85 57 53 669 55 126 65 56 165 52 69 56 67 87 52 101
internal_value=0 0.00142636 0.000937364 0.00105092 0.00145218 0.00119421 0.00131549 0.00120307 0.00150939 0.00131807 0.00133678 0.00138653 0.000918831 0.000568427 0.00155968 0.000448492 0.000765578 0.00117757 0.00136952 0.00154239 0.00134393 0.00128353 0.00088679 0.00152208 0.00123413 0.00136854 0.00146495 0.00151468 0.0014447 0.0015173 0.00154503 0.00143852
internal_weight=0 2126 790 604 2054 402 279 223 1373 171 681 399 123 186 974 125 202 109 614 922 553 346 117 829 291 108 290 221 207 140 721 157
internal_count=2916 2126 790 604 2054 402 279 223 1373 171 681 399 123 186 974 125 202 109 614 922 553 346 117 829 291 108 290 221 207 140 721 157
is_linear=0
shrinkage=0.0032998


Tree=6104
num_leaves=31
num_cat=0
split_feature=1 3 3 1 457 2 2 16 2 2 2 0 11 0 0 0 51 16 16 0 3 403 13 133 133 42 0 2 42 3
split_gain=12.7953 2.59288 1.25631 1.04364 1.25069 1.0203 0.851185 0.6389 0.5786 0.538468 0.523714 0.752089 0.47368 0.818362 0.336912 0.403869 0.42983 0.305188 0.21911 0.38144 0.212258 0.210077 0.3295 0.210062 0.179961 0.142827 0.0988402 0.064355 0.118916 0.0598626
threshold=0.10575500000000002 -0.055389999999999988 0.3148450000000001 0.086005000000000012 0.048350000000000011 0.14290000000000003 -1.0000000180025095e-35 0.062500000000000014 0.10979000000000001 0.10656 0.098500000000000018 -0.021574999999999997 0.084475000000000008 -0.099704999999999974 -0.024974999999999997 -0.082454999999999987 0.108005 -0.071129999999999985 -0.15693499999999996 -0.11656999999999999 -0.012814999999999998 -0.072664999999999993 -0.077799999999999994 0.099765000000000006 0.077945 -0.0047199999999999994 -0.075624999999999984 0.088665000000000008 -0.086849999999999997 -0.085674999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 5 10 12 6 -3 9 -8 -2 14 23 13 -5 15 16 18 -10 -1 -20 21 -15 -23 24 25 -12 27 28 -17 -29
right_child=1 2 -4 4 -6 -7 8 -9 17 -11 11 -13 -14 20 -16 26 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0015323302641320011 0.0010746389968160107 0.00042285322993136339 0.00018944727886197044 0.00085421735526405287 0.00077041896775176385 0.00022653261249922695 0.0011372036851509382 0.0011987719775360367 0.00086218906884514396 0.00063906479229912849 0.0013034014583668371 0.00080738572251101216 0.0014704851778847741 0.0013176333319941161 0.0015499674565848049 0.0012593204072845394 0.0010533422736293454 0.00054044716100702498 0.0010939990526488866 0.0013635984238866499 0.0014018093044654704 0.0012564964248965374 0.0010182010055715604 0.0010847873729383207 0.001427832422235029 0.0010942424320872655 0.0010890946924093574 0.0013634747609706172 0.0010509140826812694 0.0012247532044974776
leaf_weight=74 57 73 86 85 94 54 53 93 78 69 95 54 57 93 63 79 55 56 64 673 57 123 136 81 69 62 69 64 53 97
leaf_count=74 57 73 86 85 94 54 53 93 78 69 95 54 57 93 63 79 55 56 64 673 57 123 136 81 69 62 69 64 53 97
internal_value=0 0.000701613 0.000543393 0.00123631 0.00112329 0.000640222 0.000726006 0.000990439 0.000844161 0.00083639 0.00128041 0.0011684 0.00118343 0.00115024 0.0013117 0.00129945 0.00133851 0.000727993 0.00135781 0.00134023 0.00121167 0.00118078 0.0011315 0.00123179 0.00128432 0.00122103 0.0012059 0.00123329 0.00117591 0.00128012
internal_weight=0 619 400 2297 645 314 260 219 187 126 1652 361 551 494 1291 1228 866 134 811 737 409 352 259 307 226 157 362 293 132 161
internal_count=2916 619 400 2297 645 314 260 219 187 126 1652 361 551 494 1291 1228 866 134 811 737 409 352 259 307 226 157 362 293 132 161
is_linear=0
shrinkage=0.0032998


Tree=6105
num_leaves=26
num_cat=0
split_feature=1 1 3 1 3 3 51 13 16 4 3 43 13 157 48 1447 42 4 13 52 16 1 3 1429 3
split_gain=39.2812 7.59299 4.05293 3.02098 2.21302 1.37262 1.29803 1.29593 1.05437 1.04999 0.81345 0.605265 0.588373 0.487013 0.736444 0.640424 0.515272 0.448358 0.434308 0.42316 0.782698 0.422788 0.242794 0.207082 0.20299
threshold=0.10661000000000002 0.13130500000000003 -0.039864999999999991 0.094260000000000024 -0.047774999999999991 0.088880000000000015 -0.26625499999999996 -0.071564999999999976 -0.076439999999999994 0.26546000000000003 -0.0031199999999999995 -0.049364999999999992 0.056735000000000001 -0.077834999999999988 0.092150000000000024 -0.085644999999999985 0.084645000000000012 -0.013359999999999999 -0.082279999999999978 -1.0000000180025095e-35 -0.077879999999999991 0.14228000000000005 0.12478500000000002 0.083810000000000009 -0.082974999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 5 24 6 -1 21 -2 -9 -6 -4 13 16 15 -15 23 -10 -16 -14 -21 -3 -13 -8 -5
right_child=1 7 11 4 10 -7 12 9 17 -11 -12 22 19 14 18 -17 -18 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.0011469486166428707 0.00089311851926536609 5.1338249903341275e-05 0.000333437148252107 0.0013474199278605513 0.00059048095908759092 0.0011987533610978774 0.0017806545141487947 0.00070051351046198317 0.0016404867945293542 6.5548511453818509e-05 0.0011178615589895931 0.0008741300293117107 0.0016677352327563175 0.0019848802341963967 0.0016031318001042405 0.0016601196757645262 0.0013125920895993726 0.0012183470831676811 0.0011803054338177508 0.0015285879930151756 0.0010262286574150451 -0.00034537260429476992 0.00055805093611346413 0.0014922174912407986 0.0015821510571177001
leaf_weight=68 60 65 82 78 54 100 58 54 58 60 79 52 68 71 54 1269 101 54 54 96 53 53 56 56 91
leaf_count=68 60 65 82 78 54 100 58 54 58 60 79 52 68 71 54 1269 101 54 54 96 53 53 56 56 91
internal_value=0 0.00058184 0.000880524 0.00153172 0.0012231 0.00157721 0.00159662 0.000115638 0.00124765 0.00036663 0.000904002 0.000547989 0.00161287 0.00163412 0.0016561 0.00167735 0.00148597 0.00143727 0.00139204 0.00144982 0.00135013 -0.000126547 0.000710563 0.00163928 0.00147402
internal_weight=0 594 362 2350 302 2048 1948 232 172 114 133 190 1880 1663 1448 1340 215 112 108 217 149 118 108 114 169
internal_count=2944 594 362 2350 302 2048 1948 232 172 114 133 190 1880 1663 1448 1340 215 112 108 217 149 118 108 114 169
is_linear=0
shrinkage=0.0032998


Tree=6106
num_leaves=27
num_cat=0
split_feature=1 1 12 1 12 0 4 4 52 52 12 43 43 1 4 0 4 157 4 52 39 0 43 12 3 12
split_gain=26.5697 4.49647 3.20901 2.7435 1.30024 1.16373 0.982163 0.830308 0.609345 0.919099 0.515863 0.532161 0.515315 0.510381 0.504476 0.37663 0.332515 0.324274 0.275385 0.264436 0.235477 0.222735 0.165083 0.146368 0.134064 0.0933137
threshold=0.10661000000000002 0.13130500000000003 0.085075000000000026 0.09518500000000002 -1.0000000180025095e-35 0.056895000000000008 0.27998000000000006 0.0060300000000000015 0.023800000000000005 -0.060344999999999996 0.087745000000000004 -0.09361499999999999 -0.08076499999999999 0.088965000000000002 -0.013359999999999999 -0.13165999999999997 -0.023394999999999996 -0.081889999999999991 0.10516000000000002 1.0000000180025095e-35 0.088850000000000026 -0.084044999999999995 -0.13915999999999998 0.092605000000000007 -0.087359999999999979 0.088795000000000013
decision_type=2 2 2 2 2 2 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 -3 10 9 -6 11 -1 -2 16 -4 -9 -13 -12 -14 23 -8 24 -23 -17 -19 -21
right_child=1 6 14 4 8 -7 20 15 -10 -11 17 13 18 -15 -16 19 -18 21 -20 25 -22 22 -24 -25 -26 -27
leaf_value=0.0019507909888428409 0.00048464110581857738 0.00069269695577172741 0.0016514577681813155 0.00081624511455246815 0.0015007019734128986 0.0012192283666744861 0.00012467738387965225 0.0016926013659190229 0.0016763572745587987 0.00099634074268051742 0.0013778294631947466 0.001776742175207155 0.00070029210962698038 0.0013669849197780986 0.0012452667097551046 0.0014356993535266755 0.0016250460103871634 0.0015708593842415459 0.00097723453256010973 0.0016529996828496998 0.00039672390016374582 0.0014540827169830539 0.001609764798857766 0.0012349850498152633 0.0017703387459284822 0.0014602940659978619
leaf_weight=95 55 92 54 58 87 81 74 75 55 73 69 370 71 52 91 88 290 55 91 54 66 95 461 80 143 69
leaf_count=95 55 92 54 58 87 81 74 75 55 73 69 370 71 52 91 88 290 55 91 54 66 95 461 80 143 69
internal_value=0 0.00078651 0.00101642 0.00156777 0.0012562 0.00160871 0.000427623 0.0016245 0.00137472 0.00127081 0.00165657 0.00171645 0.000762096 0.00168513 0.00139678 0.00148155 0.00171014 0.00159782 0.000856076 0.00142704 0.00025318 0.00161791 0.00158323 0.00134033 0.00171511 0.00154518
internal_weight=0 594 362 2350 273 2077 232 1996 215 160 1630 807 217 712 145 366 660 823 162 291 140 754 556 168 198 123
internal_count=2944 594 362 2350 273 2077 232 1996 215 160 1630 807 217 712 145 366 660 823 162 291 140 754 556 168 198 123
is_linear=0
shrinkage=0.0032998


Tree=6107
num_leaves=16
num_cat=0
split_feature=3 30 43 1456 43 158 41 39 3 52 51 158 52 52 403
split_gain=0.410214 0.417083 0.163209 0.219454 0.325779 0.231672 0.197353 0.304451 0.231206 0.293565 0.290669 0.211584 0.139999 0.261256 0.0825741
threshold=0.3148450000000001 0.086220000000000019 -0.084629999999999997 0.056325000000000007 -0.086874999999999994 0.083065000000000014 0.085175000000000015 0.094095000000000026 -0.17010999999999998 -0.54752499999999993 -0.26677999999999996 0.11096500000000001 0.081945000000000018 -0.23047999999999999 -0.038454999999999996
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 7 8 9 -4 -10 -12 13 -1 -14
right_child=-2 -3 6 -5 -6 -7 -8 -9 10 -11 11 -13 14 -15 -16
leaf_value=0.015906535865007225 0.00096401664069246961 -0.00059411345712973539 0.014974992548882465 0.019427033662335523 -0.0027028742472528554 0.019857233223342683 0.022143617077523874 0.00075443805175032003 0.0036240464490518197 -0.0024018304318418698 0.013985544301511953 0.023596102260178459 0.0084278143447262168 0.0044960288327278485 0.016364531677717491
leaf_weight=75 92 68 53 69 57 68 72 55 75 57 1736 68 61 238 100
leaf_count=75 92 68 53 69 57 68 72 55 75 57 1736 68 61 238 100
internal_value=0 0.0124026 0.0127207 0.0104154 0.00937431 0.0106477 0.0134476 0.0131404 0.013482 0.00595431 0.0139217 0.0143488 0.00932275 0.00723592 0.0133686
internal_weight=0 2852 2784 668 599 542 2116 2044 1989 110 1879 1804 474 313 161
internal_count=2944 2852 2784 668 599 542 2116 2044 1989 110 1879 1804 474 313 161
is_linear=0
shrinkage=0.16829


Tree=6108
num_leaves=17
num_cat=0
split_feature=150 2 3 106 156 3 393 3 1429 12 3 156 1447 150 133 1
split_gain=0.463732 0.336324 0.320074 0.299262 0.192716 0.179946 0.158695 0.131786 0.122792 0.195234 0.326361 0.188399 0.166956 0.121428 0.101366 0.0410202
threshold=0.089155000000000012 0.13226500000000005 -0.031895 0.085650000000000018 0.087610000000000007 -0.081914999999999988 0.10760500000000002 -0.24175499999999997 0.026145000000000005 0.083815000000000014 0.11878500000000002 0.086860000000000007 -0.084999999999999978 0.11819500000000001 0.087045000000000025 0.13501500000000002
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 -2 7 -1 9 10 -9 14 -11 -7 -10 -4
right_child=4 2 15 -5 -6 13 -8 8 11 12 -12 -13 -14 -15 -16 -17
leaf_value=0.0035009815482326787 -0.0078273115923224723 0.013630496410802351 0.0025525613960227949 -0.0012662647344933696 0.010436892365543505 0.0078571221276533664 0.0023359094534159078 0.01681406935023173 0.015411315739143193 0.0034527948263375239 0.0041708755944494759 5.1690368159580399e-05 0.011725089164811566 -0.0021849005467239157 0.006322967856200061 -0.0036050651666395348
leaf_weight=55 53 63 52 53 78 82 53 441 77 73 67 61 1539 58 65 74
leaf_count=55 53 63 52 53 78 82 53 441 77 73 67 61 1539 58 65 74
internal_value=0 0.0106923 0.00383428 0.0112134 0.00337636 0.00051357 0.0114862 0.0116894 0.0118825 0.0122626 0.0151501 0.0079035 0.0113516 0.00368402 0.0112638 -0.00104956
internal_weight=0 2673 189 2484 271 193 2431 2378 2323 2120 508 203 1612 140 142 126
internal_count=2944 2673 189 2484 271 193 2431 2378 2323 2120 508 203 1612 140 142 126
is_linear=0
shrinkage=0.16829


Tree=6109
num_leaves=12
num_cat=0
split_feature=9 13 48 48 3 151 393 16 48 48 13
split_gain=0.251689 0.352566 0.282191 0.323892 0.230582 0.166041 0.150137 0.305609 0.158188 0.349757 0.160814
threshold=-1.0000000180025095e-35 -0.077034999999999978 -0.089974999999999986 -0.079424999999999982 0.35004500000000011 0.095500000000000015 0.086300000000000016 -0.085644999999999985 0.091125000000000025 0.096245000000000011 0.056735000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 8 -8 10 -10 -5
right_child=2 -3 3 4 -6 -7 7 -9 9 -11 -12
leaf_value=0.010000555720704843 0.019882022763848695 -0.0095958351281672256 -0.0045041767780152351 0.010429222899232839 -0.0022246282594316699 0.00061882451524669017 0.01135236018316785 -0.006087490527564572 -0.0052772897909201021 0.0086338016306991196 0.0061551794246900273
leaf_weight=52 62 52 54 1881 54 68 60 54 64 253 290
leaf_count=52 62 52 54 1881 54 68 60 54 64 253 290
internal_value=0 0.000185085 0.0086319 0.00838017 0.00863625 0.00885658 0.00907117 0.00307562 0.00934517 0.00581959 0.00985913
internal_weight=0 104 2840 2778 2724 2670 2602 114 2488 317 2171
internal_count=2944 104 2840 2778 2724 2670 2602 114 2488 317 2171
is_linear=0
shrinkage=0.16829


Tree=6110
num_leaves=18
num_cat=0
split_feature=4 3 123 14 14 12 475 2 4 3 2 2 3 4 12 160 3
split_gain=10.5711 4.01118 2.52351 1.09564 0.95775 0.881312 0.653896 0.623879 0.57134 0.806192 0.538976 0.428121 0.350196 0.24125 0.326098 0.23841 0.0411619
threshold=0.27998000000000006 0.28833000000000003 1.0000000180025095e-35 0.073890000000000011 -1.0000000180025095e-35 0.056995000000000011 -0.058009999999999992 -1.0000000180025095e-35 -0.00076499999999999995 0.018975000000000002 0.08647500000000001 0.12336000000000001 -0.23936999999999997 0.51074000000000008 1.0000000180025095e-35 -0.53327999999999987 0.11269500000000002
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 -2 6 -1 -4 9 -8 -10 12 -7 14 16 -14 -6
right_child=4 -3 7 -5 13 11 8 -9 10 -11 -12 -13 15 -15 -16 -17 -18
leaf_value=0.00057605303465628455 0.00071007378214929789 0.00024835328550427526 0.00034575312642421481 0.0014383670055626331 0.00026370329403607045 0.0013529757574540465 0.00051225239976739338 0.00079943410530512586 0.0013898617447590403 0.0010442669191489441 0.0009533899738281787 0.0008503364597094266 0.00092176208711331321 0.00044776013909002174 9.7339941440363015e-06 0.0011063449056243381 0.00039710126765086856
leaf_weight=54 84 68 52 93 54 62 54 92 53 74 76 75 82 80 52 1820 52
leaf_count=54 84 68 52 93 54 62 54 92 53 74 76 75 82 80 52 1820 52
internal_value=0 0.00104014 0.00106094 0.00108598 0.000406843 0.00107202 0.000907735 0.00063585 0.000977289 0.000820099 0.00113299 0.00109706 0.00110646 0.000299672 0.000224468 0.00109841 0.000329476
internal_weight=0 2655 2587 2443 322 2350 311 144 257 128 129 2039 1964 238 158 1902 106
internal_count=2977 2655 2587 2443 322 2350 311 144 257 128 129 2039 1964 238 158 1902 106
is_linear=0
shrinkage=0.0032998


Tree=6111
num_leaves=24
num_cat=0
split_feature=12 2 2 2 0 0 47 2 12 0 0 40 0 2 12 0 475 481 12 49 2 1212 43
split_gain=8.0425 3.1051 2.063 1.71365 0.82451 0.77728 0.62357 0.503073 0.458295 0.364414 0.348536 0.295506 0.292841 0.267879 0.313408 0.266323 0.244924 0.267288 0.327837 0.177658 0.156572 0.149347 0.1489
threshold=0.056995000000000011 0.13388500000000003 0.11621000000000002 -0.0098549999999999974 -0.07385499999999999 -0.072624999999999981 0.10783500000000001 0.092250000000000013 0.092085000000000014 0.11160500000000002 -0.048199999999999993 -0.0020749999999999996 -0.073104999999999989 0.14808000000000002 -0.063029999999999989 -0.14820499999999998 -0.086279999999999982 -0.087424999999999989 0.083785000000000012 0.096960000000000005 0.098180000000000003 0.097595000000000015 -0.066289999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 -1 7 8 15 12 10 19 -9 16 14 -4 -5 -2 -18 -19 21 -7 -10 -21
right_child=1 -3 13 5 -6 20 -8 11 9 -11 -12 -13 -14 -15 -16 -17 17 18 -20 22 -22 -23 -24
leaf_value=0.00077183292763699019 0.00087759282822157808 0.00037398706387818675 0.00064916345770808423 0.0010708900772230454 0.00024649301609670895 0.0012268108330880049 0.00080795820369972658 0.00082329543669460022 0.0010137832492571456 0.0012403132767582121 0.0007276649829881408 0.00053420216489468526 0.0013161920558139118 0.00024430431642632181 0.00035980056312952724 0.00076008861690235084 0.00088764223661565915 0.0013208144921810641 0.0011068727767108745 0.00076049940109951708 0.00097381585477315823 0.0011732067790960359 0.00099681245713760763
leaf_weight=53 52 74 69 73 85 60 101 69 468 71 52 90 76 80 102 53 56 87 953 53 52 78 70
leaf_count=53 52 74 69 73 85 60 101 69 468 71 52 90 76 80 102 53 56 87 953 53 52 78 70
internal_value=0 0.00103915 0.000649924 0.000765791 0.000448509 0.000875991 0.00106239 0.000784038 0.00107511 0.00101278 0.000990324 0.000659879 0.00111542 0.000402816 0.000476767 0.000940436 0.0011021 0.00111272 0.0011248 0.00101069 0.00110966 0.00103662 0.000895273
internal_weight=0 2191 786 535 138 397 2117 285 2016 792 721 159 1224 251 171 126 1148 1096 1040 669 112 546 123
internal_count=2977 2191 786 535 138 397 2117 285 2016 792 721 159 1224 251 171 126 1148 1096 1040 669 112 546 123
is_linear=0
shrinkage=0.0032998


Tree=6112
num_leaves=19
num_cat=0
split_feature=30 51 2 483 52 2 2 0 1429 48 3 3 16 16 48 16 16 0
split_gain=0.27899 0.21129 0.292618 0.250347 0.30576 0.216734 0.26952 0.396892 0.243577 0.20926 0.178112 0.248605 0.158389 0.142573 0.111868 0.187281 0.109552 0.0997471
threshold=0.088065000000000018 -0.40775499999999992 0.11454500000000002 0.086150000000000018 -0.010655 0.11125500000000001 0.10060500000000001 -0.13165999999999997 0.087700000000000014 0.091125000000000025 -0.11211999999999998 -0.031895 -0.074254999999999988 0.024125000000000004 0.089640000000000011 -0.41776999999999992 -0.0046349999999999994 -0.085674999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 8 -8 9 -3 -4 16 -9 14 15 -13 -12 -6
right_child=-2 2 10 4 17 -7 7 12 -10 -11 11 13 -14 -15 -16 -17 -18 -19
leaf_value=0.016112566280562724 -0.0030591747813984503 0.0097130912627410217 -0.003707752265834181 0.022375081648041324 0.013362484388719544 0.017526046191596444 -0.0090773785078293121 0.014148990086767432 -0.0020256746019779682 0.0024722860097618855 0.016910585622495256 0.0015533269357187022 0.0035174108746870193 -0.0046912671023618046 -1.7247888736656767e-05 0.015680303478050932 0.0064010530731082186 0.00432370092919646
leaf_weight=103 59 1665 67 85 84 73 59 57 56 122 63 55 133 57 75 52 52 60
leaf_count=103 59 1665 67 85 84 73 59 57 56 122 63 55 133 57 75 52 52 60
internal_value=0 0.00860742 0.00833217 0.00905236 0.0143552 0.00849063 0.00817448 0.00296684 0.00887709 0.00921976 0.00423258 0.00574048 0.00671634 0.00263731 0.00494239 0.00843556 0.0121741 0.0096088
internal_weight=0 2918 2815 2394 229 2165 2092 249 1843 1787 421 354 190 239 182 107 115 144
internal_count=2977 2918 2815 2394 229 2165 2092 249 1843 1787 421 354 190 239 182 107 115 144
is_linear=0
shrinkage=0.16829


Tree=6113
num_leaves=17
num_cat=0
split_feature=40 4 1 157 1 43 14 9 49 124 42 1209 1 43 133 1
split_gain=0.284684 0.218967 0.32131 0.235238 0.223818 0.278675 0.213457 0.20815 0.218974 0.251384 0.174599 0.154323 0.181827 0.151894 0.147945 0.117341
threshold=0.0045850000000000005 -0.15366499999999997 0.078435000000000019 0.0029950000000000007 0.092395000000000019 0.12266000000000001 -0.23083499999999998 0.083710000000000021 0.0084900000000000028 -0.083424999999999985 -0.17571499999999998 -0.077564999999999981 0.091000000000000011 0.31405000000000005 -0.012289999999999997 0.10651500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 15 10 6 -6 8 9 -8 -3 -12 13 14 -13 -4
right_child=-2 4 3 -5 5 -7 7 -9 -10 -11 11 12 -14 -15 -16 -17
leaf_value=0.0025953628799804049 -0.0031844762029324927 0.01729836499773291 0.021760242729874507 0.0055946946767724687 0.011572972768146141 0.015668589938353971 0.015113299130058841 -0.0076964624097340759 -0.0051018509806065688 0.0032368153368428068 -8.4182230206584699e-05 0.010426474271810617 0.01742767089075984 0.00048221184750545044 0.0068049426689272994 0.012077901038696629
leaf_weight=82 76 53 102 56 81 57 57 53 76 450 73 452 54 84 1115 56
leaf_count=82 76 53 102 56 81 57 57 53 76 450 73 452 54 84 1115 56
internal_value=0 0.00723324 0.0115791 0.0150131 0.00673874 0.00433422 0.00343066 0.00239084 0.00331095 0.00457559 0.0077542 0.00746869 0.00779312 0.00747691 0.00785072 0.0183399
internal_weight=0 2901 296 214 2605 774 717 636 583 507 1831 1778 1705 1651 1567 158
internal_count=2977 2901 296 214 2605 774 717 636 583 507 1831 1778 1705 1651 1567 158
is_linear=0
shrinkage=0.16829


Tree=6114
num_leaves=21
num_cat=0
split_feature=4 4 0 150 52 158 41 12 4 1420 160 52 16 12 13 474 4 2 12 4
split_gain=0.220937 0.276382 0.311089 0.254703 0.238234 0.230249 0.221297 0.196211 0.29809 0.184465 0.180565 0.236913 0.17978 0.266054 0.147254 0.169467 0.161741 0.11729 0.115274 0.108768
threshold=0.27998000000000006 0.42642000000000008 -0.10998999999999999 0.082590000000000011 0.28122000000000008 -0.46166999999999997 0.075585000000000013 -1.0000000180025095e-35 -0.011369999999999998 -0.052769999999999991 -0.13024499999999997 0.11916 -0.080084999999999976 0.093315000000000023 -0.034484999999999995 0.087015000000000009 -0.080874999999999989 0.09056500000000002 0.085205000000000017 0.51395000000000002
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 7 8 -1 -9 11 -11 -7 -14 16 -16 -12 -10 -8 -4
right_child=1 2 19 -5 5 12 18 9 17 10 14 -13 13 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.0053499371388960682 -0.013313774538277026 0.015994961422922227 0.0055817854888684055 0.0021493085773743939 0.010608704963564813 0.0043658454464023371 0.0189115505173604 0.015093745970526476 0.012720157899042682 0.019883730950448868 8.8589310719394348e-05 0.0045903302491382891 -0.014511595422712808 0.0017893431888342025 0.0084811550457990006 -0.001226578394009198 0.0058348085474457037 0.0026666536721373459 0.0081238292014328764 -0.0037214507671020367
leaf_weight=96 54 57 77 68 61 92 63 77 57 65 168 52 52 62 811 54 814 79 52 66
leaf_count=96 54 57 77 68 61 92 63 77 57 65 168 52 52 62 811 54 814 79 52 66
internal_value=0 0.00162455 0.00547947 -0.00468028 0.0063002 0.00152405 0.00683347 0.0064676 0.00181949 0.00699507 0.00667664 0.013102 -0.00115734 -0.00563041 0.00626865 0.00787305 0.00485358 0.00689347 0.0140492 0.00127542
internal_weight=0 322 200 122 2655 267 2388 2273 232 2041 1964 117 206 114 1847 865 982 136 115 143
internal_count=2977 322 200 122 2655 267 2388 2273 232 2041 1964 117 206 114 1847 865 982 136 115 143
is_linear=0
shrinkage=0.16829


Tree=6115
num_leaves=23
num_cat=0
split_feature=1 1 12 4 123 1 4 0 13 4 0 1 0 3 15 13 0 1 3 40 13 0
split_gain=15.1993 3.25838 1.88504 1.7052 1.20947 0.96933 0.644374 0.587231 0.539122 0.499609 1.14266 0.475903 0.555723 0.400378 0.294152 0.231766 0.328634 0.227771 0.236178 0.220982 0.197501 0.143307
threshold=0.10575500000000002 0.13276500000000002 0.085075000000000026 0.24099500000000004 1.0000000180025095e-35 0.15314500000000003 0.04105000000000001 -0.22984499999999997 -0.071564999999999976 -0.50946499999999995 -0.069074999999999984 0.097495000000000012 0.056895000000000008 0.090170000000000014 -0.015824999999999995 0.057990000000000007 -0.14164999999999997 0.083670000000000008 -0.080454999999999985 -0.062739999999999976 0.16218500000000005 -0.10185499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 13 14 6 8 7 -1 -3 -9 15 12 -12 19 -4 16 -11 18 -8 -2 -17 -20
right_child=1 5 3 -5 -6 -7 17 9 -10 10 11 -13 -14 -15 -16 20 -18 -19 21 -21 -22 -23
leaf_value=0.00090926777825982167 0.00057943957682563571 0.00023238253044489471 0.0011190627738369438 0.00058842197704368619 0.000820625041842796 -8.9967075262001331e-05 0.0012416748947228708 0.0015392083190839798 0.00062439808426562027 0.0014750351570203101 0.0010494196747142263 0.0013020930179791668 0.00065238171879475554 0.00074286831426451441 0.001463913444480155 0.0010248966280747254 0.0012605890041868745 0.00089084360309080277 0.0011695017190719937 0.00030445683162448497 0.0012574565022527484 0.00095201141003506092
leaf_weight=63 78 85 58 59 95 58 94 58 70 85 153 53 52 101 53 83 1295 68 53 55 82 99
leaf_count=63 78 85 58 59 95 58 94 58 70 85 153 53 52 101 53 83 1295 68 53 55 82 99
internal_value=0 0.000603946 0.000778112 0.00104283 0.00118646 0.000273438 0.00120198 0.00122472 0.000409649 0.00123538 0.00122558 0.00102158 0.000948879 0.000585648 0.00128404 0.00125963 0.00127382 0.00106253 0.00110984 0.00046599 0.00114069 0.00102808
internal_weight=0 617 404 170 2333 213 2238 1924 155 1861 1803 258 205 234 111 1545 1380 314 246 133 165 152
internal_count=2950 617 404 170 2333 213 2238 1924 155 1861 1803 258 205 234 111 1545 1380 314 246 133 165 152
is_linear=0
shrinkage=0.0032998


Tree=6116
num_leaves=23
num_cat=0
split_feature=1 12 10 1 12 16 15 12 49 393 49 13 1 12 1 52 13 156 52 160 49 16
split_gain=17.0353 2.54082 2.26791 1.89974 1.82925 1.20538 0.903623 0.591049 0.471163 0.482369 0.409449 0.403429 0.353433 0.348113 0.349301 0.347975 0.301406 0.2989 0.51167 0.225896 0.168725 0.0301411
threshold=0.11366000000000001 0.056995000000000011 -0.088499999999999981 0.092395000000000019 -0.041014999999999989 0.26411500000000004 0.12961500000000001 -1.0000000180025095e-35 -0.096394999999999995 0.10296000000000001 -0.0072349999999999992 -0.079199999999999979 0.10593500000000002 0.090455000000000021 0.090540000000000023 -0.54883999999999988 -0.11210999999999999 0.083125000000000018 -0.065394999999999995 -0.41893499999999995 -0.052284999999999991 -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
left_child=1 3 -2 17 11 10 8 20 -3 13 -6 -4 -9 14 16 -15 -10 18 -1 -17 -5 -20
right_child=2 6 4 7 5 -7 -8 12 9 -11 -12 -13 -14 15 -16 19 -18 -19 21 -21 -22 -23
leaf_value=0.00092989737620008677 -4.8067155437040842e-05 0.0015995806788700821 0.00050697695937964324 0.0008010149461120166 0.00042661408905349008 0.0011918553572215604 0.00086383303838685169 0.0011441428418374295 0.0015879226905472488 0.0015862145036344816 0.00078786895185020396 0.00016588934169602584 0.00078927172760311667 0.001501814398218191 0.0010780965791911332 0.0010253845732574834 0.0013303772893018277 0.0014140675952498117 0.0012390568766433221 0.0012365242365500787 0.00055210005745674512 0.0013606796464094037
leaf_weight=67 62 59 86 55 53 68 52 70 54 62 99 68 56 52 58 62 889 73 61 723 68 53
leaf_count=67 62 59 86 55 53 68 52 70 54 62 99 68 56 52 58 62 889 73 61 723 68 53
internal_value=0 0.00124263 0.000535921 0.00103253 0.000632827 0.000826028 0.00129517 0.000827283 0.0013066 0.00129748 0.000662137 0.000356596 0.000986702 0.00128772 0.00132972 0.00123745 0.00134516 0.0012336 0.00116062 0.00121989 0.00066369 0.00129591
internal_weight=0 2514 436 503 374 220 2011 249 1959 1900 152 154 126 1838 1001 837 943 254 181 785 123 114
internal_count=2950 2514 436 503 374 220 2011 249 1959 1900 152 154 126 1838 1001 837 943 254 181 785 123 114
is_linear=0
shrinkage=0.0032998


Tree=6117
num_leaves=21
num_cat=0
split_feature=1 2 2 4 10 52 1 447 4 1 12 43 2 52 52 11 12 1 12 10
split_gain=11.4708 2.52076 1.70555 1.49912 0.985755 0.901337 0.869737 0.584474 0.529355 0.424981 0.387946 0.372084 0.346652 0.341349 0.315163 0.571733 0.353831 0.228923 0.181841 0.110703
threshold=0.11338500000000001 0.14744000000000002 0.10633000000000002 0.31392000000000003 -1.0000000180025095e-35 -0.51745999999999992 0.10661000000000002 0.085135000000000016 -0.39175499999999991 0.09772500000000002 0.091735000000000025 -0.068344999999999989 0.11366500000000002 0.042815000000000006 0.11628500000000001 0.074925000000000005 0.086655000000000024 0.12895500000000001 0.085075000000000026 -0.093904999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 -1 -4 12 8 18 14 -2 -11 -7 -14 15 -10 -16 -5 -6 -3
right_child=1 19 5 17 7 6 -8 -9 9 11 -12 -13 13 -15 16 -17 -18 -19 -20 -21
leaf_value=0.00076329315324045143 0.00069805081753248775 0.00018597702336466286 0.0012205657369397046 0.00056938468605302226 0.0015010283653816589 0.001061162642783926 0.00049769289029794799 0.00082781414698850141 0.0011574115696555479 0.0011236223649602314 0.0010205513337210187 0.00076290452230797911 0.00066354314821231086 0.00098615196059420227 0.00082010015319867167 0.00147598272469268 0.0011135318108766042 0.0003225438960269498 0.001227983375209277 -2.4988339758778974e-05
leaf_weight=78 74 52 74 76 60 99 73 63 1420 67 93 60 82 65 60 65 190 91 52 56
leaf_count=78 74 52 74 76 60 99 73 63 1420 67 93 60 82 65 60 65 190 91 52 56
internal_value=0 0.000514862 0.00109155 0.000656579 0.00112871 0.000891501 0.000815056 0.00114268 0.00115272 0.00113935 0.000877858 0.000953482 0.000909089 0.000806433 0.00115294 0.00117138 0.00104325 0.00043509 0.00137457 7.62614e-05
internal_weight=0 442 2508 334 2115 393 319 2037 1974 1862 167 127 246 147 1735 1485 250 167 112 108
internal_count=2950 442 2508 334 2115 393 319 2037 1974 1862 167 127 246 147 1735 1485 250 167 112 108
is_linear=0
shrinkage=0.0032998


Tree=6118
num_leaves=26
num_cat=0
split_feature=4 12 12 9 4 42 12 16 4 123 52 12 4 16 4 4 475 4 52 16 393 12 4 133 12
split_gain=34.4157 8.6347 2.92736 2.09072 1.27378 1.06148 0.947633 0.882416 0.614385 0.549477 0.542157 0.752929 0.384908 0.360959 0.299844 0.528847 0.279845 0.425095 0.25839 0.326517 0.179855 0.127708 0.0532225 0.0866734 0.0175896
threshold=0.31392000000000003 0.056995000000000011 0.13332500000000003 -1.0000000180025095e-35 -0.40515499999999993 -1.0000000180025095e-35 0.093125000000000013 -0.53342999999999996 0.057200000000000008 0.085360000000000005 0.056265000000000009 -0.083219999999999988 0.50944500000000004 -0.067169999999999994 -0.032169999999999997 -0.0060699999999999999 -0.087769999999999987 -0.14595999999999995 -0.54533999999999982 0.19384500000000002 0.093575000000000019 0.083785000000000012 -0.068809999999999996 0.41548500000000005 0.10011000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 -5 -6 16 -2 13 14 11 -9 -13 22 -7 -16 -3 -18 -15 -20 21 -19 23 -8 -10
right_child=7 2 -4 4 5 9 8 10 24 -11 -12 12 -14 18 15 -17 17 20 19 -21 -22 -23 -24 -25 -26
leaf_value=0.0052221471390785914 0.0053400150750543161 0.0061563974944365048 0.0055733541014385416 0.0063323976876488849 0.0061624192373006276 0.0060107736754133369 0.0065156497090064231 0.004517371936318031 0.0061018211545119209 0.0054446020188879882 0.0052241920466331426 0.0048016150427642778 0.0052157146906047901 0.0064282261900746292 0.0054635088198760713 0.0058585766948139389 0.0066754984836263978 0.0065124740684146904 0.0062524019015485514 0.0059978621309297198 0.0066009554089671435 0.0063704773717621786 0.0063037726170380864 0.0063172171853523853 0.0059582823913192345
leaf_weight=52 93 58 56 73 97 76 97 53 54 53 60 53 53 61 54 147 67 100 200 89 53 1047 81 56 67
leaf_count=52 93 58 56 73 97 76 97 53 54 53 60 53 53 61 54 147 67 100 200 89 53 1047 81 56 67
internal_value=0 0.00622548 0.00632281 0.00585762 0.00592364 0.00585367 0.00634347 0.00506588 0.00624362 0.00576281 0.0049493 0.00484534 0.005009 0.00628934 0.00582357 0.00575261 0.00639657 0.00640754 0.00621852 0.00617414 0.00639255 0.00638289 0.00639512 0.00644325 0.00602263
internal_weight=0 2638 2086 552 500 427 2030 312 705 330 219 159 106 584 277 201 1325 1267 350 289 1200 1147 234 153 121
internal_count=2950 2638 2086 552 500 427 2030 312 705 330 219 159 106 584 277 201 1325 1267 350 289 1200 1147 234 153 121
is_linear=0
shrinkage=0.0032998


Tree=6119
num_leaves=18
num_cat=0
split_feature=2 4 12 2 0 42 11 13 43 42 42 51 132 0 43 2 156
split_gain=14.5143 6.53906 2.17855 1.30413 1.23013 0.903431 0.878272 0.683554 0.468965 0.386778 0.352768 0.347899 0.337242 0.35778 0.308614 0.21737 0.12647
threshold=0.13388500000000003 0.31392000000000003 -1.0000000180025095e-35 0.16993500000000003 -0.074504999999999988 -1.0000000180025095e-35 1.0000000180025095e-35 -0.14847499999999997 -0.049364999999999992 1.0000000180025095e-35 0.073240000000000013 -0.26960999999999996 0.020305000000000004 -0.074504999999999988 0.05259500000000001 0.11067500000000001 0.084520000000000026
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 -2 -1 7 -4 -3 -7 16 -9 14 -14 -13 -10 -8
right_child=3 8 6 -5 -6 9 10 11 15 -11 -12 12 13 -15 -16 -17 -18
leaf_value=0.0013426546549514457 0.00024464939378470156 0.00054177662183413247 0.00099489445609706188 8.2333874471852229e-05 0.00084914578459497551 0.00078682978782339426 0.0013736680146238397 0.0011608130140997438 0.0007402112355648356 0.0011342229251305133 0.0018063665252297861 0.0014176837903449653 0.0013433458714030709 0.0010132065435922476 0.0012956804768717383 0.0010213920412283047 0.0016124396913445155
leaf_weight=78 60 80 53 74 95 103 52 80 68 54 66 1530 123 52 274 56 52
leaf_count=78 60 80 53 74 95 103 52 80 68 54 66 1530 123 52 274 56 52
internal_value=0 0.00130852 0.00135458 0.000443279 0.000615374 0.00105144 0.00138579 0.00136731 0.000739926 0.00090654 0.00161511 0.00137688 0.0013856 0.00124545 0.00139917 0.00086748 0.00149339
internal_weight=0 2721 2517 229 155 235 2282 2112 204 157 170 2059 1979 175 1804 124 104
internal_count=2950 2721 2517 229 155 235 2282 2112 204 157 170 2059 1979 175 1804 124 104
is_linear=0
shrinkage=0.0032998


Tree=6120
num_leaves=14
num_cat=0
split_feature=2 123 3 30 15 11 3 2 0 3 2 47 0
split_gain=13.4897 7.20114 5.43693 1.30833 1.23796 1.4314 1.44652 1.1833 1.23486 1.16401 0.938196 0.395611 0.26532
threshold=0.13270000000000001 1.0000000180025095e-35 0.28833000000000003 0.085915000000000019 -0.42075999999999997 1.0000000180025095e-35 -0.12077499999999998 0.15806500000000004 -0.050064999999999991 0.110335 0.097110000000000016 0.11224000000000002 -0.076734999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 -1 6 -6 8 -2 11 -7 -8 -3
right_child=7 3 -4 -5 5 10 9 -9 -10 -11 -12 -13 -14
leaf_value=0.0010896188751055402 0.00064450748157499115 0.0011733464113195451 0.0005740566109096603 0.00044689353980979795 0.0011235403295631805 0.0021074476734604672 0.0016016876870325932 0.00038673786533940469 0.0012761685365087524 0.0011847479569331268 0.0016265803497353935 0.0013674946628102656 0.00088654468322146233
leaf_weight=57 97 88 61 52 80 90 1983 91 52 80 89 84 61
leaf_count=57 97 88 61 52 80 90 1983 91 52 80 89 84 61
internal_value=0 0.00150024 0.00154813 0.00089872 0.00157224 0.00158366 0.00156075 0.000683923 0.000865189 0.00157702 0.00186855 0.00159219 0.00105617
internal_weight=0 2725 2524 201 2463 2406 2227 240 149 2147 179 2067 149
internal_count=2965 2725 2524 201 2463 2406 2227 240 149 2147 179 2067 149
is_linear=0
shrinkage=0.0032998


Tree=6121
num_leaves=16
num_cat=0
split_feature=2 16 8 13 51 39 15 12 3 3 12 12 159 159 13
split_gain=0.411944 0.396825 0.312904 0.3016 0.259937 0.287445 0.228396 0.126457 0.252132 0.382298 0.228056 0.187834 0.193825 0.179819 0.0995623
threshold=0.13270000000000001 0.024125000000000004 1.0000000180025095e-35 -0.053999999999999999 0.095105000000000009 0.10096000000000001 -0.076594999999999983 0.097610000000000016 -0.11372999999999998 -0.082824999999999982 0.10279500000000001 0.096535000000000024 0.10908500000000002 0.10254000000000001 -0.081464999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 7 14 11 -9 -10 -11 12 13 -1 -6
right_child=1 -3 -4 -5 6 -7 -8 8 9 10 -12 -13 -14 -15 -16
leaf_value=0.014074830296242546 0.0072207777979989155 -0.001610043059263993 0.025873685136172685 0.023037077266109464 0.020503681911202949 0.0026819018771765285 0.025853450527809491 0.026899271363553551 0.0040513113373920962 0.026742503390232063 0.014809257150947089 0.0037915734925781774 0.0068498368840921161 0.023338553815807527 0.010596889378092699
leaf_weight=1810 101 87 70 52 52 63 102 63 68 67 145 53 103 62 67
leaf_count=1810 101 87 70 52 52 63 102 63 68 67 145 53 103 62 67
internal_value=0 0.00744647 0.0147351 0.012608 0.0144407 0.0139365 0.0199856 0.0142348 0.0172438 0.0150649 0.0185891 0.013725 0.0139907 0.0143826 0.014941
internal_weight=0 240 2725 153 2655 2434 221 2371 343 280 212 2028 1975 1872 119
internal_count=2965 240 2725 153 2655 2434 221 2371 343 280 212 2028 1975 1872 119
is_linear=0
shrinkage=0.16829


Tree=6122
num_leaves=17
num_cat=0
split_feature=1 34 49 1 457 48 48 3 1 3 13 16 159 482 4 3
split_gain=0.283711 0.307899 0.320812 0.30927 0.226509 0.224714 0.244387 0.18919 0.333045 0.311364 0.277039 0.222009 0.1247 0.140702 0.122445 0.0231937
threshold=0.12448500000000001 -1.0000000180025095e-35 -0.038669999999999989 0.14065000000000003 0.10678000000000001 -0.087924999999999989 -0.065059999999999993 -0.14326499999999995 0.107145 -0.092954999999999996 -0.0083299999999999989 -0.044939999999999987 -0.46140499999999995 0.073800000000000018 -0.084564999999999987 0.018975000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 15 5 -1 -7 8 11 10 -9 -8 -11 -14 -12 -4
right_child=1 2 3 -5 -6 6 7 9 -10 12 14 -13 13 -15 -16 -17
leaf_value=0.022030391343397838 -0.004961060922797831 -0.0023305196918285047 0.0092033853585367087 0.020584447697135869 0.022395616565288334 0.0016826627377915879 0.0039997044314108105 -0.0022830976669916221 0.028512081824799959 0.018435663604251345 0.0060843393113862625 0.01753899782097159 0.012390810688499003 0.0064335738322432983 0.015836703128924812 0.0041342627921374039
leaf_weight=63 52 52 52 79 62 66 52 79 53 91 93 103 1832 121 61 54
leaf_count=63 52 52 52 79 62 66 52 79 53 91 93 103 1832 121 61 54
internal_value=0 0.00674338 0.00931902 0.0126032 0.0123083 0.0120683 0.0118216 0.0120901 0.0169675 0.0116438 0.00580051 0.0130084 0.012309 0.0120226 0.00995896 0.00663795
internal_weight=0 289 237 185 2676 2614 2551 2485 208 2277 233 155 2044 1953 154 106
internal_count=2965 289 237 185 2676 2614 2551 2485 208 2277 233 155 2044 1953 154 106
is_linear=0
shrinkage=0.16829


Tree=6123
num_leaves=12
num_cat=0
split_feature=132 8 42 130 130 1452 130 15 1456 1186 0
split_gain=0.238547 0.223812 0.195299 0.161226 0.370541 0.17264 0.167706 0.285418 0.161163 0.161789 0.0860771
threshold=-0.41265499999999994 1.0000000180025095e-35 -0.16404499999999997 0.087755000000000014 0.006490000000000001 0.086470000000000005 0.10737500000000001 0.084175000000000014 -0.087734999999999994 0.085230000000000014 -0.082494999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 8 7 -5 -4 -10 -7
right_child=1 -3 3 6 -6 10 -8 -9 9 -11 -12
leaf_value=0.021114053277945313 0.0012851007563548301 0.019079988399567299 0.0027129849541592884 0.0084225224501809481 0.021961218527931481 0.021227886975590228 0.011027682666923 -0.0080714014634740774 0.0098233879528145697 0.00029203869268017331 0.011428884800038291
leaf_weight=52 83 69 101 66 71 52 78 54 2235 52 52
leaf_count=52 83 69 101 66 71 52 78 54 2235 52 52
internal_value=0 0.00958449 0.00935348 0.00959538 0.00995351 0.00961068 0.00495045 0.000985285 0.00931661 0.00960746 0.0163457
internal_weight=0 2913 2844 2761 2563 2492 198 120 2388 2287 104
internal_count=2965 2913 2844 2761 2563 2492 198 120 2388 2287 104
is_linear=0
shrinkage=0.16829


Tree=6124
num_leaves=30
num_cat=0
split_feature=2 13 52 13 13 42 15 160 15 30 2 15 159 160 15 52 13 130 160 42 403 42 15 42 52 2 157 15 15
split_gain=0.277371 0.252597 0.311717 0.237762 0.181624 0.276085 0.235263 0.165414 0.244614 0.157177 0.108029 0.153976 0.10771 0.255575 0.242423 0.214842 0.187941 0.216623 0.155966 0.153715 0.122078 0.101957 0.0911315 0.0824113 0.072501 0.0670813 0.0595415 0.0503102 0.0432982
threshold=0.10523 0.0014600000000000001 -0.080219999999999986 -0.072634999999999991 -0.08287499999999999 0.091785000000000019 -0.070009999999999975 0.091625000000000026 -0.012189999999999998 0.086055000000000006 0.13554000000000002 -0.0039399999999999991 -0.023859999999999996 -0.08206999999999999 -0.0080049999999999982 0.099570000000000006 -0.100615 0.087755000000000014 0.011825000000000002 0.083925000000000013 -0.012454999999999999 0.087765000000000024 -0.0092699999999999987 0.090535000000000018 -1.0000000180025095e-35 0.088375000000000023 -0.0012349999999999998 0.10995500000000001 -0.049344999999999993
decision_type=2 2 2 2 2 2 2 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 4 5 6 -2 9 25 12 11 24 21 14 19 -16 -15 18 -18 -14 -19 22 26 -23 -5 -9 -1 -25 -21
right_child=1 2 -4 10 -6 -7 -8 8 -10 -11 -12 -13 13 16 15 -17 17 20 -20 28 -22 23 -24 27 -26 -27 -28 -29 -30
leaf_value=0.0077138142476194695 0.0068943093476597234 -0.0078953651257695299 0.0062668287606791519 0.013605791588432108 -0.0053480165276015732 0.015307950514227823 -0.006772372270412298 0.014698639181155888 0.0075542896471660044 0.00053874565131588348 0.0043598111500630973 0.019802820680139853 0.013408845352452889 0.0018735737228454273 -0.010413880137126101 0.0047994025145650359 0.011209483277373948 -0.0027825757794846364 0.004619948289011788 -2.4773706756130719e-05 0.007338046660638177 0.0032078136512076485 0.019549408696806238 0.015051736602451987 0.0057041411634715846 0.023243316211067181 0.015651495201209571 0.0075440885203664028 0.0067442631385422041
leaf_weight=58 98 82 95 64 52 61 56 52 100 67 58 60 73 92 52 53 1026 53 114 53 92 55 64 52 70 56 52 52 53
leaf_count=58 98 82 95 64 52 61 56 52 100 67 58 60 73 92 52 53 1026 53 114 53 92 55 64 52 70 56 52 52 53
internal_value=0 0.00519611 -0.000284037 0.00706853 0.00355911 0.00572174 0.00191294 0.00904368 0.0135816 0.00858483 0.0107797 0.0126898 0.00885429 0.0082967 0.00368953 -0.00271768 0.0092456 0.009772 0.0105521 0.00745798 0.00362639 0.0116301 0.01446 0.00852205 0.00949147 0.0191458 0.0114825 0.0113152 0.0033428
internal_weight=0 696 177 519 267 215 154 2269 208 2061 252 194 1994 1661 284 105 1377 1285 1140 179 145 333 174 159 134 108 110 104 106
internal_count=2965 696 177 519 267 215 154 2269 208 2061 252 194 1994 1661 284 105 1377 1285 1140 179 145 333 174 159 134 108 110 104 106
is_linear=0
shrinkage=0.16829


Tree=6125
num_leaves=15
num_cat=0
split_feature=2 33 34 52 52 51 151 457 1 3 1 0 13 3
split_gain=0.492359 0.426774 0.404437 0.32674 0.228321 0.313092 0.184729 0.19797 0.648443 0.195758 0.242019 0.214099 0.0834627 0.169748
threshold=0.11585500000000001 0.084300000000000014 -0.05547499999999999 -0.40891499999999997 -0.080219999999999986 0.092255000000000018 -0.14525499999999997 0.08351500000000002 0.08864000000000001 -0.16574499999999995 0.12019000000000001 -0.072624999999999981 -0.24426999999999996 -0.049204999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 12 -4 9 -9 -8 11 -11 -6 -14
right_child=3 -3 6 4 5 -7 7 8 -10 10 -12 -13 13 -15
leaf_value=-0.0048926900741586895 0.013061580722683527 0.022143428338508013 0.014587795698570374 -0.0105276310353289 0.0040121829602808388 0.010234649327313723 0.014552741548640372 0.010954493737457457 -0.010858156802577139 0.0074348155856546593 0.016048424573117892 0.0027459099677736762 0.0011076219039796666 -0.0089063856652311629
leaf_weight=80 56 53 94 57 52 79 103 86 70 1643 81 333 102 90
leaf_count=80 56 53 94 57 52 79 103 86 70 1643 81 333 102 90
internal_value=0 0.00718493 0.00686582 0.00105905 -0.000705022 0.00102282 0.00725689 0.00695857 0.00115525 0.00737687 0.00701668 0.00664554 -0.00195234 -0.00357709
internal_weight=0 2543 2490 436 380 323 2410 2316 156 2160 2057 1976 244 192
internal_count=2979 2543 2490 436 380 323 2410 2316 156 2160 2057 1976 244 192
is_linear=0
shrinkage=0.16829


Tree=6126
num_leaves=32
num_cat=0
split_feature=1 3 13 13 43 124 15 3 3 3 13 1 13 0 43 13 42 3 13 3 1 0 1 43 3 42 13 3 16 43 3
split_gain=8.69391 1.94165 0.864774 0.402622 0.348917 0.331241 0.321206 0.56026 0.320661 0.56451 0.535061 0.332183 0.314369 0.318067 0.399986 0.36371 0.365437 0.31427 0.305154 0.298385 0.264328 0.230047 0.260187 0.209334 0.176211 0.165908 0.150241 0.214976 0.123399 0.11589 0.104251
threshold=0.10398500000000001 -0.049204999999999992 1.0000000180025095e-35 0.022635000000000006 -0.083284999999999984 -0.080429999999999988 0.039965000000000007 -0.12711499999999995 0.28833000000000003 0.12745000000000004 -0.47365999999999991 0.10921500000000002 -0.0081349999999999981 -0.083844999999999989 -0.0076899999999999998 -0.032959999999999996 0.086375000000000021 -0.094334999999999988 -0.013049999999999997 -0.079724999999999976 0.08845500000000002 -0.085824999999999985 0.08776500000000001 -1.0000000180025095e-35 -0.077054999999999985 0.073240000000000013 -0.14022999999999999 -0.07908999999999998 -0.074904999999999985 -0.10761 -0.089594999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 8 5 -2 -1 7 -5 9 11 -10 -3 13 20 15 16 -15 -8 -13 -16 26 28 23 30 -21 -6 -7 -28 -14 -9 -23
right_child=1 2 -4 6 25 12 17 29 10 -11 -12 18 21 14 19 -17 -18 -19 -20 24 -22 22 -24 -25 -26 -27 27 -29 -30 -31 -32
leaf_value=0.00065702514253993644 0.00044745624251316823 0.00054422547643231164 -0.0001062724019509339 0.00044813199743168043 0.00063197483285418123 0.0010872632669200336 0.0009884980544839848 0.00091397372732914223 0.00044446397258469575 0.00072023336644738039 -2.6103533450688503e-06 0.00036145248054297776 0.00076392525128133422 0.0011547112691976972 0.00051781119903474124 0.00060935041471159919 0.00085667249073047454 0.00066205761094919832 4.6176609505915804e-05 0.00092299689125732926 0.00071682115231131046 0.00099101639371061917 0.0012127841045009697 0.0011356359966344105 0.00068633710133333026 0.00083241404516732308 0.00093155003643368263 0.0007710939479105744 0.00095492677035070471 0.00069782739586682927 0.00079867411895278326
leaf_weight=77 64 59 52 81 93 56 88 58 54 52 63 95 76 53 75 55 322 52 52 56 79 61 62 55 95 92 589 111 78 55 69
leaf_count=77 64 59 52 81 93 56 88 58 54 52 63 95 76 53 75 55 322 52 52 56 79 61 62 55 95 92 589 111 78 55 69
internal_value=0 0.00042719 0.000291994 0.000852918 0.000658889 0.000870995 0.000746244 0.000658557 0.000347314 0.000412428 0.000203431 0.000334558 0.000879684 0.000857408 0.000802537 0.000861937 0.000898889 0.0008675 0.000250166 0.000689364 0.000900474 0.000962424 0.00102558 0.000962654 0.000774338 0.000731843 0.000919619 0.000906157 0.000860895 0.000809082 0.000889198
internal_weight=0 676 427 2303 249 1969 334 194 375 258 117 206 1892 1491 656 430 375 140 147 226 835 401 247 185 151 185 756 700 154 113 130
internal_count=2979 676 427 2303 249 1969 334 194 375 258 117 206 1892 1491 656 430 375 140 147 226 835 401 247 185 151 185 756 700 154 113 130
is_linear=0
shrinkage=0.0032998


Tree=6127
num_leaves=32
num_cat=0
split_feature=1 12 2 1 0 47 2 157 1 49 49 2 12 474 2 2 160 0 12 150 1 13 1212 1212 2 49 1 2 15 1 15
split_gain=10.7639 2.48793 2.04039 0.664328 0.669182 0.899033 0.652856 0.679089 0.593554 0.536529 0.499579 0.447335 0.332106 0.295011 0.390836 0.309743 0.284903 0.280438 0.245672 0.244832 0.229966 0.359763 0.1962 0.46524 0.30287 0.196174 0.233719 0.208482 0.141783 0.111767 0.0575959
threshold=0.10404000000000001 0.087605000000000002 0.12141500000000001 0.14195000000000002 0.0062000000000000006 0.10070000000000003 0.097005000000000022 0.017590000000000005 0.086005000000000012 -0.054319999999999993 -0.048899999999999992 0.086755000000000013 -0.064689999999999984 0.084655000000000022 0.083815000000000014 0.088435000000000014 0.088485000000000008 -0.072529999999999983 0.085325000000000012 0.079335000000000017 0.09636500000000002 -0.011154999999999998 0.041590000000000009 0.087750000000000009 0.08487500000000002 0.114915 0.077020000000000019 0.10085000000000001 -0.035654999999999992 0.091600000000000015 -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
left_child=6 3 28 4 5 9 8 10 13 -2 -8 17 -11 14 18 -15 25 20 -1 22 21 29 24 -24 -16 26 27 -12 30 -10 -3
right_child=1 2 -4 -5 -6 -7 7 -9 11 12 16 -13 -14 15 19 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0015020603778593241 0.00068754581707682093 0.0011171238373875057 0.00036466329781769058 0.00026604648629770049 0.00093243430227332497 0.00091566310393432495 0.00071675158780878673 0.0013590369667483657 0.0010661195260065596 0.00047520049624540545 0.00082580964179956699 0.00080662645036660757 0.00018567683586221193 0.00090294602338025309 0.0013735769303218131 0.0012287922451587484 0.0012718915818207854 0.00092149818586152678 0.0012125107834115457 0.0013726804288850245 0.00096225765814741341 0.0013875391528974609 0.00084135400700056093 0.0012061488113429819 0.0011846528321249885 0.00082105352201887721 0.0012152994496733914 0.0010480603791705541 0.0012259000923609219 0.0012287577458569242 0.00095922512536164334
leaf_weight=88 69 52 52 89 52 53 60 66 145 95 63 60 80 67 112 63 52 71 53 90 60 76 57 120 617 54 67 191 70 74 61
leaf_count=88 69 52 52 89 52 53 60 66 145 95 63 60 80 67 112 63 52 71 53 90 60 76 57 120 617 54 67 191 70 74 61
internal_value=0 0.000668394 0.000942487 0.000521255 0.000586236 0.000525504 0.00114286 0.00104343 0.00117421 0.000440612 0.00100059 0.00107552 0.000343048 0.00121203 0.00122926 0.00106113 0.00104039 0.00111331 0.00139347 0.00120597 0.00115158 0.00118996 0.00118937 0.00108887 0.00121373 0.0010082 0.00103957 0.000993074 0.00110648 0.00112124 0.0010322
internal_weight=0 673 235 438 349 297 2306 553 1753 244 487 486 175 1267 1137 130 427 426 141 996 355 295 906 177 729 375 321 254 183 219 113
internal_count=2979 673 235 438 349 297 2306 553 1753 244 487 486 175 1267 1137 130 427 426 141 996 355 295 906 177 729 375 321 254 183 219 113
is_linear=0
shrinkage=0.0032998


Tree=6128
num_leaves=30
num_cat=0
split_feature=4 3 2 123 3 2 0 2 52 0 4 0 3 52 124 0 4 4 2 4 15 0 0 52 133 133 3 0 52
split_gain=32.5985 10.1788 5.2029 2.94903 2.17115 1.85739 1.28423 1.18739 1.26697 1.11758 0.869279 0.696121 0.645906 0.564474 0.476722 0.392413 0.344172 0.249761 0.246692 0.207227 0.26075 0.246766 0.280516 0.140683 0.133013 0.229475 0.142027 0.132356 0.0397969
threshold=0.31392000000000003 -0.063264999999999988 0.14870000000000003 1.0000000180025095e-35 -0.10337499999999998 0.10859000000000001 -0.10028499999999999 0.097005000000000022 -0.45635499999999996 -0.10298499999999998 -0.15615999999999999 -0.044434999999999995 0.0012800000000000001 0.037045000000000002 -0.080429999999999988 -0.14259999999999998 -0.0058699999999999994 0.071150000000000005 0.12026500000000001 -0.085594999999999991 0.087225000000000011 -0.083694999999999978 -0.082784999999999984 -0.097599999999999978 -0.029244999999999997 0.096875000000000017 -0.082634999999999986 -0.082494999999999985 -0.55094999999999994
decision_type=2 2 2 2 2 2 2 2 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 10 -7 15 28 18 -3 24 -11 16 -5 -1 -12 19 -6 20 27 23 -23 -21 -10 26 -26 -17 -9
right_child=4 2 -4 14 9 6 -8 8 11 12 13 -13 -14 -15 -16 17 -18 -19 -20 21 -22 22 -24 -25 25 -27 -28 -29 -30
leaf_value=0.0019253905349146485 0.00083440670199097207 0.0018303588709063 0.00016927575728712866 0.00068218419858320778 0.00062548187986232037 0.0007153407906809637 0.0013812326080708812 0.0018335856385595425 0.001276579173207635 0.00027094277399180769 0.0010971527978807533 0.001010891435948492 -0.00020842457589733131 0.0017168786276653151 0.001072693834661324 0.0017887353534656585 0.001418775880694169 0.0014287748011591322 0.00030516682741726605 0.0015584516457762976 0.0019344071914009283 0.0013875360798211043 0.0016167061976734309 0.0017048470973014867 0.0014484389168522662 0.001333022353821093 0.0016974287914946597 0.0016037687157124279 0.001690370628077415
leaf_weight=60 85 72 55 92 53 66 61 57 55 55 53 55 69 52 55 80 124 56 53 89 63 68 532 572 55 82 52 106 52
leaf_count=60 85 72 55 92 53 66 61 57 55 55 53 55 69 52 55 80 124 56 53 89 63 68 532 572 55 82 52 106 52
internal_value=0 0.00150631 0.00113962 0.00123237 0.000383619 0.00137099 0.00103546 0.00161987 0.00145999 0.00021687 0.00151245 0.00134846 3.91395e-06 0.00141234 0.000828533 0.00165996 0.00132267 0.00164977 0.000465657 0.00165794 0.00174713 0.0016403 0.00159079 0.00168519 0.00142441 0.00146724 0.00156977 0.00168351 0.00176559
internal_weight=0 2664 630 575 315 428 127 2034 408 230 301 299 124 229 147 1626 177 1566 106 1510 249 1261 600 661 244 189 107 186 109
internal_count=2979 2664 630 575 315 428 127 2034 408 230 301 299 124 229 147 1626 177 1566 106 1510 249 1261 600 661 244 189 107 186 109
is_linear=0
shrinkage=0.0032998


Tree=6129
num_leaves=23
num_cat=0
split_feature=1 3 49 15 1 160 49 1 0 133 150 403 160 13 49 13 3 1 3 157 42 0
split_gain=0.634128 0.580858 0.363982 0.287582 0.356195 0.252169 0.195294 0.332264 0.215923 0.265675 0.472223 0.231214 0.202561 0.190301 0.188365 0.183634 0.152835 0.135643 0.126358 0.166438 0.102216 0.0667735
threshold=0.10921500000000002 -0.13827999999999999 -0.064334999999999989 -0.2987999999999999 0.13535500000000003 -0.068619999999999987 -0.083049999999999985 0.081720000000000015 -0.23043999999999995 0.083000000000000018 0.083295000000000022 -0.11175999999999998 0.030480000000000004 -1.0000000180025095e-35 0.0033550000000000003 -0.14022999999999999 -0.088314999999999991 0.091725000000000015 -0.086424999999999988 -0.084489999999999996 0.079335000000000003 -0.067664999999999989
decision_type=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 14 -4 7 -1 -8 10 11 -10 15 -14 21 -13 20 18 -18 -20 -11 -5
right_child=1 2 3 4 -6 -7 8 -9 9 16 -12 12 13 -15 -16 -17 17 -19 19 -21 -22 -23
leaf_value=0.0072488404748923983 0.015884406402859843 -0.0099969184679539677 0.0051736617716164994 0.0020998286324232051 0.017743626182473594 -0.0082544008011316509 0.018103004402620384 0.022387727051931813 0.017505644556954976 0.011974340676070835 -0.0062596460189643923 -0.0034053324489645397 0.0077839378954064247 0.020699121944180512 -0.0059536839977554282 0.0066259250817497714 0.0024967193334310398 0.0027133158994676956 0.0026628428704685075 0.012211736627953575 0.021285850876495618 0.010480180264030647
leaf_weight=89 77 83 65 55 57 101 62 77 61 92 76 54 80 55 53 1096 54 77 59 448 54 54
leaf_count=89 77 83 65 55 57 101 62 77 61 92 76 54 80 55 53 1096 54 77 59 448 54 54
internal_value=0 0.00233946 0.000107075 0.00229001 0.00629707 -0.0029856 0.00869497 0.0142819 0.00828525 0.00800851 0.00663376 0.0073631 0.00688023 0.013059 0.00225849 0.00615333 0.0104997 0.0093685 0.0102788 0.0111041 0.0154306 0.00626805
internal_weight=0 545 468 385 219 166 2434 166 2268 2206 1422 1346 1285 135 162 1150 784 638 561 507 146 109
internal_count=2979 545 468 385 219 166 2434 166 2268 2206 1422 1346 1285 135 162 1150 784 638 561 507 146 109
is_linear=0
shrinkage=0.16829


Tree=6130
num_leaves=29
num_cat=0
split_feature=1 12 12 1 1 12 1 4 1 13 4 1 11 13 12 12 49 15 13 40 16 48 15 1447 42 49 160 160
split_gain=42.899 5.18963 5.16536 3.58461 2.50246 1.9478 1.23261 1.22203 0.967777 0.872625 0.806318 0.716231 0.702905 0.655443 0.631603 0.461609 0.420311 0.387671 0.330733 0.36823 0.28915 0.268269 0.225873 0.186949 0.157661 0.101458 0.0908517 0.140913
threshold=0.10921500000000002 0.056995000000000011 0.085075000000000026 0.13130500000000003 0.09258000000000001 0.11697000000000002 0.13472500000000001 0.043640000000000005 1.0000000180025095e-35 -0.004409999999999999 0.057200000000000008 0.085410000000000014 1.0000000180025095e-35 -0.27740999999999993 0.091495000000000007 0.097060000000000021 -0.038669999999999989 0.025430000000000005 -0.0029949999999999998 -0.061244999999999994 0.064455000000000012 1.0000000180025095e-35 -0.047859999999999993 -0.086059999999999984 -0.095444999999999988 -0.0094899999999999984 -1.0000000180025095e-35 0.083670000000000008
decision_type=2 2 2 2 2 2 2 2 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 10 8 7 18 12 -1 -6 -4 -10 14 -8 21 26 -11 -14 19 -2 24 23 -22 -3 -16 -23 -9 -28
right_child=2 5 3 -5 9 -7 13 15 11 16 -12 -13 17 -15 20 -17 -18 -19 -20 -21 22 25 -24 -25 -26 -27 27 -29
leaf_value=0.00085090029794452097 0.00022338283400320265 0.001590914712913471 0.0012605203764874248 -1.4333107802296905e-05 0.00034537831265683177 0.00083005241569360081 -0.00049555038546782344 0.0012998203715028681 0.0015691627773586716 0.0006004976821449542 0.00071414420867618755 0.0011020538616325988 0.0014334460382289806 -5.6084810691052199e-05 0.0014595635022737945 0.00085319018775105687 0.0010206578802174362 0.0017899108131643586 0.00030452633222333571 -0.00013469129234934443 0.0012451303081638444 0.0011281531119625586 0.00094408495455773774 0.0013970303971936431 0.0012637121231673268 0.0013268770263976618 0.0010185304976291288 0.001261169907628837
leaf_weight=88 62 61 63 55 77 89 62 60 60 53 56 91 79 92 54 60 52 60 91 63 57 52 55 824 370 72 58 52
leaf_count=88 62 61 63 55 77 89 62 60 60 53 56 91 79 92 54 60 52 60 91 63 57 52 55 824 370 72 58 52
internal_value=0 0.00123826 0.000212819 0.000681704 0.000904957 0.0013083 -7.58878e-06 0.00133052 0.00112714 0.000612995 0.0010037 0.00128789 0.00136142 -0.000233241 0.00134106 0.0011041 0.000808913 0.00158757 0.00015313 4.26317e-05 0.00124887 0.00138999 0.00109761 0.00141043 0.00128874 0.00124383 0.00119244 0.00113355
internal_weight=0 2424 544 174 421 2003 370 1914 239 182 119 151 1684 154 1545 230 105 139 216 125 536 1009 112 885 424 124 170 110
internal_count=2968 2424 544 174 421 2003 370 1914 239 182 119 151 1684 154 1545 230 105 139 216 125 536 1009 112 885 424 124 170 110
is_linear=0
shrinkage=0.0032998


Tree=6131
num_leaves=19
num_cat=0
split_feature=1 1 3 12 123 12 3 16 49 49 16 0 0 3 12 12 0 1
split_gain=12.4345 2.37907 1.71647 1.59352 1.21907 0.734343 0.626285 0.555213 0.480405 0.840959 0.801045 0.460465 0.454144 0.286241 0.231113 0.189813 0.129127 0.0840108
threshold=0.10921500000000002 0.13472500000000001 0.11391500000000002 0.089585000000000012 1.0000000180025095e-35 0.11878500000000002 0.28833000000000003 -0.33811499999999994 -0.095314999999999983 -0.026279999999999998 -0.070834999999999995 -0.15029999999999996 -0.15270499999999995 0.099330000000000016 -1.0000000180025095e-35 0.098785000000000012 -0.062394999999999999 0.08346000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 12 5 8 7 -3 -1 10 -10 17 -2 16 -13 -5 -14 -11
right_child=1 6 -4 15 -6 -7 -8 -9 9 11 -12 14 13 -15 -16 -17 -18 -19
leaf_value=0.0012141831100803543 0.00012800571946981369 2.0417372504495616e-06 0.00036854089949068137 0.00099415460831267944 0.00058287991206324038 0.00064163847262522892 -0.00014051767737328252 0.00044518477332270269 0.00043854612871179513 0.0012903734471582471 0.0009684972053943373 0.0007797858768169686 0.00024964095776325908 0.00066355837108901213 0.00097299346287811389 0.00072730020052056321 0.00047818500053633622 0.001094375552096998
leaf_weight=86 58 58 58 56 98 77 77 66 64 52 61 72 52 55 1804 64 58 52
leaf_count=86 58 58 58 56 98 77 77 66 64 52 61 72 52 55 1804 64 58 52
internal_value=0 0.000378213 0.00093037 0.000545283 0.000944128 0.000959722 9.29391e-05 0.000238192 0.000970885 0.000960928 0.000697444 0.000977544 0.000380008 0.000468377 0.000965597 0.000852126 0.000370466 0.00119271
internal_weight=0 544 2424 343 2366 2268 201 124 2191 2105 125 1980 223 165 1876 120 110 104
internal_count=2968 544 2424 343 2366 2268 201 124 2191 2105 125 1980 223 165 1876 120 110 104
is_linear=0
shrinkage=0.0032998


Tree=6132
num_leaves=16
num_cat=0
split_feature=3 447 1375 52 13 3 43 43 13 1212 13 16 16 9 42
split_gain=0.577532 0.307406 0.250728 0.231774 0.293499 0.344018 0.73235 0.253124 0.22679 0.209749 0.20153 0.198878 0.248573 0.19704 0.142948
threshold=0.11269500000000002 0.089095000000000021 -0.095554999999999987 -0.56096499999999982 0.057990000000000007 -0.14539499999999997 -1.0000000180025095e-35 -0.23538999999999996 0.11238500000000001 0.12218000000000002 0.095470000000000013 -0.072649999999999978 -0.4136149999999999 0.082325000000000023 -0.036704999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 14 10 13 -9 12 -2 -7 -6
right_child=11 -3 3 4 7 9 -8 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.019948436536818475 -0.0022719011920366225 -0.0029850514884683932 0.019018644195299597 0.0052255078596147864 0.0046675114656613368 0.0088054645682650052 0.032503084717448991 -0.0018829624675937727 -0.0089030263581350178 0.018989388880496855 0.010595952998276875 -0.0056907141073935632 0.011445720735549978 -0.0011192373919993101 0.015651773328893916
leaf_weight=59 80 61 62 58 76 1973 54 82 56 56 66 96 70 58 61
leaf_count=59 80 61 62 58 76 1973 54 82 56 56 66 96 70 58 61
internal_value=0 0.00880492 0.00907586 0.00882864 0.0085792 0.00929218 0.0183932 0.0039761 0.000209644 0.00880291 0.00366982 0.00028271 0.00411768 0.00852116 0.00957143
internal_weight=0 2722 2661 2602 2540 2199 112 341 204 2087 148 246 150 2031 137
internal_count=2968 2722 2661 2602 2540 2199 112 341 204 2087 148 246 150 2031 137
is_linear=0
shrinkage=0.16829


Tree=6133
num_leaves=30
num_cat=0
split_feature=4 2 3 2 2 3 2 4 3 3 2 52 3 16 16 2 4 52 13 4 2 16 16 13 2 3 2 4 2
split_gain=21.3194 9.93525 3.60473 2.59315 1.30385 1.16942 1.0656 0.86444 0.696852 0.64375 0.464666 0.77567 0.586454 0.313867 0.377605 0.304871 0.301306 0.293598 0.190666 0.234156 0.198985 0.244325 0.140298 0.131415 0.130855 0.116721 0.110502 0.0758153 0.0884634
threshold=0.31392000000000003 0.13501500000000002 -0.046079999999999989 0.10773000000000001 0.072175000000000017 0.143375 0.093320000000000014 0.032770000000000001 0.10265000000000001 -0.14719499999999996 0.097110000000000016 -0.14757499999999998 -0.086284999999999987 -0.10750499999999999 0.51165500000000008 0.12750000000000003 -0.0101 -0.011964999999999998 -0.09219999999999999 -0.080954999999999985 0.084245000000000014 -0.012119999999999997 -0.50942999999999994 0.095710000000000017 0.086755000000000013 -0.10175499999999998 0.10406500000000002 0.24099500000000004 0.090755000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 17 9 24 10 -3 -2 18 23 -13 27 -15 22 -8 -4 19 -1 21 -20 -11 -12 -6 -22 -14 28 -9
right_child=5 8 3 -5 6 -7 16 13 -10 15 11 12 26 14 -16 -17 -18 -19 20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0063441815455788537 0.0053956922190859166 0.0051784535914425125 0.0053015744532726814 0.0051740709539168017 0.006283701299407609 0.0045843723915090073 0.0058532418995530314 0.0060828061419800584 0.0046671928858866129 0.0052071576895963163 0.0061875314934307967 0.0054328297717237224 0.0057420083537866231 0.0054584378079542547 0.0058581737590869794 0.0047781882751019994 0.0055176679254387703 0.0056578591067566932 0.0060179779207514368 0.0060407018430197858 0.0061956557393371579 0.0058542139810074372 0.0049671336762911389 0.0059400566411507844 0.0060356596134659071 0.0060397623264913797 0.0059775356882752683 0.0057842754102551816 0.0058562651977885219
leaf_weight=54 56 73 55 97 52 69 75 52 52 60 73 52 55 55 58 60 58 58 350 81 77 171 72 52 72 753 62 58 56
leaf_count=54 56 73 55 97 52 69 75 52 52 60 73 52 55 55 58 60 58 58 350 81 77 171 72 52 72 753 62 58 56
internal_value=0 0.0058759 0.00592091 0.00565777 0.00578448 0.00496964 0.00591612 0.00598058 0.00496605 0.00507669 0.00600792 0.00588312 0.0057337 0.005806 0.00566392 0.00498346 0.00570717 0.00548476 0.00603259 0.00616235 0.0060196 0.0059643 0.0050765 0.00608486 0.00613996 0.00605427 0.00586712 0.0059025 0.00596567
internal_weight=0 2651 2526 467 370 317 257 2059 125 248 1780 294 169 279 113 192 133 113 1486 135 1351 521 132 125 124 830 117 166 108
internal_count=2968 2651 2526 467 370 317 257 2059 125 248 1780 294 169 279 113 192 133 113 1486 135 1351 521 132 125 124 830 117 166 108
is_linear=0
shrinkage=0.0032998


Tree=6134
num_leaves=31
num_cat=0
split_feature=3 3 123 12 12 150 150 43 12 39 3 3 1212 133 3 3 13 47 48 1212 13 12 43 3 3 12 43 39 13 133
split_gain=13.9523 4.78604 1.90201 1.29661 1.26039 1.0356 0.826956 0.728333 0.386285 0.300059 0.299966 0.339106 0.343331 0.28212 0.270868 0.568803 0.264186 0.231428 0.259551 0.22632 0.174188 0.191698 0.159936 0.154223 0.142246 0.125607 0.113198 0.0955442 0.0953628 0.0851203
threshold=-0.046079999999999989 0.3148450000000001 0.085705000000000017 0.023990000000000004 0.098355000000000012 0.088985000000000009 -0.029954999999999999 -0.069434999999999983 0.12631000000000003 0.093225000000000016 -0.082234999999999989 -0.082594999999999988 0.087685000000000013 -0.14785999999999996 0.10402500000000002 -0.0037099999999999998 -0.068484999999999976 0.099120000000000028 0.083540000000000017 0.092815000000000022 -0.075449999999999975 0.085685000000000025 -0.0046399999999999992 -0.11151499999999999 0.12955000000000003 0.095295000000000019 -0.079944999999999988 0.086400000000000018 0.057990000000000007 0.10864000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 10 6 -2 27 16 -4 11 12 17 -12 15 -9 -6 18 -5 -14 21 -15 25 -18 -16 -22 -23 -8 29 -25
right_child=1 -3 9 4 8 -7 7 14 -10 -11 13 -13 19 20 24 -17 23 -19 -20 -21 22 26 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00099791981926829611 0.00075483629510961269 0.00019560562802089642 0.00079369389136485827 0.0015065097057586673 0.0010987432352997843 0.00073857255026360785 0.0010573435880715299 0.0010822243185122211 0.0010241397939825521 0.000493099476130555 0.0015890518151085498 0.0017496199324794474 0.0011493159350989435 0.0012536234184384867 0.0010235654511657932 0.0014875472459650039 0.0014703180682419934 0.00170617573040065 0.0012935887491022653 0.0014469355716840071 0.0010869294381673812 0.0015419869253463132 0.0014235791402521434 0.001418718001252625 0.0012670461109398881 0.0013171211764396043 0.0014059294024899483 0.00085094678930778113 0.0011690275420563143 0.0012620012857380532
leaf_weight=84 54 96 77 723 61 84 52 56 67 70 80 55 54 70 54 121 78 59 71 62 52 104 62 78 56 58 235 52 54 89
leaf_count=84 54 96 77 723 61 84 52 56 67 70 80 55 54 70 54 121 78 59 71 62 52 104 62 78 56 58 235 52 54 89
internal_value=0 0.000885517 0.00098344 0.00140139 0.00141742 0.00107581 0.00113939 0.00119241 0.00125669 0.000650793 0.00145813 0.00149404 0.00147949 0.00140246 0.0012785 0.00135951 0.00129987 0.00150268 0.00148751 0.00130869 0.0013767 0.00141463 0.00128631 0.00134079 0.00114784 0.00120862 0.00144777 0.000954484 0.00129491 0.00133541
internal_weight=0 772 676 2196 2112 529 445 391 427 147 1685 1024 969 661 287 177 360 853 794 116 581 409 172 299 110 110 339 104 221 167
internal_count=2968 772 676 2196 2112 529 445 391 427 147 1685 1024 969 661 287 177 360 853 794 116 581 409 172 299 110 110 339 104 221 167
is_linear=0
shrinkage=0.0032998


Tree=6135
num_leaves=20
num_cat=0
split_feature=15 14 13 15 52 15 49 52 15 15 1456 159 447 52 15 151 15 13 151
split_gain=0.601905 0.508766 0.295132 0.474364 0.270865 0.221123 0.20069 0.161983 0.307822 0.545499 0.26302 0.22192 0.164656 0.172691 0.149971 0.1351 0.110109 0.0902735 0.0811982
threshold=-0.2987999999999999 -0.41992499999999994 -0.089024999999999979 -0.11124499999999998 0.056265000000000009 0.085465000000000013 0.12466500000000001 0.28122000000000008 0.043560000000000008 -0.079504999999999978 -0.069944999999999993 0.11228 0.083945000000000006 -0.047784999999999987 -1.0000000180025095e-35 -0.048789999999999993 0.090165000000000009 -0.073724999999999985 -0.24462999999999999
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 -3 14 7 10 9 -9 17 12 13 -12 15 -5 -7 -4 -8
right_child=2 4 6 5 -6 16 18 8 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.014642383846955194 0.019642373387738422 -0.0076491511101360469 0.017597452803739488 -0.00033764740757656782 0.0070705970683972276 0.017373490715326092 0.011298499567237127 0.014250412338752958 0.01581976985806675 -0.0095773645967386339 0.01084013918471787 0.022502776509083406 0.0050191757723272012 0.014567203915619288 -0.0025384580874604624 0.010471431429355136 0.0068783729891261965 0.026128020055851922 0.0024549314481241255
leaf_weight=76 85 96 102 54 56 52 54 57 100 52 519 74 70 1129 95 82 64 56 66
leaf_count=76 85 96 102 54 56 52 54 57 100 52 519 74 70 1129 95 82 64 56 66
internal_value=0 0.00339674 0.0124109 0.00836645 -0.00221427 0.00559916 0.0131767 0.0135498 0.00907286 0.00286655 0.0140287 0.0134455 0.0130543 0.0133945 0.00257869 0.00616638 0.0115986 0.0206323 0.00644951
internal_weight=0 228 2711 432 152 347 2279 2159 209 109 1950 1792 1718 1648 231 136 116 158 120
internal_count=2939 228 2711 432 152 347 2279 2159 209 109 1950 1792 1718 1648 231 136 116 158 120
is_linear=0
shrinkage=0.16829


Tree=6136
num_leaves=23
num_cat=0
split_feature=1 13 16 16 49 1 49 16 13 133 16 51 3 2 16 42 42 4 155 13 4 48
split_gain=0.628246 0.347157 0.317544 0.330073 0.278302 0.516475 0.344868 0.445652 0.237514 0.273544 0.575395 0.228226 0.220087 0.223225 0.198996 0.18138 0.156746 0.147677 0.146681 0.141983 0.119523 0.10336
threshold=0.11156000000000001 0.10621000000000001 0.052150000000000009 -0.15693499999999996 -0.085999999999999979 0.081905000000000019 -0.048899999999999992 -0.071704999999999991 -0.089024999999999979 -0.020694999999999995 -0.016079999999999994 0.11178000000000002 -0.11266 0.10584500000000001 -0.00017499999999999997 0.11966500000000001 0.093435000000000004 0.061835000000000008 0.089630000000000015 -0.039559999999999991 -0.078704999999999983 0.087730000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 16 5 -1 7 -6 9 20 -11 12 13 14 -10 18 19 -4 -14 -2 -8 -5
right_child=1 -3 17 21 6 -7 8 -9 11 10 -12 -13 15 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0087444527355056336 0.015120247891744893 -0.0065022481209559991 0.0072637277678439327 0.001050846702745662 -0.0089901301314905552 0.029161254405791606 0.0060251161017823686 0.01076553624841736 0.0152717799635252 -0.0093593687225693514 0.013384134772647036 0.0036121919225706946 0.012139055148075745 0.0087166227542766362 0.028988417208605573 0.0033411405672652667 0.00048563367261676927 0.019359251992746317 0.0038677216250793786 0.0038250509634763681 0.015640605893078613 -0.0090192773992453252
leaf_weight=77 82 72 55 59 58 65 69 73 65 72 56 97 1476 55 57 76 62 61 64 52 80 56
leaf_count=77 82 72 55 59 58 65 69 73 65 72 56 97 1476 55 57 76 62 61 64 52 80 56
internal_value=0 0.00429547 0.00612037 0.00330992 0.0108555 0.0181028 0.0104069 0.00200504 0.0109139 0.00629753 0.000576878 0.0115896 0.0120201 0.0176724 0.0216951 0.0113999 0.00751258 0.0136398 0.0117965 0.0107504 0.0111999 -0.00383724
internal_weight=0 499 427 311 2440 142 2298 131 2167 277 128 1890 1793 177 122 1616 196 116 1540 134 149 115
internal_count=2939 499 427 311 2440 142 2298 131 2167 277 128 1890 1793 177 122 1616 196 116 1540 134 149 115
is_linear=0
shrinkage=0.16829


Tree=6137
num_leaves=20
num_cat=0
split_feature=4 1 12 1 40 0 12 11 160 12 150 48 1 13 47 42 124 13 4
split_gain=11.4546 2.83245 1.77114 0.962293 0.606995 0.467372 0.458379 0.445562 0.484547 0.415949 0.396334 0.377181 0.374413 0.32592 0.272973 0.266953 0.145733 0.119754 0.0831532
threshold=0.31392000000000003 0.10529500000000001 0.085075000000000026 0.14684500000000003 -0.034699999999999988 -0.105195 0.11878500000000002 1.0000000180025095e-35 -0.54913999999999985 -0.064689999999999984 0.085845000000000019 0.082425000000000012 0.088785000000000017 -0.099244999999999986 0.078345000000000012 0.09087000000000002 -0.078884999999999983 0.032645000000000007 0.41823000000000005
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 5 16 18 7 8 -6 -7 14 13 -13 -10 -3 -4 -1 -9 -2
right_child=3 2 15 -5 6 9 -8 17 11 -11 -12 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00063258871629751686 0.00042944844536186032 0.00041761970106127299 0.0010599635667984369 -0.00010135899170216303 0.0013140247535442203 0.0004143990145193378 0.00072339215695325291 0.0013029008540742476 0.00077636737791249646 6.9683199438721062e-05 0.00021804567290087105 0.00094123397316981262 0.0006410908259405515 0.0010208660957229882 0.00072587295452063746 0.00078736341502849748 0.00087166825820461766 0.0010969838000420755 0.00060832492160771867
leaf_weight=55 52 73 81 55 53 83 62 66 63 71 56 221 58 1562 56 79 60 65 68
leaf_count=55 52 73 81 55 53 83 62 66 63 71 56 221 58 1562 56 79 60 65 68
internal_value=0 0.000949992 0.000671146 0.000296461 0.00099245 0.000376444 0.00100499 0.00101334 0.00100076 0.0002557 0.000450898 0.00099202 0.000878965 0.00101141 0.000551708 0.000925587 0.000757632 0.001201 0.000531105
internal_weight=0 2610 345 329 2265 274 2150 2088 1957 154 185 1904 279 1625 129 160 115 131 120
internal_count=2939 2610 345 329 2265 274 2150 2088 1957 154 185 1904 279 1625 129 160 115 131 120
is_linear=0
shrinkage=0.0032998


Tree=6138
num_leaves=23
num_cat=0
split_feature=4 12 3 14 0 0 2 3 3 12 2 12 0 160 1454 51 50 0 0 403 12 402
split_gain=0.528363 0.469185 0.255958 0.251033 0.249508 0.177828 0.176592 0.252833 0.190961 0.1803 0.196043 0.149673 0.2657 0.141276 0.287705 0.293782 0.251418 0.289785 0.138804 0.135775 0.132492 0.122941
threshold=0.31392000000000003 0.099170000000000022 0.10766000000000002 -0.42227999999999993 -0.06563999999999999 -0.14385499999999998 0.085730000000000015 -0.12711499999999995 -0.0037099999999999998 0.085655000000000023 0.084605000000000014 0.084065000000000015 -0.083414999999999975 0.091625000000000026 0.079515000000000016 0.11178000000000002 1.0000000180025095e-35 -0.13619499999999998 -0.11214999999999999 -0.0059799999999999992 0.087035000000000015 0.09691000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 5 -5 7 -1 9 11 21 12 -9 14 15 16 17 -8 -4 -13 -15 -11
right_child=1 -3 18 4 -6 -7 13 8 -10 10 -12 19 -14 20 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.021871018699028376 0.014688273182392434 -0.011863045068799221 0.0079767200301306702 0.00065560983834496228 -0.0076925004323801557 0.011927351219015687 -0.00078091185090360129 0.017191364235921446 0.019655559297298134 0.010065192460865426 0.021734547948773667 -0.0035045887677089891 0.003557041826645289 0.017973266905706897 0.019008129070523089 -0.0022791891974514767 0.016268048769005283 0.0083687343063721768 -0.0027749060904473568 0.0077178696775347935 0.008879826493740587 0.018593468993466283
leaf_weight=64 61 55 65 89 52 72 109 78 66 468 53 59 85 85 65 81 100 944 71 63 100 54
leaf_count=64 61 55 65 89 52 72 109 78 66 468 53 59 85 85 65 81 100 944 71 63 100 54
internal_value=0 0.00231193 0.00947596 0.00516383 0.00242774 0.00570755 0.00986693 0.0116131 0.0109022 0.0102284 0.011948 0.00675273 0.0100925 0.0087008 0.00807751 0.00750029 0.00818887 0.00741991 0.00235053 0.00227589 0.0130676 0.0109509
internal_weight=0 329 2610 274 213 161 2474 990 926 860 575 285 163 1484 1299 1234 1153 1053 136 122 185 522
internal_count=2939 329 2610 274 213 161 2474 990 926 860 575 285 163 1484 1299 1234 1153 1053 136 122 185 522
is_linear=0
shrinkage=0.16829


Tree=6139
num_leaves=29
num_cat=0
split_feature=1 47 1 2 3 16 52 2 0 2 16 13 3 0 2 2 13 16 1454 2 3 159 3 16 16 3 16 2
split_gain=10.0518 2.0925 1.22286 1.03253 0.913461 0.893893 1.23226 0.772012 0.564364 0.511864 0.469836 0.32885 0.321703 0.462095 0.286316 0.221349 0.212965 0.211293 0.183528 0.181083 0.170179 0.159857 0.170378 0.152659 0.145298 0.130704 0.0845564 0.0773862
threshold=0.11156000000000001 0.084155000000000021 0.09518500000000002 0.17553000000000005 -0.039864999999999991 0.26411500000000004 0.12109500000000002 0.10019000000000002 -0.073104999999999989 0.093320000000000014 0.052150000000000009 -1.0000000180025095e-35 0.085880000000000012 -0.15445999999999996 -0.046074999999999991 0.12336000000000001 -0.099244999999999986 0.16703000000000004 0.078915000000000013 0.11543500000000002 0.040040000000000006 0.082975000000000007 -0.07385499999999999 0.033280000000000011 -0.0087049999999999992 -0.082824999999999982 -0.083144999999999983 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 2 2 2
left_child=2 3 9 10 -3 6 7 8 -4 12 14 -9 13 -1 -2 21 -15 18 -18 -16 -21 22 23 25 26 -11 -24 -25
right_child=1 4 5 -5 -6 -7 -8 11 -10 15 -12 -13 -14 16 19 -17 17 -19 -20 20 -22 -23 24 27 -26 -27 -28 -29
leaf_value=0.0014427487461402457 0.00020696190418136417 0.001140537325114602 0.0011260426055581577 1.680939674600306e-05 0.00061476598520479402 0.0011906196603756114 0.0011889613363644551 0.00031010152039599167 0.00066052878722281706 0.00088774348457073594 0.00072593709695769465 0.00067106763126162676 0.00091961082150402622 0.00094575792837995601 0.00062736376997342945 0.00084000741817961413 0.0011408635920737904 0.00094155728258475842 0.0013260954085385706 0.00026595707927441195 0.00053245147889557833 0.0011646580578327597 0.00089342514383985332 0.0012553019497127825 0.00079291131057446012 0.001093173483995065 0.0010751320575716719 0.001070208191957618
leaf_weight=55 53 75 54 59 70 87 71 55 61 67 73 56 75 66 63 70 1143 57 64 52 54 96 52 55 57 75 71 53
leaf_count=55 53 75 54 59 70 87 71 55 61 67 73 56 75 66 63 70 1143 57 64 52 54 96 52 55 57 75 71 53
internal_value=0 0.000552867 0.00106703 0.000415922 0.00088696 0.0008956 0.000809061 0.000689556 0.000879424 0.00109903 0.000495625 0.000492528 0.00113251 0.00114401 0.000419733 0.00101696 0.00113163 0.00114131 0.00115071 0.000486252 0.000402051 0.00104044 0.00101263 0.00106934 0.000933661 0.000996493 0.000998599 0.0011648
internal_weight=0 499 2440 354 145 384 297 226 115 2056 295 111 1460 1385 222 596 1330 1264 1207 169 106 526 430 250 180 142 123 108
internal_count=2939 499 2440 354 145 384 297 226 115 2056 295 111 1460 1385 222 596 1330 1264 1207 169 106 526 430 250 180 142 123 108
is_linear=0
shrinkage=0.0032998


Tree=6140
num_leaves=34
num_cat=0
split_feature=1 155 3 12 4 2 3 1 158 40 12 1 474 51 2 133 15 4 1447 160 2 15 4 42 15 42 158 3 4 1 3 49 42
split_gain=16.6061 4.69252 3.15509 2.00034 1.8982 1.60669 1.4857 1.00019 0.619342 0.522824 0.500295 0.465234 0.437133 0.522007 0.426177 0.569346 0.408782 0.342286 0.335997 0.27069 0.264977 0.261211 0.280663 0.257728 0.2555 0.322315 0.189946 0.176974 0.157521 0.134635 0.132134 0.110328 0.0742862
threshold=0.10123500000000001 0.09198000000000002 0.30863500000000005 -1.0000000180025095e-35 0.024470000000000002 0.10472500000000001 0.090170000000000014 0.11883500000000001 0.077000000000000013 -0.062739999999999976 1.0000000180025095e-35 1.0000000180025095e-35 0.081755000000000008 0.078960000000000016 0.090485000000000024 0.017095000000000003 -0.17840999999999999 -0.036839999999999991 -0.085804999999999979 -0.078934999999999991 0.14253500000000002 0.090165000000000009 -0.10023999999999998 0.098705000000000001 0.094410000000000008 -0.047584999999999995 0.09908500000000002 -0.082634999999999986 -0.020619999999999996 0.10726500000000001 -0.083319999999999991 0.094480000000000022 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 9 10 7 -7 29 11 16 12 31 13 17 18 24 -2 -1 -12 -17 -4 22 -20 30 25 -16 -10 -24 32 -5 -23 -6 -21
right_child=1 -3 20 5 8 6 -8 -9 26 -11 14 -13 -14 -15 15 19 -18 -19 21 28 -22 23 27 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.0012107283992633135 0.000386885884193997 0.0014834581590492555 0.0002770225580102324 0.0011846037856005781 0.0011304939573411141 0.00036839011133513774 0.00095194944994333574 0.00074956256323831076 0.0013908502699021337 0.00022046865420072574 0.0011461891213534589 0.00070696280168137027 0.00091270203120337044 0.0010050165801696097 0.0012452047299309152 0.001582008999773182 0.000734971353506109 0.0015593364072174563 0.0016562302814984943 0.0013478383253755567 -5.1092207841629769e-05 0.00123491639134045 0.0013694625945308613 0.0011056451486871509 0.0012986861661613541 0.00092978923768179513 0.0011103722009574081 0.0014742682832445827 0.0014624849414536553 0.001424815016369629 0.0014329789636571188 0.00095333223634544786 0.0011888829760727695
leaf_weight=65 67 78 52 54 86 91 100 53 58 63 65 61 52 61 61 53 83 61 53 60 55 62 552 61 75 88 52 277 58 54 106 77 87
leaf_count=65 67 78 52 54 86 91 100 53 58 63 65 61 52 61 61 53 83 61 53 60 55 62 552 61 75 88 52 277 58 54 106 77 87
internal_value=0 0.000717005 0.00062799 0.000726396 0.00128471 0.000879247 0.000674103 0.0011224 0.0010548 0.000473634 0.00132517 0.000954573 0.0011828 0.00125772 0.00134567 0.00126217 0.000579728 0.00137978 0.00137986 0.00136852 0.000108036 0.0013935 0.00141969 0.00129247 0.00113951 0.00105916 0.00125858 0.00140452 0.00131316 0.00130504 0.00136009 0.00104702 0.001254
internal_weight=0 750 672 565 2231 352 191 161 334 213 1897 224 239 187 1658 482 150 126 1176 258 107 1111 882 229 224 149 110 829 205 108 168 163 147
internal_count=2981 750 672 565 2231 352 191 161 334 213 1897 224 239 187 1658 482 150 126 1176 258 107 1111 882 229 224 149 110 829 205 108 168 163 147
is_linear=0
shrinkage=0.0032998


Tree=6141
num_leaves=30
num_cat=0
split_feature=4 2 39 13 2 2 4 2 4 2 15 2 13 52 51 4 1213 402 2 52 13 2 156 13 15 15 4 52 2
split_gain=28.7826 6.81514 4.13282 3.91764 3.64814 0.810573 0.741534 0.663305 0.62125 0.813077 0.603673 0.868747 0.587608 0.543819 0.6637 0.525426 0.472304 0.46649 0.451606 0.418356 0.366375 0.23061 0.22158 0.22039 0.153135 0.147525 0.137326 0.118015 0.0250263
threshold=0.31392000000000003 0.10859000000000001 0.082765000000000019 -0.23438999999999996 0.15205000000000002 0.14346500000000004 -0.032169999999999997 -0.007134999999999999 -0.079814999999999983 0.095565000000000011 0.025430000000000005 0.089635000000000006 -0.0073899999999999999 0.0030150000000000008 -0.12362999999999999 -0.14345499999999997 -0.097649999999999987 -0.047309999999999998 0.087815000000000018 0.024870000000000003 -0.087359999999999979 0.11719 0.089695000000000011 -0.15941999999999998 0.084735000000000019 -0.43587999999999999 -0.075984999999999983 0.13248000000000001 0.10043500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 12 6 21 -4 10 17 11 -1 23 14 -8 -12 -17 26 -18 -11 24 -5 -22 -2 -19 -14 -10 -21 -13
right_child=4 3 7 5 -6 -7 13 -9 9 19 15 28 25 -15 -16 16 18 20 -20 27 22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00099596221270649584 0.0004881910621231834 0.00020520057789874066 0.00060350191028335498 0.0012308334132366003 -0.00044178551622074479 0.0007258539576880255 0.0011413753207971025 0.001055646592568906 0.0013737537247813071 0.0010609566505312207 0.0018771072576457728 0.0014602525702148777 0.00076598160062313835 0.0012889566644909058 0.00061684461198089247 0.0018469489576043367 0.0015618469632480221 0.0016580260050534331 0.0012980280332656232 0.0014749554719373187 0.0014166441523961763 0.0015237942123194918 0.0015966897335812282 0.00022270408029641717 0.0014636616177767855 0.00053535155581391127 0.0011380220757140815 0.0012647094181215538 0.0015794066615501677
leaf_weight=52 56 65 56 73 58 56 52 98 52 96 59 55 54 52 54 52 382 140 89 53 714 52 87 89 71 73 63 76 52
leaf_count=52 56 65 56 73 58 56 52 98 52 96 59 55 54 52 54 52 382 140 89 53 714 52 87 89 71 73 63 76 52
internal_value=0 0.00134279 0.00141377 0.000947951 0.000309242 0.00109026 0.00116225 0.000891459 0.00145218 0.00140976 0.00152953 0.00134782 0.000469517 0.00101112 0.000874494 0.00157912 0.00154543 0.00144609 0.00151207 0.00122761 0.00146892 0.00135299 0.00143624 0.00032548 0.00159279 0.000633692 0.00124492 0.00135136 0.00151849
internal_weight=0 2651 2247 404 330 339 283 154 2093 1352 741 159 272 158 106 582 523 1127 471 225 1012 125 801 145 211 127 115 129 107
internal_count=2981 2651 2247 404 330 339 283 154 2093 1352 741 159 272 158 106 582 523 1127 471 225 1012 125 801 145 211 127 115 129 107
is_linear=0
shrinkage=0.0032998


Tree=6142
num_leaves=19
num_cat=0
split_feature=3 9 2 13 52 52 12 151 1429 52 13 2 13 3 160 42 157 15
split_gain=0.830941 0.367362 0.266646 0.333525 0.285141 0.243806 0.208341 0.242136 0.26662 0.177572 0.270181 0.267859 0.163429 0.153479 0.139208 0.159669 0.128871 0.0702141
threshold=0.31351000000000001 -1.0000000180025095e-35 0.10859000000000001 -0.15747499999999998 0.12456500000000001 -0.53082999999999991 0.099680000000000005 0.077805000000000013 0.084690000000000015 -0.057374999999999995 -0.077034999999999978 0.12551500000000002 0.0024700000000000004 -0.07929499999999999 -0.053494999999999994 -0.059799999999999992 -0.079969999999999986 -0.040119999999999996
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 9 16 7 8 -7 11 -11 13 17 -4 -8 -16 -5 -12
right_child=-2 2 4 5 -6 6 14 -9 -10 10 12 -13 -14 -15 15 -17 -18 -19
leaf_value=0.00034238223555520616 -0.0043645462454063068 0.025500242418283074 0.010925389518126969 0.012670081091627502 0.0173712173988054 0.012125393382758778 0.013644985722727605 0.021954962081098695 0.0031957130094047862 -0.0060376535258918861 0.006433874324529504 0.01730497496550798 -0.0013145005804555548 -0.00075127193794604957 0.0098800957489168974 -0.00023512027465200642 0.023407907669937909 0.014485587959687964
leaf_weight=89 103 52 63 56 78 1664 61 67 101 65 74 84 52 64 80 98 76 54
leaf_count=89 103 52 63 56 78 1664 61 67 101 65 74 84 52 64 80 98 76 54
internal_value=0 0.0110068 0.0113465 0.0121488 0.00795527 0.0118328 0.0113836 0.0119945 0.0116154 0.00634071 0.00324788 0.00992339 0.00661097 0.00502694 0.00669335 0.00430095 0.0188661 0.00984473
internal_weight=0 2878 2789 2255 534 2203 2071 1832 1765 456 245 211 180 127 239 178 132 128
internal_count=2981 2878 2789 2255 534 2203 2071 1832 1765 456 245 211 180 127 239 178 132 128
is_linear=0
shrinkage=0.16829


Tree=6143
num_leaves=24
num_cat=0
split_feature=4 376 2 2 2 0 2 0 2 4 0 13 0 15 13 13 4 4 43 4 52 15 52
split_gain=24.1601 6.85148 5.76383 2.56977 2.14204 1.8842 1.28015 0.958135 1.49642 1.37526 2.36687 0.823837 0.787796 0.583579 0.464825 0.439276 0.361802 0.322626 0.243049 0.21734 0.131879 0.0805174 0.0432372
threshold=0.31392000000000003 0.048375000000000008 0.15305000000000002 0.15205000000000002 0.11183000000000003 -0.075624999999999984 0.086365000000000011 -0.076384999999999995 0.095565000000000011 -0.17568999999999999 -0.049474999999999998 -1.0000000180025095e-35 -0.13843999999999998 -0.42443999999999993 -0.13871999999999998 -0.15941999999999998 0.04105000000000001 0.0051950000000000008 -0.072594999999999979 0.053330000000000009 -0.55901999999999985 0.10695 -0.07167999999999998
decision_type=2 2 2 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 7 -6 -3 8 14 20 17 15 -10 -13 -1 -2 -16 -11 -14 21 -9 -7 -22
right_child=3 6 -4 -5 5 19 -8 9 12 10 -12 13 18 -15 16 -17 -18 -19 -20 -21 22 -23 -24
leaf_value=0.0021800773703010102 0.00096205522654999162 0.00054678194379603024 0.00066559153556938842 0.00012838905008139278 0.0010886770248676209 0.0018436416406832311 0.0012340284538662934 0.0020645249837488939 0.0012455014081396193 0.0017244279239581289 0.00091483570370791086 0.0013534867551552006 0.0018779907876008196 0.00089122368807996357 0.0018809915734091765 0.00059089186265444762 0.0016939904285686732 0.0014610703553780632 0.0015858868204288259 0.0015027078516860475 0.0017828710251658966 0.0016597269050435586 0.0019296970599242879
leaf_weight=54 56 52 53 58 88 67 69 57 59 269 52 54 55 68 1286 94 128 65 79 53 53 53 59
leaf_count=54 56 52 53 58 88 67 69 57 59 269 52 54 55 68 1286 94 128 65 79 53 53 53 59
internal_value=0 0.00170669 0.00174339 0.000759691 0.00176644 0.00148292 0.000938974 0.00179982 0.0018397 0.00168038 0.0015712 0.000894177 0.00156544 0.00109612 0.00187574 0.000729694 0.00186409 0.00167328 0.00170604 0.00168326 0.00192954 0.00176271 0.00186053
internal_weight=0 2651 2530 330 2477 261 121 2216 1661 555 386 272 193 122 1468 150 1414 334 134 173 169 120 112
internal_count=2981 2651 2530 330 2477 261 121 2216 1661 555 386 272 193 122 1468 150 1414 334 134 173 169 120 112
is_linear=0
shrinkage=0.0032998


Tree=6144
num_leaves=19
num_cat=0
split_feature=4 10 52 51 15 48 131 1443 4 1373 1204 402 52 1211 12 123 12 12
split_gain=0.616051 0.694482 0.187482 0.418096 0.295274 0.214687 0.161643 0.14952 0.186881 0.16846 0.129961 0.160275 0.132155 0.118285 0.089053 0.0636556 0.108965 0.0905079
threshold=0.008570000000000003 -0.084514999999999993 -0.049669999999999999 -0.41109999999999997 -0.093074999999999977 0.10891500000000001 0.088565000000000019 1.0000000180025095e-35 -0.51843499999999987 0.081160000000000024 -0.065259999999999985 -0.43418999999999991 0.5140450000000002 0.08789000000000001 0.087825000000000014 0.086020000000000013 -0.041014999999999989 0.091345000000000023
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 -3 -5 6 15 8 -1 10 14 -12 13 -13 -10 16 -4 -18
right_child=1 2 5 4 -6 -7 -8 -9 9 -11 11 12 -14 -15 -16 -17 17 -19
leaf_value=0.021416713697594104 -0.012846646410343766 0.012882101258422474 0.0036029556394053023 0.0043840588977922821 -0.012336804300805283 -0.00013539477459681651 0.0030628906718458081 0.0028295890535391527 0.0010465841271157163 0.0018499458088724211 0.0043092673420190297 0.012258945887401094 0.0042687337016809419 0.019274250207060546 0.0099098927726328622 0.016781401931519838 0.013949490563514048 0.0081776225272404881
leaf_weight=54 52 71 57 64 56 68 83 57 52 52 75 1648 57 72 86 52 194 131
leaf_count=54 52 71 57 64 56 68 83 57 52 52 75 1648 57 72 86 52 194 131
internal_value=0 0.00596884 0.00723198 0.00264057 -0.00340404 0.00872799 0.00989725 0.0113758 0.0116073 0.011347 0.0115943 0.0119667 0.0122889 0.0125537 0.00658311 0.0112001 0.0104357 0.0116285
internal_weight=0 828 776 191 120 585 517 2153 2096 2042 1990 1852 1777 1720 138 434 382 325
internal_count=2981 828 776 191 120 585 517 2153 2096 2042 1990 1852 1777 1720 138 434 382 325
is_linear=0
shrinkage=0.16829


Tree=6145
num_leaves=27
num_cat=0
split_feature=1 2 15 124 2 2 14 12 12 1 49 13 1 12 12 2 48 12 3 52 12 50 52 51 52 43
split_gain=26.1637 5.51123 3.96832 3.05932 1.72519 1.55609 1.453 1.1859 1.18239 0.938334 0.912826 0.890611 0.82432 0.630627 0.607986 0.504802 0.46316 0.374368 0.520928 0.316299 0.261016 0.24208 0.23491 0.552097 0.242622 0.131984
threshold=0.10529500000000001 0.14132000000000003 -0.21242999999999998 -0.080429999999999988 0.097005000000000022 0.10615500000000001 0.064610000000000015 -1.0000000180025095e-35 0.083885000000000015 0.12646500000000002 -0.046739999999999997 -0.0019149999999999998 0.085410000000000014 0.095295000000000019 0.11878500000000002 0.08622500000000001 0.085790000000000019 0.084595000000000017 -0.11749 -0.46007999999999999 0.081320000000000017 1.0000000180025095e-35 0.024870000000000003 -1.0000000180025095e-35 0.10096500000000001 -0.083349999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 -1 6 7 8 -4 12 -2 -6 -7 20 -9 21 -14 -3 25 -19 -20 -5 22 23 -12 -24 -10
right_child=1 16 5 4 10 11 -8 13 17 -11 14 -13 15 -15 -16 -17 -18 18 19 -21 -22 -23 24 -25 -26 -27
leaf_value=0.00059564365490360788 0.00040484538475933765 -0.00033140974530342126 0.00053785971303975985 0.0013186547925524634 0.00061248908749101283 0.00025645636784186803 0.0016841097086939931 0.0013997643594936848 0.0015633327993182535 -9.6097613350510096e-05 0.001161507150198303 0.00073780208229959321 0.0010205316426403369 0.00094575783728409848 0.00076067897844786243 0.0005649196834198758 6.0488843709373749e-05 0.00092291953032048654 0.00099888879686528716 0.0012653576604427727 0.0010521754201446914 0.0013177569437116605 0.0013654695301334682 0.00082967793544633315 0.0010716188720035378 0.0013304157029347822
leaf_weight=100 78 81 52 70 54 73 76 55 53 85 125 99 53 87 62 54 55 55 52 1149 100 56 54 99 76 61
leaf_count=100 78 81 52 70 54 73 76 55 53 85 125 99 53 87 62 54 55 55 52 1149 100 56 54 99 76 61
internal_value=0 0.0004196 0.00057193 0.0011611 0.00118622 0.000762681 0.00123682 0.000965501 0.00121616 0.000143401 0.00102043 0.000533715 0.00101886 0.00112185 0.00106703 0.000790926 -0.000172662 0.00125602 0.00123939 0.00125385 0.00116211 0.00111327 0.00108082 0.00101501 0.00119395 0.00143901
internal_weight=0 665 529 2349 2249 366 1723 194 1647 163 526 172 277 142 472 107 136 1370 1256 1201 170 410 354 224 130 114
internal_count=3014 665 529 2349 2249 366 1723 194 1647 163 526 172 277 142 472 107 136 1370 1256 1201 170 410 354 224 130 114
is_linear=0
shrinkage=0.0032998


Tree=6146
num_leaves=23
num_cat=0
split_feature=4 2 2 0 1 0 4 1 4 14 2 4 15 124 0 1 0 0 43 0 132 4
split_gain=20.3397 7.79925 2.90796 3.40838 1.62233 1.38798 1.23472 1.25747 0.93385 0.851606 0.428533 0.380593 0.363575 0.352005 0.340066 0.468767 0.259731 0.197584 0.194184 0.248053 0.155672 0.086007
threshold=0.27644500000000005 0.14132000000000003 0.10052500000000002 -0.10028499999999999 0.13300500000000001 -0.066574999999999981 -0.17568999999999999 0.11230000000000001 0.078235000000000013 0.064610000000000015 0.11504500000000002 0.05864500000000001 -0.41725999999999991 -0.079729999999999981 -0.10594499999999998 0.083670000000000008 0.051660000000000005 -0.014989999999999998 -0.081139999999999976 -0.06537999999999998 -0.10994 0.48395000000000005
decision_type=2 2 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 10 9 16 -8 -4 13 -2 17 -6 -1 15 -15 -7 18 -5 -20 -16 -12
right_child=4 -3 3 11 12 6 7 -9 -10 -11 21 -13 -14 14 20 -17 -18 -19 19 -21 -22 -23
leaf_value=0.0012997744318760708 0.00096934670607108251 0.00049527266688906865 0.00067674038542455165 0.0017313443218498917 0.00046601403255089579 0.0017421545755093536 0.00076917984125023109 0.0014226168903179908 0.001212716237484243 0.0019041992506962143 0.00056500481790510879 0.0011914303940751411 0.00012117671834172006 0.0016309576220386302 0.0017604386295998794 0.0012483764958241639 0.0014091201311279243 0.0013725920343300698 0.0013625334231805383 0.0016282787027323993 0.0015819775214900122 0.00075676620679903522
leaf_weight=54 90 88 101 52 91 53 65 64 55 86 55 55 53 64 59 80 53 105 81 78 1480 52
leaf_count=54 90 88 101 52 91 53 65 64 55 86 55 55 53 64 59 80 53 105 81 78 1480 52
internal_value=0 0.00146193 0.00149482 0.00127574 0.000605979 0.00155091 0.00131135 0.00109364 0.000865932 0.00158177 0.000800704 0.00144796 0.000339339 0.00156579 0.0015743 0.00141866 0.00157597 0.0014925 0.001552 0.00149312 0.00158884 0.000658527
internal_weight=0 2673 2585 527 341 2058 235 129 156 1823 197 371 144 1737 1683 144 106 316 211 159 1539 107
internal_count=3014 2673 2585 527 341 2058 235 129 156 1823 197 371 144 1737 1683 144 106 316 211 159 1539 107
is_linear=0
shrinkage=0.0032998


Tree=6147
num_leaves=31
num_cat=0
split_feature=1 2 12 124 2 2 2 12 2 1 12 42 12 15 480 16 42 4 2 16 12 474 42 16 16 15 15 12 4 12
split_gain=20.1546 4.29539 2.83995 2.05141 1.18395 1.12271 1.11454 0.84728 0.700276 0.623268 0.468998 0.380786 0.47357 0.310569 0.294172 0.319766 0.433606 0.357929 0.350692 0.527184 0.273941 0.267729 0.257484 0.232181 0.176136 0.165202 0.15951 0.196243 0.107946 0.0701507
threshold=0.10509 0.14132000000000003 0.088365000000000013 -0.080429999999999988 0.099345000000000017 0.10682000000000001 -1.0000000180025095e-35 0.098785000000000012 0.10869000000000002 0.089455000000000021 0.11878500000000002 -0.080354999999999982 0.087470000000000006 -0.40166999999999992 -0.065749999999999989 -0.011694999999999999 0.085345000000000018 -0.048309999999999992 0.087815000000000018 -0.11227499999999999 0.085845000000000019 0.083955000000000016 0.079335000000000003 -0.071129999999999985 -0.087834999999999983 -0.13843999999999998 0.097415000000000015 0.094045000000000004 0.018150000000000003 0.090685000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 9 7 -2 -4 -8 14 11 -6 -13 -3 -5 18 21 -18 19 -16 -11 -17 -14 25 -20 -10 27 29 -24 -22
right_child=1 13 5 4 10 -7 8 -9 23 20 -12 12 22 -15 15 16 17 -19 24 -21 26 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010298511335076724 0.00050891185695267095 0.00051948000127922966 0.0017216171222726947 0.0018175167594624674 0.0016341830846195282 0.00088597218010005212 0.0012330338627083257 0.0012068688476172668 0.00077172310368906676 0.0012208957311534187 0.0010837806206106548 0.0011586760826290839 0.0013101006939086153 0.00019611299431922838 0.0019293232639634918 0.0015061579970100756 0.0012119983428648714 0.0015063592862599655 0.0014425259956776155 0.0016244790583685833 0.0015266778609572752 0.0017220371293563135 0.0016284759217543836 0.00065800221648524475 0.0015914045707927011 0.0010280193428781465 0.0013309598762655597 0.0013984524978831658 0.0014297892133635886 0.0017086843977519779
leaf_weight=98 101 54 68 59 68 52 60 73 53 61 57 93 98 82 72 173 81 107 153 506 53 104 71 64 227 61 69 83 60 53
leaf_count=98 101 54 68 59 68 52 60 73 53 61 57 93 98 82 72 173 81 107 153 506 53 104 71 64 227 61 69 83 60 53
internal_value=0 0.000848498 0.000982318 0.00149831 0.00151872 0.00130214 0.000800135 0.00145537 0.000923573 0.00155659 0.00136607 0.00140723 0.0013592 0.000324768 0.00158528 0.00157562 0.00150347 0.00137972 0.0016106 0.00166251 0.00142319 0.00158734 0.00144048 0.000819062 0.00153155 0.000909173 0.00147088 0.00152178 0.00153774 0.00161801
internal_weight=0 668 532 2346 2248 193 339 141 238 1801 447 390 322 136 1482 1423 465 188 958 578 319 277 229 178 380 114 258 189 131 106
internal_count=3014 668 532 2346 2248 193 339 141 238 1801 447 390 322 136 1482 1423 465 188 958 578 319 277 229 178 380 114 258 189 131 106
is_linear=0
shrinkage=0.0032998


Tree=6148
num_leaves=32
num_cat=0
split_feature=2 52 3 151 2 0 10 3 16 42 0 3 2 16 0 15 51 4 4 3 42 4 0 48 15 52 13 52 16 16 4
split_gain=0.612298 0.424628 0.352105 0.318972 0.238868 0.542297 0.366166 0.331829 0.428203 0.607999 0.373641 0.307806 0.215665 0.272856 0.229593 0.214069 0.205423 0.177614 0.166896 0.151168 0.178181 0.149488 0.138233 0.127329 0.159212 0.119989 0.119508 0.0974818 0.0965003 0.0787825 0.0704042
threshold=0.14132000000000003 0.085250000000000006 0.28833000000000003 -1.0000000180025095e-35 0.080495000000000011 -0.10228499999999999 -0.00189 -0.097199999999999995 0.066010000000000013 -0.044384999999999994 -0.22745499999999999 0.018975000000000002 0.087210000000000024 -0.079519999999999993 -0.082134999999999986 -0.035654999999999992 -0.082424999999999984 0.50541500000000006 -0.46195999999999998 -0.090439999999999979 -0.012479999999999998 -0.077584999999999987 -0.086354999999999987 0.088085000000000011 0.096540000000000015 0.18043000000000001 0.096295000000000006 0.093130000000000004 -0.086219999999999977 -0.042884999999999993 -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 2 2 2 2 2
left_child=1 2 4 -3 5 -1 -7 8 9 -6 -9 16 13 22 -15 17 -12 -2 -13 -8 -21 27 30 24 25 -23 -10 -14 -24 -26 -5
right_child=15 3 -4 12 7 6 19 10 26 -11 11 18 21 14 -16 -17 -18 -19 -20 20 -22 23 28 -25 29 -27 -28 -29 -30 -31 -32
leaf_value=0.028345177722791378 0.010091268245162365 0.026166227311242369 -0.0042322667507576003 0.020422101489651543 0.010923791868554389 0.00065890914772029786 0.019477263332650947 -0.00084816343378358943 0.016011341631312171 -0.010847705083566408 0.013800051542291086 0.011576280735482272 0.014143800019496172 -0.0045524279171774056 0.0096184374904663677 -0.0087156246353415224 0.0076535832087296137 -0.0030427487763152747 0.024243855132017676 0.018109386612940891 0.0091856300129391968 0.00065798306373449197 0.0031115468684186137 0.019362169681313265 0.018902663674698481 0.011810939891929273 0.0048935080260775572 0.022802907800202318 0.013071435016213358 0.010261203597523477 0.012593167879984679
leaf_weight=53 63 52 56 67 57 90 73 92 58 100 207 56 64 58 73 55 615 54 64 81 302 55 52 66 69 55 53 92 60 55 67
leaf_count=53 63 52 56 67 57 90 73 92 58 100 207 56 64 58 73 55 615 54 64 81 302 55 52 66 69 55 53 92 60 55 67
internal_value=0 0.0102839 0.00889782 0.0133469 0.00928555 0.0120727 0.0104898 0.00800192 0.00271528 -0.00293196 0.00937041 0.0103703 0.0125445 0.00955333 0.0033306 -4.60343e-05 0.0092036 0.00401406 0.0183473 0.0124262 0.0110776 0.0150136 0.0128598 0.0127984 0.0109394 0.00625079 0.010719 0.019262 0.00846324 0.0150842 0.016521
internal_weight=0 2842 1957 885 1901 599 546 1302 268 157 1034 942 833 377 131 172 822 117 120 456 383 456 246 300 234 110 111 156 112 124 134
internal_count=3014 2842 1957 885 1901 599 546 1302 268 157 1034 942 833 377 131 172 822 117 120 456 383 456 246 300 234 110 111 156 112 124 134
is_linear=0
shrinkage=0.16829


Tree=6149
num_leaves=28
num_cat=0
split_feature=1 12 1 10 12 3 4 13 0 13 0 0 1 3 13 156 4 16 42 12 0 1 12 13 13 42 16
split_gain=22.6629 5.58943 3.10409 2.41309 1.55126 1.275 1.1616 0.975559 0.848679 0.760558 0.71724 0.580306 1.01265 0.650373 0.493388 0.452043 0.369462 0.320918 0.266897 0.33973 0.234833 0.224064 0.203935 0.20215 0.155445 0.133851 0.0996123
threshold=0.12381000000000002 0.056995000000000011 0.092395000000000019 -0.014199999999999999 -0.041014999999999989 -1.0000000180025095e-35 0.049545000000000006 -1.0000000180025095e-35 -0.072039999999999979 -0.099244999999999986 -0.22745499999999999 -0.064734999999999987 0.081720000000000015 -0.083104999999999984 -0.098524999999999988 0.083125000000000018 -0.097349999999999978 -0.090614999999999987 0.087065000000000017 0.086655000000000024 -0.068669999999999995 0.084815000000000015 0.10331000000000001 -0.0088749999999999992 -0.086094999999999991 -1.0000000180025095e-35 -0.11807499999999999
decision_type=2 2 2 2 2 2 2 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 24 17 11 -7 -6 -8 -9 14 13 -13 -3 21 -16 -4 23 -20 -19 25 26 -18 -5 -1 -11
right_child=3 6 5 4 8 7 9 10 -10 22 -12 12 -14 -15 16 -17 18 20 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0010888151811974851 -0.00029286003085378907 0.0016046089129740876 0.00072101734869787311 0.00028359441499343005 0.00038964712870509494 0.0005713205811394862 0.00075005764805223584 0.00083010581105648557 0.00095637917107633109 0.0013106557447998964 0.0013344759803430599 0.00071007913716555069 0.0014264333926161451 0.0011718005509361142 0.0010635764079259559 0.0014306075903585058 0.0014225616679684539 0.000563745502519362 0.0010927882888811648 0.001322134398472359 0.00025133163029188914 0.00096404149152922662 0.0010149887172904372 0.0013190577267812194 4.0792694030505231e-05 0.001328030591740403 0.0011493792587624176
leaf_weight=52 67 79 53 52 55 61 55 62 61 100 62 55 101 86 54 74 531 52 85 473 54 65 62 360 65 56 82
leaf_count=52 67 79 53 52 55 61 55 62 61 100 62 55 101 86 54 74 531 52 85 473 54 65 62 360 65 56 82
internal_value=0 0.00121464 0.000930606 0.000258723 0.000417484 0.000727707 0.00129369 0.00091419 0.000687974 0.00110235 0.00108258 0.00132504 0.00117343 0.000991946 0.00134821 0.00121304 0.00133471 0.00051051 0.00134479 0.00128726 0.000404924 0.00111978 0.00118162 0.00138078 0.000149006 0.00121318 0.00123819
internal_weight=0 2714 591 300 233 344 2123 185 116 299 124 1824 242 141 1582 247 1503 159 1449 558 106 173 244 891 117 108 182
internal_count=3014 2714 591 300 233 344 2123 185 116 299 124 1824 242 141 1582 247 1503 159 1449 558 106 173 244 891 117 108 182
is_linear=0
shrinkage=0.0032998


Tree=6150
num_leaves=24
num_cat=0
split_feature=4 3 39 48 15 15 15 13 15 43 4 15 42 4 43 151 1429 133 13 43 151 160 3
split_gain=13.3564 4.5309 3.32529 1.27563 0.787282 1.06417 0.719546 1.25342 1.41686 0.635842 0.61114 1.7875 0.58064 0.84939 0.55358 0.425933 0.332645 0.264425 0.274559 0.270854 0.243139 0.167681 0.1064
threshold=0.27998000000000006 0.28833000000000003 0.0047850000000000011 0.092265000000000014 -0.43091499999999999 -0.26361999999999991 0.079600000000000018 -0.077034999999999978 -0.11739999999999999 -0.049999999999999996 -0.39175499999999991 -0.0070899999999999991 0.12219000000000001 -0.14345499999999997 -0.080384999999999984 -0.077959999999999988 0.086570000000000022 -0.010024999999999997 -0.084509999999999988 -0.0048749999999999991 -0.095924999999999996 0.09709000000000001 -0.24149499999999999
decision_type=2 2 2 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 14 9 -6 7 16 -9 -2 22 -12 13 -8 -4 -7 20 19 -19 -15 -1 -22 -10
right_child=4 -3 3 -5 5 15 12 8 10 -11 11 -13 -14 17 -16 -17 -18 18 -20 -21 21 -23 -24
leaf_value=0.0013856271598723666 0.000605646373826002 0.00054227567221650029 0.0010319559232135063 0.00061526760007431778 0.00014768137938018255 0.00050554082565405236 0.001952122371794914 0.0016955194368657781 0.0013469190318210916 0.0010359579538272744 0.0013054189740589002 0.00080512760150649662 0.0011890036845649725 0.0016806720719952514 0.0014591235331297954 0.0009281699204871822 0.0012764987211097132 0.0012789522086738277 0.0015007974737362751 0.0015082414575179738 0.0016167698848992015 0.0014237523196661721 0.0015410988427317941
leaf_weight=80 66 65 91 60 55 53 53 96 57 88 419 96 54 182 53 52 53 73 452 237 353 61 81
leaf_count=80 66 65 91 60 55 53 53 96 57 88 419 96 54 182 53 52 53 73 452 237 353 61 81
internal_value=0 0.00140347 0.0014254 0.00102073 0.00068299 0.000520321 0.00146056 0.00140817 0.00132013 0.000851767 0.00126489 0.00121223 0.00152512 0.00154329 0.00118942 0.000715178 0.00152866 0.0015203 0.00147002 0.00158322 0.00155565 0.00158842 0.00146115
internal_weight=0 2616 2551 204 314 160 2347 1296 749 154 653 515 1051 997 144 105 547 944 525 419 494 414 138
internal_count=2930 2616 2551 204 314 160 2347 1296 749 154 653 515 1051 997 144 105 547 944 525 419 494 414 138
is_linear=0
shrinkage=0.0032998


Tree=6151
num_leaves=31
num_cat=0
split_feature=1 3 1 4 4 3 43 10 4 16 3 3 160 43 4 4 1 16 132 43 16 1 133 16 42 43 16 16 4 1211
split_gain=21.4693 5.76875 2.20251 1.59493 1.52029 1.33638 1.20201 1.17559 1.07303 0.762811 0.606537 0.891087 0.603279 0.577078 0.576071 0.384695 0.358804 0.350613 0.341844 0.3008 0.291323 0.286697 0.269709 0.206366 0.19751 0.178768 0.138661 0.171867 0.170108 0.0927392
threshold=0.10398500000000001 -0.055389999999999988 0.090650000000000022 0.31392000000000003 0.046185000000000004 0.091085000000000013 -0.081694999999999976 -1.0000000180025095e-35 0.50541500000000006 0.041025000000000006 -0.0070649999999999992 0.30863500000000005 -0.07163499999999999 -0.00067499999999999993 -0.42305999999999994 0.25367000000000006 0.11744000000000002 -0.077049999999999993 0.020305000000000004 -0.057539999999999994 -0.076439999999999994 0.083670000000000008 0.092215000000000005 0.18286500000000003 0.091005000000000016 0.0062300000000000003 -0.019749999999999993 -0.077049999999999993 -0.0062699999999999987 0.084720000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 9 -4 -3 10 13 -9 15 -8 18 -11 -12 -2 -14 26 22 -20 25 23 -16 -19 -15 27 -1 -28 -27
right_child=1 7 4 -5 -6 -7 12 8 -10 14 11 -13 17 21 19 -17 -18 24 20 -21 -22 -23 -24 -25 -26 29 28 -29 -30 -31
leaf_value=0.0016654505239664513 0.0015558409121056592 0.00026717978247759545 0.0010157086386916572 0.0008405294658581149 0.00075829854852023902 0.0011132606216001184 0.0011809378698641941 0.00051810624627086519 0.00039758383201025428 0.0017445379842914749 0.0012852101778956795 0.00056560914881718049 0.0013451952775050732 0.001686594328305657 0.0013665378248662952 0.00089302009497456501 0.0012321161979807135 0.001785617601195067 0.0016273386486248844 0.0011713229762591827 0.0013315965435662582 0.0013341247786566003 0.0012722614049025889 0.0016369310832006555 0.0015144929298666282 0.0014642566899162658 0.0016846165775970963 0.0015298465044174764 0.0018887694216762028 0.0016239313464861038
leaf_weight=485 95 95 83 75 54 74 57 57 98 52 54 54 53 76 57 57 64 72 82 69 69 96 80 74 54 200 240 139 59 56
leaf_count=485 95 95 83 75 54 74 57 57 98 52 54 54 53 76 57 57 64 72 82 69 69 96 80 74 54 200 240 139 59 56
internal_value=0 0.000823892 0.00150424 0.00123834 0.00127181 0.00154967 0.00135862 0.00059012 0.000685883 0.00156725 0.000812992 0.000914648 0.00147907 0.00159908 0.00142315 0.00108413 0.00142576 0.00157382 0.00164026 0.00136333 0.00149243 0.00149569 0.00142596 0.00151955 0.0016697 0.0015423 0.0016644 0.0016353 0.00172502 0.00149932
internal_weight=0 649 2281 234 373 1908 319 415 320 1834 222 165 236 1502 332 111 159 179 1074 280 151 428 211 131 126 332 923 624 299 256
internal_count=2930 649 2281 234 373 1908 319 415 320 1834 222 165 236 1502 332 111 159 179 1074 280 151 428 211 131 126 332 923 624 299 256
is_linear=0
shrinkage=0.0032998


Tree=6152
num_leaves=18
num_cat=0
split_feature=2 39 4 16 16 43 1427 4 1375 147 1 1 160 160 130 4 2
split_gain=0.645969 0.287864 0.246026 0.564715 0.550088 0.222874 0.190894 0.189034 0.256522 0.197842 0.177338 0.382781 0.252243 0.164015 0.147461 0.142338 0.117729
threshold=0.16993500000000003 0.099350000000000008 0.024470000000000002 -0.066844999999999988 0.052690000000000008 -0.092454999999999982 0.086010000000000017 0.0019650000000000002 -0.088184999999999986 0.088410000000000016 0.12000500000000001 0.10877000000000002 -0.014565 -0.013024999999999998 -0.004089999999999999 0.067120000000000013 0.10121500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -4 7 8 -1 14 11 12 -7 -9 -10 -6 -3
right_child=-2 16 3 4 15 10 -8 13 9 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.00041446195573543022 -0.0056358262869542599 0.0081349321082520281 0.0011458176638857074 -0.012707196580856931 0.001790440662556162 0.020278234622993083 0.021550925203167624 0.010682264099642977 0.015492832366019648 0.02180726908911388 0.005837384598925582 0.026274999312602701 0.0079430657494063885 0.022638285008613548 0.010701594040815074 0.013069285260201974 -0.0028347590947796716
leaf_weight=52 70 52 52 61 74 67 57 56 207 52 79 65 160 80 1631 56 59
leaf_count=52 70 52 52 61 74 67 57 56 207 52 79 65 160 80 1631 56 59
internal_value=0 0.0107107 0.0110501 0.00807225 0.000467192 0.011502 0.0119057 0.0116402 0.0112129 0.0115338 0.0129487 0.0148664 0.0115918 0.0177284 0.0112422 0.00666284 0.00228801
internal_weight=0 2860 2749 614 191 423 2135 2078 1942 1890 371 292 227 136 1838 130 111
internal_count=2930 2860 2749 614 191 423 2135 2078 1942 1890 371 292 227 136 1838 130 111
is_linear=0
shrinkage=0.16829


Tree=6153
num_leaves=24
num_cat=0
split_feature=2 1 456 43 148 2 3 3 2 49 132 13 2 16 43 49 159 3 4 3 4 3 0
split_gain=0.447096 0.242412 0.30813 0.337627 0.283547 0.28232 0.336159 0.451569 0.285312 0.271396 0.247152 0.237591 0.21488 0.283872 0.270298 0.179163 0.196819 0.25329 0.140446 0.126172 0.112997 0.103929 0.0739383
threshold=0.16993500000000003 0.080320000000000016 0.060100000000000008 -0.079409999999999994 -0.064274999999999985 -0.087809999999999985 0.096440000000000012 0.13772500000000001 0.082500000000000018 -0.081019999999999981 0.079320000000000015 -0.14022999999999999 0.083885000000000015 -0.080534999999999982 0.065040000000000014 0.10960000000000002 0.011235000000000002 -0.085014999999999993 -0.050244999999999991 -0.075154999999999986 0.0019650000000000002 -0.074959999999999985 -0.085824999999999985
decision_type=2 2 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 9 -5 -6 8 -8 -7 -3 18 -1 13 -13 15 16 19 -18 -11 -14 -17 -16 -20
right_child=-2 2 -4 4 5 6 7 -9 -10 10 -12 12 14 -15 21 20 17 -19 22 -21 -22 -23 -24
leaf_value=0.021544609778018683 -0.0046873748549409568 -0.0094128576017614499 0.01762639122907975 -0.0025559341239227229 0.020006180519476523 0.0089521975169630508 0.022069634790430104 0.0050717436474974915 0.0014542054485351893 0.00020868681185337953 -0.0056123610330994656 0.011256536851098845 0.011866286881939424 -0.0062347887632113533 0.00056049241308858124 0 0.010358648102827009 0.022896847691693055 0.0052658994032869248 0.0062991638183474124 0.010701433730626092 0.0086330235211269906 0.013571600824838216
leaf_weight=52 70 52 76 65 61 401 100 80 225 60 58 53 782 52 95 60 86 99 53 137 52 87 74
leaf_count=52 70 52 76 65 61 401 100 80 225 60 58 53 782 52 95 60 86 99 53 137 52 87 74
internal_value=0 0.00890923 0.0072134 0.00656801 0.00814309 0.00894728 0.00810809 0.014525 0.0062601 0.00161928 0.00396813 0.0103313 0.00994212 0.00257706 0.010494 0.0114003 0.012052 0.017078 0.00694923 0.0110383 0.00495951 0.00442921 0.0101196
internal_weight=0 2860 1305 1229 932 867 806 180 626 297 245 1555 1503 105 1398 1216 1104 185 187 919 112 182 127
internal_count=2930 2860 1305 1229 932 867 806 180 626 297 245 1555 1503 105 1398 1216 1104 185 187 919 112 182 127
is_linear=0
shrinkage=0.16829


Tree=6154
num_leaves=19
num_cat=0
split_feature=4 3 39 3 12 11 42 4 3 3 4 3 13 158 12 13 3 13
split_gain=16.8066 5.85419 4.60148 1.47147 1.13878 1.14275 0.949993 0.784902 0.755179 1.33115 0.673698 0.62103 1.24413 0.468249 0.519815 0.386893 0.271493 0.265316
threshold=0.31392000000000003 0.25089000000000006 0.0047850000000000011 -0.080854999999999996 0.11697000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.024470000000000002 0.31395500000000004 0.076825000000000018 -0.012384999999999998 -0.10175499999999998 0.17888000000000001 0.019155000000000002 0.083335000000000006 -0.094359999999999986 -0.075244999999999992 -0.077504999999999977
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 7 -4 11 9 17 -8 12 -1 14 -9 -7 -13 -5
right_child=3 -3 6 8 -6 15 10 13 -10 -11 -12 16 -14 -15 -16 -17 -18 -19
leaf_value=0.00098632684538420582 0.0009995667112175431 0.00048458207077738862 0.0013474061422083866 0.00053985708243082392 0.0011450571318914462 0.0020008434101530625 0.0010776857255889018 0.00098021007087819136 0.00016598248352254572 0.00098899815404047487 0.00062689825875545801 0.0015638569185383198 0.0016318235609388541 0.0015299488543728925 0.0013518814562248323 0.0016566419251077475 0.0014626125578553883 0.00020659593068400196
leaf_weight=67 81 69 56 52 95 60 69 56 61 60 77 1260 64 102 162 94 392 53
leaf_count=67 81 69 56 52 95 60 69 56 61 60 77 1260 64 102 162 94 392 53
internal_value=0 0.00143378 0.00145941 0.000617566 0.00150049 0.00151543 0.000980974 0.00149524 0.000480499 0.000596561 0.000840183 0.00152239 0.00130195 0.00134382 0.00125657 0.00179098 0.00153985 0.000371975
internal_weight=0 2623 2554 307 2352 2257 202 2103 226 165 146 1783 131 320 218 154 1652 105
internal_count=2930 2623 2554 307 2352 2257 202 2103 226 165 146 1783 131 320 218 154 1652 105
is_linear=0
shrinkage=0.0032998


Tree=6155
num_leaves=28
num_cat=0
split_feature=3 156 14 148 0 52 403 394 0 4 474 483 133 52 4 4 42 4 4 42 4 403 0 52 0 42 133
split_gain=0.680084 0.281705 0.263972 0.297707 0.190329 0.322277 0.286946 0.231033 0.232513 0.23963 0.254316 0.181336 0.149235 0.182128 0.165502 0.60818 0.148654 0.289068 0.196971 0.142049 0.151617 0.297814 0.171571 0.140167 0.112356 0.0879434 0.0325664
threshold=-0.046079999999999989 0.094245000000000009 -0.24691499999999997 -0.043434999999999994 -0.081484999999999988 -0.15824499999999997 0.0055000000000000005 -0.041904999999999991 -0.080634999999999984 0.0051950000000000008 0.088510000000000019 0.09116500000000001 -1.0000000180025095e-35 -0.085009999999999988 -0.15366499999999997 -0.0048949999999999992 0.084535000000000013 -0.079524999999999985 -0.44205499999999992 -0.094319999999999987 -0.082199999999999981 -0.085549999999999973 -0.13165999999999997 -0.14198999999999998 -0.095724999999999991 0.086205000000000018 -0.09386499999999999
decision_type=2 2 2 2 2 2 2 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 11 -6 -9 10 16 19 -5 23 -15 -16 18 -18 -10 -7 21 -21 -22 -14 -8 -11 -26
right_child=1 -3 3 12 7 6 24 8 9 25 -12 -13 13 14 15 -17 17 -19 -20 20 22 -23 -24 -25 26 -27 -28
leaf_value=0.021528583110203378 -0.0078585094931877472 0.013680346574495244 -0.0061749622821649572 0.012013471769692105 -0.001903836425290784 0.0019948608408982727 0.023790609299964304 0.00079741627488341888 0.022257468989713432 0.0091197641744267376 0.021858344255650905 0.018472143783034203 0.0043621260115365712 0.011427301422116344 -0.012878799764944821 0.005204619975302258 -0.00065329709491132181 0.010996136949391161 0.011215503145891844 0.008529783070776625 -0.00056316143340728343 0.021891528588701501 0.0095291989667979967 0.016442520320387469 0.012348239956589077 0.0013473720437867721 0.017860955224007824
leaf_weight=94 52 90 65 93 53 69 54 80 59 72 64 67 53 54 67 246 78 262 212 115 52 81 536 57 79 98 54
leaf_count=94 52 90 65 93 53 69 54 80 59 72 64 67 53 54 67 246 78 262 212 115 52 81 536 57 79 98 54
internal_value=0 0.00481983 0.00365645 0.00460224 0.0106237 0.0120472 0.0112405 0.00887381 0.00949328 0.0103144 0.0117384 0.0100143 0.00583437 0.00462587 0.00281889 0.00132799 0.0106755 0.00831834 0.0136261 0.00934788 0.00999273 0.0140609 0.00863362 0.0106383 0.0172636 0.00464978 0.0146
internal_weight=0 777 687 635 2179 1201 1107 978 925 845 675 920 570 477 367 313 611 340 271 853 784 196 588 110 187 170 133
internal_count=2956 777 687 635 2179 1201 1107 978 925 845 675 920 570 477 367 313 611 340 271 853 784 196 588 110 187 170 133
is_linear=0
shrinkage=0.16829


Tree=6156
num_leaves=23
num_cat=0
split_feature=2 15 151 2 11 3 15 3 42 159 34 15 15 3 16 16 1204 50 2 3 2 11
split_gain=0.562899 0.311987 0.276865 0.299452 0.333882 0.264914 0.237704 0.208551 0.204931 0.195811 0.19067 0.184091 0.249581 0.131597 0.131491 0.129012 0.0892054 0.0651722 0.209939 0.100302 0.0441467 0.0396221
threshold=0.13388500000000003 0.088645000000000015 0.053170000000000002 0.11487000000000001 1.0000000180025095e-35 -0.12711499999999995 -0.0070899999999999991 -0.095554999999999987 0.079335000000000003 -0.46217999999999998 -0.08397499999999998 -0.035654999999999992 -0.2987999999999999 -0.063569999999999974 0.0054050000000000009 0.25619500000000001 -1.0000000180025095e-35 0.089030000000000012 0.087405000000000024 -0.07934999999999999 0.11978500000000002 0.087325000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -3 -4 -7 -11 12 -2 14 16 20 -9 18 -18 -19 -5 -8
right_child=11 7 8 15 6 9 21 13 -10 10 -12 -13 -14 -15 -16 -17 17 19 -20 -21 -22 -23
leaf_value=-0.0041375819925218169 -0.0037019444490554538 0.019597266042400474 -0.0080615992642440615 -0.0056704827375479725 0.024995635218332583 0.018031814412424838 0.014415196507639854 0.017095279707936166 0.0062075818503002219 0.017637576776921203 0.0073389282122701257 -0.007834176471047602 0.0091115869555028171 0.017450112001702711 0.00256231386163345 0.0073942358547753797 0.019738685745708244 0.001605692538625343 0.0083079983842525122 0.011470454259127036 0.00096027611981846638 0.0077300459143506209
leaf_weight=52 87 80 56 56 53 54 52 52 58 53 1486 66 85 66 69 59 61 62 184 56 57 52
leaf_count=52 87 80 56 56 53 54 52 52 58 53 1486 66 85 66 69 59 61 62 184 56 57 52
internal_value=0 0.00825629 0.00726358 0.00772936 0.00836987 0.00766006 0.0157956 0.0115436 -0.000786081 0.0080463 0.00769476 -0.000271596 0.00261988 0.0103689 0.00939952 0.00100842 0.010532 0.00958683 0.0111613 0.0063025 -0.00230986 0.0110899
internal_weight=0 2718 2088 1974 1802 1645 157 630 114 1593 1539 238 172 550 484 172 415 363 245 118 113 104
internal_count=2956 2718 2088 1974 1802 1645 157 630 114 1593 1539 238 172 550 484 172 415 363 245 118 113 104
is_linear=0
shrinkage=0.16829


Tree=6157
num_leaves=26
num_cat=0
split_feature=4 3 3 39 160 3 48 376 11 3 4 156 12 51 4 3 52 3 133 1429 393 402 3 133 42
split_gain=14.6159 3.37089 1.64721 1.0775 0.727076 0.687785 0.608412 0.571231 0.489048 0.91313 0.421295 0.382298 0.351207 0.306835 0.210974 0.185505 0.182048 0.226692 0.16657 0.146334 0.129656 0.146795 0.101295 0.099756 0.0769609
threshold=0.31392000000000003 -0.066229999999999997 0.28833000000000003 0.08511500000000001 -0.075199999999999975 -0.015979999999999998 0.091125000000000025 0.076485000000000011 1.0000000180025095e-35 -0.13392999999999997 -0.15615999999999999 0.093155000000000002 0.09253500000000002 -0.022999999999999996 -0.041239999999999992 0.13772500000000001 -0.070529999999999995 0.088880000000000015 -0.037434999999999989 0.085090000000000013 0.093575000000000019 0.09253500000000002 -0.075404999999999986 0.047685000000000005 0.098395000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 11 -2 -6 7 -5 9 -1 -10 13 19 -3 18 -7 -15 -18 -14 20 21 -11 23 -16 -20
right_child=4 2 -4 6 5 15 -8 -9 10 12 -12 -13 14 16 22 -17 17 -19 24 -21 -22 -23 -24 -25 -26
leaf_value=0.00055976881879671921 0.00044632449843923542 0.00064640178207232932 0.00024913388106290727 0.0009572677292196735 0.0003108012797168457 3.359872636128652e-05 0.00032625616265652283 0.00048187994687839307 0.0010227780960027654 0.00099721335625838742 0.0013565740927828774 0.0011267892082812239 0.0011564031039355174 0.0010648158152573839 0.00073956547686204331 -0.00021223367700892972 0.00091487673754128565 0.00069096022362161809 0.0009975631541921594 0.0011841129769658281 0.0011838296356983448 0.0011166609883781771 0.00095349966076974991 0.00090653530387853668 0.00087695085684010943
leaf_weight=54 82 75 70 56 90 90 69 55 95 924 75 58 54 52 99 53 163 73 162 66 53 134 83 70 101
leaf_count=54 82 75 70 56 90 90 69 55 95 924 75 58 54 52 99 53 163 73 162 66 53 134 83 70 101
internal_value=0 0.000931123 0.000728931 0.000784755 0.000178989 8.47537e-05 0.000570514 0.000722033 0.000999973 0.000983872 0.00117025 0.000876271 0.000996969 0.000836147 0.000929023 -5.72676e-05 0.000885437 0.000845764 0.000986415 0.00102979 0.00102059 0.00101238 0.000856688 0.000808933 0.000951378
internal_weight=0 2641 671 601 315 233 180 111 1970 1800 170 421 1746 363 569 143 288 236 317 1177 1111 1058 252 169 263
internal_count=2956 2641 671 601 315 233 180 111 1970 1800 170 421 1746 363 569 143 288 236 317 1177 1111 1058 252 169 263
is_linear=0
shrinkage=0.0032998


Tree=6158
num_leaves=27
num_cat=0
split_feature=1 3 3 1 14 3 52 1 47 1 15 52 42 1 15 3 1 133 15 1429 133 475 3 3 475 15
split_gain=25.9741 4.76132 4.17893 1.91544 1.39094 1.66755 1.48866 1.02617 1.01623 1.00052 0.980663 0.725399 0.582308 0.477457 0.452804 0.424381 0.396558 0.317591 0.266645 0.21188 0.235803 0.265322 0.224508 0.20879 0.194384 0.175075
threshold=0.10932500000000002 -0.049204999999999992 -0.06533499999999999 0.09258000000000001 0.073890000000000011 -0.11749 -0.24841999999999997 0.083670000000000008 0.091930000000000012 0.12545500000000001 -0.0025249999999999995 -0.08330499999999999 0.11319000000000001 0.09772500000000002 -0.077474999999999988 0.088880000000000015 0.11869500000000001 -0.029244999999999997 -0.2987999999999999 0.082890000000000005 0.088660000000000003 -0.017224999999999997 -0.076289999999999983 -0.0096849999999999974 -0.085734999999999992 -0.091664999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 4 12 5 6 -1 -8 11 14 25 -3 15 19 -2 17 -13 -4 -18 20 21 -7 -22 -19 -21 -5
right_child=1 8 3 10 -6 13 7 -9 -10 -11 -12 16 -14 -15 -16 -17 18 23 -20 24 22 -23 -24 -25 -26 -27
leaf_value=0.0012923964006403626 0.0006634869129645125 -0.00036623700279892548 0.00094865152519460136 0.00053883990174723054 0.0016306197512603602 0.0010027726511692707 0.00091684901268761275 0.000322990631579805 0.00041610129094773844 0.00035661592477308516 0.00090956001347629659 0.00028507097992741423 0.0006614731031720977 0.00088021870408790321 0.0010691347422359969 0.00086432649074355181 -0.00012745237035054823 0.0010934787361278314 0.00014290546260672368 0.001464961697935497 0.0011485634796939536 0.0012223248162015555 0.00094363815206222621 0.001381713142216951 0.0012177867308096394 0.00028847339293805566
leaf_weight=58 53 53 62 54 68 66 72 57 74 54 60 63 52 56 71 94 102 54 65 58 363 947 72 60 96 72
leaf_count=58 53 53 62 54 68 66 72 57 74 54 60 63 52 56 71 94 102 54 65 58 363 947 72 60 96 72
internal_value=0 0.000291711 0.00109521 0.000828933 0.00116591 0.00114876 0.00085269 0.00065472 7.17903e-05 0.00073259 0.00056189 -1.81171e-05 0.000983078 0.00118213 0.000896037 0.00104489 6.19486e-05 0.00114112 -2.20123e-05 0.00119266 0.00118004 0.00120806 0.00111473 0.00124549 0.00131111 0.000396053
internal_weight=0 535 2421 508 1913 1845 187 129 357 178 186 283 322 1658 124 270 230 176 167 1602 1448 1013 435 114 154 126
internal_count=2956 535 2421 508 1913 1845 187 129 357 178 186 283 322 1658 124 270 230 176 167 1602 1448 1013 435 114 154 126
is_linear=0
shrinkage=0.0032998


Tree=6159
num_leaves=29
num_cat=0
split_feature=1 3 3 1 4 49 13 1 4 3 13 4 4 49 4 1 3 16 3 16 4 16 133 47 3 16 4 133
split_gain=20.3521 2.80567 2.65336 1.52118 1.07665 0.902992 0.87168 0.861819 0.808111 0.75658 0.830925 0.558131 0.498327 0.441996 0.376367 0.467067 1.33763 0.351973 0.299523 0.292871 0.365776 0.769374 0.289446 0.208542 0.20461 0.1394 0.115048 0.0634073
threshold=0.10932500000000002 -0.044539999999999989 -0.049204999999999992 0.092695000000000013 0.24814500000000003 -0.064334999999999989 -0.13871999999999998 0.12381000000000002 -0.012865 0.088880000000000015 -0.00027999999999999998 0.27998000000000006 0.061835000000000008 0.053250000000000006 -0.041794999999999992 0.07665000000000001 -0.083874999999999991 -0.14239499999999997 0.076825000000000018 -0.090964999999999976 -0.10023999999999998 0.26900000000000007 0.092425000000000021 0.089575000000000016 -0.096099999999999977 0.22339500000000004 0.0051950000000000008 -0.019039999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 9 6 -4 -1 12 -5 10 -3 13 -2 -7 19 22 -17 18 -13 27 21 -21 25 -18 -22 -16 -24 -8
right_child=2 3 5 8 -6 11 14 -9 -10 -11 -12 17 -14 -15 15 16 23 -19 -20 20 24 -23 26 -25 -26 -27 -28 -29
leaf_value=0.0017945556622561683 0.0013089064607785313 0.0011302876913291532 9.1445962008519682e-05 0.0011023629887520973 0.00097576962019254448 0.00092935715552675869 0.0014948289151617813 0.00061876443683748768 0.00063855707672498617 0.00099761842660448961 0.0016084563372572374 0.00035284859280160772 0.00087267835152008344 0.00049892519151886554 0.0014155151360412098 0.00072980007869594111 0.0015212746061271506 0.00020161407612375685 0.00067654999154062329 0.0010258139629646802 0.0015798306490339325 0.0015356776828241946 0.001316844065802607 0.0012236806346424052 0.0013982410230893555 0.0012387688988713646 0.001109904531286025 0.001649374994180217
leaf_weight=55 61 79 66 70 74 52 94 62 100 94 81 65 55 53 420 54 52 60 61 82 78 54 62 55 743 59 63 52
leaf_count=55 61 79 66 70 74 52 94 62 100 94 81 65 55 53 420 54 52 60 61 82 78 54 62 55 743 59 63 52
internal_value=0 0.00131614 0.000604846 0.00107197 0.00136797 0.000440568 0.00138304 0.000934126 0.000829743 0.00123395 0.00137258 0.000519629 0.00110238 0.000712427 0.00137091 0.00131399 0.00115459 0.000410602 0.000509841 0.00141035 0.001389 0.00122852 0.00135642 0.00136864 0.00141554 0.00139382 0.00121283 0.00155011
internal_weight=0 2421 535 424 1997 357 1923 178 170 254 160 291 116 105 1868 765 161 186 126 1103 957 136 604 107 821 479 125 146
internal_count=2956 2421 535 424 1997 357 1923 178 170 254 160 291 116 105 1868 765 161 186 126 1103 957 136 604 107 821 479 125 146
is_linear=0
shrinkage=0.0032998


Tree=6160
num_leaves=20
num_cat=0
split_feature=4 457 12 1447 43 48 483 16 1 1 12 3 43 52 393 4 16 4 12
split_gain=0.605119 0.425611 0.342176 0.227689 0.209827 0.188539 0.18037 0.22773 0.177213 0.175307 0.139465 0.283015 0.300594 0.328901 0.146444 0.125096 0.197979 0.161019 0.114756
threshold=0.31392000000000003 0.11742500000000002 -0.10063999999999999 -0.050039999999999994 -0.083134999999999987 -0.086624999999999994 -0.028959999999999996 -0.0090799999999999995 0.11206000000000001 0.12466500000000001 1.0000000180025095e-35 0.12745000000000004 -0.095964999999999981 -0.08799499999999999 0.087665000000000007 0.054720000000000012 -0.28430999999999995 0.0067750000000000006 0.087355000000000002
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 -4 -5 -1 18 -6 -10 11 12 -7 -14 15 17 -17 -12 -8
right_child=2 -3 4 5 8 10 7 -9 9 -11 14 -13 13 -15 -16 16 -18 -19 -20
leaf_value=0.0062220684927953756 0.013284109399760716 -0.005222405305541928 0.0085253389692653732 0.0190409611838105 -0.01151415857310983 0.015777594428206889 0.0090283200873106217 0.025081748015344744 0.0063416086718617003 -0.0053132980467413219 0.0094534380560126457 0.015672690348261294 0.0098723870352217195 -0.0016784489751470628 0.016715880075609962 0.011895828921776368 0.0017323289542656287 0.01780842668304743 0.019159283163870888
leaf_weight=59 58 55 52 54 56 55 84 65 63 87 1435 75 106 204 79 88 143 69 52
leaf_count=59 58 55 52 54 56 55 84 65 63 87 1435 75 106 204 79 88 143 69 52
internal_value=0 0.00940446 0.00160211 0.00971843 -0.00101711 0.00918443 0.0144518 0.0168586 -0.0034346 -0.00040626 0.00894749 0.00624792 0.0043064 0.0022654 0.0096013 0.00927632 0.00561192 0.00983794 0.0129151
internal_weight=0 2623 316 2568 258 2308 260 201 206 150 2254 440 365 310 1814 1735 231 1504 136
internal_count=2939 2623 316 2568 258 2308 260 201 206 150 2254 440 365 310 1814 1735 231 1504 136
is_linear=0
shrinkage=0.16829


Tree=6161
num_leaves=30
num_cat=0
split_feature=1 52 1 12 12 12 4 4 49 49 40 49 4 11 12 52 0 3 4 1 1429 4 3 0 0 475 402 13 13
split_gain=25.9154 5.97197 3.03938 2.46782 2.23871 2.30648 1.22227 1.1083 0.936431 0.906429 0.843995 0.820334 1.01698 0.635197 0.565342 0.540409 0.404148 0.391201 0.322406 0.311626 0.28948 0.399907 0.285322 0.258178 0.241906 0.212022 0.209412 0.138536 0.191402
threshold=0.10123500000000001 -0.41694999999999993 0.12646500000000002 0.088365000000000013 0.056995000000000011 0.093910000000000007 0.061835000000000008 0.032770000000000001 -0.071579999999999991 0.0062600000000000008 -0.0020749999999999996 0.084910000000000013 -0.17006499999999999 1.0000000180025095e-35 0.12399000000000002 -0.014264999999999998 -0.092134999999999981 -0.10690999999999999 -0.081334999999999977 0.11319000000000001 0.082890000000000005 -0.075984999999999983 -0.010434999999999998 -0.09194999999999999 -0.085349999999999995 -0.085719999999999977 0.081585000000000019 -0.0012399999999999998 -0.052124999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 13 -5 10 -1 16 -3 12 -10 17 18 -14 -4 -6 -7 -9 21 26 -18 -20 -23 -22 -19 28 -25
right_child=1 2 9 6 5 14 -8 19 11 -11 -12 -13 15 -15 -16 -17 22 20 23 -21 25 24 -24 27 -26 -27 -28 -29 -30
leaf_value=0.0018233897822801236 0.0017784573779705218 0.00094682155314740812 0.00067198232378012663 0.0017584226551364372 0.0015127829046641041 0.0017957203273323685 0.0011059584833446731 0.0012732117918708896 0.001590960932430853 0.0009685158446761015 0.00040893564949177782 0.0016249045661337967 0.00081017667038666547 0.0020867706434613601 0.001230036808950304 0.0012596427351308579 0.00053270155629295973 0.0018172440188124438 0.0013478585548718409 0.00094611224359078777 0.0021213380122739821 0.0017829011943144523 0.00021037392814842723 0.0015798290347940201 0.0016359786912808387 0.0018516344726877208 0.0019748764407072545 0.0014857658773753221 0.0017950448334445909
leaf_weight=59 90 58 75 63 52 76 63 55 58 53 71 87 54 90 52 65 57 401 57 79 53 328 64 184 209 92 128 102 64
leaf_count=59 90 58 75 63 52 76 63 55 58 53 71 87 54 90 52 65 57 401 57 79 53 328 64 184 209 92 128 102 64
internal_value=0 0.000982345 0.000869985 0.00105232 0.00170029 0.00174381 0.00143247 0.000870058 0.00144579 0.000584994 0.000651049 0.00136127 0.00123148 0.00181649 0.00155993 0.00105598 0.000481107 0.0017972 0.00159537 0.00108063 0.00180939 0.00179016 0.000362505 0.00155787 0.00172578 0.00195046 0.00185545 0.00159197 0.00163551
internal_weight=0 728 638 389 2211 1888 126 263 323 249 129 264 177 1353 535 119 196 1263 483 134 1211 1066 121 407 537 145 529 350 248
internal_count=2939 728 638 389 2211 1888 126 263 323 249 129 264 177 1353 535 119 196 1263 483 134 1211 1066 121 407 537 145 529 350 248
is_linear=0
shrinkage=0.0032998


Tree=6162
num_leaves=20
num_cat=0
split_feature=4 457 12 0 482 1446 50 15 15 16 4 52 12 0 481 484 16 13 15
split_gain=0.515108 0.312 0.23419 0.261011 0.184219 0.182074 0.183845 0.182447 0.351481 0.75758 0.316087 0.214829 0.21819 0.186985 0.149323 0.153283 0.0888627 0.0829385 0.0758993
threshold=0.31392000000000003 0.11662500000000002 -0.10063999999999999 -0.036459999999999992 -1.0000000180025095e-35 0.037915000000000011 -0.096759999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 0.066010000000000013 -0.064209999999999989 0.095185000000000006 0.083335000000000006 -0.082844999999999988 -0.08211499999999998 -0.085234999999999991 -0.39761999999999992 -0.073724999999999985 -0.19153499999999998
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 16 -1 6 -6 8 10 -10 -8 12 -9 -13 15 -7 18 -16 -4
right_child=2 -3 3 -5 5 14 7 11 9 -11 -12 13 -14 -15 17 -17 -18 -19 -20
leaf_value=-0.00039656253177654369 0.011489718322653185 -0.0033773986278674869 0.0018975063264042391 0.0089724266158692067 0.017943552158262821 0.0124224585222677 0.021139547480985441 0.019875617509468022 -0.010792874580163668 0.0094569122804467227 0.0079938351221821372 -0.0020694673102358216 0.010831707233241662 0.0088193159184331953 0.006762271048534353 0.024874910886837468 -0.0093775634138573236 0.015309818847227777 -0.0060554700485112092
leaf_weight=54 58 56 86 64 64 60 55 86 88 129 948 60 659 172 85 54 52 53 56
leaf_count=54 58 56 86 64 64 60 55 86 88 129 948 60 659 172 85 54 52 53 56
internal_value=0 0.00902576 0.00182622 -0.000339233 0.00929704 0.00950606 0.00902553 0.00876493 0.00738754 0.00123674 0.00871648 0.0104831 0.0118781 0.00599551 0.0138103 0.0183367 -0.00342038 0.010058 -0.00122623
internal_weight=0 2623 316 258 2567 2513 2261 2197 1220 217 1003 977 745 232 252 114 194 138 142
internal_count=2939 2623 316 258 2567 2513 2261 2197 1220 217 1003 977 745 232 252 114 194 138 142
is_linear=0
shrinkage=0.16829


Tree=6163
num_leaves=27
num_cat=0
split_feature=1 4 151 148 48 156 48 49 1447 4 13 52 4 13 158 4 4 4 402 13 49 4 52 13 13 1
split_gain=0.394325 0.413821 0.239931 0.295808 0.259431 0.237682 0.232632 0.25982 0.181306 0.238146 0.229071 0.190227 0.19786 0.17252 0.150912 0.136596 0.13074 0.11852 0.135946 0.1116 0.114056 0.179038 0.138772 0.0529167 0.0830114 0.0349953
threshold=0.095435000000000006 -0.17568999999999999 -0.086249999999999979 -0.064274999999999985 0.11028500000000001 0.07881500000000001 0.08956500000000002 -0.0069299999999999995 -0.083839999999999984 -0.14994999999999997 -0.049994999999999991 0.08869500000000001 0.043640000000000005 -0.0088749999999999992 0.078875000000000015 0.078235000000000013 -0.082389999999999977 -0.081864999999999979 0.016205000000000004 -0.09219999999999999 0.086035000000000014 -0.0090849999999999976 0.087400000000000019 -0.0040999999999999986 -0.087479999999999988 0.078705000000000011
decision_type=2 2 2 2 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 5 -3 -4 6 -2 7 -5 16 10 -10 12 19 -9 15 -14 -1 -13 23 -11 22 -22 -21 24 -19 -12
right_child=1 2 3 4 -6 -7 -8 13 9 11 25 17 14 -15 -16 -17 -18 18 -20 20 21 -23 -24 -25 -26 -27
leaf_value=0.019938305037478975 0.020656051670587143 -0.0058553777200227074 -0.0085731089155220794 0.015125392741467663 0.015448762918790626 0.0052954834372669866 -0.0062842355072367101 0.0054696407693808182 0.010117964401192362 0.015723630398786732 -0.0063148058396020812 -0.0013636213879695538 -0.0035102937913379399 -0.0019510958892745688 0.010665067902001713 0.0065752806042552441 0.009764462383769856 0.0016695703349242819 0.014233810488633472 0.008355619088386352 0.0096453129564458701 0.021989777363869877 0.017368138642053783 0.0015372937566044693 0.0083456973945404932 -0.00010476076174839541
leaf_weight=59 59 89 53 59 56 56 62 287 56 96 52 65 74 128 81 78 94 76 54 788 95 52 52 88 178 52
leaf_count=59 59 89 53 59 56 56 62 287 56 96 52 65 74 128 81 78 94 76 54 788 95 52 52 88 178 52
internal_value=0 0.00380177 0.00232814 0.00346013 0.00454046 0.0131917 0.00339744 0.00466761 0.0081074 0.00766477 0.00143247 0.00822491 0.00925728 0.00317651 0.00479391 0.00165338 0.0136995 0.00527394 0.00636798 0.0102159 0.00967835 0.0140243 0.00891568 0.00512075 0.00635519 -0.00322706
internal_weight=0 849 734 645 592 115 536 474 2090 1937 160 1777 1316 415 233 152 153 461 396 1083 987 147 840 342 254 104
internal_count=2939 849 734 645 592 115 536 474 2090 1937 160 1777 1316 415 233 152 153 461 396 1083 987 147 840 342 254 104
is_linear=0
shrinkage=0.16829


Tree=6164
num_leaves=17
num_cat=0
split_feature=4 1375 1428 158 16 4 1447 16 43 4 4 42 1 16 16 4
split_gain=0.273615 0.213921 0.175346 0.158794 0.165761 0.20817 0.183708 0.203097 0.363402 0.174003 0.141902 0.218294 0.165724 0.132118 0.0876573 0.119768
threshold=0.31392000000000003 -0.10702499999999998 0.093475000000000016 0.12278500000000002 -0.20132999999999998 0.24099500000000004 -0.050039999999999994 -0.094174999999999995 -0.0058299999999999992 -0.12685999999999997 0.51152500000000012 0.089470000000000008 0.137215 -0.46591499999999991 -0.0090799999999999995 -0.074729999999999977
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 -3 14 8 -8 -9 11 13 -12 -2 15 -6
right_child=10 2 -4 -5 6 -7 7 9 -10 -11 12 -13 -14 -15 -16 -17
leaf_value=-0.003395475827515235 0.0065511488131752465 0.016449180795611942 0.016113424505208446 -0.0023717331278653993 0.0018339837992395554 0.0056055293716650812 0.0075305548652460823 0.0017542697139580727 -0.0057598576886092453 0.0068194783991757622 0.00038104646180469915 -0.010925909611998902 0.012353844825682355 -0.0046040966393349923 0.015080897274429482 0.011923346898582942
leaf_weight=63 71 103 53 58 54 99 117 220 116 1569 84 55 54 52 82 89
leaf_count=63 71 103 53 58 54 99 117 220 116 1569 84 55 54 52 82 89
internal_value=0 0.00627381 0.00651247 0.00630878 0.0065151 0.0111436 0.0060982 0.00558874 0.000906158 0.0061976 0.00102503 -0.0021079 0.00507907 0.0018205 0.0106686 0.00812594
internal_weight=0 2623 2560 2507 2449 202 2247 2022 233 1789 316 178 138 123 225 143
internal_count=2939 2623 2560 2507 2449 202 2247 2022 233 1789 316 178 138 123 225 143
is_linear=0
shrinkage=0.16829


Tree=6165
num_leaves=23
num_cat=0
split_feature=1 10 3 3 2 3 1375 160 2 16 1 1 1454 1 1456 3 401 403 3 160 1 43
split_gain=0.884279 0.502219 0.251985 0.248364 0.221585 0.312971 0.276168 0.32864 0.265639 0.194534 0.188296 0.177669 0.170434 0.147838 0.196882 0.172824 0.135778 0.1554 0.145106 0.182111 0.0934663 0.0475067
threshold=0.12448500000000001 -0.063134999999999983 -0.24190499999999995 -0.010434999999999998 0.092320000000000013 -0.082474999999999979 -0.067914999999999989 -0.015149999999999999 0.084195000000000006 0.26768500000000006 0.091000000000000011 0.14195000000000002 0.080340000000000009 0.10246000000000001 1.0000000180025095e-35 -0.021559999999999996 0.080710000000000018 -0.092714999999999978 -0.10690999999999999 -0.24462999999999999 0.085550000000000015 -0.083134999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 -4 8 -8 13 20 -5 16 14 15 -7 17 -6 -19 -20 -9 -10
right_child=1 3 4 11 12 9 7 10 21 -11 -12 -13 -14 -15 -16 -17 -18 18 19 -21 -22 -23
leaf_value=0.015195660020502558 -0.018176414296023052 0.0074093486927324804 0.015297285818129046 0.00013482751612895526 0.010482797606997251 0.0091845521962574325 -0.010970603202668367 0.0049179922551160363 -0.0010349007260227819 -0.00070210029572484911 0.014449559369268563 -0.011223754722808871 -0.0065535271581713224 0.0028708935934381686 0.00038891477669688392 0.015920076345967298 -0.004232117707925977 -0.0030011129836601093 0.011928824964121945 0.00289451926033053 -0.00088691048313816931 0.0052955206723272093
leaf_weight=66 63 67 54 89 87 435 74 463 83 63 53 69 54 97 56 145 65 100 71 589 94 56
leaf_count=66 63 67 54 89 87 435 74 463 83 63 53 69 54 97 56 145 65 100 71 589 94 56
internal_value=0 -0.00489351 0.00491272 -0.00116631 0.00465487 0.00582754 0.00363098 0.00286333 -0.0028224 0.00824536 0.00485162 -0.0048142 0.00262209 0.00901683 0.00995136 0.0108715 0.00316735 0.00373732 0.00296277 0.00386911 0.00393512 0.00150256
internal_weight=0 288 2705 225 2639 1673 877 823 213 796 610 158 966 733 636 580 912 847 760 660 557 139
internal_count=2993 288 2705 225 2639 1673 877 823 213 796 610 158 966 733 636 580 912 847 760 660 557 139
is_linear=0
shrinkage=0.16829


Tree=6166
num_leaves=28
num_cat=0
split_feature=1 1 12 4 3 123 4 4 4 158 4 13 1 12 12 16 4 52 48 13 0 4 4 4 13 13 43
split_gain=44.8748 8.29787 5.8829 2.88191 2.55456 1.52963 1.20823 0.949736 0.930297 0.842254 1.0403 0.72858 0.615175 1.45736 1.1097 0.770353 0.682489 0.55259 0.45525 0.428913 0.355173 0.402652 0.354059 0.291618 0.28627 0.234616 0.132464
threshold=0.10509 0.13074500000000003 0.088365000000000013 0.043640000000000005 0.28833000000000003 1.0000000180025095e-35 0.42405000000000009 0.046185000000000004 0.10055500000000002 0.019155000000000002 0.24099500000000004 0.18622000000000002 0.089245000000000005 0.088965000000000002 0.090745000000000006 -0.013049999999999997 -0.27577999999999997 -1.0000000180025095e-35 0.085790000000000019 -0.098524999999999988 -0.068669999999999995 -0.068809999999999996 -0.071344999999999992 -0.078454999999999983 -0.077799999999999994 -0.071964999999999987 -0.0101
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 5 6 11 -3 -4 18 10 17 12 14 15 16 -14 -1 -5 -2 -18 21 -16 -22 -15 -25 -10 -19
right_child=1 4 7 9 -6 -7 -8 -9 25 -11 -12 -13 13 23 20 -17 19 26 -20 -21 22 -23 -24 24 -26 -27 -28
leaf_value=0.0022646193290667151 0.00032892599697716861 0.00085045190327483341 0.0018710768228725329 0.001227336367525241 -0.00015865956659629897 0.0013218933799949968 0.00027206781620542158 0.0013358935973839018 0.00079283046412013199 0.0017458168398724601 0.00096805833556632553 0.0021249327174592972 0.00109541127773312 0.002025560592272217 0.0018997884011221252 0.0016418239509476862 0.0021558253227800359 0.0015008548593046485 0.00073816336066136374 0.0018663897685495491 0.0013560481102356595 0.0016555798349395924 0.0016967664386506849 0.0019404387334196996 0.0016431740652467918 0.0010780441985315259 0.001721627409363183
leaf_weight=55 52 76 73 59 85 67 82 73 54 96 53 89 54 69 145 60 61 61 70 954 54 158 93 61 92 80 67
leaf_count=55 52 76 73 59 85 67 82 73 54 96 53 89 54 69 145 60 61 61 70 954 54 158 93 61 92 80 67
internal_value=0 0.000783892 0.00107492 0.00176668 0.000302296 0.00181401 0.000550501 0.00160373 0.000773194 0.00148322 0.00137803 0.00183094 0.00181682 0.00168781 0.00184532 0.00138331 0.00190343 0.00149403 0.000564023 0.00188382 0.00170707 0.00177256 0.00157184 0.00184402 0.00176192 0.00096337 0.00161669
internal_weight=0 645 402 2348 243 2012 158 146 256 336 240 1945 1856 336 1520 114 1070 187 122 1015 450 303 147 222 153 134 128
internal_count=2993 645 402 2348 243 2012 158 146 256 336 240 1945 1856 336 1520 114 1070 187 122 1015 450 303 147 222 153 134 128
is_linear=0
shrinkage=0.0032998


Tree=6167
num_leaves=15
num_cat=0
split_feature=1 51 16 3 1373 48 48 51 475 1375 43 0 1 4
split_gain=0.758797 0.283338 0.210315 0.167654 0.167512 0.211609 0.230511 0.232881 0.252159 0.235777 0.213479 0.165705 0.100864 0.0980085
threshold=0.12448500000000001 -0.067854999999999985 -0.20132999999999998 -0.24190499999999995 0.087010000000000018 0.10697500000000001 0.10168500000000001 -0.09522499999999999 -0.067819999999999978 -0.088184999999999986 -0.50775499999999985 -0.067134999999999986 0.084470000000000003 0.51367000000000018
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 -9 -11 -10 -7 -3
right_child=1 2 -4 4 -6 12 -8 9 11 10 -12 -13 -14 -15
leaf_value=0.013798438421091245 0.0070500710416860944 -0.0064307585153560252 -0.012152558110136656 -0.0078964244941689254 -0.004244178713716777 0.0069593088624344251 -0.005602628569275514 0.016416190364858946 3.7908916427674541e-05 -0.0049146097293765257 0.005887329930556756 0.0096795248080755267 0.017088208924571167 0.0026950746431663856
leaf_weight=66 56 67 99 71 52 52 56 59 135 53 2018 81 62 66
leaf_count=66 56 67 99 71 52 52 56 59 135 53 2018 81 62 66
internal_value=0 -0.00367878 -0.00627625 0.00540422 0.00519361 0.00538401 0.005056 0.00530369 0.000796213 0.00591019 0.00561002 0.00366183 0.0124838 -0.00188864
internal_weight=0 288 232 2705 2639 2587 2473 2417 287 2130 2071 216 114 133
internal_count=2993 288 232 2705 2639 2587 2473 2417 287 2130 2071 216 114 133
is_linear=0
shrinkage=0.16829


Tree=6168
num_leaves=38
num_cat=0
split_feature=1 3 39 2 4 0 0 1 3 0 43 3 11 15 43 2 43 15 2 1213 0 1213 0 1213 40 2 1 2 13 132 16 3 2 4 3 3 2
split_gain=13.6331 3.04909 1.8785 0.921574 0.912902 0.873638 0.837197 0.677914 0.655718 0.564076 0.503116 0.463039 0.821373 0.384653 0.39145 0.39316 0.34593 0.792474 0.322556 0.304954 0.287665 0.221885 0.208138 0.25031 0.175301 0.168797 0.178802 0.162635 0.151242 0.151172 0.149731 0.133966 0.137206 0.131341 0.121892 0.116336 0.102784
threshold=0.10529500000000001 0.28833000000000003 0.087880000000000014 0.10523 -0.068809999999999996 -0.099244999999999986 -0.10462499999999998 0.095640000000000017 -0.051469999999999995 -0.064509999999999984 -0.070104999999999987 0.090170000000000014 0.086595000000000019 -0.14051999999999998 -0.080924999999999983 0.083815000000000014 -0.03898999999999999 0.079600000000000018 0.089125000000000024 -0.083209999999999992 -0.095724999999999991 0.10336000000000002 -0.085719999999999977 -0.14366999999999999 -0.084924999999999987 0.085465000000000013 0.085110000000000005 0.095465000000000008 -0.0073899999999999999 0.012535000000000003 -0.034884999999999992 -0.082689999999999986 0.087635000000000005 0.0043700000000000006 -0.094004999999999991 -0.080624999999999988 0.088185000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 9 5 -1 -3 13 -9 -2 24 12 -5 20 15 -15 17 -7 28 22 -6 25 -18 -24 -4 26 -21 -27 30 35 -16 32 -17 -33 -19 -20 -36
right_child=1 6 10 11 7 16 -8 8 -10 -11 -12 -13 -14 14 18 31 19 34 29 21 -22 -23 23 -25 -26 27 -28 -29 -30 -31 -32 33 -34 -35 36 -37 -38
leaf_value=0.0014667556620278949 0.0011855633494089908 0.00030054688477092911 9.972021622262665e-05 0.000265455730305466 0.0013702597067347007 0.00064333431186718016 -0.00024063479569575962 0.0010260875208091284 0.00058444148330315466 0.00076570457693317102 0.00061983366194920972 0.00083175944426754664 0.00081276720012771978 0.00081673420904419315 0.0012711538678555989 0.0011933365994417878 0.001188487911353378 0.0011959510620525792 0.00072913149940678746 0.0013844452449739114 0.0010493050227824462 0.001027010568975598 0.0010976350140517953 0.00077300634142975493 0.0003527104633663247 0.0010736107181207586 0.0011738911064506361 0.001256503287947667 0.00093667165939688294 0.0010600545226397222 0.0010330237547555474 0.0012672805511638149 0.0010187895339190429 0.0010579285693359244 0.0011094584595327903 0.00089915513870640574 0.0009399932015836819
leaf_weight=81 72 70 56 69 61 52 56 70 78 69 54 77 53 54 53 73 58 86 55 112 64 76 54 52 65 116 78 106 67 56 70 103 175 52 100 279 71
leaf_count=81 72 70 56 69 61 52 56 70 78 69 54 77 53 54 53 73 58 86 55 112 64 76 54 52 65 116 78 106 67 56 70 103 175 52 100 279 71
internal_value=0 0.000520162 0.00063274 0.000775805 0.00106315 0.0011363 5.97421e-05 0.00100493 0.000793566 0.00098035 0.000354583 0.000630699 0.000503511 0.00103183 0.00101077 0.00108356 0.00110841 0.00101649 0.000953354 0.00115192 0.00120621 0.00119374 0.00102726 0.000938716 0.000235915 0.00122441 0.00129819 0.0011611 0.00106584 0.000898462 0.00113592 0.00111923 0.00107031 0.00119727 0.00109186 0.000871263 0.0010393
internal_weight=0 641 515 340 2352 1042 126 1310 148 141 175 199 122 1162 1037 457 961 309 580 652 125 488 164 106 121 412 190 222 190 390 123 403 248 155 257 334 171
internal_count=2993 641 515 340 2352 1042 126 1310 148 141 175 199 122 1162 1037 457 961 309 580 652 125 488 164 106 121 412 190 222 190 390 123 403 248 155 257 334 171
is_linear=0
shrinkage=0.0032998


Tree=6169
num_leaves=10
num_cat=0
split_feature=3 10 9 1373 9 3 50 50 3
split_gain=0.491928 0.257735 0.238632 0.21883 0.212294 0.193702 0.137622 0.284994 0.190537
threshold=0.3148450000000001 -0.097169999999999992 -1.0000000180025095e-35 0.087010000000000018 0.087995000000000004 -0.24190499999999995 0.083800000000000013 0.089915000000000009 -0.15105999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 8 -8 -7
right_child=-2 2 3 -5 -6 6 7 -9 -10
leaf_value=-0.0067324106082613452 -0.0071764686580196718 -0.0039501120261937169 0.014598577297686134 -0.0051312287894624796 0.016137700515537624 -0.0023646726264732478 0.019351157947153638 0.006262895251324732 0.0049141246025840206
leaf_weight=53 99 80 63 55 53 107 53 438 1992
leaf_count=53 99 80 63 55 53 107 53 438 1992
internal_value=0 0.00488066 0.00509794 0.00536076 0.00557468 0.00536298 0.00513763 0.00767934 0.00454222
internal_weight=0 2894 2841 2761 2706 2653 2590 491 2099
internal_count=2993 2894 2841 2761 2706 2653 2590 491 2099
is_linear=0
shrinkage=0.16829


Tree=6170
num_leaves=27
num_cat=0
split_feature=1 4 0 13 11 1 4 151 49 0 16 151 16 16 16 42 13 4 4 49 42 13 42 0 42 1429
split_gain=0.716985 0.244815 0.494098 0.23112 0.223759 0.188526 0.232213 0.270166 0.262247 0.207442 0.181453 0.175404 0.210673 0.164337 0.306901 0.109314 0.164773 0.108424 0.287611 0.394371 0.163439 0.181462 0.13359 0.104154 0.0858964 0.0594813
threshold=0.14132000000000003 -0.081774999999999987 -0.086954999999999991 -0.0083299999999999989 1.0000000180025095e-35 0.086165000000000005 -0.077654999999999988 -0.087329999999999977 0.0084900000000000028 -0.076384999999999995 -0.08909499999999998 -0.080624999999999988 -0.010504999999999999 -0.076909999999999992 0.10134000000000001 0.087475000000000011 -0.064249999999999988 -0.068809999999999996 -0.019465 0.089350000000000013 0.091465000000000005 -0.081849999999999992 0.097140000000000018 -0.080674999999999983 0.084050000000000014 -0.011954999999999999
decision_type=2 2 2 2 2 2 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 15 5 11 -7 -8 9 -9 -1 12 -3 23 -15 16 -4 20 19 -19 21 -13 -20 -5 -14 -16
right_child=-2 4 3 13 -6 6 7 8 -10 -11 -12 17 24 14 25 -17 -18 18 22 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.010880181737937488 -0.0098402667689026519 0.016780116076646874 0.010353955314393678 0.00872795115973528 0.011863076433065251 -0.0075790577415825863 -0.0063595915018917117 0.0068340168463811466 -0.007326883197651634 0.00036812036901156441 0.023873517197869981 0.0047085615383736946 0.0004103277968366869 -0.0054340818110303682 0.0045084257603229408 -0.0037258244197657941 -0.00051419696612002759 -0.0088215364499302177 0.0054596953169757647 0.0079033529413413302 0.00085289093744528581 0.016230800832362544 -0.0025757462800855783 0.018154453182942981 0.0091893307589247832 0.011528822659110637
leaf_weight=67 102 68 65 87 89 76 92 377 59 225 57 85 59 58 55 83 100 119 503 60 86 72 66 55 69 95
leaf_count=67 102 68 65 87 89 76 92 377 59 225 57 85 59 58 55 83 100 119 503 60 86 72 66 55 69 95
internal_value=0 0.00451645 0.007193 0.00518393 0.00359755 0.00323177 0.0012814 0.00217807 0.00336909 0.00442035 0.0168674 0.00459239 0.00919854 0.00796984 0.00494243 0.00124496 0.00375631 0.00367957 0.00267229 -0.00320539 0.00677279 0.0100041 0.00452448 0.0123917 0.0051568 0.00896665
internal_weight=0 2827 722 598 2105 2016 829 753 661 602 124 1187 196 350 208 248 165 991 748 179 243 157 569 142 128 150
internal_count=2929 2827 722 598 2105 2016 829 753 661 602 124 1187 196 350 208 248 165 991 748 179 243 157 569 142 128 150
is_linear=0
shrinkage=0.16829


Tree=6171
num_leaves=19
num_cat=0
split_feature=1 44 4 4 34 1 4 2 1 12 15 2 1 2 42 43 157 157
split_gain=0.49612 0.251666 0.18421 0.184783 0.184683 0.270719 0.206441 0.26352 0.794962 0.249447 0.199555 0.170591 0.177243 0.376247 0.24949 0.126988 0.166078 0.0970086
threshold=0.14132000000000003 1.0000000180025095e-35 -0.081774999999999987 -0.083084999999999978 -0.016844999999999995 0.085780000000000009 -0.078704999999999983 0.08647500000000001 0.10351500000000001 1.0000000180025095e-35 0.120215 0.072175000000000017 0.100925 0.10060500000000001 0.088630000000000014 -0.081744999999999984 -0.080514999999999989 -0.081534999999999982
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 -4 10 -7 9 -9 -8 15 -1 13 14 -13 17 -17 -6
right_child=-2 -3 4 -5 5 6 7 8 -10 -11 -12 12 -14 -15 -16 16 -18 -19
leaf_value=-0.0023388125933745791 -0.0081842501407501066 0.015367116700518603 0.011364635237524496 0.01350976739732033 0.011486408226315007 -0.010081218352811078 0.013775188972197622 -0.017603221426539389 0.0017133394296044351 0.0019520085093133565 -0.0059171672058890203 0.0047623351676624286 0.012992476825097476 -0.0086742596507936014 0.017053613385141459 -0.0046663314847450446 0.0040491526910194061 0.0054109514592405109
leaf_weight=80 102 52 68 80 102 53 59 78 266 357 54 358 86 53 54 68 674 285
leaf_count=80 102 52 68 80 102 53 59 78 266 357 54 358 86 53 54 68 674 285
internal_value=0 0.00375734 0.00353914 0.0058775 0.00273276 0.00243778 7.13353e-05 0.000781706 -0.00266136 0.00363317 0.00406257 0.00490701 0.0059623 0.00465823 0.00637769 0.0045415 0.00324801 0.00701688
internal_weight=0 2827 2775 711 2064 1996 813 760 344 416 1183 631 551 465 412 1129 742 387
internal_count=2929 2827 2775 711 2064 1996 813 760 344 416 1183 631 551 465 412 1129 742 387
is_linear=0
shrinkage=0.16829


Tree=6172
num_leaves=12
num_cat=0
split_feature=9 9 41 130 15 150 4 13 16 15 2
split_gain=0.390048 0.273815 0.226468 0.169569 0.200469 0.19727 0.174442 0.222591 0.154491 0.132359 0.118784
threshold=0.093040000000000012 -1.0000000180025095e-35 0.075585000000000013 -0.14324999999999996 0.13592500000000005 0.11247500000000001 -0.081864999999999979 -0.070774999999999991 -0.088824999999999987 -0.037394999999999991 0.097005000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 -8 -5 -7 -4
right_child=-2 2 10 4 -6 9 7 -9 -10 -11 -12
leaf_value=-0.0062998907707568124 -0.011384243790993939 0.012320481828371211 0.013983664207982556 0.011923911806890368 -0.0055575748018492832 0.016235721039735942 0.0037027907263335138 -3.5600836514403405e-05 0.004124736213562288 0.0042269501095060199 0.0042413773122462473
leaf_weight=86 54 54 83 84 79 52 937 868 516 53 63
leaf_count=86 54 54 83 84 79 52 937 868 516 53 63
internal_value=0 0.0030457 0.00333452 0.00297712 0.00278154 0.00304473 0.00273197 0.00190405 0.00521962 0.0101913 0.00979211
internal_weight=0 2875 2789 2643 2589 2510 2405 1805 600 105 146
internal_count=2929 2875 2789 2643 2589 2510 2405 1805 600 105 146
is_linear=0
shrinkage=0.16829


Tree=6173
num_leaves=18
num_cat=0
split_feature=4 13 12 0 11 15 4 0 16 13 4 0 13 16 15 12 4
split_gain=10.2983 3.05694 2.32452 0.840026 0.727756 0.638872 0.595892 1.09872 0.582538 0.573344 0.521689 0.487191 0.484599 0.374385 0.321852 0.26482 0.244639
threshold=0.31392000000000003 -0.16392499999999996 -1.0000000180025095e-35 -0.105195 1.0000000180025095e-35 -0.41956999999999994 -0.50139499999999992 -0.028049999999999995 -0.090344999999999995 0.084770000000000026 0.0060300000000000015 -0.108275 -0.011809999999999999 -0.53342999999999996 -0.0088349999999999974 0.091290000000000024 0.51326500000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 8 13 6 16 -4 10 -3 -6 15 -1 -10 -2 -12 -8 -5
right_child=3 2 4 5 9 -7 7 -9 12 -11 14 -13 -14 -15 -16 -17 -18
leaf_value=0.0006461344086460812 0.00070708331266613837 0.0009556710522166872 0.001339899982212858 0.0004708539805935897 0.0014575783769670771 -0.00010572936984115885 0.0010793317858935521 0.00061391405005504932 0.00079172570851478619 0.0010581049293994589 0.0009528777023403728 0.00020846815353824737 0.00043008065658594095 0.00035178554669494265 0.00068671400755753592 0.00098935265539830874 0.00017763774069130025
leaf_weight=60 70 63 61 62 76 54 1047 75 70 83 314 52 97 61 60 561 63
leaf_count=60 70 63 61 62 76 54 1047 75 70 83 314 52 97 61 60 561 63
internal_value=0 0.000977185 0.00100102 0.000340968 0.00103299 0.000193714 0.00101674 0.00100714 0.000684419 0.00124927 0.001022 0.000443247 0.000581879 0.000541908 0.000910272 0.00104796 0.000323355
internal_weight=0 2619 2507 310 2277 179 2118 2057 230 159 1982 112 167 131 374 1608 125
internal_count=2929 2619 2507 310 2277 179 2118 2057 230 159 1982 112 167 131 374 1608 125
is_linear=0
shrinkage=0.0032998


Tree=6174
num_leaves=23
num_cat=0
split_feature=2 15 2 11 2 151 49 16 1429 15 2 15 155 49 15 16 43 15 15 52 16 1213
split_gain=6.85536 3.34312 1.39824 0.949279 1.30198 0.887295 0.535281 0.486606 0.483569 0.440371 0.348368 0.709776 0.346381 0.336994 0.315961 0.418159 0.288998 0.27792 0.192805 0.36307 0.188418 0.169093
threshold=0.13554000000000002 -0.38214499999999996 0.099345000000000017 1.0000000180025095e-35 -0.0098549999999999974 -0.065174999999999983 0.11151500000000002 -0.43708999999999992 0.079110000000000014 0.084435000000000024 0.079770000000000021 -0.069034999999999985 0.082265000000000019 -0.042794999999999993 0.043560000000000008 -0.10850999999999998 -0.0005399999999999999 -0.14051999999999998 0.087670000000000012 0.10178500000000001 -0.016079999999999994 -0.011424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -3 13 16 -1 12 10 11 -6 14 -4 15 -7 -2 -12 21 -20 -5 -11
right_child=6 2 5 20 9 8 -8 -9 -10 18 17 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23
leaf_value=0.00062894546008242323 0.00036773838661545167 0.00057459168805636487 0.00036048209999137236 0.0011423438331181963 0.0009919034822740481 0.00089429092366988944 0.00057184903908952592 0.00021017516440508815 0.0011494570138225219 0.0010264714117593438 0.0011538736793018718 0.00063718820771180046 0.0010070245725453462 0.00072308370351754241 0.0009369966277210333 0.0006125266902413341 7.3377638851172998e-05 0.00094926963963314276 0.00095087374170021847 0.0011362919796704971 0.0014266596300670754 0.0012086719827035456
leaf_weight=52 60 90 59 53 134 90 54 73 56 110 83 115 89 54 96 163 93 676 386 168 53 122
leaf_count=52 60 90 59 53 134 90 54 73 56 110 83 115 89 54 96 163 93 676 386 168 53 122
internal_value=0 0.000912252 0.000937633 0.000979998 0.000962828 0.000798683 0.000289076 0.000384665 0.000859141 0.000982286 0.000936285 0.000828221 0.000821942 0.000534073 0.000774642 0.000712898 0.000189043 0.00097169 0.00104123 0.00100717 0.00128483 0.00112244
internal_weight=0 2722 2597 1990 1884 607 207 125 494 1794 1008 249 438 113 349 253 153 759 786 554 106 232
internal_count=2929 2722 2597 1990 1884 607 207 125 494 1794 1008 249 438 113 349 253 153 759 786 554 106 232
is_linear=0
shrinkage=0.0032998


Tree=6175
num_leaves=11
num_cat=0
split_feature=9 1447 3 47 480 130 130 1201 1213 43
split_gain=0.243406 0.145989 0.278633 0.110892 0.122755 0.109034 0.153919 0.124794 0.150179 0.0730545
threshold=-1.0000000180025095e-35 -0.084914999999999977 -0.085894999999999985 0.13177500000000003 -0.069294999999999982 -0.081969999999999987 -0.054004999999999991 -0.05350499999999999 0.088205000000000019 -0.086874999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 9 -7 -8 -9 -6
right_child=1 3 -4 -5 5 6 7 8 -10 -11
leaf_value=-0.0050802186363938942 -0.011112220389890902 0.012194014518248001 0.0043953886392097815 -0.0034497565494838768 0.003182588318330383 0.013194969906959484 -0.0039642954894865403 0.0039692675795621694 0.010216907280624984 -0.0057282238368000895
leaf_weight=90 53 54 86 54 52 54 53 2230 115 52
leaf_count=90 53 54 86 54 52 54 53 2230 115 52
internal_value=0 0.00380289 -0.00150466 0.0040805 0.00423698 0.00406818 0.00429471 0.00409354 0.00427642 -0.00125554
internal_weight=0 2803 139 2664 2610 2556 2452 2398 2345 104
internal_count=2893 2803 139 2664 2610 2556 2452 2398 2345 104
is_linear=0
shrinkage=0.16829


Tree=6176
num_leaves=24
num_cat=0
split_feature=1 1 16 1 150 4 4 0 15 0 0 14 1 0 0 4 0 403 13 43 52 52 13
split_gain=30.9289 4.81922 2.83893 1.78578 1.50296 1.11459 1.09781 0.769715 0.661375 0.556877 0.553599 0.549552 0.419197 0.400319 0.326411 0.400033 0.355827 0.400205 0.325127 0.304255 0.248658 0.224411 0.165039
threshold=0.10661000000000002 0.13662500000000002 0.12992000000000004 0.095920000000000019 1.0000000180025095e-35 0.024470000000000002 0.51326500000000019 0.11737000000000002 -0.40992999999999996 -0.081294999999999992 -0.12851999999999997 0.073890000000000011 0.11359000000000001 -0.11262999999999999 -0.079249999999999987 -0.39175499999999991 -0.11073999999999999 -0.121015 -0.0015099999999999998 -0.0090499999999999973 -0.12367499999999999 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=3 2 6 5 9 7 10 11 -3 -5 18 14 -12 -7 16 -16 -1 -18 -2 -17 -15 -22 -11
right_child=1 8 -4 4 -6 13 -8 -9 -10 22 12 -13 -14 20 15 19 17 -19 -20 -21 21 -23 -24
leaf_value=0.00076630676327678825 -0.00017866012917436118 -0.00022241746346906262 0.00072612872255100984 0.00050235326457241116 0.00013694174867365919 0.00091114318743844834 -0.00033895938924607039 0.00058451294793681675 -0.00064732796014797334 0.00074331437340437905 0.00047437189122875411 0.0012411073488127165 0.00014202794430555332 0.00084202786514001341 0.0011275826531755219 0.00089977081826668102 0.00080049303527832626 0.0010132965329705871 0.00016487570433241922 0.00070773056502052391 0.00046524430345286827 0.00071310673454889309 0.00099027960161413194
leaf_weight=84 61 75 94 64 56 93 57 63 86 54 72 72 98 56 58 260 109 949 59 141 84 78 70
leaf_count=84 61 75 94 64 56 93 57 63 86 54 72 72 98 56 58 260 109 949 59 141 84 78 70
internal_value=0 3.89561e-05 0.0002174 0.000879509 0.000612228 0.000911351 7.94877e-05 0.000944011 -0.000449607 0.000753615 0.000161856 0.000957527 0.000282993 0.000728934 0.000944752 0.000869718 0.000974879 0.000991406 -9.46145e-06 0.000832333 0.000651041 0.000584803 0.000883014
internal_weight=0 602 441 2291 244 2047 347 1736 161 188 290 1673 170 311 1601 459 1142 1058 120 401 218 162 124
internal_count=2893 602 441 2291 244 2047 347 1736 161 188 290 1673 170 311 1601 459 1142 1058 120 401 218 162 124
is_linear=0
shrinkage=0.0032998


Tree=6177
num_leaves=23
num_cat=0
split_feature=2 124 3 42 2 2 0 147 0 3 155 12 0 51 376 13 13 475 16 3 16 43
split_gain=13.7167 7.93222 3.90259 2.33458 1.75459 1.37231 1.377 1.10309 0.859157 0.796736 1.19153 0.623117 0.502129 0.518879 0.483828 0.441672 0.723466 0.431205 0.355585 0.260139 0.174954 0.146213
threshold=0.13554000000000002 -1.0000000180025095e-35 0.11745500000000002 -0.0022699999999999999 0.25063000000000007 0.098655000000000007 -0.13843999999999998 0.085900000000000018 -0.072849999999999984 -0.10859999999999999 0.11245500000000001 0.093065000000000009 -0.10028499999999999 0.080840000000000009 1.0000000180025095e-35 0.032645000000000007 0.070890000000000022 -0.087994999999999976 -0.16318499999999997 0.25089000000000006 0.050115000000000007 -0.064179999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 8 7 -7 12 -2 10 -8 20 13 18 -5 17 -17 -14 -3 -4 -11 -13
right_child=4 2 19 14 -6 6 9 -9 -10 11 -12 21 15 -15 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=0.0013753307393283086 0.0003600623874702754 0.0015915284419296995 0.000999598970584823 0.000340600129487915 1.2003325520328862e-06 0.00088940561460038601 0.0007738895775438999 0.0011006850542552413 0.00086717359950616764 0.0017851160213852506 0.0014791067850512163 0.0014539901355333275 0.0012244264961125877 0.0014244954255467207 0.00071374887061608188 0.0010144265510945245 0.0014838254122317663 0.0015286735982391127 0.0019025216512988524 0.00069586218071980793 0.0015196750071531165 0.0012652684460795649
leaf_weight=52 57 75 73 62 55 74 52 72 102 60 53 85 54 72 99 53 114 1320 92 55 55 107
leaf_count=52 57 75 73 62 55 74 52 72 102 60 53 85 54 72 99 53 114 1320 92 55 55 107
internal_value=0 0.00137828 0.00143107 0.000766977 0.000509868 0.00146181 0.00130519 0.00150289 0.000685601 0.00137979 0.00113019 0.00146504 0.00151914 0.00166122 0.000570271 0.00149708 0.00133507 0.00151674 0.00176307 0.000869362 0.00165847 0.001349
internal_weight=0 2679 2466 213 214 2338 486 1852 159 412 105 307 1780 239 161 1541 167 1374 167 128 115 192
internal_count=2893 2679 2466 213 214 2338 486 1852 159 412 105 307 1780 239 161 1541 167 1374 167 128 115 192
is_linear=0
shrinkage=0.0032998


Tree=6178
num_leaves=27
num_cat=0
split_feature=12 15 150 12 150 16 15 16 0 48 12 11 49 52 52 16 43 16 43 43 1456 0 52 16 15 403
split_gain=14.1807 3.00655 3.03629 2.72361 1.81902 1.64268 1.32911 1.10828 1.03579 1.18857 0.763983 1.04648 0.71576 0.445873 0.432003 0.420861 0.859213 0.405417 0.283688 0.267551 0.210257 0.191968 0.176184 0.297806 0.153991 0.00590567
threshold=0.078120000000000009 -0.2987999999999999 0.089155000000000012 0.14472000000000004 -0.029954999999999999 -0.5103049999999999 0.0047550000000000005 0.15273500000000004 -0.076589999999999978 0.088875000000000023 0.093125000000000013 1.0000000180025095e-35 -0.062709999999999974 0.056265000000000009 -0.54533999999999982 0.0097750000000000007 -0.0005399999999999999 -0.085264999999999994 -0.077904999999999988 -0.09884999999999998 0.08814000000000001 -0.096109999999999987 0.029970000000000007 -0.105305 0.096235000000000015 -0.012454999999999999
decision_type=2 2 2 2 2 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 5 -3 -2 7 8 9 -6 11 19 -4 17 -12 22 18 -1 -17 25 21 -21 23 -16 -24 -7
right_child=3 2 12 -5 6 10 -8 -9 -10 -11 14 -13 -14 -15 15 16 -18 -19 -20 20 -22 -23 24 -25 -26 -27
leaf_value=0.00018010985130126092 0.00085428782119463303 0.00056262461489552584 0.00075249180893918906 0.00073597660069955168 0.0012869881881182835 0.001249851408382077 0.0016296399164161151 0.0014325437401546274 0.00070832352909842356 0.00070829581988827084 0.0016095997577422656 0.0018363735559970495 0.00023496653690139099 0.00072778939340377208 0.0010943571250554107 0.0011193948814704454 0.000854600169017139 0.00057382963078145288 0.0014140762051345346 0.0013528140037442141 0.0012708629319679401 0.0014944347656994047 0.0015303443103315381 0.0013835678583540684 0.0013293528562528065 0.0013270886189852404
leaf_weight=61 56 62 60 67 146 52 59 83 92 53 60 83 57 55 53 54 59 54 114 124 59 930 116 161 71 52
leaf_count=61 56 62 60 67 146 52 59 83 92 53 60 83 57 55 53 54 59 54 114 124 59 930 116 161 71 52
internal_value=0 0.0008714 0.000979293 0.00139174 0.00109235 0.00141322 0.00116812 0.00109522 0.000998887 0.00113304 0.00142894 0.00147627 0.000500665 0.000482779 0.00133947 0.00131361 0.00119887 0.000365293 0.00131957 0.00145168 0.00146687 0.00147781 0.00137847 0.00131211 0.00145422 0.00128881
internal_weight=0 782 612 2111 495 2044 433 374 291 199 1988 1300 117 170 688 628 227 115 168 1217 1113 1054 401 214 187 104
internal_count=2893 782 612 2111 495 2044 433 374 291 199 1988 1300 117 170 688 628 227 115 168 1217 1113 1054 401 214 187 104
is_linear=0
shrinkage=0.0032998


Tree=6179
num_leaves=23
num_cat=0
split_feature=4 12 150 15 124 15 0 4 12 48 4 0 52 4 15 43 4 133 1209 43 403 0
split_gain=9.13736 2.75793 1.41994 1.11454 0.836995 0.573326 0.882227 0.736611 0.534856 0.51793 0.514552 0.712967 1.22777 0.242958 0.250782 0.281421 0.440173 0.358242 0.218906 0.242493 0.156 0.140528
threshold=0.27998000000000006 0.056995000000000011 0.089155000000000012 0.13248000000000001 -1.0000000180025095e-35 -0.40992999999999996 -0.18713499999999997 0.51395000000000002 0.09253500000000002 0.087215000000000015 -0.44205499999999992 -0.14867499999999997 -0.046194999999999993 0.078235000000000013 -0.093399999999999997 -0.091744999999999979 -0.076329999999999995 0.048240000000000005 -0.08342999999999999 -0.11366999999999998 -0.15148499999999998 -0.11471499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 9 7 -7 -2 18 -1 -6 -12 -13 14 -10 17 -17 -16 -3 -20 -21 -22
right_child=5 3 -4 -5 10 6 -8 -9 13 -11 11 12 -14 -15 15 16 -18 -19 19 20 21 -23
leaf_value=0.00098046883068958371 0.0008792596840565503 0.001476612656939024 0.00054110480246064225 0.0007803165182633518 0.0013772531252822906 0.00070348612388793487 0.00014132983526922555 0.00046597796791100185 0.0013970923959858998 0.0005828143041840244 0.0012947626121833661 0.00052689867397929125 0.0011340849373592411 0.00097123037306159519 0.00081003523528636501 0.0013437224048059625 0.0011260206451728049 0.0011853563527947774 0.0010961488515909223 0.0011177252943596588 0.0011119069589270311 0.0012930506072582812
leaf_weight=86 96 55 80 63 66 54 70 93 53 62 83 57 101 72 54 147 343 59 94 69 52 984
leaf_count=86 96 55 80 63 66 54 70 93 53 62 83 57 101 72 54 147 343 59 94 69 52 984
internal_value=0 0.0011587 0.000947466 0.00121394 0.00101884 0.000561444 0.000386424 0.000676085 0.00122771 0.000814122 0.00111741 0.00104611 0.00091526 0.00115602 0.00117625 0.00115678 0.0011914 0.00100631 0.0012693 0.00125976 0.00127364 0.00128399
internal_weight=0 2580 535 2045 455 313 124 189 1982 148 307 241 158 728 656 603 490 113 1254 1199 1105 1036
internal_count=2893 2580 535 2045 455 313 124 189 1982 148 307 241 158 728 656 603 490 113 1254 1199 1105 1036
is_linear=0
shrinkage=0.0032998


Tree=6180
num_leaves=27
num_cat=0
split_feature=1 10 9 133 49 133 160 158 401 1213 457 1213 1204 47 1 159 1 42 483 43 43 133 155 43 158 1
split_gain=0.673743 0.435506 0.384346 0.282955 0.294337 0.236095 0.21763 0.219673 0.176981 0.201723 0.154652 0.152146 0.149539 0.147041 0.17539 0.139794 0.129573 0.170049 0.127093 0.149586 0.281328 0.167239 0.110221 0.0912809 0.0870131 0.0735687
threshold=0.10152500000000002 0.057650000000000007 -1.0000000180025095e-35 -0.083549999999999999 -0.078789999999999985 1.0000000180025095e-35 -0.53327999999999987 0.085745000000000002 0.021890000000000003 0.041405000000000004 0.084740000000000024 0.0017200000000000004 -1.0000000180025095e-35 0.087850000000000025 0.12448500000000001 0.10442000000000001 0.091600000000000015 -0.088249999999999981 -0.076904999999999987 -0.040494999999999996 -0.0071849999999999995 0.087525000000000006 0.11198500000000002 -0.0046399999999999992 0.10750000000000001 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
left_child=5 2 -2 -4 -5 6 -1 11 9 15 13 12 -8 22 -15 18 17 -14 -7 21 -21 -20 -6 -13 -9 -18
right_child=1 -3 3 4 10 8 7 24 -10 -11 -12 23 16 14 -16 -17 25 -19 19 20 -22 -23 -24 -25 -26 -27
leaf_value=-0.003885125549414949 -0.0098301577484506877 -0.011617250080712628 0.016136017144007801 -0.0070658627094698475 -0.00026708277480400842 0.018759107466966816 0.01285929190034904 0.019216703123554803 0.017878155173342965 0.00094776490733826933 0.01332396581689241 0.015610707261629202 0.0090754236157518722 0.012299431745023296 0.00036871767797850338 0.0020895356493138484 0.013797478466519478 0.0026413770622000792 0.013271877898377263 0.024619350215073183 0.009326449873287913 0.0068531199898825184 0.0082982149541879682 0.0075173722685620385 0.0096773279429899842 0.0061282294146185155
leaf_weight=54 57 60 55 66 214 53 72 52 76 74 55 71 146 97 55 57 63 581 168 54 94 372 53 92 59 84
leaf_count=54 57 60 55 66 214 53 72 52 76 74 55 71 146 97 55 57 63 581 168 54 94 372 53 92 59 84
internal_value=0 0.00209631 0.00336105 0.00462776 0.0034523 0.00804872 0.00654828 0.00701155 0.0100632 0.00938007 0.00492064 0.0062942 0.00547222 0.0038133 0.00799422 0.0101598 0.00486162 0.00393597 0.0107781 0.0101607 0.0149184 0.00885339 0.00142642 0.0110537 0.0141624 0.00942727
internal_weight=0 712 652 595 540 2222 1274 1220 948 872 474 1109 946 419 152 798 874 727 741 688 148 540 267 163 111 147
internal_count=2934 712 652 595 540 2222 1274 1220 948 872 474 1109 946 419 152 798 874 727 741 688 148 540 267 163 111 147
is_linear=0
shrinkage=0.16829


Tree=6181
num_leaves=19
num_cat=0
split_feature=3 0 155 12 47 0 2 3 48 1429 474 3 133 128 474 133 12 0
split_gain=0.584567 0.367771 0.274315 0.320818 0.253859 0.341931 0.300169 0.409032 0.28188 0.151821 0.184618 0.159049 0.167386 0.218498 0.176002 0.161845 0.107463 0.0865349
threshold=-0.049204999999999992 0.056895000000000008 0.08024000000000002 0.023990000000000004 0.085165000000000018 -0.037444999999999992 0.079770000000000021 0.076825000000000018 0.11280000000000003 0.086185000000000012 0.096510000000000012 -0.18945499999999996 -0.45791499999999996 0.095070000000000002 0.085925000000000015 -0.15323999999999996 0.082595000000000016 0.12366000000000001
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 6 -2 -8 -6 11 -11 17 -13 14 15 -14 -17 -1
right_child=1 -3 -4 -5 8 -7 7 -9 -10 10 -12 12 13 -15 -16 16 -18 -19
leaf_value=-0.004384767452433656 -0.0097102410592465865 -0.011851367505755639 0.014322062966151997 -0.0096032309659920354 0.018519948351676422 0.011229260206737313 -0.0051336432796796443 0.0067363463076061695 0.0013581046071548396 0.018647941663903139 0.0054336809751797509 0.014293142941136882 -0.0002262156875906736 -0.0010837723227805169 8.1426217589957638e-05 0.014004277378157147 0.0074872973098282121 0.0051422331668430467
leaf_weight=55 84 54 52 65 56 81 146 188 53 67 55 84 74 99 98 76 1494 53
leaf_count=55 84 54 52 65 56 81 146 188 53 67 55 84 74 99 98 76 1494 53
internal_value=0 0.00154107 0.00254105 0.00162811 0.00283178 0.00122051 -0.000714687 0.00154229 0.0101917 0.00692341 0.0127054 0.00657555 0.00692816 0.00659114 0.00702835 0.00744137 0.00780391 0.000273885
internal_weight=0 779 725 673 608 499 418 334 109 2155 122 2033 1925 1841 1742 1644 1570 108
internal_count=2934 779 725 673 608 499 418 334 109 2155 122 2033 1925 1841 1742 1644 1570 108
is_linear=0
shrinkage=0.16829


Tree=6182
num_leaves=24
num_cat=0
split_feature=10 9 2 124 0 2 2 52 52 52 0 1209 159 484 160 52 2 158 13 2 133 12 0
split_gain=0.323309 0.37477 0.151167 0.294786 0.131232 0.219967 0.222366 0.127611 0.236627 0.218139 0.150792 0.122559 0.132324 0.170834 0.161817 0.33615 0.185949 0.161555 0.264153 0.177298 0.121941 0.0957528 0.0814234
threshold=0.057650000000000007 -1.0000000180025095e-35 0.10384 -0.080429999999999988 -0.074249999999999997 0.11280000000000003 0.13501500000000002 -0.052874999999999991 0.096795000000000006 -0.21119499999999997 0.056895000000000008 -0.08342999999999999 0.0043550000000000004 -0.084749999999999978 0.049100000000000012 -0.08403999999999999 0.083725000000000008 0.085110000000000005 -0.073514999999999983 0.089865000000000014 0.0049900000000000005 0.086315000000000017 -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
left_child=1 -1 11 -4 5 -5 22 9 -9 10 -6 -3 13 21 16 -16 -15 19 -19 20 -14 -13 -7
right_child=-2 2 3 4 7 6 -8 8 -10 -11 -12 12 17 14 15 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=-0.0074701961527431108 -0.0061089393326775841 0.013281056331304225 -0.0075744307852711129 -0.0056935437425025106 0.010248032965616376 0.0042641149727863578 -0.0041971606363473309 0.01568924961610127 0.003510904340843406 -0.0062008283368992917 -0.00061059874624831451 0.015270811717743669 0.0064009297665263551 0.0076794695898223016 0.0087748921527906806 -0.008838903474702944 0.0036711201499734615 0.0067039281272723876 0.022741764787411189 0.012441938422929861 -0.0040484957653105251 0.0058361454186637452 0.013408554181335144
leaf_weight=68 78 62 67 87 101 54 53 87 95 52 56 69 78 508 54 71 933 67 52 75 53 56 58
leaf_count=68 78 62 67 87 101 54 53 87 95 52 56 69 78 508 54 71 933 67 52 75 53 56 58
internal_value=0 0.00486293 0.00516438 0.00303916 0.00414788 0.00114434 0.00476066 0.00607907 0.00934229 0.00322881 0.00636345 0.00588965 0.00566145 0.00506121 0.00458136 -0.00121537 0.00508544 0.008779 0.0137272 0.00591188 0.00215959 0.0110585 0.00901567
internal_weight=0 2856 2788 710 643 252 165 391 182 209 157 2078 2016 1691 1566 125 1441 325 119 206 131 125 112
internal_count=2934 2856 2788 710 643 252 165 391 182 209 157 2078 2016 1691 1566 125 1441 325 119 206 131 125 112
is_linear=0
shrinkage=0.16829


Tree=6183
num_leaves=27
num_cat=0
split_feature=4 12 2 12 41 133 2 12 12 12 51 52 2 4 42 42 42 2 4 157 1456 2 4 12 4 42
split_gain=15.2011 5.75268 1.69382 1.08145 1.10014 0.882864 0.73251 0.671048 0.653746 0.444503 0.424064 0.70067 0.508323 0.71378 0.226551 0.355006 0.211744 0.211544 0.192982 0.191064 0.17455 0.164047 0.162605 0.133165 0.0463877 0.0547827
threshold=0.31392000000000003 0.056995000000000011 0.10859000000000001 0.11697000000000002 0.078150000000000011 0.086265000000000022 0.13966500000000001 -0.038859999999999992 -0.053404999999999987 0.091290000000000024 -0.093789999999999984 0.048245000000000003 0.092250000000000013 -0.000195 0.088185000000000013 0.090600000000000014 0.087525000000000006 0.10449000000000001 0.0033150000000000007 -0.059399999999999988 0.048950000000000007 0.11504500000000002 -0.27577999999999997 0.088745000000000004 0.056815000000000011 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 2 5 4 9 10 7 -2 -4 14 -1 12 13 -12 16 23 20 -5 19 -11 -3 -9 -21 -16 -20 -26
right_child=6 3 8 17 -6 -7 -8 21 -10 18 11 -13 -14 -15 15 -17 -18 -19 24 22 -22 -23 -24 -25 25 -27
leaf_value=0.0013883247520589327 0.00039024725054010091 0.0014317073730893992 0.0010077699385550379 0.0012390362795603746 0.001848255371121689 0.00074712848016779171 0.0002305719155915619 0.00087013312585632811 0.00055399959679819279 0.0012051369529662548 0.00088592848866119931 0.0014268744275717322 0.00081219058922518445 0.0014070325820978761 0.0011493709086382304 0.0015108473272119 0.001666236560766723 0.00095639395845495791 0.0011725647579629913 0.0012149882661803392 0.0015782027622804028 0.00064163036724622401 0.0014079019656369233 0.0013526755331436399 0.0012042820521266167 0.0013561570075554389
leaf_weight=88 88 687 54 55 61 58 70 72 98 74 55 62 77 61 77 93 56 65 73 56 108 69 485 72 55 65
leaf_count=88 88 687 54 55 61 58 70 72 98 74 55 62 77 61 77 93 56 65 73 56 108 69 485 72 55 65
internal_value=0 0.0013121 0.0010127 0.00139161 0.00141027 0.00112529 0.000526788 0.00061718 0.000715439 0.00139619 0.00118914 0.00112026 0.00102158 0.00116026 0.00144 0.00134906 0.00146582 0.00108623 0.00133689 0.00136605 0.00145165 0.000758562 0.001388 0.00124785 0.0012438 0.00128684
internal_weight=0 2635 553 2082 1962 401 299 229 152 1901 343 255 193 116 1093 242 851 120 808 615 795 141 541 149 193 120
internal_count=2934 2635 553 2082 1962 401 299 229 152 1901 343 255 193 116 1093 242 851 120 808 615 795 141 541 149 193 120
is_linear=0
shrinkage=0.0032998


Tree=6184
num_leaves=24
num_cat=0
split_feature=15 15 15 159 42 0 43 15 52 160 0 43 1204 15 39 1453 42 42 0 51 43 42 42
split_gain=0.296733 0.25311 0.200005 0.196595 0.171523 0.377924 0.263451 0.247675 0.244034 0.359185 0.246107 0.156232 0.156118 0.143695 0.137366 0.110128 0.152037 0.380854 0.172507 0.0900277 0.159669 0.0480163 0.0522243
threshold=-0.2987999999999999 -0.22805999999999996 -0.43587999999999999 0.10610000000000001 0.078120000000000009 -0.016414999999999996 -0.11366999999999998 0.086115000000000011 -0.085009999999999988 0.023210000000000005 -0.055084999999999988 -0.072074999999999986 -0.0076699999999999989 0.087985000000000022 1.0000000180025095e-35 -0.079499999999999987 0.088185000000000013 0.089110000000000009 -0.082134999999999986 -0.15136499999999997 -0.042349999999999992 -0.079234999999999986 -0.010679999999999999
decision_type=2 2 2 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 7 6 -6 8 14 10 11 -10 -9 -14 19 -8 18 -18 -17 -3 -21 -15 -23
right_child=1 4 -4 -5 5 -7 15 12 9 -11 -12 -13 13 21 -16 16 17 -19 -20 20 -22 22 -24
leaf_value=0.007190281038869855 0.014544553366124048 -0.00072820594320095072 -0.0098553104149712873 -0.0056696797738151781 -0.0050016670999997563 0.018057457784688081 -0.0013226830459730191 0.014912129890928393 0.0090241531088643204 -0.0088933342182407997 -0.0060337870355459764 0.0018240640191449242 0.01271674740764729 0.006790789986918711 0.013917115684422322 0.007703836233991429 -0.0070591175394906927 0.0062482597502274174 0.017772269808970387 -0.0017764819478146585 0.0090000539304664617 -0.0024143934856692664 0.0044173363355735403
leaf_weight=82 80 70 58 57 63 73 53 65 113 101 90 353 64 82 52 363 67 658 56 52 152 54 76
leaf_count=82 80 70 58 57 63 73 53 65 113 101 90 353 64 82 52 363 67 658 56 52 152 54 76
internal_value=0 0.0052064 -0.00154912 0.00190385 0.00492456 0.00627391 0.00558979 0.00356468 0.00220642 0.000335707 0.00201544 0.00357386 0.00747489 0.00571686 0.00597101 0.00614873 0.00649644 0.005016 0.00905379 0.00445644 0.00624429 0.00359521 0.00156572
internal_weight=0 2737 197 139 2657 1333 1260 1324 983 657 556 466 341 276 326 1197 1144 725 419 274 204 212 130
internal_count=2934 2737 197 139 2657 1333 1260 1324 983 657 556 466 341 276 326 1197 1144 725 419 274 204 212 130
is_linear=0
shrinkage=0.16829


Tree=6185
num_leaves=17
num_cat=0
split_feature=3 3 1 481 12 42 9 12 123 42 3 1453 51 455 1 133
split_gain=0.546334 0.231712 0.25731 0.175548 0.404869 0.19256 0.243284 0.220387 0.245922 0.223982 0.561139 0.172088 0.152582 0.129551 0.160878 0.0286773
threshold=0.3148450000000001 -0.15041499999999997 0.107145 -0.08347499999999998 0.084355000000000013 0.097025000000000014 0.084755000000000011 0.094045000000000004 0.083005000000000009 0.11863500000000002 -0.073309999999999986 -0.077554999999999985 0.077730000000000007 1.0000000180025095e-35 0.087055000000000007 0.15242000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 -3 6 11 8 -7 10 -9 -5 -1 14 -13 -11
right_child=-2 3 -4 5 -6 7 -8 9 -10 15 -12 13 -14 -15 -16 -17
leaf_value=-0.0012103218462965449 -0.0090272185870193915 -0.012885973440005437 0.0074776325383161986 0.013193352635391873 0.0063246227396459619 0.012054840834927121 0.016356934567972953 -0.019302310018658207 -0.0018264231247334807 0.0010542445230458176 0.0030749240022966578 0.0057173050047518081 -0.012434904578212535 0.012388881560625294 0.0024957884768936982 0.006637704034100053
leaf_weight=102 94 53 67 72 75 88 56 56 61 54 73 1219 52 62 690 52
leaf_count=102 94 53 67 72 75 88 56 56 61 54 73 1219 52 62 690 52
internal_value=0 0.00400843 -0.0012175 0.00445145 -0.00161573 0.00476493 0.00539909 0.00129386 0.00635985 -0.00191055 -0.0066253 0.00509785 -0.00501211 0.00480121 0.00455384 0.00381025
internal_weight=0 2832 221 2611 128 2483 2099 384 149 235 129 2043 154 1971 1909 106
internal_count=2926 2832 221 2611 128 2483 2099 384 149 235 129 2043 154 1971 1909 106
is_linear=0
shrinkage=0.16829


Tree=6186
num_leaves=18
num_cat=0
split_feature=4 3 123 14 3 4 3 3 16 13 3 159 123 3 49 13 16
split_gain=9.6656 3.86789 2.59277 0.866626 0.716614 0.676184 0.594235 0.482594 0.8907 0.302695 0.335909 0.302448 0.1524 0.146319 0.11049 0.153215 0.103126
threshold=0.31392000000000003 0.28833000000000003 1.0000000180025095e-35 0.073890000000000011 0.3148450000000001 0.018150000000000003 0.10766000000000002 -0.15288999999999997 0.42146500000000003 0.24659500000000004 -0.073614999999999986 -0.064994999999999983 0.085110000000000005 -0.14884499999999998 -0.0037949999999999993 -0.085919999999999982 -0.50318999999999992
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 6 7 13 8 -1 10 -9 -7 -4 -2 -13 -16 -15
right_child=4 -3 12 -5 -6 11 -8 9 -10 -11 -12 14 -14 16 15 -17 -18
leaf_value=0.00056076246188955809 0.00053421918577792717 0.00018341586573408669 0.00048587664302490605 0.0013812511541661421 6.9066316802364133e-05 0.00070958174028352169 0.00077135946466762165 0.0011022316978570132 0.0011620638597087262 0.0013159747147224968 0.00099299481801540333 0.00082683460251470916 0.0007009244524839776 0.00044449203808739088 0.0011504009475764273 0.0009501855056331355 0.00025685011936009823
leaf_weight=55 52 60 59 88 60 63 56 1342 53 61 408 58 98 52 54 220 87
leaf_count=55 52 60 59 88 60 63 56 1342 53 61 408 58 98 52 54 220 87
internal_value=0 0.00101229 0.00103172 0.00105859 0.000393225 0.0010463 0.000471825 0.00107201 0.000856172 0.00108486 0.00107678 0.000921337 0.000620335 0.000383819 0.000961414 0.000989773 0.000327301
internal_weight=0 2619 2559 2402 307 2314 247 1919 108 1811 1750 395 157 191 332 274 139
internal_count=2926 2619 2559 2402 307 2314 247 1919 108 1811 1750 395 157 191 332 274 139
is_linear=0
shrinkage=0.0032998


Tree=6187
num_leaves=13
num_cat=0
split_feature=3 15 1211 10 3 157 15 3 1212 48 1 3
split_gain=0.416495 0.255161 0.207011 0.200222 0.265622 0.291723 0.35493 0.262543 0.176368 0.151774 0.16121 0.156695
threshold=0.3148450000000001 0.17176000000000005 0.079615000000000019 -0.097169999999999992 -0.15105999999999997 -0.0036449999999999994 -1.0000000180025095e-35 -0.13392999999999997 0.092815000000000022 0.10168500000000001 0.13535500000000003 -0.036264999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 -6 -4 10 -9 -11
right_child=-2 -3 8 4 7 6 -8 9 -10 11 -12 -13
leaf_value=-0.0059930861447682077 -0.0072989583513905091 0.015659261098323097 -0.0080779776340865993 0.0089596652703070479 0.015850982248658673 -0.016393574973069994 0.00091368822667669441 0.0047827454224649117 0.0028655826236111486 0.0045004613446141201 0.01364901203200778 -0.0058764563256018818
leaf_weight=53 94 53 73 55 61 53 91 2070 97 90 60 76
leaf_count=53 94 53 73 55 61 53 91 2070 97 90 60 76
internal_value=0 0.00408107 0.00385961 0.00423058 0.00444328 -0.00145397 -0.00544387 0.00494194 -0.00182314 0.00465133 0.00503334 -0.000239594
internal_weight=0 2832 2779 2609 2556 199 144 2357 170 2296 2130 166
internal_count=2926 2832 2779 2609 2556 199 144 2357 170 2296 2130 166
is_linear=0
shrinkage=0.16829


Tree=6188
num_leaves=26
num_cat=0
split_feature=2 12 13 2 2 2 16 12 2 2 16 2 41 40 12 13 157 159 16 2 483 16 42 13 42
split_gain=12.096 6.87212 1.73126 1.55409 0.947615 0.811249 0.809697 0.781509 0.75582 1.39084 0.737514 0.509885 0.854013 0.458582 0.426458 0.336258 0.255118 0.20804 0.188896 0.183705 0.193645 0.161166 0.15117 0.227714 0.168716
threshold=0.14132000000000003 1.0000000180025095e-35 -0.00027999999999999998 0.093470000000000011 0.079770000000000021 0.17553000000000005 0.022165000000000004 0.093125000000000013 -1.0000000180025095e-35 0.097005000000000022 -0.4193599999999999 0.10100500000000003 0.075585000000000013 -0.078654999999999989 -0.080929999999999988 0.24450500000000003 -0.0089949999999999978 0.10894000000000002 -0.50720999999999983 0.082165000000000016 -0.0037249999999999996 -0.047754999999999999 0.09747500000000002 -0.077614999999999976 0.11517500000000001
decision_type=2 2 2 2 2 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 -2 18 11 13 -10 -9 12 17 -1 -11 16 -12 19 -5 21 -21 -3 23 -18 -24
right_child=5 7 3 6 -6 -7 -8 10 9 14 15 -13 -14 -15 -16 -17 22 -19 -20 20 -22 -23 24 -25 -26
leaf_value=0.0010176183569599914 0.00076536787806149686 0.0016618164948020314 0.0012711335981032655 0.00087356569263251198 0.0018218688278339222 0.00028586365837521158 0.0014664553336515885 0.0011410341468763249 0.0016029174720128469 0.0011294860644300766 0.0013476049296984982 0.0014124582898750288 0.0020498918784773762 0.00060999613431446538 0.00075509578604955477 0.001794342359436463 0.0017805059325053353 0.0014345922460312652 0.001135463116159755 0.0018285120871342248 0.0016151085422266562 0.0018262594205149365 0.0013531299599903234 0.0015488630892927506 0.0015633355493555746
leaf_weight=68 95 175 53 54 98 65 71 55 57 92 85 97 60 55 53 54 57 52 73 52 798 115 84 316 92
leaf_count=68 95 175 53 54 98 65 71 55 57 92 85 97 60 55 53 54 57 52 73 52 798 115 84 316 92
internal_value=0 0.00150432 0.00121433 0.00137603 0.0016288 0.000570789 0.00118308 0.00159773 0.00104058 0.0011652 0.00151121 0.00164536 0.00166337 0.000835635 0.000992883 0.00154075 0.0015191 0.00164389 0.00102438 0.00165341 0.00162821 0.00172715 0.00154558 0.00158436 0.00146321
internal_weight=0 2766 674 349 151 160 198 2092 325 202 743 1349 1252 123 145 688 634 1192 127 1140 850 290 549 373 176
internal_count=2926 2766 674 349 151 160 198 2092 325 202 743 1349 1252 123 145 688 634 1192 127 1140 850 290 549 373 176
is_linear=0
shrinkage=0.0032998


Tree=6189
num_leaves=28
num_cat=0
split_feature=3 2 13 2 2 2 156 3 2 2 2 0 3 49 0 156 3 47 13 42 3 1447 156 0 2 13 13
split_gain=28.9225 11.3642 7.50816 4.60879 3.59262 3.01453 2.12237 2.13786 2.12035 2.04713 1.7015 0.891336 0.745194 0.835179 0.697105 0.681812 1.54082 0.586782 0.583131 0.418556 0.336423 0.338019 0.34003 0.247714 0.207866 0.195792 0.0678937
threshold=-0.053364999999999996 0.14132000000000003 -0.00027999999999999998 0.097005000000000022 -1.0000000180025095e-35 0.10134000000000001 0.07881500000000001 0.11745500000000002 -1.0000000180025095e-35 0.17553000000000005 0.123795 -0.14867499999999997 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.14385499999999998 1.0000000180025095e-35 -0.096099999999999977 0.10323000000000002 -0.062109999999999992 0.085965000000000014 -0.081334999999999977 -0.085574999999999984 0.088360000000000008 -0.076204999999999981 0.10498 -0.07298499999999998 -0.088384999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 8 18 -6 7 12 -1 -3 15 -10 -4 -14 -7 16 -5 20 -2 -18 21 -13 -23 26 -21 -19 -22
right_child=1 9 6 10 5 14 -8 -9 11 -11 -12 17 13 -15 -16 -17 19 25 -20 24 23 22 -24 -25 -26 -27 -28
leaf_value=0.0020543403411519721 0.0013945033926195973 0.0012472096110206349 0.0020495372251216476 0.0019318687613421206 0.0023644886490653055 0.0012900653872701835 0.0027471758675026562 0.0015823829054117903 0.003068219409792584 0.00038925794680137309 0.0018239635438647155 0.0024561751080409578 0.0022002468910219874 0.0027659538771205175 0.0017699825979982987 0.0026503829960361092 0.0025984680179608377 0.002536772314730951 0.0009293870563421697 0.0021387502675354331 0.0025382007507040926 0.0027230583145507743 0.0024550140843663708 0.0024164948176441476 0.0024238797275776343 0.0022510910976962645 0.0026463830624045095
leaf_weight=69 61 73 66 97 86 56 95 54 54 52 84 67 56 60 83 67 97 59 58 52 111 824 58 90 70 54 273
leaf_count=69 61 73 66 97 86 56 95 54 54 52 84 67 56 60 83 67 97 59 58 52 111 824 58 90 70 54 273
internal_value=0 0.00180502 0.0019743 0.00254127 0.00163258 0.00187808 0.00232934 0.002161 0.00262292 0.000890584 0.00225117 0.00264757 0.00233248 0.00249316 0.00157689 0.00234477 0.00227986 0.00263276 0.0011681 0.00243383 0.00265117 0.00268791 0.00270547 0.00257755 0.00230264 0.00240056 0.0026152
internal_weight=0 800 675 2126 344 225 331 236 1659 125 467 1590 182 116 139 383 316 1536 119 219 1423 949 882 474 122 113 384
internal_count=2926 800 675 2126 344 225 331 236 1659 125 467 1590 182 116 139 383 316 1536 119 219 1423 949 882 474 122 113 384
is_linear=0
shrinkage=0.0032998


Tree=6190
num_leaves=13
num_cat=0
split_feature=0 1429 0 1 376 50 51 39 16 16 0 12
split_gain=0.250987 0.180959 0.238519 0.251554 0.241261 0.193628 0.242865 0.271118 0.24092 0.169817 0.162809 0.066966
threshold=-0.23043999999999995 0.089900000000000022 -0.029849999999999998 0.12200500000000002 0.085945000000000008 0.122715 0.12162000000000002 0.095210000000000017 0.014185000000000001 -0.39761999999999992 0.12469500000000001 0.078120000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 10 5 6 7 8 -2 -1 11 -4
right_child=1 -3 3 -5 -6 -7 -8 -9 -10 -11 -12 -13
leaf_value=0.0075734973812443835 0.0068423343490182477 0.012929868780006357 -0.0021357764362405739 -0.0075425497788177958 -0.0048117378094851507 0.013862970402588491 -0.0050015807862813007 0.015116073499029362 0.0021921820570695626 0.021119101719769627 0.010062482481643747 0.0047065421310754684
leaf_weight=54 1759 100 94 71 55 96 54 97 386 52 80 71
leaf_count=54 1759 100 94 71 55 96 54 97 386 52 80 71
internal_value=0 0.00588323 0.00562754 0.00126925 0.00618963 0.00644334 0.00613233 0.00640129 0.00600636 0.0142355 0.0038302 0.000797606
internal_weight=0 2863 2763 316 2447 2392 2296 2242 2145 106 245 165
internal_count=2969 2863 2763 316 2447 2392 2296 2242 2145 106 245 165
is_linear=0
shrinkage=0.16829


Tree=6191
num_leaves=13
num_cat=0
split_feature=13 0 480 43 1 41 9 43 12 13 41 4
split_gain=0.204027 0.183858 0.182166 0.202842 0.563827 0.216065 0.22521 0.203921 0.22649 0.202816 0.163911 0.142986
threshold=0.27139000000000008 -0.23043999999999995 -0.069294999999999982 -0.22491499999999998 0.077020000000000019 0.082560000000000008 0.083710000000000021 0.10019000000000002 0.056995000000000011 -0.11279499999999999 0.10138000000000001 0.17176000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 4 -4 6 7 8 -5 -9 -7 -1
right_child=-2 2 3 5 -6 10 -8 9 -10 -11 -12 -13
leaf_value=0.017922801987702391 0.015407709525101601 0.012885764756919511 0.0079916144976973445 0.0011674520964897583 -0.014194266491057912 0.018619086351662116 -0.0041913461100722502 0.018820512147167272 0.0052143183697274647 0.0068145380395975945 0.0054429325937833568 0.0054940554749389123
leaf_weight=54 54 75 72 513 59 55 82 52 1673 175 53 52
leaf_count=54 54 75 72 513 59 55 82 52 1673 175 53 52
internal_value=0 0.00495128 0.00469059 0.00446511 -0.00198679 0.00479051 0.00447037 0.00476546 0.00426544 0.00957272 0.0121696 0.0118426
internal_weight=0 2915 2809 2734 131 2603 2495 2413 2186 227 108 106
internal_count=2969 2915 2809 2734 131 2603 2495 2413 2186 227 108 106
is_linear=0
shrinkage=0.16829


Tree=6192
num_leaves=10
num_cat=0
split_feature=3 13 13 151 3 1453 1443 481 2
split_gain=0.279672 0.308873 0.201008 0.159227 0.216972 0.173512 0.160269 0.196966 0.231269
threshold=0.28833000000000003 -0.48634999999999995 0.27139000000000008 -0.24462999999999999 0.12955000000000003 1.0000000180025095e-35 0.084655000000000022 -0.087424999999999989 0.092855000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 7 -5 -9
right_child=1 -3 -4 4 -6 -7 -8 8 -10
leaf_value=0.012309704186098511 0.0053088466873836846 -0.011303416381402996 0.015004534275660774 -0.0050928099894823756 0.013691599942503586 0.013437509780702862 0.012048366847297697 0.0050230689916104243 0.0015978947137839661
leaf_weight=71 60 67 52 72 67 54 65 1601 860
leaf_count=71 60 67 52 72 67 54 65 1601 860
internal_value=0 -0.00344096 0.00462307 0.00442893 0.00422249 0.00398258 0.00378537 0.00357262 0.00382687
internal_weight=0 127 2842 2790 2719 2652 2598 2533 2461
internal_count=2969 127 2842 2790 2719 2652 2598 2533 2461
is_linear=0
shrinkage=0.16829


Tree=6193
num_leaves=23
num_cat=0
split_feature=1 3 39 16 3 1 12 1 3 3 15 11 3 12 11 0 0 1 1447 1 16 159
split_gain=10.417 1.90903 0.856526 0.845564 0.841322 0.790856 0.702878 0.667236 0.493249 0.500152 0.429422 0.36521 0.469165 0.338498 0.430037 0.309723 0.25978 0.186495 0.169756 0.123439 0.121839 0.113994
threshold=0.10661000000000002 -0.049204999999999992 0.0047850000000000011 -0.06421499999999998 0.10402500000000002 0.088035000000000016 0.090455000000000021 0.11690500000000002 0.28833000000000003 0.076825000000000018 0.090650000000000022 0.074925000000000005 -0.10337499999999998 0.11755500000000001 0.080705000000000013 -0.060094999999999989 -0.06612999999999998 0.11189500000000001 -0.085124999999999992 0.076160000000000019 0.41326000000000002 -0.073489999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 6 -4 10 17 9 16 11 12 -1 14 15 21 -9 -3 -14 -12 -5 -8
right_child=1 7 5 20 -6 -7 13 8 -10 -11 19 -13 18 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00073275663300374023 0.00051608926135554762 0.00046158418553835558 0.001010065823795538 0.00083633066647845417 0.00067698783733086945 0.00051679541499526321 0.0010751793049078437 0.00011915205199003824 9.5662766225583734e-05 0.00066235159815983074 0.0011665788382966506 0.0013098620334707804 0.00090750221378362353 0.00074619661245939686 0.0012415355525345906 0.00075668394353310166 0.00042357739941064021 0.0007175335837965775 0.0010689920363597197 0.0013827179844790761 0.0010432467291916438 0.00095495952916901656
leaf_weight=52 91 71 67 71 79 76 109 60 96 52 71 59 80 80 61 81 63 57 941 54 60 538
leaf_count=52 91 71 67 71 79 76 109 60 96 52 71 59 80 80 61 81 63 57 941 54 60 538
internal_value=0 0.000515866 0.000996582 0.000761301 0.00101268 0.000748155 0.00102513 0.000379219 0.000286222 0.000390556 0.00107524 0.00105478 0.00104072 0.000952617 0.000973503 0.000950995 0.000275364 0.000575837 0.00105637 0.00126023 0.00093137 0.000975267
internal_weight=0 621 2348 222 2205 143 2126 399 271 175 1257 1132 1073 869 789 728 123 128 1021 125 131 647
internal_count=2969 621 2348 222 2205 143 2126 399 271 175 1257 1132 1073 869 789 728 123 128 1021 125 131 647
is_linear=0
shrinkage=0.0032998


Tree=6194
num_leaves=20
num_cat=0
split_feature=3 400 3 12 3 11 4 16 52 16 15 3 1212 3 16 400 1456 51 151
split_gain=0.22344 0.212132 0.299615 0.152679 0.146811 0.361574 0.493179 0.323035 0.195927 0.200638 0.24994 0.313152 0.155418 0.194944 0.15954 0.137785 0.13751 0.134039 0.120362
threshold=0.28833000000000003 -0.07718499999999999 -0.23098999999999997 -0.16423499999999996 -0.10690999999999999 0.080455000000000013 0.061835000000000008 -0.034884999999999992 -0.15365999999999999 0.51165500000000008 -0.055184999999999991 -0.07792499999999998 0.087685000000000013 -0.078644999999999979 -0.081029999999999977 -0.086269999999999986 -0.13562499999999997 -0.015159999999999998 -0.082079999999999986
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 -3 -2 5 7 -7 -4 9 10 17 -12 16 14 -14 -1 -10 -6 -18
right_child=3 2 4 -5 8 6 -8 -9 12 -11 11 -13 13 -15 -16 -17 18 -19 -20
leaf_value=0.0024840378896384147 0.0036794988906380115 0.013933579431161004 0.0018644092399693404 -0.0080216320748654774 0.0099099745358256029 0.020221105287823126 -0.0028216826625134992 -0.013303982799861802 0.014237964076582605 0.0085221719101266271 0.0020072388971533097 -0.015537585337360249 0.0034503629629067658 0.0092346683005624184 -0.007902479813021588 -0.0079495765483186074 0.0092578192303229782 -0.0010622528506969927 0.0052425932789710973
leaf_weight=91 58 100 102 69 57 52 53 65 57 78 56 59 69 59 71 59 248 70 1496
leaf_count=91 58 100 102 69 57 52 53 65 57 78 56 59 69 59 71 59 248 70 1496
internal_value=0 0.00454255 0.00488592 -0.00266366 0.00453617 0.000829274 0.00857287 -0.0040287 0.00496999 0.00109665 -0.00128928 -0.0069784 0.00558883 0.0011148 -0.00229432 -0.00160787 0.00608219 0.00384814 0.0058146
internal_weight=0 2842 2692 127 2592 272 105 167 2320 320 242 115 2000 199 140 150 1801 127 1744
internal_count=2969 2842 2692 127 2592 272 105 167 2320 320 242 115 2000 199 140 150 1801 127 1744
is_linear=0
shrinkage=0.16829


Tree=6195
num_leaves=23
num_cat=0
split_feature=3 3 147 3 42 0 13 3 13 3 0 475 49 0 0 49 0 52 0 42 52 52
split_gain=3.10107 1.4564 0.900217 0.898906 0.760123 0.581946 0.467151 0.37609 0.357586 0.357294 0.223733 0.235963 0.240387 0.22159 0.203252 0.181188 0.239742 0.179263 0.165745 0.12419 0.103457 0.0736226
threshold=-0.044539999999999989 0.30863500000000005 0.089430000000000023 0.018975000000000002 -0.0047199999999999994 0.044695000000000006 -0.0090849999999999976 -0.16100499999999998 -0.47365999999999991 0.11391500000000002 -0.046614999999999997 -0.087994999999999976 -0.014479999999999998 -0.12368999999999998 -0.055729999999999995 0.11447000000000002 -0.14164999999999997 -0.088174999999999989 -0.098064999999999986 0.092600000000000016 -0.013125 -0.013914999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 7 14 -1 -3 13 11 -9 18 20 19 16 -14 -7 -13 -6 -5 -20
right_child=1 8 -4 9 6 17 -8 10 -10 -11 -12 12 15 -15 -16 -17 -18 -19 21 -21 -22 -23
leaf_value=0.00098693511857083521 0.00071968770456352102 0.00033263177058016593 0.0001483520903246738 0.00079140190723276695 0.00048606898299126974 0.0006518235555155081 0.0001373777439779083 0.00052942972297662745 -3.74506083052608e-05 0.00055129303846749623 0.00054312908508721521 0.00046275939325259778 0.00096711254017314786 0.00065568719301979542 0.00061925830606986219 0.0006140472003754666 0.00075394435501546927 0.00041036193700277125 0.00078381628866161491 0.00026114140803031998 0.00099850555065368173 0.00060380930047967594
leaf_weight=64 88 53 59 57 54 60 72 60 61 99 70 52 61 73 56 98 1509 79 52 55 54 53
leaf_count=64 88 53 59 57 54 60 72 60 61 99 70 52 61 73 56 98 1509 79 52 55 54 53
internal_value=0 0.000479385 0.000538313 0.000576097 0.000457396 0.000722208 0.000359856 0.000736467 0.000134296 0.00071229 0.00072825 0.000735105 0.000741848 0.000798722 0.000456724 0.000753563 0.000762249 0.000514843 0.000617161 0.000372897 0.000892472 0.000693291
internal_weight=0 781 667 608 325 2158 237 2019 114 283 1955 1885 1825 184 165 1668 1570 139 157 109 111 105
internal_count=2939 781 667 608 325 2158 237 2019 114 283 1955 1885 1825 184 165 1668 1570 139 157 109 111 105
is_linear=0
shrinkage=0.0032998


Tree=6196
num_leaves=16
num_cat=0
split_feature=0 1348 11 0 16 0 16 52 1455 484 0 394 52 158 16
split_gain=0.358905 0.300131 0.276073 0.288924 0.406647 0.276967 0.164383 0.380859 0.146335 0.223172 0.199109 0.135697 0.125509 0.124981 0.065719
threshold=0.15628500000000004 0.084490000000000023 1.0000000180025095e-35 -0.10462499999999998 -0.0092499999999999978 -0.10594499999999998 -0.35377499999999995 -0.0014699999999999997 -0.088759999999999992 0.085950000000000013 -0.08155999999999998 0.0057250000000000009 0.042815000000000006 -0.23300499999999999 0.40422000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -4 12 -8 -5 11 -11 13 -1 -10 -7
right_child=-2 -3 5 8 -6 14 7 -9 9 10 -12 -13 -14 -15 -16
leaf_value=0.0011152490279947938 -0.0093242130894461601 -0.0066936246854683371 0.017251075870437727 -0.0017068461360726717 -0.011855905845384103 0.0087768467558227391 0.0058019611710243661 -0.0098285651028708534 0.013240990918394948 0.0058439910029463599 0.017403416388192733 -0.0033022059208320585 0.010085849373452454 0.0048516627975579317 0.00070752097036880105
leaf_weight=80 54 66 97 86 66 62 100 79 52 92 79 56 100 1816 54
leaf_count=80 54 66 97 86 66 62 100 79 52 92 79 56 100 1816 54
internal_value=0 0.00451305 0.00477606 0.00429877 0.000280128 0.0106071 0.00251627 -0.00108639 0.00508104 0.00536054 0.0111948 0.00484107 0.0061089 0.00508616 0.00503592
internal_weight=0 2885 2819 2606 425 213 359 179 2181 2095 171 1924 180 1868 116
internal_count=2939 2885 2819 2606 425 213 359 179 2181 2095 171 1924 180 1868 116
is_linear=0
shrinkage=0.16829


Tree=6197
num_leaves=23
num_cat=0
split_feature=1 12 4 1 0 4 14 4 1 484 457 47 47 12 4 4 0 15 0 0 12 15
split_gain=11.7531 3.81986 1.82906 1.46153 0.994076 0.898807 0.693333 0.579186 0.540367 0.539366 0.534933 0.412254 0.385485 0.433608 0.302297 0.294107 0.276324 0.251241 0.271841 0.313633 0.197309 0.180385
threshold=0.10152500000000002 0.085465000000000013 -0.16236499999999995 0.13130500000000003 0.148925 0.04105000000000001 0.073890000000000011 -0.041239999999999992 0.083670000000000008 0.093320000000000014 0.085360000000000005 0.082465000000000024 0.080075000000000021 -0.092484999999999984 0.10055500000000002 -0.0086549999999999978 -0.11262999999999999 -0.19153499999999998 -0.10726999999999999 -0.09466999999999999 -0.042789999999999988 -0.063834999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 7 5 6 10 -3 16 12 17 -9 13 -4 15 -15 -7 -1 -19 -20 -16 -18
right_child=1 3 9 -5 -6 8 -8 11 -10 -11 -12 -13 -14 14 20 -17 21 18 19 -21 -22 -23
leaf_value=0.0013413887138179039 0.00099885278278418616 0.0013127334667191164 -8.2749812790761338e-06 0.0004380253569268309 0.0006392166130716134 0.0011625758478664681 0.0014154505823056299 0.00071826338737585472 0.0006456447841208066 0.00065653056049364922 0.00085394593410357156 0.0010781070234568248 0.00051963755956004011 0.00035260044291732608 0.00027858215096914418 9.6116977739091667e-07 0.0010168800396860842 0.00089400986833082161 0.0013331192456916892 0.0011075646050901621 0.00053316145437894407 0.00079253130596737575
leaf_weight=54 53 62 57 55 55 74 82 60 62 54 90 85 72 52 63 52 90 63 72 1487 72 73
leaf_count=54 53 62 57 55 55 74 82 60 62 54 90 85 72 52 63 52 90 63 72 1487 72 73
internal_value=0 0.000597273 0.000420703 0.000917258 0.00107882 0.00109006 0.00111731 0.00104442 0.000921539 0.000348008 0.00110345 0.000929449 0.00030264 0.000249737 0.000311419 0.00017712 0.000993566 0.00111682 0.00110933 0.001118 0.000414619 0.000916621
internal_weight=0 737 475 262 2202 2147 1848 207 299 422 1766 145 368 296 239 104 237 1676 1622 1559 135 163
internal_count=2939 737 475 262 2202 2147 1848 207 299 422 1766 145 368 296 239 104 237 1676 1622 1559 135 163
is_linear=0
shrinkage=0.0032998


Tree=6198
num_leaves=11
num_cat=0
split_feature=132 0 147 157 399 33 0 40 10 1204
split_gain=0.276346 0.324854 0.291451 0.229547 0.21786 0.199982 0.196163 0.185416 0.177366 0.130538
threshold=-0.26673499999999994 0.15628500000000004 0.090425000000000019 -0.21780999999999998 0.086730000000000015 0.080895000000000009 -0.037444999999999992 -0.049499999999999995 -0.00189 -0.079324999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 -8 -5 -6
right_child=1 -3 -4 4 9 -7 7 -9 -10 -11
leaf_value=0.015988988741967983 -0.004314091211050931 -0.0090017533166664981 -0.0046284362979816624 -0.0038192486833270212 -0.0070877639497231321 0.015038332635604145 0.018197843330906297 0.0070836137693794507 0.0047773596068889359 0.0028948006309809358
leaf_weight=56 79 53 100 70 64 58 54 206 2111 88
leaf_count=56 79 53 100 70 64 58 54 206 2111 88
internal_value=0 0.00404106 0.00428596 0.00461315 0.00487986 0.00525626 0.00502309 0.00939886 0.00450062 -0.00129656
internal_weight=0 2883 2830 2730 2651 2499 2441 260 2181 152
internal_count=2939 2883 2830 2730 2651 2499 2441 260 2181 152
is_linear=0
shrinkage=0.16829


Tree=6199
num_leaves=20
num_cat=0
split_feature=1 12 4 3 1 12 147 41 156 16 49 39 39 4 13 4 3 47 159
split_gain=5.88526 2.58433 1.13769 1.05063 0.788965 0.537098 0.515099 0.493854 0.448449 0.472601 0.55888 0.623623 0.341069 0.333953 0.310173 0.288767 0.178497 0.172864 0.171511
threshold=0.10152500000000002 0.085465000000000013 -0.16236499999999995 0.10402500000000002 0.13130500000000003 0.11819000000000002 0.087170000000000011 0.075585000000000013 0.088295000000000012 -0.42170999999999997 -0.054319999999999993 1.0000000180025095e-35 1.0000000180025095e-35 -0.041239999999999992 -0.087404999999999997 -0.4950449999999999 0.11745500000000002 0.082465000000000024 0.091070000000000012
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 13 6 7 12 9 16 -11 -12 15 -3 -9 -1 -4 -15 -17
right_child=1 4 8 -5 -6 -7 -8 14 -10 10 11 -13 -14 17 -16 18 -18 -19 -20
leaf_value=0.0011810461382877086 0.00087951957231999515 0.0011297178815757461 0.00054422402273150326 0.00046997370128480057 0.00047924289148693896 0.00061946929986578974 0.00062472920373981178 0.0013232267634351532 0.00065047658003852859 0.00047615254964973375 -0.00012160189194310689 0.00031867926069462099 0.00071411128223489357 0.00069981548930449016 0.00096805117027410693 0.00092033657245805687 0.00032130717337411916 0.00093474774357876593 0.001054933331469722
leaf_weight=52 53 62 100 58 55 63 59 58 53 63 69 71 80 60 52 1666 66 85 114
leaf_count=52 53 62 100 58 55 63 59 58 53 63 69 71 80 60 52 1666 66 85 114
internal_value=0 0.000568625 0.000423353 0.000909445 0.000831867 0.000921317 0.000930439 0.000939341 0.000365979 0.00032502 0.000217898 0.000101432 0.000926879 0.000925389 0.00115565 0.000936151 0.000455807 0.000837777 0.000928977
internal_weight=0 737 475 2202 262 2144 2081 2022 422 369 203 140 1912 207 110 1832 166 145 1780
internal_count=2939 737 475 2202 262 2144 2081 2022 422 369 203 140 1912 207 110 1832 166 145 1780
is_linear=0
shrinkage=0.0032998


Tree=6200
num_leaves=25
num_cat=0
split_feature=1 52 1 52 39 52 43 1 1 13 49 51 16 1 13 472 51 474 156 133 52 160 1213 160
split_gain=15.1084 3.59948 1.94654 0.874417 0.719687 0.630277 0.538628 0.677516 0.481539 0.407176 0.45509 0.311589 0.29777 0.439124 0.294192 0.28865 0.378032 0.38719 0.375368 0.214066 0.148696 0.127112 0.15855 0.0346555
threshold=0.10264000000000002 -0.41694999999999993 0.12072500000000001 0.12441000000000001 0.0047850000000000011 0.056265000000000009 -0.079824999999999993 0.10781 0.11319000000000001 -0.077869999999999981 0.12186500000000001 0.07412500000000001 -0.33811499999999994 0.13872000000000004 -0.11210999999999999 -0.0071149999999999989 0.10271500000000001 0.085295000000000024 0.083490000000000023 0.08955500000000001 -0.081429999999999989 0.10460500000000002 -0.086579999999999976 -0.020114999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 9 12 -3 -8 -9 11 15 14 -4 -14 -1 -11 17 18 -17 21 -6 22 -16 -21
right_child=1 2 5 -5 20 -7 7 8 -10 10 -12 -13 13 -15 19 16 -18 -19 -20 23 -22 -23 -24 -25
leaf_value=0.0010681550173252815 0.0013040443870354439 0.00043322610821493201 0.00012724192788168682 0.0011297664816549565 0.0010881477790874129 0.00061659563092791923 0.00045025827139411555 0.0011243814708822774 0.00071545930441603307 0.0014235529752344926 0.00087551710235878586 0.0014533936874118842 0.00057038493543602384 0.00016801391559383377 0.0011961763507811994 0.00119013517636304 0.00091468403109281346 0.00094410656291999339 0.0014052779307960231 0.001212748035521576 0.00084942478205182791 0.0011422508364978955 0.0013474579375596324 0.0010974348830663999
leaf_weight=87 80 80 92 52 53 78 55 55 75 58 52 96 62 57 98 915 56 64 100 69 67 52 421 69
leaf_count=87 80 80 92 52 53 78 55 55 75 58 52 96 62 57 98 915 56 64 100 69 67 52 421 69
internal_value=0 0.000645849 0.000558901 0.000737576 0.00120517 0.000362793 0.000660485 0.000758568 0.000888736 0.0012192 0.00118025 0.00127351 0.000268803 0.000377949 0.00125177 0.00119351 0.00118172 0.00119555 0.00121137 0.00127425 0.000955154 0.00130293 0.00131896 0.00115535
internal_weight=0 686 606 317 2257 289 265 185 130 2137 1245 892 211 119 796 1193 1135 1079 1015 709 120 571 519 138
internal_count=2943 686 606 317 2257 289 265 185 130 2137 1245 892 211 119 796 1193 1135 1079 1015 709 120 571 519 138
is_linear=0
shrinkage=0.0032998


Tree=6201
num_leaves=36
num_cat=0
split_feature=12 2 2 15 12 15 14 2 2 0 16 0 15 15 15 15 133 2 0 51 16 15 51 0 42 0 42 12 12 158 48 12 157 2 16
split_gain=6.88242 2.18928 1.87128 1.24441 1.014 0.766099 0.683879 0.595901 0.670354 0.513981 0.476724 0.264973 0.431937 0.247991 0.25008 0.231855 0.350277 0.771556 0.376561 0.22646 0.223935 0.241067 0.193537 0.176978 0.167837 0.162974 0.160793 0.139697 0.138147 0.124423 0.124704 0.109038 0.106664 0.106547 0.0627589
threshold=0.056995000000000011 0.14132000000000003 0.13501500000000002 -0.24511999999999998 0.09253500000000002 0.021950000000000001 -1.0000000180025095e-35 0.099345000000000017 -0.007134999999999999 -0.099704999999999974 -0.06421499999999998 -0.084914999999999977 -0.095814999999999997 -0.036279999999999993 -0.060199999999999997 0.039965000000000007 0.083000000000000018 0.091290000000000024 -0.08155999999999998 0.07412500000000001 -0.008454999999999999 0.091490000000000016 -0.082424999999999984 0.11737000000000002 0.084185000000000024 -0.067664999999999989 0.098205000000000015 0.083785000000000012 0.084675000000000014 0.083065000000000014 0.0036150000000000006 0.088930000000000023 -0.0062799999999999991 0.084745000000000015 -0.04040499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 -1 8 -5 10 -9 12 -10 14 29 16 17 22 24 27 21 -15 -2 -22 -18 -3 -23 -17 -29 30 34 -24 -26 -30 -6
right_child=2 25 -4 5 13 -7 -8 9 11 -11 -12 -13 -14 20 -16 19 18 -19 -20 -21 23 26 31 -25 32 -27 -28 28 33 -31 -32 -33 -34 -35 -36
leaf_value=0.00080408833571363029 0.00094570430008473387 0.00043463867382358064 0.00052070500435166865 0.00066403933712150677 0.00080952354488758572 0.0011896110498874157 0.00031839147724005244 0.00072287238071317697 0.0011363816229814484 0.00091472075917009706 0.00032680629391208891 0.0012193873183344521 0.00073861428464258843 0.0012652612807379183 0.00074106431689511512 0.0013467031029680021 0.0012505473020367087 0.000717187580586432 0.0014452476423202705 0.0013949513708515849 0.00087909382268384862 0.0011487175148789486 0.0011176240254721422 0.0011122195239378155 0.00098434805684774213 0.00018121530535477977 0.00095147983298261428 0.0010075685860007322 0.0012392427283085556 0.0011330119055638326 0.0010565607194574895 0.0012999613222157557 0.0011516714421357236 0.0011407495545837725 0.00095349549288395701
leaf_weight=53 52 54 61 73 63 72 79 93 64 78 52 61 57 90 56 57 102 66 54 65 100 98 112 58 78 58 90 54 245 53 82 58 102 269 84
leaf_count=53 52 54 61 73 63 72 79 93 64 78 52 61 57 90 56 57 102 66 54 65 100 98 112 58 78 58 90 54 245 53 82 58 102 269 84
internal_value=0 0.000731796 0.00109149 0.000802045 0.00110814 0.000871191 0.000513673 0.000823154 0.00093252 0.000697936 0.000581078 0.00104001 0.000949295 0.00101305 0.000945035 0.00116413 0.00111727 0.0010319 0.00119034 0.00120646 0.00106569 0.00112285 0.00112531 0.000964895 0.0011414 0.000303716 0.00105448 0.0011868 0.0011707 0.000985415 0.000951101 0.00118004 0.00107936 0.00118777 0.000892033
internal_weight=0 794 2149 682 2088 550 132 478 255 223 145 182 121 774 338 1314 624 288 336 690 436 278 222 158 282 112 188 625 568 282 229 170 180 514 147
internal_count=2943 794 2149 682 2088 550 132 478 255 223 145 182 121 774 338 1314 624 288 336 690 436 278 222 158 282 112 188 625 568 282 229 170 180 514 147
is_linear=0
shrinkage=0.0032998


Tree=6202
num_leaves=10
num_cat=0
split_feature=9 44 41 12 124 455 13 1427 12
split_gain=0.417632 0.353218 0.27687 0.205947 0.220694 0.193503 0.161749 0.158735 0.192551
threshold=0.083710000000000021 1.0000000180025095e-35 0.083270000000000011 -0.093719999999999984 0.0049200000000000008 0.087505000000000013 -0.090069999999999983 0.081395000000000009 0.091625000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 7 -1 8 -5
right_child=-2 -3 -4 4 -6 -7 -8 -9 -10
leaf_value=0.0052291806210442984 -0.0059383709997473501 0.019127863437719508 -0.0040161408687387854 0.0068231188302428853 -0.0044534019716176961 0.016101561939503062 -0.0074501815856285354 0.013109473435331602 0.0036419145016919965
leaf_weight=55 91 54 86 1578 56 55 59 86 823
leaf_count=55 91 54 86 1578 56 55 59 86 823
internal_value=0 0.00563357 0.00537249 0.00567088 0.00597821 0.00620872 -0.00131719 0.00598922 0.00573343
internal_weight=0 2852 2798 2712 2598 2542 114 2487 2401
internal_count=2943 2852 2798 2712 2598 2542 114 2487 2401
is_linear=0
shrinkage=0.16829


Tree=6203
num_leaves=38
num_cat=0
split_feature=1 15 15 1 155 1 52 1 15 0 1 0 133 15 159 0 14 0 15 48 133 15 15 15 15 14 160 49 0 403 52 52 1 51 15 133 49
split_gain=5.48116 0.842886 0.780337 0.830058 0.692246 0.555145 0.540909 0.554747 0.464193 0.446354 0.443249 0.419513 0.405898 0.399375 0.408223 0.489116 0.366281 0.445337 0.355576 0.28335 0.214379 0.209694 0.189157 0.185742 0.200503 0.183295 0.17283 0.170658 0.153206 0.147734 0.20003 0.196229 0.129497 0.0967476 0.195909 0.0957362 0.0927068
threshold=0.11338500000000001 -0.085259999999999989 0.039965000000000007 0.092845000000000025 0.11843500000000001 0.13654500000000003 -0.014264999999999998 0.10359500000000001 -0.12272499999999999 -0.073999999999999996 0.107145 -0.099244999999999986 0.083000000000000018 -0.044884999999999994 0.092630000000000018 -0.078244999999999995 -0.41608999999999996 -0.057749999999999989 0.084100000000000022 0.092020000000000005 0.11667000000000001 -0.092879999999999976 -0.094839999999999994 0.091285000000000019 0.089955000000000021 0.078275000000000025 -0.50371499999999991 0.0052300000000000011 -0.098429999999999976 -0.12219499999999998 0.084805000000000019 0.08869500000000001 0.094165000000000013 -1.0000000180025095e-35 -0.040769999999999994 -0.032744999999999989 -0.0097199999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 16 3 8 6 9 7 -5 28 -3 21 25 13 22 15 -15 -2 19 -13 -18 33 -8 -10 24 29 -4 -25 -24 -1 30 -20 -31 35 36 -35 -28 -14
right_child=1 5 11 4 -6 -7 10 -9 12 -11 -12 18 20 14 -16 -17 17 -19 23 -21 -22 -23 27 26 -26 -27 32 -29 -30 31 -32 -33 -34 34 -36 -37 -38
leaf_value=0.001015811406117016 0.00044949390961430448 0.00038147532466014511 0.0011317218771075858 0.00054307844522436086 0.00089227591498530095 0.00021398832051325244 0.00063268830105451667 0.00012822796641033638 0.00059277068881357026 0.00077670094131200324 0.00083475296092890157 0.00097422225883775826 0.00063389200987585485 0.00060369167204487467 0.00077815475150069173 0.00023301882761716792 0.00035380287501242613 -0.00010281249071196275 0.00051923021201625381 4.8207766616963339e-05 0.00057523531750243537 0.00034221257744903168 0.00084985856909495616 0.00087299750470805305 0.00097346276297951119 0.00085245898821765132 0.00074410977058597964 0.00063638790872485966 0.00079749048641630533 0.00086081433809276852 0.00080042576638503129 0.00066823500780363934 0.00079490583858306382 0.00077710059887416431 0.0010320546129265131 0.00060141282875849343 0.00079642602718708031
leaf_weight=68 53 53 54 69 53 53 53 72 94 77 61 90 53 88 52 70 89 58 53 53 53 57 122 57 64 52 73 64 78 227 60 80 78 93 53 199 167
leaf_count=68 53 53 54 69 53 53 53 72 94 77 61 90 53 88 52 70 89 58 53 53 53 57 122 57 64 52 73 64 78 227 60 80 78 93 53 199 167
internal_value=0 0.000328922 0.000729946 0.000678842 0.000542822 0.00049965 0.000483347 0.00033149 0.000725868 0.000615842 0.000608357 0.000796673 0.000697955 0.000633078 0.00052367 0.000439692 0.000205292 0.000140402 0.000775201 0.000239991 0.00077374 0.000482489 0.000715009 0.000755058 0.000799279 0.000995057 0.000702384 0.000776596 0.000899416 0.000772653 0.000668849 0.000810746 0.000674498 0.000802389 0.000869894 0.00063984 0.00075743
internal_weight=0 436 2507 1420 365 183 312 141 1055 130 171 1087 909 490 210 158 253 200 981 142 419 110 280 891 484 106 407 186 146 420 113 307 350 366 146 272 220
internal_count=2943 436 2507 1420 365 183 312 141 1055 130 171 1087 909 490 210 158 253 200 981 142 419 110 280 891 484 106 407 186 146 420 113 307 350 366 146 272 220
is_linear=0
shrinkage=0.0032998


Tree=6204
num_leaves=21
num_cat=0
split_feature=4 2 2 2 13 39 457 13 13 3 13 13 2 3 13 160 16 3 156 4
split_gain=7.20361 2.15553 1.1543 0.584539 0.51095 0.443386 0.388768 0.383377 0.294735 0.395501 0.277538 0.260026 0.242249 0.224026 0.274092 0.245582 0.219722 0.095885 0.190142 0.155004
threshold=0.31392000000000003 0.13388500000000003 -1.0000000180025095e-35 0.091570000000000012 -0.071104999999999988 0.084720000000000004 0.086645000000000014 -0.15941999999999998 0.041960000000000004 -0.097829999999999986 0.084770000000000026 -0.076534999999999992 0.11693000000000002 -0.13827999999999999 -0.11210999999999999 0.091410000000000005 0.41221000000000008 -0.074679999999999983 0.083840000000000012 -0.0088849999999999988
decision_type=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 7 -1 13 -2 9 -4 -10 -3 -6 16 -15 -16 -5 19 -19 -11
right_child=4 11 3 6 12 -7 -8 -9 10 17 -12 -13 -14 14 15 -17 -18 18 -20 -21
leaf_value=0.00083268661830757638 0.00043981980853835431 0.00033854642462751865 0.0012767058705231761 0.0012226242970792265 0.00066000304694096917 0.00040939165293334281 0.00063058826059286127 9.4847745934441082e-05 0.00069482067471865884 0.00102890320786433 0.00098524033167420705 0.00064673625159623264 0.00040835974794948274 0.00070084495461120242 0.00089975383670114011 0.0010892260579686438 0.00091745556219438725 0.0010300969622660024 0.001254974629368517 0.0009344189484164618
leaf_weight=57 69 52 70 53 84 52 52 72 57 823 102 72 85 66 535 89 53 186 55 259
leaf_count=57 69 52 70 53 84 52 52 72 57 823 102 72 85 66 535 89 53 186 55 259
internal_value=0 0.00094309 0.000964096 0.000979206 0.000411075 0.000631071 0.000909146 0.000263914 0.00101746 0.00103297 0.000881349 0.000517779 0.000533645 0.000927299 0.000905269 0.000926834 0.00107037 0.00102005 0.00108156 0.00100632
internal_weight=0 2633 2509 2400 310 109 848 141 1552 1393 159 124 169 796 690 624 106 1323 241 1082
internal_count=2943 2633 2509 2400 310 109 848 141 1552 1393 159 124 169 796 690 624 106 1323 241 1082
is_linear=0
shrinkage=0.0032998


Tree=6205
num_leaves=27
num_cat=0
split_feature=1 4 150 1 39 2 1 148 1 0 11 2 4 16 50 0 11 47 16 4 2 16 16 42 2 2
split_gain=24.0182 4.26242 2.99861 1.86846 1.60401 1.58285 0.593223 0.520027 0.502972 0.518052 0.498035 1.14399 0.438955 0.36861 0.301613 0.314573 0.283058 0.26284 0.252506 0.544381 0.247587 0.19544 0.350141 0.104262 0.0909302 0.0268881
threshold=0.10123500000000001 0.27420500000000009 0.075065000000000007 0.12895500000000001 0.082765000000000019 0.092155000000000015 0.14684500000000003 -0.078149999999999983 0.089625000000000024 0.10446500000000002 0.084110000000000004 0.10656 -0.074254999999999988 -0.0094449999999999968 0.11705000000000002 -0.070134999999999989 0.074925000000000005 0.09585500000000001 -0.49804499999999996 0.036605000000000006 0.11543500000000002 0.022165000000000004 -0.0048749999999999991 -0.078304999999999986 0.11657500000000001 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
left_child=5 2 4 20 10 7 -5 -1 9 12 11 17 -7 -4 15 16 21 -2 -14 23 -3 22 -9 -20 -21 -23
right_child=1 3 13 6 -6 8 -8 14 -10 -11 -12 -13 18 -15 -16 -17 -18 -19 19 24 -22 25 -24 -25 -26 -27
leaf_value=0.0013867628284323101 0.0016755574492082414 0.0010710366607525278 0.00088554699796559858 0.00055621972253628975 0.0008587757305166052 0.0018116084720207579 0.00011921693210144979 0.0017227501748950057 0.0012616811745881447 0.0012280535618597408 0.0017207080855050154 0.00099657023632488111 0.0017617245622047724 0.00050842376470687425 0.0014729272495496806 0.0015440301532598844 0.0019641178942870459 0.0013951433335816176 0.0017370233547000511 0.0012875658926518381 0.0008071108833519068 0.0015294237766135517 0.0019185879582622521 0.0015668288255122423 0.0014608321031785343 0.0016524518837989796
leaf_weight=55 70 67 62 98 64 76 52 1027 77 52 56 64 52 53 55 99 61 82 52 96 97 54 114 251 58 53
leaf_count=55 70 67 62 98 64 76 52 1027 77 52 56 64 52 53 55 99 61 82 52 96 97 54 114 251 58 53
internal_value=0 0.000966998 0.00117263 0.000671541 0.00133016 0.00164465 0.00040496 0.00170511 0.00151608 0.00154678 0.00144094 0.00136825 0.00157505 0.000712049 0.00171705 0.00172656 0.00174034 0.00152451 0.00153966 0.00151431 0.000915149 0.00172937 0.00174235 0.00159615 0.00135305 0.00159069
internal_weight=0 765 451 314 336 2232 150 1518 714 637 272 216 585 115 1463 1408 1309 152 509 457 164 1248 1141 303 154 107
internal_count=2997 765 451 314 336 2232 150 1518 714 637 272 216 585 115 1463 1408 1309 152 509 457 164 1248 1141 303 154 107
is_linear=0
shrinkage=0.0032998


Tree=6206
num_leaves=23
num_cat=0
split_feature=4 3 40 4 13 15 2 2 3 16 10 2 1429 16 2 51 40 15 16 42 4 42
split_gain=20.7209 3.40479 2.9839 0.839409 0.995032 0.843488 0.75801 0.835796 0.685531 0.604626 0.571037 0.433478 0.42223 0.328968 0.419478 0.295233 0.295205 0.285894 0.229815 0.226895 0.199428 0.180237
threshold=0.31392000000000003 0.28833000000000003 -0.037459999999999993 -0.033649999999999992 -0.083654999999999993 -0.13843999999999998 -0.007134999999999999 0.10682000000000001 0.088880000000000015 -0.54150999999999994 -1.0000000180025095e-35 0.095105000000000009 0.059810000000000009 -0.11158 0.10656 -0.085384999999999989 -1.0000000180025095e-35 -0.43091499999999999 -0.45743999999999996 0.109255 -0.068809999999999996 0.088025000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 12 15 -6 -1 -8 11 -2 -11 -7 13 -4 19 -5 -12 -18 -17 -15 -16 -20
right_child=9 -3 3 4 5 8 7 -9 -10 10 16 -13 -14 14 20 18 17 -19 21 -21 -22 -23
leaf_value=0.00055540951655246224 0.00064293669165431074 0.00051030896358001418 0.0015911438593234641 0.0016024099794099643 0.0014775310687934232 0.0012315124156826879 0.0012232624665242527 0.00072224844731745618 0.0007865559171389262 -9.9069612424919974e-06 0.00019962981653453578 0.0010401390113149321 0.0016275429262380299 0.0013764664290730005 0.0010007834988656555 0.0015426545175043827 0.00059490398658283933 0.0002817245656215121 0.0013396923322458348 0.0012065044107636121 0.0012761898752523902 0.0011258391452827294
leaf_weight=54 71 65 61 54 84 349 87 63 60 52 68 210 65 951 54 52 79 54 245 98 66 55
leaf_count=54 71 65 61 54 84 349 87 63 60 52 68 210 65 951 54 52 79 54 245 98 66 55
internal_value=0 0.0012572 0.0012758 0.00130835 0.00124136 0.00116592 0.000892098 0.00101307 0.00112357 0.000373423 0.00029765 0.00115968 0.00136568 0.00135181 0.00133929 0.00137192 0.000377392 0.000468013 0.00133646 0.00136062 0.00115255 0.0013006
internal_weight=0 2673 2608 2404 1109 703 204 150 619 324 253 559 1295 1230 1169 406 201 133 352 1049 120 300
internal_count=2997 2673 2608 2404 1109 703 204 150 619 324 253 559 1295 1230 1169 406 201 133 352 1049 120 300
is_linear=0
shrinkage=0.0032998


Tree=6207
num_leaves=28
num_cat=0
split_feature=1 1 12 14 2 1 13 151 43 16 1 1 13 42 484 123 132 16 12 43 2 12 402 13 1 16 1
split_gain=18.4857 2.69384 2.85729 1.31665 1.24106 0.832919 0.637017 0.539923 0.379833 0.341757 0.427736 0.338175 0.327717 0.301923 0.334061 0.256102 0.195972 0.254139 0.466138 0.440511 0.266101 0.19834 0.119316 0.0979039 0.128327 0.0822484 0.0777076
threshold=0.10404000000000001 0.13300500000000001 0.087605000000000002 0.056865000000000006 0.092155000000000015 0.092845000000000025 -0.071564999999999976 -0.083939999999999987 -0.066724999999999993 -0.45743999999999996 0.09717000000000002 0.11561500000000001 -0.0015099999999999998 -0.080354999999999982 -0.079734999999999986 0.084000000000000005 -0.014954999999999998 -0.00040499999999999992 0.056995000000000011 -0.008179999999999998 0.088665000000000008 0.088105000000000003 0.11348000000000001 -0.070154999999999981 0.096630000000000008 -0.40885499999999991 0.11198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 4 5 16 25 -6 -8 -9 13 -4 15 -11 -15 -2 21 18 -18 20 -19 -1 -20 -7 -25 -3 -14
right_child=1 6 11 -5 7 23 8 9 -10 10 -12 -13 26 14 -16 -17 17 19 22 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=0.0011478131061940279 0.00018649689061985995 -9.1886536387469279e-05 0.0010724758432586301 0.0014872596508308346 0.00065720728874315876 0.00102302435606866 0.00016890591461993956 0.0012297240610688617 0.00055814828302287939 0.0011170027518060412 0.0012631145739328211 0.00079297346542294453 0.0006415234773175574 0.0011639541842982644 0.00088325791000054489 0.00045002119105771538 0.00087495015975235814 0.0010482839935072774 0.0011442142845927263 0.0015010905153096598 0.0013338315108301082 0.0013980286163360559 0.0013002586631000309 0.00098397605188726717 0.0007471452251936317 9.1970268990796802e-05 0.0004642162577509613
leaf_weight=64 83 54 98 94 54 82 57 66 53 100 53 94 53 53 414 79 71 89 804 61 62 82 61 52 52 52 60
leaf_count=64 83 54 98 94 54 82 57 66 53 100 53 94 53 53 414 79 71 89 804 61 62 82 61 52 52 52 60
internal_value=0 0.000485803 0.000626773 0.00110372 0.00108746 0.00114277 0.000180858 0.000976798 0.00035677 0.0010019 0.000977596 0.00093582 0.000410874 0.000950845 0.00091519 0.000315223 0.00117256 0.00115777 0.00113403 0.00126241 0.00116576 0.00128859 0.00115526 0.000935359 0.000865899 -1.3603e-06 0.00054769
internal_weight=0 683 467 2314 2220 1480 216 740 110 686 620 192 275 567 467 162 1294 1148 936 212 151 146 865 186 104 106 113
internal_count=2997 683 467 2314 2220 1480 216 740 110 686 620 192 275 567 467 162 1294 1148 936 212 151 146 865 186 104 106 113
is_linear=0
shrinkage=0.0032998


Tree=6208
num_leaves=23
num_cat=0
split_feature=4 1 49 14 1 0 14 0 49 4 43 1 50 0 42 4 0 0 43 42 151 0
split_gain=16.6937 5.06901 1.54468 1.17771 0.965182 0.753422 0.715304 0.669115 0.666135 0.564172 0.54283 0.368557 0.350535 0.338873 0.270071 0.363166 0.260647 0.243284 0.230411 0.159994 0.12819 0.0944064
threshold=0.31392000000000003 0.10123500000000001 -0.019034999999999996 0.073890000000000011 0.14646500000000004 0.040570000000000002 -0.46025499999999991 -0.22480499999999998 0.016520000000000003 0.0033150000000000007 -0.028184999999999998 0.11121000000000002 0.11540500000000002 -0.10185499999999999 0.087065000000000017 -0.17568999999999999 -0.096444999999999989 -0.040094999999999992 -0.033049999999999989 0.086435000000000012 -1.0000000180025095e-35 -0.108275
decision_type=2 2 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 6 7 -2 -1 14 12 -7 -3 16 20 15 -4 -9 -15 19 -11 -8 -20
right_child=4 2 8 -5 -6 10 13 9 -10 18 -12 -13 -14 17 -16 -17 -18 -19 21 -21 -22 -23
leaf_value=0.0010385521435050562 0.00093695532803422105 0.00092617391480564917 0.0013370207458867978 0.0017422090921502718 0.00010857987156939681 0.00085176759309319285 0.00053152274592007883 0.0016040525393389952 0.00086640545635708265 0.0013046733096483555 0.0012887946836811289 0.00059064801744721364 0.0012184354568115954 0.00022759160386131663 0.0013637651301137432 0.0009878181750567162 0.0014164589649874582 0.00054261350097334663 0.0014886464806329253 0.0011236509878691341 0.00076172483697782274 0.0013121092444150532
leaf_weight=63 54 59 55 92 53 52 57 89 79 100 79 93 95 56 89 83 1353 52 53 126 52 113
leaf_count=63 54 59 55 92 53 52 57 89 79 100 79 93 95 56 89 83 1353 52 53 126 52 113
internal_value=0 0.00130995 0.000993661 0.00137533 0.000516648 0.00135942 0.000596325 0.00137544 0.00112893 0.00138642 0.00111559 0.000721117 0.00141513 0.000511397 0.00122013 0.00112725 0.00142806 0.000379595 0.00127377 0.00120391 0.000641667 0.00136869
internal_weight=0 2673 458 2215 324 2123 271 1992 306 1929 131 152 1537 217 227 138 1442 108 392 226 109 166
internal_count=2997 2673 458 2215 324 2123 271 1992 306 1929 131 152 1537 217 227 138 1442 108 392 226 109 166
is_linear=0
shrinkage=0.0032998


Tree=6209
num_leaves=28
num_cat=0
split_feature=15 12 13 12 156 12 16 16 16 10 51 13 0 16 13 12 1209 0 13 13 15 160 15 1203 15 155 16
split_gain=8.18823 3.39111 1.61157 1.1673 0.831105 0.805354 0.631433 0.611746 0.543478 0.403429 0.329732 0.325203 0.442695 0.29839 0.231278 0.284713 0.225813 0.26604 0.306586 0.222774 0.254843 0.22267 0.207819 0.186858 0.155843 0.10406 0.0860963
threshold=-0.2987999999999999 0.056995000000000011 -0.00027999999999999998 0.095330000000000012 0.07881500000000001 -0.14392999999999997 -0.085264999999999994 -0.50875499999999996 -0.25397999999999993 -1.0000000180025095e-35 0.13207500000000003 0.060680000000000005 -0.10228499999999999 -0.43708999999999992 -0.14258499999999999 -0.089649999999999994 -0.084964999999999985 -0.11991499999999998 -0.098524999999999988 -0.046389999999999994 0.096540000000000015 -0.093794999999999989 -0.065419999999999992 0.088820000000000024 -0.033234999999999994 0.083290000000000017 0.0060400000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 16 7 -2 13 -4 -5 -7 19 12 -9 -1 -11 -16 -3 -18 -19 20 22 24 -10 -23 -20 26 -21
right_child=1 3 4 8 -6 9 -8 11 10 14 -12 -13 -14 -15 15 -17 17 18 21 25 -22 23 -24 -25 -26 -27 -28
leaf_value=0.00028767591638538829 0.00094970934560374687 0.0013005667345441405 0.00049257937815254925 0.00061896315188741447 0.0011628303050791149 0.00028948873441325836 0.00053324757603294968 0.00082130667638738832 0.00093950051982240974 0.00040128876193313765 0.00069347922773451798 0.00067493056475238908 0.0012159606678031581 -3.1294745509969068e-05 0.0004885295026864912 0.00081517636494561163 0.00090183087943708745 0.001287983209149853 0.00087260640011337803 0.0010442280701903393 0.0010675076487745793 0.0010842840955187503 0.00069399924252548325 0.0012836889478809862 0.0010555258777914286 0.0011637502427227749 0.00090363113214078227
leaf_weight=82 53 52 53 62 103 71 81 75 77 52 52 52 54 52 54 65 92 80 93 164 64 1029 77 56 122 56 74
leaf_count=82 53 52 53 62 103 71 81 75 77 52 52 52 54 52 54 65 92 80 93 164 64 1029 77 56 122 56 74
internal_value=0 0.000971678 0.000758978 0.00103419 0.000915061 0.000580554 0.000303047 0.000805849 0.000913858 0.00049956 0.000946213 0.000897385 0.000986784 0.000163633 0.000586576 0.000667246 0.00108359 0.0010759 0.00108748 0.000971813 0.00089069 0.00107511 0.000816979 0.00109461 0.000976566 0.00103185 0.00100066
internal_weight=0 2782 632 2150 337 295 215 234 626 242 564 181 129 134 171 119 1524 1472 1380 512 218 1300 154 1085 215 294 238
internal_count=2997 2782 632 2150 337 295 215 234 626 242 564 181 129 134 171 119 1524 1472 1380 512 218 1300 154 1085 215 294 238
is_linear=0
shrinkage=0.0032998


Tree=6210
num_leaves=17
num_cat=0
split_feature=4 457 1456 14 43 1447 4 4 133 39 3 43 3 39 4 4
split_gain=0.610157 0.293592 0.222083 0.206946 0.193328 0.521492 0.224542 0.265446 0.223955 0.189679 0.147487 0.264336 0.143017 0.0878008 0.0765464 0.0701363
threshold=0.27258000000000004 0.11129500000000002 0.10326500000000001 0.073890000000000011 -0.080104999999999996 -0.085709999999999995 -0.50139499999999992 -0.10429499999999998 -0.0078599999999999972 0.055555000000000007 -0.010434999999999998 -0.062434999999999997 -0.097574999999999981 0.088375000000000023 0.50944500000000004 0.42405000000000009
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 -8 -1 12 14 -12 -10 -11 -2 -13
right_child=10 -3 -4 -5 5 6 7 -9 9 13 11 15 -14 -15 -16 -17
leaf_value=-0.0023551716523806383 0.0036260657046612368 -0.0010598892013389768 0.00070783095602640074 0.018668280753621796 0.027689669603531374 0.018963968073769426 0.0020649957082756018 0.010957231665536858 0.015263001169860176 -0.0024432837385486759 -0.010710263670068752 -0.0012944030774439247 0.0088351089710308073 0.0068485876298287835 0.011685933698211548 0.0064089021563185208
leaf_weight=53 96 65 66 88 54 91 103 1320 123 52 53 56 505 64 52 82
leaf_count=53 96 65 66 88 54 91 103 1320 123 52 53 56 505 64 52 82
internal_value=0 0.0100822 0.0103704 0.0106296 0.0103298 0.0114175 0.0108359 0.0103149 0.0081876 0.00894104 0.00248133 -0.000600003 0.0100969 0.00266778 0.00647005 0.0032699
internal_weight=0 2584 2519 2453 2365 1568 1514 1423 797 744 339 191 628 116 148 138
internal_count=2923 2584 2519 2453 2365 1568 1514 1423 797 744 339 191 628 116 148 138
is_linear=0
shrinkage=0.16829


Tree=6211
num_leaves=20
num_cat=0
split_feature=2 131 52 12 0 480 0 0 0 40 1456 2 34 13 2 42 0 2 0
split_gain=0.458025 0.267686 0.276149 0.24708 0.224897 0.27553 0.223919 0.19794 0.187096 0.175497 0.163225 0.161307 0.261381 0.148385 0.331541 0.146305 0.132035 0.11348 0.00618666
threshold=0.11018500000000002 0.089115000000000014 -0.23047999999999999 -1.0000000180025095e-35 -0.22984499999999997 -0.040684999999999992 -0.14534499999999997 -0.050249999999999996 -0.066574999999999981 -0.034699999999999988 -0.089134999999999978 0.096685000000000007 -1.0000000180025095e-35 -0.072459999999999983 0.097005000000000022 0.085495000000000015 -0.067134999999999986 0.13226500000000005 -0.14076499999999997
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 8 -5 -6 -7 9 11 -4 -8 12 -1 14 -12 17 -15 18 -11
right_child=1 -3 7 4 5 6 10 -9 -10 15 13 -13 -14 16 -16 -17 -18 -19 -20
leaf_value=0.0027920419521189231 0.010470402896312056 0.013862683731787563 -0.0050600160260460443 0.00015401255724776269 -0.00022623152802472027 0.018485013697128135 0.016485205363126101 -0.006743722225029049 -0.0021971324856937392 0.0052916085716173114 0.0086008785209543085 -0.00031433412876642617 0.017981061980252566 0.0095584120969185882 -0.0036688308494804019 -0.002359604775881625 0.014190780410153741 0.013393163728578556 0.0027008613877665525
leaf_weight=65 88 60 73 74 77 85 94 93 93 55 728 58 64 740 68 65 231 54 58
leaf_count=65 88 60 73 74 77 85 94 93 93 55 728 58 64 740 68 65 231 54 58
internal_value=0 0.00325266 0.00193908 0.00866351 0.00929111 0.00962445 0.0100151 4.82439e-05 0.00395682 0.00212513 0.00962733 0.00702695 0.0103416 0.00926149 0.00755046 0.00439371 0.0106623 0.00703301 0.00397774
internal_weight=0 546 486 2377 2097 2023 1946 398 280 305 1861 187 129 1767 796 232 971 167 113
internal_count=2923 546 486 2377 2097 2023 1946 398 280 305 1861 187 129 1767 796 232 971 167 113
is_linear=0
shrinkage=0.16829


Tree=6212
num_leaves=21
num_cat=0
split_feature=1 151 52 131 16 40 16 1 147 1 15 11 4 12 399 1208 12 403 16 16
split_gain=0.374217 0.28738 0.262558 0.412711 0.650767 0.50204 0.30504 0.296107 0.259762 0.19062 0.179351 0.279652 0.219184 0.16184 0.1372 0.149612 0.132902 0.12839 0.0867958 0.0268752
threshold=0.093435000000000004 0.055120000000000009 -0.23047999999999999 0.091760000000000022 -0.0096749999999999978 -1.0000000180025095e-35 -0.074254999999999988 0.10016000000000001 0.086565000000000017 0.12122500000000001 -0.12431499999999999 0.079225000000000004 -0.50231999999999988 0.095330000000000012 0.091160000000000019 1.0000000180025095e-35 0.092900000000000024 -0.097839999999999996 -0.095564999999999983 -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=1 10 13 4 6 -6 7 -4 9 -9 18 12 -12 -2 15 17 -5 -14 -1 -8
right_child=2 -3 3 16 5 -7 19 8 -10 -11 11 -13 14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.018842618957337909 0.014336274072348118 -0.0035246154335639222 -0.010216573220677955 0.017911449482950644 0.0028631410757322439 -0.016318544180054764 0.014424255043573747 0.0059668474627347047 0.013774045011135536 -0.0030754344807630341 0.017849866923406812 -0.0044691205464866702 0.0029110111516607558 0.0032223225692491263 0.014934171352472377 0.014227119937889053 0.0061769138248407261 0.0074668566420169466 0.010250660151316765 0.008892581909023263
leaf_weight=58 92 63 53 52 64 97 53 124 56 141 61 53 203 63 69 83 59 1345 82 52
leaf_count=58 92 63 53 52 64 97 53 124 56 141 61 53 203 63 69 83 59 1345 82 52
internal_value=0 0.00764289 0.00352111 0.00221649 0.000570562 -0.00868237 0.00368438 0.00142867 0.00335701 0.00114889 0.00800387 0.00755377 0.00791664 0.00983058 0.00755915 0.00724605 0.0116904 0.00687058 0.013823 0.0117019
internal_weight=0 2017 906 751 640 161 479 374 321 265 1954 1814 1761 155 1700 1631 111 1548 140 105
internal_count=2923 2017 906 751 640 161 479 374 321 265 1954 1814 1761 155 1700 1631 111 1548 140 105
is_linear=0
shrinkage=0.16829


Tree=6213
num_leaves=22
num_cat=0
split_feature=2 12 16 2 34 2 13 16 52 2 11 1429 11 12 49 2 132 12 52 13 42
split_gain=12.2332 6.68177 2.4938 1.75076 1.56303 1.26994 1.18234 0.93495 0.817476 0.769508 0.424459 0.511346 0.453051 0.376432 0.355756 0.32888 0.366385 0.328021 0.308606 0.232991 0.0496331
threshold=0.12068000000000001 -1.0000000180025095e-35 -0.24404999999999996 -0.0050599999999999994 -0.079224999999999976 0.096685000000000007 -0.10142999999999998 -0.40885499999999991 0.008405000000000001 0.11018500000000002 1.0000000180025095e-35 0.085435000000000011 0.085990000000000011 0.091895000000000018 0.0060400000000000011 0.094485000000000013 0.080815000000000012 0.087035000000000015 -0.065394999999999995 -0.011334999999999998 0.089110000000000009
decision_type=2 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 -5 -2 -8 17 10 11 15 -12 -11 18 16 -4 -3 -9 -17 -15
right_child=6 2 9 5 -6 -7 7 14 -10 13 12 -13 -14 20 -16 19 -18 -19 -20 -21 -22
leaf_value=0.00081626715263035028 0.00023774836634748992 0.00060475207774175353 0.0014031199981420913 0.0013138899756146823 8.7159195936624127e-05 0.00075509851110373567 0.00033713111210362126 0.00052322202572910737 0.0012306554679932372 0.00089596189517232561 0.0017567399851400342 0.001124104392013584 0.0013626534885529651 0.0011650854880693078 0.0010232407988978183 0.0011539707933136622 0.0011936743144525298 0.00094757580833764756 0.00088193185706435966 0.0013642136095887291 0.0013205031086418624
leaf_weight=77 87 52 1365 83 55 96 60 53 83 52 63 99 67 52 60 124 100 76 53 114 52
leaf_count=77 87 52 1365 83 55 96 60 53 83 52 63 99 67 52 60 124 100 76 53 114 52
internal_value=0 0.00125582 0.00131725 0.00080159 0.000512739 0.0010144 0.000565241 0.000691156 0.000974776 0.00135185 0.00136993 0.00135664 0.0015539 0.00112764 0.000818904 0.00137014 0.00138885 0.000808579 0.000702909 0.00125482 0.00124313
internal_weight=0 2610 2299 311 132 179 313 226 211 2088 1932 1802 130 156 166 1703 1465 128 106 238 104
internal_count=2923 2610 2299 311 132 179 313 226 211 2088 1932 1802 130 156 166 1703 1465 128 106 238 104
is_linear=0
shrinkage=0.0032998


Tree=6214
num_leaves=27
num_cat=0
split_feature=1 1 12 151 1 0 12 4 16 3 160 0 39 42 157 159 13 12 4 13 3 0 160 160 43 42
split_gain=20.2819 3.11043 2.39677 1.50438 0.791593 1.24193 0.88683 0.832906 0.528587 0.558835 0.494813 0.494476 0.488204 0.485143 0.344104 0.337893 0.325792 0.319801 0.309801 0.28481 0.276689 0.263722 0.218176 0.265631 0.213285 0.213162
threshold=0.10529500000000001 0.12646500000000002 0.089585000000000012 0.053170000000000002 0.093435000000000004 -0.14043999999999998 -1.0000000180025095e-35 0.0060300000000000015 -0.4193599999999999 0.25089000000000006 0.07827000000000002 -0.083514999999999992 0.095830000000000012 0.097140000000000018 -0.0062799999999999991 0.083310000000000009 -0.062109999999999992 0.083815000000000014 0.046185000000000004 -0.084419999999999981 -0.074959999999999985 0.040570000000000002 0.081025000000000014 -0.080384999999999984 0.069620000000000015 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 5 10 -6 11 -3 12 -1 14 -10 22 19 16 -2 -16 -4 -7 25 24 23 -9 -13 -8
right_child=1 8 18 -5 6 7 20 13 9 -11 -12 21 -14 -15 17 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0018656289793652187 0.00060190775054781362 0.00025126651336370017 0.0014256456722784633 0.00095682354528120754 0.00087505284268742556 0.0014810449183338343 0.0013672227881568874 0.0014550632892688412 0.00090650778576121095 0.00028182546705668508 0.0014661234540021904 0.0014308880461980167 0.00047452161446727214 0.00098555088000332387 0.0017449359524475605 0.00050145143105758685 0.0009070320968691414 0.0015166162223284746 0.0011099749207608165 0.0011774708120439034 0.0014781372423078539 0.0012283020531529826 0.001497711516015784 0.0011713881948679566 0.0012256455144519279 0.0010743414318595864
leaf_weight=99 62 92 69 81 56 94 61 54 58 53 53 658 57 60 81 60 103 461 70 55 95 99 59 118 63 52
leaf_count=99 62 92 69 81 56 94 61 54 58 53 53 658 57 60 81 60 103 461 70 55 95 99 59 118 63 52
internal_value=0 0.000728939 0.00092593 0.00139987 0.00141604 0.00143907 0.00124545 0.0014148 0.000453016 0.000563288 0.00172656 0.00144608 0.000692699 0.00125224 0.0015117 0.000715112 0.000792593 0.0015508 0.00126693 0.00136922 0.001345 0.00139075 0.00132135 0.00126065 0.001413 0.00123276
internal_weight=0 624 364 2299 2218 1954 264 1802 260 168 152 1511 115 291 691 225 165 542 139 149 208 820 231 172 721 113
internal_count=2923 624 364 2299 2218 1954 264 1802 260 168 152 1511 115 291 691 225 165 542 139 149 208 820 231 172 721 113
is_linear=0
shrinkage=0.0032998


Tree=6215
num_leaves=17
num_cat=0
split_feature=4 123 11 0 0 156 1 156 156 4 15 15 0 52 474 52
split_gain=0.387051 0.372579 0.260367 0.368817 0.302708 0.234138 0.299895 0.37786 0.359465 0.339035 0.312537 0.293849 0.220752 0.185101 0.173705 0.0526296
threshold=0.51734000000000002 0.11029000000000001 1.0000000180025095e-35 -0.079794999999999991 -0.15445999999999996 0.10779500000000002 0.09772500000000002 0.088735000000000022 0.09228500000000002 -0.03463999999999999 0.039965000000000007 -0.015539999999999998 -0.15445999999999996 0.0062600000000000008 0.091180000000000011 -0.54752499999999993
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 7 12 -9 10 -8 13 -1 -11 -14 -5
right_child=-2 -3 3 15 -6 -7 9 8 -10 11 -12 -13 14 -15 -16 -17
leaf_value=0.019604772333592053 -0.0021131507177015278 -0.0056225977654842055 0.011988264491230981 0.010837659600709261 0.028968290696791209 0.016207364726439768 0.0032039782065638252 -0.010448266236486052 0.0076621018743351062 0.0016971399341682207 0.02144816754518742 -0.0093769556677144334 0.0094343250612598916 0.011351925010987328 0.00054447167241083484 0.0034787567327422063
leaf_weight=59 101 52 59 56 61 101 52 54 73 260 55 56 1744 72 65 56
leaf_count=59 101 52 59 56 61 101 52 54 73 260 55 56 1744 72 65 56
internal_value=0 0.00847208 0.00873234 0.0141443 0.0206348 0.00824706 0.00792345 0.00884424 -2.42234e-05 0.00420876 0.0125986 0.00189043 0.00944814 0.00379636 0.00911589 0.00717425
internal_weight=0 2875 2823 232 120 2591 2490 1995 127 495 107 388 1868 332 1809 112
internal_count=2976 2875 2823 232 120 2591 2490 1995 127 495 107 388 1868 332 1809 112
is_linear=0
shrinkage=0.16829


Tree=6216
num_leaves=34
num_cat=0
split_feature=1 52 12 1 4 1 12 12 11 1 12 12 39 1 16 16 159 42 1 4 42 48 49 42 12 1 4 12 4 4 4 50 12
split_gain=36.5852 8.9314 3.9638 5.15716 1.68635 1.17712 1.59142 1.31679 1.4499 0.827279 0.753709 0.71016 0.671663 0.647698 0.577414 0.513065 0.489789 0.437411 0.430595 0.367898 0.303115 0.285134 0.231322 0.589758 0.309443 0.224854 0.204822 0.174304 0.153995 0.153111 0.0878555 0.0678649 0.061695
threshold=0.10075500000000003 -0.41694999999999993 0.085845000000000019 0.12500000000000003 0.0054350000000000015 0.089625000000000024 0.088825000000000015 0.093125000000000013 1.0000000180025095e-35 0.083670000000000008 -1.0000000180025095e-35 0.097060000000000021 1.0000000180025095e-35 0.11378500000000001 -0.073554999999999995 0.0097750000000000007 0.051140000000000012 -0.076679999999999984 0.12700000000000003 0.057200000000000008 0.087970000000000007 0.084455000000000016 0.088805000000000009 0.086135000000000003 0.088725000000000012 0.11417500000000001 -0.00076499999999999995 0.097910000000000011 -0.064609999999999987 -0.045759999999999988 -0.077999999999999986 0.091320000000000012 0.085785000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 10 13 5 7 -7 8 15 11 12 22 -3 -4 30 26 32 -16 21 -12 -19 -14 23 -6 -24 -21 29 -22 31 -1 -9 -8 -17
right_child=1 2 3 -5 9 6 28 14 -10 -11 19 -13 18 -15 17 16 -18 20 -20 25 27 -23 24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.0018079598747317016 0.0017349383877077939 0.00010616135921853856 0.0016691948097104126 0.00026436322298964448 0.0019941559379990721 0.0011649930536474355 0.0018362939577437998 0.0018277924644310006 0.0022543498096300497 0.0011437140298509747 0.00049239158769045946 0.001295887318379629 0.00078805461754198657 0.0011970326827415716 0.0017201018605839166 0.0016171620399802688 0.001337393747187772 0.0011790819050254064 0.00033266246413187975 0.0009581432368926206 0.0016067198601552471 0.00046670446982567394 0.001361749149389648 0.0014994920401588771 0.0017096468950220289 0.00065829734407126092 0.0019510492174514291 0.0013342370198825854 0.0015389582589291726 0.0017086478006743523 0.0016427214760858547 0.0016744269441964358 0.0017698962015240233
leaf_weight=569 100 63 69 58 54 99 58 63 69 74 71 97 60 60 52 57 55 60 101 52 56 62 59 53 56 60 85 52 62 267 63 76 84
leaf_count=569 100 63 69 58 54 99 58 63 69 74 71 97 60 60 52 57 55 60 101 52 56 62 59 53 56 60 85 52 62 267 63 76 84
internal_value=0 0.000816088 0.000675966 0.00108235 0.00165666 0.00169896 0.00150718 0.00173587 0.00178832 0.00145993 0.000513856 0.00153318 0.000407733 0.00144986 0.00155597 0.0017595 0.00160447 0.00145297 0.000492773 0.000679517 0.00137007 0.000625034 0.0016367 0.00174946 0.00153147 0.000797826 0.00179245 0.00147585 0.00167983 0.00177628 0.00173554 0.00174475 0.0017084
internal_weight=0 756 656 187 2220 1827 295 1532 1186 393 469 319 286 129 346 1117 196 220 223 183 168 122 222 107 115 112 921 108 196 836 126 134 141
internal_count=2976 756 656 187 2220 1827 295 1532 1186 393 469 319 286 129 346 1117 196 220 223 183 168 122 222 107 115 112 921 108 196 836 126 134 141
is_linear=0
shrinkage=0.0032998


Tree=6217
num_leaves=20
num_cat=0
split_feature=2 14 14 49 4 49 0 4 2 2 474 1 2 2 2 133 4 4 4
split_gain=0.422973 0.36496 0.353488 0.333774 0.575316 0.368684 0.313025 0.280237 0.240313 0.167951 0.275358 0.256171 0.248229 0.22549 0.208139 0.202658 0.1789 0.175231 0.155647
threshold=0.11891500000000001 -0.13131999999999996 0.073890000000000011 0.13906000000000002 -0.03463999999999999 -0.022974999999999999 -0.105195 0.50291500000000011 -0.10238999999999998 0.084725000000000009 0.084880000000000011 0.088340000000000016 0.085465000000000013 0.083935000000000023 0.10912000000000001 -0.010024999999999997 -0.17568999999999999 -0.08231999999999999 0.0060300000000000015
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 -8 -3 10 13 12 -11 17 16 -15 -13 -10 -14
right_child=3 2 -4 -5 5 6 7 -9 9 11 -12 14 18 15 -16 -17 -18 -19 -20
leaf_value=0.021686139433517149 0.019790743078993304 -0.0017464420718414865 0.01825452916544219 -0.0096841061398927897 -0.0092949418708322754 0.01577830297218798 0.008658996121717338 -0.0062559442769236154 0.0043321507243887208 -0.00027532518222087157 -0.00057109017022013964 0.005621313549793009 0.0096680109825226079 0.011439692041528719 0.008336218692409466 0.025662545428164069 -0.0061705361347220156 0.011162284694253748 0.0047621601882336557
leaf_weight=59 58 71 97 54 69 55 68 75 135 93 63 59 966 64 96 52 95 519 228
leaf_count=59 58 71 97 54 69 55 68 75 135 93 63 59 966 64 96 52 95 519 228
internal_value=0 0.00858261 0.00827729 0.00255725 0.00459672 0.00128942 0.00498698 0.000823911 0.00788008 0.00816923 0.0100988 0.00712231 0.00808039 0.0109741 0.00218293 0.0178309 -0.00164121 0.00975514 0.00873272
internal_weight=0 2597 2538 379 325 267 198 143 2441 2370 833 1537 1287 770 250 116 154 654 1194
internal_count=2976 2597 2538 379 325 267 198 143 2441 2370 833 1537 1287 770 250 116 154 654 1194
is_linear=0
shrinkage=0.16829


Tree=6218
num_leaves=21
num_cat=0
split_feature=4 3 39 3 2 151 14 3 1429 3 160 52 15 12 52 52 52 16 15 12
split_gain=10.2292 4.20622 2.53983 1.01278 0.894255 0.858369 0.510466 0.48512 0.414171 0.406461 0.40065 0.353407 0.342308 0.480789 0.309215 0.329152 0.280178 0.415554 0.205952 0.201947
threshold=0.31392000000000003 0.28833000000000003 0.084475000000000008 -0.082634999999999986 0.097005000000000022 -0.051109999999999996 0.077140000000000014 0.17351000000000003 0.085715000000000013 0.076825000000000018 1.0000000180025095e-35 -0.059794999999999994 -0.012569999999999998 0.082165000000000016 -0.031059999999999997 -0.085009999999999988 -0.53385999999999989 -0.052894999999999991 -0.040769999999999994 -0.081654999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 6 -6 8 9 12 19 16 -12 18 -14 15 -4 -7 -18 -1 -5
right_child=3 -3 14 7 5 10 -8 -9 -10 -11 11 -13 13 -15 -16 -17 17 -19 -20 -21
leaf_value=0.0010482007148474592 0.0006942081233346219 0.00014323430588099518 0.00070328377540535372 0.00037091281280005468 0.00053095157001974526 0.0010983615911126995 0.0013587268665622889 2.8805646125515029e-05 0.0008332294636525365 0.00058975820199985208 0.0013273914292130796 0.00095181849950550152 0.0013706929422257052 0.0011013223088748114 0.00084978528682498004 0.00036694342450156449 0.0010145808987165525 0.00077662969970354969 0.00087606852080350148 9.6636624871366552e-05
leaf_weight=488 84 61 81 68 52 86 73 65 75 58 60 52 79 1004 65 53 148 179 93 52
leaf_count=488 84 61 81 68 52 86 73 65 75 58 60 52 79 1004 65 53 148 179 93 52
internal_value=0 0.00100037 0.00102056 0.00038159 0.00105042 0.000936841 0.00108657 0.000273379 0.00107512 0.000362492 0.000976977 0.00115333 0.00108601 0.001121 0.000661912 0.000570517 0.000929066 0.000884434 0.00102071 0.000252353
internal_weight=0 2649 2588 327 2389 577 1812 243 1739 178 525 112 1664 1083 199 134 413 327 581 120
internal_count=2976 2649 2588 327 2389 577 1812 243 1739 178 525 112 1664 1083 199 134 413 327 581 120
is_linear=0
shrinkage=0.0032998


Tree=6219
num_leaves=24
num_cat=0
split_feature=1 1 3 10 3 52 3 3 123 3 42 43 43 1209 1 3 11 3 3 43 52 42 3
split_gain=13.7311 3.3954 1.68246 0.882369 0.803471 0.567526 0.586016 0.534375 0.507546 0.470689 0.299679 0.506406 0.403998 0.276143 0.282883 0.409958 0.336252 0.242676 0.499908 0.173693 0.157556 0.0913317 0.0911686
threshold=0.10075500000000003 0.12448500000000001 -0.049204999999999992 -0.088499999999999981 0.10402500000000002 -0.090304999999999983 -0.082504999999999981 -0.010434999999999998 1.0000000180025095e-35 0.12955000000000003 0.096385000000000012 0.037915000000000011 0.080350000000000019 0.086895000000000014 0.089625000000000024 -0.088734999999999994 1.0000000180025095e-35 1.0000000180025095e-35 0.11745500000000002 -0.065749999999999989 1.0000000180025095e-35 -0.050194999999999997 -0.078644999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -3 8 -2 -7 -5 10 -9 12 19 13 14 16 -16 -1 -4 -19 -12 -13 -14 -21
right_child=1 3 17 7 -6 6 -8 9 -10 -11 11 20 21 -15 15 -17 -18 18 -20 22 -22 -23 -24
leaf_value=0.0012990868219179398 0.0012855194142514178 7.1280265050397912e-05 0.00056859372304970458 0.00075455868123596402 0.00082757547912939826 0.00076145098628879434 0.0011935030865165089 0.00018887363943609196 0.00095803520228897234 0.00056061680465771503 0.0011757255951714003 0.0014573802686142999 0.0011896046826038371 0.0011063220136742096 0.00092216062256845804 0.0012638849541208254 0.0015437519420662845 0.0010173707185056322 0.00060033852199986419 0.0010602754354075053 0.0012031270066660332 0.0010278602279884851 0.00087177582482610302
leaf_weight=1257 95 58 102 76 53 78 62 61 68 96 79 57 82 94 52 155 66 57 71 64 55 82 56
leaf_count=1257 95 58 102 76 53 78 62 61 68 96 79 57 82 94 52 155 66 57 71 64 55 82 56
internal_value=0 0.000715957 0.000890971 0.000436175 0.00123099 0.0010876 0.00095304 0.000526856 0.00124084 0.000416406 0.00124998 0.00115416 0.00126663 0.00128253 0.00129333 0.00117821 0.00131132 0.000689918 0.000786323 0.00105342 0.00133284 0.00110895 0.000972603
internal_weight=0 756 465 291 2220 235 140 233 2167 157 2099 311 1788 1624 1530 207 1323 230 128 199 112 164 120
internal_count=2976 756 465 291 2220 235 140 233 2167 157 2099 311 1788 1624 1530 207 1323 230 128 199 112 164 120
is_linear=0
shrinkage=0.0032998


Tree=6220
num_leaves=28
num_cat=0
split_feature=4 2 12 2 2 2 12 12 4 2 2 13 0 12 16 0 481 0 13 42 12 4 0 16 157 16 43
split_gain=11.777 4.66146 1.61252 1.20906 1.5736 1.14031 0.90623 0.597732 0.554901 0.39826 0.39599 0.766421 0.344147 0.633698 0.301527 0.283439 0.260658 0.196637 0.189718 0.164621 0.164493 0.209746 0.159317 0.118062 0.112161 0.0902396 0.0578383
threshold=0.31392000000000003 0.13388500000000003 0.056995000000000011 -0.007134999999999999 0.10859000000000001 0.14019000000000004 0.090455000000000021 -1.0000000180025095e-35 -0.081139999999999976 0.15305000000000002 0.088495000000000004 -0.098524999999999988 -0.14920999999999998 -0.075604999999999992 -0.0043399999999999992 -0.10934999999999999 -0.014869999999999998 -0.105195 0.080625000000000016 -0.081274999999999986 0.088435000000000014 -0.0088849999999999988 -0.10071499999999999 0.23599500000000004 -1.0000000180025095e-35 -0.075274999999999995 -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
left_child=1 2 3 -1 8 7 10 -2 -5 -3 11 -4 -10 -14 22 -8 -17 -9 19 -18 21 -13 -12 -20 -16 -22 -24
right_child=5 9 6 4 -6 -7 15 17 12 -11 14 20 13 -15 24 16 18 -19 23 -21 25 -23 26 -25 -26 -27 -28
leaf_value=0.0007511625964300322 0.00049873794324063736 0.00079955256786451835 0.0018005768427880155 0.0015049122749756505 0.00080178420442594486 0.00024231685980925292 0.0014787268966579311 0.00094546119034293107 0.0013566853649754906 0.00042956999199504072 0.0010330289180010515 0.0014053387387961613 0.0012978785398910936 0.00081232889581273255 0.0015299943979518228 0.0010055807873940832 0.0013397392803661968 0.00068699807981540968 0.0012812854932475707 0.0011989185042109243 0.0014275297052704617 0.0012580879830746627 0.0011884580320924306 0.0014770585288301904 0.0013045748577538512 0.0016147620126655139 0.0013450987690408274
leaf_weight=86 100 73 55 97 91 83 55 78 90 57 52 484 67 53 52 54 113 57 101 586 75 142 67 56 52 53 52
leaf_count=86 100 73 55 97 91 83 55 78 90 57 52 484 67 53 52 54 113 57 101 586 75 142 67 56 52 53 52
internal_value=0 0.00124755 0.00127884 0.00110708 0.0011839 0.000575461 0.00131939 0.000692975 0.00129705 0.0006376 0.00138516 0.00142231 0.00120087 0.00108372 0.00127574 0.00124548 0.00123135 0.000836593 0.00124555 0.00122173 0.00139468 0.00137199 0.00118924 0.00135134 0.00141762 0.00150533 0.0012572
internal_weight=0 2663 2533 484 398 318 2049 235 307 130 1084 809 210 120 275 965 910 135 856 699 754 626 171 157 104 128 119
internal_count=2981 2663 2533 484 398 318 2049 235 307 130 1084 809 210 120 275 965 910 135 856 699 754 626 171 157 104 128 119
is_linear=0
shrinkage=0.0032998


Tree=6221
num_leaves=31
num_cat=0
split_feature=1 3 1 2 3 1 2 3 0 3 2 47 0 16 3 13 0 3 2 13 50 13 13 130 42 0 16 42 0 13
split_gain=39.3839 7.26978 3.958 2.97495 2.3822 2.33703 1.48879 1.2172 1.09221 0.653694 0.649731 0.635212 0.571184 0.528437 0.857445 0.522796 0.424235 0.36984 0.350356 0.278922 0.27686 0.247488 0.229551 0.189345 0.170842 0.170684 0.224631 0.110042 0.0933887 0.0780763
threshold=0.10921500000000002 -0.060719999999999989 0.092395000000000019 0.092320000000000013 -0.051469999999999995 0.13654500000000003 0.11043500000000002 -0.0031199999999999995 0.048825000000000007 -0.039864999999999991 0.16730000000000003 0.10070000000000003 -0.055729999999999995 0.24100000000000002 -0.087104999999999988 -0.11760499999999999 -0.075914999999999996 0.085880000000000012 0.088005000000000014 -0.064249999999999988 0.10672000000000002 -0.026489999999999996 0.041960000000000004 0.087125000000000022 -0.079964999999999981 -0.086894999999999986 0.0063750000000000013 -0.032499999999999994 -0.083844999999999989 -0.070154999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 15 13 11 12 -6 9 19 -7 17 -2 14 -4 -1 18 -3 20 25 23 28 24 -17 -21 -5 -27 -23 -20 -16
right_child=1 5 4 8 7 10 -8 -9 -10 -11 -12 -13 -14 -15 29 16 -18 -19 21 22 -22 27 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0017860729509276765 0.001416690891400703 7.9597237367264777e-05 0.00080732537082564353 0.001230269060737321 0.00045574117961964518 -5.2049927780560416e-05 0.00051681805761456356 0.00100227364410977 0.00081001973560219757 0.0010048304395478304 -0.00049824749742574919 0.00062500699394940336 0.00092436799464628455 0.0015330929980894037 0.0013704870283936515 0.0015239754222379019 0.0012571750252044509 0.00039252469725956362 0.001402070539153426 0.0013118064176821003 0.0012942391427485189 0.0013633181208298553 0.0013635746053391763 0.0017247085670672475 0.0010794944377734801 0.0015768432215875422 0.0013387946853634341 0.0011633917338900307 0.0015576990405376976 0.0012019573074528119
leaf_weight=61 52 95 52 60 81 101 60 99 66 94 55 55 52 58 86 754 96 73 103 53 56 80 92 58 112 77 108 54 84 54
leaf_count=61 52 95 52 60 81 101 60 99 66 94 55 55 52 58 86 754 96 73 103 53 56 80 92 58 112 77 108 54 84 54
internal_value=0 0.000351346 0.00133412 0.0013957 0.00104647 0.000100081 0.000931796 0.00075653 0.00121429 0.001259 -0.000209589 0.000316869 0.00117087 0.00125509 0.00117093 0.00148489 0.00147056 0.000215781 0.00148776 0.00130653 0.00152265 0.00139332 0.00122937 0.00153836 0.00115433 0.00138732 0.00143806 0.00128301 0.00147217 0.00130573
internal_weight=0 543 2438 2008 430 379 164 180 662 596 156 223 104 250 192 1346 1285 168 1189 502 868 321 257 812 165 245 185 134 187 140
internal_count=2981 543 2438 2008 430 379 164 180 662 596 156 223 104 250 192 1346 1285 168 1189 502 868 321 257 812 165 245 185 134 187 140
is_linear=0
shrinkage=0.0032998


Tree=6222
num_leaves=13
num_cat=0
split_feature=1 9 10 2 12 12 41 11 0 4 0 2
split_gain=0.965771 0.39772 0.381496 0.373806 0.31695 0.167899 0.175433 0.449248 0.169132 0.182411 0.121461 0.0973022
threshold=0.12466500000000001 0.037245000000000007 -0.063134999999999983 -1.0000000180025095e-35 -0.042789999999999988 -0.097314999999999985 0.083975000000000008 0.079700000000000007 -0.23395499999999997 -0.0088849999999999988 -0.06612999999999998 0.13388500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 10 -5 7 8 -7 -10 -4 -6
right_child=2 -3 4 5 11 6 -8 -9 9 -11 -12 -13
leaf_value=-0.0035995636087405142 -0.012100081233068693 0.021404760773082444 -0.0082379095624876171 0.019335196527550922 0.014572332235543673 0.017810807864329564 0.0016265322487009268 0.021395657090802239 0.010334072176171804 0.0071193299570611497 0.002732180750558645 0.0044943472587548067
leaf_weight=59 61 84 63 53 53 68 74 94 1508 755 52 57
leaf_count=59 61 84 63 53 53 68 74 94 1508 755 52 57
internal_value=0 0.00998922 -0.000289914 0.00962127 0.00290397 0.00992763 0.00972739 0.00997385 0.00951249 0.00926234 -0.0032619 0.00936644
internal_weight=0 2695 286 2611 225 2552 2499 2425 2331 2263 115 110
internal_count=2981 2695 286 2611 225 2552 2499 2425 2331 2263 115 110
is_linear=0
shrinkage=0.16829


Tree=6223
num_leaves=21
num_cat=0
split_feature=1 448 10 10 12 1 12 1446 47 403 1213 1446 133 51 51 133 133 1 40 4
split_gain=0.668096 0.321862 0.351041 0.248019 0.221438 0.215883 0.212005 0.360169 0.198728 0.195574 0.19948 0.316084 0.22644 0.188734 0.138163 0.122723 0.184103 0.0752212 0.061353 0.0501884
threshold=0.12448500000000001 -0.053149999999999996 -0.020369999999999996 -0.063134999999999983 -0.042789999999999988 0.10921500000000002 0.090455000000000021 1.0000000180025095e-35 0.087850000000000025 0.0055000000000000005 0.084835000000000008 0.095900000000000013 -0.010904999999999998 -0.24397999999999997 -0.07742499999999998 -0.14785999999999996 -0.088724999999999984 0.11706000000000001 -0.051069999999999997 0.11023000000000001
decision_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 18 6 9 13 17 10 11 -4 -12 -8 -15 -11 -17 -7 -5 -6
right_child=3 2 5 4 19 8 7 -9 -10 15 12 -13 -14 14 -16 16 -18 -19 -20 -21
leaf_value=-0.0011376105447635327 -0.0096343217652183066 0.022379933797565421 0.0094093518462286529 0.0015107181329606506 0.011128553448506561 -0.0034233730904192402 0.015944962041971305 -0.0064747735696717174 0.010007663286333922 0.020854557859720915 0.0094775869994115913 0.0222964970341443 -0.0055152576678153395 -0.0011101739750383902 0.0075447343317880111 0.0053583123808336576 0.018892869672976747 0.004629983576343576 -0.0062494081655773935 0.0038874712456041958
leaf_weight=98 62 52 1071 52 59 89 72 54 81 70 63 57 52 56 710 60 55 52 64 52
leaf_count=98 62 52 1071 52 59 89 72 54 81 70 63 57 52 56 710 60 55 52 64 52
internal_value=0 0.00831351 0.00867127 -0.000195178 0.002375 0.00839013 0.00887035 0.00682869 0.00336351 0.0101444 0.00938086 0.0100622 0.00268259 0.0076881 0.00690965 0.015265 0.011847 -0.000440599 -0.00275524 0.00775252
internal_weight=0 2692 2594 289 227 2542 2320 892 222 1428 1243 1128 115 838 766 185 115 141 116 111
internal_count=2981 2692 2594 289 227 2542 2320 892 222 1428 1243 1128 115 838 766 185 115 141 116 111
is_linear=0
shrinkage=0.16829


Tree=6224
num_leaves=11
num_cat=0
split_feature=3 13 9 147 457 457 9 3 3 151
split_gain=0.654016 0.320134 0.231293 0.195962 0.418871 0.317137 0.441874 0.310419 0.347288 0.142218
threshold=0.31351000000000001 -0.49410499999999996 -1.0000000180025095e-35 1.0000000180025095e-35 0.085130000000000025 0.056920000000000005 0.037245000000000007 -0.17010999999999998 -0.15105999999999997 -0.083274999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 -4 -9 -5
right_child=1 -3 3 9 -6 -7 -8 8 -10 -11
leaf_value=-0.0019192038919016864 0.0021811463923761504 -0.01613224354258638 0.016553103962977836 0.0076309357234711208 0.017967997000575994 -0.005717654652976625 0.020005626398824278 -0.004839783560241567 0.0067893913086283795 -0.0025326254459513745
leaf_weight=85 56 52 89 63 101 55 74 75 2229 102
leaf_count=85 56 52 89 63 101 55 74 75 2229 102
internal_value=0 -0.00661978 0.00671208 0.00697587 0.00732989 0.00690315 0.00718525 0.00678805 0.00641006 0.00133712
internal_weight=0 108 2873 2788 2623 2522 2467 2393 2304 165
internal_count=2981 108 2873 2788 2623 2522 2467 2393 2304 165
is_linear=0
shrinkage=0.16829


Tree=6225
num_leaves=24
num_cat=0
split_feature=4 39 12 4 47 133 15 4 12 41 4 39 51 128 12 1456 128 133 15 51 4 4 15
split_gain=17.0123 4.02396 1.5119 1.91444 1.41824 1.38866 0.988038 1.35146 0.948818 0.589847 0.694509 0.557458 0.488866 0.374287 0.304301 0.278427 0.20396 0.185905 0.178805 0.178183 0.170204 0.0881249 0.0405323
threshold=0.27998000000000006 0.08456000000000001 0.056995000000000011 -0.032169999999999997 0.077735000000000012 0.08653000000000001 -0.43587999999999999 0.44128500000000004 -0.078454999999999983 0.075585000000000013 0.043640000000000005 0.10795 0.088940000000000005 1.0000000180025095e-35 0.096475000000000019 0.078920000000000018 0.10066500000000002 0.087950000000000014 -0.065419999999999992 0.13946500000000003 -0.17568999999999999 0.18095500000000003 -0.11124499999999998
decision_type=2 2 2 2 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 12 11 8 22 -2 10 13 -3 -5 15 21 19 -15 -17 -16 -4 -1 -12 -8
right_child=6 5 9 4 -6 -7 7 -9 -10 -11 14 -13 -14 16 18 17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0014496177124295416 0.00036127771442816508 0.0011761268208620936 0.0012837006752682931 0.00083157215692996288 0.001326665590166315 0.00041176378205789495 0.00036901016227463152 -0.00019022275966486119 0.00089487283039218709 0.0015559695240350661 0.0011563263392248278 0.00072873673849526072 0.00044083865756028079 0.001611798860274162 0.001133118140112243 0.0015318388955615147 0.00135638247434348 0.0012883776827918372 0.00086672434170507323 0.0010843081768506654 0.0012153095629633998 0.0013248165857302019 0.0004952314000975141
leaf_weight=83 76 71 1397 101 52 74 52 53 70 90 98 54 54 63 54 85 82 62 60 53 62 59 69
leaf_count=83 76 71 1397 101 52 74 52 53 70 90 98 54 54 63 54 85 82 62 60 53 62 59 69
internal_value=0 0.0012226 0.0012592 0.00105849 0.000854353 0.000770843 0.00041702 0.000248722 0.000617352 0.00129278 0.001281 0.000983136 0.000695673 0.0013053 0.00112466 0.00129054 0.0014676 0.00142939 0.00099322 0.00127644 0.00134967 0.00121987 0.000441279
internal_weight=0 2654 2455 352 207 199 320 174 146 2103 2013 125 155 1742 271 1597 145 147 114 1450 145 157 121
internal_count=2974 2654 2455 352 207 199 320 174 146 2103 2013 125 155 1742 271 1597 145 147 114 1450 145 157 121
is_linear=0
shrinkage=0.0032998


Tree=6226
num_leaves=30
num_cat=0
split_feature=1 1 3 3 15 1 1 1 15 3 3 15 484 3 15 11 3 3 1446 42 157 159 159 401 16 42 16 15 3
split_gain=21.2895 3.90828 2.23951 1.46521 1.03889 1.02183 0.921006 0.702997 0.682418 0.668748 0.535702 0.501157 0.423516 0.514464 1.18376 1.25678 0.356864 0.331843 0.236538 0.257354 0.1706 0.150844 0.138559 0.183799 0.135811 0.12986 0.120788 0.108449 0.0511327
threshold=0.10398500000000001 0.13662500000000002 -0.022704999999999996 -0.064349999999999991 -0.12272499999999999 0.088470000000000007 0.14860500000000001 1.0000000180025095e-35 -0.0039399999999999991 0.040040000000000006 0.28833000000000003 -0.081149999999999986 -0.0042999999999999991 -0.11749 0.062230000000000008 0.080705000000000013 -0.086064999999999989 -0.088484999999999994 0.037915000000000011 0.089975000000000013 -0.063024999999999984 -1.0000000180025095e-35 0.085345000000000018 0.077490000000000017 -0.012119999999999997 0.094350000000000003 0.014185000000000001 -0.09416999999999999 -0.07792499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 12 -2 7 -3 11 27 -4 -11 -5 16 14 15 -14 -1 -6 19 22 -18 -21 23 -15 -22 -23 -13 -7 -19
right_child=1 6 9 5 17 8 -8 -9 -10 10 -12 26 13 18 -16 -17 20 28 -20 21 24 25 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0016460235330269168 0.00066156611429513091 0.00043167970393727904 0.00038230807794234695 0.0013988689216455814 0.00097883815816197949 0.00091515812952866157 -6.1536376770457039e-05 0.0015362431297011184 0.001264272433810737 0.00089963535325596981 0.000482120625751374 0.0011459881803561464 0.00066523064946022849 0.001356847929244107 0.0015624736285757737 0.0013427232291826621 0.00155679268239161 0.0013472420465101367 0.0015639874622129059 0.001452251815184025 0.0014593289465707564 0.0011539472273267536 0.0015148708446535114 0.0014982515374192343 0.0012634245192463709 0.001304099463892715 0.00092811454092514589 0.00070271251751025143 0.0011964650337255934
leaf_weight=102 62 102 102 67 72 52 69 84 52 85 56 59 62 715 60 58 64 54 69 54 74 96 95 123 92 218 58 58 60
leaf_count=102 62 102 102 67 72 52 69 84 52 85 56 59 62 715 60 58 64 54 69 54 74 96 95 123 92 218 58 58 60
internal_value=0 0.000662375 0.000812031 0.00133364 0.00103281 0.00115933 0.000232457 0.00128477 0.000951594 0.000586558 0.000734064 0.00116978 0.00137345 0.00135028 0.00118301 0.000992979 0.00148151 0.00115638 0.00137224 0.00136204 0.00140839 0.00128686 0.00139166 0.00137764 0.00135097 0.00125831 0.00103828 0.000803462 0.00126819
internal_weight=0 662 491 2312 248 430 171 268 162 243 141 184 1882 1550 180 120 332 186 1370 1301 230 368 933 838 166 314 117 110 114
internal_count=2974 662 491 2312 248 430 171 268 162 243 141 184 1882 1550 180 120 332 186 1370 1301 230 368 933 838 166 314 117 110 114
is_linear=0
shrinkage=0.0032998


Tree=6227
num_leaves=35
num_cat=0
split_feature=1 2 12 0 1 2 4 13 11 15 4 0 2 1 15 4 4 11 12 2 13 4 12 4 15 2 2 12 12 0 4 4 15 15
split_gain=17.4588 3.70277 3.08194 1.18269 1.30444 1.6441 1.16285 0.924503 0.699907 0.493315 0.481751 0.87398 0.371356 0.356086 0.342915 0.340565 0.639579 0.310907 0.298482 0.245686 0.222333 0.242764 0.374599 0.181445 0.179348 0.157755 0.154352 0.149819 0.142709 0.122645 0.174777 0.166403 0.112913 0.0248163
threshold=0.10123500000000001 0.14132000000000003 0.085465000000000013 -0.068669999999999995 0.08845500000000002 0.089945000000000011 0.38865500000000003 -0.0015099999999999998 1.0000000180025095e-35 -0.19153499999999998 -0.42305999999999994 -0.0033699999999999993 0.16730000000000003 0.11277000000000001 0.088235000000000022 0.032770000000000001 0.18095500000000003 0.084110000000000004 -0.083219999999999988 0.098500000000000018 -0.085349999999999995 -0.084384999999999988 0.083945000000000006 -0.0064399999999999987 -0.066784999999999983 0.11355500000000002 0.097110000000000016 0.091290000000000024 0.096265000000000003 -0.086274999999999977 -0.080324999999999994 -0.077789999999999984 0.084100000000000022 0.096415000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 8 14 17 9 15 -2 26 23 -3 -9 24 20 19 28 -11 -17 29 32 -23 25 -6 -12 -5 -16 -4 30 -1 -31 -22 -29
right_child=1 12 6 10 5 -7 -8 13 -10 18 11 -13 -14 -15 27 16 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 33 -30 31 -32 -33 -34 -35
leaf_value=0.0015734567602535129 0.00021379940795694294 0.00031047448220662092 0.0011742668416922662 0.0013436917226732029 0.0011507041357516411 0.00058894651654296825 0.00056333876223661132 0.00057016402683461023 0.0015778126078979829 0.00068866977968206613 0.0010157363587625183 0.00057257791804778038 -3.9570249355807049e-05 0.00090525144123561969 0.0014059117882332332 0.0011213632721582241 0.0013645522316296605 0.0013219934009015555 0.00035241355121813596 0.00082384956583463065 0.0014767652828289758 0.00098840629013407242 0.0012480373100018933 0.00091018386803314174 0.00089774050372492858 0.0012584576530271536 0.0010866448006407378 0.0012431496992710794 0.00095209957715837413 0.0011293062997907335 0.0013490300906238101 0.0013831937692719714 0.0013034765166400248 0.0011315300912416479
leaf_weight=53 96 60 52 52 67 67 52 71 81 63 67 54 73 69 55 68 81 59 54 57 58 69 591 68 60 56 55 60 90 54 159 65 184 54
leaf_count=53 96 60 52 52 67 67 52 71 81 63 67 54 73 69 55 68 81 59 54 57 58 69 591 68 60 56 55 60 90 54 159 65 184 54
internal_value=0 0.000616981 0.000726418 0.00120216 0.00123507 0.00105679 0.00100454 0.000526986 0.00127763 0.000389726 0.001026 0.000944675 0.00011808 0.000735566 0.00116257 0.0012607 0.00113501 0.0011185 0.000533776 0.000985979 0.00128168 0.00125431 0.00122095 0.00104969 0.00103147 0.00112653 0.00121189 0.00126087 0.0010337 0.00135615 0.0014053 0.00126828 0.00134515 0.00119059
internal_weight=0 739 606 2235 1883 363 253 353 1520 213 352 245 133 140 296 1439 206 201 117 125 1233 902 660 191 127 123 107 169 142 331 212 119 242 114
internal_count=2974 739 606 2235 1883 363 253 353 1520 213 352 245 133 140 296 1439 206 201 117 125 1233 902 660 191 127 123 107 169 142 331 212 119 242 114
is_linear=0
shrinkage=0.0032998


Tree=6228
num_leaves=27
num_cat=0
split_feature=4 12 42 13 4 15 3 159 48 39 15 3 12 3 13 4 15 151 3 15 42 42 52 52 15 52
split_gain=17.4749 5.41171 1.98096 1.73944 1.34922 1.33506 1.20795 0.908845 1.1602 0.715671 0.627606 0.49273 0.580388 0.557855 0.519636 0.398254 0.392582 0.288743 0.246112 0.242282 0.17368 0.197259 0.160637 0.143506 0.0897893 0.0793077
threshold=0.31392000000000003 0.056995000000000011 0.12650500000000003 -1.0000000180025095e-35 -0.031159999999999997 -0.034094999999999993 0.35004500000000011 0.079715000000000022 0.087730000000000016 0.088025000000000006 -0.43587999999999999 -0.14186499999999996 0.096990000000000007 -0.10337499999999998 -0.094359999999999986 -0.38384499999999994 0.083185000000000023 -1.0000000180025095e-35 -0.23098999999999997 -0.065419999999999992 0.086435000000000012 0.085790000000000019 -0.040589999999999994 -0.0073749999999999987 0.097125000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 7 15 22 9 8 -1 10 -2 14 13 -13 -3 -5 19 -12 -16 25 21 -15 -6 -22 -18 -14
right_child=6 2 -4 4 5 -7 -8 -9 -10 -11 17 12 16 20 18 -17 24 -19 -20 -21 23 -23 -24 -25 -26 -27
leaf_value=0.0016366064885871049 0.0014333299383180408 0.0022756695649693748 0.0012862124833003948 0.0017314007072231703 0.0015143141194075996 0.001000433912773464 0.00050358699913890896 0.00095555086997286263 0.0010964630785624081 0.00079658962777293878 0.0011824794785272464 0.0015295288893070844 0.0018304349700707652 0.0018970484414222704 0.0020246213330363072 0.0021120053673104201 0.0019647133821467594 0.00083083633894563062 0.0017201440340787002 0.0014987169208228897 0.0017602069994587138 0.0021048400867648654 0.0017808971757814552 0.001870454784699253 0.0017859080092757387 0.0016561007170043916
leaf_weight=96 60 59 70 72 52 52 58 75 80 91 52 53 52 729 71 54 56 52 53 92 200 57 53 458 91 86
leaf_count=96 60 59 70 72 52 52 58 75 80 91 52 53 52 729 71 54 56 52 53 92 200 57 53 458 91 86
internal_value=0 0.00175913 0.00183376 0.00146181 0.00163959 0.00143455 0.000934603 0.00126123 0.00139129 0.0010325 0.00116319 0.00185237 0.0018362 0.00186562 0.00201776 0.0018948 0.00171929 0.001007 0.00189477 0.00163287 0.00187794 0.00191216 0.00164921 0.001837 0.00185426 0.00172205
internal_weight=0 2661 2127 534 283 157 313 251 176 255 164 2057 1874 1497 183 126 377 104 124 230 1444 786 105 658 147 138
internal_count=2974 2661 2127 534 283 157 313 251 176 255 164 2057 1874 1497 183 126 377 104 124 230 1444 786 105 658 147 138
is_linear=0
shrinkage=0.0032998


Tree=6229
num_leaves=27
num_cat=0
split_feature=2 2 2 49 16 2 123 15 13 15 133 1429 13 156 16 49 9 133 13 13 2 49 393 2 16 16
split_gain=7.72726 3.87574 1.90767 0.993274 0.946034 0.669646 0.620413 0.494724 0.406935 0.338584 0.51973 0.420873 0.298927 0.296954 0.23288 0.53255 0.190116 0.171237 0.155868 0.340643 0.147963 0.142759 0.137915 0.0822767 0.0679871 0.0466163
threshold=0.14132000000000003 -1.0000000180025095e-35 0.10060500000000001 -0.022974999999999999 -0.059289999999999995 0.16730000000000003 0.085810000000000011 -0.049344999999999993 -0.13871999999999998 1.0000000180025095e-35 0.083645000000000011 0.084710000000000021 -0.10939499999999998 0.08573500000000002 -0.07027499999999999 0.016520000000000003 0.083710000000000021 0.087950000000000014 0.10783500000000001 -1.0000000180025095e-35 -0.084369999999999987 -0.0097199999999999977 0.10017500000000001 0.11326500000000002 -0.039209999999999995 -0.080789999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 7 16 -2 12 -4 -3 10 11 13 -5 -10 23 -16 -1 21 19 22 -6 -12 -11 -14 -19 -21
right_child=5 2 3 6 20 -7 -8 -9 9 18 17 -13 14 -15 15 -17 -18 24 -20 25 -22 -23 -24 -25 -26 -27
leaf_value=0.00048555917773193555 0.00045811276495568614 0.0013011634730055268 0.00036530432510734621 0.00073534947467521173 0.00091058196080490747 4.1271560118384269e-05 0.00059848900051508863 0.0007812035975098264 0.0009495051335968737 0.0010837188972392506 0.0010618817125774755 0.00067398956238316147 0.0010472781984170686 0.0011560742154640379 0.0010679137111230599 0.00078112458731431666 0.00020564990999703443 0.00096363421594961756 0.00096698357543001433 0.0012069040446015332 0.00065861988126358407 0.0012708170019678387 0.0012645236622453866 0.0012288266522347869 0.0011014574123384047 0.001343766221430632
leaf_weight=52 90 86 53 52 52 79 54 77 418 679 57 52 67 95 178 119 55 68 78 58 53 110 52 53 116 71
leaf_count=52 90 86 53 52 52 79 54 77 418 679 57 52 67 95 178 119 55 68 78 58 53 110 52 53 116 71
internal_value=0 0.000990298 0.00102539 0.000870834 0.000560956 0.000263466 0.000935126 0.000611916 0.00107739 0.00106699 0.00102139 0.000959006 0.00097381 0.000987827 0.00100346 0.000953124 0.00034201 0.00112171 0.00111149 0.00112455 0.000783737 0.00119971 0.00109663 0.00112776 0.00105071 0.0012825
internal_weight=0 2805 2593 653 212 169 523 130 1940 1854 916 565 469 513 417 297 107 351 938 860 105 167 731 120 184 129
internal_count=2974 2805 2593 653 212 169 523 130 1940 1854 916 565 469 513 417 297 107 351 938 860 105 167 731 120 184 129
is_linear=0
shrinkage=0.0032998


Tree=6230
num_leaves=33
num_cat=0
split_feature=1 156 10 1 2 1 457 133 13 13 2 1 481 133 1456 4 1 43 133 12 133 4 42 13 52 52 13 13 52 4 43 43
split_gain=0.604717 0.373168 0.414182 0.773036 0.396276 0.361255 0.314318 0.223888 0.256038 0.226854 0.197038 0.195877 0.188523 0.146349 0.183728 0.183043 0.5953 0.177058 0.168014 0.208099 0.111543 0.164017 0.153232 0.166017 0.109779 0.111343 0.109593 0.106647 0.0970744 0.114744 0.0847255 0.0724843
threshold=0.090650000000000022 0.10613500000000002 -0.16262499999999996 0.14195000000000002 0.093470000000000011 0.10198500000000001 0.083280000000000007 0.085650000000000018 -0.065539999999999987 -0.080909999999999996 0.11543500000000002 0.096315000000000026 -0.084999999999999992 0.085650000000000018 -0.075249999999999984 -0.12685999999999997 0.080545000000000019 -0.08237499999999999 -0.0062099999999999994 0.089395000000000016 0.09117500000000002 -0.013049999999999997 0.084050000000000014 -0.083814999999999987 0.085540000000000019 -0.020314999999999996 -0.094359999999999986 -0.077504999999999977 0.092120000000000021 -0.081864999999999979 -0.073819999999999983 -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 2
left_child=12 2 -2 4 7 -6 10 9 -9 -4 -7 -11 31 14 -14 16 -16 24 26 -20 22 27 -15 -24 25 -17 -19 -22 29 -29 -23 -1
right_child=1 -3 3 -5 5 6 -8 8 -10 11 -12 -13 13 20 15 17 -18 18 19 -21 21 30 23 -25 -26 -27 -28 28 -30 -31 -32 -33
leaf_value=0.01342875601784934 0.018586292647774536 0.015977180525008104 0.0049924867984754689 -0.011219032174175294 -0.0095872417161193477 0.0080250357823200766 0.01570374332933298 0.013029118210610176 -0.0016749719564260997 0.021667738639847615 -0.0023586375486012922 0.010951543036636561 0.0015794568686656844 0.023456300562471024 -0.006606075568270202 0.017420585059002801 0.016893364610306036 0.017458147772319816 0.0091500990421610907 -0.0016585121084268157 0.019305311702315923 0.0025414776995500254 0.00877142944022276 0.02030193050653328 0.022102088487481551 0.0075929364494087938 0.010601224959703712 0.010300515160524933 0.0064329409178489807 0.020426742735004878 0.010902278229363536 0.021900500256731136
leaf_weight=58 61 100 103 83 67 81 54 52 94 74 143 143 75 58 67 74 56 79 201 67 71 73 93 58 54 60 437 82 68 53 66 60
leaf_count=58 61 100 103 83 67 81 54 52 94 74 143 143 75 58 67 74 56 79 201 67 71 73 93 58 54 60 437 82 68 53 66 60
internal_value=0 0.00618755 0.00516058 0.0042425 0.00582709 0.0014974 0.00417534 0.00902869 0.0035498 0.0115228 0.00138815 0.0146142 0.0112125 0.0107809 0.00966586 0.0102181 0.00407825 0.0109932 0.00987471 0.00644124 0.0128755 0.0112577 0.0160637 0.0132123 0.0156479 0.0130336 0.0116545 0.0136524 0.0116665 0.0142893 0.00652428 0.0177516
internal_weight=0 1055 955 894 811 345 278 466 146 320 224 217 1910 1792 1170 1095 123 972 784 268 622 413 209 151 188 134 516 274 203 135 139 118
internal_count=2965 1055 955 894 811 345 278 466 146 320 224 217 1910 1792 1170 1095 123 972 784 268 622 413 209 151 188 134 516 274 203 135 139 118
is_linear=0
shrinkage=0.16829


Tree=6231
num_leaves=31
num_cat=0
split_feature=1 1 1 12 12 13 3 12 11 47 3 15 3 3 12 16 12 49 1210 12 15 13 49 16 12 3 14 3 13 13
split_gain=13.494 1.83058 1.46924 1.16607 1.12346 1.11713 0.806266 0.684218 0.549684 0.527682 0.500959 0.474063 0.457877 0.257938 0.249444 0.322936 0.227789 0.225082 0.213327 0.169227 0.176362 0.16293 0.155478 0.141406 0.125738 0.120855 0.120584 0.365483 0.0629213 0.0600074
threshold=0.10921500000000002 0.13662500000000002 0.089625000000000024 0.088365000000000013 0.085845000000000019 -0.021089999999999994 0.095880000000000007 0.090285000000000018 0.074925000000000005 0.087850000000000025 -1.0000000180025095e-35 -0.45775499999999997 -0.10115999999999999 0.14813000000000001 0.11819000000000002 0.20277000000000003 0.093910000000000007 -0.038669999999999989 -0.061049999999999993 0.084595000000000017 -0.048464999999999994 -0.075449999999999975 0.099620000000000014 -0.06859999999999998 0.091945000000000013 -0.081574999999999995 -1.0000000180025095e-35 0.0025650000000000004 -0.08156999999999999 0.053700000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 5 -4 7 8 12 -5 -7 -3 -1 -13 15 18 24 -2 -9 20 -14 -20 -17 -18 28 -21 -19 -28 -6 -25
right_child=1 11 4 9 16 10 -8 14 -10 -11 -12 13 19 -15 -16 22 23 26 21 25 -22 -23 -24 29 -26 -27 27 -29 -30 -31
leaf_value=0.00089041008418735133 0.00036567432487047934 0.00051518442041779489 0.00037035977050948836 0.00070363462559776301 0.0011825158583513352 0.00071166515392127709 0.00076023637119335726 0.00093581384519988574 0.0014862138753266494 0.0011297492645732648 0.0010681351858369871 0.00027807849064083294 0.001165453849400553 -2.5873000171518413e-05 0.0008732117360541878 0.0008018393680397992 0.00086308645483034786 0.00071969200731370657 0.0012886876542045425 0.0011455891839087815 0.0013187270024170687 0.0011253242544334988 0.0010606756611239818 0.0011383543311879467 0.0013075136002309766 0.0012446549432575905 0.00034649408129700074 0.00072040957892274772 0.0010192983163236969 0.00097786032155952455
leaf_weight=53 69 52 55 64 61 78 56 53 75 64 98 66 132 56 62 53 60 55 90 473 243 306 52 62 52 204 59 56 54 52
leaf_count=53 69 52 55 64 61 78 56 53 75 64 98 66 132 56 62 53 60 55 90 473 243 306 52 62 52 204 59 56 54 52
internal_value=0 0.000530208 0.00110672 0.000662434 0.00096017 0.000781937 0.00115196 0.00116416 0.00121093 0.000916967 0.000910354 0.000251114 0.00119221 0.000138271 0.00107451 0.00109697 0.0010808 0.000525968 0.00113586 0.00120739 0.00126487 0.00116254 0.000930361 0.000995876 0.00116908 0.00117549 0.000590821 0.000528881 0.00110618 0.00106546
internal_weight=0 541 2424 367 572 231 1852 1796 1180 128 176 174 1105 122 616 554 341 239 449 1052 375 396 105 174 167 677 170 115 115 114
internal_count=2965 541 2424 367 572 231 1852 1796 1180 128 176 174 1105 122 616 554 341 239 449 1052 375 396 105 174 167 677 170 115 115 114
is_linear=0
shrinkage=0.0032998


Tree=6232
num_leaves=27
num_cat=0
split_feature=3 2 2 0 133 47 2 4 0 4 4 3 3 133 4 2 0 1209 51 4 0 0 3 2 0 3
split_gain=0.425612 0.38235 0.329457 0.326288 0.245884 0.20155 0.282668 0.202447 0.199933 0.485095 0.363434 0.28695 0.162161 0.14667 0.207598 0.141857 0.167631 0.165296 0.135792 0.131829 0.113054 0.167417 0.103043 0.0953495 0.0573725 0.0471302
threshold=0.093925000000000022 0.086895000000000014 0.10510500000000002 -0.084114999999999981 -0.0081099999999999974 0.09550500000000002 0.13751000000000005 -0.018069999999999996 -0.07700499999999999 -0.17568999999999999 -0.081774999999999987 -0.082689999999999986 -0.041789999999999994 0.5074550000000001 -0.062804999999999986 -0.069044999999999981 -0.079864999999999978 0.086895000000000014 -0.070154999999999981 0.15641500000000003 -0.081864999999999979 -0.082844999999999988 -0.086564999999999989 0.11585500000000001 -0.078989999999999991 -0.080454999999999985
decision_type=2 2 2 2 2 2 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 12 -5 6 7 -3 15 -10 -11 -12 -4 14 -13 -1 17 20 -6 23 21 -17 -22 -20 -18 -26
right_child=1 5 3 4 18 -7 -8 -9 9 10 11 13 -14 -15 -16 16 24 -19 19 -21 22 -23 -24 -25 25 -27
leaf_value=0.019668184964476271 -0.010353725901140299 0.018121759741506753 -0.0081748746001951405 0.00013224322772962052 0.005147114113843749 -0.0039355499896612063 -0.0018694327937189986 0.0062302692183976932 0.017850675448089225 -0.0081315394507741941 0.014902754979545173 -0.006092002051078035 0.004039240571467562 0.011622859279886325 0.0053049302661483189 0.010525715249794666 0.020393405618303773 0.0016956825142341769 0.015172072446513115 0.0200648322908786 0.010588078503001305 0.017857732535858695 0.002143730623383043 0.0057006735810852423 0.010730324219783047 0.017540644355345036
leaf_weight=53 52 69 63 89 94 54 66 100 99 54 90 64 60 56 154 1071 53 63 56 54 83 97 82 67 70 52
leaf_count=53 52 69 63 89 94 54 66 100 99 54 90 64 60 56 154 1071 53 63 56 54 83 97 82 67 70 52
internal_value=0 0.00291947 0.0092475 0.00526957 0.00782741 0.00531394 0.007447 0.011096 0.0101441 0.00725166 0.00473707 0.00665109 -0.00220216 0.00393413 0.0019508 0.0110638 0.0107723 0.0101532 0.010348 0.0130999 0.0105516 0.0111362 0.00640238 0.0100275 0.015701 0.0136478
internal_weight=0 341 2624 483 360 289 235 169 2141 517 418 364 123 274 218 1624 1571 1396 271 177 1333 1168 165 123 175 122
internal_count=2965 341 2624 483 360 289 235 169 2141 517 418 364 123 274 218 1624 1571 1396 271 177 1333 1168 165 123 175 122
is_linear=0
shrinkage=0.16829


Tree=6233
num_leaves=23
num_cat=0
split_feature=1 3 12 1 3 0 3 12 2 16 43 3 1 3 0 16 16 0 4 1452 16 16
split_gain=12.3807 2.24859 1.55986 0.973786 0.956123 0.74466 0.690956 0.54076 0.472797 0.585295 0.452523 0.52792 0.33187 0.652157 0.301017 0.573884 0.238022 0.349838 0.208603 0.276673 0.178728 0.174268
threshold=0.10921500000000002 -0.049204999999999992 0.056995000000000011 0.09258000000000001 -0.0031199999999999995 -0.046614999999999997 0.092005000000000017 0.11819000000000002 0.13881000000000002 -0.15693499999999996 -0.049999999999999996 0.143375 0.098715000000000011 -0.15755 -0.063819999999999988 0.19384500000000002 -0.077509999999999982 -0.078989999999999991 -0.082619999999999985 0.087675000000000017 -0.080419999999999978 0.058875000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 6 -5 -2 16 12 10 -10 -3 -12 13 -4 18 -16 -1 -18 20 -20 -15 -14
right_child=1 8 7 4 -6 -7 -8 -9 9 -11 11 -13 21 14 15 -17 17 -19 19 -21 -22 -23
leaf_value=0.0013281640137652532 0.0010381408521352891 0.00031769980585410887 0.0015126774381301691 0.00050554381179687561 0.00097499061857462275 0.00060667086927865895 0.00074242081409695232 0.00086877853758172193 0.00048930896988569914 4.1141913468508372e-05 0.00081864447727857408 0.00040438491123489243 0.00083191266257761254 0.0011766625168749775 0.0012165963403717097 0.00074975510891341014 0.0012279640229782107 0.00088126276062445205 0.0011330973573111011 0.0013776754906017455 0.0013326470631011781 0.0011055884847716094
leaf_weight=61 102 98 57 93 97 77 58 77 57 72 68 67 52 222 59 57 73 58 1219 54 134 53
leaf_count=61 102 98 57 93 97 77 58 77 57 72 68 67 52 222 59 57 73 58 1219 54 134 53
internal_value=0 0.000550027 0.00110226 0.000924088 0.000745394 0.000852733 0.00105975 0.00114175 0.000400248 0.000239442 0.000489127 0.00061331 0.00115276 0.00116336 0.00115193 0.000987504 0.00115543 0.00107473 0.00116362 0.0011435 0.00123547 0.000970389
internal_weight=0 541 2424 440 190 179 250 1984 362 129 233 135 1907 1802 1745 116 192 131 1629 1273 356 105
internal_count=2965 541 2424 440 190 179 250 1984 362 129 233 135 1907 1802 1745 116 192 131 1629 1273 356 105
is_linear=0
shrinkage=0.0032998


Tree=6234
num_leaves=29
num_cat=0
split_feature=3 4 4 3 43 11 3 14 16 4 3 11 4 52 4 159 13 2 3 3 4 4 4 51 2 403 13 16
split_gain=11.3192 3.17374 2.46686 1.74933 1.31022 0.984454 0.855222 0.648166 1.26557 0.621704 0.706574 0.564941 0.474301 0.467868 0.391211 0.377404 0.327507 0.309326 0.307696 0.292425 0.245695 0.195259 0.235419 0.183832 0.162455 0.136604 0.0799421 0.0207103
threshold=-0.049204999999999992 0.27258000000000004 0.31392000000000003 0.28833000000000003 -0.033049999999999989 1.0000000180025095e-35 -0.12077499999999998 -0.41992499999999994 -0.45743999999999996 -0.37626499999999991 0.094635000000000011 0.084110000000000004 0.018150000000000003 -0.031059999999999997 -1.0000000180025095e-35 0.085345000000000018 -0.063549999999999982 0.090215000000000004 -0.014924999999999999 -0.08867499999999999 -0.44205499999999992 -0.082619999999999985 -0.081774999999999987 0.010750000000000001 0.10584500000000001 -0.012799999999999999 -0.070339999999999986 -0.052039999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 13 6 -1 -3 16 -6 14 -7 17 18 -11 24 -9 21 -2 -19 -13 25 -23 -21 26 -8 -14 -16
right_child=1 7 -4 -5 9 11 12 8 -10 10 -12 20 15 -15 27 -17 -18 19 -20 23 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=0.00090699130629290348 0.00079390384988321599 0.00078482511680119562 0.00072248263444669536 0.00037470902953486753 0.001350750956383125 0.0017259034535296708 0.0014161189663097304 0.00038773794779964739 -1.9065486670871687e-05 0.00090025873807745942 0.00075036661597592069 0.0011739389903092786 0.0010545866388576818 0.00097514442272651964 0.0013041981400519491 0.0013422452625922966 0.00071952742805725422 0.0010104514624625677 0.00045324108943415058 0.0012772805758825155 0.0014972830548280454 0.0010689165341114721 0.0012857834459385385 0.0010865339307684595 0.001178578616250463 0.0012680327960196097 0.00088320902723724027 0.0011969051110270496
leaf_weight=85 58 52 100 60 81 69 218 66 62 52 76 52 66 64 55 61 65 81 59 256 54 61 749 74 65 108 62 54
leaf_count=85 58 52 100 60 81 69 218 66 62 52 76 52 66 64 55 61 65 81 59 256 54 61 749 74 65 108 62 54
internal_value=0 0.000770692 0.00122946 0.000908009 0.000972063 0.00125404 0.00123196 0.000457241 0.000368798 0.00109986 0.00101397 0.00149175 0.00124728 0.000747333 0.00113818 0.00111398 0.000552635 0.00126914 0.000622418 0.00119052 0.00133899 0.00129756 0.00126949 0.00123461 0.00104166 0.00136717 0.000971851 0.00125137
internal_weight=0 804 2161 559 499 2061 1886 245 193 318 237 175 1801 181 161 254 131 1547 117 411 106 1136 810 330 193 326 128 109
internal_count=2965 804 2161 559 499 2061 1886 245 193 318 237 175 1801 181 161 254 131 1547 117 411 106 1136 810 330 193 326 128 109
is_linear=0
shrinkage=0.0032998


Tree=6235
num_leaves=20
num_cat=0
split_feature=44 12 157 0 4 3 124 52 52 39 0 0 12 52 47 11 150 48 156
split_gain=0.367866 0.266498 0.371095 0.387567 0.341213 0.364405 0.254716 0.267419 0.278625 0.270652 0.251999 0.191665 0.202015 0.162983 0.158007 0.132894 0.079931 0.0797183 0.0785443
threshold=1.0000000180025095e-35 0.084130000000000024 -0.075149999999999981 -0.085719999999999977 0.31392000000000003 -0.12711499999999995 -0.086434999999999984 -0.052874999999999991 0.11628500000000001 0.089155000000000012 -0.029849999999999998 -0.11471499999999998 0.13050500000000001 -0.085009999999999988 0.094695000000000015 0.086175000000000015 0.10559 0.084565000000000015 0.10123000000000001
decision_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 15 -4 10 9 14 13 -7 16 17 -9 -3 18 -8 -13
right_child=-2 4 6 -5 -6 11 7 8 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.01118448871635184 0.022784924354003037 0.02287060283015659 0.016698513362719849 0.0061508798565727239 -0.0014683366548868388 -0.00042574952155755854 0.0052103549498366134 0.015293232088378001 0.00058554526370756677 0.0023227516089679577 -0.0064014890708356184 0.010269659696646234 -0.00037057029310321707 -0.0007890189745329636 0.0051044722455372872 0.012954946900802511 0.016732099126559818 0.014513847524081134 0.0039057814009374808
leaf_weight=64 54 81 83 85 72 52 54 245 87 78 68 1483 52 67 53 75 53 52 58
leaf_count=64 54 81 83 85 72 52 54 245 87 78 68 1483 52 67 53 75 53 52 58
internal_value=0 0.00874264 0.00640768 -0.00128313 0.00987645 0.010318 0.00786604 0.00682216 0.00918982 0.0111759 0.00226605 0.00960061 0.00991845 0.00568332 0.0134872 0.018115 0.0102552 0.00979128 0.0100313
internal_weight=0 2862 936 149 1926 1854 787 704 463 376 241 1698 1646 173 298 156 1594 106 1541
internal_count=2916 2862 936 149 1926 1854 787 704 463 376 241 1698 1646 173 298 156 1594 106 1541
is_linear=0
shrinkage=0.16829


Tree=6236
num_leaves=17
num_cat=0
split_feature=44 9 160 14 12 3 474 484 475 1456 159 484 12 51 160 42
split_gain=0.254281 0.23557 0.220269 0.302534 0.218293 0.326914 0.247737 0.27206 0.189946 0.148545 0.141472 0.174201 0.136993 0.128069 0.0634875 0.0506844
threshold=1.0000000180025095e-35 0.083710000000000021 -0.15523999999999996 0.073890000000000011 0.085785000000000014 -0.10690999999999999 0.085925000000000015 -0.081534999999999982 -0.082139999999999991 0.086455000000000018 -0.032069999999999994 0.093765000000000015 0.091200000000000017 -0.069944999999999993 -0.4909099999999999 0.087405000000000024
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 7 -7 -6 12 14 15 -10 -8 -1 -12
right_child=-2 -3 3 -5 8 6 13 -9 9 -11 11 -13 -14 -15 -16 -17
leaf_value=0.010398744530957269 0.018950455258218788 -0.00061395444469811036 -0.0050974081257568827 0.018045350031404644 0.016422600459029345 -0.0016993629145317241 -0.0065789381636098213 0.0087547024567119422 0.01103136333866723 -0.00012713005813627597 -0.0076197730034517032 0.0075240680267383998 0.0074442860468968992 0.005064814692678948 0.0032047193031086345 -0.00038565104298703541
leaf_weight=80 54 103 72 84 94 78 55 707 520 53 53 58 732 52 63 58
leaf_count=80 54 103 72 84 94 78 55 707 520 53 53 58 732 52 63 58
internal_value=0 0.00727198 0.00756703 0.00810448 0.00775034 0.00579663 0.00667798 0.00771367 0.00909529 0.00856612 0.00334608 3.89766e-05 0.00893556 -0.000903501 0.00724191 -0.00385597
internal_weight=0 2862 2759 2447 2363 964 892 785 1399 1305 312 169 1252 107 143 111
internal_count=2916 2862 2759 2447 2363 964 892 785 1399 1305 312 169 1252 107 143 111
is_linear=0
shrinkage=0.16829


Tree=6237
num_leaves=28
num_cat=0
split_feature=12 2 2 2 4 40 43 2 4 11 0 2 4 0 12 43 12 0 12 52 0 133 43 403 52 2 0
split_gain=11.0131 3.59896 2.73951 3.24487 1.22703 0.961162 0.892103 0.858768 0.693428 0.620644 0.596796 0.560797 0.516544 0.411156 0.377257 0.509202 0.308618 0.303553 0.276856 0.271281 0.224007 0.192708 0.227219 0.161445 0.144149 0.111911 0.0113395
threshold=0.056995000000000011 0.13388500000000003 0.10859000000000001 0.079770000000000021 0.046185000000000004 -0.062739999999999976 -1.0000000180025095e-35 0.092155000000000015 -0.010574999999999999 1.0000000180025095e-35 1.0000000180025095e-35 0.096435000000000007 0.27644500000000005 -0.11656999999999999 0.10859000000000001 -0.0083799999999999986 -0.086254999999999984 -0.096444999999999989 0.098785000000000012 -0.0083399999999999985 -0.17862999999999998 -1.0000000180025095e-35 -0.013934999999999998 0.31861000000000006 -0.072664999999999993 0.097845000000000015 -0.098429999999999976
decision_type=2 2 2 2 2 2 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 10 9 -4 -7 24 -9 11 16 17 18 20 15 -13 -1 -2 25 -11 -8 23 -23 -19 -5 26 -6
right_child=1 -3 5 7 12 6 13 8 -10 19 -12 14 -14 -15 -16 -17 -18 21 -20 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=0.00060733738818756586 0.0015593622556149106 0.0005121721198706931 0.00088473452018325701 0.0015439299405464856 0.0010979329915599043 7.8932697410586484e-05 0.00055490226693394947 0.0012476507499513886 0.00081631284167742429 0.0016173256568750855 0.00037255559070751274 0.0011867424942103866 0.00078331503759034536 0.00038202078326880318 0.0013291813549456239 0.00078194048050195665 0.00093066921147519376 0.0013786023743729617 0.00096041744274651011 0.0013253709773817508 0.00084386473983969054 0.0012938216640662364 0.0011298173003381825 0.0011836646833155036 0.001296321242848781 0.0013091840630068124 0.0011832606729809329
leaf_weight=69 54 70 78 53 57 52 65 84 80 97 65 91 53 81 72 55 62 431 68 57 55 714 110 55 56 77 55
leaf_count=69 54 70 78 53 57 52 65 84 80 97 65 91 53 81 72 55 62 431 68 57 55 714 110 55 56 77 55
internal_value=0 0.00124875 0.0007941 0.000956429 0.00127393 0.000563987 0.000464961 0.00118914 0.00103746 0.00130818 0.000632114 0.00128856 0.00108204 0.000564653 0.00113198 0.00103449 0.000760634 0.00131356 0.00114351 0.00150949 0.000687637 0.0013034 0.00127197 0.00135661 0.00141704 0.0012092 0.00114015
internal_weight=0 2116 800 469 2046 331 253 273 164 1736 196 1582 310 201 218 146 131 1364 257 154 120 1310 824 486 109 189 112
internal_count=2916 2116 800 469 2046 331 253 273 164 1736 196 1582 310 201 218 146 131 1364 257 154 120 1310 824 486 109 189 112
is_linear=0
shrinkage=0.0032998


Tree=6238
num_leaves=22
num_cat=0
split_feature=1 148 43 160 13 0 0 13 4 0 13 51 484 12 4 43 43 13 12 0 1
split_gain=0.392181 0.620111 0.39963 0.447669 0.412363 0.31652 0.313727 0.179583 0.167185 0.273991 0.148191 0.148444 0.225548 0.187825 0.178748 0.152741 0.480634 0.130332 0.098682 0.0967799 0.086178
threshold=0.10932500000000002 -1.0000000180025095e-35 -0.074874999999999983 -0.072114999999999985 -0.27740999999999993 -0.091829999999999981 -0.064509999999999984 -0.071104999999999988 -0.4950449999999999 -0.0033699999999999993 -0.15569499999999997 0.043405000000000006 0.11563500000000002 0.086815000000000017 -0.0040999999999999986 0.05259500000000001 0.097510000000000027 -0.076794999999999988 0.097345000000000015 -0.06537999999999998 0.089745000000000019
decision_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 5 -4 -5 -3 -6 -7 20 10 -10 12 15 14 -13 19 -17 -15 -19 -12 -1
right_child=1 2 3 4 6 7 -8 -9 9 -11 11 13 -14 17 -16 16 -18 18 -20 -21 -22
leaf_value=0.018322041206183824 -0.013655868226284899 -0.012044125874310268 -0.0027386589239191419 0.0024330351642560962 0.025893695701507936 0.010714515153151308 0.010222341158668977 -0.001863404149921916 -0.000637670740482723 -0.00095905131049963473 0.0083668614578344194 0.024303773024808704 -0.0012990659047349715 0.014887029275116995 0.010394250812470508 -0.0060181127715917678 0.0096671077859618593 -0.0003744339886041338 0.0099615094133854928 0.013740796592049569 0.0093915117378889912
leaf_weight=64 57 54 72 76 70 54 76 79 54 100 1412 54 75 56 52 85 158 52 52 103 61
leaf_count=64 57 54 72 76 70 54 76 79 54 100 1412 54 75 56 52 85 158 52 52 103 61
internal_value=0 0.00293308 0.00490265 0.00877204 0.0125133 -0.00117117 0.0177483 0.00322991 0.00797031 0.00763618 0.00803623 0.00826024 0.00771835 0.0119876 0.0174972 0.00810408 0.00417311 0.00832626 0.00477626 0.0087334 0.0139783
internal_weight=0 538 481 294 222 187 146 133 2378 2253 2153 2099 1833 266 106 1758 243 160 104 1515 125
internal_count=2916 538 481 294 222 187 146 133 2378 2253 2153 2099 1833 266 106 1758 243 160 104 1515 125
is_linear=0
shrinkage=0.16829


Tree=6239
num_leaves=21
num_cat=0
split_feature=1 148 43 12 13 15 2 13 3 2 2 12 13 51 51 4 1 11 43 2
split_gain=0.271286 0.429009 0.289038 0.373793 0.370952 0.247926 0.241824 0.238739 0.216334 0.191283 0.181609 0.21437 0.249131 0.402426 0.161118 0.175296 0.27933 0.172265 0.111134 0.0571937
threshold=0.10932500000000002 -1.0000000180025095e-35 -0.06372499999999999 -0.081654999999999991 -0.0079349999999999993 -0.23043999999999995 0.113445 -0.071104999999999988 0.11391500000000002 -0.0098549999999999974 0.087815000000000018 0.080635000000000012 0.041960000000000004 0.077730000000000007 -0.22411499999999998 -0.46195999999999998 0.088035000000000016 0.080455000000000013 -0.083284999999999984 0.11719
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 -4 18 -1 -5 -8 9 -7 11 -11 13 -13 19 17 -17 -16 -3 -12
right_child=1 2 3 6 -6 8 7 -9 -10 10 14 12 -14 -15 15 16 -18 -19 -20 -21
leaf_value=0.017419891200749441 -0.011357725447940753 -0.0012006062471858806 0.018605773734917966 0.012153472828495547 -0.010415811937673115 -0.0013487294576445346 -0.0074989498719058934 0.0066274490703688033 -0.0038655749106995011 0.016399729443417374 0.014734091636876825 0.007578599787752628 -0.00088974017179991303 0.021180813562873473 0.017686133580874851 0.0051055779213052968 -0.0038875908292561002 0.0041792444670901317 0.0085489753838371551 0.007152223193669675
leaf_weight=59 57 56 67 70 72 82 64 72 57 90 65 791 85 67 56 811 111 52 80 52
leaf_count=59 57 56 67 70 72 82 64 72 57 90 65 791 85 67 56 811 111 52 80 52
internal_value=0 0.00243891 0.00407759 0.00767901 -0.000640646 0.00662937 0.00411644 -7.05793e-06 0.00635406 0.00661238 0.00691266 0.0085343 0.00778172 0.00864287 0.00545062 0.00477538 0.00402094 0.0111995 0.00452123 0.0113797
internal_weight=0 538 481 273 208 2378 206 136 2319 2262 2180 1033 943 858 1147 1030 922 108 136 117
internal_count=2916 538 481 273 208 2378 206 136 2319 2262 2180 1033 943 858 1147 1030 922 108 136 117
is_linear=0
shrinkage=0.16829


Tree=6240
num_leaves=24
num_cat=0
split_feature=1 3 4 4 14 0 0 4 0 1 4 34 48 4 52 52 158 3 11 1 0 1 16
split_gain=12.5798 2.18433 1.50957 1.02177 0.673346 0.774313 0.526038 0.568292 1.04889 0.493754 0.385603 0.371975 0.460589 0.475408 0.358489 0.294523 0.286105 0.270523 0.264451 0.249822 0.326698 0.138881 0.0972745
threshold=0.10749500000000002 -0.051469999999999995 0.31392000000000003 0.41377500000000006 0.073890000000000011 -0.13409999999999997 -0.076004999999999975 -0.47860499999999995 -0.0033699999999999993 0.087055000000000007 0.032770000000000001 -0.027829999999999997 0.094275000000000012 0.27020000000000005 -0.080219999999999986 -0.072664999999999993 0.078875000000000015 0.10766000000000002 0.079225000000000004 0.088965000000000002 -0.097774999999999987 0.092845000000000025 -0.11807499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 5 9 10 18 15 -1 19 -3 13 -13 -2 -9 22 -15 -8 20 -7 -21 -12
right_child=1 11 -4 -5 -6 6 7 8 -10 -11 16 12 -14 17 -16 -17 -18 -19 -20 21 -22 -23 -24
leaf_value=0.0010713310818845862 0.0011910723057321942 0.00015668399166358465 0.00052582208974084573 0.00044220343272126155 0.0013721489629173903 0.0013936288195386007 0.0013326723626024995 0.00090496038752983495 0.00058366777606767785 0.00070978369527374609 0.00098967928817469226 0.00073585026669498643 0.00024286958772654774 0.00026088912153493754 0.0008382095873117972 0.0010949241885650255 0.0012027558283440368 0.00054484228116113607 0.0010318945443014873 0.0013489781009288313 0.0011227538433743387 0.0011687859701536834 0.0008044825809924097
leaf_weight=74 55 62 52 53 93 52 79 140 68 95 77 74 94 70 76 259 52 78 56 105 1062 93 57
leaf_count=74 55 62 52 53 93 52 79 140 68 95 77 74 94 70 76 259 52 78 56 105 1062 93 57
internal_value=0 0.00053497 0.00108327 0.000830001 0.00109552 0.00108417 0.00110152 0.00101857 0.000963682 0.000868303 0.00113484 0.000391264 0.000437178 0.000519294 0.000986627 0.00102836 0.000992874 0.000410778 0.00120817 0.00115494 0.00113543 0.00126452 0.000911165
internal_weight=0 562 2414 184 2362 2269 2100 602 467 169 1498 378 316 222 131 399 186 148 135 1312 1114 198 134
internal_count=2976 562 2414 184 2362 2269 2100 602 467 169 1498 378 316 222 131 399 186 148 135 1312 1114 198 134
is_linear=0
shrinkage=0.0032998


Tree=6241
num_leaves=29
num_cat=0
split_feature=2 3 52 9 52 376 0 13 2 2 3 43 0 132 49 3 52 49 1446 43 393 16 13 0 13 0 3 0
split_gain=10.599 3.56132 1.96911 1.83347 1.25519 1.05183 0.784377 0.819163 0.711951 0.616471 0.527402 0.535136 0.47792 0.481288 0.333173 0.307387 0.291589 0.281855 0.26115 0.319868 0.219636 0.207032 0.172654 0.164756 0.273077 0.358631 0.217422 0.0419941
threshold=0.11366500000000002 -0.046079999999999989 -0.41694999999999993 -1.0000000180025095e-35 0.01787 0.084125000000000019 -0.11656999999999999 -1.0000000180025095e-35 0.13631000000000001 0.10406500000000002 -0.0031199999999999995 -0.079824999999999993 -0.076384999999999995 0.085745000000000002 -0.081404999999999991 -0.15288999999999997 -0.065394999999999995 -0.065249999999999989 0.083705000000000016 -0.083349999999999994 0.083525000000000016 -0.082824999999999982 -0.083814999999999987 -0.071749999999999994 -0.039559999999999991 0.10446500000000002 -0.082634999999999986 -0.073999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -2 -3 10 6 9 -8 -6 17 11 -4 14 23 -1 -16 -12 -5 19 21 -21 -17 -20 27 26 -26 -25 -14
right_child=2 3 4 5 8 -7 7 -9 -10 -11 16 -13 13 -15 15 18 -18 -19 22 20 -22 -23 -24 24 25 -27 -28 -29
leaf_value=0.00090340723022403206 0.0010407629593517621 0.00034506548864402913 0.00020794253113196894 0.001108548496801676 0.00089574158315637966 0.00043875012712966911 0.00083552153317527432 0.0012963181545429287 0.00040497258677460593 0.00051084606683394855 -3.3434503473056152e-05 0.00062593002680747748 0.0010002537275896771 0.00071967744663100318 0.0013726321033231401 0.0010297878282128831 0.00027037115024286854 0.00079941448706404982 0.0013506784081191035 0.0010635864240251633 0.0012647338500138331 0.0012391899683864016 0.0011374621545289321 0.0013586022181655325 0.00082573489464182303 0.0011502206968445267 0.001094214075594087 0.00086371459364190356
leaf_weight=69 64 84 60 53 75 52 73 101 57 58 55 76 61 56 61 66 91 86 93 803 66 278 81 54 76 75 100 52
leaf_count=69 64 84 60 53 75 52 73 101 57 58 55 76 61 56 61 66 91 86 93 803 66 278 81 54 76 75 100 52
internal_value=0 0.00103821 0.000501728 0.000791055 0.000418314 0.000879537 0.000941224 0.0011032 0.000684086 0.000797981 0.000293785 0.000441783 0.00110112 0.00100897 0.0011299 0.00114066 0.000155683 0.000917539 0.00113044 0.00111302 0.0010789 0.00119912 0.00125163 0.00104764 0.00108824 0.000987137 0.00118715 0.000937733
internal_weight=0 2498 478 507 414 423 371 174 132 197 282 136 1991 474 1517 1448 146 139 1387 1213 869 344 174 418 305 151 154 113
internal_count=2976 2498 478 507 414 423 371 174 132 197 282 136 1991 474 1517 1448 146 139 1387 1213 869 344 174 418 305 151 154 113
is_linear=0
shrinkage=0.0032998


Tree=6242
num_leaves=26
num_cat=0
split_feature=48 484 15 1 1 151 393 159 52 0 15 160 157 4 4 10 48 4 52 4 0 52 43 43 15
split_gain=0.365965 0.191449 0.222597 0.383008 0.224717 0.280655 0.186984 0.184762 0.182807 0.323281 0.433172 0.178001 0.17139 0.170906 0.168302 0.167733 0.152751 0.308047 0.146155 0.1036 0.10244 0.0783812 0.140586 0.0709571 0.0482661
threshold=0.12675000000000003 -0.0048899999999999994 0.0047550000000000005 0.099355000000000013 0.092395000000000019 0.057805000000000002 0.10135500000000001 -0.016814999999999997 0.10096500000000001 -0.037444999999999992 -0.0078249999999999986 -0.080384999999999984 -0.079269999999999993 -0.085189999999999974 -0.000195 -0.16262499999999996 0.014805 -0.0083549999999999978 0.12432000000000001 -0.10023999999999998 -0.071749999999999994 -0.0094049999999999984 -0.079244999999999982 -0.082204999999999986 -0.066784999999999983
decision_type=2 2 2 2 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 6 8 15 7 -4 9 10 11 -3 -1 -14 -10 -6 18 -18 -17 -9 -21 23 -23 -15 -24
right_child=-2 2 3 -5 5 -7 -8 19 14 -11 -12 -13 13 21 -16 16 17 -19 -20 20 -22 22 24 -25 -26
leaf_value=0.017439438304157253 -0.0042453898159324271 0.014194202289565486 0.013849426754739009 0.019277015899046363 0.012672217819952054 -0.0093527723251985908 0.016146245025889402 -0.0014307080539436327 -0.0039016901263886714 0.018354721565486412 -0.007183477822972126 0.0064962316229636337 0.016024723344644977 0.008165324253125222 0.0075589006481194126 0.0029568008531480868 0.0073815875512424061 -0.0093711286063513956 0.012146912748944083 0.0053605229508247353 0.01111498936082659 0.0020081664237221993 0.016305584850820367 0.00057459317676010534 0.0092280712381128272
leaf_weight=73 88 109 87 80 52 52 61 54 79 75 58 398 70 62 67 359 53 75 57 618 103 52 54 81 59
leaf_count=73 88 109 87 80 52 52 61 54 79 75 58 398 70 62 67 359 53 75 57 618 103 52 54 81 59
internal_value=0 0.00675908 0.00616769 0.00809348 0.00481946 0.00249485 0.00712221 0.00648154 0.00673364 0.00796004 0.00657704 0.00815476 0.0099507 0.0084997 0.00134532 0.00353155 0.00265451 -0.00242042 0.00422034 0.00565211 0.00618508 0.00678364 0.00929076 0.00387824 0.0126261
internal_weight=0 2888 2437 1003 1434 648 923 862 786 640 565 507 451 378 146 596 544 128 416 775 721 308 165 143 113
internal_count=2976 2888 2437 1003 1434 648 923 862 786 640 565 507 451 378 146 596 544 128 416 775 721 308 165 143 113
is_linear=0
shrinkage=0.16829


Tree=6243
num_leaves=23
num_cat=0
split_feature=2 48 14 13 9 2 43 12 3 157 157 3 48 49 12 16 133 15 3 15 3 49
split_gain=0.38762 0.234935 0.192667 0.191575 0.143353 0.168127 0.165509 0.213165 0.369391 0.229944 0.329907 0.252585 0.197779 0.275069 0.143202 0.137562 0.10555 0.104412 0.187529 0.129084 0.363692 0.0890805
threshold=0.10859000000000001 0.12675000000000003 0.073890000000000011 0.0014600000000000001 0.091775000000000009 -0.080859999999999974 -0.081189999999999984 -1.0000000180025095e-35 -0.0024599999999999995 -0.076719999999999983 -0.084874999999999992 0.097775000000000015 0.088485000000000008 -0.012224999999999998 0.090745000000000006 -0.082824999999999982 0.085835000000000009 -0.070009999999999975 -0.0070649999999999992 -0.24511999999999998 0.10766000000000002 0.089215000000000017
decision_type=2 2 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 17 5 -1 12 8 -8 10 -9 -11 13 16 -5 -15 -7 19 -19 20 -2 -21
right_child=1 -3 -4 14 -6 6 7 9 -10 11 -12 -13 -14 15 -16 -17 -18 18 -20 21 -22 -23
leaf_value=-0.0035417337539680339 -0.0029416338056841482 -0.0073253335574897365 0.013644566531039692 -0.0092278052471465224 0.014764267141291278 0.022305801583705816 -0.012169765504482771 0.0058557004595059569 0.007786818444780021 0.0056746308089298978 -0.011536296644445932 0.015764223994078189 0.00082370399876407769 0.0015103497296439592 0.0015740487075291847 0.0089200047389261638 0.011676654264122068 0.012967792869485295 0.0012063074482531668 0.0029892560969869311 0.01657093751293881 -0.0063773474898234338
leaf_weight=53 55 74 98 54 52 54 53 76 52 1173 52 75 90 87 97 400 54 93 66 60 53 55
leaf_count=53 55 74 98 54 52 54 53 76 52 1173 52 75 90 87 97 400 54 93 66 60 53 55
internal_value=0 0.00155354 0.00632422 0.00278962 0.00600754 0.00580152 0.00603097 0.00502736 -0.00226939 0.00558547 -0.00119576 0.00628242 0.00819821 0.00931066 -0.00227697 0.0076 0.0170079 0.00479709 0.00809697 0.00243621 0.00661735 -0.0014748
internal_weight=0 607 2369 533 2271 2219 2166 1481 105 1376 128 1248 685 595 151 487 108 382 159 223 108 115
internal_count=2976 607 2369 533 2271 2219 2166 1481 105 1376 128 1248 685 595 151 487 108 382 159 223 108 115
is_linear=0
shrinkage=0.16829


Tree=6244
num_leaves=25
num_cat=0
split_feature=2 4 2 0 2 2 0 12 11 0 42 43 2 4 15 157 483 16 12 15 52 15 12 4
split_gain=19.4616 9.61683 2.35383 2.1172 1.69197 1.50183 1.29244 1.24714 1.13642 0.864735 0.859097 0.551074 0.541243 0.539075 0.397041 0.235503 0.266934 0.222076 0.198544 0.163876 0.453528 0.161682 0.102247 0.0697111
threshold=0.13554000000000002 0.31392000000000003 0.10155500000000002 -0.076384999999999995 -0.007134999999999999 0.17990500000000001 -0.12851999999999997 0.09253500000000002 1.0000000180025095e-35 -0.050064999999999991 0.090295000000000014 -0.079714999999999994 0.093320000000000014 -0.16523499999999997 -0.43587999999999999 -0.087349999999999997 -0.096724999999999992 -0.10750499999999999 0.088185000000000013 0.10609500000000001 -0.092084999999999986 0.09222000000000001 0.092995000000000008 -0.0072149999999999992
decision_type=2 2 2 2 2 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 -4 13 12 -2 14 -9 15 -6 -3 -1 -17 -8 -14 20 22 -13 -19 -20
right_child=5 10 6 4 7 -7 17 11 -10 -11 -12 21 18 -15 -16 16 -18 19 23 -21 -22 -23 -24 -25
leaf_value=0.0017851908657809774 0.00038543811751014836 0.0010760959747898686 0.00096176504347183242 0.0008579268022103297 0.0018681699285199394 -2.32591477126399e-06 0.0015561104704427235 0.00098929599085963269 0.0019803198759283901 0.00090152075135832945 0.00040846458503279324 0.0012594081593768805 0.0012365915853774852 0.0014629954818089503 0.00074027194193603603 0.0018293125293284336 0.0015856303160810719 0.0015300728117641526 0.001566355755923083 0.0015125200670174366 0.0011253386382216381 0.0014672133628623003 0.0013482226428776743 0.0013965890431460277
leaf_weight=79 87 71 102 66 75 66 68 55 84 60 54 80 53 71 86 53 1248 59 62 54 95 93 97 58
leaf_count=79 87 71 102 66 75 66 68 55 84 60 54 80 53 71 86 53 1248 59 62 54 95 93 97 58
internal_value=0 0.00144607 0.00150206 0.00155007 0.00134636 0.000410661 0.00129206 0.00143246 0.0016048 0.000596324 0.000768691 0.00127932 0.00158447 0.00167137 0.000892366 0.00160646 0.00159558 0.00138228 0.00140882 0.00134341 0.00130689 0.00137132 0.00141723 0.0014846
internal_weight=0 2763 2552 2077 440 213 475 374 1637 147 211 228 1553 146 157 1380 1301 373 173 305 251 173 156 120
internal_count=2976 2763 2552 2077 440 213 475 374 1637 147 211 228 1553 146 157 1380 1301 373 173 305 251 173 156 120
is_linear=0
shrinkage=0.0032998


Tree=6245
num_leaves=31
num_cat=0
split_feature=1 2 15 150 3 150 16 133 160 13 16 1 3 1429 42 16 2 16 159 1 4 15 3 15 16 3 13 42 13 16
split_gain=14.6932 3.03527 1.8303 1.72452 1.0774 0.952476 0.836817 0.78809 0.638354 0.614944 0.590669 0.531608 0.41017 0.402541 0.374966 0.595121 0.3779 0.515804 0.360064 0.315061 0.306532 0.302079 0.288418 0.279139 0.226218 0.194679 0.148023 0.132427 0.125735 0.0845763
threshold=0.10075500000000003 0.14744000000000002 -0.40166999999999992 1.0000000180025095e-35 0.10402500000000002 0.089810000000000015 0.0077850000000000011 0.006510000000000001 -0.06668499999999998 0.036560000000000002 0.073820000000000011 0.13130500000000003 -0.029394999999999998 0.083420000000000008 0.090045000000000014 -0.15381999999999998 0.088005000000000014 -1.0000000180025095e-35 0.082200000000000009 0.14516000000000004 0.11321500000000001 -0.076594999999999983 -0.081184999999999993 -0.071844999999999978 -0.034004999999999994 -0.085894999999999985 -0.065539999999999987 0.094110000000000013 0.084770000000000026 -0.078104999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 11 7 5 6 14 12 -7 10 -8 -2 23 25 15 20 17 -17 -18 -3 -1 -5 29 -4 -14 -12 27 -24 -25 -16
right_child=1 19 3 21 -6 8 9 -9 -10 -11 13 -13 24 -15 22 16 18 -19 -20 -21 -22 -23 26 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0018557675253493308 0.00077365422242212881 0.00048743943505268853 0.0014873904717474997 0.00049167491054342418 0.00088168921463112186 0.0012798153573212912 0.0010801219281939608 0.00076577726292126867 0.00080398903060687019 0.00095479310211530558 0.0014767855495779966 0.00038937717369690413 0.0011719882041638437 0.0016502471389005825 0.0015576464616897426 0.0014393923369845293 0.001291322018944503 0.0017804792338200232 0.0015769286686647659 0.0001314774633696402 0.0015173249412151547 0.00081216075791583353 0.0011858651725941375 0.001100535961282555 0.00088458382886695943 0.0012488347979227729 0.0011031783540305651 0.0013724728566247371 0.0013156157573689625 0.0013627592855618592
leaf_weight=53 86 55 56 53 52 77 94 57 52 66 62 73 68 52 56 679 325 53 58 54 70 84 71 66 56 136 56 116 60 52
leaf_count=53 86 55 56 53 52 77 94 57 52 66 62 73 68 52 56 679 325 53 58 54 70 84 71 66 56 136 56 116 60 52
internal_value=0 0.000821983 0.000906379 0.00100455 0.00135289 0.00136438 0.00138218 0.00112376 0.00108828 0.00124855 0.0013048 0.000597447 0.00119032 0.00138914 0.00141664 0.00144394 0.0014197 0.00146414 0.00133467 0.000311415 0.00166344 0.000688434 0.00132027 0.00129086 0.00104248 0.00132039 0.00125618 0.00130181 0.00120323 0.00146414
internal_weight=0 768 659 500 2180 2128 1999 363 129 410 344 159 306 250 1589 1238 1115 732 383 109 123 137 351 182 124 198 243 187 126 108
internal_count=2948 768 659 500 2180 2128 1999 363 129 410 344 159 306 250 1589 1238 1115 732 383 109 123 137 351 182 124 198 243 187 126 108
is_linear=0
shrinkage=0.0032998


Tree=6246
num_leaves=22
num_cat=0
split_feature=2 1 1213 51 49 16 402 40 2 49 1212 16 51 16 1213 13 16 156 156 13 16
split_gain=0.551977 0.355497 0.56069 0.346651 0.271077 0.264279 0.236513 0.212735 0.214582 0.212803 0.187632 0.180366 0.149504 0.134574 0.130819 0.125913 0.156179 0.10923 0.242848 0.0792316 0.0438863
threshold=0.25063000000000007 0.080320000000000016 0.0041950000000000008 0.10876000000000001 -0.096394999999999995 -0.088824999999999987 -1.0000000180025095e-35 -0.065744999999999984 0.13554000000000002 -0.045154999999999994 0.097595000000000015 -0.013049999999999997 0.098910000000000012 -0.094854999999999981 -0.13354499999999997 -0.092844999999999997 -0.15693499999999996 0.090625000000000011 0.080810000000000007 -0.071389999999999995 -0.11227499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 6 -1 11 9 -9 12 -6 14 15 -7 -8 -17 18 -16 -5 -18
right_child=-2 2 -4 19 7 10 13 8 -10 -11 -12 -13 -14 -15 17 16 20 -19 -20 -21 -22
leaf_value=0.022027530720439763 -0.010557175656278322 0.013706959679710456 -0.012807722726581882 0.0082036334356150112 0.0046216240667116609 0.014734135606920096 0.0059503443505148261 -0.0044899909311105265 -0.0063176969680814278 0.0039841829560671735 0.015483832011959431 0.016964254795754478 -0.0022744014388464016 0.0047385759318249567 0.0055474495191690718 0.019465949925366554 0.0062686102126419249 -0.0009480953972876169 0.014605223365546453 0.01665659484768842 0.013184007273982884
leaf_weight=53 57 75 53 56 90 52 73 94 75 770 63 54 58 102 800 88 52 59 94 75 55
leaf_count=53 57 75 53 56 90 52 73 94 75 770 63 54 58 102 800 88 52 59 94 75 55
internal_value=0 0.00615486 0.0041471 0.00484562 0.00391517 0.00789315 0.0114852 0.00323541 0.0023092 0.00306014 0.00654214 0.00926259 0.00601051 0.00997024 0.00649043 0.0119547 0.0141933 0.00603873 0.00650184 0.0130568 0.00984004
internal_weight=0 2891 1342 1289 1158 1549 423 1083 939 864 1126 144 1063 370 1005 268 195 953 894 131 107
internal_count=2948 2891 1342 1289 1158 1549 423 1083 939 864 1126 144 1063 370 1005 268 195 953 894 131 107
is_linear=0
shrinkage=0.16829


Tree=6247
num_leaves=27
num_cat=0
split_feature=0 2 2 52 0 3 3 3 2 47 2 2 0 0 3 52 3 2 0 2 2 13 3 0 0 3
split_gain=0.397323 0.397611 0.314793 0.325286 0.302802 0.272064 0.212061 0.192543 0.187064 0.186861 0.449375 0.280451 0.268881 0.192753 0.182989 0.218651 0.1828 0.27883 0.228167 0.191025 0.217118 0.15356 0.149973 0.105588 0.101409 0.0732805
threshold=-0.069074999999999984 -1.0000000180025095e-35 0.16002500000000003 0.10096500000000001 0.12503500000000004 -0.064734999999999987 -0.0088549999999999983 -0.022704999999999996 -0.13746499999999998 0.102035 0.13554000000000002 0.079570000000000016 -0.23066499999999998 -0.14755499999999996 -0.090704999999999994 -0.45635499999999996 -0.115685 0.08622500000000001 -0.11991499999999998 0.10019000000000002 0.096435000000000007 -0.046389999999999994 -0.076594999999999983 -0.031129999999999998 -0.084114999999999981 -0.072649999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 8 3 4 14 -5 7 16 -2 10 11 -8 -13 -14 15 -3 17 -1 -18 20 22 25 -20 -23 -21 -16
right_child=1 2 -4 5 -6 -7 9 -9 -10 -11 -12 12 13 -15 21 -17 18 -19 19 24 -22 23 -24 -25 -26 -27
leaf_value=0.021038784052779563 -0.0007535513412220017 0.0069378104697561437 -0.0083731973683808924 -0.01253899949068573 0.01823365608466471 0.0040149634533089467 -0.0062785213506364604 0.015527141518840338 -0.014809214581998371 0.011810969250217544 -0.012682265100790027 -0.0021062552986772305 0.015445913398938856 0.0043014804887098503 0.0070689705854932007 -0.0076230334683002384 -0.0049701475265054584 0.0058645748280375517 0.0067635621598849246 0.0067877340515612502 -0.0040424304793324449 0.017139311921089525 0.0012980833565388002 0.006628986393839134 0.016479305549038342 -0.0010484391754360535
leaf_weight=59 52 56 61 52 55 61 64 68 56 54 56 77 87 90 71 61 53 83 1214 53 62 57 162 53 75 56
leaf_count=59 52 56 61 52 55 61 64 68 56 54 56 77 87 90 71 61 53 83 1214 53 62 57 162 53 75 56
internal_value=0 0.00131642 0.00305616 0.00439522 0.00660493 -0.00358689 0.00593198 0.0067217 -0.00805831 0.00255306 0.00121155 0.00366391 0.00617617 0.0097894 0.00479314 -0.000638385 0.00638066 0.012182 0.00587072 0.00623877 0.00568194 0.0074821 0.0061214 0.0120916 0.0124804 0.00347549
internal_weight=0 691 583 522 409 113 2257 1829 108 428 374 318 254 177 354 117 1761 142 1619 1566 1438 237 1376 110 128 127
internal_count=2948 691 583 522 409 113 2257 1829 108 428 374 318 254 177 354 117 1761 142 1619 1566 1438 237 1376 110 128 127
is_linear=0
shrinkage=0.16829


Tree=6248
num_leaves=26
num_cat=0
split_feature=4 2 12 150 2 2 2 12 15 4 3 2 4 130 3 2 15 12 4 4 12 157 2 2 15
split_gain=13.4453 5.55947 2.22359 1.17984 1.25622 1.48697 1.16651 1.01662 0.6219 0.74692 0.557591 0.487547 0.449754 0.368291 0.355844 0.566906 0.288757 0.245893 0.232574 0.226533 0.222201 0.141206 0.112751 0.0956583 0.0291017
threshold=0.31392000000000003 0.13388500000000003 1.0000000180025095e-35 0.085360000000000005 0.072175000000000017 0.092935000000000004 0.15205000000000002 0.093125000000000013 -0.0039399999999999991 0.0040650000000000009 -0.080854999999999996 0.14870000000000003 0.0033150000000000007 1.0000000180025095e-35 -0.15415499999999996 0.096435000000000007 -0.46483499999999994 0.10595000000000002 -0.088709999999999983 -0.066714999999999983 0.083535000000000012 -0.0062799999999999991 0.094355000000000008 0.099435000000000009 -0.069034999999999985
decision_type=2 2 2 2 2 2 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 21 10 14 9 -7 -2 -3 13 17 -4 18 -12 19 -16 -9 -20 -6 -15 24 -14
right_child=6 11 7 -5 5 8 -8 12 -10 -11 16 -13 23 22 15 -17 -18 -19 20 -21 -22 -23 -24 -25 -26
leaf_value=0.00080998416316914489 0.00083305111364082788 0.0007867162364840419 0.0016331573264789518 0.00074157454209941077 0.0014331063499912183 0.00068652777922542717 6.9376483266374734e-05 0.0012439487437198751 0.0013053772193810681 0.0012210891436003318 0.00065181716618366737 0.00037140899781315295 0.0010765538003037905 0.0015555358915693989 0.0011797313922523353 0.00109276458394951 0.00038220072484161557 0.0013857259643199839 0.0015871882829323273 0.0010505186077582858 0.0013829293841027919 0.0016782452625350025 0.001335628376517788 0.0011681634006215837 0.00095546793118236146
leaf_weight=90 82 57 58 94 52 64 53 214 81 52 79 68 52 54 60 79 98 85 64 100 1057 58 56 87 54
leaf_count=90 82 57 58 94 52 64 53 214 81 52 79 68 52 54 60 79 98 85 64 100 1057 58 56 87 54
internal_value=0 0.00124078 0.0012746 0.00107505 0.00115392 0.00125463 0.00051616 0.00132309 0.00108244 0.000926462 0.000607451 0.000561071 0.00122121 0.00127304 0.00137732 0.00136552 0.000502737 0.00122585 0.00138373 0.00118246 0.00139462 0.00156268 0.0014439 0.00108434 0.0010152
internal_weight=0 2636 2511 491 397 307 312 2020 197 116 259 125 702 509 1318 1260 177 399 1181 314 1121 110 110 193 106
internal_count=2948 2636 2511 491 397 307 312 2020 197 116 259 125 702 509 1318 1260 177 399 1181 314 1121 110 110 193 106
is_linear=0
shrinkage=0.0032998


Tree=6249
num_leaves=13
num_cat=0
split_feature=10 1443 40 9 4 52 10 4 2 52 13 52
split_gain=0.387448 0.250419 0.21308 0.201048 0.261125 0.549878 0.268774 0.203432 0.179298 0.284777 0.281867 0.0937657
threshold=-0.092019999999999977 0.087980000000000017 0.09888000000000001 -1.0000000180025095e-35 -0.15504999999999997 -0.082174999999999984 0.043560000000000008 -0.40515499999999993 0.093320000000000014 -0.092084999999999986 -0.091559999999999989 -0.55901999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 11 8 -7 10 -10 -6 -5
right_child=1 -3 -4 4 6 7 -8 -9 9 -11 -12 -13
leaf_value=-0.0066178181343576285 -0.0024163374023709887 -0.0061981061366320521 -0.0046150275824787838 0.0095083368492068741 0.013163969848611561 0.012820552375365859 -0.0065534403898931575 0.027452584976080267 0.0099553822733514687 0.002009885273043889 0.0059166756272643296 0.0004741667898814815
leaf_weight=80 84 53 58 54 171 55 52 54 160 639 1405 83
leaf_count=80 84 53 58 54 171 55 52 54 160 639 1405 83
internal_value=0 0.00524651 0.00546262 0.00567528 0.00593024 0.0111617 0.00539924 0.0200859 0.0056617 0.00360322 0.00670417 0.00404819
internal_weight=0 2868 2815 2757 2673 246 2427 109 2375 799 1576 137
internal_count=2948 2868 2815 2757 2673 246 2427 109 2375 799 1576 137
is_linear=0
shrinkage=0.16829


Tree=6250
num_leaves=28
num_cat=0
split_feature=1 12 1 1 2 12 15 3 1 2 49 15 403 15 12 52 43 12 48 1446 42 15 52 52 12 15 2
split_gain=19.99 3.68067 2.56629 2.54471 1.38585 1.19144 0.559105 0.660875 0.501621 0.558357 0.552415 0.433812 0.426598 0.295824 0.293914 0.374826 0.274487 0.25715 0.222392 0.21052 0.196487 0.189921 0.147213 0.13262 0.129582 0.112713 0.102139
threshold=0.11477000000000001 0.056995000000000011 0.10123500000000001 0.13662500000000002 0.113445 0.092235000000000025 0.039965000000000007 -0.09738999999999999 0.086165000000000005 0.097845000000000015 -1.0000000180025095e-35 -0.10436999999999999 -0.081224999999999992 -0.2987999999999999 0.09253500000000002 -1.0000000180025095e-35 -0.080684999999999993 0.091680000000000011 0.083540000000000017 0.083705000000000016 0.08400500000000001 0.090880000000000016 -0.081429999999999989 -0.030234999999999995 0.085785000000000014 -0.45371999999999996 0.088615000000000013
decision_type=2 2 2 2 2 2 2 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 6 25 11 17 9 23 -10 26 -13 -5 20 -16 21 -8 -4 24 -14 -9 -6 -1 -18 -2 -3
right_child=3 4 18 13 22 -7 7 16 10 -11 -12 12 14 -15 15 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0015706238765454458 0.00063307922357921334 0.0017569495756690578 0.00080424911719631368 0.00024780504295007528 0.0013919853200427619 0.0012308215826939658 0.0020022540400718913 0.0015863157571511164 0.0010569792521810059 0.0012818976919638059 0.0014530610700086628 0.0011981633340139022 0.0016604437590587323 0.00053102190372573141 0.0015352205280501638 0.0012552388085109059 0.0014959024474649715 0.0017003369296313634 0.0010406529285689548 0.0017923379797336113 0.001512501823585567 0.0013286568728669939 0.0011672542728193413 0.0018113835769133712 0.0016304520976474412 0.00081883094536229245 0.0015847582901669455
leaf_weight=56 58 90 88 81 52 88 68 68 68 58 91 52 146 81 117 98 100 61 90 81 347 63 94 52 533 103 77
leaf_count=56 58 90 88 81 52 88 68 68 68 58 91 52 146 81 117 98 100 61 90 81 347 63 94 52 533 103 77
internal_value=0 0.00149628 0.00124303 0.000711913 0.00155849 0.00092145 0.00158236 0.00163805 0.00141766 0.00154559 0.00128389 0.0015238 0.00148992 0.000389631 0.0015113 0.00140776 0.00160416 0.00185976 0.000923977 0.00163007 0.00155639 0.00146267 0.00124754 0.00168687 0.00160925 0.000752133 0.00167777
internal_weight=0 2550 503 411 2047 249 1901 974 325 166 159 927 760 162 708 215 845 129 178 714 493 131 146 108 633 161 167
internal_count=2961 2550 503 411 2047 249 1901 974 325 166 159 927 760 162 708 215 845 129 178 714 493 131 146 108 633 161 167
is_linear=0
shrinkage=0.0032998


Tree=6251
num_leaves=20
num_cat=0
split_feature=4 2 124 14 2 2 2 49 2 4 2 42 16 4 52 16 484 150 4
split_gain=27.7292 12.8046 5.3412 2.38911 2.06804 1.82642 1.58063 1.27419 1.03772 1.02263 0.923321 0.811829 0.725824 0.478716 0.345257 0.591975 0.306812 0.165482 0.117308
threshold=0.31392000000000003 0.13501500000000002 -0.048219999999999992 0.073890000000000011 0.14870000000000003 0.15305000000000002 0.10043500000000001 -0.046739999999999997 -1.0000000180025095e-35 -0.00045499999999999995 0.086275000000000004 0.091555000000000011 -0.42170999999999997 -0.084384999999999988 0.089455000000000021 0.15737500000000001 -0.064309999999999992 0.081245000000000026 -0.052619999999999993
decision_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 6 11 -3 8 -8 -4 13 -1 12 17 -10 15 -9 -11 -2 -16
right_child=4 5 3 -5 -6 -7 7 14 9 16 -12 -13 -14 -15 18 -17 -18 -19 -20
leaf_value=0.00084503727803282298 0.00095930452012537074 0.0010557671407920247 0.0014082466821506694 0.0023204778828706204 0.00012192403178649822 0.00022620031961363728 0.0011936134879917595 0.0013738114618688201 0.0019917363139409666 0.0019097019935739601 0.001380738061021815 0.00051184055401260159 0.00060757863189909501 0.0018519955421234745 0.0017315813927701925 0.0017313415737582037 0.0016422368528779638 0.0012086146432889468 0.0019528743835548203
leaf_weight=59 67 60 61 98 59 56 68 76 364 58 88 71 53 1104 59 158 291 55 56
leaf_count=59 67 60 61 98 59 56 68 76 364 58 88 71 53 1104 59 158 291 55 56
internal_value=0 0.00172819 0.00177716 0.00181469 0.000677456 0.00065559 0.00179308 0.00160862 0.00183402 0.0018483 0.00116597 0.00081055 0.000931539 0.00188667 0.00168937 0.00161537 0.00168679 0.00107199 0.00183965
internal_weight=0 2656 2540 2393 305 116 2295 417 1878 1817 147 246 175 1468 349 234 349 122 115
internal_count=2961 2656 2540 2393 305 116 2295 417 1878 1817 147 246 175 1468 349 234 349 122 115
is_linear=0
shrinkage=0.0032998


Tree=6252
num_leaves=24
num_cat=0
split_feature=4 2 12 13 11 12 2 12 41 2 4 12 2 2 4 4 4 48 40 12 4 158 2
split_gain=11.3883 3.24644 1.90452 1.45948 0.749038 0.649532 0.552035 0.529422 0.477256 0.426651 0.369696 0.593613 0.363229 0.36176 0.311495 0.310664 0.261933 0.260938 0.257483 0.246647 0.24495 0.217563 0.0672019
threshold=0.31392000000000003 0.11366500000000002 -1.0000000180025095e-35 -0.15122999999999998 1.0000000180025095e-35 -0.042789999999999988 -0.007134999999999999 0.099170000000000022 0.077915000000000012 0.14132000000000003 -0.069389999999999993 1.0000000180025095e-35 0.095965000000000009 0.096540000000000015 0.0019650000000000002 -0.045759999999999988 -0.14088999999999999 -0.0020199999999999997 -0.076799999999999993 0.083815000000000014 0.41696500000000003 -1.0000000180025095e-35 0.12026500000000001
decision_type=2 2 2 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 10 18 -1 20 -6 15 12 14 16 -8 -12 -5 -4 -13 -2 -18 -7 -19 -17
right_child=5 3 4 9 8 7 13 -9 -10 -11 11 17 -14 -15 -16 22 19 21 -20 -21 -22 -23 -24
leaf_value=0.00052144348145462163 0.00036802306176519927 0.00027419726459822392 0.00091942037782035183 0.0011407081173728185 0.0014682078464029267 0.0007974177642352348 0.0010742765199504107 0.00023614258804865228 0.0010827547264782324 0.00060685271706831256 0.00065013330162982301 0.0013020589991668049 0.0013326624757899787 0.00073420105643102725 0.0010045437757541752 0.00091305177082165554 0.0013535388972703171 0.0012566968434923878 7.0098488187706574e-05 0.0011206827756827043 0.0004920948343151622 0.0010511211278216321 0.00073957343162517678
leaf_weight=64 54 65 67 52 101 52 65 56 55 63 57 55 100 74 53 52 55 62 77 703 66 860 53
leaf_count=64 54 65 67 52 101 52 65 56 55 63 57 55 100 74 53 52 55 62 77 703 66 860 53
internal_value=0 0.00104254 0.00108257 0.000709433 0.00111123 0.000369114 0.000776363 0.00050137 0.00133254 0.000837865 0.00109405 0.00105238 0.00114298 0.000893483 0.000821215 0.00093034 0.00111995 0.00107837 0.000193176 0.00113763 0.000626942 0.00106498 0.000825822
internal_weight=0 2656 2371 285 2168 305 203 174 156 220 2012 1087 925 139 110 157 825 977 131 758 118 922 105
internal_count=2961 2656 2371 285 2168 305 203 174 156 220 2012 1087 925 139 110 157 825 977 131 758 118 922 105
is_linear=0
shrinkage=0.0032998


Tree=6253
num_leaves=20
num_cat=0
split_feature=2 52 0 16 0 0 0 2 0 41 16 0 158 43 159 43 0 42 0
split_gain=0.494163 0.292502 0.273791 0.466914 0.301449 0.270563 0.251042 0.258842 0.168667 0.169177 0.192186 0.188235 0.154079 0.151921 0.144661 0.161622 0.159226 0.100877 0.104419
threshold=0.11585500000000001 0.50830000000000009 -0.074904999999999985 -0.23389999999999997 -0.0058249999999999994 -0.23089999999999997 -0.067664999999999989 -1.0000000180025095e-35 -0.071524999999999991 0.082560000000000008 -0.15105999999999997 -0.097774999999999987 0.080695000000000003 -0.069944999999999993 0.090695000000000012 -0.081934999999999994 0.12366000000000001 0.097585000000000019 -0.060094999999999989
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 17 -1 8 -8 9 10 12 -12 -7 -3 15 -9 -17 18 -4
right_child=2 13 4 -5 -6 6 7 14 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=-0.004043033294854924 0.0027455841631523212 0.010330272825189963 0.010184347744911705 -0.016617693534667782 -0.0063835922163706683 -0.00051912029786569563 -0.0036897573572686549 -0.0032267855947425727 0.015333323431240019 0.016426134166758675 0.012807429771015288 0.0075712644524666677 0.009754803332486562 0.021665601041055089 0.013559206441233944 0.0040321397760627381 0.014755544219501615 0.01241552591114768 0.00032629698660142735
leaf_weight=58 98 78 55 55 54 132 98 60 95 66 229 1338 60 60 61 163 52 80 69
leaf_count=58 98 78 55 55 54 132 98 60 95 66 229 1338 60 60 61 163 52 80 69
internal_value=0 0.00772448 0.00143083 -0.00420333 0.00477899 0.00729193 0.00757198 0.00390884 0.00839906 0.00803712 0.00772133 0.00833762 0.00268212 0.0152717 0.00613044 0.00447607 0.00663406 0.00774259 0.00471331
internal_weight=0 2550 411 153 258 2412 2354 434 1920 1825 1759 1567 192 138 336 275 215 204 124
internal_count=2961 2550 411 153 258 2412 2354 434 1920 1825 1759 1567 192 138 336 275 215 204 124
is_linear=0
shrinkage=0.16829


Tree=6254
num_leaves=28
num_cat=0
split_feature=4 133 39 52 133 15 15 3 42 4 10 16 15 52 16 16 484 51 49 43 43 43 1212 131 3 4 133
split_gain=0.521841 0.230429 0.329217 0.300521 0.205351 0.186415 0.366645 0.317149 0.289739 0.187139 0.174953 0.218047 0.201005 0.268085 0.146425 0.199593 0.145119 0.122226 0.115869 0.11004 0.107194 0.1475 0.127139 0.102019 0.0869657 0.0788996 0.0725471
threshold=0.0033150000000000007 0.09581000000000002 0.089030000000000012 0.50830000000000009 0.11330000000000001 0.039965000000000007 -0.039149999999999997 -0.10337499999999998 0.085345000000000018 -0.49269499999999994 -1.0000000180025095e-35 -0.54752499999999993 0.0047550000000000005 0.029970000000000007 -0.082359999999999989 -0.076439999999999994 -0.065464999999999982 -0.0032349999999999996 -0.0072349999999999992 -0.093039999999999984 -0.011209999999999999 -0.0073499999999999998 0.087750000000000009 0.082750000000000004 -0.07798999999999999 0.27120500000000008 0.5074550000000001
decision_type=2 2 2 2 2 2 2 2 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 19 -7 9 -8 -2 -12 13 16 -6 -16 -13 -15 -18 -1 22 -22 -9 -21 -20 -19 -17
right_child=10 4 -4 -5 14 7 8 20 -10 -11 11 12 -14 17 15 26 18 25 24 23 21 -23 -24 -25 -26 -27 -28
leaf_value=0.014235468618817148 -0.005819347761646396 0.018490262736616251 -0.0059016807806196499 0.018003654570771552 0.0011047947976775638 0.019558230435726128 0.0095632428816825616 0.0022287523595888943 -0.0069344935900468741 0.00087983791728837401 0.012623887772040534 0.006958968592663423 0.010600675046953049 -0.00091487116871230816 0.017275205232681404 0.0038323868993312359 -0.0085866101214627805 0.0052962740080476408 -0.0050404769494082373 0.0055864106713979841 0.015482211015352217 0.0073162713155055688 0.011278794269245055 0.012725763479809683 0.00090368194278655546 0.012813215503121018 0.011644814804911049
leaf_weight=69 70 81 60 65 56 65 101 185 97 233 61 55 72 54 84 87 68 102 101 312 78 331 58 70 224 66 56
leaf_count=69 70 81 60 65 56 65 101 185 97 233 61 55 72 54 84 87 68 102 101 312 78 331 58 70 224 66 56
internal_value=0 0.00714418 0.00632937 0.00677148 0.0109984 0.00631376 0.0046708 0.0083323 0.00115602 0.00351104 0.00224104 0.00294593 0.00214788 0.00123684 0.00884771 0.0107499 -0.00112949 0.00602022 -0.00226604 0.00802573 0.00721039 0.00887798 0.00439624 0.00689937 -0.000938052 0.00826005 0.00690436
internal_weight=0 2088 1724 1664 364 1599 882 717 431 334 873 803 742 670 283 227 448 222 393 451 652 409 243 382 325 168 143
internal_count=2961 2088 1724 1664 364 1599 882 717 431 334 873 803 742 670 283 227 448 222 393 451 652 409 243 382 325 168 143
is_linear=0
shrinkage=0.16829


Tree=6255
num_leaves=29
num_cat=0
split_feature=12 9 13 13 12 132 150 150 13 12 50 402 483 457 13 157 159 51 51 13 481 12 13 51 13 160 13 13
split_gain=9.35366 2.84152 2.02291 1.27748 0.898935 0.850598 0.565247 0.77847 0.682284 0.442119 0.289041 0.27215 0.242231 0.241561 0.206183 0.197242 0.191759 0.230165 0.138774 0.13573 0.132862 0.131367 0.0902612 0.0590975 0.0590204 0.091114 0.0587507 0.0427717
threshold=0.056995000000000011 -1.0000000180025095e-35 -0.27740999999999993 -0.16392499999999996 0.09253500000000002 0.08018500000000002 1.0000000180025095e-35 -0.074759999999999979 -0.032959999999999996 0.13936000000000001 0.082725000000000007 -0.025489999999999995 -0.088759999999999992 0.084550000000000014 -0.078439999999999996 -0.087084999999999982 0.040460000000000003 -0.097504999999999981 -0.13246499999999997 -0.098524999999999988 -0.050084999999999991 0.087325000000000014 -0.43902499999999994 0.10387500000000001 -0.08237499999999999 -0.031699999999999992 -0.011694999999999999 0.0066400000000000009
decision_type=2 2 2 2 2 2 2 2 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 -2 10 6 7 -4 -9 14 11 21 -13 -8 -6 -14 17 27 -10 -17 -12 -5 -3 -19 25 -22 -26 -16
right_child=3 2 5 4 9 -7 13 8 18 -11 20 12 15 -15 16 19 -18 23 -20 -21 24 -23 -24 -25 26 -27 -28 -29
leaf_value=0.0002341917816015266 0.00070125929393132847 0.00033513558984159958 0.0006628969570970435 0.0015107300760202104 0.0012893092110461003 0.00056207909361594838 0.00063707517868613779 0.00083175448280785845 0.0010285890043344431 0.0008365405200879087 0.001489996916463558 0.001431768045090007 0.0013965127613892775 0.00091914089601610467 0.0010264340463921049 0.0013437009740427 0.0012717891718895295 0.0011424023039885115 0.0012135531918308962 0.0011717761456251845 0.0013623991382136313 0.0012738187657202981 0.00052896796776292305 0.0010179101905781189 0.0014470025130939044 0.0011669232675280351 0.0012846105000453576 0.0008863845217958132
leaf_weight=94 57 56 56 53 92 65 68 88 61 57 63 53 53 67 57 57 83 454 197 721 52 56 52 52 59 62 53 52
leaf_count=94 57 56 56 53 92 65 68 88 61 57 63 53 53 67 57 57 83 454 197 721 52 56 52 52 59 62 53 52
internal_value=0 0.000773849 0.000845246 0.00119026 0.00120334 0.000919901 0.000963148 0.00102546 0.00108404 0.00111954 0.00125867 0.00123154 0.00121204 0.000777324 0.00113991 0.00119799 0.00112017 0.00109965 0.00116996 0.00118442 0.00135177 0.00138934 0.000428788 0.00112968 0.00131308 0.0012564 0.00137047 0.000959945
internal_weight=0 804 710 2186 2129 602 537 402 346 847 1282 993 884 135 790 831 698 615 258 778 289 109 108 506 226 114 112 109
internal_count=2990 804 710 2186 2129 602 537 402 346 847 1282 993 884 135 790 831 698 615 258 778 289 109 108 506 226 114 112 109
is_linear=0
shrinkage=0.0032998


Tree=6256
num_leaves=21
num_cat=0
split_feature=3 15 9 16 14 48 1 1 16 1 3 15 15 12 16 3 48 12 1 1
split_gain=0.41789 0.360705 0.303338 0.289338 0.36509 0.249296 0.330149 0.246112 0.234014 0.554639 0.232085 0.212685 0.275521 0.194999 0.250885 0.112204 0.105766 0.101627 0.0889402 0.0299288
threshold=0.11745500000000002 -0.0088349999999999974 -1.0000000180025095e-35 0.25032500000000008 -0.13131999999999996 0.118025 0.095435000000000006 0.14132000000000003 -0.093874999999999986 0.077375000000000013 -0.021559999999999996 -0.050529999999999999 -1.0000000180025095e-35 0.085845000000000019 -0.40885499999999991 -0.082294999999999993 0.091045000000000015 0.087255000000000013 0.099355000000000013 0.089455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 -1 4 -4 6 8 16 9 -6 -10 15 -13 14 -8 -5 -2 -14 -15 -17
right_child=1 -3 3 11 5 -7 13 -9 10 -11 -12 12 17 18 -16 19 -18 -19 -20 -21
leaf_value=-0.0038880530854532528 0.012247747266989951 -0.012331137509903443 0.019383011526746177 0.011629907246838978 0.007137815462193893 0.017658083262440189 0.0049794082502274744 -0.0066890428783960097 0.0078556489306941032 -0.0087673996385711148 0.015746751117630402 -0.011408456742803268 0.0078724304793047345 0 -0.0084253554441377065 0.0052996327421756155 0.0023104185100431512 -0.0021611879327485197 0.0082216775930276428 0
leaf_weight=80 57 60 69 67 289 60 71 54 1362 79 115 59 56 54 89 72 66 58 120 53
leaf_count=80 57 60 69 67 289 60 71 54 1362 79 115 59 56 54 89 72 66 58 120 53
internal_value=0 -0.00104924 0.00630892 0.00661478 0.0073114 0.00693859 0.00664259 0.00276498 0.00752427 0.0037185 0.00847127 0.00220489 -0.002067 0.0017669 -0.00246576 0.0060634 0.00693013 0.00275185 0.00566934 0.00306539
internal_weight=0 237 2753 2673 2308 2239 2179 177 1845 368 1477 365 173 334 160 192 123 114 174 125
internal_count=2990 237 2753 2673 2308 2239 2179 177 1845 368 1477 365 173 334 160 192 123 114 174 125
is_linear=0
shrinkage=0.16829


Tree=6257
num_leaves=14
num_cat=0
split_feature=9 13 10 474 1429 16 13 475 475 13 16 4 51
split_gain=0.237428 0.239274 0.304392 0.177022 0.220539 0.287509 0.258983 0.231466 0.244624 0.183946 0.132416 0.114836 0.0741715
threshold=-1.0000000180025095e-35 -0.17030499999999998 -0.082174999999999984 0.095575000000000007 -0.086994999999999989 0.25032500000000008 0.011265000000000002 -0.085684999999999997 -0.06890499999999998 -0.025319999999999999 0.51165500000000008 0.0043700000000000006 -0.085489999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 -3 4 -4 7 10 12 -9 -5 -7 -2 -6
right_child=1 2 3 9 5 6 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.0035505383562444248 -0.0064038336473419442 0.016450124225796739 0.0156451418199152 0.0057316357452089559 0.017444510809222828 -0.0011076879847194455 -0.0082531737502480312 -0.0023905235008961235 0.0052793332663242792 0.017888441234678455 0.0075762661504832803 0.0026780718918367917 0.0084825080741459304
leaf_weight=94 70 69 52 85 52 109 85 125 1952 61 91 90 55
leaf_count=94 70 69 52 85 52 109 85 125 1952 61 91 90 55
internal_value=0 0.00503253 0.00540258 0.00511609 0.00478486 0.0045554 -0.000466026 0.00521149 0.00481687 0.0108232 0.00283453 -0.00128403 0.0128547
internal_weight=0 2896 2736 2667 2521 2469 285 2184 2077 146 200 160 107
internal_count=2990 2896 2736 2667 2521 2469 285 2184 2077 146 200 160 107
is_linear=0
shrinkage=0.16829


Tree=6258
num_leaves=11
num_cat=0
split_feature=1 9 15 151 147 13 13 455 1 3
split_gain=0.275725 0.212178 0.206398 0.15657 0.172485 0.144202 0.240133 0.196914 0.192929 0.183306
threshold=0.13699000000000003 0.089020000000000016 -0.2987999999999999 0.10365500000000001 0.093085000000000015 -0.16392499999999996 -0.098524999999999988 0.087505000000000013 0.09518500000000002 -0.081134999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 9 8 -8 -7
right_child=2 -3 -4 -5 -6 6 7 -9 -10 -11
leaf_value=-0.0021703077306984846 -0.0078851932615283532 0.014632253425954537 0.0036968815048907342 -0.0040570867745681003 0.013523873800754321 0.017611371698521349 0.0046021078902482625 0.014287768245798483 0.00090490600787863256 0.0043123444840347646
leaf_weight=98 94 56 81 64 57 67 1857 52 511 53
leaf_count=98 94 56 81 64 57 67 1857 52 511 53
internal_value=0 0.00436416 -0.00251408 0.0041551 0.00435078 0.0041519 0.00439653 0.00403102 0.00380503 0.0117526
internal_weight=0 2815 175 2759 2695 2638 2540 2420 2368 120
internal_count=2990 2815 175 2759 2695 2638 2540 2420 2368 120
is_linear=0
shrinkage=0.16829


Tree=6259
num_leaves=18
num_cat=0
split_feature=156 156 1 15 130 15 1454 49 1456 52 1447 4 12 132 394 52 12
split_gain=0.191861 0.433068 0.231865 0.219984 0.190696 0.184527 0.15602 0.149927 0.129129 0.216075 0.11793 0.12348 0.0788041 0.0693061 0.062661 0.0611135 0.0371296
threshold=0.081990000000000021 0.087205000000000019 0.13699000000000003 -0.2987999999999999 -0.004089999999999999 -0.07879499999999999 0.090210000000000026 0.0033550000000000003 -0.085234999999999991 0.5140450000000002 -0.086819999999999994 -0.14345499999999997 0.084270000000000012 -0.012949999999999998 -0.085179999999999992 0.08321000000000002 0.087065000000000017
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 13 -3 8 12 16 10 -10 -12 -7 -1 -15 -16 -6
right_child=1 5 3 -5 6 7 -8 -9 9 -11 11 -13 -14 14 15 -17 -18
leaf_value=0.003225758840804649 0.018786308819335379 0.010589486918035407 -0.009636422735267566 0.0029991884293537772 0.011770996869695937 0.0080400364429907851 -0.0049015598498284695 -0.0040846094737324078 0.010661256611909153 -0.007521267278968069 -0.0018216029172700816 0.0030914188967578774 0.0012953100077723568 0.0045467473829451039 0.015201083730110197 0.0075052438225298194 0.0054665744604578221
leaf_weight=74 69 97 81 75 53 95 75 80 54 58 158 1689 103 53 63 57 56
leaf_count=74 69 97 81 75 53 95 75 80 54 58 158 1689 103 53 63 57 56
internal_value=0 0.00652586 0.00273062 -0.00355009 0.00314133 0.00426514 0.0026297 0.00205198 0.0029037 0.0025887 0.00289811 0.00267017 0.00454049 0.00757304 0.00942219 0.0115605 0.00854851
internal_weight=0 444 2546 156 2390 375 2143 278 2068 1959 1901 1847 198 247 173 120 109
internal_count=2990 444 2546 156 2390 375 2143 278 2068 1959 1901 1847 198 247 173 120 109
is_linear=0
shrinkage=0.16829


Tree=6260
num_leaves=27
num_cat=0
split_feature=42 1 97 1452 2 1 3 0 157 13 156 3 50 49 49 457 0 13 1453 13 50 0 42 42 3 13
split_gain=0.263966 0.219393 0.270725 0.250433 0.253577 0.365239 0.406201 0.242802 0.229926 0.272737 0.200505 0.157888 0.149551 0.147224 0.200379 0.144183 0.14781 0.511063 0.139373 0.131587 0.147944 0.103608 0.0930855 0.0901964 0.0884706 0.0649759
threshold=-0.09361499999999999 0.091280000000000014 -0.080629999999999993 0.081315000000000012 0.082165000000000016 0.077690000000000023 0.090170000000000014 -0.097774999999999987 -0.079594999999999985 -0.0042049999999999995 0.10455500000000002 -0.10067 0.017860000000000004 0.047620000000000003 -0.025549999999999996 0.059100000000000007 -0.10726999999999999 -0.10667999999999998 -0.070179999999999979 -0.051009999999999993 0.08568000000000002 -0.14385499999999998 0.083725000000000008 -0.10177499999999999 -0.082474999999999979 0.049070000000000009
decision_type=2 2 2 2 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 19 7 -7 22 -4 15 13 -9 23 14 -11 16 21 -18 -5 20 -2 -10 -6 25 -13 -1
right_child=1 2 8 18 5 6 -8 11 9 10 -12 24 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0072206372289709466 0.0015204468215295334 0.011605055671403275 -0.0094051239919750538 -0.010083393833473267 0.015070644429734752 -0.012472675460938129 0.0066185024368935119 -0.0045606565129390833 -0.00059443103579694817 0.0073859864115987809 0.013872101404114448 0.0023799958511084465 0.016258744715654475 0.01060468225616089 -0.0031281585876618109 -0.010035402131704806 -0.016457222158367202 0.00052811546187518958 0.0021005934934618452 0.014224311610512075 0.012771052208244779 0.008677377668685789 0.0061514319719136821 0.012178838276303823 0.0054965891537020273 0
leaf_weight=80 82 60 69 54 75 80 52 64 70 81 54 488 54 53 140 53 62 262 52 97 56 66 61 53 554 64
leaf_count=80 82 60 69 54 75 80 52 64 70 81 54 488 54 53 140 53 62 262 52 97 56 66 61 53 554 64
internal_value=0 0.00268072 0.000655725 0.003825 0.00434751 0.00347172 -0.0049383 0.00436698 -6.42348e-05 0.000700004 0.00449165 0.00353948 0.00839197 0.00263639 0.000717313 -0.00172078 -0.000758887 -0.00271662 -0.00408939 0.00946046 0.00609893 0.00389191 0.0110833 0.00622647 0.00403872 0.00402319
internal_weight=0 2685 970 1715 1609 1374 132 1242 910 841 328 1106 251 274 221 513 460 324 106 235 138 136 136 197 1042 144
internal_count=2936 2685 970 1715 1609 1374 132 1242 910 841 328 1106 251 274 221 513 460 324 106 235 138 136 136 197 1042 144
is_linear=0
shrinkage=0.16829


Tree=6261
num_leaves=11
num_cat=0
split_feature=42 31 48 447 41 42 150 150 16 0
split_gain=0.182761 0.16887 0.26315 0.251998 0.201651 0.193523 0.163629 0.225682 0.0607177 0.124786
threshold=-0.09361499999999999 -0.081774999999999973 -0.088594999999999993 0.089095000000000021 0.086260000000000017 0.13800000000000004 0.11183500000000002 0.094545000000000018 -0.012324999999999997 -0.081909999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 4 5 6 7 -4 9 -1
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11
leaf_value=0.0054443333033057191 0.011219217587932314 0.01296004178902087 0.0020718225280013077 -0.0090950876292447518 0.010568000317176246 -0.0073661736315249089 0.0096425901007381448 -0.00691494242785568 0.0037092368255672056 0.015525121589007746
leaf_weight=97 58 61 2208 59 76 64 77 82 99 55
leaf_count=97 58 61 2208 59 76 64 77 82 99 55
internal_value=0 0.00223026 0.00203111 0.0017706 0.00202703 0.00175928 0.00200678 0.00174924 0.00698323 0.00910381
internal_weight=0 2685 2627 2566 2507 2431 2367 2290 251 152
internal_count=2936 2685 2627 2566 2507 2431 2367 2290 251 152
is_linear=0
shrinkage=0.16829


Tree=6262
num_leaves=27
num_cat=0
split_feature=3 3 42 12 12 3 12 123 3 0 133 0 0 42 14 0 12 0 43 13 0 0 43 51 0 0
split_gain=11.631 5.74436 3.72788 2.66401 2.21947 1.50621 1.08527 1.01459 0.73496 0.876229 0.590856 0.575617 0.535599 0.42452 0.322817 0.899882 0.313252 0.466081 0.3495 0.244602 0.207303 0.167062 0.146834 0.0886674 0.0463479 0.0385203
threshold=-0.065674999999999983 0.28833000000000003 0.13996000000000003 -0.071274999999999991 0.056995000000000011 0.10402500000000002 0.10331000000000001 0.08901000000000002 0.076825000000000018 -0.077574999999999991 0.087455000000000019 -0.105195 -0.10934999999999999 -0.027559999999999998 0.05884000000000001 -0.11991499999999998 0.090205000000000021 -0.095199999999999993 -0.12118 -0.09219999999999999 -0.081604999999999997 -0.10726999999999999 -0.0042299999999999994 -0.09193999999999998 -0.098429999999999976 -0.078589999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 -1 8 14 10 9 24 21 -3 -7 25 15 -6 19 -18 -19 22 -21 -2 -17 -10 -5 -8
right_child=1 11 -4 5 6 12 13 -9 23 -11 -12 -13 -14 -15 -16 16 17 18 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=0.00093946292964460702 0.0010971929395742275 0.00062680959494496621 0.00033154715845630961 0.001643387709120052 0.0011309651255719457 0.00095650339937118796 0.0015048918153071382 0.00066264981779957878 0.0017969325019550201 0.001107772982563764 0.00085246877706321759 0.00019212803752719404 0.0013545672253779202 0.0011226917316312433 0.001794603913293563 0.0018806641674368417 0.0012067644555577551 0.0013249148979448022 0.0015634138345143823 0.00155511030138201 0.0016867275290484329 0.001351559716228151 0.0016291689167294105 0.0016163974699774019 0.0014910337454779744 0.0013653783149979904
leaf_weight=72 52 75 54 53 55 96 54 83 56 80 67 60 61 87 62 53 53 79 533 667 172 68 56 82 53 53
leaf_count=72 52 75 54 53 55 96 54 83 56 80 67 60 61 87 62 53 53 79 533 667 172 68 56 82 53 53
internal_value=0 0.0010642 0.00116986 0.00123009 0.00150954 0.00137751 0.00153086 0.000967338 0.00150636 0.00136998 0.00110238 0.000433879 0.00111139 0.00129574 0.0015572 0.00154836 0.00156257 0.00150676 0.00153268 0.00160168 0.00158213 0.00124163 0.00175178 0.00168991 0.00156754 0.00143612
internal_weight=0 940 805 751 1996 481 1924 270 324 186 187 135 157 194 1730 1668 1613 665 612 948 839 120 109 138 106 107
internal_count=2936 940 805 751 1996 481 1924 270 324 186 187 135 157 194 1730 1668 1613 665 612 948 839 120 109 138 106 107
is_linear=0
shrinkage=0.0032998


Tree=6263
num_leaves=26
num_cat=0
split_feature=15 12 15 150 150 13 3 14 12 12 49 3 49 3 13 12 12 0 0 160 160 13 131 3 13
split_gain=14.3654 6.49747 2.68283 2.27262 1.47464 1.0981 1.04561 0.962983 0.93027 0.794021 0.725244 0.59355 0.577153 0.626284 0.463017 0.444664 0.380611 0.380036 0.237573 0.307604 0.201671 0.296519 0.182305 0.133666 0.116643
threshold=-0.24211499999999997 0.056995000000000011 0.13248000000000001 0.088690000000000005 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.012504999999999997 -0.45687499999999998 -0.042789999999999988 0.082595000000000016 -0.06017999999999999 0.10402500000000002 -0.026279999999999998 -0.087414999999999979 -0.085919999999999982 -0.095319999999999988 0.090285000000000018 -0.076589999999999978 -0.07106999999999998 -0.021314999999999997 -0.089599999999999985 -0.078924999999999981 0.098515000000000005 0.08796000000000001 -0.083914999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 9 4 -2 15 -7 -1 14 -3 -5 23 13 -11 -9 -6 20 -17 22 -20 24 -22 -18 -8 -14
right_child=1 2 -4 10 5 6 11 8 -10 12 -12 -13 16 -15 -16 17 18 -19 19 -21 21 -23 -24 -25 -26
leaf_value=0.00059494823815982572 0.00040245384780655358 0.0015401687330419314 0.0004856004411699783 0.0005790569727427158 0.00099191069536300669 0.00069795341787595873 0.0012400356170510708 0.00015137416891694265 0.00040201498297995949 0.00067525300262573915 6.1660697860000719e-05 0.00093670845099572673 0.0014082355084689352 0.0011253508454674595 -0.00026722925409890762 0.00084814705215652123 0.0011893827648608855 0.00048991569199586203 0.00081896809851007553 0.0010968654883094953 0.0011396262339365029 0.001274969805792261 0.0010231526486940683 0.0014718083425375834 0.0012106839879602823
leaf_weight=65 67 61 65 67 56 58 62 57 81 55 53 58 93 89 58 56 499 78 53 271 416 320 88 54 56
leaf_count=65 67 61 65 67 56 58 62 57 81 55 53 58 93 89 58 56 499 78 53 271 416 320 88 54 56
internal_value=0 0.00105796 0.00114629 0.000758248 0.000858155 0.000930423 0.00108309 0.00024674 0.000131083 0.00116773 0.000350834 0.00121126 0.001156 0.000953683 -5.94412e-05 0.000743827 0.00117221 0.000639887 0.00112437 0.00105152 0.00122141 0.00119852 0.00116452 0.00134823 0.00133422
internal_weight=0 2675 2066 609 489 422 232 261 196 2001 120 174 1940 144 115 190 1796 134 911 324 885 736 587 116 149
internal_count=2936 2675 2066 609 489 422 232 261 196 2001 120 174 1940 144 115 190 1796 134 911 324 885 736 587 116 149
is_linear=0
shrinkage=0.0032998


Tree=6264
num_leaves=21
num_cat=0
split_feature=2 12 3 2 2 0 2 12 14 3 133 47 2 0 12 0 12 2 2 12
split_gain=11.8117 5.97036 2.13696 1.74837 1.49554 1.0247 0.870418 0.946436 0.642754 0.939163 0.324881 0.316399 0.276554 0.226452 0.220524 0.129728 0.127473 0.128288 0.0779032 0.0660637
threshold=0.12860500000000002 -0.041014999999999989 0.10402500000000002 0.17553000000000005 -0.026084999999999994 -0.084114999999999981 0.10251500000000001 0.085655000000000023 0.073890000000000011 -0.12077499999999998 0.024055000000000003 0.10010000000000001 0.096325000000000008 -0.22480499999999998 0.092825000000000005 -0.12368999999999998 0.11064500000000001 0.11248000000000001 0.10979000000000001 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 5 -1 -2 8 -8 9 -3 -7 13 -6 -11 -13 -4 17 19 -14 -9
right_child=3 2 15 -5 12 10 7 16 -10 11 -12 14 18 -15 -16 -17 -18 -19 -20 -21
leaf_value=9.4673470800648094e-05 4.6228406192645246e-05 0.00069807281373450328 0.00050686846577104798 -0.00023039518119388419 0.00074963420552248976 0.00039380398137110544 0.00043767752265181216 0.0011049123476295493 0.0013018721688787859 0.00082603010737131416 0.00073811263518140408 0.0010183633184329081 0.00041093936012962694 0.0010486534234522905 0.00074647250104183745 0.00071165155650884139 0.00076727984193179072 0.00085446535172624947 0.00059442004340125038 0.00094788949060855177
leaf_weight=84 72 100 91 76 95 70 54 60 87 53 53 62 53 1536 72 56 52 89 52 69
leaf_count=84 72 100 91 76 95 70 54 60 87 53 53 62 53 1536 72 56 52 89 52 69
internal_value=0 0.000917127 0.000971082 0.000193874 0.000464659 0.000359411 0.000996463 0.000837718 0.00102337 0.00101006 0.000542451 0.00102815 0.000619877 0.00104125 0.000872536 0.000585121 0.000917595 0.000953289 0.000502142 0.0010212
internal_weight=0 2665 2381 271 284 195 2234 324 1910 1823 123 1723 200 1589 134 147 270 218 105 129
internal_count=2936 2665 2381 271 284 195 2234 324 1910 1823 123 1723 200 1589 134 147 270 218 105 129
is_linear=0
shrinkage=0.0032998


Tree=6265
num_leaves=18
num_cat=0
split_feature=4 15 12 9 12 159 159 1186 1212 1212 403 42 16 1427 16 4 4
split_gain=0.429 0.319657 0.300791 0.282197 0.265824 0.212888 0.211262 0.276398 0.160242 0.316677 0.419222 0.302619 0.153904 0.149673 0.108776 0.0984024 0.084365
threshold=0.40052000000000004 -0.43091499999999999 1.0000000180025095e-35 0.037245000000000007 0.11697000000000002 0.10610000000000001 0.094385000000000011 0.085230000000000014 0.090175000000000019 0.040035000000000008 -0.085834999999999981 0.089785000000000018 -0.07964499999999998 0.082260000000000014 -0.062749999999999986 0.03851000000000001 -0.032169999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 -3 4 6 -2 7 8 9 13 -11 12 -10 -1 -6 16 -8
right_child=1 2 -4 -5 14 -7 15 -9 11 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0048166106793848798 0.0094248271128570815 -0.0014810612439618252 -0.017204746853531547 0.017541212711767146 0.0022565484840694106 -0.0030666730371077711 0.012319188825193251 -0.0071251671693214275 0.00070721818413329045 0.024630270265173403 0.0044998383010035076 0.010372572744071346 -0.011056334724863372 0.013907272872295885 -0.0084073133427435293 0.016367179348629378 0.0046844320002249976
leaf_weight=1838 89 103 52 52 53 68 77 53 77 56 62 60 53 53 55 57 90
leaf_count=1838 89 103 52 52 53 68 77 53 77 56 62 60 53 53 55 57 90
internal_value=0 -0.00134204 -0.0067677 0.00525285 0.00500487 0.00400305 0.00536162 0.00486984 0.00515976 0.00560164 0.0140685 0.000478023 -0.00407487 0.00507235 -0.00315749 0.0102978 0.00821541
internal_weight=0 312 155 2636 2584 157 2476 2252 2199 2009 118 190 130 1891 108 224 167
internal_count=2948 312 155 2636 2584 157 2476 2252 2199 2009 118 190 130 1891 108 224 167
is_linear=0
shrinkage=0.16829


Tree=6266
num_leaves=21
num_cat=0
split_feature=2 159 1374 0 34 42 13 52 13 16 16 2 2 40 52 159 156 43 133 130
split_gain=0.279424 0.210095 0.215153 0.202943 0.33505 0.234833 0.301826 0.232827 0.208934 0.416789 0.391102 0.419491 0.209989 0.190351 0.153532 0.305978 0.230717 0.254739 0.138598 0.101005
threshold=0.25063000000000007 1.0000000180025095e-35 0.088460000000000011 -0.091234999999999983 -0.0079449999999999989 -0.095444999999999988 0.032645000000000007 -0.54533999999999982 -0.10373499999999998 -0.16153499999999996 -0.0092499999999999978 0.11165000000000001 0.081055000000000016 -0.0099849999999999991 -0.063199999999999992 0.10442000000000001 0.088735000000000022 -0.076179999999999984 0.085475000000000009 0.079945000000000002
decision_type=2 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 19 13 -8 9 -1 11 12 -10 -7 16 -16 17 18 -3 -6
right_child=-2 14 -4 4 5 6 7 -9 10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=-0.0020425917238908252 -0.0081951146672676039 -0.00048038559131551506 0.012847367319387164 0.016385838474789294 0.0052283270323028146 -0.0054404782530096917 0.0067472036837022435 -0.0062347667510399994 -0.0093531706219018643 0.016161230483652048 -0.012609332549470532 0.013040326941593648 0.000716921883130839 0.0043289297278976194 0.019522301735289599 0.0048249450800489273 -0.0022749682557569504 0.01480641623196287 0.010099921793764599 0.01388771104892326
leaf_weight=80 54 93 66 60 73 59 52 157 77 64 73 66 245 1249 73 90 88 91 56 82
leaf_count=80 54 93 66 60 73 59 52 157 77 64 73 66 245 1249 73 90 88 91 56 82
internal_value=0 0.00401257 0.00336301 0.00309439 0.00402139 0.00357661 0.00293741 -0.00299621 0.000437598 0.00603552 -0.0013071 0.000814725 -0.00168556 0.00388689 0.00718794 0.0114182 0.00508021 0.0077846 0.00348405 0.00982101
internal_weight=0 2894 2403 2337 1732 1672 1517 209 605 144 461 388 322 1308 491 163 328 240 149 155
internal_count=2948 2894 2403 2337 1732 1672 1517 209 605 144 461 388 322 1308 491 163 328 240 149 155
is_linear=0
shrinkage=0.16829


Tree=6267
num_leaves=19
num_cat=0
split_feature=4 9 13 13 9 13 4 11 13 1446 3 49 12 2 1 3 156 3
split_gain=0.262188 0.233629 0.24837 0.273761 0.167416 0.175485 0.257395 0.191225 0.183036 0.13971 0.132887 0.658004 0.386146 0.126661 0.137935 0.121857 0.1197 0.0996312
threshold=0.40052000000000004 0.037245000000000007 -0.16392499999999996 -0.071564999999999976 0.037245000000000007 0.032645000000000007 -0.17568999999999999 1.0000000180025095e-35 0.066150000000000014 0.094620000000000024 -0.046079999999999989 -0.054319999999999993 0.083785000000000012 0.095965000000000009 0.078320000000000015 -0.13827999999999999 0.07881500000000001 0.040040000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 16 9 -7 10 12 -12 -8 14 -10 -15 -1 -5
right_child=1 -3 3 17 -6 8 7 -9 13 -11 11 -13 -14 15 -16 -17 -18 -19
leaf_value=0.014181730303180507 0.010697453590195036 -0.011414305841778867 -0.010758108426387511 0.0069412882189383842 0.013164257090485411 -0.0070483862003732261 0.013969933635415181 0.012876177946291076 0.0016326310275253161 0.01033746008842513 0.0095247321632781559 -0.0055151603595140495 0.0029995322563109994 0.0035388764111955076 0.012505424073183218 -0.0058338072381857089 0.0041704796062872482 -0.0022226375503087217
leaf_weight=100 55 55 68 67 52 79 97 61 89 77 131 222 1466 77 53 80 52 67
leaf_count=100 55 55 68 67 52 79 97 61 89 77 131 222 1466 77 53 80 52 67
internal_value=0 -0.00145778 0.000665998 -0.00205644 0.00369743 0.00350622 0.00408034 0.00358451 0.000150947 0.00329922 0.00301543 6.11268e-05 0.00368151 0.00205912 0.00570344 -0.00122557 0.0107686 0.00234592
internal_weight=0 312 257 202 2636 2584 2206 2054 378 1993 1916 353 1563 299 142 157 152 134
internal_count=2948 312 257 202 2636 2584 2206 2054 378 1993 1916 353 1563 299 142 157 152 134
is_linear=0
shrinkage=0.16829


Tree=6268
num_leaves=13
num_cat=0
split_feature=149 1373 31 3 15 150 3 3 15 13 403 39
split_gain=0.166356 0.162333 0.170583 0.220247 0.18451 0.191816 0.522988 0.269293 0.187341 0.134661 0.323506 0.151112
threshold=0.078645000000000007 1.0000000180025095e-35 -0.077289999999999984 0.35004500000000011 -0.41956999999999994 0.082085000000000019 -0.088484999999999994 -0.049204999999999992 -0.46772999999999992 -0.091559999999999989 -1.0000000180025095e-35 0.099965000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 9 -7 -8 -4 10 -6 -11
right_child=-2 -3 3 -5 5 6 7 -9 -10 11 -12 -13
leaf_value=0.011166740600344435 0.010297010140592823 0.010253433212723232 0.0025015969236855781 -0.0071005317494894143 0.018515581943462339 -0.016854895268660373 0.010004909328712865 -0.002480165333976238 -0.011063831502357149 0.0028284571504215931 0.0037624426124952069 -0.0059526490242199541
leaf_weight=59 78 73 57 73 52 52 76 137 58 1952 224 57
leaf_count=59 78 73 57 73 52 52 76 137 58 1952 224 57
internal_value=0 0.00241229 0.002207 0.00201327 0.00226359 0.0025614 -0.00172024 0.00196617 -0.00432448 0.00305875 0.00654853 0.00257842
internal_weight=0 2870 2797 2738 2665 2550 265 213 115 2285 276 2009
internal_count=2948 2870 2797 2738 2665 2550 265 213 115 2285 276 2009
is_linear=0
shrinkage=0.16829


Tree=6269
num_leaves=23
num_cat=0
split_feature=15 39 14 0 0 0 15 15 0 150 0 16 0 15 474 482 43 133 133 52 15 0
split_gain=6.39141 2.52438 1.13048 2.24077 0.837474 0.686147 0.703042 0.428972 0.40678 0.406578 0.498348 0.389973 1.06792 0.316196 0.284701 0.268571 0.246325 0.241686 0.551753 0.219264 0.213468 0.164696
threshold=-0.24211499999999997 0.0047850000000000011 0.073890000000000011 -0.13619499999999998 -0.074249999999999997 -0.105195 -0.43091499999999999 -0.095584999999999989 -0.09633499999999999 0.085845000000000019 -0.068669999999999995 0.070590000000000014 1.0000000180025095e-35 0.025430000000000005 0.023345000000000001 0.098715000000000011 0.22431000000000004 0.024980000000000006 -1.0000000180025095e-35 -0.0064899999999999992 -1.0000000180025095e-35 -0.057749999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 7 8 -1 21 -2 17 10 -3 12 13 -6 20 16 -10 18 -5 -9 -13 -7
right_child=1 9 -4 4 11 6 -8 19 15 -11 -12 14 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00079970494229712622 0.00097586336955633572 0.0010034968084797465 0.0014911754787911781 0.0011279193738019631 0.00082475894286321424 0.000444182071714453 0.00011648198965503227 0.00081947100655102177 0.0012329644487753576 0.00052824663882363896 0.00065092721736110908 0.00098540636965937611 0.0005291845539532145 0.0011153628517274789 0.0013289720132845114 0.001013705844584998 0.0010295857459215268 0.0012254838770969167 0.00071161595396771219 0.00054846824123444484 0.0011713608854633174 0.00070011672582423056
leaf_weight=75 88 100 90 100 54 57 56 63 1166 58 79 144 53 182 60 74 71 65 54 70 134 55
leaf_count=75 88 100 90 100 54 57 56 63 1166 58 79 144 53 182 60 74 71 65 54 70 134 55
internal_value=0 0.00109573 0.001127 0.0011132 0.00114566 0.000536755 0.000419156 0.000796226 0.00118745 0.000769965 0.00084809 0.00104363 0.000953807 0.00104902 0.00112032 0.00120963 0.00122132 0.00105455 0.000982172 0.000677103 0.00107517 0.000570179
internal_weight=0 2705 2468 2378 2157 243 168 221 1530 237 179 627 289 236 338 1311 1237 219 154 133 278 112
internal_count=2948 2705 2468 2378 2157 243 168 221 1530 237 179 627 289 236 338 1311 1237 219 154 133 278 112
is_linear=0
shrinkage=0.0032998


Tree=6270
num_leaves=31
num_cat=0
split_feature=106 4 49 157 2 15 1447 15 15 1 43 1213 1212 4 15 50 150 52 15 49 3 12 15 1212 43 52 15 2 484 48
split_gain=0.349314 0.243409 0.411192 0.474895 0.285532 0.314816 0.274976 0.213678 0.279445 0.172286 0.164018 0.254538 0.163178 0.156231 0.318283 0.182088 0.15597 0.209778 0.240815 0.391086 0.140302 0.211638 0.127506 0.0967739 0.0809706 0.076762 0.0658784 0.0584938 0.0395934 0.058371
threshold=0.085275000000000004 -0.014854999999999998 -0.0069299999999999995 -0.077294999999999989 0.08647500000000001 -0.0058149999999999999 -0.085574999999999984 -0.012569999999999998 -0.069034999999999985 0.10749500000000002 -0.011714999999999998 -0.076559999999999975 0.089185000000000014 -0.076164999999999997 0.094570000000000015 0.087520000000000014 0.11247500000000001 0.029970000000000007 -0.091934999999999989 -1.0000000180025095e-35 -0.07106999999999998 0.10082000000000001 -0.088709999999999983 0.085385000000000016 -0.029255 0.13759500000000005 -0.0087299999999999999 0.10100500000000003 -0.037689999999999994 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 2 2 2 2 2
left_child=1 2 3 -1 7 16 -4 8 9 28 12 23 20 15 -15 -13 17 18 19 -6 21 -8 -20 -12 27 -26 -5 -19 -3 -30
right_child=-2 4 6 26 5 -7 10 -9 -10 -11 11 13 -14 14 -16 -17 -18 24 22 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.024472819539051203 -0.010157383799473393 -0.0011420110441925657 -0.0078035943115368125 0.0098800212837318567 -0.018233861582056882 -0.010237060292274242 0.0052748223726923737 0.01277846551082963 -0.0060608442861034128 0.01155611686570391 0.011746927070602793 0.00022114596791684223 0.013463513009175653 -0.014761767536920255 0.0028851977568586911 0.0092271109842250922 0.0077343076080594771 -0.0029385863085741701 0.0090317617282518695 -0.0020881521604241525 0.011917592201849569 -0.0055911890581349568 -8.8412999557297046e-05 0.0028251449524403826 0.011511379898630495 0.0027350634919748075 0.0014821531952541416 0.0046661416914088854 0.0075120674727106023 0.0001518242303666369
leaf_weight=60 57 54 57 54 54 80 454 83 72 94 92 312 74 52 65 80 83 53 53 201 74 57 238 56 62 53 53 62 70 55
leaf_count=60 57 54 57 54 54 80 454 83 72 94 92 312 74 52 65 80 83 53 53 201 74 57 238 56 62 53 53 62 70 55
internal_value=0 0.0031385 0.00458994 0.0124793 0.00150207 -0.000138133 0.00362904 0.00510474 0.00325339 0.00571648 0.00412559 0.00223959 0.00600314 0.000449684 -0.00494254 0.00206368 0.000800304 5.63364e-05 -0.00173718 -0.00551429 0.00505636 0.00405925 0.00156648 0.00838326 0.00432181 0.00748227 0.00573712 0.00114573 0.00263981 0.00428793
internal_weight=0 2907 1540 167 1367 939 1373 428 345 273 1316 657 659 509 117 392 859 776 546 255 585 511 291 148 230 115 107 115 179 125
internal_count=2964 2907 1540 167 1367 939 1373 428 345 273 1316 657 659 509 117 392 859 776 546 255 585 511 291 148 230 115 107 115 179 125
is_linear=0
shrinkage=0.16829


Tree=6271
num_leaves=20
num_cat=0
split_feature=106 13 12 13 43 10 1 50 12 12 12 151 13 1446 43 1456 1 51 43
split_gain=0.241727 0.19565 0.239023 0.32227 0.311697 0.214713 0.275372 0.1861 0.220897 0.176682 0.265192 0.165784 0.348425 0.182603 0.269804 0.174821 0.0948772 0.0894409 0.0856528
threshold=0.085275000000000004 -0.092984999999999984 0.095175000000000023 -0.11760499999999999 -0.00088499999999999983 0.043560000000000008 0.14516000000000004 1.0000000180025095e-35 0.078120000000000009 -0.14392999999999997 0.081320000000000017 0.0041850000000000004 -0.0083299999999999989 1.0000000180025095e-35 -0.022159999999999996 -0.088304999999999981 0.092485000000000026 -0.015619999999999997 0.037915000000000011
decision_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 7 11 -9 -1 -11 13 -13 15 -15 -3 17 -10 -18
right_child=-2 5 -4 4 -6 -7 -8 8 16 10 -12 12 -14 14 -16 -17 18 -19 -20
leaf_value=0.01361067115964535 -0.0084480002883736069 -0.0056982468194488279 -0.010386709844397482 0.0022512685898706851 -0.014357064082323885 -0.0074326239353353432 0.015508754153598781 0.01533825018105673 0.0086349337012742548 -0.0032556784307119528 0.011563759149203474 0.0050768334195527721 -0.013210659331575688 -0.0098171979901852911 0.0043078370523883464 0.003620804611546148 0.013242124962914211 0.0017586723215374789 0.0038969470051016244
leaf_weight=52 57 59 63 67 61 53 52 63 68 93 54 61 57 77 76 1580 60 258 53
leaf_count=52 57 59 63 67 61 53 52 63 68 93 54 61 57 77 76 1580 60 258 53
internal_value=0 0.00261126 -0.000892544 0.000931113 -0.0056496 0.00315488 0.00338334 0.00312119 0.00600692 0.00517296 0.00217598 0.0023618 -0.00374173 0.0027647 -0.0027891 0.00328425 0.00466371 0.0031985 0.00887489
internal_weight=0 2907 390 327 128 2517 2464 2412 502 199 147 1910 118 1792 153 1639 439 326 113
internal_count=2964 2907 390 327 128 2517 2464 2412 502 199 147 1910 118 1792 153 1639 439 326 113
is_linear=0
shrinkage=0.16829


Tree=6272
num_leaves=12
num_cat=0
split_feature=123 0 3 12 13 12 0 159 15 0 0
split_gain=0.188428 0.186858 0.607383 0.409029 0.280147 0.262408 0.123053 0.360914 0.186957 0.259628 0.117538
threshold=0.11029000000000001 0.10446500000000002 -0.10519499999999998 -0.22686499999999998 -0.15325499999999995 0.11984500000000002 -0.029849999999999998 0.030370000000000005 -0.40166999999999992 -0.048199999999999993 -0.14043999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 10 6 8 -8 -6 -10 -5
right_child=-2 2 -4 4 5 -7 7 -9 9 -11 -12
leaf_value=0.017282920098339136 -0.0077565939621364521 0.0049423747582819774 -0.017086023645883998 0.00035339479621244703 -0.0055697202260867086 0.011804181796812434 -0.0095183362709122966 0.0080103362442212386 0.0025755628194190213 0.014502486865608653 -0.0095540450373851112
leaf_weight=52 55 91 58 60 77 85 84 55 2217 53 77
leaf_count=52 55 91 58 60 77 85 84 55 2217 53 77
internal_value=0 0.00217971 -0.00362038 0.00249348 0.00220883 0.00260442 0.00228914 -0.00256961 0.00257767 0.00285482 -0.00520191
internal_weight=0 2909 149 2760 2708 2571 2486 139 2347 2270 137
internal_count=2964 2909 149 2760 2708 2571 2486 139 2347 2270 137
is_linear=0
shrinkage=0.16829


Tree=6273
num_leaves=29
num_cat=0
split_feature=4 12 150 13 12 41 42 4 4 15 0 12 42 12 4 0 16 16 1447 1447 0 15 4 15 0 15 13 42
split_gain=13.7242 5.84944 2.18575 1.26741 1.04261 0.825366 0.702276 0.812102 0.654849 0.959241 0.663 0.532233 0.62516 0.275292 0.27941 0.238039 0.336068 0.207767 0.172009 0.384564 0.260464 0.249928 0.243674 0.167846 0.157289 0.143382 0.193122 0.0414823
threshold=0.31392000000000003 0.056995000000000011 0.090965000000000004 -1.0000000180025095e-35 0.096990000000000007 0.078150000000000011 1.0000000180025095e-35 -0.0018749999999999997 -0.029404999999999997 -0.097144999999999981 -0.031129999999999998 -0.083219999999999988 0.089470000000000008 0.11619500000000001 -0.076329999999999995 -0.096109999999999987 -0.11227499999999999 -0.45743999999999996 -0.084999999999999978 -0.086879999999999999 -0.085349999999999995 -0.028079999999999997 -0.34140499999999996 0.10356000000000001 -0.068419999999999995 -0.069034999999999985 -0.052719999999999996 0.086135000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 15 7 -1 10 -10 -5 -2 17 14 -6 16 27 -13 19 -17 21 -20 -22 25 -15 -16 -27 -3
right_child=11 4 -4 8 13 -7 -8 -9 9 -11 -12 12 -14 24 23 18 -18 -19 20 -21 22 -23 -24 -25 -26 26 -28 -29
leaf_value=0.0005881667182473701 0.00034662245747365893 0.001461797307731164 0.0004877475562248134 0.0016988336559061242 0.0014492074977727485 0.0017939416652986405 0.0011859350574691578 0.0010842340350397074 0.0013960571936761292 0.00082099869544039763 0.0012064975276121423 0.00086259799135215672 0.00037803816540978551 0.0012410296901277629 0.0012836772219981946 0.0014894692109415082 0.0010724212728032553 0.00061980902502249582 0.0014039511258366064 0.0010857540127899858 0.0016131095932034717 0.0015726574858280738 0.0013822023061399479 0.0013929268726809087 0.00099374410895801749 0.00095474586546296725 0.0012379233578988815 0.0013210133375353564
leaf_weight=96 86 54 79 52 90 62 65 58 57 72 72 95 65 52 94 52 56 67 176 53 55 228 837 58 67 52 57 57
leaf_count=96 86 54 79 52 90 62 65 58 57 72 72 95 65 52 94 52 56 67 176 53 55 228 837 58 67 52 57 57
internal_value=0 0.0012994 0.000996567 0.00108165 0.00137884 0.00141848 0.000897287 0.000775226 0.00124111 0.00107537 0.00141325 0.000568568 0.000652498 0.00124132 0.00128841 0.00140361 0.0012836 0.000762403 0.00141789 0.00128602 0.00142854 0.00149925 0.00139648 0.00123283 0.0011021 0.00118692 0.00110315 0.00138982
internal_weight=0 2651 551 472 2100 1630 219 154 253 129 124 313 227 470 351 1568 167 162 1401 105 1296 404 892 261 119 203 109 111
internal_count=2964 2651 551 472 2100 1630 219 154 253 129 124 313 227 470 351 1568 167 162 1401 105 1296 404 892 261 119 203 109 111
is_linear=0
shrinkage=0.0032998


Tree=6274
num_leaves=12
num_cat=0
split_feature=4 376 1 43 41 2 4 4 43 16 481
split_gain=0.181332 0.152885 0.17003 0.159646 0.188318 0.189548 0.244559 0.226567 0.410789 0.203819 0.175497
threshold=0.51395000000000002 0.084770000000000026 0.14684500000000003 0.42018500000000009 0.088420000000000012 0.086545000000000025 0.070065000000000016 -0.013359999999999999 0.080350000000000019 -0.0098949999999999975 -0.086574999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 10 8 -7 -9 -1
right_child=-2 -3 -4 -5 -6 7 -8 9 -10 -11 -12
leaf_value=-0.0053515934269596412 -0.0047039067369775639 -0.0039386500907791222 0.012643596696263314 0.011820474333964642 -0.0062790794931135646 0.0050356097807693683 0.013185246430652107 0.0015672930327486896 -0.0087713021765590329 -0.0043656892473326828 0.0044046263779340027
leaf_weight=55 92 90 52 56 64 676 87 504 67 243 978
leaf_count=55 92 90 52 56 64 676 87 504 67 243 978
internal_value=0 0.00287919 0.0031004 0.00291796 0.00273085 0.00295247 0.00460759 0.00170715 0.00378815 -0.000360308 0.00388344
internal_weight=0 2872 2782 2730 2674 2610 1120 1490 743 747 1033
internal_count=2964 2872 2782 2730 2674 2610 1120 1490 743 747 1033
is_linear=0
shrinkage=0.16829


Tree=6275
num_leaves=31
num_cat=0
split_feature=1 2 1 2 11 124 15 11 15 15 51 40 1 131 150 42 15 15 42 42 1213 2 42 151 1 15 2 49 42 131
split_gain=16.8687 3.66639 2.24702 2.05665 2.00649 1.30382 0.92605 0.724303 0.597322 0.427485 0.34628 0.338385 0.336099 0.389733 0.327128 0.286408 0.250239 0.288408 0.178586 0.386642 0.153492 0.173137 0.168705 0.105055 0.101922 0.0930805 0.0881385 0.0774146 0.0640987 0.0560827
threshold=0.12072500000000001 0.10060500000000001 0.081315000000000012 0.14744000000000002 0.08235000000000002 -0.083859999999999976 -0.19153499999999998 1.0000000180025095e-35 -0.45371999999999996 0.025430000000000005 -1.0000000180025095e-35 -0.037459999999999993 0.089605000000000018 0.082750000000000004 1.0000000180025095e-35 0.11517500000000001 0.089475000000000013 -0.07990499999999999 -0.080354999999999982 0.083725000000000008 -0.0074849999999999995 0.085730000000000015 -0.080904999999999991 -0.084084999999999979 0.10540500000000001 0.043560000000000008 0.088735000000000022 0.089215000000000017 0.10580000000000002 0.096590000000000023
decision_type=2 2 2 2 2 2 2 2 2 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 6 11 -1 8 12 -2 -9 -8 -4 20 16 -13 18 17 -14 -3 -20 22 25 -7 -23 29 -22 -24 -21 -18 -15
right_child=3 2 4 -5 -6 7 10 9 -10 -11 -12 14 13 24 -16 -17 28 -19 19 27 21 23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00095617091115724037 0.00069059383793112659 0.0014677031419224626 0.00052314847913984745 0.00010716298740044666 0.0013372731850896118 0.0012017185453074666 0.0010860817578425561 0.0014533157002265408 0.00021402842781787713 0.0018432419266300902 0.00071734712826948337 0.00092134423563201742 0.0012475888043456933 0.0012698833160065398 0.00061183993287271677 0.0010481739518250065 0.0013825368048810708 0.00091371255168469284 0.0011177541895504635 0.0014903916375277858 0.0014154413672053498 0.0014739872065615044 0.0014147833804636746 0.0013714096358055142 0.0015290907116683977 0.0015352558306038089 0.0012537911006713779 0.0013067229575578769 0.0012199652256187352 0.0014315703855063999
leaf_weight=78 63 69 65 97 79 81 54 67 53 59 59 102 62 54 60 52 67 54 99 59 133 147 189 599 59 188 52 53 54 54
leaf_count=78 63 69 65 97 79 81 54 67 53 59 59 102 62 54 60 52 67 54 99 59 133 147 189 599 59 188 52 53 54 54
internal_value=0 0.00130619 0.00108815 0.000510302 0.000883799 0.00137583 0.000680911 0.00139287 0.000473156 0.00163618 0.000893868 0.000725827 0.00137575 0.00129085 0.00080693 0.0012764 0.00120382 0.00109247 0.00131866 0.00126975 0.00140041 0.00142 0.00133541 0.00139167 0.00141416 0.00148572 0.00138019 0.00140379 0.00131028 0.00135105
internal_weight=0 2635 638 326 306 1997 229 1919 116 126 113 227 1793 404 162 332 237 116 280 211 1389 1067 322 746 167 321 241 112 121 108
internal_count=2961 2635 638 326 306 1997 229 1919 116 126 113 227 1793 404 162 332 237 116 280 211 1389 1067 322 746 167 321 241 112 121 108
is_linear=0
shrinkage=0.0032998


Tree=6276
num_leaves=19
num_cat=0
split_feature=2 40 13 52 2 2 49 40 403 12 3 133 3 12 2 4 52 12
split_gain=0.337703 0.212154 0.263611 0.201385 0.166224 0.261691 0.316705 0.237994 0.224395 0.267098 0.247418 0.194393 0.179516 0.302636 0.154779 0.153157 0.106075 0.0151155
threshold=0.17990500000000001 0.0045850000000000005 0.26379000000000002 -0.52313499999999991 0.10523 0.12299 0.10030500000000002 -0.034699999999999988 -0.086284999999999987 0.098785000000000012 0.093925000000000022 0.50599500000000008 0.11995000000000001 0.089035000000000017 0.087355000000000002 0.053330000000000009 -0.55248999999999981 0.089685000000000015
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 16 8 12 7 -7 11 10 -10 14 13 -6 -5 -11 17 -1
right_child=-2 -3 -4 4 5 6 -8 -9 9 15 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0063411362747407491 -0.0096714963119062507 -0.0057751689918905313 0.01317351928396371 0.00018913140652129025 -0.012792713515299342 -0.00023963116864337069 -0.0059343314679281139 0.014087057041342022 0.0052187261192596099 0.001436461727025867 -0.0035566549142172946 0.0081079114331840674 0.0043638591377388163 -0.00045307601067540968 -0.007924981815634613 -0.0089257792180758352 0.012081610380960508 0.0022307871247230987
leaf_weight=52 62 78 72 211 98 52 59 88 1415 112 97 60 64 133 97 63 95 53
leaf_count=52 62 78 72 211 98 52 59 88 1415 112 97 60 64 133 97 63 95 53
internal_value=0 0.00287468 0.00311448 0.00285037 0.00244588 -0.000322632 0.00438935 0.00875288 0.00311227 0.00393377 0.00465457 -0.000648773 -0.00350732 -0.00569585 -0.00236045 -0.00228368 0.00799659 0.0042835
internal_weight=0 2899 2821 2749 2549 494 199 140 2055 1687 1512 368 295 231 308 175 200 105
internal_count=2961 2899 2821 2749 2549 494 199 140 2055 1687 1512 368 295 231 308 175 200 105
is_linear=0
shrinkage=0.16829


Tree=6277
num_leaves=14
num_cat=0
split_feature=9 9 3 0 160 52 3 160 13 1210 2 13 2
split_gain=0.258817 0.252707 0.245379 0.366548 0.277187 0.231775 0.175143 0.147802 0.18993 0.141051 0.156575 0.140629 0.0995549
threshold=0.093040000000000012 1.0000000180025095e-35 -0.17010999999999998 0.10446500000000002 0.051580000000000008 -0.10201499999999998 -0.15288999999999997 0.28906000000000004 -0.004409999999999999 -0.091209999999999986 0.092250000000000013 -0.077274999999999996 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 6 -1 -4 8 11 -8 -11 -6 -9
right_child=-2 -3 3 -5 7 -7 9 12 -10 10 -12 -13 -14
leaf_value=0.0027508076937344844 -0.009475795371158207 0.013019506643257607 -0.0073470619269699194 -0.0096206792329154196 0.008181399676330612 0.017509077726478632 -0.0058290278099122983 0.0057977540920394434 0.01422244949113851 0.0029939878911385237 -4.1990368775877913e-05 -0.00056850809622602098 -0.0045629470475737378
leaf_weight=66 53 62 63 77 154 56 69 52 94 1333 751 78 53
leaf_count=66 53 62 63 77 154 56 69 52 94 1333 751 78 53
internal_value=0 0.0023848 0.0021525 0.00182098 0.00215449 0.00953982 0.00139395 0.00606067 0.00782976 0.00165056 0.00189907 0.00523188 0.000550957
internal_weight=0 2908 2846 2724 2647 122 2216 431 326 2153 2084 232 105
internal_count=2961 2908 2846 2724 2647 122 2216 431 326 2153 2084 232 105
is_linear=0
shrinkage=0.16829


Tree=6278
num_leaves=25
num_cat=0
split_feature=49 16 16 3 16 3 2 15 49 43 2 3 43 0 42 42 402 48 0 15 3 160 4 42
split_gain=0.252522 0.254625 0.224046 0.264797 0.391573 0.22642 0.198463 0.220219 0.49723 0.197323 0.21256 0.209914 0.196723 0.227346 0.192909 0.173068 0.235439 0.178387 0.328788 0.196682 0.160244 0.110272 0.095632 0.0790849
threshold=-0.22756499999999999 -0.54752499999999993 -0.03614499999999999 0.12478500000000002 -0.24404999999999996 0.12955000000000003 0.086545000000000025 -0.039149999999999997 0.016520000000000003 -0.025879999999999997 1.0000000180025095e-35 -0.085014999999999993 -0.12788999999999998 -0.080444999999999975 0.083685000000000009 0.11195000000000001 -0.098114999999999994 0.090435000000000015 -0.10147999999999999 0.09414500000000002 -0.082294999999999993 0.066880000000000009 -0.010264999999999998 0.08826500000000001
decision_type=2 2 2 2 2 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 9 20 14 11 -11 -4 13 -3 -9 17 -17 19 -19 -14 22 -22 -8 -13
right_child=1 2 5 4 -6 -7 7 8 -10 10 -12 23 15 -15 -16 16 -18 18 -20 -21 21 -23 -24 -25
leaf_value=-0.0090877551832698779 0.013591214666771084 0.0018061385724367661 -0.0035976953246564846 0.0014810512357147382 -0.017438384495241356 0.013210227755617931 0.0048521495975276229 -0.0023736549978382268 -0.015354605321821415 0.0033967019480749907 0.015662272314521754 0.0096017277711963455 -0.00049424005464441341 0.015350579913923299 0.0054156864272202647 0.0007387294566793774 -0.013254727082759736 0.016198640895966523 -0.0013970929473109269 0.0066839562102279223 -0.00020976862354712121 0.0083341911514906598 0.014934445222790287 0.003125712994798868
leaf_weight=59 53 95 92 69 56 64 55 204 61 71 93 96 891 56 161 80 59 59 61 123 170 57 53 123
leaf_count=59 53 95 92 69 56 64 55 204 61 71 93 96 891 56 161 80 59 59 61 123 170 57 53 123
internal_value=0 0.00202839 0.00181266 0.000444145 -0.00698048 0.00344192 0.00293466 0.00124685 -0.00128857 0.00563493 0.0103631 0.00313582 0.00109715 0.00684114 0.00105727 0.000414398 -0.00518801 0.0011027 0.00723917 0.000374716 0.00447635 0.00192772 0.00981658 0.00597272
internal_weight=0 2902 2849 1549 125 1300 1236 761 426 475 164 311 1424 151 365 1273 139 1134 120 1014 335 227 108 219
internal_count=2961 2902 2849 1549 125 1300 1236 761 426 475 164 311 1424 151 365 1273 139 1134 120 1014 335 227 108 219
is_linear=0
shrinkage=0.16829


Tree=6279
num_leaves=23
num_cat=0
split_feature=2 15 2 0 2 124 14 14 0 0 16 12 12 13 16 42 0 133 49 0 16 16
split_gain=6.5451 3.80613 1.76519 2.73559 1.32164 0.820505 0.650799 0.568551 0.417909 0.340172 0.399276 0.544861 0.336764 0.304901 0.298157 0.486549 0.472937 0.149847 0.124585 0.107526 0.365203 0.072421
threshold=0.13631000000000001 -0.24211499999999997 0.10060500000000001 -0.12851999999999997 0.17990500000000001 -0.082389999999999977 0.073890000000000011 -1.0000000180025095e-35 -0.072624999999999981 -0.07409499999999998 0.066010000000000013 0.09253500000000002 0.094115000000000018 -0.088854999999999976 -0.0021749999999999994 1.0000000180025095e-35 -0.10934999999999999 0.11330000000000001 -0.025549999999999996 -0.062109999999999992 0.28127000000000008 0.060835000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 18 8 -3 9 -1 -2 14 12 -12 -11 -5 16 -16 -7 19 -4 21 -21 -15
right_child=4 2 3 13 -6 6 -8 -9 -10 10 11 -13 -14 17 15 -17 -18 -19 -20 20 -22 -23
leaf_value=0.00041914395249934499 1.0441228960104813e-06 0.00042586436493971351 0.00021982348286669684 0.000424786565889643 -0.00034635316395701673 0.0005559899784892471 0.0010274558971041111 1.1682826063976209e-05 0.00036249322352203283 0.00034061680629051782 0.0009367652248957098 0.00055695948379202813 0.00065801836760265742 0.000848951861304087 0.0010960951495048825 0.0007748384639107873 0.00075898128288437124 0.00053279516160105098 2.2392114711599549e-05 0.00044915651553777976 0.00078708038883745248 0.00069648942758207262
leaf_weight=60 56 89 76 52 62 142 89 99 93 68 84 82 80 92 70 201 1137 53 65 56 95 60
leaf_count=60 56 89 76 52 62 142 89 99 93 68 84 82 80 92 70 201 1137 53 65 56 95 60
internal_value=0 0.000661517 0.000691932 0.000525599 5.8277e-05 0.000736634 0.000750778 0.000165663 0.000226883 0.000737549 0.000637796 0.000749363 0.000512423 0.000662553 0.000757734 0.00085795 0.000736472 0.000697184 0.000129059 0.000725822 0.000661991 0.000789001
internal_weight=0 2750 2591 549 211 2042 1953 159 149 1864 314 166 148 408 1550 271 1279 356 141 303 151 152
internal_count=2961 2750 2591 549 211 2042 1953 159 149 1864 314 166 148 408 1550 271 1279 356 141 303 151 152
is_linear=0
shrinkage=0.0032998


Tree=6280
num_leaves=19
num_cat=0
split_feature=1 155 4 4 41 12 14 12 12 4 12 11 39 12 1 48 12 1
split_gain=9.07024 1.72911 1.38897 1.06356 0.764611 0.684037 0.665882 0.448205 0.451152 0.393289 0.382566 0.312605 0.312004 0.277781 0.277526 0.267202 0.265547 0.160848
threshold=0.10575500000000002 0.088680000000000023 0.27020000000000005 0.42118000000000005 0.075585000000000013 0.086885000000000004 -0.41992499999999994 -0.089649999999999994 0.11878500000000002 -0.50393499999999991 0.099980000000000013 0.07677500000000001 0.087620000000000017 0.083865000000000009 0.11215000000000001 0.088965000000000002 0.090285000000000018 0.083065000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 7 14 -5 -1 9 -9 -7 -6 -8 17 -2 -16 -15 -11
right_child=1 -3 -4 6 11 10 12 8 -10 13 -12 -13 -14 16 15 -17 -18 -19
leaf_value=0.00064915560184744038 0.00023072293224379661 0.0010277881341187235 0.00040923106199256687 0.00049057965480849561 0.0010065764790685521 0.00088169216758252457 -8.2180350313757606e-05 0.0011522776393926124 0.00063602817101189276 0.00089541653052040322 0.00052880605436220716 0.0013711022566657513 0.00024081969534421149 0.00096836972560502242 0.00062012604071754872 0.00034992852168010883 0.00088231039725513664 0.00074432396408036033
leaf_weight=75 78 52 61 58 52 61 71 77 64 158 76 53 60 846 73 90 756 159
leaf_count=75 78 52 61 58 52 61 71 77 64 158 76 53 60 846 73 90 756 159
internal_value=0 0.000451464 0.000901564 0.000398546 0.000914956 0.000499663 0.000196127 0.000901368 0.000910533 0.000919317 0.000686188 0.00119091 6.54897e-05 0.000909951 0.000393484 0.000471153 0.000927779 0.000819743
internal_weight=0 619 2301 567 2240 378 189 2135 2060 1996 137 105 131 1919 241 163 1602 317
internal_count=2920 619 2301 567 2240 378 189 2135 2060 1996 137 105 131 1919 241 163 1602 317
is_linear=0
shrinkage=0.0032998


Tree=6281
num_leaves=23
num_cat=0
split_feature=1 1 52 4 41 39 47 0 52 133 4 0 15 15 13 13 4 150 0 4 4 1213
split_gain=9.49752 2.35809 0.938437 0.847205 0.592687 0.669235 0.521265 0.499039 0.481955 0.327757 0.294953 0.263105 0.483877 0.808031 0.271588 0.193832 0.188164 0.514236 0.184916 0.238325 0.17045 0.159772
threshold=0.10575500000000002 0.13662500000000002 -0.34918499999999997 0.27120500000000008 0.075585000000000013 0.0047850000000000011 0.10261500000000001 -0.057749999999999989 0.12432000000000001 0.085895000000000013 -0.0048949999999999992 -0.10594499999999998 -0.11532999999999999 0.0047550000000000005 0.099195000000000019 -0.09057999999999998 0.50214500000000006 0.081245000000000026 -0.074249999999999997 -0.44205499999999992 -0.055754999999999992 0.104315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 11 8 -3 9 16 -7 12 -1 -14 18 -6 17 -4 21 -20 -16 -13
right_child=1 7 6 -5 15 10 -8 -9 -10 -11 -12 14 13 -15 20 -17 -18 -19 19 -21 -22 -23
leaf_value=0.0011575461691002221 0.0010716860634330421 0.0003891503339657781 0.0002535249632484409 0.00059266808952848984 0.001390140539228171 0.00056820653405687666 0.00081684454914472974 2.4617362452610634e-05 0.00082465989408374806 0.00024538893332948968 0.00091275823496709174 0.0010568889870236459 0.00058463162280029349 0.0011073231592075758 0.00097002250722259874 0.0011020771094391432 0.0007042368705685579 0.00064559058387986365 0.0010996974558641814 0.00091673368819092057 0.00073295096305261314 0.00090574355223833262
leaf_weight=52 52 76 65 57 52 56 93 89 52 54 54 1201 86 52 85 54 54 84 108 302 57 85
leaf_count=52 52 76 65 57 52 56 93 89 52 54 54 1201 86 52 85 54 54 84 108 302 57 85
internal_value=0 0.000530878 0.000653693 0.000991466 0.00100158 0.000989558 0.000599536 0.000192737 0.000534019 0.000475075 0.00073767 0.0010032 0.000884853 0.000781843 0.00101542 0.00124372 0.000536 0.000474792 0.00102715 0.000965015 0.000875108 0.00104693
internal_weight=0 619 454 2301 2244 2138 402 165 309 257 110 2028 190 138 1838 106 203 149 1696 410 142 1286
internal_count=2920 619 454 2301 2244 2138 402 165 309 257 110 2028 190 138 1838 106 203 149 1696 410 142 1286
is_linear=0
shrinkage=0.0032998


Tree=6282
num_leaves=18
num_cat=0
split_feature=3 3 15 10 15 457 16 13 156 3 3 47 0 3 3 3 0
split_gain=13.3192 3.5623 2.95104 1.74458 1.4108 1.39608 0.858881 0.688072 0.63445 0.535617 0.651825 0.453693 0.417673 0.325832 0.683671 0.30833 0.27637
threshold=-0.057749999999999989 0.30863500000000005 -0.38214499999999996 -1.0000000180025095e-35 -0.24511999999999998 0.092890000000000014 -0.50875499999999996 0.23904000000000003 0.090995000000000006 0.10766000000000002 -1.0000000180025095e-35 0.11114000000000002 -0.11167499999999998 -0.14186499999999996 -0.10175499999999998 -0.080594999999999986 0.060910000000000006
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 -1 8 -6 11 9 10 -5 13 -3 16 -15 -16 -8
right_child=1 12 3 5 6 -7 7 -9 -10 -11 -12 -13 -14 14 15 -17 -18
leaf_value=0.00072112216858783405 0.00031787554477840789 0.00039260818679238518 0.00048254308208280994 0.00094144981323037379 0.00090758597801081093 0.00048114340115110296 0.0015836999758549128 0.00095961038615406517 0.0013485233407974691 0.00075494840076284811 0.0012444722869653932 0.0010415510739227535 -2.1554627370567654e-06 0.00094999374116589265 0.001329429974718189 0.0012319640745338291 0.0012994427002455187
leaf_weight=55 102 66 84 198 74 52 77 75 68 78 129 82 52 66 1022 563 77
leaf_count=55 102 66 84 198 74 52 77 75 68 78 129 82 52 66 1022 563 77
internal_value=0 0.000749719 0.000837858 0.000924891 0.00124412 0.0009956 0.00125823 0.00127144 0.00105208 0.00100222 0.0010611 0.00128381 0.000218346 0.0012948 0.00128107 0.00129483 0.0014418
internal_weight=0 829 711 609 2091 525 2036 1962 473 405 327 1887 118 1805 1651 1585 154
internal_count=2920 829 711 609 2091 525 2036 1962 473 405 327 1887 118 1805 1651 1585 154
is_linear=0
shrinkage=0.0032998


Tree=6283
num_leaves=22
num_cat=0
split_feature=1 40 3 1 3 15 15 150 2 16 12 49 15 15 15 1 1 474 1429 1 15
split_gain=0.259081 0.192757 0.164707 0.163299 0.24565 0.272611 0.619665 0.215026 0.202356 0.249912 0.229442 0.189638 0.324735 0.14934 0.147492 0.297244 0.150538 0.0993587 0.114078 0.0499111 0.0392898
threshold=0.13707500000000003 0.083905000000000007 -0.23098999999999997 0.080320000000000016 -0.088484999999999994 -0.13783499999999996 0.043560000000000008 0.11315500000000002 0.084505000000000011 -0.080419999999999978 0.084235000000000018 -0.008964999999999999 -0.025879999999999997 -0.2987999999999999 -0.11949999999999998 0.11860000000000001 0.11239500000000001 0.087350000000000025 0.056450000000000007 0.10442000000000001 0.083865000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 19 8 5 -5 -7 14 9 20 11 -10 -13 -2 16 -16 -6 18 -12 -1 -4
right_child=13 -3 3 4 7 6 -8 -9 10 -11 17 12 -14 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=0.0080389414942353219 -0.0071608473567576977 -0.0049197556027680304 0.0094280617443553948 0.0071917239660335315 -0.0064425677687006983 -0.018612272979499772 0.0043998094106135824 -0.0050776072969699456 0.0043836241340981866 -0.005870472014693393 0.0060001418765167269 0.0077449250967075358 0.026095304953051558 0.0031782167170935588 0.0050737516938039618 0.016627399027674929 0.005030691153879884 0.011837655428816814 -0.0018476991846254362 0.015522043531459695 0.0030888343358235607
leaf_weight=52 79 54 56 62 57 62 71 61 52 84 1000 56 54 79 654 70 75 78 55 52 57
leaf_count=52 79 54 56 62 57 62 71 61 52 84 1000 56 54 79 654 70 75 78 55 52 57
internal_value=0 0.005019 0.00521785 0.00495437 0.00340702 -0.00201074 -0.00631412 0.00456106 0.00610641 0.00107064 0.00687109 0.012805 0.0167696 -0.00197994 0.00525003 0.0061933 6.27188e-05 0.00602106 0.00558931 0.0117978 0.0062463
internal_weight=0 2762 2708 2604 1112 195 133 917 1492 197 1295 162 110 158 856 724 132 1133 1055 104 113
internal_count=2920 2762 2708 2604 1112 195 133 917 1492 197 1295 162 110 158 856 724 132 1133 1055 104 113
is_linear=0
shrinkage=0.16829


Tree=6284
num_leaves=19
num_cat=0
split_feature=11 11 2 2 0 16 16 16 4 1213 42 4 16 160 4 1 49 4
split_gain=0.222589 0.375049 0.240791 0.186493 0.174777 0.281319 0.172117 0.301248 0.22963 0.197887 0.192366 0.15092 0.119582 0.180544 0.095054 0.14433 0.118728 0.0450485
threshold=0.094115000000000018 1.0000000180025095e-35 -0.10238999999999998 0.10179000000000001 -0.13165999999999997 -0.010504999999999999 0.062910000000000008 0.15273500000000004 -0.15615999999999999 0.104315 0.089110000000000009 -0.092854999999999979 -0.33811499999999994 0.051580000000000008 -0.041794999999999992 0.093935000000000018 0.10888500000000001 0.41248000000000007
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 12 8 -8 -6 11 -11 -10 17 -14 15 -9 -16 -4
right_child=-2 3 4 -5 6 -7 7 14 9 10 -12 -13 13 -15 16 -17 -18 -19
leaf_value=-0.0075997432949698688 -0.0056449673364177347 0.016843839324518512 0.01033468092908613 0.004962039985217763 0.015993538005137389 -0.0097454145696549907 -0.0085753072144005762 0.0027534837107320042 -0.003391656006664552 -0.0090904112127093897 0.0051137660601802675 0.0054717857555507824 -0.005623809800790287 0.0067698054048617512 -0.001483695580140971 0.013647483846676712 0.0067260088192929186 0.0034261386210922978
leaf_weight=53 68 94 54 63 53 65 72 100 56 56 52 1658 82 56 157 53 73 55
leaf_count=53 68 94 54 63 53 65 72 100 56 56 52 1658 82 56 157 53 73 55
internal_value=0 0.00408683 0.00362008 0.0120874 0.00384584 9.94076e-05 0.00434674 0.00140506 0.00505963 0.00474058 -0.00223473 0.00518115 0.00269742 -0.000581498 0.00328595 0.00653897 0.00111418 0.0068652
internal_weight=0 2852 2695 157 2642 312 2330 455 1875 1822 108 1714 247 138 383 153 230 109
internal_count=2920 2852 2695 157 2642 312 2330 455 1875 1822 108 1714 247 138 383 153 230 109
is_linear=0
shrinkage=0.16829


Tree=6285
num_leaves=26
num_cat=0
split_feature=1 1 52 12 1 12 12 12 3 0 123 3 0 47 16 16 41 1 52 16 11 133 43 0 40
split_gain=11.5968 2.5868 2.03698 1.57986 1.21443 1.14605 0.842515 0.681274 0.539194 0.452136 0.436646 0.367905 0.591196 0.315868 0.299018 0.281663 0.309282 0.269011 0.24313 0.239935 0.203439 0.129652 0.169648 0.129582 0.105144
threshold=0.10529500000000001 0.15028500000000003 -0.40011499999999994 0.056995000000000011 0.086165000000000005 0.088365000000000013 0.11755500000000001 0.10742000000000002 -0.080564999999999984 -0.14534499999999997 0.088305000000000008 -0.0037099999999999998 -0.22745499999999999 0.078345000000000012 -0.28430999999999995 -0.18817999999999999 0.078150000000000011 0.11329500000000002 0.30506000000000005 0.20277000000000003 1.0000000180025095e-35 -0.40011499999999994 0.058975000000000007 -0.072624999999999981 -0.0091899999999999985
decision_type=2 2 2 2 2 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 10 8 -7 15 -1 13 -6 -13 14 -4 -5 18 -16 20 21 -17 -10 23 -23 -11
right_child=1 -3 5 6 11 7 -8 -9 19 24 -12 12 -14 -15 17 16 -18 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.0014163368594618416 0.0012706270537842074 -2.501104534191225e-05 0.00068276106920487798 0.0010164740867322714 0.00061203587404409299 0.0010853098385587357 0.00083609063655434748 0.00061595093657049584 0.0010020041511624011 0.0011477000053358355 0.00034295386676075356 0.0006451886470754659 0.0010915259194626602 0.00081222138293281579 0.0002567040663776394 0.0012301377388472846 0.0014851301881722116 0.00057938216701898429 0.0010066662695527415 0.00094808142787059933 0.0014301138591574576 0.0011611209102652955 0.0013210336267448037 0.0009954154274782359 0.00093810427961477799
leaf_weight=52 61 59 90 65 85 80 76 59 70 54 97 59 73 61 54 1027 56 60 52 88 61 306 63 66 57
leaf_count=52 61 59 90 65 85 80 76 59 70 54 97 59 73 61 54 1027 56 60 52 88 61 306 63 66 57
internal_value=0 0.000631716 0.000700723 0.0011398 0.000944853 0.000631263 0.00117817 0.000886339 0.00119217 0.00116054 0.000533222 0.000782678 0.000892294 0.000602734 0.000539921 0.00123102 0.00124265 0.000426844 0.00123071 0.00110951 0.00124138 0.00113757 0.0011593 0.00113182 0.00104039
internal_weight=0 621 562 2310 380 501 1930 139 1854 163 362 217 132 265 204 1261 1196 114 1140 593 1088 505 435 372 111
internal_count=2931 621 562 2310 380 501 1930 139 1854 163 362 217 132 265 204 1261 1196 114 1140 593 1088 505 435 372 111
is_linear=0
shrinkage=0.0032998


Tree=6286
num_leaves=21
num_cat=0
split_feature=2 3 151 160 49 2 51 34 50 43 0 51 15 151 0 0 4 2 1212 3
split_gain=0.563056 0.298792 0.256422 0.288612 0.185418 0.17768 0.202736 0.175392 0.153745 0.158644 0.18063 0.151392 0.186205 0.17245 0.156067 0.139325 0.132628 0.12364 0.117497 0.116331
threshold=0.17553000000000005 -0.080564999999999984 0.025200000000000004 -0.15523999999999996 0.088465000000000002 -0.007134999999999999 0.14795500000000003 -0.082914999999999989 0.08568000000000002 0.097510000000000027 0.024295000000000001 0.108005 -0.080724999999999977 0.053170000000000002 -0.23803499999999997 -0.075804999999999997 -0.0090849999999999976 0.087635000000000005 0.097595000000000015 -0.087414999999999979
decision_type=2 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 8 7 11 -3 9 10 -5 13 -13 14 -7 19 -6 -1 -16 -10
right_child=-2 5 -4 4 16 6 -8 -9 15 -11 -12 12 -14 -15 18 -17 -18 -19 -20 -21
leaf_value=-0.0071166705443875102 -0.01124587684394824 0.0032477610629931953 0.017079081225556157 0.0056014167148002976 0.0073193076781289789 0.012898762938983087 -0.0063781137624738969 -0.0093033823885150628 0.0015558637118407942 0.013779181225558993 -0.001721382256471496 0.003553205170288632 0.017527688535713751 -0.0050326452168742907 0.0031743696364417697 0.017915869992084756 0.017390827492411557 0.0034036784278531295 0.010289171627755436 0.011285407356843885
leaf_weight=59 62 65 64 745 73 55 53 61 55 58 109 57 52 61 937 52 77 68 71 97
leaf_count=59 62 65 64 745 73 55 53 61 55 58 109 57 52 61 937 52 77 68 71 97
internal_value=0 0.00495559 0.00664743 0.00616687 0.00693435 0.00320856 0.00380006 -0.00281433 0.00618449 0.00524629 0.00466467 0.00423903 0.0102364 0.00365583 0.00415611 0.01037 0.0125013 -0.00146958 0.00367729 0.00777667
internal_weight=0 2869 1457 1393 1266 1412 1286 126 1116 912 854 1233 109 1124 1063 204 150 127 1008 152
internal_count=2931 2869 1457 1393 1266 1412 1286 126 1116 912 854 1233 109 1124 1063 204 150 127 1008 152
is_linear=0
shrinkage=0.16829


Tree=6287
num_leaves=29
num_cat=0
split_feature=1 1 3 3 16 2 43 150 2 0 3 1 16 1 160 0 0 402 43 160 133 0 15 150 15 133 15 15
split_gain=16.0386 3.75584 2.62491 1.7873 1.34719 1.28777 0.886988 0.851429 0.710172 0.565054 0.540424 0.366644 0.337721 0.330222 0.294133 0.321499 0.264467 0.243622 0.498915 0.358159 0.370518 0.236519 0.223076 0.170009 0.13798 0.130906 0.115188 0.201739
threshold=0.10529500000000001 0.15028500000000003 -0.049204999999999992 -0.076594999999999983 0.061775000000000004 0.10523 -0.025079999999999995 1.0000000180025095e-35 0.093320000000000014 -0.09712999999999998 0.31316500000000008 0.094485000000000013 -0.48652999999999996 0.13130500000000003 -0.089744999999999978 -0.10462499999999998 -0.14680499999999999 0.085875000000000021 -0.025079999999999995 -0.23370999999999997 0.066685000000000008 -0.15753999999999999 0.099260000000000015 0.10592000000000001 0.015700000000000002 -0.088289999999999993 -0.069814999999999988 0.099565000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 12 5 -2 13 8 9 -5 21 -9 -1 -4 -10 -16 -14 19 -19 20 -18 -8 23 -21 -11 -20 -17 -28
right_child=1 -3 6 7 -6 -7 10 11 14 24 -12 -13 16 -15 15 26 17 18 25 22 -22 -23 -24 -25 -26 -27 27 -29
leaf_value=0.0010070850675515811 0.0011082669143239409 -0.00017811642464819977 0.00044694926709496331 0.0014872085357692491 0.001324134300057694 0.00044238685320903832 0.00062163187589903916 0.00098297199322151373 0.0012226903702030579 0.0010504574531633541 0.00043900466111176115 0.00060316899431891058 0.0015156313422285187 0.00012453597148648493 0.00074562340807737685 0.0011641558300190306 0.00086794098498274672 0.0016435932639926668 0.0013727782503393053 0.0012722832589784853 0.0012655118930615986 0.0009128003880891619 0.0010603808318722884 0.0014701436979285003 0.0012502215390989111 0.001179623493596769 0.00088928619934490818 0.0011211325907368155
leaf_weight=52 64 59 98 81 81 63 52 61 69 83 73 52 52 54 53 58 52 57 86 1071 52 77 54 52 76 77 98 74
leaf_count=52 64 59 98 81 81 63 52 61 69 83 73 52 52 54 53 58 52 57 86 1071 52 77 54 52 76 77 98 74
internal_value=0 0.000613431 0.000696592 0.00121091 0.000990985 0.000778226 0.000523516 0.0010721 0.00112235 0.00126141 0.000666972 0.000808507 0.00127186 0.000332639 0.00102744 0.000979712 0.0012807 0.00127254 0.00137566 0.0012548 0.00106707 0.000795703 0.00127136 0.00128148 0.00114616 0.00128175 0.0010335 0.000989239
internal_weight=0 621 562 2310 208 127 354 705 592 240 202 113 1605 152 352 283 1553 1501 220 1281 104 129 1177 1123 159 163 230 172
internal_count=2931 621 562 2310 208 127 354 705 592 240 202 113 1605 152 352 283 1553 1501 220 1281 104 129 1177 1123 159 163 230 172
is_linear=0
shrinkage=0.0032998


Tree=6288
num_leaves=15
num_cat=0
split_feature=1 402 43 97 394 12 3 133 393 1213 13 1213 403 133
split_gain=0.60531 0.260395 0.301483 0.196013 0.171957 0.187924 0.18327 0.153289 0.150373 0.136791 0.14796 0.143806 0.0546683 0.0638633
threshold=0.15028500000000003 0.085345000000000018 -0.025079999999999995 -0.0047149999999999996 -0.077774999999999983 0.086625000000000021 -0.23098999999999997 -0.068504999999999996 0.085075000000000012 -0.086579999999999976 0.041960000000000004 -0.12254999999999999 0.094340000000000021 -0.088899999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -6 12 9 11 -11 -8 13 -4
right_child=-2 2 7 4 6 -7 8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.0048344014345005912 -0.012201063745139089 0.018009266728735578 0.0154843553180083 -0.0090285465126747379 0.012156336354894976 0.0041689448460107146 0.0046868383421687036 -0.0011985157967869878 0.013221542791991931 0.0052491225341251549 0.00067891329912434558 -0.0075317323949078497 0.0054134263327749671 0.0073691920982710607
leaf_weight=63 59 86 52 53 97 72 55 57 57 1854 226 54 85 61
leaf_count=63 59 86 52 53 97 72 55 57 57 1854 226 54 85 61
internal_value=0 0.00501064 0.00938101 0.00442111 0.00465811 -0.00141242 0.00498274 0.00646404 0.00467212 0.00444868 0.00475342 -0.00134992 0.008679 0.0111195
internal_weight=0 2872 341 2531 2468 125 2343 255 2246 2189 2080 109 198 113
internal_count=2931 2872 341 2531 2468 125 2343 255 2246 2189 2080 109 198 113
is_linear=0
shrinkage=0.16829


Tree=6289
num_leaves=30
num_cat=0
split_feature=1 1 1 3 12 2 3 1 2 43 43 2 1 0 15 12 0 481 0 42 4 480 50 1 3 43 3 3 4
split_gain=29.8716 4.39048 3.78068 3.29023 2.61216 1.72533 1.07906 1.07273 0.764015 0.730744 0.631412 0.504114 0.811091 0.495503 0.446383 0.350957 0.517986 0.385975 0.258286 0.228288 0.211595 0.203729 0.157423 0.261152 0.193116 0.183116 0.128603 0.116085 0.0398254
threshold=0.10921500000000002 0.13276500000000002 0.09518500000000002 -0.031895 0.085465000000000013 0.10796500000000002 -1.0000000180025095e-35 0.15028500000000003 0.11043500000000002 -1.0000000180025095e-35 -0.025079999999999995 0.085865000000000011 0.088035000000000016 -0.14755499999999996 -0.032144999999999993 0.092085000000000014 -0.071299999999999988 -0.012169999999999999 -0.0058249999999999994 -0.023209999999999998 -0.00045499999999999995 0.082660000000000011 0.083090000000000011 0.090130000000000016 -0.082824999999999982 -0.00098499999999999976 -0.075579999999999994 -0.076514999999999986 -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 2
left_child=2 3 5 8 6 11 -4 9 -2 -3 -5 13 15 -1 27 17 20 21 26 -19 -17 -13 23 25 -24 -15 -6 -7 -26
right_child=1 7 4 10 18 14 -8 -9 -10 -11 -12 12 -14 22 -16 16 -18 19 -20 -21 -22 -23 24 -25 28 -27 -28 -29 -30
leaf_value=0.0017740505869825959 0.0012348639273464933 -6.0132283505020126e-05 0.00044288515998052943 0.00012627545240822204 0.0011043469957969765 0.0013246792398618754 0.00096979143630130575 -0.00031070217031688423 0.0007400603823776795 0.00041620791349916724 0.00054179839334565891 0.0017608356900009438 0.00099163889284375898 0.0014113094082235176 0.00092780861522596383 0.0014141806884994002 0.0010285332810459915 0.0012699848224181419 0.0014745422714541887 0.0014262391263707528 0.0011997545576699236 0.0014627763988844446 0.0016422346810123574 0.0012330051985046332 0.0015029933643144538 0.0015946403688589161 0.00132482484041526 0.0011190224405835984 0.001368338651396419
leaf_weight=56 91 60 85 69 74 67 85 59 55 84 95 52 62 311 97 197 66 136 53 477 71 53 91 76 58 78 52 61 60
leaf_count=56 91 60 85 69 74 67 85 59 55 84 95 52 62 311 97 197 66 136 53 477 71 53 91 76 58 78 52 61 60
internal_value=0 0.000441233 0.00131802 0.000688276 0.000999948 0.00137165 0.000706546 6.38012e-05 0.00104871 0.000217488 0.00036719 0.00140501 0.00136042 0.00147299 0.00109814 0.00138212 0.0012926 0.00142372 0.0012784 0.00139163 0.00135751 0.00161072 0.00144792 0.00141307 0.0015253 0.00144816 0.00119562 0.00122695 0.00143482
internal_weight=0 513 2418 310 349 2069 170 203 146 144 164 1844 1114 730 225 1052 334 718 179 613 268 105 674 465 209 389 126 128 118
internal_count=2931 513 2418 310 349 2069 170 203 146 144 164 1844 1114 730 225 1052 334 718 179 613 268 105 674 465 209 389 126 128 118
is_linear=0
shrinkage=0.0032998


Tree=6290
num_leaves=18
num_cat=0
split_feature=3 15 1 15 13 3 12 48 11 12 3 15 481 13 13 157 1186
split_gain=0.343248 0.491525 0.402893 0.279279 0.208064 0.221236 0.2816 0.199077 0.197669 0.186383 0.185525 0.429269 0.198782 0.165376 0.163372 0.140889 0.143725
threshold=0.10402500000000002 -0.036279999999999993 0.14132000000000003 -0.42075999999999997 -0.10939499999999998 -0.10859999999999999 0.084645000000000012 0.091600000000000015 0.088630000000000014 -0.060304999999999991 0.076825000000000018 -0.0039399999999999991 -0.087759999999999991 -0.15325499999999995 0.14953500000000003 -0.099269999999999983 0.021560000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 9 13 6 -6 -2 14 -1 12 -12 -7 -5 -8 -14 -17
right_child=1 -3 -4 4 5 10 8 -9 -10 -11 11 -13 15 -15 -16 16 -18
leaf_value=0.0027683507721396835 0.015227516739201896 -0.010844502559358532 -0.0079012898086690455 0.0056821849099087879 -0.0093249431628208302 0.014364786102789106 -0.0061923230858773933 0.0018297141521003125 0.011454546442210025 -0.010180391098546 0.0030262325612861515 0.023247031182258928 -0.0034869630284158977 0.018505163925893124 0.0056033331335827953 0.0045243893345735765 0.011541320671871681
leaf_weight=70 68 102 58 58 67 61 66 59 59 57 70 52 59 57 67 1817 87
leaf_count=70 68 102 58 58 67 61 66 59 59 57 70 52 59 57 67 1817 87
internal_value=0 -0.0014606 0.00370351 0.00466216 0.00505049 0.00471488 6.17006e-05 0.00901749 0.00334661 -0.00302914 0.00527563 0.0116597 0.00488993 0.0120535 -0.000236642 0.00459459 0.00484596
internal_weight=0 287 185 2647 2520 2405 259 127 192 127 2146 122 2024 115 133 1963 1904
internal_count=2934 287 185 2647 2520 2405 259 127 192 127 2146 122 2024 115 133 1963 1904
is_linear=0
shrinkage=0.16829


Tree=6291
num_leaves=24
num_cat=0
split_feature=4 2 123 3 3 16 2 133 12 133 2 123 3 16 4 484 2 2 133 16 12 2 48
split_gain=8.64075 2.71384 1.13859 0.864074 0.547557 0.528723 0.486454 0.374202 0.328131 0.317732 0.537266 0.313367 0.271446 0.415229 0.249751 0.294188 0.2365 0.203126 0.15873 0.177273 0.0984213 0.0747489 0.0747235
threshold=0.31392000000000003 0.13388500000000003 0.081180000000000016 0.10402500000000002 0.35004500000000011 -0.059289999999999995 0.098290000000000002 0.085980000000000015 0.08598500000000002 0.077945 0.085155000000000022 0.086020000000000013 -0.084324999999999997 0.15273500000000004 0.0033150000000000007 0.046035000000000006 0.085225000000000009 0.12750000000000003 0.097995000000000013 -0.069694999999999993 0.098355000000000012 0.10773000000000001 0.08956500000000002
decision_type=2 2 2 2 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 -5 8 -4 9 10 -1 17 13 -8 15 -10 -11 21 19 -14 -16 -2 -3
right_child=4 22 7 5 -6 -7 12 -9 14 16 -12 -13 18 -15 20 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0010666951504482015 0.0003327221164788535 0.00037264191638381659 0.00065947908455223395 0.00076966043986076936 -8.7309849408736504e-05 0.0003118030551387803 0.00038013045805542498 0.00030043118554581627 0.00085434832913624625 0.00065328945893980634 0.00082133763203561774 9.9759995624665453e-05 0.00098149270383893119 0.00074142154881917254 0.00075227201932134683 0.00065581814301661511 0.00088045965135576272 0.00016833981405962704 0.0006443040626312311 0.00076498616676183269 0.00057989677095284008 0.00049632560116075436 0.00020583263364811399
leaf_weight=239 63 58 68 52 59 59 55 60 915 72 167 86 63 96 131 91 175 52 65 130 53 63 62
leaf_count=239 63 58 68 52 59 59 55 60 915 72 167 86 63 96 131 91 175 52 65 130 53 63 62
internal_value=0 0.000771909 0.000795267 0.000811709 0.000199635 0.000526612 0.000825746 0.000491451 0.000848702 0.000908616 0.000965859 0.000263897 0.000722217 0.000610059 0.000815795 0.000836425 0.000814383 0.000343001 0.000787723 0.000835842 0.000702812 0.000414803 0.000286751
internal_weight=0 2611 2491 2363 323 111 2252 128 1843 653 406 264 409 151 1190 1006 247 178 258 193 184 126 120
internal_count=2934 2611 2491 2363 323 111 2252 128 1843 653 406 264 409 151 1190 1006 247 178 258 193 184 126 120
is_linear=0
shrinkage=0.0032998


Tree=6292
num_leaves=14
num_cat=0
split_feature=10 42 15 394 1348 151 150 151 39 484 49 43 150
split_gain=0.214536 0.350018 0.400916 0.164981 0.148555 0.257149 0.198865 0.294679 0.179447 0.107104 0.122471 0.120482 0.0533658
threshold=-1.0000000180025095e-35 0.086510000000000017 -0.073274999999999993 0.062345000000000005 0.084895000000000012 0.072810000000000014 0.10233000000000002 -0.082164999999999988 0.098380000000000009 -0.085034999999999986 -0.0069299999999999995 -0.082094999999999987 0.097540000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -8 9 10 -2 -11 -7
right_child=3 -3 -4 -5 -6 12 7 -9 -10 11 -12 -13 -14
leaf_value=-0.017895686445788477 0.015285896929346038 0.008564312687764435 0.0025865135042588282 0.013394774169971117 -0.0040586884920463268 0.0085686284437892276 0.004957729413926029 -0.011688595837225922 -0.002646754930404695 0.0019864617136814535 0.0058450763325205305 0.00492743689508344 0.016160383109722919
leaf_weight=54 52 58 54 55 62 55 65 56 102 529 160 1579 53
leaf_count=54 52 58 54 55 62 55 65 56 102 529 160 1579 53
internal_value=0 -0.0019661 -0.00763795 0.00425545 0.00406951 0.00426029 0.00391768 -0.00273151 0.0042506 0.00455462 0.00816922 0.00419026 0.0123108
internal_weight=0 166 108 2768 2713 2651 2543 121 2422 2320 212 2108 108
internal_count=2934 166 108 2768 2713 2651 2543 121 2422 2320 212 2108 108
is_linear=0
shrinkage=0.16829


Tree=6293
num_leaves=16
num_cat=0
split_feature=4 15 3 3 0 48 48 147 48 13 3 4 3 0 2
split_gain=0.242884 0.260513 0.262629 0.215258 0.231447 0.149979 0.186847 0.206066 0.15903 0.183377 0.2585 0.172418 0.235941 0.196583 0.106646
threshold=0.31392000000000003 -0.41725999999999991 0.10661500000000002 -0.043609999999999989 -0.08155999999999998 0.12737000000000001 0.10713500000000002 0.091170000000000015 0.10168500000000001 -0.098524999999999988 -0.099169999999999994 0.074650000000000008 -0.043609999999999989 -0.10726999999999999 0.093595000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -5 6 7 8 9 10 -1 13 -13 -11 -12
right_child=1 2 -4 4 -6 -7 -8 -9 -10 11 14 12 -14 -15 -16
leaf_value=0.019119632241949493 -0.0056765790823479394 -0.00017803371747694422 -0.015011425264908923 0.00092445571707430762 0.015483707268418835 -0.0035686049118836415 0.013219477617768462 -0.0063947303923559502 -0.0050909884043309648 -0.0024828229826262321 0.010397136640061765 0.004287637547985548 0.017553201676994173 0.0038237780554464854 0.00074101298442400541
leaf_weight=54 56 78 60 77 52 76 61 55 53 151 61 108 59 1863 70
leaf_count=54 56 78 60 77 52 76 61 55 53 151 61 108 59 1863 70
internal_value=0 -0.00110255 -0.00664035 0.00301864 0.00680723 0.00378525 0.00400643 0.00377854 0.00401059 0.00421523 0.00930892 0.00378234 0.00898503 0.00335005 0.00525109
internal_weight=0 323 138 185 129 2611 2535 2474 2419 2366 185 2181 167 2014 131
internal_count=2934 323 138 185 129 2611 2535 2474 2419 2366 185 2181 167 2014 131
is_linear=0
shrinkage=0.16829


Tree=6294
num_leaves=31
num_cat=0
split_feature=2 0 15 0 3 133 156 484 0 3 15 3 402 12 43 2 15 3 160 160 133 160 133 0 43 2 0 1 2 160
split_gain=0.185539 0.219845 0.220729 0.438607 0.149176 0.158721 0.229969 0.360706 0.224828 0.26363 0.518539 0.202062 0.187669 0.148552 0.349253 0.242844 0.147752 0.144344 0.143607 0.241124 0.397157 0.199443 0.142339 0.123669 0.114991 0.0909388 0.082194 0.079184 0.0738977 0.0596018
threshold=0.10633000000000002 0.12321500000000001 -0.074124999999999983 -0.10028499999999999 0.10402500000000002 0.041800000000000011 0.0010500000000000004 0.084225000000000008 -0.016414999999999996 -0.07385499999999999 -0.029529999999999997 1.0000000180025095e-35 0.036770000000000004 0.091680000000000011 -0.043004999999999995 0.090085000000000012 -0.089604999999999976 0.085880000000000012 0.085305000000000006 -0.081594999999999987 0.086265000000000022 0.10210000000000001 0.087285000000000015 -0.033754999999999993 -0.0062949999999999994 0.095565000000000011 -0.064994999999999983 0.10985500000000002 0.13751000000000005 -0.14079499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 16 -4 5 6 8 24 9 13 11 -11 18 15 -15 -1 17 27 19 22 -21 -20 -7 26 -8 -22 -5 -2 -29 -24
right_child=1 -3 3 23 -6 12 7 -9 -10 10 -12 -13 -14 14 -16 -17 -18 -19 21 20 25 -23 29 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0027957769884491982 0.0047557091328821431 -0.0096735538042685091 -0.012078222438764767 0.0036260255189599546 -0.0033592286314458515 -0.006830840292395739 0.011005229547385548 0.0010755295921756258 -0.0045652774782289924 0.0077172186624372358 0.019433608408407139 -0.0043736509994632931 -0.0061996008731277346 0.0011309376304842473 0.015175879836259626 -0.0091294928271965191 0.012135431364490454 0.0079936909124455023 -0.010531976464609476 0.016932794890339213 0.0046682071645047776 0.0034870861890700616 -0.00068523625317183439 0.0089445693835173666 0.02214039429306585 -0.0027297802130119373 -0.0042259770727172971 -0.0075367686538874712 0.0012074254857428793 0.0065703999227317957
leaf_weight=547 56 58 88 74 88 77 53 70 81 124 92 57 74 121 86 53 56 90 52 76 315 64 78 55 54 55 77 53 56 54
leaf_count=547 56 58 88 74 88 77 53 70 81 124 92 57 74 121 86 53 56 90 52 76 315 64 78 55 54 55 77 53 56 54
internal_value=0 0.000220554 0.00117205 -0.00212997 0.00342344 0.00369768 0.00483892 0.0104957 0.00397496 0.00461715 0.00914113 0.00389967 0.00188848 0.0030845 0.00697471 0.00173938 0.00429935 0.00257143 0.0026671 0.00363484 0.00584583 -0.00278183 -0.00107474 0.00211105 0.0166416 0.00356365 -0.000366078 -0.000375273 -0.00302786 0.00226937
internal_weight=0 663 605 294 2271 2183 1338 177 1161 1080 273 181 845 807 207 600 311 255 771 655 446 116 209 206 107 370 151 165 109 132
internal_count=2934 663 605 294 2271 2183 1338 177 1161 1080 273 181 845 807 207 600 311 255 771 655 446 116 209 206 107 370 151 165 109 132
is_linear=0
shrinkage=0.16829


Tree=6295
num_leaves=34
num_cat=0
split_feature=3 3 39 42 12 12 48 3 3 43 133 12 48 51 155 159 3 48 52 159 52 12 42 43 1212 457 132 402 43 52 43 3 43
split_gain=8.03908 3.20252 2.94308 1.38234 0.883475 0.794129 0.544724 0.73639 0.718002 0.504752 0.774593 0.46385 0.361102 0.327852 0.303706 0.256722 0.269187 0.249122 0.236271 0.310977 0.295575 0.193097 0.158863 0.151354 0.220522 0.182954 0.187214 0.145947 0.100614 0.100374 0.0931304 0.0878083 0.0833335
threshold=-0.063264999999999988 0.30863500000000005 0.082765000000000019 -1.0000000180025095e-35 0.023990000000000004 0.092755000000000018 -0.024949999999999996 -0.0045699999999999985 0.10402500000000002 -0.073404999999999984 0.077945 0.10595000000000002 0.093225000000000016 -0.057604999999999996 0.083985000000000018 -0.017619999999999997 -0.086064999999999989 0.10096000000000001 0.023800000000000005 -0.25625999999999993 -0.080219999999999986 -0.053404999999999987 -0.051634999999999993 0.00042000000000000007 -0.065539999999999987 0.048870000000000004 -0.083284999999999984 -1.0000000180025095e-35 0.092445000000000013 -0.065394999999999995 -0.084879999999999983 -0.082354999999999984 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 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 -4 -1 15 -2 11 29 10 -5 -8 13 14 -7 16 -6 -10 20 -20 -15 -3 -21 24 -17 26 -26 -22 32 -9 -12 -18 -25
right_child=1 21 3 9 5 12 7 8 17 -11 30 -13 -14 18 -16 23 31 -19 19 22 27 -23 -24 28 25 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.00058765696571408356 0.00056872754791124946 0.00022580961941305857 0.00088903668956594151 -4.6694172689809078e-05 0.0013453556657502853 0.00066334053395960234 0.00044875947595494783 0.0010703189379574214 0.00094351130838670242 0.00056402790536656713 0.00029227187611508682 0.00086523532065664133 0.00068071967493866039 0.0010818146553463173 0.00095853159472507788 0.0012179959942362384 0.00096053658780788169 0.00063552239309304902 0.00085530048556472951 0.0009699535153059577 0.00094398904400771393 -3.7419577279174931e-05 0.0011819947608911092 0.00095127883954818451 0.0011601959713438766 0.0011649826418944199 0.00098127391229674635 0.00075036832518000603 0.0010212400572481082 0.0012551384971107534 0.00048493830470107375 0.0011303521857602332 0.00077000529093116678
leaf_weight=64 66 61 57 69 53 91 53 73 65 67 52 66 77 66 67 65 56 53 76 61 70 60 118 61 73 83 675 118 78 65 61 99 57
leaf_count=64 66 61 57 69 53 91 53 73 65 67 52 66 77 66 67 65 56 53 76 61 70 60 118 61 73 83 675 118 78 65 61 99 57
internal_value=0 0.000593344 0.000674021 0.00042514 0.000970797 0.000982776 0.000846634 0.000895451 0.000995445 0.000318806 0.000228338 0.000680042 0.000896439 0.000921289 0.000788739 0.00103216 0.00113976 0.000805476 0.000962365 0.00103418 0.00089013 9.49916e-05 0.00110993 0.00101163 0.00103016 0.00101543 0.000998783 0.000822649 0.000926763 0.00115763 0.000396589 0.00106923 0.000864013
internal_weight=0 868 747 306 2108 2044 441 375 256 249 182 119 744 667 158 1300 208 118 509 255 254 121 179 1092 896 831 748 188 196 138 113 155 118
internal_count=2976 868 747 306 2108 2044 441 375 256 249 182 119 744 667 158 1300 208 118 509 255 254 121 179 1092 896 831 748 188 196 138 113 155 118
is_linear=0
shrinkage=0.0032998


Tree=6296
num_leaves=23
num_cat=0
split_feature=1 42 10 49 150 1 4 474 49 484 484 481 0 16 1 1 0 42 16 13 483 4
split_gain=0.320387 0.347426 0.299521 0.208318 0.280895 0.184914 0.182116 0.201311 0.14511 0.143932 0.365285 0.221343 0.169744 0.211696 0.1381 0.318741 0.140074 0.10544 0.199945 0.0984191 0.0759848 0.0624579
threshold=0.10123500000000001 0.109255 -0.010699999999999999 -0.070754999999999985 0.089810000000000015 0.081905000000000019 -0.39175499999999991 0.084420000000000009 -0.07929499999999999 -0.081614999999999979 -0.020824999999999996 -0.086574999999999985 -0.099244999999999986 -0.10750499999999999 0.090540000000000023 0.092485000000000026 0.10923000000000001 0.094110000000000013 -0.28430999999999995 -0.065824999999999981 0.085850000000000024 -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
left_child=3 2 -2 5 9 -1 -4 8 -8 11 -11 -5 13 19 16 -16 -14 18 -10 -12 21 -13
right_child=1 -3 6 4 -6 -7 7 -9 17 10 12 20 14 -15 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00509813193837849 0.01166462705432229 -0.01027525231855066 0.0078393553318503797 -0.0093377601356851928 -0.0063030405078018815 0.016461539563392674 -0.01028939910295483 0.0078252422621344804 0.0022703659025314726 0.015038826447188227 -0.0010708963785430136 0.0048024916054536003 0.0035487828171816621 0.014136578056135229 -0.011473964097996284 0.0034829093308057259 0.012413157721490117 0.0049708568034929762 -0.0057766395158366573 0.0083513910132539428 0.0081444712755264232 -0.0024346835697998076
leaf_weight=100 71 82 76 54 78 69 55 65 155 89 62 60 1151 98 57 138 53 68 200 63 55 77
leaf_count=100 71 82 76 54 78 69 55 65 155 89 62 60 1151 98 57 138 53 68 200 63 55 77
internal_value=0 7.8402e-05 0.00131144 0.00406459 0.00359169 0.00974826 0.000121015 -0.000955959 -0.00215381 0.00398699 0.00453427 0.000173127 0.00395678 0.00827411 0.00326731 -0.000879887 0.00394048 -0.00109175 -0.0022581 0.00366356 0.00285742 0.000721769
internal_weight=0 772 690 2204 2035 169 619 543 478 1957 1711 246 1622 223 1399 195 1204 423 355 125 192 137
internal_count=2976 772 690 2204 2035 169 619 543 478 1957 1711 246 1622 223 1399 195 1204 423 355 125 192 137
is_linear=0
shrinkage=0.16829


Tree=6297
num_leaves=19
num_cat=0
split_feature=4 43 12 4 3 4 4 51 2 1429 457 12 43 43 3 12 483 4
split_gain=0.183281 0.182916 0.182411 0.241842 0.18414 0.203544 0.194331 0.169698 0.18926 0.167225 0.180536 0.150276 0.118963 0.114112 0.132992 0.123408 0.106771 0.10477
threshold=-0.17568999999999999 -0.50589999999999991 0.085655000000000023 -0.10429499999999998 -0.086064999999999989 -0.075324999999999989 -0.029404999999999997 -0.057604999999999996 0.098655000000000007 0.026145000000000005 -0.016289999999999995 0.086085000000000009 -0.22491499999999998 -0.094299999999999981 -0.096099999999999977 0.086625000000000021 0.086680000000000021 -0.0026499999999999996
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 -3 6 -6 -5 -1 -9 10 -7 -4 -13 14 -14 -15 -17 -8
right_child=1 2 11 4 5 9 17 8 -10 -11 -12 12 13 15 -16 16 -18 -19
leaf_value=0.0014026458791580191 0.011834437578254522 -0.009960037668793921 0.011728113988577241 0.011605041546480342 -0.0083745134677551888 -0.0059738050377443931 -0.0025849554279661559 0.017856623551731517 0.00546798628546755 -0.0062500065489649367 0.0026249315396956268 -0.0029950958428428707 0.00095955293670039403 -0.0051585845907543074 0.011316047319369601 0.0024651829066786937 0.0077551071661234282 0.0068744407493707815
leaf_weight=94 54 62 55 83 80 79 81 60 85 89 550 95 56 55 96 1126 120 56
leaf_count=94 54 62 55 83 80 79 81 60 85 89 550 95 56 55 96 1126 120 56
internal_value=0 0.00213043 0.00193445 0.000242096 0.000865209 -0.000321086 0.00517639 0.00699422 0.0106067 0.00057373 0.00154211 0.00307353 0.00276487 0.00314271 0.00751232 0.00263081 0.00297609 0.00126855
internal_weight=0 2737 2683 1080 1018 798 220 239 145 718 629 1603 1548 1453 152 1301 1246 137
internal_count=2976 2737 2683 1080 1018 798 220 239 145 718 629 1603 1548 1453 152 1301 1246 137
is_linear=0
shrinkage=0.16829


Tree=6298
num_leaves=15
num_cat=0
split_feature=4 124 13 13 14 43 14 43 49 4 48 4 43 13
split_gain=13.0722 2.92856 1.82704 1.10272 0.840194 0.599147 0.544481 0.511536 0.517612 0.744654 0.388499 0.276849 0.148537 0.115855
threshold=0.31392000000000003 -0.048219999999999992 -0.27740999999999993 0.23074000000000003 -1.0000000180025095e-35 -0.45013999999999993 0.073890000000000011 -0.16878999999999997 0.11580500000000001 0.024470000000000002 0.087645000000000015 -0.4950449999999999 -0.049364999999999992 -0.17030499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 6 -2 -5 7 -4 11 -10 -1 -9 -6 -14
right_child=4 2 3 5 12 -7 -8 8 9 -11 -12 -13 13 -15
leaf_value=0.00071240391726820921 0.00056318303591384805 0.00051111730092933837 0.00077385207136309111 0.00095451688241564065 9.399825214920549e-05 0.00046280521332725641 0.0013301010680818255 0.0012366833931777242 0.0010893858480384496 0.00059419511710123111 0.00038896620347611115 0.0010642892054334905 0.00014355838013557152 0.0003387284478869356
leaf_weight=100 98 72 71 57 91 52 80 110 72 62 69 1899 54 89
leaf_count=100 98 72 71 57 91 52 80 110 72 62 69 1899 54 89
internal_value=0 0.00100131 0.00103002 0.00104555 0.000306477 0.000720262 0.001061 0.00105126 0.00106043 0.000860531 0.000580558 0.00107375 0.000198817 0.000265274
internal_weight=0 2644 2475 2403 332 109 2294 2214 2143 134 169 2009 234 143
internal_count=2976 2644 2475 2403 332 109 2294 2214 2143 134 169 2009 234 143
is_linear=0
shrinkage=0.0032998


Tree=6299
num_leaves=10
num_cat=0
split_feature=9 48 0 47 48 34 48 14 475
split_gain=0.224714 0.18005 0.166563 0.151185 0.141155 0.138739 0.146961 0.131465 0.132436
threshold=0.083710000000000021 0.11904500000000003 0.15312500000000004 0.117025 0.10697500000000001 -0.027829999999999997 -0.088899999999999993 0.080670000000000006 0.016915000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 -7 8 -8
right_child=-2 3 -4 -5 -6 6 7 -9 -10
leaf_value=-0.0038333885305365384 -0.0049307585167714559 0.0027392213125373489 0.012398507381697042 -0.0089511280320630302 0.011490401998050447 0.011472503258188767 0.0034446896450567683 -0.0051681257927886264 -0.0034653417602319432
leaf_weight=81 102 62 57 63 57 60 2359 54 81
leaf_count=81 102 62 57 63 57 60 2359 54 81
internal_value=0 0.00310079 0.00338515 -0.00313834 0.00319363 0.00301347 0.00323133 0.00303234 0.00321456
internal_weight=0 2874 2749 125 2692 2635 2554 2494 2440
internal_count=2976 2874 2749 125 2692 2635 2554 2494 2440
is_linear=0
shrinkage=0.16829


Tree=6300
num_leaves=18
num_cat=0
split_feature=14 149 4 10 1447 43 12 52 13 1 400 376 1212 14 43 124 1
split_gain=0.26953 0.155526 0.202344 0.193887 0.126201 0.152423 0.260167 0.218542 0.181631 0.169574 0.149958 0.123302 0.127744 0.0855289 0.0823118 0.0777832 0.14068
threshold=0.086850000000000011 0.075040000000000009 0.31392000000000003 -0.0078549999999999991 -0.085574999999999984 0.0015200000000000003 0.091495000000000007 0.078330000000000025 -0.07298499999999998 0.078705000000000011 -0.084269999999999998 0.084545000000000009 -0.069964999999999986 -0.41608999999999996 0.057215000000000009 -1.0000000180025095e-35 0.121715
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 -1 10 7 9 -8 -7 -6 12 -12 -5 -10 -15 -17
right_child=-2 -3 3 13 5 6 8 -9 14 -11 11 -13 -14 15 -16 16 -18
leaf_value=-0.0032386266946832685 0.014350378823299323 0.0096518426577186962 -0.011324429848914156 0.0047757183440731181 -0.003275376468128365 0.0064264822486432465 0.012324082753051416 -0.010198366546510615 0.0070374436161457811 -0.0060325740848374016 0.0092149907999330948 0.011686525107945846 0.0031557473973254841 0.003075823263607151 -0.00081090078280259491 0.00075147961300930347 -0.010693256923082648
leaf_weight=103 53 78 53 72 90 65 55 96 52 59 105 54 1698 56 138 66 56
leaf_count=103 53 78 53 72 90 65 55 96 52 59 105 54 1698 56 138 66 56
internal_value=0 0.0022329 0.00202691 -0.00207831 0.00252221 0.00276896 2.75851e-05 -0.00416929 0.00380354 0.000483894 0.00342276 0.00374836 0.00350961 -0.000110949 0.00132761 -0.00209767 -0.00448712
internal_weight=0 2896 2818 303 2515 2412 465 220 245 124 1947 1857 1803 250 190 178 122
internal_count=2949 2896 2818 303 2515 2412 465 220 245 124 1947 1857 1803 250 190 178 122
is_linear=0
shrinkage=0.16829


Tree=6301
num_leaves=23
num_cat=0
split_feature=4 40 10 40 51 150 51 4 124 447 150 11 4 4 42 11 15 158 15 4 4 4
split_gain=14.951 3.6971 0.96409 0.803371 0.750747 0.875089 0.61708 0.551057 0.452698 0.426347 0.389261 0.355886 0.434659 0.349602 0.657526 0.284553 0.248044 0.231774 0.20478 0.158245 0.0771646 0.0457987
threshold=0.31392000000000003 -0.034699999999999988 -1.0000000180025095e-35 0.0023950000000000004 0.085655000000000023 0.083680000000000018 0.084510000000000016 0.046185000000000004 -0.082024999999999987 0.086260000000000017 0.081245000000000026 1.0000000180025095e-35 -0.10023999999999998 -0.078249999999999986 0.079335000000000003 0.086175000000000015 -0.065419999999999992 0.019155000000000002 -0.45775499999999997 0.11321500000000001 0.50291500000000011 -0.15283499999999997
decision_type=2 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 7 13 8 9 -1 11 18 12 -3 21 -15 -13 17 -9 -4 -18 -20 -6
right_child=2 3 10 -5 5 -7 -8 16 -10 -11 -12 15 -14 14 -16 -17 19 -19 20 -21 -22 -23
leaf_value=0.00076685997397253538 0.00015874269468027521 0.0011866775641791768 0.00066326625868135978 0.00092466003274378848 0.001328991436797761 0.00084053518692307305 0.00053803723198717036 0.0011917568453228386 0.0011421865079576136 0.0010805857221424296 0.0008601364449730487 0.0017448914219945189 0.00139089240852483 0.00093595705748254039 0.0013593144724766998 0.0013968247694357695 0.00096734481893942623 0.0014281384464690659 0.00054544901210863412 0.0012115914327797499 0.00036568454201977988 0.0014723743232301341
leaf_weight=69 60 126 100 55 54 65 52 100 73 52 59 54 1432 74 89 52 52 88 53 72 55 63
leaf_count=69 60 126 100 55 54 65 52 100 73 52 59 54 1432 74 89 52 52 88 53 72 55 63
internal_value=0 0.00128598 0.000537497 0.00132103 0.0013302 0.00118707 0.00084712 0.00135454 0.000960058 0.0013779 0.000622479 0.00138717 0.0013744 0.0012674 0.00116733 0.00157447 0.00122594 0.00130259 0.000554897 0.00110945 0.000454228 0.0014065
internal_weight=0 2622 327 2428 2373 345 194 2028 142 1716 267 1664 1558 280 163 106 312 188 208 124 108 117
internal_count=2949 2622 327 2428 2373 345 194 2028 142 1716 267 1664 1558 280 163 106 312 188 208 124 108 117
is_linear=0
shrinkage=0.0032998


Tree=6302
num_leaves=12
num_cat=0
split_feature=14 147 33 48 1429 160 155 1 1 1 42
split_gain=0.196373 0.148097 0.2157 0.318477 0.168671 0.212853 0.178419 0.221613 0.22292 0.183163 0.0388545
threshold=0.086850000000000011 0.093085000000000015 0.085370000000000015 -0.078904999999999989 0.084895000000000012 -0.076594999999999983 0.10663500000000002 0.09803000000000002 0.091915000000000011 0.10351500000000001 0.084755000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 8 -5 -9 -7
right_child=-2 -3 -4 4 5 10 -8 9 -10 -11 -12
leaf_value=-0.0082508242305687103 0.013160221971313099 0.010253232610816945 0.013363463696136849 0.002441694443922266 0.016045425907204092 0.0066637717968604029 0.0097849109452676254 -0.0091370547930328203 0.0091512104997857561 0.00029064042918461569 0.00021398721266643363
leaf_weight=77 53 74 52 1717 59 53 89 66 153 502 54
leaf_count=77 53 74 52 1717 59 53 89 66 153 502 54
internal_value=0 0.00281311 0.00261737 0.00241499 0.00272062 0.00792174 0.00237825 0.00210713 0.00299162 -0.000801668 0.00342553
internal_weight=0 2896 2822 2770 2693 166 2527 2438 1870 568 107
internal_count=2949 2896 2822 2770 2693 166 2527 2438 1870 568 107
is_linear=0
shrinkage=0.16829


Tree=6303
num_leaves=21
num_cat=0
split_feature=1 3 2 10 1 12 1 16 2 3 47 14 3 1213 42 2 2 43 3 12
split_gain=16.8266 3.26488 1.92205 1.47846 1.33159 1.34973 0.73751 0.629174 0.649579 0.514948 0.476774 0.374868 0.835956 0.284443 0.309362 0.282254 0.196127 0.134951 0.191791 0.0918782
threshold=0.10921500000000002 -0.055994999999999996 0.13226500000000005 -0.00189 0.092845000000000025 -1.0000000180025095e-35 0.121715 0.28127000000000008 0.093470000000000011 0.094635000000000011 0.084155000000000021 0.073890000000000011 -0.10175499999999998 0.12389500000000002 0.088185000000000013 0.13447000000000003 0.11218000000000002 -0.45780999999999999 -0.13827999999999999 0.095450000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 -3 9 -6 -2 8 19 11 15 12 17 14 -14 16 -5 -1 -19 -7
right_child=1 3 -4 10 5 7 -8 -9 -10 -11 -12 -13 13 -15 -16 -17 -18 18 -20 -21
leaf_value=0.0009609508177985084 0.0011981017048520435 7.7605631158666075e-05 0.00066862046053050813 0.00046813705568892172 0.000767321013060075 0.0013289696709971759 0.00073970504367842048 0.0015088389034467319 0.00086181002226573154 0.0010088357884036876 0.00081307123078975358 0.0015485647948114169 0.0013703112627940777 0.0015435746082887948 0.0012674372334897112 0.00034784255031079098 0.0007166710442757918 0.0013116601410919709 0.0010254551603330602 0.0011683107627129112
leaf_weight=54 102 83 55 71 92 88 62 67 65 54 71 90 1110 81 464 83 70 53 53 81
leaf_count=54 102 83 55 71 92 88 62 67 65 54 71 90 1110 81 464 83 70 53 53 81
internal_value=0 0.000636023 0.00127972 0.000467158 0.001294 0.00111813 0.00102502 0.00122524 0.00114389 0.00132926 0.000576642 0.00133832 0.00132788 0.00134999 0.00134001 0.000501545 0.000591773 0.00109893 0.00116889 0.00125218
internal_weight=0 542 2407 378 2352 393 164 301 234 1959 295 1905 1815 1655 1574 224 141 160 106 169
internal_count=2949 542 2407 378 2352 393 164 301 234 1959 295 1905 1815 1655 1574 224 141 160 106 169
is_linear=0
shrinkage=0.0032998


Tree=6304
num_leaves=20
num_cat=0
split_feature=4 2 12 3 2 2 2 3 2 151 11 3 3 160 42 47 4 43 12
split_gain=19.6023 6.25004 3.53894 1.53515 1.35437 1.2464 0.876841 0.670599 0.534659 0.476956 0.404968 0.344245 0.499995 0.306664 0.281131 0.247912 0.211763 0.148526 0.0748866
threshold=0.27998000000000006 0.14132000000000003 -0.010419999999999997 0.11745500000000002 -0.007134999999999999 0.094765000000000016 0.14808000000000002 -0.080854999999999996 0.089165000000000008 -0.085574999999999984 1.0000000180025095e-35 -0.14186499999999996 -0.099169999999999994 -0.075199999999999975 0.09112000000000002 0.10378000000000003 -0.0046399999999999992 -0.049999999999999996 0.093910000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 -1 -6 7 -2 10 -10 14 -11 -13 -9 15 -4 -7 -15 -16
right_child=6 -3 3 -5 5 16 -8 13 9 11 -12 12 -14 17 18 -17 -18 -19 -20
leaf_value=0.00061529749857273431 0.00090793194976911075 0.00057797504805771351 0.0015618474395432329 0.00096158858750510987 0.0015942079238971411 0.00085530146138779086 0.00021918090383861715 0.00075924469889735368 0.0011819218273622565 0.0016385660818528003 0.0017927908700655388 0.0011235741986946387 0.0014571087134964912 0.00032147688266248987 0.0014937989121670031 0.0013276976246311926 0.0011482071760325026 0.00054577251408724579 0.0013675544246697293
leaf_weight=58 77 94 998 60 58 58 65 52 76 103 67 54 648 53 100 54 53 86 135
leaf_count=58 77 94 998 60 58 58 65 52 76 103 67 54 648 53 100 54 53 86 135
internal_value=0 0.00141405 0.00144519 0.00148411 0.00105163 0.00120117 0.000563825 0.000647283 0.00149812 0.00143426 0.00153964 0.00145804 0.0014315 0.00054202 0.00152644 0.00154986 0.000995475 0.000460503 0.00142143
internal_weight=0 2616 2522 2295 227 169 333 268 2235 881 1354 805 702 191 1287 1052 111 139 235
internal_count=2949 2616 2522 2295 227 169 333 268 2235 881 1354 805 702 191 1287 1052 111 139 235
is_linear=0
shrinkage=0.0032998


Tree=6305
num_leaves=16
num_cat=0
split_feature=10 1374 1456 484 159 34 42 14 4 4 52 403 484 52 52
split_gain=0.315522 0.246182 0.193787 0.191469 0.168578 0.172618 0.160197 0.134857 0.153151 0.29027 0.17684 0.118996 0.0844809 0.0676393 0.104862
threshold=-1.0000000180025095e-35 0.086000000000000007 -0.24153499999999997 0.091085000000000013 0.078065000000000009 -0.023104999999999997 0.10656000000000002 -0.10523499999999998 0.010535000000000001 -0.0064399999999999987 -0.40011499999999994 -0.072664999999999993 0.11912000000000002 0.024870000000000003 -0.025999999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 5 -1 7 -4 9 -9 -10 -8 -5 14 -13
right_child=1 -3 3 12 -6 -7 11 8 10 -11 -12 13 -14 -15 -16
leaf_value=2.6033278948173963e-05 0.013708762288793178 0.013246464888277106 0.011608364509642853 -0.0050626998715158243 0.0043088146553808514 -0.01300524345784442 0.0053774388117624966 0.0041977136470384962 0.01047593205403608 0.010462421682459354 0.00068191980746728869 -0.005708578203488481 0.0033462907837553089 -0.0073471674716680301 0.0041919651902773787
leaf_weight=54 57 84 75 96 57 61 84 1432 59 246 459 54 52 53 69
leaf_count=54 57 84 75 96 57 61 84 1432 59 246 459 54 52 53 69
internal_value=0 0.00426339 0.00398693 0.00377941 -0.00315534 -0.00687059 0.00412369 0.00457674 0.00433577 0.00511721 0.00180092 0.00015958 -0.00209605 -0.00232055 -0.000140009
internal_weight=0 2820 2736 2679 172 115 2531 2271 2196 1678 518 260 148 176 123
internal_count=2992 2820 2736 2679 172 115 2531 2271 2196 1678 518 260 148 176 123
is_linear=0
shrinkage=0.16829


Tree=6306
num_leaves=25
num_cat=0
split_feature=1 3 3 1 52 10 1 16 0 52 52 0 0 0 16 48 48 3 42 3 3 16 49 16
split_gain=8.31071 1.13165 0.823498 0.817089 0.535499 0.493555 0.448009 0.384757 0.329903 0.376533 0.314986 0.313789 0.387079 0.279505 0.696292 0.345543 0.268541 0.212453 0.19042 0.153596 0.215877 0.151955 0.142218 0.0690343
threshold=0.10932500000000002 -0.049204999999999992 -0.071369999999999975 0.12500000000000003 -0.092084999999999986 -0.00189 0.095085000000000017 -0.50720999999999983 -0.15270499999999995 -0.062309999999999997 -0.16495999999999997 -0.14534499999999997 -0.108275 0.040570000000000002 0.23074000000000003 -0.0020199999999999997 0.08035500000000001 -0.14326499999999995 0.081180000000000016 0.088880000000000015 -0.021559999999999996 -0.33811499999999994 0.088805000000000009 -0.044939999999999987
decision_type=2 2 2 2 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 17 10 -3 18 -1 -7 -10 -4 -9 -13 15 -15 -14 -8 -2 19 20 -6 -11 -17 -20
right_child=1 5 4 -5 6 8 16 11 9 21 -12 12 13 14 -16 22 -18 -19 23 -21 -22 -23 -24 -25
leaf_value=0.00072877225771404317 0.00072379217424251127 0.00019050946746032086 0.00090938041821137189 0.00039916493764232715 0.00084440043348720211 0.0002732978956276791 0.0007894041275957268 0.0012550730113070985 0.0003659521490902548 0.00051920408169648681 0.0012392659516744216 0.00074758652826656901 0.0012938808109565355 0.00057409508166084459 0.0011020267424474981 0.0010313853030658321 0.00048985520809284101 0.0010012527015441173 0.00084068890047692894 0.00080503511022406626 0.0010936982208712505 0.00074188663717728552 0.00093878219835277885 0.00067192044689602963
leaf_weight=54 54 82 74 55 67 65 71 58 84 60 57 62 52 52 58 1269 62 72 62 75 93 80 222 52
leaf_count=54 54 82 74 55 67 65 71 58 84 60 57 62 52 52 58 1269 62 72 62 75 93 80 222 52
internal_value=0 0.000521748 0.000970259 0.000735909 0.000865191 0.00041717 0.000814023 0.00100549 0.000481361 0.000541579 0.00105319 0.0010139 0.00100572 0.00101538 0.000852779 0.00102695 0.00065003 0.000882621 0.000876418 0.000930795 0.000989525 0.000646703 0.00101762 0.000764016
internal_weight=0 552 2440 181 613 371 482 1827 289 224 131 1773 1715 1653 110 1543 133 126 349 235 160 140 1491 114
internal_count=2992 552 2440 181 613 371 482 1827 289 224 131 1773 1715 1653 110 1543 133 126 349 235 160 140 1491 114
is_linear=0
shrinkage=0.0032998


Tree=6307
num_leaves=20
num_cat=0
split_feature=44 12 15 0 4 12 133 484 42 1454 13 13 484 160 483 1446 159 42 0
split_gain=0.246097 0.271878 0.28053 0.276174 0.278921 0.216824 0.35521 0.200472 0.157383 0.208803 0.155944 0.175818 0.140281 0.129114 0.123047 0.109681 0.157836 0.127023 0.0756477
threshold=1.0000000180025095e-35 0.083400000000000016 0.13592500000000005 0.10923000000000001 -0.17568999999999999 -0.14392999999999997 -1.0000000180025095e-35 -0.069939999999999988 0.091485000000000025 0.079885000000000012 -0.048579999999999991 -0.062109999999999992 -0.020824999999999996 0.092865000000000017 -0.095689999999999983 0.083735000000000018 -0.085164999999999977 0.083725000000000008 -0.066934999999999981
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 -1 -6 -7 -8 9 14 11 12 -10 -9 -3 17 -17 -16 -14
right_child=-2 2 -4 -5 5 6 7 13 10 -11 -12 -13 18 -15 15 16 -18 -19 -20
leaf_value=0.011433667302377165 0.014829436893135418 0.014427874019353975 -0.0063508550999602491 -0.010182657614668645 0.0096592975351973594 -0.0094108672428567276 -0.0083531457427836239 0.0016746585176020043 0.010044061516850484 -0.0022997998606850904 0.0099179061845368396 -0.0079299285711543158 0.0022681328894396751 0.010398823467031077 0.0052205810982283076 0.0076904122229694725 -0.0050732275869234764 0.0087207637277206124 -0.0046946547067465297
leaf_weight=79 57 52 63 57 72 98 52 446 59 83 68 52 263 54 808 52 58 466 53
leaf_count=79 57 52 63 57 72 98 52 446 59 83 68 52 263 54 808 52 58 466 53
internal_value=0 0.00365353 0.00469484 0.00113068 0.00193799 0.000896503 -7.13813e-05 0.00158346 0.00504125 0.00589132 0.00242902 0.0012322 0.00250747 0.00262046 0.00636602 0.00606182 0.000944161 0.00650228 0.00109464
internal_weight=0 2935 2077 858 801 722 650 552 2014 1519 495 427 375 500 1436 1384 110 1274 316
internal_count=2992 2935 2077 858 801 722 650 552 2014 1519 495 427 375 500 1436 1384 110 1274 316
is_linear=0
shrinkage=0.16829


Tree=6308
num_leaves=22
num_cat=0
split_feature=2 12 2 2 2 16 16 0 124 0 15 49 15 11 11 160 42 49 0 15 0
split_gain=7.97033 3.08484 1.11131 1.14662 0.952604 0.592706 0.663667 0.441798 0.511735 0.396063 0.471446 0.260063 0.320808 0.256013 0.313642 0.229722 0.218573 0.195719 0.188907 0.227986 0.199893
threshold=0.12750000000000003 0.023990000000000004 0.072175000000000017 0.092250000000000013 0.25063000000000007 0.15273500000000004 -0.0088649999999999996 -0.018054999999999998 -1.0000000180025095e-35 -0.10028499999999999 -0.072289999999999979 -0.042794999999999993 -0.10981499999999998 0.089795000000000014 0.080455000000000013 -0.53239499999999984 0.12109500000000002 -1.0000000180025095e-35 -0.10594499999999998 -0.10566999999999999 -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
left_child=1 2 7 17 9 6 11 8 -1 -2 -11 -5 -13 14 15 -3 18 -4 19 -17 -20
right_child=4 13 3 5 -6 -7 -8 -9 -10 10 -12 12 -14 -15 -16 16 -18 -19 20 -21 -22
leaf_value=0.00040510302079494555 0.00021132770483438083 0.00079746949146576802 0.00091491757432473622 0.00056891439273539738 -4.1675638552358257e-05 0.0010082500594620549 0.00030932141043855634 0.00027741646314818831 0.00083781631632016897 0.00034708874954741492 0.00071403955552591083 0.00067291637009234693 0.0010083252848431617 0.00078893647616649096 0.0011857961138407808 0.0010284715257333084 0.00077917422169110253 0.0011772376883223007 0.0010451211665357639 0.00074286188557936823 0.00097030635017207416
leaf_weight=61 64 76 56 81 59 56 55 64 59 81 73 78 53 76 84 55 56 75 682 72 976
leaf_count=61 64 76 56 81 59 56 55 64 59 81 73 78 53 76 84 55 56 75 682 72 976
internal_value=0 0.000917555 0.000716658 0.00080446 0.000329749 0.000698534 0.000633443 0.000499824 0.000618147 0.000430434 0.000521262 0.000717364 0.000808885 0.000979248 0.000986458 0.000977705 0.000985127 0.00106537 0.000991568 0.000866829 0.0010011
internal_weight=0 2715 638 454 277 323 267 184 120 218 154 212 131 2077 2001 1917 1841 131 1785 127 1658
internal_count=2992 2715 638 454 277 323 267 184 120 218 154 212 131 2077 2001 1917 1841 131 1785 127 1658
is_linear=0
shrinkage=0.0032998


Tree=6309
num_leaves=19
num_cat=0
split_feature=16 12 0 14 16 16 4 147 49 48 4 1427 160 160 12 12 48 12
split_gain=0.244277 0.246475 0.358558 0.21698 0.278552 0.324488 0.201471 0.197203 0.176336 0.145593 0.133898 0.133294 0.130248 0.144958 0.107634 0.0998121 0.0832041 0.0739036
threshold=-0.54752499999999993 0.083400000000000016 0.10923000000000001 -0.10523499999999998 0.022165000000000004 -0.0094449999999999968 0.50609000000000004 0.074865000000000015 -0.14305499999999996 0.10057500000000001 -0.14088999999999999 0.082260000000000014 0.10446500000000002 0.0034400000000000008 0.088245000000000004 0.090745000000000006 0.085855000000000015 0.088245000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 5 9 -2 8 -3 16 -6 12 13 14 -10 -14 -5 -15
right_child=1 7 -4 4 10 -7 -8 -9 11 -11 -12 -13 15 17 -16 -17 -18 -19
leaf_value=0.014085118131035513 0.016583188833813579 -0.0044695449426019529 -0.011892930339649322 0.00099042979326286655 0.01116342979536668 -0.010106658843462209 0.0019352870078876607 0.014001971704800206 0.0061936432844689896 -0.0056495693857885653 0.001116151019017887 0.012326768124991651 -0.0062867936645315953 0.0054551240056607397 0.0033076328175974949 0.0036314847727025334 0.0068244899613031573 0.013540466799228372
leaf_weight=65 53 62 55 284 97 88 54 62 560 76 62 62 55 57 1072 60 92 76
leaf_count=65 53 62 55 284 97 88 54 62 560 76 62 62 55 57 1072 60 92 76
internal_value=0 0.00364398 0.00124893 0.00214794 0.00106471 -0.000755225 0.00920758 0.00464125 0.00435075 0.00106143 0.00725692 0.00463327 0.00437859 0.00473633 0.00429903 -0.00109642 0.00242269 0.0100888
internal_weight=0 2927 861 806 699 540 107 2066 2004 452 159 1942 1880 1765 1632 115 376 133
internal_count=2992 2927 861 806 699 540 107 2066 2004 452 159 1942 1880 1765 1632 115 376 133
is_linear=0
shrinkage=0.16829


Tree=6310
num_leaves=27
num_cat=0
split_feature=1 1 150 12 47 2 48 2 42 15 0 1213 2 0 3 1 1 16 49 2 3 16 12 15 1203 0
split_gain=16.503 2.41808 2.5641 1.52657 1.50014 0.897894 0.861429 0.805885 0.763191 0.696008 0.511926 0.490388 0.429839 0.427497 0.399329 0.393077 0.686927 0.45355 0.321295 0.306842 0.298865 0.277775 0.271122 0.267801 0.22441 0.125394
threshold=0.11690500000000002 0.095920000000000019 1.0000000180025095e-35 -1.0000000180025095e-35 0.08593000000000002 0.11366500000000002 0.091045000000000015 0.14870000000000003 0.092600000000000016 0.079600000000000018 -0.050704999999999993 -0.0091899999999999985 0.092250000000000013 -0.14164999999999997 -0.096099999999999977 0.085720000000000005 0.078435000000000019 -0.072904999999999984 -0.081324999999999995 0.096540000000000015 0.14029000000000003 0.20277000000000003 0.095175000000000023 -0.065419999999999992 0.088205000000000019 -0.083694999999999978
decision_type=2 2 2 2 2 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 9 -6 8 20 11 12 -1 22 -11 -15 16 21 -17 -4 24 -2 -13 -5 -7 -16 -19
right_child=4 2 18 10 6 23 -8 -9 -10 13 -12 15 -14 14 19 17 -18 25 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00096518196656340837 0.00078489720218239138 0.00071991966006099107 0.00078734608188320006 0.0014750108076618956 0.00113441361746073 0.0012488538681423491 0.00054272230941505178 0.00010582456685978002 0.00021457650601659087 0.0016818841866502977 0.0014814372857634051 0.0013133782927948789 0.00094832969474780955 0.0015799024151612556 0.00135055335808203 0.00091452859106069785 0.0016161764740647484 0.0013419872440337522 0.00043327204439792951 0.0011121583053528403 0.00045795851017110903 0.0011202192976788848 0.0011628264604598415 0.00095054819002444459 0.0015800502234617326 0.0011476169926175454
leaf_weight=57 76 64 56 53 56 52 52 78 66 53 97 564 59 93 664 61 77 84 57 57 52 98 76 95 52 71
leaf_count=57 76 64 56 53 56 52 52 78 66 53 97 564 59 93 664 61 77 84 57 57 52 98 76 95 52 71
internal_value=0 0.00125803 0.00104172 0.00118171 0.000520545 0.0013061 0.000849851 0.000389662 0.000503601 0.0013251 0.00128529 0.00126501 0.0011839 0.00139122 0.00137339 0.00128287 0.00131941 0.00115771 0.000609054 0.0013485 0.000652354 0.00128484 0.00129136 0.00105631 0.00136727 0.00125318
internal_weight=0 2540 462 349 380 2078 108 272 194 1931 285 1012 188 919 866 955 739 216 113 773 128 662 129 147 716 155
internal_count=2920 2540 462 349 380 2078 108 272 194 1931 285 1012 188 919 866 955 739 216 113 773 128 662 129 147 716 155
is_linear=0
shrinkage=0.0032998


Tree=6311
num_leaves=21
num_cat=0
split_feature=1 124 2 150 2 40 13 14 47 0 1 1 1 1 0 40 0 12 2 52
split_gain=8.6601 2.13106 1.3943 1.18008 1.02312 0.738881 0.969232 0.563091 0.551006 0.432305 0.605516 0.324834 0.461682 0.312391 0.277592 0.257516 0.235482 0.240672 0.22831 0.109477
threshold=0.11690500000000002 -0.078224999999999989 0.099965000000000012 1.0000000180025095e-35 0.17553000000000005 -0.025204999999999995 -0.085349999999999995 0.073890000000000011 0.08593000000000002 -0.11471499999999998 0.085410000000000014 0.10696000000000001 0.088860000000000008 0.096035000000000023 -0.042499999999999989 -0.076799999999999993 1.0000000180025095e-35 0.080020000000000022 0.096435000000000007 0.11008000000000001
decision_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 11 5 15 -7 9 -8 10 -3 12 14 -1 19 -2 17 -11 -19 -4
right_child=4 2 3 -5 -6 6 8 -9 -10 16 -12 -13 -14 -15 -16 -17 -18 18 -20 -21
leaf_value=0.0007630789919480242 0.00042299483659789344 0.0010516487006407204 0.00086315594067710988 0.00043394465400582147 2.644092127655128e-06 0.00032051884593915851 0.000580348780988825 0.0012937849438800935 0.0010058626151200473 0.0012270582509739405 0.00058274181276345431 0.00067296791160324602 0.0011357099039254034 0.00043929975770294768 0.0006419680365796689 9.6576674813262742e-05 0.00085585155948375959 0.0010308773704608761 0.0008280801606044498 0.0010167290272933343
leaf_weight=52 54 60 178 72 55 84 74 79 61 67 61 66 89 89 52 52 91 1443 65 76
leaf_count=52 54 60 178 72 55 84 74 79 61 67 61 66 89 89 52 52 91 1443 65 76
internal_value=0 0.000953794 0.000976985 0.000827786 0.000419506 0.000489944 0.000599532 0.00101958 0.000772879 0.00100744 0.000815549 0.00088922 0.000925264 0.000558958 0.000863941 0.000263198 0.00102136 0.0010309 0.00102216 0.000909246
internal_weight=0 2540 2399 533 380 325 219 1866 135 1787 121 461 395 141 306 106 1666 1575 1508 254
internal_count=2920 2540 2399 533 380 325 219 1866 135 1787 121 461 395 141 306 106 1666 1575 1508 254
is_linear=0
shrinkage=0.0032998


Tree=6312
num_leaves=23
num_cat=0
split_feature=1 123 3 47 1 1 13 3 12 10 3 12 3 3 3 13 400 12 12 3 13 42
split_gain=23.6284 4.52869 2.29145 2.08719 0.950936 0.948555 1.05886 0.920969 0.806955 0.776478 0.782646 0.747857 1.7185 0.493545 0.42864 0.319079 0.313627 0.297896 0.236618 0.202739 0.184983 0.153084
threshold=0.11883500000000001 0.080635000000000012 0.11745500000000002 0.08593000000000002 0.096545000000000006 0.089680000000000024 -0.13871999999999998 -0.12077499999999998 0.092085000000000014 -0.0062549999999999993 -0.010434999999999998 0.088395000000000015 -0.005644999999999999 -0.081864999999999979 -0.15624499999999999 -0.050424999999999991 -0.064664999999999986 0.11697000000000002 -0.067899999999999988 -0.115685 -0.065539999999999987 0.093200000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 9 -3 6 -1 14 16 -2 -11 12 -7 15 -8 -13 -9 -10 -12 -17 21 -15
right_child=3 4 -4 -5 -6 11 7 8 17 10 18 13 -14 20 -16 19 -18 -19 -20 -21 -22 -23
leaf_value=0.0023302952353252962 0.0004104866589479008 0.0015765297828491283 0.0013022472402611407 0.001295923032223045 0.0010113563935305208 0.0012133607020896082 0.0017904585570022503 0.0021086218932284502 0.0018108966654433335 0.0011194788859954234 0.00053868388991158884 0.0021538305091887942 0.0018548881252723741 0.0016296543806862361 0.0013657518636519574 0.0019642760958969081 0.0019227245628507189 0.001562354474540781 0.00083442556393556217 0.0016860211095178418 0.0015330542318108195 0.0018634579615606117
leaf_weight=58 64 52 86 97 88 85 52 114 406 67 66 56 99 56 54 72 1044 63 55 52 55 79
leaf_count=58 64 52 86 97 88 85 52 114 406 67 66 56 99 56 54 72 1044 63 55 52 55 79
internal_value=0 0.00179939 0.00183265 0.00088415 0.00122153 0.00185209 0.00188921 0.00187443 0.00189396 0.00072551 0.000832564 0.00173199 0.00155872 0.00181806 0.00157443 0.00194326 0.00194106 0.00177759 0.000673403 0.00184787 0.00169928 0.00176673
internal_weight=0 2571 2431 349 140 2345 1791 1733 1627 252 188 554 184 370 106 180 1158 469 121 124 190 135
internal_count=2920 2571 2431 349 140 2345 1791 1733 1627 252 188 554 184 370 106 180 1158 469 121 124 190 135
is_linear=0
shrinkage=0.0032998


Tree=6313
num_leaves=19
num_cat=0
split_feature=2 123 2 150 10 14 16 2 1446 2 2 52 1203 484 2 14 16 16
split_gain=13.9674 3.94088 1.72845 1.53778 1.07232 0.806164 0.634648 0.554485 0.50407 0.490897 0.412925 0.382753 0.347027 0.307931 0.271271 0.258874 0.219588 0.0674244
threshold=0.13388500000000003 1.0000000180025095e-35 0.10523 1.0000000180025095e-35 0.031045 0.073890000000000011 0.51041000000000014 -0.0050599999999999994 0.083705000000000016 0.25063000000000007 0.10488500000000002 0.0030150000000000008 0.088010000000000019 0.085405000000000023 0.085155000000000022 -1.0000000180025095e-35 0.15737500000000001 -0.13800499999999996
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 8 11 -3 12 15 -9 16 13 -1 -10 -2 -4 -17
right_child=9 7 3 -5 -6 -7 -8 10 14 -11 -12 -13 -14 -15 -16 17 -18 -19
leaf_value=0.00113048492006682 0.00047678230813334255 0.00039008257942557944 0.00066494760780892693 0.00046337129460355186 0.00067300004904716031 0.0014850146751479441 0.0012233941633449381 0.0009625328364399776 0.0014314380640612027 -6.3527628029966292e-05 0.00055010727101981584 0.0010590796910336961 0.001359454938185338 0.00098770573648206865 0.0011807292938988178 0.0001206463046029549 0.00094796058518371504 0.00028426609001184155
leaf_weight=1539 59 77 74 71 52 78 98 54 94 53 53 98 67 189 100 54 52 58
leaf_count=1539 59 77 74 71 52 78 98 54 94 53 53 98 67 189 100 54 52 58
internal_value=0 0.00107113 0.00110529 0.000903875 0.00114263 0.00115443 0.0010009 0.000604561 0.00114145 0.000213396 0.000758577 0.000903394 0.00112404 0.00111489 0.00130239 0.000299432 0.000782026 0.000205693
internal_weight=0 2696 2512 393 2119 2067 322 184 1989 224 107 224 1795 1728 194 171 126 112
internal_count=2920 2696 2512 393 2119 2067 322 184 1989 224 107 224 1795 1728 194 171 126 112
is_linear=0
shrinkage=0.0032998


Tree=6314
num_leaves=15
num_cat=0
split_feature=1 0 13 40 124 12 41 151 150 13 48 1 12 4
split_gain=0.468604 0.242509 0.390493 0.213407 0.161588 0.168731 0.163899 0.161722 0.159021 0.134233 0.145403 0.128187 0.11466 0.0826108
threshold=0.12448500000000001 -0.10998999999999999 -0.10939499999999998 -0.0063949999999999988 -0.085379999999999984 -0.067899999999999988 0.078610000000000013 0.077805000000000013 -0.091259999999999994 -0.10142999999999998 0.082425000000000012 0.096475000000000019 0.086115000000000011 -0.008454999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 13 11 7 8 -7 12 -11 -6 -10 -1
right_child=1 2 3 -5 5 6 -8 -9 9 10 -12 -13 -14 -15
leaf_value=0.006221437521526688 0.0089329197824940844 -0.01476793702667129 -0.0037784659027095559 0.0084874385057409022 0.020595243282114699 0.01719681321538059 0.00129164376998882 0.015696379576634587 -0.0033084012412304127 0.0085888729079827107 0.0042969081489746576 0.0088599870470986893 0.0074485247526512649 -0.0031638088610967821
leaf_weight=53 77 52 85 76 54 52 101 80 56 1815 257 53 56 53
leaf_count=53 77 52 85 76 54 52 101 80 56 1815 257 53 56 53
internal_value=0 0.000834418 -0.00208477 0.00200049 0.00796955 0.00824004 0.00794892 0.00823847 0.00797083 0.00775034 0.00805739 0.0147992 0.00205402 0.00151187
internal_weight=0 290 213 161 2630 2524 2417 2316 2236 2184 2072 107 112 106
internal_count=2920 290 213 161 2630 2524 2417 2316 2236 2184 2072 107 112 106
is_linear=0
shrinkage=0.16829


Tree=6315
num_leaves=28
num_cat=0
split_feature=1 52 1 123 3 0 49 0 1 1 13 3 157 43 15 3 50 43 49 1 49 13 1429 50 15 42 15
split_gain=13.1412 2.27342 1.64072 1.02911 0.697377 0.595395 0.625419 1.0113 0.6383 0.571465 0.503803 0.435174 0.361764 0.327416 0.272673 0.272561 0.237516 0.335039 0.234749 0.224641 0.222894 0.207083 0.177572 0.157795 0.1538 0.142857 0.120214
threshold=0.10575500000000002 -0.40011499999999994 0.12700000000000003 1.0000000180025095e-35 -0.049204999999999992 -0.076384999999999995 -0.014114999999999997 -0.14920999999999998 0.085780000000000009 0.15390500000000004 -1.0000000180025095e-35 -0.084524999999999975 0.099625000000000005 -0.10761 -0.24511999999999998 0.0025650000000000004 0.10861000000000003 -0.0037599999999999995 -1.0000000180025095e-35 0.08864000000000001 0.098445000000000019 -0.0079349999999999993 0.083985000000000018 0.090350000000000014 0.025430000000000005 0.084425000000000014 -0.032519999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 11 6 8 -8 26 10 14 -3 13 -7 -4 -6 17 22 -17 20 24 -19 -9 -21 -15 -18 -1
right_child=1 2 9 -5 15 12 7 16 -10 -11 -12 -13 -14 19 -16 18 25 21 -20 23 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0012247527789551228 0.0011576983553400913 0.00065971137490902472 0.00037244400507914824 0.00075254712087619328 0.00037592271776084582 0.00077803084243131533 0.0014736201519323369 0.0010945111581860611 0.00073268321618007463 -2.1876866229150558e-05 0.0006046032767100815 0.0010619257702357283 0.0012557221223292322 0.0012089214999923671 7.211687963771919e-05 0.00046720332952312365 0.00085414502061091277 0.0011796796188921705 0.00078195002909467015 0.00079269834457121552 0.00089453033743711779 0.0013659747744396711 0.0012973306449866745 0.0010321795256550653 0.001034245881229126 0.0010806963999062046 0.0010132116999822698
leaf_weight=55 59 69 79 101 88 80 99 820 84 54 63 52 56 100 57 52 52 253 53 75 71 92 52 53 135 81 71
leaf_count=55 59 69 79 101 88 80 99 820 84 54 63 52 56 100 57 52 52 253 53 75 71 92 52 53 135 81 71
internal_value=0 0.000540819 0.000476566 0.00107945 0.000635988 0.00109425 0.00112603 0.00115055 0.000956739 0.000278568 0.000360272 0.000832855 0.00100168 0.000973937 0.000246831 0.000512381 0.00112683 0.00114149 0.000626411 0.00100997 0.00105914 0.00122946 0.00110665 0.000892134 0.00110873 0.000992385 0.00110583
internal_weight=0 626 567 2330 314 2229 1659 1449 210 253 199 121 570 514 136 193 1350 1217 105 434 306 345 872 128 235 133 126
internal_count=2956 626 567 2330 314 2229 1659 1449 210 253 199 121 570 514 136 193 1350 1217 105 434 306 345 872 128 235 133 126
is_linear=0
shrinkage=0.0032998


Tree=6316
num_leaves=14
num_cat=0
split_feature=1 14 13 13 0 0 12 151 482 14 50 0 0
split_gain=0.551203 0.281655 0.237622 0.246317 0.27579 0.227866 0.251878 0.140812 0.148755 0.1402 0.177696 0.195604 0.24054
threshold=0.11883500000000001 0.073890000000000011 0.11023500000000001 -0.10939499999999998 -0.11742499999999999 -0.041534999999999996 -1.0000000180025095e-35 0.099410000000000012 0.098425000000000012 -0.10523499999999998 0.12170000000000002 0.12583000000000003 -0.029849999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -2 6 -5 8 9 -1 11 12 -11
right_child=2 -3 -4 5 -6 -7 -8 -9 -10 10 -12 -13 -14
leaf_value=0.015864120258761043 0.0046265876386132497 0.017355623195082628 -0.0098161009573139203 -0.0054673896765456377 -0.01221188401860431 0.01524347673386353 0.0094183063193753417 -0.00075170234262349016 0.0010554746449891943 0.0082896121470964687 0.00024323956842199824 0.017209457970715689 0.0019461909893875523
leaf_weight=62 55 85 52 61 55 56 68 57 93 1975 87 64 186
leaf_count=62 55 85 52 61 55 56 68 57 93 1975 87 64 186
internal_value=0 0.00781128 0.00066612 0.00251992 -0.00377632 0.00627335 0.00236541 0.00748915 0.00768028 0.00793905 0.00772575 0.00801752 0.00774446
internal_weight=0 2609 347 295 110 185 129 2524 2467 2374 2312 2225 2161
internal_count=2956 2609 347 295 110 185 129 2524 2467 2374 2312 2225 2161
is_linear=0
shrinkage=0.16829


Tree=6317
num_leaves=21
num_cat=0
split_feature=4 0 1 40 50 13 0 1 0 43 43 1 4 52 1 1 1 1 4 13
split_gain=0.406799 0.31247 0.181497 0.208455 0.153913 0.207281 0.165199 0.224229 0.16155 0.206223 0.200962 0.149707 0.143392 0.431984 0.271026 0.118775 0.304607 0.0851597 0.061231 0.0334137
threshold=0.24099500000000004 -0.14920999999999998 0.11690500000000002 -0.0057599999999999986 0.10861000000000003 -0.011694999999999999 -0.13619499999999998 0.10877000000000002 -0.076384999999999995 -0.077904999999999988 -0.0037599999999999995 0.08346000000000002 0.40441500000000002 0.042815000000000006 0.14684500000000003 0.11378500000000001 0.13385500000000003 0.090820000000000012 -0.020284999999999994 -0.06809999999999998
decision_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 6 18 -3 8 10 -10 -8 -1 13 -2 15 -14 -17 -13 -6 -5
right_child=12 2 3 19 5 -7 7 -9 9 -11 -12 17 14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.021232397829832148 -0.014455114546326258 -0.00045686838969124783 -0.0081273898856323735 0.0018467125266737499 0.0090094245591687428 -0.0067806143276882731 0.0067453102940579152 0.018202932832631958 -9.7102713038770816e-05 0.0067851743807422231 0.011487407793182698 0.0054762521100133309 0.010565379960076185 0.0055857476678285696 -0.0078254784383597707 -0.0041836981409776337 0.010629376682939387 0.014912172990738421 0.0024145011307439386 0.0078775341202293615
leaf_weight=52 58 81 52 53 70 54 953 52 180 388 347 55 82 64 54 85 73 55 95 53
leaf_count=52 58 81 52 53 70 54 953 52 180 388 347 55 82 64 54 85 73 55 95 53
internal_value=0 0.00659921 0.00611067 0.000587094 0.00650297 0.00225518 0.00696698 0.00728111 0.00697611 0.00460101 0.00801247 0.0137595 0.000916851 -0.00392715 0.00293306 0.00536121 0.00264895 0.0102105 0.00522324 0.00487907
internal_weight=0 2540 2378 158 2220 219 2001 1920 1868 568 1300 162 416 122 294 240 158 110 165 106
internal_count=2956 2540 2378 158 2220 219 2001 1920 1868 568 1300 162 416 122 294 240 158 110 165 106
is_linear=0
shrinkage=0.16829


Tree=6318
num_leaves=22
num_cat=0
split_feature=1 52 8 52 4 4 4 4 13 52 3 16 16 52 1447 13 158 133 52 1 158
split_gain=0.286726 0.258835 0.198651 0.260584 0.260189 0.208077 0.320052 0.195327 0.168497 0.110645 0.124252 0.144071 0.282531 0.174787 0.10944 0.123084 0.104873 0.110002 0.232634 0.171646 0.0368048
threshold=0.09518500000000002 -0.41694999999999993 1.0000000180025095e-35 -0.16495999999999997 -0.15366499999999997 -0.061939999999999988 -0.008454999999999999 0.016670000000000001 0.0044550000000000006 0.5140450000000002 -0.055389999999999988 0.18879500000000002 -0.013049999999999997 0.037045000000000002 -0.085574999999999984 -0.11210999999999999 0.085110000000000005 -0.0029049999999999996 0.088250000000000009 0.085780000000000009 0.10394000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 8 3 -3 -5 -6 -7 -8 -2 10 14 12 13 -12 -1 -16 17 18 -17 -19 -18
right_child=1 2 -4 4 5 6 7 -9 -10 -11 11 -13 -14 -15 15 16 20 19 -20 -21 -22
leaf_value=0.000154958747990308 0.016715793884959005 -0.0097740392851354829 0.010707478412688223 0.012819944651224194 -0.0097633855116656815 0.0099205758389245384 -0.009026994165029523 0.00091136656717172933 0.0035938724177756662 -0.00065511175516340815 0.0027016456286705838 0.0023559168535459848 0.01932448709455141 0.014824612151138132 -0.0012989325808742628 0.0054222691151067518 0.013720757827673428 0.0056955529041109038 0.013153754845952404 -0.00046765683284955505 0.0081279231041837333
leaf_weight=100 53 65 57 52 52 101 66 369 59 70 97 66 81 52 64 381 62 720 156 155 78
leaf_count=100 53 65 57 52 52 101 66 369 59 70 97 66 81 52 64 381 62 720 156 155 78
internal_value=0 0.00226317 0.00115019 0.000374926 0.00140849 0.000396255 0.00138524 -0.000592393 0.00981939 0.00589906 0.00612798 0.0093213 0.0113122 0.00694454 0.00557611 0.00591046 0.00620892 0.00577052 0.00767163 0.00460173 0.0106176
internal_weight=0 874 762 705 640 588 536 435 112 2082 2012 296 230 149 1716 1616 1552 1412 537 875 140
internal_count=2956 874 762 705 640 588 536 435 112 2082 2012 296 230 149 1716 1616 1552 1412 537 875 140
is_linear=0
shrinkage=0.16829


Tree=6319
num_leaves=28
num_cat=0
split_feature=3 3 43 16 3 42 0 0 11 160 160 39 13 0 150 0 160 0 52 16 52 42 43 52 133 16 0
split_gain=23.1713 6.91192 5.16903 2.31338 2.13191 2.07967 1.36276 1.15217 0.944672 0.773898 0.729803 0.682061 0.621782 0.515043 0.473194 0.665456 0.449411 0.391954 0.366751 0.366206 0.29308 0.316067 0.22691 0.19812 0.180468 0.0550145 0.0254708
threshold=-0.059315 0.3148450000000001 -0.033049999999999989 -0.26194999999999996 0.11745500000000002 -1.0000000180025095e-35 -0.076589999999999978 -0.10147999999999999 1.0000000180025095e-35 -0.060659999999999992 -0.081594999999999987 0.087735000000000021 0.10621000000000001 -0.041534999999999996 0.083935000000000023 -0.077614999999999976 -0.088509999999999991 -0.099244999999999986 -0.53473999999999988 0.022165000000000004 -0.19971999999999998 0.090375000000000025 -0.081454999999999986 0.41269500000000003 0.10964500000000002 -0.06421499999999998 -0.12259499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 7 10 -2 8 -1 17 16 -4 -7 18 -13 15 25 -8 -5 -11 23 -20 -22 -21 24 -19 -12 -6
right_child=1 -3 4 6 26 11 9 -9 -10 12 14 13 -14 -15 -16 -17 -18 19 20 22 21 -23 -24 -25 -26 -27 -28
leaf_value=0.0017657861069484259 0.0015777892259917017 0.00044814189766194303 0.002051945689809364 0.0016972411338090033 0.0011974205890474437 0.0011101481570408207 0.0017644819917552591 0.0012099502865259232 0.0023787278469419686 0.0021060741118214105 0.0018217545996241698 0.00058601694958152406 0.0015294020024387617 0.0010014983594056177 0.0013854218500768522 0.0015179849043531852 0.0013318435591240625 0.0020428268382705504 0.0016728879119313584 0.0019637222771239243 0.0020623358019917033 0.0018154263440682634 0.0016947443440555451 0.0018176162348103484 0.001909392902674721 0.0019814336023120552 0.0013043443741448878
leaf_weight=103 61 99 66 52 78 94 55 68 70 87 58 86 53 53 55 89 52 914 73 75 99 144 69 56 136 57 54
leaf_count=103 61 99 66 52 78 94 55 68 70 87 58 86 53 53 55 89 52 914 73 75 99 144 69 56 136 57 54
internal_value=0 0.00126823 0.00137629 0.00191385 0.00159601 0.00103463 0.00194644 0.00154496 0.00200277 0.00180908 0.00173991 0.00089228 0.00186873 0.000744691 0.00166026 0.00173419 0.00155456 0.00198253 0.00191327 0.00199437 0.00186008 0.00191616 0.00183508 0.00201508 0.00202558 0.00190121 0.00124143
internal_weight=0 850 751 2106 457 294 1935 171 1372 563 325 233 456 139 259 204 107 1302 403 1250 316 243 144 1106 1050 115 132
internal_count=2956 850 751 2106 457 294 1935 171 1372 563 325 233 456 139 259 204 107 1302 403 1250 316 243 144 1106 1050 115 132
is_linear=0
shrinkage=0.0032998


Tree=6320
num_leaves=23
num_cat=0
split_feature=2 2 2 10 2 3 3 2 3 3 2 480 2 1447 13 43 3 133 3 13 133 3
split_gain=12.2762 5.03594 2.68921 2.23882 2.14817 1.23684 0.961409 0.592935 0.569105 0.529931 0.511667 0.42813 0.356478 0.303411 0.28498 0.239896 0.508572 0.160712 0.216953 0.157725 0.147647 0.0413636
threshold=0.12026500000000001 -1.0000000180025095e-35 0.10334500000000001 -0.011579999999999998 0.14744000000000002 0.11745500000000002 0.093925000000000022 -0.069044999999999981 -0.049204999999999992 -0.10175499999999998 0.17730000000000004 -0.069294999999999982 0.088555000000000009 -0.085804999999999979 -0.098524999999999988 -0.049364999999999992 -0.072864999999999985 0.024055000000000003 -0.090704999999999994 -1.0000000180025095e-35 -0.41385999999999995 -0.034509999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 8 9 11 -5 -2 -4 -6 -3 13 -13 -15 16 -11 20 -19 -10 -14 -17
right_child=4 2 5 7 10 -7 -8 -9 19 15 -12 12 17 14 -16 21 -18 18 -20 -21 -22 -23
leaf_value=0.0012666054431390138 0.0010578032889577177 0.0016809489008893109 0.00097327501046197841 0.00074593627601835498 0.00047132721028107094 0.00067615075698550838 0.0010693944428329645 0.00030061257683302586 0.00060229161422896058 0.0013363555960292002 4.4582964773130242e-05 0.0012124546730558604 0.0014420347618337211 0.0016764333769222544 0.001437147611946936 0.0013052834542590876 0.0009155834239610674 0.0015729969402282701 0.0013499234032275085 0.00084081612647717073 0.0012497898729578482 0.0014420889440349336
leaf_weight=76 80 64 98 77 73 63 94 57 75 77 53 64 56 59 1093 60 54 61 261 53 256 57
leaf_count=76 80 64 98 77 73 63 94 57 75 77 53 64 56 59 1093 60 54 61 261 53 256 57
internal_value=0 0.0013044 0.00134701 0.000813831 0.000632545 0.00110272 0.00139675 0.00055677 0.000838605 0.00118029 0.000292103 0.00141281 0.00140352 0.00143699 0.00144943 0.00126195 0.00116318 0.00133926 0.00139229 0.000701331 0.00128441 0.00137223
internal_weight=0 2627 2417 210 334 409 2008 134 208 346 126 1914 1850 1216 1152 248 131 634 322 128 312 117
internal_count=2961 2627 2417 210 334 409 2008 134 208 346 126 1914 1850 1216 1152 248 131 634 322 128 312 117
is_linear=0
shrinkage=0.0032998


Tree=6321
num_leaves=19
num_cat=0
split_feature=4 2 1 12 1 124 1 1446 13 41 2 0 0 50 2 0 1447 1
split_gain=13.9098 4.16026 2.18109 1.48588 1.32535 0.715767 0.600615 0.525033 0.511988 0.47198 0.397708 0.385301 0.374452 0.347864 0.331139 0.287872 0.206485 0.100784
threshold=0.31392000000000003 0.14132000000000003 0.10359500000000001 0.087255000000000013 0.14684500000000003 -0.076779999999999987 0.11239500000000001 1.0000000180025095e-35 -0.085414999999999991 0.075585000000000013 0.088005000000000014 -0.11656999999999999 -0.105195 0.11540500000000002 0.11693000000000002 -0.00077999999999999999 -0.084409999999999999 0.11584000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 12 -1 -4 9 -9 10 13 -12 14 -7 -2 -14 -10 -5
right_child=4 -3 3 17 -6 7 -8 8 16 -11 11 -13 15 -15 -16 -17 -18 -19
leaf_value=0.00090677541405345381 0.00083677149131025402 0.00041889536282237205 0.00048591423464833711 0.0012199639685219017 -5.0231647808809404e-05 0.0012537700475282103 0.00088617702973090332 0.0015761186750417584 0.001093812311488771 0.0014296046246127056 0.00093583332020513374 0.0011623858656717239 0.00029937214369282907 0.00098465020745587746 0.00048610721275609573 0.00060450377083529452 0.0013535217829417816 0.0010485835374021133
leaf_weight=84 57 83 78 89 54 872 87 84 58 95 93 799 98 57 62 52 86 73
leaf_count=84 57 83 78 89 54 872 87 84 58 95 93 799 98 57 62 52 86 73
internal_value=0 0.00114661 0.00117024 0.000918128 0.000420945 0.00120722 0.000697175 0.00121898 0.00136977 0.00120101 0.00118907 0.0011388 0.000515662 0.0012373 0.000654369 0.000405386 0.00124916 0.00114295
internal_weight=0 2638 2555 327 323 2228 165 2144 228 1916 1821 892 269 929 119 150 144 162
internal_count=2961 2638 2555 327 323 2228 165 2144 228 1916 1821 892 269 929 119 150 144 162
is_linear=0
shrinkage=0.0032998


Tree=6322
num_leaves=25
num_cat=0
split_feature=12 2 2 9 15 3 15 2 12 3 15 0 0 13 483 16 15 13 15 481 133 13 12 2
split_gain=7.40669 2.26189 2.21764 1.48433 1.3189 0.911779 0.724365 0.570526 0.556103 0.507566 0.427494 0.39462 0.37306 0.308375 0.238159 0.384073 0.225312 0.186362 0.178505 0.155907 0.1252 0.327558 0.157158 0.119275
threshold=0.056995000000000011 0.13501500000000002 0.11621000000000002 -1.0000000180025095e-35 0.015700000000000002 0.11745500000000002 -1.0000000180025095e-35 0.14744000000000002 0.093670000000000017 -0.15288999999999997 -0.097794999999999979 -0.045139999999999993 -0.10934999999999999 -1.0000000180025095e-35 -0.14014999999999997 0.0054050000000000009 -0.088484999999999994 0.15415000000000004 -0.11739999999999999 -0.084709999999999994 -0.10066499999999999 0.025450000000000004 0.094730000000000023 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 -1 5 6 10 18 9 -2 13 17 -11 -5 -14 19 -12 20 -4 -16 -10 22 -22 -17
right_child=1 -3 7 4 -6 -7 -8 -9 11 12 16 -13 14 -15 15 23 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.00054574687337642213 0.0015100016087701566 0.00060927981213470433 0.00058266521318651261 0.00090533764862511595 0.0014946568099180474 0.00060006421096826736 0.0012683710510410008 0.00034483893129422959 0.0012588333087458093 0.0010180525532753914 0.00064362323007814096 0.00094529088183903116 0.0014745056159822547 0.0012587134008229773 0.0014209112292119957 0.00096125926047093313 0.00091752795469557304 0.0013377315192784809 0.00079829752749441263 0.0012573825877251912 0.00099724756096042995 0.00090200639501972549 0.001192898977018486 0.0011572864324098488
leaf_weight=86 82 69 95 55 56 67 95 82 102 79 57 98 53 55 72 52 81 69 78 930 55 62 316 115
leaf_count=86 82 69 95 55 56 67 95 82 102 79 57 98 53 55 72 52 81 69 78 930 55 62 316 115
internal_value=0 0.0011981 0.000827278 0.000944946 0.00101854 0.000953426 0.00102235 0.000572422 0.00121757 0.00125622 0.000927963 0.00114138 0.0012402 0.00108235 0.00125453 0.00124453 0.000804649 0.00117314 0.00068009 0.00126917 0.00115184 0.00112656 0.00116399 0.00109646
internal_weight=0 2154 807 552 466 410 343 255 2085 1383 248 702 1301 110 1222 1169 138 604 173 1002 535 433 371 167
internal_count=2961 2154 807 552 466 410 343 255 2085 1383 248 702 1301 110 1222 1169 138 604 173 1002 535 433 371 167
is_linear=0
shrinkage=0.0032998


Tree=6323
num_leaves=26
num_cat=0
split_feature=1 3 124 2 1 2 3 12 481 1 1 2 3 3 12 124 14 481 3 16 2 15 1 12 16
split_gain=10.9245 2.09022 1.2614 0.966944 0.872369 0.706377 0.682812 0.578597 0.459892 0.317115 0.283669 0.27845 0.273818 0.249419 0.263112 0.211231 0.205747 0.263077 0.266011 0.284477 0.255572 0.175654 0.158448 0.0775309 0.0692984
threshold=0.10331000000000003 -0.041789999999999994 -0.076779999999999987 0.11543500000000002 0.14754500000000001 0.089795000000000014 0.076825000000000018 -0.082654999999999992 -0.049389999999999996 0.088965000000000002 0.11584000000000001 0.11203000000000002 -0.11017499999999998 -0.072649999999999978 0.023990000000000004 -0.083229999999999985 0.073890000000000011 -0.053799999999999994 0.083395000000000011 0.054560000000000004 0.083815000000000014 0.091435000000000002 0.10726500000000001 0.087855000000000003 -0.088824999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 10 6 16 7 15 -7 12 22 -8 -10 23 -15 -3 17 20 19 21 -4 -19 -2 -14 -13
right_child=1 4 5 -5 -6 8 11 -9 9 -11 -12 24 13 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00062869946764724919 0.00087058224133825511 0.00058658653323544381 0.0013804476257600166 0.00045229071213122361 2.5401459164993478e-05 0.0012107992430214359 0.00079979111014593914 4.5525356024384692e-05 0.00073678418275787794 0.00076256806703422933 0.00073299286306161135 0.00058967787404091455 0.0011470226674021558 0.0010835284295244978 0.00082376511613017347 0.00029496984802795056 0.0012609320564178669 0.0011009988921371725 0.00083463673443952887 0.00088959796735652789 0.0010961650258567198 0.00096342652782573112 0.0011174400657974228 0.0010120915278333832 0.00043709310907060492
leaf_weight=87 57 58 57 74 59 74 53 60 55 101 72 70 59 59 164 52 69 846 58 92 94 120 61 344 66
leaf_count=87 57 58 57 74 59 74 53 60 55 101 72 70 59 59 164 52 69 846 58 92 94 120 61 344 66
internal_value=0 0.00054324 0.00101941 0.000773249 0.000397887 0.0010349 0.000459005 0.000306838 0.000960529 0.000936801 0.000898068 0.000595688 0.00096259 0.000982372 0.00089265 0.000449052 0.00108252 0.00107278 0.00105503 0.00106708 0.00120371 0.00108395 0.000998494 0.00103193 0.000515888
internal_weight=0 682 2279 264 418 2192 359 170 856 782 190 189 681 626 223 110 1336 1267 1116 1058 151 966 118 403 136
internal_count=2961 682 2279 264 418 2192 359 170 856 782 190 189 681 626 223 110 1336 1267 1116 1058 151 966 118 403 136
is_linear=0
shrinkage=0.0032998


Tree=6324
num_leaves=30
num_cat=0
split_feature=4 12 2 12 150 41 49 2 3 150 2 43 3 2 3 12 12 51 42 2 4 12 403 4 4 475 4 133 4
split_gain=26.2032 7.33116 3.07735 1.89851 1.86555 1.44541 1.12607 1.06713 0.857741 0.856906 0.497996 0.712001 0.416752 0.48007 0.355963 0.332248 0.258222 0.238392 0.231447 0.276611 0.225042 0.200692 0.225584 0.167159 0.134136 0.128602 0.102991 0.10118 0.090863
threshold=0.31392000000000003 0.056995000000000011 0.10859000000000001 0.093125000000000013 1.0000000180025095e-35 0.075585000000000013 -0.022974999999999999 0.13966500000000001 -0.0063699999999999989 0.082965000000000025 0.088555000000000009 0.0034500000000000004 -0.079774999999999985 0.10724500000000002 0.10021000000000001 0.11697000000000002 -0.053404999999999987 -0.091399999999999981 -0.079234999999999986 0.087035000000000015 -0.072004999999999986 0.083535000000000012 -0.52399499999999988 -0.068329999999999988 -0.029404999999999997 -0.082139999999999991 -0.019465 0.070495000000000016 -0.057674999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 10 -5 12 26 16 17 25 -2 -14 24 18 -4 -3 28 20 -20 -19 -23 -21 -10 -12 -1 -27 -8
right_child=7 3 9 6 -6 -7 15 -9 14 -11 11 -13 13 -15 -16 -17 -18 21 19 23 -22 22 -24 -25 -26 27 -28 -29 -30
leaf_value=0.0016653406216462843 0.0013743307188501383 0.002003732022701734 0.0016671242535464946 0.0015313616427677958 0.0014836718842893338 0.002674382149694027 0.0022876020783736905 0.00072898878701845124 0.0023851114674268265 0.00098861568333349871 0.0022952085447966683 0.0017348113238397692 0.00088526212249378123 0.0012419648425037136 0.0019237934892785654 0.0018557299075237131 0.0013451626121637383 0.0024384039494870129 0.0017371314278310638 0.0021762173941700549 0.0020080690977750388 0.002429143580871171 0.00221037016728816 0.002019306390935058 0.0021511747353314759 0.0020175543819980993 0.0018785786371673645 0.0021633625887765105 0.0020941790404491313
leaf_weight=52 72 52 53 52 101 70 66 84 53 54 55 56 80 87 53 98 60 56 53 145 105 59 732 178 67 93 58 160 57
leaf_count=52 72 52 53 52 101 70 66 84 53 54 55 56 80 87 53 98 60 56 53 145 105 59 732 178 67 93 58 160 57
internal_value=0 0.00204602 0.00170715 0.00213547 0.00187001 0.00221058 0.00200264 0.00105004 0.00200776 0.00133247 0.00218484 0.00208039 0.00116274 0.0010713 0.00215359 0.0020375 0.00149648 0.0022271 0.00206694 0.00203328 0.00191741 0.00224077 0.00222673 0.00208986 0.00225479 0.00214311 0.0017781 0.0021099 0.00219825
internal_weight=0 2638 551 2087 384 1333 754 323 283 167 1263 364 239 167 173 702 113 899 604 481 158 847 791 323 120 308 110 253 123
internal_count=2961 2638 551 2087 384 1333 754 323 283 167 1263 364 239 167 173 702 113 899 604 481 158 847 791 323 120 308 110 253 123
is_linear=0
shrinkage=0.0032998


Tree=6325
num_leaves=27
num_cat=0
split_feature=1 2 1446 1 4 0 1 160 47 15 4 2 475 50 402 0 12 2 2 2 1 1447 15 0 2 0
split_gain=0.748348 0.307627 0.491969 0.377137 0.631005 0.433431 0.325648 0.374211 0.279011 0.249132 0.224506 0.220637 0.210825 0.208228 0.191687 0.194377 0.238253 0.17025 0.165307 0.158485 0.136362 0.123018 0.106497 0.0743456 0.0536251 0.0519643
threshold=0.11690500000000002 0.083970000000000017 0.083705000000000016 0.086165000000000005 -0.22295999999999996 -0.14164999999999997 0.10877000000000002 0.0088350000000000008 0.085585000000000008 -0.45775499999999997 0.0072100000000000003 0.14744000000000002 -0.087159999999999987 0.091765000000000013 0.096735000000000002 0.040570000000000002 0.084595000000000017 0.082165000000000016 0.096780000000000019 0.09277500000000001 0.093720000000000012 -0.082844999999999988 -0.014669999999999997 -0.22984499999999997 1.0000000180025095e-35 -0.064994999999999983
decision_type=2 2 2 2 2 2 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 12 -5 18 7 10 9 -2 13 24 -3 17 15 16 22 -1 -6 -16 -15 -18 -14 -20 -11 -10
right_child=8 3 -4 4 5 -7 -8 -9 25 11 -12 -13 14 20 19 -17 21 -19 23 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.017821361510036545 0.0064431792794691564 0.00075499118981522863 0.027063062356002188 0.016331152000646616 -0.0033869336762391788 -0.011367306421629203 0.022675337671416749 -0.0017202220899808223 0.013693251967489268 -0.0038029788513293263 0.0029472530622875891 -0.012328706017631894 0.013925757223364584 0.0033607340447947736 -0.00064732299708196266 0.0038286012193273311 0.017917933819293342 0.0073504598282824159 0.012478794537890612 0.011595644487614061 0.01443192489607545 0.01040990590714942 0.021101902199348783 0.0043118385283564004 0.0034458045698206822 0.0061148666281436092
leaf_weight=253 101 60 69 93 56 68 73 61 53 52 65 60 153 77 70 87 67 54 52 52 54 931 98 83 65 52
leaf_count=253 101 60 69 93 56 68 73 61 53 52 65 60 153 77 70 87 67 54 52 52 54 931 98 83 65 52
internal_value=0 0.0105452 0.0135441 0.00941204 0.00444015 0.000163468 0.0120769 0.0107019 0.00256599 -0.000219217 0.0122119 -0.00403107 0.0105638 0.0135827 0.0109662 0.0115502 0.0120866 0.0159854 0.00427807 0.00455627 0.00793815 0.0109158 0.0167348 0.00747094 0.000208768 0.00995726
internal_weight=0 2576 706 1870 352 259 637 564 383 278 503 177 1518 438 1458 1336 1249 307 191 122 131 998 251 135 117 105
internal_count=2959 2576 706 1870 352 259 637 564 383 278 503 177 1518 438 1458 1336 1249 307 191 122 131 998 251 135 117 105
is_linear=0
shrinkage=0.16829


Tree=6326
num_leaves=27
num_cat=0
split_feature=4 0 0 4 2 0 39 16 4 3 1212 15 1456 49 51 4 52 2 4 2 401 4 0 4 15 0
split_gain=0.490599 0.300375 0.28212 0.272349 0.284026 0.356603 0.244499 0.177397 0.271245 0.289526 0.20648 0.174806 0.16025 0.153608 0.145081 0.165363 0.255558 0.15471 0.136644 0.122742 0.104516 0.104043 0.1035 0.0907194 0.0604397 0.0545352
threshold=0.024470000000000002 -0.11073999999999999 0.019150000000000004 0.055765000000000002 0.087545000000000026 -0.10462499999999998 0.089030000000000012 0.0097750000000000007 -0.42305999999999994 -0.09738999999999999 -0.084754999999999983 -0.0070899999999999991 0.089135000000000006 0.09778000000000002 -0.21875499999999998 0.51395000000000002 1.0000000180025095e-35 0.114 0.26777000000000001 0.083855000000000013 0.097400000000000014 -0.00076499999999999995 0.048825000000000007 -0.069389999999999993 -0.064619999999999983 -0.11214999999999999
decision_type=2 2 2 2 2 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 -5 7 10 22 -10 20 21 13 19 -6 16 17 -16 -7 -12 -3 -1 -9 -11 -25 -18
right_child=2 6 -4 4 14 18 -8 8 9 23 12 -13 -14 -15 15 -17 25 -19 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=0.0032563704492888359 -0.0037677664490162587 -0.00021730851935628778 -0.0073219862369647455 0.022622290396778027 0.011912760522700867 0.011678982490300301 -0.0010572943218656338 0.0071681784364636004 -0.0066620901299397879 0.00085381244283000088 0.013261467013043399 -0.00376698349651892 0.02067285597857749 0.019483981855330842 0.0031602678907469732 0.011711688929009643 0.011657618109365043 -0.0056659099122380848 0.00028108881694431745 0.0096585722549885188 0.0099135140015201868 0.012515653286613105 0.016297878282561861 0.0048625118210592934 0.010775483337101294 0.0043541716818688708
leaf_weight=100 85 64 55 60 59 69 56 55 54 57 416 68 55 63 102 53 58 125 53 776 52 53 102 82 127 60
leaf_count=100 85 64 55 60 59 69 56 55 54 57 416 68 55 63 102 53 58 125 53 776 52 53 102 82 127 60
internal_value=0 0.00920957 0.00428418 0.00516834 0.00635984 0.0119872 0.00987353 0.0101961 0.00737558 0.00455601 0.0111384 0.00331589 0.0117418 0.0113489 0.0041148 0.00295431 0.00160376 -0.00169205 0.00674216 0.0109175 0.00430861 0.00647558 0.013111 0.00684012 0.00846416 0.00795923
internal_weight=0 2180 779 724 639 182 1959 1903 477 320 1426 221 1310 1255 457 398 345 227 122 1192 116 153 157 266 209 118
internal_count=2959 2180 779 724 639 182 1959 1903 477 320 1426 221 1310 1255 457 398 345 227 122 1192 116 153 157 266 209 118
is_linear=0
shrinkage=0.16829


Tree=6327
num_leaves=23
num_cat=0
split_feature=2 1 147 1 52 15 2 13 13 2 13 43 151 2 50 52 12 2 2 479 43 52
split_gain=0.417814 0.283045 0.208731 0.178984 0.163916 0.15988 0.158642 0.268337 0.184114 0.30646 0.35398 0.189026 0.151481 0.118637 0.286636 0.414129 0.26975 0.16523 0.121897 0.101531 0.101068 0.0685771
threshold=0.17553000000000005 0.092395000000000019 1.0000000180025095e-35 0.091000000000000011 -0.092084999999999986 -0.023589999999999996 -0.0098549999999999974 -0.037164999999999997 -0.077274999999999996 0.092645000000000019 -0.18997999999999995 0.0046950000000000004 0.055120000000000009 0.083970000000000017 0.091765000000000013 -0.076344999999999982 0.085625000000000021 0.084505000000000011 0.084855000000000014 0.07839500000000002 -0.013164999999999998 -0.047784999999999987
decision_type=2 2 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 20 -4 7 -6 9 -8 -11 21 13 14 15 -1 -17 -15 -19 -20 -3 -10
right_child=-2 2 5 -5 6 -7 8 -9 11 10 -12 -13 -14 17 -16 16 -18 18 19 -21 -22 -23
leaf_value=0.00021089264056438765 -0.0071861932910756866 0.0055532469887090864 0.0037419294922511727 0.017404636806869874 0.0063851986138956903 -0.0092603828917814622 0.0086163955264132088 -0.010387458861200769 0.0052127961887633578 0.0052843118857523247 -0.013900245567905584 -0.0004852833167287277 -0.00056944398084325339 -0.00061432100945082568 0.0014779880202429087 0.02316322602758291 0.011260616341272586 0.014883221382806164 0.0071017414939996927 0.014514053499992036 0.013458243530287423 0.011562912021634879
leaf_weight=55 61 88 55 56 55 52 88 53 67 52 57 62 60 70 74 98 122 65 1333 55 98 183
leaf_count=55 61 88 55 56 55 52 88 53 67 52 57 62 60 70 74 98 122 65 1333 55 98 183
internal_value=0 0.00687341 0.00441076 0.00799977 0.00534188 -0.00256016 0.00401676 -0.00182919 0.00526069 0.00122189 -0.0047315 0.00780507 0.00772623 0.00799308 0.0108027 0.0133054 0.0165709 0.00734806 0.0077329 0.00739675 0.0097279 0.00986827
internal_weight=0 2898 910 1988 803 107 617 108 509 197 109 312 1932 1872 349 275 220 1523 1453 1388 186 250
internal_count=2959 2898 910 1988 803 107 617 108 509 197 109 312 1932 1872 349 275 220 1523 1453 1388 186 250
is_linear=0
shrinkage=0.16829


Tree=6328
num_leaves=22
num_cat=0
split_feature=4 3 12 12 3 0 43 4 0 15 3 15 42 51 12 15 16 158 160 4 4
split_gain=15.6531 4.10691 2.39708 1.39331 1.36391 1.16636 0.703297 0.662376 0.673167 0.595113 0.54324 0.427763 0.415589 0.415358 0.358477 0.416004 0.352672 0.335631 0.270833 0.109383 0.0952979
threshold=0.31392000000000003 0.11995000000000001 -0.073629999999999987 0.11755500000000001 -0.14884499999999998 -0.10726999999999999 -0.077134999999999995 0.046185000000000004 -0.11327499999999999 -0.42443999999999993 0.11878500000000002 -0.0088349999999999974 0.10504500000000001 -0.22508999999999998 0.086675000000000016 0.085915000000000019 0.0054050000000000009 0.081110000000000015 0.083130000000000023 0.51734000000000002 0.078235000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 7 -2 10 18 13 -9 19 -6 -3 -5 -4 15 -15 -16 20 -1 -7 -10
right_child=4 11 3 12 5 9 -8 8 17 -11 -12 -13 -14 14 16 -17 -18 -19 -20 -21 -22
leaf_value=0.00061134770111147512 0.00095206601178867941 0.000814395988188714 0.0016216450485537143 0.0011227095780189413 0.00086717328044959513 0.00043465261144552355 0.0011832304952146618 0.0014489670663515566 0.00091520391677564364 -0.00010462364770539331 0.00041050654085226005 0.00041710418262373223 0.00070256602808688271 0.001339697085200943 0.0013160221737984667 0.0015463303297590504 0.0011793574116332481 0.0012986970408558629 0.00091910459838871381 0.00022057933500304529 0.001074249678110345
leaf_weight=66 52 65 52 52 53 52 65 69 78 52 62 55 52 585 866 133 278 57 61 54 100
leaf_count=66 52 65 52 52 53 52 65 69 78 52 62 55 52 585 866 133 278 57 61 54 100
internal_value=0 0.00122958 0.00125806 0.00128739 0.000461838 0.000368333 0.000903098 0.00130493 0.00116092 0.000184005 0.000621277 0.000632598 0.000912977 0.00132779 0.00131956 0.00137802 0.00128284 0.0010762 0.000759445 0.000325929 0.00100475
internal_weight=0 2634 2514 2322 325 273 192 2218 304 158 115 120 104 1914 1862 718 1144 235 127 106 178
internal_count=2959 2634 2514 2322 325 273 192 2218 304 158 115 120 104 1914 1862 718 1144 235 127 106 178
is_linear=0
shrinkage=0.0032998


Tree=6329
num_leaves=24
num_cat=0
split_feature=1 3 47 124 1 1 3 151 15 15 47 3 15 3 52 42 3 3 3 42 15 15 15
split_gain=28.4657 6.25757 2.17092 1.80558 1.4841 1.39472 0.968718 0.780079 0.737482 0.64665 0.63989 0.569893 0.558163 0.845359 0.485311 0.359466 0.286624 0.502449 0.254799 0.308139 0.206779 0.170879 0.151874
threshold=0.10123500000000001 -0.049204999999999992 0.091930000000000012 -0.080429999999999988 0.12448500000000001 0.12000500000000001 1.0000000180025095e-35 0.053170000000000002 -0.15097999999999998 -0.035654999999999992 0.082465000000000024 -0.081224999999999978 0.025430000000000005 -0.12077499999999998 0.053330000000000009 0.11929000000000002 0.096440000000000012 -0.036264999999999992 -0.09738999999999999 -0.090899999999999995 0.091490000000000016 -0.067614999999999995 -0.41956999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 -1 9 6 -3 8 -5 10 -2 12 13 -10 22 16 17 -13 20 -20 -14 -15 -7
right_child=1 2 -4 7 -6 14 -8 -9 11 -11 -12 15 18 21 -16 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0010360590306172407 0.00087956317143668677 0.00039770462382355485 0.0010266538372646298 0.0018799029793867333 0.00069248341532706075 0.00027896880954409592 0.00088919344784688223 0.0012203781577029204 0.0012106671741337306 0.00151306422360932 0.0013375901764088865 0.0014975082647663319 0.0019228603010331773 0.0015144423062316361 0.00051021837341450255 0.0012782602591988265 0.0013177658776431175 0.001712602869331109 0.001483482604334367 0.0016859403727368231 0.0016490813796850659 0.0016596508942849782 5.1089305248842172e-05
leaf_weight=73 56 83 87 85 55 53 93 70 78 92 84 599 77 179 55 74 71 151 107 406 54 196 81
leaf_count=73 56 83 87 85 55 53 93 70 78 92 84 599 77 179 55 74 71 151 107 406 54 196 81
internal_value=0 0.000800037 0.000557932 0.00154784 0.00118121 0.000446112 0.000657612 0.00156523 0.00157684 0.00129692 0.00115463 0.00156389 0.00161473 0.00152512 0.000248974 0.00150153 0.00152161 0.00154086 0.0016777 0.00164378 0.00181027 0.00159043 0.000141484
internal_weight=0 739 452 2220 287 365 176 2147 2077 232 140 1992 1097 453 189 895 821 750 644 513 131 375 134
internal_count=2959 739 452 2220 287 365 176 2147 2077 232 140 1992 1097 453 189 895 821 750 644 513 131 375 134
is_linear=0
shrinkage=0.0032998


Tree=6330
num_leaves=25
num_cat=0
split_feature=4 2 3 150 2 3 39 0 3 2 43 12 0 3 0 4 4 13 2 52 403 0 4 2
split_gain=18.3961 5.33041 2.39935 1.4768 1.17068 0.957186 0.777963 0.736455 0.73076 0.481194 0.462887 0.421886 0.370577 0.549982 0.418896 0.328961 0.626874 0.288191 0.258435 0.221707 0.181145 0.127894 0.126551 0.115975
threshold=0.27998000000000006 0.13270000000000001 -0.046079999999999989 0.089155000000000012 0.14019000000000004 -0.011259999999999997 0.087880000000000014 -0.14920999999999998 0.10661500000000002 0.14808000000000002 -0.085154999999999995 0.093670000000000017 0.044695000000000006 -0.14186499999999996 -0.105195 0.0019650000000000002 -0.018664999999999998 -0.081464999999999982 0.11504500000000002 0.029970000000000007 -0.0059799999999999992 -0.081644999999999981 -0.070654999999999982 0.097695000000000018
decision_type=2 2 2 2 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 6 10 17 -1 15 -3 -4 12 13 -9 -15 16 -7 -2 -19 20 -13 -22 -21 -24
right_child=4 9 3 -5 -6 8 -8 11 -10 -11 -12 19 -14 14 -16 -17 -18 18 -20 22 21 -23 23 -25
leaf_value=0.0017928096486123043 0.00057169320502813939 0.00091381091813750161 0.0012018614594439829 0.00072807085273941872 0.00019471898603958286 0.0015368699566564758 0.0003658408374327574 0.0017940893856162796 0.0010881485629314846 0.00048885529797492496 0.00076276041449922056 0.0011545349947482981 0.0012006567301610976 0.0012042093250848663 0.001471511154987981 0.0016043988898485158 0.0010711643089399783 0.0010115469737746079 0.00070455303036472572 0.00155883474109237 0.0014875586732897516 0.0013013166747756625 0.0013012889944391481 0.001471502264180496
leaf_weight=63 57 52 53 68 82 76 75 56 86 67 53 78 59 69 1209 90 55 61 61 65 54 208 97 91
leaf_count=63 57 52 53 68 82 76 75 56 86 67 53 78 59 69 1209 90 55 61 61 65 54 208 97 91
internal_value=0 0.00135794 0.00139006 0.00117991 0.000538139 0.00125422 0.000648868 0.00143937 0.00134788 0.000674846 0.000982643 0.00142814 0.00145984 0.00147128 0.00145711 0.00144879 0.00134161 0.000767257 0.000858339 0.00135361 0.00129743 0.00133984 0.00142896 0.00138387
internal_weight=0 2649 2530 481 336 413 254 2049 307 119 106 1986 1393 1334 1278 221 131 179 122 593 340 262 253 188
internal_count=2985 2649 2530 481 336 413 254 2049 307 119 106 1986 1393 1334 1278 221 131 179 122 593 340 262 253 188
is_linear=0
shrinkage=0.0032998


Tree=6331
num_leaves=25
num_cat=0
split_feature=4 1 11 1 11 1 51 47 4 4 4 4 13 13 4 4 13 4 4 4 13 158 13 47
split_gain=26.9129 7.53881 2.60461 2.44333 1.82598 1.69507 1.54066 1.51401 0.993431 0.73024 1.58228 0.797232 0.697067 0.564531 0.416817 0.397949 0.382275 0.261985 0.156786 0.202618 0.139303 0.106865 0.14293 0.103728
threshold=0.27998000000000006 0.12381000000000002 1.0000000180025095e-35 0.094775000000000012 0.084110000000000004 0.12000500000000001 0.013805000000000001 0.07813500000000001 -0.021669999999999998 -0.15283499999999997 -0.47860499999999995 0.024470000000000002 -0.017354999999999999 -0.083709999999999993 0.44128500000000004 -0.078454999999999983 -0.067614999999999995 -0.082099999999999992 0.62207500000000004 0.50027500000000014 0.095710000000000017 0.085110000000000005 -0.087984999999999994 0.098760000000000014
decision_type=2 2 2 2 2 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 -4 14 -3 8 16 10 -1 13 -10 17 -2 -15 -5 -11 19 -7 -6 22 -13 -9
right_child=5 6 4 7 20 18 -8 23 12 11 -12 21 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0017417218150285831 0.00067574299068539571 0.0011098595601734893 0.0023740805543765527 0.0011611484162647424 0.0018227659231870969 0.0002649524420627061 0.00036272978694892844 0.001724632525751805 0.0012316656149926131 0.0019844892354951593 0.00097526128844529646 0.0012892208163182086 0.00071321912693438853 0.0017016018891083907 0.001033988540029195 0.0015698590172655818 0.0015326742452891286 0.0017314021451494278 0.0002184130332769886 0.00052823805116848166 0.0015753044423675684 0.0015857814245274337 0.001488307240373944 0.0015288519573994504
leaf_weight=60 77 64 76 54 55 52 57 55 52 52 58 57 63 423 67 650 72 437 55 85 52 76 157 79
leaf_count=60 77 64 76 54 55 52 57 55 52 52 58 57 63 423 67 650 72 437 55 85 52 76 157 79
internal_value=0 0.00156338 0.0016019 0.00157224 0.0019818 0.000571848 0.000758197 0.00132758 0.0011707 0.00161879 0.00136529 0.00163493 0.000947953 0.0016646 0.000842671 0.00162183 0.00137373 0.00175839 0.000368547 0.000428562 0.00170283 0.00147496 0.00143544 0.00160947
internal_weight=0 2649 2528 2345 183 336 121 375 241 1970 118 1852 115 1562 144 1073 126 489 192 137 107 290 214 134
internal_count=2985 2649 2528 2345 183 336 121 375 241 1970 118 1852 115 1562 144 1073 126 489 192 137 107 290 214 134
is_linear=0
shrinkage=0.0032998


Tree=6332
num_leaves=28
num_cat=0
split_feature=2 1 0 12 15 124 1 1455 49 49 52 51 12 2 14 43 52 1454 52 12 15 15 3 0 402 3 2
split_gain=0.562707 0.298542 0.269028 0.271836 0.266045 0.264199 0.252711 0.227895 0.224106 0.24 0.21109 0.211018 0.257549 0.196147 0.161527 0.152229 0.145638 0.14057 0.119696 0.0992214 0.0821467 0.11811 0.123176 0.0792167 0.0765684 0.0743124 0.0529434
threshold=0.13554000000000002 0.086965000000000001 -0.12851999999999997 -0.089649999999999994 -0.035654999999999992 -0.053299999999999993 0.076160000000000019 0.082105000000000025 -0.056909999999999995 0.036605000000000006 0.10955000000000002 -0.033649999999999992 0.085425000000000015 0.11002000000000002 -0.073149999999999979 -1.0000000180025095e-35 0.12603000000000003 0.077140000000000014 0.091160000000000005 0.082595000000000016 -0.24211499999999997 -0.089849999999999985 -0.082784999999999984 -0.082494999999999985 -0.085669999999999982 -0.078484999999999985 0.15616000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 8 -4 14 -5 7 10 -3 13 15 -8 -13 -10 -2 19 -12 -9 23 -1 -7 -22 -23 -17 -21 -18 -16
right_child=4 2 3 5 -6 20 11 17 9 -11 16 12 -14 -15 26 18 25 -19 -20 24 21 22 -24 -25 -26 -27 -28
leaf_value=0.017236004534138781 -0.0027827641738255747 0.010063156410374046 0.020063399417359018 -0.0015376243469803913 -0.0089164504591092361 0.0033811605931305861 0.0078695049096088165 -0.0026183825480901295 -0.011996100518462777 0.0075785655852455168 0.023350292747572558 0.026902061632244841 0.013114236638145196 0.0022024963458176366 0.0046209868278173968 0.011691191741910563 0.0094876102212054642 0.0091844164381073897 0.00087492771166127609 0.014989519565050857 0.016343594955440185 0.012322306587192633 0.0071633158987640458 0.0046057848168161416 0.010168813115757682 0.016970902994055397 0.012291738831924441
leaf_weight=76 55 89 62 68 56 59 55 56 57 68 58 78 77 53 52 117 74 58 72 110 74 215 344 74 696 80 52
leaf_count=76 55 89 62 68 56 59 55 56 57 68 58 78 77 53 52 117 74 58 72 110 74 215 344 74 696 80 52
internal_value=0 0.0099947 0.00781879 0.00932744 0.00104787 0.00844924 0.0114032 0.0106203 0.00316747 -0.00027028 0.011228 0.0168789 0.0200642 -0.00513863 0.00456861 0.0103205 0.0161211 0.00337079 0.00675014 0.0113831 0.00943321 0.00999446 0.00915076 0.00895547 0.010829 0.0133867 0.00847364
internal_weight=0 2770 1089 822 215 760 1681 1471 267 178 1357 210 155 110 159 1145 212 114 263 882 692 633 559 191 806 154 104
internal_count=2985 2770 1089 822 215 760 1681 1471 267 178 1357 210 155 110 159 1145 212 114 263 882 692 633 559 191 806 154 104
is_linear=0
shrinkage=0.16829


Tree=6333
num_leaves=37
num_cat=0
split_feature=1 3 3 4 1 1 4 47 52 3 50 16 1 3 52 1 156 150 4 1446 3 3 401 1 15 1 3 4 4 3 43 3 52 1 49 15
split_gain=12.8387 2.2887 1.11871 0.903598 0.674967 0.580774 0.445398 0.436149 0.350544 0.339876 0.322294 0.383963 0.320061 0.316706 0.554316 0.646783 0.309867 0.257793 0.228767 0.219204 0.217236 0.371102 0.207691 0.203714 0.172127 0.168599 0.158527 0.150476 0.275033 0.313423 0.140001 0.190978 0.131025 0.100469 0.0908666 0.0574062
threshold=0.10684 -0.055389999999999988 -0.07249499999999999 0.41939500000000002 0.12000500000000001 0.10135500000000001 0.50944500000000004 0.077735000000000012 0.081010000000000013 0.10021000000000001 1.0000000180025095e-35 -0.089894999999999989 0.12156000000000002 -0.095789999999999986 -0.10337499999999998 0.077375000000000013 0.083125000000000018 0.084475000000000008 -0.050244999999999991 0.086305000000000007 0.0066850000000000008 0.30863500000000005 0.080265000000000017 0.089605000000000018 0.10609500000000001 0.11215000000000001 -0.08620499999999999 -0.015104999999999999 -0.080324999999999994 -0.080624999999999988 0.065040000000000014 -0.082474999999999979 -0.069499999999999992 0.077690000000000023 0.093290000000000012 -0.021179999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 12 25 7 20 9 10 16 13 -12 32 14 33 -16 17 18 -4 22 -6 -22 24 26 30 -3 35 28 -13 -30 31 -10 -2 -1 -28 -15
right_child=1 4 5 -5 6 -7 -8 -9 19 -11 11 27 -14 23 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 34 -29 29 -31 -32 -33 -34 -35 -36 -37
leaf_value=0.001077646311367356 0.0012440938155360421 0.00052722276320698236 0.00093253946148393703 0.00052188582280929773 0.00030686835191487492 0.00075952512820862063 0.0001947881444887464 0.0013158502121051957 0.0012166063088680514 0.00080352272104248785 0.001501422963676611 0.0012988064102898754 0.00080342414889970838 0.0013815664471322992 0.001099072682281372 0.00061185065091340753 0.0012689523091102511 0.00082199305833094937 0.001138791539784356 0.0014701058279568814 0.00076280249621723021 0.00036850149472007022 0.0013937428767708609 0.00097917450116079535 0.0010547973430693172 0.00075830778103814871 0.0011879680008431708 0.0013302201304007102 0.00087031279163943796 0.0012142989213157385 0.0010919289700010103 0.0013793311485949876 0.0010106992844828016 0.0012802612515967269 0.0010588020144773932 0.0012347574168104275
leaf_weight=52 52 63 90 53 53 73 96 72 273 60 57 84 52 53 63 57 73 56 183 53 53 52 90 55 64 80 253 75 57 61 62 117 59 64 86 89
leaf_count=52 52 63 90 53 53 73 96 72 273 60 57 84 52 53 63 57 73 56 183 53 53 52 90 55 64 80 253 75 57 61 62 117 59 64 86 89
internal_value=0 0.000624002 0.00115986 0.000897536 0.000475088 0.00103724 0.000372677 0.00107513 0.00120201 0.00103754 0.0011657 0.0012523 0.00101946 0.00112818 0.00102626 0.000867936 0.00107238 0.00102866 0.00107093 0.0012629 0.000480539 0.000567865 0.00124472 0.00117299 0.00121866 0.000656747 0.00119508 0.00120091 0.00115272 0.00104843 0.00124178 0.00126551 0.00112035 0.00118974 0.0011553 0.0012898
internal_weight=0 613 2372 216 397 607 254 534 1765 462 1106 334 163 772 236 120 402 329 273 659 158 105 606 536 516 143 481 277 202 118 452 390 111 116 339 142
internal_count=2985 613 2372 216 397 607 254 534 1765 462 1106 334 163 772 236 120 402 329 273 659 158 105 606 536 516 143 481 277 202 118 452 390 111 116 339 142
is_linear=0
shrinkage=0.0032998


Tree=6334
num_leaves=21
num_cat=0
split_feature=4 3 12 15 15 4 14 3 12 3 394 3 43 160 4 13 124 15 13 403
split_gain=9.89183 3.46934 1.62907 1.00859 0.678903 0.928509 0.560966 0.507027 0.422834 0.402766 0.445576 0.386611 0.366654 0.366534 0.310986 0.436029 0.26718 0.246327 0.178831 0.109281
threshold=0.27998000000000006 0.11391500000000002 -1.0000000180025095e-35 0.13592500000000005 0.025430000000000005 -0.15283499999999997 -0.45687499999999998 -0.082634999999999986 0.088745000000000004 0.088880000000000015 -1.0000000180025095e-35 -0.027864999999999997 -0.049364999999999992 -0.080384999999999984 -0.0048949999999999992 -0.0083299999999999989 -0.059944999999999991 -0.40992999999999996 -0.41572999999999993 -0.072664999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 9 -6 -2 -8 13 10 -4 -12 -9 -7 15 -1 -16 -14 -3 -10
right_child=6 18 3 -5 5 8 7 12 19 -11 11 -13 17 -15 16 -17 -18 -19 -20 -21
leaf_value=0.0009666841363123621 0.00079421714565876213 0.00073160538548297689 0.00084213725205379154 0.00075941454253263809 0.0016704345452076036 0.0015175871387306799 0.000679649173675622 0.00017417813815341144 0.0012157684245715594 0.00091314697301207075 0.0011399237385928366 0.0014266669743412859 0.00063856258825766173 0.0012503141401546093 0.0008335734388488326 0.00055366844898156861 0.0011460984295723251 0.0003420564924983207 0.00048393772319630843 0.0011128618302831007
leaf_weight=53 61 56 53 66 52 68 73 75 191 94 1021 55 53 358 61 60 61 74 77 323
leaf_count=53 61 56 53 66 52 68 73 75 191 94 1021 55 53 358 61 60 61 74 77 323
internal_value=0 0.00110843 0.0011359 0.0011629 0.00117491 0.00123939 0.000507208 0.000443416 0.00121551 0.00112257 0.00113998 0.00115461 0.00035787 0.00129306 0.000873702 0.000747696 0.000990125 0.000466073 0.000588484 0.00115117
internal_weight=0 2649 2516 2281 2215 992 336 275 940 1223 1129 1076 202 426 235 113 122 127 133 514
internal_count=2985 2649 2516 2281 2215 992 336 275 940 1223 1129 1076 202 426 235 113 122 127 133 514
is_linear=0
shrinkage=0.0032998


Tree=6335
num_leaves=17
num_cat=0
split_feature=12 13 10 12 43 43 15 39 403 39 151 1443 11 13 0 49
split_gain=0.442283 0.26636 0.245781 0.390612 0.313511 0.35773 0.276187 0.186185 0.175739 0.121969 0.114397 0.173405 0.108573 0.122277 0.118071 0.115085
threshold=0.023990000000000004 -0.15325499999999995 0.057650000000000007 -0.16423499999999996 -0.10042499999999999 -0.084629999999999997 0.021950000000000001 0.096775000000000014 -0.5407249999999999 0.086040000000000019 0.085445000000000007 0.084285000000000013 1.0000000180025095e-35 0.095710000000000017 -0.10998999999999999 0.12757000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 7 9 -3 -7 11 12 14 -14 -10 -16
right_child=1 8 -4 4 5 6 -8 -9 10 -11 -12 -13 13 -15 15 -17
leaf_value=0.020060832648255648 0.0012362462147839654 0.019242652577161616 -0.0045675928968963928 0.016970930781579009 -0.0074049025672738369 0.0046242880732884992 0.016190208986081728 -0.0033887440946372416 0.0036666688633715523 0.012640636450807582 0.018450322370293051 0.0010386550746296287 0.019151374465186746 0.0090674135022268763 0.010915519752692249 0.0029733534946197295
leaf_weight=58 83 71 58 63 64 349 65 72 72 64 53 54 88 57 1641 54
leaf_count=58 83 71 58 63 64 349 65 72 72 64 53 54 88 57 1641 54
internal_value=0 0.0106103 0.0059608 0.00679405 0.0056548 0.00449078 0.00587827 0.00449255 0.0109817 0.00587088 0.0106904 0.0104802 0.010746 0.0151997 0.0103795 0.0106636
internal_weight=0 2173 793 735 677 614 550 485 2090 413 2019 1966 1912 145 1767 1695
internal_count=2966 2173 793 735 677 614 550 485 2090 413 2019 1966 1912 145 1767 1695
is_linear=0
shrinkage=0.16829


Tree=6336
num_leaves=27
num_cat=0
split_feature=1 2 15 2 12 12 124 14 1 147 1 12 1456 39 160 12 13 12 15 42 1 47 133 15 133 1
split_gain=35.755 4.93754 4.57047 2.92008 2.07615 1.55091 1.45552 1.21289 1.08904 0.913039 0.632838 0.604926 0.502263 0.434372 0.423303 0.333182 0.332603 0.299399 0.196036 0.194866 0.190822 0.180566 0.139293 0.115542 0.140134 0.0826949
threshold=0.10921500000000002 0.14744000000000002 -0.18498499999999998 0.099845000000000003 0.085075000000000026 0.085465000000000013 -0.083859999999999976 0.073890000000000011 0.12122500000000001 0.08486500000000001 0.081315000000000012 0.09253500000000002 0.086010000000000017 0.086655000000000024 -0.52374999999999983 0.093315000000000023 -1.0000000180025095e-35 0.095775000000000013 -0.067614999999999995 0.11466000000000001 0.11883500000000001 0.078660000000000022 -0.0078599999999999972 0.050935000000000008 0.096875000000000017 0.13558500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 6 21 10 -1 9 -2 11 -5 12 14 -3 -8 -13 -12 18 -7 -17 -6 -4 -19 24 -24 -10
right_child=1 13 4 5 20 17 7 -9 25 -11 16 15 -14 -15 -16 19 -18 22 -20 -21 -22 -23 23 -25 -26 -27
leaf_value=0.0012659875492441993 0.00090561037854954029 0.00035634599769165086 0.00084343126309244893 0.0015656100482428824 0.0016635835024901532 0.0016344046939577486 0.0020672447215095303 0.0022027825344017146 0.00025458269903615551 0.0014109174178273214 0.00092543040077255369 0.0014379786874089678 0.0020855958340346968 -6.768758393316566e-05 0.0018026903599249425 0.0017641725394118731 0.0012735599768387625 0.001721294408451971 0.0019135927016558814 0.0015633493568431628 0.0013955392087564617 0.0010919142546374633 0.0016955975921983772 0.0013986691965289344 0.0014596920458757783 0.0004320054711953017
leaf_weight=57 58 53 82 52 64 57 72 80 53 69 52 52 84 52 1130 287 74 53 59 69 58 55 62 60 56 66
leaf_count=57 58 53 82 52 64 57 72 80 53 69 52 52 84 52 1130 287 74 53 59 69 58 55 62 60 56 66
internal_value=0 0.000788791 0.000943508 0.00172711 0.00122291 0.00150884 0.0017874 0.0018035 0.00053447 0.00178537 0.00125757 0.0018006 0.00183604 0.000146013 0.00181857 0.00168881 0.00113017 0.00163763 0.00177671 0.00172535 0.00153644 0.000943444 0.00156764 0.00152169 0.00158394 0.000353281
internal_weight=0 541 436 2425 259 525 1900 1843 177 1763 178 1694 1286 105 1202 408 126 347 116 356 122 137 231 178 118 119
internal_count=2966 541 436 2425 259 525 1900 1843 177 1763 178 1694 1286 105 1202 408 126 347 116 356 122 137 231 178 118 119
is_linear=0
shrinkage=0.0032998


Tree=6337
num_leaves=27
num_cat=0
split_feature=3 39 1455 42 3 39 124 3 48 151 40 3 1212 1204 15 15 42 3 2 474 2 15 3 2 15 3
split_gain=0.416418 0.184398 0.179254 0.184286 0.28555 0.155217 0.22774 0.186015 0.169077 0.162473 0.18947 0.247775 0.148617 0.199699 0.1676 0.30507 0.154281 0.218609 0.184712 0.149856 0.116356 0.138018 0.106716 0.0944104 0.0928226 0.0873977
threshold=-0.06533499999999999 0.12081000000000001 0.086535000000000015 0.11603500000000001 -0.080294999999999991 0.10519000000000002 -0.078884999999999983 0.11745500000000002 0.088965000000000002 -0.077154999999999987 -0.061244999999999994 -0.013714999999999998 0.039445000000000008 -0.080289999999999986 0.088535000000000016 0.086035000000000014 0.098060000000000022 -0.080624999999999988 0.10633000000000002 0.083840000000000012 -0.007134999999999999 -0.099614999999999981 -0.082439999999999986 0.10773000000000001 0.080895000000000009 -0.22442499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 12 -5 6 20 9 23 -8 -11 -12 13 -1 15 24 18 -18 19 -15 -2 -22 -4 -9 -14 -20
right_child=1 -3 22 4 -6 -7 7 8 -10 10 11 -13 14 16 -16 -17 17 -19 25 -21 21 -23 -24 -25 -26 -27
leaf_value=0.00092640201602014192 -0.0055396296024280162 -0.0037151155798293748 0.022387588617854871 0.024919713871954331 0.0084826337215729401 0.015079157506294138 0.017675863153462531 0.0012378462227082534 -0.0043634254240198025 0.016802800504366 8.4596932485224129e-05 0.01002342042265102 0.017021635863070633 0.011300072373375103 0.0072539057669644916 0.026758240750773432 -0.0047402612005749949 0.010153901863502623 0.010122465386459362 0.0057147551252611202 -0.002180758877779515 0.0093604984939767086 0.012058437619167811 0.010595707847159326 0.0079921935564117291 0.0023014360362679934
leaf_weight=87 59 53 52 57 64 56 58 55 60 59 113 193 55 1004 97 53 52 60 60 159 58 59 65 70 81 127
leaf_count=87 59 53 52 57 64 56 58 55 60 59 113 193 55 1004 97 53 52 60 60 159 58 59 65 70 81 127
internal_value=0 0.00589081 0.0102436 0.00985866 0.0162406 0.00649903 0.00588387 0.00742731 0.00296203 0.00937597 0.00805216 0.00635907 0.00943686 0.00878249 0.0129747 0.0159013 0.00924875 0.00322271 0.00974736 0.010538 0.000541785 0.00362384 0.0166645 0.00649262 0.011657 0.00482046
internal_weight=0 893 2073 1956 121 840 784 608 185 423 365 306 1835 1549 286 189 1462 112 1350 1163 176 117 117 125 136 187
internal_count=2966 893 2073 1956 121 840 784 608 185 423 365 306 1835 1549 286 189 1462 112 1350 1163 176 117 117 125 136 187
is_linear=0
shrinkage=0.16829


Tree=6338
num_leaves=20
num_cat=0
split_feature=4 131 3 31 49 4 484 1213 52 2 3 52 16 13 3 43 13 2 52
split_gain=0.404777 0.247086 0.330587 0.212698 0.185372 0.161055 0.189507 0.177186 0.240224 0.163974 0.366441 0.158288 0.15409 0.152409 0.134465 0.161856 0.119816 0.0927472 0.0469041
threshold=0.27258000000000004 0.09135500000000002 -0.14884499999999998 -1.0000000180025095e-35 0.15038000000000004 -0.082619999999999985 -0.0095549999999999993 -0.084984999999999991 0.10611000000000001 0.11504500000000002 0.095880000000000007 0.088030000000000011 -0.49057499999999993 -1.0000000180025095e-35 -0.0031199999999999995 -0.11158 -0.0079349999999999993 0.11693000000000002 -0.025999999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 -5 -8 11 10 14 -9 17 18 15 -7 -14 -4 -11
right_child=1 -3 12 4 -6 9 7 8 -10 13 -12 -13 16 -15 -16 -17 -18 -19 -20
leaf_value=-0.0024765360075835311 0.012090283461013337 0.012646982139546497 0.0058707900979515651 0.018223720532800993 -0.00092770931509943491 0.013731184982879337 0.018022763764399714 0.0085575632341088823 -0.0018121206515024143 0.005896654940233636 -0.0050121549659304324 0.017383841246425304 -0.0018866316239159854 0.018979088104922263 0.014344017126831672 0.0069237498660826551 -0.012824141146475083 -0.0031514732804374208 0.012607959269436451
leaf_weight=52 54 53 67 87 59 107 65 364 55 67 66 69 62 67 84 1418 53 62 55
leaf_count=52 54 53 67 87 59 107 65 364 55 67 66 69 62 67 84 1418 53 62 55
internal_value=0 0.00205889 0.000169742 0.00815239 0.00836874 0.0085885 0.0108989 0.00974331 0.00863683 0.00779426 0.0072615 0.00996821 -0.00246105 0.0125064 0.00776607 0.00740256 -0.00694302 0.00152058 0.00893697
internal_weight=0 351 298 2615 2563 2504 640 553 488 1864 1675 433 244 189 1609 1525 115 129 122
internal_count=2966 351 298 2615 2563 2504 640 553 488 1864 1675 433 244 189 1609 1525 115 129 122
is_linear=0
shrinkage=0.16829


Tree=6339
num_leaves=31
num_cat=0
split_feature=1 3 0 3 1 2 1 3 1 150 12 2 14 11 1 1 2 49 3 1 3 3 49 3 1 2 0 0 15 15
split_gain=18.2364 2.96889 1.14529 1.11191 0.973925 0.864671 0.643932 0.964911 0.636286 0.556504 0.542876 0.471184 0.388356 0.376622 0.36415 0.31882 0.326234 0.313167 0.242589 0.241409 0.178014 0.390241 0.172957 0.127018 0.113058 0.106268 0.100577 0.178228 0.116522 0.0710433
threshold=0.10331000000000003 -0.064349999999999991 -0.028049999999999995 0.095880000000000007 0.121715 0.10803500000000001 0.13074500000000003 0.10661500000000002 0.089825000000000002 0.08486500000000001 0.086965000000000015 0.11693000000000002 0.064610000000000015 0.080320000000000016 0.081315000000000012 0.081720000000000015 0.083815000000000014 -0.014479999999999998 0.0012800000000000001 0.14547000000000002 -0.076514999999999986 -0.081864999999999979 0.097940000000000013 -0.082274999999999987 0.096315000000000026 0.098180000000000003 -0.084044999999999995 -0.085894999999999985 0.087885000000000019 -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=2 4 3 8 13 14 9 -8 10 11 12 18 15 23 -4 16 -1 -10 -3 -9 21 -19 26 -2 -22 -24 27 -12 -28 -17
right_child=1 6 5 -5 -6 -7 7 19 17 -11 22 -13 -14 -15 -16 29 -18 20 -20 -21 24 -23 25 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0017996407843761826 0.00098832403759696662 0.00086308693863152883 0.001506169489799128 0.00099637750884197453 0.00075915957288273032 0.00081824538813653387 0.00027141703988066635 0.00087597508788256253 0.0011338957176565405 0.00054219477539607999 0.0014729804789788377 0.00062482786607574422 0.0018377840358901752 0.0014158972562680382 0.0011563232291948414 0.001464073698762882 0.0015431103531314849 0.0014768882450336028 0.0011674226993927863 0.00056615144507362106 0.001591147026874152 0.0011388488777153093 0.0014545279632118134 0.0012231795767607236 0.0013712981805735934 0.0012708809793200197 0.00149078796569132 0.0016868763496136442 0.0013868052175553018 0.0012828259081611826
leaf_weight=63 52 67 63 57 63 52 91 59 70 78 261 55 53 76 70 52 478 77 52 53 59 75 59 54 52 100 222 54 295 54
leaf_count=63 52 67 63 57 63 52 91 59 70 78 261 55 53 76 70 52 478 77 52 53 59 75 59 54 52 100 222 54 295 54
internal_value=0 0.000821156 0.00143064 0.00145283 0.00111423 0.00118081 0.000663271 0.000524423 0.00146567 0.000774981 0.00149181 0.000879131 0.00156276 0.00123694 0.0013223 0.00154018 0.00157305 0.00133283 0.00099637 0.000729677 0.00138565 0.00131032 0.00144166 0.0011083 0.00148847 0.00133925 0.00146119 0.00150976 0.00143152 0.00137207
internal_weight=0 700 2266 2081 245 185 455 203 2024 252 1691 174 700 182 133 647 541 333 119 112 263 152 991 106 111 159 832 315 517 106
internal_count=2966 700 2266 2081 245 185 455 203 2024 252 1691 174 700 182 133 647 541 333 119 112 263 152 991 106 111 159 832 315 517 106
is_linear=0
shrinkage=0.0032998


Tree=6340
num_leaves=27
num_cat=0
split_feature=1 3 12 0 1 14 148 51 3 15 1446 13 1 42 0 0 13 0 12 13 12 1 3 1 51 51
split_gain=0.661129 0.220737 0.216559 0.272883 0.188175 0.174463 0.210934 0.157464 0.234758 0.229808 0.156566 0.148292 0.165068 0.248363 0.128664 0.126805 0.154361 0.12787 0.119173 0.131238 0.113942 0.112103 0.156055 0.0920795 0.157333 0.147752
threshold=0.10932500000000002 0.11391500000000002 0.086815000000000017 -0.060094999999999989 0.081540000000000015 -0.075274999999999995 -1.0000000180025095e-35 0.043405000000000006 -0.10690999999999999 -0.07879499999999999 0.087240000000000012 -0.0076349999999999986 0.088860000000000008 0.088485000000000022 -0.046614999999999997 -0.071749999999999994 -0.050424999999999991 -0.07409499999999998 -0.042789999999999988 -0.083914999999999976 0.087400000000000019 0.081905000000000019 0.076825000000000018 0.13857500000000003 -0.056469999999999992 0.085655000000000023
decision_type=2 2 2 2 2 2 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 10 14 -2 -7 8 -1 -9 15 12 13 -10 -5 17 -17 20 19 -8 -4 -13 -23 24 -20 -26
right_child=5 -3 3 4 -6 6 18 9 11 -11 -12 21 -14 -15 -16 16 -18 -19 23 -21 -22 22 -24 -25 25 -27
leaf_value=0.00086739474666714539 -0.0045274556531810723 -0.0018007680444362174 0.0010230772644443044 0.0026183337476426366 0.0090270451693480989 -0.0062052000270895781 0.0056128638578232751 0.0089143466493397817 0.0086934805876768412 0.022146431909319461 0.015805867979538792 0.019303778680466413 0.00040292720426963926 0.020545962806845054 -0.0090907792814350439 0.017685779471109404 0.0071878156693044627 -0.00021010112117567027 0.013041142401830075 -0.0050985924751102358 0.0080210878042879432 0.018624647145351555 0.0068665247059778228 0.012896083264275906 -0.0014792641250926625 0.0096077661433420936
leaf_weight=78 97 58 72 52 52 57 69 74 430 76 72 81 56 57 54 75 86 65 53 61 861 52 85 56 98 52
leaf_count=78 97 58 72 52 52 57 69 74 430 76 72 81 56 57 54 75 86 65 53 61 861 52 85 56 98 52
internal_value=0 0.00843129 0.0086816 0.00732226 0.000725681 0.00193299 0.0033421 0.0105889 0.00968541 0.0156306 0.00816747 0.0105869 0.00908927 0.0100844 -0.00332974 0.00769141 0.0120893 0.00698012 0.00474567 0.000572899 0.00748297 0.0143089 0.0113426 0.00683318 0.00515181 0.00235226
internal_weight=0 2436 2378 1389 158 543 446 989 839 150 1231 761 543 487 106 1159 161 998 389 130 933 218 137 259 203 150
internal_count=2979 2436 2378 1389 158 543 446 989 839 150 1231 761 543 487 106 1159 161 998 389 130 933 218 137 259 203 150
is_linear=0
shrinkage=0.16829


Tree=6341
num_leaves=27
num_cat=0
split_feature=1 3 52 47 4 0 11 1 16 52 1 52 3 3 0 48 12 4 49 16 4 50 12 157 15 15
split_gain=13.9153 2.4636 1.38992 1.01622 0.819677 0.706999 0.739069 0.679617 0.357345 0.411003 0.393714 0.335952 0.449742 0.530637 0.366178 0.278234 0.234151 0.230344 0.223514 0.214801 0.20999 0.204024 0.176461 0.155856 0.102824 0.031839
threshold=0.10661000000000002 0.30863500000000005 -0.42946499999999993 1.0000000180025095e-35 0.053925000000000008 0.056895000000000008 1.0000000180025095e-35 0.083670000000000008 0.054560000000000004 -0.092084999999999986 0.095435000000000006 0.12432000000000001 0.085880000000000012 -0.11372999999999998 -0.072849999999999984 0.099800000000000014 0.096475000000000019 -0.46195999999999998 0.091160000000000005 -0.10227499999999999 -0.037689999999999994 0.11515000000000002 0.087915000000000007 -0.013599999999999999 -0.076194999999999999 -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=4 2 -2 11 5 6 8 16 10 20 21 12 13 -4 -15 -5 18 -7 -6 -3 25 22 -1 -22 -23 -10
right_child=1 19 3 15 7 17 -8 -9 9 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 23 24 -24 -25 -26 -27
leaf_value=0.0011934688715330404 0.0011392085785008092 -2.4747039406380847e-05 0.00063061898526694258 0.00094658868352048094 0.0011956991732873534 0.00099495971413878555 0.0014055223700531042 0.00066726315485371771 0.0011255216834486616 0.00081374402882077978 0.0009208853600403134 0.00071043545319232366 0.00069592870660114886 8.6630695377960782e-05 0.0004084538770588378 0.00063471492456739723 0.00085943833193189605 0.00069832794588014602 0.0009389127666066914 0.00025600338632889773 0.00110841794827432 0.001108415572834049 0.0011155662006537171 0.00085382526902729177 0.00090031356029878244 0.0012517856789216525
leaf_weight=707 53 64 56 77 94 65 99 81 54 87 92 54 53 74 81 54 70 53 64 55 54 56 619 55 54 54
leaf_count=707 53 64 56 77 94 65 99 81 54 87 92 54 53 74 81 54 70 53 64 55 54 56 619 55 54 54
internal_value=0 0.00053195 0.000633156 0.000573343 0.00108728 0.00111126 0.00112647 0.000928158 0.00111137 0.00100699 0.00113211 0.000472323 0.000423485 0.000354884 0.000255037 0.000818299 0.00102069 0.000862025 0.00109191 0.000104716 0.00108431 0.00114562 0.00115713 0.000980277 0.00100658 0.00118898
internal_weight=0 621 502 449 2358 2049 1931 309 1832 304 1528 318 264 211 155 131 228 118 158 119 217 1436 1326 109 110 108
internal_count=2979 621 502 449 2358 2049 1931 309 1832 304 1528 318 264 211 155 131 228 118 158 119 217 1436 1326 109 110 108
is_linear=0
shrinkage=0.0032998


Tree=6342
num_leaves=20
num_cat=0
split_feature=2 10 2 483 1446 51 43 13 2 13 159 3 12 1 2 0 12 3 10
split_gain=0.555466 0.184573 0.187704 0.189119 0.175344 0.149949 0.193099 0.15449 0.142608 0.129153 0.152173 0.152837 0.139877 0.126278 0.169966 0.116667 0.164768 0.106092 0.0660168
threshold=0.12750000000000003 -1.0000000180025095e-35 0.10060500000000001 1.0000000180025095e-35 0.088645000000000015 -0.031924999999999995 -0.055679999999999993 -0.11210999999999999 0.085155000000000022 -0.13871999999999998 0.12107500000000002 0.095880000000000007 0.087915000000000007 0.10331000000000003 0.10449000000000001 -0.070499999999999993 0.097060000000000021 -0.011259999999999997 -0.07371999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 4 13 9 -2 -7 -8 -6 -3 11 12 -11 14 -4 -16 -17 -15 -1
right_child=5 2 3 -5 8 6 7 -9 -10 10 -12 -13 -14 17 15 16 -18 -19 -20
leaf_value=0.0047124153118410037 0.0053478736122324431 0.014585786248851122 -0.00040189646092199166 0.013494948158121448 0.021469743260418929 0.0035097807348053161 -0.0017101968393144734 -0.01416948705377994 0.0090949095849004041 0.0093681646853435597 0.016400427112420624 -0.001086125601961041 0.0063430507445693387 -0.0041534860660347337 0.0034980932971334037 0.017755245007007665 0.0058796262250877824 0.0041016489050097731 -0.003605564352462644
leaf_weight=55 85 84 87 65 52 74 61 53 55 850 57 56 895 83 86 63 71 94 53
leaf_count=55 85 84 87 65 52 74 61 53 55 850 57 56 895 83 86 63 71 94 53
internal_value=0 0.00744877 0.00773221 0.00496081 0.0084739 -0.000509946 -0.00316798 -0.00751843 0.0151256 0.00810647 0.00781258 0.00753978 0.00781763 0.00381099 0.00587525 0.00836574 0.0114763 0.000220447 0.000613809
internal_weight=0 2706 2598 549 2049 273 188 114 107 1942 1858 1801 1745 484 307 220 134 177 108
internal_count=2979 2706 2598 549 2049 273 188 114 107 1942 1858 1801 1745 484 307 220 134 177 108
is_linear=0
shrinkage=0.16829


Tree=6343
num_leaves=24
num_cat=0
split_feature=1 2 2 15 0 150 0 4 3 12 1 13 2 12 4 0 52 4 131 49 52 42 42
split_gain=15.2198 2.15821 1.68087 1.47552 0.698466 0.650269 0.796609 0.586422 0.543786 0.465736 0.456201 0.403046 0.402123 0.369748 0.36311 1.18091 0.328105 0.305624 0.197493 0.186458 0.166196 0.0720684 0.0846747
threshold=0.10749500000000002 0.11891500000000001 0.10060500000000001 -0.083859999999999976 -0.13165999999999997 0.086025000000000018 -0.14920999999999998 -0.0011699999999999998 0.083395000000000011 0.085075000000000026 0.13891000000000003 -1.0000000180025095e-35 0.13018000000000005 -0.086254999999999984 -0.17568999999999999 -0.066574999999999981 0.5140450000000002 0.0033150000000000007 0.090595000000000023 0.10322500000000003 0.10271000000000001 0.086205000000000018 -0.0022699999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 -4 6 8 -7 -1 -5 11 -3 19 -2 -8 16 17 -16 -11 20 21 22 -6
right_child=1 10 4 9 12 7 14 -9 -10 18 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0015488773934116905 0.00014979837666496108 0.0001519860552891548 0.0005452515604905979 0.00058229643917684414 0.0010857295424815867 0.0010130987944313981 0.001260640407154683 0.00060191972573014777 0.0010962703922918348 0.0010807173759464427 -1.2345028820396463e-06 0.00047862574878846715 0.00061930982364505989 0.00048656363731253832 0.0010884063281024949 0.00055389582232909826 0.0008010378832775507 0.00093732372708748798 0.00079419910819222026 0.00077209012636875445 0.00084748412726733146 0.0011154609961883926 0.00091162394073888119
leaf_weight=63 58 97 75 65 52 99 91 62 55 54 88 72 52 93 1266 52 52 169 54 67 90 65 88
leaf_count=63 58 97 75 65 52 99 91 62 55 54 88 72 52 93 1266 52 52 169 54 67 90 65 88
internal_value=0 0.000417048 0.00101243 0.000596217 0.000839466 0.00105672 0.00107528 0.000854975 0.00133822 0.000804423 0.000191031 0.000291355 0.00089268 0.000357443 0.00105622 0.00104411 0.00106123 0.00107064 0.000937784 0.000931852 0.000968017 0.00102076 0.000976543
internal_weight=0 581 2398 324 489 1909 1748 161 118 173 257 169 414 151 1630 1539 1487 1435 108 362 295 205 140
internal_count=2979 581 2398 324 489 1909 1748 161 118 173 257 169 414 151 1630 1539 1487 1435 108 362 295 205 140
is_linear=0
shrinkage=0.0032998


Tree=6344
num_leaves=17
num_cat=0
split_feature=10 42 15 11 16 1213 484 130 49 475 16 43 42 15 13 133
split_gain=0.328417 0.302704 0.212094 0.338437 0.250736 0.23856 0.208748 0.145701 0.160099 0.178506 0.104987 0.182289 0.0996448 0.353986 0.22199 0.0931344
threshold=-0.089679999999999982 0.11929000000000002 0.039965000000000007 1.0000000180025095e-35 0.053305000000000012 0.084835000000000008 0.11628500000000001 -0.050984999999999996 0.13441 -0.10067999999999998 -0.095564999999999983 0.064420000000000019 0.088485000000000022 0.090165000000000009 -0.085784999999999986 0.15630500000000003
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 -2 9 -9 11 -4 14 -14 -12 -3
right_child=1 15 3 -5 -6 -7 -8 8 -10 -11 12 -13 13 -15 -16 -17
leaf_value=-0.0041355211826832215 0.014084697452401011 -0.0058473173352887936 0.020920833858084655 0.021409333942074768 -5.5873500420001876e-05 -0.0051498799516426132 0.015245752302510556 0.01243412762307403 0.012470630184368949 0.0045175083755071227 -0.00072143528529129101 0.0068282411289566766 0.021531110216521866 0.0070710633003229044 0.0084872898331433307 0.0036026555427096083
leaf_weight=84 57 68 53 57 97 55 68 86 86 1379 88 52 67 171 459 52
leaf_count=84 57 68 53 57 97 55 68 86 86 1379 88 52 67 171 459 52
internal_value=0 0.00652599 0.00688397 0.0087817 0.00805062 0.00573838 0.00609677 0.00570875 0.00539977 0.00498346 0.00893616 0.0139588 0.00826205 0.0111493 0.00700253 -0.00173736
internal_weight=0 2895 2775 1044 987 1731 1676 1608 1551 1465 890 105 785 238 547 120
internal_count=2979 2895 2775 1044 987 1731 1676 1608 1551 1465 890 105 785 238 547 120
is_linear=0
shrinkage=0.16829


Tree=6345
num_leaves=18
num_cat=0
split_feature=2 43 403 15 15 15 454 1375 150 1 43 150 1455 51 51 393 3
split_gain=0.397778 0.23413 0.178589 0.172922 0.348287 0.141266 0.137678 0.166056 0.203763 0.233478 0.198454 0.130459 0.125709 0.116885 0.184684 0.129534 0.114219
threshold=-0.14847999999999997 0.056805000000000008 0.088825000000000015 -0.032519999999999993 0.087985000000000022 -0.098139999999999991 -0.078809999999999977 0.060690000000000008 0.084525000000000003 0.11156000000000001 -0.085784999999999986 0.10980500000000001 -0.10311999999999999 -0.23644499999999999 -0.42597499999999994 0.087895000000000015 -0.077754999999999977
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 -3 -2 8 12 10 -10 -12 -8 14 -14 -15 -6
right_child=1 2 -4 4 16 -7 7 -9 9 -11 11 -13 13 15 -16 -17 -18
leaf_value=0.017525622389432012 0.012999194459626058 0.010874551764071696 -3.627962540269933e-05 0.024822300995865888 0.0047102308061140212 0 0.011870194971795303 -0.0023707629281614294 0.0043340109141694234 0.0012825823570968363 0.020629119420420589 0.010203094909113204 0.0025104018705326952 0.002999746380630264 0.014609000398211823 0.0094911624108804903 0.014600001681569807
leaf_weight=74 52 72 54 56 77 64 55 103 69 86 69 69 75 1726 69 92 59
leaf_count=74 52 72 54 56 77 64 55 103 69 86 69 69 75 1726 69 92 59
internal_value=0 0.00501717 0.00889857 0.010375 0.013634 0.0057609 0.00441494 0.0042292 0.00452427 0.00867632 0.0117394 0.0154291 0.00392023 0.00369645 0.00832012 0.00332923 0.00901386
internal_weight=0 2847 382 328 192 136 2465 2413 2310 293 207 138 2017 1962 144 1818 136
internal_count=2921 2847 382 328 192 136 2465 2413 2310 293 207 138 2017 1962 144 1818 136
is_linear=0
shrinkage=0.16829


Tree=6346
num_leaves=28
num_cat=0
split_feature=1 3 1 4 3 4 49 4 15 3 15 158 133 1212 15 42 131 1 157 15 51 4 49 3 1 1 52
split_gain=11.4303 3.23491 2.54218 1.06479 0.845781 0.638566 0.875425 0.458834 0.58104 1.05234 0.353287 0.287992 0.267871 0.282632 0.29299 0.256482 0.252629 0.244807 0.352312 0.2332 0.231486 0.218786 0.182199 0.181642 0.0939416 0.0937284 0.0733646
threshold=0.12448500000000001 -0.026279999999999998 0.10135500000000001 0.054720000000000012 1.0000000180025095e-35 0.50541500000000006 -0.032624999999999994 -0.46195999999999998 -0.088819999999999982 0.085090000000000013 0.097415000000000015 0.085110000000000005 -0.43104999999999993 0.088085000000000011 0.087750000000000009 0.087745000000000004 0.089325000000000015 0.090795000000000015 -0.051074999999999988 -0.11124499999999998 -0.085594999999999991 0.27644500000000005 -1.0000000180025095e-35 -0.095009999999999983 0.14516000000000004 0.087915000000000007 0.10322000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 10 -4 6 -2 -3 22 -10 12 15 -1 17 -15 23 25 20 -19 -8 -14 -6 -9 -5 -7 26 -12
right_child=5 2 4 11 21 24 19 8 9 -11 16 -13 13 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0013848364161276442 0.00020396225853799448 0.0013212337674172099 0.00034665302183370421 0.0011692990393498981 0.00091917376790778295 0.00030195581127693682 0.00055838582803291665 0.0010287323718972915 0.001097277529689622 0.0004865655670149369 0.0009826369866710791 0.0011541349600609724 0.0013646382646554549 0.0009118854814810656 0.0012141564458005498 0.00079298130715612606 0.00087777219433627827 0.0013296882126440067 0.0010288568705705665 0.00087098963099489985 0.0012182500120981876 0.00063401925400690664 0.0012913005084283283 0.00090861194550593237 0.00011237900199427098 0.001249650175622523 0.001145610290891815
leaf_weight=95 56 61 89 53 58 65 53 58 74 53 52 79 139 73 70 99 55 60 155 53 977 62 62 70 52 58 90
leaf_count=95 56 61 89 53 58 65 53 58 74 53 52 79 139 73 70 99 55 60 155 53 977 62 62 70 52 58 90
internal_value=0 0.00110676 0.000872396 0.00116376 0.000591119 0.000404267 0.000538576 0.00106315 0.000999269 0.000842691 0.00119386 0.000981273 0.00121255 0.00120143 0.0010601 0.0009196 0.00107869 0.00121659 0.00111297 0.00071502 0.00123651 0.000772138 0.00116469 0.00102123 0.000218001 0.00113376 0.00108618
internal_weight=0 2642 517 2125 209 279 162 308 247 127 1824 301 1569 1474 143 222 255 1331 215 106 1116 120 120 123 117 200 142
internal_count=2921 2642 517 2125 209 279 162 308 247 127 1824 301 1569 1474 143 222 255 1331 215 106 1116 120 120 123 117 200 142
is_linear=0
shrinkage=0.0032998


Tree=6347
num_leaves=26
num_cat=0
split_feature=1 1 12 39 47 1 1 14 39 0 49 0 43 12 1 0 13 403 0 0 1 1 403 133 0
split_gain=34.6686 7.80316 5.49923 3.05843 1.80243 1.33645 1.26528 1.24368 1.00954 0.857081 1.3689 0.902886 0.843022 0.505282 0.432196 0.377487 0.453035 0.36426 0.361634 0.277157 0.571055 0.215298 0.157594 0.1177 0.0910708
threshold=0.10404000000000001 0.12448500000000001 0.085075000000000026 0.0039300000000000003 0.09772500000000002 0.088035000000000016 0.15099500000000002 0.064610000000000015 0.08955500000000001 -0.10998999999999999 0.047620000000000003 -0.078244999999999995 -0.049364999999999992 0.11697000000000002 0.084675000000000014 0.12321500000000001 0.085955000000000018 -0.10802999999999999 -0.081909999999999997 -0.061204999999999989 0.11477000000000001 0.090740000000000015 -0.084294999999999981 0.12599500000000005 -0.14534499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 7 6 -5 8 9 -3 10 14 17 -2 15 -1 16 -13 18 23 20 -4 22 -19 -11 -14
right_child=1 4 19 5 -6 -7 -8 -9 -10 11 -12 13 24 -15 -16 -17 -18 21 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0019728777673824736 0.00099648816571464645 0.0010857466802403559 0.0021860172291082165 0.0019693966101111031 0.0013762505025663666 0.0013019992014568613 0.00027054262138219285 0.0025631710642570918 0.00057027062851035509 0.001853057026933779 0.0023528910965804027 0.0021058147963063521 0.0015101416176049357 0.0017586278767317155 0.0015741234211607772 0.0023698021315611364 0.0017788672540085487 0.0023847598924676755 0.0023070812814722486 0.0022399354755231675 0.0016985816241735243 0.0020997524145467358 0.0022478719081276731 0.0020813554921181063 0.0013153858420277902
leaf_weight=52 92 95 54 69 58 63 52 85 74 55 59 459 63 53 73 53 53 113 52 55 53 103 876 54 53
leaf_count=52 92 95 54 69 58 63 52 85 74 55 59 459 63 53 73 53 53 113 52 55 53 103 876 54 53
internal_value=0 0.00127481 0.00158912 0.00213973 0.000857858 0.00165113 0.00072165 0.00216985 0.000860244 0.00215356 0.00193691 0.00217485 0.00123366 0.00207081 0.00174029 0.00210003 0.00207204 0.00222613 0.00207671 0.00204529 0.00194491 0.00224813 0.00226355 0.00196648 0.00142146
internal_weight=0 649 370 2272 279 132 221 2140 169 2055 184 1871 208 618 125 565 512 1253 161 162 107 1092 989 109 116
internal_count=2921 649 370 2272 279 132 221 2140 169 2055 184 1871 208 618 125 565 512 1253 161 162 107 1092 989 109 116
is_linear=0
shrinkage=0.0032998


Tree=6348
num_leaves=17
num_cat=0
split_feature=8 1 52 4 43 1212 2 106 448 4 52 52 1375 151 151 4
split_gain=0.261015 0.27962 0.29387 0.216642 0.203964 0.203933 0.405765 0.173024 0.124495 0.12238 0.129544 0.192938 0.119635 0.204959 0.18444 0.113527
threshold=0.084980000000000014 0.13699000000000003 -0.055844999999999992 0.50541500000000006 0.053305000000000012 0.088085000000000011 0.086115000000000011 1.0000000180025095e-35 -0.079254999999999978 0.056815000000000011 0.10400000000000002 0.087580000000000005 -0.012944999999999998 -0.029339999999999995 -0.084059999999999982 -0.07718499999999999
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 -7 8 -1 10 11 15 13 -10 -14 -6
right_child=-2 2 3 -5 9 6 -8 -9 12 -11 -12 -13 14 -15 -16 -17
leaf_value=0.014459532948242993 0.01856869494601442 -0.010435641746565793 0.012552468014800743 -0.0027874121419675661 0.005888696987832496 -0.0087984867410026181 0.0085137865618723583 -0.0022895888755003345 0.019673341264942978 0.0043562910384392882 0.0059450075694066646 0.022538826568730876 0.0016125303413993656 0.0059077088607207085 0.0070082412046219558 0.014932213663950802
leaf_weight=62 52 54 52 52 68 72 82 58 54 72 73 58 201 72 1743 96
leaf_count=62 52 54 52 52 68 72 82 58 54 72 73 58 201 72 1743 96
internal_value=0 0.00651836 -0.000352796 0.00486525 0.00691948 0.00633998 0.000408071 0.00675629 0.00700323 0.0106158 0.0121375 0.0141656 0.00677903 0.0118215 0.00645128 0.0111934
internal_weight=0 2869 158 104 2711 2344 154 2190 2132 367 295 222 2070 126 1944 164
internal_count=2921 2869 158 104 2711 2344 154 2190 2132 367 295 222 2070 126 1944 164
is_linear=0
shrinkage=0.16829


Tree=6349
num_leaves=11
num_cat=0
split_feature=8 48 16 4 4 43 41 393 1446 16
split_gain=0.180409 0.176711 0.161887 0.157017 0.377255 0.184476 0.140013 0.133394 0.126931 0.0830195
threshold=0.084980000000000014 0.13897500000000002 0.63086500000000012 -0.17568999999999999 -0.12685999999999997 -0.079824999999999993 0.075585000000000013 0.10296000000000001 0.087240000000000012 0.19384500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 -6 -7
right_child=-2 -3 -4 4 6 9 -8 -9 -10 -11
leaf_value=0.0019385813285992394 0.015443774025097331 -0.0039198431120019191 -0.0021949548042510324 -0.0058982660319524607 0.0050635213981535948 0.018930059532312048 0.012219578452594934 0.01336740135632775 0.010433219861244044 0.01041178423244327
leaf_weight=53 52 56 73 80 2178 53 94 61 133 88
leaf_count=53 52 56 73 80 2178 53 94 61 133 88
internal_value=0 0.00542213 0.00560874 0.00581731 0.00546416 0.0104426 0.0058335 0.00557967 0.00537333 0.0136264
internal_weight=0 2869 2813 2740 2546 194 2466 2372 2311 141
internal_count=2921 2869 2813 2740 2546 194 2466 2372 2311 141
is_linear=0
shrinkage=0.16829


Tree=6350
num_leaves=19
num_cat=0
split_feature=4 2 123 11 0 2 15 4 4 1 39 15 1 14 150 51 1 51
split_gain=12.9557 3.74487 2.25796 1.87526 1.08459 0.981734 0.802703 0.570441 0.710723 0.562296 0.54703 0.424898 0.34568 0.341556 0.436859 0.311281 0.206571 0.0820063
threshold=0.31392000000000003 0.13554000000000002 1.0000000180025095e-35 1.0000000180025095e-35 -0.10726999999999999 0.10100500000000003 0.025430000000000005 -0.47860499999999995 -0.12685999999999997 0.12466500000000001 0.098100000000000007 -0.095814999999999997 0.094935000000000005 -1.0000000180025095e-35 0.081245000000000026 -0.26625499999999996 0.12040000000000002 -0.042309999999999993
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 11 17 -6 -9 -3 13 -1 -4 -2 16 -10 -15 -5
right_child=10 9 12 6 7 -7 -8 8 15 -11 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.0013247511262552442 0.00069979227025947579 0.00078421280562276095 0.00095679148792478729 0.0012218240657951957 0.0014564080238483345 0.0006970477284836444 0.0017718684682380592 0.00080187225403530627 0.00099491647672888227 0.00032718399572912891 0.0001587376125130592 0.00097684046078862891 0.00061486753237300696 0.000471841193509881 0.00065848120600647949 0.0011911894052332567 0.00020209633348509652 0.0014165531764575763
leaf_weight=64 68 59 53 52 80 100 74 56 95 59 65 99 85 54 60 1764 74 52
leaf_count=64 68 59 53 52 80 100 74 56 95 59 65 99 85 54 60 1764 74 52
internal_value=0 0.00113139 0.00115776 0.00118104 0.00115527 0.000955386 0.00150778 0.0011816 0.0011701 0.000555997 0.00042987 0.00111366 0.000746441 0.000498574 0.000425606 0.00118118 0.00031617 0.00131953
internal_weight=0 2692 2574 2436 2258 263 178 1995 1915 118 321 163 138 256 188 1859 128 104
internal_count=3013 2692 2574 2436 2258 263 178 1995 1915 118 321 163 138 256 188 1859 128 104
is_linear=0
shrinkage=0.0032998


Tree=6351
num_leaves=24
num_cat=0
split_feature=3 2 15 3 43 43 457 14 3 2 3 3 151 15 123 48 1456 51 13 51 42 160 2
split_gain=10.7134 4.75621 2.17281 1.7118 1.53991 1.28008 1.14521 0.822645 0.751745 0.594889 0.42461 0.386153 0.373417 0.369426 0.361742 0.349048 0.294182 0.434555 0.22666 0.131849 0.130577 0.126312 0.0896897
threshold=-0.049204999999999992 0.11891500000000001 -0.26361999999999991 0.28833000000000003 -0.069134999999999988 -0.095314999999999983 0.087470000000000006 0.073890000000000011 0.28833000000000003 0.11366500000000002 0.110335 -0.0024599999999999995 0.0035100000000000005 -0.031624999999999993 0.08901000000000002 -0.065059999999999993 0.078920000000000018 -0.08860999999999998 -0.011514999999999999 -0.09522499999999999 0.095565000000000011 -0.025879999999999997 0.14073000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 -2 10 9 14 12 11 -6 15 -13 22 -4 17 -17 -7 -11 -21 -18 -3
right_child=1 8 7 -5 6 18 -8 -9 -10 19 -12 13 -14 -15 -16 16 21 -19 -20 20 -22 -23 -24
leaf_value=0.00055060033049743155 0.0011429247433662371 0.00065530120906405324 0.00093034838953336119 0.00032411163293835611 0.00098640932595760308 0.00064593935284233412 0.0006297707816735901 0.0015294505065580782 5.6787906305173118e-05 0.0011116464262044352 0.00089203333442018802 0.0011425282413944477 0.0014183032894607812 0.0014494358836046333 0.00023310871415845619 0.0010067577055247014 0.001424027463340164 0.0011954378549960004 0.00036694335405041545 0.00079073593364751573 0.0010298012628979535 0.0012246604727856711 0.00046543531921671138
leaf_weight=60 53 59 59 53 57 82 52 75 73 58 52 84 78 91 53 149 81 1465 53 52 52 68 54
leaf_count=60 53 59 59 53 57 82 52 75 73 58 52 84 78 91 53 149 81 1465 53 52 52 68 54
internal_value=0 0.000728085 0.00117101 0.00089026 0.000947456 0.000707769 0.00108146 0.00118841 0.000336411 0.00117599 0.00116404 0.00122486 0.00119244 0.00130232 0.000459166 0.00118275 0.00119118 0.00117804 0.000536669 0.000982802 0.000910607 0.00133328 0.000564881
internal_weight=0 816 2197 577 524 188 336 2137 239 2062 284 232 1900 175 166 1822 1763 1614 135 162 104 149 113
internal_count=3013 816 2197 577 524 188 336 2137 239 2062 284 232 1900 175 166 1822 1763 1614 135 162 104 149 113
is_linear=0
shrinkage=0.0032998


Tree=6352
num_leaves=16
num_cat=0
split_feature=3 14 0 15 1 1 49 15 0 157 3 15 3 13 124
split_gain=0.476621 0.390945 0.280952 0.391049 0.318047 0.294686 0.198973 0.26862 0.188536 0.177989 0.175008 0.444659 0.168558 0.160173 0.128055
threshold=0.3148450000000001 0.020750000000000005 -0.10934999999999999 -0.026469999999999997 0.13130500000000003 0.14450000000000005 -1.0000000180025095e-35 -0.083859999999999976 -0.10185499999999999 -0.22319499999999998 -0.11266 -0.034094999999999993 0.085090000000000013 -0.037164999999999997 -0.083859999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 8 -6 7 -1 -4 -10 11 -11 -8 -3 -12
right_child=-2 13 4 -5 5 -7 12 -9 9 10 14 -13 -14 -15 -16
leaf_value=-0.0056530874204659531 -0.0055911092062683136 0.009117016497484854 0.016779018753124365 -0.0088032644899752651 -0.0077905282727662138 0.0084382147204068291 0.0043234184970868646 0.0091299778768332441 0.015151939233144136 -0.010804531820264003 -0.00016622111286430677 0.0069175650846191464 0.015660506722461266 0.021844005316397932 0.0072410416356363796
leaf_weight=92 99 53 55 80 81 52 102 56 70 57 68 135 59 61 1893
leaf_count=92 99 53 55 80 81 52 102 56 70 57 68 135 59 61 1893
internal_value=0 0.00627317 0.00587883 0.00167582 0.00655622 -0.00143195 0.00439466 -4.73559e-05 0.00702339 0.00678121 0.00650822 0.00164696 0.00848916 0.0159428 0.00698327
internal_weight=0 2914 2800 389 2411 133 309 148 2278 2223 2153 192 161 114 1961
internal_count=3013 2914 2800 389 2411 133 309 148 2278 2223 2153 192 161 114 1961
is_linear=0
shrinkage=0.16829


Tree=6353
num_leaves=17
num_cat=0
split_feature=3 14 151 15 0 15 42 0 15 3 133 1375 1212 42 0 0
split_gain=0.332092 0.35083 0.221521 0.207796 0.189555 0.262585 0.174041 0.166291 0.2189 0.269286 0.142435 0.0997146 0.0990729 0.095213 0.131408 0.122663
threshold=0.110335 0.073890000000000011 0.077805000000000013 -0.41956999999999994 -0.15184499999999998 -0.082809999999999981 0.092485000000000026 -0.11742499999999999 -0.10271999999999999 0.0025650000000000004 -0.07192999999999998 0.083945000000000006 -0.074449999999999988 -0.027559999999999998 -0.084444999999999978 -0.081704999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -2 -6 -1 8 -5 -10 13 12 -12 15 -15 -9
right_child=4 -3 -4 7 5 -7 -8 10 9 -11 11 -13 -14 14 -16 -17
leaf_value=-0.0083956217353345197 -0.0077649317395239552 0.015075740665924285 0.012796057792840357 0.0073407577997366856 0.008515763688827626 -0.004481488921771519 0.0045279483433624482 0.0097841129624733902 -0.011505133133467512 0.0038019635749678331 0.010539940049625655 0.010717213910460949 0.0043064704811626277 0.0075018378159493262 0.015964672684334869 0.0014863731421734295
leaf_weight=61 79 103 101 83 90 86 57 101 64 66 76 79 1641 140 84 102
leaf_count=61 79 103 101 83 90 86 57 101 64 66 76 79 1641 140 84 102
internal_value=0 0.00543036 0.00505549 0.00474868 -0.000911447 0.00215463 -0.00213766 0.00508299 0.000581615 -0.00372002 0.00551349 0.00485424 0.00458343 0.00828217 0.0106834 0.00562366
internal_weight=0 2758 2655 2554 255 176 118 2436 213 130 2223 1796 1717 427 224 203
internal_count=3013 2758 2655 2554 255 176 118 2436 213 130 2223 1796 1717 427 224 203
is_linear=0
shrinkage=0.16829


Tree=6354
num_leaves=23
num_cat=0
split_feature=1 3 3 14 1 3 3 4 16 4 4 4 0 4 4 4 16 2 13 42 1211 42
split_gain=16.6804 4.77255 2.28599 2.02008 1.56245 0.734785 1.18938 0.713634 1.1063 0.628848 1.02922 0.54313 0.920789 0.507739 0.733454 0.332961 0.332714 0.310476 0.263373 0.240256 0.147787 0.123205
threshold=0.11690500000000002 -0.026279999999999998 -0.063264999999999988 0.073890000000000011 0.094935000000000005 0.28833000000000003 0.085880000000000012 0.032770000000000001 -0.049824999999999994 -0.032169999999999997 0.032770000000000001 -0.50231999999999988 -0.038724999999999989 -0.35269999999999996 -0.0073499999999999998 0.046185000000000004 -0.08070999999999999 0.11891500000000001 -0.013819999999999997 0.11603500000000001 0.08789000000000001 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 13 6 17 11 18 -6 -11 -1 16 -3 -15 -16 20 -4 21 -18 -13 -9
right_child=2 4 5 -5 9 -7 -8 8 -10 10 -12 12 -14 14 15 -17 19 -19 -20 -21 -22 -23
leaf_value=0.0017653847716480613 0.0010647915811153401 0.0015390217989524652 0.00062169585153563813 0.0019786940063607284 0.0011801555495559175 0.00025086025628815454 0.0010325407485712293 0.0015770144408352742 0.00098948853059015315 0.00053136040302780246 0.0010462741955979617 0.0015064781468542851 0.0011159853965919233 0.00085712748444778252 0.0014351198787457928 0.001123828716892869 0.0014391603435805393 0.00030176024399505629 0.0012156216879011534 0.0012537395232185618 0.0016897416087193376 0.0013746822620105297
leaf_weight=59 102 56 60 75 59 95 52 84 99 87 83 495 91 56 88 68 972 75 53 86 57 61
leaf_count=59 102 56 60 75 59 95 52 84 99 87 83 495 91 56 88 68 972 75 53 86 57 61
internal_value=0 0.00137761 0.000641165 0.00144554 0.00108613 0.000487813 0.000608002 0.00142608 0.00127548 0.000885453 0.000782967 0.00145147 0.00144057 0.00125747 0.00118293 0.00129965 0.00145889 0.000444215 0.0014183 0.00142412 0.00152547 0.00149214
internal_weight=0 2629 384 2132 497 282 187 2057 297 229 170 1760 1701 268 212 156 1610 135 198 1058 552 145
internal_count=3013 2629 384 2132 497 282 187 2057 297 229 170 1760 1701 268 212 156 1610 135 198 1058 552 145
is_linear=0
shrinkage=0.0032998


Tree=6355
num_leaves=29
num_cat=0
split_feature=3 2 12 150 2 2 42 12 2 2 403 12 1213 160 3 2 2 133 43 3 159 12 42 43 1186 160 43 42
split_gain=9.04108 3.81952 2.09938 1.49988 1.11063 0.883608 0.851176 0.42407 0.402033 0.410522 0.534985 0.366833 0.382278 0.344091 0.324814 0.322352 0.51519 0.28417 0.22252 0.208344 0.205672 0.213458 0.17272 0.157135 0.138247 0.128511 0.10126 0.0525136
threshold=-0.063264999999999988 0.13447000000000003 -0.012249999999999999 1.0000000180025095e-35 0.17553000000000005 0.123795 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10060500000000001 -0.063554999999999987 0.08598500000000002 -0.086579999999999976 -0.069144999999999984 -0.16100499999999998 0.079770000000000021 0.10773000000000001 0.088035000000000016 -0.092609999999999984 -0.082354999999999984 0.083800000000000027 0.092900000000000024 0.083725000000000008 -0.15326499999999996 -0.044564999999999994 -0.0076849999999999991 -0.0044999999999999997 0.09364500000000002
decision_type=2 2 2 2 2 2 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 15 7 8 -2 -3 -1 11 -11 12 -10 20 -12 -4 25 26 -14 -20 21 -13 -16 -15 -25 -17 -8 -24
right_child=1 4 3 -5 -6 -7 17 -9 9 10 14 13 18 23 22 16 -18 -19 19 -21 -22 -23 27 24 -26 -27 -28 -29
leaf_value=0.00090333983565163466 0.00094163012091090926 0.00028334252379373268 0.00088737617214694985 0.00061102756476683312 -7.9960587765747951e-05 0.00078785849665625064 0.00054182656450050648 0.00066806303035965488 0.001022771009112487 0.00075948747146639402 0.0012950246948524424 0.001168406151335706 0.001494550510916967 0.0010601260017212269 0.00089663187763306827 0.0011723073389279099 0.00094820875786811557 0.00032275213682470867 0.0012294196406668965 0.0014272356686187652 0.00086413354098535938 0.00094943407967237599 0.0011898303514793235 0.0013573291610989165 0.001191495258595071 0.0013576158896364983 0.00072161517843839795 0.0010379322411576105
leaf_weight=66 76 60 55 80 54 73 103 66 63 55 81 155 58 96 62 82 80 53 291 76 52 74 59 63 704 92 54 54
leaf_count=66 76 60 55 80 54 73 103 66 63 55 81 155 58 96 62 82 80 53 291 76 52 74 59 63 704 92 54 54
internal_value=0 0.00074282 0.000856743 0.00101469 0.000315416 0.00114599 0.000641786 0.000485142 0.00115898 0.00116765 0.00105675 0.00118876 0.00126528 0.00115609 0.00112048 0.00111909 0.00116912 0.000533103 0.00130114 0.00127048 0.00105469 0.0010978 0.00103949 0.00118907 0.00120516 0.00127049 0.000603889 0.00111755
internal_weight=0 855 675 389 180 2082 286 126 2009 1943 311 1632 488 1144 256 309 254 210 425 367 281 229 175 863 767 174 157 113
internal_count=2937 855 675 389 180 2082 286 126 2009 1943 311 1632 488 1144 256 309 254 210 425 367 281 229 175 863 767 174 157 113
is_linear=0
shrinkage=0.0032998


Tree=6356
num_leaves=26
num_cat=0
split_feature=4 14 16 16 12 16 15 16 16 157 4 52 15 4 42 42 42 52 4 403 42 42 16 13 52
split_gain=0.483569 0.336431 0.439477 0.266904 0.288096 0.363398 0.301409 0.266997 0.351452 0.305492 0.167751 0.160798 0.141119 0.124734 0.0869627 0.315724 0.155912 0.160347 0.146928 0.122446 0.184651 0.159988 0.0789534 0.0633106 0.0454535
threshold=0.31392000000000003 -0.40567999999999999 -0.44388499999999992 -0.15693499999999996 0.083400000000000016 0.16703000000000004 -0.13783499999999996 -0.090614999999999987 -0.072034999999999988 -0.077384999999999995 0.059230000000000012 0.029970000000000007 -0.43587999999999999 0.24099500000000004 0.10001500000000001 0.116275 0.089975000000000013 -0.14757499999999998 -0.075324999999999989 -0.015149999999999999 0.088485000000000022 1.0000000180025095e-35 -0.011964999999999998 -1.0000000180025095e-35 -0.39173999999999992
decision_type=2 2 2 2 2 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 11 5 6 -5 -8 -9 -10 14 -1 -3 -13 16 -16 19 -18 -17 21 -21 -6 -19 -14 -7
right_child=1 2 -4 4 10 24 7 8 9 -11 -12 13 23 -15 15 18 17 22 -20 20 -22 -23 -24 -25 -26
leaf_value=0.017801999007161597 0.0097723643055457349 0.0064586788879383251 -0.015499891648238293 0.012879230722745081 0.0077820123548177468 0.014959463599801087 0.0085593907667688637 -0.013479511748373226 -0.011367202387593004 0.003142049708680168 0.00060315598692054179 0.013370003248893071 -0.0071291002367499315 0.0028042758549052106 0.018566529191223424 0.010923144697082032 0.011168171031119814 0.0046994339430122588 0 0.0085561647778271046 0.017234071310209171 -6.4586246155164524e-05 -0.0016073129501777508 0.0010372742316379815 0.0083252980454857021
leaf_weight=95 77 79 60 52 274 53 71 69 52 196 96 71 52 58 92 75 66 119 65 757 77 100 106 55 70
leaf_count=95 77 79 60 52 274 53 71 69 52 196 96 71 52 58 92 75 66 119 65 757 77 100 106 55 70
internal_value=0 5.89815e-05 -0.00297408 0.00696676 0.00644461 0.00311068 0.000845676 -0.000762438 -0.00285596 9.25427e-05 0.00747099 0.0125299 0.00105684 0.00863345 0.00785084 0.0108991 0.00737785 0.00386927 0.00584773 0.00822156 0.00935952 0.00567919 0.00172027 -0.00291464 0.0111985
internal_weight=0 323 246 2614 2390 563 440 388 317 248 1827 224 186 129 1731 232 1499 291 140 1208 834 374 225 107 123
internal_count=2937 323 246 2614 2390 563 440 388 317 248 1827 224 186 129 1731 232 1499 291 140 1208 834 374 225 107 123
is_linear=0
shrinkage=0.16829


Tree=6357
num_leaves=19
num_cat=0
split_feature=10 40 3 3 4 51 2 4 15 12 15 3 1455 15 129 12 48 2
split_gain=0.493391 0.199025 0.124148 0.227395 0.163245 0.163437 0.205767 0.151419 0.16441 0.140703 0.14142 0.132605 0.127253 0.153776 0.126826 0.170982 0.11043 0.0620863
threshold=-0.089679999999999982 1.0000000180025095e-35 -0.072649999999999978 -0.074479999999999977 -0.060239999999999995 0.097385000000000013 0.091570000000000012 0.0019650000000000002 -0.11949999999999998 -0.073629999999999987 -0.043134999999999993 0.083395000000000011 0.090900000000000022 -0.19631499999999999 0.10028500000000001 0.083400000000000016 0.084855000000000014 0.099435000000000009
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 11 6 7 16 -9 -8 -11 -4 13 -2 15 -15 -6 -13
right_child=1 -3 4 -5 5 -7 9 8 -10 10 -12 17 -14 14 -16 -17 -18 -19
leaf_value=-0.0076172525127662458 0.013314479423457575 -0.0026193835785575286 0.0030797800977251781 0.017034407984543753 0.0082022092472467407 -0.0035965385299006236 -0.0044521910738769266 0.0052813665605629416 0.017562624952225814 0.0062144683298378982 -0.0020193077768605209 0.015819408636635762 0.013332397587985021 -0.00067980298202808512 0.013729241794864041 0.0058318356253149132 -0.0024155042532239429 0.0080700204350825332
leaf_weight=83 77 82 82 57 59 95 89 59 66 167 91 59 69 123 53 1513 52 61
leaf_count=83 77 82 82 57 59 95 89 59 66 167 91 59 69 123 53 1513 52 61
internal_value=0 0.00553653 0.00577845 0.00654815 0.00412154 0.00286638 0.00392259 0.00775786 0.0117802 0.00130899 0.00330334 0.0083255 0.00622144 0.00594259 0.00560545 0.00534117 0.00321196 0.0118951
internal_weight=0 2854 2772 1892 880 678 583 236 125 347 258 202 1835 1766 1689 1636 111 120
internal_count=2937 2854 2772 1892 880 678 583 236 125 347 258 202 1835 1766 1689 1636 111 120
is_linear=0
shrinkage=0.16829


Tree=6358
num_leaves=29
num_cat=0
split_feature=4 12 150 13 10 3 133 11 4 3 12 39 3 13 51 51 16 4 16 4 43 13 16 13 13 16 12 4
split_gain=11.0799 3.55766 1.67715 0.999441 0.977647 0.638413 0.531713 0.515231 0.491096 0.475201 0.439003 0.393087 0.343664 0.311136 0.307539 0.252867 0.251772 0.233072 0.305425 0.201982 0.220139 0.184962 0.173599 0.167457 0.125366 0.0983046 0.093126 0.0703942
threshold=0.31392000000000003 0.056995000000000011 0.089155000000000012 -0.00027999999999999998 -0.020369999999999996 -0.0070649999999999992 -0.0024649999999999997 1.0000000180025095e-35 -0.029404999999999997 -0.080854999999999996 0.098355000000000012 0.090190000000000006 -0.11266 -0.023739999999999997 0.080080000000000026 0.10513500000000002 -0.072034999999999988 0.065755000000000008 -0.081324999999999995 0.058025000000000007 -0.066724999999999993 0.084770000000000026 -0.45743999999999996 -0.08156999999999999 -0.083709999999999993 0.26711500000000005 0.10859000000000001 -0.055754999999999992
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -1 10 25 -6 12 13 -3 -11 21 19 -8 18 23 20 27 -9 -19 -14 -20 -7 -22 -12
right_child=4 7 -4 5 9 8 16 14 -10 11 15 -13 17 -15 -16 -17 -18 22 24 -21 26 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00097913626672703068 8.2474193054749721e-08 0.00086465346804242952 0.00037980478942336232 0.00075471240453203086 0.00070297017536516361 0.0013857714984846239 0.00043015489924615988 0.0015379754687591823 0.00094849824548745869 0.00033328633594568037 0.0011135597053781392 0.00018616629781454891 0.0011518610918036924 0.00066333289783809498 0.0010833225619119879 0.00080962375449491932 0.0007198739775010971 0.0011222978903807838 0.0011738076967623434 0.00089633246870227427 0.00091317587375223399 0.0012699352918059327 0.00085029287937161513 0.0012866886342524147 0.0010901761115236716 0.0011764633101755148 0.0010911328256145581 0.0012928363608167321
leaf_weight=61 53 52 80 69 81 52 54 53 93 60 52 63 190 66 53 62 86 54 311 80 69 66 52 235 614 54 68 54
leaf_count=61 53 52 80 69 81 52 54 53 93 60 52 63 190 66 53 62 86 54 311 80 69 66 52 235 614 54 68 54
internal_value=0 0.00105851 0.000822168 0.00089755 0.0004105 0.00102978 0.000721071 0.00112132 0.00112497 0.000490933 0.00110548 0.000399873 0.00113106 0.000506447 0.00129544 0.0010052 0.000608377 0.00114055 0.00115241 0.00104264 0.00109066 0.00138961 0.000989194 0.0012265 0.00111833 0.00127948 0.00100176 0.00120522
internal_weight=0 2614 549 469 323 268 201 2065 199 270 1893 189 1508 126 172 385 140 1456 1350 323 243 119 106 425 925 106 137 106
internal_count=2937 2614 549 469 323 268 201 2065 199 270 1893 189 1508 126 172 385 140 1456 1350 323 243 119 106 425 925 106 137 106
is_linear=0
shrinkage=0.0032998


Tree=6359
num_leaves=15
num_cat=0
split_feature=10 11 2 133 160 2 4 4 148 51 1212 456 2 15
split_gain=0.37233 0.177032 0.225976 0.161493 0.175961 0.1397 0.15604 0.134573 0.146878 0.111614 0.124883 0.130042 0.0924699 0.116315
threshold=-0.089679999999999982 0.095930000000000015 0.10859000000000001 -0.05763999999999999 -0.076219999999999996 0.11835000000000002 0.028075000000000006 -0.51323499999999989 -0.083699999999999983 -0.22681499999999996 0.11579500000000002 0.085830000000000004 0.12750000000000003 -0.080724999999999977
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 -2 -9 -10 11 -11 -7 -14
right_child=1 -3 3 4 5 12 -8 8 9 10 -12 -13 13 -15
leaf_value=-0.0060685058395266193 0.014214473519452753 0.014742108265664657 -0.0045632469512215685 0.01036175497409786 0.0021851189167517997 0.010261468435376188 -0.008940668021661078 0.013716949914459011 0.011411631394133549 0.004625763026441086 0.013064365697430736 0.0100837413446049 -0.0028306821646520205 0.0067463621730153214
leaf_weight=83 54 56 88 82 90 58 59 63 86 1885 56 133 67 77
leaf_count=83 54 56 88 82 90 58 59 63 86 1885 56 133 67 77
internal_value=0 0.00535593 0.00516743 0.00200046 0.00333857 0.00169271 -0.00220834 0.00589128 0.00568829 0.00545329 0.00520535 0.00498637 0.00457911 0.0022779
internal_weight=0 2854 2798 521 433 351 149 2277 2223 2160 2074 2018 202 144
internal_count=2937 2854 2798 521 433 351 149 2277 2223 2160 2074 2018 202 144
is_linear=0
shrinkage=0.16829


Tree=6360
num_leaves=16
num_cat=0
split_feature=49 0 16 13 156 12 13 49 49 12 12 482 3 2 16
split_gain=0.435107 0.292636 0.479479 0.285034 0.516447 0.164867 0.354647 0.184392 0.123652 0.292298 0.370068 0.155396 0.0965901 0.119561 0.000172125
threshold=-0.23648999999999995 -0.00077999999999999999 0.014185000000000001 -0.011954999999999999 0.088295000000000012 -0.14392999999999997 -0.16392499999999996 0.17990500000000001 -0.06017999999999999 0.083885000000000015 0.080635000000000012 0.089950000000000016 -0.015474999999999997 0.090835000000000013 -0.095724999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 -4 -5 -2 14 8 12 10 -10 -11 13 -8 -7
right_child=1 2 3 4 -6 6 7 -9 9 11 -12 -13 -14 -15 -16
leaf_value=0.018625166474022476 0.011926217351771179 -0.011127435718178192 0.013791035012386665 -0.013304217904079938 0.007608078698566308 -0.0065279456172259035 0.0092172862811087889 0.013214680931160702 0.0021493921652940293 0.0048314790870272748 -0.0092227227833230271 -0.0020632624931725685 0.012218579126910696 -0.00098179898751759795 -0.0055174862681811
leaf_weight=53 69 102 52 56 83 52 75 60 380 1571 103 98 81 57 52
leaf_count=53 69 102 52 56 83 52 75 60 380 1571 103 98 81 57 52
internal_value=0 0.00323 -0.00180762 0.00316004 -0.000804094 0.00379883 0.00357637 0.00398953 0.00375472 0.00337039 -0.000271998 0.00442556 0.00762929 0.00479953 -0.00603999
internal_weight=0 2891 293 191 139 2598 2529 2425 2365 2152 483 1669 213 132 104
internal_count=2944 2891 293 191 139 2598 2529 2425 2365 2152 483 1669 213 132 104
is_linear=0
shrinkage=0.16829


Tree=6361
num_leaves=24
num_cat=0
split_feature=4 1 1 12 15 15 12 150 12 4 16 4 12 4 12 1 16 52 42 402 16 52 40
split_gain=9.12187 2.00505 1.18426 1.07399 0.526444 0.502885 0.479587 0.451859 0.434486 0.401458 0.624469 0.386191 0.291778 0.421918 0.591042 0.271386 0.246306 0.245084 0.228628 0.22264 0.166 0.0833052 0.0805321
threshold=0.27258000000000004 0.10331000000000003 0.13130500000000003 0.089135000000000006 -0.12272499999999999 -0.45775499999999997 0.11619500000000001 0.088985000000000009 -0.012249999999999999 -0.16236499999999995 -0.0024749999999999993 -0.040394999999999993 0.091200000000000017 -0.15366499999999997 0.083885000000000015 0.11338500000000001 0.19384500000000002 -0.12005499999999998 0.087005000000000013 -0.044164999999999989 -0.09583499999999999 -0.059794999999999994 -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
left_child=1 4 7 9 20 -4 8 15 22 -3 21 -5 13 17 -15 -2 19 -10 -18 -14 -1 -11 -6
right_child=2 3 5 11 6 -7 -8 -9 12 10 -12 -13 16 14 -16 -17 18 -19 -20 -21 -22 -23 -24
leaf_value=0.0012745604394082705 0.00075030592404836771 0.00077354574391720718 0.00030711397183103082 0.001069183302798661 0.00082869712300221549 -7.9363300902331757e-05 0.00066913665283528927 0.00026067403760861817 0.00099319387564485054 0.00049233842177365521 0.00014623973505789009 0.00074105942722745195 0.0008050378405734189 0.00080167380525587167 0.00099211024993208787 0.00045336335548367052 0.00060516332378181942 0.0013001358398444264 0.00088303838026853037 0.00096193133334397955 0.0010419862379293634 0.00067724791619484142 0.00064775798995145913
leaf_weight=53 67 53 69 68 53 78 80 63 53 57 53 95 139 225 883 69 60 65 73 371 102 54 61
leaf_count=53 67 53 69 68 53 78 80 63 53 57 53 95 139 225 883 69 60 65 73 371 102 54 61
internal_value=0 0.00089724 0.000326723 0.000675433 0.000935225 0.000101805 0.000921194 0.000492691 0.000931345 0.000522991 0.000441804 0.000878162 0.000943474 0.000973625 0.00095347 0.00059991 0.000885932 0.00116257 0.000757946 0.000919239 0.00112174 0.000582612 0.000732188
internal_weight=0 2598 346 380 2218 147 2063 199 1983 217 164 163 1869 1226 1108 136 643 118 133 510 155 111 114
internal_count=2944 2598 346 380 2218 147 2063 199 1983 217 164 163 1869 1226 1108 136 643 118 133 510 155 111 114
is_linear=0
shrinkage=0.0032998


Tree=6362
num_leaves=23
num_cat=0
split_feature=1 52 1 14 10 2 1 15 48 0 4 0 43 0 52 150 2 16 15 43 52 4
split_gain=19.5023 3.79146 2.13413 1.27244 1.22856 1.14024 0.858039 0.740251 0.711755 0.563937 0.468091 0.457009 0.373771 0.345141 0.299608 0.291079 0.272478 0.366491 0.44093 0.227992 0.201098 0.222304
threshold=0.10404000000000001 -0.41694999999999993 0.12448500000000001 0.056865000000000006 -0.020369999999999996 1.0000000180025095e-35 0.09518500000000002 -0.13843999999999998 0.08035500000000001 0.11737000000000002 0.0054350000000000015 -0.10594499999999998 -1.0000000180025095e-35 -0.068189999999999987 -0.029304999999999998 0.091630000000000003 0.087245000000000003 -0.40430999999999989 -0.063834999999999989 -0.049364999999999992 0.40565000000000007 -0.27577999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 6 -4 13 9 12 14 10 11 -1 -6 -3 -8 19 -12 -18 -19 -7 21 -13
right_child=1 2 4 -5 7 15 8 -9 -10 -11 16 20 -14 -15 -16 -17 17 18 -20 -21 -22 -23
leaf_value=0.001420325251778314 0.0017317768332052892 0.0015789043258349891 0.00028716480197082023 0.0020544258946631959 0.0004874080238603359 0.00089364319777215939 0.0017625466542059438 0.0010657701039540844 0.0011421806099518219 0.0013366942074429674 0.0017812251123700202 0.0019236272076645522 0.00084470871664374836 0.0012023602045657493 0.0014501648158372911 0.00077067603533881432 0.0017033397095489776 0.0015361597990387968 0.0011906329585457567 0.0011589153061025935 0.0015616754666998513 0.0017080641780948807
leaf_weight=65 71 52 59 84 64 64 54 85 63 58 53 57 65 57 96 61 86 154 56 84 103 1353
leaf_count=65 71 52 59 84 64 64 54 85 63 58 53 57 65 57 96 61 86 154 56 84 103 1353
internal_value=0 0.00101072 0.000924037 0.00165418 0.000709667 0.00110796 0.00163887 0.000825986 0.0014386 0.00166034 0.00167006 0.00169451 0.000667716 0.00138232 0.00156286 0.000964707 0.00155943 0.0015196 0.00144419 0.00104444 0.00170627 0.0017168
internal_weight=0 662 591 2282 273 318 2198 214 213 1985 1927 1578 129 109 150 209 349 296 210 148 1513 1410
internal_count=2944 662 591 2282 273 318 2198 214 213 1985 1927 1578 129 109 150 209 349 296 210 148 1513 1410
is_linear=0
shrinkage=0.0032998


Tree=6363
num_leaves=14
num_cat=0
split_feature=49 132 0 16 13 157 376 403 403 14 41 403 403
split_gain=0.30084 0.291013 0.232044 0.353747 0.157688 0.237363 0.156117 0.135807 0.229434 0.142254 0.157465 0.103002 0.0839061
threshold=-0.23648999999999995 -0.26673499999999994 -0.00077999999999999999 0.014185000000000001 -0.011809999999999999 -0.0036449999999999994 0.085945000000000008 0.099985000000000004 0.085550000000000001 0.08104500000000002 0.075585000000000013 0.13733500000000001 0.50834500000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 -5 -6 7 8 9 10 -3 -9 -13
right_child=1 2 3 4 5 -7 -8 11 -10 -11 -12 12 -14
leaf_value=0.01731310508264608 0.016993074820148026 0.0049911728504169525 -0.0082735517043971071 0.011849672268973684 0.0074021783702597774 -0.006667315745111869 -0.0033995836362180464 -0.0056561394640010703 0.015819138975602734 -0.0035120076090645758 0.012119757597264497 0.006649379908233331 -0.0020077029921169425
leaf_weight=53 52 2097 101 53 75 62 64 53 58 53 92 78 53
leaf_count=53 52 2097 101 53 75 62 64 53 58 53 92 78 53
internal_value=0 0.00450557 0.00427621 -0.000219965 0.0040517 0.00102185 0.00479042 0.00500215 0.00535421 0.00508268 0.0052916 0.000591711 0.00313318
internal_weight=0 2891 2839 291 190 137 2548 2484 2300 2242 2189 184 131
internal_count=2944 2891 2839 291 190 137 2548 2484 2300 2242 2189 184 131
is_linear=0
shrinkage=0.16829


Tree=6364
num_leaves=15
num_cat=0
split_feature=49 1 376 4 49 43 13 1 13 1 16 1 1 4
split_gain=0.208019 0.207193 0.203557 0.239706 0.214846 0.178013 0.192362 0.192951 0.117853 0.188641 0.0975159 0.387214 0.306448 0.225293
threshold=-0.23648999999999995 0.11883500000000001 0.084595000000000017 -0.5109999999999999 0.15665000000000004 -0.072074999999999986 0.091815000000000022 0.10877000000000002 0.26746000000000009 0.09258000000000001 -0.23389999999999997 0.14195000000000002 0.13857500000000003 0.046185000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 7 -7 9 -5 12 13 -3 -12
right_child=1 10 -4 4 -6 6 -8 -9 -10 -11 11 -13 -14 -15
leaf_value=0.014399486422893484 -0.0062808082376889906 -0.0032903234877555681 0.014594433234749392 0.0065454536332849693 0.015018311410104072 0.0028128517434991974 -0.0056487408096904728 0.011148086105037988 0.01343464778570346 0.00026830524358509528 0.010197573376267883 -0.014787591709235852 0.012041810242326059 -0.0041603137418423555
leaf_weight=53 62 91 53 735 52 1280 71 84 55 167 56 54 62 69
leaf_count=53 62 91 53 735 52 1280 71 84 55 167 56 54 62 69
internal_value=0 0.00374733 0.00426053 0.00404125 0.00430384 0.00407017 0.00288211 0.00332748 0.00584975 0.00538527 -0.000202876 -0.00287446 0.00291096 0.00225765
internal_weight=0 2891 2559 2506 2444 2392 1435 1364 957 902 332 179 153 125
internal_count=2944 2891 2559 2506 2444 2392 1435 1364 957 902 332 179 153 125
is_linear=0
shrinkage=0.16829


Tree=6365
num_leaves=14
num_cat=0
split_feature=9 10 40 41 1 0 151 151 0 16 15 403 13
split_gain=0.398774 0.543814 0.317376 0.182085 0.327207 0.238821 0.303318 0.181619 0.204557 0.178407 0.137076 0.128386 0.124192
threshold=0.093040000000000012 -0.093904999999999988 0.0045850000000000005 0.078150000000000011 0.082135000000000014 -0.092879999999999976 0.011180000000000001 -0.088054999999999981 -0.14164999999999997 -0.11082499999999999 -0.23058999999999999 -0.53317999999999988 -0.076794999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 -3 -9 12 -11 -12 -7
right_child=-2 2 -4 4 -6 9 -8 8 -10 10 11 -13 -14
leaf_value=0.019185756992561746 -0.010303438399932013 -0.0045235318755409391 -0.0065903734113513376 0.0015024161846108365 0.018143132119397613 0.016290291833880883 -0.0099416823410867182 0.0082429019704311143 0.0011385553731691797 -0.0039009246401003395 -0.0017199234632479161 0.0050828271060686164 0.0063266681376708796
leaf_weight=69 53 90 77 63 72 63 62 179 322 53 82 1688 83
leaf_count=69 53 90 77 63 72 63 62 179 322 53 82 1688 83
internal_value=0 0.00441713 0.00405692 0.00435494 0.0103908 0.00404349 0.00125084 0.00242805 0.00368042 0.00496873 0.00451368 0.00476666 0.0106383
internal_weight=0 2903 2834 2757 135 2622 653 591 501 1969 1823 1770 146
internal_count=2956 2903 2834 2757 135 2622 653 591 501 1969 1823 1770 146
is_linear=0
shrinkage=0.16829


Tree=6366
num_leaves=29
num_cat=0
split_feature=11 43 3 4 3 16 1 12 3 52 12 42 3 4 2 133 2 1 150 448 150 156 16 42 49 1 475 12
split_gain=0.295944 0.504356 0.423459 0.166104 0.30118 0.335209 0.240106 0.17588 0.275515 0.275139 0.198286 0.196538 0.223073 0.177392 0.171409 0.159942 0.141073 0.125037 0.121849 0.1293 0.133367 0.275577 0.10728 0.105153 0.0996082 0.234456 0.127468 0.0523776
threshold=0.079700000000000007 -0.087439999999999976 -0.17010999999999998 -0.032169999999999997 0.11745500000000002 -0.11082499999999999 0.099355000000000013 0.090455000000000021 -0.10859999999999999 0.11422000000000002 0.094115000000000018 0.085695000000000007 -0.085744999999999988 -0.079614999999999977 0.087925000000000017 0.0089800000000000019 0.10449000000000001 0.13205500000000003 -0.091839999999999991 -0.037059999999999989 0.10451000000000001 0.087455000000000019 -0.079854999999999982 0.088875000000000023 -0.07929499999999999 0.089895000000000017 -0.073839999999999975 0.097345000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 18 17 7 9 -9 11 13 14 -13 -10 15 -1 -8 -6 -5 -20 24 -22 -12 -14 25 -21 -26 -24
right_child=1 2 -4 4 5 -7 16 8 10 -11 22 12 23 -15 -16 -17 -18 -19 19 20 21 -23 27 -25 26 -27 -28 -29
leaf_value=0.0059764515011857307 -0.0030825531088557257 0.007934765304260993 0.027189840020568283 0.010517856486351446 -0.0047612223951118728 -0.013660263737741733 0.0064536057336931803 -0.010374857535342775 -0.0082116957743172923 0.017058526279171607 0.012373833628027573 0.017640464144187188 0.010729933254401037 0.0026914210236386291 -0.0040629225789630243 -0.0042101145590572753 0.017641358888354549 0.0066435968018695281 -0.0052049748341745873 0.0048283732400116741 0.016865174728562419 -0.00018361427812818262 0.00074771153597573132 0.0017841818292567869 -0.0013959236242635782 -0.0090880054827436624 0.0036985408320024892 0.006145695142755433
leaf_weight=243 60 84 53 54 52 71 76 52 72 53 52 56 61 102 95 53 56 57 61 69 54 53 91 97 169 68 774 118
leaf_count=243 60 84 53 54 52 71 76 52 72 53 52 56 61 102 95 53 56 57 61 69 54 53 91 97 169 68 774 118
internal_value=0 0.00975954 0.0153969 0.00300296 0.00178881 -0.00465987 0.00441062 0.00362478 0.00119561 0.00541993 0.00258287 0.00439739 0.00850024 -0.00180989 0.00214724 0.00414644 0.0112135 0.00118628 0.00268171 0.00234121 0.00273052 0.00840366 0.00551826 0.00524929 0.00216679 -0.00206591 0.00278363 0.00380397
internal_weight=0 197 137 2759 1482 180 1277 1145 487 658 435 605 214 174 391 296 132 109 1302 1248 1187 107 261 158 1080 137 943 209
internal_count=2956 197 137 2759 1482 180 1277 1145 487 658 435 605 214 174 391 296 132 109 1302 1248 1187 107 261 158 1080 137 943 209
is_linear=0
shrinkage=0.16829


Tree=6367
num_leaves=23
num_cat=0
split_feature=1 39 1 11 47 49 1 150 159 1 4 11 4 10 4 4 43 158 160 4 157 43
split_gain=19.9416 3.40116 3.25097 1.81114 1.53148 1.28856 1.19045 1.10866 0.965163 0.950403 0.741583 0.586404 0.930043 0.575488 0.543037 0.542968 0.434872 0.259909 0.246199 0.184961 0.14383 0.0361764
threshold=0.10684 0.0047850000000000011 0.12419000000000001 0.080320000000000016 0.11224000000000002 -0.042254999999999994 0.088035000000000016 0.085845000000000019 0.081975000000000006 0.089625000000000024 -0.47860499999999995 1.0000000180025095e-35 -0.111135 -0.020369999999999996 -0.0088849999999999988 0.024470000000000002 -1.0000000180025095e-35 0.019155000000000002 -1.0000000180025095e-35 0.40996000000000005 -0.0036449999999999994 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 7 13 9 -3 8 14 18 20 12 -12 -4 -2 16 -14 -17 -1 -15 -7 -21
right_child=2 6 4 -5 -6 10 -8 -9 -10 -11 11 -13 15 19 -16 17 -18 -19 -20 21 -22 -23
leaf_value=0.0016267001200627638 0.0015159684803731956 0.0013599301775341639 0.00019640370476030003 0.0016350176452927336 0.0010772594405899945 0.001995786737373554 0.00075792973243917405 0.00059378379471759324 0.00077791265600181219 0.00099232605485571348 0.0012153806617078119 0.0018550701768956369 0.0016465763679563057 0.00075122036872041816 0.0010910330202964634 0.0013636662787619306 0.0015170721720978747 0.0015932328639675995 0.0013403722992229323 0.00044544497147148575 0.0017479666680274076 0.00056680912016922129
leaf_weight=66 55 70 55 57 62 52 74 61 68 65 77 85 1086 52 84 161 394 85 70 53 59 65
leaf_count=66 55 70 55 57 62 52 74 61 68 65 77 85 1086 52 84 161 394 85 70 53 59 65
internal_value=0 0.00154286 0.000873797 0.00109994 0.000617588 0.00157505 0.00105081 0.000986006 0.00110142 0.00132219 0.00160045 0.00158492 0.00157216 0.000490767 0.00125943 0.00158806 0.00161212 0.00144313 0.00147958 0.000585795 0.00186438 0.000512597
internal_weight=0 2344 612 325 287 2200 144 268 207 201 1999 1888 1803 225 139 1726 1480 246 136 170 111 118
internal_count=2956 2344 612 325 287 2200 144 268 207 201 1999 1888 1803 225 139 1726 1480 246 136 170 111 118
is_linear=0
shrinkage=0.0032998


Tree=6368
num_leaves=12
num_cat=0
split_feature=9 34 44 40 3 49 51 16 131 16 2
split_gain=0.32736 0.360321 0.256289 0.231567 0.236209 0.156532 0.102557 0.102036 0.187545 0.174328 0.017714
threshold=0.093040000000000012 -0.081629999999999994 1.0000000180025095e-35 0.0045850000000000005 -0.23098999999999997 0.12001000000000002 -1.0000000180025095e-35 0.31625000000000009 0.090595000000000023 0.25032500000000008 0.10796500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 7 -7 9 -9 -6 -3
right_child=-2 2 -4 -5 5 6 -8 8 -10 -11 -12
leaf_value=0.015590944992523509 -0.0091113470414329496 0.0093974204764078941 0.015630470803715105 -0.0062216194361039258 0.0039104876789982255 -0.0075676801375821846 0.0016800061619836452 0.011472809560107549 -0.00031774604295801197 -0.0039820707105761473 0.013905794863361184
leaf_weight=77 53 53 52 65 2197 54 91 123 55 82 54
leaf_count=77 53 53 52 65 2197 54 91 123 55 82 54
internal_value=0 0.00422465 0.00391432 0.00369405 0.00393263 0.00361296 -0.00175157 0.00393028 0.00781957 0.00362572 0.0116895
internal_weight=0 2903 2826 2774 2709 2602 145 2457 178 2279 107
internal_count=2956 2903 2826 2774 2709 2602 145 2457 178 2279 107
is_linear=0
shrinkage=0.16829


Tree=6369
num_leaves=21
num_cat=0
split_feature=9 11 2 2 151 49 12 43 124 12 1204 130 16 43 12 43 43 47 39 12
split_gain=0.226528 0.318346 0.391455 0.223206 0.138005 0.412171 0.135076 0.211378 0.304413 0.146429 0.225235 0.188007 0.156007 0.129445 0.102042 0.174085 0.0936996 0.0805344 0.0755869 0.0562244
threshold=0.093040000000000012 0.079700000000000007 0.097005000000000022 0.11085000000000002 0.011180000000000001 -0.06017999999999999 -1.0000000180025095e-35 0.056805000000000008 -0.071379999999999985 0.090285000000000018 -0.065259999999999985 -0.077029999999999987 -0.50472499999999987 -0.12788999999999998 0.094115000000000018 -0.083284999999999984 -0.079109999999999986 0.10010000000000001 0.09086000000000001 -0.089399999999999993
decision_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 7 8 18 11 -11 -8 -13 -14 15 -12 -10 -16 19 -1
right_child=-2 2 3 -5 5 -7 9 -9 16 10 14 12 13 -15 17 -17 -18 -19 -20 -21
leaf_value=0.0038076682169427261 -0.0075780007002205435 0.020697875139140211 -0.0031625196657416306 0.011778446896729192 0.0060651063527138822 -0.012730004589216925 -0.0048958546261630778 0.010022356950060939 -0.0024985968101390644 -0.0085249511521430406 -0.0065400083466667178 -0.0011172527723057901 0.014029608446059237 0.005561943534382956 0.0048304230402696127 0.0027758169111179384 -0.011928228483725937 -0.00097388721097246681 0.0078372389835020557 -0.0033886898843744177
leaf_weight=68 53 66 56 57 75 59 52 54 53 52 78 95 54 1080 532 209 70 77 60 56
leaf_count=68 53 66 56 57 75 59 52 54 53 52 78 95 54 1080 532 209 70 77 60 56
internal_value=0 0.0035139 0.0103929 0.00435818 0.0030612 -0.00219695 0.00333394 0.000308582 -0.00139418 0.00382311 0.0022341 0.00499764 0.0054177 0.00596675 0.00286052 0.00023773 -0.00787966 0.00409359 0.00293146 0.000543211
internal_weight=0 2903 179 113 2724 134 2590 361 307 2229 948 1281 1229 1134 896 287 123 609 184 124
internal_count=2956 2903 179 113 2724 134 2590 361 307 2229 948 1281 1229 1134 896 287 123 609 184 124
is_linear=0
shrinkage=0.16829


Tree=6370
num_leaves=32
num_cat=0
split_feature=1 3 52 14 12 12 12 12 1 16 457 3 1 43 16 3 3 13 481 1 160 160 52 13 475 1209 475 52 43 12 3
split_gain=9.76225 2.85999 0.757345 0.590254 0.701631 0.396774 0.544998 0.382754 0.369435 0.389676 0.300782 0.495421 0.550458 0.312055 0.288842 0.413998 0.638466 0.293734 0.226379 0.193204 0.192733 0.178784 0.152952 0.242613 0.132724 0.117748 0.140509 0.133402 0.111111 0.109148 0.0886846
threshold=0.10075500000000003 -0.036264999999999992 -0.53896499999999992 0.073890000000000011 0.078120000000000009 0.085845000000000019 0.10713500000000002 0.091290000000000024 0.13472500000000001 -0.40430999999999989 0.084365000000000009 0.076825000000000018 0.11338500000000001 -0.083134999999999987 0.15273500000000004 0.088880000000000015 -0.020759999999999997 -0.0040999999999999986 -0.044094999999999988 0.11378500000000001 -0.42038999999999993 0.057440000000000012 0.008405000000000001 -0.085539999999999991 -0.017224999999999997 1.0000000180025095e-35 -1.0000000180025095e-35 0.090675000000000019 -0.083879999999999996 0.087765000000000024 -0.078994999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 19 18 10 -10 11 13 -13 -3 15 16 -1 -18 22 -7 -9 24 23 -6 28 26 -22 -28 -20 -23 -26
right_child=1 8 5 -5 7 6 -8 20 9 -11 -12 12 -14 -15 -16 -17 17 -19 21 -21 25 29 -24 -25 30 -27 27 -29 -30 -31 -32
leaf_value=0.00051666527122873785 0.0010941764370511536 0.00048891135890128323 0.00042456027736312394 0.001219704239808228 0.001193504535964742 0.0010183762181708541 0.00052704999684791446 0.00071111183250333141 9.7441221590252967e-06 0.00035367130609702404 0.00018858103729751894 0.00087387683518747039 0.00042266068813561896 0.00015798021719577192 0.00097858064350696597 0.00049321725019280387 0.00080142648365860161 0.0011382550485810024 0.00098176153112011538 0.00074950457172115296 0.0011069232499044089 0.0011747448882459752 0.0012289591877078969 0.00087777235236113579 0.00099785289264593268 0.000805025043692524 0.0008843516840847292 0.00099580155951673431 0.00078530760025154742 0.00097529807168761481 0.00085881653480022753
leaf_weight=53 61 61 52 88 53 62 74 52 60 90 52 52 69 64 71 58 63 53 57 58 52 82 76 56 579 85 349 188 78 52 59
leaf_count=53 61 61 52 88 53 62 74 52 60 90 52 52 69 64 71 58 63 53 57 58 52 82 76 56 579 85 349 188 78 52 59
internal_value=0 0.000518652 0.000764088 0.00095354 0.000942454 0.000682094 0.000750942 0.00096687 0.000350384 0.000216335 0.00041774 0.000466037 0.000616863 0.000319756 0.000793381 0.000735299 0.000818172 0.000955626 0.00100621 0.000888715 0.000907652 0.000984413 0.00111288 0.00103162 0.000964744 0.000922763 0.000939694 0.000923435 0.000868516 0.00109761 0.000985051
internal_weight=0 755 307 2204 2116 246 194 1818 448 150 298 246 121 125 298 227 169 116 1092 120 726 907 185 109 773 674 589 537 135 134 638
internal_count=2959 755 307 2204 2116 246 194 1818 448 150 298 246 121 125 298 227 169 116 1092 120 726 907 185 109 773 674 589 537 135 134 638
is_linear=0
shrinkage=0.0032998


Tree=6371
num_leaves=28
num_cat=0
split_feature=1 155 1 50 16 4 151 47 13 11 11 3 3 156 3 42 13 3 4 13 474 1212 42 13 156 475 1
split_gain=14.9262 3.57469 1.87191 1.13303 1.05177 1.01485 0.510075 0.576394 0.472468 0.463639 0.728682 0.654671 0.415572 0.444999 0.272138 0.267367 0.220053 0.223089 0.177752 0.165667 0.163151 0.143274 0.15672 0.138828 0.130297 0.10888 0.0230534
threshold=0.10075500000000003 0.098655000000000007 0.13276500000000002 0.067370000000000013 0.061775000000000004 0.08920500000000002 1.0000000180025095e-35 0.08801500000000001 -0.071564999999999976 1.0000000180025095e-35 0.08235000000000002 -0.12077499999999998 -0.078994999999999982 0.083490000000000023 0.040040000000000006 0.091465000000000005 -0.065539999999999987 -0.021559999999999996 -0.0040999999999999986 -0.086254999999999984 0.088305000000000008 0.032510000000000004 0.083925000000000013 -0.021089999999999994 0.08573500000000002 -0.026384999999999995 0.14065000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 9 7 14 26 11 -11 -1 19 16 -2 23 18 -18 -14 21 24 22 -13 -7 -21 -15 -4
right_child=1 -3 8 -5 -6 15 -8 -9 -10 10 -12 12 13 25 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00086519886658740206 0.00027014897910125651 0.0013156162708626476 0.00018099962533346659 0.0010010882662941953 0.00093052157598898005 0.0010984897739627539 0.00079007848182037791 0.00071300435919986142 0.00045038252995370552 0.0016704483157957307 0.0011298977150097787 0.0014944181359342952 0.0011970755796722765 0.0011970566609792487 0.00054760027813690129 0.00072537175238337407 0.00092701274924134015 0.001124951266664669 0.0010157861101498685 0.0012018497299336392 0.0013458337406161503 0.0011418075317114716 0.0012826879152876645 0.00087454222113573588 0.0010584894114317653 0.0014120840649079222 8.1412975084242122e-05
leaf_weight=73 138 74 53 89 78 78 55 63 99 54 56 55 208 52 54 52 152 110 87 750 82 53 149 53 81 59 52
leaf_count=73 138 74 53 89 78 78 55 63 99 54 56 55 208 52 54 52 152 110 87 750 82 53 149 53 81 59 52
internal_value=0 0.000626476 0.000551539 0.000664734 0.00058749 0.00116419 0.000501065 0.000438591 0.00028669 0.00118556 0.00139558 0.00117345 0.00118568 0.00111939 0.000348366 0.000927993 0.00108101 0.00101025 0.00114373 0.00122349 0.00120214 0.00129922 0.00133994 0.00100815 0.00118792 0.00131167 0.000132016
internal_weight=0 755 681 477 388 2204 310 255 204 2021 110 1911 1838 668 192 183 557 262 295 1170 913 257 204 131 831 111 105
internal_count=2959 755 681 477 388 2204 310 255 204 2021 110 1911 1838 668 192 183 557 262 295 1170 913 257 204 131 831 111 105
is_linear=0
shrinkage=0.0032998


Tree=6372
num_leaves=28
num_cat=0
split_feature=1 3 2 39 2 2 2 1 2 3 4 12 4 15 42 4 15 42 16 2 15 402 51 4 402 15 43
split_gain=18.2866 3.96213 1.90141 1.78279 1.52078 1.18671 1.05964 0.932376 0.723779 0.511538 0.810935 0.486265 0.418181 0.411569 0.40509 0.391056 0.294835 0.276059 0.283385 0.295693 0.279786 0.239751 0.184295 0.176846 0.16085 0.13363 0.0328717
threshold=0.10509 -0.069049999999999986 0.14132000000000003 0.0039300000000000003 0.11504500000000002 -1.0000000180025095e-35 0.11183000000000003 0.088035000000000016 0.10043500000000001 0.088880000000000015 -0.029404999999999997 0.091290000000000024 -0.0086549999999999978 -0.065984999999999988 0.079890000000000017 0.032770000000000001 -0.24511999999999998 -0.088814999999999991 -0.0021749999999999994 0.087815000000000018 -1.0000000180025095e-35 -0.044164999999999989 -1.0000000180025095e-35 -0.014854999999999998 -0.22646999999999998 -0.16749999999999998 -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 2 2 2
left_child=3 4 5 6 23 -3 9 -5 -7 11 -11 17 -10 -8 -15 21 -4 26 19 -19 -20 24 -23 -2 -13 -14 -1
right_child=1 2 16 7 -6 8 13 -9 12 10 -12 15 25 14 -16 -17 -18 18 20 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=0.0011192116867953501 0.0011702378620254987 0.00010278282960962814 9.3939368790096927e-05 0.00099535692873265608 0.0003870822753622699 0.00086255439128077446 0.0010715253988737013 0.00045346946119991069 0.00068835058126930266 0.0012072620624863039 0.00064826330373531375 0.0010739035599634725 0.00045320143804677537 0.00053112676532117919 0.0009377592296721393 0.00085160672281948512 -0.00024622407588582472 0.001217093749614939 0.0012099542261921547 0.0010829691634803938 0.0014490563104795507 0.0013037372781251582 0.0011121362966431631 0.00093070977764874428 0.00083909236971227766 0.00024224355027809252 0.0010100341135695612
leaf_weight=59 59 96 53 70 56 57 66 69 52 55 59 85 61 53 55 78 58 608 132 263 94 68 347 85 54 73 94
leaf_count=59 59 96 53 70 56 57 66 69 52 55 59 85 61 53 55 78 58 608 132 263 94 68 347 85 54 73 94
internal_value=0 0.000462971 0.000291099 0.00108963 0.000849507 0.000413855 0.00111287 0.000726616 0.000536603 0.00113445 0.000918265 0.00114753 0.000436526 0.000865044 0.000738534 0.00107235 -8.34863e-05 0.00118551 0.00120405 0.00117664 0.00130956 0.00110336 0.00114362 0.00102909 0.000982935 0.00033854 0.00105237
internal_weight=0 650 450 2309 200 339 2170 139 243 1996 114 1882 186 174 108 632 111 1250 1097 871 226 554 415 144 139 134 153
internal_count=2959 650 450 2309 200 339 2170 139 243 1996 114 1882 186 174 108 632 111 1250 1097 871 226 554 415 144 139 134 153
is_linear=0
shrinkage=0.0032998


Tree=6373
num_leaves=18
num_cat=0
split_feature=2 30 149 484 484 1374 157 12 52 132 2 2 2 13 52 12 2
split_gain=0.316275 0.251026 0.247185 0.211116 0.245771 0.219918 0.131344 0.143473 0.12181 0.105479 0.18973 0.159126 0.100647 0.0981146 0.0749541 0.0660232 0.0274709
threshold=0.11621000000000002 0.083930000000000018 1.0000000180025095e-35 0.089025000000000007 0.085405000000000023 1.0000000180025095e-35 -0.049344999999999993 0.084565000000000015 0.11916 0.087675000000000017 0.14132000000000003 0.12623500000000001 0.088820000000000024 -0.053249999999999999 -0.53082999999999991 0.093910000000000007 0.16730000000000003
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 14 -8 12 10 11 15 -5 -13 -1 -2 -12
right_child=9 -3 -4 8 -6 -7 7 -9 -10 -11 16 13 -14 -15 -16 -17 -18
leaf_value=0.013536084213624296 -0.0054772229790198048 -0.0033975973104157838 0.016915119198453153 0.019784675000160699 -0.003724142578836805 0.016116306493013346 0.0020107728297892318 0.005415506568005244 0.0054051887440776797 0.0072939189427354469 -0.0037463512581120228 0.0019084443603859253 0.0096172574051683092 0.012149873143430129 0.0068291543915675896 0.0024307939656965805 -0.0087647937002466817
leaf_weight=68 68 90 54 52 89 52 473 1375 72 53 75 55 61 52 162 53 55
leaf_count=68 68 90 54 52 89 52 473 1375 72 53 75 55 61 52 162 53 55
internal_value=0 0.0053194 0.00563931 0.00538528 0.00492843 0.00529081 0.00501905 0.00454503 0.0108553 0.000283884 -0.000748896 0.00217077 0.014312 0.00690238 0.00881988 -0.00199853 -0.00588336
internal_weight=0 2548 2458 2404 2219 2130 2078 1848 185 411 358 228 113 107 230 121 130
internal_count=2959 2548 2458 2404 2219 2130 2078 1848 185 411 358 228 113 107 230 121 130
is_linear=0
shrinkage=0.16829


Tree=6374
num_leaves=28
num_cat=0
split_feature=4 12 13 12 133 4 49 48 0 4 43 4 11 4 49 13 51 0 4 129 124 158 43 1213 4 49 4
split_gain=15.4425 6.59977 1.80119 1.58782 1.49939 1.12759 1.12031 0.902027 0.777965 0.776574 0.572937 0.560156 0.556193 0.577814 0.460218 0.451019 0.407952 0.291481 0.197608 0.217073 0.18625 0.180396 0.145708 0.139807 0.0791798 0.0652433 0.033234
threshold=0.27998000000000006 0.056995000000000011 -0.00027999999999999998 0.09253500000000002 -1.0000000180025095e-35 -0.15615999999999999 -0.022974999999999999 0.086410000000000015 -0.00077999999999999999 -0.011369999999999998 -0.025079999999999995 0.032770000000000001 1.0000000180025095e-35 -0.088484999999999994 -0.0087399999999999995 -0.18997999999999995 0.11178000000000002 -0.08176499999999999 0.054720000000000012 0.086145000000000013 -0.081864999999999979 0.077000000000000013 -0.12118 0.087020000000000014 0.42642000000000008 0.087485000000000021 0.080255000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 -1 -4 -5 -6 10 -7 -2 16 13 -3 -11 -12 17 -8 19 23 -9 26 -19 -15 -17 -20 -13
right_child=8 3 5 6 7 9 11 20 -10 14 15 21 -14 18 -16 24 -18 22 25 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0014427082886652276 0.00047000957540952587 0.0013744879199328011 0.0017051890352082666 0.0010492221313258617 0.0011303113536580919 0.000950169577746442 0.0017930738524008511 0.00081624504947775409 0.0011086948597788791 0.0011446518850033553 0.00055585052364450155 0.0012150856022162169 0.0019620081986701722 0.0017066609990434138 0.001535223017962731 0.00083324460240198248 0.0013497978132179158 0.0014330105802890234 0.0014723803565518461 0.0015212030993933094 0.00054223154540788509 0.0015205949770928386 0.0016081572728731328 0.0018459050429150221 0.0010186819519586404 0.0016460340968526273 0.0013463378093318088
leaf_weight=66 91 67 88 55 81 63 89 52 57 53 56 52 80 863 91 56 72 65 57 67 59 55 373 94 52 52 53
leaf_count=66 91 67 88 55 81 63 89 52 57 53 56 52 80 863 91 56 72 65 57 67 59 55 373 94 52 52 53
internal_value=0 0.00153561 0.00121473 0.00162034 0.00101285 0.00139117 0.001506 0.000864907 0.000759193 0.0012575 0.000680931 0.00153905 0.00169302 0.00167506 0.00139172 0.000797752 0.00158575 0.00161792 0.0016928 0.00170738 0.000670916 0.00136402 0.00158225 0.00172037 0.000922855 0.00155555 0.00128167
internal_weight=0 2647 553 2094 258 295 814 192 312 207 255 759 1280 1200 144 164 599 527 1133 1024 111 160 438 957 108 109 105
internal_count=2959 2647 553 2094 258 295 814 192 312 207 255 759 1280 1200 144 164 599 527 1133 1024 111 160 438 957 108 109 105
is_linear=0
shrinkage=0.0032998


Tree=6375
num_leaves=19
num_cat=0
split_feature=4 39 11 14 150 124 12 4 12 4 12 12 39 4 4 4 12 150
split_gain=10.2238 2.21657 1.52663 1.17285 0.931785 0.52871 0.509656 0.434862 0.361621 0.354851 0.349899 0.324224 0.26576 0.233771 0.217859 0.19495 0.194295 0.157098
threshold=0.31392000000000003 0.092205000000000023 1.0000000180025095e-35 -0.44847999999999993 0.081245000000000026 -0.048219999999999992 0.083725000000000008 -0.47860499999999995 0.093065000000000009 -0.0040999999999999986 0.093910000000000007 -0.091174999999999992 0.11290000000000001 -0.0062699999999999987 0.50996500000000011 0.020110000000000006 0.083865000000000009 0.085595000000000018
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 -1 9 -7 -4 -6 16 -5 -3 -8 17 -12 -9 -13
right_child=3 12 8 11 6 7 13 10 -10 -11 15 14 -14 -15 -16 -17 -18 -19
leaf_value=0.00064573101053657397 0.00070959858552240994 0.00062349808131029574 0.0013831395172229633 -2.9209403379453156e-05 0.00075313212166560044 0.001208675481403416 0.00077908350929362742 0.00090186774675466124 0.0010809567912240766 0.0004225696807064571 0.00091628626657867069 6.24719058827094e-05 0.00029274265784644471 0.0010630448529477326 0.0003958234465091426 0.00077770605621948488 0.00099815867871726866 0.00029870466268011353
leaf_weight=62 61 54 94 53 81 73 83 304 83 64 413 66 53 53 79 157 1047 58
leaf_count=62 61 54 94 53 81 73 83 304 83 64 413 66 53 53 79 157 1047 58
internal_value=0 0.000925778 0.000945589 0.000298189 0.000923152 0.000947573 0.000744339 0.000956941 0.00124164 0.000607472 0.000947356 0.00020002 0.000459995 0.000890004 0.000260042 0.000878178 0.000976518 0.000173252
internal_weight=0 2621 2514 317 2337 2056 281 1994 177 145 1921 256 107 136 203 570 1351 124
internal_count=2938 2621 2514 317 2337 2056 281 1994 177 145 1921 256 107 136 203 570 1351 124
is_linear=0
shrinkage=0.0032998


Tree=6376
num_leaves=26
num_cat=0
split_feature=4 2 12 12 2 4 52 52 1375 13 13 12 52 159 4 52 2 13 51 40 13 1213 2 12 52
split_gain=14.8858 5.47857 1.41166 1.33096 0.839212 0.832253 0.669294 0.593217 0.435028 0.426136 0.310078 0.267155 0.395035 0.317296 0.253117 0.225301 0.320697 0.643504 0.233153 0.173087 0.172315 0.141315 0.124481 0.104748 0.0415432
threshold=0.31392000000000003 0.12414000000000001 -1.0000000180025095e-35 -0.083219999999999988 0.15305000000000002 -0.076164999999999997 -0.011964999999999998 -0.08799499999999999 -0.10702499999999998 -0.071564999999999976 -0.049464999999999988 0.093740000000000004 0.26430000000000003 -1.0000000180025095e-35 0.50996500000000011 -0.54752499999999993 0.090485000000000024 -0.046389999999999994 0.078960000000000016 -0.0079899999999999988 0.019675000000000002 0.11864000000000001 0.085325000000000012 0.10641500000000001 0.086435000000000026
decision_type=2 2 2 2 2 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 10 15 7 -1 -7 -5 -3 12 13 -10 -11 -4 18 -18 21 -2 23 -17 -14 -13 -22
right_child=3 4 5 9 -6 8 -8 -9 11 14 -12 20 22 -15 -16 16 17 -19 -20 -21 24 -23 -24 -25 -26
leaf_value=0.0011133004106362776 0.00033453172222086487 0.00066552079407886349 0.0015708101239922524 0.00042873318655889175 0.00032312832313454847 0.00097700991342829745 0.0012635582137667668 0.00066184791256003667 0.001519472170845458 0.00064656134001831985 0.0010194741231395921 0.0012128501689989205 0.0010300679911642143 0.0013172551551031749 0.00093501568006843926 0.0014183691613083665 0.0010176322418768583 0.0014287573615235801 0.0012395521772011267 6.6813178828571714e-05 0.0010246700321592107 0.0015978725243920439 0.0012402442822710298 0.001350814657873516 0.0011653649996382009
leaf_weight=64 52 58 77 65 52 55 88 64 102 93 52 235 58 583 53 558 74 97 78 54 54 56 74 89 53
leaf_count=64 52 58 77 65 52 55 88 64 102 93 52 235 58 583 53 558 74 97 78 54 54 56 74 89 53
internal_value=0 0.00125789 0.00129663 0.000500625 0.000669667 0.00132122 0.00104108 0.000887849 0.00126694 0.000652247 0.000833164 0.00127969 0.00131527 0.00134742 0.000751516 0.00139642 0.00138082 0.00125105 0.00141284 0.000198479 0.00121217 0.0014348 0.00114816 0.00125086 0.00109469
internal_weight=0 2621 2459 317 162 2243 216 128 1303 211 110 1248 817 685 146 940 863 171 692 106 431 614 132 324 107
internal_count=2938 2621 2459 317 162 2243 216 128 1303 211 110 1248 817 685 146 940 863 171 692 106 431 614 132 324 107
is_linear=0
shrinkage=0.0032998


Tree=6377
num_leaves=25
num_cat=0
split_feature=1 1 3 47 4 158 10 39 4 11 15 3 15 43 43 42 42 15 52 42 15 15 47 43
split_gain=19.03 3.37956 1.86479 1.40293 1.18151 0.88651 0.831197 0.78275 0.658806 0.473844 0.472158 0.489838 0.431439 0.355301 0.283836 0.237329 0.226505 0.207883 0.190029 0.348049 0.183467 0.157324 0.0816118 0.0747588
threshold=0.10331000000000003 0.12622500000000003 -0.055389999999999988 0.11224000000000002 0.053330000000000009 0.078875000000000015 -0.063134999999999983 0.08456000000000001 0.40318000000000004 1.0000000180025095e-35 0.10028500000000001 0.093925000000000022 0.039965000000000007 0.061900000000000004 -0.062434999999999997 0.089975000000000013 0.088125000000000023 0.083340000000000011 0.0035300000000000006 0.0069650000000000016 -0.067614999999999995 -0.41725999999999991 0.086785000000000015 -0.069134999999999988
decision_type=2 2 2 2 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 6 7 18 -3 9 22 10 11 13 -11 16 -4 -12 -1 -15 19 -6 -16 -8 -2 -17
right_child=1 3 14 -5 5 -7 21 -9 -10 12 15 -13 -14 17 20 23 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0014373035579505226 0.0011551680522638118 -7.2626248652361822e-05 0.00054141983158477165 0.00083953534008057425 0.0010813375590052222 0.0014218956502318214 0.00050673947424695592 0.0010060089089783785 0.00079229772042490427 0.0013927243185232606 0.0013384505578707161 0.0011244631631784192 0.0017985731601086108 0.0011292062499998481 0.00089394787205655671 0.0011924045947636921 0.0013368513356886668 0.0013526273079639266 0.0011591324527332135 0.00074006465652592804 0.00064036943249284276 0.00029218531359842542 0.0013162588854225439 0.0010147294844790979
leaf_weight=944 93 53 96 65 81 82 81 67 53 65 84 81 53 83 71 56 348 109 68 56 58 71 63 57
leaf_count=944 93 53 96 65 81 82 81 67 53 65 84 81 53 83 71 56 348 109 68 56 58 71 63 57
internal_value=0 0.00070695 0.000887352 0.00041684 0.00132924 0.00113085 0.000282643 0.00135846 0.00111204 0.00137101 0.00135731 0.00137663 0.00157531 0.00139037 0.000678482 0.00120363 0.00141027 0.00125623 0.00101426 0.000942096 0.000780209 0.000406752 0.00122045 0.00110309
internal_weight=0 704 434 270 2234 287 205 1947 209 1880 1762 1565 118 1484 225 197 1292 192 205 137 129 152 156 113
internal_count=2938 704 434 270 2234 287 205 1947 209 1880 1762 1565 118 1484 225 197 1292 192 205 137 129 152 156 113
is_linear=0
shrinkage=0.0032998


Tree=6378
num_leaves=20
num_cat=0
split_feature=1 10 4 150 10 4 16 15 42 4 16 1 1447 484 150 16 150 1 49
split_gain=0.614446 0.28965 0.202159 0.18243 0.234414 0.239567 0.219989 0.16943 0.159176 0.146528 0.234275 0.14185 0.107348 0.144147 0.10389 0.144972 0.145027 0.0552231 0.0478268
threshold=0.12646500000000002 -0.063134999999999983 -0.51843499999999987 0.08486500000000001 -0.0034499999999999995 0.31392000000000003 -0.071129999999999985 0.091955000000000023 0.081180000000000016 0.078235000000000013 -0.43708999999999992 0.091535000000000019 -0.086059999999999984 0.10785500000000002 0.12068000000000002 -0.095724999999999991 0.10373000000000002 0.13973000000000005 -0.081404999999999991
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 6 7 11 -9 -3 -11 -6 -8 -14 15 -5 18 -12 -17
right_child=1 9 3 14 5 -7 12 8 -10 10 17 -13 13 -15 -16 16 -18 -19 -20
leaf_value=0.017920253585689015 -0.010859305910171107 -0.0047915267140966741 0.019396269867794285 -0.0047989166868126626 0.010606048306639687 0.00017993763694635107 0.013783800485297298 0.01156577377953147 0.00066198987807516117 -0.0038992399117939404 0.005976320445229698 0.017769219676143411 0.007163876326369981 -0.00019811065973660531 0.0096682210067809259 -0.0021239086743847406 0.011905386573973166 0.01381997453424562 0.0049518648276660046
leaf_weight=60 57 55 55 60 781 100 63 66 90 52 52 88 992 81 71 56 55 52 52
leaf_count=60 57 55 55 60 781 100 63 66 90 52 52 88 992 81 71 56 55 52 52
internal_value=0 -0.000208461 0.00823786 0.00801458 0.00851658 0.00825113 0.00862379 0.010415 0.00528665 0.00266027 0.00529902 0.0113335 0.00700607 0.00660645 0.00405396 0.0022584 0.0048672 0.00991542 0.00126631
internal_weight=0 268 2670 2610 2316 2261 2161 1025 156 211 156 869 1136 1073 294 223 163 104 108
internal_count=2938 268 2670 2610 2316 2261 2161 1025 156 211 156 869 1136 1073 294 223 163 104 108
is_linear=0
shrinkage=0.16829


Tree=6379
num_leaves=21
num_cat=0
split_feature=3 1210 47 41 3 1 1 50 16 151 3 15 12 43 3 403 12 2 156 16
split_gain=0.579732 0.20848 0.161292 0.335824 0.354694 0.284442 0.267828 0.223782 0.20213 0.169802 0.233919 0.16155 0.151183 0.170431 0.14917 0.134763 0.130138 0.117552 0.108009 0.066008
threshold=0.3148450000000001 -0.0074649999999999985 0.07906500000000001 0.078535000000000008 -0.115685 0.10075500000000003 0.08413000000000001 0.10861000000000003 0.25032500000000008 -0.013009999999999999 -0.084014999999999992 -0.011959999999999998 0.087665000000000007 -0.029255 -0.059315 0.088465000000000002 0.087545000000000026 0.11934000000000002 0.087400000000000019 -0.076589999999999978
decision_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 6 7 -3 15 9 -4 -11 -9 -1 -14 -7 -6 -12 -16 -8 -5
right_child=-2 2 8 19 5 14 18 11 -10 10 16 -13 13 -15 17 -17 -18 -19 -20 -21
leaf_value=0.016778181444974023 -0.006854679495909676 0.021520723333649138 0.0038885970971691336 -0.0079056740501892951 0.0065061050860127723 -0.0071426334345411711 0.012330485320006612 0.0058508559589946774 0.0028099943262865626 0.023383770741013204 0.014908246992573031 -0.0045848190366168957 0.012988635507660476 0.00068705451581392899 0.0049617025260282185 0.011925712825428127 0.0054943799135227086 -0.0020506769734354702 0.0026891721808422284 0.00054383258106905556
leaf_weight=93 93 67 63 52 1257 53 84 83 99 55 94 85 77 55 196 146 76 103 55 52
leaf_count=93 93 67 63 52 1257 53 84 83 99 55 94 85 77 55 196 146 76 103 55 52
internal_value=0 0.00663865 0.006215 0.00566327 0.00611973 0.00540715 0.0127628 0.00637622 0.00939383 0.0116508 0.0138162 0.000560207 0.0115639 0.00787659 0.00107705 0.00707136 0.0107103 0.00254006 0.0085285 -0.00366365
internal_weight=0 2845 2620 2233 2129 1923 206 1571 387 288 225 168 225 132 352 1403 170 299 139 104
internal_count=2938 2845 2620 2233 2129 1923 206 1571 387 288 225 168 225 132 352 1403 170 299 139 104
is_linear=0
shrinkage=0.16829


Tree=6380
num_leaves=30
num_cat=0
split_feature=1 12 1 151 14 2 12 1 16 16 1453 2 12 16 49 160 13 133 13 12 13 16 1 160 403 13 2 1 16
split_gain=10.7104 2.88097 2.05402 1.08231 0.977659 0.83444 0.415762 0.459592 0.437328 0.322912 0.311908 0.321493 0.371599 0.238034 0.383505 0.235701 0.356651 0.233535 0.207465 0.254739 0.203092 0.192131 0.179242 0.12789 0.115598 0.113446 0.0837507 0.0619914 0.0380448
threshold=0.10075500000000003 0.085845000000000019 0.13074500000000003 0.053170000000000002 -1.0000000180025095e-35 0.10796500000000002 0.088295000000000012 0.086965000000000001 -0.072904999999999984 0.20277000000000003 -0.077314999999999981 0.084095000000000017 0.083815000000000014 -0.50875499999999996 -0.082254999999999981 -1.0000000180025095e-35 -0.069029999999999994 0.091315000000000021 -0.039559999999999991 0.089085000000000011 -0.052719999999999996 -0.073554999999999995 0.13205500000000003 -0.037434999999999989 0.058485000000000009 -0.011694999999999999 0.11454500000000002 0.091055000000000011 0.14976500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 15 5 -2 6 7 10 -9 18 -1 12 -12 -6 -15 -3 -17 -13 19 -8 -21 22 -16 -7 25 -20 -25 -10 -28
right_child=1 2 -4 -5 13 23 9 8 27 -11 11 17 -14 14 21 16 -18 -19 24 20 -22 -23 -24 26 -26 -27 28 -29 -30
leaf_value=0.00099551736579037652 0.00079666356003381476 0.00091247651336403982 0.00036263293436247953 0.00075234098538183418 0.00057043326163485134 0.00080725019886042164 0.00087785418475082257 0.00085306607927441709 0.0011056397988168064 0.00090243074591418509 0.0016110523990915326 0.0012491594264797316 0.0012712846690706948 0.00063415206055128851 7.9740022105677795e-05 0.0013910842547109523 0.0010469085894848947 0.0010396612046625015 0.0013548018800751832 0.0011474119799450284 0.0009330109957990352 0.00042156234513535037 0.00034448007890934524 0.00089383862108651435 0.0010863443670204478 0.0011881713096350219 0.0009764470054403105 0.0012680831533308345 0.0011051643917639917
leaf_weight=53 102 55 52 81 98 52 59 70 58 75 57 566 97 52 52 52 94 67 62 320 59 102 61 61 91 205 52 57 68
leaf_count=53 102 55 52 81 98 52 59 70 58 75 57 566 97 52 52 52 94 67 62 320 59 102 61 61 91 205 52 57 68
internal_value=0 0.000664449 0.0009482 0.001128 0.00051065 0.00114227 0.00116526 0.00121069 0.0010605 0.00111175 0.00124373 0.0012604 0.00139727 0.000430626 0.000379179 0.00109951 0.00116973 0.00122704 0.00113143 0.00108238 0.00111413 0.000317347 0.000222965 0.000955078 0.00119134 0.001227 0.000997354 0.00118646 0.00104968
internal_weight=0 720 253 2210 467 2129 1896 1025 185 871 840 787 154 365 267 201 146 633 796 438 379 215 113 233 358 267 181 115 120
internal_count=2930 720 253 2210 467 2129 1896 1025 185 871 840 787 154 365 267 201 146 633 796 438 379 215 113 233 358 267 181 115 120
is_linear=0
shrinkage=0.0032998


Tree=6381
num_leaves=22
num_cat=0
split_feature=8 151 4 0 12 39 15 133 12 15 457 150 4 12 52 400 12 52 151 4 15
split_gain=0.245808 0.282032 0.268887 0.339611 0.327979 0.428359 0.256556 0.156649 0.277239 0.310527 0.178344 0.164842 0.164438 0.154095 0.189955 0.0945676 0.0994207 0.0855821 0.0756464 0.0654978 0.103428
threshold=0.084325000000000011 0.08357500000000001 -0.37626499999999991 -0.063819999999999988 0.092165000000000011 0.0095750000000000019 -0.026469999999999997 -0.0081099999999999974 0.083725000000000008 -0.089604999999999976 0.041025000000000006 1.0000000180025095e-35 -0.019465 0.091680000000000011 -0.11043499999999999 -0.083119999999999986 0.09358000000000001 0.008405000000000001 -0.080329999999999985 0.0019650000000000002 -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
left_child=1 2 13 7 5 -5 -3 8 9 -4 11 12 -9 14 -1 -10 -17 -6 -13 20 -12
right_child=-2 6 3 4 17 -7 -8 10 15 -11 19 18 -14 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=0.0090544353001086719 -0.0067744220846198992 0.0040227885932093517 0.0066430330393858223 -0.015029583569007998 0.0077355388759648919 0.0026519702072588087 -0.011830725151504049 0.0024147301258375851 0.011952099982569384 0.024593748492683781 0.0020057695994952713 -0.0071441497043661971 0.0062292128783182233 0.0045772833236097567 0.022548733358204939 0.0038810886908989205 0.00952073472723192 0.00014688088176562851 0.0019134627732136482 0.013526607553505344 0.012014236024201366
leaf_weight=70 53 62 57 76 103 79 54 631 68 53 60 52 654 64 52 374 117 72 52 69 58
leaf_count=70 53 62 57 76 103 79 54 631 68 53 60 52 654 64 52 374 117 72 52 69 58
internal_value=0 0.0047779 0.00511969 0.00467215 -0.000363688 -0.0060061 -0.00334181 0.00541318 0.00757474 0.0153083 0.00449448 0.00383542 0.00435751 0.0113058 0.0148208 0.00604971 0.00522861 0.00462361 -0.00259807 0.00938022 0.00694041
internal_weight=0 2877 2761 2575 330 155 116 2245 669 110 1576 1389 1285 186 122 559 491 175 104 187 118
internal_count=2930 2877 2761 2575 330 155 116 2245 669 110 1576 1389 1285 186 122 559 491 175 104 187 118
is_linear=0
shrinkage=0.16829


Tree=6382
num_leaves=17
num_cat=0
split_feature=49 42 3 15 2 11 1 52 43 1446 3 49 133 13 3 1
split_gain=0.228863 0.199983 0.311299 0.188578 0.182088 0.157596 0.146413 0.206463 0.143162 0.106492 0.241932 0.132539 0.166559 0.155619 0.321589 0.16327
threshold=-0.014774999999999998 0.08826500000000001 -0.08100499999999998 -0.094489999999999977 0.11218000000000002 0.08765000000000002 0.10500500000000001 -0.081429999999999989 0.41548500000000005 0.086450000000000013 -0.082274999999999987 0.11530000000000001 0.085650000000000018 -0.42246499999999992 0.11269500000000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 6 8 7 -5 9 11 -11 13 -13 -2 15 -15
right_child=5 2 -4 4 -6 -7 -8 -9 -10 10 -12 12 -14 14 -16 -17
leaf_value=-0.0061174297634293707 0.014200044118535343 -0.015320240178617823 0.0017990950115854575 0.011098951188973969 -0.0032979019772194735 0.011223314323824072 0.014039496144227216 -0.0009286695617897391 -0.0039854969373542609 -0.0083559676860544742 0.0052069957466995024 0.0052832340726888354 -0.0051961320635823677 0.0065150209463025162 -0.0071605485015670449 0.0032775471176244107
leaf_weight=60 52 52 71 69 69 94 56 97 59 59 101 89 83 1129 61 729
leaf_count=60 52 52 71 69 69 94 56 97 59 59 101 89 83 1129 61 729
internal_value=0 0.000411071 -0.00542374 0.00246087 0.00423576 0.00445435 0.0065854 0.00405994 0.0041842 0.00439428 0.000194424 0.00470701 0.000215885 0.00509802 0.00485044 0.00524574
internal_weight=0 474 123 351 291 2456 222 166 2362 2303 160 2143 172 1971 1919 1858
internal_count=2930 474 123 351 291 2456 222 166 2362 2303 160 2143 172 1971 1919 1858
is_linear=0
shrinkage=0.16829


Tree=6383
num_leaves=12
num_cat=0
split_feature=44 49 49 2 14 41 1446 3 1 3 3
split_gain=0.182707 0.223146 0.209033 0.200694 0.270045 0.209263 0.139685 0.191466 0.125951 0.0964522 0.100254
threshold=1.0000000180025095e-35 -0.15532499999999996 0.11580500000000001 -0.10238999999999998 0.078275000000000025 0.078150000000000011 0.086450000000000013 -0.082394999999999982 0.080320000000000016 -0.077344999999999983 -0.010059999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 -8 -5 -4 -11
right_child=-2 2 9 4 -6 -7 7 -9 -10 10 -12
leaf_value=-0.0056095190340902691 0.013058005407319476 -0.0053285568904929779 0.0024857989666360399 0.0052743967263529602 -0.0062190756482756607 0.01252630449937925 -0.0093913785999065885 0.0035672685654694661 0.0027278992278486386 -0.01054578195474423 -0.00020313463219963116
leaf_weight=83 52 69 70 1292 73 82 52 85 965 55 52
leaf_count=83 52 69 70 1292 73 82 52 85 965 55 52
internal_value=0 0.00298177 0.00323754 0.00361624 0.00385907 0.00415693 0.00386951 -0.00133823 0.00418642 -0.00235353 -0.00553624
internal_weight=0 2878 2795 2618 2549 2476 2394 137 2257 177 107
internal_count=2930 2878 2795 2618 2549 2476 2394 137 2257 177 107
is_linear=0
shrinkage=0.16829


Tree=6384
num_leaves=20
num_cat=0
split_feature=9 43 4 4 0 43 0 43 9 132 43 42 0 4 42 52 403 42 43
split_gain=0.171098 0.176599 0.218351 0.329019 0.433931 0.215413 0.292582 0.198076 0.188772 0.185903 0.235368 0.179392 0.147782 0.134991 0.159466 0.219804 0.208193 0.121499 0.101565
threshold=0.083710000000000021 -0.50775499999999985 -0.057674999999999997 -0.018964999999999999 -0.079964999999999994 0.057215000000000009 -0.091399999999999995 0.090280000000000013 -0.077359999999999984 -0.013334999999999998 0.054875000000000007 0.090435000000000015 -0.037444999999999992 -0.069819999999999979 0.087065000000000017 0.092910000000000006 -0.085354999999999973 0.08955500000000001 -0.081314999999999985
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 18 6 -3 -7 -5 -10 12 -12 -11 14 15 -8 -16 -6 -4
right_child=-2 2 3 8 17 7 13 -9 9 10 11 -13 -14 -15 16 -17 -18 -19 -20
leaf_value=-0.0067411707417579089 -0.0042049104957035208 0.016510273098970719 -0.014996106806602199 -0.0068631594425175501 -0.0027978498679770659 -0.0068126990524156588 0.0048178222892371865 0.0045233728642853918 -0.0040782995549119112 0.002642054836677404 0.018493364476644507 0.0045243506856002622 0.011532300825833198 0.012393732265526468 -0.0051308327267133797 0.015266198752559664 0.0046506486383012056 0.0072760935403346312 -0.0057045790732197744
leaf_weight=53 100 67 67 54 58 80 540 96 90 1024 52 53 56 65 99 64 163 81 68
leaf_count=53 100 67 67 54 58 80 540 96 90 1024 52 53 56 65 99 64 163 81 68
internal_value=0 0.00287123 0.00305533 0.00177648 -0.00353051 0.00479997 0.00575745 -0.000619179 0.00287198 0.0032857 0.00384651 0.0114594 0.00310469 0.00498169 0.00442328 0.00592791 0.000947735 0.00305965 -0.0103292
internal_weight=0 2830 2777 1603 274 1174 998 176 1329 1275 1185 105 1080 931 866 604 262 139 135
internal_count=2930 2830 2777 1603 274 1174 998 176 1329 1275 1185 105 1080 931 866 604 262 139 135
is_linear=0
shrinkage=0.16829


Tree=6385
num_leaves=24
num_cat=0
split_feature=2 2 14 52 2 12 16 13 2 13 52 12 12 3 52 1429 40 13 52 48 16 2 2
split_gain=8.19168 4.41881 1.50681 1.35681 1.35567 0.876832 0.801917 0.696588 0.645432 0.580144 0.402251 0.349217 0.319217 0.287331 0.271902 0.501633 0.244977 0.192945 0.184478 0.147541 0.0961801 0.0580627 0.026818
threshold=0.11693000000000002 -1.0000000180025095e-35 0.064610000000000015 -0.24841999999999997 0.099845000000000003 0.087805000000000008 -0.059289999999999995 -0.017354999999999999 0.14744000000000002 -0.100615 0.5140450000000002 0.098355000000000012 0.093910000000000007 -0.073614999999999986 -0.092399999999999982 0.084710000000000021 -0.037459999999999993 0.076825000000000018 -0.14198999999999998 0.085040000000000018 0.3935300000000001 0.087865000000000013 0.13084500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -2 10 7 -1 -6 9 -5 11 14 22 20 18 -16 -10 21 -3 -9 -7 -13 -11
right_child=3 2 -4 8 5 13 -8 19 16 12 -12 17 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00028210442508785872 0.00095595748015711839 0.0011139389787913475 0.001443196941801609 0.0001990081672155133 0.00036717585286472602 0.00098219976253227106 0.00070841697894432471 0.00088333650963316561 3.5393656091738045e-05 0.00043661917045726263 0.00080451304883614669 0.00077034834111268543 0.00079814959205425182 0.00081387169815058105 0.0010633690573961607 0.00077026150375193031 0.0003301414627263286 0.001076739431584582 0.0013201292454770597 0.00065730513449419059 0.0011578503398109437 0.00092112674825520604 0.00054453219958788628
leaf_weight=95 55 193 88 52 58 81 98 87 52 52 76 68 58 81 1230 68 76 55 66 52 66 55 61
leaf_count=95 55 193 88 52 58 81 98 87 52 52 76 68 58 81 1230 68 76 55 66 52 66 55 61
internal_value=0 0.00097889 0.00101875 0.000473601 0.00100203 0.000833888 0.000498757 0.000672065 0.000397918 0.000505235 0.00104147 0.00105183 0.000598151 0.000973554 0.00106779 0.00104804 0.000210675 0.000912004 0.00116662 0.000799031 0.0010613 0.000838056 0.000495185
internal_weight=0 2517 2324 406 2236 425 193 197 351 223 1811 1735 171 228 1557 1298 128 178 259 139 147 123 113
internal_count=2923 2517 2324 406 2236 425 193 197 351 223 1811 1735 171 228 1557 1298 128 178 259 139 147 123 113
is_linear=0
shrinkage=0.0032998


Tree=6386
num_leaves=20
num_cat=0
split_feature=52 52 11 3 12 16 43 9 12 12 40 16 1429 47 52 51 12 12 12
split_gain=0.201339 0.310342 0.287402 0.234041 0.189687 0.156445 0.270482 0.149098 0.241051 0.162457 0.411318 0.248609 0.102887 0.106732 0.094071 0.0929381 0.0828877 0.133227 0.0359043
threshold=-0.092084999999999986 -0.10848499999999998 0.088840000000000016 -0.17010999999999998 -0.073629999999999987 0.044620000000000007 -1.0000000180025095e-35 0.082325000000000023 -0.14392999999999997 -1.0000000180025095e-35 -0.081369999999999984 -0.0037499999999999994 1.0000000180025095e-35 0.077065000000000008 -0.016329999999999997 0.07412500000000001 0.097240000000000007 0.090745000000000006 0.095230000000000023
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 -1 7 14 8 -5 10 -10 -11 13 15 -7 16 17 -6 -16
right_child=2 -3 -4 5 12 6 -8 -9 9 11 -12 -13 -14 -15 18 -17 -18 -19 -20
leaf_value=-0.0047817123393038103 0.013066181311694198 0.018172543374238116 -0.009958392592313875 0.014472077327867899 0.00032687186772686883 -0.0039029521393201239 -0.011064339579836057 -0.0045775003803881177 0.0075496231883165881 0.0028578930170333862 -0.0082461373001574429 0.011478941766417589 0.010902610160989036 0.0092779472260055666 0.0016813868522933576 0.0090310809480477466 -0.0028677746551333603 0.010551457496537861 0.007988484015822377
leaf_weight=54 60 53 52 52 110 52 64 73 79 1571 114 101 89 102 52 58 81 54 52
leaf_count=54 60 53 52 52 110 52 64 73 79 1571 114 101 89 102 52 58 81 54 52
internal_value=0 0.00586398 0.00240464 0.00268863 0.00467028 0.00240608 -0.00184746 0.00287722 0.00316204 0.00284573 -0.00177121 0.00337974 0.00570713 0.00456097 0.00192231 0.00296714 0.00152426 0.00370446 0.00485221
internal_weight=0 601 2322 2270 548 2210 220 1990 1917 1865 193 1672 494 405 156 303 245 164 104
internal_count=2923 601 2322 2270 548 2210 220 1990 1917 1865 193 1672 494 405 156 303 245 164 104
is_linear=0
shrinkage=0.16829


Tree=6387
num_leaves=20
num_cat=0
split_feature=1 52 2 39 1 2 2 2 13 147 1 39 13 403 52 1 1 16 1
split_gain=23.0048 4.53072 2.74511 1.43661 1.21232 1.054 0.727352 2.32732 1.21538 0.525339 0.361161 0.338058 0.259141 0.30596 0.259515 0.274038 0.267244 0.249246 0.0714335
threshold=0.10442000000000001 -0.24841999999999997 0.14744000000000002 1.0000000180025095e-35 0.088035000000000016 0.11741500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0015099999999999998 0.088565000000000019 0.12700000000000003 0.0095750000000000019 -0.13871999999999998 -0.53317999999999988 0.11330000000000001 0.094775000000000012 0.083065000000000014 -0.23389999999999997 0.14787500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 5 -5 9 7 10 11 12 -3 -8 -1 -14 15 -15 -16 -10 -4
right_child=1 2 18 4 -6 -7 8 -9 17 -11 -12 -13 13 14 16 -17 -18 -19 -20
leaf_value=0.0017740594086336514 0.0015606916452023248 0.00088999746576606819 0.00017436259615969649 0.0015090823270617756 0.00087755566665382602 0.0012382077600476434 0.00037248817065533646 0.0014015756692356172 0.0011186570376581439 0.0012594512069850224 0.00051481195529921213 0.00069924751058775259 0.0013974543773671011 0.0016283012335521891 0.0014476671775341249 0.0014501100302864139 0.0016574510109171846 0.00080827515191162749 0.00034771886737969271
leaf_weight=88 84 52 54 72 62 100 75 88 65 53 62 65 91 1377 228 105 98 52 52
leaf_count=88 84 52 54 72 62 100 75 88 65 53 62 65 91 1377 228 105 98 52 52
internal_value=0 0.000845269 0.000738843 0.00154977 0.00121715 0.00157058 0.00084941 0.000998056 0.000732437 0.00158685 0.000686258 0.00052445 0.00159557 0.00158728 0.00159681 0.0016157 0.00151084 0.000981011 0.000259738
internal_weight=0 649 565 2274 134 2140 459 202 257 2040 114 140 1987 1899 1808 1482 326 117 106
internal_count=2923 649 565 2274 134 2140 459 202 257 2040 114 140 1987 1899 1808 1482 326 117 106
is_linear=0
shrinkage=0.0032998


Tree=6388
num_leaves=31
num_cat=0
split_feature=1 47 1 0 48 0 1 0 16 1213 1 16 403 0 0 0 1 11 1 42 1 16 0 16 0 0 0 0 1213 42
split_gain=7.55798 0.760515 0.694504 0.549973 0.482153 0.390954 0.356217 0.301921 0.292041 0.288054 0.24355 0.301721 0.231454 0.230022 0.214962 0.3044 0.225841 0.206852 0.322054 0.267021 0.205238 0.164685 0.283722 0.141698 0.374054 0.129075 0.128077 0.0887928 0.0718799 0.0307778
threshold=0.10921500000000002 0.087850000000000025 0.09518500000000002 -0.10028499999999999 0.086840000000000014 -0.037444999999999992 0.13276500000000002 -0.082454999999999987 -0.095564999999999983 -0.12077499999999998 0.081540000000000015 0.19384500000000002 -0.083444999999999991 -0.052874999999999998 -0.105195 -0.15530999999999998 0.13300500000000001 1.0000000180025095e-35 0.087505000000000013 0.089785000000000018 0.090795000000000015 0.19384500000000002 -0.076384999999999995 0.10134000000000001 -0.060094999999999989 -0.088444999999999982 -0.14385499999999998 -0.078704999999999983 0.0017200000000000004 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 2
left_child=2 5 7 8 -3 14 -7 9 -4 -1 11 23 -12 29 15 -2 -16 18 19 26 -20 22 -5 24 28 -21 -11 -14 -9 -13
right_child=1 4 3 21 -6 6 -8 10 -10 17 12 13 27 -15 16 -17 -18 -19 20 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0013296535842725078 0.00037883338886161622 0.00098760312209562038 0.00090697251722071789 0.001148862566750074 0.0006115177928865945 0.00090691577697025853 0.00053208324651916905 0.0010504746872686745 0.00058137391581674193 0.0012895569594366394 0.0013327443271259306 0.00090776424550235773 0.00099069206278100722 0.00071060565143191623 0.00052095745426151171 0.00070675809899357791 0.00024952948193904056 0.0012876622465956967 0.00083495713367665394 0.0010910079685674376 0.0010897548095717136 0.0011480001273362584 0.00083606603439617905 0.0012177972691304493 0.00080765039012135843 0.00087005931578787508 0.0011318243428113189 0.0011451853369185839 0.0011749041243811359 0.0010268074072114582
leaf_weight=71 52 87 62 52 66 54 58 321 60 65 52 52 77 55 68 78 67 69 78 58 65 79 85 52 70 63 676 101 67 63
leaf_count=71 52 87 62 52 66 54 58 321 60 65 52 52 77 55 68 78 67 69 78 58 65 79 85 52 70 63 676 101 67 63
internal_value=0 0.000628929 0.00106462 0.000925308 0.000825601 0.00054902 0.000713121 0.00108752 0.000747131 0.00112357 0.00104212 0.00101025 0.00113617 0.000888508 0.000479531 0.000575859 0.00038651 0.00110991 0.00109768 0.00112196 0.000951021 0.00102578 0.000955049 0.00105076 0.00103172 0.00097626 0.00114571 0.00107855 0.00107205 0.000973286
internal_weight=0 530 2393 338 153 377 112 2055 122 1145 910 680 230 170 265 130 135 1074 1005 862 143 216 137 510 458 121 741 178 388 115
internal_count=2923 530 2393 338 153 377 112 2055 122 1145 910 680 230 170 265 130 135 1074 1005 862 143 216 137 510 458 121 741 178 388 115
is_linear=0
shrinkage=0.0032998


Tree=6389
num_leaves=21
num_cat=0
split_feature=1 2 52 39 2 12 1 147 11 4 2 474 474 12 12 4 1 16 2 1
split_gain=13.2666 2.23624 1.50246 0.956331 0.657439 0.626214 0.592885 0.505294 0.391052 0.338449 0.322863 0.271389 0.359181 0.281133 0.24872 0.174251 0.160178 0.203639 0.138675 0.138032
threshold=0.10442000000000001 0.14744000000000002 -0.42606499999999997 1.0000000180025095e-35 0.11741500000000001 0.09358000000000001 0.088035000000000016 0.088565000000000019 1.0000000180025095e-35 0.071150000000000005 -1.0000000180025095e-35 0.088510000000000019 0.085295000000000024 0.098355000000000012 0.086730000000000015 0.51074000000000008 0.11277000000000001 -0.072034999999999988 0.095195000000000016 0.14787500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 7 10 -5 8 11 -7 -4 12 13 -1 -13 16 -12 -18 -10 -3
right_child=1 19 5 6 -6 9 -8 -9 18 -11 15 14 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=0.0011787889126497017 0.0011657834395149079 4.8205403777553131e-05 0.00039173689969064702 0.0010725984613888457 0.00089395529001317254 0.0010212680834499601 0.00063030460856272955 0.00084917256564825006 0.0012571377836447209 0.00066036618169025086 0.00055456173108549734 0.0014856379420059686 0.0008840232335775507 0.0010448597106117652 0.0011950862472801392 0.00044380799385067624 0.00062230874588898677 0.0008964599402808154 0.0014829016827910878 0.00028732312380903862
leaf_weight=1467 64 54 94 72 100 57 62 53 72 58 94 54 53 199 86 52 72 52 56 52
leaf_count=1467 64 54 94 72 100 57 62 53 72 58 94 54 53 199 86 52 72 52 56 52
internal_value=0 0.000604679 0.000690281 0.0011397 0.00115668 0.000626675 0.000868218 0.00116955 0.00117807 0.000839554 0.000559322 0.00116579 0.00115424 0.00116281 0.00130741 0.000617536 0.000658814 0.00073756 0.00135618 0.000165841
internal_weight=0 649 543 2274 2140 479 134 2040 1987 115 364 1859 1719 1666 140 270 218 124 128 106
internal_count=2923 649 543 2274 2140 479 134 2040 1987 115 364 1859 1719 1666 140 270 218 124 128 106
is_linear=0
shrinkage=0.0032998


Tree=6390
num_leaves=28
num_cat=0
split_feature=1 1 150 10 4 11 4 0 16 41 0 158 133 0 49 0 49 16 1 0 0 43 43 16 4 1 1
split_gain=5.30591 1.22207 0.770883 0.763016 0.4157 0.361877 0.342078 0.33412 0.460492 0.329163 0.312434 0.249155 0.357535 0.24711 0.209377 0.251141 0.205395 0.208517 0.19265 0.175074 0.173618 0.218387 0.16851 0.151407 0.136811 0.118768 0.132585
threshold=0.12448500000000001 0.092395000000000019 1.0000000180025095e-35 -0.088499999999999981 0.043640000000000005 0.08184000000000001 0.50666500000000003 -0.081294999999999992 -0.096149999999999985 0.075585000000000013 -0.068669999999999995 0.078875000000000015 0.052120000000000007 -0.076204999999999981 -0.056909999999999995 -0.075914999999999996 0.0060400000000000011 0.0054050000000000009 0.13707500000000003 -0.15127999999999997 -0.095724999999999991 -0.082204999999999986 -0.082094999999999987 0.08215500000000002 -0.34140499999999996 0.10373000000000002 0.11644500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -2 9 7 18 8 -3 10 16 12 -6 -9 15 -4 17 19 -5 -1 -18 -22 -12 -19 -24 -15 -27
right_child=3 2 14 6 11 -7 -8 13 -10 -11 22 -13 -14 25 -16 -17 20 23 -20 -21 21 -23 24 -25 -26 26 -28
leaf_value=0.00066623287070054292 -2.9373235421939353e-05 0.00074587314093587243 0.00069997656033164051 0.00063807677074071822 0.00048772080347028138 0.0009140942059381558 0.00024788017569066803 0.0009563541718412336 0.00039885737730844015 0.0010515051497277832 0.00057375046144532578 0.0008506892918190307 0.00078951057339621765 0.00080286243947542556 0.00030616485599335475 0.00038679464841967736 0.0011142896929468345 0.000582674269615979 0.00038282756000936199 0.00086581374823761705 0.0010354826155304284 0.00081261152940179018 0.00089522330234741707 0.00082786709990929159 0.00070270234058268232 0.00052440118729476495 0.00075609421695696337
leaf_weight=52 56 86 62 65 88 100 94 59 82 87 59 92 85 88 54 52 54 57 66 977 81 125 70 56 103 57 54
leaf_count=52 56 86 62 65 88 100 94 59 82 87 59 92 85 88 54 52 54 57 66 977 81 125 70 56 103 57 54
internal_value=0 0.000791537 0.000672074 0.000314707 0.000833265 0.000734352 0.000400501 0.000692076 0.000576706 0.000852102 0.000841464 0.000710799 0.000636203 0.000767064 0.000476876 0.000557431 0.000860165 0.000840826 0.000509747 0.000855762 0.000944972 0.000900416 0.0007283 0.000704498 0.000780805 0.000710765 0.000637434
internal_weight=0 2680 694 281 1986 526 225 426 168 1721 1634 265 173 258 168 114 1402 1142 131 1029 260 206 232 113 173 199 111
internal_count=2961 2680 694 281 1986 526 225 426 168 1721 1634 265 173 258 168 114 1402 1142 131 1029 260 206 232 113 173 199 111
is_linear=0
shrinkage=0.0032998


Tree=6391
num_leaves=13
num_cat=0
split_feature=1 33 13 11 13 1373 403 49 0 1 13 0
split_gain=0.300919 0.308433 0.184209 0.256465 0.391339 0.149795 0.154952 0.148298 0.231841 0.1263 0.120595 0.0905167
threshold=0.14860500000000001 0.082505000000000009 -0.16140499999999997 1.0000000180025095e-35 0.090235000000000024 0.085770000000000013 -0.5407249999999999 0.0052300000000000011 -0.22480499999999998 0.085550000000000015 0.057990000000000007 -0.12851999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 5 9 6 -4 8 -8 -5 -9 -1
right_child=-2 -3 3 4 -6 -7 7 10 -10 -11 -12 -13
leaf_value=-0.002841251840910811 -0.0031711518295340136 0.020268687160517627 0.014323950956308841 0.014138681170237009 0.0045279873964001946 0.015578057852923497 -0.0032157309620315252 0.0100501007335857 0.0062622883650888441 0.02555348811347103 0.0021585392488038158 0.0055314929442007183
leaf_weight=73 78 52 76 56 82 57 76 457 1762 56 63 73
leaf_count=73 78 52 76 56 82 57 76 457 1762 56 63 73
internal_value=0 0.00740624 0.00716935 0.00748605 0.0133899 0.00702553 0.00682451 0.00658203 0.0058694 0.0198621 0.00909746 0.00133282
internal_weight=0 2883 2831 2685 194 2491 2434 2358 1838 112 520 146
internal_count=2961 2883 2831 2685 194 2491 2434 2358 1838 112 520 146
is_linear=0
shrinkage=0.16829


Tree=6392
num_leaves=18
num_cat=0
split_feature=1 2 124 2 147 15 14 0 1 1 2 0 157 2 2 15 0
split_gain=21.3097 4.11073 2.02507 1.8545 1.20091 1.16396 1.11333 1.5649 1.11311 0.844165 0.695243 0.451081 0.453433 0.301732 0.229787 0.227993 0.16354
threshold=0.12448500000000001 0.11366500000000002 -0.076779999999999987 0.14808000000000002 0.089245000000000005 -0.18498499999999998 0.073890000000000011 -0.11991499999999998 0.084815000000000015 0.083670000000000008 0.086275000000000004 -0.077614999999999976 -0.082259999999999986 0.13154000000000002 -0.021469999999999996 0.11447500000000001 -0.14164999999999997
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 6 14 7 9 13 -4 -1 15 -13 -3 -2 -9 -10
right_child=3 8 4 -5 -6 -7 -8 11 16 -11 -12 12 -14 -15 -16 -17 -18
leaf_value=0.00073844623122123186 0.00053046351607907011 0.0013137284573785555 0.0014553404031425199 4.0478823891536674e-05 0.0010015803144323146 0.0009063015667447337 0.0018126793518892209 0.0015051939610321796 0.00094043399266244667 0.00093978054802198281 0.0012285445866393049 0.0016717458789446223 0.0013568941536301392 0.0010033724694457542 0.00022008058646620345 0.0012775975761316115 0.00071975629181712699
leaf_weight=57 53 103 53 96 67 80 90 1274 65 102 72 56 546 53 52 52 90
leaf_count=57 53 103 53 96 67 80 90 1274 65 102 72 56 546 53 52 52 90
internal_value=0 0.00136835 0.00141521 0.000413005 0.0014384 0.000606126 0.00145185 0.00143625 0.00101127 0.0011163 0.00101226 0.00146195 0.00138624 0.00120851 0.000377086 0.0014963 0.000812526
internal_weight=0 2680 2369 281 2240 185 2173 2083 311 155 129 1928 602 156 105 1326 155
internal_count=2961 2680 2369 281 2240 185 2173 2083 311 155 129 1928 602 156 105 1326 155
is_linear=0
shrinkage=0.0032998


Tree=6393
num_leaves=14
num_cat=0
split_feature=9 3 13 0 0 1 3 9 3 40 3 52 0
split_gain=0.31869 0.328496 0.353671 0.682645 0.356127 0.273678 0.232229 0.177552 0.20523 0.14869 0.148166 0.215576 0.19623
threshold=-0.08577499999999999 -0.14954999999999999 0.060680000000000005 -0.14720499999999997 0.064400000000000013 0.13699000000000003 0.10661500000000002 0.084755000000000011 -0.12077499999999998 -0.08570499999999999 -0.081224999999999978 0.093130000000000004 -0.10028499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 7 -7 8 -3 -10 12 -12 -11
right_child=1 5 4 -5 -6 6 -8 -9 9 10 11 -13 -14
leaf_value=-0.0056823177925669262 0.0064359492143208066 -0.002700328613899411 -0.0033860478336142637 0.033381154482002129 0.014468544515451577 -0.0082005050993319284 0.0053142656546583435 0.015627605042988924 0.015604665769767816 -0.0017038909164187384 0.0041115207715494194 0.0089335124606786786 0.0087692753194919398
leaf_weight=56 52 63 53 55 78 63 84 66 56 53 880 376 1026
leaf_count=56 52 63 53 55 78 63 84 66 56 53 880 376 1026
internal_value=0 0.00711736 0.0131156 0.0203031 0.00723122 0.00658141 -0.000465557 0.0069932 0.00676025 0.00701027 0.00680339 0.00555648 0.00825317
internal_weight=0 2905 238 107 131 2667 147 2520 2454 2391 2335 1256 1079
internal_count=2961 2905 238 107 131 2667 147 2520 2454 2391 2335 1256 1079
is_linear=0
shrinkage=0.16829


Tree=6394
num_leaves=11
num_cat=0
split_feature=3 2 2 39 160 48 399 400 3 9
split_gain=0.276729 0.195712 0.321463 0.197582 0.164241 0.142711 0.114407 0.157695 0.13062 0.106725
threshold=0.3148450000000001 -0.080104999999999996 -1.0000000180025095e-35 0.099965000000000012 -0.54883999999999988 0.12675000000000003 0.087865000000000013 -0.0056149999999999993 -0.14326499999999995 0.089645000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 4 -4 6 8 -8 -6 -1
right_child=-2 2 3 -5 5 -7 7 -9 -10 -11
leaf_value=0.007830638139736423 -0.0029273991681060354 -0.0045585698839746879 0.014591314456351869 -0.0012977599351136928 0.010438650317560827 0.013930256968418151 -0.0056566765959592249 0.0068599825900459736 0.0057975142109023201 0.018351134288342268
leaf_weight=57 101 83 67 99 188 65 56 58 2133 54
leaf_count=57 101 83 67 99 188 65 56 58 2133 54
internal_value=0 0.00602399 0.00574307 0.00606447 0.0063491 0.00612749 0.00591847 0.000695689 0.00617422 0.0129649
internal_weight=0 2860 2749 2666 2567 2500 2435 114 2321 111
internal_count=2961 2860 2749 2666 2567 2500 2435 114 2321 111
is_linear=0
shrinkage=0.16829


Tree=6395
num_leaves=23
num_cat=0
split_feature=1 52 1 2 40 10 475 2 3 16 51 3 4 16 48 4 484 52 3 3 151 484
split_gain=7.39879 1.48734 0.984755 0.898114 0.86594 0.729887 0.549973 0.40924 0.377044 0.366248 0.366124 0.269472 0.237485 0.196892 0.311498 0.462161 0.221728 0.202679 0.188065 0.438128 0.165218 0.125315
threshold=0.10398500000000001 -0.41694999999999993 0.12500000000000003 1.0000000180025095e-35 -0.034699999999999988 -0.063134999999999983 -0.085024999999999989 -1.0000000180025095e-35 -0.16270999999999997 -0.0032799999999999995 -0.40444499999999994 -0.0066499999999999988 0.44128500000000004 -0.0058899999999999985 0.092105000000000006 -0.44205499999999992 -0.012019999999999998 -0.072664999999999993 0.12955000000000003 -0.010434999999999998 -0.080624999999999988 -0.081614999999999979
decision_type=2 2 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 11 -4 9 -3 -8 -6 -10 -1 20 16 15 -15 21 -18 19 -7 -5 -12
right_child=1 2 5 12 6 18 8 -9 10 -11 13 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.00072918095023810766 0.0009428927450253696 0.00054185662988705675 -5.546613015947669e-05 0.00046585544872144221 0.00088710115640274346 0.000447046911654573 0.0005963174073063853 0.00091712471623002782 0.00060589291308212414 0.0012016156713413426 0.0009245985209252618 0.00041835525758436663 0.0005826738258135609 0.001134006708492039 0.00058007217216057101 0.00080276280808446517 0.001038600770057805 0.00086444462637054399 0.00046976929976848036 4.6820125789684044e-05 0.00023708733358672191 0.0011057494217026238
leaf_weight=67 63 59 61 56 77 67 60 70 59 88 103 57 53 53 56 373 80 1150 89 54 92 76
leaf_count=67 63 59 61 56 77 67 60 70 59 88 103 57 53 53 56 373 80 1150 89 54 92 76
internal_value=0 0.000460098 0.000409431 0.000530578 0.000855671 0.000261777 0.000870995 0.000745764 0.000855868 0.00105506 0.000863837 0.000586586 0.000392299 0.000871866 0.000813459 0.000844057 0.000891821 0.000875801 0.000354097 0.000268724 0.000323886 0.00100171
internal_weight=0 664 601 330 2299 271 2175 129 2010 165 1950 124 201 1891 482 426 1409 1230 210 121 148 179
internal_count=2963 664 601 330 2299 271 2175 129 2010 165 1950 124 201 1891 482 426 1409 1230 210 121 148 179
is_linear=0
shrinkage=0.0032998


Tree=6396
num_leaves=24
num_cat=0
split_feature=12 12 10 12 51 11 131 14 0 48 156 34 0 47 52 52 0 51 42 48 42 12 0
split_gain=14.4726 5.11237 2.22838 1.88142 1.74264 1.40379 1.12929 1.03566 1.15576 0.947354 0.934923 0.817498 0.661606 0.651844 0.596252 0.554947 0.438599 0.374066 0.305452 0.267893 0.20197 0.133488 0.0477223
threshold=0.056995000000000011 0.14472000000000004 -1.0000000180025095e-35 0.098595000000000016 -0.093449999999999991 0.089270000000000002 0.08567000000000001 0.073890000000000011 -0.12851999999999997 0.12036500000000001 0.08573500000000002 -0.069854999999999987 0.10923000000000001 0.077735000000000012 -0.087094999999999992 0.047800000000000009 -0.089179999999999995 -0.070054999999999992 0.086555000000000007 0.093225000000000016 -0.096114999999999992 0.10595000000000002 -0.066734999999999975
decision_type=2 2 2 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 7 10 16 9 8 -2 13 -4 -1 18 14 -6 -16 -5 -18 20 -20 -10 -19 -23
right_child=1 -3 4 5 6 -7 -8 -9 12 -11 -12 -13 -14 -15 15 -17 17 21 19 -21 -22 22 -24
leaf_value=0.00081834500727306209 0.0010943563831439273 0.00061578147902869413 0.0010817533760055786 0.0011576668413766022 0.0013539609328172297 0.00084841006378931071 0.00053486023811159865 0.0020305353774193831 0.0014864124498563569 0.00062455883531811784 0.0016635802914212224 0.00027710275336407771 0.0019536440696067158 0.0014236017332117908 0.00090361226219798981 0.0012102673260799624 0.0012618872975397306 0.0014440954637223735 0.001546751329409168 0.001302479986964312 0.0016434246989969459 0.0016764204075391561 0.0015307181341344942
leaf_weight=72 53 67 52 60 57 55 54 57 108 54 73 53 54 56 241 89 72 96 647 55 716 70 52
leaf_count=72 53 67 52 60 57 55 54 57 108 54 73 53 54 56 241 89 72 96 647 55 716 70 52
internal_value=0 0.00151393 0.000994516 0.00154264 0.00106942 0.00134009 0.000989413 0.00159116 0.0015758 0.00103873 0.00142182 0.00058914 0.00159193 0.00108914 0.00104065 0.000986423 0.00141725 0.00147083 0.00157911 0.00152766 0.00162289 0.00153968 0.00161461
internal_weight=0 2162 801 2095 676 405 551 1690 1633 497 125 125 1580 443 387 330 350 290 1526 702 824 218 122
internal_count=2963 2162 801 2095 676 405 551 1690 1633 497 125 125 1580 443 387 330 350 290 1526 702 824 218 122
is_linear=0
shrinkage=0.0032998


Tree=6397
num_leaves=22
num_cat=0
split_feature=4 123 2 2 0 0 2 4 0 0 160 41 12 2 1455 151 155 16 52 4 42
split_gain=24.8695 6.704 5.61031 2.46831 2.9138 1.41155 1.08743 1.04889 0.709319 0.668407 0.665382 0.500818 0.494593 0.365488 0.33401 0.252286 0.207518 0.296603 0.301265 0.194347 0.188305
threshold=0.31392000000000003 1.0000000180025095e-35 0.14870000000000003 0.10060500000000001 -0.12851999999999997 -0.072924999999999976 0.14019000000000004 -0.39175499999999991 -0.063204999999999983 -0.049474999999999998 -0.072489999999999985 0.075585000000000013 -0.038859999999999992 0.095785000000000023 0.068185000000000009 -0.030624999999999996 0.082265000000000019 -1.0000000180025095e-35 0.089455000000000021 -0.040394999999999993 0.09117500000000002
decision_type=2 2 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 10 -7 -3 19 -2 13 -12 14 -1 -14 17 18 -6 -9 -19
right_child=6 8 -4 4 16 7 -8 9 -10 -11 12 -13 15 -15 -16 -17 -18 20 -20 -21 -22
leaf_value=0.0016492416735956333 0.0009222069076399844 0.0010259083712466015 0.00052615500528604021 0.00078668427152479934 0.0013661130109777319 0.0017477279918040435 0.00018865966516433421 0.0014983505541213619 0.00057179012088789374 0.00096207269792329751 0.00031042690152767167 0.0019210430206657689 0.0005057110206484794 0.0014525476091862986 0.0018396451841711293 0.00082468928361089614 0.0016130992551517842 0.0014170282969494072 0.001661885568854965 0.0012550177320784495 0.0011670141869038885
leaf_weight=1373 67 99 57 80 68 74 76 90 61 52 67 80 53 98 112 57 97 94 90 64 54
leaf_count=1373 67 99 57 80 68 74 76 90 61 52 67 80 53 98 112 57 97 94 90 64 54
internal_value=0 0.00150817 0.00155038 0.00157443 0.00136287 0.001627 0.000533986 0.00140942 0.000852996 0.00128772 0.000641402 0.00166361 0.00053491 0.00165058 0.00166363 0.00067132 0.00147716 0.00143396 0.00153481 0.00139745 0.00132605
internal_weight=0 2643 2483 2426 483 1943 320 280 160 206 244 1663 177 1583 1485 110 403 306 158 154 148
internal_count=2963 2643 2483 2426 483 1943 320 280 160 206 244 1663 177 1583 1485 110 403 306 158 154 148
is_linear=0
shrinkage=0.0032998


Tree=6398
num_leaves=26
num_cat=0
split_feature=1 150 1 10 3 3 16 160 151 484 157 40 13 1 2 1 42 403 403 402 150 51 3 13 42
split_gain=0.523481 0.320665 0.30681 0.268274 0.254823 0.254102 0.25124 0.217042 0.19207 0.183444 0.173762 0.151895 0.212311 0.147057 0.364802 0.228708 0.128311 0.10236 0.127973 0.202332 0.121863 0.095366 0.0833554 0.0811018 0.049866
threshold=0.09518500000000002 1.0000000180025095e-35 0.121715 -0.020369999999999996 -0.15500999999999998 0.12955000000000003 -0.0096749999999999978 0.0034400000000000008 -0.030624999999999996 0.057010000000000005 -0.061169999999999995 -0.034699999999999988 -0.11210999999999999 0.11050000000000001 0.11543500000000002 0.10557500000000002 0.083250000000000005 -0.53379499999999991 -0.0076149999999999994 0.012085000000000002 0.077110000000000012 -0.031924999999999995 -0.082274999999999987 -0.010129999999999998 -0.028919999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 9 -4 -1 21 8 11 -3 13 -9 -6 -13 15 -15 23 24 -14 19 -19 -20 -5 -18 -2 -12
right_child=1 6 3 5 7 -7 -8 10 -10 -11 16 12 17 14 -16 -17 22 18 20 -21 -22 -23 -24 -25 -26
leaf_value=-0.0014686493869587782 0.0060963085405981842 -0.0032385986173991983 -0.010039135873870998 0.0043458887155681481 -0.00068365362653855487 0.011255081964027358 -0.01165016850207725 0.021165019498402039 0.0094492695874027945 -0.00098171474172005914 0.011093741131864678 0.018048238678176006 0.0020421860231661401 0.021807449286660101 0.0035185553956587948 -0.0012072544529186371 0.0019376878120125264 0.0086974607998064977 0.0064226412245453847 0.017507126723751109 0.012331102109587773 -0.0050510234790628866 0.010561075974534612 0.013687124907035511 0.017199227372265508
leaf_weight=72 73 93 53 52 56 74 59 56 53 55 79 60 83 73 54 69 55 370 899 93 112 74 77 91 78
leaf_count=72 73 93 53 52 56 74 59 56 53 55 79 60 83 73 54 69 55 370 899 93 112 74 77 91 78
internal_value=0 0.00343698 0.00522458 0.000597691 0.00834783 0.00342543 -0.00237921 0.00869896 0.00135497 0.00804098 0.0125512 0.0079035 0.008202 0.00942444 0.0140452 0.0068981 0.0108758 0.00782142 0.00814562 0.0104709 0.00707897 -0.00115867 0.00698161 0.0103192 0.0141385
internal_weight=0 873 668 253 2090 200 205 2018 146 415 345 1673 1617 360 127 233 289 1557 1474 463 1011 126 132 164 157
internal_count=2963 873 668 253 2090 200 205 2018 146 415 345 1673 1617 360 127 233 289 1557 1474 463 1011 126 132 164 157
is_linear=0
shrinkage=0.16829


Tree=6399
num_leaves=31
num_cat=0
split_feature=1 1 12 1 150 12 10 15 15 15 150 12 3 3 12 160 41 42 12 1375 12 15 12 3 42 3 15 15 42 3
split_gain=18.6513 2.25651 1.88171 1.46863 1.24198 1.05644 1.05531 0.613614 0.60118 0.512938 0.50449 0.422871 0.408159 0.378548 0.311029 0.27147 0.249376 0.225606 0.153411 0.150042 0.164374 0.139301 0.136455 0.124472 0.124163 0.121649 0.11244 0.099661 0.154303 0.0427942
threshold=0.10398500000000001 0.12500000000000003 0.085075000000000026 0.092845000000000025 1.0000000180025095e-35 0.093985000000000013 -0.063134999999999983 -0.083029999999999979 -0.15300999999999995 -0.41956999999999994 0.085845000000000019 0.078120000000000009 -0.022704999999999996 0.0025650000000000004 0.098785000000000012 -0.069144999999999984 0.075585000000000013 -1.0000000180025095e-35 0.098595000000000016 0.081540000000000015 0.083725000000000008 -0.013439999999999999 0.096315000000000026 0.086845000000000019 0.097025000000000014 -0.00083499999999999991 -1.0000000180025095e-35 -0.081149999999999986 -0.091149999999999995 -0.080914999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 5 15 8 -3 9 -1 -8 13 12 -10 -2 -4 -5 19 27 24 20 -13 -17 -23 25 -19 -14 -20 -7 -29 -30
right_child=1 6 14 4 -6 17 7 -9 11 -11 -12 16 23 -15 -16 21 -18 18 26 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0017991204631363331 0.00067922374748298779 0.00013926125330553942 0.0013097198855450596 0.0010593464231970257 0.00072462613537811456 0.0014664812296515319 0.00066577355073360643 0.0008571680209822685 0.001060583863397473 0.00025486089789408242 0.00048627296050161509 0.0012963706884320256 0.0013414722555431335 0.0010137948176963982 0.0010118734053815599 0.0011835226092456173 0.0016764679396500139 0.0014026913255944158 0.0012374161100238003 0.0015852759957862485 0.0014533604964205903 0.0014836288060100819 0.0012559040866269716 0.00127834095324787 0.0011735929328920429 0.00157257068581917 0.0010319993183391554 0.0011703113113306664 0.0014560632416968002 0.0013095581903541716
leaf_weight=53 86 61 94 55 58 60 80 82 56 57 71 83 52 66 67 54 59 56 53 91 1018 74 52 74 54 55 74 63 52 53
leaf_count=53 86 61 94 55 58 60 80 82 56 57 71 83 52 66 67 54 59 56 53 91 1018 74 52 74 54 55 74 63 52 53
internal_value=0 0.000749415 0.0009138 0.0013774 0.0011585 0.00140935 0.000523848 0.000630809 0.00145111 0.000495067 0.000717128 0.00143869 0.00130947 0.00082473 0.00118599 0.00126543 0.00146315 0.00127089 0.00119823 0.00145256 0.00144156 0.0013282 0.00138993 0.00138627 0.00129055 0.00146059 0.001118 0.00134625 0.00130311 0.00138245
internal_weight=0 664 384 2299 293 2006 280 219 1541 137 223 1488 237 152 161 235 1251 465 237 1192 1101 180 126 181 110 107 127 228 168 105
internal_count=2963 664 384 2299 293 2006 280 219 1541 137 223 1488 237 152 161 235 1251 465 237 1192 1101 180 126 181 110 107 127 228 168 105
is_linear=0
shrinkage=0.0032998


Tree=6400
num_leaves=26
num_cat=0
split_feature=4 3 48 3 3 4 3 3 3 4 11 49 3 3 158 1209 159 11 40 160 4 4 157 52 42
split_gain=6.92752 2.16264 0.909585 0.5855 0.564425 0.352775 0.251648 0.33382 0.326072 0.215146 0.399395 0.235315 0.21269 0.330502 0.197696 0.166934 0.175469 0.161429 0.157448 0.239932 0.152838 0.124789 0.110121 0.0507924 0.028874
threshold=0.31392000000000003 -0.046079999999999989 0.087215000000000015 0.11391500000000002 -0.015474999999999997 0.032770000000000001 -0.021559999999999996 0.076825000000000018 0.13772500000000001 -0.10701499999999999 1.0000000180025095e-35 -0.080539999999999987 0.15217000000000003 -0.0024599999999999995 0.078875000000000015 -0.079544999999999991 0.11320500000000001 0.084475000000000008 -0.0089699999999999988 -0.078324999999999992 0.50027500000000014 0.064860000000000015 -0.097234999999999974 -0.034409999999999989 0.089165000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 9 20 -8 -9 10 -1 -11 13 -4 21 -13 22 -12 -6 -20 -2 -7 -17 -21 -23
right_child=6 2 12 -5 18 14 7 8 -10 11 17 15 -14 -15 -16 16 -18 -19 19 23 -22 24 -24 -25 -26
leaf_value=0.00053734952637478903 0.00026477339423540674 0.00046249637044595208 0.00028835731764964497 0.00039128828936311946 0.00068539013890249272 0.00053472211845772622 3.5079661728233157e-05 0.00050181810867230316 0.00015661136545089591 0.00067430594703523608 0.0009839613349940195 0.00068292987550074978 0.00022866263576302418 0.00061456133783491273 0.00084340772048727716 0.00072798198756368452 0.00068337544372043524 0.00074654107727986348 0.00068892783582624089 0.0010309128847162418 0.00050437364142323865 0.00076077769901571675 0.00088369176011838494 0.00088641805794258306 0.00065177491809435177
leaf_weight=70 57 59 59 59 66 64 83 53 69 76 56 55 52 81 93 54 54 76 52 61 61 75 1409 58 52
leaf_count=70 57 59 59 59 66 64 83 53 69 76 56 55 52 81 93 54 54 76 52 61 61 75 1409 58 52
internal_value=0 0.000778935 0.000593594 0.000692697 0.000752656 0.000826426 0.000267226 0.000196998 0.000306867 0.000843159 0.000740217 0.000855755 0.000410174 0.000477341 0.000717308 0.000864505 0.000871065 0.000847532 0.000824741 0.00087832 0.000388933 0.000655724 0.000877969 0.000960783 0.000716424
internal_weight=0 2681 547 355 296 2134 323 205 122 1850 202 1648 192 140 284 1572 1517 132 237 171 118 191 1463 119 127
internal_count=3004 2681 547 355 296 2134 323 205 122 1850 202 1648 192 140 284 1572 1517 132 237 171 118 191 1463 119 127
is_linear=0
shrinkage=0.0032998


Tree=6401
num_leaves=20
num_cat=0
split_feature=4 14 16 1375 0 16 52 16 0 0 4 1 52 16 160 160 52 4 0
split_gain=0.623009 0.377993 0.48158 0.291288 0.359584 0.282443 0.274853 0.211416 0.184465 0.207508 0.367932 0.168802 0.318304 0.161016 0.152877 0.192134 0.151337 0.141796 0.0592048
threshold=0.27258000000000004 -0.42227999999999993 -0.42170999999999997 -0.15824499999999997 -0.14920999999999998 -0.50472499999999987 0.089015000000000025 -0.074904999999999985 -0.13409999999999997 -0.040094999999999992 -0.17568999999999999 0.078705000000000011 -0.15824499999999997 -0.53870999999999991 0.056295000000000005 0.086110000000000006 0.51303500000000013 0.032770000000000001 -0.072374999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 -1 6 13 7 -5 -6 14 11 -11 -13 -3 16 -16 17 -10 -17
right_child=1 2 -4 4 8 -7 -8 -9 9 10 -12 12 -14 -15 15 18 -18 -19 -20
leaf_value=-0.0042242185947190302 0.011759133840306244 0.0016430633348272548 -0.015968404626041644 0.012987656361952432 0.00070576765051690721 0.0095738510211994098 0.0058001143324083182 0.02784454973803618 0.0090498459341528965 0.00092698711621558229 -0.0054411742475805672 0.0036420786159955584 0.018981104390587252 -0.0096748672557677579 0.021156496804118931 0.0086124779080545555 0.00098630057878810692 0.0045629241397582843 0.015145259370685286
leaf_weight=54 67 85 58 53 102 76 52 57 1424 75 85 84 71 61 56 176 82 234 52
leaf_count=54 67 85 58 53 102 76 52 57 1424 75 85 84 71 61 56 176 82 234 52
internal_value=0 0.000400002 -0.00231166 0.00798767 0.0082417 0.00124823 0.0159302 0.0207026 0.00773071 0.00803629 0.00400766 0.00750744 0.0106799 -0.00307336 0.00866239 0.0122947 0.00806849 0.00841767 0.0101103
internal_weight=0 347 280 2657 2603 222 162 110 2441 2339 315 230 155 146 2024 284 1740 1658 228
internal_count=3004 347 280 2657 2603 222 162 110 2441 2339 315 230 155 146 2024 284 1740 1658 228
is_linear=0
shrinkage=0.16829


Tree=6402
num_leaves=22
num_cat=0
split_feature=1 4 12 4 11 1 0 159 11 4 0 1 1 43 16 0 12 12 16 1 43
split_gain=18.9104 3.18008 2.72202 1.57557 2.31311 1.22214 1.14171 0.79949 0.737321 0.658257 1.01329 0.641254 0.588953 0.550928 0.547659 0.413934 0.330564 0.256733 0.2223 0.145495 0.0948117
threshold=0.10398500000000001 0.27420500000000009 0.085075000000000026 0.27020000000000005 1.0000000180025095e-35 0.12895500000000001 0.051660000000000005 0.081445000000000017 0.085155000000000022 0.018150000000000003 -0.10462499999999998 0.087055000000000007 0.11649500000000002 -0.0068849999999999996 0.0097750000000000007 -0.097224999999999992 0.091290000000000024 0.097060000000000021 -0.11807499999999999 0.13809000000000002 -0.078469999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 6 13 9 14 -6 10 11 -1 -4 -3 -2 -12 -17 18 20 -7 -11
right_child=1 5 12 -5 8 19 -8 -9 -10 17 15 -13 -14 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=0.0011865341709349946 0.0005336499520139698 0.0002970194620902816 0.001309131096600111 0.00065910383617115334 0.0018597765039797727 2.8104007503686294e-06 0.00084751696868856272 0.00020326125647144295 0.0013663652446945919 0.0011562302938360951 0.0015653131633755354 0.00067948660976196085 0.00091445789970373114 0.00070558048319845936 0.00095072071521623081 0.0013010356074023366 0.0011997865724388747 0.00092347687556736265 0.0010243926325134024 0.00021714341060228727 0.0013518080308126035
leaf_weight=58 103 57 87 52 81 55 89 53 57 67 53 52 80 99 52 1037 551 80 95 94 52
leaf_count=58 103 57 87 52 81 55 89 53 57 67 53 52 80 99 52 1037 551 80 95 94 52
internal_value=0 0.000602732 0.000806315 0.00122848 0.00124149 0.000352309 0.00121465 0.000554071 0.00165623 0.00123062 0.001255 0.000947159 0.00112028 0.000556524 0.000673798 0.00127562 0.00126593 0.00108525 0.00114556 0.000138264 0.00124199
internal_weight=0 680 375 2324 2272 305 2134 208 138 2045 1751 110 167 156 155 1641 1588 294 214 149 119
internal_count=3004 680 375 2324 2272 305 2134 208 138 2045 1751 110 167 156 155 1641 1588 294 214 149 119
is_linear=0
shrinkage=0.0032998


Tree=6403
num_leaves=26
num_cat=0
split_feature=1 3 4 3 0 4 4 11 4 1 47 0 14 3 52 3 1 0 0 51 3 1 0 4 12
split_gain=11.6782 2.43467 1.42723 0.977025 0.728685 0.965781 0.633877 0.549121 0.461369 0.382986 0.359069 0.356556 0.316926 0.266846 0.216597 0.6393 0.205963 0.836846 0.456284 0.313283 0.191821 0.140067 0.111014 0.0642428 0.0134438
threshold=0.10398500000000001 -0.053364999999999996 0.41939500000000002 0.10402500000000002 0.051660000000000005 -0.46195999999999998 0.032770000000000001 0.079700000000000007 -0.14595999999999995 0.083670000000000008 0.091930000000000012 -0.11167499999999998 -0.40567999999999999 0.0043700000000000006 -0.090084999999999985 -0.084524999999999975 0.085345000000000018 -0.098749999999999991 -0.13165999999999997 0.10731500000000001 -0.073444999999999983 0.12000500000000001 -0.071749999999999994 0.27420500000000009 0.092395000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 6 -6 7 16 -3 11 12 -8 -10 23 -2 -16 17 -1 -18 -19 24 -15 -20 -14 -13
right_child=1 8 -4 -5 5 -7 9 -9 10 -11 -12 20 13 21 15 -17 18 19 22 -21 -22 -23 -24 -25 -26
leaf_value=0.0015070289283932857 0.0011717132295517069 0.00077529329787571274 0.00042579642091230847 0.00070830070305981114 0.0011959022860213984 0.0005668282338667708 0.0012552875553613221 0.001465426869181238 0.00062408839769051297 0.00079030286209958768 0.00066638789803677662 0.0011218606606119518 0.00030827758016743398 0.00055897594470071769 0.00067503330295217616 0.0011728266039115305 0.0008390229897060976 0.0011792888453494371 0.0011201439507897216 0.00096559316049462805 0.0008425798843656792 0.00035251762381384325 0.0012720407772417537 0.00014468606532887617 0.0010294177239986422
leaf_weight=84 77 54 54 59 52 55 82 70 57 66 68 52 52 64 53 61 62 1140 337 82 64 85 67 55 52
leaf_count=84 77 54 54 59 52 55 82 70 57 66 68 52 52 64 53 61 62 1140 337 82 64 85 67 55 52
internal_value=0 0.000637303 0.000900571 0.00112909 0.00114003 0.000872876 0.00115326 0.00117681 0.000488945 0.00101591 0.000448268 0.00107532 0.000400769 0.000350907 0.00103462 0.000941705 0.00116539 0.00118701 0.00110473 0.00116498 0.000987274 0.000441434 0.00114542 0.000224518 0.00107598
internal_weight=0 680 245 2324 2265 107 2158 1842 435 316 381 250 313 256 191 114 1772 1306 466 1222 168 149 404 107 104
internal_count=3004 680 245 2324 2265 107 2158 1842 435 316 381 250 313 256 191 114 1772 1306 466 1222 168 149 404 107 104
is_linear=0
shrinkage=0.0032998


Tree=6404
num_leaves=28
num_cat=0
split_feature=1 0 42 42 0 43 12 1 1 12 128 40 155 0 1 159 12 43 402 12 123 0 12 12 1 0 131
split_gain=0.44049 0.364344 0.180956 0.323073 0.138076 0.208989 0.1648 0.136518 0.336084 0.216502 0.132826 0.13612 0.181679 0.178731 0.176442 0.121749 0.162904 0.230717 0.128386 0.0971189 0.170524 0.0769186 0.0747633 0.171545 0.0804896 0.0668974 0.0235337
threshold=0.095920000000000019 -0.15127999999999997 0.073240000000000013 0.091035000000000019 0.040570000000000002 -0.028184999999999998 -0.0066799999999999993 0.083250000000000005 0.076160000000000019 0.083945000000000006 0.088595000000000021 -0.076114999999999988 0.11245500000000001 1.0000000180025095e-35 0.13842500000000005 -0.43709499999999996 0.083815000000000014 -0.085264999999999994 -0.16962499999999997 0.10544500000000001 0.088305000000000008 -0.068419999999999995 0.090335000000000013 0.088930000000000023 0.092485000000000026 -0.195045 0.084720000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 25 10 -4 6 -6 -1 8 15 -9 11 -3 13 14 -13 -8 17 -17 -18 20 21 -5 23 26 -24 -2 -11
right_child=1 2 3 19 5 -7 7 9 -10 22 -12 12 -14 -15 -16 16 18 -19 -20 -21 -22 -23 24 -25 -26 -27 -28
leaf_value=0.015655360948337967 -0.00064096907734908397 0.0093091948783364225 0.020506776751272705 0.0077798625367783642 -0.0048703075298532046 0.0092007580908637608 0.00098714282371000764 -0.0011933226266197671 0.020369157647929442 0.0042664403523892287 0.011526565041445612 -0.0018207602462258212 0.0091518922937186466 -0.0093688844413833388 0.0096202940052953385 0.0068483831669498528 0.014384320404480826 0.022002982344413523 0.0080995470904058342 -0.000132539259209025 0.00034966007270189622 0.016296760705199542 0.0022045080116672028 0.018376415216518359 0.0096016093425521764 -0.0081153120844818169 0.0093027922612489867
leaf_weight=102 90 67 56 69 52 70 54 92 76 56 52 136 61 57 53 52 101 64 1149 52 56 55 94 54 76 55 53
leaf_count=102 90 67 56 69 52 70 54 92 76 56 52 136 61 57 53 52 101 64 1149 52 56 55 94 54 76 55 53
internal_value=0 0.00419482 0.00575767 0.00902012 0.00870952 0.00318853 0.00904159 0.00868948 0.00944776 0.00601611 0.00354785 0.00243371 0.000927344 -0.00110477 0.00137807 0.00886197 0.00917196 0.015225 0.00860879 0.00623973 0.00809059 0.011572 0.0080133 0.0106005 0.00552202 -0.00348846 0.00673179
internal_weight=0 859 714 288 2145 122 2023 1921 1496 425 426 374 307 246 189 1420 1366 116 1250 232 180 124 333 163 170 145 109
internal_count=3004 859 714 288 2145 122 2023 1921 1496 425 426 374 307 246 189 1420 1366 116 1250 232 180 124 333 163 170 145 109
is_linear=0
shrinkage=0.16829


Tree=6405
num_leaves=16
num_cat=0
split_feature=1 11 3 474 16 11 1 10 16 47 158 1 16 1456 1
split_gain=0.596327 0.169144 0.418117 0.23062 0.229851 0.172923 0.24866 0.158617 0.268478 0.149413 0.132635 0.164909 0.259081 0.134474 0.0584667
threshold=0.12381000000000002 1.0000000180025095e-35 -0.12077499999999998 0.089580000000000007 0.053305000000000012 0.084800000000000014 0.10678000000000001 -0.063134999999999983 0.053305000000000012 0.11771000000000002 0.112085 0.10575500000000002 -1.0000000180025095e-35 -0.091249999999999984 0.13385500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 -5 -3 -7 -2 14 10 11 13 -13 -4 -9
right_child=7 5 3 4 -6 6 -8 8 -10 -11 -12 12 -14 -15 -16
leaf_value=-0.0039472214392866625 -0.0088084279375946293 0.018308834475610204 0.001173413943123351 -0.0061373186647060273 0.0071349742568874936 0.0023612808866184131 0.017063667302898811 0.00036823055149369635 -0.0075955525394600376 -0.0010867666501187532 0.01497398459130638 0.0069515201560864225 -0.0061246738214083317 0.0083801944260258419 0.0072838811081797575
leaf_weight=99 58 74 77 71 77 83 54 53 70 54 72 144 61 1828 103
leaf_count=99 58 74 77 71 77 83 54 53 70 54 72 144 61 1828 103
internal_value=0 0.00714801 0.00675758 0.00720287 0.000755722 0.011734 0.0081695 -0.000954313 0.0010534 0.0076288 0.00784532 0.00760121 0.00305179 0.00808984 0.00494585
internal_weight=0 2694 2483 2384 148 211 137 284 226 2236 2182 2110 205 1905 156
internal_count=2978 2694 2483 2384 148 211 137 284 226 2236 2182 2110 205 1905 156
is_linear=0
shrinkage=0.16829


Tree=6406
num_leaves=34
num_cat=0
split_feature=1 1 12 14 12 43 3 12 150 13 15 15 52 3 1 52 15 42 0 3 0 13 52 1212 12 43 52 52 1 3 13 3 13
split_gain=18.5103 3.69396 2.03673 1.55309 1.79653 0.887057 0.819371 0.802825 0.556965 0.489873 0.469759 0.405919 0.401917 0.387082 0.35992 0.2589 0.250483 0.298712 0.220811 0.204775 0.188755 0.167132 0.16461 0.141233 0.134825 0.126813 0.105244 0.118015 0.0935751 0.076014 0.236502 0.208365 0.0579069
threshold=0.10557500000000002 0.13601500000000002 0.085075000000000026 0.073890000000000011 0.056995000000000011 -0.077134999999999995 0.3148450000000001 0.098355000000000012 1.0000000180025095e-35 -1.0000000180025095e-35 -0.097794999999999979 -0.26361999999999991 -0.0092149999999999992 0.097775000000000015 0.092845000000000025 -0.070104999999999987 1.0000000180025095e-35 0.089720000000000008 -0.081224999999999978 -0.096099999999999977 -0.049024999999999992 -0.086004999999999984 0.08673500000000002 0.087865000000000013 0.085965000000000014 -0.07409499999999998 -0.084674999999999986 0.029970000000000007 0.11829500000000003 -0.082714999999999997 -0.066634999999999986 -0.08867499999999999 0.011265000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 5 14 11 16 10 12 -7 -3 -2 -12 -1 -4 17 19 22 -6 26 -21 23 -18 -24 -19 -9 -28 -11 31 -31 -20 -29
right_child=1 6 15 -5 7 8 -8 20 -10 28 13 -13 -14 -15 -16 -17 18 25 29 21 -22 -23 24 -25 -26 -27 27 32 -30 30 -32 -33 -34
leaf_value=0.00086289756039434372 0.00022123524390274465 9.4491302135297359e-05 0.0011152341143987003 0.0015610316017845474 0.0010546565376924732 0.0013382374897669515 -0.00016806968559129678 0.001203176384200515 0.00074888855955942914 0.00073296069218152884 0.0011406500737389147 0.00050208486405512722 0.00054997159678046783 0.00077580992892326993 0.00047418083177899729 0.00085033772482824457 0.0013058346054707064 0.0011040725971840889 0.001128822650814627 0.0013015324616641034 0.00085597803712779115 0.0011731391716922799 0.0010922047196972341 0.0014890201784996419 0.0012782872763345843 0.00089214022427466116 0.00094019770877518702 0.0011877017018100905 0.00054817448228277796 0.0012128955280520928 0.0009441657033139886 0.001374423094332585 0.0010354081807897148
leaf_weight=52 81 55 72 98 97 67 69 52 61 78 82 52 82 53 53 96 226 83 90 191 59 293 65 62 145 53 92 53 52 120 53 69 72
leaf_count=52 81 55 72 98 97 67 69 52 61 78 82 52 82 53 53 96 226 83 90 191 59 293 65 62 145 53 92 53 52 120 53 69 72
internal_value=0 0.000518906 0.000674185 0.00115345 0.00113563 0.000924385 0.000111981 0.00117707 0.001027 0.000507848 0.00111081 0.000292903 0.000386828 0.000997678 0.000667024 0.000964074 0.00120864 0.00116274 0.00124825 0.00119569 0.00102806 0.00122388 0.00129295 0.00134539 0.00122086 0.00102174 0.00106568 0.00103256 0.000659317 0.00118109 0.00113077 0.00123563 0.00110026
internal_weight=0 637 461 2341 2243 368 176 1875 263 293 202 107 163 135 105 168 1547 717 830 581 328 484 498 288 210 136 269 217 130 332 173 159 125
internal_count=2978 637 461 2341 2243 368 176 1875 263 293 202 107 163 135 105 168 1547 717 830 581 328 484 498 288 210 136 269 217 130 332 173 159 125
is_linear=0
shrinkage=0.0032998


Tree=6407
num_leaves=33
num_cat=0
split_feature=1 2 2 12 150 1 15 3 2 2 12 47 4 52 3 3 43 52 3 1 1453 52 159 4 43 1 1 15 52 43 43 3
split_gain=20.7757 3.4316 1.962 1.78909 0.98377 0.714016 0.812157 0.579893 0.55376 0.773126 0.529186 0.423018 0.700219 0.375829 0.310735 0.360085 0.294485 0.280416 0.35068 0.237621 0.28499 0.197675 0.199049 0.188557 0.183083 0.16911 0.159 0.10481 0.092869 0.0826822 0.14453 0.0733835
threshold=0.10557500000000002 0.14253500000000002 0.094905000000000017 0.085075000000000026 1.0000000180025095e-35 0.087055000000000007 0.086305000000000007 0.28833000000000003 -1.0000000180025095e-35 0.10859000000000001 0.10713500000000002 0.080075000000000021 -0.0083549999999999978 -0.41694999999999993 -0.15041499999999997 -0.11266 -0.075739999999999988 0.024870000000000003 -0.023409999999999997 1.0000000180025095e-35 -0.014859999999999998 0.095185000000000006 -0.26632999999999996 0.032770000000000001 -0.049364999999999992 0.084955000000000017 0.076160000000000019 0.062230000000000008 -1.0000000180025095e-35 0.00042000000000000007 -0.040494999999999996 0.13772500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 8 13 14 11 -3 -2 -10 16 12 -7 26 -1 -16 -5 18 28 20 -17 -19 -23 -22 -11 -21 -4 -24 -15 30 -8 -26
right_child=1 7 4 10 -6 6 29 -9 9 24 -12 -13 -14 17 15 19 -18 21 -20 25 23 22 27 -25 31 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.0016966791242370213 0.00044164671007725878 0.00038973339143209433 0.0012916827129139049 0.0010137057675909114 0.00080735855922652879 0.00074202413268531888 0.0014029295912531454 -5.9780511232753173e-05 0.0010858203803778212 0.00047688169658189472 0.00079464344089431762 0.0013287037565923613 0.0012334068860554654 0.0012923026335498297 0.0011797272584801307 0.0011955745487005826 0.0013386883932095515 0.0014322616827852578 0.00089299833530570626 0.0017412386307561131 0.0014628172677281239 0.0013916080510760324 0.0010506416063435456 0.0012685522639298715 0.00078194501440927481 0.0014845520278567274 0.0015257071368650107 0.0012314763570920983 0.0010976565323347512 0.0013530280189559243 0.0016249047166979882 0.00061703350544210734
leaf_weight=56 94 72 77 59 64 53 87 55 55 55 55 95 80 61 56 52 66 60 64 52 896 52 68 61 69 69 59 83 55 85 56 57
leaf_count=56 94 72 77 59 64 53 87 55 55 55 55 95 80 61 56 52 66 60 64 52 896 52 68 61 69 69 59 83 55 85 56 57
internal_value=0 0.000680495 0.00135276 0.000801378 0.00119716 0.00141166 0.00129925 0.000194785 0.000656756 0.000742286 0.00106632 0.0011592 0.00103786 0.00124019 0.0014529 0.00144136 0.00118558 0.00119305 0.00109124 0.0014543 0.00143737 0.00126259 0.00121227 0.00145047 0.000637702 0.00159515 0.00139347 0.00115027 0.00120032 0.00143916 0.0014901 0.000707622
internal_weight=0 637 2341 510 643 1698 456 127 330 236 180 228 133 579 1242 1186 125 443 180 1130 1009 263 203 957 181 121 136 151 116 228 143 126
internal_count=2978 637 2341 510 643 1698 456 127 330 236 180 228 133 579 1242 1186 125 443 180 1130 1009 263 203 957 181 121 136 151 116 228 143 126
is_linear=0
shrinkage=0.0032998


Tree=6408
num_leaves=31
num_cat=0
split_feature=1 15 0 15 15 0 11 1 151 43 15 43 1429 47 475 1453 43 1 50 129 52 11 15 15 1 0 12 0 0 1
split_gain=0.570358 0.176308 0.231049 0.220145 0.196202 0.530266 0.187454 0.229127 0.195266 0.180807 0.158875 0.153745 0.147184 0.144356 0.124247 0.112384 0.103544 0.093943 0.149 0.118516 0.120583 0.0910814 0.0885938 0.161413 0.0857644 0.0836977 0.147743 0.0563558 0.051409 0.0159544
threshold=0.12381000000000002 0.084495000000000015 -0.10998999999999999 0.13248000000000001 -0.0080049999999999982 -0.10071499999999999 0.08235000000000002 0.088785000000000017 -0.0017399999999999998 -0.083804999999999977 0.085095000000000018 -0.0068849999999999996 0.084870000000000015 0.096770000000000009 -0.085684999999999997 -0.0067199999999999994 -0.085079999999999975 0.088965000000000002 0.089145000000000016 0.085885000000000017 0.11087000000000001 0.08235000000000002 -0.45775499999999997 -0.2987999999999999 0.10482000000000001 0.032970000000000006 0.085625000000000021 -0.080134999999999998 -0.07409499999999998 0.10684
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 7 14 9 -9 -4 27 21 22 -1 -16 -17 19 -19 20 -12 25 -2 -24 -11 26 -7 -10 -20 -13
right_child=13 2 3 -5 5 12 -8 8 11 24 17 29 -14 -15 15 16 -18 18 28 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.015292983120871947 0.0027250278472306317 0.018408606924538048 0.017744339848490477 -0.00161299831994772 -0.011323599021309241 0.0082130245733672627 0.017585053608640776 0.0081279283295897162 0.00066844836582546886 -0.0084837254567786766 0.01001668265062613 0.0099803171969848319 0.014065977537850939 0.0064552854592856415 0.015677890516675261 0.01106382115527111 0.0063600041141377069 0.019089109709467401 0.011702292322508322 0.0012805890801032822 0.0035740376044510243 -0.0017272284858337458 -0.011140543342371476 5.1288909929570095e-05 0.00050055468284249073 0.0098659597236820332 -0.00083388910319579955 0.0068029209427138684 0.0047421336761249381 0.014346224069533332
leaf_weight=82 66 77 61 54 58 105 53 52 80 57 383 52 54 69 55 188 464 59 73 72 106 54 63 86 63 96 99 92 53 52
leaf_count=82 66 77 61 54 58 105 53 52 80 57 383 52 54 69 55 188 464 59 73 72 106 54 63 86 63 96 99 92 53 52
internal_value=0 0.00768804 0.00955527 0.00876142 0.0066896 0.00372247 0.00776005 0.00733764 0.00429046 -0.000149953 0.00945785 0.00706418 0.00586578 -0.000235166 0.00906558 0.00834076 0.00771908 0.00877786 0.0120835 0.00768455 0.00862379 0.00460982 -0.00239069 -0.00466877 -0.00375201 0.00575648 0.0038138 0.00396012 0.00878887 0.0121805
internal_weight=0 2694 938 861 1756 466 1290 1237 448 172 807 276 408 284 789 707 652 746 185 561 489 354 215 149 120 300 204 172 126 104
internal_count=2978 2694 938 861 1756 466 1290 1237 448 172 807 276 408 284 789 707 652 746 185 561 489 354 215 149 120 300 204 172 126 104
is_linear=0
shrinkage=0.16829


Tree=6409
num_leaves=29
num_cat=0
split_feature=12 2 3 43 43 2 51 3 3 12 3 157 42 13 2 123 2 3 2 13 2 43 3 43 42 157 2 2
split_gain=19.2367 6.20652 5.40876 2.75064 2.23932 1.99227 1.08471 0.774297 0.773103 0.787239 0.772958 0.643078 0.748123 0.625788 0.568302 0.515624 0.482232 0.393274 0.30535 0.300742 0.262514 0.211598 0.20465 0.152672 0.145907 0.113298 0.104481 0.0816178
threshold=0.056995000000000011 0.13501500000000002 0.3148450000000001 -0.043004999999999995 -0.11113499999999998 0.11621000000000002 -0.088934999999999986 0.11269500000000002 -0.14884499999999998 0.098595000000000016 -0.005644999999999999 -0.00052499999999999986 0.085495000000000015 0.076825000000000018 0.097180000000000016 0.08901000000000002 0.084535000000000013 0.088880000000000015 0.081315000000000012 0.066620000000000026 0.087665000000000007 -0.066289999999999988 -0.092109999999999984 -0.03898999999999999 0.086435000000000012 -0.082454999999999987 0.10233000000000002 0.13084500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 -1 6 -5 10 13 11 -8 12 25 -2 19 18 23 -12 -6 22 -14 -18 -13 -11 -16 -10 -23 -7
right_child=1 -3 -4 5 15 27 7 -9 9 16 17 14 20 -15 24 -17 21 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29
leaf_value=0.0013918334759676755 0.002124067228491692 0.00073568142760465629 0.00030779914767778947 0.0017750582717023598 0.00068311076218071861 0.0008696946021927056 0.0011291160820567682 0.0009973901155144987 0.0017916993260460308 0.0014818376224348662 0.0017964865218567732 0.0019241371884053948 0.0011918652450961225 0.0017351710439592863 0.0016552959853791539 0.00046223159763440411 0.0017486371128336735 0.001420883218416596 0.00098086104600648093 0.0015243880911424924 0.0015151014905659529 0.0016595737938801857 0.0017706564192006133 0.0012285946744582099 0.0014249924662676813 0.0015951171304442275 0.0014608471374610505 0.0010515722447065608
leaf_weight=80 85 74 88 92 73 55 56 53 100 58 59 111 52 100 64 54 99 66 80 52 62 53 1003 52 64 54 78 61
leaf_count=80 85 74 88 92 73 55 56 53 100 58 59 111 52 100 64 54 99 66 80 52 62 53 1003 52 64 54 78 61
internal_value=0 0.00167566 0.00108111 0.00117441 0.00092247 0.00133792 0.00147027 0.00135029 0.00170897 0.001689 0.00145344 0.00172052 0.00157211 0.00191404 0.00175123 0.000740903 0.0015441 0.00159845 0.000839027 0.00177435 0.00136797 0.00163082 0.00178598 0.00136244 0.00154042 0.001723 0.00154152 0.000965641
internal_weight=0 2161 817 729 287 442 326 234 2087 1902 181 1562 268 185 1294 207 340 125 153 1166 114 230 1114 110 128 154 131 116
internal_count=2978 2161 817 729 287 442 326 234 2087 1902 181 1562 268 185 1294 207 340 125 153 1166 114 230 1114 110 128 154 131 116
is_linear=0
shrinkage=0.0032998


Tree=6410
num_leaves=18
num_cat=0
split_feature=52 11 39 14 2 1 457 12 2 1 1 1 13 156 2 13 130
split_gain=0.328321 0.445559 0.301209 0.241805 0.384001 0.244527 0.205122 0.161129 0.214021 0.211657 0.158959 0.208789 0.0938875 0.0915373 0.0879541 0.0508849 0.0778988
threshold=-0.53473999999999988 0.094115000000000018 0.11742500000000002 -0.23083499999999998 0.10384 0.10152500000000002 -0.05455999999999999 -0.081654999999999991 0.084095000000000017 0.10123500000000001 0.11215000000000001 0.11869500000000001 -0.067904999999999979 0.11931500000000002 0.086935000000000012 -0.084184999999999996 0.088055000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 -2 6 15 14 9 -9 -8 -7 -12 -1 -14 -5 -6 -17
right_child=1 -3 -4 4 5 10 7 8 -10 -11 11 -13 13 -15 -16 16 -18
leaf_value=0.0081942742900494355 0.014786879275497791 -0.0088458119250006354 -0.005571608194077253 0.01781777148271518 0.010295397620818016 -0.0078708589444343863 0.0087665380859274118 0.0096099043942180131 0.005804077267702836 -0.004424782608437294 0.0095119732690964881 -0.0030725528866982171 0.021685311814592073 0.011928930738784992 0.0092988370544041018 0.0023633300791270845 0.009487717118178576
leaf_weight=61 98 56 59 69 54 80 61 679 1103 79 57 108 52 60 71 149 62
leaf_count=61 98 56 59 69 54 80 61 679 1103 79 57 108 52 60 71 149 62
internal_value=0 0.00600039 0.0063057 0.00656883 0.006255 0.0021153 0.00727801 0.00682311 0.00725523 0.00131003 -0.00171152 0.00126394 0.0135654 0.0164747 0.0135103 0.00566007 0.00446527
internal_weight=0 2785 2729 2670 2572 510 2062 1922 1782 140 245 165 173 112 140 265 211
internal_count=2958 2785 2729 2670 2572 510 2062 1922 1782 140 245 165 173 112 140 265 211
is_linear=0
shrinkage=0.16829


Tree=6411
num_leaves=20
num_cat=0
split_feature=4 1 52 1 52 4 160 160 39 41 13 43 1429 160 148 1 1 48 16
split_gain=24.4025 7.20973 3.4633 1.82046 1.61645 0.772127 0.650701 0.559842 0.52933 0.469107 0.847929 0.449107 0.409216 0.675067 0.392876 0.388645 0.355617 0.0805941 0.053412
threshold=0.31392000000000003 0.10123500000000001 -0.41694999999999993 0.12895500000000001 -0.020789999999999996 0.42642000000000008 -0.54913999999999985 -1.0000000180025095e-35 0.0047850000000000011 0.075585000000000013 -0.10939499999999998 -0.073079999999999992 0.084710000000000021 -0.076219999999999996 -1.0000000180025095e-35 0.12646500000000002 0.11179000000000001 0.083775000000000002 -0.079854999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 5 15 -2 -1 -6 9 10 -8 -5 14 -14 -12 16 -4 -10 -9
right_child=3 2 4 11 7 -7 8 18 17 -11 12 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=0.0019675725760958176 0.00055785508266593899 0.0016972209375819673 0.00070501627810575407 4.462981306275228e-05 0.001466098846978451 0.0010094297307571504 0.0012141021728404218 0.0011484695058756394 0.0012705505139265041 0.0018568079085784582 0.0018770326158241235 0.00042339577323003232 0.0011801547983053588 0.0016558264834812687 0.0016122002340862539 0.00052348664948450327 0.0010684016843468022 0.0014622731579109647 0.0009910011307608668
leaf_weight=53 83 95 68 56 62 83 62 52 54 80 65 88 63 69 1713 53 53 52 54
leaf_count=53 83 95 68 56 62 83 62 52 54 80 65 88 63 69 1713 53 53 52 54
internal_value=0 0.00152691 0.00113934 0.000548221 0.000984269 0.000783855 0.0016035 0.00121549 0.00159454 0.00160639 0.00159621 0.000276343 0.00160859 0.00142907 0.0016219 0.000760814 0.000864476 0.00136494 0.00106858
internal_weight=0 2648 437 310 342 166 2211 168 2158 2052 1972 144 1910 132 1778 174 121 106 106
internal_count=2958 2648 437 310 342 166 2211 168 2158 2052 1972 144 1910 132 1778 174 121 106 106
is_linear=0
shrinkage=0.0032998


Tree=6412
num_leaves=13
num_cat=0
split_feature=48 48 8 1453 151 30 2 48 3 151 16 12
split_gain=0.342127 0.252637 0.403095 0.215545 0.201672 0.290669 0.224537 0.16566 0.163287 0.157787 0.104444 0.0577816
threshold=0.12036500000000001 0.10971000000000002 0.080860000000000015 -0.076919999999999988 -0.083294999999999994 0.084750000000000006 0.096435000000000007 -0.077984999999999985 -0.24190499999999995 -0.15340499999999999 -0.052039999999999996 0.084270000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 7 9 -6 -9 -5 -2 -11
right_child=10 -3 -4 4 5 -7 -8 8 -10 11 -12 -13
leaf_value=0.014909987534817599 -0.0082059150078644307 0.017612662874678917 -0.0078262423925195418 0.0061121965196731364 -0.0024296181027525583 -0.0054046582454918054 0.0033218128332612807 0.015835160221960191 0.006357210930650942 0.019834777433648507 0.0022917182276265399 0.013130786236777488
leaf_weight=91 53 60 54 57 59 61 83 53 2182 77 54 74
leaf_count=91 53 60 54 57 59 61 83 53 2182 77 54 74
internal_value=0 0.0067902 0.0065569 0.00684133 0.00656316 0.00604496 0.0107507 0.0063502 0.00658277 0.0137065 -0.00289125 0.0165613
internal_weight=0 2851 2791 2737 2646 2355 291 2294 2235 208 107 151
internal_count=2958 2851 2791 2737 2646 2355 291 2294 2235 208 107 151
is_linear=0
shrinkage=0.16829


Tree=6413
num_leaves=17
num_cat=0
split_feature=48 52 52 1456 48 9 48 15 48 0 15 4 13 0 1 49
split_gain=0.236637 0.272789 0.186519 0.211973 0.233472 0.250903 0.180975 0.282266 0.167757 0.549197 0.202329 0.138789 0.0724183 0.108087 0.0705165 0.0727898
threshold=0.12036500000000001 -1.0000000180025095e-35 -0.53473999999999988 -0.069944999999999993 0.10971000000000002 0.083710000000000021 0.093225000000000016 -0.087284999999999988 0.083305000000000004 -0.088084999999999983 0.083185000000000023 -0.070154999999999981 -0.067904999999999979 0.056895000000000008 0.080125000000000016 0.087605000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 12 11 5 6 8 -8 10 -10 -5 -4 -1 -14 15 -13
right_child=1 -3 3 4 -6 -7 7 -9 9 -11 -12 14 13 -15 -16 -17
leaf_value=0.0063648484661152378 0.0059948443737734914 -0.010990890028962544 0.017575391168188972 0.0031569148228915885 0.015513457290920938 -0.0041559195685783824 0.0056095976242952457 -0.010176952153370151 0.0042895291872970176 0.022441391853949437 0.0065885793977541393 0.0008933163842446371 0.019050686395249049 0.0083666658681486525 0.012762334611699106 0.0096316517137064461
leaf_weight=61 54 53 56 1021 57 89 75 56 161 67 935 54 54 55 55 55
leaf_count=61 54 53 56 1021 57 89 75 56 161 67 935 54 54 55 55 55
internal_value=0 -0.00240186 0.0056479 0.00530385 0.00485506 0.0046016 0.00493906 -0.00112514 0.00530362 0.00963151 0.00479823 0.010316 0.0110633 0.0136762 0.00782623 0.00531905
internal_weight=0 107 2851 2681 2461 2404 2315 131 2184 228 1956 220 170 109 164 109
internal_count=2958 107 2851 2681 2461 2404 2315 131 2184 228 1956 220 170 109 164 109
is_linear=0
shrinkage=0.16829


Tree=6414
num_leaves=18
num_cat=0
split_feature=39 14 1 2 160 0 10 2 49 0 1 49 160 0 48 2 2
split_gain=0.209227 0.210106 0.391198 0.182911 0.190296 0.183689 0.189872 0.171946 0.168835 0.159808 0.250362 0.296085 0.144916 0.118529 0.0933191 0.131932 0.137249
threshold=0.11742500000000002 -0.23083499999999998 0.14195000000000002 0.098290000000000002 -0.54883999999999988 -0.10147999999999999 -0.00189 0.080495000000000011 -0.007794999999999999 -0.095724999999999991 0.098395000000000024 -0.038669999999999989 0.052555000000000011 -0.073374999999999982 0.096065000000000025 0.10216000000000001 0.10745500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 -3 7 -7 -6 -8 10 -5 -12 -9 -1 15 -11 -17
right_child=-2 2 -4 9 5 6 8 12 -10 14 11 -13 -14 -15 -16 16 -18
leaf_value=0.017640153199926872 -0.0054514447859217415 0.015348390691034637 -0.0098000281891915397 0.0067184436659426874 0.016524193095329306 -0.0040031896258572114 0.0091350546313952747 0.0030421010589784204 0.0042336461743949115 -0.0036682916572135017 0.0030891218400176394 -0.010664268512757504 0.012625359705328493 0.0064663307920679609 0.010055916445396749 0.011115403773417312 0.0027698815120749841
leaf_weight=53 59 54 54 82 70 70 233 117 1401 65 80 99 73 56 67 72 253
leaf_count=53 59 54 54 82 70 70 233 117 1401 65 80 99 73 56 67 72 253
internal_value=0 0.00465801 0.00437381 0.00465421 0.00547565 0.00520328 0.00456548 0.0093764 0.00493366 0.00234299 -0.000973668 -0.00450747 0.00673355 0.011916 0.00424112 0.00323756 0.00462426
internal_weight=0 2899 2790 2736 2018 1964 1704 260 1634 718 261 179 190 109 457 390 325
internal_count=2958 2899 2790 2736 2018 1964 1704 260 1634 718 261 179 190 109 457 390 325
is_linear=0
shrinkage=0.16829


Tree=6415
num_leaves=31
num_cat=0
split_feature=1 3 2 2 13 2 2 15 3 13 1 3 0 10 15 3 133 402 401 15 15 13 133 3 0 2 13 13 0 15
split_gain=9.35283 2.38684 1.39731 1.10586 0.81991 0.690311 0.633073 0.427171 0.663821 0.499372 0.463451 0.432804 0.406455 0.266266 0.262649 0.240319 0.225232 0.203628 0.283258 0.201307 0.190001 0.17836 0.148676 0.263459 0.125556 0.120333 0.106624 0.110038 0.0864218 0.0743561
threshold=0.10123500000000001 -0.049204999999999992 0.14744000000000002 -1.0000000180025095e-35 -0.085784999999999986 0.114 0.10859000000000001 0.043560000000000008 -0.11372999999999998 0.064420000000000019 0.095435000000000006 -0.14954999999999999 -0.084154999999999994 -0.0034499999999999995 -0.084454999999999988 -0.086254999999999984 0.017095000000000003 0.085495000000000015 0.090845000000000023 -0.19153499999999998 0.086305000000000007 -1.0000000180025095e-35 0.088035000000000016 0.088880000000000015 -0.094479999999999995 0.084685000000000024 0.053700000000000005 -0.080909999999999996 -0.088494999999999976 -0.032144999999999993
decision_type=2 2 2 2 2 2 2 2 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 13 -2 7 -5 8 9 -1 19 -9 15 -3 -6 20 -7 26 -19 -10 -13 -8 23 -21 -17 -26 27 -14 -24 -16
right_child=1 2 -4 6 14 16 21 11 10 -11 -12 12 17 -15 29 24 -18 18 -20 22 -22 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00060721338701719184 0.00049842908554462455 0.00047707514588885941 0.00014640445013531389 0.00095467279363221501 0.00078484022433885443 0.00073750681079584894 0.00048662020654449738 0.0014364425822755392 0.0012951752023835021 0.0010457243317197526 0.00077737102713757833 0.0012243316658604238 0.000950699067208352 0.00014807367291782344 0.00094076016473775448 0.0014286700116484365 0.00098764478446266234 0.0013806488997164955 0.0010331536676212029 0.0011315066586220039 0.00094457676815201056 0.00070865184453912887 0.0011150602789722123 0.00090334914253171724 0.0013182049032857707 0.0011342077211790804 0.00091526367103026915 0.0010914375100081683 0.00096329223437356074 0.0010830105887410047
leaf_weight=62 52 55 97 82 72 77 81 53 53 53 54 58 79 53 75 53 84 53 52 558 52 80 61 63 95 73 63 345 157 104
leaf_count=62 52 55 97 82 72 77 81 53 53 53 54 58 79 53 75 53 84 53 52 558 52 80 61 63 95 73 63 345 157 104
internal_value=0 0.000650618 0.000497446 0.000594358 0.000876972 0.0010773 0.000717951 0.00109381 0.00104758 0.000809616 0.00107648 0.00114403 0.0011272 0.000315947 0.000955255 0.00122059 0.000868232 0.00107492 0.00120889 0.00109454 0.0010924 0.000597165 0.00108183 0.00110842 0.00128424 0.00123846 0.00104596 0.0010653 0.00100592 0.00102361
internal_weight=0 751 448 351 303 2198 243 2037 1061 115 946 976 923 108 251 331 161 592 105 892 110 161 839 621 221 168 487 424 218 179
internal_count=2949 751 448 351 303 2198 243 2037 1061 115 946 976 923 108 251 331 161 592 105 892 110 161 839 621 221 168 487 424 218 179
is_linear=0
shrinkage=0.0032998


Tree=6416
num_leaves=25
num_cat=0
split_feature=2 39 2 447 151 2 2 39 0 2 16 0 16 0 48 0 2 160 16 48 16 2 16 16
split_gain=8.0814 2.96134 1.77482 0.964897 0.760116 0.562231 0.527994 0.455636 0.38427 1.07496 0.705976 1.07887 0.444843 0.365854 0.544773 0.520405 0.410065 0.34676 0.227735 0.207908 0.203359 0.164302 0.065273 0.0114769
threshold=0.11504500000000002 0.082115000000000007 0.14870000000000003 0.088810000000000014 -0.065174999999999983 -1.0000000180025095e-35 0.096080000000000013 0.088025000000000006 -0.07106999999999998 0.10633000000000002 0.067035000000000011 -0.016414999999999996 0.22339500000000004 -0.15651999999999996 0.084095000000000017 -0.10934999999999999 0.085355000000000014 -0.061914999999999991 0.022165000000000004 0.014805 -0.082244999999999985 0.086755000000000013 -0.063769999999999979 0.40955000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 8 -2 -3 -7 17 9 13 11 22 -12 14 -1 16 -15 -6 -17 -4 -19 -14 -10 -23
right_child=2 5 19 -5 7 6 -8 -9 10 -11 12 -13 21 15 -16 18 -18 20 -20 -21 -22 23 -24 -25
leaf_value=0.001643042962605852 0.00042703855930975809 0.0005733456753027361 0.00020815308993673643 0.00073135431764720696 0.00069354002942003908 0.0011474882075058034 0.00067901443047457962 0.00057363964370100084 0.0011779706836283616 0.00081745419717645063 0.0014648323967927084 0.00052839621786285285 0.0009902514254017628 0.00079546508262775173 0.0011721270332955439 0.001230612539364348 0.0011601700268917359 0.00083485141790315149 0.0010997226046682814 0.00047955141465861885 0.0010896730127688177 0.0011401591741954896 0.0010108954144843541 0.0012204981158579257
leaf_weight=52 56 102 77 56 55 54 52 52 58 80 52 54 72 60 57 1314 79 54 169 52 101 53 55 83
leaf_count=52 56 102 77 56 55 54 52 52 58 80 52 54 72 60 57 1314 79 54 169 52 101 53 55 83
internal_value=0 0.00112665 0.000644749 0.00116086 0.000777258 0.000749158 0.000918003 0.000851979 0.00117159 0.00119278 0.00108165 0.000913326 0.00118963 0.0012101 0.00139711 0.00119751 0.001003 0.000920734 0.00121572 0.000317827 0.00100112 0.00112067 0.00109696 0.00118945
internal_weight=0 2502 447 2294 318 208 106 262 2238 1811 427 167 260 1731 109 1622 139 210 1483 129 155 208 113 136
internal_count=2949 2502 447 2294 318 208 106 262 2238 1811 427 167 260 1731 109 1622 139 210 1483 129 155 208 113 136
is_linear=0
shrinkage=0.0032998


Tree=6417
num_leaves=26
num_cat=0
split_feature=1 52 2 12 16 12 1 2 2 4 2 1 1 159 43 15 42 51 4 12 4 12 4 15 1
split_gain=12.7827 2.56534 1.70657 1.18239 1.33622 1.01452 0.711342 0.676076 0.654059 0.475437 0.402241 0.387017 0.334369 0.301412 0.568211 0.295969 0.22308 0.207935 0.207229 0.207398 0.181757 0.179299 0.173973 0.291859 0.114204
threshold=0.10398500000000001 -0.41694999999999993 0.14744000000000002 -1.0000000180025095e-35 -0.4193599999999999 -0.010419999999999997 0.11230000000000001 0.11585500000000001 0.10656 -0.076329999999999995 -1.0000000180025095e-35 0.092010000000000022 0.092985000000000012 -0.034019999999999988 -0.14239499999999997 0.086365000000000011 0.093200000000000019 0.116525 0.043640000000000005 1.0000000180025095e-35 0.0019650000000000002 0.089995000000000006 -0.49269499999999994 0.082725000000000007 0.14602500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 10 6 11 -5 9 -6 13 -3 -1 17 -7 15 -15 -9 18 19 -11 -14 -20 -16 -24 -4
right_child=1 2 24 4 8 7 -8 16 -10 12 -12 -13 20 14 22 -17 -18 -19 21 -21 -22 -23 23 -25 -26
leaf_value=0.0011368206456146505 0.0013133089287084725 0.00040795905218347748 0.00042457290410031882 0.00088064932178596328 0.001245087739289379 0.0015765173539759071 0.00035034446687043331 0.00089460405595309027 0.00085643882237557373 0.0011287829873640059 0.00071639731004600918 0.00078668986939388211 0.0010068719943067319 0.00094190285132411981 0.0015332711989950577 0.0012844402783834855 0.0011827293008917631 0.0010741077724177287 0.0012884633649979688 0.0013304365965464107 0.0012550601936763099 0.0010633674669906854 0.0011666443601516456 0.0013868253568372849 0.00021270047807328744
leaf_weight=93 79 96 54 53 100 67 58 57 91 63 90 56 85 53 74 60 64 53 84 702 55 77 77 549 59
leaf_count=93 79 96 54 53 100 67 58 57 91 63 90 56 85 53 74 60 64 53 84 702 55 77 77 549 59
internal_value=0 0.000753807 0.000680203 0.000764867 0.000892532 0.00126974 0.00060387 0.00128829 0.0010601 0.00130287 0.000557393 0.00100546 0.00125732 0.00136074 0.00134291 0.00112409 0.00104729 0.00127912 0.00129082 0.00131388 0.00110463 0.00118103 0.00137819 0.0013598 0.000314261
internal_weight=0 680 601 488 302 2269 111 2120 191 1999 186 149 1119 880 813 113 121 979 926 765 140 161 700 626 113
internal_count=2949 680 601 488 302 2269 111 2120 191 1999 186 149 1119 880 813 113 121 979 926 765 140 161 700 626 113
is_linear=0
shrinkage=0.0032998


Tree=6418
num_leaves=28
num_cat=0
split_feature=1 13 13 0 0 43 43 13 4 400 51 0 484 3 3 0 3 0 4 3 0 13 13 42 43 3 151
split_gain=0.264461 0.336764 0.750025 0.320545 0.241724 0.298097 0.190486 0.290364 0.352599 0.253872 0.192218 0.211318 0.229408 0.182868 0.252516 0.174736 0.156808 0.144082 0.106674 0.17571 0.172185 0.104067 0.326427 0.103363 0.115335 0.102295 0.0465495
threshold=0.095920000000000019 -0.091849999999999987 -0.16392499999999996 0.11737000000000002 -0.074679999999999983 -0.094299999999999981 -0.011209999999999999 -0.091149999999999995 -0.088484999999999994 -0.064664999999999986 0.080840000000000009 -0.15445999999999996 0.08264500000000001 -0.0070649999999999992 -0.022704999999999996 -0.13955999999999996 -0.086254999999999984 -0.09633499999999999 0.0054350000000000015 -0.065674999999999983 -0.07718499999999999 -1.0000000180025095e-35 -0.077614999999999976 0.095150000000000012 -0.007069999999999999 -0.075154999999999986 -0.065174999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 6 21 -6 7 -1 -9 -8 11 -11 16 14 23 -2 -13 -12 19 20 -10 22 -3 24 -7 -20 -23
right_child=1 4 -4 -5 5 13 9 8 18 10 17 12 -14 -15 -16 -17 -18 -19 25 -21 -22 26 -24 -25 -26 -27 -28
leaf_value=0.016290148148673505 -0.0033059412125893148 0.0073880433138821472 -0.019506277817003093 -0.0045318927967782389 0.019907997868453643 -0.00083923092095539501 0.01884679304722843 -0.0041550406331120329 0.0054014337797896684 0.019967148259039561 -0.0035042906510364172 0.0022655093609980272 0.019149778645442202 0.014126848550638832 -0.0056601230700127833 0.0091344200669460623 0.0092619537106045299 0.0082446722429753601 0.0055662047062636612 0.016712921020984182 0.011915537197978126 0.00064824522506981748 -0.0095989593202861438 0.013163903201040543 0.0082126209059397767 -0.0035979109254992473 0.0068898393060423096
leaf_weight=76 53 59 53 63 53 63 76 97 638 53 59 115 56 69 56 80 443 59 98 52 141 53 70 57 107 53 97
leaf_count=76 53 59 53 63 53 63 76 97 638 53 59 115 56 69 56 80 443 59 98 52 141 53 70 57 107 53 97
internal_value=0 0.00377134 -0.00257147 0.0072711 0.00549877 0.00812575 0.00764084 0.00622397 0.00551328 0.00953943 0.00863605 0.00974455 0.00885922 0.00634661 0.00444331 0.00416347 0.00782325 0.00235497 0.00647013 0.00721886 0.0065828 0.00167898 -0.00181578 0.00694371 0.00484754 0.00233776 0.00469645
internal_weight=0 870 186 2079 684 405 2016 1155 1079 861 785 667 614 352 283 133 558 118 982 831 779 279 129 227 170 151 150
internal_count=2949 870 186 2079 684 405 2016 1155 1079 861 785 667 614 352 283 133 558 118 982 831 779 279 129 227 170 151 150
is_linear=0
shrinkage=0.16829


Tree=6419
num_leaves=22
num_cat=0
split_feature=12 13 15 148 15 52 15 42 0 43 15 12 151 13 12 12 42 15 13 42 13
split_gain=10.9529 2.72625 2.16155 1.99021 1.40464 1.26203 0.962074 0.850737 0.804237 0.78921 0.721386 0.592898 0.564548 0.545343 0.533225 0.522083 0.35323 0.349846 0.264527 0.20427 0.155675
threshold=-0.012249999999999999 -0.16392499999999996 -0.38214499999999996 -0.043434999999999994 -0.26361999999999991 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.10726999999999999 -0.12118 0.097415000000000015 0.09253500000000002 -0.06189999999999999 -0.098524999999999988 0.090455000000000021 -0.092979999999999993 0.085585000000000008 -0.10763999999999999 -0.011809999999999999 0.10045500000000002 -0.032149999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 5 16 -4 8 -6 12 -10 13 -11 -5 -8 -12 -9 -1 -14 -17 -15 -16
right_child=1 2 3 6 7 -7 10 15 9 11 14 -13 17 19 20 18 -18 -19 -20 -21 -22
leaf_value=0.00031055992827061323 0.00081097693511333706 0.00085128569804111061 0.0012819802191707617 0.00088064766749157213 0.0012092752191813769 0.00062533698842730874 0.0018879303304496565 0.0010181527584143574 0.001075899822447518 0.0015011357147609445 0.001611546317025598 0.0013251898078460828 0.0014418476780085946 0.0015163772600116914 0.0013517966938038186 0.00080916104592014494 0.00066196923403730851 0.001111166830487189 0.00048826355042873819 0.0016859338375423147 0.0011625548142269731
leaf_weight=60 90 77 81 52 78 53 53 72 72 579 75 334 75 636 145 60 66 68 54 93 76
leaf_count=60 90 77 81 52 78 53 53 72 72 579 75 334 75 636 145 60 66 68 54 93 76
internal_value=0 0.00137604 0.00139662 0.00141416 0.000782169 0.00102253 0.00143738 0.000919137 0.00137195 0.00141046 0.00150897 0.00143681 0.00117724 0.00156181 0.00136926 0.000797276 0.000494911 0.00128485 0.000657466 0.00153806 0.00128688
internal_weight=0 2559 2469 2392 390 134 2258 264 1180 985 1078 913 195 782 296 186 126 143 114 729 221
internal_count=2949 2559 2469 2392 390 134 2258 264 1180 985 1078 913 195 782 296 186 126 143 114 729 221
is_linear=0
shrinkage=0.0032998


Tree=6420
num_leaves=26
num_cat=0
split_feature=2 133 16 16 403 457 148 49 49 4 4 0 12 1453 50 16 16 1456 52 4 403 42 4 4 0
split_gain=0.456871 0.257864 0.278182 0.333859 0.278328 0.232825 0.23678 0.219264 0.202876 0.188342 0.176719 0.166956 0.153528 0.149946 0.191077 0.194753 0.158467 0.146691 0.138518 0.11847 0.107349 0.18559 0.0606184 0.0567676 0.0493575
threshold=0.13554000000000002 0.09142500000000002 -0.014129999999999998 -0.019749999999999993 -0.080719999999999986 -0.086804999999999979 -0.064274999999999985 0.11447000000000002 0.09721500000000001 0.51152500000000012 -0.085189999999999974 -0.13409999999999997 0.096675000000000025 -0.047844999999999992 0.077920000000000003 -0.5020199999999998 -0.089629999999999974 0.083250000000000018 0.11122500000000002 -0.0023699999999999997 -0.53379499999999991 0.094350000000000003 -0.013634999999999998 0.17176000000000005 -0.049474999999999998
decision_type=2 2 2 2 2 2 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 9 13 24 -3 -8 18 -1 15 -15 -16 -13 20 -14 -12 22 -22 -10 -2
right_child=7 10 4 -5 5 6 11 -9 23 -11 12 17 19 14 16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=-0.0016264511621045194 -0.012829015284600816 0.016347232934082488 -0.0082353778145026792 0.020197316300500329 0.014402498312843591 -0.0065471237604064732 0.013323378709641152 0.0072081142226807539 -0.0045065065022859892 0.0031681379108194135 0.0061654624323880724 0.0026268073609632238 0.0079870638739852565 0.012315016049360054 0.01661573638495294 0.00524375478513287 0.0082434464685612902 0.011646897291504917 0.003562655785195201 -0.001555333014547961 0.014777658170056973 0.022907812065259391 0.006638983161052177 0.0033520968005513862 -0.0054110631087892647
leaf_weight=52 52 94 56 53 57 64 52 57 52 53 55 599 86 131 105 717 168 56 62 64 53 54 53 52 52
leaf_count=52 52 94 56 53 57 64 52 57 52 53 55 599 86 131 105 717 168 56 62 64 53 54 53 52 52
internal_value=0 0.00634864 0.00555405 0.00709311 0.00323647 0.00401452 0.0032442 -0.00171922 0.00654783 -0.0049718 0.0097218 0.00413309 0.00825907 0.00717955 0.00758963 0.00633825 0.0114701 0.00340073 0.0106111 0.00390366 0.0126353 0.0148481 0.0107253 -0.00055993 -0.00913731
internal_weight=0 2735 2214 1330 884 828 771 214 1277 157 521 707 427 1173 1121 848 273 655 277 150 215 160 106 104 104
internal_count=2949 2735 2214 1330 884 828 771 214 1277 157 521 707 427 1173 1121 848 273 655 277 150 215 160 106 104 104
is_linear=0
shrinkage=0.16829


Tree=6421
num_leaves=25
num_cat=0
split_feature=4 2 12 150 4 2 2 3 4 2 2 15 47 484 156 0 15 0 159 157 49 4 15 12
split_gain=11.1631 5.04613 2.20979 1.25307 0.935425 1.24282 0.620266 0.528601 0.495705 0.492253 0.432797 0.364816 0.416902 0.388046 0.519403 0.311815 0.280392 0.19425 0.150592 0.131867 0.19543 0.155071 0.171515 0.0680479
threshold=0.31392000000000003 0.13388500000000003 1.0000000180025095e-35 0.084800000000000014 -9.4999999999999992e-05 0.084245000000000014 0.093320000000000014 -0.082634999999999986 -0.078249999999999986 0.091290000000000024 0.14870000000000003 0.097415000000000015 0.10297500000000002 0.065750000000000017 0.086860000000000007 -0.11167499999999998 -0.46483499999999994 -0.083514999999999992 -0.0020949999999999996 -0.064429999999999987 -0.0073549999999999996 0.059230000000000012 -0.076194999999999999 0.096265000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -2 -7 11 -3 12 13 17 -15 -9 -17 -4 -13 -11 -21 22 -22 -14
right_child=7 10 9 -5 6 8 -8 15 -10 19 -12 18 23 14 -16 16 -18 -19 -20 20 21 -23 -24 -25
leaf_value=0.00047093108447904443 0.00069523705524149099 0.0006885470902380093 0.0013405266218765393 0.00063252589512309033 0.0014912320098536427 0.0012020296485094853 0.0010318633121578749 0.00053254862070192149 0.00084963309555838708 0.0012566602715617728 0.00029274428983131715 0.0012019669195170344 0.0011441976943607835 0.001276461947482521 0.00086527936003916021 0.00043361847812047857 0.00012830903338768255 0.0012478535965375222 0.00097087866761148866 0.00091694952185382612 0.0012948776745373282 0.00099923197314165835 0.0011231989706537353 0.00097552284523356959
leaf_weight=52 86 56 592 102 68 103 62 98 77 82 66 58 64 86 56 68 64 454 72 53 84 83 311 52
leaf_count=52 86 56 592 102 68 103 62 98 77 82 66 58 64 86 56 68 64 454 72 53 84 83 311 52
internal_value=0 0.00113057 0.00116242 0.000956449 0.00104762 0.000921507 0.00127242 0.000473999 0.00105148 0.00120909 0.000474713 0.0012428 0.00125957 0.00127816 0.00111455 0.000391122 0.000285857 0.00130034 0.00107425 0.00113019 0.00111059 0.00113199 0.0011598 0.00106889
internal_weight=0 2633 2511 464 362 232 130 316 180 2047 122 1434 1304 1188 142 230 132 1046 130 613 531 478 395 116
internal_count=2949 2633 2511 464 362 232 130 316 180 2047 122 1434 1304 1188 142 230 132 1046 130 613 531 478 395 116
is_linear=0
shrinkage=0.0032998


Tree=6422
num_leaves=23
num_cat=0
split_feature=2 3 151 3 2 9 160 13 3 13 13 160 151 42 160 150 0 133 13 12 2 2
split_gain=0.361517 0.210875 0.264253 0.278569 0.190722 0.16413 0.164301 0.281599 0.784291 0.225945 0.214015 0.196383 0.171605 0.144 0.140441 0.135662 0.139497 0.118955 0.111261 0.0939006 0.0843259 0.151532
threshold=0.13554000000000002 0.092005000000000017 -0.051109999999999996 0.12745000000000004 0.096435000000000007 -1.0000000180025095e-35 -0.022144999999999995 0.08734500000000002 -0.10859999999999999 0.056735000000000001 0.17888000000000001 -0.081849999999999992 0.0035100000000000005 -0.047584999999999995 -0.068619999999999987 0.083935000000000023 -0.14920999999999998 0.087855000000000003 -0.070339999999999986 1.0000000180025095e-35 0.08895500000000002 0.10697500000000001
decision_type=2 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 7 8 -7 12 20 18 15 -12 -2 16 -8 -13 -10 -16 -11 -22
right_child=14 2 3 -5 -6 6 9 -9 11 10 13 17 -14 -15 19 -17 -18 -19 -20 -21 21 -23
leaf_value=-0.00091154065861534278 0.0059862310167451581 0.011002984610239701 -0.01471493962682489 0.0057032785654750643 -0.00033395739147811101 -0.016056070744605345 0.016243483208545892 0.015596307113589163 0.00558775302963848 -0.0055359022014700929 0.014333438264507328 -0.0041783577968661067 0.018071368731915782 0.0025455548718266289 -0.00068502465121780332 0.0016115143103846929 0.0082144445260732297 0.0058584126163280818 0.011952073738116178 -0.0093854553811110186 0.0079289081354726714 -0.0043778834350122571
leaf_weight=80 58 61 52 80 53 53 65 60 319 59 64 83 52 55 102 84 1241 56 104 54 62 52
leaf_count=80 58 61 52 80 53 53 65 60 319 59 64 83 52 55 102 84 1241 56 104 54 62 52
internal_value=0 0.00610308 0.00139338 -0.00176548 -0.00747308 0.00656784 0.00681696 0.00458278 0.00350537 0.00768563 0.0034064 0.00535333 0.00855092 0.00890035 -0.00107236 0.00819346 0.00861543 -0.000121842 0.00715675 -0.00370823 -0.000362288 0.00229952
internal_weight=0 2735 246 185 105 2489 2409 675 615 1734 292 562 1442 119 214 1390 1306 139 423 156 173 114
internal_count=2949 2735 246 185 105 2489 2409 675 615 1734 292 562 1442 119 214 1390 1306 139 423 156 173 114
is_linear=0
shrinkage=0.16829


Tree=6423
num_leaves=13
num_cat=0
split_feature=3 10 1 1213 43 159 0 13 43 13 13 1374
split_gain=0.268252 0.187641 0.168205 0.134757 0.259045 0.120863 0.119605 0.132965 0.196967 0.448628 0.225899 0.147168
threshold=0.28833000000000003 -0.00189 0.10956 0.09338500000000001 -0.013934999999999998 0.090175000000000019 0.15628500000000004 0.26379000000000002 -0.15961499999999998 0.15415000000000004 0.098240000000000008 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -2 7 8 9 -3 11 -10
right_child=5 3 -4 4 -6 -7 -8 -9 10 -11 -12 -13
leaf_value=-0.0074053038867685 -0.0081834762197500882 -0.013424726315296532 0.0044089315153940005 0.019798900858497982 0.0047141679056799573 0.002720673235965029 0.012855205373063611 0.011425593510892802 -0.00307856433172931 0.0072527280409797959 -0.0037150876910313625 0.0054921299504497442
leaf_weight=64 64 54 73 52 86 52 54 84 58 66 82 2160
leaf_count=64 64 54 73 52 86 52 54 84 58 66 82 2160
internal_value=0 0.00496786 -0.00109701 0.00527672 0.0104113 -0.00327992 0.00499902 0.00482888 0.00459916 -0.00203716 0.00494618 0.0052672
internal_weight=0 2833 137 2696 138 116 2558 2504 2420 120 2300 2218
internal_count=2949 2833 137 2696 138 116 2558 2504 2420 120 2300 2218
is_linear=0
shrinkage=0.16829


Tree=6424
num_leaves=24
num_cat=0
split_feature=2 0 15 15 0 1446 480 47 1 151 47 1447 0 0 50 2 0 1452 0 15 2 2 2
split_gain=0.253731 0.132913 0.154033 0.178013 0.21738 0.151946 0.172849 0.175122 0.231142 0.278238 0.144566 0.123942 0.16473 0.165386 0.0912079 0.108724 0.107545 0.088657 0.0777892 0.0693398 0.0601179 0.0590436 0.0658687
threshold=0.17553000000000005 0.15628500000000004 0.084985000000000019 0.09295500000000001 -0.086274999999999977 0.090195000000000011 0.085090000000000013 0.080075000000000021 0.080320000000000016 -0.089594999999999994 0.094695000000000015 -0.064864999999999992 -0.078989999999999991 -0.088724999999999984 0.089430000000000023 0.084450000000000011 -0.083514999999999992 0.081315000000000012 -0.10147999999999999 -0.15973499999999999 0.084915000000000004 0.097925000000000012 0.092320000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 20 6 7 8 17 -10 19 -5 13 -13 15 -6 -17 -1 -12 -9 -4 22 -14
right_child=-2 -3 3 11 14 -7 -8 10 9 -11 18 12 21 -15 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0046204231050423769 -0.0062885972080232869 0.012388019260437807 0.018420353694348131 0.01077406810083927 -0.0021484365479943353 -0.0040782022657896077 0.010481599514846184 0.0071833800637864298 0.010653262815681604 -0.0014004060868992782 0.0087280384712107254 0.003381202620002524 0.0050667699777093957 -0.0093717424555929563 0.011116185902092117 0.011688591672005175 0.0038268410704198059 -0.002493389443549039 0.0022402887736442285 0.015761316782812701 0.010386540190669046 0.0078821854947324285 -0.0020867144543221827
leaf_weight=711 68 54 57 54 54 80 93 55 60 564 74 56 103 59 79 71 165 53 183 54 52 94 56
leaf_count=711 68 54 57 54 54 80 93 55 60 564 74 56 103 59 79 71 165 53 183 54 52 94 56
internal_value=0 0.00410189 0.00394297 0.00576298 0.0079894 0.00309201 0.00340355 0.00302724 0.00216177 -0.00023852 0.00630447 0.00323687 0.00212598 -0.00314599 0.00603057 0.00463898 0.00619964 0.00412457 0.00411535 0.0114495 0.0146042 0.00452943 0.002536
internal_weight=0 2881 2827 900 478 1927 1847 1754 1388 624 366 422 368 115 369 290 236 764 257 109 109 253 159
internal_count=2949 2881 2827 900 478 1927 1847 1754 1388 624 366 422 368 115 369 290 236 764 257 109 109 253 159
is_linear=0
shrinkage=0.16829


Tree=6425
num_leaves=20
num_cat=0
split_feature=3 133 52 1373 4 124 13 4 147 1456 12 475 12 13 3 3 13 3 51
split_gain=0.381918 0.536316 0.48137 0.202443 0.161392 0.152307 0.198699 0.157637 0.195283 0.186955 0.277387 0.178164 0.235084 0.196537 0.0960595 0.0857369 0.0716986 0.0586821 0.000824566
threshold=-0.13117499999999996 -0.0078599999999999972 0.0054700000000000009 1.0000000180025095e-35 0.51292000000000015 -0.077709999999999987 -0.0094049999999999984 -9.4999999999999992e-05 0.086295000000000011 0.088830000000000006 0.085760000000000017 -0.028509999999999997 0.091345000000000023 -0.025319999999999999 0.0048000000000000013 -0.15963499999999997 -0.081464999999999982 -0.072649999999999978 -0.055414999999999992
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 15 4 5 6 16 8 9 10 -7 -9 13 -13 -6 18 -2 -14 -3
right_child=3 2 -4 -5 14 7 -8 11 -10 -11 -12 12 17 -15 -16 -17 -18 -19 -20
leaf_value=-0.0033249686235767616 -0.0013568939885591402 0.0059125164533375034 0.028053434480688408 0.011646392609341109 0.0020354390706548327 -0.0011920780731632401 -0.0094692902332518154 -0.0026535726177090938 0.012165500595381918 0.011797038676628301 0.003881297307105144 0.0062907899003029396 0.0051563382916615377 0.013981634249053902 -0.0081252771570258613 0.014211172002543361 0.0074567314279450417 -0.00017241293962392821 0.0072576725371523917
leaf_weight=65 52 52 53 89 53 427 55 58 66 63 1066 217 139 168 52 72 52 100 52
leaf_count=65 52 52 53 89 53 427 55 58 66 63 1066 217 139 168 52 72 52 100 52
internal_value=0 0.0101441 0.013975 0.0037471 0.00347263 0.00374842 -0.00128063 0.00409626 0.00319136 0.00280955 0.0024291 0.00624575 0.00707581 0.00965146 -0.00297942 0.00972527 0.00303264 0.00291922 0.00660237
internal_weight=0 294 229 2657 2568 2463 159 2304 1622 1556 1493 682 624 385 105 176 104 239 104
internal_count=2951 294 229 2657 2568 2463 159 2304 1622 1556 1493 682 624 385 105 176 104 239 104
is_linear=0
shrinkage=0.16829


Tree=6426
num_leaves=16
num_cat=0
split_feature=14 3 12 13 13 376 0 11 3 16 150 42 0 3 10
split_gain=0.387546 0.224468 0.193274 0.361669 0.186048 0.24039 0.162565 0.156543 0.270506 0.169587 0.258873 0.276631 0.138435 0.22755 0.201812
threshold=0.020750000000000005 -0.15041499999999997 -0.084509999999999988 -0.0088749999999999992 -0.11210999999999999 1.0000000180025095e-35 0.15312500000000004 0.079700000000000007 -0.16270999999999997 -0.53870999999999991 0.10451000000000001 0.08400500000000001 0.019150000000000004 -0.015169999999999998 -0.0093599999999999985
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 7 9 -9 -4 12 -12 14 -14 -11
right_child=1 -3 6 -5 5 -7 -8 8 -10 10 11 -13 13 -15 -16
leaf_value=0.01032934571280384 0.021401395099175442 0.0058532264833136959 -0.0060233378415067811 -0.012317753073561566 -0.0079875744844738437 0.0060566103779096485 0.012777552125953792 0.0023868056877139744 0.017650788951816349 0.013678855215887664 0.020143201963369817 0.0036031061797999315 -0.010308427757920091 0.0051393294762161132 0.003052611496291479
leaf_weight=59 53 53 55 62 69 69 55 75 59 52 53 63 56 52 2066
leaf_count=59 53 53 55 62 69 69 55 75 59 52 53 63 56 52 2066
internal_value=0 0.0136443 0.00327449 -0.00110312 0.00241723 -0.000952463 0.00371362 0.00351595 0.00912092 0.00320186 0.00341928 0.0111757 0.00301427 -0.00285398 0.00331435
internal_weight=0 106 2845 259 197 138 2586 2531 134 2397 2342 116 2226 108 2118
internal_count=2951 106 2845 259 197 138 2586 2531 134 2397 2342 116 2226 108 2118
is_linear=0
shrinkage=0.16829


Tree=6427
num_leaves=31
num_cat=0
split_feature=1 2 12 14 51 2 12 2 2 12 106 12 2 1 1213 402 403 51 403 2 51 1 12 49 2 2 43 12 2 12
split_gain=14.7886 3.49078 3.13502 2.098 1.07371 1.10611 0.936692 0.657394 0.656318 0.592768 0.548768 0.464985 0.308927 0.271342 0.253654 0.340671 0.314683 0.222343 0.216144 0.133188 0.125777 0.279126 0.110159 0.105112 0.109775 0.103268 0.0697454 0.0346413 0.032606 0.00137781
threshold=0.10123500000000001 0.11487000000000001 0.085075000000000026 0.064610000000000015 0.10532000000000001 0.17553000000000005 0.056995000000000011 -1.0000000180025095e-35 0.10615500000000001 0.098180000000000003 0.016860000000000003 0.095330000000000012 0.10523 0.085410000000000014 -0.086579999999999976 0.095250000000000015 -0.23413499999999995 0.0064150000000000014 -0.0051499999999999992 0.085865000000000011 -1.0000000180025095e-35 0.12040000000000002 0.10411000000000002 0.059130000000000009 0.090295000000000014 0.10393500000000001 -0.042349999999999992 0.11296000000000002 0.085325000000000012 0.089035000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 6 5 20 8 10 13 14 -2 -4 -9 -1 18 16 26 -18 -8 -15 -3 -22 -13 24 -11 -25 -16 -26 -20 -17
right_child=1 4 11 -5 -6 -7 9 12 -10 23 -12 22 -14 19 15 29 17 -19 28 -21 21 -23 -24 25 27 -27 -28 -29 -30 -31
leaf_value=0.001262340250180548 0.00024237134015186107 0.00057297555859755068 0.0014478971128747459 0.0017778228821157191 0.00080802915930159756 -9.8484235144403719e-05 0.00099003858817094765 0.00099739443535861914 0.00072056395530217907 0.0012071929645440576 0.00069813094734670796 0.0011782068195391978 0.0006616632241049638 0.0011710185466180716 0.0012217900876885662 0.0015198906358961997 0.0013220167600553425 0.0011699591964239083 0.0013149513512093183 0.00095514471852136589 0.00053674199302832936 0.00020791904325845293 0.00099339472333354918 0.0013196095166094714 0.0010753014729232421 0.0011088831960431378 0.0010606532954263352 0.0009605014823941202 0.0011923653166806781 0.0014520332204412633
leaf_weight=102 61 60 57 80 64 52 54 53 52 58 55 83 71 52 58 52 996 122 52 88 61 53 68 54 90 55 73 55 68 52
leaf_count=102 61 60 57 80 64 52 54 53 52 58 55 83 71 52 58 52 996 122 52 88 61 53 68 54 90 55 73 55 68 52
internal_value=0 0.00071266 0.000895325 0.0012522 0.000430354 0.000323246 0.00123247 0.000638031 0.00105877 0.00126022 0.000458768 0.00119203 0.000805445 0.0011313 0.00128716 0.00130264 0.00128732 0.00130546 0.00116661 0.00103558 0.000449483 0.000384177 0.00109521 0.00112824 0.00108223 0.0012136 0.00113227 0.001032 0.00124578 0.0014863
internal_weight=0 738 448 2213 290 226 2133 240 294 1839 116 208 124 242 1527 1353 1249 1118 174 140 174 114 151 312 203 109 131 145 120 104
internal_count=2951 738 448 2213 290 226 2133 240 294 1839 116 208 124 242 1527 1353 1249 1118 174 140 174 114 151 312 203 109 131 145 120 104
is_linear=0
shrinkage=0.0032998


Tree=6428
num_leaves=27
num_cat=0
split_feature=1 3 2 3 2 4 1 2 15 1213 4 2 3 151 2 50 43 43 52 52 3 15 133 4 43 43
split_gain=11.9846 3.00702 1.7507 1.66263 1.32037 0.956489 0.706278 0.557348 0.54688 0.439272 0.419816 0.398844 0.584914 0.279325 0.270225 0.250415 0.221208 0.230376 0.20212 0.201082 0.166876 0.163775 0.147884 0.0795163 0.0752466 0.0697556
threshold=0.10509 -0.060719999999999989 0.14808000000000002 0.10402500000000002 -1.0000000180025095e-35 0.097095000000000015 0.090540000000000023 0.10836000000000003 -0.13843999999999998 0.030480000000000004 -0.043174999999999991 -1.0000000180025095e-35 -0.051469999999999995 -0.03268999999999999 0.082165000000000016 0.067370000000000013 -0.27619499999999997 -0.0074499999999999992 -1.0000000180025095e-35 -0.091869999999999993 -0.086284999999999987 0.086305000000000007 0.093845000000000026 -0.078249999999999986 -0.06512999999999998 -0.017474999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 6 -3 19 7 9 -6 14 -9 -8 23 -10 15 18 -16 -18 -1 -2 -11 -22 -12 -13 -25 -17
right_child=1 2 -4 -5 8 -7 11 10 13 20 22 12 -14 -15 16 25 17 -19 -20 -21 21 -23 -24 24 -26 -27
leaf_value=0.0013412592523969671 0.0013592152103361632 0.00034204018769349318 0.00014047969734154279 0.00070533494387690855 0.0005901554735371023 0.00078210222046629801 0.00083846472028126522 0.0008916477265545178 0.00072571620214962576 0.00156432160783482 0.0012951735431267577 0.0013146024347114155 0.00086896478693553937 0.0010260772396272558 0.0010635679530591607 0.0013453976524198409 0.0012897350260887819 0.0011899058354857446 0.001619839916899832 0.0010784981388372193 0.001465383255030912 0.0012477412955306923 0.001065936319423727 0.0012566522916585834 0.0011140096222202059 0.0011726686186079567
leaf_weight=62 65 100 89 66 90 91 53 70 54 66 85 77 65 95 73 54 734 404 57 52 83 76 52 84 94 60
leaf_count=62 65 100 89 66 90 91 53 70 54 66 85 77 65 95 73 54 734 404 57 52 83 76 52 84 94 60
internal_value=0 0.000711219 0.000552868 0.00122279 0.000661032 0.00103689 0.00123796 0.00126417 0.000794353 0.00128433 0.00110147 0.00110607 0.00115028 0.000917458 0.00126298 0.00136741 0.00124286 0.00125433 0.00147499 0.00123475 0.0014212 0.00136157 0.00120842 0.00122185 0.00118152 0.0012548
internal_weight=0 636 428 2315 339 208 2249 1876 239 1669 207 373 320 149 1444 233 1211 1138 119 117 225 159 137 255 178 114
internal_count=2951 636 428 2315 339 208 2249 1876 239 1669 207 373 320 149 1444 233 1211 1138 119 117 225 159 137 255 178 114
is_linear=0
shrinkage=0.0032998


Tree=6429
num_leaves=18
num_cat=0
split_feature=14 4 39 151 1 0 4 13 2 15 0 1427 13 39 0 4 40
split_gain=0.294761 0.179078 0.205088 0.291118 0.20586 0.184323 0.604829 0.183405 0.188433 0.224883 0.160453 0.188565 0.145073 0.140088 0.132207 0.192123 0.108272
threshold=0.020750000000000005 0.24099500000000004 0.0047850000000000011 0.077805000000000013 0.12829500000000002 -0.11167499999999998 0.0048200000000000005 -0.16392499999999996 0.11741500000000001 -0.41343999999999997 -0.097774999999999987 0.081395000000000009 -0.0093249999999999982 0.088090000000000016 -0.11214999999999999 0.50779500000000011 -0.065744999999999984
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 -3 14 -10 -7 -12 -2 -4 -9 -16 -15
right_child=12 7 13 -5 -6 10 -8 8 9 -11 11 -13 -14 16 15 -17 -18
leaf_value=-0.0099333056190048768 0.0070763081553398303 0.0088476811161602494 -0.0065882077266947413 0.015814328651102959 0.015443090349902711 0.01269202505122757 0.011376763257420873 0.0069854288184728105 0.00071025516176344966 -0.013909445453870777 0.0046232143497707831 0.014076061278947529 0.019603336143870182 0.0072604210081546978 -0.0077506596753676056 0.006113649659064563 -0.0026907875401337117
leaf_weight=88 52 72 66 74 53 79 66 99 66 54 1826 62 54 72 62 52 54
leaf_count=88 52 72 66 74 53 79 66 99 66 54 1826 62 54 72 62 52 54
internal_value=0 0.00442748 0.00497167 0.00542262 0.00506807 0.00480797 -0.000788753 0.0011445 -0.000515657 -0.00585364 0.00524706 0.00493459 0.013475 -0.000298823 0.00248322 -0.00141083 0.00298136
internal_weight=0 2845 2440 2248 2174 2121 154 405 333 120 1967 1888 106 192 213 114 126
internal_count=2951 2845 2440 2248 2174 2121 154 405 333 120 1967 1888 106 192 213 114 126
is_linear=0
shrinkage=0.16829


Tree=6430
num_leaves=29
num_cat=0
split_feature=4 12 124 12 150 16 4 15 11 12 16 49 159 47 49 4 51 132 16 15 12 15 1212 160 12 1213 403 12
split_gain=15.3674 5.2908 1.37283 1.14378 1.01241 0.882897 0.855959 0.87233 0.842659 0.733838 0.674166 0.637873 0.472797 0.401768 0.357297 0.482461 0.253042 0.276202 0.239684 0.181418 0.176981 0.175445 0.170837 0.158124 0.13136 0.167175 0.122399 0.104114
threshold=0.31392000000000003 0.078120000000000009 -0.059944999999999991 0.093815000000000023 0.08926000000000002 -0.105305 0.51395000000000002 -0.43091499999999999 0.074925000000000005 -0.092979999999999993 -0.53342999999999996 -0.008624999999999999 0.084685000000000024 0.09772500000000002 0.016520000000000003 -0.0058699999999999994 -0.13690499999999997 -0.020604999999999995 -0.0011349999999999999 -0.07879499999999999 0.083885000000000015 -0.0065999999999999991 -0.0049949999999999986 -0.072884999999999991 0.086730000000000015 0.11136 -0.090624999999999983 0.088185000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 8 5 -4 7 -2 20 -1 -9 -5 14 16 15 -7 -13 -18 -19 -11 21 -3 27 -8 26 -26 -24 -22
right_child=6 3 4 11 -6 12 23 10 -10 19 -12 13 -14 -15 -16 -17 17 18 -20 -21 22 -23 24 -25 25 -27 -28 -29
leaf_value=0.001012671298373262 0.00095176785517747599 0.0013616389752921421 0.0014740786586524138 0.00085686716319004479 0.00067649890802312174 0.0010662762563452197 0.00035449445392491633 0.00068003161448654812 0.001683570256223966 0.00067770847791809232 0.0002393775234235251 0.0014456308747588841 0.00077648277447870567 0.001032464694353514 0.0008847630497916735 0.0014492213190485847 0.0014592365388159465 0.0012688421297278084 0.0010976706175361574 0.0004066733992094039 0.0015633676175864915 0.0011024724707192639 0.0012590853336578527 9.9496751030725034e-05 0.001308084569712928 0.0015009430043735139 0.0014320194654135264 0.0013684132676938735
leaf_weight=57 55 58 68 52 62 104 55 78 91 58 74 81 55 90 53 56 58 280 137 52 76 61 57 52 633 56 299 57
leaf_count=57 55 58 68 52 62 104 55 78 91 58 74 81 55 90 53 56 58 280 137 52 76 61 57 52 633 56 299 57
internal_value=0 0.00124328 0.000959799 0.00132005 0.00106534 0.00113698 0.000471069 0.000595044 0.00137503 0.000708065 0.000465734 0.00121066 0.00105132 0.00123909 0.00112212 0.00120053 0.00127247 0.00124287 0.00121269 0.000549903 0.00135335 0.00122909 0.00136588 0.0002309 0.00135131 0.00132381 0.00140443 0.00148008
internal_weight=0 2651 565 2086 398 336 314 207 1388 167 152 698 268 646 213 160 556 475 417 110 1297 119 1178 107 1045 689 356 133
internal_count=2965 2651 565 2086 398 336 314 207 1388 167 152 698 268 646 213 160 556 475 417 110 1297 119 1178 107 1045 689 356 133
is_linear=0
shrinkage=0.0032998


Tree=6431
num_leaves=36
num_cat=0
split_feature=1 52 2 12 2 12 2 52 52 4 12 14 12 40 1 475 1 42 0 0 15 15 159 4 52 159 15 15 4 15 0 42 12 12 42
split_gain=14.1573 3.11584 1.79902 1.48595 1.06508 0.887574 0.78657 0.585213 0.906619 0.572528 0.371521 0.351273 0.334835 0.388767 0.306671 0.355657 0.264314 0.249465 0.21118 0.16379 0.285372 0.161397 0.138281 0.140153 0.134844 0.229056 0.141691 0.134727 0.124138 0.1236 0.120593 0.074426 0.0645155 0.142778 0.0544803
threshold=0.10423500000000001 -0.25811499999999993 0.17990500000000001 -1.0000000180025095e-35 0.092250000000000013 0.080020000000000022 0.11203000000000002 0.023800000000000005 -0.092084999999999986 0.26777000000000001 0.098085000000000019 0.056865000000000006 -0.12305999999999999 -0.049004999999999993 0.081720000000000015 -0.080004999999999979 0.12500000000000003 -0.079234999999999986 -0.072924999999999976 -0.086134999999999975 0.09222000000000001 -0.097144999999999981 -0.023859999999999996 -0.092854999999999979 -0.047784999999999987 -0.023859999999999996 0.079600000000000018 -0.40166999999999992 -0.085474999999999982 0.084845000000000018 -0.073574999999999988 -0.089024999999999979 0.11819000000000002 0.10742000000000002 0.086105000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 12 11 7 9 8 -6 -5 24 14 -3 27 22 -16 -8 -12 19 21 -21 -17 34 -24 30 -26 -27 -14 31 -30 -7 -25 33 -19 -1
right_child=1 2 -4 6 5 10 16 -9 -10 -11 17 -13 13 -15 15 18 -18 32 -20 20 -22 -23 23 28 25 26 -28 -29 29 -31 -32 -33 -34 -35 -36
leaf_value=0.0014454817908558563 0.0012618935102119391 0.00063304436891251157 -9.9593808115863618e-06 0.0010917825256282724 0.0010810227931499956 0.0014418860791823615 0.00050275660931039894 0.0011640887242415482 0.00051334181280040321 0.00066380374303089856 0.0012598747197478503 0.0014748676693952824 0.00032820982351603806 0.00010504198911572292 0.0009124227300678267 0.0012979377843313038 0.00079187187027900759 0.00094585325202059382 0.0010376857583003771 0.0013748882952210513 0.0011385689395480042 0.0010709036344213917 0.0010830589726998001 0.0012810211735093566 0.0013318287381111282 0.0010008312168249271 0.001218383870887367 0.00055694958984490572 0.001285362508024876 0.0011892133757343158 0.0012267258815122869 0.0014535176175916101 0.00090274921346349937 0.0011694253581190322 0.0012922412280979019
leaf_weight=66 79 59 54 98 55 52 99 59 70 53 53 70 54 52 54 53 54 76 78 149 93 109 52 63 70 78 61 61 380 262 73 59 57 57 53
leaf_count=66 79 59 54 98 55 52 99 59 70 53 53 70 54 52 54 53 54 76 78 149 93 109 52 63 70 78 61 61 380 262 73 59 57 57 53
internal_value=0 0.000646482 0.000563173 0.000621634 0.00119386 0.00109248 0.000772421 0.000892075 0.000763403 0.000941798 0.00115632 0.0012439 0.000418649 0.000342694 0.00123289 0.00116912 0.000605028 0.00105711 0.00119781 0.00122864 0.00128422 0.0011454 0.00126941 0.0012536 0.0012284 0.00117553 0.00109656 0.000449848 0.00126516 0.00124618 0.00131651 0.00136473 0.00100036 0.00104193 0.00137753
internal_weight=0 663 584 530 2302 761 304 184 125 151 577 1541 226 167 1471 536 153 243 482 404 242 162 935 816 334 209 139 115 764 642 125 122 190 133 119
internal_count=2965 663 584 530 2302 761 304 184 125 151 577 1541 226 167 1471 536 153 243 482 404 242 162 935 816 334 209 139 115 764 642 125 122 190 133 119
is_linear=0
shrinkage=0.0032998


Tree=6432
num_leaves=30
num_cat=0
split_feature=1 15 150 1 16 15 15 1 14 16 13 147 1 13 15 43 132 159 1 16 15 15 1 16 150 403 43 52 16
split_gain=12.6046 1.85904 1.77649 1.03197 1.01444 1.08384 0.88712 0.730785 0.454566 0.418055 0.331245 0.310819 0.289195 0.261407 0.218196 0.210259 0.237202 0.181996 0.187831 0.166188 0.282197 0.425936 0.131026 0.10999 0.0898471 0.0805892 0.124544 0.0716309 0.000743936
threshold=0.10932500000000002 -0.26361999999999991 0.084800000000000014 0.089625000000000024 0.31625000000000009 0.087450000000000014 -0.43091499999999999 0.13662500000000002 0.064610000000000015 0.11702000000000001 -0.088484999999999994 0.084485000000000018 0.09518500000000002 -0.0094049999999999984 -0.50173499999999993 0.00042000000000000007 0.10676500000000001 -0.085534999999999986 0.088135000000000005 -0.080789999999999987 -0.044884999999999994 0.090310000000000015 0.11497000000000002 -0.053299999999999993 1.0000000180025095e-35 -0.071919999999999984 -0.064179999999999987 0.087525000000000006 -0.093484999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 7 8 5 10 14 9 11 22 -5 15 -12 -14 -2 16 17 23 -19 27 -21 -22 -3 -1 -15 -7 -27 -17 -29
right_child=1 2 -4 4 -6 25 -8 -9 -10 -11 12 -13 13 24 -16 19 -18 18 -20 20 21 -23 -24 -25 -26 26 -28 28 -30
leaf_value=0.0010875738373438818 0.00021881590125471479 0.00084963704285944601 0.00020743223209224976 0.00047213813499529704 0.0012391491955895232 0.001153457088638739 -0.00012452576835299866 0.00040633466024042223 0.0012898747446746129 0.00105453312033495 0.00090771487949273342 0.00078264557949839632 0.0008708380053650364 0.00069018414205989774 0.00047794162720624751 0.00097325354173073903 0.00088089331510888484 0.0010502998382931272 0.0012551712341271782 0.0010965746899331598 0.00058818427975792457 0.00098854831324446304 0.00062950789494140068 0.0012732317606683168 0.00049958964228206991 0.00087055572461776083 0.0010889373010994361 0.0010732363637328819 0.0011306676200486107
leaf_weight=71 72 56 90 52 77 52 62 53 82 68 96 52 53 52 71 101 75 1074 53 54 54 64 67 78 61 54 67 52 52
leaf_count=71 72 56 90 52 77 52 62 53 82 68 96 52 53 52 71 101 75 1074 53 54 54 64 67 78 61 54 67 52 52
internal_value=0 0.000452345 0.000604223 0.00101033 0.000886269 0.000830402 0.000204722 0.000750436 0.00104789 0.000845735 0.000714496 0.00103673 0.000762463 0.00067825 0.000347719 0.00104435 0.00106387 0.00107459 0.00105997 0.000974329 0.000897178 0.000805629 0.000730016 0.001185 0.000587609 0.00104057 0.000991769 0.00103889 0.00110229
internal_weight=0 539 334 2426 564 487 205 244 1862 191 314 1780 262 166 143 1728 1351 1276 1127 377 172 118 123 149 113 173 121 205 104
internal_count=2965 539 334 2426 564 487 205 244 1862 191 314 1780 262 166 143 1728 1351 1276 1127 377 172 118 123 149 113 173 121 205 104
is_linear=0
shrinkage=0.0032998


Tree=6433
num_leaves=20
num_cat=0
split_feature=15 2 123 2 0 2 14 14 0 155 43 15 2 15 133 42 47 133 2
split_gain=15.5499 7.2544 4.42097 2.4715 2.93337 1.07614 0.872671 0.790051 0.561421 0.523111 0.449589 0.378114 0.334622 0.320136 0.304214 0.372172 0.292868 0.272161 0.221507
threshold=-0.24211499999999997 0.14132000000000003 1.0000000180025095e-35 0.10060500000000001 -0.12851999999999997 -1.0000000180025095e-35 -0.46025499999999991 0.064610000000000015 -0.10998999999999999 0.11245500000000001 -0.00017499999999999997 -0.075094999999999981 -0.0050599999999999994 0.037885000000000009 0.046800000000000008 -0.045589999999999992 0.11114000000000002 0.096875000000000017 -0.0011799999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 11 -2 -1 10 -8 14 16 -5 -4 -12 15 -6 -7 -16 -10
right_child=1 -3 12 4 9 7 8 -9 18 -11 13 -13 -14 -15 17 -17 -18 -19 -20
leaf_value=0.00095055337277121378 0.0012475649987664611 0.0006006435206995348 0.00076850216868119847 0.00071058087725648408 0.0015572393441961711 0.0016542100302465237 0.00074907144563106745 0.0019499726417542406 0.00050829623653601917 0.0017752722213754131 0.0014373054391284721 0.0010874850163883039 0.001092774211041717 0.0016045633946544693 0.0017030560571187276 0.0012264135383321399 0.0014419311959352884 0.0014093123703612443 0.00021913564820388705
leaf_weight=60 88 97 54 62 57 1226 60 78 55 59 245 56 102 270 67 113 78 76 62
leaf_count=60 88 97 54 62 57 1226 60 78 55 59 245 56 102 270 67 113 78 76 62
internal_value=0 0.00148746 0.00152014 0.00155413 0.00134381 0.00160603 0.000606016 0.00162264 0.000489025 0.00148775 0.00160858 0.000889749 0.000980752 0.00152506 0.00143344 0.00133754 0.00164154 0.00154719 0.000355367
internal_weight=0 2728 2631 2475 490 1985 237 1897 177 372 1819 118 156 515 313 170 1304 143 117
internal_count=2965 2728 2631 2475 490 1985 237 1897 177 372 1819 118 156 515 313 170 1304 143 117
is_linear=0
shrinkage=0.0032998


Tree=6434
num_leaves=20
num_cat=0
split_feature=4 123 51 2 0 4 10 482 4 484 0 150 2 2 4 52 0 52 16
split_gain=0.926255 0.300051 0.22694 0.223488 0.193879 0.590162 0.181519 0.158846 0.264598 0.198376 0.148305 0.131556 0.123062 0.0951812 0.0906447 0.0763994 0.114905 0.153512 0.0573635
threshold=0.31392000000000003 1.0000000180025095e-35 -0.10998999999999999 0.14808000000000002 -0.014704999999999998 -0.46195999999999998 -0.013164999999999998 0.076980000000000007 -0.016029999999999996 0.11512500000000002 -0.0058249999999999994 0.089810000000000015 0.10457000000000001 0.10773000000000001 -0.012384999999999998 -0.072144999999999987 -0.029849999999999998 -0.42058999999999996 -0.5061699999999999
decision_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 7 -6 -2 9 -9 11 13 -4 14 -8 -3 16 17 -1 -15
right_child=6 12 3 -5 5 -7 10 8 -10 -11 -12 -13 -14 18 -16 -17 -18 -19 -20
leaf_value=0.012292878151179557 -0.011527482905845238 0.0085395299686589349 0.0080645901160625102 -0.003654803704207552 0.01064018800215526 -0.012181681270574641 -0.0087611773256039849 0.0069266729082967842 0.021983910365165036 -0.0025459243798657081 0.007216033276531429 0.0023249549748391102 -0.0064368427733649822 0.0032012205094400651 -0.0011134403196698705 0.0076407590205829178 0.0075332479261025331 0.0239554294253339 -0.0033581545742900499
leaf_weight=86 52 52 1724 53 77 55 54 78 58 55 54 122 53 66 58 73 55 52 88
leaf_count=86 52 52 1724 53 77 55 54 78 58 55 54 122 53 66 58 73 55 52 88
internal_value=0 0.00721931 0.0076776 0.00711958 0.00738369 0.00111747 -0.00244301 0.00778886 0.0133614 0.00738925 -0.000633123 0.00768624 0.000213069 -0.00267952 0.00343345 0.0123322 0.0140974 0.0167005 -0.000535328
internal_weight=0 2651 2488 2222 2169 132 314 2037 136 1901 262 1846 163 208 110 266 193 138 154
internal_count=2965 2651 2488 2222 2169 132 314 2037 136 1901 262 1846 163 208 110 266 193 138 154
is_linear=0
shrinkage=0.16829


Tree=6435
num_leaves=19
num_cat=0
split_feature=151 15 15 12 1 9 13 160 15 1 12 39 133 1209 39 1 13 52
split_gain=0.24626 0.535833 0.314968 0.287726 0.258016 0.239036 0.228613 0.287482 0.277215 0.319146 0.192391 0.160213 0.164148 0.136658 0.108807 0.0576089 0.0501587 0.0466614
threshold=0.0041850000000000004 -0.011484999999999999 -0.2987999999999999 -0.091174999999999992 0.096255000000000021 -0.0083399999999999985 -0.092844999999999997 -0.080799999999999983 -0.07879499999999999 0.090485000000000024 0.129665 0.093500000000000014 0.41208000000000006 0.083050000000000013 0.08955500000000001 0.10389500000000002 -0.040229999999999995 0.048755000000000007
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 -4 7 -7 15 17 11 12 13 -8 -5 -9 -14 -10
right_child=1 -3 5 14 -6 6 10 8 9 -11 -12 -13 16 -15 -16 -17 -18 -19
leaf_value=-0.011084130270869028 -0.0014717528757683333 -0.014516339599012121 0.017812150566105366 0.0072451749079869478 0.01470040489141341 0.01276717380923699 0.007038683183659653 0.010725914340726115 -0.0023278285635166315 -0.014452252828122226 0.016846459124737579 -0.0017344603491354377 -0.00094950417041314355 0.012646649501029799 -0.0019846962805987732 0.0028209678393663713 0.0049075668852128843 0.0044182541386979125
leaf_weight=52 60 53 53 88 52 61 1814 53 60 57 55 61 85 133 61 53 80 56
leaf_count=52 60 53 53 88 52 61 1814 53 60 57 55 61 85 133 61 53 80 56
internal_value=0 -0.000565152 0.0061138 -0.00029784 0.00602071 0.00660619 0.00637421 0.00230163 7.02104e-06 -0.00413888 0.00699489 0.00674472 0.00699047 0.00742269 0.00345445 0.00679039 0.0018794 0.000913413
internal_weight=0 165 2822 201 112 2621 2568 340 279 173 2228 2173 2112 1947 149 106 165 116
internal_count=2987 165 2822 201 112 2621 2568 340 279 173 2228 2173 2112 1947 149 106 165 116
is_linear=0
shrinkage=0.16829


Tree=6436
num_leaves=14
num_cat=0
split_feature=4 1 11 4 2 151 4 2 12 12 2 1 49
split_gain=0.246759 0.313267 0.218593 0.221044 0.173507 0.303825 0.170665 0.171403 0.294017 0.145118 0.144937 0.108689 0.0635187
threshold=0.62720500000000012 0.14828500000000003 0.093845000000000026 -0.44205499999999992 0.092155000000000015 0.011180000000000001 0.40736500000000003 -0.085784999999999986 -0.080929999999999988 0.10923500000000001 0.14253500000000002 0.089745000000000019 0.094245000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 6 9 7 -5 -9 10 -6 -1 -11
right_child=-2 -3 -4 4 5 -7 -8 8 -10 12 -12 -13 -14
leaf_value=0.015956186824391597 -0.0064806778174516253 0.017697241668563558 -0.0045978810346110682 -0.0037114405165900696 0.0034957168121057965 -0.0078542585943010938 0.014886632953908178 0.017881296688616512 0.0052313152604466489 0.0056297044444625268 -0.004976969492407955 0.006774199936298385 0.013592899269484204
leaf_weight=73 54 54 69 57 713 70 55 54 1534 65 62 75 52
leaf_count=73 54 54 69 57 713 70 55 54 1534 65 62 75 52
internal_value=0 0.00498566 0.00474661 0.0049767 0.00462362 0.00281376 0.00564673 0.0053367 0.00566261 0.00365295 0.00281558 0.0113153 0.00918426
internal_weight=0 2933 2879 2810 2662 962 1700 1645 1588 892 775 148 117
internal_count=2987 2933 2879 2810 2662 962 1700 1645 1588 892 775 148 117
is_linear=0
shrinkage=0.16829


Tree=6437
num_leaves=30
num_cat=0
split_feature=12 15 12 150 49 16 15 12 12 15 16 15 403 484 1452 12 42 12 49 402 12 49 16 42 16 51 12 12 15
split_gain=4.24511 1.52238 0.943232 0.785065 0.753378 0.744393 0.396704 0.367388 0.271064 0.331863 0.226504 0.243325 0.207867 0.154354 0.224277 0.153791 0.211818 0.200669 0.159675 0.222632 0.199111 0.145174 0.1431 0.114083 0.150246 0.137995 0.0947109 0.083871 0.0502099
threshold=0.056995000000000011 -0.2987999999999999 0.093910000000000007 0.091155000000000014 0.119245 -0.44524499999999995 -0.14585999999999996 -0.082039999999999988 -1.0000000180025095e-35 -0.0039399999999999991 -0.071704999999999991 -0.033234999999999994 0.11307000000000002 0.087420000000000012 0.084085000000000007 0.092395000000000019 0.091465000000000005 0.090535000000000018 0.086085000000000009 -0.013669999999999998 0.087745000000000004 -0.058504999999999995 0.014185000000000001 -0.10080499999999999 0.51707500000000006 -0.010009999999999998 0.11498000000000001 0.085785000000000014 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 7 13 4 6 -4 -3 -1 10 -10 -8 -12 23 14 15 16 18 -18 19 -2 -20 -5 -11 -7 25 -25 -27 -15 -17
right_child=2 3 5 21 -6 12 8 -9 9 22 11 -13 -14 27 -16 28 17 -19 20 -21 -22 -23 -24 24 -26 26 -28 -29 -30
leaf_value=0.00014873772299151168 0.0010130667376132558 0.00099228506123335853 0.00037094689095044432 0.00050313673335408021 0.00035974816347982198 0.00093716030231775235 0.00080662925095643532 0.00044525879007440686 0.00061596442160480531 0.001029438733087983 0.00067452952051526771 0.00040300120801315558 0.00059334547787993116 0.00091429835369779622 0.00068553596454437636 0.00092746845970109769 0.00086447615124015005 0.00059222924873091401 0.0011359289815015708 0.00085837474237499369 0.00087738193202451496 0.0002658757615865055 0.00079758581884706509 0.00065266481166782102 0.00093875337770855753 0.00076223311449146619 0.00088513814043546051 0.0010904921459259647 0.0010737063527129973
leaf_weight=90 121 61 53 62 64 59 52 93 74 53 80 67 62 61 61 52 72 52 66 735 68 53 70 103 61 318 93 66 65
leaf_count=90 121 61 53 62 64 59 52 93 74 53 80 67 62 61 61 52 72 52 66 735 68 53 70 103 61 318 93 66 65
internal_value=0 0.000565205 0.000844223 0.000641568 0.000696124 0.000749196 0.000743154 0.000299621 0.000704689 0.000792097 0.000617983 0.000551011 0.000777949 0.000894357 0.000883341 0.000893114 0.00088091 0.000750592 0.000897197 0.000880282 0.00100499 0.000394097 0.000897776 0.000795946 0.000781395 0.000762652 0.000790129 0.00100614 0.00100901
internal_weight=0 819 2168 636 521 749 457 183 396 197 199 147 696 1419 1292 1231 1114 124 990 856 134 115 123 634 575 514 411 127 117
internal_count=2987 819 2168 636 521 749 457 183 396 197 199 147 696 1419 1292 1231 1114 124 990 856 134 115 123 634 575 514 411 127 117
is_linear=0
shrinkage=0.0032998


Tree=6438
num_leaves=25
num_cat=0
split_feature=4 2 151 376 124 43 1456 4 2 16 49 2 4 155 133 43 43 1446 43 4 1210 43 4 133
split_gain=5.08087 1.39564 0.745179 0.631199 0.60127 0.404447 0.293927 0.28274 0.241529 0.237479 0.268342 0.357485 0.203435 0.194971 0.228806 0.184903 0.132731 0.126128 0.125952 0.132642 0.124585 0.116529 0.113504 0.10135
threshold=0.27258000000000004 0.093320000000000014 0.011180000000000001 0.081270000000000023 -0.064554999999999987 -0.089269999999999988 0.081915000000000016 0.5567700000000001 0.14561000000000004 0.0060400000000000011 -0.021474999999999998 0.11504500000000002 -0.16523499999999997 0.083500000000000005 0.077945 -0.48891499999999993 0.0062300000000000003 0.088645000000000015 0.090280000000000013 -0.07928499999999998 -0.0074649999999999985 0.27653000000000005 -0.50324499999999983 0.087455000000000019
decision_type=2 2 2 2 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 -3 -2 15 9 12 10 -7 -12 22 14 -14 -1 17 20 19 -18 -17 -20 -6 -8
right_child=5 2 -4 -5 8 7 23 -9 -10 -11 11 -13 13 -15 -16 16 18 -19 21 -21 -22 -23 -24 -25
leaf_value=0.00095545236730475353 3.2564581409214578e-05 0.00033434365765199462 0.00024727979568301344 0.00045486667026401476 0.00067035111346227865 0.00025561383317591473 0.001000896553955279 0.00015263304737541639 0.00044363525084914658 0.00019960370172894694 0.00072672249125841065 0.00037471747916319935 0.00055994371069746759 0.00083267213018112663 0.00070825853633163635 0.00085270124543150442 0.00048045742854525337 0.00091405872615069115 0.00083981478607626509 0.0007073370106887402 0.00075074740119622908 0.00063564416499050703 0.00086489650949246491 0.00081446566068793947
leaf_weight=55 55 69 60 69 57 54 82 68 54 53 58 70 272 55 200 156 52 67 79 65 1042 53 85 57
leaf_count=55 55 69 60 69 57 54 82 68 54 53 58 70 272 55 200 156 52 67 79 65 1042 53 85 57
internal_value=0 0.000712799 0.000602804 0.000765517 0.000629693 0.000293599 0.000778046 0.000340865 0.000657831 0.000395183 0.000451944 0.000534495 0.000675068 0.000644827 0.000622864 0.000765031 0.00075809 0.000772026 0.000687152 0.000606803 0.000764053 0.000758104 0.000787052 0.0009247
internal_weight=0 2629 852 1777 792 358 1708 303 723 235 182 128 669 527 472 1569 1514 1265 249 117 1198 132 142 139
internal_count=2987 2629 852 1777 792 358 1708 303 723 235 182 128 669 527 472 1569 1514 1265 249 117 1198 132 142 139
is_linear=0
shrinkage=0.0032998


Tree=6439
num_leaves=17
num_cat=0
split_feature=3 51 151 2 52 2 3 49 1 3 160 4 49 51 49 3
split_gain=0.2298 0.164878 0.269625 0.40649 0.196021 0.189935 0.286542 0.259141 0.205447 0.196788 0.148048 0.224548 0.204482 0.108348 0.064691 0.0395965
threshold=0.3148450000000001 0.108005 0.072810000000000014 0.090835000000000013 -0.036309999999999988 0.11504500000000002 -0.11211999999999998 0.13281000000000001 0.09258000000000001 0.11500500000000001 -0.014565 -0.085189999999999974 -0.085174999999999987 0.13118000000000002 0.089215000000000017 0.085880000000000012
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 7 -7 9 14 10 11 -1 -12 -6 -8 -10
right_child=-2 4 3 -5 13 6 8 -9 15 -11 12 -13 -14 -15 -16 -17
leaf_value=0.016120187188382956 -0.0030484806426616206 0.018449929905511749 0.007936946288044127 -0.012156398015576511 0.011594337432821901 -0.0096896126050984698 0.01348024064240679 0.017113704648899272 -0.0032270076926552813 0.015370056624192422 0.014702979543169391 0.0062622515324698902 0.0040562273009167159 0.0027339855327277764 0.0052328158144748079 0.0025672463398708281
leaf_weight=76 97 55 52 63 72 55 52 56 75 56 53 486 1534 87 58 60
leaf_count=76 97 55 52 63 72 55 52 56 75 56 53 486 1534 87 58 60
internal_value=0 0.00526754 0.00490672 -0.00305509 0.00977097 0.00526495 0.00127852 0.00579309 0.00374809 0.00550477 0.00524685 0.00759855 0.00441292 0.00675752 0.00914793 -0.000638476
internal_weight=0 2890 2676 115 214 2561 300 2261 245 2205 2149 562 1587 159 110 135
internal_count=2987 2890 2676 115 214 2561 300 2261 245 2205 2149 562 1587 159 110 135
is_linear=0
shrinkage=0.16829


Tree=6440
num_leaves=33
num_cat=0
split_feature=1 1 16 2 2 2 1 2 16 41 40 11 1 43 13 2 13 16 43 13 16 1210 1210 2 1 16 16 16 403 2 2 13
split_gain=17.1615 2.54681 1.86284 1.22627 1.12455 1.12397 0.896822 0.88509 0.544991 0.480998 0.449436 0.511491 0.391349 0.328801 0.26849 0.329191 0.267348 0.252254 0.261927 0.177457 0.170198 0.227028 0.181359 0.122268 0.192055 0.121223 0.119584 0.116774 0.0811076 0.0778963 0.053137 0.0226218
threshold=0.10398500000000001 0.12381000000000002 0.51165500000000008 0.092250000000000013 1.0000000180025095e-35 -1.0000000180025095e-35 0.091280000000000014 0.16730000000000003 0.058455000000000007 0.075585000000000013 -0.034699999999999988 1.0000000180025095e-35 0.088470000000000007 -0.062434999999999997 0.011265000000000002 0.11043500000000002 -0.094609999999999986 -0.080004999999999979 -0.074359999999999996 -0.082419999999999979 -0.082244999999999985 -0.068764999999999979 -0.076234999999999983 0.079770000000000021 0.087915000000000007 -0.011849999999999998 -0.15105999999999997 -0.087969999999999979 -0.017884999999999995 -1.0000000180025095e-35 0.13966500000000001 -0.070154999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 5 -2 9 8 29 20 -5 12 14 -6 16 -16 -12 -8 -19 -18 21 -1 -22 24 -24 -25 -23 -15 -28 -3 -31 -20
right_child=1 7 -4 10 13 -7 17 -9 -10 -11 11 -13 -14 27 15 -17 19 18 31 -21 22 26 23 25 -26 -27 28 -29 -30 30 -32 -33
leaf_value=0.0015932669263122971 0.00065156402818869062 0.00034099148544935586 0.0014130644011862816 0.00090735254794137537 0.00040801580585760695 0.0012582694307046779 0.00093394325607694709 8.5715679218861102e-05 0.00079288747863953408 0.0016289120805490541 0.00099487071029083171 0.0014699094053738351 0.00089751105999334615 0.00077887945934080422 0.0011888889724201439 0.00084658077392445403 0.0014034885717826298 0.0010095446264756799 0.001333704729004291 0.0012153393114727943 0.0011210619306081904 0.0012127394462480231 0.0010752241768414248 0.0013981810054704128 0.0013278131914717887 0.0012973646603677595 0.0013179517839653012 0.00057536919470829132 0.0014262088670294508 0.00056582757031278851 0.00041370698441566911 0.0012286137551534371
leaf_weight=54 61 65 54 73 69 74 56 62 63 66 53 62 60 74 74 54 69 60 59 330 56 55 55 256 90 305 137 56 215 52 54 63
leaf_count=54 61 65 54 73 69 74 56 62 63 66 53 62 60 74 74 54 69 60 59 330 56 55 55 256 90 305 137 56 215 52 54 63
internal_value=0 0.000667719 0.000843685 0.00126314 0.000751524 0.000984389 0.00131756 0.000436942 0.000529852 0.00135206 0.00115586 0.00118165 0.00115367 0.000593373 0.00118011 0.00104475 0.00121837 0.00113055 0.00119085 0.00124796 0.00133709 0.00138837 0.00130603 0.00132065 0.00123225 0.00134343 0.00136109 0.000691485 0.00138417 0.000432738 0.000488665 0.00127973
internal_weight=0 684 388 2302 334 135 1527 296 234 1289 775 702 640 199 580 128 452 238 182 399 1223 461 762 706 145 561 407 130 352 171 106 122
internal_count=2986 684 388 2302 334 135 1527 296 234 1289 775 702 640 199 580 128 452 238 182 399 1223 461 762 706 145 561 407 130 352 171 106 122
is_linear=0
shrinkage=0.0032998


Tree=6441
num_leaves=21
num_cat=0
split_feature=3 0 43 14 49 16 1 49 16 43 3 151 160 50 15 43 43 43 1 16
split_gain=0.520495 0.488019 0.212991 0.232035 0.196042 0.185016 0.290082 0.204463 0.176317 0.172266 0.207501 0.165404 0.149356 0.168815 0.155027 0.178511 0.215739 0.161478 0.122798 0.190421
threshold=-0.071369999999999975 0.10446500000000002 -0.48891499999999993 0.078275000000000025 0.14321000000000003 -0.49353499999999995 0.11319000000000001 0.10440000000000001 -0.16318499999999997 -0.10042499999999999 0.12745000000000004 0.015440000000000001 -0.24149499999999999 0.11310000000000002 0.089955000000000021 0.018455000000000003 -0.0082999999999999984 0.097510000000000027 0.091095000000000023 -0.074254999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 11 5 6 -2 8 -7 -10 -11 12 13 -4 15 16 -14 -17 19 -16
right_child=1 -3 3 -5 -6 7 -8 -9 9 10 -12 -13 14 -15 18 17 -18 -19 -20 -21
leaf_value=0.014934578546394687 0.015569010782537841 -0.014478260830628352 -0.0034504153857933669 -0.0054757798946481716 -0.0079315422871037121 -0.0058946828168453327 0.00042944188192263271 0.01182740876029789 0.0099196488728259917 -0.00041753585016776965 0.0088543037456658511 0.013663234316278304 0.0045085832226770236 0.0079180252146204416 0.017024117753593797 -0.0068064845743565135 0.0096719242472681696 0.0054953182478613164 0.0045180047693132372 0.0069500270049169012
leaf_weight=72 74 53 102 52 52 94 70 52 68 468 80 75 867 58 101 63 313 58 100 114
leaf_count=72 74 53 102 52 52 94 70 52 68 468 80 75 867 58 101 63 313 58 100 114
internal_value=0 0.00123717 0.00593483 0.00559338 0.00210848 0.00268671 0.00822197 0.00163832 0.000889545 0.00192772 0.000932739 0.00590532 0.00557669 0.000659416 0.00606244 0.00524825 0.0058797 -0.000894905 0.00941947 0.0116909
internal_weight=0 1011 1975 1903 958 906 144 762 710 616 548 1851 1776 160 1616 1301 1180 121 315 215
internal_count=2986 1011 1975 1903 958 906 144 762 710 616 548 1851 1776 160 1616 1301 1180 121 315 215
is_linear=0
shrinkage=0.16829


Tree=6442
num_leaves=32
num_cat=0
split_feature=1 15 3 1 0 0 15 483 47 15 43 16 0 0 15 42 16 15 43 15 0 15 1212 0 52 43 1210 15 16 15 15
split_gain=17.5128 2.45869 1.78609 1.60432 1.27095 0.987537 0.825531 0.782076 0.763144 0.492593 0.487135 0.3582 0.763239 0.32017 0.315859 0.311275 0.278731 0.272964 0.497605 0.282488 0.265462 0.251048 0.247969 0.242066 0.234506 0.196901 0.129945 0.18141 0.103652 0.0902347 0.0971611
threshold=0.10921500000000002 -0.24211499999999997 -0.066229999999999997 0.091280000000000014 -0.14076499999999997 -0.06952499999999999 -0.43091499999999999 0.087605000000000002 0.091930000000000012 -0.0039399999999999991 -0.15158499999999997 0.26411500000000004 -0.072374999999999981 0.060910000000000006 0.083185000000000023 0.09087000000000002 -0.082119999999999985 -0.15300999999999995 -0.00017499999999999997 -0.011959999999999998 -0.014704999999999998 -0.032144999999999993 0.087685000000000013 -0.082784999999999984 -0.4387299999999999 -0.025879999999999997 -0.065959999999999977 0.084845000000000018 -0.082119999999999985 0.089715000000000003 -0.091664999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 15 5 28 10 7 -2 9 -4 23 12 29 20 17 -3 26 -12 24 -20 21 -7 25 -1 -19 -18 -16 -28 -5 30 -6
right_child=1 2 8 4 11 13 -8 -9 -10 -11 14 -13 -14 -15 16 -17 22 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 -32
leaf_value=0.0017001848614034937 0.0007007119528423375 0.0013347621455796202 0.00030275941430535499 0.00090854620203166504 0.0013112897442386436 0.0012885733719719434 0.00010212102179294219 0.00019715939360528259 0.00091366002087862723 0.00069437764809776494 0.0015160224689748569 0.0014230827289209444 0.000889446870326339 0.00096988940547877527 0.0016309746348949002 0.00098728207565864073 0.0013040870357662673 0.0011790078359214206 0.0012250179133574269 0.00093459055374795906 0.0014288666756985546 0.0010341552753427344 0.0011846008785013724 0.0014126112527148595 0.0013645669709881612 0.001484214843264896 0.0015822250299458971 0.0013895793781885685 0.00069605895755532837 0.0013397874967445618 0.0011143821576471693
leaf_weight=69 96 57 68 52 52 86 77 52 78 73 65 73 82 73 53 58 145 91 117 55 54 88 87 64 496 132 79 192 53 101 68
leaf_count=69 96 57 68 52 52 86 77 52 78 73 65 73 82 73 53 58 145 91 117 55 54 88 87 64 496 132 79 192 53 101 68
internal_value=0 0.000646721 0.000826429 0.0012947 0.0011236 0.00133698 0.000379797 0.000524026 0.000651202 0.000505762 0.0013689 0.00121342 0.00116279 0.00116242 0.00135188 0.00115982 0.00140477 0.00130768 0.00128979 0.00113235 0.00122391 0.0011601 0.00134104 0.00156207 0.00133586 0.00139005 0.00147626 0.00144587 0.000801626 0.00126405 0.0012
internal_weight=0 559 334 2427 481 1946 225 148 219 141 1645 376 303 301 1512 115 688 824 759 172 228 174 364 133 587 277 324 271 105 221 120
internal_count=2986 559 334 2427 481 1946 225 148 219 141 1645 376 303 301 1512 115 688 824 759 172 228 174 364 133 587 277 324 271 105 221 120
is_linear=0
shrinkage=0.0032998


Tree=6443
num_leaves=14
num_cat=0
split_feature=2 106 149 4 15 14 51 41 133 13 4 2 2
split_gain=0.493601 0.172655 0.202761 0.274887 0.141439 0.266534 0.179448 0.20997 0.206725 0.161713 0.0966054 0.0715398 0.110449
threshold=0.25063000000000007 0.085650000000000018 0.079475000000000004 0.31392000000000003 -0.14051999999999998 0.018455000000000003 0.0064150000000000014 0.075585000000000013 0.092550000000000007 -1.0000000180025095e-35 0.41552000000000006 0.113445 0.13501500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 6 7 -6 -8 -1 -5 -12 -13
right_child=-2 -3 -4 10 5 -7 8 -9 -10 -11 11 12 -14
leaf_value=0.006292629495655718 -0.010454257539612252 -0.0044051695749116049 0.013907891939343985 -0.0069431444603837633 0.0057077478490843627 -0.0041358797279684263 0.00041521980775466175 0.016568908101731134 0.011845660141120559 0.017817426424052232 0.0054061867681408689 -0.0064060501932546119 0.0033836318229799617
leaf_weight=101 61 56 71 52 1870 87 327 52 52 53 73 61 70
leaf_count=101 61 56 71 52 1870 87 327 52 52 53 73 61 70
internal_value=0 0.00483232 0.00501325 0.00478691 0.00531631 0.00499606 0.00534212 0.00600253 0.00198825 0.0102706 -0.00046293 0.00118008 -0.00116121
internal_weight=0 2925 2869 2798 2542 2388 2301 1922 379 154 256 204 131
internal_count=2986 2925 2869 2798 2542 2388 2301 1922 379 154 256 204 131
is_linear=0
shrinkage=0.16829


Tree=6444
num_leaves=23
num_cat=0
split_feature=1 43 52 52 52 151 49 50 12 12 1 43 12 1453 1212 457 43 52 12 403 11 43
split_gain=0.310655 0.259649 0.296691 0.51101 0.202697 0.209263 0.221778 0.23556 0.186225 0.242994 0.199622 0.144225 0.154084 0.162816 0.135664 0.124124 0.119405 0.113204 0.104043 0.101574 0.0425296 0.0198944
threshold=0.087055000000000007 -0.23933499999999996 -0.41694999999999993 -0.15365999999999999 -0.090304999999999983 -0.083899999999999988 -0.066414999999999988 0.067370000000000013 -0.063029999999999989 0.056995000000000011 0.080125000000000016 -0.49922499999999997 0.098085000000000019 -0.078444999999999987 0.091435000000000016 0.083585000000000007 -0.060849999999999994 -0.090084999999999985 0.10859000000000001 -0.083919999999999981 0.08184000000000001 -0.11113499999999998
decision_type=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 20 -4 -5 15 -7 -8 -1 10 -10 -11 13 -13 17 -6 21 -15 -18 -16 -3 -14
right_child=1 2 3 4 5 6 7 -9 9 11 -12 12 16 14 19 -17 18 -19 -20 -21 -22 -23
leaf_value=0.014082115095298732 0.01328812261201431 0.005977952276352989 -0.012872518198932474 0.010839108846150884 -0.011450121029507588 0.0095750689420762321 -0.0014836364528700806 0.0048046473186929683 -0.010316755523312238 0.014078615039308899 0.0039171190020860008 -0.0030149774795921193 0.0032169358305911729 0.0032801332430776116 -0.0047303487822748184 -0.00040679730841181131 -0.0065712785785381634 0.0077284631685831835 0.002347501362776493 0.0057849302870046724 0.012184788555358305 0.0077821752100877967
leaf_weight=65 53 69 77 60 58 90 480 260 52 53 60 55 55 201 52 58 68 870 81 52 60 57
leaf_count=65 53 69 77 60 58 90 480 260 52 53 60 55 55 201 52 58 68 870 81 52 60 57
internal_value=0 0.00175487 0.00124905 0.000338585 0.00135156 0.000747912 0.00168532 0.000723333 0.00523135 0.00488286 -0.00267542 0.00543229 0.00512374 0.00591226 0.00633166 -0.00594395 0.00140082 0.0068953 -0.00171076 0.000510016 0.00887878 0.00555636
internal_weight=0 1265 1212 1083 1006 946 830 740 1721 1656 112 1544 1491 1230 1175 116 261 1071 149 104 129 112
internal_count=2986 1265 1212 1083 1006 946 830 740 1721 1656 112 1544 1491 1230 1175 116 261 1071 149 104 129 112
is_linear=0
shrinkage=0.16829


Tree=6445
num_leaves=29
num_cat=0
split_feature=1 1 155 4 47 1 0 1 48 11 158 4 1 0 4 0 15 43 150 1 1 0 42 159 15 1 4 42
split_gain=20.0727 3.49227 1.75668 1.39132 0.81852 0.746314 0.83616 0.678232 0.670574 0.753052 0.590303 0.561964 0.839687 0.548254 0.499788 0.861718 0.492776 0.375747 0.350007 0.288562 0.249813 0.207317 0.207124 0.479552 0.217085 0.163594 0.107247 0.023585
threshold=0.10398500000000001 0.13612500000000002 0.091145000000000018 0.046185000000000004 0.10070000000000003 0.089825000000000002 -0.10028499999999999 0.15028500000000003 0.090935000000000016 1.0000000180025095e-35 0.081110000000000015 -0.032169999999999997 0.12000500000000001 -0.083514999999999992 -0.47860499999999995 -0.047019999999999999 -0.12776499999999999 -0.080104999999999996 0.083810000000000009 1.0000000180025095e-35 0.14078500000000002 -0.072924999999999976 0.088305000000000008 -0.0118 0.085095000000000018 0.11230000000000001 0.066300000000000012 0.092010000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 11 8 -7 20 9 13 19 -2 18 22 -15 -16 -10 -8 25 26 -3 27 23 -1 -24 -13 -5 -19
right_child=1 7 -4 10 -6 6 17 -9 16 -11 -12 12 -14 14 15 -17 -18 21 -20 -21 -22 -23 24 -25 -26 -27 -28 -29
leaf_value=0.0017122368766674923 0.00099470427174106683 0.00030212003972523901 0.0013893070821556996 0.0010037489939752973 0.001035935048845308 0.00089550590743136486 0.001114754282177922 3.2793967840959675e-05 0.0014145615660870004 0.0017605105309618952 0.0013565631676592934 0.00099405710220110653 0.0003610687595733423 0.0016314909814548174 0.0013579745683003604 0.00091993760866729301 0.0010224051673919593 0.0015288837096884742 0.00057960180067894785 0.00086880463856723147 0.00061435323268609564 0.001263850590898886 0.001507578149268276 0.0014620174641821824 0.0012206285880082572 0.00073736047487020333 0.0011950257003282018 0.0014218636024754053
leaf_weight=105 55 58 56 52 96 63 76 66 63 73 99 58 88 63 578 54 81 63 77 69 55 90 56 449 64 54 99 63
leaf_count=105 55 58 56 52 96 63 76 66 63 73 99 58 88 63 578 54 81 63 77 69 55 90 56 449 64 54 99 63
internal_value=0 0.000693258 0.000838941 0.00134635 0.000766848 0.00137963 0.00124204 0.000299147 0.00141041 0.00143198 0.00114375 0.000688933 0.000628093 0.00141443 0.00134884 0.0013206 0.00119422 0.00131668 0.000752236 0.00104782 0.000454404 0.00138757 0.00148202 0.00150951 0.00135483 0.000870607 0.00112939 0.00147565
internal_weight=0 663 484 2260 428 1941 355 179 1586 1442 319 332 277 1369 695 632 144 292 189 220 113 216 674 554 120 112 151 126
internal_count=2923 663 484 2260 428 1941 355 179 1586 1442 319 332 277 1369 695 632 144 292 189 220 113 216 674 554 120 112 151 126
is_linear=0
shrinkage=0.0032998


Tree=6446
num_leaves=15
num_cat=0
split_feature=0 15 15 160 47 14 42 1 160 483 456 1 1 1
split_gain=0.282006 0.582014 0.335429 0.269302 0.154778 0.162951 0.14291 0.176167 0.133623 0.19153 0.115169 0.0872516 0.263443 0.114997
threshold=-0.029849999999999998 -0.0025249999999999995 -0.40992999999999996 -0.54564999999999986 0.13001000000000004 -0.13131999999999996 -0.22980999999999999 0.13699000000000003 -0.015684999999999994 0.085790000000000019 0.087615000000000012 1.0000000180025095e-35 0.092845000000000025 0.10678000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 -7 8 9 -8 -10 -3 -13 -14
right_child=1 11 -4 4 -6 6 7 -9 10 -11 -12 12 13 -15
leaf_value=0.01597878009389176 -0.00069732886821470802 -0.00016450805096611534 -0.019235568627570289 0.01125765299951546 0.01383879067041812 0.013081169444640484 -2.1853258472884998e-05 -0.0035051787525591811 0.0054588391179885244 0.0066604740790263605 -0.0019708847526736248 0.015903687900976432 -0.0026985832915970951 0.0077974958124073322
leaf_weight=63 55 77 56 101 53 52 372 82 1594 180 61 58 65 54
leaf_count=63 55 77 56 101 53 52 372 82 1594 180 61 58 65 54
internal_value=0 9.44355e-05 -0.0100661 0.00509986 0.00482445 0.00462807 0.00434127 0.00414194 0.00442688 0.00215391 0.00518391 0.00454176 0.00659927 0.00204925
internal_weight=0 365 111 2558 2495 2442 2341 2289 2207 552 1655 254 177 119
internal_count=2923 365 111 2558 2495 2442 2341 2289 2207 552 1655 254 177 119
is_linear=0
shrinkage=0.16829


Tree=6447
num_leaves=14
num_cat=0
split_feature=2 10 2 0 13 14 484 479 484 0 2 1419 403
split_gain=0.221874 0.254796 0.153611 0.462042 0.244738 0.150876 0.120832 0.155246 0.133072 0.195842 0.128027 0.160067 0.155032
threshold=0.14870000000000003 -0.093904999999999988 -1.0000000180025095e-35 -0.081414999999999987 -0.007069999999999999 -0.073764999999999983 0.11628500000000001 0.07839500000000002 0.085405000000000023 -0.086659999999999987 0.084685000000000024 0.083440000000000014 -0.52017999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -4 7 8 10 -10 12 -12 -7
right_child=1 -3 5 4 -6 6 -8 -9 9 -11 11 -13 -14
leaf_value=0.0094252660784269037 0.005478179333100814 -0.009556114146992192 0.011024730993697791 -0.00044293575899314919 -0.015450508151649884 -0.0026363059814657223 0.0099167412006736077 0.011503048881728416 -0.0095214594795622713 0.0031434234325498586 0.0027717625995045741 0.012035880141768688 0.006658430974499553
leaf_weight=83 56 74 94 74 53 55 99 74 52 103 1422 55 629
leaf_count=83 56 74 94 74 53 55 99 74 52 103 1422 55 629
internal_value=0 -0.00306598 0.00403887 -0.000330272 -0.00672009 0.00439478 0.00414367 0.00390379 0.0036602 -0.00109385 0.00400202 0.00311795 0.00590842
internal_weight=0 130 2793 210 127 2583 2489 2390 2316 155 2161 1477 684
internal_count=2923 130 2793 210 127 2583 2489 2390 2316 155 2161 1477 684
is_linear=0
shrinkage=0.16829


Tree=6448
num_leaves=26
num_cat=0
split_feature=1 1 2 16 2 16 2 2 49 11 2 1 49 1 16 1 160 2 160 132 49 11 15 42 15
split_gain=12.2692 2.12867 1.45143 1.19713 1.08053 0.820849 0.769072 0.74757 0.653912 0.580674 0.427474 0.484959 0.228493 0.226663 0.22135 0.239657 0.213649 0.202444 0.180782 0.202752 0.165021 0.223269 0.159394 0.142915 0.119551
threshold=0.10749500000000002 0.12700000000000003 0.17553000000000005 0.26411500000000004 0.10060500000000001 -0.019749999999999993 -1.0000000180025095e-35 -0.032374999999999994 -0.042794999999999993 1.0000000180025095e-35 0.088555000000000009 0.087055000000000007 0.10852500000000001 0.11539500000000001 -0.085454999999999989 0.094935000000000005 0.0012900000000000001 0.13554000000000002 -0.41859999999999992 1.0000000180025095e-35 0.086035000000000014 0.08326500000000002 -0.091664999999999983 0.088485000000000022 0.083185000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 7 5 6 13 -1 -3 -6 10 14 18 20 -2 22 16 -16 -9 -12 -20 21 23 -8 -10 -24
right_child=1 2 -4 -5 8 -7 9 17 12 -11 11 -13 -14 -15 15 -17 -18 -19 19 -21 -22 -23 24 -25 -26
leaf_value=0.00090014416182964969 0.00095734750961202824 0.00019488781702566317 -6.7475410263623475e-05 0.0012447572562114745 0.00071888997669472077 0.0004381464440252933 0.0014580247186202664 0.00076937057223824877 0.00092817306722103258 0.001474176453993741 0.0013373573350607551 0.00081827086960173595 0.00092497564735135251 0.00071321948386852529 0.0011612717602597041 0.0013826568653581566 0.0013394918156678088 0.00052836442932529843 0.0011042332315977883 0.0012964757436449868 0.0012413008709803422 0.0012544094572365546 0.0011323390681408296 0.0011165736772242663 0.0013078153250886556
leaf_weight=92 89 54 56 56 68 82 65 76 104 88 55 52 95 81 593 76 87 79 407 73 83 55 57 82 218
leaf_count=92 89 54 56 56 68 82 65 76 104 88 55 52 95 81 593 76 87 79 407 73 83 55 57 82 218
internal_value=0 0.000620844 0.000403749 0.000807516 0.00115951 0.000710211 0.0011958 0.000530179 0.00102062 0.00121114 0.00119736 0.00112483 0.00106951 0.000841235 0.00123617 0.00120413 0.00118413 0.000646762 0.00115456 0.00113354 0.00111178 0.00106702 0.00130732 0.00101142 0.00127157
internal_weight=0 573 265 308 2350 252 1863 209 487 1771 1683 587 419 170 1096 756 680 155 535 480 324 241 340 186 275
internal_count=2923 573 265 308 2350 252 1863 209 487 1771 1683 587 419 170 1096 756 680 155 535 480 324 241 340 186 275
is_linear=0
shrinkage=0.0032998


Tree=6449
num_leaves=27
num_cat=0
split_feature=1 3 2 2 2 52 2 150 14 475 156 42 51 48 1446 3 16 484 131 52 0 0 1 2 2 3
split_gain=10.2129 1.7256 1.14411 0.972761 0.769585 0.765173 0.710546 0.423202 0.356581 0.307748 0.458152 0.276382 0.224916 0.222391 0.299773 0.207156 0.44747 0.205364 0.202804 0.183149 0.345473 0.337159 0.178887 0.13909 0.118045 0.111307
threshold=0.10921500000000002 -0.063264999999999988 0.17553000000000005 0.10060500000000001 -1.0000000180025095e-35 -0.074359999999999996 -1.0000000180025095e-35 1.0000000180025095e-35 0.064610000000000015 -0.048844999999999993 0.088735000000000022 0.084955000000000017 -0.10234999999999998 0.090935000000000016 0.086940000000000003 0.28833000000000003 -0.034004999999999994 0.079155000000000017 0.090175000000000019 0.024870000000000003 -0.061674999999999994 -0.082454999999999987 0.118385 0.10796500000000002 0.11248000000000001 -0.079574999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 6 4 -1 -2 -3 12 9 10 11 17 24 14 18 16 -8 -6 -11 21 -21 -14 -7 -23 -5 -15
right_child=1 2 -4 7 8 22 15 -9 -10 13 -12 -13 19 25 -16 -17 -18 -19 -20 20 -22 23 -24 -25 -26 -27
leaf_value=0.0009594985579668261 0.00132876076404312 0.00040791534918606582 0.00014824762522456061 0.0013589974147242352 0.0014601382891432249 0.0009792764999928523 0.00097842944524832612 0.00083033535184561186 0.0014779717573950716 0.0012548584811437997 0.00089159587816748601 0.0010501382623393624 0.00077649954953445087 0.0012268555864243681 0.0014793059245401285 0.00060954985777813241 0.00062954684332945112 0.0011814975704444129 0.0013777508097388715 0.0012681216341766069 0.00093462356444007464 0.0012266967257193039 0.00070526125255233993 0.00098670284015921379 0.0011504117187520187 0.0010322577921211161
leaf_weight=96 52 87 55 55 60 52 91 63 83 1048 60 65 53 81 84 73 73 60 178 103 52 52 55 59 74 59
leaf_count=96 52 87 55 55 60 52 91 63 83 1048 60 65 53 81 84 73 73 60 178 103 52 52 55 59 74 59
internal_value=0 0.000710385 0.000589114 0.00121388 0.0012488 0.000999231 0.000663844 0.00108573 0.00126441 0.00125393 0.00114432 0.0012261 0.00112157 0.00127242 0.001286 0.000757644 0.000823349 0.00132111 0.00127273 0.00107372 0.00115647 0.000995297 0.000838757 0.00109945 0.00123962 0.0011451
internal_weight=0 538 379 2385 1874 159 324 511 1778 1695 245 185 448 1450 1310 237 164 120 1226 319 155 164 107 111 129 140
internal_count=2923 538 379 2385 1874 159 324 511 1778 1695 245 185 448 1450 1310 237 164 120 1226 319 155 164 107 111 129 140
is_linear=0
shrinkage=0.0032998


Tree=6450
num_leaves=19
num_cat=0
split_feature=3 49 13 0 16 3 1443 13 160 49 49 15 403 0 13 13 160 16
split_gain=0.364767 0.270118 0.164319 0.349819 0.408852 0.160686 0.154873 0.132733 0.185723 0.171355 0.147526 0.138341 0.118386 0.090793 0.0940597 0.0855961 0.0669099 0.0495302
threshold=0.35004500000000011 -0.15734499999999998 0.0083850000000000018 0.064400000000000013 0.23599500000000004 0.11878500000000002 0.084655000000000022 -0.090854999999999977 -0.080184999999999992 -0.071579999999999991 -0.026279999999999998 -0.098139999999999991 -0.014459999999999999 -0.096444999999999989 0.15415000000000004 -0.24426999999999996 0.058535000000000011 0.55657000000000012
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 12 6 7 8 -3 16 -11 -10 -4 -14 -15 -7 -9 -5
right_child=-2 2 3 17 -6 15 -8 9 11 10 -12 -13 13 14 -16 -17 -18 -19
leaf_value=-0.0053110717196439717 -0.00679778097189332 0.010105365880886719 -0.0038237218909346546 0.014113415067945228 -0.014224674810547712 0.0037304619079288246 0.014174056115833637 0.0083493046342821547 0.0062306039976487747 -0.0023449290600143116 0.0058126083801113048 -0.00268173406767447 0.0097664082522002336 -0.0016132383098012399 0.0059502969762112333 -0.0049745172144863093 0.01605492890158491 0.0067056730987874831
leaf_weight=78 84 65 81 53 53 66 59 73 70 65 1618 167 53 101 86 62 59 52
leaf_count=78 84 65 81 53 53 66 59 73 70 65 1618 167 53 101 86 62 59 52
internal_value=0 0.00444562 0.00471972 0.00187784 -0.000527329 0.00530977 0.0056507 0.00541231 0.00213623 0.00595643 0.00549648 -4.18173e-05 0.00172863 0.00361003 0.00185557 -0.000471977 0.0118071 0.0104619
internal_weight=0 2861 2783 479 374 2304 2176 2117 302 1815 1683 237 321 240 187 128 132 105
internal_count=2945 2861 2783 479 374 2304 2176 2117 302 1815 1683 237 321 240 187 128 132 105
is_linear=0
shrinkage=0.16829


Tree=6451
num_leaves=21
num_cat=0
split_feature=4 13 40 13 48 4 0 4 0 43 0 158 43 15 16 13 16 16 0 4
split_gain=6.71935 2.14956 1.73653 0.481932 0.457547 0.451508 0.390342 0.465832 0.400022 0.357537 0.320836 0.21533 0.194871 0.176361 0.262359 0.163937 0.148756 0.14217 0.121399 0.0776556
threshold=0.31392000000000003 -0.16392499999999996 -0.034699999999999988 -0.13226499999999999 0.092600000000000016 0.024470000000000002 -0.10594499999999998 -0.020619999999999996 -0.069074999999999984 -0.084059999999999982 -0.069414999999999991 0.019155000000000002 0.065040000000000014 -0.45775499999999997 -0.4136149999999999 -0.071564999999999976 -0.33811499999999994 0.51041000000000014 -0.086834999999999982 0.5567700000000001
decision_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 10 6 7 -5 12 -10 -3 16 -8 19 15 -15 -7 -18 -13 -2
right_child=13 2 3 5 -6 11 8 -9 9 -11 -12 18 -14 14 -16 -17 17 -19 -20 -21
leaf_value=0.00043897265281385076 0.00058961513621520062 0.00086399353434035632 0.001249805508172044 0.00099616370695960002 0.00037257374233061073 0.00090893778160255477 0.0010145535055090988 0.00060584182476093791 0.00065046147540955847 0.00092591344950852881 0.00053930010244907932 0.0010695005949708104 0.00087920730683724627 0.00027348177719082814 0.00013479343380616435 0.00051202569511401479 0.00066831707854470902 0.00087402211025727284 0.00084248651253362647 0.00042123204893651869
leaf_weight=103 52 80 58 64 56 74 1283 71 63 302 58 56 132 56 54 74 126 54 52 77
leaf_count=103 52 80 58 64 56 74 1283 71 63 302 58 56 132 56 54 74 126 54 52 77
internal_value=0 0.000906901 0.000925945 0.000950898 0.00062543 0.000943268 0.000963592 0.000791144 0.000976651 0.000878466 0.000727783 0.00083566 0.00100195 0.00039527 0.000329099 0.000409539 0.000782429 0.000730224 0.000960524 0.000489381
internal_weight=0 2632 2529 2335 194 2277 1915 135 1780 365 138 362 1415 313 184 130 254 180 108 129
internal_count=2945 2632 2529 2335 194 2277 1915 135 1780 365 138 362 1415 313 184 130 254 180 108 129
is_linear=0
shrinkage=0.0032998


Tree=6452
num_leaves=16
num_cat=0
split_feature=43 42 3 15 2 4 9 43 1456 1443 4 0 15 2 0
split_gain=0.308546 0.288799 0.234249 0.137968 0.246049 0.240094 0.143909 0.15677 0.189321 0.195843 0.144354 0.114687 0.165225 0.0945959 0.0904001
threshold=-0.18906999999999999 0.0069650000000000016 0.11878500000000002 -0.42075999999999997 -0.084369999999999987 0.51734000000000002 -1.0000000180025095e-35 0.065040000000000014 -0.15322999999999998 0.059665000000000003 -0.080584999999999976 -0.074249999999999997 -0.072289999999999979 0.093765000000000015 -0.096444999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 5 -5 -2 -6 8 -8 -10 -9 12 -4 -1 -12
right_child=2 -3 11 4 6 -7 7 10 9 -11 14 -13 -14 -15 -16
leaf_value=0.0056964342595459891 -0.0091283735695300745 -0.011183839421266837 0.00068636833807240582 0.015489366881051639 -0.0037558452485332962 0.0066813635236417064 -0.0021425079331813782 -0.0055861222175079628 0.0057391599097659654 0.015372770684528211 0.0082548235092009745 0.0054366065449552425 -0.010955237709713812 -0.003349216806222952 0.001159414908756893
leaf_weight=85 52 68 102 65 52 57 83 63 1859 62 76 60 52 53 156
leaf_count=85 52 68 102 65 52 57 83 63 1859 62 76 60 52 53 156
internal_value=0 -0.00220297 0.0045449 0.00499808 0.00526241 -0.000844414 0.0049789 0.00517725 0.00571077 0.00605102 0.00154681 -0.0007938 -0.0032329 0.00220936 0.00349152
internal_weight=0 206 2739 2525 2416 109 2351 2299 2004 1921 295 214 154 138 232
internal_count=2945 206 2739 2525 2416 109 2351 2299 2004 1921 295 214 154 138 232
is_linear=0
shrinkage=0.16829


Tree=6453
num_leaves=14
num_cat=0
split_feature=3 151 39 2 34 2 401 4 4 52 4 2 39
split_gain=0.23349 0.256615 0.190591 0.174968 0.133037 0.207213 0.125989 0.228763 0.118243 0.214598 0.205422 0.093476 0.0267972
threshold=0.35004500000000011 0.053170000000000002 0.099965000000000012 0.090835000000000013 -0.049569999999999996 -0.0098549999999999974 1.0000000180025095e-35 -0.081579999999999986 -0.16523499999999997 -0.014264999999999998 -0.10429499999999998 0.084685000000000024 0.11383000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 -1 -6 8 -8 9 -7 -10 -9 -4
right_child=-2 3 12 -5 5 6 7 11 10 -11 -12 -13 -14
leaf_value=0.010899861255795151 -0.0053494517721138285 0.003410332762439764 -0.0053955115089550426 -0.0084540732242533462 -0.0056806674929787996 0.0046582756232390835 -0.0076612062875068207 0.0095495734401509474 -0.0059970658705134922 0.015992660472947326 0.0046079623032248889 0.0013593055083957948 -7.6837367003330866e-05
leaf_weight=84 84 62 57 81 60 140 67 56 53 72 1941 136 52
leaf_count=84 84 62 57 81 60 140 67 56 53 72 1941 136 52
internal_value=0 0.0036442 0.00401008 -0.0032975 0.0042984 0.00407807 0.00431634 0.000796683 0.00472876 0.00851616 0.00432518 0.00375749 -0.00287464
internal_weight=0 2861 2718 143 2609 2525 2465 259 2206 212 1994 192 109
internal_count=2945 2861 2718 143 2609 2525 2465 259 2206 212 1994 192 109
is_linear=0
shrinkage=0.16829


Tree=6454
num_leaves=13
num_cat=0
split_feature=43 15 15 151 1348 148 43 471 0 475 0 0
split_gain=0.192794 0.198875 0.191653 0.119569 0.218493 0.229471 0.167319 0.135873 0.136757 0.165182 0.128511 0.0471948
threshold=-0.18906999999999999 -0.039149999999999997 0.087450000000000014 0.053170000000000002 0.081815000000000013 -0.079234999999999986 -0.15158499999999997 0.086625000000000008 0.048595000000000006 -0.087429999999999994 -0.11262999999999999 0.12390500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -7 8 9 -8 -5 -10
right_child=3 2 -4 10 -6 6 7 -9 11 -11 -12 -13
leaf_value=0.0037225381792887991 -0.0076575487884295327 -0.014102520095937042 -0.00030575559381154112 -0.0081355022401392828 0.012533109642133642 0.012879056493959434 -0.0061569448163814903 -0.0029759702453606169 0.011211367053739225 0.0033445479918481087 0.0023914354925315996 0.0055243142068164448
leaf_weight=91 54 54 61 53 73 52 53 96 76 2101 86 95
leaf_count=91 54 54 61 53 73 52 53 96 76 2101 86 95
internal_value=0 -0.00214289 -0.00679986 0.00319064 0.00344795 0.00318479 0.00342227 0.0032184 0.00347495 0.00310993 -0.00160951 0.0080624
internal_weight=0 206 115 2739 2600 2527 2473 2421 2325 2154 139 171
internal_count=2945 206 115 2739 2600 2527 2473 2421 2325 2154 139 171
is_linear=0
shrinkage=0.16829


Tree=6455
num_leaves=13
num_cat=0
split_feature=475 2 13 160 14 1455 1447 156 13 2 151 3
split_gain=0.299999 0.289086 0.235447 0.191834 0.197702 0.198873 0.244941 0.171459 0.162414 0.363412 0.151267 0.114955
threshold=-0.08538999999999998 -0.0098549999999999974 -0.007069999999999999 0.31770000000000004 0.020750000000000005 -0.095359999999999986 -0.085574999999999984 0.081990000000000021 -0.092844999999999997 0.09056500000000002 0.059255000000000009 -0.014924999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 11 4 5 -3 -7 -1 9 -8 -10 -2
right_child=1 3 -4 -5 -6 6 8 -9 10 -11 -12 -13
leaf_value=0.004831203079397709 0.007151838109145792 0.013312422803928331 -0.010923313380128552 -0.0040050427589555541 0.011605066693202881 -0.0059390955463529448 0.0082750908018209557 0.015382628911537044 0.003890142726479153 -0.0039192015103487327 0.011198639051447742 -0.0036818205066306941
leaf_weight=85 53 58 71 91 90 78 103 91 1925 211 84 58
leaf_count=85 53 58 71 91 90 78 103 91 1925 211 84 58
internal_value=0 0.00313019 -0.00335194 0.00357775 0.00384916 0.00356456 0.00332834 0.010297 0.00364029 7.51155e-05 0.00419662 0.00147482
internal_weight=0 2822 182 2640 2549 2459 2401 176 2323 314 2009 111
internal_count=2998 2822 182 2640 2549 2459 2401 176 2323 314 2009 111
is_linear=0
shrinkage=0.16829


Tree=6456
num_leaves=16
num_cat=0
split_feature=475 42 9 3 47 3 159 3 49 51 1213 0 3 157 50
split_gain=0.207578 0.189589 0.179666 0.250377 0.171727 0.179712 0.231501 0.175166 0.300748 0.164479 0.14353 0.185282 0.158409 0.142377 0.116111
threshold=-0.08538999999999998 0.083925000000000013 1.0000000180025095e-35 -0.080294999999999991 0.11896000000000002 0.12745000000000004 0.083310000000000009 0.086845000000000019 -0.038669999999999989 -0.22508999999999998 -0.066714999999999983 -0.085089999999999985 -0.23936999999999997 -0.077764999999999987 -0.26712999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 4 -4 5 7 -7 9 -9 14 11 -11 -12 -1 -2
right_child=2 -3 3 -5 -6 6 -8 8 -10 10 12 -13 -14 -15 -16
leaf_value=0.019169784054931509 0.0026524220724384226 0.0014904064522742403 0.0039767859018905232 -0.012519982474492894 -0.0043954583948922115 0.013652286248383839 -0.00023091613469614501 0.006082935906783932 -0.0089990590486737423 0.011261460205134282 0.0098360690460413402 0.002924601599920868 0.0018830095217193374 0.0069309850416820317 0.012523298100691256
leaf_weight=53 56 67 52 52 89 97 52 64 90 121 74 203 1785 56 87
leaf_count=53 56 67 52 52 89 97 52 64 90 121 74 203 1785 56 87
internal_value=0 0.00856582 0.00260341 -0.00425432 0.00286648 0.003113 0.00879508 0.00277089 -0.00271955 0.00313518 0.00277176 0.0060436 0.00220056 0.0128984 0.00867034
internal_weight=0 176 2822 104 2718 2629 149 2480 154 2326 2183 324 1859 109 143
internal_count=2998 176 2822 104 2718 2629 149 2480 154 2326 2183 324 1859 109 143
is_linear=0
shrinkage=0.16829


Tree=6457
num_leaves=13
num_cat=0
split_feature=482 51 43 475 2 34 147 47 4 1429 15 43
split_gain=0.175014 0.190583 0.137035 0.145475 0.163383 0.267291 0.228432 0.190444 0.133973 0.114752 0.175915 0.0853208
threshold=-1.0000000180025095e-35 -0.41601499999999997 0.50266500000000003 -0.08538999999999998 -0.0098549999999999974 -1.0000000180025095e-35 0.096075000000000008 0.11566000000000001 -0.081204999999999986 0.084920000000000009 -0.013439999999999999 -0.078039999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 5 11 7 8 -6 10 -3 -5
right_child=1 2 -4 4 6 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.0071180353916670937 0.010791274284613919 0.010086812423415376 0.010238840359370423 -0.0025051951076822793 0.0042881751003865133 -0.011494297644197968 0.013112076125148748 -0.0056867246517282744 0.0014896559414498045 0.013181752403383854 -0.0032678389023076643 0.0067330104375345487
leaf_weight=53 79 60 62 58 693 66 54 87 1622 57 52 55
leaf_count=53 79 60 62 58 693 66 54 87 1622 57 52 55
internal_value=0 0.00263055 0.00240498 0.00223112 0.0019232 -0.00298106 0.00228136 0.00203713 0.00232817 0.00702154 0.0038704 0.00197538
internal_weight=0 2945 2866 2804 2635 179 2456 2402 2315 169 112 113
internal_count=2998 2945 2866 2804 2635 179 2456 2402 2315 169 112 113
is_linear=0
shrinkage=0.16829


Tree=6458
num_leaves=36
num_cat=0
split_feature=1 3 2 2 15 1 12 2 3 3 2 457 3 1 3 12 3 12 1 0 15 43 43 15 0 13 42 13 0 3 2 15 15 0 42
split_gain=14.9924 2.20788 1.32136 1.74844 1.19696 1.23643 1.19194 0.992482 0.937938 0.73359 0.706128 0.581293 0.526661 0.45993 0.82991 0.507654 0.411242 0.361235 0.330103 0.317592 0.260912 0.255651 0.214851 0.2111 0.192892 0.189586 0.179886 0.15031 0.135426 0.134811 0.152443 0.164014 0.152341 0.118931 0.0719867
threshold=0.10557500000000002 -0.069049999999999986 -0.0050599999999999994 0.14290000000000003 0.043560000000000008 0.088035000000000016 0.088435000000000014 0.11504500000000002 -0.12711499999999995 -0.12711499999999995 0.10682000000000001 0.081330000000000013 -0.0037099999999999998 0.079440000000000024 -0.0042999999999999991 0.086445000000000008 0.11878500000000002 0.087915000000000007 0.085720000000000005 -0.062714999999999979 0.097415000000000015 -0.013049999999999997 -0.072364999999999985 -0.079504999999999978 -0.086954999999999991 -0.039559999999999991 0.09087000000000002 -0.085604999999999987 -0.081994999999999985 -0.082784999999999984 0.088905000000000026 0.088645000000000015 0.09172000000000001 -0.074504999999999988 0.083865000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 7 -3 10 5 9 11 26 -6 -1 -4 12 -7 14 15 34 -12 21 -15 -5 29 22 -10 -17 -23 33 -2 -26 -8 30 31 -19 -31 -22 -11
right_child=1 2 3 19 8 6 28 -9 17 13 16 -13 -14 18 -16 23 -18 20 -20 -21 25 24 -24 -25 27 -27 -28 -29 -30 32 -32 -33 -34 -35 -36
leaf_value=0.00072205989317013068 0.0009971459618818622 -3.3631858086491982e-05 0.00089176887409908329 0.00025495717362395375 0.0015019191567567469 0.0006016682626190891 0.00094958758904172967 0.00041550059177985127 0.0012081562912965671 0.0012434206011050425 0.00031271764547501513 0.00038245562252048538 0.00097613625052608605 0.0014341349157638646 0.00064613656210831905 0.0010645161651817877 0.00064145077042052426 0.0011321675987140192 0.0010709181873310343 -9.9587771612368842e-05 0.00094339058395320741 0.0013827574729579429 0.00094955275894456235 0.00091731561129871015 0.0010378868467659814 0.00079913822015280887 0.00075270433563473862 0.0012609525994941528 0.0011765869241629427 0.00092853389055225276 0.0010095808426460442 0.0013587598091399796 0.0011280485410303238 0.0011379743994317751 0.0011299517366975553
leaf_weight=75 88 85 62 57 68 95 56 67 68 111 83 59 73 59 56 228 84 108 53 53 93 81 77 210 55 62 55 93 65 86 60 55 88 59 171
leaf_count=75 88 85 62 57 68 95 56 67 68 111 83 59 73 59 56 228 84 108 53 53 93 81 77 210 55 62 55 93 65 86 60 55 88 59 171
internal_value=0 0.000471057 0.000333863 0.000426112 0.00104261 0.000975864 0.000806831 0.000747889 0.00112568 0.00103691 0.000590382 0.000665426 0.000764593 0.00106346 0.00103468 0.00106485 0.000478279 0.00109967 0.00126257 8.38107e-05 0.00104971 0.00118119 0.00107107 0.000994021 0.00125077 0.000955574 0.000903376 0.00117829 0.00107182 0.00110036 0.00115539 0.00120884 0.00102964 0.00101915 0.00117474
internal_weight=0 634 424 339 2364 1311 348 210 1053 963 229 227 168 888 776 720 167 985 112 110 611 374 145 438 229 214 143 148 121 397 223 163 174 152 282
internal_count=2998 634 424 339 2364 1311 348 210 1053 963 229 227 168 888 776 720 167 985 112 110 611 374 145 438 229 214 143 148 121 397 223 163 174 152 282
is_linear=0
shrinkage=0.0032998


Tree=6459
num_leaves=13
num_cat=0
split_feature=156 48 12 42 14 1211 12 1 1 43 48 13
split_gain=0.149929 0.260696 0.185319 0.179617 0.193046 0.144085 0.188356 0.140529 0.266756 0.180502 0.142983 0.0335407
threshold=0.10779500000000002 0.13991500000000004 0.092085000000000014 0.14527500000000002 -0.31108499999999994 1.0000000180025095e-35 0.087915000000000007 0.13809000000000002 0.12072500000000001 -0.045139999999999993 -0.087924999999999989 -0.066869999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 7 -7 8 10 -10 -6 -8
right_child=2 -3 -4 -5 5 6 11 -9 9 -11 -12 -13
leaf_value=-0.0071582934401575385 0.014374567450633166 -0.0092972692762474975 0.0022946727894790986 0.011997315191382368 0.01113335824510292 0.01516687817996854 0.0064095751663221382 0.0096403664627476172 0.00079312220296588873 -0.01300223826724942 0.0023617342678247961 0.00054413679596155683
leaf_weight=57 69 52 76 58 54 59 54 74 54 53 2280 58
leaf_count=57 69 52 76 58 54 59 54 74 54 53 2280 58
internal_value=0 0.00250162 0.00805543 0.00272131 0.00252451 0.00273066 0.00746267 0.00240821 0.00218823 -0.0060233 0.00256545 0.00338816
internal_weight=0 2853 145 2801 2743 2686 171 2515 2441 107 2334 112
internal_count=2998 2853 145 2801 2743 2686 171 2515 2441 107 2334 112
is_linear=0
shrinkage=0.16829


Tree=6460
num_leaves=12
num_cat=0
split_feature=1374 47 149 11 1 1186 457 1429 1 1429 0
split_gain=0.43289 0.251799 0.192152 0.249607 0.231869 0.185658 0.164964 0.161086 0.138774 0.0901865 0.00756817
threshold=0.091490000000000016 0.12794000000000003 0.079475000000000004 0.078340000000000007 0.097495000000000012 0.086325000000000027 0.11742500000000002 0.086185000000000012 0.10320500000000002 0.092975000000000016 0.035525000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 -1 -9 -6
right_child=-2 -3 -4 4 10 -7 -8 9 -10 -11 -12
leaf_value=0.0016929388301373334 0.016619133497178452 0.011384633172973512 0.010213440332296368 -0.012326852543180739 -0.0015316999816527201 0.011236862712958493 -0.0078595441125547359 0.012112743498680818 -0.0015773368675089923 0.0027187658291342991 0.0012842200065315676
leaf_weight=1937 54 70 65 74 53 53 56 59 453 58 55
leaf_count=1937 54 70 65 74 53 53 56 59 453 58 55
internal_value=0 0.00140951 0.001165 0.000954151 -0.00506997 0.00137395 0.00116929 0.00137169 0.00107234 0.00747126 -8.10316e-05
internal_weight=0 2933 2863 2798 182 2616 2563 2507 2390 117 108
internal_count=2987 2933 2863 2798 182 2616 2563 2507 2390 117 108
is_linear=0
shrinkage=0.16829


Tree=6461
num_leaves=30
num_cat=0
split_feature=1 52 52 1 4 0 4 1 11 0 4 4 158 0 4 51 0 42 15 4 1 4 52 52 49 160 49 15 0
split_gain=22.251 3.91374 2.57732 1.89607 1.63556 1.46441 1.17115 0.934715 1.22588 0.895982 0.765776 0.567118 0.496548 0.4602 0.417611 0.392962 0.475351 0.274202 0.267432 0.24784 0.219782 0.200172 0.167125 0.157798 0.11406 0.100024 0.0712464 0.0652564 0.0233335
threshold=0.10331000000000003 -0.41694999999999993 0.12484500000000003 0.12448500000000001 0.053925000000000008 -0.066934999999999981 0.032770000000000001 0.091280000000000014 1.0000000180025095e-35 -0.099704999999999974 0.27998000000000006 0.27998000000000006 0.078875000000000015 0.14054500000000003 -0.17568999999999999 0.046060000000000011 -0.097774999999999987 0.094350000000000003 -0.039149999999999997 0.41823000000000005 0.14646500000000004 -0.074729999999999977 0.076585000000000014 -0.34918499999999997 -0.052284999999999991 -0.07163499999999999 0.10078000000000002 -0.43091499999999999 -0.087104999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 7 24 8 15 -9 -8 -5 18 14 -7 16 -1 -16 26 -12 27 -11 28 -18 -3 -23 -6 -13 -17
right_child=1 2 -4 11 12 13 10 9 -10 21 19 20 -14 -15 17 22 23 -19 -20 -21 -22 25 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0015634827746489998 0.0012251912911377884 0.0004062981211742458 0.0009754660352611148 0.00038730185082667316 0.00088502263526787147 0.0012700774899824022 0.0010593070528365825 0.00071603414711866008 0.0017600881151460077 0.0010369205939340801 0.00040509349479680718 0.00020486330683275355 0.0012112619324085357 0.00077250354742520728 0.00086821380020338625 0.0011808626783373485 0.0011736620438092865 0.001168177057267185 0.0011007675843329786 0.00071518254254165133 -0.00013571785882082748 0.0011700993066508577 0.0010261354039942812 0.0013199021120269229 0.00019501167219053607 0.0013666665759080575 0.0007290714900569427 4.1648923274864824e-05 0.0012899208944894304
leaf_weight=87 82 52 89 74 94 101 52 52 68 53 52 54 80 56 84 55 92 57 55 63 53 53 67 1060 62 72 54 54 60
leaf_count=87 82 52 89 74 94 101 52 52 68 53 52 54 80 56 84 55 92 57 55 63 53 53 67 1060 62 72 54 54 60
internal_value=0 0.000548423 0.000456637 0.000367081 0.00122529 0.00125832 0.000550052 0.00129542 0.00132578 0.00109875 0.000726202 0.000148145 0.000989791 0.00104416 0.00110688 0.00130497 0.0013262 0.000989725 0.000902338 0.000575275 3.80038e-05 0.00121035 0.00116024 0.00130825 0.000291697 0.0012836 0.00082836 0.000123582 0.00123807
internal_weight=0 687 605 516 2300 2017 281 1719 1489 230 167 235 283 298 242 1421 1239 141 203 115 161 178 182 1152 114 125 148 108 115
internal_count=2987 687 605 516 2300 2017 281 1719 1489 230 167 235 283 298 242 1421 1239 141 203 115 161 178 182 1152 114 125 148 108 115
is_linear=0
shrinkage=0.0032998


Tree=6462
num_leaves=32
num_cat=0
split_feature=4 12 12 43 150 12 0 4 43 49 1452 12 14 42 49 156 0 49 49 52 4 0 12 160 12 52 42 0 42 0 43
split_gain=24.7501 6.80563 2.64281 2.14231 1.58494 1.5806 1.25218 0.884557 0.754733 0.636277 0.618461 0.517216 0.39522 0.387925 0.31698 0.360506 0.686181 0.302998 0.30088 0.276077 0.232033 0.230019 0.194632 0.180287 0.160173 0.159498 0.147222 0.124592 0.106602 0.077977 0.0257371
threshold=0.27258000000000004 0.056995000000000011 0.093670000000000017 -0.031974999999999996 0.090145000000000017 0.13936000000000001 -0.105195 0.51395000000000002 -0.095964999999999981 0.093670000000000017 0.087375000000000008 -0.089399999999999993 -0.40567999999999999 0.10045500000000002 0.093290000000000012 -0.03127499999999999 -0.076914999999999997 -0.006494999999999999 -1.0000000180025095e-35 -0.092084999999999986 0.022635000000000006 -0.076384999999999995 0.087855000000000003 -0.021044999999999998 0.096510000000000012 0.087580000000000005 0.083825000000000024 -0.10071499999999999 -0.0097349999999999989 -0.16926499999999997 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 8 9 20 18 12 -1 17 13 -10 -8 14 15 -3 -17 -5 -2 -19 21 23 -16 -4 -23 -25 -26 -21 -22 -20 -30
right_child=6 2 5 4 -6 -7 7 -9 11 -11 -12 -13 -14 -15 22 16 -18 19 29 27 28 24 -24 25 26 -27 -28 -29 30 -31 -32
leaf_value=0.0015340882946581569 0.00092078748446146905 0.0022559495830736988 0.0017904623267640367 0.0020538121704080253 0.0011809207555777777 0.0012412512892994009 0.001110738942868005 0.00043573810444693056 0.0012978197860299247 0.0014577835110328411 0.002375620559294845 0.00087676210345285068 0.00072215097113217431 0.0022514093677998307 0.0019639084247049157 0.0020216502404905553 0.0017196138265514818 0.0019771813410632958 0.0011374823281257128 0.0015607690639970798 0.0015787821027214957 0.0016676892453975239 0.0016726895416618842 0.0019145570861118194 0.0017620787280004104 0.0021491180807076287 0.0019392467186365285 0.0017967434725579031 0.0017099689821338038 0.0013245239116703176 0.0018330572337248911
leaf_weight=65 52 64 62 65 58 56 55 70 67 54 53 62 61 70 53 1005 91 54 54 52 52 82 53 83 119 58 103 54 55 53 52
leaf_count=65 52 64 62 65 58 56 55 70 67 54 53 62 61 70 53 1005 91 54 54 52 52 82 53 83 119 58 103 54 55 53 52
internal_value=0 0.00185396 0.00193802 0.00151973 0.00167905 0.00177567 0.000913984 0.000729645 0.00124278 0.00178248 0.00202238 0.00109572 0.000906699 0.00200834 0.00199487 0.00201094 0.0019966 0.00186025 0.0011294 0.00178139 0.00182056 0.00185586 0.00181863 0.00194402 0.00179688 0.00201129 0.00184444 0.00168131 0.00170776 0.00123046 0.00177012
internal_weight=0 2642 2111 531 337 722 345 186 194 279 1389 129 116 1336 1266 1160 1096 225 159 160 666 507 106 203 304 141 222 106 159 107 107
internal_count=2987 2642 2111 531 337 722 345 186 194 279 1389 129 116 1336 1266 1160 1096 225 159 160 666 507 106 203 304 141 222 106 159 107 107
is_linear=0
shrinkage=0.0032998


Tree=6463
num_leaves=16
num_cat=0
split_feature=40 49 151 160 0 16 48 0 3 3 3 457 2 43 2
split_gain=0.253086 0.344522 0.300972 0.214832 0.277755 0.294209 0.235108 0.266697 0.337125 0.278582 0.349691 0.204283 0.162676 0.147607 0.121175
threshold=-0.084924999999999987 -0.073139999999999983 0.084725000000000009 -0.53420999999999996 -0.195045 -0.33811499999999994 0.12663000000000002 -0.11262999999999999 0.10766000000000002 0.088880000000000015 -0.10859999999999999 1.0000000180025095e-35 0.084095000000000017 -0.073404999999999984 0.10100500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 11 -3 5 -5 7 9 12 10 -6 13 -9 -2 -1
right_child=1 3 -4 4 6 -7 -8 8 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.0011780080849419954 -0.0039019366304789294 -0.0050492345761363215 0.021302034836608513 0.0048002590958558765 0.015533352934761284 -0.012260148751187111 0.015171970466692173 0.0057717636396033374 -0.00713019810152969 0.018744437712580143 -0.00053677511352963206 0.013610348832965465 0.0026138297565023393 0.0084156068543737132 -0.0099221956309969786
leaf_weight=57 55 82 53 53 62 62 53 698 85 64 100 76 1378 55 54
leaf_count=57 55 82 53 53 62 62 53 698 85 64 100 76 1378 55 54
internal_value=0 0.00397598 0.0100981 0.00342043 0.00369296 -0.0043819 0.00407427 0.00382711 0.00325057 0.00933201 0.00560243 0.00689591 0.00367647 0.0022405 -0.00420591
internal_weight=0 2876 239 2637 2555 115 2440 2387 2161 226 162 186 2076 110 111
internal_count=2987 2876 239 2637 2555 115 2440 2387 2161 226 162 186 2076 110 111
is_linear=0
shrinkage=0.16829


Tree=6464
num_leaves=26
num_cat=0
split_feature=1 3 4 0 1 3 52 4 1 16 1 40 13 3 3 0 1 3 159 4 4 52 4 4 131
split_gain=13.1995 4.05783 1.12663 1.12396 1.286 0.770988 0.755575 0.672248 0.570489 0.565883 0.515852 0.458947 0.448106 0.435195 0.37857 0.384501 0.405957 0.440854 0.352142 0.274931 0.229566 0.213232 0.210492 0.179153 0.120926
threshold=0.10398500000000001 -0.049204999999999992 0.51395000000000002 -0.061674999999999994 0.095920000000000019 -0.051469999999999995 0.0062600000000000008 0.053925000000000008 0.12448500000000001 0.066010000000000013 0.081540000000000015 -0.080664999999999987 -0.27740999999999993 0.090170000000000014 0.086845000000000019 -0.083844999999999989 0.089680000000000024 -0.09738999999999999 0.078065000000000009 -0.088484999999999994 0.26777000000000001 0.0030150000000000008 -0.082199999999999981 -0.055754999999999992 0.090280000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 6 4 7 -6 11 14 20 -5 23 -3 -13 -14 15 16 17 -1 21 -17 24 -9 -21 -11 -2
right_child=1 2 -4 9 5 -7 -8 18 -10 10 -12 12 13 -15 -16 19 -18 -19 -20 22 -22 -23 -24 -25 -26
leaf_value=0.0014356457715011981 0.0011093835310410855 7.9567288602636912e-05 -2.3523860112033471e-06 0.00065919080976536547 0.00099257336729967728 0.00049997564116894893 0.00078104411977381028 0.00074408853174946115 0.0005756774814105293 0.00067690092229782289 0.0011562490308663824 0.00016905545865082119 0.00033514569336861016 0.00068281668661705015 0.0008765972765362015 0.00087473168598937632 0.00093370932590697959 0.0011854627982166353 0.0011312742055710609 0.0012215146282936237 0.00077716217115278907 0.0010039333096167264 0.0010788160428990142 0.00094731969191613502 0.00089994663415929939
leaf_weight=88 81 55 87 95 83 60 53 90 58 53 90 58 79 79 61 61 62 691 71 147 59 58 559 57 52
leaf_count=88 81 55 87 95 83 60 53 90 58 53 90 58 79 79 61 61 62 691 71 147 59 58 559 57 52
internal_value=0 0.000532431 0.000330649 0.00106097 0.00108869 0.000786135 0.000420175 0.00111158 0.000864019 0.000870048 0.000970029 0.000349469 0.000418031 0.000509204 0.00113424 0.00114399 0.00119317 0.00121377 0.000938754 0.00109003 0.000950939 0.000846158 0.00110858 0.000817347 0.00102776
internal_weight=0 661 411 2326 2031 143 324 1888 250 295 200 271 216 158 1669 1608 841 779 219 767 192 148 706 110 133
internal_count=2987 661 411 2326 2031 143 324 1888 250 295 200 271 216 158 1669 1608 841 779 219 767 192 148 706 110 133
is_linear=0
shrinkage=0.0032998


Tree=6465
num_leaves=13
num_cat=0
split_feature=2 30 13 132 43 457 9 1186 43 15 4 2
split_gain=0.308421 0.303324 0.257376 0.260575 0.263097 0.217331 0.251583 0.184608 0.265018 0.188709 0.167763 0.121519
threshold=0.17553000000000005 0.086220000000000019 -0.11210999999999999 0.079320000000000015 0.086765000000000023 0.084670000000000009 0.085785000000000014 0.085080000000000003 -0.50182499999999985 0.11743500000000003 -0.0072149999999999992 0.11702000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 11 6 7 8 -4 -10 -7 -1
right_child=-2 -3 5 -5 -6 10 -8 -9 9 -11 -12 -13
leaf_value=-0.013540416698270276 -0.0073264073941431843 -0.0079885941497235997 0.016222707536302158 0.0089309837082047917 0.0047554801960963781 0.0050003204894310208 0.016463978057188442 -0.0044251903617452959 0.004508778041547523 0.011351624507585589 -0.0055082961173991661 -0.0028968577226083825
leaf_weight=65 69 58 60 58 64 76 55 58 2136 121 99 58
leaf_count=65 69 58 60 58 64 76 55 58 2136 121 99 58
internal_value=0 0.00404879 0.00429439 -0.000914288 -0.00397751 0.00478496 0.00519758 0.00493591 0.00517102 0.00487643 -0.000934288 -0.00853611
internal_weight=0 2908 2850 245 187 2605 2430 2375 2317 2257 175 123
internal_count=2977 2908 2850 245 187 2605 2430 2375 2317 2257 175 123
is_linear=0
shrinkage=0.16829


Tree=6466
num_leaves=29
num_cat=0
split_feature=1 3 3 1 15 1 12 47 12 1 11 42 15 3 1 3 156 1 1 12 15 12 15 15 3 1213 13 3
split_gain=69.4314 9.26274 4.54785 3.87498 2.16242 2.0134 1.60593 1.30581 1.09919 1.41767 1.64597 0.852794 0.796757 0.692398 0.552124 0.530008 0.459371 0.376097 0.309192 0.325043 0.278976 0.407423 0.353944 0.237647 0.158947 0.149371 0.0611719 0.00659728
threshold=0.10529500000000001 -0.06656999999999999 -0.066229999999999997 0.13612500000000002 -0.12272499999999999 0.09258000000000001 -1.0000000180025095e-35 0.10070000000000003 0.093125000000000013 0.091280000000000014 1.0000000180025095e-35 0.11033000000000003 -0.0039399999999999991 -0.115685 0.11657000000000002 -0.088484999999999994 0.083125000000000018 0.14646500000000004 0.085410000000000014 0.095175000000000023 -0.010069999999999997 0.099680000000000005 0.09172000000000001 -0.063834999999999989 -0.095554999999999987 0.062550000000000008 -0.071389999999999995 -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 2 2 2 2 2 2 2
left_child=2 4 8 7 -2 11 -7 12 9 10 13 16 14 -1 -3 -6 18 -5 19 -4 23 22 -22 27 -15 -26 -24 -10
right_child=1 3 5 17 15 6 -8 -9 20 -11 -12 -13 -14 24 -16 -17 -18 -19 -20 -21 21 -23 26 -25 25 -27 -28 -29
leaf_value=0.0061177851147429865 0.0051937547488882371 0.0050789261189610998 0.0064178277748687465 0.0046421429184692244 0.0057267742993000964 0.005347318269499057 0.0060849821958234018 0.0055708467288559252 0.0063625278615879405 0.0060815823900277378 0.0070251133365865116 0.0058426613463873544 0.0053479159272586101 0.0066875915164737862 0.0046965535698313948 0.0061376575102713568 0.0065255380947410197 0.0043057542079060684 0.0059797951813125418 0.0060876857470222971 0.0066870572005790765 0.006196985213335649 0.0064867699444418848 0.0060163696883500884 0.0064896152418900885 0.0066175139361887535 0.0063044147962051751 0.0062447496550368659
leaf_weight=52 58 89 96 76 67 62 70 57 61 84 71 56 58 72 85 81 77 80 52 59 65 92 55 54 919 148 86 95
leaf_count=52 58 89 96 76 67 62 70 57 61 84 71 56 58 72 85 81 77 80 52 59 65 92 55 54 919 148 86 95
internal_value=0 0.0051591 0.00637861 0.00489076 0.0057386 0.0060881 0.00573877 0.00511784 0.00645255 0.00650282 0.00653083 0.00622362 0.00500638 0.00650133 0.00489234 0.00595189 0.00629861 0.00446986 0.00621403 0.00629239 0.00631928 0.00638872 0.00647418 0.00622057 0.00651881 0.00650739 0.0063758 0.00629103
internal_weight=0 651 2326 445 206 472 132 289 1854 1346 1262 340 232 1191 174 148 284 156 207 155 508 298 206 210 1139 1067 141 156
internal_count=2977 651 2326 445 206 472 132 289 1854 1346 1262 340 232 1191 174 148 284 156 207 155 508 298 206 210 1139 1067 141 156
is_linear=0
shrinkage=0.0032998


Tree=6467
num_leaves=33
num_cat=0
split_feature=1 50 13 50 51 10 12 40 1 12 1452 13 1429 1213 133 12 13 13 51 12 12 49 1213 50 1 1 1 133 50 12 133 42
split_gain=0.454451 0.317433 0.333728 0.270393 0.236412 0.269755 0.217613 0.274354 0.270875 0.21668 0.204341 0.171214 0.113321 0.137921 0.121345 0.138 0.105271 0.0948426 0.0943823 0.091712 0.101277 0.0864836 0.0897112 0.0832928 0.0802153 0.068783 0.110667 0.0599021 0.0517784 0.0462758 0.073848 0.0200745
threshold=0.087055000000000007 0.067370000000000013 0.23904000000000003 0.090195000000000011 -0.088934999999999986 -1.0000000180025095e-35 0.089135000000000006 -0.049499999999999995 0.10877000000000002 0.091495000000000007 0.087120000000000017 0.0057500000000000008 0.083870000000000014 -0.10156 0.087950000000000014 0.086655000000000024 -0.011154999999999998 -0.077034999999999978 -0.083174999999999985 0.093405000000000016 0.094795000000000004 0.09623000000000001 -1.0000000180025095e-35 0.093975000000000017 0.10373000000000002 0.11287500000000002 0.098715000000000011 0.096875000000000017 0.10616500000000001 0.098180000000000003 0.048240000000000005 0.094935000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 4 -3 24 -6 7 17 -9 10 11 12 13 -1 23 -16 28 -7 -14 -11 -21 22 -22 -15 -2 26 -8 -23 -5 -24 -31 -30
right_child=1 3 -4 16 5 6 25 8 -10 19 -12 -13 18 14 15 -17 -18 -19 -20 20 21 27 29 -25 -26 -27 -28 -29 31 30 -32 -33
leaf_value=0.0035894808974864076 0.01551745269205731 0.021462255988210974 -0.0089428970453364967 0.0019972916987457184 -0.0048409197970745782 0.0050646194415259541 0.012071484083115902 -0.0049524642262328304 0.0048723233096117967 0.0025340273005200801 0.020886999908140122 0.01740434573378943 0.0097346025959271863 0.011829765673601878 0.0019936066062550576 0.011092037554596168 0.013037190973091785 0.015059717471088297 0.000335242205956994 0.014577426332139464 0.010887421247440845 0.015075185230734025 0.0075069549098949031 0.018581598178738758 0.0077478070151989452 0.014752243779825735 0.0025894624680730537 0.00729691597132182 0.010314277059380313 -0.001635617467959848 0.0061254143728545502 0.0056099043594537807
leaf_weight=72 62 52 52 66 93 55 74 150 169 101 59 99 63 580 76 127 84 54 59 61 66 55 63 58 100 53 67 60 55 74 65 53
leaf_count=72 62 52 52 66 93 55 74 150 169 101 59 99 63 580 76 127 84 54 59 61 66 55 63 58 100 53 67 60 55 74 65 53
internal_value=0 0.00570329 0.00414402 0.0103703 0.00492204 0.00360303 0.00486844 0.00274329 0.000246885 0.00992632 0.011199 0.0106934 0.0100497 0.0106953 0.0113015 0.00769458 0.0081277 0.0100328 0.00520374 0.0071371 0.00818014 0.00715656 0.00548665 0.0124464 0.0107325 0.00954766 0.00757858 0.0110326 0.00574727 0.00371314 0.00198072 0.00802229
internal_weight=0 1239 929 310 877 715 622 428 319 1738 1193 1134 1035 913 841 203 258 109 122 545 444 383 268 638 162 194 141 115 174 202 139 108
internal_count=2977 1239 929 310 877 715 622 428 319 1738 1193 1134 1035 913 841 203 258 109 122 545 444 383 268 638 162 194 141 115 174 202 139 108
is_linear=0
shrinkage=0.16829


Tree=6468
num_leaves=32
num_cat=0
split_feature=1 155 47 0 40 4 1 0 4 0 48 1 48 0 159 1 16 0 4 16 16 1 4 16 4 1 16 0 42 16 42
split_gain=19.1826 4.33215 2.27036 1.47346 1.17811 1.09128 0.939048 1.27356 0.816941 0.645055 0.574696 0.610163 0.574249 0.401106 0.342743 0.318886 0.318506 0.23268 0.248151 0.214876 0.326137 0.207409 0.194105 0.162101 0.12844 0.10803 0.158007 0.102848 0.0878151 0.0854364 0.0753212
threshold=0.10075500000000003 0.092900000000000024 1.0000000180025095e-35 0.12429000000000001 -0.084924999999999987 0.049545000000000006 0.08776500000000001 -0.099704999999999974 -0.033649999999999992 -0.079394999999999979 0.014805 0.121715 0.083980000000000013 -0.097774999999999987 -0.032069999999999994 0.081540000000000015 -0.11082499999999999 -0.11167499999999998 0.094220000000000012 -0.013359999999999999 0.25137500000000007 0.088965000000000002 -0.031159999999999997 -0.052894999999999991 -0.016339999999999997 0.090540000000000023 -0.0021749999999999994 -0.14043999999999998 0.085790000000000019 -0.26194999999999996 -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 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 -2 6 9 -8 -6 13 11 29 -4 15 -11 27 -13 -7 23 30 -21 -9 28 -19 -24 -23 -27 -1 -15 -10 -16
right_child=1 -3 12 -5 8 17 7 21 10 14 -12 16 -14 22 19 -17 -18 18 -20 20 -22 25 24 -25 -26 26 -28 -29 -30 -31 -32
leaf_value=0.0020464635598966799 0.00028724059194381219 0.0016764514783236741 0.0013536785981251367 0.0010809981192522967 0.0011739834821139614 0.0015121235577487881 0.0010131789147361046 0.0013546047849399042 0.0010633223145738724 0.0017300674638513357 0.00050926081715861257 0.00080130443475497331 0.00099281300661842038 0.0016601842689369379 0.0014581948536406578 0.0016206359506860911 0.00049807623670311823 0.0015480293277936718 0.0011683044031455757 0.0011660528803089454 0.0015060352239704932 0.0017022917448536799 0.001449578042705318 0.0012875801970561507 0.0016237525681716514 0.0014694795886151231 0.001666209195229549 0.0018317248611259354 0.00175256293251685 0.00088478781793347415 0.0016092167597626229
leaf_weight=54 55 80 93 69 56 103 60 58 73 71 87 95 102 311 67 53 64 54 78 53 78 63 58 56 353 134 73 55 212 55 104
leaf_count=54 55 80 93 69 56 103 60 58 73 71 87 95 102 311 67 53 64 54 78 53 78 63 58 56 353 134 73 55 212 55 104
internal_value=0 0.000949639 0.00086408 0.00155728 0.000742979 0.00157256 0.00160212 0.00145692 0.00080119 0.00164045 0.000745276 0.000816698 0.0011651 0.00168109 0.00152092 0.00183468 0.000679472 0.00138378 0.00131328 0.00147164 0.00136875 0.00153799 0.00165442 0.00141576 0.00159926 0.00157725 0.00153903 0.00193843 0.0016977 0.000986884 0.00155025
internal_weight=0 760 680 2217 485 2148 1857 388 430 1469 374 287 195 1096 373 162 159 291 188 302 131 328 934 110 411 270 207 109 523 128 171
internal_count=2977 760 680 2217 485 2148 1857 388 430 1469 374 287 195 1096 373 162 159 291 188 302 131 328 934 110 411 270 207 109 523 128 171
is_linear=0
shrinkage=0.0032998


Tree=6469
num_leaves=20
num_cat=0
split_feature=150 151 44 48 14 42 12 160 13 13 376 151 43 39 13 1447 150 13 3
split_gain=0.285436 0.332722 0.261962 0.30191 0.228698 0.205091 0.197307 0.320434 0.275227 0.224703 0.20676 0.183566 0.290511 0.164731 0.164302 0.1589 0.128524 0.233981 0.0287877
threshold=0.089810000000000015 0.077805000000000013 1.0000000180025095e-35 0.087550000000000017 0.073890000000000011 -1.0000000180025095e-35 0.083885000000000015 -0.078454999999999983 -0.080784999999999982 -0.095139999999999988 0.083705000000000016 0.10420500000000001 -1.0000000180025095e-35 0.088025000000000006 -0.085349999999999995 -0.050039999999999994 -1.0000000180025095e-35 -0.071389999999999995 -0.080594999999999986
decision_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 7 8 -1 18 -9 12 14 16 -2 -11 -7 -18 -8
right_child=11 -3 -4 5 -6 13 9 10 -10 15 -12 -13 -14 -15 -16 -17 17 -19 -20
leaf_value=0.0068870627251899448 -0.001380662045802755 0.020679580091832402 0.019820561684723764 0.010914690604100514 0.017533596697178373 0.0098307239580086147 -0.0010285644731399253 0.0062613153969942161 -0.0084707223582340396 0.015073679187691903 0.017409600449387212 0.011891356726413095 -0.0060084382090699684 -0.0074932772999497053 0.010463292166592576 0.0091360874101289319 0.0056321427117741176 -0.0077098933921238011 0.0043805790467965856
leaf_weight=59 54 61 53 76 78 58 52 340 75 142 55 52 101 52 85 1367 98 60 59
leaf_count=59 54 61 53 76 78 58 52 340 75 142 55 52 101 52 85 1367 98 60 59
internal_value=0 0.00837371 0.00808695 0.00784437 0.0085616 0.00319594 0.00823511 0.00540492 -0.00169531 0.00915818 0.00781816 0.00282372 0.000851578 0.00100034 0.00584912 0.00969602 0.00305342 0.000554176 0.00183038
internal_weight=0 2685 2624 2571 2227 344 2149 529 134 1620 395 292 240 268 139 1509 216 158 111
internal_count=2977 2685 2624 2571 2227 344 2149 529 134 1620 395 292 240 268 139 1509 216 158 111
is_linear=0
shrinkage=0.16829


Tree=6470
num_leaves=22
num_cat=0
split_feature=2 15 39 3 2 2 2 11 16 3 2 43 42 3 15 42 3 43 1212 15 16
split_gain=9.32705 5.63809 2.69841 2.27906 0.99251 0.968467 0.930665 0.783191 0.633623 1.3996 0.609162 0.593598 0.445999 0.493447 0.367238 0.293844 0.269949 0.25046 0.178401 0.00712434 0.00222119
threshold=0.13270000000000001 -0.38214499999999996 0.0039300000000000003 0.11391500000000002 -0.0050599999999999994 0.10179000000000001 0.25063000000000007 1.0000000180025095e-35 0.42146500000000003 -0.10175499999999998 0.094985000000000014 -0.060849999999999994 0.088185000000000013 -0.11266 0.025430000000000005 -0.065449999999999994 0.14813000000000001 -0.025079999999999995 -1.0000000180025095e-35 -0.052239999999999988 0.62925500000000012
decision_type=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 7 16 12 9 -7 -6 -1 13 -3 -9 -11 17 -2 -14 -5 -10
right_child=6 2 4 19 10 8 -8 14 20 15 -12 -13 18 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00026722161592855766 0.00058299236481974207 0.0010657263408409053 0.00050885578886166209 0.00082270878906314231 0.0012682443990035708 0.00056430176547606385 0.00016086197972196663 0.001377950562904439 0.0013692431237861101 0.00093806571777177341 0.0008284255891253359 0.00072080773909721947 0.0013776826361884618 0.001340787271351245 0.0017544386657382055 0.0012272086113396421 0.00046366583063033972 0.000881404961721383 0.0011900490636368012 0.00075277904564697456 0.0013030384917534206
leaf_weight=59 65 77 62 52 59 55 59 57 53 52 84 68 65 1171 59 160 66 60 506 57 55
leaf_count=59 65 77 62 52 59 55 59 57 53 52 84 68 65 1171 59 160 66 60 506 57 55
internal_value=0 0.00118987 0.00122274 0.00125358 0.000858701 0.00127561 0.000523909 0.00130546 0.00112146 0.00103461 0.00101014 0.000510364 0.00128859 0.00132384 0.00156974 0.00115645 0.00063587 0.000726512 0.00121147 0.000786463 0.00133585
internal_weight=0 2751 2624 2419 205 2310 250 1935 375 267 143 127 1819 1248 116 212 191 125 571 109 108
internal_count=3001 2751 2624 2419 205 2310 250 1935 375 267 143 127 1819 1248 116 212 191 125 571 109 108
is_linear=0
shrinkage=0.0032998


Tree=6471
num_leaves=22
num_cat=0
split_feature=1 52 47 1 14 12 12 3 123 3 3 3 42 4 15 12 52 1210 16 3 16
split_gain=27.1993 4.91638 3.09566 1.61435 1.54032 1.3329 1.265 1.13407 1.09747 0.901889 0.79212 0.614519 0.695813 0.430542 0.379322 0.643798 0.283197 0.273218 0.200148 0.19701 0.192226
threshold=0.10123500000000001 -0.40011499999999994 0.078345000000000012 0.12000500000000001 0.073890000000000011 0.088325000000000015 0.11697000000000002 -0.12077499999999998 1.0000000180025095e-35 -0.06533499999999999 0.10166000000000001 0.10021000000000001 0.088185000000000013 0.08920500000000002 -0.0039399999999999991 -0.11319999999999998 -1.0000000180025095e-35 -0.013324999999999998 -0.12653999999999996 -0.01223 -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
left_child=4 -2 3 5 6 10 7 16 11 -4 20 12 13 -9 15 -5 -1 -14 -11 -17 -3
right_child=1 2 9 14 -6 -7 -8 8 -10 18 -12 -13 17 -15 -16 19 -18 -19 -20 -21 -22
leaf_value=0.0019598911205805612 0.002075452839984851 0.00091553952473599895 0.0020027334841367836 0.0011977983007512192 0.0025342844650512956 0.0018055419748562083 0.0016736680478469338 0.0022153349826668296 0.0017049292240295735 0.0013433680632578232 0.0015002076075526865 0.0017928685363127802 0.0022541251750686163 0.0019707474066674182 0.0011961770946977307 0.00090914711463260301 0.0016429687566914544 0.0020318535441755008 0.0016383755893557182 0.00065228986305348958 0.0011832055774116104
leaf_weight=66 98 60 59 53 91 53 76 1165 65 53 67 54 72 87 58 60 62 514 52 75 61
leaf_count=66 98 60 59 53 91 53 76 1165 65 53 67 54 72 87 58 60 62 514 52 75 61
internal_value=0 0.00138583 0.00128196 0.00114968 0.00211189 0.001342 0.00209409 0.0021094 0.00212918 0.00167455 0.00121113 0.00214373 0.00215402 0.00219837 0.000961129 0.000888427 0.00180666 0.00205922 0.0014898 0.00076671 0.00105077
internal_weight=0 749 651 487 2252 241 2161 2085 1957 164 188 1892 1838 1252 246 188 128 586 105 135 121
internal_count=3001 749 651 487 2252 241 2161 2085 1957 164 188 1892 1838 1252 246 188 128 586 105 135 121
is_linear=0
shrinkage=0.0032998


Tree=6472
num_leaves=26
num_cat=0
split_feature=3 13 14 3 43 3 43 3 133 3 133 3 3 13 13 50 51 43 133 133 399 3 133 13 43
split_gain=8.29215 3.46193 1.84675 1.85112 1.6807 1.41099 1.81342 1.25104 0.872961 0.679474 0.599228 0.575589 0.410759 0.378223 0.369676 0.362649 0.248123 0.238159 0.451221 0.220897 0.157566 0.151736 0.148344 0.131068 0.118961
threshold=-0.06533499999999999 -0.0042049999999999995 0.073890000000000011 -0.11266 -0.051834999999999992 0.30863500000000005 -0.073404999999999984 0.11745500000000002 -0.0041949999999999991 -0.0070649999999999992 -0.0024649999999999997 0.41720500000000005 -0.15963499999999997 -0.014114999999999997 -0.08620499999999999 -0.041284999999999995 -0.033649999999999992 0.060690000000000008 -0.43510999999999994 -0.10066499999999999 0.088045000000000012 -0.14186499999999996 0.089625000000000024 0.095710000000000017 0.076280000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 8 -3 6 13 9 -1 -6 -8 -7 23 -2 -12 -5 -11 19 -19 -17 22 -14 -21 -10 -20
right_child=1 4 -4 15 7 11 10 -9 12 16 14 -13 21 -15 -16 17 -18 18 24 20 -22 -23 -24 -25 -26
leaf_value=0.00067615551754818758 0.00070406134283176446 0.00076500135979916861 0.0018108291027474036 0.0010934969439068416 0.001033492851760618 0.00022074205334263614 0.0012848782796823874 0.00089236458884062728 0.00088600818661771323 0.001335002218873947 0.0011015958700315946 0.00068054577160870061 0.0014095573879686063 0.00037665214898086123 0.00073465045906218323 0.0015004243567721849 0.0015751149615177275 0.0013975586845045907 0.0011882530832055464 0.0013537591697833265 0.0015166925572627291 0.0011594837564270239 0.0012749378284309715 0.0011041558393986772 0.0009596991443972285
leaf_weight=58 101 100 75 73 52 68 74 79 61 93 57 53 52 63 65 101 102 89 53 906 54 60 395 65 52
leaf_count=58 101 100 75 73 52 68 74 79 61 93 57 53 52 63 65 101 102 89 53 906 54 60 395 65 52
internal_value=0 0.000923358 0.00130125 0.0012823 0.00114013 0.000731298 0.000835012 0.0012551 0.00104068 0.00137097 0.00104946 0.000422435 0.00112936 0.000578503 0.000906381 0.00132379 0.00146078 0.00133396 0.00122338 0.00134866 0.00133733 0.0012759 0.00132986 0.000998824 0.0010754
internal_weight=0 907 2094 2019 426 481 360 326 296 247 196 121 238 164 122 1723 195 1650 194 1456 1355 112 1301 126 105
internal_count=3001 907 2094 2019 426 481 360 326 296 247 196 121 238 164 122 1723 195 1650 194 1456 1355 112 1301 126 105
is_linear=0
shrinkage=0.0032998


Tree=6473
num_leaves=22
num_cat=0
split_feature=0 10 10 48 14 157 15 457 15 49 4 12 4 0 4 52 157 52 52 156 3
split_gain=0.381872 0.665794 0.327553 0.341812 0.237667 0.252641 0.597525 0.317526 0.313247 0.258888 0.229535 0.350487 0.202869 0.13537 0.151937 0.134345 0.101032 0.0825053 0.116941 0.0606795 0.0583019
threshold=-0.071299999999999988 -0.084119999999999986 -0.0091399999999999988 0.093225000000000016 0.020750000000000005 -0.00052499999999999986 -0.0080049999999999982 0.097045000000000006 -0.40992999999999996 -0.084599999999999981 -0.17006499999999999 0.095110000000000014 -0.077389999999999987 -0.084514999999999993 -0.010574999999999999 0.51326500000000019 -0.06266999999999999 -0.42946499999999993 -0.013125 0.090560000000000015 -0.081634999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 10 5 6 13 8 -7 -10 11 19 -12 14 -3 -11 -14 -18 -19 -4 -16
right_child=2 4 3 -5 -6 7 -8 -9 9 15 12 -13 16 -15 20 -17 17 18 -20 -21 -22
leaf_value=0.028497906114101128 -0.0041388586032754162 -0.00067339071856023557 0.022266482679395651 -0.0023198022245455034 0.018945607207117972 0.00022981672509851374 -0.0084425634206748649 0.023360036613045157 0.0027320647177881022 0.012052620825531211 -0.0027510402531011821 0.0040531860395384839 0.0015877213332927676 0.0143317713833026 0.013963421609425731 0.0036743963447551527 0.015674384491723172 0.0030567433434648024 0.010493593343874378 0.014657708299640812 0.0062003016367237589
leaf_weight=61 70 55 76 82 94 78 65 58 97 1423 52 66 54 103 56 57 52 85 209 52 56
leaf_count=61 70 55 76 82 94 78 65 58 97 1423 52 66 54 103 56 57 52 85 209 52 56
internal_value=0 0.0111437 0.00683978 0.00789789 0.0106486 0.0102669 0.00602847 0.0110948 0.0106638 0.0111788 0.00919765 0.0140493 0.00711135 0.00951889 0.00653971 0.0117312 0.00839795 0.00945562 0.00834959 0.0191895 0.0100979
internal_weight=0 2203 798 728 2142 2048 335 1713 1655 1577 646 194 452 270 167 1480 400 346 294 128 112
internal_count=3001 2203 798 728 2142 2048 335 1713 1655 1577 646 194 452 270 167 1480 400 346 294 128 112
is_linear=0
shrinkage=0.16829


Tree=6474
num_leaves=23
num_cat=0
split_feature=2 123 2 2 2 10 49 50 2 1429 51 2 133 49 42 2 1209 42 11 1453 159 2
split_gain=12.4563 4.18389 2.18364 1.56344 0.872052 0.668467 0.619425 0.513913 0.465796 0.414376 0.449855 0.400544 0.372927 0.516201 0.369483 0.387468 0.302478 0.296647 0.323577 0.261142 0.352429 0.00739304
threshold=0.13270000000000001 1.0000000180025095e-35 0.10472500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.011579999999999998 -0.014479999999999998 0.086135000000000017 0.16730000000000003 0.084815000000000015 -0.047309999999999998 0.10384 -0.05763999999999999 0.10852500000000001 0.086435000000000012 0.097110000000000016 -1.0000000180025095e-35 0.088995000000000005 0.08235000000000002 -0.067664999999999989 0.079715000000000022 0.14132000000000003
decision_type=2 2 2 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 -1 -4 8 21 14 -11 -6 -8 17 19 16 -16 18 -14 -5 -21 -2
right_child=7 4 6 9 11 -7 12 -9 -10 10 -12 -13 13 -15 15 -17 -18 -19 -20 20 -22 -23
leaf_value=0.0013138378504402013 0.00060921415463884672 0.00056446430021020054 0.00087021714286292153 0.0012204804515880711 0.0012265093413798413 0.00083768516137963666 0.00095432314499294699 0.00082024381446514833 0.00024071963016556423 0.0010118915144570442 0.001414495245278585 0.00082473923455633519 0.0011278558498906003 0.00096969275527286245 0.0016161498704778171 0.001081932628930467 0.0013572463924101184 0.0015093249391950774 0.0014412458653703028 0.0014382288852871491 0.0016053431121102564 0.00054664925444300894
leaf_weight=55 56 80 86 52 53 79 64 53 72 61 62 57 107 63 55 53 630 61 56 910 167 69
leaf_count=55 56 80 86 52 53 79 64 53 72 61 62 57 107 63 55 53 630 61 56 910 167 69
internal_value=0 0.00130054 0.00133561 0.00137939 0.000827593 0.00103338 0.00112275 0.000530981 0.00045298 0.00140267 0.00121512 0.00101864 0.00118452 0.00123573 0.00141501 0.00135687 0.00137809 0.0013104 0.00123574 0.00145298 0.00146417 0.00057496
internal_weight=0 2751 2561 2124 190 134 437 250 197 1990 123 110 351 287 1867 738 685 224 163 1129 1077 125
internal_count=3001 2751 2561 2124 190 134 437 250 197 1990 123 110 351 287 1867 738 685 224 163 1129 1077 125
is_linear=0
shrinkage=0.0032998


Tree=6475
num_leaves=29
num_cat=0
split_feature=12 2 2 9 2 2 16 12 52 49 123 2 0 3 52 52 2 16 12 474 51 2 12 52 0 2 52 51
split_gain=13.4843 4.71967 3.8915 1.72599 2.59684 1.43547 0.981249 0.864616 0.724061 0.501651 0.459366 0.420922 0.384927 0.330364 0.314952 0.325568 0.454275 0.293929 0.264544 0.254346 0.250477 0.20307 0.263946 0.204748 0.177594 0.116868 0.114169 0.0763987
threshold=0.056995000000000011 0.13447000000000003 0.14132000000000003 -1.0000000180025095e-35 0.10472500000000001 -0.087809999999999985 -0.24404999999999996 0.09550500000000002 1.0000000180025095e-35 -0.088164999999999979 0.085705000000000017 0.093765000000000015 -0.13619499999999998 -0.081184999999999993 -0.092084999999999986 0.048535000000000002 0.08647500000000001 0.20277000000000003 -0.064689999999999984 0.082665000000000002 -0.084304999999999977 0.087865000000000013 0.083785000000000012 -0.11043499999999999 -0.095724999999999991 0.084745000000000015 -0.45635499999999996 -0.021154999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 -1 5 -5 7 11 10 -8 12 -2 -6 19 -7 16 -16 24 -4 21 -21 22 -11 -23 -15 -26 -19 -22
right_child=1 -3 18 4 8 14 9 -9 -10 13 -12 -13 -14 17 15 -17 -18 26 -20 20 27 23 -24 -25 25 -27 -28 -29
leaf_value=0.00075198048724474853 0.0017724002968818292 0.0007764762342694399 0.00066073450570379661 0.00094746496183537976 0.00086458407158560512 0.001724662259546767 0.0019462531876592751 0.0010652149813943817 0.0012872600546006625 0.001883684515707652 0.00063086898999674184 0.0013514963250547774 0.0012234440714385933 0.0017736095572015811 0.0016224612408486769 0.001689856055706091 0.0012266366234569676 0.0015436833763459333 0.00033045079123561889 0.0019221417336713856 0.0015823052095413014 0.0016928525621547807 0.0016571766413087294 0.0015220310095146084 0.0015221877121538009 0.0016286401007479109 0.0013397690972386368 0.0017699870122360225
leaf_weight=90 52 75 55 53 91 77 58 62 72 65 52 54 52 65 53 54 82 58 52 80 56 121 568 238 207 298 73 52
leaf_count=90 52 75 55 53 91 77 58 62 72 65 52 54 52 65 53 54 82 58 52 80 56 121 568 238 207 298 73 52
internal_value=0 0.0015908 0.00108584 0.00117843 0.00124387 0.00144509 0.00161977 0.00137654 0.00100333 0.00164083 0.000898317 0.00155831 0.000995325 0.00163139 0.0015441 0.00147036 0.0013823 0.00157374 0.000500552 0.00166561 0.0017792 0.00164405 0.00168049 0.0015797 0.00160664 0.00158507 0.00143032 0.001673
internal_weight=0 2182 783 676 586 319 2107 168 267 1939 195 106 143 1881 266 189 135 701 107 1180 188 992 633 359 570 505 131 108
internal_count=2965 2182 783 676 586 319 2107 168 267 1939 195 106 143 1881 266 189 135 701 107 1180 188 992 633 359 570 505 131 108
is_linear=0
shrinkage=0.0032998


Tree=6476
num_leaves=24
num_cat=0
split_feature=2 12 3 15 2 14 2 2 2 15 12 3 49 2 15 2 52 52 2 2 12 3 49
split_gain=11.4535 6.52309 2.32118 2.19635 1.18329 0.756263 0.675166 0.704937 0.628688 0.589206 0.37598 0.287565 0.266635 0.244016 0.280044 0.237745 0.209391 0.261681 0.13895 0.119642 0.0636764 0.0563188 0.0472554
threshold=0.13554000000000002 -0.012249999999999999 0.11269500000000002 -0.24211499999999997 0.10179000000000001 0.073890000000000011 -0.007134999999999999 0.096325000000000008 0.14870000000000003 -0.080724999999999977 0.093910000000000007 -0.081459999999999991 0.10078000000000002 0.083310000000000009 -0.013439999999999999 0.092005000000000017 -0.070529999999999995 0.11008000000000001 0.25063000000000007 0.090215000000000004 0.093815000000000023 0.14029000000000003 0.091075000000000003
decision_type=2 2 2 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 10 -5 -8 -2 22 11 12 -3 14 -12 -15 20 -18 -10 -13 -11 -4 -6
right_child=8 2 21 6 9 -7 7 -9 18 16 13 19 -14 15 -16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.0002902633202281666 0.00059999018836238624 0.0013365798316928819 0.00073143472919785638 0.00060659612095071986 0.00081843197499152328 0.0015965082514284303 0.0013035042585073538 0.00084773449445256933 0.00034658726720058987 0.0013744700101333193 0.00099907906721699775 0.0012832269459749778 0.0015734785535654581 0.0014720241001338679 0.0012384269110938967 0.0012163767162648778 0.00097528100892113536 0.0012552348277755747 0.00011842440461627996 0.001163687906594618 0.0012189897229084288 0.00088157990734840351 0.00096608444647606334
leaf_weight=87 101 853 66 58 52 93 61 96 66 52 104 363 57 56 115 153 86 66 53 133 86 54 54
leaf_count=87 101 853 66 58 52 93 61 96 66 52 104 363 57 56 115 153 86 66 53 133 86 54 54
internal_value=0 0.00119103 0.00124761 0.000733237 0.00127075 0.00130461 0.000912322 0.00102504 0.000408276 0.00110588 0.00128979 0.00131613 0.00135146 0.0012032 0.00112492 0.00128504 0.00118321 0.00109707 0.000245265 0.00125124 0.00127783 0.000799294 0.000893984
internal_weight=0 2745 2443 302 2323 1927 215 157 220 396 1834 1406 910 428 219 209 290 152 119 496 138 120 106
internal_count=2965 2745 2443 302 2323 1927 215 157 220 396 1834 1406 910 428 219 209 290 152 119 496 138 120 106
is_linear=0
shrinkage=0.0032998


Tree=6477
num_leaves=31
num_cat=0
split_feature=12 2 2 43 3 43 12 2 52 3 52 2 41 2 2 12 52 52 484 484 3 3 2 12 42 3 12 52 0 12
split_gain=13.0288 4.33541 3.63692 2.72147 2.30626 1.18531 1.02121 0.877762 0.578632 0.677201 0.452498 0.424425 0.474749 0.349384 0.408763 0.340515 0.300565 0.331715 0.29401 0.253513 0.546895 0.276072 0.220991 0.184856 0.321489 0.168734 0.149796 0.127628 0.0748684 0.0342115
threshold=1.0000000180025095e-35 0.13388500000000003 0.11621000000000002 -0.049999999999999996 0.11878500000000002 -0.097764999999999977 0.093740000000000004 0.14132000000000003 0.023800000000000005 -1.0000000180025095e-35 -0.082894999999999983 0.10656 0.078535000000000008 0.083310000000000009 0.090695000000000012 -0.089649999999999994 -0.54340999999999984 0.092770000000000005 0.079595000000000013 -0.032114999999999998 -0.086064999999999989 -0.11017499999999998 0.098655000000000007 0.098355000000000012 -1.0000000180025095e-35 -0.074959999999999985 -0.064689999999999984 -1.0000000180025095e-35 -0.085674999999999987 0.095980000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 5 8 -1 11 27 9 -5 -11 12 18 23 -15 -7 -16 22 19 20 -2 -21 -18 29 -25 -19 -9 -4 -20 -8
right_child=1 -3 7 4 -6 15 13 26 -10 10 -12 -13 -14 14 16 -17 17 25 28 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0013024541284424559 0.0020159332595511125 0.00078752346747673889 0.00077613838389312942 0.0011349404830978624 0.00085185900646432056 0.00089775211751126453 0.0014175651894445722 0.00062716531914639665 0.0018492364881711643 0.0017546250388020903 0.0013993002808199843 0.0013779693063706478 0.0019281517819906928 0.0018044864907875737 0.0017329162963821158 0.00056706459224270837 0.0015295322045326511 0.0017196136006195984 0.0018607414473311662 0.0013584872725205246 0.0016318962925218781 0.0016087294305452738 0.0012966704595209367 0.0014942095997021692 0.0011512702567296354 0.0014880950388681295 0.00037745175543508829 0.00098763087266225385 0.0017092567815694111 0.001551117546063275
leaf_weight=59 53 76 53 53 67 73 54 55 53 76 84 65 67 57 55 65 71 63 68 53 185 824 132 52 74 86 52 84 103 53
leaf_count=59 53 76 53 53 67 73 54 55 53 76 84 65 67 57 55 65 71 63 68 53 185 824 132 52 74 86 52 84 103 53
internal_value=0 0.00156278 0.00106457 0.00121814 0.00140021 0.000910205 0.00159062 0.000730834 0.00153819 0.00146063 0.0015683 0.00164169 0.00165434 0.00148666 0.00153968 0.000742249 0.00150251 0.00146641 0.00164005 0.00162013 0.00171757 0.00159365 0.00137829 0.00138093 0.00129308 0.00158622 0.000506138 0.00090607 0.0017697 0.00148405
internal_weight=0 2191 774 530 333 197 2115 244 266 213 160 1418 1353 697 464 138 407 352 1286 1115 238 877 203 233 126 149 107 137 171 107
internal_count=2965 2191 774 530 333 197 2115 244 266 213 160 1418 1353 697 464 138 407 352 1286 1115 238 877 203 233 126 149 107 137 171 107
is_linear=0
shrinkage=0.0032998


Tree=6478
num_leaves=19
num_cat=0
split_feature=12 16 1 3 3 400 51 484 43 12 3 151 50 16 12 12 484 3
split_gain=0.346942 0.362319 0.414191 0.334039 0.295784 0.221679 0.184623 0.189713 0.183681 0.181978 0.172289 0.222946 0.138962 0.129499 0.0918903 0.131899 0.142714 0.0492187
threshold=-1.0000000180025095e-35 -0.49353499999999995 0.10123500000000001 0.25089000000000006 -0.010434999999999998 -1.0000000180025095e-35 0.15466000000000005 0.079595000000000013 -0.010629999999999999 -0.087789999999999993 0.12478500000000002 -0.092609999999999984 0.083090000000000011 -0.082469999999999974 0.083815000000000014 0.092085000000000014 0.094100000000000003 -0.010059999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 17 5 -4 8 7 10 -2 -6 11 -7 -13 -10 -9 16 -16 -3
right_child=3 2 4 -5 9 6 -8 14 13 -11 -12 12 -14 -15 15 -17 -18 -19
leaf_value=0.017763645266784894 0.0026445072398994453 0.0094801218803430565 0.0079994337798975409 -9.4288143325108579e-05 0.0012607181460285368 0.021468606364374147 0.023230119703873633 0.01339158168522056 0.018473815167445392 -0.011737841656335814 0.003888986708675251 0.011986810745376402 0.015624722649150068 0.0067444564002648155 0.028171995177953098 0.012724739389385124 0.016948257984720754 0.016461056253503241
leaf_weight=82 98 55 94 54 68 88 57 100 55 55 59 1416 382 53 67 54 64 64
leaf_count=82 98 55 94 54 68 88 57 100 55 55 59 1416 382 53 67 54 64 64
internal_value=0 0.00772492 0.00526965 0.0129677 0.000885227 0.0132514 0.0137288 0.0134851 0.00794306 -0.00453704 0.0128874 0.013168 0.0127607 0.0127344 0.0175575 0.0197997 0.0227024 0.0132497
internal_weight=0 418 336 2547 217 2493 2287 2230 206 123 1945 1886 1798 108 285 185 131 119
internal_count=2965 418 336 2547 217 2493 2287 2230 206 123 1945 1886 1798 108 285 185 131 119
is_linear=0
shrinkage=0.16829


Tree=6479
num_leaves=26
num_cat=0
split_feature=49 4 16 4 48 15 42 4 16 16 4 480 49 43 132 4 15 4 13 43 39 16 52 16 4
split_gain=0.425784 0.32811 0.347163 0.349708 0.32142 0.217859 0.201383 0.245407 0.190556 0.183876 0.334659 0.161319 0.15906 0.146412 0.187216 0.16725 0.208477 0.297569 0.160086 0.159618 0.135329 0.0950057 0.0824741 0.0382731 0.0175836
threshold=-0.23233499999999999 0.036605000000000006 -0.4136149999999999 0.26846000000000009 -0.068459999999999979 -0.14773499999999998 0.087665000000000007 0.40736500000000003 0.044620000000000007 -0.053299999999999993 0.056815000000000011 -0.060589999999999998 0.088805000000000009 -0.023029999999999998 0.089040000000000022 -0.42305999999999994 0.085915000000000019 -0.0023699999999999997 -0.085234999999999991 -0.010894999999999998 0.085505000000000012 -0.49353499999999995 -0.015539999999999998 -0.040874999999999995 -0.50324499999999983
decision_type=2 2 2 2 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 -2 7 -6 -5 12 -11 -7 -4 14 18 24 17 -17 22 -18 -20 -8 -13 -16 -15
right_child=1 2 3 8 6 11 21 -9 -10 10 -12 13 -14 15 23 16 19 -19 20 -21 -22 -23 -24 -25 -26
leaf_value=0.024863362862865647 0.018696647638076224 -0.00097278030491220044 0.017063779836502938 -0.011880506585945689 0.0098036477717408782 0.0016850144663288331 0.0020218013340884684 0.022334665264388105 0.0021084955222151094 -0.0083101963533091638 0.0085073585775749926 0.014228958407829775 0.0047111711128804429 0.013126976974222005 0.0090599642527801928 0.0031942559022590652 0.0037123345614590918 0.01255977390968608 0.012614462824036603 0.012650134048786598 0.0046875309867345652 0.012145907880968367 0.021421804722734309 0.0028497256519954572 0.017369293360193949
leaf_weight=55 98 56 65 54 85 57 53 94 56 52 94 105 55 64 54 319 68 138 663 356 68 53 83 61 59
leaf_count=55 98 56 65 54 85 57 53 94 56 52 94 105 55 64 54 319 68 138 663 356 68 53 83 61 59
internal_value=0 0.00989432 0.00676251 0.00322911 0.0106533 0.0109174 0.012944 0.0163942 -0.0047425 0.0065324 0.00250524 0.0105527 0.0114171 0.0107998 0.0122111 0.00934462 0.00852837 0.00602629 0.0130137 0.011221 0.0118795 0.0071008 0.0174141 0.00578146 0.0151765
internal_weight=0 2910 717 376 341 2193 285 179 110 266 146 2095 120 2038 1034 1004 881 457 919 424 731 106 188 115 123
internal_count=2965 2910 717 376 341 2193 285 179 110 266 146 2095 120 2038 1034 1004 881 457 919 424 731 106 188 115 123
is_linear=0
shrinkage=0.16829


Tree=6480
num_leaves=25
num_cat=0
split_feature=1 0 12 52 10 0 3 0 43 3 43 1186 48 12 1429 1454 51 52 403 457 49 0 12 0
split_gain=0.383243 0.427573 0.186795 0.157009 0.15048 0.181196 0.168436 0.372642 0.193419 0.155559 0.137358 0.126122 0.124827 0.121094 0.183702 0.146058 0.124702 0.124315 0.11484 0.106895 0.174967 0.0841424 0.0818941 0.0742723
threshold=0.09518500000000002 -0.14920999999999998 0.10713500000000002 0.43161000000000005 -0.020369999999999996 -0.070134999999999989 -0.020049999999999995 -0.024974999999999997 -0.077614999999999976 -0.075914999999999996 -0.46052499999999996 0.084830000000000017 0.083540000000000017 0.098355000000000012 0.086765000000000009 0.088800000000000004 -0.16140499999999999 -0.11183499999999999 -0.10995999999999999 0.083585000000000007 0.083785000000000012 0.10446500000000002 0.10411000000000002 -0.061674999999999994
decision_type=2 2 2 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 9 8 -8 -7 -6 -3 13 -1 14 15 16 -12 -15 -19 20 -11 -10 -20 -4
right_child=2 10 23 -5 5 6 7 -9 21 19 11 -13 -14 17 -16 -17 -18 18 22 -21 -22 -23 -24 -25
leaf_value=0.023426095861331257 0.013393325444799089 0.0015397229708660782 -0.00553290505434967 0.014778000804356517 -0.0051535213020937401 0.018903167301483295 0.012646604520498903 -0.0065102669647530455 0.003068715318010454 0.0080664443146802687 0.00083695863022345118 0.016993323555695949 0.01284789533409746 0.012347622104548603 0.017264740414233731 0.017846204908277302 0.0090467144152901347 0.010384565540011442 -0.004133948581631396 -0.0022166254073276168 -0.002819861655295154 0.011823837343582793 0.00406405518558022 0.0032445675671053343
leaf_weight=74 64 70 55 57 65 60 56 59 66 182 55 57 57 60 82 52 1362 53 52 63 54 60 102 54
leaf_count=74 64 70 55 57 65 60 56 59 66 182 55 57 57 60 82 52 1362 53 52 63 54 60 102 54
internal_value=0 0.0095186 0.00534689 0.00625263 0.00558357 0.00482925 0.00788655 0.00280267 0.0110202 0.00229617 0.00889005 0.00916351 0.0188371 0.00891703 0.00948856 0.00905327 0.00872933 0.00559028 0.00362295 0.00392167 0.0055679 0.00725208 0.00128423 -0.00116795
internal_weight=0 2076 895 786 729 665 301 115 186 364 1945 1875 131 1818 1551 1469 1417 267 207 299 236 126 154 109
internal_count=2971 2076 895 786 729 665 301 115 186 364 1945 1875 131 1818 1551 1469 1417 267 207 299 236 126 154 109
is_linear=0
shrinkage=0.16829


Tree=6481
num_leaves=21
num_cat=0
split_feature=2 43 0 1210 2 106 4 0 11 16 42 43 15 4 13 16 42 0 16 1213
split_gain=0.44588 0.238893 0.222696 0.186815 0.195802 0.218554 0.158802 0.448757 0.24609 0.254445 0.157873 0.225157 0.17739 0.457551 0.210067 0.168505 0.154669 0.14932 0.145722 0.0670508
threshold=0.10859000000000001 -0.22491499999999998 -0.18240499999999996 -0.081594999999999987 -0.14847999999999997 0.085275000000000004 -0.15366499999999997 -0.046614999999999997 0.079225000000000004 0.19384500000000002 -0.084004999999999982 -0.080859999999999974 -0.020389999999999995 -0.051094999999999995 -0.023024999999999997 -0.14239499999999997 0.093200000000000019 -0.13619499999999998 -0.082119999999999985 -0.084704999999999989
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 19 -5 6 8 17 9 -6 -3 -12 14 -14 15 -13 -17 -8 -16 -4
right_child=1 10 3 4 5 -7 7 -9 -10 -11 11 12 13 -15 18 16 -18 -19 -20 -21
leaf_value=0.015845936425430144 -0.0078265020186374344 -0.0049415021283708283 0.010226284116967115 0.015900439072200418 0.023700792262614429 -0.0036930642819686613 0.0015140955767247381 -0.0082049408030453325 0.0029486548221781981 0.0086888756832527152 0.015283523611080586 0.008946233921718864 0.0057758778152916402 -0.013932058725882119 0.0053911728117270585 -0.0069670280501004959 0.0046388530700444876 0.0076331100357383422 0.017543338809960844 0.018889462805733691
leaf_weight=97 54 52 52 72 63 53 122 55 60 66 52 75 93 52 55 64 66 1658 58 52
leaf_count=97 54 52 52 72 63 53 122 55 60 66 52 75 93 52 55 64 66 1658 58 52
internal_value=0 0.00285815 0.00793346 0.007592 0.00725322 0.0069526 0.00723225 0.00675158 0.0118896 0.0160342 0.0038789 0.004773 0.00358867 -0.00127941 0.00581404 0.00259142 -0.00106099 0.00721473 0.0116445 0.0145751
internal_weight=0 621 2350 2253 2149 2077 2024 1835 189 129 567 515 463 145 318 205 130 1780 113 104
internal_count=2971 621 2350 2253 2149 2077 2024 1835 189 129 567 515 463 145 318 205 130 1780 113 104
is_linear=0
shrinkage=0.16829


Tree=6482
num_leaves=28
num_cat=0
split_feature=2 43 41 3 51 12 43 51 3 4 1 123 16 12 12 1453 12 402 4 43 124 402 2 3 52 50 4
split_gain=0.322863 0.384231 0.19807 0.227342 0.286408 0.195394 0.431773 0.154293 0.154062 0.143125 0.205966 0.319235 0.426716 0.194317 0.141462 0.14059 0.170648 0.173886 0.165608 0.12628 0.138368 0.117537 0.108632 0.097533 0.0812148 0.0770121 0.0458153
threshold=0.098290000000000002 -0.22491499999999998 0.078385000000000024 0.0066850000000000008 -1.0000000180025095e-35 0.084130000000000024 -1.0000000180025095e-35 0.10446500000000002 -0.086064999999999989 -0.14345499999999997 0.08864000000000001 0.081630000000000022 -0.11082499999999999 0.09253500000000002 0.087255000000000013 -0.051044999999999993 0.11395500000000001 0.09253500000000002 -0.081244999999999998 -0.085264999999999994 -0.081534999999999982 0.036770000000000004 0.11523000000000001 0.11269500000000002 0.024870000000000003 0.12170000000000002 0.0051950000000000008
decision_type=2 2 2 2 2 2 2 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 8 9 -1 14 13 12 23 -11 -3 -7 17 21 -19 -10 -21 -17 24 -12 -15 -9 -6
right_child=1 7 -4 4 26 15 -8 25 19 10 11 -13 -14 22 -16 16 -18 18 -20 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.010952023346543136 -0.0090898102156109668 0.015080882275197945 0.014321144852223246 0.0041033417370667609 0.021550259783494025 0.015078358485184998 -0.010155526018323998 0.013913347552731485 0.0089242174354110387 0.011589283004959332 -0.0035310883849688714 0.0073076284796774237 -0.012809827589497953 -0.0060864889217804872 0.0033763824324209483 0.0057792187251973597 0.015253437845662361 0.018535281824736641 0.0069779194544643697 0.0044135207619038939 -0.0069355798483772884 -0.0015591681815844785 0.0066860098664364995 0.005940479468471033 0.0032219327746451096 0.0050730136091814348 0.014312489438739164
leaf_weight=89 68 52 97 72 52 56 64 61 57 95 52 95 96 52 68 1127 60 58 91 68 55 65 87 75 54 53 52
leaf_count=89 68 52 97 72 52 56 64 61 57 95 52 95 96 52 68 1127 60 58 91 68 55 65 87 75 54 53 52
internal_value=0 0.0030694 0.00688193 0.00651397 0.0122949 0.00594456 0.00225862 0.00405586 0.00521885 0.00314841 0.00209299 -0.000854726 -0.00434002 0.00535399 0.0084633 0.00678576 0.00645301 0.00605792 0.0114888 0.00237413 -0.000646674 0.00537755 0.00227549 0.00204821 -0.00132751 0.00981913 0.0179487
internal_weight=0 908 2063 1966 176 1790 333 840 269 726 606 318 223 288 120 1457 1401 1341 149 180 123 1192 193 127 106 114 104
internal_count=2971 908 2063 1966 176 1790 333 840 269 726 606 318 223 288 120 1457 1401 1341 149 180 123 1192 193 127 106 114 104
is_linear=0
shrinkage=0.16829


Tree=6483
num_leaves=27
num_cat=0
split_feature=2 13 1455 43 12 16 43 12 13 3 3 2 12 3 12 13 51 16 42 42 51 402 16 43 16 1
split_gain=0.223213 0.275828 0.17998 0.173398 0.36966 0.189179 0.192998 0.176019 0.369191 0.156201 0.151493 0.14749 0.293494 0.157999 0.139473 0.190291 0.14479 0.222098 0.121246 0.182809 0.120312 0.0965432 0.0736776 0.0482252 0.0353776 0.0309538
threshold=0.098290000000000002 0.18123500000000001 0.09499500000000001 -0.11158 0.085760000000000017 -0.080909999999999996 -0.25708499999999995 -1.0000000180025095e-35 -0.0088749999999999992 -0.034509999999999992 0.088880000000000015 0.088735000000000022 0.086935000000000012 -0.10519499999999998 -0.11319999999999998 -0.094609999999999986 -0.082264999999999991 0.51165500000000008 0.093765000000000015 0.079335000000000003 1.0000000180025095e-35 0.082470000000000016 -0.080084999999999976 -0.078039999999999984 -0.071129999999999985 0.11539500000000001
decision_type=2 2 2 2 2 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 4 -1 -6 -7 8 23 11 -11 13 -13 -9 -2 25 17 -17 19 20 -18 -15 -14 -5 -20 -16
right_child=1 -3 -4 7 5 6 -8 9 -10 10 -12 12 22 21 15 16 18 -19 24 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.020540105022761049 0.010976989261662191 -0.0082723331837103661 0.014984641129685132 0.0013801213376913137 -0.0018858311136618281 0.0019810223838098258 0.015455864504515155 0.013029072497641946 -0.01146833872891727 0.017120173362166553 0.0058739216190088085 -0.0078751860279276178 0.007640647979687964 0.0046237259408665075 -0.00086296278352447392 -0.0079332358090685069 0.0034115112209773873 0.004747027825117379 0.0034499427120403044 0.015512145174097627 0.01133852682650611 0.0093432956696550499 0.0022450393688351819 0.0082547985038310123 -0.0023343369314974341 -0.0060676132186311483
leaf_weight=65 63 62 58 54 61 54 69 82 56 61 78 69 115 838 81 66 235 96 64 59 71 145 194 64 56 55
leaf_count=65 63 62 58 54 61 54 69 82 56 61 78 69 115 838 81 66 235 96 64 59 71 145 194 64 56 55
internal_value=0 0.00255418 0.00572494 0.00545618 0.00961967 0.00575214 0.00955469 0.00486478 -0.000205748 0.00542361 0.0108223 0.00490233 0.00203922 0.00591684 0.00334974 0.00273376 0.00393778 -0.000407916 0.00539304 0.00691932 0.00525666 0.00532173 0.00425893 0.00512399 0.000735641 -0.002981
internal_weight=0 908 2063 2005 249 184 123 1756 174 1582 139 1443 378 1065 846 783 647 162 485 365 306 983 309 118 120 136
internal_count=2971 908 2063 2005 249 184 123 1756 174 1582 139 1443 378 1065 846 783 647 162 485 365 306 983 309 118 120 136
is_linear=0
shrinkage=0.16829


Tree=6484
num_leaves=30
num_cat=0
split_feature=474 2 16 2 2 13 133 13 16 2 1203 133 376 16 2 472 12 16 12 42 151 13 159 42 42 12 12 42 159
split_gain=0.159625 0.197889 0.2347 0.232758 0.228603 0.248029 0.16773 0.157497 0.148071 0.147174 0.146449 0.205138 0.144267 0.161529 0.240933 0.140346 0.162107 0.136711 0.189806 0.18891 0.132708 0.163371 0.134261 0.119384 0.128988 0.112401 0.0950978 0.082761 0.0635466
threshold=0.088510000000000019 0.086545000000000025 -1.0000000180025095e-35 0.090835000000000013 0.098970000000000016 0.036560000000000002 0.41616500000000006 -0.071964999999999987 0.51165500000000008 0.11504500000000002 0.085595000000000018 -0.44221499999999997 0.081270000000000023 -0.0090799999999999995 0.072175000000000017 -1.0000000180025095e-35 0.087745000000000004 -0.088604999999999975 0.091840000000000019 0.088305000000000008 0.077805000000000013 0.05889500000000001 -0.094429999999999986 0.083825000000000024 0.09364500000000002 0.080635000000000012 0.103675 0.09087000000000002 0.10557000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 10 -4 7 8 12 -5 9 -6 11 -3 13 17 27 -2 28 23 19 -19 21 22 -13 25 -25 -1 -23 -15 -17
right_child=15 2 3 4 5 -7 -8 -9 -10 -11 -12 20 -14 14 -16 16 -18 18 -20 -21 -22 26 -24 24 -26 -27 -28 -29 -30
leaf_value=0.010992652453651318 0.0014001260737881813 0.014443792291220333 -0.010303188797061803 0.00048012620113282198 -0.0069946049382658112 -0.008461590724439921 -0.0029915414352613204 0.013272078223279296 0.0077748275787303577 0.0048894377842074377 -0.004926225239377943 0.0098356291707092924 -0.0015693589621570592 0.0095860612674073115 0.017227502444191453 0.003351110984782277 0.017889182617539981 0.0030972838065310916 0.010520743918203098 -0.0073488533269817132 0.011087927138215428 0.011833248670253703 0.00155566635664251 0.014254229356094401 0.0040477896830717107 0.0016985178928138295 0.0030324869724612283 0.0021609519350483841 0.01124442462845252
leaf_weight=53 65 52 63 52 68 102 65 58 73 52 53 60 70 97 86 64 58 267 76 60 63 87 754 107 53 123 59 77 54
leaf_count=53 65 52 63 52 68 102 65 58 73 52 53 60 70 97 86 64 58 267 76 60 63 87 754 107 53 123 59 77 54
internal_value=0 0.00358935 0.00237956 -0.000785604 0.000690473 -0.00174612 0.00529045 0.00724131 0.00179368 -0.00182988 0.00369436 0.00412104 0.00579571 0.00631358 0.00992846 0.00811469 0.0105843 0.00503934 0.00294199 0.00117507 0.00359457 0.00310095 0.00216819 0.00754956 0.0108846 0.00450753 0.00828908 0.00631056 0.00697853
internal_weight=0 2730 1596 468 405 295 1134 110 193 120 1128 1075 1069 999 260 241 176 739 403 327 1023 960 814 336 160 176 146 174 118
internal_count=2971 2730 1596 468 405 295 1134 110 193 120 1128 1075 1069 999 260 241 176 739 403 327 1023 960 814 336 160 176 146 174 118
is_linear=0
shrinkage=0.16829


Tree=6485
num_leaves=18
num_cat=0
split_feature=39 13 42 14 49 16 0 49 13 0 14 0 16 13 16 49 52
split_gain=5.116 3.73857 1.61866 1.26504 0.807851 0.683602 0.816861 0.869046 0.55439 0.520263 0.591696 0.507133 0.353899 0.349957 0.31849 0.282405 0.181302
threshold=0.084720000000000004 -0.27740999999999993 -0.026374999999999999 -0.31108499999999994 0.14321000000000003 -0.26194999999999996 -0.10594499999999998 -1.0000000180025095e-35 -0.08620499999999999 -0.13409999999999997 0.073890000000000011 -0.018054999999999998 0.25032500000000008 -0.47365999999999991 -0.13800499999999996 0.011845000000000001 -0.43279999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -2 -3 5 6 7 -5 -4 10 -7 14 15 -1 -10 -11 -14
right_child=2 3 8 4 -6 9 -8 -9 11 12 -12 -13 16 -15 -16 -17 -18
leaf_value=0.00056158526577404565 0.0010136019984573273 0.00045252821486325588 0.0006142575869704307 0.00068093528034279859 0.00063886873788295386 0.00065674235813553651 0.00054172513472731704 0.001172207495748621 -2.5556786111963743e-05 0.0010098976621173807 0.0010680786790538367 0.00051554246334966389 0.00096868804444740278 0.00022160971458662856 0.00031064137144646106 0.0011327001625423135 0.00080368831810610948
leaf_weight=64 52 54 76 73 81 101 83 86 57 1443 62 65 199 69 66 244 120
leaf_count=64 52 54 76 73 81 101 83 86 57 1443 62 65 199 69 66 244 120
internal_value=0 0.00092525 0.000481067 0.000953434 0.000964274 0.000975192 0.000808065 0.000946876 0.00037604 0.000993822 0.000813418 0.000279552 0.00100846 0.000385472 0.000154556 0.00102768 0.00090673
internal_weight=0 2679 316 2546 2492 2411 242 159 264 2169 163 188 2006 133 123 1687 319
internal_count=2995 2679 316 2546 2492 2411 242 159 264 2169 163 188 2006 133 123 1687 319
is_linear=0
shrinkage=0.0032998


Tree=6486
num_leaves=29
num_cat=0
split_feature=1 4 15 2 52 4 159 0 4 1 11 1 52 50 15 48 4 51 2 2 4 2 1446 13 15 403 159 403
split_gain=0.322546 0.541512 0.258285 0.215925 0.178028 0.183304 0.161359 0.269041 0.20149 0.131097 0.216536 0.206881 0.201059 0.402545 0.414622 0.320762 0.172962 0.29307 0.131944 0.121862 0.11739 0.112312 0.148141 0.155206 0.0974242 0.0966627 0.0847519 0.0750288
threshold=0.11539500000000001 -0.040394999999999993 -0.043134999999999993 -0.023999999999999997 0.093130000000000004 -0.082689999999999986 0.087060000000000012 -0.051824999999999989 0.51367000000000018 0.083065000000000014 0.086595000000000019 1.0000000180025095e-35 -0.072144999999999987 0.083090000000000011 -0.016434999999999995 0.09062000000000002 -0.020619999999999996 -0.022999999999999996 0.084095000000000017 0.13270000000000001 0.024470000000000002 0.10060500000000001 0.037915000000000011 -0.081124999999999989 -0.043134999999999993 0.028520000000000004 0.03981500000000001 -0.072664999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 -1 9 -6 7 19 -8 11 12 16 15 14 -14 24 17 -5 -19 -3 21 22 23 -7 -11 26 -18 -15
right_child=1 2 -4 4 5 20 8 -9 -10 10 -12 -13 13 27 -16 -17 25 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.012420623511310873 0.014599111196244135 -0.0037005880284088073 -0.01305293387523556 -0.0098870086453115777 0.014838777288330275 -0.0027683064880166318 0.011164349304953681 -0.013259889733406482 -0.0031123328958741264 -0.0034141840082971388 0.011315909006648047 0.014608433227725988 -0.0017140900898289025 0.0075488478025463384 -0.018545353803601446 0.016162364625734768 0.0057296048754326371 0.0095591412820791866 0.0022061136511736376 0.0061114472437079322 0.0001757815672545128 0.012562852297031635 0.013528347048396793 0.0065646588209865272 0.0044336315627226709 0.0002480239258386134 0.010632956286502068 0.0010379440227256552
leaf_weight=99 60 89 57 52 75 72 59 58 53 72 62 57 135 86 60 54 368 82 449 60 85 84 54 167 118 67 139 122
leaf_count=99 60 89 57 52 75 72 59 58 53 72 62 57 135 86 60 54 368 82 449 60 85 84 54 167 118 67 139 122
internal_value=0 -0.000243272 -0.00261652 0.00470477 0.00439352 0.0071062 -0.000746069 -0.00353497 0.00439238 0.00363507 0.0018127 0.00469788 0.000899261 -0.0014057 -0.00690215 0.00471359 0.00420808 0.0021617 0.00334499 0.00023851 0.00584702 0.00712092 0.00555464 0.00374554 0.00145027 0.00628343 0.00707746 0.00373859
internal_weight=0 436 376 2559 2460 537 319 207 112 1923 709 1214 647 403 195 244 1157 583 531 149 462 377 293 239 190 574 507 208
internal_count=2995 436 376 2559 2460 537 319 207 112 1923 709 1214 647 403 195 244 1157 583 531 149 462 377 293 239 190 574 507 208
is_linear=0
shrinkage=0.16829


Tree=6487
num_leaves=18
num_cat=0
split_feature=4 13 39 11 14 151 48 4 4 13 151 4 11 51 39 43 4
split_gain=19.2625 6.62194 3.90681 1.7984 1.34031 0.948484 0.839588 0.795762 1.5282 0.602888 0.832752 0.530844 0.518323 0.391567 0.260105 0.23276 0.175489
threshold=0.31392000000000003 -0.23438999999999996 0.08456000000000001 1.0000000180025095e-35 -0.45687499999999998 0.011180000000000001 0.092265000000000014 -0.10701499999999999 -0.47860499999999995 -0.079199999999999979 -1.0000000180025095e-35 0.42118000000000005 0.084110000000000004 0.086450000000000013 0.091180000000000011 0.064420000000000019 0.55074000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 5 -2 7 14 8 -3 15 -11 -6 -5 -1 -4 -9 -13
right_child=4 2 6 12 11 -7 -8 9 -10 10 -12 16 -14 -15 -16 -17 -18
leaf_value=0.00068787107902798647 0.0008807546298992187 0.0014639646982561698 0.00089106684511461244 0.0019219167883292093 0.00052893578897326282 0.0010043953994429136 0.00056386408435823792 0.0014595409085281191 0.0007844430626047235 0.0010536728806861714 0.0013500107679738184 0.00010634949698921795 0.0015411920241948708 0.00028701922547452892 0.0011966169868359228 0.0012338586160856721 0.00032184737112389713
leaf_weight=53 59 70 70 66 93 91 65 683 75 115 1123 81 100 54 56 56 85
leaf_count=53 59 70 70 66 93 91 65 683 75 115 1123 81 100 54 56 56 85
internal_value=0 0.00129074 0.00132424 0.00136072 0.000431549 0.0013358 0.000869669 0.00134999 0.00111273 0.00136738 0.00132251 0.000329084 0.00169278 0.000485901 0.00102715 0.00144249 0.000216907
internal_weight=0 2677 2570 2379 318 2213 191 2122 145 1977 1238 259 166 107 126 739 166
internal_count=2995 2677 2570 2379 318 2213 191 2122 145 1977 1238 259 166 107 126 739 166
is_linear=0
shrinkage=0.0032998


Tree=6488
num_leaves=32
num_cat=0
split_feature=4 3 3 39 14 10 10 4 4 133 3 51 3 13 3 13 159 159 4 3 0 42 128 50 4 0 42 159 42 42 0
split_gain=14.7307 4.5681 2.23084 1.21317 1.12692 0.792241 0.744793 0.73122 0.649325 0.50258 0.467341 0.615953 0.59586 0.29127 0.280353 0.254255 0.248626 0.368624 0.237498 0.263715 0.216762 0.187826 0.132324 0.125249 0.239332 0.471898 0.132631 0.112302 0.086117 0.0659588 0.0434501
threshold=0.31392000000000003 -0.066789999999999974 0.28833000000000003 0.08252000000000001 -0.45687499999999998 -0.0062549999999999993 -1.0000000180025095e-35 -0.082199999999999981 -0.35269999999999996 0.084675000000000014 0.093925000000000022 0.043405000000000006 -0.0037099999999999998 -0.0090849999999999976 -0.080504999999999979 -0.052719999999999996 0.11320500000000001 0.0043550000000000004 0.043640000000000005 -0.088584999999999983 0.12429000000000001 0.091265000000000013 0.085885000000000017 0.088495000000000004 -0.10701499999999999 -0.087359999999999979 0.086135000000000003 0.087360000000000007 -0.089179999999999982 -0.011964999999999998 -0.14385499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 8 -2 -5 -6 20 -3 -7 11 12 -10 16 22 -8 17 18 19 -9 23 -20 28 24 -1 -26 -27 -19 -15 -30 -17
right_child=4 2 -4 5 6 9 15 13 10 -11 -12 -13 -14 14 -16 30 -18 27 21 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31 -32
leaf_value=0.0012660871735199536 0.00089542554958107091 0.0014192002054674202 0.00044804164990125612 0.0005113289645588678 4.3906390663957499e-05 0.001140568370491092 0.00035669432107168753 0.0010798842055841085 0.0011474896507932505 0.00074151935373476094 0.00088891191206619442 0.00085359746781399782 0.0015643793024185265 0.001175465408883133 0.00095910496620823106 0.00065957872962249422 0.0011119106652245697 0.0016048866496558146 0.0010112740633957185 0.0013240460292965016 0.0012345805714410745 0.0012897153280472136 0.0010792484315302975 0.001590806934329281 0.0017248193703293814 0.0014413018533938427 0.0012581209650268258 0.0013916376311651428 0.001422489638845961 0.0012482278280868575 0.00052150545151295356
leaf_weight=89 59 89 71 54 54 87 97 53 139 58 86 52 52 65 53 54 75 53 58 802 65 52 52 58 62 222 58 65 53 54 54
leaf_count=89 59 89 71 54 54 87 97 53 139 58 86 52 52 65 53 54 75 53 58 802 65 52 52 58 62 222 58 65 53 54 54
internal_value=0 0.00123479 0.00100281 0.00106659 0.000483396 0.000853868 0.0003894 0.00131502 0.00116778 0.000981192 0.00109966 0.0011741 0.00126117 0.00127546 0.00117796 0.000480236 0.00129875 0.00131166 0.0012901 0.00130895 0.00141742 0.00114322 0.00122959 0.00144165 0.0014215 0.00146184 0.00140348 0.00148772 0.00127484 0.00133487 0.000590868
internal_weight=0 2677 688 617 318 199 259 1989 418 145 329 243 191 1435 277 205 1158 1083 965 855 554 110 224 489 431 342 280 118 172 107 108
internal_count=2995 2677 688 617 318 199 259 1989 418 145 329 243 191 1435 277 205 1158 1083 965 855 554 110 224 489 431 342 280 118 172 107 108
is_linear=0
shrinkage=0.0032998


Tree=6489
num_leaves=19
num_cat=0
split_feature=1 4 10 160 159 1 47 4 1429 132 43 11 13 447 1 13 3 474
split_gain=0.356898 0.411659 0.317589 0.198196 0.142063 0.190237 0.262531 0.117177 0.115042 0.115343 0.196076 0.193465 0.150684 0.138839 0.196255 0.162746 0.10509 0.0731402
threshold=0.11561500000000001 -0.040394999999999993 -0.088499999999999981 -0.54243999999999992 0.096205000000000027 0.13216000000000003 0.084695000000000006 0.50541500000000006 0.08759500000000002 0.082230000000000011 -0.081864999999999979 0.077330000000000024 0.076825000000000018 0.088115000000000013 0.11156000000000001 0.15415000000000004 -0.094334999999999988 0.095575000000000007
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 -7 9 11 16 13 -13 14 15 -5 -11 -10
right_child=1 2 4 8 -6 7 -8 -9 17 10 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=0.013886563939957399 0.013608681481800344 -0.013217896764791901 -0.015076925650970597 0.0054899222320228197 0.0059238317101031994 0.0084118335719070656 0.0012714337315688691 -0.002570735651107524 -0.0040693455572263174 -0.0077951795077079453 0.0080045780114132801 0.019075135116581543 0.0071998099380946373 0.013824769617124668 -0.0041272465330196234 0.012173194078594098 0.0020424267473863151 0.0047324144370092741
leaf_weight=85 60 55 54 1800 99 58 57 52 55 54 93 57 66 60 57 110 71 52
leaf_count=85 60 55 54 1800 99 58 57 52 55 54 93 57 66 60 57 110 71 52
internal_value=0 0.000663268 -0.00140321 0.00588192 0.000621829 -0.00174515 -0.00666564 0.00320374 0.00560629 0.00585021 0.00214908 0.00622465 0.0127176 0.00582977 0.00558498 0.00587576 -0.00219305 0.000191355
internal_weight=0 435 375 2560 320 221 111 110 2475 2368 218 2150 123 2027 1967 1910 125 107
internal_count=2995 435 375 2560 320 221 111 110 2475 2368 218 2150 123 2027 1967 1910 125 107
is_linear=0
shrinkage=0.16829


Tree=6490
num_leaves=23
num_cat=0
split_feature=1 3 4 2 15 2 1 4 15 47 2 43 34 1204 1 484 3 43 2 43 131 2
split_gain=12.0495 2.598 2.31582 1.27052 0.833426 0.760414 0.660607 1.06339 0.752669 1.17089 0.532545 0.499223 0.311372 0.285669 0.280849 0.234487 0.185215 0.196663 0.173579 0.170011 0.0856917 0.0214418
threshold=0.10921500000000002 -0.036264999999999992 0.31392000000000003 0.14132000000000003 -0.077474999999999988 0.123795 0.092395000000000019 -0.22295999999999996 0.090725000000000014 0.086165000000000005 0.13154000000000002 -0.081054999999999974 -0.010739999999999998 -1.0000000180025095e-35 0.12072500000000001 0.12389500000000002 0.088880000000000015 0.049545000000000006 0.11693000000000002 -0.036849999999999994 0.093130000000000018 0.086665000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 4 12 14 10 -8 9 11 13 -9 -3 20 -2 16 17 -15 -14 -10 21 -1
right_child=1 3 -4 -5 -6 -7 7 8 19 -11 -12 -13 18 15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0012292686822524958 0.0010308750394779351 0.00011245131969699931 0.00042620491765742917 3.4977199302445965e-06 0.0007501484220429909 0.0004728158916482514 0.0012671559661750818 0.00072317599970913085 0.00092089799284067594 0.0010512011033504741 0.00075587695109809085 0.000274947272170406 0.00055092020931815243 0.001099282642217328 0.00072487194884841247 0.0012637562274490073 0.00092109897432253094 0.00099332655135820074 0.00028789237502408144 0.0011819620859503163 0.0013438597232930177 0.0011189866530271686
leaf_weight=52 93 53 64 98 71 58 82 53 57 66 52 56 56 1364 52 78 83 231 55 56 54 52
leaf_count=52 93 53 64 98 71 58 82 53 57 66 52 56 56 1364 52 78 83 231 55 56 54 52
internal_value=0 0.000499036 0.0010464 0.000319489 0.000451114 0.000793392 0.00106337 0.00093478 0.000840023 0.000703858 0.00108756 0.000493217 0.000321439 0.00109655 0.000921379 0.00108429 0.00107592 0.00108396 0.000420908 0.00105059 0.00123258 0.00117447
internal_weight=0 536 2400 333 235 203 2336 370 288 175 1966 109 164 1914 145 1756 1678 1595 111 113 158 104
internal_count=2936 536 2400 333 235 203 2336 370 288 175 1966 109 164 1914 145 1756 1678 1595 111 113 158 104
is_linear=0
shrinkage=0.0032998


Tree=6491
num_leaves=21
num_cat=0
split_feature=1 4 12 12 1 1 4 11 0 1 0 4 4 10 13 11 1 4 49 13
split_gain=16.2508 2.73477 2.55618 1.60371 1.56082 1.49956 0.796901 0.619037 0.60544 0.936207 0.595766 0.523143 0.494521 0.452184 0.388685 0.379985 0.256437 0.256012 0.206303 0.188687
threshold=0.10921500000000002 0.31392000000000003 0.085075000000000026 -1.0000000180025095e-35 0.13130500000000003 0.09258000000000001 0.51292000000000015 1.0000000180025095e-35 -0.12851999999999997 0.087545000000000026 0.10446500000000002 0.057200000000000008 0.059230000000000012 -1.0000000180025095e-35 0.049070000000000009 0.084110000000000004 0.13601500000000002 0.0060300000000000015 -0.0072349999999999992 -0.082794999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 5 11 17 13 8 9 -5 12 -4 14 -2 -10 -9 18 -1 -15 -14
right_child=2 -3 4 7 -6 -7 -8 15 10 -11 -12 -13 19 16 -16 -17 -18 -19 -20 -21
leaf_value=0.001320910499735362 0.00024612839467260522 0.00051409852970197515 0.0012950389272307166 0.0012447114761660737 0.00039365108425730959 0.00057055894389994245 0.00014438862948998595 0.0016319245753390742 0.001278303436171174 0.00068450109302829374 0.00088872294080763459 0.00086675898875189202 0.0011932252036380886 0.00047820847728933049 0.001119840005827081 0.0012851172492111989 0.00037468315319143307 0.00099765745112633366 0.00074356641415403157 0.00095983296816701518
leaf_weight=57 63 64 61 75 52 80 102 65 1464 58 54 65 71 52 195 77 54 53 87 87
leaf_count=57 63 64 61 75 52 80 102 65 1464 58 54 65 71 52 195 77 54 53 87 87
internal_value=0 0.00118802 0.000552382 0.00120647 0.000875714 0.000915173 0.000391521 0.00123224 0.00121721 0.00100067 0.00123258 0.00107438 0.00124278 0.000489851 0.0012597 0.00144412 0.000569225 0.00116548 0.000644549 0.00106493
internal_weight=0 2400 536 2336 178 190 358 2146 2004 133 1871 126 1817 256 1659 142 193 110 139 158
internal_count=2936 2400 536 2336 178 190 358 2146 2004 133 1871 126 1817 256 1659 142 193 110 139 158
is_linear=0
shrinkage=0.0032998


Tree=6492
num_leaves=23
num_cat=0
split_feature=1 1 124 457 2 34 2 51 160 2 52 11 1204 15 484 13 157 484 484 124 11 1203
split_gain=8.84908 2.1601 1.13933 0.945586 0.861465 0.785423 1.16453 0.479548 0.497647 0.479858 0.411154 0.393228 0.278796 0.278008 0.26062 0.224113 0.217948 0.406054 0.257623 0.200423 0.199992 0.0580127
threshold=0.12072500000000001 0.093435000000000004 -1.0000000180025095e-35 0.041935000000000007 0.11366500000000002 -0.027829999999999997 0.13388500000000003 -0.11101499999999999 -0.080184999999999992 0.11454500000000002 -0.052874999999999991 1.0000000180025095e-35 -1.0000000180025095e-35 -0.077474999999999988 0.12497000000000001 -0.035924999999999992 -0.080799999999999983 0.085405000000000023 0.024650000000000002 -0.086804999999999979 1.0000000180025095e-35 0.088010000000000019
decision_type=2 2 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 7 11 -2 13 -4 -9 20 -8 12 21 -7 16 -6 17 -14 -18 -3 -10 -1
right_child=5 2 3 -5 15 6 10 8 9 -11 -12 -13 14 -15 -16 -17 18 -19 -20 -21 -22 -23
leaf_value=0.0010338201679437617 -4.7431754775590085e-05 0.00055093442384121201 0.0011144563495082468 0.0004167113504863357 0.00081922440537998242 0.00046156326516410195 -4.8881747395047153e-05 0.001065114629848217 0.00075708499895948305 0.00050026996895329392 0.00031557567884108308 0.0011643004188340584 0.0009456688868720222 0.00079299348549855019 0.0011389905970389167 0.00056716295989975372 0.00092695122822347134 0.0006505642402818778 0.0010833992279670232 0.00026863405281388338 0.00098771125082113107 0.0011780955813903257
leaf_weight=92 57 56 60 67 86 54 52 62 178 71 95 98 128 58 67 72 1203 86 130 55 55 54
leaf_count=92 57 56 60 67 86 54 52 62 178 71 95 98 128 58 67 72 1203 86 130 55 55 54
internal_value=0 0.000887422 0.000714077 0.00078216 0.000939339 0.000302697 0.000379888 0.000839554 0.000794391 0.000739062 0.000186412 0.000959283 0.000947847 0.000633511 0.000935199 0.000704584 0.00092635 0.00082724 0.000942235 0.000411373 0.000811676 0.00108742
internal_weight=0 2620 604 493 2016 316 259 426 366 304 147 1858 1760 112 1614 158 1547 214 1333 111 233 146
internal_count=2936 2620 604 493 2016 316 259 426 366 304 147 1858 1760 112 1614 158 1547 214 1333 111 233 146
is_linear=0
shrinkage=0.0032998


Tree=6493
num_leaves=18
num_cat=0
split_feature=1 52 3 1375 155 42 1204 3 1210 1210 1 1213 49 4 0 34 0
split_gain=0.374718 0.311033 0.272103 0.188512 0.149635 0.169498 0.161324 0.179674 0.177888 0.142414 0.151336 0.183347 0.137605 0.248982 0.132682 0.13165 0.21952
threshold=0.12072500000000001 -0.049669999999999999 -0.01223 -0.10702499999999998 0.082120000000000012 0.090385000000000007 -0.08329499999999998 -0.085374999999999993 -0.074724999999999986 -0.055134999999999997 0.098715000000000011 -0.086579999999999976 0.091005000000000016 0.6214050000000001 -0.034759999999999992 -0.016844999999999995 -0.0058249999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 14 -5 9 -9 -8 11 -11 13 -3 -6 -10 -17
right_child=1 12 -4 4 5 -7 7 8 15 10 -12 -13 -14 -15 -16 16 -18
leaf_value=-0.0024170594256761511 0.001605596350868801 0.012304445328278846 -0.015340825813036184 0.013433875792027304 0.019352535522854843 0.0030850067619042653 -0.0044914417352091944 0.015146728302015473 0.014874543814706584 -0.0038803384511036923 -0.0021836584725847472 0.0064655574594669257 -0.0027195229233697438 -0.0017207520694781779 0.0092353686368124299 0.0069304825587141478 -0.002854433105567883
leaf_weight=64 53 93 54 90 72 54 52 76 55 53 81 548 58 58 77 1330 68
leaf_count=64 53 93 54 90 72 54 52 76 55 53 81 548 58 58 77 1330 68
internal_value=0 0.000442646 -0.00693001 0.0065835 0.00680957 0.0112054 0.00642957 0.00615021 0.00719064 0.00398044 0.00462903 0.0055502 0.00422576 0.00690539 0.0141363 0.00677326 0.00645325
internal_weight=0 316 107 2620 2556 203 2353 2263 1529 734 682 601 209 151 149 1453 1398
internal_count=2936 316 107 2620 2556 203 2353 2263 1529 734 682 601 209 151 149 1453 1398
is_linear=0
shrinkage=0.16829


Tree=6494
num_leaves=13
num_cat=0
split_feature=34 106 3 48 9 0 48 48 3 16 157 484
split_gain=0.259168 0.384996 0.182551 0.675349 0.194722 0.177969 0.219288 0.274496 0.161621 0.15517 0.153975 0.153871
threshold=-0.066379999999999981 0.08024000000000002 0.13772500000000001 0.094275000000000012 0.08542000000000001 -0.23043999999999995 -0.083779999999999979 -0.024949999999999996 0.31966500000000003 -0.071129999999999985 0.068620000000000014 0.059895000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 8 5 -2 -7 -8 -4 11 -11 -9
right_child=2 -3 3 -5 -6 6 7 9 -10 10 -12 -13
leaf_value=-0.013271623241146509 0.012580050256478192 0.0058802845433837325 0.013622813376864292 -0.015829508593163857 0.015426612278178882 0.015439938439047904 -0.0068753990127697114 0.0061027814693729188 0.00080082373869657991 0.0033148787046323258 0.010022628174945515 0.014626796980816353
leaf_weight=54 94 66 56 53 56 57 55 1044 56 1175 106 64
leaf_count=54 94 66 56 53 56 57 55 1044 56 1175 106 64
internal_value=0 -0.0027231 0.00525308 -0.000167558 0.00559115 0.0053782 0.00510681 0.00486508 0.00722786 0.00513612 0.00387133 0.00659676
internal_weight=0 120 2816 165 2651 2595 2501 2444 112 2389 1281 1108
internal_count=2936 120 2816 165 2651 2595 2501 2444 112 2389 1281 1108
is_linear=0
shrinkage=0.16829


Tree=6495
num_leaves=23
num_cat=0
split_feature=4 2 123 2 10 2 1446 159 39 2 2 52 1429 16 2 42 16 4 42 43 16 2
split_gain=30.0698 8.45946 6.1814 1.22844 1.16873 0.957691 0.778402 0.760886 0.625245 0.614281 0.397668 0.39698 1.10573 0.609299 0.439207 0.353435 0.322176 0.214579 0.146369 0.0821005 0.100171 0.0706103
threshold=0.31392000000000003 0.13501500000000002 1.0000000180025095e-35 0.10773000000000001 -1.0000000180025095e-35 0.15305000000000002 0.037915000000000011 0.040460000000000003 0.08955500000000001 0.086365000000000011 0.13084500000000002 -0.092399999999999982 0.084710000000000021 -0.011349999999999997 0.090485000000000024 0.088805000000000009 0.51279500000000011 -0.083904999999999993 0.090775000000000008 -0.019324999999999998 -0.032699999999999993 0.10773000000000001
decision_type=2 2 2 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 -3 11 15 10 -4 21 13 14 -1 -13 16 -5 -8 -15 20 -19 -6
right_child=4 5 9 7 8 -7 17 -9 -10 -11 -12 12 -14 18 -16 -17 -18 19 -20 -21 -22 -23
leaf_value=0.0019871920572623642 3.0719643593484958e-05 0.00090704883384535467 0.000566675534088038 0.0012378877952994784 0.00064143194284182158 0.00031405729675729503 0.0019573992180308016 0.0010091338203701903 0.00025573347708240896 0.0010290984267190921 0.00040730231675845785 0.0016124603421272799 0.0011360972445828186 0.0016583914829403474 0.0014808524037756145 0.0016328412802495394 0.0015665955300647137 0.001770986500166113 0.0014784617131526042 0.0018293809425853585 0.0015623146841726937 0.00079757166378210096
leaf_weight=60 62 68 53 93 61 53 62 52 66 78 62 1077 65 263 383 80 52 56 66 60 55 75
leaf_count=60 62 68 53 93 61 53 62 52 66 78 62 1077 65 263 383 80 52 56 66 60 55 75
internal_value=0 0.00150065 0.00154104 0.00157878 0.000439024 0.0006476 0.00160556 0.0013711 0.000534781 0.00084228 0.000627618 0.00158348 0.00155915 0.00167876 0.00157796 0.0014546 0.00135601 0.00178682 0.0016224 0.00172477 0.00166791 0.000727797
internal_weight=0 2676 2555 2424 326 121 2147 277 264 131 198 1914 1525 389 1460 225 145 233 329 171 111 136
internal_count=3002 2676 2555 2424 326 121 2147 277 264 131 198 1914 1525 389 1460 225 145 233 329 171 111 136
is_linear=0
shrinkage=0.0032998


Tree=6496
num_leaves=22
num_cat=0
split_feature=16 16 52 9 123 3 160 52 3 16 1210 2 52 399 52 3 42 51 2 160 16
split_gain=0.258699 0.370837 0.242999 0.242945 0.238047 0.220558 0.208791 0.246877 0.19708 0.200125 0.162099 0.144314 0.133533 0.148381 0.138202 0.220373 0.124815 0.159368 0.133012 0.067312 0.0423184
threshold=-0.10850999999999998 -0.13895999999999997 0.5140450000000002 0.037245000000000007 0.088610000000000008 0.18595000000000003 0.058535000000000011 0.12456500000000001 -0.070619999999999988 -0.43491999999999992 -0.080804999999999974 0.08511500000000001 0.10523 0.090145000000000017 0.13248000000000001 -0.070619999999999988 0.094350000000000003 -0.064959999999999976 0.091235000000000024 -0.52641999999999989 -0.33811499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 10 6 7 8 20 -10 11 -2 13 16 -14 19 18 -18 -12 -16 -1
right_child=2 -3 -4 -5 -6 -7 -8 -9 9 -11 12 -13 14 -15 15 -17 17 -19 -20 -21 -22
leaf_value=0.0014754184997695227 -0.0049235770086256056 -0.0094319165096049158 -0.0033489488098785744 -0.0067301934508430007 -0.0034697969570587164 0.015006481625823976 0.011125973956596978 0.0096493096782345102 -0.00017145896387556989 -0.012803736782587847 0.0075658807885808591 0.0066038788221980975 0.016461742736492417 -0.0010772034654747992 0.0089898861634000338 0.015872165482031023 0.017819156979582629 0.0079712925378356923 0.0041981480282996661 0.0012188886798789494 0.0080170451345794817
leaf_weight=54 60 66 71 55 64 56 89 91 113 52 1016 63 83 66 52 71 64 176 498 82 60
leaf_count=54 60 66 71 55 64 56 89 91 113 52 1016 63 83 66 52 71 64 176 498 82 60
internal_value=0 0.00250239 0.00633074 0.00388741 0.00663098 0.00502482 0.0038031 0.00203679 -0.000439704 -0.00416343 0.00692155 0.000966123 0.00726819 0.00673268 0.010646 0.00828263 0.00702758 0.0106049 0.00645932 0.00424791 0.00493414
internal_weight=0 636 2366 570 2295 515 459 370 279 165 2231 123 2108 1820 288 205 1754 240 1514 134 114
internal_count=3002 636 2366 570 2295 515 459 370 279 165 2231 123 2108 1820 288 205 1754 240 1514 134 114
is_linear=0
shrinkage=0.16829


Tree=6497
num_leaves=18
num_cat=0
split_feature=4 1451 48 52 150 0 0 0 4 4 16 4 12 131 1456 48 3
split_gain=0.309702 0.189813 0.158826 0.144903 0.16972 0.178532 0.162644 0.153895 0.137744 0.410139 0.11841 0.147788 0.0819466 0.0750981 0.0698793 0.0901244 0.113699
threshold=0.26777000000000001 0.079450000000000007 -0.035574999999999989 -0.092084999999999986 -0.07009 -0.15651999999999996 -0.096444999999999989 -0.14104999999999998 -0.35269999999999996 -0.10701499999999999 -0.23389999999999997 0.51367000000000018 0.087915000000000007 0.090150000000000022 -0.013064999999999998 0.094535000000000022 -0.094334999999999988
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 -6 -1 -7 -9 -10 11 12 -4 14 -8 16 -16
right_child=2 -3 10 4 5 7 13 8 9 -11 -12 -13 -14 -15 15 -17 -18
leaf_value=0.014476481702445297 -0.0074910493339931826 0.015129597594350112 0.0034758679964048407 -0.003824052155063228 0.011986364770630859 -0.0033703922645040196 0.0013216705159103275 0.011188550211731265 -0.0097530439535098278 0.0047583497684772925 -0.0037319440795620363 0.0095358244824845107 -0.0047803600125510262 0.00075734209679537492 0.0043771154995300467 0.0015930102204861512 0.011304802318812252
leaf_weight=80 65 54 95 69 90 71 53 86 57 1642 84 79 53 62 101 55 206
leaf_count=80 65 54 95 69 90 71 53 86 57 1642 84 79 53 62 101 55 206
internal_value=0 0.00523858 6.96378e-05 0.00503022 0.00436393 0.00465518 0.00743734 0.00429871 0.00460476 0.00427045 0.00165562 0.00365717 0.000507107 0.00625301 0.00706972 0.00790632 0.00903151
internal_weight=0 2626 376 2572 2015 1946 557 1856 1785 1699 311 227 148 477 415 362 307
internal_count=3002 2626 376 2572 2015 1946 557 1856 1785 1699 311 227 148 477 415 362 307
is_linear=0
shrinkage=0.16829


Tree=6498
num_leaves=20
num_cat=0
split_feature=1451 3 156 474 12 49 49 47 43 130 1456 158 13 1 132 400 12 0 43
split_gain=0.164517 0.149162 0.214579 0.184294 0.162793 0.179115 0.272408 0.254792 0.143896 0.128396 0.122306 0.130648 0.113564 0.109803 0.108097 0.164937 0.124827 0.0990605 0.0704192
threshold=0.079450000000000007 -0.049204999999999992 0.083125000000000018 0.088940000000000005 -0.10063999999999999 -0.054319999999999993 -0.084599999999999981 0.091930000000000012 0.11170000000000001 0.11974000000000001 -0.063379999999999978 0.087355000000000016 -0.083654999999999993 0.090795000000000015 -0.083919999999999981 -0.07718499999999999 0.082425000000000012 -0.085424999999999987 -0.075739999999999988
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 4 -4 -3 6 -6 8 13 10 12 14 -1 -7 17 -16 -17 -12 -13
right_child=-2 2 3 -5 5 7 -8 -9 -10 -11 11 18 -14 -15 15 16 -18 -19 -20
leaf_value=0.005039281828466192 0.012951765463062138 0.0067920904358224846 0.011889235074054216 -9.5253954705071581e-05 -0.0025436388777290591 -0.011795927053008992 0.01109433774413883 0.0054573647683889333 0.0031766328377802358 -0.0036944679004258618 0.0051163997984089412 0.0066108211637284694 -0.0033331583749064914 -0.0042207705121523192 -0.0033660016897685842 0.010294309622946691 0.0042471394065052813 0.014700423837549286 0.014939963071043146
leaf_weight=84 55 96 96 58 87 78 79 86 52 54 69 64 101 182 76 104 1471 56 54
leaf_count=84 55 96 96 58 87 78 79 86 52 54 69 64 101 182 76 104 1471 56 54
internal_value=0 0.00364848 0.00170675 0.00736393 0.000384019 -0.000703531 0.0039359 -0.00264308 -0.00488166 0.00438864 0.00459946 0.00500297 0.000458671 -0.00650023 0.00464087 0.00427761 0.00464759 0.00942442 0.0104377
internal_weight=0 2947 814 154 660 564 166 398 312 2133 2079 1894 185 260 1776 1651 1575 125 118
internal_count=3002 2947 814 154 660 564 166 398 312 2133 2079 1894 185 260 1776 1651 1575 125 118
is_linear=0
shrinkage=0.16829


Tree=6499
num_leaves=22
num_cat=0
split_feature=3 15 148 3 15 3 42 3 447 3 42 15 1447 3 11 15 50 11 133 3 160
split_gain=9.09606 2.71932 2.06303 2.02708 1.10844 0.846165 1.13111 0.789248 0.625128 0.487303 0.34545 0.339019 0.307885 0.346295 0.467532 0.246 0.278237 0.245347 0.214716 0.17748 0.0744895
threshold=-0.049204999999999992 -0.26361999999999991 -0.043434999999999994 0.28833000000000003 -0.24511999999999998 -0.0037099999999999998 -1.0000000180025095e-35 0.10402500000000002 0.086260000000000017 0.094635000000000011 0.12462000000000002 -0.031624999999999993 -0.082844999999999988 -0.115685 0.074925000000000005 0.096415000000000015 -0.041284999999999995 0.086175000000000015 0.041800000000000011 -0.015169999999999998 -0.098104999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 9 -3 5 -1 6 -4 11 10 -2 12 -7 18 14 -14 16 -15 -16 -6 -8 -17
right_child=1 2 3 -5 8 7 19 -9 -10 -11 -12 -13 13 15 17 20 -18 -19 -20 -21 -22
leaf_value=0.00076213896475817546 0.00025596477978448689 0.00040549764078713998 0.0011915117765256319 0.00044119986076290331 0.0014961817242131385 0.0011426295956427582 0.00055032872078503083 0.00092118624608433287 0.00085528396617551782 0.00060974972173933521 0.0009604506552818345 0.0014317452006629866 0.00088753712745935414 0.0010599326655349685 0.0013778239642647826 0.0012412326434614706 0.0012631815400445964 0.0010942496828013396 0.0012501992485208469 0.00079754195758438659 0.0010942805199011959
leaf_weight=61 90 83 80 71 79 90 56 100 52 81 54 91 78 80 57 55 1334 86 82 77 165
leaf_count=61 90 83 80 71 79 90 56 100 52 81 54 91 78 80 57 55 1334 86 82 77 165
internal_value=0 0.000794285 0.00089201 0.000963417 0.00120225 0.0010384 0.000880848 0.0011577 0.00121488 0.000423753 0.0012239 0.00128818 0.00123094 0.00121875 0.00109475 0.0012355 0.00125171 0.00120753 0.00137112 0.000693717 0.00113118
internal_weight=0 819 648 565 2183 494 213 281 2122 171 2070 181 2016 1855 221 1634 1414 143 161 133 220
internal_count=3002 819 648 565 2183 494 213 281 2122 171 2070 181 2016 1855 221 1634 1414 143 161 133 220
is_linear=0
shrinkage=0.0032998


Tree=6500
num_leaves=16
num_cat=0
split_feature=14 4 4 52 16 40 4 43 4 16 3 1 1 2 12
split_gain=0.500112 0.369745 0.249731 0.228997 0.166299 0.16501 0.186537 0.224925 0.330517 0.22205 0.213508 0.466954 0.197902 0.1923 0.178121
threshold=-0.13131999999999996 0.31392000000000003 0.41823000000000005 -0.013914999999999999 -0.50318999999999992 -0.084924999999999987 -0.34140499999999996 -0.50589999999999991 -0.10023999999999998 0.25032500000000008 0.092005000000000017 0.11338500000000001 0.098715000000000011 0.086275000000000004 0.093405000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 -3 -1 -4 -2 9 -8 13 -7 12 -12 -10 -9 -11
right_child=1 2 4 -5 -6 6 7 8 10 14 11 -13 -14 -15 -16
leaf_value=0.0080777769495209376 -0.0038314567276708897 -0.010363720744882919 0.0072969240438492487 0.022315479520110298 -0.0039105519023395381 0.015579619211938567 0.01464090250383869 -0.013065307076493997 0.0048413425888715108 -0.0019205715936505129 -0.014854962436373131 0.0075808595483036175 -0.00038855585302706658 0.0013798760328057214 0.011153300622319564
leaf_weight=80 76 85 67 54 85 85 52 52 1833 62 52 53 230 52 56
leaf_count=80 76 85 67 54 85 85 52 52 1833 62 52 53 230 52 56
internal_value=0 0.00330289 -0.00305662 0.0138288 0.00101777 0.0038826 0.00411531 0.00368667 0.00343517 0.00901368 0.00388023 -0.0035131 0.0042574 -0.00582544 0.00426875
internal_weight=0 2840 237 134 152 2603 2527 2324 2272 203 2168 105 2063 104 118
internal_count=2974 2840 237 134 152 2603 2527 2324 2272 203 2168 105 2063 104 118
is_linear=0
shrinkage=0.16829


Tree=6501
num_leaves=18
num_cat=0
split_feature=40 3 42 2 14 2 15 0 2 3 0 479 0 15 15 2 3
split_gain=2.58484 1.60806 1.05863 0.726896 0.482279 0.489677 0.592685 0.483649 0.449405 0.391501 0.249185 0.233476 0.207169 0.158788 0.191953 0.153472 0.10185
threshold=-0.034699999999999988 0.11878500000000002 -0.032499999999999994 0.11806500000000002 0.073890000000000011 -1.0000000180025095e-35 -0.22805999999999996 -0.12851999999999997 0.099655000000000007 -0.10859999999999999 -0.014704999999999998 0.080360000000000015 -0.14867499999999997 -0.088184999999999986 -0.24211499999999997 0.13388500000000003 0.31351000000000001
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 -7 8 -8 -5 13 -9 -3 14 -4 -11 -14
right_child=1 12 10 9 -6 6 7 11 -10 15 -12 -13 16 -15 -16 -17 -18
leaf_value=0.00078740895809603542 0.00048082440524198708 0.00022896388529423874 0.00015423936570008211 0.00025462115209607403 0.00096862040738006263 0.0010331346470575349 0.00066769584806001376 0.00073288138915184986 0.00027931429859661625 0.00072153276528419766 0.0004625552898782223 0.00054320152282750285 0.00056737847071967244 7.3162940393766413e-05 0.00040334179930049709 0.00047399221622458957 0.00037973856925386991
leaf_weight=53 97 60 68 52 83 65 88 1852 52 58 59 75 59 59 68 54 72
leaf_count=53 97 60 68 52 83 65 88 1852 52 58 59 75 59 59 68 54 72
internal_value=0 0.000682853 0.000362855 0.000705375 0.000720467 0.00071121 0.000721676 0.000711864 0.000523691 0.00049241 0.000274128 0.000725517 0.000390706 0.000216936 0.00027905 0.000602497 0.000464517
internal_weight=0 2667 307 2476 2312 2229 2132 2067 140 164 254 1927 191 195 136 112 131
internal_count=2974 2667 307 2476 2312 2229 2132 2067 140 164 254 1927 191 195 136 112 131
is_linear=0
shrinkage=0.0032998


Tree=6502
num_leaves=16
num_cat=0
split_feature=14 4 4 52 10 160 4 52 2 52 457 43 42 2 52
split_gain=0.342347 0.282352 0.171134 0.163565 0.147096 0.143724 0.172102 0.162021 0.156243 0.118899 0.166124 0.125603 0.1058 0.135393 0.0279229
threshold=-0.13131999999999996 0.31392000000000003 0.41552000000000006 -0.013914999999999999 -1.0000000180025095e-35 -0.54959499999999994 -0.35269999999999996 0.5140450000000002 0.097005000000000022 -0.049669999999999999 0.086205000000000018 -0.08237499999999999 0.09364500000000002 0.11693000000000002 -0.54752499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 -1 -2 -6 8 9 -7 11 -11 -8 13 -4 -10
right_child=1 2 12 -5 5 6 7 -9 14 10 -12 -13 -14 -15 -16
leaf_value=0.0070720536126447882 -0.0027901956782341226 -0.009386316710708012 0.0093096494848942703 0.019114490383956524 -0.0045926912917756369 0.015878844700457067 0.0049122923971840274 -0.0037225052004146307 0.0081803922151742134 0.0044893960215335489 0.014008841663238809 0.00010480107185441324 -0.0054002483727789595 -0.0023750906085478946 0.0032399330142675693
leaf_weight=80 94 69 57 54 54 63 262 79 65 1489 54 375 56 55 68
leaf_count=80 94 69 57 54 54 63 262 79 65 1489 54 375 56 55 68
internal_value=0 0.00322792 -0.00232847 0.0119384 0.00373452 0.00397968 0.00416897 0.00375256 0.00895919 0.00402427 0.00482371 0.00208496 0.000559601 0.00355557 0.00566795
internal_weight=0 2840 237 134 2603 2509 2455 2259 196 2180 1543 637 168 112 133
internal_count=2974 2840 237 134 2603 2509 2455 2259 196 2180 1543 637 168 112 133
is_linear=0
shrinkage=0.16829


Tree=6503
num_leaves=30
num_cat=0
split_feature=2 2 12 2 150 2 12 12 16 1211 16 2 51 1429 43 2 43 1453 159 48 2 12 16 2 16 16 2 160 12
split_gain=14.3859 7.44356 2.61754 2.526 1.93262 1.52152 1.13264 1.0137 0.936214 0.572018 0.414158 0.363033 0.357976 0.387154 0.338821 0.378543 0.29724 0.286528 0.279937 0.286216 0.310596 0.216495 0.170851 0.129706 0.0945368 0.0998969 0.0920635 0.129681 0.0897939
threshold=0.11891500000000001 -1.0000000180025095e-35 -0.012249999999999999 0.099845000000000003 1.0000000180025095e-35 0.16730000000000003 -1.0000000180025095e-35 0.090455000000000021 0.26411500000000004 0.076895000000000019 0.51797000000000015 0.10869000000000002 0.080080000000000026 0.084920000000000009 -0.082204999999999986 0.086825000000000013 -1.0000000180025095e-35 -0.040249999999999987 0.10444500000000002 0.036755000000000003 0.13673000000000005 0.098085000000000019 -0.088099999999999984 0.091465000000000005 -0.083269999999999997 -0.10850999999999998 0.092725000000000016 -1.0000000180025095e-35 0.096385000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 7 6 8 -5 9 18 12 11 21 13 17 15 -9 -14 -3 19 20 -2 -8 -1 -17 25 -16 27 -26 -13
right_child=5 3 -4 4 -6 -7 10 14 -10 -11 -12 28 16 -15 24 23 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30
leaf_value=0.00053952037844341369 0.0012604288900810575 0.0015490364239779701 0.0014034943983534931 0.0011210860348813646 0.00097926200665951479 0.00047330025811423741 0.0017691840023292135 0.0012727452585079603 0.0013922919840502295 0.002022407256907408 0.0018238249754500115 0.0013293295287966239 0.001698929988683395 0.0015520582623662084 0.0016348621187182077 0.0017123072729917678 0.0013827602497972712 0.0017975610870793809 0.00069748105478240009 0.00080160077701837073 0.00089919024629327193 0.0014938617717305557 0.00079598204896587691 0.0014797814361945829 0.0017138448704781381 0.0018283280186241111 0.0017096657534421986 0.0015418172424982012 0.0015086927691193362
leaf_weight=58 53 56 97 63 84 76 85 66 54 85 75 67 91 90 70 54 53 852 54 67 53 53 58 59 68 60 94 212 67
leaf_count=58 53 56 97 63 84 76 85 66 54 85 75 67 91 90 70 54 53 852 54 67 53 53 58 59 68 60 94 212 67
internal_value=0 0.00159479 0.00100314 0.00164719 0.00143641 0.000888408 0.00152999 0.00170169 0.00100055 0.0017587 0.00160412 0.00154341 0.00173904 0.00176155 0.00159923 0.00147399 0.00158281 0.00178227 0.00090721 0.000972471 0.00108014 0.0016637 0.000668055 0.00159121 0.00164364 0.00172443 0.00161547 0.00158372 0.00141927
internal_weight=0 2617 213 2404 494 357 410 1910 281 1227 347 272 1142 998 683 179 144 908 227 173 106 138 116 113 504 130 374 280 134
internal_count=2974 2617 213 2404 494 357 410 1910 281 1227 347 272 1142 998 683 179 144 908 227 173 106 138 116 113 504 130 374 280 134
is_linear=0
shrinkage=0.0032998


Tree=6504
num_leaves=13
num_cat=0
split_feature=14 31 1453 15 159 474 474 2 41 3 159 474
split_gain=0.212327 0.208693 0.206306 0.17197 0.169373 0.142595 0.150566 0.13019 0.12764 0.222494 0.101809 0.0862173
threshold=-0.13131999999999996 -0.017869999999999997 -0.082429999999999989 -0.17840999999999999 0.09284000000000002 0.088510000000000019 0.084710000000000021 0.10457000000000001 0.082095000000000015 -0.15963499999999997 0.040460000000000003 0.10584
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 7 -1 6 8 -4 9 -5 11 -7
right_child=1 2 3 5 -6 10 -8 -9 -10 -11 -12 -13
leaf_value=0.015608554132887184 -0.0054419556077469119 -0.0063645322782335005 0.0040474139359865918 0.012550848545297904 0.0033230034068417293 0.01034443186234469 -0.0029361089957836996 -0.0052487241723071613 -0.0015578121670209897 0.0044533085312312565 0.015550008855045467 0.0014337737627494243
leaf_weight=81 66 52 81 101 53 75 78 90 92 2100 52 53
leaf_count=81 66 52 81 101 53 75 78 90 92 2100 52 53
internal_value=0 0.00389894 0.00412183 0.00432282 0.0107628 0.00466925 0.00432115 -0.000834784 0.0045688 0.00482571 0.00924453 0.0066689
internal_weight=0 2840 2774 2722 134 2551 2371 171 2293 2201 180 128
internal_count=2974 2840 2774 2722 134 2551 2371 171 2293 2201 180 128
is_linear=0
shrinkage=0.16829


Tree=6505
num_leaves=26
num_cat=0
split_feature=4 12 13 15 4 133 12 4 4 0 0 0 12 158 4 15 4 4 0 52 0 15 481 12 42
split_gain=9.12559 2.5798 1.49111 1.01638 0.93071 0.868785 0.581815 0.529849 0.507348 0.537473 0.476404 0.463828 0.456863 0.299503 0.272121 0.269673 0.232306 0.220256 0.198845 0.198823 0.360075 0.182115 0.132941 0.10446 0.0634202
threshold=0.31392000000000003 0.056995000000000011 -0.27740999999999993 0.13592500000000005 -0.17568999999999999 0.08457000000000002 -0.042789999999999988 -0.00076499999999999995 0.053330000000000009 -0.13409999999999997 -0.12368999999999998 -0.14820499999999998 0.090455000000000021 0.085110000000000005 0.18095500000000003 -0.43091499999999999 0.41464000000000006 -0.50324499999999983 -0.095324999999999979 -0.14709999999999998 -0.064509999999999984 -0.45775499999999997 -1.0000000180025095e-35 0.094600000000000004 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
left_child=1 2 -1 8 17 7 21 11 9 -3 -9 -6 18 14 24 -8 -17 -4 -11 23 -21 -2 -20 -14 -10
right_child=6 3 4 -5 5 -7 15 10 13 12 -12 -13 19 -15 -16 16 -18 -19 22 20 -22 -23 -24 -25 -26
leaf_value=0.00034268199513954895 0.00034773565904336231 0.00079843605103019962 0.00097911669092436019 0.0006466800640736991 0.00093294901781202971 0.00046484644646749111 0.0006857596338637102 0.00080440942152493124 0.0008279642033132105 0.0013322875859109386 0.0011603110830687808 0.00052077207692759816 0.0012463426577986082 0.001098150968456347 0.0010425373784706028 0.00057580562010489862 0.00026356538080524948 0.0012849563024732507 0.001218617470584066 0.0010346934563266299 0.00080535585560342785 0.00010782082766778212 0.0011074259380355327 0.0010661709592849772 0.0006709050308526689
leaf_weight=71 76 73 54 68 52 77 69 83 64 56 83 71 60 71 52 52 53 52 148 515 89 64 746 100 57
leaf_count=71 76 73 54 68 52 77 69 83 64 56 83 71 60 71 52 52 53 52 148 515 89 64 746 100 57
internal_value=0 0.000992352 0.000789356 0.00104485 0.000856472 0.000777306 0.000397126 0.000860435 0.00105816 0.00107755 0.000982573 0.000695312 0.00108941 0.000916056 0.00084112 0.000524705 0.000418534 0.00112948 0.00113808 0.00102886 0.00100096 0.000238312 0.00112587 0.00113396 0.000754269
internal_weight=0 2642 543 2099 472 366 314 289 2031 1787 166 123 1714 244 173 174 105 106 950 764 604 140 894 160 121
internal_count=2956 2642 543 2099 472 366 314 289 2031 1787 166 123 1714 244 173 174 105 106 950 764 604 140 894 160 121
is_linear=0
shrinkage=0.0032998


Tree=6506
num_leaves=27
num_cat=0
split_feature=4 3 3 43 3 0 16 43 15 49 0 49 4 49 49 3 158 15 151 12 3 4 0 155 159 43
split_gain=13.4476 4.96677 1.95695 1.93618 0.877431 0.723955 0.845852 0.589045 0.64822 0.469806 0.403056 0.548783 0.349365 0.31772 0.435781 0.430829 0.304383 0.285221 0.326152 0.352859 0.272688 0.264949 0.159835 0.126997 0.110397 0.107437
threshold=0.31392000000000003 -0.071369999999999975 0.28833000000000003 -0.077224999999999988 0.3148450000000001 -0.064994999999999983 0.070590000000000014 -0.0068849999999999996 -0.43091499999999999 0.10307000000000001 -0.10339499999999999 -0.0086549999999999978 0.053330000000000009 -0.08069999999999998 -1.0000000180025095e-35 -0.0037099999999999998 0.085110000000000005 -0.14051999999999998 -0.085764999999999994 0.090455000000000021 -0.015979999999999998 -0.092854999999999979 -0.094479999999999995 0.098655000000000007 -0.41771999999999992 -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 5 3 10 7 12 -7 20 -9 13 -3 -12 17 -5 -15 -16 22 -1 25 21 -2 -20 -14 -8 -21 -19
right_child=4 2 -4 9 -6 6 23 8 -10 -11 11 -13 16 14 15 -17 -18 18 19 24 -22 -23 -24 -25 -26 -27
leaf_value=0.0013153247423150132 0.00032377338707772579 0.00027541768556549681 0.00022177871378945552 0.0011955294826378289 -0.00010386229527837085 0.00056505345591874366 0.00093522566136596506 0.00077726817466012546 0.00031307267785419515 0.0006791080900088889 0.00038139791897902727 0.00082053268562574347 0.00079072263215696186 0.00066893613532333529 0.00086597448707229465 0.0011133535254307205 0.0011705131385064654 0.0010391800594302468 0.00093701852865843893 0.0011826156663358766 7.9677272165180119e-06 0.0011837703985319622 0.0010279349421489364 0.0011236775546115615 0.0010313191282736093 0.00082509189492673896
leaf_weight=82 67 52 66 57 56 59 84 55 82 75 57 69 81 60 172 142 60 56 52 65 54 776 53 80 392 52
leaf_count=82 67 52 66 57 56 59 84 55 82 75 57 69 81 60 172 142 60 56 52 65 54 776 53 80 392 52
internal_value=0 0.000992543 0.000765141 0.000817519 0.00027006 0.00108267 0.00090521 0.000351358 0.000499686 0.000921738 0.00052106 0.000622156 0.00110636 0.000963877 0.000928477 0.000977959 0.000973352 0.00112383 0.00111253 0.0011273 0.000183126 0.00116832 0.000884808 0.00102737 0.00105292 0.000936427
internal_weight=0 2642 750 684 314 1892 223 258 137 506 178 126 1669 431 374 314 194 1475 1393 1285 121 828 134 164 457 108
internal_count=2956 2642 750 684 314 1892 223 258 137 506 178 126 1669 431 374 314 194 1475 1393 1285 121 828 134 164 457 108
is_linear=0
shrinkage=0.0032998


Tree=6507
num_leaves=32
num_cat=0
split_feature=3 0 2 2 12 1 3 3 40 3 133 1 133 1 155 2 4 0 3 1 402 49 4 157 51 3 1 4 12 3 3
split_gain=0.469857 0.215594 0.292782 0.244451 0.340358 0.225631 0.362047 0.573022 0.860196 0.2435 0.197137 0.217006 0.402591 0.189119 0.183869 0.170654 0.158446 0.339927 0.156708 0.294178 0.15606 0.117101 0.113293 0.112546 0.109495 0.10213 0.101326 0.134578 0.0521839 0.0479871 0.0317666
threshold=0.3148450000000001 -0.029849999999999998 0.087515000000000023 0.087210000000000024 -0.020034999999999994 0.087055000000000007 -0.12077499999999998 0.090170000000000014 -0.0020749999999999996 0.13772500000000001 0.031880000000000012 0.07665000000000001 0.12518000000000004 0.085410000000000014 0.094400000000000026 0.084915000000000004 0.053330000000000009 -0.097774999999999987 -0.059315 0.09227500000000001 -0.013669999999999998 -0.014479999999999998 0.18095500000000003 -0.08577499999999999 -0.023324999999999995 -0.086254999999999984 0.11039500000000001 -1.0000000180025095e-35 0.096265000000000003 -0.01223 -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 2 2 2 2
left_child=1 2 10 4 -3 16 -7 8 29 21 18 15 -13 -5 -15 -12 17 -4 20 -20 -1 -9 30 -19 -25 -17 27 -22 -14 -8 -18
right_child=-2 3 5 13 -6 6 7 9 -10 -11 11 12 28 14 -16 25 22 23 19 -21 26 -23 -24 24 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.015322290735250913 -0.0073758053416947194 0.0045593453194262583 0.01892170197265939 -0.0015320087010622643 -0.014023875802881943 0.013375604483637123 0.0031229503197305599 0.0045110314579449732 -0.026703691473922295 -0.0036286747774820927 0.014064106124476894 -0.012591268383329747 0.0016297678804448861 0.01398161573521212 0.0014832350777336286 -0.0015822686523196692 0.00070372366465969421 -0.0012671533702470824 0.0064241901264399364 0.023586723071350804 0.0074669101496243027 0.015709986057762772 0.0063883305823811921 0.010892430071293915 0.0049874094952875314 0.007785093247816551 0.013306301942544931 0.0001586554483861273 0.0089751615913522213 -0.0039697555839398099 -0.0043392906452314247
leaf_weight=74 89 52 57 95 60 52 55 55 52 57 78 52 55 73 62 53 78 65 59 55 494 52 79 110 482 86 68 84 56 53 64
leaf_count=74 89 52 57 95 60 52 55 55 52 57 78 52 55 73 62 53 78 65 59 55 494 52 79 110 482 86 68 84 56 53 64
internal_value=0 0.00503245 0.0055697 0.00106062 -0.00537991 0.00382304 0.000336426 -0.00175074 -0.00892017 0.00523288 0.00745444 0.0042683 -0.00036139 0.00420469 0.00825493 0.00775418 0.00522323 0.00644267 0.008904 0.0147201 0.00798062 0.00997031 0.00127536 0.00535728 0.00608766 0.00420044 0.00713685 0.00640792 0.00535174 -0.000341094 -0.00155653
internal_weight=0 2867 2525 342 112 1311 376 324 160 164 1214 380 163 230 135 217 935 714 834 114 720 107 221 657 592 139 646 578 111 108 142
internal_count=2956 2867 2525 342 112 1311 376 324 160 164 1214 380 163 230 135 217 935 714 834 114 720 107 221 657 592 139 646 578 111 108 142
is_linear=0
shrinkage=0.16829


Tree=6508
num_leaves=40
num_cat=0
split_feature=1 1 12 15 1 12 12 15 43 160 15 2 12 47 12 12 16 133 2 402 15 12 47 16 12 15 133 49 15 16 12 2 2 16 15 12 474 15 1
split_gain=19.0914 2.45448 2.57564 2.19623 1.90005 1.42025 0.828404 0.620644 1.12693 0.479653 0.396895 0.335224 0.30641 0.279128 0.276236 0.250172 0.238694 0.233775 0.257453 0.231315 0.224769 0.208242 0.200658 0.178429 0.174386 0.173749 0.372606 0.170441 0.152711 0.151426 0.223571 0.131206 0.129047 0.118947 0.102764 0.0844623 0.0672973 0.0591233 0.0549285
threshold=0.10921500000000002 0.13074500000000003 0.085075000000000026 0.039965000000000007 0.093435000000000004 0.085845000000000019 0.090455000000000021 -0.075094999999999981 -0.11158 -0.014565 -0.2987999999999999 0.096540000000000015 -1.0000000180025095e-35 0.077065000000000008 0.098355000000000012 -0.079959999999999989 -0.039209999999999995 0.085730000000000015 0.085075000000000026 -0.020594999999999999 -0.039149999999999997 0.083310000000000009 0.090515000000000026 0.15273500000000004 0.10830500000000001 0.09222000000000001 -1.0000000180025095e-35 -0.019034999999999996 -0.079504999999999978 -0.083614999999999981 0.092395000000000019 0.088135000000000005 0.090085000000000012 -0.14158499999999996 0.090880000000000016 0.096510000000000012 0.083865000000000009 0.084845000000000018 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 27 4 7 12 9 13 -9 34 15 29 -6 16 -4 -3 21 18 -10 -11 -19 -1 -15 -20 -13 26 37 -2 -7 -8 -31 -18 -23 -29 -5 38 -22 -21 -32
right_child=1 10 14 6 5 28 11 8 17 19 -12 24 -14 22 -16 -17 31 20 23 25 36 32 -24 -25 -26 -27 -28 33 -30 30 35 -33 -34 -35 -36 -37 -38 -39 -40
leaf_value=0.0013357021416787445 0.00068568797312928975 0.00033651475324999775 0.0016346170255487056 0.002075477561606687 0.00091965584696919716 0.0013896255881185766 0.0017725838786082019 0.001011855513940332 0.0016038582408072141 0.0018733400648873254 0.00078208265544114984 0.0015656092594115224 0.0012058943923648035 0.0019290550650846274 0.001308189140739082 0.00063433296217470366 0.0015590858021054545 0.0014554547707016031 0.0012771221689896735 0.0017931647663106205 0.0017621794592322208 0.0017129222200868079 0.0016678962325609081 0.0014982802078514071 0.0012993143452605473 0.0018506070646171712 0.0014568138523560104 0.0010135194223172121 0.001635539549410765 0.0014437003231553235 0.0016783954742502702 0.0017663228774697365 0.0015131914436702675 0.0008032301749497636 0.0018652891999555597 0.0017440524135542274 0.0016101530971450102 0.0016798751771791556 0.0015217592016548277
leaf_weight=54 58 56 56 55 88 52 75 52 87 99 100 54 79 52 61 70 57 76 91 93 69 55 97 77 59 66 78 60 67 76 56 98 123 63 59 83 79 166 60
leaf_count=54 58 56 56 55 88 52 75 52 87 99 100 54 79 52 61 70 57 76 91 93 69 55 97 77 59 66 78 60 67 76 56 98 123 63 59 83 79 166 60
internal_value=0 0.000885927 0.00108276 0.0015805 0.00149173 0.00125225 0.00169179 0.00155588 0.00147525 0.00177154 0.000626225 0.0015856 0.00105527 0.0016357 0.00146473 0.000502249 0.00158804 0.00152548 0.00145565 0.00172709 0.00160481 0.00151953 0.00175928 0.0013787 0.00142688 0.00169107 0.00165972 0.000835663 0.00152838 0.00163674 0.00159956 0.00169034 0.0015751 0.000906097 0.001967 0.00165891 0.00168127 0.00172069 0.00159768
internal_weight=0 524 298 2432 1353 286 1079 1067 531 616 226 463 167 536 117 126 387 479 255 502 224 232 149 168 113 403 337 181 119 350 275 155 178 123 114 199 148 259 116
internal_count=2956 524 298 2432 1353 286 1079 1067 531 616 226 463 167 536 117 126 387 479 255 502 224 232 149 168 113 403 337 181 119 350 275 155 178 123 114 199 148 259 116
is_linear=0
shrinkage=0.0032998


Tree=6509
num_leaves=17
num_cat=0
split_feature=3 123 4 41 4 16 16 4 12 1447 15 16 151 3 151 3
split_gain=0.374244 0.180887 0.204791 0.23926 0.201308 0.177727 0.355394 0.15806 0.156956 0.139085 0.154908 0.141156 0.117294 0.173523 0.167072 0.0644307
threshold=0.3148450000000001 0.083430000000000018 -0.10429499999999998 0.083565000000000014 -0.008454999999999999 0.15273500000000004 -0.008069999999999999 0.41823000000000005 0.093245000000000008 -0.08292999999999999 0.087010000000000018 0.46043000000000006 -0.087699999999999986 -0.088584999999999983 -0.079329999999999984 -0.076289999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 9 -3 6 -1 -6 -7 10 -4 12 13 -11 -14 -13
right_child=-2 4 3 -5 7 8 -8 -9 -10 11 -12 15 14 -15 -16 -17
leaf_value=0.0058624548706778974 -0.005725967565474787 0.0081380841412246312 0.0064713112629435432 0.015832987990892763 -0.008146111942828901 0.0096502920388360745 -0.011030973422646684 0.0026957154935857821 -0.0010414191719867714 -0.0054439183157523894 0.017776173674146255 0.0037285773573938002 0.012482982909735502 0.0054414894510068168 0.0059202401711650685 -0.0046061614731099203
leaf_weight=69 89 71 86 72 76 98 72 76 64 61 58 53 118 129 1712 52
leaf_count=69 89 71 86 72 76 98 72 76 64 61 58 53 118 129 1712 52
internal_value=0 0.00534561 0.00573392 0.00626703 0.000733515 0.00160911 -0.00275123 -0.00271338 0.00541532 0.00596269 0.0110371 0.00561798 0.00593075 0.00193724 0.00634439 -0.000381993
internal_weight=0 2867 2644 2341 223 303 141 152 162 2269 144 2125 2020 190 1830 105
internal_count=2956 2867 2644 2341 223 303 141 152 162 2269 144 2125 2020 190 1830 105
is_linear=0
shrinkage=0.16829


Tree=6510
num_leaves=27
num_cat=0
split_feature=10 15 3 12 2 3 12 13 10 3 157 0 0 0 12 13 11 484 160 49 15 15 12 0 43 13
split_gain=0.183899 0.203724 0.449199 0.35087 0.185084 0.180177 0.238796 0.314614 0.204362 0.162582 0.197203 0.195443 0.175743 0.170509 0.161917 0.289164 0.126962 0.103532 0.0919384 0.156409 0.0839685 0.153206 0.0869251 0.0800386 0.0867462 0.0484855
threshold=-0.36237499999999995 0.015700000000000002 -0.15288999999999997 0.083785000000000012 0.083970000000000017 -0.11151499999999999 0.084595000000000017 0.080625000000000016 -0.012394999999999998 -0.082294999999999993 -0.017409999999999998 -0.23146499999999998 -0.084114999999999981 -0.14867499999999997 0.085965000000000014 -0.085114999999999982 0.088630000000000014 0.08618000000000002 -0.079389999999999974 0.065470000000000014 0.10995500000000001 0.097415000000000015 0.086965000000000015 -0.065229999999999996 -0.069944999999999993 -0.049204999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 -3 4 -4 6 -2 -8 -7 17 12 -12 -11 -13 15 -5 -9 18 -10 -20 21 22 -16 24 -22 -14
right_child=1 2 3 14 -6 8 7 16 9 10 11 13 25 -15 20 -17 -18 -19 19 -21 23 -23 -24 -25 -26 -27
leaf_value=-0.0052402829589970543 -0.0088379074308274057 0.02149127522544465 0.021007493773176188 -0.009167349706387223 0.0085552181097199084 0.014478516096542613 -0.0061231091656987714 0.01419356915272877 0.012735911826072633 -0.007099847105510225 0.01362298879642755 -0.0030586244164970793 -0.00030465368894256792 0.0042554469859244579 0.011630218611559195 0.0058383472950796229 0.0025503183014051749 0.0012902618480822162 0.0032810098973007789 0.012729402435190051 0.006766512827121594 -0.0028923120661623861 0.004760792432530519 0.0031146223647601314 0.015258387174139765 0.0064365631737448512
leaf_weight=53 71 54 57 63 85 54 69 54 91 95 56 103 71 716 59 86 53 77 153 74 74 69 484 55 65 52
leaf_count=53 71 54 57 63 85 54 69 54 91 95 56 103 71 716 59 86 53 77 153 74 74 69 484 55 65 52
internal_value=0 0.00474599 0.00649448 0.00575462 0.0135663 0.00362006 -0.0005934 0.0027223 0.00429614 0.00392541 0.00286509 0.003994 -0.00165787 0.00333341 0.00459121 -0.000494286 0.00844314 0.00685488 0.00819664 0.00636902 0.00553356 0.00456019 0.0055105 0.00859492 0.0107505 0.00253069
internal_weight=0 2940 1151 1097 142 1789 247 176 1542 1488 1093 875 218 819 955 149 107 395 318 227 806 612 543 194 139 123
internal_count=2993 2940 1151 1097 142 1789 247 176 1542 1488 1093 875 218 819 955 149 107 395 318 227 806 612 543 194 139 123
is_linear=0
shrinkage=0.16829


Tree=6511
num_leaves=24
num_cat=0
split_feature=51 15 15 16 1 0 130 1 2 151 131 47 13 2 15 2 51 2 1 2 2 123 52
split_gain=0.191865 0.146043 0.289815 0.19063 0.342369 0.34169 0.257671 0.163648 0.147644 0.187028 0.172969 0.220377 0.145078 0.125132 0.116524 0.114303 0.106222 0.0810898 0.223615 0.0938151 0.103071 0.0682269 0.0549388
threshold=0.16362000000000002 1.0000000180025095e-35 0.050935000000000008 -0.077679999999999985 0.090355000000000005 -0.086274999999999977 0.006490000000000001 0.14828500000000003 0.11891500000000001 -0.15787999999999999 0.091760000000000022 0.087850000000000025 -0.10142999999999998 -0.14339499999999997 0.090075000000000002 0.095565000000000011 0.10934000000000001 0.084360000000000004 0.077375000000000013 0.085465000000000013 0.087815000000000018 0.086020000000000013 -0.047784999999999987
decision_type=2 2 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 17 -5 14 8 9 -1 13 -12 -10 -11 -7 -16 -15 18 -4 -19 -21 22 -14
right_child=-2 2 3 5 -6 6 -8 -9 12 10 11 -13 21 16 15 -17 -18 19 -20 20 -22 -23 -24
leaf_value=0.011578303777532764 -0.0050918253388623448 0.017777975799667452 0.01312034262937071 0.019001586697570384 -0.0087920983946590918 -0.0024937351377532168 0.016752051596747281 0.011624542603523347 -0.0082621811593435214 -0.0051574730620282342 0.015837331040763573 0.0020925168667020331 0.0070308105152114336 0.0031008579569632992 0.0073443753480526858 -0.00034439874332199889 -0.0036430083489155354 -0.0016645704699813049 0.0013622136107116901 0.0086527608871037644 0.0019175175611962376 -0.0037204357014796428 0.0001180981331223673
leaf_weight=75 67 52 91 63 63 63 52 61 60 60 64 69 61 1135 223 72 70 96 93 103 174 55 71
leaf_count=75 67 52 91 63 63 63 52 61 60 60 64 69 61 1135 223 72 70 96 93 103 174 55 71
internal_value=0 0.00400496 0.00548975 0.00490349 0.00295744 0.00745053 0.00567123 0.00304939 0.00274422 0.003383 0.00294205 0.00872007 -0.00105787 0.00233314 0.00405671 0.0054617 0.00270761 0.00428961 0.00718714 0.00285545 0.00442844 0.00124407 0.00332622
internal_weight=0 2926 1145 1093 620 473 410 1781 1720 1473 1398 133 247 1265 358 295 1205 557 184 373 277 187 132
internal_count=2993 2926 1145 1093 620 473 410 1781 1720 1473 1398 133 247 1265 358 295 1205 557 184 373 277 187 132
is_linear=0
shrinkage=0.16829


Tree=6512
num_leaves=27
num_cat=0
split_feature=2 3 43 148 3 10 2 15 16 3 3 0 43 3 0 3 15 0 3 11 1203 43 1454 3 16 15
split_gain=3.47494 1.33261 0.752444 0.586238 0.574487 0.497193 0.412194 0.407886 0.309173 0.545656 0.227474 0.39593 0.24755 0.313726 0.226803 0.154121 0.1392 0.266917 0.138978 0.128155 0.121096 0.121063 0.122376 0.116808 0.0807331 0.0904723
threshold=0.13388500000000003 -0.046079999999999989 -0.049999999999999996 -0.043434999999999994 0.28833000000000003 -0.36237499999999995 0.10523 -0.094389999999999988 0.20277000000000003 -0.10115999999999999 -0.15755 -0.072924999999999976 -0.083479999999999985 -0.082714999999999997 -0.037444999999999992 -0.075579999999999994 -0.0039399999999999991 -0.072374999999999981 0.095880000000000007 0.080150000000000013 0.088010000000000019 0.22431000000000004 0.083660000000000026 -0.014254999999999999 -0.034004999999999994 -0.10114499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 -4 16 -2 10 -3 9 -8 -1 20 -13 -14 18 -15 24 -18 -7 -10 21 22 -12 -9 25 -5
right_child=5 2 3 4 -6 14 8 23 19 -11 11 12 13 15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00095364385869398268 3.8243834423109919e-05 0.00027025903220822514 0.0003562061038161702 0.00075063706277458985 0.00040584985385399522 0.00019895508262250067 0.00028330548516873155 0.00068160553224624898 0.00068932119465565814 0.00070585966736223284 0.00081390934244494092 0.00045936885719416231 0.00092229759528867424 0.00050586291174316213 0.00056698209353662197 0.00073796851596046726 0.0010340347015142649 0.00072613117885055424 0.00042303770035036746 0.00089790668792850568 0.00094061735880793555 0.00068138763250222484 0.00065698585028576434 0.00046408426761536782 0.00081690909389119115 0.00056461655066565694
leaf_weight=95 53 90 53 70 52 57 53 54 87 91 1291 53 57 62 61 66 58 68 66 54 72 93 59 57 69 52
leaf_count=95 53 90 53 70 52 57 53 54 87 91 1291 53 57 62 61 66 58 68 66 54 72 93 59 57 69 52
internal_value=0 0.000737252 0.000602737 0.00068203 0.000728734 0.000320588 0.000776524 0.000436086 0.00065899 0.000550581 0.000794631 0.000785993 0.000660053 0.000717356 0.000401724 0.000625818 0.000781588 0.000868144 0.000319481 0.000769455 0.000805755 0.000799001 0.000807077 0.000570223 0.000724303 0.000671638
internal_weight=0 2756 623 422 369 237 2133 201 285 144 1848 1753 238 185 184 128 317 126 123 141 1515 1443 1350 111 191 122
internal_count=2993 2756 623 422 369 237 2133 201 285 144 1848 1753 238 185 184 128 317 126 123 141 1515 1443 1350 111 191 122
is_linear=0
shrinkage=0.0032998


Tree=6513
num_leaves=13
num_cat=0
split_feature=48 149 399 1 1 12 0 16 12 1451 42 15
split_gain=0.38921 0.139106 0.100141 0.164974 0.11214 0.177152 0.143683 0.129178 0.240171 0.114196 0.106398 0.191181
threshold=0.13224500000000003 0.079475000000000004 0.099435000000000009 0.14720000000000003 0.11338500000000001 -0.090069999999999997 -0.036459999999999992 -0.20132999999999998 0.023990000000000004 0.079450000000000007 0.090645000000000017 -0.092609999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 10 8 -7 -9 11 -6
right_child=-2 -3 -4 -5 6 7 -8 9 -10 -11 -12 -13
leaf_value=-0.0027818255998235952 -0.0078137316239893437 0.011485093551164565 -0.0029043849957799961 0.01210986431742256 -0.0034103538325785682 0.016861889321874993 0.0086919338304721865 0.0042573645436877559 0.0043520371610066772 -0.003635830441169715 -0.0051624299963051569 0.0091482112906194901
leaf_weight=100 81 69 61 69 80 66 52 2070 129 53 103 60
leaf_count=100 81 69 61 69 80 66 52 2070 129 53 103 60
internal_value=0 0.00400589 0.00382374 0.00397191 0.00376427 0.00414233 0.000659383 0.00444182 0.00859535 0.00405947 -0.00105212 0.00195906
internal_weight=0 2912 2843 2782 2713 2418 295 2318 195 2123 243 140
internal_count=2993 2912 2843 2782 2713 2418 295 2318 195 2123 243 140
is_linear=0
shrinkage=0.16829


Tree=6514
num_leaves=30
num_cat=0
split_feature=1 1 2 2 10 14 2 1 0 0 52 52 2 2 52 2 1 0 0 151 1 2 2 0 52 1 2 2 1
split_gain=18.0977 2.99132 1.92475 1.11494 1.04051 0.818415 0.746522 0.650766 0.878014 0.640257 0.592721 0.403248 0.362542 0.768687 0.308397 0.419667 0.297784 0.297098 0.370431 0.22044 0.199496 0.179497 0.169131 0.189161 0.152677 0.125195 0.0801235 0.182151 0.0537564
threshold=0.10398500000000001 0.12381000000000002 1.0000000180025095e-35 0.10060500000000001 -0.020369999999999996 0.064610000000000015 -1.0000000180025095e-35 0.080320000000000016 -0.099704999999999974 0.019150000000000004 -0.0078749999999999983 -0.10012499999999998 -1.0000000180025095e-35 0.13388500000000003 0.11916 0.083970000000000017 0.13941500000000004 -0.028049999999999995 -0.095724999999999991 -0.080624999999999988 0.11215000000000001 0.091525000000000009 0.090485000000000024 -0.097224999999999992 -0.092399999999999982 0.093435000000000004 0.11657500000000001 0.10796500000000002 0.087055000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 -3 7 -2 14 -9 19 11 -10 -6 -14 15 -1 -15 18 -5 -4 -21 -16 23 -17 -24 28 27 -20 -12
right_child=1 4 9 17 12 -7 -8 8 10 -11 25 -13 13 16 21 22 -18 -19 26 20 -22 -23 24 -25 -26 -27 -28 -29 -30
leaf_value=0.0014850461758379842 0.00075704501310287699 -5.0985732690917527e-05 0.00068395540940209836 0.0009226595064519979 0.00022091955505468681 0.0015496339719019484 0.0012530250435987282 0.00084892662077326998 0.0011909669372220189 0.00092037435284084265 0.0013974986562089659 0.00085782928262299733 0.00080968385194706623 0.00051895017987518507 0.00096963531960744559 0.0014818009042538956 0.00016785056047131561 0.00087870872435756521 0.0012293673042912399 0.00029712788236096755 0.00055155840799333276 0.0012168397371426077 0.0013249801085597043 0.0012718528939345175 0.0011449387079770154 0.001165018529033239 0.0012412944700349955 0.00099488917461233923 0.0012754762576855372
leaf_weight=101 52 61 55 102 64 85 93 103 78 52 62 83 61 53 58 53 53 93 75 63 74 78 72 614 214 102 93 75 171
leaf_count=101 52 61 55 102 64 85 93 103 78 52 62 83 61 53 58 53 53 93 75 63 74 78 72 614 214 102 93 75 171
internal_value=0 0.00058445 0.000773998 0.00119661 0.000331816 0.00123175 0.0010754 0.00121663 0.00112737 0.000594742 0.00118512 0.00101944 0.000433055 0.000514141 0.00126153 0.00128083 0.000343733 0.00104619 0.00109124 0.000506367 0.000434815 0.00111167 0.00125915 0.00128859 0.00119039 0.00126464 0.00116185 0.00111236 0.0013081
internal_weight=0 681 389 2312 292 1874 145 1789 599 244 496 161 231 167 1190 1054 106 438 345 192 137 136 953 667 286 335 243 150 233
internal_count=2993 681 389 2312 292 1874 145 1789 599 244 496 161 231 167 1190 1054 106 438 345 192 137 136 953 667 286 335 243 150 233
is_linear=0
shrinkage=0.0032998


Tree=6515
num_leaves=18
num_cat=0
split_feature=2 147 0 148 149 4 34 11 1212 12 403 16 16 16 133 12 3
split_gain=0.736031 0.173372 0.219912 0.179095 0.158109 0.160843 0.211212 0.189443 0.173207 0.269514 0.158062 0.132704 0.311198 0.128356 0.108068 0.164805 0.117544
threshold=0.16730000000000003 1.0000000180025095e-35 -0.22163999999999998 -0.081089999999999982 0.078320000000000015 -0.085594999999999991 -0.08330499999999999 0.086175000000000015 0.043065000000000006 0.085655000000000023 -0.083919999999999981 0.0015850000000000003 0.026395000000000005 -0.0021749999999999994 0.11224500000000003 0.089275000000000007 -0.12077499999999998
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 7 -7 14 11 -10 -11 13 -13 -8 15 16 -1
right_child=-2 2 3 -5 -6 6 8 -9 9 10 -12 12 -14 -15 -16 -17 -18
leaf_value=-0.00092561820549270522 -0.01220731138380105 -0.0093823521501204838 -0.0023048185766618994 0.010637670964096554 -0.0034407029855499402 0.015187012417547547 0.0053736691961220988 -0.00029640553509248645 -0.0094636246872938888 0.01045827982285745 0 -0.0098670694719183542 0.0039655336286556382 0.013842800320990225 0.015894835249626243 0.015039050235575387 0.0079184354056654124
leaf_weight=52 75 54 67 55 61 52 1329 67 62 60 128 52 400 53 61 78 226
leaf_count=52 75 54 67 55 61 52 1329 67 62 60 128 52 400 53 61 78 226
internal_value=0 0.00467544 -0.000431807 0.00351518 0.00501139 0.00520886 0.00457922 0.0079839 0.00431367 0.00015076 0.00333102 0.00488015 0.0023702 0.00569976 0.00931861 0.00818674 0.00625769
internal_weight=0 2857 176 122 2681 2620 2136 484 2084 250 188 1834 452 1382 417 356 278
internal_count=2932 2857 176 122 2681 2620 2136 484 2084 250 188 1834 452 1382 417 356 278
is_linear=0
shrinkage=0.16829


Tree=6516
num_leaves=13
num_cat=0
split_feature=2 151 39 481 39 151 13 48 151 15 484 2
split_gain=0.509221 0.148643 0.143075 0.130778 0.112214 0.126002 0.152276 0.138833 0.116835 0.0984457 0.0774185 0.0535685
threshold=0.16730000000000003 0.10365500000000001 0.10096000000000001 -0.082949999999999982 0.091180000000000011 -0.085489999999999997 0.24450500000000003 0.11741000000000001 -0.088499999999999981 -0.016999999999999998 -0.081534999999999982 0.113445
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 8 7 -7 9 -5 -1 -4
right_child=-2 -3 11 4 -6 6 -8 -9 -10 -11 -12 -13
leaf_value=-0.0043574959193370955 -0.010152945212678037 -0.0034914716301915295 0.0015942101490405362 0.0049306554455232276 0.012081154842514347 0.0043977503434904303 0.013455461672380297 0.012692631704617199 -0.0060354655367714947 -0.0035371694473193055 0.0036063587216123663 -0.0057419882714252329
leaf_weight=75 75 75 61 152 56 2100 57 59 54 52 64 52
leaf_count=75 75 75 61 152 56 2100 57 59 54 52 64 52
internal_value=0 0.00388864 0.00408825 0.00433677 0.00461298 0.00444321 0.0048532 0.00462526 0.0009148 0.00276338 -0.00067776 -0.00176584
internal_weight=0 2857 2782 2669 2530 2474 2216 2159 258 204 139 113
internal_count=2932 2857 2782 2669 2530 2474 2216 2159 258 204 139 113
is_linear=0
shrinkage=0.16829


Tree=6517
num_leaves=19
num_cat=0
split_feature=1 16 1213 151 4 2 1 151 4 1447 1447 1 52 4 2 4 151 16
split_gain=0.484079 0.160831 0.236485 0.256985 0.215229 0.206523 0.20033 0.248526 0.200033 0.216684 0.263381 0.186972 0.147683 0.122227 0.123019 0.115066 0.087974 0.076261
threshold=0.14860500000000001 -0.080324999999999994 0.041405000000000004 0.011180000000000001 0.51367000000000018 0.087355000000000002 0.12466500000000001 -0.03268999999999999 0.043640000000000005 -0.086009999999999989 -0.050039999999999994 0.10275000000000002 -0.0031999999999999993 0.058025000000000007 0.113445 -0.0037349999999999992 -0.08323499999999999 -0.084294999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 8 6 -4 7 16 9 -3 -11 12 -9 -10 -15 -12 -1 -14
right_child=-2 2 5 -5 -6 -7 -8 11 13 10 15 -13 17 14 -16 -17 -18 -19
leaf_value=0.0015518083144716818 -0.010885826960368708 -0.0058439602285884308 -0.012474957015918522 -0.0062968964616118032 0.01392193765173203 0.0019548653650491069 -0.0039892229609426741 0.01292105633896823 -0.0085528824051601688 0.01302165805981971 0.003119789607110803 0.013671176754582744 0.0035757305897785043 0.0066516276604027379 -0.0033462498615621774 0.0080612497443511063 -0.0074178843886769279 0.0078539101866008983
leaf_weight=76 70 60 56 84 69 56 78 63 54 95 990 79 604 60 83 155 52 148
leaf_count=76 70 60 56 84 69 56 78 63 54 95 990 79 604 60 83 155 52 148
internal_value=0 0.00327364 0.00222336 0.00275349 0.00479317 -0.00524401 0.00421892 0.00484713 0.00326253 0.00402023 0.00449898 0.00584067 0.00507944 -0.00172841 0.0008361 0.00379029 -0.00207809 0.0044201
internal_weight=0 2862 1693 1581 1169 112 1100 1022 1497 1300 1240 894 815 197 143 1145 128 752
internal_count=2932 2862 1693 1581 1169 112 1100 1022 1497 1300 1240 894 815 197 143 1145 128 752
is_linear=0
shrinkage=0.16829


Tree=6518
num_leaves=17
num_cat=0
split_feature=1 1186 2 1 15 12 157 51 13 157 13 12 474 129 2 4
split_gain=0.334928 0.12853 0.160388 0.146648 0.171173 0.140001 0.135403 0.167014 0.120979 0.119569 0.118591 0.117983 0.144806 0.107148 0.0585297 0.150869
threshold=0.14860500000000001 0.084100000000000022 -0.15154999999999999 0.090355000000000005 0.10028500000000001 -0.063029999999999989 -0.090689999999999979 0.087425000000000017 -1.0000000180025095e-35 -0.0041249999999999993 -0.14545999999999995 0.084130000000000024 0.079590000000000008 0.090660000000000004 0.11523000000000001 -0.068809999999999996
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 -5 9 -9 -8 -11 12 -7 -13 15 -6
right_child=-2 -3 3 6 14 11 7 8 -10 10 -12 13 -14 -15 -16 -17
leaf_value=0.011389710942064764 -0.0090538534728928175 -0.0038341046209305315 0.012372073418580211 -0.007158527693182223 0.0030959197302388767 0.0031080482280687015 0.0058917595736759183 0.0026055317929793115 0.012438318072039016 -0.0074235460492056669 0.00037884850786174446 0.0050714134365440521 -0.0050700188387610588 -0.0007130500687102878 0.0033675780659408227 -0.0086830283260042884
leaf_weight=62 70 82 57 54 56 234 100 86 61 61 575 1133 83 98 52 68
leaf_count=62 70 82 57 54 56 234 100 86 61 61 575 1133 83 98 52 68
internal_value=0 0.00272304 0.0029171 0.00272317 0.00362018 0.0041668 0.00101625 0.00151822 0.00669803 0.000481219 -0.00036667 0.00386351 0.00096112 0.00460945 -0.00135436 -0.00334901
internal_weight=0 2862 2780 2718 1781 1605 937 883 147 736 636 1548 317 1231 176 124
internal_count=2932 2862 2780 2718 1781 1605 937 883 147 736 636 1548 317 1231 176 124
is_linear=0
shrinkage=0.16829


Tree=6519
num_leaves=34
num_cat=0
split_feature=1 3 2 2 0 2 2 1 2 2 11 16 42 2 1429 4 3 0 159 0 2 49 1 1 50 42 484 42 4 0 0 3 49
split_gain=16.9799 3.30812 2.16929 2.10947 1.31609 1.17926 1.78567 0.760814 0.79579 0.608362 0.547539 0.389303 0.305812 0.292657 0.256478 0.243809 0.239156 0.224582 0.184662 0.170703 0.151855 0.159736 0.144254 0.133769 0.123564 0.1109 0.103243 0.0896881 0.0866803 0.120039 0.277993 0.189087 0.0835482
threshold=0.10684 -0.069049999999999986 0.093320000000000014 0.16730000000000003 -0.14720499999999997 -1.0000000180025095e-35 0.10682000000000001 0.090355000000000005 -0.0050599999999999994 0.11806500000000002 1.0000000180025095e-35 -0.042884999999999993 0.089015000000000025 0.13084500000000002 0.085715000000000013 -0.0101 -0.07106999999999998 -0.16926499999999997 0.084685000000000024 -0.089949999999999988 0.083685000000000009 0.0065400000000000015 0.082295000000000021 0.088295000000000012 0.08568000000000002 0.10810000000000002 -0.081534999999999982 -0.011254999999999999 -0.036839999999999991 -0.042499999999999989 0.12390500000000002 -0.076914999999999997 0.0011700000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 5 -4 -3 -7 10 -9 12 14 17 -2 15 20 28 24 -8 19 -17 22 26 -1 -24 -10 -26 -22 -23 29 31 -31 -6 -21
right_child=1 3 4 -5 13 6 11 8 16 -11 -12 -13 -14 -15 -16 18 -18 -19 -20 32 21 27 23 -25 25 -27 -28 -29 -30 30 -32 -33 -34
leaf_value=0.001504957378894383 0.0012531574119660964 0.00021083269658856533 0.0006818901132649586 -0.00012601064957365953 0.0012292681429738291 0.0011795509118948241 0.00078674806828634509 0.00075984669963402877 0.0010516762107639368 0.00066456189398208154 0.0015904496451218974 0.00033646711214427213 0.00092936179209378094 0.00088873519301246873 0.001089324789887208 0.00088741999980706165 0.0014105843092413488 0.00050594297958859199 0.0012360272674985012 0.00099412030971805462 0.0011674118762828299 0.0012667157262636953 0.0012405781459428056 0.0014212546780037602 0.0013246639491871844 0.0011118591823689823 0.0012856609036316026 0.0014403956748729652 0.0013162111254749591 0.0014252295763224833 0.0010972701109568954 0.0010022611685463678 0.0011743581296028659
leaf_weight=79 64 93 86 62 81 54 54 52 78 52 77 87 66 57 61 76 53 76 53 57 101 52 94 96 62 53 617 113 60 56 60 85 65
leaf_count=79 64 93 86 62 81 54 54 52 78 52 77 87 66 57 61 76 53 76 53 57 101 52 94 96 62 53 617 113 60 56 60 85 65
internal_value=0 0.000595408 0.00121493 0.000436162 0.00106656 0.000532013 0.000642104 0.00128367 0.00113256 0.000967954 0.00131856 0.000508199 0.00108904 0.0011174 0.00130127 0.00113932 0.0012112 0.000622856 0.00105999 0.00101269 0.00131246 0.00129094 0.00138296 0.00133205 0.00115626 0.0012269 0.00126908 0.00138587 0.00119744 0.00117205 0.0012559 0.00111324 0.00109044
internal_weight=0 608 2324 426 736 364 271 1588 298 182 1290 217 130 650 1213 593 246 130 251 198 1152 883 269 190 193 115 718 165 342 282 116 166 122
internal_count=2932 608 2324 426 736 364 271 1588 298 182 1290 217 130 650 1213 593 246 130 251 198 1152 883 269 190 193 115 718 165 342 282 116 166 122
is_linear=0
shrinkage=0.0032998


Tree=6520
num_leaves=32
num_cat=0
split_feature=12 13 12 147 13 133 12 13 12 52 49 49 42 484 1212 42 483 42 159 133 123 13 42 42 12 128 50 42 12 13 12
split_gain=10.9064 3.02568 2.44416 1.02836 1.14682 0.935909 0.793728 0.977306 0.575967 0.441854 0.326584 0.264687 0.23676 0.211705 0.209803 0.373836 0.217543 0.205281 0.202091 0.155905 0.130144 0.130115 0.119169 0.269726 0.252529 0.0933839 0.0738869 0.0629085 0.0518526 0.0480278 0.132269
threshold=0.056995000000000011 -0.0019149999999999998 0.12333000000000001 0.088035000000000016 0.053700000000000005 -0.0024649999999999997 0.092755000000000018 -0.10939499999999998 -0.091174999999999992 -0.090084999999999985 -1.0000000180025095e-35 -0.079769999999999994 0.10732000000000001 0.087020000000000014 0.041590000000000009 0.0069650000000000016 0.091400000000000009 0.091485000000000025 0.082420000000000007 0.086750000000000008 0.084180000000000019 -0.09219999999999999 0.094010000000000024 -1.0000000180025095e-35 0.098785000000000012 0.09585500000000001 0.089390000000000011 -0.091149999999999995 0.10673000000000001 -0.068484999999999976 0.097060000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 4 9 -1 11 -8 21 -3 -11 -2 -4 14 16 27 17 -13 20 -15 -10 -7 23 25 -25 28 29 -16 -9 30 -24
right_child=2 3 12 -5 -6 8 7 22 18 10 -12 13 -14 19 15 -17 -18 -19 -20 -21 -22 -23 26 24 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.00098523091479504692 0.0012020558254233372 0.0014616539982701569 0.0009795314339853757 0.00065075974553593062 0.00081023012119301049 0.00087605665126967941 0.00081264654622540712 0.0013039518011377445 0.00067462942804809615 0.00095229194613146134 0.0012559681263830018 0.0014397266749158946 0.0006626415771683532 0.0016748121390922322 0.0013394050340661265 0.0011426376225381035 0.0011958018352489438 0.0012783495304746931 0.00033251203945370065 0.0014191896366489644 0.00046328338785402151 0.00064765623286226163 0.0014054672395341289 0.0012366861936580671 0.00094545080987087676 0.0011771698874966398 0.0012257466190371629 0.0015099584764262809 0.0014239094145598722 0.001438144959553393 0.0011919010838154836
leaf_weight=76 82 74 52 57 90 59 52 155 55 59 119 742 53 52 54 101 52 102 73 59 80 54 92 90 53 52 57 54 65 78 53
leaf_count=76 82 74 52 57 90 59 52 155 55 59 119 742 53 52 54 101 52 102 73 59 80 54 92 90 53 52 57 54 65 78 53
internal_value=0 0.000859489 0.00131179 0.00106256 0.00113109 0.000655303 0.00133702 0.00125085 0.000577079 0.00124555 0.00115551 0.00138659 0.000819913 0.00139901 0.00138489 0.00128872 0.00140728 0.00142027 0.000473611 0.00153926 0.000549648 0.000767221 0.00128358 0.00124682 0.00112899 0.00130864 0.00133794 0.00142501 0.00133955 0.00136646 0.00132765
internal_weight=0 796 2150 399 342 397 2045 747 321 252 178 1298 105 1216 1105 209 896 844 208 111 135 113 695 415 143 272 280 108 220 223 145
internal_count=2946 796 2150 399 342 397 2045 747 321 252 178 1298 105 1216 1105 209 896 844 208 111 135 113 695 415 143 272 280 108 220 223 145
is_linear=0
shrinkage=0.0032998


Tree=6521
num_leaves=22
num_cat=0
split_feature=2 1 13 13 159 12 12 160 160 157 159 2 12 13 13 43 160 12 475 12 13
split_gain=0.265183 0.457065 0.447706 0.290105 0.242262 0.203655 0.14752 0.165321 0.186819 0.137448 0.136266 0.242165 0.174061 0.159946 0.128799 0.128819 0.159622 0.115039 0.0801851 0.0557757 0.076841
threshold=-1.0000000180025095e-35 0.094165000000000013 -0.0094049999999999984 0.032645000000000007 0.082200000000000009 0.084645000000000012 -0.14392999999999997 -0.082339999999999983 -0.075199999999999975 -0.077294999999999989 -0.081299999999999997 0.084725000000000009 0.084675000000000014 -0.091014999999999999 -0.068484999999999976 -0.085154999999999995 -0.13815999999999998 0.11878500000000002 -0.083449999999999983 0.094195000000000015 0.096295000000000006
decision_type=2 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 9 -9 18 -10 12 -12 -13 15 -11 -17 19 -8 -7 -21
right_child=3 2 -4 4 -6 17 7 8 10 14 11 13 -14 -15 -16 16 -18 -19 -20 20 -22
leaf_value=0.010865486540130673 0.012787464832057435 -0.00018182042310003072 -0.018718184438504721 -0.01006877015046735 0.0077167737469685102 0.0053837648822050339 0.0073709674303516727 -0.0037162165697782468 -0.0020925733579512979 0.011041551363117241 0.014429496676947755 -0.0012955450544135034 0.0060190435756907286 0.0039421127464115508 0.01113177431842844 0.004391270200469503 -0.0063944366321178883 -0.0072238501605160392 0.016249031806075911 -0.0054538816928706791 0.0024569635500770975
leaf_weight=55 60 102 58 73 88 73 55 94 98 52 85 202 399 893 85 153 52 52 63 53 101
leaf_count=55 60 102 58 73 88 73 55 94 98 52 85 202 399 893 85 153 52 52 63 53 101
internal_value=0 -0.00235627 -0.00691248 0.0037774 -0.000176535 -0.00215497 0.00453756 0.00431489 0.00357454 0.0071613 0.00398428 0.00436258 0.0074998 0.00297426 0.00544302 0.00355453 0.00164662 -7.78897e-05 0.0121262 0.00155116 -0.000253934
internal_weight=0 215 160 2731 440 352 2291 2231 1771 460 1677 1579 484 1095 342 257 205 279 118 227 154
internal_count=2946 215 160 2731 440 352 2291 2231 1771 460 1677 1579 484 1095 342 257 205 279 118 227 154
is_linear=0
shrinkage=0.16829


Tree=6522
num_leaves=24
num_cat=0
split_feature=1 1 1455 2 10 1 1 10 2 160 4 48 2 4 13 156 1209 1210 1456 151 133 2 2
split_gain=0.186431 0.232002 0.193275 0.192529 0.293085 0.215901 0.209449 0.192236 0.168485 0.194719 0.179191 0.15466 0.214055 0.202663 0.114404 0.101999 0.0915557 0.205132 0.0839825 0.0833279 0.0904852 0.0921833 0.0749922
threshold=0.080320000000000016 0.084885000000000002 0.083760000000000015 -1.0000000180025095e-35 -0.010699999999999999 0.15190500000000004 0.13872000000000004 0.053055000000000012 0.082165000000000016 -0.080384999999999984 -0.088484999999999994 0.12590000000000004 1.0000000180025095e-35 -0.111135 0.015030000000000002 0.094860000000000014 0.087355000000000002 -0.048324999999999993 -0.06457499999999998 -0.085074999999999984 0.089725000000000013 0.088820000000000024 0.091525000000000009
decision_type=2 2 2 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 11 -6 -1 19 22 12 14 -14 -5 16 17 -12 -4 -10 21 -21 -11
right_child=1 3 18 5 7 -7 -8 -9 9 10 15 -13 13 -15 -16 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.013882380242546274 -0.0091621778737571644 0.0049685813995433998 -0.0069057689106746334 0.0056386440520320869 -0.015674804746949753 0.012868129078848149 -0.0081652747477915059 -0.0023996072921249143 0.013402546584249142 0.00089272559691317799 0.013665321623501141 0.011284161790301004 0.0049968806490082208 -0.0025820637026980073 -0.0026360187836325872 -0.0031996447419421234 -0.00068373884923746825 0.0040685516615780216 0.002280665279772907 0.0085256480673720908 0.011948442237057943 0.00074992147597880939 -0.0076954144060290379
leaf_weight=53 57 82 61 421 53 56 53 75 64 61 69 56 142 337 53 54 93 762 52 84 64 90 54
leaf_count=53 57 82 61 421 53 56 53 75 64 61 69 56 142 337 53 54 93 762 52 84 64 90 54
internal_value=0 0.00134598 0.0040308 0.00179836 -0.00287291 0.0026774 0.00213834 -0.00791041 0.00455438 0.0041987 0.00315085 0.00268134 0.00217394 -0.000331528 0.00470963 0.00389057 0.00430688 0.00486756 -0.00266248 0.0079851 0.00652076 0.00451405 -0.00312434
internal_weight=0 1385 1561 1328 210 1118 1062 128 1448 1395 1093 1009 953 479 474 978 924 831 113 302 238 174 115
internal_count=2946 1385 1561 1328 210 1118 1062 128 1448 1395 1093 1009 953 479 474 978 924 831 113 302 238 174 115
is_linear=0
shrinkage=0.16829


Tree=6523
num_leaves=19
num_cat=0
split_feature=97 13 156 16 43 147 475 475 3 47 3 131 13 160 3 43 43 133
split_gain=0.181941 0.138926 0.217941 0.260984 0.242344 0.147246 0.115164 0.177266 0.208286 0.130595 0.187106 0.122121 0.117258 0.151009 0.130583 0.0827154 0.164879 0.0423375
threshold=-0.0047149999999999996 0.032645000000000007 0.0010500000000000004 -0.0032799999999999995 -0.22971499999999997 0.089430000000000023 -0.088544999999999985 -0.082659999999999997 -0.086064999999999989 0.07813500000000001 0.10402500000000002 0.092370000000000022 -0.052124999999999998 -0.092954999999999996 -0.082474999999999979 -0.14839499999999997 -0.0068849999999999996 0.046800000000000008
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 15 -5 6 -2 8 -8 12 11 -11 14 -14 -9 17 -17 -3
right_child=1 2 -4 4 -6 -7 7 9 -10 10 -12 -13 13 -15 -16 16 -18 -19
leaf_value=-0.0058165858135006878 -0.0031464185046645929 0.007872348904084522 0.0078830073218701772 -0.00014096848445168766 -0.015406943403449043 -0.0037977781834240667 0.016914977695100759 -0.0015325662680931162 0.0038319407643681554 0.010496123810469531 -0.0025631788117085647 0.002164876704356067 0.012856674999526975 0.0035162418494341079 0.0026043717351219033 -0.0079362714959018577 0.0034854774339779901 0.0014155379453630584
leaf_weight=76 76 55 79 55 64 86 59 302 84 185 55 69 53 685 756 64 81 62
leaf_count=76 76 55 79 55 64 86 59 302 84 185 55 69 53 685 756 64 81 62
internal_value=0 0.00251913 -0.000157178 -0.00182902 -0.00836634 0.00303071 0.00328417 0.00350237 0.0092424 0.00311158 0.00631128 0.00823998 0.00256008 0.00418947 0.00142181 0.00113336 -0.00154346 0.00446615
internal_weight=0 2870 460 381 119 2410 2324 2248 143 2105 309 254 1796 738 1058 262 145 117
internal_count=2946 2870 460 381 119 2410 2324 2248 143 2105 309 254 1796 738 1058 262 145 117
is_linear=0
shrinkage=0.16829


Tree=6524
num_leaves=19
num_cat=0
split_feature=0 49 47 124 14 47 0 52 402 12 0 15 159 52 133 12 1213 16
split_gain=0.15693 0.320091 0.16298 0.122059 0.181234 0.154021 0.147957 0.207797 0.153548 0.234578 0.121478 0.11667 0.147559 0.123156 0.216747 0.102856 0.10238 0.0487372
threshold=-0.063819999999999988 -0.016594999999999995 0.118245 -0.077709999999999987 -0.13131999999999996 0.10783500000000001 -0.071749999999999994 -0.013125 0.093725000000000017 -0.0066799999999999993 -0.058589999999999996 0.025430000000000005 0.085545000000000024 -0.25811499999999993 0.024055000000000003 -0.088189999999999977 -0.092939999999999981 0.51524500000000006
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 15 -5 6 8 -8 9 -6 -3 12 13 17 -15 -1 -10 -12
right_child=1 10 -4 4 5 -7 7 -9 16 -11 11 -13 -14 14 -16 -17 -18 -19
leaf_value=0.00087619202870260564 -0.0097205848254270227 -0.0063905471727256765 0.010202336494809977 0.012320873636155588 0.011143901142199592 -0.0064315408441261756 -0.00080902965783514525 0.012093554688307475 0.0030626086892796209 0.0022125998658949794 -0.0010197588920092312 0.0093930819037889406 0.0065691564648665121 -0.0087410688975995375 0.0043728224630500178 -0.0084377010581997789 -0.0052129640889254456 0.0055688697831198274
leaf_weight=94 91 54 76 53 88 55 54 101 64 1598 53 54 101 101 55 52 124 78
leaf_count=94 91 54 76 53 88 55 54 101 64 1598 53 54 101 101 55 52 124 78
internal_value=0 -0.000543736 0.00252887 0.00227264 0.00259468 0.00234646 0.00258529 0.00758687 0.00217065 0.00267983 0.0011363 0.00205993 0.00103471 -0.000906695 -0.00410606 -0.00242878 -0.00238619 0.00288953
internal_weight=0 587 2359 2283 2137 2084 2029 155 1874 1686 496 442 388 287 156 146 188 131
internal_count=2946 587 2359 2283 2137 2084 2029 155 1874 1686 496 442 388 287 156 146 188 131
is_linear=0
shrinkage=0.16829


Tree=6525
num_leaves=24
num_cat=0
split_feature=474 42 160 403 483 483 42 4 13 49 13 4 2 2 1456 133 475 4 482 49 42 483 160
split_gain=0.202045 0.217339 0.207628 0.355251 0.146286 0.297434 0.144378 0.20892 0.136478 0.13253 0.154846 0.183188 0.139513 0.179377 0.149964 0.134887 0.128774 0.0950338 0.0820121 0.080686 0.0806 0.0744884 0.0674305
threshold=0.085475000000000009 0.088185000000000013 -0.016244999999999996 -0.085444999999999979 0.032770000000000007 0.09253500000000002 0.088305000000000008 -0.066714999999999983 -0.080314999999999984 0.15555500000000003 -0.47365999999999991 0.27420500000000009 0.12933000000000003 0.087605000000000002 -0.065224999999999991 0.0029250000000000005 -0.071179999999999979 -0.0090849999999999976 0.073800000000000018 -0.032374999999999994 0.086510000000000017 0.11484500000000002 -0.23566999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 16 3 -1 6 -6 7 -5 -8 10 -4 12 13 15 -15 -12 18 -9 -2 -13 -21 -7 -19
right_child=1 -3 9 4 5 21 8 17 -10 -11 11 19 -14 14 -16 -17 -18 22 -20 20 -22 -23 -24
leaf_value=-0.013051855019750022 0.014115877234677807 -0.0017792007715042868 0.011303387447062045 0.01221001460985037 -0.012159028001458403 -0.0020893467136481347 -0.008525248633956024 -0.0034757502691451529 0.0028583571392697378 -0.0054246567470625194 0.0053920925497562833 -0.0083731339501139888 0.0090299770405289255 0.0089688682416746365 -0.0002066350463061821 0.00091803762502982219 0.0027632691655835205 0.00036545819024820243 0.0058275179891560764 -0.0042832697892853672 0.0038936178949427751 0.0056007667280467809 0.0087802951489199879
leaf_weight=67 98 81 52 68 75 95 60 72 59 66 568 55 89 54 763 289 78 57 53 79 60 57 52
leaf_count=67 98 81 52 68 75 95 60 72 59 66 568 55 89 54 763 289 78 57 53 79 60 57 52
internal_value=0 0.00569494 0.00115949 -0.00143397 -0.000122717 -0.00348534 0.00194663 0.00425394 -0.00286618 0.00198776 0.00223217 0.00199022 0.00253088 0.00218427 0.000397625 0.00388544 0.00834647 0.00125499 0.0112186 -0.00291383 -0.000740753 0.000782626 0.00439636
internal_weight=0 310 2737 662 595 227 368 249 119 2075 2009 1957 1763 1674 817 857 229 181 151 194 139 152 109
internal_count=3047 310 2737 662 595 227 368 249 119 2075 2009 1957 1763 1674 817 857 229 181 151 194 139 152 109
is_linear=0
shrinkage=0.16829


Tree=6526
num_leaves=17
num_cat=0
split_feature=41 41 1 4 130 403 130 49 129 1213 1456 49 130 394 133 4
split_gain=0.174513 0.287254 0.336236 0.162529 0.140175 0.160163 0.1457 0.124696 0.129914 0.116419 0.0947568 0.106846 0.0777478 0.0644025 0.0421983 0.0386296
threshold=0.075585000000000013 0.081670000000000006 0.087960000000000024 0.62720500000000012 0.0016050000000000003 -0.121015 -0.072754999999999986 0.15665000000000004 0.093310000000000018 -0.016744999999999999 -0.11144499999999999 0.036605000000000006 0.10378500000000002 -0.0038899999999999998 -0.42663499999999993 -0.012164999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 13 8 10 -7 -8 -12 15 -1 -14 -11
right_child=1 2 -4 -5 5 9 7 -9 -10 12 11 -13 14 -15 -16 -17
leaf_value=0.0096016495076230116 0.017031736579795641 -0.0070042730301278187 0.011442638996665457 -0.0081844588269126065 0.011835127816527721 -0.0035073192297087664 -0.004425456604293769 -0.0067763878751952254 -0.0061462555232912755 0.0090020696370123766 0.00058494319991066733 0.0038533700265090142 0.0042989389978163465 0.0022842437862221061 -0.0024089970596140827 0.0031873992065767757
leaf_weight=71 52 58 54 53 65 68 91 66 77 91 1737 339 52 67 54 52
leaf_count=71 52 58 54 53 65 68 91 66 77 91 1737 339 52 67 54 52
internal_value=0 0.00669088 0.00187373 0.00104443 0.0012179 0.00421721 0.000749134 0.000430964 0.000643745 0.00264951 0.000885843 0.00111953 0.00433811 0.00606201 0.00086474 0.00690021
internal_weight=0 164 112 2883 2830 382 2448 2310 2244 317 2167 2076 249 138 106 143
internal_count=3047 164 112 2883 2830 382 2448 2310 2244 317 2167 2076 249 138 106 143
is_linear=0
shrinkage=0.16829


Tree=6527
num_leaves=16
num_cat=0
split_feature=474 42 1211 149 10 1 160 403 51 2 151 16 43 2 151
split_gain=0.136482 0.151168 0.145951 0.143251 0.136344 0.240552 0.149128 0.528184 0.206548 0.165031 0.164927 0.134161 0.10279 0.172261 0.0314992
threshold=0.085475000000000009 0.088185000000000013 0.08789000000000001 0.079475000000000004 -0.16262499999999996 0.14195000000000002 -0.016244999999999996 -0.085354999999999973 0.12900500000000004 0.11523000000000001 0.082375000000000018 -0.080789999999999987 -0.081354999999999983 0.097110000000000016 -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 -1 6 7 -6 10 -9 -8 -4 14 -14 -2
right_child=1 -3 11 -5 5 -7 8 9 -10 -11 -12 -13 13 -15 -16
leaf_value=0.0078012113575563662 0.0075910227678913107 -0.0017611059158812495 0.011642510035413547 0.0080258495649866528 -0.016536221410525364 -0.0098953671813550356 0.0010424061101631211 0.00074677943476621428 0.01034446796742205 -0.0087476561366409949 -0.0084904795378064786 0.0010656933620902718 -0.0027670213120111926 0.0097123798448651953 0.013572265988467972
leaf_weight=66 52 81 65 69 63 67 1670 488 66 58 53 72 63 62 52
leaf_count=66 52 81 65 69 63 67 1670 488 66 58 53 72 63 62 52
internal_value=0 0.00446996 0.000742273 0.000459428 0.000252443 4.95972e-05 0.000328208 -0.00194535 0.00110316 -0.000258497 0.000748129 0.00609701 0.0066818 0.00340839 0.0105989
internal_weight=0 310 2737 2600 2531 2465 2398 609 1789 546 1723 137 229 125 104
internal_count=3047 310 2737 2600 2531 2465 2398 609 1789 546 1723 137 229 125 104
is_linear=0
shrinkage=0.16829


Tree=6528
num_leaves=20
num_cat=0
split_feature=4 3 39 42 4 3 39 49 2 157 42 133 133 1213 40 2 43 15 16
split_gain=7.01062 2.37253 1.30868 0.751217 0.656588 0.586898 0.544134 0.505046 0.324183 0.326267 0.28474 0.267889 0.185858 0.220256 0.170477 0.144938 0.127748 0.0711198 0.0517751
threshold=0.31392000000000003 0.28833000000000003 0.0047850000000000011 -0.011964999999999998 -0.37626499999999991 0.13470000000000001 0.098100000000000007 0.12518000000000004 0.092320000000000013 0.00069000000000000008 0.081180000000000016 0.017095000000000003 -0.010739999999999998 0.088205000000000019 -0.073884999999999992 0.097005000000000022 0.05259500000000001 -0.19153499999999998 0.42146500000000003
decision_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 6 14 8 12 11 -5 -10 13 -6 -2 -1 -14 -16 -17
right_child=5 -3 3 10 7 -7 -8 -9 9 -11 -12 -13 16 -15 17 18 -18 -19 -20
leaf_value=0.0011415735289933516 0.00027700592886373694 0.00020021364991713262 0.00088630059761265318 0.00031552034130287335 0.00086962667090540314 2.3668164486271762e-05 4.9975120780452414e-05 0.0005567225195344227 0.00065294451726383813 0.00099805773889957423 0.00059290385912635208 0.00080202498477087675 0.00082563615668124733 0.001091277417982827 0.0005643213612289838 0.00085785116788458706 0.00066453270524284081 0.00040850507008113293 0.00099961756983866926
leaf_weight=62 56 74 56 89 414 80 52 86 278 53 75 257 1033 57 75 52 59 60 79
leaf_count=62 56 74 56 89 414 80 52 86 278 53 75 257 1033 57 75 52 59 60 79
internal_value=0 0.000783619 0.000799897 0.000555693 0.000821992 0.000269287 0.000350005 0.000805981 0.00081593 0.000749331 0.000442587 0.000724625 0.000840962 0.000896525 0.000431504 0.00100739 0.000816964 0.000495331 0.000943613
internal_weight=0 2724 2650 220 2430 323 243 2237 2151 588 164 535 1563 471 191 193 1092 135 131
internal_count=3047 2724 2650 220 2430 323 243 2237 2151 588 164 535 1563 471 191 193 1092 135 131
is_linear=0
shrinkage=0.0032998


Tree=6529
num_leaves=13
num_cat=0
split_feature=0 12 10 479 482 16 12 133 1 12 1 12
split_gain=0.151276 0.231544 0.126564 0.125581 0.122538 0.112613 0.158419 0.193298 0.133974 0.127811 0.148484 0.0690146
threshold=0.15312500000000004 -0.23116999999999996 -0.16491499999999995 0.086045000000000024 0.11679000000000002 -0.0021749999999999994 0.084565000000000015 -0.078559999999999977 0.11189500000000001 0.093670000000000017 0.080320000000000016 0.096510000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 -8 10 -7 -11
right_child=-2 2 3 -5 -6 9 8 -9 -10 11 -12 -13
leaf_value=0.012132453797839804 -0.0068389452638385967 -0.0066631984576682908 0.0065543021710880991 -0.0054043710193945309 0.0097520845673455935 0.0081057293979488847 0.0016717712577010465 -0.0022132746874695881 0.0098910973019644532 -0.0037193390256430683 0.0023880922307501187 0.0021011037009480231
leaf_weight=59 60 53 81 70 54 228 1218 586 59 81 298 200
leaf_count=59 60 53 81 70 54 228 1218 586 59 81 298 200
internal_value=0 0.00169025 0.00147923 0.00162995 0.00180614 0.00164951 0.00095448 -0.00114585 0.00205293 0.00332157 0.00486988 0.000416931
internal_weight=0 2987 2928 2875 2805 2751 1944 667 1277 807 526 281
internal_count=3047 2987 2928 2875 2805 2751 1944 667 1277 807 526 281
is_linear=0
shrinkage=0.16829


Tree=6530
num_leaves=17
num_cat=0
split_feature=3 0 13 0 159 160 3 3 158 13 3 3 3 0 159 3
split_gain=0.247327 0.293535 0.260615 0.239148 0.133155 0.180178 0.149491 0.132517 0.130611 0.129443 0.125063 0.206392 0.114765 0.106312 0.0893402 0.0647608
threshold=-0.16100499999999998 -0.0033699999999999993 0.090235000000000024 -0.037444999999999992 0.0089800000000000019 -0.061914999999999991 -0.080654999999999991 -0.016294999999999994 0.085745000000000002 -0.16392499999999996 0.12168500000000002 0.090170000000000014 -0.014924999999999999 -0.099704999999999974 0.093100000000000002 -0.077664999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 9 6 -6 -8 14 -2 11 13 -3 -11 -7 -10
right_child=1 12 -4 -5 5 8 7 -9 15 10 -12 -13 -14 -15 -16 -17
leaf_value=0.017355744873204806 0.0075540878216469676 -0.0017757718370821731 0.0025350587024192813 0.010397840123585748 0.0005846630327884701 -0.0080371836752110726 -0.015965328518328808 -0.0039503848426512157 0.0013637677860147419 -0.0021375035651987396 -0.0068556966041511307 0.0093660196664053352 -0.010109961930786511 0.0014864463195574558 0.00078319305517106624 0.0094776914853390987
leaf_weight=52 93 100 96 77 58 52 53 52 60 266 54 87 89 1646 86 53
leaf_count=52 93 100 96 77 58 52 53 52 60 266 54 87 89 1646 86 53
internal_value=0 0.000695132 0.00775447 0.00115487 0.00087616 -0.0018853 -0.00624339 -0.0100322 0.000937695 0.00140973 0.00113052 0.00134715 -0.00570984 0.000981338 -0.00252741 0.00518531
internal_weight=0 2826 148 2637 2560 414 163 105 251 2146 2053 1999 189 1912 138 113
internal_count=2974 2826 148 2637 2560 414 163 105 251 2146 2053 1999 189 1912 138 113
is_linear=0
shrinkage=0.16829


Tree=6531
num_leaves=11
num_cat=0
split_feature=151 3 0 3 1 3 9 42 475 43
split_gain=0.211789 0.188006 0.210977 0.212476 0.18234 0.178733 0.120963 0.100008 0.131825 0.0891312
threshold=0.12207000000000001 -0.16100499999999998 0.098975000000000021 0.41110500000000005 0.10661000000000002 0.28833000000000003 -1.0000000180025095e-35 0.098395000000000024 -0.085599999999999996 0.0066850000000000008
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 6 -3 8 -8 -9
right_child=-2 2 -4 -5 -6 -7 7 9 -10 -11
leaf_value=0.0019394704250158194 0.011416243804968 -0.0061324905564958477 -0.0084350370216558831 0.011267510823976914 0.014215783460568192 -0.008524467491873456 -0.0037545117717352372 -0.0039825373645941469 0.0016013316079559565 0.0013352861994454196
leaf_weight=92 53 73 75 52 55 62 139 213 2007 153
leaf_count=92 53 73 75 52 55 62 139 213 2007 153
internal_value=0 0.000679086 0.000367598 0.000612872 0.00654487 0.000402884 0.000617698 0.000814577 0.00125359 -0.0017546
internal_weight=0 2921 2774 2699 147 2647 2585 2512 2146 366
internal_count=2974 2921 2774 2699 147 2647 2585 2512 2146 366
is_linear=0
shrinkage=0.16829


Tree=6532
num_leaves=16
num_cat=0
split_feature=132 3 131 16 51 1 16 12 150 150 150 4 16 2 3
split_gain=0.168719 0.350117 0.14009 0.116259 0.129492 0.231605 0.185077 0.115765 0.112547 0.196206 0.12713 0.359018 0.148261 0.098156 0.0308056
threshold=0.10779000000000001 0.35004500000000011 0.11644500000000001 0.51041000000000014 -0.095009999999999983 0.079805000000000015 0.18078000000000002 0.087605000000000002 0.11398500000000002 0.099490000000000009 0.083205000000000015 -0.010574999999999999 0.19384500000000002 0.10488500000000002 -0.095009999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -7 -5 9 10 12 -12 -6 -10 -9
right_child=2 -3 -4 7 8 6 -8 14 13 -11 11 -13 -14 -15 -16
leaf_value=0.0025487444668629614 0.012654351485028423 -0.0127120611562973 0.0012120752095420963 0.011152712807205829 0.00083804029985915028 -0.015844291416418122 -0.0022234803764559965 0.0046177109978255302 0.011264013774102183 -0.0077016689361490498 0.016896223713672588 -3.2911022931393869e-05 -0.0051190048691629854 0.0012470198303927169 -0.00075364129441968047
leaf_weight=95 60 56 62 57 1930 54 60 60 53 79 52 111 126 59 60
leaf_count=95 60 56 62 57 1930 54 60 60 53 79 52 111 126 59 60
internal_value=0 0.000461611 0.00685415 0.000726104 0.000443239 -0.00357354 -0.0086912 0.00490141 0.000792327 0.000537576 0.000831716 0.00535677 0.000472095 0.00600325 0.00191706
internal_weight=0 2852 122 2796 2619 209 114 177 2410 2298 2219 163 2056 112 120
internal_count=2974 2852 122 2796 2619 209 114 177 2410 2298 2219 163 2056 112 120
is_linear=0
shrinkage=0.16829


Tree=6533
num_leaves=23
num_cat=0
split_feature=4 2 123 2 159 42 13 0 156 2 0 15 15 0 15 4 4 0 4 2 124 13
split_gain=4.77752 1.93512 0.443529 0.366181 0.540789 0.354922 0.346132 0.317342 0.314646 0.30849 0.323193 0.243479 0.229273 0.223304 0.270921 0.25453 0.219102 0.208629 0.40466 0.161748 0.158792 0.127662
threshold=0.31392000000000003 0.13388500000000003 1.0000000180025095e-35 0.10615500000000001 0.086825000000000013 0.093200000000000019 -0.13871999999999998 -0.072924999999999976 0.0010500000000000004 0.096435000000000007 -0.00077999999999999999 -0.061499999999999992 -0.032144999999999993 -0.105195 -0.41956999999999994 0.51292000000000015 0.42642000000000008 -0.088444999999999982 -0.082804999999999976 0.10060500000000001 -0.084964999999999985 -0.088854999999999976
decision_type=2 2 2 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 -1 17 11 10 -9 -5 -3 16 15 -15 -2 18 -8 -11 -4 -19
right_child=13 12 20 4 -6 -7 7 9 -10 19 -12 -13 -14 14 -16 -17 -18 21 -20 -21 -22 -23
leaf_value=0.00095037488417944649 0.00025813766086083049 0.00042202823213824625 0.00041248245976445653 0.00068544498995377001 0.00031323391628257889 0.00091699698662611295 0.00096032369837415691 0.00064014481336144107 0.00083094671221313715 0.00091267127706299938 0.00035165386825574866 0.00041539537277934861 0.00013415206876316618 0.00043224935042229985 0 0.00013929989767658585 0.00053689286518706356 0.00090766411155678516 0.00067043324445010665 0.00066207713239697507 0.0006389731959834025 0.0007679357954693297
leaf_weight=83 77 65 66 67 53 55 59 181 55 55 56 82 57 60 56 71 52 80 523 61 72 988
leaf_count=83 77 65 66 67 53 55 59 181 55 55 56 82 57 60 56 71 52 80 523 61 72 988
internal_value=0 0.000694238 0.000713776 0.000724285 0.000618162 0.000680424 0.000740141 0.000731412 0.000616469 0.00064093 0.000572127 0.000537064 0.000287817 0.000264871 0.000191624 0.000273744 0.000370777 0.000750749 0.000699881 0.000781197 0.000530907 0.000778435
internal_weight=0 2658 2536 2398 312 259 2086 2003 204 353 237 149 122 316 187 131 129 1650 582 116 138 1068
internal_count=2974 2658 2536 2398 312 259 2086 2003 204 353 237 149 122 316 187 131 129 1650 582 116 138 1068
is_linear=0
shrinkage=0.0032998


Tree=6534
num_leaves=27
num_cat=0
split_feature=1 15 3 14 124 4 4 0 1 1 0 0 4 0 4 4 1 15 1 1 4 3 1 0 14 16
split_gain=19.9039 4.0783 2.5919 1.42839 1.39385 1.2681 0.776586 0.791303 0.771007 0.755556 0.561945 0.499352 0.625843 0.646086 0.460853 0.687531 0.34454 0.310339 0.300062 0.192083 0.138756 0.125324 0.124376 0.106643 0.0487827 0.0470517
threshold=0.10331000000000003 -0.21242999999999998 -0.063264999999999988 0.073890000000000011 -0.085379999999999984 -0.15366499999999997 0.032770000000000001 -0.10726999999999999 0.11649500000000002 0.13042000000000001 -0.073104999999999989 -0.077614999999999976 -0.46195999999999998 -0.011064999999999998 0.056815000000000011 0.27998000000000006 0.11539500000000001 -0.091934999999999989 0.10726500000000001 0.087840000000000015 0.078235000000000013 -0.080349999999999991 0.085410000000000014 -0.082689999999999986 -0.24790499999999996 -0.13895999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 8 4 -1 -4 7 -6 18 24 -11 19 22 -14 16 -16 -7 25 -3 23 -19 -21 -13 -9 -2 -8
right_child=1 2 5 -5 6 14 17 11 -10 10 -12 12 13 -15 15 -17 -18 20 -20 21 -22 -23 -24 -25 -26 -27
leaf_value=0.00080302763682580768 0.00063092171183749563 0.0011647333461275089 0.0011408664638171459 0.0017510598562105416 0.0010707315530977318 0.00058365593100286181 0.0013637497874840762 0.0014580459939559885 0.0009177371825534054 0.00041510025806764587 -2.3068705006750401e-05 0.0013986088799896074 0.001284807884023894 0.00089272072631917652 0.0010009516231762345 0.00046504733367746972 0.00023172600948386042 0.00098867789606890645 0.0015027528025357724 0.0014059800204982093 0.0011825105497559442 0.0012343780296540979 0.0016302636484990887 0.0013792757922896754 0.0004835055155563601 0.0012245496644824362
leaf_weight=55 52 56 53 89 97 74 72 711 78 59 69 53 368 53 53 52 52 85 62 99 84 99 56 285 53 55
leaf_count=55 52 56 53 89 97 74 72 711 78 59 69 53 368 53 53 52 52 85 62 99 84 99 56 285 53 55
internal_value=0 0.000707669 0.000881594 0.00134011 0.00132325 0.000679859 0.00133675 0.00136235 0.00117372 0.000349219 0.000178625 0.00137874 0.00129368 0.00123553 0.000573935 0.000735887 0.000438695 0.0011791 0.00134264 0.00141647 0.00108523 0.00132036 0.00151795 0.00143554 0.000556847 0.00130374
internal_weight=0 713 480 2261 2172 284 2117 1821 196 233 128 1724 530 421 231 105 126 296 118 1194 169 198 109 996 105 127
internal_count=2974 713 480 2261 2172 284 2117 1821 196 233 128 1724 530 421 231 105 126 296 118 1194 169 198 109 996 105 127
is_linear=0
shrinkage=0.0032998


Tree=6535
num_leaves=24
num_cat=0
split_feature=1 12 2 39 2 1 12 4 14 2 481 4 1 50 2 13 484 16 16 15 12 2 42
split_gain=12.4354 2.88279 1.63629 0.917243 0.680343 0.670378 0.613984 0.593434 0.557493 0.392291 0.373651 0.39517 0.346246 0.307727 0.296893 0.264931 0.22215 0.217768 0.306275 0.217171 0.136714 0.124165 0.172056
threshold=0.10529500000000001 0.085075000000000026 0.11504500000000002 0.0047850000000000011 0.10803500000000001 0.088035000000000016 0.098785000000000012 0.51326500000000019 0.056865000000000006 0.14132000000000003 -0.065834999999999991 0.0063750000000000013 0.083670000000000008 0.12170000000000002 0.092855000000000007 0.022635000000000006 0.085790000000000019 0.022165000000000004 -0.07027499999999999 -0.083859999999999976 0.097060000000000021 0.083815000000000014 0.086105000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 6 4 8 -5 -3 9 10 17 21 13 14 16 -13 20 -12 18 19 -2 -6 -1 -23
right_child=1 2 -4 5 15 -7 -8 -9 -10 -11 11 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=0.0012913583546067438 0.00034926004796923687 0.0011529326992688669 0.0002967618194189591 0.0009357208029367167 0.0010158447385093272 0.00046393495281725499 0.00072923874654984896 6.4257709505159477e-05 0.0013012646322404355 0.00014222238955388628 0.0010395154646674902 0.0011513974527581322 0.00066359477438163563 0.00076302628086339242 0.00083936213569999775 0.00062184486831249187 0.00090876091470341901 0.00061020488426868284 0.00016428775839184677 0.00062058621679831455 0.00081587085709267646 0.0012249244336522208 0.00098318090549570159
leaf_weight=53 82 80 57 72 63 61 71 93 76 68 1246 53 67 52 94 53 165 55 55 54 101 63 71
leaf_count=53 82 80 57 72 63 61 71 93 76 68 1246 53 67 52 94 53 165 55 55 54 101 63 71
internal_value=0 0.000457891 0.000774021 0.000986499 0.00100294 0.000719603 0.000953946 0.000296244 0.00102262 0.000364841 0.00101124 0.00099548 0.000861941 0.00101499 0.000952104 0.000826864 0.00102425 0.000426235 0.000373075 0.000457252 0.000892905 0.00115235 0.0010971
internal_weight=0 615 208 2290 2157 133 151 407 1940 314 1864 1677 214 1463 147 217 1411 246 191 136 164 187 134
internal_count=2905 615 208 2290 2157 133 151 407 1940 314 1864 1677 214 1463 147 217 1411 246 191 136 164 187 134
is_linear=0
shrinkage=0.0032998


Tree=6536
num_leaves=19
num_cat=0
split_feature=1 34 2 48 2 34 160 160 49 49 16 2 4 13 52 13 4 0
split_gain=0.250276 0.235329 0.170034 0.175295 0.172799 0.156854 0.130876 0.118604 0.13921 0.135442 0.129463 0.183685 0.173973 0.154937 0.145678 0.133569 0.116773 0.0594982
threshold=0.12072500000000001 -1.0000000180025095e-35 0.11504500000000002 0.11521500000000003 0.15305000000000002 -0.016844999999999995 0.28906000000000004 0.091625000000000026 0.114915 0.083250000000000005 1.0000000180025095e-35 0.085730000000000015 -0.066714999999999983 -0.029809999999999996 0.10096500000000001 -0.047934999999999992 -0.090174999999999991 -0.080499999999999988
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 -4 -1 7 8 10 -9 13 12 -12 15 -13 -7 -15 -10
right_child=1 2 3 -5 -6 6 -8 9 17 -11 11 14 -14 16 -16 -17 -18 -19
leaf_value=0.011257999565442626 -0.011060689218963698 0.0076149722412382206 -0.011182947070132463 0.0062723741692838186 0.0016942770374475814 0.0042516261062548128 -0.0021877989904852233 0.0049246010395944924 -0.0046950251662320718 0.015555999138637606 0.018703561130057774 0.0060109510732508954 0.0067719980858372388 0.0080156460530403789 -0.0024134779463215444 0.012979390973172349 0.00072261041539730818 0.0021905180199022923
leaf_weight=82 55 78 66 52 53 849 100 100 74 52 57 296 90 69 72 53 639 68
leaf_count=82 55 78 66 52 53 849 100 100 74 52 57 296 90 69 72 53 639 68
internal_value=0 -0.00109504 0.001099 -0.0018627 -0.00543262 0.00400356 0.0037667 0.0040136 0.00370707 0.00857348 0.00404819 0.00637447 0.0114107 0.00330295 0.00435781 0.00476645 0.00143591 -0.00138507
internal_weight=0 304 249 171 119 2601 2519 2419 2267 152 2125 515 147 1610 368 902 708 142
internal_count=2905 304 249 171 119 2601 2519 2419 2267 152 2125 515 147 1610 368 902 708 142
is_linear=0
shrinkage=0.16829


Tree=6537
num_leaves=32
num_cat=0
split_feature=1 1 0 39 1 39 15 160 15 13 50 15 13 16 16 1 15 51 51 16 13 0 15 159 15 0 133 13 0 15 0
split_gain=21.6254 3.90809 1.96724 1.89882 1.33511 1.2209 0.716801 0.6472 0.631646 0.587104 0.392378 0.298879 0.334909 0.276108 0.268052 0.253061 0.242921 0.375893 0.382766 0.283369 0.375461 0.253934 0.210404 0.161596 0.144813 0.125695 0.0981549 0.0771149 0.0745278 0.0667053 0.0383521
threshold=0.10529500000000001 0.12313000000000002 -0.11991499999999998 0.0047850000000000011 0.088035000000000016 0.084075000000000011 -0.19153499999999998 -1.0000000180025095e-35 -0.015104999999999999 -0.014114999999999997 0.11830500000000001 -0.12431499999999999 0.022635000000000006 -0.096149999999999985 -0.088719999999999979 0.13662500000000002 0.11082500000000002 -0.080414999999999986 -0.10998999999999999 -0.052039999999999996 -1.0000000180025095e-35 -0.077574999999999991 -0.11124499999999998 -0.073489999999999986 -0.050529999999999999 -0.066574999999999981 0.077945 -0.066634999999999986 -0.084204999999999988 0.11773500000000002 -0.097604999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 8 -5 7 25 -4 9 22 16 -11 14 -2 -13 -8 17 18 -10 21 -21 -19 30 -24 28 -3 29 -9 -25 -18 -1
right_child=1 6 5 4 -6 -7 15 27 10 11 -12 12 -14 -15 -16 -17 26 19 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0021294843209732966 0.0012416044848565476 0.00066758072713731713 0.0014640922131982231 0.0018261844683442221 0.0011602442916465298 0.0011989454025963975 0.0012375323319772002 0.0020099500081792432 0.0020263172023783872 0.001929662990308968 0.0016854229661289011 0.0015808692035680228 0.0014671087005577663 0.000918087965464046 0.0018750436911420662 0.00093986855271289353 0.0017186943301817617 0.0020162388849935147 0.0016452138116988437 0.0020248763700247323 0.0022711582823268925 0.0018596648415103003 0.0020273969483200114 0.0018584574807903184 0.0019598094487421809 0.00086773118605489561 0.0019906342610268215 0.0018243486311817169 0.0017266007561959151 0.0018852115043957183 0.001982398422693894
leaf_weight=52 68 83 53 72 61 55 66 52 55 64 52 59 65 52 87 62 55 564 64 217 103 150 75 125 99 62 54 62 95 70 52
leaf_count=52 68 83 53 72 61 55 66 52 55 64 52 59 65 52 87 62 55 564 64 217 103 150 75 125 99 62 54 62 95 70 52
internal_value=0 0.00120782 0.00144302 0.00190493 0.00152102 0.00162735 0.000913052 0.00176823 0.00192859 0.00185227 0.00197119 0.0017286 0.00166745 0.00110171 0.00175641 0.00109363 0.00198232 0.00200031 0.00182165 0.00202083 0.00210426 0.00198339 0.00192049 0.00188456 0.00185086 0.000753405 0.00186624 0.00190932 0.00180168 0.00181223 0.00205628
internal_weight=0 615 342 2290 133 222 273 167 2157 773 1384 275 211 120 146 128 1332 1153 119 1034 320 714 498 394 319 145 179 114 220 125 104
internal_count=2905 615 342 2290 133 222 273 167 2157 773 1384 275 211 120 146 128 1332 1153 119 1034 320 714 498 394 319 145 179 114 220 125 104
is_linear=0
shrinkage=0.0032998


Tree=6538
num_leaves=11
num_cat=0
split_feature=3 150 2 10 9 150 16 16 3 3
split_gain=0.267163 0.259488 0.112006 0.117361 0.131259 0.122949 0.132648 0.196383 0.0661382 0.0377476
threshold=0.35004500000000011 0.12364000000000001 0.13554000000000002 -0.020369999999999996 -1.0000000180025095e-35 0.10871000000000001 -0.52541999999999989 -0.40885499999999991 -0.036264999999999992 0.057935000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 -6 -8 -4 -10
right_child=-2 -3 8 4 5 -7 7 -9 9 -11
leaf_value=0.012967138143633806 -0.0060440828417429636 -0.0072213901483216617 0.0050025965307813223 -0.0028901125285035944 -0.0030686403107714599 0.012355723006755238 0.011702398060901292 0.0047050572176695052 -0.0052027615686409462 0.0011572867359850992
leaf_weight=52 69 52 59 60 58 64 120 2266 53 52
leaf_count=52 69 52 59 60 58 64 120 2266 53 52
internal_value=0 0.00454354 0.00476394 0.00503107 0.00486968 0.00505603 0.00486414 0.00505773 0.000485279 -0.00203591
internal_weight=0 2836 2784 2620 2568 2508 2444 2386 164 105
internal_count=2905 2836 2784 2620 2568 2508 2444 2386 164 105
is_linear=0
shrinkage=0.16829


Tree=6539
num_leaves=15
num_cat=0
split_feature=121 1 47 3 1 394 3 394 51 16 11 3 11 1
split_gain=0.234501 0.259626 0.198903 0.337301 0.112384 0.110065 0.241845 0.125449 0.111648 0.209324 0.174828 0.142114 0.126373 0.0932058
threshold=-1.0000000180025095e-35 0.12072500000000001 0.096770000000000009 -0.010434999999999998 0.13991000000000003 -0.08126499999999999 -0.084604999999999986 -0.0038899999999999998 0.11178000000000002 -0.06533499999999999 1.0000000180025095e-35 -0.13392999999999997 0.088840000000000016 0.087055000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 6 -2 -7 10 -10 11 -9 -12 -13
right_child=1 2 -4 4 -6 7 -8 8 9 -11 12 13 -14 -15
leaf_value=0.014363765727731627 -0.0056347010909430948 0.0056622436253549588 0.0058499085597053455 -0.0050756332382217917 -0.015034352052866526 0.012351793531418307 0.0079567324888076309 -0.0046451842844176692 0.0053971478077852993 -0.006649080576451534 0.01352103291540308 0.0048991129840277106 0.0042576582399876878 0.0024331395099243128
leaf_weight=56 97 64 74 79 55 52 60 54 87 77 96 1329 75 650
leaf_count=56 97 64 74 79 55 52 60 54 87 77 96 1329 75 650
internal_value=0 0.00335643 -0.00158379 -0.00437112 -0.00917657 0.00387856 -0.000429079 0.00415877 0.0039781 -0.000247749 0.00429336 0.00385717 0.00946866 0.00409008
internal_weight=0 2849 272 198 134 2577 157 2420 2368 164 2204 2033 171 1979
internal_count=2905 2849 272 198 134 2577 157 2420 2368 164 2204 2033 171 1979
is_linear=0
shrinkage=0.16829


Tree=6540
num_leaves=17
num_cat=0
split_feature=3 40 457 12 130 3 3 130 51 13 42 12 15 128 3 4
split_gain=0.243989 0.20053 0.192636 0.140348 0.171458 0.143698 0.209509 0.15835 0.17097 0.132378 0.124195 0.12861 0.119511 0.11262 0.0994018 0.0891624
threshold=0.35004500000000011 0.0045850000000000005 0.11596500000000001 0.092755000000000018 -0.081339999999999982 0.11391500000000002 0.14813000000000001 0.071525000000000019 0.094075000000000006 -0.085114999999999982 -0.016999999999999998 0.094195000000000015 -0.065984999999999988 0.10185500000000001 -0.08620499999999999 -0.060239999999999995
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 8 -6 -5 13 -12 -13 15 -9 -11
right_child=-2 -3 -4 9 5 6 -8 14 -10 10 11 12 -14 -15 -16 -17
leaf_value=-0.0047436513806262673 -0.0062344583109897808 -0.0060211160848821135 0.013157529314728479 0.007170547283192533 0.0046488458745467037 -0.0081761910581171493 0.0055981764039000695 -0.0024090811301217814 0.011409142211990048 0.0090557169543199582 -0.007749423209690868 0.0046862140458588161 -0.0018840678609678082 -0.0035355691394132953 0.0054129977788431056 0.0022034838956333049
leaf_weight=63 82 67 55 95 1415 63 62 138 115 90 72 110 273 55 69 136
leaf_count=63 82 67 55 95 1415 63 62 138 115 90 72 110 273 55 69 136
internal_value=0 0.00306845 0.00328574 0.00308808 0.00387758 0.00417024 -0.00132973 0.00456707 0.00515815 0.00125705 0.000491318 -0.00122379 0 0.00327485 0.000189599 0.0049402
internal_weight=0 2878 2811 2756 1925 1862 125 1737 1530 831 736 455 383 281 207 226
internal_count=2960 2878 2811 2756 1925 1862 125 1737 1530 831 736 455 383 281 207 226
is_linear=0
shrinkage=0.16829


Tree=6541
num_leaves=23
num_cat=0
split_feature=3 43 133 9 159 43 42 3 3 51 43 43 15 133 42 42 42 483 1 15 15 42
split_gain=0.168832 0.164208 0.295139 0.233469 0.237894 0.16862 0.262981 0.160308 0.228014 0.208028 0.134285 0.13603 0.12644 0.122423 0.117401 0.20922 0.152014 0.102309 0.0819772 0.0738618 0.0737828 0.017722
threshold=0.35004500000000011 -0.036849999999999994 -0.028224999999999997 0.084755000000000011 -0.18350999999999998 -0.011714999999999998 0.085790000000000019 -1.0000000180025095e-35 -0.051469999999999995 0.099470000000000017 -0.067269999999999983 -0.073819999999999983 -0.031624999999999993 -0.42211999999999994 0.092600000000000016 0.088630000000000014 0.10077000000000001 -0.09200499999999999 0.091095000000000023 -0.033234999999999994 -0.065984999999999988 0.09747500000000002
decision_type=2 2 2 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 13 12 11 14 -9 -7 15 17 20 -4 21 -17 -16 -12
right_child=-2 3 10 -5 5 7 -8 9 -10 -11 18 -13 -14 -15 16 19 -18 -19 -20 -21 -22 -23
leaf_value=-0.0090047066438663122 -0.0051852628640289399 -0.0070568062020313991 0.0086872951440401091 0.01467969536394125 0.0028027431890507719 0.0076057722391129779 0.016176013577220077 0.005013991678367258 -0.0088964258366928377 -0.0034952440796181699 0.0022583407152243261 0.0084332354382181084 0.012276209813584958 0.0017179373596701217 -0.0018415502057892296 0.0053551645539654177 0.003662773155571447 0.0010064054750621339 -0.0079248524119505045 0.012961279886580326 -0.010480109021927954 -0.00213449359865176
leaf_weight=75 82 59 53 54 93 118 76 163 52 52 52 99 118 668 62 92 83 688 56 61 52 52
leaf_count=75 82 59 53 54 93 118 76 163 52 52 52 99 118 668 62 92 83 688 56 61 52 52
internal_value=0 0.00255217 0.00126666 0.00381166 0.00339088 0.00385223 0.00882739 0.00313268 0.00188836 0.00625862 0.00183863 0.00245487 0.00807 0.00260415 0.00191073 0.00273103 -0.0018027 0.00155821 -0.00273345 0.00839941 -0.00579771 4.46487e-05
internal_weight=0 2878 1425 1453 1399 1340 169 1171 838 333 1350 1190 281 786 1091 894 197 741 160 153 114 104
internal_count=2960 2878 1425 1453 1399 1340 169 1171 838 333 1350 1190 281 786 1091 894 197 741 160 153 114 104
is_linear=0
shrinkage=0.16829


Tree=6542
num_leaves=27
num_cat=0
split_feature=4 2 40 4 2 2 0 2 49 42 124 4 4 4 484 2 2 0 0 0 160 2 15 159 16 151
split_gain=13.6001 7.06974 2.45565 1.47684 1.41753 0.976596 0.685384 0.577982 0.511398 0.392839 0.380383 0.373056 0.366757 0.581934 0.24535 0.226262 0.204977 0.277893 0.195801 0.296948 0.184311 0.153616 0.152006 0.150376 0.121115 0.0927909
threshold=0.31392000000000003 0.14132000000000003 -0.034699999999999988 -0.033649999999999992 0.14870000000000003 0.092155000000000015 -0.082494999999999985 0.076510000000000009 -0.013329999999999998 0.087825000000000014 -0.082389999999999977 -0.111135 -0.17568999999999999 -0.09390999999999998 0.021395000000000001 0.090295000000000014 0.095465000000000008 0.12366000000000001 -0.09194999999999999 -0.072924999999999976 -0.020114999999999997 0.087815000000000018 -0.11124499999999998 -0.013035 -0.50318999999999992 -0.092609999999999984
decision_type=2 2 2 2 2 2 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 9 7 11 18 -7 24 -1 -4 16 -14 22 -15 -8 -18 -5 -20 -13 -22 -10 -9 -2 -25
right_child=4 -3 3 5 -6 8 12 23 14 -11 -12 20 13 15 -16 -17 17 -19 19 -21 21 -23 -24 25 -26 -27
leaf_value=0.0006369929673504329 0.00073878705838192145 0.00026026233926223027 0.0016600124510144573 0.00092016986362924047 1.4331493487202007e-05 0.00079136171037299857 0.0012053318812615813 0.0014222146599405859 0.0011825059635717932 0.00038241794858718316 0.00096252598074334102 0.0015289484382237086 0.00088300383839956227 0.0012916821464490733 0.0012830052874871398 0.0011561589034680311 0.0015875393195035848 0.0012881086835790007 0.0012464246071085233 0.00095927315322597028 0.0013748539840974343 0.0011880252809950594 0.00098719220290861896 0.0013641545324773097 0.00056237068223423316 0.0012303243305275336
leaf_weight=75 93 89 58 60 63 90 56 81 59 86 84 72 54 386 53 217 74 66 111 63 276 62 195 79 83 275
leaf_count=75 93 89 58 60 63 90 56 81 59 86 84 72 54 386 53 217 74 66 111 63 276 62 195 79 83 275
internal_value=0 0.00117495 0.00120691 0.00123339 0.000459325 0.00114176 0.0013073 0.00121895 0.00101158 0.000566192 0.000809194 0.00140938 0.00125126 0.00121344 0.00107603 0.00124297 0.00137787 0.00144663 0.00108576 0.00114266 0.00137383 0.00134069 0.0010327 0.00129052 0.000655791 0.00126029
internal_weight=0 2635 2546 2387 325 1066 1321 669 397 262 159 468 853 657 307 603 196 140 234 174 410 338 254 435 176 354
internal_count=2960 2635 2546 2387 325 1066 1321 669 397 262 159 468 853 657 307 603 196 140 234 174 410 338 254 435 176 354
is_linear=0
shrinkage=0.0032998


Tree=6543
num_leaves=25
num_cat=0
split_feature=1 12 2 1 15 4 12 3 3 4 2 1 1 12 3 40 2 51 42 12 159 1212 15 3
split_gain=10.5831 2.05256 1.91869 1.44571 0.912077 0.779422 0.522167 0.500107 0.461123 0.841228 0.417437 0.41484 0.600194 0.361102 0.312604 0.300903 0.270496 0.269391 0.259623 0.228236 0.21575 0.206555 0.201521 0.104479
threshold=0.11779500000000002 0.056995000000000011 0.14808000000000002 0.09258000000000001 -0.13843999999999998 0.05309500000000001 0.097240000000000007 -0.0082999999999999984 -0.14088999999999999 -0.10429499999999998 0.11203000000000002 0.079225000000000004 0.087055000000000007 0.084065000000000015 -0.086424999999999988 -0.011859999999999997 0.091235000000000024 -1.0000000180025095e-35 0.087855000000000003 0.087135000000000004 -0.26620999999999995 0.11137000000000001 -0.43587999999999999 0.17351000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 11 22 8 18 -5 19 -10 -9 15 -13 14 -11 -1 21 -6 -7 -3 -18 -15 -2 -4
right_child=2 5 23 7 17 6 -8 10 9 13 -12 12 -14 16 -16 -17 20 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0010212040340093075 0.00048862053147575061 0.0014103379011552045 0.00013799711014714198 0.00044256511675018495 0.00092461935871674826 0.0011046290406634047 0.00068137889487931752 0.00089041083436392767 0.00065143429750959389 0.0011078435452867678 0.00056017562681549935 0.0013178657233960671 0.00088554899892807838 0.0010939870322874249 0.0014289850093988931 0.00066794266234788079 0.0011801631389264449 0.00061764678723933678 0.00083821724726406679 0.0011484475724101259 0.00094814315166951736 0.00087716100739588035 0.00024376474321254773 -7.0964843758796657e-05
leaf_weight=52 88 59 52 89 61 96 93 98 54 88 74 75 67 1014 55 55 52 66 71 103 330 52 64 52
leaf_count=52 88 59 52 89 61 96 93 98 54 88 74 75 67 1014 55 55 52 66 71 103 330 52 64 52
internal_value=0 0.00100412 0.000416077 0.000816322 0.00055868 0.00105043 0.000880756 0.000644337 0.00107483 0.00105814 0.000748538 0.000996453 0.00111413 0.00107192 0.00123161 0.00083995 0.00105613 0.000765368 0.000991575 0.00124404 0.000979819 0.00108344 0.000385755 3.31774e-05
internal_weight=0 2577 383 510 279 2067 260 261 1807 1645 172 249 142 1591 143 107 1448 127 167 162 382 1066 152 104
internal_count=2960 2577 383 510 279 2067 260 261 1807 1645 172 249 142 1591 143 107 1448 127 167 162 382 1066 152 104
is_linear=0
shrinkage=0.0032998


Tree=6544
num_leaves=23
num_cat=0
split_feature=1374 2 15 15 1447 159 456 47 2 0 2 0 15 42 13 13 42 0 2 0 481 13
split_gain=0.159682 0.116403 0.129513 0.186708 0.163014 0.140169 0.139096 0.131805 0.164897 0.391868 0.129119 0.118365 0.110757 0.0997419 0.187883 0.107337 0.24057 0.0915305 0.0861393 0.123677 0.0686428 0.0588253
threshold=-0.068629999999999983 0.14870000000000003 0.039965000000000007 0.08401500000000002 -0.086059999999999984 -0.013035 0.086210000000000023 0.080075000000000021 0.079770000000000021 -0.088659999999999989 0.090295000000000014 -0.14259999999999998 -0.076929999999999985 0.091465000000000005 -0.09330999999999999 -0.082644999999999982 0.11517500000000001 -0.08237499999999999 0.098290000000000002 -0.098064999999999986 -0.074254999999999988 -0.076794999999999988
decision_type=2 2 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 20 7 8 9 -6 -8 -10 -3 14 -7 -15 -17 -16 19 -9 -5 -22
right_child=1 12 3 5 6 13 10 18 11 -11 -12 -13 -14 15 17 16 -18 -19 -20 -21 21 -23
leaf_value=0.012790572285895339 -0.0058016536460675887 0.0025599419601126678 0.01206876393570299 0.012594120565094537 -0.014373715753585382 -0.0047606996333112456 0.012949935647208201 0.013017162143586326 0.0068325575356017135 0.0018935332431667732 0.0019314085021198931 0.001756501832566749 -0.0074812233328802342 0.0069675269420941405 0.0079291619191663304 -0.0099701247618056727 0.0031096227018720338 0.0035350506940482387 0.00014187258904246774 0.0046958565928101664 0.0022332557742640187 0.0099012408331823169
leaf_weight=52 62 75 97 72 58 56 73 68 157 151 52 772 53 53 240 63 108 310 70 203 60 55
leaf_count=52 62 75 97 72 58 56 73 68 157 151 52 772 53 53 240 63 108 310 70 203 60 55
internal_value=0 0.00336862 0.00359728 0.00500382 0.0026557 0.00432821 0.00298372 0.00252638 0.00165446 -0.00261223 0.0083806 0.00261628 -0.00158369 0.00338682 0.00450869 0.000343751 -0.00169873 0.00545575 0.00543094 0.00679049 0.00849697 0.00591618
internal_weight=0 2908 2780 1114 1666 1017 1604 1479 1138 209 125 929 128 830 606 224 171 550 341 271 187 115
internal_count=2960 2908 2780 1114 1666 1017 1604 1479 1138 209 125 929 128 830 606 224 171 550 341 271 187 115
is_linear=0
shrinkage=0.16829


Tree=6545
num_leaves=31
num_cat=0
split_feature=1 12 2 2 1 0 47 14 15 0 0 0 4 15 1452 0 12 12 0 15 51 0 12 12 1 0 1 1 50 2
split_gain=6.19813 1.37486 1.90627 0.675056 0.64402 0.518624 0.46891 0.361855 0.317446 0.630153 0.278632 0.325932 0.233368 0.227317 0.227118 0.221184 0.212789 0.173186 0.341282 0.172529 0.169675 0.148403 0.142719 0.135083 0.179042 0.133841 0.0826046 0.127167 0.0350168 0.0272835
threshold=0.10123500000000001 0.084885000000000002 0.12173500000000002 0.11366500000000002 0.085780000000000009 -0.099704999999999974 0.096770000000000009 -0.42227999999999993 -0.093399999999999997 -0.088659999999999989 -0.034759999999999992 -0.14015999999999998 0.097095000000000015 -0.032144999999999993 0.083330000000000015 -0.095724999999999991 0.106505 0.091495000000000007 -0.069414999999999991 -0.095244999999999982 -0.057604999999999996 -0.11262999999999999 0.083815000000000014 0.093185000000000004 0.091280000000000014 -0.08155999999999998 0.088135000000000005 0.089245000000000005 0.086135000000000017 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 2
left_child=3 6 16 4 12 19 7 -2 9 -9 11 -10 14 -5 15 22 20 25 -19 -6 -3 -14 -1 24 26 -17 -7 -28 -25 -24
right_child=1 2 -4 13 5 23 -8 8 10 -11 -12 -13 21 -15 -16 17 -18 18 -20 -21 -22 -23 29 28 -26 -27 27 -29 -30 -31
leaf_value=0.0008821757254203448 0.00054401369796945468 0.00071106188860643011 7.86649788107822e-05 0.00070856295554327681 0.00064733131942361973 0.00069690531968697735 0.0005819085618690565 0.00030264355608628136 0.00040674050900072243 -0.00014723091892404036 0.00055345510417337913 6.5885514053455073e-05 0.00082956778266873659 0.00046127028355213984 0.00069571499810883685 0.00086279557731936752 0.00061767153902985436 0.00085564547614945703 0.00060456624242998349 0.00037966036244277445 0.00093481102434622015 0.00058340397769282527 0.0010083035992897707 0.00092939995106855022 0.00061624152247325586 0.00096204047087253253 0.000966659370812732 0.00075849851190892652 0.00081118017085604361 0.0011279754450889219
leaf_weight=85 57 65 53 98 55 72 78 97 75 52 53 52 56 71 80 615 67 257 78 52 92 54 52 60 95 206 54 87 67 52
leaf_count=85 57 65 53 98 55 72 78 97 75 52 53 52 56 71 80 615 67 257 78 52 92 54 52 60 95 206 54 87 67 52
internal_value=0 0.000458056 0.000642168 0.000806221 0.000822586 0.000724381 0.000348068 0.000300724 0.000258467 0.000145404 0.000351862 0.000267455 0.000857239 0.000604879 0.000868654 0.000878914 0.00077534 0.000861559 0.00079729 0.000517577 0.0008424 0.000709044 0.000984878 0.000775169 0.000737061 0.00088774 0.000790782 0.00083847 0.000867309 0.00106848
internal_weight=0 741 277 2246 2077 542 464 386 329 149 180 127 1535 169 1425 1345 224 1156 335 107 157 110 189 435 308 821 213 141 127 104
internal_count=2987 741 277 2246 2077 542 464 386 329 149 180 127 1535 169 1425 1345 224 1156 335 107 157 110 189 435 308 821 213 141 127 104
is_linear=0
shrinkage=0.0032998


Tree=6546
num_leaves=35
num_cat=0
split_feature=1 155 47 4 1 4 16 39 39 52 1 16 4 160 16 13 13 4 16 51 16 403 160 4 43 1 43 13 4 52 16 16 16 4
split_gain=12.522 1.6972 1.62665 1.36063 0.883912 0.690113 0.636009 0.531026 0.50411 0.417157 0.289905 0.287933 0.506901 0.384112 0.281054 0.273755 0.263204 0.241449 0.198709 0.197163 0.452593 0.215155 0.215143 0.191306 0.166759 0.137738 0.122253 0.100866 0.0989866 0.0942238 0.119043 0.0429106 0.0392705 0.0275071
threshold=0.10398500000000001 0.098655000000000007 0.078345000000000012 0.082475000000000007 0.14996500000000004 -0.082199999999999981 -0.10227499999999999 0.087735000000000021 0.08252000000000001 0.042815000000000006 0.12381000000000002 -0.010264999999999998 -0.46195999999999998 -0.015149999999999999 0.25032500000000008 -0.091559999999999989 -0.086094999999999991 0.00023500000000000005 -0.075724999999999987 0.080080000000000026 -0.083144999999999983 -0.43560999999999994 0.035095000000000008 -0.016029999999999996 -0.0096349999999999977 0.13300500000000001 -0.082204999999999986 -0.013819999999999997 -0.088039999999999993 0.088595000000000021 -0.085834999999999981 -0.06533499999999999 -0.40430999999999989 0.16173500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 7 6 -1 15 16 33 -4 18 14 -14 -13 -2 23 -17 27 20 24 -22 -21 29 -18 -9 -25 -8 -29 30 -7 -28 -19 -5
right_child=1 -3 10 9 -6 8 11 25 -10 -11 -12 12 13 -15 -16 17 19 32 -20 22 21 -23 -24 26 -26 -27 31 28 -30 -31 -32 -33 -34 -35
leaf_value=0.0016918021700315612 0.00056919526413523234 0.0012772182843096846 0.0010718445670131792 0.00089794544326762772 0.00020270556692901983 0.0010692837050491192 0.0014924009410181417 0.00055902748044173167 0.00095411976736547272 0.0011609547023939469 0.0007896111019464675 0.0015800410290164317 0.00088709668624485411 0.0012559544419936449 0.0012566131632356678 0.00097452946639642747 0.0012755436806643815 0.00076609995660049468 0.0015832581604362287 0.0011957188483004381 0.0010104004553082965 0.0012212758913469617 0.00092972616144634422 0.0015118347825129768 0.0015192875263848075 0.00033193588612910596 0.0013994069263034625 0.0012002647470144281 0.0013661483636307969 0.0013577547090415207 0.0012896169053257175 0.0012546089772487233 0.00063776347728329867 0.00078397253276817492
leaf_weight=58 91 57 100 59 60 54 52 62 70 79 68 52 56 71 72 56 56 64 52 100 59 731 52 70 76 57 54 57 168 56 60 53 53 52
leaf_count=58 91 57 100 59 60 54 52 62 70 79 68 52 56 71 72 56 56 64 52 100 59 731 52 70 76 57 54 57 168 56 60 53 53 52
internal_value=0 0.000731948 0.000681022 0.00124484 0.000575973 0.00126878 0.00136012 0.000634356 0.00122967 0.00097648 0.000957817 0.00132689 0.00124141 0.00109359 0.00139253 0.000717076 0.00124322 0.000794659 0.001392 0.00121728 0.00123576 0.00120557 0.00110495 0.0013234 0.00141615 0.000450549 0.00140091 0.00135597 0.00132428 0.00124249 0.00118556 0.00132801 0.000708266 0.00084487
internal_weight=0 668 611 2319 443 2129 638 383 1491 190 168 580 251 127 124 264 1421 173 329 1074 922 790 152 347 132 119 177 277 225 170 114 107 117 111
internal_count=2987 668 611 2319 443 2129 638 383 1491 190 168 580 251 127 124 264 1421 173 329 1074 922 790 152 347 132 119 177 277 225 170 114 107 117 111
is_linear=0
shrinkage=0.0032998


Tree=6547
num_leaves=21
num_cat=0
split_feature=41 1 1455 1209 1 0 42 13 43 3 402 133 51 4 16 51 0 0 42 4
split_gain=0.199883 0.325697 0.217762 0.165481 0.230619 0.176855 0.154903 0.200496 0.152722 0.195765 0.163312 0.151092 0.161979 0.281214 0.245661 0.191984 0.218583 0.169359 0.0894168 0.0651017
threshold=0.085175000000000015 0.085780000000000009 0.091655000000000014 0.087355000000000002 0.079225000000000004 -0.071299999999999988 -0.075609999999999997 -0.064249999999999988 0.0048000000000000013 -0.084524999999999975 -0.025489999999999995 -0.24159999999999995 -0.083174999999999985 -0.16236499999999995 0.14976500000000001 -0.042309999999999993 -0.0033699999999999993 -0.095199999999999993 0.084145000000000011 0.028075000000000006
decision_type=2 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 8 -7 -8 10 -10 -1 -3 14 -14 -13 -15 17 -17 -5 -16
right_child=-2 11 -4 18 -6 6 7 -9 9 -11 -12 12 13 15 19 16 -18 -19 -20 -21
leaf_value=0.013594724115214257 0.011625062795977883 0.009665071679866884 -0.0037318968217412165 0.0040274820665288603 0.014377822464002835 0.0095677203217539204 0.0054344319310979487 -0.0058408378477888224 0.019551801951646228 0.0076625813607871214 0.0050080820475533585 -0.011925341332645251 0.01172677726092642 0.010179751821234737 0.003548533338690998 -0.0015382726268689034 -0.0094711188605702441 0.0035003442039179379 -0.0055796126944110767 -0.0038651161811091542
leaf_weight=68 96 65 71 58 93 52 80 101 53 155 858 61 81 65 91 322 56 456 52 53
leaf_count=68 96 65 71 58 93 52 80 101 53 155 858 61 81 65 91 322 56 456 52 53
internal_value=0 0.00380946 0.00536897 0.00578169 0.00625602 0.00570216 0.00146932 -0.000847367 0.00657029 0.0107007 0.00564057 0.00176068 0.00132559 0.00222653 -0.00297259 0.00136856 0.000679685 0.00141264 -0.000497721 0.000807422
internal_weight=0 2891 1641 1570 1460 1367 233 181 1134 208 926 1250 1185 980 205 899 834 778 110 144
internal_count=2987 2891 1641 1570 1460 1367 233 181 1134 208 926 1250 1185 980 205 899 834 778 110 144
is_linear=0
shrinkage=0.16829


Tree=6548
num_leaves=27
num_cat=0
split_feature=1 3 3 1 12 150 1 12 1 12 12 12 1211 159 12 1 3 41 3 1 13 51 3 1 3 1
split_gain=7.9768 2.48472 0.853424 0.714463 0.347313 0.346067 0.546349 0.279719 0.276424 0.378514 0.269117 0.247086 0.232896 0.19716 0.19099 0.180798 0.287137 0.173394 0.279763 0.155549 0.113972 0.110206 0.194111 0.0926821 0.0277615 0.0250589
threshold=0.10123500000000001 -0.053364999999999996 0.093925000000000022 0.12072500000000001 0.11619500000000001 0.085845000000000019 0.12019000000000001 -1.0000000180025095e-35 0.089245000000000005 0.091625000000000012 0.086885000000000004 0.091495000000000007 0.077725000000000016 -0.034019999999999988 0.098785000000000012 0.15028500000000003 0.085880000000000012 0.075585000000000013 -0.11749 0.092485000000000026 -0.0072149999999999992 -0.088764999999999983 -0.070619999999999988 0.090740000000000015 -0.077564999999999981 0.087225000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 11 8 6 7 -3 9 12 -10 -2 17 -11 -13 16 -8 18 -1 23 -7 -15 -23 -12 -21 -4
right_child=1 5 25 -5 -6 20 15 -9 10 13 19 14 -14 21 -16 -17 -18 -19 -20 24 -22 22 -24 -25 -26 -27
leaf_value=0.00084190447854325557 0.00076136739477163388 0.00053671949293759976 0.00076346672477594192 0.00057030212799941257 0.00078769405524079341 0.00019481528208603949 0.00030320042951462569 0.00082775229038573853 0.0007753235233244625 0.0011154974119896876 0.00098651588258909305 0.0011349278114833423 0.0009064494612277496 0.00079681357997730593 0.00089130531493876127 0.00023401389062410044 0.00058863976091914395 0.0012250654196107043 0.00108237417421993 0.001122244260678642 0.00040827956597344389 0.00098814165927417008 0.0007702758359996102 0.00079178137754682613 0.0010167004518581153 0.00065355542959563294
leaf_weight=57 53 85 55 71 73 58 72 64 88 75 62 82 92 62 65 54 84 88 1020 64 53 279 55 52 72 52
leaf_count=57 53 85 55 71 73 58 72 64 88 75 62 82 92 62 65 54 84 88 1020 64 53 279 55 52 72 52
internal_value=0 0.000604107 0.000999077 0.000855899 0.0010135 0.00045885 0.000508778 0.000661963 0.00102146 0.00103853 0.000934119 0.000957109 0.00106867 0.000958019 0.00102744 0.000399921 0.000457124 0.00108145 0.00106968 0.000989874 0.000297057 0.000928105 0.000952371 0.000897999 0.00106663 0.000710381
internal_weight=0 741 2246 271 2139 470 359 149 2066 1728 338 200 1257 471 147 210 156 1165 1077 250 111 396 334 114 136 107
internal_count=2987 741 2246 271 2139 470 359 149 2066 1728 338 200 1257 471 147 210 156 1165 1077 250 111 396 334 114 136 107
is_linear=0
shrinkage=0.0032998


Tree=6549
num_leaves=10
num_cat=0
split_feature=33 10 402 159 160 51 51 15 1211
split_gain=0.188111 0.271845 0.132782 0.135962 0.147423 0.156688 0.220794 0.22029 0.154279
threshold=0.084300000000000014 -0.088499999999999981 0.11844500000000001 0.13189000000000003 0.26411500000000004 -0.42323999999999995 -0.078689999999999982 -0.0073449999999999991 0.077725000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7 -8
right_child=-2 2 -4 -5 -6 6 8 -9 -10
leaf_value=-0.0068737613490001603 0.01382536330223035 0.013577178110215403 -0.0018587545205963898 -0.0030196768150599152 -0.00235282051546961 0.0037399258327540097 0.0056348866818704303 -0.0045993454545242502 0.00012798803278078497
leaf_weight=65 55 56 101 69 85 267 1998 135 156
leaf_count=65 55 56 101 69 85 267 1998 135 156
internal_value=0 0.00387789 0.00412227 0.00434132 0.00453031 0.00475499 0.004561 0.000934955 0.00523689
internal_weight=0 2932 2867 2766 2697 2612 2556 402 2154
internal_count=2987 2932 2867 2766 2697 2612 2556 402 2154
is_linear=0
shrinkage=0.16829


Tree=6550
num_leaves=17
num_cat=0
split_feature=48 1 124 0 1 130 474 156 42 475 156 14 133 0 43 4
split_gain=0.298744 0.216103 0.199365 0.136003 0.117359 0.111855 0.143528 0.131974 0.221162 0.266407 0.181737 0.177217 0.171978 0.140806 0.106798 0.0306372
threshold=0.13991500000000004 0.12122500000000001 -0.014429999999999998 -0.038724999999999989 0.13842500000000005 -0.015164999999999998 -0.10387999999999999 0.088735000000000022 0.088875000000000023 -0.067819999999999978 0.07881500000000001 0.077685000000000018 0.085475000000000009 -0.23043999999999995 -0.0094449999999999968 -0.037689999999999994
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 14 -7 10 9 -9 11 13 -12 -8 -1 -11
right_child=-2 2 3 -5 -6 6 7 8 -10 15 12 -13 -14 -15 -16 -17
leaf_value=0.011930992721935834 -0.0087844824741667299 0.0070341760148373653 -0.0049364921536055257 -0.010144860013434431 0.0044017713922559374 0.012055425797474817 0.011714553928299652 -0.011754236808187038 0.0085266717992595453 0.0045338146222942098 0.017373082357875755 -0.0061314039317507257 0.0038893620846462214 0.003551166891359822 0.0034262310380059674 -0.0010902065425988684
leaf_weight=95 57 68 85 61 69 57 62 66 60 56 54 52 54 1905 76 53
leaf_count=95 57 68 85 61 69 57 62 66 60 56 54 52 54 1905 76 53
internal_value=0 0.00351066 -0.000899631 -0.00341728 -0.000740799 0.00399325 0.00369785 0.0034954 -0.000282 -0.00331238 0.00391359 0.00355247 0.0106479 0.00380939 0.00816161 0.00178272
internal_weight=0 2873 283 215 154 2590 2419 2362 235 175 2127 2019 108 1967 171 109
internal_count=2930 2873 283 215 154 2590 2419 2362 235 175 2127 2019 108 1967 171 109
is_linear=0
shrinkage=0.16829


Tree=6551
num_leaves=13
num_cat=0
split_feature=3 48 13 132 13 13 156 1429 149 10 3 4
split_gain=0.212165 0.208709 0.144134 0.139017 0.144048 0.219848 0.143995 0.173563 0.125458 0.119454 0.116765 0.0944493
threshold=0.3148450000000001 0.13897500000000002 0.27139000000000008 -0.41103999999999991 0.10877500000000001 0.16218500000000005 0.090560000000000015 0.026145000000000005 1.0000000180025095e-35 -0.014199999999999999 -0.082004999999999981 -0.047714999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 8 10 9 -5 -8 -7
right_child=-2 -3 -4 4 5 11 7 -9 -10 -11 -12 -13
leaf_value=0.011400691650579374 -0.0050115110071605679 -0.0073659692920095476 0.011728740419339181 -0.003312285784693851 -0.011020462428653051 0.007206315801828303 -0.0035827223503427674 -0.0089445142512397588 0.010999120816641205 0.0035991049063205547 0.005036908757363341 -0.0023967988877842497
leaf_weight=55 97 54 55 73 52 55 72 56 63 2121 116 61
leaf_count=55 97 54 55 73 52 55 72 56 63 2121 116 61
internal_value=0 0.00298621 0.00318801 0.00301491 0.00284143 -0.00192215 0.00316213 -0.00071544 0.00358212 0.00336833 0.00172622 0.00214091
internal_weight=0 2833 2779 2724 2669 168 2501 244 2257 2194 188 116
internal_count=2930 2833 2779 2724 2669 168 2501 244 2257 2194 188 116
is_linear=0
shrinkage=0.16829


Tree=6552
num_leaves=26
num_cat=0
split_feature=1 12 1 51 4 3 3 4 4 3 4 2 12 2 3 13 1 403 13 12 12 52 50 1 4
split_gain=29.4565 7.10281 2.89117 1.70539 1.65113 0.937227 0.830561 0.834434 0.81109 0.7198 1.04556 0.598389 0.604258 0.588453 0.821477 0.315163 0.293725 0.33895 0.28089 0.213498 0.275056 0.197594 0.136384 0.113836 0.0999827
threshold=0.12122500000000001 0.056995000000000011 0.092845000000000025 -0.06533499999999999 0.053330000000000009 0.28833000000000003 -1.0000000180025095e-35 0.31392000000000003 0.41939500000000002 -0.14186499999999996 -0.10701499999999999 0.10796500000000002 0.092735000000000026 0.092935000000000004 0.085090000000000013 -0.0079349999999999993 0.08776500000000001 -0.53317999999999988 0.085955000000000018 0.091065000000000021 0.093455000000000024 -0.51745999999999992 0.091050000000000006 0.10351500000000001 -0.0014249999999999998
decision_type=2 2 2 2 2 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 -2 9 8 15 23 -5 18 -11 12 -6 14 -1 -4 17 -12 -3 22 -21 -19 -18 -8 -15
right_child=3 4 6 5 11 -7 7 -9 -10 10 16 -13 -14 24 -16 -17 19 21 -20 20 -22 -23 -24 -25 -26
leaf_value=0.0018809726050304104 0.00094958821767160623 0.0020565723773561251 0.00095577181299072076 0.00072296988523666626 0.0017073178468570011 6.3536955371833846e-05 0.0014564546995693255 0.00083807397363997067 0.00026980215396747134 0.0012236397562302105 0.0014591242974107642 0.0012169054830623201 0.0013302140199192016 0.001408992914787229 0.0013757437139482601 0.00063526463905719591 0.0013962318014557301 0.0015622912298420253 0.0017674971957743479 0.0018378764214578914 0.0015804372991458984 0.0017340188015144303 0.0016231585949485774 0.0012309893564945917 0.0011959143174677283
leaf_weight=72 72 74 82 90 101 75 53 54 83 56 58 103 88 52 70 58 76 83 79 69 147 1079 52 52 52
leaf_count=72 72 74 82 90 101 75 53 54 83 56 58 103 88 52 70 58 76 83 79 69 147 1079 52 52 52
internal_value=0 0.00156312 0.00122779 0.000502194 0.00165161 0.000372164 0.00100943 0.00117314 0.000505758 0.00168958 0.00166897 0.00142092 0.00153192 0.00149306 0.00163216 0.000823242 0.00168489 0.00170932 0.00190754 0.00159814 0.00166284 0.00172178 0.0014887 0.00134513 0.00130279
internal_weight=0 2610 545 320 2065 248 299 159 173 1773 1620 292 189 246 142 140 1564 1220 153 344 216 1162 128 105 104
internal_count=2930 2610 545 320 2065 248 299 159 173 1773 1620 292 189 246 142 140 1564 1220 153 344 216 1162 128 105 104
is_linear=0
shrinkage=0.0032998


Tree=6553
num_leaves=25
num_cat=0
split_feature=4 3 2 2 4 3 376 3 15 51 4 4 11 3 12 2 12 4 157 15 13 156 400 12
split_gain=14.9984 6.22152 2.73146 1.29659 1.06492 0.976788 0.761501 0.751394 0.473723 0.465175 0.577254 0.756944 0.459475 0.735764 0.533253 0.362878 0.272341 0.190126 0.15564 0.186744 0.149807 0.140082 0.0905243 0.0197131
threshold=0.31392000000000003 -0.064349999999999991 0.13501500000000002 0.14870000000000003 0.08920500000000002 0.17351000000000003 0.076485000000000011 -0.080854999999999996 -0.46483499999999994 -0.093789999999999984 -9.4999999999999992e-05 -0.048309999999999992 1.0000000180025095e-35 -0.13117499999999996 0.087135000000000004 0.085865000000000011 0.092825000000000005 0.0049450000000000006 -0.0074399999999999996 -0.080724999999999977 -0.064654999999999976 1.0000000180025095e-35 1.0000000180025095e-35 0.093065000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 7 12 6 9 -2 -9 -3 11 -11 13 -1 -14 -12 -6 18 19 -15 23 -16 -20 -19
right_child=3 2 -4 -5 16 -7 -8 8 -10 10 15 -13 14 17 21 -17 -18 20 22 -21 -22 -23 -24 -25
leaf_value=0.0009243518217791944 0.00078514254427701567 0.0013180246969608229 0.00040147926364444183 7.4500061399252803e-06 0.001121009678208824 0.00056692785722315005 0.00075603084901517618 0.00059999398466670912 0.00024769662585699399 0.0011298418973892466 0.0013771030413643568 0.00064088450586646166 0.0017332034230430752 0.0013608001582154413 0.0011978468283892474 0.001054251817397524 0.00080780291647011685 0.0012044207555165448 0.0013091497622911444 0.0011615316921891659 0.0010427852384034702 0.001447347325621991 0.0014563660168363346 0.001307770142973871
leaf_weight=64 83 84 103 66 65 54 87 74 96 68 60 71 53 77 52 109 59 61 1154 174 59 52 52 53
leaf_count=64 83 84 103 66 65 54 87 74 96 68 60 71 53 77 52 109 59 61 1154 174 59 52 52 53
internal_value=0 0.00117802 0.000893984 0.000419883 0.00126947 0.000989092 0.00103661 0.000527335 0.000401257 0.00109879 0.00103889 0.00088034 0.00128936 0.00127337 0.00146166 0.00116908 0.000972268 0.00128705 0.00129958 0.0012228 0.00118137 0.00132294 0.00131553 0.00125278
internal_weight=0 2611 636 319 1975 533 479 253 170 392 308 139 1851 1694 157 169 124 1630 1457 251 173 104 1206 114
internal_count=2930 2611 636 319 1975 533 479 253 170 392 308 139 1851 1694 157 169 124 1630 1457 251 173 104 1206 114
is_linear=0
shrinkage=0.0032998


Tree=6554
num_leaves=25
num_cat=0
split_feature=1 1 4 4 3 3 3 11 3 16 4 1 3 0 16 16 4 4 15 1 16 159 1456 15
split_gain=11.1799 1.71517 1.16831 0.951811 0.97067 0.851945 0.529475 0.481792 0.544967 0.525319 0.428028 0.385769 0.373242 0.399373 0.268792 0.252279 0.251558 0.222961 0.211018 0.187442 0.107261 0.153229 0.0959496 0.0597688
threshold=0.10921500000000002 0.13601500000000002 0.31392000000000003 0.41377500000000006 -0.063889999999999988 -0.07249499999999999 0.3148450000000001 1.0000000180025095e-35 -0.13117499999999996 0.25032500000000008 -0.42305999999999994 0.095920000000000019 0.088880000000000015 -0.061204999999999989 -0.013049999999999997 -0.33811499999999994 -0.014854999999999998 0.08920500000000002 -0.075094999999999981 0.121715 0.0054050000000000009 0.0089800000000000019 -0.016459999999999999 -0.061499999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 23 7 15 8 -1 -9 -7 12 13 14 -12 -3 -13 20 -6 -5 21 -10 -22 -2
right_child=1 6 -4 19 18 10 -8 9 17 -11 11 16 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 -25
leaf_value=0.00072136322883181009 0.0010451201822572467 0.00018670169264745708 0.00052488137762177829 0.00048060677885062615 0.00039871367684961539 0.001131435522083861 -1.2185652412856431e-05 0.0014066798479877363 0.0010469870066179218 0.0010048455812796953 0.00093610492694752394 0.00085659069314500977 0.00068099657341790507 0.00069724213550367029 0.001163371852625626 0.0005015245018220127 0.00054306651438078778 0.00087059753133293379 0.00067348649942598499 0.00022254210669766131 0.00086584139197898443 0.0011731503901945923 0.0010193679888294695 0.00087966152357197452
leaf_weight=63 52 54 57 73 65 73 72 79 1070 66 183 53 66 55 85 58 61 86 59 54 61 122 210 53
leaf_count=63 52 54 57 73 65 73 72 79 1070 66 183 53 66 55 85 58 61 86 59 54 61 122 210 53
internal_value=0 0.000467086 0.000992931 0.000600837 0.000728062 0.00100435 0.000208114 0.00104058 0.00102406 0.00122402 0.000893786 0.000859225 0.000908981 0.000955457 0.00100832 0.000350049 0.000689137 0.00103634 0.000529736 0.000371156 0.00104606 0.00105993 0.00098494 0.000961939
internal_weight=0 540 2390 356 229 2333 184 1757 1612 145 576 503 389 323 268 112 114 1549 124 127 1463 1192 271 105
internal_count=2930 540 2390 356 229 2333 184 1757 1612 145 576 503 389 323 268 112 114 1549 124 127 1463 1192 271 105
is_linear=0
shrinkage=0.0032998


Tree=6555
num_leaves=17
num_cat=0
split_feature=12 0 0 0 150 14 52 160 2 0 402 10 150 484 484 484
split_gain=0.286191 0.254185 0.212173 0.175222 0.175218 0.202876 0.194412 0.27346 0.200012 0.172105 0.167476 0.139179 0.130118 0.126028 0.15239 0.141567
threshold=-0.087384999999999977 0.15312500000000004 -0.10071499999999999 -0.091694999999999985 0.11680000000000001 0.020750000000000005 0.076585000000000014 -0.013514999999999998 0.090215000000000004 -0.14534499999999997 0.12527000000000002 -0.086389999999999981 -0.081029999999999977 -0.076799999999999993 -0.087884999999999991 0.11912000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 9 5 6 7 -2 -9 -1 11 -4 -13 14 -14 -15
right_child=1 -3 10 -5 -6 -7 -8 8 -10 -11 -12 12 13 15 -16 -17
leaf_value=-0.0039290775972412838 -0.0071436952439417872 0.016538310153125641 -0.0031176817168470806 -0.0065256022023830323 -0.0072707898938501481 0.01078199825385915 -0.0068878075618109399 0.01474297226777798 0.0029561254418390163 0.0082654516467566275 0.013236553209937671 0.013847180659894121 0.0057159266909660297 0.0045163312233748318 0.013989842066938986 0.01173580669324192
leaf_weight=58 58 55 53 95 54 76 68 54 169 75 80 53 174 1673 100 81
leaf_count=58 58 55 53 95 54 76 68 54 169 75 80 53 174 1673 100 81
internal_value=0 0.00519868 0.00496642 -0.000999605 0.00174951 0.00289984 0.00117823 0.00313655 0.0058184 0.00293403 0.00566159 0.00537677 0.00559398 0.0053774 0.00874216 0.00485075
internal_weight=0 2748 2693 228 479 425 349 281 223 133 2214 2134 2081 2028 274 1754
internal_count=2976 2748 2693 228 479 425 349 281 223 133 2214 2134 2081 2028 274 1754
is_linear=0
shrinkage=0.16829


Tree=6556
num_leaves=30
num_cat=0
split_feature=1 1 16 3 10 52 4 1 0 13 13 4 151 3 2 52 133 1 0 1 0 42 52 52 13 16 16 150 13
split_gain=18.6681 3.56312 2.11134 1.77816 1.68993 0.713069 0.684194 0.643124 0.595369 0.594336 0.527105 0.412349 0.377002 0.327861 0.382886 0.311081 0.327653 0.304876 0.291295 0.356479 0.340434 0.32244 0.200508 0.19453 0.192624 0.167216 0.147247 0.12391 0.0823243
threshold=0.10404000000000001 0.13300500000000001 0.12992000000000004 -0.066229999999999997 -0.063134999999999983 0.12484500000000003 0.032770000000000001 0.092845000000000025 -0.097224999999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 0.056815000000000011 -0.030624999999999996 0.093925000000000022 0.08784500000000002 1.0000000180025095e-35 0.031880000000000012 0.11649500000000002 -0.076589999999999978 0.087960000000000024 0.035525000000000008 0.090175000000000019 0.048535000000000002 -0.069499999999999992 0.06211500000000001 0.064455000000000012 -0.0098949999999999975 0.10294000000000002 -0.011809999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 6 -3 11 8 13 -1 -6 -9 26 -13 14 -5 16 -8 -14 24 20 28 -21 23 -16 25 27 -2 -10 -20
right_child=1 4 -4 7 9 -7 15 10 18 -11 -12 12 17 -15 22 -17 -18 -19 19 21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0016648143598661297 0.00063380441477802049 -0.00016290065253866701 0.0012884184940306382 0.0014993501391642964 0.0003435139682871449 0.0010504077236503898 0.00092171525696008486 0.00071382610517550717 0.0014500997179647242 0.00075272197517909267 0.001157514248725547 0.00055992313881577033 0.0010597242355231008 0.0010305358009724882 0.0012643601476473398 0.001348982741520652 0.0012598912941615844 0.00071957275470218467 0.0013626474784042412 0.0016098626817820471 0.00099525672735727784 0.0012764106515105341 0.001347814819383505 0.001000878088610392 0.0012640923603181055 0.0012868157098381231 0.00038824188816910862 0.0012920968063175886 0.0012117206090733624
leaf_weight=92 57 52 103 66 89 70 60 58 926 69 60 59 57 76 60 102 68 60 101 66 54 64 72 67 89 89 52 62 76
leaf_count=92 57 52 103 66 89 70 60 58 926 69 60 59 57 76 60 102 68 60 101 66 54 64 72 67 89 89 52 62 76
internal_value=0 0.00070876 0.000872001 0.00133528 0.00035257 0.000751082 0.00138101 0.00115099 0.00140508 0.000522442 0.000939729 0.00067744 0.000776617 0.00122399 0.00127934 0.00121149 0.00110165 0.000885589 0.0013894 0.00130622 0.00122741 0.00144597 0.0012062 0.00112564 0.00141513 0.00142758 0.000516979 0.00144022 0.00129804
internal_weight=0 668 458 2308 210 355 1849 459 1619 158 118 285 176 341 265 230 128 117 1527 361 231 130 199 127 1166 1077 109 988 177
internal_count=2976 668 458 2308 210 355 1849 459 1619 158 118 285 176 341 265 230 128 117 1527 361 231 130 199 127 1166 1077 109 988 177
is_linear=0
shrinkage=0.0032998


Tree=6557
num_leaves=23
num_cat=0
split_feature=4 123 13 4 13 157 14 0 14 43 150 133 4 4 52 402 0 151 157 0 133 52
split_gain=19.1854 3.12876 1.93638 1.03229 1.40832 1.18509 0.830875 0.79617 0.589547 0.628025 0.55542 0.542909 0.501253 0.42263 0.361377 0.239887 0.235876 0.203264 0.136644 0.125419 0.121565 0.125517
threshold=0.31392000000000003 1.0000000180025095e-35 -0.27740999999999993 -0.078249999999999986 -0.062109999999999992 -0.064429999999999987 -0.45687499999999998 -0.105195 0.077140000000000014 -0.11113499999999998 0.086645000000000014 0.066685000000000008 -0.37626499999999991 -0.088484999999999994 0.15638000000000005 -0.047309999999999998 -0.076734999999999984 -1.0000000180025095e-35 -0.025309999999999996 -0.016414999999999996 0.10165500000000001 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 -1 8 15 -6 -2 17 9 11 14 -4 18 -14 -7 -5 -3 -8 -11 -9 21 -17
right_child=6 16 3 4 5 10 7 19 -10 12 -12 -13 13 -15 -16 20 -18 -19 -20 -21 -22 -23
leaf_value=0.00072744073767559746 0.00071453960526801955 0.00091561238454598436 0.00089468054487388887 0.001118842785258062 0.00073814769794440711 0.0012306485466942612 0.00034248793372597392 0.00020051635778273045 0.0017006448535125467 0.0016808807697515089 0.00083219486291071464 0.0013231901382774027 0.0010717135026488886 0.0013663046385822279 0.0009879590318827851 0.0012993818574195809 0.00065351871542155464 0.0006191632867520861 0.0014717887788702891 -2.2071162366460482e-06 0.0014833117626911153 0.0014548878213424704
leaf_weight=73 63 70 59 70 84 433 55 85 54 56 52 73 61 479 81 704 84 63 105 54 52 66
leaf_count=73 63 70 59 70 84 433 55 85 54 56 52 73 61 479 81 704 84 63 105 54 52 66
internal_value=0 0.00122998 0.0012581 0.00127403 0.00122222 0.00110505 0.000374548 0.000291066 0.00136407 0.00134221 0.00115943 0.00113193 0.00138175 0.00133309 0.00119247 0.00130756 0.000772881 0.000490503 0.00154474 0.000121507 0.00132359 0.00131276
internal_weight=0 2656 2502 2429 1542 650 320 257 887 833 566 132 701 540 514 892 154 118 161 139 822 770
internal_count=2976 2656 2502 2429 1542 650 320 257 887 833 566 132 701 540 514 892 154 118 161 139 822 770
is_linear=0
shrinkage=0.0032998


Tree=6558
num_leaves=29
num_cat=0
split_feature=1 15 4 48 15 0 1 13 157 0 1 4 1 13 160 1 484 0 0 13 0 130 0 1456 0 4 52 4
split_gain=0.281567 0.313248 0.220836 0.254825 0.175567 0.288115 0.60346 0.150494 0.143342 0.623221 0.137613 0.155382 0.154963 0.143325 0.139936 0.16243 0.123757 0.121681 0.11985 0.334546 0.104418 0.0741455 0.0946681 0.0716785 0.150033 0.0608572 0.0476788 0.0390436
threshold=0.14195000000000002 -0.38214499999999996 -0.047714999999999987 0.078735000000000013 0.084985000000000019 -0.047019999999999999 0.077375000000000013 0.0066400000000000009 -0.078254999999999977 -0.09194999999999999 0.098395000000000024 0.24099500000000004 0.089370000000000019 -0.15747499999999998 -0.071204999999999991 0.10638500000000002 0.062285000000000007 -0.12259499999999998 -0.084044999999999995 -0.084354999999999986 -0.085044999999999996 0.087755000000000014 -0.082304999999999975 -0.076309999999999989 -0.097774999999999987 -0.0083149999999999977 -0.025999999999999995 -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
left_child=2 -2 3 4 5 6 20 -7 9 -4 11 12 23 -12 -15 -16 18 -17 19 27 -1 22 -20 -10 -25 26 -11 -6
right_child=1 -3 8 -5 16 7 -8 -9 10 25 13 -13 -14 14 15 17 -18 -19 21 -21 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=0.0091275600053578754 0.0066333859282545022 -0.011168783397886392 -0.015214613793944357 0.016995391735411314 0.0033985145099509626 0.0043183183874315302 -0.014823666820080579 0.013827451932638637 0.0020111956200044297 0.0066980694023919905 0.010121563691874372 -0.00046411693951541147 0.013521800961340475 0.0079962340320400439 -0.0059703728677267375 0.0088091919039577377 0.001056125891767718 0.0003395204884772458 0.0024818393064258179 0.020333414861607797 0.00059818381784979664 0.0031566168331491084 0.0095971779904030965 0.012480253300377024 0.0057453014271595017 0.0096370978655726889 0 0.0097525384158720467
leaf_weight=90 54 58 53 78 58 96 57 94 90 58 71 78 102 86 85 65 59 186 62 89 75 84 394 119 453 65 63 54
leaf_count=90 54 58 53 78 58 96 57 94 90 58 71 78 102 86 85 65 59 186 62 89 75 84 394 119 453 65 63 54
internal_value=0 -0.00256955 0.0060208 0.00765535 0.00705277 0.00422167 9.63745e-05 0.00903229 0.00468004 0.000875412 0.00535982 0.00666912 0.00739973 0.00312001 0.00193777 0.000381746 0.00850854 0.00254002 0.0090995 0.012622 0.00526146 0.00778502 0.00863368 0.00645373 0.0071496 0.00546986 0.00321642 0.0064781
internal_weight=0 112 2864 1290 1212 412 222 190 1574 239 1335 842 764 493 422 336 800 251 741 201 165 540 456 662 572 186 121 112
internal_count=2976 112 2864 1290 1212 412 222 190 1574 239 1335 842 764 493 422 336 800 251 741 201 165 540 456 662 572 186 121 112
is_linear=0
shrinkage=0.16829


Tree=6559
num_leaves=27
num_cat=0
split_feature=1 1 12 12 1 10 0 12 12 12 12 3 2 481 1 0 159 1 42 48 49 42 42 481 3 2
split_gain=15.3749 2.04692 1.88096 1.694 1.10406 0.744329 0.629403 0.495505 0.428267 0.427393 0.398958 0.30779 0.383991 0.301673 0.276242 0.224707 0.216515 0.308109 0.192499 0.18664 0.13969 0.101367 0.102777 0.0908507 0.0550061 0.0266926
threshold=0.10749500000000002 0.13662500000000002 0.056995000000000011 0.089585000000000012 0.092845000000000025 -0.013164999999999998 -0.14164999999999997 -1.0000000180025095e-35 0.098785000000000012 -0.041014999999999989 0.097955000000000014 0.093925000000000022 0.093320000000000014 -0.074254999999999988 0.085490000000000024 -0.10071499999999999 0.081445000000000017 0.11690500000000002 0.11573500000000002 0.093225000000000016 -0.019034999999999996 -0.080354999999999982 -0.058159999999999996 -0.087424999999999989 -0.073309999999999986 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
left_child=2 3 4 16 11 -3 -4 -6 -5 -7 13 12 14 23 -1 -15 17 -2 21 20 -17 -12 -23 -8 -24 -25
right_child=1 5 6 8 7 9 10 -9 -10 -11 18 -13 -14 15 -16 19 -18 -19 -20 -21 -22 22 24 25 -26 -27
leaf_value=0.0014410797303720771 0.00074101297879844419 -7.7301760038287715e-05 0.0015029056515535294 0.0012173468882177194 0.00055527705015572676 0.00017698703864401781 0.0012463125122833018 0.00092434837316774244 0.00083572706267463369 0.00058386324791676622 0.0012244202962743143 0.00087599207453272323 0.00099079021872946842 0.001029210007697884 0.0011062659066525431 0.0013567328502295491 0.00039102416391172882 0.00047058735494594808 0.00090759651909944788 0.001053768771314312 0.001209236135395413 0.00096300138803053512 0.0010582292236720481 0.001470301781243258 0.0011889732249558535 0.0013484180345587986
leaf_weight=59 86 52 74 53 79 52 67 81 84 62 84 57 89 84 52 79 83 101 55 83 1136 59 73 52 87 53
leaf_count=59 86 52 74 53 79 52 67 81 84 62 84 57 89 84 52 79 83 101 55 83 1136 59 73 52 87 53
internal_value=0 0.000558449 0.00116011 0.000684454 0.000958217 0.000249296 0.00120248 0.00074234 0.000983618 0.00039858 0.00119084 0.00109248 0.001154 0.00121392 0.00128455 0.00119746 0.000532526 0.000595143 0.00109055 0.00120833 0.00121886 0.00112365 0.00108484 0.0013459 0.00112954 0.00140912
internal_weight=0 573 2403 407 417 166 1986 160 137 114 1912 257 200 1554 111 1382 270 187 358 1298 1215 303 219 172 160 105
internal_count=2976 573 2403 407 417 166 1986 160 137 114 1912 257 200 1554 111 1382 270 187 358 1298 1215 303 219 172 160 105
is_linear=0
shrinkage=0.0032998


Tree=6560
num_leaves=27
num_cat=0
split_feature=1 1 14 16 0 1 0 43 48 0 39 0 1 16 160 16 16 43 1 457 0 49 43 16 43 16
split_gain=18.8433 2.08112 1.7049 1.45223 1.23419 1.80902 0.821128 1.41553 0.565857 0.51491 0.463521 0.563275 0.347745 0.345087 0.301465 0.232314 0.218509 0.211771 0.188803 0.169139 0.156215 0.14994 0.104114 0.0904774 0.0763125 0.0251465
threshold=0.10331000000000003 0.13300500000000001 0.064610000000000015 0.12992000000000004 -0.10594499999999998 0.083670000000000008 0.040570000000000002 -0.013934999999999998 0.08956500000000002 -0.12851999999999997 0.084075000000000011 -0.064994999999999983 0.15099500000000002 0.064455000000000012 0.051580000000000008 -0.28430999999999995 -0.15105999999999997 0.22431000000000004 0.13991000000000003 -0.086214999999999986 -0.12368999999999998 0.10078000000000002 -0.08564999999999999 -0.088824999999999987 -0.064179999999999987 0.51783000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 5 20 13 -8 12 15 11 -11 18 16 -7 -2 -6 19 -3 -18 -1 22 -15 -19 -24 -5
right_child=1 8 -4 25 6 14 7 -9 -10 10 -12 -13 -14 21 -16 -17 17 23 -20 -21 -22 -23 24 -25 -26 -27
leaf_value=0.0017103309307232089 0.00091388122017340475 0.00072877646710839568 0.0019839063629634619 0.0013211916574127848 0.0013708998915094859 0.00081067814833721762 0.00090520407154987752 0.0015790984970089673 0.00035699515707721981 0.0013844305917848948 0.00087580292468359712 0.00093141115104327168 0.0005290777127141302 0.0013884366099476278 0.0011554982274763928 0.00065940814488575357 0.0014364398830890742 0.0015588826980057861 0.0010013098261700451 0.0016115442623502961 0.0014600145623650492 0.0013429755469560726 0.0016665663562281266 0.0013634982928504846 0.0014797559520907373 0.001439035023319153
leaf_weight=55 93 63 90 52 53 54 58 83 53 69 94 54 54 53 59 70 67 52 52 1314 61 94 55 63 53 55
leaf_count=55 93 63 90 52 53 54 58 83 53 69 94 54 54 53 59 70 67 52 52 1314 61 94 55 63 53 55
internal_value=0 0.000920973 0.00153758 0.0010418 0.00151908 0.00128902 0.00154615 0.00130214 0.000655755 0.000945889 0.0010517 0.00118583 0.000749241 0.0015652 0.000991029 0.000804814 0.00158397 0.0015915 0.000852315 0.00160307 0.001579 0.00145106 0.00151395 0.00145215 0.00157522 0.00138209
internal_weight=0 709 2264 487 2174 229 1945 141 222 380 217 123 169 1804 113 163 1549 1496 115 1381 116 255 161 115 108 107
internal_count=2973 709 2264 487 2174 229 1945 141 222 380 217 123 169 1804 113 163 1549 1496 115 1381 116 255 161 115 108 107
is_linear=0
shrinkage=0.0032998


Tree=6561
num_leaves=24
num_cat=0
split_feature=1 1 14 12 12 1 1 39 12 0 16 16 43 12 48 151 49 1 151 43 0 16 16
split_gain=9.54685 1.30642 1.26 1.40547 0.912313 0.537587 0.4747 0.467883 0.379751 0.402299 0.260946 0.382137 0.253703 0.24201 0.194943 0.165864 0.160055 0.153311 0.146205 0.143327 0.152411 0.117522 0.158295
threshold=0.10921500000000002 0.13300500000000001 0.073890000000000011 0.056995000000000011 0.088325000000000015 0.095085000000000017 0.15190500000000004 0.08955500000000001 0.11878500000000002 -0.099704999999999974 0.19384500000000002 0.31497000000000003 -0.070104999999999987 0.089035000000000017 0.014805 -0.082079999999999986 0.10794500000000001 0.11779500000000002 -0.013299999999999998 -0.077134999999999995 -0.079794999999999991 0.08215500000000002 0.0054050000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 12 18 7 -3 9 13 21 -12 -2 -5 -14 -7 -13 -6 -1 -20 -21 22 -11
right_child=1 6 -4 8 17 15 -8 -9 -10 10 11 16 14 -15 -16 -17 -18 -19 19 20 -22 -23 -24
leaf_value=0.00071910333619295348 0.00035520742061977129 0.00053813703716632498 0.0013529212140430545 0.00066757741246460753 0.00098545728248263962 0.0007775438343385143 5.7093024921364882e-05 0.00016973253714555508 0.00076319319566931832 0.0010442342583037339 0.00068692493391382312 0.0010889841829897239 0.00071879002074708273 0.00095663228198497737 0.00046735287766580926 0.00054571404676758925 0.00085675541497666507 0.00073988444666958295 0.00077356541201767967 0.00088345046721565509 0.0010984163856273741 0.0011871834840939692 0.00091343167320262085
leaf_weight=52 80 99 95 56 60 54 62 61 71 1330 59 92 67 76 70 95 53 55 57 92 63 60 114
leaf_count=52 80 99 95 56 60 54 62 61 71 1330 59 92 67 76 70 95 53 55 57 92 63 60 114
internal_value=0 0.000499146 0.000979513 0.000964234 0.000630278 0.000789275 0.000302881 0.000397903 0.00100203 0.00101122 0.00102488 0.000912714 0.000503966 0.00083427 0.000590576 0.000629969 0.00100434 0.000868316 0.000879053 0.00091812 0.000971051 0.00104007 0.00103393
internal_weight=0 554 2419 2324 332 413 222 160 1911 1840 1708 204 217 132 137 149 145 115 264 212 155 1504 1444
internal_count=2973 554 2419 2324 332 413 222 160 1911 1840 1708 204 217 132 137 149 145 115 264 212 155 1504 1444
is_linear=0
shrinkage=0.0032998


Tree=6562
num_leaves=18
num_cat=0
split_feature=4 52 150 49 14 0 52 52 13 4 51 13 52 52 42 0 43
split_gain=0.297256 0.29972 0.235992 0.254422 0.176961 0.275363 0.436624 0.234362 0.155621 0.188409 0.1193 0.143243 0.133151 0.187409 0.142634 0.097152 0.0885227
threshold=0.27258000000000004 0.056265000000000009 0.12364000000000001 -0.15532499999999996 0.073890000000000011 -0.13165999999999997 0.0049050000000000005 -0.068039999999999975 -0.10939499999999998 0.41464000000000006 0.088940000000000005 -0.0090849999999999976 0.10523 0.094885000000000011 0.087220000000000006 -0.07847999999999998 -0.073079999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 -1 5 6 7 -5 -2 -10 12 15 13 -7 -14 -12 -11
right_child=1 -3 -4 4 -6 10 -8 -9 9 16 11 -13 14 -15 -16 -17 -18
leaf_value=-0.0017023422476025287 -0.0063092205911593514 0.012374941785542883 -0.0028551314579973743 0.0016998088132488074 0.015621153161708224 0.0088456925757872552 -0.011169961667087532 0.015719931874195837 -0.0057148474637708172 0.00094581771883713007 0.012159341521256523 0 0.0075670917117725781 -0.00048518754556583436 0.015393124206558537 0.0038046542101734136 0.009325216195233221
leaf_weight=73 77 71 57 94 92 1599 52 53 56 63 85 95 107 63 177 75 84
leaf_count=73 77 71 57 94 92 1599 52 53 56 63 85 95 107 63 177 75 84
internal_value=0 0.00260879 0.00783177 0.00806996 0.00835695 0.00807774 0.00207086 0.00676691 0.000125952 0.00257573 0.00862002 0.00518086 0.00906976 0.00849091 0.0124509 0.00825431 0.00574627
internal_weight=0 351 2622 2565 2492 2400 199 147 280 203 2201 255 1946 1662 284 160 147
internal_count=2973 351 2622 2565 2492 2400 199 147 280 203 2201 255 1946 1662 284 160 147
is_linear=0
shrinkage=0.16829


Tree=6563
num_leaves=22
num_cat=0
split_feature=48 1 12 51 160 1375 14 2 13 1 42 159 160 159 47 2 12 1455 10 159 48
split_gain=0.246852 0.283034 0.201723 0.289982 0.191432 0.16126 0.214304 0.207135 0.215162 0.340377 0.19102 0.164335 0.171288 0.160396 0.132113 0.148174 0.125174 0.122581 0.116741 0.112942 0.0820492
threshold=0.087645000000000015 0.13418500000000003 0.095775000000000013 0.099470000000000017 -0.070644999999999986 -0.081864999999999979 0.073890000000000011 0.097005000000000022 -0.089024999999999979 0.11378500000000001 -0.028919999999999998 -0.064994999999999983 -0.040669999999999991 -0.45963999999999994 0.10436500000000001 0.097845000000000015 0.089035000000000017 0.084775000000000017 0.057650000000000007 0.10557000000000001 0.091690000000000008
decision_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 -1 7 13 9 -9 16 -12 -13 -7 15 20 -10 18 19 -15 -6
right_child=1 -3 -4 -5 14 6 -8 8 10 -11 11 12 -14 17 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.0012095200310361315 0.013660075202685451 -0.0092154981205499475 0.011669835135438756 -0.0084445190263989431 -0.0038020491841908185 0.015341841598688462 0.014979866256342454 -0.01089122836135604 -0.0055536265696964904 0.0069678048360833798 -0.00082850409743009468 0.017345139555924701 0.0071908885840929349 0.0074345816754714114 -0.004677112799475555 0.010524302378561036 0.004199802494965754 -0.00024780304656358383 -0.00011181394690046031 0.013490081549792504 0.0054767199404021933
leaf_weight=71 52 52 78 60 56 73 90 63 59 58 57 57 280 1378 57 72 101 59 54 94 52
leaf_count=71 52 52 78 60 56 73 90 63 59 58 57 57 280 1378 57 72 101 59 54 94 52
internal_value=0 0.00249672 0.00392723 0.00219165 0.00440607 0.00667431 0.00690607 0.00659383 0.00410281 -0.00231585 0.00550797 0.00749974 0.0089137 0.00760689 0.00236807 0.00460902 0.000591997 0.00724951 0.00754055 0.0078225 0.000648871
internal_weight=0 479 427 349 289 2494 2423 2333 675 121 554 394 337 1658 237 180 160 1585 1526 1472 108
internal_count=2973 479 427 349 289 2494 2423 2333 675 121 554 394 337 1658 237 180 160 1585 1526 1472 108
is_linear=0
shrinkage=0.16829


Tree=6564
num_leaves=24
num_cat=0
split_feature=2 12 30 2 2 2 14 11 47 16 16 49 2 16 12 16 2 2 42 49 16 49 47
split_gain=12.0578 5.87064 1.70137 1.47383 1.43097 2.03008 0.732228 0.634558 0.573726 0.578038 0.558314 0.440768 0.379874 0.286999 0.242487 0.224894 0.223632 0.202838 0.115678 0.0861159 0.0897938 0.0770447 0.0693052
threshold=0.13270000000000001 0.056995000000000011 0.085915000000000019 0.16730000000000003 -0.087809999999999985 0.10406500000000002 0.073890000000000011 0.085630000000000026 0.077735000000000012 0.0063750000000000013 0.19384500000000002 0.088930000000000009 0.10060500000000001 0.26900000000000007 -1.0000000180025095e-35 0.073820000000000011 0.090020000000000017 0.093320000000000014 0.079890000000000017 -0.052284999999999991 -0.096149999999999985 0.108615 0.08593000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 14 -1 8 7 10 9 17 12 19 15 -12 -2 16 -3 -6 -14 -7 -21 22 -15
right_child=3 6 -4 -5 5 11 -8 -9 -10 -11 13 -13 18 21 -16 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.00048967883669168101 0.0004840907245948197 0.0013589063262971833 0.00047520022372606123 8.0886120010467165e-05 0.0011303654620990517 0.00085866359562816893 0.0016427123124838499 0.0010384180255146238 0.0015045272212787851 0.0014051312780466877 0.0009382330578919509 0.001091647178147754 0.0010764863248578877 0.0013632108609851906 0.00073787965055046505 0.0015469015776041651 0.001258820230922603 0.00087418757701657982 0.0012600329672936049 0.00078683690292702944 0.00060334695929127461 0.0011154187062845397 0.0011847034441995622
leaf_weight=53 72 1144 74 77 105 52 69 101 69 72 54 52 75 53 99 60 324 52 85 60 62 56 53
leaf_count=53 72 1144 74 77 105 52 69 101 69 72 54 52 75 53 99 60 324 52 85 60 62 56 53
internal_value=0 0.00122073 0.000947153 0.000460497 0.00100762 0.00105994 0.00130658 0.00129499 0.00123904 0.00115889 0.00130859 0.000823626 0.00132893 0.00114941 0.000631227 0.00134511 0.00133684 0.00104574 0.00117422 0.000743326 0.000693877 0.00121959 0.00127429
internal_weight=0 2725 651 248 577 524 2074 2005 298 229 1904 226 1688 216 171 1528 1468 157 160 174 122 162 106
internal_count=2973 2725 651 248 577 524 2074 2005 298 229 1904 226 1688 216 171 1528 1468 157 160 174 122 162 106
is_linear=0
shrinkage=0.0032998


Tree=6565
num_leaves=23
num_cat=0
split_feature=1 15 1446 4 0 40 484 376 158 4 0 4 150 15 1429 484 131 133 3 133 15 15
split_gain=0.436957 0.196513 0.188339 0.164713 0.251404 0.152764 0.149613 0.127002 0.125803 0.16893 0.133323 0.245797 0.162309 0.154585 0.11977 0.121852 0.109558 0.102964 0.0635144 0.0561104 0.0485537 0.010562
threshold=0.11359000000000001 0.021950000000000001 0.10392000000000001 0.51292000000000015 -0.076384999999999995 -0.0087249999999999984 -0.097314999999999985 0.084545000000000009 0.019155000000000002 0.05309500000000001 -0.10071499999999999 0.00093000000000000016 0.090145000000000017 -0.0070899999999999991 0.083985000000000018 0.085505000000000012 0.089325000000000015 -0.15323999999999996 -0.087169999999999984 1.0000000180025095e-35 -0.07990499999999999 -0.26361999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 5 -5 -2 19 8 10 18 11 13 -13 -8 17 -16 20 -12 -10 -1 21 -7
right_child=1 -3 -4 4 -6 16 7 -9 9 -11 14 12 -14 -15 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.014607185690456858 -0.0023167870727524519 -0.008585303716195444 -0.0032104115239063517 0.0036484650193448517 -0.011544286105922908 0.0035518238567024858 0.001765476968323354 0.014386549056249339 0.0016733983939012027 0.016039688020673865 0.0015250959939065033 0.010032325733062623 -0.0005580601323962451 -0.0098104884009383355 0.0060519389069225334 0.015764896829105268 0.012153802657067149 0.0062661484299544072 0.0089839891189715006 0.0080797143120589551 0.0081067538815388415 0.00012252619744962981
leaf_weight=86 75 55 56 70 55 52 80 54 52 81 144 123 61 55 75 73 67 1411 99 69 54 52
leaf_count=86 75 55 56 70 55 52 80 54 52 81 144 123 61 55 75 73 67 1411 99 69 54 52
internal_value=0 0.00087383 0.00641854 0.00210218 -0.00302197 0.00424323 0.0066382 0.00629661 0.006102 0.00982431 0.00567402 0.00250721 0.00651162 -0.00293735 0.00626616 0.0108549 0.00643789 0.00582826 0.00647833 0.011713 0.00400268 0.00185445
internal_weight=0 480 2519 425 125 300 2463 2308 2254 232 2022 319 184 135 1703 148 225 1555 151 155 158 104
internal_count=2999 480 2519 425 125 300 2463 2308 2254 232 2022 319 184 135 1703 148 225 1555 151 155 158 104
is_linear=0
shrinkage=0.16829


Tree=6566
num_leaves=11
num_cat=0
split_feature=2 33 1373 124 47 13 4 51 131 47
split_gain=0.283507 0.235006 0.239669 0.122326 0.142296 0.148263 0.176298 0.156242 0.117643 0.0527822
threshold=0.25063000000000007 1.0000000180025095e-35 0.084905000000000022 -0.088189999999999977 0.10976000000000001 -0.47365999999999991 0.51292000000000015 -0.06533499999999999 0.092200000000000018 0.12794000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7 9 -6
right_child=-2 -3 -4 4 8 6 -8 -9 -10 -11
leaf_value=0.012301741439988304 -0.0070372153492796463 -0.0050073168587966756 -0.0055385489959433407 0.01433008497613149 -0.0066752193673194835 0.008367086213832968 -0.0025277976754752079 0.0048546822155882685 0.0064434714946578573 0.00073906843316832505
leaf_weight=69 58 67 59 52 54 439 80 2009 58 54
leaf_count=69 58 67 59 52 54 439 80 2009 58 54
internal_value=0 0.00483192 0.00506192 0.00528473 0.00510776 0.00541509 0.00523101 0.0054853 0.000320296 -0.00295144
internal_weight=0 2941 2874 2815 2746 2580 2528 2448 166 108
internal_count=2999 2941 2874 2815 2746 2580 2528 2448 166 108
is_linear=0
shrinkage=0.16829


Tree=6567
num_leaves=26
num_cat=0
split_feature=4 12 15 150 15 13 52 4 4 13 0 52 4 12 150 4 0 0 15 13 0 15 13 15 0
split_gain=11.6954 3.08688 1.72842 1.48507 1.38861 1.08287 0.863216 0.77265 0.562084 0.55035 1.18318 0.452109 0.531838 0.472413 0.379412 0.292785 0.276137 0.263245 0.25762 0.12401 0.174847 0.112393 0.103024 0.0867513 0.0552099
threshold=0.27998000000000006 0.056995000000000011 0.14508500000000005 0.091630000000000003 -0.43091499999999999 -1.0000000180025095e-35 -0.010394999999999998 0.42118000000000005 0.51292000000000015 0.05889500000000001 -0.105195 0.13759500000000005 -0.47860499999999995 0.095295000000000019 0.081245000000000026 -0.071344999999999992 -0.091694999999999985 -0.074249999999999997 -0.076194999999999999 -0.098524999999999988 -0.10071499999999999 -0.0080049999999999982 -0.081659999999999996 0.11635000000000001 -0.075434999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 5 8 6 14 -6 -2 10 -7 12 -3 19 -1 24 -10 21 -17 -14 -21 22 -13 -23 -15
right_child=4 2 -4 -5 7 9 -8 -9 16 -11 -12 17 13 15 -16 18 -18 -19 -20 20 -22 23 -24 -25 -26
leaf_value=0.00039864074823889886 0.00089912965125549997 0.0014073466881617089 0.00051752870418692943 0.0003981429304647527 0.00039745729496879644 0.00086345803583148708 0.00097420923396454172 -4.5903098010748867e-05 0.00064093063612525561 0.0007587082618103376 0.0013823555849309661 0.0012110957825540376 0.0012819593120979645 0.0012567858239362838 0.00076716876787672459 0.0011133554523068822 0.00031631843784263742 0.00079256750546083594 0.00090361497047438061 0.00097462906891416276 0.0011659286672949737 0.00087471566044181829 0.0010109294358990138 0.0010659989705619737 0.0011080022489998176
leaf_weight=73 54 83 52 74 96 92 93 77 62 55 101 69 99 53 53 101 54 53 185 57 1125 53 53 58 74
leaf_count=73 54 83 52 74 96 92 93 77 62 55 101 69 99 53 53 101 54 53 185 57 1125 53 53 58 74
internal_value=0 0.001056 0.00111294 0.000833311 0.000408349 0.000902191 0.000732569 0.00019992 0.000620249 0.00105184 0.00113519 0.00112793 0.00114767 0.00113493 0.000553936 0.00103711 0.000490122 0.00100517 0.000977807 0.00116644 0.00115673 0.00105338 0.00112443 0.000974983 0.00117037
internal_weight=0 2656 2115 541 343 467 219 173 170 248 193 2063 1777 1694 126 413 116 286 286 1281 1182 233 122 111 127
internal_count=2999 2656 2115 541 343 467 219 173 170 248 193 2063 1777 1694 126 413 116 286 286 1281 1182 233 122 111 127
is_linear=0
shrinkage=0.0032998


Tree=6568
num_leaves=13
num_cat=0
split_feature=39 43 124 43 1375 1447 1455 480 33 49 160 13
split_gain=0.22627 0.140632 0.212547 0.141915 0.12397 0.120686 0.145333 0.12567 0.117053 0.140605 0.202214 0.1424
threshold=0.08950000000000001 -0.073404999999999984 -1.0000000180025095e-35 -0.087844999999999993 0.086950000000000013 -0.086254999999999984 -0.09583499999999999 -1.0000000180025095e-35 1.0000000180025095e-35 -0.014774999999999998 -0.064814999999999984 -0.42246499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 -1 -7 -8 9 10 -9 -11
right_child=1 2 -4 -5 -6 6 7 8 -10 11 -12 -13
leaf_value=0.011045167257156232 0.000588531979901146 0.011463343579532288 -0.0029090322319941541 -0.011104534221513059 -0.0023047635109586496 -0.0035087693737690866 -0.0015376221745402583 0.0091328739632278583 -0.002035233703693789 0.014688417611691861 -7.3619802075840005e-05 0.0058273278414356904
leaf_weight=96 67 54 63 52 64 56 77 92 59 53 253 2013
leaf_count=96 67 54 63 52 64 56 77 92 59 53 253 2013
internal_value=0 -0.000425661 0.00370902 -0.00450595 0.0049963 0.00517009 0.00495272 0.00513947 0.00534835 0.00552978 0.00237624 0.00605551
internal_weight=0 236 117 119 2763 2699 2603 2547 2470 2411 345 2066
internal_count=2999 236 117 119 2763 2699 2603 2547 2470 2411 345 2066
is_linear=0
shrinkage=0.16829


Tree=6569
num_leaves=30
num_cat=0
split_feature=1 2 12 1 150 2 1 15 12 0 49 1 51 0 52 39 52 51 474 1213 12 49 2 51 50 1212 12 12 13
split_gain=14.1305 2.64486 1.86029 1.06214 1.08895 0.866388 0.700368 0.680622 0.437336 0.42669 0.394286 0.379652 0.344747 0.263215 0.250556 0.242697 0.22729 0.201289 0.188179 0.187654 0.187036 0.178293 0.157349 0.0822452 0.190912 0.0793063 0.0954945 0.0708456 0.062459
threshold=0.10684 0.14132000000000003 0.085075000000000026 0.093575000000000019 1.0000000180025095e-35 0.10836000000000003 0.12200500000000002 -0.19153499999999998 0.086730000000000015 -0.046614999999999997 0.082820000000000019 0.14787500000000001 0.078960000000000016 0.035525000000000008 -0.070104999999999987 0.089155000000000012 -0.010394999999999998 -0.094084999999999988 0.090785000000000018 0.05068000000000001 0.085465000000000013 0.091380000000000003 0.083815000000000014 0.07412500000000001 0.077920000000000003 0.091685000000000016 0.088245000000000004 0.10266500000000002 -0.068484999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 5 13 8 14 15 10 17 12 -3 19 20 -4 -2 -9 -7 23 22 -5 -12 -1 25 -25 26 -10 -19 -22
right_child=1 11 6 4 -6 9 -8 16 18 -11 21 -13 -14 -15 -16 -17 -18 27 -20 -21 28 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=0.0014071018028804787 0.00059793785232024822 0.00040639414722557372 0.0013711717814546978 0.00094767664809354297 0.0007053346780732351 0.0010092220768545808 0.00073861885974896139 0.0006605616022268702 0.0013233812576510968 0.00080192823385714658 0.00160880744931438 4.9266339415868504e-05 0.0010894763104102548 0.0013720500861530624 0.0010638732038456243 0.00032780008372852162 0.00090995461114159776 0.00132992366417318 0.0010478388198914565 0.001520532547778592 0.0012383300019698446 0.0013767102197448854 0.0012762841918412329 0.0010277486015641622 0.0012823760882450699 0.0013689316286922774 0.0012303595368076592 0.0011481870683168599 0.0010872223850175414
leaf_weight=147 77 82 53 60 75 73 52 85 167 52 77 54 73 52 68 70 78 52 56 55 77 75 374 60 75 75 594 52 59
leaf_count=147 77 82 53 60 75 73 52 85 167 52 77 54 73 52 68 70 78 52 56 55 77 75 374 60 75 75 594 52 59
internal_value=0 0.000671731 0.000786225 0.00123153 0.00105494 0.00125924 0.00106066 0.000632958 0.00128331 0.00106699 0.00134163 0.000264852 0.00130576 0.00116053 0.00119877 0.00046954 0.000780119 0.00114466 0.00123779 0.00133311 0.00110423 0.00149452 0.00131326 0.0012487 0.00116947 0.00126146 0.00125082 0.00123939 0.00117304
internal_weight=0 619 483 2380 323 2057 173 310 1828 229 801 136 649 248 121 147 163 177 1027 576 196 152 521 971 135 836 761 104 136
internal_count=2999 619 483 2380 323 2057 173 310 1828 229 801 136 649 248 121 147 163 177 1027 576 196 152 521 971 135 836 761 104 136
is_linear=0
shrinkage=0.0032998


Tree=6570
num_leaves=27
num_cat=0
split_feature=12 2 13 2 159 151 2 2 13 52 2 12 0 0 2 13 160 13 51 1456 2 1209 13 12 0 0
split_gain=7.86901 4.28463 2.61665 1.18283 1.08013 0.845138 0.775181 1.01433 0.712051 0.681387 0.558313 0.344612 0.521869 0.445011 0.295749 0.283925 0.246004 0.239707 0.21525 0.174335 0.164029 0.153546 0.147237 0.145279 0.0990358 0.0553205
threshold=0.056995000000000011 0.13270000000000001 -0.00027999999999999998 0.10859000000000001 0.080875000000000016 0.015440000000000001 -0.0098549999999999974 0.10251500000000001 0.00085500000000000018 -0.08403999999999999 0.091235000000000024 0.093125000000000013 -0.072924999999999976 -0.086064999999999989 0.085785000000000014 -0.094609999999999986 -0.060659999999999992 -0.098524999999999988 -0.26677999999999996 0.086455000000000018 0.092645000000000019 -0.084394999999999984 -0.079199999999999979 -0.086944999999999981 -0.063509999999999983 -0.079324999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 9 6 10 -1 -8 -5 -4 11 17 13 -13 -11 -12 -6 -2 -17 21 -20 -19 -22 -9 -14 -15
right_child=1 -3 3 8 16 -7 7 23 -10 14 15 12 24 25 -16 18 -18 19 20 -21 22 -23 -24 -25 -26 -27
leaf_value=0.00040140777441420204 0.0014113009877791632 0.00036986349193497974 0.0013209183098554925 0.00089512735871590833 0.00019882183375719993 0.0015476574287976701 0.0011487330112105892 0.00073333384447381582 0.00040950084408909461 0.0011491090766923555 0.00089938013343736269 0.00097603051437206688 0.0010171885914286491 0.0014072090849709469 0.0008475452632561054 0.00091033659264867686 0.00048186147969548146 0.0014029042017894673 0.00096338074086996218 0.0010306387669993986 0.0012920391446307113 0.0012171574220847447 0.0011271725917505059 0.00050752284879912446 0.000810400102095177 0.0012571519882071307
leaf_weight=70 77 74 93 91 69 66 64 78 52 58 81 62 55 53 96 54 66 54 57 54 75 907 357 54 52 74
leaf_count=70 77 74 93 91 69 66 64 78 52 58 81 62 55 53 96 54 66 54 57 54 75 907 357 54 52 74
internal_value=0 0.0011508 0.000765748 0.000958332 0.000578358 0.00117859 0.000700487 0.000807121 0.000718782 0.00109688 0.00116647 0.00120356 0.00110254 0.00120738 0.00096135 0.00108392 0.000337458 0.00123091 0.00111138 0.00121719 0.00113351 0.00122763 0.00115588 0.000641224 0.000917023 0.00132005
internal_weight=0 2152 791 390 401 2078 266 196 143 247 2012 1388 296 189 154 624 135 1092 543 1015 489 961 432 132 107 127
internal_count=2943 2152 791 390 401 2078 266 196 143 247 2012 1388 296 189 154 624 135 1092 543 1015 489 961 432 132 107 127
is_linear=0
shrinkage=0.0032998


Tree=6571
num_leaves=21
num_cat=0
split_feature=151 1 484 42 4 158 16 1 484 42 9 13 49 42 48 1455 4 16 4 13
split_gain=0.372074 0.192584 0.263851 0.191223 0.189259 0.174237 0.164627 0.151763 0.14204 0.140043 0.123133 0.274259 0.21139 0.240262 0.154501 0.111729 0.132537 0.166602 0.137352 0.0962849
threshold=0.072810000000000014 0.084470000000000003 0.062285000000000007 0.086375000000000021 -0.007069999999999999 0.097510000000000013 0.25032500000000008 0.076160000000000019 0.085885000000000003 0.087170000000000011 -0.016839999999999997 -0.17030499999999998 -0.048899999999999992 0.085915000000000005 0.10713500000000002 0.087050000000000016 -0.083084999999999978 -0.0098949999999999975 0.052250000000000012 -0.084814999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 -4 -2 10 7 8 15 -8 -3 -12 13 -13 -14 16 17 -1 -18 -10
right_child=4 2 3 -5 -6 -7 9 -9 19 -11 11 12 14 -15 -16 -17 18 -19 -20 -21
leaf_value=0.0062763038626129494 0.021933983855928693 0.012197074779290681 0.0023764383929039444 -0.010107603248649767 0.0084809080631977792 0.01371614520552541 -0.0026890388136407645 0.014470147912903169 0.018329746982838339 0.0072661730792275489 -0.0042573312104365168 -0.0061193478881527612 0.0055770989950146201 0.0081376042567205195 0.013704569479030771 0.00012483500434239657 0.0093558563543943221 -0.0031584085800998476 0.0038420617919339328 0.0087466913181426693
leaf_weight=237 63 60 94 55 57 66 83 91 52 77 95 88 665 54 74 68 664 68 160 72
leaf_count=237 63 60 94 55 57 66 83 91 52 77 95 88 665 54 74 68 664 68 160 72
internal_value=0 0.00598035 0.0044185 -0.00221971 0.0155587 0.00531767 0.00722214 0.00780233 0.00734165 0.00209068 0.0047809 0.00432315 0.00525044 -0.000685038 0.00639338 0.00677679 0.00717584 0.00416694 0.0082874 0.0127799
internal_weight=0 2823 1251 149 120 1102 1572 1412 1321 160 1036 976 881 142 739 1197 1129 305 824 124
internal_count=2943 2823 1251 149 120 1102 1572 1412 1321 160 1036 976 881 142 739 1197 1129 305 824 124
is_linear=0
shrinkage=0.16829


Tree=6572
num_leaves=18
num_cat=0
split_feature=49 156 106 2 51 43 2 481 483 484 160 4 4 4 43 15 15
split_gain=0.248781 0.1466 0.134531 0.123661 0.219102 0.255742 0.162043 0.16231 0.148466 0.277591 0.122364 0.107934 0.121936 0.104878 0.0928899 0.0790263 0.0250848
threshold=-0.22463499999999997 -0.090519999999999975 0.085275000000000004 0.091235000000000024 0.080080000000000026 -0.14968999999999996 0.086275000000000004 -0.085904999999999981 0.10897500000000002 0.098800000000000013 0.035095000000000008 0.42642000000000008 -0.17568999999999999 -0.078704999999999983 -0.040494999999999996 0.084175000000000014 -0.46645999999999993
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 15 7 -7 9 11 13 12 -5 -6 -8 -3 -13
right_child=1 2 -4 8 10 6 14 -9 -10 -11 -12 16 -14 -15 -16 -17 -18
leaf_value=0.01552920327494481 0.013938239902155921 0.018914198033605136 -0.0029638179265023177 0.0076925596641853273 -0.0017393953059420429 -0.0042537892876111675 0.0066339966756577724 0.0054031617924508229 0.012364760965110877 -0.0086787588444110671 -0.0062709980969274945 0.011548998823014089 0.0024765219527303887 0.0078194830204178171 0.011964426643776848 0.009986986194101358 0.0063288386297478336
leaf_weight=66 52 56 60 152 61 52 212 882 54 52 53 54 786 69 168 59 55
leaf_count=66 52 56 60 152 61 52 212 882 54 52 53 54 786 69 168 59 55
internal_value=0 0.005065 0.00490104 0.00507235 0.00602601 0.00672823 0.00605983 0.00486359 0.0037375 0.00331196 0.000532706 0.0039092 0.00332368 0.00332034 0.00899534 0.0143498 0.00893146
internal_weight=0 2877 2825 2765 1612 1429 1314 934 1153 1099 183 1047 938 130 380 115 109
internal_count=2943 2877 2825 2765 1612 1429 1314 934 1153 1099 183 1047 938 130 380 115 109
is_linear=0
shrinkage=0.16829


Tree=6573
num_leaves=17
num_cat=0
split_feature=151 0 0 0 4 1456 160 484 13 51 51 403 4 9 484 13
split_gain=0.244275 0.147795 0.178035 0.147635 0.137019 0.119705 0.163753 0.155286 0.14407 0.301929 0.213341 0.193 0.22698 0.154542 0.0698466 0.0524555
threshold=0.072810000000000014 -0.23395499999999997 -0.16423499999999996 -0.085204999999999989 0.0033150000000000007 0.088975000000000012 -0.025879999999999997 -0.082264999999999991 -0.011694999999999999 0.11178000000000002 0.046060000000000011 -0.071919999999999984 -0.082199999999999981 -1.0000000180025095e-35 -0.088289999999999993 -0.079369999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 -3 7 -7 14 11 10 -10 12 -9 -13 15 -4
right_child=3 2 5 -5 -6 6 -8 8 9 -11 -12 13 -14 -15 -16 -17
leaf_value=0.012440346565184838 0.0066503219124014702 0.0038403954509511665 0.0043987514571017794 0.018622863291097278 -0.0074818276788040363 0.0048129637044934705 -0.0078579297932874111 0.016776074218423635 0.0024809819047947172 -0.0088126789664364352 0.012451287816679247 0.012968532596581915 0.0062275759146190185 0.0036399842589676244 0.014386908065837532 0.011233570786647688
leaf_weight=59 68 55 83 52 67 62 54 77 788 63 66 53 236 1055 52 53
leaf_count=59 68 55 83 52 67 62 54 77 788 63 66 53 236 1055 52 53
internal_value=0 0.00409194 0.00391309 0.0118534 -0.00236282 0.00420357 -0.00107007 0.00444646 0.0040709 0.00242268 0.00325362 0.00513327 0.00882831 0.00408783 0.00910738 0.00707553
internal_weight=0 2823 2764 120 122 2642 116 2526 2338 917 854 1421 313 1108 188 136
internal_count=2943 2823 2764 120 122 2642 116 2526 2338 917 854 1421 313 1108 188 136
is_linear=0
shrinkage=0.16829


Tree=6574
num_leaves=11
num_cat=0
split_feature=49 39 11 1375 376 15 43 43 2 43
split_gain=0.165359 0.157952 0.157206 0.139677 0.124444 0.144008 0.159647 0.171276 0.150894 0.122163
threshold=-0.22463499999999997 0.11742500000000002 0.093845000000000026 -0.10702499999999998 0.085945000000000008 -0.14689499999999997 -0.073079999999999992 0.0066850000000000008 -0.0098549999999999974 -0.0025899999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8 -7 -10
right_child=1 -3 -4 4 -6 8 7 -9 9 -11
leaf_value=0.012007806661526651 -0.0039770515053449166 -0.005701313897730256 -0.0043964040204465572 0.0020801079944518892 -0.0030145532997354558 -0.0025071716760860208 0.014604910094493891 0.0039915048660673991 0.0049616025813406768 0.0023351794922472514
leaf_weight=66 63 52 67 92 69 103 117 69 1482 763
leaf_count=66 63 52 67 92 69 103 117 69 1482 763
internal_value=0 0.00347611 0.00364568 0.00384169 0.00402514 0.00421079 0.00783867 0.0106773 0.00378049 0.00406977
internal_weight=0 2877 2825 2758 2695 2626 278 186 2348 2245
internal_count=2943 2877 2825 2758 2695 2626 278 186 2348 2245
is_linear=0
shrinkage=0.16829


Tree=6575
num_leaves=16
num_cat=0
split_feature=4 155 4 1 48 131 43 131 3 16 3 4 43 43 43
split_gain=0.339694 0.385244 0.232254 0.198457 0.123619 0.0956436 0.329852 0.248706 0.151745 0.221797 0.141953 0.13425 0.08684 0.0803718 0.0212011
threshold=-0.17568999999999999 1.0000000180025095e-35 0.62720500000000012 0.081540000000000015 0.13897500000000002 0.091885000000000008 -0.049364999999999992 0.089325000000000015 0.110335 -0.073554999999999995 0.090170000000000014 -0.14345499999999997 -0.078624999999999987 -0.069134999999999988 -0.11158
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 7 12 8 10 -10 11 -2 14 -14 -7
right_child=2 -3 -4 -5 -6 6 -8 -9 9 -11 -12 -13 13 -15 -16
leaf_value=0.0071809273199803965 -0.0050799943100636536 -0.00099239010011302974 -0.0089053693026320303 0.019204749908535844 -0.0059788087445472177 0.0014050483528044136 0.016762247868304804 -0.0090554243056934821 0.0018904187663966749 -0.011875174889239178 0.010634096065929093 0.0025717477913871729 0.0079267913770813825 -8.3571644762939752e-05 -0.0032182273333292897
leaf_weight=76 67 79 55 81 52 53 56 57 91 52 60 1971 101 54 59
leaf_count=76 67 79 55 81 52 53 56 57 91 52 60 1971 101 54 59
internal_value=0 0.00857176 0.00191351 0.0133957 0.00213679 0.00229849 0.00501353 0.00191609 0.00219595 -0.00310269 0.00255796 0.00231931 0.00254265 0.00512449 -0.00101439
internal_weight=0 236 2728 157 2673 2621 323 2298 2241 143 2098 2038 267 155 112
internal_count=2964 236 2728 157 2673 2621 323 2298 2241 143 2098 2038 267 155 112
is_linear=0
shrinkage=0.16829


Tree=6576
num_leaves=15
num_cat=0
split_feature=44 15 15 49 3 133 484 49 15 15 133 40 52 159
split_gain=0.21056 0.22015 0.243156 0.132477 0.148883 0.17507 0.132757 0.136291 0.119919 0.128734 0.180903 0.121106 0.115308 0.111748
threshold=1.0000000180025095e-35 -0.26361999999999991 -0.43091499999999999 0.097940000000000013 -0.044539999999999989 0.087120000000000017 0.11628500000000001 -0.15532499999999996 -0.15097999999999998 0.091600000000000015 0.41435500000000008 -0.0020749999999999996 -0.037619999999999994 0.10634
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 6 5 -5 7 -3 -9 11 -11 -10 -7 -1
right_child=-2 3 -4 4 -6 12 -8 8 9 10 -12 -13 -14 -15
leaf_value=0.0035734902770816002 0.01235418035541736 -0.005220916586690055 -0.012500912074580447 0.0070749136326353611 -0.0081841977986742819 -0.0074507729311992267 0.009286395067365406 0.0096144308379954441 0.0058270427688672652 0.0067927486704843993 -0.002781233384011178 0.0013393279401936833 0.0024249659331249079 -0.0054142102498923889
leaf_weight=101 55 64 59 82 66 71 83 68 191 330 67 1600 63 64
leaf_count=101 55 64 59 82 66 71 83 68 191 330 67 1600 63 64
internal_value=0 0.00183705 -0.00322831 0.0022603 -0.00118599 0.000944032 0.00266549 0.00242784 0.00264562 0.00242822 0.00517246 0.00181892 -0.00279429 7.64634e-05
internal_weight=0 2909 224 2685 282 216 2403 2320 2256 2188 397 1791 134 165
internal_count=2964 2909 224 2685 282 216 2403 2320 2256 2188 397 1791 134 165
is_linear=0
shrinkage=0.16829


Tree=6577
num_leaves=25
num_cat=0
split_feature=1 3 1 3 4 4 4 0 15 3 3 40 158 0 475 1 16 3 1 13 15 12 12 0
split_gain=12.3333 2.37007 1.16168 0.958524 0.948558 0.863144 0.699569 0.505199 0.753528 0.513353 0.48061 0.356243 0.326745 0.289253 0.278025 0.201637 0.201453 0.200893 0.182772 0.192345 0.187984 0.158655 0.130541 0.0592334
threshold=0.10123500000000001 -0.064349999999999991 0.14602500000000004 0.085880000000000012 0.41377500000000006 0.043640000000000005 0.00093000000000000016 -0.14164999999999997 0.079600000000000018 0.095880000000000007 -0.029394999999999998 -0.065744999999999984 0.078875000000000015 0.12429000000000001 -0.087769999999999987 0.11378500000000001 -0.066539999999999988 0.13772500000000001 0.090130000000000016 -0.09219999999999999 0.089715000000000003 0.097240000000000007 0.056995000000000011 0.051660000000000005
decision_type=2 2 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 10 15 7 -5 8 -1 13 -3 16 21 14 -9 23 -12 -8 19 -16 -20 22 -7 -2
right_child=1 2 -4 6 -6 12 17 9 -10 -11 11 -13 -14 -15 18 -17 -18 -19 20 -21 -22 -23 -24 -25
leaf_value=0.0011540853681392023 0.0011908642172487873 0.00071111427981656455 0.00014446246923466839 0.0010818689367653388 0.00053376203506632107 0.00083184378081364234 0.00076747070133081604 0.00095739709142996442 0.0016241741796668282 0.00082771177339063232 0.00032328134063177395 0.00012833225801128182 0.0011353793605017744 0.00093082946334437501 0.0013278534291857923 0.00089314639892250608 0.00060484991176250509 0.00050580955901303928 0.00095776884931157908 0.00117725224695721 0.0011607316077603565 0.00074757874330823976 0.0010322451553941992 0.0010272104526535639
leaf_weight=93 54 52 80 52 59 60 61 69 63 54 61 55 96 61 104 88 52 70 83 1254 136 56 97 54
leaf_count=93 54 52 80 52 59 60 61 69 63 54 61 55 96 61 104 88 52 70 83 1254 136 56 97 54
internal_value=0 0.000644306 0.000508264 0.000580396 0.000901845 0.00113667 0.000757104 0.00116286 0.00134415 0.00114678 0.000433247 0.00034703 0.000974126 0.00115685 0.0011652 0.00101247 0.000453164 0.000627921 0.00117427 0.00118881 0.00108397 0.000901283 0.000955883 0.00110936
internal_weight=0 738 483 403 255 2226 183 1917 156 1761 220 168 309 1707 1646 196 113 131 1577 1358 219 213 157 108
internal_count=2964 738 483 403 255 2226 183 1917 156 1761 220 168 309 1707 1646 196 113 131 1577 1358 219 213 157 108
is_linear=0
shrinkage=0.0032998


Tree=6578
num_leaves=26
num_cat=0
split_feature=4 3 43 3 52 4 15 4 4 3 15 159 3 4 1447 0 474 156 0 4 0 12 0 4 4
split_gain=9.08854 2.57188 1.31147 1.09574 0.89416 0.508266 0.492297 0.491473 0.816913 0.481606 0.47242 0.43564 0.433892 0.384887 0.345482 0.314556 0.223189 0.211817 0.187062 0.15498 0.242294 0.143832 0.0973083 0.0743611 0.0372744
threshold=0.27998000000000006 -0.066229999999999997 -0.035884999999999993 0.28833000000000003 -0.037619999999999994 0.0049450000000000006 0.079600000000000018 -0.15764999999999998 -1.0000000180025095e-35 -0.082634999999999986 -0.41956999999999994 0.10634 0.088880000000000015 0.42118000000000005 -0.085709999999999995 -0.067969999999999989 0.085295000000000024 0.087380000000000013 -0.14164999999999997 -0.46195999999999998 -0.051394999999999989 0.096425000000000025 -0.086834999999999982 0.097095000000000015 0.064860000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 6 15 14 7 -4 -9 -2 11 -11 -10 -12 -1 -3 18 -18 -16 -20 -21 22 23 -7 -23
right_child=9 2 3 -5 -6 21 -8 8 12 10 13 -13 -14 -15 16 -17 17 -19 19 20 -22 24 -24 -25 -26
leaf_value=0.001368455666091128 0.00069996916309586021 0.0006816759353925145 0.0012407267906208107 0.00057818800277871713 0.00095179169263497391 0.0011898424488905987 0.0012999901268887408 0.00058254151013164537 0.0011710709767285667 0.00069783116942049824 0.00044987723365698851 0.00031576144318878224 0.00080705452494860659 4.9460449134194399e-05 0.0013505542505471103 0.00037293006937253061 0.0011260314095991866 0.00087206191413422875 0.0013018461457339234 0.0011520819209466925 0.00093750607854700717 0.00084462410336110904 0.00093891343137898341 0.0010293941299298081 0.00097535603484667961
leaf_weight=81 89 78 74 57 94 70 81 56 106 81 52 55 55 53 55 68 91 62 73 1240 62 55 53 68 55
leaf_count=81 89 78 74 57 94 70 81 56 106 81 52 55 55 53 55 68 91 62 73 1240 62 55 53 68 55
internal_value=0 0.00107307 0.000896104 0.00100557 0.000700287 0.0011333 0.00107096 0.00100709 0.000927255 0.000491953 0.000414987 0.000543577 0.00104694 0.000248098 0.00115602 0.000538118 0.00114513 0.00102335 0.00115813 0.00115041 0.00114189 0.00100761 0.00106346 0.00111104 0.00091031
internal_weight=0 2634 669 429 240 1965 372 291 217 330 241 136 161 105 1664 146 1583 153 1430 1375 1302 301 191 138 110
internal_count=2964 2634 669 429 240 1965 372 291 217 330 241 136 161 105 1664 146 1583 153 1430 1375 1302 301 191 138 110
is_linear=0
shrinkage=0.0032998


Tree=6579
num_leaves=23
num_cat=0
split_feature=1 3 1 47 1 3 1 3 13 51 50 1453 51 1 47 1204 1 51 1 1213 3 13
split_gain=18.2161 3.13984 1.55818 1.11039 0.90155 0.972511 0.899428 0.896775 0.7062 0.429077 0.392752 0.366254 0.42551 0.327657 0.372692 0.235389 0.201376 0.188255 0.166461 0.162706 0.129095 0.0851318
threshold=0.10123500000000001 -0.049204999999999992 0.12500000000000003 0.091930000000000012 0.13300500000000001 0.040040000000000006 0.089625000000000024 -0.15041499999999997 -0.0094049999999999984 -0.40444499999999994 0.08568000000000002 -0.080779999999999977 0.11543000000000002 0.10801000000000001 0.087850000000000025 -0.0034549999999999993 0.14684500000000003 -1.0000000180025095e-35 0.093935000000000018 0.11864000000000001 -0.086884999999999976 -0.051009999999999993
decision_type=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 13 4 5 8 7 -1 -3 -9 17 -11 15 -2 -15 20 -6 -8 -19 -17 -13 -12
right_child=1 3 -4 -5 16 -7 10 9 -10 11 21 12 -14 14 -16 19 -18 18 -20 -21 -22 -23
leaf_value=0.0016229504989210195 0.0012162670821132715 0.0005693301187223264 0.00043480754383276972 0.00082462542259193123 0.00031040961078332511 0.00078913661657832948 0.0011934047282891917 0.0010114207926724054 6.7818164648914586e-05 0.0015589744619026096 0.0011795199572172026 0.0015471049061351108 0.0010303183499540116 0.00079254303511916966 0.0011412280655297012 0.0012743845479246409 5.0655033240754315e-05 0.0010995041747191557 0.00089087208317281642 0.0014416312891337472 0.0013406138111653524 0.0013556884223369107
leaf_weight=90 93 71 53 93 83 101 67 62 54 56 65 59 70 71 65 1358 54 78 97 70 88 66
leaf_count=90 93 71 53 93 83 101 67 62 54 56 65 59 70 71 65 1358 54 78 97 70 88 66
internal_value=0 0.000671954 0.000945793 0.000502529 0.000419911 0.000548044 0.0012703 0.00130018 0.000352959 0.00128368 0.00112177 0.00129358 0.00128453 0.0010639 0.000959453 0.0012958 0.000208282 0.00104217 0.000984064 0.00128261 0.00142373 0.00126855
internal_weight=0 738 282 456 363 226 2226 1853 125 1763 373 1701 1645 229 136 1575 137 242 175 1428 147 131
internal_count=2964 738 282 456 363 226 2226 1853 125 1763 373 1701 1645 229 136 1575 137 242 175 1428 147 131
is_linear=0
shrinkage=0.0032998


Tree=6580
num_leaves=18
num_cat=0
split_feature=4 1452 481 484 49 151 48 41 14 4 484 52 52 4 49 51 133
split_gain=0.268987 0.333142 0.250565 0.184801 0.16198 0.156214 0.121325 0.136543 0.195135 0.119226 0.136719 0.101226 0.0979547 0.0825858 0.0809435 0.13033 0.0979199
threshold=-0.021269999999999997 1.0000000180025095e-35 -0.085814999999999989 0.085405000000000023 0.095920000000000019 0.10365500000000001 0.12663000000000002 0.085175000000000015 -0.31108499999999994 -0.016339999999999997 -0.084519999999999984 0.43161000000000005 -0.016679999999999997 -0.083904999999999993 -0.013914999999999999 0.095375000000000015 0.0049900000000000005
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 14 6 7 8 -2 -10 12 -12 -11 -5 -4 16 -16
right_child=5 -3 3 13 -6 -7 -8 -9 9 10 11 -13 -14 -15 15 -17 -18
leaf_value=0.017644123761418589 -0.0040902413364214468 0.019406211815653145 0.010864917847788579 0.0038324812135340953 0.014452850902176398 -0.0050898163218946364 -0.0039286628831539123 0.011782457537141685 -0.0030818724825296367 0.0058670765768615296 0.0035735220322252815 0.010045026353995472 0.01554265191157536 -0.0051055264741001437 0.0047599735795544875 -0.0015816244363996668 0.0081950326830655638
leaf_weight=52 84 56 86 58 66 58 55 63 59 71 979 74 52 59 685 69 362
leaf_count=52 84 56 86 58 66 58 55 63 59 71 979 74 52 59 685 69 362
internal_value=0 0.00665694 0.00615885 0.00572633 0.00631697 0.00345966 0.00380598 0.0041151 0.00374752 0.00428207 0.00465304 0.00403002 0.00997217 -0.000659364 0.00586874 0.00548213 0.00594936
internal_weight=0 1493 1437 1385 1268 1495 1437 1382 1319 1235 1176 1053 123 117 1202 1116 1047
internal_count=2988 1493 1437 1385 1268 1495 1437 1382 1319 1235 1176 1053 123 117 1202 1116 1047
is_linear=0
shrinkage=0.16829


Tree=6581
num_leaves=30
num_cat=0
split_feature=1 3 3 1 12 2 2 15 0 0 14 0 2 2 1 1456 3 3 43 12 3 12 4 52 160 160 3 2 52
split_gain=21.0956 4.65346 2.03933 1.49004 1.82673 1.44826 1.02581 0.979156 0.713087 0.629621 0.579829 0.792087 0.548196 0.472674 0.383124 0.325441 0.337063 0.273183 0.270502 0.411788 0.26045 0.160823 0.124935 0.210284 0.173533 0.145961 0.116007 0.0752578 0.0718497
threshold=0.10684 -0.049204999999999992 0.3148450000000001 0.094775000000000012 -1.0000000180025095e-35 0.11504500000000002 0.091235000000000024 -0.21242999999999998 -0.105195 -0.046614999999999997 0.073890000000000011 -0.10726999999999999 0.13084500000000002 0.10682000000000001 0.13300500000000001 0.055170000000000004 -0.11211999999999998 0.12745000000000004 -0.095964999999999981 0.091735000000000025 -0.013174999999999997 0.084645000000000012 -0.068329999999999988 0.10096500000000001 0.091410000000000005 -0.13815999999999998 -0.072864999999999985 0.096685000000000007 -0.060344999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 7 6 -5 9 10 14 -6 -2 11 -1 18 -9 -3 16 -13 -15 19 -8 -18 -17 23 27 25 -24 28 -20 -10
right_child=1 2 -4 4 8 -7 12 13 26 -11 -12 15 -14 17 -16 21 20 -19 22 -21 -22 -23 24 -25 -26 -27 -28 -29 -30
leaf_value=0.0011538124023661878 0.0014322201418387108 0.00057539226353590077 6.1809182854297842e-05 0.00066312555927896372 0.00096078560601393621 0.00069117419550594294 0.0017057539504886368 0.001013407232376925 0.0014345737066566746 0.00097953301131438377 0.0017715687038433914 0.0012067526370971775 0.00098748522520452991 0.00050251257648670439 0.00019639990688374728 0.0017690629641031882 0.001458518262122601 0.00082364507750117542 0.0013866331456436989 0.0013106575382481052 0.0017027219455161946 0.0015303682145594104 0.0013799961818155666 0.0012341797102865409 0.0014286427619244525 0.0012096506613783592 0.0015377547719674935 0.0015742430254610741 0.0012612522000376495
leaf_weight=90 94 57 96 63 52 70 53 59 56 53 67 57 52 64 60 57 947 54 52 66 52 77 74 62 73 264 53 53 61
leaf_count=90 94 57 96 63 52 70 53 59 56 53 67 57 52 64 60 57 947 54 52 66 52 77 74 62 73 264 53 53 61
internal_value=0 0.000695472 0.000479794 0.00138473 0.00116018 0.00108293 0.00141525 0.00061616 0.00130108 0.00126925 0.00146991 0.00145409 0.0013169 0.000771182 0.000381338 0.00147677 0.00145702 0.00064977 0.00134142 0.00148692 0.00147126 0.00163217 0.00131141 0.00139 0.00127939 0.00124705 0.00140496 0.00148167 0.00134451
internal_weight=0 607 390 2381 285 217 2096 294 222 147 1347 1280 749 177 117 1190 1056 118 697 119 999 134 578 167 411 338 170 105 117
internal_count=2988 607 390 2381 285 217 2096 294 222 147 1347 1280 749 177 117 1190 1056 118 697 119 999 134 578 167 411 338 170 105 117
is_linear=0
shrinkage=0.0032998


Tree=6582
num_leaves=30
num_cat=0
split_feature=12 12 12 13 12 12 147 457 481 150 11 13 34 13 1455 474 12 42 12 13 47 160 1447 159 13 13 13 160 42
split_gain=4.5161 1.21651 1.0856 0.813277 0.613734 0.520555 0.438539 0.341423 0.254755 0.244442 0.212559 0.192688 0.180105 0.214083 0.173464 0.261595 0.154262 0.126843 0.173112 0.111273 0.103608 0.0905911 0.0888934 0.0994417 0.0588965 0.0961905 0.0425874 0.0359059 0.0144118
threshold=0.056995000000000011 -0.25967999999999997 0.14472000000000004 -1.0000000180025095e-35 -0.10063999999999999 0.096425000000000025 0.089090000000000016 0.079930000000000015 -0.0085599999999999982 1.0000000180025095e-35 0.089795000000000014 1.0000000180025095e-35 -0.010739999999999998 -0.14847499999999997 0.084305000000000005 0.083900000000000016 -0.088189999999999977 0.11603500000000001 0.088825000000000015 0.070890000000000022 0.07813500000000001 -0.077324999999999991 -0.086059999999999984 -0.022294999999999995 -0.070774999999999991 0.011265000000000002 -0.065239999999999979 -0.076029999999999986 -0.065449999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -3 8 9 12 22 11 19 20 -6 -14 15 17 -15 18 -10 24 27 -17 -2 -24 -7 26 -26 -5 -21
right_child=2 3 -4 6 7 10 -8 -9 14 -11 -12 -13 13 16 -16 21 -18 -19 -20 28 -22 -23 23 -25 25 -27 -28 -29 -30
leaf_value=0.00010148040203730581 0.0011480526945104393 0.00081268827405070584 0.00045840636553164387 0.00074829884525888686 0.00023969622218935168 0.00072254656650588508 0.00044371951934032717 0.00068965865765446366 0.00094286679713504286 0.00059160360253979671 0.00061157415623010192 0.00067884600728258468 0.0002846189573724252 0.00038689123224810491 0.0010626800840010577 0.0006753396491616596 0.00062465605599339223 0.00107105104708726 0.00085852837970762873 0.00087076870322201562 0.00099051577370211277 0.00085125510987951432 0.0009047204622175235 0.0010750210146802746 0.00094417275255155423 0.00070329042392603834 0.00082795997782415798 0.00086664948198141099 0.00095950912240373352
leaf_weight=52 55 61 65 53 61 94 52 53 609 68 58 82 60 52 75 72 73 55 498 53 59 63 81 78 52 60 153 81 60
leaf_count=52 55 61 65 53 61 94 52 53 609 68 58 82 60 52 75 72 73 55 498 53 59 63 81 78 52 60 153 81 60
internal_value=0 0.00059047 0.000879567 0.000624102 0.00051033 0.000892488 0.000727703 0.000448527 0.000922556 0.000770654 0.000802445 0.0008148 0.000396433 0.000447923 0.000905825 0.000896727 0.000526028 0.00091285 0.000904958 0.000825824 0.00087238 0.000757695 0.00102966 0.000988486 0.00079665 0.000822803 0.00085761 0.000820102 0.000918199
internal_weight=0 807 2181 755 360 2116 395 299 1586 343 530 275 246 185 1372 1297 125 1162 1107 472 193 135 214 159 359 265 205 134 113
internal_count=2988 807 2181 755 360 2116 395 299 1586 343 530 275 246 185 1372 1297 125 1162 1107 472 193 135 214 159 359 265 205 134 113
is_linear=0
shrinkage=0.0032998


Tree=6583
num_leaves=25
num_cat=0
split_feature=4 15 158 4 15 13 2 1375 12 51 15 484 474 157 15 3 43 13 1186 13 51 3 1 3
split_gain=0.268324 0.220244 0.233121 0.319351 0.26421 0.310705 0.212329 0.197302 0.19526 0.184981 0.157064 0.14656 0.256336 0.234307 0.15226 0.114427 0.104943 0.0870483 0.0895662 0.0646727 0.0623487 0.0550493 0.0523055 0.049252
threshold=0.054720000000000012 -0.072704999999999978 0.019155000000000002 0.41248000000000007 -0.46772999999999992 -0.076349999999999987 0.14253500000000002 -0.15824499999999997 1.0000000180025095e-35 -0.13795499999999997 -0.032144999999999993 -0.070839999999999986 0.085295000000000024 -0.081889999999999991 1.0000000180025095e-35 -0.021559999999999996 -0.0101 -0.09219999999999999 0.067035000000000011 -0.080784999999999982 -0.0088999999999999982 -0.075579999999999994 0.086005000000000012 -0.081404999999999991
decision_type=2 2 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 16 -5 -6 7 -1 -3 21 22 14 17 -14 19 -4 -2 23 -19 20 -11 -9 -10 -13
right_child=1 8 15 4 5 -7 -8 9 10 11 -12 12 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=-0.0033483330594160782 -0.013789145143497656 0.013802170646782904 0.011102562875766425 0.011970058646385234 0.0077952353921363531 -0.0080172643792247918 -0.0034210076516926736 0.0099937759196552112 0.011097552462131701 0.0090261801439984503 -0.0035247737979403906 0.014303902944939755 -0.0080290914223957836 0.0049749337200614974 0.01608471063169915 0.00095248620334661385 -0.0039154422423823805 0.0060954595414296009 0.012933292765069063 0.012223439243807284 0.00074415633723227926 0.016624543045013807 0.0037239473963804198 0.0082950145856189299
leaf_weight=52 57 79 73 58 60 85 58 85 54 52 57 60 65 99 90 56 67 1382 57 52 52 64 57 117
leaf_count=52 57 79 73 58 60 85 58 85 54 52 57 60 65 99 90 56 67 1382 57 52 52 64 57 117
internal_value=0 0.00284581 0.000649168 -0.00173641 0.00236704 -0.00146177 0.00661063 0.0068727 0.00689388 0.00711789 0.00363465 0.00669515 0.00616061 -0.000168146 0.0105557 0.00671026 -0.00846865 0.006804 0.00636756 0.00735429 0.00490244 0.0128539 0.00732729 0.0103421
internal_weight=0 703 456 327 203 145 2285 2227 247 2175 168 2026 1780 164 246 129 124 1616 1439 156 104 149 111 177
internal_count=2988 703 456 327 203 145 2285 2227 247 2175 168 2026 1780 164 246 129 124 1616 1439 156 104 149 111 177
is_linear=0
shrinkage=0.16829


Tree=6584
num_leaves=16
num_cat=0
split_feature=15 160 457 151 1446 2 1453 133 11 1429 15 10 15 2 2
split_gain=0.224118 0.152824 0.150233 0.139277 0.125922 0.190949 0.158783 0.150634 0.124056 0.11595 0.114192 0.107575 0.124875 0.0816736 0.0651655
threshold=-0.26361999999999991 -0.068619999999999987 0.094310000000000019 -0.064619999999999983 0.083705000000000016 0.083815000000000014 -0.077554999999999985 0.08517000000000001 0.074925000000000005 -0.074184999999999987 0.025430000000000005 -0.084514999999999993 0.088645000000000015 0.12068000000000001 0.10697500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -6 -2 -7 9 -8 14 -11 -13 -3 -10
right_child=2 13 3 -5 5 7 8 -9 10 11 -12 12 -14 -15 -16
leaf_value=0.0050296995826902557 0.013106528156456482 -0.0079867010180255851 0.0050672454319582571 -0.007243873474160503 0.01747474018437177 0.0020388505950927091 0.01199872292188936 0.012102751216123642 0.0096303522264074553 0.011517231814975621 0.015701180738564642 0.003308033450903968 0.0063027415994949126 0.00010036302621684865 0.001741085710478061
leaf_weight=94 68 67 52 52 59 99 57 74 71 57 53 1524 535 74 52
leaf_count=94 68 67 52 52 59 99 57 74 71 57 53 1524 535 74 52
internal_value=0 -0.000218286 0.0051888 -0.00107104 0.00543524 0.00918988 0.0050741 0.00635403 0.00484081 0.00449112 0.009148 0.00428804 0.00408704 -0.00372968 0.00630966
internal_weight=0 235 2753 104 2649 232 2417 173 2349 2173 176 2116 2059 141 123
internal_count=2988 235 2753 104 2649 232 2417 173 2349 2173 176 2116 2059 141 123
is_linear=0
shrinkage=0.16829


Tree=6585
num_leaves=21
num_cat=0
split_feature=155 51 50 1 16 16 457 16 0 1453 15 16 3 52 16 1 16 0 3 16
split_gain=0.217068 0.164314 0.224354 0.198619 0.228753 0.252275 0.196818 0.180307 0.180015 0.282346 0.224653 0.174401 0.163374 0.129 0.147316 0.236415 0.143125 0.0983791 0.0808031 0.0513786
threshold=0.11332500000000002 -0.22508999999999998 -0.041284999999999995 0.093435000000000004 -0.047754999999999999 0.026395000000000005 0.085130000000000025 0.24624500000000002 -0.14259999999999998 -0.064559999999999992 -0.0039399999999999991 -0.007794999999999999 -0.115685 0.12456500000000001 -0.072904999999999984 0.10970000000000001 -0.53342999999999996 -0.108275 -0.062694999999999987 -0.24404999999999996
decision_type=2 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 13 11 8 18 10 -10 -3 -6 -11 14 15 19 -17 -14 -7 -5
right_child=-2 3 -4 4 5 7 -8 -9 9 12 -12 -13 17 -15 -16 16 -18 -19 -20 -21
leaf_value=0.0021564613624990487 0.010612378637548849 0.0018777292663166322 0.014312237015768236 -0.0027391449133568301 -0.0039376828854910456 -0.0008641251687773533 0.010373297521616061 -0.0076875543796364985 -0.0088465943443166318 -0.0040487881995819545 0.016485652793435199 -0.016645108854248174 -0.0034222799907005687 0.0079803410332305296 0.0084096034147917477 0.010324393076727509 0.00047721335741175659 0.0033597223505529455 0.0077845849703082823 -0.009716216218129058
leaf_weight=100 95 62 76 57 70 55 99 55 63 97 58 55 63 87 63 53 200 1427 68 65
leaf_count=100 95 62 76 57 70 55 99 55 63 97 58 55 63 87 63 53 200 1427 68 65
internal_value=0 0.00242962 0.00741575 0.00210357 -6.40876e-05 -0.00374819 0.00306485 0.000311327 0.00265505 0.00219592 0.0089532 -0.00954332 0.00263541 0.00205875 0.000878437 -0.000382009 0.00254716 0.00307176 0.00390267 -0.00647116
internal_weight=0 2873 176 2697 828 303 1869 178 1770 1650 120 125 1587 525 438 375 253 1490 123 122
internal_count=2968 2873 176 2697 828 303 1869 178 1770 1650 120 125 1587 525 438 375 253 1490 123 122
is_linear=0
shrinkage=0.16829


Tree=6586
num_leaves=11
num_cat=0
split_feature=149 1371 151 155 1427 50 50 448 130 131
split_gain=0.181932 0.155756 0.226229 0.14316 0.135463 0.166947 0.178624 0.113372 0.127682 0.0988198
threshold=0.078645000000000007 0.081810000000000008 0.082375000000000018 0.11860500000000002 0.088755000000000014 1.0000000180025095e-35 0.088585000000000011 -0.079254999999999978 0.090740000000000015 0.077555000000000027
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 -9 -8
right_child=-2 -3 -4 -5 -6 6 9 8 -10 -11
leaf_value=0.0089224321068193269 0.010265088968718597 0.010817622957971484 -0.0068578581271272129 0.0093161862077021356 -0.0065950978505425212 0.012974274233526104 0.0026131160675771027 0.00072632174449958355 0.0051987950455763621 0.0096805238625889758
leaf_weight=55 78 56 82 76 52 65 420 1818 201 65
leaf_count=55 78 56 82 76 52 65 420 1818 201 65
internal_value=0 0.00202205 0.00184762 0.00210766 0.00190226 0.00207134 0.00467939 0.00137885 0.00117247 0.003564
internal_weight=0 2890 2834 2752 2676 2624 550 2074 2019 485
internal_count=2968 2890 2834 2752 2676 2624 550 2074 2019 485
is_linear=0
shrinkage=0.16829


Tree=6587
num_leaves=21
num_cat=0
split_feature=1 52 3 39 3 1 14 52 1 12 475 3 4 0 0 4 42 43 3 3
split_gain=8.07295 2.00832 0.951199 0.852105 0.812786 0.632512 0.577653 0.555305 0.317116 0.273683 0.269692 0.396876 0.279625 0.261907 0.254832 0.253415 0.213211 0.169592 0.1573 0.0770785
threshold=0.10509 -0.24841999999999997 0.10402500000000002 0.0047850000000000011 -0.055389999999999988 0.094165000000000013 0.073890000000000011 0.12456500000000001 0.13472500000000001 0.10331000000000001 0.0072950000000000003 -0.11017499999999998 0.0033150000000000007 -0.040094999999999992 -0.044434999999999995 -0.17568999999999999 0.11704500000000001 -0.012119999999999997 -0.070724999999999996 0.143375
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 13 -5 9 8 17 10 11 15 -13 -3 -10 -1 18 -6 -11 -19
right_child=1 4 -4 5 7 -7 -8 -9 14 16 -12 12 -14 -15 -16 -17 -18 19 -20 -21
leaf_value=0.00080234679255747246 0.00084615462708658243 0.00060410349421264578 0.00041416009068599241 0.00072992907369462878 0.00015336011664850675 0.00026657593438719594 0.0010974273213470815 0.00052265029361442514 -4.4265247688613554e-05 0.00064796764195937081 0.0010384059772199808 0.00084123077591225415 0.00071948890975405161 0.00033517176472689991 0.0002416564134639704 0.00051497481023407977 0.000504425819159127 0.00041858114510569608 0.00084943955010716719 0.00024749900174702997
leaf_weight=59 85 101 74 78 95 55 75 59 94 88 58 1343 248 66 53 80 52 65 86 54
leaf_count=59 85 101 74 78 95 55 75 59 94 88 58 1343 248 66 53 80 52 65 86 54
internal_value=0 0.000371868 0.000783193 0.000795467 0.00030313 0.000538582 0.000811806 0.00022555 0.000176895 0.000801152 0.000814939 0.000807427 0.000822276 0.00049803 5.85825e-05 0.000637206 0.000691918 0.000258002 0.000747748 0.000341243
internal_weight=0 672 2296 2222 587 133 2089 420 361 2014 1788 1730 1591 167 147 139 226 214 174 119
internal_count=2968 672 2296 2222 587 133 2089 420 361 2014 1788 1730 1591 167 147 139 226 214 174 119
is_linear=0
shrinkage=0.0032998


Tree=6588
num_leaves=21
num_cat=0
split_feature=1 12 2 12 2 16 1 2 2 11 2 13 15 12 1453 52 12 2 15 16
split_gain=20.26 2.86508 2.60793 2.7574 1.71202 1.70032 1.3423 1.11995 0.588032 0.544543 0.473009 0.429451 0.417404 0.365493 0.273667 0.25569 0.327702 0.228894 0.2411 0.177206
threshold=0.10910500000000002 -1.0000000180025095e-35 0.14870000000000003 -0.041014999999999989 0.11018500000000002 -0.53342999999999996 0.094165000000000013 0.12068000000000001 0.094985000000000014 1.0000000180025095e-35 0.099965000000000012 -1.0000000180025095e-35 0.025430000000000005 0.10125500000000003 -0.014859999999999998 0.11667000000000001 0.087855000000000003 -0.032374999999999994 -0.26361999999999991 0.13995000000000002
decision_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 17 13 -3 8 9 -1 10 14 -6 -11 -5 -7 16 -12 -2 -19 -16
right_child=2 5 -4 4 11 7 -8 -9 -10 12 15 -13 -14 -15 19 -17 -18 18 -20 -21
leaf_value=0.0015536093416313255 0.00033938279040779157 0.00091556988066626948 0.00026405318185616141 0.0014556740750569458 0.00057753118624949873 0.0013114927288258604 0.00074759661605498177 0.0010977096601049621 0.0010726246609562076 0.0015649789118774072 0.0010668130017943752 0.00094356994441974912 0.0019342172395638384 0.0011076694162581908 0.0015046190255967877 0.0015362328305617533 0.0013744024201371144 0.0004652576880077447 0.00076809947536839889 0.0016371762097796235
leaf_weight=52 55 59 103 80 59 78 87 79 61 100 52 88 52 58 1444 66 151 66 52 126
leaf_count=52 55 59 103 80 59 78 87 79 61 100 52 88 52 58 1444 66 151 66 52 126
internal_value=0 0.00143546 0.000738976 0.000845705 0.00104531 0.00146977 0.00105665 0.00148498 0.00129427 0.00149975 0.00148452 0.000796896 0.00169153 0.00130967 0.00150566 0.00135491 0.00129578 0.000516675 0.000599012 0.00151528
internal_weight=0 2407 561 458 285 2207 200 2148 113 2069 1917 147 152 138 1648 269 203 173 118 1570
internal_count=2968 2407 561 458 285 2207 200 2148 113 2069 1917 147 152 138 1648 269 203 173 118 1570
is_linear=0
shrinkage=0.0032998


Tree=6589
num_leaves=22
num_cat=0
split_feature=1 4 3 12 1 52 4 3 39 0 11 3 12 11 39 3 12 403 4 1 16
split_gain=11.22 1.77854 1.42388 1.22985 1.0003 0.67908 0.493749 0.360055 0.429255 0.371278 0.359923 0.655931 0.645165 0.506086 0.341066 0.29449 0.307923 0.244052 0.237989 0.154609 0.0754322
threshold=0.10910500000000002 0.31392000000000003 -0.053364999999999996 -1.0000000180025095e-35 0.094165000000000013 0.12456500000000001 0.41377500000000006 0.3148450000000001 0.087735000000000021 -0.074679999999999983 1.0000000180025095e-35 -0.10690999999999999 0.09227500000000001 0.084110000000000004 0.08950000000000001 0.10402500000000002 0.087745000000000004 -0.080214999999999995 0.058025000000000007 0.11883500000000001 -0.088604999999999975
decision_type=2 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 14 7 19 8 20 -10 11 12 -5 -12 -1 16 17 -13 -18 -2 -4
right_child=2 -3 5 10 -6 -7 -8 -9 9 -11 13 15 -14 -15 -16 -17 18 -19 -20 -21 -22
leaf_value=0.0012085584086884127 0.001031479552920064 0.00051940024700546973 0.00069092951849606668 0.00061669172366678887 0.00055806845022484655 0.00078126068617018489 0.00054106454184913463 0.00019557849305867266 0.00010195941951441862 0.00046385685252207584 0.0014921158186162904 0.0010660722403934718 0.0011067876712229591 0.0011060122035415456 0.00084125811204711725 0.00088874449359891046 0.0011066882859804463 0.00120658833772903 0.00095730959716308216 0.00079265285284338795 0.00051806297831586117
leaf_weight=61 65 61 52 59 81 56 55 81 52 77 65 180 59 89 52 61 895 606 138 58 65
leaf_count=61 65 61 52 59 81 56 55 81 52 77 65 180 59 89 52 61 895 606 138 58 65
internal_value=0 0.00107677 0.000558421 0.00109124 0.000838874 0.000444882 0.000802523 0.000387168 0.00045011 0.000318249 0.00111398 0.001102 0.000862038 0.00126921 0.00103985 0.00111704 0.00112468 0.00117445 0.00108677 0.000919149 0.000595194
internal_weight=0 2407 561 2346 194 383 178 327 246 129 2152 1998 118 154 113 1880 1819 786 1033 123 117
internal_count=2968 2407 561 2346 194 383 178 327 246 129 2152 1998 118 154 113 1880 1819 786 1033 123 117
is_linear=0
shrinkage=0.0032998


Tree=6590
num_leaves=28
num_cat=0
split_feature=12 2 3 14 133 2 2 12 52 52 3 40 42 3 2 2 42 2 2 49 133 403 51 481 52 2 2
split_gain=16.1884 5.63304 3.12338 2.54636 2.29571 1.98945 1.34372 0.755622 0.647533 0.728474 0.539469 0.501575 0.407485 0.43023 0.462487 0.40176 0.399665 0.351453 0.326585 0.29918 0.272811 0.225236 0.217225 0.197747 0.0902255 0.0732924 0.0550959
threshold=0.056995000000000011 0.13388500000000003 0.31351000000000001 0.077140000000000014 0.086265000000000022 0.10406500000000002 0.078775000000000012 0.098785000000000012 0.023800000000000005 -0.080219999999999986 0.040040000000000006 -0.062739999999999976 0.085965000000000014 -0.14186499999999996 0.092320000000000013 0.099845000000000003 -0.033649999999999992 -1.0000000180025095e-35 0.084535000000000013 -1.0000000180025095e-35 0.024055000000000003 -0.53317999999999988 -0.08563999999999998 -0.053799999999999994 0.029970000000000007 0.10085000000000001 0.087865000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 5 6 -1 12 9 -8 11 -7 13 -2 22 21 25 -6 -18 -12 -16 -14 -15 -23 -20 26 -9
right_child=1 -3 -4 -5 17 10 8 16 -10 -11 19 -13 15 14 20 -17 18 -19 24 -21 -22 23 -24 -25 -26 -27 -28
leaf_value=0.00080104615436798023 0.0016417069137750304 0.00039936666141801249 0.00021721936356552534 0.0019891541625447853 0.00031329447740251508 0.00078845434297780627 0.0013311568557717931 0.0012668489291046835 0.0015790730460712231 0.00087356830011444688 0.00069696887658699013 0.00035132016702602015 0.0011300338526405796 0.0012122616930546025 0.0010370046193844595 0.0010795176584460929 0.00089896569759287729 0.00063633679320839658 0.0011004999241756822 0.0010191557904279153 0.001362738961909301 0.0014782452758209466 0.0014311028314344517 0.0013172460079324073 0.0012890051979064887 0.0011922811647495568 0.0014151515078759667
leaf_weight=103 77 71 99 65 73 53 100 59 53 62 62 63 61 56 63 83 69 75 66 66 53 104 636 522 55 53 68
leaf_count=103 77 71 99 65 73 53 100 59 53 62 62 63 61 56 63 83 69 75 66 66 53 104 636 522 55 53 68
internal_value=0 0.00131413 0.000766781 0.00134519 0.000843361 0.000939715 0.00111189 0.00132451 0.00126064 0.00115625 0.000715177 0.000551349 0.0013548 0.00140359 0.00138085 0.00129867 0.00118891 0.000477236 0.00108225 0.000863372 0.00118614 0.0013251 0.00141344 0.00134405 0.00118648 0.00130131 0.00134653
internal_weight=0 2161 809 2090 710 562 318 2025 215 162 244 116 1655 885 808 770 370 148 190 128 116 687 692 626 121 180 127
internal_count=2970 2161 809 2090 710 562 318 2025 215 162 244 116 1655 885 808 770 370 148 190 128 116 687 692 626 121 180 127
is_linear=0
shrinkage=0.0032998


Tree=6591
num_leaves=22
num_cat=0
split_feature=1 1 12 2 4 1 12 3 4 43 4 4 16 16 52 12 43 3 3 2 15
split_gain=11.5536 1.82083 1.49392 0.743116 0.721537 0.583504 1.13308 0.462274 0.453883 0.440658 0.435418 0.343794 0.340986 0.259386 0.217041 0.190829 0.17364 0.213034 0.166227 0.141236 0.12447
threshold=0.10661000000000002 0.13662500000000002 0.085075000000000026 0.13084500000000002 0.057200000000000008 0.092845000000000025 -1.0000000180025095e-35 0.3148450000000001 0.51326500000000019 -0.025079999999999995 -0.078454999999999983 0.046185000000000004 -0.10850999999999998 -0.14669499999999996 -0.022529999999999998 -0.0066799999999999993 -0.069434999999999983 -0.074679999999999983 0.091085000000000013 0.084745000000000015 -0.10763999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 5 -4 11 -7 -3 9 -2 -8 13 20 -1 -11 -15 -12 -18 19 -17 -13
right_child=1 7 4 -5 -6 6 10 -9 -10 14 16 12 -14 15 -16 18 17 -19 -20 -21 -22
leaf_value=0.0012154757263934449 0.00031545355965809725 0.00029627907455831383 0.0010614523576383029 0.00058046435214048316 0.00060875353842661944 0.00047862952734592507 0.0011605670539797139 -6.2965001303581203e-05 0.00014813110317293544 0.00077691310571345389 0.0010177048785774937 0.0010971409850941726 0.00070238538287552168 0.0011892700151480387 0.00049698090884844935 0.0010518430981973422 0.00063226767116430582 0.00090027943750509631 0.00083623080515539741 0.00098213759244580347 0.00089418169300115957
leaf_weight=67 97 97 73 54 82 72 75 65 55 52 58 55 82 60 75 480 53 88 70 1067 93
leaf_count=67 97 97 73 54 82 72 75 65 55 52 58 55 82 60 75 480 53 88 70 1067 93
internal_value=0 0.000450748 0.00056221 0.000964752 0.000822187 0.000973681 0.000847996 0.00015192 0.000417652 0.000483672 0.000944927 0.000995693 0.000874642 0.00101164 0.000611876 0.00100347 0.000863478 0.000799787 0.000996557 0.00100379 0.000969844
internal_weight=0 596 434 2374 155 2320 346 162 279 224 274 1974 230 1744 127 1677 199 141 1617 1547 148
internal_count=2970 596 434 2374 155 2320 346 162 279 224 274 1974 230 1744 127 1677 199 141 1617 1547 148
is_linear=0
shrinkage=0.0032998


Tree=6592
num_leaves=15
num_cat=0
split_feature=4 1375 2 0 1 2 0 4 52 4 47 1 47 4
split_gain=0.610879 0.229684 0.2227 0.176977 0.27945 0.129212 0.129753 0.284285 0.123032 0.158705 0.166822 0.227532 0.146952 0.0893948
threshold=0.31392000000000003 -0.10702499999999998 0.14132000000000003 -0.15651999999999996 0.089395000000000016 -0.13746499999999998 -0.11167499999999998 0.5124550000000001 -0.56274499999999994 -0.5109999999999999 0.079525000000000012 0.10471000000000001 0.093765000000000015 0.42642000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -2 13 -8 -5 -10 11 -11 -12 -7
right_child=5 2 -4 8 -6 6 7 -9 9 10 12 -13 -14 -15
leaf_value=-0.0031855173146039086 0.0068679400238947069 0.0069620037735352623 -0.0013693705213568298 0.015168586836987756 0.023155798401814316 -0.0021500105032736896 0.0025572919142468559 -0.011869688489594958 -0.0018937432953774133 0.00716811155698559 0.017219468615895316 6.9739908933016313e-05 0.0086754527749145858 0.0072303450693555101
leaf_weight=61 53 73 82 54 52 64 70 86 55 1839 79 138 212 52
leaf_count=61 53 73 82 54 52 64 70 86 55 1839 79 138 212 52
internal_value=0 0.0070009 0.00724206 0.00752501 0.013713 -0.000725574 -0.0022118 -0.00538453 0.00719884 0.00701281 0.00722959 0.00667353 0.0110011 0.00203949
internal_weight=0 2645 2584 2502 125 325 272 156 2377 2323 2268 1977 291 116
internal_count=2970 2645 2584 2502 125 325 272 156 2377 2323 2268 1977 291 116
is_linear=0
shrinkage=0.16829


Tree=6593
num_leaves=21
num_cat=0
split_feature=4 2 123 2 150 15 4 4 148 48 2 11 47 157 159 0 133 2 4 0
split_gain=16.4869 5.48208 1.84055 1.06275 2.46645 0.966701 1.02439 0.823547 0.516263 0.499018 0.483414 0.362723 0.358172 0.34407 0.316499 0.267819 0.265799 0.237291 0.068723 0.0671102
threshold=0.27998000000000006 0.13388500000000003 1.0000000180025095e-35 0.097005000000000022 0.082085000000000019 -0.43091499999999999 0.51326500000000019 0.42642000000000008 -0.043434999999999994 0.08956500000000002 -0.054704999999999997 1.0000000180025095e-35 0.11771000000000002 -0.090294999999999986 0.10444500000000002 -0.06537999999999998 0.085835000000000009 0.10523 -0.067014999999999977 -0.18240499999999996
decision_type=2 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 11 6 -2 19 -1 -3 -10 15 13 -12 -8 17 -4 -5 -17 -7
right_child=5 9 16 4 -6 7 14 -9 10 -11 12 -13 -14 -15 -16 18 -18 -19 -20 -21
leaf_value=0.0010647371805297043 0.0010330145484861411 0.00077594034246344858 0.001065845818135486 0.0012505134957595274 0.00053438007669899328 0.00057070728805540889 0.00065422511502459795 1.2152271098183588e-05 0.0016785861289500879 0.00034151569055647618 0.0015959786446316077 0.0014796113538210441 0.0010850024027153039 0.0013515849788239668 0.00028840304957464496 0.0014185561167518955 0.00076147156449610459 0.0010501087899628602 0.0012659152139349937 0.00040078647865986276
leaf_weight=67 54 58 61 147 57 52 52 65 52 58 67 72 54 1615 52 69 67 121 76 54
leaf_count=67 54 58 61 147 57 52 52 65 52 58 67 72 54 1615 52 69 67 121 76 54
internal_value=0 0.00126099 0.00129322 0.00131384 0.00118477 0.000477461 0.000663734 0.000305144 0.00135153 0.000559032 0.00136226 0.00126114 0.00135277 0.00136134 0.000471653 0.00122296 0.0009068 0.00116016 0.00133879 0.000484476
internal_weight=0 2641 2525 2397 542 329 158 171 1855 116 1788 485 1736 1682 104 413 128 268 145 106
internal_count=2970 2641 2525 2397 542 329 158 171 1855 116 1788 485 1736 1682 104 413 128 268 145 106
is_linear=0
shrinkage=0.0032998


Tree=6594
num_leaves=13
num_cat=0
split_feature=2 30 8 0 3 16 2 1 0 16 0 43
split_gain=0.39919 0.315667 0.198899 0.165057 0.154513 0.44699 0.133507 0.134682 0.434276 0.114941 0.0872025 0.175317
threshold=0.13631000000000001 0.085915000000000019 0.084325000000000011 0.12469500000000001 0.10021000000000001 -0.034004999999999994 -0.014989999999999998 0.10442000000000001 -0.11742499999999999 -0.15693499999999996 -0.062109999999999992 -0.049364999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 9 -9 -8 -2 -12
right_child=10 -3 -4 -5 5 -7 7 8 -10 -11 11 -13
leaf_value=0.01505770835656519 0.0028273861235619804 -0.0039348119443317134 -0.0027966436259453105 0.014973095346058566 0.0092432420384656565 -0.0078310008284280825 0.01183544229855686 -0.0097614125973748724 0.0071779500053115817 0.0070656066018989633 0.001999498287508155 -0.010922759294947092
leaf_weight=60 92 79 59 73 103 75 156 56 182 1916 63 56
leaf_count=60 92 79 59 73 103 75 156 56 182 1916 63 56
internal_value=0 0.00653532 0.00684463 0.00706234 0.00683499 0.00203895 0.00719445 0.00698943 0.00318467 0.00742559 -0.0010521 -0.00406647
internal_weight=0 2759 2680 2621 2548 178 2370 2310 238 2072 211 119
internal_count=2970 2759 2680 2621 2548 178 2370 2310 238 2072 211 119
is_linear=0
shrinkage=0.16829


Tree=6595
num_leaves=19
num_cat=0
split_feature=2 3 156 1427 2 150 2 1 4 1 4 2 3 2 3 4 2 2
split_gain=0.52336 0.249916 0.279077 0.156562 0.194202 0.147888 0.182941 0.237252 0.173747 0.149056 0.174454 0.141042 0.127825 0.145933 0.164227 0.285439 0.08903 0.128351
threshold=0.25063000000000007 -0.024819999999999998 0.10280000000000002 0.082260000000000014 0.13388500000000003 0.090965000000000004 0.079570000000000016 0.087545000000000026 0.0048200000000000005 0.097305000000000016 -0.0083149999999999977 0.097300000000000011 -0.062694999999999987 0.10179000000000001 -0.16100499999999998 -0.14595999999999995 0.11870500000000002 0.11366500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 12 6 8 11 -3 -9 -11 -8 13 14 -1 -16 17 -15
right_child=-2 2 -4 -5 -6 -7 7 9 -10 10 -12 -13 -14 16 15 -17 -18 -19
leaf_value=0.015057564542903442 -0.010717975372261183 -0.0087093780202317748 0.014086978450538867 0.013798297168784567 -0.0036573909188393709 -0.0039456721662352303 0.013895075124715517 -0.0064522556011145406 0.0029151151409527766 0.011976296003168602 0.00033337283135256385 0.003541665096275794 0.012766923008224192 0.0034007478475832752 -0.0051474294943785713 0.0069567675100466759 0.0082869439686373472 -0.0060507637463250623
leaf_weight=67 56 63 58 82 54 103 98 52 86 52 123 61 90 186 57 1581 67 52
leaf_count=67 56 63 58 82 54 103 98 52 86 52 123 61 90 186 57 1581 67 52
internal_value=0 0.00569504 0.00290554 0.00656252 0.00628623 0.00188623 0.00301237 0.00494717 -0.00198788 0.00144606 0.00380325 0.00993431 0.00654278 0.0062632 0.00687044 0.00653446 0.0028627 0.00132816
internal_weight=0 2932 696 2236 2154 638 535 386 149 227 175 159 2100 2010 1705 1638 305 238
internal_count=2988 2932 696 2236 2154 638 535 386 149 227 175 159 2100 2010 1705 1638 305 238
is_linear=0
shrinkage=0.16829


Tree=6596
num_leaves=16
num_cat=0
split_feature=2 40 3 475 3 2 3 457 1209 160 15 3 15 457 40
split_gain=0.362153 0.194466 0.145807 0.179457 0.167683 0.149261 0.330553 0.131026 0.123569 0.134417 0.130588 0.131485 0.126768 0.105677 0.0827066
threshold=0.25063000000000007 0.09888000000000001 -0.024819999999999998 0.056735000000000001 -0.015169999999999998 0.079570000000000016 1.0000000180025095e-35 0.092385000000000009 0.086895000000000014 -0.53327999999999987 -0.41956999999999994 -0.077849999999999989 0.085550000000000015 -0.016289999999999995 -0.0079899999999999988
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 -6 13 9 -1 -11 -12 -10 -7 -15
right_child=-2 -3 4 -5 5 7 -8 -9 12 10 11 -13 -14 14 -16
leaf_value=0.00016705706189870911 -0.008914249893271213 -0.0051594920694000368 -0.0063462618842642466 -0.0035595248367467753 0.007514487350090417 -0.0007691881868308858 -0.0096180320528239504 -0.0021703233190716021 -0.0045951449724929948 -0.001806768350134881 0.0059677460698785087 0.009402909855867737 0.0054649466948963671 0.0032594260305568081 0.0088168170238339706
leaf_weight=101 56 55 53 59 60 56 68 64 63 52 1459 406 81 112 243
leaf_count=101 56 55 53 59 60 56 68 64 63 52 1459 406 81 112 243
internal_value=0 0.00473714 0.00492696 0.00557884 0.00271717 0.00351677 -0.00157313 0.00489215 0.00582905 0.0061691 0.00648439 0.00671653 0.00105118 0.00599627 0.00706856
internal_weight=0 2932 2877 2221 656 603 128 475 2162 2018 1917 1865 144 411 355
internal_count=2988 2932 2877 2221 656 603 128 475 2162 2018 1917 1865 144 411 355
is_linear=0
shrinkage=0.16829


Tree=6597
num_leaves=22
num_cat=0
split_feature=4 13 376 4 14 14 0 0 4 4 15 0 43 15 4 42 15 0 0 15 49
split_gain=12.6914 2.74195 1.15431 1.01644 0.956505 0.872655 1.19595 0.959515 1.10746 0.462483 0.372833 0.528607 0.383816 0.322918 0.389563 0.273537 0.186694 0.13842 0.0828777 0.0852628 0.0644831
threshold=0.31392000000000003 -0.16392499999999996 0.076485000000000011 0.024470000000000002 -0.45687499999999998 0.073890000000000011 -0.11073999999999999 -0.068669999999999995 -0.40515499999999993 -0.0023699999999999997 -0.41725999999999991 -0.10147999999999999 -0.0068849999999999996 -0.065419999999999992 0.064860000000000015 0.086745000000000003 -0.016999999999999998 -0.105195 -0.11262999999999999 -0.080724999999999977 0.088805000000000009
decision_type=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 -2 6 9 15 -9 -3 12 -12 -6 18 -15 -8 -16 -1 -5 20 -20
right_child=4 2 -4 13 10 -7 7 8 -10 -11 11 -13 -14 14 16 -17 -18 -19 19 -21 -22
leaf_value=0.00073356981831245024 0.00081466682760632388 0.00065821990344460226 0.00080272676720769735 0.0011940713163793011 0.00029394991535041585 0.0015519298484789128 0.0012804024519302972 0.0012684675049987151 0.00091310305187078031 0.0010842976837500933 0.00039628561240777365 -2.4953906627023547e-05 0.00066123832028544235 0.00066243958784684934 0.00087513583045434828 0.0011872057463140795 0.0011569769012297526 0.00049475389285184336 0.0010788187904750177 0.0011626253663109113 0.00091416085128808735
leaf_weight=57 60 61 98 68 61 74 902 164 232 52 83 53 64 52 54 580 52 52 58 55 56
leaf_count=57 60 61 98 68 61 74 902 164 232 52 83 53 64 52 54 580 52 52 58 55 56
internal_value=0 0.00113322 0.00115508 0.0011691 0.000438535 0.00119853 0.00118538 0.00120526 0.00106036 0.000854603 0.000351933 0.000231867 0.000482283 0.00101515 0.000898338 0.00124395 0.00101373 0.000619963 0.00109288 0.00105195 0.000998243
internal_weight=0 2667 2558 2460 321 2065 1991 1878 396 113 261 136 125 395 158 1482 106 109 237 169 114
internal_count=2988 2667 2558 2460 321 2065 1991 1878 396 113 261 136 125 395 158 1482 106 109 237 169 114
is_linear=0
shrinkage=0.0032998


Tree=6598
num_leaves=16
num_cat=0
split_feature=1 150 132 0 456 1443 15 157 157 13 42 15 1429 160 131
split_gain=0.307139 0.163756 0.103802 0.180377 0.129188 0.158317 0.137407 0.140503 0.21206 0.125596 0.190267 0.101846 0.0936571 0.0599795 0.0922236
threshold=0.13699000000000003 -0.094239999999999977 0.082230000000000011 -0.056754999999999993 0.088285000000000016 1.0000000180025095e-35 0.085095000000000018 -0.082134999999999986 -0.077654999999999988 0.06211500000000001 0.086635000000000004 -0.40992999999999996 0.083985000000000018 -1.0000000180025095e-35 0.10340500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 13 5 6 7 12 -9 10 -8 -2 -3 -4 -15
right_child=11 2 3 -5 -6 -7 9 8 -10 -11 -12 -13 -14 14 -16
leaf_value=-0.0030188288296227371 0.0018464575294280746 0.006301326106618029 -0.0001229026353123697 -0.0069193638416026734 0.01190890722534114 -0.0023935981035900578 0.011628005749216547 -0.0063366406148786629 0.0044101228678098767 0.0017707624645879882 0.0058129819711845261 -0.0065378022321637879 0.014231175484276146 0.0098133002808638171 0.0011131882046267433
leaf_weight=71 78 137 63 52 86 74 271 54 1320 100 392 86 62 81 61
leaf_count=71 78 137 63 52 86 74 271 54 1320 100 392 86 62 81 61
internal_value=0 0.00494514 0.00515118 0.00191998 0.00548316 0.00525312 0.00549612 0.00459415 0.00398645 0.00735327 0.00819257 -0.00253921 0.00878096 0.00417092 0.00608858
internal_weight=0 2824 2753 257 2496 2410 2336 1573 1374 763 663 164 199 205 142
internal_count=2988 2824 2753 257 2496 2410 2336 1573 1374 763 663 164 199 205 142
is_linear=0
shrinkage=0.16829


Tree=6599
num_leaves=29
num_cat=0
split_feature=39 16 42 0 0 42 16 42 16 51 39 0 157 0 42 475 0 0 0 16 42 0 130 130 16 51 130 475
split_gain=6.8112 1.84178 1.46005 1.10652 0.910914 0.787834 0.778942 0.674602 0.657926 0.590464 0.47948 0.477312 0.465413 0.446203 0.439128 0.311294 0.307384 0.220798 0.293199 0.180469 0.177717 0.164801 0.137048 0.158543 0.119527 0.0919721 0.0893507 0.0390218
threshold=0.0047850000000000011 -0.28430999999999995 -1.0000000180025095e-35 -0.069414999999999991 -0.099704999999999974 0.0069650000000000016 0.066010000000000013 0.073240000000000013 -0.013819999999999997 -0.15136499999999997 0.087880000000000014 -0.14867499999999997 -0.0048549999999999991 -0.12851999999999997 0.087885000000000019 -0.070074999999999985 -0.052874999999999998 -0.097774999999999987 -0.016414999999999996 0.054560000000000004 0.089840000000000017 -0.15127999999999997 0.087755000000000014 0.006490000000000001 0.092980000000000021 0.086950000000000013 0.10820000000000002 -0.017224999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 7 21 8 11 14 -6 -4 25 27 -13 -5 -14 -17 -12 -19 22 -7 -1 23 -11 -21 -3 -24 -8
right_child=2 3 10 6 9 20 12 -9 -10 19 17 13 15 -15 -16 16 -18 18 -20 24 -22 -23 26 -25 -26 -27 -28 -29
leaf_value=0.00053014324967455247 0.0010260564857517327 0.0010654931089215411 0.00067228082131088511 0.00066788024820140467 0.00083324941391204721 0.0011421144821016523 0.0012724888170923996 0.0012253246745087562 0.00044125226617786712 0.0011681885047454155 0.0005388175318689802 0.00049212893583765779 0.0011567229582494626 0.00091694933693678069 0.0010574096014091495 0.0010524528663448406 0.00074604911763913708 0.0001832512032684982 0.00047990477413219641 0.00091044179863350319 0.00087202524619113574 0.00073687021443900533 0.0010052891788073159 0.0013479191066152801 0.0011099196069559625 0.0008806556216437271 0.0011729380854997181 0.0011350530635702103
leaf_weight=74 58 79 79 58 67 55 55 71 52 1105 61 57 53 52 71 58 97 91 61 52 55 103 96 59 103 52 61 53
leaf_count=74 58 79 79 58 67 55 55 71 52 1105 61 57 53 52 71 58 97 91 61 52 55 103 96 59 103 52 61 53
internal_value=0 0.00103751 0.000547372 0.00106802 0.00110518 0.000787497 0.000929306 0.000941607 0.00075596 0.00113813 0.000452171 0.000857527 0.00102848 0.000695119 0.000882545 0.00093647 0.000860931 0.000370368 0.000302535 0.00115195 0.00100739 0.000650641 0.00116468 0.00117733 0.00104323 0.000992391 0.00107065 0.00120537
internal_weight=0 2638 350 2351 1854 287 497 311 181 1543 292 240 316 109 129 208 155 213 152 1476 110 177 1321 1164 155 131 157 108
internal_count=2988 2638 350 2351 1854 287 497 311 181 1543 292 240 316 109 129 208 155 213 152 1476 110 177 1321 1164 155 131 157 108
is_linear=0
shrinkage=0.0032998


Tree=6600
num_leaves=28
num_cat=0
split_feature=1 3 52 4 1 47 52 49 15 3 52 3 47 150 3 4 3 157 4 16 43 16 4 43 3 52 160
split_gain=6.62779 1.82761 1.24481 0.646179 0.580768 0.572523 0.535731 0.411376 0.307346 0.295362 0.274141 0.246393 0.195715 0.187625 0.273469 0.177108 0.219457 0.187878 0.154839 0.146947 0.212566 0.145638 0.170373 0.149123 0.135091 0.101778 0.0296132
threshold=0.10123500000000001 0.3148450000000001 -0.41694999999999993 0.0072100000000000003 0.083670000000000008 0.078345000000000012 0.12484500000000003 0.091380000000000003 0.087885000000000019 0.092005000000000017 0.042815000000000006 -0.14088999999999999 0.12070500000000002 0.10019000000000002 0.040040000000000006 -0.50139499999999992 -0.15755 -0.086319999999999994 -0.0065849999999999997 0.0054050000000000009 0.05259500000000001 -0.086219999999999977 -0.08231999999999999 -0.012264999999999998 -0.079459999999999989 0.057445000000000003 -0.088099999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 7 6 11 25 9 15 -9 -4 -7 14 -13 -1 -17 26 -19 20 21 -10 -23 -24 -22 -5 -18
right_child=1 -3 5 4 -6 12 -8 10 19 -11 -12 13 -14 -15 -16 16 17 18 -20 -21 24 22 23 -25 -26 -27 -28
leaf_value=0.0011378623295081182 0.00092628736218415206 8.601785761139939e-05 0.00059897743578499652 0.0010114544465103859 0.00048634162972022036 0.00080250196535293795 0.00076137942249685268 0.00058100768383365347 0.0010633669919108727 0.00072642657476879014 0.00087959842099184554 0.00035118175745519991 0.00056065195593544453 0.00019917085136707456 0.00062117210944454015 0.00072736967121400761 0.00076069096749467363 0.00093964757980694806 0.0010417011781263478 0.00072050652352904638 0.00063488290762816807 0.00074642761240469166 0.00086317981157730693 0.0010422483190776547 0.00084875523582017282 0.00082800176116243481 0.00087572957072387528
leaf_weight=52 97 93 63 90 73 84 55 92 56 72 54 186 67 57 53 53 56 718 220 95 62 83 158 79 72 57 59
leaf_count=52 97 93 63 90 73 84 55 92 56 72 54 186 67 57 53 53 56 718 220 95 62 83 158 79 72 57 59
internal_value=0 0.000519618 0.000580478 0.00087805 0.000750879 0.000521047 0.00045736 0.000816668 0.000903396 0.000933611 0.000691687 0.000410685 0.000695424 0.00037049 0.000411202 0.000946462 0.000937432 0.000947971 0.000963621 0.000841909 0.000864454 0.000905127 0.000877325 0.000923018 0.000750062 0.000940559 0.000820017
internal_weight=0 755 662 2201 366 565 414 293 1835 1230 146 359 151 296 239 1158 1106 1053 938 605 510 376 320 237 134 147 115
internal_count=2956 755 662 2201 366 565 414 293 1835 1230 146 359 151 296 239 1158 1106 1053 938 605 510 376 320 237 134 147 115
is_linear=0
shrinkage=0.0032998


Tree=6601
num_leaves=14
num_cat=0
split_feature=1 2 0 4 16 1373 151 1 49 1452 0 13 4
split_gain=0.313184 0.234535 0.185161 0.183593 0.204487 0.231418 0.220461 0.201473 0.184388 0.154957 0.108426 0.103956 0.0325374
threshold=0.15314500000000003 -0.080859999999999974 -0.073254999999999987 0.27258000000000004 -0.20132999999999998 0.081160000000000024 0.085710000000000022 0.082135000000000014 -0.082254999999999981 1.0000000180025095e-35 -0.16423499999999996 -0.076349999999999987 0.18095500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 8 12 -6 -10 -5 -12 -3
right_child=-2 3 -4 10 5 -7 -8 -9 9 -11 11 -13 -14
leaf_value=0.019792143064779083 -0.0072724303069589321 0.0033312859147871274 0.0062624815328270094 -0.004870059286373506 0.011576534587112471 0.015300172322294497 -0.0055487904206370361 0.017997365012434482 0.0039357102609831763 0.010405625432066549 0.0072188274366290044 -0.001127906082201507 0.009061329766553031
leaf_weight=52 61 57 65 80 103 56 62 65 2016 111 77 93 58
leaf_count=52 61 57 65 80 103 56 62 65 2016 111 77 93 58
internal_value=0 0.00490094 0.012291 0.00458905 0.00501932 0.00459888 0.00433664 0.0104937 0.00461228 0.0042742 0.000231026 0.00264211 0.00623684
internal_weight=0 2895 117 2778 2528 2348 2292 180 2230 2127 250 170 115
internal_count=2956 2895 117 2778 2528 2348 2292 180 2230 2127 250 170 115
is_linear=0
shrinkage=0.16829


Tree=6602
num_leaves=18
num_cat=0
split_feature=11 2 3 13 49 0 0 49 3 16 1456 150 10 0 0 12 13
split_gain=0.244919 0.228097 0.361067 0.168072 0.180616 0.168866 0.163782 0.160504 0.152167 0.147703 0.141147 0.153938 0.176871 0.15848 0.159071 0.131422 0.0959611
threshold=0.079700000000000007 0.10523 -0.096384999999999985 -0.10142999999999998 -0.05529499999999999 -0.074679999999999983 -0.11262999999999999 -0.14731999999999998 -0.18945499999999996 -0.28430999999999995 -0.23557499999999995 -0.083844999999999989 0.057650000000000007 0.048235000000000007 -0.053834999999999994 1.0000000180025095e-35 -0.016319999999999998
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 9 -4 -1 -2 -6 -9 -12 13 14 -13 -7 -17
right_child=8 2 3 4 5 15 -8 10 -10 -11 11 12 -14 -15 -16 16 -18
leaf_value=-0.0040767323292491267 0.004608674520885505 -0.012158585696606114 0.0019714158432187255 0.011698346339702723 0.0027549117315507129 0.01118424564947317 -0.010550950519107353 0.012958789629764222 0.0140911032842759 -0.0080529044990593889 0.012571583815470359 0.00435208123721604 -0.0056295577326372654 0.011794972588310663 -0.002743445760719004 0.0056169209029579481 -0.0026718102032452415
leaf_weight=63 91 57 65 64 73 66 54 55 103 70 62 1746 52 77 94 98 66
leaf_count=63 91 57 65 64 73 66 54 55 103 70 62 1746 52 77 94 98 66
internal_value=0 0.00346024 0.00059336 0.0019039 0.00343289 0.00200988 -0.00369591 0.00427718 0.00965242 -0.00252306 0.00453034 0.00430121 0.00403988 0.00430311 0.00398862 0.004836 0.00227026
internal_weight=0 2762 613 556 437 373 119 2149 194 143 2086 2031 1969 1917 1840 230 164
internal_count=2956 2762 613 556 437 373 119 2149 194 143 2086 2031 1969 1917 1840 230 164
is_linear=0
shrinkage=0.16829


Tree=6603
num_leaves=28
num_cat=0
split_feature=1 52 1 12 12 10 1 160 12 51 160 124 13 12 12 16 1210 3 42 13 12 3 12 1456 1 42 52
split_gain=8.92083 2.18337 1.16224 0.952416 0.848746 0.704005 0.558336 0.416985 0.362654 0.351833 0.292575 0.384517 0.263076 0.237527 0.295934 0.236701 0.220702 0.244881 0.221755 0.256711 0.189176 0.177682 0.162752 0.162264 0.0742317 0.0633916 0.0729875
threshold=0.10123500000000001 -0.41694999999999993 0.12313000000000002 0.089855000000000004 0.093125000000000013 -0.088499999999999981 0.092395000000000019 -0.5242349999999999 -1.0000000180025095e-35 -0.16697999999999999 -1.0000000180025095e-35 -0.082389999999999977 -0.076179999999999984 0.11619500000000001 0.108115 -0.096149999999999985 -0.068764999999999979 -0.083154999999999993 0.086745000000000003 0.080625000000000016 -0.087789999999999993 -0.073614999999999986 0.099170000000000022 -1.0000000180025095e-35 0.077845000000000011 0.094640000000000016 0.0030150000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 10 6 -4 7 -1 20 -9 -3 -12 -8 14 21 -13 17 -11 19 -18 -7 24 -5 -20 25 26 -6
right_child=1 2 5 22 13 8 12 9 -10 16 11 15 -14 -15 -16 -17 18 -19 23 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0012616703643174598 0.0010066121551555735 0.00066149401452383514 -1.0096346153113131e-05 0.00098838236472913979 0.00080693118054673456 0.00042246425540769315 0.00061233189107483623 0.00073505467047211041 0.00054999282389734511 0.0010112785342831292 0.00063857914752086435 0.00044727109870004023 0.00092221061486223688 0.00068603656619199032 0.0010922279644658868 0.00015942679196989372 0.0010449163977947068 0.0013213809338747055 0.00076117775083149673 0.00080276807524698793 0.00016840465271704213 0.00072549643104728701 0.00073290877051842987 0.00096159022191673522 0.00080760895711767778 0.0010037412609968707 0.00095283223229461163
leaf_weight=73 97 75 57 52 80 59 55 52 99 62 58 67 68 83 63 59 823 53 53 52 71 102 61 328 101 72 81
leaf_count=73 97 75 57 52 80 59 55 52 99 62 58 67 68 83 63 59 823 53 53 52 71 102 61 328 101 72 81
internal_value=0 0.000544113 0.00047588 0.000597587 0.000959922 0.000317452 0.000998899 0.00101655 0.000399135 0.00100395 0.000486983 0.00041566 0.000783933 0.000851435 0.000878876 0.000312766 0.00101412 0.0011545 0.00100124 0.00103057 0.00028398 0.000847966 0.000850784 0.000933804 0.000885262 0.000918771 0.000880554
internal_weight=0 755 658 372 2201 286 1619 1496 229 1423 259 184 123 582 499 126 1371 115 1256 875 130 436 113 381 334 233 161
internal_count=2956 755 658 372 2201 286 1619 1496 229 1423 259 184 123 582 499 126 1371 115 1256 875 130 436 113 381 334 233 161
is_linear=0
shrinkage=0.0032998


Tree=6604
num_leaves=24
num_cat=0
split_feature=1 52 1 12 11 124 15 4 4 3 52 4 15 49 12 12 133 4 15 3 15 3 12
split_gain=29.9825 6.86655 3.70548 4.07893 2.56656 2.39301 1.78076 1.07465 1.0087 0.758682 0.513454 0.426224 0.398246 0.360024 0.436509 0.348546 0.326378 0.3248 0.31783 0.235749 0.20846 0.168429 0.114892
threshold=0.10404000000000001 -0.41694999999999993 0.13300500000000001 0.088965000000000002 1.0000000180025095e-35 -0.082389999999999977 0.033605000000000003 0.27998000000000006 0.008570000000000003 -0.12077499999999998 0.037045000000000002 0.064860000000000015 -0.45775499999999997 -0.079769999999999994 0.093910000000000007 -0.089649999999999994 -1.0000000180025095e-35 -0.085474999999999982 -0.050529999999999999 0.10661500000000002 -0.091554999999999984 -0.022704999999999996 0.089035000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 15 5 -1 -6 -4 9 -7 18 -5 -9 -11 17 -3 -16 -15 22 21 -12 -17 -10
right_child=1 2 7 11 6 8 -8 12 10 13 20 -13 -14 14 16 19 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00068751073283912717 0.0014596325818527908 0.0005762547672150338 0.00037023791622713776 0.0012898574874243385 0.0014191167804694879 0.00095771402064084279 0.0021694480389847864 7.7926767459030719e-05 0.00082557396755239705 0.0011367141989587423 0.0014264398377226402 0.0008963582393845663 -0.00027407245039487584 0.0014904248057422181 0.0014204305430004984 0.00032389682781970618 0.001193044831440319 0.0013528937314572572 0.0012441607971102214 0.00041409538006516349 0.0011478742723981734 6.5624765680182351e-05 0.001017232516454393
leaf_weight=74 74 62 74 59 84 60 59 62 58 94 64 63 80 240 94 53 281 963 53 95 58 58 94
leaf_count=74 74 62 74 59 84 60 59 62 58 94 64 63 80 240 94 53 281 963 53 95 58 58 94
internal_value=0 0.000510551 0.000394598 0.000586636 0.00130029 0.00127154 0.00172894 4.77003e-05 0.00129251 0.00132436 0.00112371 0.00108695 -0.000120135 0.0013375 0.00134944 0.000358751 0.00125014 0.00138036 0.00102202 0.000293118 0.0012943 0.000189261 0.000944331
internal_weight=0 680 606 390 2276 2133 143 216 2059 1732 327 122 142 1672 1578 268 375 1203 205 206 122 111 152
internal_count=2956 680 606 390 2276 2133 143 216 2059 1732 327 122 142 1672 1578 268 375 1203 205 206 122 111 152
is_linear=0
shrinkage=0.0032998


Tree=6605
num_leaves=23
num_cat=0
split_feature=15 16 403 1210 40 3 16 157 1 1213 49 16 49 43 0 43 15 43 1 1 133 475
split_gain=0.436375 0.33547 0.248225 0.396438 0.157381 0.128396 0.124101 0.119872 0.136141 0.11852 0.115354 0.13341 0.240051 0.125844 0.111642 0.107734 0.0913313 0.0924892 0.0834237 0.08282 0.0819343 0.07448
threshold=-0.26361999999999991 -0.42170999999999997 -0.081424999999999984 -0.08019999999999998 1.0000000180025095e-35 -0.082274999999999987 -0.010504999999999999 -0.21450999999999998 0.089680000000000024 0.053000000000000012 0.094245000000000009 -0.23389999999999997 -0.045154999999999994 0.062770000000000006 -0.13165999999999997 -0.0071849999999999995 0.084845000000000018 -0.025079999999999995 0.081905000000000019 0.13472500000000001 0.28072000000000003 -0.086839999999999987
decision_type=2 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 7 15 -3 -4 9 14 11 12 -10 -13 18 16 -5 -18 -9 -1 -7 -16
right_child=2 6 4 5 -6 20 -8 8 10 -11 -12 13 -14 -15 21 -17 17 -19 -20 -21 -22 -23
leaf_value=0.009040684012895938 -0.0096100167396512871 -0.014628896141936498 0.012612773632403693 0.0073748554616862973 -0.0022574635229712652 0.012113393523499822 -0.0035022764257501256 0.015822932311541651 0.0032247138983982591 0.013639152602255228 -0.0020698686358732038 0.0046326671818497861 0.018472968698194647 -0.0040603590460433492 0.012248215787500027 -0.0051131115060689359 0.0046628057190341394 -0.0039714922193404027 0.0070156436310179031 -0.00017070105733071718 0.0040586265933440779 0.0058704461389877966
leaf_weight=53 72 54 83 95 62 70 61 63 66 74 74 487 53 52 55 52 75 66 61 57 75 1110
leaf_count=53 72 54 83 95 62 70 61 63 66 74 74 487 53 52 55 52 75 66 61 57 75 1110
internal_value=0 -0.00238209 0.0053217 0.00194601 0.00608193 0.00387172 -0.00874257 0.00632015 0.00606999 0.00706613 0.0042127 0.00492198 0.0100311 0.00379067 0.00668738 0.00180738 0.00333984 0.000608478 0.0115048 0.00425118 0.00795953 0.00617308
internal_weight=0 225 2745 505 2240 433 115 2178 2095 1363 732 658 119 539 1289 288 236 141 124 110 145 1165
internal_count=2970 225 2745 505 2240 433 115 2178 2095 1363 732 658 119 539 1289 288 236 141 124 110 145 1165
is_linear=0
shrinkage=0.16829


Tree=6606
num_leaves=19
num_cat=0
split_feature=15 52 123 403 1210 1210 40 2 160 402 403 133 51 133 1452 51 4 4
split_gain=0.302132 0.304474 0.180645 0.171681 0.274302 0.120335 0.139982 0.118603 0.179281 0.131196 0.12024 0.115981 0.102926 0.0902105 0.0813202 0.114642 0.16163 0.0986788
threshold=-0.26361999999999991 0.056265000000000009 0.086870000000000017 -0.081424999999999984 -0.08019999999999998 -0.077834999999999988 1.0000000180025095e-35 0.10060500000000001 -0.020114999999999997 -0.020594999999999999 -0.45015499999999992 -0.011534999999999998 0.17005500000000004 0.25273000000000007 0.087675000000000017 0.099470000000000017 -0.049279999999999997 -0.4950449999999999
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 -5 12 8 -6 10 -10 -11 14 -13 15 17 -17 -7
right_child=3 -3 -4 5 7 6 -8 -9 9 11 -12 13 -14 -15 -16 16 -18 -19
leaf_value=-0.010612692502797866 -0.0079927488003205503 0.0071231300703584266 0.0012986320487764446 0.012577730031608465 0.011956297492843016 0.0098210040021223469 -0.0031427241379828694 -0.0037075187148222686 0.0017130124015740308 0.0043614138595483116 0.013094619038814325 -0.0088305185293484755 0.012157695087276365 0.0010087039752606621 0.009970080158600729 -0.0071672466487915148 0.0042776093069119628 0.0047117772637540857
leaf_weight=97 72 71 57 59 71 115 60 60 54 91 52 52 57 53 86 54 99 1710
leaf_count=97 72 71 57 59 71 115 60 60 54 91 52 52 57 53 86 54 99 1710
internal_value=0 -0.00198255 -0.00619229 0.00442677 0.00161852 0.00505908 0.00485486 0.00322084 0.00434014 0.00254364 0.00731339 -2.67543e-05 0.00508195 -0.00384694 0.00488567 0.0046637 0.000226506 0.00503471
internal_weight=0 225 154 2745 505 2240 2181 433 373 302 106 196 2121 105 2064 1978 153 1825
internal_count=2970 225 154 2745 505 2240 2181 433 373 302 106 196 2121 105 2064 1978 153 1825
is_linear=0
shrinkage=0.16829


Tree=6607
num_leaves=17
num_cat=0
split_feature=4 16 41 49 12 16 0 43 1209 42 42 1212 42 48 42 12
split_gain=0.216474 0.233138 0.148277 0.16205 0.12814 0.118213 0.225509 0.199579 0.109117 0.114256 0.249299 0.128434 0.165525 0.0987335 0.0959783 0.0884103
threshold=0.27258000000000004 -0.38959499999999997 0.083270000000000011 -0.15447499999999997 0.10331000000000001 -0.14463999999999996 -0.14076499999999997 -0.0068849999999999996 -0.085894999999999985 0.090485000000000024 0.092340000000000019 -0.0049949999999999986 0.088185000000000013 0.085790000000000019 0.083595000000000017 0.088325000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 -3 5 6 -2 -8 -5 11 -11 15 -13 -12 -1 -10
right_child=4 2 -4 8 -6 -7 7 -9 9 10 13 12 -14 -15 -16 -17
leaf_value=0.0066528613959974227 -0.0035764632777679269 0.012881290388740555 -0.0041254590631378939 -0.0040754319867188291 -0.0083820403488504575 -0.0061155351614568003 0.0015197146294819723 0.014823783338246951 0.013630397842791773 0.013731587515441923 0.0050548182599828894 0.003122557725927439 -0.0029940551554204489 -0.0027432578310610588 0.016097484389328804 0.0039755876870138148
leaf_weight=69 102 53 71 53 52 58 79 54 52 93 380 1553 136 52 56 57
leaf_count=69 102 53 71 53 52 58 79 54 52 93 380 1553 136 52 56 57
internal_value=0 0.00379903 0.00344334 0.00366532 -0.000680651 0.000680017 0.00236486 0.00693488 0.00345898 0.00363166 0.00581947 0.00299184 0.00262898 0.004112 0.0108984 0.00859804
internal_weight=0 2625 2500 2429 345 293 235 133 2376 2323 525 1798 1689 432 125 109
internal_count=2970 2625 2500 2429 345 293 235 133 2376 2323 525 1798 1689 432 125 109
is_linear=0
shrinkage=0.16829


Tree=6608
num_leaves=27
num_cat=0
split_feature=1 1 1 123 52 52 52 2 2 47 16 2 43 475 1 1 1 16 16 43 43 1213 16 52 1 42
split_gain=9.3391 1.64401 1.10686 1.05301 0.954041 0.796835 0.556013 0.441344 0.433278 0.299643 0.200362 0.197216 0.240348 0.252746 0.201382 0.191942 0.182576 0.176532 0.2275 0.169948 0.141192 0.176229 0.0767808 0.0592482 0.042369 0.0251952
threshold=0.10932500000000002 0.13612500000000002 0.095435000000000006 0.081630000000000022 -0.41694999999999993 0.12802500000000003 -0.11043499999999999 0.11366500000000002 0.095850000000000005 0.10364500000000001 -0.4193599999999999 0.088555000000000009 -0.090674999999999992 -0.085719999999999977 0.087720000000000006 1.0000000180025095e-35 0.077020000000000019 -0.085644999999999985 -0.0048749999999999991 -0.060849999999999994 0.11012500000000001 0.0041950000000000008 -0.08909499999999998 0.064135000000000011 0.117245 -0.047934999999999992
decision_type=2 2 2 2 2 2 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 6 -4 8 -2 11 -6 24 -3 12 16 -14 15 20 23 22 -19 -9 21 -13 -15 -1 -8 -22
right_child=1 10 4 -5 5 -7 9 19 -10 -11 -12 14 13 17 -16 -17 -18 18 -20 -21 25 -23 -24 -25 -26 -27
leaf_value=0.00097092347318293061 0.0010655858950778128 0.00012130575530071065 0.0011493656707534197 0.00035416622239183552 0.00078607012350094378 0.0010593376091708611 0.00053777769966802829 0.00098311723306099361 0.00046937867201099953 0.0008705289507546964 0.00035244875126736911 0.0010123714889875345 0.0013122503456279662 0.0011206922940339219 0.00082657208134027753 0.0012181203075231858 0.00081601961566242964 0.0010167610881190591 0.0011786074807721078 0.00075835673636593293 0.0009515276108571926 0.0012102377456535594 0.0012494156039452181 0.0011224264618623734 0.00065533326567445858 0.00084009576208538082
leaf_weight=68 52 71 78 96 93 61 70 71 97 65 98 555 59 229 62 54 60 454 124 81 57 56 73 58 76 52
leaf_count=68 52 71 78 96 93 61 70 71 97 65 98 555 59 229 62 54 60 454 124 81 57 56 73 58 76 52
internal_value=0 0.000524259 0.00100839 0.000650656 0.000829818 0.000730376 0.000758746 0.00103618 0.000624576 0.00068296 0.00025555 0.00104954 0.00107854 0.00110028 0.00101048 0.00102517 0.000968576 0.00108603 0.00105154 0.000863575 0.00101065 0.00103056 0.00115192 0.00104094 0.000599212 0.000898691
internal_weight=0 528 2442 359 329 251 263 2113 190 211 169 1961 1125 939 836 774 186 880 578 152 720 611 302 126 146 109
internal_count=2970 528 2442 359 329 251 263 2113 190 211 169 1961 1125 939 836 774 186 880 578 152 720 611 302 126 146 109
is_linear=0
shrinkage=0.0032998


Tree=6609
num_leaves=14
num_cat=0
split_feature=15 16 34 4 16 148 16 16 1 11 1 1 158
split_gain=0.189462 0.164286 0.118056 0.115511 0.178893 0.117735 0.113704 0.107035 0.163278 0.205628 0.195329 0.0773393 0.0556737
threshold=-0.26361999999999991 -0.42170999999999997 -0.081629999999999994 0.31392000000000003 -0.38959499999999997 -0.083019999999999983 -0.010504999999999999 0.62759500000000001 0.095785000000000009 0.079225000000000004 0.11097000000000001 0.13472500000000001 0.078875000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -2 4 12 -6 -3 8 9 -7 -10 -1 -4
right_child=2 6 3 -5 5 7 -8 -9 10 -11 -12 -13 -14
leaf_value=0.0080219542223618975 0.010925851879250862 -0.011328301181430057 0.0068770951470971007 -0.002195050283726113 0.010435676204307567 0.0040828135411590501 -0.00069155734455407752 0.0098151201679991962 -0.0036690243206878915 -0.0058363163506302855 0.0038266820042199916 -0.00088367486209846833 0.013681574652862348
leaf_weight=53 65 54 87 92 68 1850 61 70 201 61 193 57 58
leaf_count=53 65 54 87 92 68 1850 61 70 201 61 193 57 58
internal_value=0 -0.00124851 0.00382529 0.0036524 0.00386097 0.00351893 -0.00570183 0.00332014 0.00312211 0.00376525 0 0.00339089 0.00961128
internal_weight=0 225 2745 2680 2588 2443 115 2375 2305 1911 394 110 145
internal_count=2970 225 2745 2680 2588 2443 115 2375 2305 1911 394 110 145
is_linear=0
shrinkage=0.16829


Tree=6610
num_leaves=21
num_cat=0
split_feature=4 1211 4 133 159 51 42 1452 51 147 147 1 1 43 43 43 16 4 402 475
split_gain=0.20479 0.204023 0.204354 0.205261 0.18404 0.240123 0.225605 0.118782 0.118179 0.128379 0.109459 0.107151 0.105561 0.117036 0.0926674 0.138706 0.123755 0.070311 0.0489165 0.0472151
threshold=-0.082619999999999985 0.08789000000000001 -0.079374999999999987 -0.022249999999999995 -0.081944999999999976 0.091465000000000005 0.084360000000000004 0.084085000000000007 0.16362000000000002 0.089245000000000005 0.096370000000000011 0.10404000000000001 0.14720000000000003 -0.10945499999999998 -0.15450999999999995 -0.010264999999999998 -0.080909999999999996 -0.077044999999999988 -0.0065149999999999991 -0.018194999999999996
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 -1 6 11 8 9 12 -11 14 13 -4 -6 16 -16 -3 -5 -17
right_child=1 17 7 18 5 -7 -8 -9 -10 10 -12 -13 -14 -15 15 19 -18 -19 -20 -21
leaf_value=0.014590346481227095 0.0034290997245760434 0.012693624498258248 0.0071888711792304737 -0.0048481731528803888 -0.00049272665161314373 -0.0056164243571334409 0.013281710325682891 -0.0035838752606761684 -0.0051278393457313588 -0.0080772073652118758 0.0025242641992037338 -0.0030349514537579606 0.0092076322880121145 0.0023236772488556346 0.0061947883838698774 0.0074046574466907203 0.016110293599140187 0.0043395084465560028 -0.012228231440012749 0.0013991020816232194
leaf_weight=57 66 64 155 52 70 59 92 96 56 56 54 52 76 1497 95 52 58 53 52 133
leaf_count=57 66 64 155 52 70 59 92 96 56 56 54 52 76 1497 95 52 58 53 52 133
internal_value=0 0.00207637 0.0017046 -0.00389207 0.0054304 0.00457293 0.00566527 0.00218361 0.00247689 0.00270956 -0.00285652 0.00413807 0.00306493 0.00278124 0.00505668 0.00621129 0.00996535 0.00892464 -0.00855548 0.00309686
internal_weight=0 2277 2160 170 668 611 552 1990 1894 1838 110 460 1728 1652 408 338 153 117 104 185
internal_count=2945 2277 2160 170 668 611 552 1990 1894 1838 110 460 1728 1652 408 338 153 117 104 185
is_linear=0
shrinkage=0.16829


Tree=6611
num_leaves=16
num_cat=0
split_feature=150 14 4 40 0 1 43 1211 43 52 133 1429 1213 1 4
split_gain=0.203991 0.16623 0.17227 0.163396 0.206361 0.234892 0.141032 0.135657 0.160774 0.135627 0.238619 0.166766 0.173255 0.0851513 0.0463714
threshold=0.12302 -0.45687499999999998 -0.082619999999999985 -0.084754999999999983 0.024295000000000001 0.14533000000000004 -0.16130499999999998 0.08789000000000001 -0.083134999999999987 0.088030000000000011 -1.0000000180025095e-35 1.0000000180025095e-35 0.036805000000000011 0.080320000000000016 -0.077584999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 7 -3 8 -5 11 -11 12 13 -8 -9
right_child=-2 2 3 4 -6 -7 9 14 -10 10 -12 -13 -14 -15 -16
leaf_value=0.010863419657503893 -0.0069550321541051599 -0.0013588428361791707 -0.005542449813275915 0.0043302557698581224 -0.00831957277247951 0.013171151354416171 0.0039067146973485109 0.010952389758924633 0.00066509808488884794 0.019214100588994136 0.0041563583386855655 0.012975883969894584 0.010745082689009356 -0.0015790513292409354 0.0041242735966872199
leaf_weight=67 65 92 86 449 54 54 183 57 1390 53 69 56 70 142 58
leaf_count=67 65 92 86 449 54 54 183 57 1390 53 69 56 70 142 58
internal_value=0 0.00257148 0.00237334 0.00163929 0.00193969 0.00221648 0.00474169 0.00191282 0.00156094 0.00572432 0.0107126 0.00437097 0.00314648 0.00150433 0.00752427
internal_weight=0 2880 2813 2148 2062 2008 665 1954 1839 573 122 451 395 325 115
internal_count=2945 2880 2813 2148 2062 2008 665 1954 1839 573 122 451 395 325 115
is_linear=0
shrinkage=0.16829


Tree=6612
num_leaves=25
num_cat=0
split_feature=1 4 1 16 4 150 39 15 39 4 15 43 43 160 15 1 16 1 1 160 160 4 15 4
split_gain=15.4969 2.05955 1.99987 1.82327 0.876714 0.42732 0.510168 0.425671 0.479251 0.356287 0.328002 0.308877 0.254888 0.382063 0.245361 0.178679 0.177139 0.170067 0.152295 0.133998 0.150924 0.09328 0.0661896 0.00625145
threshold=0.10509 0.27258000000000004 0.13686500000000004 0.23599500000000004 0.0063750000000000013 0.094545000000000018 0.08481000000000001 -0.11739999999999999 0.08481000000000001 -0.5109999999999999 -0.11532999999999999 -0.0005399999999999999 -0.0018599999999999999 -0.0023799999999999997 0.11447500000000001 0.15390500000000004 -0.33811499999999994 0.11329500000000002 0.12019000000000001 -0.080384999999999984 0.091625000000000026 -0.011209999999999999 -0.056634999999999991 0.056815000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 7 6 11 21 9 -9 -6 -2 14 -14 -11 16 -4 -13 -8 -12 22 -1 23 -21
right_child=2 -3 15 -5 10 -7 18 8 -10 12 19 17 13 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.0015867808743433795 0.0010264871999257005 0.0005825005472166405 0.00028701176149396087 0.0011799904561259637 0.0013294630841000105 0.00042869922445518442 0.00066045376161247098 0.0015464312829144885 0.00096155154666152805 0.0013082732274944955 0.0011910377156224272 0.00058903433274714559 0.0010091654698830296 0.0012460325596709817 0.0011336203675657856 0.00020073653575256208 0.00055058680759358417 0.00083739173974842326 0.00041644394602116701 0.00098666210614739179 0.0011671966637808492 0.0013801966915338271 0.0008865285260280006 0.0010567676692341561
leaf_weight=52 57 52 54 92 58 71 58 52 56 1064 66 54 92 426 99 60 59 72 56 57 59 53 69 57
leaf_count=52 57 52 54 92 58 71 58 52 56 1064 66 54 92 426 99 60 59 72 56 57 59 53 69 57
internal_value=0 0.00123305 0.000650203 0.000764011 0.00124801 0.000659921 0.000715077 0.00127669 0.00126457 0.00127434 0.00109946 0.00082339 0.00126591 0.00120403 0.00129344 0.000347387 0.000424942 0.000731232 0.000540898 0.00105604 0.00101908 0.00148284 0.000971128 0.00102202
internal_weight=0 2312 633 460 2260 368 297 1894 1789 1733 366 183 1681 518 1163 173 113 126 114 308 242 105 183 114
internal_count=2945 2312 633 460 2260 368 297 1894 1789 1733 366 183 1681 518 1163 173 113 126 114 308 242 105 183 114
is_linear=0
shrinkage=0.0032998


Tree=6613
num_leaves=11
num_cat=0
split_feature=9 12 3 51 157 159 40 16 3 16
split_gain=0.205366 0.1527 0.147941 0.13025 0.107217 0.11495 0.175305 0.170174 0.119511 0.0689841
threshold=-0.08577499999999999 -0.22686499999999998 0.28833000000000003 0.24916000000000002 0.15092500000000003 0.10600500000000002 -0.094259999999999997 -0.039209999999999995 -0.23098999999999997 0.073820000000000011
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -7 -8 -9
right_child=1 2 -4 -5 -6 7 8 9 -10 -11
leaf_value=-0.0072376491157582273 0.011918501447089889 0.01330183912048883 -0.0045948162974060918 -0.005178107294904994 -0.0035593008960428671 -0.0086526161014665089 0.0099510414756265233 0.0055915067250798143 0.0032822025289949959 -0.0017400639383207167
leaf_weight=56 54 53 73 53 64 53 79 85 2312 63
leaf_count=56 54 53 73 53 64 53 79 85 2312 63
internal_value=0 0.00304285 0.00287316 0.00307119 0.00323324 0.00339828 0.00371652 -0.000462361 0.0035033 0.0024585
internal_weight=0 2889 2835 2762 2709 2645 2444 201 2391 148
internal_count=2945 2889 2835 2762 2709 2645 2444 201 2391 148
is_linear=0
shrinkage=0.16829


Tree=6614
num_leaves=28
num_cat=0
split_feature=3 3 15 2 2 2 0 2 16 16 0 0 0 3 159 2 16 0 2 2 159 403 155 3 3 3 0
split_gain=22.2845 6.16227 4.32888 3.35915 1.81695 1.48134 1.33891 1.52395 1.32293 1.26104 0.761315 0.732528 0.715474 0.692067 0.552155 0.470366 0.327852 0.288936 0.370199 0.250068 0.249678 0.248882 0.181869 0.187705 0.129844 0.104907 0.0925522
threshold=-0.059315 0.28833000000000003 -0.24211499999999997 0.11504500000000002 0.10393500000000001 0.072175000000000017 -0.12851999999999997 0.13388500000000003 0.26411500000000004 -0.4193599999999999 -0.11167499999999998 -0.09633499999999999 -0.076589999999999978 -0.075914999999999996 0.081975000000000006 0.092645000000000019 0.064455000000000012 -0.079324999999999993 0.094485000000000013 0.14346500000000004 -0.034019999999999988 -0.50113499999999989 0.098655000000000007 -0.12711499999999995 -0.082234999999999989 -0.069724999999999995 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 9 5 12 -6 -8 -5 10 -1 -2 -4 17 15 -7 25 18 21 -3 -19 -11 23 -22 -23 26 -15
right_child=1 19 4 8 6 14 7 -9 -10 13 -12 -13 -14 16 -16 -17 -18 20 -20 -21 22 24 -24 -25 -26 -27 -28
leaf_value=0.0011674460174281608 0.00046086631043254142 5.2127323714734557e-06 0.00095510489780913977 0.0004903204621218533 0.00024974052530594759 0.0011679544239799346 0.0011667077117236953 0.00044075027120440004 0.0011147983589513146 0.0015239827924438264 0.00061624977646194436 -3.3849467293058185e-05 0.00044993175844912088 0.0011275779998551829 0.0013917782311533393 0.00082414889807597993 0.00086295209378765185 0.0014157042275307597 0.0010433785830850294 -0.00029554516374413352 0.00097993120066200987 0.0013323201543701355 0.0013415006960378077 0.0011834533921239408 0.0012492446476324874 0.0010502555728304787 0.0013224868954956918
leaf_weight=54 52 66 52 97 89 96 59 68 60 63 56 87 75 63 55 81 56 56 57 55 63 705 64 276 316 71 53
leaf_count=54 52 66 52 97 89 96 59 68 60 63 56 87 75 63 55 81 56 56 57 55 63 705 64 276 316 71 53
internal_value=0 0.000557158 0.000673863 0.00119412 0.000800205 0.000944231 0.000560667 0.000778284 0.000729199 0.00123147 0.000887157 0.000150971 0.000657052 0.001252 0.00110128 0.00101082 0.00108695 0.00127705 0.00130555 -0.000131204 0.00120612 0.00131931 0.00117691 0.00114573 0.00130664 0.00115384 0.00121693
internal_weight=0 835 714 2110 575 359 216 127 157 1953 110 139 127 1843 232 177 243 1600 1141 121 459 1084 403 339 1021 187 116
internal_count=2945 835 714 2110 575 359 216 127 157 1953 110 139 127 1843 232 177 243 1600 1141 121 459 1084 403 339 1021 187 116
is_linear=0
shrinkage=0.0032998


Tree=6615
num_leaves=32
num_cat=0
split_feature=1 1 12 2 10 1 13 14 12 2 2 12 12 1 16 1429 0 43 16 12 0 12 15 43 15 0 0 15 16 12 13
split_gain=13.0683 2.69579 2.97049 0.837807 0.809333 0.507668 0.49681 0.391226 0.566953 0.375122 0.333832 0.332451 0.326799 0.316645 0.296932 0.268938 0.227851 0.226605 0.299778 0.187632 0.183434 0.156539 0.155157 0.152574 0.138084 0.13707 0.125921 0.125672 0.114304 0.0695795 0.0457393
threshold=0.10123500000000001 0.12448500000000001 0.085075000000000026 0.095850000000000005 -0.063134999999999983 0.09258000000000001 -1.0000000180025095e-35 0.077140000000000014 0.082795000000000021 0.13154000000000002 0.079570000000000016 0.092755000000000018 0.098785000000000012 0.084775000000000003 -0.096149999999999985 0.086095000000000019 -0.072849999999999984 0.0034500000000000004 0.0060400000000000011 0.092085000000000014 -0.13619499999999998 0.080020000000000022 -0.42443999999999993 0.090280000000000013 -0.13513499999999998 -0.087874999999999995 -0.080134999999999998 -0.076194999999999999 0.30714500000000006 0.093815000000000023 -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
left_child=3 2 14 7 -3 9 22 8 10 19 -1 15 29 -12 24 17 25 18 -10 21 -16 -5 -6 -19 -2 -13 -27 -21 30 -4 -29
right_child=1 4 12 5 6 -7 -8 -9 11 -11 13 16 -14 -15 20 -17 -18 23 -20 27 -22 -23 -24 -25 -26 26 -28 28 -30 -31 -32
leaf_value=0.0004435214942527423 0.00023382259616545873 -0.00032426569801843896 0.00097149600204384423 0.00075322685262745265 -0.00012619145981378289 0.00040703194309460201 0.00034015226705959062 0.0010731633170896614 0.00091503394702698514 0.00047123788098398921 0.00087530983835162315 0.00064858242274249322 0.00061143442667871721 0.00057280906909514841 0 0.001106474223827332 0.00055766539529186916 0.00064572708142162413 0.00072832332389137109 0.0008175498207444701 0.00022974874052343716 0.00096890398051598971 9.7669621679239463e-05 0.00085743752893854472 0.00047514925036772749 0.00096667643549964717 0.00078297808694717085 0.00064652834136356139 0.00053928072481834581 0.00079555627248506088 0.00077162662252241792
leaf_weight=53 52 54 54 79 55 60 77 78 767 55 91 53 88 66 68 57 52 76 109 88 85 73 87 77 53 62 134 63 58 52 79
leaf_count=53 52 54 54 79 55 60 77 78 767 55 91 53 88 66 68 57 52 76 109 88 85 73 87 77 53 62 134 63 58 52 79
internal_value=0 0.000296424 0.000452809 0.000806491 3.73732e-05 0.000695016 0.000126705 0.000843407 0.000832163 0.000729852 0.000671599 0.000856448 0.000761373 0.000748368 0.000220651 0.000883542 0.000758579 0.000871158 0.000891842 0.000762099 0.000127554 0.00085704 1.07148e-05 0.000752504 0.000355971 0.000800395 0.000841267 0.000711869 0.000665193 0.000885518 0.000716373
internal_weight=0 725 452 2230 273 555 219 1675 1597 495 210 1387 194 157 258 1086 301 1029 876 440 153 152 142 153 105 249 196 288 200 106 142
internal_count=2955 725 452 2230 273 555 219 1675 1597 495 210 1387 194 157 258 1086 301 1029 876 440 153 152 142 153 105 249 196 288 200 106 142
is_linear=0
shrinkage=0.0032998


Tree=6616
num_leaves=24
num_cat=0
split_feature=1456 10 0 15 4 15 133 2 39 1213 12 51 51 4 1204 15 15 2 39 2 4 42 12
split_gain=0.271423 0.200372 0.170184 0.190643 0.284547 0.43372 0.234917 0.245003 0.178497 0.142724 0.171151 0.253155 0.22476 0.214584 0.178698 0.137595 0.137307 0.136197 0.109609 0.116707 0.113586 0.0887767 0.0390304
threshold=-0.080654999999999991 -0.089679999999999982 -0.093874999999999986 -0.043134999999999993 0.053925000000000008 0.079600000000000018 -0.085614999999999983 0.090485000000000024 0.098100000000000007 0.085475000000000009 0.087665000000000007 -0.092104999999999979 0.086450000000000013 -0.0046399999999999992 -1.0000000180025095e-35 0.08517000000000001 -0.049344999999999993 0.090640000000000012 0.0039300000000000003 0.11666500000000002 0.053925000000000008 0.084835000000000008 -0.093719999999999984
decision_type=2 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 6 5 -5 7 -3 9 10 12 16 13 -4 -13 -11 -12 21 19 20 -8 -1 -20
right_child=1 2 8 4 -6 -7 18 -9 -10 15 11 14 -14 -15 -16 -17 -18 -19 22 -21 -22 -23 -24
leaf_value=0.0014873606336301942 -0.004355648581797331 0.0049830692187165775 0.0047564240272083662 -0.018427819433688531 0.0063663625848397534 0.00019008713423410031 0.012985729204808215 -0.010847344025227277 -0.0035905999193425243 -0.0067767012177829293 0.0012955867627529748 0.013339304102921093 0.016467204482099776 0.012363885269962694 0.0043356480591346096 0.0037028142394607464 -0.0091703277292899052 0.016130845361606288 0.0040463190120269953 0.00087717158309390036 0.0050387094011634069 0.010406836864181241 -0.0024351414387371669
leaf_weight=54 89 52 508 56 69 96 106 59 73 55 103 68 69 133 797 100 54 67 52 64 100 78 53
leaf_count=54 89 52 508 56 69 96 106 59 73 55 103 68 69 133 797 100 54 67 52 64 100 78 53
internal_value=0 0.00349015 0.00375264 0.00151051 -0.00258297 -0.00665732 0.00337564 -0.00341511 0.00456049 0.00487678 0.00531462 0.00391647 0.00732463 0.00633769 0.00504553 -4.13275e-06 -0.00229271 0.00993171 0.0053905 0.00718552 0.00913667 0.00677157 0.000757614
internal_weight=0 2756 2667 707 221 152 486 111 1960 1887 1732 1022 710 641 865 155 157 199 375 270 206 132 105
internal_count=2955 2756 2667 707 221 152 486 111 1960 1887 1732 1022 710 641 865 155 157 199 375 270 206 132 105
is_linear=0
shrinkage=0.16829


Tree=6617
num_leaves=28
num_cat=0
split_feature=1 52 3 12 52 1 12 12 1 1 43 12 4 52 52 3 16 4 52 3 43 402 484 43 484 3 52
split_gain=18.671 4.63514 2.98568 1.67643 1.49981 0.763611 1.61889 0.613839 0.488981 0.487125 0.363489 0.35852 0.402463 0.351599 0.280763 0.264836 0.25354 0.258891 0.272413 0.245746 0.230615 0.223443 0.194713 0.187194 0.176277 0.126177 0.10982
threshold=0.10123500000000001 -0.41694999999999993 0.3148450000000001 0.056995000000000011 0.12484500000000003 0.13662500000000002 0.088325000000000015 0.11697000000000002 0.10711500000000002 0.084470000000000003 -0.0035149999999999995 0.090285000000000018 0.053330000000000009 -0.057374999999999995 -0.063199999999999992 -0.09738999999999999 -0.16956499999999999 -0.068329999999999988 0.10024500000000001 -0.089704999999999993 -0.040494999999999996 -0.089309999999999987 -0.081534999999999982 -0.081934999999999994 -0.0091899999999999985 -0.071524999999999991 -0.023079999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 9 5 6 8 10 -3 26 11 15 20 -11 -10 -5 -12 18 19 -18 21 -13 23 -17 -24 -19 -1
right_child=1 2 -4 7 -6 -7 -8 -9 14 13 16 12 -14 -15 -16 22 17 25 -20 -21 -22 -23 24 -25 -26 -27 -28
leaf_value=0.0011840664970950213 0.0014869261235647738 0.00039069624973018109 0.00013442918187364194 0.001702886659632172 0.0011586484346121704 0.00040870182347981816 0.0011447214976396389 0.0011316270024190401 0.00056882567985951972 0.001176549893374077 0.0011391336125006854 0.0015883518078326441 0.0011635423676822079 0.00087958304618650804 0.00081536188863420519 0.0014814549663551559 0.0016826688538448748 0.0011890431146159271 0.0012215120061518157 0.0014273495402645222 0.0015813538559908938 0.0013553508606008659 0.001701371876099333 0.0012417168464650145 0.0014946474632964572 0.0013947941804824278 0.0013843191692111876
leaf_weight=52 87 69 95 69 90 85 89 79 88 99 55 55 74 80 122 85 55 93 54 190 90 306 52 66 537 55 84
leaf_count=52 87 69 95 69 90 85 89 79 88 99 55 55 74 80 122 85 55 93 54 190 90 306 52 66 537 55 84
internal_value=0 0.000772092 0.00067456 0.0013818 0.000768993 0.0006915 0.000756725 0.00141858 0.000632829 0.00115811 0.0014309 0.00145973 0.00139167 0.00104402 0.000712219 0.00150385 0.00135424 0.00138063 0.00143738 0.00148481 0.00142902 0.00139095 0.00148524 0.0013769 0.00151296 0.00126574 0.00130801
internal_weight=0 725 638 2230 543 453 368 1915 279 315 1836 1334 525 179 210 809 502 447 299 245 451 361 740 151 589 148 136
internal_count=2955 725 638 2230 543 453 368 1915 279 315 1836 1334 525 179 210 809 502 447 299 245 451 361 740 151 589 148 136
is_linear=0
shrinkage=0.0032998


Tree=6618
num_leaves=22
num_cat=0
split_feature=1 42 9 1208 1453 159 159 4 147 49 484 1213 401 131 151 42 51 480 4 1 4
split_gain=0.211192 0.21007 0.173704 0.148563 0.139466 0.135687 0.183539 0.1727 0.134419 0.193879 0.139357 0.108434 0.16052 0.106097 0.154657 0.0934055 0.0918223 0.0927263 0.0904268 0.0598353 0.0505886
threshold=0.091395000000000018 -0.059799999999999992 0.082325000000000023 1.0000000180025095e-35 -0.079219999999999985 0.081445000000000017 0.087360000000000007 0.094220000000000012 0.093085000000000015 -0.081919999999999979 0.085885000000000003 -0.10156 0.092825000000000005 0.089915000000000009 -0.081049999999999997 0.092340000000000019 0.089040000000000022 0.087055000000000007 -0.018664999999999998 0.08346000000000002 -0.0076199999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 8 4 -1 7 -7 11 9 -3 13 12 -6 14 -11 -15 17 -13 -18 20 -8
right_child=1 2 -4 -5 5 6 19 -9 -10 10 -12 16 -14 15 -16 -17 18 -19 -20 -21 -22
leaf_value=0.012285232633307322 0.0098522615307299576 -0.0065294124216739918 -0.0065988580777331402 0.012707985070586923 -0.0069079719209678581 0.016653990083700561 0.00098215431545198425 -0.0032171818828218447 0.0099449756661656799 0.0093873371709833967 -0.0042822687887282048 0.005868987351639262 0.0058891620614625467 0.013009571062157171 0.00082714128654017862 0.0039685570785800359 -0.0025411238495525916 0.00033874162958691818 0.0053170806489514387 0.010848289424374918 0.0070156773969774792
leaf_weight=71 93 76 70 73 56 57 74 87 58 70 78 1085 55 52 414 88 87 94 79 52 86
leaf_count=71 93 76 70 73 56 57 74 87 58 70 78 1085 55 52 414 88 87 94 79 52 86
internal_value=0 0.002232 0.00144781 0.00524333 0.00495299 0.0046647 0.00815913 0.00405433 0.00212372 0.00153834 0.00241433 0.00449005 -0.000550864 0.00325428 0.0020689 0.00733948 0.00490741 0.00542959 0.0011878 0.00586666 0.0042364
internal_weight=0 999 906 1956 1883 1812 269 1543 836 778 702 1456 111 624 484 140 1345 1179 166 212 160
internal_count=2955 999 906 1956 1883 1812 269 1543 836 778 702 1456 111 624 484 140 1345 1179 166 212 160
is_linear=0
shrinkage=0.16829


Tree=6619
num_leaves=13
num_cat=0
split_feature=3 1456 1210 43 40 475 49 42 49 0 475 42
split_gain=0.28622 0.183788 0.183206 0.167038 0.135154 0.157491 0.173704 0.164273 0.222125 0.120072 0.108171 0.0803624
threshold=0.3148450000000001 -0.15824499999999997 -0.076894999999999977 -0.040494999999999996 0.0023950000000000004 -0.085684999999999997 0.13281000000000001 -0.0047199999999999994 0.11428500000000001 -0.091234999999999983 -0.098879999999999982 0.084575000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 10 7 9 -9 -7 -4 -8
right_child=-2 2 4 -5 -6 6 11 8 -10 -11 -12 -13
leaf_value=0.011276696289434122 -0.0053266221667187729 0.003172987654180249 0.0047729218709946682 0.015095219042298309 -0.0043579728669956228 0.00068400543514500641 0.014177594994588478 0.0022764045643179982 -0.0086933501202611681 0.006210137373855831 0.014027873439824343 0.0049197447209709333
leaf_weight=91 100 62 83 73 64 142 56 1585 54 529 64 52
leaf_count=91 100 62 83 73 64 142 56 1585 54 529 64 52
internal_value=0 0.00382598 0.00358003 0.00963313 0.00326852 0.00345951 0.00313321 0.0028237 0.00191389 0.00504335 0.00881451 0.00973675
internal_weight=0 2855 2764 135 2629 2565 2418 2310 1639 671 147 108
internal_count=2955 2855 2764 135 2629 2565 2418 2310 1639 671 147 108
is_linear=0
shrinkage=0.16829


Tree=6620
num_leaves=18
num_cat=0
split_feature=96 2 13 13 457 9 48 48 128 42 42 42 47 16 4 1454 2
split_gain=0.297031 0.196243 0.22965 0.208731 0.152244 0.185195 0.151477 0.142194 0.13056 0.129786 0.245256 0.153547 0.134288 0.128714 0.103274 0.0873989 0.0712001
threshold=0.083810000000000009 0.11621000000000002 0.091815000000000022 -1.0000000180025095e-35 0.08351500000000002 1.0000000180025095e-35 0.082425000000000012 0.094275000000000012 0.10887000000000001 0.089625000000000024 0.088630000000000014 0.090435000000000015 0.081320000000000017 -0.010264999999999998 0.50541500000000006 0.077870000000000009 0.13084500000000002
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 8 13 14 9 10 15 -11 -13 -6 16 -1 -3
right_child=-2 2 -4 -5 6 -7 -8 -9 -10 11 -12 12 -14 -15 -16 -17 -18
leaf_value=0.0037367303170207132 -0.0090145396325482779 -6.5019908921185246e-05 -0.008725456672906258 0.0084468186656020457 0.009008354223955465 0.01171520325215304 -0.00611017674171308 -0.0079680677220907888 -0.0040264791624699606 -0.0068641841917611622 0.013876619100566048 0.0013652079725604478 0.0090222907041237633 -0.0027035423831406071 -0.0047263656480996761 0.0093766723985015121 0.0081048123784844672
leaf_weight=1375 61 59 79 87 54 81 91 64 63 55 76 450 76 52 55 83 61
leaf_count=1375 61 59 79 87 54 81 91 64 63 55 76 450 76 52 55 83 61
internal_value=0 0.00284681 -0.000581688 0.00138629 0.00341291 0.00380436 -0.0010668 -0.00117634 0.00350933 0.00373465 0.0045466 0.00158779 0.00247497 0.00324595 0.00129722 0.00405903 0.00407301
internal_weight=0 2861 405 326 2456 2259 197 239 2178 2115 1534 581 526 106 175 1458 120
internal_count=2922 2861 405 326 2456 2259 197 239 2178 2115 1534 581 526 106 175 1458 120
is_linear=0
shrinkage=0.16829


Tree=6621
num_leaves=25
num_cat=0
split_feature=4 39 48 10 4 12 0 147 0 4 4 12 49 0 0 0 0 49 150 49 0 49 43 0
split_gain=12.8681 4.3339 1.38844 1.30891 1.00786 0.86962 0.779975 0.611156 0.54568 0.50037 0.496139 0.81139 0.404668 0.376143 0.366531 0.360313 0.355163 0.25378 0.294034 0.263471 0.161484 0.123634 0.0615806 0.0533965
threshold=0.31392000000000003 0.08252000000000001 0.088485000000000008 -1.0000000180025095e-35 -0.078249999999999986 0.056995000000000011 -0.10998999999999999 0.088565000000000019 -0.105195 0.51395000000000002 -0.50139499999999992 0.082595000000000016 0.12518000000000004 -0.082844999999999988 -0.061674999999999994 -0.011064999999999998 -0.077574999999999991 -0.014479999999999998 0.084800000000000014 -0.0083799999999999986 -0.12259499999999998 0.0065400000000000015 -0.079824999999999993 -0.17862999999999998
decision_type=2 2 2 2 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 21 -1 12 23 15 -8 -12 17 22 20 -10 -13 18 -6 -19 -5 -4 -7 -2
right_child=8 3 5 14 7 13 10 -9 9 -11 11 16 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25
leaf_value=0.0017637755518175231 0.00065235089913301045 0.0003803342516152882 0.0007510263589707957 0.00094847201746402438 0.00096793542502753883 0.0013883333384460195 0.0016130836978842417 0.00091608863711427845 0.00039609607387074982 0.00021014238231342234 0.00095790700600834283 0.0014312704442495017 0.0010020980002336266 0.0010084148217577057 0.0007364880450491288 0.00077044998020954513 0.0012381881456723595 0.0015489684145526996 0.0012804298288003979 0.0013037566900861175 0.0012092794706561598 0.00097661493731072686 0.001241687898111112 0.00079270923709438379
leaf_weight=66 75 57 59 56 53 72 95 52 62 69 52 488 54 64 53 52 136 52 92 933 52 52 70 56
leaf_count=66 75 57 59 56 53 72 95 52 62 69 52 488 54 64 53 52 136 52 92 933 52 52 70 56
internal_value=0 0.00125691 0.00129756 0.000811081 0.00132874 0.00109354 0.00141751 0.00126859 0.000549618 0.000432741 0.00138783 0.00135612 0.00128404 0.00122081 0.000963362 0.000567163 0.00138924 0.00129748 0.00116645 0.00131674 0.00107437 0.000857025 0.00131629 0.00071262
internal_weight=0 2608 2390 218 2073 317 837 1236 314 183 771 676 1184 206 161 114 624 1130 145 985 108 111 142 131
internal_count=2922 2608 2390 218 2073 317 837 1236 314 183 771 676 1184 206 161 114 624 1130 145 985 108 111 142 131
is_linear=0
shrinkage=0.0032998


Tree=6622
num_leaves=27
num_cat=0
split_feature=1 1 3 12 1 47 12 3 3 3 3 0 13 16 1 47 49 3 13 12 13 12 156 133 13 16
split_gain=16.3569 2.74882 2.28713 1.90967 1.31357 0.749581 0.660497 0.589719 0.514215 0.429323 0.383816 0.533509 0.371489 0.354928 0.345186 0.287522 0.316803 0.182341 0.181527 0.172924 0.146206 0.228037 0.159499 0.137967 0.218771 0.102056
threshold=0.10932500000000002 0.14860500000000001 -0.049204999999999992 0.056995000000000011 0.095435000000000006 0.091930000000000012 0.093125000000000013 -0.011259999999999997 0.085880000000000012 -0.084524999999999975 0.093925000000000022 -0.079249999999999987 -0.13871999999999998 -0.034884999999999992 0.091280000000000014 0.085165000000000018 0.11580500000000001 0.31351000000000001 -0.075904999999999986 0.083335000000000006 -0.018299999999999997 0.08598500000000002 0.086910000000000015 -0.054584999999999995 0.15867500000000004 -0.081729999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 10 8 12 -6 18 -2 11 13 -5 -1 19 16 23 -10 -4 -14 22 -22 -21 -8 25 -25
right_child=1 -3 5 6 7 -7 15 -9 17 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 20 21 -23 -24 24 -26 -27
leaf_value=0.0011509951931311267 0.00078667423175802879 -6.6760968612216033e-05 0.00034075430520643589 0.0015030321912941986 0.00048295004558192376 0.00077021631179800115 0.0012925809630617696 0.00089476011345489422 0.00066280829580021188 0.0011427864324423567 0.00087739319803806573 0.0009628430928823585 0.0010828300021340973 0.001492423772818844 0.0010344757149346288 0.0009119494973929362 0.00090779037867803674 0.00039282435748144907 8.0885769791199204e-05 0.0012247597842265515 0.0015040020119414343 0.001286911724598617 0.0013636554216857149 0.0010064016623716962 0.0013315048370159969 0.0011488366434222461
leaf_weight=75 79 73 60 67 61 64 99 102 55 71 59 79 58 62 79 60 53 56 58 639 68 279 111 72 66 317
leaf_count=75 79 73 60 67 61 64 99 102 55 71 59 79 58 62 79 60 53 56 58 639 68 279 111 72 66 317
internal_value=0 0.000526106 0.000623882 0.00117369 0.000976227 0.000454007 0.00121762 0.000740863 0.00036548 0.000955469 0.00111561 0.00118051 0.00126115 0.00130577 0.00124798 0.00113267 0.00115443 0.000526918 0.000213321 0.00126256 0.00127203 0.00132956 0.00124536 0.00117797 0.00115295 0.00112256
internal_weight=0 516 443 2406 438 293 1968 163 229 150 275 216 1301 137 1234 667 607 111 118 1155 1097 347 750 554 455 389
internal_count=2922 516 443 2406 438 293 1968 163 229 150 275 216 1301 137 1234 667 607 111 118 1155 1097 347 750 554 455 389
is_linear=0
shrinkage=0.0032998


Tree=6623
num_leaves=23
num_cat=0
split_feature=1 1 123 2 123 457 2 16 16 1 2 133 133 2 52 49 49 1 16 403 403 39
split_gain=6.80706 1.295 1.03005 1.3942 0.854598 0.47559 0.725533 0.377437 0.266512 0.204899 0.182682 0.176867 0.150575 0.154135 0.191741 0.101426 0.268788 0.0892576 0.0788237 0.0849315 0.0628275 0.058752
threshold=0.10696000000000001 0.14860500000000001 0.081180000000000016 0.10697500000000001 1.0000000180025095e-35 0.08351500000000002 0.091290000000000024 0.022165000000000004 -0.50875499999999996 0.12200500000000002 0.11621000000000002 0.017095000000000003 0.11264000000000002 0.078775000000000012 0.50569000000000008 -0.013329999999999998 0.036605000000000006 0.089075000000000015 -0.076439999999999994 -0.53223999999999994 -0.020569999999999995 0.089030000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 9 5 8 -7 15 -1 -2 12 -12 13 17 -15 -5 -17 -10 19 -14 -20 -4
right_child=1 -3 21 7 -6 6 -8 -9 10 -11 11 -13 18 14 -16 16 -18 -19 20 -21 -22 -23
leaf_value=0.0006369544725600317 0.00092912853768686637 2.5107558167794017e-05 0.00032667355040758462 0.00044924334100133567 0.00054238296016084102 0.00086556019826413842 0.00040667517378970242 0.00063982107989902343 0.00075221701668308852 0.00067940255047518265 0.00059558205790207722 0.00086102840332546082 0.00075229046930449053 0.00089838500158941396 0.0010893893456266185 0.0001077703938083807 0.00044124430995722713 0.00086717637230213811 0.00070051877930089467 0.00092067777047648432 0.00084744503368132417 0.00018164749941339622
leaf_weight=56 90 73 53 54 103 90 65 60 119 62 52 61 53 1211 62 54 52 226 96 101 53 76
leaf_count=56 90 73 53 54 103 90 65 60 119 62 52 61 53 1211 62 54 52 226 96 101 53 76
internal_value=0 0.000436221 0.000496053 0.00058423 0.000837234 0.000850746 0.000673352 0.000415993 0.000863886 0.000827498 0.000870116 0.000739188 0.0008778 0.00089066 0.000907715 0.000331837 0.000271694 0.000827626 0.00080901 0.000862955 0.000753018 0.000241505
internal_weight=0 574 501 372 2348 2245 155 220 2090 152 2034 113 1921 1618 1273 160 106 345 303 154 149 129
internal_count=2922 574 501 372 2348 2245 155 220 2090 152 2034 113 1921 1618 1273 160 106 345 303 154 149 129
is_linear=0
shrinkage=0.0032998


Tree=6624
num_leaves=16
num_cat=0
split_feature=1 123 2 16 457 2 16 0 16 1208 403 40 123 16 2
split_gain=0.368617 0.253933 0.369573 0.26073 0.256111 0.259608 0.211219 0.197238 0.19702 0.174627 0.193858 0.173433 0.179484 0.133344 0.0559083
threshold=0.14860500000000001 1.0000000180025095e-35 -0.047824999999999993 -0.50472499999999987 0.08351500000000002 0.091290000000000024 -0.54752499999999993 -0.14164999999999997 -0.018754999999999997 0.10128000000000001 -0.53223999999999994 -0.076799999999999993 0.084845000000000018 -0.13800499999999996 0.091570000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 7 -6 -4 8 13 10 -9 12 -3 -5 -14
right_child=-2 11 3 4 5 -7 -8 9 -10 -11 -12 -13 14 -15 -16
leaf_value=0.016243679695163767 -0.0073233648750214691 -0.0057076293131134732 0.0066630543003711263 0.01295464262337535 0.0046991702546587827 -0.009424448577479181 -0.0066464391531693926 -0.0048675412400972142 0.019290604042398223 0.014778534639597201 0.0053366931657573636 -0.0080057043274838063 0.0099309770838991781 0.0010324691780548595 0.0024519976788657631
leaf_weight=84 73 54 52 54 85 65 96 54 58 54 1961 64 55 53 60
leaf_count=84 73 54 52 54 85 65 96 54 58 54 1961 64 55 53 60
internal_value=0 0.00477825 0.00525248 0.00488714 0.00531284 -0.00140909 -0.00195799 0.00576498 0.0113741 0.0053168 0.00506234 -0.000538442 0.00227877 0.00706606 0.00604452
internal_weight=0 2849 2616 2532 2384 150 148 2234 165 2069 2015 233 169 107 115
internal_count=2922 2849 2616 2532 2384 150 148 2234 165 2069 2015 233 169 107 115
is_linear=0
shrinkage=0.16829


Tree=6625
num_leaves=27
num_cat=0
split_feature=1 3 14 1 12 47 1 12 43 4 40 12 0 43 0 475 0 475 3 15 14 1 0 4 47 0
split_gain=10.9817 2.02693 1.24724 1.03935 0.859425 0.687208 0.649114 0.527954 0.441561 0.285976 0.281026 0.266331 0.273965 0.25422 0.381163 0.29115 0.230111 0.208186 0.198482 0.188296 0.160951 0.123674 0.115249 0.185868 0.0872324 0.0554901
threshold=0.10661000000000002 -0.049204999999999992 0.056865000000000006 0.12963000000000002 0.056995000000000011 0.10070000000000003 0.084470000000000003 0.11619500000000001 -0.076179999999999984 -0.0088849999999999988 -0.082989999999999994 0.091290000000000024 -0.10934999999999999 -0.11113499999999998 -0.079394999999999979 -0.073614999999999986 -0.22745499999999999 -0.085774999999999976 -0.07929499999999999 -0.084454999999999988 -0.23083499999999998 0.094485000000000013 -0.066574999999999981 0.067120000000000013 0.089785000000000018 -0.037444999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 6 10 19 11 -8 -2 -3 12 -6 14 -13 -15 -10 -14 -19 -1 -12 -17 23 -22 -11 -18
right_child=1 5 -4 -5 7 -7 8 -9 16 24 20 13 17 15 -16 21 25 18 -20 -21 22 -23 -24 -25 -26 -27
leaf_value=0.0013033065859578699 0.0011865222029539119 0.00019770076578384213 0.0015017090529690371 0.0004799844368228783 0.00096357883726833895 0.00076945591820850136 0.00064498298639328595 0.00090003918760766784 0.00080393765116922923 0.00081131530600892117 0.00061752073328359854 0.0011588362307878922 0.0010224714847078466 0.0013722441989352373 0.00077405870218562561 0.001089079895393662 0.0011380197100403281 0.0012321774101098902 0.0010740116145102094 0.0010440376695442957 0.0002284957679519613 0.0012306452426777044 0.00053909618967329777 0.0004768375396697931 0.0010052026206892359 0.00097645054295963528
leaf_weight=58 64 52 97 53 56 77 69 91 65 56 59 56 67 53 58 435 52 882 100 70 61 85 61 73 52 52
leaf_count=58 64 52 97 53 56 77 69 91 65 56 59 56 67 53 58 435 52 882 100 70 61 85 61 73 52 52
internal_value=0 0.000636501 0.00113429 0.000885273 0.00111843 0.000490263 0.000971483 0.00114697 0.000868983 0.00100995 0.000419893 0.00115949 0.00119163 0.00110774 0.000963381 0.00113639 0.00096023 0.00120377 0.00121611 0.00116179 0.000465243 0.00111229 0.000418988 0.000364049 0.000904995 0.00105757
internal_weight=0 608 2346 225 2249 383 366 1883 238 172 306 1792 1105 687 114 573 169 1049 982 128 254 520 195 134 108 104
internal_count=2954 608 2346 225 2249 383 366 1883 238 172 306 1792 1105 687 114 573 169 1049 982 128 254 520 195 134 108 104
is_linear=0
shrinkage=0.0032998


Tree=6626
num_leaves=23
num_cat=0
split_feature=1 52 3 0 1 11 15 13 124 3 12 0 3 0 13 1 12 0 13 12 123 12
split_gain=11.5224 2.46002 1.21613 0.968364 0.717632 0.660898 0.605361 0.546277 0.54478 0.387189 0.395821 0.332709 0.322 0.248975 0.35352 0.201128 0.274701 0.190899 0.131056 0.126886 0.10771 0.0292337
threshold=0.10123500000000001 -0.51296999999999993 -0.049204999999999992 0.060910000000000006 0.12963000000000002 1.0000000180025095e-35 0.043560000000000008 -0.0042049999999999995 -0.082254999999999981 0.093925000000000022 0.091290000000000024 -0.099244999999999986 -0.083414999999999975 -0.105195 -0.032959999999999996 0.11690500000000002 -0.10063999999999999 -0.095324999999999979 -0.077869999999999981 0.092395000000000019 0.086020000000000013 0.09358000000000001
decision_type=2 2 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 12 8 -7 15 -1 10 13 -9 -3 14 -10 -4 -17 -15 21 -20 -18 -12
right_child=1 2 7 -5 -6 6 -8 11 9 -11 18 -13 -14 17 -16 16 20 -19 19 -21 -22 -23
leaf_value=0.00063911814868075915 0.0010432460347874417 0.00058384695524120282 0.00035003177652262799 0.00062559263498127178 0.00028040468577837869 0.00097152007632662961 0.0014689275631844282 0.00035226578895721688 0.00066305372841108019 0.00075255902700221858 0.00095734840896019992 0.00066733765381203636 0.00087615974420630351 0.0011873216709179166 0.0010162122505698319 0.0003610463633270804 -2.986651386798415e-05 0.0010178944718502929 0.00074360184516176879 0.00090918513392706623 0.00016192160545026825 0.0010759527336549333
leaf_weight=57 76 88 96 92 53 53 55 98 52 88 54 59 79 81 79 54 55 1002 59 492 75 57
leaf_count=57 76 88 96 92 53 53 55 98 52 88 54 59 79 81 79 54 55 1002 59 492 75 57
internal_value=0 0.000480881 0.000415775 0.000958124 0.000616032 0.000972478 0.00122516 0.000314878 0.000958957 0.000968222 0.000978319 0.000470893 0.000722338 0.00101398 0.000876296 0.000227272 0.000163032 0.0010306 0.000912875 0.000891519 8.05095e-05 0.00101857
internal_weight=0 733 657 2221 220 2129 108 437 2021 1964 1876 157 167 1214 131 280 184 1083 662 551 130 111
internal_count=2954 733 657 2221 220 2129 108 437 2021 1964 1876 157 167 1214 131 280 184 1083 662 551 130 111
is_linear=0
shrinkage=0.0032998


Tree=6627
num_leaves=26
num_cat=0
split_feature=1 52 2 39 1 47 12 12 4 0 4 0 47 0 1 0 13 12 42 0 4 16 12 1 16
split_gain=15.4464 3.15101 2.13464 1.4886 1.24087 0.960519 0.929352 0.750231 0.625539 0.51882 0.604999 0.380267 0.345894 0.335768 1.06787 0.360314 0.280841 0.325794 0.267385 0.217965 0.670864 0.200331 0.127181 0.0952586 0.0322848
threshold=0.10661000000000002 -0.26876499999999998 0.14808000000000002 0.0047850000000000011 0.093205000000000024 0.098205000000000015 0.11619500000000001 -0.082039999999999988 -0.082509999999999986 -0.083144999999999983 -0.50139499999999992 -0.058589999999999996 0.120245 -0.10726999999999999 0.085410000000000014 -0.13409999999999997 0.0083850000000000018 0.083175000000000013 0.073240000000000013 -0.085264999999999994 0.48395000000000005 0.060835000000000007 0.087215000000000015 0.14720000000000003 -0.081324999999999995
decision_type=2 2 2 2 2 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 7 8 -3 9 18 -11 13 -7 14 15 -10 17 -15 22 -9 -21 24 -1 -4 -12
right_child=1 2 23 4 -6 12 -8 19 11 10 21 -13 -14 16 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.0012807899172930651 0.0013108352859376433 0.00031375372711870748 0.00022681385999904103 0.001182597387803985 0.00056947615123419169 0.0011166851465912822 0.00091717398016373704 0.00054769455263140206 0.0014807607518831421 0.001493730650938228 0.0012979956055293367 0.00096716608567156076 0.00073808368159216417 0.001519494311455578 0.0008356524272720516 0.001107912624829215 0.0010759203218736258 0.0012538013516059311 0.0016259415976336664 0.0009942284745860625 0.00051656074798808987 0.0010159231011688319 0.0014873368028785158 3.0625921501575281e-05 0.0011993668901197352
leaf_weight=69 66 95 57 77 68 52 93 102 65 96 73 63 55 54 90 52 94 1120 83 64 65 61 70 52 118
leaf_count=69 66 95 57 77 68 52 93 102 65 96 73 63 55 54 90 52 94 1120 83 64 65 61 70 52 118
internal_value=0 0.000629702 0.000546694 0.00122003 0.000895308 0.000650616 0.0012414 0.000561301 0.00125569 0.00134965 0.00126941 0.00122084 0.000922406 0.00123166 0.00110696 0.00131535 0.00125199 0.00126605 0.00147528 0.000662954 0.000753816 0.00118381 0.00138506 0.000133543 0.00123725
internal_weight=0 608 542 2346 145 433 2201 326 2108 570 348 1538 107 1475 207 117 1268 1174 222 231 129 252 139 109 191
internal_count=2954 608 542 2346 145 433 2201 326 2108 570 348 1538 107 1475 207 117 1268 1174 222 231 129 252 139 109 191
is_linear=0
shrinkage=0.0032998


Tree=6628
num_leaves=24
num_cat=0
split_feature=1 16 2 49 1 0 14 16 0 50 1447 39 49 52 52 159 0 1 39 16 42 13 157
split_gain=13.3098 1.69043 1.08159 0.9035 0.86488 0.69664 0.631124 0.619344 0.567027 0.536829 0.373422 0.419859 0.3905 0.348838 0.349569 0.356948 0.346692 0.468568 0.431425 0.306351 0.109437 0.0653685 0.0467564
threshold=0.10910500000000002 0.25619500000000001 0.097005000000000022 -0.034759999999999992 0.14787500000000001 0.12503500000000004 0.077140000000000014 -0.27637999999999996 -0.10934999999999999 0.10899000000000002 -0.085804999999999979 0.0047850000000000011 -0.014114999999999997 -0.45635499999999996 0.089455000000000021 0.087615000000000012 -0.12851999999999997 0.13300500000000001 0.087080000000000005 -0.38959499999999997 -0.0022699999999999999 -0.057284999999999996 -0.0012349999999999998
decision_type=2 2 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 9 13 7 -1 -9 16 -10 12 -12 22 15 20 19 18 -18 -2 -15 -16 -5
right_child=1 -3 3 5 -6 -7 -8 8 10 -11 11 -13 -14 14 21 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.00087477929115251888 0.00052564836537348958 0.0009944012297843992 0.00075948893819847063 0.0012345191174130193 0.00015323667032342175 0.00074013364933284902 0.0014951908041156003 0.00096635879718000544 0.0010082883594921539 0.00086180787415858376 0.0014438286024984219 0.00096497376348351539 0.0012316017495715829 0.0010536063577856764 0.001143884092656237 0.0012350147081613431 0.00087648033698060879 0.0003950657797273865 0.00048535387835155344 0.0001808732798629588 0.00086584838267280621 0.0013012963960073079 0.0013830837290929317
leaf_weight=64 62 95 100 54 64 52 81 101 85 58 104 61 1311 54 59 58 77 79 52 52 105 71 55
leaf_count=64 62 95 100 54 64 52 81 101 85 58 104 61 1311 54 59 58 77 79 52 52 105 71 55
internal_value=0 0.000594508 0.00116815 0.00104732 0.000508866 0.00110391 0.00120878 0.00119532 0.00120764 0.000568669 0.00122323 0.00123558 0.00124722 0.00114532 0.00109355 0.00101157 0.000515758 0.000596193 0.00071909 0.000368692 0.000929837 0.00123013 0.00130981
internal_weight=0 539 2415 608 444 508 1807 1726 1662 380 1561 1476 1415 456 347 217 322 208 129 114 159 130 109
internal_count=2954 539 2415 608 444 508 1807 1726 1662 380 1561 1476 1415 456 347 217 322 208 129 114 159 130 109
is_linear=0
shrinkage=0.0032998


Tree=6629
num_leaves=28
num_cat=0
split_feature=1 52 3 148 15 40 1 49 12 15 3 3 12 3 52 12 52 15 12 4 4 52 403 130 52 133 52
split_gain=23.5159 4.5172 3.00387 1.85966 1.58942 1.00361 0.959764 0.931394 0.857235 0.613683 0.900288 0.92297 0.580323 0.512424 0.440429 0.427156 0.354307 0.342958 0.309742 0.258011 0.230142 0.215599 0.136886 0.152406 0.089654 0.0680074 0.0501887
threshold=0.10398500000000001 -0.41694999999999993 0.3148450000000001 -1.0000000180025095e-35 -0.077474999999999988 -0.079539999999999986 0.13130500000000003 -0.0086549999999999978 0.088365000000000013 0.039965000000000007 -0.11017499999999998 0.088880000000000015 0.086260000000000017 -0.14954999999999999 -0.011964999999999998 0.082165000000000016 -0.070529999999999995 0.11598000000000001 0.097060000000000021 0.064860000000000015 0.05309500000000001 0.082640000000000005 -0.54404999999999981 -1.0000000180025095e-35 0.013340000000000001 0.066685000000000008 0.048245000000000003
decision_type=2 2 2 2 2 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 6 -1 7 -5 -6 10 12 18 -7 -11 -9 -15 -13 22 19 21 24 -12 -17 -24 -20 -19 -21
right_child=1 2 -4 4 8 9 -8 14 -10 13 11 16 -14 15 -16 17 -18 25 20 26 -22 -23 23 -25 -26 -27 -28
leaf_value=0.00089454482291770505 0.001336758517700795 1.4730979494905762e-05 -0.00012556031706701054 0.00023375137672315805 0.00063951591827032914 0.00067448943518282035 0.00019631111556319357 0.00051729608635276163 0.0011212159321133273 0.0016377515059239948 0.0012474083755460875 0.0011395423570262216 0.0011235320367007512 0.0015928394057506819 0.00090728714050740888 0.0014688771682388844 0.00075649214940637431 0.0010382568688570744 0.0013192276918348247 0.0015286876606348157 0.00095562417264334501 0.0014119502703473417 0.0013845165757373499 0.001269204971978961 0.0011252223309137833 0.0012066264292161224 0.001374387234831105
leaf_weight=87 69 64 86 53 82 52 95 53 80 52 541 53 81 52 80 56 54 65 58 54 52 108 169 596 55 52 55
leaf_count=87 69 64 86 53 82 52 95 53 80 52 541 53 81 52 80 56 54 65 58 54 52 108 169 596 55 52 55
internal_value=0 0.000537414 0.000444345 0.000541084 0.000617047 0.00124357 0.000466704 0.000604618 0.00087761 0.00125733 0.00120486 0.00123796 0.000948231 0.00131585 0.000752142 0.00129891 0.000946557 0.00128258 0.00127171 0.00130024 0.0011404 0.00127484 0.00130665 0.00129473 0.00122511 0.00111339 0.00145115
internal_weight=0 662 593 507 443 2292 281 186 162 2205 1163 1030 133 1042 133 990 107 938 923 758 165 649 821 765 113 117 109
internal_count=2954 662 593 507 443 2292 281 186 162 2205 1163 1030 133 1042 133 990 107 938 923 758 165 649 821 765 113 117 109
is_linear=0
shrinkage=0.0032998


Tree=6630
num_leaves=18
num_cat=0
split_feature=2 97 15 3 4 475 3 49 0 42 16 16 1429 49 2 1212 1204
split_gain=0.352772 0.203921 0.183929 0.237123 0.24528 0.19072 0.286765 0.150335 0.188083 0.224172 0.227286 0.170262 0.13911 0.1292 0.138124 0.190189 0.114696
threshold=0.11806500000000002 -0.0047149999999999996 -0.41956999999999994 0.10021000000000001 -0.029404999999999997 -0.084944999999999979 -0.081404999999999991 0.13906000000000002 -0.105195 0.090600000000000014 -0.0046349999999999994 0.053305000000000012 0.083960000000000021 0.11882500000000001 0.085730000000000015 0.10383500000000002 -0.077544999999999989
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 6 12 8 -2 11 -11 -10 -4 14 15 -7 -16
right_child=7 2 3 4 -6 13 -8 -9 9 10 -12 -13 -14 -15 16 -17 -18
leaf_value=-0.00066782379944074169 0.010425973670338803 0 0.0049327047260955522 0.011159947304753427 -0.0034735809400176388 0.011544074814500295 0.013420001417175535 -0.0050584062645487272 -0.010668194894349052 0.013710806035217385 -0.0013267901443353397 0.0028032525444781722 -0.0067194709446597913 0.017025549785600422 0.00042186772802457853 0.0012176059648544655 0.0085480818621976856
leaf_weight=69 97 69 57 52 86 881 59 58 54 61 53 52 59 66 52 54 1092
leaf_count=69 97 69 57 52 86 881 59 58 54 61 53 52 59 66 52 54 1092
internal_value=0 0.00833444 0.00858096 0.00882151 0.00202748 0.00922487 0.00386569 0.00280496 0.00424935 0.00151786 0.00670388 -0.00404261 -0.000978345 0.00966126 0.00942661 0.0109496 0.00818028
internal_weight=0 2596 2527 2458 138 2320 175 375 317 220 114 106 116 2145 2079 935 1144
internal_count=2971 2596 2527 2458 138 2320 175 375 317 220 114 106 116 2145 2079 935 1144
is_linear=0
shrinkage=0.16829


Tree=6631
num_leaves=14
num_cat=0
split_feature=2 4 2 15 2 3 51 51 50 49 1 15 1
split_gain=0.244033 0.153631 0.139947 0.156266 0.196771 0.1746 0.137607 0.243629 0.166247 0.104043 0.0753543 0.127786 0.139711
threshold=0.11806500000000002 -0.51323499999999989 -0.16649999999999998 -0.41956999999999994 -0.080104999999999996 0.11391500000000002 -0.22508999999999998 -0.085154999999999995 -0.25852499999999995 0.13906000000000002 0.13686500000000004 -0.13843999999999998 0.10956
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 8 -8 -6 10 11 -2 -13
right_child=9 2 3 4 5 -7 7 -9 -10 -11 -12 12 -14
leaf_value=-0.0016064132823881264 -0.00055587632444447472 -0.0013192999417273976 -0.00033490910697129151 0.017612871172313128 0.006951984499460254 -0.00020035423461870801 0.002001099712630976 0.007887608093671554 0.019440273670808226 -0.0042071281060299835 -0.00029890343758868853 0.0037178957317804567 0.014286353980651012
leaf_weight=58 71 54 73 54 62 84 223 1928 60 58 99 86 61
leaf_count=58 71 54 73 54 62 84 223 1928 60 58 99 86 61
internal_value=0 0.00693236 0.0071282 0.00731256 0.00754486 0.00731343 0.0075919 0.00727817 0.0131085 0.00233211 0.00353423 0.00528321 0.00811567
internal_weight=0 2596 2538 2484 2411 2357 2273 2151 122 375 317 218 147
internal_count=2971 2596 2538 2484 2411 2357 2273 2151 122 375 317 218 147
is_linear=0
shrinkage=0.16829


Tree=6632
num_leaves=13
num_cat=0
split_feature=48 97 3 13 16 1429 2 13 3 3 15 3
split_gain=0.176557 0.161865 0.174908 0.148971 0.123717 0.119901 0.206829 0.155285 0.0998088 0.114416 0.168979 0.083066
threshold=0.14177500000000004 -0.0047149999999999996 0.30863500000000005 -0.18997999999999995 -0.11082499999999999 0.026145000000000005 0.086825000000000013 -0.085414999999999991 0.11745500000000002 0.097775000000000015 -0.41956999999999994 -0.065134999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 8 -7 -8 9 10 -5 -9
right_child=-2 2 4 5 -6 6 7 11 -10 -11 -12 -13
leaf_value=-0.0024543460113195309 -0.003974497510979268 0.014699798128860802 0.0048752561937000964 -0.00094231153479837045 -0.0064629215857854453 -0.0069081933386960512 -0.0031420655418468485 0.0096949399996741122 -0.00092591684879811116 0.013577238312950976 0.006402734639215423 0.0015667679085557555
leaf_weight=71 57 54 53 92 56 54 54 117 55 60 2196 52
leaf_count=71 57 54 53 92 56 54 54 117 55 60 2196 52
internal_value=0 0.00546489 0.00566329 0.00592695 -0.00093338 0.00574951 0.00242336 0.00469107 0.00613218 0.00629827 0.00610661 0.00720459
internal_weight=0 2914 2843 2734 109 2680 277 223 2403 2348 2288 169
internal_count=2971 2914 2843 2734 109 2680 277 223 2403 2348 2288 169
is_linear=0
shrinkage=0.16829


Tree=6633
num_leaves=25
num_cat=0
split_feature=4 2 12 4 4 2 3 2 2 4 12 4 13 3 4 16 2 401 4 3 3 151 16 3
split_gain=7.85499 3.75823 1.93919 1.43041 1.15279 1.63109 0.708205 0.64026 0.562852 0.39404 0.610667 0.326062 0.296542 0.302278 0.233689 0.168894 0.149003 0.192524 0.207869 0.253043 0.182983 0.284287 0.181775 0.123103
threshold=0.27258000000000004 0.14132000000000003 1.0000000180025095e-35 -0.17568999999999999 -0.0060699999999999999 0.089945000000000011 0.094635000000000011 0.11702000000000001 0.094215000000000007 0.053330000000000009 0.098785000000000012 -0.029404999999999997 -0.14258499999999999 -0.0096849999999999974 -0.5055599999999999 -0.43491999999999992 0.086545000000000025 0.074620000000000006 -0.4950449999999999 -0.10175499999999998 -0.13392999999999997 -0.012264999999999998 -0.079394999999999979 -0.010059999999999998
decision_type=2 2 2 2 2 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 11 -6 -7 8 23 16 15 -5 -9 -14 -1 -11 20 18 -18 -20 -4 -22 -23 -2
right_child=7 -3 9 4 5 6 -8 12 -10 10 -12 -13 13 -15 -16 -17 17 -19 19 -21 21 22 -24 -25
leaf_value=0.0010275513353522937 0.00058787875013054352 0.00037160005408022682 0.0013192573343715631 0.00068364040854290405 0.0012265034593215067 0.00087658727946316069 0.00038955003010174283 0.00054687784854083783 0.00086121938212366071 0.0012192594435778586 0.00068196243461196104 0.00037633880613760571 0.00040936479263191074 7.5761702196196014e-05 0.0013395983002693231 0.00098312992694088051 0.0012883171939539885 0.0009074556008233488 0.00091106714701614535 0.0010916588111436879 0.0012979024329262368 0.0011508162987262571 0.0010459157863892726 0.00035910602884398009
leaf_weight=53 52 96 54 77 98 75 58 52 67 52 66 75 61 58 55 101 52 77 99 704 87 358 391 53
leaf_count=53 52 96 54 77 98 75 58 52 67 52 66 75 61 58 55 101 52 77 99 704 87 358 391 53
internal_value=0 0.00101303 0.00103734 0.000850816 0.000755984 0.000903055 0.00066446 0.000481875 0.00062427 0.00108219 0.000948756 0.000532243 0.000338442 0.000247064 0.00118679 0.00106361 0.00109821 0.00106834 0.00108279 0.00106944 0.00112945 0.00111715 0.0010961 0.000472739
internal_weight=0 2628 2532 491 383 231 133 343 172 2041 219 152 171 119 108 153 1822 932 855 803 890 836 749 105
internal_count=2971 2628 2532 491 383 231 133 343 172 2041 219 152 171 119 108 153 1822 932 855 803 890 836 749 105
is_linear=0
shrinkage=0.0032998


Tree=6634
num_leaves=13
num_cat=0
split_feature=40 482 10 34 10 484 49 133 484 48 11 15
split_gain=0.157859 0.144346 0.14516 0.124516 0.129467 0.135226 0.162207 0.265584 0.15106 0.149142 0.116528 0.0912713
threshold=-0.085354999999999986 0.11706000000000001 0.057650000000000007 -0.081629999999999994 -1.0000000180025095e-35 0.085225000000000009 0.0033550000000000003 0.086345000000000019 0.098180000000000017 0.11928500000000002 0.079700000000000007 -0.09053499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 -2 -5 9 8 -8 -7 10 -6 -1
right_child=1 -3 -4 4 5 6 7 -9 -10 -11 -12 -13
leaf_value=0.0035631214426387042 0.013302564353239094 0.013979030460816815 -0.0029265225840043787 -0.0014167937036242641 0.005807284766444128 0.00064319532285418018 -0.011252112799543067 0.0052766062726992361 0.010519852478365628 -0.00068836761341050756 0.011154185517266858 -0.0060843425843994416
leaf_weight=57 55 54 61 81 2103 98 56 54 80 95 123 54
leaf_count=57 55 54 61 81 2103 98 56 54 80 95 123 54
internal_value=0 0.0053411 0.00517423 0.0053549 0.00519173 0.00539759 0.00194874 -0.00312168 0.00509224 0.00582477 0.00610354 -0.00111405
internal_weight=0 2860 2806 2745 2690 2609 288 110 178 2321 2226 111
internal_count=2971 2860 2806 2745 2690 2609 288 110 178 2321 2226 111
is_linear=0
shrinkage=0.16829


Tree=6635
num_leaves=21
num_cat=0
split_feature=1 447 157 0 13 2 13 15 0 0 51 39 15 456 13 13 39 151 13 15
split_gain=0.250568 0.197705 0.195454 0.181271 0.142856 0.144937 0.136894 0.133278 0.124022 0.195251 0.118341 0.150751 0.162223 0.116267 0.156625 0.0891209 0.100921 0.0916056 0.0508643 0.03717
threshold=0.12072500000000001 0.085135000000000016 -0.051074999999999988 -0.085719999999999977 -0.098524999999999988 0.090990000000000015 0.10621000000000001 -0.048914999999999993 -0.029849999999999998 0.10923000000000001 -0.067059999999999995 0.088850000000000026 -0.2987999999999999 0.041000000000000002 -0.009244999999999998 -0.094609999999999986 0.088025000000000006 0.056555000000000001 -0.085744999999999988 -0.082809999999999981
decision_type=2 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 -4 10 -5 15 -10 -2 12 -12 14 -9 -6 17 -17 -1 -7
right_child=6 -3 4 7 8 19 -8 13 9 -11 11 -13 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=-0.0011484156699117392 0.0081362745605615874 -0.0033693715680183293 0.01361329765681907 0.0051392502576194611 -0.0029316107450101507 0.0071859733863023304 -0.0083627400583598001 0.022035835709531972 -0.0069125067313849219 0.0042642593278905778 -0.011143973763564817 0.0045811902374172653 0.00058507066764948033 0.0069159263854396474 0.0098962153138522514 0.0036339201576932982 0.010394587920847992 0.010827883560921563 0.0055330059467250912 0.0011018382178861052
leaf_weight=53 52 92 83 90 52 62 54 62 80 99 57 90 80 59 60 1636 70 52 81 54
leaf_count=53 52 92 83 90 52 62 54 62 80 99 57 90 80 59 60 1636 70 52 81 54
internal_value=0 0.00428599 0.0045583 0.00795868 0.00392806 0.0082338 -0.00060361 0.0104648 0.00349637 -0.000720907 0.000891717 -0.000759914 -0.00428178 0.0131029 0.0160803 0.00391443 0.00411795 0.0038566 0.00287695 0.00436919
internal_weight=0 2685 2593 405 2188 199 333 271 1989 179 279 227 137 181 122 1810 1758 1688 134 116
internal_count=3018 2685 2593 405 2188 199 333 271 1989 179 279 227 137 181 122 1810 1758 1688 134 116
is_linear=0
shrinkage=0.16829


Tree=6636
num_leaves=21
num_cat=0
split_feature=45 475 12 16 16 4 15 16 50 159 4 12 16 4 42 156 159 42 12 49
split_gain=0.209486 0.178741 0.176108 0.154106 0.182911 0.142545 0.252477 0.13303 0.161882 0.16178 0.247855 0.130594 0.127735 0.148245 0.118198 0.104953 0.0993612 0.18174 0.0650187 0.0920372
threshold=0.082755000000000009 -0.0013449999999999996 -0.16423499999999996 -0.52541999999999989 -0.54364499999999982 -0.041794999999999992 -0.0083999999999999995 -0.14463999999999996 0.07992500000000001 -0.022294999999999995 -0.082024999999999987 1.0000000180025095e-35 0.62619000000000014 -0.10701499999999999 0.083595000000000017 0.089280000000000012 -0.06482499999999998 0.084575000000000025 -0.020034999999999994 0.059130000000000009
decision_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 -4 11 15 8 18 10 -9 -1 13 -11 -12 16 -7 -18 -5 -20
right_child=-2 2 3 7 -6 6 -8 9 -10 12 14 -13 -14 -15 -16 -17 17 -19 19 -21
leaf_value=0.0055176445790256195 0.013714796991285404 -0.007046144181136858 0.0028486970197858607 0.0083263895475784912 -0.0092868440842069268 0.0093741649191217465 -0.006227039287466333 -0.010617074315546654 0.014607238687868021 -0.0024810746562888325 -0.0046509210911573236 0.016011023698955674 0.011114515411567863 0.0032034192846320969 0.0041201368060668955 0.011084970551357629 0.0064895721021018277 -0.0064164230875556373 0.000693311991962314 0.0086104989736587034
leaf_weight=71 52 55 75 86 66 64 56 64 52 142 63 65 53 1488 140 85 76 52 156 57
leaf_count=71 52 55 75 86 66 64 56 64 52 142 63 65 53 1488 140 85 76 52 156 57
internal_value=0 0.00292987 0.00236249 0.00257513 -0.00281903 0.00594685 0.00406309 0.00290646 0.0059259 0.00236203 -0.00148195 0.0105461 0.00297293 0.0027071 0.00138923 0.00614989 0.00395573 0.00123248 0.00441009 0.00282043
internal_weight=0 2966 2497 2442 141 469 333 2301 351 1950 267 136 1683 1630 203 277 192 128 299 213
internal_count=3018 2966 2497 2442 141 469 333 2301 351 1950 267 136 1683 1630 203 277 192 128 299 213
is_linear=0
shrinkage=0.16829


Tree=6637
num_leaves=19
num_cat=0
split_feature=1 14 3 3 3 1456 1 12 3 1 49 10 3 52 3 52 43 1
split_gain=0.165706 0.138196 0.136929 0.170338 0.132949 0.126221 0.117229 0.253924 0.207227 0.193881 0.115537 0.113095 0.125138 0.104136 0.0991794 0.0860696 0.0844928 0.0626369
threshold=0.12072500000000001 -1.0000000180025095e-35 0.093925000000000022 0.0025650000000000004 0.14813000000000001 -0.15322999999999998 0.077375000000000013 0.084595000000000017 -0.021559999999999996 0.094090000000000021 0.12518000000000004 -0.23506499999999997 0.28833000000000003 -0.0064899999999999992 0.085880000000000012 0.094885000000000011 -0.048179999999999994 0.085490000000000024
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 13 -3 10 8 -8 -9 15 -2 14 -4 16 -7 -13 -5
right_child=11 2 4 17 -6 6 7 9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=0.010163350715522178 0.0060191855562279134 -0.0040594293511449116 0.00021387019029384986 0.013809687500008388 0.0055521210461416974 0.0050097557499878239 -0.0087448542602733062 0.00053147651297475395 0.0014763433501099646 0.0066671831380304752 -0.0035353873378785217 0.00040474133139922292 -0.0084257962159175349 -0.009043559759903232 0.0061217370922469379 0.001746625305381132 -0.0079021219308695306 0.0055458809595808449
leaf_weight=75 55 72 70 54 54 1078 106 323 119 267 55 103 71 67 52 293 52 52
leaf_count=75 55 72 70 54 54 1078 106 323 119 267 55 103 71 67 52 293 52 52
internal_value=0 0.00303177 0.00282615 0.00316891 -0.00150544 0.00286549 0.00308878 0.00147525 -0.00333099 0.00331119 0.0040097 -0.000944369 -0.00232851 -0.00430037 -0.000228495 0.00431369 -0.00237049 0.00977269
internal_weight=0 2685 2610 2419 191 2313 2241 815 225 590 1426 333 278 137 207 1371 155 106
internal_count=3018 2685 2610 2419 191 2313 2241 815 225 590 1426 333 278 137 207 1371 155 106
is_linear=0
shrinkage=0.16829


Tree=6638
num_leaves=21
num_cat=0
split_feature=1 52 52 13 132 0 43 3 49 0 1456 49 4 0 4 13 0 43 13 43
split_gain=0.114586 0.139183 0.165975 0.320036 0.157246 0.158755 0.195362 0.148648 0.112356 0.126492 0.16388 0.152856 0.107021 0.124318 0.107639 0.105485 0.0663963 0.0869029 0.147517 0.0348326
threshold=0.12072500000000001 0.51578500000000005 0.39985000000000009 -0.077869999999999981 0.082230000000000011 -0.067134999999999986 -0.09225499999999999 -0.095554999999999987 -0.089614999999999986 -0.13409999999999997 -0.090374999999999997 -0.008964999999999999 -0.4950449999999999 0.11160500000000002 0.056815000000000011 0.10621000000000001 -0.13619499999999998 -0.06372499999999999 -0.06286499999999999 -0.079244999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 8 -7 -6 -1 11 -11 -10 13 -8 -14 16 -2 -18 -19 -9
right_child=15 -3 3 -5 7 6 12 19 9 10 -12 -13 14 -15 -16 -17 17 18 -20 -21
leaf_value=0.0083243239980686154 -0.0046435155111259584 0.0089979587157462716 0.0042270837578224181 -0.013117842466792123 -0.0084950918085785494 0.01439839054804345 0.003344346709294164 -0.0010932667706609806 -0.0064304445540311001 -0.0063324528969050777 0.003021099714283776 0.001787849889875916 0.00041440514238584385 0.014623787094797997 0.0089112704471893487 -0.0075940679416898237 -0.002152914672154282 0 0.011466174922873244 0.0038392330217592216
leaf_weight=85 56 91 65 56 64 66 59 92 102 55 1414 172 184 53 55 54 91 79 53 72
leaf_count=85 56 91 65 56 64 66 59 92 102 55 1414 172 184 53 55 54 91 79 53 72
internal_value=0 0.00252212 0.00229424 -0.00378547 0.00259244 0.00302038 0.00598616 -0.00161334 0.00234285 0.00205012 0.00266968 -0.00126496 0.00439925 0.00869798 0.00237727 -0.000783625 0.000528085 0.00183484 0.00459758 0.00106127
internal_weight=0 2685 2594 121 2473 2245 417 228 1828 1743 1469 274 351 112 239 333 279 223 132 164
internal_count=3018 2685 2594 121 2473 2245 417 228 1828 1743 1469 274 351 112 239 333 279 223 132 164
is_linear=0
shrinkage=0.16829


Tree=6639
num_leaves=30
num_cat=0
split_feature=12 2 2 2 2 15 49 12 3 0 3 2 3 49 0 12 12 2 1212 16 47 49 43 3 49 51 16 160 12
split_gain=5.86968 2.03396 1.37829 1.48765 1.15761 0.55231 0.49725 0.434862 0.351389 0.486008 0.350499 0.450314 0.352298 0.305425 0.233607 0.201551 0.282253 0.196945 0.17326 0.169797 0.169621 0.18556 0.17922 0.154766 0.130715 0.114649 0.171941 0.0990821 0.0223507
threshold=0.078120000000000009 0.13673000000000005 0.11621000000000002 0.072175000000000017 0.092250000000000013 -0.0039399999999999991 0.090520000000000017 0.098785000000000012 1.0000000180025095e-35 -0.024974999999999997 -0.15105999999999997 0.092155000000000015 -0.10337499999999998 0.059130000000000009 -0.041534999999999996 0.088725000000000012 0.089085000000000011 0.14870000000000003 0.086260000000000017 -0.012119999999999997 0.096175000000000024 0.10078000000000002 0.049545000000000006 0.085880000000000012 -0.045589999999999992 -0.025499999999999998 -0.012324999999999997 -0.082244999999999985 0.108115
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 8 19 6 24 10 9 -1 11 -2 -12 17 20 25 -17 23 -18 -5 21 22 28 -4 -6 27 -27 -14 -9
right_child=1 -3 13 4 5 -7 -8 14 -10 -11 12 -13 15 -15 -16 16 18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30
leaf_value=0.00070955396767534212 0.0013050292016336792 0.00034198864754744692 0.0002363424555685173 0.00090274554333249449 0.00049227442669767221 0.0008489529440175044 0.00074620982488495609 0.00092845498700289174 0.00021172982672484721 0.00028403058726939089 0.00070188421248033579 0.00091204778408546325 0.00095944918767421235 0.00051682007395021821 0.00058115509731774249 0.00064462694411689082 0.00086938107560814747 0.00012161183359918137 0.0010286464238578646 0.001143616768481885 0.00064747871227520534 0.00068181637161475732 0.00075405941858329949 0.00047417561048427519 0.0002594524198183046 0.00096680787462501778 0.00084976500066522541 0.0011532823421450532 0.0010228044004126869
leaf_weight=62 56 76 62 83 54 80 64 86 70 56 93 76 71 84 52 56 563 61 89 55 52 54 64 59 53 472 202 54 59
leaf_count=62 56 76 62 83 54 80 64 86 70 56 93 76 71 84 52 56 563 61 89 55 52 54 64 59 53 472 202 54 59
internal_value=0 0.000873049 0.000548561 0.000639229 0.000755811 0.000621965 0.000515565 0.00089226 0.000397817 0.000507909 0.000914252 0.00107903 0.000900635 0.000351754 0.00078838 0.000912877 0.000871724 0.000275376 0.000891175 0.000999 0.000822477 0.000856944 0.000902023 0.000352602 0.000377281 0.000949299 0.000931782 0.00104347 0.000967088
internal_weight=0 2175 843 577 389 251 171 2099 188 118 1732 132 1600 266 367 1507 708 182 652 138 315 263 209 121 107 799 674 125 145
internal_count=3018 2175 843 577 389 251 171 2099 188 118 1732 132 1600 266 367 1507 708 182 652 138 315 263 209 121 107 799 674 125 145
is_linear=0
shrinkage=0.0032998


Tree=6640
num_leaves=25
num_cat=0
split_feature=1 155 47 12 1 12 12 150 49 48 14 43 49 13 14 159 13 474 43 159 1 150 49 1447
split_gain=8.88589 1.52371 1.68301 0.905217 0.802898 0.583586 0.498998 0.443324 0.434048 0.417814 0.328607 0.29986 0.186861 0.185465 0.245499 0.138192 0.187591 0.148075 0.132535 0.131941 0.0980334 0.0924251 0.0997313 0.0537607
threshold=0.10575500000000002 0.09198000000000002 0.087850000000000025 0.056995000000000011 0.15190500000000004 0.11697000000000002 0.089435000000000014 0.087675000000000017 -0.058504999999999995 0.094275000000000012 0.076450000000000004 -0.076179999999999984 -0.014479999999999998 -0.15569499999999997 -0.10523499999999998 -0.023859999999999996 -0.100615 0.089365000000000014 -0.025879999999999997 0.084435000000000024 0.087545000000000026 0.083435000000000023 -0.081489999999999993 -0.073304999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 6 10 8 11 -2 -4 12 -1 21 -10 -15 18 -17 -18 23 20 -13 -5 -23 -14
right_child=1 -3 9 5 -6 -7 -8 -9 13 -11 -12 19 15 14 -16 16 17 -19 -20 -21 -22 22 -24 -25
leaf_value=0.00071179729596741856 0.00059977664616381408 0.001079139661133941 0.00094018624798182277 0.00077912724843750192 2.3129301318000893e-05 0.00073728880256385717 0.00065738449467042984 0.00054341075326851378 0.00047387937702357162 0.00059195736659175928 0.0012563597669387398 0.00096331864051638788 0.00096619849478711594 0.00043084591136168042 0.0001619234028704553 0.00083041477065943538 0.0010029036974994164 0.0011643967063817682 0.001231834260583092 0.0010649926439265118 0.00079965125218682011 0.0010586180566080337 0.00084802134930190849 0.001083816288575857
leaf_weight=94 71 52 86 53 58 88 89 53 53 68 60 88 69 55 115 68 1274 68 56 64 81 52 52 154
leaf_count=94 71 52 86 53 58 88 89 53 53 68 60 88 69 55 115 68 1274 68 56 64 81 52 52 154
internal_value=0 0.000536897 0.000489449 0.000973272 0.000385584 0.00100148 0.00044038 0.000825142 0.000374569 0.000786652 0.00101366 0.000870697 0.00100576 0.000302708 0.000249135 0.00101603 0.00100242 0.00101111 0.00108469 0.000934651 0.000885083 0.000894965 0.000953658 0.00104758
internal_weight=0 647 595 2374 441 1994 383 380 294 154 1906 327 1846 223 170 1689 1410 1342 279 233 169 157 104 223
internal_count=3021 647 595 2374 441 1994 383 380 294 154 1906 327 1846 223 170 1689 1410 1342 279 233 169 157 104 223
is_linear=0
shrinkage=0.0032998


Tree=6641
num_leaves=34
num_cat=0
split_feature=12 10 15 3 12 132 49 49 15 3 49 12 3 12 43 49 52 43 52 43 1212 12 49 15 133 15 42 133 3 156 12 42 43
split_gain=10.3495 2.50334 2.41728 1.29717 1.25594 1.07136 0.726048 0.434542 0.378807 0.781686 0.369607 0.323068 0.293459 0.292256 0.289368 0.287522 0.2277 0.272606 0.223446 0.211306 0.159842 0.184637 0.169902 0.145932 0.124231 0.124103 0.122666 0.117875 0.0922687 0.0640489 0.0524029 0.0497405 0.0255292
threshold=0.056995000000000011 -1.0000000180025095e-35 -0.24211499999999997 0.11391500000000002 0.098355000000000012 0.080815000000000012 -0.032374999999999994 -0.008624999999999999 -0.42075999999999997 0.10766000000000002 0.094245000000000009 0.087745000000000004 -0.12711499999999995 -1.0000000180025095e-35 -0.11158 -0.082254999999999981 0.25544500000000009 -0.080324999999999994 -0.057374999999999995 0.0044550000000000006 0.041590000000000009 0.085525000000000004 -0.0096099999999999988 0.091600000000000015 0.017095000000000003 -0.074124999999999983 -0.087244999999999975 0.41435500000000008 -0.081224999999999978 0.085805000000000006 0.108725 0.097140000000000018 -0.07138499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 11 6 15 -6 9 -1 13 12 -3 -8 -13 -4 23 -18 -5 20 22 -22 -14 26 25 -9 -16 31 -25 -15 -27 -26 -19
right_child=1 4 3 18 7 -7 10 24 -10 -11 -12 14 19 29 16 -17 17 32 -20 -21 21 -23 -24 28 27 30 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.00033839698575841611 0.00049863011362293258 0.0015050463063904077 0.00094960776203782281 0.00074667618917011104 0.00077741184841111706 0.00050724202594591033 0.0010393441705165937 0.00093589740306355019 0.00020547972898849736 0.00083820743379536366 0.00087152805792129265 0.0010474119156188885 0.0012081042766890907 0.0013642920824347923 0.0013198475353682459 0.00064125573456293465 0.0015528780766361115 0.0011997497052792707 0.00046810972862492312 0.0011129519102825798 0.0010620855217200332 0.0013357689918303862 0.0013677558732104055 0.0014224879849224735 0.0012780727811304991 0.0010452899381212647 0.0011685806928919177 0.0010339060313778283 0.0012465210999796478 0.0011969541972956922 0.0011890887514530697 0.0011408821157759157 0.0013168526529623822
leaf_weight=88 54 79 73 53 52 53 102 78 53 56 59 98 95 60 71 62 52 55 80 69 58 54 387 52 75 73 491 58 111 53 55 60 52
leaf_count=88 54 79 73 53 52 53 102 78 53 56 59 98 95 60 71 62 52 55 80 69 58 54 387 52 75 73 491 58 111 53 55 60 52
internal_value=0 0.00120155 0.000762262 0.000867222 0.00121899 0.000950008 0.0010073 0.00106345 0.000445073 0.000533012 0.00110524 0.00125966 0.00131225 0.00116921 0.00121988 0.000808255 0.00123896 0.00135398 0.000579382 0.00128923 0.00130965 0.00119435 0.00133636 0.00121368 0.00110064 0.0010426 0.00118775 0.00116241 0.00130287 0.00128612 0.00110735 0.00121736 0.00125699
internal_weight=0 2229 792 595 2175 462 409 451 197 144 274 1724 742 215 982 135 884 159 133 663 594 112 482 725 399 206 562 193 163 113 128 135 107
internal_count=3021 2229 792 595 2175 462 409 451 197 144 274 1724 742 215 982 135 884 159 133 663 594 112 482 725 399 206 562 193 163 113 128 135 107
is_linear=0
shrinkage=0.0032998


Tree=6642
num_leaves=26
num_cat=0
split_feature=49 12 403 47 159 133 16 49 49 156 51 12 52 52 52 43 43 1 403 1419 16 15 52 15 12
split_gain=0.205236 0.181062 0.282763 0.239559 0.215889 0.315579 0.300744 0.337105 0.137597 0.127701 0.125606 0.225215 0.248055 0.122202 0.10414 0.117801 0.0941504 0.185976 0.146497 0.0900506 0.136223 0.0894733 0.0797938 0.0674599 0.0500332
threshold=-0.21083999999999997 0.083885000000000015 0.085340000000000013 0.096770000000000009 0.094385000000000011 0.086925000000000016 -0.33811499999999994 -0.058504999999999995 0.10570500000000001 0.11815500000000002 -0.10998999999999999 0.10134500000000002 -0.11183499999999999 -0.010034999999999999 0.12441000000000001 -0.080324999999999994 -0.11366999999999998 0.077375000000000013 -1.0000000180025095e-35 0.086260000000000017 0.20277000000000003 -0.45371999999999996 0.37486000000000003 -0.080264999999999989 0.096675000000000025
decision_type=2 2 2 2 2 2 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 -5 10 11 12 -3 -7 16 22 17 18 -12 20 -18 -6 -16 -17 -25
right_child=1 9 -4 8 21 13 7 -9 -10 -11 14 -13 -14 -15 15 23 19 -19 -20 -21 -22 -23 -24 24 -26
leaf_value=-0.004336877722196048 0.0055595867481527429 0.022074060033002354 0.013811328278448731 0.015368600991576827 0.00084276468192382055 0.01158601161544784 0.0053064386151354514 -0.0073276847911643945 0.0030739534038315376 -0.0019171397478737527 0.010335050279594601 0.0010786922056860995 0.0062464593259751976 0.0007682411518443417 0.0081137676103126451 0.00022852982597991299 0.0051694155138549665 -0.00548910669792038 -0.0015042840321111337 0.011936860151495325 -0.0029069559357645077 0.0093125098433851083 0.016890192333783579 0.009950184100803252 0.0032383226795999918
leaf_weight=78 98 57 58 52 56 68 74 309 52 67 68 55 56 53 67 54 1172 75 52 52 62 98 54 81 53
leaf_count=78 98 57 58 52 56 68 74 309 52 67 68 55 56 53 67 54 1172 75 52 52 62 98 54 81 53
internal_value=0 0.004398 0.00243387 0.00166447 0.000620151 -0.000815592 -0.00275082 -0.00488194 0.00923855 0.00528752 0.00553497 0.0099461 0.0142462 0.0068625 0.00511996 0.00793792 0.0045308 0.00107325 0.0051897 0.00505369 0.00476218 0.00624427 0.0120454 0.00528473 0.0073089
internal_weight=0 2943 918 860 756 602 481 383 104 2025 1958 168 113 121 1790 309 1481 195 120 1286 1234 154 121 188 134
internal_count=3021 2943 918 860 756 602 481 383 104 2025 1958 168 113 121 1790 309 1481 195 120 1286 1234 154 121 188 134
is_linear=0
shrinkage=0.16829


Tree=6643
num_leaves=30
num_cat=0
split_feature=4 40 0 11 16 0 4 0 51 14 16 51 124 0 4 0 4 4 16 131 1213 43 4 51 49 151 403 4 51
split_gain=10.0389 2.41533 0.811094 2.46394 1.33087 0.762766 1.04844 0.886444 0.626221 0.592902 0.953678 0.319853 0.470978 0.29828 0.275869 0.238591 0.181607 0.213748 0.177339 0.171977 0.167298 0.148036 0.136778 0.126642 0.121181 0.117253 0.108957 0.107868 0.0983104
threshold=0.31392000000000003 -0.034699999999999988 -0.10028499999999999 1.0000000180025095e-35 -0.0088649999999999996 -0.064994999999999983 -0.39175499999999991 -0.040094999999999992 0.078960000000000016 -0.45687499999999998 -0.49353499999999995 0.041320000000000003 -0.080429999999999988 -0.10147999999999999 0.0033150000000000007 0.12429000000000001 -0.050244999999999991 -0.078249999999999986 -0.10227499999999999 0.090495000000000006 0.11864000000000001 -0.081694999999999976 -0.014854999999999998 -0.11101499999999999 0.088465000000000002 -1.0000000180025095e-35 -0.072664999999999993 0.23355000000000001 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 8 14 15 22 18 -2 13 12 -1 25 16 23 17 20 27 28 -4 -16 -8 -7 -23 -11 -19 -3 -18
right_child=9 2 5 -5 -6 6 7 -9 -10 10 -12 -13 -14 -15 21 -17 19 26 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00065614437154483092 0.00077089314227279243 0.0012511763967428193 0.0011903579432474358 0.0015159904701814255 0.00039120939293536708 0.0011982641878328978 0.001112574903067634 0.00061832366273258902 0.00072615009026302812 0.00055962056754848546 0.00016212448757058431 0.00053041149035618995 0.0010247788086227979 0.00036666637405539942 0.0012243058708953302 0.0010497393148762957 0.0013466433827892697 0.0012176984510374441 0.00090237083038844106 0.0014216144060356856 0.0013822147083815881 0.0011166132097783254 0.00091524978313017456 0.0014247320211716718 0.00093808758946062852 0.00078111160407548573 0.0010526021070443566 0.0010529005436848578 0.0012109223008012662
leaf_weight=80 64 54 568 79 54 55 100 85 86 53 100 52 73 52 61 56 74 61 52 61 57 91 67 60 84 55 193 78 416
leaf_count=80 64 54 568 79 54 55 100 85 86 53 100 52 73 52 61 56 74 61 52 61 57 91 67 60 84 55 193 78 416
internal_value=0 0.00110068 0.00112903 0.00099287 0.00086521 0.00115528 0.00102952 0.000893679 0.00095988 0.000485735 0.000415407 0.000755865 0.000832259 0.000573488 0.00118719 0.0012295 0.00120466 0.00117457 0.00106893 0.0012526 0.00120791 0.0010812 0.00103362 0.00131673 0.00103112 0.000672743 0.00109239 0.00113428 0.00123149
internal_weight=0 2697 2492 403 324 2089 423 252 270 324 260 205 153 160 1666 171 1430 879 184 551 625 236 167 115 175 108 254 132 490
internal_count=3021 2697 2492 403 324 2089 423 252 270 324 260 205 153 160 1666 171 1430 879 184 551 625 236 167 115 175 108 254 132 490
is_linear=0
shrinkage=0.0032998


Tree=6644
num_leaves=26
num_cat=0
split_feature=1 12 1 14 12 160 15 12 13 43 0 1453 50 15 13 12 12 1 52 15 52 1456 50 12 43
split_gain=12.335 2.45181 2.70383 0.999459 0.958634 0.714708 0.643152 0.519392 0.464437 0.318727 0.366545 0.288139 0.308178 0.23238 0.231578 0.369621 0.213394 0.335757 0.250271 0.211031 0.179814 0.144637 0.138128 0.126826 0.0996378
threshold=0.10075500000000003 0.085075000000000026 0.13332000000000002 0.073890000000000011 0.056995000000000011 -1.0000000180025095e-35 -0.2987999999999999 0.11697000000000002 -0.0042049999999999995 -0.077614999999999976 -0.10147999999999999 -0.078199999999999978 0.083090000000000011 -0.097794999999999979 -1.0000000180025095e-35 -0.089399999999999993 0.087765000000000024 0.074220000000000022 0.37486000000000003 -0.035654999999999992 -0.097599999999999978 0.083690000000000014 0.090195000000000011 0.097810000000000022 -0.065749999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 19 4 9 8 -7 11 -2 -1 13 -6 16 -11 15 -8 17 -13 -18 24 -12 22 -14 -21 -3
right_child=1 2 -4 -5 7 6 14 -9 -10 10 20 12 21 -15 -16 -17 18 -19 -20 23 -22 -23 -24 -25 -26
leaf_value=0.00076016987460324236 0.0005345878401123112 0.0010210441011498646 0.00021351063571647383 0.0014809789323151697 0.0009258864696870822 0.0001891856327672703 0.00064597585823103325 0.00088704959175495829 0.00093271438729494618 0.0010309750587155799 0.0010124356654839636 0.0012275104463158732 0.0013802957655743686 0.000721092245349829 0.00064182751454665873 0.00031052792109111728 0.0010931627168807737 0.00094506738454046833 0.0012871714286784002 0.0012691232157237737 0.0012799233844133047 0.0013945525438198833 0.0011924249125545212 0.0010319893787694248 0.0008333113296012186
leaf_weight=74 71 88 53 90 55 91 57 78 59 53 58 477 54 55 96 98 726 52 83 52 56 69 272 52 52
leaf_count=74 71 88 53 90 55 91 57 78 59 53 58 477 54 55 96 98 726 52 83 52 56 69 272 52 52
internal_value=0 0.00065485 0.000889895 0.00113902 0.00112477 0.000506877 0.000427454 0.00115254 0.000715547 0.000949636 0.00101263 0.0011641 0.00117164 0.000873491 0.000513698 0.000434113 0.00114742 0.00119981 0.00111311 0.00103667 0.00114414 0.0012536 0.00122365 0.0011509 0.000951566
internal_weight=0 769 297 2252 2162 472 342 1866 130 296 222 1788 1733 108 251 155 1338 529 809 244 114 395 326 104 140
internal_count=3021 769 297 2252 2162 472 342 1866 130 296 222 1788 1733 108 251 155 1338 529 809 244 114 395 326 104 140
is_linear=0
shrinkage=0.0032998


Tree=6645
num_leaves=17
num_cat=0
split_feature=10 30 401 0 11 11 1213 52 52 151 481 402 484 52 0 1212
split_gain=0.442759 0.161011 0.121775 0.18065 0.160131 0.193696 0.159857 0.287549 0.146894 0.108628 0.125851 0.118084 0.109955 0.107229 0.0710307 0.0540415
threshold=-0.092019999999999977 0.083930000000000018 0.080265000000000017 -0.079324999999999993 1.0000000180025095e-35 0.084800000000000014 -0.081649999999999986 0.087400000000000019 0.0030150000000000008 0.092070000000000013 -0.010159999999999999 0.024060000000000002 -0.081534999999999982 -0.06860999999999999 -0.088444999999999982 -0.020729999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 14 6 -6 7 8 -2 10 12 -12 -8 -7 -4 -16
right_child=1 -3 3 -5 5 13 9 -9 -10 -11 11 -13 -14 -15 15 -17
leaf_value=-0.0067218952289827376 0.010332728826761589 -0.0018908816110753672 0.00072694645021092628 -0.0037595388747478837 0.0189266732111582 0.011705298596683485 0.0040484345831224844 0.0026189075680318292 0.022637716571390958 0.011734794884327002 0.0051525728195514009 -0.00066820644724599769 0.0119420622965777 0.002133605216683964 0.011219167971337403 0.0042677740772562806
leaf_weight=83 60 76 61 87 60 74 79 76 52 77 1759 104 140 61 64 65
leaf_count=83 60 76 61 87 60 74 79 76 52 77 1759 104 140 61 64 65
internal_value=0 0.00573487 0.00594109 0.0025794 0.00630671 0.0109515 0.00592003 0.010637 0.0160618 0.00550846 0.00527733 0.00482667 0.00910279 0.00739362 0.00549142 0.00773046
internal_weight=0 2895 2819 277 2542 195 2347 188 112 2159 2082 1863 219 135 190 129
internal_count=2978 2895 2819 277 2542 195 2347 188 112 2159 2082 1863 219 135 190 129
is_linear=0
shrinkage=0.16829


Tree=6646
num_leaves=11
num_cat=0
split_feature=10 9 40 1373 157 157 1203 1 474 148
split_gain=0.306426 0.190795 0.138182 0.0896629 0.0960631 0.125254 0.116857 0.0970474 0.0946881 0.0910427
threshold=-0.092019999999999977 -0.077359999999999984 0.083905000000000007 0.087010000000000018 -0.082714999999999983 -0.080299999999999996 0.09117500000000002 0.077845000000000011 0.084835000000000008 -0.077864999999999976
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 7 -6 9 8 -3 -7
right_child=1 2 -4 -5 5 6 -8 -9 -10 -11
leaf_value=-0.0055906691406622114 -0.0047685591806624142 0.0022528453218707816 -0.0029381066451376271 -0.0015000675005712311 -0.003024051914665832 0.01064084559287125 -0.0019256329810181945 0.013067937236540327 0.011019022936886948 0.0051339917395928358
leaf_weight=83 58 85 61 56 54 89 64 86 60 2282
leaf_count=83 58 85 61 56 54 89 64 86 60 2282
internal_value=0 0.00477069 0.00496634 0.00514068 0.00527806 0.00497166 0.00514972 0.00857173 0.00589262 0.00534146
internal_weight=0 2895 2837 2776 2720 2489 2435 231 145 2371
internal_count=2978 2895 2837 2776 2720 2489 2435 231 145 2371
is_linear=0
shrinkage=0.16829


Tree=6647
num_leaves=14
num_cat=0
split_feature=2 106 4 15 1 3 12 12 48 13 1 15 48
split_gain=0.207621 0.115294 0.103377 0.164634 0.137883 0.123342 0.0988581 0.148639 0.28288 0.0931262 0.0910099 0.113624 0.0515454
threshold=0.25063000000000007 0.085275000000000004 0.31392000000000003 -0.14051999999999998 0.14065000000000003 0.11269500000000002 -0.090069999999999997 0.084065000000000015 0.090935000000000016 0.17888000000000001 0.12000500000000001 -0.19153499999999998 0.090435000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 12 10 6 -5 8 -8 -9 11 -4 -1
right_child=-2 -3 4 5 -6 -7 7 9 -10 -11 -12 -13 -14
leaf_value=0.0058915772661478462 -0.006144951050345699 -0.003759503859019379 0.0066553503146188605 -0.0015820592351706751 0.0085197276554189721 -0.0017040937296278959 0.0089465036282535739 0.0035424214911387287 -0.0031120763617337173 0.0093970006133665719 -0.0051112225218646603 -0.0035077847200743117 0.011902379167436894
leaf_weight=70 59 54 67 78 54 101 387 1715 64 81 89 58 101
leaf_count=70 59 54 67 78 54 101 387 1715 64 81 89 58 101
internal_value=0 0.00392709 0.0040726 0.00439752 0.000917265 0.00404049 0.00429081 0.00449547 0.00723132 0.00380746 -0.000992719 0.00192528 0.00945232
internal_weight=0 2919 2865 2597 268 2426 2325 2247 451 1796 214 125 171
internal_count=2978 2919 2865 2597 268 2426 2325 2247 451 1796 214 125 171
is_linear=0
shrinkage=0.16829


Tree=6648
num_leaves=17
num_cat=0
split_feature=3 10 9 2 16 16 52 49 49 52 457 16 16 1453 3 456
split_gain=0.157846 0.0952332 0.132868 0.13071 0.0899316 0.201673 0.237202 0.214019 0.275329 0.197174 0.153414 0.12967 0.120201 0.103858 0.0735881 0.0711462
threshold=0.28833000000000003 -0.11133 0.082325000000000023 -0.0098549999999999974 -0.005239999999999999 0.058875000000000004 0.10096500000000001 -0.0010999999999999996 0.036605000000000006 -0.067494999999999986 -0.016289999999999995 -0.016354999999999998 -0.011849999999999998 -0.047844999999999992 0.41110500000000005 0.041000000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 10 7 9 -6 -9 -7 15 13 -13 -12 -2 -5
right_child=14 2 -4 4 5 6 -8 8 -10 -11 11 12 -14 -15 -16 -17
leaf_value=-0.0035613276908392708 -0.0069242268888908024 -0.0038106549573767106 0.010590697791019125 0.0019653151049419176 0.00521629653496188 0.0038012085598567737 -0.0051413177245825835 -0.0088776266529201099 0.0052174404847417279 0.013337397864373034 -0.0032122669014769821 0.014724573637093659 0.0057151134263371661 0.0043560817697352178 0.0011947499628290532 -0.0057673970035489559
leaf_weight=55 61 71 73 82 88 427 72 136 55 72 53 64 125 1422 65 57
leaf_count=55 61 71 73 82 88 427 72 136 55 72 53 64 125 1422 65 57
internal_value=0 0.00335744 0.00349414 0.0033033 0.00349436 0.00206314 0.00387607 -0.00164076 -0.00480943 0.00518077 0.00416809 0.00461698 0.00877544 0.00408292 -0.00272161 -0.00119273
internal_weight=0 2852 2797 2724 2653 850 571 279 191 499 1803 1664 189 1475 126 139
internal_count=2978 2852 2797 2724 2653 850 571 279 191 499 1803 1664 189 1475 126 139
is_linear=0
shrinkage=0.16829


Tree=6649
num_leaves=23
num_cat=0
split_feature=3 2 15 2 2 2 2 13 16 16 16 11 51 3 13 13 3 16 131 13 16 15
split_gain=8.86132 3.41684 2.34624 1.36616 0.986004 0.891434 0.713847 0.510006 0.491278 0.487803 0.38969 0.426362 0.326051 0.31038 0.221551 0.195448 0.125766 0.325983 0.118602 0.117699 0.110025 0.100219
threshold=-0.053364999999999996 0.11891500000000001 -0.24511999999999998 0.072175000000000017 0.093320000000000014 0.123795 0.17553000000000005 -0.055229999999999994 -0.088099999999999984 0.0054050000000000009 -0.25397999999999993 1.0000000180025095e-35 -0.092389999999999986 0.097775000000000015 -0.075154999999999986 0.032645000000000007 -0.082234999999999989 0.15273500000000004 0.089055000000000009 -0.0062949999999999994 -0.013049999999999997 -0.053969999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 8 20 10 7 -3 -2 13 21 12 14 -6 -12 -13 17 -14 -18 -10 -5 -4
right_child=1 6 5 4 9 -7 -8 -9 19 -11 11 15 16 -15 -16 -17 18 -19 -20 -21 -22 -23
leaf_value=0.00041425105213363658 0.00039980643004176571 0.00030905393451097603 0.0010763341004262606 0.0010902756133311902 0.00084172557071197853 0.00076353213085004036 4.7710403692416561e-05 0.00065371643421691507 0.00063369468244008954 0.0010367322255024796 0.0011606212922885605 0.0014440242399008229 0.0011494790744772112 0.00054941155868183796 0.00089263388643819118 0.0012044136261707072 0.0011286142872677185 0.0013715163881107759 0.0010094132749523539 0.00085399128425401477 0.0012839362810441977 0.00088941170726730483
leaf_weight=53 76 101 54 83 96 75 57 88 54 79 52 69 814 69 103 88 570 81 116 56 58 86
leaf_count=53 76 101 54 83 96 75 57 88 54 79 52 69 814 69 103 88 570 81 116 56 58 86
internal_value=0 0.000697454 0.00110102 0.000837571 0.00094992 0.00111827 0.000372079 0.000469718 0.000604832 0.000822489 0.00113134 0.00114387 0.00112883 0.000719699 0.000982767 0.00130994 0.00114312 0.00116961 0.00110851 0.000746166 0.00117019 0.000961762
internal_weight=0 817 2161 571 385 2108 246 189 186 244 2033 1893 1736 165 155 157 1581 895 686 110 141 140
internal_count=2978 817 2161 571 385 2108 246 189 186 244 2033 1893 1736 165 155 157 1581 895 686 110 141 140
is_linear=0
shrinkage=0.0032998


Tree=6650
num_leaves=13
num_cat=0
split_feature=39 15 12 403 4 16 3 3 2 147 3 52
split_gain=0.22546 0.341794 0.256055 0.179243 0.133938 0.20691 0.146119 0.161457 0.153896 0.157584 0.129702 0.0487463
threshold=0.10189000000000001 -0.089849999999999985 -0.14823499999999998 -0.5492149999999999 -0.17568999999999999 0.092980000000000021 -0.17010999999999998 -0.15288999999999997 0.15000000000000002 0.086295000000000011 0.084670000000000009 -0.5320649999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 -5 -6 -8 9 -9 11 -7
right_child=1 -3 3 4 6 10 7 8 -10 -11 -12 -13
leaf_value=0.015562860706312607 0.0036739678847431331 -0.013884849864757924 0.013155340171034906 0.016583789868744023 -0.0055631732571635607 0.0044868400448018391 0.011834907491983538 0.0029636999189466282 -0.0055721726269147755 0.0096143600363700812 0.010389316035668087 -0.0027227616884974528
leaf_weight=52 79 52 55 53 54 53 61 2219 57 106 66 53
leaf_count=52 79 52 55 53 54 53 61 2219 57 106 66 53
internal_value=0 -0.00328223 0.00385211 0.00363217 0.00343909 0.00737746 0.00308349 0.00327535 0.0030554 0.00326769 0.00453018 0.00086509
internal_weight=0 131 2829 2777 2722 225 2497 2443 2382 2325 172 106
internal_count=2960 131 2829 2777 2722 225 2497 2443 2382 2325 172 106
is_linear=0
shrinkage=0.16829


Tree=6651
num_leaves=29
num_cat=0
split_feature=1 4 3 2 52 1 42 2 4 52 16 2 2 11 2 3 52 0 1 15 16 3 4 1212 51 52 16 1429
split_gain=17.8008 3.83012 2.1167 1.17883 0.949939 0.718963 0.496473 0.468406 0.43052 0.373602 0.357765 0.327052 0.290164 0.48241 0.373714 0.354612 0.287974 0.267553 0.235132 0.246448 0.365708 0.216469 0.231454 0.179733 0.171911 0.171472 0.254366 0.131953
threshold=0.10123500000000001 0.27020000000000005 -0.070724999999999996 0.095850000000000005 -0.046194999999999993 0.11690500000000002 0.099665000000000017 0.13154000000000002 -0.011209999999999999 0.27203000000000005 -0.069169999999999995 -0.021469999999999996 -0.013084999999999998 0.074925000000000005 0.088005000000000014 -0.055389999999999988 -0.11183499999999999 -0.083039999999999989 0.082135000000000014 -0.044884999999999994 -0.040874999999999995 0.085880000000000012 0.44128500000000004 0.11367500000000001 -0.019539999999999998 0.029970000000000007 0.19384500000000002 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 2 2 2
left_child=3 2 16 9 5 -4 11 8 18 12 -6 -3 -1 14 23 24 -2 -11 19 -5 -21 -13 -23 27 -16 26 -10 -14
right_child=1 6 4 7 10 -7 -8 -9 25 17 -12 21 13 -15 15 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=0.0010204625309278236 0.0012347076716816075 0.0005841427190111211 0.00064165396619289376 0.001321462020161252 0.0010501123481988898 0.0001800432666073194 6.7738172013281705e-05 0.00076180118948284564 0.00079749989875740088 0.0011900199804430541 0.00067217518576174974 0.00017123344022910636 0.0013032810303665004 0.0015253939281663178 0.0010456495621672583 0.00093364824922391682 0.000955571725992252 0.00088564513374203102 0.001382077409042266 0.0012398542357459669 0.00088977632351972804 0.00026654839726551814 0.00056903699548096825 0.0010906868400946954 0.001234216454341387 0.00109328745613741 0.0010938714374256339 0.0011313128221076513
leaf_weight=60 84 70 89 54 53 63 65 54 85 78 58 69 852 71 66 63 81 55 54 62 71 60 52 53 331 100 52 55
leaf_count=60 84 70 89 54 53 63 65 54 85 78 58 69 852 71 66 63 81 55 54 62 71 60 52 53 331 100 52 55
internal_value=0 0.000601145 0.000804638 0.00119116 0.000620524 0.00045056 0.000325417 0.0010553 0.00108838 0.00123406 0.000852949 0.000392006 0.00124859 0.00125774 0.00124434 0.00116615 0.00109789 0.00106442 0.00118731 0.00113088 0.00105324 0.000317505 0.000407304 0.00128177 0.00120296 0.000987629 0.000910248 0.00129289
internal_weight=0 744 428 2216 263 152 316 532 478 1684 111 251 1551 1491 1420 460 165 133 241 187 133 181 112 960 397 237 137 907
internal_count=2960 744 428 2216 263 152 316 532 478 1684 111 251 1551 1491 1420 460 165 133 241 187 133 181 112 960 397 237 137 907
is_linear=0
shrinkage=0.0032998


Tree=6652
num_leaves=26
num_cat=0
split_feature=4 12 15 150 3 3 15 0 42 51 3 12 150 15 4 15 15 0 13 43 12 12 4 0 12
split_gain=12.0565 3.90117 1.34752 1.00525 0.955193 0.779131 0.83417 0.767343 0.67479 0.674092 0.561083 0.523942 0.48045 0.544618 0.40211 0.401708 0.330463 0.262405 0.187778 0.185084 0.228398 0.220364 0.169094 0.101328 0.081232
threshold=0.31392000000000003 0.056995000000000011 0.13592500000000005 0.089155000000000012 -0.0048549999999999991 -0.12711499999999995 0.025430000000000005 -0.077614999999999976 0.099665000000000017 -0.098264999999999977 0.13772500000000001 0.096990000000000007 0.081245000000000026 -0.43587999999999999 -0.062804999999999986 -0.088819999999999982 -0.50173499999999993 -0.091399999999999995 -0.0065549999999999992 -0.0035149999999999995 0.083785000000000012 0.085905000000000023 0.0051950000000000008 -0.072924999999999976 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 7 6 24 -1 12 22 14 19 13 16 -6 -16 -2 -13 -9 20 -11 -21 -7 -19 -3
right_child=8 2 -4 -5 10 9 -8 18 -10 11 -12 17 -14 -15 15 -17 -18 23 -20 21 -22 -23 -24 -25 -26
leaf_value=0.00095963126107634843 0.00040126562094455423 0.0010990636399240495 0.00066909484895897556 0.00051678296935867864 0.0012838417539690649 0.0010754617283931633 0.0016481278996840502 0.00068581453372407121 0.00014185427786399257 0.0014237478606971337 0.00073882021971475253 0.00084216651408092679 0.00076179049554925867 0.00023095440477007332 0.0011468096650514904 0.00078134362865744358 0.00077364107965717727 0.0011726529186397254 0.00040276706968431111 0.00098304116084647702 0.0012210559940007068 0.001188847086675805 0.00086001648734553363 0.0010340724882242905 0.001292092442691805
leaf_weight=92 53 52 57 80 91 78 79 52 70 67 55 52 62 86 82 56 52 123 52 75 965 267 87 123 52
leaf_count=92 53 52 57 80 91 78 79 52 70 67 55 52 62 86 82 56 52 123 52 75 965 267 87 123 52
internal_value=0 0.00110492 0.00117087 0.00086025 0.000917421 0.00118501 0.00139133 0.000739606 0.000429289 0.00116444 0.00104001 0.00118438 0.000508677 0.00042633 0.0011122 0.00099876 0.000586016 0.00105802 0.00054463 0.00121177 0.00123425 0.00114382 0.000962077 0.00110351 0.00119592
internal_weight=0 2637 2077 560 480 2020 183 196 323 1837 284 1672 253 191 229 138 105 298 104 1374 1032 342 165 246 104
internal_count=2960 2637 2077 560 480 2020 183 196 323 1837 284 1672 253 191 229 138 105 298 104 1374 1032 342 165 246 104
is_linear=0
shrinkage=0.0032998


Tree=6653
num_leaves=30
num_cat=0
split_feature=1 3 2 2 14 2 2 3 3 39 13 3 2 16 16 16 475 1 1 2 15 15 1 0 0 39 1203 13 3
split_gain=15.1288 2.37101 1.36756 1.36323 0.955666 0.919699 0.814873 1.15305 0.955101 0.679425 0.586745 0.498043 0.485132 0.400398 0.365941 0.307131 0.279641 0.254513 0.766762 0.251738 0.209804 0.190054 0.169734 0.158755 0.156539 0.146704 0.124425 0.0666613 0.0311764
threshold=0.10331000000000003 -0.063264999999999988 0.11504500000000002 0.095850000000000005 0.073890000000000011 -0.013084999999999998 0.14492000000000002 0.076825000000000018 0.28833000000000003 0.084475000000000008 -0.0079349999999999993 -0.072274999999999992 0.11366500000000002 -0.092354999999999979 0.062910000000000008 0.15273500000000004 -0.085774999999999976 0.084675000000000014 0.092485000000000026 0.097505000000000022 -0.091664999999999983 -0.015824999999999995 0.091280000000000014 -0.037444999999999992 -0.22163999999999998 0.089030000000000012 0.078860000000000013 -0.068484999999999976 -0.074959999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 5 -1 7 10 24 12 25 16 14 -2 19 -14 -7 -13 -19 -5 -21 -15 26 -16 -9 -3 -18 -24 -22
right_child=1 6 -4 9 -6 11 -8 8 -10 -11 -12 17 15 21 23 -17 22 18 -20 20 28 -23 27 -25 -26 -27 -28 -29 -30
leaf_value=0.00093157255197753093 0.00090782817352366295 0.00075661999759277449 0.00055608915281404859 0.00097469719751434847 0.0016848552325218458 0.0011563920762203985 0.0003360470094727588 0.00093062277513252174 0.00055818886339822861 0.00080030960701251959 0.00022308431328156765 0.0013220681162388539 0.00088665230736347455 0.0011351274976992777 0.0012906108806325658 0.0011945497634798033 0.0013777326126387696 0.00084842323846721977 0.0013732942313183962 0.0010919994490517027 0.0013856344597623679 0.0013989763580629 0.0013332787710826526 0.0015359308649871906 0.0011897958509228847 0.00052414933826013823 0.0015017658987855956 0.001179469938984739 0.0012644958154346604
leaf_weight=63 54 52 56 52 85 69 100 52 67 54 60 96 78 71 65 67 1026 66 57 70 58 55 76 57 54 73 104 63 60
leaf_count=63 54 52 56 52 85 69 100 52 67 54 60 96 78 71 65 67 1026 66 57 70 58 55 76 57 54 73 104 63 60
internal_value=0 0.000738747 0.00100766 0.00129572 0.00134227 0.00132428 0.000600105 0.000673766 0.000867691 0.00115417 0.000492231 0.00134014 0.00119179 0.00114795 0.00125684 0.00102917 0.0013642 0.00119298 0.00109194 0.00118111 0.00123802 0.00125058 0.00137548 0.00140552 0.00106299 0.000621139 0.00138918 0.00126382 0.00132434
internal_weight=0 694 236 2266 1705 1620 458 358 173 561 185 1557 507 180 362 145 1338 219 123 240 188 126 1269 122 106 125 1130 139 118
internal_count=2960 694 236 2266 1705 1620 458 358 173 561 185 1557 507 180 362 145 1338 219 123 240 188 126 1269 122 106 125 1130 139 118
is_linear=0
shrinkage=0.0032998


Tree=6654
num_leaves=14
num_cat=0
split_feature=39 106 12 51 151 48 50 1 1 1 12 1 1
split_gain=0.238545 0.151713 0.190044 0.146032 0.249413 0.19952 0.212915 0.180695 0.142925 0.227914 0.138626 0.193828 0.106812
threshold=0.10189000000000001 0.085650000000000018 -0.12305999999999999 0.095105000000000009 0.099410000000000012 0.088750000000000009 0.09696500000000001 0.11539500000000001 0.110115 0.10540500000000001 0.098355000000000012 0.12864500000000004 0.12646500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 6 -5 8 9 -4 11 -9 -2
right_child=12 -3 3 5 -6 -7 -8 10 -10 -11 -12 -13 -14
leaf_value=0.016013038350456799 0.0042156812904572292 -0.0029103230573156165 0.006147821225054635 0.020152472193265641 -0.0049563320652748436 0.0032672559229305312 0.0080018485858862447 -0.001310849547428916 0.013598726055293471 -0.0028344786630454736 -0.0057572336438169395 0.011425346439427858 -0.0055657853964856075
leaf_weight=52 53 56 2034 69 65 95 102 85 69 83 63 56 78
leaf_count=52 53 56 2034 69 65 95 102 85 69 83 63 56 78
internal_value=0 0.00574049 0.00591584 0.00572221 0.00531473 0.00947628 0.0129152 0.00559482 0.00604196 0.00579481 0.0007946 0.00373476 -0.00159468
internal_weight=0 2829 2773 2721 2455 266 171 2390 2186 2117 204 141 131
internal_count=2960 2829 2773 2721 2455 266 171 2390 2186 2117 204 141 131
is_linear=0
shrinkage=0.16829


Tree=6655
num_leaves=30
num_cat=0
split_feature=1 3 14 16 3 34 3 11 50 16 16 16 1 48 16 3 1 155 16 133 43 50 133 1 474 156 16 43 16
split_gain=16.1841 2.87262 1.81327 1.53476 1.05375 0.828005 0.704195 1.18666 0.561438 0.756997 0.424944 0.426493 0.364428 0.65353 0.291855 0.276795 0.275566 0.225017 0.2034 0.194156 0.176044 0.162365 0.157218 0.154321 0.143071 0.2633 0.145515 0.123911 0.0704627
threshold=0.10398500000000001 -0.049204999999999992 0.064610000000000015 -0.092354999999999979 -0.073614999999999986 -0.027829999999999997 -0.11749 1.0000000180025095e-35 0.086135000000000017 0.070590000000000014 -0.14879499999999998 -0.092864999999999989 1.0000000180025095e-35 0.084095000000000017 -0.42607499999999993 -0.081224999999999978 0.13332000000000002 0.084710000000000021 0.16703000000000004 0.017095000000000003 -0.070914999999999992 0.10880500000000001 0.31713500000000006 0.092845000000000025 0.083685000000000023 0.087205000000000019 -0.0069549999999999985 0.071345000000000006 0.0054050000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 6 -3 7 -1 9 14 -6 -12 18 23 -7 21 -16 20 19 -13 -5 24 27 -14 26 -26 -8 28 -17
right_child=1 5 -4 17 10 8 15 -9 -10 -11 11 12 13 -15 16 22 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=0.00079534089729787994 0.00063035219242263928 0.00021170783696383317 0.0017178687806887851 0.0012108656334001418 0.00090036419071832965 0.00059793163493265333 0.0013637872683646053 0.0013958470176909728 0.00090831662531416042 0.00089741328195143389 0.0014033552126223468 0.00095098995685005433 0.0014680696491188661 0.00097942591077760711 0.00047515442711291609 0.0013303879564903244 0.00017574991516749764 0.0013395374934885465 0.00086338456647429577 0.0012001112286080312 0.00094044165434420618 0.0011862453196880927 0.0011080784259109248 0.0012401986356508519 0.0016229007355891838 0.0013210451000457749 0.0012520108880273012 0.0011236310979253338 0.0012175174168794246
leaf_weight=78 93 75 95 54 78 102 656 67 53 53 71 62 71 79 93 245 53 54 62 82 55 68 77 66 61 70 169 54 93
leaf_count=78 93 75 95 54 78 102 656 67 53 53 71 62 71 79 93 245 53 54 62 82 55 68 77 66 61 70 169 54 93
internal_value=0 0.000692644 0.00127048 0.000969432 0.00125123 0.000527392 0.00129393 0.00107306 0.000594174 0.000538743 0.00112868 0.00116473 0.0011245 0.00122005 0.00046195 0.00131535 0.000366708 0.00116268 0.00102413 0.0010931 0.00107474 0.0013462 0.00124793 0.00135855 0.00135754 0.00146187 0.00134093 0.00127531 0.00129944
internal_weight=0 685 2304 256 2209 429 1638 145 354 301 571 493 422 216 248 1493 146 163 206 144 109 1024 469 137 956 131 825 392 338
internal_count=2989 685 2304 256 2209 429 1638 145 354 301 571 493 422 216 248 1493 146 163 206 144 109 1024 469 137 956 131 825 392 338
is_linear=0
shrinkage=0.0032998


Tree=6656
num_leaves=22
num_cat=0
split_feature=1 12 0 2 160 160 49 12 15 1447 1 15 1447 160 1429 2 1 4 12 43 1
split_gain=0.281638 0.245222 0.14609 0.485715 0.190245 0.131758 0.141401 0.12759 0.219672 0.119188 0.118985 0.113964 0.111431 0.196989 0.142492 0.164245 0.0928501 0.1195 0.0841597 0.0699645 0.0781332
threshold=0.095435000000000006 0.11984500000000002 -0.12851999999999997 0.10709500000000001 1.0000000180025095e-35 0.10110000000000001 0.12372500000000002 -0.042789999999999988 -0.42443999999999993 -0.086254999999999984 0.11392000000000001 -0.029529999999999997 -0.084684999999999996 -0.5444199999999999 0.084770000000000012 0.087815000000000018 0.11104500000000002 0.41552000000000006 0.096425000000000025 -0.06705499999999999 0.10482000000000001
decision_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 7 6 9 8 -4 -1 19 -7 -11 -14 15 -15 -5 -18 -12 -9 -21
right_child=1 -3 4 16 -6 11 -8 10 -10 12 18 -13 13 14 -16 -17 17 -19 -20 20 -22
leaf_value=0.012039775458925537 -0.01479587370804579 0.012777817213989543 0.0052198666041337466 0.0085556793487326314 0.0095416612495337234 0.015296801587856818 -0.0019907233051422836 0.010976958810864986 -0.0078813398066382052 -0.0020458931000071688 0.0029923297185489406 0.0064288898580362585 0.015911809708725355 0.0074406430753795197 -0.00076924496692763798 0.0039934477352138436 -0.0050903948589863654 0.0058897209081885896 -0.0050503777792759181 0.0009091077738037506 0.0091637044447930617
leaf_weight=82 62 59 61 52 102 75 69 58 89 54 93 93 52 809 100 765 61 52 61 88 52
leaf_count=82 62 59 61 52 102 75 69 58 89 54 93 93 52 809 100 765 61 52 61 88 52
internal_value=0 0.00228988 0.00154309 -0.00209207 0.00291226 0.00586618 0.00547094 0.00156167 -0.00254154 0.00574841 0.0033153 0.0103985 0.00545757 0.00569337 0.00537488 0.00576637 0.00267059 -2.16992e-05 -0.000181752 0.0060443 0.00398793
internal_weight=0 890 831 227 604 2099 1931 502 150 1862 352 168 1780 1726 1674 1574 165 113 154 198 140
internal_count=2989 890 831 227 604 2099 1931 502 150 1862 352 168 1780 1726 1674 1574 165 113 154 198 140
is_linear=0
shrinkage=0.16829


Tree=6657
num_leaves=27
num_cat=0
split_feature=1 10 10 482 1455 49 148 4 16 4 4 4 43 4 133 160 16 43 132 133 160 133 3 160 151 133
split_gain=0.196669 0.237429 0.204329 0.115193 0.113178 0.106134 0.150128 0.117749 0.110596 0.0963655 0.0876827 0.256658 0.116946 0.201798 0.182601 0.189993 0.175699 0.126501 0.11866 0.126132 0.095849 0.0821709 0.0775399 0.0870546 0.124429 0.0956739
threshold=0.092845000000000025 -0.16262499999999996 -1.0000000180025095e-35 0.097000000000000017 -0.094374999999999987 0.011845000000000001 -0.071414999999999992 -0.15615999999999999 -0.078829999999999983 -0.074729999999999977 -0.15504999999999997 -0.46195999999999998 -0.072074999999999986 -0.082274999999999987 -0.0082649999999999998 0.052555000000000011 -0.097179999999999975 -0.00098499999999999976 -0.082389999999999977 -0.10298999999999998 -0.52641999999999989 -0.012769999999999998 -0.07798999999999999 -0.012529999999999998 -0.085074999999999984 0.092215000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 5 -1 6 -4 -8 -7 -9 11 -6 20 17 18 16 -16 21 -15 -20 -12 -14 23 24 -22 -25
right_child=1 2 3 -5 10 8 7 9 -10 -11 12 -13 13 14 15 -17 -18 -19 19 -21 22 -23 -24 25 -26 -27
leaf_value=0.012169390494649183 0.011875761803593753 -0.0070066032199017064 0.011093283220226107 0.0095531945787621832 0.0078136914594809457 0.0019326040749108584 0.0075264945802087672 -0.0059230502008137294 -0.0083135108306218487 0.0015118377739052598 0.013213918003488189 -0.0060601836978241095 0.0016498602040947237 -0.00087176417110954257 -0.010251131393799226 0.0082923692878456891 9.7305350666851125e-05 0.014420816682762048 0.0031976718758764833 0.0100426555864736 0.0087964812106994736 0.0090534126803196412 0.010657751997541249 0.0088541321324331918 0.00052673041769033002 0.0031397094551825341
leaf_weight=60 65 76 52 55 75 61 84 55 58 478 58 76 78 74 56 65 271 66 154 153 73 95 92 258 177 124
leaf_count=60 65 76 52 55 75 61 84 55 58 478 58 76 78 74 56 65 271 66 154 153 73 95 92 258 177 124
internal_value=0 0.0020428 0.00134537 0.00210046 0.00495146 0.00157801 0.00240323 0.00166794 -0.0030462 0.000741265 0.00472787 0.000818916 0.00505588 0.0038572 0.00253242 -1.30011e-05 -0.00166941 0.00813444 0.00515606 0.00661487 0.00660482 0.00572578 0.00607288 0.00540262 0.00294868 0.00700389
internal_weight=0 984 919 843 2005 788 669 617 119 533 1945 151 1794 1012 773 392 327 239 381 307 782 173 724 632 250 382
internal_count=2989 984 919 843 2005 788 669 617 119 533 1945 151 1794 1012 773 392 327 239 381 307 782 173 724 632 250 382
is_linear=0
shrinkage=0.16829


Tree=6658
num_leaves=18
num_cat=0
split_feature=1 10 1 151 376 10 484 1429 484 1429 43 1213 1 159 1 3 43
split_gain=0.153342 0.211351 0.21565 0.156055 0.113165 0.226696 0.0993163 0.0856631 0.19337 0.124828 0.0912305 0.112494 0.105621 0.0697962 0.0893116 0.222863 0.103032
threshold=0.10921500000000002 -0.093904999999999988 0.11215000000000001 -0.039414999999999999 0.08426500000000002 -1.0000000180025095e-35 0.15276000000000003 0.084770000000000012 0.079155000000000017 0.082195000000000018 0.057215000000000009 0.12389500000000002 0.07665000000000001 0.11073500000000001 0.14195000000000002 -0.080594999999999986 -0.065749999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 -1 7 9 -9 10 11 -7 -12 14 15 -5 -17
right_child=1 2 3 13 -6 6 -8 8 -10 -11 12 -13 -14 -15 -16 16 -18
leaf_value=-0.0072530818921623386 0.0095044526530245286 -0.010581348622493846 -0.0060131346188125705 -0.0056315897132539249 0.011532215247704711 0.0040509372229374152 0.010471646319613065 0.0042975443247322154 -0.0083985296046615258 0.010909565823740929 0.0030681712061950365 0.01201804144080227 -0.0038523667624194868 0.0080019603539349116 -0.0039935118008736104 0.0011155407684706983 0.0095827563782737383
leaf_weight=52 69 53 78 63 54 1677 65 98 52 73 227 52 86 52 69 70 99
leaf_count=52 69 53 78 63 54 1677 65 98 52 73 227 52 86 52 69 70 99
internal_value=0 0.00078972 -0.000448958 0.000792852 0.00389819 0.00372437 0.00397013 0.00378276 -9.17842e-05 0.0040584 0.0038126 0.00429159 0.00116094 0.00230181 0.0013111 0.00289651 0.00608626
internal_weight=0 553 484 431 2436 2382 2330 2265 150 2115 2042 1729 313 353 301 232 169
internal_count=2989 553 484 431 2436 2382 2330 2265 150 2115 2042 1729 313 353 301 232 169
is_linear=0
shrinkage=0.16829


Tree=6659
num_leaves=33
num_cat=0
split_feature=1 15 148 15 1 47 15 51 0 41 0 15 1 49 13 47 47 457 0 42 50 133 1212 1212 13 15 15 15 13 50 15 133
split_gain=12.941 1.41075 1.6328 0.727482 0.764726 0.720303 0.70569 0.589291 0.544089 0.381977 0.356016 0.330719 0.330477 0.259552 0.221937 0.219527 0.282138 0.234828 0.304064 0.196974 0.172997 0.147921 0.143259 0.232412 0.128392 0.117946 0.110753 0.077606 0.0638467 0.0199575 0.00586298 0.00500357
threshold=0.10398500000000001 -0.077474999999999988 -1.0000000180025095e-35 0.039965000000000007 0.094715000000000008 0.080860000000000015 -0.42443999999999993 -0.031924999999999995 -0.090939999999999979 0.077915000000000012 -0.14164999999999997 0.088965000000000002 0.11869500000000001 -1.0000000180025095e-35 0.10553500000000002 0.077065000000000008 0.09023500000000001 0.087195000000000009 -0.12851999999999997 0.11966500000000001 0.090350000000000014 0.09142500000000002 0.089955000000000021 0.040035000000000008 0.0083850000000000018 -0.47129499999999996 -0.0039399999999999991 0.087825000000000014 -0.08458499999999998 0.10406000000000001 -0.14733499999999997 0.31367500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 -3 4 9 6 25 26 -6 14 -5 22 -8 -9 15 17 -17 18 -1 20 21 24 23 27 -13 -2 -4 28 -12 -22 -18 -23
right_child=1 2 7 10 8 -7 12 13 -10 -11 11 19 -14 -15 -16 16 30 -19 -20 -21 29 31 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.00097129461115051348 0.00071121972896113356 0.0004065270466308086 0.001079983087382475 0.0015176977779544449 0.00070717620173317032 0.00081378839390232913 0.00050101476169938492 0.0010307164166809847 0.0011149735626998182 0.00095573303884315141 0.0011944471400277678 0.0012827025590774587 0.00015564190305380801 0.00072330284045305144 0.0010427281170858026 0.0015457689069795584 0.0012093500718605643 0.0014205265675604852 0.0012125470559992656 0.0010390265862702799 0.0014161576158282006 0.0011344430765805186 0.0012041916375777439 0.0015424820900724083 0.0011014352646427435 0.00052478535997565448 0.0012968312520755319 0.0014412732688786371 0.0013315591056346078 0.0013079370686684779 0.0012811554937693108 0.001063212476934086
leaf_weight=64 95 63 58 71 61 103 53 52 88 66 55 235 71 74 76 52 52 54 658 61 53 52 72 71 56 64 52 58 175 54 68 52
leaf_count=64 95 63 58 71 61 103 53 52 88 66 55 235 71 74 76 52 52 54 658 61 53 52 72 71 56 64 52 58 175 54 68 52
internal_value=0 0.000709052 0.000879425 0.00122579 0.00117111 0.000576989 0.000490679 0.00100552 0.000948259 0.00120155 0.00128936 0.00127301 0.000303545 0.000850452 0.00121735 0.00123132 0.00133986 0.00120721 0.00119121 0.00121966 0.00124154 0.00120886 0.00134262 0.00137029 0.00124794 0.000636399 0.00118281 0.00132771 0.00129892 0.00136187 0.00125033 0.00109917
internal_weight=0 685 299 2304 1239 386 283 236 149 1090 1065 994 124 126 1024 948 172 776 722 563 502 395 431 359 291 159 110 288 230 107 120 104
internal_count=2989 685 299 2304 1239 386 283 236 149 1090 1065 994 124 126 1024 948 172 776 722 563 502 395 431 359 291 159 110 288 230 107 120 104
is_linear=0
shrinkage=0.0032998


Tree=6660
num_leaves=16
num_cat=0
split_feature=12 13 13 123 149 50 475 13 13 13 50 13 12 39 123
split_gain=0.228614 0.199084 0.174353 0.160399 0.176193 0.130675 0.16832 0.140744 0.196138 0.127321 0.122258 0.159076 0.0794261 0.0566667 0.0487799
threshold=-0.086254999999999984 0.27020000000000005 -0.0094049999999999984 0.09338500000000001 0.075040000000000009 0.09252500000000001 -0.085719999999999977 -0.15325499999999995 -0.098524999999999988 0.24142000000000002 0.13207500000000003 -0.079369999999999982 0.081685000000000021 0.093500000000000014 0.083795000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 13 4 5 7 -7 12 -9 -10 11 -8 -2 14 -1
right_child=1 -3 -4 -5 -6 6 10 8 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.0045722611745054832 0.0018635675253855805 0.014162674118342131 -0.0092971323466287375 -0.0036789157154482736 0.012650480083032527 -0.0022061309595465162 0.0057894517563824421 0.012210597568984171 0.0035490801833268108 -0.0045789558900107535 0.0021394750579405981 0.014170991751301992 -0.0070453845171232661 0.0057917109369342379 0.0019848815290890508
leaf_weight=54 58 54 59 78 66 52 135 73 1905 56 77 124 55 54 79
leaf_count=54 58 54 59 78 66 52 135 73 1905 56 77 124 55 54 79
internal_value=0 0.00403348 -0.00131739 0.00382863 0.00405446 0.00382995 0.00667679 0.00331464 0.00363616 0.00331605 0.00805688 0.00980917 -0.00245675 0.00119067 -0.000663909
internal_weight=0 2733 246 2679 2601 2535 388 2147 2034 1961 336 259 113 187 133
internal_count=2979 2733 246 2679 2601 2535 388 2147 2034 1961 336 259 113 187 133
is_linear=0
shrinkage=0.16829


Tree=6661
num_leaves=17
num_cat=0
split_feature=9 14 9 2 12 1203 41 43 475 151 16 2 12 2 2 43
split_gain=0.241007 0.194161 0.279637 0.184746 0.168038 0.159135 0.127347 0.108802 0.124165 0.0674256 0.146274 0.117247 0.0522868 0.0275029 0.0276312 0.00955173
threshold=0.085555000000000006 -0.2523999999999999 -0.08564999999999999 0.10523 0.084885000000000002 0.088730000000000017 0.078385000000000024 -0.46052499999999996 -0.061639999999999993 -0.068254999999999996 -0.13895999999999997 0.12198500000000001 0.11878500000000002 0.11411 0.12141500000000001 -0.048179999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 9 6 7 -4 -9 -5 -11 -12 13 15 -15 -6
right_child=-2 2 3 4 12 -7 -8 8 -10 10 11 -13 -14 14 -16 -17
leaf_value=-0.0042459408862362659 -0.0051702430142413361 0.015756674279842588 -0.0034058273952270301 -0.0063355838337804827 0.0010582321789708957 0.012385428532112998 0.010420956553654921 0.00051005838623768027 0.0043154828842507644 0.0042220962330642786 -0.010585327427216172 0.00022293093078246831 -0.00053660352589370215 0.0083946421618159486 0.0032744632076252556 0.0040004239818055296
leaf_weight=94 99 52 62 81 57 63 79 287 1618 96 52 62 76 73 53 75
leaf_count=94 99 52 62 81 57 63 79 287 1618 96 52 62 76 73 53 75
internal_value=0 0.00326801 0.00352218 0.00328882 0.000744066 0.00404211 0.00378433 0.00351687 0.00374312 -0.00220852 -0.0006081 -0.00469139 0.00332191 0.00446549 0.00625517 0.00274354
internal_weight=0 2880 2786 2734 625 2109 2046 1967 1905 291 210 114 334 258 126 132
internal_count=2979 2880 2786 2734 625 2109 2046 1967 1905 291 210 114 334 258 126 132
is_linear=0
shrinkage=0.16829


Tree=6662
num_leaves=38
num_cat=0
split_feature=1 3 2 2 11 4 1 159 48 40 2 4 1 12 4 12 2 4 16 1 156 4 1 4 3 4 4 48 49 4 42 12 1 157 131 3 3
split_gain=34.4937 6.4671 2.49526 2.1939 1.20961 1.06044 0.779115 0.720058 0.723415 0.736867 0.701325 0.741447 0.521797 1.0798 0.601993 0.362555 0.347845 0.325581 0.319002 0.246804 0.242989 0.386789 0.223792 0.234353 0.200382 0.166922 0.134116 0.100501 0.130458 0.100055 0.0986364 0.0851197 0.103943 0.0818976 0.0271005 0.027095 0.0262373
threshold=0.10123500000000001 -0.053364999999999996 0.11426500000000002 0.095850000000000005 1.0000000180025095e-35 0.27420500000000009 0.14646500000000004 0.081445000000000017 0.081520000000000023 -0.025204999999999995 0.13084500000000002 -0.010909999999999998 0.086115000000000011 0.08401500000000002 -0.0023699999999999997 0.082165000000000016 0.090145000000000017 0.42642000000000008 -0.074254999999999988 0.13300500000000001 0.086825000000000013 -0.000195 0.077020000000000019 -0.064609999999999987 -0.07908999999999998 -0.090174999999999991 -0.080324999999999994 0.083980000000000013 0.096960000000000005 0.052250000000000012 1.0000000180025095e-35 0.090455000000000021 0.094165000000000013 -0.083614999999999981 0.088495000000000004 -0.074959999999999985 -0.081864999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 12 7 17 8 -3 -10 11 22 16 14 -14 -13 20 -7 -2 -19 21 25 23 -5 -20 -1 -15 28 -17 30 -18 34 -33 -22 -28 -25 -32
right_child=1 5 -4 10 -6 6 -8 -9 9 -11 -12 15 13 26 -16 27 29 19 24 -21 33 -23 -24 35 -26 -27 31 -29 -30 -31 36 32 -34 -35 -36 -37 -38
leaf_value=0.001830295978763925 0.0011007471388369034 0.0010864301999707977 0.00060064059409867937 0.0013632639375330607 0.0020152454072326531 0.00026921551393706088 1.1806874689067368e-05 0.00035269485970592041 0.00033835747220750667 0.00087171448478141412 0.0010336634048774447 0.001073498470891608 0.00098074277319845919 0.0017273241633467868 0.0014745940935799147 0.0015519731610263538 0.0014813235465903432 0.00071709612111590124 0.00149257079364838 0.00040496229167109209 0.001624216959521137 0.0019123786352051701 0.0017236369674631907 0.0016549431282113084 0.0012359735133297405 0.001652426717231313 0.0016872994871198416 0.0012405945248573451 0.0013317729240888893 0.0014066808816003251 0.0016920973398505904 0.0014086835318004678 0.0015944114735860822 0.0014308697476463463 0.0015677235725586305 0.0015325213022319821 0.0015843267009057285
leaf_weight=68 52 55 69 88 83 65 57 60 53 61 56 62 56 76 53 52 89 57 100 55 52 83 63 57 53 609 64 52 79 54 58 68 76 55 52 52 85
leaf_count=68 52 55 69 88 83 65 57 60 53 61 56 62 56 76 53 52 89 57 100 55 52 83 63 57 53 609 64 52 79 54 58 68 76 55 52 52 85
internal_value=0 0.000742438 0.00114435 0.00156543 0.00162518 0.000504512 0.00034797 0.000664317 0.000774744 0.000624059 0.00138632 0.00142536 0.0016049 0.00150795 0.0012212 0.00129423 0.00164229 0.000456028 0.00132719 0.000564131 0.00167568 0.00169682 0.00154879 0.00149269 0.00140391 0.00167034 0.00160087 0.00136882 0.00141945 0.00154096 0.00157206 0.00156377 0.00150695 0.00152516 0.001634 0.00159686 0.00162828
internal_weight=0 737 274 2242 1681 463 234 229 169 114 561 505 1598 445 109 245 1153 177 205 112 867 760 260 197 153 677 336 183 131 286 232 260 144 107 116 109 143
internal_count=2979 737 274 2242 1681 463 234 229 169 114 561 505 1598 445 109 245 1153 177 205 112 867 760 260 197 153 677 336 183 131 286 232 260 144 107 116 109 143
is_linear=0
shrinkage=0.0032998


Tree=6663
num_leaves=31
num_cat=0
split_feature=1 52 1 39 1 4 3 3 4 3 0 16 0 3 10 0 0 3 0 1 133 1454 1213 1213 4 52 16 3 0 4
split_gain=14.0577 3.12987 1.1895 1.15819 0.735221 0.668045 0.808649 0.599257 0.63211 0.59091 0.571787 0.546219 0.493424 0.323596 0.319457 0.291257 0.283492 0.302659 0.670481 0.243357 0.232142 0.170528 0.164158 0.144144 0.20761 0.138759 0.134849 0.107339 0.101626 0.0667708
threshold=0.10575500000000002 -0.34918499999999997 0.13662500000000002 1.0000000180025095e-35 0.088035000000000016 -0.057674999999999997 0.088880000000000015 -0.049204999999999992 0.40318000000000004 -0.14088999999999999 0.11737000000000002 -0.026479999999999997 -0.052874999999999998 -0.011629999999999998 -0.063134999999999983 -0.16926499999999997 -0.080324999999999994 0.040040000000000006 -0.060094999999999989 0.14720000000000003 0.118995 0.079885000000000012 -0.082414999999999974 -0.13595999999999997 -0.084564999999999987 0.084805000000000019 -0.082824999999999982 -0.08867499999999999 -0.078809999999999977 0.27020000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 7 5 -5 9 12 8 -3 10 -1 15 13 20 -4 -9 22 18 28 -16 21 -7 23 -11 -25 26 -24 -27 -18 -17
right_child=1 2 14 4 -6 6 -8 11 -10 16 -12 -13 -14 -15 19 29 17 -19 -20 -21 -22 -23 25 24 -26 27 -28 -29 -30 -31
leaf_value=0.0015942644091320808 0.0012525914883787152 0.00095973454425913847 5.3001454199513906e-05 0.001089466973401416 0.00062412537562992658 0.0011555700633177027 0.00078803144489884944 0.00081028589604484336 0.00049953883421084981 0.001284059723815612 0.0011648955927847722 0.00028894495486316008 0.00081556237168479799 0.0013981334674390763 0.00021453582620312712 0.00059395810620884002 0.0010225274637971756 0.0013247993206686002 0.00076598109598178382 0.00052535323920694667 0.00093115158166676279 0.00097047874506073315 0.0010994580154252015 0.0012345831426314239 0.00095109132653505165 0.0012152793997199593 0.0012902568551932106 0.001394525399905423 0.0011772477149050394 0.00042571594848537706
leaf_weight=82 67 81 54 74 75 775 85 55 55 62 59 87 54 52 58 56 62 69 61 53 63 61 75 54 63 56 99 132 248 52
leaf_count=82 67 81 54 74 75 775 85 55 55 62 59 87 54 52 58 56 62 69 61 53 63 61 75 54 63 56 99 132 248 52
internal_value=0 0.000578812 0.000496818 0.00113798 0.000855471 0.00115699 0.00109847 0.00059713 0.000773885 0.00121381 0.00141485 0.000500834 0.00112469 0.00114221 0.000261935 0.000613712 0.00118488 0.00112181 0.00108396 0.000363262 0.00112736 0.00114211 0.00123611 0.00115234 0.00108223 0.00127744 0.00120822 0.00134132 0.00114642 0.000513279
internal_weight=0 618 551 2361 149 2212 1090 386 136 1122 141 250 1005 951 165 163 981 440 371 111 899 836 541 179 117 362 174 188 310 108
internal_count=2979 618 551 2361 149 2212 1090 386 136 1122 141 250 1005 951 165 163 981 440 371 111 899 836 541 179 117 362 174 188 310 108
is_linear=0
shrinkage=0.0032998


Tree=6664
num_leaves=22
num_cat=0
split_feature=1 52 3 16 14 16 49 3 3 13 1 151 1 16 13 3 16 132 403 43 1
split_gain=16.1226 2.8452 1.37221 1.25194 0.991791 0.708597 0.58747 0.581066 0.869355 0.706954 0.495542 1.19744 0.400554 0.422347 0.382491 0.255167 0.238098 0.190553 0.189468 0.217963 0.140188
threshold=0.10529500000000001 -0.34918499999999997 -0.053364999999999996 -0.52334499999999984 0.073890000000000011 -0.092354999999999979 0.10960000000000002 0.28833000000000003 0.076825000000000018 -0.0093249999999999982 0.085720000000000005 -0.083899999999999988 0.078320000000000015 0.19384500000000002 -0.47365999999999991 -0.076969999999999997 0.31497000000000003 0.085745000000000002 -0.072664999999999993 -0.084454999999999988 0.12829500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 -1 6 -3 10 8 9 20 12 -12 13 17 -9 -8 -15 -5 -13 -20 -4
right_child=1 2 7 4 -6 -7 15 14 -10 -11 11 18 -14 16 -16 -17 -18 -19 19 -21 -22
leaf_value=0.00069750998507868303 0.0011986713772901912 0.00052717439599011639 0.00059713198234611026 0.0012326205394590708 0.0015671972994938008 0.00096400666239630122 0.0011074772309931636 0.0004077376571764042 0.00074191238511587718 8.3233296152727037e-05 0.0006596409984558593 0.0012855255821836197 0.0014388169564855955 0.00084843684997465548 2.7413850114071606e-05 0.00083286207669819757 0.0011640892210707365 0.0010866117745726679 0.00092502212124659356 0.0011509493618212878 0.00036834830511573531
leaf_weight=60 71 79 70 1167 71 84 75 52 90 70 60 99 85 55 65 76 52 111 55 380 52
leaf_count=60 71 79 70 1167 71 84 75 52 90 70 60 99 85 55 65 76 52 111 55 380 52
internal_value=0 0.000575903 0.000497164 0.00116946 0.00118184 0.000752507 0.00116947 0.000392762 0.000473963 0.000348178 0.00118408 0.00110301 0.00121682 0.00120317 0.000196748 0.000969494 0.00100217 0.00121997 0.00115276 0.00112246 0.000499906
internal_weight=0 633 562 2346 2286 163 2215 399 282 192 2064 594 1470 1385 117 151 107 1278 534 435 122
internal_count=2979 633 562 2346 2286 163 2215 399 282 192 2064 594 1470 1385 117 151 107 1278 534 435 122
is_linear=0
shrinkage=0.0032998


Tree=6665
num_leaves=14
num_cat=0
split_feature=150 0 11 0 16 16 41 160 4 0 9 1212 4
split_gain=0.225978 0.274189 0.264283 0.258026 0.252471 0.229801 0.162587 0.126763 0.213642 0.516922 0.141469 0.127723 0.0873044
threshold=0.088985000000000009 -0.098064999999999986 0.079700000000000007 0.121355 -0.015439999999999997 -0.42607499999999993 0.078150000000000011 -0.53327999999999987 -0.47860499999999995 0.098975000000000021 -0.074484999999999982 0.11367500000000001 -0.010424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 4 -4 -2 7 -1 -9 10 -10 -12 -3
right_child=1 12 3 -5 -6 -7 -8 8 9 -11 11 -13 -14
leaf_value=-0.00062080990130305503 0.0035845629557789273 0.0009427303134580099 0.01007607920149709 0.0035370499275750086 0.026106067433231999 -0.010105625390015281 0.013785248509771513 0.014185432834053609 0.014626803645832173 -0.010948479195512508 0.0060492254490646206 -0.00095374643630244361 0.0091887672548527245
leaf_weight=86 63 57 61 57 52 77 73 86 53 52 2091 76 103
leaf_count=86 63 57 61 57 52 77 73 86 53 52 2091 76 103
internal_value=0 0.0014989 0.00637677 0.012808 0.0174686 -0.00393221 0.00594169 0.00570667 0.00593821 0.00562524 0.00601426 0.00580279 0.00626235
internal_weight=0 300 2687 170 113 140 2517 2444 2358 2272 2220 2167 160
internal_count=2987 300 2687 170 113 140 2517 2444 2358 2272 2220 2167 160
is_linear=0
shrinkage=0.16829


Tree=6666
num_leaves=25
num_cat=0
split_feature=2 52 3 52 3 151 1375 2 43 133 16 160 13 16 1212 52 50 43 16 16 16 481 3 13
split_gain=0.171526 0.201427 0.175622 0.168567 0.149278 0.17257 0.163984 0.143248 0.321787 0.140966 0.127051 0.140122 0.115109 0.177899 0.111009 0.108697 0.108116 0.140813 0.13896 0.0971746 0.165106 0.0966831 0.0824105 0.0286836
threshold=0.10644500000000001 -0.41694999999999993 -0.10859999999999999 0.048655000000000011 -0.13117499999999996 -0.088499999999999981 -0.07520499999999998 0.09277500000000001 -0.09361499999999999 0.084335000000000007 -0.47730499999999992 -0.076029999999999986 -0.067904999999999979 -0.066539999999999988 0.11367500000000001 -0.057374999999999995 0.082420000000000007 -0.08231999999999999 1.0000000180025095e-35 -0.042884999999999993 -0.071444999999999995 -0.084709999999999994 -0.092109999999999984 -0.012224999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 22 -3 10 7 9 -7 8 -1 -6 -4 -12 -5 -14 16 23 17 18 -8 20 -18 -19 -2 -13
right_child=1 2 3 12 5 6 14 -9 -10 -11 11 15 13 -15 -16 -17 19 21 -20 -21 -22 -23 -24 -25
leaf_value=-0.0029803150465760198 0.013717513408523854 -0.006283040315263248 0.0055589765637023584 0.0018173208237364945 0.015842004794083733 -0.0044647413694885642 -0.00055997030388661273 0.017680844461068546 0.013742214804895786 0.0057847743995798851 0.0055343130109780031 -0.0036691929409451221 0.017136714750718922 0.0031657698044843538 -0.0018602791461365758 -0.009726823383713017 0.0082590705260690879 0.011336381112861062 0.006516631439871059 0.012761637157564237 -0.0012191815067484903 0.005085261013123378 0.0043939556415560181 0.0017837218119633768
leaf_weight=53 56 75 86 86 75 53 247 52 84 85 53 57 52 52 64 66 255 76 115 85 65 990 53 52
leaf_count=53 56 75 86 86 75 53 247 52 84 85 53 57 52 52 64 66 255 76 115 85 65 990 53 52
internal_value=0 0.00256114 0.00130814 0.00244135 0.00559547 0.00518786 0.00475023 0.0101365 0.0072598 0.0105103 4.14961e-05 -0.00203178 0.00639796 0.0101685 0.00500863 -0.00433349 0.00524944 0.00455803 0.00168316 0.00768285 0.00632819 0.00553262 0.00920052 -0.00105132
internal_weight=0 688 579 504 2299 2110 1950 189 137 160 314 228 190 104 1897 175 1833 1428 362 405 320 1066 109 109
internal_count=2987 688 579 504 2299 2110 1950 189 137 160 314 228 190 104 1897 175 1833 1428 362 405 320 1066 109 109
is_linear=0
shrinkage=0.16829


Tree=6667
num_leaves=18
num_cat=0
split_feature=45 0 0 13 2 159 52 15 39 0 1453 52 43 2 2 1429 0
split_gain=0.189967 0.166127 0.169324 0.206025 0.297789 0.153114 0.14462 0.240761 0.246357 0.238623 0.141453 0.139523 0.126511 0.190472 0.14187 0.143311 0.0805729
threshold=0.082755000000000009 0.15628500000000004 -0.12259499999999998 -0.097454999999999986 0.081935000000000022 -1.0000000180025095e-35 0.013340000000000001 0.021950000000000001 0.084950000000000012 -0.17127999999999996 -0.064559999999999992 -0.012769999999999998 -0.23538999999999996 0.094355000000000008 0.12336000000000001 0.059810000000000009 -0.055084999999999988
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 -7 -5 -6 13 -12 15 -14 -16
right_child=-2 -3 3 10 11 6 -8 -9 -10 -11 12 -13 14 -15 16 -17 -18
leaf_value=0.0094971731550280835 0.014072347819461468 -0.0055201663983591937 0.020688975608265991 -0.0026373973481022528 -0.00033079416092902573 0.0014119936380605574 -0.0067826811363644584 0.01190156022855406 0.0091204123095295405 -0.010333816119833228 0.004424074146768789 0.010679334589809119 0.0039531932723014503 0.017424495194287397 -0.0049019287041768252 0.0085223291159067325 0.0029463894057905836
leaf_weight=53 53 52 53 83 59 119 75 52 57 83 84 72 1671 52 73 221 75
leaf_count=53 53 52 53 83 59 119 75 52 57 83 84 72 1671 52 73 221 75
internal_value=0 0.00389261 0.00406307 0.00461009 0.0100321 0.00101483 -0.000145188 0.00144972 -0.000641787 -0.00340536 0.00416766 0.00570686 0.00442805 0.00940803 0.00409517 0.00448785 -0.000912601
internal_weight=0 2934 2882 2443 184 439 386 311 259 202 2259 131 2176 136 2040 1892 148
internal_count=2987 2934 2882 2443 184 439 386 311 259 202 2259 131 2176 136 2040 1892 148
is_linear=0
shrinkage=0.16829


Tree=6668
num_leaves=22
num_cat=0
split_feature=44 2 0 12 0 147 49 16 13 0 12 13 42 0 12 49 133 51 12 13 0
split_gain=0.144765 0.138571 0.184586 0.272449 0.189739 0.17663 0.155867 0.155053 0.137107 0.207864 0.112396 0.112039 0.111803 0.238126 0.136771 0.125472 0.0787236 0.0277746 0.0707714 0.0273261 0.022237
threshold=1.0000000180025095e-35 0.10644500000000001 0.12366000000000001 -0.097314999999999985 -0.080414999999999986 0.089245000000000005 0.13441 -0.38959499999999997 -0.11760499999999999 -0.12259499999999998 0.089035000000000017 -0.069444999999999993 0.10077000000000001 -0.071379999999999985 0.11205000000000002 0.094245000000000009 0.28072000000000003 -0.041139999999999989 0.11205000000000002 -0.0073349999999999986 -0.048199999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 7 6 8 11 9 -1 20 -5 14 16 15 -10 -14 -12 -19 -9 -6
right_child=-2 2 -4 4 10 -7 -8 19 12 -11 17 -13 13 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=0.0013953294892814583 0.011800402767001035 0.013322654654423578 -0.0083519470618527644 -0.0041167025396458088 0.0015434064575900563 -0.0052272985177368473 0.013208824777308011 -0.0048711068922358842 0.0032395659475410537 0.01544935811462473 0.0035116887957138475 0.0061348049543259149 0.0061702765737993888 0.014165902418696584 0.011555665711646417 -0.0024996715756700739 -0.0024306612976680931 0.012019958762085283 0.0036615635778897964 -0.010252765006325952 -0.0031677821532824129
leaf_weight=53 57 54 54 57 57 59 52 59 1665 69 87 64 71 84 53 115 52 54 63 52 56
leaf_count=53 57 54 54 57 57 59 52 59 1665 69 87 64 71 84 53 115 52 54 63 52 56
internal_value=0 0.0032245 0.00106805 0.00191461 0.000789231 0.00384703 0.00408966 -0.00286362 0.00386949 0.00935865 0.00346828 0.00129073 0.00354034 0.00725426 0.00311995 0.00286776 0.0025195 0.00582778 0.00753464 -0.00740843 -0.000775443
internal_weight=0 2930 657 603 549 2273 2214 232 2162 122 317 121 2040 207 1833 1780 123 204 117 111 113
internal_count=2987 2930 657 603 549 2273 2214 232 2162 122 317 121 2040 207 1833 1780 123 204 117 111 113
is_linear=0
shrinkage=0.16829


Tree=6669
num_leaves=20
num_cat=0
split_feature=1 155 4 51 50 1 12 39 1 3 4 3 12 12 4 4 49 3 4
split_gain=12.7879 2.06108 1.34972 1.30445 1.16492 0.733839 0.727704 0.696507 0.580534 0.535443 1.04134 0.533186 0.399686 0.389659 0.377642 0.171521 0.258277 0.169514 0.165614
threshold=0.10398500000000001 0.09198000000000002 0.27020000000000005 -0.23823499999999997 0.067370000000000013 0.12040000000000002 0.089435000000000014 0.0047850000000000011 0.086215000000000014 0.088880000000000015 -0.029404999999999997 -0.0048549999999999991 0.11755500000000001 -0.085124999999999992 -0.49269499999999994 0.50996500000000011 -1.0000000180025095e-35 -0.060719999999999989 0.053330000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 -2 5 6 11 9 -9 12 -11 -5 14 -7 -1 16 -15 18 -16
right_child=1 -3 -4 4 -6 13 -8 8 -10 10 -12 -13 -14 15 17 -17 -18 -19 -20
leaf_value=0.0014387086499261157 0.0010493943358889017 0.0012182932933004435 0.00062401632351825062 0.0002780280759951275 0.00083995971901848845 0.00051010524651743164 0.00089865669457361483 0.0011123359166609751 0.00064653584757663003 0.0012504904441110287 0.00066673148769683913 0.00063884840068113152 0.00091997307538527456 0.00031484260588030564 0.0011701050848513038 0.00038669709110311705 -1.4567524518092385e-06 0.0013014724736977673 0.0010532143926325615
leaf_weight=59 55 57 57 82 101 81 59 62 56 65 69 99 70 56 1598 52 56 102 151
leaf_count=59 55 57 57 82 101 81 59 62 56 65 69 99 70 56 1598 52 56 102 151
internal_value=0 0.000616452 0.0011268 0.000562879 0.000517156 0.000449861 0.000579731 0.00113962 0.000891577 0.00115345 0.000950161 0.000475577 0.00116719 0.000322496 0.00117623 0.000229621 0.000156378 0.00116785 0.00116003
internal_weight=0 698 2289 641 586 485 240 2232 118 2114 134 181 1980 245 1910 164 112 1851 1749
internal_count=2987 698 2289 641 586 485 240 2232 118 2114 134 181 1980 245 1910 164 112 1851 1749
is_linear=0
shrinkage=0.0032998


Tree=6670
num_leaves=22
num_cat=0
split_feature=1 1 3 3 51 11 3 457 3 3 3 0 1 159 42 42 3 1446 403 0 3
split_gain=10.9712 2.56232 2.04417 1.23089 0.753532 0.571013 0.498377 0.356124 0.313482 0.296761 0.59749 0.296341 0.265918 0.283417 0.258257 0.279086 0.231602 0.200162 0.221472 0.111355 0.0687404
threshold=0.12122500000000001 0.090435000000000015 -0.047774999999999991 0.28833000000000003 -0.031924999999999995 1.0000000180025095e-35 -0.12711499999999995 0.084620000000000015 0.093925000000000022 -0.0037099999999999998 0.11878500000000002 -0.057749999999999989 0.091845000000000024 0.0089800000000000019 0.073240000000000013 0.091035000000000019 0.057935000000000007 0.088415000000000007 -0.071919999999999984 0.098975000000000021 -0.078254999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 12 4 -2 6 -1 9 16 -4 -11 -6 -3 14 19 -16 17 18 -8 -14 -17
right_child=3 2 7 -5 11 -7 8 -9 -10 10 -12 -13 13 -15 15 20 -18 -19 -20 -21 -22
leaf_value=0.00079426344953887219 0.00082587890092131286 0.00083020252105388259 0.00061928373645496438 7.9309636808257299e-05 0.00053007984369745904 0.0013660037868680488 0.0011955058388618653 0.00049786639806096268 0.00091020312181298694 0.0010038511256911088 0.00056499849020868564 0.00023501221493686002 0.00091740621817720379 0.00085239444570113846 0.0013969002679669958 0.0010166353927628419 0.0013487620812087239 0.00096779125633360893 0.0011068778061697467 0.0011207122662351839 0.0011741791972391337
leaf_weight=53 69 55 100 89 92 103 446 74 75 99 52 63 77 53 54 54 53 88 1098 52 87
leaf_count=53 69 55 100 89 92 103 446 74 75 99 52 63 77 53 54 54 53 88 1098 52 87
internal_value=0 0.00106121 0.000898446 0.000408061 0.000538523 0.00112551 0.00111182 0.000700423 0.00112137 0.00076 0.000852956 0.000410376 0.00104734 0.00107893 0.00111587 0.00119259 0.00113074 0.00112364 0.0011325 0.000999632 0.00111409
internal_weight=0 2673 757 313 224 1916 1813 325 1760 251 151 155 432 377 324 195 1685 1632 1544 129 141
internal_count=2986 2673 757 313 224 1916 1813 325 1760 251 151 155 432 377 324 195 1685 1632 1544 129 141
is_linear=0
shrinkage=0.0032998


Tree=6671
num_leaves=23
num_cat=0
split_feature=1 3 4 47 3 1 3 123 12 43 0 4 3 42 12 4 13 4 4 4 3 16
split_gain=19.9809 4.76954 4.02869 1.72231 1.49844 1.15303 1.00844 0.671619 0.485239 0.48373 0.456259 0.421592 0.433131 0.420229 0.411975 0.314747 0.319952 0.338569 0.454247 0.288804 0.25095 0.0961889
threshold=0.11156000000000001 -0.060719999999999989 0.31392000000000003 0.08593000000000002 -0.066789999999999974 0.09258000000000001 0.28833000000000003 0.09394000000000001 -1.0000000180025095e-35 -0.08076499999999999 -0.14920999999999998 -0.37626499999999991 0.084670000000000009 0.11319000000000001 -1.0000000180025095e-35 0.053330000000000009 0.25472500000000003 -0.4950449999999999 -0.10023999999999998 0.41464000000000006 -0.020049999999999995 -0.12080999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 10 11 7 9 -7 -3 -1 -6 13 20 -8 16 17 -12 -19 -11 -13 -17
right_child=1 6 -4 -5 5 8 14 -9 -10 19 15 12 -14 -15 -16 21 -18 18 -20 -21 -22 -23
leaf_value=0.001792812859156224 0.00089518712255072584 0.00047301450876492088 0.00067181281758065653 0.0016032277174692054 0.0016798581558953164 0.00093736831750623013 0.00043731444511836107 0.00030844000019753372 0.0012832960854227864 0.0010072953191267026 0.0017825619524213653 0.001407674746527031 0.0011603026177350213 0.0012069123487415394 3.9686467467927255e-05 0.0014387106506794426 0.0012598675722262395 0.001279069560897418 0.0015313074429827264 0.00068706998043595216 0.0016811373019981429 0.0012756869180706619
leaf_weight=63 84 55 71 68 60 96 63 53 84 62 56 77 78 57 52 101 52 84 1457 63 75 75
leaf_count=63 84 55 71 68 60 96 63 53 84 62 56 77 78 57 52 101 52 84 1457 63 75 75
internal_value=0 0.000724354 0.00144745 0.00121217 0.00147024 0.00131416 0.000511182 0.00063608 0.001099 0.000732355 0.00151379 0.00142567 0.0013724 0.00145139 0.000257824 0.00150414 0.0015185 0.00152689 0.00151758 0.000846184 0.00154284 0.00136944
internal_weight=0 500 2486 152 2415 527 348 233 180 180 1888 347 287 209 115 1825 1649 1597 1541 125 152 176
internal_count=2986 500 2486 152 2415 527 348 233 180 180 1888 347 287 209 115 1825 1649 1597 1541 125 152 176
is_linear=0
shrinkage=0.0032998


Tree=6672
num_leaves=27
num_cat=0
split_feature=4 2 12 0 2 4 14 150 4 14 0 48 15 16 2 15 13 12 133 13 130 2 4 0 4 4
split_gain=13.8013 3.33417 1.86106 1.53191 2.13072 0.802413 0.68634 0.638223 0.603614 0.510686 0.491774 0.432796 0.335402 0.309262 0.300353 0.289771 0.301377 0.274476 0.196066 0.218561 0.24405 0.130666 0.115415 0.0985196 0.0788028 0.113014
threshold=0.27998000000000006 0.10052500000000002 0.085655000000000023 -0.07409499999999998 -1.0000000180025095e-35 -0.34140499999999996 0.064610000000000015 0.082085000000000019 -0.16523499999999997 -0.45687499999999998 -0.105195 -0.024949999999999996 -0.19153499999999998 -0.052894999999999991 -0.0011799999999999998 1.0000000180025095e-35 -0.066634999999999986 0.11928500000000002 -0.27301499999999995 -0.09391999999999999 -0.004089999999999999 0.08598500000000002 0.058025000000000007 -0.070499999999999993 -0.036839999999999991 -0.068809999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 6 -5 -6 11 8 -3 -2 12 -1 -11 -10 -12 16 -7 22 -13 21 -21 -20 24 -17 25 -4
right_child=9 2 17 4 5 15 -8 -9 13 10 14 18 -14 -15 -16 23 -18 -19 19 20 -22 -23 -24 -25 -26 -27
leaf_value=0.00084311573603386457 0.00058747949474860918 0.00098961200684723367 0.001084027954038985 0.0004020293707453476 0.0012913266515531925 0.00096974338056892546 0.0014166087190053591 0.00032899854092822528 0.00073206002968064854 0.00056789471657980124 0.00025611539580746451 0.0009896734097414768 0.00023603431879459211 0.00037678616890829197 -6.4513859607383861e-05 0.00091550187192788177 0.00061486166729529191 0.00075518169479950315 0.0014073944182285123 0.0012386143119961447 0.0011104349140055299 0.001167258220440659 0.00088637278931586914 0.0011075347791977116 0.0011202587625158082 0.00089463294509514409
leaf_weight=60 57 53 72 74 89 53 91 74 55 59 63 103 77 53 64 53 53 61 53 196 1110 52 77 75 86 73
leaf_count=60 57 53 72 74 89 53 91 74 55 59 63 103 77 53 64 53 53 61 53 196 1110 52 77 75 86 73
internal_value=0 0.0010293 0.000813456 0.00109251 0.000907872 0.00102365 0.00113651 0.000583549 0.000700328 0.000303886 0.000242289 0.00112029 0.000380262 0.000558039 9.42611e-05 0.000921694 0.000792635 0.000959778 0.00113125 0.00114156 0.0011297 0.00128881 0.00100018 0.0010283 0.00103797 0.00098892
internal_weight=0 2666 604 2062 397 323 1665 235 161 320 263 1574 136 108 127 234 106 369 1514 1411 1306 105 308 128 231 145
internal_count=2986 2666 604 2062 397 323 1665 235 161 320 263 1574 136 108 127 234 106 369 1514 1411 1306 105 308 128 231 145
is_linear=0
shrinkage=0.0032998


Tree=6673
num_leaves=24
num_cat=0
split_feature=4 14 16 49 1 1427 151 151 12 4 50 1 151 130 4 402 402 2 402 457 15 16 130
split_gain=0.42032 0.142982 0.188229 0.163099 0.237531 0.122363 0.117991 0.182294 0.134036 0.276964 0.228907 0.307215 0.12663 0.1235 0.118486 0.108662 0.161829 0.100507 0.0898058 0.0746632 0.0735886 0.0543955 0.0557749
threshold=0.27258000000000004 -0.46226499999999993 -0.41776999999999992 -0.045154999999999994 0.11392000000000001 0.083935000000000023 -0.085574999999999984 -0.0098149999999999991 0.082795000000000021 0.078235000000000013 0.086135000000000017 0.09518500000000002 -0.090364999999999987 -0.004089999999999999 -0.021269999999999997 -0.10183999999999999 -0.047604999999999988 -0.0011799999999999998 -0.43418999999999991 0.048870000000000004 -0.034094999999999993 -0.084064999999999987 -0.028439999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 12 14 9 10 11 -9 19 21 -8 18 -17 -6 -15 -1 -16 22 -10
right_child=1 2 -4 4 17 -7 7 8 13 -11 -12 -13 -14 15 20 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00091803132514633957 0.0076233733126636382 -0.007982743440391982 -0.010644960914849386 0.011621959224301077 0.0039978414427893193 0.013035965689892279 0.017652207339005955 0.0029971077732005857 0.0053026496256312174 0.013263240712309256 0.010530170490971725 -0.0082964089028834589 -0.0039604828656819137 0.0059059861113740361 0.01222060817891395 -0.0018651039890164008 0.0056671146449607081 -0.0057073704040864265 0.013415133911541231 0.0084571465736518921 0.0042758721739513889 0.014046018054000601 0.011929191757864221
leaf_weight=75 53 53 56 57 53 66 55 210 84 63 62 101 70 94 68 86 1248 70 89 75 66 67 65
leaf_count=75 53 53 56 57 53 66 55 210 84 63 62 101 70 94 68 86 1248 70 89 75 66 67 65
internal_value=0 -0.000405107 -0.00188367 0.000214332 0.0026379 0.00585976 0.00567534 0.00602347 0.005585 0.00293969 0.00119122 -0.000664785 0.00193593 0.00624949 0.0110459 0.00571066 0.00518018 -0.00151084 0.00956779 0.00469957 0.00832094 0.0100254 0.00820548
internal_weight=0 342 289 233 180 2644 2578 2358 2169 436 373 311 220 1733 189 1517 1334 123 183 150 134 216 149
internal_count=2986 342 289 233 180 2644 2578 2358 2169 436 373 311 220 1733 189 1517 1334 123 183 150 134 216 149
is_linear=0
shrinkage=0.16829


Tree=6674
num_leaves=27
num_cat=0
split_feature=3 1427 1 2 2 0 0 0 151 34 3 2 16 16 1213 16 49 2 2 0 0 475 2 157 1 16
split_gain=0.250649 0.156737 0.121515 0.339513 0.159339 0.28649 0.372889 0.203796 0.143099 0.345789 0.132167 0.302168 0.13777 0.223892 0.17059 0.167577 0.146793 0.116361 0.204439 0.131508 0.231331 0.108048 0.135126 0.0677132 0.0662728 0.062657
threshold=0.10402500000000002 0.083935000000000023 0.085780000000000009 0.080495000000000011 1.0000000180025095e-35 -0.018054999999999998 -0.14259999999999998 -0.00077999999999999999 -0.080494999999999997 -0.049569999999999996 -0.085549999999999973 0.084685000000000024 -0.011964999999999998 0.10923000000000001 -0.086579999999999976 -0.07964499999999998 -1.0000000180025095e-35 0.096435000000000007 0.11203000000000002 -0.195045 -0.108275 -0.080654999999999991 0.11543500000000002 -1.0000000180025095e-35 0.092485000000000026 -0.085834999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 25 8 -4 -10 12 -12 14 16 -5 -16 -14 -2 -19 -20 -21 -13 -23 -7 -11 -6
right_child=17 -3 4 10 5 23 -8 -9 9 24 11 21 13 -15 15 -17 -18 18 19 20 -22 22 -24 -25 -26 -27
leaf_value=0.017889873211092297 -0.0074783572653265322 0.012241917999314589 -0.0025619882870281186 -0.0033840489591436453 0.005701933287583308 0.011871984087243381 -0.010669445596444135 -0.003765646007416211 0.019284117528887552 0.0025558767671276413 0.016170308572913059 0.01045106734888414 0.0024218346232534179 0.0064364465526281544 0.0040554644764792007 0.012674431625108741 -0.0088411786604297958 0.0099589218926255454 -0.0081364746059652462 0.0080294331430261715 -0.0060343076455950549 0.0038331776107840402 0.010545425417444175 0.0032641451958710273 0.0068093218004183411 -0.0014539869961684834
leaf_weight=60 53 78 52 58 81 52 103 71 55 175 79 103 53 86 224 90 85 58 58 71 62 708 97 53 261 60
leaf_count=60 53 78 52 58 81 52 103 71 55 175 79 103 53 86 224 90 85 58 58 71 62 708 97 53 261 60
internal_value=0 0.00479469 0.0045711 0.0054523 0.00306579 0.000189133 -0.00296859 0.00469797 0.00580794 0.00669803 0.00497974 0.00617639 0.00299503 -0.000294711 0.00498077 0.00653159 -0.00450251 -0.000313538 0.00120429 -0.00144478 0.0014599 0.0053049 0.00464421 0.00754419 0.00510621 0.00264412
internal_weight=0 2684 2606 1643 963 349 244 614 543 491 1583 987 596 224 372 314 138 302 249 191 133 908 805 105 436 141
internal_count=2986 2684 2606 1643 963 349 244 614 543 491 1583 987 596 224 372 314 138 302 249 191 133 908 805 105 436 141
is_linear=0
shrinkage=0.16829


Tree=6675
num_leaves=22
num_cat=0
split_feature=2 2 2 2 39 150 11 13 2 49 150 34 47 47 151 11 13 42 13 2 42
split_gain=8.9422 4.73047 2.4874 1.83472 1.08195 0.720688 0.510256 0.462987 0.390594 0.330117 0.306232 0.269299 0.226057 0.360187 0.250955 0.201661 0.242952 0.161373 0.12032 0.0588171 0.0358604
threshold=0.12068000000000001 -1.0000000180025095e-35 0.10472500000000001 0.14870000000000003 0.086285000000000014 1.0000000180025095e-35 1.0000000180025095e-35 -0.088654999999999998 0.25063000000000007 1.0000000180025095e-35 -0.07009 -0.0011599999999999998 0.09550500000000002 0.077735000000000012 0.011180000000000001 0.08235000000000002 -0.039559999999999991 -0.021064999999999997 -0.076794999999999988 0.13554000000000002 -0.004089999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 9 11 7 10 -4 -5 19 -3 -1 13 14 -12 16 -9 -18 -14 -2 -20
right_child=3 2 5 8 -6 -7 -8 15 -10 -11 12 -13 18 -15 -16 -17 17 -19 20 -21 -22
leaf_value=0.00096029623723344244 0.00067811475839533552 0.00095314524442926055 0.00067100358460350166 0.00037518863217452707 0.00033153426109727816 0.00056798151765950734 0.0014204468007476877 0.0011158626441125977 2.4056159784315002e-06 0.00088116382951827375 0.0011913389037673402 0.00065017784631980942 0.0011971598648705234 0.0014135501383383757 0.00097563542114122821 0.0011945785511740207 0.00099549087967062814 0.00075519854883399561 0.0010850153816373961 0.00053393716330199276 0.00096371887504890629
leaf_weight=67 70 68 52 68 84 63 97 75 56 80 1538 58 60 79 63 55 63 63 53 62 77
leaf_count=67 70 68 52 68 84 63 97 75 56 80 1538 58 60 79 63 55 63 63 53 62 77
internal_value=0 0.00109842 0.00113981 0.00052635 0.000621864 0.000890933 0.00118516 0.000956877 0.000207119 0.000712904 0.00117337 0.000816683 0.00118135 0.00119374 0.00118287 0.00101481 0.000965441 0.000875624 0.00107164 0.000610662 0.00101344
internal_weight=0 2615 2406 336 209 371 2035 308 124 212 1938 125 1870 1680 1601 256 201 126 190 132 130
internal_count=2951 2615 2406 336 209 371 2035 308 124 212 1938 125 1870 1680 1601 256 201 126 190 132 130
is_linear=0
shrinkage=0.0032998


Tree=6676
num_leaves=15
num_cat=0
split_feature=10 12 12 49 13 12 12 132 43 12 11 0 50 11
split_gain=0.24963 0.237268 0.177279 0.136115 0.186176 0.156698 0.251264 0.195484 0.200919 0.198123 0.187843 0.141139 0.133061 0.146512
threshold=-1.0000000180025095e-35 0.12106500000000002 -0.081654999999999991 -0.087529999999999983 -0.067614999999999995 0.083885000000000015 0.084305000000000005 0.084790000000000018 -0.097074999999999981 -0.11319999999999998 0.090715000000000004 0.047640000000000009 -0.041284999999999995 0.085155000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 7 -7 8 -5 -10 12 -11 -8 -14
right_child=1 -3 -4 5 -6 6 10 -9 9 11 -12 -13 13 -15
leaf_value=-0.0075029184840902314 0.0059716033914448286 -0.0028578896344869857 0.0034236587524274671 0.012920804702179864 0.018444870625948222 0.017378411695513792 -0.0013779142273375098 -0.0052208686018137933 0.013130756335428347 0.0015048743479671154 0.015422696253628937 0.010479033076800889 0.0062010195307736085 -0.002858587350120039
leaf_weight=73 90 95 99 68 55 56 74 68 53 520 57 55 1536 52
leaf_count=73 90 95 99 68 55 56 74 68 53 520 57 55 1536 52
internal_value=0 0.00539491 -0.00120334 0.00568768 0.0107152 0.00539986 0.00626842 0.00337958 0.00422244 0.00327771 0.00590544 0.0023664 0.00557795 0.00590323
internal_weight=0 2779 172 2684 145 2539 1775 764 696 628 1719 575 1662 1588
internal_count=2951 2779 172 2684 145 2539 1775 764 696 628 1719 575 1662 1588
is_linear=0
shrinkage=0.16829


Tree=6677
num_leaves=14
num_cat=0
split_feature=9 12 41 12 10 16 16 16 16 51 13 12 15
split_gain=0.318433 0.137768 0.156444 0.223791 0.206389 0.150016 0.148277 0.123357 0.237967 0.128493 0.0759997 0.0439284 0.0443039
threshold=-1.0000000180025095e-35 0.12106500000000002 0.078535000000000008 0.08598500000000002 -0.013164999999999998 0.20277000000000003 0.26711500000000005 0.073820000000000011 0.054560000000000004 -0.092104999999999979 0.085955000000000018 0.10011000000000002 -0.036279999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 7 -7 8 9 -6 -3 12 -8
right_child=1 10 3 -5 5 6 11 -9 -10 -11 -12 -13 -14
leaf_value=-0.0056246247510440966 -0.0050882198183190416 -0.0056113980983861266 0.016074557309318199 0.0027982938675078705 0.012117020065576706 -0.0059453141078073908 0.0041014607931889853 0.011044918776516822 -0.0044395938534973105 0.0049971878840652743 0.0031481481000420492 0.0072416211876062172 -0.00025377644683172867
leaf_weight=91 63 57 80 66 75 62 144 98 74 1907 55 58 121
leaf_count=91 63 57 80 66 75 62 144 98 74 1907 55 58 121
internal_value=0 0.00447922 0.00471517 0.0100853 0.00441316 0.00464962 0.00158315 0.00519688 0.00491726 0.00526751 -0.00129379 0.0030338 0.00210606
internal_weight=0 2860 2748 146 2602 2539 385 2154 2056 1982 112 323 265
internal_count=2951 2860 2748 146 2602 2539 385 2154 2056 1982 112 323 265
is_linear=0
shrinkage=0.16829


Tree=6678
num_leaves=28
num_cat=0
split_feature=2 2 2 2 39 3 13 34 402 2 2 2 1213 2 13 159 2 155 3 2 133 3 402 3 47 131 13
split_gain=5.72794 2.315 1.32766 1.13414 0.622615 0.468961 0.461458 0.304689 0.297716 0.243595 0.315687 0.223452 0.258045 0.212148 0.241281 0.174819 0.168173 0.163836 0.15111 0.145268 0.131695 0.11435 0.106972 0.103486 0.0895859 0.066678 0.0567415
threshold=0.12068000000000001 -1.0000000180025095e-35 0.10393500000000001 0.25063000000000007 0.086285000000000014 0.11500500000000001 -0.14847499999999997 -1.0000000180025095e-35 0.090075000000000002 0.072175000000000017 0.093320000000000014 0.083725000000000008 -0.086579999999999976 0.097605000000000011 -1.0000000180025095e-35 0.040460000000000003 0.11558500000000001 0.106395 -0.066229999999999997 0.095850000000000005 0.017095000000000003 0.057935000000000007 0.10022000000000002 -0.082634999999999986 0.091680000000000011 0.089415000000000008 -0.013819999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 6 7 15 -2 -1 9 18 11 -11 -13 19 -15 16 17 23 24 -12 21 -8 -10 -4 25 -3 -24
right_child=3 2 5 -5 -6 -7 20 -9 22 10 13 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 26 -25 -26 -27 -28
leaf_value=0.00078611614000240334 0.00021909000668570786 0.00089816542720461687 0.00054478831683959779 -6.4110458333577384e-05 0.00026795930682775733 0.00042275784921496571 0.00039780889039426644 0.00045681524640532167 0.0011385658565038525 0.0010752196514912566 0.00080224346602427246 0.00071885602856656429 0.00092298468492958534 0.00078009373275836488 0.0010446620465012443 0.00055687704253737434 0.00092008285207559857 0.00088123686675144512 0.00065474732057213374 0.00060058728291274431 0.00064994794008147426 0.00059474599581159913 0.0010136667870920095 0.00072563049978877049 0.00073947748186244534 0.00079023380339254964 0.0008765700815679615
leaf_weight=68 71 186 54 56 84 67 90 57 52 97 98 75 857 92 66 56 59 52 65 68 67 52 93 107 96 106 60
leaf_count=68 71 186 54 56 84 67 90 57 52 97 98 75 857 92 66 56 59 52 65 68 67 52 93 107 96 106 60
internal_value=0 0.000821906 0.000850863 0.000364023 0.00048839 0.000675586 0.000449776 0.000636237 0.000885274 0.0008716 0.00089401 0.000922526 0.000906596 0.000803339 0.000890833 0.000727123 0.000762044 0.000718102 0.000804586 0.00071985 0.000527974 0.000470175 0.00100557 0.000665194 0.000829598 0.000859105 0.000960134
internal_weight=0 2615 2406 336 209 395 280 125 2011 1806 1353 1029 932 324 158 328 272 213 453 166 209 142 205 161 388 292 153
internal_count=2951 2615 2406 336 209 395 280 125 2011 1806 1353 1029 932 324 158 328 272 213 453 166 209 142 205 161 388 292 153
is_linear=0
shrinkage=0.0032998


Tree=6679
num_leaves=20
num_cat=0
split_feature=9 1 43 394 150 16 1456 150 43 150 160 16 51 1212 42 474 12 160 12
split_gain=0.238963 0.124501 0.256765 0.280997 0.228322 0.195285 0.141267 0.146018 0.159952 0.12692 0.117428 0.164995 0.118399 0.132746 0.117126 0.114347 0.0896836 0.0617043 0.0298836
threshold=-1.0000000180025095e-35 0.086005000000000012 -0.23538999999999996 -0.070744999999999988 0.077110000000000012 0.19384500000000002 -0.069944999999999993 0.11717500000000002 -0.10561 -0.074759999999999979 0.096695000000000017 -0.13895999999999997 0.11326500000000002 0.087685000000000013 0.087170000000000011 0.083840000000000012 0.085845000000000019 0.16873000000000002 0.089685000000000015
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 10 -5 8 -8 -10 11 16 13 -13 18 -6 -2 -12 -7
right_child=1 2 3 6 15 14 7 -9 9 -11 17 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.0044419453991300251 0.015738313326600552 0.013917307554684601 -0.0088712240223570004 0.011532313047509502 0.015772467498308695 -0.0012938754479053264 -0.0049852929522158952 -0.0043308332819929317 -0.0036725207687083655 0.004331267223689675 -0.0034159689559131708 0.0063251619283284091 -0.0027116920562826117 0.00097242837135338056 0.0041773195335724793 0.005758028730469128 0.0075979685466305959 0.0042828163596255265 -0.0070497051067135042
leaf_weight=91 65 58 59 53 83 52 63 79 60 818 61 854 52 156 87 54 97 57 52
leaf_count=91 65 58 59 53 83 52 63 79 60 818 61 854 52 156 87 54 97 57 52
internal_value=0 0.00430865 0.00298978 0.0024283 0.00524738 0.00465719 0.00305129 0.00260885 0.00319337 0.00378227 0.00537385 0.00586272 0.0050964 0.00550018 -0.000368793 0.0118383 0.0108752 0.000287711 -0.00418907
internal_weight=0 2860 1190 1132 1670 1533 1073 1020 941 878 1342 1224 1062 1010 191 137 162 118 104
internal_count=2951 2860 1190 1132 1670 1533 1073 1020 941 878 1342 1224 1062 1010 191 137 162 118 104
is_linear=0
shrinkage=0.16829


Tree=6680
num_leaves=23
num_cat=0
split_feature=4 34 2 13 15 13 150 484 1204 42 394 401 401 51 15 42 4 43 15 13 4 401
split_gain=0.255702 0.137382 0.219919 0.142272 0.151954 0.129206 0.11909 0.138183 0.109768 0.103837 0.101696 0.103704 0.318345 0.121356 0.164687 0.157469 0.135775 0.12044 0.0822466 0.0815675 0.12381 0.0748494
threshold=0.024470000000000002 -0.023104999999999997 0.087545000000000026 -0.24426999999999996 -0.032144999999999993 -0.16392499999999996 0.10325000000000002 -0.0081849999999999978 -0.079324999999999993 0.082690000000000013 -0.086964999999999987 0.080265000000000017 0.092910000000000006 0.089915000000000009 0.12241500000000001 0.078120000000000009 -0.036839999999999991 -0.077449999999999977 0.084920000000000009 -0.084354999999999986 0.078235000000000013 0.11186000000000001
decision_type=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 19 -4 6 -1 7 -5 18 -9 -10 13 -13 14 15 -12 -15 -18 -7 -3 -21 -14
right_child=1 2 3 4 -6 8 -8 9 10 -11 11 12 21 16 -16 -17 17 -19 -20 20 -22 -23
leaf_value=-0.0025317682074717748 -0.0073067689459594765 0.00078136775221959427 0.0070982494557838916 0.0049731706405120027 -0.0095639816447080188 0.0031303457013041897 0.0067400757886093999 -0.0063921147953091726 0.011531579923764695 0.00014192163952245126 0.00078351142091467949 0.01806348722792387 -0.0015990660939588547 0.012248840459296476 0.01200555678145653 0.0043532638543880859 -0.0011701325273542743 0.0090550016732903939 -0.0056457922386587414 0.0026737872217960936 0.013703679852148877 0.0065125374232126486
leaf_weight=87 63 56 57 69 62 67 54 152 55 125 607 60 53 95 58 831 66 64 55 54 63 81
leaf_count=87 63 56 57 69 62 67 54 152 55 125 607 60 53 95 58 831 66 64 55 54 63 81
internal_value=0 0.000213803 0.000901076 -0.000827987 -0.00180979 0.00381017 -0.000603396 -0.00175468 0.00407477 -0.00343706 0.00437827 0.00417189 0.00786894 0.00375409 0.00320392 0.00284767 0.00740414 0.00384996 -0.000811384 0.00609865 0.00862832 0.00329081
internal_weight=0 755 692 519 462 2179 400 346 2092 277 1970 1915 194 1721 1496 1438 225 130 122 173 117 134
internal_count=2934 755 692 519 462 2179 400 346 2092 277 1970 1915 194 1721 1496 1438 225 130 122 173 117 134
is_linear=0
shrinkage=0.16829


Tree=6681
num_leaves=21
num_cat=0
split_feature=4 151 4 4 3 157 51 1 3 1 1446 42 16 43 4 3 40 42 3 15
split_gain=0.181669 0.199353 0.146709 0.159187 0.132411 0.133925 0.125598 0.118576 0.207477 0.180341 0.10224 0.103747 0.134309 0.136571 0.0897516 0.148619 0.0870845 0.134483 0.0901565 0.0792598
threshold=-0.0088849999999999988 -0.092609999999999984 -0.0062699999999999987 -0.0005399999999999999 0.31395500000000004 -0.016164999999999995 0.10876000000000001 0.10667500000000001 -0.036264999999999992 0.10257000000000001 0.087240000000000012 -0.087244999999999975 -0.094469999999999985 -0.17773999999999998 -0.087864999999999985 -0.088484999999999994 -0.0068699999999999985 -0.024804999999999997 -0.0096849999999999974 -0.092389999999999986
decision_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 19 5 -5 16 9 -9 10 11 14 -13 -14 -3 -16 18 -18 -7 -4
right_child=2 7 3 4 -6 6 -8 8 -10 -11 -12 12 13 -15 15 -17 17 -19 -20 -21
leaf_value=0.011570892885556102 -0.0060428754701238839 0.010443280497272214 0.00164779866891262 -0.0047377287006963413 -0.0058471037928939547 0.0032454995138444013 0.0090342581528783401 0.013599158574977916 0.0014128430415800452 -0.0069019343090713477 0.0086659477389676668 -0.0046793544166765736 -0.0058593627844811752 0.0029109655776041769 0.00012108227279938825 0.010283767727177734 -0.0029102117283799295 0.0034746910845551622 -0.0050146744561476615 0.0099754956989429912
leaf_weight=83 82 78 54 97 83 57 64 79 80 54 85 81 53 940 120 62 116 475 108 83
leaf_count=83 82 78 54 97 83 57 64 79 80 54 85 81 53 940 120 62 116 475 108 83
internal_value=0 0.00351736 0.000827941 0.00132504 0.000586032 0.00117027 0.00187134 0.00310667 0.00747898 0.00263349 0.00299763 0.0026351 0.00190237 0.00244105 0.00565497 0.00359297 0.00126257 0.00221844 -0.00215027 0.00670616
internal_weight=0 1715 1219 1137 1000 917 820 1632 159 1473 1419 1334 1074 993 260 182 756 591 165 137
internal_count=2934 1715 1219 1137 1000 917 820 1632 159 1473 1419 1334 1074 993 260 182 756 591 165 137
is_linear=0
shrinkage=0.16829


Tree=6682
num_leaves=28
num_cat=0
split_feature=4 4 483 52 15 4 42 483 3 52 16 52 15 43 16 403 51 3 49 52 15 1213 3 3 16 155 3
split_gain=0.133054 0.11991 0.101506 0.120891 0.115152 0.0853713 0.1471 0.21339 0.190678 0.139972 0.128843 0.160098 0.175237 0.116501 0.204404 0.135871 0.200918 0.101684 0.138238 0.121708 0.0832825 0.09575 0.077974 0.0681742 0.0523723 0.0330951 0.0303849
threshold=0.31392000000000003 0.41823000000000005 0.084885000000000016 -0.063199999999999992 -0.43091499999999999 -0.085474999999999982 0.083725000000000008 0.086245000000000002 -0.11151499999999999 0.087665000000000007 0.10134000000000001 -0.085009999999999988 0.09414500000000002 -0.077034999999999978 -0.076909999999999992 -0.028039999999999999 -1.0000000180025095e-35 -0.085824999999999985 -0.005069999999999999 -0.44829999999999998 -0.095584999999999989 0.10336000000000002 -0.064734999999999987 -0.092109999999999984 -0.04040499999999999 1.0000000180025095e-35 -0.027864999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 9 7 8 -7 13 11 26 -13 14 -1 -15 25 18 -8 -19 -21 22 -22 -18 -11 -17 -10
right_child=1 2 -4 4 -6 6 17 -9 10 24 -12 12 -14 15 -16 16 23 19 -20 20 21 -23 -24 -25 -26 -27 -28
leaf_value=0.0061757237737993884 -0.0067795980755303671 -0.0042792908668203332 -0.0055373569511315991 0.010343750032107107 0.00040879313386227046 -0.0094243328554200895 0.0021377315974204381 0.010539015151573936 0.0042000709481397761 0.013164383989019748 -0.0058929708656777864 -0.00098304378294334694 0.0075783805185128533 0.012268268652424781 -0.0068244070965784685 0.010591480932845052 0.0019643483872260697 -0.0033545776331040614 0.012827019512950831 -0.0015881177169794424 0.0035915917705833019 -0.003221004593701214 0.0088887156712091197 -0.0065136023201735832 0.0058674733223739407 0.0049190569238204964 0.0097541895517346579
leaf_weight=61 82 52 57 65 68 60 69 55 60 57 83 561 77 56 78 59 53 88 69 92 663 52 90 54 57 61 55
leaf_count=61 82 52 57 65 68 60 69 55 60 57 83 561 77 56 78 59 53 88 69 92 663 52 90 54 57 61 55
internal_value=0 -0.00121586 0.000661953 0.00258172 0.00527773 0.00239653 0.00190568 0.000363409 -0.000259205 0.00429249 0.000396431 0.00109207 4.74157e-05 0.00287291 -0.00110639 0.00483375 0.00299177 0.00321013 0.00749539 0.00260793 0.00319489 0.00374375 0.0042271 -0.00229745 0.00953169 0.00772297 0.00687201
internal_weight=0 324 242 185 133 2610 2074 951 896 536 836 753 638 422 139 283 227 1123 138 985 897 805 753 107 114 120 115
internal_count=2934 324 242 185 133 2610 2074 951 896 536 836 753 638 422 139 283 227 1123 138 985 897 805 753 107 114 120 115
is_linear=0
shrinkage=0.16829


Tree=6683
num_leaves=11
num_cat=0
split_feature=1425 1371 157 10 401 401 34 10 3 133
split_gain=0.197839 0.116466 0.108945 0.120374 0.0878936 0.175204 0.103904 0.151411 0.101563 0.0589395
threshold=0.08252000000000001 0.083235000000000017 -0.14480499999999996 0.057650000000000007 0.078330000000000025 0.093220000000000011 -0.079224999999999976 -0.086389999999999981 0.10166000000000001 -0.062749999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 -4 -8 -9 -7
right_child=-2 -3 3 -5 5 9 7 8 -10 -11
leaf_value=-0.0045511950278200718 0.010846772397753857 0.0093502696297609444 0.0074906933191639467 -0.0050599931971282907 0.010736669058525239 0.0040957657846138161 -0.0071067900206106208 0.0010071125727451817 0.00476399856093657 -0.0022087390675687153
leaf_weight=87 65 52 76 77 88 102 61 2028 227 71
leaf_count=87 65 52 76 77 88 102 61 2028 227 71
internal_value=0 0.00145272 0.00130629 0.00149362 0.00168451 0.00461983 0.00136347 0.00116163 0.0013861 0.00149798
internal_weight=0 2869 2817 2730 2653 261 2392 2316 2255 173
internal_count=2934 2869 2817 2730 2653 261 2392 2316 2255 173
is_linear=0
shrinkage=0.16829


Tree=6684
num_leaves=21
num_cat=0
split_feature=1425 50 1 14 43 42 42 133 4 52 52 13 43 16 4 16 0 50 133 42
split_gain=0.13682 0.113635 0.104974 0.331643 0.227605 0.226157 0.167008 0.154683 0.125021 0.122257 0.104243 0.211718 0.145248 0.148247 0.121231 0.104251 0.094759 0.0802471 0.0678353 0.0552907
threshold=0.08252000000000001 0.11963000000000001 0.080320000000000016 0.073890000000000011 0.0049250000000000014 0.082690000000000013 0.11573500000000002 -0.021469999999999996 -0.40515499999999993 -0.51745999999999992 0.091160000000000005 0.080625000000000016 -0.0015099999999999998 -0.080534999999999982 -0.088039999999999993 -0.06421499999999998 -0.11214999999999999 0.13207500000000003 0.090030000000000013 0.084185000000000024
decision_type=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 7 -4 -9 -1 11 14 15 -14 -11 19 -16 -3 -17 -12
right_child=-2 17 3 -5 5 -7 -8 8 -10 10 12 -13 13 -15 16 18 -18 -19 -20 -21
leaf_value=-0.0045795237074840551 0.009021371624439771 0.011120584725130837 0.0059716461912272213 0.012389586987973577 -0.013246460003448065 -3.910199358876922e-06 0.0085878694382460277 0.0045402128213747686 -0.0017933306523173129 0.0097792495459203266 0.0029783690493369311 -0.0056889906727810068 0.00088633967685259425 -0.0099026331180951926 0.0098356679232730806 0.0095761721238637326 0.0027671105384257226 0.0027950880742998101 0.0014735386213931088 -0.0040742357403510364
leaf_weight=77 65 52 97 57 77 70 62 99 806 90 57 70 75 69 58 67 772 91 53 70
leaf_count=77 65 52 97 57 77 70 62 99 806 90 57 70 75 69 58 67 772 91 53 70
internal_value=0 0.00120834 0.000964975 -0.000153547 -0.000745417 -0.00695271 0.00011048 -0.000412276 -0.0010985 0.00193897 0.00230372 0.0032226 -1.82732e-05 -0.0042709 0.00390261 0.00245372 0.00326322 0.00583511 0.00601248 -0.000894747
internal_weight=0 2869 2726 1268 1211 147 1064 1002 905 1458 1381 990 391 144 920 247 830 143 120 127
internal_count=2934 2869 2726 1268 1211 147 1064 1002 905 1458 1381 990 391 144 920 247 830 143 120 127
is_linear=0
shrinkage=0.16829


Tree=6685
num_leaves=15
num_cat=0
split_feature=33 40 457 133 4 14 402 402 402 160 402 133 0 4
split_gain=0.207121 0.256483 0.189893 0.134123 0.192592 0.347516 0.206681 0.344299 0.129314 0.104894 0.0792916 0.169512 0.170015 0.0682426
threshold=0.082505000000000009 0.088710000000000011 -0.087474999999999983 0.092300000000000007 0.51367000000000018 -0.13131999999999996 0.088470000000000007 0.024060000000000002 0.096735000000000002 -0.014774999999999998 -0.46048499999999998 0.41435500000000008 -0.071379999999999985 -0.010264999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 -8 13 -11 12 -12 -5
right_child=-2 -3 3 9 -6 6 8 -9 -10 10 11 -13 -14 -15
leaf_value=0.007934434061617212 0.010872526371549368 0.012287580138508929 0.01051606489266638 0.010819636093460427 -0.0086970299442281941 -0.0005038527586276717 0.011802093909633091 -0.011933473161867183 0.0021842618747156296 0.0066514334107058079 -0.00067099565523461729 -0.0067915975170444983 0.0083132243048534213 0.0026293568254913305
leaf_weight=96 59 54 86 65 74 1749 52 78 169 69 176 73 90 53
leaf_count=96 59 54 86 65 74 1749 52 78 169 69 176 73 90 53
internal_value=0 0.00079685 0.000576957 0.000317954 -0.000256613 3.52303e-05 -0.000404006 -0.0009928 0.00445541 0.00273324 0.00144966 0.00038559 0.00236202 0.00715618
internal_weight=0 2884 2830 2734 2208 2134 2048 1827 221 526 408 339 266 118
internal_count=2943 2884 2830 2734 2208 2134 2048 1827 221 526 408 339 266 118
is_linear=0
shrinkage=0.16829


Tree=6686
num_leaves=22
num_cat=0
split_feature=1 52 52 1 2 12 14 41 0 49 14 16 49 12 160 48 16 16 52 156 16
split_gain=13.0221 2.79525 2.24177 1.2672 0.949524 0.779976 0.643124 0.80029 0.638662 0.762347 0.612446 0.603755 0.398381 0.342037 0.294402 0.293149 0.413328 0.402558 0.259825 0.188689 0.130878
threshold=0.10123500000000001 -0.41694999999999993 0.26430000000000003 0.14828500000000003 0.13270000000000001 0.084885000000000002 0.073890000000000011 0.082095000000000015 -0.10594499999999998 0.047620000000000003 -0.41608999999999996 -0.080909999999999996 -0.071579999999999991 0.088725000000000012 -0.51927999999999985 0.083540000000000017 -0.087699999999999986 -0.23389999999999997 0.23074000000000003 0.087205000000000019 -0.11400999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 6 10 7 8 9 12 -3 -7 -1 18 -15 17 -17 -12 19 -10 -16
right_child=1 2 -4 -5 -6 11 -8 -9 13 -11 15 -13 -14 14 20 16 -18 -19 -20 -21 -22
leaf_value=0.0011675220058628519 0.0012751596232778043 0.00092029079313517834 0.0013046623789702712 0.00017939665012041645 0.0008135556405331223 0.0006420574184111109 0.0015447474261809789 0.00085259037244140906 0.0013365814459643563 0.0013943570879979502 0.00055974004957454594 0.0011078875458451756 0.00080173380933665434 0.00099675623167758392 0.0011044907996991503 0.00040794104639955351 0.00077440224608354307 0.00023375430235591304 0.001560338688274091 0.0011949450087413525 0.0012655671186486313
leaf_weight=55 95 53 55 67 52 57 88 53 745 61 122 66 82 53 63 52 97 63 52 125 787
leaf_count=55 95 53 55 67 52 57 88 53 745 61 122 66 82 53 63 52 97 63 52 125 787
internal_value=0 0.000747003 0.000667557 0.000606766 0.00125609 0.000662842 0.00126671 0.00125491 0.00126543 0.00108627 0.000589822 0.000892301 0.00094884 0.00128485 0.00123863 0.000537277 0.000646746 0.000448919 0.00133008 0.00131627 0.00125367
internal_weight=0 727 632 577 2216 510 2164 2076 2023 198 387 123 137 1825 903 334 149 185 922 870 850
internal_count=2943 727 632 577 2216 510 2164 2076 2023 198 387 123 137 1825 903 334 149 185 922 870 850
is_linear=0
shrinkage=0.0032998


Tree=6687
num_leaves=28
num_cat=0
split_feature=3 3 39 42 12 13 14 11 3 13 12 13 13 40 160 12 13 49 16 43 3 13 13 43 483 52 12
split_gain=8.11594 1.93787 2.44994 1.85665 1.58597 1.58001 1.05131 1.15924 0.719344 0.668074 0.453029 0.415274 0.377004 0.295289 0.266947 0.247204 0.210174 0.30294 0.265976 0.186895 0.297854 0.344273 0.129254 0.222399 0.121782 0.0769517 0.0721823
threshold=-0.063264999999999988 0.28833000000000003 0.0047850000000000011 -0.032499999999999994 0.056995000000000011 -0.009244999999999998 0.073890000000000011 0.090715000000000004 0.11745500000000002 -0.087809999999999985 0.088665000000000008 -0.00080499999999999983 -0.48634999999999995 -0.078949999999999979 -0.51927999999999985 0.10227500000000002 0.0051600000000000005 -0.0087399999999999995 -0.0070549999999999996 -0.004174999999999999 -0.082004999999999981 -0.072459999999999983 -0.085414999999999991 -0.025879999999999997 -0.062954999999999997 0.085635000000000003 0.11534500000000002
decision_type=2 2 2 2 2 2 2 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 -1 9 7 10 11 -5 19 -2 -3 -11 -12 24 17 -13 -19 22 21 -21 23 -6 -16 -24 -17
right_child=1 12 3 5 6 -7 -8 -9 -10 13 14 16 -14 -15 15 26 -18 18 -20 20 -22 -23 25 -25 -26 -27 -28
leaf_value=0.00072935775380677484 0.00092984150943345835 0.00064786239044472172 0.0012135336976920542 0.00098800522061372425 0.0013198754578231128 8.0641403616051703e-05 0.0016372193546130964 0.00079026149373593549 0.0007967495560182407 0.00070153698513674573 0.00097256879802865709 0.0010661021079569951 0.00027834219242926675 0.00038104955261236521 0.0010833898711050324 0.001133833153835243 0.0010045410458342152 0.0014978483808899745 0.0011962648090738518 0.00090521519414292202 0.0013779698804465906 0.0012732209728257889 0.0013137864049137366 0.0015494004282028981 0.0012394702050752869 0.001211733130565639 0.00098353110003170812
leaf_weight=71 88 56 56 59 189 60 68 67 92 73 61 70 66 56 63 144 52 62 70 56 63 57 266 64 728 134 52
leaf_count=71 88 56 56 59 189 60 68 67 92 73 61 70 66 56 63 144 52 62 70 56 63 57 266 64 728 134 52
internal_value=0 0.00083408 0.000897815 0.000670331 0.00121528 0.00054753 0.00123241 0.00121823 0.00105708 0.00069635 0.00123349 0.001127 0.000448247 0.000562684 0.00118747 0.00120072 0.00119517 0.00124407 0.00133818 0.00129161 0.00119402 0.00109116 0.00131786 0.00137808 0.00122708 0.00127969 0.00109414
internal_weight=0 860 738 304 2083 248 2012 1944 434 188 1877 342 122 129 1048 987 254 202 132 829 176 113 653 253 791 400 196
internal_count=2943 860 738 304 2083 248 2012 1944 434 188 1877 342 122 129 1048 987 254 202 132 829 176 113 653 253 791 400 196
is_linear=0
shrinkage=0.0032998


Tree=6688
num_leaves=17
num_cat=0
split_feature=151 1 10 155 474 3 3 15 3 1454 42 1446 1446 3 158 1211
split_gain=0.220567 0.145099 0.207041 0.167992 0.209736 0.229498 0.230111 0.142616 0.134781 0.137847 0.117204 0.108289 0.108679 0.0933606 0.115163 0.0934525
threshold=0.12749500000000002 0.091725000000000015 -0.15491499999999997 0.084710000000000021 0.095575000000000007 -0.10690999999999999 0.31966500000000003 -0.026469999999999997 0.091085000000000013 0.075770000000000018 0.086700000000000013 0.090355000000000005 0.083705000000000016 -0.083154999999999993 0.081110000000000015 0.081155000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 5 -4 7 -7 9 11 -11 12 13 14 -1 -15
right_child=-2 2 3 -5 -6 6 -8 -9 -10 10 -12 -13 -14 15 -16 -17
leaf_value=0.0020002684328073585 0.013405125439713639 0.01055348165201569 -0.0095659841802381001 0.0066586584707511928 0.0083451160383212104 0.0026165262099786726 -0.010633443672759042 -0.002873096364544251 -0.0033131317953110748 0.0026981119624827406 -0.0079734229809278138 -0.0022112579075058473 0.010032958406570858 0.0045994072711690948 0.010072315573002069 0.01097120817722822
leaf_weight=713 53 57 89 98 66 361 57 213 84 66 52 77 87 744 54 72
leaf_count=713 53 57 89 98 66 361 57 213 84 66 52 77 87 744 54 72
internal_value=0 0.00244122 0.000722627 8.67049e-05 -0.000730413 -0.00156483 -0.000433455 0.000576306 0.00327005 0.00356752 -0.00198937 0.00394389 0.00422876 0.00390864 0.00257092 0.00516383
internal_weight=0 2890 941 884 786 720 631 574 1949 1865 118 1747 1670 1583 767 816
internal_count=2943 2890 941 884 786 720 631 574 1949 1865 118 1747 1670 1583 767 816
is_linear=0
shrinkage=0.16829


Tree=6689
num_leaves=9
num_cat=0
split_feature=151 33 2 51 121 14 15 41
split_gain=0.152518 0.141646 0.282035 0.130559 0.247664 0.100046 0.1806 0.120906
threshold=0.12749500000000002 0.082505000000000009 -0.10238999999999998 0.24916000000000002 -0.070209999999999981 -0.41608999999999996 -0.2987999999999999 0.084515000000000021
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -7 -8
right_child=-2 -3 3 -5 5 6 7 -9
leaf_value=-0.0093603141442898316 0.011149180256767191 0.010198724769741123 0.013782086169241342 -0.0061514572291283395 0.008629537524924135 -0.0058323885696941816 0.0023540027944845467 -0.0042476677125105021
leaf_weight=62 53 59 52 53 64 83 2436 81
leaf_count=62 53 59 52 53 64 83 2436 81
internal_value=0 0.0020307 0.00185984 0.00211171 0.00227362 0.00204831 0.00188562 0.00214084
internal_weight=0 2890 2831 2769 2716 2664 2600 2517
internal_count=2943 2890 2831 2769 2716 2664 2600 2517
is_linear=0
shrinkage=0.16829


Tree=6690
num_leaves=21
num_cat=0
split_feature=1 52 2 123 47 14 52 0 3 13 2 1 159 3 2 3 3 13 133 13
split_gain=12.549 2.67712 1.53549 0.779324 0.775807 0.668673 0.622336 0.58582 0.426671 0.426941 0.399686 0.440948 0.417957 0.272848 0.24906 0.233427 0.315721 0.260657 0.171724 0.148745
threshold=0.10509 -0.25811499999999993 0.14253500000000002 1.0000000180025095e-35 0.078345000000000012 0.073890000000000011 0.090060000000000015 -0.10071499999999999 -0.15327499999999997 -0.10526999999999999 0.091235000000000024 0.088470000000000007 0.024100000000000003 -0.091034999999999991 0.25063000000000007 0.11995000000000001 -0.049204999999999992 -0.0093249999999999982 -0.0029049999999999996 -0.085684999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 8 15 -6 -1 -10 13 12 -12 18 -4 16 -3 -18 -11 -15
right_child=1 2 14 -5 7 -7 -8 -9 9 10 11 -13 -14 19 -16 -17 17 -19 -20 -21
leaf_value=0.00089721709833975362 0.0011854734163755287 0.00058681902040775235 0.00033788989340400644 0.00082310290343335366 0.00058276004803905687 0.0014310261521991992 0.00082435626913795622 0.0010467765100813547 0.00089331761595603002 0.0014358405453749631 0.0010625277607915517 0.00081560865425178415 0.001297191101182153 0.0010916727659619401 4.6072867352697005e-05 0.00063547610169705751 0.00042871667175728954 0.00012767854638650282 0.0012207698701573058 0.0011785582467835197
leaf_weight=91 75 67 70 94 54 79 63 67 81 62 501 66 101 317 59 62 78 53 134 779
leaf_count=91 75 67 70 94 54 79 63 67 81 62 501 66 101 317 59 62 78 53 134 779
internal_value=0 0.000598856 0.000522013 0.00111875 0.000614126 0.0011313 0.000529407 0.000839986 0.00112018 0.0011301 0.00113987 0.00107372 0.00110196 0.00117405 0.000204696 0.000457804 0.000401991 0.000307192 0.00128898 0.00115346
internal_weight=0 648 573 2305 444 2211 323 121 2132 2041 1960 668 602 1292 129 260 198 131 196 1096
internal_count=2953 648 573 2305 444 2211 323 121 2132 2041 1960 668 602 1292 129 260 198 131 196 1096
is_linear=0
shrinkage=0.0032998


Tree=6691
num_leaves=28
num_cat=0
split_feature=12 13 12 15 3 52 42 0 12 13 42 0 123 15 42 12 480 3 13 3 42 51 402 1454 13 3 42
split_gain=7.6699 2.7958 1.61059 0.993396 0.675542 0.64144 0.557294 0.550242 0.509087 0.566718 0.44245 0.349193 0.340895 0.229796 0.261278 0.230749 0.19535 0.190704 0.147736 0.326864 0.310713 0.127237 0.121581 0.106963 0.0719058 0.0589687 0.0505016
threshold=0.056995000000000011 -0.00027999999999999998 0.14472000000000004 0.015700000000000002 -0.043609999999999989 0.047800000000000009 -0.0047199999999999994 -0.11262999999999999 0.096990000000000007 -0.078579999999999983 1.0000000180025095e-35 -0.097774999999999987 0.08901000000000002 0.083540000000000017 -0.024804999999999997 0.10700500000000002 -0.060589999999999998 0.096440000000000012 -0.092584999999999987 -0.13392999999999997 0.085025000000000003 -0.20636999999999997 0.10783500000000001 0.077140000000000014 0.055610000000000007 0.31966500000000003 -0.053119999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 8 4 -3 7 -1 17 16 -10 11 25 -12 14 24 -16 -2 -6 19 -18 -21 -20 23 -23 -11 -8 -15
right_child=2 3 -4 -5 5 -7 10 -9 9 13 12 -13 -14 26 15 -17 18 -19 21 20 -22 22 -24 -25 -26 -27 -28
leaf_value=0.00082361273095135168 0.00091604586347475349 0.00052188689560286146 0.00056228405135831628 0.0013227738290474472 0.00081829716634364356 0.0012297327373935972 0.00057312022241805868 0.0010027549469684069 0.00068401290225536104 0.00099064178710833945 0.00073066090953786088 0.00021878474693294979 0.00041705728085671129 0.0010573964451025654 0.00098634998598016673 0.00070148427906819699 0.001268137093987047 0.00055088542755438565 0.0009798447801609106 0.00076322326484402653 0.0010740066187428254 0.0011464356631988866 0.0010222971057680184 0.0012930839957417746 0.0011585511786425201 0.00041177965572828913 0.0011896805958284118
leaf_weight=53 52 63 65 52 54 53 52 102 57 54 87 100 68 58 79 53 53 66 56 55 102 1154 87 61 70 52 95
leaf_count=53 52 63 65 52 54 53 52 102 57 54 87 100 68 58 79 53 53 66 56 55 102 1154 87 61 70 52 95
internal_value=0 0.000696666 0.00107492 0.000897032 0.000831429 0.000902215 0.000506913 0.000823865 0.00109088 0.000994082 0.00046006 0.000358646 0.000593307 0.00103721 0.000975778 0.000872239 0.0011187 0.000671514 0.0011254 0.00104194 0.000965358 0.00113828 0.00114507 0.00115383 0.00108571 0.000492789 0.00113976
internal_weight=0 802 2151 390 338 275 412 222 2086 466 359 204 155 409 256 132 1620 120 1568 210 157 1358 1302 1215 124 104 153
internal_count=2953 802 2151 390 338 275 412 222 2086 466 359 204 155 409 256 132 1620 120 1568 210 157 1358 1302 1215 124 104 153
is_linear=0
shrinkage=0.0032998


Tree=6692
num_leaves=17
num_cat=0
split_feature=1429 11 4 2 43 12 1375 1429 402 52 52 2 2 4 52 3
split_gain=0.174249 0.164308 0.164994 0.182641 0.144352 0.173851 0.171929 0.145723 0.144598 0.136955 0.20212 0.100069 0.0895195 0.156188 0.0852551 0.0643999
threshold=0.096690000000000012 0.094115000000000018 -0.15366499999999997 0.13388500000000003 -0.12788999999999998 0.085760000000000017 -0.091584999999999986 1.0000000180025095e-35 0.094120000000000009 -0.10201499999999998 0.087275000000000005 0.11585500000000001 0.097300000000000011 -0.081724999999999978 -0.34918499999999997 -0.0005399999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 12 6 -6 11 -8 14 -11 -7 13 -4 -1 -5
right_child=-2 -3 3 15 5 7 8 -9 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=0.008776395482475198 -0.0050754015140219676 -0.0040593710303098579 0.011393146291209397 0.0020782394666545557 -0.0070443821237218974 0.0044508096407735774 0.0033971050895958707 0.013338508978017168 -0.0051128661495289445 0.018368168221160865 0.0055298248488314617 0.010891729325857575 0.014572394139902902 0.0011118022260224441 -0.00065166043978988569 -0.0041950084142888576
leaf_weight=54 58 66 90 92 54 1176 750 60 61 71 69 73 53 79 54 93
leaf_count=54 58 66 90 92 54 1176 750 60 61 71 69 73 53 79 54 93
internal_value=0 0.00422702 0.00442097 0.00402127 0.00441479 0.00399582 0.00214099 0.00522013 0.00275481 0.00857351 0.0120535 0.0048287 0.00850967 0.00659771 0.00404573 -0.00106563
internal_weight=0 2895 2829 2581 2396 2174 865 1309 811 248 140 1249 222 169 108 185
internal_count=2953 2895 2829 2581 2396 2174 865 1309 811 248 140 1249 222 169 108 185
is_linear=0
shrinkage=0.16829


Tree=6693
num_leaves=14
num_cat=0
split_feature=44 48 10 1212 0 1213 3 4 34 34 1212 3 400
split_gain=0.165981 0.232866 0.174921 0.137829 0.157704 0.151026 0.236788 0.13823 0.131982 0.121148 0.108349 0.100403 0.0993586
threshold=1.0000000180025095e-35 0.13765500000000006 -0.089679999999999982 0.058905000000000006 -0.083514999999999992 0.0065300000000000002 -0.085549999999999973 -0.078454999999999983 -0.08563999999999998 -0.027829999999999997 0.090175000000000019 -0.08175499999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 10 8 -7 -6 -4 -10 -5 -8 -11
right_child=-2 -3 3 4 7 6 11 -9 9 12 -12 -13 -14
leaf_value=-0.0041541549753524058 0.012533224092828876 -0.007547893830382648 0.011974197814286552 0.0062531906098642577 0.015606408963491403 -0.0099012165819952879 0.0081999974730606658 0.0059138118900832178 -0.0044028962818596891 0.0033847618720435841 -0.0032513165760314796 -0.0014530068677126725 0.010291011267466271
leaf_weight=84 55 56 52 97 79 62 55 90 55 2087 52 68 61
leaf_count=84 55 56 52 97 79 62 55 90 55 2087 52 68 61
internal_value=0 0.00318895 0.00340115 0.00363191 0.00693219 0.00320105 -0.00141449 0.0104553 0.00358051 0.00338157 0.00292412 0.00284877 0.00358173
internal_weight=0 2898 2842 2758 318 2440 185 169 2255 2203 149 123 2148
internal_count=2953 2898 2842 2758 318 2440 185 169 2255 2203 149 123 2148
is_linear=0
shrinkage=0.16829


Tree=6694
num_leaves=19
num_cat=0
split_feature=4 2 376 13 4 0 0 15 2 15 0 0 4 1211 483 16 51 15
split_gain=9.38139 2.68348 1.57397 1.07188 0.732481 0.717462 0.705828 0.557743 0.548971 0.519905 0.675083 0.359897 0.326818 0.279 0.243852 0.215414 0.210416 0.155979
threshold=0.31392000000000003 0.14253500000000002 0.076485000000000011 -0.27740999999999993 -0.080114999999999978 -0.10594499999999998 -0.14164999999999997 -0.41725999999999991 0.095785000000000023 -0.10763999999999999 -0.108275 -0.072924999999999976 0.51395000000000002 0.079615000000000019 -0.039084999999999988 -0.0015099999999999998 0.086685000000000012 -0.19153499999999998
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 17 -5 12 11 -10 -11 14 -7 16 -6 -13 -8 -2
right_child=5 -3 -4 4 8 7 13 -9 9 10 -12 15 -14 -15 -16 -17 -18 -19
leaf_value=0.00067829927126113253 0.00076281336559472701 0.00047408840070818273 0.00067388197006524502 0.0015456695665954233 0.0012776643593342451 0.00059959519674010042 0.0011582672369015708 5.8411544298011556e-05 0.0012671977541097795 0.00059946913412833955 0.00097963282234523946 0.00080961556137836683 0.00027748979680501147 0.00093439352815102676 0.0011056795810811654 0.0010604045187752689 0.0013596370684733575 0.00053714320682415678
leaf_weight=67 68 84 103 56 103 74 590 56 54 61 323 68 65 57 902 88 65 69
leaf_count=67 68 84 103 56 103 74 590 56 54 61 323 68 65 57 902 88 65 69
internal_value=0 0.0010551 0.00107432 0.00109126 0.00110293 0.000466124 0.00118708 0.000337171 0.00106249 0.000962302 0.000919334 0.00110026 0.000449224 0.00115883 0.00112334 0.000951312 0.0011783 0.000649412
internal_weight=0 2621 2537 2434 2367 332 768 195 1599 438 384 1161 139 712 1005 156 655 137
internal_count=2953 2621 2537 2434 2367 332 768 195 1599 438 384 1161 139 712 1005 156 655 137
is_linear=0
shrinkage=0.0032998


Tree=6695
num_leaves=25
num_cat=0
split_feature=1 2 3 2 14 15 2 49 13 147 124 3 2 0 16 49 2 131 2 1 51 13 2 132
split_gain=18.0888 4.12173 2.62329 1.98212 1.69453 1.30444 1.26877 0.824855 0.772823 0.744511 0.478382 0.430507 0.326213 0.334186 0.287551 0.279053 0.277546 0.381879 0.247814 0.231155 0.214651 0.169442 0.157741 0.106865
threshold=0.10442000000000001 0.14744000000000002 -0.041789999999999994 0.099845000000000003 0.073890000000000011 -0.24211499999999997 -1.0000000180025095e-35 -0.046739999999999997 -1.0000000180025095e-35 0.087170000000000011 -0.048219999999999992 -0.085894999999999985 0.089945000000000011 -0.097774999999999987 -0.073554999999999995 0.10470500000000001 0.10573500000000001 0.092000000000000012 0.11183000000000003 0.091280000000000014 0.092720000000000011 -0.032149999999999991 0.11543500000000002 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 5 4 9 -2 -4 -5 22 10 -1 -9 13 -12 -10 18 17 -7 21 -15 23 -13 -8 -14
right_child=1 -3 6 7 -6 16 8 11 14 -11 12 15 20 19 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0011138937380452156 0.00068042568287762025 0.00013595920739013981 0.0003579666205099675 0.0007973079684961145 0.0018770181914494265 0.0015426247838108856 0.00077146995777868416 0.0014385664106386731 0.00083575114230098905 0.0010297742481990264 0.0016312432935737965 0.0012197244461208321 0.0012780834586973637 0.0014501336588526833 0.0011834429323331721 0.0010090195864705964 0.0010784701953172587 0.0011581709439853027 0.0010964633159432082 0.0013197707381167507 0.001499149193656659 0.0014668815607049831 0.00053193361506165748 0.0014435898380068903
leaf_weight=60 53 102 99 57 83 63 52 82 52 60 99 75 303 920 54 89 55 53 91 185 77 55 75 54
leaf_count=60 53 102 99 57 83 63 52 82 52 60 99 75 303 920 54 89 55 53 91 185 77 55 75 54
internal_value=0 0.00074612 0.000857993 0.00136702 0.00141505 0.00113416 0.000671554 0.00116999 0.000804644 0.00139322 0.00140605 0.00122409 0.00141673 0.00144505 0.00101321 0.00116724 0.00127459 0.00136727 0.0012308 0.00142834 0.00133806 0.00132456 0.000630289 0.00130322
internal_weight=0 658 556 2290 1841 224 332 449 233 1758 1698 392 1638 1204 106 310 171 116 221 1105 434 130 127 357
internal_count=2948 658 556 2290 1841 224 332 449 233 1758 1698 392 1638 1204 106 310 171 116 221 1105 434 130 127 357
is_linear=0
shrinkage=0.0032998


Tree=6696
num_leaves=30
num_cat=0
split_feature=1 3 2 1 2 2 15 12 2 40 12 1 11 3 13 3 3 131 376 2 49 48 160 402 2 15 12 12 13
split_gain=21.4845 5.09144 1.94646 1.77533 1.69503 1.59559 1.3802 1.01684 0.730355 0.549714 0.503034 0.489852 0.688148 0.352746 0.318319 0.304908 0.242559 0.23418 0.210619 0.184124 0.153432 0.132348 0.18689 0.117465 0.207481 0.138447 0.107624 0.130261 0.106121
threshold=0.10123500000000001 -0.049204999999999992 0.091235000000000024 0.12288500000000001 0.14346500000000004 -1.0000000180025095e-35 -0.077474999999999988 0.089585000000000012 0.13018000000000005 -0.034699999999999988 0.098785000000000012 0.090740000000000015 1.0000000180025095e-35 -0.14186499999999996 -0.080624999999999988 -0.0096849999999999974 0.085880000000000012 0.087705000000000019 1.0000000180025095e-35 0.11231500000000001 -0.013329999999999998 0.0046200000000000008 0.0065900000000000012 0.086700000000000013 0.08400500000000001 0.08487500000000002 0.083865000000000009 0.084395000000000012 -0.0059899999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 7 5 18 16 -2 9 -4 -9 12 15 -11 -13 23 -7 28 -3 -8 -15 22 -22 26 -25 -26 -1 -28 -16
right_child=1 4 8 -5 -6 6 19 10 -10 13 -12 14 -14 20 17 -17 -18 -19 -20 -21 21 -23 -24 24 25 -27 27 -29 -30
leaf_value=0.0012948125346991751 0.00078708078649635329 0.00011266056938665914 0.00092896444144168876 0.0005592967320757051 7.5742699396761067e-05 0.00038764172123493867 0.0011469093422788849 0.0014637754650286981 0.00084536186104498584 0.0015332673471533786 0.0010959875413507039 0.0010767960739740108 0.0017710375279593601 0.0011026233694030898 0.0011717333921953074 0.0016162483694115769 0.00065576848932461548 0.0015402500092480836 0.00040275279941567188 0.00087088086158293812 0.0012078389222151208 0.0013863349053797288 0.0013651819250403844 0.0016697132592469971 0.0015375851993869444 0.001294715888673081 0.0015687272487795217 0.0014016899618118843 0.0013780761840662733
leaf_weight=100 53 57 55 63 88 75 55 100 53 54 70 60 71 70 59 94 74 55 53 54 346 95 114 55 54 55 59 699 58
leaf_count=100 53 57 55 63 88 75 55 100 53 54 70 60 71 70 59 94 74 55 53 54 346 95 114 55 54 55 59 699 58
internal_value=0 0.000704232 0.00135345 0.00104949 0.000487614 0.000586009 0.000727958 0.00118781 0.00122152 0.00124863 0.00131254 0.00142659 0.00145392 0.00127447 0.00128659 0.00143372 0.000521042 0.00135956 0.000252753 0.00101048 0.00125205 0.00127084 0.00124691 0.0014169 0.00150088 0.00141536 0.0014008 0.00141474 0.00127432
internal_weight=0 742 2206 286 456 368 258 223 787 734 170 1419 1187 679 232 1116 149 172 110 109 625 555 460 1022 164 109 858 758 117
internal_count=2948 742 2206 286 456 368 258 223 787 734 170 1419 1187 679 232 1116 149 172 110 109 625 555 460 1022 164 109 858 758 117
is_linear=0
shrinkage=0.0032998


Tree=6697
num_leaves=21
num_cat=0
split_feature=15 2 123 2 0 14 3 15 2 39 447 0 3 2 52 52 0 52 3 2
split_gain=5.43492 3.14026 1.61118 1.08569 0.835305 0.770907 0.507381 0.436591 0.391118 0.304653 0.227656 0.225963 0.323722 0.284688 0.17325 0.159241 0.144331 0.130131 0.0869407 0.0088458
threshold=-0.26361999999999991 0.14253500000000002 1.0000000180025095e-35 0.099845000000000003 -0.12851999999999997 0.073890000000000011 0.18595000000000003 -0.084904999999999994 -0.0050599999999999994 0.089155000000000012 1.0000000180025095e-35 -0.076204999999999981 -0.022704999999999996 0.094580000000000011 -0.45635499999999996 0.089455000000000021 -0.069074999999999984 0.17160000000000003 -0.064349999999999991 0.11002000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 7 10 9 -5 -4 16 11 12 -2 -13 19 18 -1 -17 -16 -6
right_child=1 -3 8 4 14 -7 -8 -9 -10 -11 -12 13 -14 -15 15 17 -18 -19 -20 -21
leaf_value=0.00068008272073325925 0.00096025063044199663 0.00030079576454320188 0.00034556006372742532 0.00034984433472482542 0.0010177588072531531 0.0012791239507959965 7.2537069999459842e-05 0.00074209846895338877 0.00069847146275964049 0.00028206074167732014 0.00076320390932977343 0.00083474206862040588 0.0011446370127489104 0.0010717017252285725 0.00070484848027161794 0.0010132672637713481 0.0004346825117502576 0.00079644849659654064 0.00086856725120386955 0.00093976349644115981
leaf_weight=53 1307 97 53 59 57 81 52 66 99 76 71 288 115 70 116 69 54 58 55 52
leaf_count=53 1307 97 53 59 57 81 52 66 99 76 71 288 115 70 116 69 54 58 55 52
internal_value=0 0.000884353 0.000905977 0.00092634 0.000793964 0.000962773 0.000360985 0.000557236 0.000575649 0.000442756 0.000948911 0.000956299 0.000975187 0.000881173 0.000866583 0.00082466 0.000556565 0.000914525 0.000757713 0.000980873
internal_weight=0 2713 2616 2464 532 1932 235 125 152 183 1851 1780 1422 358 407 298 107 127 171 109
internal_count=2948 2713 2616 2464 532 1932 235 125 152 183 1851 1780 1422 358 407 298 107 127 171 109
is_linear=0
shrinkage=0.0032998


Tree=6698
num_leaves=31
num_cat=0
split_feature=0 10 14 2 0 0 403 14 1 150 3 16 52 3 13 3 16 2 42 47 3 2 4 3 0 1 3 42 13 4
split_gain=0.34713 0.303335 0.215734 0.193429 0.278786 0.238773 0.226662 0.194288 0.30933 0.465533 0.36973 0.187724 0.334982 0.376552 0.281742 0.168418 0.166086 0.164869 0.201738 0.174808 0.147885 0.128089 0.108239 0.117487 0.116199 0.0990688 0.116698 0.0846904 0.0495962 0.0477824
threshold=-0.071299999999999988 -0.014199999999999999 0.020750000000000005 0.083815000000000014 -0.10228499999999999 -0.082284999999999983 -0.072664999999999993 -0.073764999999999983 0.074220000000000022 0.10672500000000001 -0.022704999999999996 0.13995000000000002 -0.068039999999999975 -0.14088999999999999 -0.010424999999999999 0.13772500000000001 -0.080084999999999976 0.097375000000000003 0.085965000000000014 0.090515000000000026 -0.077314999999999981 0.084450000000000011 0.049545000000000006 -0.080914999999999987 -0.095724999999999991 0.08845500000000002 -0.069909999999999986 0.084360000000000004 0.085955000000000018 -0.071659999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 -7 -5 21 10 -10 12 -3 -14 16 -12 -15 19 28 -13 -8 -9 24 -24 -23 27 -27 -6 -19 -18
right_child=1 11 -4 7 5 6 20 8 9 -11 15 17 13 14 -16 -17 29 18 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.019956885684470505 -0.0084214321643287411 -0.0097285202600290704 0.015312779130180131 0.014482838335340772 0.0042242644960458382 0.021692709082467489 0.0047329984247646301 9.1658382665582892e-05 -0.013840066953603463 0.015295244712857061 0.0050821431540324542 0.017247032791035361 0.015181198323529365 0.012028649111407039 -0.0085327244537730749 -0.0058018663300029904 -0.0026731514932668878 0.01006771518905346 -0.0037210839902998252 0.004599647742436627 0.014724970927181199 0.014520125867693768 0.0099416680178984872 0.00056320482009334575 0.0076100925807788041 -0.0018916932127717768 0.0080235379255357078 0.012807092453853234 0.0040421432862445591 0.0041236899971474365
leaf_weight=68 57 61 97 76 68 57 91 72 59 52 122 74 66 55 66 60 57 92 63 54 79 76 56 118 818 86 55 64 69 60
leaf_count=68 57 61 97 76 68 57 91 72 59 52 122 74 66 55 66 60 57 92 63 54 79 76 56 118 818 86 55 64 69 60
internal_value=0 0.00338389 0.00753897 0.00717505 0.00982751 0.00844632 0.0124848 0.00617545 0.00573361 0.000849494 -0.00225998 0.0043249 0.00164436 0.00393233 0.000805341 0.00148414 0.004399 0.00709933 0.00433352 0.0119255 0.0093869 0.00698734 0.00745053 0.00359189 0.00819953 0.00508172 0.00196321 0.00839925 0.00749649 0.000797053
internal_weight=0 774 2174 2077 568 500 227 1509 1433 293 241 717 365 304 238 182 172 352 224 128 170 1140 1068 174 894 273 141 132 161 117
internal_count=2948 774 2174 2077 568 500 227 1509 1433 293 241 717 365 304 238 182 172 352 224 128 170 1140 1068 174 894 273 141 132 161 117
is_linear=0
shrinkage=0.16829


Tree=6699
num_leaves=26
num_cat=0
split_feature=1 1 16 2 2 2 3 15 14 49 16 2 3 3 48 133 15 16 16 16 48 52 3 2 16
split_gain=15.1724 3.90615 2.11379 1.1113 0.950028 0.900774 0.928989 0.732399 0.652536 0.35823 0.596366 0.351703 0.291289 0.267439 0.341319 0.254518 0.248854 0.233535 0.43387 0.232529 0.22659 0.228225 0.168415 0.114755 0.0618269
threshold=0.12313000000000002 0.098395000000000024 0.25137500000000007 0.10633000000000002 0.14253500000000002 0.099845000000000003 -0.026279999999999998 -0.16749999999999998 0.073890000000000011 -0.0096099999999999988 -0.016354999999999998 0.090020000000000017 -0.013174999999999997 1.0000000180025095e-35 0.085040000000000018 0.041800000000000011 -0.24511999999999998 0.39813000000000004 -0.0087049999999999992 -0.071704999999999991 0.036755000000000003 0.029970000000000007 -0.082689999999999986 0.11543500000000002 -0.087969999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 8 7 6 -3 -2 9 10 -1 12 19 14 -7 -12 -6 18 24 -11 21 -13 -4 -15 -5
right_child=4 2 22 17 16 13 -8 -9 -10 11 15 20 -14 23 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00098027482818795262 0.00039745943172490817 0.0012346487348307653 0.001459397187893998 0.00104883279005076 0.0003519628352581106 0.00043580871697129352 0.00069367510517343999 0.00081692213452515879 0.0016100536705099004 0.0013891810113341009 0.0014756474807867113 0.0011361304957132104 0.0015640197647864822 0.00094497999780204724 0.00079905564262313126 0.0011934041610147954 3.4306217387613044e-05 0.0012286539505693425 0.00076837870037576607 0.0012846207178400025 0.0014040513758815903 0.0012956153640584001 0.0012138995141737349 0.00072276033974744418 0.0012121571480974199
leaf_weight=92 101 98 65 55 55 63 54 83 84 604 66 190 75 52 52 79 53 90 53 399 94 216 63 54 58
leaf_count=92 101 98 65 55 55 63 54 83 84 604 66 190 75 52 52 79 53 90 53 399 94 216 63 54 58
internal_value=0 0.00123521 0.000972479 0.00129628 0.000442568 0.000846662 0.00104269 0.000586865 0.00132388 0.00131062 0.00118957 0.00132877 0.00136271 0.000711677 0.000600366 0.00132212 0.000196402 0.0010914 0.00101678 0.00134762 0.00125554 0.00122107 0.00133884 0.000832106 0.00113297
internal_weight=0 2656 501 2155 292 373 152 184 1899 1815 237 1578 1078 221 115 145 108 256 166 1003 500 406 128 106 113
internal_count=2948 2656 501 2155 292 373 152 184 1899 1815 237 1578 1078 221 115 145 108 256 166 1003 500 406 128 106 113
is_linear=0
shrinkage=0.0032998


Tree=6700
num_leaves=22
num_cat=0
split_feature=1 9 132 157 4 13 13 16 43 4 50 50 13 157 394 4 52 1453 4 16 1
split_gain=0.378232 0.176526 0.144412 0.0899704 0.0996572 0.176862 0.151443 0.146844 0.124888 0.102054 0.0862032 0.19558 0.0927459 0.0917898 0.0948233 0.11021 0.0845791 0.142334 0.101641 0.0755659 0.102947
threshold=0.098395000000000024 0.081505000000000008 -0.14657499999999998 -0.087604999999999975 -0.015104999999999999 0.10621000000000001 -0.07298499999999998 -0.064909999999999982 -1.0000000180025095e-35 -0.38384499999999994 0.10861000000000003 0.11310000000000002 -0.065539999999999987 -0.087849999999999984 1.0000000180025095e-35 -0.50690499999999983 -0.084674999999999986 -0.011369999999999998 -0.10701499999999999 -0.54034499999999996 0.11319000000000001
decision_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 -2 6 7 -5 19 -9 -8 13 -12 -13 -4 15 -15 18 -18 -17 -6 -21
right_child=1 -3 10 4 5 -7 9 8 -10 -11 11 12 -14 14 -16 16 17 -19 -20 20 -22
leaf_value=0.014081365826037685 -0.0035527060529726082 -0.0057164382326911935 0.013248379159553939 -0.0002835199062276065 0.00013340023519243231 -0.006515964018716615 0.0051647372961773335 -0.0041455073963998761 0.0052845327216662656 0.014902859052013696 -0.0056439943962827395 0.0095136196113714631 0.0005835932510873191 -0.0010508757939733794 0.012814444343988419 0.0025527640539865963 0.01369149246578258 0.0055289376429535353 0.010125694066186257 0.013442616172106889 0.0051713302979099355
leaf_weight=73 52 69 61 54 53 55 58 100 66 66 53 92 52 55 67 61 64 1225 302 57 175
leaf_count=73 52 69 61 54 53 55 58 100 66 66 53 92 52 55 67 61 64 1225 302 57 175
internal_value=0 0.00241341 0.00670641 0.00317802 0.00369234 0.00248207 0.00712266 0.00358338 -0.000385391 0.0103624 0.00644058 0.00307852 0.00630136 0.00680054 0.00657781 0.00633197 0.00657886 0.00593561 0.00885806 0.00590132 0.00721124
internal_weight=0 805 2105 736 684 506 178 451 166 124 2032 197 144 1835 1774 1707 1652 1289 363 285 232
internal_count=2910 805 2105 736 684 506 178 451 166 124 2032 197 144 1835 1774 1707 1652 1289 363 285 232
is_linear=0
shrinkage=0.16829


Tree=6701
num_leaves=30
num_cat=0
split_feature=1 12 4 14 12 12 12 47 15 3 13 40 12 48 10 4 1 1 457 47 16 4 15 133 3 1212 3 403 3
split_gain=17.7448 4.00498 2.8565 1.3464 1.20379 1.04458 0.678826 0.586651 0.518681 0.480404 0.618103 0.357435 0.331497 0.322807 0.283217 0.257625 0.273943 0.235991 0.206139 0.160633 0.137876 0.299228 0.109017 0.127786 0.16184 0.106695 0.107023 0.0965143 0.0560963
threshold=0.10123500000000001 0.085465000000000013 0.31392000000000003 0.073890000000000011 -0.25967999999999997 0.083175000000000013 0.090285000000000018 0.10070000000000003 -0.077669999999999989 0.085880000000000012 -0.27740999999999993 -0.062739999999999976 0.11697000000000002 0.086515000000000022 -1.0000000180025095e-35 -0.47860499999999995 0.084775000000000003 0.122075 0.0033050000000000002 0.094425000000000009 -0.080534999999999982 0.060575000000000011 0.090165000000000009 -0.14785999999999996 -0.086064999999999989 0.092585000000000015 -0.085074999999999998 -1.0000000180025095e-35 -0.14719499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 17 5 -2 8 18 9 13 11 -11 14 20 -1 -6 -10 -17 19 22 28 21 27 23 -7 -25 26 -22 -8 -3
right_child=1 2 -4 -5 7 6 12 -9 15 10 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 25 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=0.0014356973762581341 8.170156186090422e-05 0.0012959869813723086 0.00044551915400178172 0.0017074729373592564 0.00038080179046500351 0.0015304054209213356 0.001528323526986896 0.00088445558672647863 0.0012152804947129124 0.00047029210703056803 0.00090228938734009502 0.00029273965267629157 0.0010312478058918822 0.0011140323692036414 0.00070153235822551332 0.0010764709387774021 0.0007841181062702864 0.0010442996933425072 0.0012269146930388665 0.0011491480138658553 0.0013509733744285297 0.0011486266604340176 0.0015215778326740153 0.0014462885199108021 0.001340163032049586 0.0011094069170659521 0.0012356288811002677 0.0013553144192620149 0.0014602226089772384
leaf_weight=78 53 52 65 94 52 76 69 71 60 68 78 88 63 63 73 86 61 53 75 52 135 57 94 276 411 54 313 87 53
leaf_count=78 53 52 65 94 52 76 69 71 60 68 78 88 63 63 73 86 61 53 75 52 135 57 94 276 411 54 313 87 53
internal_value=0 0.00073284 0.00105086 0.00132007 0.0005517 0.00130235 0.00133601 0.000609548 0.00113688 0.000555081 0.000701326 0.000454672 0.00126357 0.00129222 0.00056839 0.00103089 0.000955394 0.00123806 0.00139644 0.00130324 0.00128399 0.00135638 0.00141123 0.00139759 0.00138285 0.00125321 0.00127047 0.00143206 0.00137922
internal_weight=0 758 275 2152 483 2058 1710 430 348 359 146 213 778 141 125 207 147 210 932 157 715 213 857 763 687 502 448 156 105
internal_count=2910 758 275 2152 483 2058 1710 430 348 359 146 213 778 141 125 207 147 210 932 157 715 213 857 763 687 502 448 156 105
is_linear=0
shrinkage=0.0032998


Tree=6702
num_leaves=28
num_cat=0
split_feature=1 2 2 4 124 150 4 1 2 151 0 1 0 4 0 49 2 16 0 52 16 42 2 160 483 13 16
split_gain=27.1672 3.95484 3.53624 2.32711 1.49054 1.10943 0.685032 0.472124 0.417138 0.384911 0.874645 0.370831 0.248572 0.216705 0.949342 0.209462 0.206071 0.195856 0.176152 0.174192 0.436638 0.170391 0.152642 0.143822 0.162061 0.130352 0.103711
threshold=0.11156000000000001 0.14744000000000002 0.097180000000000016 0.27420500000000009 -0.082389999999999977 0.082085000000000019 0.0072100000000000003 0.10575500000000002 0.13084500000000002 -1.0000000180025095e-35 -0.11214999999999999 0.121715 -0.108275 -0.50231999999999988 -0.064509999999999984 0.0011700000000000002 0.091235000000000024 -0.16318499999999997 -0.063204999999999983 0.048535000000000002 0.10134000000000001 0.086855000000000016 0.25063000000000007 0.069910000000000014 0.083090000000000011 0.0040450000000000009 -0.105305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 -1 7 -2 8 19 12 17 -5 -6 -12 16 23 -15 -11 -13 20 26 -21 -3 24 -14 -22 -4
right_child=1 22 5 11 9 -7 -8 -9 -10 10 13 18 15 14 -16 -17 -18 -19 -20 21 25 -23 -24 -25 -26 -27 -28
leaf_value=0.0011436205620834956 0.00094664077753891769 0.00031866617365980117 0.0013647268537726467 0.00082957472530763277 0.0013451319131735598 0.00097815564544266381 0.0013412728041126672 0.0011138534376157771 0.0011638829667972445 0.0017860896820963072 0.0018739416463113769 0.00042315683944304405 0.0018066957033057384 0.0016904059085449635 0.0012142649429735806 0.0014128955109089566 0.0015637864423586839 0.0020478945155904633 0.00067388179080628827 0.0016598330862791686 0.0016087177770313557 0.0014299535303934684 7.8213862026549404e-05 0.0015066009888404616 0.0015666398185947533 0.0014039674514456305 0.001148302290613377
leaf_weight=62 93 59 52 75 52 75 101 54 53 56 53 70 83 1026 52 53 172 81 56 93 101 62 57 56 54 57 52
leaf_count=62 93 59 52 75 52 75 101 54 53 56 53 70 83 1026 52 53 172 81 56 93 101 62 57 56 54 57 52
internal_value=0 0.000736895 0.00157501 0.000894237 0.00164819 0.00135506 0.00115228 0.00140894 0.00144277 0.00166617 0.0016888 0.00064501 0.0015567 0.00166224 0.00165323 0.00160127 0.00167226 0.00194114 0.00053487 0.00147813 0.00142477 0.00156811 0.000200817 0.00165282 0.00171233 0.00153508 0.00125685
internal_weight=0 511 2399 395 1800 599 194 524 470 1738 1440 201 298 1303 1250 246 1198 137 126 417 262 155 116 193 137 158 104
internal_count=2910 511 2399 395 1800 599 194 524 470 1738 1440 201 298 1303 1250 246 1198 137 126 417 262 155 116 193 137 158 104
is_linear=0
shrinkage=0.0032998


Tree=6703
num_leaves=15
num_cat=0
split_feature=3 3 10 149 1186 484 150 13 1447 49 1456 49 0 2
split_gain=0.328262 0.217986 0.211659 0.214133 0.180031 0.182598 0.196869 0.241445 0.207717 0.183311 0.150757 0.106873 0.10084 0.0773396
threshold=0.31351000000000001 0.41720500000000005 -1.0000000180025095e-35 0.078645000000000007 0.085230000000000014 0.056385000000000005 0.089155000000000012 -0.14258499999999999 -0.080344999999999986 0.10888500000000001 -0.13562499999999997 -0.053239999999999996 -0.077614999999999976 -0.014989999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 13 4 5 6 7 -4 -9 10 -7 -8 -12 -1
right_child=1 -3 3 -5 -6 9 11 8 -10 -11 12 -13 -14 -15
leaf_value=0.0043683831883951502 -0.010193118617952131 0.0045514226459428845 0.015655442477679995 0.017753229106037053 -0.0016996679160630451 0.020137885963958817 0.004321529036740086 0.00098691722126187679 0.0072029615478288161 0.0015332172420195603 0.012697996408813394 -0.0056326910804643466 0.0050510939835597601 -0.0037160433615123028
leaf_weight=68 53 61 89 54 65 58 74 167 1807 52 175 52 69 66
leaf_count=68 53 61 89 54 65 58 74 167 1807 52 175 52 69 66
internal_value=0 -0.00228774 0.00691343 0.00724199 0.00702366 0.00724734 0.00667172 0.00706616 0.006678 0.0108017 0.0123916 0.00019918 0.0105429 0.000373094
internal_weight=0 114 2796 2662 2608 2543 2189 2063 1974 354 302 126 244 134
internal_count=2910 114 2796 2662 2608 2543 2189 2063 1974 354 302 126 244 134
is_linear=0
shrinkage=0.16829


Tree=6704
num_leaves=36
num_cat=0
split_feature=1 3 1 0 51 16 3 48 0 16 0 3 3 11 3 3 42 42 12 42 130 3 12 484 1446 12 12 12 16 399 1 12 3 157 129
split_gain=11.4779 2.73359 1.1997 0.617835 0.577352 0.526839 0.4169 0.401672 0.337243 0.316292 0.407743 0.399714 0.304279 0.271428 0.237488 0.224354 0.188015 0.292742 0.229428 0.225721 0.177037 0.170438 0.196511 0.16141 0.304625 0.161104 0.137674 0.112472 0.108403 0.0945594 0.0761573 0.0749889 0.0592565 0.044033 0.0181545
threshold=0.10075500000000003 -0.051469999999999995 0.14684500000000003 -0.079324999999999993 0.0045000000000000014 -0.4193599999999999 0.085880000000000012 0.093225000000000016 0.098975000000000021 0.08215500000000002 -0.060094999999999989 -0.084944999999999979 0.12478500000000002 0.077600000000000016 0.086845000000000019 -0.087864999999999985 1.0000000180025095e-35 -0.091889999999999986 0.088845000000000021 0.08351500000000002 0.0084900000000000028 -0.081184999999999993 0.094600000000000004 -0.081534999999999982 0.037915000000000011 -0.088189999999999977 0.098355000000000012 0.094115000000000018 -0.013819999999999997 0.08579500000000001 0.11680000000000001 0.096675000000000025 -0.093419999999999989 -0.0048549999999999991 0.090770000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 13 6 -2 25 9 15 10 21 -11 -8 14 16 -7 17 32 29 -18 -20 27 -23 28 -25 -3 -17 -5 -21 -19 -6 -24 -1 -13 -34
right_child=1 2 -4 7 30 8 12 -9 -10 11 -12 33 -14 -15 -16 26 19 18 20 23 -22 22 31 24 -26 -27 -28 -29 -30 -31 -32 -33 34 -35 -36
leaf_value=0.00095858887732559175 0.00060002952809088067 0.00045992255051189879 0.00010344947769450531 0.001180817292888297 0.00082869995985777726 0.00068604631887267376 0.00079215995794311726 0.00072844455783248308 0.0011670134374032954 0.0013578314060543508 0.00075572502754207762 0.0011161259588731427 0.00046253065933540426 0.0013343929207305233 0.00093285221843760651 0.0010606672644600801 0.00089072234054627612 0.0013389416875990939 0.0010513561628034292 0.0011017791411688021 0.0012842980245943191 0.00079542708592852875 0.0011249289730805518 0.0010992366235280646 0.0013069378501354965 0.00024574090686928452 0.00083116669295251236 0.00098398672050383374 0.00091465355464565555 0.0011711379653758759 0.00064864289264972101 0.00095216439926653317 0.0011460364856697182 0.00099533292702626373 0.0010475255160649379
leaf_weight=52 63 72 84 92 57 52 53 54 56 61 78 61 74 66 76 61 58 160 109 70 56 59 55 485 94 84 58 53 73 53 52 65 61 100 53
leaf_count=52 63 72 84 92 57 52 53 54 56 61 78 61 74 66 76 61 58 160 109 70 56 59 55 485 94 84 58 53 73 53 52 65 61 100 53
internal_value=0 0.00061586 0.000461838 0.00108657 0.000538546 0.000868546 0.000459626 0.00100372 0.000942913 0.00102749 0.000971645 0.00112845 0.00060037 0.00112487 0.00111496 0.000869317 0.00112539 0.00117335 0.00122467 0.0010919 0.00113063 0.00102352 0.00095398 0.00110801 0.00113302 0.00034482 0.000949106 0.00110912 0.0010065 0.00129735 0.000743124 0.00103164 0.00105629 0.00104132 0.00110055
internal_weight=0 766 476 2144 392 290 283 678 227 624 402 222 127 1466 1400 171 1324 544 378 780 165 324 179 722 579 156 119 145 143 213 109 120 166 161 114
internal_count=2910 766 476 2144 392 290 283 678 227 624 402 222 127 1466 1400 171 1324 544 378 780 165 324 179 722 579 156 119 145 143 213 109 120 166 161 114
is_linear=0
shrinkage=0.0032998


Tree=6705
num_leaves=27
num_cat=0
split_feature=4 52 484 15 475 16 14 0 1203 52 16 16 52 52 16 15 16 52 16 15 474 159 52 43 15 52
split_gain=0.308993 0.366848 0.196441 0.226974 0.217545 0.179758 0.375772 0.141766 0.146151 0.190063 0.225949 0.168265 0.155574 0.198585 0.184666 0.171474 0.141621 0.134599 0.106457 0.106079 0.0941876 0.0896314 0.0821558 0.0577261 0.0556416 0.0384009
threshold=0.27258000000000004 0.056265000000000009 0.0045600000000000007 -0.0073449999999999991 -0.050754999999999995 -0.53342999999999996 -0.40567999999999999 -0.22984499999999997 0.088820000000000024 0.088485000000000008 0.053305000000000012 -0.093484999999999985 -0.015539999999999998 -0.088284999999999988 -0.0090799999999999995 -0.091934999999999989 -0.071129999999999985 0.16146000000000002 0.044620000000000007 0.089025000000000007 0.083795000000000022 -0.094234999999999985 -0.025999999999999995 -0.010894999999999998 -0.40166999999999992 -0.0067399999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 20 -5 -2 -7 -1 9 12 11 17 13 18 16 -15 -14 -11 -9 -6 25 -13 -22 -16 -8 -4
right_child=1 -3 3 4 19 6 24 8 -10 10 -12 21 14 15 23 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27
leaf_value=0.01610412836719425 0.0048130276932782639 0.012447999089374306 0.00037873155125776864 -0.0099661292251660514 0.0087055888713925729 0.0067427145841279911 -0.013500571290953559 0.012013507002246732 0.014848506100081451 -0.0048994420964738362 -0.0041263448833473047 0.013028245610355968 0.0098772149167885327 -0.0052317823787646003 0.019785025906406965 0.005104840357269688 0.003918355527018462 0.0053818061941474848 0.0065367026398540076 -0.0013113260922542438 0.01537667393253027 0.0064233679573125289 0.00601711410347307 0.012077829505203285 -0.0059896889166904622 0.0068230871867220591
leaf_weight=55 88 69 53 53 52 56 62 146 73 62 74 75 574 64 58 156 142 86 333 70 54 273 54 56 53 53
leaf_count=55 88 69 53 53 52 56 62 146 73 62 74 75 574 64 58 156 142 86 333 70 54 273 54 56 53 53
internal_value=0 0.00154135 0.00702811 0.0035302 -0.00095604 -0.00135735 -0.00454326 0.0076383 0.0074231 0.007164 0.00453407 0.00582977 0.00814324 0.00628614 0.00970507 0.00208966 0.00869794 0.00106266 0.00820979 0.00294345 0.00720725 0.007852 0.0107135 0.0160148 -0.0100547 0.00361786
internal_weight=0 328 2616 389 175 259 171 2227 2172 2099 570 496 1529 699 830 220 716 148 479 122 214 348 108 114 115 106
internal_count=2944 328 2616 389 175 259 171 2227 2172 2099 570 496 1529 699 830 220 716 148 479 122 214 348 108 114 115 106
is_linear=0
shrinkage=0.16829


Tree=6706
num_leaves=14
num_cat=0
split_feature=8 160 30 3 11 402 403 50 1204 3 43 133 3
split_gain=0.255984 0.201419 0.207141 0.204026 0.155263 0.187496 0.165316 0.13484 0.125185 0.0981789 0.175006 0.0789302 0.0416806
threshold=0.084325000000000011 -0.54883999999999988 0.086220000000000019 0.3148450000000001 1.0000000180025095e-35 0.095250000000000015 -0.024654999999999996 0.083800000000000013 -0.082759999999999986 -0.18945499999999996 -0.094084999999999988 0.08517000000000001 -0.080654999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 8 -3 -6 -11 -9 -8
right_child=-2 2 -4 -5 9 6 12 11 -10 10 -12 -13 -14
leaf_value=-0.0036137584464037988 -0.0058140920010175956 0.011261138178400937 -0.0033840437848049018 -0.0028217722132246061 0.0060338178235473609 0.018668912880089348 0.010252747380501302 0.010086989535823253 0.0045180743870993946 0.0068398015964354535 0.019961469525636523 0.0055992587066197993 0.004180618680647211
leaf_weight=66 57 82 68 72 74 56 79 249 1763 54 63 205 56
leaf_count=66 57 82 68 72 74 56 79 249 1763 54 63 205 56
internal_value=0 0.00555949 0.00577474 0.00600162 0.00623925 0.00588297 0.0109588 0.00546049 0.00481874 0.0108744 0.0139207 0.00806455 0.00774725
internal_weight=0 2887 2821 2753 2681 2490 191 2299 1845 191 117 454 135
internal_count=2944 2887 2821 2753 2681 2490 191 2299 1845 191 117 454 135
is_linear=0
shrinkage=0.16829


Tree=6707
num_leaves=13
num_cat=0
split_feature=9 16 49 130 160 13 13 3 402 42 43 2
split_gain=0.25617 0.369191 0.217463 0.221666 0.165094 0.135333 0.247124 0.234534 0.199531 0.144252 0.0996484 0.0859657
threshold=0.083710000000000021 -0.059289999999999995 -0.15532499999999996 -0.14499999999999999 -0.55045999999999984 0.25993500000000008 0.044405000000000007 -0.13392999999999997 0.12629000000000004 -0.027559999999999998 -0.12788999999999998 0.10928500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 7 -6 -9 10 -8 -11
right_child=1 -3 3 4 5 -7 9 8 -10 11 -12 -13
leaf_value=-0.0044417273061998965 -0.013790747253827562 0.0062500887470607258 0.01587639358327686 -0.0045145275826875986 0.01331470701750535 0.011657259495464745 0.0020391669077361825 0.0047101795023372839 0.015085354450248875 0.0072941879739833069 -0.0066066033176239852 -0.0012921607654252133
leaf_weight=71 52 52 52 53 100 83 61 2127 54 89 98 52
leaf_count=71 52 52 52 53 100 83 61 2127 54 89 98 52
internal_value=0 -0.00375305 0.00474143 0.00497754 0.00476829 0.00495364 0.00473737 0.0053346 0.00496789 0.000190453 -0.00327837 0.00411485
internal_weight=0 104 2840 2769 2717 2664 2581 2281 2181 300 159 141
internal_count=2944 104 2840 2769 2717 2664 2581 2281 2181 300 159 141
is_linear=0
shrinkage=0.16829


Tree=6708
num_leaves=26
num_cat=0
split_feature=1 50 483 160 403 47 4 4 160 1454 4 0 400 403 474 52 0 4 159 1 0 155 4 4 49
split_gain=0.190462 0.274953 0.272224 0.279393 0.241108 0.176472 0.161274 0.269106 0.145404 0.11692 0.101009 0.244132 0.130031 0.154759 0.104059 0.0934018 0.0922781 0.0879644 0.0713121 0.0643259 0.0972774 0.0588718 0.0492307 0.0324211 0.0225422
threshold=0.077020000000000019 0.08568000000000002 0.088865000000000013 -0.24183499999999999 -0.0059799999999999992 0.088495000000000004 -0.22295999999999996 -0.068329999999999988 0.098760000000000014 0.083660000000000026 0.059230000000000012 -0.099704999999999974 -0.067134999999999986 -0.085549999999999973 0.084475000000000008 -0.055844999999999992 -0.071749999999999994 0.18095500000000003 -0.085469999999999977 0.089605000000000018 -0.077104999999999993 1.0000000180025095e-35 0.0019650000000000002 -0.026469999999999997 0.089350000000000013
decision_type=2 2 2 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 16 21 -8 -9 10 11 -1 13 -13 18 -16 19 24 23 -3 -21 -6 -20 -14 -12
right_child=1 5 -4 4 6 -7 7 8 -10 -11 17 12 14 -15 15 -17 -18 -19 22 20 -22 -23 -24 -25 -26
leaf_value=0.015903613505864708 -0.011034450890972143 0.0031182209915285196 0.0092280278030093064 -0.0087410040697211734 0.011255165831774027 -0.00049110156778366869 -0.0095215851195753903 0.00091117756495345511 0.009959911972126095 -0.0024414010598412701 -0.0036176390685314849 0.0043478198940468289 0.011240782005518925 0.017147691371480412 0.014075347688055066 0.0043048267526434028 0.013632394911575186 0.0062220449475476657 0.0032942698391230738 0.013575024218255341 0.0037172047653573105 0.0038543318755455739 0.0078246244141241886 0.0052583376885448887 0.00112042668659983
leaf_weight=65 60 89 102 69 56 82 67 598 55 57 58 53 54 55 61 52 71 72 801 64 52 69 75 52 55
leaf_count=65 60 89 102 69 56 82 67 598 55 57 58 53 54 55 61 52 71 72 801 64 52 69 75 52 55
internal_value=0 0.00230228 0.000956162 8.80647e-05 0.000820174 0.00634313 0.00160304 0.000631574 0.00167607 0.00501373 0.00530743 0.00584393 0.0052989 0.0108829 0.00474651 0.00959508 0.0083801 0.00162047 0.00418674 0.00655225 0.00917149 0.00718428 0.00368419 0.00832295 -0.0012956
internal_weight=0 1434 1076 974 914 358 845 720 653 1510 1453 1268 1203 108 1095 113 276 185 982 205 116 125 876 106 113
internal_count=2944 1434 1076 974 914 358 845 720 653 1510 1453 1268 1203 108 1095 113 276 185 982 205 116 125 876 106 113
is_linear=0
shrinkage=0.16829


Tree=6709
num_leaves=32
num_cat=0
split_feature=4 3 3 52 16 14 39 42 403 16 160 42 42 4 52 3 42 4 160 16 4 160 160 3 42 16 403 1213 133 12 4
split_gain=6.5742 1.70027 0.839203 0.589962 0.675367 0.764099 0.580613 0.857934 0.357875 0.277546 0.469626 0.281961 0.230673 0.230214 0.200097 0.189522 0.176548 0.175307 0.148945 0.147704 0.230587 0.133288 0.188954 0.192921 0.123686 0.117866 0.106858 0.136146 0.107347 0.0878479 0.0609101
threshold=0.27258000000000004 -0.071369999999999975 0.30863500000000005 0.042815000000000006 -0.53592999999999991 -0.40567999999999999 0.0047850000000000011 -1.0000000180025095e-35 0.057585000000000004 0.0060400000000000011 -0.08070999999999999 0.078120000000000009 0.088760000000000019 0.0049450000000000006 -0.08403999999999999 -0.087284999999999988 0.087475000000000011 -0.42305999999999994 0.084100000000000022 -0.077049999999999993 -0.081864999999999979 -0.40860499999999994 0.0034400000000000008 0.097775000000000015 0.085915000000000005 0.41326000000000002 -0.071919999999999984 -0.034719999999999994 0.090030000000000013 0.093815000000000023 -0.057674999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -6 8 -8 21 13 -11 17 -13 14 18 19 -9 -12 -1 20 -16 -3 23 -23 -15 29 27 -17 -28 -14 -21
right_child=3 2 -4 -5 5 -7 7 16 -10 10 11 12 25 24 15 26 -18 -19 -20 30 -22 22 -24 -25 -26 -27 28 -29 -30 -31 -32
leaf_value=0.0012538316677633569 0.00057140997501559923 0.0010491674236048885 0.00038765376791530368 0.00064249205374323245 0.00051091985198240236 3.1609466853363146e-05 0.0010137276559954592 0.00041835672838526979 0.00060791629005041881 0.00062264934813042962 0.00094198835173499285 0.0011408803819536256 0.00095124787740320999 0.00076207725757885289 0.0010082617721124589 0.0012250306713780751 0.00065244748669271348 0.00070096384944050272 0.0010162797192570388 0.00073737383351839194 0.00076289589896547973 0.0008836026581086889 0.0010021699357471467 0.00068783810638489923 0.00094805247924274955 0.0010507375069148815 0.0010051665416609895 0.0010332513336098188 0.00084513207122350372 0.00076577580462164276 0.0009023387678369567
leaf_weight=57 81 57 57 88 56 103 53 81 53 63 61 83 64 73 243 53 64 76 64 54 52 210 97 77 92 59 400 211 55 55 52
leaf_count=57 81 57 57 88 56 103 53 81 53 63 61 83 64 73 243 53 64 76 64 54 52 210 97 77 92 59 400 211 55 55 52
internal_value=0 0.000906762 0.000773701 0.000410965 0.000325925 0.000200645 0.000805449 0.000653745 0.000866181 0.000960124 0.000889061 0.000931143 0.000995363 0.0009834 0.000998982 0.000984961 0.000521923 0.000808538 0.00112848 0.000926493 0.00096513 0.00089714 0.000874482 0.000831203 0.000865986 0.000927312 0.00101752 0.00107189 0.000985899 0.000865822 0.000818632
internal_weight=0 2616 749 328 240 159 692 198 494 1867 461 398 261 1406 1241 1120 145 137 121 401 295 441 384 287 165 178 719 264 455 119 106
internal_count=2944 2616 749 328 240 159 692 198 494 1867 461 398 261 1406 1241 1120 145 137 121 401 295 441 384 287 165 178 719 264 455 119 106
is_linear=0
shrinkage=0.0032998


Tree=6710
num_leaves=12
num_cat=0
split_feature=13 42 9 9 52 160 159 15 457 16 147
split_gain=0.237638 0.227974 0.239552 0.172245 0.150097 0.101421 0.16772 0.396079 0.0927802 0.163275 0.205615
threshold=-0.43902499999999994 0.13996000000000003 0.037245000000000007 -1.0000000180025095e-35 0.27203000000000005 -0.54243999999999992 -0.46140499999999995 -0.033234999999999994 0.12931000000000001 -0.53242499999999993 0.089090000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 8 -6 -7 -8 9 -5 -11
right_child=1 -3 -4 4 5 6 7 -9 -10 10 -12
leaf_value=-0.0051310078303558309 -0.0034597491481760433 -0.0054215650043293482 0.012005047258411703 -0.0028485614257287343 0.0061832521348912156 0.0045102993520665536 0.0028902007508044172 -0.015964553935492683 0.011325859992954055 0.0042723873482172058 0.014801596657266628
leaf_weight=87 91 74 103 88 62 79 72 56 54 2144 54
leaf_count=87 91 74 103 88 62 79 72 56 54 2144 54
internal_value=0 0.00378799 0.00403176 0.00372693 0.00397829 0.00020651 -0.00157495 -0.00534472 0.00441111 0.00424699 0.00453188
internal_weight=0 2877 2803 2700 2609 269 207 128 2340 2286 2198
internal_count=2964 2877 2803 2700 2609 269 207 128 2340 2286 2198
is_linear=0
shrinkage=0.16829


Tree=6711
num_leaves=18
num_cat=0
split_feature=15 3 39 10 150 12 42 9 3 156 48 42 3 15 3 3 3
split_gain=6.29952 2.81533 2.25524 0.865008 0.683521 0.441541 0.4243 0.418865 0.439693 0.381453 0.331117 0.305758 0.262659 0.244236 0.694855 0.643867 0.113186
threshold=-0.26361999999999991 0.28833000000000003 0.0047850000000000011 -0.00189 0.11228 -0.078454999999999983 -0.011964999999999998 0.037245000000000007 -0.073614999999999986 0.088675000000000018 0.08593000000000002 0.0069650000000000016 0.110335 0.039965000000000007 -0.10175499999999998 -0.12077499999999998 0.0053500000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 7 11 -5 8 13 12 -8 -1 -10 14 -2 -15 -7
right_child=1 -3 3 6 -6 16 10 -9 9 -11 -12 -13 -14 15 -16 -17 -18
leaf_value=6.0911807566869178e-05 0.00081600138127613968 0.00033065497454805353 0.0003193407156038502 0.0010235722517486685 0.00072792405052210421 0.00044372126886839782 0.00086723482864434827 0.001290018903428243 0.00091517095163600891 0.0011239433781647607 0.00052771544779554305 0.00040314123768207154 0.00068232532592022897 0.0013764344246157323 0.001042054195153373 0.0010445159334614412 0.00064940348911659662
leaf_weight=53 192 77 59 55 96 71 56 59 373 86 73 62 63 70 674 793 52
leaf_count=53 192 77 59 55 96 71 56 59 373 86 73 62 63 70 674 793 52
internal_value=0 0.000953342 0.000971428 0.000668031 0.00100206 0.000393286 0.000779648 0.00101343 0.00100617 0.000921599 0.000675377 0.000245724 0.000881607 0.00103168 0.000991977 0.00107148 0.000530963
internal_weight=0 2726 2649 243 2406 238 184 2310 2251 522 129 115 436 1729 866 863 123
internal_count=2964 2726 2649 243 2406 238 184 2310 2251 522 129 115 436 1729 866 863 123
is_linear=0
shrinkage=0.0032998


Tree=6712
num_leaves=22
num_cat=0
split_feature=1 3 123 3 3 42 15 3 1 15 3 16 11 11 3 1 15 15 3 13 13
split_gain=36.1904 5.84472 3.33037 2.45295 1.88494 1.26322 1.09317 1.09556 0.904475 0.859069 0.668985 0.498866 0.468693 0.639531 0.632295 0.310699 0.305887 0.283236 0.252912 0.244513 0.229281
threshold=0.11156000000000001 -0.049204999999999992 1.0000000180025095e-35 0.3148450000000001 0.11745500000000002 0.09901500000000002 -0.015824999999999995 -0.12711499999999995 0.12381000000000002 -0.077474999999999988 0.088880000000000015 0.50609000000000015 1.0000000180025095e-35 0.082770000000000024 -0.12077499999999998 0.09692000000000002 -0.14051999999999998 0.12961500000000001 0.085880000000000012 -0.094609999999999986 -0.069444999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 4 5 6 9 7 -1 20 18 11 16 14 -14 -8 -4 -9 19 -3 -16 -2
right_child=1 3 15 -5 -6 -7 12 10 -10 -11 -12 -13 13 -15 17 -17 -18 -19 -20 -21 -22
leaf_value=0.0015852673918192132 0.0019582496631646218 0.00085602386384843107 0.0017145443779812467 0.0004175867335492088 0.0014805668516410062 0.00060854276162340833 0.0018003875398273331 0.0022566924783087782 0.0012827203728436225 0.0014483949195718815 0.0017138463630309939 0.0017732945965461878 0.0026412928000079136 0.0021732722960500521 0.0019480002880239715 0.0013797629142008119 0.0020668844261528888 0.0019159015229777815 0.0011607668248779254 0.0021818882305564414 0.0016420956404535544
leaf_weight=61 53 68 59 98 54 59 57 116 57 72 62 57 52 87 54 66 576 52 55 1097 52
leaf_count=61 53 68 59 98 54 59 57 116 57 72 62 57 52 87 54 66 576 52 55 1097 52
internal_value=0 0.00110059 0.00206382 0.000861661 0.00209207 0.00103286 0.0021066 0.00201431 0.00161952 0.00116106 0.00204654 0.00207403 0.0021641 0.00234861 0.00214371 0.00153806 0.00209875 0.00215995 0.000992577 0.00217095 0.00180201
internal_weight=0 514 2450 352 2325 254 2271 872 162 195 811 749 1399 139 1260 125 692 1203 123 1151 105
internal_count=2964 514 2450 352 2325 254 2271 872 162 195 811 749 1399 139 1260 125 692 1203 123 1151 105
is_linear=0
shrinkage=0.0032998


Tree=6713
num_leaves=16
num_cat=0
split_feature=3 4 3 0 0 48 15 42 4 16 0 159 1455 4 40
split_gain=0.413935 0.222754 0.155358 0.269445 0.153249 0.160308 0.144839 0.135677 0.176673 0.131684 0.114334 0.157537 0.113576 0.0931846 0.0896828
threshold=0.3148450000000001 0.31392000000000003 -0.16100499999999998 0.11737000000000002 -0.0033699999999999993 -0.086624999999999994 -0.14689499999999997 0.087825000000000014 0.50944500000000004 0.10923000000000001 -0.09633499999999999 0.084135000000000001 -0.066639999999999991 0.00059000000000000014 -0.076514999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 13 8 -3 -6 11 -8 -12 -7 -9
right_child=-2 7 4 -5 9 6 10 14 -10 -11 12 -13 -14 -15 -16
leaf_value=0.021046428757802254 -0.0053888762681017196 -0.00032343420264562358 0.01519665122685291 0.0049596053285199644 -0.0058277561650937042 0.015066977546666731 0.0013841551346335723 0.001238808186295192 0.011400549760478792 0.0045467386997489097 0.00088294498653202153 0.0094870065416226331 0.0064453445727121221 0.006322851481303687 -0.0083940094107188695
leaf_weight=52 102 97 53 69 58 76 343 53 58 86 112 85 1599 65 56
leaf_count=52 102 97 53 69 58 76 343 53 58 86 112 85 1599 65 56
internal_value=0 0.00551262 0.00598601 0.0118878 0.00569699 0.0060259 0.00581194 0.000847176 0.00405201 0.000355646 0.00546589 0.00299756 0.00608229 0.0110487 -0.00369368
internal_weight=0 2862 2598 121 2477 2333 2280 264 155 144 2139 428 1711 141 109
internal_count=2964 2862 2598 121 2477 2333 2280 264 155 144 2139 428 1711 141 109
is_linear=0
shrinkage=0.16829


Tree=6714
num_leaves=22
num_cat=0
split_feature=4 123 39 11 11 0 0 0 4 4 4 15 151 15 4 15 4 0 1375 0 48
split_gain=8.8538 1.51232 0.847347 0.862292 0.740393 0.569902 0.705088 0.476687 0.457502 0.343243 0.337429 0.426013 0.300031 0.285924 0.365958 0.290584 0.217921 0.145581 0.141285 0.0968368 0.0904828
threshold=0.31392000000000003 1.0000000180025095e-35 0.10189000000000001 1.0000000180025095e-35 0.076235000000000011 -0.099704999999999974 -0.068669999999999995 -0.080809999999999979 -0.47860499999999995 -0.078454999999999983 0.078235000000000013 -0.016434999999999995 -0.0017399999999999998 -0.43587999999999999 0.5567700000000001 -0.26361999999999991 0.0049450000000000006 -0.12259499999999998 1.0000000180025095e-35 -0.082234999999999989 0.087645000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 13 10 16 -5 -8 -10 11 12 -1 14 -2 -15 18 -12 -7 -18 -3
right_child=4 20 -4 7 -6 6 8 -9 9 -11 17 -13 -14 15 -16 -17 19 -19 -20 -21 -22
leaf_value=0.00052698171927262306 0.0004429325837888636 0.00057209869657757454 0.00045175202003202913 0.0012553686932434227 0.00058628530103574351 0.00087886318098663097 0.00095529190591076918 0.00090391380798978305 0.00046615506954082145 0.00072271516276955008 0.00095839097571830568 0.00039042180407825993 0.00085204355914673827 -0.00011814372388180023 0.00010696528887849827 0.0001900675649919237 0.00082191547327247524 0.00073020473010056554 0.001012855017415214 0.00065527869344833459 0.00041263926353197442
leaf_weight=54 69 85 64 78 55 1254 71 94 76 236 53 67 75 58 73 78 112 78 96 62 76
leaf_count=54 69 85 64 78 55 1254 71 94 76 236 53 67 75 58 73 78 112 78 96 62 76
internal_value=0 0.000807467 0.000827687 0.000837672 0.000236216 0.000820269 0.000842179 0.0010635 0.000715104 0.000660333 0.000692386 0.000605046 0.000716244 0.000166831 0.000270465 5.83655e-05 0.000874092 0.000822793 0.000888418 0.000762742 0.000497045
internal_weight=0 2631 2470 2406 333 2234 1907 172 383 312 327 196 129 278 142 136 1524 131 1350 174 161
internal_count=2964 2631 2470 2406 333 2234 1907 172 383 312 327 196 129 278 142 136 1524 131 1350 174 161
is_linear=0
shrinkage=0.0032998


Tree=6715
num_leaves=20
num_cat=0
split_feature=30 1213 480 42 14 43 0 1453 3 3 43 43 43 43 133 16 16 480 3
split_gain=0.186014 0.142592 0.12854 0.120101 0.128324 0.192408 0.147862 0.178891 0.164118 0.111621 0.132723 0.0954269 0.0895328 0.145289 0.126919 0.0815105 0.0743607 0.0390516 0.0353619
threshold=0.088065000000000018 -0.081649999999999986 0.084870000000000015 -0.076679999999999984 0.073890000000000011 -0.22491499999999998 -0.13619499999999998 -0.067664999999999989 0.13772500000000001 -0.084324999999999997 -0.012824999999999998 -0.0060749999999999997 -0.069824999999999984 -0.092454999999999982 0.10421000000000001 -0.010749999999999997 -0.076909999999999992 0.096940000000000012 -0.082974999999999979
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 12 5 -5 8 -8 -7 10 -1 -11 13 14 16 17 -3 -4 -14
right_child=-2 2 15 4 -6 6 7 -9 -10 11 -12 -13 18 -15 -16 -17 -18 -19 -20
leaf_value=0.0068242961617679208 -0.0047542367230014671 0.014881233398958605 0.0084536678880308084 -0.004733358014396641 0.010518199401003221 0.0024581224447161928 -0.0048616044172808404 0.0048071534734699306 -0.0073844529992764876 0.010737642812086981 0.017946469709622222 0.0022592520178992626 0.0080176757740239232 -0.0028970597707490692 0.00023415766055985885 0.0043839226781879487 0.006752421600008416 0.014690806860948506 0.013335443412351227
leaf_weight=61 56 52 59 77 77 212 56 1531 62 63 62 95 90 52 55 73 86 59 62
leaf_count=61 56 52 59 77 77 212 56 1531 62 63 62 95 90 52 55 73 86 59 62
internal_value=0 0.00502252 0.00463223 0.00429799 0.00376895 0.00349986 0.00384148 0.00446484 0.000224413 0.00863151 0.0124452 0.00565125 0.0069787 0.00497372 0.00710365 0.00884368 0.00982847 0.0115875 0.0101986
internal_weight=0 2884 2603 2412 2015 1938 1861 1587 274 281 123 158 397 245 193 191 138 118 152
internal_count=2940 2884 2603 2412 2015 1938 1861 1587 274 281 123 158 397 245 193 191 138 118 152
is_linear=0
shrinkage=0.16829


Tree=6716
num_leaves=12
num_cat=0
split_feature=10 33 147 151 10 1 1455 1375 15 151 52
split_gain=0.290348 0.208745 0.169335 0.187988 0.148351 0.134614 0.123521 0.110133 0.0952335 0.111149 0.0919729
threshold=-1.0000000180025095e-35 0.082505000000000009 0.087170000000000011 -0.082164999999999988 -0.23313499999999995 0.14065000000000003 -0.10311999999999999 -0.081864999999999979 -0.45371999999999996 0.084725000000000009 0.27203000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 -1 6 -2 -8 -9 10 -10
right_child=2 -3 3 -5 -6 -7 7 8 9 -11 -12
leaf_value=-0.0001104403458793524 0.012219152205435655 0.0059561817065185126 0.0057623789410449627 -0.0072315842731898467 -0.012290181850810069 0.011968484941954292 -0.0016297116871553899 -0.0010669539509974629 0.0049100536603114194 0.01101228666487165 0.0014716277016135883
leaf_weight=52 58 53 56 72 63 71 84 82 2022 78 249
leaf_count=52 58 53 56 72 63 71 84 82 2022 78 249
internal_value=0 -0.00276397 0.00443478 -0.00153269 -0.00679844 0.00472436 0.00452376 0.00434558 0.00455279 0.00474973 0.00453384
internal_weight=0 168 2772 128 115 2644 2573 2515 2431 2349 2271
internal_count=2940 168 2772 128 115 2644 2573 2515 2431 2349 2271
is_linear=0
shrinkage=0.16829


Tree=6717
num_leaves=20
num_cat=0
split_feature=15 3 12 52 374 151 16 401 481 49 16 0 16 16 1210 133 132 401 49
split_gain=0.141537 0.165005 0.169673 0.137307 0.118667 0.119543 0.140058 0.144756 0.193188 0.153851 0.149973 0.144259 0.107571 0.122946 0.10462 0.0801028 0.0650436 0.0655449 0.0354338
threshold=0.084495000000000015 -0.13117499999999996 0.08401500000000002 -0.0094049999999999984 0.08517000000000001 -0.09139499999999999 -0.50472499999999987 0.079655000000000017 -0.050084999999999991 0.12757000000000004 -0.20132999999999998 -0.08397499999999998 -0.008454999999999999 -0.067169999999999994 -0.074724999999999986 -0.18069999999999997 -0.022114999999999996 0.091505000000000017 -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 -4 5 12 18 8 11 10 -10 -8 13 -1 -5 -16 -17 -18 -7
right_child=1 2 3 14 -6 6 7 -9 9 -11 -12 -13 -14 -15 15 16 17 -19 -20
leaf_value=0.0098086287416688563 0.014265423798883592 0.011807163271986229 -0.0038340820034158075 0.0098918316078486935 0.010251683972343457 -0.0058099911267092208 0.0043942017061400903 -0.0038178879978206298 0.0076200138838585741 -0.0065471196307229952 0.0018951700390718708 0.015824649233661902 0.012766019164456377 -0.00094855501364792948 -0.0016126832817081182 0.0091887073332790475 0.0029148172441612139 0.008332808603615089 -0.00050025533897975671
leaf_weight=53 52 82 62 87 55 71 80 101 146 55 1176 52 54 69 72 69 457 74 73
leaf_count=53 52 82 62 87 55 71 80 101 146 55 1176 52 54 69 72 69 457 74 73
internal_value=0 0.00503127 0.00449752 0.00376526 0.00253418 0.00231332 0.00189232 0.00234271 0.00275624 0.00216496 0.00252877 0.00891072 0.00649871 0.00370992 0.00438839 0.00367322 0.00431052 0.00367325 -0.00313073
internal_weight=0 955 903 821 1985 1930 1754 1610 1509 1377 1322 132 176 122 759 672 600 531 144
internal_count=2940 955 903 821 1985 1930 1754 1610 1509 1377 1322 132 176 122 759 672 600 531 144
is_linear=0
shrinkage=0.16829


Tree=6718
num_leaves=28
num_cat=0
split_feature=4 2 12 13 15 10 52 159 15 52 4 12 0 13 160 16 13 11 13 0 15 52 13 16 4 43 12
split_gain=11.2835 3.86667 1.43208 0.85595 0.622507 0.598922 0.562487 0.471014 0.448068 0.327091 0.654127 0.326714 0.317174 0.288282 0.265702 0.251552 0.181317 0.361334 0.182647 0.138145 0.387576 0.117343 0.18121 0.178814 0.122743 0.122409 0.0602287
threshold=0.31392000000000003 0.14808000000000002 0.056995000000000011 -0.00027999999999999998 0.015700000000000002 -1.0000000180025095e-35 -0.0094049999999999984 0.079715000000000022 -0.41725999999999991 -0.088779999999999984 -0.00076499999999999995 0.093125000000000013 -0.18713499999999997 -0.0073899999999999999 -0.5444199999999999 0.25032500000000008 0.076825000000000018 1.0000000180025095e-35 -0.085744999999999988 0.048825000000000007 -0.061499999999999992 0.024870000000000003 -0.049464999999999988 -0.074904999999999985 -0.051789999999999996 -0.052849999999999994 0.10279500000000001
decision_type=2 2 2 2 2 2 2 2 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 9 -2 7 -1 13 -5 -11 14 -10 -7 -4 21 17 18 -16 20 -17 22 -13 26 -24 -25 -23
right_child=5 -3 11 4 -6 8 -8 -9 12 10 -12 15 -14 -15 16 19 -18 -19 -20 -21 -22 23 24 25 -26 -27 -28
leaf_value=0.00080933973069208416 0.00013553396909210099 0.00030616744576897982 0.0013987547262874381 0.0011701941927287224 0.0013925563164726394 0.00048377285814081632 0.0010042041941778544 0.00041968598486508027 0.00051503684656325924 0.00065203216747629182 0.0010960301999731661 0.00095223796756158173 0.00016092941635126366 0.00079157201271212784 0.0010926686632273409 0.001066738322298812 0.00096812198759392131 0.0014367390518438732 0.001183565121996157 0.0011204016381172149 0.00070976067360747767 0.0013438935097261106 0.001233779600140372 0.0011860967499769067 0.0010294605739110852 0.00099596214223424693 0.0011880188599604773
leaf_weight=99 66 69 54 76 53 78 92 52 54 65 83 98 57 59 364 82 54 53 804 55 57 58 75 77 62 79 65
leaf_count=99 66 69 54 76 53 78 92 52 54 65 83 98 57 59 364 82 54 53 804 55 57 58 75 77 62 79 65
internal_value=0 0.00107769 0.0010985 0.000943537 0.00106931 0.000415631 0.000800023 0.000675388 0.000490031 0.000992669 0.000901269 0.00113804 0.000333515 0.000616586 0.00116886 0.00108012 0.0011591 0.00116751 0.00115527 0.00097743 0.000920605 0.00111881 0.00106277 0.00116589 0.00114157 0.00109004 0.00126181
internal_weight=0 2626 2557 520 277 314 243 151 248 224 148 2037 111 137 1329 708 1275 1221 1168 194 139 514 235 279 137 156 123
internal_count=2940 2626 2557 520 277 314 243 151 248 224 148 2037 111 137 1329 708 1275 1221 1168 194 139 514 235 279 137 156 123
is_linear=0
shrinkage=0.0032998


Tree=6719
num_leaves=14
num_cat=0
split_feature=2 2 13 49 1455 40 16 2 2 1 16 1375 2
split_gain=0.233784 0.109394 0.107061 0.10262 0.0972368 0.0933535 0.124688 0.128519 0.220549 0.113545 0.149666 0.109325 0.10094
threshold=0.14870000000000003 -0.10238999999999998 -0.0076349999999999986 0.16460500000000003 -0.10311999999999999 -0.08570499999999999 -0.08070999999999999 0.084045000000000022 0.078775000000000012 0.11239500000000001 -0.44388499999999992 -1.0000000180025095e-35 0.11067500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 -6 9 8 -8 12 -11 -9 -7
right_child=2 3 -4 -5 5 6 7 11 -10 10 -12 -13 -14
leaf_value=-0.0019392998934931087 0.0006088854983273002 0.010632804737306156 -0.0092519770384795665 0.010917035412238558 0.010396942904323752 0.0052170644643002801 0.0036474354122882744 -0.0056447900995462074 0.01491325112098852 -0.0063284744912815985 0.0054618579468814349 0.0020485353326612941 0.011781390783156438
leaf_weight=88 75 60 53 61 59 790 416 55 56 54 70 1030 73
leaf_count=88 75 60 53 61 59 790 416 55 56 54 70 1030 73
internal_value=0 0.00388683 -0.00346009 0.00407571 0.00391832 0.00376286 0.0036083 0.00266782 0.00498786 0.00509008 0.00031287 0.0016569 0.00577441
internal_weight=0 2812 128 2724 2663 2603 2544 1557 472 987 124 1085 863
internal_count=2940 2812 128 2724 2663 2603 2544 1557 472 987 124 1085 863
is_linear=0
shrinkage=0.16829


Tree=6720
num_leaves=31
num_cat=0
split_feature=4 12 3 4 3 3 13 4 39 12 12 3 51 39 49 16 13 3 16 3 16 131 16 4 51 52 3 51 43 131
split_gain=8.00446 1.53866 0.816902 0.618199 0.661898 0.58442 0.635996 0.590926 0.677992 0.566279 0.375006 0.373989 0.314998 0.265028 0.240877 0.233792 0.223698 0.180932 0.168532 0.165578 0.164844 0.148941 0.170678 0.146035 0.171145 0.121307 0.193336 0.111982 0.0815026 0.0680765
threshold=0.31392000000000003 0.083400000000000016 -0.10337499999999998 -0.17568999999999999 0.11269500000000002 -0.005644999999999999 -0.087299999999999989 -0.0058699999999999994 0.0095750000000000019 0.11755500000000001 0.086675000000000016 0.13470000000000001 -0.025499999999999998 0.095830000000000012 -0.06017999999999999 -0.031234999999999999 -0.0083299999999999989 0.088880000000000015 -0.016354999999999998 0.0066850000000000008 0.044620000000000007 0.078940000000000024 0.25968500000000005 -0.00090499999999999988 -0.012999999999999999 0.089015000000000025 -0.085324999999999984 0.080080000000000026 0.0034500000000000004 0.098515000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 8 -8 10 12 13 -3 19 -12 -11 25 -1 27 -4 23 22 -22 24 -16 26 -14 -7 -25 -23
right_child=2 9 11 4 -6 18 7 -9 -10 15 14 -13 16 -15 20 -17 -18 -19 -20 -21 21 29 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00076326616870866029 0.00055563959315903938 0.0011470179756122125 0.00024484263674420803 0.00086531235438988248 0.00036511757153454569 0.0010190137155494578 0.00010209721168417248 0.00072965477062618498 0.00060534335001177428 0.00079704776700933045 0.00069445782976544754 0 0.00075499378597896889 9.1905237925826483e-05 0.0011103964977661701 0.00049847137158804821 0.0011221299708548849 0.0010156687221564 0.00068748585180165454 0.00051010954095447069 0.00064031069687002561 0.0010027528169812591 0.00083150497312930061 0.00078129616630763532 0.00091103126314773697 0.0010222260008310126 0.00094252372655686135 0.00081126632490430327 0.00092910170706120938 0.00083602028905747341
leaf_weight=58 92 97 52 71 78 60 59 74 58 63 82 77 105 54 52 54 60 71 52 52 76 57 168 149 726 72 149 59 61 59
leaf_count=58 92 97 52 71 78 60 59 74 58 63 82 77 105 54 52 54 60 71 52 52 76 57 168 149 726 72 149 59 61 59
internal_value=0 0.000838994 0.000291847 0.000697654 0.000645882 0.000696378 0.000597981 0.000498422 0.000351871 0.000883537 0.000897218 0.000188425 0.000977309 0.000280322 0.000870142 0.000659544 0.00093457 0.000902459 0.000846931 0.000377815 0.000880803 0.00081929 0.000772097 0.000903182 0.000924402 0.000899942 0.00086514 0.000916309 0.000824398 0.000918253
internal_weight=0 2670 327 640 511 433 262 191 117 2030 1913 235 483 158 1430 117 386 129 171 104 1348 360 244 988 778 326 254 119 210 116
internal_count=2997 2670 327 640 511 433 262 191 117 2030 1913 235 483 158 1430 117 386 129 171 104 1348 360 244 988 778 326 254 119 210 116
is_linear=0
shrinkage=0.0032998


Tree=6721
num_leaves=20
num_cat=0
split_feature=15 2 2 0 12 0 447 15 2 2 14 0 15 16 42 475 16 51 2
split_gain=7.49919 3.91064 1.42415 1.53865 1.14659 1.05807 0.807442 0.652702 0.558364 1.2132 0.500376 0.437656 0.708872 0.346785 0.271186 0.263274 0.2416 0.189203 0.0278247
threshold=-0.24211499999999997 0.11203000000000002 0.153865 -0.10028499999999999 -1.0000000180025095e-35 -0.14606999999999998 0.088185000000000013 -0.42443999999999993 -0.007134999999999999 0.096685000000000007 0.073890000000000011 -0.10934999999999999 -0.095814999999999997 -0.24404999999999996 0.086375000000000021 -0.14788499999999996 0.14976500000000001 -0.23912999999999998 0.12173500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 13 8 -1 10 14 -2 -10 11 12 -6 -3 -7 -13 -5 -17 -18
right_child=1 2 -4 16 6 7 -8 -9 9 -11 -12 15 -14 -15 -16 17 18 -19 -20
leaf_value=0.00076909568883753391 0.00051995897904716045 0.00059786539992297684 0.00018178380042304089 0.00079207326686992006 0.001130513521312147 0.00050615663578852394 0.00063331006133184921 -4.6720117746678706e-05 0.001197965417327774 0.0005776388324290093 0.0013013116945807077 0.0012804327278862231 0.00069844620712639343 0.00023607688948146523 0.00019768896880849906 0.00086064778216580942 0.00096596455209443986 0.0010479448764078776 0.0010861056188189743
leaf_weight=52 65 66 60 93 70 71 54 60 70 68 80 53 103 52 56 63 52 1757 52
leaf_count=52 65 66 60 93 70 71 54 60 70 68 80 53 103 52 56 63 52 1757 52
internal_value=0 0.000961993 0.000648503 0.00073729 0.00101131 0.000352438 0.00103345 0.000236388 0.000773423 0.000892553 0.00104359 0.0010335 0.000873475 0.000438732 0.000370417 0.00104826 0.000915944 0.00104148 0.00102637
internal_weight=0 2758 375 315 2383 239 2180 187 203 138 2126 2046 173 118 127 1873 197 1820 104
internal_count=2997 2758 375 315 2383 239 2180 187 203 138 2126 2046 173 118 127 1873 197 1820 104
is_linear=0
shrinkage=0.0032998


Tree=6722
num_leaves=25
num_cat=0
split_feature=1 12 1 2 123 2 2 15 2 13 50 158 157 1 50 52 2 133 12 48 12 1 12 15
split_gain=16.5679 4.38034 3.91333 1.239 0.985515 0.762493 0.620374 0.534529 0.513299 0.405985 0.337217 0.433114 0.450138 0.47892 0.340564 0.315951 0.462685 0.299317 0.261041 0.176596 0.12323 0.0994286 0.177284 0.130383
threshold=0.10398500000000001 0.085075000000000026 0.13130500000000003 0.14808000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.10697500000000001 -0.22805999999999996 0.11248000000000001 -0.064249999999999988 0.082725000000000007 0.085110000000000005 -0.084874999999999992 0.085720000000000005 0.089890000000000012 0.098580000000000015 0.10859000000000001 0.017095000000000003 0.096315000000000026 0.085760000000000017 0.087965000000000015 0.078320000000000015 0.088665000000000008 -0.011749999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 5 7 -2 18 -1 10 -10 11 12 -9 -14 -12 16 -7 -11 -3 -18 -13 23 -23 -16
right_child=1 2 -4 -5 -6 15 -8 8 9 17 14 20 13 -15 21 -17 19 -19 -20 -21 -22 22 -24 -25
leaf_value=0.0015358641245809324 0.00025978018868536061 0.0015020076604943229 0.00025375443824508825 3.6233785297421461e-05 0.000881730124168848 0.00080154324355779627 0.00091111487039175095 0.0014417554780446369 0.0012783706178309221 0.00077092413793874374 0.0015628164741280648 0.0014579494507273858 0.0012200660984212461 0.0010574756501092603 0.0012930068592185374 0.0008361191401924428 0.00035796978515189578 0.0011125165440421009 0.0012072681250958756 0.00059463153891950785 0.001276737558757442 0.0014971737293555097 0.0012791714042953511 0.0010903202646458999
leaf_weight=66 94 58 61 71 87 57 54 83 61 57 60 100 1045 248 119 53 90 57 81 57 78 60 147 53
leaf_count=66 94 58 61 71 87 57 54 83 61 57 60 100 1045 248 119 53 90 57 81 57 78 60 147 53
internal_value=0 0.000640543 0.000983032 0.000434317 0.00122769 0.00051474 0.00121335 0.00124115 0.00123216 0.00105947 0.0012473 0.0012242 0.00120419 0.00118891 0.00132901 0.000607857 0.000548381 0.000942029 0.00133051 0.000449976 0.00137874 0.0012919 0.00134253 0.00123076
internal_weight=0 676 254 422 2321 351 193 2234 2168 175 1993 1554 1376 1293 439 257 204 114 139 147 178 379 207 172
internal_count=2997 676 254 422 2321 351 193 2234 2168 175 1993 1554 1376 1293 439 257 204 114 139 147 178 379 207 172
is_linear=0
shrinkage=0.0032998


Tree=6723
num_leaves=13
num_cat=0
split_feature=1 40 147 4 4 3 51 49 160 3 475 3
split_gain=0.370432 0.253537 0.206182 0.2022 0.245555 0.314119 0.23713 0.143304 0.132038 0.175343 0.162598 0.0639971
threshold=0.15028500000000003 0.0052450000000000005 0.091170000000000015 -0.34140499999999996 -0.10023999999999998 -0.13392999999999997 1.0000000180025095e-35 -0.14917999999999998 -0.076594999999999983 0.12478500000000002 -0.085684999999999997 -0.23936999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 11 -6 10 -10 -9 -1
right_child=-2 -3 -4 4 7 -7 -8 8 9 -11 -12 -13
leaf_value=0.0016453797991220021 -0.0085241477870459069 -0.0058126317646361612 -0.0036560741715005343 0.0050458168876049911 -0.0038671404233240935 -0.011861053880928311 0.019311458907913061 0.015530515528107726 0.0046711002383509987 -0.0040859185128519146 0.0063009445665902601 0.008934274363772695
leaf_weight=52 64 67 82 67 52 58 56 61 1768 67 500 103
leaf_count=52 64 67 82 67 52 58 56 61 1768 67 500 103
internal_value=0 0.00440893 0.00464852 0.00489376 0.00448178 -0.0027846 0.00990912 0.00485355 0.00504356 0.00435038 0.00730772 0.00650056
internal_weight=0 2933 2866 2784 2573 125 211 2448 2396 1835 561 155
internal_count=2997 2933 2866 2784 2573 125 211 2448 2396 1835 561 155
is_linear=0
shrinkage=0.16829


Tree=6724
num_leaves=14
num_cat=0
split_feature=2 11 11 49 1453 456 51 128 1212 41 16 1 403
split_gain=0.301799 0.170461 0.286735 0.155581 0.133077 0.143181 0.197933 0.12813 0.17337 0.110721 0.107557 0.10362 0.0391529
threshold=0.16730000000000003 0.080455000000000013 0.087090000000000015 -0.15734499999999998 -0.077554999999999985 0.03981500000000001 -0.018445 0.087685000000000013 0.11930500000000001 0.076195000000000013 -0.022939999999999999 0.10389500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 7 -7 8 9 -6 12 -4 -9
right_child=-2 2 11 4 5 6 -8 10 -10 -11 -12 -13 -14
leaf_value=-0.004821730359926826 -0.0073961022928428167 0.019260127099220547 -0.0013411036756117119 0.010086022333949228 0.0026655258113200192 0.015485903099966504 0.0033717472613999737 0.0012707678027281818 0.011387563550754393 -0.0035212422181580389 0.013816515930090327 0.0082822042940512344 0.0072441810795659508
leaf_weight=64 71 52 52 86 2103 64 96 55 63 85 52 80 74
leaf_count=64 71 52 52 86 2103 64 96 55 63 85 52 80 74
internal_value=0 0.00370023 0.00866503 0.00336641 0.00356277 0.00334564 0.00822864 0.00302365 0.00267602 0.00242436 0.00733709 0.00447759 0.0047113
internal_weight=0 2926 184 2742 2678 2592 160 2432 2251 2188 181 132 129
internal_count=2997 2926 184 2742 2678 2592 160 2432 2251 2188 181 132 129
is_linear=0
shrinkage=0.16829


Tree=6725
num_leaves=12
num_cat=0
split_feature=1209 155 481 457 51 376 0 160 0 124 12
split_gain=0.128464 0.121152 0.133436 0.103568 0.10156 0.102607 0.125476 0.288548 0.219244 0.122951 0.0793943
threshold=-0.08342999999999999 0.088505000000000014 0.063455000000000011 -0.10142499999999997 0.14829000000000001 0.084435000000000024 -0.13619499999999998 0.085700000000000012 -0.10228499999999999 -0.083034999999999984 0.093815000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 -8 -7 -3
right_child=1 10 -4 4 -6 9 8 -9 -10 -11 -12
leaf_value=0.010897362252042129 -0.0041844872587581874 0.010884260258830195 0.010290621978931939 -0.0026361730674647954 -0.0035604732030874815 0.01403715164526961 0.0096691045726494639 0.0097394182616567151 0.0029408138164509173 0.002525150741346439 0.0039632710739410061
leaf_weight=65 58 95 70 262 65 53 148 67 1925 53 95
leaf_count=65 58 95 70 262 65 53 148 67 1925 53 95
internal_value=0 0.00331915 0.00302909 0.00283521 0.00299414 0.00316473 0.00293745 -0.000110455 0.00342204 0.0082981 0.00743322
internal_weight=0 2891 2701 2631 2573 2508 2402 329 2073 106 190
internal_count=2956 2891 2701 2631 2573 2508 2402 329 2073 106 190
is_linear=0
shrinkage=0.16829


Tree=6726
num_leaves=24
num_cat=0
split_feature=2 2 2 2 0 0 0 16 11 52 151 52 43 16 16 52 47 49 157 43 2 2 2
split_gain=13.5383 4.72827 2.96418 1.97085 1.84708 1.58 1.12306 1.75611 0.73602 0.716213 0.591718 0.478856 0.396105 0.34332 0.29989 0.726422 0.261526 0.248427 0.169049 0.167659 0.131235 0.0637097 0.151031
threshold=0.11366500000000002 -1.0000000180025095e-35 0.15305000000000002 0.099845000000000003 -0.13165999999999997 -0.085264999999999994 -0.016414999999999996 -0.20132999999999998 1.0000000180025095e-35 -0.42606499999999997 0.025200000000000004 0.090300000000000005 0.057215000000000009 0.058455000000000007 0.0033900000000000002 0.048535000000000002 0.11224000000000002 1.0000000180025095e-35 -0.086989999999999984 -0.071734999999999979 0.30739000000000005 0.090485000000000024 0.078775000000000012
decision_type=2 2 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 8 -5 17 7 -1 10 -7 12 13 16 -11 15 -6 18 -2 -3 -16 -4 22 -14
right_child=2 3 20 4 14 9 -8 -9 -10 11 -12 -13 21 -15 19 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0009239973581584549 0.00081629579132633712 0.0019068892673725253 0.00068340735713712155 0.0010931466116277484 0.0012033432992835816 0.001697675892237975 0.00089179629972482399 0.0017290672929025635 0.0020433751288777362 0.00094871303815368465 0.0014269286656834563 0.0014680598951926174 0.0015501046594457715 0.0013134488169857541 0.0015641522625517745 0.0017255168000371364 0.0015679272131747242 0.0010999306487002301 0.0017572822574369058 0.0018048394544583615 0.00044794620875000015 0.0015246334029489805 0.0017707597964151992
leaf_weight=52 95 94 52 101 53 52 88 69 84 60 71 73 80 55 52 66 79 54 1332 95 54 79 66
leaf_count=52 95 94 52 101 53 52 88 69 84 60 71 73 80 55 52 66 79 54 1332 95 54 79 66
internal_value=0 0.0016519 0.00105359 0.001696 0.00147413 0.00118697 0.00117656 0.00138338 0.00173917 0.00135298 0.00172496 0.00125745 0.00173718 0.00112346 0.00161866 0.00149325 0.00175673 0.000919326 0.00176717 0.00171994 0.000563788 0.0016062 0.00165009
internal_weight=0 2461 495 2252 367 389 209 121 1885 240 1801 188 1730 115 266 119 1505 149 1426 147 106 225 146
internal_count=2956 2461 495 2252 367 389 209 121 1885 240 1801 188 1730 115 266 119 1505 149 1426 147 106 225 146
is_linear=0
shrinkage=0.0032998


Tree=6727
num_leaves=19
num_cat=0
split_feature=52 2 49 43 42 1 1 2 1209 12 47 483 2 1 159 13 43 1
split_gain=0.155072 0.131677 0.16914 0.153933 0.185471 0.129675 0.37051 0.165388 0.115171 0.106325 0.15399 0.0897055 0.0988279 0.13788 0.0729993 0.0632865 0.0248181 0.0227878
threshold=0.43161000000000005 0.10859000000000001 -0.04695499999999999 -0.095674999999999982 -0.024804999999999997 0.12200500000000002 0.10877000000000002 -0.032374999999999994 -0.080379999999999993 -0.093719999999999984 0.082465000000000024 -0.23056499999999996 0.10573500000000001 0.10075500000000003 -0.44959499999999991 -0.0015099999999999998 -0.071734999999999979 0.11706000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 17 -4 -5 6 8 -7 -1 -6 15 -10 13 -13 16 -11 -2 -3
right_child=14 2 3 4 9 7 -8 -9 11 10 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=0.011204127040661229 0.0036933306234997977 -0.0020145306808465129 0.010479707319762943 -0.0068437806603163457 0.010078162654167926 -0.006784675577504248 0.015567166062574515 0.0057944646970808445 0.010405703089289595 0.0018592287045419089 -0.006089388286640688 0.0039616410935575308 0.0098695041368200287 -0.0021014796460409233 0.013668621563756856 0.007578202858803452 0.008976392998819643 -0.0070593945623524546
leaf_weight=66 52 52 66 61 54 64 86 55 61 169 55 1679 74 113 63 82 52 52
leaf_count=66 52 52 66 61 54 64 86 55 61 169 55 1679 74 113 63 82 52 52
internal_value=0 0.00383457 0.00159979 0.00291769 0.00172792 0.00443464 0.00474404 -0.00095569 0.00427611 0.00318534 0.00196309 0.00403789 0.00382876 0.00357831 0.00912301 0.00373474 0.00635214 -0.00455424
internal_weight=0 2789 591 487 421 2198 2079 119 1993 360 306 1927 1866 1792 167 251 104 104
internal_count=2956 2789 591 487 421 2198 2079 119 1993 360 306 1927 1866 1792 167 251 104 104
is_linear=0
shrinkage=0.16829


Tree=6728
num_leaves=23
num_cat=0
split_feature=1447 2 4 2 2 11 43 1454 1 12 16 1 0 51 1213 483 43 12 48 0 16 2
split_gain=0.22123 0.191409 0.153796 0.233114 0.243322 0.196367 0.205073 0.191214 0.170991 0.177946 0.173917 0.280847 0.221109 0.168061 0.159886 0.1485 0.122319 0.0900865 0.0784116 0.0716727 0.0657123 0.0546707
threshold=-0.085804999999999979 0.087635000000000005 -0.39175499999999991 0.095850000000000005 0.097695000000000018 0.078065000000000009 0.057215000000000009 1.0000000180025095e-35 0.096035000000000023 1.0000000180025095e-35 -0.14239499999999997 0.12200500000000002 -0.067434999999999981 -0.055414999999999992 -0.086424999999999988 0.041970000000000007 -0.10945499999999998 0.086535000000000015 0.036755000000000003 -0.084699999999999984 -0.083144999999999983 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 -1 13 5 -5 6 7 14 16 10 11 -10 -12 -2 19 -16 -6 -8 21 -4 -19 -18
right_child=2 -3 3 4 8 -7 17 -9 9 -11 12 -13 -14 -15 15 -17 18 20 -20 -21 -22 -23
leaf_value=-0.010035089496360262 0.0034132147621485755 0.0037423716675487207 0.0038918567417592681 -0.0087853126139116611 0.011854362756526134 0.012813188590488682 -0.0068537201732224075 0.012876931482599305 -0.0006708519421345572 -0.0077479611362964917 0.001592543828532713 0.01402969838791515 -0.011187965922252624 0.013536675537859175 0.0055507794682412613 -0.00045520181699349588 0.00014959488657465811 0.0043471453510918624 0.0092448204723386811 -0.0039183471527813023 -0.0024424754611033213 0.0050513978223854644
leaf_weight=63 95 52 53 65 55 77 52 79 88 77 126 63 55 92 1161 129 164 87 52 89 75 107
leaf_count=63 95 52 53 65 55 77 52 79 88 77 126 63 55 92 1161 129 164 87 52 89 75 107
internal_value=0 -0.00378966 0.00373209 0.00340228 0.00110572 0.00448712 0.00411442 0.00480513 0.00192492 -0.00045583 0.00123001 0.00545059 -0.00228111 0.00840335 0.00435857 0.00494879 0.00450567 -0.0007541 0.00324878 -0.000990619 0.00119271 0.00209162
internal_weight=0 115 2841 2654 852 1802 1725 1511 787 409 332 151 181 187 1432 1290 378 214 323 142 162 271
internal_count=2956 115 2841 2654 852 1802 1725 1511 787 409 332 151 181 187 1432 1290 378 214 323 142 162 271
is_linear=0
shrinkage=0.16829


Tree=6729
num_leaves=21
num_cat=0
split_feature=1447 3 1456 3 52 3 3 10 41 40 40 49 3 158 3 403 52 3 16 16
split_gain=0.152988 0.274222 0.166883 0.130089 0.134714 0.127988 0.120611 0.11814 0.124628 0.119564 0.132949 0.0821466 0.0952495 0.102505 0.0745256 0.0821791 0.0706239 0.0911175 0.0555793 0.0156537
threshold=-0.085804999999999979 -0.082394999999999982 -0.052914999999999997 -0.14088999999999999 0.093130000000000004 -0.15624499999999999 -0.23098999999999997 0.057650000000000007 0.077550000000000022 -0.084924999999999987 -0.078949999999999979 0.088465000000000002 -0.07798999999999999 0.08870500000000002 0.094635000000000011 -0.084794999999999995 0.26760500000000004 -0.070619999999999988 -0.031234999999999999 0.40422000000000008
decision_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 5 7 6 19 8 9 -5 -11 12 13 -2 15 -6 17 -17 -18 -4
right_child=2 -3 3 4 14 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 16 18 -19 -20 -21
leaf_value=-0.01220370288707133 -0.0020578307393568137 0.0042957153770492038 0.0092943219840718409 -0.0045751151910664997 0.0091362940160968457 0.011821481049906246 -0.0019890116727093164 -0.0062162302670431477 0.009460459561455541 0.0095529584192244211 0.0016654188618459927 0.013070885891922301 0.011589228106435612 0.0080650460073404054 0.010299464325950351 0.0032185390312264067 0.0033669408243125472 -0.0048589459058595236 0.010020175003582422 0.0051755182453278956
leaf_weight=52 58 63 52 83 74 82 65 52 60 63 1616 57 52 55 62 124 117 58 52 59
leaf_count=52 58 63 52 83 74 82 65 52 60 63 1616 57 52 55 62 124 117 58 52 59
internal_value=0 -0.00314927 0.00310445 0.00272785 0.00233456 0.00631989 0.00374645 0.00168506 0.00191155 0.00165347 0.00196245 0.00753919 0.00561735 0.00285333 0.00483019 0.00402809 0.00294603 0.000634524 0.00542472 0.00712123
internal_weight=0 115 2841 2619 2361 258 176 1874 1822 1762 1679 222 165 113 487 425 351 182 169 111
internal_count=2956 115 2841 2619 2361 258 176 1874 1822 1762 1679 222 165 113 487 425 351 182 169 111
is_linear=0
shrinkage=0.16829


Tree=6730
num_leaves=24
num_cat=0
split_feature=2 2 13 13 130 10 11 10 1213 50 52 2 2 52 484 2 13 123 13 484 50 52 41
split_gain=0.39253 0.199953 0.176104 0.394206 0.164105 0.107134 0.11665 0.167998 0.124265 0.125279 0.11931 0.114022 0.111297 0.225394 0.170462 0.104963 0.0982953 0.0974511 0.0844328 0.0752787 0.125286 0.0510405 0.0473676
threshold=0.095850000000000005 0.097605000000000011 -0.094609999999999986 -0.17030499999999998 -1.0000000180025095e-35 -0.013164999999999998 1.0000000180025095e-35 0.057650000000000007 -0.082414999999999974 0.088865000000000013 -0.015159999999999998 0.085525000000000004 0.086400000000000018 0.10523 -0.081534999999999982 0.13730000000000001 -0.087404999999999997 0.085705000000000017 -0.082419999999999979 0.067220000000000016 0.017860000000000004 0.08593000000000002 0.077550000000000022
decision_type=2 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 15 -4 -1 7 8 16 12 -11 -12 14 -14 -10 -3 -7 18 -6 20 -20 -18 -8
right_child=1 2 4 -5 17 6 22 -9 9 10 11 -13 13 -15 -16 -17 21 -19 19 -21 -22 -23 -24
leaf_value=-0.0029869784306034595 -0.0085107273970438917 0.0055241538579290901 -0.0064844706156745565 -0.016075517285112025 0.0094669632316622312 -0.0044905818394297692 0.012950856520945559 -0.0053838524815339288 -0.00071685829760301375 -0.0047211490446185233 0.0011342206072649692 0.009337018836198514 0.0022763950098005133 0.01258151292171146 0.0079187746848293633 -0.0041139337835460962 0.0054860626691789387 -0.0032020830044187584 0.00068615266085290136 0.007991680777475748 0.0089715004567942954 -0.00049678395422184368 0.0057453210121994119
leaf_weight=64 78 66 66 56 53 78 54 56 73 67 186 65 474 69 547 62 89 80 423 61 59 73 52
leaf_count=64 78 66 66 56 53 78 54 56 73 67 186 65 474 69 547 62 89 80 423 61 59 73 52
internal_value=0 -0.000326771 0.00036065 -0.00429728 0.00151814 0.00376831 0.00399886 0.0036737 0.00396947 0.00454525 0.00157721 0.00326561 0.00535526 0.00358919 0.0068991 0.000841669 0.000408899 0.00230211 0.00304395 0.00241371 0.00170406 0.002779 0.00943301
internal_weight=0 1004 926 184 742 1947 1883 1777 1721 1481 318 251 1163 543 620 128 240 676 596 543 482 162 106
internal_count=2951 1004 926 184 742 1947 1883 1777 1721 1481 318 251 1163 543 620 128 240 676 596 543 482 162 106
is_linear=0
shrinkage=0.16829


Tree=6731
num_leaves=32
num_cat=0
split_feature=1 3 2 2 2 150 2 2 0 0 16 15 3 0 0 160 52 52 16 42 2 16 3 4 15 15 475 2 160 4 3
split_gain=17.8403 3.40924 1.88656 1.76887 1.53402 1.09125 1.02162 1.30061 0.997873 0.753989 0.501749 1.00351 0.491473 0.714363 0.354376 0.346689 0.478598 0.899265 0.389806 0.278092 0.247132 0.18175 0.175311 0.158913 0.194695 0.16403 0.152299 0.119506 0.113628 0.0806535 0.0673411
threshold=0.10529500000000001 -0.053364999999999996 0.095850000000000005 0.10573500000000001 0.13881000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.10859000000000001 -0.014704999999999998 -0.076734999999999984 0.067035000000000011 0.085550000000000015 0.084670000000000009 -0.14920999999999998 -0.061674999999999994 0.061085000000000007 -0.53896499999999992 0.023800000000000005 0.26411500000000004 0.09087000000000002 0.123795 -0.057034999999999995 -0.082294999999999993 0.008570000000000003 0.087670000000000012 -0.093074999999999977 -0.086279999999999982 0.11466000000000001 -0.012189999999999998 0.056640000000000003 -0.071524999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 19 6 15 -3 -8 -5 12 11 -11 13 -1 -6 16 -4 18 21 -2 -9 -18 -13 24 26 -25 -15 30 -26 -17 -19
right_child=1 4 5 8 14 -7 7 20 -10 10 -12 22 -14 23 -16 29 17 27 -20 -21 -22 -23 -24 25 28 -27 -28 -29 -30 -31 -32
leaf_value=0.0017431269410960817 0.0014538498080078459 0.00035917910024093095 0.0014182553026049348 0.00038045421343299368 0.00036506380901805242 0.00074755758183595717 0.0012000982364983087 0.00049864968092335935 0.0010253242379910268 0.0007635571757531013 0.0014540576347691905 0.0014356708690207044 0.0011131860153223486 0.0012742565789694226 1.1787733625656937e-05 0.0014740796854983468 0.00095527317355383902 0.0012650711531823726 0.0011380417577166665 0.0011340191602353712 0.0007863878407795516 0.0006767189543520647 0.0011743241290218898 0.001409252986101509 0.0012434140956418276 0.0011491530034744683 0.0014505272048249982 0.0011420962666859242 0.0013808275507463028 0.0012831269519993941 0.0014240464999921935
leaf_weight=70 60 90 70 52 73 63 58 85 53 60 65 52 62 61 54 53 53 83 70 62 54 52 67 54 96 57 791 57 266 54 54
leaf_count=70 60 90 70 52 73 63 58 85 53 60 65 52 62 61 54 53 53 83 70 62 54 52 67 54 96 57 791 57 266 54 54
internal_value=0 0.000695868 0.00131821 0.00102102 0.000517498 0.00116024 0.000651177 0.000784398 0.000706296 0.00137475 0.00120397 0.00111295 0.00140333 0.0014162 0.000215129 0.00120779 0.00116622 0.00111831 0.000946013 0.0012916 0.000610686 0.000817658 0.00128882 0.0013989 0.00141011 0.00127601 0.00143795 0.00127355 0.00134448 0.00137804 0.00132799
internal_weight=0 641 2310 227 414 609 287 197 105 1701 244 179 1457 1395 127 546 439 369 175 122 139 105 119 1325 1214 111 852 194 362 107 137
internal_count=2951 641 2310 227 414 609 287 197 105 1701 244 179 1457 1395 127 546 439 369 175 122 139 105 119 1325 1214 111 852 194 362 107 137
is_linear=0
shrinkage=0.0032998


Tree=6732
num_leaves=29
num_cat=0
split_feature=1 3 1 12 47 0 3 3 3 0 16 12 1 15 42 403 159 1 12 52 3 3 1211 3 0 0 15 52
split_gain=12.5159 2.80212 1.48146 1.70959 1.01855 0.820679 0.661779 0.499025 0.419288 0.806551 0.396741 0.339469 0.332672 0.213033 0.159083 0.151468 0.193151 0.144928 0.196144 0.142931 0.124099 0.195336 0.13919 0.128316 0.10447 0.0952624 0.0826994 0.0764614
threshold=0.10921500000000002 -0.062324999999999998 0.095920000000000019 0.085845000000000019 0.091930000000000012 -0.081864999999999979 -0.01223 -0.115685 0.084670000000000009 -0.14920999999999998 0.061775000000000004 0.093910000000000007 0.12000500000000001 0.092125000000000012 0.088060000000000013 -0.13024499999999997 0.085545000000000024 0.15028500000000003 -0.081654999999999991 -0.060344999999999996 -0.022704999999999996 -0.079634999999999997 0.089055000000000009 -0.070724999999999996 -0.14797999999999997 -0.07106999999999998 -0.056634999999999991 0.090060000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 5 6 12 8 -4 -7 9 -1 14 15 -3 26 -2 -9 27 18 -14 -5 21 22 -11 -23 -8 -15 -13 -17
right_child=1 4 3 19 -6 7 24 11 -10 20 -12 13 17 25 -16 16 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 -28 -29
leaf_value=0.0012949795485186451 0.00066018922162869005 0.00021528670237387054 0.00012254962016384314 0.0010135944206688854 0.00047467681469715191 0.0005875385712583261 0.00047241386532979732 0.0010524708114429391 0.00071700710270979063 0.00094986009024373823 0.00086834208441373807 0.00076379234114369772 0.00017290915687449786 0.00094015210057925899 0.00040631337590456561 0.00081485854907471062 0.001065735067023925 -0.00017321808918425991 -7.8620774974217045e-05 0.00081137788508110591 0.0010892402426712804 0.00077578933088183499 0.0011300777058316782 0.00095785084069514544 0.00067679340237521233 0.00077831346912647008 0.00061390200222022188 0.00093841787049888444
leaf_weight=79 57 94 53 75 81 89 59 73 76 780 63 83 60 80 53 210 55 52 77 84 67 121 52 69 54 88 86 81
leaf_count=79 57 94 53 75 81 89 59 73 76 780 63 83 60 80 53 210 55 52 77 84 67 121 52 69 54 88 86 81
internal_value=0 0.000312804 0.000869905 0.000662248 0.000148349 0.000902194 0.00042762 0.000822538 0.000956273 0.000971811 0.000658621 0.000850157 5.48238e-05 0.000771513 0.000538187 0.000913326 0.000883867 -2.47968e-05 3.12812e-05 0.000906985 0.000948335 0.000939063 0.000961166 0.000842092 0.000570394 0.000855589 0.000687725 0.000849372
internal_weight=0 537 2414 325 364 2089 166 845 1244 1168 173 756 283 337 110 419 346 189 137 159 1089 1022 832 190 113 168 169 291
internal_count=2951 537 2414 325 364 2089 166 845 1244 1168 173 756 283 337 110 419 346 189 137 159 1089 1022 832 190 113 168 169 291
is_linear=0
shrinkage=0.0032998


Tree=6733
num_leaves=14
num_cat=0
split_feature=10 12 150 1428 0 16 42 1348 156 42 159 150 48
split_gain=0.24391 0.193229 0.131463 0.120154 0.115104 0.170273 0.111031 0.107219 0.114616 0.152019 0.154607 0.118956 0.110747
threshold=-0.092019999999999977 -0.084509999999999988 0.12582000000000002 1.0000000180025095e-35 -0.066574999999999981 -0.016354999999999998 0.086245000000000002 0.084490000000000023 0.086910000000000015 0.08400500000000001 0.089930000000000024 -0.090859999999999982 0.12450000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 7 5 6 -2 8 11 10 -10 -3 -13
right_child=1 2 -4 -5 -6 -7 -8 -9 9 -11 -12 12 -14
leaf_value=-0.0057742601228460916 -0.0074640700804514248 0.012084446240972596 -0.0038733848960157357 -0.0015070458181121005 -0.0070991693337722527 0.0079484268233080534 0.0030106503267590978 -0.0028182247862650351 0.015537915099799734 0.0029315273435296437 0.0047285947662176206 0.0043343711106824936 -0.0034384691495269039
leaf_weight=78 62 55 56 95 61 69 53 54 97 100 62 2056 53
leaf_count=78 62 55 56 95 61 69 53 54 97 100 62 2056 53
internal_value=0 0.00375472 0.00417622 0.00435218 -0.000759262 0.00133279 -0.00262097 0.00457763 0.0047432 0.0080969 0.0113343 0.00434098 0.00413818
internal_weight=0 2873 2628 2572 245 184 115 2477 2423 259 159 2164 2109
internal_count=2951 2873 2628 2572 245 184 115 2477 2423 259 159 2164 2109
is_linear=0
shrinkage=0.16829


Tree=6734
num_leaves=32
num_cat=0
split_feature=3 2 2 2 13 2 2 13 2 49 52 52 2 13 41 2 43 2 42 1447 43 2 13 3 43 42 2 42 3 3 2
split_gain=13.0534 4.38674 3.47977 3.23544 1.33674 1.06619 0.884048 0.571888 0.559496 0.530463 0.48931 0.601338 0.478846 0.408054 0.378222 0.241767 0.209409 0.162944 0.249758 0.21348 0.136096 0.128034 0.126883 0.120265 0.11808 0.117459 0.0941108 0.0691261 0.0477247 0.0471435 0.0286265
threshold=-0.053364999999999996 0.10859000000000001 -0.0098549999999999974 0.096325000000000008 -0.094609999999999986 0.16730000000000003 -0.069044999999999981 -0.065824999999999981 0.13154000000000002 0.059130000000000009 -0.089214999999999975 -0.047784999999999987 -1.0000000180025095e-35 0.10188500000000002 1.0000000180025095e-35 0.13673000000000005 -0.069944999999999993 0.090020000000000017 0.086335000000000009 -0.082344999999999988 0.00042000000000000007 0.095195000000000016 -0.06724999999999999 -0.079574999999999993 -0.041049999999999996 0.11382000000000002 0.10697500000000001 0.085025000000000003 -0.087864999999999985 -0.10859999999999999 0.095850000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 12 -5 7 -2 15 13 -9 30 -12 -1 16 17 -3 22 18 27 -20 26 -13 -6 24 28 -21 -18 29 -19 -14 -4
right_child=1 5 10 4 8 -7 -8 9 -10 -11 11 21 14 -15 -16 -17 20 23 19 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0011740789027735775 0.00088722502415160937 0.00064857556314327342 0.0015132713483750348 0.00065934732400647466 0.0012725097270432444 0.00018913896564494139 0.00033080557084945737 0.00066913543671325894 0.0008807212091817366 0.001087347500769401 0.00086498125294553238 0.0013431949171816527 0.0015843732983049489 0.0010004085086706218 0.0017114180558709946 0.00036641376756258516 0.0015285335294489746 0.0014650478459334059 0.0012363740317551397 0.0014575319976212889 0.0012506779386092944 0.0011608260278705826 0.0010581230591917281 0.0014728989839016308 0.0011987083760114754 0.0013024063023664373 0.0013348299185554123 0.0016014847112403999 0.0013247853487954463 0.0014800341826820115 0.0013870997454440107
leaf_weight=70 64 76 52 56 80 59 61 90 53 53 53 106 63 64 62 60 60 52 73 366 80 77 53 93 61 68 60 78 79 577 52
leaf_count=70 64 76 52 56 80 59 61 90 53 53 53 106 63 64 62 60 60 52 73 366 80 77 53 93 61 68 60 78 79 577 52
internal_value=0 0.00087928 0.00108731 0.00137256 0.00114153 0.000592983 0.000615974 0.000678258 0.00120145 0.000824383 0.00126049 0.0011766 0.00144373 0.00124418 0.00145572 0.000524351 0.00129093 0.0014452 0.00146217 0.00140502 0.00135963 0.00126665 0.00118734 0.00137209 0.00132308 0.00143331 0.00143198 0.00150248 0.00138073 0.00149036 0.00145052
internal_weight=0 803 465 2148 506 338 125 279 450 143 340 236 1642 397 1572 136 333 1510 1225 507 200 183 133 285 192 434 120 718 131 640 104
internal_count=2951 803 465 2148 506 338 125 279 450 143 340 236 1642 397 1572 136 333 1510 1225 507 200 183 133 285 192 434 120 718 131 640 104
is_linear=0
shrinkage=0.0032998


Tree=6735
num_leaves=17
num_cat=0
split_feature=2 4 159 10 34 475 2 474 484 1456 480 474 13 2 0 43
split_gain=0.236637 0.189767 0.200515 0.184078 0.321486 0.188905 0.181692 0.137462 0.14172 0.286589 0.145198 0.129057 0.0956 0.0938142 0.0652321 0.0862447
threshold=0.11487000000000001 -0.000195 0.11073500000000001 -0.082174999999999984 -0.066379999999999981 -0.083389999999999978 0.14744000000000002 0.09091500000000001 0.12084000000000002 -0.087734999999999994 -0.069294999999999982 0.08214500000000001 0.016935000000000002 0.087665000000000007 -0.17127999999999996 -0.013049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 6 -1 -5 11 14 8 9 -7 -11 -6 -2 -13 -3 -16
right_child=1 2 -4 4 5 7 -8 -9 -10 10 -12 13 -14 -15 15 -17
leaf_value=0.014468061192352057 0.0092939552743606518 0.0030539946927055687 0.0072055447680612087 -0.0060822699584045063 0.0043484125018740287 -0.0081044044661834382 -0.011917334199306425 -0.0019541631527153591 0.011679065848054912 0.013004737088224068 0.0042899581171905532 0.017365636245852391 9.5744659101604766e-05 0.0085711277574292768 -0.0083878685466848377 0.00036428150567521507
leaf_weight=52 80 62 55 81 94 52 62 98 75 56 1857 62 54 80 58 70
leaf_count=52 80 62 55 81 94 52 62 98 75 56 1857 62 54 80 58 70
internal_value=0 0.000313064 -0.00198901 0.00454483 0.00433391 0.00469006 -0.00400289 0.00418976 0.00448579 0.00421032 0.00454601 0.00921485 0.00560062 0.0124236 -0.00141082 -0.0035875
internal_weight=0 441 307 2507 2455 2374 252 2138 2040 1965 1913 236 134 142 190 128
internal_count=2948 441 307 2507 2455 2374 252 2138 2040 1965 1913 236 134 142 190 128
is_linear=0
shrinkage=0.16829


Tree=6736
num_leaves=15
num_cat=0
split_feature=4 1429 1419 52 97 149 14 15 4 52 15 2 1 51
split_gain=0.201389 0.163032 0.181815 0.222577 0.169178 0.159374 0.130067 0.202317 0.170703 0.177875 0.122087 0.108696 0.125074 0.0725599
threshold=0.62720500000000012 0.082195000000000018 0.083675000000000013 -0.013914999999999999 -0.0047149999999999996 0.078645000000000007 -0.31893999999999995 -0.14051999999999998 -0.021269999999999997 0.51371000000000011 -0.047859999999999993 0.11585500000000001 0.10135500000000001 -0.085564999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 13 -1 6 -6 11 10 -10 -9 12 -8 -3
right_child=-2 2 -4 -5 5 -7 7 8 9 -11 -12 -13 -14 -15
leaf_value=-0.006182984235149477 -0.0069170832154043767 0.017051600234988033 -0.0012807972304235739 0.00069789661545307516 -0.0045563914868275678 0.012296165240288103 0.0070519877641109039 0.0096622046214289107 0.0015237793782266675 -0.0084398053976033616 0.0034762783908396347 0.0015942656227169174 0.016757556802656556 0.0096426085354787625
leaf_weight=55 54 69 54 58 62 54 134 98 833 54 1223 61 53 86
leaf_count=55 54 69 54 58 62 54 134 98 833 54 1223 61 53 86
internal_value=0 0.00344501 0.00741175 0.00962393 0.00304116 0.00323911 0.00304416 0.00323677 0.00272361 0.000915177 0.00393655 0.00779823 0.00981237 0.0129524
internal_weight=0 2894 267 213 2627 2572 2518 2456 2208 887 1321 248 187 155
internal_count=2948 2894 267 213 2627 2572 2518 2456 2208 887 1321 248 187 155
is_linear=0
shrinkage=0.16829


Tree=6737
num_leaves=23
num_cat=0
split_feature=1 51 33 1456 51 156 2 1 151 49 42 1456 483 4 3 474 51 39 49 42 4 51
split_gain=0.146983 0.263697 0.2633 0.246577 0.175177 0.202423 0.223449 0.242671 0.172803 0.129056 0.159114 0.128512 0.14223 0.108012 0.162385 0.0954492 0.131431 0.102707 0.0892368 0.0886515 0.0622004 0.041843
threshold=0.08776500000000001 -0.24503499999999998 1.0000000180025095e-35 -0.013064999999999998 0.14122000000000004 0.094245000000000009 0.086325000000000013 0.10198500000000001 -0.081219999999999987 -0.014774999999999998 0.086310000000000012 -0.23557499999999995 -0.070084999999999981 -0.47860499999999995 -0.15105999999999997 0.081755000000000008 -0.085564999999999988 0.0047850000000000011 -0.008624999999999999 -0.077844999999999984 0.0014100000000000002 -0.070559999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 11 5 6 9 -8 -9 -3 -11 -1 -13 -5 -15 17 -17 18 20 -20 -16 -7
right_child=1 2 -4 13 -6 21 7 8 -10 10 -12 12 -14 14 15 16 -18 -19 19 -21 -22 -23
leaf_value=0.0051482586527842808 0.012639138689755643 -0.0055989416916177532 0.0119538682780979 0.011463263145777135 0.0096459025276041371 0.0090115948508362898 -0.011534726659961327 0.0051435577649659803 -0.0041424648957371106 0.0057453154807927415 -0.00078537294811574217 0.00065327228984467126 -0.010014763762029271 -0.0039804116090222256 -0.0037210946107290349 0.014778106721978955 0.004704195259656996 0.010691833934130604 0.0014948180090739859 0.0050150727950136822 0.0038272652623309151 0.002847506776070968
leaf_weight=52 55 69 56 59 52 63 97 75 232 197 227 71 70 67 74 58 102 62 271 822 53 64
leaf_count=52 55 69 56 59 52 63 97 75 232 197 227 71 70 67 74 58 102 62 271 822 53 64
internal_value=0 0.00125761 0.000703037 0.00368342 0.000115822 -0.000366373 -0.00125834 -0.00419345 -0.00186804 0.00114326 0.0022447 -0.00198626 -0.00463017 0.00438243 0.00410439 0.00448128 0.00836722 0.0039949 0.00365309 0.0041439 -0.000556845 0.00591943
internal_weight=0 1187 1132 1761 1076 1024 897 404 307 493 424 193 141 1568 1509 1442 160 1282 1220 1093 127 127
internal_count=2948 1187 1132 1761 1076 1024 897 404 307 493 424 193 141 1568 1509 1442 160 1282 1220 1093 127 127
is_linear=0
shrinkage=0.16829


Tree=6738
num_leaves=21
num_cat=0
split_feature=11 1 51 394 2 132 2 51 15 15 51 160 483 480 2 133 2 43 133 2
split_gain=0.144022 0.179185 0.225809 0.188012 0.168252 0.165041 0.209381 0.203342 0.154024 0.149441 0.157317 0.141761 0.123783 0.100943 0.0738261 0.120678 0.10873 0.118134 0.0860151 0.0821745
threshold=0.080455000000000013 0.081540000000000015 0.095375000000000015 -0.070744999999999988 0.092545000000000016 0.099410000000000012 0.14744000000000002 0.10876000000000001 0.11743500000000003 -0.10020499999999997 -1.0000000180025095e-35 -0.088774999999999979 0.091400000000000009 0.086995000000000017 0.10216000000000001 -0.080744999999999983 0.095465000000000008 0.065040000000000014 0.090570000000000012 0.11741500000000001
decision_type=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 -3 -4 6 7 8 11 -2 -11 -5 13 14 16 -16 17 -1 -18 -17
right_child=9 3 4 5 -6 -7 -8 -9 -10 10 -12 -13 -14 -15 15 19 18 -19 -20 -21
leaf_value=0.0050647833233505362 0.014529572381801099 -0.0082382654236853904 -0.010841994852266128 -0.0056147298647155506 0.00189444129906651 0.0098437774024680708 -0.0077569531244097217 0.0088647105826208279 0.0087912357528895368 0.010669165167773848 -0.0016088961279541679 0.00068422027050845616 -0.0022638820109041474 -0.0023689664386900206 0.0088729779500955966 -0.0032678058656218727 0.013793963714771438 -0.0013016370943168851 0.0046358402273914872 0.0040701391547916842
leaf_weight=845 52 67 54 117 64 56 81 88 58 52 68 748 91 64 52 108 68 91 52 72
leaf_count=845 52 67 54 117 64 56 81 88 58 52 68 748 91 64 52 108 68 91 52 72
internal_value=0 0.00195881 0.00315184 0.000424555 -0.00391887 0.000931703 0.000473028 0.00113418 0.000395195 0.00698215 0.00369663 -0.0001657 0.00373128 0.00413613 0.00446076 0.0017307 0.00505885 0.00444391 0.00984042 -0.000322647
internal_weight=0 2776 1561 1215 118 1148 1092 1011 923 172 120 865 1443 1352 1288 232 1056 936 120 180
internal_count=2948 2776 1561 1215 118 1148 1092 1011 923 172 120 865 1443 1352 1288 232 1056 936 120 180
is_linear=0
shrinkage=0.16829


Tree=6739
num_leaves=23
num_cat=0
split_feature=160 41 41 1 1456 1456 2 2 1 13 13 42 16 0 0 131 42 13 403 52 2 49
split_gain=0.131043 0.17951 0.289056 0.122433 0.183883 0.172736 0.133893 0.223268 0.199251 0.132279 0.360966 0.121585 0.11319 0.112806 0.112659 0.0755257 0.204754 0.10037 0.0727306 0.0579599 0.0846146 0.0799778
threshold=-0.55171499999999984 0.075585000000000013 0.088100000000000012 0.081720000000000015 -0.013064999999999998 -0.077489999999999989 1.0000000180025095e-35 0.097605000000000011 0.088035000000000016 -0.09057999999999998 -0.41895499999999991 0.11195000000000001 -0.012609999999999998 -0.11262999999999999 -0.17127999999999996 0.089415000000000008 0.084755000000000011 -0.080909999999999996 -0.53317999999999988 0.093130000000000004 0.10644500000000001 0.12466500000000001
decision_type=2 2 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 12 -5 11 8 -8 10 -9 15 -2 -6 -11 16 -7 -17 -15 21 -21 -20
right_child=1 2 -4 5 13 6 7 9 -10 14 -12 -13 -14 18 -16 17 -18 -19 19 20 -22 -23
leaf_value=-0.0064915074058310776 -0.0076706698093605792 0.015614069404340451 0.0010625375632005597 0.0092978791152029689 0.009833565949359158 0.0011671324735372309 -0.0017149799557792944 0.0033868097048643112 -0.016221888151511391 0.0073048777372389006 -0.015539820267316555 -0.0046223388099361018 0.0013944734696045864 -0.0021248460145962679 -0.00013476117397455298 -0.0064954211774142364 0.0094750185075889587 0.0023011351012039 0.0030512682951761988 0.0070737557109140717 0.00052641120252331025 -0.0037379729622557178
leaf_weight=52 71 70 87 60 73 254 56 63 52 73 52 75 86 73 272 52 126 125 830 218 76 52
leaf_count=52 71 70 87 60 73 254 56 63 52 73 52 75 86 73 272 52 126 125 830 218 76 52
internal_value=0 0.00202446 0.00756193 0.00170639 0.00274517 0.00048564 4.35313e-05 -0.00183006 -0.00871642 -0.000209357 -0.0051557 0.00173024 -0.00269361 0.00339243 0.00143422 0.00258883 0.00392658 -0.000273014 0.00301453 0.00333509 0.00538736 0.00264896
internal_weight=0 2896 157 2739 1479 1260 1200 568 108 460 115 632 157 1322 345 557 380 177 1249 1176 294 882
internal_count=2948 2896 157 2739 1479 1260 1200 568 108 460 115 632 157 1322 345 557 380 177 1249 1176 294 882
is_linear=0
shrinkage=0.16829


Tree=6740
num_leaves=27
num_cat=0
split_feature=4 12 2 4 0 2 42 3 3 2 0 0 2 15 15 12 4 15 42 0 0 42 15 4 484 42
split_gain=5.65762 2.21843 0.852415 0.753066 1.26637 1.14779 0.559196 0.397533 0.3926 0.385393 0.367702 0.383904 0.335092 0.283285 0.230612 0.222608 0.221076 0.156292 0.408239 0.143493 0.142141 0.138373 0.129643 0.128206 0.11958 0.0237745
threshold=0.27998000000000006 0.056995000000000011 0.13154000000000002 -0.17568999999999999 -0.076734999999999984 0.10869000000000002 0.088805000000000009 -0.082634999999999986 -0.12711499999999995 0.085785000000000014 -0.072924999999999976 -0.10594499999999998 -1.0000000180025095e-35 1.0000000180025095e-35 -0.46483499999999994 0.087765000000000024 -0.50324499999999983 0.09295500000000001 0.096160000000000009 0.064400000000000013 -0.085674999999999987 0.083970000000000017 -0.43091499999999999 -0.008454999999999999 -0.020824999999999996 0.097585000000000019
decision_type=2 2 2 2 2 2 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 16 5 9 7 -2 13 -5 11 -10 -6 19 -9 20 -1 18 21 -3 -13 -12 -8 -11 -17 -19
right_child=6 2 -4 4 12 -7 22 14 10 23 17 15 -14 -15 -16 24 -18 25 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00079703553496159193 0.00074846260232467243 0.00085332093028358549 0.00052941197031144949 0.0010805366205963363 0.00015954602824349795 0.00042050877970987554 0.00034320168390056379 0.00060447438371476366 0.00073842468332927739 0.00091570999848544234 0.00075734539869733337 0.001062216323458119 0.00050712749904912484 0.0012455100061559081 0.00033487229731318747 0.0010378393692253079 0.0010932190791465536 0.00087653568641914137 0.00055405421559947361 0.0010953431122982073 0.0009595050593272286 0.00095869935745062664 0.00011702175360302096 0.0007094090155354432 0.00091502955947493972 0.00098492285504379862
leaf_weight=59 62 52 55 69 55 84 59 55 86 52 69 334 68 78 96 104 54 52 63 60 284 88 53 99 708 59
leaf_count=59 62 52 55 69 55 84 59 55 86 52 69 334 68 78 96 104 54 52 63 60 284 88 53 99 708 59
internal_value=0 0.00088751 0.000936232 0.000698692 0.000635045 0.000749454 0.000425817 0.000525206 0.000947199 0.00087489 0.000932374 0.000954288 0.000351991 0.00109112 0.000433305 0.000967246 0.000938886 0.0008319 0.000779992 0.00098329 0.00101507 0.000870431 0.000236485 0.000780686 0.000930802 0.000934464
internal_weight=0 2632 2092 540 427 304 325 213 2037 220 1847 1516 123 190 151 1430 113 331 220 112 618 157 112 151 812 111
internal_count=2957 2632 2092 540 427 304 325 213 2037 220 1847 1516 123 190 151 1430 113 331 220 112 618 157 112 151 812 111
is_linear=0
shrinkage=0.0032998


Tree=6741
num_leaves=25
num_cat=0
split_feature=1452 12 1 13 12 12 49 1 12 475 133 42 131 13 49 399 400 160 13 42 13 42 13 42
split_gain=0.239138 0.179151 0.210381 0.17056 0.207428 0.203322 0.16625 0.145957 0.137104 0.334006 0.236383 0.200833 0.128379 0.187625 0.127058 0.111356 0.116879 0.107921 0.0843837 0.106092 0.101303 0.0767477 0.0459885 0.0387283
threshold=0.086470000000000005 -0.22686499999999998 0.085720000000000005 0.24450500000000003 0.10595000000000002 0.092395000000000019 -0.085999999999999979 0.13857500000000003 0.08598500000000002 -0.081774999999999973 1.0000000180025095e-35 0.085245000000000015 0.091385000000000008 -0.065539999999999987 -1.0000000180025095e-35 0.091160000000000019 -0.082974999999999979 -0.51146999999999987 -0.085234999999999991 0.086555000000000007 -0.0079349999999999993 0.098395000000000024 -0.077944999999999987 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 5 6 -4 -8 9 14 18 23 13 -7 -3 16 -10 -18 19 -11 -20 -19 -2 -12
right_child=22 2 3 -5 -6 12 7 -9 15 10 11 -13 -14 -15 -16 -17 17 21 20 -21 -22 -23 -24 -25
leaf_value=0.011263000232881869 0.013056539022228015 0.0022264790468046456 0.0066711328882059894 0.0090868997909682066 -0.0081164550176255641 0.014119068083028796 -0.0024085985817043415 0.0064598205194418348 -0.0047064892805850234 0.0025976330914529553 0.011290675707185789 0.020547185568683513 -0.00071563280495562148 0.0025110236254205962 -0.0091218231963785847 0.0091324016558631121 -0.0053400988955240878 0.0033334052755477467 -0.0031971730914378809 0.013198989120341623 0.0050128086992638045 -0.00081206194687705939 0.0063187182637627903 0.0051375314617028564
leaf_weight=59 61 60 74 58 88 68 662 57 78 53 59 55 84 95 52 58 52 672 66 55 119 155 57 60
leaf_count=59 61 60 74 58 88 68 662 57 78 53 59 55 84 95 52 58 52 672 66 55 119 155 57 60
internal_value=0 0.00208029 0.00188476 0.00018592 -0.000270162 0.000392028 -0.000919326 -0.00170304 0.00314764 0.00521601 0.0071966 0.0121155 0.00460944 0.00736467 -0.00302633 0.00196598 0.00152978 0.00208521 0.00426937 0.00801311 0.00207413 0.00255427 0.00981705 0.00820335
internal_weight=0 2839 2780 1186 1128 1040 793 719 1594 579 467 174 247 163 112 1015 957 879 293 108 185 827 118 119
internal_count=2957 2839 2780 1186 1128 1040 793 719 1594 579 467 174 247 163 112 1015 957 879 293 108 185 827 118 119
is_linear=0
shrinkage=0.16829


Tree=6742
num_leaves=13
num_cat=0
split_feature=11 3 49 1213 9 1 15 159 16 1446 12 12
split_gain=0.270055 0.192653 0.220468 0.192752 0.191375 0.231197 0.244381 0.227955 0.131135 0.130712 0.118916 0.0435999
threshold=0.093525000000000011 0.41720500000000005 -0.15447499999999997 0.08900000000000001 0.08542000000000001 0.082295000000000021 0.09295500000000001 0.088450000000000015 -0.041434999999999993 0.090965000000000004 0.085325000000000012 0.087915000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 9 7 -7 -8 10 -4 -5
right_child=-2 -3 3 11 -6 6 8 -9 -10 -11 -12 -13
leaf_value=0.0103030431512848 -0.0080448050924049191 0.012210526902100749 0.005288931421968927 0.011429078579765538 0.010619621390190202 -0.0028911754956873264 0.011216692806826087 0.003891075760383314 0.00081036089542826581 -0.004332183557778228 0.0019187559286273227 0.0053736595388671768
leaf_weight=89 74 54 431 57 63 759 68 172 70 73 960 87
leaf_count=89 74 54 431 57 63 759 68 172 70 73 960 87
internal_value=0 0.00224645 0.00205562 0.00178708 0.00145379 0.00122511 -0.000655086 -0.00163624 0.00595114 0.00259924 0.00296429 0.00778307
internal_weight=0 2883 2829 2740 2596 2533 1069 931 138 1464 1391 144
internal_count=2957 2883 2829 2740 2596 2533 1069 931 138 1464 1391 144
is_linear=0
shrinkage=0.16829


Tree=6743
num_leaves=29
num_cat=0
split_feature=1 3 2 2 123 43 2 12 12 11 4 150 12 1 1 42 43 159 2 2 3 159 1 12 52 4 12 4
split_gain=19.0975 2.93655 2.53809 1.26378 1.21293 0.91842 1.07704 0.710002 0.53216 0.867805 0.503355 0.387754 0.387063 0.337229 0.311517 0.30657 0.358663 0.373323 0.265227 0.208079 0.207931 0.202944 0.195901 0.111385 0.0953396 0.0867215 0.0701009 0.0297238
threshold=0.10921500000000002 -0.069049999999999986 0.10060500000000001 0.11125500000000001 1.0000000180025095e-35 -0.051834999999999992 0.14132000000000003 0.086085000000000009 0.090455000000000021 1.0000000180025095e-35 0.27998000000000006 1.0000000180025095e-35 0.099680000000000005 0.090485000000000024 0.13891000000000003 -0.023209999999999998 0.012835000000000001 -0.032069999999999994 0.10859000000000001 0.09036000000000001 -0.0091399999999999988 0.091330000000000008 0.085550000000000015 0.092085000000000014 0.047345000000000005 0.036605000000000006 0.093625000000000014 -0.026469999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 8 14 10 11 9 13 -7 18 25 21 20 19 17 -17 -4 26 -3 22 -1 -19 -14 -9 -10 -21
right_child=1 5 7 -5 -6 6 -8 12 15 -11 -12 -13 24 -15 -16 16 -18 23 -20 27 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0015383363458917906 0.001365819099735844 0.00063326432243312168 0.0013058840617388612 0.00074532485611433037 0.0010508692116622455 0.0010819073915349909 0.00039529130886388833 0.0014841550776714867 0.0014980434676997792 0.001889249130050677 0.00068670774908577903 0.00081370626136060837 0.0010961023691860054 0.0013131936998790976 0.00018047502720349478 0.0014898651211536162 0.0015369195648729415 0.0013399712195603483 0.0009951368871018375 0.0013374607939973095 0.00034000721018722312 0.0016779785729910707 0.0014079418262799989 0.0011695899324998221 0.0012678048208622039 0.0013252281461493326 0.0016622258192071802 0.0014637160429085104
leaf_weight=819 92 55 62 59 69 72 74 101 53 73 70 54 71 85 53 83 96 66 61 54 52 99 157 139 82 70 84 52
leaf_count=819 92 55 62 59 69 72 74 101 53 73 70 54 71 85 53 83 96 66 61 54 52 99 157 139 82 70 84 52
internal_value=0 0.000734667 0.00142776 0.00112361 0.00148219 0.000578377 0.00071893 0.0012181 0.00149817 0.00153831 0.000887339 0.00104903 0.00131035 0.0015162 0.00038841 0.00141917 0.00136021 0.00130118 0.00115206 0.0015122 0.000491076 0.00153222 0.0015174 0.00122462 0.00118836 0.0014193 0.00159897 0.00139973
internal_weight=0 527 2430 151 1929 376 216 501 1860 1233 142 177 324 1160 160 627 384 288 123 243 107 1075 976 205 153 171 137 106
internal_count=2957 527 2430 151 1929 376 216 501 1860 1233 142 177 324 1160 160 627 384 288 123 243 107 1075 976 205 153 171 137 106
is_linear=0
shrinkage=0.0032998


Tree=6744
num_leaves=17
num_cat=0
split_feature=4 2 12 159 457 4 14 52 47 13 151 48 123 402 2 16
split_gain=4.6372 1.77184 1.12394 0.457082 0.431633 0.41798 0.417508 0.370792 0.34134 0.279221 0.216669 0.24104 0.212152 0.187961 0.126627 0.116319
threshold=0.27420500000000009 0.12068000000000001 -1.0000000180025095e-35 0.086825000000000013 0.10081000000000002 -0.0014249999999999998 0.077140000000000014 -0.032354999999999988 0.11002500000000003 -0.0094049999999999984 -0.086824999999999986 0.082425000000000012 0.084495000000000015 0.13174500000000003 0.089310000000000014 -0.53117499999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 12 6 9 8 -3 10 -1 11 -4 15 -12 -7 -2
right_child=3 7 4 -5 -6 14 -8 -9 -10 -11 13 -13 -14 -15 -16 -17
leaf_value=0.00057699697112445361 0.00041668335413703013 0.00028371786445479519 0.00079414581713739595 0.00053047786544322339 0.00049406070751273118 0.00081990412828328893 0.0010339449637571804 0.00059523030713625022 0.00058712688868883421 0.00026102669753634566 0.00081472363059522897 0.00049718465703920583 0.00010886596847278563 0.00062286138225647533 0.00058770752690207636 0.00024207172719331975
leaf_weight=61 79 95 69 95 52 52 81 75 87 62 1819 54 72 59 54 91
leaf_count=61 79 95 69 95 52 52 81 75 87 62 1819 54 72 59 54 91
internal_value=0 0.000747582 0.000770204 0.00033616 0.000792934 0.000549596 0.000800083 0.000421357 0.000790994 0.000418014 0.00079984 0.000664059 0.000259733 0.000808715 0.000701948 0.000323422
internal_weight=0 2620 2450 337 2221 229 2169 170 2088 123 2001 123 242 1878 106 170
internal_count=2957 2620 2450 337 2221 229 2169 170 2088 123 2001 123 242 1878 106 170
is_linear=0
shrinkage=0.0032998


Tree=6745
num_leaves=33
num_cat=0
split_feature=1 52 52 150 13 1 16 157 15 48 13 13 4 43 4 13 13 4 1 43 16 16 52 1446 4 43 42 13 13 402 52 156
split_gain=17.7661 2.46716 1.48112 1.26137 1.0193 0.870529 0.755461 0.739584 0.950797 0.471631 0.469687 0.565807 0.561435 0.412713 0.383603 0.312491 0.264993 0.221815 0.215297 0.210193 0.187153 0.179531 0.216168 0.174641 0.164773 0.143689 0.112954 0.317719 0.16605 0.170194 0.0959127 0.0925711
threshold=0.10290000000000001 -0.24841999999999997 0.26430000000000003 0.082965000000000025 -1.0000000180025095e-35 0.14860500000000001 -0.0069549999999999985 -0.064429999999999987 -0.077474999999999988 0.088005000000000014 0.041960000000000004 -1.0000000180025095e-35 -0.111135 -0.025079999999999995 -0.078249999999999986 -0.083354999999999985 -0.071964999999999987 0.24099500000000004 0.086005000000000012 -0.088909999999999989 0.0060400000000000011 -0.095264999999999989 0.092120000000000021 0.083530000000000007 -0.14994999999999997 0.049545000000000006 0.08511500000000001 -0.085349999999999995 -0.013254999999999998 -0.010724999999999998 -0.14198999999999998 0.087400000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 18 7 14 -3 9 13 11 12 -8 -9 25 30 -10 19 31 -16 -17 22 -21 -23 -13 26 28 -28 -1 -30 -14 -5
right_child=1 2 -4 4 -6 -7 10 8 16 -11 -12 24 15 -15 17 20 -18 -19 -20 21 -22 23 -24 -25 -26 -27 27 -29 29 -31 -32 -33
leaf_value=0.0011391108150769289 0.0011227431474725455 0.00016319870691047621 0.0010337972187282464 0.0013054339246814462 0.00062057313397077135 0.00012676724635727495 0.00082396556355110787 0.0004152210985249624 0.00060380328833415492 0.00028519538736241067 0.00094357836925558622 0.0015058247811666518 0.0014282777506277038 0.00073859844043783153 0.0011052842212202439 0.0012919872569208252 0.00089607675263625398 0.0010301456340921665 0.0009440288361126474 0.0014394918048228999 0.0010649409997970547 0.0012082661627811622 0.0011992254846029666 0.0014008592880532164 0.0012564646691088472 0.0014852019801030348 0.0015546971760713503 0.0012739662905696583 0.0011910204634588218 0.0013794372447289739 0.0012248661740720014 0.0011051641209757468
leaf_weight=65 90 53 59 54 62 66 57 92 54 103 103 64 55 82 94 52 95 54 53 130 195 360 63 63 58 79 81 102 75 204 55 55
leaf_count=65 90 53 59 54 62 66 57 92 54 103 103 64 55 82 94 52 95 54 53 130 195 360 63 63 58 79 81 102 75 204 55 55
internal_value=0 0.000612698 0.000536639 0.00121728 0.000981662 0.000482754 0.00124353 0.00053173 0.000577498 0.000462856 0.00114933 0.0011888 0.00113014 0.00056782 0.00128745 0.00117892 0.000790389 0.00123772 0.00111964 0.00125345 0.00111288 0.00127601 0.00136125 0.00123703 0.00138757 0.00135009 0.00132977 0.00139842 0.00129315 0.00132891 0.00132689 0.0012047
internal_weight=0 694 604 2233 224 545 2009 479 426 277 639 536 414 174 1370 357 149 764 162 710 247 616 193 423 122 606 527 183 344 279 110 109
internal_count=2927 694 604 2233 224 545 2009 479 426 277 639 536 414 174 1370 357 149 764 162 710 247 616 193 423 122 606 527 183 344 279 110 109
is_linear=0
shrinkage=0.0032998


Tree=6746
num_leaves=27
num_cat=0
split_feature=4 1 3 2 150 47 49 3 13 2 1 4 1 3 4 13 2 13 43 13 50 3 50 133 1 13
split_gain=20.4682 6.25917 2.45357 1.02882 0.680986 0.581684 0.567908 0.496607 0.488386 0.392908 0.388119 0.40334 0.292367 0.259136 0.198892 0.184494 0.169652 0.273594 0.204573 0.165333 0.151807 0.147897 0.128927 0.112399 0.10321 0.0917498
threshold=0.31392000000000003 0.10404000000000001 -0.049204999999999992 0.093320000000000014 0.075065000000000007 0.09023500000000001 -0.014479999999999998 0.0043700000000000006 -0.0097099999999999981 0.13084500000000002 0.12700000000000003 0.42642000000000008 0.091345000000000023 -0.14539499999999997 -0.011869999999999999 -0.089024999999999979 0.08895500000000002 -0.098524999999999988 0.05259500000000001 -0.085684999999999997 0.08956500000000002 -0.0013299999999999998 -0.10146999999999999 0.09117500000000002 0.117245 -0.084814999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 24 6 9 7 8 -4 25 13 11 -2 16 -5 20 -15 17 -8 -19 -18 -14 -12 -17 -21 -3 -1
right_child=10 2 5 4 -6 -7 12 -9 -10 -11 21 -13 14 15 -16 22 19 18 -20 23 -22 -23 -24 -25 -26 -27
leaf_value=0.0017415540705216894 0.00063385913067007 0.0015528587096300683 0.00062558787458716705 0.0018046774157583748 0.001161829133830408 0.0012271751584225876 0.0019763295016920683 0.0010029382187065293 0.0012765918109572724 0.0012821861595148129 0.00069426383024091202 0.00096679363092518566 0.0014069644050369308 0.0013741418697525139 0.0017493502969259786 0.0017343496494371185 0.001481615394490555 0.001716447824274453 0.0019113487161447045 0.0017497757292373661 0.0016296379658555368 0.0004787035765232016 0.0015603384603393503 0.0015782709946358957 0.0013722902713101165 0.0015393037959352521
leaf_weight=54 85 96 70 54 52 56 55 85 66 53 56 76 72 55 60 57 55 805 67 135 70 97 410 69 62 55
leaf_count=54 85 96 70 54 52 56 55 85 66 53 56 76 72 55 60 57 55 805 67 135 70 97 410 69 62 55
internal_value=0 0.0015695 0.00117089 0.00163503 0.00152742 0.000937598 0.00168189 0.000832749 0.00150304 0.00155759 0.000677621 0.00079124 0.00170441 0.00158287 0.00158618 0.00155986 0.00172452 0.00174603 0.00173146 0.00164741 0.00151698 0.000557832 0.00158165 0.00169194 0.00148223 0.00163982
internal_weight=0 2613 369 2244 681 211 1563 155 175 629 314 161 1388 576 202 522 1186 927 872 259 142 153 467 204 158 109
internal_count=2927 2613 369 2244 681 211 1563 155 175 629 314 161 1388 576 202 522 1186 927 872 259 142 153 467 204 158 109
is_linear=0
shrinkage=0.0032998


Tree=6747
num_leaves=25
num_cat=0
split_feature=12 2 0 42 2 16 12 12 151 0 0 2 13 43 43 39 12 16 42 151 2 13 42 12
split_gain=6.0061 2.68036 1.27629 1.04734 1.00832 0.79681 0.680153 0.538839 0.515882 0.450764 0.351169 0.402633 0.338602 0.222302 0.197933 0.197063 0.190455 0.181415 0.160007 0.132242 0.120689 0.110827 0.17191 0.169757
threshold=-1.0000000180025095e-35 0.11203000000000002 1.0000000180025095e-35 -0.0047199999999999994 0.153865 -0.26194999999999996 0.089395000000000016 -0.11319999999999998 0.042665000000000008 -0.13165999999999997 -0.080324999999999994 0.099845000000000003 -0.086874999999999994 -0.15961499999999998 -0.11760499999999999 0.088025000000000006 0.088245000000000004 0.39813000000000004 -0.089024999999999979 -1.0000000180025095e-35 0.12141500000000001 -0.05171499999999999 0.087065000000000017 0.095330000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 6 9 19 -5 10 -2 11 14 -9 -12 18 -14 -16 20 -7 -3 -8 22 -15 -23
right_child=1 4 -4 7 -6 8 17 12 -10 -11 13 -13 15 21 16 -17 -18 -19 -20 -21 -22 23 -24 -25
leaf_value=0.00089260252104893191 0.00098461208864993217 0.000688489617850834 0.00010130181819176905 0.00073288258064439782 0.00025301286849823979 0.0010576198520890045 0.00090411872942936975 0.0006093824953964359 0.00071679998767583668 0.00061560730304277588 0.00075489555035174508 0.0007622621500396595 0.00045177352502531417 0.00074502639078882088 0.0010742371056111759 0.00019119033932729274 0.00097890979085979261 0.0010032997402221221 0.0013131625526268829 0.00047022353258824204 0.00068079539950904053 0.0010736698340441521 0.00095692369687761414 0.00092051750959616055
leaf_weight=92 58 53 70 68 53 54 53 54 69 98 60 54 54 52 695 78 358 74 58 75 57 197 253 140
leaf_count=92 58 53 70 68 53 54 53 54 69 98 60 54 54 52 695 78 358 74 58 75 57 197 253 140
internal_value=0 0.000936547 0.000508264 0.000590496 0.000674823 0.000981045 0.000746364 0.000480933 0.000998902 0.000753027 0.00100902 0.00104317 0.000388633 0.000949663 0.00105616 0.000298059 0.00104186 0.000875208 0.00119027 0.000560875 0.000788717 0.00096781 0.000920912 0.00101015
internal_weight=0 2511 416 346 365 2146 312 254 1990 156 1921 1219 186 702 1165 132 1053 184 112 128 110 642 305 337
internal_count=2927 2511 416 346 365 2146 312 254 1990 156 1921 1219 186 702 1165 132 1053 184 112 128 110 642 305 337
is_linear=0
shrinkage=0.0032998


Tree=6748
num_leaves=23
num_cat=0
split_feature=16 151 2 43 15 12 151 12 2 12 150 16 50 16 1 2 159 12 16 16 1 12
split_gain=0.266942 0.403034 0.349707 0.212652 0.169535 0.417232 0.150833 0.227445 0.358935 0.172477 0.169074 0.168622 0.129086 0.139362 0.2099 0.147523 0.104945 0.0972231 0.0862696 0.11153 0.0493248 0.042492
threshold=-0.0069549999999999985 1.0000000180025095e-35 -0.032374999999999994 -0.15615999999999999 -0.26361999999999991 -0.073629999999999987 -0.14171999999999998 0.083785000000000012 0.084045000000000022 0.084565000000000015 0.095565000000000011 -0.076029999999999986 1.0000000180025095e-35 0.31625000000000009 0.10075500000000003 0.094215000000000007 0.087575000000000014 0.092855000000000007 -0.021919999999999999 -0.078939999999999996 0.12200500000000002 0.097610000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 20 -2 5 -4 -6 8 -8 -9 11 -10 13 14 15 16 -5 -15 19 -11 -1 -19
right_child=1 -3 4 12 6 -7 7 9 10 18 -12 -13 -14 17 -16 -17 -18 21 -20 -21 -22 -23
leaf_value=0.0011695396778737587 -0.0029610190833592822 -0.010523203197141418 -0.0081191116122336978 0.0049415309697052349 0.0013104272531827806 0.01201229678791044 0.021807451772940439 0.0002393690360700849 0.014884107247833322 0.0085375960281127636 0.0019498864148787497 0.0055748078187130151 0.01127618817054195 0.011877548618782182 -0.0041235151632946464 -0.00084176896394155202 0.013002856999719091 0.0017763739773303719 0.012621569542436298 0.0048471548854082148 -0.006137083885106252 0.0074791679022256268
leaf_weight=52 98 54 62 211 92 55 82 93 148 726 70 89 92 99 97 100 59 65 97 345 52 89
leaf_count=52 98 54 62 211 92 55 82 93 148 726 70 89 92 99 97 100 59 65 97 345 52 89
internal_value=0 0.00359277 0.00701719 0.0044324 0.00754871 0.00132902 0.00796542 0.0083354 0.0119 0.00723434 0.00924785 0.0113958 0.00532692 0.00456424 0.00283485 0.00466393 0.00670973 0.00774933 0.00778977 0.00735048 -0.0024665 0.00508381
internal_weight=0 964 1963 910 1859 117 1742 1650 389 1261 307 237 812 720 467 370 270 253 1168 1071 104 154
internal_count=2927 964 1963 910 1859 117 1742 1650 389 1261 307 237 812 720 467 370 270 253 1168 1071 104 154
is_linear=0
shrinkage=0.16829


Tree=6749
num_leaves=19
num_cat=0
split_feature=30 1455 130 15 2 1429 2 8 52 52 51 13 13 13 39 403 130 43
split_gain=0.236761 0.165928 0.16612 0.158311 0.14336 0.287867 0.158576 0.157742 0.201094 0.105737 0.105037 0.147171 0.137072 0.201973 0.0971101 0.0713827 0.0645573 0.0441951
threshold=0.085915000000000019 0.10548500000000001 0.0084900000000000028 0.087750000000000009 0.099845000000000003 0.08759500000000002 0.10334500000000001 0.084325000000000011 0.11122500000000002 0.4107300000000001 0.017990000000000003 -0.08811999999999999 -0.17030499999999998 -0.089024999999999979 1.0000000180025095e-35 0.03138500000000001 0.10453000000000001 -0.028184999999999998
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 5 7 -6 8 14 -10 12 -12 -8 -14 -1 16 17 -4
right_child=-2 -3 3 -5 6 -7 10 -9 9 -11 11 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0064331170923561092 -0.0049754892006115886 0.01342357781926368 0.0075437265067699955 0.015027316728668355 -0.0051143482664047692 -0.0068142597794869295 0.0093451235831639463 -0.0031893769252056186 -0.0015841079584746106 0.0053805318141143636 1.1863135168961881e-05 0.011204395463224588 -0.0088361410191162906 0.0023522267580185232 0.013175318114903928 0.00098169696367337612 0.0028842937233735503 0.013644595603516073
leaf_weight=1318 67 67 103 79 71 54 64 55 137 112 52 94 52 375 64 55 56 52
leaf_count=1318 67 67 103 79 71 54 64 55 137 112 52 94 52 375 64 55 56 52
internal_value=0 0.00513176 0.00493221 0.00839531 0.00444342 0.00526579 0.00241978 0.00565377 0.00595307 0.00154137 0.00326235 0.00723032 0.00207881 0.000985501 0.00674665 0.0064189 0.00782766 0.00960206
internal_weight=0 2860 2793 345 2448 1740 708 1686 1631 249 637 146 491 427 1382 266 211 155
internal_count=2927 2860 2793 345 2448 1740 708 1686 1631 249 637 146 491 427 1382 266 211 155
is_linear=0
shrinkage=0.16829


Tree=6750
num_leaves=22
num_cat=0
split_feature=1 3 52 123 2 3 2 2 2 16 3 1446 2 1 159 3 2 159 131 16 52
split_gain=12.7845 2.18107 1.43668 1.25286 0.908249 0.673076 0.663095 1.65125 0.300011 0.294696 0.281015 0.267206 0.24402 0.269391 0.21864 0.216716 0.188952 0.184406 0.165212 0.140447 0.130104
threshold=0.10661000000000002 0.28833000000000003 -0.40011499999999994 1.0000000180025095e-35 0.12068000000000001 0.093925000000000022 1.0000000180025095e-35 -1.0000000180025095e-35 0.14253500000000002 -0.039209999999999995 0.085880000000000012 0.037915000000000011 0.091185000000000002 0.090355000000000005 -0.03145499999999999 -0.031895 0.084970000000000004 0.087615000000000012 0.09172000000000001 -0.031234999999999999 -0.22711499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 11 7 -4 -3 -7 15 12 13 16 19 -8 -1 20 -15 -13 -14
right_child=1 8 6 -5 -6 9 10 -9 -10 -11 -12 14 17 18 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0012900524066845461 0.0011960194348366242 0.00036929645586573331 0.00051627742987431322 0.00079223754487293518 0.00083079143675160981 0.00076501170071553747 0.00057617868460925785 0.0011454683223876534 4.0113028961600432e-05 0.0010915945482493665 0.00070057242754100141 0.0013342498519196937 0.0011926497295916519 0.0010589567552814715 0.0014411908485501771 0.0003367022985299902 0.001195632864408243 0.0012729946214933303 0.0012535466100013241 0.0011154167771938916 0.0010715139847386503
leaf_weight=409 60 69 101 101 84 56 86 83 54 68 79 66 139 183 84 81 584 85 68 69 381
leaf_count=409 60 69 101 101 84 56 86 83 54 68 79 66 139 183 84 81 584 85 68 69 381
internal_value=0 0.00061834 0.000716989 0.00115295 0.00116894 0.00118188 0.000650066 0.000800289 0.000225063 0.00094439 0.000537561 0.0011961 0.00118299 0.00120982 0.00130664 0.000460236 0.00123456 0.00112777 0.00111181 0.00122266 0.00110396
internal_weight=0 613 490 2377 2276 2192 430 184 123 124 246 2068 1849 1244 219 167 993 605 251 135 520
internal_count=2990 613 490 2377 2276 2192 430 184 123 124 246 2068 1849 1244 219 167 993 605 251 135 520
is_linear=0
shrinkage=0.0032998


Tree=6751
num_leaves=21
num_cat=0
split_feature=158 10 13 0 4 402 4 14 4 2 160 151 13 3 402 402 2 4 4 3
split_gain=0.274131 0.404617 0.17775 0.16453 0.153081 0.152081 0.202551 0.143247 0.343958 0.140525 0.131645 0.104383 0.102294 0.339206 0.176867 0.338134 0.0841394 0.0700733 0.0933365 0.0325832
threshold=0.08796000000000001 -0.089679999999999982 -0.0015099999999999998 -0.10071499999999999 -0.074254999999999988 0.11034500000000001 -0.079524999999999985 0.020750000000000005 -0.019465 0.13554000000000002 -0.087864999999999985 0.0041850000000000004 -0.088854999999999976 -0.082154999999999992 0.090075000000000002 0.073745000000000019 0.087065000000000017 0.31392000000000003 -0.00090499999999999988 -0.079224999999999976
decision_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 7 -2 9 -7 8 -3 12 -6 17 13 -5 15 -14 -12 18 -10 -15
right_child=2 3 -4 5 10 6 -8 -9 11 -11 16 -13 14 19 -16 -17 -18 -19 -20 -21
leaf_value=-0.0086601028225773129 0.014985456813842474 -0.010835818373350448 0.017092233104519017 0.020834769630190667 -0.0016709959133450294 -0.0082822221540168502 0.0053845570690477995 0.0094299028094898141 -0.00093233646521434824 -0.00030181358087135124 0.013082700115949288 -0.0039596109954446127 0.0058310606546744222 0.0018223169619405179 0.014344552502075178 -0.0074622323381972654 0.0034947187600519137 -0.00018203457704897373 0.0069696896480680899 0.0073903269795531114
leaf_weight=65 57 60 73 56 57 52 75 66 53 101 53 55 1580 53 65 56 52 87 203 71
leaf_count=65 57 60 73 56 57 52 75 66 53 101 53 55 1580 53 65 56 52 87 203 71
internal_value=0 0.00444687 0.00988137 0.00477112 0.00746954 0.00543476 -0.000197143 0.00209666 0.00103599 0.00579654 0.00481396 0.00283022 0.00612494 0.00995354 0.00571875 0.00537494 0.00835148 0.00392421 0.00532671 0.00502494
internal_weight=0 2698 292 2633 219 2109 127 524 458 1982 162 398 1881 180 1701 1636 105 343 256 124
internal_count=2990 2698 292 2633 219 2109 127 524 458 1982 162 398 1881 180 1701 1636 105 343 256 124
is_linear=0
shrinkage=0.16829


Tree=6752
num_leaves=21
num_cat=0
split_feature=158 10 0 4 402 401 48 160 0 0 15 15 2 16 16 160 0 48 402 42
split_gain=0.189723 0.279969 0.126754 0.14069 0.120334 0.154911 0.140029 0.415086 0.248019 0.117916 0.23125 0.549381 0.111718 0.190123 0.112368 0.107792 0.101635 0.114358 0.0764364 0.070189
threshold=0.08796000000000001 -0.089679999999999982 -0.05937499999999999 -0.074254999999999988 0.099740000000000009 0.11186000000000001 0.093225000000000016 -0.5444199999999999 -0.061674999999999994 -0.10594499999999998 0.085355000000000014 -0.016434999999999995 0.12068000000000001 0.058455000000000007 -0.095564999999999983 -0.087864999999999985 -0.16199999999999995 0.10713500000000002 0.11034500000000001 0.086105000000000015
decision_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 6 18 7 -3 16 10 11 -9 14 -14 -11 -5 -8 -18 -6 -17
right_child=2 4 -4 15 5 -7 8 9 -10 12 -12 -13 13 -15 -16 19 17 -19 -20 -21
leaf_value=-0.0072026964771775507 0.012699395127823816 0.01904567135355785 0.015605602522382802 -0.0024277510168614672 0.00082068391521409115 0.005996426298012651 -0.002708895594508307 0.0030947030617746898 -0.0091823725755701066 0.0088113600524236217 0.011691314580769083 -0.015879757794354157 -0.0067669970497498625 0.0064697402464582053 0.0047221863630807137 0.010693268845679992 0.0016029259288932677 0.010792260198332702 -0.0078373140626395808 0.0021944302555437093
leaf_weight=65 73 56 54 53 52 72 58 234 57 221 53 53 60 63 1432 60 91 67 64 52
leaf_count=65 73 56 54 53 52 72 58 234 57 221 53 53 60 63 1432 60 91 67 64 52
internal_value=0 0.00369839 0.0082205 0.00653735 0.00396819 -0.000125408 0.00428369 0.00473535 0.000683663 0.00435578 0.00147698 -0.000403032 0.00490589 0 0.00526998 0.00380022 0.00329552 0.00551104 -0.00394065 0.00676342
internal_weight=0 2698 292 238 2633 188 2445 2172 273 2116 340 287 1776 123 1653 165 216 158 116 112
internal_count=2990 2698 292 238 2633 188 2445 2172 273 2116 340 287 1776 123 1653 165 216 158 116 112
is_linear=0
shrinkage=0.16829


Tree=6753
num_leaves=28
num_cat=0
split_feature=1 3 2 47 3 1 3 2 15 15 1 2 3 156 3 15 14 2 13 13 1446 15 3 2 2 15 13
split_gain=9.21965 1.84248 0.853391 0.485006 0.481993 0.66078 0.386893 0.319808 0.301972 0.354589 0.268642 0.236144 0.281093 0.185644 0.183228 0.169446 0.14555 0.140429 0.138346 0.191132 0.152466 0.132972 0.0953352 0.0866042 0.0707411 0.0409863 0.0327789
threshold=0.10684 -0.049204999999999992 0.092250000000000013 0.091930000000000012 -0.14088999999999999 0.088470000000000007 0.10166000000000001 -0.0098549999999999974 -0.0078249999999999986 0.092125000000000012 0.12200500000000002 0.13554000000000002 -0.0005399999999999999 0.083125000000000018 0.28833000000000003 0.120215 0.077140000000000014 0.10709500000000001 0.084770000000000026 0.0040450000000000009 0.084535000000000013 -0.088484999999999994 -0.080454999999999985 0.15616000000000005 0.085155000000000022 0.10189000000000002 -0.074044999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 7 11 -4 8 -7 -1 13 -10 17 12 -3 22 -14 25 18 -2 19 20 21 -9 -6 -13 -22 -11 -24
right_child=1 3 4 -5 5 6 -8 16 9 15 -12 23 14 -15 -16 -17 -18 -19 -20 -21 24 -23 26 -25 -26 -27 -28
leaf_value=0.00053384048241416542 0.00066578439292369444 -4.6995309006145209e-05 0.00082584973194607973 0.00033876443803470342 0.00073668818089584669 0.00016906463832515412 0.00054855366387334661 0.00065553192603889985 0.00032320514882421691 0.00060219258012914989 0.00031979706408163136 -0.0001707794239592197 0.00030594147942255602 0.00086527922703888871 6.023366175934489e-05 0.00045896023141522499 0.0009060795352691445 0.00044366634126566059 0.00087693353471061616 0.00058180562146609887 0.00092145831099890382 0.00074841295003513178 0.00066978607953476724 1.2710550173808047e-05 0.00076732100411707805 0.00072316594394333724 0.00057256657906162715
leaf_weight=81 82 75 96 79 98 62 56 215 65 60 65 52 80 54 57 61 63 52 80 87 73 907 65 60 67 77 121
leaf_count=81 82 75 96 79 98 62 56 215 65 60 65 52 80 54 57 61 63 52 80 87 73 907 65 60 67 77 121
internal_value=0 0.000235251 0.000692294 0.000106858 0.000605389 0.000575905 0.00034946 0.000737298 0.000620306 0.00053584 0.000495087 5.0204e-05 0.000115019 0.000685926 0.00020397 0.000605467 0.00074832 0.000579852 0.00074134 0.000733273 0.000743687 0.000730646 0.000651699 -7.21667e-05 0.000847944 0.000670442 0.000606731
internal_weight=0 602 2388 403 815 719 118 1573 601 263 199 324 212 338 137 198 1492 134 1429 1349 1262 1122 284 112 140 137 186
internal_count=2990 602 2388 403 815 719 118 1573 601 263 199 324 212 338 137 198 1492 134 1429 1349 1262 1122 284 112 140 137 186
is_linear=0
shrinkage=0.0032998


Tree=6754
num_leaves=18
num_cat=0
split_feature=4 15 158 474 0 1 12 0 0 1 0 1 0 1 1 0 4
split_gain=0.139064 0.332145 0.128945 0.127678 0.123985 0.161178 0.106783 0.0967289 0.119456 0.114569 0.133164 0.0778892 0.0645216 0.145894 0.0621252 0.0307903 0.028012
threshold=0.31392000000000003 -0.46772999999999992 0.09908500000000002 -0.031869999999999989 -0.021574999999999997 0.078320000000000015 0.080635000000000012 -0.22480499999999998 -0.15530999999999998 0.11690500000000002 -0.06537999999999998 0.13042000000000001 -0.05937499999999999 0.12448500000000001 0.080125000000000016 -0.091829999999999981 -0.0069049999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 3 -1 7 -6 -7 -5 -9 10 -10 -11 13 -3 16 -2 -4
right_child=1 12 14 4 5 6 -8 8 9 11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0098872992852912477 0.0053005694811362331 -0.0055525958370211733 0.0086727749242063619 -0.0019137370357217196 -0.0058967409407240604 -0.00023319608398764856 0.0094725792584330424 0.012206303342741738 0.004004582356643748 -0.0058382805954151325 0.0092366750375275312 0.0027539662444940908 -0.0076108651460622123 0.0057329109759940711 0.012480090286026743 0.011133808574672893 0.0031748285326291654
leaf_weight=99 54 86 56 73 84 83 52 53 1781 52 150 70 69 52 72 52 52
leaf_count=99 54 86 56 73 84 83 52 53 1781 52 150 70 69 52 72 52 52
internal_value=0 0.000513186 0.00426871 0.00395379 0.00370808 -0.000100947 0.00349202 0.00409173 0.00430075 0.00409578 0.00441194 -0.000893577 -0.00340368 -0.00128707 0.00862737 0.00817911 0.00604225
internal_weight=0 313 2677 2497 2398 219 135 2179 2106 2053 1931 122 207 138 180 106 108
internal_count=2990 313 2677 2497 2398 219 135 2179 2106 2053 1931 122 207 138 180 106 108
is_linear=0
shrinkage=0.16829


Tree=6755
num_leaves=19
num_cat=0
split_feature=1374 15 15 4 16 52 1212 15 2 157 1212 4 12 43 4 2 2 403
split_gain=0.307824 0.231028 0.368475 0.170591 0.160498 0.208012 0.213878 0.226579 0.161034 0.163197 0.155314 0.107464 0.167623 0.224988 0.135397 0.0998673 0.0937233 0.0833006
threshold=0.086000000000000007 -0.2987999999999999 -0.45775499999999997 -0.51843499999999987 -0.081324999999999995 0.51388500000000004 0.087685000000000013 0.091600000000000015 -0.046074999999999991 -0.077834999999999988 0.089185000000000014 -0.080324999999999994 0.090885000000000007 0.0034500000000000004 -0.082804999999999976 0.096080000000000013 0.10233000000000002 -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 16 -3 10 6 8 -8 -6 -10 11 14 15 -14 17 -13 -1 -5
right_child=-2 3 -4 4 5 -7 7 -9 9 -11 -12 12 13 -15 -16 -17 -18 -19
leaf_value=-0.0031474070713149263 0.012769061840569222 0.011874884159920676 -0.012335755852797352 0.00033881352960117757 0.010949848874844445 -0.0087609672369741345 -0.012982857014757864 0.0014966491860176211 -0.0015852179588182959 0.0031014677758655672 0.010998741551621295 0.0066044751146208721 -0.0070837363971898827 0.0044154067283869941 0.012197529982648813 0.0011088039219728169 0.0057342519706646651 0.0074849715457832641
leaf_weight=55 85 59 75 91 63 52 53 72 257 1150 93 240 101 92 83 155 86 95
leaf_count=55 85 59 75 91 63 52 53 72 257 1150 93 240 101 92 83 155 86 95
internal_value=0 0.00248696 -0.00280159 0.00291773 0.00271355 0.001707 0.0020494 -0.00462829 0.00261845 0.00224413 0.0044567 0.00374467 0.00246513 -0.00159297 0.00653492 0.00445249 0.00225703 0.00399839
internal_weight=0 2872 216 2656 2597 1647 1595 125 1470 1407 950 857 588 193 269 395 141 186
internal_count=2957 2872 216 2656 2597 1647 1595 125 1470 1407 950 857 588 193 269 395 141 186
is_linear=0
shrinkage=0.16829


Tree=6756
num_leaves=10
num_cat=0
split_feature=1 8 10 123 150 48 147 1375 4
split_gain=0.288855 0.140104 0.167491 0.131881 0.184289 0.138584 0.214408 0.197921 0.106691
threshold=0.15314500000000003 0.084325000000000011 -0.084514999999999993 0.09394000000000001 0.10373000000000002 -0.088899999999999993 1.0000000180025095e-35 -0.012944999999999998 0.0047050000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 7 -7 -6
right_child=-2 -3 3 -5 8 6 -8 -9 -10
leaf_value=0.011450617148046705 -0.0091387632770885061 -0.0059240731957190826 0.010825970628019188 -0.0042863755214383684 0.012827064543550357 0.011980383030418849 -0.0084860497376105567 0.0021863088320863318 0.0038945685490323683
leaf_weight=61 61 54 54 78 77 60 52 2384 76
leaf_count=61 61 54 54 78 77 60 52 2384 76
internal_value=0 0.00255726 0.00271904 0.00252687 0.00272415 0.00238279 0.0021994 0.00242749 0.00840175
internal_weight=0 2896 2842 2781 2703 2550 2496 2444 153
internal_count=2957 2896 2842 2781 2703 2550 2496 2444 153
is_linear=0
shrinkage=0.16829


Tree=6757
num_leaves=24
num_cat=0
split_feature=1 1 123 52 10 4 4 11 0 4 0 0 4 4 47 16 16 11 42 4 16 150 49
split_gain=17.3572 2.28383 1.28213 1.23322 0.882248 0.807051 0.745516 0.642601 0.853969 0.902518 1.13692 0.439005 0.486404 0.465158 0.437881 0.367151 0.314375 0.238549 0.220102 0.185122 0.149228 0.125993 0.110679
threshold=0.10921500000000002 0.13300500000000001 1.0000000180025095e-35 -0.11480999999999998 -0.020369999999999996 0.27998000000000006 0.27998000000000006 1.0000000180025095e-35 -0.068669999999999995 -0.37626499999999991 -0.034759999999999992 -0.10462499999999998 0.0019650000000000002 0.020110000000000006 0.09023500000000001 -0.018754999999999997 0.064455000000000012 0.084800000000000014 -0.059799999999999992 0.41377500000000006 -0.47730499999999992 1.0000000180025095e-35 0.092020000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 -3 7 -6 8 11 -10 18 12 -1 16 15 19 -13 -9 -11 -5 -14 -4 -15
right_child=1 4 21 14 6 -7 -8 17 9 10 -12 13 20 22 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00085554980129065854 0.0011244372478678116 -0.00011463688906116337 0.00091043150829537244 0.0007042175011139196 0.00067661089954421973 0.00077010180462798797 0.00019176809718555597 0.0015437367855707027 0.001274296565709292 0.001206455612307807 0.00048196075238922148 0.001242596903209316 0.0013172413489493547 0.00111688853977124 0.00079227407064861503 0.00026757980524261439 0.0010665437616064577 0.0012721499615764448 0.0009455904638638532 0.0004608640555008807 0.0010855802646968324 0.00067830637015719314 0.00092428789253373592
leaf_weight=86 54 59 53 71 53 55 100 63 96 52 56 1304 52 72 75 56 124 87 120 68 82 53 66
leaf_count=86 54 59 53 71 53 55 100 63 96 52 56 1304 52 72 75 56 124 87 120 68 82 53 66
internal_value=0 0.00049424 0.00115062 0.00066853 0.000227706 0.0011669 0.00035995 0.00117655 0.00116161 0.00100504 0.000891521 0.00118999 0.00105074 0.00120953 0.000577218 0.000494324 0.00122733 0.00138645 0.00102466 0.00058542 0.00117574 0.000794701 0.00102503
internal_weight=0 536 2421 324 212 2315 153 2260 2110 324 228 1786 220 1566 270 195 1428 150 172 139 134 106 138
internal_count=2957 536 2421 324 212 2315 153 2260 2110 324 228 1786 220 1566 270 195 1428 150 172 139 134 106 138
is_linear=0
shrinkage=0.0032998


Tree=6758
num_leaves=24
num_cat=0
split_feature=1 1 2 12 39 2 10 52 12 39 1 2 47 50 52 52 457 159 1452 2 484 52 12
split_gain=31.7478 4.71677 4.06272 3.48478 1.88118 1.40233 1.22332 0.807494 0.802388 0.63457 0.592826 0.492852 0.464195 0.367471 0.384744 0.363741 0.335126 0.262838 0.260764 0.178883 0.209623 0.162034 0.0914484
threshold=0.10910500000000002 0.13612500000000002 0.095850000000000005 0.086885000000000004 0.055555000000000007 -1.0000000180025095e-35 -0.020369999999999996 -0.55511499999999991 -0.042789999999999988 0.087880000000000014 0.10152500000000002 0.123795 0.087850000000000025 -0.11980499999999998 0.042815000000000006 0.27203000000000005 0.088850000000000026 -0.45963999999999994 1.0000000180025095e-35 0.089795000000000014 0.085225000000000009 -0.021309999999999996 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
left_child=2 3 5 9 7 -1 -3 -4 -8 21 11 13 -5 -9 -15 16 18 -17 19 20 -7 -2 -21
right_child=1 6 4 12 -6 15 8 10 -10 -11 -12 -13 -14 14 -16 17 -18 -19 -20 22 -22 -23 -24
leaf_value=0.0011946814674975482 0.00085649530627877272 -0.00023215567181501188 0.0017265554275721581 0.0010575637195472307 0.00080628190956898832 0.0016557371860827397 0.0001115061994278494 0.0016433146184592414 0.00065194163284532244 0.00035317568303886343 0.00099310008231511394 0.001053563579641576 0.0014494114546971697 0.0012318473327930801 0.0014499114297830723 0.0016288691340634012 0.0013772151889100063 0.0013457027578833761 0.001828211012522548 0.0014122966900580846 0.0015042506411771016 0.00062494689975545691 0.0015734614469885807
leaf_weight=97 55 56 55 68 81 978 66 53 55 85 60 57 66 173 188 59 61 99 72 53 117 88 215
leaf_count=97 55 56 55 68 81 978 66 53 55 85 60 57 66 173 188 59 61 99 72 53 117 88 215
internal_value=0 0.000612411 0.00149815 0.000828284 0.00127872 0.00158172 0.000170709 0.00134397 0.00035745 0.000579794 0.00130427 0.00134384 0.00125083 0.00138372 0.00134551 0.0016044 0.0016205 0.00145167 0.00163082 0.00162037 0.00163958 0.00071425 0.00154172
internal_weight=0 539 2418 362 667 1751 177 586 121 228 531 471 134 414 361 1654 1496 158 1435 1363 1095 143 268
internal_count=2957 539 2418 362 667 1751 177 586 121 228 531 471 134 414 361 1654 1496 158 1435 1363 1095 143 268
is_linear=0
shrinkage=0.0032998


Tree=6759
num_leaves=21
num_cat=0
split_feature=15 0 151 51 13 13 52 39 475 12 0 151 48 132 12 15 475 475 52 12
split_gain=0.201689 0.313944 0.230935 0.129466 0.166242 0.157199 0.134403 0.113597 0.108926 0.191299 0.107721 0.378382 0.105928 0.105783 0.108732 0.105669 0.104273 0.251614 0.0644929 0.026552
threshold=-0.2987999999999999 0.0040950000000000005 0.077805000000000013 0.088940000000000005 -0.023739999999999997 -0.16392499999999996 0.013340000000000001 0.089155000000000012 -0.06860999999999999 0.083535000000000012 -0.15651999999999996 -0.065174999999999983 0.087730000000000016 -0.085989999999999997 -0.090069999999999997 -0.058859999999999989 -0.082659999999999997 -0.084924999999999987 -0.023474999999999996 0.091065000000000021
decision_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 12 -2 -6 -1 9 -7 11 -10 15 19 -15 -5 17 -11 -4 -12
right_child=2 -3 18 4 6 8 -8 -9 10 16 13 -13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0062319788726965695 -0.0029212103518667454 -0.012228514152805155 0.016192458133649803 0.012236883886000732 0.00060589256350619138 -0.0060333795495579896 -0.0095261096874382639 -0.0025598476174364922 -0.00094479151821342112 0.0020132463416226449 -0.0028820762576733817 0.017918608086595806 -0.0012453250077884375 -0.0013274993975026263 0.0053839418393747873 0.0021194612434954577 -0.0021717735596225589 0.015702783201918976 0.0077530724497160254 0.0023947985990116364
leaf_weight=98 81 54 52 60 99 70 59 72 52 136 56 71 63 71 1587 58 60 53 53 52
leaf_count=98 81 54 52 60 99 70 59 72 52 136 56 71 63 71 1587 58 60 53 53 52
internal_value=0 -0.00104426 0.00420213 0.0038919 0.000816015 0.00434665 -0.00316621 0.00249781 0.00461408 0.00172918 0.00510031 0.00992923 0.00430213 0.00476297 0.00509546 0.00727914 0.00391865 0.00586162 0.0119497 -0.000324724
internal_weight=0 224 2733 2628 339 2289 158 170 2208 319 1889 123 181 1766 1658 118 249 189 105 108
internal_count=2957 224 2733 2628 339 2289 158 170 2208 319 1889 123 181 1766 1658 118 249 189 105 108
is_linear=0
shrinkage=0.16829


Tree=6760
num_leaves=17
num_cat=0
split_feature=4 43 34 44 12 43 4 52 41 151 2 151 0 2 13 0
split_gain=0.396866 0.20454 0.179772 0.214071 0.191153 0.266006 0.278072 0.270505 0.263802 0.218078 0.14874 0.112043 0.108444 0.253266 0.111611 0.0568408
threshold=0.50779500000000011 -0.049999999999999996 -0.083449999999999983 1.0000000180025095e-35 0.083885000000000015 0.0049250000000000014 -0.085189999999999974 0.08593000000000002 0.083975000000000008 0.015440000000000001 0.10134000000000001 0.0059200000000000008 -0.062714999999999979 0.08895500000000002 -0.087404999999999997 -0.029849999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 10 9 11 -8 15 12 14 -14 -6 -4
right_child=1 -3 3 -5 8 -7 7 -9 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=0.011219311498869579 0.0051296591864429227 0.017913226148255815 0.0070731604911923743 0.013049943233911739 0.00055033453724776264 -0.010659158645383273 0.0018968834683966086 -0.012202396514328539 -0.008726724119992757 -0.0087073822126510474 0.013907330224467718 0.010709106603132889 -0.010163860485757832 0.0027664702900119104 0.0043124018662891181 -0.00032076642337820733
leaf_weight=68 69 74 57 53 269 62 354 56 52 65 55 58 55 195 1349 60
leaf_count=68 69 74 57 53 269 62 354 56 52 65 55 58 55 195 1349 60
internal_value=0 0.0117575 0.00266437 0.0024514 0.00224168 -0.000126739 0.000879773 -0.00121646 0.00309153 0.000247542 0.00667923 0.00341155 0.003184 -7.10163e-05 0.00368805 0.00326605
internal_weight=0 143 2808 2740 2687 709 647 475 1978 419 172 1926 1868 250 1618 117
internal_count=2951 143 2808 2740 2687 709 647 475 1978 419 172 1926 1868 250 1618 117
is_linear=0
shrinkage=0.16829


Tree=6761
num_leaves=10
num_cat=0
split_feature=33 1 48 0 0 1374 15 15 1213
split_gain=0.329806 0.178878 0.215884 0.144526 0.490902 0.129022 0.133881 0.203604 0.0925512
threshold=0.085370000000000015 0.14828500000000003 -0.089974999999999986 -0.23395499999999997 -0.22163999999999998 0.086000000000000007 -0.078064999999999982 0.039965000000000007 0.067305000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 8 -8 -6
right_child=-2 -3 3 4 5 -7 7 -9 -10
leaf_value=0.012399857477709315 0.015620304697348816 0.01121582381482715 0.0098412033355037148 -0.013845571730017209 0.0041815887541587927 0.0096045828728603001 -0.0011011054766812411 0.0025548281340139764 -0.0030139882914931712
leaf_weight=57 54 63 64 56 749 63 723 1068 54
leaf_count=57 54 63 64 56 749 63 723 1068 54
internal_value=0 0.00233975 0.0021418 0.0019306 0.00174333 0.00207256 0.00188894 0.00107798 0.00369546
internal_weight=0 2897 2834 2777 2713 2657 2594 1791 803
internal_count=2951 2897 2834 2777 2713 2657 2594 1791 803
is_linear=0
shrinkage=0.16829


Tree=6762
num_leaves=27
num_cat=0
split_feature=1 3 0 3 4 3 2 1 2 2 1 43 0 4 124 52 13 0 4 48 43 0 0 4 3 43
split_gain=5.64915 1.35963 0.647242 0.604005 0.500587 0.443441 0.414168 0.444027 0.29891 0.433886 0.245015 0.292934 0.288433 0.221127 0.216186 0.18501 0.182957 0.180799 0.176292 0.221537 0.174102 0.133717 0.116906 0.0996181 0.0802482 0.042591
threshold=0.10398500000000001 -0.064349999999999991 -0.061204999999999989 0.086845000000000019 -0.060239999999999995 -0.115685 0.10393500000000001 0.11430000000000001 0.12068000000000001 -1.0000000180025095e-35 0.092395000000000019 -0.077449999999999977 -0.14755499999999996 0.032770000000000001 -0.0031349999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 -0.11742499999999999 -9.4999999999999992e-05 0.087645000000000015 -0.00045499999999999995 -0.14720499999999997 -0.036459999999999992 -0.50139499999999992 -0.078584999999999988 -0.011534999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 10 -3 -4 7 -2 9 -6 12 -12 -1 18 -10 24 22 -16 20 -20 -14 -11 -7 -18 -15 -13
right_child=1 4 5 -5 8 16 -8 -9 14 21 11 25 13 15 17 -17 23 -19 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.001118449413309052 0.001101639778246876 0.00071514759228249384 0.00053769532155213879 0.00064173691620133296 0.00027258334085909899 0.00082874747128539549 0.00058360718808641763 0.00069747753319418992 0.00044959564004008187 0.00047909454507177483 0.00063646817482884504 0.0009685719045715444 0.00094426614192316097 0.00083866819059625827 0.00031813538525288216 0.00093131428618250633 0.0010258305335233736 5.0606104469159204e-05 0.0011662162628955006 0.00089076610900397412 0.00084567168967485541 0.00069982830686297773 0.00060899701618274981 0.00081655400778094618 0.0006635681734365259 0.00084482630944663359
leaf_weight=87 53 56 85 91 79 58 98 69 52 63 71 61 1011 52 58 99 52 53 79 56 252 60 52 53 72 79
leaf_count=87 53 56 85 91 79 58 98 69 52 63 71 61 1011 52 58 99 52 53 79 56 252 60 52 53 72 79
internal_value=0 0.000533996 0.000884288 0.000905706 0.000423941 0.000740669 0.00074444 0.000873345 0.000379167 0.000464244 0.000918205 0.000810824 0.00093145 0.000921391 0.000273518 0.00082358 0.000820751 0.000190714 0.000936969 0.00105222 0.000924622 0.000587056 0.000725186 0.000920531 0.000737281 0.000898996
internal_weight=0 641 2310 2010 421 300 220 122 365 202 1919 211 1708 1621 163 223 215 111 1398 135 1263 123 110 105 124 140
internal_count=2951 641 2310 2010 421 300 220 122 365 202 1919 211 1708 1621 163 223 215 111 1398 135 1263 123 110 105 124 140
is_linear=0
shrinkage=0.0032998


Tree=6763
num_leaves=13
num_cat=0
split_feature=33 48 34 9 2 43 16 159 3 48 3 403
split_gain=0.219138 0.11712 0.112294 0.106838 0.110599 0.146195 0.237488 0.161908 0.187014 0.161234 0.115135 0.081587
threshold=0.085370000000000015 -0.089974999999999986 -0.05547499999999999 0.08542000000000001 0.15616000000000005 -0.020034999999999994 -0.071444999999999995 0.085545000000000024 -0.086659999999999987 0.091775000000000009 0.096440000000000012 -0.52445499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 11 8 -7 -8 -9 -4
right_child=-2 2 3 -5 -6 7 9 10 -10 -11 -12 -13
leaf_value=0.010011325264471023 0.013409051080202515 -0.003947116848774297 0.00068867197710275631 0.010023964171334781 0.0082605723478137039 -0.0039753228496478164 0.0025860044389313559 0.0091055171286635629 0.0013635710839583219 -0.0044794051825275015 -0.00045470949512211234 0.0070954841937832776
leaf_weight=59 54 76 65 54 90 238 751 107 847 104 53 453
leaf_count=59 54 76 65 54 90 238 751 107 847 104 53 453
internal_value=0 0.00258028 0.00242516 0.00260116 0.00245248 0.00225212 0.00345014 0.000929488 0.000190803 0.00172448 0.00592746 0.00629501
internal_weight=0 2897 2838 2762 2708 2618 1373 1245 1085 855 160 518
internal_count=2951 2897 2838 2762 2708 2618 1373 1245 1085 855 160 518
is_linear=0
shrinkage=0.16829


Tree=6764
num_leaves=31
num_cat=0
split_feature=3 2 2 2 150 15 2 14 3 15 3 52 3 2 42 2 42 15 3 1446 49 42 42 42 3 2 15 15 52 52
split_gain=8.64516 2.60753 2.57217 1.78239 1.19755 0.87137 0.847967 0.803266 0.788625 0.778223 0.676808 0.900342 0.462571 0.449267 0.366992 0.214411 0.211525 0.202023 0.244796 0.193803 0.154162 0.129654 0.110463 0.109663 0.0974331 0.0836422 0.0769675 0.0758321 0.0647243 0.0280038
threshold=-0.049204999999999992 0.097110000000000016 0.11693000000000002 -1.0000000180025095e-35 0.088690000000000005 -0.10271999999999999 0.13554000000000002 0.076450000000000004 -0.13117499999999996 0.025430000000000005 -0.097199999999999995 -0.090304999999999983 0.25089000000000006 0.10334500000000001 0.098705000000000001 0.091235000000000024 0.088305000000000008 -0.080724999999999977 -0.079634999999999997 1.0000000180025095e-35 0.083250000000000005 0.079335000000000003 -0.092104999999999979 0.090775000000000008 -0.094334999999999988 0.088005000000000014 -0.084454999999999988 0.10127500000000002 0.08321000000000002 0.090885000000000007
decision_type=2 2 2 2 2 2 2 2 2 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 9 -2 10 8 -1 13 11 -3 14 20 26 16 22 -12 -19 23 25 -17 28 -18 -24 -5 -4 -20 -10 -23
right_child=2 6 12 4 -6 -7 -8 -9 15 -11 17 -13 -14 -15 -16 21 19 18 27 -21 -22 29 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00097952961361427054 0.00034172223609442686 0.0011591906294662897 0.00065281288581298092 0.0011818549187199263 0.00063639935285860817 0.00086995197478787769 0.00065037696985812278 0.0016450374931782101 0.0011794096210832987 0.0014980165162641742 0.0010227676055701695 0.00065043067257700084 0.00031151956379983875 0.00087846664180398664 0.00041055947755248525 0.0010691782220649587 0.001366265474273227 0.0013778516349648455 0.0010602393096583679 0.0010546552705771749 0.0013042163126586622 0.0011968439499769898 0.0014859906107353429 0.0012339784398709881 0.0013423774839497883 0.00101072692829331 0.00083789110106436771 0.0012310434399353568 0.0013234278130212498 0.0013020737104005426
leaf_weight=94 65 72 52 66 63 72 61 67 75 54 81 81 73 96 55 67 104 72 73 53 57 70 61 249 693 69 52 54 78 72
leaf_count=94 65 72 52 66 63 72 61 67 75 54 81 81 73 96 55 67 104 72 73 53 57 70 61 249 693 69 52 54 78 72
internal_value=0 0.00122723 0.000821029 0.000945566 0.00105575 0.000619589 0.0010161 0.00128918 0.0012744 0.00113289 0.00106754 0.000890077 0.000529931 0.00106431 0.000629986 0.00129259 0.0013085 0.00116439 0.00122186 0.00124463 0.00115705 0.00119251 0.00133705 0.00127305 0.00135404 0.00109465 0.000745691 0.00113314 0.00125306 0.00125045
internal_weight=0 2177 774 542 405 137 494 1683 1616 342 433 153 232 288 159 1522 1313 280 199 406 192 209 907 353 754 135 104 127 153 142
internal_count=2951 2177 774 542 405 137 494 1683 1616 342 433 153 232 288 159 1522 1313 280 199 406 192 209 907 353 754 135 104 127 153 142
is_linear=0
shrinkage=0.0032998


Tree=6765
num_leaves=25
num_cat=0
split_feature=1 3 3 0 4 1 3 457 0 159 0 40 4 12 12 1213 12 0 42 12 4 42 16 0
split_gain=0.163679 0.240103 0.23868 0.262408 0.219839 0.211958 0.19346 0.186643 0.180899 0.14326 0.142454 0.122884 0.120237 0.117323 0.115279 0.132814 0.117922 0.11715 0.11587 0.118232 0.115223 0.108487 0.077343 0.0567509
threshold=0.095920000000000019 -0.11372999999999998 -0.0031199999999999995 0.040570000000000002 -0.15615999999999999 0.087960000000000024 -0.15105999999999997 0.084740000000000024 -0.021574999999999997 0.0089800000000000019 -0.036459999999999992 -0.08347499999999998 -0.057674999999999997 -0.081654999999999991 0.083785000000000012 -0.075109999999999982 0.093185000000000004 -0.084044999999999995 -0.13719999999999996 0.096990000000000007 -0.016894999999999997 0.073240000000000013 -0.074904999999999985 0.12366000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 6 -3 12 -1 8 9 11 -2 -6 -4 -13 20 16 17 -16 -17 -20 -8 -22 -11 -12
right_child=1 4 5 -5 7 -7 14 -9 -10 22 23 13 -14 -15 15 18 -18 -19 19 -21 21 -23 -24 -25
leaf_value=0.013742930855298799 0.014952695361195418 0.010142381549664091 0.01238724652194876 -0.0051552976563917809 -0.0044501864984810707 0.019371839804650331 0.013968556777982675 -0.0082263017837662499 -0.0084361084473426572 0.0012381746945203716 0.0008237589794341094 0.0099791950442415789 0.0021501601172835812 0.0026546479103541532 0.0020977718663096091 0.011730021151852109 0.0074050945321780092 -0.0056908088741743339 0.0049306334138877854 0.00070562854258758817 0.01064711504464534 0.00011423569297804416 -0.0074291419012065818 0.0083885109701969506
leaf_weight=63 53 63 60 82 52 54 65 74 55 53 61 80 72 280 125 60 55 97 1003 232 52 60 64 53
leaf_count=63 53 63 60 82 52 54 65 74 55 53 61 80 72 280 125 60 55 97 1003 232 52 60 64 53
internal_value=0 0.00197922 0.00471262 0.00414611 0.000644697 0.0104716 0.00456803 -0.000261925 0.000744183 0.00170205 0.0077301 0.00318016 0.00681699 0.00428732 0.00423652 0.00377596 0.000424163 -0.00129725 0.00449153 0.0041384 0.00831669 0.00502054 -0.00348757 0.00435646
internal_weight=0 888 2080 1894 721 186 1812 658 584 529 167 412 132 360 1749 1572 277 222 1295 1235 177 112 117 114
internal_count=2968 888 2080 1894 721 186 1812 658 584 529 167 412 132 360 1749 1572 277 222 1295 1235 177 112 117 114
is_linear=0
shrinkage=0.16829


Tree=6766
num_leaves=17
num_cat=0
split_feature=13 123 14 16 457 16 13 11 49 16 124 123 1447 16 11 151
split_gain=5.96494 5.71868 2.87045 2.4525 0.524634 0.498449 0.417417 0.360747 0.332331 0.25344 0.202272 0.247795 0.196711 0.145745 0.113217 0.0447329
threshold=-0.27740999999999993 0.080635000000000012 -0.31108499999999994 -0.27637999999999996 0.082870000000000013 -0.15190499999999998 -0.009244999999999998 1.0000000180025095e-35 0.13110000000000002 -0.0070549999999999996 -0.076164999999999983 0.088305000000000008 -0.082844999999999988 -0.50069999999999992 0.087325000000000014 -0.0008699999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 6 7 -1 13 8 12 -6 11 -3 -5 -4 -9 -8
right_child=1 10 3 4 9 -7 15 14 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00025100432911853482 0.00046582079544166841 0.00065339287796227215 0.0011153172595349818 0.0013617071169140153 0.0011582952776159187 0.00062795385907684926 0.00084298192695582712 0.0015050270399720037 0.0010057703048105104 0.00086943820278384749 0.00076626616002851251 0.00036954236827226012 0.0012274577586560498 0.00088882100518870594 0.0013104237058173807 0.00071611529106423437
leaf_weight=66 61 98 83 133 75 92 57 67 72 62 76 52 1765 53 74 82
leaf_count=66 61 98 83 133 75 92 57 67 72 62 76 52 1765 53 74 82
internal_value=0 0.00113004 0.00117408 0.00119119 0.00122722 0.000470717 0.000896567 0.00124014 0.00122845 0.00102783 0.000626351 0.000555226 0.00123688 0.00102731 0.00140314 0.000768393
internal_weight=0 2810 2584 2523 2248 158 275 2111 1970 137 226 150 1898 136 141 139
internal_count=2968 2810 2584 2523 2248 158 275 2111 1970 137 226 150 1898 136 141 139
is_linear=0
shrinkage=0.0032998


Tree=6767
num_leaves=25
num_cat=0
split_feature=4 2 12 4 3 4 12 2 3 2 3 4 2 0 159 159 49 4 43 399 2 0 2 151
split_gain=11.1227 4.01063 2.88585 1.2672 1.58971 0.641609 0.591116 0.548335 0.545534 0.532956 0.515622 0.628929 0.422217 0.396897 0.308212 0.57634 0.269218 0.24369 0.187728 0.175556 0.146441 0.137781 0.211211 0.134165
threshold=0.31392000000000003 0.14870000000000003 -1.0000000180025095e-35 -0.047714999999999987 0.10021000000000001 -0.0034749999999999994 0.083785000000000012 -1.0000000180025095e-35 -0.082634999999999986 0.099845000000000003 -0.14088999999999999 -0.10023999999999998 0.10052500000000002 -0.07106999999999998 0.024100000000000003 0.10194000000000002 0.011845000000000001 0.48395000000000005 -0.077449999999999977 0.086730000000000015 0.093320000000000014 -0.086244999999999974 0.096435000000000007 -0.0060399999999999994
decision_type=2 2 2 2 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 9 7 21 -1 -2 14 12 -12 -8 17 23 -16 -11 -10 -18 -13 -7 -4 -23 -5
right_child=8 -3 3 4 -6 20 10 -9 13 16 11 19 -14 -15 15 -17 18 -19 -20 -21 -22 22 -24 -25
leaf_value=0.00032768215431112956 0.00065144936421373167 0.0002889122590387084 0.0015112901463424566 0.0010119745494248762 0.00057965352898962474 0.0010522583411769237 0.0016003106925441626 0.00076446324661667018 0.00030931743904560882 0.00076630694818128394 0.00078792390390099035 0.0011456491304051371 0.0011985624413906502 0.00015232182882266265 0.001450605569547736 0.0010616979820291857 0.001156025816427144 0.00055752030308765137 0.00090094851062736282 0.0012908101637538331 0.00081090222490967743 0.0011620734702246283 0.0014414382024707513 0.0011170875397026273
leaf_weight=52 94 70 58 205 75 57 52 80 82 74 52 763 66 74 79 90 60 93 71 108 57 58 65 433
leaf_count=52 94 70 58 205 75 57 52 80 82 74 52 763 66 74 79 90 60 93 71 108 57 58 65 433
internal_value=0 0.00106885 0.0010902 0.00112643 0.00104421 0.00075001 0.00119953 0.000592665 0.000436814 0.00107861 0.00116904 0.00114256 0.0013759 0.000355645 0.00111699 0.0012437 0.000927347 0.000441421 0.00101805 0.00116369 0.000931889 0.00137469 0.00130999 0.00108337
internal_weight=0 2625 2555 2309 1087 246 1222 132 343 1012 1041 923 118 249 807 169 205 175 131 871 114 181 123 638
internal_count=2968 2625 2555 2309 1087 246 1222 132 343 1012 1041 923 118 249 807 169 205 175 131 871 114 181 123 638
is_linear=0
shrinkage=0.0032998


Tree=6768
num_leaves=20
num_cat=0
split_feature=2 15 124 2 447 2 2 52 49 15 42 52 51 15 15 15 16 16 16
split_gain=7.46507 4.68585 2.36872 1.36674 0.865323 0.852379 0.806586 0.762528 0.53524 0.444318 0.371906 0.312616 0.293053 0.285971 0.257162 0.253135 0.142991 0.0957292 0.0433481
threshold=0.12026500000000001 -0.38214499999999996 -0.080429999999999988 0.099845000000000003 0.085135000000000016 0.14808000000000002 -0.0050599999999999994 -0.45635499999999996 -0.06017999999999999 -0.12776499999999999 0.086700000000000013 0.089455000000000021 -0.23827499999999999 -0.049344999999999993 -0.15300999999999995 1.0000000180025095e-35 -0.0024749999999999993 0.62759500000000001 -0.15190499999999998
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 12 9 -3 17 -9 18 -7 16 -4 -11 -14 -16 -10 -5 -2
right_child=5 2 3 7 -6 10 -8 8 11 13 -12 -13 14 -15 15 -17 -18 -19 -20
leaf_value=0.00036864872458298043 0.00059297192215864304 0.00033349005303700733 0.00093389918660838063 0.0010848414515778472 0.0007638066029543258 0.00021778680649420812 0.00086543878154562797 0.00057729231539887398 0.00091240665577141324 0.0010051139547849262 0.00057083976091091681 0.0010753233787026075 0.001356184618483117 0.000668964947128028 0.0011155389162146271 0.0011970114892350787 0.00071102894088621621 0.0012890572531101233 0.00045372468191755586
leaf_weight=103 53 52 61 54 62 88 78 58 115 52 52 101 79 61 769 963 61 54 52
leaf_count=103 53 52 61 54 62 88 78 58 115 52 52 101 79 61 769 963 61 54 52
internal_value=0 0.00105896 0.00108731 0.00111105 0.001149 0.000550612 0.00065293 0.000945275 0.000867152 0.000679815 0.000349172 0.000927717 0.00116174 0.000823965 0.0011694 0.00116086 0.000842811 0.00118728 0.000524347
internal_weight=0 2610 2507 2377 1934 358 130 443 335 218 140 277 1872 113 1811 1732 176 108 105
internal_count=2968 2610 2507 2377 1934 358 130 443 335 218 140 277 1872 113 1811 1732 176 108 105
is_linear=0
shrinkage=0.0032998


Tree=6769
num_leaves=25
num_cat=0
split_feature=2 15 11 2 52 13 16 475 16 13 43 15 15 13 52 2 16 15 16 12 16 16 12 13
split_gain=0.241661 0.373469 0.335891 0.238947 0.208373 0.207661 0.185299 0.178257 0.176829 0.173904 0.153119 0.140465 0.221305 0.149318 0.130559 0.124516 0.250348 0.233998 0.118971 0.117226 0.101093 0.157795 0.125891 0.0732977
threshold=0.094905000000000017 -0.42075999999999997 0.078065000000000009 -0.084369999999999987 -0.45635499999999996 -0.10939499999999998 -0.037309999999999989 -0.085774999999999976 0.0054050000000000009 -0.087404999999999997 -0.12118 0.084535000000000013 -0.085259999999999989 -0.064249999999999988 0.08673500000000002 0.11366500000000002 0.18879500000000002 -0.025879999999999997 -0.095264999999999989 0.092395000000000019 -0.23389999999999997 -0.090614999999999987 -1.0000000180025095e-35 -0.032959999999999996
decision_type=2 2 2 2 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 19 -5 10 -7 -8 14 -6 12 20 -14 -9 16 -10 23 -11 -2 22 -22 -12 -17
right_child=4 2 -4 5 6 7 8 9 15 18 11 -13 13 -15 -16 17 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=-0.0059375467305654659 0.015780484877752434 -0.003490505926850007 0.018488990735193521 0.017335048749989694 0.012327377650248834 -0.00047392774643007738 -0.0069957609590303241 0.0060046695076310689 0.013183357603729365 0.012140756310895492 0.011364731729928355 -0.0021493948842432361 0.0046740092145210518 0.016616863513567795 -0.0021829203155665743 -0.0010597723157914195 -0.0016824334718346435 -0.010580477819154523 0.0072720220075017349 0.0057320233501984659 -0.0084019602389253985 0.0045193833989766235 0.0008236364584912404 0.0076186325316074648
leaf_weight=64 53 63 71 54 64 92 86 144 63 163 55 97 57 63 89 58 65 53 1188 89 52 55 78 52
leaf_count=64 53 63 71 54 64 92 86 144 63 163 55 97 57 63 89 58 65 53 1188 89 52 55 78 52
internal_value=0 0.00668766 0.0071221 0.00667099 0.00350011 0.00704207 0.00255011 0.00670937 -0.000287273 0.00712771 0.00460672 0.00352156 0.00505455 0.010959 0.00286951 0.00168913 0.00562029 -0.00138689 0.00786077 0.00949516 0.00209485 -0.00174336 0.00519624 0.00302641
internal_weight=0 1928 1864 1793 1040 1730 898 1676 377 1584 521 457 360 120 233 291 128 163 1351 142 240 107 133 110
internal_count=2968 1928 1864 1793 1040 1730 898 1676 377 1584 521 457 360 120 233 291 128 163 1351 142 240 107 133 110
is_linear=0
shrinkage=0.16829


Tree=6770
num_leaves=13
num_cat=0
split_feature=3 15 42 14 15 50 3 43 4 42 15 157
split_gain=0.36772 0.221289 0.171271 0.140986 0.132469 0.157774 0.141103 0.126393 0.178177 0.125363 0.0844657 0.049104
threshold=0.31966500000000003 -0.42075999999999997 0.13800000000000004 -0.10523499999999998 -0.14151499999999997 0.13584500000000002 -0.016814999999999997 -0.50360999999999989 -0.4950449999999999 0.091785000000000019 -0.19153499999999998 -0.0066899999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 6 7 10 -6 11 -10 -3 -9
right_child=-2 2 -4 -5 5 -7 -8 8 9 -11 -12 -13
leaf_value=0.003670087137245369 -0.0073878252571580949 0.016846786954209464 -0.0037479875520093973 -0.0074496239800157472 -0.0037252002963706165 0.013598279466109548 0.0025789940089277572 0.0064902422034017982 0.0035677149734184882 0.0066518873151359317 0.0082092496388049222 0.013223287127984951
leaf_weight=59 77 62 66 71 53 54 63 52 1792 474 69 80
leaf_count=59 77 62 66 71 53 54 63 52 1792 474 69 80
internal_value=0 0.00438729 0.00470655 -0.00238917 0.00491395 0.00458441 0.00915984 0.00438509 0.00456509 0.00421365 0.012311 0.0105845
internal_weight=0 2895 2765 130 2699 2505 194 2451 2398 2266 131 132
internal_count=2972 2895 2765 130 2699 2505 194 2451 2398 2266 131 132
is_linear=0
shrinkage=0.16829


Tree=6771
num_leaves=32
num_cat=0
split_feature=12 12 3 123 40 133 3 12 16 16 0 3 16 376 50 16 400 12 133 16 0 151 11 12 0 12 160 12 133 12 16
split_gain=12.7761 4.05876 3.05214 3.22891 1.47807 1.33943 1.68428 1.24431 1.72597 0.735649 0.60132 0.405079 0.631517 0.387133 0.345625 0.272801 0.248686 0.225142 0.224469 0.272103 0.218761 0.205164 0.424132 0.180208 0.1781 0.150025 0.0969294 0.0621316 0.0480297 0.028737 0.0269933
threshold=0.056995000000000011 0.14523000000000003 0.28833000000000003 0.080635000000000012 1.0000000180025095e-35 -1.0000000180025095e-35 0.10402500000000002 0.098785000000000012 -0.20132999999999998 -0.14037499999999997 -0.21196999999999996 -0.0024599999999999995 -0.08267999999999999 0.084435000000000024 0.08568000000000002 -0.073554999999999995 -0.082584999999999978 0.087545000000000026 -0.14785999999999996 -0.092484999999999984 -0.108275 -0.064619999999999983 0.08184000000000001 0.093315000000000023 -0.077944999999999987 0.088665000000000008 -1.0000000180025095e-35 0.10312 0.085285000000000014 0.11296000000000002 -0.086219999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 5 -1 11 14 -9 -5 -8 -7 -13 -11 16 30 -2 18 -18 -20 -4 -19 -23 24 25 28 -17 -28 -16 -29 -10
right_child=1 -3 20 9 -6 6 10 8 15 13 -12 12 -14 -15 23 26 17 21 19 -21 -22 22 -24 -25 -26 -27 27 29 -30 -31 -32
leaf_value=0.00065074107103259564 0.0014764978300607432 0.00037634834456996537 0.00041019799681884513 0.00027836856291336081 0.00053377634806732975 0.0011202270105306988 0.00061736801682057659 0.00057973609647004405 0.001287259163698035 0.00052237778807107365 0.001076851721587706 0.0011512246099651339 0.0015989099460537446 0.0008831449250623235 0.0015354180924390204 0.001036616340065556 0.001548389867044898 0.0010558638801945587 0.0011344078008274005 0.0013500907365483201 0.00012281932393196047 0.0012372741386019353 0.0015267735156131495 0.0012596064561480166 0.0016270889959344014 0.0013096422013635684 0.0012823408947445025 0.0010782072095776279 0.0014054902976372468 0.0012000239011512885 0.0014084113956939002
leaf_weight=65 83 55 66 82 61 62 58 56 54 77 68 54 98 57 85 71 52 58 78 416 52 597 62 71 53 101 56 54 66 52 52
leaf_count=65 83 55 66 82 61 62 58 56 54 77 68 54 98 57 85 71 52 58 78 416 52 597 62 71 53 101 56 54 66 52 52
internal_value=0 0.00126223 0.000774301 0.000859107 0.00101377 0.00108598 0.00116908 0.00128523 0.00111762 0.000525273 0.000865623 0.00134759 0.0014401 0.000676101 0.00132366 0.00120637 0.00129863 0.00128691 0.00133829 0.00131611 0.000283855 0.00124773 0.00126456 0.00141318 0.00144881 0.00141118 0.00114224 0.00118831 0.00147886 0.0011383 0.00134702
internal_weight=0 2172 800 682 466 405 340 2117 395 216 126 214 152 134 1722 339 1346 1263 546 494 118 717 659 376 305 252 233 162 151 106 106
internal_count=2972 2172 800 682 466 405 340 2117 395 216 126 214 152 134 1722 339 1346 1263 546 494 118 717 659 376 305 252 233 162 151 106 106
is_linear=0
shrinkage=0.0032998


Tree=6772
num_leaves=25
num_cat=0
split_feature=1 47 124 2 3 150 42 3 41 48 2 52 3 52 52 43 130 2 124 3 133 1 49 474
split_gain=13.6957 1.97808 1.37659 1.11416 0.774574 0.69688 0.670355 0.665795 0.47462 0.430626 0.33196 0.294634 0.435468 0.290955 0.415183 0.269889 0.236782 0.226438 0.220911 0.211949 0.16868 0.125906 0.123365 0.0896339
threshold=0.11156000000000001 0.08593000000000002 -0.048219999999999992 0.10060500000000001 -0.036264999999999992 1.0000000180025095e-35 -1.0000000180025095e-35 0.31819000000000003 0.080335000000000018 -0.07965499999999999 0.13881000000000002 -0.41694999999999993 -0.084014999999999992 -0.10201499999999998 -0.047784999999999987 -0.081454999999999986 -0.0087849999999999977 0.10644500000000001 -0.076164999999999983 -0.037084999999999993 0.088035000000000016 0.09717000000000002 -0.029519999999999998 0.059400000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 6 8 -3 11 -1 10 9 -4 18 21 -13 20 15 -15 -16 -14 -2 -19 23 -5 -20 -11
right_child=1 4 3 5 -6 -7 -8 -9 -10 13 -12 12 17 14 16 -17 -18 19 22 -21 -22 -23 -24 -25
leaf_value=0.00092418401884365796 0.0001640737531485069 0.00089538561033227621 0.00074535786190026837 0.00090649430889047687 0.00042258825433256727 0.00049055627482739908 0.00044879941165390952 -8.6846755137519885e-05 0.0013089510491765515 0.0011180008079881743 8.4274484956130036e-05 0.00054830604105084982 0.0010315447134885871 0.00065483952169565829 0.001135302568078864 0.00094402023655631941 0.00099678507472409326 0.00089589730837908864 0.00053047121730968546 0.00063298979432322669 0.00097348928716533612 0.0011126196951558752 0.00033917784914219186 0.0012842563218568165
leaf_weight=53 53 79 70 71 73 58 84 64 57 106 68 54 74 60 156 89 1203 100 60 52 63 65 100 60
leaf_count=53 53 79 70 71 73 58 84 64 57 106 68 54 74 60 156 89 1203 100 60 52 63 65 100 60
internal_value=0 0.000354808 0.000955187 0.000974053 0.00066855 0.000830787 0.000632964 0.000216478 0.00101047 0.00100103 0.000285688 0.000878138 0.000816263 0.00101131 0.000994465 0.000827808 0.00101271 0.000880133 0.000349824 0.000806187 0.00112211 0.00100527 0.000411133 0.00117831
internal_weight=0 497 2475 2338 152 474 137 345 1864 1807 281 416 280 1737 1508 149 1359 226 213 152 229 136 160 166
internal_count=2972 497 2475 2338 152 474 137 345 1864 1807 281 416 280 1737 1508 149 1359 226 213 152 229 136 160 166
is_linear=0
shrinkage=0.0032998


Tree=6773
num_leaves=12
num_cat=0
split_feature=15 15 1456 484 481 484 403 1429 12 16 12
split_gain=0.268903 0.140826 0.140886 0.186416 0.193159 0.214707 0.115152 0.12203 0.0991765 0.0969645 0.0307601
threshold=-0.24211499999999997 0.15555500000000003 -0.23978499999999997 0.11749000000000001 -0.074254999999999988 -0.081534999999999982 -0.5407249999999999 -0.0065149999999999991 0.083985000000000018 -0.40885499999999991 -0.075604999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 4 5 -4 -6 -8 -9 10 -1
right_child=1 -3 3 -5 6 -7 7 8 -10 -11 -12
leaf_value=0.0048833072755140056 0.014247462324904205 -0.002023129810162868 0.0052860060543318994 -0.0042079410675821046 0.012415815703583476 0.01673523199682582 0.010663677062719283 0.0029400168149842322 0.0054374970880725773 -0.004526063997272024 -0.00041550462315617903
leaf_weight=68 52 71 97 56 61 90 103 635 1581 102 56
leaf_count=68 52 71 97 56 61 90 103 635 1581 102 56
internal_value=0 0.00535579 0.00555231 0.00537925 0.0055891 0.0108059 0.00517845 0.0049873 0.00472265 -0.00067638 0.00247581
internal_weight=0 2746 2675 2623 2567 187 2380 2319 2216 226 124
internal_count=2972 2746 2675 2623 2567 187 2380 2319 2216 226 124
is_linear=0
shrinkage=0.16829


Tree=6774
num_leaves=18
num_cat=0
split_feature=1 47 156 1 13 13 1 3 3 1429 1 47 457 401 1 1 13
split_gain=0.295709 0.146135 0.136515 0.174813 0.244354 0.124336 0.1022 0.109922 0.136975 0.162007 0.146018 0.184574 0.117106 0.124926 0.101397 0.10081 0.0752206
threshold=0.11156000000000001 0.089575000000000016 0.088295000000000012 0.13385500000000003 -0.074044999999999986 -0.16140499999999997 0.10790500000000001 0.10402500000000002 -0.07798999999999999 0.084895000000000012 0.10264000000000002 0.082930000000000018 0.086205000000000018 0.086390000000000008 0.14860500000000001 0.12381000000000002 0.011265000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 7 8 9 12 11 16 13 -7 -5 -3 -10
right_child=1 15 -4 14 -6 6 -8 -9 10 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.00314125325425808 0.00015251302368814228 0.0094305540719959186 0.0057253822905454169 0.0046204272074023556 -0.013477597394000925 0.0028345728159666979 0.01226432353045526 -0.0027188125964773681 0.0071329785248536778 0.010676452549331306 -0.0016861720260735666 0.015262554374084461 0.011088608311678317 0.008192443507910244 -0.0045971986922105123 0.00046472956769588541 0.00057649496828016372
leaf_weight=54 70 70 61 90 79 1271 54 53 563 100 52 78 58 137 54 73 55
leaf_count=54 70 70 61 90 79 1271 54 53 563 100 52 78 58 137 54 73 55
internal_value=0 0.000322819 -0.00150741 -0.00301934 -0.00706213 0.00482505 0.00500348 0.00483707 0.00501091 0.00411321 0.00688793 0.0075311 0.00366428 0.00335718 0.00115134 0.00486616 0.00655238
internal_weight=0 497 354 293 149 2475 2421 2367 2314 1566 748 696 1466 1408 144 143 618
internal_count=2972 497 354 293 149 2475 2421 2367 2314 1566 748 696 1466 1408 144 143 618
is_linear=0
shrinkage=0.16829


Tree=6775
num_leaves=24
num_cat=0
split_feature=1 1 52 39 12 14 1 4 0 4 47 0 10 12 52 0 12 52 1 4 12 12 156
split_gain=17.101 3.76105 2.24253 1.93256 1.16692 0.976594 0.762584 0.73052 0.653306 0.513461 0.501133 0.498864 0.438615 0.355476 0.283414 0.444206 0.260294 0.226984 0.217962 0.213475 0.177516 0.172771 0.0168432
threshold=0.10398500000000001 0.13662500000000002 -0.41694999999999993 1.0000000180025095e-35 0.088365000000000013 0.073890000000000011 0.088035000000000016 0.24099500000000004 -0.079119999999999982 0.25367000000000006 0.098205000000000015 -0.13619499999999998 -0.0062549999999999993 -1.0000000180025095e-35 -0.45635499999999996 0.051660000000000005 -0.042789999999999988 -0.15086999999999998 0.082135000000000014 0.25759000000000004 0.089765000000000025 -0.088999999999999982 0.10533500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 10 7 -5 8 11 -6 13 -1 -3 21 22 18 -14 -13 -16 -15 -19 -4 -10
right_child=1 12 4 6 9 -7 -8 -9 14 -11 -12 17 16 19 15 -17 -18 20 -20 -21 -22 -23 -24
leaf_value=0.0013362424159583228 0.0015837028512751378 0.00023596649125300258 0.00079918149500924588 0.0013445438128594806 0.0013895807315385993 0.0018734145026602139 0.00083846212710602102 0.0011994352045889909 0.0016532718113855794 0.0009677970411657615 0.0011408903908511625 0.0014314632191909189 0.00043687142196517084 0.00075266835598864509 0.0013950725010156769 0.0011610602866226106 0.00075455182571090016 0.0016279020319225109 0.0015422715757250839 0.0010334720098944378 0.0015326442878140902 0.00055179734382620528 0.0015484817489858204
leaf_weight=95 73 55 56 72 78 86 60 79 52 54 52 98 57 54 329 69 57 793 175 69 315 72 56
leaf_count=95 73 55 56 72 78 86 60 79 52 54 52 98 57 54 329 69 57 793 175 69 315 72 56
internal_value=0 0.000905855 0.00104777 0.0015033 0.000957755 0.00152717 0.00111477 0.0015127 0.00152517 0.0012173 0.000844569 0.00156883 0.000479052 0.00078304 0.00144173 0.00141197 0.000596021 0.00158712 0.00144625 0.000910479 0.00160085 0.000660303 0.00159926
internal_weight=0 677 508 2279 435 2147 132 2061 1982 132 303 1301 169 251 681 573 114 1206 504 123 1108 128 108
internal_count=2956 677 508 2279 435 2147 132 2061 1982 132 303 1301 169 251 681 573 114 1206 504 123 1108 128 108
is_linear=0
shrinkage=0.0032998


Tree=6776
num_leaves=30
num_cat=0
split_feature=4 3 3 40 12 51 124 3 15 4 3 4 3 42 3 15 4 4 4 15 13 52 13 13 42 160 42 160 51
split_gain=30.8728 9.26173 3.09649 2.01904 1.66569 1.30603 1.05511 1.02034 0.882433 1.16416 0.818621 0.756684 0.610074 0.493319 0.699775 1.06335 0.457961 0.34022 0.300794 0.251168 0.161374 0.185335 0.355937 0.193299 0.118023 0.158157 0.125418 0.131141 0.0937188
threshold=0.31392000000000003 -0.066789999999999974 0.28833000000000003 -0.034699999999999988 0.09253500000000002 0.041320000000000003 -0.082254999999999981 -0.082634999999999986 -0.45775499999999997 0.42118000000000005 0.10661500000000002 0.6214050000000001 -0.00083499999999999991 0.10019500000000002 -0.095789999999999986 0.039965000000000007 -0.0018749999999999997 0.053330000000000009 -0.047099999999999996 -0.0062949999999999994 0.24450500000000003 -0.54340999999999984 0.041960000000000004 -0.049204999999999992 0.090045000000000014 -0.0037699999999999995 0.089015000000000025 -0.11922499999999998 -0.04448499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 13 6 -3 -2 11 -10 12 -9 16 14 15 19 -5 20 -14 -1 21 -6 23 -23 26 -26 27 -16 -19
right_child=7 2 -4 10 17 -7 -8 8 9 -11 -12 -13 18 -15 24 -17 -18 28 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30
leaf_value=0.0058860846532144077 0.0051500752897582058 0.0052423941414152511 0.0048484314560852783 0.0055419420279598074 0.0061004179924305686 0.0049420440299728476 0.0058317313320304133 0.0052363808386065875 0.004878523185716915 0.0042414054602872737 0.0054816120387318409 0.0046695533850450574 0.0061854465900438096 0.0064201785642972109 0.0062589834143716178 0.0062040779394599089 0.0058779344203008883 0.0058378785976280802 0.0058786318674893465 0.005559404574632513 0.0061255817562025239 0.005877894905121207 0.0056972783322188515 0.0060633137522237085 0.0058759501991583318 0.0061292945959998653 0.0063176612653125241 0.0061136849115860335 0.0056241839355573708
leaf_weight=53 84 66 57 89 62 56 71 52 59 70 84 55 67 56 100 81 103 65 95 66 55 213 92 112 58 79 55 741 60
leaf_count=53 84 66 57 89 62 56 71 52 59 70 84 55 67 56 100 81 103 65 95 66 55 213 92 112 58 79 55 741 60
internal_value=0 0.00591915 0.00558933 0.0056562 0.00603562 0.00537241 0.00554807 0.00483311 0.00472015 0.00453307 0.00578117 0.00494535 0.00585215 0.0061054 0.00609107 0.00590742 0.00572237 0.00589907 0.00600574 0.0057052 0.00593728 0.00591558 0.00588802 0.0059419 0.00612659 0.0060223 0.0061425 0.006131 0.00573559
internal_weight=0 2636 688 631 1948 193 137 320 236 129 438 107 354 1289 1233 200 192 659 162 119 534 479 417 325 1033 137 896 841 125
internal_count=2956 2636 688 631 1948 193 137 320 236 129 438 107 354 1289 1233 200 192 659 162 119 534 479 417 325 1033 137 896 841 125
is_linear=0
shrinkage=0.0032998


Tree=6777
num_leaves=15
num_cat=0
split_feature=10 48 96 2 51 479 1454 43 1429 133 15 2 12 3
split_gain=0.423604 0.348145 0.162655 0.167524 0.186486 0.176496 0.1692 0.148904 0.0873545 0.119519 0.207602 0.143037 0.109451 0.0991661
threshold=-0.089679999999999982 0.13991500000000004 0.083810000000000009 0.10523 -0.24005499999999999 0.088585000000000011 0.077870000000000009 -0.084534999999999985 1.0000000180025095e-35 0.017095000000000003 -0.025879999999999997 0.11504500000000002 0.088845000000000021 0.13470000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 -6 9 10 13 -11 -12 -5
right_child=1 -3 -4 8 5 -7 -8 -9 -10 11 12 -13 -14 -15
leaf_value=-0.002199939899995187 0.0024131363108199624 -0.0034662432517374602 0.0010142768837020769 0.010021070471181703 0.0085781470869225589 0.0022638658768550941 0.018412406984480923 0.01201268072620972 0.01410040496591472 0.0050331917033017461 -0.0058747347339773983 0.014857233199999499 0.0042082449903228219 0.0026327748955983217
leaf_weight=86 71 55 56 202 484 61 96 1419 57 72 54 103 70 70
leaf_count=86 71 55 56 202 484 61 96 1419 57 72 54 103 70 70
internal_value=0 0.00976985 0.0100291 0.0102114 0.0109254 0.0112179 0.0114902 0.0111401 0.00778581 0.00715231 0.00552447 0.0108256 -0.000168242 0.00812628
internal_weight=0 2870 2815 2759 2131 2060 1999 1903 628 571 396 175 124 272
internal_count=2956 2870 2815 2759 2131 2060 1999 1903 628 571 396 175 124 272
is_linear=0
shrinkage=0.16829


Tree=6778
num_leaves=13
num_cat=0
split_feature=1 149 4 52 4 147 151 457 457 1203 1455 15
split_gain=0.392362 0.16315 0.234632 0.158998 0.167394 0.186468 0.131141 0.154867 0.198995 0.135427 0.149608 0.126124
threshold=0.13699000000000003 0.079475000000000004 0.24099500000000004 0.042815000000000006 0.50214500000000006 0.088295000000000012 0.011180000000000001 0.086205000000000018 0.08351500000000002 0.088205000000000019 0.041385000000000012 -0.41725999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 -4 7 8 9 10 -1 -2
right_child=11 -3 3 -5 -6 -7 -8 -9 -10 -11 -12 -13
leaf_value=0.0081478923130562011 0.0054186957291338239 0.016537840825503202 -0.0082882371488188274 0.0092174550881049429 0.0079451661342684228 0.0048490099477621453 0.0027282800648687306 0.015325053597111666 -0.00077912106341439247 0.015395169980615029 0.013203271318311368 -0.0040334338635605992
leaf_weight=1910 68 67 74 91 60 52 103 102 62 87 183 97
leaf_count=1910 68 67 74 91 60 52 103 102 62 87 183 97
internal_value=0 0.00830779 0.0081047 0.00345168 0.000621123 -0.00285226 0.00863069 0.00888929 0.00859569 0.00886314 0.00859076 -0.000127122
internal_weight=0 2791 2724 277 186 126 2447 2344 2242 2180 2093 165
internal_count=2956 2791 2724 277 186 126 2447 2344 2242 2180 2093 165
is_linear=0
shrinkage=0.16829


Tree=6779
num_leaves=14
num_cat=0
split_feature=9 48 13 43 133 43 3 160 479 1427 52 1 1
split_gain=0.302567 0.200394 0.171472 0.131047 0.237597 0.163246 0.153702 0.145592 0.144885 0.15618 0.143976 0.285525 0.0951406
threshold=-0.08577499999999999 0.13991500000000004 -0.27740999999999993 -0.036849999999999994 -0.0081099999999999974 -0.019324999999999998 -0.013174999999999997 -0.44494499999999998 0.088585000000000011 0.082260000000000014 0.13759500000000005 0.10801000000000001 0.12829500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 4 -4 -5 8 -7 9 -6 11 -9 -2
right_child=1 -3 3 5 6 7 -8 10 -10 -11 -12 -13 -14
leaf_value=-0.0060648678062611818 0.0051343862051762123 -0.0026185895899334447 -0.0017622106408450504 0.016747084937425282 0.0072117968856453005 0.016670100145523774 0.00044705474852223362 0.0070851527924758809 -0.0010830523643694764 0.016516059862014341 -0.00024405921688632883 0.015336588925491775 -0.0043250602274757183
leaf_weight=53 65 63 101 64 1073 53 103 1018 56 54 62 135 56
leaf_count=53 65 63 101 64 1073 53 103 1018 56 54 62 135 56
internal_value=0 0.00674854 0.00695697 0.0072329 0.0060833 0.00842862 0.00670087 0.00800734 0.00724385 0.0076592 0.00762798 0.00805284 0.000741613
internal_weight=0 2903 2840 2719 1387 1332 1286 1268 1183 1127 1215 1153 121
internal_count=2956 2903 2840 2719 1387 1332 1286 1268 1183 1127 1215 1153 121
is_linear=0
shrinkage=0.16829


Tree=6780
num_leaves=13
num_cat=0
split_feature=149 10 12 150 14 3 3 157 403 157 12 4
split_gain=0.183439 0.155318 0.241125 0.118726 0.150242 0.125585 0.121606 0.166617 0.18924 0.122919 0.152562 0.0933288
threshold=0.085395000000000013 -0.16262499999999996 -0.19698999999999997 0.088985000000000009 0.082295000000000021 -0.082634999999999986 -0.081224999999999978 0.064100000000000004 -0.015149999999999999 -0.079379999999999992 0.10859000000000001 0.0049450000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -5 7 8 -4 -8 -11 -7
right_child=-2 2 3 5 -6 11 9 -9 -10 10 -12 -13
leaf_value=0.01401238241924708 -0.003646487620173138 -0.0055393629667639943 0.004621448250242086 -0.0027969943391420674 0.014827933935601119 0.010750250638006175 -0.0011120519876931783 -0.0022076650395018516 0.0091809350924136127 0.0044647956144067101 0.010391338129288177 0.0013833538204684834
leaf_weight=62 61 55 409 92 54 53 95 52 707 1051 140 71
leaf_count=62 61 55 409 92 54 53 95 52 707 1051 140 71
internal_value=0 0.00566308 0.00547615 0.00569923 0.00602561 0.00190119 0.00583119 0.00707731 0.00751155 0.00469801 0.00516296 0.00540144
internal_weight=0 2841 2779 2724 2508 216 2454 1168 1116 1286 1191 124
internal_count=2902 2841 2779 2724 2508 216 2454 1168 1116 1286 1191 124
is_linear=0
shrinkage=0.16829


Tree=6781
num_leaves=31
num_cat=0
split_feature=1 3 4 150 1 2 1 3 15 12 15 15 4 4 1 12 12 2 1 150 1 2 42 402 1446 42 15 12 52 15
split_gain=8.3126 1.75862 1.09236 0.696856 0.862167 0.604389 0.495114 0.446973 0.289519 0.268527 0.268269 0.42956 0.559858 1.0515 0.415636 0.566055 0.314141 0.310118 0.26746 0.194389 0.185184 0.129028 0.128392 0.122523 0.121351 0.193382 0.101186 0.0975607 0.109583 0.108509
threshold=0.10398500000000001 -0.051469999999999995 0.41377500000000006 0.083435000000000023 0.08864000000000001 0.13084500000000002 0.13612500000000002 0.0025650000000000004 -0.2987999999999999 -0.085124999999999992 0.043560000000000008 -0.0080049999999999982 -0.17006499999999999 -0.012865 0.093435000000000004 0.087065000000000017 0.087915000000000007 0.087635000000000005 0.11617500000000001 0.099490000000000009 0.11338500000000001 0.097005000000000022 0.084955000000000017 0.090075000000000002 0.083735000000000018 0.085025000000000003 -0.10436999999999999 0.094045000000000004 0.088115000000000013 0.097415000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 5 19 10 7 9 -8 -3 11 14 21 -14 15 22 17 24 -2 -5 -9 -13 -1 27 25 -12 -17 28 -18 -29
right_child=1 6 -4 4 -6 -7 8 20 -10 -11 16 12 13 -15 -16 26 23 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0011961661798597959 0.0010514907327696403 0.00051214754679681411 0.00042852467832926836 0.0011324341877965499 0.00056457246800243189 0.00064931716676380497 0.00013658934641901156 0.00075803407880260082 0.00043825896867546186 0.00020839415702863571 0.0010458418120335518 0.0011286812981315042 0.00036080965743499508 0.00098303200457441724 0.00076006994446449591 0.0010512257739440207 0.00099455264075249436 0.0013460134613456349 0.0007830258495294763 0.00087072288266997063 0.00052833622539691903 0.00091070798153604544 0.0010319417481959158 0.0011156479082679335 0.00094424778882113965 0.001227404784900192 0.00092201605518675588 0.0011175525220820006 0.00085985468609282574 0.00096301528276018377
leaf_weight=197 92 66 66 54 95 53 78 69 63 62 189 53 57 62 67 92 156 57 75 78 90 75 76 85 62 102 293 94 125 119
leaf_count=197 92 66 66 54 95 53 78 69 63 62 189 53 57 62 67 92 156 57 75 78 90 75 76 85 62 102 293 94 125 119
internal_value=0 0.000558048 0.000788915 0.000979291 0.000805166 0.000998899 0.000432283 0.000511089 0.000271628 0.000365292 0.00100833 0.000968909 0.000849162 0.000685289 0.00100966 0.00103502 0.00104704 0.00111764 0.000931134 0.000978054 0.000628238 0.00100124 0.00115058 0.000996981 0.00108066 0.0011096 0.000952984 0.000976491 0.000934759 0.00103138
internal_weight=0 661 233 2241 227 2014 428 287 141 128 1961 972 247 119 725 658 989 410 167 132 159 128 273 579 353 291 385 494 281 213
internal_count=2902 661 233 2241 227 2014 428 287 141 128 1961 972 247 119 725 658 989 410 167 132 159 128 273 579 353 291 385 494 281 213
is_linear=0
shrinkage=0.0032998


Tree=6782
num_leaves=12
num_cat=0
split_feature=148 3 13 14 9 3 149 1210 403 4 147
split_gain=0.175046 0.167559 0.285274 0.148792 0.283918 0.192084 0.144671 0.100884 0.114648 0.0937973 0.0722638
threshold=-0.079234999999999986 -0.14884499999999998 0.060680000000000005 -0.31108499999999994 -0.08564999999999999 0.35004500000000011 0.078645000000000007 -0.08107499999999998 0.08888500000000002 -0.17568999999999999 0.089430000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 -3 -5 6 7 -6 -9 -4 -1
right_child=1 3 9 4 5 -7 -8 8 -10 -11 -12
leaf_value=-0.0049890796290645023 0.01676079897566481 -0.0018759554072431686 0.0084440103359908654 0.017392979214437793 0.010724850956554666 -0.0042673227400418876 -0.0034758103452380484 0.0048519077574541531 0.0090422362092266173 -0.00085347361066600506 0.0034042284098295492
leaf_weight=64 97 84 74 54 100 61 52 2006 205 52 53
leaf_count=64 97 84 74 54 100 61 52 2006 205 52 53
internal_value=0 0.00546059 0.0098936 0.00507403 0.00531035 0.00504044 0.00528147 0.0054793 0.00524124 0.00459269 -0.00117163
internal_weight=0 2785 223 2562 2478 2424 2363 2311 2211 126 117
internal_count=2902 2785 223 2562 2478 2424 2363 2311 2211 126 117
is_linear=0
shrinkage=0.16829


Tree=6783
num_leaves=23
num_cat=0
split_feature=1 3 39 4 3 1 1 3 12 11 1 16 457 40 3 1 43 3 3 4 42 4
split_gain=19.5222 3.73718 2.36243 2.19126 1.3139 1.15332 0.833501 0.723179 0.722802 1.03441 0.609143 0.589365 0.522006 0.51592 0.480681 0.315993 0.315488 0.28501 0.276823 0.270681 0.246703 0.130266
threshold=0.10378000000000001 -0.051469999999999995 0.0047850000000000011 0.41377500000000006 0.10661500000000002 0.13891000000000003 0.09258000000000001 0.085880000000000012 0.11755500000000001 1.0000000180025095e-35 0.086005000000000012 0.26768500000000006 0.035070000000000011 -0.062739999999999976 0.28833000000000003 0.11690500000000002 -0.052849999999999994 0.076825000000000018 0.3148450000000001 -0.040394999999999993 0.09087000000000002 -0.021269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 19 8 7 -4 13 9 11 -11 12 17 15 -9 -3 -14 -1 -7 -2 -21 -13
right_child=1 5 6 -5 -6 18 -8 14 -10 10 -12 21 16 -15 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=0.0016267105559939769 0.0016378226974288941 0.0010191264290165573 0.0013790647809509386 0.00074923327448990701 0.0010767044686317792 0.00062678994560852409 0.0008460172087418153 0.0011782372682616097 0.0012896456477152684 0.0021313855303481352 0.0016531430821100086 0.0014785288372618779 0.0015489150353561383 0.00044478757628323644 0.00079531100522472347 0.000661877599575513 0.0012198230198522909 0.0018445662716196939 0.00030114877586846263 0.0015255037406927787 0.0012056496479493687 0.0012633670309079941
leaf_weight=1513 61 52 71 66 52 56 59 85 75 67 53 81 85 58 63 58 53 71 59 52 57 55
leaf_count=1513 61 52 71 66 52 56 59 85 75 67 53 81 85 58 63 58 53 71 59 52 57 55
internal_value=0 0.000926628 0.00157006 0.00126064 0.00159676 0.000743655 0.00113741 0.000846762 0.00160992 0.00162204 0.00192046 0.00160275 0.00161939 0.000697926 0.00101547 0.000831079 0.00142278 0.0016365 0.000460028 0.00145898 0.00135856 0.00139177
internal_weight=0 667 2235 236 2105 431 130 316 2053 1978 120 1858 1722 168 148 110 138 1584 115 170 109 136
internal_count=2902 667 2235 236 2105 431 130 316 2053 1978 120 1858 1722 168 148 110 138 1584 115 170 109 136
is_linear=0
shrinkage=0.0032998


Tree=6784
num_leaves=21
num_cat=0
split_feature=3 157 40 15 52 3 3 13 52 123 132 132 3 159 479 159 159 131 457 15
split_gain=0.125678 0.298668 0.127659 0.156265 0.30396 0.217382 0.224181 0.168204 0.146995 0.169997 0.121693 0.0997429 0.115077 0.171189 0.168859 0.0997537 0.145697 0.135543 0.0773565 0.0243682
threshold=-0.046079999999999989 -0.080299999999999996 0.088710000000000011 -0.10059999999999998 0.064135000000000011 -0.0031199999999999995 0.094635000000000011 -0.007069999999999999 0.0035300000000000006 0.087505000000000013 -0.092064999999999994 -0.054994999999999995 -0.23098999999999997 0.11500500000000001 0.07839500000000002 0.082200000000000009 0.088450000000000015 0.091095000000000023 0.088175000000000017 -0.23982999999999996
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 8 5 7 -7 -5 9 19 -1 -12 -13 14 15 17 -17 -14 -8 -3
right_child=1 2 -4 4 -6 6 18 -9 -10 -11 11 12 13 -15 -16 16 -18 -19 -20 -21
leaf_value=0.011752320788322407 -0.0076050512941198446 -0.0090252814905792296 0.012215012614803053 0.0076730253743398005 -0.0044652390928535332 0.018618844598233604 0.010041858789413226 -0.0048173727492051765 0.0061718864516992836 0.0049234936534352037 -0.00011433158769861522 0.011675787319395281 0.0047171165555441345 -0.0016673034672978135 0.01504157355000719 0.017125983402684425 0.0063009711964570527 0.0092770405846114984 0.0019778764406771722 -0.0038369117666619671
leaf_weight=103 62 52 57 70 67 74 99 54 87 58 77 98 1316 84 58 52 112 216 52 54
leaf_count=103 62 52 57 70 67 74 99 54 87 58 77 98 1316 84 58 52 112 216 52 54
internal_value=0 0.00359432 0.00455587 0.00389865 0.00589997 0.007895 0.011015 0.00221917 0.000574551 -0.00238381 0.00609323 0.00580278 0.00603905 0.00573753 0.00609317 0.00578609 0.00974425 0.0053612 0.00727676 -0.0063991
internal_weight=0 786 724 667 416 349 225 124 251 164 2116 2013 1936 1838 1754 1696 164 1532 151 106
internal_count=2902 786 724 667 416 349 225 124 251 164 2116 2013 1936 1838 1754 1696 164 1532 151 106
is_linear=0
shrinkage=0.16829


Tree=6785
num_leaves=31
num_cat=0
split_feature=1 1 123 4 39 4 4 4 1 16 43 4 16 49 13 16 1 1 4 52 14 16 1213 16 1 16 1 43 13 13
split_gain=10.5144 2.0885 1.59081 1.07436 0.879749 0.765218 0.46472 0.463844 0.460174 0.396334 0.393209 0.799196 0.623219 0.555573 0.38716 0.341498 0.287424 0.276061 0.264522 0.237269 0.152784 0.177822 0.19283 0.146261 0.197744 0.128991 0.0894826 0.11805 0.0847755 0.0560609
threshold=0.10398500000000001 0.13612500000000002 0.081180000000000016 0.27120500000000008 0.0047850000000000011 -0.010764999999999999 0.31392000000000003 -0.041794999999999992 0.086215000000000014 0.044620000000000007 -0.052849999999999994 -0.0011699999999999998 -0.0043399999999999992 0.082820000000000019 -0.10939499999999998 0.066010000000000013 0.14860500000000001 0.10970000000000001 0.41377500000000006 -0.023474999999999996 0.073890000000000011 -0.095264999999999989 -0.077179999999999985 0.19384500000000002 0.085410000000000014 -0.066844999999999988 0.085490000000000024 -0.081354999999999983 -0.074869999999999978 -0.085919999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 7 17 -3 9 -6 20 26 -12 13 -13 -7 -11 -8 -2 25 -4 21 -1 -23 -17 -25 -16 27 29 -29 -9
right_child=1 6 19 -5 8 14 16 10 -10 15 11 12 -14 -15 18 23 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0010550751085219082 0.0009136040251812934 0.00057556023891778792 0.00024844954208882915 0.00066327632556595123 0.0010476624382025055 0.00052212629999775454 0.00037338327488927229 0.0012289642985465555 0.00063155523598741256 0.00084429110877136621 0.00073804709277638112 0.00086979249179797743 0.001406789515286186 0.0012242673091943568 0.0010565984907012222 0.0012912017268689193 4.5670739942599659e-05 0.0012348599032313422 0.00067480775386490142 0.00056247792029565666 0.0013923996862679323 0.0013113365729942605 0.0011962323401508075 0.00093369850209925709 0.0011898817162422953 0.00082710276835614056 0.0012536634648202425 0.00098156851591869182 0.0011512297899567299 0.0011328479914583414
leaf_weight=73 56 63 52 54 64 57 64 116 54 55 90 120 57 82 53 54 54 64 70 54 59 230 584 58 82 59 83 86 58 212
leaf_count=73 56 63 52 54 64 57 64 116 54 55 90 120 57 82 53 54 54 64 70 54 59 230 584 58 82 59 83 86 58 212
internal_value=0 0.000647458 0.000764579 0.00112472 0.00113595 0.000869542 0.000346373 0.00115158 0.000857539 0.00119457 0.00109471 0.00100711 0.00110047 0.00101386 0.000761097 0.00107627 0.000223712 0.00108523 0.000835746 0.000408759 0.00122567 0.00121454 0.0012288 0.00114186 0.001084 0.000936018 0.00114974 0.00113139 0.00105015 0.00116695
internal_weight=0 646 465 2271 2217 359 181 2099 118 1195 904 349 259 202 239 249 118 120 182 106 946 887 814 194 140 112 555 472 144 328
internal_count=2917 646 465 2271 2217 359 181 2099 118 1195 904 349 259 202 239 249 118 120 182 106 946 887 814 194 140 112 555 472 144 328
is_linear=0
shrinkage=0.0032998


Tree=6786
num_leaves=23
num_cat=0
split_feature=2 15 2 1203 52 52 13 148 448 457 52 13 13 13 2 13 13 13 50 2 131 52
split_gain=0.37955 0.183312 0.178192 0.171295 0.161664 0.158736 0.112259 0.123659 0.150729 0.160946 0.134062 0.0908718 0.100364 0.088803 0.0924663 0.110103 0.0759398 0.107692 0.0766632 0.0625534 0.0429269 0.0388409
threshold=0.25063000000000007 0.082725000000000007 0.084095000000000017 1.0000000180025095e-35 0.008405000000000001 0.11008000000000001 0.24450500000000003 -0.083699999999999983 -0.067464999999999983 0.086205000000000018 0.51743500000000009 -0.091014999999999999 0.0044550000000000006 -0.040229999999999995 0.085955000000000018 -0.081879999999999994 -0.05171499999999999 -0.082584999999999978 0.090795000000000015 0.093870000000000023 0.094300000000000009 0.084705000000000016
decision_type=2 2 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 16 -6 7 -1 -9 10 -10 -4 13 14 -13 -16 17 -3 -18 -14 21 -15
right_child=-2 2 11 -5 5 -7 -8 8 9 -11 -12 12 19 20 15 -17 18 -19 -20 -21 -22 -23
leaf_value=0.012032322145885956 -0.0077651006806108806 0.0089263858573374044 -3.6773625644155754e-05 -0.0050065730235271657 0.021108270921561183 0.0093134089461234665 0.011714249841916 -0.0043282162994059533 0.0038057085613111023 0.011544852771475232 0.012290102126465969 -0.0008695741000121674 0.0051993644156047595 0.0075843081311980937 0.013062144720347776 0.0042197769447580502 0.0147786985547806 -0.0011260859653132965 0.006588661229482741 -0.0023799652942963624 0.0058215323952435878 0.013007706659147727
leaf_weight=60 62 71 71 52 63 68 64 56 1421 88 55 55 75 59 58 131 63 52 69 52 59 113
leaf_count=60 62 71 71 52 63 68 64 56 1421 88 55 55 75 59 58 131 63 52 69 52 59 113
internal_value=0 0.00553272 0.00729157 0.00449462 0.0101798 0.0149995 0.00477894 0.00451367 0.00423409 0.00454182 0.00412308 0.00563233 0.00630393 0.007429 0.00517446 0.00694281 0.00769682 0.00466195 0.0105112 0.00208187 0.00980264 0.0111578
internal_weight=0 2855 1059 1796 386 131 1744 1680 1620 1564 1476 673 602 475 244 189 255 123 132 127 231 172
internal_count=2917 2855 1059 1796 386 131 1744 1680 1620 1564 1476 673 602 475 244 189 255 123 132 127 231 172
is_linear=0
shrinkage=0.16829


Tree=6787
num_leaves=18
num_cat=0
split_feature=2 0 2 1 1429 157 43 13 376 0 51 13 12 1 2 48 457
split_gain=0.262689 0.137647 0.222549 0.168245 0.157937 0.296522 0.1482 0.134557 0.121232 0.120626 0.155669 0.132498 0.273397 0.392456 0.144948 0.11132 0.130522
threshold=0.25063000000000007 0.024295000000000001 0.086755000000000013 0.081720000000000015 0.084690000000000015 -0.065824999999999981 -0.081354999999999983 0.085955000000000018 0.085945000000000008 -0.085719999999999977 -0.10328999999999998 -0.090744999999999978 0.084065000000000015 0.092395000000000019 0.085325000000000012 0.11714000000000001 0.086205000000000018
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 8 6 -6 -5 9 10 -1 -11 13 -13 -14 16 -12
right_child=-2 2 3 7 5 -7 -8 -9 -10 11 15 12 14 -15 -16 -17 -18
leaf_value=0.01318933974504905 -0.006458313550179358 -0.0085344961734241005 -0.0025261189772449598 0.013763052027087143 0.0010666695529271868 0.010084109746897538 -0.011317123757336386 0.0019974382414935307 -0.0018534397272258561 -0.00029220303963885767 0.0027638050698183046 0.022283903560110115 0.0082247673839201344 0.0063077631993159831 0.0042023732236267488 0.010983438274465495 0.010124576424440047
leaf_weight=52 62 56 76 54 54 54 55 57 65 74 912 76 454 103 582 57 74
leaf_count=52 62 56 76 54 54 54 55 57 65 74 912 76 454 103 582 57 74
internal_value=0 0.00460257 0.000762738 0.00355654 0.00495911 -0.000102494 -0.00516555 0.00773744 0.00529673 0.00549244 0.00418913 0.00659819 0.00701933 0.013101 0.00596682 0.00373869 0.00331806
internal_weight=0 2855 243 187 2612 163 109 111 2449 2384 1095 1289 1215 179 1036 1043 986
internal_count=2917 2855 243 187 2612 163 109 111 2449 2384 1095 1289 1215 179 1036 1043 986
is_linear=0
shrinkage=0.16829


Tree=6788
num_leaves=23
num_cat=0
split_feature=2 13 13 151 3 1213 401 13 3 3 403 1427 13 52 403 3 52 2 2 2 52 13
split_gain=0.187233 0.186319 0.188451 0.126981 0.22216 0.122529 0.117563 0.232725 0.198548 0.111926 0.111676 0.118827 0.104559 0.111108 0.109188 0.104121 0.10154 0.0831901 0.0685951 0.0790571 0.0375348 0.0351744
threshold=0.10523 0.00085500000000000018 -0.088294999999999985 -0.065174999999999983 0.085880000000000012 -0.081649999999999986 0.080265000000000017 0.0048350000000000008 -0.15870999999999996 -0.11151499999999999 0.085340000000000013 0.083935000000000023 -0.090744999999999978 0.008405000000000001 -0.082354999999999984 -0.022704999999999996 0.08321000000000002 0.097605000000000011 0.12141500000000001 0.11098000000000001 -0.067494999999999986 -0.39297499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 16 -4 15 12 8 -8 -7 -10 11 17 -1 -14 -15 20 21 -11 19 -3 -5 -2
right_child=1 18 3 4 -6 6 7 -9 9 10 -12 -13 13 14 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0017296546459990546 0.0037654446309549742 -0.0014657123463189411 -0.0017698768691201006 0.00304071031925785 0.014980975733191489 0.012703328744441814 0.004563955421392203 -0.0095794035834770429 -0.0016992294008656339 0.0031968215306869088 0.010335018375143655 0.01168359683855341 0.0047129684508718638 0.018346728601432591 0.0083150709988888179 -0.0021768421767258206 -0.0075727878147397324 0.0072328279772569471 0.00023640469394846126 -0.010702436195846444 0.0089892071124151474 -0.0018449767083706034
leaf_weight=64 69 53 56 52 72 76 87 53 95 1350 81 54 83 55 72 55 53 163 88 53 75 58
leaf_count=64 69 53 56 52 72 76 87 53 95 1350 81 54 83 55 72 55 53 163 88 53 75 58
internal_value=0 0.00119276 0.00294235 0.00545838 0.00705909 0.004379 0.00391092 -0.000777484 0.00427275 0.00390412 0.00422822 0.0039114 0.00771905 0.00953583 0.0126736 0.00391528 -0.00138084 0.00363282 -0.00321705 -0.00610102 0.00656775 0.00118906
internal_weight=0 684 490 310 254 2233 1959 140 1819 1743 1648 1567 274 210 127 182 180 1513 194 106 127 127
internal_count=2917 684 490 310 254 2233 1959 140 1819 1743 1648 1567 274 210 127 182 180 1513 194 106 127 127
is_linear=0
shrinkage=0.16829


Tree=6789
num_leaves=25
num_cat=0
split_feature=2 12 2 12 2 2 12 16 2 12 0 1429 160 2 401 12 1446 0 12 2 16 0 12 0
split_gain=12.1625 5.03706 2.35269 1.55687 1.02872 0.9115 0.603269 0.819471 0.412416 0.377808 0.26314 0.245073 0.529199 0.245879 0.223077 0.267797 0.241437 0.216593 0.158858 0.15715 0.106365 0.105515 0.0747504 0.0210098
threshold=0.13388500000000003 -0.041014999999999989 0.10523 0.086085000000000009 -1.0000000180025095e-35 0.25063000000000007 0.092755000000000018 -0.14879499999999998 0.096325000000000008 -1.0000000180025095e-35 -0.05461499999999999 0.084710000000000021 -0.078324999999999992 -0.040939999999999997 0.083100000000000021 0.086115000000000011 0.095140000000000016 -0.13409999999999997 0.10859000000000001 0.096540000000000015 -0.079394999999999979 -0.14076499999999997 0.10134500000000002 -0.055084999999999988
decision_type=2 2 2 2 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 21 -1 9 11 -8 -6 -2 18 13 -13 -3 16 -16 -15 -10 19 -9 -5 -4 23 -22
right_child=5 2 3 20 8 -7 7 10 17 -11 -12 12 -14 14 15 -17 -18 -19 -20 -21 22 -23 -24 -25
leaf_value=0.00057522098434546645 0.00045076289101416415 0.0016443357955218908 0.0009081655890528351 0.0011187036630244487 0.0012431295922294245 0.00015414649324664256 0.00090525935628913302 0.0013507239789018947 0.00074256742014508156 0.00076306539396480647 0.0010975345372219211 0.0010165315194608836 0.0014707513552841508 0.0013867786951424202 0.0017276364851386272 0.0014258991295698921 0.0016211342608906945 0.0010422112576708017 0.0014853921277217927 0.0011682652922180292 0.0012970322863913844 0.00072244867321132826 0.0012077009385240112 0.0014066335122840524
leaf_weight=97 78 54 68 54 54 62 57 326 56 94 52 53 61 1103 53 89 52 52 81 65 56 72 76 52
leaf_count=97 78 54 68 54 54 62 57 326 56 94 52 53 61 1103 53 89 52 52 81 65 56 72 76 52
internal_value=0 0.0012826 0.00132936 0.00108974 0.000844826 0.000497928 0.00137362 0.00128296 0.00100604 0.000621645 0.00132398 0.00140954 0.00125989 0.00142215 0.00141287 0.00153877 0.00139736 0.000887167 0.00134886 0.00132048 0.00125244 0.000812906 0.00129149 0.00135013
internal_weight=0 2683 2424 378 259 234 2046 581 162 172 524 1465 114 1351 1297 142 1155 108 472 391 238 140 184 108
internal_count=2917 2683 2424 378 259 234 2046 581 162 172 524 1465 114 1351 1297 142 1155 108 472 391 238 140 184 108
is_linear=0
shrinkage=0.0032998


Tree=6790
num_leaves=26
num_cat=0
split_feature=4 2 3 2 2 0 2 2 11 4 2 0 2 4 3 4 0 480 42 3 2 1456 160 4 2
split_gain=9.28537 3.48931 1.54686 0.635896 0.869953 0.539365 0.412339 0.385179 0.297846 0.295468 0.58578 0.244361 0.231268 0.21497 0.203035 0.200804 0.249181 0.190592 0.18589 0.182692 0.281499 0.143948 0.143923 0.130598 0.102006
threshold=0.31392000000000003 0.13388500000000003 -0.046079999999999989 -0.0098549999999999974 0.10773000000000001 -0.105195 0.097005000000000022 0.14870000000000003 1.0000000180025095e-35 -0.081139999999999976 0.092250000000000013 -0.036459999999999992 0.10325000000000002 0.0048200000000000005 -0.082234999999999989 -0.0088849999999999988 -0.074249999999999997 0.085465000000000013 0.087120000000000017 -0.10337499999999998 0.087325000000000014 -0.059149999999999994 0.0088350000000000008 0.44128500000000004 0.11002000000000002
decision_type=2 2 2 2 2 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 23 8 -3 14 -5 13 -7 18 -11 19 24 -17 22 -8 20 -1 -21 -16 -2 -14
right_child=5 7 3 4 -6 11 12 -9 -10 10 -12 -13 15 -15 17 16 -18 -19 -20 21 -22 -23 -24 -25 -26
leaf_value=0.00088171764034275892 0.00055914526767231892 0.00074588419525877382 0.00063811436212102095 0.0012236691310074481 0.00069478896946914732 0.00025764585392911864 0.0010543184801648196 0.00038825315793060324 0.0013564526540371649 0.00099380997113239175 0.00080033322152695896 0.00050129274195490384 0.0012924593111058526 0.0012793684430863288 0.001110733565627869 0.0011608663392892315 0.00085627098613664534 0.0012724253243690561 0.00077995985400076203 0.0013551583524458351 0.0012275705196117159 0.0011921181936380982 0.00094867392943917409 0.00076807070192299524 0.0011097666121516316
leaf_weight=52 89 62 69 93 89 101 55 71 87 54 93 82 57 66 529 55 66 74 56 68 53 724 71 54 96
leaf_count=52 89 62 69 93 89 101 55 71 87 54 93 82 57 66 529 55 66 74 56 68 53 724 71 54 96
internal_value=0 0.00107661 0.00110425 0.00093185 0.000983072 0.000486116 0.00114339 0.000555233 0.00116617 0.0010668 0.000998148 0.000367013 0.00104522 0.00115116 0.00115561 0.00109735 0.000995015 0.00111152 0.000916221 0.0011887 0.00105663 0.00120616 0.00109162 0.000638287 0.00117806
internal_weight=0 2640 2507 464 395 326 2043 133 1658 306 213 183 385 120 1571 274 121 674 111 897 105 792 600 143 153
internal_count=2966 2640 2507 464 395 326 2043 133 1658 306 213 183 385 120 1571 274 121 674 111 897 105 792 600 143 153
is_linear=0
shrinkage=0.0032998


Tree=6791
num_leaves=24
num_cat=0
split_feature=4 48 151 13 4 4 16 1213 13 133 16 1447 1212 1212 133 4 132 151 49 51 52 52 4
split_gain=0.179349 0.261102 0.223453 0.13579 0.143131 0.0992863 0.108459 0.108494 0.115385 0.0984791 0.0942588 0.0931601 0.137225 0.292782 0.198748 0.142116 0.164685 0.131006 0.0820408 0.111709 0.0865826 0.0640148 0.0461779
threshold=0.00059000000000000014 -0.032929999999999994 0.084725000000000009 0.10783500000000001 0.55074000000000012 -0.00076499999999999995 -0.090614999999999987 -0.06916499999999999 -0.017354999999999999 -0.08799499999999999 -0.10982499999999999 -0.086059999999999984 0.041590000000000009 0.087800000000000017 0.058050000000000011 -0.0088849999999999988 0.082230000000000011 -0.083274999999999988 0.10322500000000003 -0.098264999999999977 -0.013914999999999999 0.083750000000000005 0.17176000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 9 6 7 -1 21 10 -3 -8 15 -14 -15 16 -13 -17 19 -11 -21 -9 -20
right_child=1 3 -4 -5 -6 -7 11 8 -10 18 -12 12 13 14 -16 17 -18 -19 22 20 -22 -23 -24
leaf_value=0.015793814474116687 -0.0054645202076546631 0.014168874744491229 0.016131768353292365 -0.0021850025563750542 0.01276191596561267 0.013027886871959229 0.011962599458963469 0.0077451691698124719 0.012186815036166442 0.010730913328573653 0.0047345256795963729 0.0069501850592681765 -0.0094944419923892413 0.0083379104115516214 -0.0036204787364583343 -0.0058487109437137755 -3.6440035838472594e-05 0.0050506807553076438 -0.0030595782421203215 -2.0469576433078766e-05 0.0051560156398731518 -0.0003079759887940012 0.0035191606839612764
leaf_weight=55 82 53 65 79 64 57 59 56 79 71 71 1109 54 126 57 54 104 74 72 134 284 55 52
leaf_count=55 82 53 65 79 64 57 59 56 79 71 71 1109 54 126 57 54 104 74 72 134 284 55 52
internal_value=0 0.00360824 0.00640915 0.00445569 0.00511289 0.0060823 0.00587099 0.0091837 0.00726079 0.00444622 0.00878144 0.00537409 0.00512662 0.00138361 0.00460335 0.00578679 0.00634969 0.000438464 0.00356634 0.00454695 0.00349227 0.00373869 -0.000286264
internal_weight=0 962 2004 880 801 1939 1882 245 190 737 124 1637 1578 237 183 1341 1213 128 613 489 418 111 124
internal_count=2966 962 2004 880 801 1939 1882 245 190 737 124 1637 1578 237 183 1341 1213 128 613 489 418 111 124
is_linear=0
shrinkage=0.16829


Tree=6792
num_leaves=15
num_cat=0
split_feature=11 151 150 41 42 42 151 15 15 2 2 151 48 48
split_gain=0.150338 0.0976212 0.179303 0.141622 0.126186 0.150649 0.126861 0.152024 0.11777 0.128355 0.12405 0.100083 0.148255 0.0689415
threshold=0.096860000000000016 0.12749500000000002 0.085845000000000019 0.091290000000000024 0.089625000000000024 0.08845500000000002 -0.093409999999999979 0.093575000000000019 -0.40166999999999992 0.11917500000000002 0.098500000000000018 -0.0008699999999999999 -0.069969999999999991 0.087730000000000016
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 -6 10 -10 12 -4 -14
right_child=-2 -3 11 -5 8 -7 7 -9 9 -11 -12 -13 13 -15
leaf_value=0.011297977302318546 -0.0040436339307718967 0.011990354888548167 -0.0050779493154197259 0.013374306927505844 -0.004177347437502945 0.012586169872196037 0.0044252986917656164 0.010236508773822754 0.0038537837121952676 0.010012487722674292 -0.0028167334382673309 -0.004678900334827118 0.008424389587981836 0.0015127521392137033
leaf_weight=94 56 52 55 57 60 84 1496 140 460 78 95 74 83 82
leaf_count=94 56 52 55 57 60 84 1496 140 460 78 95 74 83 82
internal_value=0 0.00474249 0.00460999 0.00506147 0.00487175 0.0056108 0.00527108 0.00492369 0.00293461 0.00361157 0.00270875 0.000666488 0.00247265 0.0050004
internal_weight=0 2910 2858 2564 2507 1814 1730 1636 693 633 555 294 220 165
internal_count=2966 2910 2858 2564 2507 1814 1730 1636 693 633 555 294 220 165
is_linear=0
shrinkage=0.16829


Tree=6793
num_leaves=25
num_cat=0
split_feature=4 12 13 43 12 12 150 43 4 124 12 0 51 52 12 52 13 159 402 4 4 4 13 0
split_gain=10.1175 3.59685 2.23429 0.977779 0.746551 0.671978 0.532636 0.490369 0.435202 0.434311 0.391101 0.319437 0.220994 0.181184 0.168323 0.169119 0.153543 0.14742 0.136921 0.118375 0.113626 0.107075 0.150995 0.112263
threshold=0.31392000000000003 0.078120000000000009 -0.27740999999999993 -0.031974999999999996 0.099170000000000022 0.14472000000000004 0.081245000000000026 -0.092609999999999984 -0.14345499999999997 -0.083424999999999985 0.09253500000000002 -0.105195 -0.022999999999999996 -0.53299999999999992 0.083725000000000008 -0.011964999999999998 0.085955000000000018 0.091130000000000017 0.10783500000000001 0.42642000000000008 -0.0018749999999999997 0.053330000000000009 -0.060719999999999989 -0.076384999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 11 8 12 -4 16 -9 13 19 -5 -10 -15 -16 -3 -13 21 -2 -14 23 -23 -12
right_child=4 5 3 6 -6 -7 -8 9 10 -11 18 17 20 14 15 -17 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=0.00020556960692433743 0.0004757656344841047 0.0013424126308246018 0.00087289452736351368 0.00089703132227005045 4.1298139964919513e-05 0.00068580719298758943 0.00065368991238322425 0.00069269967487393708 0.0012774777460188458 0.00030503654691999146 0.0010762169443185809 0.00024243995080502204 0.00098462537686732255 0.0009395045882087074 0.0010159257478777007 0.0011123330391087309 0.0011164192262660369 0.00046598432003753848 0.0008218719829728218 0.00067992611909285501 0.0011828763186867493 0.0010289889092459403 0.00079600278454371512 0.00097357068824493413
leaf_weight=71 74 76 75 92 61 54 52 79 52 53 224 80 54 96 281 777 63 55 55 56 88 61 65 272
leaf_count=71 74 76 75 92 61 54 52 79 52 53 224 80 54 96 281 777 63 55 55 56 88 61 65 272
internal_value=0 0.000987413 0.000753512 0.000832354 0.000371064 0.00105094 0.000957648 0.000659071 0.00106067 0.000537314 0.0010474 0.00044684 0.00102504 0.00108332 0.00107454 0.00108676 0.00124024 0.000333775 0.000983362 0.000563983 0.00110773 0.000997585 0.000909077 0.00102
internal_weight=0 2640 564 493 326 2076 286 207 2022 132 1883 265 234 1206 1154 1058 139 135 677 130 142 622 126 496
internal_count=2966 2640 564 493 326 2076 286 207 2022 132 1883 265 234 1206 1154 1058 139 135 677 130 142 622 126 496
is_linear=0
shrinkage=0.0032998


Tree=6794
num_leaves=23
num_cat=0
split_feature=4 2 12 150 12 3 13 3 52 42 3 48 0 13 3 1456 15 3 2 52 483 159
split_gain=9.93796 3.82408 1.98665 1.60848 1.1331 0.883288 0.869032 0.670638 0.640978 0.394376 0.369478 0.355832 0.313967 0.307011 0.286206 0.232104 0.221352 0.218411 0.188993 0.151115 0.120765 0.13786
threshold=0.31392000000000003 0.13388500000000003 1.0000000180025095e-35 0.08486500000000001 0.10411000000000002 -0.14186499999999996 -1.0000000180025095e-35 -0.015169999999999998 -0.010394999999999998 0.088025000000000006 0.10021000000000001 0.08956500000000002 -0.046614999999999997 0.076825000000000018 -0.082234999999999989 -0.059149999999999994 -1.0000000180025095e-35 0.11878500000000002 0.10060500000000001 -0.081429999999999989 -0.062954999999999997 -0.073489999999999986
decision_type=2 2 2 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 9 13 8 -8 -1 17 16 -3 14 -4 15 -7 -9 -2 -17 -5 -16 -22
right_child=4 11 5 19 -6 12 7 10 -10 -11 -12 -13 -14 -15 20 18 -18 -19 -20 -21 21 -23
leaf_value=0.0005899757117566552 0.00073054541582924374 0.00069827476343916413 0.0015224895507065996 0.00065985276851030742 -1.6033187364133391e-06 0.0013288444521002041 0.00080589562783459382 0.0011998416546996874 0.0010248240997978984 0.00035061072431908481 0.0010141323853573845 0.00035368659095460613 0.00087875988413685954 0.0012292262585703996 0.00093598514298740216 0.0011544207007402015 0.0015073765120231508 0.00050044157211782774 0.00095390452436570211 0.00040780505428393039 0.0011748483859442568 0.0010632557828814855
leaf_weight=77 93 60 74 52 52 81 53 54 72 91 55 73 64 87 68 794 52 90 57 54 157 656
leaf_count=77 93 60 74 52 52 81 53 54 72 91 55 73 64 87 68 794 52 90 57 54 157 656
internal_value=0 0.00105516 0.0010841 0.000890108 0.000444288 0.00112873 0.000994646 0.00112977 0.00080034 0.000529038 0.00123617 0.000509405 0.00110851 0.00136424 0.0011166 0.00115739 0.00135104 0.000617572 0.00114103 0.000531783 0.0010734 0.00108485
internal_weight=0 2640 2507 469 326 2038 363 214 149 274 161 133 1877 161 1813 932 106 183 851 106 881 813
internal_count=2966 2640 2507 469 326 2038 363 214 149 274 161 133 1877 161 1813 932 106 183 851 106 881 813
is_linear=0
shrinkage=0.0032998


Tree=6795
num_leaves=17
num_cat=0
split_feature=2 12 4 48 2 14 4 1 3 15 15 52 52 49 52 2
split_gain=0.258361 0.209942 0.151199 0.14796 0.160716 0.14807 0.137715 0.147998 0.136255 0.158619 0.192756 0.125501 0.108999 0.1057 0.093321 0.0474913
threshold=0.11693000000000002 -0.081654999999999991 -0.51323499999999989 0.11650000000000001 -0.14339499999999997 0.083835000000000007 -0.14595999999999995 0.095920000000000019 -0.063264999999999988 -0.036279999999999993 -0.13843999999999998 0.50830000000000009 -0.23047999999999999 0.091380000000000003 -0.043914999999999989 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 12 13 14 10 -10 -9 -6 -8 -3 -14
right_child=1 8 3 -5 5 -7 7 11 9 -11 -12 -13 15 -15 -16 -17
leaf_value=-0.0034544356906550007 0.0082491922937242383 0.0072436124451512656 -0.0022728363882168275 0.014271083796498845 0.0047059295728842229 -0.0033481940917297827 0.0064375830982953217 0.0011274910463622231 -0.0078950410251458301 -0.011920907946366598 0.0054805825452725679 0.0096581444748160376 0.0099532252827241995 0.0026010861526819251 -0.0017590011251092472 0.016899046482140422
leaf_weight=56 79 64 79 52 69 53 1509 347 60 56 62 57 62 237 66 54
leaf_count=56 79 64 79 52 69 53 1509 347 60 56 62 57 62 237 66 54
internal_value=0 0.000506226 0.00517503 0.00536759 0.00517919 0.00542647 0.00562641 0.00524554 -0.00147396 -0.00450268 -0.00108287 0.00233552 0.010043 0.00591785 0.00265924 0.0132021
internal_weight=0 387 2575 2519 2467 2388 2335 2150 308 178 122 404 185 1746 130 116
internal_count=2962 387 2575 2519 2467 2388 2335 2150 308 178 122 404 185 1746 130 116
is_linear=0
shrinkage=0.16829


Tree=6796
num_leaves=27
num_cat=0
split_feature=4 2 123 2 2 13 2 150 13 133 41 1446 15 15 4 15 15 4 4 13 52 3 15 3 13 52
split_gain=13.7367 4.50562 1.43526 0.907452 0.541457 0.505416 0.468579 0.419844 0.392937 0.325263 0.287381 0.266808 0.261063 0.420776 0.283576 0.260843 0.314881 0.258971 0.195485 0.201085 0.217736 0.15084 0.121577 0.118846 0.0910059 0.0781576
threshold=0.31392000000000003 0.12068000000000001 0.080635000000000012 0.095850000000000005 0.153865 -0.094359999999999986 0.13913500000000004 0.081245000000000026 -0.083709999999999993 0.085895000000000013 0.075585000000000013 0.083705000000000016 0.037885000000000009 -0.12431499999999999 -0.010574999999999999 -0.43587999999999999 -0.47612499999999996 -0.088039999999999993 -0.111135 -0.071564999999999976 0.029970000000000007 -0.054399999999999997 0.088805000000000009 -0.072864999999999985 0.090235000000000024 0.084050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 21 -5 7 15 10 -4 11 22 13 -10 -15 16 -2 25 24 -20 -21 -3 -1 -19 -7 -14
right_child=6 4 9 5 -6 18 -8 -9 12 -11 -12 -13 17 14 -16 -17 -18 23 19 20 -22 -23 -24 -25 -26 -27
leaf_value=0.0017156368188567335 0.00078902472431926596 0.0013310930413354099 0.0014342011964695051 0.0012562245965033571 0.00079369669160753381 0.0017849419572997451 0.00064421881552115137 0.0011719536774728026 0.0018318943236020229 0.0010924174788824873 0.0019866263568290368 0.0018921504158331205 0.001900574208996491 0.001462843523732871 0.0016261331742205461 0.00070773627680617438 0.0011491307545453532 0.0016358240566147039 0.0016547321840508912 0.0013792623356174861 0.0015755098321808057 0.0010918336677384604 0.0015613785387750059 0.0017897212030883844 0.0015881424020932414 0.0017214399606419316
leaf_weight=358 56 53 67 70 53 54 79 63 69 58 52 89 72 217 268 76 52 480 93 137 121 70 73 68 61 53
leaf_count=358 56 53 67 70 53 54 79 63 69 58 52 89 72 217 268 76 52 480 93 137 121 70 73 68 61 53
internal_value=0 0.00158514 0.00162165 0.00164015 0.0010745 0.00152026 0.000866857 0.000937923 0.00167585 0.0012759 0.00174823 0.00172433 0.00164208 0.00158793 0.00155315 0.000857601 0.000962735 0.0016866 0.00155985 0.0015201 0.00147144 0.00119522 0.00168959 0.00165499 0.00168086 0.0018249
internal_weight=0 2636 2460 2335 176 536 326 247 1799 125 572 520 1227 554 485 184 108 673 466 351 258 123 431 548 115 125
internal_count=2962 2636 2460 2335 176 536 326 247 1799 125 572 520 1227 554 485 184 108 673 466 351 258 123 431 548 115 125
is_linear=0
shrinkage=0.0032998


Tree=6797
num_leaves=24
num_cat=0
split_feature=12 1 155 12 52 0 1 157 403 484 42 0 43 52 42 1213 12 403 4 15 12 4 1
split_gain=0.193418 0.170993 0.237666 0.172149 0.231435 0.152736 0.192267 0.20227 0.14381 0.138915 0.12472 0.248092 0.164913 0.158987 0.122357 0.278344 0.267752 0.168661 0.113614 0.105187 0.104683 0.17762 0.0802404
threshold=0.14472000000000004 0.095920000000000019 0.087240000000000012 -0.10468499999999999 0.12484500000000003 -0.086354999999999987 0.090905000000000014 -0.077294999999999989 -0.53317999999999988 0.057010000000000005 0.097585000000000019 0.035525000000000008 -0.083349999999999994 -0.09823999999999998 0.08845500000000002 0.085475000000000009 0.087805000000000008 -0.080924999999999983 -0.075169999999999987 0.087885000000000019 -0.083979999999999985 -0.074729999999999977 0.10801000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 9 6 7 -1 -7 20 11 12 19 -14 15 17 -16 -9 -12 -10 -5 -22 -6
right_child=-2 2 -4 4 22 8 -8 14 10 -11 18 -13 13 -15 16 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.014714084379910633 -0.004087497889514841 0.0099649390735840615 0.011261904665880345 -0.0042811921569998607 0.012838607790822481 -0.003265298388329672 0.017617745406580409 0.01506465253687353 0.01025728113258972 -0.0084323499385064327 0.015812623442746161 -0.0034251085516643536 -0.0030019701441895961 0.0048674752798697572 0.019174021847404039 -0.0063450935903517428 0.0039820042571280818 0.0051478498783198044 0.0061256716474693646 0.0033442294658090257 -0.0071685939329238198 0.0032783579403793403 0.0040055492382687578
leaf_weight=88 65 72 91 96 54 59 53 55 243 52 56 99 84 529 59 55 75 433 91 85 53 350 65
leaf_count=88 65 72 91 96 54 59 53 55 243 52 56 99 84 529 59 55 75 433 91 85 53 350 65
internal_value=0 0.00517989 0.00314017 0.00214169 0.0012983 0.00600222 0.00779252 0.00710947 0.00482545 -0.000152057 0.00522911 0.00457733 0.00542115 0.00378619 0.00611832 0.0049882 0.0106844 0.0062692 0.00982816 0.00847127 0.000707219 0.00189998 0.00802893
internal_weight=0 2897 833 742 670 2064 818 765 1246 551 1187 1040 941 613 677 543 134 488 147 328 499 403 119
internal_count=2962 2897 833 742 670 2064 818 765 1246 551 1187 1040 941 613 677 543 134 488 147 328 499 403 119
is_linear=0
shrinkage=0.16829


Tree=6798
num_leaves=24
num_cat=0
split_feature=2 160 39 13 3 3 49 51 15 51 0 15 2 1 1447 2 43 0 43 160 15 13 15
split_gain=0.162965 0.152191 0.167962 0.21103 0.141582 0.170197 0.176602 0.207163 0.114465 0.112112 0.0983566 0.211914 0.147997 0.297173 0.206915 0.135001 0.130721 0.127881 0.107685 0.0852514 0.0895813 0.0729056 0.0236067
threshold=0.11891500000000001 0.10057500000000001 0.089030000000000012 -0.040229999999999995 -0.0037099999999999998 0.11878500000000002 -1.0000000180025095e-35 -0.070454999999999976 -0.047859999999999993 0.098910000000000012 -0.050249999999999996 -1.0000000180025095e-35 0.087605000000000002 0.077690000000000023 -0.050039999999999994 0.10472500000000001 -0.0064299999999999991 -0.082494999999999985 -0.16130499999999998 0.50959500000000013 -0.077669999999999989 -0.074869999999999978 -0.22805999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 10 6 -6 -8 9 21 12 -12 16 14 -14 -13 18 -18 -1 20 -3 -2 -23
right_child=8 19 3 -5 5 -7 7 -9 -10 -11 11 15 13 -15 -16 -17 17 -19 -20 -21 -22 22 -24
leaf_value=0.010930323960474123 0.0043793635373881902 0.006190585777698928 0.0064020728882965058 -0.0074636284541776711 0.0039990061304280367 0.0016894107031274503 0.0062856777093549636 0.019483860632132265 -0.0041786780745511386 0.009397369370410134 -0.0078885563081755681 -0.00090508839307726894 0.013382788660612229 -0.0064839863663469161 0.0029459921988827203 0.0098120905583586725 0.010894484944517868 0.0036630391813408116 0.0037656087590231344 0.0031396726683355011 0.014529725697847998 -0.0048196570366592214 0.0002199712701212422
leaf_weight=66 84 64 53 75 78 89 58 82 98 54 60 70 59 89 627 63 217 103 628 53 88 52 52
leaf_count=66 84 64 53 75 78 89 58 82 98 54 60 70 59 89 627 63 217 103 628 53 88 52 52
internal_value=0 0.00458886 0.00421406 -0.00170833 0.00454602 0.00791504 0.0104484 0.0140289 0.00066656 0.00263611 0.00402327 0.000403622 0.00441276 0.00265761 0.00384624 0.00415796 0.00575246 0.00857248 0.00444957 0.00899907 0.0110303 0.000684483 -0.00228257
internal_weight=0 2622 2417 128 2289 307 218 140 340 242 1982 193 1789 775 686 133 1014 320 694 205 152 188 104
internal_count=2962 2622 2417 128 2289 307 218 140 340 242 1982 193 1789 775 686 133 1014 320 694 205 152 188 104
is_linear=0
shrinkage=0.16829


Tree=6799
num_leaves=27
num_cat=0
split_feature=4 2 124 1 1 0 2 1 52 15 52 4 42 2 2 484 484 1 2 151 16 52 1 0 3 4
split_gain=8.61253 2.29421 1.14548 0.611792 0.540829 0.381165 0.378463 0.337665 0.432895 0.519811 0.344931 0.61357 0.22026 0.287275 0.205593 0.207847 0.230054 0.172581 0.168309 0.149471 0.140837 0.115534 0.0868476 0.134116 0.0456775 0.0366415
threshold=0.31392000000000003 0.12068000000000001 -0.048219999999999992 0.10174000000000001 0.13042000000000001 -0.045139999999999993 0.14132000000000003 0.095435000000000006 -0.41694999999999993 0.086035000000000014 0.11262000000000001 0.0019650000000000002 0.088060000000000013 0.11504500000000002 0.085730000000000015 0.079595000000000013 -0.15475999999999998 0.081315000000000012 0.072175000000000017 -0.0056149999999999993 -0.0092499999999999978 0.088485000000000008 0.086590000000000014 -0.083804999999999977 -0.087284999999999988 -0.018664999999999998
decision_type=2 2 2 2 2 2 2 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 -3 14 24 10 11 -10 13 -2 18 16 -16 -18 22 -17 21 -20 -4 -24 -9 -21
right_child=4 6 7 -5 5 -7 -8 8 9 -11 -12 -13 -14 -15 15 19 17 -19 20 25 -22 -23 23 -25 -26 -27
leaf_value=0.0009122655117372731 0.00076308945530319196 0.00076505383313194128 0.00089372861670892264 0.00047637346688217202 0.00012629910241621133 0.00047560148750714661 0.00045735216189126527 0.0010304306774903153 0.00043269633547589955 0.0010781040227485781 0.00098490839757464752 0.00087831056922109993 0.0003525507642374507 0.00044197276663130906 0.0011623718686800974 0.00098537053352887012 0.00098682623414217689 0.00081978189464915771 0.0010571356321243872 0.00125393346461061 0.0012467686186720299 0.0012144607300126375 0.0011470747960888794 0.00099261851237078601 0.0011711977569036939 0.0011244783254082988
leaf_weight=76 62 86 52 66 93 54 90 64 64 79 53 72 56 61 78 69 856 76 247 53 85 69 98 187 53 63
leaf_count=76 62 86 52 66 93 54 90 64 64 79 53 72 56 61 78 69 856 76 247 53 85 69 98 187 53 63
internal_value=0 0.00097237 0.000998431 0.000709916 0.000403632 0.000254854 0.000607907 0.00101609 0.00092597 0.000852265 0.00075768 0.000668869 0.000525616 0.000604123 0.00103402 0.00100683 0.000987883 0.000973242 0.00107801 0.00111006 0.00112458 0.0010916 0.00102248 0.00104585 0.0010945 0.00118393
internal_weight=0 2636 2460 142 326 147 176 2318 385 268 189 136 179 123 1933 1195 1010 932 738 185 401 316 337 285 117 116
internal_count=2962 2636 2460 142 326 147 176 2318 385 268 189 136 179 123 1933 1195 1010 932 738 185 401 316 337 285 117 116
is_linear=0
shrinkage=0.0032998


Tree=6800
num_leaves=14
num_cat=0
split_feature=44 149 483 484 52 49 15 1 13 16 15 15 1
split_gain=0.141404 0.135587 0.13793 0.170091 0.211406 0.176745 0.226923 0.184153 0.127904 0.0927998 0.0901015 0.0898744 0.0383095
threshold=0.081835000000000019 0.079475000000000004 0.085850000000000024 0.085515000000000022 -0.052874999999999991 -0.18178499999999997 0.11806500000000002 0.12765500000000005 0.066620000000000026 0.0015850000000000003 -0.092489999999999989 -0.015104999999999999 0.14533000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 7 8 -7 10 -4 -6 -9
right_child=-2 -3 9 4 11 6 -8 12 -10 -11 -12 -13 -14
leaf_value=-0.0059379125479128523 0.012633657512101262 0.010772501376304212 0.0057194420902287185 -0.0075955309417781326 0.0074708361338567224 0.0035947915152151765 0.012728806800918842 -0.0037539749588303534 0.0076984997124637765 0.0029207881394820905 0.013078013879351305 -0.0016742201138085849 0.0015520464700208012
leaf_weight=52 54 80 96 87 66 1823 81 103 245 95 95 56 61
leaf_count=52 54 80 96 87 66 1823 81 103 245 95 95 56 61
internal_value=0 0.00392727 0.00373516 0.0033443 -0.00125116 0.00375117 0.00396977 0.0036511 0.00408183 0.00724666 0.00938887 0.00325838 -0.00176944
internal_weight=0 2940 2860 2574 209 2365 2313 2232 2068 286 191 122 164
internal_count=2994 2940 2860 2574 209 2365 2313 2232 2068 286 191 122 164
is_linear=0
shrinkage=0.16829


Tree=6801
num_leaves=16
num_cat=0
split_feature=4 11 11 43 4 3 3 4 43 402 13 402 2 3 2
split_gain=0.153905 0.176946 0.174026 0.125999 0.166571 0.356636 0.206082 0.273664 0.245171 0.227818 0.201684 0.18534 0.184763 0.078613 0.0439794
threshold=-0.44205499999999992 0.079225000000000004 0.088315000000000018 -0.23538999999999996 -0.10023999999999998 -0.053364999999999996 -0.049204999999999992 -0.010764999999999999 -0.083879999999999996 0.13174500000000003 -0.10667999999999998 0.11225500000000001 0.085865000000000011 -0.059315 0.095565000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 13 5 -5 9 -8 -9 10 -6 -12 -10 -2 -1
right_child=2 -3 -4 4 6 -7 7 8 12 -11 11 -13 -14 -15 -16
leaf_value=0.0088296850152763274 0.0047909692790334309 0.0014549490143962601 0.011445066647523126 -0.010903732668938701 -0.0050967662277819677 0.005736736431529125 -0.0080165455318878236 -0.0090664735677488534 0.0084087524935853239 -0.0071253108902674857 0.004200506809550298 0.014420436220224259 0.00097128088020609273 0.012935952471986339 0.015586299339715245
leaf_weight=56 98 70 69 76 64 70 95 53 130 52 1650 52 350 52 57
leaf_count=56 98 70 69 76 64 70 95 53 130 52 1650 52 350 52 57
internal_value=0 0.0081329 0.00308906 0.00287814 0.00260265 -0.00291312 0.00293262 0.000301265 0.00178717 0.00384059 0.0041645 0.0045138 0.00298934 0.00762654 0.0122538
internal_weight=0 183 2811 2742 2592 146 2446 628 533 1818 1766 1702 480 150 113
internal_count=2994 183 2811 2742 2592 146 2446 628 533 1818 1766 1702 480 150 113
is_linear=0
shrinkage=0.16829


Tree=6802
num_leaves=18
num_cat=0
split_feature=11 2 4 4 4 13 1209 1210 3 15 3 2 2 40 2 376 15
split_gain=0.128879 0.165204 0.148199 0.125339 0.114188 0.374944 0.127589 0.187323 0.134594 0.207354 0.304833 0.134251 0.124593 0.132105 0.0986329 0.0960651 0.0209967
threshold=0.080455000000000013 0.097005000000000022 -0.49010499999999996 -0.44205499999999992 -0.10023999999999998 -0.00099499999999999979 0.083050000000000013 -0.066709999999999978 0.0035100000000000005 -0.025879999999999997 0.096440000000000012 0.084855000000000014 0.11504500000000002 -0.073884999999999992 0.095565000000000011 0.076485000000000011 0.086365000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 14 5 -5 7 -6 12 10 -10 -8 15 -14 -1 -9 -13
right_child=1 2 -4 4 6 -7 11 8 9 -11 -12 16 13 -15 -16 -17 -18
leaf_value=0.003137821731886804 0.013369496287094378 -0.0031641978302057328 0.0090131091162836546 -0.010881290817664473 -0.0074436615405130717 0.0063470386800301443 0.014105985509814763 0.002852356050877438 -0.005627882262358057 -0.0081206576479998828 0.0053645081708115867 0.0012507477540464633 0.0001507427639605081 0.01016519709787434 0.01296328432970929 -0.0042194431131461572 0.0059994823271506863
leaf_weight=60 73 55 58 72 55 71 53 1700 109 78 207 52 53 129 57 56 56
leaf_count=60 73 55 58 72 55 71 53 1700 109 78 207 52 53 129 57 56 56
internal_value=0 0.00712206 0.0030702 0.00254145 0.00230607 -0.0023148 0.00256611 0.00225573 0.00248526 -0.000346186 0.00156714 0.00715665 0.00306182 0.00725877 0.00793994 0.00262581 0.00372969
internal_weight=0 186 113 2808 2691 143 2548 2387 2332 394 316 161 1938 182 117 1756 108
internal_count=2994 186 113 2808 2691 143 2548 2387 2332 394 316 161 1938 182 117 1756 108
is_linear=0
shrinkage=0.16829


Tree=6803
num_leaves=19
num_cat=0
split_feature=4 3 39 11 3 3 4 48 133 16 16 4 3 16 13 16 3 4
split_gain=10.914 2.57484 2.34887 0.735775 0.855464 0.572069 0.498152 0.465165 0.55813 0.346545 0.328144 0.213673 0.471978 0.21141 0.205189 0.175843 0.14606 0.133744
threshold=0.31392000000000003 0.28833000000000003 0.08456000000000001 1.0000000180025095e-35 -0.11749 -0.080854999999999996 0.0033150000000000007 0.094180000000000014 0.086975000000000011 0.0048000000000000013 -0.49353499999999995 -0.39175499999999991 -0.024819999999999998 -0.032699999999999993 0.032645000000000007 -0.16318499999999997 -0.076969999999999997 0.42405000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 11 8 -4 13 17 -6 -13 -8 -5 -12 -11 -7
right_child=5 -3 7 14 6 10 9 -9 -10 16 15 12 -14 -15 -16 -17 -18 -19
leaf_value=0.00056989749313740665 0.00046204825505065709 0.0002227541671512534 0.00080927048905470825 0.0012441384312642989 0.0011001588659735452 0.0001630749797985629 0.00083300068122905285 0.00029387910289732915 0.00037619820514121728 0.00078273950895273343 -8.9315641141460609e-05 0.00094314694547340168 0.00072398188052375206 0.0010634672363908013 0.001012791997740777 0.0001533007177352891 0.00055078749894532284 0.00039487549944446017
leaf_weight=85 82 66 85 80 84 57 308 60 53 58 66 1466 117 52 94 64 64 53
leaf_count=85 82 66 85 80 84 57 308 60 53 58 66 1466 117 52 94 64 64 53
internal_value=0 0.000867133 0.000883439 0.000911868 0.000895691 0.000223908 0.000908561 0.000537524 0.000643201 0.000814563 0.000142397 0.000935719 0.000926971 0.000866388 0.00111936 2.98553e-05 0.000661349 0.000275081
internal_weight=0 2672 2606 2408 2234 322 2149 198 138 482 240 1667 1583 360 174 130 122 110
internal_count=2994 2672 2606 2408 2234 322 2149 198 138 482 240 1667 1583 360 174 130 122 110
is_linear=0
shrinkage=0.0032998


Tree=6804
num_leaves=19
num_cat=0
split_feature=4 39 457 11 49 42 49 14 49 150 4 159 15 158 39 42 11 4
split_gain=22.6802 3.975 1.86199 1.60555 0.779275 1.25714 0.745091 0.68096 0.669976 0.507895 0.466929 0.542194 0.426851 0.365166 0.227756 0.141594 0.0577516 0.0520979
threshold=0.31392000000000003 0.08456000000000001 0.11129500000000002 1.0000000180025095e-35 -0.061079999999999988 0.073240000000000013 -0.0086549999999999978 -0.45687499999999998 0.14255500000000002 0.081245000000000026 0.053330000000000009 0.051140000000000012 0.043560000000000008 0.019155000000000002 0.099350000000000008 0.092600000000000016 0.088630000000000014 0.50944500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -3 -2 10 15 11 -6 16 -12 -8 17 -5 -9
right_child=7 6 -4 12 8 -7 14 9 -10 -11 13 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0010031417265999923 0.000839789475541192 0.00077978009672846225 0.00087393290566468735 0.0015893761925110141 0.0015379591818385091 0.0015320656552638228 0.0013256973492807883 0.00049318810143942618 0.0011360605467985239 0.00067385771995992006 0.0012671651284284758 0.0013633745950136103 0.0020222232587443121 0.0015303096960159403 0.0010214713571188021 0.0002231898077187992 0.001753482140036145 0.00035487495680959155
leaf_weight=99 57 94 55 54 1502 98 58 55 59 74 163 227 61 92 53 64 57 72
leaf_count=99 57 94 55 54 1502 98 58 55 59 74 163 227 61 92 53 64 57 72
internal_value=0 0.00143911 0.00147583 0.00148954 0.00146586 0.00126644 0.000997065 0.00051191 0.00148507 0.000441252 0.00149543 0.00151506 0.00179768 0.00136224 0.00118075 0.000350947 0.00167396 0.000415052
internal_weight=0 2672 2467 2412 2240 197 205 322 2043 265 1984 1729 172 255 111 191 111 127
internal_count=2994 2672 2467 2412 2240 197 205 322 2043 265 1984 1729 172 255 111 191 111 127
is_linear=0
shrinkage=0.0032998


Tree=6805
num_leaves=27
num_cat=0
split_feature=1 47 10 1 0 123 14 1 42 0 52 1 43 43 151 0 52 43 0 1 160 131 1 50 42 42
split_gain=19.6124 2.7456 1.82695 1.66397 1.29843 0.894019 0.809113 0.753853 0.662875 0.654148 0.401974 0.486854 0.394333 0.36591 0.292838 0.231223 0.186338 0.276174 0.213898 0.182638 0.241291 0.164817 0.132434 0.0979002 0.0871411 0.121289
threshold=0.10921500000000002 0.085585000000000008 -0.00189 0.091395000000000018 -0.071299999999999988 0.083875000000000019 0.077140000000000014 0.13074500000000003 0.086510000000000017 -0.066574999999999981 -0.40011499999999994 0.10378000000000001 -0.116045 0.29736500000000005 0.025200000000000004 -0.06612999999999998 -0.16855499999999998 -0.082689999999999986 -0.13165999999999997 1.0000000180025095e-35 -0.0037699999999999995 0.085925000000000015 0.094090000000000021 0.088865000000000013 -0.036704999999999995 0.094350000000000003
decision_type=2 2 2 2 2 2 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 10 13 15 -3 -9 -5 21 -6 14 16 -4 17 -1 -18 20 -14 22 -12 -24 -22 -26
right_child=1 8 7 5 12 -7 -8 9 -10 -11 11 -13 19 -15 -16 -17 18 -19 -20 -21 24 -23 23 -25 25 -27
leaf_value=0.0013129326115743473 -7.6740547013332702e-05 0.00066954900921146121 0.00051799156934550096 0.0012984727571612091 0.00082795510670705011 0.00065324390855767058 0.0016241297666969381 3.387361256767541e-06 0.0011012323598316653 0.00051069142265539318 0.0009169532262800499 0.00080086400731114202 0.00088255154003842487 0.0010492986271874657 0.0010370739861627471 0.00077927470463201338 0.0011459448607340696 0.00097994637607703343 0.0013143945796868571 0.0012852951953029571 0.0012525327329855863 0.0012364107143840275 0.0010099836426170807 0.0012159108279515174 0.00097247714765473644 0.001182071101806228
leaf_weight=60 88 90 103 76 64 62 74 55 69 56 60 78 56 80 53 59 92 52 1174 58 52 73 53 55 59 69
leaf_count=60 88 90 103 76 64 62 74 55 69 56 60 78 56 80 53 59 92 52 1174 58 52 73 53 55 59 69
internal_value=0 0.000495668 0.000336379 0.00120266 0.00124488 0.00102307 0.00128553 0.000469674 0.000857105 0.000259642 0.00108103 0.00102912 0.00106482 0.00126892 0.00128118 0.000613368 0.00129054 0.00115865 0.00130218 0.00111626 0.00107457 0.00110284 0.00104459 0.00111518 0.00113412 0.00108574
internal_weight=0 520 361 2400 1943 457 1585 273 159 111 395 319 358 1511 1431 162 1378 112 1266 294 236 241 168 108 180 128
internal_count=2920 520 361 2400 1943 457 1585 273 159 111 395 319 358 1511 1431 162 1378 112 1266 294 236 241 168 108 180 128
is_linear=0
shrinkage=0.0032998


Tree=6806
num_leaves=9
num_cat=0
split_feature=40 14 9 41 151 1453 1453 1
split_gain=0.316734 0.159294 0.276487 0.214146 0.148634 0.111201 0.150586 0.130577
threshold=0.09888000000000001 0.077140000000000014 0.085355000000000014 0.077915000000000012 0.10365500000000001 -0.082189999999999999 -0.053899999999999997 0.13891000000000003
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=-0.0020355496685888009 -0.0072460112984197127 0.011849086824714182 -0.0053455467426419667 -0.0024507946843399758 -0.0024907715293717037 0.014372645340806494 0.0058502761173889447 -0.00049799039341832008
leaf_weight=52 60 96 73 101 65 57 2321 95
leaf_count=52 60 96 73 101 65 57 2321 95
internal_value=0 0.00509687 0.0048617 0.00513926 0.00543594 0.0056407 0.00580284 0.00559991
internal_weight=0 2860 2764 2691 2590 2525 2473 2416
internal_count=2920 2860 2764 2691 2590 2525 2473 2416
is_linear=0
shrinkage=0.16829


Tree=6807
num_leaves=10
num_cat=0
split_feature=10 40 475 157 474 157 14 2 3
split_gain=0.275874 0.239982 0.176223 0.342905 0.144003 0.118272 0.112911 0.184268 0.157279
threshold=-0.089679999999999982 0.09888000000000001 -0.088544999999999985 0.17142500000000002 0.10961000000000001 0.10381000000000003 0.077140000000000014 -0.087809999999999985 -0.15105999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -4 -9
right_child=1 -3 4 -5 -6 -7 -8 8 -10
leaf_value=-0.0057093095590256817 -0.011854476599434609 -0.0066929615152085103 -0.0042637861047509279 0.0067154584563800948 -0.0034803633763785891 -0.0027928838416446176 0.011084420012029288 -0.0013924711802328674 0.0054430202121327313
leaf_weight=80 53 55 60 60 58 54 88 99 2313
leaf_count=80 53 55 60 60 58 54 88 99 2313
internal_value=0 0.00430215 0.00451994 -0.00197844 0.00479543 0.00497974 0.0051444 0.00493221 0.00516171
internal_weight=0 2840 2785 113 2672 2614 2560 2472 2412
internal_count=2920 2840 2785 113 2672 2614 2560 2472 2412
is_linear=0
shrinkage=0.16829


Tree=6808
num_leaves=26
num_cat=0
split_feature=1 52 1 12 3 43 12 12 475 11 3 1 483 3 1 51 50 13 159 3 12 52 52 483 3
split_gain=6.93647 1.2395 0.781792 0.762793 0.404502 0.573993 0.318021 0.262755 0.323604 0.253773 0.186028 0.165013 0.149079 0.134186 0.255894 0.130619 0.137008 0.105725 0.0984465 0.0842164 0.101255 0.0941648 0.149672 0.0795699 0.0220405
threshold=0.10921500000000002 -0.25811499999999993 0.091395000000000018 -0.0089849999999999982 0.31395500000000004 -0.080324999999999994 0.088325000000000015 0.092755000000000018 -0.088544999999999985 0.077330000000000024 -0.12077499999999998 0.13130500000000003 -0.066609999999999989 0.12745000000000004 0.121715 -0.061604999999999993 0.091765000000000013 -0.046389999999999994 -1.0000000180025095e-35 -0.074234999999999982 0.10859000000000001 0.024870000000000003 -0.12367499999999999 0.096950000000000022 -0.07908999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 -4 5 11 13 8 -1 10 -10 -3 -12 14 -7 -5 17 -17 -9 21 -21 22 -20 -14 -19
right_child=1 4 3 15 -6 6 -8 18 9 -11 12 -13 23 -15 -16 16 -18 24 19 20 -22 -23 -24 -25 -26
leaf_value=0.00056786561856173371 0.00083208084640796847 0.00026578096124566447 0.00036684554471316707 0.00083515258072848768 8.8087523899498733e-05 0.00043835147843149838 0.00060706976764769618 0.00063259002860126495 0.00065321730838836009 0.0010523057670587383 0.00096627457918856965 2.6648580562939164e-05 0.00082690736318218733 0.00048410690430187523 0.00013110146581147794 0.00053779765062157106 0.000782816428163924 0.00074872176223113307 0.00087440887987397665 0.0005989335207364885 0.00076844535630296964 0.00087760548479930676 0.00065439796661746058 0.00069638482465918825 0.00064778218082271895
leaf_weight=54 52 71 87 76 85 61 78 93 70 55 85 57 1125 58 58 84 96 53 57 71 92 95 89 57 61
leaf_count=54 52 71 87 76 85 61 78 93 70 55 85 57 1125 58 58 84 96 53 57 71 92 95 89 57 61
internal_value=0 0.000348394 0.000768909 0.000645702 0.000294575 0.000340309 0.000430897 0.000797869 0.000820568 0.000830346 0.000821188 0.000159568 0.000830441 0.000353062 0.000288895 0.000711175 0.000679007 0.000628497 0.000731758 0.000754499 0.000694825 0.000794712 0.000740534 0.000820643 0.000695019
internal_weight=0 520 2400 457 468 383 255 1943 1446 1392 1337 128 1267 177 119 370 294 198 497 404 163 241 146 1182 114
internal_count=2920 520 2400 457 468 383 255 1943 1446 1392 1337 128 1267 177 119 370 294 198 497 404 163 241 146 1182 114
is_linear=0
shrinkage=0.0032998


Tree=6809
num_leaves=16
num_cat=0
split_feature=10 0 40 13 1453 4 0 4 13 0 475 157 133 12 4
split_gain=0.22384 0.170547 0.165769 0.12281 0.115654 0.100863 0.16338 0.197669 0.265705 0.159162 0.155513 0.294699 0.145779 0.125711 0.10167
threshold=-0.00189 -0.057749999999999989 0.095825000000000007 0.27020000000000005 -0.083254999999999982 0.27258000000000004 -0.091694999999999985 -0.060239999999999995 -0.048579999999999991 -0.037444999999999992 -0.086299999999999988 0.12912000000000004 0.085515000000000022 0.12701500000000002 0.42642000000000008
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 8 -6 14 11 -8 -9 -12 -7
right_child=2 -3 -4 -5 5 9 10 12 -10 -11 13 -13 -14 -15 -16
leaf_value=0.0023009551926957178 -0.0035208273255346212 -0.0088028297845294586 -0.0049989719527963952 0.012519875562881469 0.0053883029199358334 -0.0053167016231918966 -0.011218879723013928 0.0041688768115418582 0.022216352982983259 0.0093247962051849972 0.004604318054774432 0.0062804099230695841 0.011455479933039346 -0.0036315887087109977 0.0025537856604834039
leaf_weight=96 53 66 54 52 54 89 53 371 53 52 1621 56 99 54 97
leaf_count=96 53 66 54 52 54 89 53 371 53 52 1621 56 99 54 97
internal_value=0 -0.00221172 0.00421794 0.00440267 0.00424283 0.00440184 0.00473493 0.0072003 0.0137405 0.00109 0.00393655 -0.00221194 0.00570754 0.00433773 -0.00120254
internal_weight=0 162 2758 2704 2652 2599 2361 577 107 238 1784 109 470 1675 186
internal_count=2920 162 2758 2704 2652 2599 2361 577 107 238 1784 109 470 1675 186
is_linear=0
shrinkage=0.16829


Tree=6810
num_leaves=22
num_cat=0
split_feature=4 3 39 3 12 15 4 150 12 3 150 160 3 16 3 16 475 49 4 3 3
split_gain=25.0005 6.54352 4.74221 1.48225 1.19144 0.930985 0.668121 0.611371 0.675872 0.559237 0.523174 0.513534 0.528649 0.456791 0.87661 0.371926 0.351713 0.387404 0.293598 0.227405 0.174785
threshold=0.31392000000000003 0.28833000000000003 0.0039300000000000003 0.10402500000000002 -0.095319999999999988 -0.43587999999999999 0.51326500000000019 0.086765000000000023 0.090285000000000018 -0.018854999999999997 0.085595000000000018 -0.060659999999999992 -0.12711499999999995 -0.116045 -0.10115999999999999 -0.49353499999999995 -0.083494999999999986 -0.073619999999999977 -0.050244999999999991 0.0066850000000000008 -0.08175499999999998
decision_type=2 2 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 -4 6 -2 8 13 -6 19 18 -13 20 -15 -8 -9 -18 -10 -7 -1
right_child=5 -3 4 -5 9 10 15 16 11 -11 -12 12 -14 14 -16 -17 17 -19 -20 -21 -22
leaf_value=0.0020852838217209728 0.0011469813546846142 0.00056203226206567327 0.0015590581482467912 0.0012735106497142974 0.00074220870794070623 0.00049821404488644653 0.00089770983011099113 0.0017429193978651739 0.0013300172610188701 0.0011654259566774711 0.00073319551403013938 0.001932920710150723 0.0016634320419516711 0.0014580046417651739 0.0017843033896147297 0.00051413689891106342 0.0015837705929150842 0.0011971663196421564 0.0016017146266634232 0.00019245640876555041 0.0018463685263474423
leaf_weight=64 52 62 63 90 53 54 52 52 70 98 60 92 671 101 900 60 65 52 124 53 81
leaf_count=64 52 62 63 90 53 54 52 52 70 98 60 92 671 101 900 60 65 52 124 53 81
internal_value=0 0.00162223 0.00164773 0.00169038 0.00117682 0.000659951 0.000836845 0.00170688 0.00172235 0.00101711 0.000486024 0.00165706 0.00169597 0.00177683 0.00175142 0.000692539 0.0015142 0.00141225 0.00150386 0.000347093 0.00195206
internal_weight=0 2638 2576 2362 214 331 164 2272 2103 151 167 957 763 1146 1001 112 169 117 194 107 145
internal_count=2969 2638 2576 2362 214 331 164 2272 2103 151 167 957 763 1146 1001 112 169 117 194 107 145
is_linear=0
shrinkage=0.0032998


Tree=6811
num_leaves=28
num_cat=0
split_feature=1 3 12 4 1 12 2 15 4 13 2 1 2 3 41 1 1455 48 11 4 12 1 13 4 12 12 15
split_gain=40.144 4.46249 3.68369 2.18842 1.88512 1.80358 1.60522 1.69654 1.13583 0.610904 0.521673 0.439894 0.433748 0.425061 0.41249 0.383696 0.341158 0.323195 0.319432 0.585181 0.243018 0.227218 0.184613 0.210993 0.16822 0.136744 0.105257
threshold=0.10910500000000002 -0.063264999999999988 0.056995000000000011 0.31392000000000003 0.092395000000000019 0.090285000000000018 0.14808000000000002 -0.17840999999999999 0.058025000000000007 -0.011954999999999999 0.10052500000000002 0.12895500000000001 0.10019000000000002 -1.0000000180025095e-35 0.075585000000000013 0.085110000000000005 0.081665000000000001 0.014805 0.080455000000000013 -0.111135 0.099170000000000022 0.11805500000000001 0.049070000000000009 -0.080114999999999978 0.083865000000000009 0.087805000000000008 0.089835000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 21 12 10 7 11 18 -6 14 -3 15 -11 16 -1 24 -9 19 -7 -10 -2 23 -21 -4 -26 -24
right_child=1 6 5 -5 9 8 -8 17 20 13 -12 -13 -14 -15 -16 -17 -18 -19 -20 22 -22 -23 26 -25 25 -27 -28
leaf_value=0.0013170081750862805 0.0010629580290675801 5.5582736921665038e-05 0.0011801279299245699 0.00016544006663330425 0.00034180598053119252 0.00081362432525663975 -0.00042166031004249414 0.00051831253316286764 0.00098908299620628312 0.00053485510078287194 0.0010004013879155857 -0.00032429604350559226 0.00084439943781667453 0.00091407282257106013 0.0016228415453000433 0.0010151360787515344 0.0015696837471097019 0.00019930391940532277 0.0013805606401035742 0.0013810413503877949 0.00071295343556803325 0.00075347865988311324 0.0011419908226108705 0.0011832339840658422 0.001358816310891444 0.0012649445197230606 0.00095744674281079923
leaf_weight=93 53 56 102 73 52 52 87 65 72 54 52 81 62 82 55 94 60 75 76 71 70 53 107 428 514 276 54
leaf_count=93 53 56 102 73 52 52 87 65 72 54 52 81 62 82 55 94 60 75 76 71 70 53 107 428 514 276 54
internal_value=0 0.000179102 0.00117174 0.000605691 0.000897125 0.00123206 -3.05803e-05 9.21227e-05 0.00112578 0.000647237 0.00132537 -0.00016876 0.00108565 0.00076376 0.00134211 0.00116545 0.00132586 0.000347667 0.00117485 0.00115284 0.000853211 0.000908551 0.00117951 0.00121145 0.00130942 0.00132607 0.00108031
internal_weight=0 543 2426 179 437 1989 364 277 930 188 1059 137 249 136 1007 187 952 140 788 712 142 106 660 499 892 790 161
internal_count=2969 543 2426 179 437 1989 364 277 930 188 1059 137 249 136 1007 187 952 140 788 712 142 106 660 499 892 790 161
is_linear=0
shrinkage=0.0032998


Tree=6812
num_leaves=29
num_cat=0
split_feature=12 3 12 123 3 3 12 52 52 12 97 1204 3 52 52 3 52 43 52 3 3 52 123 52 12 3 12 52
split_gain=13.4013 2.54189 2.47525 2.24453 1.54145 1.21132 0.747906 0.674195 0.91357 0.500754 0.451729 0.419774 0.366765 0.363236 0.280667 0.286345 0.26367 0.213933 0.207038 0.18426 0.210281 0.182339 0.146487 0.117244 0.177228 0.190932 0.0484365 0.00647077
threshold=0.056995000000000011 0.28833000000000003 0.10331000000000001 0.081180000000000016 -0.11151499999999999 0.11745500000000002 0.087805000000000008 -0.091869999999999993 0.057445000000000003 0.14824500000000004 -0.0047149999999999996 -0.082199999999999981 -0.12711499999999995 0.024870000000000003 -0.53473999999999988 -0.096099999999999977 -0.070104999999999987 -0.12118 -0.046194999999999993 -0.069909999999999986 -0.074679999999999983 0.11122500000000002 0.088795000000000013 -0.16855499999999998 0.087400000000000019 -0.092734999999999984 0.11064500000000001 -0.0092149999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 7 12 -6 18 13 -5 -8 -2 16 -13 17 -4 -16 -9 20 -17 23 -12 -14 25 -25 -15 -3
right_child=2 27 9 10 5 -7 11 8 -10 -11 22 14 21 26 15 19 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=0.00068686655788331588 0.0018212913576560294 0.0004836274490966624 0.0013220568341006072 0.00051134639692637348 0.001578178617627661 0.00086753587409099198 0.00171117072603749 0.00094384064345817643 0.0016087441557308616 0.0009136758595719894 0.00096685199089515447 0.0016101510559854912 0.0014301132607897355 0.0013206315564386491 0.001124364832226502 0.001440363994331119 0.0010542020604694504 0.0013844988307793542 0.0011984263783143979 0.0012561590575789138 0.0016115235716445929 0.0013790251768871521 0.00076930289163539781 0.0013980288393096588 0.0017838447273852253 0.0016047464393204236 0.0014641230734931364 0.00054406501116705138
leaf_weight=61 72 52 69 55 93 73 68 52 56 54 76 99 52 55 56 623 102 99 117 53 94 53 96 58 55 441 68 67
leaf_count=61 72 52 69 55 93 73 68 52 56 54 76 99 52 55 56 623 102 99 117 53 94 53 96 58 55 441 68 67
internal_value=0 0.000963404 0.00146364 0.00104142 0.00117602 0.00125224 0.0015124 0.00134045 0.00124203 0.00120812 0.000773253 0.00145734 0.0015946 0.00126208 0.00144045 0.00142225 0.00116249 0.00129074 0.0011203 0.00144867 0.00146285 0.00156978 0.000856797 0.00158641 0.00160101 0.00158079 0.00140025 0.000517951
internal_weight=0 798 2171 679 452 391 1823 318 225 348 227 1092 731 294 1024 925 171 155 169 770 717 659 172 606 554 499 123 119
internal_count=2969 798 2171 679 452 391 1823 318 225 348 227 1092 731 294 1024 925 171 155 169 770 717 659 172 606 554 499 123 119
is_linear=0
shrinkage=0.0032998


Tree=6813
num_leaves=26
num_cat=0
split_feature=4 51 15 15 51 2 52 150 0 52 457 42 15 52 42 13 15 1455 15 52 52 4 15 13 51
split_gain=0.527027 0.161603 0.184912 0.306028 0.26448 0.177334 0.140151 0.209859 0.171964 0.134979 0.160733 0.12993 0.231792 0.21249 0.125895 0.184908 0.12977 0.104534 0.0920864 0.0802578 0.144534 0.20319 0.0736058 0.0710952 0.0176143
threshold=0.27258000000000004 0.088940000000000005 0.039965000000000007 -0.070454999999999976 0.10532000000000001 0.092320000000000013 -0.092399999999999982 -0.052409999999999991 -0.14820499999999998 -0.060344999999999996 0.082870000000000013 0.087505000000000013 -0.088954999999999992 -0.44829999999999998 0.083120000000000013 -0.27740999999999993 -0.26361999999999991 0.083760000000000015 -0.41956999999999994 -0.13963499999999998 -0.51296999999999993 -0.0078799999999999981 -0.067614999999999995 -0.08176499999999999 -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 6 3 4 -3 -4 11 -8 -9 22 17 12 -1 -13 15 -2 -17 -11 -16 20 24 -22 -10 -6 -14
right_child=14 2 5 -5 23 -7 7 8 9 10 -12 13 19 -15 18 16 -18 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.019021030074204803 -0.0049903218278002422 -0.0033013004738791495 0.0033330352217929913 -0.0090247662057554839 0.0052605406823861382 0.017089771371290835 -0.0019598749957033977 0.015159556209797994 0.0059587451960480741 0.0072067512296791281 0.017101031222664664 0.009302591616270962 0.0080032367508254855 0.022674633332729732 0.00033371690435119827 0.0019706430563136731 0.011609645241625574 0.013956137165068567 -0.0085900925628099971 0.012710045508443575 -0.0039496770454598542 0.0090320307600259622 -0.0012432230075348984 0.013741855882928453 0.012281743785445155
leaf_weight=55 58 68 55 58 52 52 65 85 90 1325 52 80 58 59 78 94 69 69 56 60 73 64 72 63 59
leaf_count=55 58 68 55 58 52 52 65 85 90 1325 52 80 58 59 78 94 69 69 56 60 73 64 72 63 59
internal_value=0 0.00759745 0.00421018 0.00161645 0.00499889 0.0100353 0.00811686 0.007402 0.00776249 0.00737036 0.00788711 0.0105872 0.00892326 0.0149914 0.000681273 0.00315325 0.00606198 0.00754212 -0.00338223 0.00714882 0.00582807 0.00210166 0.00274678 0.00992245 0.0101761
internal_weight=0 2614 348 241 183 107 2266 1758 1693 1608 1446 508 369 139 355 221 163 1394 134 314 254 137 162 115 117
internal_count=2969 2614 348 241 183 107 2266 1758 1693 1608 1446 508 369 139 355 221 163 1394 134 314 254 137 162 115 117
is_linear=0
shrinkage=0.16829


Tree=6814
num_leaves=28
num_cat=0
split_feature=1 3 2 1 2 2 2 9 14 0 2 0 15 0 43 43 1 15 13 1455 48 1 1 1 3 3 3
split_gain=27.2799 3.18021 2.65986 1.63182 1.55446 1.34846 1.01868 1.05947 0.937896 0.908123 0.795971 0.827959 0.618849 0.377417 0.356046 0.329281 0.218601 0.21683 0.193471 0.24314 0.159841 0.145496 0.131702 0.130229 0.116626 0.0910125 0.0868915
threshold=0.10921500000000002 -0.063264999999999988 0.10523 0.089625000000000024 0.11504500000000002 -1.0000000180025095e-35 0.14808000000000002 -1.0000000180025095e-35 0.064610000000000015 -0.13165999999999997 0.13388500000000003 -0.073664999999999994 -0.075094999999999981 -0.06952499999999999 -0.036849999999999994 0.29736500000000005 0.09258000000000001 -0.021954999999999999 -0.083274999999999988 0.041385000000000012 0.090835000000000013 0.118385 0.089175000000000018 0.12765500000000005 -0.081134999999999985 -0.076514999999999986 -0.087414999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 21 -5 7 -3 13 -7 11 16 23 15 -15 18 -4 -13 19 -1 -20 -2 -19 -9 26 -26 -11
right_child=1 6 10 5 -6 9 -8 12 -10 24 -12 17 -14 14 -16 -17 -18 22 20 -21 -22 -23 -24 -25 25 -27 -28
leaf_value=0.0016447586692383536 0.0014359294463212472 0.00024505267976607996 0.0012609569175385227 0.00096378954063894599 0.0006831571136265732 0.0011311304532520231 0.00020742946830242976 0.00068166884060011433 0.0019609725107596386 0.0015269992487165955 0.00088238389060916241 0.001331716819623234 0.000974575142637885 0.0012528578988226661 0.001590279896309998 0.0013662110850963228 0.0009810136471438604 0.001442631226304417 0.001602876229357845 0.0018611206143779441 0.0014202904120903706 0.0011843418710139812 0.0016768246755099392 0.00047040268745818085 0.0014046180550229179 0.001561317748633647 0.0017207069124690272
leaf_weight=450 54 64 59 70 72 72 87 83 81 52 52 91 74 67 73 59 67 60 752 68 60 52 53 54 80 101 62
leaf_count=450 54 64 59 70 72 72 87 83 81 52 52 91 74 67 73 59 67 60 752 68 60 52 53 54 80 101 62
internal_value=0 0.000697016 0.00151713 0.00156437 0.00105834 0.00138497 0.000519253 0.000617774 0.00161304 0.00146521 0.00126388 0.00132388 0.00073066 0.00159459 0.00142905 0.00161125 0.00111238 0.00145434 0.00162209 0.00167323 0.00158943 0.00131284 0.00155279 0.000598653 0.00154663 0.00149225 0.00163266
internal_weight=0 540 2429 2047 178 437 362 275 1610 367 382 330 211 1529 140 1389 126 204 1330 518 812 106 113 137 295 181 114
internal_count=2969 540 2429 2047 178 437 362 275 1610 367 382 330 211 1529 140 1389 126 204 1330 518 812 106 113 137 295 181 114
is_linear=0
shrinkage=0.0032998


Tree=6815
num_leaves=23
num_cat=0
split_feature=1 3 123 43 3 42 1 1 48 3 1 3 1 3 3 51 1212 1212 50 3 124 1
split_gain=9.69276 1.42044 0.749041 0.486348 0.505242 0.301844 0.299706 0.279426 0.224213 0.282333 0.330305 0.208551 0.207971 0.191236 0.181799 0.164879 0.143717 0.223755 0.14822 0.132422 0.119127 0.0770268
threshold=0.10684 -0.063264999999999988 1.0000000180025095e-35 -0.06372499999999999 0.28833000000000003 0.116275 0.121715 0.098395000000000024 0.10145000000000001 -0.022704999999999996 1.0000000180025095e-35 0.41417000000000009 0.13074500000000003 -0.005644999999999999 -0.077604999999999993 -1.0000000180025095e-35 0.08184000000000001 0.090335000000000013 0.08956500000000002 -0.051469999999999995 -0.079979999999999982 0.11597500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 13 12 7 21 8 9 16 -11 -6 -5 20 -7 -12 18 -18 -1 -9 -3 -2
right_child=1 3 -4 4 11 14 -8 19 -10 10 15 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.00093680376173613125 0.00072607274667095914 0.00043121854857914021 0.00064676123159167068 0.00069655030763314356 0.00017635549084845623 0.00092502941564028332 0.00051717774646166035 0.00090249459643249031 0.00081630420640141789 0.00088192292110209969 0.0010674696716085267 0.00045803244999892585 0.00043344426524022118 8.2093135833923606e-05 0.00069042416402950669 0.0013010733875088003 0.0011714133770573194 0.00096529419027695067 0.0010216469757523565 0.00068789066447487901 0.00021185431167827266 0.00088757750301713897
leaf_weight=1107 91 52 91 87 65 74 66 82 96 54 66 52 54 59 74 72 94 159 296 54 58 55
leaf_count=1107 91 52 91 87 65 74 66 82 96 54 66 52 54 59 74 72 94 159 296 54 58 55
internal_value=0 0.000482287 0.000941412 0.000372488 0.000462761 0.000953431 0.000703272 0.000963765 0.000973976 0.000982148 0.00110325 0.000301846 0.000596036 0.000234467 0.000807965 0.00118961 0.000968086 0.00104202 0.000954729 0.000817543 0.000315874 0.000787155
internal_weight=0 639 2319 427 258 2228 212 2080 1944 1848 192 117 141 169 148 138 1656 253 1403 136 110 146
internal_count=2958 639 2319 427 258 2228 212 2080 1944 1848 192 117 141 169 148 138 1656 253 1403 136 110 146
is_linear=0
shrinkage=0.0032998


Tree=6816
num_leaves=26
num_cat=0
split_feature=3 3 39 2 2 10 123 16 0 52 13 2 3 52 3 3 3 16 1210 52 3 1210 13 131 2
split_gain=14.087 4.88656 5.51136 2.55213 2.20965 0.98951 0.903922 0.678252 0.76978 0.454135 0.440152 0.293809 0.273896 0.244858 0.222288 0.205719 0.308969 0.390673 0.193314 0.174933 0.265056 0.106974 0.0971772 0.0525697 0.0469892
threshold=-0.064349999999999991 0.3148450000000001 0.055555000000000007 0.123795 0.10859000000000001 -1.0000000180025095e-35 0.088795000000000013 -0.16153499999999996 -0.10298499999999998 -0.064364999999999992 -0.098524999999999988 0.094985000000000014 -0.07908999999999998 -0.092854999999999979 0.11745500000000002 -0.010059999999999998 0.090170000000000014 -0.076439999999999994 -0.074724999999999986 -0.55901999999999985 -0.15288999999999997 -0.08947999999999999 -0.065539999999999987 0.093680000000000013 0.093870000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 15 -4 11 8 24 -6 -9 -7 18 -14 -11 -2 -17 -18 21 -20 -21 -12 23 -15 -1
right_child=1 -3 5 -5 9 6 -8 10 -10 14 12 -13 13 22 -16 16 17 -19 19 20 -22 -23 -24 -25 -26
leaf_value=0.0015121336696790242 0.0012979949737038636 0.00025811687427159112 0.00041629723964079797 0.00083591764212937391 0.00071768832608808987 0.001158933058137492 0.00053383105300515215 0.0017503133290039316 0.00099719330610489854 0.0012185216169982903 0.0015313841901080916 0.0008438867653939268 0.001216965763068422 0.0015072381515620673 0.00093905834712056167 0.0016609484254854925 0.0011789156454294065 0.0015502172482809622 0.0016752037788081346 0.0012965410725306204 0.0014979393768580185 0.0017492003985743764 0.0013518097231492365 0.001379382084611783 0.0013648501945772258
leaf_weight=62 82 98 96 71 53 60 76 71 67 66 53 73 65 189 62 80 54 76 58 79 1106 55 101 53 52
leaf_count=62 82 98 96 71 53 60 76 71 67 66 53 73 65 189 62 80 54 76 58 79 1106 55 101 53 52
internal_value=0 0.000953002 0.00104049 0.00145192 0.0012636 0.000694364 0.00082192 0.00147366 0.0012796 0.00097653 0.00149283 0.000986278 0.00148242 0.00140617 0.00108343 0.00144142 0.00149726 0.00139626 0.00150542 0.00149347 0.00148454 0.00164264 0.00144192 0.00147938 0.00144526
internal_weight=0 876 778 2082 473 305 209 2011 181 181 1830 133 1759 408 128 292 210 130 1351 1243 1185 108 343 242 114
internal_count=2958 876 778 2082 473 305 209 2011 181 181 1830 133 1759 408 128 292 210 130 1351 1243 1185 108 343 242 114
is_linear=0
shrinkage=0.0032998


Tree=6817
num_leaves=17
num_cat=0
split_feature=4 376 49 43 1210 1210 43 43 4 151 4 159 394 4 376 4
split_gain=0.419715 0.250238 0.254007 0.243708 0.217968 0.323561 0.209723 0.193352 0.159607 0.207927 0.130684 0.0970047 0.0926306 0.085454 0.0851557 0.055232
threshold=0.31392000000000003 0.076485000000000011 -0.14867499999999997 -0.50182499999999985 -0.074724999999999986 -0.085469999999999977 0.0066850000000000008 -0.073079999999999992 -0.084854999999999986 0.011180000000000001 -0.080874999999999989 -0.016814999999999997 -0.055009999999999996 0.41823000000000005 0.084985000000000019 0.50779500000000011
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 -5 7 15 11 10 -10 -6 -13 -9 -3 -2
right_child=6 14 3 4 8 -7 -8 13 9 -11 -12 12 -14 -15 -16 -17
leaf_value=0.018835007423821097 -0.0050363266083261827 -0.0038932598743352193 -0.0022101136826670593 0.0091701543695119122 0.017744845643418827 0.02600059772513047 -0.0071731456324669761 0.0025065434580099654 0.0039999895721252003 -0.00094697577048734739 0.0087613870080471435 0.01696115761073955 0.0093838362162051853 0.010925681629712827 0.0056006041988942755 0.0023141532812491774
leaf_weight=73 52 55 56 87 61 52 55 52 184 72 1558 54 327 103 52 65
leaf_count=73 52 55 56 87 61 52 55 52 184 72 1558 54 327 103 52 65
internal_value=0 0.00869328 0.00903127 0.00873854 0.00899529 0.0154794 0.00229264 0.00421328 0.00859499 0.00789309 0.00825949 0.0114716 0.0104625 0.00811279 0.00070379 -0.000937371
internal_weight=0 2631 2524 2451 2395 139 327 272 2256 1814 1742 442 381 155 107 117
internal_count=2958 2631 2524 2451 2395 139 327 272 2256 1814 1742 442 381 155 107 117
is_linear=0
shrinkage=0.16829


Tree=6818
num_leaves=21
num_cat=0
split_feature=4 39 3 2 2 4 3 12 2 52 2 2 2 52 52 481 1446 1211 4 12
split_gain=10.4571 3.70787 2.62786 0.676919 0.667769 0.532857 0.460197 0.417668 0.393357 0.26307 0.36711 0.28766 0.245866 0.328648 0.475061 0.174503 0.158361 0.147702 0.118458 0.10838
threshold=0.31392000000000003 0.08456000000000001 0.28833000000000003 -1.0000000180025095e-35 0.12068000000000001 -0.27577999999999997 -0.14954999999999999 0.093245000000000008 0.10100500000000003 -0.049669999999999999 0.10043500000000001 0.12933000000000003 0.097180000000000016 0.029970000000000007 -0.12367499999999999 -0.0085599999999999982 0.083800000000000013 0.10971000000000002 0.028075000000000006 0.093065000000000009
decision_type=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 7 -2 -1 -5 -8 -11 -12 15 14 -14 16 -7 -17 -6 -15
right_child=6 3 -4 8 18 12 9 -9 -10 10 11 -13 13 19 -16 17 -18 -19 -20 -21
leaf_value=0.0013791090043442547 0.00064323236927103268 0.00027740048926640616 0.00034304089047558885 0.00091105476971922359 0.00090578617258927198 0.0013039038454268372 0.00011368246560998724 0.001026850287740734 0.00055003677445832251 0.00016584837810124868 0.00063145940737013211 0.00033360458110076775 0.0010568898411703344 0.0011897228676109003 0.00070691138143554532 0.0010566979859567315 0.0010977868458592389 0.00088986093710892119 0.00068148446984561694 0.0010051087344708578
leaf_weight=99 56 62 59 55 53 57 57 60 84 68 62 84 77 58 96 1486 167 63 54 101
leaf_count=99 56 62 59 55 53 57 57 60 84 68 62 84 77 58 96 1486 167 63 54 101
internal_value=0 0.000996183 0.00103183 0.000565077 0.00104895 0.00106104 0.000370314 0.0012464 0.000693139 0.000313788 0.000366923 0.000460332 0.00104702 0.000963463 0.000862886 0.00106265 0.00115039 0.00104994 0.000792916 0.00107267
internal_weight=0 2631 2430 201 2371 2264 327 159 139 271 214 146 2105 332 173 1773 224 1549 107 159
internal_count=2958 2631 2430 201 2371 2264 327 159 139 271 214 146 2105 332 173 1773 224 1549 107 159
is_linear=0
shrinkage=0.0032998


Tree=6819
num_leaves=21
num_cat=0
split_feature=15 39 2 0 14 2 39 2 0 2 14 0 52 1447 16 16 16 15 2 2
split_gain=7.84867 4.44195 3.28259 1.56458 0.661854 0.633736 0.616649 0.854938 0.589238 0.529946 0.483291 0.457266 0.32166 0.392918 0.285173 0.221628 0.213588 0.150582 0.117733 0.0502544
threshold=-0.26361999999999991 0.085285000000000014 0.11203000000000002 -0.086954999999999991 0.073890000000000011 0.14132000000000003 0.11419500000000002 -1.0000000180025095e-35 -0.13619499999999998 0.096080000000000013 -0.45687499999999998 -0.10185499999999999 0.40945500000000007 -0.079709999999999989 -0.011349999999999997 -0.43491999999999992 -0.16153499999999996 -0.082809999999999981 0.088710000000000011 0.11891500000000001
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 17 8 19 7 -3 9 -2 -1 -12 13 14 -10 -13 -15 -4 -14 -5
right_child=1 6 3 5 -6 -7 -8 -9 12 -11 11 15 18 16 -16 -17 -18 -19 -20 -21
leaf_value=0.00068744902388404537 0.0011059921491608626 0.00040418407162652305 0.0005966147951126956 0.0011482747931940446 0.0014542190340175211 0.00066198338889138036 0.00031082679133263592 0.00090642002335940036 0.001226501162951971 0.00069645072949360077 0.00060405269679726582 0.0003797825344854823 0.00093969026893996174 0.00099516086765033562 0.0015155724657977434 9.0270133777319085e-05 0.001167998878661512 0.00035332998377120696 0.001118031151999492 0.0010133623374261906
leaf_weight=67 87 59 62 80 80 52 54 100 109 58 55 59 91 85 59 57 1552 52 80 60
leaf_count=67 87 59 62 80 80 52 54 100 109 58 55 59 91 85 59 57 1552 52 80 60
internal_value=0 0.00107449 0.00111338 0.000792781 0.00115794 0.000974778 0.000616638 0.000720277 0.00114675 0.000942419 0.000449329 0.000355824 0.00116172 0.00117481 0.00132823 0.000237826 0.00115905 0.000485952 0.00102333 0.00109071
internal_weight=0 2720 2507 306 2201 192 213 159 2121 145 238 171 1976 1805 168 116 1637 114 171 140
internal_count=2958 2720 2507 306 2201 192 213 159 2121 145 238 171 1976 1805 168 116 1637 114 171 140
is_linear=0
shrinkage=0.0032998


Tree=6820
num_leaves=23
num_cat=0
split_feature=3 1 49 1209 12 133 1453 2 3 133 484 2 16 481 0 0 1 52 2 3 2 1
split_gain=0.473559 0.378177 0.402426 0.19461 0.182235 0.379695 0.196613 0.219459 0.175363 0.136881 0.167596 0.118371 0.113754 0.127169 0.119481 0.11743 0.113189 0.102557 0.1009 0.0984761 0.107946 0.0322394
threshold=-0.046079999999999989 0.10575500000000002 -0.07929499999999999 -0.078174999999999981 0.083400000000000016 -1.0000000180025095e-35 -0.077984999999999985 -0.080104999999999996 -0.12077499999999998 0.086100000000000024 0.0017200000000000004 -1.0000000180025095e-35 -0.14006999999999997 -0.085629999999999984 -0.014704999999999998 -0.108275 0.13535500000000003 0.064135000000000011 0.11543500000000002 0.10402500000000002 0.091525000000000009 0.11980500000000001
decision_type=2 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 -1 5 -5 -6 -8 -7 10 19 -4 15 -14 -15 -9 18 -17 -13 20 -2 -20
right_child=1 2 11 4 6 8 7 12 -10 -11 -12 16 13 14 -16 17 -18 -19 21 -21 -22 -23
leaf_value=0.00072830449692303856 0.010520244297742828 -0.013081803776194986 -0.0032790493583105393 -0.0069420698615371822 0.01977549041464589 0.0034079244822380933 0.020517976934344338 0.010278106306043974 0.016488877311412159 0.015576285721459479 0.014249006926932107 0.0071615282613253454 0.0029597313448215998 0.0097930363479366636 0.015868464814919582 -0.0034317261837352835 0.008853908849748288 0.0068845317580328944 0.0014603952893718088 -0.0013053515545266407 0.0024425330363878656 -0.0044208430625565674
leaf_weight=74 97 52 71 57 57 60 52 83 57 60 67 61 73 1449 99 53 102 56 53 58 92 52
leaf_count=74 97 52 71 57 57 60 52 83 57 60 67 61 73 1449 99 53 102 56 53 58 92 52
internal_value=0 0.00436173 0.000697202 0.00923647 0.00953599 0.00430255 0.0100088 0.00970939 0.00979605 0.00818802 0.00677053 0.0028161 0.00939839 0.00985857 0.0101827 0.00550383 0.00443756 0.00185189 0.00171307 0.00473468 0.00659774 -0.00143511
internal_weight=0 765 391 2170 2096 174 1922 1865 117 374 314 339 1813 1621 1548 192 268 109 166 247 189 105
internal_count=2935 765 391 2170 2096 174 1922 1865 117 374 314 339 1813 1621 1548 192 268 109 166 247 189 105
is_linear=0
shrinkage=0.16829


Tree=6821
num_leaves=21
num_cat=0
split_feature=1 52 13 39 47 1 39 447 14 52 49 1 48 160 51 13 13 52 1 159
split_gain=24.858 4.13364 2.52558 1.91855 1.66773 1.30012 0.889277 0.78922 0.647878 0.445915 0.354624 0.341933 0.332889 0.231639 0.235937 0.235689 0.278749 0.146129 0.0924881 0.0864464
threshold=0.10575500000000002 -0.24841999999999997 -0.36115499999999995 0.0047850000000000011 0.082930000000000018 0.088035000000000016 0.08955500000000001 0.085135000000000016 0.073890000000000011 0.057445000000000003 0.12518000000000004 0.13612500000000002 0.099800000000000014 0.041025000000000006 1.0000000180025095e-35 -0.10667999999999998 -0.083274999999999988 -0.063199999999999992 0.13612500000000002 0.10194000000000002
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 7 6 -5 9 8 10 17 13 -3 -6 15 19 -1 -17 -4 -8 -15
right_child=1 2 4 5 12 -7 18 -9 -10 -11 -12 -13 -14 14 -16 16 -18 -19 -20 -21
leaf_value=0.00089957042445457244 0.0010288649724807164 -2.3619609757776547e-05 0.00011321013754820691 0.00099566695188307484 0.00083667636233255552 0.00033709535312355648 5.2807063374901191e-05 0.00070437012480072483 0.0013654223507664084 0.00058713034638346038 0.00083439274720763094 -0.0003859010169508387 0.00048226892479363333 0.001084594236403361 0.00079851064939945196 0.0011770266426398275 0.0010784927471919924 0.00031981371231337642 -0.0001401847216924245 0.00093247937544335886
leaf_weight=65 77 52 62 65 60 66 56 61 88 54 66 63 57 156 56 440 1182 96 52 61
leaf_count=65 77 52 62 65 60 66 56 61 88 54 66 63 57 156 56 440 1182 96 52 61
internal_value=0 0.000312515 0.000212526 0.00105267 0.000327059 0.000664136 0.000203638 0.00107605 0.00108676 0.000327814 0.00107464 -0.000222393 0.000664317 0.00108271 0.00099218 0.00109734 0.00110524 0.000238964 -3.97887e-05 0.001042
internal_weight=0 629 552 2306 437 131 320 2175 2114 212 2026 115 117 1960 273 1687 1622 158 108 217
internal_count=2935 629 552 2306 437 131 320 2175 2114 212 2026 115 117 1960 273 1687 1622 158 108 217
is_linear=0
shrinkage=0.0032998


Tree=6822
num_leaves=30
num_cat=0
split_feature=3 1429 1 483 123 16 16 129 1186 12 16 1210 1 3 12 42 3 42 1212 3 3 150 0 16 48 16 15 16 42
split_gain=0.399546 0.320129 0.332648 0.211833 0.247552 0.284518 0.314462 0.133897 0.134993 0.1371 0.127997 0.11783 0.23711 0.143729 0.143302 0.22969 0.125091 0.117094 0.110173 0.109274 0.248797 0.102045 0.0945698 0.0842745 0.0729878 0.0806979 0.0650184 0.0581801 0.0441756
threshold=-0.046079999999999989 0.079720000000000013 0.10575500000000002 0.089065000000000019 0.084495000000000015 -0.066844999999999988 -0.38959499999999997 0.093525000000000011 0.084100000000000022 0.098355000000000012 -0.14792499999999997 -0.004814999999999999 0.076160000000000019 -0.082354999999999984 0.088435000000000014 0.090775000000000008 -0.080564999999999984 0.088185000000000013 0.086860000000000007 -0.073309999999999986 -0.10859999999999999 0.084925000000000014 -0.06952499999999999 -0.014129999999999998 0.084795000000000023 -0.015439999999999997 -0.062734999999999985 -0.082824999999999982 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 2 2 2
left_child=7 2 21 4 5 6 -4 8 9 11 -11 12 13 -1 17 16 -16 18 -13 20 -12 24 -17 -19 25 -2 -21 -9 -6
right_child=1 -3 3 -5 28 -7 -8 27 -10 10 19 14 -14 -15 15 22 -18 23 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0047836405560376365 0.0031534528972729796 0.016069219663805479 -0.0075587363884795835 0.0089574768245281478 0.0076399548734163766 -0.013450446370514969 0.0092823584941831329 0.0065913518141011056 0.00052615760130803643 -0.0017103188419710961 0.010941018532207452 0.0087827574522702321 -0.0039015371628625555 0.016095582630601304 0.016539472150632693 0.0098079186749407288 0.009839543225009257 0.0077336071690500075 0.016916273100741102 0.0060259023102549065 -0.0021583116634411072 0.00097489990513243037 0.0021108950460260139 -0.00086090183849238508 0.013002118913836163 0.010036084572527382 0.013196795380942025 -0.0011996932147489651 0.00078570122938718164
leaf_weight=79 97 57 77 57 56 80 53 53 56 52 80 574 53 54 275 249 113 72 52 59 84 68 56 58 70 98 96 55 52
leaf_count=79 97 57 77 57 56 80 53 53 56 52 80 574 53 54 275 249 113 72 52 59 84 68 56 58 70 98 96 55 52
internal_value=0 0.0039291 0.00294918 -0.000483823 -0.00218178 -0.00555283 -0.000678932 0.00840709 0.00871001 0.00893757 0.00600396 0.00960215 0.00559294 0.00938997 0.0101155 0.0118701 0.0145928 0.00850481 0.00946126 0.00726709 0.00422065 0.00682058 0.00840059 0.00388531 0.00831382 0.00662163 0.0104788 0.00260706 0.00435639
internal_weight=0 765 708 375 318 210 130 2170 2062 2006 371 1635 186 133 1449 693 388 756 626 319 164 333 305 130 265 195 155 108 108
internal_count=2935 765 708 375 318 210 130 2170 2062 2006 371 1635 186 133 1449 693 388 756 626 319 164 333 305 130 265 195 155 108 108
is_linear=0
shrinkage=0.16829


Tree=6823
num_leaves=24
num_cat=0
split_feature=4 1453 34 48 3 4 457 4 151 1209 42 159 133 3 156 0 48 13 133 3 475 3 13
split_gain=0.353937 0.228426 0.184186 0.181148 0.110308 0.146831 0.380928 0.313109 0.118862 0.132432 0.123576 0.117393 0.121484 0.132997 0.121503 0.112819 0.103925 0.167261 0.174198 0.147424 0.135612 0.103882 0.0416921
threshold=0.0033150000000000007 -0.077554999999999985 -0.027829999999999997 -1.0000000180025095e-35 -0.046079999999999989 -0.14595999999999995 0.048870000000000004 -0.0062699999999999987 -0.085574999999999984 -0.078174999999999981 0.083785000000000012 0.087410000000000015 -0.087284999999999988 -0.090264999999999998 0.11896500000000002 0.019150000000000004 0.088825000000000015 0.10621000000000001 0.097995000000000013 -0.075154999999999986 -0.06890499999999998 0.0025650000000000004 -0.070339999999999986
decision_type=2 2 2 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 8 15 7 -7 10 -10 -3 12 13 -11 -14 -6 17 18 20 -18 -5 -22 -21
right_child=2 4 3 16 5 6 -8 -9 9 11 -12 -13 14 -15 -16 -17 19 -19 -20 22 21 -23 -24
leaf_value=0.017401027159760715 -0.0053355143511934584 -0.0033494845924364552 -0.004276924833970702 0.00027441040254852197 0.013457200679781841 -0.010303752166638699 0.012707456365473626 0.0063768925408946896 0.00062100697124175327 -0.0022608276442665819 0.0069981156131367385 0.0026571835459329859 0.0098337962566855796 0.0072835254289584025 0.001946442972648863 0.003851668225869537 0.0085015367796604097 -0.0026204292188098258 8.9614953831797027e-06 -0.0055033629727083023 0.0076577119520483197 0.014155576263790968 0.00069820939549968171
leaf_weight=61 66 56 70 54 64 82 56 52 68 52 78 100 1049 197 59 77 53 60 90 56 273 95 67
leaf_count=61 66 56 70 54 64 82 56 52 68 52 78 100 1049 197 59 77 53 60 90 56 273 95 67
internal_value=0 0.00723754 0.00320495 0.00389623 0.0069251 0.00410798 0.00104373 -0.00381726 0.00748608 0.00790893 0.00266034 0.00824783 0.0086585 0.00528311 0.00941542 0.00822437 0.0046635 0.00576456 0.00675068 0.00107485 0.00818423 0.00934003 -0.00211066
internal_weight=0 2051 884 818 1990 331 190 134 1659 1525 134 1457 1357 249 1108 141 748 572 512 176 422 368 123
internal_count=2935 2051 884 818 1990 331 190 134 1659 1525 134 1457 1357 249 1108 141 748 572 512 176 422 368 123
is_linear=0
shrinkage=0.16829


Tree=6824
num_leaves=30
num_cat=0
split_feature=1 3 2 2 3 14 1 49 43 12 0 43 0 157 13 12 160 2 2 1456 157 3 2 1 13 0 0 160 42
split_gain=20.2628 3.62262 2.10837 1.62406 1.3306 1.29857 0.865036 1.29229 0.851351 0.581277 0.489136 0.434995 0.337341 0.326185 0.297811 0.291677 0.244635 0.243837 0.207734 0.279713 0.195257 0.319775 0.166819 0.131247 0.128167 0.120655 0.107152 0.106864 0.0730724
threshold=0.10509 -0.06656999999999999 0.11543500000000002 0.098655000000000007 0.31351000000000001 0.073890000000000011 0.089625000000000024 -0.014479999999999998 -0.049364999999999992 0.085465000000000013 -0.046614999999999997 -0.011714999999999998 -0.072924999999999976 -0.025309999999999996 -0.0093249999999999982 0.10279500000000001 -0.53864499999999993 0.11504500000000002 0.08895500000000002 -0.0083149999999999977 -0.087084999999999982 -0.085549999999999973 0.10406500000000002 0.091395000000000018 -0.016319999999999998 -0.11825999999999999 -0.079794999999999991 -0.092954999999999996 0.088995000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 5 8 6 13 -8 14 11 -2 -5 23 20 -3 22 -15 -10 19 -18 -1 -22 -11 -9 -17 -6 -25 -20 -24
right_child=1 4 -4 9 25 -7 7 12 17 15 -12 -13 -14 16 -16 24 18 -19 27 -21 21 -23 28 26 -26 -27 -28 -29 -30
leaf_value=0.001241616835685386 0.0012352323879167258 0.00037803810696125504 0.00035219667493518395 0.00060011771997819984 -0.00010736142262338867 0.0015982934529983671 0.0005610835697365575 0.0013363554427395286 0.00073676518265627477 0.0009876769666392316 0.00083792056445960268 0.00097540050337529074 0.00091034116137988065 0.0014714918428269331 9.1059732593466627e-05 0.001052111173618766 0.001045243302813766 0.00048281605150311184 0.0013114312082202575 0.0012896751190748317 0.00084116153948709388 0.0011564450690242083 0.0011377066103615331 0.0010525580154284965 0.00083721873348454841 0.00011739778164788955 0.0012325967303174964 0.0011517114199236234 0.0012929570865998
leaf_weight=83 88 99 62 61 52 89 53 53 76 58 56 77 62 52 66 60 57 93 57 661 57 96 91 79 67 52 75 342 61
leaf_count=83 88 99 62 61 52 89 53 53 76 58 56 77 62 52 66 60 57 93 57 661 57 96 91 79 67 52 75 342 61
internal_value=0 0.000500816 0.000861799 0.00116342 0.000330957 0.00120845 0.00118833 0.00103336 0.000432447 0.000991225 0.00108097 0.00080977 0.00112628 0.00122383 0.00026346 0.00106542 0.00124666 0.000597226 0.00123617 0.00127032 0.00111055 0.00103922 0.0011417 0.00119079 0.00093902 4.67946e-06 0.00114047 0.00117462 0.00120024
internal_weight=0 644 206 2291 438 1816 1727 322 334 475 144 138 269 1405 165 337 1169 169 1117 718 236 153 210 207 127 104 154 399 152
internal_count=2935 644 206 2291 438 1816 1727 322 334 475 144 138 269 1405 165 337 1169 169 1117 718 236 153 210 207 127 104 154 399 152
is_linear=0
shrinkage=0.0032998


Tree=6825
num_leaves=13
num_cat=0
split_feature=2 16 49 160 40 13 16 15 160 13 133 0
split_gain=0.220314 0.194993 0.188026 0.166973 0.15016 0.162293 0.126756 0.221386 0.152347 0.135891 0.120945 0.137199
threshold=0.14808000000000002 -0.15693499999999996 -0.085174999999999987 -0.54959499999999994 0.053385000000000009 0.26746000000000009 -0.54150999999999994 -0.41956999999999994 -1.0000000180025095e-35 -0.16140499999999997 0.086150000000000018 -0.10185499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 -4 5 6 -5 8 -8 -9 11 -1
right_child=1 -3 3 4 -6 -7 7 9 -10 -11 -12 -13
leaf_value=0.0089499430312693761 0.0069460345206789637 -0.0064237529535110284 -0.0036284658501728644 0.013699140320560915 -0.0022524010001796651 0.014844351262446494 0.0046785712705021002 -0.00059886493518260145 -0.0069296696686439183 0.0063958911795033461 0.0049056884537392268 0.020274989410661696
leaf_weight=64 52 76 52 59 61 60 65 81 63 2270 56 59
leaf_count=64 52 76 52 59 61 60 65 81 63 2270 56 59
internal_value=0 -0.000978241 0.00614459 0.00579444 0.0059794 0.00617337 0.00596767 0.00578294 -0.00102082 0.00615413 0.0114376 0.0143969
internal_weight=0 128 2890 2711 2659 2598 2538 2479 128 2351 179 123
internal_count=3018 128 2890 2711 2659 2598 2538 2479 128 2351 179 123
is_linear=0
shrinkage=0.16829


Tree=6826
num_leaves=15
num_cat=0
split_feature=2 159 149 1429 0 2 9 483 1453 41 41 2 51 12
split_gain=0.155802 0.117473 0.182212 0.166018 0.204979 0.18284 0.119851 0.102179 0.0997114 0.0943785 0.153629 0.135807 0.0653537 0.0330665
threshold=0.16993500000000003 0.082200000000000009 1.0000000180025095e-35 0.084895000000000012 -0.06612999999999998 0.10724500000000002 -1.0000000180025095e-35 -0.014874999999999998 -0.064559999999999992 0.088100000000000012 0.07677500000000001 -0.054704999999999997 -0.031924999999999995 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 7 -1 -3 -8 10 11 -10 -9 -14
right_child=-2 3 -4 -5 -6 -7 8 12 9 -11 -12 -13 13 -15
leaf_value=-0.003005399801118777 -0.0028053045752308311 0.0040943056919980243 0.01318909430482992 0.01594664680555689 -0.00048912807052850656 0.0011596007420360431 -0.00082082423060480039 0.017573551853402619 -0.0023557766019435063 -0.0016961812815127141 0.013658802873384552 0.0049658079765162351 0.0072640667728847948 0.012759742093778059
leaf_weight=61 73 53 68 58 96 76 94 53 74 62 56 2061 55 78
leaf_count=61 73 53 68 58 96 76 94 53 74 62 56 2061 55 78
internal_value=0 0.00504956 0.0045851 0.00749775 0.00630108 0.00837618 0.00434139 0.0106635 0.0045331 0.00475727 0.00494071 0.0047112 0.0125257 0.0105006
internal_weight=0 2945 2476 469 411 315 2408 239 2347 2253 2191 2135 186 133
internal_count=3018 2945 2476 469 411 315 2408 239 2347 2253 2191 2135 186 133
is_linear=0
shrinkage=0.16829


Tree=6827
num_leaves=19
num_cat=0
split_feature=1 14 52 52 40 1 1 0 124 2 2 16 1453 1 0 16 2 16
split_gain=15.6219 2.08251 1.68441 1.44101 1.00483 0.791094 0.76166 0.695096 0.68797 1.03589 0.631218 0.454262 0.313226 0.331 0.370146 0.294502 0.117705 0.108896
threshold=0.10557500000000002 0.073890000000000011 -0.40011499999999994 0.0049050000000000005 -0.027374999999999997 0.084815000000000015 0.13662500000000002 -0.22480499999999998 -0.074959999999999985 0.10043500000000001 0.12336000000000001 -0.10850999999999998 -0.064559999999999992 0.090650000000000022 -0.088494999999999976 0.18879500000000002 0.12336000000000001 -0.085264999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 6 5 -1 8 -6 -4 -10 12 -5 -9 15 -15 -14 -11 -8
right_child=2 -3 3 11 7 -7 17 10 9 16 -12 -13 13 14 -16 -17 -18 -19
leaf_value=0.0012706383438655735 0.0012114919792125592 0.0017706317054647315 0.00038123853793588919 0.00076040149827752922 0.00097540253708666203 0.00072808136396768813 0.00023915076714008164 0.0011126285444405552 0.0010970796932810933 0.00051905787706810387 0.0009788654510663197 0.0011296600757186514 0.0013533935007630053 0.00097614840177394574 0.0012721791417947463 0.0012111194224402888 0.00071217783833076541 0.00043511768951789802
leaf_weight=54 65 95 80 80 76 65 64 87 63 94 66 68 1434 57 267 184 57 62
leaf_count=54 65 95 80 80 76 65 64 87 63 94 66 68 1434 57 267 184 57 62
internal_value=0 0.00129095 0.00070768 0.000649963 0.00127104 0.00097458 0.000551095 0.00128727 0.000643219 0.000740991 0.00129857 0.000930299 0.00130895 0.00131773 0.00122021 0.00133724 0.000592191 0.000335859
internal_weight=0 2385 633 568 2290 119 420 2171 294 214 2095 148 2029 1942 324 1618 151 126
internal_count=3018 2385 633 568 2290 119 420 2171 294 214 2095 148 2029 1942 324 1618 151 126
is_linear=0
shrinkage=0.0032998


Tree=6828
num_leaves=9
num_cat=0
split_feature=480 160 14 96 12 3 9 3
split_gain=0.129961 0.129427 0.124437 0.140214 0.122699 0.191045 0.151729 0.156415
threshold=-0.069294999999999982 -0.54650499999999991 -0.31108499999999994 0.083810000000000009 -0.11319999999999998 0.28833000000000003 0.089645000000000016 0.12745000000000004
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 6 7 -6
right_child=1 2 3 -5 5 -7 -8 -9
leaf_value=0.011321254799119584 -0.0029105133963216422 -0.0011344233909841006 0.011623691333007152 -0.0034443852017621702 0.0049113228901379018 -0.004067499431263802 0.01431420096340731 0.014004141119296373
leaf_weight=88 61 93 84 53 2469 63 52 55
leaf_count=88 61 93 84 53 2469 63 52 55
internal_value=0 0.00474176 0.00490509 0.00510807 0.00527519 0.00507244 0.00529667 0.00511017
internal_weight=0 2930 2869 2776 2723 2639 2576 2524
internal_count=3018 2930 2869 2776 2723 2639 2576 2524
is_linear=0
shrinkage=0.16829


Tree=6829
num_leaves=21
num_cat=0
split_feature=1 10 9 42 159 1 159 1455 475 157 11 41 42 133 0 1 1 12 1 1
split_gain=0.143493 0.197655 0.3263 0.231586 0.140097 0.100576 0.110695 0.0947583 0.0841267 0.10224 0.108121 0.227073 0.115126 0.0811337 0.107524 0.0801708 0.0777569 0.0713744 0.0703844 0.0395038
threshold=0.10921500000000002 -0.093904999999999988 -1.0000000180025095e-35 0.10683500000000001 0.082200000000000009 0.080320000000000016 0.11287500000000002 0.093155000000000002 -0.11173999999999999 -0.132655 0.08235000000000002 0.078385000000000024 -0.082429999999999989 -0.0082649999999999998 -0.088084999999999983 0.11644500000000001 0.089745000000000019 -0.038859999999999992 0.12072500000000001 0.13522500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 15 7 6 13 8 -1 -10 11 12 -11 -6 -15 -4 -7 -17 -19 -20
right_child=1 2 3 -5 5 16 -8 -9 9 10 -12 -13 -14 14 -16 17 -18 18 19 -21
leaf_value=0.010537381881096325 0.010022001256119205 -0.011559857154249132 -0.00040420279473887203 -0.0082427416591453126 0.0069153755955472873 -0.00097956353179074612 0.0038749893062670505 -0.0016346519443661595 0.011152619577558965 0.0067629210997389964 -0.0028772125198038272 0.013679630772181763 0.0032170595048492457 0.02002866880123948 0.0093084308449387938 0.0090201304662346372 0.0081537052787433936 0.0077830184868134923 -0.0025508479047175394 0.003853444838637326
leaf_weight=61 69 57 102 54 56 53 64 77 58 315 63 69 1503 56 52 89 52 59 56 53
leaf_count=61 69 57 102 54 56 53 64 77 58 315 63 69 1503 56 52 89 52 59 56 53
internal_value=0 0.00161011 0.000371347 0.00202238 0.00464531 0.00786297 0.00985217 0.00414518 0.00436115 0.00417263 0.0039641 0.00419345 0.00383243 0.0121738 0.0148837 0.00357144 0.00352647 0.00515631 0.00309871 0.000546684
internal_weight=0 539 470 413 2479 333 228 2146 2069 2008 1950 1887 1818 164 108 359 105 257 168 109
internal_count=3018 539 470 413 2479 333 228 2146 2069 2008 1950 1887 1818 164 108 359 105 257 168 109
is_linear=0
shrinkage=0.16829


Tree=6830
num_leaves=26
num_cat=0
split_feature=4 2 3 2 13 13 0 16 3 3 43 3 3 0 4 158 4 4 158 16 0 133 159 16 0
split_gain=9.61656 3.95665 1.54064 0.948674 0.871897 0.645302 0.4782 0.742774 0.969486 0.423549 0.371339 0.374392 0.365717 0.526591 0.365069 0.290806 0.287183 0.593869 0.261307 0.215733 0.214859 0.186554 0.185825 0.129366 0.0866256
threshold=0.31392000000000003 0.14253500000000002 -0.026279999999999998 0.14870000000000003 -0.00027999999999999998 -0.13871999999999998 -0.069074999999999984 0.066010000000000013 -0.082714999999999997 0.10402500000000002 -0.077134999999999995 0.18595000000000003 -0.14954999999999999 -0.17127999999999996 0.052250000000000012 0.080045000000000019 0.0029800000000000004 -0.14595999999999995 0.085110000000000005 -0.010034999999999999 0.11160500000000002 0.041800000000000011 0.087060000000000012 -0.13800499999999996 -0.084044999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 12 10 -1 14 8 -8 16 -4 -12 -2 -14 15 19 17 -6 23 -7 21 -9 -15 -16 -17
right_child=3 -3 4 -5 9 6 7 20 -10 -11 11 -13 13 22 18 24 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0014128660408552192 0.00075369454121632074 0.00030955374389412876 0.00055853644493185318 4.1248600420137039e-05 0.001272135896373928 0.0011310357061108346 0.00041664576997599225 0.0011042242901239986 0.00098886822442977897 0.00077676573423801523 0.00098809577683431999 0.00062515615842510775 0.00067821415251603648 0.00023606081533716732 0.00098549332044276135 0.0013585254038546506 0.0012875429576832563 0.00080817511814382475 0.001158403059319052 0.001038671705177095 0.0012282005182074405 0.00085191052090866884 0.00048524649345598874 0.0007896819164661035 0.001170055084114386
leaf_weight=64 52 82 90 59 52 929 52 85 86 64 75 54 70 90 85 66 57 73 59 410 76 54 52 70 52
leaf_count=64 52 82 90 59 52 929 52 85 86 64 75 54 70 90 85 66 57 73 59 410 76 54 52 70 52
internal_value=0 0.00102364 0.00104656 0.000420186 0.0008744 0.00108489 0.0010745 0.000963328 0.000773503 0.00100958 0.000722394 0.000836441 0.000504739 0.000443508 0.00109796 0.00111681 0.00109125 0.00100146 0.000969444 0.00110278 0.001085 0.00100646 0.00032756 0.00089729 0.00127577
internal_weight=0 2635 2553 323 465 2088 2024 353 138 246 219 129 264 212 1671 1457 182 125 214 1339 215 139 142 155 118
internal_count=2958 2635 2553 323 465 2088 2024 353 138 246 219 129 264 212 1671 1457 182 125 214 1339 215 139 142 155 118
is_linear=0
shrinkage=0.0032998


Tree=6831
num_leaves=29
num_cat=0
split_feature=4 2 12 2 2 2 4 52 52 150 15 158 52 12 4 3 4 2 3 42 15 42 12 52 4 2 52 3
split_gain=19.0674 7.70677 3.83107 1.97348 1.9259 1.60915 0.962163 0.909142 0.881639 0.579758 0.493731 0.435707 0.349419 0.319726 0.308653 0.308116 0.297406 0.251152 0.235613 0.217587 0.198539 0.203019 0.197633 0.168486 0.118332 0.0968595 0.0939323 0.0717442
threshold=0.31392000000000003 0.14132000000000003 0.056995000000000011 -0.007134999999999999 0.10859000000000001 0.14808000000000002 0.053330000000000009 0.08321000000000002 -0.08403999999999999 0.081245000000000026 -0.43091499999999999 0.078875000000000015 -0.063199999999999992 0.093125000000000013 0.13995000000000002 -0.15041499999999997 0.51544000000000012 0.092250000000000013 -0.10067 -0.0092949999999999994 0.092125000000000012 0.086635000000000004 0.083610000000000004 0.10400000000000002 -0.15283499999999997 0.090695000000000012 -1.0000000180025095e-35 -0.076514999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 9 13 8 24 10 16 14 -6 15 26 -4 -2 -10 -17 23 21 -21 -20 25 -5 -15 -8 -22
right_child=5 -3 6 4 12 -7 11 -9 17 -11 -12 -13 -14 19 -16 18 -18 -19 22 20 27 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00088708162911061957 0.0010519795701184479 0.00057937699288965238 0.0019107672398133825 0.0015775962213658659 0.0008980829166262735 0.0002193825627386959 0.001161515859390927 0.0019689143983065488 0.0014438245320585368 0.0010851674517260248 0.0005252879942558397 0.0016710520929809592 0.0012478995731026519 0.0018310667966502472 0.0015472992972901188 0.0014810845233884547 0.00071403704955564653 0.0011430985815543424 0.0019038793357635251 0.0016252335650116883 0.0015639853695384967 0.0013985946040038044 0.0016985943295638405 0.0015476824009745087 0.0017965608979623082 0.0016648267037270637 0.0013626249866940949 0.0017154953679279039
leaf_weight=89 52 85 83 55 58 60 54 53 63 67 79 80 70 90 71 54 65 62 57 75 68 113 999 64 63 81 56 92
leaf_count=89 52 85 83 55 58 60 54 53 63 67 79 80 70 90 71 54 65 62 57 75 68 113 999 64 63 81 56 92
internal_value=0 0.00155748 0.00159007 0.00133484 0.00142875 0.000707812 0.00165433 0.00157526 0.00148926 0.000819107 0.000727977 0.0014662 0.00108966 0.00168195 0.00137546 0.00171341 0.000864535 0.00129495 0.00169862 0.00161753 0.00156384 0.0014892 0.00170971 0.00169689 0.0016948 0.00175253 0.00126422 0.00165132
internal_weight=0 2635 2550 513 424 323 2037 296 243 263 196 261 128 1776 181 1193 117 125 1110 583 348 188 1056 235 118 171 110 160
internal_count=2958 2635 2550 513 424 323 2037 296 243 263 196 261 128 1776 181 1193 117 125 1110 583 348 188 1056 235 118 171 110 160
is_linear=0
shrinkage=0.0032998


Tree=6832
num_leaves=23
num_cat=0
split_feature=1 15 43 3 3 160 16 3 1375 16 484 13 16 1429 133 2 12 12 16 160 43 0
split_gain=0.450026 0.204845 0.184607 0.166315 0.165376 0.451136 0.3727 0.143819 0.17477 0.156566 0.140168 0.131082 0.131211 0.113055 0.109736 0.137852 0.103966 0.0707813 0.11777 0.0627919 0.0580334 0.0558707
threshold=0.14195000000000002 0.043560000000000008 0.41548500000000005 0.17351000000000003 -0.11151499999999999 -0.078624999999999987 0.052690000000000008 -0.084094999999999989 -0.081864999999999979 -0.0096749999999999978 -0.081534999999999982 -0.09219999999999999 -0.092484999999999984 0.083725000000000008 0.11667000000000001 -0.007134999999999999 0.084595000000000017 0.084595000000000017 -0.018754999999999997 -0.078934999999999991 -0.090674999999999992 -0.071379999999999985
decision_type=2 2 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 -1 -7 9 -9 16 -3 -12 -13 20 15 -10 -6 -14 21 -20 -11 -19
right_child=3 10 -4 -5 7 6 -8 8 14 13 11 12 17 -15 -16 -17 -18 18 19 -21 -22 -23
leaf_value=-0.014175650987937476 0.00054680248730769657 -0.00022880161755297121 0.013528680926725649 -0.012817629684105198 0.018110630929362052 -0.0036364267213577165 0.011051460154158969 -0.0056152007760130939 -0.0011428424051923341 0.0031214747474884261 0.013284161690483975 0.0006691204255372602 0.011964364661640619 -0.0020548934367048337 -0.0030008163207450745 0.0049899885441487147 0.0077907271862800755 0.0071205100150939123 0.0059365234823174585 -0.0017150526103365874 0.010484175072981461 0.011567934991509604
leaf_weight=53 52 73 55 53 52 103 93 57 116 55 97 91 88 52 61 951 61 507 60 61 70 97
leaf_count=53 52 73 55 53 52 103 93 57 116 55 97 91 88 52 61 951 61 507 60 61 70 97
internal_value=0 0.00502911 0.00391878 -0.00618194 0.00361115 -0.000393878 0.00332366 0.00428847 0.00346363 0.00765276 0.00686664 0.00738588 0.006751 0.00451254 0.003924 0.00432157 0.0125556 0.00742954 0.00687663 0.00206427 0.00725896 0.00783772
internal_weight=0 2853 1779 105 1724 249 196 1475 1185 290 1074 1001 904 177 1128 1067 113 813 725 121 125 604
internal_count=2958 2853 1779 105 1724 249 196 1475 1185 290 1074 1001 904 177 1128 1067 113 813 725 121 125 604
is_linear=0
shrinkage=0.16829


Tree=6833
num_leaves=19
num_cat=0
split_feature=2 15 1213 158 376 2 3 1213 15 13 1211 151 13 1456 2 2 4 13
split_gain=0.33462 0.176128 0.154937 0.155653 0.137015 0.142218 0.14892 0.119758 0.117351 0.11344 0.118741 0.108943 0.108422 0.107062 0.105358 0.0973414 0.0845838 0.0749779
threshold=0.14132000000000003 0.043560000000000008 0.084835000000000008 0.097510000000000013 0.084545000000000009 -1.0000000180025095e-35 -0.014924999999999999 0.12439000000000001 -0.24511999999999998 -0.09219999999999999 0.077725000000000016 -0.23315499999999997 0.069860000000000019 1.0000000180025095e-35 0.093595000000000025 0.09056500000000002 -0.071344999999999992 -0.073514999999999983
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 -2 -3 13 -7 -13 14 15 -11 -16 -5
right_child=8 7 -4 17 -6 11 -8 -9 -10 10 -12 12 -14 -15 16 -17 -18 -19
leaf_value=0.0030646973109685789 0.0020056273907048659 0.011011748917391288 -0.0057034947126495313 0.0054171624469313935 0.0098761233895774663 0.010062791347190268 -0.0073588905902932222 0.012910250914985776 -0.0073044081718983637 0.0057323151701188773 -0.0015035433310674011 0.0023334938925846601 0.0069519290434731174 -0.001422005639516934 0.014812598572494994 -0.0015560450479951032 0.0067453943129081309 0.013988484115869245
leaf_weight=78 63 97 53 63 80 64 77 67 97 540 74 1113 166 58 62 57 94 55
leaf_count=78 63 97 53 63 80 64 77 67 97 540 74 1113 166 58 62 57 94 55
internal_value=0 0.00428 0.00324372 0.00352438 0.00308182 0.00271777 -0.00210188 0.00600609 -0.00362735 0.0055332 0.0049307 0.00327536 0.00293432 0.00552001 0.00605711 0.00503343 0.00996311 0.0094275
internal_weight=0 2798 1749 1696 1578 1498 155 1049 160 982 885 1343 1279 811 753 597 156 118
internal_count=2958 2798 1749 1696 1578 1498 155 1049 160 982 885 1343 1279 811 753 597 156 118
is_linear=0
shrinkage=0.16829


Tree=6834
num_leaves=24
num_cat=0
split_feature=1 50 1374 1 11 3 15 158 11 0 4 133 3 3 0 4 4 158 43 15 159 4 133
split_gain=0.270939 0.144981 0.228553 0.180766 0.268989 0.340299 0.154816 0.154334 0.140547 0.125664 0.117656 0.204185 0.125093 0.104651 0.10007 0.152534 0.147195 0.0956531 0.0685252 0.0663508 0.0611085 0.0469779 0.0208447
threshold=0.14195000000000002 0.082420000000000007 0.085820000000000021 0.080320000000000016 0.080455000000000013 -0.12711499999999995 -0.46772999999999992 0.088055000000000008 0.088840000000000016 -0.011064999999999998 -0.080414999999999986 0.087525000000000006 -0.083154999999999993 0.17351000000000003 -0.096444999999999989 0.036605000000000006 0.061835000000000008 0.10351500000000001 -0.00080499999999999983 -0.091074999999999975 -0.091674999999999993 -0.013049999999999997 -0.026119999999999994
decision_type=2 2 2 2 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 -5 -7 -8 -6 14 12 19 -3 -2 15 -1 17 -16 -17 -12 -21 -13 -22
right_child=13 10 -4 4 8 6 7 -9 -10 -11 11 21 -14 -15 16 18 -18 -19 -20 20 22 -23 -24
leaf_value=0.013236962146338899 0.00014518716966194461 0.0059229541132686707 0.012018448191962499 -0.013029129548354661 0.014304099174973521 0.0088486586074048874 -0.0010906916132521496 0.0067881331464932195 0.0032143597168607838 -0.003496832754689838 0.011482597469672031 0.001608799704760666 0.015287001078880876 -0.010447655726631812 0.0037288644459410568 -2.9186331900081222e-05 -0.0035762038218384584 0.010791926174061184 0.0081835152363162918 0.00056995655497664064 0.0051991654623619139 -0.0048591037592065128 0.010005048624966336
leaf_weight=83 52 102 76 56 55 59 587 80 80 62 74 79 68 53 932 62 75 58 53 52 53 53 54
leaf_count=83 52 102 76 56 55 59 587 80 80 62 74 79 68 53 932 62 75 58 53 52 53 53 54
internal_value=0 0.00351346 0.0029356 0.00262691 0.000807988 -0.000387403 0.000585242 -0.000143012 0.00774571 0.00388438 0.0060138 0.00430173 0.00967914 -0.00518457 0.00424814 0.00773023 0.00359908 0.00414447 0.00374018 0.00729858 0.00534 -0.000974551 0.00764136
internal_weight=0 2853 2318 2242 917 782 726 667 135 1325 535 365 170 105 1263 198 1065 990 115 233 159 132 107
internal_count=2958 2853 2318 2242 917 782 726 667 135 1325 535 365 170 105 1263 198 1065 990 115 233 159 132 107
is_linear=0
shrinkage=0.16829


Tree=6835
num_leaves=31
num_cat=0
split_feature=4 1 3 1 13 15 52 11 0 3 133 4 4 3 43 52 1213 3 15 42 43 1 16 16 16 43 16 4 43 51
split_gain=18.9917 5.30265 2.83631 1.22293 0.847748 0.61196 0.572312 0.546599 0.512201 0.425519 0.418728 0.463324 0.311084 0.295842 0.270829 0.25639 0.249745 0.233531 0.23009 0.216019 0.177591 0.189339 0.151553 0.144027 0.143482 0.270113 0.132375 0.125918 0.12256 0.0984977
threshold=0.31392000000000003 0.093935000000000018 -0.049204999999999992 0.13042000000000001 -1.0000000180025095e-35 -0.43091499999999999 -0.060344999999999996 0.08326500000000002 -0.079249999999999987 0.088880000000000015 -0.037434999999999989 -0.42305999999999994 -0.090174999999999991 -0.081634999999999985 -0.11760499999999999 -0.010394999999999998 -0.075639999999999985 -0.087284999999999988 -0.082809999999999981 -0.089024999999999979 -0.0068849999999999996 0.11181500000000001 0.054560000000000004 -0.013359999999999999 0.024125000000000004 -0.082894999999999983 -0.085644999999999985 -0.075819999999999985 -0.089559999999999987 -0.023324999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 7 20 15 -5 -6 13 9 14 23 -12 -13 -3 19 18 17 -16 -4 -1 -2 -22 -15 -10 28 -26 -19 -14 -18 -29
right_child=3 2 4 5 6 -7 -8 -9 10 -11 11 12 27 22 16 -17 24 26 -20 -21 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0014188639242784286 0.00047984485234410409 0.00095658738469043625 0.00070726234025062949 0.00042246254071173067 0.0012432371995255459 2.8940804562335098e-06 0.000786604739285509 0.0015109554524853381 0.0012352896513908901 0.0011460886323270449 0.0015667588355152524 0.001051877984285879 0.0014326441146772439 0.0013397598257288373 0.0011366306672264965 0.00084185989520368107 0.001328978031019679 0.0012859263659121226 0.00042347407413879847 0.0016751924706605373 0.00057457327829867587 0.00085823910314188219 0.0011307910926860998 0.00098819154507625196 0.0014795294251370619 0.0011379607862979861 0.0015074098534452293 0.0013849722976434563 0.0014566484637248221 0.0012402377113342772
leaf_weight=69 54 52 71 79 62 73 59 72 52 64 81 53 95 89 67 62 99 73 57 82 53 52 72 56 52 52 55 82 801 172
leaf_count=69 54 52 71 79 62 73 59 72 52 64 81 53 95 89 67 62 99 73 57 82 53 52 72 56 52 52 55 82 801 172
internal_value=0 0.00129617 0.00102266 0.000433181 0.000804438 0.000221191 0.00102087 0.00126068 0.00137745 0.00141183 0.00129515 0.00133703 0.00129066 0.00117591 0.0014244 0.000666418 0.00140751 0.00129746 0.000581163 0.0015583 0.000635616 0.000715391 0.00124653 0.00110749 0.00142884 0.00130908 0.00138137 0.00132682 0.00144264 0.0012871
internal_weight=0 2601 596 311 311 152 121 285 2005 1414 591 483 402 213 1350 190 1199 195 128 151 159 105 161 108 1004 104 128 349 900 254
internal_count=2912 2601 596 311 311 152 121 285 2005 1414 591 483 402 213 1350 190 1199 195 128 151 159 105 161 108 1004 104 128 349 900 254
is_linear=0
shrinkage=0.0032998


Tree=6836
num_leaves=20
num_cat=0
split_feature=4 2 123 3 11 2 2 2 2 2 47 42 3 13 3 159 3 2 2
split_gain=17.0823 5.10054 2.8648 1.21037 1.0362 1.10714 1.03065 0.876355 0.581811 0.437805 0.373601 0.345506 0.337162 0.33156 0.289155 0.245106 0.244249 0.127689 0.0194222
threshold=0.27998000000000006 0.12068000000000001 0.080635000000000012 0.11391500000000002 1.0000000180025095e-35 0.092155000000000015 0.13631000000000001 0.14870000000000003 0.086365000000000011 -1.0000000180025095e-35 0.11224000000000002 0.090295000000000014 -0.097199999999999995 0.032645000000000007 -0.024819999999999998 0.088690000000000005 0.11878500000000002 0.15305000000000002 0.10510500000000002
decision_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 9 11 14 -4 -1 -11 16 -7 -6 -3 -14 18 -8 -2
right_child=6 7 8 -5 13 12 17 -9 -10 10 -12 -13 15 -15 -16 -17 -18 -19 -20
leaf_value=0.0014777784554309505 0.0012092286435414971 0.0014599003011516044 0.00099110551777959041 0.0013009940973447403 0.0021545115018301924 0.0013535689238743361 0.00071014770819526291 0.00078764762949469426 0.0014335106558924454 0.0017942282263593112 0.0015497971076909377 0.00075308835888211528 0.0015991093090123964 0.0018549084707312664 0.0011151145412525917 0.001835518015465926 0.00087798418903775447 0.00047969231227100846 0.0011040483600221313
leaf_weight=55 54 54 61 70 78 57 52 60 71 1363 74 52 450 90 55 56 52 56 52
leaf_count=55 54 54 61 70 78 57 52 60 71 1363 74 52 450 90 55 56 52 56 52
internal_value=0 0.00166431 0.00170296 0.00173021 0.00174371 0.00172322 0.000853746 0.00110944 0.00122933 0.00177049 0.00178167 0.000988716 0.00159789 0.00199422 0.00128625 0.00162534 0.00106604 0.000590979 0.00115796
internal_weight=0 2594 2425 2293 2223 2055 318 169 132 1492 1437 210 563 168 109 506 158 108 106
internal_count=2912 2594 2425 2293 2223 2055 318 169 132 1492 1437 210 563 168 109 506 158 108 106
is_linear=0
shrinkage=0.0032998


Tree=6837
num_leaves=24
num_cat=0
split_feature=12 43 13 12 48 403 16 1 475 12 157 3 12 481 42 1 3 16 47 12 484 1 3
split_gain=0.2018 0.247935 0.246678 0.280358 0.215286 0.204212 0.187498 0.179664 0.129404 0.156276 0.187841 0.161796 0.112807 0.0918008 0.112352 0.103113 0.0986939 0.0856166 0.0837594 0.0822673 0.0819042 0.114662 0.0689257
threshold=0.083725000000000008 -0.10761 1.0000000180025095e-35 0.082425000000000012 0.11650000000000001 -0.52641999999999989 -0.38959499999999997 0.084470000000000003 -0.0034549999999999993 0.08648500000000002 -0.08577499999999999 -0.083644999999999983 0.092085000000000014 -0.085424999999999987 1.0000000180025095e-35 0.084775000000000003 -0.088734999999999994 -0.039209999999999995 0.10621500000000002 0.090745000000000006 0.084950000000000012 0.090435000000000015 -0.082714999999999997
decision_type=2 2 2 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 22 12 17 9 10 -8 -11 -7 -10 16 -16 -15 -3 20 -13 21 -9 -2
right_child=4 2 -4 -5 -6 6 8 18 13 11 -12 19 -14 14 15 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.011090663032987943 0.017231968928270114 0.0048304502188808301 -0.007569430211268398 -0.0086048547144339724 0.016882089700700497 0.0041629177432078472 0.0068826252367465918 -0.0063690154022032087 0.01205286779368373 0.00057046007366546247 0.020740760467572516 0.005954401498356441 -0.0063267991990230855 0.004310894865740037 0.0019898111547471376 0.0063743593782927101 0.0084595477760455069 0.013498838342410517 0.0083322649491491593 0.015284909449726004 0.0069366464727719235 0.0020507113838519626 0.0085841451765674287
leaf_weight=100 55 60 67 54 52 58 54 52 54 84 58 57 58 307 461 228 351 72 66 52 79 381 52
leaf_count=100 55 60 67 54 52 58 54 52 54 84 58 57 58 307 461 228 351 72 66 52 79 381 52
internal_value=0 0.00316933 0.00221394 0.00307426 0.00617823 0.00588876 0.00546744 0.00396506 0.00591277 0.00906212 0.0140752 0.00614367 -0.00106645 0.00522587 0.00495085 0.00344333 0.00652666 0.00957227 0.00268141 0.0104221 0.00194947 0.00103542 0.0130461
internal_weight=0 931 831 764 1981 1929 1822 710 1706 305 112 193 116 1401 1347 689 658 132 578 109 512 433 107
internal_count=2912 931 831 764 1981 1929 1822 710 1706 305 112 193 116 1401 1347 689 658 132 578 109 512 433 107
is_linear=0
shrinkage=0.16829


Tree=6838
num_leaves=23
num_cat=0
split_feature=4 2 150 123 2 2 14 0 4 0 4 0 0 0 14 1213 4 1213 4 4 49 2
split_gain=9.71278 2.09425 1.32183 0.984793 0.918986 0.775972 0.752437 0.492519 0.780057 0.390782 0.620828 0.389028 0.311757 0.285175 0.274741 0.259207 0.20644 0.166531 0.111149 0.272546 0.136233 0.189021
threshold=0.31392000000000003 0.10060500000000001 0.082085000000000019 0.080635000000000012 0.13673000000000005 0.12750000000000003 0.073890000000000011 -0.10998999999999999 0.0019650000000000002 -0.079249999999999987 -0.40515499999999993 -0.060094999999999989 -0.11991499999999998 -0.10147999999999999 -0.38100999999999996 -0.086424999999999988 0.053925000000000008 -0.15794499999999997 -0.064609999999999987 -0.4950449999999999 0.108615 0.11487000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 12 13 7 8 -1 15 -11 -12 -3 -2 -7 17 -17 -9 19 -14 21 -20
right_child=5 2 -4 -5 -6 14 -8 9 -10 10 11 -13 18 -15 -16 16 -18 -19 20 -21 -22 -23
leaf_value=0.00058632064682320826 0.00062695348984919297 0.00071161808518104127 0.00044129420030535656 0.00068240422230197691 0.00054068832103885511 0.00034335978126217876 0.0013384147200944196 0.0010737515382446916 0.0010589995727137158 0.0012295592677475612 0.00096489264182431902 0.00070697867473296994 0.0010783637170559092 0.00036496121420335109 3.2396783787170718e-05 0.0011088804117368256 0.00092256826436601684 0.00082751078635560959 0.00098564192310157694 0.00077154554252319629 0.00086925735639110187 0.001226577196470874
leaf_weight=69 92 61 93 87 78 53 90 55 86 84 356 79 53 91 75 961 72 71 115 82 55 54
leaf_count=69 92 61 93 87 78 53 90 55 86 84 356 79 53 91 75 961 72 71 115 82 55 54
internal_value=0 0.000976137 0.000803185 0.00102697 0.000870697 0.000358922 0.00104254 0.001028 0.000848809 0.00104453 0.000968606 0.000918134 0.0009319 0.000496866 0.00016143 0.00107849 0.00109593 0.000935276 0.000969231 0.000892261 0.00101546 0.00106284
internal_weight=0 2601 591 2010 498 311 1923 1833 155 1678 519 435 420 183 128 1159 1033 126 359 135 224 169
internal_count=2912 2601 591 2010 498 311 1923 1833 155 1678 519 435 420 183 128 1159 1033 126 359 135 224 169
is_linear=0
shrinkage=0.0032998


Tree=6839
num_leaves=24
num_cat=0
split_feature=12 41 12 48 133 16 49 402 3 484 133 12 133 3 1446 12 1429 148 16 3 52 16 133
split_gain=0.166497 0.294758 0.241176 0.14426 0.150559 0.198623 0.145808 0.180679 0.149535 0.137901 0.119693 0.220582 0.119139 0.150697 0.13295 0.161935 0.106174 0.249751 0.125012 0.107416 0.0772422 0.0748956 0.0688559
threshold=0.083725000000000008 0.076195000000000013 0.082425000000000012 0.11650000000000001 0.084965000000000013 -0.25397999999999993 0.11580500000000001 -0.0087199999999999986 -0.074234999999999982 -0.070034999999999986 0.11224500000000003 0.087065000000000017 0.041800000000000011 -0.15870999999999996 0.091195000000000012 0.11205000000000002 0.048630000000000007 -0.071414999999999992 -0.52541999999999989 0.143375 0.088250000000000009 -0.079394999999999979 0.51379500000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 -2 7 21 10 -1 11 -9 13 -7 15 -15 17 -11 -19 -20 -12 -6 -23
right_child=3 -3 -4 -5 6 12 -8 8 -10 16 20 -13 -14 14 -16 -17 -18 18 19 -21 -22 22 -24
leaf_value=-0.0050023844807164687 -0.002554127098053137 0.012791920342937064 -0.0086558528014224114 0.014654439033656392 -0.00073196298231031551 0.012108862071770881 0.00049067018763978535 0.011037920223064728 0.018067556767818276 0.015181668453579553 0.018555710872791616 0.0015793394757527151 -0.0012520026786780342 0.0048387313702653884 -0.0031756518846908876 0.013582312059878152 -0.0030134353553996035 -0.0042588679137253718 0.0051475990013494233 -0.00068005209360045432 0.0092786730396768897 0.0098991492425091927 0.001786094583183165
leaf_weight=57 103 82 54 52 63 93 74 175 60 54 52 117 76 824 53 65 63 57 453 111 52 69 53
leaf_count=57 103 82 54 52 63 93 74 175 60 54 52 117 76 824 53 65 63 57 453 111 52 69 53
internal_value=0 0.00315207 0.0022189 0.00588588 0.00564857 0.00450392 0.00758957 0.00840629 0.0102084 0.00295982 0.00901312 0.00725416 0.00515988 0.00563244 0.00499114 0.00548005 0.00357722 0.00419501 0.00323676 0.00399748 0.0139345 0.00395454 0.00638935
internal_weight=0 931 849 1981 1929 1214 715 641 456 795 396 292 1111 1035 942 889 738 675 621 564 104 185 122
internal_count=2912 931 849 1981 1929 1214 715 641 456 795 396 292 1111 1035 942 889 738 675 621 564 104 185 122
is_linear=0
shrinkage=0.16829


Tree=6840
num_leaves=28
num_cat=0
split_feature=2 52 1429 0 124 2 150 52 11 482 16 15 0 15 2 2 0 15 2 16 0 15 42 2 16 133 16
split_gain=0.230967 0.209135 0.220134 0.189735 0.142389 0.174735 0.112628 0.109658 0.10241 0.101543 0.124019 0.220398 0.296577 0.513395 0.150095 0.11405 0.109526 0.107821 0.107127 0.0884551 0.226765 0.086876 0.0841187 0.105646 0.0692371 0.115777 0.0764501
threshold=0.097005000000000022 -0.53082999999999991 0.085620000000000016 -0.082494999999999985 -0.077084999999999987 -1.0000000180025095e-35 0.087790000000000021 -0.016329999999999997 0.07677500000000001 0.09086000000000001 -0.11082499999999999 -0.094489999999999977 -0.073664999999999994 -0.061499999999999992 0.10433000000000002 0.11543500000000002 -0.095199999999999993 -0.047859999999999993 0.13154000000000002 -0.015214999999999998 -0.094139999999999988 0.083185000000000023 0.093705000000000024 0.11002000000000002 -0.080419999999999978 -0.0029049999999999996 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 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 -6 8 -8 19 10 15 16 13 -13 -14 17 -12 -2 -17 21 -21 -3 23 -16 26 -26 -7
right_child=9 2 -4 4 5 24 7 -9 -10 -11 11 12 14 -15 22 18 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28
leaf_value=0.013995263803382322 0.003791067616568266 0.0038699260264083851 -0.0038386520671572135 0.011538831496199995 -0.0057657978868759325 0.0044494921791248714 0.0063397502161100655 -0.0039856997665816789 0.014330147687502282 0.008715416794053122 -0.001553010969000993 0.003926167822134864 -0.002054891822149043 -0.017786159551620898 0.009311600273428795 -0.0033887504910411737 -0.01252019318228925 0.013839748895316296 0.0050930325238191477 0.019221846180139886 0.0066318271504024733 0.0077140112828161037 0.010306649867862177 0.0010552186284832792 0.01001893865448992 0.0030918699871118377 -0.0024779083031572003
leaf_weight=71 72 352 82 52 67 79 63 54 53 57 52 70 91 55 67 75 52 53 96 53 176 321 83 129 84 376 105
leaf_count=71 72 352 82 52 67 79 63 54 53 57 52 70 91 55 67 75 52 53 96 53 176 321 83 129 84 376 105
internal_value=0 0.00501353 0.00467993 0.00506158 0.0030288 0.00240387 0.00650675 0.0015588 0.00711105 0.00182233 0.00138132 -8.28032e-06 0.00146838 -0.00561288 0.00386555 0.00419944 -0.00705388 0.00806608 0.00136245 0.00668488 0.00955352 0.0057061 0.00580303 0.00388672 0.00325662 0.00436072 0.000486592
internal_weight=0 1988 1917 1835 763 711 1072 117 955 952 895 599 495 125 370 296 104 125 171 902 229 673 279 196 644 460 184
internal_count=2940 1988 1917 1835 763 711 1072 117 955 952 895 599 495 125 370 296 104 125 171 902 229 673 279 196 644 460 184
is_linear=0
shrinkage=0.16829


Tree=6841
num_leaves=16
num_cat=0
split_feature=3 123 3 403 160 43 1452 455 157 3 16 160 2 16 3
split_gain=0.186963 0.132696 0.125911 0.241737 0.158801 0.154826 0.137826 0.139339 0.11879 0.116991 0.100574 0.09201 0.118415 0.0809862 0.0836539
threshold=0.12168500000000002 0.09394000000000001 -0.096599999999999991 -0.055314999999999996 -0.54564999999999986 -0.48891499999999993 0.090425000000000019 1.0000000180025095e-35 -0.15081499999999998 -0.11749 -0.46591499999999991 -1.0000000180025095e-35 0.10472500000000001 0.0054050000000000009 0.41110500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -5 7 8 -6 11 -10 -7 -13 14 -2
right_child=13 -3 4 5 6 9 -8 -9 10 -11 -12 12 -14 -15 -16
leaf_value=-0.0077676532182422023 -0.0064763203362681208 -0.0033693460465520951 0.013529162346561234 0.011435989475769544 -0.0036244369997901018 -0.0018034954799536797 0.012223808544919728 0.012493116112797296 0.0085529461069102988 -0.0037811642089334279 0.0036448512569876193 0.0099371159556378378 0.0010788953311769958 0.0035501423953890792 0.0015661026090660051
leaf_weight=70 98 73 53 53 60 66 59 53 127 84 1848 87 85 66 58
leaf_count=70 98 73 53 53 60 66 59 53 127 84 1848 87 85 66 58
internal_value=0 0.00369552 0.00389118 0.00130373 0.00441374 0.00300185 0.00418788 0.00395995 0.00373683 0.00160804 0.00396137 0.00351767 0.00556995 -0.00137812 -0.00347467
internal_weight=0 2718 2645 445 2200 375 2147 2088 2035 322 1975 238 172 222 156
internal_count=2940 2718 2645 445 2200 375 2147 2088 2035 322 1975 238 172 222 156
is_linear=0
shrinkage=0.16829


Tree=6842
num_leaves=27
num_cat=0
split_feature=1 1455 2 43 0 1186 160 2 156 124 52 51 12 31 133 51 13 0 43 160 157 0 1 160 52 0
split_gain=0.170491 0.206956 0.18804 0.304956 0.170008 0.173043 0.144065 0.171465 0.165743 0.125171 0.163122 0.140189 0.203122 0.121311 0.185594 0.214703 0.19796 0.129109 0.165818 0.116362 0.113906 0.120229 0.110555 0.102975 0.0514518 0.056305
threshold=0.080320000000000016 0.084775000000000017 0.09167500000000002 0.0046950000000000004 -0.14534499999999997 0.021560000000000003 -0.082244999999999985 0.086935000000000012 0.086860000000000007 -0.082899999999999988 -0.41694999999999993 -0.070454999999999976 0.023990000000000004 -0.080489999999999992 0.024055000000000003 0.090735000000000024 -0.064654999999999976 -0.028049999999999995 -0.082134999999999986 -0.0076849999999999991 -0.064429999999999987 -0.06537999999999998 0.088965000000000002 -0.0033249999999999994 0.41626500000000005 -0.086834999999999982
decision_type=2 2 2 2 2 2 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 9 -1 6 7 -6 20 -4 -11 -12 23 -2 15 17 -16 18 -15 -3 -8 -22 -20 -13 25 -9
right_child=2 19 3 -5 5 -7 8 24 -10 10 11 12 -14 14 16 -17 -18 -19 22 -21 21 -23 -24 -25 -26 -27
leaf_value=0.013627418670245129 0.0106070140003346 0.0019755075904797342 0.0075257056232035839 -0.013104442489647259 0.014386689025618921 0.01213801454844033 0.010494415815308545 0.0074976818066961595 -0.0047727886442035039 0.0058137397216593148 -0.0095842174081304642 0.0071808953531644947 -0.009916374660467648 0.010015036294254383 0.0054722657501826326 0.013020442135169988 -0.0072831418809598657 -0.0050136157437560593 -0.0022320854146080532 -0.0085424753537389694 0.0020874781964701546 0.0075982992315515438 0.0039185401308750598 -0.00066925223234704108 0.0093199250853439955 0.00085514873626480479
leaf_weight=56 56 66 60 53 69 73 60 56 76 89 61 63 56 92 53 64 98 55 118 54 760 132 275 189 52 104
leaf_count=56 56 66 60 53 69 73 60 56 76 89 61 63 56 92 53 64 98 55 118 54 760 132 275 189 52 104
internal_value=0 0.00396238 0.00139205 -0.000945038 0.00452316 0.00415295 0.00370626 0.00708724 0.00278034 0.000295602 -0.00064765 -0.00221096 -0.000744835 0.00303974 0.00247608 0.00379661 -0.00279418 0.00270009 0.00357855 -0.00274261 0.00338521 0.002905 0.00206722 0.00128616 0.004703 0.00319126
internal_weight=0 1558 1382 571 1438 1382 1309 281 1028 518 458 369 308 811 755 604 151 540 485 120 952 892 393 252 212 160
internal_count=2940 1558 1382 571 1438 1382 1309 281 1028 518 458 369 308 811 755 604 151 540 485 120 952 892 393 252 212 160
is_linear=0
shrinkage=0.16829


Tree=6843
num_leaves=28
num_cat=0
split_feature=1 52 1 12 2 12 160 150 51 15 1 0 2 15 400 47 3 2 0 160 3 12 0 12 12 12 3
split_gain=9.47087 1.84128 0.871873 0.864989 0.674855 0.447333 0.32297 0.304521 0.264272 0.229737 0.188814 0.187864 0.182024 0.25914 0.158968 0.147838 0.227194 0.207751 0.220155 0.19761 0.144882 0.103866 0.128823 0.09871 0.0986088 0.0570034 0.195016
threshold=0.10331000000000003 -0.41694999999999993 0.13662500000000002 0.088325000000000015 0.091235000000000024 0.091290000000000024 -1.0000000180025095e-35 0.082965000000000025 0.084200000000000011 -0.41725999999999991 0.11584000000000001 -0.11262999999999999 0.085505000000000012 0.078925000000000009 -0.077824999999999991 0.077065000000000008 0.086845000000000019 0.08487500000000002 -0.085204999999999989 -0.088899999999999993 0.090170000000000014 0.11431500000000001 -0.092344999999999983 0.094600000000000004 0.086115000000000011 0.023990000000000004 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 14 -3 11 20 -4 -5 -6 13 -7 -1 16 17 18 -16 -19 -8 22 -13 -15 -17 -24 -27
right_child=1 2 9 10 7 12 8 -9 -10 -11 -12 21 -14 23 15 24 -18 19 -20 -21 -22 -23 25 -25 -26 26 -28
leaf_value=0.0011356241232065147 0.00095871655377196413 0.00058939810548292565 0.00037774473024440103 0.00086891528420588978 0.0010258251366822737 0.00061502631942145225 0.00020668858799722397 0.00065369832815445801 0.0005509350171094237 0.00013398264843856876 0.00060663628801281425 0.00073201314991531378 0.00097920609890195026 0.00077900142725910112 0.0011325039720767784 0.0011962776099840682 0.00077790957220093997 0.0010849345297824534 0.00097365388933340043 0.00091248656269841283 0.000401287277684866 0.00074403095878151405 0.00097547543657673338 0.00095763195085926591 0.00099765771831883962 0.00090404112661014431 0.00068835688197959319
leaf_weight=100 82 88 72 65 85 57 100 74 56 103 58 64 102 63 191 65 58 93 201 377 73 80 83 82 53 361 54
leaf_count=100 82 88 72 65 85 57 100 74 56 103 58 64 102 63 191 65 58 93 201 377 73 80 83 82 53 361 54
internal_value=0 0.00049389 0.000431855 0.000510279 0.000934392 0.000977226 0.000418889 0.000857236 0.000353212 0.000234475 0.000745525 0.000877905 0.000863961 0.000805593 0.00100745 0.00099507 0.000980629 0.000994228 0.00105114 0.000946684 0.000289006 0.000858266 0.000874465 0.000880263 0.00110737 0.000892701 0.000876061
internal_weight=0 697 615 440 2243 1442 317 801 229 175 123 727 304 202 1138 1038 920 862 392 470 173 642 562 145 118 498 415
internal_count=2940 697 615 440 2243 1442 317 801 229 175 123 727 304 202 1138 1038 920 862 392 470 173 642 562 145 118 498 415
is_linear=0
shrinkage=0.0032998


Tree=6844
num_leaves=27
num_cat=0
split_feature=1 1 12 3 12 1374 12 4 1210 43 3 4 4 13 13 43 1210 4 12 43 47 4 132 43 43 42
split_gain=7.25684 1.43174 1.27393 0.360042 0.321263 0.324604 0.312596 0.255979 0.219786 0.255425 0.23936 0.207833 0.196924 0.196265 0.19559 0.191283 0.190792 0.151591 0.13263 0.125056 0.1084 0.090919 0.0988661 0.0823972 0.0777827 0.0426621
threshold=0.10331000000000003 0.13662500000000002 0.085075000000000026 0.085880000000000012 0.091290000000000024 0.081625000000000017 -0.080929999999999988 -0.040394999999999993 -0.076894999999999977 0.00042000000000000007 0.10021000000000001 0.058025000000000007 0.028075000000000006 0.0040450000000000009 -0.15569499999999997 -0.080064999999999983 -0.064239999999999992 0.012315000000000001 0.099035000000000026 0.32668500000000006 0.082465000000000024 -0.16236499999999995 0.03056 0.10019000000000002 -0.072074999999999986 0.084805000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 5 8 15 -4 -1 10 13 16 -5 17 -3 -2 -6 -10 -13 21 -9 -18 24 25 -23 -11
right_child=1 14 7 12 11 -7 -8 20 9 23 -12 18 -14 -15 -16 -17 19 -19 -20 -21 -22 22 -24 -25 -26 -27
leaf_value=0.0010635020206308393 0.0003112351830344005 0.00034618257763183489 0.00095341189859692455 0.00071682068182077482 0.00064301219995974482 0.00063391193541898199 0.00014096870591834209 0.00058638092101864141 0.00095222253540487188 0.00066263496234337485 0.00069396990960436439 0.00079025500781570708 0.00046499188873580472 0.00077662397037298557 0.00012411637398347588 0.00058461166314361041 0.00070159939684316468 0.00082577146442462147 0.00055188612310454221 0.00099593007315384573 0.00077784964068626386 0.00088184021611884347 0.00097025821513273703 0.00086480261663811234 0.00078966271990431271 0.00079214838399626632
leaf_weight=88 62 77 61 54 56 52 60 60 844 62 54 52 95 95 100 52 56 123 53 58 76 181 64 85 259 61
leaf_count=88 62 77 61 54 56 52 60 60 844 62 54 52 95 95 100 52 56 123 53 58 76 181 64 85 259 61
internal_value=0 0.000477589 0.000564887 0.000437084 0.000863203 0.000892244 0.000334626 0.000774254 0.000901733 0.000890954 0.000910936 0.000808581 0.000556495 0.000921935 0.00022092 0.000436242 0.000830075 0.000936175 0.000670271 0.000846969 0.000693637 0.000831478 0.000845839 0.000783573 0.000827661 0.000727152
internal_weight=0 697 520 323 2243 1464 174 197 1412 1324 1116 779 149 1062 177 114 674 967 105 618 136 560 504 208 440 123
internal_count=2940 697 520 323 2243 1464 174 197 1412 1324 1116 779 149 1062 177 114 674 967 105 618 136 560 504 208 440 123
is_linear=0
shrinkage=0.0032998


Tree=6845
num_leaves=19
num_cat=0
split_feature=1 475 51 48 52 158 1 48 52 155 52 12 128 12 1 0 157 484
split_gain=0.26628 0.262623 0.210688 0.140328 0.155533 0.130478 0.130583 0.12027 0.124998 0.113594 0.167592 0.230195 0.14021 0.167496 0.146377 0.0999505 0.0895024 0.0911794
threshold=0.090650000000000022 -0.093829999999999983 -0.21875499999999998 0.090935000000000016 -1.0000000180025095e-35 0.11174500000000002 0.088965000000000002 0.078735000000000013 -0.065394999999999995 0.10222000000000002 -0.22495999999999997 0.11534500000000002 0.084370000000000014 1.0000000180025095e-35 0.10835000000000002 -0.14720499999999997 0.08475000000000002 0.089025000000000007
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 6 7 16 -9 10 -4 12 13 15 -15 -12 17 -3
right_child=2 3 9 4 -6 -7 -8 8 -10 -11 11 -13 -14 14 -16 -17 -18 -19
leaf_value=0.016372321066199312 0.0096249040049507691 0.0035608151188983592 -0.0087538415996386842 0.0038960743833771606 -0.0063813228034254659 -0.0029197719777202336 0.012170207695560441 0.0037333358636875988 0.014799914213579611 0.0067708150550436228 -0.0024642964159961559 0.010924267545727843 0.0079485571968583649 -0.0021414882415505092 -0.012048933916459986 0.0027415586166072716 0.010620094072269534 0.0087362350850457553
leaf_weight=52 78 1263 58 101 71 61 69 53 65 76 155 57 56 185 55 319 60 105
leaf_count=52 78 1263 58 101 71 61 69 53 65 76 155 57 56 185 55 319 60 105
internal_value=0 0.00456531 0.00121187 0.00423211 -0.000335894 0.00470197 0.00499097 0.00466938 0.00984456 0.000527148 -7.00092e-06 0.000604269 -0.000157346 -0.000795619 -0.00441943 0.00103543 0.00424049 0.00395936
internal_weight=0 1900 1039 1848 172 1676 1615 1546 118 961 885 827 770 714 240 474 1428 1368
internal_count=2939 1900 1039 1848 172 1676 1615 1546 118 961 885 827 770 714 240 474 1428 1368
is_linear=0
shrinkage=0.16829


Tree=6846
num_leaves=28
num_cat=0
split_feature=1 1 16 123 2 2 0 52 1 40 15 2 1 51 16 50 13 16 15 1 1 483 52 1 16 2 15
split_gain=8.57514 1.86475 1.33399 1.02209 0.885349 0.612681 0.399294 0.392422 0.59473 0.36758 0.550308 0.244801 0.18779 0.22966 0.228271 0.271529 0.171778 0.136627 0.281744 0.126383 0.179024 0.0881109 0.105542 0.0880231 0.0860331 0.0751991 0.0686832
threshold=0.10442000000000001 0.13276500000000002 0.11702000000000001 1.0000000180025095e-35 0.10043500000000001 0.093320000000000014 -0.074309999999999973 -0.42946499999999993 0.088470000000000007 -0.072979999999999975 -0.26361999999999991 0.123795 0.090540000000000023 0.084200000000000011 -0.013125 0.08956500000000002 -0.071104999999999988 -0.0088649999999999996 -0.13843999999999998 0.077690000000000023 0.085550000000000015 -0.086419999999999983 -0.086514999999999981 0.088470000000000007 0.19384500000000002 0.11043500000000002 -0.058859999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 6 12 -2 26 11 -3 -11 24 13 19 15 -14 -15 18 -6 21 -21 -1 -23 -22 25 -9 -7
right_child=1 9 -4 -5 17 7 -8 8 -10 10 -12 -13 14 16 -16 -17 -18 -19 -20 20 23 22 -24 -25 -26 -27 -28
leaf_value=0.0011301842193527176 0.00097659568280028921 4.4493479551777e-05 0.0009733014711243433 0.00058817125639528854 0.00028416397447950884 0.0011092846707525471 0.00059218567490627221 0.0008926013069519488 0.00050919857731206609 0.00015777619125642114 0.00054701779795999995 0.00066158010929359007 0.00067651070464721586 0.001013718805803074 0.0010563446027494537 0.00094657577111066323 0.00078478620259181885 0.00026452540644052467 0.00057410524414747881 0.0012339538740480517 0.00097067380493957465 0.00090081076292872523 0.0010081981955411563 0.0011137141159100763 0.00077570753190456775 0.0010267045760914927 0.00094977835342657541
leaf_weight=58 53 61 99 87 62 65 68 271 58 82 77 57 70 64 76 101 87 56 91 68 113 124 717 91 59 60 64
leaf_count=58 53 61 99 87 62 65 68 271 58 82 77 57 70 64 76 101 87 56 91 68 113 124 717 91 59 60 64
internal_value=0 0.000510191 0.000636915 0.000940031 0.000535892 0.00095391 0.000760855 0.00086689 0.000825047 0.000262921 0.000346498 0.00086595 0.000989051 0.0010049 0.000904099 0.000836229 0.000882051 0.000405481 0.000456843 0.00102071 0.00108461 0.00100133 0.000992407 0.00103465 0.000895729 0.000917017 0.00103042
internal_weight=0 649 429 2290 330 2203 121 634 505 220 159 447 1569 1322 247 171 151 209 153 1171 272 899 841 204 390 331 129
internal_count=2939 649 429 2290 330 2203 121 634 505 220 159 447 1569 1322 247 171 151 209 153 1171 272 899 841 204 390 331 129
is_linear=0
shrinkage=0.0032998


Tree=6847
num_leaves=21
num_cat=0
split_feature=1 52 39 1 2 14 10 457 1 41 12 15 1 2 12 15 43 43 2 15
split_gain=14.8336 2.60126 1.67588 1.67237 1.4249 1.24359 0.901807 0.780815 1.33277 0.681326 0.671742 0.602829 0.535598 0.443024 0.398948 0.241696 0.223602 0.204413 0.142224 0.0943825
threshold=0.10442000000000001 -0.42198999999999992 0.0047850000000000011 0.12381000000000002 0.10043500000000001 0.064610000000000015 -1.0000000180025095e-35 0.062030000000000009 0.084470000000000003 0.077300000000000021 0.092165000000000011 -0.074729999999999977 0.088035000000000016 0.12336000000000001 0.087915000000000007 -0.12776499999999999 -0.14839499999999997 -0.049364999999999992 0.11693000000000002 -0.43091499999999999
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 10 7 -5 9 -9 13 -3 19 -4 14 15 -1 -16 -6 -19 -8
right_child=1 3 12 6 17 -7 11 8 -10 -11 -12 -13 -14 -15 16 -17 -18 18 -20 -21
leaf_value=0.0016079918317932645 0.0013479442831054054 0.0008262204184229493 0.0011311941975516229 0.00018508237602990498 0.00049781553353189486 0.0017317871340456464 0.00055174855413670984 0.0013229129185259368 0.00064898445501497071 0.00095418080230741647 0.0013212831907188033 0.00084303765140907397 0.0007033668263764849 0.0010541562497588216 0.0014562115893145149 0.0013844658625864945 0.0012858695823468106 0.00084676284917683023 0.00061386639402052435 0.00036606878391705518
leaf_weight=59 68 53 71 81 65 79 62 84 52 53 70 71 59 60 96 741 936 59 59 61
leaf_count=59 68 53 71 81 65 79 62 84 52 53 70 71 59 60 96 741 936 59 59 61
internal_value=0 0.000736792 0.0013021 0.000665202 0.000833188 0.00132404 0.000478151 0.00130854 0.00106549 0.00132552 0.00110825 0.000600334 0.000937297 0.0013359 0.00134511 0.00140099 0.00130175 0.000648118 0.000730613 0.00045995
internal_weight=0 649 2290 581 306 2160 275 2081 136 1945 123 194 130 1892 1832 800 1032 183 118 123
internal_count=2939 649 2290 581 306 2160 275 2081 136 1945 123 194 130 1892 1832 800 1032 183 118 123
is_linear=0
shrinkage=0.0032998


Tree=6848
num_leaves=20
num_cat=0
split_feature=1 15 155 2 457 1 14 52 14 2 41 3 12 3 12 52 2 12 3
split_gain=11.4066 3.0626 1.63815 1.25621 0.880123 1.41409 0.874819 0.736136 0.698104 0.666546 0.450704 0.435039 0.379777 0.36147 0.321838 0.441462 0.279852 0.123998 0.0805515
threshold=0.10342000000000001 -0.26361999999999991 0.091145000000000018 0.11203000000000002 0.08351500000000002 0.088035000000000016 -0.42227999999999993 0.056265000000000009 0.073890000000000011 -1.0000000180025095e-35 0.077915000000000012 0.10265000000000001 -0.087789999999999993 0.12955000000000003 0.087915000000000007 0.10611000000000001 0.099185000000000009 0.10312 -0.071844999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 3 9 8 -6 -2 -8 10 -3 11 12 -1 -5 15 -14 18 -16 -11
right_child=1 2 -4 13 5 -7 7 -9 -10 16 -12 -13 14 -15 17 -17 -18 -19 -20
leaf_value=0.00084778256609329273 0.00059549545095786624 0.00054374130618762119 0.0012711050508914833 0.00033647037638380781 0.0010876294511782225 0.00041656926923079195 -5.8008709320253451e-05 0.00043052283034034371 0.0014342805969019426 0.00096079108584662637 0.00084219820033869166 0.00082026634166944517 0.0012141834825286006 0.00063192113193719025 0.0011132208518415372 0.00097554384996351487 0.00074670044180786372 0.0010187478895628845 0.00113941322905756
leaf_weight=53 65 59 60 93 101 52 86 55 75 68 68 53 694 89 869 98 52 196 53
leaf_count=53 65 59 60 93 101 52 86 55 75 68 68 53 694 89 869 98 52 196 53
internal_value=0 0.000614816 0.000760849 0.000686813 0.00110243 0.000859787 0.000278627 0.000132303 0.00112004 0.000848007 0.00110842 0.00111762 0.00112586 0.000481143 0.00113377 0.0011847 0.00095157 0.00109587 0.00103932
internal_weight=0 680 474 414 2259 153 206 141 2106 232 2031 1963 1910 182 1857 792 173 1065 121
internal_count=2939 680 474 414 2259 153 206 141 2106 232 2031 1963 1910 182 1857 792 173 1065 121
is_linear=0
shrinkage=0.0032998


Tree=6849
num_leaves=22
num_cat=0
split_feature=1 42 49 50 155 42 16 9 43 1455 474 51 42 2 2 1 3 15 42 3 15
split_gain=0.309214 0.182554 0.198277 0.174994 0.149798 0.15421 0.142512 0.201835 0.119823 0.10491 0.0961379 0.122034 0.0832887 0.079228 0.162167 0.109384 0.0909896 0.0761824 0.0559499 0.0250127 0.0110494
threshold=0.090540000000000023 0.109255 -0.095899999999999985 0.067370000000000013 0.10022500000000002 -0.059799999999999992 -0.54150999999999994 1.0000000180025095e-35 -0.50360999999999989 0.10411000000000001 0.089165000000000008 -0.025499999999999998 0.085345000000000018 0.081315000000000012 0.083855000000000013 0.085410000000000014 -0.083319999999999991 0.087670000000000012 0.086635000000000004 -0.087674999999999989 0.090650000000000022
decision_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 -2 4 5 -4 -7 -8 -1 10 13 -12 -5 16 -15 17 19 -16 -18 -10 -3
right_child=1 20 3 12 -6 6 7 -9 9 -11 11 -13 -14 14 15 -17 18 -19 -20 -21 -22
leaf_value=-0.0015492041127968571 0.012144361868272479 -0.0056592719302169499 0.0081917152835862869 0.010772141248565443 0.0086756329773660431 0.0080602781210899928 0.00028556288191607093 -0.009956206974702491 0.0086386451490596018 -0.00052828820805777806 0.017294519489267517 0.0058541152025010723 0.0024462893787555919 -0.00094494756311172567 0.0076753034162166207 -0.00086742030666705659 0.017078751912238475 0.0048895552690651316 0.0091942800254182847 0.0033884125959169446 -0.0021132622003002637
leaf_weight=52 70 52 72 102 78 55 448 62 54 56 55 52 52 87 925 54 52 404 53 52 52
leaf_count=52 70 52 72 102 78 55 448 62 54 56 55 52 52 87 925 54 52 404 53 52 52
internal_value=0 0.00277829 0.00352026 0.0028235 0.00171197 0.000856456 -7.51225e-05 -0.000955992 0.00638973 0.00661457 0.00683929 0.0117515 0.00797248 0.00652555 0.00608448 0.00652798 0.00958989 0.00682982 0.0131161 0.00608001 -0.00390354
internal_weight=0 1043 939 869 715 637 565 510 1896 1844 1788 107 154 1681 1470 1383 211 1329 105 106 104
internal_count=2939 1043 939 869 715 637 565 510 1896 1844 1788 107 154 1681 1470 1383 211 1329 105 106 104
is_linear=0
shrinkage=0.16829


Tree=6850
num_leaves=17
num_cat=0
split_feature=1 9 41 16 149 16 151 2 1213 3 16 3 1 3 42 42
split_gain=0.410621 0.24903 0.197037 0.166047 0.143517 0.142661 0.129481 0.184884 0.142675 0.116052 0.113788 0.124185 0.124028 0.0764261 0.0827047 0.0732308
threshold=0.12040000000000002 0.084755000000000011 0.081500000000000017 -0.082359999999999989 0.078320000000000015 -0.49353499999999995 -0.082589999999999983 0.085665000000000005 -0.097649999999999987 -0.005644999999999999 -0.097664999999999988 -0.095789999999999986 0.10331000000000003 -0.091034999999999991 0.083925000000000013 0.086855000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 -2 7 -1 15 -5 11 -10 -12 -9 -15 -8
right_child=3 -3 -4 9 -6 -7 8 13 10 -11 12 -13 -14 14 -16 -17
leaf_value=0.016079021095106401 0.00099692546313808416 0.015413452974355634 -0.003054160226408927 0.0074896075036288189 -0.0033565578939833102 -0.0088673390892453283 0.014022466217964671 0.00067236290949491246 0.014221609656395568 -0.0015729374347859784 0.0044030044723831442 0.00578451220340834 -0.00023541420717013893 0.011031739474185485 0.0039656755167227845 0.0062807727311964554
leaf_weight=71 70 65 86 76 55 101 68 54 60 84 1460 292 183 106 86 73
leaf_count=71 70 65 86 76 55 101 68 54 60 84 1460 292 183 106 86 73
internal_value=0 0.00511223 0.00485341 -0.00116899 0.00512528 -0.00481883 0.00531619 0.00849754 0.00484321 0.00272054 0.00447593 0.00722776 0.00388528 0.00630209 0.00787609 0.0100271
internal_weight=0 2659 2594 331 2508 171 2453 317 2136 160 1995 352 1643 246 192 141
internal_count=2990 2659 2594 331 2508 171 2453 317 2136 160 1995 352 1643 246 192 141
is_linear=0
shrinkage=0.16829


Tree=6851
num_leaves=13
num_cat=0
split_feature=2 30 11 10 0 0 43 11 43 0 2 15
split_gain=0.248254 0.155354 0.156081 0.177901 0.128662 0.197571 0.153387 0.187811 0.146223 0.125251 0.0726012 0.0424385
threshold=0.13673000000000005 0.086220000000000019 0.089795000000000014 -0.0088449999999999987 0.12469500000000001 0.040570000000000002 0.31405000000000005 1.0000000180025095e-35 0.50772000000000006 -0.097224999999999992 0.17730000000000004 -0.074124999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -5 -8 -2 11 -11
right_child=9 -3 -4 4 -6 -7 8 -9 -10 10 -12 -13
leaf_value=0.013449859117682313 -0.0086760532113741139 -0.0040801632291239077 -0.0026641551809374127 0.0044063330339415676 0.011838335666301247 -0.0034787322608410011 -0.0079741935337436804 0.012435031538834986 0.0044008815701533904 0.0064714085666731872 -0.0045742518624722166 -0.00020089624904333608
leaf_weight=62 56 64 88 2211 63 93 54 86 54 53 52 54
leaf_count=62 56 64 88 2211 63 93 54 86 54 53 52 54
internal_value=0 0.00410071 0.0042945 0.00452864 0.00431197 0.00412143 0.00441607 0.00470771 -0.00177002 -0.00182968 0.000570327 0.00308729
internal_weight=0 2775 2711 2623 2561 2498 2405 2297 108 215 159 107
internal_count=2990 2775 2711 2623 2561 2498 2405 2297 108 215 159 107
is_linear=0
shrinkage=0.16829


Tree=6852
num_leaves=28
num_cat=0
split_feature=12 12 15 156 148 48 12 12 16 16 16 474 51 12 16 12 151 12 123 130 51 51 51 12 12 51 16
split_gain=3.54989 1.09118 0.900195 0.488125 0.370389 0.350603 0.31841 0.297922 0.199929 0.188779 0.182702 0.121266 0.115488 0.106918 0.100008 0.0951279 0.102653 0.0879215 0.0778942 0.0743483 0.0737832 0.183108 0.0914378 0.0521528 0.0348418 0.0286482 0.0074792
threshold=0.078120000000000009 0.14824500000000004 -0.24211499999999997 0.085435000000000011 -1.0000000180025095e-35 0.086410000000000015 -0.073629999999999987 0.098355000000000012 -0.090614999999999987 -0.23389999999999997 -0.013049999999999997 0.085165000000000018 0.095630000000000007 -0.038859999999999992 0.0060400000000000011 0.082595000000000016 -0.16267499999999999 0.083815000000000014 0.081180000000000016 0.095880000000000007 0.095630000000000007 0.11594500000000001 0.07412500000000001 -0.10063999999999999 0.10923500000000001 0.013805000000000001 -0.077189999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 6 4 -4 8 23 15 -6 -9 -10 -5 18 -12 19 -2 -17 -18 -7 25 22 -22 -19 -1 -16 26 -11
right_child=1 -3 3 11 5 12 -8 9 10 14 13 -13 -14 -15 24 16 17 20 -20 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=0.00025591949606481684 0.00090691528306089167 0.00026781112170096594 0.00023875935801583444 0.00083893610700574409 0.00078199988742640267 0.00055988174663037875 0.00045732678988334171 0.00050033279712703303 0.00039843104308301576 0.00084598363591111036 0.0007417971433607794 0.0006205728712575867 0.00031739848241478302 0.00053735133298777899 0.00067393551989133351 0.00062651854789712053 0.00065483567899615291 0.00077878174564002475 0.00039592070765119341 0.0006331318727380911 0.00055083921865236956 0.00082242283277800905 0.00091737021398432996 0.0001158176955351039 0.00055974141404980583 0.00071310853703928073 0.00077763266052247504
leaf_weight=55 58 52 53 63 62 74 74 60 53 56 55 53 67 61 84 57 70 1365 59 53 53 58 57 64 53 58 63
leaf_count=55 58 52 53 63 62 74 74 60 53 56 55 53 67 61 84 57 70 1365 59 53 53 58 57 64 53 58 63
internal_value=0 0.00074118 0.000483461 0.000546582 0.000500279 0.000532357 0.000287049 0.000752639 0.000620276 0.000673982 0.000560737 0.00073947 0.000430634 0.000634591 0.000702276 0.000772168 0.000767439 0.000772428 0.000487412 0.000745165 0.000777774 0.000693065 0.000784362 0.000180867 0.000630015 0.000778512 0.000810094
internal_weight=0 2197 793 600 484 431 193 2145 231 427 169 116 200 116 367 1718 1660 1603 133 230 1533 111 1422 119 137 177 119
internal_count=2990 2197 793 600 484 431 193 2145 231 427 169 116 200 116 367 1718 1660 1603 133 230 1533 111 1422 119 137 177 119
is_linear=0
shrinkage=0.0032998


Tree=6853
num_leaves=14
num_cat=0
split_feature=2 31 14 3 3 4 3 2 3 1455 52 3 52
split_gain=0.191494 0.132641 0.109246 0.191093 0.244708 0.106237 0.117354 0.110815 0.218377 0.123656 0.0636481 0.0476179 0.0160397
threshold=0.13673000000000005 -0.017869999999999997 0.073890000000000011 -0.15327499999999997 -0.23394499999999999 -0.34140499999999996 0.12478500000000002 0.090020000000000017 -0.10859999999999999 -0.088759999999999992 -0.057374999999999995 0.096440000000000012 0.069415000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 11 7 9 -9 -7 -2 -5 -12
right_child=10 2 -4 5 -6 6 -8 8 -10 -11 12 -13 -14
leaf_value=-0.0029435305455878355 0.0029209781229360254 0.0030966509613034716 0.0096261906888154905 0.012719310154591655 -0.011256752955916757 -0.0026368368830110614 -0.0018510426987278221 -0.0078388050659941519 0.0034208795964549613 0.0054795891458583696 -0.0017900633537418921 0.0056889549040576451 -0.0054307897870674591
leaf_weight=77 69 95 99 58 52 55 92 52 769 1372 87 54 59
leaf_count=77 69 95 99 58 52 55 92 52 769 1372 87 54 59
internal_value=0 0.00393002 0.00412686 0.00391669 -0.00196852 0.00427024 0.00402655 0.00426789 0.00270553 0.0051655 -0.00127723 0.00934572 -0.00327362
internal_weight=0 2775 2698 2599 147 2452 2340 2248 821 1427 215 112 146
internal_count=2990 2775 2698 2599 147 2452 2340 2248 821 1427 215 112 146
is_linear=0
shrinkage=0.16829


Tree=6854
num_leaves=13
num_cat=0
split_feature=40 1203 13 10 9 41 41 47 16 133 3 49
split_gain=0.175953 0.101959 0.0965841 0.0939528 0.0956505 0.0916594 0.190347 0.101416 0.135113 0.0934666 0.0329815 0.0205401
threshold=-0.084754999999999983 0.09117500000000002 -0.007069999999999999 0.057650000000000007 0.084755000000000011 0.077915000000000012 0.091290000000000024 0.11771000000000002 -0.46591499999999991 -0.13093499999999997 -0.064734999999999987 0.12899500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 7 -7 8 10 -10 -2 -9
right_child=1 -3 -4 -5 -6 6 -8 11 9 -11 -12 -13
leaf_value=0.00078134407382069099 0.01182939029698288 -0.0039389599474554809 -0.0088021773108499183 -0.0030478724016544472 0.01053870493709798 -0.0074053701746364933 0.0062967184325410227 -0.0032781034266151942 0.0066075814943886823 0.0031027841335876153 0.0067233618355153641 0.0011615115766139741
leaf_weight=69 56 55 52 63 54 64 52 64 242 2056 109 54
leaf_count=69 56 55 52 63 54 64 52 64 242 2056 109 54
internal_value=0 0.00322206 -0.00332235 0.00336266 0.00351012 0.00336872 -0.00124757 0.00357689 0.00380797 0.00347265 0.00846721 -0.00123119
internal_weight=0 2869 121 2814 2751 2697 116 2581 2463 2298 165 118
internal_count=2990 2869 121 2814 2751 2697 116 2581 2463 2298 165 118
is_linear=0
shrinkage=0.16829


Tree=6855
num_leaves=11
num_cat=0
split_feature=45 2 14 484 484 4 15 1429 1447 133
split_gain=0.165691 0.175257 0.0913337 0.144454 0.233959 0.102363 0.382227 0.0954304 0.117442 0.0509624
threshold=1.0000000180025095e-35 0.16730000000000003 -0.42227999999999993 0.091085000000000013 0.12389500000000002 0.51074000000000008 -0.23079499999999997 0.084895000000000012 -0.085574999999999984 0.084965000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -4 8 -8 -9
right_child=-2 -3 3 4 -6 -7 7 9 -10 -11
leaf_value=0.0079467265589247601 0.011273305176667433 -0.0065112631993987351 -0.011587628393818283 -0.0082970813571036084 0.0039035099711991995 0.0094632688025841002 -0.003994041670002898 0.0035174017920050786 0.0022329530693835403 0.010608695639167385
leaf_weight=69 52 72 58 100 80 52 89 61 2237 56
leaf_count=69 52 72 58 100 80 52 89 61 2237 56
internal_value=0 0.00168134 0.0018925 0.00173899 -0.00286462 0.00206428 0.00190972 0.0022309 0.00199392 0.00692688
internal_weight=0 2874 2802 2733 180 2553 2501 2443 2326 117
internal_count=2926 2874 2802 2733 180 2553 2501 2443 2326 117
is_linear=0
shrinkage=0.16829


Tree=6856
num_leaves=27
num_cat=0
split_feature=1 2 2 1 15 15 15 2 150 10 1375 481 133 15 43 2 1 402 1447 15 2 1 52 42 52 42
split_gain=8.75857 1.99126 1.43789 0.827676 0.593536 0.557991 0.435708 0.317589 0.307463 0.302694 0.273164 0.222672 0.246899 0.302987 0.204535 0.193387 0.176251 0.139138 0.18248 0.149907 0.136623 0.123675 0.466949 0.0658535 0.0648737 0.0845284
threshold=0.11690500000000002 0.10060500000000001 0.16730000000000003 0.10921500000000002 1.0000000180025095e-35 -0.22805999999999996 0.082225000000000006 -1.0000000180025095e-35 1.0000000180025095e-35 -0.0091399999999999988 -0.14057999999999995 -0.064999999999999988 0.083645000000000011 -0.0070899999999999991 -0.09225499999999999 0.11891500000000001 0.13074500000000003 0.11367500000000001 -0.085124999999999992 0.11556000000000001 0.13154000000000002 0.096315000000000026 -0.34918499999999997 -0.055344999999999998 -0.43479999999999991 -0.04034999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 8 7 16 -6 9 20 -1 -9 -12 13 -13 -14 -7 -2 18 -8 23 21 24 -23 -20 -3 -26
right_child=2 3 -4 -5 6 15 17 10 -10 -11 11 12 14 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 25 -27
leaf_value=0.0009601276064148945 0.0005130175140082736 0.00082416454890253676 -5.3319727518239258e-05 0.00048666984998893553 0.0013463145184106876 0.00073208046482697625 0.00083959514290763782 0.00073721053201772422 0.00062405655488340919 0.00061506939696151335 0.0011401840932390558 0.00095261511462320912 0.0012304491171070584 0.00072488949186463154 0.00099616028672641047 0.00050641048120309061 0.00027462348519985484 0.0011735570784618206 0.0010038684498854787 0.0009049417754923557 0.00070504123822350223 0.001004034296291106 0.00057348003189086779 0.0010783339350885005 0.00085778049403187806 0.001005776253114202
leaf_weight=53 52 55 60 89 55 95 54 55 67 60 87 385 52 78 216 76 100 83 199 82 52 57 54 505 67 138
leaf_count=53 52 55 60 89 55 95 54 55 67 60 87 385 52 78 216 76 100 83 199 82 52 57 54 505 67 138
internal_value=0 0.000950701 0.000415262 0.000780362 0.0010009 0.000502414 0.00105879 0.00094344 0.000833634 0.000777223 0.000964915 0.000980182 0.000961091 0.000914327 0.00104175 0.000631989 0.000356411 0.00104162 0.00102854 0.00104148 0.000866746 0.000889316 0.000794893 0.00105733 0.000929492 0.000957579
internal_weight=0 2543 383 579 1964 323 978 986 490 113 873 818 731 463 268 171 152 923 840 786 423 371 111 704 260 205
internal_count=2926 2543 383 579 1964 323 978 986 490 113 873 818 731 463 268 171 152 923 840 786 423 371 111 704 260 205
is_linear=0
shrinkage=0.0032998


Tree=6857
num_leaves=19
num_cat=0
split_feature=3 51 3 1 3 13 1456 160 4 1453 2 403 157 3 156 159 2 43
split_gain=0.111064 0.14473 0.187637 0.142965 0.305411 0.17798 0.155685 0.178499 0.150776 0.137079 0.210335 0.118903 0.106747 0.0914099 0.0873441 0.165654 0.108034 0.0773355
threshold=-0.14186499999999996 0.078960000000000016 -0.18945499999999996 0.080320000000000016 -0.096099999999999977 0.10621000000000001 -0.0022699999999999994 0.11262000000000001 -0.10701499999999999 -0.077314999999999981 0.083685000000000009 -0.53317999999999988 -0.086244999999999988 -0.24190499999999995 0.087205000000000019 0.082420000000000007 0.092935000000000004 0.22431000000000004
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 8 -5 6 -6 14 -2 -10 -11 -12 -13 -1 15 -8 -16 -14
right_child=3 -3 -4 4 5 -7 7 -9 9 10 11 12 17 -15 16 -17 -18 -19
leaf_value=0.0078114394319109366 -0.0049534981500759063 -0.0012386980674504201 0.013545414445114541 -0.011944992546937929 0.0085029257867995194 -0.0084889669191458086 0.0017404418269900876 -0.0084097139363032529 -0.0044684673992682741 0.013404946757083071 -0.0036091308666725609 -0.0020776447614848648 0.0045420867217374422 -0.0017890550017049453 0.01044312668137851 -0.0058400189888093883 0.00078170905368446573 -0.00019655048384826262
leaf_weight=58 64 67 89 53 85 52 721 54 60 61 67 85 1025 54 65 92 67 107
leaf_count=58 64 67 89 53 85 52 721 54 60 61 67 85 1025 54 65 92 67 107
internal_value=0 0.00551197 0.00777113 0.00191288 0.000539168 0.0011232 0.00158596 0.000995626 0.00302354 0.00338819 0.00374 0.00327944 0.00366016 0.00316659 0.00153497 0.000880418 0.00555284 0.00409259
internal_weight=0 268 201 2658 1189 1136 1084 999 1469 1405 1345 1284 1217 112 945 813 132 1132
internal_count=2926 268 201 2658 1189 1136 1084 999 1469 1405 1345 1284 1217 112 945 813 132 1132
is_linear=0
shrinkage=0.16829


Tree=6858
num_leaves=26
num_cat=0
split_feature=4 1 155 2 2 11 1 457 1 16 16 48 43 42 51 40 16 4 2 13 43 43 1453 481 4
split_gain=17.0792 4.84291 1.6157 1.17885 0.825222 0.735458 0.561537 0.448704 0.622775 0.33941 0.40126 0.245866 0.232881 0.23197 0.216834 0.34871 0.258762 0.238135 0.207566 0.205668 0.454198 0.3117 0.168826 0.239366 0.1638
threshold=0.31392000000000003 0.10404000000000001 0.091145000000000018 0.10615500000000001 0.097005000000000022 1.0000000180025095e-35 0.13074500000000003 0.083995000000000014 0.083065000000000014 -0.016354999999999998 0.40955000000000003 0.10911000000000001 -0.073079999999999992 0.087825000000000014 -0.10234999999999998 -0.027374999999999997 -0.11807499999999999 0.036605000000000006 0.11523000000000001 -0.039559999999999991 -0.0042299999999999994 -0.064179999999999987 -0.014859999999999998 -0.087759999999999991 -0.12685999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 5 7 13 22 -9 -3 -11 -5 -8 18 17 -16 -17 -6 -2 21 -21 -18 -1 -24 -25
right_child=6 2 -4 11 14 -7 12 8 -10 10 -12 -13 -14 -15 15 16 19 -19 -20 20 -22 -23 23 24 -26
leaf_value=0.0012398134769809892 0.00083517278999608148 0.0012253018189738009 0.0014658418767879301 0.00053712808648788489 0.0015091655248002205 0.0017013524276988691 0.00016413295247531923 0.0013783983245053411 0.00090559570409951234 0.00071791484739661018 0.0011289442833703873 0.00081584466955721005 0.00043930786773743448 0.00043640920649972239 0.00094415431324901874 0.0014051889661829374 0.001481518516229599 0.0012134506684518508 0.0005542000387681853 0.00093050655217857597 0.0013085107410192723 0.0011204161510391761 0.0016022570012080341 0.0012229040197729449 0.0013984913453502141
leaf_weight=80 58 70 57 91 61 80 57 75 52 52 53 57 83 58 52 79 52 62 59 78 64 55 63 64 1314
leaf_count=80 58 70 57 91 61 80 57 75 52 52 53 57 83 58 52 79 52 62 59 78 64 55 63 64 1314
internal_value=0 0.00129742 0.000952757 0.000862104 0.0013561 0.00139051 0.000483837 0.0013754 0.00118509 0.00104576 0.000925722 0.00064471 0.000327524 0.000608686 0.00123784 0.00119807 0.00123822 0.00136039 0.000693787 0.00118511 0.00110112 0.00129623 0.00139127 0.00139965 0.00139036
internal_weight=0 2611 380 323 2231 1728 315 1648 127 175 105 148 140 175 503 380 328 123 117 249 142 107 1521 1441 1378
internal_count=2926 2611 380 323 2231 1728 315 1648 127 175 105 148 140 175 503 380 328 123 117 249 142 107 1521 1441 1378
is_linear=0
shrinkage=0.0032998


Tree=6859
num_leaves=17
num_cat=0
split_feature=15 15 4 12 42 3 42 4 4 155 3 4 42 47 2 2
split_gain=0.104878 0.19428 0.168435 0.132137 0.106042 0.292362 0.167148 0.126144 0.589472 0.141833 0.131994 0.110477 0.119137 0.0971536 0.0712891 0.0613823
threshold=-0.2987999999999999 -0.19153499999999998 0.40052000000000004 -0.082039999999999988 0.087405000000000024 -0.12077499999999998 0.086510000000000017 -0.35269999999999996 -0.10701499999999999 1.0000000180025095e-35 0.094635000000000011 -0.08231999999999999 0.088185000000000013 0.091680000000000011 0.099345000000000017 0.12750000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 6 -6 7 9 -9 14 -10 -7 -13 -14 -3 -5
right_child=1 2 -4 15 5 11 -8 8 10 -11 -12 12 13 -15 -16 -17
leaf_value=-0.0059538389684293336 0.010601000123094928 0.014922469553497389 -0.0046522774628507202 0.0061571008118601073 0.016816985421944583 -0.0021735387731247366 -0.0054196161470158764 -0.012303897234004693 0.0034796074323441449 0.0010926626809678772 -0.0024155082123046541 0.011001526387699989 0.0045940122154868269 -0.00090346281752167574 0.0063123619157469642 -0.0011402783661568093
leaf_weight=84 95 55 82 67 52 79 76 76 1179 75 118 71 591 107 56 63
leaf_count=84 95 55 82 67 52 79 76 76 1179 75 118 71 591 107 56 63
internal_value=0 0.0031181 0.00284578 -0.00074502 0.00308903 0.00455808 0.00227928 0.00265574 0.00209668 0.00677296 0.00294189 0.00380424 0.00442068 0.0037487 0.0105948 0.00260686
internal_weight=0 2712 2617 214 2535 900 1635 1559 1373 186 1297 848 769 698 111 130
internal_count=2926 2712 2617 214 2535 900 1635 1559 1373 186 1297 848 769 698 111 130
is_linear=0
shrinkage=0.16829


Tree=6860
num_leaves=28
num_cat=0
split_feature=1 2 12 2 3 39 2 12 12 1 2 14 3 3 16 12 12 52 15 15 15 3 43 52 15 43 52
split_gain=12.4114 2.69007 2.12713 0.98371 0.958486 0.756856 0.751308 0.538886 0.515082 0.502991 0.458621 0.458348 0.464191 0.47293 0.544155 0.324083 0.264212 0.235737 0.348045 0.365442 0.250113 0.207242 0.18781 0.157873 0.135097 0.140367 0.0572146
threshold=0.10404000000000001 0.14253500000000002 0.085075000000000026 0.13084500000000002 0.090170000000000014 0.082115000000000007 0.10709500000000001 0.09253500000000002 0.10061500000000002 0.092900000000000024 0.25063000000000007 0.064610000000000015 -0.15041499999999997 0.086845000000000019 -0.039209999999999995 0.082425000000000012 -0.087789999999999993 -0.082894999999999983 0.079600000000000018 -0.081149999999999986 -0.069814999999999988 0.143375 -0.082579999999999987 0.042815000000000006 0.098855000000000012 -0.03898999999999999 0.11916
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 16 7 8 11 -4 -7 -3 12 -1 15 -15 -14 -2 20 19 23 -9 -6 -18 -19 25 -20 -26
right_child=1 10 6 -5 21 9 -8 17 -10 -11 -12 -13 13 14 -16 -17 22 18 24 -21 -22 -23 -24 -25 26 -27 -28
leaf_value=0.0009593960771908087 0.00064880068097131769 0.0004424931859041963 0.0013988236538298919 0.00077490220297527803 0.00094753293154113986 0.0011705405446132875 0.00074518882756949409 0.001462690388160711 0.00099483039797533469 0.00072708903201779444 4.1542119361513908e-05 0.001529753320042527 0.0014710336796740612 0.00082846086370245964 0.0012822016240426988 0.0012742743870577848 0.00053278841267037495 0.0010145440583440983 0.0011513618464352661 0.00085372500243814176 0.0011686750259519867 0.00070776371008211098 0.00026737569698398651 0.0012739272601988154 0.0010304412345600242 0.0013487640801336956 0.0011752662764984525
leaf_weight=55 72 72 74 55 87 59 53 52 66 54 55 73 102 55 62 1122 56 54 77 88 87 75 62 53 58 90 79
leaf_count=55 72 72 74 55 87 59 53 52 66 54 55 73 102 55 62 1122 56 54 77 88 87 75 62 53 58 90 79
internal_value=0 0.000702043 0.000802859 0.00121259 0.000649959 0.00122342 0.00108154 0.00123759 0.00120862 0.000958937 0.00026913 0.00127261 0.00125913 0.0012714 0.00106921 0.0012907 0.000490513 0.0011569 0.00112284 0.00101283 0.00127892 0.000836746 0.000393633 0.00114335 0.00119329 0.00125796 0.00111421
internal_weight=0 672 545 2275 352 2220 193 2107 140 113 127 1469 1396 1341 117 1224 190 638 499 195 139 162 118 107 304 167 137
internal_count=2947 672 545 2275 352 2220 193 2107 140 113 127 1469 1396 1341 117 1224 190 638 499 195 139 162 118 107 304 167 137
is_linear=0
shrinkage=0.0032998


Tree=6861
num_leaves=24
num_cat=0
split_feature=9 52 16 16 13 3 40 12 16 12 51 2 13 3 3 52 133 52 16 3 3 51 159
split_gain=0.211654 0.184828 0.177205 0.225561 0.168803 0.217967 0.161248 0.31059 0.529039 0.147453 0.132813 0.129674 0.126111 0.126561 0.196894 0.122431 0.116849 0.0940227 0.192407 0.118835 0.0857154 0.0515826 0.0420271
threshold=0.089645000000000016 -0.087604999999999988 -0.010034999999999999 -0.016079999999999994 -0.083274999999999988 -0.086424999999999988 -0.0020749999999999996 0.084130000000000024 0.0054050000000000009 0.093125000000000013 0.07412500000000001 0.087545000000000026 -0.41895499999999991 0.12478500000000002 0.097775000000000015 -0.068039999999999975 0.085355000000000014 -0.42946499999999993 0.26711500000000005 -0.082474999999999979 -0.082094999999999987 -0.012244999999999997 -0.073489999999999986
decision_type=2 2 2 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 -1 -4 8 -8 16 11 20 -3 14 15 -14 -9 19 -19 -13 -6 -7 -11
right_child=-2 2 6 -5 10 21 7 9 -10 22 -12 17 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.019486629754050685 0.012840141981730202 0.010945949974897068 0.007720964816313328 0.011839994257935945 0.013128406571200587 0.010367273100444777 -0.019378892183076243 0.001621622364380739 0.0023291351898598665 0.00075610738178203709 0.011904243293111865 0.00046019908151380146 -0.0053029072420237421 -0.004697603568583791 0.012179386677738007 0.0030006167095787332 0.011042001150597927 0.0038861568360931001 -0.0081820238174029752 0.01005747204291579 0.0040554200579619734 0.003237554562133651 -0.0050646092222306613
leaf_weight=53 70 56 65 88 52 53 62 100 65 66 58 90 52 61 65 1409 60 83 68 62 70 65 74
leaf_count=53 70 56 65 88 52 53 62 100 65 66 58 90 52 61 65 1409 60 83 68 62 70 65 74
internal_value=0 0.00346406 0.00273094 0.00353201 0.00595326 0.0105046 -8.38296e-05 -0.00127612 -0.00825434 0.001672 0.00433819 0.00330141 0.00308594 0.00280745 0.00310864 0.00270385 0.00516549 0.00142888 -0.00153662 0.0043867 0.00793732 0.00645511 -0.00230772
internal_weight=0 2877 2223 1731 654 171 492 427 127 300 483 425 1643 1587 1526 1461 160 303 151 152 122 118 140
internal_count=2947 2877 2223 1731 654 171 492 427 127 300 483 425 1643 1587 1526 1461 160 303 151 152 122 118 140
is_linear=0
shrinkage=0.16829


Tree=6862
num_leaves=29
num_cat=0
split_feature=1 3 10 2 2 14 4 124 12 4 12 4 3 155 1 16 3 16 43 16 4 12 4 3 2 2 4 4
split_gain=13.0504 2.21571 1.51705 1.36372 1.1283 1.0401 0.894408 0.638534 0.552357 0.821725 0.425104 0.369531 0.396025 0.313697 0.323742 0.27078 0.253675 0.222297 0.166011 0.150516 0.158605 0.229989 0.121678 0.0942469 0.0923011 0.0650832 0.0377125 0.037641
threshold=0.10398500000000001 -0.06656999999999999 -1.0000000180025095e-35 0.099845000000000003 0.10393500000000001 0.064610000000000015 0.50214500000000006 -1.0000000180025095e-35 -1.0000000180025095e-35 0.00093000000000000016 0.088245000000000004 -0.17568999999999999 0.086845000000000019 0.082265000000000019 0.096035000000000023 0.057265000000000003 -0.079774999999999985 -0.067654999999999979 -0.085449999999999984 0.20277000000000003 0.0015850000000000003 0.092605000000000007 0.55074000000000012 -0.078384999999999996 1.0000000180025095e-35 0.11366500000000002 0.27998000000000006 0.23355000000000001
decision_type=2 2 2 2 2 2 2 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 24 5 15 7 8 -1 -4 -10 11 -9 16 14 17 -2 -13 27 -19 20 23 -22 -8 -12 -3 -20 -11 -5
right_child=1 2 6 13 -6 -7 22 10 9 26 19 12 -14 -15 -16 -17 -18 18 25 -21 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00088976284283448905 0.0013685124864289604 0.00029910636841499815 0.00055836775914972999 0.0011998479269309538 0.00070876069203173618 0.0015906247966757697 0.00031264922275761327 0.0015586684521323533 0.0012232620325707713 0.00077945221502974881 0.0011847005457974202 0.0012661430672513674 0.00099260589669377297 0.0012505067242730712 0.00076484882442831039 0.0010317791959277914 0.0014573665535602288 0.0011346360942426626 0.00098630386066210452 0.0010119935162515514 0.0012328795978368264 0.00092355529725185958 0.00053065621612414713 0.0012758582869041497 0.00010112148032553025 0.00084224024882682488 0.00064753255795340031 0.001074094900954334
leaf_weight=61 53 52 91 77 99 89 63 52 52 54 431 688 54 66 55 54 88 52 74 57 52 56 52 194 52 75 52 52
leaf_count=61 53 52 91 77 99 89 63 52 52 54 431 688 54 66 55 54 88 52 74 57 52 56 52 194 52 75 52 52
internal_value=0 0.00067812 0.00055242 0.00120109 0.000963519 0.0012414 0.000652886 0.00122345 0.000764212 0.000882546 0.0012356 0.00128584 0.00126871 0.00103816 0.00100166 0.0011989 0.00128787 0.00104102 0.000971274 0.00117946 0.00119244 0.00107282 0.000411533 0.00121305 0.000200453 0.000914025 0.000715069 0.00114943
internal_weight=0 674 468 2273 206 1822 364 1733 249 158 1672 882 830 451 385 107 776 330 201 790 733 108 115 625 104 149 106 129
internal_count=2947 674 468 2273 206 1822 364 1733 249 158 1672 882 830 451 385 107 776 330 201 790 733 108 115 625 104 149 106 129
is_linear=0
shrinkage=0.0032998


Tree=6863
num_leaves=25
num_cat=0
split_feature=1 3 2 2 2 15 12 150 1 16 148 41 39 13 13 11 16 401 2 1 12 51 2 133
split_gain=4.9138 1.53015 1.39611 0.726768 0.707715 0.505651 0.410196 0.287984 0.2849 0.284187 0.284174 0.353741 0.223662 0.204801 0.302146 0.198452 0.186411 0.148586 0.148465 0.12717 0.130364 0.100604 0.0988052 0.09735
threshold=0.10398500000000001 -0.036264999999999992 0.10393500000000001 0.14253500000000002 0.093320000000000014 -0.077474999999999988 0.098785000000000012 1.0000000180025095e-35 0.11215000000000001 -0.082359999999999989 -0.078149999999999983 0.079160000000000008 0.08252000000000001 0.041960000000000004 0.17888000000000001 1.0000000180025095e-35 -0.15105999999999997 0.10872500000000002 0.123795 0.13042000000000001 -0.077389999999999987 0.043405000000000006 0.090835000000000013 -0.107775
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 5 10 19 -2 12 -7 -4 -1 13 15 16 -15 18 -12 22 21 20 -3 23 -18 -6
right_child=1 3 9 -5 7 8 -8 -9 -10 -11 11 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00065482691549191465 0.0011308627767912262 0.00032908489302202693 0.00028421884439432837 0.00013886231657690671 0.00089300100501001577 0.00046326947975972607 0.00075665388155342068 0.00052515409757478994 0.00078787612523603028 0.00060450802374782393 0.00071640333735228392 0.001135719879942317 0.00055816910131924983 0.00061937865021259543 0.00093387110988153873 0.00097944999969385056 0.00087697058306756138 0.0010557756653844167 0.00060338663239639775 0.00025071557897102134 0.00053767709089038319 0.00090533830383721927 0.0009851491139360115 0.00074461368457061665
leaf_weight=63 69 72 54 96 59 56 61 59 64 70 69 59 52 81 58 54 1070 62 56 70 62 69 107 355
leaf_count=63 69 72 54 96 59 56 61 59 64 70 69 59 52 81 58 54 1070 62 56 70 62 69 107 355
internal_value=0 0.000514012 0.000716356 0.000391558 0.000834989 0.000466322 0.000955543 0.000747718 0.000636687 0.000465311 0.000874125 0.000883275 0.000768022 0.000872958 0.000750859 0.000786364 0.000885906 0.000895317 0.000766955 0.000365935 0.000425861 0.000785846 0.000886835 0.000765846
internal_weight=0 674 254 420 2273 324 130 704 120 124 1569 1506 645 1447 139 593 1308 1239 539 204 134 483 1177 414
internal_count=2947 674 254 420 2273 324 130 704 120 124 1569 1506 645 1447 139 593 1308 1239 539 204 134 483 1177 414
is_linear=0
shrinkage=0.0032998


Tree=6864
num_leaves=22
num_cat=0
split_feature=1 2 2 1 124 52 15 12 49 12 11 11 16 483 3 1 3 2 2 16 47
split_gain=16.2169 4.18568 1.95081 1.94703 1.86202 0.911569 0.833487 0.557674 0.537183 0.365286 0.457736 0.433446 0.345201 0.341487 0.258778 0.232032 0.212098 0.174841 0.121326 0.128726 0.0773771
threshold=0.12313000000000002 0.10523 0.16730000000000003 0.10932500000000002 -0.083859999999999976 -0.45635499999999996 -0.13843999999999998 0.087825000000000014 -0.095899999999999985 0.092735000000000026 1.0000000180025095e-35 0.07604000000000001 -0.10850999999999998 -0.070084999999999981 0.086845000000000019 0.11617500000000001 -0.00083499999999999991 0.099845000000000003 0.11231500000000001 0.0015850000000000003 0.096850000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 5 -1 -3 16 12 -6 10 13 17 -7 -10 -15 -5 -2 20 -9 -20 -11
right_child=2 3 -4 15 8 7 -8 18 9 11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22
leaf_value=0.00085911404586349108 0.00058190757752233995 0.0014036288168823451 -6.006951178039503e-05 0.00050501809824814517 0.0016223286386916214 0.0010370694182030161 0.00082022546295603511 0.0012491569691393742 0.0015440661798333333 0.0013287271046169996 0.0015964580762093737 0.00097290180752581312 0.00067287365506013054 0.0013420627933588881 0.0011543707880740178 0.00078421542238158056 0.00031143778689502643 0.0011021297739494465 0.0011643929679318547 0.00094427832908461438 0.0011995640304414256
leaf_weight=92 52 88 66 67 72 53 95 66 88 371 84 54 63 1157 89 65 83 52 70 54 66
leaf_count=92 52 88 66 67 72 53 95 66 88 371 84 54 63 1157 89 65 83 52 70 54 66
internal_value=0 0.00125407 0.000439529 0.000990256 0.00131935 0.00110658 0.000583045 0.00102104 0.00134016 0.00132979 0.00135796 0.00125614 0.000839577 0.00134292 0.00132868 0.000642769 0.00041588 0.00128734 0.00113165 0.00106882 0.0013093
internal_weight=0 2651 296 526 2125 394 230 306 2033 1961 1418 543 116 1334 1246 132 135 489 190 124 437
internal_count=2947 2651 296 526 2125 394 230 306 2033 1961 1418 543 116 1334 1246 132 135 489 190 124 437
is_linear=0
shrinkage=0.0032998


Tree=6865
num_leaves=17
num_cat=0
split_feature=10 156 50 0 52 4 0 49 133 133 3 39 4 1213 48 34
split_gain=0.248354 0.115787 0.11378 0.123688 0.248111 0.189766 0.201073 0.151112 0.115765 0.191712 0.198788 0.179607 0.143169 0.10151 0.0979362 0.356022
threshold=-1.0000000180025095e-35 -0.090889999999999985 0.13159000000000001 -0.13619499999999998 0.0049050000000000005 0.25367000000000006 -0.14920999999999998 -0.14757499999999998 -0.0082649999999999998 -0.060214999999999998 -0.087284999999999988 0.098380000000000009 -0.5055599999999999 0.087810000000000013 0.085790000000000019 -0.049569999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 -2 3 4 5 6 -3 -5 9 13 -11 12 -10 -9 15 -1
right_child=1 2 -4 7 -6 -7 -8 8 11 10 -12 -13 -14 -15 -16 -17
leaf_value=0.0045500100233119411 0.013083935193027734 0.013201950422213662 -0.00082243948551259357 -0.0032203552350599449 -0.0046056587716306946 -0.00099620707923647224 0.0022280053855726683 0.0066803996456869796 0.0144815578926839 -0.0085950558035764197 0.003254617246866388 -0.0028608129581335021 0.0067128031596574494 -0.0011601779858992577 0.0041029420066678365 -0.014534922499313471
leaf_weight=59 52 102 90 52 103 98 89 433 71 59 125 53 1414 52 59 52
leaf_count=59 52 102 90 52 103 98 89 433 71 59 125 53 1414 52 59 52
internal_value=0 0.00519529 0.00504498 0.00524485 0.00247725 0.00500783 0.00809784 0.00572431 0.00593587 0.00408103 -0.000535242 0.00674153 0.00708545 0.00583606 -0.00142176 -0.00437449
internal_weight=0 2793 2741 2651 392 289 191 2259 2207 669 184 1538 1485 485 170 111
internal_count=2963 2793 2741 2651 392 289 191 2259 2207 669 184 1538 1485 485 170 111
is_linear=0
shrinkage=0.16829


Tree=6866
num_leaves=15
num_cat=0
split_feature=15 124 12 14 11 133 52 43 16 51 52 43 51 15
split_gain=0.17361 0.186408 0.166043 0.147638 0.0948298 0.0933016 0.149571 0.147874 0.174804 0.099676 0.278257 0.259999 0.129364 0.134741
threshold=0.15277000000000004 -0.083859999999999976 -0.091174999999999992 0.056865000000000006 0.093525000000000011 -0.0082649999999999998 0.11794500000000001 0.41159500000000004 -0.083144999999999983 0.090560000000000015 -0.057374999999999995 -0.020604999999999995 0.080840000000000009 -0.0039399999999999991
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 -3 12 -11 -12 13 -7
right_child=-2 3 -4 -5 -6 9 -8 -9 -10 10 11 -13 -14 -15
leaf_value=0.0034405958267496018 -0.004088070041053638 0.005899069546960266 -0.0080845885389915842 -0.0019869471829069476 -0.0018405641535642872 0.0040138823378800415 -0.0047103494901344165 0.011750979118041998 1.1632115009075771e-05 0.017409704216126459 0.010608858694378746 -0.0031255448285163836 -0.0028699646763915231 0.007144120988046644
leaf_weight=79 73 306 64 95 60 926 61 63 269 73 93 67 56 678
leaf_count=79 73 306 64 95 60 926 61 63 269 73 93 67 56 678
internal_value=0 0.00420976 -0.00170497 0.00451831 0.00475202 0.00490532 0.00323751 0.00400023 0.0031479 0.00552022 0.00879022 0.00484635 0.00506015 0.00533813
internal_weight=0 2890 143 2747 2652 2592 699 638 575 1893 233 160 1660 1604
internal_count=2963 2890 143 2747 2652 2592 699 638 575 1893 233 160 1660 1604
is_linear=0
shrinkage=0.16829


Tree=6867
num_leaves=28
num_cat=0
split_feature=2 12 3 2 123 47 15 9 2 40 15 12 3 3 42 160 159 3 12 3 51 3 3 2 13 13 3
split_gain=8.70516 3.79218 1.4623 1.2324 1.20412 0.841492 1.03199 0.675002 0.400616 0.361568 0.31602 0.286693 0.205888 0.434586 0.291791 0.180854 0.169414 0.167891 0.128131 0.226147 0.104752 0.10344 0.0910848 0.0689018 0.0677081 0.0818714 0.0363476
threshold=0.13388500000000003 0.078120000000000009 0.11878500000000002 0.17553000000000005 1.0000000180025095e-35 0.07813500000000001 -0.0039399999999999991 0.037245000000000007 0.086365000000000011 -0.025204999999999995 -0.14151499999999997 0.098355000000000012 -0.15624499999999999 -0.092109999999999984 -1.0000000180025095e-35 0.08234000000000001 -0.064994999999999983 -0.12711499999999995 0.090455000000000021 -0.082004999999999981 -0.090939999999999979 -0.081224999999999978 -0.096599999999999991 0.11366500000000002 -0.052719999999999996 0.10935500000000002 -0.079224999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 5 6 15 11 -6 -2 -11 12 -3 14 22 -1 -13 -16 19 -15 -8 -20 -14 -4 -18 26 -26
right_child=3 7 23 -5 8 -7 20 -9 -10 10 -12 16 13 18 17 -17 24 -19 21 -21 -22 -23 -24 -25 25 -27 -28
leaf_value=0.00069688972145098079 0.00034147915579178442 0.0013356238392657105 0.00060256490187850806 5.1525841442942191e-05 0.00055517040467933324 0.0013748785536404067 0.0012936701475901936 0.00077291664004186273 0.00086747201309869725 0.00047853974288798653 0.00081967645531685397 0.00091252277930544301 0.0012383047748176889 0.0011733762760090191 0.0010451224254148545 0.00093779791290016766 0.0010246858904382824 0.00078499286931045184 0.0012147119357990984 0.0012873356773406138 0.0010973246503651025 0.0011081628043831399 0.001053765757391043 0.00043455060533963971 0.0012566073158101897 0.0010351260624408573 0.0011390965447668224
leaf_weight=102 52 85 52 69 92 67 54 52 89 53 69 63 62 550 54 53 91 58 161 305 77 313 64 60 54 65 97
leaf_count=102 52 85 52 69 92 67 54 52 89 53 69 63 62 550 54 53 91 58 161 305 77 313 64 60 54 65 97
internal_value=0 0.00107737 0.000856384 0.00042526 0.000928365 0.00104078 0.000962391 0.00114618 0.000708928 0.000573262 0.000671766 0.00115576 0.00117458 0.00116582 0.00103482 0.000779492 0.00107164 0.000910727 0.00118926 0.00121407 0.00117853 0.00114443 0.00114485 0.000512872 0.00110418 0.00113751 0.00118135
internal_weight=0 2720 646 243 534 353 286 2074 181 174 122 2022 1652 1567 238 155 370 112 1329 855 131 474 126 112 307 216 151
internal_count=2963 2720 646 243 534 353 286 2074 181 174 122 2022 1652 1567 238 155 370 112 1329 855 131 474 126 112 307 216 151
is_linear=0
shrinkage=0.0032998


Tree=6868
num_leaves=25
num_cat=0
split_feature=1 1 12 15 3 10 1 3 41 12 159 15 1 52 12 1 15 42 16 42 13 15 1 16
split_gain=16.8619 3.30909 2.27258 1.36477 1.18055 1.1099 0.780314 0.754824 0.366016 0.398993 0.439135 0.518568 0.653887 0.329654 0.264674 0.249319 0.213181 0.154188 0.200993 0.143573 0.0983786 0.140096 0.0815698 0.0559903
threshold=0.10910500000000002 0.13546500000000003 -0.012249999999999999 -0.08237499999999999 0.11391500000000002 -0.013164999999999998 0.09258000000000001 -0.041789999999999994 0.081670000000000006 0.088590000000000016 -0.023859999999999996 -0.088484999999999994 0.085410000000000014 0.10611000000000001 -0.042789999999999988 0.077690000000000023 -0.24211499999999997 0.098550000000000013 0.0015850000000000003 0.11517500000000001 -0.021089999999999994 -0.0025249999999999995 0.12040000000000002 0.067035000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 16 8 -3 -1 -5 9 10 15 12 -12 -13 -7 -4 22 20 19 -19 23 -22 -2 -11
right_child=1 5 4 7 -6 14 -8 -9 -10 17 11 13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25
leaf_value=0.001192566639545474 0.00067837103876931652 -8.2972946437872468e-05 0.0014923342317467779 0.0012923108605425403 0.00087540020807844795 0.00034120588007906309 0.00076105217685134815 0.00081772947557350831 0.0011138736214847233 0.0014207761441291029 0.0013836909548215629 0.0014596897937145849 0.00096814966773038841 0.0011962820545377952 0.00063861104880341452 0.0017793000569010398 0.00081111594320438737 0.0011870421922129286 0.0010750292184783547 0.0013805561695717148 0.001246531329642046 0.00136823717986914 0.00049421343770655131 0.0013227457204397631
leaf_weight=92 58 52 101 93 54 68 92 61 60 288 120 642 64 58 64 52 89 70 53 120 178 283 52 99
leaf_count=92 58 52 101 93 54 68 92 61 60 288 120 642 64 58 64 52 89 70 53 120 178 283 52 99
internal_value=0 0.000683864 0.00133022 0.000870938 0.0013592 0.000324775 0.000977001 0.00110456 0.00137112 0.00137836 0.0014252 0.00139662 0.00123935 0.00143791 0.000485669 0.0015901 0.000689972 0.0013338 0.00125846 0.00130945 0.00135535 0.00132132 0.000591635 0.00139579
internal_weight=0 537 2426 353 2242 184 184 154 2188 2128 1037 884 184 700 132 153 199 1091 243 190 848 461 110 387
internal_count=2963 537 2426 353 2242 184 184 154 2188 2128 1037 884 184 700 132 153 199 1091 243 190 848 461 110 387
is_linear=0
shrinkage=0.0032998


Tree=6869
num_leaves=24
num_cat=0
split_feature=1 1 12 39 3 12 1 4 0 12 49 15 0 1 3 4 4 16 52 51 16 12 0
split_gain=9.61401 2.15181 1.09969 0.691827 0.587273 0.421536 0.394969 0.350707 0.329757 0.250519 0.302686 0.243975 0.242864 0.221464 0.212536 0.354042 0.210328 0.201289 0.174501 0.159148 0.138496 0.134713 0.0725361
threshold=0.10331000000000003 0.13546500000000003 0.086085000000000009 0.082115000000000007 0.10021000000000001 0.10700500000000002 0.15390500000000004 0.2642250000000001 0.11737000000000002 0.090455000000000021 -0.011165 -0.092389999999999986 -0.075914999999999996 0.086215000000000014 0.040040000000000006 0.22276500000000002 -0.15764999999999998 0.16094000000000003 -0.080219999999999986 -0.034094999999999993 0.40518500000000007 0.092395000000000019 -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 2
left_child=3 2 14 4 7 19 12 8 9 10 11 -1 -3 -5 18 -16 -12 21 -2 -4 -19 -11 -20
right_child=1 6 5 13 -6 -7 -8 -9 -10 17 16 -13 -14 -15 15 -17 -18 20 22 -21 -22 -23 -24
leaf_value=0.00071726577543997192 0.00027675766294397639 0.00018097261674980173 0.00080359372000096587 0.00085046067163681391 0.00068522798842678959 0.00056798121367047081 2.7009647973390687e-06 0.00072201921781836725 0.00076545332291753183 0.00089358909734720351 0.0012568892252296752 0.00098913538871665189 0.00047674555306305731 0.00056199405240245739 0.00077972973384393218 0.00044460118851730402 0.001047255683876236 0.00070414260413353622 0.00041231207639033424 0.0010240197552057095 0.0009294333655113855 0.0010103692855897154 0.0005837892120177234
leaf_weight=52 55 62 73 67 71 52 62 52 65 146 57 126 60 53 67 72 962 52 52 75 76 493 61
leaf_count=52 55 62 73 67 71 52 62 52 65 146 57 126 60 53 67 72 962 52 52 75 76 493 61
internal_value=0 0.00052369 0.000634658 0.00096831 0.000981953 0.000825347 0.000217733 0.00099206 0.000998963 0.00100667 0.00103687 0.000909911 0.000326723 0.000723348 0.000510316 0.000606391 0.00105902 0.000959497 0.000430616 0.000915534 0.000838184 0.000983742 0.000505191
internal_weight=0 691 507 2272 2152 200 184 2081 2029 1964 1197 178 122 120 307 139 1019 767 168 148 128 639 113
internal_count=2963 691 507 2272 2152 200 184 2081 2029 1964 1197 178 122 120 307 139 1019 767 168 148 128 639 113
is_linear=0
shrinkage=0.0032998


Tree=6870
num_leaves=18
num_cat=0
split_feature=4 2 123 13 2 39 2 457 52 13 2 160 52 52 157 0 0
split_gain=14.6356 4.49038 3.39075 1.13807 0.710486 0.677593 0.652269 1.07216 0.350197 0.33469 0.29619 0.270639 0.246165 0.233626 0.176914 0.16813 0.147082
threshold=0.31392000000000003 0.13554000000000002 0.080635000000000012 -0.27740999999999993 -0.007134999999999999 0.098100000000000007 0.091235000000000024 0.067035000000000011 -0.087604999999999988 -0.098524999999999988 0.15305000000000002 -0.06146999999999999 0.088785000000000017 0.51388500000000004 -0.031119999999999998 -0.032274999999999991 -0.10147999999999999
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 11 9 8 14 -5 -3 -2 -10 15 -8 -11 -13
right_child=5 10 4 6 -6 -7 7 -9 12 13 -12 16 -14 -15 -16 -17 -18
leaf_value=0.0011629896889021587 0.001081528597594151 0.0011070126495691297 0.00079966946184821975 0.0018788366181527686 0.0012866007390011627 0.00053275174233652551 0.0018513725805226317 0.0011185639021750223 0.0014609385102927288 0.0016869860589774942 0.00077407473960094703 0.00092824491019767434 0.0016165948576487052 0.0014535144515278422 0.0016436080800773011 0.0014933046079538116 0.00073644432240679901
leaf_weight=55 70 62 52 93 90 68 70 55 206 1374 57 95 261 54 147 54 86
leaf_count=55 70 62 52 93 90 68 70 55 206 1374 57 95 261 54 147 54 86
internal_value=0 0.00157488 0.00160459 0.00163431 0.00110854 0.000826198 0.00164549 0.00156394 0.0015997 0.00168374 0.000947834 0.000905558 0.00154801 0.00167147 0.00171079 0.00167969 0.000837308
internal_weight=0 2630 2511 2369 142 319 2314 739 684 1575 119 251 467 1482 217 1428 181
internal_count=2949 2630 2511 2369 142 319 2314 739 684 1575 119 251 467 1482 217 1428 181
is_linear=0
shrinkage=0.0032998


Tree=6871
num_leaves=32
num_cat=0
split_feature=12 13 12 133 13 12 39 1210 13 48 48 11 12 0 0 0 39 403 12 403 13 13 12 403 123 133 133 42 12 12 0
split_gain=6.40578 2.53502 1.5485 0.774695 0.681773 0.628106 0.551953 0.379052 0.358305 0.330949 0.319929 0.304683 0.381043 0.286909 0.325362 0.275984 0.273421 0.27333 0.189089 0.156766 0.192187 0.175864 0.141727 0.139846 0.115587 0.110433 0.222427 0.0952028 0.270541 0.0997314 0.0572076
threshold=0.056995000000000011 -0.00027999999999999998 0.098355000000000012 -1.0000000180025095e-35 0.0083850000000000018 0.14472000000000004 0.098100000000000007 -0.074724999999999986 -0.073514999999999983 -0.024949999999999996 0.093225000000000016 1.0000000180025095e-35 0.087605000000000002 -0.15530999999999998 -0.036459999999999992 -0.108275 0.0095750000000000019 -0.092059999999999989 -0.020034999999999994 -0.121015 -0.087984999999999994 0.064420000000000019 0.084735000000000019 -0.084794999999999995 0.086730000000000015 -0.13093499999999997 0.083000000000000018 -0.027559999999999998 0.10682000000000001 0.10859000000000001 -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 2 2 2 2 2 2 2
left_child=1 3 7 -1 9 8 15 17 -4 -3 13 19 -13 -11 -15 -5 -17 -2 -6 30 25 22 -22 -10 -18 -21 -27 29 -29 -25 -9
right_child=2 4 5 6 18 -7 -8 11 23 10 -12 12 -14 14 -16 16 24 -19 -20 20 21 -23 -24 27 -26 26 -28 28 -30 -31 -32
leaf_value=0.00088788576573660188 0.0015223187480333631 0.00081915492533786091 0.00073258066485862143 0.00074487068980180066 0.00087469556922014898 0.00061795904968571166 0.00026530031555368913 0.00097861614731399572 0.0011625136221007604 0.0013432291505803703 0.00088178713842617111 0.0014934310507366871 0.001137310755847223 0.00088346697769247447 0.0012495739029736851 0.00031834272451579512 0.000701724141345478 0.0012078084690903682 0.00059637480181128717 0.0011619239909957384 0.0012697069211762755 0.00098000187219116552 0.001157900112482505 0.0009651427744428884 0.00049508058651153873 0.00090053763323329 0.0011612273048168908 0.001082199521760468 0.00078342075954475246 0.0011485420616278578 0.0011068421916710341
leaf_weight=77 52 59 52 86 54 57 73 94 71 66 57 61 74 55 53 54 63 77 55 78 155 55 809 69 59 92 61 66 69 69 77
leaf_count=77 52 59 52 86 54 57 73 94 71 66 57 61 74 55 53 54 63 77 55 78 155 55 809 69 59 92 61 66 69 69 77
internal_value=0 0.000770557 0.00111516 0.000588782 0.000958167 0.000943473 0.000519927 0.0011613 0.000990238 0.00104208 0.00109887 0.00114689 0.00129849 0.00116978 0.00106346 0.000590738 0.000515224 0.00133486 0.000734582 0.00113246 0.00114555 0.00116537 0.00117591 0.00102908 0.000602079 0.00105794 0.0010047 0.000994253 0.000929751 0.0010571 0.00103656
internal_weight=0 811 2138 412 399 453 335 1685 396 290 231 1556 135 174 108 262 176 129 109 1421 1250 1019 964 344 122 231 153 273 135 138 171
internal_count=2949 811 2138 412 399 453 335 1685 396 290 231 1556 135 174 108 262 176 129 109 1421 1250 1019 964 344 122 231 153 273 135 138 171
is_linear=0
shrinkage=0.0032998


Tree=6872
num_leaves=20
num_cat=0
split_feature=4 2 123 2 457 0 2 14 2 0 2 1210 0 4 123 15 43 52 1213
split_gain=10.6556 4.12948 3.04422 1.00758 1.22439 0.889347 0.705884 0.651677 0.576477 0.475855 0.375093 0.358668 0.434709 0.353846 0.353392 0.297834 0.246329 0.209129 0.15384
threshold=0.31392000000000003 0.13388500000000003 0.080635000000000012 0.091290000000000024 0.08351500000000002 -0.14867499999999997 -0.007134999999999999 0.073890000000000011 0.14808000000000002 -0.11825999999999999 0.15305000000000002 -0.074724999999999986 -0.076734999999999984 0.0051950000000000008 0.084495000000000015 -0.43587999999999999 -0.00067499999999999993 0.090060000000000015 -0.080614999999999978
decision_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 -4 11 14 -7 -3 18 16 -11 15 -2 -13 -14 -1
right_child=8 10 6 4 -6 9 -8 -9 -10 13 -12 12 17 -15 -16 -17 -18 -19 -20
leaf_value=0.0016147219353682251 0.0011139601651513876 0.0010429497087524923 0.00070915190781735394 0.0018659095033065898 0.00093942551355624627 0.0011203886646599032 0.0011973670487360338 0.0018871937587661373 0.0005319121651240756 0.0014983515529466106 0.00068081170798708077 0.0015928230208987263 0.0014607383844723436 0.0013188770403116589 0.00069412034245611718 0.00084525433645306824 0.0014801806265231812 0.0012212706521509517 0.0018603099089299631
leaf_weight=65 84 71 52 54 54 53 87 67 61 449 57 858 190 169 73 101 296 53 55
leaf_count=65 84 71 52 54 54 53 87 67 61 449 57 858 190 169 73 101 296 53 55
internal_value=0 0.00146073 0.00149032 0.00151827 0.00142062 0.00145641 0.00101498 0.00156627 0.000821838 0.0014234 0.00088196 0.00155207 0.00153697 0.00144933 0.00089025 0.000967452 0.00156396 0.00140865 0.00172758
internal_weight=0 2630 2502 2363 779 725 139 1584 319 671 128 1517 1397 618 258 185 1154 243 120
internal_count=2949 2630 2502 2363 779 725 139 1584 319 671 128 1517 1397 618 258 185 1154 243 120
is_linear=0
shrinkage=0.0032998


Tree=6873
num_leaves=17
num_cat=0
split_feature=4 2 12 1 1 475 1375 2 4 43 1429 480 4 1429 2 52
split_gain=7.3449 2.42134 1.20669 0.748351 0.528712 0.499928 0.710355 0.411099 0.408281 0.255981 0.229416 0.22356 0.207834 0.275751 0.200633 0.182601
threshold=0.31392000000000003 0.13388500000000003 -1.0000000180025095e-35 0.09258000000000001 0.12895500000000001 -0.085684999999999997 -0.089714999999999975 -0.007134999999999999 0.41823000000000005 -0.073079999999999992 0.082195000000000018 -0.069294999999999982 -0.071344999999999992 -0.067164999999999989 0.15305000000000002 0.09253500000000002
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 10 -7 -5 -2 -6 -4 -8 15 -14 -3 -13
right_child=4 14 5 7 9 6 11 -9 -10 -11 -12 12 13 -15 -16 -17
leaf_value=0.00096995976409725265 0.00035802050184426137 0.00062608370535457709 0.0010146267882967408 0.00037359196850723057 8.5500041314147881e-05 0.00060920999226402495 0.0011874709669263592 0.0007411729964576935 0.00067956600678479293 0.00037730501667987719 0.0012823495269538249 0.0010462613115465186 0.0011879578921520648 0.00094317848454343925 0.00036107693753773538 0.00092429864625809223
leaf_weight=99 76 71 58 56 52 54 65 83 101 90 95 768 54 1001 57 169
leaf_count=99 76 71 58 56 52 54 65 83 101 90 95 768 54 1001 57 169
internal_value=0 0.00095159 0.000974252 0.000750147 0.000421175 0.000997795 0.000984493 0.000593336 0.0005417 0.000270695 0.00118109 0.000994328 0.000988008 0.000955741 0.000508348 0.0010243
internal_weight=0 2630 2502 238 319 2264 2111 139 177 142 153 2057 1992 1055 128 937
internal_count=2949 2630 2502 238 319 2264 2111 139 177 142 153 2057 1992 1055 128 937
is_linear=0
shrinkage=0.0032998


Tree=6874
num_leaves=22
num_cat=0
split_feature=1 2 4 123 3 4 0 3 2 43 39 39 475 10 12 3 0 4 1208 15 43
split_gain=13.6147 2.84953 2.08359 1.85955 1.21362 1.04851 0.931154 1.46916 0.719046 0.651976 0.422745 0.402815 0.336599 0.318722 0.277334 0.474217 0.260907 0.269864 0.152731 0.12751 0.0769836
threshold=0.10932500000000002 0.14253500000000002 0.41377500000000006 0.080635000000000012 -0.049204999999999992 0.27998000000000006 -0.14867499999999997 0.084670000000000009 0.091290000000000024 -0.013164999999999998 0.086935000000000012 0.089755000000000015 -0.080004999999999979 -0.36237499999999995 0.056995000000000011 -0.115685 -0.10998999999999999 0.0051950000000000008 1.0000000180025095e-35 -0.46483499999999994 -0.075374999999999984
decision_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 20 6 7 -1 14 -6 -5 19 -10 -3 -8 -16 -14 -18 -17 -4 -2
right_child=1 13 11 10 9 -7 8 -9 12 -11 -12 -13 16 -15 15 18 17 -19 -20 -21 -22
leaf_value=0.0018840231776831803 0.0012118496542653367 0.00011451891756207298 0.00079987349364519893 0.00071040018070873457 0.00054522267703610463 0.00086906777201379301 0.0011599768275846411 0.0012408727535502268 0.0014380756542072999 0.0010104092536188979 0.0011122806663467664 0.00034235813277493809 0.0009804014155934905 0.00044102509267150724 0.0016343497441265065 0.0013423416817931347 0.001266719301400962 0.0011081762014350661 0.0015285920817647975 0.00056698796094024483 0.0013924753647019702
leaf_weight=81 63 57 54 65 53 56 78 75 73 88 52 58 56 77 69 1160 406 171 53 52 52
leaf_count=81 63 57 54 65 53 56 78 75 73 88 52 58 56 77 69 1160 406 171 53 52 52
internal_value=0 0.000721787 0.000855507 0.00129596 0.00104169 0.00131683 0.0013281 0.00157504 0.00130944 0.000835802 0.000889315 0.000564657 0.00122348 0.000302401 0.00135403 0.00136581 0.00119867 0.00121979 0.00135051 0.00068596 0.00129383
internal_weight=0 554 420 2395 256 2278 2222 156 2066 141 117 164 706 134 1360 1282 633 577 1213 106 115
internal_count=2949 554 420 2395 256 2278 2222 156 2066 141 117 164 706 134 1360 1282 633 577 1213 106 115
is_linear=0
shrinkage=0.0032998


Tree=6875
num_leaves=19
num_cat=0
split_feature=2 130 10 33 403 3 2 456 3 403 131 4 4 474 12 12 51 13
split_gain=0.609564 0.367784 0.320859 0.198253 0.203222 0.142186 0.296155 0.128261 0.127095 0.125849 0.188104 0.119559 0.100748 0.0978557 0.0947338 0.0944992 0.0864536 0.0756736
threshold=0.098655000000000007 -1.0000000180025095e-35 0.057650000000000007 0.084300000000000014 -0.5407249999999999 -0.0031199999999999995 -0.0050599999999999994 0.08542000000000001 0.3148450000000001 -0.069569999999999979 0.08103500000000001 -0.013634999999999998 0.0019650000000000002 0.023345000000000001 0.083885000000000015 0.10052500000000002 0.026870000000000002 -0.049204999999999992
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 -6 14 9 -3 13 -9 -7 15 -8 16 -11 -17
right_child=1 8 -4 -5 5 12 7 11 -10 10 -12 -13 -14 -15 -16 17 -18 -19
leaf_value=0.021609192965725096 -0.0048777640501992134 0.0022189390834936899 0.0021188129992605639 0.022984683841130952 0.0003467645720420987 0.013266561158550499 0.008088904065162647 0.023693341113253809 0.0011646356120769443 0.0068995105144252743 0.00087633352227652463 0.012648901297874521 0.021385669649471677 0.015653397564453189 0.012293944530564723 0.018328283954049604 0.012744112336344701 0.0098649811377677348
leaf_weight=69 66 75 82 54 62 102 174 52 68 307 65 62 78 88 1350 55 95 69
leaf_count=69 66 75 82 54 62 102 174 52 68 307 65 62 78 88 1350 55 95 69
internal_value=0 0.00719201 0.0124631 0.0128856 0.0126049 0.0122735 0.0117937 0.0122259 0.0081633 0.0087921 0.0095155 0.0177025 0.0167948 0.0104271 0.011815 0.00954937 0.00828517 0.0136334
internal_weight=0 888 2085 2003 1949 1880 1700 1638 822 754 679 114 180 614 1524 526 402 124
internal_count=2973 888 2085 2003 1949 1880 1700 1638 822 754 679 114 180 614 1524 526 402 124
is_linear=0
shrinkage=0.16829


Tree=6876
num_leaves=23
num_cat=0
split_feature=2 4 40 402 1213 1429 1213 4 11 0 1 1 16 13 2 4 43 4 474 16 2 483
split_gain=0.421325 0.25979 0.215218 0.161296 0.175427 0.149907 0.129512 0.143457 0.127138 0.126816 0.152978 0.1837 0.143361 0.167607 0.132573 0.129365 0.103822 0.101082 0.100183 0.104095 0.228142 0.157996
threshold=0.098655000000000007 0.51395000000000002 -0.091044999999999987 0.10872000000000002 -0.0021849999999999999 -0.053464999999999992 -0.086579999999999976 -0.081454999999999986 0.08776500000000001 0.032970000000000006 0.095640000000000017 0.13148500000000005 -0.071129999999999985 -0.062109999999999992 0.12250500000000002 0.018150000000000003 -0.077224999999999988 0.18572000000000002 0.09018000000000001 0.022165000000000004 0.088665000000000008 -0.070084999999999981
decision_type=2 2 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 -1 7 -7 9 10 14 12 13 -12 15 16 -4 -17 19 21 -21 -8
right_child=2 -3 8 4 -6 6 18 -9 -10 -11 11 -13 -14 -15 -16 17 -18 -19 -20 20 -22 -23
leaf_value=0.018278064813600055 -0.0045006349518964175 -0.0012343154401910834 0.016934112316148178 0.010793483759673797 0.024079860978812099 -0.00044486210414797602 0.017798234076063211 0.010346298734973301 0.013317550182757645 -0.00016014265724127461 -0.00068364245935495667 0.010208068317839738 -0.0031239336907889765 0.011196365663065469 0.016549908279221273 -5.6010097759163497e-05 0.00773670629041896 0.0095248509613281452 0.016351757209588303 0.0028835559199840767 0.012686344681252411 0.010272463883733936
leaf_weight=65 52 53 55 63 52 68 85 71 74 84 67 101 102 67 59 77 98 52 78 156 119 1275
leaf_count=65 52 53 55 63 52 68 85 71 74 84 67 101 102 67 59 77 98 52 78 156 119 1275
internal_value=0 0.010367 0.00598371 0.0106704 0.0168169 0.0103008 0.0100198 0.00505424 0.006638 0.00598697 0.00675121 0.0041986 0.00161914 0.00524295 0.00926859 0.00773883 0.0110547 0.00379212 0.0104217 0.0101377 0.00713202 0.0107441
internal_weight=0 2085 888 2032 115 1917 1852 139 836 762 678 337 236 134 341 282 153 129 1713 1635 275 1360
internal_count=2973 2085 888 2032 115 1917 1852 139 836 762 678 337 236 134 341 282 153 129 1713 1635 275 1360
is_linear=0
shrinkage=0.16829


Tree=6877
num_leaves=16
num_cat=0
split_feature=10 10 10 1453 15 15 133 133 52 4 52 1447 12 4 475
split_gain=0.264179 0.200421 0.135889 0.122952 0.145983 0.182427 0.166302 0.387546 0.190344 0.476985 0.132844 0.129177 0.118 0.0931613 0.0844584
threshold=-0.089679999999999982 -0.010699999999999999 0.057650000000000007 -0.077554999999999985 0.021950000000000001 0.082225000000000006 0.084965000000000013 0.087950000000000014 -0.092399999999999982 -0.018964999999999999 0.029970000000000007 -0.082844999999999988 0.084885000000000002 -0.022529999999999998 -0.0041249999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 8 14 13 -10 -9 -7 -13 -5 -8
right_child=1 2 -4 4 5 11 7 10 9 -11 -12 12 -14 -15 -16
leaf_value=-0.0016394586452059105 0.018086729605410547 0.014142634309560408 0.00084020966171838264 0.011410622250858638 0.01785786284196848 0.015628948892224864 0.02122917321416052 0.0036478699864134745 -0.0053972515933529194 0.0058490452501037344 0.010588202456635925 0.0031686378311010168 0.0087755810481087004 0.0055516776717116634 0.012896747393779587
leaf_weight=86 53 85 82 180 64 69 62 224 128 641 121 123 836 137 82
leaf_count=86 53 85 82 180 64 69 62 224 128 641 121 123 836 137 82
internal_value=0 0.00780863 0.00761578 0.00781702 0.00761474 0.0091143 0.00657391 0.00915629 0.00540946 0.00397476 0.00608722 0.00856821 0.00805832 0.00888419 0.0164968
internal_weight=0 2887 2834 2752 2667 1092 1575 489 1086 769 345 1028 959 317 144
internal_count=2973 2887 2834 2752 2667 1092 1575 489 1086 769 345 1028 959 317 144
is_linear=0
shrinkage=0.16829


Tree=6878
num_leaves=33
num_cat=0
split_feature=1 2 12 2 1 2 13 34 1 12 2 12 49 2 4 51 0 12 4 12 130 12 49 13 12 48 4 4 13 13 4 12
split_gain=17.8301 2.7749 3.09647 2.19277 1.42463 1.00727 0.857064 0.855964 0.616646 0.604084 0.448861 0.375729 0.337854 0.339337 0.281392 0.261021 0.252379 0.308612 0.243275 0.209267 0.164887 0.128512 0.127685 0.0976612 0.0869812 0.0864967 0.0834815 0.100279 0.109251 0.0528447 0.0497534 0.0343933
threshold=0.10921500000000002 0.13673000000000005 0.085075000000000026 0.098655000000000007 0.088830000000000006 -1.0000000180025095e-35 -0.14258499999999999 -1.0000000180025095e-35 0.117245 0.086085000000000009 0.25063000000000007 0.090805000000000011 -0.034759999999999992 0.10584500000000001 -0.15764999999999998 -1.0000000180025095e-35 -0.15184499999999998 0.083400000000000016 0.0033150000000000007 0.097145000000000023 0.0084900000000000028 0.09358000000000001 0.090165000000000009 -0.044684999999999996 0.11755500000000001 0.014805 -0.081204999999999986 -0.050244999999999991 -0.074564999999999979 -0.077034999999999978 -0.074729999999999977 0.10253500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 6 -6 -1 -2 -4 12 29 14 -5 -14 -8 -9 -16 -18 26 22 21 -13 23 -11 31 -17 -7 28 -28 -3 -23 -21
right_child=1 10 8 9 5 18 11 15 -10 19 -12 20 13 -15 16 25 17 -19 -20 24 -22 30 -24 -25 -26 -27 27 -29 -30 -31 -32 -33
leaf_value=0.001744956316882376 0.00020323774557523625 0.00027814596027617877 0.0013934377689203126 0.00069265552793381941 0.00075832961562634436 0.0013663714456427722 0.0016076563649559479 0.00083585548386784134 0.00095126091162731714 0.0014124561178495124 -1.5453173212536134e-05 0.0010930424593892196 0.0011901851451951678 0.00085203253006204641 0.0015696546261164657 0.00063445093379113811 0.0011766255979785611 0.001363748196732564 0.0010078376790986748 0.0010595641243095601 0.0013547022622975398 0.0013172995719398122 0.0011045605913394018 0.0012026416490952074 0.00096910865684718178 0.00045178520810568022 0.001042247115037786 0.0012962736657177894 0.0012382522470591481 0.00042391155519409525 0.0011780739178542954 0.0011666165940761968
leaf_weight=59 69 56 57 54 66 54 52 52 89 52 53 96 60 73 58 66 112 829 59 70 96 74 55 53 62 53 58 103 77 57 58 91
leaf_count=59 69 56 57 54 66 54 52 52 89 52 53 96 60 73 58 66 112 829 59 70 96 74 55 53 62 53 58 103 77 57 58 91
internal_value=0 0.000591533 0.000745002 0.00124886 0.00130406 0.00113378 0.00135355 0.000514216 0.00112413 0.00106956 0.000234459 0.00133673 0.000914884 0.00100485 0.00136734 0.000639493 0.00135479 0.00134151 0.00120427 0.00114499 0.00123734 0.00118777 0.00123756 0.00130689 0.00107842 0.000553392 0.00124384 0.00121589 0.0011543 0.000351986 0.00125639 0.00112029
internal_weight=0 552 386 2421 1851 417 1434 240 146 570 166 1375 187 133 1051 171 999 941 351 383 324 228 160 105 223 119 292 238 135 113 132 161
internal_count=2973 552 386 2421 1851 417 1434 240 146 570 166 1375 187 133 1051 171 999 941 351 383 324 228 160 105 223 119 292 238 135 113 132 161
is_linear=0
shrinkage=0.0032998


Tree=6879
num_leaves=18
num_cat=0
split_feature=1 42 1212 131 1213 12 132 34 1213 12 41 12 1213 12 16 42 42
split_gain=0.276233 0.236543 0.114992 0.13185 0.153453 0.174968 0.158853 0.209838 0.147459 0.40607 0.195304 0.116219 0.119061 0.105477 0.100228 0.0811658 0.0602506
threshold=0.13699000000000003 0.09364500000000002 0.085385000000000016 0.098515000000000005 0.084055000000000019 0.087400000000000019 0.082230000000000011 -0.083659999999999998 -0.0021849999999999999 0.085785000000000014 0.078150000000000011 0.088845000000000021 -0.079954999999999984 0.080635000000000012 -0.26194999999999996 -1.0000000180025095e-35 0.085495000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 3 4 6 -6 7 -1 9 -9 -10 12 -4 -8 -2 -5 -13
right_child=1 -3 11 15 5 -7 13 8 10 -11 -12 16 -14 -15 -16 -17 -18
leaf_value=0.018071967234281398 -0.00059677614718628641 -0.0085582550146395559 0.0097139477299533501 0.0057901931149508786 -0.0047390264170458791 0.0075420756383768727 -0.0037080652872340035 -0.0089347496430793802 0.0079924947716594006 0.008044938199204734 0.016965779617652197 0.01001715105573575 0.018809451461643284 0.0058387584638669747 0.0092336676723652842 -0.0014175197322580805 0.003045747606890413
leaf_weight=59 53 55 99 103 61 71 52 54 1696 152 72 82 71 88 65 77 63
leaf_count=59 53 55 99 103 61 71 52 54 1696 152 72 82 71 88 65 77 63
internal_value=0 0.000544867 0.00748545 0.00709925 0.00744226 0.00185311 0.00778094 0.00815888 0.00786168 0.00358523 0.00835894 0.0105264 0.0135232 0.00227996 0.00480307 0.00269691 0.00700059
internal_weight=0 173 2800 2485 2305 132 2173 2033 1974 206 1768 315 170 140 118 180 145
internal_count=2973 173 2800 2485 2305 132 2173 2033 1974 206 1768 315 170 140 118 180 145
is_linear=0
shrinkage=0.16829


Tree=6880
num_leaves=32
num_cat=0
split_feature=1 52 2 12 3 160 12 2 2 376 1 2 150 160 3 3 1 11 1 1212 0 3 3 52 52 52 403 12 42 42 2
split_gain=15.2738 3.72796 1.87168 1.45077 1.15708 0.70004 0.642295 0.54741 0.497635 0.482819 0.47503 0.446527 0.372395 0.402028 0.338173 0.354585 0.244139 0.236295 0.234141 0.169299 0.207404 0.162448 0.127097 0.207801 0.121825 0.163407 0.144415 0.135647 0.118486 0.115833 0.0616926
threshold=0.10342000000000001 -0.41694999999999993 0.14253500000000002 0.088325000000000015 -0.072649999999999978 -0.064339999999999994 0.10344500000000002 0.12414000000000001 -1.0000000180025095e-35 0.076485000000000011 0.090820000000000012 0.090020000000000017 0.083680000000000018 0.051580000000000008 0.097775000000000015 0.057935000000000007 0.14065000000000003 0.074925000000000005 0.10877000000000002 0.041590000000000009 -0.045139999999999993 -0.090889999999999985 -0.078644999999999979 -0.021309999999999996 0.087400000000000019 -0.097599999999999978 0.028520000000000004 0.087605000000000002 0.096935000000000007 0.086745000000000003 0.11917500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 10 -3 -5 9 -7 12 11 17 13 14 15 -6 -4 24 -10 20 21 -13 23 -12 25 -1 29 -27 -23 -26 -20
right_child=1 2 16 6 7 8 -8 -9 18 -11 22 19 -14 -15 -16 -17 -18 -19 30 -21 -22 28 -24 -25 26 27 -28 -29 -30 -31 -32
leaf_value=0.0011514483104528982 0.0012968819703430307 0.00073342561441303857 0.00033150844465934764 0.0011042949809505272 0.0010760682461825072 0.00019824657935391701 0.00066117250538055882 0.00071242394173055888 0.00032300349831758033 0.00077865621504755319 0.0011527482121551792 0.0012758753084651004 0.0008633363941157005 0.001382486299448316 0.00086042437412068749 0.0013618950776758355 3.4162236046465647e-05 0.0014720654351521585 0.00067788127648832071 0.0013278470055114876 0.00092684218810775982 0.0010865701038636837 0.0011705548855151676 0.00088452664394826305 0.0012100392875775141 0.0013387254767290857 0.0013340034489787214 0.0012307784825769949 0.001263907884948088 0.0010388815314444735 0.00052178949841440506
leaf_weight=99 76 100 52 75 206 84 69 53 52 57 55 93 62 64 57 63 72 60 52 53 52 267 73 79 123 375 62 210 52 73 67
leaf_count=99 76 100 52 75 206 84 69 53 52 57 55 93 62 64 57 63 72 60 52 53 52 267 73 79 123 375 62 210 52 73 67
internal_value=0 0.000606613 0.00052235 0.000612536 0.00116406 0.000498992 0.00089221 0.00103358 0.000406919 0.00106695 0.00120653 0.00122688 0.00110323 0.00114128 0.00109382 0.00114314 0.00015914 0.00126786 0.000509219 0.0011474 0.00112671 0.00115186 0.001057 0.000994881 0.00125482 0.00127858 0.00119167 0.00130004 0.00111559 0.00114647 0.000590294
internal_weight=0 699 623 499 2288 355 144 562 255 509 1726 1519 452 390 326 269 124 1002 171 517 464 412 207 134 942 684 258 585 319 196 119
internal_count=2987 699 623 499 2288 355 144 562 255 509 1726 1519 452 390 326 269 124 1002 171 517 464 412 207 134 942 684 258 585 319 196 119
is_linear=0
shrinkage=0.0032998


Tree=6881
num_leaves=24
num_cat=0
split_feature=4 123 4 51 50 15 4 4 0 4 0 1447 0 0 4 4 0 15 0 0 0 0 0
split_gain=18.2926 3.3211 1.4056 1.09945 1.52698 0.827866 0.887498 0.845242 0.618173 0.392406 1.07045 0.339675 0.327226 0.323459 0.578292 0.417985 0.319316 0.211018 0.145315 0.123672 0.1031 0.0954951 0.115855
threshold=0.31392000000000003 0.080635000000000012 -0.069819999999999979 0.08845500000000002 0.086135000000000017 -0.43091499999999999 0.42118000000000005 0.51326500000000019 -0.14164999999999997 -0.47860499999999995 1.0000000180025095e-35 -0.079709999999999989 -0.06612999999999998 -0.11742499999999999 0.0033150000000000007 0.024470000000000002 -0.083914999999999976 -0.086819999999999994 -0.11825999999999999 0.056895000000000008 -0.058589999999999996 -0.088594999999999993 -0.082494999999999985
decision_type=2 2 2 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 11 -5 7 -7 -2 -1 19 21 -4 18 14 -13 16 -15 -6 -3 -10 -17 -11 -23
right_child=5 12 3 4 17 6 -8 -9 9 10 -12 13 -14 15 -16 20 -18 -19 -20 -21 -22 22 -24
leaf_value=0.0020497295476696932 0.0012828532626753099 0.0011411679796481239 0.0018097311810771277 0.0010342019643456738 0.0017145896974927887 0.00082249453156956441 0.00033867106218773253 0.00076867503882782856 0.0019735034191318726 0.0015863340070396384 0.0012578870677366816 0.0011850696100985112 0.0009537817030182518 0.001737168741768183 0.0016041408456433919 0.0015353819189437967 0.0015899326323004974 0.0014303808054339337 0.0013865882244997428 0.0017738421864388699 0.0013662749690905934 0.0017747268282332078 0.0016871974051395145
leaf_weight=61 54 56 85 95 70 96 73 100 67 70 62 58 58 308 98 210 359 52 55 83 54 293 470
leaf_count=61 54 56 85 95 70 96 73 100 67 70 62 58 58 308 98 210 359 52 55 83 54 293 470
internal_value=0 0.00160552 0.00163588 0.00156571 0.00134894 0.000773776 0.000613714 0.0009492 0.00172397 0.00170492 0.00167834 0.00160582 0.00115715 0.00158984 0.00144856 0.00161348 0.00165797 0.00159374 0.00126309 0.00186326 0.00150093 0.00170959 0.00172086
internal_weight=0 2664 2495 1389 217 323 169 154 1106 1045 895 1172 169 1087 156 931 667 122 111 150 264 833 763
internal_count=2987 2664 2495 1389 217 323 169 154 1106 1045 895 1172 169 1087 156 931 667 122 111 150 264 833 763
is_linear=0
shrinkage=0.0032998


Tree=6882
num_leaves=21
num_cat=0
split_feature=1 49 1 0 12 1 12 124 0 51 2 1443 42 1453 457 12 12 11 3 51
split_gain=0.565745 0.372293 0.334478 0.23796 0.206089 0.163439 0.16006 0.227231 0.139793 0.154348 0.188581 0.13226 0.128909 0.122981 0.164915 0.187603 0.18314 0.119192 0.111505 0.0588417
threshold=0.13662500000000002 -0.16404499999999997 0.091395000000000018 -0.195045 1.0000000180025095e-35 0.14787500000000001 -0.0066799999999999993 -0.086009999999999989 -0.040094999999999992 -0.06533499999999999 0.10100500000000003 1.0000000180025095e-35 1.0000000180025095e-35 -0.0087699999999999983 -0.083119999999999986 0.087915000000000007 0.082795000000000021 0.085630000000000026 -0.072649999999999978 -0.010764999999999999
decision_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 -2 7 -5 9 -8 -11 13 -9 -3 19 16 -16 -10 -17 -15
right_child=4 2 3 6 -6 -7 8 12 17 10 -12 -13 -14 14 15 18 -18 -19 -20 -21
leaf_value=0.019821137043912793 0.0068031794027815064 0.0018864817261232706 -0.0042988470648513862 0.008711742512544739 -0.010872339757331715 -0.0054668442003575572 0.012379356657326812 -0.0076242585509565947 0.016133158276067209 0.0060708084867895171 -0.0035798899946549861 0.015969824909691881 0.0027293683351985016 -0.00156418676973572 0.0073344171329034983 0.0082580330374355353 0.012768651547771868 0.0061726352519124866 0.0033878504328185297 0.0061660674316048533
leaf_weight=70 73 81 78 80 53 53 73 70 76 241 75 67 66 55 268 702 521 63 166 56
leaf_count=70 73 81 78 80 53 53 73 70 76 241 75 67 66 55 268 702 521 63 166 56
internal_value=0 0.00768684 0.00737596 0.00453154 -0.00206338 0.00162772 0.00545972 0.00158972 0.0070395 0.005394 0.00377461 0.00859533 -0.00258649 0.00832714 0.0086212 0.00904225 0.0109251 0.0116316 0.00732871 0.00231958
internal_weight=0 2808 2738 822 179 126 744 216 528 389 316 1916 136 1849 1768 1657 789 139 868 111
internal_count=2987 2808 2738 822 179 126 744 216 528 389 316 1916 136 1849 1768 1657 789 139 868 111
is_linear=0
shrinkage=0.16829


Tree=6883
num_leaves=24
num_cat=0
split_feature=4 2 123 4 15 4 4 160 2 2 2 15 13 4 160 50 52 15 15 2 158 52 15
split_gain=12.6082 2.44217 1.62582 1.01188 0.969063 0.717876 0.512923 0.443428 0.43589 0.37213 0.336745 0.327485 0.375882 0.277057 0.267596 0.234868 0.276031 0.645953 0.19224 0.165814 0.144441 0.128526 0.122097
threshold=0.31392000000000003 0.14132000000000003 1.0000000180025095e-35 -0.082619999999999985 -0.43091499999999999 0.44128500000000004 0.51326500000000019 -0.095804999999999987 0.10523 -0.007134999999999999 0.10274500000000002 -0.15300999999999995 -0.017354999999999999 -0.029404999999999997 0.0012900000000000001 0.083090000000000011 -0.088174999999999989 0.079600000000000018 0.025430000000000005 0.092155000000000015 0.11174500000000002 -0.013125 -0.052239999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 22 -2 -1 11 -4 -11 -5 20 -10 21 16 19 -18 -14 -9 -13 -15 -6
right_child=4 -3 9 8 5 -7 -8 15 13 10 -12 12 18 14 -16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.0016210381152418224 0.00095370784098655116 0.00066252767768129747 0.00065992619378770975 0.0014496389609596817 0.00057740639911276772 1.2313479165276983e-05 0.00055287002694156509 0.0015492096905078397 0.0012424073531671785 0.0011849589468553646 0.00081460831613039094 0.0012472710750688471 0.0010591579432582092 0.00079481325628389711 0.0011763447809186635 0.0014887797114527428 0.00093653359119755307 0.0013086061578023512 0.0012136901162567439 0.0013252776635435241 0.0010718632325005233 0.001013152861391976 0.00036009112070087496
leaf_weight=60 54 91 52 64 62 53 100 58 73 55 54 1009 244 59 63 80 64 262 145 110 57 64 54
leaf_count=60 54 91 52 64 62 53 100 58 73 55 54 1009 244 59 63 80 64 262 145 110 57 64 54
internal_value=0 0.00119464 0.00121345 0.00123492 0.000504102 0.000331167 0.000693652 0.00134853 0.00119438 0.000891604 0.00100181 0.00121589 0.00120558 0.00106813 0.000999548 0.00131998 0.00129258 0.00123567 0.00111685 0.0014028 0.00123792 0.000908707 0.000476546
internal_weight=0 2664 2573 2412 323 169 154 634 1778 161 109 1519 1455 259 186 574 494 326 389 168 1066 123 116
internal_count=2987 2664 2573 2412 323 169 154 634 1778 161 109 1519 1455 259 186 574 494 326 389 168 1066 123 116
is_linear=0
shrinkage=0.0032998


Tree=6884
num_leaves=31
num_cat=0
split_feature=1 1 1443 12 52 1 12 47 1 403 16 12 52 151 52 160 52 1 16 132 2 12 1 132 1 39 403 42 42 16
split_gain=0.440572 0.207571 0.208192 0.15787 0.147593 0.21933 0.142975 0.125988 0.11521 0.11022 0.1606 0.112534 0.145595 0.135692 0.141164 0.123218 0.100933 0.118583 0.0992312 0.105754 0.11742 0.0909777 0.0766236 0.0765601 0.0695167 0.0643714 0.0568695 0.0424516 0.028645 0.00380173
threshold=0.13662500000000002 0.091345000000000023 1.0000000180025095e-35 0.089085000000000011 -0.055844999999999992 0.10721500000000002 1.0000000180025095e-35 0.09252500000000001 0.14787500000000001 -0.074859999999999982 -0.0062949999999999994 0.087805000000000008 0.10460500000000002 -0.0060399999999999994 -0.06717999999999999 -0.085684999999999983 -0.080219999999999986 0.10257000000000001 -0.091354999999999978 -0.083174999999999985 0.083815000000000014 0.088930000000000023 0.10296000000000001 -0.080714999999999981 0.11239500000000001 0.087690000000000004 0.089450000000000016 0.087355000000000002 0.095565000000000011 -0.44388499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 -6 8 22 -2 10 18 12 13 15 -15 -11 17 -3 -1 -20 -21 27 28 -23 -24 29 -25 -13 -5 -7
right_child=6 3 -4 7 5 25 -8 -9 -10 11 -12 21 -14 14 -16 -17 -18 -19 19 20 -22 23 24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.014532110650716924 0.0060556559598622661 0.0096319278724127499 0.01737423403618589 0.0050230674409740775 -0.0062564066763021783 0.0053673751842745164 -0.008702382196300958 0.002150922828292671 -0.0042429433300996662 -0.0012252676603878691 0.018039109624032101 0.004214900970461938 0.0012549514586919263 0.0068273832479496767 0.013189180897398454 0.008312694343658009 0.012245741105956135 0.00036037169926314306 0.014285776177625328 0.011861477202370825 0.0041531803140611809 0.00060903565984147211 0.016193577758280158 0.0061730951858747826 0.0082526584481157194 -0.0003877763632787067 0.010493150055625993 -0.0022932064541844512 0.0096271000563888133 0.0076122036640452707
leaf_weight=73 73 65 68 98 93 52 53 92 53 53 63 62 69 151 294 136 58 99 57 78 203 58 67 417 61 60 111 52 66 52
leaf_count=73 73 65 68 98 93 52 53 92 53 53 63 62 69 151 294 136 58 99 57 78 203 58 67 417 61 60 111 52 66 52
internal_value=0 0.00723941 0.00820471 0.00506179 0.00301759 0.000264705 -0.00136335 0.00760704 0.00170945 0.00787156 0.0100993 0.00711763 0.00862635 0.00942577 0.0110345 0.00562852 0.00619639 0.00404603 0.00887789 0.0076514 0.00629924 0.00559988 0.00931994 0.00644682 0.0124233 0.00397361 0.00708469 0.00123053 0.00688686 0.00650706
internal_weight=0 2808 1945 863 479 257 179 384 126 1877 474 1403 703 634 445 189 222 164 411 338 281 700 292 586 128 164 528 114 164 104
internal_count=2987 2808 1945 863 479 257 179 384 126 1877 474 1403 703 634 445 189 222 164 411 338 281 700 292 586 128 164 528 114 164 104
is_linear=0
shrinkage=0.16829


Tree=6885
num_leaves=18
num_cat=0
split_feature=9 0 39 44 133 0 4 160 16 157 14 0 16 4 0 132 4
split_gain=0.272638 0.411279 0.26156 0.300399 0.195492 0.17761 0.211041 0.156595 0.153729 0.205681 0.147073 0.129274 0.170652 0.0850509 0.122818 0.0602703 0.053795
threshold=-1.0000000180025095e-35 -0.068189999999999987 0.11592000000000001 1.0000000180025095e-35 -0.45791499999999996 -0.037444999999999992 0.27258000000000004 -0.0048599999999999989 0.014185000000000001 -0.081889999999999991 0.064610000000000015 0.024295000000000001 0.15273500000000004 0.41248000000000007 -0.11471499999999998 -0.004559999999999999 -0.40515499999999993
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 15 6 8 16 10 -10 -6 -9 -13 -8 -15 -2 -7
right_child=2 -3 -4 -5 5 7 13 11 9 -11 -12 12 -14 14 -16 -17 -18
leaf_value=0.0078001404391633894 0.0091508140084277569 -0.013257288785143359 -0.0042695488639568407 0.018920119184944999 0.0061809576312725776 0.018419412684310854 -0.0054014174504925074 0.014117749565955288 -0.0066629048197329489 0.0043607951709510239 0.01387231361656664 -0.0021460648446562989 0.0089560486700645363 -0.0018580951521737466 0.0080992080229438587 0.017249320018881791 0.010810464421628342
leaf_weight=53 54 52 67 53 1641 56 57 53 55 368 74 65 98 84 60 53 53
leaf_count=53 54 52 67 53 1641 56 57 53 55 368 74 65 98 84 60 53 53
internal_value=0 -0.00261119 0.00610679 0.00635361 0.00611261 0.00582811 0.00531415 0.00952146 0.00580431 0.00292321 0.00651388 0.00688166 0.0045178 9.1535e-05 0.00227831 0.013179 0.0147361
internal_weight=0 105 2891 2824 2771 2664 2339 325 2138 423 1715 216 163 201 144 107 109
internal_count=2996 105 2891 2824 2771 2664 2339 325 2138 423 1715 216 163 201 144 107 109
is_linear=0
shrinkage=0.16829


Tree=6886
num_leaves=14
num_cat=0
split_feature=3 9 3 9 133 40 12 43 12 15 3 133 12
split_gain=0.267581 0.290245 0.220051 0.180066 0.150904 0.139287 0.112622 0.171185 0.183382 0.117417 0.0769752 0.0735158 0.0527545
threshold=0.31351000000000001 0.089645000000000016 0.41720500000000005 -1.0000000180025095e-35 -0.45791499999999996 0.0023950000000000004 0.098355000000000012 -0.14724999999999996 0.085425000000000015 0.089715000000000003 -0.11151499999999999 0.14652500000000004 0.09091500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 12 6 7 8 -6 -9 -8 -12 -5
right_child=2 -3 -4 4 5 -7 10 9 -10 -11 11 -13 -14
leaf_value=-0.0024820402368975927 -0.010411126983697262 0.017160029480695446 0.0039977104983825269 0.0076634682834634191 0.018436532326821645 -0.0037017422912379049 0.0069378374275267732 0.0045652577619961021 0.0057309479375633569 0.0078649829569809003 -0.00032765158854070482 0.0053239869565127442 0.015241329350653494
leaf_weight=90 58 56 62 55 59 52 87 1657 72 377 228 91 52
leaf_count=90 58 56 62 55 59 52 87 1657 72 377 228 91 52
internal_value=0 0.00515007 -0.00295159 0.00491094 0.00515532 0.0049014 0.00507611 0.00555912 0.011467 0.00517774 0.00249599 0.00127894 0.011363
internal_weight=0 2876 120 2820 2730 2623 2571 2165 131 2034 406 319 107
internal_count=2996 2876 120 2820 2730 2623 2571 2165 131 2034 406 319 107
is_linear=0
shrinkage=0.16829


Tree=6887
num_leaves=15
num_cat=0
split_feature=1 9 34 1456 14 4 457 0 123 159 13 0 42 15
split_gain=0.228798 0.248741 0.23991 0.134356 0.203723 0.135494 0.187988 0.145825 0.13678 0.131483 0.0998786 0.121095 0.130215 0.0470415
threshold=0.12000500000000001 0.08542000000000001 -0.027829999999999997 0.08814000000000001 -0.10523499999999998 0.27258000000000004 0.097740000000000007 -0.16926499999999997 0.084845000000000018 -0.023859999999999996 -0.099244999999999986 -0.037444999999999992 0.095935000000000006 -0.11739999999999999
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 -6 -9 -5 -4 12 -12 -7
right_child=2 -3 10 9 5 13 -8 8 -10 -11 11 -13 -14 -15
leaf_value=0.014509663131299356 -0.010361225862166052 0.015553914253606461 -0.0024199160247765652 -0.007493265902635147 0.012848639910219933 -0.0046751925501953033 -0.0048384018224207764 0.0043721908860765088 0.011846938099696955 0.0044085797371687897 0.0055717916216078845 0.010870391579203638 -0.0050736597966229702 0.0019380240862392701
leaf_weight=57 54 57 101 53 63 57 58 2116 72 52 84 54 53 65
leaf_count=57 54 57 101 53 63 57 58 2116 72 52 84 54 53 65
internal_value=0 0.0045449 -5.14163e-05 0.0043022 0.00455125 0.00431701 0.00460596 0.00485011 0.00461898 -0.00158191 0.00184904 0.00411585 0.00144036 -0.00113703
internal_weight=0 2650 346 2593 2488 2431 2309 2251 2188 105 292 191 137 122
internal_count=2996 2650 346 2593 2488 2431 2309 2251 2188 105 292 191 137 122
is_linear=0
shrinkage=0.16829


Tree=6888
num_leaves=26
num_cat=0
split_feature=1 1 12 39 1 4 11 2 4 12 4 52 52 123 13 11 12 49 130 2 12 4 133 13 2
split_gain=16.392 2.93324 2.60026 1.90777 1.09506 0.785878 0.642301 0.554743 0.572109 0.513082 0.374331 0.309589 0.339962 0.283291 0.287984 0.207213 0.205372 0.191982 0.162036 0.146496 0.143377 0.0876756 0.0843168 0.0744611 0.0707559
threshold=0.10398500000000001 0.13276500000000002 0.085075000000000026 0.0047850000000000011 0.088035000000000016 0.24099500000000004 1.0000000180025095e-35 0.16730000000000003 0.27998000000000006 0.098180000000000003 -0.039279999999999995 -0.065394999999999995 -0.084674999999999986 0.085705000000000017 -0.0042049999999999995 0.081130000000000022 0.098845000000000016 0.10322500000000003 0.096375000000000016 0.11203000000000002 0.089135000000000006 0.016670000000000001 -0.040589999999999994 -0.077034999999999978 0.10060500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 -5 6 9 8 -3 11 -4 12 20 14 -2 -8 -12 22 21 -16 -1 -13 -11 -10 -24
right_child=1 7 10 4 -6 -7 15 -9 23 17 16 18 -14 -15 19 -17 -18 -19 -20 -21 -22 -23 24 -25 -26
leaf_value=0.00092927551890981076 0.00017859465627209045 0.00037074763619868352 0.0010084444761485928 0.00078376912670610375 0.00018521629352846438 0.0005734403987972496 0.0013048030424420059 -0.00026122265120335819 -0.0001188737353585639 0.00070351809133734815 0.00081347621099856697 0.0009363829318636684 0.00060035489079926236 7.6332086059718082e-05 0.00055053773366547899 0.001036026687181429 0.00054293278969379884 0.00060265748948339732 0.0011327867927034174 0.0003181092948898697 0.00078233635621923294 0.0010340186628804702 0.00091550682841060093 5.1058564563914794e-05 0.00078260760376094591
leaf_weight=253 90 57 52 71 63 74 53 63 57 56 60 1075 53 69 56 83 65 56 55 65 107 119 101 55 88
leaf_count=253 90 57 52 71 63 74 53 63 57 56 60 1075 53 69 56 83 65 56 55 65 107 119 101 55 88
internal_value=0 0.000305233 0.000458638 0.000885335 0.000502623 0.00090892 0.00092073 2.89991e-06 0.000101568 0.000905449 0.000771801 0.000928264 0.000849167 0.000260548 0.000320622 0.00114103 0.000673075 0.000779359 0.00095439 0.000425971 0.0008857 0.000946143 0.000819605 -3.51103e-05 0.000853814
internal_weight=0 689 457 2307 134 2173 2099 232 169 1963 177 1662 413 280 211 136 125 301 1249 121 360 1194 245 112 189
internal_count=2996 689 457 2307 134 2173 2099 232 169 1963 177 1662 413 280 211 136 125 301 1249 121 360 1194 245 112 189
is_linear=0
shrinkage=0.0032998


Tree=6889
num_leaves=17
num_cat=0
split_feature=4 4 11 13 34 4 4 1375 13 130 15 51 40 4 15 13
split_gain=0.14933 0.203989 0.19791 0.19654 0.142678 0.138584 0.237698 0.117849 0.116973 0.108965 0.159787 0.104139 0.0848675 0.0486336 0.112315 0.0395349
threshold=0.27258000000000004 0.40441500000000002 1.0000000180025095e-35 0.085955000000000018 -0.08330499999999999 -0.47860499999999995 -0.10701499999999999 -0.10702499999999998 -1.0000000180025095e-35 -0.098119999999999985 0.12341000000000001 -0.063299999999999981 -0.073884999999999992 0.5567700000000001 -0.40992999999999996 -0.14545999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 15 -1 -6 8 -8 -7 -9 -11 -3 -13 14 -14 -4
right_child=1 11 3 -5 5 6 7 9 -10 10 -12 12 13 -15 -16 -17
leaf_value=-0.0046050360474489994 -0.0090623769917851354 -0.0040839574983751953 0.010955534597000476 0.0029243475493950068 0.011025746231617485 -0.0089592029968933277 -0.002994093746938189 -0.0022756835251465254 0.0016664208476526552 0.0044197501734795624 0.012450746021776119 -0.0015062770632234773 0.013373830331825256 0.0013609794974212314 0.0033435024169501198 0.017424647946856914
leaf_weight=54 52 58 58 75 80 57 61 65 60 1998 73 63 53 55 80 54
leaf_count=54 52 58 58 75 80 57 61 65 60 1998 73 63 53 55 80 54
internal_value=0 0.000682388 0.00433813 0.00962177 0.00393379 0.00412714 0.00388787 0.00428184 -0.00349481 0.00449047 0.0047037 0.0023281 0.00381693 0.00561032 0.00735406 0.0140906
internal_weight=0 361 2635 187 2448 2394 2314 2197 117 2136 2071 309 251 188 133 112
internal_count=2996 361 2635 187 2448 2394 2314 2197 117 2136 2071 309 251 188 133 112
is_linear=0
shrinkage=0.16829


Tree=6890
num_leaves=17
num_cat=0
split_feature=121 11 41 12 15 1 1212 1 1209 43 1 16 399 43 13 43
split_gain=0.282343 0.252911 0.237628 0.235638 0.268631 0.25966 0.249558 0.179027 0.142774 0.120877 0.0932004 0.114573 0.0718248 0.06918 0.11723 0.0985186
threshold=-0.072979999999999975 0.091055000000000011 0.07677500000000001 0.086655000000000024 -0.46772999999999992 0.10152500000000002 0.087685000000000013 0.084675000000000014 -0.073934999999999987 0.00042000000000000007 0.13991000000000003 0.022165000000000004 0.088045000000000012 -0.0093249999999999982 0.032645000000000007 0.058415000000000009
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 9 -4 -5 -6 11 -7 13 14 -10 -15
right_child=1 -3 7 8 5 10 -8 -9 12 -11 -12 -13 -14 15 -16 -17
leaf_value=0.016032334704627994 0.010904197393091859 -0.0057523150406080673 0.0048904801121539502 -0.0027575517029624591 0.0041815852324543282 -0.0034059741978585195 -0.0079318077320749067 0.016915627847368275 0.006721083052597188 -0.0033455400825998026 -0.0086162387611933393 0.0045172706665644212 0.0097732239322921941 0.0008545983975482617 0.0014909902018732538 0.005841015195899738
leaf_weight=52 84 81 76 66 685 214 58 66 699 66 64 68 93 238 148 214
leaf_count=52 84 81 76 66 685 214 58 66 699 66 64 68 93 238 148 214
internal_value=0 0.00351126 0.0037762 0.00342192 0.00171328 0.00104329 0.00269461 0.0104923 0.00487269 0.00351769 -0.00281255 -0.00148903 0.00523576 0.00490952 0.00580933 0.0032194
internal_weight=0 2920 2839 2697 1239 1155 809 142 1458 751 346 282 1392 1299 847 452
internal_count=2972 2920 2839 2697 1239 1155 809 142 1458 751 346 282 1392 1299 847 452
is_linear=0
shrinkage=0.16829


Tree=6891
num_leaves=17
num_cat=0
split_feature=3 159 4 4 160 1453 156 156 41 9 160 159 42 49 0 4
split_gain=0.199172 0.244371 0.177018 0.185601 0.150802 0.139714 0.0926421 0.14102 0.124376 0.140921 0.113857 0.106305 0.0817694 0.0881694 0.068025 0.0566221
threshold=0.10021000000000001 0.09858500000000002 -0.064209999999999989 0.056815000000000011 -0.54913999999999985 -0.080524999999999985 0.083125000000000018 0.096585000000000018 0.088645000000000015 0.088395000000000015 -0.087309999999999985 0.086140000000000008 0.14527500000000002 -0.081404999999999991 -0.074309999999999973 0.41377500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 -6 8 10 9 12 -8 -12 13 -7 -9 -5
right_child=1 -3 3 15 5 6 7 14 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=0.011578399811386145 0.0045366327609802932 0.0088348342173180782 -0.014439683932633061 0.0012321659710425945 0.011539218163281607 -0.0014933165675971446 0.002264025740437374 -0.0029716141555811795 -0.0043600575991516498 0.01165752820882985 0.015435469620666461 0.0060369422717947048 0.009315237232072426 0.0029043042535297011 0.0044728575819007995 -0.0059221712825792226
leaf_weight=65 59 57 53 59 58 138 56 53 67 52 78 62 53 1896 100 66
leaf_count=65 59 57 53 59 58 138 56 53 67 52 78 62 53 1896 100 66
internal_value=0 -0.00104976 -0.00343465 -0.0060869 0.0035601 0.00335995 0.00317357 0.00572615 0.00276893 0.00299307 0.00871753 0.0112861 0.00277633 0.00260506 0.00188231 -0.00253095
internal_weight=0 294 237 178 2678 2613 2555 349 2206 2139 196 140 2087 2034 153 125
internal_count=2972 294 237 178 2678 2613 2555 349 2206 2139 196 140 2087 2034 153 125
is_linear=0
shrinkage=0.16829


Tree=6892
num_leaves=20
num_cat=0
split_feature=2 13 4 133 2 3 1455 13 2 2 1446 2 1 1 156 3 4 2 12
split_gain=0.180048 0.1966 0.157982 0.127987 0.113518 0.110033 0.158844 0.174275 0.14614 0.12707 0.120611 0.109053 0.114814 0.156654 0.104582 0.0978227 0.0640831 0.0518756 0.0249104
threshold=0.10362500000000001 -0.15941999999999998 -0.010574999999999999 0.024055000000000003 0.11504500000000002 0.097775000000000015 0.084305000000000005 -0.081879999999999994 -0.14339499999999997 -0.046074999999999991 0.094620000000000024 0.14808000000000002 0.11617500000000001 0.09258000000000001 0.086240000000000011 -0.10175499999999998 -0.06347499999999999 0.11426500000000002 0.094730000000000023
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 15 11 -5 6 8 -8 -3 -10 14 12 13 -4 -11 -2 -17 -15 -18
right_child=2 5 3 4 -6 -7 7 -9 9 10 -12 -13 -14 17 -16 16 18 -19 -20
leaf_value=0.012691290606578788 -0.0012165009090393409 -0.0052515679210841139 0.0022808186753078942 -0.0027439562421272953 0.0064596353853624026 -0.0042791819330687793 0.015627950101453798 0.0023392450429135601 0.011155989337013106 0.0022306906432667168 0.010308052119396317 -0.0096164721448333008 0.0029027599205051222 -0.0046829913080730081 0.0062550452144082133 0.002049811953984152 0.0056914350425321366 -0.012277761343608267 0.010937698511920835
leaf_weight=62 83 60 60 67 87 56 60 53 55 1615 61 65 91 52 207 79 52 52 55
leaf_count=62 83 60 60 67 87 56 60 53 55 1615 61 65 91 52 207 79 52 52 55
internal_value=0 0.00333814 0.000310373 -0.00153563 0.00244381 0.0030697 0.0032655 0.00941109 0.00291703 0.00317086 0.00293667 -0.00345634 -0.00187907 -0.00454335 0.00268889 0.00356985 0.00571536 -0.00849765 0.0084049
internal_weight=0 2229 743 474 154 2167 2111 113 1998 1938 1883 320 255 164 1822 269 186 104 107
internal_count=2972 2229 743 474 154 2167 2111 113 1998 1938 1883 320 255 164 1822 269 186 104 107
is_linear=0
shrinkage=0.16829


Tree=6893
num_leaves=30
num_cat=0
split_feature=3 4 4 376 2 2 11 2 457 4 4 2 15 2 43 403 2 51 131 43 0 132 51 11 15 457 2 4 132
split_gain=13.789 3.9726 2.49504 2.18539 2.37957 1.51036 1.0987 0.723154 0.615184 0.68379 1.07048 0.329762 0.327444 0.301014 0.26412 0.23364 0.216106 0.315505 0.197973 0.29221 0.19307 0.166365 0.194406 0.147074 0.191127 0.145186 0.138173 0.103927 0.0686973
threshold=-0.039864999999999991 0.31392000000000003 0.31392000000000003 0.076485000000000011 0.11203000000000002 0.097005000000000022 0.07585500000000002 0.13913500000000004 0.048350000000000011 -0.000195 -0.15615999999999999 0.14132000000000003 -0.46188999999999997 0.13154000000000002 0.054875000000000007 -1.0000000180025095e-35 0.083885000000000015 -0.092104999999999979 0.08518000000000002 -0.017474999999999997 -0.097604999999999983 -0.014634999999999999 -0.085564999999999988 0.085990000000000011 -0.028079999999999997 0.072090000000000015 0.086305000000000007 -0.021269999999999997 -0.085699999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 8 6 16 12 9 10 -2 -6 -3 14 15 -7 17 -1 19 -19 -18 28 -23 24 -17 -5 -11 -20 -22
right_child=1 7 -4 25 11 13 -8 -9 -10 26 -12 -13 -14 -15 -16 23 20 18 27 -21 21 22 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0013406951356840578 0.0016548783786099154 0.00098064968079467595 0.0010553153552326445 0.00066522260224812803 0.0010790690786801616 0.0013408401776655186 0.0020081307999038631 0.00041386450856501351 0.001152845804702421 0.0018473120305541996 0.0010860659283920679 0.00073865026820907104 0.00066228743897094348 0.0012002020035605417 0.0012934472494624003 0.0015315791513803932 0.0014827329810041701 0.0014095535467271503 0.0017659428125818767 0.0016225471733393897 0.0017092810935033773 0.0018294417969418335 0.0016386694104964018 0.0014009517198159962 0.001761726456500362 0.00091376102489086305 0.0016056557201503095 0.0016052246377680382 0.0018801991802800256
leaf_weight=57 78 71 95 54 78 73 89 72 55 60 68 53 72 54 80 139 66 108 101 221 63 67 730 55 59 52 52 93 57
leaf_count=57 78 71 95 54 78 73 89 72 55 60 68 53 72 54 80 139 66 108 101 221 63 67 730 55 59 52 52 93 57
internal_value=0 0.00106526 0.00157953 0.00121401 0.00131576 0.0016031 0.0016498 0.000684556 0.00147225 0.0015402 0.00139019 0.000941611 0.000820602 0.00143528 0.00146646 0.00150881 0.00162938 0.00157762 0.00160338 0.00155274 0.00165988 0.00167259 0.00165475 0.00155713 0.00160034 0.000787479 0.00173543 0.00168908 0.00179076
internal_weight=0 765 2207 550 444 2112 1652 215 313 258 146 131 143 460 406 326 1563 580 523 329 983 917 797 253 198 106 112 194 120
internal_count=2972 765 2207 550 444 2112 1652 215 313 258 146 131 143 460 406 326 1563 580 523 329 983 917 797 253 198 106 112 194 120
is_linear=0
shrinkage=0.0032998


Tree=6894
num_leaves=19
num_cat=0
split_feature=121 475 474 2 12 52 12 10 1 2 12 1 0 12 2 159 13 13
split_gain=0.16366 0.174361 0.174465 0.145835 0.165044 0.124436 0.157808 0.141855 0.132706 0.129438 0.12721 0.224024 0.146076 0.0982089 0.0751242 0.129008 0.0799055 0.0700652
threshold=-0.072979999999999975 -0.086279999999999982 0.083260000000000015 0.14073000000000005 -0.098524999999999988 0.086555000000000007 0.10508500000000001 -0.010699999999999999 0.080320000000000016 0.10393500000000001 0.086365000000000011 0.080125000000000016 -0.085674999999999987 0.11498000000000001 0.084535000000000013 -0.041644999999999995 -0.013049999999999997 -0.089024999999999979
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 -3 6 7 -6 -9 13 11 12 -7 -8 15 -12 -16 -5
right_child=1 3 -4 17 5 10 9 8 -10 -11 14 -13 -14 -15 16 -17 -18 -19
leaf_value=0.012679030811990578 0.0039237574688438656 0.010880199478085889 0.015902491571418504 -0.0067218310215635844 0.010592916735012798 0.001402473595285032 -0.0047162148163976958 0.0038102054224937515 0.00068087955263162689 -0.0097260577115296891 0.0050097590949278719 0.0081578048452817364 -0.0098407185668732342 0.005574755800111345 0.0069399637568118722 0.016095109020371631 0.0023412425275644131 0.0006184318836562195
leaf_weight=52 84 76 59 59 61 85 52 801 740 53 71 83 53 53 253 52 188 97
leaf_count=52 84 76 59 59 61 85 52 801 740 53 71 83 53 53 253 52 188 97
internal_value=0 0.00314191 0.0088786 0.00284586 0.00314367 0.00291193 0.00212416 0.00262521 0.00230865 -0.0029447 0.00467585 0.00124321 -0.00290255 0.000461165 0.00601772 0.00971086 0.00498359 -0.00214618
internal_weight=0 2920 143 2777 2621 2545 1760 1602 1541 158 785 221 138 105 564 123 441 156
internal_count=2972 2920 143 2777 2621 2545 1760 1602 1541 158 785 221 138 105 564 123 441 156
is_linear=0
shrinkage=0.16829


Tree=6895
num_leaves=26
num_cat=0
split_feature=3 1 3 3 2 49 14 41 475 3 2 1 156 0 0 3 12 1446 3 0 12 484 1 0 0
split_gain=9.25199 3.66453 1.37916 1.30374 1.17207 0.61249 0.539937 0.643486 0.413353 0.386962 0.290312 0.323795 0.353541 0.278805 0.272637 0.256032 0.211737 0.182731 0.178659 0.168744 0.16169 0.159655 0.157866 0.0893354 0.105039
threshold=-0.049204999999999992 0.10123500000000001 0.3148450000000001 0.085880000000000012 0.12068000000000001 -1.0000000180025095e-35 0.05884000000000001 0.077915000000000012 -0.012204999999999999 -0.0031199999999999995 0.091235000000000024 0.09215000000000001 0.086860000000000007 0.11737000000000002 -0.11214999999999999 -0.091034999999999991 0.089085000000000011 0.083705000000000016 -0.0013299999999999998 -0.22163999999999998 0.092010000000000022 0.084950000000000012 0.12220000000000002 -0.082634999999999986 -0.064994999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 9 6 -2 7 10 -7 22 11 12 17 16 -10 -6 -12 -1 -16 -5 -18 -14 -3 -13 -25
right_child=1 2 -4 19 15 8 -8 -9 14 -11 13 23 21 -15 18 -17 20 -19 -20 -21 -22 -23 -24 24 -26
leaf_value=0.001103634765153643 0.00065141617301751301 0.00034719869422569273 5.9854951356089054e-05 0.00060193493771342355 0.00053823552315421578 0.00069949908429393925 0.00132902363775416 0.000709112531252407 0.0012111571874667802 0.00013014042253131752 0.00081079786051542501 0.00086537400056378906 0.0010438357939456773 0.0011696599162529919 0.001065961710218217 0.00084950453453501494 0.0011381277792623849 0.0012396970838644298 0.0008090002638614772 0.00083494628846166887 0.00095627123835259598 0.00078736831208493655 0.00056977339109447406 0.0010650124129707283 0.00090992803430141897
leaf_weight=796 99 88 94 56 54 52 72 64 64 65 94 67 58 77 63 64 67 130 59 92 318 52 59 137 80
leaf_count=796 99 88 94 56 54 52 72 64 64 65 94 67 58 77 63 64 67 130 59 92 318 52 59 137 80
internal_value=0 0.000609856 0.000416201 0.000509149 0.00102791 0.00087064 0.00104669 0.0010362 0.000961682 0.000342923 0.00104734 0.00107427 0.00110159 0.000983333 0.00103479 0.000707358 0.000953307 0.00112277 0.000941982 0.000747018 0.000988011 0.000922917 0.000436771 0.000974477 0.001008
internal_weight=0 791 454 360 2130 337 2012 1940 238 212 1876 1320 1036 556 186 118 479 926 122 148 385 110 147 284 217
internal_count=2921 791 454 360 2130 337 2012 1940 238 212 1876 1320 1036 556 186 118 479 926 122 148 385 110 147 284 217
is_linear=0
shrinkage=0.0032998


Tree=6896
num_leaves=24
num_cat=0
split_feature=1 3 124 150 3 15 3 3 16 0 16 3 1 16 1 0 3 13 42 13 15 16 16
split_gain=20.219 3.28041 2.9504 1.90468 1.25749 1.0137 1.00464 0.776688 0.694703 0.509856 1.80765 0.448028 0.381643 0.804251 0.374003 0.278766 0.293525 0.269444 0.256259 0.320716 0.2123 0.194354 0.00529696
threshold=0.10921500000000002 -0.049204999999999992 -0.080564999999999984 0.10784500000000001 0.3148450000000001 -0.14465499999999995 0.090170000000000014 -0.066789999999999974 0.26411500000000004 -0.061204999999999989 0.08215500000000002 -0.12711499999999995 1.0000000180025095e-35 -0.00040499999999999992 0.078320000000000015 -0.10594499999999998 -0.082234999999999989 -0.014114999999999997 -0.048604999999999988 -0.062109999999999992 0.080895000000000009 -0.075724999999999987 -0.084294999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 7 6 -2 17 9 -7 11 -11 20 18 21 -12 -13 -17 -3 -9 -20 -4 -14 -8
right_child=1 4 3 -5 -6 8 22 12 -10 10 14 15 13 -15 -16 16 -18 -19 19 -21 -22 -23 -24
leaf_value=0.00082512263197825517 0.0006360239827182529 0.00057070062459687069 0.0015211551479279847 0.00095839790050847101 0.00016434016199462758 0.00097320105228247689 0.00089428520017514608 0.0013454285967608554 0.0014503405977047889 0.00076441833453973771 0.0013134210079151836 0.0012360513511745531 0.0010523234214242661 0.0016139152953223959 0.0016761795014928053 0.0015080103968180996 0.0014109345017933885 0.00030174548252146773 0.0012389411108657262 0.000888660198143669 0.0018200830851087119 0.001331703845488211 0.00082714706870705857
leaf_weight=101 52 89 52 101 94 78 52 66 59 52 63 62 54 94 64 806 619 76 66 52 57 59 53
leaf_count=101 52 89 52 101 94 78 52 66 59 52 63 62 54 94 64 806 619 76 66 52 57 59 53
internal_value=0 0.000676879 0.0013778 0.0014024 0.000493559 0.00102975 0.000608046 0.00142309 0.00117894 0.00145258 0.00128403 0.00147146 0.00128915 0.00138732 0.00149651 0.00145631 0.00146587 0.000447032 0.00117853 0.00108488 0.0016778 0.00119851 0.000860732
internal_weight=0 553 2368 2267 364 189 270 2166 137 1775 179 1596 391 207 127 1487 1425 165 184 118 109 113 105
internal_count=2921 553 2368 2267 364 189 270 2166 137 1775 179 1596 391 207 127 1487 1425 165 184 118 109 113 105
is_linear=0
shrinkage=0.0032998


Tree=6897
num_leaves=29
num_cat=0
split_feature=30 4 0 402 402 403 49 3 1 2 4 42 51 156 0 51 3 16 51 49 42 0 3 42 159 42 4 16
split_gain=0.2936 0.19447 0.152594 0.1612 0.355223 0.159428 0.149531 0.247451 0.718755 0.186835 0.197379 0.171018 0.143684 0.14821 0.134274 0.153997 0.127796 0.127148 0.115089 0.114905 0.0883376 0.081873 0.107648 0.0800954 0.0763751 0.0889906 0.0866755 0.0413441
threshold=0.085915000000000019 -0.068809999999999996 -0.13955999999999996 0.095250000000000015 0.036770000000000004 -0.012634999999999999 0.036605000000000006 0.088880000000000015 0.10423500000000001 0.090835000000000013 0.070065000000000016 0.083685000000000009 -0.014634999999999999 0.087455000000000019 -0.087809999999999985 -0.091829999999999981 -0.14088999999999999 -0.116045 0.10218000000000001 -0.080539999999999987 -0.004089999999999999 -0.084544999999999995 0.090170000000000014 -0.071309999999999985 -0.017619999999999997 0.087970000000000007 0.052250000000000012 0.0077850000000000011
decision_type=2 2 2 2 2 2 2 2 2 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 9 -9 10 12 21 13 -3 -4 -16 -17 -10 20 -14 -11 22 23 -8 -13 -26 -27 -22
right_child=-2 6 3 5 -6 -7 11 8 17 18 -12 24 19 -15 15 16 -18 -19 -20 -21 27 -23 -24 -25 25 26 -28 -29
leaf_value=0.013289247500423759 -0.006586242822677682 -0.0057359308112084548 -0.002303178459926036 0.017952289999860597 -0.0084841909620068223 0.0058397839527989815 0.0074480611282705901 -0.020014578226372131 0.0070610012669583095 -0.0050938987496784664 0.011801471756237476 0.0065929493421290784 -0.0016474038895306384 0.0052945905671913252 -0.00086148461112930464 0.013310880500931094 0.0058556275257247853 -0.0027857951293676847 0.0076397438001079461 0.006839054074805625 0.0020155513698359999 0.012258723283402124 0.012266005538515977 -0.00041569696366643909 -0.0047186234023770127 0.0078570442838391628 -0.0017919694993465808 -0.002590205430655277
leaf_weight=70 77 81 62 52 57 77 75 55 80 100 97 69 54 60 87 73 642 69 52 267 200 87 57 71 69 53 52 76
leaf_count=70 77 81 62 52 57 77 75 55 80 100 97 69 54 60 87 73 642 69 52 267 200 87 57 71 69 53 52 76
internal_value=0 0.00393695 0.00566508 0.00515509 0.00437141 0.0107363 0.00281322 0.00176244 -0.00356932 0.00286627 0.00489244 0.00515784 0.00343796 -0.00102935 0.0052216 0.00580556 0.00661931 0.00248902 0.000215736 0.00540583 -0.000806211 0.00791917 0.0060505 0.0036116 0.00185503 -1.34717e-05 0.00306137 0.00074079
internal_weight=0 2844 1120 1050 921 129 1724 1191 204 987 559 533 462 141 864 802 715 149 428 321 376 290 203 146 243 174 105 276
internal_count=2921 2844 1120 1050 921 129 1724 1191 204 987 559 533 462 141 864 802 715 149 428 321 376 290 203 146 243 174 105 276
is_linear=0
shrinkage=0.16829


Tree=6898
num_leaves=23
num_cat=0
split_feature=124 13 1213 403 3 160 2 52 52 3 14 402 16 1447 401 131 51 156 12 2 160 123
split_gain=0.23172 0.169221 0.168103 0.183706 0.129609 0.122442 0.200756 0.187171 0.189731 0.229781 0.196037 0.120248 0.119055 0.117941 0.101959 0.100922 0.164253 0.0972815 0.056219 0.0535064 0.0502721 0.0112329
threshold=-0.077084999999999987 -0.007069999999999999 -0.082144999999999982 -0.083219999999999975 -0.010434999999999998 0.087570000000000023 0.10979000000000001 -0.53473999999999988 -0.062309999999999997 -0.10690999999999999 -0.073149999999999979 -0.024234999999999996 0.070590000000000014 -0.079709999999999989 0.092675000000000021 0.078355000000000022 -0.14644999999999997 0.11837500000000002 0.090600000000000014 0.08511500000000001 0.10488000000000001 0.085360000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 7 12 17 9 -9 -10 18 20 -13 19 16 -11 -4 -12 -5 -7 -6
right_child=2 -3 5 14 21 6 -8 8 10 15 11 13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0072946104492158928 0.014686725412035801 -0.010330364881847114 0.011853196607077577 -0.0024600251227455527 -0.0010845448857552866 0.0099446877472441197 0.015474949859670482 -0.010972448312979291 0.012363762305300816 -0.0093708313517000836 0.010096009719897601 0.006715021869240531 -0.0027560358206051979 0.0014774777484802648 0.0091758693791511754 0.0065327356415016804 0.0010783762355222311 0.0028705581129626081 0.0043616805635332363 0.0049560229251282067 0.0039366781287169328 -0.0046060241110439642
leaf_weight=53 73 55 90 53 52 66 55 57 61 52 73 136 54 1188 84 65 235 56 150 57 102 54
leaf_count=53 73 55 90 53 52 66 55 57 61 52 73 136 54 1188 84 65 235 56 150 57 102 54
internal_value=0 -0.00228259 0.00346508 0.0074787 0.000489934 0.00302515 0.00636095 0.00259713 0.00217474 -0.00105836 0.00299821 0.00262776 0.00409489 0.00201683 0.00475714 0.00054194 -0.0008086 0.00842011 0.00624689 0.0013665 0.00630766 -0.00289546
internal_weight=0 214 2707 267 159 2440 277 2163 2017 409 1608 1547 222 1324 194 352 287 146 223 110 168 106
internal_count=2921 214 2707 267 159 2440 277 2163 2017 409 1608 1547 222 1324 194 352 287 146 223 110 168 106
is_linear=0
shrinkage=0.16829


Tree=6899
num_leaves=29
num_cat=0
split_feature=4 12 13 2 51 4 16 12 2 4 15 15 2 16 2 132 2 4 484 484 15 50 15 2 15 16 12 12
split_gain=23.4383 6.93621 2.44476 1.58526 1.10599 1.02789 1.02579 0.822068 0.773232 0.680104 0.557188 0.770017 0.446636 0.597151 0.399986 0.322488 0.213412 0.188999 0.184011 0.180811 0.174113 0.158052 0.180726 0.157479 0.135353 0.111386 0.0553385 0.0481269
threshold=0.31392000000000003 0.056995000000000011 -0.00027999999999999998 0.13154000000000002 0.088940000000000005 -0.15615999999999999 -0.54150999999999994 0.088590000000000016 -1.0000000180025095e-35 0.0029800000000000004 -0.41725999999999991 -0.50173499999999993 0.088005000000000014 -0.040874999999999995 0.10773000000000001 0.0038750000000000004 0.091290000000000024 -0.023394999999999996 0.081380000000000022 -0.042224999999999992 -0.058859999999999989 0.10786000000000001 -0.07990499999999999 0.084195000000000006 -0.087484999999999993 -0.0058899999999999985 0.095450000000000021 -0.038859999999999992
decision_type=2 2 2 2 2 2 2 2 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 8 -4 -2 15 -1 18 11 -8 -7 -14 -10 16 17 23 21 -11 24 22 -9 -3 -21 -19 -23 -13
right_child=6 3 5 -5 -6 12 10 9 14 19 -12 27 13 -15 -16 -17 -18 25 -20 20 -22 26 -24 -25 -26 -27 -28 -29
leaf_value=0.0001386346073800911 0.00036529765929893191 0.001237362798818351 0.0011004765564648327 0.00044511889085298138 -4.0305039999935948e-05 0.00085325655228230164 -0.0002608625688642992 0.0012175305310634665 0.00076970900503062884 0.00066832925062991608 -0.00030909578810013816 0.00011721076047713448 0.00074920230837371982 0.00027590363283690444 0.00039739427140708146 0.0013192473780244849 0.00092110599271168941 0.0010859430659179942 0.00084822413666953633 0.0008459728833462417 0.00070667371562350208 0.0008436236880240873 0.0010316859558458561 0.0010991441966585944 0.0010521899852836793 0.00094211661063167186 0.00099490559917488433 0.00025774234730054194
leaf_weight=53 66 160 86 52 60 84 69 65 75 63 88 57 65 53 55 74 77 212 68 87 52 62 653 228 62 88 55 52
leaf_count=53 66 160 86 52 60 84 69 65 75 63 88 57 65 53 55 74 77 212 68 87 52 62 653 228 62 88 55 52
internal_value=0 0.000928357 0.000591951 0.00101514 0.00034794 0.000797713 -2.81997e-06 0.0010299 0.000475426 0.00097301 -9.42899e-05 1.17084e-05 0.000668639 0.000536918 0.000612462 0.00110898 0.0010886 0.00110729 0.00101625 0.000824973 0.000873895 0.00102989 0.00104856 0.00115623 0.000932018 0.00104387 0.00091504 0.000184577
internal_weight=0 2589 531 2058 243 288 332 2006 183 1167 266 178 202 118 130 839 765 688 903 264 201 835 718 388 149 300 117 109
internal_count=2921 2589 531 2058 243 288 332 2006 183 1167 266 178 202 118 130 839 765 688 903 264 201 835 718 388 149 300 117 109
is_linear=0
shrinkage=0.0032998


Tree=6900
num_leaves=27
num_cat=0
split_feature=4 2 3 2 0 124 3 0 2 3 3 14 48 12 3 4 2 52 12 52 52 3 2 12 13 12
split_gain=12.855 4.94373 2.13447 1.15772 0.828312 0.78301 0.567809 0.585419 0.42728 0.382373 0.377813 0.365803 0.340536 0.310116 0.267309 0.261207 0.249821 0.196026 0.194776 0.169938 0.265914 0.213267 0.167996 0.166035 0.133632 0.101838
threshold=0.31392000000000003 0.13673000000000005 -0.066789999999999974 0.15205000000000002 -0.14920999999999998 -0.080429999999999988 -0.14719499999999996 -0.17127999999999996 0.091235000000000024 0.11391500000000002 0.0012800000000000001 -1.0000000180025095e-35 0.091045000000000015 0.083400000000000016 -0.115685 -0.057674999999999997 0.083185000000000023 0.029970000000000007 -0.091944999999999985 -0.45635499999999996 0.093130000000000004 -0.097574999999999981 0.088135000000000005 -1.0000000180025095e-35 -0.080784999999999982 0.094435000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 18 -2 -8 13 10 17 -9 -3 -6 -15 -12 -16 23 -4 25 21 -21 -17 -7 -22 -10
right_child=3 12 5 -5 8 9 7 11 19 -11 15 -13 -14 14 16 22 -18 -19 -20 20 24 -23 -24 -25 -26 -27
leaf_value=0.0013360945823340654 0.00054075840600058332 0.00036990367912596975 0.00063961500685582413 -0.00027274861647650397 0.00075054694377774426 0.00050539675517551736 0.0004431930540036364 0.00027331848617143274 0.0010819472010639008 0.00058142847920366171 0.001081765787090045 -6.2899634212586753e-05 5.3485338457897671e-06 0.0012092199194121841 0.00091085432646077736 0.00097027197470926781 0.0010093902261485435 0.00085981080875916296 0.00037721622986101362 0.00059431153499896552 0.0010586897855440073 0.00081643267714684529 0.00070995026765432675 0.00075519136782648704 0.00086477848153009842 0.00087996184190295465
leaf_weight=59 61 56 56 53 68 54 64 57 54 83 79 92 56 55 469 52 741 76 71 66 57 178 60 66 139 62
leaf_count=59 61 56 56 53 68 54 64 57 54 83 79 92 56 55 469 52 741 76 71 66 57 178 60 66 139 62
internal_value=0 0.000866845 0.000896709 0.000173356 0.00094967 0.000723838 0.000259775 0.00017914 0.000937582 0.000786086 0.000829888 6.54843e-05 0.000187941 0.000969842 0.000981602 0.00093498 0.000971227 0.000727297 0.000493197 0.000860176 0.000830011 0.000756495 0.000831128 0.000643077 0.000921351 0.000974293
internal_weight=0 2657 2545 327 1948 597 274 213 1889 470 387 149 112 1333 1265 191 1210 196 127 556 440 244 112 120 196 116
internal_count=2984 2657 2545 327 1948 597 274 213 1889 470 387 149 112 1333 1265 191 1210 196 127 556 440 244 112 120 196 116
is_linear=0
shrinkage=0.0032998


Tree=6901
num_leaves=19
num_cat=0
split_feature=2 9 51 150 1 150 4 2 1 2 13 12 1213 403 2 2 12 151
split_gain=0.425961 0.260604 0.163663 0.127054 0.133001 0.222051 0.196863 0.366276 0.360982 0.125508 0.119772 0.107687 0.0965653 0.150939 0.0637687 0.114308 0.0539883 0.0539314
threshold=0.25063000000000007 0.093040000000000012 -0.22508999999999998 0.10373000000000002 0.087720000000000006 0.083205000000000015 -0.17568999999999999 0.086325000000000013 0.10246000000000001 0.087495000000000003 -0.090384999999999979 0.085655000000000023 0.085565000000000016 -0.121015 0.097300000000000011 0.11719 0.087915000000000007 -0.065174999999999983
decision_type=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 12 11 10 -9 -5 -8 -6 13 -4 -1 -16 -14 -11
right_child=-2 -3 3 9 6 -7 7 8 -10 17 -12 -13 16 -15 15 -17 -18 -19
leaf_value=0.0056092792450525052 -0.010268246443871351 -0.0073931827932745145 -0.0010494038639869356 0.001726797146882839 0.013303851229320698 0.013828050877347545 0.011132354582962387 -0.014035796511858984 -0.00015652252666082821 0.0079337892130652322 0.0031706596076761851 0.0031345089054477622 0.011270917139151895 0.0045419537073874746 0.017410815459522302 0.0063321653049771632 0.0051048530511856281 0.015261258113493298
leaf_weight=76 58 53 154 52 65 74 61 68 243 57 452 55 83 1185 55 52 81 60
leaf_count=76 58 53 154 52 65 74 61 68 243 57 452 55 83 1185 55 52 81 60
internal_value=0 0.00428741 0.00450351 0.00417101 0.00387027 0.00481703 0.00228675 0.00135673 -0.003197 0.00864668 0.00412087 0.00865787 0.00437218 0.00389754 0.00938123 0.0120436 0.00823644 0.0117068
internal_weight=0 2926 2873 2690 2521 1577 944 824 311 169 513 120 1503 1339 183 107 164 117
internal_count=2984 2926 2873 2690 2521 1577 944 824 311 169 513 120 1503 1339 183 107 164 117
is_linear=0
shrinkage=0.16829


Tree=6902
num_leaves=25
num_cat=0
split_feature=4 2 3 2 3 150 2 11 2 4 39 48 4 48 475 3 3 2 160 48 1447 4 475 3
split_gain=9.34964 3.28101 1.50489 0.875107 0.797894 0.746199 0.348347 0.358489 0.300161 0.277649 0.234489 0.228173 0.208507 0.195126 0.170561 0.165258 0.277527 0.163395 0.128452 0.130405 0.125867 0.122955 0.125935 0.0997331
threshold=0.31392000000000003 0.13554000000000002 -0.066789999999999974 -0.007134999999999999 0.13772500000000001 0.094545000000000018 0.090020000000000017 1.0000000180025095e-35 0.094905000000000017 -0.17568999999999999 0.098100000000000007 0.081890000000000004 0.028075000000000006 0.094275000000000012 -0.071639999999999995 0.0098450000000000013 -0.14719499999999996 0.072175000000000017 0.10057500000000001 0.085485000000000019 -0.086299999999999988 -0.088484999999999994 -0.082449999999999982 -0.079574999999999993
decision_type=2 2 2 2 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 8 7 20 11 -10 15 17 -11 -3 -8 16 -2 -5 19 23 -1 -22 -23 -16
right_child=4 13 3 5 -6 -7 14 -9 9 12 -12 -13 -14 -15 18 -17 -18 -19 -20 -21 21 22 -24 -25
leaf_value=0.0009029081365450305 0.00064966663573980685 0.00055575492810773768 0.00052167595874998216 0.0008355654293347517 6.9734841136745793e-05 0.00054278342522448336 0.0011149518679503671 0.001316523820585189 0.0010723307865704395 0.00074306336731268718 0.00027954732160220694 0.0012036768364521223 0.00097555586643090588 0.0002790492947343197 0.00087519438677684702 0.00068211132022797305 0.00035404205011754016 0.0010706010958011125 0.001113409493206613 0.001057346434360914 0.00094329735017637006 0.0011861276270449656 0.001068487360818624 0.00098549856680677102
leaf_weight=53 56 60 75 61 69 56 94 66 60 141 56 67 62 53 253 53 93 74 56 92 80 117 986 151
leaf_count=53 56 60 75 61 69 56 94 66 60 141 56 67 62 53 253 53 93 74 56 92 80 117 986 151
internal_value=0 0.00097702 0.00100147 0.000856048 0.000385524 0.000904115 0.00104594 0.00107731 0.000947554 0.000873257 0.000469843 0.00104411 0.000814244 0.000426284 0.000982674 0.000522424 0.000465386 0.000964661 0.000960085 0.000942703 0.00106451 0.00107172 0.001081 0.000916509
internal_weight=0 2657 2544 596 327 521 1948 1302 465 263 258 202 203 113 646 202 149 135 552 496 1236 1183 1103 404
internal_count=2984 2657 2544 596 327 521 1948 1302 465 263 258 202 203 113 646 202 149 135 552 496 1236 1183 1103 404
is_linear=0
shrinkage=0.0032998


Tree=6903
num_leaves=14
num_cat=0
split_feature=2 2 39 13 1212 50 106 16 41 1212 1213 16 1212
split_gain=0.320533 0.201025 0.133261 0.131916 0.135422 0.119641 0.114744 0.125814 0.108349 0.14289 0.0476732 0.0688143 0.0256598
threshold=0.25063000000000007 -1.0000000180025095e-35 0.098380000000000009 0.26379000000000002 0.086550000000000002 -0.23848499999999997 0.08024000000000002 -0.4193599999999999 0.081185000000000021 1.0000000180025095e-35 0.11749000000000001 -0.081904999999999992 0.091900000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 -3 7 -1 9 -7 11 -6 -13
right_child=-2 2 -4 -5 10 8 -8 -9 -10 -11 -12 12 -14
leaf_value=-0.009693577368452045 -0.0083536841507524991 0.010491706845435551 -0.001513964906190955 0.012773311479275698 0.0035615826039654308 0.0040612421744600823 0.0054210297488240774 0.00038874047718159854 0.010670554510486898 -0.0043932670513082668 0.012844883994712977 0.012257773183734066 0.0073529628163299171
leaf_weight=54 58 85 95 59 90 2076 62 99 68 58 53 60 67
leaf_count=54 58 85 95 59 90 2076 62 99 68 58 53 60 67
internal_value=0 0.00427029 0.0046632 0.00488821 0.00470557 0.00428313 -0.000675678 -0.00315798 0.00404266 0.00383062 0.00827713 0.00715323 0.00968434
internal_weight=0 2926 2711 2616 2557 2287 215 153 2202 2134 270 217 127
internal_count=2984 2926 2711 2616 2557 2287 215 153 2202 2134 270 217 127
is_linear=0
shrinkage=0.16829


Tree=6904
num_leaves=19
num_cat=0
split_feature=1 159 48 132 49 15 13 13 0 49 49 13 480 150 12 48 0 12
split_gain=0.275662 0.22915 0.200175 0.0997705 0.113372 0.109987 0.0965008 0.164228 0.099313 0.0961727 0.235021 0.136504 0.10939 0.097757 0.0875796 0.0715918 0.0526364 0.0499129
threshold=0.12000500000000001 0.095730000000000023 -0.088594999999999993 0.098870000000000027 0.10378500000000002 -0.069034999999999985 -0.10939499999999998 0.032645000000000007 -0.07106999999999998 -0.071579999999999991 -0.048899999999999992 0.17888000000000001 -0.040684999999999992 0.084270000000000012 0.091545000000000015 0.086185000000000012 -0.10071499999999999 0.097910000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 4 9 16 -2 8 -8 13 -11 12 -12 -4 -5 -15 -6 -13
right_child=1 -3 3 14 5 -7 7 -9 -10 10 11 17 -14 15 -16 -17 -18 -19
leaf_value=0.013223793917511344 -0.0092459210879624245 0.0068287570290586439 0.0011874517619796005 0.013554245614619664 0.0076454414532603496 0.011875388707432053 -0.0037856480656494325 -0.009546302033570344 0.0055518724019567606 -0.007467779268404362 -0.0032512169086301433 0.012593580355720595 0.0029899364688287457 0.012868810119786448 0.0044026092222580566 0.0056303947218045991 0.0007497024184451019 0.0052421045309665702
leaf_weight=64 66 76 73 53 60 85 57 54 74 62 83 53 1772 67 69 95 67 54
leaf_count=64 66 76 73 53 60 85 57 54 74 62 83 53 1772 67 69 95 67 54
internal_value=0 -0.00125899 0.00391518 0.00368474 0.00345155 0.00717905 -0.00371502 -0.00173213 0.00147527 0.00310094 0.00272522 0.00304824 0.00270971 0.00632926 0.00839305 0.00863515 0.00402168 0.00890028
internal_weight=0 327 2657 2593 2471 212 251 185 131 2259 2024 1962 1855 235 122 162 127 107
internal_count=2984 327 2657 2593 2471 212 251 185 131 2259 2024 1962 1855 235 122 162 127 107
is_linear=0
shrinkage=0.16829


Tree=6905
num_leaves=15
num_cat=0
split_feature=481 2 3 3 15 481 13 13 15 2 124 39 160 43
split_gain=0.187967 0.182454 0.274592 0.150373 0.221316 0.128821 0.159615 0.118979 0.224923 0.417126 0.110014 0.103756 0.0854906 0.0678401
threshold=-0.085749999999999979 -0.14847999999999997 0.31966500000000003 0.12745000000000004 -0.074729999999999977 -0.014869999999999998 -0.075154999999999986 -0.095139999999999988 -0.094839999999999994 0.088735000000000022 0.0040150000000000003 0.10519000000000002 -0.013164999999999998 -0.078469999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 3 5 -5 6 13 8 -7 -10 11 -9 -1 -3
right_child=1 2 -4 4 -6 7 -8 10 9 -11 -12 -13 -14 -15
leaf_value=0.014216005492961249 0.011173536850659067 0.0059099049897458223 -0.0080104007111865914 0.0011617603750568191 0.016508912342270542 0.0062529861307541847 -0.009812651167076563 0.0031427261141130937 0.0036695001341554693 -0.015787869958353115 -0.0043423066876794817 0.010563714906849484 0.0048886291680983653 -0.0025939762483255264
leaf_weight=58 70 52 69 53 54 73 52 2070 66 59 54 55 55 54
leaf_count=58 70 52 69 53 54 73 52 2070 66 59 54 55 55 54
internal_value=0 0.00268328 0.00246339 0.00273761 0.00892384 0.00247579 -0.002171 0.00278541 -0.00115776 -0.00550001 0.00314454 0.00333564 0.00969203 0.00156079
internal_weight=0 2781 2711 2642 107 2535 158 2377 198 125 2179 2125 113 106
internal_count=2894 2781 2711 2642 107 2535 158 2377 198 125 2179 2125 113 106
is_linear=0
shrinkage=0.16829


Tree=6906
num_leaves=30
num_cat=0
split_feature=4 3 3 43 1 3 0 43 1 47 49 3 1 15 51 12 0 15 0 13 4 50 0 15 133 1446 3 15 51
split_gain=7.68453 1.85759 1.06425 1.33835 0.653298 0.639749 0.546684 0.826484 0.530145 0.399843 0.532969 0.320346 0.307375 0.290571 0.287246 0.221347 0.219912 0.20653 0.160076 0.392979 0.147299 0.0993533 0.0952341 0.0797136 0.0787381 0.0774819 0.0695588 0.058315 0.0508315
threshold=0.31392000000000003 -0.066789999999999974 0.28833000000000003 -0.035884999999999993 0.10910500000000002 -0.11749 -0.07700499999999999 -0.116045 0.14516000000000004 0.077735000000000012 -0.06017999999999999 0.086845000000000019 0.09803000000000002 -0.46483499999999994 -0.09021499999999999 0.085280000000000009 -0.067969999999999989 -0.039149999999999997 -0.085674999999999987 -0.086304999999999979 -0.005814999999999999 0.08568000000000002 -0.084369999999999987 -0.21242999999999998 0.0049900000000000005 0.091520000000000018 -0.077384999999999995 1.0000000180025095e-35 -0.43123499999999992
decision_type=2 2 2 2 2 2 2 2 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 -2 12 -8 13 10 -5 20 14 -7 -1 18 -3 28 19 -16 -12 24 -20 -15 27 26 -17 -19 -9
right_child=5 2 -4 9 -6 8 7 17 -10 -11 11 -13 -14 23 15 25 -18 21 22 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0008455516368194284 0.00068038347627590306 0.00085228891219400413 0.00038307907212234291 0.0011885971504557095 0.0003599993292917241 0.00055784230174770637 0.00056899311844950764 0.00093405187018452229 3.5273645959761307e-05 0.0011610282149315352 0.0008011825620191002 0.00068162730167818002 0.00078327327124994863 0.00019523214644346555 0.0010801093864795765 0.0010071880584268703 0.00060099698032541212 0.00095394914949407873 0.00093192578258838527 0.001382010393460139 0.0010223150832434542 0.0011080746605182401 0.001125050272034028 0.00037918264033960755 0.00088201723598545787 0.0011569899461007505 0.001091037930648664 0.0010943205465004087 0.00080252917383708173
leaf_weight=78 65 96 62 57 66 74 69 59 58 84 58 95 53 53 139 749 65 80 59 73 83 83 60 52 78 52 140 65 89
leaf_count=78 65 96 62 57 66 74 69 59 58 84 58 95 53 53 139 749 65 80 59 73 83 83 60 52 78 52 140 65 89
internal_value=0 0.000946323 0.000795839 0.00083815 0.000637511 0.000389923 0.000998341 0.000906731 0.000310113 0.000958867 0.000900789 0.000831126 0.00103247 0.00039897 0.00104222 0.00105426 0.000751054 0.000957984 0.00112874 0.00118423 0.000931603 0.00100758 0.0010296 0.000286667 0.000970021 0.00102802 0.00102043 0.00101712 0.000855199
internal_weight=0 2592 666 604 227 302 1926 523 237 377 293 236 1403 179 1350 1272 161 454 331 212 141 306 119 105 223 941 889 145 148
internal_count=2894 2592 666 604 227 302 1926 523 237 377 293 236 1403 179 1350 1272 161 454 331 212 141 306 119 105 223 941 889 145 148
is_linear=0
shrinkage=0.0032998


Tree=6907
num_leaves=25
num_cat=0
split_feature=1 4 12 12 0 160 12 4 15 1 15 43 48 4 4 43 0 0 481 16 4 1211 13 1211
split_gain=8.71122 1.862 1.30642 1.28542 0.696461 0.611418 0.55104 0.516139 0.476478 0.632434 0.567758 0.5751 0.545142 0.329091 0.305167 0.26278 0.228784 0.219304 0.178693 0.215124 0.15765 0.141237 0.102197 0.106772
threshold=0.10331000000000003 -0.35269999999999996 0.088325000000000015 0.10595000000000002 -0.17127999999999996 -0.068619999999999987 0.11878500000000002 0.50666500000000003 0.062230000000000008 0.092485000000000026 -0.12431499999999999 -0.12118 0.08035500000000001 0.018150000000000003 -0.50231999999999988 -1.0000000180025095e-35 -0.14164999999999997 -0.095724999999999991 -0.084709999999999994 -0.081324999999999995 -0.087864999999999985 0.08789000000000001 0.016935000000000002 0.091735000000000011
decision_type=2 2 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 -6 8 13 9 10 17 -12 -11 -7 -13 -16 -10 -1 -18 20 -20 -22 23 -21
right_child=1 2 3 -5 5 7 -8 -9 16 12 11 14 -14 -15 15 -17 18 -19 19 22 21 -23 -24 -25
leaf_value=0.0014002235581018979 0.0011631895189179867 0.00075512677280465226 0.0010757267234429587 0.0005409703252275376 0.00064524815551085708 0.00028606425743713177 0.00079936343063783907 5.6365680268984576e-05 0.0013545666901411933 0.0010330373143274667 0.00076905262503533999 0.0013181758093830022 0.00063927677293150389 0.00058660302529516776 0.0010987516051413999 0.00095687569896956554 0.0013283297966433258 0.0011279999974929901 0.0013561688070846494 0.0011246209305528635 0.0011313618436950771 0.001322672432149961 0.00095751334737217975 0.00096085887173628102
leaf_weight=79 72 86 103 94 92 90 69 58 61 88 71 56 69 72 579 195 55 58 54 322 297 52 68 54
leaf_count=79 72 86 103 94 92 90 69 58 61 88 71 56 69 72 579 195 55 58 54 322 297 52 68 54
internal_value=0 0.000661471 0.0006007 0.000820743 0.000491696 0.000418971 0.00109152 0.000324186 0.00110084 0.00105648 0.00108613 0.00105582 0.000860208 0.000419855 0.00108031 0.00106305 0.00115585 0.00128523 0.00114237 0.00113026 0.00118634 0.00115997 0.00107927 0.0011012
internal_weight=0 667 595 197 398 312 2227 220 2158 1195 1038 901 157 162 830 774 963 137 902 847 403 349 444 376
internal_count=2894 667 595 197 398 312 2227 220 2158 1195 1038 901 157 162 830 774 963 137 902 847 403 349 444 376
is_linear=0
shrinkage=0.0032998


Tree=6908
num_leaves=18
num_cat=0
split_feature=1 403 0 0 43 15 48 47 43 52 1 15 43 48 1 12 13
split_gain=0.22199 0.127683 0.126013 0.225823 0.304009 0.251748 0.167993 0.192252 0.157666 0.156689 0.113727 0.12353 0.144406 0.0980229 0.0878925 0.0872077 0.0161129
threshold=0.15028500000000003 -0.5407249999999999 0.048595000000000006 -0.06952499999999999 -0.11214499999999998 -0.092389999999999986 0.10697500000000001 0.10783500000000001 -0.013934999999999998 -0.080219999999999986 0.11584000000000001 -0.14868999999999996 -0.0005399999999999999 0.081520000000000023 0.11539500000000001 -0.081654999999999991 -0.0088749999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 10 -8 -4 -10 11 16 -13 14 -7 -12 -3
right_child=-2 2 8 4 5 13 7 -9 9 -11 15 12 -14 -15 -16 -17 -18
leaf_value=0.010942006602552587 -0.0064716252097588413 0.012107867722532362 0.0019027763684980304 -0.011837969134474963 -0.0062726532529028345 0.00080529620739774736 0.017197365175739703 0.0037346517193422276 0.006586690286766719 0.018767264984984051 0.0038406705393180069 0.0049767732013485761 0.0016696985012726801 0.010471318934937218 0.008506650149312624 -0.0046383886133500559 0.0077575217380865804
leaf_weight=76 57 52 75 53 85 180 60 61 72 52 64 1230 540 56 55 74 52
leaf_count=76 57 52 75 53 85 180 60 61 72 52 64 1230 540 56 55 74 52
internal_value=0 0.00412383 0.0039355 0.00361737 9.00351e-05 0.00177615 0.00432596 0.0104252 0.00802232 0.0117092 0.00395826 0.00430174 0.00396885 0.00413335 0.00261539 -0.000693053 0.00994997
internal_weight=0 2837 2761 2562 429 376 2133 121 199 124 2012 1874 1770 291 235 138 104
internal_count=2894 2837 2761 2562 429 376 2133 121 199 124 2012 1874 1770 291 235 138 104
is_linear=0
shrinkage=0.16829


Tree=6909
num_leaves=20
num_cat=0
split_feature=2 12 3 3 2 31 2 150 13 0 52 12 11 13 3 0 39 3 0
split_gain=4.21351 1.98452 0.822978 0.453062 0.364708 0.531395 0.442769 0.323647 0.610948 0.50284 0.290344 0.185356 0.344601 0.224728 0.186317 0.165374 0.125399 0.120077 0.119233
threshold=0.13554000000000002 -0.041014999999999989 0.11878500000000002 0.25089000000000006 -1.0000000180025095e-35 -0.080884999999999985 0.097180000000000016 0.082965000000000025 -0.023024999999999997 -0.14164999999999997 -0.013914999999999999 0.10488500000000002 0.079700000000000007 0.076825000000000018 -0.13117499999999996 -0.13409999999999997 0.087880000000000014 -0.069724999999999995 -0.085754999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 16 5 -1 -6 9 18 10 -3 12 14 17 -11 -8 -2 -13 -9
right_child=3 2 -4 -5 6 -7 15 8 -10 11 -12 13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00062862223035975852 0.00049047629841566338 0.001231257710817687 0.00052362543567839386 6.2599072605673171e-05 0.00087565313526955673 0.00017524514558659953 0.00038175668212358859 0.0007444843757220751 0.0005149035592198211 0.00066324902158596888 0.000925336857890114 0.00053743412825200086 0.0010685931183598281 0.0008851814359553923 0.0008409717633425485 0.0006367361464282371 0.00029496897286885953 0.00073879606198983222 0.00094932742319638313
leaf_weight=52 80 52 98 61 53 62 57 57 97 69 103 55 72 76 1567 56 67 85 75
leaf_count=52 80 52 98 61 53 62 57 57 97 69 103 55 72 76 1567 56 67 85 75
internal_value=0 0.000790138 0.000820763 0.000302356 0.000526862 0.000382358 0.000625888 0.000833364 0.000714634 0.000846425 0.0010282 0.000831763 0.000843429 0.000739356 0.000833498 0.00050843 0.000401607 0.000659941 0.000861139
internal_weight=0 2686 2406 208 280 114 166 2308 229 2079 155 1924 1708 216 1636 113 147 140 132
internal_count=2894 2686 2406 208 280 114 166 2308 229 2079 155 1924 1708 216 1636 113 147 140 132
is_linear=0
shrinkage=0.0032998


Tree=6910
num_leaves=33
num_cat=0
split_feature=1 16 42 49 34 13 39 1 1375 4 13 43 1 133 43 401 16 2 16 13 13 42 133 43 42 43 42 43 2 43 15 130
split_gain=0.380262 0.196618 0.185283 0.192415 0.177733 0.183566 0.228941 0.303296 0.153212 0.143653 0.177749 0.164734 0.212137 0.193565 0.153116 0.173827 0.156382 0.150585 0.20962 0.130153 0.124701 0.215205 0.159816 0.117102 0.115325 0.160686 0.109043 0.101601 0.0932175 0.0580052 0.162081 0.0326418
threshold=0.12000500000000001 -0.088604999999999975 0.082495000000000013 -1.0000000180025095e-35 -0.023104999999999997 -0.099244999999999986 0.099965000000000012 0.12864500000000004 -0.082654999999999992 0.053925000000000008 -0.069874999999999979 -0.011209999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 -0.14839499999999997 0.080265000000000017 -0.0015099999999999998 0.084815000000000015 -0.067654999999999979 -0.039559999999999991 -0.0012399999999999998 -0.019989999999999997 -0.011334999999999998 -0.0050499999999999989 0.088575000000000015 -0.008179999999999998 -0.058159999999999996 -0.025079999999999995 0.105395 0.062770000000000006 -0.040504999999999992 -0.0054549999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -7 -3 11 -11 14 13 23 15 16 -10 18 -14 27 22 -22 31 -13 25 -4 -21 -16 -19 30 -26 -5
right_child=4 8 24 20 5 6 -8 -9 9 10 -12 12 17 -15 19 -17 -18 28 -20 26 21 -23 -24 -25 29 -27 -28 -29 -30 -31 -32 -33
leaf_value=-0.0016917448731983272 -0.010030652239777 -0.0044061047723678946 0.0097139767586086247 0.011180542272262402 -0.0056892735371844175 -0.0023310184423617404 -0.0053398866261679346 0.01409924738247505 0.0056274950278351844 -0.0085826571917564706 0.0041818124993480473 0.012536131081430963 0.0062680399903304014 -0.0031573569019799149 0.0048784666081289167 0.00033062265769896618 0.018044856119657806 0.0033095199974698922 0.018776070091407599 0.0022936419325768225 0.0039961627377073181 0.018605555671870617 -0.0020918162675495539 0.0039212100703387041 0.0045209818983466916 0.021436665067205256 -0.00428930431305355 -0.002360525904574765 0.010869132332891237 0.0034569545064652898 0.016793978384261266 0.0054104092135421238
leaf_weight=94 52 57 94 54 87 53 56 79 58 52 76 62 65 84 523 55 58 108 93 190 57 58 69 164 73 52 114 61 82 65 53 61
leaf_count=94 52 57 94 54 87 53 56 79 58 52 76 62 65 84 523 55 58 108 93 190 57 58 69 164 73 52 114 61 82 65 53 61
internal_value=0 0.00507467 0.00742568 0.00493416 -0.00100578 0.000694205 0.00365782 0.00748864 0.00417139 0.00443736 -0.000989718 0.00484299 0.00693705 0.00372613 0.00354016 0.00815657 0.0118517 0.0097922 0.0136417 0.00264917 0.00702323 0.01138 0.00429048 0.00629255 0.0103259 0.0139015 -0.000169053 0.00411926 0.00658155 0.00758329 0.00969769 0.00813549
internal_weight=0 2632 730 393 327 275 188 132 1902 1845 128 1717 658 310 1059 171 116 348 158 888 299 115 184 226 337 146 304 584 190 191 126 115
internal_count=2959 2632 730 393 327 275 188 132 1902 1845 128 1717 658 310 1059 171 116 348 158 888 299 115 184 226 337 146 304 584 190 191 126 115
is_linear=0
shrinkage=0.16829


Tree=6911
num_leaves=12
num_cat=0
split_feature=4 14 15 51 51 16 42 150 12 2 12
split_gain=0.200997 0.151559 0.165341 0.154143 0.140909 0.127595 0.155759 0.179599 0.147614 0.125059 0.102678
threshold=0.62426000000000015 0.073890000000000011 0.15555500000000003 0.14122000000000004 0.116525 -0.08070999999999999 0.082495000000000013 0.083295000000000022 0.092395000000000019 0.14073000000000005 0.083175000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -8 10 -7
right_child=-2 -3 -4 -5 -6 9 8 -9 -10 -11 -12
leaf_value=0.0048045121028103908 -0.0066956216139369912 0.010295891541273881 -0.0050353433760719404 0.01096321158567966 -0.0036413851450954548 0.0057084374783337331 0.006129607765853873 -0.0032576323765683914 0.013922884869173995 -0.0047311752450754042 0.0024086683413503227
leaf_weight=486 52 100 61 83 74 346 326 93 88 59 1191
leaf_count=486 52 100 61 83 74 346 326 93 88 59 1191
internal_value=0 0.0038482 0.00361786 0.00381074 0.00358713 0.00379444 0.00529436 0.00350645 0.00779049 0.00286009 0.00315266
internal_weight=0 2907 2807 2746 2663 2589 993 579 414 1596 1537
internal_count=2959 2907 2807 2746 2663 2589 993 579 414 1596 1537
is_linear=0
shrinkage=0.16829


Tree=6912
num_leaves=18
num_cat=0
split_feature=1 0 12 471 1374 14 0 2 1 12 12 1213 1 49 1 2 12
split_gain=0.231037 0.191373 0.116244 0.114735 0.111359 0.126068 0.081474 0.0809316 0.191553 0.128321 0.235412 0.103153 0.155363 0.175992 0.118952 0.0718954 0.0692632
threshold=0.12000500000000001 -0.00077999999999999999 0.106505 0.08703000000000001 -0.049459999999999997 0.026890000000000004 -0.074679999999999983 0.085730000000000015 0.110115 -0.0089849999999999982 0.083785000000000012 0.084325000000000011 0.10985500000000002 -0.071579999999999991 0.11430000000000001 0.13270000000000001 0.090045000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 -1 7 15 8 9 -6 -11 12 13 -9 -14 -2 -13
right_child=1 -3 -4 -5 5 -7 -8 11 -10 10 -12 16 14 -15 -16 -17 -18
leaf_value=-0.0038290058783446352 -0.0045700373258950018 -0.010126686857487339 -0.0062221962298979229 -0.0021285011095763199 -0.0037415540461751273 0.0099085292837411635 0.0062005691030388964 0.009838926490799621 0.013433345422254392 0.012058851523144416 0.0036156863028009743 -0.0057863015158913103 -0.0085903803449644701 0.0032008267190274859 0.0027214463094876978 0.0035669473345492355 0.0024748257461247123
leaf_weight=53 60 56 55 96 53 97 93 126 70 109 671 61 52 1137 53 63 54
leaf_count=53 60 56 55 96 53 97 93 126 70 109 671 61 52 1137 53 63 54
internal_value=0 -0.00116865 0.000675834 0.00357039 0.00378683 0.00395012 0.00244059 0.00370713 0.00496608 0.00425239 0.00479787 0.00293935 0.00334677 0.00386448 -0.00286349 -0.000387707 -0.00189154
internal_weight=0 327 271 2632 2536 2483 216 2386 903 833 780 1483 1368 1263 105 123 115
internal_count=2959 327 271 2632 2536 2483 216 2386 903 833 780 1483 1368 1263 105 123 115
is_linear=0
shrinkage=0.16829


Tree=6913
num_leaves=18
num_cat=0
split_feature=1 3 3 14 124 47 1 3 52 1 47 151 124 49 1 1 49
split_gain=13.3261 2.22665 1.25109 1.38918 1.14077 0.85709 0.719997 0.52314 0.410082 0.773736 0.359611 0.229716 0.165919 0.153276 0.278312 0.146615 0.121548
threshold=0.10921500000000002 -0.064349999999999991 0.11745500000000002 0.073890000000000011 -0.083859999999999976 0.087850000000000025 0.15390500000000004 -0.10337499999999998 -0.14709999999999998 0.080320000000000016 0.083670000000000008 0.053170000000000002 -0.076164999999999983 0.097940000000000013 0.099025000000000016 0.12257000000000003 0.10665500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 -1 -2 10 8 -6 -10 12 13 -3 14 -9 -14 -15
right_child=1 6 -4 -5 7 -7 -8 11 9 -11 -12 -13 15 16 -16 -17 -18
leaf_value=0.00076966511052964739 0.00068813759569022991 0.00029424266435336291 0.00066399830002656203 0.0015608582837689897 0.0012262312196152892 0.0011743020719275424 9.5683240018249523e-05 0.0012094007242544477 0.0011114993823137834 0.0006573100719700711 0.00068517252096563766 0.0009962770368836262 0.00061510553903901634 0.0009655582756084583 0.0010170933087820162 0.0004074582917390018 0.0011501500277269169
leaf_weight=84 92 70 56 93 73 70 58 1571 102 69 82 73 62 55 89 97 163
leaf_count=84 92 70 56 93 73 70 58 1571 102 69 82 73 62 55 89 97 163
internal_value=0 0.000575729 0.00115296 0.00116449 0.0011483 0.000898426 0.000433961 0.00116277 0.00101767 0.000928436 0.000496935 0.0011809 0.000429377 0.00118806 0.00119911 0.000488649 0.00110374
internal_weight=0 531 2428 2372 2279 162 369 2195 244 171 311 1951 229 1878 1660 159 218
internal_count=2959 531 2428 2372 2279 162 369 2195 244 171 311 1951 229 1878 1660 159 218
is_linear=0
shrinkage=0.0032998


Tree=6914
num_leaves=25
num_cat=0
split_feature=4 3 3 43 3 39 14 39 40 4 3 3 150 43 12 3 12 4 3 3 133 130 1446 42
split_gain=14.8299 4.48661 2.45693 2.99816 1.82976 0.888744 0.6514 0.618271 0.590348 0.476641 0.5486 0.479676 0.452088 0.541069 0.406635 0.449577 0.294009 0.272721 0.260829 0.236334 0.193978 0.158545 0.134792 0.0856692
threshold=0.31392000000000003 -0.069724999999999995 0.18595000000000003 -0.06705499999999999 0.13772500000000001 0.08252000000000001 0.073890000000000011 0.088025000000000006 -0.084754999999999983 -0.052959999999999993 0.093925000000000022 0.081495000000000012 0.082085000000000019 -0.081584999999999977 0.088930000000000023 -0.11151499999999999 0.083785000000000012 0.48395000000000005 0.0048000000000000013 -0.15624499999999999 0.089325000000000015 -0.046744999999999995 1.0000000180025095e-35 0.10254000000000001
decision_type=2 2 2 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 7 -3 12 17 -7 11 18 -5 14 -14 15 -1 -17 -2 23 -16 -18 -21 -23 -11
right_child=4 2 -4 9 -6 8 -8 -9 -10 10 -12 -13 13 -15 19 16 20 -19 -20 21 -22 22 -24 -25
leaf_value=0.0012084925304574798 0.00096544802625104782 0.0011601197920144499 0.00054945242515911047 0.0012083711641156819 8.3710499577347708e-05 0.0004257112603068059 0.0017135374341515858 0.00047900009260151927 0.00086458069380659322 0.0012969745397111252 0.00096079631397383736 0.0016004907520672698 0.0013809395245798944 0.00096356506051190418 0.001573885061192338 0.0016768717004767173 0.0014867935097165202 0.00067626958951724932 0.0014984689769069555 0.0015096766256056638 0.001320590958438948 0.0013435432760954054 0.0011658629375167733 0.0011367798642324344
leaf_weight=71 75 61 79 53 70 58 72 92 80 122 63 100 84 58 54 81 546 70 61 62 94 741 53 59
leaf_count=71 75 61 79 53 70 58 72 92 80 122 63 100 84 58 54 81 546 70 61 62 94 741 53 59
internal_value=0 0.00131932 0.00110011 0.00116627 0.000553032 0.000827615 0.0014035 0.000691502 0.000680384 0.00131333 0.00123719 0.00146489 0.00139138 0.00121071 0.00140643 0.00146169 0.00148658 0.000826088 0.001309 0.0013583 0.00146244 0.00134466 0.00133173 0.00124495
internal_weight=0 2652 736 657 307 199 1916 237 138 458 305 153 1844 142 1702 792 721 145 242 910 640 856 794 181
internal_count=2959 2652 736 657 307 199 1916 237 138 458 305 153 1844 142 1702 792 721 145 242 910 640 856 794 181
is_linear=0
shrinkage=0.0032998


Tree=6915
num_leaves=11
num_cat=0
split_feature=106 15 15 160 51 1 124 0 15 0
split_gain=0.200033 0.154381 0.284128 0.470296 0.127336 0.170455 0.147587 0.163273 0.189769 0.0880225
threshold=0.085650000000000018 -0.52850999999999992 -0.2987999999999999 -0.06146999999999999 0.15358000000000002 0.13831000000000002 -0.086944999999999981 -0.14920999999999998 -0.083859999999999976 -0.088794999999999985
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 8 -8 -9
right_child=-2 2 4 -5 -6 -7 7 9 -10 -11
leaf_value=0.01315378907502146 -0.0060164011071426873 0.0091970418547530908 -0.003379791399390653 -0.011158097027300983 -0.0020006204406216722 0.014091788655766284 0.0036724299969847288 0.0024463469957629875 0.013789959783597096 0.0048986909765442177
leaf_weight=55 54 52 65 84 82 54 97 549 116 1736
leaf_count=55 54 52 65 84 82 54 97 549 116 1736
internal_value=0 0.00430798 0.00413574 -0.00336204 0.00451421 0.00471903 0.00452085 0.00472715 0.00919088 0.00431027
internal_weight=0 2890 2835 136 2699 2617 2563 2498 213 2285
internal_count=2944 2890 2835 136 2699 2617 2563 2498 213 2285
is_linear=0
shrinkage=0.16829


Tree=6916
num_leaves=27
num_cat=0
split_feature=2 2 2 2 16 15 52 41 9 52 3 52 2 474 16 49 2 2 15 2 128 52 52 50 16 49
split_gain=9.18816 3.61804 2.35107 1.08377 0.751949 0.700272 0.673585 0.510895 0.279342 0.276604 0.226973 0.186153 0.183774 0.271444 0.194827 0.194505 0.145887 0.136087 0.133468 0.129681 0.117728 0.0992227 0.0832414 0.0697094 0.0678895 0.055027
threshold=0.13554000000000002 -1.0000000180025095e-35 0.10134000000000001 0.16730000000000003 0.25968500000000005 -0.039149999999999997 0.029970000000000007 0.078150000000000011 0.083710000000000021 0.28122000000000008 -0.081864999999999979 0.43161000000000005 0.087665000000000007 0.083840000000000012 -0.080324999999999994 0.082820000000000019 0.11366500000000002 0.088435000000000014 -0.084904999999999994 0.084970000000000004 0.10657500000000002 1.0000000180025095e-35 -0.065394999999999995 0.10899000000000002 -0.072649999999999978 -0.0019649999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 21 6 8 18 9 -1 12 -8 -11 13 20 15 -14 -6 -16 22 -15 -3 -2 -4 -13 -12 -20
right_child=3 2 4 -5 16 -7 10 -9 -10 11 24 23 14 19 17 -17 -18 -19 25 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00061083904302188636 0.00044945033978919103 0.0011863298367201537 0.00051786566708579779 3.2561879543390894e-05 0.0011471929215431708 0.00085390149076704409 0.00078088508996011687 0.0014111353251209109 0.00029039319725644941 0.00085958942326478586 0.0011130994867288196 0.00099376651114117245 0.00093585281188303751 0.00087709956464513815 0.00099089795247804882 0.001152792292069422 0.00095360329454051971 0.0011508024938922338 0.00085370199091674721 0.0011096294689306391 0.0010236569589751362 0.00062948707007765632 0.00069280956359142403 0.0011546808926970328 0.00094805651318420365 0.00070018147519208178
leaf_weight=57 102 828 54 78 103 73 53 66 63 72 70 66 152 52 73 67 78 373 56 58 55 52 73 63 52 55
leaf_count=57 102 828 54 78 103 73 53 66 63 72 70 66 152 52 73 67 78 373 56 58 55 52 73 63 52 55
internal_value=0 0.00103438 0.00106776 0.000349946 0.000886 0.000598538 0.000807921 0.00112383 0.000442899 0.00111361 0.000963847 0.00099649 0.00112779 0.00115675 0.00108448 0.00100238 0.00106396 0.00112471 0.000693121 0.00100003 0.00117624 0.000510471 0.000618701 0.00107263 0.00104304 0.000777951
internal_weight=0 2712 2519 232 594 193 413 1925 120 1859 175 201 1658 993 665 219 181 446 238 110 883 154 127 129 122 111
internal_count=2944 2712 2519 232 594 193 413 1925 120 1859 175 201 1658 993 665 219 181 446 238 110 883 154 127 129 122 111
is_linear=0
shrinkage=0.0032998


Tree=6917
num_leaves=13
num_cat=0
split_feature=10 10 16 16 16 4 160 151 49 1443 13 151
split_gain=0.23566 0.235918 0.159188 0.130856 0.129438 0.115887 0.129082 0.120901 0.157109 0.107839 0.0539875 0.0536477
threshold=-1.0000000180025095e-35 -0.16262499999999996 -0.54752499999999993 -0.52541999999999989 -0.47730499999999992 0.2642250000000001 -0.06146999999999999 0.067425000000000013 -0.081629999999999994 1.0000000180025095e-35 -0.081659999999999996 -0.012264999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 10 7 -7 8 11 -10 -5 -6
right_child=2 -3 3 4 5 6 -8 -9 9 -11 -12 -13
leaf_value=0.0058440095935695562 0.013779294863143519 -0.0071981395399678726 -0.0035280637258496244 0.014054720568361555 0.0015440633644412871 0.0063077357395552452 -0.0039954328683249269 0.010676381918186909 0.0048695275143421151 -0.0019192177870011578 0.00640331017407751 -0.005693815429564297
leaf_weight=65 52 99 58 54 65 54 95 89 2140 68 53 52
leaf_count=65 52 99 58 54 65 54 95 89 2140 68 53 52
internal_value=0 -0.00201804 0.00453944 0.00436265 0.00453473 0.00429412 -0.000249341 0.0045753 0.00434098 0.00465964 0.0102816 -0.00165742
internal_weight=0 164 2780 2728 2670 2563 149 2414 2325 2208 107 117
internal_count=2944 164 2780 2728 2670 2563 149 2414 2325 2208 107 117
is_linear=0
shrinkage=0.16829


Tree=6918
num_leaves=18
num_cat=0
split_feature=10 49 16 16 1209 13 133 160 159 159 160 48 13 15 4 160 15
split_gain=0.162993 0.179556 0.130654 0.110033 0.103255 0.110782 0.170907 0.134317 0.0892394 0.181561 0.0954914 0.0908802 0.129513 0.0674334 0.0705102 0.0520792 0.0345938
threshold=-1.0000000180025095e-35 -0.0087399999999999995 -0.074029999999999999 -0.54752499999999993 -0.084394999999999984 0.032645000000000007 -0.0081099999999999974 -0.06146999999999999 -0.085534999999999986 -0.041644999999999995 -0.059339999999999997 0.12011000000000001 -0.14258499999999999 -0.040769999999999994 -0.092854999999999979 -0.12602499999999997 -0.067614999999999995
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 8 -7 -8 10 -10 15 12 -11 -9 -15 16 -6
right_child=3 2 -4 4 5 6 7 13 9 11 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.0095220123356629105 0.0114603804326978 -0.0032767898821688614 0.0083755461407841493 0.010217970733962068 0.0036435680049410287 -0.0052271104860408387 0.009411879041264351 -0.0036820674670846082 -0.0053994456733931643 0.0088231266915313172 0.012054192168485555 -0.0019232559305268641 0.0036526434694622721 0.00028420596057693147 0.006987685528114052 0.00096458398016921335 0.009401943700173384
leaf_weight=55 52 57 52 66 54 97 69 64 62 150 73 74 1687 130 68 65 69
leaf_count=55 52 57 52 66 54 97 69 64 62 150 73 74 1687 130 68 65 69
internal_value=0 -0.00167658 0.00226564 0.00377571 0.00362857 0.00346453 0.000978615 0.00280264 0.00393998 0.00355124 0.00687176 0.00384257 0.00407582 0.00105518 0.00259548 0.00484988 0.00688848
internal_weight=0 164 109 2780 2728 2662 428 331 2234 1973 261 1911 1837 262 198 188 123
internal_count=2944 164 109 2780 2728 2662 428 331 2234 1973 261 1911 1837 262 198 188 123
is_linear=0
shrinkage=0.16829


Tree=6919
num_leaves=17
num_cat=0
split_feature=51 16 48 51 1375 474 159 13 4 1455 13 11 4 16 16 4
split_gain=0.0919309 0.167531 0.179909 0.177907 0.141774 0.139044 0.207312 0.176151 0.179116 0.113408 0.101327 0.0872612 0.118396 0.115537 0.192457 0.113443
threshold=-0.40775499999999992 0.0048000000000000013 0.092150000000000024 0.043405000000000006 -0.095554999999999987 0.089165000000000008 0.08894500000000001 -0.081849999999999992 -0.018664999999999998 -1.0000000180025095e-35 -0.073514999999999983 0.080455000000000013 -0.10701499999999999 -0.0057949999999999989 -0.041434999999999993 -0.0021099999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 5 -2 6 7 -3 -9 -6 -7 12 -11 14 -14 -15
right_child=1 2 -4 -5 9 10 -8 8 -10 11 -12 -13 13 15 -16 -17
leaf_value=0.0078609588909885481 0.010945780250182741 0.0084895968726968977 -0.0068949886794987952 0.0097345823293976032 0.0098032339895306516 0.00056002827977914697 -0.010429525811787257 0.00066737545240084552 -0.010272828731222792 -0.0038294852592637009 0.010214687973494519 0.0082367483136894706 0.0034236545345000678 0.0036501759937313748 -0.0012589459366338703 0.013728073166470359
leaf_weight=102 69 63 84 65 71 63 58 228 52 75 61 85 1436 78 300 54
leaf_count=102 69 63 84 65 71 63 58 228 52 75 61 85 1436 78 300 54
internal_value=0 0.00270857 0.000388204 0.00142818 0.00342911 0.000396345 -0.00112293 0.000445537 -0.00135796 0.00318116 0.00532399 0.00294843 0.00271616 0.00297993 0.00261341 0.00778656
internal_weight=0 2842 674 590 2168 525 401 343 280 2099 124 2028 1943 1868 1736 132
internal_count=2944 2842 674 590 2168 525 401 343 280 2099 124 2028 1943 1868 1736 132
is_linear=0
shrinkage=0.16829


Tree=6920
num_leaves=28
num_cat=0
split_feature=1 52 1 12 49 1 12 49 39 0 0 0 12 123 49 13 13 14 0 49 13 49 13 0 0 13 130
split_gain=13.18 2.03436 1.44572 1.51084 1.05143 1.39795 0.743398 0.654201 0.548169 0.419976 0.334855 0.331762 0.191523 0.177153 0.497643 0.405968 0.175343 0.260148 0.186218 0.415274 0.245649 0.143131 0.152321 0.116509 0.0675623 0.059678 0.0310441
threshold=0.10509 -0.40011499999999994 0.13662500000000002 0.090805000000000011 -0.026279999999999998 0.084675000000000014 0.096990000000000007 -0.084784999999999985 0.0047850000000000011 -0.069414999999999991 -0.050704999999999993 -0.06563999999999999 0.085905000000000023 0.081180000000000016 -0.0069299999999999995 -0.062109999999999992 0.041960000000000004 0.064610000000000015 -0.099704999999999974 0.082820000000000019 -0.0079349999999999993 0.10470500000000001 0.022635000000000006 -0.080324999999999994 -0.068669999999999995 -1.0000000180025095e-35 0.011480000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 13 5 12 8 -7 16 -5 21 -4 -1 14 -3 -15 17 18 19 -6 -20 22 24 -18 -8 -16 -24
right_child=1 2 11 9 6 7 10 -9 -10 -11 -12 -13 -14 15 25 -17 23 -19 20 -21 -22 -23 26 -25 -26 -27 -28
leaf_value=0.0012660901455408789 0.0011325544521190488 0.00077313194723266593 0.00043590253085206522 0.0011441609039384334 0.0008975674948663592 0.00095781316874915686 0.0012145990875513551 0.00047986998917628175 0.00090116313063434348 0.00073809748315419867 0.00076591533097556687 0.00013450423578537148 0.0010186628414188699 0.00057472437654115414 0.00034822121416970087 0.00018736978232882393 0.0011857302719587438 0.0014253330584136853 0.0011767460250551381 0.0012550599970804538 0.0012951786901956935 0.00089563387635169332 0.00092283899072908887 0.00097714385651309719 0.00105834364610483 0.00050251197029602959 0.0010468690801899441
leaf_weight=75 67 79 69 60 74 53 88 77 79 53 55 95 67 69 53 52 53 53 1033 70 243 57 52 74 54 62 54
leaf_count=75 67 79 69 60 74 53 88 77 79 53 55 95 67 69 53 52 53 53 1033 70 243 57 52 74 54 62 54
internal_value=0 0.000587117 0.000525328 0.000626328 0.00111628 0.000922893 0.00114206 0.000674995 0.00117136 0.000954018 0.0010053 0.000261527 0.00114959 0.000508664 0.000570924 0.000408549 0.00118468 0.00119502 0.0011864 0.00107159 0.00119933 0.00104835 0.0010833 0.00106447 0.00115543 0.00043171 0.000986357
internal_weight=0 659 592 428 2311 272 2039 130 1679 113 360 164 142 315 194 121 1600 1473 1420 144 1276 305 248 127 142 115 106
internal_count=2970 659 592 428 2311 272 2039 130 1679 113 360 164 142 315 194 121 1600 1473 1420 144 1276 305 248 127 142 115 106
is_linear=0
shrinkage=0.0032998


Tree=6921
num_leaves=14
num_cat=0
split_feature=2 15 15 1 2 2 160 1 457 51 2 1 1213
split_gain=0.191327 0.174195 0.154903 0.152747 0.198732 0.152517 0.116927 0.134611 0.204348 0.187436 0.121807 0.204216 0.100716
threshold=0.13554000000000002 -0.50173499999999993 -0.076929999999999985 0.13535500000000003 -0.10238999999999998 0.14938500000000002 -0.53420999999999996 0.094775000000000012 0.041935000000000007 -0.021154999999999997 0.084605000000000014 0.079805000000000015 -0.088064999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -3 -2 -6 10 9 -9 11 -8 -12
right_child=2 3 -4 -5 6 -7 7 8 -10 -11 12 -13 -14
leaf_value=-0.0060911295385082552 -0.0043758446067285531 -0.0063005857733254254 -0.0077633410450668469 0.011696897449648982 -0.0027674735290769401 0.007146089824688201 -0.0027015384510306836 0.0074171142277679528 -0.0065266247191032335 0.00010666459777175787 0 0.0043067344427141678 0.00521132318061082
leaf_weight=60 65 65 88 57 92 65 185 145 86 317 114 323 1308
leaf_count=60 65 65 88 57 92 65 185 145 86 317 114 323 1308
internal_value=0 0.0028672 -0.00230784 0.00306753 0.00288018 0.0013713 0.00311308 0.00333213 0.00100001 0.00240496 0.00399338 0.00175097 0.0047932
internal_weight=0 2752 218 2692 2635 130 2570 2478 548 462 1930 508 1422
internal_count=2970 2752 218 2692 2635 130 2570 2478 548 462 1930 508 1422
is_linear=0
shrinkage=0.16829


Tree=6922
num_leaves=24
num_cat=0
split_feature=1 2 12 4 40 51 2 12 4 457 1 3 2 3 12 42 1 2 4 40 402 3 12
split_gain=9.61385 1.52615 1.40319 1.05621 0.630819 0.435755 0.40569 0.283361 0.459252 0.374425 0.448143 0.245934 0.234287 0.253124 0.230743 0.339149 0.214487 0.189448 0.17338 0.169259 0.14021 0.0895433 0.074028
threshold=0.10509 0.14253500000000002 0.090805000000000011 0.27020000000000005 -0.034699999999999988 -0.06533499999999999 0.12336000000000001 0.093125000000000013 -0.5055599999999999 0.08351500000000002 0.081540000000000015 0.3148450000000001 -0.032374999999999994 0.090170000000000014 0.10713500000000002 0.09087000000000002 0.084815000000000015 0.097695000000000018 0.036605000000000006 -0.061244999999999994 0.085200000000000012 0.13772500000000001 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
left_child=3 2 5 4 16 -2 7 8 -6 17 -11 -3 -7 19 15 -4 -1 -10 20 -14 22 -15 -9
right_child=1 11 14 -5 6 12 -8 18 9 10 -12 -13 13 21 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00080877169638296172 0.00063413162590407555 0.0002467726839377822 0.0010366034488226848 0.00046022838824780134 0.0012511020913428786 0.00015509201485883371 0.00066824504639044816 0.0010279878301357782 0.00094818872455427528 0.00094109478907294084 0.00053444593344901289 -4.7219323144379293e-05 0.00040628406000047212 0.00060502494707741618 0.00060357257519086827 0.00067528325475876177 0.00051023134252549927 0.0010882167863616561 0.00070843704819418846 0.00015343968110099164 0.00072998846117043029 0.00041149026338502064 0.00089280559161944656
leaf_weight=55 73 74 57 58 56 56 66 55 1250 70 52 53 62 55 63 58 52 119 68 55 55 53 355
leaf_count=55 73 74 57 58 56 56 66 55 1250 70 52 53 62 55 63 58 52 119 68 55 55 53 355
internal_value=0 0.000449179 0.000526787 0.000901128 0.000912462 0.000406404 0.000924834 0.000932958 0.000955788 0.000944673 0.000768058 0.000123806 0.000347118 0.000394755 0.000766002 0.000854679 0.000664016 0.000960386 0.000866631 0.000287727 0.000889688 0.000510376 0.000911026
internal_weight=0 659 532 2311 2253 354 2146 2080 1547 1491 122 127 281 225 178 115 107 1369 533 117 465 108 410
internal_count=2970 659 532 2311 2253 354 2146 2080 1547 1491 122 127 281 225 178 115 107 1369 533 117 465 108 410
is_linear=0
shrinkage=0.0032998


Tree=6923
num_leaves=19
num_cat=0
split_feature=4 2 483 1 3 0 14 2 1 4 12 11 4 2 0 2 16 4
split_gain=0.239123 0.169116 0.150184 0.145253 0.159878 0.138959 0.129878 0.183743 0.154751 0.249394 0.212789 0.120706 0.115523 0.100299 0.0950719 0.108157 0.0858817 0.0542098
threshold=0.31392000000000003 0.14253500000000002 0.085850000000000024 0.10877000000000002 -0.0096849999999999974 -0.088659999999999989 0.081390000000000004 0.11280000000000003 0.10509 0.055765000000000002 0.091735000000000025 0.079225000000000004 -0.50139499999999992 0.12068000000000001 -0.090394999999999989 0.089745000000000005 -0.42170999999999997 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -2 16 -6 7 8 11 10 -10 12 -1 17 -4 -16 -5 -9
right_child=3 -3 14 4 5 -7 -8 13 9 -11 -12 -13 -14 -15 15 -17 -18 -19
leaf_value=0.010508617308909517 -0.0095083528896831217 -0.0041106408717959033 0.012647314561795107 0.0096816210943525532 0.00010119979898590269 -0.010486813283650111 -0.0052445604180913164 0.0075388619408738788 -0.012224605213659189 0.0061685638758278384 0.0011326263422049322 -0.0037844208112856113 0.0032685399752364892 0.0038425488163699416 0.0012575637532259193 0.010046331446429224 0.0002824463512098533 0.015122317904298953
leaf_weight=65 55 86 72 54 103 53 52 52 71 76 64 66 1739 86 88 73 57 58
leaf_count=65 55 86 72 54 103 53 52 52 71 76 64 66 1739 86 88 73 57 58
internal_value=0 0.0032204 0.00346718 -0.00163303 -4.0479e-06 -0.00348449 0.00305834 0.00324874 0.00278348 -0.00153107 -0.00587898 0.00327127 0.0035304 0.00817943 0.00754613 0.00525369 0.0048712 0.0115537
internal_weight=0 2648 2562 322 267 156 2329 2277 2081 211 135 1870 1804 196 233 161 111 110
internal_count=2970 2648 2562 322 267 156 2329 2277 2081 211 135 1870 1804 196 233 161 111 110
is_linear=0
shrinkage=0.16829


Tree=6924
num_leaves=25
num_cat=0
split_feature=44 12 403 12 13 49 13 2 2 12 3 1 52 13 3 160 42 1186 159 43 12 43 52 2
split_gain=0.151692 0.182655 0.212973 0.200581 0.184033 0.156147 0.145335 0.144664 0.141425 0.217892 0.133111 0.154808 0.123024 0.107094 0.311833 0.139994 0.0827518 0.0699284 0.0697615 0.0566209 0.0624353 0.0513032 0.0473063 0.0141579
threshold=0.081710000000000019 0.084130000000000024 -0.056304999999999987 0.093125000000000013 -0.13226499999999999 0.114915 -0.065539999999999987 -0.087809999999999985 0.087035000000000015 0.10266500000000002 -0.15105999999999997 0.093390000000000015 -0.069499999999999992 -0.18997999999999995 0.11391500000000002 -0.13024499999999997 0.10356500000000002 0.062030000000000009 0.082975000000000007 -0.095674999999999982 0.08598500000000002 -0.06705499999999999 -0.53896499999999992 0.087815000000000018
decision_type=2 2 2 2 2 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 12 -4 9 -8 -3 17 -6 -9 15 -15 21 19 22 23 -21 -14 -10 -12
right_child=-2 3 5 4 6 -7 8 13 18 -11 11 -13 16 14 -16 -17 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=-0.0080958514060010447 0.011086646295642343 0.012588073376996255 -0.0068362462369802946 -0.0087225319980127752 -0.0015309336544054551 -0.0070667785600124523 -0.012667847804910055 0.0075254386523503141 0.0052272193527253827 0.00086638321753210862 0.0064350972254664084 -0.0049344217088132993 0.0078993775594789623 -0.0048869871613946049 -0.0088684473384924873 0.0036243216684283546 0.012851981236143131 -0.0014184801151755 0.0073360933788371024 0.0065769993055504097 0.0034476425566930548 0.0010458255220410005 -0.00015401062912021756 0.010469735026209546
leaf_weight=81 54 54 54 52 60 64 56 93 56 84 53 52 71 61 74 520 53 54 54 254 644 56 263 53
leaf_count=81 54 54 54 52 60 64 56 93 56 84 53 52 71 61 74 520 53 54 54 254 644 56 263 53
internal_value=0 0.00207648 0.000153918 0.00300023 0.000954896 0.000927622 0.00162558 0.00156782 2.28952e-05 -0.00453448 0.00441319 0.00401388 0.00504382 0.00217693 0.00141478 0.00272762 0.00724539 0.00445538 0.00173825 0.00477309 0.00433478 0.00489149 0.000785025 0.00846937
internal_weight=0 2916 947 1969 805 866 753 802 513 140 1164 1110 240 748 655 581 180 1058 373 1004 898 127 319 106
internal_count=2970 2916 947 1969 805 866 753 802 513 140 1164 1110 240 748 655 581 180 1058 373 1004 898 127 319 106
is_linear=0
shrinkage=0.16829


Tree=6925
num_leaves=10
num_cat=0
split_feature=15 33 10 157 124 43 48 1446 47
split_gain=0.167863 0.10535 0.102821 0.0982274 0.0811975 0.0857746 0.0814494 0.160798 0.143777
threshold=0.12625000000000003 0.084300000000000014 -1.0000000180025095e-35 0.121715 0.0049200000000000008 0.50772000000000006 0.091125000000000025 0.10324000000000001 0.09772500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -8
right_child=-2 -3 3 -5 -6 -7 8 -9 -10
leaf_value=-0.0027583735987912823 0.0095225565882961181 0.009709034989983099 0.0029527646311292006 -0.0032226139084659176 -0.0030789618831100719 0.0096263529724004131 -0.0029356216738366872 0.012179832519000689 0.0045989394582960814
leaf_weight=103 103 58 2143 78 64 54 172 55 123
leaf_count=103 103 58 2143 78 64 54 172 55 123
internal_value=0 0.00259959 0.00245126 0.00265147 0.00282764 0.00297677 0.00283201 0.00318447 0.000199817
internal_weight=0 2850 2792 2689 2611 2547 2493 2198 295
internal_count=2953 2850 2792 2689 2611 2547 2493 2198 295
is_linear=0
shrinkage=0.16829


Tree=6926
num_leaves=20
num_cat=0
split_feature=10 2 41 13 41 47 4 1 156 4 13 47 51 52 393 1 151 1212 4
split_gain=0.111801 0.10057 0.173087 0.267443 0.138348 0.132904 0.15105 0.254775 0.267085 0.187547 0.125223 0.133686 0.135434 0.124134 0.113318 0.10654 0.110723 0.103131 0.0786258
threshold=-0.16262499999999996 0.08895500000000002 1.0000000180025095e-35 -0.094609999999999986 0.077915000000000012 0.09772500000000002 -0.048309999999999992 0.086860000000000007 0.092060000000000017 -0.081864999999999979 -0.10373499999999998 0.094160000000000008 0.090050000000000005 0.069415000000000018 0.093575000000000019 0.12257000000000003 -0.088854999999999976 0.088085000000000011 -0.010909999999999998
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 10 6 7 9 -9 -5 -2 12 14 -3 17 16 -8 -12 -13
right_child=1 2 -4 5 -6 -7 15 8 -10 -11 11 18 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0096248995453081538 0.010568329217002988 -0.002481795396319729 0.0080590438498223758 -0.005625573608150039 -0.004195019275161747 0.0081997227344698023 0.0073324302512137026 0.018317860163367755 0.0020572742168121073 0.0036768452505347212 0.0035711154245969563 0.0035131966919353563 0.011699794067701889 -0.012667683271288525 0.010618514675636447 -0.007739953813093471 -0.00066926026441211403 -0.0014135841469982945 -0.0043091906958374875
leaf_weight=59 68 99 96 87 69 79 54 58 57 208 981 57 58 52 58 54 526 133 100
leaf_count=59 68 99 96 87 69 79 54 58 57 208 981 57 58 52 58 54 526 133 100
internal_value=0 0.00221489 0.00116646 0.000645672 0.00315619 0.00154105 0.00103546 0.00355331 0.0102739 0.00092733 0.00350604 0.00315851 0.0037492 -0.00600142 0.00335421 -0.000589964 7.26272e-05 0.00297438 -0.00145777
internal_weight=0 2894 1370 1274 1524 1123 1044 410 115 295 1455 1387 1230 151 1172 634 580 1114 157
internal_count=2953 2894 1370 1274 1524 1123 1044 410 115 295 1455 1387 1230 151 1172 634 580 1114 157
is_linear=0
shrinkage=0.16829


Tree=6927
num_leaves=21
num_cat=0
split_feature=1 3 12 4 14 1 3 43 3 3 4 474 42 4 3 51 4 43 1 150
split_gain=5.44501 1.22484 0.801788 0.636811 0.399739 0.290292 0.24153 0.22686 0.226189 0.276038 0.219645 0.180345 0.174275 0.337022 0.206619 0.204889 0.165525 0.105828 0.099448 0.0945558
threshold=0.11156000000000001 -0.063264999999999988 -0.087789999999999993 0.31392000000000003 0.073890000000000011 0.094775000000000012 -0.073614999999999986 -0.073079999999999992 0.31351000000000001 0.12745000000000004 0.061835000000000008 1.0000000180025095e-35 0.086435000000000012 -0.4950449999999999 -0.14719499999999996 0.0045000000000000014 -0.072659999999999988 -0.018369999999999997 0.13300500000000001 0.077110000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 5 4 6 -1 12 18 9 -9 -2 16 13 -4 -15 17 -8 -14 -3 -18
right_child=1 7 3 -5 -6 -7 11 8 -10 -11 -12 -13 15 14 -16 -17 19 -19 -20 -21
leaf_value=0.00083470035525885485 0.0009449970304077083 0.00040691531359599595 0.0012335611199391016 0.00059019032988188048 0.0011627534808439095 0.0005167036730713148 0.00076245552623856075 0.0004517630558980222 0.00035575867132806927 0.00075971310818616648 0.00068102081379725404 0.00071085776050509083 0.0008903057949929445 0.00076379233521809906 0.00097521035478385107 0.00074968006382658255 0.00094591841790449857 0.0009837474318102992 0.0002070539682999252 0.00078930860981078787
leaf_weight=58 58 52 54 59 85 70 89 84 91 52 89 71 333 55 906 81 315 240 59 52
leaf_count=58 58 52 54 59 85 70 89 84 91 52 89 71 333 55 906 81 315 240 59 52
internal_value=0 0.000533681 0.000916325 0.000930272 0.000939053 0.000661071 0.000930379 0.000424094 0.000484131 0.000569768 0.000785414 0.000868014 0.00095005 0.000977568 0.000963147 0.000907287 0.000892406 0.000929505 0.000301 0.000923824
internal_weight=0 485 2468 2340 2281 128 2196 338 227 136 147 527 1669 1015 961 654 456 573 111 367
internal_count=2953 485 2468 2340 2281 128 2196 338 227 136 147 527 1669 1015 961 654 456 573 111 367
is_linear=0
shrinkage=0.0032998


Tree=6928
num_leaves=29
num_cat=0
split_feature=1 3 2 2 3 1 2 2 3 15 14 2 1456 15 12 2 15 15 15 49 12 474 133 12 3 3 133 133
split_gain=7.85089 2.40141 1.80614 0.865995 0.664411 0.70705 0.603864 0.480215 0.334278 0.297168 0.281156 0.313548 0.217906 0.184787 0.128545 0.120915 0.102377 0.125297 0.436638 0.115088 0.0952246 0.0947003 0.0840571 0.0728319 0.0644365 0.0568477 0.0709365 0.0534496
threshold=0.10910500000000002 -0.063264999999999988 0.094905000000000017 0.11543500000000002 -0.13827999999999999 0.08864000000000001 -0.0098549999999999974 0.14253500000000002 0.10166000000000001 -0.077474999999999988 0.073890000000000011 0.089795000000000014 0.081185000000000021 -0.46483499999999994 0.084130000000000024 0.10682000000000001 -0.10271999999999999 0.093185000000000004 -0.012189999999999998 0.097940000000000013 -0.053404999999999987 0.084710000000000021 0.086265000000000022 0.10621000000000001 -0.084899999999999989 -0.080234999999999987 0.092000000000000012 0.089400000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 15 16 -1 9 -7 13 11 12 21 -3 -13 -4 -6 18 19 -18 -9 22 -8 -19 -14 26 -16 -27
right_child=1 7 4 -5 5 8 10 20 -10 -11 -12 14 24 -15 25 -17 17 23 -20 -21 -22 -23 -24 -25 -26 27 -28 -29
leaf_value=0.00080055561883277961 0.0010881683520098681 0.00054377827029423228 0.0012272082072703864 0.00059824118987901757 0.0010269708242851715 0.00044229281854499242 0.0011089203089860503 0.00033427586891604679 0.00078459465599938849 0.00064729849242359163 0.0012853811232133084 0.00082482143495980504 0.0013038418169640873 0.00031782020574703076 0.0010196849238633657 0.00099774202801928115 0.000964301896956963 0.0010207489791372391 0.00055201864664613544 0.00081236127760178623 0.00013663616480547055 0.00098193418323788283 0.0010356706622247417 0.00085869917229333865 0.001146162215517519 0.00099198201215287417 0.0008641858865077271 0.0011510062171386027
leaf_weight=88 101 68 52 65 52 66 784 52 60 91 73 52 66 97 101 54 115 77 52 113 56 101 242 57 61 52 53 52
leaf_count=88 101 68 52 65 52 66 784 52 60 91 73 52 66 97 101 54 115 77 52 113 56 101 242 57 61 52 53 52
internal_value=0 0.000567445 0.00101098 0.000896542 0.000869082 0.000825771 0.00106838 0.000417265 0.000605573 0.000495235 0.00108276 0.00107328 0.00109674 0.000411156 0.000978249 0.00111064 0.000885233 0.000867345 0.000826668 0.000889153 0.000232122 0.00108187 0.00109168 0.00095208 0.00122838 0.00100904 0.000966398 0.00107183
internal_weight=0 530 2423 166 698 592 1725 364 126 256 1637 1564 1254 165 310 106 466 414 280 228 108 1127 1026 134 127 258 154 104
internal_count=2953 530 2423 166 698 592 1725 364 126 256 1637 1564 1254 165 310 106 466 414 280 228 108 1127 1026 134 127 258 154 104
is_linear=0
shrinkage=0.0032998


Tree=6929
num_leaves=15
num_cat=0
split_feature=50 16 14 15 48 0 48 3 16 34 0 14 50 16
split_gain=0.122058 0.145311 0.135443 0.137711 0.125907 0.115232 0.151339 0.20116 0.130962 0.121992 0.121749 0.124177 0.0965308 0.0637828
threshold=-0.041284999999999995 0.51783000000000012 -0.13131999999999996 -0.45371999999999996 0.13582000000000002 -0.058589999999999996 0.090135000000000007 -0.13117499999999996 0.15273500000000004 -0.079669999999999977 -0.087284999999999988 0.020750000000000005 -0.44847999999999993 0.041025000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 -2 5 9 7 -7 -9 -4 11 -11 -1 -12
right_child=1 -3 4 -5 -6 6 -8 8 -10 10 13 -13 -14 -15
leaf_value=0.0026761810787357377 0.0032791489880644297 0.010406092272950446 0.0114802390623885 0.015350863956753226 0.01063507370856644 0.0089288903053815569 -0.0079351381965108627 -0.0046153302346223441 0.0032659577755057329 0.0011558466743867896 0.0048655139642331605 0.007907865174324645 -0.0068268974011731392 0.0015360168924069069
leaf_weight=63 55 86 52 53 62 80 55 124 115 851 1018 85 58 196
leaf_count=63 55 86 52 53 62 80 55 124 115 851 1018 85 58 196
internal_value=0 0.00358429 0.00336999 0.00921987 0.00312981 0.00294847 0.000212209 0.00162256 -0.000815562 0.0034124 0.00321644 0.00177093 -0.00186417 0.00432945
internal_weight=0 2832 2746 108 2638 2576 374 319 239 2202 2150 936 121 1214
internal_count=2953 2832 2746 108 2638 2576 374 319 239 2202 2150 936 121 1214
is_linear=0
shrinkage=0.16829


Tree=6930
num_leaves=29
num_cat=0
split_feature=1 52 52 1 4 12 4 158 151 52 12 13 3 4 4 12 475 12 132 3 12 52 3 1 12 133 160 3
split_gain=13.9067 3.82936 1.57408 1.14311 1.10483 0.595332 0.599523 0.584202 0.581467 0.497648 0.433028 0.427683 0.382553 0.339355 0.325186 0.311322 0.301029 0.223056 0.221642 0.321897 0.248145 0.230858 0.180755 0.180119 0.162361 0.171233 0.0741545 0.0499983
threshold=0.10123500000000001 -0.42946499999999993 0.13759500000000005 0.13546500000000003 0.012315000000000001 -1.0000000180025095e-35 0.42642000000000008 0.078875000000000015 -0.065174999999999983 -0.00031999999999999992 -0.025219999999999996 -0.0094049999999999984 0.092005000000000017 -0.082509999999999986 0.10055500000000002 0.090805000000000011 -0.085719999999999977 0.087965000000000015 0.086470000000000005 -0.15624499999999999 0.091625000000000012 0.088250000000000009 -0.097574999999999981 0.11644500000000001 0.090455000000000021 -0.011334999999999998 -0.29136999999999996 -0.084524999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 12 11 8 9 -7 -6 -5 23 13 18 -11 -10 27 -9 19 -1 21 -21 -18 -3 25 -24 -26 -15
right_child=1 2 -4 10 7 6 -8 17 15 14 -12 -13 -14 16 -16 -17 22 -19 -20 20 -22 -23 24 -25 26 -27 -28 -29
leaf_value=0.0016149510049214587 0.0013382195587300872 0.00075405191342383076 0.0010559127807434159 0.00046770588750189441 0.00070563385010525745 0.00061129052487921237 0.0004522281612215951 0.0014236099193575334 0.00081457123539531375 0.0012017551490146462 0.00012415532637937676 0.00025691030613103914 0.0010422064738496624 0.0014918659345873435 0.0009265867109371443 0.0011600192758544098 0.0010583421085926675 0.0011124001852707412 0.0011513347748085985 0.0013397845180263773 0.0011829481211731363 0.0015825469515270661 0.0013553725012979791 0.0004851783681737576 0.0010776522040734796 0.0012347466295134603 0.0012046250230000216 0.0013344829982068493
leaf_weight=52 92 54 79 98 59 72 55 52 57 89 68 54 85 52 103 59 69 52 61 270 93 53 190 57 65 458 369 52
leaf_count=52 92 54 79 98 59 72 55 52 57 89 68 54 85 52 103 59 69 52 61 270 93 53 190 57 65 458 369 52
internal_value=0 0.000707608 0.000618708 0.000558474 0.00122865 0.000652489 0.000756637 0.00105927 0.000845506 0.0009725 0.000327187 0.000498894 0.0012608 0.0012712 0.00105432 0.000990577 0.00124127 0.00126834 0.00134212 0.00136691 0.00133582 0.00137973 0.00122568 0.000616299 0.00123632 0.00127017 0.00118569 0.00141351
internal_weight=0 745 653 574 2224 408 243 355 188 251 166 165 1869 1784 192 116 1255 104 529 468 416 323 1151 111 1082 648 434 104
internal_count=2969 745 653 574 2224 408 243 355 188 251 166 165 1869 1784 192 116 1255 104 529 468 416 323 1151 111 1082 648 434 104
is_linear=0
shrinkage=0.0032998


Tree=6931
num_leaves=10
num_cat=0
split_feature=49 3 3 40 1429 1429 52 158 133
split_gain=0.410773 0.30952 0.254925 0.179837 0.137103 0.171794 0.118402 0.197577 0.118523
threshold=-0.23591499999999996 0.41720500000000005 0.28833000000000003 0.0045850000000000005 -0.09168999999999998 -0.028114999999999998 0.084805000000000019 0.09908500000000002 -0.51026999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 8 -8 -7
right_child=1 -3 -4 -5 5 6 7 -9 -10
leaf_value=0.017343844773894251 0.010982759295107855 0.015414726492841939 -0.0072637318568130908 -0.0057999349157382644 -0.0059083256320999885 -0.0056652279601299279 0.0053801801570731722 -0.0041175541720627484 0.0024833158856426281
leaf_weight=56 60 54 73 67 62 52 804 67 1674
leaf_count=56 60 54 73 67 62 52 804 67 1674
internal_value=0 0.00278574 0.00254658 0.00280428 0.00301696 0.00283654 0.003046 0.00464752 0.00223678
internal_weight=0 2913 2859 2786 2719 2659 2597 871 1726
internal_count=2969 2913 2859 2786 2719 2659 2597 871 1726
is_linear=0
shrinkage=0.16829


Tree=6932
num_leaves=15
num_cat=0
split_feature=49 44 48 51 157 13 157 157 133 159 50 4 1213 1454
split_gain=0.284104 0.12944 0.199453 0.157458 0.181848 0.141345 0.124295 0.179357 0.176261 0.125521 0.111798 0.146077 0.0810963 0.0950936
threshold=-0.23591499999999996 0.081710000000000019 0.12036500000000001 -0.090939999999999979 -0.080299999999999996 -0.076179999999999984 -0.079594999999999985 -0.086244999999999988 0.046800000000000008 0.11848000000000002 -0.44847999999999993 -0.051789999999999996 0.11256000000000001 0.072345000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 8 -5 12 -7 -12 13 -8
right_child=1 -3 -4 6 5 10 9 -9 -10 -11 11 -13 -14 -15
leaf_value=0.014425052702546511 -0.0089374984995976778 0.010646616248059949 -0.0058592229696175632 0.0085025212238905683 0.0082521843099035395 0.0057766077953208704 0.0032551148102872561 0.013416803984827825 -0.0030875265896936049 -0.0037641562465651874 0.0028279884120819675 -0.0063463597312300056 -0.001876393484858704 -0.0028812389940471952
leaf_weight=56 64 52 85 83 60 57 1906 75 67 86 82 122 100 74
leaf_count=56 64 52 85 83 60 57 1906 75 67 86 82 122 100 74
internal_value=0 0.00231672 0.0021647 0.00241103 -0.000743818 0.000884217 0.00291978 0.00668936 0.00331366 0.00252737 -0.000802686 -0.00264982 0.00278837 0.00302487
internal_weight=0 2913 2861 2776 385 321 2391 225 150 2166 261 204 2080 1980
internal_count=2969 2913 2861 2776 385 321 2391 225 150 2166 261 204 2080 1980
is_linear=0
shrinkage=0.16829


Tree=6933
num_leaves=17
num_cat=0
split_feature=2 15 39 151 147 13 15 480 0 15 15 13 13 52 2 15
split_gain=7.65204 3.64059 1.81186 0.880161 0.80299 0.727812 1.16896 0.472229 0.45835 0.402462 0.510202 0.368372 0.357508 0.332015 0.251735 0.0885103
threshold=0.11466000000000001 -0.38214499999999996 0.055555000000000007 -0.039414999999999999 0.090425000000000019 -0.27740999999999993 -0.26361999999999991 -0.069294999999999982 -0.069414999999999991 -0.014669999999999997 -0.19153499999999998 -0.099244999999999986 -0.023739999999999997 -0.092084999999999986 0.14132000000000003 -0.053969999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 7 -5 -7 -3 -4 10 -9 -11 -12 -13 15 -8
right_child=3 2 8 5 -6 6 14 9 -10 11 12 13 -14 -15 -16 -17
leaf_value=0.00038267770976376436 0.00028533419306699126 0.0013913746740097312 0.00090552850557123446 0.00035515733569233855 0.00070394269734891162 0.0004405176865446386 0.00088148744306840328 0.0013382472848567735 0.00056049696967978282 0.00093121008993758811 0.0010807882053337394 0.001289428375673869 0.00092669550163162844 0.0011385535739553546 0.00069881450850067806 0.0010545708933546063
leaf_weight=83 82 69 101 68 52 99 79 64 73 82 499 192 251 1054 60 61
leaf_count=83 82 69 101 68 52 99 79 64 73 82 499 192 251 1054 60 61
internal_value=0 0.00106295 0.0010861 0.000595169 0.00111108 0.0006643 0.000734489 0.00112064 0.000760976 0.00111191 0.0010536 0.00114762 0.00102927 0.00116183 0.000879828 0.000957154
internal_weight=0 2520 2437 449 2263 367 299 2211 174 2142 814 1328 750 1246 200 140
internal_count=2969 2520 2437 449 2263 367 299 2211 174 2142 814 1328 750 1246 200 140
is_linear=0
shrinkage=0.0032998


Tree=6934
num_leaves=29
num_cat=0
split_feature=1 12 1 52 12 1 12 11 0 12 16 12 39 13 52 0 52 483 1 1 12 1447 52 0 52 402 0 13
split_gain=13.598 2.20154 1.33708 1.23104 1.14205 0.724309 0.624307 0.568723 0.501085 0.496586 0.542225 0.398921 0.328268 0.307302 0.299772 0.358217 0.304115 0.260527 0.255163 0.372595 0.201137 0.145753 0.133584 0.19752 0.187425 0.111358 0.0882058 0.123775
threshold=0.11121000000000002 0.056995000000000011 0.09258000000000001 -0.23682999999999996 0.09253500000000002 0.13546500000000003 0.091495000000000007 1.0000000180025095e-35 -0.10934999999999999 -1.0000000180025095e-35 -0.079854999999999982 -0.060304999999999991 0.085815000000000016 0.0024700000000000004 -0.54340999999999984 -0.031129999999999998 -0.40492999999999996 -0.046924999999999988 0.086115000000000011 0.078705000000000011 0.088825000000000015 -0.080344999999999986 0.084285000000000013 -0.075134999999999993 -0.072144999999999987 0.012085000000000002 -0.13165999999999997 -0.014114999999999997
decision_type=2 2 2 2 2 2 2 2 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 -2 7 6 26 8 -3 12 -11 -7 -4 18 -6 16 -16 -10 19 -1 21 -19 24 -24 -18 -22 -5 -28
right_child=3 4 9 5 14 11 -8 -9 17 10 -12 -13 -14 -15 15 -17 22 20 -20 -21 25 -23 23 -25 -26 -27 27 -29
leaf_value=0.0011385667197908237 0.0010441837088154108 0.00098702841698352739 0.00046063627110464969 0.0006241525275310773 0.001366238442345315 0.00053112963466913623 0.00089668327204413007 0.0015629106871872297 0.0014811550471503544 0.00073703815714241982 0.0012053603104630317 0.00020662029748371106 0.00082219163747192009 0.00093204688591026308 0.00090774082570533254 0.00085407767818640045 0.0013008139083345257 0.0011973526913575507 0.0010703891689282255 0.0015123847270100273 0.0011865300007585281 0.0013375568985267258 0.0013011058800992195 0.001109714894865446 0.0010786842740474025 0.0013443634079653409 0.00059722371486952265 0.00037086271949431538
leaf_weight=62 60 59 53 87 60 82 77 88 84 56 53 84 58 52 56 52 52 99 77 57 263 625 150 103 247 65 52 56
leaf_count=62 60 59 53 87 60 82 77 88 84 56 53 84 58 52 56 52 52 99 77 57 263 625 150 103 247 65 52 56
internal_value=0 0.00119813 0.000993994 0.000600283 0.00124581 0.000539394 0.000644395 0.00130503 0.00128601 0.000806203 0.000965078 0.000367132 0.000649874 0.00116044 0.00114024 0.00111964 0.0011423 0.00130151 0.00122085 0.00131792 0.00128713 0.00131843 0.00116603 0.00122333 0.00111743 0.00121792 0.000544593 0.000480178
internal_weight=0 2471 468 498 2003 438 272 1283 1195 220 109 166 111 248 720 660 608 1136 196 119 1052 724 552 253 299 328 195 108
internal_count=2969 2471 468 498 2003 438 272 1283 1195 220 109 166 111 248 720 660 608 1136 196 119 1052 724 552 253 299 328 195 108
is_linear=0
shrinkage=0.0032998


Tree=6935
num_leaves=19
num_cat=0
split_feature=4 4 1213 11 51 151 15 15 159 16 15 4 51 15 1213 0 12 42
split_gain=0.198505 0.169038 0.166863 0.159991 0.179003 0.169414 0.155899 0.148342 0.20821 0.189229 0.134285 0.140728 0.165761 0.109717 0.105311 0.103385 0.0975583 0.0814184
threshold=0.31392000000000003 -0.51843499999999987 -0.094174999999999995 0.090715000000000004 0.078960000000000016 0.087785000000000016 -0.19153499999999998 -0.19153499999999998 0.10610000000000001 -0.49057499999999993 -1.0000000180025095e-35 -0.0040999999999999986 0.108005 0.093185000000000004 0.073820000000000011 -0.06537999999999998 0.087470000000000006 0.086745000000000003
decision_type=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 -4 8 9 -2 11 16 -13 -12 -8 -11 -6 -3
right_child=7 2 3 -5 10 -7 14 -9 -10 15 13 12 -14 -15 -16 -17 -18 -19
leaf_value=0.01364058685969095 0.013474611090756589 0.013788513366661466 0.013826122372743254 0.012390201886851297 0.012657186974063926 -0.0047366126183181296 0.0040219551964708637 -0.0059538457708810128 -0.0051023435948628322 0.0067513364283432898 -0.0075847566906473854 -0.0059917537245239658 0.0053208640468198421 0.0020863639721609949 0.0082307835610252612 -0.00380139442305138 0.0025289214853052712 0.0059369332868142166
leaf_weight=57 57 74 52 63 52 55 1622 84 74 52 83 77 70 55 189 53 57 78
leaf_count=57 57 74 52 63 52 55 1622 84 74 52 83 77 70 55 189 53 57 78
internal_value=0 0.00456285 0.00435738 0.00401014 0.00378101 0.00445228 0.00472452 0.000113621 0.00228084 0.0056645 0.000508704 0.00279381 -0.000592571 -0.00371731 0.00446219 0.00140761 0.00737724 0.00977123
internal_weight=0 2584 2527 2375 2312 1918 1863 320 236 162 394 256 147 138 1811 105 109 152
internal_count=2904 2584 2527 2375 2312 1918 1863 320 236 162 394 256 147 138 1811 105 109 152
is_linear=0
shrinkage=0.16829


Tree=6936
num_leaves=21
num_cat=0
split_feature=4 2 123 3 2 4 3 14 0 0 2 52 2 2 402 0 4 51 3 0
split_gain=9.81196 3.93097 1.32002 0.833894 0.802437 0.540629 0.696062 0.351382 0.40901 0.284266 0.279036 0.231266 0.228911 0.226749 0.218214 0.179655 0.269514 0.169485 0.13901 0.127149
threshold=0.31392000000000003 0.12068000000000001 1.0000000180025095e-35 0.13772500000000001 0.153865 -0.078249999999999986 0.088880000000000015 -1.0000000180025095e-35 -0.105195 -0.06612999999999998 0.10656 0.10523 0.092250000000000013 0.086365000000000011 0.11184000000000001 -0.14820499999999998 0.0049450000000000006 0.078960000000000016 -0.04682999999999999 -0.11214999999999999
decision_type=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 9 10 15 -2 -9 -3 11 14 -8 -4 17 -7 18 -1 -17 -18
right_child=3 4 13 -5 -6 6 12 8 -10 -11 -12 -13 -14 -15 -16 16 19 -19 -20 -21
leaf_value=0.0014453136284127033 0.0010042860018774757 0.00080687673861640555 0.00086709856366177552 0.00040661177975785033 0.00051959906299730001 0.0015495864750657152 0.0012344100389831091 0.0009008419035725449 0.00057843987970704574 0.0011182806159788575 0.0012107320939264913 0.0016377753394872503 0.00092736562640305896 0.001151632680759211 0.0016470760923070382 0.0013901133386668143 0.0014080811221212981 0.0012839641471449003 0.0012089464754238151 0.0012372845127872365
leaf_weight=571 69 53 54 76 53 54 55 79 96 85 54 75 54 75 54 874 62 86 52 273
leaf_count=571 69 53 54 76 53 54 55 79 96 85 54 75 54 75 54 874 62 86 52 273
internal_value=0 0.00132218 0.00135857 0.000709377 0.000866113 0.00137712 0.00133761 0.000803537 0.000724183 0.000998939 0.00144404 0.00146002 0.00108262 0.0010328 0.00144122 0.00135872 0.00135052 0.00142425 0.00137998 0.001269
internal_weight=0 2584 2393 320 191 2264 1424 244 175 138 840 786 109 129 711 1315 1261 657 926 335
internal_count=2904 2584 2393 320 191 2264 1424 244 175 138 840 786 109 129 711 1315 1261 657 926 335
is_linear=0
shrinkage=0.0032998


Tree=6937
num_leaves=34
num_cat=0
split_feature=1 1 10 16 16 15 12 47 0 47 12 15 0 12 0 0 43 15 50 16 42 43 15 133 12 403 16 0 47 0 133 0 12
split_gain=17.6207 2.00409 1.41601 1.16577 0.959183 0.681131 0.634496 0.487025 0.531211 0.445201 0.319688 0.281934 0.272027 0.263033 0.246842 0.370768 0.221063 0.207836 0.200827 0.164259 0.150875 0.146466 0.117752 0.0887438 0.0736611 0.134909 0.068621 0.0649333 0.0640023 0.0569982 0.0450291 0.0876063 0.0386379
threshold=0.10509 0.12313000000000002 -0.063134999999999983 0.24100000000000002 -0.52541999999999989 0.039965000000000007 -0.042789999999999988 0.07906500000000001 -0.14680499999999999 1.0000000180025095e-35 0.088245000000000004 -0.040119999999999996 -0.072039999999999979 0.097060000000000021 0.10923000000000001 -0.068419999999999995 -0.051239999999999987 -0.14051999999999998 0.10786000000000001 -0.07964499999999998 -0.075609999999999997 -0.080064999999999983 0.091060000000000016 -0.0024649999999999997 0.089275000000000007 -1.0000000180025095e-35 -0.084294999999999995 -0.06952499999999999 0.10247000000000002 -0.094949999999999993 -0.067374999999999977 -0.085754999999999984 0.10682000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 9 -1 7 16 8 -6 11 19 21 -8 14 15 -10 -4 29 23 30 -15 -2 -21 24 -12 -26 -25 -28 -19 -9 -7 -32 -22
right_child=1 2 6 -5 5 10 12 17 13 -11 18 -13 -14 20 -16 -17 -18 28 -20 22 32 -23 -24 26 25 -27 27 -29 -30 -31 31 -33 -34
leaf_value=0.00085270698561965745 0.00045807034384027758 6.5786372577308987e-06 0.00027077123124458788 0.0012199787195639248 0.00098128503914536808 0.0014508145763764445 0.00057318884210249838 0.0015867805766588408 0.0012883616832395182 0.00097616663060370694 0.0012873368069752514 0.00087392871262102095 0.00089307210281227407 0.0012732130201966623 0.0014682704162020566 0.0010619900076971748 0.00056647489940830453 0.0013699306766757023 0.0011242183094530077 0.0016015096935739145 0.00099962505601234046 0.00067402112194728042 0.0014086257244748659 0.0011940719253680794 0.0015729244975012167 0.0013624026576007186 0.0013575790277274989 0.0012256650155444259 0.001204745491756819 0.001421917893396096 0.0012694092757774029 0.0014334252833932918 0.001130010281773832
leaf_weight=52 55 57 60 72 91 97 52 52 561 70 56 55 68 57 68 94 52 65 53 99 62 97 60 56 54 103 209 59 52 55 78 78 55
leaf_count=52 55 57 60 72 91 97 52 52 561 70 56 55 68 57 68 94 52 65 53 99 62 97 60 56 54 103 209 59 52 55 78 78 55
internal_value=0 0.000676708 0.000473196 0.000845132 0.00129765 0.00130808 0.000587687 0.00125512 0.00122333 0.000747572 0.00137212 0.000670099 0.00075475 0.00124785 0.00127595 0.00125593 0.000408377 0.00139516 0.00132215 0.00144359 0.00113087 0.000596113 0.00152894 0.00134162 0.00139637 0.00143504 0.00130551 0.00132867 0.00129682 0.00150237 0.0013898 0.00135164 0.00106122
internal_weight=0 638 289 349 2266 2214 232 1212 988 277 1002 207 120 897 723 655 112 224 590 412 174 152 159 537 213 157 324 268 117 107 253 156 117
internal_count=2904 638 289 349 2266 2214 232 1212 988 277 1002 207 120 897 723 655 112 224 590 412 174 152 159 537 213 157 324 268 117 107 253 156 117
is_linear=0
shrinkage=0.0032998


Tree=6938
num_leaves=22
num_cat=0
split_feature=15 2 39 2 2 447 151 42 15 15 160 2 42 15 160 1456 43 43 42 2 43
split_gain=10.271 5.55096 2.31852 1.46203 0.913522 0.859448 0.810613 0.51913 0.486624 0.600872 0.469029 0.4561 0.437331 0.36368 0.614639 0.32906 0.225853 0.221769 0.193961 0.15442 0.148843
threshold=-0.26361999999999991 0.11231500000000001 0.0039300000000000003 0.15616000000000005 -0.007134999999999999 0.087430000000000022 -0.039414999999999999 0.089350000000000013 -0.18498499999999998 0.039965000000000007 -0.076219999999999996 0.096325000000000008 -1.0000000180025095e-35 0.091195000000000012 -0.015684999999999994 0.056145000000000007 -0.082204999999999986 -0.07138499999999999 0.084725000000000009 0.12141500000000001 -0.025079999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 5 6 -4 8 -3 12 -2 15 -1 -6 -8 14 -11 17 -15 -10 -17 -9 -12
right_child=1 3 4 -5 11 -7 7 19 9 13 20 -13 -14 16 -16 18 -18 -19 -20 -21 -22
leaf_value=0.00062139885616660745 0.0015736840426482316 0.00053264549354790555 0.00048288978746561313 0.00032313617846111667 0.0012217714443352229 0.00084324340286372386 0.0010493091009458268 0.0012549905842034717 0.0012175808150622228 0.0016915809388470377 0.00019102719615844224 0.00078975577795112838 0.00069009330368060488 0.0010684469653219288 0.0013250725036011361 0.0014589009215744601 0.0012694082575997166 0.0011125482791060615 0.0011985999799548213 0.0010006709511908715 0.00040664989598903625
leaf_weight=89 52 61 54 62 55 57 62 56 498 56 61 53 94 79 518 76 312 415 57 53 84
leaf_count=89 52 61 54 62 55 57 62 56 498 56 61 53 94 79 518 76 312 415 57 53 84
internal_value=0 0.00115366 0.00121573 0.000788513 0.000834574 0.00124484 0.000876912 0.000956025 0.00125591 0.00124768 0.00043242 0.00101009 0.000833084 0.00130745 0.00136089 0.00119251 0.00122889 0.00116988 0.00134761 0.00113165 0.000316183
internal_weight=0 2670 2282 388 162 2120 326 265 2063 2011 234 108 156 965 574 1046 391 913 133 109 145
internal_count=2904 2670 2282 388 162 2120 326 265 2063 2011 234 108 156 965 574 1046 391 913 133 109 145
is_linear=0
shrinkage=0.0032998


Tree=6939
num_leaves=25
num_cat=0
split_feature=1 4 3 3 1 4 1 52 1 15 47 16 12 16 11 4 4 11 16 15 52 483 12 3
split_gain=7.43449 1.60765 1.18025 0.805002 0.612516 0.474568 0.469713 0.378489 0.324338 0.317716 0.311422 0.409687 0.37611 0.252917 0.239124 0.386111 0.228625 0.200842 0.154338 0.118456 0.108002 0.0994925 0.123478 0.0832012
threshold=0.10921500000000002 0.31392000000000003 -0.049204999999999992 -0.059315 0.087225000000000011 0.41377500000000006 1.0000000180025095e-35 -0.092084999999999986 0.12000500000000001 -0.052239999999999988 0.096770000000000009 -0.11082499999999999 -0.085124999999999992 -0.0093249999999999982 1.0000000180025095e-35 -0.10701499999999999 0.054720000000000012 0.08235000000000002 -0.28430999999999995 -0.053969999999999997 -0.023474999999999996 0.10583500000000001 0.098085000000000019 -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 3 5 14 6 19 9 -6 20 -5 11 12 -10 23 15 -1 21 -16 -18 -2 -4 22 -17 -9
right_child=2 -3 8 4 7 -7 -8 13 10 -11 -12 -13 -14 -15 17 16 18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00061652547231861806 0.00085841385133896128 0.00029748107057854804 0.00036016683524152696 0.00089011064717936256 0.00085128810905133465 0.00039046658775853077 0.0010763350988593572 0.00053144909318649511 0.00052396002285397193 0.00059186831704857485 0.00047810290547256585 1.8684572680083659e-05 0.00013990870995674888 0.0003444862187268536 0.0011896510534318268 0.00091742704738081461 0.00090312345841618243 0.00093712934743668888 0.00069736428214344198 0.00064417930888935554 0.00057079996196987624 0.0010470822232226203 0.00082693382044598553 0.00072170033050247275
leaf_weight=56 67 55 54 89 55 54 75 53 53 71 52 86 59 53 54 1227 69 103 101 52 55 59 200 52
leaf_count=56 67 55 54 89 55 54 75 53 53 71 52 86 59 53 54 1227 69 103 101 52 55 59 200 52
internal_value=0 0.000856037 0.000424274 0.00086928 0.000743198 0.000648362 0.000859737 0.000614458 0.000316189 0.000757986 0.000250394 0.000190413 0.000321962 0.000531794 0.000899483 0.000888025 0.000897185 0.00102421 0.000781086 0.000765095 0.000466773 0.000910443 0.000904769 0.000626004
internal_weight=0 2372 532 2317 448 173 235 213 359 160 250 198 112 158 1869 1712 1656 157 170 119 109 1486 1427 105
internal_count=2904 2372 532 2317 448 173 235 213 359 160 250 198 112 158 1869 1712 1656 157 170 119 109 1486 1427 105
is_linear=0
shrinkage=0.0032998


Tree=6940
num_leaves=28
num_cat=0
split_feature=1 1 12 12 12 1 3 3 160 43 43 3 10 3 12 12 483 3 52 1 1 12 133 130 52 52 52
split_gain=19.3963 2.98534 2.15324 2.0005 1.20391 1.08697 0.869947 0.556054 0.410837 0.3998 0.392044 0.399757 0.387975 0.346653 0.302278 0.288998 0.284872 0.250261 0.248447 0.225838 0.206434 0.171979 0.146537 0.11752 0.103282 0.0915819 0.135036
threshold=0.10921500000000002 0.13662500000000002 0.056995000000000011 0.089585000000000012 0.093125000000000013 0.092395000000000019 -0.005644999999999999 -0.15415499999999996 -0.35906499999999991 -0.08076499999999999 -0.069434999999999983 0.088880000000000015 -0.020369999999999996 0.143375 -0.042789999999999988 0.098785000000000012 0.096520000000000009 0.0048000000000000013 -0.054584999999999995 0.121715 0.090905000000000014 0.11878500000000002 -0.054584999999999995 -0.072754999999999986 0.27203000000000005 -0.54159499999999994 0.0030150000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 9 7 10 -7 -4 -6 -2 -1 17 -3 19 -14 -5 20 -12 -8 -11 23 22 -10 -9 -25 -24 -27
right_child=1 12 4 15 8 6 18 16 21 13 11 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 25 24 -26 26 -28
leaf_value=0.0010265731461090075 0.00038481688971114608 4.4153555220132364e-05 0.0017349872563405802 0.0013348751198230678 0.0010381911618362872 0.00065895085845181685 0.0012932574666831463 0.0012967139625942217 0.0014482847723562686 0.00093042094733101653 0.0013185703328357616 0.0011439077299706325 0.0002133232196971036 0.00050353811598498094 0.0005591613262861026 0.0010114461458678808 0.0012143295461054442 0.0016270132244596569 0.00098587566948075229 0.00064333493764415315 0.0012773774930935769 0.0011446361701314945 0.0014242469229341222 0.0014724653474170477 0.001330577244899988 0.0012250695585098669 0.0013556995989037683
leaf_weight=52 54 53 71 54 72 72 52 52 92 72 61 65 55 61 56 72 64 58 68 53 79 68 60 987 65 221 156
leaf_count=52 54 53 71 54 72 72 52 52 92 72 61 65 55 61 56 72 64 58 68 53 79 68 60 987 65 221 156
internal_value=0 0.000647468 0.00134471 0.000813297 0.00139051 0.00113196 0.000946895 0.00144858 0.00127607 0.000636203 0.00128238 0.00135448 0.000277173 0.000708996 0.000388117 0.00115034 0.00143225 0.0014692 0.00111937 0.000808978 0.00144401 0.00130469 0.0013252 0.0014559 0.00146373 0.00129921 0.00127922
internal_weight=0 530 2415 366 1987 428 192 1318 669 240 236 184 164 186 111 126 1247 119 120 125 1183 597 529 1104 1052 437 377
internal_count=2945 530 2415 366 1987 428 192 1318 669 240 236 184 164 186 111 126 1247 119 120 125 1183 597 529 1104 1052 437 377
is_linear=0
shrinkage=0.0032998


Tree=6941
num_leaves=25
num_cat=0
split_feature=1 1 4 12 12 1 10 12 15 0 15 0 1 3 4 133 475 15 0 3 15 1 15 3
split_gain=14.8648 2.56069 1.35013 1.10171 1.0799 1.09632 0.837487 0.588808 0.608368 1.02577 0.530712 0.910952 0.453851 0.412486 0.393075 0.326689 0.284387 0.279834 0.275747 0.274629 0.239992 0.215963 0.11221 0.0965166
threshold=0.10932500000000002 0.13662500000000002 0.31392000000000003 0.089585000000000012 -1.0000000180025095e-35 0.092845000000000025 -0.063134999999999983 0.11878500000000002 0.039965000000000007 -0.11214999999999999 -0.11739999999999999 -0.099704999999999974 0.088965000000000002 0.14813000000000001 0.061835000000000008 0.08265500000000002 -0.0034549999999999993 0.11082500000000002 -0.11656999999999999 -0.097574999999999981 -0.086819999999999994 0.11417500000000001 -0.13843999999999998 -0.077054999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 5 20 -3 8 10 -10 18 12 -12 -8 -5 21 -13 19 -6 -11 -1 -2 -23 -19
right_child=1 6 -4 14 7 -7 13 -9 9 17 11 16 -14 -15 -16 -17 -18 23 -20 -21 -22 22 -24 -25
leaf_value=0.0013063056149294227 0.00079362689427273721 -0.00015241119060792053 0.00063463090353858798 0.0011112827863655307 0.0015162689547340243 0.00064040748906304761 0.00054058266707768298 0.00089869294002926112 0.0016161146497095707 0.0014366733343378374 0.001007340203414442 0.0012239444511882452 0.00060895594440401983 0.0001379343828229004 0.00073865401541513189 0.00035483111631916215 0.0010946591806402217 0.00096828104597722711 0.001212765120667561 0.0012227358027650844 0.00099022970240516465 0.00043942472568318997 0.00064974803298110885 0.0011524222976742381
leaf_weight=52 60 52 55 68 52 85 60 79 77 74 80 324 52 52 58 64 460 55 95 737 56 56 58 84
leaf_count=52 60 52 55 68 52 85 60 79 77 74 80 324 52 52 58 64 460 55 95 737 56 56 58 84
internal_value=0 0.000535838 0.00114714 0.000690124 0.00115906 0.000921688 0.000193184 0.00118016 0.00119078 0.0012484 0.00113508 0.00110531 0.000850668 0.000353953 0.000940035 0.000557671 0.00114813 0.00121856 0.00132037 0.0012423 0.00114274 0.000632076 0.00054674 0.00107981
internal_weight=0 528 2417 364 2362 193 164 2169 2090 1027 1063 916 132 112 126 238 784 950 147 811 108 174 114 139
internal_count=2945 528 2417 364 2362 193 164 2169 2090 1027 1063 916 132 112 126 238 784 950 147 811 108 174 114 139
is_linear=0
shrinkage=0.0032998


Tree=6942
num_leaves=22
num_cat=0
split_feature=1 52 52 1 3 4 3 4 123 13 51 16 4 3 10 160 3 13 16 13 158
split_gain=20.4952 6.12374 2.10189 1.54312 0.836917 1.27872 0.676506 0.983145 0.661657 0.551358 0.496983 0.462268 0.413819 0.354739 0.314756 0.27107 0.259906 0.527868 0.322621 0.186972 0.124739
threshold=0.10123500000000001 -0.24841999999999997 0.12484500000000003 0.13662500000000002 0.088880000000000015 -0.057674999999999997 -0.049204999999999992 0.31392000000000003 1.0000000180025095e-35 -0.14022999999999999 0.11178000000000002 0.55657000000000012 0.024470000000000002 -0.036264999999999992 -1.0000000180025095e-35 -0.031699999999999992 0.090170000000000014 -0.009244999999999998 -0.12653999999999996 0.25472500000000003 0.078875000000000015
decision_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 11 3 6 8 -6 7 -3 9 -1 12 -2 13 19 -5 -14 17 -8 -18 -11 -17
right_child=1 2 -4 14 5 -7 16 -9 -10 10 -12 -13 15 -15 -16 20 18 -19 -20 -21 -22
leaf_value=0.0017269262211775285 0.0012710537135833411 0.0011190153783540132 0.0010800112375998821 7.972509020306038e-05 0.0014679613161579842 0.00077858241991598533 0.00062743323592005069 0.00054460139055685121 0.0010694077278094228 0.0014506154439782486 0.0011845376574485594 0.0016994291015592347 0.0011316733134449771 0.0016820326926594788 0.00040000430808794678 0.0013152280762549309 0.00052753545012521551 0.00021027429041403265 0.00087624257590389473 0.0012480272531603322 0.0014966307960510648
leaf_weight=68 56 73 103 59 61 57 92 59 57 1467 93 56 69 73 78 134 64 52 54 54 66
leaf_count=68 56 73 103 59 61 57 92 59 57 1467 93 56 69 73 78 134 64 52 54 54 66
internal_value=0 0.000773997 0.00064824 0.000564422 0.00140708 0.00113525 0.000669374 0.000862537 0.00142247 0.0014324 0.00142214 0.00148556 0.00143399 0.00145439 0.000262331 0.00131291 0.000571921 0.000477037 0.000687412 0.00144345 0.00137527
internal_weight=0 746 634 531 2199 118 394 132 2081 2024 1956 112 1863 1594 137 269 262 144 118 1521 200
internal_count=2945 746 634 531 2199 118 394 132 2081 2024 1956 112 1863 1594 137 269 262 144 118 1521 200
is_linear=0
shrinkage=0.0032998


Tree=6943
num_leaves=25
num_cat=0
split_feature=4 12 51 2 51 15 132 13 47 12 0 43 2 43 4 0 0 48 4 12 0 48 2 15
split_gain=0.382013 0.20725 0.149243 0.173757 0.162015 0.224543 0.158194 0.164358 0.152653 0.23833 0.197986 0.146787 0.142631 0.127551 0.147779 0.115813 0.102992 0.100759 0.0972499 0.0941693 0.0874137 0.0527711 0.0362327 0.0500836
threshold=0.31392000000000003 1.0000000180025095e-35 0.095375000000000015 0.087975000000000012 0.022440000000000005 0.025430000000000005 -0.083284999999999984 -0.011694999999999999 0.096770000000000009 0.081685000000000021 -0.090939999999999979 -0.078039999999999984 0.099435000000000009 -0.046639999999999994 -0.080414999999999986 -0.062714999999999979 -0.067969999999999989 0.084705000000000016 -0.27577999999999997 -0.091174999999999992 -0.071379999999999985 0.086085000000000009 0.11067500000000001 -0.42443999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 19 4 -4 6 21 7 -1 9 11 -10 17 -5 16 -15 -14 -11 -8 -13 -2 -12 -6 -21 -24
right_child=1 -3 3 12 5 -7 8 -9 10 13 20 18 15 14 -16 -17 -18 -19 -20 22 -22 -23 23 -25
leaf_value=0.021256839880281268 0.00043666252482308418 -0.0043297718573893675 -0.0011170600767994379 0.014482800496658215 0.0059964373307409748 0.021991525053593159 -0.0045249354132688617 0.010088095622940697 0.022236554320062014 0.010414626745398439 0.0048189194597190186 0.013501228661657769 0.01004726366897628 0.010611275497631325 0.0058000351524633452 1.15702006058069e-05 0.016221337354784982 0.0050737805949968851 0.005332915898072093 0.0044560187439610394 0.014143153397990878 0.013467233336936942 0.013424855550859507 0.0060876684133766212
leaf_weight=65 67 76 74 71 52 74 64 90 56 666 52 55 66 343 388 65 101 60 172 57 65 58 54 54
leaf_count=65 67 76 74 71 52 74 64 90 56 666 52 55 66 343 388 65 101 60 172 57 65 58 54 54
internal_value=0 0.00328395 0.00955659 0.00583799 0.00999053 0.0148037 0.0095829 0.0147834 0.00918336 0.00873349 0.0139811 0.00477623 0.00839477 0.00965952 0.00806002 0.00508144 0.0111816 0.000105116 0.00731994 0.00578584 0.0100144 0.00995192 0.00794705 0.0097729
internal_weight=0 308 2637 276 2361 184 2177 155 2022 1849 173 351 202 1498 731 131 767 124 227 232 117 110 165 108
internal_count=2945 308 2637 276 2361 184 2177 155 2022 1849 173 351 202 1498 731 131 767 124 227 232 117 110 165 108
is_linear=0
shrinkage=0.16829


Tree=6944
num_leaves=25
num_cat=0
split_feature=1 1 4 15 14 151 39 10 1 0 0 15 1 1 16 43 4 4 4 4 15 483 156 43
split_gain=22.6425 3.32793 1.82411 1.65926 1.32453 1.13941 0.994731 0.916986 0.806444 0.73764 0.75436 1.35731 0.837215 0.497089 0.384079 0.37472 0.466641 0.460211 0.235791 0.218774 0.204836 0.143838 0.0682463 0.0584117
threshold=0.10921500000000002 0.13662500000000002 0.31392000000000003 -0.083859999999999976 0.073890000000000011 -1.0000000180025095e-35 0.0047850000000000011 -0.020369999999999996 0.088035000000000016 -0.077614999999999976 -0.099704999999999974 -0.11739999999999999 0.083065000000000014 0.12448500000000001 -0.105305 -0.15450999999999995 -0.4950449999999999 -0.087669999999999984 0.008570000000000003 0.0033150000000000007 -0.45371999999999996 0.096520000000000009 0.090995000000000006 -0.07409499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 13 6 -5 9 -3 -8 10 11 -1 -13 20 -9 -11 22 -18 -7 21 -2 -12 -17 -21
right_child=1 7 -4 5 -6 18 8 14 -10 15 19 12 -14 -15 -16 16 17 -19 -20 23 -22 -23 -24 -25
leaf_value=0.0017715366673746315 0.00061567839640965611 -5.8880915372872958e-05 0.00084628678848267707 0.00070347430535411064 0.0018346566914943395 0.0011536344434618325 0.0014239789391402907 0.00027816015088212353 0.00092425064969148577 0.001117035260663643 0.001557111728069024 0.0014072536848643558 0.00096906282534090697 0.00042334606071325859 0.00066803938551775177 0.0016826017392480444 0.0011268274202112156 0.0013945607770255478 0.001461392927660098 0.0014809254830789207 0.00088059696549060314 0.0013764431684242535 0.0015012291219287386 0.001332661449172653
leaf_weight=59 54 53 55 52 97 61 70 57 72 62 1036 100 92 65 54 52 87 393 52 64 82 54 52 70
leaf_count=59 54 53 55 52 97 61 70 57 72 62 1036 100 92 65 54 52 87 393 52 64 82 54 52 70
internal_value=0 0.000688562 0.00144188 0.000863645 0.00145574 0.00110918 0.00143949 0.000297613 0.00117084 0.00145745 0.00149842 0.00133255 0.00119747 0.000661908 0.000468149 0.00136386 0.00139 0.00134611 0.00129557 0.00153241 0.000775668 0.00154819 0.00159225 0.00140374
internal_weight=0 530 2415 366 2360 165 2263 164 142 2121 1475 251 192 201 111 646 584 480 113 1224 136 1090 104 134
internal_count=2945 530 2415 366 2360 165 2263 164 142 2121 1475 251 192 201 111 646 584 480 113 1224 136 1090 104 134
is_linear=0
shrinkage=0.0032998


Tree=6945
num_leaves=27
num_cat=0
split_feature=1 10 3 1 3 13 3 1 11 3 13 15 3 13 3 13 13 123 160 15 43 3 1 48 15 15
split_gain=20.6316 2.91323 2.83977 1.80198 1.41872 0.904916 0.801745 0.549201 0.443327 1.2435 0.999987 0.497922 0.416922 0.535257 0.394142 0.29344 0.268926 0.252659 0.248799 0.199684 0.166171 0.13039 0.111172 0.11091 0.106525 0.0870537
threshold=0.11779500000000002 -0.07884999999999999 -0.026279999999999998 0.092695000000000013 -0.005644999999999999 -1.0000000180025095e-35 -0.24202499999999996 0.10932500000000002 1.0000000180025095e-35 -0.10175499999999998 0.070890000000000022 1.0000000180025095e-35 0.085880000000000012 -1.0000000180025095e-35 -0.081224999999999978 -0.019539999999999998 -0.077869999999999981 0.083935000000000023 -0.013164999999999998 -0.092879999999999976 -0.079714999999999994 -0.085324999999999984 0.10351500000000001 0.083775000000000002 -0.052984999999999997 -0.43091499999999999
decision_type=2 2 2 2 2 2 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 12 15 25 -1 17 9 10 -8 24 13 -4 18 -3 20 22 21 -18 -16 -11 -5 -20 -10 -6
right_child=1 4 3 7 5 -7 8 -9 11 14 -12 -13 -14 -15 16 -17 19 -19 23 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0010261771151705804 -0.00013352624517244381 0.0010792694010881296 0.0012864137091644621 0.0012478133723485224 0.00017939909109395029 0.00078238801178461578 0.00077737829002948698 0.0007399034975217679 0.0015697429023012435 0.0013296422181509678 0.0013544400118111631 0.0018267499121463911 0.0011938889022621018 0.0017209631495557485 0.001597654464155564 0.00077031473029964728 0.001512347939168112 0.00087104260147435593 0.0015313381351232665 0.0012958249648161266 0.0014125621303471628 0.0014748977608480254 0.0010352096772400826 0.0013777591774424818 0.0013551537427297768 0.00036871318636660504
leaf_weight=55 60 62 70 62 53 60 57 89 52 147 78 64 100 57 73 76 56 53 646 355 237 141 53 61 58 55
leaf_count=55 60 62 70 62 53 60 57 89 52 147 78 64 100 57 73 76 56 53 646 355 237 141 53 61 58 55
internal_value=0 0.000530829 0.0013685 0.00114048 0.00066121 0.00045715 0.00142154 0.00095079 0.00143227 0.00141712 0.00111105 0.00159315 0.00135508 0.00148173 0.00144118 0.000909376 0.00138172 0.0010623 0.00148423 0.00132541 0.00145626 0.00140088 0.00115014 0.00151814 0.00145692 0.000276135
internal_weight=0 366 2564 484 306 168 2080 257 2025 1851 135 174 227 127 1716 138 721 168 995 411 310 288 115 707 110 108
internal_count=2930 366 2564 484 306 168 2080 257 2025 1851 135 174 227 127 1716 138 721 168 995 411 310 288 115 707 110 108
is_linear=0
shrinkage=0.0032998


Tree=6946
num_leaves=19
num_cat=0
split_feature=1 51 10 15 15 43 1 157 15 51 43 403 160 15 403 13 15 1
split_gain=0.445797 0.32348 0.462264 0.1464 0.149306 0.156629 0.141773 0.138145 0.463382 0.132395 0.124275 0.167354 0.138827 0.110415 0.192742 0.106634 0.0763754 0.0577732
threshold=0.11779500000000002 0.10532000000000001 -0.0062549999999999993 -0.43587999999999999 0.13592500000000005 -0.12788999999999998 0.11329500000000002 -0.076719999999999983 -0.0058149999999999999 -0.067854999999999985 -0.0025899999999999994 -0.52336499999999997 0.052555000000000011 -0.087894999999999987 -0.012634999999999999 -0.085919999999999982 0.025430000000000005 0.13148500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 13 7 8 15 -4 11 -9 -12 -5 -15 -7 -16 -11
right_child=1 -3 9 4 -6 6 -8 10 -10 17 12 -13 -14 14 16 -17 -18 -19
leaf_value=0.0014917183766133216 -0.010618693025676664 0.014973083726281516 0.011180140788990527 0.021618264862270618 0.0024086757115453503 0.017176184475521442 0.017874435217447849 0.004754277789683195 -0.0044332835683451779 -0.0010060031929646474 0.0079419095206984675 0.012284445360209003 0.0152124035471361 0.019091419830009691 0.0036747518281060824 0.0084764961554571073 0.012313148422052457 0.0053562796585794898
leaf_weight=53 67 63 73 52 64 53 67 92 79 72 636 1011 85 83 53 170 66 91
leaf_count=53 67 63 73 52 64 53 67 92 79 72 636 1011 85 83 53 170 66 91
internal_value=0 0.00399724 0.00170921 0.0102843 0.0104692 0.0106792 0.0102183 0.00997619 0.0066262 0.00521669 0.0105299 0.011658 0.00880153 0.0146518 0.0128496 0.0105522 0.00848089 0.00253492
internal_weight=0 366 303 2564 2511 2447 2193 2126 302 236 1824 1103 721 254 202 223 119 163
internal_count=2930 366 303 2564 2511 2447 2193 2126 302 236 1824 1103 721 254 202 223 119 163
is_linear=0
shrinkage=0.16829


Tree=6947
num_leaves=12
num_cat=0
split_feature=15 13 457 14 49 15 13 14 157 1429 480
split_gain=0.300867 0.218475 0.161338 0.135797 0.124752 0.117514 0.137805 0.106424 0.0890963 0.201251 0.175779
threshold=-0.24211499999999997 -0.099244999999999986 0.097740000000000007 0.073890000000000011 0.15665000000000004 -0.19153499999999998 -0.17030499999999998 -0.10523499999999998 -0.08107499999999998 0.084815000000000015 -0.069294999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -7 -3 9 -8 -10
right_child=2 7 -4 -5 -6 6 8 -9 10 -11 -12
leaf_value=-0.0063151708539416146 0.016123532832255139 0.0097654173418119591 0.0016502912425936567 0.014933552612431721 0.00053701439076251788 0.001820681251542078 0.0081645314060334925 0.0014481794669243529 0.018536971924094366 -0.0035424756941647086 0.0087749368394192499
leaf_weight=63 58 80 97 95 56 87 190 97 54 53 2000
leaf_count=63 58 80 97 95 56 87 190 97 54 53 2000
internal_value=0 0.00218271 0.00841173 0.00866398 0.00842482 0.00860497 0.0084213 0.00521753 0.00867052 0.00560376 0.00903246
internal_weight=0 240 2690 2593 2498 2442 2384 177 2297 243 2054
internal_count=2930 240 2690 2593 2498 2442 2384 177 2297 243 2054
is_linear=0
shrinkage=0.16829


Tree=6948
num_leaves=16
num_cat=0
split_feature=4 11 3 43 13 1373 1375 15 15 12 16 16 159 3 151
split_gain=0.426294 0.191306 0.29136 0.445089 0.240487 0.208926 0.202657 0.158382 0.134292 0.0981957 0.104253 0.280058 0.0903221 0.0688455 0.0612256
threshold=0.31392000000000003 1.0000000180025095e-35 -0.10337499999999998 -0.088349999999999998 0.095710000000000017 1.0000000180025095e-35 -0.091584999999999986 -0.38214499999999996 0.033605000000000003 -0.098524999999999988 -0.50069999999999992 -0.14879499999999998 0.10442000000000001 -0.0013299999999999998 -0.077154999999999987
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 -4 12 -3 -8 -11 -12 13 -2 -9
right_child=7 4 5 -5 -6 -7 9 14 -10 10 11 -13 -14 -15 -16
leaf_value=0.0066248564708489572 0.010619317086013493 0.011616620620232656 -0.0030797839102595834 -0.012508746272545926 0.0031491001357528605 0.016312111711601966 0.014453479565170908 -0.00058303127851043804 0.023046076148597897 0.014345831453208766 -0.0014976417247969636 0.0074107998844943259 -0.00088980425718951579 0.0027698054689292502 -0.0086049360161625631
leaf_weight=95 57 64 54 54 52 72 54 57 55 56 105 1948 82 73 52
leaf_count=95 57 64 54 54 52 72 54 57 55 56 105 1948 82 73 52
internal_value=0 0.0072851 0.00690184 -0.000297412 0.0127389 0.00737125 0.00708008 0.000779596 0.0169142 0.00733455 0.00715142 0.00695431 0.00346478 0.00622533 -0.00442648
internal_weight=0 2609 2438 149 171 2289 2217 321 119 2163 2109 2053 212 130 109
internal_count=2930 2609 2438 149 171 2289 2217 321 119 2163 2109 2053 212 130 109
is_linear=0
shrinkage=0.16829


Tree=6949
num_leaves=19
num_cat=0
split_feature=4 2 123 2 14 2 0 4 1 1 0 3 4 43 4 43 133 2
split_gain=4.97501 1.78628 0.801917 0.398002 0.452876 0.394407 0.427834 0.757511 0.376422 0.307724 0.298639 0.229768 0.212408 0.192254 0.0879044 0.198658 0.0741672 0.0420329
threshold=0.31392000000000003 0.14808000000000002 0.080635000000000012 0.10523 0.073890000000000011 -0.0098549999999999974 -0.12851999999999997 0.0019650000000000002 0.13074500000000003 0.10398500000000001 -0.13619499999999998 -0.0013299999999999998 0.053925000000000008 -0.0068849999999999996 -0.47860499999999995 -0.079614999999999977 -0.0085699999999999995 0.11504500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 13 -4 -5 -10 -8 -2 -12 -16 -17 -15
right_child=8 -3 9 10 -6 6 12 -9 11 -11 14 -13 -14 17 15 16 -18 -19
leaf_value=0.00041423759598269497 0.00017204692032729319 0.00013862063732268868 0.00054758399371893985 0.00037259722576125486 0.00092731122043258169 0.000208156727742517 0.00071414802226895649 0.00074590959688192247 0.00024918536023407984 0.00023451051287302443 0.00074092502659824718 -2.7344602684736882e-05 0.00058778917939867681 0.00045936763990808791 0.00073070384678866509 0.00062951185135020173 0.00047789676753245844 0.00032768997252393344
leaf_weight=59 71 74 83 67 86 54 1603 61 53 59 54 85 163 55 77 54 115 57
leaf_count=59 71 74 83 67 86 54 1603 61 53 59 54 85 163 55 77 54 115 57
internal_value=0 0.00064458 0.000659336 0.000673657 0.000691853 0.000681397 0.000689758 0.000493706 0.000209071 0.000417752 0.000573109 7.86037e-05 0.000702505 0.000307264 0.000617772 0.000590595 0.00052655 0.000392668
internal_weight=0 2609 2535 2393 2026 1940 1881 115 321 142 367 138 1766 183 300 246 169 112
internal_count=2930 2609 2535 2393 2026 1940 1881 115 321 142 367 138 1766 183 300 246 169 112
is_linear=0
shrinkage=0.0032998


Tree=6950
num_leaves=24
num_cat=0
split_feature=48 12 43 43 43 2 43 43 16 13 13 12 2 48 2 2 475 157 151 12 43 13 13
split_gain=0.427575 0.353004 0.23145 0.202131 0.164874 0.159084 0.156634 0.2025 0.193144 0.14801 0.147286 0.264106 0.116885 0.115143 0.111083 0.100744 0.106682 0.1349 0.0940401 0.0779157 0.0647498 0.187562 0.0782501
threshold=0.14177500000000004 0.083865000000000009 -0.17773999999999998 -0.093039999999999984 -0.11248999999999999 0.12860500000000002 -0.049999999999999996 -0.0071849999999999995 -0.055004999999999991 -0.009244999999999998 0.15415000000000004 0.091585000000000014 0.153865 0.10697500000000001 -0.0011799999999999998 0.087605000000000002 -0.082539999999999988 -0.017409999999999998 -0.084874999999999992 0.10331000000000001 0.12394500000000001 -0.095139999999999988 -0.040229999999999995
decision_type=2 2 2 2 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 9 -8 -9 14 11 -3 -7 15 -5 16 -6 -18 -17 -19 21 -20 -22
right_child=-2 4 3 5 13 12 7 8 -10 -11 -12 -13 -14 -15 -16 18 17 19 20 -21 22 -23 -24
leaf_value=-0.0086484291618343229 -0.010639961612106003 0.0052014996582313271 0.012023306075697666 0.0074477064194571662 0.013765260368115326 -0.007497531910662476 0.013589722561553219 0.0066314449568069178 -0.00096653688705665354 -0.0087348240064982086 0.0065341332254449328 -0.009579591354597964 0.0026483040055785478 0.014237324325462437 -0.0019875531657547029 -0.0013329120414213823 -0.00069575695710779651 0.0080179836426028401 -0.0048706987690977348 0.0016047831248089776 0.013911900779207873 0.0055532989657639947 0.0049947676886903242
leaf_weight=56 53 71 59 58 70 81 62 210 172 52 102 66 53 52 90 64 61 683 53 59 52 605 62
leaf_count=56 53 71 59 58 70 81 62 210 172 52 102 66 53 52 90 64 61 683 53 59 52 605 62
internal_value=0 0.00460369 0.00181873 0.00252119 0.00584627 0.00179828 0.00289752 0.00465973 0.00320566 -0.00100562 0.00168843 -0.0019062 -0.00347122 0.00640955 0.00169791 0.00617032 0.00743859 0.00688484 0.00484376 0.00751046 0.00535815 0.00471095 0.00907799
internal_weight=0 2893 893 837 2000 778 644 444 382 200 239 137 134 1761 148 1709 873 803 836 742 772 658 114
internal_count=2946 2893 893 837 2000 778 644 444 382 200 239 137 134 1761 148 1709 873 803 836 742 772 658 114
is_linear=0
shrinkage=0.16829


Tree=6951
num_leaves=22
num_cat=0
split_feature=3 3 15 15 148 156 16 15 15 160 51 484 160 16 3 3 52 160 16 16 3
split_gain=10.0396 2.6 1.71671 1.6826 0.962897 0.764334 0.49438 0.435867 0.410846 0.356105 0.288995 0.203769 0.191256 0.654776 0.157204 0.204841 0.109972 0.109221 0.084791 0.068853 0.0446678
threshold=-0.049204999999999992 0.3148450000000001 -0.38214499999999996 -0.24511999999999998 -0.043434999999999994 0.090385000000000007 -0.50942999999999994 0.12625000000000003 0.080895000000000009 -0.010749999999999997 0.092845000000000011 -0.084674999999999986 -0.060659999999999992 0.0097750000000000007 -0.082294999999999993 -0.083414999999999975 -0.09823999999999998 -0.081399999999999986 -0.4193599999999999 -0.085454999999999989 -0.084604999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 -1 -4 8 -5 11 9 -6 -11 16 13 17 15 -14 -8 -13 -2 -16 -18
right_child=1 -3 4 6 5 -7 7 -9 -10 10 -12 12 14 -15 19 -17 20 -19 -20 -21 -22
leaf_value=0.00056529927935753137 0.00047644338448935139 0.00016933735589877053 0.00041169578940379462 0.00084369844171269283 0.00098782546556483637 0.0012229825913491383 0.0011028172156081063 0.00084238377485884282 0.0010837839491782736 0.00077648705165048854 0.00050902965926625295 0.0011482669530239694 0.0011592108818662917 0.00080725679656758957 0.0011609914182575316 0.0013191047203494611 0.0013551250062269517 0.00098252195402184165 0.00029449584313837778 0.0010777002198081355 0.0012323276419801061
leaf_weight=61 52 98 58 68 75 57 52 56 56 286 53 359 619 85 181 106 66 53 64 350 91
leaf_count=61 52 98 58 68 75 57 52 56 56 286 53 359 619 85 181 106 66 53 64 350 91
internal_value=0 0.000673242 0.000743638 0.00110666 0.000816405 0.00086088 0.00112248 0.00113185 0.00081689 0.000780703 0.000734776 0.0011401 0.00112826 0.00107241 0.00115033 0.00118264 0.00123922 0.00112703 0.000376362 0.00110616 0.00128417
internal_weight=0 799 701 2147 585 527 2086 2018 470 414 339 1962 1753 497 1256 725 209 412 116 531 157
internal_count=2946 799 701 2147 585 527 2086 2018 470 414 339 1962 1753 497 1256 725 209 412 116 531 157
is_linear=0
shrinkage=0.0032998


Tree=6952
num_leaves=25
num_cat=0
split_feature=3 48 160 49 43 3 43 1456 51 40 49 133 48 51 3 160 42 42 42 42 133 133 3 42
split_gain=0.43176 0.319016 0.225219 0.1741 0.170395 0.333457 0.155299 0.171448 0.121091 0.120049 0.117262 0.10343 0.0943864 0.0891626 0.142853 0.0792006 0.0984424 0.0788151 0.135559 0.12202 0.0687438 0.0671848 0.0515808 0.0435443
threshold=-0.049204999999999992 0.10057500000000001 -0.24155499999999996 -0.085999999999999979 -0.057539999999999994 -0.0024599999999999995 -0.11366999999999998 -0.090374999999999997 0.13605000000000003 -0.018084999999999997 0.053250000000000006 0.086100000000000024 0.10713500000000002 -0.089864999999999987 0.10166000000000001 -0.021044999999999998 -0.088249999999999981 -0.015084999999999998 0.079335000000000003 -0.04034999999999999 0.085235000000000019 0.09117500000000002 -0.23098999999999997 -0.088249999999999981
decision_type=2 2 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 11 15 -8 12 -6 -3 -5 17 -11 -15 -1 -17 19 22 23 -18 -20 -19 -9
right_child=1 10 3 4 9 -7 7 8 -10 13 -12 -13 -14 14 -16 16 20 18 21 -21 -22 -23 -24 -25
leaf_value=-0.0037550149257375505 0.012754072633090667 -0.012614983536318753 0.010467312054895254 -0.0035255055105513711 0.0094780369118019746 -0.014962599481395002 -0.0012307194629289739 0.0088397553910680594 0.014437029560562567 0.0062597736233712658 -0.0020303311995934475 0.0056627730117847852 0.013006057679003088 -0.0042752206479491012 0.0040094379827425447 -0.00047226990386436209 0.0027641852815353386 0.0056021341987758412 0.0070426833642611405 0.015560117499083408 0.011243402708088908 0.0040728417062017956 4.9038978667937096e-05 0.0050037608407790058
leaf_weight=57 55 56 56 73 62 52 85 170 53 79 64 66 57 122 114 101 58 67 749 54 52 308 164 172
leaf_count=57 55 56 56 73 62 52 85 170 53 79 64 66 57 122 114 101 58 67 749 54 52 308 164 172
internal_value=0 0.00101032 0.00242595 0.00151274 0.000626735 -0.00346426 0.00559579 0.00613673 0.0064868 0.00270413 -0.00698481 0.000824349 0.00624375 0.00136515 -0.000265697 0.00179645 0.00330465 0.00601379 0.00537126 0.0080991 0.00678888 0.006179 0.00166745 0.0069158
internal_weight=0 799 679 624 568 191 2147 1879 1794 377 120 139 1741 315 236 268 211 1684 1288 396 110 1057 231 342
internal_count=2946 799 679 624 568 191 2147 1879 1794 377 120 139 1741 315 236 268 211 1684 1288 396 110 1057 231 342
is_linear=0
shrinkage=0.16829


Tree=6953
num_leaves=13
num_cat=0
split_feature=48 447 2 2 15 2 1453 474 16 13 0 2
split_gain=0.258157 0.207053 0.158632 0.144023 0.141622 0.130062 0.120801 0.10717 0.10542 0.0844513 0.0452795 0.0311721
threshold=0.14177500000000004 0.089395000000000016 0.17553000000000005 -0.14847999999999997 -0.23808999999999997 0.084195000000000006 -0.064559999999999992 -0.029314999999999997 -0.20132999999999998 -1.0000000180025095e-35 -0.086134999999999975 0.099345000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 10 11 -9 -7 -6 -8
right_child=-2 -3 -4 4 6 9 7 8 -10 -11 -12 -13
leaf_value=0.012159333974643588 -0.0080070776840754053 -0.0050658949678903222 -0.0042062536444782981 -0.0069568677632214091 0.0022997081748404695 -0.0013048721570989988 0.012828064106750602 0.0081533209918378553 0.0040603989839923214 0.0069082282573631141 -0.0047114902598728095 0.0069411149825039835
leaf_weight=64 53 72 64 58 52 76 53 196 2087 66 52 53
leaf_count=64 53 72 64 58 52 76 53 196 2087 66 52 53
internal_value=0 0.0038347 0.0040625 0.0042551 0.00406659 -0.000233628 0.00441229 0.00465687 0.00441257 0.00249983 -0.00118862 0.00990154
internal_weight=0 2893 2821 2757 2693 200 2493 2389 2283 142 104 106
internal_count=2946 2893 2821 2757 2693 200 2493 2389 2283 142 104 106
is_linear=0
shrinkage=0.16829


Tree=6954
num_leaves=21
num_cat=0
split_feature=3 4 16 15 48 40 3 15 3 43 12 13 1456 51 15 47 50 393 51 4
split_gain=0.255065 0.247538 0.269781 0.516401 0.204635 0.174613 0.148973 0.133103 0.12829 0.0991405 0.117744 0.288849 0.107447 0.090129 0.0800124 0.0754796 0.0975215 0.0930936 0.0765494 0.0242849
threshold=-0.049204999999999992 -0.39175499999999991 -0.052894999999999991 -0.025879999999999997 0.090935000000000016 -0.07334499999999998 0.12955000000000003 -0.2987999999999999 0.096440000000000012 -0.11366999999999998 0.087135000000000004 0.066620000000000026 -0.090374999999999997 0.13605000000000003 -0.094389999999999988 0.11738500000000002 -0.041284999999999995 0.088965000000000002 -0.13795499999999997 -0.06347499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 4 14 5 -3 -6 -7 -9 10 -1 -12 -11 15 -4 16 -14 18 -18 -13
right_child=1 2 3 -5 6 7 -8 8 -10 12 11 19 13 -15 -16 -17 17 -19 -20 -21
leaf_value=0.0066994879821964427 0.0087574852530647451 -0.0016877289887918024 -0.003100807736200376 -0.014848647669509826 0.0012174392218410645 0.00068588063433199973 -0.010619328138754471 0.0056806724751389051 0.015821234535078377 -0.0014311183861929607 -0.0095093175209655847 0.0016581210706938033 -0.0022628944035747623 0.011534483321276993 0.003916894894971064 0.010742486634724421 0.0096927168340998661 0.010326066163068149 0.003977573569153482 0.0065018898339771333
leaf_weight=73 90 94 90 94 71 66 52 88 60 85 74 67 62 53 94 53 70 75 1481 54
leaf_count=73 90 94 90 94 71 66 52 88 60 85 74 67 62 53 94 53 70 75 1481 54
internal_value=0 0.000442229 -0.000610771 -0.00470021 0.00202279 0.00434283 -0.00377212 0.00700016 0.00980385 0.00396703 0.00093047 -0.00122 0.00439918 0.00467642 0.000474559 0.00446662 0.0042685 0.00451865 0.00423667 0.00383465
internal_weight=0 799 709 278 431 308 123 214 148 2147 268 195 1879 1794 184 1741 1688 1626 1551 121
internal_count=2946 799 709 278 431 308 123 214 148 2147 268 195 1879 1794 184 1741 1688 1626 1551 121
is_linear=0
shrinkage=0.16829


Tree=6955
num_leaves=27
num_cat=0
split_feature=1 50 4 43 42 0 1 42 148 1186 157 403 15 15 1213 403 1210 0 160 15 15 4 42 4 0 4
split_gain=0.190764 0.166109 0.154286 0.182087 0.31685 0.146747 0.243003 0.146506 0.132022 0.119612 0.112397 0.205259 0.111778 0.0936536 0.0903172 0.264834 0.159782 0.147391 0.0744225 0.178275 0.107058 0.118818 0.104306 0.021933 0.0170838 0.00973516
threshold=0.10331000000000003 -0.096759999999999999 -0.085474999999999982 -0.025879999999999997 0.085495000000000015 0.10446500000000002 0.13535500000000003 0.086700000000000013 -0.084284999999999985 0.058190000000000006 -0.0041249999999999993 -0.012799999999999999 -0.38214499999999996 0.084175000000000014 -0.086579999999999976 0.0032850000000000002 -0.08019999999999998 -0.099704999999999974 -0.080384999999999984 -0.024929999999999997 -0.092609999999999984 0.41248000000000007 0.09087000000000002 -0.077999999999999986 -0.07385499999999999 -0.089119999999999991
decision_type=2 2 2 2 2 2 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 13 6 18 12 -4 14 -5 -12 -8 -3 15 -10 -16 -18 -2 20 21 -20 -22 -17 -13 -15
right_child=5 2 8 10 -6 -7 7 -9 9 -11 11 24 -14 25 16 23 17 -19 19 -21 22 -23 -24 -25 -26 -27
leaf_value=0.013098160311930254 0.0047432236172877578 0.013336957398013905 0.011671621673674257 0.017516089916276265 -0.0071520274306307186 -0.0059774581208740076 0.0058897330442281882 0.00058033671182650527 -0.010046855953129903 -0.0040779575046916202 0.017173985443708434 0.006514478581688723 0.016452294766279019 0.0030104022375872868 0.012623205114194345 0.0069836793988724468 6.2812823435104215e-06 0.0044696159528519108 -0.007722733325060461 -0.0079350418522010566 0.0079243782576653588 0.001757877127949074 -0.0013729842273680008 0.0021242991848164439 0.0022297672802901887 0.0062585035007297219
leaf_weight=63 83 53 56 52 56 69 59 57 52 59 52 52 56 54 59 54 256 1175 62 79 89 94 55 54 57 57
leaf_count=63 83 53 56 52 56 69 59 57 52 59 52 52 56 54 59 54 256 1175 62 79 89 94 55 54 57 57
internal_value=0 0.00456396 0.00431853 0.00716942 0.00376108 0.00138586 0.00219006 0.00759009 0.00361811 0.00335317 0.0106813 0.00846267 0.0110489 0.00749847 0.00361998 -0.000168828 0.00402803 0.0036724 0.000175777 -0.000819741 0.00104797 -0.00199854 0.00436083 0.00457062 0.00429033 0.00469453
internal_weight=0 2261 2198 433 220 703 634 172 1765 1709 213 161 115 164 1650 160 1490 1431 462 379 300 156 144 108 109 111
internal_count=2964 2261 2198 433 220 703 634 172 1765 1709 213 161 115 164 1650 160 1490 1431 462 379 300 156 144 108 109 111
is_linear=0
shrinkage=0.16829


Tree=6956
num_leaves=28
num_cat=0
split_feature=1 3 4 3 0 52 1 47 124 11 1 3 15 160 0 1 13 42 132 12 13 1 51 42 402 3 0
split_gain=14.0884 2.47832 1.20923 0.88593 0.825928 1.17795 0.663458 0.407964 0.399285 0.360404 0.395588 0.849674 0.376867 0.285899 0.308433 0.305795 0.322067 0.227721 0.213267 0.308873 0.210074 0.196452 0.188718 0.181272 0.158625 0.144539 0.0927735
threshold=0.10921500000000002 -0.049204999999999992 0.31392000000000003 -0.07908999999999998 -0.11471499999999998 0.056265000000000009 0.13654500000000003 0.088495000000000004 -0.080429999999999988 1.0000000180025095e-35 0.086375000000000021 -0.088084999999999983 1.0000000180025095e-35 -0.0048599999999999989 -0.029849999999999998 0.077020000000000019 -0.073984999999999981 0.086375000000000021 0.085455000000000017 0.083785000000000012 -0.40944499999999995 0.089680000000000024 0.046060000000000011 0.097025000000000014 -0.086814999999999989 -0.081334999999999977 -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
left_child=2 7 3 9 20 6 -6 17 -5 10 18 -12 -11 15 22 16 -10 -2 19 -1 -3 -17 23 -15 -21 26 -13
right_child=1 4 -4 8 5 -7 -8 -9 13 12 11 25 -14 14 -16 21 -18 -19 -20 24 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0014231063155902054 0.00090382439197465251 0.00045542018563437381 0.00066888224854156372 0.00088758977367706527 0.00034758764514415864 0.00067124569671895846 -6.9465335148953417e-05 0.0010672017135886012 0.0012393646198747227 0.0012432258137295546 0.00075111959622725731 0.0011662423172734639 0.00160096187147438 0.0011708942852325965 0.00083383862965394069 0.0014332494743204533 0.00090982805030781944 0.00059174234873032622 0.0010750705637038857 0.0010789703524308177 0.00072150445735675445 0.0011851985281457777 0.00092462043905097377 0.0010143604960977579 0.0012339444749905966 0.0010527702475577438 0.0013672011081172536
leaf_weight=92 52 55 55 103 85 64 81 77 67 89 65 53 52 254 59 67 65 52 99 83 82 79 66 125 835 52 56
leaf_count=92 52 55 55 103 85 64 81 77 67 89 65 53 52 254 59 67 65 52 99 83 82 79 66 125 835 52 56
internal_value=0 0.000567901 0.00115407 0.00116536 0.00041188 0.000290774 0.000143874 0.000884058 0.00108244 0.00121505 0.00119809 0.001071 0.00137541 0.00110806 0.00106057 0.00119403 0.00107736 0.000748122 0.00122395 0.00123851 0.000614939 0.00129927 0.00109056 0.00111936 0.00121997 0.00119993 0.00126981
internal_weight=0 548 2416 2361 367 230 166 181 885 1476 1335 226 141 782 504 278 132 104 1109 1010 137 146 445 379 918 161 109
internal_count=2964 548 2416 2361 367 230 166 181 885 1476 1335 226 141 782 504 278 132 104 1109 1010 137 146 445 379 918 161 109
is_linear=0
shrinkage=0.0032998


Tree=6957
num_leaves=21
num_cat=0
split_feature=1 151 4 13 13 2 1211 1212 49 480 151 12 1212 13 1 1 13 1 1 42
split_gain=0.174863 0.16445 0.145438 0.132097 0.131326 0.165574 0.12737 0.217327 0.186123 0.169619 0.162977 0.125343 0.197555 0.116905 0.0895539 0.0998539 0.0958604 0.0828227 0.0821722 0.0565488
threshold=0.10378000000000001 0.044055000000000004 -0.14994999999999997 -0.16392499999999996 -0.088294999999999985 -1.0000000180025095e-35 0.077725000000000016 0.092815000000000022 -0.14731999999999998 -1.0000000180025095e-35 0.011180000000000001 0.085280000000000009 0.040035000000000008 0.001665 0.091000000000000011 0.093390000000000015 -0.0031649999999999998 0.10921500000000002 0.13809000000000002 -0.012479999999999998
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 18 -5 -6 8 -8 -1 -10 11 12 13 -11 16 -16 -13 -7 -4 -19
right_child=1 -3 3 4 5 17 7 -9 9 10 -12 14 -14 -15 15 -17 -18 19 -20 -21
leaf_value=0.014989521081721148 0.0074020584391829734 0.0095986483670290161 0.00061438982312495688 -0.0095500559285004952 -0.0078804260635301319 0.0070453780470949145 -0.0077942747008861134 0.0050255871214953292 -0.002805329795408853 0.0054698722561532746 -0.0040163829730049611 0.0029615468818192667 0.016967008191397327 0.012937248970379149 0.014154390989467601 0.005345146916679748 0.0065298330828198227 -0.0050539190442321245 0.0096724994237159957 0.0012048735008300063
leaf_weight=52 81 66 62 52 70 56 61 97 80 495 54 855 55 68 52 126 286 52 53 191
leaf_count=52 81 66 62 52 70 56 61 97 80 495 54 855 55 68 52 126 286 52 53 191
internal_value=0 0.00161207 0.000754835 -0.000246337 -0.00163032 -0.00050939 0.00468603 6.47759e-05 0.00502911 0.00477815 0.00508376 0.00533839 0.00732055 0.00637498 0.00440831 0.00792873 0.00385754 0.00121026 0.00480462 -0.000127063
internal_weight=0 683 617 536 421 369 2281 158 2123 2071 1991 1937 618 563 1319 178 1141 299 115 243
internal_count=2964 683 617 536 421 369 2281 158 2123 2071 1991 1937 618 563 1319 178 1141 299 115 243
is_linear=0
shrinkage=0.16829


Tree=6958
num_leaves=12
num_cat=0
split_feature=14 10 10 10 12 50 50 0 50 1455 3
split_gain=0.151248 0.183987 0.115249 0.242285 0.109321 0.113681 0.209905 0.152879 0.146111 0.0684272 0.0517419
threshold=0.077140000000000014 0.057650000000000007 -0.16262499999999996 -0.014199999999999999 -0.10063999999999999 0.098445000000000019 0.082420000000000007 -0.13409999999999997 0.089975000000000013 0.084775000000000017 -0.084899999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6 -8 10 -7
right_child=-2 -3 3 4 5 9 8 -9 -10 -11 -12
leaf_value=0.010674518014865431 0.0098537516102571651 -0.0053629284159156529 -0.0080077532497480081 0.009992489589243158 -0.00055885996346899001 0.0056646767584246221 0.016727727695230673 0.0037335317785171318 0.005943399219154784 -0.0047196554666028446 0.00028785461691819414
leaf_weight=59 97 71 54 69 269 65 53 1821 111 61 234
leaf_count=59 97 71 54 69 269 65 53 1821 111 61 234
internal_value=0 0.00308757 0.0033028 0.00314324 0.00336834 0.0031928 0.00363643 0.00318021 0.00943953 0.000410175 0.00146274
internal_weight=0 2867 2796 2737 2683 2614 2254 2090 164 360 299
internal_count=2964 2867 2796 2737 2683 2614 2254 2090 164 360 299
is_linear=0
shrinkage=0.16829


Tree=6959
num_leaves=27
num_cat=0
split_feature=1 3 47 4 14 4 2 3 4 13 1456 4 3 4 15 3 1 1429 3 3 151 159 3 13 4 2
split_gain=11.991 1.71468 1.27051 0.899682 0.887524 0.706536 0.671054 0.493916 0.484896 0.28553 0.283367 0.314028 0.255467 0.252084 0.390287 0.460425 0.210471 0.207667 0.205188 0.203605 0.197273 0.126607 0.151864 0.120565 0.268842 0.0197288
threshold=0.10398500000000001 0.28833000000000003 0.078345000000000012 -0.14595999999999995 0.077140000000000014 0.27020000000000005 0.13775000000000001 -0.07929499999999999 0.061295000000000009 -0.41895499999999991 0.056265000000000009 -0.14088999999999999 0.018975000000000002 -0.060239999999999995 -0.11532999999999999 0.085090000000000013 0.086005000000000012 0.084485000000000018 -0.084899999999999989 -0.088084999999999983 -0.0071249999999999985 0.043570000000000005 -0.014254999999999999 -1.0000000180025095e-35 -0.077789999999999984 0.088820000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 7 12 10 -4 -3 11 -1 21 23 -15 20 17 -13 -12 -18 -16 22 -5 24 -9 -26
right_child=1 9 8 6 -6 -7 -8 13 -10 -11 18 16 -14 14 15 -17 19 -19 -20 -21 -22 -23 -24 -25 25 -27
leaf_value=0.0009418231019012594 0.00097434159650922742 0.0004065790713450545 0.0011280802179522383 0.0006785018605474435 0.0014518587597923383 0.00074431432814534883 0.00022930146837023992 0.00088751916876500991 0.00077067429177489694 8.2528534698239847e-05 0.0014056298507115314 0.0011612045926827801 0.00081099944038879332 0.0012314584893483786 0.00083025604050379728 0.00068440448291481328 0.00089527425087978618 0.0013505820494776205 0.0011689265976774158 0.0011236707615278313 0.0010431639557719609 0.00041593162667275278 0.0004594930302871235 0.0012422520125631861 0.0012064642844048143 0.0011166171478439871
leaf_weight=84 58 68 79 99 86 57 66 55 89 53 82 823 52 73 58 55 61 71 84 157 314 57 55 81 73 74
leaf_count=84 58 68 79 99 86 57 66 55 89 53 82 823 52 73 58 55 61 71 84 157 314 57 55 81 73 74
internal_value=0 0.000621326 0.000698963 0.000594692 0.00112167 0.00110876 0.000527656 0.00111843 0.00093895 0.000264931 0.00115666 0.00113867 0.000602394 0.00105189 0.00100671 0.000968199 0.0011535 0.00117628 0.00128606 0.00105992 0.00101006 0.000550817 0.000600513 0.0011316 0.00108706 0.00116147
internal_weight=0 676 555 387 2288 2202 329 2145 168 121 1362 1196 263 783 500 427 1112 894 166 218 372 211 154 283 202 147
internal_count=2964 676 555 387 2288 2202 329 2145 168 121 1362 1196 263 783 500 427 1112 894 166 218 372 211 154 283 202 147
is_linear=0
shrinkage=0.0032998


Tree=6960
num_leaves=13
num_cat=0
split_feature=475 474 3 10 133 43 43 3 43 160 43 4
split_gain=0.177087 0.187032 0.124123 0.0908234 0.0816441 0.100869 0.116548 0.13809 0.113292 0.112688 0.0742472 0.065641
threshold=-0.086349999999999982 0.083260000000000015 0.3148450000000001 -1.0000000180025095e-35 -0.42663499999999993 0.18123500000000001 0.097510000000000027 -0.15041499999999997 -0.015924999999999998 0.057440000000000012 -0.085154999999999995 -0.052619999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 11 6 7 8 -6 -9 -2 -5
right_child=2 -3 -4 4 5 -7 -8 9 -10 -11 -12 -13
leaf_value=0.0035830482523437814 -0.0060118192588611606 0.016087854234156772 -0.0036554089196448245 0.0034519287668995911 0.002823014312586252 -0.0036965444804725198 0.010417134623427046 0.0024789742429114966 -0.0060334866193198968 0.0058662482721400693 0.0017294166811029175 0.011210700529095318
leaf_weight=87 60 56 92 68 74 69 56 1840 91 329 84 58
leaf_count=87 60 56 92 68 74 69 56 1840 91 329 84 58
internal_value=0 0.0084926 0.00241626 0.00262161 0.00285099 0.00263573 0.0028193 0.00263623 -0.00205059 0.00299359 -0.00148362 0.00703769
internal_weight=0 143 2821 2729 2585 2459 2390 2334 165 2169 144 126
internal_count=2964 143 2821 2729 2585 2459 2390 2334 165 2169 144 126
is_linear=0
shrinkage=0.16829


Tree=6961
num_leaves=18
num_cat=0
split_feature=51 147 0 457 0 156 4 2 52 0 51 124 3 3 0 16 16
split_gain=0.19637 0.142506 0.161134 0.144689 0.111255 0.332555 0.221076 0.219971 0.131831 0.205989 0.184094 0.154868 0.138027 0.122935 0.17776 0.1052 0.0446392
threshold=0.24916000000000002 0.08975000000000001 -0.098064999999999986 0.12473000000000002 -0.018054999999999998 0.10854500000000002 -0.17568999999999999 0.098655000000000007 -0.091869999999999993 -0.14015999999999998 -0.41601499999999997 -0.080429999999999988 -0.088314999999999991 -0.078254999999999977 -0.13619499999999998 0.0060400000000000011 -0.090614999999999987
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 9 -1 -11 16 -12 14 -13 -15 -10
right_child=-2 2 -4 -5 5 -7 -8 -9 11 10 12 13 -14 15 -16 -17 -18
leaf_value=0.015378804288866154 -0.0079881767946073465 -0.01018110991821772 0.0024397609957707012 0.011480874411971433 0.0084930334138025587 0.01075220554463056 -0.009237769487562943 -0.0050920091181034712 -0.00041702425177083736 -0.0050233239902482485 0.011548696227408884 -0.0066621548355323022 0.0036392619144842583 0.0053208959272254101 0.0021381775704156425 -0.00020132593994298152 -0.0068709992550770368
leaf_weight=53 52 53 62 52 62 59 103 74 65 53 84 69 249 599 1101 116 58
leaf_count=53 52 53 62 52 62 59 103 74 65 53 84 69 249 599 1101 116 58
internal_value=0 0.00243788 -0.00336119 0.00267696 0.00250952 -0.000555551 -0.00335452 0.00108796 0.00288353 0.00552825 0.00417106 0.00230443 0.00563983 0.0026825 0.00161765 0.00442247 -0.00347497
internal_weight=0 2912 115 2797 2745 298 239 136 2447 439 386 2008 333 1885 1170 715 123
internal_count=2964 2912 115 2797 2745 298 239 136 2447 439 386 2008 333 1885 1170 715 123
is_linear=0
shrinkage=0.16829


Tree=6962
num_leaves=26
num_cat=0
split_feature=1 2 12 2 2 150 14 2 12 52 52 483 12 1 1 14 12 16 12 160 16 42 13 3 52
split_gain=12.4111 1.94941 1.70981 1.45986 1.44668 0.960825 0.668194 0.534497 0.384237 0.287201 0.249093 0.230586 0.253986 0.598338 0.264653 0.209415 0.203008 0.176813 0.170472 0.164827 0.137425 0.115564 0.0819915 0.0808842 0.0456705
threshold=0.10921500000000002 0.12750000000000003 0.085075000000000026 0.098180000000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.073890000000000011 0.17553000000000005 -0.078454999999999983 -0.092084999999999986 0.023800000000000005 -0.070084999999999981 0.084130000000000024 0.086165000000000005 1.0000000180025095e-35 -1.0000000180025095e-35 0.097240000000000007 -0.0046349999999999994 0.090455000000000021 -0.29136999999999996 0.092980000000000021 0.090945000000000012 -0.052719999999999996 0.11500500000000001 -0.53385999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 -1 9 11 15 -2 16 -11 -6 13 14 -13 -3 24 22 21 -20 -4 -14 -12 -10 -5
right_child=1 7 20 5 6 -7 -8 -9 23 10 17 12 18 -15 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=0.00063959629627771632 0.00026306356680121725 0.00044168907238807377 0.00078861481768051974 0.00099856511322521206 0.0012003139063014305 0.00048501842114599599 0.0013788720091909533 -4.9969100567590987e-05 0.00046003053964629098 0.00069426129994670197 0.00087381383463138416 0.00096132345013680732 0.001072574755983632 0.0006872137713234643 0.0012186734113863555 0.00018897274868236248 0.00083109334676634869 0.00074958403363555156 0.00085005108433941305 0.0010298901687900686 0.0010085767942689258 0.0012155953759015892 0.0010487224681159865 0.00064147719357990059 0.0011288223080648081
leaf_weight=96 99 67 66 66 99 72 68 67 59 101 57 166 697 74 61 78 60 60 66 458 63 72 70 53 69
leaf_count=96 99 67 66 66 99 72 68 67 59 101 57 166 697 74 61 78 60 60 66 458 63 72 70 53 69
internal_value=0 0.000441909 0.000596804 0.000990532 0.001035 0.000841695 0.00105653 0.000193326 0.000413525 0.000894792 0.000827844 0.00104356 0.0010338 0.000946322 0.00103063 0.000305988 0.000993488 0.000899805 0.00105414 0.00100731 0.000896311 0.00108601 0.000970498 0.000546208 0.0010654
internal_weight=0 552 340 2412 1857 555 1761 212 211 483 288 1693 1594 301 227 145 195 187 1293 524 129 769 127 112 135
internal_count=2964 552 340 2412 1857 555 1761 212 211 483 288 1693 1594 301 227 145 195 187 1293 524 129 769 127 112 135
is_linear=0
shrinkage=0.0032998


Tree=6963
num_leaves=10
num_cat=0
split_feature=148 150 48 48 151 150 457 457 133
split_gain=0.156742 0.0854495 0.097962 0.198997 0.2391 0.139424 0.12198 0.134421 0.101798
threshold=-0.087904999999999983 -0.097334999999999991 -0.086624999999999994 -0.035574999999999989 0.067425000000000013 0.10860500000000002 0.086645000000000014 0.082870000000000013 0.08413000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 6 7 -5 -6
right_child=1 2 3 4 8 -7 -8 -9 -10
leaf_value=-0.0065709252296151793 -0.0036402007677576302 0.0093411088881574164 -0.0058233309593010065 0.0028420599544626657 0.016102086447702474 -0.0053065682740630052 0.010903414016635206 -0.0055604419257006083 0.0056927244265442068
leaf_weight=52 58 65 75 2438 52 61 52 55 56
leaf_count=52 58 65 75 2438 52 61 52 55 56
internal_value=0 0.002741 0.00287131 0.00271988 0.00295663 0.00263415 0.00282518 0.00265597 0.0107213
internal_weight=0 2912 2854 2789 2714 2606 2545 2493 108
internal_count=2964 2912 2854 2789 2714 2606 2545 2493 108
is_linear=0
shrinkage=0.16829


Tree=6964
num_leaves=15
num_cat=0
split_feature=51 3 3 14 12 41 52 52 52 1429 157 3 1204 4
split_gain=0.1368 0.0923606 0.123106 0.101329 0.108901 0.239533 0.146503 0.145585 0.166552 0.128199 0.205498 0.0860986 0.0751285 0.0681132
threshold=0.24916000000000002 0.28833000000000003 0.41720500000000005 -0.073149999999999979 0.085525000000000004 0.077300000000000021 0.11628500000000001 0.087525000000000006 0.081945000000000018 -0.011954999999999999 -0.077294999999999989 0.0043700000000000006 -0.080289999999999986 0.50666500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 13 6 9 7 8 11 -6 -11 -5 -12 -1
right_child=-2 2 -4 4 5 -7 -8 -9 -10 10 12 -13 -14 -15
leaf_value=0.010987102158718296 -0.006403337777100223 -0.0068509189672199032 0.00388814824010886 0.00052647905471065522 -0.0036788547460854782 -0.0067459740621285584 -0.0055152587109994107 0.0097676336462112195 -0.0066462161884787794 0.011733175866677827 -0.00097382126274119668 0.0044106589462969701 0.0036856890743868615 0.0028451934749525376
leaf_weight=65 52 70 53 532 67 67 92 57 74 88 105 233 1355 54
leaf_count=65 52 70 53 532 67 67 92 57 74 88 105 233 1355 54
internal_value=0 0.00229647 -0.00220891 0.00249581 0.00228068 0.00310483 0.000875811 0.00153404 0.000972527 0.00351461 0.00382712 0.00171185 0.00334936 0.00730755
internal_weight=0 2912 123 2789 2670 1682 988 896 839 1615 1548 765 1460 119
internal_count=2964 2912 123 2789 2670 1682 988 896 839 1615 1548 765 1460 119
is_linear=0
shrinkage=0.16829


Tree=6965
num_leaves=11
num_cat=0
split_feature=41 9 10 40 0 1185 475 13 13 42
split_gain=0.282299 0.217898 0.143491 0.158232 0.206332 0.137705 0.113961 0.170015 0.098963 0.0394161
threshold=0.082980000000000012 0.09011000000000001 -0.084119999999999986 0.0052450000000000005 0.148925 0.085905000000000009 -0.085774999999999976 -0.081879999999999994 -0.0094049999999999984 0.094540000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -8 -2
right_child=9 -3 3 -5 -6 -7 8 -9 -10 -11
leaf_value=0.0096186675524763416 0.014088491917214001 -0.0077534996737343761 -0.0097861407273260315 -0.0057265753893450209 0.012565199886139388 0.009360822167790675 0.0029608264956224729 0.0016770460673910753 0.00068239539721591416 0.0075757634613110979
leaf_weight=73 53 63 58 72 54 71 1488 99 851 56
leaf_count=73 53 63 58 72 54 71 1488 99 851 56
internal_value=0 0.0020265 0.00224991 0.00204949 0.00226379 0.00204639 0.0018376 -0.00254632 0.00213263 0.010759
internal_weight=0 2829 2766 2693 2621 2567 2496 157 2339 109
internal_count=2938 2829 2766 2693 2621 2567 2496 157 2339 109
is_linear=0
shrinkage=0.16829


Tree=6966
num_leaves=33
num_cat=0
split_feature=1 3 3 1 2 2 2 2 3 1 3 2 49 1 11 52 3 4 2 49 1 13 13 4 13 15 394 15 15 2 15 4
split_gain=30.8614 5.41762 3.79475 2.25689 2.04786 1.74805 1.38432 1.15306 0.625782 0.589089 0.492004 0.410806 0.318003 0.294265 0.494524 0.35439 0.313997 0.264842 0.226224 0.212782 0.305404 0.127051 0.118356 0.115937 0.0817777 0.0936111 0.0863351 0.0776441 0.0870311 0.067498 0.0499008 0.00196018
threshold=0.10921500000000002 -0.060719999999999989 -0.06533499999999999 0.09258000000000001 0.14744000000000002 0.11934000000000002 -1.0000000180025095e-35 0.090020000000000017 -0.0031199999999999995 0.11849500000000002 0.143375 0.10251500000000001 -0.047409999999999994 0.090795000000000015 1.0000000180025095e-35 -0.088174999999999989 -0.078884999999999997 0.036605000000000006 0.12250500000000002 -1.0000000180025095e-35 0.078705000000000011 0.10077500000000002 -0.078724999999999976 0.018150000000000003 -0.088654999999999998 0.086035000000000014 -0.073304999999999981 -0.085874999999999993 0.094410000000000008 0.10573500000000001 -0.092389999999999986 -0.060239999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 11 6 9 -3 13 -5 -2 18 19 -9 14 15 22 -15 21 -8 -4 -21 27 -1 -13 25 -17 -26 -14 -29 -10 -19 -18
right_child=1 4 3 8 -6 -7 10 12 29 -11 -12 23 17 16 -16 24 31 30 -20 20 -22 -23 -24 -25 26 -27 -28 28 -30 -31 -32 -33
leaf_value=0.0012472469437765014 0.0012775296381201994 -0.00011886865154989494 0.0010238093155730667 0.00046424161900003434 -0.00032892819148024847 0.00032592963437774112 0.00063267901329853147 0.00091477121641935681 0.00092617050635438749 0.00079301868164318346 0.00015034029109402085 0.0010564295338784853 0.0013477336248369951 0.0010656949811986998 0.0016197072688620554 0.001525398921974638 0.0012972300014199396 0.0011212059356367414 0.00035419725119964848 0.0011099048593484499 0.0014099036801729576 0.001082746178875405 0.001038170896029283 0.00083747919131110175 0.0014337246944748085 0.0013367917915267315 0.0013214777296190264 0.0011741847824865083 0.0012926384457357686 0.0007514095352033457 0.00098731769095701874 0.0013625311647639544
leaf_weight=79 59 83 56 92 93 54 71 58 52 52 63 57 63 95 68 64 56 61 59 73 79 74 52 54 95 62 604 215 112 52 79 52
leaf_count=79 59 83 56 92 93 54 71 58 52 52 63 57 63 95 68 64 56 61 59 73 79 74 52 54 95 62 604 215 112 52 79 52
internal_value=0 0.00031676 0.00119382 0.000942466 9.4398e-05 0.00081383 0.000237168 0.00126233 0.000663341 0.00105087 0.000390465 0.00111386 0.00115093 0.00132241 0.00134546 0.00132592 0.00120595 0.00117355 0.000506562 0.00120101 0.00126606 0.00121199 0.00116452 0.000950231 0.0013515 0.00143287 0.00133678 0.00123642 0.00121486 0.000839129 0.00104591 0.001329
internal_weight=0 534 2404 515 369 165 276 1889 196 111 193 319 662 1227 1024 956 203 604 130 208 152 464 131 111 825 126 699 390 327 104 140 108
internal_count=2938 534 2404 515 369 165 276 1889 196 111 193 319 662 1227 1024 956 203 604 130 208 152 464 131 111 825 126 699 390 327 104 140 108
is_linear=0
shrinkage=0.0032998


Tree=6967
num_leaves=12
num_cat=0
split_feature=1 33 151 43 0 1210 3 3 0 0 401
split_gain=0.281761 0.269046 0.18733 0.120042 0.144825 0.103521 0.210717 0.112496 0.112039 0.106648 0.091143
threshold=0.13300500000000001 0.080895000000000009 0.10365500000000001 -0.048179999999999994 -0.067664999999999989 -0.08019999999999998 -0.084014999999999992 0.12478500000000002 -0.23395499999999997 -0.22480499999999998 0.078330000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 -5 6 -1 8 -7 -10 -11
right_child=3 -3 -4 4 -6 7 -8 -9 9 10 -12
leaf_value=-0.0095585594578636301 0.0017508289747562426 0.015235406678108191 -0.0061288450240402654 -0.0014116874327240404 -0.012913028646935332 0.01113483115363007 0.0044167536926462709 -0.0023039080794355887 -0.0036724931287443843 0.003337240021535696 0.0069872806303501404
leaf_weight=53 85 52 62 72 55 56 72 92 57 2067 215
leaf_count=53 85 52 62 72 55 56 72 92 57 2067 215
internal_value=0 0.0032378 0.00300382 -0.00312754 -0.00640673 0.00322129 -0.00149441 0.00345903 0.00368115 0.00350193 0.00368192
internal_weight=0 2726 2674 212 127 2612 125 2487 2395 2339 2282
internal_count=2938 2726 2674 212 127 2612 125 2487 2395 2339 2282
is_linear=0
shrinkage=0.16829


Tree=6968
num_leaves=21
num_cat=0
split_feature=3 1429 16 1 48 2 4 13 12 10 42 42 49 0 14 0 49 42 2 0
split_gain=0.200354 0.171744 0.170977 0.127545 0.116218 0.130572 0.112842 0.152061 0.248053 0.118268 0.100507 0.130757 0.100124 0.0984065 0.0918379 0.121495 0.216196 0.0882072 0.0661973 0.0659786
threshold=0.11391500000000002 0.086570000000000022 0.052690000000000008 0.13707500000000003 0.11741000000000001 0.088005000000000014 -0.092854999999999979 -0.0005399999999999999 0.081080000000000013 -0.00189 -0.088004999999999986 -0.042674999999999991 -0.0084199999999999987 -0.072849999999999984 -0.07279999999999999 -0.099704999999999974 -0.013329999999999998 -0.071309999999999985 0.093320000000000014 -0.079119999999999982
decision_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 19 9 -9 -8 13 17 -13 18 -2 16 -16 -12 -7 -1
right_child=14 2 -4 -5 -6 10 7 8 -10 -11 11 12 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=0.0030171285795836662 0.0037896193327962135 -0.0094346250869848502 0.0026700782068846676 -0.0038891882229625248 0.010058441267201365 0.0069207318294272025 -0.003678831096216978 0.016253709013703162 0.0040823077838858576 0.0042662480929623403 0.00016615556540143609 -0.0019078178954211574 0.0027802859994875179 0.011409884143159119 0.00146631052717331 0.0024849125887311629 -0.012364584138043621 -0.0083425142741279396 -0.0011096876472725258 -0.0049767637679664139
leaf_weight=61 54 64 68 73 69 55 56 79 120 938 74 161 642 54 53 56 80 64 61 56
leaf_count=61 54 64 68 73 69 55 56 79 120 938 74 161 642 54 53 56 80 64 61 56
internal_value=0 0.0027279 -0.00318526 0.00303314 0.00323681 0.00304165 0.00418075 0.00467011 0.0089232 0.00381683 0.00169689 0.0010142 0.00183809 0.00546519 -0.00231386 -0.00406722 -0.00683952 -0.00376688 0.00268235 -0.000793653
internal_weight=0 2695 132 2563 2490 2421 1310 1193 199 994 1111 941 803 170 243 189 133 138 116 117
internal_count=2938 2695 132 2563 2490 2421 1310 1193 199 994 1111 941 803 170 243 189 133 138 116 117
is_linear=0
shrinkage=0.16829


Tree=6969
num_leaves=30
num_cat=0
split_feature=4 3 150 3 43 0 43 13 43 0 3 15 3 3 15 4 3 42 160 160 4 13 48 4 1213 42 42 15 52
split_gain=6.65878 2.59811 1.24281 0.745124 1.05357 0.699048 0.540224 0.478946 0.46554 0.449441 0.487975 0.393716 0.348228 0.306998 0.292324 0.41905 0.279355 0.211048 0.208563 0.185105 0.16417 0.2148 0.142608 0.110727 0.0900973 0.0811087 0.0786587 0.0955606 0.059687
threshold=0.31392000000000003 -0.066229999999999997 0.085425000000000015 0.12478500000000002 -0.035884999999999993 -0.076914999999999997 -0.094299999999999981 -0.026489999999999996 -0.11113499999999998 -0.105195 0.12955000000000003 0.10189000000000002 -0.12711499999999995 0.018975000000000002 -0.41956999999999994 0.51395000000000002 -0.10115999999999999 -0.051634999999999993 -0.021669999999999998 -0.0071899999999999993 -0.078549999999999995 -0.014114999999999997 0.091600000000000015 -0.079814999999999983 -0.09897499999999998 0.090385000000000007 0.090645000000000017 0.09414500000000002 -0.013914999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 6 11 -3 -8 -7 10 -2 12 -1 17 15 -11 -14 -6 -15 -10 24 -22 -4 28 -18 -13 -25 -28 -21
right_child=9 2 22 -5 13 8 7 -9 19 14 -12 25 16 18 -16 -17 20 -19 -20 23 21 -23 -24 26 -26 -27 27 -29 -30
leaf_value=0.0012209430874435955 0.00068886269094381523 0.00091300403272501316 0.00052943712102172271 0.00050694960773131962 0.0010270283021717337 0.00063057693185934337 0.00074099873623353256 0.00032396504418113586 0.00075929076280582515 0.00055904744590640806 0.00028337825453029645 0.00071664648084020374 0.00078604258669895714 0.00094444188903381333 8.2647236208672058e-05 0.00016888917395606394 0.0011927697522886654 0.00076702331875173825 0.0012062886385149712 0.00094688696316853438 0.0010086269204988836 0.0008387595993356317 0.00030423450865689597 0.00097318032328911187 0.0010485736353176795 0.00090330246829557444 0.00076167869873577855 0.00093488506889137296 0.0010951734674008327
leaf_weight=90 87 58 76 82 57 80 58 63 80 64 52 53 61 63 54 57 58 90 75 71 598 97 53 89 409 55 77 70 61
leaf_count=90 87 58 76 82 57 80 58 63 80 64 52 53 61 63 54 57 58 90 75 71 598 97 53 89 409 55 77 70 61
internal_value=0 0.000905737 0.000729089 0.00079799 0.000849348 0.000966898 0.000650349 0.000524157 0.000863901 0.000397058 0.000537424 0.00100514 0.001021 0.00097421 0.000285366 0.000375545 0.00100626 0.000868081 0.00108701 0.000905487 0.00101779 0.00098497 0.000437185 0.000937173 0.00106656 0.000812029 0.000893113 0.000844398 0.00101568
internal_weight=0 2624 675 546 464 1949 179 121 528 314 139 1421 1313 285 175 121 1223 147 138 448 1162 695 129 368 467 108 236 147 132
internal_count=2938 2624 675 546 464 1949 179 121 528 314 139 1421 1313 285 175 121 1223 147 138 448 1162 695 129 368 467 108 236 147 132
is_linear=0
shrinkage=0.0032998


Tree=6970
num_leaves=12
num_cat=0
split_feature=3 9 40 13 1204 4 393 48 480 14 12
split_gain=0.224348 0.162367 0.128006 0.21825 0.104486 0.186628 0.177649 0.125323 0.103047 0.152103 0.0559265
threshold=0.3148450000000001 0.091370000000000021 -0.08440499999999998 -0.0094049999999999984 -0.082199999999999981 -0.083389999999999978 0.084330000000000016 -0.087924999999999989 0.083685000000000009 -0.24168999999999999 0.084065000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 -6 9 -9 -10
right_child=-2 -3 4 -5 6 -7 -8 8 10 -11 -12
leaf_value=0.0044714517391059487 -0.0050340378350413485 0.012422692128549509 0.00086036140667218857 -0.0097203299708791199 0.010805893995393182 0.014570013752196544 -0.004138081561970014 0.011215014681176473 0.011177622830258667 0.0026154809390106139 0.0050469064144381742
leaf_weight=65 95 54 52 58 63 62 92 60 58 2175 163
leaf_count=65 95 54 52 58 63 62 92 60 58 2175 163
internal_value=0 0.00326986 0.00309569 -0.002206 0.00333565 0.00833225 0.0031168 0.00338248 0.00319133 0.00284714 0.006664
internal_weight=0 2902 2848 123 2725 114 2611 2519 2456 2235 221
internal_count=2997 2902 2848 123 2725 114 2611 2519 2456 2235 221
is_linear=0
shrinkage=0.16829


Tree=6971
num_leaves=19
num_cat=0
split_feature=10 159 160 159 15 4 4 39 1 132 48 15 15 4 15 159 159 49
split_gain=0.230593 0.0738707 0.182515 0.105743 0.103334 0.0803559 0.238012 0.11662 0.118401 0.116442 0.120081 0.0897823 0.141475 0.0697778 0.148472 0.0658777 0.0620895 0.0486169
threshold=-0.36237499999999995 -0.085164999999999977 -0.14624499999999999 0.040460000000000003 0.043560000000000008 -0.082199999999999981 -0.083524999999999974 0.10940500000000002 0.13831000000000002 0.089275000000000007 0.083540000000000017 -0.14151499999999997 -0.094389999999999988 -0.070654999999999982 -0.011749999999999998 0.090695000000000012 -0.21294499999999997 0.083250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 13 3 4 -3 6 9 8 11 10 15 17 -13 -2 16 -4 -15 -7
right_child=1 2 5 -5 -6 7 -8 -9 -10 -11 -12 12 -14 14 -16 -17 -18 -19
leaf_value=-0.00828768051907962 0.010444439738491374 -0.0037873861814831261 0.0024861891496011134 -0.0074617681641719448 0.0059084339412616774 0.0074462860314478026 0.013936675125538832 0.0090781824448567909 -0.0058576100213629601 -0.0040976003280369282 0.011623178410428122 -0.002331874011577 0.0024081298536857963 0.010421106682369737 -0.0010433295624523854 0.0087586623024263881 0.0035467676005020267 0.0023956256117382644
leaf_weight=55 58 70 410 75 56 131 67 68 53 54 54 208 1237 82 101 54 70 94
leaf_count=55 58 70 410 75 56 131 67 68 53 54 54 208 1237 82 101 54 70 94
internal_value=0 0.00270296 0.00241174 -0.0024571 0.000507609 0.00281522 0.00443824 0.00223514 0.00196403 0.00332252 0.00409952 0.00221334 0.00172459 0.00516078 0.0039424 0.00322005 0.00726711 0.00534422
internal_weight=0 2942 2631 201 126 2430 639 1791 1723 572 518 1670 1445 311 253 464 152 225
internal_count=2997 2942 2631 201 126 2430 639 1791 1723 572 518 1670 1445 311 253 464 152 225
is_linear=0
shrinkage=0.16829


Tree=6972
num_leaves=31
num_cat=0
split_feature=1 2 2 12 0 2 43 12 11 15 1 2 1 1 52 0 0 3 133 52 16 133 12 133 12 15 12 16 16 12
split_gain=28.043 4.56832 2.93637 2.64144 1.54084 1.03402 0.796176 0.734312 0.673986 0.477623 0.476722 0.399747 0.370377 0.363417 0.33172 0.549724 0.190784 0.164056 0.143664 0.111423 0.105457 0.250425 0.103474 0.129623 0.102163 0.0672455 0.0420413 0.0134125 0.000978085 0.000886553
threshold=0.10910500000000002 0.14253500000000002 0.099845000000000003 0.085075000000000026 -0.13165999999999997 -1.0000000180025095e-35 -0.049999999999999996 0.10344500000000002 1.0000000180025095e-35 -0.18498499999999998 0.094165000000000013 0.092155000000000015 0.14684500000000003 0.086115000000000011 -0.45635499999999996 -0.021574999999999997 -0.082284999999999983 -0.037084999999999993 0.099765000000000006 -0.023474999999999996 -0.11807499999999999 0.085020000000000012 0.081320000000000017 -0.14785999999999996 0.091065000000000021 -0.040769999999999994 0.086935000000000012 0.0015850000000000003 0.62619000000000014 0.094600000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 6 -4 10 19 -5 11 -8 -1 13 -3 22 28 17 26 18 25 -2 -13 24 -7 -24 -22 -16 -15 -18 -6 -23
right_child=1 12 4 7 14 8 9 -9 -10 -11 -12 20 -14 16 15 -17 27 -19 -20 -21 21 29 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0057818746518579983 0.0046249573106343939 0.0045926587036508836 0.0052271190194647377 0.0057392462378608499 0.0057904682400948737 0.0060687508363017166 0.0048784537709949082 0.0052610623727296661 0.0061716044046195573 0.0052738560244123493 0.0053185212273840045 0.0059090925445716216 0.0042175366720140182 0.0056335901573512492 0.0057314205899112241 0.005349483365971225 0.0059175495494618304 0.0055144957488604393 0.0056105599809878675 0.0048544549605597127 0.0055191572173557881 0.0057957187280638029 0.006060399795169558 0.0059129776409850236 0.0057282271324890803 0.0059119173119434225 0.005779206194118403 0.0058076121721637166 0.0059174685691540307 0.0059196796185438478
leaf_weight=52 53 74 101 77 52 86 58 70 96 92 52 62 53 60 79 65 169 52 74 66 64 55 94 805 75 63 126 64 53 55
leaf_count=52 53 74 101 77 52 86 58 70 96 92 52 62 53 60 79 65 169 52 74 66 64 55 94 805 75 63 126 64 53 55
internal_value=0 0.00498617 0.00581543 0.00515393 0.00559889 0.00587636 0.00495824 0.00551178 0.00589505 0.0051212 0.00555054 0.00587955 0.00443639 0.00590434 0.00568454 0.00563071 0.00581875 0.00569878 0.00574299 0.00475254 0.00576751 0.00573211 0.00594072 0.00592843 0.00563222 0.00581175 0.00573242 0.0058875 0.00585491 0.00585802
internal_weight=0 543 2454 416 539 1915 269 147 1811 150 104 1715 127 1404 438 333 419 268 216 119 311 249 985 899 139 142 186 233 105 110
internal_count=2997 543 2454 416 539 1915 269 147 1811 150 104 1715 127 1404 438 333 419 268 216 119 311 249 985 899 139 142 186 233 105 110
is_linear=0
shrinkage=0.0032998


Tree=6973
num_leaves=33
num_cat=0
split_feature=1 2 4 2 123 2 2 150 0 42 42 159 1 1 402 481 52 52 3 52 1 4 3 52 0 0 0 1 1 0 2 0
split_gain=10.5594 2.82778 1.89061 1.36722 1.16596 1.24759 0.959312 0.826726 0.71535 0.570965 0.387928 0.292907 0.321656 0.278654 0.234113 0.284747 0.250069 0.387547 0.226454 0.185574 0.205291 0.178466 0.199706 0.176843 0.255903 0.236116 0.15789 0.153111 0.151358 0.317562 0.292018 0.124291
threshold=0.10921500000000002 0.14744000000000002 0.44128500000000004 0.10060500000000001 0.081180000000000016 0.10043500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 -0.074504999999999988 0.086135000000000003 0.090645000000000017 -0.0048749999999999991 1.0000000180025095e-35 0.13130500000000003 0.11184000000000001 -0.084514999999999993 0.008405000000000001 0.11087000000000001 0.12478500000000002 -0.41694999999999993 0.100925 -0.082199999999999981 -0.084094999999999989 0.0030150000000000008 -0.095199999999999993 -0.068189999999999987 -0.085524999999999976 0.14684500000000003 0.085410000000000014 -0.079119999999999982 0.084245000000000014 -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 2 2 2
left_child=3 2 4 6 5 10 8 19 -1 11 -2 12 -8 -4 15 -11 26 -18 -7 20 -5 22 31 24 -21 -25 -17 -3 29 -23 -30 -13
right_child=1 27 13 7 -6 18 9 -9 -10 14 -12 21 -14 -15 -16 16 17 -19 -20 23 -22 28 -24 25 -26 -27 -28 -29 30 -31 -32 -33
leaf_value=0.0010722002262725592 0.001323187553681879 0.00019768900567072111 0.00052054002242399192 0.00096394728114385466 0.00038599519016760831 0.00050670558593603752 0.0011843618893077449 0.00056689091043726585 0.00052288514025605379 0.00082617818814504414 0.00095755698477654734 0.0012081003463183379 0.0015082006330679563 0.00022739950540206548 0.0012694043444634552 0.0010972956296485693 0.0012674992101021005 0.0010280022145545389 0.00081330472837083233 0.00064707516090187895 0.001233179681223681 0.0011780814412014537 0.0013635574853120048 0.0011116461445504883 0.00094210811210759034 0.00087073026781316824 0.00093521791543853868 -5.1654029754677831e-05 0.0011349960346050774 0.00090252530517490341 0.00081893038210335378 0.0010473813671665166
leaf_weight=52 67 55 67 80 53 52 86 65 52 65 62 233 57 76 52 103 126 185 55 52 53 386 75 91 88 91 201 52 87 53 52 73
leaf_count=52 67 55 67 80 53 52 86 65 52 65 62 233 57 76 52 103 126 185 55 52 53 386 75 91 88 91 201 52 87 53 52 73
internal_value=0 0.000556804 0.000675764 0.00106695 0.000829416 0.000928849 0.00110735 0.000916314 0.000797881 0.00112488 0.00114773 0.00117261 0.00131369 0.000364991 0.00105297 0.00103636 0.00105852 0.00112515 0.000664633 0.000966154 0.0010715 0.00115154 0.00120809 0.000922532 0.000832776 0.000991382 0.000990248 7.61837e-05 0.0011142 0.00114489 0.00101701 0.00116987
internal_weight=0 539 432 2458 289 236 1938 520 104 1834 129 1102 143 143 732 680 615 311 107 455 133 959 381 322 140 182 304 107 578 439 139 306
internal_count=2997 539 432 2458 289 236 1938 520 104 1834 129 1102 143 143 732 680 615 311 107 455 133 959 381 322 140 182 304 107 578 439 139 306
is_linear=0
shrinkage=0.0032998


Tree=6974
num_leaves=27
num_cat=0
split_feature=1 3 12 3 14 1 43 1 12 12 51 15 15 49 402 402 133 3 3 52 43 3 3 12 15 12
split_gain=19.7461 3.63107 2.14016 1.50761 1.45404 1.40418 1.08818 0.864157 0.540739 0.577285 0.445147 0.344677 0.321167 0.316267 0.281949 0.369167 0.256898 0.206357 0.188899 0.15406 0.132724 0.131512 0.110341 0.109735 0.0782495 0.0641453
threshold=0.10921500000000002 -0.053364999999999996 -1.0000000180025095e-35 0.30863500000000005 0.064610000000000015 0.09258000000000001 -0.025079999999999995 0.12448500000000001 0.056995000000000011 0.098455000000000015 -0.092879999999999976 -0.093959999999999988 -0.0039399999999999991 0.10322500000000003 0.090375000000000025 0.08406000000000001 0.092000000000000012 -0.084524999999999975 -0.086064999999999989 -0.068039999999999975 -0.052849999999999994 -0.082204999999999986 -0.0088549999999999983 -0.16423499999999996 0.062230000000000008 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 2 2
left_child=2 7 5 6 8 22 19 17 10 14 -4 -8 -12 20 15 16 -10 -2 -16 -3 21 -11 -1 -5 -22 -20
right_child=1 3 4 23 -6 -7 11 -9 9 13 12 -13 -14 -15 18 -17 -18 -19 25 -21 24 -23 -24 -25 -26 -27
leaf_value=0.0016114922791882122 0.0012853391318466511 0.00050544736961553351 0.0016633947850785721 0.0004815407749546415 0.0020083300764146012 0.00096877511746638694 0.00089987687925387173 0.0009130358609578421 0.0016530692195679433 0.0015206153543564616 0.0012133244045846767 0.0012818601428517314 0.0015343970061872066 0.0012650860153682365 0.001920769149580389 0.0013492393625205116 0.001540202833748933 0.0015606314998690939 0.0016030140302864871 0.00073093426580089381 0.0013807591705477468 0.0017424991457591766 0.0013948084027683456 0.00027241316317279049 0.0015374604936748801 0.0017660316847680367
leaf_weight=60 64 54 64 53 95 98 53 53 1066 77 95 52 55 61 57 55 291 60 62 91 74 53 52 59 82 61
leaf_count=60 64 54 64 53 95 98 53 53 1066 77 95 52 55 61 57 55 291 60 62 91 74 53 52 59 82 61
internal_value=0 0.000880011 0.00157758 0.000690413 0.0016074 0.00125824 0.00083306 0.00126758 0.00158969 0.00160721 0.00143077 0.00108939 0.00133129 0.00148415 0.00163402 0.00161802 0.00162889 0.00141883 0.00175927 0.000647203 0.00153075 0.00161135 0.0015112 0.00037169 0.00146335 0.00168415
internal_weight=0 539 2458 362 2248 210 250 177 2153 1939 214 105 150 347 1592 1412 1357 124 180 145 286 130 112 112 156 123
internal_count=2997 539 2458 362 2248 210 250 177 2153 1939 214 105 150 347 1592 1412 1357 124 180 145 286 130 112 112 156 123
is_linear=0
shrinkage=0.0032998


Tree=6975
num_leaves=32
num_cat=0
split_feature=1 2 2 3 1 2 52 1 3 2 2 3 1 1 2 1 52 1 3 2 1 13 47 3 52 42 13 3 474 133 159
split_gain=10.6803 1.98589 1.44875 1.16791 0.84262 0.909615 0.575898 0.861202 0.562074 0.475647 0.464482 0.421962 0.322234 0.307576 0.285816 0.283894 0.17256 0.292503 0.232876 0.191723 0.152502 0.152077 0.121793 0.120082 0.192923 0.114884 0.106496 0.0748467 0.0704996 0.0603925 0.0395191
threshold=0.10921500000000002 0.14808000000000002 0.10060500000000001 -0.031895 0.089625000000000024 -0.0098549999999999974 -0.41694999999999993 0.081315000000000012 -0.15105999999999997 0.11504500000000002 0.086325000000000013 -0.084524999999999975 0.14310500000000001 0.096160000000000009 -1.0000000180025095e-35 0.11883500000000001 -0.06717999999999999 1.0000000180025095e-35 -0.010059999999999998 0.091235000000000024 0.10404000000000001 -0.085349999999999995 0.094160000000000008 -0.076289999999999983 0.10400000000000002 0.088185000000000013 -0.062109999999999992 -0.078254999999999977 0.085925000000000015 0.083645000000000011 -0.094489999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 8 -6 13 11 -1 15 22 -8 -3 -4 -5 -2 17 28 19 21 -9 -18 25 -13 -25 -7 -16 -27 29 -10 -21
right_child=1 12 6 14 5 10 7 20 16 -11 -12 23 -14 -15 26 -17 18 -19 -20 30 -22 -23 -24 24 -26 27 -28 -29 -30 -31 -32
leaf_value=0.0014158014147702353 0.0011220582957539166 0.00035072700214994879 0.00095139093020453675 0.00034266900183565547 0.00057790307720388169 0.0012335584039426964 0.00067479948545737668 0.00072439157013395145 0.0010778923078447846 0.00060292790538605515 0.000748875434518994 0.0011465410072433696 -3.5988616206382466e-06 0.0012822163640956656 0.00050162043467168703 0.00080785145662727619 0.001217476417051585 0.00086964757724263908 0.0013267877221986735 0.00095981119190911878 0.00048308810911266287 0.0011203998277874269 0.00095333693030392173 0.0010499469798547364 0.00080908900491562631 0.00096912049959900536 0.00066453084099067172 0.0011315045372895665 0.00099941890176347072 0.0012018814455578134 0.001070744525727423
leaf_weight=76 64 52 71 79 57 73 52 58 96 58 54 54 60 56 92 64 285 74 72 52 59 522 62 102 59 56 89 85 55 96 193
leaf_count=76 64 52 71 79 57 73 52 58 96 58 54 54 60 56 92 64 285 74 72 52 59 522 62 102 59 56 89 85 55 96 193
internal_value=0 0.000553845 0.00106044 0.000652519 0.00110231 0.000964241 0.000904012 0.000839913 0.00113742 0.000852444 0.00103087 0.000943593 0.000160595 0.00109754 0.00050936 0.00096523 0.00112276 0.00105385 0.0011424 0.00112975 0.00060301 0.00115473 0.00108591 0.00100844 0.000961901 0.00112415 0.00058192 0.00106726 0.00110889 0.00114007 0.00104734
internal_weight=0 558 2419 446 1908 387 511 384 1521 186 330 267 112 127 260 128 1445 321 1124 1052 117 807 276 215 161 214 181 141 247 192 245
internal_count=2977 558 2419 446 1908 387 511 384 1521 186 330 267 112 127 260 128 1445 321 1124 1052 117 807 276 215 161 214 181 141 247 192 245
is_linear=0
shrinkage=0.0032998


Tree=6976
num_leaves=22
num_cat=0
split_feature=1 4 4 3 12 1 1 0 4 0 3 1 0 48 159 4 1 0 0 4 0
split_gain=15.249 2.10256 1.97803 1.68443 1.12483 0.920627 0.709463 0.662649 0.377453 0.436168 0.645427 0.413025 0.460404 0.364847 0.29737 0.222832 0.205139 0.201849 0.174297 0.232397 0.0677183
threshold=0.10910500000000002 0.31392000000000003 0.27420500000000009 -0.036264999999999992 -1.0000000180025095e-35 0.14754500000000001 0.09258000000000001 -0.105195 -0.50946499999999995 -0.077574999999999991 -0.15288999999999997 0.087545000000000026 -0.11991499999999998 0.087310000000000013 0.091130000000000017 0.0047050000000000008 0.121715 -0.15029999999999996 0.12390500000000002 -0.17568999999999999 -0.09300499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 16 6 7 20 -4 -6 10 -10 17 -13 -5 -9 18 -2 -12 19 -11 -1
right_child=2 -3 5 13 8 -7 -8 14 9 15 11 12 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0011446587197294833 0.001066708594572364 0.00047380071224270532 0.00062028120790887933 0.00065917754354614467 0.0014135458031137656 -7.3207506578860937e-05 0.0006606791685288525 0.00012224116979847577 0.0015154395484861612 0.0012889772063991076 0.0013648475448474083 0.00076840188428523699 0.0011044718598370116 0.00032294284567646988 0.00044261326850969762 0.00090997717759545621 0.00079839707733988683 0.0011693222247260691 0.00091443019232480488 0.0010764258578796213 0.00097110592305187885
leaf_weight=56 83 56 89 58 56 56 88 79 56 69 63 56 230 91 53 95 52 1127 58 354 52
leaf_count=56 83 56 89 58 56 56 88 79 56 69 63 56 230 91 53 95 52 1127 58 354 52
internal_value=0 0.00110683 0.0005028 0.000696406 0.00112184 0.000304174 0.000881677 0.000399959 0.00114357 0.00113638 0.00116572 0.00115242 0.00103879 0.000454063 0.000251142 0.00105831 0.00096362 0.0011797 0.00108753 0.00111118 0.00106142
internal_weight=0 2416 561 284 2360 277 196 221 2164 2108 1532 1476 286 149 132 576 135 1190 481 423 108
internal_count=2977 2416 561 284 2360 277 196 221 2164 2108 1532 1476 286 149 132 576 135 1190 481 423 108
is_linear=0
shrinkage=0.0032998


Tree=6977
num_leaves=17
num_cat=0
split_feature=4 3 1 43 376 49 151 3 4 1 16 4 3 12 51 12
split_gain=0.504005 0.270103 0.208693 0.199712 0.157632 0.134443 0.175583 0.125989 0.155554 0.205918 0.102207 0.142947 0.101833 0.196068 0.183916 0.0987209
threshold=0.31392000000000003 0.28833000000000003 0.14754500000000001 -0.14029999999999995 0.076485000000000011 -0.096394999999999995 0.0048400000000000014 -0.04682999999999999 -0.061939999999999988 0.076160000000000019 -0.54150999999999994 0.42642000000000008 -0.0037099999999999998 0.083400000000000016 -0.065634999999999985 -0.064689999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 7 5 -5 12 8 9 -1 -2 -12 13 -7 -14 -13
right_child=2 -3 -4 4 -6 6 -8 -9 -10 -11 11 15 14 -15 -16 -17
leaf_value=0.01015845302904194 0.010988108370761803 -0.00052245996529192806 -0.0064276681070585201 0.01613752797733501 0.0028460620708663166 0.0038505049995409004 0.00036906415217830658 0.022090936178076791 0.0061869675689981167 0.023253339796248104 -0.0044512858746064915 0.0095859893514766443 0.0066598530050641308 0.010068093826535568 0.016859353409971235 0.0011254005369769136
leaf_weight=77 60 68 56 97 92 158 56 52 69 62 53 84 77 1695 147 74
leaf_count=77 60 68 56 97 92 158 56 52 69 62 53 84 77 1695 147 74
internal_value=0 0.00992187 0.00291108 0.0101976 0.00970007 0.00998203 0.00970126 0.0146343 0.0127615 0.0160123 0.00484748 0.00309282 0.00995201 0.00953891 0.0133613 0.00563481
internal_weight=0 2650 327 2582 2322 2230 2133 260 208 139 271 211 2077 1853 224 158
internal_count=2977 2650 327 2582 2322 2230 2133 260 208 139 271 211 2077 1853 224 158
is_linear=0
shrinkage=0.16829


Tree=6978
num_leaves=17
num_cat=0
split_feature=4 3 160 0 3 10 14 1374 13 13 3 160 3 402 159 160
split_gain=0.348601 0.187067 0.114478 0.0966492 0.164369 0.13346 0.358661 0.0879681 0.0963381 0.0915676 0.329221 0.190236 0.141065 0.0771547 0.0497693 0.0684184
threshold=0.31392000000000003 0.28833000000000003 0.10446500000000002 -0.105195 0.12168500000000002 0.031045 -0.40567999999999999 0.086000000000000007 -0.14022999999999999 -0.0005399999999999999 -0.10067 0.0034400000000000008 -0.055994999999999996 0.084920000000000009 0.11586 0.31372000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -2 6 -5 8 -1 10 -10 13 -12 -11 15 -4
right_child=3 -3 14 5 -6 -7 -8 -9 9 11 12 -13 -14 -15 -16 -17
leaf_value=0.013931244470605376 0.010685056781498229 -0.00043453527980845592 0.0061230277658946156 0.0061754168654374209 -0.0010246398934578415 0.0071844730549207141 -0.011117355388826678 0.014940849102281226 -0.0046184935821401898 0.0083706423148846836 0.0087694536708866015 0.017953870454320561 0.0036947870609269546 0.01478620354305064 0.0088919585795838654 -0.0014819903324372989
leaf_weight=94 81 68 75 65 58 52 71 65 59 528 1335 77 177 60 52 60
leaf_count=94 81 68 75 65 58 52 71 65 59 528 1335 77 177 60 52 60
internal_value=0 0.00825315 0.00848264 0.00242117 0.00578607 -5.71508e-05 -0.00283922 0.00879654 0.00862436 0.00840045 0.00769491 0.0100645 0.00817658 0.00902835 0.00445289 0.00272971
internal_weight=0 2650 2582 327 139 188 136 2395 2330 2236 1571 665 1512 588 187 135
internal_count=2977 2650 2582 327 139 188 136 2395 2330 2236 1571 665 1512 588 187 135
is_linear=0
shrinkage=0.16829


Tree=6979
num_leaves=23
num_cat=0
split_feature=2 43 2 12 403 12 12 12 14 157 0 48 4 12 0 43 43 51 43 4 52 0
split_gain=0.323884 0.138535 0.143861 0.250728 0.106328 0.185269 0.112659 0.146566 0.141137 0.152507 0.28723 0.143067 0.134728 0.12 0.111664 0.102713 0.0876579 0.0688029 0.0543036 0.0410586 0.0879754 0.0317108
threshold=0.14073000000000005 -0.12788999999999998 0.10100500000000003 0.085760000000000017 -0.121015 0.08648500000000002 0.083865000000000009 0.084355000000000013 0.020750000000000005 -0.066269999999999982 -0.081484999999999988 0.087645000000000015 0.27258000000000004 0.11160500000000002 -0.018054999999999998 -0.073404999999999984 -0.095314999999999983 0.098910000000000012 -0.25708499999999995 -0.079814999999999983 0.048655000000000011 -0.057749999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -3 8 -8 9 10 -6 12 -11 14 16 -13 -9 21 -5 -7 -21 -2
right_child=17 4 -4 18 6 19 7 13 -10 11 -12 15 -14 -15 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=0.021016193183770543 -0.00045251704411287383 -0.0057788879270201186 0.0027256757197718041 0.0055371488990113796 -0.0092995353283986358 0.0087712484307574078 0.015104741960363129 0.0012087487072548005 0.013491568605917943 0.0097541142422725956 0.007233001712361656 -0.0040454488355652742 0.0031720018815259805 0.001073046317962048 0.013231411655856784 0.0044277569577824876 0.0074917269310547981 0.0043847297462873535 0.011952343073381758 -0.0012532682723944235 0.0081987273120059812 -0.0058894229548870124
leaf_weight=66 75 53 56 81 60 69 70 67 52 245 59 60 139 86 93 124 1231 56 72 55 56 52
leaf_count=66 75 53 56 81 60 69 70 67 52 245 59 60 139 86 93 124 1231 56 72 55 56 52
internal_value=0 0.00678183 0.0103788 0.0123276 0.00638843 0.00294995 0.00673812 0.00755696 0.00502153 0.00437781 -0.00108763 0.00552602 0.00737621 0.00719803 0.00757543 0.00165499 0.0071688 -0.00051718 0.00856781 0.00553008 0.00349912 -0.0026928
internal_weight=0 2794 275 219 2519 233 2286 1547 739 687 119 568 384 1477 1391 184 1298 183 153 180 111 127
internal_count=2977 2794 275 219 2519 233 2286 1547 739 687 119 568 384 1477 1391 184 1298 183 153 180 111 127
is_linear=0
shrinkage=0.16829


Tree=6980
num_leaves=28
num_cat=0
split_feature=2 9 2 15 0 12 0 15 0 2 11 13 13 15 481 3 2 4 12 3 12 15 12 0 13 0 2
split_gain=6.90596 3.52361 1.82545 1.28182 0.889074 0.787399 0.67801 0.75173 0.483797 0.371741 0.569919 0.450983 0.307892 0.280425 0.26322 0.288052 0.244418 0.240287 0.228505 0.197262 0.26597 0.187738 0.163765 0.240633 0.108062 0.0876848 0.0586039
threshold=0.11487000000000001 -1.0000000180025095e-35 0.16730000000000003 -0.016434999999999995 -0.047019999999999999 0.090125000000000025 -0.12368999999999998 -0.097454999999999986 -0.081414999999999987 0.090020000000000017 1.0000000180025095e-35 -0.087669999999999984 -1.0000000180025095e-35 -0.15973499999999999 -0.084514999999999993 -0.10067 0.13154000000000002 0.062600000000000017 -0.081654999999999991 -0.066789999999999974 0.093815000000000023 0.091435000000000002 0.093670000000000017 0.035525000000000008 -0.044684999999999996 -0.15270499999999995 0.097180000000000016
decision_type=2 2 2 2 2 2 2 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 6 12 7 25 13 10 14 -11 18 -8 -5 -16 -7 -15 -2 20 -10 -17 23 24 -13 -3 -24
right_child=2 3 -4 9 -6 16 8 -9 19 11 -12 22 -14 17 15 21 -18 -19 -20 -21 -22 -23 26 -25 -26 -27 -28
leaf_value=0.00038928843732086708 0.00057568159009090927 0.0010918072350512458 0.00012094745484876027 0.00092412527012979259 0.00061395991352819165 0.00096628619695071638 0.0013158730499152351 0.00058674403790866475 0.0011087367756337804 0.00076611238732701584 0.0014518107177119294 0.0011421734188151996 0.00068492542539658717 0.001103993323729112 0.00093329748306822727 0.0011837252206737022 0.00068287685142683541 0.00093367743272107962 0.00028589171703473972 0.00071348188593118526 0.00082525245943710658 0.0010570193345987755 0.0010647634084411954 0.0013222224173467982 0.00094974790604620066 0.00089693545802088377 0.00093353004425076106
leaf_weight=93 61 55 80 69 78 91 52 90 67 63 62 81 97 337 70 625 54 128 59 52 82 168 75 56 58 53 91
leaf_count=93 61 55 80 69 78 91 52 90 67 63 62 81 97 337 70 625 54 128 59 52 82 168 75 56 58 53 91
internal_value=0 0.00102016 0.000572582 0.00104447 0.000953359 0.000672294 0.000982221 0.000810426 0.00102955 0.00110831 0.00114352 0.0010257 0.000546048 0.00108327 0.00112297 0.00113883 0.000860984 0.00105719 0.000433495 0.000891182 0.000952962 0.00115693 0.0010709 0.00113701 0.00106213 0.000996502 0.000993034
internal_weight=0 2505 442 2412 994 362 916 198 718 1418 994 424 217 517 932 863 145 465 120 201 149 793 361 195 139 108 166
internal_count=2947 2505 442 2412 994 362 916 198 718 1418 994 424 217 517 932 863 145 465 120 201 149 793 361 195 139 108 166
is_linear=0
shrinkage=0.0032998


Tree=6981
num_leaves=28
num_cat=0
split_feature=1 3 2 1 14 15 2 2 40 4 52 3 2 2 11 3 52 483 402 4 4 133 3 1 133 3 15
split_gain=11.4126 2.68511 1.02462 0.930482 0.875516 0.759206 0.63844 0.581797 0.580697 0.557306 0.449183 0.309502 0.264737 0.250722 0.224983 0.185463 0.163688 0.15794 0.135579 0.135145 0.133515 0.106921 0.0889687 0.180313 0.0882798 0.0766265 0.0664295
threshold=0.10123500000000001 -0.051469999999999995 0.11504500000000002 0.089455000000000021 0.064610000000000015 0.087450000000000014 0.090485000000000024 0.098500000000000018 -0.012844999999999997 -0.069819999999999979 0.056265000000000009 0.083395000000000011 0.13554000000000002 0.13775000000000001 0.080320000000000016 -0.029394999999999998 -0.010394999999999998 -0.074799999999999991 0.10783500000000001 0.0072100000000000003 -0.014099999999999998 0.096875000000000017 -0.08212499999999999 0.094655000000000017 0.024055000000000003 -0.082094999999999987 -0.077669999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 7 6 26 11 13 -9 12 15 19 16 25 17 -3 -1 -19 -10 -11 24 -7 -24 -22 -2 -5
right_child=1 8 -4 5 -6 22 -8 9 10 20 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28
leaf_value=0.0012922431179517861 0.00080443977691772406 0.00028981822701993812 0.00052241985163080135 0.0010313769241538124 0.0014741681079781762 0.001213014888433124 0.00057919887260325111 0.00067144115543330593 0.00043480870008958441 0.001148229481801007 0.0008008092271336026 0.00093889548021536045 0.00028998954787530669 0.00013313029664700581 0.0011400946798668598 0.0013410302142563271 0.00052369913369918039 0.0011439171391711288 0.0010077989756661989 0.00064012834246486149 0.00098344331948136635 0.0008890968377995702 0.00092994147183298218 0.00119053379933971 0.0011617919179145353 0.00096988337666762639 0.0008690182179058051
leaf_weight=76 52 71 69 66 75 57 82 52 60 95 65 81 56 55 71 56 62 1090 91 89 87 72 66 55 52 89 55
leaf_count=76 52 71 69 66 75 57 82 52 60 95 65 81 56 55 71 56 62 1090 91 89 87 72 66 55 52 89 55
internal_value=0 0.000618697 0.000872775 0.00109258 0.00112361 0.000943661 0.000805082 0.00110858 0.000462734 0.000989177 0.000560954 0.00113922 0.000484731 0.000321484 0.00098664 0.00115156 0.00039911 0.00114309 0.00113346 0.000557686 0.00104306 0.000995536 0.0011015 0.00104868 0.00105042 0.000909119 0.000957869
internal_weight=0 739 281 2208 1827 381 203 1752 458 358 270 1394 205 188 212 1313 133 1257 1181 149 306 211 178 121 139 141 121
internal_count=2947 739 281 2208 1827 381 203 1752 458 358 270 1394 205 188 212 1313 133 1257 1181 149 306 211 178 121 139 141 121
is_linear=0
shrinkage=0.0032998


Tree=6982
num_leaves=29
num_cat=0
split_feature=1 52 2 4 11 2 30 2 0 11 1 51 0 48 1 48 0 4 49 52 2 52 0 2 1212 1 1 1
split_gain=11.6935 2.35026 1.46821 0.924815 1.11112 0.781769 0.49245 0.636205 0.487011 0.412294 0.342188 0.335885 0.327819 0.483372 0.304031 0.295425 0.243826 0.270462 0.238078 0.311281 0.280249 0.230941 0.197212 0.179681 0.131322 0.11765 0.128803 0.120675
threshold=0.10378000000000001 -0.41694999999999993 0.13554000000000002 0.23355000000000001 1.0000000180025095e-35 0.094905000000000017 0.085570000000000021 0.10472500000000001 -0.073254999999999987 0.084110000000000004 0.080320000000000016 0.026870000000000002 -0.18713499999999997 0.085040000000000018 0.13472500000000001 0.082425000000000012 -0.10028499999999999 0.0049450000000000006 0.098965000000000011 -0.15201999999999996 0.11085000000000002 -0.049669999999999999 -0.061204999999999989 0.10100500000000003 -0.024559999999999995 0.091095000000000023 0.094485000000000013 0.085880000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 4 5 10 7 8 -3 -6 16 25 -9 -14 -4 18 -1 24 20 -20 23 -17 -16 -7 -18 27 -27 -12
right_child=1 2 14 -5 9 15 -8 12 -10 -11 11 -13 13 -15 22 21 17 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29
leaf_value=0.0014468901372564097 0.0012798291530405797 0.00115377065151428 0.00057940232029653671 0.0008461876377478274 0.0016662720020587879 0.001170201432032015 0.00048130033167818144 0.00086218875146973903 0.00079010496782379086 0.0013007223920363921 0.0010978198073949158 0.0009312778323540507 0.00038803285007960275 0.00080125584100269409 0.00040986290965377601 0.00076407292494241354 0.0013773172839837832 0.0010186368570649911 0.001162015373042656 0.00081054162805874381 0.0010212753537688687 0.0010677920427054873 0.00014143826061484638 0.001396007461350685 0.0012443866828731646 0.0010407474439084533 0.0012112094068987098 0.0012763613387578206
leaf_weight=72 68 67 57 81 73 117 69 57 103 65 57 66 75 53 65 54 96 56 56 56 93 58 56 61 820 103 101 192
leaf_count=72 68 67 57 81 73 117 69 57 103 65 57 66 75 53 65 54 96 56 56 56 93 58 56 61 820 103 101 192
internal_value=0 0.000697821 0.000632021 0.00119391 0.00120672 0.00118742 0.000737696 0.000787431 0.000933639 0.00149435 0.00122377 0.0011537 0.000652888 0.000559408 0.000380101 0.00107256 0.00125857 0.00124458 0.00111659 0.000986593 0.00117018 0.000921671 0.000285924 0.00124778 0.00125836 0.00118603 0.00112532 0.00123563
internal_weight=0 670 602 2277 2196 2058 424 355 170 138 1563 519 185 128 178 495 1044 972 383 112 271 112 121 178 916 453 204 249
internal_count=2947 670 602 2277 2196 2058 424 355 170 138 1563 519 185 128 178 495 1044 972 383 112 271 112 121 178 916 453 204 249
is_linear=0
shrinkage=0.0032998


Tree=6983
num_leaves=22
num_cat=0
split_feature=1 11 48 0 1212 0 4 48 1447 0 3 0 12 1213 1212 3 403 1212 0 3 1213
split_gain=0.237501 0.233833 0.186515 0.499093 0.184415 0.186401 0.303258 0.171734 0.165231 0.217327 0.20394 0.143771 0.104208 0.105292 0.0990421 0.097664 0.0960152 0.101654 0.118801 0.0834515 0.0828183
threshold=0.077375000000000013 0.088160000000000002 0.089155000000000012 -0.069414999999999991 -0.072599999999999984 -0.097774999999999987 0.097095000000000015 0.10697500000000001 -0.064264999999999989 0.080385000000000012 -0.10690999999999999 0.024295000000000001 0.11549500000000001 -0.086579999999999976 -0.16506999999999997 -0.082714999999999997 -0.53101999999999994 0.058905000000000006 -0.093649999999999983 -0.22004999999999997 -0.016744999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 7 14 6 -6 -4 -2 10 -10 15 13 -7 -1 -12 -15 18 -18 -3 -19
right_child=1 19 3 -5 5 12 -8 -9 9 -11 11 -13 -14 16 -16 -17 17 20 -20 -21 -22
leaf_value=0.009918049137418658 0.013317099870089123 0.0083159295804954361 0 -0.010772161019974384 0.021040667771175473 0.0018650005687082132 0.0065974018288097614 0.011316273280320454 -0.0013207101126587605 -0.0050723585892967354 0.010271592696015882 0.015404632163589668 0.00092134155203491724 0.0021953701388277339 0.019611521355886882 0.0053925627890916783 0.00085852532919091233 0.0094575714849194758 0.0084857865898720422 0.017772080986016917 0.017217109111437753
leaf_weight=58 81 52 70 73 79 79 87 83 97 53 142 52 66 70 64 669 63 102 786 56 65
leaf_count=58 81 52 70 73 79 79 87 83 97 53 142 52 66 70 64 669 63 102 786 56 65
internal_value=0 0.00569667 0.00507847 0.000668202 0.00872551 0.00817472 0.0134818 0.00613842 0.00598791 0.00540009 0.00598012 0.00680281 0.00745759 0.00782635 0.0150179 0.00624906 0.00825834 0.0086743 0.00792192 0.0132358 0.0124885
internal_weight=0 1428 1320 226 1519 1397 166 153 1094 1013 960 863 1231 1165 122 811 1086 1016 849 108 167
internal_count=2947 1428 1320 226 1519 1397 166 153 1094 1013 960 863 1231 1165 122 811 1086 1016 849 108 167
is_linear=0
shrinkage=0.16829


Tree=6984
num_leaves=21
num_cat=0
split_feature=1 9 1212 402 3 4 475 13 130 43 13 156 51 49 43 3 13 3 4 1186
split_gain=0.178702 0.14065 0.11763 0.265289 0.119275 0.0899668 0.0897922 0.152416 0.12401 0.147947 0.17388 0.117884 0.103261 0.0899464 0.0811072 0.080382 0.069043 0.158457 0.0515448 0.0316517
threshold=0.13300500000000001 -1.0000000180025095e-35 -0.065539999999999987 0.10783500000000001 -0.081334999999999977 0.08920500000000002 -0.078224999999999975 -0.013049999999999997 -0.0089599999999999975 0.10751000000000001 -0.17030499999999998 0.086240000000000011 -0.08569499999999998 -0.007794999999999999 -0.0094449999999999968 -0.077564999999999981 -0.17030499999999998 -0.0096849999999999974 -0.068329999999999988 -0.0056599999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 -3 -2 7 12 14 10 -10 -9 -4 -14 19 -6 -7 -18 -11 -8
right_child=5 2 3 -5 15 16 8 11 9 18 -12 -13 13 -15 -16 -17 17 -19 -20 -21
leaf_value=-0.0015545438220414406 -0.0043890569926144816 0.016027780258286731 0.017490301957979817 -0.0029895334174195373 0.0024555714418307869 0.0084893070216925555 0.0099159515907865179 0.0094673265288809112 -0.0034567827057896249 0.014213667551865192 0.0056071217457777734 -0.0014779232213453669 0.01407857530380599 0.0060599978654896887 0.0059657009957860387 0.011733045015188025 0.00765650085246095 -0.0049543775180291433 0.008252149762422176 0.015650467605649511
leaf_weight=61 56 73 63 84 53 52 52 56 62 63 1618 55 69 96 76 54 54 59 127 64
leaf_count=61 56 73 63 84 53 52 52 56 62 63 1618 55 69 96 76 54 54 59 127 64
internal_value=0 0.00641169 0.00659471 0.00629205 0.0107631 0.00142535 0.00661752 0.00916681 0.00619754 0.00577716 0.00527155 0.00402782 0.0116608 0.00942411 0.0102825 0.00715445 0.00340962 0.00105616 0.0102383 0.0130953
internal_weight=0 2726 2665 2485 180 221 2401 339 2062 1870 1680 111 228 165 192 107 165 113 190 116
internal_count=2947 2726 2665 2485 180 221 2401 339 2062 1870 1680 111 228 165 192 107 165 113 190 116
is_linear=0
shrinkage=0.16829


Tree=6985
num_leaves=25
num_cat=0
split_feature=1 52 2 1 2 14 2 150 39 12 43 1 2 12 12 39 2 151 160 12 52 481 475 160
split_gain=10.4561 1.63917 1.15757 1.12776 1.46204 0.826425 0.738475 0.524388 0.450661 0.402083 0.373374 0.286563 0.268271 0.226245 0.275401 0.211179 0.369452 0.191343 0.15803 0.209815 0.145731 0.125895 0.179145 0.0451008
threshold=0.10661000000000002 -0.24841999999999997 0.091525000000000009 0.12646500000000002 1.0000000180025095e-35 0.073890000000000011 -0.012574999999999998 1.0000000180025095e-35 0.082765000000000019 0.11878500000000002 -0.076744999999999994 0.096160000000000009 -1.0000000180025095e-35 0.056995000000000011 0.083535000000000012 0.098380000000000009 0.14808000000000002 -1.0000000180025095e-35 0.019875 0.079335000000000017 -0.077114999999999975 -0.087424999999999989 -0.083494999999999986 0.10419500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 10 6 -1 8 9 11 -3 18 -5 20 -15 16 -14 -6 19 -4 -8 -16 -23 -20
right_child=1 3 7 12 17 -7 13 -9 -10 -11 -12 -13 15 14 21 -17 -18 -19 23 -21 -22 22 -24 -25
leaf_value=0.00069485702923310162 0.00095157337758264965 0.00068371573881384506 0.00071023230299607754 9.074937427418663e-05 0.0005104104339569345 0.0013958402974229111 0.0010274346318351669 0.00065228365919181141 0.00065304611520810034 0.00068734783172007795 0.0010599778472013593 0.0011639036377225865 0.00060085858164819457 0.0012730697532922196 0.00087813866042313403 0.00017460368938699639 0.00023484538066792512 0.00028849810437959458 0.0011155919972678295 0.00093705147230004407 0.00078800891806181243 0.001171971677191728 0.0010341817731711431 0.00097948910588369791
leaf_weight=72 77 62 52 66 75 68 53 94 66 63 55 72 60 60 52 59 61 100 60 374 63 119 1026 62
leaf_count=72 77 62 52 66 75 68 53 94 66 63 55 72 60 60 52 59 61 100 60 374 63 119 1026 62
internal_value=0 0.00050088 0.000984181 0.00043631 0.000575087 0.00103891 0.00102209 0.000885907 0.00091518 0.000940459 0.000860892 0.000966121 0.000271438 0.00103923 0.00105226 0.000337495 0.000416631 0.000383805 0.000940071 0.000909447 0.000897705 0.00104116 0.00104853 0.00104671
internal_weight=0 615 2356 538 292 1513 1445 843 749 683 117 620 246 1373 1257 180 121 175 548 426 116 1197 1145 122
internal_count=2971 615 2356 538 292 1513 1445 843 749 683 117 620 246 1373 1257 180 121 175 548 426 116 1197 1145 122
is_linear=0
shrinkage=0.0032998


Tree=6986
num_leaves=32
num_cat=0
split_feature=1 52 1 2 1 2 2 52 2 1 15 52 2 131 2 484 50 15 15 52 52 52 2 2 2 52 1 15 133 2 1
split_gain=7.15688 1.30041 0.987004 1.14645 0.653428 0.526749 0.4186 0.399775 0.377823 0.206781 0.271351 0.263442 0.397376 0.189162 0.187194 0.16 0.158831 0.139388 0.134385 0.129957 0.183794 0.119886 0.130211 0.0915649 0.0857181 0.0738425 0.0720925 0.0708532 0.0654063 0.0580638 0.0186489
threshold=0.10123500000000001 -0.25811499999999993 0.12646500000000002 1.0000000180025095e-35 0.090650000000000022 0.091290000000000024 0.092645000000000019 -0.0078749999999999983 -1.0000000180025095e-35 0.083250000000000005 0.088235000000000022 0.11122500000000002 0.084095000000000017 0.090280000000000013 0.14744000000000002 0.085950000000000013 -0.10146999999999999 -0.0094049999999999984 -0.12431499999999999 0.042815000000000006 0.091715000000000005 -0.084674999999999986 0.10257000000000001 0.10669500000000001 0.081935000000000022 -0.063199999999999992 0.093390000000000015 -0.19631499999999999 0.09086000000000001 0.097605000000000011 0.11121000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 5 9 13 -3 -4 11 17 12 24 26 -10 18 -7 -11 -14 21 -21 22 -18 29 -1 -5 -6 -27 -23 -22 -9
right_child=1 2 8 25 6 16 -8 30 14 10 -12 -13 15 -15 -16 -17 19 -19 -20 20 23 28 -24 -25 -26 27 -28 -29 -30 -31 -32
leaf_value=0.0012330692665235732 0.00083797473355574058 0.00052167703426226719 6.3442325560100546e-05 0.00030938246633923353 0.00066737256016429793 0.00098989107437691274 0.00052404222230195262 0.00082434935668836552 0.00046842846824006224 0.00086543106572939258 0.00099049734440790358 0.00078192082822657117 0.0010837313562410919 0.00094629257935475953 0.00025416361083188373 0.0010866089044292704 0.00091083841439229269 0.00067422906751737498 0.00090626009566579743 0.0010312755222620297 0.00081066974047020899 0.00063653609233323485 0.00071465448201784925 0.00072068051347066433 0.0010647340816260567 0.00053374734572995703 0.00080654981454434576 0.00038019239557969721 0.00078306096742258922 0.00093684462995101002 0.00092477764814065681
leaf_weight=55 102 53 68 81 84 55 82 52 83 86 97 89 53 69 98 74 82 86 574 52 124 103 72 84 102 53 89 95 54 67 53
leaf_count=55 102 53 68 81 84 55 82 52 83 86 97 89 53 69 98 74 82 86 574 52 124 103 72 84 102 53 89 95 54 67 53
internal_value=0 0.000491717 0.00043613 0.000540494 0.000866673 0.000890012 0.000729054 0.000756954 0.000273784 0.000931598 0.000849663 0.000954835 0.00097273 0.000798376 0.000352612 0.000938817 0.000816989 0.000770035 0.000921318 0.000802028 0.00084881 0.000752727 0.000819345 0.000814179 0.00112393 0.000390993 0.000739176 0.00043542 0.000687158 0.000855115 0.000875377
internal_weight=0 738 636 387 2233 1909 324 158 249 1216 269 947 858 242 181 701 693 172 627 638 327 311 154 275 157 229 173 148 157 191 105
internal_count=2971 738 636 387 2233 1909 324 158 249 1216 269 947 858 242 181 701 693 172 627 638 327 311 154 275 157 229 173 148 157 191 105
is_linear=0
shrinkage=0.0032998


Tree=6987
num_leaves=13
num_cat=0
split_feature=123 10 48 151 480 1213 1213 43 51 1213 124 1
split_gain=0.206468 0.179133 0.154499 0.15111 0.150412 0.125804 0.14951 0.116464 0.102223 0.0725473 0.0666996 0.0440556
threshold=0.085810000000000011 -0.090429999999999996 0.11904500000000003 -0.14525499999999997 -0.040684999999999992 -0.072409999999999988 -0.082414999999999974 -0.48891499999999993 -0.40775499999999992 -0.086979999999999988 -0.082024999999999987 0.12700000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 9 -7 -9 -6 -2 -12
right_child=10 2 -4 4 5 7 -8 8 -10 -11 11 -13
leaf_value=0.015664734431291724 -0.0035124741608052149 0.0135233972366571 -0.00012421408953713813 7.1609325238967457e-05 0.010130005744875274 0.013633422593363214 0.017976797123459561 0.012145105296298539 0.0062270175358377124 0.0034841807587560865 0.006603192455166715 0.00025280157237666005
leaf_weight=69 56 103 84 88 198 67 59 87 1973 62 63 62
leaf_count=69 56 103 84 88 198 67 59 87 1973 62 63 62
internal_value=0 0.00717584 0.00695991 0.00718625 0.00692796 0.00717389 0.0103009 0.00670407 0.00647783 0.00855214 0.00129821 0.00346777
internal_weight=0 2790 2721 2637 2534 2446 319 2127 2060 260 181 125
internal_count=2971 2790 2721 2637 2534 2446 319 2127 2060 260 181 125
is_linear=0
shrinkage=0.16829


Tree=6988
num_leaves=29
num_cat=0
split_feature=2 1213 3 42 16 3 3 12 12 51 39 15 49 2 13 42 15 12 16 12 457 13 2 0 0 12 42 16
split_gain=0.176482 0.235523 0.225182 0.204121 0.204845 0.183617 0.259251 0.192857 0.177157 0.179154 0.152795 0.117336 0.202949 0.109548 0.126161 0.104689 0.134517 0.111264 0.102493 0.0953422 0.0812012 0.0774999 0.0706654 0.05995 0.0571705 0.0369323 0.0772173 0.0140051
threshold=0.09167500000000002 0.053000000000000012 0.09722500000000002 0.09112000000000002 -0.082359999999999989 -0.12077499999999998 -0.15624499999999999 0.084065000000000015 -0.097314999999999985 -0.40775499999999992 0.099965000000000012 -0.10192499999999999 -0.0093249999999999982 0.093595000000000025 -0.11760499999999999 -0.087904999999999983 0.084735000000000019 0.091585000000000014 0.064455000000000012 -0.089399999999999993 -0.083824999999999983 -0.085414999999999991 0.085835000000000009 -0.087874999999999995 -0.10228499999999999 0.094305000000000014 0.096160000000000009 -0.076589999999999978
decision_type=2 2 2 2 2 2 2 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 23 6 -1 11 -2 -10 13 -7 -13 -11 24 16 -9 20 25 -16 -17 -14 -18 -5 -15 26 -6 -19
right_child=1 -3 -4 4 18 7 -8 15 9 10 -12 12 21 14 19 17 22 27 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0063361650046315958 0.012337016025614735 -0.0069835991977529478 -0.0032131394343564196 0.0011740088402487549 0.0056479482595065576 0.0049602402339793761 0.022660966340680187 0.0077633455864709643 0.01303452955707003 -0.001538839396264586 -0.004891753624257862 0.0062516774677349729 0.020764317197309604 0.0030587854122734164 -0.0015289110913420047 0.00099393818218308197 -0.0057725078235197728 0.010134767865704655 0.00071088823593738629 0.005918812112941609 0.0069154222280292735 0.013186603351906943 0.0029488625678680386 -0.0068086397679759684 -0.0045412052938959167 0.005114089476749125 0.014810622032834146 0.014123763543172168
leaf_weight=55 78 52 62 54 52 73 56 81 59 91 58 91 65 57 52 75 52 59 70 685 566 99 53 52 55 63 54 52
leaf_count=55 78 52 62 54 52 73 56 81 59 91 58 91 65 57 52 75 52 59 70 685 566 99 53 52 55 63 54 52
internal_value=0 0.00407776 0.00673126 0.00709035 0.00342074 0.00800845 0.0145883 0.00743013 0.00458611 0.00401245 0.00347728 0.0109498 0.0126575 0.00399557 0.0045909 0.00619744 0.00260726 0.00708305 0.006154 0.00539089 0.00622538 0.0162009 -0.00135318 -0.00272506 -0.000657312 0.00839792 0.0103327 0.0120197
internal_weight=0 1187 1784 1722 345 1377 111 1266 1135 1057 998 328 255 940 849 938 186 752 239 737 641 164 105 106 112 169 106 111
internal_count=2971 1187 1784 1722 345 1377 111 1266 1135 1057 998 328 255 940 849 938 186 752 239 737 641 164 105 106 112 169 106 111
is_linear=0
shrinkage=0.16829


Tree=6989
num_leaves=16
num_cat=0
split_feature=12 40 2 1213 41 51 41 40 43 43 2 0 0 1375 15
split_gain=0.158888 0.211461 0.151054 0.156808 0.144452 0.128865 0.116888 0.107114 0.113412 0.0945745 0.116798 0.174663 0.175855 0.124678 0.1019
threshold=-0.22686499999999998 0.0052450000000000005 0.09167500000000002 0.053000000000000012 0.078385000000000024 -0.26637499999999997 0.079395000000000007 -0.089869999999999992 -0.10761 0.076280000000000014 0.090640000000000012 -0.10726999999999999 -0.15530999999999998 -0.030214999999999995 0.084845000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 5 9 -4 7 -7 -9 10 11 12 -2 -13 -11
right_child=1 -3 3 -5 -6 6 -8 8 -10 14 -12 13 -14 -15 -16
leaf_value=0.013094981507631871 0.0046248176279224777 -0.0056904060766479444 0.010976237454283324 -0.0058083309911759499 0.013339010376080327 -0.0035840176997217936 -0.0045031435054063698 0.0096240088487997907 0.0033984214300221307 0.01530713876842287 0.01162740227218742 0.012329776475821088 -0.008844444490868934 0.0048648991120358014 0.0056567756517133909
leaf_weight=63 58 56 64 52 68 55 53 93 794 55 73 67 52 1295 73
leaf_count=63 58 56 64 52 68 55 53 93 794 55 73 67 52 1295 73
internal_value=0 0.00453635 0.00473779 0.00320094 0.00571748 0.00364502 0.00317165 0.00360537 0.00405319 0.00540663 0.00504004 0.00471214 -0.00172614 0.00523343 0.00981745
internal_weight=0 2908 2852 1111 1741 1059 995 942 887 1673 1545 1472 110 1362 128
internal_count=2971 2908 2852 1111 1741 1059 995 942 887 1673 1545 1472 110 1362 128
is_linear=0
shrinkage=0.16829


Tree=6990
num_leaves=21
num_cat=0
split_feature=3 147 3 13 16 160 1428 51 13 4 51 13 151 4 3 51 51 3 16 12
split_gain=0.233647 0.155361 0.194638 0.181898 0.157081 0.208732 0.159024 0.149912 0.136937 0.130515 0.129435 0.122524 0.10845 0.108306 0.106965 0.104877 0.0675034 0.092647 0.065794 0.0619093
threshold=0.3148450000000001 0.089245000000000005 0.08796000000000001 -0.14022999999999999 -0.071129999999999985 0.083130000000000023 0.087665000000000007 0.092720000000000011 -0.091014999999999999 -0.0051399999999999996 0.11178000000000002 -0.086659999999999987 -0.080624999999999988 0.17176000000000005 -0.080694999999999975 0.089215000000000017 -0.082424999999999984 0.11745500000000002 -0.093874999999999986 0.08648500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 10 16 13 19 -6 14 -3 18 -10 -13 -4 -18 -5 -7
right_child=-2 12 7 4 5 9 -8 -9 11 -11 -12 15 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=0.010677237132593734 -0.004841823721903676 0.0028444394418188344 0.01067243927454093 -0.007075349446602478 0.0010195658757926049 0.012156895243156796 0.010108049095266263 0.015301487872048179 0.015969879204020643 -0.00035723053643457433 -0.0072982307665503633 0.0055295462598153912 -0.007661514462985514 0.0065465843116220791 0.0055022472592027773 -0.00017604707332760774 -0.0014228945175609928 0.0079058307947107841 0.0010510512478970014 0.0054576040062778129
leaf_weight=97 93 55 58 52 974 89 52 67 56 54 56 710 56 53 56 104 55 66 61 72
leaf_count=97 93 55 58 52 974 89 52 67 56 54 56 710 56 53 56 104 55 66 61 72
internal_value=0 0.00372222 0.00397323 0.00352516 0.00323401 0.00197949 0.00102585 0.008494 0.00472241 0.00677033 0.000565592 0.00552042 -0.00243968 0.00026003 0.0107521 0.00479837 0.00593591 0.00365065 -0.00267263 0.0091721
internal_weight=0 2843 2732 2486 2389 1297 1082 246 1092 215 1030 926 111 166 112 814 179 121 113 161
internal_count=2936 2843 2732 2486 2389 1297 1082 246 1092 215 1030 926 111 166 112 814 179 121 113 161
is_linear=0
shrinkage=0.16829


Tree=6991
num_leaves=20
num_cat=0
split_feature=2 9 3 2 39 0 15 2 52 3 16 150 16 0 160 3 376 52 13
split_gain=7.99047 3.98957 1.73799 1.486 1.0733 0.766244 0.62095 0.511524 0.449562 0.879972 0.361163 0.238041 0.401025 0.368529 0.229542 0.215553 0.182279 0.163722 0.0358596
threshold=0.12026500000000001 -1.0000000180025095e-35 0.110335 0.16730000000000003 0.08252000000000001 -0.082234999999999989 -0.11277999999999998 0.10060500000000001 -0.41694999999999993 -0.08867499999999999 -0.15190499999999998 0.088985000000000009 -0.011694999999999999 -0.10339499999999999 -0.022144999999999995 -0.081224999999999978 0.076485000000000011 0.048535000000000002 -0.010834999999999999
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 5 7 -2 -7 11 -9 -10 -4 13 -13 14 -3 -15 -6 -11 -8
right_child=3 2 10 -5 16 6 18 8 9 17 -12 12 -14 15 -16 -17 -18 -19 -20
leaf_value=9.8325938293469334e-05 0.00015743010162973969 0.00086498100528041512 0.00024009413435785988 -0.00014423856367971132 0.00067065088545367529 0.0002409965106305826 0.00061046941201915478 0.00094040719675530908 0.00034050422021990507 0.00068340577763425939 0.00060261687129473562 0.00056025051205943943 0.00093481117646592392 0.00091179916122418019 0.0011051503332347265 0.0008315607583300065 0.00042514852372188447 0.00088218769790681935 0.00074027120497308237
leaf_weight=84 101 65 53 75 78 55 52 98 64 87 70 63 63 963 142 612 59 100 52
leaf_count=84 101 65 53 75 78 55 52 98 64 87 70 63 63 963 142 612 59 100 52
internal_value=0 0.00080623 0.000829841 0.000264616 0.000849512 0.00038269 0.000525558 0.000866755 0.000749951 0.000675449 0.000446694 0.000888102 0.00074781 0.000898001 0.00102991 0.000880643 0.000565181 0.000789895 0.000675709
internal_weight=0 2601 2517 335 2394 260 159 2257 349 251 123 1908 126 1782 207 1575 137 187 104
internal_count=2936 2601 2517 335 2394 260 159 2257 349 251 123 1908 126 1782 207 1575 137 187 104
is_linear=0
shrinkage=0.0032998


Tree=6992
num_leaves=15
num_cat=0
split_feature=4 3 48 15 12 3 1456 42 14 480 0 15 42 15
split_gain=0.188518 0.15963 0.133362 0.195898 0.123426 0.151594 0.118862 0.116264 0.110446 0.11177 0.109836 0.131519 0.0919675 0.0785814
threshold=0.27258000000000004 -0.010434999999999998 -0.083209999999999992 0.15100500000000003 -0.098524999999999988 0.17351000000000003 -0.069944999999999993 0.087065000000000017 0.018455000000000003 0.09116500000000001 -0.14043999999999998 -0.43587999999999999 0.086510000000000017 -0.070009999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 -1 4 -4 6 7 13 9 -8 -3 -12 -2 -6
right_child=1 10 3 -5 5 -7 8 -9 -10 -11 11 -13 -14 -15
leaf_value=0.010921415897444569 0.00035555894745600939 0.0009166127156000764 0.01205227338808109 -0.0064036578442358766 0.0071438446276755859 -0.0052245213995928156 0.0040815393160099026 0.0022891249170449057 -0.0026670693113182162 -0.0017558482730940502 -0.0011630487473630606 -0.013003781984173794 0.0092499268490271406 0.015440111616860302
leaf_weight=75 79 90 52 53 76 52 1992 71 77 97 54 53 57 58
leaf_count=75 79 90 52 53 76 52 1992 71 77 97 54 53 57 58
internal_value=0 -0.000332077 0.00391559 0.00370703 0.00392427 0.00374909 0.00394666 0.00782722 0.00357856 0.00380963 -0.00339853 -0.00704488 0.00409656 0.0107482
internal_weight=0 333 2603 2528 2475 2423 2371 205 2166 2089 197 107 136 134
internal_count=2936 333 2603 2528 2475 2423 2371 205 2166 2089 197 107 136 134
is_linear=0
shrinkage=0.16829


Tree=6993
num_leaves=14
num_cat=0
split_feature=15 3 147 14 10 0 52 15 0 52 15 151 0
split_gain=7.42442 3.6748 2.24208 2.10028 1.3392 0.82629 0.737077 0.67263 0.5567 0.683703 0.297474 0.228289 0.160553
threshold=-0.24211499999999997 0.28833000000000003 0.089245000000000005 0.073890000000000011 -1.0000000180025095e-35 -0.13409999999999997 0.056265000000000009 -0.43091499999999999 -0.077614999999999976 -0.42946499999999993 0.11357500000000002 -0.086654999999999982 -0.14920999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 11 7 -1 10 -10 -7 -6 -13
right_child=1 -3 -4 -5 5 8 -8 -9 9 -11 -12 12 -14
leaf_value=0.00047029843552264542 0.00066372398505709835 0.00026408467451299742 0.00057025576353189828 0.0015418122793495331 0.00070980959794307509 0.0011402809684626489 0.00069381347080825061 3.3850694213792235e-05 0.0012071112722585404 0.00096596237544672873 0.00091668841450228767 0.0010366740679994422 0.00080830978093169605
leaf_weight=97 93 66 101 100 67 1284 75 64 164 610 70 87 58
leaf_count=97 93 66 101 100 67 1284 75 64 164 610 70 87 58
internal_value=0 0.00103385 0.00105313 0.00107237 0.00105306 0.00106852 0.000423271 0.000297022 0.00108816 0.0010171 0.00112875 0.000871228 0.000945571
internal_weight=0 2700 2634 2533 2433 2340 236 161 2128 774 1354 212 145
internal_count=2936 2700 2634 2533 2433 2340 236 161 2128 774 1354 212 145
is_linear=0
shrinkage=0.0032998


Tree=6994
num_leaves=22
num_cat=0
split_feature=4 2 123 2 150 1 1 4 2 4 4 52 1 483 16 16 133 2 16 1 4
split_gain=13.1852 6.11238 2.39844 1.17279 1.23456 1.01722 0.638089 0.321136 0.314579 0.24372 0.208284 0.196485 0.239967 0.188003 0.253319 0.162379 0.129546 0.113243 0.102828 0.0388043 0.0154687
threshold=0.31392000000000003 0.14808000000000002 0.080635000000000012 0.099845000000000003 0.082085000000000019 0.12765500000000005 0.10174000000000001 0.42405000000000009 -1.0000000180025095e-35 -0.082619999999999985 0.50944500000000004 -0.12367499999999999 0.096630000000000008 -0.14014999999999997 0.0097750000000000007 0.035560000000000008 -0.017094999999999996 0.11585500000000001 0.23599500000000004 0.10198500000000001 -0.020619999999999996
decision_type=2 2 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 11 7 -4 -2 -1 15 -7 19 17 -11 -15 16 -10 -13 -17 20 -5
right_child=5 -3 6 4 -6 10 -8 -9 9 13 -12 12 -14 14 -16 18 -18 -19 -20 -21 -22
leaf_value=0.00099271498318502689 0.00043565343892793489 0.00019408738927363764 0.00099324068106753684 0.0010984722425738341 0.00057381752741399313 0.00035809765282179791 0.00053800543822597128 0.00072587820055583009 0.0013535002371240627 0.001385233837126849 9.6682677080718119e-05 0.0011387247940266307 0.00085400980182068914 0.0012155185861635535 0.0010927935051556188 0.0015114083952924877 0.0012171107432151415 0.00095858786466606857 0.0012979522569687965 0.0012657108308629177 0.0011963920489529521
leaf_weight=67 84 74 59 52 56 55 79 84 114 61 85 160 60 1073 229 54 275 54 53 56 52
leaf_count=67 84 74 59 52 56 55 79 84 114 61 85 160 60 1073 229 54 275 54 53 56 52
internal_value=0 0.00112958 0.00115667 0.00118086 0.00103624 0.000407752 0.00073289 0.000580976 0.00121764 0.00122573 0.000199633 0.00109583 0.00104113 0.00120255 0.00119396 0.00128935 0.00125717 0.00109343 0.00140601 0.00118927 0.00114777
internal_weight=0 2628 2554 2416 490 308 138 168 1926 1859 140 434 274 1363 1302 496 389 214 107 160 104
internal_count=2936 2628 2554 2416 490 308 138 168 1926 1859 140 434 274 1363 1302 496 389 214 107 160 104
is_linear=0
shrinkage=0.0032998


Tree=6995
num_leaves=31
num_cat=0
split_feature=1 3 2 2 14 10 47 52 1 159 1 2 52 4 15 1 15 4 4 2 43 4 2 13 159 2 3 156 160 3
split_gain=10.8683 1.9078 1.82063 1.388 1.16205 0.645236 0.600733 0.528863 0.793885 0.490262 0.47132 1.23456 0.903569 0.390253 0.367892 0.333229 0.297778 0.24881 0.209439 0.193534 0.325525 0.140561 0.13683 0.135328 0.130194 0.12626 0.123087 0.0972721 0.0782842 0.020667
threshold=0.10921500000000002 -0.049204999999999992 0.11835000000000002 0.10060500000000001 0.073890000000000011 -1.0000000180025095e-35 0.091930000000000012 -0.55511499999999991 0.081315000000000012 -0.038439999999999995 0.077690000000000023 0.083185000000000023 -0.081674999999999984 -0.073079999999999992 -0.43091499999999999 0.11690500000000002 -0.040119999999999996 -0.064209999999999989 0.057200000000000008 0.084915000000000004 -0.0078799999999999981 0.00093000000000000016 0.10644500000000001 0.0040450000000000009 0.10610000000000001 0.13881000000000002 -0.072649999999999978 0.086860000000000007 -0.44328499999999998 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 5 -1 14 -5 17 13 19 23 -13 -7 24 -16 -10 -9 -2 20 -11 -19 -23 -12 -3 -17 -24 -21 -15 -30
right_child=1 6 -4 7 -6 9 -8 8 16 10 11 12 -14 28 15 25 -18 21 -20 27 -22 22 26 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00079196750637148389 0.0012977788680708963 0.00064515375794915199 0.00045012844618044122 0.001257903603993849 0.0015268505195216923 0.0015242747875571878 0.00074649572210817123 0.00080642495518268385 0.00054659730009736006 0.0011597566461106596 0.0011692930660824534 0.0010330062012421416 0.00047673083046965986 0.0011076076134354333 0.00052084099783103824 0.00032410958642788991 0.00087670290807883037 0.0011548614558022474 0.0010066548325782772 0.0011597419198497625 0.0014417739220985431 0.0011321736795300141 0.0010291582834111698 0.00098235121226187389 0.00042284210490190334 0.0001140089233458461 0.00080929079268203389 0.0010489818089517522 0.001206495116874569 0.0013044184767608818
leaf_weight=57 52 68 66 59 89 59 70 56 67 125 307 66 62 58 58 62 55 96 60 753 72 55 63 52 52 64 54 106 60 72
leaf_count=57 52 68 66 59 89 59 70 56 67 125 307 66 62 58 58 62 55 96 60 753 72 55 63 52 52 64 54 106 60 72
internal_value=0 0.000604325 0.000885746 0.00111715 0.00115739 0.00113958 0.000470292 0.00096265 0.000923513 0.00115062 0.00112851 0.00104291 0.000763836 0.0012875 0.000406577 0.000313427 0.000695704 0.00100918 0.00114213 0.00116796 0.00126301 0.00105142 0.000993481 0.00114231 0.000549112 0.000217671 0.000927982 0.00114612 0.00121379 0.00126017
internal_weight=0 552 178 2443 1938 1849 374 505 446 1792 1543 487 128 249 304 184 122 324 112 1056 197 268 172 359 120 126 117 859 190 132
internal_count=2995 552 178 2443 1938 1849 374 505 446 1792 1543 487 128 249 304 184 122 324 112 1056 197 268 172 359 120 126 117 859 190 132
is_linear=0
shrinkage=0.0032998


Tree=6996
num_leaves=23
num_cat=0
split_feature=48 4 1375 42 1455 51 52 52 16 475 157 3 39 484 3 48 4 48 4 4 12 16
split_gain=0.278132 0.202593 0.219514 0.182829 0.245793 0.171285 0.139002 0.232111 0.136255 0.132426 0.119121 0.126143 0.158576 0.102789 0.138642 0.0834987 0.0857693 0.0761019 0.0668169 0.0535516 0.0431915 0.0106228
threshold=0.10145000000000001 0.27420500000000009 -0.10702499999999998 0.087855000000000003 0.083760000000000015 0.022440000000000005 0.084805000000000019 0.093630000000000005 -0.42170999999999997 0.0072950000000000003 0.090460000000000013 -0.0048549999999999991 0.08456000000000001 0.0069400000000000009 -0.082714999999999997 -0.063699999999999993 0.62207500000000004 0.088485000000000008 -0.071659999999999988 0.50996500000000011 0.091395000000000018 -0.011849999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 6 20 13 -8 15 10 11 12 -4 14 -5 -3 -17 -13 -9 -10 21 -2
right_child=5 8 3 4 -6 -7 7 18 19 -11 -12 17 -14 -15 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=-0.0036318901714501189 0.00024754253957119779 -3.7789739329385433e-05 0.0062770289317988209 0.013034175627965492 0.020606885222502445 -0.0056728506447838115 0.021790207374720379 0.0055154917632174181 -0.0049990344075843815 0.014592997838432237 -0.00025534752445252498 0.011768100512263641 -0.0011527321995671404 0.00017886968026900745 0.0058236628621789318 0.012920768274266789 0.0039002551436221945 0.0045365389604047849 0.01145920392624023 0.0019337881619230634 0.0078579581308915875 0.0036241141193683285
leaf_weight=52 55 52 1171 105 53 80 52 85 66 54 79 176 87 58 276 55 67 55 152 60 52 53
leaf_count=52 55 52 1171 105 53 80 52 85 66 54 79 176 87 58 276 55 67 55 152 60 52 53
internal_value=0 0.00665787 0.00716275 0.00739709 0.00951722 0.000676147 0.0087074 0.0115824 0.00252028 0.00637513 0.00609097 0.00642888 0.00576178 0.00681068 0.00781553 0.00557468 0.00798161 0.0100541 0.00933507 -0.00168343 0.00386187 0.0019212
internal_weight=0 2755 2455 2403 781 240 728 289 300 1622 1568 1489 1258 439 381 174 122 231 237 126 160 108
internal_count=2995 2755 2455 2403 781 240 728 289 300 1622 1568 1489 1258 439 381 174 122 231 237 126 160 108
is_linear=0
shrinkage=0.16829


Tree=6997
num_leaves=28
num_cat=0
split_feature=1 47 2 2 12 2 2 12 1375 15 49 481 12 2 2 133 481 12 1 2 1 15 12 1 47 13 4
split_gain=10.6815 1.55886 1.31432 0.911781 0.897979 0.6048 0.481568 0.476746 0.354133 0.309082 0.305056 0.294897 0.289056 0.23012 0.177622 0.176633 0.169207 0.148528 0.232088 0.17584 0.161594 0.117555 0.107459 0.0898705 0.0835489 0.0771079 0.0633934
threshold=0.10921500000000002 0.084155000000000021 0.10060500000000001 0.13554000000000002 1.0000000180025095e-35 0.09036000000000001 -1.0000000180025095e-35 0.086385000000000003 -0.092979999999999993 -0.42075999999999997 -0.042254999999999994 -0.0085599999999999982 0.11755500000000001 0.099185000000000009 0.10859000000000001 -0.00087999999999999992 -0.087424999999999989 0.088965000000000002 0.086215000000000014 1.0000000180025095e-35 0.076160000000000019 -0.058859999999999989 0.097145000000000023 0.088965000000000002 0.089100000000000013 0.0047000000000000002 0.054720000000000012
decision_type=2 2 2 2 2 2 2 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 13 -3 -1 10 -8 -5 -4 15 21 -2 -12 -10 -17 18 20 -20 -13 26 -23 25 -25 -19 -9
right_child=1 5 7 9 -6 -7 8 12 11 -11 14 17 -14 -15 -16 16 -18 23 19 -21 -22 22 -24 24 -26 -27 -28
leaf_value=0.00056449516143463403 2.0726556615906657e-05 0.00072515337829695211 0.000251789592112861 0.00011870536309838843 0.00058439772462479589 0.00030518195008462557 0.00053652545960481269 0.00070796137703728497 0.00078852206469049596 -0.00019228464811989107 0.00068491552793913959 0.00083013192738234595 0.00046601737031764037 0.0002521253668884335 0.00041686849165333592 0.00084910180896042068 0.0010728343420842899 0.00070427903546181364 0.00081940698952080325 0.00059050824532889891 0.00097481501330564009 0.00087719242345828639 0.00069776006712938469 0.0008481733894198472 0.00069477426371750703 0.0007982955662634893 0.00055402202808193667
leaf_weight=97 92 81 54 57 67 70 53 73 76 89 57 588 61 96 53 63 97 331 76 74 102 71 82 183 53 145 54
leaf_count=97 92 81 54 57 67 70 53 73 76 89 57 588 61 96 53 63 97 331 76 74 102 71 82 183 53 145 54
internal_value=0 0.000244854 0.000753199 0.000137129 0.00025622 0.000530698 0.000792327 0.00060297 0.000804312 -7.06295e-05 0.000456106 0.00081223 0.0006735 0.000139075 0.000556086 0.00092185 0.00098496 0.000795539 0.000825746 0.000706718 0.000851571 0.000718575 0.000781256 0.000759851 0.000813873 0.000732993 0.000642784
internal_weight=0 552 2443 401 255 151 1938 505 1841 146 164 1788 341 188 110 236 160 1552 840 150 690 280 153 712 236 476 127
internal_count=2995 552 2443 401 255 151 1938 505 1841 146 164 1788 341 188 110 236 160 1552 840 150 690 280 153 712 236 476 127
is_linear=0
shrinkage=0.0032998


Tree=6998
num_leaves=29
num_cat=0
split_feature=1 47 1 12 10 12 12 1 0 0 43 15 11 0 15 15 15 0 1 484 1 133 1 159 0 15 133 0
split_gain=16.2839 1.83256 1.41258 1.35689 1.08568 1.03698 0.897873 0.465372 0.522941 0.398584 0.450425 0.365475 0.362477 0.333087 0.3826 0.329066 0.292434 0.273076 0.382272 0.318131 0.302029 0.259311 0.24574 0.176246 0.1458 0.103078 0.050997 0.0344775
threshold=0.10921500000000002 0.083670000000000008 0.092845000000000025 0.085845000000000019 -0.00189 0.089135000000000006 0.11819000000000002 0.12000500000000001 -0.066574999999999981 -0.079249999999999987 -0.18906999999999999 -0.12776499999999999 1.0000000180025095e-35 -0.037444999999999992 0.088235000000000022 -0.085874999999999993 -1.0000000180025095e-35 -0.088884999999999978 0.087545000000000026 -0.0091899999999999985 0.088570000000000024 0.086750000000000008 1.0000000180025095e-35 -0.017619999999999997 -0.067664999999999989 -0.091229999999999992 0.40962500000000007 -0.073574999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 16 -2 -3 9 11 -9 12 -11 -6 17 14 24 -5 25 18 23 21 -21 -19 -15 -1 -12 -4 -16 -17
right_child=1 5 3 15 7 -7 -8 8 -10 10 13 -13 -14 22 26 27 -18 19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0013889525749171904 0.0001582387112419733 0.00062845211981222833 0.00081398542075960471 0.00096319230998469663 0.00050881513251507132 0.0011762474544955626 0.00087909293101418571 0.00027514229323254244 0.00063405024429832803 0.00088821468869130973 0.0011243047000443732 0.00087354724963472903 0.0015056923642930806 0.0012117295865484734 0.0012989211640106616 0.0012103381760410086 0.0010078357795623096 0.0013093724620855151 0.00094528929095307086 0.0012571082853446828 0.0014869173935068748 0.0016191442390931195 0.0015249956402501839 0.0012090701372124255 0.0009254658057872569 0.00061903074672754787 0.0011733224055646486 0.0013100118610056867
leaf_weight=75 99 81 66 54 54 71 73 92 86 54 110 69 77 57 138 96 59 61 55 647 71 61 56 358 68 58 58 91
leaf_count=75 99 81 66 54 54 71 73 92 86 54 110 69 77 57 138 96 59 61 55 647 71 61 56 358 68 58 58 91
internal_value=0 0.000575883 0.00120355 0.00102991 0.000458497 0.000884562 0.00124 0.000557136 0.000448745 0.00125352 0.00117662 0.000713707 0.0012831 0.00120853 0.00116047 0.00119289 0.00081508 0.00127017 0.00120713 0.00130674 0.00127988 0.00146455 0.00136729 0.00124031 0.00104854 0.000723081 0.00126193 0.00125903
internal_weight=0 552 2443 424 400 152 2019 301 178 1946 541 123 1405 487 374 241 183 1328 488 840 718 122 113 433 178 124 196 187
internal_count=2995 552 2443 424 400 152 2019 301 178 1946 541 123 1405 487 374 241 183 1328 488 840 718 122 113 433 178 124 196 187
is_linear=0
shrinkage=0.0032998


Tree=6999
num_leaves=32
num_cat=0
split_feature=1 3 15 1 12 11 1 15 47 3 1 15 12 15 3 3 3 15 15 12 12 15 51 43 133 1213 1213 1210 43 1213 3
split_gain=12.4099 1.76134 1.19436 1.2467 1.15222 0.629932 0.601319 0.551952 0.543587 0.402581 0.33733 0.296045 0.285616 0.282027 0.335191 0.264263 0.227792 0.187925 0.170527 0.170459 0.151658 0.118785 0.14963 0.136142 0.115666 0.0801884 0.0548341 0.0694657 0.0432082 0.0397253 0.0359234
threshold=0.10921500000000002 -0.060719999999999989 0.039965000000000007 0.09258000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.12257000000000003 0.13592500000000005 0.091930000000000012 -0.005644999999999999 0.12000500000000001 -0.087484999999999993 0.093125000000000013 -0.14868999999999996 -0.115685 -0.092954999999999996 0.0098450000000000013 -0.43091499999999999 -0.076194999999999999 0.084805000000000005 0.083725000000000008 -0.014669999999999997 -0.085594999999999991 -1.0000000180025095e-35 0.048240000000000005 -0.097649999999999987 -0.0074849999999999995 -0.0074649999999999985 -0.070414999999999991 -0.066714999999999983 0.13772500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 12 9 7 15 19 10 -5 16 -6 13 -1 -15 -2 -3 -12 28 20 -4 23 -23 -16 -20 -21 29 -28 -14 -27 -19
right_child=1 8 5 4 11 -7 -8 -9 -10 -11 17 -13 18 14 21 -17 -18 30 24 25 -22 22 -24 -25 -26 26 27 -29 -30 -31 -32
leaf_value=0.0013401123783413702 0.00081499855264857604 0.0003602475844729213 0.0011735177143911003 0.00045182578003016778 0.00084980708057510752 0.0015072647452678805 0.00053647325080230155 0.00083679694126543897 0.0006780523551674103 0.00079332101972849655 0.00039654467305027733 0.0011545460279062379 0.0011364453930878492 0.00086732216979448946 0.0011137204065782584 0.0011389248241064449 0.00066988827496439771 0.00024979639208242495 0.00078161384933246819 0.001248520883739733 0.0013983015539508574 0.0010360782635803465 0.0012437337354066502 0.00096436068412919561 0.00098531432764514381 0.0011252646924712543 0.001261579213069767 0.0011449943862289248 0.0010072510884315763 0.0010125649644561463 0.0001317870845150689
leaf_weight=56 61 53 71 70 56 59 53 57 73 83 91 97 63 66 393 52 52 63 56 96 67 55 143 85 74 130 71 469 68 58 54
leaf_count=56 61 53 71 70 56 59 53 57 73 83 91 97 63 66 393 52 52 63 56 96 67 55 143 85 74 130 71 469 68 58 54
internal_value=0 0.000543511 0.00109147 0.00102643 0.00084039 0.0011738 0.000827967 0.00115446 0.000421089 0.000637312 0.000361046 0.00104324 0.00108015 0.00111149 0.00109418 0.000964374 0.000513929 0.0002837 0.000984209 0.00117325 0.00128291 0.00111628 0.00118623 0.00108723 0.000897837 0.00115484 0.00114244 0.00116039 0.00106965 0.00109068 0.000195632
internal_weight=0 552 2443 1365 306 1078 166 1019 386 153 313 153 1059 798 742 113 105 208 261 962 138 676 198 478 130 824 728 540 131 188 117
internal_count=2995 552 2443 1365 306 1078 166 1019 386 153 313 153 1059 798 742 113 105 208 261 962 138 676 198 478 130 824 728 540 131 188 117
is_linear=0
shrinkage=0.0032998


Tree=7000
num_leaves=18
num_cat=0
split_feature=3 15 14 3 30 3 133 16 15 16 16 3 16 130 12 3 3
split_gain=0.281442 0.398024 0.258105 0.185096 0.14321 0.135724 0.520166 0.203251 0.281136 0.146248 0.163547 0.13783 0.118361 0.108358 0.0882037 0.0649697 0.0297322
threshold=0.10856000000000002 -0.018024999999999996 0.077140000000000014 0.17351000000000003 0.086220000000000019 -0.09738999999999999 -0.0041949999999999991 0.066010000000000013 -0.070009999999999975 -0.49057499999999993 -0.17773999999999998 -0.086064999999999989 -0.077509999999999982 -0.067864999999999995 0.083815000000000014 -0.24149499999999999 0.41110500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 6 -1 8 -8 -7 -11 14 -10 -13 -12 -9 -5
right_child=1 -3 -4 16 -6 9 7 15 12 10 11 13 -14 -15 -16 -17 -18
leaf_value=-0.010202255201237503 0.011241493046990569 -0.0099610021398997255 0.015104524588266806 -0.0026321440352144979 -0.0022314285756918316 0.013206388249266782 0.012353516662643607 0.0075881776356004522 0.0032311890377311266 -0.00039909098900823929 0.015175868690361527 -0.00081731470233436122 -0.0067403798141884687 0.0061815648414289192 0.0083001636128401807 0.015788631130485578 0.0028411903436303542
leaf_weight=68 72 75 89 52 60 91 60 55 71 98 63 65 64 1454 357 57 61
leaf_count=68 72 75 89 52 60 91 60 55 71 98 63 65 64 1454 357 57 61
internal_value=0 0.000372911 0.00618227 0.00457205 0.00587174 0.0060667 0.00310556 0.00605908 0.00276534 0.00658768 0.00629111 0.00663017 -0.00148277 0.00588089 0.0093358 0.0117777 0.000306589
internal_weight=0 260 2652 185 2563 2503 375 307 195 2128 2037 1939 135 1519 420 112 113
internal_count=2912 260 2652 185 2563 2503 375 307 195 2128 2037 1939 135 1519 420 112 113
is_linear=0
shrinkage=0.16829


Tree=7001
num_leaves=21
num_cat=0
split_feature=2 1210 447 11 3 16 4 16 2 47 1454 1 16 16 39 51 2 2 3 1
split_gain=0.301947 0.146826 0.0953615 0.143474 0.181328 0.216765 0.159044 0.161166 0.15529 0.14385 0.118715 0.110044 0.0935378 0.0919845 0.087813 0.152416 0.196895 0.0848109 0.0386569 0.0378716
threshold=0.11666500000000002 -0.081959999999999991 0.088810000000000014 1.0000000180025095e-35 -0.095789999999999986 -0.076909999999999992 0.0072100000000000003 -0.49353499999999995 0.084535000000000013 0.096300000000000011 0.086305000000000007 0.10950000000000001 0.014185000000000001 0.3935300000000001 0.0095750000000000019 0.10072000000000002 0.14870000000000003 0.12141500000000001 -0.008624999999999999 0.11417500000000001
decision_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 10 -8 -5 -9 11 -6 -7 -10 15 16 17 -2 -16 -19
right_child=14 2 -4 8 6 12 7 9 13 -11 -12 -13 -14 -15 18 -17 -18 19 -20 -21
leaf_value=0.011839543279338239 -0.0055754931430530312 0.0065169877652345365 -0.0018217771795239744 0.01743428756082081 0.0062384997686366498 -0.0091779131252521656 0.009005609790570062 -0.0010208015462120051 0.0023467507417570593 0.0069470736691883911 0.013656839060659103 -0.00098152760839185149 0.00022997185245389034 0.011350398875256932 0.0071046208496513309 0.0065448223969056191 -0.012154628846308012 0.0049289515340027778 0.00096906760822374524 -0.0010204558805259904
leaf_weight=97 60 88 54 54 1404 60 88 261 68 85 59 62 59 62 65 59 52 65 54 56
leaf_count=97 60 88 54 54 1404 60 88 261 68 85 59 62 59 62 65 59 52 65 54 56
internal_value=0 0.00540604 0.0051457 0.00530657 0.00492165 0.00017579 0.00542221 0.00257273 0.00982798 0.000931432 0.00623197 0.00593193 -0.0044984 0.00665462 0.000479174 -0.00108627 -0.00302631 -0.000393886 0.00433552 0.00216066
internal_weight=0 2501 2404 2350 2166 207 1959 434 184 346 1525 1466 119 130 411 292 233 181 119 121
internal_count=2912 2501 2404 2350 2166 207 1959 434 184 346 1525 1466 119 130 411 292 233 181 119 121
is_linear=0
shrinkage=0.16829


Tree=7002
num_leaves=18
num_cat=0
split_feature=2 0 14 10 159 41 1447 39 158 2 42 43 0 2 2 2 160
split_gain=0.208848 0.178189 0.13379 0.134307 0.12405 0.166091 0.15313 0.137182 0.116891 0.201495 0.137599 0.093679 0.0745273 0.0633638 0.0771984 0.045412 0.0396159
threshold=0.11666500000000002 -0.23066499999999998 0.077140000000000014 0.057650000000000007 0.08925000000000001 0.077915000000000012 -0.085709999999999995 0.089940000000000006 0.085620000000000016 0.17553000000000005 0.10418500000000001 -0.073819999999999983 -0.066934999999999981 0.12299 0.13631000000000001 0.084725000000000009 0.043720000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8 9 10 11 -2 15 -13 -15 -6 -17
right_child=8 2 -4 -5 12 -7 7 -9 -10 -11 -12 13 -14 14 -16 16 -18
leaf_value=-0.0036815657493305567 -0.0035708066259578482 0.011167616783968029 0.011316256491107703 -0.0022138532652697168 0.0025924607259523642 -0.0036147835580723391 0.0040054062823878227 0.012554883399427083 0.0072658591195835969 -0.010441752249592536 -0.006523875615366867 -0.00042021097651782777 0.013135473904105336 0.01146798211629706 0.0031551835523687976 0.01179389743412323 0.005586759678436486
leaf_weight=73 53 96 85 81 58 72 1793 55 60 52 57 54 67 52 83 54 67
leaf_count=73 53 96 85 81 58 72 1793 55 60 52 57 54 67 52 83 54 67
internal_value=0 0.00449686 0.00474349 0.00450428 0.00474564 0.00430845 0.00460283 0.00426083 0.000398534 -0.000770249 0.000905743 0.00266312 0.00832119 0.00442076 0.00637046 0.00650916 0.00837174
internal_weight=0 2501 2428 2343 2262 2016 1944 1848 411 351 299 242 246 189 135 179 121
internal_count=2912 2501 2428 2343 2262 2016 1944 1848 411 351 299 242 246 189 135 179 121
is_linear=0
shrinkage=0.16829


Tree=7003
num_leaves=27
num_cat=0
split_feature=4 3 150 3 39 49 49 14 124 160 3 16 13 4 4 4 16 16 133 16 133 13 133 400 3 16
split_gain=11.1281 5.01907 1.5796 1.01817 0.728665 0.666823 0.532976 0.492948 0.395397 0.490929 0.388424 0.944864 0.761519 0.366779 0.786754 0.34089 0.328617 0.283154 0.313345 0.265923 0.176697 0.153742 0.0861169 0.0561463 0.0615946 0.0267581
threshold=0.31392000000000003 -0.066229999999999997 0.083435000000000023 0.13772500000000001 0.08955500000000001 0.13022500000000004 -0.073139999999999983 0.077140000000000014 -0.048219999999999992 0.052555000000000011 -0.10337499999999998 0.066010000000000013 0.10474000000000001 -0.15615999999999999 -9.4999999999999992e-05 -0.082274999999999987 -0.42607499999999993 0.0054050000000000009 0.096875000000000017 -0.0021749999999999994 0.066685000000000008 0.0066400000000000009 -0.10066499999999999 -0.0056149999999999993 -0.086064999999999989 0.46043000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 4 16 8 -4 10 -3 13 11 12 -1 -10 -15 22 -2 19 20 21 -19 -17 -12 -24 -25 -13
right_child=3 2 6 -5 -6 -7 -8 -9 9 -11 15 25 -14 14 -16 17 -18 18 -20 -21 -22 -23 23 24 -26 -27
leaf_value=0.00062720323111888261 0.00083500989579694232 0.00079336893603115463 0.00073100672797853062 0.00013913457114455376 0.00033400048434626962 0.00063318879435849014 0.00032527595331768036 0.0014875759466994852 0.0011952253060990743 0.0013422586292965452 0.0014385978475785629 0.0012531867356342043 0.0011182535127765116 0.00071970565642669551 0.0011006436430403992 0.0012210008615246254 0.00050515955478235507 0.0010879429201433603 0.00089880534909391504 0.0014441695290235469 0.001267747881922586 0.001056058675843392 0.0012102008360440092 0.0013644310841792145 0.0012238434075671799 0.0013747084421515676
leaf_weight=63 93 79 97 79 87 59 56 68 82 55 56 52 77 104 139 848 52 156 64 57 103 70 79 130 55 52
leaf_count=63 93 79 97 79 87 59 56 68 82 55 56 52 77 104 139 848 52 156 64 57 103 70 79 130 55 52
internal_value=0 0.00112394 0.000877907 0.000463278 0.000573503 0.000965023 0.000582734 0.00120945 0.0010076 0.00105205 0.00119928 0.00107531 0.000897533 0.00100282 0.000937753 0.00121795 0.000716962 0.00119387 0.00110802 0.00122228 0.00115958 0.00120846 0.0013155 0.00128926 0.00132283 0.00131429
internal_weight=0 2601 671 311 232 518 153 1930 459 380 1862 244 140 325 243 1618 145 1298 323 975 259 918 320 264 185 104
internal_count=2912 2601 671 311 232 518 153 1930 459 380 1862 244 140 325 243 1618 145 1298 323 975 259 918 320 264 185 104
is_linear=0
shrinkage=0.0032998


Tree=7004
num_leaves=28
num_cat=0
split_feature=1 155 1 4 3 2 123 0 10 51 4 0 4 0 15 2 3 15 3 4 4 4 47 3 3 1 3
split_gain=9.94635 1.84446 1.02132 0.832553 0.736715 0.711685 0.490718 0.461528 0.458732 0.360255 0.358093 0.346964 0.425619 0.485152 0.216929 0.204621 0.175146 0.165421 0.210172 0.166027 0.164481 0.116263 0.101659 0.0903975 0.0841389 0.0629441 0.025275
threshold=0.10442000000000001 0.091145000000000018 0.13662500000000002 0.04105000000000001 -0.031895 0.10573500000000001 1.0000000180025095e-35 -0.22745499999999999 -1.0000000180025095e-35 0.086575000000000027 0.057200000000000008 -0.076734999999999984 -0.49010499999999996 -0.011064999999999998 -0.093074999999999977 0.093070000000000014 -0.14884499999999998 0.087670000000000012 -0.08867499999999999 -0.082274999999999987 0.25367000000000006 -0.015104999999999999 0.088495000000000004 -0.076969999999999997 0.143375 0.12448500000000001 -0.044539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 5 22 7 -1 -4 10 -6 16 26 21 20 -16 -9 19 -19 -18 -5 -14 -2 -17 -10 -12 -13
right_child=1 -3 8 14 9 -7 -8 11 24 -11 25 12 13 -15 15 23 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00074690845083591863 0.00080632781022611333 0.0011206438903121172 1.4878519802075812e-05 0.0010462507122164511 0.00018986758161865144 0.00048967338106556315 0.00074996340001691128 0.0012540096739212137 0.00047622754681187656 0.00067348285136643914 0.00056321314289853731 0.001223467818916843 0.0010043046359573143 0.00066269192964299895 0.00060269838003308468 0.0009382776814582729 0.0011704919501507585 0.00082827382458178331 0.0010458701730218611 0.0010669396998966656 0.00080736458371509382 0.00083166529978410345 0.0010185712859435458 0.00076157298585393122 0.00029425796543155694 0.00040616132178747925 0.0011073368979232022
leaf_weight=57 52 55 53 82 67 75 66 62 58 63 65 52 289 64 54 64 246 59 321 616 54 53 52 70 56 53 54
leaf_count=57 52 55 53 82 67 75 66 62 58 63 65 52 289 64 54 64 246 59 321 616 54 53 52 70 56 53 54
internal_value=0 0.000542037 0.000488403 0.00100557 0.000574046 0.000735702 0.00103153 0.00104143 0.000269214 0.000457224 0.000383389 0.00105065 0.000977133 0.000928091 0.000850113 0.000776468 0.00107949 0.00107075 0.00101218 0.00109653 0.000951658 0.000977654 0.000912788 0.000846232 0.000387148 0.000492971 0.00116464
internal_weight=0 649 594 2263 427 179 1939 1873 167 248 185 1816 512 406 324 188 1304 1242 380 862 136 342 104 134 114 118 106
internal_count=2912 649 594 2263 427 179 1939 1873 167 248 185 1816 512 406 324 188 1304 1242 380 862 136 342 104 134 114 118 106
is_linear=0
shrinkage=0.0032998


Tree=7005
num_leaves=25
num_cat=0
split_feature=1 2 16 1 2 51 2 124 14 41 13 43 42 49 51 402 150 403 158 2 150 1 47 51
split_gain=5.99882 1.2424 0.932653 0.380841 0.368699 0.32836 0.375459 0.316748 0.257327 0.43761 0.236227 0.217286 0.200677 0.190224 0.165679 0.162747 0.180964 0.160558 0.107282 0.0975094 0.0644728 0.0827571 0.0595366 0.0282148
threshold=0.10152500000000002 0.25063000000000007 0.12992000000000004 0.122715 0.11366500000000002 0.017990000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.064610000000000015 0.077915000000000012 -0.088294999999999985 -0.0058299999999999992 0.083925000000000013 0.047620000000000003 0.090560000000000015 0.079885000000000012 0.10619500000000001 -0.081424999999999984 0.081110000000000015 0.087515000000000023 0.084270000000000012 0.11406500000000001 0.080075000000000021 -0.11101499999999999
decision_type=2 2 2 2 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 23 8 6 7 -2 9 11 -8 15 -6 14 17 16 18 -13 -1 -17 21 -12 -7 -4
right_child=1 -3 3 -5 12 22 10 -9 -10 -11 20 13 -14 -15 -16 19 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00077079605489751451 0.0002749597141131302 -5.5779391336304327e-05 0.00074390970194302948 0.00045771461742037195 0.00048445402909164911 0.00047597134953007828 0.00012511581347417818 0.00058903258536255538 0.00096975770002137953 0.00050020695067515297 0.00039231267956883168 0.00059208141790875236 0.0007208414436747565 0.00087460048112661447 0.0005388910885880399 0.00097316971904667633 0.00097606245183739842 0.00075598311649257384 0.00087050048427152616 0.00080251018003668346 0.00044139633612740828 0.00021741288465423284 0.00063411073505524585 0.00086220154055115933
leaf_weight=923 54 54 52 53 71 54 80 102 78 62 57 80 91 91 57 100 58 412 142 63 52 64 56 52
leaf_count=923 54 54 52 53 71 54 80 102 78 62 57 80 91 91 57 100 58 412 142 63 52 64 56 52
internal_value=0 0.00042529 0.000463771 0.000686924 0.000770085 0.000396198 0.000352918 0.000480541 0.000782036 0.000774653 0.000274086 0.000783469 0.000617457 0.000733192 0.000709688 0.000808463 0.000794068 0.000729404 0.000784123 0.000907425 0.000342771 0.000300095 0.000556799 0.000803394
internal_weight=0 730 676 157 2228 519 409 156 2066 1988 253 1926 162 640 549 1286 1123 492 1065 163 173 121 110 104
internal_count=2958 730 676 157 2228 519 409 156 2066 1988 253 1926 162 640 549 1286 1123 492 1065 163 173 121 110 104
is_linear=0
shrinkage=0.0032998


Tree=7006
num_leaves=25
num_cat=0
split_feature=1 2 3 2 4 3 1 3 4 51 4 43 4 2 14 3 4 42 42 480 43 1 13 42
split_gain=19.4276 2.96253 2.01525 1.40731 1.35771 0.824366 0.656446 0.585788 1.09712 0.52151 0.475227 0.503358 0.448436 0.363504 0.334041 0.491282 0.734439 0.213343 0.187553 0.15653 0.165089 0.155591 0.0714832 0.0315922
threshold=0.10575500000000002 0.14870000000000003 -0.046079999999999989 0.10656 0.008570000000000003 0.30863500000000005 0.087055000000000007 -0.026279999999999998 -0.22295999999999996 -0.036744999999999993 0.27420500000000009 -0.06372499999999999 -0.0023699999999999997 0.25063000000000007 0.073890000000000011 -0.115685 -0.17568999999999999 0.116275 0.09087000000000002 -1.0000000180025095e-35 0.034420000000000006 0.12040000000000002 -0.082199999999999981 -0.012479999999999998
decision_type=2 2 2 2 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 7 10 9 14 -9 -6 11 -4 -10 -3 15 16 -1 19 -2 -17 -21 -12 -11 -24
right_child=1 13 5 -5 6 -7 -8 8 12 22 21 -13 -14 -15 -16 17 -18 -19 -20 20 -22 -23 23 -25
leaf_value=0.0013739174856983525 0.001342546400789295 0.00034095218838012519 0.00060822494327067455 0.00066458582374533625 0.00096169594463056055 0.00025284800340961028 0.00088367558714360294 0.0014912975116683522 0.00086551752372243597 0.001206684761049999 0.00065677499351512547 0.0010453217066875228 0.0012470710316416622 -4.5093762950868197e-05 0.0016213165201851413 0.0012050272162241547 0.0008659530052040963 0.0012167873220172735 0.0010834538435231015 0.0013976590504420345 0.0012868290929165509 0.00042601442932154143 0.0012730698661129552 0.0013908398323838574
leaf_weight=71 66 52 59 83 75 66 96 79 92 87 60 57 54 54 52 59 56 102 61 1202 177 71 59 68
leaf_count=71 66 52 59 83 75 66 96 79 92 87 60 57 54 54 52 59 56 102 61 1202 177 71 59 68
internal_value=0 0.000647394 0.000749362 0.000999666 0.00130108 0.000581313 0.00112148 0.00133663 0.00117712 0.00120036 0.000668939 0.000823309 0.00100688 0.000143955 0.00135749 0.00134924 0.00115021 0.00136563 0.00121838 0.00137616 0.00138346 0.000531975 0.00128383 0.00133641
internal_weight=0 629 523 210 2329 313 385 1944 225 289 247 116 146 106 1719 1667 127 1540 127 1438 1379 131 214 127
internal_count=2958 629 523 210 2329 313 385 1944 225 289 247 116 146 106 1719 1667 127 1540 127 1438 1379 131 214 127
is_linear=0
shrinkage=0.0032998


Tree=7007
num_leaves=22
num_cat=0
split_feature=10 4 49 49 12 4 4 160 160 132 43 2 130 130 0 43 0 484 0 0 131
split_gain=0.380866 0.273072 0.171168 0.144519 0.135149 0.125903 0.162549 0.186939 0.124288 0.120715 0.114681 0.103974 0.0881401 0.136954 0.114586 0.13509 0.12317 0.0876046 0.0778411 0.0607345 0.0437669
threshold=-0.16491499999999995 0.036605000000000006 0.086035000000000014 0.016520000000000003 0.08400500000000001 0.066300000000000012 0.51395000000000002 -0.013514999999999998 0.011825000000000002 0.093030000000000015 -0.065749999999999989 0.11248000000000001 0.088715000000000016 0.10378500000000002 -0.082914999999999975 -0.011814999999999997 -0.082284999999999983 -0.0036799999999999997 -0.088084999999999983 -0.081994999999999985 0.10970000000000001
decision_type=2 2 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 -4 17 7 -7 10 12 -9 -12 14 -14 15 -2 -16 -3 -6 -20 -11
right_child=1 5 4 -5 18 6 -8 8 -10 20 11 -13 13 -15 16 -17 -18 -19 19 -21 -22
leaf_value=-0.0070305956612855824 0.0099193366392036006 -0.0063980120470551521 0.016405681042530564 -0.0014397248468340817 0.01248437871445154 0.012442064198098604 -0.001935358054399879 -0.0026526193416251992 0.010314322315535489 0.015823325855594633 0.0083810520488702984 0.00073741018279376903 0.016290361867348419 0.005136936459794187 -0.0031510454247846886 0.0054662022699114897 0.005299317133014958 0.0020453239852150249 0.0015361043917219541 0.0088215533402836409 0.0089570388636656013
leaf_weight=62 377 53 89 61 92 97 90 85 73 53 105 98 64 62 52 401 746 101 52 89 56
leaf_count=62 377 53 89 61 92 97 90 85 73 53 105 98 64 62 52 401 746 101 52 89 56
internal_value=0 0.00628661 0.00721171 0.00659276 0.0108045 0.00339277 0.00458804 0.00587385 0.00410401 0.00686431 0.00252363 0.00469987 0.00651436 0.0108164 0.00616927 0.00762639 0.00474642 -0.000848833 0.0086573 0.00614746 0.0123122
internal_weight=0 2896 2194 1872 322 702 548 458 361 1811 288 203 1702 126 1576 778 798 154 233 141 109
internal_count=2958 2896 2194 1872 322 702 548 458 361 1811 288 203 1702 126 1576 778 798 154 233 141 109
is_linear=0
shrinkage=0.16829


Tree=7008
num_leaves=17
num_cat=0
split_feature=40 2 2 159 482 159 2 11 43 474 43 49 12 2 52 43
split_gain=0.264161 0.16257 0.137405 0.144655 0.198419 0.236142 0.129818 0.144052 0.135383 0.154169 0.172265 0.13351 0.149375 0.117351 0.0885737 0.0663866
threshold=-0.085354999999999986 0.10301500000000001 -0.16649999999999998 0.083310000000000009 0.085875000000000021 0.08925000000000001 -0.080104999999999996 0.087325000000000014 -0.081189999999999984 0.091180000000000011 -0.082894999999999983 -0.096394999999999995 0.086535000000000015 0.085585000000000008 -0.065394999999999995 -0.0039049999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 6 5 -5 -4 8 9 10 -8 -10 -13 -7 15 -15
right_child=2 -3 3 4 -6 13 7 -9 11 -11 -12 12 -14 14 -16 -17
leaf_value=0.0033771305257011257 -0.0027847429454358735 -0.0098502519243231154 0.014180638146579225 -0.0041304517313312918 -0.0067583725791985879 0.0012058599241189464 0.0078164221044582233 -0.0010995784051267925 0.013531442793634984 -0.00055888859312014957 0.016622094393699289 0.0028939569701296672 0.0063116778279557525 0.0091016278187764279 0.01296868385181079 0.0017793309128495711
leaf_weight=52 58 53 54 80 55 97 526 82 53 53 72 615 890 78 75 65
leaf_count=52 58 53 54 80 55 97 526 82 53 53 72 615 890 78 75 65
internal_value=0 -0.00328244 0.00530223 0.00547069 0.00269967 0.00402117 0.00600168 0.00580811 0.00606534 0.00810846 0.00887964 0.00521049 0.00491626 0.00609712 0.00826527 0.00578587
internal_weight=0 105 2853 2795 450 395 2345 2291 2209 651 598 1558 1505 315 218 143
internal_count=2958 105 2853 2795 450 395 2345 2291 2209 651 598 1558 1505 315 218 143
is_linear=0
shrinkage=0.16829


Tree=7009
num_leaves=25
num_cat=0
split_feature=1 1 12 12 14 12 3 43 41 51 13 51 1 3 51 51 1446 3 13 12 43 1 43 13
split_gain=17.455 3.83045 2.01373 1.12946 0.898807 0.669469 0.668286 0.646745 0.623718 0.538003 0.352433 0.334985 0.317768 0.313493 0.287451 0.269766 0.24763 0.205499 0.189242 0.163329 0.161243 0.0977863 0.0885056 0.0568455
threshold=0.10404000000000001 0.13662500000000002 0.085075000000000026 -0.085124999999999992 0.064610000000000015 0.098355000000000012 0.085880000000000012 -0.06372499999999999 0.077300000000000021 -0.088319999999999996 -0.36115499999999995 0.08290500000000002 0.11378500000000001 1.0000000180025095e-35 -0.088934999999999986 -0.018754999999999997 0.037915000000000011 -0.08100499999999998 -0.011514999999999999 0.11619500000000001 -0.081454999999999986 0.11925000000000001 -0.020604999999999995 0.06211500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 -1 5 6 8 -3 14 -8 -9 13 -4 20 18 -7 -16 -14 -5 22 -2 -15 23 -17
right_child=1 7 12 4 -6 15 9 10 -10 -11 -12 -13 17 21 16 19 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00094306164072090214 0.00059834038554553608 -1.300125931700371e-05 0.00126319220878054 0.0013117662998238604 0.0016667417313976436 0.00096407023098933696 0.0013649141176187618 0.00023770858635997627 0.00098560168002201484 0.0009359899771981345 0.00061026281076018022 0.00086485356253411332 0.00083504735526714242 0.00081407591773987936 0.0013503172916844576 0.0014056330685285959 0.0014869586883655673 0.0011315165671246135 0.0010671338540082875 0.0010687548021499041 0.00034677078542114857 0.00061818726198625362 0.001168672946814384 0.0012409002086413636
leaf_weight=96 62 60 81 87 75 65 52 60 53 85 52 74 52 66 1301 53 169 53 61 71 52 52 74 52
leaf_count=96 62 60 81 87 75 65 52 60 53 85 52 74 52 66 1301 53 169 53 61 71 52 52 74 52
internal_value=0 0.000687067 0.000835287 0.00129473 0.00131007 0.00129745 0.00132205 0.000262884 0.00134031 0.00109905 0.000410995 0.000670405 0.00110635 0.000608231 0.00135191 0.00115617 0.00136605 0.000985029 0.00121118 0.00120598 0.000483898 0.000728051 0.00126021 0.00132439
internal_weight=0 664 492 2294 2198 2123 1808 172 1671 137 112 306 186 232 1618 315 1470 105 148 250 114 118 179 105
internal_count=2958 664 492 2294 2198 2123 1808 172 1671 137 112 306 186 232 1618 315 1470 105 148 250 114 118 179 105
is_linear=0
shrinkage=0.0032998


Tree=7010
num_leaves=21
num_cat=0
split_feature=1 2 2 15 1 123 3 3 13 2 2 2 2 49 16 16 16 13 13 15
split_gain=10.6996 2.20406 0.93464 0.951412 0.907686 0.563393 0.368276 0.361835 0.217882 0.275796 0.184555 0.172347 0.14388 0.135559 0.20347 0.198218 0.100432 0.090576 0.0749464 0.0844714
threshold=0.12072500000000001 0.10523 0.14808000000000002 -0.07990499999999999 0.10932500000000002 1.0000000180025095e-35 -0.0088549999999999983 0.096440000000000012 -0.13871999999999998 -1.0000000180025095e-35 0.12336000000000001 0.10912000000000001 -1.0000000180025095e-35 -0.011669999999999998 0.054560000000000004 -0.063769999999999979 -0.105305 -0.0021099999999999995 0.0014600000000000001 -0.064619999999999983
decision_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 12 6 7 10 8 -1 -10 11 -3 -2 15 -15 -11 -4 -6 19 -13
right_child=2 4 16 -5 17 -7 -8 -9 9 13 -12 18 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0012585457019263012 0.0002101552668686768 0.00083283991145068905 -5.1340212950937193e-06 0.00075125972239229594 0.00046908702164508354 0.00078325023926803918 0.0006787019322448283 0.00081249623778445999 0.0008427438811655436 0.00098656924692603828 0.00076822750672288513 0.0009862931263404449 0.00042307925338316773 0.0010636534324252784 0.00095611864331629026 0.0012221966167331375 0.00019931130833006431 0.00065331407350791276 0.00093158818652038454 0.0011811125421730059
leaf_weight=58 76 72 52 85 72 93 85 70 69 60 65 52 65 1350 232 123 52 52 59 53
leaf_count=58 76 72 52 85 72 93 85 70 69 60 65 52 65 1350 232 123 52 52 59 53
internal_value=0 0.000987467 0.000356051 0.000475219 0.000793004 0.00103571 0.00087206 0.00104766 0.00105634 0.00104993 0.000926545 0.00097 0.000308562 0.00105801 0.00104791 0.00114513 9.67499e-05 0.000546628 0.00103 0.00108497
internal_weight=0 2565 330 226 510 2055 386 1962 1892 1834 301 236 141 1765 1582 183 104 124 164 105
internal_count=2895 2565 330 226 510 2055 386 1962 1892 1834 301 236 141 1765 1582 183 104 124 164 105
is_linear=0
shrinkage=0.0032998


Tree=7011
num_leaves=27
num_cat=0
split_feature=4 3 3 43 43 2 3 42 2 52 3 1456 3 3 43 52 4 52 4 52 15 15 15 4 42 15
split_gain=16.9002 7.39615 3.25375 1.64061 0.886431 0.701796 0.651068 0.605529 0.593706 0.772742 1.70758 0.44784 0.420929 0.259303 0.330708 0.225699 0.223729 0.215129 0.204642 0.201957 0.270138 0.240589 0.176033 0.157846 0.105428 0.101811
threshold=0.27998000000000006 0.28833000000000003 -0.059315 -0.033049999999999989 -0.22971499999999997 0.13966500000000001 0.10402500000000002 0.089895000000000017 0.10121500000000001 -0.51296999999999993 -0.096949999999999995 0.082505000000000009 -0.015474999999999997 -0.082234999999999989 0.092445000000000013 -0.011499999999999998 -0.12685999999999997 0.076585000000000014 0.008570000000000003 -0.0064899999999999992 -0.046109999999999991 -0.033234999999999994 -0.088954999999999992 0.41552000000000006 0.09112000000000002 -0.46188999999999997
decision_type=2 2 2 2 2 2 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 7 19 23 11 -10 -11 13 -6 14 16 -13 -1 -12 24 20 -5 -21 -20 -2 -15 -25
right_child=5 -3 3 6 12 -7 -8 -9 9 10 17 15 -14 18 -16 -17 -18 -19 22 21 -22 -23 -24 25 -26 -27
leaf_value=0.0012616361390857874 0.00087475891458657705 0.00024163418288792541 0.0012179499907666528 0.0012684513851909252 0.00049228532052218038 0.0002841811927642438 0.0010091744430813126 0.00036722896659506906 0.0015403297173536201 0.00064592217079472499 0.001212569698933801 0.001788608221241687 0.00087237987174558376 0.0014345115661924821 0.0017109271372827237 0.0015063007310764738 0.0014533401157080022 0.0014465970519006582 0.0013679757508706534 0.0013890281318167904 0.0015977194154165365 0.0010918051517175109 0.0010955325833404187 0.00075031066809169353 0.00133762045447646 0.00054926528388201637
leaf_weight=76 56 68 55 52 54 93 88 72 87 52 91 52 79 291 52 85 754 87 53 65 61 58 55 62 244 53
leaf_count=76 56 68 55 52 54 93 88 72 87 52 91 52 79 291 52 85 754 87 53 65 61 58 55 62 244 53
internal_value=0 0.00131598 0.00134529 0.0011105 0.000864676 0.000528652 0.00125303 0.00062207 0.00140602 0.00127413 0.00117329 0.00143115 0.000718321 0.00141473 0.00145209 0.00161371 0.00143583 0.00132715 0.00136343 0.0013438 0.00144651 0.00124916 0.00122956 0.000729165 0.00139039 0.000657961
internal_weight=0 2559 2491 512 188 336 324 243 1979 317 230 1662 133 1525 882 137 830 178 643 236 113 123 108 171 535 115
internal_count=2895 2559 2491 512 188 336 324 243 1979 317 230 1662 133 1525 882 137 830 178 643 236 113 123 108 171 535 115
is_linear=0
shrinkage=0.0032998


Tree=7012
num_leaves=22
num_cat=0
split_feature=1 1213 52 3 15 160 0 16 160 15 1 4 12 15 3 1213 133 12 457 0 12
split_gain=0.40103 0.175157 0.167648 0.209454 0.33293 0.248933 0.178651 0.129139 0.164169 0.128239 0.208041 0.123846 0.115733 0.139252 0.108955 0.0957956 0.142587 0.148776 0.116571 0.0741643 0.0371578
threshold=0.15799000000000005 -0.082254999999999981 -0.56393999999999989 -0.10690999999999999 0.043560000000000008 -0.077324999999999991 -0.10594499999999998 -0.0092499999999999978 0.091625000000000026 -0.13783499999999996 0.10234000000000001 0.03851000000000001 0.084805000000000005 0.087825000000000014 -0.085014999999999993 -0.0074849999999999995 -0.00027499999999999996 0.098085000000000019 -0.069509999999999988 -0.081909999999999997 0.090165000000000009
decision_type=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 11 -7 -11 -5 -1 14 -14 19 17 -17 -18 -8 -15
right_child=-2 2 3 6 -6 9 15 -9 -10 10 -12 -13 13 20 -16 16 18 -19 -20 -21 -22
leaf_value=0.018044341398609751 -0.0077259972746144207 0.015903586291885007 -0.010108806269953891 -0.0017763238359464961 0.010716554542877232 0.008607760484991225 -0.001077456253385403 -0.0034269015872332295 0.013271595124485598 -0.0083232202705664296 0.0060529896825509393 0.0058219616971539705 0.010560342754012558 0.010453360907890629 -5.341261692521268e-05 0.012582980016292189 0.012369775148541035 0.0036684199788797273 0.0067307885100868275 0.0066328092580351453 0.016900643017071979
leaf_weight=55 53 54 62 90 98 60 58 60 57 56 58 185 53 53 56 303 115 65 1162 89 53
leaf_count=55 53 54 62 90 98 60 58 60 57 56 58 185 53 53 56 303 115 65 1162 89 53
internal_value=0 0.00703296 0.00660318 0.00640301 0.00246981 -0.000947079 0.00700369 0.00374047 0.00504119 0.00230712 -0.000993249 0.00332872 0.0111204 0.00934077 0.00509092 0.00771652 0.00808522 0.0110133 0.00724001 0.00357844 0.013694
internal_weight=0 2842 2572 2518 334 236 2184 392 332 174 114 275 270 215 109 1792 1645 368 1277 147 106
internal_count=2895 2842 2572 2518 334 236 2184 392 332 174 114 275 270 215 109 1792 1645 368 1277 147 106
is_linear=0
shrinkage=0.16829


Tree=7013
num_leaves=24
num_cat=0
split_feature=4 15 3 4 15 4 52 15 4 34 475 42 49 16 13 16 4 3 4 52 0 16 0
split_gain=0.240903 0.197975 0.136385 0.24977 0.286814 0.115503 0.272712 0.143842 0.250178 0.133225 0.105734 0.132811 0.0951229 0.0941253 0.176116 0.100778 0.0940113 0.0846608 0.0986506 0.0784169 0.0739226 0.0719484 0.0592303
threshold=0.41377500000000006 -0.38214499999999996 0.10021000000000001 -0.029404999999999997 -0.060199999999999997 -0.088484999999999994 -0.12367499999999999 0.08487500000000002 -0.22295999999999996 -0.016844999999999995 -0.081629999999999994 -0.075609999999999997 -0.011519999999999997 -0.0011349999999999999 -0.076534999999999992 -0.50875499999999996 -0.0092699999999999987 -0.043609999999999989 0.51395000000000002 -0.090304999999999983 0.11737000000000002 -0.063769999999999979 -0.085264999999999994
decision_type=2 2 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 5 -4 -5 6 20 8 -8 -7 12 19 -11 15 -15 -13 22 -2 -19 -12 -1 -21 -14
right_child=1 -3 3 4 -6 9 7 -9 -10 10 11 13 16 14 -16 -17 -18 18 -20 21 -22 -23 -24
leaf_value=0.015033155694729169 -0.0021104803275318455 -0.0073414885951045249 0.009059291370161017 0.004748074706103507 -0.01146297534134013 0.014989262835473477 0.0029926270996289408 0.0057387204611283682 -0.011333619080417722 0.01649013110589587 0.014346025250110726 -0.00033671436759972524 0.0012855195670511623 0.0072521463759416876 -0.00066837077372326227 0.0066688574690596022 0.014092488359809495 0.010418299947501548 0.0016326759575255607 0.0091631489776270534 0.0062527922759154355 0.0022323987950259427 0.0092497589114488837
leaf_weight=52 57 64 84 66 58 57 81 83 60 53 68 61 53 148 171 1065 52 65 83 249 59 52 54
leaf_count=52 57 64 84 66 58 57 81 83 60 53 68 61 53 148 171 1065 52 65 83 249 59 52 54
internal_value=0 0.000820641 0.00611632 0.00196875 -0.00282002 0.00647236 0.00356099 0.000172765 -0.00309091 0.00693972 0.00671236 0.00629419 0.0102821 0.00556334 0.00300072 0.00628774 0.0082014 0.00337758 0.00550337 0.00915131 0.0103823 0.00797178 0.00532165
internal_weight=0 269 2626 208 124 2418 335 224 141 2083 2026 1814 212 1445 319 1126 159 205 148 369 111 301 107
internal_count=2895 269 2626 208 124 2418 335 224 141 2083 2026 1814 212 1445 319 1126 159 205 148 369 111 301 107
is_linear=0
shrinkage=0.16829


Tree=7014
num_leaves=16
num_cat=0
split_feature=2 1213 1373 2 1212 1213 1211 156 0 157 156 0 15 0 16
split_gain=0.265189 0.111616 0.103937 0.0882142 0.154718 0.0834166 0.134799 0.0948512 0.162067 0.176901 0.116504 0.0832626 0.0770816 0.0763502 0.0609716
threshold=0.25063000000000007 -0.082254999999999981 0.085770000000000013 0.08487500000000002 -0.088644999999999988 -0.0074849999999999995 0.076895000000000019 0.10779500000000002 -0.016414999999999996 -0.004729999999999999 0.092415000000000011 -0.048199999999999993 0.08517000000000001 -0.084324999999999997 -0.080004999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 13 -5 12 7 8 10 -10 -7 -9 -3 -1 -8
right_child=-2 2 -4 4 -6 6 14 11 9 -11 -12 -13 -14 -15 -16
leaf_value=0.0012709369546835701 -0.0064744957359107284 -0.0031326762475199013 0.011892799870374244 0.0039997611697473092 0.015316900224221041 0.0049144894191332474 0.014696089920413 0.0040414550276249147 0.0085490601378952914 -0.002359965057409551 -0.0020188712374429752 0.012533565706389029 0.0041158515159370919 0.0097675443430586539 0.0064963669553534309
leaf_weight=72 59 77 54 56 90 1790 52 60 54 191 71 74 90 52 53
leaf_count=72 59 77 54 56 90 1790 52 60 54 191 71 74 90 52 53
internal_value=0 0.00491209 0.00456803 0.00817525 0.0109884 0.00440986 0.00466881 0.00439119 0.00411334 3.71403e-05 0.00464901 0.00874454 0.000762958 0.00484852 0.0105743
internal_weight=0 2836 2566 270 146 2512 2345 2240 2106 245 1861 134 167 124 105
internal_count=2895 2836 2566 270 146 2512 2345 2240 2106 245 1861 134 167 124 105
is_linear=0
shrinkage=0.16829


Tree=7015
num_leaves=18
num_cat=0
split_feature=10 13 123 43 160 1 124 2 150 150 160 124 41 4 2 16 16
split_gain=0.34893 0.300931 0.189947 0.185672 0.142094 0.236978 0.11548 0.090382 0.0915295 0.154563 0.128547 0.113745 0.0902333 0.0660572 0.0924603 0.0695035 0.0288591
threshold=-1.0000000180025095e-35 -0.0094049999999999984 0.08901000000000002 -1.0000000180025095e-35 0.08431000000000001 0.088735000000000022 -0.064554999999999987 -0.098699999999999982 0.10373000000000002 0.089810000000000015 -0.081594999999999987 -0.014429999999999998 0.078150000000000011 0.056640000000000003 0.087635000000000005 0.0011450000000000004 -0.028104999999999995
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 7 13 -4 -2 9 11 -10 -9 -13 14 -6 -16 -7
right_child=2 -3 6 -5 5 16 -8 8 10 -11 -12 12 -14 -15 15 -17 -18
leaf_value=-0.0042771985465250469 0.012641443697174874 -0.013110058073140213 -0.0075956160109225132 0.0094522215795395294 0.00072297852353855852 -0.0017786157528333648 0.0032291035842651342 0.012560418388351159 0.0041649423456470739 -0.0035446400525650603 0.014916420371511654 0.0051029650843437101 0.010723260345151697 0.00019068477362151542 0.013361357734810488 0.0053170805935000721 -0.0074420207828342234
leaf_weight=60 53 55 52 52 53 52 60 64 59 54 69 1985 85 61 59 65 52
leaf_count=60 53 55 52 52 53 52 60 64 59 54 69 1985 85 61 59 65 52
internal_value=0 -0.0029112 0.00499902 0.00208113 0.00527977 0.00206492 -0.00178062 0.00574313 0.00558449 0.00532684 0.0099747 0.00555217 0.00533462 0.00499693 0.00664317 0.00915909 -0.00462759
internal_weight=0 167 2823 112 2711 342 112 2369 2316 2188 128 2134 2070 238 177 124 104
internal_count=2990 167 2823 112 2711 342 112 2369 2316 2188 128 2134 2070 238 177 124 104
is_linear=0
shrinkage=0.16829


Tree=7016
num_leaves=13
num_cat=0
split_feature=10 13 123 3 15 15 13 151 3 10 1 16
split_gain=0.241497 0.20813 0.131392 0.127303 0.11748 0.137298 0.105058 0.0994647 0.0972699 0.0933737 0.0889461 0.0743282
threshold=-1.0000000180025095e-35 -0.0094049999999999984 0.08901000000000002 -0.16100499999999998 -0.44792999999999994 -0.23079499999999997 0.096295000000000006 0.077805000000000013 -0.14954999999999999 -0.097169999999999992 0.080320000000000016 -0.13895999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 6 -5 -6 -2 8 -7 -1 -10 -4
right_child=2 -3 11 4 5 7 -8 -9 10 -11 -12 -13
leaf_value=0.0067742098900736673 0.014675717911122628 -0.010903769605491396 0.0029930604205832506 -0.0021332231219953245 0.011742583127840557 -0.0024448390219386322 0.0053569271354034541 0.0097828456625044732 0.0048738687974868612 -0.0029388318742257957 0.0026627873359265524 -0.0056721871411102428
leaf_weight=54 60 55 54 82 69 66 82 85 1465 58 802 58
leaf_count=54 60 55 54 82 69 66 82 85 1465 58 802 58
internal_value=0 -0.00242127 0.00415838 0.00439191 0.00411953 0.00432641 0.0093071 0.00411404 0.00390674 0.0017282 0.00409244 -0.00147826
internal_weight=0 167 2823 2711 2569 2487 142 2418 2333 112 2267 112
internal_count=2990 167 2823 2711 2569 2487 142 2418 2333 112 2267 112
is_linear=0
shrinkage=0.16829


Tree=7017
num_leaves=14
num_cat=0
split_feature=123 13 4 14 160 1186 52 43 13 43 4 42 4
split_gain=0.120259 0.160596 0.148049 0.164695 0.107974 0.11946 0.114188 0.103603 0.0991316 0.113192 0.125916 0.0714486 0.0575118
threshold=0.080635000000000012 -0.007069999999999999 0.51395000000000002 -0.073149999999999979 0.10446500000000002 0.062030000000000009 -0.060344999999999996 -0.080064999999999983 0.26746000000000009 -0.22491499999999998 -0.40515499999999993 0.092860000000000012 -0.0051399999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 -1 5 8 7 -6 9 -5 -11 12 -2
right_child=1 -3 -4 4 6 -7 -8 -9 -10 10 -12 -13 -14
leaf_value=0.01071483907680428 0.00092942543977526514 -0.0075735926483983763 -0.0044474978156613882 -0.0016485504152827356 -0.0015721609026188538 -0.0023746578780976797 -0.005531512513306901 0.0082343317502296485 0.010913138107742224 0.0086003654887207778 0.0036820784376782162 -0.0016792816288700176 0.0087784215274918781
leaf_weight=91 52 65 65 103 68 87 75 55 57 160 1978 79 55
leaf_count=91 52 65 65 103 68 87 75 55 57 160 1978 79 55
internal_value=0 -0.000366561 0.00347577 0.00366905 0.00342013 0.0037337 -0.00034789 0.00279825 0.00396573 0.00378822 0.00405099 0.00214237 0.00498075
internal_weight=0 251 2739 2674 2583 2385 198 123 2298 2241 2138 186 107
internal_count=2990 251 2739 2674 2583 2385 198 123 2298 2241 2138 186 107
is_linear=0
shrinkage=0.16829


Tree=7018
num_leaves=10
num_cat=0
split_feature=106 12 40 2 15 11 16 2 40
split_gain=0.0911996 0.10889 0.182152 0.139078 0.124345 0.195972 0.160958 0.082223 0.122545
threshold=0.085650000000000018 -0.22686499999999998 1.0000000180025095e-35 0.16993500000000003 -0.41956999999999994 0.093845000000000026 -0.42170999999999997 -0.084369999999999987 -0.065259999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 7 -3 -6 -9
right_child=-2 2 -4 -5 5 -7 -8 8 -10
leaf_value=0.010186286625970998 -0.003752936863129989 0.0044897848205797449 -0.0070576528477060757 -0.0057271881772449794 0.0095662923947435839 0.013153465390539774 -0.0079941844388798419 0.007913786033505555 0.0025820441976952737
leaf_weight=55 62 53 54 53 53 55 65 129 2411
leaf_count=55 62 53 54 53 53 55 65 129 2411
internal_value=0 0.00275757 0.00261473 0.00280065 0.0029647 0.00320318 -0.00237175 0.00299144 0.00285354
internal_weight=0 2928 2873 2819 2766 2648 118 2593 2540
internal_count=2990 2928 2873 2819 2766 2648 118 2593 2540
is_linear=0
shrinkage=0.16829


Tree=7019
num_leaves=20
num_cat=0
split_feature=10 10 16 4 132 13 403 41 3 133 13 401 1213 401 403 3 49 49 133
split_gain=0.124095 0.139051 0.144323 0.0702516 0.170981 0.155613 0.168006 0.139076 0.095621 0.0847319 0.0850056 0.0821971 0.142123 0.124506 0.102151 0.111612 0.292493 0.1573 0.0758703
threshold=-1.0000000180025095e-35 -0.16262499999999996 -0.011694999999999999 -0.083389999999999978 0.085455000000000017 -0.085744999999999988 -0.11705499999999998 0.088910000000000017 0.08796000000000001 -0.07107999999999999 0.091815000000000022 0.021890000000000003 -0.086579999999999976 0.094270000000000007 0.085340000000000013 -0.088584999999999983 -0.026279999999999998 -0.062709999999999974 -0.072334999999999997
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 -2 -7 11 9 -8 -11 12 -5 -13 15 16 -14 -17 -15
right_child=3 2 -4 7 -6 6 8 -9 -10 10 -12 13 14 18 -16 17 -18 -19 -20
leaf_value=0.0039508616765797635 -0.0031349938512336946 -0.012327214386516338 0.00017760072624912495 -0.005252093573510975 -0.004846082537140051 0.014467706194407735 0.0091906428596981622 0.010599684635969596 0.010175284895985629 0.00026511198815287095 0.0059481948949239669 0.010673901409491357 -0.013042696840600091 -0.0015642554421661508 0.0091027136909381193 0.0066293955356496207 0.0013451563320861779 0.0014098982853532659 0.0060217457377731674
leaf_weight=63 61 52 52 86 56 57 65 52 77 191 123 71 52 77 52 186 173 1372 72
leaf_count=63 61 52 52 86 56 57 65 52 77 191 123 71 52 77 52 186 173 1372 72
internal_value=0 -0.00227115 -0.00605753 0.00244482 0.00401395 0.00488148 0.0058382 0.00199322 0.00475558 0.00364973 0.00249701 0.00178335 0.00142915 0.00486802 0.00174326 0.00152761 -0.00197205 0.00203417 0.00208941
internal_weight=0 167 104 2823 630 574 513 2193 456 379 314 2141 1921 220 1835 1783 225 1558 149
internal_count=2990 167 104 2823 630 574 513 2193 456 379 314 2141 1921 220 1835 1783 225 1558 149
is_linear=0
shrinkage=0.16829


Tree=7020
num_leaves=19
num_cat=0
split_feature=4 13 39 2 2 42 4 0 13 2 4 13 2 4 0 475 13 0
split_gain=12.4461 4.71965 3.62338 1.07119 0.768089 0.755842 0.650541 0.476865 0.458723 0.38918 0.382087 0.353536 0.371076 0.340858 0.204277 0.202564 0.0774063 0.0543975
threshold=0.27644500000000005 -0.23438999999999996 0.0047850000000000011 0.12068000000000001 0.11504500000000002 -1.0000000180025095e-35 -0.50946499999999995 -0.105195 -0.014114999999999997 0.13554000000000002 -0.077584999999999987 -0.097709999999999977 0.10384 0.42642000000000008 1.0000000180025095e-35 -0.0095899999999999978 -0.085349999999999995 -0.0058249999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 -1 -4 -3 13 -7 17 14 -12 -13 -2 16 -16 -8 -9
right_child=7 2 5 -5 -6 8 10 9 -10 -11 11 12 -14 -15 15 -17 -18 -19
leaf_value=0.0011961848321301123 0.00094637043848274629 0.0020435093439921358 0.001529061565025733 0.0013213502743180869 0.00062953185791920878 0.0012776072609109205 0.0018171216372135006 0.00086598410198957269 0.0009070823394319639 0.00063961537361816327 0.0014108208805274295 0.0016740421382140636 0.0015043854424948858 0.0012761999556800895 0.0017423802251472877 0.001449329884236118 0.001730845866813038 0.0010187561292781051
leaf_weight=53 92 54 59 94 52 71 171 55 77 78 72 1111 166 56 53 55 539 58
leaf_count=53 92 54 59 94 52 71 171 55 77 78 72 1111 166 56 53 55 539 58
internal_value=0 0.00160213 0.00163069 0.00166813 0.000915892 0.00121179 0.00168279 0.000930033 0.00108507 0.000820301 0.00167379 0.00163917 0.00165202 0.00107141 0.00173083 0.00159347 0.00175167 0.00094471
internal_weight=0 2627 2522 2315 105 207 2221 339 148 191 2167 1349 1277 148 818 108 710 113
internal_count=2966 2627 2522 2315 105 207 2221 339 148 191 2167 1349 1277 148 818 108 710 113
is_linear=0
shrinkage=0.0032998


Tree=7021
num_leaves=29
num_cat=0
split_feature=4 12 13 15 12 133 150 48 4 51 16 51 51 12 4 15 16 15 15 13 1454 12 13 12 13 48 51 12
split_gain=9.38229 3.69064 1.70517 0.796385 0.643762 0.53752 0.472055 0.344093 0.316047 0.304148 0.501894 0.279611 0.266592 0.301819 0.244683 0.185136 0.236948 0.14465 0.13018 0.209859 0.144687 0.167958 0.123149 0.0743167 0.0623042 0.0600396 0.055358 0.0200617
threshold=0.31392000000000003 1.0000000180025095e-35 -0.00027999999999999998 -0.43091499999999999 0.097910000000000011 -0.0024649999999999997 0.083205000000000015 0.086410000000000015 0.51292000000000015 -0.09522499999999999 -0.055004999999999991 0.096880000000000008 0.077730000000000007 0.086675000000000016 0.061295000000000009 -0.069034999999999985 -0.040874999999999995 -0.2987999999999999 -0.10763999999999999 -0.097709999999999977 0.082920000000000008 0.083815000000000014 0.0040450000000000009 -0.088189999999999977 -0.00045499999999999995 -0.065059999999999993 0.10446500000000002 0.088055000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 8 12 -1 9 -7 -2 -4 -11 14 18 -14 15 -6 24 -5 27 -20 21 -21 -18 -9 -17 -19 -15 -3
right_child=3 4 6 17 11 7 -8 23 -10 10 -12 -13 13 26 -16 16 22 25 19 20 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00086588462268637678 0.00081874301366811582 0.0012856672575341371 0.0012202385239805072 0.0001543494906578038 0.0012223835468951128 0.0006801019294933303 0.0006986409641753067 0.00048731180124176373 0.00050826538811607361 0.0011604537998891643 0.00079041805058482472 0.00079441027881264252 0.0014677240491399117 0.0010798222881276344 0.00085617425832092012 0.0012177053715863911 0.00080145731999808575 0.00027961894240992498 0.00094236517141214524 0.0012849005134849155 0.0009508448753395676 0.0011181990810288328 0.0010182928084316329 0.00031415425987286891 0.0010508038608438111 0.00043345733920441498 0.0012305120322093717 0.0011788272496547729
leaf_weight=64 56 54 71 56 69 81 56 53 102 74 89 68 53 53 75 56 54 55 79 73 55 1158 67 59 53 60 70 53
leaf_count=64 56 54 71 56 69 81 56 53 102 74 89 68 53 53 75 56 54 55 79 73 55 1158 67 59 53 60 70 53
internal_value=0 0.00104061 0.000799078 0.000449434 0.00110381 0.000603009 0.000972715 0.000515655 0.000618531 0.00103815 0.000958626 0.000991351 0.00113395 0.00125697 0.00102706 0.00106981 0.00102389 0.000292985 0.00111922 0.00111027 0.00112056 0.00112811 0.000921814 0.000396409 0.00113687 0.000360189 0.00116587 0.00123308
internal_weight=0 2637 547 329 2090 257 290 193 158 234 163 442 1648 176 374 299 230 171 1472 1365 1286 1231 121 112 109 115 123 107
internal_count=2966 2637 547 329 2090 257 290 193 158 234 163 442 1648 176 374 299 230 171 1472 1365 1286 1231 121 112 109 115 123 107
is_linear=0
shrinkage=0.0032998


Tree=7022
num_leaves=31
num_cat=0
split_feature=1 3 2 2 2 2 11 39 48 150 52 13 1 1212 133 52 3 52 52 483 2 13 15 15 2 15 1 13 2 2
split_gain=13.0095 2.98168 1.72183 1.24781 0.842917 0.980195 0.623704 0.495534 0.360741 0.359583 0.321381 0.305696 0.298919 0.294141 0.261042 0.232775 0.208871 0.208187 0.429633 0.20638 0.202434 0.201511 0.145643 0.123532 0.191437 0.113087 0.0773672 0.0434541 0.039606 0.0299157
threshold=0.10075500000000003 -0.051469999999999995 0.11504500000000002 0.095565000000000011 -1.0000000180025095e-35 0.11231500000000001 0.074925000000000005 0.082765000000000019 0.098985000000000017 0.083205000000000015 0.0030150000000000008 -0.018299999999999997 0.13654500000000003 0.089955000000000021 -0.0024649999999999997 -0.40891499999999997 0.12745000000000004 -0.11263999999999999 0.042815000000000006 -0.070084999999999981 0.10334500000000001 -0.069444999999999993 -0.063834999999999989 0.062230000000000008 0.08154500000000002 0.084100000000000022 0.11366000000000001 -0.051009999999999993 0.10393500000000001 0.087325000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 6 -3 28 9 8 17 13 12 26 16 19 -15 -13 -7 22 27 -1 -20 29 -5 24 -21 -25 -2 -19 -6 -11
right_child=1 4 -4 7 5 10 -8 -9 -10 21 -12 15 -14 14 -16 -17 -18 18 20 23 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014421617164633938 0.0011537695431060044 0.00028898424865842046 0.00053210602417543495 0.0013719120704677589 0.0009687625701305365 0.00042153100624097264 0.001545132907247863 0.000787400267987611 0.00085784602221908996 0.0012488524462362218 0.00070902903281070198 0.0011727418355950978 0.00025629344540153845 0.0012477591652055508 0.00097200704043293043 0.00087632787060882124 0.00069757032110863719 0.00085981218515787075 0.0013107618998172066 0.0011173964209245943 0.0010913387334146802 0.00093181793632952491 0.0011498939595846098 0.0014410321880739103 0.0012709327680768549 0.0012897655742698986 0.0013411843436307368 0.0010017285253391068 0.00083082881625589581 0.0011298531299931312
leaf_weight=89 52 102 72 66 52 71 84 56 53 52 71 52 61 92 66 69 53 54 89 122 102 52 70 64 376 600 54 53 52 65
leaf_count=89 52 102 72 66 52 71 84 56 53 52 71 52 61 92 66 69 53 54 89 122 102 52 70 64 376 600 54 53 52 65
internal_value=0 0.00072076 0.000977665 0.00122128 0.000554419 0.000629527 0.00126628 0.0010835 0.00111748 0.00125141 0.000519455 0.00111883 0.00044651 0.00126884 0.00113279 0.001004 0.0005398 0.0011491 0.00109933 0.00128599 0.00119377 0.00110595 0.0012579 0.001274 0.00123339 0.0013044 0.00124958 0.000930436 0.000900134 0.00118304
internal_weight=0 761 299 2205 462 360 1662 543 487 1578 256 227 185 1409 158 121 124 434 298 1251 191 169 136 1162 498 664 106 107 104 117
internal_count=2966 761 299 2205 462 360 1662 543 487 1578 256 227 185 1409 158 121 124 434 298 1251 191 169 136 1162 498 664 106 107 104 117
is_linear=0
shrinkage=0.0032998


Tree=7023
num_leaves=13
num_cat=0
split_feature=10 9 11 11 2 124 50 1212 159 160 130 11
split_gain=0.33225 0.374108 0.184103 0.284731 0.169502 0.191048 0.169839 0.171806 0.103977 0.1725 0.103301 0.0852384
threshold=-0.16262499999999996 -0.084439999999999987 0.085630000000000026 0.077330000000000024 0.10384 -0.084084999999999979 0.12170000000000002 0.089955000000000021 0.10444500000000002 -0.082339999999999983 0.092005000000000017 0.091445000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7 9 -6 -11 -4
right_child=1 2 11 -5 8 6 -8 -9 -10 10 -12 -13
leaf_value=0.017141057747174303 -0.0098427306065934188 -0.0043199047897317898 -0.0065227637917901083 0.016300657740734029 0.011054522369667377 0.0062675638628909621 -0.002326658756005049 0.00072671140504011126 -0.0033147556991331038 0.00067712329540818312 0.0084313367714332517 0.0018794068082473639
leaf_weight=57 53 58 57 59 64 1759 76 175 90 377 56 85
leaf_count=57 53 58 57 59 64 1759 76 175 90 377 56 85
internal_value=0 0.00415636 0.00441678 0.004726 0.00446811 0.00518503 0.0054602 0.00576712 0.00193933 0.00289439 0.00168413 -0.00148064
internal_weight=0 2909 2856 2714 2655 2068 2010 1934 587 497 433 142
internal_count=2966 2909 2856 2714 2655 2068 2010 1934 587 497 433 142
is_linear=0
shrinkage=0.16829


Tree=7024
num_leaves=17
num_cat=0
split_feature=121 50 51 50 3 13 3 3 14 12 13 13 39 12 1 43
split_gain=0.301777 0.144138 0.152212 0.264933 0.153412 0.152559 0.309478 0.148439 0.234583 0.187073 0.164922 0.156245 0.120382 0.108838 0.0947615 0.0825999
threshold=-0.076579999999999995 0.13159000000000001 0.10636000000000001 0.097115000000000021 0.096440000000000012 -0.11210999999999999 0.11878500000000002 -1.0000000180025095e-35 0.078275000000000025 0.023990000000000004 -0.0094049999999999984 -0.097709999999999977 0.089285000000000017 -1.0000000180025095e-35 0.08845500000000002 -0.070914999999999992
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 13 -7 8 9 10 -2 -11 14 -6 -9 -5
right_child=1 -3 3 15 5 6 -8 12 -10 11 -12 -13 -14 -15 -16 -17
leaf_value=0.016259061304295528 0.0036989182609573896 -0.0029669050332132218 0.01743224743184572 0.0082741978311091629 0.0094979352953804622 0.0023491513716757512 -0.013579245051082135 0.0070493748017463401 -0.0070718660634321116 -0.0019218929330342561 -0.0044977709091279568 0.0046607987568056605 0.0015521537725308762 -0.00066642969852416761 0.01633136689421321 -0.0010978455338901455
leaf_weight=53 139 96 61 52 54 83 59 71 59 108 139 1763 52 66 57 54
leaf_count=53 139 96 61 52 54 83 59 71 59 108 139 1763 52 66 57 54
internal_value=0 0.00343538 0.0036542 0.00858887 0.00334255 -0.000517157 -0.00425633 0.00376677 0.00338657 0.00367454 -0.000392964 0.00427986 0.00842055 0.00389256 0.0111968 0.00348281
internal_weight=0 2913 2817 167 2650 262 142 2388 2208 2149 278 1871 180 120 128 106
internal_count=2966 2913 2817 167 2650 262 142 2388 2208 2149 278 1871 180 120 128 106
is_linear=0
shrinkage=0.16829


Tree=7025
num_leaves=18
num_cat=0
split_feature=4 3 39 48 0 2 3 4 0 2 3 2 2 3 123 15 3
split_gain=7.71224 3.74831 1.87228 0.751502 0.612166 0.498352 0.370917 0.325969 0.289692 0.576499 0.343725 0.358773 0.257153 0.253382 0.130435 0.128848 0.0961126
threshold=0.31392000000000003 0.11391500000000002 0.0047850000000000011 0.091775000000000009 -0.105195 0.12336000000000001 0.28833000000000003 -0.50690499999999983 -0.064994999999999983 0.084685000000000024 -0.15415499999999996 0.10510500000000002 0.13554000000000002 0.12478500000000002 1.0000000180025095e-35 -0.46483499999999994 -0.13117499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 14 13 7 -3 -1 10 -10 -9 -12 15 -2 -4 -6 -11
right_child=4 6 3 -5 12 -7 -8 8 9 16 11 -13 -14 -15 -16 -17 -18
leaf_value=0.0012879690476764851 0.00073659148689200348 0.00062035501196231954 0.0009741447685613332 0.00041717479357311616 0.00052587489516503212 0.00076099514296878404 0.00026632282099391395 0.0013167190135974199 0.00069724647800623886 0.0011403925923067833 0.00105954663263454 0.00088022567156845405 0.00016018151976640691 0.00044179177319468555 0.00076104971500915537 0.0003007064089767544 0.00097597604897409077
leaf_weight=61 76 63 55 66 57 69 67 54 78 68 1786 133 71 56 80 56 106
leaf_count=61 76 63 55 66 57 69 67 54 78 68 1786 133 71 56 80 56 106
internal_value=0 0.00098523 0.00101304 0.000706796 0.00044003 0.00103916 0.000438163 0.00104754 0.00104094 0.000934349 0.00105453 0.00104714 0.000316618 0.000611792 0.000848127 0.000414599 0.00104043
internal_weight=0 2686 2556 201 316 2355 130 2286 2225 252 1973 1919 184 132 135 113 174
internal_count=3002 2686 2556 201 316 2355 130 2286 2225 252 1973 1919 184 132 135 113 174
is_linear=0
shrinkage=0.0032998


Tree=7026
num_leaves=13
num_cat=0
split_feature=149 4 130 34 13 132 13 474 475 1373 13 15
split_gain=0.187695 0.239517 0.162452 0.184917 0.194966 0.195541 0.166246 0.156343 0.257616 0.136898 0.131811 0.0306603
threshold=0.081165000000000015 -0.50946499999999995 -0.14793499999999996 -0.082914999999999989 -0.10939499999999998 0.078205000000000011 -0.09657499999999998 0.088510000000000019 -0.082659999999999997 1.0000000180025095e-35 -0.18997999999999995 -0.083029999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 10 -6 9 -9 -8 11 -5
right_child=-2 2 3 4 6 -7 7 8 -10 -11 -12 -13
leaf_value=0.014414590112279651 -0.0047498044190372899 -0.0051561796030792049 0.012634175455851491 0.0029666086411015294 0.013622391510475004 0.0086282066321226678 0.0037154157451398267 0.018652455585348244 0.0051587554643072108 0.012308553437590497 -0.008613492162089207 -0.0024007472259263366
leaf_weight=66 65 52 74 65 56 53 2184 55 150 54 72 56
leaf_count=66 65 52 74 65 56 53 2184 55 150 54 72 56
internal_value=0 0.0043801 0.00414879 0.00432107 0.00409631 -0.000417448 0.00454136 0.00433247 0.00878778 0.00392356 -0.0029108 0.000467695
internal_weight=0 2937 2871 2819 2745 246 2499 2443 205 2238 193 121
internal_count=3002 2937 2871 2819 2745 246 2499 2443 205 2238 193 121
is_linear=0
shrinkage=0.16829


Tree=7027
num_leaves=14
num_cat=0
split_feature=1 151 12 4 34 15 474 475 474 400 1 12 15
split_gain=0.186758 0.136109 0.124212 0.122108 0.127347 0.1041 0.122206 0.217032 0.176277 0.120019 0.0615954 0.0514043 0.0201128
threshold=0.12381000000000002 -0.23315499999999997 0.023990000000000004 -0.50231999999999988 -1.0000000180025095e-35 -0.45371999999999996 0.088510000000000019 -0.082659999999999997 0.085295000000000024 -0.07718499999999999 0.13941500000000004 0.089035000000000017 -0.26547499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 -3 -5 -6 8 -8 9 -7 12 -9 -2
right_child=2 3 -4 4 5 6 7 11 -10 -11 -12 -13 -14
leaf_value=0.011304081155122617 0.00096488478517623116 0.0094386047382976831 -0.0063725537827607663 0.010194320497984037 -0.0039485667096070647 -0.0013041806824226469 0.01625940355960992 -6.2302745391603151e-05 -0.005966020454584873 0.0036831463463073734 0.0044732401376633892 0.0068147016251834964 -0.0035690698577952318
leaf_weight=69 56 102 77 78 55 146 57 56 59 2023 103 67 54
leaf_count=69 56 102 77 78 55 146 57 56 59 2023 103 67 54
internal_value=0 0.0039126 -0.000575319 0.00371896 0.00348865 0.00327557 0.00344131 0.00766601 0.00309919 0.00334661 0.00151196 0.0036691 -0.00124454
internal_weight=0 2712 290 2643 2541 2463 2408 180 2228 2169 213 123 110
internal_count=3002 2712 290 2643 2541 2463 2408 180 2228 2169 213 123 110
is_linear=0
shrinkage=0.16829


Tree=7028
num_leaves=22
num_cat=0
split_feature=2 43 3 13 151 1 3 159 4 2 2 3 123 158 2 3 4 129 42 1 4
split_gain=0.195592 0.196629 0.165019 0.234989 0.160941 0.141215 0.403214 0.201272 0.162744 0.178779 0.148847 0.113639 0.110712 0.128114 0.110364 0.0930584 0.112779 0.104965 0.0851508 0.0708949 0.100931
threshold=0.12068000000000001 0.056805000000000008 -0.14884499999999998 0.044405000000000007 -0.23315499999999997 0.080320000000000016 -0.096384999999999985 -0.25625999999999993 -0.087669999999999984 0.08400500000000001 0.086545000000000025 -0.24156999999999998 0.084000000000000005 0.10380000000000002 0.17730000000000004 -0.064734999999999987 0.049545000000000006 0.090660000000000004 0.086310000000000012 0.12963000000000002 0.063435000000000005
decision_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 14 3 -1 -4 8 -7 -8 10 -10 -6 -5 13 -9 19 17 -17 -11 -14 20 -2
right_child=1 -3 4 11 5 6 7 12 9 15 -12 -13 18 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=0.014285256656372348 -0.0087537569315589842 0.0077759392706153504 0.011467930421927574 0.0078220046314864868 0.014385574020189 -0.011600214774049567 0.011628206630095141 -1.6662049597962751e-05 -0.0042395436072644949 0.0036493532094352449 0.003877968619955788 -0.0029521376764463365 0.010315572712321011 0.0080416589399626825 -0.0095257573308723548 0.012435978349775629 0.0021608068401798362 -0.003364893298408131 0.0012770955653715666 0.0030418088779440469 0.00033277649508477462
leaf_weight=92 58 60 62 59 75 65 59 660 85 1010 79 52 65 61 56 72 53 64 55 75 85
leaf_count=92 58 60 62 59 75 65 59 660 85 1010 79 52 65 61 56 72 53 64 55 75 85
internal_value=0 -0.000941884 0.00337395 0.00799128 0.00299297 0.00277356 0.001196 0.00212217 0.00383096 0.00320876 0.00900698 0.00275847 0.00145314 0.000662618 -0.00285745 0.00373828 0.00809368 0.0032297 0.00618791 -0.00113625 -0.00334011
internal_weight=0 334 2668 203 2465 2403 965 900 1438 1284 154 111 841 721 274 1199 125 1074 120 218 143
internal_count=3002 334 2668 203 2465 2403 965 900 1438 1284 154 111 841 721 274 1199 125 1074 120 218 143
is_linear=0
shrinkage=0.16829


Tree=7029
num_leaves=20
num_cat=0
split_feature=2 4 3 2 12 3 3 4 42 15 2 51 13 158 2 13 16 47 3
split_gain=15.2849 5.42147 2.71176 2.24885 1.65243 0.916982 0.898358 0.699143 0.683739 0.632091 0.508452 0.438313 0.427661 0.361384 0.347631 0.274899 0.25736 0.21914 0.152084
threshold=0.12068000000000001 0.31392000000000003 0.11391500000000002 0.17730000000000004 -1.0000000180025095e-35 0.18595000000000003 -0.15500999999999998 0.043640000000000005 -0.0047199999999999994 -0.11277999999999998 0.10052500000000002 -0.015159999999999998 0.080625000000000016 0.019155000000000002 0.087665000000000007 -0.026489999999999996 -0.087969999999999979 0.09585500000000001 -0.049204999999999992
decision_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 8 9 12 14 -1 -2 -3 -9 -6 -13 17 -10 -16 -8 -11
right_child=3 10 -4 -5 6 -7 7 11 15 18 -12 13 -14 -15 16 -17 -18 -19 -20
leaf_value=0.0013420623613971218 0.00058338709794458201 0.00058548905775635874 0.00067109698070873594 3.9991304563494001e-06 0.0018869230094829565 0.00029768853278537593 0.0014515545177251283 0.0010066248098878753 0.0011211465789602258 0.0010458461170100911 0.00095964770767231668 0.001212485084846421 0.0015027794680440504 0.0015339376024298718 0.0012056553465203948 0.00081150384332209519 0.0013712517539090352 0.001265927318069518 0.00080687966747071914
leaf_weight=71 95 101 63 64 53 52 969 78 54 70 66 140 83 54 126 78 654 78 53
leaf_count=71 95 101 63 64 53 52 969 78 54 70 66 140 83 54 126 78 654 78 53
internal_value=0 0.00130968 0.00134813 0.000560695 0.00136561 0.000692523 0.00139156 0.00137462 0.00107978 0.000786542 0.000733571 0.00121753 0.00165274 0.00130214 0.00139798 0.000938443 0.00134455 0.00143776 0.000943163
internal_weight=0 2668 2501 334 2438 270 2235 2099 203 218 167 272 136 194 1827 132 780 1047 123
internal_count=3002 2668 2501 334 2438 270 2235 2099 203 218 167 272 136 194 1827 132 780 1047 123
is_linear=0
shrinkage=0.0032998


Tree=7030
num_leaves=30
num_cat=0
split_feature=10 1 0 133 10 148 1456 12 156 16 12 16 12 12 51 42 15 4 4 12 12 12 0 4 15 16 133 0 16
split_gain=0.367128 0.18476 0.240924 0.261401 0.17423 0.171032 0.175148 0.189663 0.238398 0.322255 0.197043 0.168536 0.228403 0.153686 0.134305 0.122296 0.178153 0.153555 0.146546 0.119705 0.132967 0.110829 0.0964912 0.0932399 0.143588 0.111326 0.0750245 0.0839001 0.0441677
threshold=-0.0093599999999999985 0.080320000000000016 -0.14755499999999996 0.11124000000000002 -0.23313499999999995 -0.07718499999999999 -0.0022699999999999994 0.092395000000000019 0.10510000000000001 -0.020389999999999995 -0.038859999999999992 -0.071129999999999985 0.08401500000000002 0.093670000000000017 0.080840000000000009 0.087120000000000017 -0.0044499999999999991 0.0014100000000000002 -0.082619999999999985 0.096510000000000012 0.10700500000000002 0.083725000000000008 -0.084044999999999995 -0.083084999999999978 0.084845000000000018 -0.091624999999999984 0.50599500000000008 -0.067434999999999981 -0.080419999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 11 -1 -3 -7 8 9 14 -11 12 -4 -9 -8 16 21 22 -18 -15 -21 -13 -17 24 -14 -25 27 28 -5
right_child=1 5 3 26 -6 6 7 13 -10 10 -12 15 23 19 -16 17 18 -19 -20 20 -22 -23 -24 25 -26 -27 -28 -29 -30
leaf_value=0.0017380180658336287 0.015798828310535327 0.0098168803181829991 0.016715147813611605 -0.00097819270209088881 -0.010236400265125796 0.0085124601774432037 0.003160561284427463 0.012841150219302974 0.0096183548893353163 0.00042978164612311509 -0.0098645945237501049 0.010164237212563406 0.0073076047869803503 -0.002659544247266209 -0.0034091180215595567 0.015110318935621309 0.0019095212155634204 -0.00083758379003084351 -0.0096050758182880842 0.0092900639034846251 0.00029200475760362291 0.0025205565805990872 0.0065518829976073624 0.0053951334892843993 -0.0028538399432485543 0.011412986865900858 0.0044724696590172737 0.0035301429922402669 -0.0072091696802834308
leaf_weight=60 56 78 69 59 80 97 316 52 61 79 156 69 93 79 122 56 69 55 57 101 87 248 116 212 68 150 65 52 73
leaf_count=60 56 78 69 59 80 97 316 52 61 79 156 69 93 79 122 56 69 55 57 101 87 248 116 212 68 150 65 52 73
internal_value=0 0.00373439 0.00494655 0.00454316 -0.00509167 0.00218613 0.00166701 0.00103471 -0.000452025 -0.00136746 -0.00639629 0.00552648 0.00759831 0.00446123 0.00132655 0.00369316 0.00205981 0.00687282 -0.0032852 0.00282246 0.00513562 0.00418999 0.0093488 0.00639208 0.00300466 0.00789368 -0.000433366 -0.00217617 -0.00443772
internal_weight=0 2795 1567 1511 140 1228 1150 1053 734 673 235 1262 592 319 438 670 443 227 126 267 188 317 172 523 161 362 249 184 132
internal_count=2935 2795 1567 1511 140 1228 1150 1053 734 673 235 1262 592 319 438 670 443 227 126 267 188 317 172 523 161 362 249 184 132
is_linear=0
shrinkage=0.16829


Tree=7031
num_leaves=32
num_cat=0
split_feature=1 1 14 155 2 1 10 2 3 2 43 15 2 49 49 43 2 0 3 43 2 3 15 15 2 133 3 133 403 43 3
split_gain=11.9618 3.46514 1.84123 1.41481 1.01768 0.823731 0.704366 0.678 0.663198 0.62539 0.551372 0.366294 0.337677 0.28795 0.287043 0.282297 0.278311 0.27591 0.326164 0.271695 0.209779 0.179186 0.145161 0.127207 0.119664 0.098049 0.078716 0.0767758 0.073812 0.0736601 0.0690163
threshold=0.10455000000000002 0.13300500000000001 0.064610000000000015 0.089885000000000007 0.098655000000000007 0.084955000000000017 -0.010699999999999999 0.087665000000000007 -0.031895 0.10523 -0.049364999999999992 -0.15973499999999999 -1.0000000180025095e-35 -0.032624999999999994 0.12314000000000001 -0.022159999999999996 0.11504500000000002 -0.11214999999999999 -0.078884999999999997 -0.066724999999999993 0.084195000000000006 -0.10859999999999999 -0.077474999999999988 0.091600000000000015 0.11366500000000002 0.085785000000000014 -0.078644999999999979 -0.062749999999999986 -0.07687999999999999 -0.037954999999999996 -0.075404999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 5 15 -3 12 9 -2 -10 -8 -7 -6 22 20 -12 -17 28 26 -1 -22 30 -21 29 -23 -14 -20 -19 -24 -15
right_child=1 6 -4 -5 13 7 11 -9 10 -11 16 -13 19 14 -16 17 -18 18 27 23 21 25 24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0009918267883369707 0.001078007325433619 3.1338596517439457e-06 0.0016283405494984403 0.0012959822606006407 0.00081594901442967691 0.00090236917496876634 0.00029886103826669297 0.00075421267472816362 0.00041504230368034873 0.00067193269891080768 0.00093189027347163683 0.00063224412477199039 0.0012109146628143323 0.0010947945189036035 0.00082028300884573555 0.0015119442129709392 0.00062349179965463678 0.0012649176511959634 0.0011917881078078233 0.001017168544740804 0.00139015752976013 0.0011307923200414832 0.0010023083381686801 0.0011837593306346702 0.00094435635934099493 0.0012256944117746444 0.0013755034444064209 0.0010135708937665181 0.0013615437386821495 0.0011582507497374889 0.0012630270786425887
leaf_weight=56 99 58 92 61 68 66 91 63 81 72 59 60 99 58 53 57 72 194 63 129 55 212 60 89 98 322 54 53 190 91 60
leaf_count=56 99 58 92 61 68 66 91 63 81 72 59 60 99 58 53 57 72 194 63 129 55 212 60 89 98 322 54 53 190 91 60
internal_value=0 0.000663465 0.0011701 0.000828433 0.00115084 0.00118905 0.000312838 0.00107595 0.000753875 0.000907235 0.000630009 0.000431564 0.00112225 0.00101749 0.00105004 0.00123607 0.000762658 0.00129122 0.00126599 0.00116127 0.00118838 0.00120701 0.00108313 0.00108534 0.00103677 0.00118808 0.00126924 0.00111067 0.00131282 0.00109652 0.00118064
internal_weight=0 653 2282 444 2190 1702 209 500 383 171 212 151 437 488 420 1202 131 557 500 371 645 589 367 218 249 534 153 116 384 151 118
internal_count=2935 653 2282 444 2190 1702 209 500 383 171 212 151 437 488 420 1202 131 557 500 371 645 589 367 218 249 534 153 116 384 151 118
is_linear=0
shrinkage=0.0032998


Tree=7032
num_leaves=21
num_cat=0
split_feature=4 2 12 2 2 11 42 12 48 47 12 4 2 159 11 403 2 12 12 2
split_gain=18.8006 8.49801 2.74439 1.53204 1.29108 1.35682 0.967846 0.762768 0.751208 0.715105 0.578375 0.392735 0.391032 0.373058 0.365775 0.33555 0.274765 0.194987 0.161446 0.0855973
threshold=0.31392000000000003 0.13388500000000003 -1.0000000180025095e-35 0.15205000000000002 0.10060500000000001 1.0000000180025095e-35 -0.0047199999999999994 0.087470000000000006 0.086840000000000014 0.11224000000000002 -0.086944999999999981 -0.0034749999999999994 0.098180000000000003 -0.0062899999999999996 0.082245000000000013 -0.51745999999999992 0.12681500000000004 0.095815000000000011 0.10923500000000001 0.10052500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 10 5 9 -1 -6 -3 11 -2 15 -8 -13 17 -4 19 -9 -19 -12
right_child=3 8 4 -5 7 -7 12 14 -10 -11 16 13 -14 -15 -16 -17 -18 18 -20 -21
leaf_value=0.0010219538979712977 2.3657199488018163e-05 0.00047963098826416325 0.00099271769109551583 -0.00030392035764181086 0.00069685378976942455 0.0015302390177708068 0.00070676561498869911 0.0011104321588791257 -4.5701779894789267e-05 0.00082327554053391585 0.00037000691349575851 0.0012518267048461334 0.00034852674735084429 0.00099347913248000095 0.0012631533594806915 0.0011919691741975004 0.00020572749001228233 0.0008175535818082235 0.00102732939427251 0.00053483793757253028
leaf_weight=84 62 53 102 54 98 101 91 81 67 77 61 80 53 275 61 1218 64 94 74 85
leaf_count=84 62 53 102 54 98 101 91 81 67 77 61 80 53 275 61 1218 64 94 74 85
internal_value=0 0.00104407 0.00108543 0.000203447 0.00112025 0.00115734 0.000739922 0.000951722 0.000186027 0.00113582 0.000304304 0.00115017 0.000575158 0.0010518 0.00103218 0.0011766 0.000386994 0.000975453 0.000910165 0.000466211
internal_weight=0 2609 2489 326 2261 1853 228 408 120 1752 272 1675 144 355 310 1320 210 249 168 146
internal_count=2935 2609 2489 326 2261 1853 228 408 120 1752 272 1675 144 355 310 1320 210 249 168 146
is_linear=0
shrinkage=0.0032998


Tree=7033
num_leaves=27
num_cat=0
split_feature=4 0 11 15 0 4 15 1213 0 15 1213 4 474 0 15 4 0 150 42 42 0 47 4 159 160 4
split_gain=0.228112 0.148031 0.305465 0.27244 0.247728 0.376585 0.279921 0.176309 0.160953 0.134448 0.136464 0.11494 0.109266 0.105924 0.210203 0.201584 0.119425 0.0990577 0.0984415 0.0906502 0.0691386 0.0659505 0.0615962 0.0557494 0.0506765 0.0436085
threshold=0.27258000000000004 -0.076734999999999984 1.0000000180025095e-35 0.090385000000000007 -0.10594499999999998 0.056815000000000011 -0.085999999999999979 -0.097649999999999987 -0.082689999999999986 0.087325000000000014 0.056625000000000002 -0.00045499999999999995 -0.029314999999999997 -0.10726999999999999 -0.43587999999999999 0.42642000000000008 -0.060454999999999995 0.082965000000000025 0.085585000000000008 0.11791500000000001 -0.079324999999999993 0.11896000000000002 -0.051094999999999995 0.030370000000000005 -1.0000000180025095e-35 0.25367000000000006
decision_type=2 2 2 2 2 2 2 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 11 -6 22 10 -9 -1 -3 15 16 -2 -15 19 -11 21 -10 23 -5 24 -14 -7
right_child=13 12 -4 8 7 25 -8 9 20 18 -12 -13 17 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=-0.0054330110520839853 -0.0008304669268357893 0.0098416237172241558 0.015226288698748302 0.018385031007239126 0.013006530660470876 0.011131556937190029 -0.014257522122326978 0.004741259676853714 0.0030160423856956812 0.003608069438163265 0.01087215226330775 0.0053979179691308011 0.0088056446509780541 -0.002687493915395875 -0.0085587357557018739 0.011871279490045589 0.0084041982235762858 -0.0032849157603500215 -0.0054313449868852223 -0.0017676444605894185 0.010350405494389871 -0.0018504011893579319 0.01051037420172617 0.00081928254464616861 0.0042936520147309242 0.0042591968865632627
leaf_weight=56 102 61 91 64 80 52 61 786 79 85 119 55 90 58 86 54 52 77 57 94 69 52 53 101 346 55
leaf_count=56 102 61 91 64 80 52 61 786 79 85 119 55 90 58 86 54 52 77 57 94 69 52 53 101 346 55
internal_value=0 0.00485011 0.00572087 0.00520214 0.00426704 -0.000216423 -0.00509926 0.00537855 0.0101567 0.00479399 0.00554941 -5.01491e-05 0.00297915 0.000277957 -0.00232096 0.00355478 0.00253952 0.00242598 -7.77597e-06 0.00307244 0.00644758 0.00384794 0.0148332 0.00440308 0.00522915 0.00761583
internal_weight=0 2583 1762 1671 1406 279 172 1127 265 1047 905 111 821 352 196 156 110 760 142 683 148 589 117 537 436 107
internal_count=2935 2583 1762 1671 1406 279 172 1127 265 1047 905 111 821 352 196 156 110 760 142 683 148 589 117 537 436 107
is_linear=0
shrinkage=0.16829


Tree=7034
num_leaves=34
num_cat=0
split_feature=1 12 1 10 15 12 13 156 16 1 12 13 15 133 12 15 1 15 160 15 15 15 16 159 48 16 16 12 13 15 16 12 16
split_gain=31.1306 7.50473 4.04454 2.17566 1.49402 1.46637 0.862098 0.752402 0.706098 0.628799 0.886089 0.538517 0.428626 0.406553 0.373806 0.358603 0.293366 0.28937 0.283495 0.273779 0.249561 0.222355 0.219299 0.217335 0.184287 0.171323 0.164192 0.146835 0.133207 0.121526 0.11845 0.0965923 0.0433858
threshold=0.12448500000000001 0.056995000000000011 0.09258000000000001 -0.063134999999999983 -0.19153499999999998 0.093455000000000024 -0.0023899999999999993 0.083125000000000018 -0.50720999999999983 0.089245000000000005 0.089035000000000017 -0.14022999999999999 -0.039149999999999997 -0.08799499999999999 0.11640000000000002 -0.42443999999999993 0.085880000000000026 -0.069034999999999985 -0.034419999999999992 -0.0090849999999999976 -0.032519999999999993 0.091195000000000012 -0.070834999999999995 0.079875000000000015 0.086260000000000017 -0.093484999999999985 -0.088174999999999989 0.086115000000000011 -0.065539999999999987 0.088645000000000015 -0.049824999999999994 0.085325000000000012 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -2 15 9 23 20 -8 11 -11 -3 13 -7 21 -5 17 -15 19 31 25 22 -14 24 -4 -1 27 -20 -23 -28 -12 -13 -30
right_child=3 5 6 4 -6 12 8 -9 -10 10 30 18 14 16 -16 -17 -18 -19 26 -21 -22 28 -24 -25 -26 -27 29 -29 32 -31 -32 -33 -34
leaf_value=0.0016437293682490329 5.3317562638113533e-05 0.0023240278321203017 0.0012727941568615453 0.00070814581809297387 0.0011002180264832221 0.0019104102445036538 0.0011071508748239985 0.0020774271437879041 0.0015732077904216596 0.0014227644943214902 0.0018325938786160059 0.0020540765248329229 0.0021642823019953593 0.0018442187476154948 0.0015992776577316693 0.00034956979825318825 0.0014849558257334667 0.001535966856642859 0.0021970705155706888 0.0017519309783317158 0.0015285049245784927 0.0019186434870382023 0.0018864027660272101 0.00088955450325285603 0.0010020794738396365 0.0019191542037605893 0.0019593378475608195 0.0020208983903077767 0.0016734112892656827 0.0020874711936941935 0.0020303898533293304 0.0019022632967167499 0.0018192438915822029
leaf_weight=52 54 54 63 71 97 73 55 73 103 52 76 88 57 87 55 54 99 57 95 101 75 102 77 52 52 53 452 138 56 111 70 125 56
leaf_count=52 54 54 63 71 97 73 55 73 103 52 76 88 57 87 55 54 99 57 95 101 75 102 77 52 52 53 452 138 56 111 70 125 56
internal_value=0 0.00181257 0.00147966 0.000648048 0.000792553 0.00190502 0.00123577 0.00179283 0.0014112 0.00196891 0.00179525 0.00199842 0.00178394 0.00169169 0.00185619 0.000553523 0.00162584 0.00172245 0.00198255 0.00189668 0.00167721 0.00189669 0.00200487 0.00106959 0.00115069 0.00178309 0.00201638 0.00209288 0.00182879 0.00198466 0.00192767 0.00196515 0.00174664
internal_weight=0 2659 578 276 222 2081 325 253 158 1362 198 1164 719 316 403 125 243 144 1110 314 180 348 134 167 115 105 796 233 214 563 146 213 112
internal_count=2935 2659 578 276 222 2081 325 253 158 1362 198 1164 719 316 403 125 243 144 1110 314 180 348 134 167 115 105 796 233 214 563 146 213 112
is_linear=0
shrinkage=0.0032998


Tree=7035
num_leaves=17
num_cat=0
split_feature=3 11 483 1453 42 15 1213 483 16 1348 475 2 16 3 3 42
split_gain=0.26224 0.154848 0.172312 0.183534 0.165813 0.160365 0.151777 0.15011 0.13641 0.108962 0.113818 0.107097 0.145431 0.134038 0.0978474 0.046842
threshold=0.3148450000000001 0.088055000000000008 -0.070084999999999981 -0.040249999999999987 0.089270000000000002 0.039965000000000007 0.084325000000000011 -0.14140999999999995 0.0044600000000000013 0.074310000000000015 -0.10968499999999999 0.090295000000000014 -0.081729999999999983 -0.09738999999999999 -0.07106999999999998 0.091465000000000005
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 9 -1 -3 10 -5 13 -13 -7 -15 -14
right_child=-2 8 3 5 -6 11 -8 -9 -10 -11 -12 12 15 14 -16 -17
leaf_value=0.0074195219211975246 -0.0045937879683044941 0.016454290868130265 -0.0055799017490625385 0.01083929680739632 0.0018670009225438969 0.013204888267308437 -0.0049692070713429765 0.019891031942846492 0.004534843196327033 0.010825819579307649 0.0027989321832561768 -0.0035827078133074774 0.0076984630218554046 0.0053959088870238273 0.012834565959045313 0.0023519400614661367
leaf_weight=59 92 57 56 52 54 83 64 52 53 54 1324 72 104 613 55 86
leaf_count=59 92 57 56 52 54 83 64 52 53 54 1324 72 104 613 55 86
internal_value=0 0.00452621 0.0042755 0.00393494 0.00955453 0.0041482 0.00303734 0.0132782 0.0107276 0.00339694 0.00310409 0.00578474 0.00284333 0.00680851 0.00601106 0.00528791
internal_weight=0 2838 2728 2563 165 2507 1494 111 110 1430 1376 1013 262 751 668 190
internal_count=2930 2838 2728 2563 165 2507 1494 111 110 1430 1376 1013 262 751 668 190
is_linear=0
shrinkage=0.16829


Tree=7036
num_leaves=23
num_cat=0
split_feature=4 13 11 0 0 14 0 0 1443 16 15 1186 4 3 0 4 1 15 0 12 16 4
split_gain=0.193698 0.172632 0.163919 0.155567 0.335967 0.13086 0.144618 0.323422 0.131386 0.122274 0.101928 0.101513 0.0916909 0.11859 0.113632 0.0893949 0.0989621 0.0691086 0.068201 0.128726 0.0668664 0.0326385
threshold=0.0049450000000000006 -0.16392499999999996 0.077905000000000016 -0.23146499999999998 -0.15184499999999998 0.080670000000000006 -0.10726999999999999 -0.15445999999999996 1.0000000180025095e-35 -0.055004999999999991 -0.095244999999999982 0.069705000000000003 -0.4950449999999999 -0.044539999999999989 -0.00077999999999999999 0.11023000000000001 0.10275000000000002 -0.45371999999999996 -0.085349999999999995 0.088795000000000013 -0.24404999999999996 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 -1 3 -2 -5 6 7 -3 11 10 17 12 13 -8 -14 16 21 -6 19 -12 -19 -11
right_child=2 5 -4 4 9 -7 8 -9 -10 15 18 -13 14 -15 -16 -17 -18 20 -20 -21 -22 -23
leaf_value=-0.0037420097474149079 0.0084727986928801406 0.0083266228491917435 0.0097105274055201331 -0.011847671700873906 2.3423421140598735e-05 0.013038260776844899 0.014860024449179381 -0.0088001911491579609 -0.0030891445467296505 0.00023232054619342079 0.002804697228823413 0.01230662057788286 0.0048796614094043182 0.0043778049049832957 -0.0011972087497456069 -0.0077338355962645574 0.0059453846714366656 0.0040308335524927687 0.0041630173080664055 -0.0088008316789760094 0.010567831605202782 -0.0051309195016435768
leaf_weight=71 67 57 62 62 60 52 58 69 57 59 55 54 1507 66 92 57 54 114 61 53 74 69
leaf_count=71 67 57 62 62 60 52 58 69 57 59 55 54 1507 66 92 57 54 114 61 53 74 69
internal_value=0 0.00439957 0.00137775 0.000717332 -3.86551e-06 0.00468777 0.00446531 -0.00103809 0.00484438 0.00111278 0.00285393 0.00509987 0.00487297 0.00929527 0.0045289 -0.00191761 -8.6168e-05 0.00502634 -0.000323364 -0.00287397 0.00661346 -0.00264477
internal_weight=0 2083 847 785 718 2012 1960 126 1834 656 417 1777 1723 124 1599 239 182 248 169 108 188 128
internal_count=2930 2083 847 785 718 2012 1960 126 1834 656 417 1777 1723 124 1599 239 182 248 169 108 188 128
is_linear=0
shrinkage=0.16829


Tree=7037
num_leaves=32
num_cat=0
split_feature=4 3 3 43 42 2 2 12 156 3 52 12 12 14 2 4 0 52 52 12 133 4 3 12 42 133 4 130 42 0 3
split_gain=10.6636 4.21296 1.70342 1.51977 0.901663 0.736594 0.69723 0.497997 0.476291 0.509769 0.35414 0.354805 0.353493 0.319281 0.307417 0.270775 0.20745 0.186406 0.169402 0.164021 0.214613 0.146831 0.145572 0.206819 0.132065 0.119272 0.114409 0.0625912 0.076951 0.0820304 0.0483835
threshold=0.27998000000000006 -0.049204999999999992 0.28833000000000003 -0.041049999999999996 -1.0000000180025095e-35 0.091185000000000002 0.12681500000000004 -0.038859999999999992 0.091385000000000008 0.11391500000000002 -0.54533999999999982 0.087035000000000015 0.088665000000000008 -0.10523499999999998 0.12336000000000001 0.0015850000000000003 -0.10594499999999998 0.029970000000000007 -0.077114999999999975 0.089585000000000012 0.024055000000000003 -0.013049999999999997 -0.091894999999999991 0.083985000000000018 0.086135000000000003 0.40408500000000008 -9.4999999999999992e-05 -0.0087849999999999977 0.082115000000000007 -0.086954999999999991 -0.11266
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 7 -2 9 18 -7 -12 22 -8 16 19 -13 -18 -5 -14 24 -6 23 -1 -21 -22 -20 -24 -29 -30 -9
right_child=6 2 -4 8 21 10 13 30 -10 -11 11 14 15 -15 -16 -17 17 -19 26 20 25 -23 27 -25 -26 -27 -28 28 29 -31 -32
leaf_value=0.0012015267949445241 0.0003744161854691082 0.0010322563162990506 0.00034887619350615226 0.0012078681156926093 0.00066001602228348423 0.001308704362712549 0.00045965919180939211 0.00079172919443670125 0.0013331161124910901 0.00071130329326833273 0.00081807264537681122 0.0013202492599095354 0.0010652354485450849 0.0001194599099791996 0.00085445484855009644 0.0010011724705075913 0.0010200771757605262 0.0011632676537417948 0.00088034371539885703 0.0013707718696630254 0.0010509038394241454 0.00043359711316734114 0.0013530419128130388 0.0014663901369217534 0.0012141909040218246 0.0012259899372491303 0.0010775737045250347 0.0011481342892490048 0.0013089729362278156 0.0012172360876877206 0.00065157935251918713
leaf_weight=52 71 58 62 72 58 75 55 62 59 53 58 52 88 67 54 92 196 216 52 119 92 71 69 94 131 88 97 90 213 258 56
leaf_count=52 71 58 62 72 58 75 55 62 59 53 58 52 88 67 54 92 196 216 52 119 92 71 69 94 131 88 97 90 213 258 56
internal_value=0 0.00111461 0.000866789 0.000928473 0.000689881 0.0011854 0.00046812 0.000593808 0.00106235 0.00100392 0.00109335 0.00106525 0.00122861 0.000273117 0.00109286 0.00116849 0.00112053 0.00109523 0.00107393 0.00119813 0.00122525 0.000535671 0.00127583 0.0013723 0.00128886 0.0011367 0.00100898 0.00125342 0.00124111 0.0012588 0.000725516
internal_weight=0 2619 582 520 187 2037 311 189 333 274 651 576 1386 122 518 610 464 412 221 518 430 129 776 146 250 180 149 630 561 471 118
internal_count=2930 2619 582 520 187 2037 311 189 333 274 651 576 1386 122 518 610 464 412 221 518 430 129 776 146 250 180 149 630 561 471 118
is_linear=0
shrinkage=0.0032998


Tree=7038
num_leaves=22
num_cat=0
split_feature=2 483 42 474 12 52 2 1210 1210 40 42 133 2 12 1186 483 52 12 2 42 2
split_gain=0.163143 0.136787 0.157547 0.128842 0.185898 0.189308 0.17172 0.113268 0.23483 0.112268 0.11064 0.105148 0.099045 0.09225 0.0859943 0.084635 0.0744632 0.0854426 0.0764415 0.0708449 0.0853238
threshold=0.12551500000000002 -0.070084999999999981 -0.0022699999999999999 -0.029314999999999997 0.084565000000000015 0.11794500000000001 -0.047824999999999993 -0.084114999999999981 -0.00092999999999999995 -1.0000000180025095e-35 0.089110000000000009 -0.0082649999999999998 0.084685000000000024 -0.064689999999999984 0.08426500000000002 -0.14140999999999995 -0.037619999999999994 0.085760000000000017 0.085865000000000011 0.091785000000000019 0.14253500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 9 -4 5 6 -5 -6 -9 -3 15 -8 -10 -2 16 -1 -11 -18 -19 20 -15
right_child=13 2 3 4 7 -7 11 8 12 14 -12 -13 -14 19 -16 -17 17 18 -20 -21 -22
leaf_value=0.0074101865410592252 0.0042025001612692242 0.012317908663037698 0.0090639365504918759 -0.0065347942993620768 -0.0030990916575195961 -0.0088898622935967894 0.0092366397506113227 0.014966323030005108 0.0060796803867585267 0.00026035601044666854 0.0025105165238565332 0.0014957832750997389 0.0024174029152069726 -0.0001520041314417974 0.010916901585223921 0.016923243899219356 0.011875540784571046 0.002142054534299906 0.0065093589206842543 0.0020195417027072744 -0.0092360999106049103
leaf_weight=56 93 70 93 70 59 57 56 57 339 96 52 453 553 58 68 52 52 199 269 68 60
leaf_count=56 93 70 93 70 59 57 56 57 339 96 52 453 553 58 68 52 52 199 269 68 60
internal_value=0 0.00415368 0.00384604 0.00296217 0.00261591 0.000359886 0.00127359 0.00403757 0.00448315 0.00587983 0.008932 0.00235096 0.00381125 -0.000118367 0.00521834 0.0120072 0.00458636 0.00538155 0.00465616 -0.00228846 -0.00478626
internal_weight=0 2651 2491 1737 1644 636 579 1008 949 754 160 509 892 279 684 108 616 520 468 186 118
internal_count=2930 2651 2491 1737 1644 636 579 1008 949 754 160 509 892 279 684 108 616 520 468 186 118
is_linear=0
shrinkage=0.16829


Tree=7039
num_leaves=28
num_cat=0
split_feature=1 3 2 2 14 3 49 2 1 2 2 16 3 1 481 2 2 2 2 42 42 1456 2 2 1 13 1
split_gain=13.3445 2.06776 1.27067 0.910611 0.876141 0.818632 0.7837 0.745229 0.621121 0.675789 0.56525 0.41763 0.324619 0.318688 0.287066 0.302643 0.22027 0.220197 0.219363 0.206828 0.185973 0.15897 0.143958 0.0929582 0.0871721 0.0870273 0.0707553
threshold=0.10921500000000002 0.3148450000000001 0.098655000000000007 0.12068000000000001 0.073890000000000011 -0.078884999999999997 -0.034759999999999992 -0.0050599999999999994 0.083670000000000008 0.087665000000000007 -1.0000000180025095e-35 0.5455350000000001 -0.043609999999999989 0.096035000000000023 -0.084709999999999994 0.083855000000000013 0.12469000000000001 1.0000000180025095e-35 0.091185000000000002 0.088125000000000023 0.091485000000000025 -0.075249999999999984 0.092935000000000004 0.14073000000000005 0.08759500000000002 0.022635000000000006 0.094485000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 8 -2 -4 -7 14 10 -10 13 -5 16 -1 -16 20 -9 21 24 25 -17 -20 -14 -12 -8 -21
right_child=1 -3 6 12 -6 7 11 17 9 -11 19 -13 23 -15 15 18 -18 -19 22 26 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0012915716358111611 0.00095698252405648223 -7.6820994663461774e-06 0.00062503420936905888 0.0001553688408646685 0.0014147318367713844 0.00026763421861600479 0.0010999744493548071 0.00081662698353767034 0.00077729426091113058 0.00066244867871535188 0.0010272147020004251 0.0011860991876895064 0.00055693363236288592 0.00068425307068327337 0.00090068148930249399 0.0013029820088483704 0.00076562038037414695 0.00054442502348793671 0.00093143132327486221 0.00094212548235731721 0.00085929316012447348 0.0011254027450018442 0.0010868050502898267 0.00036282648800939343 0.0011810736049004242 0.00093523753169362446 0.0010737558038843059
leaf_weight=88 77 86 95 57 82 66 130 75 90 67 60 73 57 58 84 63 58 59 104 131 81 651 196 54 158 53 77
leaf_count=88 77 86 95 57 82 66 130 75 90 67 60 73 57 58 84 63 58 59 104 131 81 651 196 54 158 53 77
internal_value=0 0.000460318 0.00103856 0.000550842 0.00107998 0.000667239 0.000898603 0.000555512 0.00106444 0.000975741 0.00101635 0.000955896 0.000358716 0.000911581 0.00110801 0.00109327 0.000952418 0.00069704 0.00110918 0.00106677 0.000993324 0.00114112 0.00103306 0.000462821 0.00113889 0.00105246 0.000991023
internal_weight=0 531 2399 445 1851 277 548 200 1769 583 516 453 168 380 1186 1098 322 134 1014 426 264 714 300 111 218 183 208
internal_count=2930 531 2399 445 1851 277 548 200 1769 583 516 453 168 380 1186 1098 322 134 1014 426 264 714 300 111 218 183 208
is_linear=0
shrinkage=0.0032998


Tree=7040
num_leaves=21
num_cat=0
split_feature=1 1 12 124 2 1375 4 14 4 10 4 0 15 159 48 42 15 42 1 1
split_gain=19.1133 3.50348 2.92981 2.6438 1.12418 0.754118 0.746149 0.655336 0.552081 0.486687 0.6836 0.384334 0.338897 0.335046 0.295633 0.145248 0.13802 0.101981 0.0870909 0.0460803
threshold=0.10540500000000001 0.13257000000000002 0.088365000000000013 -0.082389999999999977 0.13154000000000002 -0.082654999999999992 0.11321500000000001 0.064610000000000015 0.053925000000000008 -0.020369999999999996 0.26846000000000009 -0.13409999999999997 -0.077474999999999988 0.085345000000000018 0.093225000000000016 0.084835000000000008 -0.098139999999999991 0.09087000000000002 0.14310500000000001 0.11907500000000001
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 -1 5 -5 17 8 11 -3 -11 -7 16 15 -13 -10 19 -4 -12 -2
right_child=1 9 6 4 -6 7 -8 -9 13 10 18 14 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00088214210394167063 0.00079836990112807011 0.0001768302161890564 0.0015925202699304101 0.0011687546341938907 0.00099717549544961568 0.0012581795770809211 0.0010006775502228221 0.0017741238147930786 0.0011697793569980432 0.00083262481354767564 0.00028748666114247686 0.0015221941246526889 0.00092293020857185475 0.0015634186184442318 0.0013409035545421228 0.0013643017257512168 0.0005245152767722396 0.0013793827489460057 0.00048026249807130752 0.00065759208371389349
leaf_weight=87 59 52 53 82 54 70 52 88 97 58 52 1603 86 52 108 81 53 54 53 53
leaf_count=87 59 52 53 82 54 70 52 88 97 58 52 1603 86 52 108 81 53 54 53 53
internal_value=0 0.000797273 0.000976255 0.00144751 0.0014695 0.00148118 0.00132702 0.00149337 0.00148106 0.000455797 0.000544576 0.00150086 0.000753917 0.00132759 0.00151077 0.0012585 0.000665612 0.00148528 0.000385128 0.000732066
internal_weight=0 625 410 2322 2235 2181 159 2099 2011 215 163 1781 251 230 1711 178 165 107 105 112
internal_count=2947 625 410 2322 2235 2181 159 2099 2011 215 163 1781 251 230 1711 178 165 107 105 112
is_linear=0
shrinkage=0.0032998


Tree=7041
num_leaves=20
num_cat=0
split_feature=44 1 9 475 4 15 15 1 1 12 160 1 51 43 43 42 130 484 12
split_gain=0.312961 0.274787 0.288431 0.20111 0.131386 0.166787 0.126801 0.126248 0.188137 0.23065 0.121961 0.107544 0.102638 0.0862003 0.223248 0.154272 0.0959797 0.101102 0.0621866
threshold=1.0000000180025095e-35 0.089370000000000019 0.083710000000000021 -0.085774999999999976 0.55074000000000012 -0.17840999999999999 -0.41956999999999994 0.13601500000000002 0.099355000000000013 0.086885000000000004 -0.54784999999999984 0.087960000000000024 0.086575000000000027 0.037915000000000011 0.12522000000000003 0.090775000000000008 -0.082254999999999981 -0.0081849999999999978 0.090885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 -3 8 9 -7 -5 13 -10 16 15 -15 -12 -18 -16
right_child=-2 2 -4 10 -6 7 -8 -9 12 -11 11 -13 -14 14 18 -17 17 -19 -20
leaf_value=-0.00083720162751107455 0.018302949053144241 0.0023589560414916336 -0.0069747159828213983 0.014963207943140558 0.010937455498012847 -0.0061180082955584461 -0.0079985110459330263 -0.0035729170171592572 0.0058390800783133861 0.004382535806251738 0.012567219310817146 0.012867596212260166 0.012408267292706608 0.020881722280718832 0.00094393406765709369 0.0085331998570710322 0.0084837369185453825 0.0047206812674638688 0.0076337652174922133
leaf_weight=100 53 77 75 52 69 79 59 54 324 236 57 76 86 58 64 58 255 1010 105
leaf_count=100 53 77 75 52 69 79 59 54 324 236 57 76 86 58 64 58 255 1010 105
internal_value=0 0.00523862 0.00307677 0.00648527 0.00384472 0.00330789 -0.00212115 0.00425801 0.00484376 0.00174336 0.00690835 0.00665841 0.00722139 0.00636364 0.00902952 0.0147229 0.00578757 0.00548066 0.00511097
internal_weight=0 2894 1059 1835 984 915 136 779 725 315 1735 1683 410 1607 285 116 1322 1265 169
internal_count=2947 2894 1059 1835 984 915 136 779 725 315 1735 1683 410 1607 285 116 1322 1265 169
is_linear=0
shrinkage=0.16829


Tree=7042
num_leaves=13
num_cat=0
split_feature=44 11 15 160 11 0 16 3 0 13 3 1
split_gain=0.216358 0.203452 0.186912 0.149816 0.159855 0.169499 0.23412 0.390466 0.177643 0.189419 0.141059 0.100186
threshold=1.0000000180025095e-35 0.089795000000000014 0.15867500000000004 -0.54913999999999985 1.0000000180025095e-35 -0.13165999999999997 -0.28430999999999995 0.057935000000000007 -0.108275 -0.15569499999999997 0.11878500000000002 0.084370000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 10 -8 -7 -10 -5 -6
right_child=-2 -3 -4 4 11 8 7 -9 9 -11 -12 -13
leaf_value=0.013086935640173086 0.015222749918048293 -0.0033747989416905043 -0.0044327842013336905 0.011711649797838116 0.016264671472251569 0.012306202503489915 -0.015364787135971952 0.0020982901944081632 -0.0046927093195185806 0.0048037992422913416 -7.9207168848470324e-05 0.0062523499678272124
leaf_weight=61 53 93 63 62 52 87 54 110 61 2134 53 64
leaf_count=61 53 93 63 62 52 87 54 110 61 2134 53 64
internal_value=0 0.00435785 0.00461524 0.00482408 0.00463513 0.00435718 0.000434556 -0.00364079 0.00483597 0.00453907 0.00626198 0.0107561
internal_weight=0 2894 2801 2738 2677 2561 279 164 2282 2195 115 116
internal_count=2947 2894 2801 2738 2677 2561 279 164 2282 2195 115 116
is_linear=0
shrinkage=0.16829


Tree=7043
num_leaves=18
num_cat=0
split_feature=9 475 2 1456 2 1212 14 1212 151 402 1213 47 4 4 484 0 401
split_gain=0.164868 0.172068 0.194804 0.141984 0.111677 0.166997 0.135735 0.124363 0.121384 0.117858 0.222386 0.110172 0.173797 0.189651 0.138258 0.0909476 0.0727313
threshold=0.085555000000000006 -0.087769999999999987 0.091105000000000005 -0.15824499999999997 0.084045000000000022 0.040035000000000008 -1.0000000180025095e-35 0.10355000000000002 -0.22288499999999997 0.10089500000000001 0.067305000000000018 0.11224000000000002 -0.011209999999999999 0.2642250000000001 -0.020824999999999996 -0.075804999999999997 0.10872500000000002
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 11 15 -7 -8 10 -10 12 14 -14 -5 -6 -11
right_child=-2 3 -4 4 6 7 8 -9 9 16 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.0091116583231601236 -0.0032135234009152839 0.011669710327764747 0.0047352029303718316 0.011354430184732147 0.014241953488863807 0.017339773436048197 -0.0040903904907077611 0.0061564883498213896 0.0030280389382742242 -0.0064971582455995063 0.009737851431824162 -0.0017334717948504143 0.012698318247939882 0.00089707936633106505 0.0020682894674398013 0.004638537738801695 0.0020774688678660428
leaf_weight=59 92 72 56 53 52 57 65 57 1467 53 155 66 145 53 324 62 59
leaf_count=59 92 72 56 53 52 57 65 57 1467 53 155 66 145 53 324 62 59
internal_value=0 0.00401393 -0.00235322 0.00428182 0.00408178 0.00581825 0.00339551 0.0117639 0.00303716 0.00330537 0.00367034 0.00475803 0.00550626 0.00954847 0.00337853 0.0090348 -0.00196413
internal_weight=0 2855 115 2740 2668 755 1913 114 1799 1734 1622 641 575 198 377 114 112
internal_count=2947 2855 115 2740 2668 755 1913 114 1799 1734 1622 641 575 198 377 114 112
is_linear=0
shrinkage=0.16829


Tree=7044
num_leaves=23
num_cat=0
split_feature=124 10 14 2 1 1213 403 42 12 1 12 13 51 16 123 2 12 47 12 16 13 16
split_gain=0.11721 0.120872 0.181566 0.161064 0.158269 0.147888 0.230326 0.145972 0.206669 0.134458 0.196521 0.11673 0.130939 0.116155 0.0879514 0.0846326 0.0928495 0.0935087 0.0685477 0.0514168 0.0440996 0.031941
threshold=-0.086114999999999983 0.057650000000000007 -0.10523499999999998 0.084095000000000017 0.089370000000000019 -1.0000000180025095e-35 -0.088579999999999978 0.094010000000000024 0.10134500000000002 0.081720000000000015 0.083815000000000014 -0.0072149999999999992 0.087530000000000011 0.20277000000000003 0.087260000000000018 -0.080859999999999974 0.085380000000000011 0.09252500000000001 -0.093719999999999984 -0.28430999999999995 -0.08971999999999998 -0.089369999999999991
decision_type=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 9 5 6 -5 13 -9 10 -4 14 19 -7 21 -11 -17 -18 -1 -13 -8 -6
right_child=1 -3 3 4 11 7 20 8 -10 15 -12 12 -14 -15 -16 16 17 -19 -20 -21 -22 -23
leaf_value=0.0016894445364396633 0.01062347105759754 -0.003682709441424954 0.016390539287796407 -0.010214622777952116 -0.009906650835559621 0.0039751526829437155 0.0064072852679288141 0.011699320228092964 0.00022619276710944409 0.010387406868115604 0.0043744304949566298 0.002867348954447054 0.0089273059620838518 -0.0010940869775151682 0.0015170930310051916 -0.0018897228509406764 0.0057861306759661828 0.00024789084341957671 -0.0064659986487207253 -0.0026179151379652232 0.00081966022610005821 -0.0039275212403719027
leaf_weight=63 99 67 70 53 52 853 52 143 65 57 87 84 56 150 52 76 355 115 54 114 178 52
leaf_count=63 99 67 70 53 52 853 52 143 65 57 87 84 56 150 52 76 355 115 54 114 178 52
internal_value=0 0.00336702 0.00353862 0.00327466 0.00244619 0.00325013 -0.000207433 0.00405962 0.00812261 0.00534783 0.00974337 -0.000478896 0.00174151 0.00321525 -0.00410569 0.0042004 0.00355122 0.00443485 -0.00205925 -0.00028176 0.00209076 -0.00693436
internal_weight=0 2830 2763 2664 1904 1494 283 1211 208 760 157 410 254 1003 156 603 546 470 117 198 230 104
internal_count=2947 2830 2763 2664 1904 1494 283 1211 208 760 157 410 254 1003 156 603 546 470 117 198 230 104
is_linear=0
shrinkage=0.16829


Tree=7045
num_leaves=19
num_cat=0
split_feature=4 49 160 4 4 52 457 130 403 1209 49 123 13 12 0 52 4 52
split_gain=0.160228 0.171394 0.169548 0.157954 0.250651 0.146281 0.114556 0.117341 0.115495 0.10331 0.0971105 0.0782305 0.100426 0.0937257 0.0625521 0.0501655 0.0319472 0.0290874
threshold=0.23355000000000001 -0.04695499999999999 -0.53239499999999984 -0.17006499999999999 -0.10023999999999998 0.023800000000000005 -0.095479999999999982 0.10378500000000002 -0.081424999999999984 0.083050000000000013 -0.076494999999999994 0.086870000000000017 -0.10939499999999998 0.090045000000000014 0.12390500000000002 0.089015000000000025 0.42405000000000009 -0.13047499999999998
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 14 -6 8 9 -8 -10 12 -3 16 17 -9 -14 -4
right_child=1 11 3 4 6 -7 7 15 10 -11 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.0035754722897902518 -0.0075827762379308133 -0.0053561886815451732 0.0048034018385529342 -0.0053743201614996228 -0.0041143094440613676 0.01431717730288601 0.00022211630542823168 -0.0054913065062777624 0.0085499789874842799 0.0064309659132901539 0.00418047843076609 0.0057246326557827002 -0.0034473336761095962 0.0071002461447009094 0.00071089887119986004 0.0016917276631377661 0.0019474114515582897 0.010350318799621
leaf_weight=99 75 75 59 95 55 67 352 52 162 97 1375 85 63 65 62 58 61 52
leaf_count=99 75 75 59 95 55 67 352 52 162 97 1375 85 63 65 62 58 61 52
internal_value=0 -0.000280439 0.00324531 0.00351766 0.00307781 0.00762639 0.00345194 0.00365134 0.00394795 0.00156745 0.00464219 0.00128368 -0.000139362 0.0019213 0.00502478 -0.00168756 -0.000778979 0.00741814
internal_weight=0 424 2585 2486 2246 240 2151 2096 1986 449 1537 349 264 189 173 110 124 111
internal_count=3009 424 2585 2486 2246 240 2151 2096 1986 449 1537 349 264 189 173 110 124 111
is_linear=0
shrinkage=0.16829


Tree=7046
num_leaves=15
num_cat=0
split_feature=447 31 3 51 39 3 474 41 15 1 42 3 50 51
split_gain=0.131111 0.121159 0.115696 0.13207 0.159749 0.138377 0.199852 0.163676 0.137008 0.119146 0.068526 0.0422761 0.0420525 0.013048
threshold=0.090480000000000019 -0.080489999999999992 -0.23098999999999997 -0.22508999999999998 0.098100000000000007 -0.085324999999999984 0.085295000000000024 0.081500000000000017 -0.26547499999999996 0.11215000000000001 -0.079964999999999981 -0.0070649999999999992 -0.25070499999999996 -0.045524999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 10 5 6 7 -5 -7 -10 -4 -6 -12 -3
right_child=-2 2 3 4 11 8 -8 -9 9 -11 12 -13 -14 -15
leaf_value=0.01022241298877739 -0.0048006903241804202 0.0058532465368985745 0.01168304284766733 0.001719665955172089 -0.001237115668542109 -0.0030548452098384934 -0.0093767166725723036 -0.007597388148332291 0.0028253073532784859 0.0077551229209391701 0.00091626340043942181 -0.0080376988885380776 0.007326466416823085 0.0097639155277896555
leaf_weight=56 72 52 53 667 53 102 57 58 1463 154 55 52 63 52
leaf_count=56 72 52 53 667 53 102 57 58 1463 154 55 52 63 52
internal_value=0 0.00246019 0.00230869 0.00210142 0.00180318 0.00207366 0.000215221 0.000971824 0.00291805 0.00329592 0.006636 -0.00462213 0.00435389 0.00782586
internal_weight=0 2937 2881 2777 2606 2501 782 725 1719 1617 171 105 118 104
internal_count=3009 2937 2881 2777 2606 2501 782 725 1719 1617 171 105 118 104
is_linear=0
shrinkage=0.16829


Tree=7047
num_leaves=15
num_cat=0
split_feature=1447 0 49 0 151 1 2 160 2 0 3 1427 12 160
split_gain=0.144193 0.28804 0.136528 0.129829 0.125808 0.119256 0.119285 0.252277 0.112884 0.104248 0.163572 0.127346 0.0910061 0.0829676
threshold=-0.085804999999999979 -0.087604999999999975 -0.21083999999999997 -0.12851999999999997 0.015440000000000001 0.085410000000000014 0.10892 0.052555000000000011 0.11693000000000002 -0.10998999999999999 0.25089000000000006 0.083935000000000023 0.11928500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 9 13 7 -7 -8 -5 11 12 -11 -4
right_child=2 -3 3 4 -6 6 8 -9 -10 10 -12 -13 -14 -15
leaf_value=0.0041147977765460635 -0.0056719439794651674 -0.012880052653371875 -0.0011086412140167835 0.0087804119355489475 0.0094789638357415888 -0.012597859696321018 0.0067452147402686184 0.0015808316875888168 -0.002680150568500603 0.0021043964190609428 -0.0065405145799739429 0.0094532415615581986 0.0074417717281398425 0.0076383055484950339
leaf_weight=59 62 54 53 74 77 74 59 68 92 2039 57 74 95 72
leaf_count=59 62 54 53 74 77 74 59 68 92 2039 57 74 95 72
internal_value=0 -0.00399074 0.0021319 0.00230326 0.00277715 -0.00043147 -0.002292 -0.00579541 0.00099071 0.00255575 0.00235159 0.00258196 0.00234284 0.00391523
internal_weight=0 113 2896 2834 2416 418 293 142 151 2339 2265 2208 2134 125
internal_count=3009 113 2896 2834 2416 418 293 142 151 2339 2265 2208 2134 125
is_linear=0
shrinkage=0.16829


Tree=7048
num_leaves=13
num_cat=0
split_feature=402 402 402 4 12 457 10 4 13 52 52 12
split_gain=0.125983 0.228381 0.160195 0.159956 0.157287 0.114889 0.12343 0.153407 0.108128 0.11188 0.0918634 0.0269787
threshold=0.10089500000000001 0.091950000000000018 0.08406000000000001 -0.17006499999999999 0.088535000000000016 -0.097544999999999979 -0.092019999999999977 -0.10429499999999998 0.095710000000000017 -0.014264999999999998 0.089575000000000016 0.093815000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -2 -5 -7 -8 9 -1 -9 -6
right_child=4 -3 -4 5 11 6 7 10 -10 -11 -12 -13
leaf_value=0.0045890539243493766 -0.0081652986741753506 0.012233367498043482 -0.0051026974889893228 -0.005786422097007209 0.0043291670701897786 -0.0052898126183085646 -0.0052184221505095097 0.0027849793997949588 3.4571463476039806e-05 0.013241043698711777 0.00029778981504868823 -0.00086945606771602301
leaf_weight=103 82 59 96 60 52 70 83 1639 63 73 568 61
leaf_count=103 82 59 96 60 52 70 83 1639 63 73 568 61
internal_value=0 0.00186861 0.00164599 0.00189032 -0.00255115 0.00147915 0.00166462 0.00187799 0.00604619 0.00818787 0.00214568 0.00150693
internal_weight=0 2814 2755 2659 195 2420 2360 2290 239 176 2207 113
internal_count=3009 2814 2755 2659 195 2420 2360 2290 239 176 2207 113
is_linear=0
shrinkage=0.16829


Tree=7049
num_leaves=25
num_cat=0
split_feature=3 3 40 3 457 13 13 10 156 474 376 3 1419 3 14 13 43 3 13 133 13 3 13 13
split_gain=8.76069 2.64181 1.56199 0.598834 0.541165 0.50487 0.454932 0.441705 0.362592 0.490449 0.350973 0.348074 0.27572 0.296819 0.488924 0.273952 0.232997 0.200097 0.124299 0.123497 0.113268 0.100498 0.0333218 0.0280728
threshold=-0.053364999999999996 0.28833000000000003 -0.037459999999999993 -0.24211499999999997 0.092890000000000014 -0.15325499999999995 -0.086874999999999994 -1.0000000180025095e-35 0.07881500000000001 0.084330000000000002 0.084770000000000026 -0.072649999999999978 1.0000000180025095e-35 -0.096599999999999991 0.018455000000000003 0.091815000000000022 -0.069944999999999993 0.11878500000000002 0.011265000000000002 0.08955500000000001 -0.49410499999999996 0.094635000000000011 -0.016319999999999998 -0.014939999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 -1 8 -5 -2 -8 17 -10 -9 12 13 14 15 -7 -13 21 19 -15 -3 23 -18 -4
right_child=1 20 4 5 -6 11 7 10 9 -11 -12 16 -14 18 -16 -17 22 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00083413821962435722 0.00092033859689396084 0.00044436812588150102 0.001018351094995029 0.00086164958579124573 0.00066071456002419549 0.0009515461293896039 0.00034693711219000941 0.00079976140836432474 0.0014113066029531902 0.00095673741885678545 0.00045979488893267142 0.0008654404612144723 0.0013859639521561261 0.0012416932576010957 0.0014017274325572628 0.0011562301491393184 0.0011578816690274317 0.00077921125829500174 0.0010873067513527811 0.001167365191034025 0.00024401073502841592 0.0011232971243078666 0.0010477506619620666 0.00091898176747803406
leaf_weight=57 54 56 60 54 54 149 63 94 52 53 52 52 87 988 52 143 112 59 84 351 71 56 54 102
leaf_count=57 54 56 60 54 54 149 63 94 52 53 52 52 87 988 52 143 112 59 84 351 71 56 54 102
internal_value=0 0.0007709 0.000850477 0.00117004 0.00097179 0.00117903 0.000649232 0.000579016 0.00101567 0.00118219 0.000678919 0.00118728 0.00120209 0.00119302 0.00110489 0.00105191 0.00106117 0.000952422 0.0012143 0.00122224 0.000332635 0.000999139 0.00112227 0.000956003
internal_weight=0 826 699 2183 436 2126 263 209 382 105 146 2072 1854 1767 344 292 218 277 1423 1339 127 218 166 162
internal_count=3009 826 699 2183 436 2126 263 209 382 105 146 2072 1854 1767 344 292 218 277 1423 1339 127 218 166 162
is_linear=0
shrinkage=0.0032998


Tree=7050
num_leaves=30
num_cat=0
split_feature=1 1 12 12 1 12 3 3 4 3 4 11 3 13 1 15 15 1 3 12 1 13 4 159 52 400 12 3 52
split_gain=23.7189 3.71225 3.01144 2.94404 2.35129 1.35226 1.02986 1.02771 0.989953 0.540545 0.532371 0.513606 0.4475 0.517425 0.389204 0.350342 0.342717 0.330689 0.971687 0.426643 0.315846 0.306313 0.260615 0.191212 0.160581 0.139196 0.134399 0.198813 0.0791834
threshold=0.10921500000000002 0.13662500000000002 0.085075000000000026 0.056995000000000011 0.094165000000000013 0.098455000000000015 -0.15105999999999997 -1.0000000180025095e-35 0.061835000000000008 0.30863500000000005 0.058025000000000007 0.084475000000000008 0.093925000000000022 0.001665 0.076160000000000019 -0.076194999999999999 -0.077474999999999988 0.080320000000000016 -0.088084999999999983 0.086675000000000016 0.12040000000000002 -1.0000000180025095e-35 -0.0051399999999999996 0.085345000000000018 0.08673500000000002 -0.067134999999999986 0.094730000000000023 -0.081184999999999993 0.029970000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 12 6 11 -6 -4 -3 14 -5 13 21 15 -7 20 19 -19 22 -2 -1 24 25 -8 -21 27 -20 -17
right_child=1 9 8 5 7 10 17 -9 -10 -11 -12 -13 -14 -15 -16 28 -18 18 26 23 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0015289755744223392 0.00082204660486664006 0.00056864064343271534 0.0016685555285013759 0.0021855820948871929 0.00079091887884146146 0.0016493773238461487 0.0017470227971715937 0.0013014087139207929 0.0010772340732211787 0.00020087231520120056 0.0011711950118056895 0.0017447675652693126 0.0012606989825020239 0.0012998258683508284 0.0017192890482907875 0.0012398652620034538 0.00096650194922413455 0.0011500525723713709 0.0016972654249384727 0.0017300248318954327 0.00052672488810460256 0.0018221872048249516 0.00191019154873828 0.0017787142798430869 0.001581589943658999 0.0015753038548490192 0.0017835882640882166 0.0015082587366647743 0.0014043494901121831
leaf_weight=77 87 103 70 58 94 58 283 80 56 76 68 60 59 52 68 56 69 56 115 78 74 84 89 73 90 531 52 143 96
leaf_count=77 87 103 70 58 94 58 283 80 56 76 68 60 59 52 68 56 69 56 115 78 74 84 89 73 90 531 52 143 96
internal_value=0 0.000800665 0.000995644 0.00156858 0.00132601 0.00162337 0.00166332 0.00102583 0.00140603 0.00041269 0.00143528 0.00196174 0.00151791 0.001589 0.00149975 0.0014285 0.000770673 0.00163998 0.00155225 0.00166801 0.000686528 0.00168217 0.00174638 0.00161488 0.0017072 0.00159518 0.00162479 0.00159264 0.00134398
internal_weight=0 535 356 2420 446 1974 1628 174 126 179 346 118 272 213 278 210 230 1510 366 1144 161 161 462 682 373 609 310 258 152
internal_count=2955 535 356 2420 446 1974 1628 174 126 179 346 118 272 213 278 210 230 1510 366 1144 161 161 462 682 373 609 310 258 152
is_linear=0
shrinkage=0.0032998


Tree=7051
num_leaves=14
num_cat=0
split_feature=40 10 4 43 34 133 43 403 12 1451 158 12 160
split_gain=0.216256 0.185244 0.165565 0.148386 0.163085 0.150323 0.111937 0.109342 0.105813 0.0967048 0.129432 0.101674 0.0956782
threshold=0.09888000000000001 -0.089679999999999982 -0.51843499999999987 0.062770000000000006 -0.066379999999999981 0.056015000000000002 0.097510000000000027 0.054065000000000009 0.098085000000000019 0.080560000000000007 0.019155000000000002 0.084485000000000018 0.04198000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -5 8 -8 10 12 -12 -6
right_child=-2 2 3 5 9 -7 7 -9 -10 -11 11 -13 -14
leaf_value=-0.004651602118636986 -0.0073689362273391991 0.012831041035254004 -0.0033699212272000822 -0.008327567107964182 0.0041744642871021156 0.0082538447049806465 0.0055015792716075068 -0.0063108775348864358 -0.0034419632895489357 -0.0030485309226055135 0.0034614572194770349 0.010487561752938386 0.00055651404102139649
leaf_weight=81 55 53 87 56 1814 52 105 56 58 53 95 155 235
leaf_count=81 55 53 87 56 1814 52 105 56 58 53 95 155 235
internal_value=0 0.00327368 0.00350203 0.00332263 0.00377397 -3.82907e-05 -0.00161279 9.60256e-05 0.00230819 0.00403898 0.00420316 0.00782483 0.0037604
internal_weight=0 2900 2819 2766 2439 327 275 219 163 2352 2299 250 2049
internal_count=2955 2900 2819 2766 2439 327 275 219 163 2352 2299 250 2049
is_linear=0
shrinkage=0.16829


Tree=7052
num_leaves=29
num_cat=0
split_feature=4 12 3 12 43 14 3 15 15 16 16 123 3 15 16 12 16 16 16 15 43 15 133 133 15 3 16 16
split_gain=11.3197 5.16508 2.06266 1.45588 1.21321 0.887073 0.723512 0.65293 0.596332 0.445197 0.441312 0.412774 0.369695 0.422446 0.341329 0.262322 0.251186 0.173028 0.303637 0.141036 0.110853 0.131923 0.152499 0.129383 0.144484 0.112287 0.104241 0.0313625
threshold=0.27998000000000006 0.056995000000000011 0.30863500000000005 0.13642500000000005 -0.065749999999999989 -0.45687499999999998 0.13772500000000001 0.021950000000000001 -0.015104999999999999 -0.082119999999999985 -0.077509999999999982 0.089295000000000013 -0.13392999999999997 0.039965000000000007 0.0063750000000000013 0.096990000000000007 -0.53117499999999984 -0.093484999999999985 -0.076909999999999992 -0.069034999999999985 -0.0046399999999999992 0.084630000000000025 -0.08860999999999998 -0.012289999999999997 0.087670000000000012 -0.085074999999999998 -0.08909499999999998 0.3935300000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 10 -2 11 8 9 -6 -1 16 13 27 -12 20 -7 -17 -19 -20 23 22 -22 25 -25 -14 -23 -3
right_child=5 3 -4 -5 7 6 -8 -9 -10 -11 14 -13 15 -15 -16 17 -18 18 19 -21 21 26 -24 24 -26 -27 -28 -29
leaf_value=0.00096438234644797454 0.00081447191270009539 0.0011729975490370873 0.00022406588596388073 0.00067028797674680311 0.00088503941005414679 0.00071908225426615372 8.6763920180508839e-05 0.0013638643518390046 0.00073802566485530895 0.0012234389606181264 0.0004795317477496029 0.00023784577626766965 0.0014028733457218153 0.0015768018524470995 0.00081470192448297447 0.00097040289917256267 0.00043419303502708267 0.0013680025204562698 0.0012526550155160519 0.0010610518309640069 0.0012063467783044485 0.0013231078325771008 0.00096317578692180336 0.0012477550341112224 0.0011505502916885498 0.0012341460596062327 0.0011682289006358882 0.0012932767167297165
leaf_weight=52 65 52 53 55 76 71 67 55 85 99 88 53 95 64 54 69 66 61 57 192 55 73 63 670 238 90 168 69
leaf_count=52 65 52 53 55 76 71 67 55 85 99 88 53 95 64 54 69 66 61 57 192 55 73 63 670 238 90 168 69
internal_value=0 0.00112524 0.000844468 0.00120141 0.000908998 0.000469603 0.000382242 0.00103566 0.0009661 0.00107668 0.00070315 0.000486252 0.00121588 0.00135793 0.000607239 0.00120151 0.000582094 0.00112305 0.00115691 0.00110505 0.00122197 0.00116987 0.00107682 0.00123905 0.00122232 0.00132098 0.00121529 0.00124188
internal_weight=0 2633 562 2071 509 322 257 315 260 175 194 190 2016 185 142 1831 137 379 310 249 1452 359 118 1093 908 185 241 121
internal_count=2955 2633 562 2071 509 322 257 315 260 175 194 190 2016 185 142 1831 137 379 310 249 1452 359 118 1093 908 185 241 121
is_linear=0
shrinkage=0.0032998


Tree=7053
num_leaves=17
num_cat=0
split_feature=4 12 1456 1456 1456 11 11 4 401 48 12 150 376 4 150 43
split_gain=0.229415 0.156557 0.130451 0.20478 0.10271 0.116779 0.120818 0.11259 0.0986554 0.0926582 0.146386 0.0892454 0.0883527 0.103979 0.0554963 0.110072
threshold=0.24814500000000003 0.10444500000000002 -0.085589999999999986 -0.16480999999999998 -0.065829999999999986 1.0000000180025095e-35 0.084110000000000004 -0.49010499999999996 -1.0000000180025095e-35 0.014805 -0.084509999999999988 0.11890000000000002 0.084770000000000026 -0.0062699999999999987 0.090480000000000019 -0.0048749999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 -1 -4 8 -7 -8 -6 10 -2 12 13 -10 15 -12
right_child=1 -3 4 -5 5 6 7 -9 11 -11 14 -13 -14 -15 -16 -17
leaf_value=0.0035783844978387038 -0.0031025553807979126 -0.0089496150918421027 -0.0020060624517377807 0.01698993360522659 0.0092716435165517523 0.014503090381209324 -0.00043727929830428297 0.010300970900472538 0.0029187017571418541 -0.005404379639819705 0.0023043823886614665 -0.0034587449356640334 -0.0031149279534564978 0.0056141007671606461 0.0001756911054029661 0.011702930808028715
leaf_weight=79 101 52 86 55 83 57 55 55 1395 55 80 53 55 575 55 64
leaf_count=79 101 52 86 55 83 57 55 55 1395 55 80 53 55 575 55 64
internal_value=0 -0.000322313 0.00397645 0.00909653 0.00369149 0.00390274 0.00819868 0.00491551 0.00356993 0.000936344 0.0021048 0.00334132 0.00352019 0.00370634 0.00475676 0.00649399
internal_weight=0 407 2548 134 2414 2328 167 110 2161 355 300 2078 2025 1970 199 144
internal_count=2955 407 2548 134 2414 2328 167 110 2161 355 300 2078 2025 1970 199 144
is_linear=0
shrinkage=0.16829


Tree=7054
num_leaves=29
num_cat=0
split_feature=4 12 12 2 2 4 12 4 2 2 12 4 39 2 0 159 11 0 2 4 4 2 12 43 4 2 12 0
split_gain=15.4157 5.16614 1.90495 1.7524 2.13101 1.69534 0.820026 0.795173 0.788728 0.742461 0.383987 0.361445 0.287727 0.26858 0.45893 0.217533 0.21603 0.189177 0.188052 0.156819 0.156893 0.334835 0.12429 0.0966496 0.0942177 0.0810691 0.06902 0.0668666
threshold=0.27998000000000006 0.056995000000000011 0.13642500000000005 0.10859000000000001 0.072175000000000017 -0.0048949999999999992 0.086675000000000016 -0.081139999999999976 0.089125000000000024 0.15205000000000002 0.096990000000000007 0.058025000000000007 0.095830000000000012 0.14073000000000005 -0.12851999999999997 0.10107000000000001 1.0000000180025095e-35 -0.070134999999999989 0.10773000000000001 -0.14088999999999999 -0.0051399999999999996 0.088135000000000005 -0.014854999999999998 -0.033049999999999989 -0.082619999999999985 0.10892 0.10134500000000002 -0.18240499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 5 -1 19 -6 -9 12 15 23 18 14 -5 16 17 -8 -2 -3 21 24 -10 26 -21 -25 -12 -20
right_child=9 2 -4 13 7 -7 10 8 22 -11 11 -13 -14 -15 -16 -17 -18 -19 27 20 -22 -23 -24 25 -26 -27 -28 -29
leaf_value=0.00013487646023021096 0.00029596581142709259 0.0014256516374360128 0.00051803186239303813 0.00036975802654866483 0.0012903254421900243 0.00092019786887097797 0.0011524963188891757 0.0012461173455549331 0.00086065018881687026 -6.4682666447216588e-05 0.0012187469607653596 0.00082156196730272235 0.00013970043401028949 0.00029247269371274589 0.00079025513674787443 0.00094544018300516612 0.0013459535557863766 0.0010018528388744449 0.00058551031662674243 0.0013109752161567991 0.0013508319515750588 0.00095099898901077583 0.00064345452364497526 0.00094657664766684536 0.0011955823828846048 0.0010988748588520634 0.0010713153221341759 0.00042596715446861566
leaf_weight=61 91 52 55 58 97 59 794 55 70 55 58 85 54 54 56 64 58 107 53 131 100 52 52 104 231 68 112 69
leaf_count=61 91 52 55 58 97 59 794 55 70 55 58 85 54 54 56 64 58 107 53 131 100 52 52 104 231 68 112 69
internal_value=0 0.00104893 0.00112511 0.000768146 0.000888575 0.000521286 0.00114165 0.0010493 0.000917017 0.000283893 0.00109987 0.00101596 0.000355828 0.000485501 0.000576627 0.00113486 0.00114746 0.00113465 0.000410456 0.00124863 0.00123066 0.00120155 0.000768364 0.00106417 0.00123744 0.00100699 0.00112182 0.000495566
internal_weight=0 2633 2071 562 394 120 2016 274 177 322 1450 427 267 168 114 1023 959 901 213 566 514 414 122 342 362 172 170 122
internal_count=2955 2633 2071 562 394 120 2016 274 177 322 1450 427 267 168 114 1023 959 901 213 566 514 414 122 342 362 172 170 122
is_linear=0
shrinkage=0.0032998


Tree=7055
num_leaves=22
num_cat=0
split_feature=1443 4 51 16 0 9 124 42 42 159 151 14 16 4 16 0 0 42 484 16 42
split_gain=0.193283 0.158468 0.205693 0.143503 0.135107 0.105326 0.12215 0.115038 0.242141 0.14723 0.103689 0.0953122 0.0823276 0.077578 0.171642 0.0895586 0.0793979 0.0685517 0.0429312 0.037999 0.0135817
threshold=0.084655000000000022 0.043640000000000005 0.15358000000000002 -0.45743999999999996 -0.016414999999999996 0.037245000000000007 -0.086434999999999984 0.088485000000000022 0.08955500000000001 -0.085164999999999977 -0.063719999999999985 0.026890000000000004 -0.5103049999999999 0.074650000000000008 -0.053299999999999993 -0.11262999999999999 -0.066574999999999981 0.090535000000000018 -0.064579999999999985 -0.5020199999999998 0.089720000000000008
decision_type=2 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 13 6 -1 9 -9 18 -3 -11 -12 14 -5 -15 20 -10 -8 -14 -17
right_child=-2 3 -4 4 -6 -7 7 8 17 11 12 -13 19 15 -16 16 -18 -19 -20 -21 -22
leaf_value=0.011763202138408585 0.012616756245638966 -0.00088941607758401763 -0.0047352244120868843 0.0052807141298990088 -0.0086741099770391364 0.011489928457114659 0.012199625798464148 0.015734876641142793 -0.00061984190749323831 0.0029462357737456047 0.010629387029636813 -0.0040205850176665506 0.00019556438409853584 0.0074359782876256457 -0.0066284176291730819 -0.0046095554060748235 0.0045541638966168372 0.005436244592260284 0.0056925654232007454 0.0066349580066140052 -0.00073409280523577486
leaf_weight=59 66 75 72 52 52 58 57 64 59 1246 79 58 53 69 100 52 73 474 61 52 53
leaf_count=59 66 75 72 52 52 58 57 64 59 1246 79 58 53 69 100 52 73 474 61 52 53
internal_value=0 0.0033963 0.0040999 0.00120568 -0.000603915 0.00439856 0.00419976 0.00397785 0.00594178 0.00315207 0.00436369 0.00263498 0.00651466 0.000443337 -0.00254242 0.002288 0.000282343 0.0047625 0.00885103 0.00340171 -0.00267048
internal_weight=0 2918 2208 710 451 2136 2078 2019 597 1422 259 1304 184 399 152 247 178 533 118 105 105
internal_count=2984 2918 2208 710 451 2136 2078 2019 597 1422 259 1304 184 399 152 247 178 533 118 105 105
is_linear=0
shrinkage=0.16829


Tree=7056
num_leaves=29
num_cat=0
split_feature=1 3 3 1 1 41 1 42 3 3 40 3 130 481 160 474 51 1 13 13 16 150 16 158 480 13 16 13
split_gain=11.1798 1.77886 0.596889 0.463752 0.378359 0.368624 0.260914 0.295315 0.255245 0.23383 0.225587 0.211658 0.208898 0.132364 0.123715 0.144288 0.122786 0.119493 0.119194 0.117978 0.0958288 0.0888298 0.0841993 0.082407 0.170415 0.0553323 0.0530143 0.0468396
threshold=0.10684 -0.060719999999999989 -0.074084999999999998 0.12040000000000002 0.12381000000000002 0.076195000000000013 0.094165000000000013 0.090045000000000014 0.076825000000000018 0.30863500000000005 -1.0000000180025095e-35 0.093925000000000022 0.09796500000000001 -0.048929999999999994 -0.44494499999999998 0.088585000000000011 0.026870000000000002 0.096315000000000026 -0.016029999999999996 -0.060719999999999989 -0.041434999999999993 1.0000000180025095e-35 -0.012609999999999998 0.093805000000000013 0.087055000000000007 -0.079199999999999979 0.14976500000000001 -0.011954999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 21 26 13 7 11 18 -10 -8 12 22 23 -15 16 17 -16 -5 25 -12 -3 -4 24 -1 -9 -2 -18
right_child=1 3 6 8 -6 -7 10 19 9 -11 20 -13 -14 14 15 -17 27 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0013204419061561533 0.00081194102877337772 0.00061154482995312662 0.0010873512833861631 0.00029638276845884293 0.00054227056302334851 0.0012673597721369373 0.00065005174035010567 0.00085314905248001815 0.00058703865146549484 0.00030451935512966054 0.0010210858234977283 0.00088801462075523705 0.00093341198138480229 0.00088911488592711171 0.0010363529194937996 0.0011814678878568068 0.0010697220277515107 0.00088894028308339056 8.253525859091773e-05 0.00073741128991739141 0.0008276020039702873 0.00044190692978715991 0.0012397154001509889 0.0010236990421328242 0.0010706857962070788 0.0010076497591889769 0.00094489510704318493 0.0012077379217076828
leaf_weight=58 93 93 99 64 55 93 52 55 52 85 53 74 67 59 1117 86 61 67 52 52 67 56 76 52 67 57 59 63
leaf_count=58 93 93 99 64 55 93 52 55 52 85 53 74 67 59 1117 86 61 67 52 52 67 56 76 52 67 57 59 63
internal_value=0 0.000529814 0.00103109 0.000401659 0.000778525 0.00106344 0.000945566 0.000985487 0.000315321 0.00041201 0.000833954 0.00104501 0.00109287 0.00105178 0.00104112 0.00104753 0.00103869 0.00102804 0.000200824 0.00087058 0.000913351 0.000548025 0.00115372 0.00113912 0.00118685 0.000932093 0.00086378 0.00114013
internal_weight=0 609 2375 402 207 1723 652 480 253 137 172 316 242 1630 1453 1394 1308 1184 116 164 120 149 175 177 125 112 152 124
internal_count=2984 609 2375 402 207 1723 652 480 253 137 172 316 242 1630 1453 1394 1308 1184 116 164 120 149 175 177 125 112 152 124
is_linear=0
shrinkage=0.0032998


Tree=7057
num_leaves=25
num_cat=0
split_feature=1 1 47 16 123 13 49 1 49 0 0 16 15 0 1446 1 11 150 15 484 15 16 15 16
split_gain=8.51137 1.03425 0.705141 0.49632 0.455837 0.446047 0.336491 0.282679 0.263461 0.705945 0.269907 0.230196 0.210618 0.191019 0.135782 0.156529 0.195718 0.119644 0.118662 0.116548 0.14586 0.11556 0.100903 0.0444005
threshold=0.10921500000000002 0.13074500000000003 0.085585000000000008 0.12992000000000004 1.0000000180025095e-35 -0.014114999999999997 -0.13138499999999997 0.11597500000000001 -0.026279999999999998 -0.105195 -0.077614999999999976 0.62619000000000014 -0.43091499999999999 0.080385000000000012 0.037915000000000011 0.090435000000000015 0.07677500000000001 0.083435000000000023 -0.18498499999999998 -0.081614999999999979 0.08844500000000001 -0.055004999999999991 0.088380000000000014 -0.14158499999999996
decision_type=2 2 2 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 12 5 6 7 -1 -2 9 -8 14 13 -3 22 15 16 -10 -6 -14 -16 -21 -17 -12 -7
right_child=1 2 -4 -5 17 23 8 -9 10 -11 11 -13 18 -15 19 21 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.001171115176469264 0.00082746072073654274 0.00034389908823731589 0.00063554901998895776 0.0008633457916516113 0.00060303668771906924 0.00044284840927615043 0.0005746871489034287 0.00052559776798447239 0.00095852484536161468 0.0010110030944410037 0.00083390860753231651 0.0010697717778325815 4.6708986506507259e-06 0.00069479603953341497 0.0009401767437389137 0.00094988451451003474 0.0011691712593685142 0.00082796724061164387 0.0002251394782970598 0.0012306482019173661 0.00099387166003716242 0.00076931964897603998 0.00092990425606040699 0.00030536403008511281
leaf_weight=67 60 74 55 62 53 52 78 80 1059 85 237 67 54 67 69 78 52 54 53 61 58 84 269 56
leaf_count=67 60 74 55 62 53 52 78 80 1059 85 237 67 54 67 69 78 52 54 53 61 58 84 269 56
internal_value=0 0.000472933 0.000308026 0.000598362 0.000928879 0.000531974 0.000938595 0.000655219 0.000931698 0.00080243 0.000941711 0.000884551 0.000208307 0.000862831 0.000966726 0.000954198 0.000968416 0.000716882 0.000114204 0.00105137 0.00111554 0.000856476 0.000885011 0.000371886
internal_weight=0 546 236 310 2438 248 2331 140 2264 163 2101 640 181 573 1461 1273 1111 107 107 188 119 162 506 108
internal_count=2984 546 236 310 2438 248 2331 140 2264 163 2101 640 181 573 1461 1273 1111 107 107 188 119 162 506 108
is_linear=0
shrinkage=0.0032998


Tree=7058
num_leaves=26
num_cat=0
split_feature=12 2 2 2 12 2 12 52 52 52 13 1446 52 475 160 2 403 47 484 0 0 2 160 52 13
split_gain=16.6806 6.54302 4.50431 3.76612 1.14178 1.07181 0.620508 0.597742 0.854894 0.465641 0.406127 0.318058 0.239131 0.218243 0.170341 0.191386 0.199355 0.125207 0.119875 0.101703 0.218564 0.217313 0.0947524 0.0931464 0.0224228
threshold=0.056995000000000011 0.13501500000000002 0.11018500000000002 -1.0000000180025095e-35 0.091545000000000015 0.14561000000000004 -0.079959999999999989 -0.088779999999999984 0.084285000000000013 0.042815000000000006 -0.10667999999999998 0.037915000000000011 -0.14198999999999998 -0.086349999999999982 -0.41893499999999995 0.10100500000000003 -0.097839999999999996 0.11224000000000002 -0.081614999999999979 0.11737000000000002 -0.060094999999999989 0.096435000000000007 0.0012900000000000001 -1.0000000180025095e-35 -0.084184999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 11 9 -1 12 22 23 -6 13 -5 -2 -15 16 -16 19 -13 20 21 -12 -9 -4 -20
right_child=1 -3 5 7 10 -7 -8 8 -10 -11 17 18 -14 14 15 -17 -18 -19 24 -21 -22 -23 -24 -25 -26
leaf_value=0.00020589991573893718 0.0014444463208080293 0.00019133042596139897 0.00037497501833396926 0.0010414169782301103 0.00081638049467969609 -3.7188402485276245e-05 0.00065156086527153013 0.00071017856773186467 0.0012511900210773932 0.00063898260590776121 0.0011869310266651536 0.0012806703534309028 0.0013540728233428676 0.0010456297584764194 0.0011218231474098448 0.0010469095680542848 0.0012676530225241252 0.00097823665701271198 0.0014041536460616096 0.0012604618676497641 0.0009710762920152506 0.0010570288786074056 0.00088556291069232255 0.00021330116064267445 0.0015197089284735464
leaf_weight=96 53 74 95 55 52 82 53 102 55 65 418 72 55 58 124 58 740 67 52 65 97 222 54 68 52
leaf_count=96 53 74 95 55 52 82 53 102 55 65 418 72 55 58 124 58 740 67 52 65 97 222 54 68 52
internal_value=0 0.00115649 0.000594896 0.000798588 0.00119001 0.000285957 0.00036466 0.000999897 0.00089642 0.000402331 0.00110216 0.0012569 0.00119807 0.00123449 0.0012231 0.00123423 0.00124676 0.00111922 0.00138818 0.00113096 0.00111949 0.00114193 0.000771114 0.000307744 0.00146227
internal_weight=0 2204 780 470 2130 310 149 321 211 228 921 1209 110 1033 980 922 864 869 176 802 737 640 156 163 104
internal_count=2984 2204 780 470 2130 310 149 321 211 228 921 1209 110 1033 980 922 864 869 176 802 737 640 156 163 104
is_linear=0
shrinkage=0.0032998


Tree=7059
num_leaves=23
num_cat=0
split_feature=1 1 12 47 15 3 0 12 52 3 475 0 483 1 3 12 15 47 15 124 1 3
split_gain=11.3536 1.76132 1.00171 0.819526 0.483238 0.580147 0.383254 0.453339 0.283234 0.268693 0.211066 0.201581 0.188122 0.177052 0.160248 0.206115 0.156875 0.147605 0.132239 0.107863 0.0877477 0.036553
threshold=0.10684 0.12646500000000002 0.085075000000000026 0.09772500000000002 -0.14051999999999998 0.093925000000000022 -0.079249999999999987 -1.0000000180025095e-35 0.053330000000000009 -0.13392999999999997 -0.086169999999999983 -0.099704999999999974 -0.062954999999999997 0.096315000000000026 -0.021559999999999996 0.083400000000000016 -0.063834999999999989 0.099745000000000014 0.09414500000000002 -1.0000000180025095e-35 0.11366000000000001 -0.079574999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 20 8 17 6 10 -8 19 -9 -6 -7 -11 14 15 -12 -4 21 -14 -3 -2 -1
right_child=1 3 16 -5 5 11 7 9 -10 12 13 -13 18 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0012997489520391969 0.00055886295795263587 0.0002329349700760838 0.00075039065827482178 0.00060898475297307974 0.0012010940729850301 0.00059485121425852333 0.00065136907463797902 0.0011156810994846908 0.00039226427568081441 0.00072903380150748898 0.00083094687215657997 0.00088069568236453122 0.0008960474550505236 0.00083865422852896722 0.0011457681467450292 0.0010173871766339701 0.00097599416754056291 0.0010190982991275439 0.001006653751395897 4.7965953437845702e-05 0.00041745179135185774 0.0011663192188775839
leaf_weight=53 99 52 76 64 67 55 62 92 52 52 71 55 306 66 101 1076 64 57 206 103 99 56
leaf_count=53 99 52 76 64 67 55 62 92 52 52 71 55 306 66 101 1076 64 57 206 103 99 56
internal_value=0 0.000480823 0.000639805 0.000282404 0.000985974 0.000972971 0.000985264 0.000922896 0.000181262 0.000948505 0.00101766 0.000738094 0.000921173 0.00100828 0.00101723 0.00100588 0.000853775 0.00115879 0.000940618 0.000110247 0.000488335 0.00123152
internal_weight=0 609 338 271 2375 2209 2099 718 207 656 1381 110 564 1314 1248 1147 140 166 512 155 198 109
internal_count=2984 609 338 271 2375 2209 2099 718 207 656 1381 110 564 1314 1248 1147 140 166 512 155 198 109
is_linear=0
shrinkage=0.0032998


Tree=7060
num_leaves=21
num_cat=0
split_feature=1 3 9 41 3 1 131 52 15 11 0 0 52 52 16 15 402 1212 16 51
split_gain=0.320638 0.283714 0.17319 0.199868 0.158533 0.138066 0.150964 0.184867 0.247284 0.135832 0.112217 0.183378 0.090807 0.0870675 0.0980363 0.0860025 0.0837606 0.103859 0.082294 0.0709318
threshold=0.11561500000000001 0.41110500000000005 0.08542000000000001 0.081500000000000017 -0.049204999999999992 0.091395000000000018 0.091760000000000022 0.013340000000000001 -0.085259999999999989 0.077330000000000024 -0.06952499999999999 -0.06537999999999998 0.10271000000000001 -0.057374999999999995 -0.23389999999999997 -0.097144999999999981 0.11367500000000001 0.10831000000000002 0.062910000000000008 -0.025069999999999999
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 5 19 9 7 8 15 10 16 -12 -13 -6 -15 -7 17 -1 -10 -2
right_child=1 -3 -4 -5 13 6 -8 -9 18 -11 11 12 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0083845091163163629 0.00036867667932905993 0.013524218270112694 0.016449765389286747 -0.0014730759594075511 0.0026324429684511973 0.0033995935468348211 0.011567191544364643 -0.0034215133906547327 0.01072689974375305 0.016589527875815607 -0.004162093079387732 0.008751623622592429 0.0010641431595703296 -0.0013759283631008881 -0.010395391314764446 -0.0051586053202899822 0.0137351372173951 0.00082739784273445005 0.0045550615173607983 0.0083634983306384164
leaf_weight=1415 53 55 58 74 72 73 86 81 163 52 53 172 59 101 52 61 80 54 100 79
leaf_count=1415 53 55 58 74 72 73 86 81 163 52 53 172 59 101 52 61 80 54 100 79
internal_value=0 0.00227158 0.00733386 0.00712358 0.00053295 0.00738408 0.00506546 0.00389193 0.00538862 0.00807686 0.00783439 0.00474462 0.00679593 -0.00217775 -0.00445311 -0.000482896 0.00839972 0.00810793 0.00838702 0.00516707
internal_weight=0 412 2581 2523 357 2449 564 478 397 1885 1833 284 231 225 153 134 1549 1469 263 132
internal_count=2993 412 2581 2523 357 2449 564 478 397 1885 1833 284 231 225 153 134 1549 1469 263 132
is_linear=0
shrinkage=0.16829


Tree=7061
num_leaves=26
num_cat=0
split_feature=2 30 376 15 43 1210 481 0 0 1 2 1 2 159 1 128 42 42 0 151 42 15 2 42 2
split_gain=0.280255 0.206602 0.143952 0.135037 0.158014 0.119812 0.119221 0.140741 0.253202 0.173131 0.118503 0.238399 0.122232 0.105316 0.104703 0.0907613 0.0844313 0.0807585 0.0792663 0.0839513 0.0788208 0.0652853 0.0936428 0.0555749 0.00771526
threshold=0.10134000000000001 0.085915000000000019 0.076485000000000011 0.091060000000000016 -0.03898999999999999 -0.062539999999999984 -1.0000000180025095e-35 -0.13409999999999997 -0.105195 0.13707500000000003 0.082165000000000016 0.085720000000000005 0.089125000000000024 -1.0000000180025095e-35 0.082295000000000021 0.098795000000000008 0.089625000000000024 0.11319000000000001 -0.23146499999999998 -1.0000000180025095e-35 -0.0022699999999999999 -0.083859999999999976 0.10836000000000003 0.094540000000000013 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 2
left_child=1 2 3 5 13 20 -2 18 -9 17 15 12 -12 -5 24 16 -7 21 -8 -20 -1 -10 -23 -16 -6
right_child=6 -3 -4 4 14 10 7 8 9 -11 11 -13 -14 -15 23 -17 -18 -19 19 -21 -22 22 -24 -25 -26
leaf_value=0.0079674802603842462 -0.0047165595348525975 -0.0022124483148328647 -0.0015765298758607534 0.0047128614854161774 0.0020457109129905829 0.012083746400353668 0.0052302942664568582 0.015337470655391783 0 -0.0041062121614541258 0.0056604981889580592 -0.0019480330569996735 0.0096217126168575001 -0.0034042654274489105 0.01374309605521056 0.0029514729492408167 0.0069140940124038184 0.011098728985363213 0.0030807190595500671 -0.0051253750230764034 0.016524535230236143 0.0097904065537329568 0.0030919935817593637 0.0063924261018581431 0.0049471502066728767
leaf_weight=56 55 74 56 89 58 278 54 58 88 71 615 90 348 92 70 53 135 52 54 101 70 88 184 52 52
leaf_count=56 55 74 56 89 58 278 54 58 88 71 615 90 348 92 70 53 135 52 54 101 70 88 184 52 52
internal_value=0 0.00650978 0.00681595 0.00704519 0.00431469 0.00772962 0.00283266 0.00338866 0.00482175 0.00355527 0.00731319 0.00631932 0.00709383 0.000577103 0.00722291 0.00955516 0.0103983 0.00487994 -0.00031232 -0.00225489 0.0127357 0.00397668 0.00526573 0.0106248 0.00343363
internal_weight=0 2188 2114 2058 413 1645 805 750 541 483 1519 1053 963 181 232 466 413 412 209 155 126 360 272 122 110
internal_count=2993 2188 2114 2058 413 1645 805 750 541 483 1519 1053 963 181 232 466 413 412 209 155 126 360 272 122 110
is_linear=0
shrinkage=0.16829


Tree=7062
num_leaves=18
num_cat=0
split_feature=2 49 124 147 2 11 3 1427 1210 1210 49 52 2 402 49 52 0
split_gain=0.193811 0.11883 0.117591 0.120609 0.234465 0.104364 0.314676 0.0972434 0.0976578 0.138465 0.0827661 0.106403 0.081719 0.0915708 0.0812559 0.0788192 0.104929
threshold=0.10134000000000001 0.14255500000000002 -0.0066649999999999991 0.089430000000000023 -0.085784999999999986 0.08326500000000002 -0.10859999999999999 0.083935000000000023 -0.048324999999999993 -0.084114999999999981 0.11151500000000002 -0.15824499999999997 0.097695000000000018 0.085345000000000018 -0.014774999999999998 -0.072144999999999987 -0.12851999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 14 4 -4 6 -2 8 9 -6 11 -8 13 -10 -1 -13 -17
right_child=1 -3 3 -5 7 -7 10 -9 12 -11 -12 15 -14 -15 -16 16 -18
leaf_value=-0.0046251250794617348 -0.0090344856456090038 -0.0044744449330663284 0.015668488253408133 -0.0020944267378896677 0.0048241618355959869 0.0087169492970847594 -0.0023215704442769275 0.012597483730594357 0.0042368261998438671 0.014479492125335783 0.0085875857892438179 0.0095682386314348052 0.010018469309143819 0.007993436028062342 0.0038956251119395234 -0.0014960054059620083 0.0047720124719711583
leaf_weight=52 63 66 68 54 93 80 97 55 1406 78 78 59 88 213 81 107 255
leaf_count=52 63 66 68 54 93 80 97 55 1406 78 78 59 88 213 81 107 255
internal_value=0 0.00235656 0.00541522 0.00572918 0.0059412 0.00296907 0.00226857 0.00559808 0.00539214 0.00923885 0.00346637 0.00269175 0.00500574 0.00473217 0.000550696 0.00385111 0.00291435
internal_weight=0 805 2188 2055 2001 739 659 1933 1878 171 596 518 1707 1619 133 421 362
internal_count=2993 805 2188 2055 2001 739 659 1933 1878 171 596 518 1707 1619 133 421 362
is_linear=0
shrinkage=0.16829


Tree=7063
num_leaves=31
num_cat=0
split_feature=2 12 15 2 30 2 2 12 12 49 49 15 159 2 11 52 2 13 2 13 2 15 1446 15 13 15 2 2 159 52
split_gain=6.60006 3.00393 1.29426 1.01843 0.906575 0.732883 0.737833 0.638766 0.39869 0.281623 0.264718 0.243805 0.216524 0.230719 0.43074 0.170206 0.162712 0.114046 0.27805 0.20923 0.170248 0.119368 0.101509 0.188743 0.0928623 0.0468644 0.0455062 0.0313209 0.0296691 0.028704
threshold=0.12026500000000001 0.056995000000000011 -0.0039399999999999991 0.16730000000000003 0.086055000000000006 0.094905000000000017 -0.007134999999999999 0.092855000000000007 0.093910000000000007 0.090085000000000012 -0.012034999999999999 0.039965000000000007 0.11287500000000002 0.10179000000000001 1.0000000180025095e-35 -0.54340999999999984 0.14073000000000005 0.025450000000000004 0.086895000000000014 -0.049464999999999988 0.093870000000000023 -0.070974999999999983 0.084275000000000017 0.09295500000000001 -0.05171499999999999 -0.095814999999999997 0.090085000000000012 0.096435000000000007 -0.022294999999999995 -0.043914999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 5 6 -1 12 16 29 -9 27 13 14 22 -12 24 19 -19 21 -20 -17 23 -3 -2 -8 -21 -4 -24 -7
right_child=3 7 11 -5 -6 9 25 10 -10 -11 15 -13 -14 -15 -16 17 -18 18 20 26 -22 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0005750423730144029 0.00046844808987569331 0.0010849266300099563 0.0009649109844440801 0.00016097768983904773 0.00027742904314234358 0.00044014205578556885 0.0011156148028388698 0.00072856743473678537 0.00076125774615497406 0.0007806186709170789 0.0011584900650766694 0.0011809523116159096 0.0008813102771989352 0.00091825348231971374 0.0013642287286375222 0.00081016016747517347 0.00034348185519406788 0.00069537637090609852 0.0011112901922231632 0.0011634391254183424 0.00086057014721474783 0.00097311922604106417 0.0011259788419579625 0.00088066772805158952 0.00066673813701569626 0.00097053496568959437 0.0010388648577525524 0.00084933462474428428 0.0012379175770898419 0.00054556856475107118
leaf_weight=56 55 942 73 80 57 62 54 52 93 54 53 57 59 83 65 66 56 57 57 62 66 233 75 54 52 57 91 52 57 63
leaf_count=56 55 942 73 80 57 62 54 52 93 54 53 57 59 83 65 66 56 57 57 62 66 233 75 54 52 57 91 52 57 63
internal_value=0 0.000977639 0.000768595 0.000486566 0.00066403 0.000727616 0.000885249 0.00103664 0.000588175 0.000580355 0.000958239 0.000999938 0.0010799 0.00108905 0.00110091 0.000975623 0.000489205 0.000960231 0.000888045 0.0009889 0.000977044 0.000937266 0.0010857 0.00107389 0.000565143 0.00104143 0.00108958 0.000917113 0.00117458 0.000493559
internal_weight=0 2657 585 336 403 346 167 2072 256 179 737 182 1335 1276 1193 685 163 632 180 452 123 299 1128 996 107 111 153 125 132 125
internal_count=2993 2657 585 336 403 346 167 2072 256 179 737 182 1335 1276 1193 685 163 632 180 452 123 299 1128 996 107 111 153 125 132 125
is_linear=0
shrinkage=0.0032998


Tree=7064
num_leaves=19
num_cat=0
split_feature=2 12 2 42 12 3 3 10 124 2 151 41 3 47 3 3 12 12
split_gain=0.157709 0.114821 0.147489 0.150594 0.17943 0.218489 0.114527 0.100546 0.105274 0.142203 0.0931129 0.11184 0.132942 0.0819832 0.0673051 0.0641616 0.117613 0.0555106
threshold=0.10134000000000001 -0.11319999999999998 0.17553000000000005 -0.092104999999999979 0.089485000000000023 -0.017704999999999995 -0.15624499999999999 0.057650000000000007 -0.085379999999999984 -0.046074999999999991 0.078505000000000019 1.0000000180025095e-35 -0.12077499999999998 0.09550500000000002 0.13772500000000001 -0.062694999999999987 0.097240000000000007 -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 -3 5 -5 -6 8 -1 -10 11 12 -11 -14 17 16 -8 -7
right_child=1 2 -4 4 6 14 15 -9 9 10 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=-0.001222260299314899 0.010151461615833926 0.010561772431138311 -0.0062570696175090774 -0.007256766815577324 0.012052834798483647 0.0003957541809024715 0.0069622403532632925 -0.00061919835560783013 0.013450296831020152 0.012603754927716693 0.01198198503292189 -0.00079896275041898245 0.0055904345409505075 0.0017566887799331055 -0.0020175482747506988 0.0080660578836309928 -0.0019498750653022107 0.0066332909167683149
leaf_weight=64 52 62 57 102 53 72 71 79 65 72 60 83 1588 177 79 61 102 94
leaf_count=64 52 62 57 102 53 72 71 79 65 72 60 83 1588 177 79 61 102 94
internal_value=0 0.00249485 0.00196372 0.00263956 0.001862 -0.000708231 0.00497581 0.00525482 0.0054757 0.0056862 0.00543041 0.00522474 0.00549788 0.00520699 0.00201076 0.00336522 0.00169731 0.00393868
internal_weight=0 805 753 696 634 347 287 2188 2109 2045 1980 1920 1837 1765 245 234 173 166
internal_count=2993 805 753 696 634 347 287 2188 2109 2045 1980 1920 1837 1765 245 234 173 166
is_linear=0
shrinkage=0.16829


Tree=7065
num_leaves=21
num_cat=0
split_feature=1 12 4 14 3 2 1 47 3 49 1 42 4 3 2 49 3 1455 159 159
split_gain=7.1039 1.09736 0.967624 0.632362 0.719458 0.357444 0.3522 0.464633 0.362449 0.299776 0.294761 0.281432 0.225167 0.33575 0.308661 0.205771 0.165935 0.125293 0.116806 0.0879716
threshold=0.10575500000000002 0.085075000000000026 0.27020000000000005 0.073890000000000011 -0.15327499999999997 -0.0098549999999999974 0.14228000000000005 0.098205000000000015 0.040040000000000006 -0.0037949999999999993 0.117245 0.073240000000000013 -0.083614999999999981 0.088880000000000015 0.099845000000000003 0.114915 -0.077054999999999985 0.079520000000000021 0.081975000000000006 -0.0020949999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 10 4 -1 -6 7 8 11 -10 -3 -2 14 15 18 17 -17 -14 19 -7
right_child=1 2 -4 -5 5 12 -8 -9 9 -11 -12 -13 13 -15 -16 16 -18 -19 -20 -21
leaf_value=0.000531963378328631 8.70595666326973e-05 0.00092816955916628799 0.000303678766807313 0.0010988653232932642 0.00057717018942765044 0.001042229826903744 0.00014300924098736376 0.00065766247917707469 0.00064498583075107562 0.00031348040401933897 0.00062700842966861283 0.00036370148947261936 0.00084790862669084643 0.00060205810469171866 0.00066771698486757449 0.00080648082950362002 0.00055216079692341289 0.00073062154261819862 0.0010866177550106822 0.00088838147585862403
leaf_weight=94 81 73 69 90 61 52 84 56 55 66 71 80 1359 76 53 64 52 112 53 255
leaf_count=94 81 73 69 90 61 52 84 56 55 66 71 80 1359 76 53 64 52 112 53 255
internal_value=0 0.000432541 0.000625813 0.000826554 0.000815553 0.00082801 0.000334905 0.000382491 0.000327722 0.000464456 0.000779925 0.00022474 0.000835364 0.000818017 0.00090513 0.000828337 0.000692779 0.000839002 0.000939985 0.000914555
internal_weight=0 635 213 2321 2231 2137 422 338 282 121 144 161 2076 1663 413 1587 116 1471 360 307
internal_count=2956 635 213 2321 2231 2137 422 338 282 121 144 161 2076 1663 413 1587 116 1471 360 307
is_linear=0
shrinkage=0.0032998


Tree=7066
num_leaves=17
num_cat=0
split_feature=4 3 40 0 10 13 41 3 1375 0 0 13 4 16 13 15
split_gain=10.0401 4.59496 1.32931 1.21398 0.668123 0.545393 0.529197 0.392417 0.353591 0.373914 0.583121 0.276227 0.248454 0.231932 0.19089 0.0686769
threshold=0.31392000000000003 0.28833000000000003 -0.064199999999999993 -0.076589999999999978 -0.0078549999999999991 -0.10373499999999998 0.075585000000000013 0.143375 -0.083119999999999986 -0.15029999999999996 -0.105195 1.0000000180025095e-35 0.058025000000000007 -0.26194999999999996 -0.071964999999999987 -0.0058149999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 -4 11 -7 15 13 14 -12 -11 -6 -10
right_child=4 -3 5 -5 7 8 -8 -9 9 10 12 -13 -14 -15 -16 -17
leaf_value=0.0011108793033523792 0.00012870269627306149 0.00019487478309646017 0.0011490652503306196 0.00057333035361639923 0.00052785072704801051 0.00087598476124766539 0.0015800985489740525 0.00026744043471253764 0.0012130465218106064 0.0010114174517835133 0.0011216928884036337 0.00038253574101932634 0.00098324914265356805 0.00070602263613256898 0.00075948482880582578 0.0013894745540824428
leaf_weight=85 57 64 80 100 72 76 52 53 56 57 1797 55 158 54 88 52
leaf_count=85 57 64 80 100 72 76 52 53 56 57 1797 55 158 54 88 52
internal_value=0 0.0010689 0.00109068 0.000820503 0.000453941 0.00111165 0.00131913 0.000522983 0.00109946 0.00110725 0.00109725 0.000585813 0.00111052 0.000863164 0.00065547 0.00129832
internal_weight=0 2631 2567 185 325 2382 132 268 2250 2174 2066 215 1955 111 160 108
internal_count=2956 2631 2567 185 325 2382 132 268 2250 2174 2066 215 1955 111 160 108
is_linear=0
shrinkage=0.0032998


Tree=7067
num_leaves=21
num_cat=0
split_feature=1 42 51 474 376 159 13 43 0 16 403 403 151 0 16 156 52 16 52 52
split_gain=0.289842 0.169073 0.146755 0.166624 0.147309 0.142768 0.137191 0.139994 0.127379 0.181529 0.154125 0.14667 0.134615 0.129219 0.115136 0.144364 0.0994553 0.0806408 0.0789973 0.0759358
threshold=0.13686500000000004 0.11704500000000001 -0.085594999999999991 0.083260000000000015 0.083705000000000016 0.087360000000000007 -0.27740999999999993 -0.075124999999999983 -0.016414999999999996 0.053305000000000012 0.070940000000000017 0.10150000000000002 0.098750000000000018 -0.23395499999999997 0.51041000000000014 0.087120000000000017 1.0000000180025095e-35 0.23599500000000004 -0.26876499999999998 0.085540000000000019
decision_type=2 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 8 -5 -2 -8 10 -10 12 -12 13 -4 15 -1 -3 -17 -16 -13
right_child=6 16 4 5 -6 -7 7 -9 9 -11 11 19 -14 -15 18 17 -18 -19 -20 -21
leaf_value=-0.0053060642145607217 -0.009791351789295074 0.013670099732328791 0.011109531004942944 0.018611174163382076 0.0098363630461752727 0.006820060166494296 -0.005619366198104386 0.0066685164080281731 -0.0069735611399988013 0.0038421187867750417 0.014678538212758576 0.0017794697685014592 -0.0054522320758990704 0.0028751175470329827 0.011649404046554021 0.0097318310617997249 0.0050836057138510943 0.00049549926108699463 0.0033094154932725578 0.0095228390508406216
leaf_weight=56 57 81 56 53 94 66 53 52 84 92 61 91 53 1630 80 55 74 53 55 60
leaf_count=56 57 81 56 53 94 66 53 52 84 92 61 91 53 1630 80 55 74 53 55 60
internal_value=0 0.00417276 0.00385435 0.00675131 0.00330833 0.0120867 -0.00314303 0.000448951 0.00301899 -0.0013097 0.0034104 0.00769946 0.00288649 0.00314969 0.00462186 0.00161203 0.00958233 0.00521582 0.00826494 0.0048682
internal_weight=0 2794 2639 418 2221 119 162 105 2127 176 1951 212 1739 1686 299 164 155 108 135 151
internal_count=2956 2794 2639 418 2221 119 162 105 2127 176 1951 212 1739 1686 299 164 155 108 135 151
is_linear=0
shrinkage=0.16829


Tree=7068
num_leaves=28
num_cat=0
split_feature=1 1 156 47 15 0 0 1 0 14 1452 0 43 0 10 0 1 15 1456 43 129 0 157 15 49 1 42
split_gain=20.4527 4.25073 1.9866 0.988977 1.05093 0.896591 0.871486 0.83204 0.808941 0.555655 0.433995 0.330125 0.340162 0.325335 0.314083 0.31002 0.296462 0.243232 0.237259 0.235371 0.214917 0.175848 0.164951 0.159367 0.0773763 0.0613634 0.0474911
threshold=0.10123500000000001 0.13662500000000002 0.11659000000000001 0.078345000000000012 -0.040119999999999996 0.148925 -0.11825999999999999 0.090485000000000024 -0.099704999999999974 0.064610000000000015 0.085260000000000016 -0.079249999999999987 -0.00067499999999999993 -0.09633499999999999 -1.0000000180025095e-35 -0.079324999999999993 0.085410000000000014 -0.43091499999999999 -0.085449999999999984 -0.040494999999999996 0.087660000000000016 -0.068669999999999995 -0.0048549999999999991 0.09278500000000002 -1.0000000180025095e-35 0.14787500000000001 0.090175000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 13 7 -5 9 -9 10 11 12 18 24 -3 -6 -14 -15 -1 26 22 -8 -13 -21 -2 -16 -10
right_child=1 14 -4 6 15 -7 21 8 19 -11 -12 20 16 17 25 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0012036157134085363 0.00074757777157737461 1.9385457886148138e-05 0.0013946556116526364 0.00062040536220234665 0.00070055204225812778 0.00089525176666586633 0.0012800354374469729 0.00087716285716642184 0.0010927300130909132 0.0016354267689683917 0.0010950268094214971 0.00145310322175854 0.0013529763614166736 0.00054919976269425194 0.00040453550987196006 0.0010236344214661736 0.001110196893672401 0.00024534791446778875 0.0014354208043964453 0.0015172593199792581 0.0011017657768308733 0.0010105067305543653 0.0012813617599307565 0.0012578913503712061 0.0005635749885964089 0.00024527361927929539 0.0012317127844016164
leaf_weight=53 52 55 60 52 56 52 53 75 53 79 71 79 226 59 55 80 75 57 866 54 62 57 338 55 53 54 75
leaf_count=53 52 55 60 52 56 52 53 75 53 79 71 79 226 59 55 80 75 57 866 54 62 57 338 55 53 54 75
internal_value=0 0.000692621 0.000825477 0.000759608 0.000662266 0.00132548 0.000973903 0.00133582 0.00117736 0.00136254 0.00135034 0.00136099 0.00139017 0.000521434 0.000223359 0.00089086 0.0012926 0.000400197 0.00142209 0.00127221 0.00128659 0.00114069 0.00131398 0.00138671 0.000655036 0.000325958 0.00117444
internal_weight=0 743 579 519 357 2213 162 2161 312 1849 1770 1699 1220 221 164 136 301 116 919 237 479 110 417 109 105 109 128
internal_count=2956 743 579 519 357 2213 162 2161 312 1849 1770 1699 1220 221 164 136 301 116 919 237 479 110 417 109 105 109 128
is_linear=0
shrinkage=0.0032998


Tree=7069
num_leaves=24
num_cat=0
split_feature=4 1 12 1 14 1 0 16 4 0 4 0 42 1 14 42 474 151 16 15 4 1 12
split_gain=11.7586 3.26059 1.90297 0.890071 0.837791 0.37531 0.320823 0.357778 0.286023 0.489796 0.256621 0.376659 0.222773 0.206757 0.186856 0.168176 0.158627 0.136649 0.125235 0.0929253 0.0847905 0.0611105 0.0583384
threshold=0.31392000000000003 0.10359500000000001 0.085075000000000026 0.13130500000000003 0.073890000000000011 0.11883500000000001 0.040570000000000002 0.15273500000000004 -0.15366499999999997 -0.069414999999999991 0.018150000000000003 -0.10726999999999999 0.086700000000000013 0.14684500000000003 -1.0000000180025095e-35 0.089110000000000009 0.087950000000000014 -1.0000000180025095e-35 -0.40430999999999989 -0.088184999999999986 0.058025000000000007 0.10970000000000001 0.097345000000000015
decision_type=2 2 2 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 14 6 21 10 -8 -3 19 11 -1 16 -5 -2 -14 -13 -16 -12 -10 -20 -4 -22
right_child=3 2 5 13 -6 -7 7 -9 9 -11 18 12 15 -15 17 -17 -18 -19 20 -21 22 -23 -24
leaf_value=0.00091666760915100874 0.00070745423533512155 0.00077892865583165582 0.0010657156568335143 0.00029429408711722696 0.0014203957861646578 0.00082108826299631351 0.000715457391465525 0.0010621609761441568 0.00072393692980839749 0.00023088373644586586 0.0011155901926339958 0.0011717559417195598 0.00098574526571775889 3.5421282042291437e-05 0.00036234746917369377 0.0011117058531312173 0.00099516862252172432 0.00057629318256842324 0.0010501015011901106 0.00052772625923537845 0.00097547519513884427 0.0012304544750543975 0.00083009501989121952
leaf_weight=99 52 52 55 83 87 60 52 90 52 52 97 902 162 57 65 466 62 68 93 58 81 55 56
leaf_count=99 52 52 55 83 87 60 52 90 52 52 97 902 162 57 65 466 62 68 93 58 81 55 56
internal_value=0 0.00105352 0.000772211 0.000388045 0.00110158 0.00103309 0.00108872 0.000935447 0.000564807 0.00049586 0.00109949 0.00111606 0.00112844 0.000189148 0.000538371 0.00107927 0.00116044 0.000471998 0.00101369 0.000620801 0.00097056 0.00114841 0.000916307
internal_weight=0 2631 384 325 2247 170 2160 142 214 162 2018 1691 1592 140 185 628 964 133 327 110 230 110 137
internal_count=2956 2631 384 325 2247 170 2160 142 214 162 2018 1691 1592 140 185 628 964 133 327 110 230 110 137
is_linear=0
shrinkage=0.0032998


Tree=7070
num_leaves=21
num_cat=0
split_feature=3 1 50 16 376 9 3 13 0 48 0 133 1455 1 16 3 16 51 0 1
split_gain=0.477721 0.248789 0.183213 0.206818 0.180807 0.136545 0.142597 0.215673 0.123549 0.108165 0.102558 0.0803323 0.0976719 0.0921427 0.0780637 0.0738083 0.0672284 0.0652631 0.0821503 0.06868
threshold=0.3148450000000001 0.085720000000000005 0.077920000000000003 0.30714500000000006 0.08426500000000002 0.085785000000000014 0.11995000000000001 -0.09330999999999999 0.060910000000000006 -1.0000000180025095e-35 -0.05461499999999999 0.091785000000000019 0.090705000000000022 0.079805000000000015 0.038245000000000008 -0.087544999999999998 -0.090774999999999981 0.084510000000000016 -0.072924999999999976 0.090040000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 7 -3 9 -1 11 12 13 -11 16 -5 -13 18 19 -4
right_child=-2 2 17 15 -6 -7 -8 -9 -10 10 -12 14 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.014304386189167158 -0.0070958343220992193 -0.011872773602708778 0.0035544032205962143 0.012080363705695717 0.0088339039226455352 0.0073833187353250715 0.0053849805775942929 -0.00076741540094138645 -0.00044898074606638432 0.0076153662613029308 0.011714605944673981 0.00030381942769377703 -0.00021708964316952207 0.00078781312059630036 -0.0010195964319622355 0.0046331567951548866 0.0067211962285234133 0.010343632415623348 -0.00052056967320720658 0.010207712275259887
leaf_weight=53 93 56 89 61 71 62 86 433 69 980 102 61 52 60 72 102 199 98 55 89
leaf_count=53 93 56 89 61 71 62 86 433 69 980 102 61 52 60 72 102 199 98 55 89
internal_value=0 0.00515318 0.00330903 0.00202525 0.000778129 -0.000116947 -0.000928796 -0.00204287 0.00649716 0.00680183 0.00654008 0.00616817 0.00686725 0.0072232 0.00386337 0.00743117 0.00522249 0.00668178 0.00513389 0.00689115
internal_weight=0 2850 1202 871 708 637 575 489 1648 1579 1526 1424 1092 1040 332 163 260 331 233 178
internal_count=2943 2850 1202 871 708 637 575 489 1648 1579 1526 1424 1092 1040 332 163 260 331 233 178
is_linear=0
shrinkage=0.16829


Tree=7071
num_leaves=22
num_cat=0
split_feature=3 1 49 157 124 12 133 52 52 3 3 13 52 484 1212 42 3 13 3 13 43
split_gain=0.330593 0.176427 0.136403 0.111239 0.134381 0.117657 0.191937 0.172628 0.183841 0.123042 0.253402 0.104267 0.0953848 0.101298 0.0885554 0.0824567 0.0788368 0.124397 0.078072 0.0764643 0.073732
threshold=0.3148450000000001 0.08845500000000002 0.12466500000000001 -0.095764999999999989 -0.086434999999999984 0.088435000000000014 -0.0024649999999999997 -0.057374999999999995 0.090060000000000015 -0.15963499999999997 -0.10859999999999999 -0.0015099999999999998 -0.23682999999999996 0.087235000000000021 0.10725000000000003 0.083725000000000008 -0.115685 -0.011514999999999999 -0.069724999999999995 -0.083849999999999994 -0.0005399999999999999
decision_type=2 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 -3 -5 6 -6 11 -9 -7 -11 -8 15 14 16 -1 17 -14 -12 -15 -18
right_child=-2 3 -4 4 5 9 7 8 -10 10 18 -13 13 19 -16 -17 20 -19 -20 -21 -22
leaf_value=0.013111086981056232 -0.0059016776718860955 -0.0045087454367266607 -0.0024153410087735649 0.010065976132294492 -0.0089850927359436568 -0.0024844674920751629 0.0018630054823849437 -0.0032497811855480559 0.0069949853924728116 0.016159999046130125 0.0025682393365571584 0.010132590641928329 0.0060374580119544217 0.014322091299856588 0.010815913841249565 0.0057497915005225034 0.005679264820889234 -0.0046817564237000876 0.0093024697441313163 0.0063052356523499468 0.002749844007761639
leaf_weight=85 93 59 62 71 52 62 88 209 65 55 269 86 58 56 65 90 862 65 60 88 343
leaf_count=85 93 59 62 71 52 62 88 209 65 55 269 86 58 56 65 90 862 65 60 88 343
internal_value=0 0.0042867 0.00531887 0.00258329 0.00299649 0.00246401 0.000687185 0.00181387 -0.000812896 0.00445194 0.00557656 0.0059606 0.00560001 0.00517352 0.00473166 0.00933554 0.00443251 0.000358226 0.00380183 0.00943538 0.0048469
internal_weight=0 2850 1774 1076 1017 946 500 448 274 446 384 174 1712 1537 1393 175 1328 123 329 144 1205
internal_count=2943 2850 1774 1076 1017 946 500 448 274 446 384 174 1712 1537 1393 175 1328 123 329 144 1205
is_linear=0
shrinkage=0.16829


Tree=7072
num_leaves=23
num_cat=0
split_feature=4 15 16 12 13 151 1209 15 12 40 4 12 15 16 16 42 1209 3 12 1212 12 3
split_gain=0.243295 0.159004 0.268161 0.134037 0.149887 0.117288 0.104996 0.148072 0.181767 0.124977 0.165416 0.154032 0.201126 0.107777 0.0926062 0.087141 0.0788739 0.0553329 0.0499041 0.0481628 0.0478701 0.0311651
threshold=0.24099500000000004 -0.46645999999999993 -0.14239499999999997 0.095450000000000021 -0.09391999999999999 -0.29526499999999994 -0.084964999999999985 0.085915000000000019 0.086965000000000015 -0.07990499999999999 -0.39175499999999991 0.083885000000000015 -0.0090849999999999976 -0.075724999999999987 0.0060400000000000011 0.086700000000000013 0.086665000000000006 -0.24149499999999999 0.10793500000000002 0.10383500000000002 -0.085549999999999973 -0.0013299999999999998
decision_type=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 20 3 4 -3 -1 -7 9 13 -8 17 12 -12 -9 18 -15 -13 -11 19 -10 -2 -6
right_child=1 2 -4 -5 21 6 7 8 14 10 11 16 -14 15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.011764415436071072 0.0014515127221664335 0.0090165070448258531 -0.013211770361804102 -0.0074793969350032113 0.0013075856636663532 -0.003440597072993217 0.008677326337266443 0.016345760778462538 0.0039778051169073207 0.0034639672467337464 0.0019547492068308064 0.0035676072083767555 -0.0059852219302096756 0.011529367990492758 -0.00028680469931521044 0.0024057379816775784 -0.0025744150342143007 0.010156964245176535 0.010089383389316579 0.0088084041314112748 0.0086187071356374351 -0.0037605925966239756
leaf_weight=53 53 59 54 55 71 56 103 60 383 55 265 908 137 69 99 53 63 101 56 70 54 66
leaf_count=53 53 59 54 55 71 56 103 60 383 55 265 908 137 69 99 53 63 101 56 70 54 66
internal_value=0 -0.000490911 -0.00245308 -0.000131302 0.0019215 0.00391516 0.00374655 0.00391347 0.00580717 0.00299569 0.00261177 0.00201998 -0.000746692 0.0104801 0.00440542 0.00758055 0.00316725 0.00780877 0.00532158 0.00472822 0.00508539 -0.0011209
internal_weight=0 412 305 251 196 2531 2478 2422 790 1632 1529 1373 402 182 608 122 971 156 509 453 107 137
internal_count=2943 412 305 251 196 2531 2478 2422 790 1632 1529 1373 402 182 608 122 971 156 509 453 107 137
is_linear=0
shrinkage=0.16829


Tree=7073
num_leaves=23
num_cat=0
split_feature=4 3 39 11 2 48 3 39 11 2 15 15 4 159 133 4 15 133 15 42 3 4
split_gain=9.79864 3.36502 1.66879 0.761889 0.811324 0.621215 0.531855 0.397774 0.391663 0.315815 0.312835 0.286866 0.75636 0.245878 0.237496 0.258081 0.205121 0.162242 0.121591 0.115018 0.0889398 0.0442603
threshold=0.27998000000000006 0.28833000000000003 0.055555000000000007 1.0000000180025095e-35 0.10510500000000002 0.091775000000000009 0.13772500000000001 0.087880000000000014 0.084110000000000004 0.096080000000000013 0.082725000000000007 -0.0044499999999999991 -0.34140499999999996 0.024100000000000003 0.077945 -0.032169999999999997 -0.44792999999999994 0.10254500000000001 0.084785000000000013 0.091330000000000008 -0.088314999999999991 0.41377500000000006
decision_type=2 2 2 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 9 7 16 -5 -4 11 13 -13 -1 15 -6 -2 -16 20 -20 -12 -18
right_child=6 -3 5 8 14 -7 -8 -9 -10 -11 18 12 -14 -15 17 -17 21 -19 19 -21 -22 -23
leaf_value=0.0011168004755709043 0.00083744195644481427 0.00039939592249904529 0.0010879094028582615 0.001586948661162355 0.0010222420685488825 0.00057442989303987696 0.00025362672738315345 0.00039813037708653649 0.0012465457235084606 0.00076035561504480328 0.0012211959619857647 0.0013114398934543703 0.0008411424669769427 0.0012579882004557046 0.0012265286705396604 0.00076738232163159868 0.00065623125513181396 0.00096867491254079075 0.0012190963052509511 0.001129210988643044 0.0014163443547427653 0.00051437713981098343
leaf_weight=647 55 71 88 60 90 65 74 91 101 52 60 56 114 176 54 87 52 57 553 236 52 52
leaf_count=647 55 71 88 60 90 65 74 91 101 52 60 56 114 176 54 87 52 57 553 236 52 52
internal_value=0 0.00110874 0.00112849 0.00115351 0.00113725 0.000842356 0.000500216 0.000573066 0.00137362 0.000966498 0.00116216 0.00112126 0.000996271 0.00114704 0.000973322 0.000897171 0.000672965 0.00109443 0.00120719 0.00119226 0.00131212 0.000585643
internal_weight=0 2619 2548 2343 2182 205 324 250 161 140 1894 993 170 823 288 177 159 111 901 789 112 104
internal_count=2943 2619 2548 2343 2182 205 324 250 161 140 1894 993 170 823 288 177 159 111 901 789 112 104
is_linear=0
shrinkage=0.0032998


Tree=7074
num_leaves=22
num_cat=0
split_feature=4 3 48 0 16 11 15 4 0 4 3 123 12 12 0 4 4 3 4 4 0
split_gain=11.6083 2.86301 1.4651 0.89568 1.52162 0.752308 0.67427 0.640276 0.588076 1.14909 0.454599 0.632318 0.408146 0.40713 0.345779 0.289788 0.204018 0.197685 0.261043 0.16803 0.164396
threshold=0.27998000000000006 0.11745500000000002 0.12737000000000001 -0.029849999999999998 0.041025000000000006 1.0000000180025095e-35 -1.0000000180025095e-35 -0.070654999999999982 -0.12851999999999997 0.0019650000000000002 0.13772500000000001 0.090270000000000017 0.081320000000000017 0.089895000000000017 -0.105195 0.0049450000000000006 -0.50231999999999988 -0.13392999999999997 -0.088484999999999994 0.50996500000000011 -0.071299999999999988
decision_type=2 2 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 16 -3 12 9 -9 11 14 -1 20 -2 -15 -6 -14 -19 -16 -10
right_child=10 6 -4 4 5 -7 -8 8 13 -11 -12 -13 17 15 19 -17 -18 18 -20 -21 -22
leaf_value=0.001502483659600617 0.00073583487428753537 0.00081448910283831767 0.0005742600625791832 0.00047143306787470504 0.0010568228712816213 0.001365421408767546 0.00034260339781657962 0.00065710336361025532 0.0012077596122147816 0.001197966811739773 0.00020212154935535595 0.00017266235438902959 0.0014037493728461237 0.0011238832785168619 0.00031996034974887596 0.00096251425456535635 0.00077318435232758941 0.0010071757964303526 0.0012106814287076463 0.00058162362113277962 0.0010190428705363181
leaf_weight=54 89 86 53 58 60 67 54 87 567 85 74 52 52 341 52 195 54 79 669 57 58
leaf_count=54 89 86 53 58 60 67 54 87 567 85 74 52 52 341 52 195 54 79 669 57 58
internal_value=0 0.00109241 0.00111835 0.00113022 0.000937629 0.00108682 0.000632728 0.00115125 0.00110578 0.000924595 0.000430112 0.000497456 0.00122219 0.0011326 0.000582577 0.00106524 0.000922777 0.00120322 0.00118924 0.000457117 0.0011903
internal_weight=0 2619 2479 2426 239 181 140 2187 1333 172 324 250 854 1161 198 536 114 800 748 109 625
internal_count=2943 2619 2479 2426 239 181 140 2187 1333 172 324 250 854 1161 198 536 114 800 748 109 625
is_linear=0
shrinkage=0.0032998


Tree=7075
num_leaves=28
num_cat=0
split_feature=15 49 39 148 15 15 156 42 42 11 43 49 43 15 123 15 43 43 42 43 43 42 160 15 483 42 15
split_gain=8.98698 3.7212 2.10332 1.29027 0.99057 0.983548 0.967701 0.899092 0.852383 0.628008 0.682175 0.564553 0.510783 0.378096 0.35011 0.267317 0.263446 0.231862 0.206977 0.146687 0.134123 0.11818 0.109989 0.095134 0.027481 0.0248314 0.0121258
threshold=-0.26361999999999991 -0.032624999999999994 0.099350000000000008 -0.043434999999999994 0.062230000000000008 -0.19153499999999998 0.07881500000000001 1.0000000180025095e-35 0.085495000000000015 0.080070000000000016 -0.095964999999999981 -0.076494999999999994 0.0085250000000000031 0.11447500000000001 0.084380000000000024 -0.43091499999999999 -0.091164999999999982 0.090280000000000013 0.097255000000000022 -0.43328499999999998 -0.00080499999999999983 0.079890000000000017 -0.072114999999999985 -0.014669999999999997 0.087605000000000002 -0.046564999999999995 -0.47129499999999996
decision_type=2 2 2 2 2 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 4 -2 5 -3 11 9 23 10 -7 14 13 19 21 24 -10 18 -14 -6 -21 -5 -15 -9 26 -19 -1
right_child=1 2 -4 6 12 7 -8 8 16 -11 -12 -13 17 22 -16 -17 -18 25 -20 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00074303155866792443 0.00061868040364327357 0.0016511026052600652 0.00074856953067359712 0.0010705782958901299 0.0016652289614582073 0.0013979228440246857 0.0014333075170641664 0.0014740160217105434 0.0010447375518727749 0.0014545164058053514 0.0010642979701898634 0.0007004196488869358 0.0010598840029949421 0.0014085828922472815 0.00085048831133947118 0.00041881828005421506 0.001297198957645291 0.0013461160613027611 0.0013142738364816972 0.0014578156564621283 0.0016026800235355268 0.0012586575982347511 0.0012007706741068535 0.0016364366083204561 0.00060164910757432683 0.0014622131614843322 0.00065949071871734084
leaf_weight=52 81 75 66 88 52 81 69 114 53 71 403 57 64 52 58 68 373 52 83 560 86 69 70 70 52 58 52
leaf_count=52 81 75 66 88 52 81 69 114 53 71 403 57 64 52 58 68 373 52 83 560 86 69 70 70 52 58 52
internal_value=0 0.00128001 0.00133063 0.000994071 0.00134719 0.00128331 0.00108314 0.00125961 0.00134741 0.00116304 0.0011202 0.000994177 0.00142071 0.00146127 0.00107189 0.000592867 0.00126587 0.00129117 0.00120376 0.00149122 0.00147716 0.00115346 0.00128964 0.001536 0.000668509 0.00140765 0.0007016
internal_weight=0 2805 2383 422 2317 1240 341 1165 610 555 484 272 1077 820 215 224 426 257 147 698 646 157 122 184 156 110 104
internal_count=3029 2805 2383 422 2317 1240 341 1165 610 555 484 272 1077 820 215 224 426 257 147 698 646 157 122 184 156 110 104
is_linear=0
shrinkage=0.0032998


Tree=7076
num_leaves=27
num_cat=0
split_feature=4 2 12 150 15 16 2 15 16 4 49 15 11 2 0 4 15 0 42 43 49 15 4 0 4 16
split_gain=19.9112 5.49029 2.85789 1.53838 0.911572 0.822626 0.790839 0.610556 0.74697 0.60619 0.505814 0.49589 0.468993 0.422731 0.272232 0.378336 0.255445 0.253211 0.209105 0.178491 0.260157 0.127404 0.125258 0.120678 0.0463407 0.0399923
threshold=0.31392000000000003 0.14290000000000003 0.056995000000000011 0.083435000000000023 0.0047550000000000005 -0.49353499999999995 0.092155000000000015 -0.14585999999999996 0.15273500000000004 -1.0000000180025095e-35 -0.07929499999999999 -0.43091499999999999 1.0000000180025095e-35 0.12336000000000001 -0.12851999999999997 0.0040650000000000009 0.091600000000000015 -0.096109999999999987 0.11382000000000002 -0.07409499999999998 0.077505000000000018 -0.067614999999999995 0.51395000000000002 -0.077104999999999993 0.062600000000000017 -0.067654999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 13 14 -1 9 -9 -5 22 16 -2 -4 17 19 -16 -19 21 -21 -8 -7 -18 -17 -25
right_child=5 -3 6 10 -6 11 12 8 -10 -11 -12 -13 -14 -15 15 24 23 18 -20 20 -22 -23 -24 25 -26 -27
leaf_value=0.0012660964437741879 0.00051460845792260668 0.00028631966345880801 0.0014265556902158466 0.00075959913969472661 0.0013892719317120186 0.00029461377328102243 0.00098024159099516922 0.00062741389346401377 0.0011570567975728316 0.00099447763258781385 0.00034664311750112059 -0.00020730703533502592 0.0012876433301552378 0.00014771805611627463 0.0014425042277797101 0.0011110378996427126 0.0010066114960806537 0.0012275584922991046 0.0010486257889158871 0.00073691722269157635 0.0010114275939276784 0.0011713908871157585 6.5608474878946156e-05 0.0012621053395255773 0.00099188361492296394 0.0011332769796281246
leaf_weight=54 98 89 66 87 59 52 104 122 78 83 52 55 96 53 58 88 59 1119 79 66 92 65 53 58 76 68
leaf_count=54 98 89 66 87 59 52 104 122 78 83 52 55 96 53 58 88 59 1119 79 66 92 65 53 58 76 68
internal_value=0 0.0010929 0.00112019 0.000904663 0.00100963 0.000211339 0.00117524 0.000943061 0.000881297 0.000776202 0.000605365 4.62205e-05 0.00107449 0.000386066 0.00121644 0.00120665 0.00103445 0.00122629 0.00121579 0.000978224 0.000896982 0.00105397 0.000179356 0.00113365 0.00105603 0.00119286
internal_weight=0 2718 2629 535 396 311 2094 337 283 205 139 160 608 151 1486 1420 512 1256 1198 327 158 169 105 185 164 126
internal_count=3029 2718 2629 535 396 311 2094 337 283 205 139 160 608 151 1486 1420 512 1256 1198 327 158 169 105 185 164 126
is_linear=0
shrinkage=0.0032998


Tree=7077
num_leaves=20
num_cat=0
split_feature=4 2 150 1 1 2 12 49 15 11 2 4 15 16 49 4 52 1453 12
split_gain=13.928 3.53762 1.69941 1.81484 1.1969 0.665168 0.504178 0.485725 0.464122 0.429142 0.416635 0.367704 0.316632 0.289335 0.201728 0.190637 0.211932 0.170896 0.114093
threshold=0.31392000000000003 0.14561000000000004 0.082085000000000019 0.092485000000000026 0.12000500000000001 0.092155000000000015 -0.088189999999999977 -0.08428999999999999 -0.15300999999999995 1.0000000180025095e-35 -1.0000000180025095e-35 0.41823000000000005 -0.43091499999999999 -0.011694999999999999 -0.011669999999999998 -0.013359999999999999 0.029970000000000007 -0.049834999999999997 0.080635000000000012
decision_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 13 11 8 -7 -5 -1 15 -10 -2 -6 -4 -12 18 -17 -16 -8
right_child=4 -3 3 7 12 6 9 -9 10 -11 14 -13 -14 -15 17 16 -18 -19 -20
leaf_value=0.0014468407800016371 0.00037605405670000115 0.00038289207096801078 0.00091578622019212119 0.00079696451891552681 0.00029185790369996633 0.00075942947327979019 0.0011910691573502087 0.00039331433107969152 0.00091551745664901788 0.0012855854572884715 0.0013385329074989856 0.00073152072858299834 1.5033779524044347e-05 0.0012025744566223472 0.0010045855314189526 0.00089400222786831544 0.0010761600642503338 0.0011643867471308464 0.0010543187142105471
leaf_weight=61 57 79 65 58 95 63 96 75 79 89 71 73 86 99 81 161 129 1246 266
leaf_count=61 57 79 65 58 95 63 96 75 79 89 71 73 86 99 81 161 129 1246 266
internal_value=0 0.00107164 0.00109224 0.000856597 0.00033428 0.00112211 0.00104476 0.000569607 0.00116252 0.00106897 0.00115075 0.000575933 0.000160523 0.00108912 0.00116402 0.00103935 0.000975153 0.00115466 0.00109068
internal_weight=0 2718 2639 297 311 2342 804 133 1538 741 1477 130 181 164 1398 652 290 1327 362
internal_count=3029 2718 2639 297 311 2342 804 133 1538 741 1477 130 181 164 1398 652 290 1327 362
is_linear=0
shrinkage=0.0032998


Tree=7078
num_leaves=19
num_cat=0
split_feature=9 4 0 43 1375 0 4 16 43 43 52 3 49 16 12 4 49 3
split_gain=0.472498 0.258364 0.204308 0.371821 0.215652 0.194443 0.169565 0.122548 0.120373 0.184419 0.161058 0.148758 0.135611 0.0539771 0.0430802 0.0323575 0.118594 0.0185889
threshold=0.092645000000000019 0.26546000000000003 0.040570000000000002 -0.079824999999999993 -0.089714999999999975 -0.16926499999999997 -0.47860499999999995 -0.42170999999999997 -0.081189999999999984 -0.080104999999999996 -0.53299999999999992 -0.11749 -0.081324999999999995 -0.010504999999999999 0.087915000000000007 0.5567700000000001 -1.0000000180025095e-35 -0.097199999999999995
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 17 14 10 -10 -7 -11 -12 -9 15 16 -3 -5
right_child=-2 7 3 6 5 8 -8 13 9 11 12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0011422977490550177 -0.0088215723219230713 0.002404855398297294 -0.0090172269117069093 0.012722568964920104 0.015791886288594993 0.01885045705132839 -0.0010841080403431662 -0.0056118705245292826 -0.0022154150547102226 0.01597140521929059 0.0028217380762159492 0.0071761758221350544 0.010007676190012818 0.0018680199860143386 0.00092639018990560158 0.0028845427457656397 0.013765541716617688 0.0081667405848893006
leaf_weight=70 54 53 57 57 95 52 52 57 57 57 86 1428 587 52 58 53 52 52
leaf_count=70 54 53 57 57 95 52 52 57 57 57 86 1428 587 52 58 53 52 52
internal_value=0 0.00704825 0.00759782 0.00265002 0.0080406 0.0083135 0.00679182 0.00256162 0.00799932 0.00715413 0.00979447 0.00751498 0.00909208 -0.002027 0.00488549 0.00632747 0.00804821 0.0105656
internal_weight=0 2975 2650 218 2432 2362 161 325 2267 1542 725 1485 673 109 216 158 105 109
internal_count=3029 2975 2650 218 2432 2362 161 325 2267 1542 725 1485 673 109 216 158 105 109
is_linear=0
shrinkage=0.16829


Tree=7079
num_leaves=27
num_cat=0
split_feature=1 2 1213 3 3 16 4 49 52 1 2 13 2 2 2 3 4 42 42 49 2 4 2 3 43 16
split_gain=0.322068 0.149182 0.128453 0.16644 0.330822 0.220966 0.185367 0.143498 0.127963 0.121142 0.228523 0.16412 0.107426 0.139606 0.101931 0.152603 0.129492 0.169322 0.11485 0.105157 0.093523 0.132545 0.106399 0.0568295 0.0476371 0.0380354
threshold=0.12381000000000002 0.092250000000000013 0.066300000000000012 -0.14088999999999999 -0.09738999999999999 0.10134000000000001 -0.0086549999999999978 0.10393500000000001 0.048535000000000002 0.10877000000000002 -0.080859999999999974 -0.066634999999999986 0.10155500000000002 0.10892 0.089865000000000014 0.085880000000000012 -0.075324999999999989 -0.015084999999999998 0.083725000000000008 0.10449500000000002 -0.040939999999999997 0.5124550000000001 0.14744000000000002 0.0066850000000000008 -0.071734999999999979 -0.040874999999999995
decision_type=2 2 2 2 2 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 -5 -3 12 8 -8 10 -1 -11 25 -14 15 16 17 -12 -16 -18 -2 22 23 -22 -9 -6
right_child=20 2 -4 4 6 -7 7 24 -10 11 14 -13 13 -15 18 -17 19 -19 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=-0.0028411216858137585 -0.0060960194056155258 0.018376607564636559 -0.0033124738640832158 -0.0087125406667483488 0.0084646388571021029 0.0045421612226983288 -0.0015160390147852532 0.00409382197577959 0.0057004664014222578 0.018571639992839652 0.0087692343802880553 0.0061666064406743814 0.018124242880446607 0.0076472971484975553 0.01597733371634296 -0.0015602073674037898 0.0096254215846592397 0.0034461459541222867 0.0067851101286602175 0.0017979624712245196 0.0034648783632111268 -0.0050999821721034863 -0.0012187258985007316 0.011178193414095875 0.011153088180263225 0.0033098483579340832
leaf_weight=67 53 58 55 53 62 76 214 52 103 60 281 62 53 116 76 60 545 430 80 54 56 60 67 54 59 123
leaf_count=67 53 58 55 53 62 76 214 52 103 60 281 62 53 116 76 60 545 430 80 54 56 60 67 54 59 123
internal_value=0 0.00619159 0.00457939 0.00502918 0.00414208 0.0105436 0.0050156 0.00265286 0.000823089 0.00715316 0.00675923 0.0122822 0.00786718 0.0109436 0.00718192 0.00671454 0.00709491 0.00555245 0.0112749 0.00892277 0.00028731 0.00172239 0.0040452 0.00726775 0.00786223 0.00504711
internal_weight=0 2739 1024 969 835 134 782 428 317 1715 1593 122 354 169 1526 1370 1310 711 156 599 290 237 177 110 111 185
internal_count=3029 2739 1024 969 835 134 782 428 317 1715 1593 122 354 169 1526 1370 1310 711 156 599 290 237 177 110 111 185
is_linear=0
shrinkage=0.16829


Tree=7080
num_leaves=11
num_cat=0
split_feature=40 123 1211 10 10 14 1455 1455 51 48
split_gain=0.206996 0.1395 0.136504 0.12396 0.150915 0.137172 0.102823 0.183814 0.157684 0.0955085
threshold=-0.08440499999999998 0.10832000000000001 0.10971000000000002 -0.092019999999999977 -0.0034499999999999995 0.073890000000000011 0.083055000000000018 0.090900000000000022 0.090380000000000016 0.085760000000000017
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 -5 6 8 -8 -6 -1
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11
leaf_value=0.0017029845701211021 -0.0030878809456724521 -0.0040249323509764139 -0.0022647615647337161 0.014019471170846828 0.0054239527008682351 0.011290512899512951 -0.007313836754575689 0.004654762494887341 0.00074943527597901211 -0.0080240200150194368
leaf_weight=63 53 52 76 53 2136 93 55 107 227 52
leaf_count=63 53 52 76 53 2136 93 55 107 227 52
internal_value=0 0.00459308 0.00475377 0.00495025 0.00511042 0.00492937 0.00469437 0.000580259 0.00497566 -0.00267969
internal_weight=0 2852 2800 2724 2671 2618 2525 162 2363 115
internal_count=2967 2852 2800 2724 2671 2618 2525 162 2363 115
is_linear=0
shrinkage=0.16829


Tree=7081
num_leaves=25
num_cat=0
split_feature=49 0 43 13 3 0 13 3 1 0 1454 0 16 16 49 475 16 0 1212 3 50 3 49 1
split_gain=0.342922 0.203993 0.242553 0.147283 0.137939 0.172637 0.131311 0.189682 0.127958 0.21715 0.20481 0.175838 0.232074 0.254753 0.16098 0.157832 0.146446 0.14532 0.140046 0.128417 0.193685 0.139643 0.0773364 0.0285553
threshold=-0.21083999999999997 -0.062109999999999992 -0.16130499999999998 -0.10142999999999998 0.085880000000000012 0.12503500000000004 -0.071564999999999976 -0.044539999999999989 0.087055000000000007 -0.15530999999999998 0.079885000000000012 -0.12851999999999997 -0.33811499999999994 -0.083144999999999983 -0.0086549999999999978 -0.086424999999999988 -0.0070549999999999996 -0.098064999999999986 -0.087844999999999993 -0.081224999999999978 0.08981500000000002 -0.078254999999999977 0.11447000000000002 0.11406500000000001
decision_type=2 2 2 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 -5 -8 9 -2 15 12 23 -14 -13 -11 -15 -16 -17 20 -19 -21 -20 -10
right_child=1 2 3 4 -6 -7 7 -9 11 10 -12 14 13 16 17 18 -18 19 22 21 -22 -23 -24 -25
leaf_value=-0.0086896556361222288 0.014001970639310409 -0.0090096903859813813 -0.006080587898766524 0.0079060907410429711 0.011195088831881516 0.01001071047503716 0.0012263164809263182 -0.0099720587958956452 0.0084097278392363736 0.014388715491718523 -0.0035087268440336362 -0.0023263790189920778 -0.013420477991566628 0.0062076925357249131 0.013303129835471647 -0.000919907146231933 -0.0060798292154215878 0.014319585598806724 0.0059268477221794047 -0.0042938337175045839 0.0022183963274743069 0.0045085321666427447 0.00013595786285044444 0.0027636516950043616
leaf_weight=63 80 62 54 54 54 64 193 55 52 54 76 83 59 57 62 101 53 79 1129 66 72 223 70 52
leaf_count=63 80 62 54 54 54 64 193 55 52 54 76 83 59 57 62 101 53 79 1129 66 72 223 70 52
internal_value=0 0.00385207 0.000883232 0.00218103 0.00324752 0.00207002 0.000381274 -0.00124995 0.00452331 0.00545715 0.00497786 0.00287773 -0.000643193 -0.00449823 0.0045239 0.00545554 0.000271009 0.0056601 0.00508309 0.00457904 0.00856138 0.00249209 0.00559026 0.00560396
internal_weight=0 2904 536 474 420 366 302 248 2368 1510 1430 858 273 169 585 1354 110 502 1300 440 151 289 1199 104
internal_count=2967 2904 536 474 420 366 302 248 2368 1510 1430 858 273 169 585 1354 110 502 1300 440 151 289 1199 104
is_linear=0
shrinkage=0.16829


Tree=7082
num_leaves=19
num_cat=0
split_feature=39 4 4 13 3 3 13 4 3 4 16 16 42 13 3 42 4 16
split_gain=0.212328 0.184568 0.134324 0.136624 0.333554 0.127923 0.134436 0.178257 0.170529 0.217771 0.103373 0.116369 0.124518 0.106665 0.0736393 0.0619458 0.0527429 0.0204795
threshold=0.12669500000000003 -0.50810499999999992 0.0033150000000000007 -0.11210999999999999 0.12168500000000002 -0.15870999999999996 -0.14545999999999995 -9.4999999999999992e-05 0.08796000000000001 -0.10701499999999999 -0.42170999999999997 -0.11158 0.087885000000000019 -0.0040999999999999986 -0.08916499999999998 0.089165000000000008 0.40441500000000002 0.40518500000000007
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 16 10 17 -7 8 9 -8 14 12 -12 -13 -5 -16 -4 -3
right_child=-2 2 3 4 -6 6 7 -9 -10 -11 11 13 -14 -15 15 -17 -18 -19
leaf_value=-0.0047876488234858544 -0.0075640116746116337 0.012180210445575325 0.0030364756640319621 -0.00071867925649715756 -0.012215324562605196 -0.0032757643176922796 -0.0049819369874334104 0.012342050219944219 0.01132903882370484 0.0038568653725726525 -0.008994829208927026 -0.00036788936220310625 0.0019567572956370469 0.0056960422670569166 0.0089044092099258981 0.0020785878265540372 0.010024604626653773 0.0074067195873522996
leaf_weight=80 53 54 58 52 52 72 83 72 81 1553 67 219 52 131 108 59 67 54
leaf_count=80 53 54 58 52 52 72 83 72 81 1553 67 219 52 131 108 59 67 54
internal_value=0 0.00317465 0.00340005 0.00164857 0.000776567 0.00416857 0.00384021 0.00412761 0.0037821 0.00340734 0.00176112 0.000347367 -0.00419416 0.00189662 0.00478056 0.00650365 0.00679649 0.0098101
internal_weight=0 2914 2834 865 740 1969 1861 1789 1717 1636 688 469 119 350 219 167 125 108
internal_count=2967 2914 2834 865 740 1969 1861 1789 1717 1636 688 469 119 350 219 167 125 108
is_linear=0
shrinkage=0.16829


Tree=7083
num_leaves=16
num_cat=0
split_feature=39 1446 1211 1 16 3 1 1456 484 160 1210 1203 150 16 160
split_gain=0.146939 0.150617 0.0941776 0.0887691 0.128279 0.115705 0.167796 0.112968 0.234454 0.12307 0.110345 0.11486 0.105577 0.101663 0.0790727
threshold=0.12669500000000003 0.11061000000000001 0.10971000000000002 0.11156000000000001 -0.49353499999999995 0.3148450000000001 0.13535500000000003 -0.078314999999999982 0.12342000000000002 -0.021314999999999997 -0.080804999999999974 0.088205000000000019 0.077110000000000012 -0.081904999999999992 -0.42353999999999997
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 12 8 9 -1 13 14 -6 -9 -12
right_child=-2 -3 -4 4 5 -7 -8 10 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.010630672927082797 -0.0062910660269624701 -0.0059149534125756452 -0.0030210742851237609 0.0061791170272630699 0.00035768407935621684 -0.0080639203379203987 0.0080170921797245998 0.0038269465769506681 0.008808926855118554 -0.00020227026424786803 0.0082925420991974974 0.011300370568629526 -0.00828169975927197 -0.0057318869495116753 0.0035525646864243855
leaf_weight=53 53 57 76 97 173 52 66 61 54 82 106 60 52 65 1860
leaf_count=53 53 57 76 97 173 52 66 61 54 82 106 60 52 65 1860
internal_value=0 0.0026407 0.00281202 0.00297208 0.000773658 -0.000749762 0.000551062 0.00338451 -0.000552009 -0.00430969 0.00373107 0.00403178 -0.00163099 -0.00108994 0.00380904
internal_weight=0 2914 2857 2781 440 343 291 2341 189 135 2152 2026 225 126 1966
internal_count=2967 2914 2857 2781 440 343 291 2341 189 135 2152 2026 225 126 1966
is_linear=0
shrinkage=0.16829


Tree=7084
num_leaves=31
num_cat=0
split_feature=1 12 0 1 1 14 12 13 0 12 49 47 1 40 1 49 475 1 12 12 13 1 159 0 13 49 13 13 133 133
split_gain=20.4368 3.44912 2.22342 2.1814 2.05681 1.87674 1.624 1.2418 0.724429 0.54342 0.49369 0.567684 0.459506 0.404765 0.480589 0.398412 0.363865 0.528223 0.295206 0.2379 0.223937 0.206234 0.191579 0.204591 0.162651 0.13864 0.135815 0.129332 0.0878989 0.023323
threshold=0.10509 0.085075000000000026 -0.063819999999999988 0.12545500000000001 0.093435000000000004 0.073890000000000011 0.085845000000000019 -0.09057999999999998 0.148925 0.092755000000000018 -0.052004999999999989 0.09023500000000001 0.081720000000000015 -0.062739999999999976 0.121715 0.10470500000000001 -0.076474999999999987 1.0000000180025095e-35 -0.092484999999999984 0.080635000000000012 -0.064249999999999988 0.11378500000000001 -0.017619999999999997 -0.13409999999999997 -0.048579999999999991 0.084435000000000024 -0.085234999999999991 -0.068484999999999976 0.077945 0.093995000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 21 5 9 -6 18 12 16 -9 13 20 -12 -15 24 17 25 -2 -14 -4 -3 26 -24 29 -1 -18 -8 -26 -11
right_child=1 3 8 -5 6 -7 27 10 -10 15 11 -13 19 14 -16 -17 22 -19 -20 -21 -22 -23 23 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0013257003438092237 0.00038806459267389247 0.0013505525922277543 0.0011985746157197098 0.00050891844391289692 0.00072881163648919652 0.001912567338192002 0.0014140488153049019 0.00088733048102278657 0.00073814330390497846 0.0011800548587820013 0.0006734487055572733 0.00083259714305723969 0.0011757593894563515 0.00054318207373308671 0.00010926623517032032 0.0010387279484758453 0.0017083803954772031 0.0010296514650747456 6.6532057529817477e-05 0.001475291884390809 0.00092060898540335858 0.0011066831817087741 0.0012611385404687526 0.0014531833573650569 0.0013318284752364426 0.0015271886821177675 0.0014934222978922711 0.001193966794808576 0.0014771459368678401 0.0012846273643527591
leaf_weight=104 63 76 53 66 86 82 71 61 54 53 61 59 67 59 53 59 53 56 62 54 84 81 68 886 114 64 98 55 89 76
leaf_count=104 63 76 53 66 86 82 71 61 54 53 61 59 67 59 53 59 53 56 62 54 84 81 68 886 114 64 98 55 89 76
internal_value=0 0.000681641 0.00134722 0.00101319 0.00138744 0.00142367 0.00107931 0.000504675 0.00108749 0.00140034 0.00062222 0.000552363 0.00116048 0.000456588 0.000338161 0.00129129 0.0014324 0.00130957 0.000228866 0.00130973 0.0010284 0.00122496 0.00145727 0.00143953 0.00133607 0.00140267 0.0015691 0.00131826 0.00139571 0.00124194
internal_weight=0 641 2326 223 2014 1802 212 418 312 1720 293 232 258 173 112 391 1329 224 125 121 137 157 1105 954 332 168 151 126 203 129
internal_count=2967 641 2326 223 2014 1802 212 418 312 1720 293 232 258 173 112 391 1329 224 125 121 137 157 1105 954 332 168 151 126 203 129
is_linear=0
shrinkage=0.0032998


Tree=7085
num_leaves=11
num_cat=0
split_feature=11 124 41 40 13 15 34 130 15 130
split_gain=0.236622 0.214974 0.18335 0.115275 0.153766 0.250754 0.107753 0.100121 0.0941407 0.0643054
threshold=0.089795000000000014 0.0049200000000000008 0.085175000000000015 0.088710000000000011 -0.16392499999999996 -0.082809999999999981 -0.083659999999999998 -0.077029999999999987 0.094410000000000008 -0.12279499999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 9 -9 -8
right_child=-2 -3 -4 -5 6 -7 7 8 -10 -11
leaf_value=0.0046087698873777542 -0.0048122560764123417 -0.0057345412272935036 0.011956011774436615 0.011381201422836587 -0.0032180212728711317 -0.0097860218245500313 0.0031265191582575242 0.0037813141421345286 0.0067839970490451047 -0.0045029008561416669
leaf_weight=75 96 67 78 54 60 63 63 1979 350 62
leaf_count=75 96 67 78 54 60 63 63 1979 350 62
internal_value=0 0.00367457 0.00390166 0.00366883 0.00351111 -0.00194975 0.00381159 0.00398419 0.00423333 -0.000643301
internal_weight=0 2851 2784 2706 2652 138 2514 2454 2329 125
internal_count=2947 2851 2784 2706 2652 138 2514 2454 2329 125
is_linear=0
shrinkage=0.16829


Tree=7086
num_leaves=15
num_cat=0
split_feature=0 12 12 0 124 0 16 474 14 1 42 1 43 393
split_gain=0.190018 0.20754 0.16605 0.300417 0.136956 0.175699 0.0960352 0.0887876 0.120854 0.155936 0.120169 0.0887313 0.0772102 0.0740537
threshold=0.0040950000000000005 0.098595000000000016 -0.079959999999999989 0.060910000000000006 0.0049200000000000008 -0.037444999999999992 0.18879500000000002 0.085960000000000023 -0.13131999999999996 0.13300500000000001 0.079890000000000017 0.122075 -0.082739999999999994 0.097165000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 7 -5 8 -1 11 -9 13 -12 -10
right_child=1 -3 3 6 -6 -7 -8 10 9 -11 12 -13 -14 -15
leaf_value=0.010732834591017482 -0.0074347739939352167 -0.01034929480941024 -0.0046911823583142406 0.013904921396121069 -0.0045282770461925782 0.01095119643882159 0.0038014745113769768 -0.0064668052797611482 0.0032285853204228787 -0.0031496416272078281 0.0064823105437989128 0.010425188670452817 -0.0011047786741296077 0.0084040957198326417
leaf_weight=64 52 57 77 56 62 86 52 60 1993 101 71 53 81 82
leaf_count=64 52 57 77 56 62 86 52 60 1993 101 71 53 81 82
internal_value=0 -0.00122921 0.000956652 0.00332503 0.00327577 0.00346321 0.00905693 0.00320542 0.00351008 0.0033019 -8.13743e-05 0.00360894 0.00242737 0.00343398
internal_weight=0 294 237 185 2653 2591 108 2505 2293 2229 212 2128 152 2075
internal_count=2947 294 237 185 2653 2591 108 2505 2293 2229 212 2128 152 2075
is_linear=0
shrinkage=0.16829


Tree=7087
num_leaves=20
num_cat=0
split_feature=3 2 3 2 157 2 3 2 52 49 157 129 403 2 150 403 2 16 3
split_gain=0.15166 0.0907881 0.0848128 0.182835 0.172199 0.160314 0.113475 0.104667 0.0939654 0.0879927 0.10095 0.084174 0.0851567 0.312727 0.0837315 0.0763998 0.0757427 0.0564738 0.0353096
threshold=0.35004500000000011 0.16993500000000003 -0.10690999999999999 0.080495000000000011 -1.0000000180025095e-35 -0.007134999999999999 -0.014924999999999999 0.084855000000000014 0.06136500000000001 -0.016249999999999997 -0.0089949999999999978 0.088210000000000011 -0.097839999999999996 0.089545000000000013 0.094620000000000024 -0.17184499999999997 0.097300000000000011 -0.07964499999999998 -0.22442499999999996
decision_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 -4 9 16 -7 -11 12 13 -9 -14 -12 -6 -13 -18
right_child=-2 -3 5 4 8 7 -8 11 -10 10 15 17 14 -15 -16 -17 18 -19 -20
leaf_value=0.0075199640325479189 -0.0049638636475480627 -0.0044051275786195507 0.002561184782274521 0.0062106218540321865 0.0038256244247575387 0.011563736845360197 -0.0076256455694326377 -0.011106323374125046 -0.008562709026528649 -0.0017548749029366721 0.0097592712335220558 0.0020055908686019306 0.0038452819412228278 0.0049919882180746557 -0.00032184146632070634 0.0043883495144003129 -0.00087404153042411152 -0.0054404757887964519 -0.0070902858429619216
leaf_weight=79 78 52 58 63 53 54 66 54 76 66 88 56 1154 93 154 539 53 59 52
leaf_count=79 78 52 58 63 53 54 66 54 76 66 88 56 1154 93 154 539 53 59 52
internal_value=0 0.00254967 0.00267869 0.00032054 -0.00158841 0.00304119 -0.00284635 0.00335705 -0.00369583 0.0049994 0.0044853 0.00257448 0.00292138 -0.000909456 0.00335328 0.00514503 -0.00134342 -0.00179894 -0.00396967
internal_weight=0 2869 2817 376 297 2441 124 2317 234 747 693 1570 1455 147 1308 627 158 115 105
internal_count=2947 2869 2817 376 297 2441 124 2317 234 747 693 1570 1455 147 1308 627 158 115 105
is_linear=0
shrinkage=0.16829


Tree=7088
num_leaves=30
num_cat=0
split_feature=1 3 2 3 43 4 2 1 0 0 12 1 0 1 14 4 133 483 481 0 3 13 12 3 133 133 16 43 43
split_gain=10.1767 2.62301 0.89018 0.784445 0.99416 0.577701 0.575536 0.540629 0.404954 0.30752 0.295418 0.295323 0.230798 0.236107 0.219366 0.220557 0.157994 0.186909 0.150822 0.112735 0.0909021 0.0881355 0.0769211 0.0873866 0.070776 0.0679103 0.0676195 0.104154 0.0400815
threshold=0.10123500000000001 -0.049204999999999992 0.11504500000000002 0.30863500000000005 -0.025079999999999995 0.27998000000000006 0.088905000000000026 0.088470000000000007 0.10446500000000002 -0.070134999999999989 0.098785000000000012 0.10970000000000001 -0.037444999999999992 0.12040000000000002 0.076450000000000004 0.008570000000000003 -0.010344999999999998 0.088610000000000008 -0.048929999999999994 -0.11825999999999999 -0.082824999999999982 -0.060719999999999989 0.023990000000000004 -0.075714999999999991 0.052120000000000007 0.089400000000000021 -0.092864999999999989 -0.0054649999999999985 -0.0039049999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 10 4 12 -6 9 8 18 14 11 -2 13 -3 15 16 26 20 -8 -5 -18 24 -23 -24 28 -26 -1 -28 -20
right_child=1 3 -4 19 5 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 21 -21 -22 22 23 -25 25 -27 27 -29 -30
leaf_value=0.00095333347404735422 0.00060083097647023302 0.00010239845508735787 0.00022729144893877747 -8.0204730535728807e-06 0.0006079532631965526 0.00020542723518169337 0.00087081598075647066 0.0004422289778169411 0.00044151562856526415 0.0005787329178107883 0.0004910336779027515 0.00092035737766635382 0.00023798802139359942 -0.00017315783800052207 0.00098291347995795725 0.00059316246345104701 0.00081631166476504164 0.00058799474847420058 0.00075277176073540171 -0.00021697821293849528 0.00073215175226198264 0.00077882629354031102 0.00068493741561337135 0.00056180468986316448 0.00088217167289455839 0.0007454366009940303 0.00089544615238998501 0.00076963090583183119 0.00062820599693848538
leaf_weight=63 73 76 77 62 78 78 68 100 62 78 87 57 52 61 65 64 362 61 54 52 249 62 219 94 58 159 144 158 74
leaf_count=63 73 76 77 62 78 78 68 100 62 78 87 57 52 61 65 64 362 61 54 52 249 62 219 94 58 159 144 158 74
internal_value=0 0.000289431 0.000532817 0.000133461 0.000211911 0.000406916 0.000734115 0.000672689 0.000699761 0.000780996 0.000641066 0.000741202 5.07674e-05 -2.00374e-05 0.000794496 0.000783341 0.000795044 0.000764507 0.000720035 -0.000103644 0.000782072 0.000705746 0.000669783 0.000648071 0.000744733 0.000782146 0.000851168 0.000829739 0.000681032
internal_weight=0 753 294 459 345 156 2194 950 850 1244 217 130 189 137 1166 1101 1037 672 788 114 611 720 375 313 345 217 365 302 128
internal_count=2947 753 294 459 345 156 2194 950 850 1244 217 130 189 137 1166 1101 1037 672 788 114 611 720 375 313 345 217 365 302 128
is_linear=0
shrinkage=0.0032998


Tree=7089
num_leaves=17
num_cat=0
split_feature=10 33 10 13 402 1213 2 1443 15 12 16 16 16 13 155 16
split_gain=0.146788 0.154968 0.241186 0.121296 0.202506 0.12302 0.122432 0.101165 0.103806 0.127289 0.110427 0.22962 0.112075 0.0608266 0.0382268 0.0351582
threshold=-1.0000000180025095e-35 0.084300000000000014 -0.23313499999999995 0.041960000000000004 0.085200000000000012 0.11864000000000001 0.093470000000000011 1.0000000180025095e-35 0.12625000000000003 0.11160500000000002 0.066010000000000013 0.16703000000000004 0.041025000000000006 0.11671500000000001 0.082265000000000019 -0.078504999999999991
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 7 13 8 9 10 12 -12 -2 -5 15 -8
right_child=3 -3 -4 4 -6 -7 14 -9 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=0.0028608533201094975 0.0025141493560293057 0.0052188407405062334 -0.012390690422761957 0.0019590561195249544 -0.0090372649236697567 0.0092430079898265186 0.00060880434964808209 0.0094073514596799915 0.0088767151506118479 -0.004672455202280627 0.01573306883038271 0.0036580686800109616 -0.0040888874315351837 0.0084187571844214597 0.0022468088733324726 -0.0049183799704933867
leaf_weight=52 1632 53 67 91 59 92 52 67 76 67 53 287 76 77 61 85
leaf_count=52 1632 53 67 91 59 92 52 67 76 67 53 287 76 77 61 85
internal_value=0 -0.00233268 -0.00571105 0.00272837 0.000107688 0.00320156 0.00158678 0.00295461 0.00275647 0.0025357 0.00277239 0.00554563 0.00221929 0.00493045 -0.00124119 -0.00280736
internal_weight=0 172 119 2775 425 2350 366 2258 2191 2115 2048 340 1708 168 198 137
internal_count=2947 172 119 2775 425 2350 366 2258 2191 2115 2048 340 1708 168 198 137
is_linear=0
shrinkage=0.16829


Tree=7090
num_leaves=13
num_cat=0
split_feature=8 51 43 16 15 43 16 1453 130 15 1186 49
split_gain=0.183241 0.137203 0.244483 0.345405 0.157536 0.146267 0.0919784 0.0917687 0.0781913 0.0712838 0.10811 0.0873099
threshold=1.0000000180025095e-35 -0.23823499999999997 -0.18906999999999999 -1.0000000180025095e-35 0.13954000000000003 -0.48891499999999993 0.51524500000000006 -0.064559999999999992 -0.087334999999999982 -0.094389999999999988 0.048730000000000002 -0.016249999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 7 -3 -1 -4 -9 11 -11 -10
right_child=-2 2 4 -5 -6 -7 -8 8 9 10 -12 -13
leaf_value=0.010033717098160644 0.011019667576953418 0.0070461487998348437 -0.0026697183132109135 -0.015765438726209731 -0.0058099420879862852 -0.0046616980752830269 0.0020762004785999143 -0.0037866883845194548 -0.0054747565723646703 0.0030610014437933834 0.010585277300997335 0.0017846459537028177
leaf_weight=100 67 55 95 52 67 67 71 52 52 1779 56 473
leaf_count=100 67 55 95 52 67 67 71 52 52 1779 56 473
internal_value=0 0.00211111 0.0018224 -0.0042793 0.00223557 0.000601704 0.00674023 0.0024513 0.00265375 0.00279642 0.0032916 0.0010622
internal_weight=0 2919 2748 174 2574 122 171 2507 2412 2360 1835 525
internal_count=2986 2919 2748 174 2574 122 171 2507 2412 2360 1835 525
is_linear=0
shrinkage=0.16829


Tree=7091
num_leaves=27
num_cat=0
split_feature=1 3 150 1 1 3 0 3 3 52 4 0 16 160 4 3 159 11 0 15 4 16 480 52 0 3
split_gain=9.63133 2.11312 0.846193 1.29951 0.781612 0.663999 0.582031 0.540219 0.509006 0.451976 0.420254 0.368968 0.349208 0.317068 0.293558 0.226626 0.222377 0.238956 0.202809 0.167502 0.148844 0.145782 0.207007 0.155318 0.135525 0.0547178
threshold=0.10455000000000002 -0.053364999999999996 0.081245000000000026 0.085110000000000005 0.12257000000000003 0.10402500000000002 -0.079249999999999987 0.3148450000000001 0.090170000000000014 -0.070529999999999995 -0.44205499999999992 -0.038724999999999989 -0.075724999999999987 -0.081594999999999987 0.028075000000000006 -0.10519499999999998 0.11396500000000001 1.0000000180025095e-35 -0.074679999999999983 -0.09416999999999999 -0.017399999999999995 -0.098494999999999985 0.087055000000000007 0.085175000000000015 -0.067134999999999986 -0.081184999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 13 9 6 16 8 18 -2 -8 20 -5 -4 -10 -11 17 21 -3 -20 25 23 -23 -1 -22 -12
right_child=1 7 3 12 -6 -7 10 -9 14 15 11 -13 -14 -15 -16 -17 -18 -19 19 -21 24 22 -24 -25 -26 -27
leaf_value=0.0011056619976585575 0.001315657258882401 0.00041875048095007519 0.0010670365235657512 0.00056056754463464423 0.00062868084707059916 0.00083954324923635551 0.001332142634450041 0.00035286640822129961 0.00099754968877882448 0.00080858949849906198 0.0012024241515937459 0.00087465492916092473 0.00092534992355557436 0.0014112635035128387 0.00067856940542025917 0.0011136240432397318 0.0010327883975365388 0.0014514401789148404 0.00050653769700294466 0.00076154636145981053 0.00093728694724581148 0.0012753672488785429 0.0010916254042376229 0.0012957824992211402 0.001158771068095456 0.001119363368507852
leaf_weight=154 62 88 64 60 53 56 96 88 52 55 186 74 56 56 83 54 53 66 59 56 78 929 75 72 53 208
leaf_count=154 62 88 64 60 53 56 96 88 52 55 186 74 56 56 83 54 53 66 59 56 78 929 75 72 53 208
internal_value=0 0.000720684 0.00117498 0.000986782 0.000980378 0.00119611 0.00120587 0.000584048 0.000644134 0.00108918 0.00112775 0.00109494 0.000736973 0.00122797 0.000801697 0.000960031 0.00124608 0.00125478 0.000539176 0.000631022 0.00112592 0.0012442 0.00126168 0.00116639 0.00102716 0.00115866
internal_weight=0 650 2336 236 224 2100 2044 426 338 171 695 599 116 120 135 109 1349 1296 203 115 525 1230 1004 226 131 394
internal_count=2986 650 2336 236 224 2100 2044 426 338 171 695 599 116 120 135 109 1349 1296 203 115 525 1230 1004 226 131 394
is_linear=0
shrinkage=0.0032998


Tree=7092
num_leaves=17
num_cat=0
split_feature=52 16 15 0 4 52 52 13 43 42 1210 3 1203 42 4 4
split_gain=0.129067 0.171318 0.106221 0.100184 0.105578 0.215747 0.0912468 0.0899386 0.157157 0.0932748 0.0783085 0.144958 0.081141 0.0760554 0.0553677 0.0501979
threshold=0.27203000000000005 0.054560000000000004 -1.0000000180025095e-35 0.13304000000000002 -0.15615999999999999 -0.055844999999999992 -0.55901999999999985 0.095470000000000013 -0.23538999999999996 0.11966500000000001 -0.064679999999999974 -0.082154999999999992 0.088820000000000024 -0.09361499999999999 0.0034900000000000005 -0.06773499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 5 6 -1 9 15 10 11 -6 13 -12 -2 -9
right_child=1 -3 -4 -5 7 -7 -8 8 -10 -11 12 -13 -14 -15 -16 -17
leaf_value=0.008444928720755078 0.001322450611109255 -0.0088774762074829584 -0.0034459885169181169 -0.003085446709883157 0.0040263752533285227 0.01473555647264737 -0.00019832530471055836 -0.00035293848508118547 -0.0065802243421650315 -0.0022170081941997742 0.0074020298403936645 -0.0068663569948382939 0.0097561648467123629 0.0033025821144011115 0.0079672995492032182 0.0061968490696144374
leaf_weight=57 85 57 81 71 88 68 87 62 74 83 139 57 63 1782 62 70
leaf_count=57 85 57 81 71 88 68 87 62 74 83 139 57 63 1782 62 70
internal_value=0 -0.000620926 0.00143533 0.00313945 0.00330819 0.00691568 0.00321049 0.00299115 -0.000364269 0.00330445 0.00352055 -0.000243205 0.00379653 0.00360015 0.00413726 0.00310682
internal_weight=0 285 228 2701 2630 212 144 2418 206 2212 2129 145 1984 1921 147 132
internal_count=2986 285 228 2701 2630 212 144 2418 206 2212 2129 145 1984 1921 147 132
is_linear=0
shrinkage=0.16829


Tree=7093
num_leaves=34
num_cat=0
split_feature=1 12 1 12 10 150 0 4 4 4 4 49 4 0 150 42 12 42 403 1 150 12 0 0 4 12 12 42 1 49 0 4 49
split_gain=13.8474 2.17905 1.50648 1.39933 0.907697 0.749936 1.12591 0.614417 0.478062 0.624854 0.445783 0.311166 0.268478 0.264601 0.21404 0.205286 0.247338 0.232866 0.211873 0.168417 0.114163 0.127942 0.119535 0.142851 0.0915692 0.0893615 0.0883838 0.104954 0.0789488 0.0597672 0.055232 0.0194011 0.0186718
threshold=0.10661000000000002 0.088365000000000013 0.12500000000000003 0.056995000000000011 -1.0000000180025095e-35 0.090145000000000017 -0.15445999999999996 0.51395000000000002 -0.0029949999999999998 -0.047714999999999987 -0.0069049999999999988 0.016520000000000003 -0.0034749999999999994 -0.085674999999999987 1.0000000180025095e-35 0.085790000000000019 0.086730000000000015 -0.087904999999999983 -0.0041249999999999993 0.083670000000000008 0.082965000000000025 0.10184000000000001 0.10923000000000001 -0.079324999999999993 -0.4950449999999999 0.10742000000000002 0.091680000000000011 0.084575000000000025 0.13130500000000003 0.10030500000000002 -0.09194999999999999 0.04105000000000001 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 2
left_child=3 4 10 5 -2 6 -1 11 9 24 -3 14 13 15 28 17 -17 -5 -19 26 21 22 23 -15 -8 -23 27 -14 -6 31 -20 -28 -29
right_child=1 2 -4 12 7 -7 8 -9 -10 -11 -12 -13 19 20 -16 16 -18 18 30 -21 -22 25 -24 -25 -26 -27 29 32 -30 -31 -32 -33 -34
leaf_value=0.0013893546210792126 0.00015760054203713914 0.0012968864909836523 0.00043106625557193349 0.00141324767140816 0.00085269890454363502 0.00061724217541706883 0.0010515253222734883 0.00026494857787875102 0.0011127815396964329 0.00052180389327521415 0.00091474645907336984 0.0004167137830591223 0.0012994279647570526 0.0012373041667843624 0.00053373426864181529 0.0014948857084638504 0.0012408015186518998 0.0010182182905453016 0.0011537161973116769 0.0009806886988785971 0.0010467698345495457 0.0010030997106960479 0.001356398857257093 0.0011466215675786993 0.00085797428602946244 0.0011769749813367552 0.00099220656735546429 0.0010847254209030378 0.00067540554644653604 0.0011761136946705085 0.0012935673653280022 0.0010925973638557542 0.0011857658077631147
leaf_weight=76 87 54 59 58 63 55 60 70 101 52 90 64 77 455 66 89 84 68 55 81 66 64 59 355 54 76 52 56 54 71 98 62 55
leaf_count=76 87 54 59 58 63 55 60 70 101 52 90 64 77 455 66 89 84 68 55 81 66 64 59 355 54 76 52 56 54 71 98 62 55
internal_value=0 0.000597067 0.00087617 0.00115558 0.000456737 0.000976538 0.00103405 0.000538724 0.000932781 0.000823051 0.00105829 0.000616169 0.00119153 0.00121276 0.000685731 0.00128071 0.00137172 0.00122415 0.00117436 0.00112005 0.00118415 0.0011931 0.00120843 0.0011976 0.000960152 0.00109774 0.00115022 0.0012026 0.000771172 0.00109681 0.00124352 0.00104711 0.00113511
internal_weight=0 607 203 2379 404 398 343 317 267 166 144 247 1981 1527 183 452 173 279 221 454 1075 1009 869 810 114 140 373 188 117 185 153 114 111
internal_count=2986 607 203 2379 404 398 343 317 267 166 144 247 1981 1527 183 452 173 279 221 454 1075 1009 869 810 114 140 373 188 117 185 153 114 111
is_linear=0
shrinkage=0.0032998


Tree=7094
num_leaves=14
num_cat=0
split_feature=40 1 10 1 52 13 4 51 457 10 50 52 4
split_gain=0.188222 0.117024 0.114546 0.109314 0.101644 0.158433 0.0933938 0.105696 0.138906 0.103239 0.0788402 0.0718789 0.0120429
threshold=0.053385000000000009 0.13699000000000003 0.053055000000000012 0.14566000000000004 0.27203000000000005 -1.0000000180025095e-35 -0.50690499999999983 -0.23823499999999997 0.11596500000000001 -0.082174999999999984 -0.27066499999999993 0.51348500000000008 -0.045759999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 6 11 -1 10 9 -9 -8 12 -6
right_child=-2 3 -4 -5 5 -7 7 8 -10 -11 -12 -13 -14
leaf_value=0.0094549914518988806 -0.0054180941616625306 -0.0060256203585401791 0.011354845477382467 0.0030400983480318423 -0.0014255710154615952 -0.0057170595638983291 0.0037237826980107119 0.01037447071774094 0.011672934369448393 0.002908237593703511 0.011817158068020315 0.0070687095061875288 0.0020048092195270634
leaf_weight=80 71 71 53 80 54 84 64 54 55 2107 75 76 62
leaf_count=80 71 71 53 80 54 84 64 54 55 2107 75 76 62
internal_value=0 0.00334243 0.00359182 -0.00121069 0.00343939 0.000371412 0.0037864 0.00359307 0.00330933 0.00309564 0.00810364 0.00304448 0.00039242
internal_weight=0 2915 2764 151 2711 276 2435 2355 2216 2161 139 192 116
internal_count=2986 2915 2764 151 2711 276 2435 2355 2216 2161 139 192 116
is_linear=0
shrinkage=0.16829


Tree=7095
num_leaves=22
num_cat=0
split_feature=1 3 10 16 2 3 2 47 11 2 1446 2 2 1 1429 1429 1 1 12 1447 159
split_gain=8.87126 2.71693 0.996848 0.650275 0.623999 0.538527 0.475844 0.421188 0.362817 0.340375 0.244598 0.219567 0.327616 0.20361 0.187372 0.150709 0.125843 0.103094 0.102996 0.0470024 0.0366256
threshold=0.10123500000000001 -0.049204999999999992 -0.089679999999999982 0.058875000000000004 0.10301500000000001 0.10402500000000002 -0.0098549999999999974 0.09023500000000001 1.0000000180025095e-35 0.11366500000000002 0.084275000000000017 -1.0000000180025095e-35 0.13554000000000002 0.081540000000000015 0.08759500000000002 0.084545000000000009 0.11215000000000001 0.11392000000000001 0.097145000000000023 -0.085804999999999979 -0.022294999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 -2 6 -1 11 9 10 14 -4 16 -10 15 -8 -13 -5 -11 -12 -21
right_child=1 2 7 17 -6 -7 8 -9 13 18 19 12 -14 -15 -16 -17 -18 -19 -20 20 -22
leaf_value=0.00054060029398619684 0.00070829002536907694 -0.00014549095526749587 0.00013400555438619719 0.00093891422535130132 0.00029441360889973965 0.00050448643779044719 0.00083687052623563902 0.00053506775688414712 0.00088412218274363217 0.00056453650071419171 0.00088374087024274976 0.0003212971903165459 0.000150853134892132 0.0011755518795407891 0.0010184046130444883 0.00065476155780815537 0.00051109726148791375 0.00074948194600584774 0.00074945681882455939 0.00095287153430167581 0.0010804154279698192
leaf_weight=57 91 57 96 63 71 54 1550 80 52 52 53 83 81 56 62 53 73 69 100 65 52
leaf_count=57 91 57 96 63 71 54 1550 80 52 52 53 83 81 56 62 53 73 69 100 65 52
internal_value=0 0.000418906 0.000263148 0.000667787 0.000527117 0.000831596 0.000839787 0.000319631 0.000847911 0.000837694 0.000850205 0.000267769 0.000321803 0.00103556 0.000837876 0.000830871 0.00041034 0.00084016 0.000686426 0.000970747 0.00100986
internal_weight=0 764 470 294 162 2206 2152 413 2095 1987 1835 333 237 108 1665 1603 156 132 152 170 117
internal_count=2970 764 470 294 162 2206 2152 413 2095 1987 1835 333 237 108 1665 1603 156 132 152 170 117
is_linear=0
shrinkage=0.0032998


Tree=7096
num_leaves=17
num_cat=0
split_feature=4 11 15 4 39 4 483 3 0 1429 15 3 43 4 3 3
split_gain=0.470702 0.274876 0.236603 0.205596 0.180788 0.245459 0.155142 0.134294 0.139555 0.122096 0.135993 0.239479 0.196761 0.103652 0.0881484 0.107303
threshold=0.31392000000000003 0.089795000000000014 -0.42443999999999993 0.51395000000000002 0.085970000000000005 0.41696500000000003 0.088115000000000013 0.10402500000000002 -0.16926499999999997 0.087480000000000016 1.0000000180025095e-35 -0.12077499999999998 -0.23538999999999996 -0.025824999999999997 -0.083414999999999975 -0.072649999999999978
decision_type=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 8 -1 10 11 -10 -12 -9 -8 -16
right_child=2 -3 4 -5 -6 -7 14 13 9 -11 12 -13 -14 -15 15 -17
leaf_value=0.0098290807355595131 0.0084320796258917294 0.014375071035540711 -0.0041842430318673541 -0.0037106227652438863 0.00044092888011682528 -0.019887257068082791 0.013502484234766406 0.002555202196921679 -0.0068622723410664502 0.009123063480572376 0.011998464707283179 0.0020498480520168157 0.0032937102762007346 -0.006320633535277371 0.0021433649694543935 0.011022618210405033
leaf_weight=85 67 64 61 96 52 53 53 71 94 85 80 926 941 78 101 63
leaf_count=85 67 64 61 96 52 53 53 71 94 85 80 926 941 78 101 63
internal_value=0 0.00347248 -0.0032754 0.00126953 -0.00774901 -0.0115005 0.00320102 0.00280385 0.00313373 0.0028652 0.0026037 0.00122677 0.00397753 -0.00207915 0.00751212 0.00556525
internal_weight=0 2641 329 163 166 114 2577 2360 2211 2126 2041 1020 1021 149 217 164
internal_count=2970 2641 329 163 166 114 2577 2360 2211 2126 2041 1020 1021 149 217 164
is_linear=0
shrinkage=0.16829


Tree=7097
num_leaves=12
num_cat=0
split_feature=49 3 13 2 3 150 3 15 124 474 15
split_gain=0.336262 0.215888 0.149845 0.119124 0.221602 0.127883 0.138693 0.0804952 0.104732 0.0996931 0.0168876
threshold=0.13906000000000002 0.35004500000000011 0.27139000000000008 -0.007134999999999999 -0.014924999999999999 0.10980500000000001 -0.020049999999999995 -0.40166999999999992 -0.082654999999999992 0.10921000000000002 -0.46772999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 10 -9 -10 -5
right_child=-2 -3 -4 5 -6 6 -8 8 9 -11 -12
leaf_value=0.0033041413992503633 -0.0071762807123781566 -0.0061187288643797565 0.011478276153976187 0.00084109055780664111 -0.0091723809847781401 0.0029123899948932503 -0.0083164050976111941 0.0099051835457610055 0.0030456985034459584 0.009849281619923201 -0.0033871253205906338
leaf_weight=101 103 78 56 52 67 67 58 69 2202 63 54
leaf_count=101 103 78 56 52 67 67 58 69 2202 63 54
internal_value=0 0.00260638 0.00285104 0.00267361 -0.00166092 0.0029582 -0.0022834 0.00322747 0.00343367 0.00323573 -0.00129596
internal_weight=0 2867 2789 2733 168 2565 125 2440 2334 2265 106
internal_count=2970 2867 2789 2733 168 2565 125 2440 2334 2265 106
is_linear=0
shrinkage=0.16829


Tree=7098
num_leaves=25
num_cat=0
split_feature=1 1 3 42 10 13 1186 1446 16 43 50 3 12 43 2 52 3 43 2 1 42 3 16 48
split_gain=0.227759 0.152588 0.148879 0.14487 0.131944 0.136012 0.10149 0.0907926 0.132195 0.130858 0.119748 0.0907521 0.163472 0.273681 0.10995 0.0846909 0.162963 0.207604 0.0753466 0.0703699 0.0585029 0.0520259 0.0476171 0.0287897
threshold=0.095435000000000006 0.097070000000000004 -0.049204999999999992 0.094765000000000016 -0.092019999999999977 -0.083514999999999992 0.021560000000000003 0.085950000000000013 -0.0069549999999999985 -0.49922499999999997 0.12170000000000002 -0.0031199999999999995 0.083725000000000008 -0.082949999999999982 0.08647500000000001 -0.15824499999999997 0.11995000000000001 -0.083134999999999987 0.084450000000000011 0.10721500000000002 0.086700000000000013 0.094635000000000011 -0.032699999999999993 0.036755000000000003
decision_type=2 2 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 19 -4 23 7 9 22 -1 11 12 13 -11 -13 -7 17 -17 -14 -3 -21 -16 -9 -6
right_child=1 2 4 -5 5 15 -8 8 -10 10 -12 14 18 -15 21 16 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.0096818394846607692 -0.0092155805510653749 -0.0029300875986229993 -0.009428160907212239 0.0085812546514408491 0.0052262970893531885 -0.0081395261596101335 0.0083526205980639697 0.006327839445252656 -0.00037100875261345754 0.0055091250643906561 -0.0054603083565647739 0.011961172324352936 0.0003262118760664186 -0.0083507187135765035 -0.00088702111178162301 0.003865347487471354 0.0063785893450705169 -0.0081962204439038691 0.0031856588053854979 0.0056335695269544303 -0.0012053163658037448 0.0062061263756832529 0.013556157421178369 0.0003229542102376267
leaf_weight=65 52 91 55 93 95 65 91 54 53 65 59 57 354 106 54 63 59 112 1009 92 57 63 52 54
leaf_count=65 52 91 55 93 95 65 91 54 53 65 59 57 354 106 54 63 59 112 1009 92 57 63 52 54
internal_value=0 -0.000369609 0.00017847 0.00294056 -0.00164654 -0.000687198 0.00284774 0.00259523 0.00645887 0.00225893 0.00198485 0.00224309 0.00182824 -0.00307185 0.00589008 -0.00276052 -0.00125867 -0.00384379 0.00244432 0.000747309 0.00300529 0.00291701 0.00989076 0.0034613
internal_weight=0 888 836 333 503 448 2082 1991 159 1832 1767 1708 1534 171 174 299 234 175 1363 240 149 117 106 149
internal_count=2970 888 836 333 503 448 2082 1991 159 1832 1767 1708 1534 171 174 299 234 175 1363 240 149 117 106 149
is_linear=0
shrinkage=0.16829


Tree=7099
num_leaves=19
num_cat=0
split_feature=4 11 15 4 16 483 1429 157 0 0 1446 0 157 156 16 15 151 4
split_gain=0.196214 0.170047 0.145632 0.142213 0.130005 0.0994426 0.088129 0.115613 0.114294 0.201924 0.16325 0.095392 0.0934116 0.0730554 0.0656426 0.0574396 0.0526556 0.0153993
threshold=0.31392000000000003 0.089795000000000014 -0.42443999999999993 0.51292000000000015 -0.5152199999999999 0.088115000000000013 0.086765000000000009 -0.081889999999999991 0.10923000000000001 -0.029849999999999998 0.093190000000000009 -0.083694999999999978 -0.087424999999999989 0.081990000000000021 -0.49057499999999993 -0.064619999999999983 -0.080244999999999997 -0.0026499999999999996
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 16 6 7 11 9 10 -9 12 -1 -8 -5 17 -4 -7
right_child=2 -3 4 14 -6 15 13 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.00401444384750573 0.0079549744972499496 0.010626269232987449 -0.0059517636917256929 0.0017190921794605362 -0.0119211877190848 0.0047220763652902568 0.0019544793534348836 0.0015402785875486525 0.007876722760977754 -0.0061027365252160166 0.011110622541763602 -0.0069536301557296416 0.0051519610352736009 0.010680537965419741 -0.006677114745489026 0.0082592948912516197 0.0016018895661072561 0.0008162536651225334
leaf_weight=65 58 64 52 53 62 57 57 1813 81 96 52 82 61 53 52 100 52 60
leaf_count=65 58 64 52 53 62 57 57 1813 81 96 52 82 61 53 52 100 52 60
internal_value=0 0.00205148 -0.00230462 0.00125945 -0.0058151 0.00183783 0.00151976 0.00129136 0.0016769 0.0014199 0.00180808 -0.00248494 0.000409002 0.00617519 -0.00242192 0.00528874 -0.00215766 0.00273445
internal_weight=0 2641 329 163 166 2577 2360 2250 2042 1961 1865 208 126 110 105 217 104 117
internal_count=2970 2641 329 163 166 2577 2360 2250 2042 1961 1865 208 126 110 105 217 104 117
is_linear=0
shrinkage=0.16829


Tree=7100
num_leaves=25
num_cat=0
split_feature=4 1 12 15 15 2 1 150 13 0 13 4 156 1453 12 12 4 16 0 10 4 403 15 0
split_gain=16.0279 3.58092 2.37104 0.808508 0.815977 0.792096 0.764563 1.06167 0.646327 0.602007 0.449647 0.40792 0.351828 0.39593 0.268361 0.261754 0.247128 0.239129 0.230839 0.169371 0.121185 0.0859607 0.0568808 0.0331435
threshold=0.31392000000000003 0.10398500000000001 0.085075000000000026 -0.42443999999999993 -0.26361999999999991 0.10836000000000003 0.088395000000000015 1.0000000180025095e-35 -1.0000000180025095e-35 -0.15029999999999996 -1.0000000180025095e-35 -0.49911499999999992 0.086860000000000007 -0.075794999999999987 0.085380000000000011 0.096265000000000003 -0.06347499999999999 -0.006494999999999999 -0.08237499999999999 -1.0000000180025095e-35 0.043640000000000005 -0.072664999999999993 -0.063834999999999989 -0.063204999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 10 8 -5 6 9 14 -2 -1 19 -11 13 -13 -8 -4 -7 -14 -16 -3 -18 -20 -22 -17
right_child=3 2 15 4 -6 16 7 -9 -10 11 -12 12 17 -15 18 23 20 -19 21 -21 22 -23 -24 -25
leaf_value=0.0015776200388708415 0.00042735135133968659 0.00041929546652049972 0.0014110392179286222 -7.2792425100569699e-05 0.00042989377670688548 0.00087781430540031385 0.0010777476377642639 0.00083513201910853196 0.00087435193669243736 0.0015734148811590567 0.00088804059220155753 0.0010411032676039232 0.001241897804487591 0.001320889640845897 0.0011292358246573517 0.0010560437922743193 0.0012354256930997532 0.00095617248289437545 0.0014506813214011554 0.00066064721728448087 0.0011433515193799025 0.0012999142330684162 0.00098224996097490526 0.0011854920392052716
leaf_weight=93 103 53 52 56 94 52 87 87 54 59 74 59 84 1207 75 53 83 54 65 83 53 150 54 52
leaf_count=93 103 53 52 56 94 52 87 87 54 59 74 59 84 1207 75 53 83 54 65 83 53 150 54 52
internal_value=0 0.0012126 0.000909911 0.000415639 0.000241989 0.0012617 0.00128316 0.00116495 0.000581321 0.00131839 0.000680199 0.00130189 0.00129045 0.00130788 0.00124097 0.00121695 0.00108236 0.00113035 0.00128981 0.00056685 0.00113816 0.00134566 0.00106238 0.00112049
internal_weight=0 2629 367 307 150 2262 2020 464 157 1556 210 1463 1404 1266 377 157 242 138 290 136 190 215 107 105
internal_count=2936 2629 367 307 150 2262 2020 464 157 1556 210 1463 1404 1266 377 157 242 138 290 136 190 215 107 105
is_linear=0
shrinkage=0.0032998


Tree=7101
num_leaves=28
num_cat=0
split_feature=1 12 2 11 2 12 1 16 16 16 475 1456 474 1210 42 52 0 11 12 2 47 16 42 12 12 2 42
split_gain=6.04827 1.72827 0.795331 0.644296 0.560252 0.554264 0.549976 0.367682 0.447555 0.364457 0.201822 0.249875 0.213395 0.176495 0.210087 0.171697 0.169647 0.158972 0.140208 0.123281 0.113786 0.110371 0.103438 0.0988814 0.0852378 0.0849577 0.0617136
threshold=0.098395000000000024 0.085845000000000019 0.11504500000000002 0.080455000000000013 0.10644500000000001 0.095175000000000023 0.13654500000000003 0.053305000000000012 -0.0094449999999999968 -0.53342999999999996 -0.081774999999999973 -0.11244999999999998 0.08641500000000002 -0.048324999999999993 0.086335000000000009 -0.077114999999999975 -0.14755499999999996 0.077165000000000025 -0.0089849999999999982 0.12336000000000001 0.10297500000000002 -0.14239499999999997 0.088485000000000022 0.096990000000000007 0.083985000000000018 0.11657500000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 5 4 10 -3 7 8 9 -2 12 -12 24 22 15 -15 -11 20 -18 25 -7 -8 -13 -16 -1 26 -6
right_child=1 2 -4 -5 19 17 21 -9 -10 16 11 13 -14 14 23 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00077039894859775194 0.0002568053232506214 0.0011213397880749591 0.00039810468301533205 0.0011947528864861077 0.00079788373967232577 0.0009236985971578165 0.00032897243847177237 0.00069172431676874991 0.00018033187438186524 0.00072551533159281314 0.0010910031963822493 0.00092170860168562909 0.00065379142754349792 0.0009954694930193052 0.00083684127355726837 0.0008812516987731511 0.0005952314212041783 0.00058544269867521744 0.0003733595232700965 0.00059613116940662552 0.000701477124478582 0.00013609868651691338 0.0011023062068409683 0.00068387469176044114 0.00094763009209857354 0.00087616739051071997 0.00064247683170396905
leaf_weight=56 54 56 57 66 54 52 66 74 62 53 69 92 84 188 475 700 75 52 55 72 53 65 61 54 72 52 67
leaf_count=56 54 56 57 66 54 52 66 74 62 53 69 92 84 188 475 700 75 52 55 72 53 65 61 54 72 52 67
internal_value=0 0.000532283 0.000745487 0.00087235 0.000862181 0.000838283 0.000417997 0.000482684 0.000430831 0.000496214 0.00088189 0.000894437 0.00078472 0.000885775 0.000874071 0.000905473 0.000566666 0.000737096 0.000501634 0.000713141 0.000811865 0.000233541 0.000993942 0.000821293 0.000870367 0.000761635 0.000712123
internal_weight=0 774 270 2162 2096 213 504 373 299 237 1851 1639 212 1570 1417 888 183 157 130 245 105 131 153 529 128 173 121
internal_count=2936 774 270 2162 2096 213 504 373 299 237 1851 1639 212 1570 1417 888 183 157 130 245 105 131 153 529 128 173 121
is_linear=0
shrinkage=0.0032998


Tree=7102
num_leaves=15
num_cat=0
split_feature=121 11 1456 15 133 41 0 2 0 51 15 1 2 15
split_gain=0.202758 0.208596 0.177381 0.198435 0.124248 0.123463 0.161622 0.245895 0.183255 0.129931 0.109242 0.0708463 0.0659509 0.0235219
threshold=-1.0000000180025095e-35 0.093525000000000011 -0.08588999999999998 -0.011484999999999999 -0.15323999999999996 0.085175000000000015 0.056895000000000008 0.10523 -0.037444999999999992 -0.047309999999999998 0.084920000000000009 0.08864000000000001 0.097300000000000011 0.091060000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 10 6 8 -8 9 -6 12 -10 -4 -12
right_child=1 -3 4 -5 5 -7 7 -9 11 -11 13 -13 -14 -15
leaf_value=0.012679791627246188 0.01502078806909854 -0.0065126307246976449 0.0052851111202418307 0.0019651571646980529 -0.00035270959449409554 0.0098812707426002202 0.0031041707114036823 -0.011617379136765138 0.013599600121459917 0.0032110658487323877 -0.0076912846004452739 0.0060064641516551897 -0.0022513989310403203 -0.0025836310829301804
leaf_weight=58 70 69 77 63 347 70 77 55 53 1729 53 106 57 52
leaf_count=58 70 69 77 63 347 70 77 55 53 1729 53 106 57 52
internal_value=0 0.00262095 0.00284594 0.00885005 0.00254686 0.00290618 0.00269914 -0.0030162 0.0030375 0.00261452 -0.00110945 0.00854881 0.00206587 -0.00517889
internal_weight=0 2878 2809 133 2676 2437 2367 132 2235 2076 239 159 134 105
internal_count=2936 2878 2809 133 2676 2437 2367 132 2235 2076 239 159 134 105
is_linear=0
shrinkage=0.16829


Tree=7103
num_leaves=33
num_cat=0
split_feature=1 2 3 1 39 2 3 3 2 2 13 13 43 1213 13 43 15 1 2 15 133 133 1 52 15 15 13 3 3 2 13 133
split_gain=7.48074 1.53125 1.11507 0.619354 0.446546 0.383302 0.380112 0.315531 0.295362 0.256169 0.248148 0.230014 0.21384 0.278151 0.179648 0.17935 0.172609 0.153187 0.173732 0.133897 0.133671 0.166957 0.121073 0.121551 0.117469 0.1164 0.109049 0.111715 0.102532 0.0821874 0.074923 0.0596878
threshold=0.117245 0.10656 0.28833000000000003 0.10661000000000002 0.087735000000000021 0.11504500000000002 -0.073614999999999986 -0.016294999999999994 -0.0098549999999999974 0.094985000000000014 -0.0015099999999999998 -0.071564999999999976 0.0062300000000000003 -0.029809999999999996 0.041960000000000004 -0.07409499999999998 -0.0058149999999999999 0.088315000000000018 0.087635000000000005 0.087885000000000019 0.091785000000000019 0.12086500000000001 1.0000000180025095e-35 -0.072664999999999993 -1.0000000180025095e-35 -0.065419999999999992 -0.098524999999999988 -0.085549999999999973 -0.071369999999999975 0.097695000000000018 -0.032149999999999991 0.40304500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 7 5 -2 12 11 -8 22 -5 -3 14 -14 20 -6 -16 18 -15 -18 26 -22 -10 -24 -25 -13 -1 -28 -27 -11 -31 -23
right_child=2 3 -4 10 15 -7 8 -9 9 29 -12 25 13 17 16 -17 19 -19 -20 -21 21 31 23 24 -26 28 27 -29 -30 30 -32 -33
leaf_value=0.0011379249773950102 0.00077884651553390368 0.0010301271954682944 5.7153209369394956e-05 0.00037741157547720725 0.00022945254871642372 0.00044406109785670894 0.0006280461650439073 0.00058013816099446787 0.00082381204968746697 0.00065714188083130544 0.00066023688916828059 0.00090702677670415543 0.0006362028406457056 0.0010975272297668796 0.00070981672698485648 0.00048384908943453861 0.0010094903439453833 0.00075379102707243454 0.00085753723918427505 0.00079395723387309426 0.00079525235147837091 0.0010618537244470698 0.0010998262970672308 0.00082169315120801873 0.0010295999770871757 0.00062284145947029109 0.00093501842617205514 0.0010128443244068446 0.00082730160159201504 0.00071592501704231489 0.0008828096024490065 0.00091772709164330136
leaf_weight=55 71 56 90 70 74 80 65 64 81 52 67 57 53 63 58 52 86 52 74 53 98 57 64 67 58 59 351 537 53 52 79 88
leaf_count=55 71 56 90 70 74 80 65 64 81 52 67 57 53 63 58 52 86 52 74 53 98 57 64 67 58 59 351 537 53 52 79 88
internal_value=0 0.000880517 0.000376696 0.000699477 0.000480391 0.00060171 0.000916489 0.000786339 0.000838029 0.000868081 0.000515985 0.000844835 0.000941478 0.000849684 0.000957514 0.000334721 0.000863633 0.000909363 0.000968155 0.000927562 0.000973079 0.000902431 0.00093331 0.000980051 0.000918444 0.000783229 0.000991246 0.000982122 0.000719909 0.00077165 0.000816834 0.000974627
internal_weight=0 2569 367 426 277 151 2143 289 518 453 137 225 1625 242 1383 126 197 189 137 139 1186 243 270 189 125 169 943 888 112 183 131 145
internal_count=2936 2569 367 426 277 151 2143 289 518 453 137 225 1625 242 1383 126 197 189 137 139 1186 243 270 189 125 169 943 888 112 183 131 145
is_linear=0
shrinkage=0.0032998


Tree=7104
num_leaves=28
num_cat=0
split_feature=4 2 9 12 4 2 15 13 2 0 0 0 4 12 4 13 0 52 0 15 0 4 4 52 50 1213 0
split_gain=7.61935 2.21535 1.34839 1.25193 0.506893 0.453986 0.425179 0.405687 0.332503 0.32658 0.320006 0.491626 0.97721 0.315421 0.307577 0.226515 0.224946 0.205439 0.1747 0.174068 0.155038 0.130246 0.12551 0.0833574 0.0904872 0.0865836 0.0635618
threshold=0.31392000000000003 0.10656 -1.0000000180025095e-35 0.086085000000000009 -0.074254999999999988 0.123795 -0.42443999999999993 -0.092984999999999984 0.11248000000000001 -0.066574999999999981 -0.10934999999999999 -0.15029999999999996 0.13995000000000002 0.085625000000000021 -0.15504999999999997 -1.0000000180025095e-35 -0.10228499999999999 0.087005000000000013 -0.087404999999999997 0.043560000000000008 -0.080634999999999984 0.022635000000000006 -0.27577999999999997 0.08869500000000001 0.08981500000000002 -0.011799999999999998 -0.06563999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 13 26 15 -3 -8 10 11 -6 -13 17 -15 -2 -9 18 -4 21 -21 -12 -20 24 -16 -25 -5
right_child=6 3 4 5 9 -7 8 16 -10 -11 19 12 -14 14 23 -17 -18 -19 22 20 -22 -23 -24 25 -26 -27 -28
leaf_value=0.00048655807156352778 0.00044430096379984794 0.00033571896975889855 0.0012677527347525149 0.00091876738129515845 0.0010519711049855702 0.00066756246909166071 0.0004940507771021424 0.00050483691281846333 0.00017074959787520894 0.00079439833786128342 0.0010622606877714593 0.00039903088684543279 0.0010063202031493925 0.00082520732307505651 0.0011212667476952194 0.00071017097460864518 0.00079859552029157873 0.0013282442910198284 0.001173220441465049 0.0007926338011076423 0.001000458231622586 0.00093670617488211913 0.000979131068365122 0.00088227633975761081 0.0010115571090466239 0.0010521298683382786 0.0010483457085072475
leaf_weight=53 103 67 64 86 96 67 55 55 95 101 610 53 64 68 289 54 61 70 65 64 111 112 93 53 127 104 96
leaf_count=53 103 67 64 86 96 67 55 55 95 101 610 53 64 68 289 54 61 70 65 64 111 112 93 53 127 104 96
internal_value=0 0.00096525 0.00100777 0.000748916 0.00102064 0.000901415 0.000415674 0.000541224 0.000289528 0.000975799 0.000992273 0.000876117 0.000731524 0.0010788 0.00103737 0.000535971 0.000659617 0.00116965 0.00111948 0.00101982 0.000924655 0.00104283 0.0010592 0.00106248 0.00108786 0.000995015 0.00098731
internal_weight=0 2629 2197 432 2144 249 307 183 150 1211 1110 213 117 933 641 157 116 292 222 897 175 722 158 573 416 157 182
internal_count=2936 2629 2197 432 2144 249 307 183 150 1211 1110 213 117 933 641 157 116 292 222 897 175 722 158 573 416 157 182
is_linear=0
shrinkage=0.0032998


Tree=7105
num_leaves=25
num_cat=0
split_feature=1 14 3 3 4 10 41 4 124 0 49 150 1 49 4 475 3 0 484 3 16 1212 0 49
split_gain=10.7254 1.51375 1.49025 1.3192 0.991476 0.870803 0.79159 0.659483 0.570117 0.369269 0.330118 0.328819 0.260327 0.246756 0.24312 0.228719 0.335913 0.271238 0.208835 0.369222 0.157375 0.156542 0.0940349 0.0413415
threshold=0.10921500000000002 0.073890000000000011 -0.069049999999999986 -0.073614999999999986 0.41377500000000006 -1.0000000180025095e-35 0.077915000000000012 0.50666500000000003 -0.048219999999999992 -0.11262999999999999 -0.0086549999999999978 0.086870000000000017 0.094385000000000011 0.085655000000000023 0.0060300000000000015 -0.028509999999999997 0.057935000000000007 -0.058589999999999996 0.085225000000000009 -0.085134999999999975 -0.021919999999999999 0.11517500000000001 -0.094479999999999995 0.089215000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 -2 -4 9 10 12 -1 -7 15 -5 -12 18 -10 17 -17 21 -20 -18 -11 -16 -24
right_child=2 -3 5 8 -6 7 -8 -9 11 14 13 -13 -14 -15 22 16 20 -19 19 -21 -22 -23 23 -25
leaf_value=0.00090180310595609748 0.0011047545965579937 0.0015352833779811194 0.00023698971161397028 0.00094793765395918947 0.00054206379985447255 0.000503332026613685 0.00076120202025936926 0.00035686753690716122 0.00086997955276676454 0.0012202145589773148 0.00090796314371907453 0.00080618497247212306 0.00063060306533481859 0.00063450370817893478 0.00094978146366337301 0.0010807120830664083 0.0011219429903531434 0.00082075426818413444 0.00094624377283665073 0.0012596246331335356 0.0013839481350590487 0.0010485095397475492 0.001053274090936979 0.0011927599714670512
leaf_weight=54 94 96 96 52 54 67 53 88 61 1181 81 64 64 67 58 241 53 55 94 75 52 64 57 52
leaf_count=54 94 96 96 52 54 67 53 88 61 1181 81 64 64 67 58 241 53 55 94 75 52 64 57 52
internal_value=0 0.00112824 0.000616572 0.00111145 0.000899687 0.000511469 0.00115999 0.000598317 0.000983776 0.0011729 0.000696979 0.00103016 0.00077316 0.000784405 0.00118214 0.00106111 0.00109009 0.00103253 0.00119639 0.00108553 0.00125203 0.00121142 0.00106119 0.00112014
internal_weight=0 2426 547 2330 148 399 1688 303 642 1635 215 526 116 148 1581 462 401 296 1414 169 105 1245 167 109
internal_count=2973 2426 547 2330 148 399 1688 303 642 1635 215 526 116 148 1581 462 401 296 1414 169 105 1245 167 109
is_linear=0
shrinkage=0.0032998


Tree=7106
num_leaves=15
num_cat=0
split_feature=31 49 2 475 15 16 3 14 52 13 0 16 2 3
split_gain=0.205237 0.164468 0.127915 0.152901 0.204971 0.289225 0.139626 0.14075 0.116198 0.111567 0.281093 0.10807 0.0710769 0.0857281
threshold=-0.019454999999999997 -0.14867499999999997 -0.16649999999999998 -0.051584999999999992 -0.0090849999999999976 0.066010000000000013 -0.16574499999999995 0.056865000000000006 -0.013125 -0.0042049999999999995 -0.13619499999999998 0.25032500000000008 0.087815000000000018 -0.079774999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 8 -6 -5 9 12 10 -8 -11 -4 -14
right_child=1 2 3 6 5 -7 7 -9 -10 11 -12 -13 13 -15
leaf_value=-0.0041828733971543937 0.011223598909474216 -0.0037291934903736189 -0.0027380817517689126 0.012144829475180717 -0.012333024890933401 0.0033851231767761353 -0.0032713718227755247 -0.0025630776110530037 0.0096863280246734813 0.0077157060568478746 0.00492900124550796 0.0015648186980571736 0.0086338865783124746 -0.00058907352197301913
leaf_weight=77 103 54 62 76 62 71 129 71 77 576 1406 95 61 53
leaf_count=77 103 54 62 76 62 71 129 71 77 576 1406 95 61 53
internal_value=0 0.00460835 0.00436375 0.00452396 0.00141304 -0.00392863 0.00503353 0.00479539 0.0042282 0.00503303 0.00423868 0.00684754 0.00183007 0.00433026
internal_weight=0 2896 2793 2739 386 133 2353 2277 253 2206 1535 671 176 114
internal_count=2973 2896 2793 2739 386 133 2353 2277 253 2206 1535 671 176 114
is_linear=0
shrinkage=0.16829


Tree=7107
num_leaves=25
num_cat=0
split_feature=1 2 52 52 4 2 47 2 1 151 39 16 0 457 0 49 4 16 13 16 50 1 47 52
split_gain=12.397 2.65877 1.80953 1.14671 0.71119 0.618609 0.514452 0.490985 0.473165 0.430736 0.36136 0.311811 0.23477 0.262797 0.214323 0.212636 0.185932 0.161002 0.250717 0.209961 0.149048 0.155907 0.136043 0.138196
threshold=0.10442000000000001 0.25063000000000007 -0.40891499999999997 0.20131000000000002 0.27120500000000008 0.123795 0.09023500000000001 1.0000000180025095e-35 0.090355000000000005 0.044055000000000004 0.08252000000000001 -0.071129999999999985 -0.14043999999999998 0.048870000000000004 -0.099704999999999974 0.096960000000000005 1.0000000180025095e-35 -0.0096749999999999978 -0.13871999999999998 0.052690000000000008 0.10672000000000002 0.093100000000000002 0.077735000000000012 0.096325000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 5 8 9 -8 11 17 14 15 -13 16 -10 22 -14 18 -4 -19 21 -16 23 -1
right_child=1 -3 3 -5 -6 -7 7 -9 10 -11 -12 12 13 -15 20 -17 -18 19 -20 -21 -22 -23 -24 -25
leaf_value=0.0012472780807133781 0.0012180815293819814 -3.4886032419496169e-05 0.0003753977036753757 0.0010928520900664901 0.00076482212309584652 0.0008459841112115437 0.0010141887943740479 0.00057213532581437167 0.00089923629012341421 0.0007974707871540365 0.00079921223529403826 0.0013421487835429339 0.0011230163478891115 0.0012830786600559279 0.0010556780107511936 0.0010172270323394448 0.000977325509031998 0.00022145519333050478 0.00061615864684773716 0.00050440675876856783 0.00097474848281184497 0.0012461270500538574 0.0014015325254015576 0.0011323339506400657
leaf_weight=628 64 60 73 53 55 73 52 59 54 54 55 58 645 100 80 53 117 52 138 65 55 127 54 149
leaf_count=628 64 60 73 53 55 73 52 59 54 54 55 58 645 100 80 53 117 52 138 65 55 127 54 149
internal_value=0 0.000627351 0.000692547 0.000630881 0.00113747 0.00114658 0.000581145 0.000779541 0.00115665 0.000523404 0.00104846 0.00117888 0.00113582 0.00112189 0.00109173 0.00122365 0.00110069 0.000478176 0.000533029 0.000378952 0.00113127 0.00117269 0.00123678 0.00122528
internal_weight=0 670 610 546 2303 2248 493 111 2175 382 371 1804 920 862 316 884 762 328 211 117 262 207 831 777
internal_count=2973 670 610 546 2303 2248 493 111 2175 382 371 1804 920 862 316 884 762 328 211 117 262 207 831 777
is_linear=0
shrinkage=0.0032998


Tree=7108
num_leaves=19
num_cat=0
split_feature=14 1 1 52 44 475 403 2 52 4 0 394 2 1203 157 1453 4 394
split_gain=0.161485 0.247537 0.180932 0.205254 0.218961 0.213129 0.149645 0.136478 0.240162 0.187773 0.127205 0.0871199 0.127425 0.0859684 0.07664 0.0739358 0.0869491 0.072991
threshold=0.073890000000000011 0.082135000000000014 1.0000000180025095e-35 -0.24841999999999997 1.0000000180025095e-35 -0.082449999999999982 0.07955000000000001 0.082925000000000013 0.087275000000000005 -0.083904999999999993 -0.029849999999999998 -0.027679999999999996 0.083885000000000015 0.086665000000000006 0.10690000000000001 -0.0017099999999999999 -0.013125 -0.088854999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 10 5 -5 7 9 -9 -7 -4 17 -13 14 15 -14 -17 -1
right_child=1 -3 3 4 -6 6 -8 8 -10 -11 -12 12 13 -15 -16 16 -18 -19
leaf_value=0.0062722928555828472 0.0026964896015962418 0.019163152128733877 0.013843756075271952 -0.0072201650993147775 0.012746010598971997 -0.0050636106280409418 -0.0048787416102312421 -0.001230900774287219 0.0092067358752884638 0.0054422398888213704 0.0039560126350288499 -0.0018591443365935675 0.011212200581095457 -0.0012328982347021439 -0.00057116568707581898 0.0069472265368667472 0.0039484475384838442 0.014476841949867638
leaf_weight=76 52 52 71 73 52 53 79 372 75 513 78 71 73 52 52 641 485 53
leaf_count=76 52 52 71 73 52 53 79 372 75 513 78 71 73 52 52 641 485 53
internal_value=0 0.0109471 0.00418484 0.0027803 0.00205654 0.00157788 0.00216767 0.00271896 0.000516361 0.0044553 0.00867968 0.00546016 0.00506481 0.00544348 0.00572243 0.00599688 0.00565716 0.00965708
internal_weight=0 104 2869 1366 1217 1165 1092 1013 447 566 149 1503 1374 1303 1251 1199 1126 129
internal_count=2973 104 2869 1366 1217 1165 1092 1013 447 566 149 1503 1374 1303 1251 1199 1126 129
is_linear=0
shrinkage=0.16829


Tree=7109
num_leaves=33
num_cat=0
split_feature=1 2 4 1 0 40 0 1 0 2 1452 0 4 0 0 484 0 0 4 50 133 0 4 2 2 2 2 2 42 0 0 484
split_gain=11.1261 1.60459 1.09287 0.850826 0.651941 0.790392 0.630378 0.483455 0.439256 0.354301 0.31924 0.249205 0.231133 0.227318 0.186044 0.175389 0.155295 0.142896 0.305306 0.193178 0.116018 0.100133 0.180856 0.0955156 0.183131 0.146417 0.0908878 0.0842453 0.0833547 0.0652653 0.0551194 0.0482111
threshold=0.10442000000000001 0.14132000000000003 0.41377500000000006 0.089825000000000002 -0.12851999999999997 -0.025204999999999995 -0.099704999999999974 0.12122500000000001 -0.077574999999999991 0.25063000000000007 0.087375000000000008 -0.14820499999999998 0.043640000000000005 -0.10998999999999999 0.060910000000000006 0.085225000000000009 -0.089704999999999993 -0.077104999999999993 -0.080114999999999978 0.091510000000000022 0.11330000000000001 -0.070499999999999993 -0.036839999999999991 0.093595000000000025 0.097925000000000012 0.10836000000000003 0.086865000000000012 0.12469000000000001 0.083785000000000012 -0.082404999999999992 -0.15270499999999995 0.104315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 8 11 -6 30 -4 10 -3 12 -2 15 -14 23 16 26 29 -19 -20 -18 -7 -23 -10 -25 -26 -1 -27 -17 -8 -5 -30
right_child=1 9 7 6 5 21 17 -9 14 -11 -12 -13 13 -15 -16 28 20 18 19 -21 -22 22 -24 24 25 27 -28 -29 31 -31 -32 -33
leaf_value=0.001142462289718691 0.00070253341307123063 0.00039768066959553887 0.00063601963166934328 0.00077296278089518616 0.00048953822463976987 0.0010720983017337112 0.0009909696845047662 0.0002898975517228645 0.00092477003797227983 5.7710281667300549e-05 0.0013601531432125336 0.00038619777262815776 0.0011186405016489183 0.00087372204013805874 0.0008210962868604964 0.00090953966592627919 0.0011245663851177155 0.0010866727683113411 0.00066890932928073742 0.00095445086548042596 0.0010009440030946703 0.00102104440382644 0.00077742074760087229 0.0012035160968703095 0.00087241855838542299 0.0011153597441044486 0.0012633971905051454 0.00094985146639851772 0.0011419564442164498 0.0011401486106514076 0.00061569773115187343 0.00099409836159156909
leaf_weight=157 55 76 78 53 52 55 66 102 95 60 55 55 78 93 62 57 629 78 53 53 102 69 68 67 68 106 138 55 57 76 52 53
leaf_count=157 55 76 78 53 52 55 66 102 95 60 55 55 78 93 62 57 629 78 53 53 102 69 68 67 68 106 138 55 57 76 52 53
internal_value=0 0.000568359 0.000649895 0.00105163 0.000756481 0.000851819 0.000918906 0.00044008 0.00108217 0.000247953 0.00111094 0.000544686 0.00110086 0.000985645 0.000991981 0.00111735 0.00113379 0.000990782 0.000928636 0.000812012 0.00110736 0.000949753 0.000900379 0.00101899 0.00104911 0.00100378 0.00119915 0.00105904 0.00101613 0.00107106 0.000695415 0.00107104
internal_weight=0 670 534 2303 354 244 431 180 1872 136 1419 110 1364 171 453 1193 1026 326 184 106 731 192 137 391 296 229 295 161 167 142 105 110
internal_count=2973 670 534 2303 354 244 431 180 1872 136 1419 110 1364 171 453 1193 1026 326 184 106 731 192 137 391 296 229 295 161 167 142 105 110
is_linear=0
shrinkage=0.0032998


Tree=7110
num_leaves=24
num_cat=0
split_feature=1 52 1 12 4 4 14 12 4 4 12 4 52 13 12 475 4 1 1213 16 16 0 16
split_gain=8.5656 1.83045 1.03259 0.980505 0.731059 0.652728 0.651366 0.400323 0.400877 0.660924 0.371644 0.362521 0.314438 0.281751 0.242589 0.19846 0.178237 0.16753 0.152742 0.141149 0.136714 0.106355 0.0575612
threshold=0.10442000000000001 -0.40011499999999994 0.12448500000000001 0.088325000000000015 0.24099500000000004 0.27998000000000006 0.073890000000000011 0.056995000000000011 -0.50231999999999988 -0.0058699999999999994 0.11755500000000001 0.056815000000000011 -1.0000000180025095e-35 -0.15747499999999998 0.085005000000000011 -0.084144999999999984 0.51292000000000015 0.090795000000000015 -0.084954999999999989 -0.52541999999999989 -0.11082499999999999 -0.09194999999999999 -0.0098949999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 11 6 -4 7 8 -1 17 14 22 -11 -7 18 -16 -15 -10 -9 -13 -17 -20 -3
right_child=1 2 5 -5 -6 13 -8 10 9 12 -12 19 -14 16 15 20 -18 -19 21 -21 -22 -23 -24
leaf_value=0.0011745324368277247 0.0010603868974037919 0.00047637248678452325 0.00061130635599933878 0.00092999325725838565 0.00072195714020429876 0.0004480674793291608 0.0013099738847845981 0.0013019831146504838 0.00052303096128506084 0.00084430787444300887 0.00080605114672032492 0.00053487352953449357 0.0011526679985672246 0.00028786426614998154 0.001196885247981051 0.0011271408953859195 2.6047972026486468e-05 0.00078997327646725037 0.00096978097008956852 0.00076823004470935 0.0010126615023271321 0.0011391264746135213 0.00031990001883046065
leaf_weight=53 83 54 91 102 85 61 91 53 53 73 71 52 74 63 79 132 52 52 55 66 1218 199 53
leaf_count=53 83 54 91 102 85 61 91 53 53 73 71 52 74 63 79 132 52 52 55 66 1218 199 53
internal_value=0 0.000600938 0.000536679 0.000661149 0.00102361 0.000384107 0.00103524 0.00102338 0.000911876 0.000856495 0.00104219 0.000539116 0.000999776 0.000266435 0.00105182 0.00103347 0.000169784 0.000655566 0.00113713 0.000665694 0.00102388 0.0011026 0.000399197
internal_weight=0 677 594 327 2288 267 2203 2112 305 252 1807 225 147 176 1736 1429 115 105 307 118 1350 254 107
internal_count=2965 677 594 327 2288 267 2203 2112 305 252 1807 225 147 176 1736 1429 115 105 307 118 1350 254 107
is_linear=0
shrinkage=0.0032998


Tree=7111
num_leaves=24
num_cat=0
split_feature=4 14 4 0 3 130 4 159 13 3 13 1453 484 0 402 47 4 402 4 4 13 4 3
split_gain=0.224591 0.141803 0.12073 0.110678 0.155438 0.107844 0.116638 0.132632 0.116971 0.222207 0.132279 0.118186 0.101231 0.099053 0.0968949 0.12224 0.0770771 0.068848 0.0627003 0.0411474 0.0507981 0.0287383 0.0239673
threshold=0.27258000000000004 -0.41608999999999996 -0.082274999999999987 -0.105195 0.018975000000000002 -0.081969999999999987 -0.077789999999999984 0.11396500000000001 -0.065539999999999987 0.094635000000000011 -0.0045949999999999993 -0.0017099999999999999 0.059895000000000011 -0.13955999999999996 0.089940000000000006 0.078345000000000012 -0.44205499999999992 0.012085000000000002 -0.080874999999999989 -0.098074999999999982 -0.025319999999999999 -0.50324499999999983 -0.0013299999999999998
decision_type=2 2 2 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 -3 -4 17 8 11 10 -10 -8 -13 -1 15 16 21 18 -7 -18 -21 -15 -5
right_child=1 3 5 22 -6 6 7 -9 9 -11 -12 12 -14 14 -16 -17 19 -19 -20 20 -22 -23 -24
leaf_value=0.01466477518165678 0.0087391900177575862 0.010249626581696304 -0.0010899249064350173 -0.0014098735350484698 -0.00076746055011358725 -0.0025614164724832101 0.014917732892280823 -6.5785347033747518e-05 0.0030135659131113033 -0.0050691474750018464 0.0080905535775170692 0.0083768793809517895 0.0034173621831405927 0.0090013376925247406 0.012728988102426541 -0.00099064585809412881 0.0033147494443664066 0.0074321064349611478 0.0037098114064771691 0.012016401648555259 0.0061900271225207399 0.014180332102081427 -0.0060133396547025477
leaf_weight=62 68 57 65 78 99 85 66 85 249 56 354 643 144 82 90 52 99 58 96 54 215 52 56
leaf_count=62 68 57 65 78 99 85 66 85 249 56 354 643 144 82 90 52 99 58 96 54 215 52 56
internal_value=0 0.0018218 0.00632439 0.000193597 0.0032465 0.00562346 0.00586212 0.0063817 0.00674534 0.00505396 0.00599707 0.00804994 0.0074717 0.00820918 0.00758489 0.00674597 0.00755095 0.00238278 0.000754834 0.00628124 0.00736631 0.0110245 -0.00334712
internal_weight=0 358 2607 290 156 1901 1836 1597 1512 659 603 853 787 706 644 554 502 239 181 368 269 134 134
internal_count=2965 358 2607 290 156 1901 1836 1597 1512 659 603 853 787 706 644 554 502 239 181 368 269 134 134
is_linear=0
shrinkage=0.16829


Tree=7112
num_leaves=14
num_cat=0
split_feature=1 15 1429 147 16 402 12 402 1213 12 43 1213 2
split_gain=0.152245 0.129664 0.113503 0.118073 0.147365 0.109996 0.272156 0.169303 0.138292 0.219784 0.121838 0.0729758 0.0473059
threshold=0.14754500000000001 0.12961500000000001 -0.092119999999999994 0.087170000000000011 -0.52334499999999984 0.089220000000000008 0.084675000000000014 0.085200000000000012 -0.011799999999999998 0.085280000000000009 -0.095964999999999981 -0.0074849999999999995 0.086895000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 7 -7 8 9 -4 -10 -8 -13
right_child=-2 -3 3 4 -6 6 11 -9 10 -11 -12 12 -14
leaf_value=0.012137229694468661 -0.00261041503036107 0.011744820615764436 0.016730163502238996 0.0058862596137296804 -0.0058487454282471277 0.016828107947068703 0.001163900265037235 -0.0042818187370340117 0.0076215130861203902 0.0056978424624856451 0.0037393940056850107 0.011408706195061 0.0041901380610182516
leaf_weight=59 76 79 66 56 66 74 87 60 265 232 1740 52 53
leaf_count=59 76 79 66 56 66 74 87 60 265 232 1740 52 53
internal_value=0 0.00500492 0.0048148 0.0046571 -0.00044746 0.00489467 0.00814759 0.00452773 0.00475802 0.00814727 0.00425339 0.00479262 0.00778216
internal_weight=0 2889 2810 2751 122 2629 266 2363 2303 298 2005 192 105
internal_count=2965 2889 2810 2751 122 2629 266 2363 2303 298 2005 192 105
is_linear=0
shrinkage=0.16829


Tree=7113
num_leaves=17
num_cat=0
split_feature=4 160 0 11 2 3 160 4 42 1 0 51 479 15 52 160
split_gain=0.136876 0.150491 0.158358 0.140646 0.210978 0.125614 0.137243 0.125823 0.110271 0.201459 0.176624 0.100894 0.0977815 0.105526 0.138233 0.0802677
threshold=0.27258000000000004 -0.076219999999999996 -0.016414999999999996 0.080455000000000013 0.097005000000000022 -0.15500999999999998 -0.54913999999999985 -0.15615999999999999 0.092600000000000016 0.10970000000000001 -0.12851999999999997 -0.017084999999999999 0.088585000000000011 0.10356000000000001 0.51371000000000011 0.0050800000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 8 5 -5 -1 -7 11 9 -3 -11 -8 13 14 -9 -15
right_child=1 2 -4 4 -6 6 7 12 -10 10 -12 -13 -14 15 -16 -17
leaf_value=-0.0038768713255769942 0.0072918707922665508 -0.0047331076333815619 -0.0091318488947734738 0.017398955168050862 0.0039574885000379549 0.01241572378089994 0.0037245040711989604 0.0038256910822449296 -0.0055072362260633525 0.00071636176522684174 0.014301900505709642 0.012319727267176589 -0.0034124623675412893 0.0055782272748188194 -0.0047182935510759177 0.013330084605399244
leaf_weight=54 81 59 54 58 78 58 68 1901 55 55 54 92 52 138 55 53
leaf_count=54 81 59 54 58 78 58 68 1901 55 55 54 92 52 138 55 53
internal_value=0 0.000908593 -0.000951511 0.00442441 0.00970309 0.00413315 0.00431285 0.00411287 0.00102132 0.00316934 0.0074633 0.00867799 0.00377989 0.00395492 0.00358453 0.00773867
internal_weight=0 358 277 2607 136 2471 2417 2359 223 168 109 160 2199 2147 1956 191
internal_count=2965 358 277 2607 136 2471 2417 2359 223 168 109 160 2199 2147 1956 191
is_linear=0
shrinkage=0.16829


Tree=7114
num_leaves=26
num_cat=0
split_feature=1 155 2 12 2 0 4 4 11 0 4 0 12 2 2 49 0 16 1 4 49 4 12 12 4
split_gain=7.11706 1.61504 1.18501 0.934205 0.48507 0.479145 0.459778 0.384207 0.354647 0.455215 0.3937 0.338083 0.22115 0.187958 0.173036 0.159919 0.15542 0.151434 0.194661 0.133579 0.119103 0.109695 0.164169 0.145359 0.0751754
threshold=0.10398500000000001 0.089885000000000007 0.14808000000000002 0.088325000000000015 -1.0000000180025095e-35 -0.074249999999999997 0.24099500000000004 0.23355000000000001 1.0000000180025095e-35 -0.11167499999999998 0.0019650000000000002 -0.079249999999999987 0.085425000000000015 0.12750000000000003 0.30739000000000005 -0.073619999999999977 -0.053169999999999995 -0.019749999999999993 0.11366000000000001 -0.018964999999999999 0.085350000000000023 0.022635000000000006 0.089085000000000011 0.083815000000000014 -0.50231999999999988
decision_type=2 2 2 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 16 17 8 -5 9 10 -1 15 -10 19 -4 -11 -2 18 -6 24 -21 23 -23 -17 -13
right_child=1 -3 14 7 5 -7 -8 -9 12 11 -12 13 -14 -15 -16 21 -18 -19 -20 20 -22 22 -24 -25 -26
leaf_value=0.00048889836378149883 4.8732942417431007e-05 0.00094244832097360265 0.00021069699498316196 0.00081284806759852868 0.0005543346551365112 0.0006694442821002512 0.00058325983963181376 0.00047880295178307088 0.0011697168335060701 0.001025465625105644 0.00082908553757576333 0.00093193394660248544 0.00089446060359654029 0.0006007639795139665 -5.6848508798086272e-05 0.00098950696214689755 0.00030479675160370687 0.0002096192459782864 0.0002937764193937073 0.00059946366160221545 0.00081278559733708356 0.0008871297156162394 0.00062926818668905505 0.00086224489824103696 0.00080752238421065653
leaf_weight=78 52 65 52 91 60 74 80 65 54 75 72 65 83 58 53 114 52 56 67 64 55 58 53 929 440
leaf_count=78 52 65 52 91 60 74 80 65 54 75 72 65 83 58 53 114 52 56 67 64 55 58 53 929 440
internal_value=0 0.000447132 0.000395314 0.000460236 0.000367813 0.00044485 0.000830435 0.000673888 0.000839415 0.00082851 0.000652423 0.000842313 0.00100321 0.000782903 7.53147e-05 0.000875252 0.000177104 0.000353837 0.000417152 0.000799776 0.000698354 0.000865459 0.000764324 0.000876188 0.000823606
internal_weight=0 687 622 517 361 257 2278 156 2198 2061 150 1911 137 682 105 1229 104 183 127 624 119 1154 111 1043 505
internal_count=2965 687 622 517 361 257 2278 156 2198 2061 150 1911 137 682 105 1229 104 183 127 624 119 1154 111 1043 505
is_linear=0
shrinkage=0.0032998


Tree=7115
num_leaves=30
num_cat=0
split_feature=15 3 3 43 48 3 147 0 156 0 15 15 3 3 3 159 0 13 0 13 15 15 13 3 43 1447 3 52 160
split_gain=9.33733 4.9942 1.91099 1.6813 0.996189 0.679757 0.421136 0.403294 0.372006 0.341867 0.603969 0.3177 0.892257 0.432886 0.651748 0.307617 0.287732 0.261853 0.223358 0.218164 0.19318 0.164742 0.131924 0.111992 0.0929314 0.0700429 0.0743949 0.0438471 0.0283322
threshold=-0.24211499999999997 -0.066229999999999997 0.28833000000000003 -0.066289999999999988 0.086410000000000015 0.10402500000000002 0.085900000000000018 -0.14606999999999998 0.088675000000000018 -0.063819999999999988 -1.0000000180025095e-35 1.0000000180025095e-35 -0.15288999999999997 -0.11749 -0.16100499999999998 0.10652000000000002 -0.09633499999999999 -0.0040999999999999986 -0.14867499999999997 -0.078724999999999976 0.11129500000000002 -0.43091499999999999 -0.09219999999999999 -0.082354999999999984 -0.083479999999999985 -1.0000000180025095e-35 -0.082689999999999986 -0.10201499999999998 -0.072489999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 3 4 17 8 11 -1 9 10 -5 13 -13 14 -2 21 -14 -3 -7 25 22 -9 -18 24 -21 -15 -27 -25 -22
right_child=1 2 -4 5 -6 18 -8 15 -10 -11 -12 12 16 19 -16 -17 20 -19 -20 23 28 -23 -24 27 -26 26 -28 -29 -30
leaf_value=0.00097439655609629042 0.0014668860460588012 0.0010056058543017569 0.00059961781441714168 0.001303072926565211 0.00068455663660174572 0.0009373029323158892 0.0012205444934307533 0.00084329299084366053 0.0016288651639170195 0.0011462008099764887 0.0017069705057085004 0.0019345693253867368 0.0012737436925984826 0.0014261727640200758 0.0010473318071183826 0.00044011163807224725 0.0016877142590747719 0.0013340344688686509 0.0012330648247260169 0.0014080703150631112 0.0014577488916719225 0.0006061267993843363 0.0015276186163498732 0.0012904150072296646 0.0015812262633430891 0.0014954140504251194 0.0015931413436641728 0.0014045968868244205 0.0013404796684537907
leaf_weight=53 98 57 61 152 85 52 67 71 62 73 56 57 56 73 70 56 66 52 64 89 55 61 696 79 64 189 196 99 64
leaf_count=53 98 57 61 152 85 52 67 71 62 73 56 57 56 73 70 56 66 52 64 89 55 61 696 79 64 189 196 99 64
internal_value=0 0.00139672 0.00115931 0.00121154 0.000953336 0.00132059 0.00148071 0.000718849 0.00139483 0.00134306 0.00141198 0.00148962 0.00153154 0.00144604 0.00129228 0.000646618 0.00150699 0.00116261 0.00110079 0.00147874 0.00152178 0.00073396 0.00154153 0.00141275 0.00148073 0.00152635 0.00154526 0.00135412 0.00139498
internal_weight=0 2732 714 653 194 459 2018 241 343 281 208 1951 994 957 168 188 937 109 116 789 881 132 762 331 153 458 385 178 119
internal_count=2973 2732 714 653 194 459 2018 241 343 281 208 1951 994 957 168 188 937 109 116 789 881 132 762 331 153 458 385 178 119
is_linear=0
shrinkage=0.0032998


Tree=7116
num_leaves=23
num_cat=0
split_feature=1 3 9 151 12 0 16 47 1447 131 3 12 132 0 1 132 155 0 16 0 0 3
split_gain=0.259419 0.225994 0.165961 0.156366 0.184336 0.167241 0.225383 0.216259 0.142216 0.132365 0.136972 0.0971405 0.126 0.24489 0.142436 0.082612 0.0791151 0.0781225 0.0907048 0.0752183 0.0358543 0.0184087
threshold=0.10152500000000002 0.093925000000000022 0.081505000000000008 -0.086249999999999979 0.10713500000000002 -0.034759999999999992 -0.07027499999999999 0.10621500000000002 -0.085804999999999979 0.082750000000000004 0.085880000000000012 0.087805000000000008 0.082230000000000011 -0.037444999999999992 0.089745000000000019 -0.083284999999999984 0.11426500000000002 -0.071749999999999994 0.41068500000000002 -0.083274999999999988 -0.14606999999999998 -0.080454999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -2 5 7 -7 9 -1 10 -5 12 13 14 -10 21 -8 19 -19 -17 -12 -13
right_child=3 -3 -4 4 -6 6 16 -9 11 -11 20 15 -14 -15 -16 17 -18 18 -20 -21 -22 -23
leaf_value=-0.00036632194565555605 -0.0045984355414427358 -0.00201518216223111 0.01540022892296217 -0.0068236767805191214 -0.0042678876561478892 0.017180646464236428 -0.00062759067319959711 0.0097574003508852335 0.0065014913891546459 0.0054334326353164056 0.0046906643215285379 0.011884398629104819 0.00014570550065926179 0.018056018155302757 0.015145048978524327 0.0056417628365655007 0.0086259237082137001 0.0053632079142747298 0.012584622215920235 0.0022202859264081947 -0.0012880227956896348 0.0072822975807185211
leaf_weight=99 88 102 53 98 86 57 52 84 688 92 58 53 62 64 59 329 52 212 65 413 55 52
leaf_count=99 88 102 53 98 86 57 52 84 688 92 58 53 62 64 59 329 52 212 65 413 55 52
internal_value=0 0.00571153 0.0060791 0.00204115 0.00296556 0.00410402 0.0086659 0.00220154 0.00584255 0.000100911 -0.00221565 0.00615125 0.00748751 0.00804656 0.00718659 0.00511179 0.00398189 0.00464525 0.00706425 0.00373978 0.00176478 0.00962237
internal_weight=0 2251 2149 722 634 548 161 387 2096 303 211 1997 873 811 747 1124 104 1019 277 742 113 105
internal_count=2973 2251 2149 722 634 548 161 387 2096 303 211 1997 873 811 747 1124 104 1019 277 742 113 105
is_linear=0
shrinkage=0.16829


Tree=7117
num_leaves=29
num_cat=0
split_feature=12 43 12 42 13 0 16 13 43 52 0 0 52 52 15 15 12 3 42 3 52 42 160 13 3 0 15 43
split_gain=0.120027 0.1781 0.147156 0.245204 0.100721 0.119196 0.145594 0.110882 0.100683 0.103481 0.205412 0.152095 0.138702 0.284059 0.165729 0.100287 0.0983206 0.0899294 0.0995735 0.0897035 0.0809044 0.0773023 0.0769636 0.0719054 0.0800307 0.0600171 0.0399095 0.0386246
threshold=0.084130000000000024 0.0049250000000000014 0.087805000000000008 0.08845500000000002 -0.14545999999999995 -0.034759999999999992 0.31625000000000009 -0.093619999999999995 -0.10761 0.14295500000000003 -0.23089999999999997 -0.14797999999999997 -0.049669999999999999 -0.087604999999999988 0.078925000000000009 0.087520000000000014 -0.038859999999999992 -0.084014999999999992 -0.074124999999999983 -0.082784999999999984 -0.020314999999999996 0.0069650000000000016 1.0000000180025095e-35 -0.020484999999999996 -0.082474999999999979 -0.078809999999999977 -0.096164999999999987 -0.012824999999999998
decision_type=2 2 2 2 2 2 2 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 15 -4 7 -7 -6 -1 10 -10 26 13 -13 -14 20 -3 21 -19 -20 22 25 -2 24 -22 -9 -12 -25
right_child=2 16 4 -5 5 6 -8 17 9 -11 11 12 14 -15 -16 -17 -18 18 19 -21 23 -23 -24 27 -26 -27 -28 -29
leaf_value=0.0083122062563363765 0.012585468840907483 0.00076988431408998436 -0.0021558746483102257 0.015333013214763477 0.011087416524538886 -0.0055342687009032601 0.0059550039860587819 0.0015848536330917103 -0.0061603762214269249 -0.0036573224322285691 0.0063418977925794049 0.0045433582679092468 0.0074418269782393666 -0.0071798330104209732 -0.002678203803328841 0.011872381404565481 -0.0091655492369252193 0.012158586604689693 0.011504626349829119 0.0042836176013961091 -0.0036459344942917082 -0.0037946773492767332 0.0037747454535615125 0.0032492329241155071 0.0038478256993561984 0.0063369107162889841 0.012600685092315897 0.0095680901220580924
leaf_weight=101 59 61 74 87 73 74 54 230 60 67 58 150 229 96 57 62 52 57 53 659 68 52 55 58 99 113 61 54
leaf_count=101 59 61 74 87 73 74 54 230 60 67 58 150 229 96 57 62 52 57 53 659 68 52 55 58 99 113 61 54
internal_value=0 0.00249542 0.00476798 0.00713531 0.00387507 0.00420334 -0.000673196 0.00470939 0.00330501 0.00265266 0.0032498 0.00411986 0.00289843 -2.42425e-05 0.00541862 0.00556389 -0.00378627 0.00430785 0.00536968 0.00482366 0.00456409 0.00223611 0.00835044 0.00301054 0.000785716 0.00315564 0.00956528 0.00631187
internal_weight=0 992 1981 542 1439 1365 128 1237 879 778 711 651 532 246 286 455 113 1164 769 712 393 395 114 279 167 343 119 112
internal_count=2973 992 1981 542 1439 1365 128 1237 879 778 711 651 532 246 286 455 113 1164 769 712 393 395 114 279 167 343 119 112
is_linear=0
shrinkage=0.16829


Tree=7118
num_leaves=24
num_cat=0
split_feature=1 3 3 13 16 457 43 1209 148 403 41 403 3 13 16 16 16 15 13 1 13 15 43
split_gain=0.138389 0.136418 0.113413 0.0885091 0.196661 0.0822133 0.0759683 0.0738698 0.0774985 0.0801317 0.129575 0.0966989 0.0722625 0.162252 0.0981832 0.149388 0.14069 0.0681231 0.0451991 0.0415546 0.0362393 0.0299159 0.0234133
threshold=0.10152500000000002 0.093925000000000022 -0.029394999999999998 -0.00027999999999999998 -0.018754999999999997 0.048350000000000011 0.097510000000000027 -0.08342999999999999 -0.081784999999999983 -0.13556499999999996 0.077915000000000012 -0.29912499999999992 -0.086254999999999984 0.084770000000000026 -0.073554999999999995 0.0044600000000000013 -0.18817999999999999 -0.078064999999999982 -0.048579999999999991 0.12313000000000002 -0.0088749999999999992 -0.089604999999999976 -0.075374999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 21 -5 6 12 -1 -9 11 17 18 13 -2 16 -16 20 -11 -10 -17 22 -4 -14
right_child=5 -3 3 4 -6 -7 -8 8 9 10 -12 -13 14 -15 15 19 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0099561998309159114 -0.0091741515809272787 -0.0020144164171578636 0.0072628611275810688 0.0041351849476039641 0.018164998211451053 -0.0033867483510019577 0.0075437908770842133 0.010102517156788036 0.0016832729200435402 0.005364558559978653 -0.0042380533444367754 0.012705469287359203 0.0018074845078734682 0.0026133276142525723 -0.0063778447985488908 0.0053747896186641395 0.012662906217058009 0.002722837188408904 0.0068704431696747954 -0.00032768278577921073 -0.0010654109896411669 0.0015553721141562608 0.0068924141779486848
leaf_weight=55 54 102 52 57 57 92 63 52 87 368 66 53 53 85 71 87 52 1140 108 61 52 54 52
leaf_count=55 54 102 52 57 57 92 63 52 87 368 66 53 53 85 71 87 52 1140 108 61 52 54 52
internal_value=0 0.00398708 0.00427277 0.00790072 0.0111659 0.00130536 0.00199341 0.00385808 0.00367814 0.00349381 0.00304859 0.00631224 0.00137353 -0.00195306 0.00245809 -2.37851e-05 0.00506731 0.00336869 0.00456538 0.00301231 0.00254013 0.00437222 0.00434285
internal_weight=0 2251 2149 220 114 722 630 1929 1874 1822 1574 248 567 139 428 219 209 1508 195 148 157 106 105
internal_count=2973 2251 2149 220 114 722 630 1929 1874 1822 1574 248 567 139 428 219 209 1508 195 148 157 106 105
is_linear=0
shrinkage=0.16829


Tree=7119
num_leaves=26
num_cat=0
split_feature=1 1 2 123 13 43 1 2 11 39 1 14 475 475 43 1 0 0 51 159 49 1 43 49 43
split_gain=18.8563 3.33118 1.42093 1.05907 0.558345 0.535802 0.530078 0.512413 0.687755 0.476915 0.408157 0.345296 0.340155 0.420467 0.269932 0.256554 0.244315 0.196399 0.195035 0.133069 0.123852 0.109785 0.092979 0.0685926 0.0550067
threshold=0.10398500000000001 0.12448500000000001 0.11231500000000001 1.0000000180025095e-35 -0.15122999999999998 -0.083284999999999984 0.10723500000000001 0.08895500000000002 1.0000000180025095e-35 0.098100000000000007 0.08864000000000001 0.076450000000000004 -0.081774999999999973 -0.085684999999999997 -0.14239499999999997 0.091395000000000018 -0.06612999999999998 -0.10934999999999999 0.11543000000000002 0.082200000000000009 0.082820000000000019 0.13558500000000004 -0.0039049999999999992 0.0026050000000000001 -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
left_child=3 2 5 7 -3 -2 -7 11 10 21 18 12 13 -1 -14 20 -8 -4 19 22 -16 -6 -9 -21 -17
right_child=1 4 17 -5 9 6 16 8 -10 -11 -12 -13 14 -15 15 24 -18 -19 -20 23 -22 -23 -24 -25 -26
leaf_value=0.0011796332384813749 0.00055051140104676064 -2.9392013564560712e-05 0.00032440894595550299 0.00076695095855535648 0.00052836947050523904 0.00066825055648977939 0.001208009478074757 0.0010846527881085575 0.0013671354603205044 8.1828571832002827e-05 0.00079060274361246019 0.0014261434871309594 0.0010009861394547381 0.00082849131119673591 0.0012067233131178969 0.0010206182199545331 0.00090350810010825168 0.0005680053771528516 0.00087464682555672116 0.0010916672629817264 0.0013410318219535761 0.00032280825965348811 0.00099643601609787202 0.0012467860217298477 0.0011415389819181227
leaf_weight=78 55 83 89 94 58 59 58 425 78 71 66 56 87 73 684 89 60 62 58 67 90 58 208 71 96
leaf_count=78 55 83 89 94 58 59 58 425 78 71 66 56 87 73 684 89 60 62 58 67 90 58 208 71 96
internal_value=0 0.000476346 0.000674268 0.00111122 0.000195459 0.000836576 0.000925267 0.00112574 0.00106851 0.000295447 0.00104244 0.00117015 0.00115815 0.00101011 0.00117948 0.00119564 0.00105348 0.000424662 0.00106245 0.00107653 0.00122239 0.000425893 0.00105572 0.00117173 0.00108356
internal_weight=0 653 383 2320 270 232 177 2226 973 187 895 1253 1197 151 1046 959 118 151 829 771 774 116 633 138 185
internal_count=2973 653 383 2320 270 232 177 2226 973 187 895 1253 1197 151 1046 959 118 151 829 771 774 116 633 138 185
is_linear=0
shrinkage=0.0032998


Tree=7120
num_leaves=15
num_cat=0
split_feature=3 1204 1209 1211 1211 16 148 14 14 3 1453 49 2 2
split_gain=0.244323 0.128188 0.150673 0.116956 0.221066 0.0949051 0.147663 0.144098 0.13973 0.179309 0.106618 0.0897043 0.082291 0.026422
threshold=0.3148450000000001 -0.065259999999999985 -0.080559999999999979 0.076895000000000019 0.092860000000000012 -0.0069549999999999985 -0.064274999999999985 -0.073764999999999983 0.05884000000000001 -0.10519499999999998 -0.040249999999999987 0.12518000000000004 0.087750000000000009 0.14561000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 5 -5 7 -7 -4 9 -9 -8 -12 -1 -2
right_child=13 2 3 4 -6 6 10 8 -10 -11 11 -13 -14 -15
leaf_value=0.0019825545701503758 -0.0016874506160836603 0.012497151967283205 0.012948725716695829 0.017405083370971859 0.0038670348690478928 -0.0054715293969586657 -0.0039904829198669561 -0.001962489424770415 0.01187309585091737 0.0044248861887179903 0.0038855636718133791 -0.003262049237960201 -0.006339088490204663 -0.0070825972657510604
leaf_weight=95 53 60 55 52 101 64 59 137 64 1322 747 53 52 52
leaf_count=95 53 60 55 52 101 64 59 137 64 1322 747 53 52 52
internal_value=0 0.0038814 0.00414369 0.00395416 0.00847994 0.00367657 0.00231703 0.00447065 0.00416331 0.00382388 0.00289941 0.00340979 -0.000948934 -0.00437644
internal_weight=0 2861 2714 2654 153 2501 923 1578 1523 1459 859 800 147 105
internal_count=2966 2861 2714 2654 153 2501 923 1578 1523 1459 859 800 147 105
is_linear=0
shrinkage=0.16829


Tree=7121
num_leaves=22
num_cat=0
split_feature=1 4 3 12 4 4 49 3 3 15 4 12 1 1 15 50 12 12 12 4 13
split_gain=11.0821 1.60619 1.60287 1.11124 1.00296 0.979208 0.723894 0.663544 0.492086 0.48131 0.480908 0.412673 0.411602 0.378866 0.241912 0.197746 0.288632 0.177437 0.17613 0.134773 0.0737164
threshold=0.10921500000000002 0.31392000000000003 0.3148450000000001 0.056995000000000011 -0.17568999999999999 0.27420500000000009 -0.0087399999999999995 -0.14088999999999999 -0.10337499999999998 1.0000000180025095e-35 -0.0069049999999999988 0.11619500000000001 0.092845000000000025 0.12122500000000001 -0.089604999999999976 0.083090000000000011 0.083785000000000012 -0.078454999999999983 -0.071274999999999991 -0.000195 -0.0050199999999999993
decision_type=2 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 -2 9 -9 -5 -8 15 17 -7 -14 16 -10 -6 -15 -19 -17
right_child=2 -3 -4 7 12 13 10 8 11 -11 -12 -13 14 18 -16 20 -18 19 -20 -21 -22
leaf_value=0.0012152052044550126 0.00051145084246816174 0.00050727423451948721 0.00014726624106611117 0.0011409035072059634 0.0010571977716143024 0.00061324506330020004 0.0011019223879946438 0.00083140892224207801 0.001277063903325342 0.0015085142413631169 0.00072798843842527769 0.00083780459056011095 0.00079377828384525966 0.00044384214874486214 0.00048704118937141982 0.0011814172952962535 0.0010633832830319473 0.00072192968321332885 0.00018937564164307126 0.00093275849478588208 0.0010424929796548322
leaf_weight=87 88 59 100 94 60 82 66 88 75 68 89 71 63 62 52 339 1173 62 58 77 53
leaf_count=87 88 59 100 94 60 82 66 88 75 68 89 71 63 62 52 339 1173 62 58 77 53
internal_value=0 0.0010462 0.000525232 0.00105965 0.000900866 0.000610089 0.000751424 0.0010921 0.00107377 0.00129543 0.000887439 0.00108621 0.000813659 0.000439894 0.000655386 0.00109694 0.00107625 0.000904947 0.000321144 0.000838973 0.00116272
internal_weight=0 2421 545 2362 401 445 243 1961 1799 162 155 1711 314 202 115 1640 1248 199 120 139 392
internal_count=2966 2421 545 2362 401 445 243 1961 1799 162 155 1711 314 202 115 1640 1248 199 120 139 392
is_linear=0
shrinkage=0.0032998


Tree=7122
num_leaves=21
num_cat=0
split_feature=2 15 3 2 0 16 15 16 15 47 15 3 0 15 3 16 0 16 160 0
split_gain=9.6374 4.33446 1.97122 1.75554 0.935622 0.836694 0.682099 0.947614 0.591913 0.508848 0.376107 0.357668 0.931065 0.911038 0.341408 0.310472 0.237402 0.154544 0.139327 0.254632
threshold=0.12068000000000001 -0.38214499999999996 -0.046079999999999989 0.16730000000000003 -0.084114999999999981 -0.5103049999999999 0.039965000000000007 0.15273500000000004 -0.088819999999999982 0.11069000000000002 -0.11277999999999998 -0.14088999999999999 -0.10726999999999999 0.025430000000000005 0.092005000000000017 0.0054050000000000009 0.121355 -0.43491999999999992 0.085460000000000022 -0.12851999999999997
decision_type=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 -2 -3 7 8 18 11 -6 13 -13 16 -10 -14 -7 -1 19 -4
right_child=3 2 6 -5 10 9 -8 -9 14 -11 -12 12 15 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00042262424330958951 0.00023280532218612781 0.00065071380055915166 0.00072189833910711533 -8.9299469423020366e-05 0.00043475000173292362 0.00084838686153188871 0.0011148291449750499 0.0010604737740786707 0.00063326428468840168 0.00078708437143077455 0.00077316790194228893 0.00068126060136096379 0.0010737940392621717 0.0015083988102230069 0.00030098439692062057 0.00095637309541264713 0.0011486567128475532 0.00016785413919314507 0.00066180530380356391 0.0010191271984841201
leaf_weight=53 98 63 75 75 58 52 63 84 89 85 96 78 1325 64 55 309 68 52 68 56
leaf_count=53 98 63 75 75 58 52 63 84 89 85 96 78 1325 64 55 309 68 52 68 56
internal_value=0 0.000954237 0.000981465 0.000353493 0.000485417 0.00102659 0.000793176 0.000745637 0.000668431 0.00103852 0.000645941 0.00104977 0.00103476 0.00118931 0.000506596 0.00105161 0.00101883 0.000296788 0.00078536 0.000849227
internal_weight=0 2639 2534 327 252 2044 490 427 343 1981 154 1896 1712 184 144 1634 120 105 199 131
internal_count=2966 2639 2534 327 252 2044 490 427 343 1981 154 1896 1712 184 144 1634 120 105 199 131
is_linear=0
shrinkage=0.0032998


Tree=7123
num_leaves=14
num_cat=0
split_feature=1 40 13 43 4 1371 13 13 4 4 11 149 1
split_gain=0.19722 0.112084 0.11946 0.263351 0.250327 0.0872079 0.0882105 0.0852575 0.21446 0.14976 0.0996174 0.0941653 0.101479
threshold=0.14920500000000003 0.0045850000000000005 -0.10667999999999998 0.061295000000000009 0.032770000000000001 1.0000000180025095e-35 0.26838000000000006 0.057990000000000007 -0.050244999999999991 0.008570000000000003 0.085630000000000026 0.075040000000000009 0.13535500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 11 10 -10 -9 12 -4
right_child=-2 -3 5 -5 -6 -7 -8 8 9 -11 -12 -13 -14
leaf_value=0.0026285499254156647 -0.0043674976866071554 -0.0016783587787289229 0.0048211046300164016 0.0080109065796710021 -0.011128358631488743 0.011897133016771221 0.011856232732197533 0.0084577344935337258 -0.010005642801976123 0.0021919998012137334 -0.00019185116514452662 0.012152941885640527 0.012234624189284723
leaf_weight=90 71 78 2060 100 64 53 52 122 54 60 54 54 54
leaf_count=90 71 78 2060 100 64 53 52 122 54 60 54 54 54
internal_value=0 0.00459755 0.00477196 0.00128128 -0.00307694 0.00511719 0.00497331 0.00482697 0.00210656 -0.00357007 0.00579368 0.00519004 0.00501133
internal_weight=0 2895 2817 254 154 2563 2510 2458 290 114 176 2168 2114
internal_count=2966 2895 2817 254 154 2563 2510 2458 290 114 176 2168 2114
is_linear=0
shrinkage=0.16829


Tree=7124
num_leaves=24
num_cat=0
split_feature=3 43 0 15 0 52 4 3 3 133 52 1204 472 3 4 4 12 15 15 15 132 12 4
split_gain=0.182715 0.200474 0.147747 0.207208 0.259206 0.141291 0.207462 0.343364 0.21116 0.115241 0.109084 0.102473 0.101159 0.106393 0.178728 0.14844 0.102433 0.34343 0.100426 0.10013 0.0741969 0.0715534 0.0602588
threshold=-0.010434999999999998 -0.051239999999999987 -0.10114999999999998 -0.10763999999999999 -0.14259999999999998 -0.069499999999999992 0.03851000000000001 0.13470000000000001 0.11878500000000002 0.08517000000000001 -0.14198999999999998 -0.065259999999999985 -0.080649999999999986 -0.16100499999999998 -0.17568999999999999 -0.085739999999999997 0.083785000000000012 -0.014669999999999997 -0.081149999999999986 0.033605000000000003 -0.083284999999999984 -1.0000000180025095e-35 -0.090174999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 -1 -5 10 7 -7 -8 -2 -3 20 -13 14 -14 19 17 -17 -18 -15 -4 -10 -21
right_child=1 5 11 4 -6 6 8 -9 21 -11 -12 12 13 15 -16 16 18 -19 -20 22 -22 -23 -24
leaf_value=0.0066703094675567166 -0.010880771601362917 0.0012868951833645782 0.0044972952226034792 0.0042531116171964523 -0.0090992232533255463 -0.012893364925777607 0.0096731519227245353 0.0050070315065724492 0.003453998371610526 -3.1398311389487333e-06 0.009963340828773995 -0.00062536984670570064 0.017394807870180395 -0.0044024528354682608 0.004052618211774911 0.0037944324811512373 0.0078829116047798679 0.020162013444231811 0.004392913996137361 0.0066303790697952187 -0.003495506938650121 -0.0048564433025107372 0.00022667341864540447
leaf_weight=99 55 70 62 75 91 69 93 54 54 56 101 83 54 67 61 101 302 57 1060 80 70 64 88
leaf_count=99 55 70 62 75 91 69 93 54 54 56 101 83 54 67 61 101 302 57 1060 80 70 64 88
internal_value=0 0.00106137 0.00432165 0.000570999 -0.00305572 0.00248716 0.000467198 -0.00502005 0.00367444 -0.00540914 0.00642209 0.00479749 0.00510426 0.00535953 0.0103333 0.00503259 0.00564144 0.00971056 0.00516808 0.00108686 0.000245078 -0.00103813 0.00328675
internal_weight=0 616 2350 265 166 505 334 123 211 111 171 2085 1953 1870 115 1755 1520 158 1362 235 132 118 168
internal_count=2966 616 2350 265 166 505 334 123 211 111 171 2085 1953 1870 115 1755 1520 158 1362 235 132 118 168
is_linear=0
shrinkage=0.16829


Tree=7125
num_leaves=20
num_cat=0
split_feature=4 2 124 3 133 2 2 4 0 43 0 3 43 13 0 3 3 2 13
split_gain=7.76477 2.70367 0.954324 0.718551 0.39103 0.38203 0.337286 0.376917 0.279182 0.262523 0.222497 0.357391 0.198422 0.230729 0.193908 0.182444 0.164662 0.123295 0.0484676
threshold=0.31392000000000003 0.13388500000000003 -0.048219999999999992 0.11391500000000002 0.085895000000000013 0.13966500000000001 0.098655000000000007 -0.085594999999999991 -0.096444999999999989 0.057215000000000009 -0.18713499999999997 -0.0013299999999999998 -1.0000000180025095e-35 -0.077614999999999976 -0.050704999999999993 0.084670000000000009 -0.023409999999999997 0.085785000000000014 0.085955000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 10 7 8 -4 12 -2 -12 13 -8 -3 16 -9 -10 -14
right_child=5 14 3 -5 -6 -7 9 15 17 -11 11 -13 18 -15 -16 -17 -18 -19 -20
leaf_value=0.00073536956761815564 0.00051768657873554652 0.00020545086858844662 0.001211072803252196 0.00054499564280533245 0.00039306958981258138 8.6874701255448792e-05 0.00095623434592725205 0.00086929651823876015 0.0010061012693626131 0.00060332910969880906 0.00041759361875830724 0.00010565880713996929 0.0009907086643502652 0.00070091446088845985 0.00046847802703263403 0.00070057568090486455 0.0010460990221572075 0.00086358899556759515 0.0008508787487570839
leaf_weight=86 59 58 54 76 64 89 52 1380 175 72 91 72 71 162 66 69 62 115 53
leaf_count=86 59 58 54 76 64 89 52 1380 175 72 91 72 71 162 66 69 62 115 53
internal_value=0 0.000821773 0.000845456 0.000861837 0.000589556 0.000270063 0.000872453 0.000891526 0.00099084 0.000786073 0.000343344 0.000280023 0.000824896 0.000763119 0.000345733 0.000868893 0.000876923 0.000949709 0.000931227
internal_weight=0 2615 2491 2341 150 311 2265 1855 344 410 222 163 338 214 124 1511 1442 290 124
internal_count=2926 2615 2491 2341 150 311 2265 1855 344 410 222 163 338 214 124 1511 1442 290 124
is_linear=0
shrinkage=0.0032998


Tree=7126
num_leaves=9
num_cat=0
split_feature=41 124 38 41 1348 2 2 15
split_gain=0.154566 0.157451 0.153865 0.127123 0.127076 0.171259 0.13728 0.0904829
threshold=0.10138000000000001 0.0049200000000000008 0.084445000000000006 0.078150000000000011 0.084490000000000023 -0.13746499999999998 -0.007134999999999999 -0.26361999999999991
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 -8
right_child=-2 -3 -4 -5 -6 6 7 -9
leaf_value=0.012605457843067821 -0.0051738085673569256 -0.0046974665839615362 0.012997388419801423 0.0096392450390859058 -0.0039132956802705255 -0.003108737302201803 -0.00061791298296947153 0.0040353547297509217
leaf_weight=61 55 60 53 103 62 84 124 2324
leaf_count=61 55 60 53 103 62 84 124 2324
internal_value=0 0.00381915 0.00400157 0.00382805 0.00360193 0.00378232 0.00356904 0.00379892
internal_weight=0 2871 2811 2758 2655 2593 2532 2448
internal_count=2926 2871 2811 2758 2655 2593 2532 2448
is_linear=0
shrinkage=0.16829


Tree=7127
num_leaves=20
num_cat=0
split_feature=2 1455 13 4 16 15 12 1420 403 402 41 13 13 16 15 12 3 16 4
split_gain=0.126666 0.12335 0.123248 0.120657 0.196355 0.148731 0.109634 0.0971863 0.10758 0.129922 0.119033 0.15667 0.119069 0.124589 0.107558 0.0890919 0.077873 0.072976 0.0669102
threshold=0.11621000000000002 0.10548500000000001 -0.11279499999999999 0.25367000000000006 -0.04040499999999999 -0.40166999999999992 0.096475000000000019 -0.051294999999999993 -0.070299999999999987 0.089310000000000014 0.088100000000000012 -0.09547499999999999 -0.090854999999999977 0.20277000000000003 0.090545000000000014 0.084565000000000015 -0.084144999999999984 -0.15105999999999997 -0.085739999999999997
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 -2 4 -4 -5 -6 -1 9 14 11 16 -13 -14 15 -9 -10 -18 -17
right_child=2 -3 3 5 6 -7 -8 8 10 -11 -12 12 13 -15 -16 18 17 -19 -20
leaf_value=0.0084896060237617949 0.0055030224727645877 0.010416387741697267 0.0087582176342278269 -0.00050460414202004695 -0.0075699665525917085 -0.012211126179348872 0.0022710838065750456 -0.003551996320102412 0.01269321182778118 0.011604866288509354 -0.0051697336555721427 -0.0046429866700036116 0.0031326919844242296 -0.0010132564963198302 0.00885632211685187 0.0082747219861065788 0.00038044910208143894 0.0081103127570963211 0.0023044791103323079
leaf_weight=98 100 71 67 76 62 52 66 55 53 77 56 70 1247 245 103 72 57 90 209
leaf_count=98 100 71 67 76 62 52 66 55 53 77 56 70 1247 245 103 72 57 90 209
internal_value=0 0.00349038 0.000336954 -0.00125689 0.00137105 -0.00527441 -0.00248164 0.00328744 0.00306824 0.00521594 0.00245768 0.00270111 0.00213164 0.00245069 0.00409124 0.00262517 0.00713974 0.00512524 0.00384061
internal_weight=0 2503 423 323 195 128 128 2432 2334 516 1818 1762 1562 1492 439 336 200 147 281
internal_count=2926 2503 423 323 195 128 128 2432 2334 516 1818 1762 1562 1492 439 336 200 147 281
is_linear=0
shrinkage=0.16829


Tree=7128
num_leaves=17
num_cat=0
split_feature=4 40 150 12 51 11 15 10 124 4 51 12 12 39 12 15
split_gain=13.4025 4.86382 1.54471 1.96776 1.22892 1.00044 1.17505 0.82842 0.676836 0.575943 0.498115 0.663713 0.34387 0.336033 0.167168 0.0826972
threshold=0.31392000000000003 -0.034699999999999988 0.083435000000000023 0.082795000000000021 0.041320000000000003 1.0000000180025095e-35 0.043560000000000008 -1.0000000180025095e-35 -0.076779999999999987 -0.50139499999999992 -0.26960999999999996 -1.0000000180025095e-35 0.09253500000000002 0.087880000000000014 0.085685000000000025 -0.41725999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -4 8 9 -7 -2 -1 -3 -11 -12 -13 15 -5 -9
right_child=7 2 3 14 -6 6 -8 13 -10 10 11 12 -14 -15 -16 -17
leaf_value=0.00077784080305990549 0.00023991376419514677 0.0016582960805222441 0.00065617716624535361 0.0014584211711622253 0.00043992250953060459 0.001407828574815969 0.0019913373909072928 0.00081225068827800657 0.0012193211242836244 0.0011074099436384425 0.0010166505898251614 0.0013991666643773408 0.0013011235011964996 0.00047702113175864246 0.0012213470077496538 0.00066376411221458675
leaf_weight=80 63 66 77 54 63 103 60 94 73 95 62 1188 602 74 92 80
leaf_count=80 63 66 77 54 63 103 60 94 73 95 62 1188 602 74 92 80
internal_value=0 0.00130351 0.00134624 0.00108392 0.000828812 0.0013731 0.00162283 0.00057869 0.000988712 0.00135286 0.00134249 0.00135453 0.00136621 0.000664608 0.00130927 0.000744183
internal_weight=0 2615 2399 223 216 2176 163 311 153 2013 1947 1852 1790 248 146 174
internal_count=2926 2615 2399 223 216 2176 163 311 153 2013 1947 1852 1790 248 146 174
is_linear=0
shrinkage=0.0032998


Tree=7129
num_leaves=17
num_cat=0
split_feature=2 1209 4 1455 1447 1447 16 51 399 1204 1428 13 4 16 16 1
split_gain=0.122534 0.106909 0.120782 0.103504 0.107365 0.148845 0.104237 0.0892593 0.0769424 0.0899448 0.0959265 0.0767898 0.103331 0.14033 0.120321 0.057507
threshold=0.11621000000000002 0.083050000000000013 -0.082274999999999987 0.068185000000000009 -0.085804999999999979 -0.083249999999999977 -0.071444999999999995 -0.015619999999999997 0.088925000000000018 -0.0047399999999999986 0.080150000000000013 -0.11279499999999999 0.028075000000000006 -0.13895999999999997 -0.5038649999999999 0.10575500000000002
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 -5 -8 9 -7 -11 -2 15 14 -14 -13
right_child=11 2 -4 6 5 8 7 -9 -10 10 -12 12 13 -15 -16 -17
leaf_value=-0.0027848339739325856 0.0049174169168500715 0.014501431529850447 0.0046431734970327479 0.013808694032358643 0.0122947046766884 -0.0022666228403774901 0.010389481190862441 0.0014237789180853385 0.0082087724691783971 0.0031231283078549605 0.0098188790247636434 7.2449490832655658e-05 -0.0039854851850335245 -0.0072536292093050075 0.0072417537778399774 0.0076141276252690831
leaf_weight=78 100 56 97 53 54 84 52 81 88 1797 63 62 55 99 53 54
leaf_count=78 100 56 97 53 54 84 52 81 88 1797 63 62 55 99 53 54
internal_value=0 0.00394335 0.00826317 0.00366134 0.0033324 0.003562 0.00747867 0.00494267 0.00332905 0.00310723 0.00335089 0.000840887 -0.000415635 -0.0026739 0.00150754 0.00359872
internal_weight=0 2503 153 2350 2164 2086 186 133 2032 1944 1860 423 323 207 108 116
internal_count=2926 2503 153 2350 2164 2086 186 133 2032 1944 1860 423 323 207 108 116
is_linear=0
shrinkage=0.16829


Tree=7130
num_leaves=25
num_cat=0
split_feature=1 3 10 14 39 12 3 3 4 1 4 39 4 4 3 4 4 52 12 4 39 3 133 13
split_gain=12.0585 3.07142 1.83034 1.53239 0.985792 0.980587 0.846283 0.750187 0.740045 0.628776 0.585809 0.4036 0.398133 0.338666 0.657315 0.338474 0.306702 0.197225 0.382812 0.194675 0.105096 0.102789 0.0989299 0.0864373
threshold=0.10320500000000002 -0.063264999999999988 -0.089679999999999982 0.064610000000000015 0.055555000000000007 -1.0000000180025095e-35 0.15217000000000003 -0.15327499999999997 -0.040394999999999993 0.091395000000000018 0.0029800000000000004 1.0000000180025095e-35 0.50666500000000003 -0.50231999999999988 0.086845000000000019 0.41377500000000006 0.27998000000000006 -0.031059999999999997 0.089995000000000006 -0.088484999999999994 0.091180000000000011 -0.069724999999999995 0.084335000000000007 -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
left_child=3 8 -3 4 7 11 16 -1 -2 -6 13 -4 20 -9 19 23 -7 -12 22 -15 -13 -20 -19 -10
right_child=1 2 5 -5 9 6 -8 10 15 -11 17 12 -14 14 -16 -17 -18 18 21 -21 -22 -23 -24 -25
leaf_value=0.0007906927230159833 0.0012474702745763437 -2.2872041483945213e-05 0.00020417533260210259 0.0015851951485255946 0.0010487060663453391 0.0010732199571154644 0.00042102981171513051 0.0014364019411121107 0.0010437051237099444 0.00056304701438259668 0.00091184161328756335 0.00053228548690253399 0.00032133679881578812 0.0010486068554920228 0.00081694550194828309 0.00063636605748995212 0.00074074506138976882 0.0012984751703740789 0.0010384867926417701 0.0012002378292078992 0.00073163632525133544 0.00085310385123348498 0.0011043791316922185 0.0008579052715321782
leaf_weight=63 70 62 57 84 67 67 53 58 56 52 99 57 69 103 54 58 57 76 96 1379 63 54 52 61
leaf_count=63 70 62 57 84 67 67 53 58 56 52 99 57 69 103 54 58 57 76 96 1379 63 54 52 61
internal_value=0 0.000658352 0.000506071 0.00114691 0.0011298 0.000583683 0.000771261 0.00114692 0.000959664 0.000836781 0.00115829 0.000448574 0.000522096 0.00118611 0.00117664 0.000844339 0.000920673 0.00104055 0.00108626 0.00118972 0.000637238 0.000971984 0.0012199 0.000947136
internal_weight=0 730 485 2237 2153 423 177 2034 245 119 1971 246 189 1594 1536 175 124 377 278 1482 120 150 128 117
internal_count=2967 730 485 2237 2153 423 177 2034 245 119 1971 246 189 1594 1536 175 124 377 278 1482 120 150 128 117
is_linear=0
shrinkage=0.0032998


Tree=7131
num_leaves=28
num_cat=0
split_feature=1 3 52 2 2 4 0 0 3 16 40 1 4 4 0 1 4 1213 4 42 0 1210 1213 1 4 3 16
split_gain=9.33672 1.98152 1.22209 1.03591 0.620637 0.464043 0.496406 0.394127 0.389092 0.425323 0.365771 0.282378 0.782528 0.27591 0.259267 0.847498 0.219726 0.200558 0.182108 0.144034 0.220471 0.192968 0.183598 0.159596 0.0921175 0.162761 0.0817282
threshold=0.10575500000000002 0.3148450000000001 -0.24334999999999998 0.098655000000000007 0.13554000000000002 0.043640000000000005 -0.11214999999999999 -0.13165999999999997 -0.044539999999999989 -0.0096749999999999978 -0.025204999999999995 0.09717000000000002 -0.090174999999999991 0.26546000000000003 -0.097774999999999987 0.085110000000000005 0.26777000000000001 -0.13354499999999997 -0.068329999999999988 0.088025000000000006 -0.068189999999999987 -0.013324999999999998 -0.0068949999999999992 0.08864000000000001 0.015030000000000002 -0.072649999999999978 0.058455000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 8 14 -7 -5 16 13 -6 12 -9 -10 15 18 -4 -16 -1 20 23 -21 -23 -19 26 -26 -14
right_child=1 -3 4 7 10 6 -8 11 9 -11 -12 -13 24 -15 17 -17 -18 19 -20 21 -22 22 -24 -25 25 -27 -28
leaf_value=0.0014942710082364746 0.0010436888509758684 0.00014557529612036892 0.00093258077476299141 0.00067002340297215896 0.00023171087846128114 0.0011452458226183071 0.00074112772591029461 0.00052361689391607037 0.00083625444226244447 0.00035593241032361958 0.00059945951420619433 0.0011581792332876293 0.0010917041495198106 0.00055179341619506471 0.0012209138565474093 0.00088815466250410252 0.00066170405617967706 0.0010792133040219082 0.0012396886156932155 0.0011962395562633353 0.00092970150298380934 0.00080954955615336361 0.001010973922516292 0.0012185549250216287 0.0010075167390459795 0.00079749295584139075 0.00092272119912318359
leaf_weight=56 77 97 71 74 69 52 94 52 66 66 52 54 87 88 88 66 63 740 75 53 99 60 339 107 88 79 55
leaf_count=56 77 97 71 74 69 52 94 52 66 66 52 54 87 88 88 66 63 740 75 53 99 60 339 107 88 79 55
internal_value=0 0.000581001 0.000657452 0.00102892 0.000594766 0.00106509 0.000885302 0.000893567 0.000664643 0.000578694 0.000390043 0.000933343 0.000899613 0.000673934 0.00108067 0.00119464 0.000805491 0.00106554 0.00134879 0.00105573 0.0010794 0.00100612 0.000980773 0.00109686 0.000962774 0.000908375 0.0010265
internal_weight=0 649 552 2318 475 1829 146 489 354 220 121 415 361 154 1683 197 134 1486 131 1398 946 452 399 847 309 167 142
internal_count=2967 649 552 2318 475 1829 146 489 354 220 121 415 361 154 1683 197 134 1486 131 1398 946 452 399 847 309 167 142
is_linear=0
shrinkage=0.0032998


Tree=7132
num_leaves=21
num_cat=0
split_feature=12 1446 124 13 13 11 1213 43 13 13 2 160 39 39 40 2 157 130 43 475
split_gain=0.208847 0.157523 0.105483 0.12459 0.104844 0.206788 0.109193 0.148267 0.120413 0.139606 0.10114 0.100057 0.0869114 0.0907657 0.0799326 0.116277 0.0882441 0.0823025 0.0689122 0.065784
threshold=-0.042789999999999988 0.090355000000000005 -0.089009999999999992 -0.0079349999999999993 -0.088554999999999981 0.07604000000000001 0.0041950000000000008 0.05259500000000001 -0.27740999999999993 -0.094359999999999986 0.086305000000000007 -0.52890999999999988 0.084720000000000004 0.089030000000000012 -0.0068699999999999985 0.12681500000000004 0.0029950000000000007 0.11409500000000002 -0.073404999999999984 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 12 5 6 7 8 -2 -10 -3 -6 -4 -14 -13 16 17 -16 -15 -18
right_child=1 10 3 -5 11 -7 -8 -9 9 -11 -12 14 13 18 15 -17 19 -19 -20 -21
leaf_value=0.0080828785685878122 -0.0035589398261962036 0.0054593237105502387 -0.003519845429984193 -0.0056373411774661543 0.013457113440158017 0.01147458271763346 0.0084025304849974832 -0.0071137388576608769 0.01026998147666983 -0.00011849064475577766 -0.0040724883414586053 0.012189445384810836 0.0085124779371327317 -0.0031006260148630249 0.0060104359917678898 0.011759089440088355 0.0048476480771974511 -0.0005198165998560755 0.0048282771079001582 -0.0027821955323879101
leaf_weight=54 70 52 63 82 52 70 53 63 71 75 80 57 70 61 1659 88 67 56 63 61
leaf_count=54 70 52 63 82 52 70 53 63 71 75 80 57 70 61 1659 88 67 56 63 61
internal_value=0 0.00534572 0.00117451 6.8765e-05 0.00565184 0.00315858 0.00139979 6.30853e-05 0.00216464 0.00492113 -0.000303922 0.00614228 0.00189638 0.00366452 0.00595004 0.00576493 0.00547775 0.00579616 0.00091328 0.00119751
internal_weight=0 2574 393 339 2442 402 332 279 216 146 132 2040 257 194 1988 1931 1843 1715 124 128
internal_count=2967 2574 393 339 2442 402 332 279 216 146 132 2040 257 194 1988 1931 1843 1715 124 128
is_linear=0
shrinkage=0.16829


Tree=7133
num_leaves=32
num_cat=0
split_feature=12 13 12 43 12 43 43 52 52 0 13 48 52 12 0 155 0 13 52 0 52 43 0 52 43 52 13 133 52 43 12
split_gain=16.6133 4.50256 3.08356 2.79857 1.10519 1.04464 0.903663 0.773004 0.587568 0.497609 0.426678 0.399328 0.39214 0.377261 0.330202 0.327953 0.24755 0.246002 0.234107 0.211103 0.200309 0.167389 0.264053 0.182453 0.224248 0.160096 0.122037 0.120723 0.0819481 0.0754404 0.0900983
threshold=0.056995000000000011 -0.27740999999999993 0.13642500000000005 -0.041049999999999996 0.092855000000000007 0.0055950000000000001 -0.14239499999999997 -0.088779999999999984 0.048245000000000003 -0.096849999999999978 -0.0079349999999999993 0.083540000000000017 -0.0064899999999999992 0.08401500000000002 -0.072924999999999976 0.097355000000000011 -0.11073999999999999 0.025450000000000004 -1.0000000180025095e-35 -0.074504999999999988 -0.015159999999999998 -0.04133499999999999 -0.077104999999999993 0.08869500000000001 0.0049250000000000014 -0.059794999999999994 -0.080909999999999996 -0.14820499999999998 0.06136500000000001 -0.12118 0.10011000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 13 7 -3 -5 12 -6 11 19 -9 20 25 17 -15 28 -1 -8 -2 22 26 27 -25 -11 -18 -23 -16 -27 -31
right_child=2 3 -4 5 9 -7 10 8 -10 14 -12 -13 -14 16 15 -17 21 -19 -20 -21 -22 23 -24 24 -26 29 -28 -29 -30 30 -32
leaf_value=3.4167221485046225e-05 0.0010998968437862262 0.00064380333704171721 0.00036964563601498351 0.0010884379019884712 0.00070234654149760496 0.00031442206952644137 2.6725699791553893e-05 0.00081109408373853872 0.00099276732983907693 0.00087176618613346829 -8.5877768050315823e-06 0.00049677137446578826 0.00049000542875244355 0.00088487299242227997 0.00082733572050860645 0.0010789750949890371 0.0010207917167568373 0.00062755726437056238 -0.00025671235832116368 0.00032209578377256416 0.0013377994706844888 0.0013014846690391538 0.00085325075211729797 0.0011261112538942025 0.00084081991493177208 0.0011835391052281705 0.0011303522413579831 0.0011319317201275785 0.00096430502324666267 0.0010821050219464133 0.00091957713815448588
leaf_weight=52 71 73 81 84 96 53 52 70 63 56 63 72 104 81 129 76 290 53 71 54 92 57 76 76 52 55 196 328 84 153 54
leaf_count=52 71 73 81 84 96 53 52 70 63 56 63 72 104 81 129 76 290 53 71 54 92 57 76 76 52 55 196 328 84 153 54
internal_value=0 0.000447816 0.00100195 0.000551785 0.00102661 0.000744694 0.000321903 0.000815626 0.000718785 0.000925702 0.000224252 0.000306859 0.000619382 0.00108442 0.000958136 0.000886246 0.00106325 0.000831049 -0.000133452 0.00017753 0.00123439 0.00107665 0.00103647 0.00112061 0.00101049 0.00103534 0.00106505 0.00115713 0.000881517 0.00107017 0.00103988
internal_weight=0 811 2156 688 2075 374 314 321 237 756 241 178 174 1319 660 342 1156 266 123 106 163 1075 562 513 128 318 486 385 213 262 207
internal_count=2967 811 2156 688 2075 374 314 321 237 756 241 178 174 1319 660 342 1156 266 123 106 163 1075 562 513 128 318 486 385 213 262 207
is_linear=0
shrinkage=0.0032998


Tree=7134
num_leaves=16
num_cat=0
split_feature=3 33 9 12 43 158 12 52 52 1447 159 52 52 52 3
split_gain=0.220093 0.149042 0.14803 0.144939 0.386606 0.122013 0.137272 0.145332 0.125446 0.114736 0.156728 0.103193 0.0777154 0.075527 0.0445758
threshold=0.28833000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 -0.083979999999999985 -0.073404999999999984 -0.44792999999999994 0.083815000000000014 -0.065394999999999995 -0.24166499999999999 -0.082344999999999988 -0.085164999999999977 -0.0094049999999999984 0.10861000000000003 -0.023474999999999996 0.41720500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 13 -5 7 8 -7 10 -8 -9 -11 -4 -2
right_child=14 -3 3 5 -6 6 9 11 -10 12 -12 -13 -14 -15 -16
leaf_value=-0.0026518462671277659 -0.0048345208196930375 0.013703835916375145 -0.0016204386553313904 -0.0016209612677636838 0.010382682428096724 0.010955658847095399 0.0065299183967433162 0.015969131938991181 0.0015701360356749708 0.0046991434738075967 -0.0050980838137098406 0.0085481261367313377 0.0077314944285582186 -0.010496164817136628 0.0013779437205376172
leaf_weight=74 74 54 58 70 67 57 59 68 140 1519 74 256 287 52 58
leaf_count=74 74 54 58 70 67 57 59 68 140 1519 74 256 287 52 58
internal_value=0 0.00492945 0.00475843 0.00496167 0.000295257 0.00528742 0.00548473 0.00791536 0.00429486 0.00483071 4.66948e-05 0.0101112 0.00518202 -0.00583257 -0.00209119
internal_weight=0 2835 2781 2707 177 2530 2460 521 197 1939 133 324 1806 110 132
internal_count=2967 2835 2781 2707 177 2530 2460 521 197 1939 133 324 1806 110 132
is_linear=0
shrinkage=0.16829


Tree=7135
num_leaves=20
num_cat=0
split_feature=2 3 49 12 2 41 2 1452 3 52 12 133 124 48 49 51 2 48 150
split_gain=0.203188 0.18123 0.152722 0.132012 0.136254 0.122649 0.14731 0.118964 0.128925 0.253836 0.110318 0.118659 0.0862663 0.103421 0.107621 0.0901764 0.0666847 0.0559682 0.0672855
threshold=0.12026500000000001 -0.064349999999999991 -0.0093449999999999974 -0.025219999999999996 0.14870000000000003 0.082980000000000012 -0.10238999999999998 0.084085000000000007 0.018975000000000002 -1.0000000180025095e-35 -0.090314999999999993 0.11588000000000002 -0.084084999999999979 -0.075674999999999978 -0.028049999999999995 0.085935000000000011 0.14870000000000003 0.085485000000000019 0.10381000000000001
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 16 -5 6 -4 8 10 -10 -8 -12 -1 -14 15 17 -3 18 -15
right_child=1 3 5 4 -6 -7 7 -9 9 -11 11 -13 13 14 -16 -17 -18 -19 -20
leaf_value=-0.0052725172394119156 0.0062735396004390291 -0.0019789372434677543 -0.0044254981901880944 -0.0014759030782510922 -0.012203893490862072 0.011494550641246116 -0.0025485407022911321 -0.0014249521348835249 0.0037242189244418872 0.017312420480454112 0.0052907838152294736 0.0016194542196765606 0.0078129867337604058 -0.0024800506395994196 -0.0055571837003020015 -0.0035421624066691144 0.0059907685281558277 0.0075273875353333948 0.0058331967348508804
leaf_weight=53 87 69 53 77 60 70 62 90 94 67 1448 303 70 56 63 58 52 77 54
leaf_count=53 87 69 53 77 60 70 62 90 94 67 1448 303 70 56 63 58 52 77 54
internal_value=0 -0.000362629 0.00397754 -0.00260737 -0.00618741 0.00454841 0.00431788 0.00454327 0.00481628 0.0093901 0.00440912 0.00465651 0.00107667 0.00197165 0.000638239 0.00223868 0.00143121 0.00404128 0.00158467
internal_weight=0 345 2618 258 137 2187 2117 2064 1974 161 1813 1751 431 378 308 245 121 187 110
internal_count=2963 345 2618 258 137 2187 2117 2064 1974 161 1813 1751 431 378 308 245 121 187 110
is_linear=0
shrinkage=0.16829


Tree=7136
num_leaves=28
num_cat=0
split_feature=475 2 51 50 15 50 3 13 2 2 52 42 133 3 13 15 2 16 3 3 13 13 3 39 4 15 16
split_gain=0.220213 0.156857 0.131572 0.205993 0.236294 0.234675 0.160323 0.139509 0.162897 0.128889 0.116927 0.126786 0.116552 0.12467 0.16487 0.0973453 0.139298 0.139236 0.0972052 0.0951301 0.0889768 0.202488 0.147323 0.0803415 0.0697627 0.0618742 0.0430028
threshold=0.0072950000000000003 0.10523 0.078960000000000016 0.077920000000000003 0.082725000000000007 0.099470000000000017 -0.075914999999999996 0.015030000000000002 -0.14339499999999997 0.10709500000000001 0.08321000000000002 -0.071309999999999985 0.09117500000000002 -0.080624999999999988 -0.080909999999999996 -0.07990499999999999 0.14132000000000003 -0.07027499999999999 -0.077604999999999993 -0.08867499999999999 -0.076534999999999992 -0.08156999999999999 -0.016294999999999994 0.088655000000000012 -0.0088849999999999988 -0.11124499999999998 -0.40430999999999989
decision_type=2 2 2 2 2 2 2 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 -5 -7 8 -1 -3 11 -9 20 14 -14 23 17 -17 -15 -19 21 -10 -22 25 -21 26 -11
right_child=-2 9 3 5 -6 6 -8 10 12 15 -12 -13 13 18 -16 16 -18 19 -20 24 22 -23 -24 -25 -26 -27 -28
leaf_value=-0.0059734762993283773 0.011137944350251601 -0.0075901009329533749 -0.011077148763386042 0.013563777513636499 0.002356806769693247 0.0060262972721979394 -0.0067156274030108608 -0.0004733504132789306 0.0044895106706599706 -0.00062801813180177288 0.012031001729371401 0.0094235442624000885 -0.0095329021898863889 0.010139631194370393 0.0012358385648813452 0.010776082559364871 -0.00364389768037465 -0.0038408414308953001 0.0013284865189388565 0.0076808233103693524 0.00097016395828869863 0.012982417478212183 0.0069866440322888974 -0.0058609173023545201 0 -0.0043370497324803055 0.005170465790167899
leaf_weight=52 89 53 75 52 73 58 54 72 601 70 100 74 58 54 131 77 71 52 105 83 391 92 164 78 56 54 74
leaf_count=52 89 53 75 52 73 58 54 72 601 70 100 74 58 54 131 77 71 52 105 83 391 92 164 78 56 54 74
internal_value=0 0.00263112 0.00331538 0.000107239 -0.0044388 0.00422072 -0.00010109 0.00384291 0.00328295 0.000368761 0.00758683 0.00453058 0.00358567 0.000855788 -0.00205935 0.00105757 0.00296961 0.0047284 0.00433225 0.00228092 0.00434544 0.00561959 0.00275124 -0.0012844 0.00458399 0.000509391 0.00233928
internal_weight=0 2874 2206 312 148 164 112 1894 1648 668 246 146 1596 348 189 615 339 268 159 191 1248 693 555 276 139 198 144
internal_count=2963 2874 2206 312 148 164 112 1894 1648 668 246 146 1596 348 189 615 339 268 159 191 1248 693 555 276 139 198 144
is_linear=0
shrinkage=0.16829


Tree=7137
num_leaves=21
num_cat=0
split_feature=1 42 1 133 457 1453 42 481 50 1 4 4 48 15 0 0 1 16 16 42
split_gain=0.176867 0.132582 0.10942 0.109377 0.0856762 0.081232 0.111921 0.101644 0.110752 0.0755082 0.120368 0.0827211 0.0691618 0.159281 0.136338 0.0866367 0.154679 0.294576 0.19984 0.212186
threshold=0.10123500000000001 0.12650500000000003 0.09717000000000002 -0.083549999999999999 -0.069509999999999988 -0.040249999999999987 0.085025000000000003 -0.09547499999999999 -1.0000000180025095e-35 0.090355000000000005 -0.07928499999999998 0.24099500000000004 0.014805 -0.075094999999999981 -0.10462499999999998 0.080385000000000012 0.13535500000000003 -0.40430999999999989 -0.4193599999999999 0.083120000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 -5 6 -1 -7 -9 11 -11 -10 15 14 -14 16 18 -18 -6 -20
right_child=3 -3 -4 4 12 7 -8 8 9 10 -12 -13 13 -15 -16 -17 17 -19 19 -21
leaf_value=-0.0068657617653864137 0.0069446741917352445 -0.0051413898075558682 0.010021166637426384 -0.0070028207489631344 0.0066630632376566221 0.010678455697906715 0.0039629139747803703 0.01064814164976593 0.0036117924198550322 -0.0061863861935042242 0.0023805865881164094 -0.0030696670299310536 -0.0012490967906078937 0.0048550796684753567 -0.01233868109946205 -0.0040781895982499542 -0.00065053023279218317 0.016764644606426599 -0.0088553944604736392 0.0026263160061085937
leaf_weight=53 62 53 68 52 88 53 55 55 1572 62 185 54 76 56 54 73 58 52 91 91
leaf_count=53 62 53 68 52 88 53 55 55 1572 62 185 54 76 56 54 73 58 52 91 91
internal_value=0 0.00316075 0.00336557 0.000171741 -0.000433361 0.00314806 -0.00133452 0.00339335 0.00319216 0.00297225 0.000222899 0.00338879 9.84312e-05 -0.00263084 -0.00586936 0.00122302 0.00224614 0.00756577 7.22349e-05 -0.00310467
internal_weight=0 2210 2157 753 691 2089 108 1981 1928 1873 247 1626 639 186 130 453 380 110 270 182
internal_count=2963 2210 2157 753 691 2089 108 1981 1928 1873 247 1626 639 186 130 453 380 110 270 182
is_linear=0
shrinkage=0.16829


Tree=7138
num_leaves=20
num_cat=0
split_feature=1 12 2 39 4 1 15 48 0 1 12 16 131 4 14 12 150 12 4
split_gain=12.9089 1.94401 1.74104 1.41112 0.895592 0.711042 0.542969 0.746138 0.703195 0.506784 0.443582 0.373187 0.322626 0.267098 0.275685 0.252788 0.247532 0.214584 0.0869506
threshold=0.10749500000000002 0.085075000000000026 0.11978500000000002 0.0047850000000000011 0.27258000000000004 0.088035000000000016 -0.15300999999999995 0.082425000000000012 -0.11073999999999999 0.12040000000000002 0.11878500000000002 -0.40885499999999991 0.091385000000000008 -0.5055599999999999 0.073890000000000011 0.091680000000000011 1.0000000180025095e-35 -0.042789999999999988 -0.011744999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 12 4 6 -5 -1 10 -9 16 13 -11 -3 -8 -15 18 -2 -13 -10
right_child=1 2 -4 5 -6 -7 7 8 15 11 -12 17 -14 14 -16 -17 -18 -19 -20
leaf_value=0.0013551224300919484 0.00062142090405146078 0.0011239093095975034 0.00028062485108323946 0.00098687899434713377 0.00067930464465804747 0.00052320741397114245 0.0013289091381452939 0.0005588658022849895 0.0011878714533174336 0.00012055455922805315 0.00083202957201116215 0.00026203453275411049 0.00079150389437365829 0.0010895514443198455 0.0013051651138692975 0.00083069927611355721 0.00034609199974632693 0.00051849434693068642 0.0010042607029780882
leaf_weight=78 98 77 54 67 62 79 58 52 53 98 68 75 56 1653 69 69 57 69 71
leaf_count=78 98 77 54 67 62 79 58 52 53 98 68 75 56 1653 69 69 57 69 71
internal_value=0 0.000503656 0.000781227 0.0010513 0.00107188 0.00073623 0.00108308 0.00107292 0.000900999 0.000372822 0.0010957 0.000278155 0.000984214 0.00110575 0.00109821 0.000992997 0.000520398 0.000385166 0.00108302
internal_weight=0 584 187 2379 2233 146 2171 2093 245 397 1848 242 133 1780 1722 193 155 144 124
internal_count=2963 584 187 2379 2233 146 2171 2093 245 397 1848 242 133 1780 1722 193 155 144 124
is_linear=0
shrinkage=0.0032998


Tree=7139
num_leaves=19
num_cat=0
split_feature=1 3 14 12 4 2 2 2 2 42 4 457 1 3 3 4 0 157
split_gain=11.9347 1.87822 1.22864 1.19167 0.708421 0.706646 0.646565 0.527406 0.598334 0.481624 0.279392 0.261505 0.378715 0.245295 0.255042 0.22756 0.292381 0.223437
threshold=0.10509 -0.053364999999999996 0.073890000000000011 -0.085124999999999992 0.24099500000000004 0.12141500000000001 0.14808000000000002 -1.0000000180025095e-35 0.10859000000000001 0.12650500000000003 0.064860000000000015 0.05019500000000001 0.078320000000000015 0.095880000000000007 0.15217000000000003 -0.47860499999999995 -0.079249999999999987 -0.0036449999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 9 10 7 -3 -9 11 -2 15 -13 -10 -15 17 -17 -5
right_child=1 6 -4 4 -6 -7 -8 8 13 -11 -12 12 -14 14 -16 16 -18 -19
leaf_value=0.00069325007503991262 0.0010299585502338273 0.00029268491232861704 0.0014385731170525418 0.0013983448443907734 0.0007606925210581956 0.00046958496717510264 0.00017648921180425284 0.00086384395436935784 0.00031888987736055876 0.00076231158872550617 0.00075541156084544007 0.0010781351742248095 0.00071854933743169063 0.00072567225016690999 0.00040955148221297698 0.0011135705384083473 0.0010201517261435649 0.0010913681634886188
leaf_weight=100 93 101 91 53 82 53 89 60 65 53 74 86 52 59 54 1202 542 54
leaf_count=100 93 101 91 53 82 53 89 60 65 53 74 86 52 59 54 1202 542 54
internal_value=0 0.00055496 0.00106173 0.00104629 0.0010629 0.000802932 0.000427415 0.000493189 0.000578129 0.00107501 0.000908514 0.00108333 0.000942894 0.000481622 0.000574917 0.00109378 0.00108456 0.00124375
internal_weight=0 648 2315 2224 2124 220 428 339 238 2042 167 1989 138 178 113 1851 1744 107
internal_count=2963 648 2315 2224 2124 220 428 339 238 2042 167 1989 138 178 113 1851 1744 107
is_linear=0
shrinkage=0.0032998


Tree=7140
num_leaves=22
num_cat=0
split_feature=4 3 3 376 3 2 16 0 0 16 150 0 3 0 16 4 1452 2 123 15 0
split_gain=14.1082 5.30346 2.05881 1.40987 0.986219 0.777177 0.868317 0.60982 0.484523 0.689487 0.441235 0.529561 0.428841 0.644612 0.426107 0.394561 0.35119 0.34595 0.249203 0.0630916 0.0483142
threshold=0.27258000000000004 -0.06656999999999999 0.28833000000000003 1.0000000180025095e-35 0.31395500000000004 0.10869000000000002 -0.031234999999999999 -0.14867499999999997 -0.052874999999999998 0.31625000000000009 0.081245000000000026 -0.15127999999999997 -0.12077499999999998 -0.10594499999999998 0.26768500000000006 -0.15615999999999999 1.0000000180025095e-35 0.12750000000000003 0.085705000000000017 -0.065419999999999992 -0.10726999999999999
decision_type=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 17 10 -7 -1 12 -10 11 -3 -9 -14 16 -13 -15 18 20 -16 -2
right_child=4 2 -4 -5 -6 6 -8 8 9 -11 -12 15 13 14 19 -17 -18 -19 -20 -21 -22
leaf_value=0.0015910846549673041 0.00073344607893599599 0.001443719371259166 0.00034036150436584387 0.00060122004598223784 5.1777464726597891e-05 0.0011209947504392545 0.00059078276107644837 0.0015385109461762267 0.00085789780371005396 0.001264165398744583 0.00086806494138645218 0.0013123608450889938 0.00091771980678751342 0.0012633308698647659 0.0011486310588802113 0.0010053674414515364 0.0014936650926080975 0.00034725240268914433 0.0004061788601903483 0.00098502032889708803 0.00060238835465486302
leaf_weight=56 77 64 64 97 59 61 76 58 85 100 62 67 63 1361 55 151 78 85 52 59 59
leaf_count=56 77 64 64 97 59 61 76 58 85 100 62 67 63 1361 55 151 78 85 52 59 59
internal_value=0 0.00116253 0.00090278 0.000964994 0.000439307 0.00103828 0.00082712 0.00124959 0.00123928 0.00107769 0.00112227 0.00117804 0.00125712 0.001247 0.00126033 0.00109988 0.00127584 0.000522929 0.00060217 0.00106426 0.000676849
internal_weight=0 2557 642 578 332 481 137 1915 1859 185 344 282 1674 1616 1553 218 1439 273 188 114 136
internal_count=2889 2557 642 578 332 481 137 1915 1859 185 344 282 1674 1616 1553 218 1439 273 188 114 136
is_linear=0
shrinkage=0.0032998


Tree=7141
num_leaves=24
num_cat=0
split_feature=1 148 48 42 156 39 0 1429 475 0 1 3 475 3 3 403 403 13 16 51 3 2 42
split_gain=0.21514 0.34917 0.212225 0.155546 0.197315 0.184692 0.155234 0.13984 0.210458 0.181073 0.162518 0.137398 0.127071 0.117051 0.145953 0.111361 0.145525 0.0880733 0.0777829 0.0538628 0.0581941 0.0447258 0.0407725
threshold=0.095085000000000017 -0.064274999999999985 0.10971000000000002 0.087065000000000017 1.0000000180025095e-35 0.091180000000000011 0.040570000000000002 0.083705000000000016 -0.085734999999999992 -0.14534499999999997 0.083250000000000005 -0.096949999999999995 -0.017224999999999997 -0.031895 0.097775000000000015 -0.5407249999999999 -0.51745999999999992 0.044405000000000007 -0.16153499999999996 -0.021154999999999997 -0.076004999999999975 0.088375000000000023 0.097895000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 13 7 9 -9 10 -1 -8 -11 17 -15 -14 -17 -3 -18 -5 -21 -10 -22
right_child=1 2 -4 19 -6 -7 11 8 21 12 -12 -13 15 14 -16 16 18 -19 -20 20 22 -23 -24
leaf_value=0.01675319641003209 -0.0083991180364749469 0.0053831370057563031 0.010626847195363845 0.0095871168238828817 0.0070712252062530671 0.0074112480414020064 -0.0071744728139233145 0.017822496196734657 0.0020088563559875288 -0.0016116318890302512 0.0051526001548658669 0.0047743162295096672 0.011504884488915684 -0.013568557067856436 -0.002905713337009023 -0.0040712308691725728 0.00038391745321663453 -0.003560873636615352 0.0052556533227666249 -0.00076497851992042326 0.0026026951162819579 0.0086399380244960161 0.0084985420432968709
leaf_weight=68 83 59 93 65 93 54 53 63 52 90 70 56 69 52 123 53 101 66 1270 53 63 67 73
leaf_count=68 83 59 93 65 93 54 53 63 52 90 70 56 69 52 123 53 101 66 1270 53 63 67 73
internal_value=0 0.00198107 0.00306842 0.0020631 0.000169249 -0.00163891 0.00514345 0.00549738 0.00994366 0.00502613 0.0108819 -0.00101916 0.00451451 -0.00327392 -0.00608437 0.00488501 0.00456298 0.000646327 0.00489807 0.00538889 0.00393555 0.00575742 0.00578059
internal_weight=0 877 794 701 447 354 2012 1903 182 1721 138 109 1583 300 175 1493 1424 125 1371 254 189 119 136
internal_count=2889 877 794 701 447 354 2012 1903 182 1721 138 109 1583 300 175 1493 1424 125 1371 254 189 119 136
is_linear=0
shrinkage=0.16829


Tree=7142
num_leaves=21
num_cat=0
split_feature=402 1453 148 15 48 484 156 50 16 3 16 3 133 50 3 13 13 133 475 159
split_gain=0.156595 0.165177 0.118454 0.287086 0.146365 0.138583 0.153292 0.179851 0.179311 0.124249 0.108786 0.0931137 0.0818961 0.0692669 0.0703488 0.0896433 0.0666445 0.0464802 0.0456718 0.0293294
threshold=-0.022269999999999995 -0.079219999999999985 -0.064274999999999985 -0.0070899999999999991 0.13342000000000001 -0.077959999999999988 0.081990000000000021 -0.041284999999999995 0.41378500000000007 -0.053364999999999996 -0.052039999999999996 -0.084604999999999986 0.086265000000000022 0.090350000000000014 -0.082354999999999984 -0.0059899999999999997 -0.074044999999999986 0.086100000000000024 -0.06890499999999998 -0.0020949999999999996
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 11 7 -7 -9 12 13 17 -8 14 15 -1 19 -4 -11 -13
right_child=1 2 4 -5 -6 6 9 8 -10 18 -12 16 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.0037930937825891805 0.010622145000601014 0.0040342466952606095 0.0068524129176064652 -0.011580330514379039 0.011921604214253301 -0.006480684266828146 0.0055708542017653398 0.0017696388849418121 0.011387209124864536 0.006461383498961336 0.013456407275471025 0.0044079866583192299 -0.0013413442865674865 0.01053615456209676 0.0073275076146166237 0.0058523892749005662 0.0088495072787994969 0.013968357153941178 0.013319480996958956 -0.001023411040354113
leaf_weight=54 79 87 55 54 52 72 151 1555 57 52 60 54 71 60 96 55 53 52 62 58
leaf_count=54 79 87 55 54 52 72 151 1555 57 52 60 54 71 60 96 55 53 52 62 58
internal_value=0 0.00303831 0.0027965 -0.00193306 0.00308176 0.00288042 0.00239882 0.00174243 0.00211083 0.00568321 0.00696505 0.00645047 0.0033521 0.00548853 0.00400242 0.00105741 0.00392544 0.0103274 0.010207 0.00157926
internal_weight=0 2564 2485 141 2344 2292 2020 1684 1612 336 325 272 222 265 205 109 165 107 114 112
internal_count=2889 2564 2485 141 2344 2292 2020 1684 1612 336 325 272 222 265 205 109 165 107 114 112
is_linear=0
shrinkage=0.16829


Tree=7143
num_leaves=25
num_cat=0
split_feature=4 1 12 14 1 1 12 47 12 4 12 16 123 0 483 4 1456 15 1 48 1 4 15 133
split_gain=7.90063 2.43966 0.93493 0.603114 0.486274 0.472286 0.395747 0.50089 0.485339 0.383045 0.383825 0.32781 0.317981 0.310906 0.25732 0.240513 0.213717 0.201256 0.165319 0.151047 0.115429 0.102958 0.0977998 0.064544
threshold=0.31392000000000003 0.10398500000000001 0.085075000000000026 0.064610000000000015 0.122075 0.13662500000000002 0.056995000000000011 0.077735000000000012 0.09253500000000002 -0.42305999999999994 -0.0066799999999999993 0.0097750000000000007 0.083935000000000023 -0.07409499999999998 0.089065000000000019 0.41696500000000003 0.086095000000000019 -0.43587999999999999 0.086215000000000014 0.093225000000000016 0.121715 0.053330000000000009 -0.060199999999999997 0.49824500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 6 22 15 7 9 14 -1 12 13 -11 -3 16 -2 18 -7 -8 21 -17 23 -4 -10
right_child=5 2 4 -5 -6 17 8 -9 19 10 -12 -13 -14 -15 -16 20 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0010236460351366406 0.00027241019431155941 0.00054318520075747213 0.00085777519227601387 0.0012239041108292291 0.0005769467620871828 0.00032219755104141435 0.0010241723014369471 0.0011216735830946972 0.0009050779603727632 0.00097964112458156236 0.00052528345368149686 0.00070828064128901119 0.00063755925489165487 0.00021855800405721452 0.00083549930111347461 0.00059939589355265934 0.0012013297189586907 3.5061236340713393e-05 0.00091590593726007929 0.00073258791174091837 0.00040364119302577971 0.00079103363220841866 0.0010505625803446568 0.0010146147617167548
leaf_weight=52 61 86 59 87 53 52 823 54 405 65 80 64 56 52 97 85 65 55 198 65 56 80 63 76
leaf_count=52 61 86 59 87 53 52 823 54 405 65 80 64 56 52 97 85 65 55 198 65 56 80 63 76
internal_value=0 0.000911269 0.00066567 0.000953283 0.00084253 0.000352729 0.000942139 0.000831738 0.000960856 0.000769715 0.000703846 0.000512274 0.000821613 0.000421117 0.0010004 0.000446733 0.0010151 0.000174933 0.00100321 0.000886061 0.000521899 0.00090378 0.000957618 0.000922458
internal_weight=0 2580 377 2203 175 309 2116 307 1809 253 201 202 121 138 1183 202 1086 107 1021 626 141 561 122 481
internal_count=2889 2580 377 2203 175 309 2116 307 1809 253 201 202 121 138 1183 202 1086 107 1021 626 141 561 122 481
is_linear=0
shrinkage=0.0032998


Tree=7144
num_leaves=20
num_cat=0
split_feature=1 13 150 9 51 51 1 42 155 51 1429 403 403 2 13 15 12 49 1429
split_gain=0.177383 0.151527 0.135116 0.138444 0.11593 0.0929508 0.139277 0.131498 0.108945 0.1296 0.0895132 0.092818 0.0840481 0.0997974 0.212326 0.162034 0.138714 0.229872 0.128181
threshold=0.093205000000000024 0.23904000000000003 0.11717500000000002 0.086320000000000022 0.11178000000000002 0.086575000000000027 0.110115 0.10321000000000001 0.11245500000000001 -0.22508999999999998 0.086765000000000009 -0.5492149999999999 -0.52017999999999986 0.081935000000000022 -1.0000000180025095e-35 0.084630000000000025 0.083885000000000015 0.0052300000000000011 0.083725000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 10 7 -7 8 9 -2 11 -1 -13 14 15 -14 17 -15 -18
right_child=1 -3 -4 -5 -6 6 -8 -9 -10 -11 -12 12 13 16 -16 -17 18 -19 -20
leaf_value=0.011525953733656788 0.0084433939103968035 -0.0066728751811301976 -0.0053673151055161888 -0.0054545180242681294 -0.001158257666794819 0.014168428068180359 0.0033389622743929329 0.0085946787191240118 0.0076053003564433902 -0.00046787333194456163 0.009990491213348671 -0.0014913738910952257 -0.00033662219330763446 -0.0025494041396189071 0.015296690154606413 0.0088188621814637071 0.0043142843471844121 0.0082019098824978268 0.012157855518674389
leaf_weight=52 52 58 62 54 98 52 97 85 71 414 89 68 98 196 72 123 1006 79 63
leaf_count=52 52 58 62 54 98 52 97 85 71 414 89 68 98 196 72 123 1006 79 63
internal_value=0 0.00165309 0.00219955 0.00277039 0.00446741 0.00334878 0.00713043 0.00244 0.00146245 0.000522662 0.00476704 0.00450143 0.00428613 0.00452723 0.00734844 0.00475083 0.00391085 0.000532622 0.00477821
internal_weight=0 945 887 825 1944 771 149 622 537 466 1846 1757 1705 1637 293 221 1344 275 1069
internal_count=2889 945 887 825 1944 771 149 622 537 466 1846 1757 1705 1637 293 221 1344 275 1069
is_linear=0
shrinkage=0.16829


Tree=7145
num_leaves=26
num_cat=0
split_feature=1 3 14 124 1 1 4 0 43 4 48 1 1 52 48 0 3 0 4 150 1 49 0 1 1
split_gain=17.2369 3.70188 1.84961 1.32844 1.21475 0.967304 0.712498 0.592989 0.54354 0.795087 0.461814 0.482737 0.403654 0.34832 0.290465 0.321723 0.288094 0.17515 0.158302 0.137467 0.128539 0.118336 0.0746648 0.0546087 0.0509998
threshold=0.10529500000000001 -0.036264999999999992 0.073890000000000011 -0.082254999999999981 0.14754500000000001 0.12419000000000001 0.046185000000000004 -0.067969999999999989 -0.079944999999999988 -0.4950449999999999 0.083980000000000013 0.08776500000000001 0.12061000000000001 0.053330000000000009 -0.078159999999999993 -0.13165999999999997 -0.073614999999999986 -0.011064999999999998 -0.040394999999999993 0.085075000000000026 0.11561500000000001 0.0065400000000000015 -0.09008999999999999 0.11206000000000001 0.13601500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 12 6 -2 10 -9 -10 14 21 19 24 -5 -16 -17 18 -11 23 -8 22 -12 -3 -14
right_child=1 4 -4 7 -6 -7 20 8 9 17 11 -13 13 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00064387549628345218 0.0011075295476018817 0.00045131460586235868 0.0015568839008998224 0.00088313723541204054 -0.0001711303916506776 0.00042628264912654656 0.00082082377635519545 0.00071190989762420992 0.0012927738128615052 0.0010791962191343066 0.0010718204116912712 0.00071988723322736754 0.00018623888974455253 0.00044835593487590575 0.0013763222038684023 0.0011354639149820918 0.00098580233882439978 0.00075599451943118184 0.00084225014924935301 0.00032066478384002492 0.00058696939232294324 0.0011851877703480433 0.00091368390501585272 0.00060574467589805971 4.4510381083383009e-05
leaf_weight=82 88 54 84 56 60 67 53 82 82 71 76 65 61 52 56 1262 162 62 58 54 53 54 66 52 52
leaf_count=82 88 54 84 56 60 67 53 82 82 71 76 65 61 52 56 1262 162 62 58 54 53 54 66 52 52
internal_value=0 0.000465675 0.0010753 0.00105717 0.000259866 0.000769127 0.000887351 0.0010729 0.00094893 0.00101999 0.00109738 0.000968046 0.000339543 0.000224607 0.00111933 0.00112824 0.00111846 0.000902699 0.000972935 0.00045785 0.000704229 0.00105016 0.000998568 0.000527405 0.00012133
internal_weight=0 646 2318 2234 385 261 194 2152 355 273 1797 261 325 165 1536 1480 1424 191 129 160 106 196 142 106 113
internal_count=2964 646 2318 2234 385 261 194 2152 355 273 1797 261 325 165 1536 1480 1424 191 129 160 106 196 142 106 113
is_linear=0
shrinkage=0.0032998


Tree=7146
num_leaves=22
num_cat=0
split_feature=1 4 10 12 12 1 13 15 48 15 4 40 12 1452 484 4 4 4 15 4 1
split_gain=7.80145 1.2655 1.19447 0.963779 0.882042 0.734881 0.373956 0.283456 0.3332 0.434812 0.23353 0.191776 0.173673 0.206419 0.206869 0.169623 0.15382 0.137649 0.0975324 0.0584924 0.0272219
threshold=0.11690500000000002 0.31392000000000003 -0.088499999999999981 -0.042789999999999988 -1.0000000180025095e-35 0.092845000000000025 -0.073724999999999985 -0.19631499999999999 0.093225000000000016 -0.070009999999999975 -0.011369999999999998 -0.061244999999999994 0.096675000000000025 0.086470000000000005 0.085225000000000009 0.053330000000000009 0.10516000000000002 -0.14994999999999997 -0.084454999999999988 -0.0053799999999999985 0.10970000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 11 5 18 -5 -6 12 19 -7 -4 13 14 -9 17 -8 -14 -1 -10 -3
right_child=2 20 3 6 7 10 16 8 9 -11 -12 -13 15 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00097040193998475526 -8.070057666407261e-05 0.00044685754895123478 0.00035366832568796706 0.00036116814148643366 0.0011125812291340571 0.00033401504053254629 0.00080780862690582253 0.00091642539331430908 0.00093608729784775899 0.00048842838312198125 0.00064056666205696846 0.0001143161760809045 0.00070444682697246702 0.0010821653060046109 0.00079701586486891074 0.00067709409184556993 0.00057084488493003196 0.00089329776646225546 0.00076355438504752994 0.00077611623988880162 0.00055876945718927882
leaf_weight=52 59 54 72 53 62 58 64 1386 55 52 52 75 52 75 184 66 59 275 53 54 52
leaf_count=52 59 54 72 53 62 58 64 1386 55 52 52 75 52 75 184 66 59 275 53 54 52
internal_value=0 0.000855947 0.000350533 0.000429413 0.000871082 0.000668453 0.000594273 0.000890334 0.000884052 0.000738285 0.000479251 0.00023179 0.00089555 0.000910668 0.000902453 0.00083218 0.00069443 0.000863374 0.000866329 0.000857159 0.00050209
internal_weight=0 2582 382 323 2476 215 176 2261 2199 161 110 147 2038 1645 1570 393 123 327 105 109 106
internal_count=2964 2582 382 323 2476 215 176 2261 2199 161 110 147 2038 1645 1570 393 123 327 105 109 106
is_linear=0
shrinkage=0.0032998


Tree=7147
num_leaves=17
num_cat=0
split_feature=1 123 4 4 14 3 3 1 3 3 1 4 130 130 1 52
split_gain=17.7735 2.74639 2.55691 1.92446 1.22014 0.859034 0.75825 0.424085 0.926526 0.639787 0.390015 0.337796 0.28305 0.189849 0.17829 0.121146
threshold=0.11690500000000002 1.0000000180025095e-35 0.27998000000000006 0.27998000000000006 0.073890000000000011 -0.036264999999999992 -0.021559999999999996 0.10359500000000001 -0.026279999999999998 -0.15288999999999997 0.14516000000000004 -0.082619999999999985 -0.0099749999999999978 -0.011554999999999998 0.09692000000000002 -0.11183499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 7 -2 -4 9 15 -1 -8 13 -13 -11 -3 -9
right_child=2 14 6 -5 -6 -7 10 8 -10 11 -12 12 -14 -15 -16 -17
leaf_value=0.00098841121976776607 0.0010507847949586837 0.00095451896173207702 0.00054946532289105977 0.00082227328199544684 0.0016942458154895399 0.000577452470484737 0.00024808117025056699 0.0014084862300066464 0.00077155291703970568 0.0012441286469180547 -0.00010487535088728379 0.0015076150963360853 0.0012768061415208728 0.0014218785159360117 0.00070568030471353867 0.0011840451013773534
leaf_weight=71 78 52 65 96 83 91 95 56 55 84 53 62 1510 372 85 56
leaf_count=71 78 52 65 96 83 91 95 56 55 84 53 62 1510 372 85 56
internal_value=0 0.00125571 0.000492944 0.00128121 0.00129995 0.000796122 0.000252228 0.0012855 0.00112388 0.00129834 0.000121447 0.00130917 0.00128593 0.00138921 0.000800387 0.00129658
internal_weight=0 2582 382 2445 2349 169 213 2266 167 2099 148 2028 1572 456 137 112
internal_count=2964 2582 382 2445 2349 169 213 2266 167 2099 148 2028 1572 456 137 112
is_linear=0
shrinkage=0.0032998


Tree=7148
num_leaves=15
num_cat=0
split_feature=1 3 1452 1 1 43 52 1444 403 48 1 403 2 2
split_gain=0.402837 0.154056 0.139484 0.12248 0.124054 0.116113 0.105672 0.0965889 0.0846041 0.0798017 0.123248 0.0545253 0.0356201 0.0179778
threshold=0.12072500000000001 -0.036264999999999992 0.10077000000000001 0.14754500000000001 0.13148500000000005 -0.50914999999999988 -0.56274499999999994 -0.044864999999999995 0.088015000000000024 -0.087924999999999989 0.089245000000000005 0.10773500000000001 0.13554000000000002 0.088300000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -3 -1 -7 -8 9 -9 -11 -10 -6 -13
right_child=1 3 -4 -5 12 6 7 8 11 10 -12 13 -14 -15
leaf_value=-0.0025429246058642323 0.0049018875529594132 -0.0078124011437573915 0.013898910403528421 -0.0099140384401652255 0.0052995130537511776 0.012443780883048572 0.011680784088929339 0.010842722163187756 0.012101504477725816 0.0053647447419413437 0.0026126559271753575 0.0081718597293634378 -0.00068861858184655694 0.0045249784846132625
leaf_weight=54 88 52 53 60 53 58 63 58 68 1460 678 80 59 80
leaf_count=54 88 52 53 60 53 58 63 58 68 1460 678 80 59 80
internal_value=0 -0.00105601 0.00533219 -0.00340463 -0.00101219 0.0051568 0.00532088 0.00515404 0.00498367 0.00466137 0.00449285 0.00808001 0.00212901 0.00635965
internal_weight=0 312 2652 224 164 2599 2545 2487 2424 2196 2138 228 112 160
internal_count=2964 312 2652 224 164 2599 2545 2487 2424 2196 2138 228 112 160
is_linear=0
shrinkage=0.16829


Tree=7149
num_leaves=17
num_cat=0
split_feature=3 4 3 4 52 133 3 49 52 3 42 16 40 148 49 129
split_gain=0.293373 0.154927 0.171456 0.147212 0.284938 0.295471 0.147167 0.14685 0.169558 0.224232 0.139594 0.142672 0.123386 0.0960853 0.0949831 0.0807937
threshold=0.3148450000000001 0.31392000000000003 -0.0037099999999999998 -0.14345499999999997 -0.54533999999999982 0.085895000000000013 -0.12077499999999998 -0.058504999999999995 0.084425000000000014 0.10021000000000001 0.088025000000000006 -0.43708999999999992 -0.071824999999999986 -0.065214999999999981 0.12571000000000002 -0.015799999999999998
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 -5 -4 9 -9 11 -3 -12 -8 15 -15
right_child=-2 10 7 6 5 -7 13 8 -10 -11 12 -13 -14 14 -16 -17
leaf_value=0.0096131047055568134 -0.00557708853523569 0.0077866807902603075 0.014162631965099469 0.010786277102590176 -0.01029486254770365 0.0056572144292231343 0.010808844172960146 0.0087602465012260079 0.014201210099110143 -0.0035838661664481727 0.0009447052095396286 -0.0029332696970145967 -0.010230979030410463 0.010720857875681361 -0.0027369121688781239 0.0039720647331177019
leaf_weight=58 90 91 87 100 89 52 60 95 54 74 60 57 52 52 58 1835
leaf_count=58 90 91 87 100 89 52 60 95 54 74 60 57 52 52 58 1835
internal_value=0 0.00417231 0.00456203 0.00406056 -0.000306102 -0.00439909 0.00447422 0.00828332 0.00598154 0.0033445 0.000247178 0.00364591 -0.00422796 0.00415851 0.00395243 0.00415899
internal_weight=0 2874 2614 2304 199 141 2105 310 223 169 260 148 112 2005 1945 1887
internal_count=2964 2874 2614 2304 199 141 2105 310 223 169 260 148 112 2005 1945 1887
is_linear=0
shrinkage=0.16829


Tree=7150
num_leaves=15
num_cat=0
split_feature=10 48 51 39 9 0 39 151 47 402 403 50 49 50
split_gain=0.17608 0.139873 0.160229 0.139475 0.123828 0.116424 0.134827 0.128481 0.103571 0.0971916 0.178124 0.0945746 0.0801083 0.0238578
threshold=-0.085474999999999982 0.12036500000000001 0.108005 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.086414999999999978 0.084950000000000012 0.053170000000000002 0.11764000000000001 0.081585000000000019 -0.082354999999999984 0.111725 0.084910000000000013 0.11226500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 -3 11 -11 -7 13 -4
right_child=1 8 12 4 5 9 -8 -9 -10 10 -12 -13 -14 -15
leaf_value=-0.004239937815747918 0.012019077061325111 0.0027150827421434823 0.013909437118095173 -0.0036179080753226227 0.0017699340790489472 0.0040954760871826619 0.0079462976815167542 -0.006714949346003256 -0.0078897248738497086 0.015541125981769668 0.0044979179397952266 -0.0024669949666455042 0.003167265639461772 0.0089487694243298929
leaf_weight=86 52 52 52 73 775 1289 94 54 52 59 141 65 52 66
leaf_count=86 52 52 52 73 775 1289 94 54 52 59 141 65 52 66
internal_value=0 0.00347889 0.00370648 0.00337831 0.0032014 0.0034031 0.00190254 0.00121507 -0.00257005 0.00429321 0.00776465 0.00377911 0.00871883 0.0111501
internal_weight=0 2876 2772 2602 2550 2477 923 829 104 1554 200 1354 170 118
internal_count=2962 2876 2772 2602 2550 2477 923 829 104 1554 200 1354 170 118
is_linear=0
shrinkage=0.16829


Tree=7151
num_leaves=24
num_cat=0
split_feature=4 2 1 2 3 16 10 16 16 16 14 3 12 481 39 1 4 2 43 4 50 1 4
split_gain=0.165264 0.322547 0.193966 0.182545 0.138197 0.184368 0.111876 0.0994034 0.327473 0.190518 0.18507 0.16313 0.150397 0.156691 0.111653 0.100574 0.0956345 0.0948579 0.0884329 0.0664321 0.0779053 0.0623482 0.0376609
threshold=-0.085594999999999991 0.10060500000000001 0.09717000000000002 0.095465000000000008 -0.085784999999999986 -0.075724999999999987 -0.085474999999999982 0.0048000000000000013 -0.0021749999999999994 0.026395000000000005 -0.13131999999999996 -0.15105999999999997 0.090805000000000011 -0.085504999999999984 0.08456000000000001 0.10638500000000002 -0.092854999999999979 0.12623500000000001 -0.068029999999999993 -0.037689999999999994 -0.088974999999999985 0.10638500000000002 -0.049994999999999991
decision_type=2 2 2 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 16 -2 8 10 -9 -8 -12 13 -13 17 -14 -1 19 -18 22 -21 -4 -11
right_child=6 2 21 -5 -6 -7 7 9 -10 14 11 12 15 -15 -16 -17 18 -19 -20 20 -22 -23 -24
leaf_value=0 -0.0042028464641629907 -0.0094174172999893866 0.0071330796181971927 0.017182987012122286 -2.088642872572505e-05 0.01439867938761588 0.011365240481008607 -0.0091009520440728034 0.013297680605110928 0.0016841993762617491 -0.0071130257471021547 -0.0076778349901313282 0.0038815954724869348 0.0016996826359006606 0.0084207978192976304 0.011283965053836689 0.012759379940410476 -0.0063070023348390375 0.0034873809019295445 0.0044466653808112539 -0.002543162168130002 -0.001043311516069724 0.0071916165915530059
leaf_weight=66 77 53 53 52 73 91 63 55 82 79 53 53 460 1033 56 59 57 52 61 64 153 52 65
leaf_count=66 77 53 53 52 73 91 63 55 82 79 53 53 460 1033 56 59 57 52 61 64 153 52 65
internal_value=0 0.00531822 -0.00110963 0.00786172 0.00646372 0.00819163 0.00210007 0.00230941 0.00290247 0.000265339 0.00240613 0.00206462 0.0023688 0.00124038 0.00136756 0.00472656 0.00511207 0.000406841 0.00798145 0.00137891 -0.000473367 0.00306671 0.00418266
internal_weight=0 558 158 400 348 275 2404 2327 1803 524 1721 1658 1605 1086 469 519 184 413 118 361 217 105 144
internal_count=2962 558 158 400 348 275 2404 2327 1803 524 1721 1658 1605 1086 469 519 184 413 118 361 217 105 144
is_linear=0
shrinkage=0.16829


Tree=7152
num_leaves=24
num_cat=0
split_feature=4 2 40 3 11 13 2 2 0 0 0 2 3 12 4 13 4 12 2 4 0 12 2
split_gain=10.5204 3.61694 1.65827 1.43071 1.30004 1.48545 0.773771 0.625027 0.714957 0.502258 0.442373 0.434127 0.405998 0.307967 0.243903 0.239947 0.225101 0.218066 0.213671 0.147398 0.125663 0.107582 0.0459564
threshold=0.31392000000000003 0.11366500000000002 -0.034699999999999988 0.28833000000000003 1.0000000180025095e-35 0.085955000000000018 0.14870000000000003 0.091235000000000024 -0.13843999999999998 -0.076734999999999984 -0.105195 0.078775000000000012 -0.021559999999999996 1.0000000180025095e-35 -0.032169999999999997 -0.079369999999999982 0.41823000000000005 0.087255000000000013 0.083310000000000009 0.020110000000000006 -0.064994999999999983 0.084130000000000024 0.12414000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 6 7 -6 14 11 -9 -1 16 13 -12 -4 -3 -14 -2 -10 -13 -15 -19 -20 -16
right_child=10 3 4 -5 5 -7 -8 8 17 -11 12 18 15 19 22 -17 -18 20 21 -21 -22 -23 -24
leaf_value=0.00087079751686868086 0.00033475700967009836 0.00099468446396851467 0.00075722163828192599 0.00015068492092556478 0.0016270403095334114 0.00098424131206425428 0.00040082869660232155 0.00061940033297933452 0.0011234561246587329 0.0004812739621539726 0.00043721343174506845 0.0013258522982761941 0.00027337255718749913 0.0010493150455870551 0.00082051018498779157 -3.4364055734534282e-05 0.00061849938191692821 0.00097360124304153345 0.0010350641328914641 0.00088880020665535919 0.00079583617815912153 0.0011251703294000326 0.0006792431057582966
leaf_weight=81 53 79 53 52 90 70 53 66 103 66 73 52 55 421 57 55 74 359 200 77 52 667 54
leaf_count=81 53 79 53 52 90 70 53 66 103 66 73 52 55 421 57 55 74 359 200 77 52 667 54
internal_value=0 0.000993081 0.00103622 0.000648301 0.00105882 0.00134604 0.000754642 0.00103639 0.000944152 0.000696149 0.000350463 0.00107276 0.000246241 0.000998916 0.000853151 0.000119184 0.000500365 0.000985784 0.00111699 0.00102457 0.000951196 0.00110443 0.000752103
internal_weight=0 2652 2357 295 2210 160 243 2050 580 147 310 1470 183 551 190 110 127 514 919 498 411 867 111
internal_count=2962 2652 2357 295 2210 160 243 2050 580 147 310 1470 183 551 190 110 127 514 919 498 411 867 111
is_linear=0
shrinkage=0.0032998


Tree=7153
num_leaves=25
num_cat=0
split_feature=4 13 39 4 0 0 4 150 160 4 0 0 150 15 39 474 0 15 1429 0 0 0 4 43
split_gain=11.0873 2.81031 2.1971 0.972601 0.829508 0.485786 0.603399 0.565556 1.16337 0.469352 0.415944 0.396229 0.293505 0.292833 0.208983 0.20211 0.175333 0.246714 0.138459 0.298171 0.136954 0.103706 0.09514 0.0689887
threshold=0.31392000000000003 -0.27740999999999993 0.055555000000000007 -0.076329999999999995 -0.069414999999999991 -0.10594499999999998 0.053925000000000008 0.082085000000000019 -0.046544999999999996 0.22276500000000002 -0.14164999999999997 -0.079119999999999982 0.097540000000000016 0.091195000000000012 0.088655000000000012 0.089745000000000019 -0.105195 -0.43587999999999999 1.0000000180025095e-35 0.056895000000000008 -0.072039999999999979 -0.050249999999999996 0.066300000000000012 -0.0074499999999999992
decision_type=2 2 2 2 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 14 7 11 8 -5 -10 -3 15 16 18 -4 -7 -2 -18 19 -12 23 -13 -8 -15
right_child=12 2 4 5 -6 6 22 -9 9 -11 13 21 -14 20 -16 -17 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00064321131247199314 0.00062621889377852016 0.0016043684727432503 0.00095511023013532606 0.0008022182113089386 0.00069317899841392805 0.001348191369152906 0.000976083346249826 0.00080625749616260352 0.0015814338584078369 0.0011539207786302244 0.0013766974559828614 0.0012140710132780988 0.00075674194899529783 0.0013671762989168528 0.0012421199267215923 0.001133961823737093 0.00054261356444465015 0.00026542742217166567 0.0015273609508473915 0.001166778430023908 0.0010771435827164903 0.0010531517394051771 0.001138804803481254 0.0011952615804906956
leaf_weight=88 90 68 53 60 96 549 81 62 58 56 591 316 68 55 62 55 96 56 55 87 59 55 87 59
leaf_count=88 90 68 53 60 96 549 81 62 58 56 591 316 68 55 62 55 96 56 55 87 59 55 87 59
internal_value=0 0.00122386 0.00124378 0.00127274 0.000920606 0.00121611 0.00124445 0.00107868 0.00117555 0.00137174 0.00135289 0.0012761 0.000564125 0.00133398 0.00111015 0.00132874 0.000509855 0.000440724 0.00136318 0.00134981 0.00121004 0.00119031 0.00106056 0.00127851
internal_weight=0 2652 2564 2353 211 1379 1143 236 174 114 974 975 310 906 115 604 242 152 733 678 173 371 168 114
internal_count=2962 2652 2564 2353 211 1379 1143 236 174 114 974 975 310 906 115 604 242 152 733 678 173 371 168 114
is_linear=0
shrinkage=0.0032998


Tree=7154
num_leaves=19
num_cat=0
split_feature=1 1 12 1374 123 12 11 3 12 159 13 0 1 12 0 52 52 1
split_gain=12.1486 1.83728 0.914598 0.597598 0.54005 0.362938 0.327206 0.442459 0.275808 0.208857 0.201722 0.188343 0.63533 0.307184 0.180192 0.165811 0.119253 0.117025
threshold=0.10471000000000001 0.12448500000000001 0.089585000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 0.11755500000000001 1.0000000180025095e-35 -0.12077499999999998 -0.042789999999999988 0.083310000000000009 -0.011954999999999999 -0.13409999999999997 0.085490000000000024 0.086675000000000016 -0.095554999999999987 -0.072144999999999987 -0.0037699999999999995 0.13707500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 -1 5 6 7 -5 14 10 -2 12 -9 -13 -3 -4 -8 -10
right_child=1 8 15 4 -6 -7 16 11 17 -11 -12 13 -14 -15 -16 -17 -18 -19
leaf_value=0.00053130411764113427 0.00029661263752962075 0.00020626985947081014 0.0008553960634151449 0.00063473684863478864 0.00063486682368214646 0.0006643175793981307 0.0011398033495948704 0.001020400222317096 0.00038447734008567841 0.00021467306638747253 0.00054239858401545333 0.00096835920862474402 0.00052344477733202695 0.00087544829330729981 -3.7041247048758092e-05 0.0006244572282562748 0.00094416168253778812 0.00018502592932940397
leaf_weight=55 62 53 58 73 94 75 80 55 53 62 91 595 58 1174 88 87 65 84
leaf_count=55 62 53 58 73 94 75 80 55 53 62 91 595 58 1174 88 87 65 84
internal_value=0 0.000358624 0.000514277 0.000872789 0.000881051 0.000891675 0.000899778 0.000888444 0.000156933 0.000377342 0.000443029 0.000898266 0.000765638 0.000906719 5.41663e-05 0.000717076 0.00105234 0.000262443
internal_weight=0 638 360 2324 2269 2175 2100 1955 278 215 153 1882 113 1769 141 145 145 137
internal_count=2962 638 360 2324 2269 2175 2100 1955 278 215 153 1882 113 1769 141 145 145 137
is_linear=0
shrinkage=0.0032998


Tree=7155
num_leaves=22
num_cat=0
split_feature=1 0 9 13 1453 1 4 0 13 48 15 455 160 15 0 3 4 133 0 13 133
split_gain=0.685254 0.386049 0.224739 0.108292 0.203476 0.139625 0.125902 0.0998883 0.0974331 0.0955804 0.204969 0.138141 0.136392 0.153277 0.0919081 0.0888559 0.230488 0.0830568 0.0681287 0.0423457 0.0370385
threshold=0.12072500000000001 -0.024974999999999997 0.084755000000000011 -0.085349999999999995 -0.057839999999999996 0.079440000000000024 -0.082199999999999981 -0.074249999999999997 -0.16392499999999996 0.093225000000000016 -0.072289999999999979 1.0000000180025095e-35 -0.52890999999999988 -0.17840999999999999 -0.055729999999999995 -0.082054999999999975 -0.015104999999999999 0.084965000000000013 -0.11742499999999999 -0.09194999999999999 -0.043354999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 5 -5 6 -1 18 -7 11 -11 12 -6 -14 -9 16 -8 19 -2 -17 -10
right_child=1 -3 -4 4 9 8 15 14 20 10 -12 -13 13 -15 -16 17 -18 -19 -20 -21 -22
leaf_value=0.015834908746451059 0.00053680502581323448 -0.01419608450184562 0.014520515154291397 -0.0048269966472627443 0.012711366410244762 -0.0027210635079648045 -0.0045130127156743768 0.0087753548921113648 0.0090833434408558577 0.0050772970987133272 -0.0077646069553455009 0.013060170891116319 -0.0031318938565225822 0.0047524557133677781 -0.00061166917743877246 0.0096940872880727329 0.0092403022145522533 0.014672463240094949 -0.0069488925216441384 0.003754501345011106 0.0035388148680098276
leaf_weight=59 70 69 71 67 58 56 54 53 53 101 54 58 73 1485 66 89 95 65 67 57 101
leaf_count=59 70 69 71 67 58 56 54 53 53 101 54 58 73 1485 66 89 95 65 67 57 101
internal_value=0 -0.00302402 0.00516976 0.00490612 0.00426879 0.00682436 0.00860207 -5.77815e-06 0.00326885 0.00460297 0.000591752 0.00497331 0.00468195 0.00438188 0.00355401 0.00741169 0.00424382 0.00964021 -0.00311097 0.00738751 0.00545866
internal_weight=0 325 2596 2525 1896 629 419 256 210 1829 155 1674 1616 1558 119 360 149 211 137 146 154
internal_count=2921 325 2596 2525 1896 629 419 256 210 1829 155 1674 1616 1558 119 360 149 211 137 146 154
is_linear=0
shrinkage=0.16829


Tree=7156
num_leaves=13
num_cat=0
split_feature=1 9 2 2 2 15 151 151 48 151 1 160
split_gain=0.474192 0.155346 0.137823 0.130145 0.137484 0.241126 0.125007 0.12071 0.12891 0.127536 0.117994 0.109058
threshold=0.12072500000000001 0.084755000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13447000000000003 -0.38214499999999996 0.10280000000000002 0.044055000000000004 0.12036500000000001 -0.089309999999999987 0.085960000000000023 -0.52517999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6 7 8 9 10 -4 -11
right_child=3 -3 6 4 5 -7 -8 -9 -10 11 -12 -13
leaf_value=-0.0038725482196639493 -0.0083616908974315611 0.01207686111668173 0.0057918890189123245 0.0045591443295475908 0.0039507822176295532 -0.0095593255478582245 -0.0036397701225349623 0.012341460344961565 -0.0039926585202691364 -0.0010267218963163393 0.015579876116626564 0.0044004250917580702
leaf_weight=60 81 71 105 92 66 86 55 54 52 110 53 2036
leaf_count=60 81 71 105 92 66 86 55 54 52 110 53 2036
internal_value=0 0.00430044 0.00408107 -0.00251511 -0.000566869 -0.00368127 0.00427539 0.00445677 0.00427529 0.00446268 0.00908657 0.0041214
internal_weight=0 2596 2525 325 244 152 2465 2410 2356 2304 158 2146
internal_count=2921 2596 2525 325 244 152 2465 2410 2356 2304 158 2146
is_linear=0
shrinkage=0.16829


Tree=7157
num_leaves=20
num_cat=0
split_feature=4 2 123 0 2 14 14 15 2 42 0 2 4 0 0 15 15 2 2
split_gain=10.8962 4.31984 2.47091 0.997778 0.571177 0.590447 0.372328 0.319557 0.30634 0.292065 0.286169 0.274491 0.246415 0.484051 0.321205 0.224834 0.14935 0.117898 0.112424
threshold=0.31392000000000003 0.13501500000000002 1.0000000180025095e-35 -0.105195 0.10859000000000001 0.073890000000000011 -0.40567999999999999 -0.43091499999999999 0.086365000000000011 0.079890000000000017 -0.06537999999999998 0.153865 0.008570000000000003 -0.11073999999999999 -0.09712999999999998 -0.091229999999999992 -0.064619999999999983 0.089545000000000013 0.11741500000000001
decision_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 18 5 12 -5 -8 -4 10 -6 -3 13 -1 -15 17 -17 -14 -2
right_child=3 11 8 6 9 -7 7 -9 -10 -11 -12 -13 15 14 -16 16 -18 -19 -20
leaf_value=0.00080108141073873169 0.00066423012381262414 0.00051693988502865659 0.00036257885480742261 0.00037011012214842998 0.00067755793497093972 0.0013468189009798416 0.00025124882885261423 -9.3509627212819742e-05 0.00070080416743739291 0.001043356495456164 0.00095406629567602408 0.00019991629875866908 0.001177694912205032 0.0013166236613747669 0.0010617956887083383 0.00074106424692334477 0.00094988158423169229 0.0009766866498718569 0.00046913108717604976
leaf_weight=77 64 66 54 77 90 73 57 60 65 87 77 55 54 57 1585 62 103 89 69
leaf_count=77 64 66 54 77 90 73 57 60 65 87 77 55 54 57 1585 62 103 89 69
internal_value=0 0.000982364 0.00101216 0.000342998 0.00103563 0.00105359 0.000191799 7.41485e-05 0.00054762 0.000886952 0.000805261 0.000373129 0.00104302 0.00105861 0.00107066 0.000955877 0.00087163 0.00105284 0.000563278
internal_weight=0 2594 2473 327 2354 2100 194 117 119 254 167 121 2027 1719 1642 308 165 143 133
internal_count=2921 2594 2473 327 2354 2100 194 117 119 254 167 121 2027 1719 1642 308 165 143 133
is_linear=0
shrinkage=0.0032998


Tree=7158
num_leaves=16
num_cat=0
split_feature=15 123 39 150 15 15 15 52 16 1453 16 15 133 50 159
split_gain=8.56351 2.97815 1.47183 0.892518 0.50844 0.626953 0.543205 0.449715 0.399133 0.330513 0.381247 0.274078 0.265205 0.118616 0.0746796
threshold=-0.24211499999999997 1.0000000180025095e-35 0.11233000000000001 0.11680000000000001 0.14508500000000005 0.039965000000000007 0.091195000000000012 0.12371000000000001 -0.0093249999999999982 -0.077984999999999985 -0.5103049999999999 -0.43587999999999999 0.086885000000000004 0.08956500000000002 0.10210500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 9 8 11 -7 -2 -11 14 -3 -8 -1
right_child=1 12 -4 -5 -6 6 13 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=0.00039489884346983003 0.0011845421927020646 0.00059150169625533965 0.0004051009624233715 0.00062020221513465383 0.00069066588660260603 0.0010808866340244576 0.00091709415395723501 0.00054339289556847535 0.0013860210747907676 0.00065973743620573427 0.00093580208829505314 6.2280503680673253e-05 0.00031137136125304534 0.0010556769735542092 0.00022261377657804872
leaf_weight=60 56 91 53 81 68 551 306 57 52 58 1199 81 63 92 53
leaf_count=60 56 91 53 81 68 551 306 57 52 58 1199 81 63 92 53
internal_value=0 0.000923042 0.000950322 0.00096204 0.000973649 0.00098195 0.00104446 0.000285324 0.00110726 0.00093427 0.000923092 0.000209318 0.000477132 0.000949217 0.000314404
internal_weight=0 2670 2516 2463 2382 2314 1001 251 603 1313 1257 194 154 398 113
internal_count=2921 2670 2516 2463 2382 2314 1001 251 603 1313 1257 194 154 398 113
is_linear=0
shrinkage=0.0032998


Tree=7159
num_leaves=14
num_cat=0
split_feature=1 10 159 9 2 151 147 2 2 4 15 48 48
split_gain=0.445218 0.115397 0.105 0.101505 0.11952 0.0905643 0.0968083 0.0861797 0.109331 0.0839391 0.0970015 0.138554 0.0997462
threshold=0.12072500000000001 -0.063134999999999983 0.10254000000000001 0.084755000000000011 -1.0000000180025095e-35 0.10280000000000002 0.088410000000000016 -0.0050599999999999994 0.13084500000000002 0.27998000000000006 -0.11532999999999999 0.091690000000000008 0.093225000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 7 4 -1 6 9 -3 -9 10 11 -6 -12
right_child=1 2 -4 -5 5 -7 -8 8 -10 -11 12 -13 -14
leaf_value=-0.0025478590778379444 -0.0083760128734655329 -0.0043281121294860437 -0.0068794062727869539 0.011325854330278414 0.0048628876976186536 -0.0016932869910926377 0.010963789528827775 0.0086216456331306666 -0.0002190913448372385 1.6318962454848785e-05 0.0051691700023785078 0.014491864369217677 0.00024916998080485881
leaf_weight=60 58 53 52 71 99 55 80 68 94 93 1938 75 125
leaf_count=60 58 53 52 71 99 55 80 68 94 93 1938 75 125
internal_value=0 -0.00157183 -8.7035e-05 0.0050313 0.00485359 0.00503448 0.00518876 0.00154741 0.00348075 0.00498971 0.00519567 0.00902363 0.00487193
internal_weight=0 325 267 2596 2525 2465 2410 215 162 2330 2237 174 2063
internal_count=2921 325 267 2596 2525 2465 2410 215 162 2330 2237 174 2063
is_linear=0
shrinkage=0.16829


Tree=7160
num_leaves=27
num_cat=0
split_feature=1 12 3 15 1 12 3 1 14 160 151 15 3 1 3 15 12 15 12 151 12 1213 12 12 3 3
split_gain=11.0086 1.67595 1.65224 0.997495 0.820608 0.695421 0.481458 0.326905 0.306516 0.302423 0.25865 0.251391 0.23277 0.174604 0.172418 0.17099 0.131576 0.123918 0.10845 0.100058 0.105596 0.0815596 0.0604305 0.0522044 0.0156231 0.0545701
threshold=0.10910500000000002 0.056995000000000011 -0.062694999999999987 -0.19631499999999999 0.09258000000000001 0.098355000000000012 -1.0000000180025095e-35 0.13276500000000002 0.073890000000000011 0.011825000000000002 0.025200000000000004 -0.26361999999999991 -0.10859999999999999 0.079225000000000004 -0.081224999999999978 -0.055184999999999991 0.091680000000000011 -0.091934999999999989 0.11755500000000001 -1.0000000180025095e-35 -0.083979999999999985 -0.094174999999999995 0.10119000000000002 -0.081654999999999991 -0.068279999999999993 -0.077849999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 9 8 -6 19 10 13 12 23 16 -1 17 -5 -3 -14 22 -4 -21 -16 -7 -9 25 -24
right_child=2 5 7 15 6 18 -8 11 -10 -11 -12 -13 14 -15 21 -17 -18 -19 -20 20 -22 -23 24 -25 -26 -27
leaf_value=0.0008122579649707701 0.00030546196064617029 0.00074025251055204102 0.00028818292863971585 0.00096449645437888891 0.00039606942619919766 0.0007741351809380238 0.00074063554032854884 0.00016110558295174326 0.0012323666875442368 0.00067293839620880989 0.0012103213957146246 0.00033668768964911842 0.00091512173308906956 0.0010304048030454918 0.0010698655317855916 0.00070880423510662541 0.00096673590483097797 0.0010374329068580067 0.00073366625440122373 0.00033540501311321791 0.00053455758875623838 0.00092894818924848426 0.0008690497112673909 1.6293321670981929e-05 0.00084583394776695318 0.001006865111195043
leaf_weight=70 53 66 69 66 88 59 90 58 61 64 58 80 108 101 54 53 52 790 86 53 68 438 94 52 59 55
leaf_count=70 53 66 69 66 88 59 90 58 61 64 58 80 108 101 54 53 52 790 86 53 68 438 94 52 59 55
internal_value=0 0.000931636 0.000414551 0.000683043 0.000740071 0.000971577 0.000570486 0.00029293 0.00100049 0.000868372 0.000991439 0.000195773 0.000982998 0.000941311 0.000995081 0.000850913 0.000840357 0.00102276 0.000838195 0.000389902 0.000447617 0.000944486 0.000871731 9.29691e-05 0.000899245 0.000920158
internal_weight=0 2393 552 172 413 1980 178 380 1627 235 1566 190 1508 171 1390 119 118 898 353 190 121 492 267 110 208 149
internal_count=2945 2393 552 172 413 1980 178 380 1627 235 1566 190 1508 171 1390 119 118 898 353 190 121 492 267 110 208 149
is_linear=0
shrinkage=0.0032998


Tree=7161
num_leaves=20
num_cat=0
split_feature=49 49 124 52 48 394 133 13 3 133 159 15 3 15 15 3 13 3 43
split_gain=0.173766 0.387954 0.16428 0.153217 0.121122 0.117395 0.120169 0.145058 0.191593 0.171263 0.132807 0.106286 0.10609 0.125399 0.173478 0.0938769 0.0922387 0.068671 0.129812
threshold=-0.032624999999999994 -0.070754999999999985 -0.063024999999999984 -0.091329999999999981 0.085790000000000019 0.0044650000000000011 -0.42663499999999993 0.041960000000000004 -0.14884499999999998 -0.011534999999999998 0.082200000000000009 -0.040504999999999992 0.41110500000000005 -0.40166999999999992 -0.46772999999999992 -0.080349999999999991 -0.088554999999999981 -0.23098999999999997 -0.11760499999999999
decision_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 15 8 -8 -9 17 -3 13 14 -10 -2 -15 -11 -19
right_child=5 11 3 4 -6 -7 7 9 12 10 -12 -13 -14 16 -16 -17 -18 18 -20
leaf_value=-0.0028156986756400796 0.01580503306879278 -0.011293034607592662 0.015184193722752952 0.00081512384223224809 0.0097254166307839188 0.013005971343817632 0.013682696330865812 -0.0066699421034330927 0.0063024195752893518 0.0068709349861234255 0.011096623996369183 -0.0011108513110847059 0.012742000281240201 0.002679543463162036 -0.0061873745275793238 0.0064943921180521721 0.0061637932873259364 0.0033950427107511888 -0.0063063881779122314
leaf_weight=56 56 58 54 95 80 62 85 53 64 61 56 59 56 254 62 70 1483 124 57
leaf_count=56 56 58 54 95 80 62 85 53 64 61 56 59 56 254 62 70 1483 124 57
internal_value=0 0.00197862 0.0053317 0.00733192 0.00489867 0.00575109 0.00556906 0.00529663 0.00584991 0.00213263 0.00370421 -0.00617379 0.00550203 0.00528344 0.000142389 0.0106467 0.00565533 0.00198615 0.00032997
internal_weight=0 402 285 229 175 2543 2481 2355 2004 351 298 117 1919 1863 126 126 1737 242 181
internal_count=2945 402 285 229 175 2543 2481 2355 2004 351 298 117 1919 1863 126 126 1737 242 181
is_linear=0
shrinkage=0.16829


Tree=7162
num_leaves=31
num_cat=0
split_feature=1 4 12 13 14 3 150 3 43 15 13 15 150 12 42 3 3 3 15 52 1203 4 48 3 133 43 3 12 12 42
split_gain=6.81285 1.61487 1.39191 0.648187 0.556074 0.57291 0.5119 0.332332 0.308122 0.337781 0.293671 0.270602 0.274095 0.248425 0.23501 0.181501 0.168172 0.24113 0.163959 0.13535 0.12757 0.11364 0.108101 0.131198 0.100021 0.166344 0.157315 0.119627 0.0611427 0.0527528
threshold=0.098395000000000024 0.27420500000000009 0.085845000000000019 -0.092984999999999984 0.064610000000000015 -0.072649999999999978 0.082965000000000025 0.0066850000000000008 -0.11366999999999998 0.043560000000000008 1.0000000180025095e-35 -0.11739999999999999 0.084555000000000019 0.095980000000000024 0.086700000000000013 -0.081224999999999978 0.086845000000000019 -0.014254999999999999 -0.41956999999999994 -0.0078749999999999983 0.088205000000000019 0.018150000000000003 0.091505000000000017 -0.11017499999999998 0.097115000000000021 -0.034774999999999993 -0.077849999999999989 0.090455000000000021 0.093670000000000017 0.091210000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 -5 9 -1 14 -7 16 -4 18 20 17 21 -3 -15 22 -13 23 -10 26 -26 27 -17 -11 -28
right_child=1 10 13 6 -6 11 -8 -9 15 28 -12 12 -14 19 -16 24 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=0.00065048838718788403 0.00023501839690510118 0.00039676450970894641 0.0010245513688175627 0.00055704883323324324 0.0011670690558312998 0.0010050959277782174 0.00035828309561672578 0.00090253889905126598 0.00079041585923627657 0.0010085995056916171 0.00017754370515892 0.00082455726095245698 0.00054681401311508331 0.00069798300047588366 0.00029568869470500284 0.00091219271680423135 0.0006591374445235631 0.00098559931230331925 0.00062175692751086477 0.00090502994887731668 0.0011275817594830295 0.00064235271716053344 0.0011083579904755309 0.00096397930123997525 0.00067338329081031198 0.00092348067731200245 0.0011010943539777676 0.0007277419902018893 0.00084699173912925721 0.00094911231810350231
leaf_weight=87 70 74 73 61 89 60 60 62 53 55 70 133 55 84 98 175 75 85 70 62 57 55 55 786 56 64 55 52 57 57
leaf_count=87 70 74 73 61 89 60 60 62 53 55 70 133 55 84 98 175 75 85 70 62 57 55 55 786 56 64 55 52 57 57
internal_value=0 0.000551099 0.000672949 0.000505895 0.000910333 0.000899288 0.000609316 0.000731485 0.000928854 0.000806103 0.00036665 0.000796465 0.000765316 0.000865777 0.000421205 0.000946154 0.000799748 0.000838249 0.00050638 0.000786148 0.000972573 0.00077144 0.000962651 0.000953057 0.000891338 0.000807062 0.000921067 0.000870095 0.000926667 0.00102406
internal_weight=0 784 472 253 2161 2072 183 123 1609 199 312 463 403 219 242 1410 348 273 144 146 951 188 894 839 459 120 339 227 112 112
internal_count=2945 784 472 253 2161 2072 183 123 1609 199 312 463 403 219 242 1410 348 273 144 146 951 188 894 839 459 120 339 227 112 112
is_linear=0
shrinkage=0.0032998


Tree=7163
num_leaves=26
num_cat=0
split_feature=1 47 1 39 1 1 157 150 1 150 159 160 43 47 159 401 1 1 1446 160 43 133 160 1 1
split_gain=9.90466 2.02191 1.22983 0.61911 0.47445 0.463693 0.295108 0.294524 0.195717 0.168388 0.154396 0.152011 0.147792 0.14784 0.158832 0.14725 0.139876 0.1488 0.131145 0.120709 0.0895543 0.0866734 0.0588228 0.057912 0.0443505
threshold=0.10910500000000002 0.085585000000000008 0.091395000000000018 0.055555000000000007 0.12988000000000002 0.12419000000000001 -0.082869999999999985 0.082085000000000019 0.14228000000000005 0.089810000000000015 0.087360000000000007 -0.085684999999999983 -0.077614999999999976 0.077065000000000008 -0.064994999999999983 0.080265000000000017 0.10529500000000001 0.093100000000000002 0.083705000000000016 -0.42038999999999993 -0.070104999999999987 -0.14785999999999996 -0.081494999999999998 0.10054 0.096315000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 7 10 -3 11 16 -6 12 20 -1 15 14 18 19 17 -4 -14 -8 -2 -16 -21 24 -19
right_child=1 5 3 -5 8 -7 9 -9 -10 -11 -12 -13 13 -15 21 -17 -18 23 -20 22 -22 -23 -24 -25 -26
leaf_value=0.0011821587159706354 0.00056679999092535598 0.0011049859308287372 0.00093363843958260652 0.0007018927227415956 0.00027953492036713028 0.00074464689702009011 0.0012798215714708077 0.00079983259408960292 0.00049226697449135869 0.00097297710721131088 0.00047805803034892504 0.0013808602811431715 0.00092644526228994879 0.0013202770374202968 0.0012445599790258403 0.00096154925641438627 0.00090413014981805667 0.001156156744274174 0.0011591229582555945 0.0010215352147951867 0.00074420451971642077 0.0011590938560694884 0.0011250162126651829 0.0012257433103544531 0.00103177388141019
leaf_weight=86 53 87 53 82 99 72 52 57 92 65 65 91 57 71 173 72 54 75 54 81 84 749 391 60 70
leaf_count=86 53 87 53 82 99 72 52 57 92 65 65 91 57 71 173 72 54 75 54 81 84 749 391 60 70
internal_value=0 0.000627807 0.00111832 0.000962624 0.000500587 0.000942035 0.00115447 0.00102047 0.000382187 0.0011414 0.000612365 0.00128452 0.00114782 0.00117097 0.00116067 0.00110489 0.00106066 0.00109329 0.00103996 0.00112452 0.000675831 0.00117517 0.00110733 0.0011344 0.00109635
internal_weight=0 552 2393 451 393 159 1942 369 191 1765 202 177 1700 1104 1033 596 312 258 111 524 137 922 472 205 145
internal_count=2945 552 2393 451 393 159 1942 369 191 1765 202 177 1700 1104 1033 596 312 258 111 524 137 922 472 205 145
is_linear=0
shrinkage=0.0032998


Tree=7164
num_leaves=19
num_cat=0
split_feature=1 10 148 394 475 11 42 13 48 48 43 1 1452 51 1 42 43 13
split_gain=0.160305 0.142775 0.144491 0.126387 0.135868 0.216355 0.130488 0.126324 0.184513 0.181929 0.119978 0.0928665 0.0862641 0.0791114 0.0789784 0.0660978 0.0989076 0.0477749
threshold=0.091395000000000018 -0.15491499999999997 -1.0000000180025095e-35 0.012170000000000002 -0.085684999999999997 0.079225000000000004 0.08400500000000001 -0.14847499999999997 0.10697500000000001 0.014805 0.0085250000000000031 0.089960000000000026 0.084085000000000007 0.056710000000000003 0.11947500000000001 -0.091604999999999978 -0.14724999999999996 0.032645000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 11 -1 14 9 10 13 12 15 -9 -4 17 -17 -6
right_child=1 2 7 -5 5 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 16 -18 -19
leaf_value=0.01715793996793722 0.011875344616518381 -0.0034171338889575154 -0.005416686409059489 0.014809870221215103 0.0056454333223782752 -0.0036607098741895583 0.005701865997557203 0.0054080981378931484 0.012786937700927944 -0.0027452942146977523 -0.00085653386223930484 0.012628702525908626 0.00096475672985837121 0.012386799950402441 0.0031198193057253329 0.012743321028127436 0.0064685667600836508 0.00023444570494684741
leaf_weight=63 61 79 58 52 116 63 52 436 76 96 80 65 88 52 65 76 1289 78
leaf_count=63 61 79 58 52 116 63 52 436 76 96 80 65 88 52 65 76 1289 78
internal_value=0 0.00397292 0.00345929 0.00659882 0.00637196 0.00600674 0.0119934 0.00409085 0.00492133 0.00401834 0.00516465 0.00636354 0.00611519 0.00615541 -0.000890919 0.00640476 0.00681925 0.00347914
internal_weight=0 1003 942 1942 1890 1775 115 863 740 664 568 1712 1647 488 123 1559 1365 194
internal_count=2945 1003 942 1942 1890 1775 115 863 740 664 568 1712 1647 488 123 1559 1365 194
is_linear=0
shrinkage=0.16829


Tree=7165
num_leaves=25
num_cat=0
split_feature=4 12 2 2 2 4 4 2 2 4 2 11 15 16 12 2 16 16 16 16 474 16 13 4
split_gain=11.1001 4.00615 1.75524 1.50626 1.10282 0.880419 0.707086 0.644067 0.627173 0.557639 0.46313 0.405635 0.662559 0.371611 0.347584 0.253953 0.234815 0.218444 0.397619 0.194778 0.174304 0.114773 0.110977 0.0365688
threshold=0.31392000000000003 0.056995000000000011 0.10859000000000001 0.072175000000000017 0.12750000000000003 -0.010764999999999999 -0.013634999999999998 0.093320000000000014 0.14870000000000003 0.053330000000000009 0.14253500000000002 1.0000000180025095e-35 0.039965000000000007 -0.06421499999999998 0.098785000000000012 0.10060500000000001 -0.14792499999999997 -0.49353499999999995 -0.16318499999999997 -0.052039999999999996 0.091180000000000011 -0.086909999999999987 -0.035924999999999992 -0.50324499999999983
decision_type=2 2 2 2 2 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 23 -8 17 11 13 15 -13 -4 16 20 -11 22 -19 -17 21 -3 -2 -5
right_child=8 4 10 6 -6 -7 7 -9 -10 14 -12 12 -14 -15 -16 19 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=0.00014915077820833178 0.00052965078980089992 0.0010669132780087296 0.0006856360025003002 0.0010096474802723586 0.00055001492866119139 0.00073236813234826012 0.00096368746651863879 0.00049654019272125178 -4.6072943854069929e-05 0.001020091449055297 0.00012752195462683487 0.00099249560537459846 0.0014366138169925036 0.00033294667454010653 0.00061453541604179806 0.0010004907583631183 0.00077526070406426018 1.2069815266206814e-05 0.00039135011951789937 0.00075266251745484446 0.00083104716616405974 0.0009936824759180043 0.00033215142586982989 0.0011306725696058452
leaf_weight=52 55 319 61 52 66 62 69 61 63 95 52 94 61 71 60 61 81 55 67 85 64 1081 75 86
leaf_count=52 55 319 61 52 66 62 69 61 63 95 52 94 61 71 60 61 81 55 67 85 64 1081 75 86
internal_value=0 0.000903519 0.000657353 0.000784978 0.000970908 0.000466648 0.000920256 0.000744759 0.000247918 0.000984773 0.000392199 0.00100501 0.0011675 0.000496199 0.000833252 0.000989348 0.000907614 0.000321556 0.000220652 0.000856449 0.00100258 0.00101039 0.00041598 0.00108532
internal_weight=0 2633 566 382 2067 114 268 130 315 2001 184 1765 155 132 236 1610 176 252 122 146 1464 1400 130 138
internal_count=2948 2633 566 382 2067 114 268 130 315 2001 184 1765 155 132 236 1610 176 252 122 146 1464 1400 130 138
is_linear=0
shrinkage=0.0032998


Tree=7166
num_leaves=24
num_cat=0
split_feature=4 1456 42 10 1 484 150 3 15 3 4 52 15 133 484 1447 42 1 1 1 4 52 39
split_gain=0.174174 0.280547 0.269812 0.206485 0.153624 0.14443 0.120582 0.0991792 0.302538 0.182174 0.147174 0.112512 0.0944639 0.0785191 0.081219 0.117851 0.0917947 0.131764 0.183205 0.12219 0.107725 0.0682927 0.0281819
threshold=-0.033649999999999992 -0.091249999999999984 0.098205000000000015 0.043560000000000008 0.11497000000000002 0.085790000000000019 0.084475000000000008 0.088880000000000015 -0.043134999999999993 -0.0037099999999999998 0.018150000000000003 -0.14556999999999998 -0.063834999999999989 -0.40868999999999994 -0.085604999999999987 -0.084744999999999987 -0.021064999999999997 0.090355000000000005 0.093205000000000024 0.085410000000000014 -0.088484999999999994 0.085380000000000025 0.08252000000000001
decision_type=2 2 2 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 13 7 -7 9 10 11 -9 -3 22 -1 -15 -16 20 19 -19 -18 -17 -22 -4
right_child=1 2 12 -5 -6 6 -8 8 -10 -11 -12 -13 -14 14 15 16 17 18 -20 -21 21 -23 -24
leaf_value=0.0106399618430823 -0.0076539162945710656 0.0098630939278648612 -0.0027079126558811986 -0.0049540761630217011 0.014005050932540643 -0.0043826996965969471 0.0059347487781427058 -0.000394944806459002 -0.0084745221405340999 0.014987836663388272 0.0096796155567485803 0.0048540705604829424 -0.0084657692502862585 0.010521255588296767 -0.0028009071907138081 -0.0026803470833155277 0.0065649231467698873 -0.0058549362581355423 0.0052860166285097184 0.013726040568503866 0.0074626304018282977 0.0014304457455723942 0.0026429943546238937
leaf_weight=81 63 157 52 61 64 79 54 65 54 66 110 688 53 77 54 78 489 53 196 79 113 102 60
leaf_count=81 63 157 52 61 64 79 54 65 54 66 110 688 53 77 54 78 489 53 196 79 113 102 60
internal_value=0 0.00333809 0.00380126 0.00459581 0.00593413 0.00505484 -0.000180152 0.00566716 0.00252345 0.00645543 0.00592737 0.00578687 -0.00261162 0.00554204 0.00520786 0.00485482 0.00522888 0.00614706 0.00290743 0.00756409 0.00266251 0.00460921 0.000142604
internal_weight=0 1562 1499 1334 1386 1273 133 1140 229 911 175 845 165 1322 1241 1164 1110 817 249 568 293 215 112
internal_count=2948 1562 1499 1334 1386 1273 133 1140 229 911 175 845 165 1322 1241 1164 1110 817 249 568 293 215 112
is_linear=0
shrinkage=0.16829


Tree=7167
num_leaves=16
num_cat=0
split_feature=44 149 43 131 0 160 52 50 160 0 13 474 43 16 0
split_gain=0.138923 0.167808 0.140708 0.124854 0.119755 0.138792 0.154589 0.125193 0.176875 0.125371 0.118943 0.096311 0.0959159 0.0917888 0.0554693
threshold=0.081835000000000019 0.079475000000000004 -0.50775499999999985 0.093260000000000023 -0.11991499999999998 -0.061914999999999991 -0.07167999999999998 0.11875500000000001 -0.06146999999999999 -0.10594499999999998 -0.00045499999999999995 -0.067669999999999994 -0.074874999999999983 -0.25397999999999993 -0.082174999999999984
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 9 -9 -6 12 -11 -5 -8 -14
right_child=-2 -3 3 10 7 6 13 8 -10 11 -12 -13 14 -15 -16
leaf_value=-0.0052322634806462598 0.012428000400891931 0.011503363914285554 -0.0057615562637828638 0.0039535867741363395 0.01123019102607457 0.007641167447551893 0.0018012690239445593 0.0047936722671600863 -0.0079632156835851217 0.0095572266482730518 -0.00026855604306743269 0.0035029655423890922 0.014517049542871254 -0.0061525656067310738 0.0081547882486378027
leaf_weight=52 52 75 81 95 66 96 135 62 61 78 56 1814 66 59 100
leaf_count=52 52 75 81 95 66 96 135 62 61 78 56 1814 66 59 100
internal_value=0 0.00363658 0.0034268 0.00359006 0.00318235 0.000391481 0.00211628 0.00367904 -0.00151831 0.00400645 0.00673802 0.00375351 0.00824823 -0.00060842 0.0106952
internal_weight=0 2896 2821 2769 2452 371 290 2081 123 1958 317 1892 261 194 166
internal_count=2948 2896 2821 2769 2452 371 290 2081 123 1958 317 1892 261 194 166
is_linear=0
shrinkage=0.16829


Tree=7168
num_leaves=10
num_cat=0
split_feature=14 11 11 4 0 9 4 16 0
split_gain=0.146755 0.161674 0.202623 0.139736 0.274727 0.185513 0.224007 0.145825 0.132776
threshold=0.073890000000000011 0.093525000000000011 0.079700000000000007 -0.17568999999999999 0.035525000000000008 -0.080769999999999981 -0.097349999999999978 0.25032500000000008 -0.13619499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -5 -7 -1 -8
right_child=-2 -3 -4 4 -6 6 8 -9 -10
leaf_value=0.011519932424922909 0.0094028810236626761 -0.0052311834877375512 0.011373751159249552 0.012776800783257007 -0.0091960089097747177 -0.0083096233454109953 -0.00044889107923705429 0.0013063199126567494 0.0033290044424163553
leaf_weight=103 103 67 82 52 55 52 301 65 2068
leaf_count=103 103 67 82 52 55 52 301 65 2068
internal_value=0 0.00292773 0.00312516 0.00287361 0.0025602 0.00282239 0.00260784 0.00757893 0.00284823
internal_weight=0 2845 2778 2696 2528 2473 2421 168 2369
internal_count=2948 2845 2778 2696 2528 2473 2421 168 2369
is_linear=0
shrinkage=0.16829


Tree=7169
num_leaves=28
num_cat=0
split_feature=4 0 51 147 49 4 4 131 157 49 52 15 1 50 15 2 15 15 1 0 52 159 1 2 4 50 3
split_gain=0.100788 0.126769 0.240304 0.198599 0.18935 0.1777 0.163937 0.124244 0.110563 0.108528 0.104639 0.0960505 0.0864623 0.0831348 0.107578 0.103962 0.0851366 0.174663 0.11664 0.175017 0.10718 0.118444 0.0829667 0.109427 0.0799106 0.0627155 0.061459
threshold=-0.033649999999999992 -0.079119999999999982 -0.06533499999999999 0.090425000000000019 0.13281000000000001 -0.019465 -0.013634999999999998 0.093680000000000013 -1.0000000180025095e-35 -0.058504999999999995 -0.11043499999999999 -0.094389999999999988 0.10016000000000001 0.09252500000000001 0.090165000000000009 0.10859000000000001 0.087670000000000012 0.088645000000000015 0.077375000000000013 -0.087359999999999979 -0.34918499999999997 0.081445000000000017 0.092695000000000013 0.087325000000000014 -0.069819999999999979 -1.0000000180025095e-35 -0.081864999999999979
decision_type=2 2 2 2 2 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 25 4 5 -2 -7 10 -4 -1 -8 -10 -13 15 -15 16 18 -18 19 -11 -20 -22 23 -19 -17 -3 -21
right_child=1 2 8 -5 -6 6 7 -9 11 13 -12 12 -14 14 -16 24 17 22 20 26 21 -23 -24 -25 -26 -27 -28
leaf_value=0.010874343696233862 -0.0066448960769888753 0.000892997388552345 -0.010808899808697453 -0.0062520450791507245 0.012544609456573989 0.011488202805854181 0.0084282425377266556 0.0092533456810867387 -0.0062272843127146593 0.013831866682427174 0.0014310166596601837 -0.0040877256930881766 0.0051121481379715252 0.012681687237388216 0.0036326777303004546 -0.0059940128735578076 -0.0059519721106638989 -0.0025110591675117817 0.0066455468124366332 0.0035867921506731394 -0.0060143617090908314 0.004328878604675456 0.0088820703854896529 0.0041035320553749694 0.0023489633735727959 0.0074842184095346631 0.009935478985157219
leaf_weight=57 55 81 53 67 58 63 66 73 93 75 752 52 65 59 103 62 71 102 73 246 71 56 60 230 68 84 53
leaf_count=57 55 81 53 67 58 63 66 73 93 75 752 52 65 59 103 62 71 102 73 246 71 56 60 230 68 84 53
internal_value=0 0.00169474 -0.000769807 0.00262651 0.00318571 0.00264595 0.00318347 0.00259425 -0.00393186 0.00366953 0.00199778 -0.00218766 0.00100796 0.00335917 0.0069394 0.00286063 0.00342358 0.0017197 0.00479483 0.00655057 0.00150261 -0.00143942 0.0031138 0.00206593 -0.00161617 0.00425942 0.00471815
internal_weight=0 1562 428 1134 1067 1009 954 891 263 1386 818 210 117 1329 162 1167 1037 463 574 374 200 127 392 332 130 165 299
internal_count=2948 1562 428 1134 1067 1009 954 891 263 1386 818 210 117 1329 162 1167 1037 463 574 374 200 127 392 332 130 165 299
is_linear=0
shrinkage=0.16829


Tree=7170
num_leaves=16
num_cat=0
split_feature=2 1456 1208 12 40 16 16 14 1213 12 12 12 12 16 2
split_gain=0.326551 0.167319 0.13757 0.13288 0.118552 0.128325 0.227002 0.159195 0.122392 0.114961 0.0806135 0.148219 0.0494609 0.0933796 0.0517799
threshold=0.25063000000000007 -0.052914999999999997 0.080860000000000015 0.083815000000000014 0.09888000000000001 0.26768500000000006 0.058875000000000004 0.020750000000000005 -0.084984999999999991 0.086815000000000017 0.087495000000000003 0.093910000000000007 0.098785000000000012 0.40518500000000007 0.10019000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 6 7 8 -3 -8 -5 -12 13 -7 -15
right_child=-2 2 -4 10 -6 12 9 -9 -10 -11 11 -13 -14 14 -16
leaf_value=0.013614546421435907 -0.010527995518555947 0.0061536980810407193 -0.0050031746050065952 0.00012925363630395274 -0.0054598532457320464 -0.005206742886928341 0.012432546365156226 0.0097126355089222679 0.0015901599257854976 0.0040833736344250441 0.0134228928291171 0.0011946573144251532 -0.0042264989322772081 0.006386623067023799 0.00024233603058975814
leaf_weight=59 56 185 76 75 55 59 99 80 1695 90 56 57 85 63 103
leaf_count=59 56 185 76 75 55 59 99 80 1695 90 56 57 85 63 103
internal_value=0 0.00244376 0.00204364 0.00663206 0.00225738 0.00243072 0.00289264 0.00235426 0.00204019 0.00846626 0.0044312 0.00727057 -0.000765599 0.000533867 0.00258503
internal_weight=0 2837 2590 247 2514 2459 2149 1960 1880 189 188 113 310 225 166
internal_count=2893 2837 2590 247 2514 2459 2149 1960 1880 189 188 113 310 225 166
is_linear=0
shrinkage=0.16829


Tree=7171
num_leaves=22
num_cat=0
split_feature=4 1210 52 483 4 3 52 48 12 159 1 0 51 0 48 51 52 159 4 0 0
split_gain=0.299867 0.231965 0.168944 0.132928 0.159058 0.156276 0.119959 0.125337 0.128355 0.105437 0.186525 0.147 0.183208 0.173701 0.143375 0.121811 0.0924772 0.224494 0.0587077 0.0410497 0.0168603
threshold=0.62720500000000012 -0.08019999999999998 0.048245000000000003 0.085850000000000024 0.00059000000000000014 -0.081634999999999985 0.16146000000000002 0.097500000000000017 -0.020034999999999994 -0.038439999999999995 0.079805000000000015 -0.082914999999999975 0.093070000000000014 -0.084114999999999981 0.092205000000000023 1.0000000180025095e-35 -0.032354999999999988 -0.064994999999999983 0.27420500000000009 -0.082784999999999984 -0.079554999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 18 7 8 -7 10 19 13 15 14 -11 -13 -5 20 -6 -3 -18
right_child=-2 3 -4 16 5 6 -8 -9 -10 11 -12 12 -14 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.012427575308500674 -0.010835139042987002 -0.00089843163043943643 0.00041641916653216372 0.00072493751250800168 0.0071659544760846574 0.0028147519133744745 0.0044328358537691868 -0.0076773449358628005 -0.003213658619552646 0.0025514182832688998 0.013416042816861375 0.0011374991952738016 -0.0071842726420970112 0.012290786399899537 0.011750193437215273 0.0090981392098427316 0.0049891361008655528 0.014725646323624031 0.00091736901200952371 0.0055251980506864163 0.0006581931998506644
leaf_weight=52 52 54 65 68 99 159 90 97 269 524 72 721 71 70 53 59 52 80 76 58 52
leaf_count=52 52 54 65 68 99 159 90 97 269 524 72 721 71 70 53 59 52 80 76 58 52
internal_value=0 0.002056 -0.00527667 0.00237161 0.00199517 2.3127e-05 -0.0012372 -0.00221263 -0.000969935 0.00292033 0.00672772 0.00245146 0.000995116 0.00436422 0.00339948 0.00174195 0.00605714 0.00801797 0.00446255 0.00241205 0.00284094
internal_weight=0 2841 117 2724 2472 790 615 525 428 1682 184 1498 851 647 577 780 252 184 175 112 104
internal_count=2893 2841 117 2724 2472 790 615 525 428 1682 184 1498 851 647 577 780 252 184 175 112 104
is_linear=0
shrinkage=0.16829


Tree=7172
num_leaves=27
num_cat=0
split_feature=4 2 12 1 2 12 1 4 11 0 11 4 12 4 49 16 15 12 4 0 16 16 4 4 49 2
split_gain=12.0011 3.42412 1.62883 1.06776 1.03347 0.571036 0.448963 0.377942 0.333113 0.486888 0.279598 0.23865 0.245988 0.20647 0.328931 0.154574 0.339931 0.141577 0.126868 0.142655 0.126164 0.122223 0.110958 0.0989259 0.0766529 0.0101081
threshold=0.31392000000000003 0.14132000000000003 0.056995000000000011 0.094165000000000013 0.15205000000000002 0.091545000000000015 0.12895500000000001 -0.16523499999999997 0.074925000000000005 -0.10934999999999999 0.080705000000000013 0.0060300000000000015 -0.0066799999999999993 0.046185000000000004 -0.054319999999999993 0.24100000000000002 -0.052984999999999997 0.084065000000000015 -0.0072149999999999992 -0.072924999999999976 -0.011849999999999998 -0.090344999999999995 -0.082619999999999985 0.42405000000000009 0.092020000000000005 0.097375000000000003
decision_type=2 2 2 2 2 2 2 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 8 23 -5 9 -4 15 12 -1 14 -9 18 25 20 19 -7 -11 -19 -14 -2 -20 -17
right_child=4 -3 5 7 -6 10 -8 13 -10 17 -12 -13 22 -15 -16 16 -18 21 24 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0013375969402314772 0.00051719522229183611 0.00046235457118645317 0.00089074790792246334 0.0010387041607807571 1.2473899255800052e-05 0.0011750598944426697 0.00032819935731172718 0.00080715327386602102 0.0014229369512168046 0.0013937842785467847 0.0012746825296366569 0.00093689542539078378 0.00116967125130602 0.00089039424258667164 0.00048019889892926765 0.0011240587285556735 0.00075958121472368279 0.0012664278942378475 0.00095722872826299653 0.0010445846027059629 0.0011894890739213152 0.0011694233719443648 0.00096030195230834036 0.00069032314985984172 0.0011126816582040793 0.0010450850083567303
leaf_weight=60 68 91 57 53 59 266 102 71 73 81 83 74 64 57 65 52 53 192 100 150 62 693 54 83 60 70
leaf_count=60 68 91 57 53 59 266 102 71 73 81 83 74 64 57 65 52 53 192 100 150 62 693 54 83 60 70
internal_value=0 0.00109172 0.00111471 0.000945527 0.000406359 0.00115699 0.000498075 0.000790367 0.00120469 0.00118998 0.0010907 0.00109685 0.00116315 0.000721988 0.000651147 0.00107032 0.000982487 0.00120653 0.00109695 0.0011281 0.00130546 0.00119051 0.00107416 0.000612592 0.00101574 0.00107903
internal_weight=0 2581 2490 498 312 1992 253 246 1158 1085 834 252 178 193 136 751 175 1028 576 416 143 885 118 151 160 122
internal_count=2893 2581 2490 498 312 1992 253 246 1158 1085 834 252 178 193 136 751 175 1028 576 416 143 885 118 151 160 122
is_linear=0
shrinkage=0.0032998


Tree=7173
num_leaves=13
num_cat=0
split_feature=9 151 150 448 49 11 0 52 9 475 15 150
split_gain=0.224266 0.136747 0.114908 0.106856 0.126927 0.111738 0.162464 0.220456 0.139579 0.0935244 0.0861513 0.0500157
threshold=-1.0000000180025095e-35 0.077805000000000013 0.09833500000000002 -0.069474999999999995 0.12466500000000001 0.095930000000000015 0.060910000000000006 -0.080219999999999986 0.08542000000000001 -0.048844999999999993 -0.065419999999999992 0.09202500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 -8 -5 -4 -6 -3
right_child=1 11 9 4 10 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.0059284347541742576 0.0093223595077401925 0.012260566325770194 0.0034555079173262627 0.0024457940370489597 0.0008553093464870971 0.01031194635671359 0.0012417704423125777 0.015470008876164797 -0.0057115212121633683 -0.0053550661576778425 -0.007970541065990348 0.0049349595052659914
leaf_weight=90 66 52 53 2112 78 54 61 63 61 95 52 56
leaf_count=90 66 52 53 2112 78 54 61 63 61 95 52 56
internal_value=0 0.00260048 0.00236424 0.00262946 0.00245069 0.00273412 0.00255519 0.00848512 0.00221598 -0.00218779 -0.00266121 0.00847874
internal_weight=0 2803 2695 2547 2481 2351 2297 124 2173 148 130 108
internal_count=2893 2803 2695 2547 2481 2351 2297 124 2173 148 130 108
is_linear=0
shrinkage=0.16829


Tree=7174
num_leaves=29
num_cat=0
split_feature=1 1 12 4 4 150 4 16 16 11 4 4 12 1 1 12 1 4 12 4 123 16 16 1210 1204 156 157 12
split_gain=29.1385 7.21353 5.1977 1.83111 1.52721 1.63784 1.04944 1.01183 0.896929 0.749854 0.927327 1.24661 0.656143 0.496001 0.418901 0.397482 0.462775 0.283774 0.389423 0.283756 0.268565 0.320655 0.255188 0.273835 0.146321 0.109386 0.241047 0.0381807
threshold=0.10075500000000003 0.13276500000000002 0.085845000000000019 0.42405000000000009 0.00059000000000000014 0.089155000000000012 -0.041239999999999992 0.024125000000000004 -0.013819999999999997 1.0000000180025095e-35 -0.16236499999999995 -0.47860499999999995 0.089085000000000011 0.14684500000000003 0.11561500000000001 0.086675000000000016 0.085410000000000014 0.052250000000000012 0.056995000000000011 0.05309500000000001 0.084995000000000015 -0.096149999999999985 0.20277000000000003 -0.084114999999999981 -0.082759999999999986 0.087080000000000005 -0.011189999999999999 0.099260000000000015
decision_type=2 2 2 2 2 2 2 2 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 -3 9 8 -4 20 12 10 11 -1 17 -5 -8 16 25 -6 -19 -10 21 -2 23 -17 -25 26 -12 -14
right_child=1 3 6 13 5 -7 14 -9 19 -11 15 -13 27 -15 -16 22 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=0.0017398509939905546 0.00097042766939075577 0.00076914380245205751 0.0018552044043089911 0.00034363877826522435 0.0020192312159841869 0.00097480286985209604 0.0015405226588422044 0.0012501862917479903 0.0015248119849547972 0.0020281409266260904 0.0020900167242305294 0.0010700527628100236 0.0015726803103393873 -8.2686268662175502e-05 0.0011816474683220535 0.0014931114022215541 0.0016121607522966179 0.0015269599272504223 0.0019184289149906542 0.0011970483520196747 0.00060125118057154537 0.00068449130187740476 0.0015274871568900959 0.0018859120729835988 0.001723698402176193 0.0017339671281145872 0.0018514422025365141 0.0014485935284584831
leaf_weight=70 98 97 74 69 58 52 76 61 56 95 57 54 80 52 69 55 99 55 59 63 71 78 84 72 691 66 323 59
leaf_count=70 98 97 74 69 58 52 76 61 56 95 57 54 80 52 69 55 99 55 59 63 71 78 84 72 691 66 323 59
internal_value=0 0.000936384 0.00114526 0.000431277 0.00169387 0.00152968 0.00153411 0.000868663 0.0015967 0.00174135 0.00172398 0.00144845 0.00169038 0.000160134 0.00136999 0.00174757 0.0018189 0.00182765 0.00172987 0.00135159 0.000774298 0.000843906 0.00170443 0.00172256 0.00173905 0.00186471 0.00188732 0.00152026
internal_weight=0 745 527 218 2148 482 219 308 430 1666 1571 124 311 121 145 1447 545 172 114 119 247 176 902 818 763 446 380 139
internal_count=2893 745 527 218 2148 482 219 308 430 1666 1571 124 311 121 145 1447 545 172 114 119 247 176 902 818 763 446 380 139
is_linear=0
shrinkage=0.0032998


Tree=7175
num_leaves=25
num_cat=0
split_feature=0 48 12 48 12 12 1456 474 42 484 159 1 42 133 1456 12 12 15 52 15 0 15 156 42
split_gain=0.153474 0.248811 0.227326 0.159357 0.136216 0.17834 0.155069 0.194014 0.141374 0.123747 0.176995 0.107987 0.101365 0.118689 0.085044 0.0920142 0.159464 0.0866555 0.0639908 0.0581262 0.111094 0.104604 0.0550864 0.0590068
threshold=-0.063819999999999988 0.093225000000000016 -0.14392999999999997 0.036755000000000003 0.087400000000000019 0.087765000000000024 0.086010000000000017 0.085925000000000015 0.09117500000000002 0.086635000000000004 0.083310000000000009 0.13300500000000001 0.087885000000000019 0.088660000000000003 -0.082334999999999978 0.092395000000000019 0.090455000000000021 0.089545000000000013 0.10322000000000002 -0.039149999999999997 -0.10185499999999999 0.090165000000000009 0.10659 0.097025000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 9 6 -6 7 8 12 10 11 22 13 -4 -7 16 18 -18 -16 20 -17 -21 23 -2
right_child=1 -3 4 -5 5 14 -8 -9 -10 -11 -12 -13 -14 -15 15 19 17 -19 -20 21 -22 -23 -24 -25
leaf_value=0.014857795720315158 0.0061640560588746701 -0.0077010323820436953 0.0036603220943765536 0.011391622873118228 0.01420195624731725 0.010848650665373978 0.010326857275424598 -0.0048674958624585693 -0.0033316269782392603 0.0083030644575110384 -0.0083349623760374664 -0.0050152409781946735 0.01019260681250697 -0.0039978782594397543 0.0036196624912358602 0.009956745681546848 0.0017022923937844027 -0.0063197085607943036 0.0095836735018916541 0.012462623398738224 0.0018998611125470412 0.0055502738148521325 -0.0011465005300554303 4.9340012842001515e-05
leaf_weight=56 159 77 727 52 60 62 70 101 93 66 56 54 61 62 262 65 88 67 64 84 194 245 64 63
leaf_count=56 159 77 727 52 60 62 70 101 93 66 56 54 61 62 262 65 88 67 64 84 194 245 64 63
internal_value=0 0.0012146 0.0042516 0.0025537 0.00399314 0.00524587 0.00265221 0.0021359 0.00288791 0.00155507 0.000425867 0.00187411 0.00357051 0.00305626 0.00476916 0.00441488 0.00268167 -0.00175369 0.00479602 0.00582964 0.0039288 0.00732059 0.00318118 0.00443689
internal_weight=0 591 2361 514 2305 1191 1114 1044 943 462 396 340 850 789 1131 1069 481 155 326 588 259 329 286 222
internal_count=2952 591 2361 514 2305 1191 1114 1044 943 462 396 340 850 789 1131 1069 481 155 326 588 259 329 286 222
is_linear=0
shrinkage=0.16829


Tree=7176
num_leaves=10
num_cat=0
split_feature=147 147 157 10 1 1374 132 3 11
split_gain=0.163176 0.190063 0.113663 0.173637 0.217682 0.152903 0.124659 0.157419 0.149568
threshold=0.097985000000000017 0.089245000000000005 -0.15081499999999998 -0.16262499999999996 0.14195000000000002 0.086000000000000007 0.082230000000000011 -0.096599999999999991 0.079700000000000007
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 8 -8 -5
right_child=-2 -3 3 4 -6 -7 7 -9 -10
leaf_value=-0.0030546230104169358 0.012385965392673073 -0.0061250131508223454 0.012626764923724767 0.0031553715057027944 -0.005747062515544115 0.011209400497091158 -0.0079809486921753169 0.0020636995154144958 0.0091939613012530924
leaf_weight=83 52 65 55 2208 77 68 61 160 123
leaf_count=83 52 65 55 2208 77 68 61 160 123
internal_value=0 0.00286338 0.0030701 0.00325547 0.00306369 0.00332332 0.00311249 -0.000700676 0.00347478
internal_weight=0 2900 2835 2752 2697 2620 2552 221 2331
internal_count=2952 2900 2835 2752 2697 2620 2552 221 2331
is_linear=0
shrinkage=0.16829


Tree=7177
num_leaves=25
num_cat=0
split_feature=0 10 48 1 51 4 4 4 2 2 2 1419 475 43 160 43 0 4 43 2 2 43 43 2
split_gain=0.105232 0.305938 0.225166 0.162738 0.135053 0.128976 0.200234 0.124906 0.100045 0.174867 0.133825 0.101006 0.0898089 0.0623904 0.0602205 0.0690808 0.0974834 0.0973797 0.182676 0.0572014 0.0475019 0.0348988 0.0274101 0.0261955
threshold=-0.069074999999999984 -0.07564499999999999 0.093225000000000016 0.098395000000000024 0.086575000000000027 -0.021269999999999997 0.0043700000000000006 -0.12685999999999997 0.097605000000000011 0.10384 0.095850000000000005 0.083675000000000013 -0.086169999999999983 -0.049364999999999992 0.0088350000000000008 -1.0000000180025095e-35 -0.055084999999999988 -0.49269499999999994 0.021175000000000003 0.12860500000000002 0.11218000000000002 -0.078844999999999985 -0.10761 0.11125500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 7 14 -5 -7 -3 10 -10 11 12 -9 -8 15 16 -2 -17 -19 20 -15 22 -18 -11
right_child=2 3 -4 5 -6 6 13 8 9 23 -12 -13 -14 19 -16 17 21 18 -20 -21 -22 -23 -24 -25
leaf_value=0.014557999097770467 -0.0022984417073283526 -0.0038706560673505783 -0.0069900072217730994 0.0070693070407180586 0.0086404504454921944 -0.0096530154725303196 -0.0032098109183417464 0.010253534546439087 0.012695911522301812 0.00026947465638535207 -0.0044333626407069265 -0.0035894491416330033 0.0035281258412670283 0.0011583735661918201 0.0058503014293167831 0.003017977028153851 0.0056376112510358907 -0.010512421306430151 0.0013042864031176207 -0.0020101218016272964 0.0080140927717401046 0.0081689650193284748 0.00016308280229844328 0.0053195099610725905
leaf_weight=64 86 64 93 56 74 70 86 59 91 58 62 54 1354 60 63 77 52 71 77 57 56 55 53 60
leaf_count=64 86 64 93 56 74 70 86 59 91 58 62 54 1354 60 63 77 52 71 77 57 56 55 53 60
internal_value=0 0.00308258 0.000717746 0.00274595 0.00189968 -0.000390552 -0.00166578 0.00341706 0.00368646 0.00714699 0.00321226 0.00353661 0.00381022 0.000486001 0.000962205 0.000304569 0.002257 -0.00182211 -0.0043524 0.00233361 0.00448352 0.00471678 0.00289139 0.00285251
internal_weight=0 2251 701 2187 608 385 329 1802 1738 209 1529 1467 1413 259 534 471 246 225 148 173 116 160 105 118
internal_count=2952 2251 701 2187 608 385 329 1802 1738 209 1529 1467 1413 259 534 471 246 225 148 173 116 160 105 118
is_linear=0
shrinkage=0.16829


Tree=7178
num_leaves=19
num_cat=0
split_feature=147 147 151 52 3 1 3 4 40 52 51 160 52 4 43 1204 151 48
split_gain=0.11627 0.148136 0.121461 0.147144 0.148986 0.14495 0.160701 0.207135 0.15186 0.154123 0.0976819 0.100582 0.0883033 0.0740619 0.226719 0.149315 0.0676757 0.0653342
threshold=0.097430000000000003 0.089245000000000005 0.072810000000000014 -0.046194999999999993 -0.14954999999999999 0.10921500000000002 -0.075914999999999996 0.0051950000000000008 -0.07990499999999999 -0.092084999999999986 0.11874000000000001 -0.084454999999999988 -0.076344999999999982 -0.080874999999999989 -1.0000000180025095e-35 -0.0076699999999999989 0.10824500000000001 0.083305000000000004
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 8 -7 -8 -1 17 13 -12 -11 14 -6 -15 -4 -10
right_child=-2 -3 16 4 10 6 7 -9 9 12 11 -13 -14 15 -16 -17 -18 -19
leaf_value=0.0093150776998746892 0.0098433397872071133 -0.0061110279733540334 0.011719582561555102 -0.0035971711904933729 0.0035870558637561669 0.0030576170064222437 -0.015794198250337524 -0.0014601458355613527 0.0010601244268470741 -0.00735442358125002 0.0031904012219573737 -0.0070709969858585922 0.001028686273708901 0.012762953166219509 -0.0049697591863736412 0.0036910066880506101 0.0033875339348532051 0.0066861218482609794
leaf_weight=59 54 63 56 100 390 56 52 64 363 96 55 53 56 54 113 1142 56 70
leaf_count=59 54 63 56 100 390 56 52 64 363 96 55 53 56 54 113 1142 56 70
internal_value=0 0.00195293 0.00213276 0.00190848 0.00271772 1.50742e-05 -0.0043228 -0.00790124 0.00117643 0.000352533 0.00306818 -0.00182865 -0.00425409 0.00338051 0.00166118 0.00410211 0.0075696 0.00197379
internal_weight=0 2898 2835 2723 1907 816 172 116 644 585 1807 108 152 1699 503 1196 112 433
internal_count=2952 2898 2835 2723 1907 816 172 116 644 585 1807 108 152 1699 503 1196 112 433
is_linear=0
shrinkage=0.16829


Tree=7179
num_leaves=12
num_cat=0
split_feature=160 1447 13 475 1429 156 157 1375 160 34 475
split_gain=0.0832721 0.133042 0.216738 0.0893712 0.123544 0.117969 0.178299 0.179357 0.14819 0.126783 0.0693285
threshold=-0.55045999999999984 -0.08292999999999999 -0.085744999999999988 0.056735000000000001 -0.053464999999999992 0.088735000000000022 -0.087424999999999989 -0.066804999999999989 -0.077814999999999981 -0.082914999999999989 -0.072124999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 6 -6 -8 -7 -9 -10
right_child=1 3 -4 -5 5 8 7 9 10 -11 -12
leaf_value=-0.0047933391754187782 -0.0004664803506758895 0.0086386254902748368 0.012836895858781013 -0.0046993714321602676 -0.0063331070058828161 -0.0083582426901046662 0.0094513633909554546 0.0084056465898648593 0.0056433003374197982 0.0016174842571486379 -0.0018878616082104338
leaf_weight=54 62 72 78 62 72 73 92 81 55 2158 93
leaf_count=54 62 72 78 62 72 73 92 81 55 2158 93
internal_value=0 0.00186769 0.00693257 0.00160994 0.0017557 0.00156615 0.00190875 0.0021641 -0.00215087 0.00186386 0.000898742
internal_weight=0 2898 140 2758 2696 2624 2403 2331 221 2239 148
internal_count=2952 2898 140 2758 2696 2624 2403 2331 221 2239 148
is_linear=0
shrinkage=0.16829


Tree=7180
num_leaves=30
num_cat=0
split_feature=1 12 3 3 4 1 3 4 12 40 49 3 4 12 0 49 3 1 1 160 43 1 1 133 403 133 133 16 12
split_gain=7.6227 2.17203 1.00448 0.875519 0.659989 0.641399 0.625163 0.477472 0.355919 0.337594 0.282877 0.270455 0.256985 0.193202 0.192441 0.203591 0.167094 0.150123 0.124387 0.121467 0.107599 0.102713 0.0960282 0.0930487 0.0859245 0.127231 0.0771383 0.077102 0.0461268
threshold=0.11690500000000002 0.056995000000000011 -0.063264999999999988 -0.0031199999999999995 -0.16236499999999995 0.09258000000000001 -0.12711499999999995 0.053330000000000009 0.094195000000000015 -0.07990499999999999 -0.065999999999999989 0.31395500000000004 0.27644500000000005 0.097240000000000007 -0.079119999999999982 -0.079769999999999994 -0.070724999999999996 0.090485000000000024 0.13522500000000001 -0.021669999999999998 -0.06512999999999998 0.096035000000000023 0.091535000000000019 0.08413000000000001 -0.072664999999999993 -1.0000000180025095e-35 0.40431 -0.034004999999999994 0.093670000000000017
decision_type=2 2 2 2 2 2 2 2 2 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 -1 8 14 27 -7 -6 12 -4 23 15 -8 17 -17 -14 -12 22 -21 28 -9 26 -26 -22 -3 -16
right_child=2 6 11 4 10 9 7 13 -10 -11 19 -13 18 -15 20 16 -18 -19 -20 21 24 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=0.00078366141283895525 0.00071842390053999201 0.0011706190836416649 0.00052331350563370024 0.0011427416324319968 0.00096006878524948578 0.00057108035205636839 0.00079117930170198374 0.00077709652633052779 0.00097902304648025658 0.00022704531156504513 0.00057247365061086292 0.00017517915660305927 0.0003989661287335181 0.00066193449057351127 0.00099747038603196754 0.0010064405154075213 0.0011768347820269335 0.00083757795066931903 0.00017639029977377873 0.00087071010980005036 0.00084540724778277298 0.00066714082760065423 0.0010880688482423604 0.00095400110200045182 0.00091533380572960017 0.00072827479997565072 0.0010195059261374677 0.0013416983764058695 0.00087181179371878872
leaf_weight=91 96 66 93 65 61 71 52 62 90 56 59 88 55 72 64 908 61 64 56 52 54 62 61 77 83 82 67 61 82
leaf_count=91 96 66 93 65 61 71 52 62 90 56 59 88 55 72 64 908 61 64 56 52 54 62 61 77 83 82 67 61 82
internal_value=0 0.000922284 0.000425295 0.000731294 0.000847488 0.000571766 0.000971489 0.000951082 0.00113957 0.000419657 0.000765323 0.000328803 0.0003949 0.000802691 0.000970901 0.00099584 0.00100611 0.000995358 0.000286993 0.000696451 0.000915944 0.000760306 0.000974731 0.000875347 0.000873272 0.000822585 0.0009421 0.00125307 0.000927136
internal_weight=0 2523 388 517 299 218 2006 1789 217 127 234 292 204 211 1578 1085 1033 972 111 173 493 114 207 139 286 165 121 127 146
internal_count=2911 2523 388 517 299 218 2006 1789 217 127 234 292 204 211 1578 1085 1033 972 111 173 493 114 207 139 286 165 121 127 146
is_linear=0
shrinkage=0.0032998


Tree=7181
num_leaves=33
num_cat=0
split_feature=1 3 11 2 1 2 2 3 4 2 2 2 4 52 4 0 2 42 42 1 4 0 42 42 3 52 0 52 4 4 0 0
split_gain=8.12829 1.65255 0.916854 0.70178 0.729478 0.675359 0.644013 0.61839 0.58963 0.532833 0.466874 0.384941 0.27529 0.206092 0.203031 0.228008 0.193055 0.31772 0.185011 0.152633 0.130573 0.126708 0.118476 0.118342 0.116406 0.102317 0.0789635 0.0778043 0.0689291 0.0557203 0.0509745 0.0370127
threshold=0.10557500000000002 -0.053364999999999996 1.0000000180025095e-35 0.089795000000000014 0.08776500000000001 -1.0000000180025095e-35 0.14808000000000002 0.090170000000000014 0.41552000000000006 -1.0000000180025095e-35 0.097005000000000022 0.10859000000000001 -0.085799999999999987 -0.065394999999999995 0.043640000000000005 -0.090614999999999987 0.10656 0.09087000000000002 -0.079234999999999986 0.085110000000000005 0.18095500000000003 -0.082784999999999984 0.079335000000000003 0.083925000000000013 -0.073444999999999983 -0.015159999999999998 -0.077104999999999993 -0.034409999999999989 -0.08231999999999999 -0.098074999999999982 -0.082134999999999986 -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 2 2 2 2 2
left_child=2 8 3 5 14 -1 9 -6 16 -3 -4 -11 29 -13 15 -5 17 -2 -17 23 24 25 -20 27 -16 -21 -23 -14 -25 -7 -31 -15
right_child=1 6 10 4 7 12 -8 -9 -10 11 -12 13 19 31 20 18 -18 -19 22 21 -22 26 -24 28 -26 -27 -28 -29 -30 30 -32 -33
leaf_value=0.00060845275067430234 0.0010541596023653792 0.00019391504524768924 0.0012753294250163142 0.0010763676316405334 0.0002848251204158419 0.0011396311558157014 9.1038780964760341e-05 0.00075984006567126087 0.0003922849400277817 0.0007438148688802918 0.00088879007554122278 0.00024600309845735518 0.00088453455203019724 0.00056385693157640472 0.00077766197143987897 0.00098694509120644011 0.00062220196744729411 0.00070387420507359261 0.00072452826240714083 0.00090138715002944874 0.00087036817987113638 0.00097734177908980575 0.00085452603711062966 0.00079707260519402967 0.00058922803269916251 0.00072089370130655678 0.00084144003623109272 0.001026961700087658 0.00092548148981030378 0.0010649187438619783 0.00093175371558202528 0.00044030434044039048
leaf_weight=73 52 91 96 54 52 58 91 71 56 52 54 53 57 52 83 86 56 64 115 56 69 107 260 59 67 100 94 219 303 88 59 64
leaf_count=73 52 91 96 54 52 58 91 71 56 52 54 53 57 52 83 86 56 64 115 56 69 107 260 59 67 100 94 219 303 88 59 64
internal_value=0 0.000462979 0.000886294 0.000868664 0.000795356 0.000917988 0.00033579 0.000559307 0.000687637 0.000407063 0.00113641 0.000494671 0.000936789 0.000417803 0.000834863 0.000871076 0.000783593 0.000861202 0.000846953 0.000913825 0.000749544 0.000858106 0.000814754 0.000944948 0.00069373 0.000785912 0.000913961 0.000997675 0.00090465 0.00104808 0.00101171 0.000495994
internal_weight=0 631 2280 2130 857 1273 403 123 228 312 150 221 1200 169 734 515 172 116 461 995 219 357 375 638 150 156 201 276 362 205 147 116
internal_count=2911 631 2280 2130 857 1273 403 123 228 312 150 221 1200 169 734 515 172 116 461 995 219 357 375 638 150 156 201 276 362 205 147 116
is_linear=0
shrinkage=0.0032998


Tree=7182
num_leaves=26
num_cat=0
split_feature=2 3 13 51 2 42 3 50 483 160 51 13 3 484 150 0 13 13 403 0 50 0 4 4 4
split_gain=0.134947 0.296622 0.191485 0.155861 0.210921 0.135345 0.149713 0.118425 0.11392 0.113597 0.111797 0.107163 0.168702 0.119158 0.103286 0.122967 0.177922 0.0959112 0.0941966 0.0854505 0.0839913 0.0691147 0.100132 0.0637444 0.0339583
threshold=0.08895500000000002 -0.09738999999999999 -0.0021099999999999995 0.10532000000000001 0.17553000000000005 -0.018314999999999994 -0.083934999999999996 0.127945 -0.0064649999999999994 -0.24462999999999999 -0.098264999999999977 -0.0088749999999999992 -0.0048549999999999991 -0.081534999999999982 0.10392000000000001 -0.20489499999999997 -0.18997999999999995 -0.0012399999999999998 -0.091109999999999983 -0.047019999999999999 -0.13887999999999998 -0.050704999999999993 0.0049450000000000006 -0.06773499999999999 -0.083804999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 6 18 17 -7 -2 19 13 -13 -10 15 -12 -17 -5 -3 20 -11 22 -15 -4 -20
right_child=3 5 23 7 -6 8 -8 -9 11 10 14 12 -14 21 -16 16 -18 -19 24 -21 -22 -23 -24 -25 -26
leaf_value=0.017494477839393511 0.0083784939360022886 0.010404385176563865 0.0099699929347784929 0.0051146236154935854 -0.0088558816349585661 0.0082786151887018541 0.013248253822181227 0.00029635266988503801 -0.0032879750331716159 0.0076288476531780319 -0.0075873499987710799 -0.0077161180178315593 0.0036775533593919911 0.0039052953064086359 0.0066990130450922522 0.0095206121805241749 -1.5923889321587854e-05 0.014696642526704225 0.0042122875950814384 0.010731183535840188 -0.0013971084499040977 0.0092925688416617396 -0.001812429131965115 0.0019870259170627382 -0.0011856675310202881
leaf_weight=72 72 53 64 62 54 94 76 55 80 54 54 74 73 598 75 60 719 58 81 57 63 55 101 52 55
leaf_count=72 72 53 64 62 54 94 76 55 80 54 54 74 73 598 75 60 719 58 81 57 63 55 101 52 55
internal_value=0 0.0043981 0.0106628 0.00210004 0.00141817 0.00351784 0.0069286 0.0067966 0.00267537 0.00190049 0.00146776 0.00213663 -0.00204581 0.00287598 0.00071663 0.000175843 0.000716291 0.0097609 0.00437786 0.00537711 0.00275336 0.00353236 0.00307656 0.00640691 0.00201608
internal_weight=0 1528 188 1383 1208 1340 265 175 1075 1154 1082 981 147 834 908 833 779 120 189 174 117 754 699 116 136
internal_count=2911 1528 188 1383 1208 1340 265 175 1075 1154 1082 981 147 834 908 833 779 120 189 174 117 754 699 116 136
is_linear=0
shrinkage=0.16829


Tree=7183
num_leaves=14
num_cat=0
split_feature=1452 39 2 1213 43 12 1373 150 13 0 9 13 43
split_gain=0.234575 0.172743 0.135512 0.122722 0.188504 0.180604 0.123045 0.120312 0.21413 0.226698 0.19413 0.161148 0.0720111
threshold=0.098440000000000014 0.098380000000000009 0.099435000000000009 0.084325000000000011 -0.50775499999999985 0.086625000000000021 0.083280000000000007 0.10373000000000002 -0.15122999999999998 -0.13619499999999998 -1.0000000180025095e-35 -0.0042049999999999995 -0.0094449999999999968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 7 8 9 -6 -10 -9 -7
right_child=-2 2 -4 5 6 12 -8 11 10 -11 -12 -13 -14
leaf_value=0.013199958290833202 0.013852514854143063 0.0033975626122148255 -0.0074285948167686078 -0.0091675478737833754 0.0020354047019555429 0.0069503193415189849 -0.0045652816347458731 0.0034169153795324246 -0.0065280267871571382 0.014796116069735471 0.002672019990052032 0.014815707433818085 -0.0007787744858034878
leaf_weight=52 53 53 85 57 75 53 60 93 67 84 2027 57 95
leaf_count=52 53 53 85 57 75 53 60 93 67 84 2027 57 95
internal_value=0 0.00254484 -0.0032577 0.00283989 0.00316281 -0.00111301 0.00295017 0.00313857 0.00283006 0.00878821 0.0023768 0.00776043 0.00197694
internal_weight=0 2858 138 2720 2515 205 2463 2403 2253 159 2094 150 148
internal_count=2911 2858 138 2720 2515 205 2463 2403 2253 159 2094 150 148
is_linear=0
shrinkage=0.16829


Tree=7184
num_leaves=27
num_cat=0
split_feature=1452 39 40 11 12 16 13 150 52 1 1213 1213 43 43 52 1 13 16 1213 52 12 43 12 41 11 159
split_gain=0.162209 0.119446 0.127693 0.0954627 0.192127 0.107359 0.100816 0.128488 0.10019 0.0985606 0.093563 0.15114 0.107439 0.0902343 0.130179 0.100982 0.121291 0.0999963 0.099142 0.0773075 0.117511 0.0711042 0.0475067 0.0470743 0.0254579 0.0225561
threshold=0.098440000000000014 0.098380000000000009 -0.048109999999999993 1.0000000180025095e-35 0.094600000000000004 -0.067169999999999994 -0.090854999999999977 0.10139000000000002 0.11794500000000001 0.093100000000000002 0.085740000000000011 0.11136 0.05259500000000001 -0.011714999999999998 0.0030150000000000008 0.088860000000000008 -0.0042049999999999995 0.061775000000000004 -0.0079449999999999989 -0.069499999999999992 0.082425000000000012 -0.083879999999999996 0.087035000000000015 0.079160000000000008 0.093845000000000026 -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 2 2 2
left_child=1 3 -3 5 23 6 8 10 9 22 12 -12 -8 18 15 17 -17 -15 -7 20 -20 -21 -1 -5 -6 -16
right_child=-2 2 -4 4 24 13 7 -9 -10 -11 11 -13 -14 14 25 16 -18 -19 19 21 -22 -23 -24 -25 -26 -27
leaf_value=-0.0020044326710594966 0.011521278090163994 0.002174353258232337 -0.0080599081506871808 0.013770542890564161 0.0031143534787854976 0.009079287566738415 0.0031973968355868414 0.011054670239645306 0.0063157228519859247 -0.006619586338880901 -0.0074069672545922392 0.0047437797009100306 0.0085646802045385231 -0.0052253506655802213 -0.0087474828757624079 -0.002269395310726017 0.0079670175306130984 0.003300966468454489 -0.0051630972979355124 0.0060520846159130394 0.0015716023020060637 0.0013464092802219422 0.0050171138153264705 0.0068588302113036783 -0.0021200550688462269 -0.0037045036897688367
leaf_weight=57 53 72 66 60 53 52 736 66 55 74 56 60 124 107 52 53 85 61 101 147 268 242 52 55 52 52
leaf_count=57 53 72 66 60 53 52 736 66 55 74 56 60 124 107 52 53 85 61 101 147 268 242 52 55 52 52
internal_value=0 0.00211678 -0.00270727 0.00236219 0.00572765 0.00206531 0.00314257 0.00385637 9.89939e-06 -0.00187548 0.00336776 -0.00110661 0.00397337 0.000933597 -0.00109789 0.000644995 0.00402262 -0.00211879 0.0019641 0.00147362 -0.000266902 0.00312927 0.00132881 0.0104806 0.000504965 -0.00624327
internal_weight=0 2858 138 2720 220 2500 1280 1042 238 183 976 116 860 1220 410 306 138 168 810 758 369 389 109 115 105 104
internal_count=2911 2858 138 2720 220 2500 1280 1042 238 183 976 116 860 1220 410 306 138 168 810 758 369 389 109 115 105 104
is_linear=0
shrinkage=0.16829


Tree=7185
num_leaves=24
num_cat=0
split_feature=12 12 3 9 123 3 133 11 49 0 12 11 49 133 42 3 402 1212 42 42 13 0 403
split_gain=8.21027 2.08072 2.06137 2.28289 0.984739 0.807138 0.778894 0.578769 0.282607 0.741371 0.294629 0.292687 0.271729 0.240783 0.22883 0.174035 0.168167 0.185417 0.13635 0.468085 0.103984 0.069287 0.0522019
threshold=0.056995000000000011 0.14472000000000004 0.28833000000000003 -1.0000000180025095e-35 0.080635000000000012 0.110335 -1.0000000180025095e-35 0.091055000000000011 -0.014479999999999998 -0.098749999999999991 0.088725000000000012 0.080705000000000013 -1.0000000180025095e-35 -0.14785999999999996 0.086435000000000012 0.0012800000000000001 -0.024234999999999996 0.087685000000000013 -1.0000000180025095e-35 0.089015000000000025 -0.083654999999999993 -0.10998999999999999 0.089450000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 -1 5 6 -5 8 9 -2 13 18 -8 -10 -6 -14 -15 -18 22 -20 -11 -4 -12
right_child=1 -3 21 4 14 -7 12 -9 10 20 11 -13 15 16 -16 -17 17 -19 19 -21 -22 -23 -24
leaf_value=0.00033069588262837489 0.00073169473608338399 0.00059371466779547513 0.00042931540664792214 0.00074938343959414055 0.00082018717342066997 0.00071385567756359876 0.0009974392560613385 0.00088251576483463546 0.0014362279254093696 0.0013034486359463828 0.0011772791849780999 0.0013970160776386902 0.0011077526205788386 0.0013755946495688654 0.00056184179267720457 0.0013246957829262114 0.0012315206513628407 0.0010371475392849084 0.00091339271898775937 0.0011609934713061893 0.0011065157565526714 0.00026437600159454896 0.0012763437573085367
leaf_weight=86 53 69 61 66 71 89 84 71 71 59 352 57 75 81 82 96 548 62 103 468 67 54 82
leaf_count=86 53 69 61 66 71 89 84 71 71 59 352 57 75 81 82 96 548 62 103 468 67 54 82
internal_value=0 0.00115847 0.000759889 0.000832081 0.000908606 0.000993099 0.00107041 0.00117724 0.00118767 0.00106084 0.00120009 0.00116408 0.00115336 0.00125023 0.000681958 0.00122975 0.00123107 0.00121182 0.00115084 0.00111639 0.00119901 0.000352172 0.00119608
internal_weight=0 2143 764 649 563 410 321 2074 2003 179 1824 1062 255 762 153 171 691 610 1005 571 126 115 434
internal_count=2907 2143 764 649 563 410 321 2074 2003 179 1824 1062 255 762 153 171 691 610 1005 571 126 115 434
is_linear=0
shrinkage=0.0032998


Tree=7186
num_leaves=17
num_cat=0
split_feature=4 130 133 132 51 0 15 0 12 3 4 160 4 4 1453 3
split_gain=0.177759 0.163752 0.157635 0.133424 0.0949213 0.212632 0.102769 0.0895824 0.244019 0.136928 0.12321 0.146105 0.133282 0.103313 0.108516 0.0625369
threshold=-0.51323499999999989 -0.073954999999999979 -0.031084999999999998 -0.26673499999999994 -0.10145999999999998 -0.090164999999999981 -0.035654999999999992 -0.036459999999999992 -0.014854999999999998 -0.14884499999999998 0.05309500000000001 0.081025000000000014 0.074650000000000008 -0.10023999999999998 -0.040249999999999987 -0.07798999999999999
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 -5 15 10 -9 -10 13 12 -12 -6 -15 -7
right_child=1 3 -4 4 7 6 -8 8 9 -11 11 -13 -14 14 -16 -17
leaf_value=-0.0071161088897186628 -0.0098802240785021127 0.010287226563064951 0.0010809547954048664 0.014388649904248098 -0.0036152772377745319 0.0015966283536083148 -0.0018316497293530752 0.014122104779342066 0.0066593566703325065 -0.0034807205922954823 -0.010137690927204542 0.0058905235293665037 -0.0011731374423628433 -0.0036464252717579885 0.0025951266749446524 0.0086244349105759014
leaf_weight=64 64 56 88 54 89 67 89 59 72 79 55 70 327 83 1512 79
leaf_count=64 64 56 88 54 89 67 89 59 72 79 55 70 327 83 1512 79
internal_value=0 0.00184707 -0.00352246 0.00215103 0.00197744 0.00485838 0.0026608 0.00162177 0.00494143 0.00134239 0.00129456 -0.00117003 -0.00246855 0.00195714 0.0022692 0.00541165
internal_weight=0 2843 152 2691 2635 289 235 2346 210 151 2136 452 382 1684 1595 146
internal_count=2907 2843 152 2691 2635 289 235 2346 210 151 2136 452 382 1684 1595 146
is_linear=0
shrinkage=0.16829


Tree=7187
num_leaves=23
num_cat=0
split_feature=49 151 16 157 43 51 0 2 12 4 52 43 16 42 403 52 52 2 43 16 52 4
split_gain=0.123815 0.118572 0.121475 0.164252 0.158713 0.136546 0.112083 0.127472 0.142787 0.186621 0.140075 0.128661 0.106609 0.158101 0.101439 0.0864232 0.147456 0.0899213 0.120657 0.15512 0.105971 0.0603641
threshold=-0.21083999999999997 0.10613500000000002 -0.0069549999999999985 -0.077294999999999989 -0.084114999999999981 -0.17370999999999998 -0.036459999999999992 0.089795000000000014 0.082595000000000016 -0.010764999999999999 -0.054584999999999995 -0.0083799999999999986 0.41378500000000007 0.094010000000000024 -0.084794999999999995 0.10096500000000001 0.50830000000000009 0.076510000000000009 -0.082094999999999987 0.0033900000000000002 -0.043914999999999989 -0.4950449999999999
decision_type=2 2 2 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 12 7 8 9 -5 -9 -10 -4 -14 -12 17 -17 20 19 -19 -7 -20
right_child=1 -3 5 6 -6 15 -8 10 11 -11 14 -13 13 -15 -16 16 -18 18 21 -21 -22 -23
leaf_value=-0.0058850490332279385 0.0015193582397014366 0.0092109970535477533 0.010138882399684034 -0.010294523154515428 0.013639202520781943 -0.0078319502608807188 0.0072136831932590297 0.0057722902355080447 0.0017702982489935944 0.0018970387317898275 0.0036319309987788068 0.0060151426696709127 -0.0033600702502550686 0.0083609638450928645 -0.0024872963296683503 -0.012119920463324226 9.4648896170021241e-05 -0.010538316835258889 0.0065952971823031292 0.00033692841985059294 0.0017464123641457974 0.0012153638450721157
leaf_weight=65 57 56 54 52 67 87 100 88 510 112 92 337 82 54 457 52 60 52 83 129 52 209
leaf_count=65 57 56 54 52 67 87 100 88 510 112 92 337 82 54 457 52 60 52 83 129 52 209
internal_value=0 0.00153819 0.00138332 0.00215988 0.00808247 -0.000205229 0.00173871 0.0014054 0.00258052 -0.00195762 -0.000456832 0.00346134 0.00380772 0.00128066 -0.00145858 -0.00126083 -0.00556036 -0.000471053 0.000631477 -0.00277753 -0.00423575 0.00275074
internal_weight=0 2842 2786 1872 124 914 1748 1648 1011 164 637 847 190 136 549 724 112 612 473 181 139 292
internal_count=2907 2842 2786 1872 124 914 1748 1648 1011 164 637 847 190 136 549 724 112 612 473 181 139 292
is_linear=0
shrinkage=0.16829


Tree=7188
num_leaves=21
num_cat=0
split_feature=4 10 0 14 12 16 40 16 15 12 13 0 15 4 0 16 403 42 13 43
split_gain=4.94214 1.48556 0.741032 0.735647 0.936132 0.610304 0.55885 0.543541 0.430229 0.261466 0.180903 0.179556 0.168719 0.162053 0.145767 0.136183 0.123608 0.122332 0.106594 0.0919088
threshold=0.27998000000000006 -0.00189 -0.067664999999999989 0.073890000000000011 0.078120000000000009 0.15737500000000001 -0.073884999999999992 -0.0024749999999999993 0.13248000000000001 0.092755000000000018 -1.0000000180025095e-35 -0.15445999999999996 -0.41725999999999991 0.50541500000000006 -0.10934999999999999 -0.087969999999999979 -0.121015 0.09747500000000002 0.091815000000000022 -0.036849999999999994
decision_type=2 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 -2 11 9 14 13 -3 -12 -8 -6 -13 -16 18 -11 -19
right_child=6 3 -4 -5 8 -7 10 -9 -10 17 12 15 -14 -15 16 -17 -18 19 -20 -21
leaf_value=0.00073353888586568381 0.00010549056008512966 0.00079747241657365656 0.00020030370808627016 0.0011166243430795815 0.00072832297486294004 0.00089666398509160119 0.00049071430325018262 0.00035886172874228562 0.00057042395629747417 0.00080149322894365344 0.00066742406997895721 0.00074091250073031185 0.00041778667500380319 0.00024429524052302858 0.00079227990696263315 0.0005320272916697693 0.00090435409632089745 0.00064628747070816282 0.00091489330149843707 0.00079379310133360524
leaf_weight=52 69 89 63 92 65 101 52 77 61 374 56 55 65 68 126 96 1021 84 127 114
leaf_count=52 69 89 63 92 65 101 52 77 61 374 56 55 65 68 126 96 1021 84 127 114
internal_value=0 0.000809032 0.000441725 0.000826037 0.000814836 0.000672575 0.000368003 0.000601066 0.000844973 0.000853718 0.000443016 0.000678626 0.000533612 0.00035137 0.00088332 0.000608345 0.000892073 0.000802341 0.00083031 0.000731393
internal_weight=0 2597 115 2482 2390 418 310 317 1972 1911 241 240 121 120 1212 151 1147 699 501 198
internal_count=2907 2597 115 2482 2390 418 310 317 1972 1911 241 240 121 120 1212 151 1147 699 501 198
is_linear=0
shrinkage=0.0032998


Tree=7189
num_leaves=36
num_cat=0
split_feature=1 52 1 12 3 3 12 1 15 3 3 43 1 1 1 133 15 15 15 12 1 15 157 15 15 3 12 133 42 12 12 3 51 52 15
split_gain=31.0848 5.77946 2.78883 2.40725 0.964326 0.543512 0.400303 0.754213 0.37047 0.364884 0.512785 0.322729 0.300179 0.283592 0.261107 0.232828 0.215121 0.26878 0.216024 0.209317 0.201885 0.199382 0.144155 0.215948 0.519437 0.139083 0.120444 0.094732 0.0847319 0.0875823 0.113876 0.109703 0.0792755 0.0565197 0.0353121
threshold=0.10442000000000001 -0.40011499999999994 0.13074500000000003 0.088365000000000013 -0.073614999999999986 -0.082094999999999987 0.088295000000000012 0.08864000000000001 -0.031624999999999993 0.10402500000000002 0.018975000000000002 -0.025079999999999995 0.15099500000000002 0.14078500000000002 0.094385000000000011 -0.14785999999999996 -0.033234999999999994 0.097415000000000015 -0.062134999999999989 0.091735000000000025 0.085110000000000005 -0.063834999999999989 -0.087349999999999997 0.079600000000000018 -0.0060599999999999994 -0.011259999999999997 0.094305000000000014 -0.072334999999999997 0.098395000000000024 0.091945000000000013 0.094195000000000015 -0.088584999999999983 -1.0000000180025095e-35 0.01787 -0.12776499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 8 6 -5 7 15 11 10 14 -3 13 -4 19 -1 18 28 32 25 -12 -21 -17 24 -24 -6 -19 -25 29 31 -31 -18 -8 -34 -13
right_child=1 2 12 5 9 -7 16 -9 -10 -11 20 34 -14 -15 -16 22 17 26 -20 21 -22 -23 23 27 -26 -27 -28 -29 -30 30 -32 -33 33 -35 -36
leaf_value=0.0063510758179286539 0.0060976416933531015 0.0050041598481699824 0.0047518346950520558 0.0054235240266711929 0.0061614397650976245 0.0058988380128554554 0.0060805573690081074 0.0057363607051538514 0.0048249559812028565 0.0056529337478579628 0.0062837226389955486 0.005198733954242374 0.0045749080870554799 0.0050719566372673698 0.0056946126507544303 0.0063093971738261111 0.0059337961058801136 0.0060419817091383879 0.0057228858287728815 0.005987314834139449 0.0059996997909424225 0.0057447864009714349 0.0061080197957604993 0.0060376018211343108 0.00574406061247362 0.0059071112472764177 0.0058006028360503515 0.006209423286635484 0.0059871312493020535 0.0063297255301988974 0.0061159212173900225 0.0061277620002200776 0.0058484803888603706 0.0060187503333632517 0.0053693626422442976
leaf_weight=65 70 94 94 54 61 58 80 55 52 61 56 52 60 52 81 56 65 52 52 74 78 108 278 61 55 59 69 268 97 55 110 128 82 63 52
leaf_count=65 70 94 94 54 61 58 80 55 52 61 56 52 60 52 81 56 65 52 52 74 78 108 278 61 55 59 69 268 97 55 110 128 82 63 52
internal_value=0 0.00520046 0.00508983 0.00526522 0.0060254 0.00566998 0.00606595 0.00611961 0.00508374 0.0059067 0.00593657 0.00515153 0.00478145 0.00486609 0.00587277 0.00614648 0.0060132 0.00605265 0.00593104 0.00592044 0.00611866 0.00584359 0.00612791 0.0061125 0.00604801 0.00603669 0.00590463 0.00617767 0.00609193 0.00612023 0.0061874 0.00606262 0.00597899 0.0059227 0.00528439
internal_weight=0 638 568 362 2269 112 1691 838 250 578 517 198 206 146 383 783 853 576 277 302 134 182 718 662 333 120 121 329 455 358 165 193 225 145 104
internal_count=2907 638 568 362 2269 112 1691 838 250 578 517 198 206 146 383 783 853 576 277 302 134 182 718 662 333 120 121 329 455 358 165 193 225 145 104
is_linear=0
shrinkage=0.0032998


Tree=7190
num_leaves=27
num_cat=0
split_feature=1 1 16 123 123 42 14 13 16 16 1 150 1 42 42 43 16 42 13 43 133 1 1 13 43 16
split_gain=14.253 2.90039 1.48907 1.00598 0.904698 0.857072 0.558419 0.470088 0.420344 0.391668 0.592614 0.720288 0.454567 0.319264 0.304669 0.226559 0.240966 0.189774 0.262973 0.182789 0.15238 0.133152 0.131811 0.122765 0.091899 0.0676619
threshold=0.10398500000000001 0.13612500000000002 0.51041000000000014 1.0000000180025095e-35 0.08901000000000002 0.073240000000000013 0.056865000000000006 -0.0042049999999999995 -0.15693499999999996 0.20277000000000003 0.085345000000000018 0.082085000000000019 0.085345000000000018 0.086700000000000013 0.095330000000000012 0.031820000000000008 -0.082974999999999979 -0.011964999999999998 -0.071104999999999988 -0.025879999999999997 0.099765000000000006 0.088135000000000005 0.11097000000000001 -0.0079349999999999993 -0.011209999999999999 -0.013819999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 5 7 9 -2 -3 10 13 21 17 15 -7 19 -17 -11 -19 -1 24 -12 -9 -23 -15 -22
right_child=1 8 -4 -5 -6 14 -8 22 -10 12 11 -13 -14 20 -16 16 -18 18 -20 -21 25 23 -24 -25 -26 -27
leaf_value=0.0013022325367050384 0.00048864697379180405 0.00046339315506659589 0.0012479748359264132 0.00087962176403338693 0.00032920230864693392 0.0011426863505987603 0.0015093971255901919 0.00065953800802472323 0.00012584187310614952 0.0011716848756386223 0.0010728163367619953 0.00083371068979348588 0.001295921342857686 0.0011936909965467957 0.00081993073083074495 0.0013187070020690365 0.001035403202504984 0.0010753364109904078 0.00076545145258068235 0.0014158488239901358 0.0011728325855216086 0.0011814223035153922 0.0008740424572887197 0.0013230490726860065 0.0013109090035847281 0.0010216643064322544
leaf_weight=498 100 76 68 91 56 71 79 54 86 55 82 71 92 159 60 74 62 67 56 239 114 228 81 103 158 52
leaf_count=498 100 76 68 91 56 71 79 54 86 55 82 71 92 159 60 74 62 67 56 239 114 228 81 103 158 52
internal_value=0 0.000667521 0.000794108 0.00122092 0.000720889 0.000780723 0.00123509 0.000661054 0.000284417 0.00122481 0.00124218 0.00114237 0.00110624 0.00127778 0.000995128 0.0013159 0.00118981 0.00100801 0.000934537 0.00133912 0.00120881 0.00119535 0.000788502 0.0012256 0.00125223 0.00112569
internal_weight=0 652 490 2280 422 366 2189 235 162 2110 1840 484 270 1356 131 873 136 178 123 737 483 413 135 331 317 166
internal_count=2932 652 490 2280 422 366 2189 235 162 2110 1840 484 270 1356 131 873 136 178 123 737 483 413 135 331 317 166
is_linear=0
shrinkage=0.0032998


Tree=7191
num_leaves=27
num_cat=0
split_feature=1 15 151 12 1455 1 34 160 15 42 42 4 15 15 49 1212 0 15 0 1 48 12 0 12 0 4
split_gain=0.384 0.160598 0.153247 0.11527 0.172702 0.178601 0.194831 0.213741 0.232038 0.165337 0.105303 0.166147 0.0899247 0.149182 0.109515 0.128799 0.135577 0.102578 0.0812631 0.172106 0.142868 0.12155 0.0799803 0.0809108 0.0467986 0.0325341
threshold=0.11417500000000001 -0.0039399999999999991 0.082375000000000018 0.08598500000000002 0.081665000000000001 0.083250000000000005 -1.0000000180025095e-35 -0.082339999999999983 -0.043134999999999993 0.088485000000000022 -0.087244999999999975 -0.0090849999999999976 0.091195000000000012 0.092705000000000023 -0.0080149999999999978 -0.070374999999999979 -0.10185499999999999 -0.033234999999999994 -0.040094999999999992 0.13831000000000002 0.014805 0.092995000000000008 -0.078989999999999991 0.10396500000000002 -0.087984999999999994 -0.076164999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 18 3 4 5 9 -7 -8 -9 10 -1 -12 14 -14 24 -16 -17 -18 19 20 21 -2 -15 25 -5 -24
right_child=1 -3 -4 12 -6 6 7 8 -10 -11 11 -13 13 22 15 16 17 -19 -20 -21 -22 -23 23 -25 -26 -27
leaf_value=0.016414703720790992 -0.00072085809001361202 0.010869689147096542 0.0014556390312386507 -0.00020159705600786802 0.018724962591669839 0.015257332027911118 0.01449243253094561 0.0074401420018883847 -0.0027710948013212498 0.019698229490302466 0.0064680147999336369 0.014083019167929417 -0.0026308718037965865 0.002866521834110279 0.0026684307253976637 0.016545857336993836 0.0070458387698830883 0.010831651507802685 -0.0030163973499772114 0.010205854596802821 -0.0056168073654263243 0.0094399049968115073 0.013356351228987507 0.0032548019519032267 0.0068077330848385111 0.0085991255079301207
leaf_weight=70 76 61 88 52 62 63 55 142 113 63 226 128 54 104 82 75 390 432 85 69 71 59 63 65 55 129
leaf_count=70 76 61 88 52 62 63 55 142 113 63 226 128 54 104 82 75 390 432 85 69 71 59 63 65 55 129
internal_value=0 0.00287991 0.00837892 0.00862962 0.0101169 0.00949426 0.00671169 0.00496919 0.00290812 0.0116218 0.0104175 0.00922654 0.00771484 0.00559505 0.00852324 0.00908303 0.00966743 0.00903765 0.00152109 0.00293012 0.000484382 0.00370646 0.00683049 0.0084276 0.00338454 0.0101694
internal_weight=0 421 2511 2423 922 860 373 310 255 487 424 354 1501 415 1086 979 897 822 360 275 206 135 361 257 107 192
internal_count=2932 421 2511 2423 922 860 373 310 255 487 424 354 1501 415 1086 979 897 822 360 275 206 135 361 257 107 192
is_linear=0
shrinkage=0.16829


Tree=7192
num_leaves=22
num_cat=0
split_feature=1 43 4 16 43 148 48 156 133 16 0 2 48 1455 151 52 0 0 2 52 16
split_gain=0.265774 0.152951 0.151512 0.149171 0.169531 0.141562 0.143284 0.13613 0.13456 0.134344 0.13114 0.141361 0.172568 0.121933 0.118602 0.0989626 0.0670246 0.0592422 0.0366384 0.0348729 0.0264021
threshold=0.11417500000000001 -0.46052499999999996 -0.40515499999999993 0.0048000000000000013 -0.0039049999999999992 -0.082084999999999977 -0.035574999999999989 0.089695000000000011 0.092215000000000005 0.18879500000000002 -0.0033699999999999993 0.15510000000000004 0.014805 0.083760000000000015 0.077805000000000013 -0.090949999999999989 -0.094949999999999993 -0.074904999999999985 0.086075000000000013 -0.55511499999999991 0.40422000000000008
decision_type=2 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 -4 -7 10 17 -3 11 12 16 14 -8 -10 -2 18 -5 -11 -18
right_child=7 2 3 4 -6 6 13 -9 15 19 -12 -13 -14 -15 -16 -17 20 -19 -20 -21 -22
leaf_value=0.00021540455332771905 -0.0010273728850356736 0.019205256738986549 0.015794739429615484 0.002565692266009105 -0.0028621999425471412 -0.0011815795655579307 0.0069331647704807542 0.010046051879538245 -0.0040578224120036838 0.011904212904951013 -0.0066235150658183828 0.0093515760159311283 -0.0064344576328019014 0.014177024427813602 0.014711839166637937 0.0060391657141832169 0.0082240305668653223 0.011176479578891164 0.0082080021049121907 0.006165626454003135 0.0030102103927678397
leaf_weight=92 61 52 57 61 82 55 1576 57 57 60 52 67 70 75 58 53 62 96 73 64 52
leaf_count=92 61 52 57 61 82 55 1576 57 57 60 52 67 70 75 58 53 62 96 73 64 52
internal_value=0 0.00697052 0.00722669 0.00685174 0.00399173 0.00751353 0.00724492 0.00239453 0.00565002 0.011995 0.00119142 0.00249966 0.000618541 0.00751716 0.00721037 0.000790758 0.00345001 0.0079662 0.0056529 0.00895685 0.00586156
internal_weight=0 2511 2419 2243 422 1821 1764 421 340 176 364 312 245 1709 1634 110 175 230 134 124 114
internal_count=2932 2511 2419 2243 422 1821 1764 421 340 176 364 312 245 1709 1634 110 175 230 134 124 114
is_linear=0
shrinkage=0.16829


Tree=7193
num_leaves=29
num_cat=0
split_feature=1 1 12 12 12 1 3 49 3 11 3 16 1 1 12 1 16 1 1212 16 49 12 16 13 3 12 1 13
split_gain=19.7177 3.49257 2.47398 1.16268 0.605125 0.436171 0.329108 0.392097 0.765815 0.437146 0.293639 0.372963 0.28124 0.166137 0.143193 0.173639 0.140382 0.140022 0.123754 0.12227 0.143644 0.11193 0.105742 0.0855008 0.0621178 0.0605568 0.0530865 0.0426552
threshold=0.10398500000000001 0.13300500000000001 0.085075000000000026 -0.032329999999999991 0.11878500000000002 0.092845000000000025 -0.081184999999999993 -0.014479999999999998 -0.091894999999999991 1.0000000180025095e-35 0.28833000000000003 -0.33811499999999994 0.11378500000000001 0.11690500000000002 0.092235000000000025 0.086965000000000001 0.24100000000000002 0.09258000000000001 0.041590000000000009 -0.17773999999999998 -1.0000000180025095e-35 -0.077389999999999987 0.19384500000000002 -0.016759999999999994 -0.07385499999999999 0.086730000000000015 0.079225000000000004 -0.078724999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 5 6 -1 7 8 -5 16 11 -3 -4 19 15 26 18 25 -9 -2 -21 -15 23 24 -16 -17 27 -8
right_child=1 10 12 4 -6 -7 14 9 -10 -11 -12 -13 -14 21 22 17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0010241701128170173 0.00067130619293939676 4.3388876079938709e-05 0.0011147242312315976 0.00075685762370340717 0.00090082694245244364 0.00064580329294770258 0.0012393348979788511 0.0012686314635431085 0.0012732075926242673 0.0014709406881315158 -1.6815565423771688e-05 0.00040615568320916627 0.00085147044979173457 0.00028134564131988382 0.0011058721737761707 0.00095410573703769749 0.0010877439704547096 0.0012199152430119051 0.0011714520094231956 0.00060402396514720388 0.00035729080071455186 0.00049363307747824067 0.00098275599754686117 0.001012497350601906 0.0012177159648355954 0.0011137083405713081 0.0013192587729435083 0.0011217451014183303
leaf_weight=89 58 55 87 53 77 54 169 702 78 97 71 71 94 59 132 57 68 79 194 52 53 52 71 60 112 58 78 52
leaf_count=89 58 55 87 53 77 54 169 702 78 97 71 71 94 59 132 57 68 79 194 52 53 52 71 60 112 58 78 52
internal_value=0 0.000519701 0.000678638 0.00117055 0.00118987 0.000881537 0.00120066 0.00123665 0.00106457 0.00125786 0.000152434 0.000248085 0.000978201 0.000480623 0.00115119 0.00118907 0.00123639 0.00111043 0.00124763 0.000548171 0.000479818 0.000381113 0.00110131 0.00112888 0.00115735 0.00103491 0.00123997 0.00121183
internal_weight=0 652 455 2280 2137 143 2060 1192 131 1061 197 126 181 274 868 493 964 194 896 163 105 111 375 304 244 115 299 221
internal_count=2932 652 455 2280 2137 143 2060 1192 131 1061 197 126 181 274 868 493 964 194 896 163 105 111 375 304 244 115 299 221
is_linear=0
shrinkage=0.0032998


Tree=7194
num_leaves=16
num_cat=0
split_feature=4 150 0 159 39 4 47 48 151 4 4 2 41 2 3
split_gain=0.229121 0.170138 0.135656 0.187829 0.176799 0.158973 0.132077 0.108156 0.100863 0.0718528 0.116255 0.0826162 0.0635251 0.115535 0.0147125
threshold=0.27998000000000006 0.12240500000000001 -0.105195 0.091130000000000017 0.085565000000000016 0.41823000000000005 0.11926500000000002 -0.083779999999999979 0.082375000000000018 -0.083904999999999993 -0.082024999999999987 0.096435000000000007 0.076195000000000013 0.11018500000000002 -0.084094999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 4 -4 -2 7 -1 9 12 14 -12 13 -9 -11
right_child=2 -3 3 -5 -6 -7 -8 8 -10 10 11 -13 -14 -15 -16
leaf_value=0.013534293349926027 -0.0005777866116280833 -0.0029929888425652309 -0.011565496018027246 0.0061699636639051675 0.0014455724054127967 0.011253315120623109 0.00042434073395335403 0.010051868211188733 -3.4501006409803448e-05 -0.0010566589416843655 0.0074891222212645232 0.0048774211222866615 0.0030094881664630628 0.0016333127418358333 0.0029305472252854413
leaf_weight=69 59 52 61 62 57 70 92 452 60 52 1202 487 53 52 52
leaf_count=69 59 52 61 62 57 70 92 452 60 52 1202 487 53 52 52
internal_value=0 0.00651351 0.00166046 -0.00131648 -0.00526526 0.00582826 0.00670648 0.0069389 0.00674932 0.00692329 0.00640071 0.00673714 0.00860229 0.00918685 0.000919669
internal_weight=0 2623 309 180 118 129 2571 2479 2410 2350 1793 1689 557 504 104
internal_count=2932 2623 309 180 118 129 2571 2479 2410 2350 1793 1689 557 504 104
is_linear=0
shrinkage=0.16829


Tree=7195
num_leaves=17
num_cat=0
split_feature=1213 52 1375 0 13 2 0 48 0 2 9 1212 0 52 50 15
split_gain=0.261829 0.181058 0.174639 0.188106 0.187357 0.13012 0.165433 0.125714 0.117868 0.120945 0.117079 0.11941 0.104454 0.218557 0.0939317 0.0727011
threshold=-0.011799999999999998 0.083750000000000005 -0.081864999999999979 0.10446500000000002 -1.0000000180025095e-35 0.089410000000000003 -0.084044999999999995 0.12663000000000002 -0.085674999999999987 0.085910000000000014 -0.079919999999999977 0.073745000000000019 -0.10934999999999999 -0.021309999999999996 0.11768500000000003 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 7 -5 6 -1 10 -3 -10 -4 12 13 -12 -14 -13
right_child=2 8 3 4 -6 -7 -8 -9 9 -11 11 15 14 -15 -16 -17
leaf_value=0.023008277855939813 -0.0023607032093124372 0.011172040200241191 0.013334142119743259 -0.0080344514828444291 0.0037150732247957625 0.0064159627465391056 0.010929141557867622 -0.0009453502142428669 -0.0029915341634746363 0.0068873499195326289 0.0078113890088293671 0.014503687377126697 0.0051602714683891661 -0.00038120673512006989 0.010054889649272501 0.0060686652475891011
leaf_weight=53 101 73 52 62 101 65 84 91 59 86 142 61 1483 262 121 57
leaf_count=53 101 73 52 62 101 65 84 91 59 86 142 61 1483 262 121 57
internal_value=0 0.00902687 0.00448437 0.00476938 -0.000743049 0.0126639 0.0156152 0.00516617 0.00564849 0.00285528 0.00542234 0.00522798 0.00492055 0.00249392 0.00553062 0.0104444
internal_weight=0 420 2533 2432 163 202 137 2269 218 145 2178 2126 2008 404 1604 118
internal_count=2953 420 2533 2432 163 202 137 2269 218 145 2178 2126 2008 404 1604 118
is_linear=0
shrinkage=0.16829


Tree=7196
num_leaves=33
num_cat=0
split_feature=1 1456 48 12 43 47 3 160 1 12 15 474 43 156 49 16 16 160 15 43 16 12 16 12 131 160 16 43 16 15 3 3
split_gain=0.153433 0.163553 0.158502 0.154458 0.28736 0.136502 0.170809 0.13488 0.125875 0.123411 0.194692 0.111384 0.126837 0.108585 0.0991401 0.176297 0.0951887 0.0822807 0.0824932 0.131467 0.0784163 0.0691145 0.0730667 0.0680399 0.0611243 0.0598486 0.0596815 0.0496567 0.0466667 0.140839 0.115895 0.0417646
threshold=0.085880000000000026 -0.0083149999999999977 0.12663000000000002 0.086535000000000015 0.0049250000000000014 0.09550500000000002 -0.018854999999999997 0.035095000000000008 0.10234000000000001 0.084775000000000003 0.039965000000000007 0.087350000000000025 0.0048000000000000013 0.087380000000000013 -0.070754999999999985 -0.20132999999999998 0.16703000000000004 -0.077899999999999983 0.090385000000000007 -0.034774999999999993 -0.083269999999999997 0.108115 -0.087589999999999987 0.090335000000000013 0.095465000000000008 -0.022899999999999997 -0.080534999999999982 -0.008069999999999999 -0.011849999999999998 -0.091554999999999984 -0.085824999999999985 -0.078384999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 25 -2 10 28 12 13 16 -8 -16 20 31 21 -20 -11 22 -19 -14 -24 -1 -25 -12 29 -3 -30 -5
right_child=2 9 -4 17 -6 -7 14 -9 -10 11 27 -13 23 -15 15 -17 -18 18 19 -21 -22 -23 24 26 -26 -27 -28 -29 30 -31 -32 -33
leaf_value=0.00068222401353760554 -0.0097574744542184653 0.002316962170840505 -0.0041248535939116173 0.013038029833658333 -0.0091435869591082394 0.010976954729055605 0.0089221157343676999 -0.0065216926895413424 0.001198386417134562 0.0026495513251550938 0.017649427236792831 0.011805741354121454 0.012019915245863334 -0.0034445321903157052 0.008260425696778791 -0.00047592281674168198 -0.0015508935729512594 0.0091776705845915112 0.0010975014311347987 0.01116875931413989 0.0063942458688196497 -0.0026970877325970919 0.00077935868399891205 0.0092754436228964215 0.0074533411951377892 0.0079735639128157235 0.0029250151404590428 0.01067979249575348 -0.001466117652762071 0.014580303273229246 0.0080139436439504302 0.0062592122576927353
leaf_weight=84 53 52 85 52 64 52 80 53 67 283 60 65 79 58 95 209 75 59 58 102 366 53 157 82 52 52 88 60 63 55 86 54
leaf_count=84 53 52 85 52 64 52 80 53 67 283 60 65 79 58 95 209 75 59 58 102 366 53 157 82 52 52 88 60 63 55 86 54
internal_value=0 0.00533931 0.00288969 0.00338516 0.00152871 0.00276041 0.0019091 0.000668161 -0.00362548 0.00593785 0.00857547 0.00503133 0.00460249 0.00354504 0.00364334 0.00224828 0.00410746 0.00534292 0.00440068 0.00752916 0.00476412 0.00283572 0.0039366 0.00791628 0.00244847 0.0034833 0.00599873 0.0141796 0.00594152 0.00863734 0.00399354 0.00960162
internal_weight=0 1661 1292 1207 620 556 504 189 120 1472 376 1096 1031 782 384 304 724 587 481 160 649 321 268 249 209 136 170 120 256 107 149 106
internal_count=2953 1661 1292 1207 620 556 504 189 120 1472 376 1096 1031 782 384 304 724 587 481 160 649 321 268 249 209 136 170 120 256 107 149 106
is_linear=0
shrinkage=0.16829


Tree=7197
num_leaves=24
num_cat=0
split_feature=4 2 3 151 13 4 41 4 14 2 4 4 2 49 2 16 16 16 400 43 2 16 2
split_gain=11.0809 3.64237 1.73434 0.660623 0.572356 0.556308 0.552089 0.416117 0.410773 0.401189 0.379754 0.422803 0.314239 0.316338 0.220897 0.204243 0.211165 0.192223 0.153728 0.130033 0.112898 0.145421 0.0768049
threshold=0.27998000000000006 0.14253500000000002 -0.046079999999999989 0.0045550000000000009 -1.0000000180025095e-35 0.053330000000000009 0.075585000000000013 -0.0060699999999999999 -0.45687499999999998 0.12623500000000001 -0.091059999999999988 -1.0000000180025095e-35 0.090215000000000004 -0.0055299999999999993 0.099655000000000007 0.056515000000000003 0.14976500000000001 -0.49353499999999995 -0.050414999999999995 0.066620000000000026 0.10669500000000001 -0.28430999999999995 0.10605000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 7 6 12 -4 -2 17 -6 -12 15 -14 -9 18 -17 22 -1 -15 21 -7 -10
right_child=8 -3 3 -5 10 20 -8 14 9 -11 11 -13 13 19 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0012577936185391727 0.00062062222771910023 0.00036527478626254738 0.0006355615218016546 0.00053767054958367031 0.001213435967196435 0.0011073142381523053 0.0013643049662949952 0.0010690538052379555 0.00060144992270943002 0.00016189946859423065 0.00071310873370099401 0.0010783956468614409 0.00078291941700581028 0.0010817461438292577 0.00077274389491547007 0.0008399159872793737 0.0011087685779902988 0.00026723917564292583 0.0011288755609195861 0.00093296970189824468 0.00081589558254965497 0.00090207995249254964 0.00041915883660616665
leaf_weight=119 63 88 99 57 82 65 90 60 52 103 59 86 52 399 53 53 86 55 935 81 64 99 53
leaf_count=119 63 88 99 57 82 65 90 60 52 103 59 86 52 399 53 53 86 55 935 81 64 99 53
internal_value=0 0.00102588 0.00104876 0.000873377 0.000916885 0.00109133 0.00111073 0.000792876 0.000380689 0.000323081 0.00103254 0.000930005 0.00109748 0.00103002 0.000930388 0.00112754 0.00100651 0.000426621 0.00114346 0.00105671 0.000936707 0.000983638 0.000509772
internal_weight=0 2627 2539 496 439 2043 1815 212 326 263 227 145 1725 532 113 1193 139 160 1054 480 228 164 105
internal_count=2953 2627 2539 496 439 2043 1815 212 326 263 227 145 1725 532 113 1193 139 160 1054 480 228 164 105
is_linear=0
shrinkage=0.0032998


Tree=7198
num_leaves=29
num_cat=0
split_feature=1 0 1453 0 10 50 4 52 4 0 12 39 403 4 12 0 403 1 0 0 0 52 4 0 4 49 4 12
split_gain=0.132886 0.25305 0.149335 0.148544 0.141754 0.133503 0.130808 0.12574 0.140335 0.199239 0.224915 0.13952 0.0948507 0.0928332 0.159524 0.0686203 0.0832979 0.0667379 0.0536267 0.0489106 0.0499921 0.04442 0.0439962 0.0633612 0.0506299 0.0338126 0.0403271 0.0277956
threshold=0.085880000000000026 -0.085674999999999987 -0.075794999999999987 -0.094949999999999993 -0.063134999999999983 -0.088974999999999985 -0.035849999999999993 -0.072664999999999993 0.40441500000000002 -0.14797999999999997 0.088725000000000012 0.082115000000000007 -0.0051499999999999992 -0.14088999999999999 0.085425000000000015 -0.087544999999999998 0.028520000000000004 0.13973000000000005 -0.090614999999999987 -0.051824999999999989 -0.086774999999999977 0.087525000000000006 0.082475000000000007 0.10923000000000001 -0.081864999999999979 0.092240000000000016 0.016670000000000001 0.085380000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 12 -3 -6 -2 -8 9 -9 -11 -10 -4 14 -5 18 19 22 -15 20 -17 -18 23 24 -7 26 -14 -20
right_child=1 4 3 13 5 17 7 8 11 10 -12 -13 25 15 -16 16 21 -19 27 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.00215189879415694 -0.0072027180280630097 -0.0024608289496278737 0.014039759634249947 0.0066982992779869507 -0.0017576991699991722 0.01005881844492806 0.0067849780858333713 -0.011535133772843558 0.007176553928318923 0.0061816757473595017 -0.0075615100743185162 -0.0032988171539149688 0.0061510299398535358 0.0055193084571966136 -0.0063609471929710762 0.0098085157373514545 0.0067640959380485645 0.012029760520339078 0.002936304837274634 0.010263071466738128 0.004509077839209283 0.013027184185835355 0.0024298996893685476 0.0016532219964022403 0.0060004196257938663 0.0034200295325470444 0.01138883515309747 -0.0020472227995137183
leaf_weight=73 62 68 78 52 64 123 87 59 100 77 60 56 103 100 54 55 68 53 60 52 709 64 96 70 317 53 73 67
leaf_count=73 62 68 78 52 64 123 87 59 100 77 60 56 103 100 54 55 68 53 60 52 709 64 96 70 317 53 73 67
internal_value=0 0.00299248 0.00527281 0.00561525 0.00486688 0.00555856 2.9498e-05 0.001055 -0.000356116 -0.00335854 0.000149648 0.00340465 0.00894689 0.0048154 2.85267e-05 0.00524571 0.00587655 0.00627182 0.00260328 0.00523735 0.00489293 0.00981436 0.00576527 0.00638958 0.00713901 0.00720435 0.00833374 0.000293053
internal_weight=0 1292 1661 1588 791 723 501 439 352 196 137 156 307 1281 106 1175 948 659 227 816 764 132 606 510 440 229 176 127
internal_count=2953 1292 1661 1588 791 723 501 439 352 196 137 156 307 1281 106 1175 948 659 227 816 764 132 606 510 440 229 176 127
is_linear=0
shrinkage=0.16829


Tree=7199
num_leaves=23
num_cat=0
split_feature=1 1 12 14 4 12 3 4 3 39 1 12 13 1204 12 49 4 49 4 131 49 403
split_gain=9.5383 2.05922 1.27527 0.902845 0.641938 0.626478 0.486811 0.488005 0.348319 0.303842 0.288951 0.278056 0.179775 0.139457 0.127541 0.176692 0.129408 0.107681 0.169921 0.107125 0.0625962 0.0296917
threshold=0.10123500000000001 0.12448500000000001 0.085075000000000026 0.064610000000000015 0.10516000000000002 0.078120000000000009 0.31395500000000004 0.27998000000000006 0.090170000000000014 0.08481000000000001 0.092695000000000013 0.11819000000000002 -0.10373499999999998 -0.081149999999999986 0.084595000000000017 -0.0082649999999999998 -0.082619999999999985 0.0065400000000000015 -0.12685999999999997 0.090280000000000013 -0.032374999999999994 -0.085549999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 5 19 10 7 -3 9 -2 17 12 -7 21 16 -16 -15 18 -1 -4 -10 -14
right_child=1 6 4 -5 -6 11 -8 -9 20 -11 -12 -13 13 14 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00092554593897344517 0.00017191369238608804 0.00054664750864804983 0.0010076092363536051 0.0012525874280629936 0.00052930737788762583 0.0011117936571349795 7.4206948024319516e-05 0.00021265666382558752 0.00054043030354546876 0.00048467797827973471 0.00060005603595573314 0.00074365184757887645 0.0010008613772688293 0.0011538313565443124 0.00080164409313466362 0.00093556579374074096 0.00096253567263050992 0.00094967960280777227 0.00070015630920551564 0.00082196521720085422 0.00070593445840510919 0.001120144369642116
leaf_weight=62 52 91 96 93 58 75 88 101 52 99 75 75 58 55 122 1219 153 69 95 57 54 54
leaf_count=62 52 91 96 93 58 75 88 101 52 99 75 75 58 55 122 1219 153 69 95 57 54 54
internal_value=0 0.000502003 0.000635981 0.000933344 0.000826317 0.00091927 0.000277943 0.000371138 0.000479576 0.000377204 0.000779191 0.000942533 0.000951105 0.000943828 0.0009355 0.000923408 0.00101329 0.000838483 0.000789388 0.000938678 0.000625076 0.00105869
internal_weight=0 748 468 2205 211 2112 280 192 257 151 301 1811 1736 1661 1549 1341 208 226 157 153 106 112
internal_count=2953 748 468 2205 211 2112 280 192 257 151 301 1811 1736 1661 1549 1341 208 226 157 153 106 112
is_linear=0
shrinkage=0.0032998


Tree=7200
num_leaves=26
num_cat=0
split_feature=1 1 10 4 123 1 155 14 13 123 51 4 1 4 1 1213 403 403 484 133 133 13 13 1 4
split_gain=6.9914 2.06541 0.749335 0.715835 0.693377 0.583465 0.44839 0.298792 0.273436 0.214477 0.184597 0.165719 0.149924 0.138007 0.53053 0.141667 0.411294 0.154471 0.113006 0.0998019 0.0822928 0.0648276 0.058567 0.0553921 0.0413573
threshold=0.10398500000000001 0.13601500000000002 -0.063134999999999983 0.053925000000000008 0.081180000000000016 0.083670000000000008 0.083290000000000017 0.073890000000000011 -0.09194999999999999 1.0000000180025095e-35 -0.031924999999999995 0.42118000000000005 0.11097000000000001 -0.14088999999999999 0.081540000000000015 -0.066029999999999991 -0.088854999999999976 -0.10162999999999998 -0.16723499999999997 0.40658000000000005 0.09086000000000001 -0.086804999999999979 -0.066209999999999991 0.14754500000000001 0.25367000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 7 6 10 8 9 -2 13 -5 12 -10 14 -1 16 -15 19 -19 -17 21 -12 -18 -4 -6
right_child=1 2 23 5 24 -7 -8 -9 11 -11 20 -13 -14 15 -16 17 22 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00066220661915776849 0.00051883679354079357 -7.7802171739553065e-05 0.00044445021357066044 0.00068173491127737097 0.00035939022038581752 0.00049473827307117883 0.0010022284715792973 0.0011539415221123661 0.00067938051038472162 0.00076290125514133045 0.00086671479306907947 0.00058548227011307559 0.0008808431461173402 0.0012962372120289018 0.001028833294651468 0.00080701166426127896 0.00092724762349005404 0.0011056590705074071 0.00095457602519416029 0.00094941323440166851 0.00079772394315932589 0.0010283725692876507 0.0010365372291929679 0.00030384474725631634 0.00049178247304832367
leaf_weight=80 85 54 74 53 52 63 56 79 74 70 53 58 95 52 95 134 149 60 1093 98 55 67 98 56 58
leaf_count=80 85 54 74 53 52 63 56 79 74 70 53 58 95 52 95 134 149 60 1093 98 55 67 98 56 58
internal_value=0 0.00054577 0.000248388 0.000930769 0.00066017 0.000777158 0.000729019 0.000953013 0.000679869 0.000944766 0.000855041 0.000740012 0.000792837 0.000951595 0.000861434 0.000960944 0.00102748 0.000946555 0.000962469 0.000867316 0.000907326 0.000957267 0.000970752 0.000384153 0.000429517
internal_weight=0 662 184 2299 478 291 368 2008 312 1929 228 227 169 1859 175 1684 299 1385 1153 232 175 120 247 130 110
internal_count=2961 662 184 2299 478 291 368 2008 312 1929 228 227 169 1859 175 1684 299 1385 1153 232 175 120 247 130 110
is_linear=0
shrinkage=0.0032998


Tree=7201
num_leaves=19
num_cat=0
split_feature=10 2 96 16 1373 2 151 156 2 51 484 2 13 15 15 475 16 15
split_gain=0.420178 0.130869 0.137027 0.159387 0.1427 0.10033 0.152772 0.134071 0.159702 0.104557 0.0961096 0.0864394 0.111616 0.0917908 0.0724376 0.0504026 0.0495087 0.0170027
threshold=-0.089679999999999982 0.14073000000000005 0.083715000000000026 -0.097664999999999988 0.076530000000000015 0.097110000000000016 0.078505000000000019 1.0000000180025095e-35 0.10449000000000001 0.11178000000000002 0.059895000000000011 0.088735000000000022 -0.095574999999999979 -0.040119999999999996 -0.073759999999999978 -0.07409499999999998 -0.42170999999999997 -0.093399999999999997
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 6 9 8 -7 -5 11 12 -2 16 -3 -9 -13 -14
right_child=1 14 -4 4 -6 7 -8 15 -10 -11 -12 13 17 -15 -16 -17 -18 -19
leaf_value=-0.0077733185611151391 0.015731617274082135 0.0026321304461472497 -0.0034793882769622209 0.0045218570603056257 0.01190479215266199 -0.004605412696293029 0.013362945791397039 0.0022239470779413673 0.0026846828602544665 -0.0025703982438931169 0.013996968152659871 0.0052221997822513855 0.0084762420780417139 0.0094845611252679009 -0.0058452630961929675 0.00883566178777828 9.0304510852941229e-05 0.0043016890000564627
leaf_weight=83 57 63 58 1469 65 129 54 54 250 61 56 125 64 88 52 86 94 53
leaf_count=83 57 63 58 1469 65 129 54 54 250 61 56 125 64 88 52 86 94 53
internal_value=0 0.00436463 0.00459628 0.0047701 0.0041253 0.00388399 0.00455013 0.00184746 0.000198617 0.00423792 0.00736999 0.00659472 0.00960209 0.00488436 -0.0011855 0.00629826 0.00302767 0.00660056
internal_weight=0 2878 2763 2705 2168 2103 1584 519 379 1530 537 481 174 307 115 140 219 117
internal_count=2961 2878 2763 2705 2168 2103 1584 519 379 1530 537 481 174 307 115 140 219 117
is_linear=0
shrinkage=0.16829


Tree=7202
num_leaves=16
num_cat=0
split_feature=15 3 39 15 3 14 41 133 14 0 15 51 0 3 3
split_gain=9.11087 5.15071 4.10251 0.891325 0.850333 0.608978 0.91699 0.527775 0.521869 0.430329 0.423884 0.353421 0.33393 0.196677 0.110705
threshold=-0.26361999999999991 0.11391500000000002 0.0047850000000000011 -0.047859999999999993 0.28833000000000003 0.073890000000000011 0.081500000000000017 0.084675000000000014 -0.45687499999999998 -0.11167499999999998 0.13248000000000001 -0.20636999999999997 -0.105195 -0.076289999999999983 -0.00083499999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 5 7 -3 6 10 -4 -1 -10 11 13 -13 -2 -11
right_child=1 4 3 -5 -6 -7 -8 -9 9 14 -12 12 -14 -15 -16
leaf_value=0.0006755318404959795 0.0011519751978217945 0.00077365026103059522 0.0010372293117960865 0.00042460505522420123 0.0003090431859146249 0.0014651049738544982 0.00075677150356065329 0.00063182624695711669 0.00057939284623937065 0.0003100533583153131 0.00089479653397917739 0.001077394138418931 0.0012196255283541528 0.00090452741296632544 0.00010304901937005619
leaf_weight=67 76 92 84 76 81 83 56 61 52 63 54 205 1790 69 52
leaf_count=67 76 92 84 76 81 83 56 61 52 63 54 205 1790 69 52
internal_value=0 0.00110774 0.00114507 0.000714973 0.000556321 0.0011858 0.00117548 0.000866923 0.000429003 0.000329885 0.00118615 0.00119349 0.00120503 0.00103447 0.000216758
internal_weight=0 2727 2554 221 173 2333 2250 145 234 167 2194 2140 1995 145 115
internal_count=2961 2727 2554 221 173 2333 2250 145 234 167 2194 2140 1995 145 115
is_linear=0
shrinkage=0.0032998


Tree=7203
num_leaves=15
num_cat=0
split_feature=1 10 2 13 148 43 2 124 484 147 157 52 52 16
split_gain=0.401997 0.141493 0.115997 0.169272 0.127374 0.114436 0.0952726 0.116895 0.0873095 0.137597 0.12993 0.0620684 0.0960317 0.0783675
threshold=0.15028500000000003 -0.097169999999999992 0.098655000000000007 -0.13226499999999999 -0.071414999999999992 -0.49922499999999997 0.10202000000000001 -0.064554999999999987 -0.16723499999999997 0.074865000000000015 -0.086989999999999984 0.089455000000000021 -1.0000000180025095e-35 -0.078829999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 -5 -6 -8 -7 10 -10 12 -9 -13
right_child=-2 2 4 5 6 8 7 11 9 -11 -12 13 -14 -15
leaf_value=-0.004140188713492224 -0.0087196810502967494 0.012319914872088781 0.010877158552979127 0.012338623446928697 -0.0033089842154522143 0.010297040797595906 -0.0029317840609095784 0.0046196909864824349 0.010970291083476233 -0.003348637103331198 0.004424197944250907 0.010566152492447771 -0.00062722680652398848 0.0030464158094458712
leaf_weight=53 67 93 53 58 76 77 83 276 91 61 1661 76 153 83
leaf_count=53 67 93 53 58 76 77 83 276 91 61 1661 76 153 83
internal_value=0 0.00445731 0.00461834 0.00529264 0.00289577 0.00495623 0.00232708 0.00296812 0.00472873 0.00449124 0.00476523 0.00380399 0.00274422 0.00665205
internal_weight=0 2894 2841 2041 800 1948 747 671 1890 1813 1752 588 429 159
internal_count=2961 2894 2841 2041 800 1948 747 671 1890 1813 1752 588 429 159
is_linear=0
shrinkage=0.16829


Tree=7204
num_leaves=24
num_cat=0
split_feature=1 1 12 12 1 4 4 4 41 12 52 52 4 4 12 49 4 48 42 1 49 51 4
split_gain=17.6449 4.7101 1.67972 1.57149 0.873241 0.749808 0.714165 0.52219 0.456258 0.436613 0.389793 0.351975 0.320347 0.286881 0.275493 0.261668 0.228542 0.224422 0.187656 0.145331 0.144532 0.108222 0.103018
threshold=0.10398500000000001 0.13601500000000002 0.085075000000000026 0.056995000000000011 0.094775000000000012 0.51544000000000012 0.25367000000000006 0.053330000000000009 0.075585000000000013 -1.0000000180025095e-35 0.023800000000000005 -0.092084999999999986 -9.4999999999999992e-05 -0.39175499999999991 0.090285000000000018 -0.081019999999999981 0.056815000000000011 0.08956500000000002 -0.12317999999999998 0.079440000000000024 0.10078000000000002 -0.091614999999999988 0.028075000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 10 17 21 8 13 16 11 -1 -13 -5 -9 -15 -2 -3 -17 -20 -16 -4 -11
right_child=1 5 6 7 -6 -7 -8 14 -10 22 -12 12 -14 15 20 18 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0012852226728288503 0.0004001561458994024 0.00048209981200935542 0.0013360895655535052 0.0015585105355231147 0.00080874081912421709 -8.8835792632976587e-05 0.00076358242783749737 0.0013174922632580694 0.0016076857009714959 0.00093687744881691074 0.0013812859388009052 0.00082054873511599503 0.0011635163532100767 0.001101497006139139 0.00098151595846795439 0.0014890131361363619 0.00066731265902576753 0.00019852370830885223 0.0013417500298216272 0.0012633607827019647 0.0012095479914748109 0.0011385592416955149 0.0007487226493250622
leaf_weight=72 58 75 54 60 93 57 53 85 69 54 77 61 60 58 79 81 91 52 1087 364 53 81 87
leaf_count=72 58 75 54 60 93 57 53 85 69 54 77 61 60 58 79 81 91 52 1087 364 53 81 87
internal_value=0 0.000673974 0.000846691 0.00128549 0.00108571 0.000225093 0.00108996 0.00132293 0.00134233 0.000688864 0.00118098 0.00110089 0.000990907 0.00133121 0.00116914 0.00132261 0.000563555 0.000366267 0.00133096 0.00132211 0.00107334 0.00121783 0.000821032
internal_weight=0 662 478 2299 363 184 188 1936 1719 290 270 193 121 1650 217 1590 149 127 1532 1451 132 135 141
internal_count=2961 662 478 2299 363 184 188 1936 1719 290 270 193 121 1650 217 1590 149 127 1532 1451 132 135 141
is_linear=0
shrinkage=0.0032998


Tree=7205
num_leaves=28
num_cat=0
split_feature=1 52 2 2 14 1 14 13 0 1 0 2 0 15 403 15 13 13 15 15 15 1 456 13 52 150 0
split_gain=7.96947 2.31147 1.20867 1.19819 0.88808 0.68321 0.502883 0.502822 0.385233 0.834738 0.589648 0.360767 0.338668 0.332458 0.285289 0.256652 0.235559 0.178032 0.166177 0.159135 0.136918 0.127558 0.116854 0.106158 0.0832841 0.0778377 0.0678299
threshold=0.10075500000000003 -0.41694999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.13654500000000003 0.064610000000000015 -0.011954999999999999 -0.099704999999999974 0.083670000000000008 -0.079249999999999987 -0.13746499999999998 -0.11214999999999999 -0.095584999999999989 -0.52833499999999989 -0.093734999999999985 0.036560000000000002 -0.071564999999999976 0.09278500000000002 0.039965000000000007 -0.058859999999999989 0.11584000000000001 0.087615000000000012 -0.077614999999999976 0.095185000000000006 0.084360000000000004 -0.066934999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 11 17 7 8 -6 9 12 14 -3 -1 -11 -10 -9 20 -4 22 -18 26 -5 25 -22 -25 -16 -12
right_child=1 2 4 21 5 -7 -8 15 10 13 16 -13 -14 -15 18 -17 19 -19 -20 -21 23 -23 -24 24 -26 -27 -28
leaf_value=0.0011072681527078063 0.0010714429339420122 0.00067156104880879087 0.00051326894088450756 0.0010323633575166189 0.0001968756819591045 1.4027178049690995e-05 0.0012051662189844123 0.0003374198409086359 0.00078074715004794969 0.00081439947536223497 0.00090028297216435626 0.00033428937723747193 0.0007951154327367376 0.00045312971924741876 0.0010423858032882678 0.00063616706536928516 0.00066304055623327954 0.00078953828300667268 0.00088534512784920068 0.00089931114780862067 0.0010483385466084792 0.00081378900635074511 0.00091822724433996501 0.00095577587678077761 0.00084014983825040919 0.001156600876413284 0.00072693469818886072
leaf_weight=102 89 59 52 58 91 71 92 53 54 52 54 85 62 61 857 79 73 52 84 57 99 64 82 253 102 77 52
leaf_count=102 89 59 52 58 91 71 92 53 54 52 54 85 62 61 857 79 73 52 84 57 99 64 82 253 102 77 52
internal_value=0 0.00057172 0.000504686 0.000677075 0.000389382 0.000296455 0.000964864 0.000386218 0.000954424 0.000838751 0.000971782 0.000472722 0.000989474 0.00061969 0.00101763 0.000516482 0.000895046 0.000651742 0.00102923 0.000766907 0.00092473 0.00091799 0.00104109 0.000950138 0.000922653 0.00105184 0.000815577
internal_weight=0 753 664 266 398 294 2213 223 2121 277 1844 144 164 113 1154 132 690 104 1100 130 560 122 1016 454 355 934 106
internal_count=2966 753 664 266 398 294 2213 223 2121 277 1844 144 164 113 1154 132 690 104 1100 130 560 122 1016 454 355 934 106
is_linear=0
shrinkage=0.0032998


Tree=7206
num_leaves=12
num_cat=0
split_feature=40 49 3 3 0 149 0 12 12 1212 3
split_gain=0.209163 0.233724 0.153768 0.211647 0.142378 0.14019 0.269375 0.104943 0.36668 0.0645662 0.0392206
threshold=-0.08440499999999998 -0.015164999999999998 0.41720500000000005 0.28833000000000003 0.10923000000000001 0.079475000000000004 0.040570000000000002 0.083865000000000009 0.080635000000000012 0.089955000000000021 -0.24156999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 8 -2 -9 -6
right_child=2 -3 -4 -5 10 -7 -8 9 -10 -11 -12
leaf_value=-0.0085408974336279656 0.005808885893937959 0.0058031115618619421 0.014952177875774861 -0.0037694456648280873 0.0087507189821169236 0.013874021319731682 -0.0048806015307641714 0.0068244432207181975 -0.0049581963901753649 0.0035509620959922575 0.015010401780907436
leaf_weight=61 521 68 53 64 62 59 68 1653 108 193 56
leaf_count=61 521 68 53 64 62 59 68 1653 108 193 56
internal_value=0 -0.000965787 0.00595118 0.00577918 0.00600452 0.00574388 0.00555454 0.00584197 0.00395731 0.00648317 0.0117366
internal_weight=0 129 2837 2784 2720 2602 2543 2475 629 1846 118
internal_count=2966 129 2837 2784 2720 2602 2543 2475 629 1846 118
is_linear=0
shrinkage=0.16829


Tree=7207
num_leaves=16
num_cat=0
split_feature=46 48 403 48 0 15 15 403 15 15 1212 1212 151 133 483
split_gain=0.161802 0.201531 0.133331 0.104029 0.0940334 0.148021 0.331988 0.101418 0.148717 0.11327 0.0983911 0.150178 0.0941551 0.0791606 0.0730902
threshold=0.081930000000000017 0.13991500000000004 -0.53447999999999996 -0.090939999999999979 -0.099704999999999974 0.084630000000000025 -0.0070899999999999991 -0.088654999999999984 0.085095000000000018 0.090075000000000002 0.088085000000000011 0.096460000000000018 -0.086654999999999982 0.052120000000000007 0.013915000000000002
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 12 8 13 -10 14 -12 -5 -6 -9
right_child=-2 -3 3 4 7 -7 -8 10 9 -11 11 -13 -14 -15 -16
leaf_value=-0.0018718931438439536 0.013843187054482956 -0.0058382843328719991 -0.0021122890251474894 -0.0015282577055891881 0.0091100195274170116 0.0099115175756143252 -0.0093113699984336516 0.0050011823834353337 0.0011949472005353347 0.010164842305140274 -0.0063336523087056933 0.0049332337696044535 0.0050059796807651142 0.017995972199273343 0.0080167449094702657
leaf_weight=84 54 52 58 77 64 77 64 1481 89 73 52 94 322 53 272
leaf_count=84 54 52 58 77 64 77 64 1481 89 73 52 94 322 53 272
internal_value=0 0.00452907 0.0047182 0.00491825 0.00506894 0.00307354 0.00193246 0.00556284 0.00856846 0.00524803 0.00512031 0.000908065 0.00374048 0.0131506 0.00547011
internal_weight=0 2912 2860 2776 2718 540 463 2178 279 162 1899 146 399 117 1753
internal_count=2966 2912 2860 2776 2718 540 463 2178 279 162 1899 146 399 117 1753
is_linear=0
shrinkage=0.16829


Tree=7208
num_leaves=24
num_cat=0
split_feature=39 2 13 10 2 16 15 15 457 2 16 16 2 157 15 15 16 401 481 50 15 2 15
split_gain=6.49234 3.69873 1.47565 0.658802 0.602718 0.513469 0.498634 0.482856 0.441664 0.479674 0.340856 0.97868 0.261129 0.19192 0.153826 0.408283 0.674315 0.289823 0.224967 0.2228 0.174344 0.134386 0.0631716
threshold=0.082765000000000019 0.10859000000000001 -0.27740999999999993 -1.0000000180025095e-35 -0.0098549999999999974 -0.50720999999999983 -0.23079499999999997 -0.015539999999999998 0.062030000000000009 0.091040000000000024 -0.031234999999999999 0.25137500000000007 0.098180000000000003 -0.090294999999999986 0.043560000000000008 -0.0058149999999999999 0.25032500000000008 0.021890000000000003 -0.085904999999999981 0.077765000000000015 0.088965000000000002 0.11732500000000001 -0.033234999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 7 -4 -5 -1 13 -10 22 -12 -8 -6 15 19 -17 18 -16 -15 -19 -13 -7
right_child=3 2 5 6 8 10 12 -9 9 -11 11 21 -14 14 17 16 -18 20 -20 -21 -22 -23 -24
leaf_value=0.0006396251330884013 0.00032208706644168997 0.00039598281307669952 0.00058000883100299441 0.0004398709523693362 0.0012808629227551984 0.00098469750105952621 0.00089361375485907371 0.0010897779441053663 0.0010913010916407892 0.00070876079625695719 0.00055609568185360737 0.001134965159314947 0.00063082522193334606 0.0010929992154095497 0.00092271088636019366 0.00072469203928315006 0.0012117581777335562 0.0013758509768167625 0.0011487023689524167 0.0012282700422527511 0.0011478696104515792 0.00090437713253190585 0.001142207907231496
leaf_weight=52 88 86 55 80 102 61 81 53 102 56 79 65 87 519 53 76 53 100 756 186 62 52 62
leaf_count=52 88 86 55 80 102 61 81 53 102 56 79 65 87 519 53 76 53 100 756 186 62 52 62
internal_value=0 0.00105552 0.000786482 0.000568165 0.00111253 0.000876182 0.000655341 0.000867181 0.00112499 0.00095594 0.000927136 0.000840828 0.000757737 0.00113898 0.00113094 0.00109728 0.000925078 0.00115982 0.00113394 0.00112874 0.00128882 0.00103278 0.00106438
internal_weight=0 2630 460 336 2170 374 248 105 2065 158 319 196 168 1907 1805 834 129 971 809 705 162 117 123
internal_count=2966 2630 460 336 2170 374 248 105 2065 158 319 196 168 1907 1805 834 129 971 809 705 162 117 123
is_linear=0
shrinkage=0.0032998


Tree=7209
num_leaves=17
num_cat=0
split_feature=40 10 13 12 12 132 457 0 52 48 16 475 16 16 16 0
split_gain=0.157611 0.158029 0.113429 0.0985186 0.234553 0.2644 0.142781 0.184267 0.1914 0.136863 0.0975715 0.0729646 0.0674311 0.099566 0.10347 0.0400309
threshold=-0.08440499999999998 -0.084119999999999986 -0.011809999999999999 0.083785000000000012 0.080635000000000012 0.082230000000000011 -1.0000000180025095e-35 -0.14259999999999998 0.08321000000000002 0.088085000000000011 0.62759500000000001 0.027870000000000002 -0.50472499999999987 -0.095724999999999991 -0.092354999999999979 -0.087649999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 -3 8 -8 -9 11 12 -5 15 -15 -14
right_child=1 3 -4 10 -6 -7 7 9 -10 -11 -12 -13 13 14 -16 -17
leaf_value=0.0047860573941646313 0.01289616340664127 -0.0027279992694133012 -0.0053233123456726938 -0.00050246797972099643 -0.0044753096139106977 -0.0061427393138730095 0.0070885916662865815 0.0021563790677007265 0.019051917561638123 0.0098463109414506818 0.012067864491683568 -0.00097665543453836438 0.0074236400556013634 -0.0023786706573220764 0.0052349679645164243 0.012545194338772232
leaf_weight=54 69 57 75 54 100 63 143 291 52 85 60 53 214 52 1488 56
leaf_count=54 69 57 75 54 100 63 143 291 52 85 60 53 214 52 1488 56
internal_value=0 0.00492581 -0.00107756 0.00472648 0.00313374 0.00423751 0.0052817 0.00608442 0.010288 0.00389957 0.00536283 0.00515203 0.00532725 0.00550217 0.00497672 0.00849254
internal_weight=0 2837 129 2768 791 691 628 571 195 376 1977 1917 1864 1810 1540 270
internal_count=2966 2837 129 2768 791 691 628 571 195 376 1977 1917 1864 1810 1540 270
is_linear=0
shrinkage=0.16829


Tree=7210
num_leaves=22
num_cat=0
split_feature=4 3 39 1 2 11 1 52 1 376 42 0 11 1210 3 0 3 1452 2 1 13
split_gain=9.10374 2.49727 1.54881 1.00733 0.700597 0.981671 0.456911 0.350557 0.419133 0.297593 0.268161 0.25212 0.211683 0.18699 0.172379 0.124115 0.230681 0.148452 0.110636 0.0551763 0.0417839
threshold=0.31392000000000003 0.28833000000000003 0.08456000000000001 0.12895500000000001 0.10393500000000001 1.0000000180025095e-35 0.094165000000000013 -0.41694999999999993 0.10404000000000001 0.083925000000000013 0.088805000000000009 -0.061204999999999989 0.081565000000000012 -0.081959999999999991 0.10856000000000002 -0.076384999999999995 0.0066850000000000008 0.086470000000000005 -0.0011799999999999998 0.09772500000000002 -0.060719999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 5 13 -4 19 11 -8 14 20 -7 -1 -2 17 -17 -15 -5 -6 -9
right_child=3 -3 6 18 7 12 9 8 -10 -11 -12 -13 -14 15 -16 16 -18 -19 -20 -21 -22
leaf_value=0.001215686560522265 0.0008001096853531692 0.00040297175592345996 0.00098091518525003857 0.00036787589884167696 0.0010022902928096048 0.0015456350431417736 0.00078779339204099533 0.0010907537755286871 0.00060110298302476863 0.00046744227768252003 0.00041312336102268218 0.00076236618926500243 0.0012519452509411519 0.0010690559946480444 0.00055159201875299563 0.00096677719598716166 0.0011943054147195448 0.0012478842335416893 0.0001785628961064419 0.0011518887219177608 0.00095933992161962515
leaf_weight=94 72 69 66 52 62 52 70 56 55 59 54 65 60 1397 55 296 60 55 99 59 67
leaf_count=94 72 69 66 52 62 52 70 56 55 59 54 65 60 1397 55 296 60 55 99 59 67
internal_value=0 0.00102332 0.00103994 0.00044338 0.00106316 0.00108734 0.000756592 0.000929264 0.000856289 0.000641549 0.000609528 0.000930757 0.00138862 0.00106958 0.000692761 0.00106197 0.00100522 0.00107585 0.00024399 0.00107553 0.00101946
internal_weight=0 2642 2573 332 2378 2014 195 364 243 129 181 188 112 1902 127 1808 356 1452 151 121 123
internal_count=2974 2642 2573 332 2378 2014 195 364 243 129 181 188 112 1902 127 1808 356 1452 151 121 123
is_linear=0
shrinkage=0.0032998


Tree=7211
num_leaves=15
num_cat=0
split_feature=12 124 4 48 4 13 40 12 1446 1375 14 4 4 4
split_gain=0.325481 0.261467 0.176095 0.117392 0.105897 0.100429 0.10996 0.156063 0.11047 0.120406 0.121397 0.0941232 0.0886059 0.0744235
threshold=-0.083979999999999985 -0.087474999999999983 -0.51323499999999989 0.085835000000000009 0.42118000000000005 -0.17030499999999998 -0.065744999999999984 -1.0000000180025095e-35 0.083735000000000018 -0.10702499999999998 0.020750000000000005 0.0040650000000000009 -0.082024999999999987 -0.0034749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 11 -7 -8 9 -9 -11 -4 -10 -14
right_child=2 3 5 -5 -6 6 7 8 12 10 -12 -13 13 -15
leaf_value=0.0086733320883233822 0.0149678180492138 -0.011647190710071805 -0.004401943107268525 0.0018168164959332812 -0.0020235173411995611 0.011348279668357698 -0.0029638095362757217 -0.0012923499701555526 -0.0040641011843388832 0.0059765737477612234 0.011919876168921784 0.0053116824034967914 0.0073649890135727538 -0.00030020820123949517
leaf_weight=69 57 59 55 80 73 95 60 61 52 2007 103 58 82 63
leaf_count=69 57 59 55 80 73 95 60 61 52 2007 103 58 82 63
internal_value=0 -0.000317791 0.00569513 -0.00325262 -0.00633862 0.00549393 0.00571385 0.00549265 0.00570768 0.00605431 0.00626755 0.000567913 0.00187863 0.0040222
internal_weight=0 281 2693 212 132 2636 2523 2428 2368 2171 2110 113 197 145
internal_count=2974 281 2693 212 132 2636 2523 2428 2368 2171 2110 113 197 145
is_linear=0
shrinkage=0.16829


Tree=7212
num_leaves=24
num_cat=0
split_feature=2 2 2 133 2 16 11 10 1429 150 52 16 1447 52 52 475 159 16 16 52 16 2 42
split_gain=3.65256 1.54979 0.694418 0.574697 0.493778 0.417524 0.327594 0.323576 0.265807 0.238458 0.201873 0.272096 0.126582 0.158268 0.158712 0.113454 0.109662 0.0871465 0.0861425 0.162089 0.150249 0.0503893 0.0418594
threshold=0.11504500000000002 -1.0000000180025095e-35 0.16730000000000003 0.087455000000000019 0.10100500000000003 -0.18817999999999999 1.0000000180025095e-35 -0.0078549999999999991 0.083810000000000009 0.082085000000000019 -0.23266999999999996 -0.052039999999999996 -0.086059999999999984 0.092120000000000021 0.087525000000000006 -0.084964999999999985 -0.023859999999999996 0.058455000000000007 0.62619000000000014 0.0030150000000000008 0.0033900000000000002 0.12750000000000003 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 7 6 21 8 -1 12 18 -7 -12 -3 14 -14 -10 -15 -13 19 20 -6 -2 -21
right_child=2 4 -4 -5 9 10 -8 -9 15 -11 11 17 13 16 -16 -17 -18 -19 -20 22 -22 -23 -24
leaf_value=0.00075899939998991055 0.00039582924780757659 0.00093843664404517457 0.00012709977052774104 0.00018338222226663481 0.00045229378902108115 0.00073423637193237258 0.00096950536032886381 0.00043659491697732914 0.00054458244277914446 0.00046558702087782887 0.00066574356094165337 0.00030078039153904349 0.00078710426232573715 0.00079379294029445382 0.00091028705569345535 0.00072752480585478612 0.00067317070644074353 0.00049462239484375828 0.00081180152017267264 0.00082165058535698526 0.00068562487449852212 0.00026839573686822491 0.00069438667022018834
leaf_weight=60 72 61 75 58 57 57 102 80 71 62 70 52 1150 140 131 83 220 52 56 54 67 69 75
leaf_count=60 72 61 75 58 57 57 102 80 71 62 70 52 1150 140 131 83 220 52 56 54 67 69 75
internal_value=0 0.000741191 0.000417399 0.000460476 0.000765041 0.000475832 0.000786045 0.00057502 0.000775944 0.000654095 0.000562425 0.000505939 0.000787915 0.000782298 0.000799729 0.00064341 0.000720177 0.00039804 0.000691804 0.000665104 0.000578652 0.000333718 0.000747933
internal_weight=0 2527 447 198 2329 372 1958 140 1856 371 231 174 1702 1641 1281 154 360 104 309 253 124 141 129
internal_count=2974 2527 447 198 2329 372 1958 140 1856 371 231 174 1702 1641 1281 154 360 104 309 253 124 141 129
is_linear=0
shrinkage=0.0032998


Tree=7213
num_leaves=27
num_cat=0
split_feature=1 1 12 39 1 14 2 12 48 0 1 12 16 475 1 151 12 2 12 12 0 12 16 2 50 0
split_gain=16.7042 3.79952 3.35928 1.18364 1.25218 0.909125 0.531681 0.392221 0.370364 0.363881 0.329796 0.322531 0.317597 0.295858 0.362144 0.239534 0.230476 0.198121 0.165643 0.436082 0.159663 0.143819 0.127239 0.100014 0.0769766 0.069185
threshold=0.10331000000000003 0.13662500000000002 0.085075000000000026 0.0047850000000000011 0.088035000000000016 0.064610000000000015 0.11043500000000002 0.056995000000000011 0.11001500000000002 -0.036459999999999992 0.12040000000000002 0.098455000000000015 -0.42607499999999993 -0.028044999999999997 0.084955000000000017 -0.086439999999999989 0.095295000000000019 0.14415000000000003 0.08598500000000002 0.085585000000000008 -0.050064999999999991 -0.083219999999999988 -0.090774999999999981 0.098290000000000002 0.10932500000000002 -0.085719999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 5 -5 7 16 13 9 10 21 15 -3 -1 -15 25 -4 -14 19 -17 22 -2 -13 -24 -20 -9
right_child=1 12 6 4 -6 -7 -8 11 -10 -11 -12 20 17 14 -16 18 -18 -19 24 -21 -22 -23 23 -25 -26 -27
leaf_value=0.0012817161119374567 0.00082030536970285905 0.00042100968029355339 0.001798477351381474 0.0016164377751830049 0.00095217365941831049 0.0019730013417799917 0.0012264661966138828 0.0014374695852602841 0.0012331199509952721 0.0011608328151691402 0.00067799636554853615 0.0014426628545110886 0.00086366914799597156 0.0017731379388257118 0.0014476708668605554 0.0017009125381537286 0.0015229407727029402 0.00058156154909551122 0.0016741024767457603 0.0020273871459043804 0.0013823728767148977 0.0010381425275332143 0.0017006239643885246 0.0015458585452467115 0.001578750281761556 0.0016052183647395702
leaf_weight=52 55 58 52 70 56 93 52 55 54 60 69 55 56 62 100 332 103 55 898 53 52 92 108 94 119 69
leaf_count=52 55 58 52 70 56 93 52 55 54 60 69 55 56 62 100 332 103 55 898 53 52 92 108 94 119 69
internal_value=0 0.00105231 0.00118818 0.0016337 0.00132149 0.00165205 0.00151802 0.00163747 0.000981173 0.000931751 0.000867954 0.00165325 0.000620357 0.00150197 0.00157245 0.00167324 0.00161561 0.000724204 0.00168579 0.00174595 0.00155441 0.000956879 0.00158909 0.00162878 0.00166298 0.0015311
internal_weight=0 706 537 2268 126 2142 207 2049 330 276 216 1835 169 214 162 1526 155 111 1402 385 309 147 257 202 1017 124
internal_count=2974 706 537 2268 126 2142 207 2049 330 276 216 1835 169 214 162 1526 155 111 1402 385 309 147 257 202 1017 124
is_linear=0
shrinkage=0.0032998


Tree=7214
num_leaves=30
num_cat=0
split_feature=1 1 1 12 16 12 12 15 160 12 43 15 15 16 12 403 42 16 16 16 15 42 1 42 52 16 43 42 15
split_gain=11.08 2.07479 1.75757 1.71645 0.923004 0.645997 0.569097 0.51124 0.40914 0.268484 0.235333 0.225745 0.391486 0.379235 0.189215 0.220967 0.181855 0.162753 0.369786 0.158927 0.148151 0.122937 0.112711 0.0895517 0.0827672 0.0530443 0.0483076 0.039338 0.0310447
threshold=0.11497000000000002 0.092845000000000025 0.13662500000000002 0.085845000000000019 -0.083144999999999983 -0.086254999999999984 0.098085000000000019 -0.15300999999999995 -0.54243999999999992 0.091735000000000025 -0.06538999999999999 1.0000000180025095e-35 -0.0090849999999999976 0.066010000000000013 0.086675000000000016 -0.089149999999999993 0.079335000000000003 0.0030150000000000008 -0.095564999999999983 -0.037309999999999989 0.093185000000000004 -0.061474999999999995 0.15028500000000003 0.088575000000000015 -0.42058999999999996 -0.47730499999999992 -0.16130499999999998 0.10217500000000002 -0.40992999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 5 25 -3 7 -1 -9 -6 26 12 16 -14 15 -13 -10 18 -7 23 -16 -12 28 -5 -21 -2 -8 -23 -4
right_child=2 3 22 19 9 17 10 8 11 -11 21 14 13 -15 20 -17 -18 -19 -20 24 -22 27 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0014282834201943592 0.00035072648890139554 0.00044957613768938608 0.00034583888164510518 0.0010856242164082254 0.0006807314475895035 0.00088862496207530394 0.0011440241266591387 0.0013982908738174229 0.0010193653367598691 0.00096364870693530186 0.0010169209140368648 0.0010741126309819291 0.00080226958280920767 0.0011219228537116281 0.0011407853433787463 0.0012744853123340914 0.0011432178535201883 0.00095331129048539678 0.00054501606671683426 0.0010601943625892923 0.0010087579177052955 0.00074849313911616664 0.00011041224274711245 0.00089967587380457216 0.0012295134332230839 0.00049695575125790288 0.0010046130593359948 0.00088163487437079751 0.00022900899042056238
leaf_weight=60 54 84 52 52 74 78 64 55 194 75 53 89 106 67 374 205 435 54 62 69 131 52 64 72 68 60 60 58 53
leaf_count=60 54 84 52 52 74 78 64 55 194 75 53 89 106 67 374 205 435 54 62 69 131 52 64 72 68 60 60 58 53
internal_value=0 0.00105511 0.000483341 0.000873067 0.000652129 0.000692276 0.00110408 0.00112695 0.00111601 0.000823376 0.000967207 0.0011063 0.00106655 0.00092627 0.00114615 0.00121395 0.00110507 0.00079718 0.000736707 0.0010655 0.00110661 0.000883581 0.000220461 0.000977938 0.00114449 0.000427998 0.00107685 0.000819015 0.000287203
internal_weight=0 2542 432 539 263 278 2003 1716 1656 149 287 1601 802 173 799 294 629 194 140 261 505 163 169 124 137 114 124 110 105
internal_count=2974 2542 432 539 263 278 2003 1716 1656 149 287 1601 802 173 799 294 629 194 140 261 505 163 169 124 137 114 124 110 105
is_linear=0
shrinkage=0.0032998


Tree=7215
num_leaves=25
num_cat=0
split_feature=15 16 0 2 52 150 2 15 12 159 48 1 43 12 12 3 2 2 16 3 474 2 16 43
split_gain=0.351263 0.273713 0.207648 0.2642 0.309111 0.18087 0.248854 0.169762 0.149617 0.196834 0.192344 0.137256 0.206472 0.121262 0.115433 0.176863 0.176662 0.238005 0.0980734 0.0978631 0.0929424 0.0603416 0.0595015 0.0534755
threshold=-0.2987999999999999 -0.4193599999999999 -0.066574999999999981 -1.0000000180025095e-35 0.14032500000000003 0.088985000000000009 -0.0011799999999999998 -0.083859999999999976 0.083815000000000014 -0.030694999999999997 0.088965000000000002 0.09636500000000002 -0.06705499999999999 0.084270000000000012 0.085465000000000013 0.097775000000000015 0.10573500000000001 0.084145000000000011 -0.0090799999999999995 0.057935000000000007 0.085925000000000015 0.093595000000000025 -0.0087049999999999992 -0.043814999999999993
decision_type=2 2 2 2 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 14 6 -2 -7 9 -8 19 13 -13 -10 15 -5 17 -16 21 -11 -15 -9 -3 -18
right_child=2 22 3 4 -6 7 8 18 11 10 -12 12 -14 20 16 -17 23 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0059254981385270739 0.018587716034993935 -0.010430517905608307 -0.0067473160480513847 0.015090859686759018 -0.0066679987264852093 -0.0052843719132994503 0.020317441311801389 0.004565141378160195 -0.00019394803059237032 0.0095266899843145358 0.0029182248680907482 0.0078353248574442105 -0.0058448884828930722 0.0073796044255722282 0.0074214041334525922 0.0033026276050616664 0.012692726392542595 -0.0079583452579190528 0.00014594950208673255 0.016892807039825476 0.012867595653126635 0.012483391689054968 -0.0023636480147153499 0.0060383507415117206
leaf_weight=100 62 52 59 92 55 53 52 55 56 179 100 69 57 1257 56 60 53 58 61 73 95 56 53 102
leaf_count=100 62 52 59 92 55 53 52 55 56 179 100 69 57 1257 56 60 53 58 61 73 95 56 53 102
internal_value=0 -0.000366393 0.00684562 0.00386191 0.0051807 0.00756224 0.0080717 0.00302569 0.00773435 0.0106242 0.00918713 0.0069721 0.0016324 0.00744867 0.00673289 0.0104494 0.00462616 -0.000387621 0.0055968 0.0116677 0.00776655 0.00857612 -0.00637578 0.00832531
internal_weight=0 205 2760 535 476 2225 2000 225 1938 404 352 1534 126 1408 421 152 269 114 172 252 1352 111 105 155
internal_count=2965 205 2760 535 476 2225 2000 225 1938 404 352 1534 126 1408 421 152 269 114 172 252 1352 111 105 155
is_linear=0
shrinkage=0.16829


Tree=7216
num_leaves=22
num_cat=0
split_feature=4 4 1 15 2 41 41 1 1 15 12 457 2 16 474 1429 12 4 12 3 3
split_gain=0.245513 0.143862 0.224906 0.130273 0.127506 0.119427 0.181064 0.155961 0.189759 0.22529 0.171264 0.19996 0.145438 0.117341 0.116634 0.154539 0.0989462 0.125725 0.0841717 0.0544033 0.0432643
threshold=0.27258000000000004 0.40441500000000002 0.13042000000000001 0.17176000000000005 0.11504500000000002 0.077915000000000012 0.089290000000000022 0.10359500000000001 0.11050000000000001 -0.015539999999999998 0.083815000000000014 0.084620000000000015 0.084045000000000022 -0.015214999999999998 0.10284 0.084770000000000012 -1.0000000180025095e-35 0.010535000000000001 0.084130000000000024 -0.08095999999999999 0.15217000000000003
decision_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 -3 7 -7 10 9 -9 11 12 13 -1 15 18 -10 -18 -12 -14 -4
right_child=1 2 20 -5 -6 6 -8 8 16 -11 14 -13 19 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=0.010571495115457609 -0.0071250871328315361 0.013130068788020741 -0.0050603822494684264 0.014032447741707163 0.0030821105872667043 -0.0062530242345613836 0.0072233167900884179 0.0041946204327458683 -6.2463459210219507e-06 -0.010508611855110811 -0.00065153712636221268 0.00050658305814341035 0.012930557575052034 0.021870457339458943 0.012721689923399997 -0.0020144896311374378 0.011803050919345288 0.0021597805511670044 0.0060206077730796921 0.0071748631690631845 0.001063919251865672
leaf_weight=52 52 58 79 54 95 58 55 61 66 57 55 59 66 54 65 75 91 67 1522 169 55
leaf_count=52 52 58 79 54 95 58 55 61 66 57 55 59 66 54 65 75 91 67 1522 169 55
internal_value=0 0.00101058 0.00249089 0.00582952 0.00690288 0.0056566 0.000290358 0.00590247 0.00255922 -0.00289256 0.00644172 0.00958442 0.0111498 0.0163445 0.00570854 0.00543151 0.00543916 0.00772519 0.00578677 0.008799 -0.00253327
internal_weight=0 339 287 2626 153 2572 113 2459 342 118 2117 400 341 106 1717 1652 224 158 1577 235 134
internal_count=2965 339 287 2626 153 2572 113 2459 342 118 2117 400 341 106 1717 1652 224 158 1577 235 134
is_linear=0
shrinkage=0.16829


Tree=7217
num_leaves=14
num_cat=0
split_feature=1 97 48 8 41 0 3 1 52 1451 48 3 2
split_gain=0.201225 0.130179 0.127138 0.164741 0.135164 0.221516 0.129643 0.170107 0.159128 0.100095 0.0880799 0.0657049 0.0232706
threshold=0.14195000000000002 -0.049229999999999996 0.11904500000000003 0.077880000000000019 0.077915000000000012 -0.090729999999999991 -0.12077499999999998 0.09772500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.065059999999999993 -0.24149499999999999 0.15510000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 8 9 11 -8 -9 -3 -2
right_child=12 2 -4 -5 5 -7 7 10 -10 -11 -12 -13 -14
leaf_value=-0.0034896691709066481 -0.0045979497846572884 0.0016917145727928923 0.010739424067904853 -0.0047493872511686639 0.0052530324137513738 -0.008999450321927796 0.0052036146648346583 0.0078978218196962963 0.017049411065827542 0.012644655250988301 0.00065178435056884542 0.0099659363339901167 8.616449116376329e-05
leaf_weight=54 63 54 100 52 76 52 1884 55 55 53 355 56 56
leaf_count=54 63 54 100 52 76 52 1884 55 55 53 355 56 56
internal_value=0 0.00467515 0.00483371 0.00461366 0.00479877 -0.000523003 0.00507065 0.00474859 0.00964094 0.00540814 0.0016282 0.00592038 -0.00237856
internal_weight=0 2846 2792 2692 2640 128 2512 2347 165 1937 410 110 119
internal_count=2965 2846 2792 2692 2640 128 2512 2347 165 1937 410 110 119
is_linear=0
shrinkage=0.16829


Tree=7218
num_leaves=22
num_cat=0
split_feature=4 149 12 16 43 4 40 16 16 3 3 1 2 43 16 4 1453 4 48 155 15
split_gain=0.140341 0.138543 0.113575 0.117673 0.119852 0.122445 0.103557 0.111277 0.178994 0.126618 0.299288 0.142072 0.279894 0.325006 0.179141 0.166749 0.0810133 0.0678012 0.0882382 0.08101 0.0693063
threshold=0.27998000000000006 0.077335000000000015 0.099170000000000022 -0.11082499999999999 -0.049364999999999992 0.42642000000000008 -0.094259999999999997 0.054560000000000004 0.08215500000000002 0.097775000000000015 0.28833000000000003 0.086005000000000012 0.08622500000000001 -0.051239999999999987 -1.0000000180025095e-35 -0.079524999999999985 -1.0000000180025095e-35 -0.016894999999999997 0.091545000000000015 0.10749500000000002 -0.055184999999999991
decision_type=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 -1 9 -9 11 -11 14 15 -14 16 -13 -8 18 19 -10 -19
right_child=2 -3 -4 -5 5 -7 7 8 17 10 -12 12 13 -15 -16 -17 -18 20 -20 -21 -22
leaf_value=0.011488555565399221 -0.0019597696368300328 -0.0036654010113134471 -0.006718948284769502 -0.0053255063196237405 0.0019003919866446594 0.012011794474107383 0.010597081747745769 -0.0062562217363840017 0.0075728596417020209 0.01916389284970315 0.0014880945038917342 -0.0019295635760353035 0.0036460016743204565 -0.013167500350562278 0.012347059175695131 0.0060087168944927888 0.0044243565229584213 0.0028567582887117902 -0.001873961486940507 0.0012478234396104992 -0.0046204751601040513
leaf_weight=55 73 64 54 53 76 62 64 66 191 54 55 97 65 65 95 325 1164 97 52 83 55
leaf_count=55 73 64 54 53 76 62 64 66 191 54 55 97 65 65 95 325 1164 97 52 83 55
internal_value=0 0.00405428 0.000306383 0.00175019 0.00353601 0.00645622 0.00424625 0.00408797 0.00195002 0.00467328 0.0102614 0.00434746 0.00207422 -0.00474693 0.00529458 0.00417978 0.00474753 0.00308686 0.00445564 0.00566344 0.000139361
internal_weight=0 2647 318 264 211 138 2583 2528 544 1984 109 1875 552 130 1323 422 1228 478 326 274 152
internal_count=2965 2647 318 264 211 138 2583 2528 544 1984 109 1875 552 130 1323 422 1228 478 326 274 152
is_linear=0
shrinkage=0.16829


Tree=7219
num_leaves=13
num_cat=0
split_feature=106 2 457 484 12 1428 16 52 43 4 14 43
split_gain=0.11778 0.0801856 0.0835932 0.0973815 0.182978 0.0782689 0.0973362 0.172037 0.149492 0.132658 0.0788218 0.0459232
threshold=0.085650000000000018 0.14253500000000002 -0.089599999999999985 0.091180000000000011 0.086885000000000004 0.086830000000000018 0.20277000000000003 -0.088174999999999989 -0.092454999999999982 -0.27577999999999997 0.073890000000000011 -0.054204999999999996
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 -4 -11 -3
right_child=-2 11 3 4 -6 -7 7 -9 -10 10 -12 -13
leaf_value=0.0084619341432716193 -0.0043292094727466713 0.0032250941253220227 0.011446891869128147 0.011677838112937912 0.00092388025837261104 0.0087763518924664288 0.0097460649781241481 -0.0087415130335637744 -0.00034233620823695919 0.0027741216837402949 0.0082081292005950334 -0.0026494938443011816
leaf_weight=90 60 60 54 103 80 64 53 53 192 1976 79 101
leaf_count=90 60 60 54 103 80 64 53 53 192 1976 79 101
internal_value=0 0.00319127 0.00340551 0.00323337 0.00698647 0.00295469 0.00279915 -4.19037e-05 0.00183272 0.00320144 0.00298389 -0.000449047
internal_weight=0 2905 2744 2654 183 2471 2407 298 245 2109 2055 161
internal_count=2965 2905 2744 2654 183 2471 2407 298 245 2109 2055 161
is_linear=0
shrinkage=0.16829


Tree=7220
num_leaves=27
num_cat=0
split_feature=4 3 2 11 3 4 1 1 2 16 133 14 2 49 43 4 4 16 16 133 4 43 4 4 16 16
split_gain=19.9343 4.83452 2.68045 2.03505 2.00859 1.62686 1.20045 1.09591 1.29947 0.800519 0.62901 0.577388 0.541323 0.380226 0.289492 0.230027 0.192293 0.176042 0.160914 0.165189 0.15996 0.154654 0.194312 0.113952 0.100978 0.0605608
threshold=0.31392000000000003 -0.071369999999999975 0.14253500000000002 1.0000000180025095e-35 -0.12077499999999998 -0.35269999999999996 0.13699000000000003 0.084675000000000014 0.092155000000000015 -0.040874999999999995 0.006510000000000001 0.073890000000000011 0.090020000000000017 -0.0086549999999999978 0.061900000000000004 0.008570000000000003 0.50027500000000014 -0.15190499999999998 -0.083144999999999983 -0.14820499999999998 -0.040874999999999995 -0.06538999999999999 0.0067750000000000006 -0.011369999999999998 -0.077679999999999985 0.014185000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 -1 -3 16 21 10 -10 13 -5 15 -9 20 18 -2 -18 19 -6 25 -7 -23 -22 -20 -14
right_child=6 2 -4 11 12 7 -8 8 9 -11 -12 -13 14 -15 -16 -17 17 -19 24 -21 23 22 -24 -25 -26 -27
leaf_value=0.00098018445136250124 0.0005825943700310907 0.0016686300900280431 0.00061605831723973736 0.0017096016074621653 0.0017750333244493217 0.0015421058780749012 0.00025184424702854338 0.0011319505246912237 0.0010925289478211418 0.00058817665226381353 0.00093365936428781615 0.0021090568479856992 0.0014815707346104519 0.0014640406922881662 0.0011822322994626247 0.0013726674309591791 0.00092088049361912507 0.00064933555236828795 0.0014578871643914574 0.0015863453429668189 0.0012833017154238479 0.001229764814507822 0.0014443778940444383 0.0014397875172447575 0.0015552454568695309 0.0016324229900287774
leaf_weight=82 99 98 75 103 66 53 103 59 69 69 53 66 96 110 53 78 54 53 165 289 76 98 94 195 559 52
leaf_count=82 99 98 75 103 66 53 103 59 69 69 53 66 96 110 53 78 54 53 165 289 76 98 94 195 559 52
internal_value=0 0.00142895 0.00120996 0.00151955 0.00148533 0.00127327 0.000543252 0.00120917 0.00109284 0.000840608 0.00124948 0.00186581 0.00151074 0.00134831 0.00141569 0.00154948 0.000688785 0.000786706 0.00156223 0.00162152 0.00144514 0.00137996 0.00133502 0.00139603 0.00153311 0.00153481
internal_weight=0 2658 778 1880 1711 703 309 605 360 138 222 169 1629 169 472 1157 206 107 1079 355 419 245 192 271 724 148
internal_count=2967 2658 778 1880 1711 703 309 605 360 138 222 169 1629 169 472 1157 206 107 1079 355 419 245 192 271 724 148
is_linear=0
shrinkage=0.0032998


Tree=7221
num_leaves=27
num_cat=0
split_feature=4 12 150 43 4 12 12 12 155 49 13 43 4 12 52 4 49 52 12 40 4 4 400 43 13 12
split_gain=11.7637 2.06986 1.2071 0.678665 0.638228 0.595317 0.322807 0.252624 0.252261 0.23717 0.230376 0.217699 0.215524 0.21444 0.197779 0.202292 0.187333 0.157533 0.145335 0.137999 0.194931 0.175451 0.132475 0.13174 0.0952771 0.0919201
threshold=0.27998000000000006 0.056995000000000011 1.0000000180025095e-35 -0.077134999999999995 -0.42305999999999994 0.11755500000000001 0.086730000000000015 -0.081654999999999991 0.083985000000000018 0.087365000000000012 -0.0042049999999999995 -0.034774999999999993 -0.051789999999999996 0.092675000000000021 0.013340000000000001 -0.000195 -0.011165 -0.085519999999999985 0.091290000000000024 -0.076514999999999986 0.51292000000000015 0.42642000000000008 -0.064664999999999986 -0.091164999999999982 -0.085349999999999995 0.11187500000000002
decision_type=2 2 2 2 2 2 2 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 -6 16 17 -4 -7 -10 19 15 -9 -8 -3 22 -2 21 -21 -18 -19 -25 -20
right_child=13 5 10 4 7 11 8 14 12 -11 -12 -13 -14 -15 -16 -17 18 23 25 20 -22 -23 -24 24 -26 -27
leaf_value=0.0007687886469002357 0.00051495224128490856 0.0010715370147202339 0.00056330172976525148 0.0013745923463674039 0.0011985695275533597 0.00077090848696636019 0.0009595433164674874 0.00087176097664955167 0.0014206391799119393 0.0014092440307198805 0.00081511987903104576 0.0010588278317504223 0.0011458540879759021 0.00058443599929151977 0.00078276745160342108 0.0011571973575721581 0.0012753067168461 0.0013802804897374607 0.0010721888337015893 0.00029454687212434016 0.00019322594045510647 0.00054921184538198346 0.0011346485833659472 0.001248937722474448 0.0011358100578869898 0.0012148394824719119
leaf_weight=98 55 101 95 66 56 63 91 53 55 63 70 55 78 63 59 59 94 52 607 67 75 54 427 191 162 58
leaf_count=98 55 101 95 66 56 63 91 53 55 63 70 55 78 63 59 59 94 52 607 67 75 54 427 191 162 58
internal_value=0 0.00108699 0.000907669 0.00100773 0.00108753 0.00113451 0.00114816 0.00100391 0.00112106 0.00121524 0.000670347 0.000905407 0.00125975 0.000411359 0.000939952 0.00102244 0.00110659 0.00119102 0.00111784 0.000367777 0.000326298 0.00040849 0.00116009 0.00122072 0.00119712 0.00108468
internal_weight=0 2653 556 391 293 2097 1979 227 1410 569 165 118 133 314 171 112 1277 506 1186 251 196 121 521 405 353 665
internal_count=2967 2653 556 391 293 2097 1979 227 1410 569 165 118 133 314 171 112 1277 506 1186 251 196 121 521 405 353 665
is_linear=0
shrinkage=0.0032998


Tree=7222
num_leaves=13
num_cat=0
split_feature=3 33 151 41 3 40 49 47 15 1454 10 2
split_gain=0.306257 0.187999 0.132082 0.137232 0.161582 0.148721 0.110443 0.168683 0.141704 0.0990693 0.0880473 0.0821668
threshold=0.11391500000000002 0.080895000000000009 -0.29526499999999994 0.078535000000000008 -0.15415499999999996 0.0045850000000000005 -0.038669999999999989 0.084155000000000021 -0.40166999999999992 0.090210000000000026 -0.0093599999999999985 0.081935000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 9 -2 8 -8 10 -4 -12
right_child=6 -3 3 4 -6 -7 7 -9 -10 -11 11 -13
leaf_value=0.012342284683775667 0.0042310041470940063 0.014386896065837165 -0.0020494022069566151 0.016853563529257785 0.004599003776353563 -0.0045742847577815706 -0.0020372459631736888 0.0034707563994384421 -0.014177793830667361 -0.0014031731148563969 0.006370052502598228 0.0040396567673035991
leaf_weight=60 65 56 57 53 73 55 58 57 52 84 576 1721
leaf_count=60 65 56 57 53 73 55 58 57 52 84 576 1721
internal_value=0 0.00472172 0.00451901 0.0043391 0.00976796 0.00406399 -0.00164121 -0.00393756 -0.00779275 0.00425961 0.00446244 0.00462481
internal_weight=0 2735 2679 2619 126 2493 232 167 110 2438 2354 2297
internal_count=2967 2735 2679 2619 126 2493 232 167 110 2438 2354 2297
is_linear=0
shrinkage=0.16829


Tree=7223
num_leaves=20
num_cat=0
split_feature=3 33 12 16 13 16 52 52 16 3 52 16 41 43 11 1456 1446 156 48
split_gain=0.223276 0.134943 0.118621 0.175097 0.158752 0.201731 0.481716 0.258131 0.185735 0.17599 0.115227 0.132448 0.0862341 0.114963 0.0818461 0.0761222 0.101117 0.0771951 0.0533504
threshold=0.3148450000000001 0.080895000000000009 0.083885000000000015 0.51343500000000009 -0.085234999999999991 -0.087589999999999987 -0.010034999999999999 -0.066844999999999988 -0.028104999999999995 -0.013174999999999997 -0.081429999999999989 -0.10750499999999999 0.078535000000000008 -0.46052499999999996 0.077905000000000016 0.084025000000000002 0.084075000000000025 0.087380000000000013 0.086840000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 9 7 -7 -8 -6 -1 -12 13 -4 15 17 -17 -15 -11
right_child=-2 -3 12 -5 5 6 8 -9 -10 18 11 -13 -14 14 -16 16 -18 -19 -20
leaf_value=-0.0013506534782443485 -0.0047322413796717314 0.01196572866948464 -0.0032545186675439182 0.011281186812669998 0.011446176992365428 -0.0014200832030421776 -0.0043792982447881709 0.011698306728618114 -0.018176041404416175 -0.0015258786795046418 0.0014119864498541295 0.011426568688094512 0.01026765286595523 0.0047586511241370531 0.0091636170853099108 -0.0045923762708695139 0.0051092154002527427 0.00088656665858314894 0.0051369018819389404
leaf_weight=56 90 56 58 53 62 186 52 55 60 98 62 96 67 1484 95 64 58 163 52
leaf_count=56 90 56 58 53 62 186 52 55 60 98 62 96 67 1484 95 64 58 163 52
internal_value=0 0.00377155 0.00360825 0.00191706 0.00127765 -0.000197821 -0.00266519 0.00156629 -0.0117865 0.0039021 0.00518158 0.00750817 0.00431477 0.00410632 0.00433632 0.00407607 5.12975e-06 0.00437653 0.000771908
internal_weight=0 2877 2821 832 779 565 353 241 112 212 214 158 1989 1922 1864 1769 122 1647 150
internal_count=2967 2877 2821 832 779 565 353 241 112 212 214 158 1989 1922 1864 1769 122 1647 150
is_linear=0
shrinkage=0.16829


Tree=7224
num_leaves=32
num_cat=0
split_feature=12 2 2 2 15 2 2 15 15 15 52 15 52 15 12 159 12 15 12 12 484 2 156 12 43 2 12 2 15 2 12
split_gain=7.15891 2.36727 2.21372 1.72868 0.759584 0.759147 0.63466 0.561474 0.35833 0.351881 0.285776 0.250525 0.241024 0.17002 0.264265 0.147113 0.184232 0.180765 0.120604 0.163489 0.120005 0.111163 0.109835 0.106784 0.0612104 0.0464283 0.0390107 0.0431228 0.0342831 0.0212811 0.00191479
threshold=0.056995000000000011 0.10859000000000001 0.13631000000000001 0.072175000000000017 -1.0000000180025095e-35 0.14253500000000002 0.094905000000000017 -0.24211499999999997 0.037885000000000009 0.084270000000000012 0.047800000000000009 -0.19153499999999998 -0.011964999999999998 0.091285000000000019 0.084565000000000015 0.082200000000000009 0.11431500000000001 -0.071844999999999978 0.085945000000000008 0.090805000000000011 0.084695000000000006 0.123795 0.11538000000000002 0.090535000000000018 -0.013934999999999998 0.094580000000000011 0.092825000000000005 0.097110000000000016 -0.023589999999999996 0.088855000000000003 -0.064689999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 7 6 10 -5 -1 11 24 21 -2 -9 14 -11 16 20 29 -16 -20 22 -3 -13 -15 -10 -6 -25 -28 -22 -17 -7
right_child=2 5 -4 4 25 30 -8 12 9 13 -12 15 -14 23 18 17 -18 -19 19 -21 28 -23 -24 26 -26 -27 27 -29 -30 -31 -32
leaf_value=0.00023614526112113873 0.0011337026519855093 0.00035511444172084389 0.00039131970665527439 0.00097246547542735801 0.0011999966584948626 0.00013344721007355192 0.00058222859869271515 0.00047807316690070531 0.0012913196681557475 0.00084657399720070047 0.00070388890122087501 0.00088915453652353108 0.00077266403351494586 0.0010610026671653628 0.0012171108042902329 0.0010494643474594834 0.0007228641251955753 0.00089891030472890557 0.0010098622100213185 0.0011672441353984078 0.0010855900110364055 0.0005366341315975391 0.0010360355747419214 0.00084762545735095167 0.0011272668581108216 0.0010533600726671869 0.0009770203556347559 0.00088168476581077719 0.00096001872815396441 0.0011575648849326699 0.0001679055437931116
leaf_weight=61 71 101 71 90 52 54 93 62 53 62 53 574 61 92 63 52 56 88 255 106 57 60 65 59 59 57 193 85 56 54 52
leaf_count=61 71 101 71 90 52 54 93 62 53 62 53 574 61 92 63 52 56 88 255 106 57 60 65 59 59 57 193 85 56 54 52
internal_value=0 0.000599226 0.000965203 0.000746848 0.00090485 0.000379528 0.000774341 0.000495915 0.000984589 0.00102902 0.000492716 0.000942029 0.000624458 0.00100742 0.00105044 0.000928412 0.000908389 0.00101162 0.00108017 0.00105617 0.000922157 0.00042298 0.000904151 0.000958592 0.00120521 0.00112364 0.00093053 0.000947998 0.00102367 0.00110487 0.000150684
internal_weight=0 796 2171 476 292 320 183 184 2100 1027 214 1073 123 915 486 1002 808 194 424 361 752 161 639 429 112 109 337 278 113 106 106
internal_count=2967 796 2171 476 292 320 183 184 2100 1027 214 1073 123 915 486 1002 808 194 424 361 752 161 639 429 112 109 337 278 113 106 106
is_linear=0
shrinkage=0.0032998


Tree=7225
num_leaves=17
num_cat=0
split_feature=4 40 48 457 14 14 40 147 4 43 151 124 4 40 11 4
split_gain=10.2147 3.44362 0.880404 0.878188 1.03244 0.732327 0.608775 0.591753 0.587396 0.823991 0.597333 0.508815 0.398671 0.222753 0.115499 0.0524435
threshold=0.31392000000000003 -0.034699999999999988 0.092265000000000014 0.11129500000000002 0.073890000000000011 -0.45687499999999998 0.0023950000000000004 0.074865000000000015 -0.46195999999999998 -1.0000000180025095e-35 -0.00016499999999999997 -0.076779999999999987 0.043640000000000005 -0.073884999999999992 0.079225000000000004 0.5567700000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 4 6 -2 8 13 14 12 -11 -1 -10 -7 -3 -15
right_child=5 3 -4 -5 -6 7 -8 -9 9 10 -12 -13 -14 15 -16 -17
leaf_value=0.00063136297056252608 0.00081173955198315679 0.0014323583781593882 0.00036323510617087878 0.00071004227789682266 0.0014911922155139686 0.00015367407407023271 0.00077597637580784518 0.00069459452055277611 0.0011888163683852176 0.00076253720624839215 0.0010618517989339487 0.0010313238803339492 0.0010350840197841066 0.00044052447552909491 0.0012356572941214009 0.0003094231879379274
leaf_weight=70 60 77 64 53 89 60 53 61 1222 85 538 70 221 95 64 55
leaf_count=70 60 77 64 53 89 60 53 61 1222 85 538 70 221 95 64 55
internal_value=0 0.00109687 0.000684831 0.00113185 0.00114135 0.000481281 0.00112756 0.000407987 0.00113599 0.00112182 0.00102107 0.000831595 0.0011653 0.000324567 0.00134333 0.000392689
internal_weight=0 2606 204 2402 2349 331 2260 271 2207 2066 623 140 1443 210 141 150
internal_count=2937 2606 204 2402 2349 331 2260 271 2207 2066 623 140 1443 210 141 150
is_linear=0
shrinkage=0.0032998


Tree=7226
num_leaves=24
num_cat=0
split_feature=2 3 0 42 3 1 42 130 52 157 2 12 16 481 34 13 1 1213 2 51 2 16 13
split_gain=0.39747 0.163907 0.214349 0.203653 0.195522 0.24348 0.174358 0.132146 0.168853 0.12957 0.168923 0.25352 0.146748 0.143372 0.105284 0.0995464 0.0989556 0.0945477 0.0810943 0.077313 0.0767941 0.0609539 0.050372
threshold=0.25063000000000007 -0.081224999999999978 -0.050249999999999996 0.11466000000000001 0.11391500000000002 0.11277000000000001 0.11466000000000001 0.10797500000000002 0.042815000000000006 -0.090294999999999986 0.10121500000000001 0.089035000000000017 0.22339500000000004 -0.077329999999999996 -0.05547499999999999 -0.081224999999999978 0.10054 0.060985000000000004 0.084450000000000011 -0.070154999999999981 0.10179000000000001 -0.39761999999999992 -0.059629999999999996
decision_type=2 2 2 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 6 -6 7 8 14 -1 13 -12 -13 18 -3 -10 17 -15 -11 -4 -21 -7 -8
right_child=-2 2 19 -5 5 21 22 -9 15 10 11 12 -14 16 -16 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.012364157492817125 -0.0096208602655735772 -0.0046028128756475193 0.011708680448006815 0.016008757423273762 -0.011999306854753339 -0.0029960901152680922 0.00038285682670412849 -0.0035939040081081368 0.0040790327284878618 -0.0048169735876514531 -0.0075536495262682702 -0.0010159615809577853 0.011424658969495637 0.0053054197807682292 0.0033390094066960557 0.0098273576336269479 0.012880626667694305 0.010548931881741521 0.0042627255191142882 0.0017698251434891364 0.0094537000617675483 0.0044914669951472298 -0.0069586791920477724
leaf_weight=71 58 52 91 53 56 53 52 62 153 52 72 52 55 795 503 197 63 112 60 78 71 73 53
leaf_count=71 58 52 91 53 56 53 52 62 153 52 72 52 55 795 503 197 63 112 60 78 71 73 53
internal_value=0 0.00444085 0.00321553 0.00576132 0.00233163 -0.00276306 0.00319826 0.00390634 0.00442216 0.00535222 0.004956 0.000156817 0.00536196 0.00574828 0.00259167 0.00731965 0.00640656 0.00595489 3.111e-05 0.00782643 0.00544333 0.00132768 -0.00330576
internal_weight=0 2879 1494 1385 1254 182 1072 967 905 1332 1261 179 107 1082 555 350 970 907 112 240 149 126 105
internal_count=2937 2879 1494 1385 1254 182 1072 967 905 1332 1261 179 107 1082 555 350 970 907 112 240 149 126 105
is_linear=0
shrinkage=0.16829


Tree=7227
num_leaves=28
num_cat=0
split_feature=3 2 2 2 2 2 52 43 15 1212 52 15 1212 2 133 2 3 15 16 52 47 47 15 16 3 48 16
split_gain=5.00359 1.4231 1.29026 1.10467 0.934218 0.581466 0.569007 0.381107 0.34664 0.281405 0.270372 0.248737 0.191778 0.190063 0.18561 0.262625 0.259246 0.168263 0.158521 0.154477 0.128642 0.201044 0.199377 0.207731 0.172241 0.0979927 0.0385276
threshold=-0.066229999999999997 0.14561000000000004 -1.0000000180025095e-35 0.10251500000000001 0.12068000000000001 0.079770000000000021 0.047800000000000009 0.024055000000000003 0.11883000000000001 -0.0087749999999999981 -0.0037699999999999995 -1.0000000180025095e-35 -0.16506999999999997 0.11366500000000002 -0.043354999999999998 0.090020000000000017 -0.080349999999999991 -0.10271999999999999 -0.085454999999999989 -0.072664999999999993 0.080860000000000015 0.091680000000000011 -0.040769999999999994 -0.010034999999999999 -0.10175499999999998 0.095090000000000022 -0.083144999999999983
decision_type=2 2 2 2 2 2 2 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 5 7 -4 10 8 9 12 13 19 -1 -5 16 -16 -9 -2 -3 -7 22 -22 24 -24 -11 -23 -8
right_child=1 18 3 6 -6 11 26 14 -10 20 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 21 25 23 -25 -26 -27 -28
leaf_value=0.00097524856625258384 0.00030588200125401143 0.00018233161539020772 0.00064153999880699967 0.00076765120785135912 0.00057915651035361413 0.0010410106119901272 0.00076073886642470201 0.001022759373132111 0.00069902808010262113 0.00070426629724065055 0.00040018625553206623 0.0011355956932739193 0.0012271541646105126 0.00051697357363478247 0.00088671295183819952 0.00058147976470280377 0.00075478195788050836 0.00052377771933282086 0.00041534420049510245 0.0008094662557094817 0.0012086558726220227 0.00090486955405742167 0.0010077280445224147 0.00090143688203828901 0.00090826804273210664 0.0010890251102905067 0.00089631511794202394
leaf_weight=62 76 57 70 61 81 54 52 91 54 55 97 81 76 75 62 63 72 81 74 82 55 94 587 318 303 52 52
leaf_count=62 76 57 70 61 81 54 52 91 54 55 97 81 76 75 62 63 72 81 74 82 55 94 587 318 303 52 52
internal_value=0 0.000632994 0.000686417 0.000753763 0.000927507 0.000904486 0.000625298 0.000942004 0.000961407 0.000970229 0.000534284 0.000989145 0.00111423 0.000629669 0.000830314 0.000733157 0.000904605 0.000418524 0.000314226 0.000901662 0.000956631 0.00103599 0.000943974 0.000970418 0.000877025 0.000970701 0.000828866
internal_weight=0 912 781 624 2025 287 337 1944 1656 1602 233 217 138 136 288 125 163 157 131 136 1464 201 1263 905 358 146 104
internal_count=2937 912 781 624 2025 287 337 1944 1656 1602 233 217 138 136 288 125 163 157 131 136 1464 201 1263 905 358 146 104
is_linear=0
shrinkage=0.0032998


Tree=7228
num_leaves=21
num_cat=0
split_feature=10 1 147 43 1 1 4 481 0 16 16 3 1 52 16 3 16 376 16 16
split_gain=0.401675 0.273977 0.191622 0.121096 0.180043 0.154699 0.113426 0.327324 0.226464 0.138287 0.161972 0.116016 0.162709 0.104392 0.166456 0.0850603 0.112499 0.109131 0.0723917 0.0475894
threshold=-0.063134999999999983 0.13332000000000002 0.092645000000000019 0.018455000000000003 0.10910500000000002 0.080320000000000016 -0.080414999999999986 -0.051484999999999996 -0.092134999999999981 0.11160500000000002 -0.074254999999999988 0.10766000000000002 0.11477000000000001 0.10400000000000002 -0.079854999999999982 -0.15105999999999997 -0.50942999999999994 0.084770000000000026 0.26768500000000006 -0.116045
decision_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 13 7 -2 -9 10 -10 15 -13 14 19 -8 -17 -18 -11 -5
right_child=2 -3 -4 4 -6 -7 11 8 9 18 -12 12 -14 -15 -16 16 17 -19 -20 -21
leaf_value=0.002346650794773128 -0.0036221166651423387 -0.013925058427484848 -0.0037209341698503239 0.0050504146658357169 0.011412433563808612 -0.0049050676460626417 -0.0018107035486110055 0.018045036268510509 0.0072054169489749889 0.016521753605708893 -0.0010430098489953982 -0.0072477529706770471 0.004640543231167798 -0.0023526629448724712 0.011308157177805494 0.012797603316721721 0.0051297065227561799 -0.0020781473184047598 0.0087847201071642542 -0.001490840870876906
leaf_weight=60 74 57 78 54 52 98 52 60 351 54 83 56 78 78 73 52 1291 62 99 75
leaf_count=60 74 57 78 54 52 98 52 60 351 54 83 56 78 78 73 52 1291 62 99 75
internal_value=0 -0.00556524 0.00449131 0.00472557 0.00212523 0.000842877 0.00520842 0.00696374 0.00817726 0.00716557 0.00562381 0.00441183 -0.000314293 0.00286107 0.00488319 0.00484772 0.00509543 0.00479809 0.0115272 0.00123343
internal_weight=0 117 2820 2742 430 378 2312 721 647 587 434 1591 134 280 202 1457 1405 1353 153 129
internal_count=2937 117 2820 2742 430 378 2312 721 647 587 434 1591 134 280 202 1457 1405 1353 153 129
is_linear=0
shrinkage=0.16829


Tree=7229
num_leaves=28
num_cat=0
split_feature=1 3 3 1 10 3 1 1 43 133 10 159 3 49 3 133 1429 1 159 3 11 3 159 49 3 3 1
split_gain=15.991 2.8491 2.3652 1.50268 1.15969 0.538162 0.514114 0.480701 0.461131 0.343806 0.326753 0.327592 0.277181 0.236356 0.209417 0.181506 0.179662 0.182941 0.265171 0.258279 0.554007 0.169909 0.142553 0.140533 0.13357 0.10731 0.174106
threshold=0.10921500000000002 -0.066229999999999997 -0.046079999999999989 0.08776500000000001 -0.00189 -0.0031199999999999995 0.079225000000000004 0.121715 0.041625000000000002 -0.043354999999999998 1.0000000180025095e-35 0.087930000000000022 -0.0042999999999999991 0.12001000000000002 -0.080349999999999991 0.070495000000000016 0.087975000000000012 0.086005000000000012 -0.01444 -0.087414999999999979 0.082770000000000024 -0.14186499999999996 -0.08860999999999998 -1.0000000180025095e-35 -0.082824999999999982 0.0098450000000000013 0.13148500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 8 6 -3 -5 12 -2 13 14 11 25 -4 16 -10 -11 17 18 22 20 -19 -20 -1 -7 -21 -6 -27
right_child=1 4 3 5 10 23 -8 -9 9 15 -12 -13 -14 -15 -16 -17 -18 19 21 24 -22 -23 -24 -25 -26 26 -28
leaf_value=0.001280130830926682 0.0011052554563184857 0.00011819808054541034 0.0012321308218221226 0.00060403739633640779 0.00077859338616908407 0.00082955165216518577 0.0014198709438845408 0.00071155642241187915 0.0013515798916507676 0.00086492538362498313 0.00030003724624095846 0.00037840157968570877 0.00092563170508749252 0.0010986255388879204 0.0011226891963149179 0.0011295471365437297 0.0014651402798595353 0.00092147615241650342 0.0015163175138609003 0.0014248095721972396 0.0013544233462030463 0.0013191694494508639 0.001100952415575568 0.0010470768573010471 0.0012403884148489369 0.00047308997999923345 0.0007205480613142035
leaf_weight=110 100 94 63 89 58 69 73 52 87 57 52 61 69 74 94 60 66 78 53 60 56 887 95 66 187 60 67
leaf_count=110 100 94 63 89 58 69 73 52 87 57 52 61 69 74 94 60 66 78 53 60 56 887 95 66 187 60 67
internal_value=0 0.000587112 0.00121402 0.000991667 0.000438244 0.000804357 0.00119617 0.000970801 0.00126257 0.00114194 0.00053908 0.000589466 0.00107218 0.00128412 0.0012329 0.00100093 0.00129272 0.00128524 0.00130653 0.00122118 0.00110267 0.00133032 0.00119727 0.000936158 0.00128533 0.00065887 0.000603916
internal_weight=0 544 2393 429 392 224 205 152 1964 298 298 246 132 1666 181 117 1592 1526 1145 381 134 940 205 135 247 185 127
internal_count=2937 544 2393 429 392 224 205 152 1964 298 298 246 132 1666 181 117 1592 1526 1145 381 134 940 205 135 247 185 127
is_linear=0
shrinkage=0.0032998


Tree=7230
num_leaves=16
num_cat=0
split_feature=15 15 160 474 1373 16 160 4 10 11 43 43 4 158 42
split_gain=0.271773 0.17833 0.153038 0.146688 0.132268 0.121004 0.129695 0.119266 0.094929 0.0972745 0.093685 0.0924621 0.0865228 0.0797985 0.066984
threshold=-0.26361999999999991 -0.19631499999999999 0.057440000000000012 -0.084054999999999977 0.078175000000000008 0.064455000000000012 0.086035000000000014 0.51395000000000002 -0.013164999999999998 0.086175000000000015 -0.077449999999999977 -1.0000000180025095e-35 -0.35269999999999996 0.084710000000000021 0.073240000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 8 6 -4 11 -5 12 14 -1 -10 -12 -8
right_child=1 2 5 4 -6 -7 10 -9 9 -11 13 -13 -14 -15 -16
leaf_value=-0.003404142954737348 0.01218824812916787 0.010663681500158806 0.015217008498662112 -0.0023449770113076218 -0.0048451952813751793 0.0014050049079221069 -0.00067196446212856593 -0.0057978244094289925 0.0085274061131325914 -0.0018693723712992253 0.013616705834433999 0.0056669574404732874 0.003884654299954533 0.0051790229583206513 0.007124275898765845
leaf_weight=54 85 85 70 70 52 79 55 100 122 78 78 77 1831 55 71
leaf_count=54 85 85 70 70 52 79 55 100 122 78 78 77 1831 55 71
internal_value=0 0.0045891 0.00434431 0.00379618 0.00352422 0.00734655 0.00876778 -0.00141667 0.00373222 0.00394256 0.00701781 0.00191401 0.0041756 0.0101409 0.0037069
internal_weight=0 2731 2646 2238 2153 408 329 231 2101 2031 259 131 1953 133 126
internal_count=2962 2731 2646 2238 2153 408 329 231 2101 2031 259 131 1953 133 126
is_linear=0
shrinkage=0.16829


Tree=7231
num_leaves=24
num_cat=0
split_feature=4 40 12 4 12 4 49 150 49 4 16 4 51 10 12 160 12 16 151 1456 16 16 4
split_gain=12.1396 2.62616 0.796139 0.958291 0.846493 0.556598 0.455732 0.446895 0.357404 0.351703 0.310979 0.23204 0.208467 0.137601 0.131792 0.12817 0.154661 0.126295 0.121788 0.118213 0.115579 0.07166 0.0344546
threshold=0.31392000000000003 -0.027374999999999997 0.056995000000000011 -0.37626499999999991 0.091545000000000015 -0.14088999999999999 -0.0086549999999999978 0.088040000000000021 -0.0087399999999999995 -0.0058699999999999994 -0.54150999999999994 0.043640000000000005 0.096130000000000007 -1.0000000180025095e-35 0.083400000000000016 -0.074049999999999991 -0.042789999999999988 0.41580500000000004 -0.085764999999999994 -0.090374999999999997 -0.09583499999999999 -0.10750499999999999 -0.0062699999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -4 -1 9 -6 -5 -2 12 17 -12 -7 -15 -17 -10 -16 -20 -11 -13 -8
right_child=10 2 4 7 8 14 22 -9 11 20 13 21 -14 15 18 16 -18 -19 19 -21 -22 -23 -24
leaf_value=0.00034134314089861534 0.00040700248519641782 0.0010599461525985952 0.0012726165057217185 0.00057981514876850339 0.00060611345035836164 0.0011091200505451632 0.00072425786051342751 0.00043326063181087991 0.00090815694837173024 0.00097498413297894982 4.0698707779740599e-06 0.00085032889785631211 0.00075550267116523701 0.00031349090622608981 0.00085114201174901511 1.0620549069242218e-05 0.00023141927915181892 0.0010769952546053172 0.00082592518661683194 0.00098511367074496773 0.00077328469523818067 0.00069675470917717733 0.00059750539741473591
leaf_weight=92 65 94 73 87 59 76 52 65 517 52 55 57 95 64 100 62 79 56 57 873 86 93 53
leaf_count=92 65 94 73 87 59 76 52 65 517 52 55 57 95 64 100 62 79 56 57 873 86 93 53
internal_value=0 0.000878585 0.000908193 0.000769748 0.000934033 0.000991969 0.000511691 0.000675563 0.000856107 0.000745405 0.000202535 0.000874095 0.000900707 0.000151283 0.000973413 0.000190607 0.00013458 0.000924719 0.000963366 0.000975395 0.000849543 0.000755348 0.000660614
internal_weight=0 2637 2440 384 2056 1179 197 290 877 225 325 818 668 260 1106 205 141 573 1030 930 138 150 105
internal_count=2962 2637 2440 384 2056 1179 197 290 877 225 325 818 668 260 1106 205 141 573 1030 930 138 150 105
is_linear=0
shrinkage=0.0032998


Tree=7232
num_leaves=13
num_cat=0
split_feature=15 15 2 4 16 4 47 2 151 3 3 51
split_gain=0.224702 0.124231 0.0973987 0.0843934 0.0745115 0.0717442 0.0704276 0.161548 0.0917612 0.073997 0.0663877 0.0158069
threshold=-0.26361999999999991 -0.22805999999999996 0.15205000000000002 0.51395000000000002 0.41580500000000004 0.50666500000000003 0.118245 -0.084369999999999987 -0.22597499999999995 -0.0048549999999999991 -0.075579999999999994 -0.17370999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 6 -1 7 -3 -9 -10 11 -6
right_child=1 2 -4 -5 10 -7 -8 8 9 -11 -12 -13
leaf_value=-0.0015354230625499472 0.011468788769696944 -0.0038365799854043585 -0.0021967836660657498 -0.0046912664863856908 0.0069477555981417305 0.0064317711984044432 0.0089199410131828982 -0.0023967282145615503 0.004038284756313266 0.0069353029573700842 0.011392388160198488 0.0028867402908737002
leaf_weight=76 70 72 64 100 58 55 86 57 1900 290 79 55
leaf_count=76 70 72 64 100 58 55 86 57 1900 290 79 55
internal_value=0 0.00445536 0.00427019 -0.00100464 0.00443026 0.00179587 0.00417391 0.00399713 0.00424894 0.00442273 0.00763194 0.00498705
internal_weight=0 2731 2661 231 2597 131 2405 2319 2247 2190 192 113
internal_count=2962 2731 2661 231 2597 131 2405 2319 2247 2190 192 113
is_linear=0
shrinkage=0.16829


Tree=7233
num_leaves=27
num_cat=0
split_feature=1 52 1 124 3 3 3 156 1 40 0 52 150 14 0 49 52 52 1 1375 1 52 1 43 52 0
split_gain=40.7888 6.73824 3.77883 3.18412 1.7314 2.07924 1.36975 0.888419 0.805113 0.734827 0.611764 0.653471 0.53674 0.486221 0.682957 0.289758 0.275384 0.230454 0.203792 0.170839 0.143632 0.104493 0.0905902 0.0864274 0.0827712 0.0770779
threshold=0.10557500000000002 -0.24841999999999997 0.13300500000000001 -0.082389999999999977 -0.031895 -0.083414999999999975 -0.072649999999999978 0.07881500000000001 0.15314500000000003 -0.025204999999999995 -0.061204999999999989 -0.26876499999999998 0.083435000000000023 0.073890000000000011 -0.098064999999999986 0.088805000000000009 0.024870000000000003 0.084050000000000014 0.11366000000000001 0.081685000000000021 0.085780000000000009 -0.022529999999999998 0.12156000000000002 0.0015200000000000003 0.14295500000000003 -0.082844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 5 -3 10 12 9 -4 13 -12 17 14 16 19 -5 21 -6 -16 -9 -8 -20 -23 -19 -17
right_child=1 2 8 6 18 -7 7 20 -10 -11 11 -13 -14 -15 15 25 -18 24 22 -21 -22 23 -24 -25 -26 -27
leaf_value=0.0012376342653897217 0.0018512026440224152 0.00090937409801601892 0.00029458623728880227 0.0015318033118945841 0.00091702064913512656 0.0016722273952807498 0.0017410127404037636 0.002131492805415333 9.7702846564826548e-05 0.00075719680306829352 0.0019870321569807406 0.001527786588622927 0.0013479935371819944 0.0022101570339554044 0.0019631269926292712 0.0017583506388258808 0.001851716696547966 0.0019066362924310657 0.00060411501816322875 0.002115654939827764 0.001879002724551742 0.0014952463198725035 0.00079909832120125834 0.0016803353586690108 0.001741398074168255 0.0019178466056667708
leaf_weight=86 75 84 64 59 91 73 69 53 54 91 59 82 52 76 1132 96 63 62 54 93 54 73 55 53 96 63
leaf_count=86 75 84 64 59 91 73 69 53 54 91 59 82 52 76 1132 96 63 62 54 93 54 73 55 53 96 63
internal_value=0 0.000921432 0.000798167 0.00186189 0.00100454 0.0012643 0.0018859 0.00173536 0.000445478 0.000566411 0.00193061 0.0017202 0.00166419 0.00194934 0.00193616 0.00195719 0.00169729 0.00171067 0.00080046 0.00197474 0.0020044 0.00163288 0.000702824 0.00157338 0.00180646 0.00182177
internal_weight=0 641 566 2321 357 157 2235 512 209 155 1723 141 405 1582 1506 1384 122 353 200 1225 107 195 109 126 158 159
internal_count=2962 641 566 2321 357 157 2235 512 209 155 1723 141 405 1582 1506 1384 122 353 200 1225 107 195 109 126 158 159
is_linear=0
shrinkage=0.0032998


Tree=7234
num_leaves=24
num_cat=0
split_feature=4 12 13 43 12 12 43 0 4 0 157 12 157 12 0 42 12 42 0 13 0 12 133
split_gain=10.8429 3.20928 1.01382 0.966229 0.925179 0.584498 0.583413 0.452787 0.392094 0.333697 0.247901 0.23411 0.182551 0.174992 0.143784 0.127578 0.121668 0.133977 0.117061 0.109461 0.0896439 0.174858 0.0667209
threshold=0.31392000000000003 0.056995000000000011 -0.27740999999999993 -0.030594999999999994 0.14472000000000004 -0.042789999999999988 -0.116045 -0.14920999999999998 0.053330000000000009 -0.105195 -0.0042999999999999991 0.091545000000000015 -0.060134999999999994 -0.088999999999999982 -0.073574999999999988 0.085585000000000008 0.10134500000000002 0.084895000000000012 -0.076384999999999995 -0.095139999999999988 -0.15445999999999996 -0.014854999999999998 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 7 15 -4 -3 11 -7 -5 14 -13 -8 19 -2 17 -10 -14 -9 -12 -22 -19
right_child=5 4 3 10 -6 9 13 8 16 -11 20 12 18 -15 -16 -17 -18 22 -20 -21 21 -23 -24
leaf_value=0.00012871654495851586 -0.00016975907021486871 0.0010808416927960587 0.00065441206871062968 0.00083700049699177604 0.00035692749251444253 0.00036468970466950663 0.0003751566280289133 0.0007048641665143116 0.0005854011025349671 8.1347080942172539e-05 0.00071607165296355484 0.00061736280345607629 0.00083723301301578512 0.00013370066178826527 0.0010161214525864727 2.7631863041935687e-05 0.00053934139437453502 0.00070213087902351113 0.00074256080149431186 0.00084443390128304268 0.00072497314362536568 0.00048209192715720277 0.0008658707609047456
leaf_weight=67 66 63 58 81 52 88 67 69 61 94 74 83 267 65 52 77 61 62 334 924 52 90 55
leaf_count=67 66 63 58 81 52 88 67 69 61 94 74 83 267 65 52 77 61 62 334 924 52 90 55
internal_value=0 0.000733369 0.000509974 0.000562354 0.000792767 9.44557e-05 0.000378171 0.000803908 0.000795025 0.000218541 0.000680064 0.000812438 0.000764427 0.000256525 0.000843829 -6.32253e-05 0.000668912 0.000713118 0.000784678 0.000834771 0.000621049 0.000571282 0.000779404
internal_weight=0 2637 554 487 2083 325 190 2031 1968 182 297 1729 684 132 1045 143 239 178 601 993 216 142 117
internal_count=2962 2637 554 487 2083 325 190 2031 1968 182 297 1729 684 132 1045 143 239 178 601 993 216 142 117
is_linear=0
shrinkage=0.0032998


Tree=7235
num_leaves=23
num_cat=0
split_feature=2 12 33 47 47 447 159 12 49 1211 394 2 12 1 1447 43 3 47 1 12 47 3
split_gain=0.259202 0.330811 0.145459 0.125306 0.237778 0.1129 0.124483 0.259868 0.10889 0.099763 0.107912 0.0717473 0.0858651 0.19248 0.0590207 0.0563332 0.0506144 0.0495775 0.0491393 0.0630097 0.0348537 0.0300565
threshold=0.10633000000000002 -0.10063999999999999 0.085800000000000015 0.094695000000000015 0.079525000000000012 0.085135000000000016 -0.022294999999999995 0.084735000000000019 0.14255500000000002 0.11236000000000002 -0.081934999999999994 0.15205000000000002 0.090745000000000006 0.11215000000000001 -0.083249999999999977 -0.085079999999999975 -0.020759999999999997 0.10664500000000002 0.099960000000000007 0.10134500000000002 0.088995000000000005 0.11269500000000002
decision_type=2 2 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 10 -8 12 13 16 -9 -5 -3 -17 19 -14 -6 -15
right_child=1 8 -4 15 20 -7 9 14 -10 -11 -12 -13 18 21 -16 17 -18 -19 -20 -21 -22 -23
leaf_value=-0.0061938841905264629 0.015791112825125585 -0.0069430554620803411 -0.0017192150798458739 0.0079565340824007992 0.018565139397308056 0.00014501542644011452 0.0034325181743804947 0.011498971135840119 -0.0051952622703531782 0.0011686785119803579 0.0087411498314392214 -0.0019180537021263322 0.011118099379807674 0.003298596990408006 0.0050555708050144194 -0.0017763858411259561 -0.00017066143283463997 0.0042686413222570458 0.0017581751849823309 0.0045641413420247096 0.012292773870385151 0.0085091057283077833
leaf_weight=55 55 56 52 56 53 62 119 56 52 58 1373 77 74 61 151 66 72 91 60 98 53 68
leaf_count=55 55 56 52 56 53 62 119 56 52 58 1373 77 74 61 151 66 72 91 60 98 53 68
internal_value=0 0.00327892 0.00704995 0.0072587 0.00767665 0.00723623 0.00747788 0.00407126 0.00216247 0.00805255 0.00831894 0.00284162 0.00359477 0.00146669 0.00680739 0.00336512 -0.00314762 0.00171598 0.00594444 0.00739431 0.0154459 0.00605915
internal_weight=0 673 2245 2193 1980 1874 1812 262 618 1550 1492 566 489 257 207 213 128 157 232 172 106 129
internal_count=2918 673 2245 2193 1980 1874 1812 262 618 1550 1492 566 489 257 207 213 128 157 232 172 106 129
is_linear=0
shrinkage=0.16829


Tree=7236
num_leaves=23
num_cat=0
split_feature=1 155 4 1 11 47 51 47 4 4 475 1456 160 1 4 4 4 1212 1 13 4 132
split_gain=12.5422 1.81366 1.19515 0.912205 0.599911 0.502752 0.426881 0.369684 0.329086 0.396284 0.371609 0.326473 0.297682 0.2232 0.205985 0.319496 0.189334 0.18467 0.150754 0.138196 0.127678 0.091745
threshold=0.10442000000000001 0.09198000000000002 0.25367000000000006 0.12419000000000001 1.0000000180025095e-35 0.087850000000000025 -0.089214999999999989 0.11230000000000001 -0.14088999999999999 -0.069389999999999993 -0.084169999999999981 -0.085234999999999991 -0.077899999999999983 0.10801000000000001 0.043640000000000005 -0.035849999999999993 0.51973500000000017 0.11473500000000002 0.086215000000000014 -0.099244999999999986 0.028075000000000006 -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
left_child=2 3 4 5 6 12 14 16 -8 17 -11 -12 -2 -14 15 -1 19 21 -6 -5 -15 -10
right_child=1 -3 -4 7 18 -7 8 -9 9 10 11 -13 13 20 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0010317700601037176 0.00091777244775192535 0.0012573812368746253 0.00084815905363041936 0.00026216614174515856 0.0015542745913804102 0.00099435712665574142 0.001044230732130657 0.00075941448091503124 0.0014385646551511133 0.0013991268945336012 0.0014336331265383557 0.0011675641652405767 0.00046135545725005666 0.00081531902950462715 0.00093498818168556198 0.0013149809748366883 0.00060555831166102865 0.0011311537087738332 0.0013240209548996955 0.00046724851660224332 0.00060941479193604795 0.0013122052180556869
leaf_weight=103 53 60 89 57 76 84 88 55 77 101 55 784 57 66 66 78 66 60 58 101 70 614
leaf_count=103 53 60 89 57 76 84 88 55 77 101 55 784 57 66 66 78 66 60 58 101 70 614
internal_value=0 0.000709365 0.00122416 0.000655316 0.00123964 0.000772958 0.00122538 0.000516043 0.00124338 0.00125372 0.00120809 0.00118505 0.000697215 0.000636465 0.00109563 0.00115401 0.000456129 0.00131079 0.00145488 0.000393486 0.000709598 0.00132634
internal_weight=0 669 2249 609 2160 330 2026 279 1779 1691 940 839 246 193 247 181 224 751 134 158 136 691
internal_count=2918 669 2249 609 2160 330 2026 279 1779 1691 940 839 246 193 247 181 224 751 134 158 136 691
is_linear=0
shrinkage=0.0032998


Tree=7237
num_leaves=29
num_cat=0
split_feature=1 0 13 1204 1 1456 133 42 403 52 3 13 133 3 3 0 2 13 130 15 15 13 133 15 0 2 48 43
split_gain=0.239745 0.17629 0.153063 0.186513 0.169358 0.169339 0.192607 0.17646 0.166924 0.165793 0.143947 0.20766 0.131437 0.116208 0.149554 0.104268 0.0950193 0.0905119 0.0826739 0.0824604 0.131783 0.0816034 0.0789332 0.100016 0.0764638 0.0759988 0.0639465 0.0311294
threshold=0.086005000000000012 -0.23215999999999995 -0.077274999999999996 -0.082759999999999986 0.078320000000000015 0.087065000000000017 0.052120000000000007 0.087665000000000007 0.085340000000000013 0.10400000000000002 0.41720500000000005 -0.15325499999999995 0.017095000000000003 0.084670000000000009 -0.0088549999999999983 -0.105195 -0.0011799999999999998 -0.087074999999999986 -1.0000000180025095e-35 0.062230000000000008 0.089025000000000007 -0.0040999999999999986 0.40658000000000005 -0.087984999999999994 -0.085719999999999977 -0.084369999999999987 0.088005000000000014 0.0044550000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 8 6 19 17 9 22 11 15 -11 14 18 -3 -16 -8 -13 27 -21 -10 23 -5 -19 -20 -15 -1
right_child=1 10 3 4 -6 -7 7 -9 21 12 -12 13 -14 26 16 -17 -18 24 25 20 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0058369550913906524 -0.0046415308561929495 0.0020133472070301859 0.013714581643947669 0.0097751700397912689 0.012621946916313673 0.0011136459472938693 0.014483635888608633 0.019154364031888273 0.0050117511469267304 -0.0081551596820723226 0.013367583814734013 0.00066533831466057973 0.0025862936718321172 0.0065947486319618519 0.004437177011071141 -0.0075949845205024362 -0.0049183090947640231 0.003735416103521827 0.011555826861802738 0.013529476840572747 0.0042177248336459378 0.013687267783998158 0.01022964051868518 0.0027344277831280756 0.011378869431010059 0.0053511775384126941 0.014080390634521243 0.00040962498125515529
leaf_weight=73 60 76 79 68 78 67 97 91 55 57 52 98 74 80 53 55 73 70 62 95 80 72 63 369 81 632 56 52
leaf_count=73 60 76 79 68 78 67 97 91 55 57 52 98 74 80 53 55 73 70 62 95 80 72 63 369 81 632 56 52
internal_value=0 0.00425206 0.00732673 0.00588481 0.00514276 0.00919296 0.0100373 0.0127921 0.00437077 0.00324615 0.00468489 0.00430236 -0.00207375 0.00508825 0.00440451 -0.00200697 -0.000968806 0.0104503 0.00526162 0.00691835 0.00928294 0.0099443 0.00464355 0.00383412 0.00784744 0.00590807 0.00969028 0.00359356
internal_weight=0 1297 1621 915 836 706 639 339 758 631 1237 1185 131 1054 918 131 126 248 792 300 175 127 500 437 151 694 136 125
internal_count=2918 1297 1621 915 836 706 639 339 758 631 1237 1185 131 1054 918 131 126 248 792 300 175 127 500 437 151 694 136 125
is_linear=0
shrinkage=0.16829


Tree=7238
num_leaves=35
num_cat=0
split_feature=1 4 51 2 4 159 52 16 159 51 403 4 42 43 1204 1 42 3 16 483 3 1 10 42 4 42 16 13 1 1 12 12 16 16
split_gain=0.165979 0.154226 0.176388 0.172524 0.26972 0.142439 0.141689 0.254234 0.136198 0.126264 0.103518 0.147848 0.13828 0.200331 0.130514 0.127977 0.181698 0.112483 0.136595 0.125836 0.0891034 0.0881154 0.103502 0.0960429 0.150792 0.0907914 0.0859089 0.0849223 0.128015 0.11665 0.0624089 0.0570706 0.0566138 0.0388715
threshold=0.086005000000000012 -0.17568999999999999 -0.034094999999999993 0.093670000000000017 0.44128500000000004 0.10444500000000002 -0.054584999999999995 -0.28430999999999995 0.10708500000000001 -0.18513499999999997 -0.23730999999999999 -0.081244999999999998 0.081605000000000025 -0.11158 -0.082759999999999986 0.079805000000000015 -0.0022699999999999999 -0.078759999999999983 -0.097664999999999988 0.086150000000000018 0.094635000000000011 0.091915000000000011 0.057650000000000007 0.090705000000000022 -0.044384999999999987 0.086245000000000002 -0.53870999999999991 -0.052124999999999998 0.089370000000000019 0.088885000000000006 0.084485000000000018 0.097610000000000016 -0.0030649999999999996 -0.080789999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 8 6 -6 20 26 21 31 11 -11 14 -14 -12 16 30 18 -15 -20 -5 27 23 25 -25 -23 -8 29 -29 -3 -16 -1 33 -19
right_child=1 3 -4 4 5 -7 7 -9 -10 10 12 -13 13 17 15 -17 -18 32 19 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31 -32 -33 -34 -35
leaf_value=-0.0032689096830401383 0.0042148075234807901 0.0047945940466476546 0.016465870302088438 -0.0019918101212407749 0.011574658914404415 0.00014029815191597748 -0.0061253235948810717 -0.014971255146468999 -0.0037186027770088805 -0.0039860978853582547 0.011843757929480982 0.0064829730115474821 0.018161269155230971 0.015269830022788256 0.0099022754877812012 0.0105401199437878 -0.0031546354445689336 0.0032222423171670896 0.0090242360733315142 0.00063580741743615471 0.0070364780576549855 0.0077231625045680631 5.93805268068732e-05 0.0086447043156870941 -0.0019992513797733769 0.015432502266897017 0.0029035934727422927 0.00023319601701829242 0.011220197638933439 -0.0062220194937589665 0.0039538745752377901 0.0045030638335617065 -0.0005167917001084049 0.0091307271918248875
leaf_weight=55 91 52 53 74 73 54 55 56 53 62 73 99 57 84 60 79 100 68 342 60 53 163 61 93 63 60 65 63 58 57 317 52 52 61
leaf_count=55 91 52 53 74 73 54 55 56 53 62 73 99 57 84 60 79 100 68 342 60 53 163 61 93 63 60 65 63 58 57 317 52 52 61
internal_value=0 0.00353742 0.00873636 0.00288655 0.000212828 0.00672695 -0.00251158 -0.0056054 0.00447425 0.00609651 0.00649146 0.00244025 0.00697221 0.00856173 0.00513976 0.00425633 0.00321185 0.00773869 0.00907551 0.0077767 0.00176175 0.00512502 0.00652283 0.00755838 0.00433467 0.00980548 -0.00121969 0.00244314 0.00551454 -0.000949905 0.00490534 0.000491334 0.0041393 0.0060301
internal_weight=0 1297 144 1153 430 127 303 176 723 1621 1514 161 1353 724 629 556 477 667 486 402 127 670 440 379 156 223 120 230 121 109 377 107 181 129
internal_count=2918 1297 144 1153 430 127 303 176 723 1621 1514 161 1353 724 629 556 477 667 486 402 127 670 440 379 156 223 120 230 121 109 377 107 181 129
is_linear=0
shrinkage=0.16829


Tree=7239
num_leaves=27
num_cat=0
split_feature=2 123 16 2 0 0 42 10 2 0 11 0 16 0 42 2 0 0 2 156 0 2 42 16 0 2
split_gain=7.16824 3.66744 2.08842 0.84166 1.25398 0.842386 0.824498 0.623234 0.447944 0.873203 0.406195 0.388226 0.367945 0.514922 0.350596 0.314758 0.300963 0.285662 0.284306 0.272133 0.149576 0.141979 0.14083 0.0520698 0.0376015 0.0339195
threshold=0.14253500000000002 1.0000000180025095e-35 -0.27637999999999996 0.10134000000000001 -0.10028499999999999 -0.075914999999999996 0.079890000000000017 -0.36237499999999995 0.072175000000000017 -0.050064999999999991 1.0000000180025095e-35 -0.10594499999999998 -0.53870999999999991 -0.11825999999999999 0.088575000000000015 -1.0000000180025095e-35 -0.098429999999999976 -0.056754999999999993 0.11366500000000002 0.11659000000000001 -0.014704999999999998 0.08647500000000001 0.078120000000000009 0.41326000000000002 -0.066574999999999981 0.095565000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 10 12 -2 9 24 11 21 -1 -14 -8 -3 -13 -9 -17 20 23 -4 25 -6 -7 -10
right_child=7 15 3 4 19 8 14 17 22 -11 -12 16 13 -15 -16 18 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00053655258376346989 0.00012727185901634128 0.00054729511153076124 0.0011832171125650231 0.00070606405076728963 0.0011763307570951799 0.0011410606705954821 0.001308668717982205 0.00038311758428126745 0.0010720807846923497 0.00061003945483932738 0.0015164395797616049 0.0015075134252864734 0.0010648354838482196 0.00061551089755063472 0.00093040598083763088 0.00093867858414794223 0.0012523237945297389 0.00073117512266372719 0.0006331591391309548 0.0013518269882558101 0.00094720756322677125 0.00093911078834290512 0.0013301534913817703 0.001052400580579366 0.0010256247087953182 0.0011981976096655314
leaf_weight=60 57 81 52 88 162 109 53 52 57 52 65 54 61 52 56 79 1208 52 59 61 55 57 68 57 55 56
leaf_count=60 57 81 52 88 162 109 53 52 57 52 65 54 61 52 56 79 1208 52 59 61 55 57 68 57 55 56
internal_value=0 0.00112206 0.00115743 0.00119095 0.00105765 0.00122169 0.000889212 0.000405392 0.0010865 0.000984155 0.00125904 0.00124681 0.000746966 0.000858378 0.00111466 0.000711933 0.00126327 0.000557485 0.000808313 0.0011499 0.00110481 0.00105589 0.00120845 0.00114424 0.00110256 0.00113489
internal_weight=0 2757 2538 2256 423 1833 282 161 397 216 1436 1371 173 113 109 219 1262 104 138 335 274 109 181 219 164 113
internal_count=2918 2757 2538 2256 423 1833 282 161 397 216 1436 1371 173 113 109 219 1262 104 138 335 274 109 181 219 164 113
is_linear=0
shrinkage=0.0032998


Tree=7240
num_leaves=17
num_cat=0
split_feature=2 42 124 13 41 43 4 0 2 16 0 49 49 49 475 42
split_gain=0.169762 0.192776 0.132091 0.138924 0.123518 0.371549 0.135124 0.146269 0.114338 0.0930139 0.080332 0.206491 0.281332 0.0775944 0.0716021 0.0530183
threshold=0.14253500000000002 0.095215000000000008 -0.074959999999999985 -0.0094049999999999984 0.077915000000000012 -0.094084999999999988 -0.39175499999999991 -0.046614999999999997 0.099435000000000009 -0.07027499999999999 -0.10594499999999998 0.036605000000000006 -0.053544999999999988 0.12001000000000002 -0.087994999999999976 0.087855000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 15 6 -6 8 10 -4 -9 11 12 -8 14 -12 -1
right_child=1 -3 4 -5 5 -7 7 9 -10 -11 13 -13 -14 -15 -16 -17
leaf_value=0.0060473297355974282 -0.0057471478120211666 0.0057162191089192649 0.014979397611799663 -0.0054957295792131249 -0.011320735568954125 0.006660009346522713 0.0073771660674641056 0.0038060359220635355 0.0060258926615984363 -0.0057622926898515531 0 0.0098329151755532432 -0.0036762991548712539 0.00020541870805095553 0.0059674682609634272 -0.0006474027366344025
leaf_weight=89 100 71 69 73 52 87 105 56 100 59 59 89 172 75 1647 53
leaf_count=89 100 71 69 73 52 87 105 56 100 59 59 89 172 75 1647 53
internal_value=0 -0.000976998 0.00447736 0.000461017 0.00481266 -5.36754e-05 0.00509165 0.00474714 0.0096921 -0.00108731 0.00506049 0.0027798 0.000507157 0.00552817 0.00576112 0.00353594
internal_weight=0 171 2785 215 2570 139 2431 2262 169 115 2147 366 277 1781 1706 142
internal_count=2956 171 2785 215 2570 139 2431 2262 169 115 2147 366 277 1781 1706 142
is_linear=0
shrinkage=0.16829


Tree=7241
num_leaves=24
num_cat=0
split_feature=1 12 1 12 1 48 52 12 10 47 48 51 1443 43 51 156 12 13 52 43 39 12 12
split_gain=7.67855 1.70937 1.11275 0.990591 0.549507 0.315069 0.344689 0.318404 0.213448 0.19716 0.178358 0.292156 0.245572 0.156362 0.15481 0.264747 0.163181 0.144584 0.135697 0.169702 0.071147 0.0685283 0.0519994
threshold=0.10921500000000002 -1.0000000180025095e-35 0.13662500000000002 0.085075000000000026 0.092845000000000025 -0.024949999999999996 -0.023079999999999996 0.11619500000000001 -0.063134999999999983 0.09717000000000002 0.082425000000000012 0.092255000000000018 0.084655000000000022 -0.079409999999999994 -0.091399999999999981 0.088970000000000007 0.086965000000000015 -0.069444999999999993 1.0000000180025095e-35 -0.052849999999999994 0.08950000000000001 -0.042789999999999988 -0.063029999999999989
decision_type=2 2 2 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 20 6 -3 10 -4 13 12 18 14 -2 15 -7 -16 -5 19 -12 -1 -10 -15
right_child=2 5 8 17 -6 7 -8 -9 21 -11 11 -13 -14 22 16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00079304254216449959 0.00018316147397162125 0.00086884577414068269 2.0201676494301636e-05 0.00064411908098744718 0.00037885232751491639 0.0006825313224330978 0.0005021564367087292 0.00068788918579972523 0.00018968029450945275 0.00056549164256337989 0.00092259052968163757 0.0005880353915339693 0.0011295239695353037 0.00047978887295233589 0.00095619743193864836 0.00092633901141858318 0.00088187273176804385 0.0008737113958510209 0.00098923396523220878 0.0007170202776547595 0.00062541820823159395 0.00035005940896210984 0.00034213900802827898
leaf_weight=63 53 62 55 66 97 96 52 90 60 53 85 52 52 52 519 102 931 58 69 96 55 59 79
leaf_count=63 53 62 55 66 97 96 52 90 60 53 85 52 52 52 519 102 931 58 69 96 55 59 79
internal_value=0 0.000844947 0.000407983 0.00051252 0.000563622 0.000872349 0.000701893 0.000881621 0.000190896 0.000387183 0.000890313 0.000815215 0.000903633 0.000335631 0.000896484 0.000808307 0.0009085 0.000751793 0.000862327 0.000813753 0.000715211 0.000269492 0.000397048
internal_weight=0 2421 535 361 215 2206 114 2092 174 237 2002 302 1700 184 1648 198 1450 124 250 181 118 119 131
internal_count=2956 2421 535 361 215 2206 114 2092 174 237 2002 302 1700 184 1648 198 1450 124 250 181 118 119 131
is_linear=0
shrinkage=0.0032998


Tree=7242
num_leaves=26
num_cat=0
split_feature=1 123 1 3 3 47 4 3 1 12 1 47 12 1209 52 1447 49 42 4 4 12 4 43 43 3
split_gain=11.5387 1.5662 1.44939 0.964949 0.853728 0.488947 0.472197 0.385234 0.713937 0.301712 0.270176 0.261677 0.362521 0.214622 0.234517 0.242549 0.204565 0.201783 0.195182 0.165446 0.165028 0.113375 0.0702632 0.0926631 0.0622777
threshold=0.10921500000000002 1.0000000180025095e-35 0.12448500000000001 -0.049204999999999992 0.11391500000000002 0.11224000000000002 -0.068809999999999996 -0.095789999999999986 0.083065000000000014 0.089275000000000007 0.14754500000000001 0.077735000000000012 0.078120000000000009 -0.079544999999999991 0.098580000000000015 -0.082844999999999988 -0.0086549999999999978 -0.063484999999999986 -0.08231999999999999 -0.0088849999999999988 -0.081654999999999991 0.061835000000000008 -0.073404999999999984 0.018455000000000003 -0.075579999999999994
decision_type=2 2 2 2 2 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 6 10 13 8 -8 11 20 12 -9 -1 15 -15 -5 -17 -16 -3 -4 -2 24 -24 -11
right_child=2 19 5 16 -6 -7 7 9 -10 22 -12 -13 -14 14 18 17 -18 -19 -20 -21 -22 -23 23 -25 -26
leaf_value=0.00096290118964223155 0.001038807554137308 0.00083290246385637502 0.00052827959006630451 0.00036559374107342446 0.000682801686380316 0.00064015877986299682 0.0010739471077579222 0.00095220938369655812 0.00058729154828841986 0.0010302082529789584 0.00013381929473948778 0.0012979117622212019 0.0011561977481833567 0.0014000019235803139 0.00090331315252847812 0.0012629218150887677 0.0006357039050878218 0.0011410329476965794 0.001143035867228826 0.00058846792799388124 0.00030366359883313328 0.00082833563340106015 0.00092024856045783609 0.0010496296924403902 0.0011667889776125399
leaf_weight=61 63 63 56 52 54 62 91 132 52 160 68 90 362 58 62 213 77 549 100 61 102 55 139 120 54
leaf_count=61 63 63 56 52 54 62 91 132 52 160 68 90 362 58 62 213 77 549 100 61 102 55 139 120 54
internal_value=0 0.00107499 0.000539359 0.000724976 0.00109452 0.000380044 0.00110441 0.00105942 0.000897228 0.00108133 0.000308529 0.00113205 0.00110176 0.00115614 0.00116811 0.0011911 0.000527095 0.00117515 0.00105151 0.000712941 0.000383497 0.000941005 0.00101864 0.00098033 0.00106484
internal_weight=0 2421 535 247 2297 288 2243 1200 143 1057 226 584 494 1043 982 820 129 762 162 124 158 118 473 259 214
internal_count=2956 2421 535 247 2297 288 2243 1200 143 1057 226 584 494 1043 982 820 129 762 162 124 158 118 473 259 214
is_linear=0
shrinkage=0.0032998


Tree=7243
num_leaves=26
num_cat=0
split_feature=1 1 14 41 4 2 14 15 160 43 16 2 2 2 1211 160 42 42 15 16 15 15 16 483 16
split_gain=0.330779 0.149488 0.168217 0.180115 0.201661 0.335537 0.270097 0.440216 0.189076 0.0966998 0.0758138 0.123359 0.107224 0.096126 0.0786429 0.0730667 0.0633725 0.113857 0.0585774 0.0581835 0.0590559 0.091871 0.0505355 0.0495942 0.0139991
threshold=0.13707500000000003 0.077375000000000013 -0.075274999999999995 0.077915000000000012 -0.22295999999999996 1.0000000180025095e-35 1.0000000180025095e-35 -0.024929999999999997 0.023210000000000005 0.061900000000000004 -0.072904999999999984 0.083885000000000015 0.083970000000000017 0.085155000000000022 0.083495000000000014 0.060260000000000008 0.083725000000000008 -0.048604999999999988 -0.063834999999999989 -0.079394999999999979 0.090075000000000002 0.087750000000000009 -0.40430999999999989 0.083090000000000011 0.26900000000000007
decision_type=2 2 2 2 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 8 7 -7 9 -6 11 -1 -12 -14 19 16 17 -15 -17 20 21 -13 -2 -18 -4
right_child=22 2 3 -5 5 6 -8 -9 -10 -11 12 14 13 15 -16 18 23 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.015069997897506808 -0.005692030215784666 0.010858726391037504 0.011954725217925529 -0.0035988024730230711 0.0057089066595579193 0.00023765262029171318 0.0094293037611725538 -0.015706076295888657 -0.0024909442176460836 0.013033814965377803 -0.0020781912217095523 0.0057127292426871626 0.012662980978836724 0.0051314219360077051 0.012936569703935153 0.012283003193897923 0.0066857608645084993 -0.0032883185697627753 0.0055900959292101591 0.011763633836551834 0.0017287083298758975 0.013202968587397208 0.00015386487359179334 0.0021391312360372031 0.0083988583260729485
leaf_weight=58 76 90 52 98 458 209 55 64 75 58 53 400 53 115 57 66 284 75 88 52 85 53 92 91 99
leaf_count=58 76 90 52 98 458 209 55 64 75 58 53 400 53 115 57 66 284 75 88 52 85 53 92 91 99
internal_value=0 0.0052021 0.00383946 0.00329705 0.00393031 0.00299098 -0.00132108 -0.00349349 0.00538717 0.00653573 0.00632132 0.00760841 0.00521927 0.00572259 0.00693674 0.00520849 0.00431629 0.00179838 0.00847015 0.00635405 0.00582785 0.00659304 -0.00248001 0.00558724 0.00963529
internal_weight=0 2788 1258 1168 1070 919 328 273 591 516 1530 705 825 772 647 719 565 190 154 590 538 453 168 375 151
internal_count=2956 2788 1258 1168 1070 919 328 273 591 516 1530 705 825 772 647 719 565 190 154 590 538 453 168 375 151
is_linear=0
shrinkage=0.16829


Tree=7244
num_leaves=9
num_cat=0
split_feature=12 123 4 9 2 9 43 1443
split_gain=0.169216 0.158047 0.10758 0.151598 0.137083 0.0817348 0.0925447 0.13056
threshold=-0.25967999999999997 0.09338500000000001 0.50609000000000004 -1.0000000180025095e-35 0.153865 0.085555000000000006 -0.50914999999999988 0.084655000000000022
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8
right_child=1 -3 -4 4 -6 -7 7 -9
leaf_value=-0.0054445383386690438 -0.0048119143819890355 -0.0024948492785532394 0.0098893489685150746 -0.0022474351084787623 -0.0033930062227516119 -0.0013349635679264129 0.0046210434453381952 0.011814821489148706
leaf_weight=53 52 98 97 53 63 65 2401 74
leaf_count=53 52 98 97 53 63 65 2401 74
internal_value=0 0.00413673 0.00436907 0.00417067 0.00434721 0.00453596 0.00468762 0.00483686
internal_weight=0 2903 2805 2708 2656 2593 2528 2475
internal_count=2956 2903 2805 2708 2656 2593 2528 2475
is_linear=0
shrinkage=0.16829


Tree=7245
num_leaves=17
num_cat=0
split_feature=51 3 13 3 51 12 48 456 12 49 39 39 48 132 123 51
split_gain=0.164338 0.161667 0.178454 0.209293 0.136323 0.130898 0.111359 0.107627 0.124619 0.109654 0.109664 0.122555 0.125828 0.108718 0.0719787 0.0628156
threshold=-0.42323999999999995 -0.14088999999999999 0.032645000000000007 -0.23098999999999997 0.10446500000000002 0.089350000000000013 0.10168500000000001 0.087055000000000007 0.084065000000000015 -0.14799999999999999 0.093225000000000016 1.0000000180025095e-35 0.084455000000000016 -0.25029999999999991 0.086990000000000026 0.13640000000000002
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 15 9 -9 -3 11 13 -13 -11 -12 -6
right_child=1 4 3 -5 6 -7 -8 8 -10 10 14 12 -14 -15 -16 -17
leaf_value=0.010776315393125735 0.0067317731700104327 -0.0051993894258255255 0.0082215363741521639 -0.0047888178940377812 0.01272051709680295 0.018256683949931914 0.0011243027916202561 0.012883777197952025 0.0029961375011990595 -0.0049510910448183178 0.0014344472044156324 0.012557127878989768 0.0024616183910592792 0.0026976474966117605 -0.006555694810552736 0.0059207948452772215
leaf_weight=89 57 53 99 54 81 56 65 61 90 54 69 72 69 1862 59 76
leaf_count=89 57 53 99 54 81 56 65 61 90 54 69 72 69 1862 59 76
internal_value=0 0.00342344 0.00738052 0.0036179 0.00301962 0.0124591 0.00701358 0.00264772 0.00700238 0.0023531 0.00253712 0.00283492 0.00762951 0.00248114 -0.00223447 0.00944038
internal_weight=0 2877 266 153 2611 113 222 2389 151 2238 2185 2057 141 1916 128 157
internal_count=2966 2877 266 153 2611 113 222 2389 151 2238 2185 2057 141 1916 128 157
is_linear=0
shrinkage=0.16829


Tree=7246
num_leaves=21
num_cat=0
split_feature=3 3 9 150 42 16 150 14 13 1420 43 43 133 13 43 3 43 3 1204 42
split_gain=7.10913 2.38214 1.8387 1.17587 0.985397 0.51729 0.335277 0.298456 0.27826 0.227882 0.191868 0.2268 0.21143 0.190483 0.189598 0.266845 0.17368 0.126936 0.11092 0.106091
threshold=-0.046079999999999989 0.3148450000000001 -1.0000000180025095e-35 0.090965000000000004 0.086700000000000013 -0.26194999999999996 -1.0000000180025095e-35 0.073890000000000011 -0.029809999999999996 -0.082824999999999982 -0.23799499999999998 0.0015200000000000003 0.10421000000000001 -0.08811999999999999 -0.077134999999999995 0.10402500000000002 -0.040494999999999996 -0.074084999999999998 -0.0047399999999999986 -0.044384999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 6 8 -4 9 -1 -7 19 12 18 -13 -8 -16 -14 -15 -12 -11
right_child=1 -3 3 -5 -6 7 14 -9 -10 10 11 13 16 17 15 -17 -18 -19 -20 -21
leaf_value=0.00098668290482017648 0.00025511038840905054 0.00019108548137305629 0.00070028895032856777 0.00046442324283323068 0.00056518088302305396 0.0012640086443065524 0.00081504185995655558 0.0012847893968842071 0.00072260713987956681 0.0010147324772719574 0.00098636180348603579 0.00084963155350261993 0.00091949117107368585 0.0010694235523139165 0.0010871287866056141 0.00088049669325992216 0.0011118774963553148 0.00091161787731846146 0.0011009151800050064 0.00080117992898681993
leaf_weight=101 75 97 59 95 98 54 71 62 79 52 108 96 165 197 182 113 78 83 1046 55
leaf_count=101 75 97 59 95 98 54 71 62 79 52 108 96 165 197 182 113 78 83 1046 55
internal_value=0 0.000675901 0.00074371 0.000802949 0.000864373 0.00104152 0.000933281 0.00105688 0.000870979 0.00104955 0.00104338 0.00105169 0.00107132 0.000978659 0.000970743 0.0010081 0.00098139 0.00102277 0.00109022 0.000905292
internal_weight=0 790 693 618 523 2176 425 1996 180 1934 1880 1773 1397 376 366 295 243 280 1154 107
internal_count=2966 790 693 618 523 2176 425 1996 180 1934 1880 1773 1397 376 366 295 243 280 1154 107
is_linear=0
shrinkage=0.0032998


Tree=7247
num_leaves=23
num_cat=0
split_feature=4 12 150 13 12 39 52 0 0 475 49 52 12 12 0 14 13 0 4 133 12 12
split_gain=4.90136 1.8163 1.02041 0.451018 0.43347 0.364119 0.342687 0.288428 0.28544 0.227579 0.169384 0.167583 0.18799 0.167459 0.145904 0.27894 0.215242 0.111704 0.0818575 0.0784791 0.0669031 0.0585162
threshold=0.31392000000000003 0.056995000000000011 0.083435000000000023 -0.0040999999999999986 0.11755500000000001 0.096775000000000014 -0.030234999999999995 -0.14867499999999997 -0.076589999999999978 -0.061639999999999993 0.087055000000000007 -0.55901999999999985 0.092755000000000018 0.083400000000000016 -0.16926499999999997 -0.44847999999999993 -0.085784999999999986 -0.082054999999999975 -0.08076499999999999 -0.27301499999999995 0.13642500000000005 0.094115000000000018
decision_type=2 2 2 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 14 -1 -3 -4 -5 18 -9 13 -13 -2 -16 -17 -15 -11 -14 -6 -21
right_child=5 4 8 9 20 -7 -8 11 -10 10 -12 12 19 17 15 16 -18 -19 -20 21 -22 -23
leaf_value=0.00035456219862434716 0.00051957664526853186 0.0010688875014495691 0.00049475710434159403 0.00059616917046398127 0.00070703430450748796 0.0001104957973974852 0.00068326526068161633 0.00099647381830633968 0.0002066664433874109 0.00081391115364415703 0.00068736333782646827 0.00067466841138403362 0.00064829017492076227 0.00083214892219147694 0.0005362867988761978 0.00041325002904440191 0.00013015569357738231 0.00090418891387860083 0.00098502278313628662 0.00070650252881033126 0.0005400541004314714 0.00080028211290515043
leaf_weight=57 74 56 102 53 53 61 90 63 60 59 55 62 53 833 56 52 68 349 73 94 58 485
leaf_count=57 74 56 102 53 53 61 90 63 60 59 55 62 53 833 56 52 68 349 73 94 58 485
internal_value=0 0.000777931 0.000608643 0.0007008 0.000822045 0.000339876 0.000556049 0.000833264 0.000388274 0.000789313 0.000843866 0.00082644 0.000820712 0.000844567 0.000395704 0.000343421 0.000253123 0.000853449 0.000908808 0.000773699 0.000620101 0.000785118
internal_weight=0 2655 549 387 2106 311 147 1995 162 240 187 1939 1876 1244 250 176 120 1182 132 632 111 579
internal_count=2966 2655 549 387 2106 311 147 1995 162 240 187 1939 1876 1244 250 176 120 1182 132 632 111 579
is_linear=0
shrinkage=0.0032998


Tree=7248
num_leaves=24
num_cat=0
split_feature=11 1 13 52 456 51 1213 13 15 48 124 52 15 43 133 1212 51 159 15 133 13 43 1213
split_gain=0.168112 0.195745 0.15116 0.141893 0.139432 0.123376 0.108254 0.190918 0.118938 0.093281 0.103438 0.0918452 0.0854446 0.082866 0.0942462 0.10509 0.0883495 0.0778649 0.123399 0.0700069 0.0681915 0.0546201 0.0478605
threshold=1.0000000180025095e-35 0.091725000000000015 0.032645000000000007 -0.5320649999999999 0.088200000000000014 0.10636000000000001 -0.080279999999999976 -0.087404999999999997 0.10028500000000001 0.10168500000000001 -0.084644999999999984 0.10861000000000003 0.090650000000000022 0.31405000000000005 0.11524500000000001 0.089785000000000018 -0.24332999999999996 0.11189500000000001 0.091600000000000015 0.39985000000000009 -0.15325499999999995 -0.04133499999999999 -0.086979999999999988
decision_type=2 2 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 20 -4 5 9 7 -1 13 10 -3 -10 22 14 15 16 -8 18 -12 -16 -2 -21 -9
right_child=2 4 3 -5 -6 -7 8 12 11 -11 17 -13 -14 -15 19 -17 -18 -19 -20 21 -22 -23 -24
leaf_value=-0.0049393659587850889 0.0084639261803566377 0.0065500700223825687 0.01049225509666284 -0.0016932627160571344 0.010193016370981803 0.0067484408897562119 0.012939704091973314 0.0050576014956710182 -0.0042919778503534073 -0.0063021928293890217 -0.0019792613185589045 0.0041198883281579352 0.010556472194334374 0.00053632768872596457 -0.00045282011255086201 0.012480847742806252 0.0059834923255511685 0.0059042579651353861 0.0040588704260523904 0.0022764885231058981 0.016711075388646184 0.0096182824807580832 -0.0013576509242403958
leaf_weight=83 54 84 52 56 53 102 55 83 58 53 381 100 52 78 95 86 1018 61 128 63 63 54 54
leaf_count=83 54 84 52 56 53 102 55 83 58 53 381 100 52 78 95 86 1018 61 128 63 63 54 54
internal_value=0 0.00392896 0.00872187 0.0041572 0.00182593 0.00127555 0.00489278 0.00177809 0.00541885 0.000483432 0.00103608 0.00102062 0.00473759 0.0058972 0.00620088 0.00679881 0.00634173 0.000220345 -0.000457302 0.00292353 0.0129201 0.00568036 0.00251585
internal_weight=0 2741 225 108 862 809 1879 272 1607 707 654 158 189 1449 1371 1159 1073 570 509 212 117 117 137
internal_count=2966 2741 225 108 862 809 1879 272 1607 707 654 158 189 1449 1371 1159 1073 570 509 212 117 117 137
is_linear=0
shrinkage=0.16829


Tree=7249
num_leaves=33
num_cat=0
split_feature=4 3 2 2 2 2 3 2 0 12 4 2 12 2 3 4 159 12 4 4 12 4 13 12 0 12 4 4 457 4 4 3
split_gain=13.9441 4.70661 1.85439 2.15209 0.753879 0.646553 0.608721 0.55751 0.646713 0.505529 0.412568 0.692584 0.350143 0.318584 0.313495 0.306799 0.348578 0.199982 0.180983 0.182213 0.154904 0.190638 0.159874 0.101238 0.091059 0.0949763 0.0690365 0.241288 0.0523654 0.0508781 0.0273699 0.0208214
threshold=0.31392000000000003 -0.046079999999999989 0.10859000000000001 -1.0000000180025095e-35 0.097110000000000016 0.13913500000000004 -0.15624499999999999 0.14253500000000002 -0.12851999999999997 -0.038859999999999992 -0.010574999999999999 0.095850000000000005 0.087625000000000022 0.11504500000000002 0.081495000000000012 -0.0014249999999999998 0.085345000000000018 0.092755000000000018 -0.025824999999999997 -0.075559999999999974 0.11819000000000002 -0.072659999999999988 -0.020484999999999996 0.096535000000000024 -0.076734999999999984 0.096265000000000003 0.010535000000000001 0.067120000000000013 -0.084709999999999994 -0.051789999999999996 0.0014100000000000002 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 2 2 2 2 2
left_child=1 4 3 -3 6 9 -1 8 -4 -2 31 14 -6 -11 -12 17 26 18 19 -8 21 -14 23 -23 29 -26 30 -28 -20 -19 -17 -5
right_child=5 2 7 10 12 -7 15 -9 -10 13 11 -13 20 -15 -16 16 -18 24 28 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31 -32 -33
leaf_value=0.0016256045251331959 0.00037815144121017426 0.00059324336910160824 0.00054521964257151401 0.0013591828740467584 0.00089808063783982739 0.00021696353799909721 0.0013380542640938468 0.00040039092456863626 0.0010557743305453788 0.00086250500760365746 0.0014105211240491686 0.00078420343894000969 0.0013849786265736268 0.00053335123288995206 0.0010598592769104861 0.0011426079237950428 0.0014452808126731154 0.0013465443516495646 0.0014941600143119115 0.0011943704257178298 0.0010183266662297686 0.0013215804514172011 0.0010617141894227768 0.0011570656432305013 0.001080618673588412 0.0012559035345369959 0.00091871128157657077 0.0012194190571106491 0.0013847979181894486 0.0012140141806863418 0.0012592546470477372 0.0012608422788108176
leaf_weight=65 98 84 56 88 52 83 573 62 53 63 55 58 62 67 59 53 52 107 75 122 52 85 90 91 62 88 54 67 221 56 60 53
leaf_count=65 98 84 56 88 52 83 573 62 53 63 55 58 62 67 59 53 52 107 75 122 52 85 90 91 62 88 54 67 221 56 60 53
internal_value=0 0.00120573 0.000939179 0.00106306 0.00127826 0.000467025 0.00131046 0.000651363 0.000793794 0.000557902 0.00118903 0.00107945 0.00115481 0.000693135 0.00122935 0.00129755 0.00119832 0.00131929 0.00134271 0.00131288 0.00118985 0.00121694 0.00117764 0.00123672 0.00124501 0.00118369 0.00114329 0.00108551 0.00141263 0.00130123 0.00120486 0.00132247
internal_weight=0 2655 568 397 2087 311 1655 171 109 228 313 172 432 130 114 1590 286 1304 991 695 380 328 266 176 313 150 234 121 296 163 113 141
internal_count=2966 2655 568 397 2087 311 1655 171 109 228 313 172 432 130 114 1590 286 1304 991 695 380 328 266 176 313 150 234 121 296 163 113 141
is_linear=0
shrinkage=0.0032998


Tree=7250
num_leaves=30
num_cat=0
split_feature=1 12 1 12 47 12 1 12 12 41 39 15 1 48 1 1 12 129 49 12 48 1 159 159 15 402 1213 12 51
split_gain=11.3828 3.47821 1.88432 0.910673 0.65776 0.549978 0.878998 0.548682 0.548387 0.641244 0.471286 0.285433 0.24274 0.219892 0.262023 0.398358 0.161717 0.182695 0.147837 0.158772 0.1328 0.139943 0.103941 0.098678 0.14484 0.0903702 0.094903 0.0234807 0.0194744
threshold=0.10075500000000003 -1.0000000180025095e-35 0.13612500000000002 0.089585000000000012 0.078345000000000012 0.056995000000000011 0.092695000000000013 0.10595000000000002 0.090285000000000018 0.075585000000000013 0.08481000000000001 -0.075094999999999981 0.11392000000000001 0.086515000000000022 1.0000000180025095e-35 0.086005000000000012 0.11697000000000002 1.0000000180025095e-35 0.090165000000000009 0.083400000000000016 0.082705000000000015 0.13276500000000002 -0.4205299999999999 0.092630000000000018 -0.033234999999999994 0.089785000000000018 -0.086579999999999976 0.087035000000000015 -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=5 4 3 11 10 6 13 12 9 18 -2 -3 -5 14 -1 -16 17 22 19 -7 21 -12 -10 24 -24 26 -21 -27 -20
right_child=1 2 -4 7 -6 8 -8 -9 16 -11 20 -13 -14 -15 15 -17 -18 -19 28 25 -22 -23 23 -25 -26 27 -28 -29 -30
leaf_value=0.0010799651115786261 8.905193091376293e-05 0.00068143844703709682 0.00043400547882705299 0.001356280871558679 0.00074492195007116351 0.0010793027724667649 0.00078364981733964007 0.00088893957009148936 0.0013035162685341079 0.0016354031218626711 0.00063576273487477909 0.00094433999667587463 0.0010879126926863704 0.0010102199395942133 0.0015445278324363063 0.0011496437156442007 0.0010210020106666256 0.0013306990555242378 0.0013263019022215685 0.0011305270769933814 0.00030824220888461243 0.00039197727047732782 0.0010598103455840625 0.0012926218832432098 0.0011741095281132283 0.0012968382331373233 0.0012577610544589305 0.0014086102302904146 0.0014348566201903303
leaf_weight=73 55 86 78 91 60 61 82 69 56 53 52 98 65 65 54 60 80 82 53 78 53 53 188 52 390 61 617 52 52
leaf_count=73 55 86 78 91 60 61 82 69 56 53 52 98 65 65 54 60 80 82 53 78 53 53 188 52 390 61 617 52 52
internal_value=0 0.00073762 0.000904826 0.00099453 0.000439214 0.00120594 0.00108169 0.00113575 0.00122806 0.00127969 0.000352934 0.000821654 0.00124469 0.00117853 0.00123685 0.001337 0.00116549 0.00118049 0.0012603 0.00124575 0.000444568 0.000513045 0.00116249 0.0011499 0.00113699 0.00125827 0.00124353 0.00134858 0.0013804
internal_weight=0 760 487 409 273 2209 334 225 1875 1027 213 184 156 252 187 114 848 768 974 869 158 105 686 630 578 808 695 113 105
internal_count=2969 760 487 409 273 2209 334 225 1875 1027 213 184 156 252 187 114 848 768 974 869 158 105 686 630 578 808 695 113 105
is_linear=0
shrinkage=0.0032998


Tree=7251
num_leaves=25
num_cat=0
split_feature=44 1 51 16 16 12 0 0 13 16 157 157 159 2 12 1210 16 1 12 12 156 13 42 16
split_gain=0.237549 0.183678 0.189928 0.21919 0.242141 0.215995 0.175113 0.105605 0.104746 0.133995 0.0997822 0.129967 0.134929 0.125988 0.12122 0.114798 0.0993912 0.0977745 0.100388 0.109299 0.0868627 0.0753353 0.0960731 0.0385594
threshold=0.081710000000000019 0.095085000000000017 -0.06533499999999999 -0.14879499999999998 -0.082469999999999974 0.09550500000000002 -0.095724999999999991 -0.024974999999999997 0.0044550000000000006 0.16094000000000003 -0.085709999999999995 -0.081189999999999984 0.0043550000000000004 0.11657500000000001 0.084565000000000015 -0.074724999999999986 -0.082194999999999976 0.085605000000000014 0.085075000000000026 0.089535000000000017 -0.07359499999999998 -0.090384999999999979 0.08511500000000001 -0.012119999999999997
decision_type=2 2 2 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 5 -5 21 -6 23 9 -3 14 -12 13 15 -1 16 -13 18 -14 -20 -17 -4 -23 -8
right_child=-2 2 3 4 6 -7 7 -9 -10 -11 11 12 17 -15 -16 20 -18 -19 19 -21 -22 22 -24 -25
leaf_value=0.015147009177229697 0.01567833744817854 -0.00270493737570014 0.010551147202880541 -0.011876039237380074 -0.0072886639473565135 -0.0053796030149711139 0.0018479253900931176 -0.0032095995099073629 0.011416382468964202 0.0080396019622917553 -0.0017104773263438441 0.014136029927684075 0.0026466679149207001 0.010258717461280769 0.0052666581019136403 0.010370004034649204 0.0045321709553401129 0.015213802697315761 0.015918970703666102 0.0057904710955422947 0.0034003838509305997 0.0075903656694593013 -0.0014018595408486767 0.0072064453742949957
leaf_weight=61 53 55 84 59 72 53 73 69 79 81 82 58 88 102 85 53 66 52 53 72 1295 88 54 82
leaf_count=61 53 55 84 59 72 53 73 69 79 81 82 58 88 102 85 53 66 52 53 72 1295 88 54 82
internal_value=0 0.00429607 0.00220831 0.000739323 -0.00203128 0.00427108 -6.29139e-05 0.00225163 0.00653177 0.00368117 0.00515273 0.00482846 0.005121 0.00452713 0.00940706 0.00412874 0.00903879 0.00864164 0.00702873 0.0100993 0.00367574 0.00654225 0.00415814 0.00469435
internal_weight=0 2916 849 634 355 279 296 224 215 136 2067 1921 1839 1574 146 1472 124 265 213 125 1348 226 142 155
internal_count=2969 2916 849 634 355 279 296 224 215 136 2067 1921 1839 1574 146 1472 124 265 213 125 1348 226 142 155
is_linear=0
shrinkage=0.16829


Tree=7252
num_leaves=18
num_cat=0
split_feature=402 0 51 50 43 0 1 1 51 4 457 12 16 2 16 1 12
split_gain=0.188595 0.157821 0.150772 0.221356 0.157566 0.129381 0.124169 0.114038 0.125652 0.118667 0.112388 0.111659 0.0943562 0.0823963 0.0804104 0.0728826 0.0694782
threshold=0.095250000000000015 -0.074679999999999983 0.088940000000000005 0.086135000000000017 -0.0073499999999999998 0.148925 0.14602500000000004 0.12765500000000005 0.082075000000000009 -0.071659999999999988 0.084515000000000021 -0.071274999999999991 -0.083144999999999983 0.094010000000000024 -0.087834999999999983 0.089245000000000005 0.089135000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 5 4 -4 6 7 8 9 15 -11 -9 -6 16 -2 -1 -5
right_child=1 -3 3 13 12 -7 -8 11 -10 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0032903244265573232 0.010534252492288268 0.016498705912415312 -0.011165379802864361 -0.0036215250341493691 -0.0054050021702174694 -0.0039836918842989935 0.012039355623321828 0.0042757054549019541 0.012332165820801547 0.0054621377515785535 0.00036940339011810462 -0.0058391165875774824 0.0046824353044733064 0.0074704018898235566 0.0029748126769454718 -0.00034833666671443337 0.0050316815997277628
leaf_weight=573 66 53 61 53 53 58 54 58 52 1167 138 66 52 97 103 213 52
leaf_count=573 66 53 61 53 53 58 54 58 52 1167 138 66 52 97 103 213 52
internal_value=0 0.00846708 0.00336122 0.000186066 -0.00436185 0.00385162 0.00404819 0.00385705 0.00414434 0.00393986 0.00492497 -0.0010935 -0.000392209 0.00393235 0.00593765 0.00230199 0.000646762
internal_weight=0 222 2747 368 166 2379 2321 2267 2143 2091 1305 124 105 202 169 786 105
internal_count=2969 222 2747 368 166 2379 2321 2267 2143 2091 1305 124 105 202 169 786 105
is_linear=0
shrinkage=0.16829


Tree=7253
num_leaves=27
num_cat=0
split_feature=3 3 9 0 0 130 43 457 0 52 52 0 43 16 52 16 11 16 43 52 43 51 130 43 124 43
split_gain=7.80416 3.44058 1.79853 0.846288 0.828847 0.634524 0.561059 0.773001 0.649601 0.415731 0.565237 0.296861 0.237156 0.199426 0.367774 0.194243 0.403837 0.19173 0.211084 0.218575 0.200898 0.159824 0.14309 0.139541 0.0954412 0.0535806
threshold=-0.053364999999999996 0.28833000000000003 -1.0000000180025095e-35 -0.037444999999999992 -0.064509999999999984 0.015470000000000001 -0.033049999999999989 0.088175000000000017 -0.15530999999999998 -0.44829999999999998 -0.068039999999999975 -0.10998999999999999 -0.48891499999999993 0.061775000000000004 0.0054700000000000009 -0.50875499999999996 1.0000000180025095e-35 0.024125000000000004 -0.077449999999999977 0.11262000000000001 0.05259500000000001 -0.026999999999999996 0.091535000000000019 0.092445000000000013 -0.082654999999999992 -0.083209999999999992
decision_type=2 2 2 2 2 2 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 12 6 24 8 -8 -6 -11 -3 -1 14 -12 -14 17 20 25 -20 22 -5 -17 -22 -4 -19
right_child=1 11 3 21 9 -7 7 -9 -10 10 13 -13 15 -15 -16 16 -18 18 19 -21 23 -23 -24 -25 -26 -27
leaf_value=0.0012649233557361762 0.00026083311492653305 0.00027640491649181555 0.00061983938307126759 0.0011638904485750689 0.0010603045380053698 0.0010640066200134895 0.0010314763674230977 0.00040231013643883523 0.00069666002027671671 0.00056209653552474466 0.00065643446556061308 -5.4320969733159422e-05 0.0008646122346322564 0.0010827355213389694 0.0010155994293391762 0.0010890539595827581 0.0013312141361291252 0.0011160168589276413 0.0006946599348099955 0.00099952887642328287 0.00086751108464979364 0.00092368278858113236 0.00093242809548159508 0.0010394615398335702 0.00043960799656976086 0.00097747455601394809
leaf_weight=59 77 68 57 60 101 57 114 52 144 73 63 52 62 52 63 1078 57 67 53 52 91 66 71 131 79 70
leaf_count=59 77 68 57 60 101 57 114 52 144 73 63 52 62 52 63 1078 57 67 53 52 91 66 71 131 79 70
internal_value=0 0.00064972 0.000737533 0.000795833 0.0010274 0.000735014 0.000692889 0.000770639 0.000844739 0.000880412 0.000807885 0.000132797 0.00105627 0.000908488 0.000836297 0.00104914 0.00105597 0.00104622 0.000959068 0.000845978 0.00106158 0.00103835 0.00107941 0.000969136 0.000515405 0.00104549
internal_weight=0 826 706 629 2143 503 446 310 258 352 251 120 1791 178 126 1732 1670 1613 242 105 1371 126 1149 222 136 137
internal_count=2969 826 706 629 2143 503 446 310 258 352 251 120 1791 178 126 1732 1670 1613 242 105 1371 126 1149 222 136 137
is_linear=0
shrinkage=0.0032998


Tree=7254
num_leaves=21
num_cat=0
split_feature=45 1 156 48 3 0 1 2 15 43 43 15 3 475 3 159 2 159 1 3
split_gain=0.163278 0.150117 0.139247 0.182078 0.110663 0.139125 0.109051 0.208715 0.247598 0.201647 0.176355 0.132135 0.105836 0.068019 0.0779501 0.0853663 0.0791231 0.076196 0.0532008 0.0362941
threshold=0.08179500000000002 0.095085000000000017 0.10510000000000001 0.12663000000000002 0.088880000000000015 -0.15029999999999996 0.107145 0.12026500000000001 -0.42075999999999997 -0.06512999999999998 -0.072829999999999992 -1.0000000180025095e-35 -0.0031199999999999995 -0.086299999999999988 -0.15500999999999998 0.0043550000000000004 0.11558500000000001 0.086825000000000013 0.11277000000000001 -0.047774999999999991
decision_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 -1 9 8 -8 19 -10 -11 -9 -7 -15 16 -16 -17 -4 -3
right_child=-2 2 18 -5 -6 13 7 12 10 11 -12 -13 -14 14 15 17 -18 -19 -20 -21
leaf_value=0.011458202171726427 0.012917130777770316 0.0073690968904351877 0.0035740693039610118 -0.0077082386631552383 -0.00099569071988273592 -0.000409707259583286 -0.0037671424019271619 0.003207792931972828 0.0035572303700480007 -0.011710133927851224 0.012873721432370696 -0.00083505222509300877 -0.0056904876039198882 -0.001781293733738286 0.0039876008543751435 0.013127651351548843 0.0088157947135234435 0.0060800609447021125 0.011182581263113603 0.001095042354394944
leaf_weight=83 55 53 52 63 101 79 59 68 111 57 121 72 85 52 1397 57 104 193 54 53
leaf_count=83 55 53 52 63 101 79 59 68 111 57 121 72 85 52 1397 57 104 193 54 53
internal_value=0 0.00364789 0.00175901 0.000941149 0.00442232 0.00470172 0.00174632 0.00329899 0.00594609 -0.0011796 0.00842401 -0.00565425 -0.00172395 0.00440279 0.00461465 0.00480562 0.00432333 0.0076941 0.00746705 0.00424902
internal_weight=0 2914 848 742 2066 1965 679 444 291 235 232 129 153 1882 1803 1751 1501 250 106 106
internal_count=2969 2914 848 742 2066 1965 679 444 291 235 232 129 153 1882 1803 1751 1501 250 106 106
is_linear=0
shrinkage=0.16829


Tree=7255
num_leaves=18
num_cat=0
split_feature=1453 96 10 51 1213 0 0 2 3 14 0 2 4 16 50 3 3
split_gain=0.206384 0.193478 0.191944 0.182173 0.168739 0.194069 0.1631 0.118115 0.237694 0.186366 0.0766946 0.0660385 0.0657797 0.06544 0.0479079 0.0420701 0.0471631
threshold=-0.076919999999999988 0.085480000000000014 -0.084119999999999986 0.095375000000000015 -0.072409999999999988 -0.085524999999999976 -0.062109999999999992 0.11366500000000002 0.11500500000000001 0.077140000000000014 -0.074904999999999985 0.11917500000000002 0.41696500000000003 -0.094854999999999981 0.11705000000000002 -0.089704999999999993 -0.07929499999999999
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 -4 13 8 9 -6 12 -12 -9 -5 -15 -7 -17
right_child=1 -3 3 6 7 15 -8 10 -10 -11 11 -13 -14 14 -16 16 -18
leaf_value=0.011762380163174595 0.011240457721620186 -0.0065374683102149061 0.01360560587025645 0.0055182858709048261 0.0031932611847113757 0.0083644313734493932 -0.0086536760734667473 0.0006654652609110835 0.014223949817269212 0.012673597276131612 -0.0023380561385325858 0.004694550146344032 -0.0063948448850031656 -0.0043629928797026974 0.0026620130268394399 0.00083391207364141688 0.0068436405868144718
leaf_weight=89 93 53 101 71 1684 63 59 87 61 61 52 136 65 58 52 96 61
leaf_count=89 93 53 101 71 1684 63 59 87 61 61 52 136 65 58 52 96 61
internal_value=0 0.00352338 0.00371446 0.00345524 0.00388599 0.0074892 -0.000965004 0.00334618 0.00388804 0.0035257 0.000462688 0.0027398 -0.00234193 0.00153132 -0.00102575 0.00467305 0.00318035
internal_weight=0 2853 2800 2707 2467 321 240 2146 1806 1745 340 188 152 181 110 220 157
internal_count=2942 2853 2800 2707 2467 321 240 2146 1806 1745 340 188 152 181 110 220 157
is_linear=0
shrinkage=0.16829


Tree=7256
num_leaves=15
num_cat=0
split_feature=4 96 2 4 2 4 15 483 1 49 52 48 48 132
split_gain=0.16131 0.146187 0.133983 0.151763 0.212031 0.0856135 0.0882557 0.0883425 0.0881178 0.0773506 0.168533 0.0728385 0.0817408 0.0937973
threshold=-0.52258999999999989 0.085480000000000014 0.10523 0.40996000000000005 -0.054704999999999997 -0.15366499999999997 0.120215 1.0000000180025095e-35 0.084775000000000003 0.14255500000000002 0.12456500000000001 0.118025 0.085040000000000018 0.023085000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 8 7 -7 -6 10 11 12 13 -4
right_child=1 -3 9 -5 5 6 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0061389186870764861 -0.004782352539288914 -0.0054372793032667508 0.0015465011033965535 0.012144972867340398 0.012787396967170316 0.0033035508218058796 0.010345612211532225 0.007078300001220908 0.0037497066464684489 -0.0045656216053425753 0.0089254096457454159 -0.0048223420089725721 0.0064147916390748178 -0.0060418472216009871
leaf_weight=52 77 53 354 65 65 1628 59 198 59 56 85 57 81 53
leaf_count=52 77 53 354 65 65 1628 59 198 59 56 85 57 81 53
internal_value=0 0.00330652 0.0034705 0.00412406 0.00387327 0.00420591 0.00392237 0.00371384 0.00850169 0.0014186 0.00195338 0.0008627 0.00153041 0.000553924
internal_weight=0 2890 2837 2151 2086 2009 1885 1826 124 686 630 545 488 407
internal_count=2942 2890 2837 2151 2086 2009 1885 1826 124 686 630 545 488 407
is_linear=0
shrinkage=0.16829


Tree=7257
num_leaves=22
num_cat=0
split_feature=40 475 1429 50 48 15 51 12 402 1 3 13 13 402 13 1 2 13 51 42 50
split_gain=0.165614 0.14158 0.17622 0.120464 0.100748 0.141561 0.082179 0.15125 0.0850979 0.12405 0.103429 0.232374 0.0806598 0.076344 0.0684439 0.111588 0.0653587 0.0576352 0.0461975 0.0457397 0.0280573
threshold=0.09888000000000001 -0.085684999999999997 0.079720000000000013 -0.041284999999999995 0.0046200000000000008 -0.024929999999999997 -0.080414999999999986 0.083985000000000018 0.10022000000000002 0.083065000000000014 0.0098450000000000013 -0.11210999999999999 -0.0083299999999999989 0.081585000000000019 -0.0059899999999999997 0.087480000000000016 0.10523 -0.078199999999999978 -0.17370999999999998 0.086855000000000016 -0.44847999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 20 6 13 7 -5 10 19 11 -8 -4 14 17 -16 -12 -6 -9 -10 -3
right_child=-2 3 12 4 5 -7 8 18 9 -11 16 -13 -14 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=8.4077618532080285e-06 -0.0064438107140412501 -0.00018886696054594022 0.015358493772052065 -0.0058801872386463226 0.002155413727168611 -0.007670801578392685 -0.0073571340669887058 0.0068344471476104807 0.0061792215972472876 -0.0066041127920835338 0.012122604183825705 0.0039784457077844792 0.0063244361021376197 -0.0042753537678117378 -9.8747577669352547e-05 0.0085657580505602241 0.0051423556380198422 -0.0034083948953927174 0.00095035624870427578 -0.00044230507093446998 -0.005600963297398366
leaf_weight=60 56 54 63 76 189 52 53 62 64 54 67 1439 52 56 72 100 91 73 99 54 56
leaf_count=60 56 54 63 76 189 52 53 62 64 54 67 1439 52 56 72 100 91 73 99 54 56
internal_value=0 0.00278723 0.00743173 0.00248676 0.00271782 0.000672205 0.00325542 0.000299269 0.00363896 6.61072e-05 0.00401032 0.00357457 0.0112892 0.00156125 0.0023185 0.00492831 0.00811371 0.000598335 0.00322744 0.00313381 -0.00296045
internal_weight=0 2886 175 2711 2601 542 2059 237 1822 172 1650 1492 115 490 434 172 158 262 161 118 110
internal_count=2942 2886 175 2711 2601 542 2059 237 1822 172 1650 1492 115 490 434 172 158 262 161 118 110
is_linear=0
shrinkage=0.16829


Tree=7258
num_leaves=30
num_cat=0
split_feature=12 13 12 15 150 10 15 12 48 3 3 475 13 15 49 9 15 12 52 3 42 3 50 51 51 0 3 52 15
split_gain=8.0754 3.02279 2.10068 1.18591 1.18622 0.831717 1.15074 0.790028 0.781509 0.750051 0.545519 0.470187 0.417577 0.360489 0.350807 0.324469 0.278252 0.25686 0.214565 0.198753 0.181474 0.193527 0.148936 0.123833 0.123073 0.0937378 0.0607499 0.0552058 0.0486916
threshold=0.056995000000000011 -0.0042049999999999995 0.14472000000000004 -0.38214499999999996 0.089155000000000012 -1.0000000180025095e-35 -0.23982999999999996 0.092755000000000018 0.086950000000000013 -0.016814999999999997 0.10856000000000002 -0.085684999999999997 -0.10142999999999998 -1.0000000180025095e-35 -0.014479999999999998 -0.080554999999999974 -0.013439999999999999 0.083815000000000014 -0.0078749999999999983 -0.13117499999999996 -0.080354999999999982 -0.081864999999999979 -0.041284999999999995 0.07412500000000001 -0.0032349999999999996 -0.092524999999999982 -0.078384999999999996 0.088115000000000013 0.11635000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 -3 9 15 25 11 -8 -5 13 -2 -9 -11 18 -1 20 -16 -13 -18 -14 -22 -23 24 -19 -7 27 -21 -28
right_child=2 3 -4 4 -6 6 8 12 -10 10 -12 14 16 -15 17 -17 19 23 -20 26 21 22 -24 -25 -26 -27 28 -29 -30
leaf_value=0.00045409130785203835 0.0014199266270917227 0.00048307215710837267 0.00054323283378415591 0.00078347939368357338 0.00060975907790589807 0.00025507958247863842 0.0010199739590190061 0.00077598951547544167 0.00055994469550511687 0.0011378519971863813 0.00091970689786349553 0.0011309507435210203 0.0011668962308208804 0.0014516522412719032 0.0013607502650873869 8.7894548977245575e-05 0.0013191700800851021 0.0012585991821740909 0.00084601903130800116 0.00099562420875544573 0.00079317975192335808 0.00087058300196658962 0.0010709936989763576 0.0012937675598497459 0.0011504356742247186 0.0004537452269082548 0.0011085508462935791 0.0011316030303603708 0.0012256763185279694
leaf_weight=54 97 56 65 67 69 54 83 52 79 88 63 69 70 76 99 52 62 146 52 79 53 57 162 102 727 52 117 68 72
leaf_count=54 97 56 65 67 69 54 83 52 79 88 63 69 70 76 99 52 62 146 52 79 53 57 162 102 727 52 117 68 72
internal_value=0 0.000738661 0.00112844 0.000931248 0.00100029 0.000522808 0.000620777 0.00114667 0.000795856 0.00109183 0.00118268 0.00119719 0.00106421 0.00128349 0.00117908 0.00027478 0.00108442 0.00119824 0.00100879 0.00114443 0.00101448 0.000975122 0.00101899 0.0011817 0.00116857 0.000352871 0.00111208 0.00105877 0.00115336
internal_weight=0 793 2149 419 363 374 268 2084 162 294 227 1292 792 164 1195 106 740 1074 121 398 342 272 219 975 873 106 336 147 189
internal_count=2942 793 2149 419 363 374 268 2084 162 294 227 1292 792 164 1195 106 740 1074 121 398 342 272 219 975 873 106 336 147 189
is_linear=0
shrinkage=0.0032998


Tree=7259
num_leaves=32
num_cat=0
split_feature=1 1 52 2 2 2 1 49 2 2 49 131 43 52 16 1 483 42 16 2 42 16 16 1213 1204 2 43 16 16 52 16
split_gain=9.01958 1.99044 1.1199 0.95653 0.60865 0.822851 0.547716 0.332069 0.258736 0.25465 0.230148 0.183093 0.163287 0.154808 0.245791 0.147712 0.145577 0.0999067 0.080911 0.0791976 0.130865 0.125721 0.181174 0.0741566 0.0887979 0.0713032 0.0637598 0.0502931 0.0406666 0.0392201 0.019751
threshold=0.10557500000000002 0.13472500000000001 -0.40011499999999994 0.095850000000000005 0.10656 -1.0000000180025095e-35 0.090355000000000005 -0.034759999999999992 0.084855000000000014 0.13554000000000002 0.10852500000000001 0.087705000000000019 -0.034774999999999993 -0.065394999999999995 -0.0092499999999999978 0.084955000000000017 -0.046924999999999988 0.088485000000000022 -0.15693499999999996 0.11297 0.090945000000000012 0.0044600000000000013 -0.062749999999999986 0.104315 -0.031409999999999993 0.084045000000000022 -0.049364999999999992 -0.074254999999999988 -0.20132999999999998 -0.08403999999999999 0.20277000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 5 -4 8 -5 13 -3 19 12 -8 -1 17 16 -10 25 -11 21 -21 22 -9 24 -18 -15 -6 -14 -28 -12 -23
right_child=1 9 4 7 26 -7 11 10 15 18 29 -13 27 14 -16 -17 23 -19 -20 20 -22 30 -24 -25 -26 -27 28 -29 -30 -31 -32
leaf_value=0.00093526470792224274 0.0010715969851658857 0.00038283091701056619 0.00049021446577061315 0.00064681574611876239 0.0003868867395198049 0.00094704009434150825 0.00069412968444607212 0.00095629877911017466 0.0011530070571926154 0.00023551420697251403 0.00080530844779487618 0.00099269002200326646 0.00081010615637689624 0.0010927311413856968 0.0013078893824834061 0.00082608373422607168 0.0011360114679879994 0.0012162782570438971 5.7737767113573326e-05 0.00071228177462799342 0.00094587193953878828 0.0010708999512685376 0.00071326201094181808 0.0008761687264585374 0.00099329674023534769 0.00097492384816031178 0.00057022137952440072 0.00095325960750611348 0.00045749862650982831 0.00067020536124233715 0.00097932368354019172
leaf_weight=61 58 85 83 79 75 90 78 102 72 54 53 95 53 197 64 54 55 54 59 52 57 53 52 58 691 89 67 68 86 52 96
leaf_count=61 58 85 83 79 75 90 78 102 72 54 53 95 53 197 64 54 55 54 59 52 57 53 52 58 691 89 67 68 86 52 96
internal_value=0 0.000522964 0.000642302 0.000961808 0.000580121 0.000728073 0.00100203 0.000847769 0.00102945 0.000246138 0.000878408 0.000871805 0.000813919 0.00109379 0.00111764 0.000997239 0.00100775 0.00108172 0.000143005 0.000913918 0.000834758 0.000942279 0.000874463 0.000994698 0.00100387 0.00105619 0.000467705 0.000890847 0.000507091 0.000738736 0.00101213
internal_weight=0 657 459 2285 401 173 1689 596 1395 198 517 294 199 465 404 930 876 340 113 412 109 303 154 804 746 286 228 121 153 105 149
internal_count=2942 657 459 2285 401 173 1689 596 1395 198 517 294 199 465 404 930 876 340 113 412 109 303 154 804 746 286 228 121 153 105 149
is_linear=0
shrinkage=0.0032998


Tree=7260
num_leaves=24
num_cat=0
split_feature=15 2 123 2 11 15 457 2 16 2 2 16 159 15 2 481 2 15 16 16 2 2 43
split_gain=16.8116 7.12925 3.10135 2.42321 0.916171 0.920263 0.635502 0.613491 0.60063 0.598209 0.676461 0.515481 0.382681 0.324136 0.418003 0.292488 0.264071 0.187027 0.226102 0.154557 0.138537 0.0876434 0.0779081
threshold=-0.24211499999999997 0.11203000000000002 1.0000000180025095e-35 0.153865 1.0000000180025095e-35 0.033605000000000003 0.062030000000000009 0.086365000000000011 -0.50472499999999987 0.14019000000000004 0.086625000000000021 -0.069694999999999993 0.040460000000000003 1.0000000180025095e-35 0.10669500000000001 -0.050084999999999991 0.13388500000000003 0.087670000000000012 -0.081029999999999977 -0.0070549999999999996 0.11454500000000002 0.12026500000000001 0.05259500000000001
decision_type=2 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 4 8 6 -6 13 -4 -3 10 -1 -8 16 14 15 -2 20 18 -15 -13 -10 -22 -19
right_child=1 3 7 -5 5 -7 11 -9 12 -11 -12 19 -14 17 -16 -17 -18 22 -20 -21 21 -23 -24
leaf_value=-1.8375320438875571e-05 0.0012528589822475337 0.00040358069661357857 0.00029814730973387133 5.3130373968018974e-05 0.0011588974615639657 0.001682998430975659 0.00062211910520243636 0.00079730543970888052 0.00077047719442153214 -0.00017055426705073209 0.00039799645691725318 0.0011381264214232339 0.00053836411151094387 0.0011680730205615856 0.00077962789878678672 0.0010617744937182684 0.00064293954983375809 0.0011400521587600259 0.0013701791722102855 0.00088713436714946386 0.0010685143083462201 0.00087949662858207952 0.0010457108230545638
leaf_weight=81 101 53 56 71 98 59 52 52 52 66 89 60 54 251 53 772 52 468 83 52 61 54 134
leaf_count=81 101 53 56 71 98 59 52 52 52 66 89 60 54 251 53 772 52 468 83 52 61 54 134
internal_value=0 0.00101452 0.00108528 0.000606083 0.0011123 0.00135608 0.00109339 0.000538809 0.000726403 9.57892e-05 0.0001994 0.000895361 0.000788947 0.00111082 0.00106654 0.00108392 0.000850573 0.00115458 0.0012184 0.00102191 0.000915015 0.000980065 0.00111911
internal_weight=0 2688 2291 397 2183 157 2026 108 326 236 170 164 273 1862 926 873 219 936 334 112 167 115 602
internal_count=2924 2688 2291 397 2183 157 2026 108 326 236 170 164 273 1862 926 873 219 936 334 112 167 115 602
is_linear=0
shrinkage=0.0032998


Tree=7261
num_leaves=27
num_cat=0
split_feature=4 1 3 1 12 4 4 4 1 12 4 12 4 41 1212 1 12 403 150 1212 3 1 52 480 3 133
split_gain=18.1574 4.47493 2.5941 1.27132 0.729888 0.715218 0.695587 0.643589 0.553484 0.522461 0.499851 0.391778 0.350894 0.298726 0.205322 0.201002 0.191626 0.163941 0.149285 0.123127 0.115351 0.104305 0.119039 0.0970906 0.0801166 0.0372991
threshold=0.27998000000000006 0.10398500000000001 -0.069049999999999986 0.12895500000000001 0.056995000000000011 -0.045759999999999988 -0.17568999999999999 0.032770000000000001 0.092695000000000013 0.092085000000000014 -0.039279999999999995 -0.0066799999999999993 0.053330000000000009 0.075585000000000013 0.089955000000000021 0.11417500000000001 0.11878500000000002 -0.083579999999999988 0.084800000000000014 0.040035000000000008 0.17351000000000003 0.091915000000000011 0.40431 0.087795000000000026 -0.07908999999999998 0.096205000000000013
decision_type=2 2 2 2 2 2 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 15 6 -4 -1 18 11 13 -3 -8 16 14 19 -2 21 -16 -7 23 -5 22 -11 -6 -23 -14
right_child=3 2 5 20 9 7 8 -9 -10 12 -12 -13 25 -15 17 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 -27
leaf_value=0.001214895114763113 0.00047778579237712718 0.0013148338175285811 0.00076229546949265522 3.886641017826784e-05 0.0011344175337938273 0.00034293120390975533 0.0011231398269624796 0.00065317423231412027 0.00062166106784868459 0.0010841135724633986 0.00089843307674478405 0.00081310258175773043 0.00092893204621455577 0.0013864246065806141 0.00086766707179967246 0.00025307838668019617 0.00087508176841819246 0.0011276109467997311 9.7455085512086298e-05 0.0012667732532793306 -0.0001538181247308168 0.0012700414325513285 0.00091414830080494371 0.0012866413851364068 0.0010997911449772391 0.00079618139966442566
leaf_weight=79 102 52 71 85 880 53 85 56 76 346 82 96 52 58 53 77 52 57 56 103 56 56 55 52 80 54
leaf_count=79 102 52 71 85 880 53 85 56 76 346 82 96 52 58 53 77 52 57 56 103 56 56 55 52 80 54
internal_value=0 0.00102977 0.000693385 0.000196707 0.00108547 0.000484912 0.000943016 0.00036534 0.000859305 0.00111067 0.00106028 0.000958895 0.00103813 0.00115255 0.00114067 0.000381321 0.00106983 0.00100269 0.000217138 0.00115531 -3.74109e-05 0.00108863 0.00106089 0.00114295 0.00117015 0.000861637
internal_weight=0 2604 370 320 2234 236 336 165 257 1898 134 181 695 1203 1145 179 589 110 109 1035 141 537 401 932 136 106
internal_count=2924 2604 370 320 2234 236 336 165 257 1898 134 181 695 1203 1145 179 589 110 109 1035 141 537 401 932 136 106
is_linear=0
shrinkage=0.0032998


Tree=7262
num_leaves=26
num_cat=0
split_feature=1 4 1 12 1 16 4 12 3 3 4 51 3 12 3 12 133 1 3 47 1 16 16 12 1
split_gain=18.239 3.93422 2.68937 1.95647 2.02208 1.21517 0.506859 0.466616 0.440707 0.633018 0.301102 0.295676 0.344795 0.260897 0.226639 0.499966 0.212514 0.192189 0.152236 0.150362 0.139431 0.131023 0.126743 0.0979764 0.0972814
threshold=0.12448500000000001 0.27998000000000006 0.15390500000000004 0.056995000000000011 0.10398500000000001 -0.074254999999999988 -0.17568999999999999 0.09253500000000002 0.093925000000000022 0.057935000000000007 0.053330000000000009 0.096130000000000007 -0.11211999999999998 -0.085124999999999992 -0.11372999999999998 0.08598500000000002 -0.14785999999999996 0.092485000000000026 -0.0037099999999999998 0.081905000000000019 0.090355000000000005 -0.53870999999999991 -0.082974999999999979 0.098785000000000012 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 6 13 -1 14 9 17 11 12 -9 -2 15 -5 -16 -8 -6 20 -18 -3 -14 -12 -21
right_child=2 21 -4 7 18 -7 8 10 -10 -11 23 -13 22 -15 16 -17 19 -19 -20 24 -22 -23 -24 -25 -26
leaf_value=0.0014423431245910489 0.00048855708083632736 0.00086447330897817913 -0.0003151900754632161 0.0017366259354438841 0.00058699964402945243 0.00080251033321288598 0.0011844074428251034 0.0014958241524399727 0.00087052001679692437 0.0015126858584510634 0.0012077334969752885 0.0010974893682826289 0.0014149904758182761 0.00018890301364036819 0.0014897168547719729 0.0012889634657079485 0.0013256889710860414 0.00093077199711671043 0.00082658233380732051 0.001347440975806913 0.0011445767382910782 0.00066884767682055108 0.0012515097919182456 0.0010266734923837237 0.0015568312507195381
leaf_weight=79 53 63 53 53 59 92 96 95 54 55 67 82 64 80 103 58 884 52 60 54 52 100 391 73 52
leaf_count=79 53 63 53 53 59 92 96 95 54 55 67 82 64 80 103 58 884 52 60 54 52 100 391 73 52
internal_value=0 0.00124181 0.000353118 0.00127443 0.00107845 0.000510699 0.00120951 0.00131838 0.0011378 0.00120873 0.00125394 0.00128497 0.00131286 0.000308579 0.00135796 0.00150303 0.00134387 0.00109553 0.000708094 0.00132941 0.00131566 0.000744674 0.00127458 0.00111358 0.00145049
internal_weight=0 2646 278 2483 455 225 336 2028 257 203 772 632 550 133 1256 111 1145 148 119 1042 936 163 455 140 106
internal_count=2924 2646 278 2483 455 225 336 2028 257 203 772 632 550 133 1256 111 1145 148 119 1042 936 163 455 140 106
is_linear=0
shrinkage=0.0032998


Tree=7263
num_leaves=12
num_cat=0
split_feature=15 14 2 2 1428 1452 1375 151 48 0 48
split_gain=0.71988 0.196333 0.222841 0.189358 0.15524 0.119608 0.0924884 0.109775 0.0982939 0.14626 0.133763
threshold=-0.23982999999999996 -0.40567999999999999 0.12750000000000003 0.15205000000000002 0.086830000000000018 0.093915000000000012 -0.16449999999999998 0.055120000000000009 0.082425000000000012 -0.14920999999999998 0.093565000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2 8 9 -8 -10
right_child=3 2 -4 -5 -6 -7 7 -9 10 -11 -12
leaf_value=0.0035562044948661371 -0.00036118995521187459 -0.0019149070376389393 -0.014981240083753603 -0.0019082757412605697 0.014674226638374402 -0.0011434086033185785 0.013077539043355423 0.012165062070790367 0.00089762885731281365 0.0066264754159261101 0.0069827785784294062
leaf_weight=80 53 103 58 76 66 58 106 101 195 1811 217
leaf_count=80 53 103 58 76 66 58 106 101 195 1811 217
internal_value=0 -0.00324337 -0.00663319 0.00635384 0.00659538 0.00638484 0.00656141 0.00671314 0.00647594 0.00698412 0.00410703
internal_weight=0 241 161 2683 2607 2541 2483 2430 2329 1917 412
internal_count=2924 241 161 2683 2607 2541 2483 2430 2329 1917 412
is_linear=0
shrinkage=0.16829


Tree=7264
num_leaves=16
num_cat=0
split_feature=1 4 11 11 124 398 1212 1212 42 42 402 1 1 1 43
split_gain=0.553916 0.244828 0.115354 0.13225 0.099841 0.0805916 0.0745322 0.285443 0.192987 0.169875 0.0861152 0.0721954 0.128809 0.040302 0.0513067
threshold=0.15390500000000004 0.26546000000000003 0.079700000000000007 0.086175000000000015 -0.087319999999999995 1.0000000180025095e-35 0.087685000000000013 0.058905000000000006 0.091265000000000013 0.082495000000000013 0.13174500000000003 0.13831000000000002 0.12895500000000001 0.10423500000000001 -0.072364999999999985
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 10 9 -8 -6 12 13 -3 -15
right_child=-2 11 3 -5 5 -7 8 -9 -10 -11 -12 -13 -14 14 -16
leaf_value=-0.0017616317428608367 -0.012411960239738574 -0.0021118500872848991 0.016970348593238635 0.0062132683301527611 0.0054163073008169837 0.011571014282619644 0.0033661518149511881 0.0172245558720414 0.010232411554084169 -0.0076692164809036983 -0.0014334797489254961 0.005907500137900667 -0.0079101739230465623 -0.0013010741302080125 0.0050060798830369067
leaf_weight=56 53 68 52 88 1925 59 112 58 65 61 53 62 53 56 103
leaf_count=56 53 68 52 88 1925 59 112 58 65 61 53 62 53 56 103
internal_value=0 0.00494141 0.005513 0.0102216 0.00523632 0.00540507 0.0052443 0.00557438 0.002413 -0.000514547 0.00523186 0.000709336 -0.00043527 0.00130206 0.00277339
internal_weight=0 2871 2529 140 2389 2333 2274 2036 238 173 1978 342 280 227 159
internal_count=2924 2871 2529 140 2389 2333 2274 2036 238 173 1978 342 280 227 159
is_linear=0
shrinkage=0.16829


Tree=7265
num_leaves=34
num_cat=0
split_feature=1 3 2 2 1 2 150 12 1 1 40 1 52 0 12 2 2 15 475 49 475 123 15 15 16 0 13 52 52 13 3 4 0
split_gain=7.21328 1.70231 1.23158 1.01927 0.523885 0.696699 0.504843 0.381313 0.361838 0.36328 0.274736 0.247069 0.238268 0.215532 0.215206 0.208512 0.177874 0.22365 0.178479 0.163636 0.171754 0.144527 0.12366 0.122408 0.107459 0.105093 0.100495 0.126895 0.0966205 0.0895155 0.0575905 0.0461364 0.025336
threshold=0.10921500000000002 -0.06656999999999999 0.11504500000000002 0.098655000000000007 0.092395000000000019 -0.0098549999999999974 0.082085000000000019 0.084735000000000019 1.0000000180025095e-35 0.083960000000000021 -0.084924999999999987 0.12313000000000002 -0.065394999999999995 -0.095909999999999981 -0.032329999999999991 0.091185000000000002 0.123795 0.086035000000000014 -0.07712999999999999 -0.017669999999999995 -0.082449999999999982 0.086990000000000026 -0.2987999999999999 0.091435000000000002 -0.053299999999999993 -0.13619499999999998 -0.084814999999999988 -0.015159999999999998 -0.45635499999999996 0.0048350000000000008 -0.077849999999999989 -0.062804999999999986 -0.080134999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 14 8 13 -10 -3 25 -11 -1 -5 19 17 18 -16 -9 -21 22 -13 -22 32 -12 27 -15 -20 30 31 -17 -7
right_child=1 10 -4 6 5 24 -8 15 9 12 11 21 -14 26 16 29 -18 -19 28 20 23 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.00072986628040708755 0.00094475767724187386 0.00011772115127042606 0.00032990780409785709 0.00057360110449841369 0.00042075255110502781 0.00096628287728678733 0.00045537830852111544 0.0010853153927993548 0.001300566309450187 0.00084263385543769114 0.00039042943796359619 0.00024372995187180383 0.0011396861513204458 0.00092425527363988031 0.00094632566347056411 0.00078534879393289149 0.00062413824750582431 0.00097815139660128872 0.00085391233622723797 0.00071316610234786314 0.00092476918347692266 0.00016511530744627573 0.00044156104355447257 0.000791354541140209 0.00075919470320768255 0.00059168906045712222 0.00087566789582241289 0.0011275787204469811 0.00069802157974406943 0.0009235645345774758 0.0008263034385265326 0.00064092760370078154 0.00085532192036553913
leaf_weight=54 101 62 55 56 54 59 64 55 69 58 66 65 63 74 57 52 60 79 61 54 664 69 76 89 94 52 90 67 178 54 103 54 52
leaf_count=54 101 62 55 56 54 59 64 55 69 58 66 65 63 74 57 52 60 79 61 54 664 69 76 89 94 52 90 67 178 54 103 54 52
internal_value=0 0.000436705 0.00072821 0.000856838 0.000893972 0.000755514 0.00073239 0.000916363 0.000995345 0.0011078 0.000320013 0.000358144 0.000997589 0.00092025 0.000768426 0.000882984 0.000793426 0.000820418 0.000778201 0.000908105 0.000895984 0.000289831 0.000350612 0.000909047 0.000843523 0.000479419 0.000964603 0.00102112 0.000737957 0.000800516 0.000768555 0.000712108 0.000914619
internal_weight=0 546 156 2414 1859 259 555 1600 475 190 390 328 121 285 491 1125 435 375 296 862 807 210 141 753 205 118 231 141 239 263 209 106 111
internal_count=2960 546 156 2414 1859 259 555 1600 475 190 390 328 121 285 491 1125 435 375 296 862 807 210 141 753 205 118 231 141 239 263 209 106 111
is_linear=0
shrinkage=0.0032998


Tree=7266
num_leaves=28
num_cat=0
split_feature=1 1 16 1 150 124 14 159 43 4 50 4 16 4 160 4 1 48 16 393 158 16 394 16 1 16 16
split_gain=12.6451 2.6882 1.57467 0.987131 0.701323 0.579583 0.560038 0.400209 0.336596 0.224592 0.217148 0.199427 0.225685 0.258265 0.201457 0.171262 0.407967 0.169974 0.169055 0.133815 0.113567 0.137899 0.101807 0.079157 0.0693668 0.0608399 0.05895
threshold=0.10398500000000001 0.12448500000000001 0.12992000000000004 0.092395000000000019 0.082085000000000019 -0.064554999999999987 0.064610000000000015 0.087360000000000007 -0.078039999999999984 0.31392000000000003 0.12170000000000002 0.0063750000000000013 0.014185000000000001 -0.50231999999999988 -0.0033249999999999994 0.41377500000000006 0.10970000000000001 0.08956500000000002 -0.49057499999999993 0.086300000000000016 0.078875000000000015 -0.029134999999999998 -0.014749999999999997 -0.071704999999999991 0.096035000000000023 -0.14085499999999998 -0.40430999999999989
decision_type=2 2 2 2 2 2 2 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 8 -2 10 15 -5 17 11 12 19 -14 -15 16 -7 -3 -11 22 21 25 -1 -10 -25 -13 -20
right_child=1 9 -4 4 -6 7 -8 -9 23 18 -12 20 13 14 -16 -17 -18 -19 26 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=0.0012823677832601928 0.00039311898839869148 0.00060670718238492319 0.0011625546796315452 0.00078087099412968842 0.00061673421408985681 0.00067884171863125315 0.0013940675841756795 0.00048354294471819137 0.0011901123805148786 0.00040984829106804237 0.00092413452260485724 0.0010019285190472679 0.0012520153487282635 0.00085945747916263784 0.0010748496402057013 0.00065771214588023787 0.0010639743674746753 0.00034564241676087132 0.00012271089726690292 0.0010367139738259234 0.0011543158533308473 0.0011179867173736499 0.0011669783221353314 0.00093472164112366437 0.0010942428030069743 0.00085057675538440219 0.00027800244822219472
leaf_weight=98 69 52 88 54 61 57 89 52 54 66 59 82 66 67 180 54 65 59 57 84 90 84 1030 52 87 52 52
leaf_count=98 69 52 88 54 61 57 89 52 54 66 59 82 66 67 180 54 65 59 57 84 90 84 1030 52 87 52 52
internal_value=0 0.000594244 0.000774336 0.0011095 0.000935063 0.000659189 0.0011366 0.000739556 0.00101354 0.00035169 0.00112447 0.0011309 0.00114663 0.00106633 0.00101657 0.000814996 0.000884324 0.00046826 0.000277549 0.00116734 0.0010529 0.00101087 0.00117703 0.00107845 0.00103482 0.000943458 0.000197118
internal_weight=0 671 385 2289 308 297 1981 228 247 286 1892 1833 1525 313 247 176 122 111 175 1212 308 218 1128 193 139 134 109
internal_count=2960 671 385 2289 308 297 1981 228 247 286 1892 1833 1525 313 247 176 122 111 175 1212 308 218 1128 193 139 134 109
is_linear=0
shrinkage=0.0032998


Tree=7267
num_leaves=30
num_cat=0
split_feature=4 12 3 3 12 0 0 12 15 14 16 151 402 3 4 16 133 3 12 0 16 16 12 13 4 3 15 15 3
split_gain=11.5803 3.43023 1.77178 1.6304 0.941552 0.623454 0.521053 0.485073 0.359231 0.264411 0.369842 0.236893 0.226582 0.252402 0.221252 0.233379 0.211159 0.192785 0.141684 0.140257 0.12019 0.149311 0.109722 0.105555 0.0952226 0.0995215 0.125789 0.0920473 0.02107
threshold=0.31392000000000003 0.056995000000000011 0.11391500000000002 0.076825000000000018 0.13642500000000005 -0.076589999999999978 -0.12851999999999997 0.093985000000000013 -1.0000000180025095e-35 -0.45687499999999998 -0.54150999999999994 -0.014594999999999999 0.089785000000000018 -0.086064999999999989 0.51367000000000018 -0.44388499999999992 -0.41385999999999995 0.30863500000000005 0.084065000000000015 -0.086414999999999978 0.022165000000000004 -0.00040499999999999992 0.091735000000000025 -0.085744999999999988 -0.084854999999999986 -0.08095999999999999 -1.0000000180025095e-35 0.096540000000000015 -0.12077499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -1 12 -5 -2 -11 -7 18 -14 15 -12 -9 -4 23 -15 21 -20 -22 -3 28 26 -26 -27 -18
right_child=9 4 17 8 -6 11 -8 16 -10 10 14 -13 13 19 -16 -17 24 -19 20 -21 22 -23 -24 -25 25 27 -28 -29 -30
leaf_value=0.00069006629819837509 0.00060323439554507653 0.0013338467362451238 0.00059748784563225135 0.001051302221872126 0.00072490569121110981 0.00047933048887846623 0.0011009934042112018 0.0012573688152950893 0.0013686849038027687 0.00058806315977878157 0.0003380955338254726 0.00074740966770700176 0.0014770226157875272 0.0010825659043555132 0.00042394171754109105 3.7501188629805256e-05 0.0011953674034633009 0.00031630850009427974 0.0011552998799480888 0.0013225027780814503 0.0010131939178707223 0.0013314609639179995 0.00118666560568421 0.0011527304183082277 0.0010368702815288814 0.0010145783467279054 0.00081932507132229061 0.0011338615121410996 0.0010862067024296346
leaf_weight=55 65 92 56 83 60 61 89 60 76 63 62 91 57 56 86 52 52 52 820 56 124 59 64 64 71 211 53 118 52
leaf_count=55 65 92 56 83 60 61 89 60 76 63 62 91 57 56 86 52 52 52 820 56 124 59 64 64 71 211 53 118 52
internal_value=0 0.00107164 0.000843033 0.000933296 0.00113383 0.00078818 0.000944287 0.00114603 0.00120323 0.000413933 0.000367014 0.000640057 0.00118041 0.00129553 0.000297207 0.000201291 0.00106841 0.000462431 0.00116447 0.00120285 0.00115051 0.00116716 0.00107244 0.00125977 0.00104799 0.00102653 0.000944171 0.00105747 0.00114113
internal_weight=0 2632 563 455 2069 296 144 2009 159 328 263 152 1392 169 200 114 617 108 1223 112 1067 879 188 156 557 453 124 329 104
internal_count=2960 2632 563 455 2069 296 144 2009 159 328 263 152 1392 169 200 114 617 108 1223 112 1067 879 188 156 557 453 124 329 104
is_linear=0
shrinkage=0.0032998


Tree=7268
num_leaves=27
num_cat=0
split_feature=1 3 1 12 12 11 16 39 3 47 1 3 50 16 47 3 474 3 3 16 12 52 12 16 52 13
split_gain=12.498 3.01965 0.831289 0.808284 0.729417 0.657421 0.81604 0.620862 0.402115 0.326123 0.357369 0.479166 0.306168 0.28723 0.201708 0.289821 0.197266 0.182959 0.14869 0.104318 0.0986375 0.096968 0.0904015 0.0894601 0.0589574 0.0535381
threshold=0.10398500000000001 -0.036264999999999992 0.091280000000000014 0.088365000000000013 0.10595000000000002 1.0000000180025095e-35 0.014185000000000001 0.055555000000000007 -0.097829999999999986 0.10664500000000002 0.13074500000000003 0.040040000000000006 0.11028500000000001 -1.0000000180025095e-35 0.07906500000000001 -0.081404999999999991 0.089165000000000008 0.088880000000000015 -0.07792499999999998 -0.0021749999999999994 0.097145000000000023 -0.013914999999999999 0.095450000000000021 -0.076909999999999992 0.013340000000000001 -0.077614999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 22 6 12 17 -8 10 11 -3 13 14 15 -1 20 18 19 -4 25 -12 -5 -14 -20 -10
right_child=1 9 7 4 -6 -7 8 -9 16 -11 21 -13 23 -15 -16 -17 -18 -19 24 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0012000791322833969 0.00052863733922891404 0.00032479418572222075 0.00091728888951864314 0.0012498071063359317 0.00073988260972522764 0.0014102859447151044 0.00073461604495684305 0.00064674742683326202 0.00097760332753947933 0.00064909612871234248 0.0001585920336352991 0.00065387940471935103 0.001094677342807339 0.0013777819261153368 0.0013209511692110032 0.001091477614779394 0.0012157638219677661 0.0008530300907370514 0.001226630598933041 0.0011119553695131833 0.00090929687892690118 0.00033446485529029635 0.0010623038339943349 0.00089521332877771497 0.0010689094145311616 0.0010999066714563934
leaf_weight=727 54 98 82 54 81 100 55 54 76 65 53 96 53 80 94 441 60 53 66 52 88 101 69 52 52 104
leaf_count=727 54 98 82 54 81 100 55 54 76 65 53 96 53 80 94 441 60 53 66 52 88 101 69 52 52 104
internal_value=0 0.000608833 0.00112108 0.000889035 0.000984262 0.00114831 0.00113397 0.000974628 0.000997903 0.000433706 0.000393374 0.000487822 0.00116996 0.00118353 0.00117119 0.0011591 0.00104194 0.00103256 0.00107018 0.000993094 0.0010029 0.000274166 0.00114491 0.000996231 0.00115742 0.00104846
internal_weight=0 671 2289 258 204 1930 1830 359 383 413 348 194 1447 1342 1262 1168 328 305 252 134 268 154 123 105 118 180
internal_count=2960 671 2289 258 204 1930 1830 359 383 413 348 194 1447 1342 1262 1168 328 305 252 134 268 154 123 105 118 180
is_linear=0
shrinkage=0.0032998


Tree=7269
num_leaves=25
num_cat=0
split_feature=1 1211 1212 160 131 159 1 124 0 1 39 0 0 0 131 3 1 49 158 402 43 13 42 0
split_gain=0.413865 0.183206 0.201096 0.183257 0.142397 0.148883 0.146031 0.218111 0.126447 0.307276 0.125608 0.114699 0.171721 0.1107 0.100168 0.0947609 0.0871647 0.0746766 0.0661753 0.0601036 0.146407 0.0762704 0.0532472 0.0186664
threshold=0.091395000000000018 0.079615000000000019 0.092815000000000022 -0.54784999999999984 0.090030000000000013 0.09284000000000002 0.12448500000000001 -0.073304999999999995 -0.14385499999999998 0.10985500000000002 0.0095750000000000019 -0.14259999999999998 -0.10594499999999998 -0.095554999999999987 0.10207000000000001 -0.074959999999999985 0.083065000000000014 -0.026279999999999998 0.08870500000000002 0.0038750000000000004 -0.025079999999999995 -0.088854999999999976 0.092340000000000019 -0.073254999999999987
decision_type=2 2 2 2 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 23 17 15 -8 16 -13 -14 22 -10 -5 -9 -7 21 -21 -15 -6 -2
right_child=4 2 -4 11 14 18 10 8 9 -11 -12 12 13 19 -16 -17 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.019167353565001384 -0.0029973727811360117 -0.0052792071733500914 0.008568205071655342 0.01809873288943855 0.015824839994103061 -0.0050687849504293938 -0.0037675576592438821 0.0076195762355862817 0.0044057080229027278 0.019670507608098853 0.005121374479351474 0.0014413445209573721 0.014640150033369111 0.013164872409314431 0.0039135656917322166 0.011517416634910528 0.0094926033225284541 -0.00062676486248258918 0.0027317908836145353 0.017436239599370611 0.008408736956237034 0.0078705359320006482 0.0084765174559741658 0.001500492553450989
leaf_weight=53 52 52 69 68 56 68 91 59 158 68 89 88 97 84 69 81 68 65 56 74 168 1116 59 52
leaf_count=53 52 52 69 68 56 68 91 59 158 68 89 88 97 84 69 81 68 65 56 74 168 1116 59 52
internal_value=0 0.00896355 0.0026024 0.0093864 0.00477436 0.00384081 0.00477501 0.00617043 0.00783994 0.00967492 0.000617544 0.00909134 0.0086959 0.00910955 0.00902139 0.00682347 0.0138089 0.00328241 -0.00153146 0.00873627 0.0111766 0.00824264 0.0120705 -0.000731165
internal_weight=0 1937 121 1816 1023 839 715 535 431 307 180 1763 1627 1539 184 239 136 124 124 1442 242 1200 115 104
internal_count=2960 1937 121 1816 1023 839 715 535 431 307 180 1763 1627 1539 184 239 136 124 124 1442 242 1200 115 104
is_linear=0
shrinkage=0.16829


Tree=7270
num_leaves=19
num_cat=0
split_feature=3 4 2 1456 1210 2 51 4 1375 3 13 42 13 0 1 151 13 3
split_gain=0.55598 0.240899 0.219662 0.14427 0.108999 0.118971 0.20468 0.151527 0.144768 0.176022 0.117582 0.095017 0.0908427 0.0652947 0.0620189 0.0941451 0.0848419 0.068316
threshold=0.30863500000000005 0.26546000000000003 -0.007134999999999999 -0.11244999999999998 -0.079364999999999977 0.087605000000000002 0.0045000000000000014 -0.016339999999999997 -0.072014999999999982 0.10856000000000002 -0.086554999999999979 0.0069650000000000016 -0.48634999999999995 -0.06612999999999998 0.12040000000000002 -1.0000000180025095e-35 -0.020484999999999996 -0.0075749999999999993
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 11 6 10 -8 -7 -10 -6 -5 -2 -1 15 -3 -17 -16
right_child=12 14 3 4 5 8 7 -9 9 -11 -12 -13 -14 -15 17 16 -18 -19
leaf_value=0.0032065602326828003 -0.00069948976181342644 -0.0024374449147636077 0.013462650759641806 0.0072272390588402052 0.0053433747663860186 -0.0029823473525823515 -0.0050759266608673874 0.0069191201850792713 0.0055116422742643957 0.014082833625606458 0.01003830267604491 -0.0021753705782273148 -0.0099841288941522905 -0.004810855154214231 0.0022721656224621552 0.0094464762199860559 0.00077770645911750635 -0.0056067563674501381
leaf_weight=59 56 54 90 52 194 52 53 68 1027 73 714 73 65 56 67 78 55 58
leaf_count=59 56 54 90 52 194 52 53 68 1027 73 714 73 65 56 67 78 55 58
internal_value=0 0.00594031 0.00648852 0.00683343 0.00657392 0.00685119 0.0081703 0.00165024 0.00567137 0.00608209 0.00903718 0.00172174 -0.00570195 -0.00068195 0.0015225 0.00346512 0.00587515 -0.00136928
internal_weight=0 2823 2511 2396 2306 2181 1029 121 1152 1100 908 125 121 115 312 187 133 125
internal_count=2944 2823 2511 2396 2306 2181 1029 121 1152 1100 908 125 121 115 312 187 133 125
is_linear=0
shrinkage=0.16829


Tree=7271
num_leaves=15
num_cat=0
split_feature=3 4 1456 15 43 1447 11 9 3 0 40 1 1 4
split_gain=0.384924 0.166564 0.110222 0.116296 0.0859412 0.11812 0.114149 0.114944 0.0922054 0.0607425 0.0566384 0.0616934 0.0950598 0.0527098
threshold=0.30863500000000005 0.26546000000000003 -0.11244999999999998 -0.22805999999999996 -0.46052499999999996 -0.070404999999999981 0.089795000000000014 0.081505000000000008 -0.085784999999999986 -0.10998999999999999 -0.080249999999999988 0.121715 0.10877000000000002 -0.025079999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 8 7 -7 -6 -2 -3 12 -12 -10
right_child=9 10 3 4 5 6 -8 -9 13 -11 11 -13 -14 -15
leaf_value=0.011197024101350548 -0.0013282212018188434 -0.0034662406219869578 0.012645773575883756 -0.00036969203069939363 0.015035488932396509 0.0048173179647833372 0.0124025509750081 -0.0031776191300418714 0.0030968823906659493 -0.0089507792580748261 0.0003202222525916376 -0.0013281770857790079 0.0083287002072179647 0.0097737498641619312
leaf_weight=90 67 58 58 81 55 1982 55 52 61 54 87 85 82 77
leaf_count=90 67 58 58 81 55 1982 55 52 61 54 87 85 82 77
internal_value=0 0.00494105 0.00539693 0.00518057 0.00499658 0.00518784 0.00481801 0.00461204 0.00918152 -0.00474487 0.00126628 0.00235401 0.00421662 0.0068354
internal_weight=0 2823 2511 2421 2363 2282 2089 2034 193 121 312 254 169 138
internal_count=2944 2823 2511 2421 2363 2282 2089 2034 193 121 312 254 169 138
is_linear=0
shrinkage=0.16829


Tree=7272
num_leaves=28
num_cat=0
split_feature=1 12 1 0 12 1 15 0 160 52 1 12 158 1455 15 475 1 12 12 12 15 158 12 0 133 52 15
split_gain=14.7051 1.81109 1.49651 1.26258 1.24904 0.794917 0.552687 0.501335 0.461173 0.450007 0.413354 0.38865 0.253424 0.200801 0.225763 0.190287 0.188711 0.257492 0.177409 0.157265 0.149318 0.148761 0.144623 0.127888 0.112816 0.0832561 0.0824529
threshold=0.10749500000000002 -0.042789999999999988 0.092845000000000025 -0.077614999999999976 -1.0000000180025095e-35 0.13662500000000002 -0.077474999999999988 -0.099704999999999974 -0.060659999999999992 -0.072144999999999987 0.13699000000000003 0.093910000000000007 0.078875000000000015 0.088555000000000009 0.099260000000000015 -0.0052149999999999992 0.089825000000000002 0.086675000000000016 -0.090874999999999984 0.093245000000000008 -0.24211499999999997 0.087355000000000016 0.094730000000000023 -0.072849999999999984 -1.0000000180025095e-35 -0.015539999999999998 -0.049344999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 12 -4 6 20 -6 19 -8 18 25 13 14 16 -9 17 -1 -2 -5 -3 -14 -17 -13 -23 -10 -25
right_child=1 5 4 8 7 -7 9 15 11 -11 -12 23 21 -15 -16 22 -18 -19 -20 -21 -22 24 -24 26 -26 -27 -28
leaf_value=0.0012902090241131169 0.0005570185305293681 0.00049360771946552044 0.00058253031141496082 0.00096775564645168281 0.00079461261459487487 0.00042484862596011363 0.0011660604704200261 0.0012663396606512577 0.0011116329413609668 0.00078331318649776948 0.00012212776141641172 0.0011277986274170204 0.0014851400097124479 0.0010018415874305858 0.0010206596091745627 0.00094345281180648348 0.0010648844460829172 0.0011871356135936032 0.00032082848536907902 0.00071269924202984356 0.0007245511935215236 0.0013931633216690332 0.0011416636607213724 0.0010444403469497669 0.0011882559101543909 0.001260935906087942 0.00087717491439444578
leaf_weight=511 61 56 81 53 69 90 53 68 80 94 78 52 55 53 65 74 79 582 83 56 71 54 97 52 75 100 102
leaf_count=511 61 56 81 53 69 90 53 68 80 94 78 52 55 53 65 74 79 582 83 56 71 54 97 52 75 100 102
internal_value=0 0.000551423 0.00113563 0.00117265 0.000948129 0.000694767 0.000783297 0.00104416 0.00102801 0.00092155 0.000316231 0.00108185 0.0012212 0.00120459 0.00121325 0.00111606 0.0012239 0.00123536 0.000421126 0.000837041 0.000622995 0.00133752 0.00105609 0.000983004 0.0012743 0.00119477 0.000933883
internal_weight=0 586 2358 1969 389 364 274 308 495 147 222 386 1474 1290 1237 239 1172 1093 144 109 127 184 171 206 129 180 154
internal_count=2944 586 2358 1969 389 364 274 308 495 147 222 386 1474 1290 1237 239 1172 1093 144 109 127 184 171 206 129 180 154
is_linear=0
shrinkage=0.0032998


Tree=7273
num_leaves=30
num_cat=0
split_feature=1 3 1 1 457 1 0 3 15 15 43 3 0 50 41 3 3 49 0 3 43 51 0 50 159 1446 43 1 3
split_gain=20.3 3.09676 1.23369 1.05157 1.02365 0.840893 0.484444 0.475705 0.412414 0.268678 0.254046 0.27114 0.248614 0.216678 0.212998 0.21126 0.223246 0.187959 0.204944 0.181846 0.181112 0.151842 0.148171 0.133302 0.121242 0.140718 0.0998057 0.0641738 0.02449
threshold=0.10575500000000002 -0.053364999999999996 0.092845000000000025 0.13654500000000003 0.048350000000000011 0.12448500000000001 -0.099704999999999974 -0.080294999999999991 -0.092609999999999984 -0.2987999999999999 -0.079944999999999988 0.14029000000000003 -0.077574999999999991 0.11695500000000002 0.07677500000000001 -0.13392999999999997 -0.090439999999999979 -0.016594999999999995 -0.11262999999999999 0.090170000000000014 -0.076949999999999977 -0.017084999999999999 -0.096849999999999978 1.0000000180025095e-35 0.084135000000000001 0.083705000000000016 -0.081354999999999983 0.095435000000000006 -0.076004999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 10 6 8 -4 12 -2 -5 -3 19 14 17 22 -14 -17 -9 -19 -12 -8 -10 -1 26 25 -24 -20 -22 -29
right_child=1 3 4 9 -6 -7 20 13 21 -11 11 -13 15 -15 -16 16 -18 18 23 -21 27 -23 24 -25 -26 -27 -28 28 -30
leaf_value=0.00096844027966571853 0.00052312226152602739 0.00013244775135125799 0.00061687994221449119 -0.00018921835043466423 0.00041398929317364034 0.00029628184426156226 0.00080204022989031063 0.0008251559186950681 0.000974181160555449 9.7225841574472252e-05 0.00033085475692838125 0.00016341448531778817 0.0011550400528931731 0.0007762391957500844 0.0012971810135138659 0.00077364994236186948 0.0010230422745364106 0.0011634072511597713 0.0010901919896616184 0.00057575690221342872 0.0011227144879122385 0.00073853470487989794 0.0010710788462062087 0.0011252768267880759 0.0012176902150981528 0.0012016847842739556 0.00094201050598957485 0.00092093862850302073 0.0010310245873020282
leaf_weight=103 57 75 52 76 56 57 53 70 66 67 76 55 56 58 59 70 94 83 61 60 56 58 662 66 96 110 381 53 58
leaf_count=103 57 75 52 76 56 57 53 70 66 67 76 55 56 58 59 70 94 83 61 60 56 58 662 66 96 110 381 53 58
internal_value=0 0.000347494 0.0010093 0.00017323 0.000821423 0.000646818 0.000905176 0.00104058 0.000757013 -5.47639e-05 0.00029593 0.00035994 0.00107974 0.000972459 0.00110152 0.00097761 0.000916809 0.000989623 0.00100904 0.000439159 0.000973159 0.000864244 0.00108959 0.000983753 0.00110393 0.00108973 0.000962541 0.00102726 0.000978778
internal_weight=0 647 2297 409 328 238 272 1969 181 143 266 191 1250 719 1030 220 164 661 591 136 220 124 971 508 868 772 442 167 111
internal_count=2944 647 2297 409 328 238 272 1969 181 143 266 191 1250 719 1030 220 164 661 591 136 220 124 971 508 868 772 442 167 111
is_linear=0
shrinkage=0.0032998


Tree=7274
num_leaves=28
num_cat=0
split_feature=15 12 2 13 133 15 2 150 12 2 2 16 15 13 159 13 403 16 12 475 16 13 160 13 13 12 16
split_gain=6.94108 3.52543 1.54268 1.18367 0.844496 0.549458 0.482826 0.423603 0.36571 0.361523 0.390833 0.323031 0.281715 0.244888 0.214598 0.20216 0.193397 0.191868 0.186647 0.171897 0.153473 0.151298 0.254775 0.1462 0.110668 0.0876042 0.0871467
threshold=-0.2987999999999999 0.056995000000000011 0.13388500000000003 -0.27740999999999993 0.08653000000000001 0.021950000000000001 0.10060500000000001 0.089155000000000012 0.086730000000000015 0.14073000000000005 0.10362500000000001 0.024125000000000004 -0.12776499999999999 -0.087984999999999994 0.0043550000000000004 -0.062109999999999992 -0.14733499999999997 0.11160500000000002 0.10830500000000001 -0.066239999999999979 -0.014854999999999998 -0.086394999999999986 -0.082244999999999985 0.00029500000000000007 -0.085234999999999991 0.095450000000000021 -0.062279999999999995
decision_type=2 2 2 2 2 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 6 -2 5 7 8 12 16 10 -1 14 -5 -8 18 25 -3 -14 -10 -15 -16 22 -18 26 -23 -13 -21
right_child=1 2 -4 4 -6 -7 13 -9 11 -11 -12 15 17 19 20 -17 21 -19 -20 23 -22 24 -24 -25 -26 -27 -28
leaf_value=0.00028033680119335375 0.00038776483948297074 0.0013179312782718724 0.0004745070215269722 0.0010851248033723162 0.00049483045172479616 0.0011545469035370154 0.00072084708992776092 0.00055934468315444797 0.0010571387819494943 0.0001225509270604018 0.0006098082730461394 0.00093249285243591747 0.00076056833818621773 0.001140567426811792 0.0013237702366933276 0.00077225610871430419 0.0012415046724371694 0.00095176956296221817 0.00086546428722128065 0.0010955827113165917 0.0010775908665760839 0.0013085755010806613 0.00098428537183825539 0.00081678668475043106 0.0011354840417238975 0.0011029985317325003 0.00092103063700723091
leaf_weight=86 86 60 53 53 81 61 53 60 759 56 73 109 190 53 56 70 58 85 62 58 60 53 167 84 227 52 79
leaf_count=86 86 60 53 53 81 61 53 60 759 56 73 109 190 53 56 70 58 85 62 58 60 53 167 84 227 52 79
internal_value=0 0.000967512 0.00103159 0.000747644 0.000805973 0.000862024 0.00104591 0.000815944 0.00106799 0.000351434 0.000431825 0.00103432 0.000862776 0.00092878 0.00106181 0.000922624 0.00113754 0.000819795 0.00104271 0.000968873 0.00119674 0.00111604 0.00105075 0.000927537 0.00116837 0.000987782 0.000995186
internal_weight=0 2729 2113 616 530 449 2060 388 1733 215 159 1168 328 327 937 231 565 275 821 274 116 505 225 221 280 161 137
internal_count=2944 2729 2113 616 530 449 2060 388 1733 215 159 1168 328 327 937 231 565 275 821 274 116 505 225 221 280 161 137
is_linear=0
shrinkage=0.0032998


Tree=7275
num_leaves=24
num_cat=0
split_feature=4 2 52 4 3 2 2 0 0 2 2 475 475 42 133 1210 42 128 0 52 0 131 42
split_gain=0.350317 0.195062 0.175563 0.208311 0.217928 0.197018 0.145769 0.395709 0.202295 0.181099 0.144244 0.151466 0.10261 0.12588 0.159101 0.155129 0.0838026 0.133769 0.103314 0.0638682 0.0617401 0.0615664 0.0509529
threshold=0.24099500000000004 0.13673000000000005 0.042815000000000006 0.40736500000000003 0.13470000000000001 0.11248000000000001 0.080495000000000011 -0.066574999999999981 -0.094139999999999988 -1.0000000180025095e-35 0.083400000000000016 -0.087159999999999987 0.055520000000000007 -0.088004999999999986 -0.010904999999999998 -0.0061249999999999994 0.088305000000000008 0.096300000000000011 -0.084154999999999994 0.12441000000000001 -0.041534999999999996 0.089255000000000015 0.093200000000000019
decision_type=2 2 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 8 -1 -9 -8 -12 13 14 -13 -15 17 18 -10 -4 -3 -18 -23
right_child=2 20 19 4 -6 -7 10 9 16 -11 11 12 -14 15 -16 -17 21 -19 -20 -21 -22 22 -24
leaf_value=0.020343854090997149 -0.010440113633967041 -0.0041062027516114933 0.010553582797337932 0.010998564464010274 -0.0081314778707424085 -0.00057991081152411873 -0.0017731814488405005 -0.0059655360429868342 0.0095362209431858191 0.0067510160588517155 0.00024838910984129238 0.016159053916260994 0.013911937616769718 0.011944137723660965 0.0072000797995755914 0.0056372962148463169 0.011137156750225561 0.0059841423535790649 0.018805626723343669 0.0028300218843136621 0.0039041473632127313 0.0013098155178387855 0.0086677614074866446
leaf_weight=67 52 54 63 72 52 98 58 56 55 73 97 87 61 122 162 1233 87 61 94 60 55 53 55
leaf_count=67 52 54 63 72 52 98 58 56 55 73 97 87 61 122 162 1233 87 61 94 60 55 53 55
internal_value=0 0.00689999 0.00151693 -0.000848372 0.00139025 0.00431335 0.00721354 0.00949236 0.0117503 0.00121673 0.00646005 0.00673208 0.00710873 0.00684889 0.0103375 0.00620647 0.0103242 0.0126707 0.0153961 0.0068006 -4.78005e-05 0.00778807 0.00507355
internal_weight=0 2530 397 274 222 170 2421 601 472 129 1820 1762 1665 1604 249 1355 405 210 149 123 109 195 108
internal_count=2927 2530 397 274 222 170 2421 601 472 129 1820 1762 1665 1604 249 1355 405 210 149 123 109 195 108
is_linear=0
shrinkage=0.16829


Tree=7276
num_leaves=32
num_cat=0
split_feature=4 124 0 4 51 4 0 52 0 14 4 133 14 4 0 4 51 4 402 401 0 159 4 133 1213 0 0 0 52 4 52
split_gain=11.5522 1.79503 0.815337 0.880534 0.685637 0.597721 0.686334 0.56442 0.532673 0.618024 0.328864 0.316032 0.223083 0.192148 0.17819 0.164333 0.15647 0.145934 0.119305 0.183241 0.0850647 0.0761397 0.0714023 0.0683685 0.0790633 0.0587642 0.0398821 0.0375384 0.0369653 0.0336851 0.031654
threshold=0.31392000000000003 -1.0000000180025095e-35 -0.064994999999999983 -0.46195999999999998 0.092520000000000005 -0.078454999999999983 -0.10028499999999999 -0.046194999999999993 -0.105195 -0.41992499999999994 -0.10429499999999998 0.085650000000000018 0.073890000000000011 0.008570000000000003 -0.11214999999999999 0.024470000000000002 -1.0000000180025095e-35 -0.051094999999999995 0.0038750000000000004 0.083660000000000026 -0.084044999999999995 0.043570000000000005 0.053925000000000008 -0.020429999999999997 -0.052964999999999991 -0.057749999999999989 -0.20489499999999997 -0.074679999999999983 -0.085924999999999987 -0.049994999999999991 0.087580000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 10 12 7 28 26 -10 -5 -1 18 17 22 29 -4 27 23 -20 -15 -19 -9 30 -25 -11 -2 -8 -7 -12 -3
right_child=8 2 3 4 -6 6 13 14 9 25 15 -13 -14 20 -16 -17 -18 21 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.00079099291496758468 0.0005552771720366697 0.0011026485798036794 0.0011911286262358796 0.00062756754718812282 0.00044185323916561589 0.00074652738451829489 0.0009795821571388667 0.00094734701741854151 0.00047946719627883414 0.0001403234647869557 0.00094042194708569599 0.00049932441464185199 0.0013443672217860623 0.0010276640973503283 0.00082984857154318127 0.00079818085903164682 0.00097630459749582386 0.0010854494823717357 0.0012977196471615096 0.0010532513160680242 0.00087387717337864663 0.0011889786502400858 0.001096802458415278 0.0011366555588866202 0.0010243690456075787 -6.4415054534681283e-06 0.00043247368235808795 0.001075384379115546 0.0006173130837390157 0.0010633263404070928 0.0012211245748410386
leaf_weight=99 53 65 86 52 52 55 184 64 59 58 56 70 52 83 67 70 70 496 87 58 85 102 94 112 220 60 75 73 53 60 57
leaf_count=99 53 65 86 52 52 55 184 64 59 58 56 70 52 83 67 70 70 496 87 58 85 102 94 112 220 60 75 73 53 60 57
internal_value=0 0.000999934 0.00102262 0.000894474 0.000786506 0.00105108 0.00101139 0.000880622 0.000321234 0.000203621 0.00086166 0.000670392 0.00113372 0.00105392 0.000975111 0.000926916 0.00109496 0.00107428 0.00111537 0.00120018 0.000950065 0.00110317 0.00103649 0.00108821 0.00106235 6.53987e-05 0.000483597 0.00100693 0.000683443 0.0010043 0.00115829
internal_weight=0 2622 2453 446 290 2007 1356 333 305 177 238 169 651 1023 225 186 156 855 599 145 168 598 158 454 332 118 128 257 108 116 122
internal_count=2927 2622 2453 446 290 2007 1356 333 305 177 238 169 651 1023 225 186 156 855 599 145 168 598 158 454 332 118 128 257 108 116 122
is_linear=0
shrinkage=0.0032998


Tree=7277
num_leaves=18
num_cat=0
split_feature=10 49 9 40 0 0 0 132 0 132 14 12 12 41 12 4 13
split_gain=0.292517 0.154291 0.135666 0.133144 0.105109 0.116321 0.108979 0.0889175 0.116182 0.115824 0.107964 0.103867 0.177417 0.10404 0.100134 0.0520969 0.0459469
threshold=0.057650000000000007 -0.020454999999999997 -1.0000000180025095e-35 -0.084754999999999983 -0.10594499999999998 -0.14680499999999999 -0.068669999999999995 0.084790000000000018 -0.087734999999999994 0.099410000000000012 0.064610000000000015 0.11498000000000001 0.10253500000000002 0.078150000000000011 0.10742000000000002 -0.0076199999999999992 0.044405000000000007
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 -5 15 10 -9 -10 11 12 13 -4 -14 -6 -13
right_child=-2 2 7 4 6 -7 -8 8 9 -11 -12 16 14 -15 -16 -17 -18
leaf_value=-0.0048821847005946608 -0.004416314044848108 -0.0018027421586129921 0.0068120222033392743 0.0046538087786609297 0.0062944333920258401 -0.0044327026968605625 0.0015824579386852025 -0.002187858693568781 -5.3848207839757474e-06 0.0099994910546667964 0.014488780959198836 0.014644632275417907 -0.0039964881168850505 0.013799504591062679 0.0050232953165016648 0.013337156639330631 0.0078925153646394013
leaf_weight=52 77 53 1799 103 59 65 70 69 52 87 55 68 65 63 75 63 52
leaf_count=52 77 53 1799 103 59 65 70 69 52 87 55 68 65 63 75 63 52
internal_value=0 0.00608224 0.0065919 0.00306195 0.00421443 0.0011275 0.00690613 0.00677921 0.00343808 0.00624373 0.00709761 0.00690519 0.00661487 0.00704941 0.000822706 0.00994598 0.0117337
internal_weight=0 2850 2438 412 360 168 192 2385 208 139 2177 2122 2002 1862 140 122 120
internal_count=2927 2850 2438 412 360 168 192 2385 208 139 2177 2122 2002 1862 140 122 120
is_linear=0
shrinkage=0.16829


Tree=7278
num_leaves=24
num_cat=0
split_feature=4 3 3 39 3 2 39 2 47 52 49 2 2 3 2 52 1212 51 3 2 4 3 133
split_gain=22.217 7.09205 2.25298 2.60916 1.56972 1.46675 1.0965 0.948941 0.626182 0.517657 0.495688 0.873596 0.358031 0.32194 0.316649 0.251052 0.196067 0.191018 0.164863 0.295019 0.16921 0.123946 0.0693186
threshold=0.31392000000000003 -0.064349999999999991 0.28833000000000003 0.0047850000000000011 0.15217000000000003 -0.007134999999999999 0.087880000000000014 0.10859000000000001 0.11224000000000002 -0.031059999999999997 -0.06017999999999999 0.091185000000000002 0.11248000000000001 -0.14088999999999999 0.090020000000000017 -0.15824499999999997 0.10831000000000002 -0.092104999999999979 -0.012504999999999997 0.08542000000000001 -0.057674999999999997 -0.096949999999999995 0.14883000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 7 6 -5 12 18 10 -7 11 -1 -2 15 16 -12 17 -15 -3 -20 -21 -16 -23
right_child=4 2 -4 5 -6 9 -8 -9 -10 -11 13 -13 -14 14 21 -17 -18 -19 19 20 -22 22 -24
leaf_value=0.0015682915455863355 0.00099674031670138764 0.0013295713587276421 0.00057117616803977606 0.00044547026753572025 6.1977882481546761e-05 0.00091874469183330298 0.00033856580201731409 0.0010969600114207508 0.0012609464922317783 0.0013260360877134097 0.0018417263249533172 0.0010293284984649459 0.00066620519400352875 0.0013994604158035905 0.001339750474255079 0.0015879065878229637 0.0013882626582616454 0.0016102978983026188 0.0017254260729933221 0.0015707298212071885 0.0013419780936861805 0.0015301726453308289 0.0014257668968493309
leaf_weight=88 62 70 67 55 68 87 88 101 83 57 83 53 87 52 59 95 53 959 57 66 85 350 102
leaf_count=88 62 70 67 55 68 87 88 101 83 57 83 53 87 52 59 95 53 959 57 66 85 350 102
internal_value=0 0.00144565 0.00114498 0.00121144 0.000504497 0.000904956 0.000631316 0.00137227 0.00154373 0.00108021 0.0015561 0.00136595 0.00080398 0.00157138 0.00155609 0.00170646 0.001589 0.00159949 0.00147216 0.00151998 0.0014422 0.00148748 0.00150669
internal_weight=0 2622 645 578 305 199 237 379 1977 144 1894 141 149 1753 1575 178 1064 1011 278 208 151 511 452
internal_count=2927 2622 645 578 305 199 237 379 1977 144 1894 141 149 1753 1575 178 1064 1011 278 208 151 511 452
is_linear=0
shrinkage=0.0032998


Tree=7279
num_leaves=26
num_cat=0
split_feature=1 2 0 1 3 16 41 42 3 11 1 3 160 1 43 1 160 3 43 39 16 42 0 0 0
split_gain=0.413941 0.183195 0.205056 0.148888 0.202582 0.144522 0.144243 0.125169 0.0996031 0.0994171 0.147855 0.523562 0.131897 0.157993 0.106542 0.0873176 0.0856462 0.0983579 0.0878292 0.0768256 0.0729597 0.0674332 0.049292 0.0414727 0.0273687
threshold=0.11497000000000002 0.080495000000000011 -0.10147999999999999 0.093800000000000008 -0.022704999999999996 -0.075724999999999987 0.083270000000000011 0.088125000000000023 0.35004500000000011 0.086595000000000019 0.077375000000000013 -0.020759999999999997 -0.081594999999999987 0.090540000000000023 -0.14724999999999996 0.11860000000000001 0.061085000000000007 -0.092319999999999985 -0.088784999999999989 0.095830000000000012 -0.082119999999999985 0.086510000000000017 -0.080884999999999985 -0.050249999999999996 -0.097224999999999992
decision_type=2 2 2 2 2 2 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 21 20 9 -7 15 10 14 -12 -13 -14 22 -2 17 -16 -18 23 -4 -5 -3 24 -17
right_child=8 6 3 4 -6 7 -8 -9 -10 -11 11 12 13 -15 16 19 18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.019444324034978366 -0.0036503115176239171 0.015269890428395877 0.01033778306783375 0.012787956064074178 -0.0039862378509729918 0.019522179775142354 -0.0023571497642424716 0.0096901217488714365 -0.0047935225518303311 0.012434820509284815 -0.0081106106769054769 0.013728316695879438 -0.0029925583035919196 0.0074539778557939154 0.0010158429985689464 0.0064170054675413346 0.003329751278827453 0.0061626619039408925 0.011281013263398207 -0.00086685842295953391 0.0026686046570434546 0.0053785492042271905 0.0083371478012557454 0.0088722531440507801 0.0012791100761957005
leaf_weight=52 61 54 80 54 54 72 58 77 73 69 92 58 56 151 118 52 53 1035 161 82 64 102 67 62 70
leaf_count=52 61 54 80 54 54 72 58 77 73 69 92 58 56 151 118 52 53 1035 161 82 64 102 67 62 70
internal_value=0 0.00665127 0.00935773 0.00831141 0.00487574 0.0107677 0.00588865 0.0144532 0.000819566 0.00613946 0.00590305 0.00281859 0.00661966 0.00461918 0.00664186 0.00207814 0.00621531 0.00563749 0.00932017 0.00339856 0.00694174 0.00795486 0.0114459 0.00530921 0.00348376
internal_weight=0 2527 555 503 210 293 1972 149 400 1914 1845 357 265 207 1488 327 1367 1153 214 266 144 156 121 184 122
internal_count=2927 2527 555 503 210 293 1972 149 400 1914 1845 357 265 207 1488 327 1367 1153 214 266 144 156 121 184 122
is_linear=0
shrinkage=0.16829


Tree=7280
num_leaves=31
num_cat=0
split_feature=1 52 2 12 2 2 47 12 51 1 52 3 1 3 3 12 9 15 42 43 52 3 15 475 51 12 12 15 133 43
split_gain=8.63187 2.0573 0.990087 0.962837 0.573599 0.378045 0.315786 0.283797 0.416711 0.371615 0.299265 0.247597 0.236863 0.22073 0.19934 0.196284 0.196086 0.167641 0.160468 0.209429 0.141757 0.0928149 0.0889676 0.086861 0.0642761 0.0608237 0.0875909 0.0778841 0.0524992 0.0861828
threshold=0.10075500000000003 -0.40011499999999994 0.15000000000000002 0.088325000000000015 0.099845000000000003 -1.0000000180025095e-35 0.10648500000000001 0.088295000000000012 0.094975000000000018 0.090435000000000015 0.11628500000000001 -0.017704999999999995 0.11378500000000001 -0.0088549999999999983 -0.10175499999999998 0.11755500000000001 -0.075899999999999981 -0.040119999999999996 -0.085319999999999993 -0.11248999999999999 -0.025259999999999994 -0.096099999999999977 -0.040769999999999994 -0.0013449999999999996 -0.019539999999999998 0.094600000000000004 0.099370000000000014 0.091285000000000019 -0.0063799999999999994 -0.14595999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 7 16 11 8 9 10 14 -7 -5 15 -1 21 -3 -13 28 -20 -16 -6 24 -21 -23 27 -27 -25 -9 -30
right_child=1 2 -4 12 13 6 -8 18 -10 -11 -12 17 -14 -15 20 -17 -18 -19 19 23 -22 22 -24 25 -26 26 -28 -29 29 -31
leaf_value=0.0012103526020867551 0.00097427710556031142 0.00040382852193774298 0.00014970022934146011 0.00089157068105946192 0.00077789310217956785 0.00025096261743373438 0.0007271508140090922 0.0011023579637347649 0.0012905094579652551 0.00076200383887725274 0.00078374243789948569 0.0004380483081473662 0.00062677968160754563 0.00067166859838902306 0.00094362682684976436 0.00068425001050916544 0.00012511860481116907 0.00066086784553040132 0.00069591920120454958 0.0010444956173112875 0.0010427247503112197 0.00097108114527382882 0.001031671421460479 0.00091306199796950126 0.00082698023412764333 0.001008709138933182 0.00083984117083778925 0.0008067533405608779 0.0010773758885740522 0.00089476399884767777
leaf_weight=61 100 57 93 66 54 56 53 54 54 73 61 128 87 78 242 54 54 53 53 55 513 63 74 233 88 115 52 123 52 72
leaf_count=61 100 57 93 66 54 56 53 54 54 73 61 128 87 78 242 54 54 53 53 55 513 63 74 233 88 115 52 123 52 72
internal_value=0 0.000533473 0.000465288 0.000518202 0.000943583 0.000433017 0.000495844 0.000968932 0.00100638 0.000990192 0.00100915 0.000443969 0.000741234 0.000831674 0.00102595 0.000869047 0.000268557 0.000503488 0.000922415 0.000897234 0.00101101 0.000904688 0.000934962 0.000915633 0.000887335 0.000902014 0.000956338 0.000876431 0.00101149 0.000971627
internal_weight=0 747 647 554 2224 401 290 1813 1004 950 877 237 153 411 816 333 111 181 809 631 755 279 225 578 151 523 167 356 178 124
internal_count=2971 747 647 554 2224 401 290 1813 1004 950 877 237 153 411 816 333 111 181 809 631 755 279 225 578 151 523 167 356 178 124
is_linear=0
shrinkage=0.0032998


Tree=7281
num_leaves=21
num_cat=0
split_feature=1 13 0 0 16 2 51 1 1 1 16 0 1 1454 394 148 2 2 13 133
split_gain=0.381742 0.163857 0.117208 0.153945 0.109383 0.107324 0.160048 0.328617 0.134453 0.165283 0.2505 0.128645 0.171279 0.0963939 0.0939275 0.0779565 0.0579806 0.0500734 0.0469298 0.0125534
threshold=0.118385 -0.43902499999999994 -0.10339499999999999 -0.074249999999999997 -0.089559999999999987 0.10836000000000003 0.10446500000000002 0.080125000000000016 0.10801000000000001 0.09772500000000002 0.0063750000000000013 -0.034759999999999992 0.09258000000000001 0.08141000000000001 0.0039000000000000003 -0.082084999999999977 0.12933000000000003 0.11487000000000001 -0.012224999999999998 0.077945
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 6 8 -8 9 13 -11 12 17 14 15 -1 -6 -7 -14 -19
right_child=1 2 3 4 16 11 7 -9 -10 10 -12 -13 18 -15 -16 -17 -18 19 -20 -21
leaf_value=0.013217124607876692 -0.0080813098983519779 0.0084144153281404139 -0.0080083264395685548 -0.0040646920064492369 0.0016649613343198771 0.00490481808727815 0.0047248441663178637 0.02071479482443803 0.013559124594887615 -0.0046043688367072063 0.0086020436015130947 -0.0023758433257332254 0.003532790147326876 0.00048495217764060614 0.0001317388458010503 0.0066226169786919621 0.0086788372676075594 0.0088714726412696381 -0.0026546426300071311 0.012642903470033032
leaf_weight=53 57 60 52 54 74 71 82 66 67 99 69 83 73 77 62 1633 62 58 66 53
leaf_count=53 57 60 52 54 74 71 82 66 67 99 69 83 73 77 62 1633 62 58 66 53
internal_value=0 0.000188865 0.00175574 9.74054e-05 0.00232527 0.00604681 0.0065092 0.0118676 0.00612335 0.00587248 0.000809 0.00351522 0.00504406 0.00633761 0.00659439 0.00683098 0.00487567 0.00844206 0.000581947 0.0106884
internal_weight=0 359 302 242 190 2612 2208 148 2060 1993 168 404 321 1825 1748 1686 136 182 139 111
internal_count=2971 359 302 242 190 2612 2208 148 2060 1993 168 404 321 1825 1748 1686 136 182 139 111
is_linear=0
shrinkage=0.16829


Tree=7282
num_leaves=30
num_cat=0
split_feature=1 2 15 2 2 2 2 16 39 2 15 48 1213 2 16 14 14 159 160 1213 51 16 13 2 13 52 52 16 13
split_gain=14.1182 2.32111 1.74684 1.00285 0.858445 0.549828 0.367007 0.362694 0.31521 0.243383 0.225837 0.225276 0.176565 0.155176 0.149153 0.142624 0.139841 0.114469 0.226735 0.1194 0.112777 0.111753 0.0803254 0.0749301 0.0663671 0.0678385 0.0629829 0.0553389 0.0535822
threshold=0.10509 0.14808000000000002 -0.21242999999999998 0.099845000000000003 0.10043500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.022165000000000004 0.055555000000000007 0.123795 -0.069034999999999985 0.082425000000000012 0.062550000000000008 0.093320000000000014 -0.056829999999999992 -0.45687499999999998 0.073890000000000011 0.083310000000000009 -0.078454999999999983 -0.013134999999999999 0.0033150000000000007 -0.082194999999999976 -0.084674999999999986 0.11366500000000002 0.06211500000000001 0.029970000000000007 0.023800000000000005 -0.47730499999999992 -0.081299999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 5 6 -1 -4 22 9 11 -8 23 13 16 21 -2 17 19 -19 -7 26 -14 -6 24 25 -5 -15 -17 -3
right_child=1 28 4 8 7 12 10 -9 -10 -11 -12 -13 14 20 -16 27 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00084877322370762853 0.00047529017020570122 -5.7536274836830509e-06 0.00067010830173575985 0.00096408066037346899 0.00038088015523082082 0.0011849669773788714 0.0011515584016742048 0.00080834143969690862 0.00070505382978973863 0.00077214881237417754 0.00086872777501194657 0.00081689073436253304 0.0012284017861029042 0.00092522289600543029 0.0013667577292832392 0.00035091707418258408 0.0012702224110642383 0.00085038392493526967 0.0011194291079133145 0.0011053811877209953 0.0011564724577138373 0.0010314651989072287 0.00055195446895677067 0.00095234348713724723 0.0011819178902027756 0.0011063293288631039 0.0010541417308973068 0.00020549643811671413 0.00014342384400347353
leaf_weight=86 55 52 55 76 54 299 57 52 57 60 71 61 94 94 54 53 70 53 104 802 61 52 73 83 52 85 88 66 52
leaf_count=86 55 52 55 76 54 299 57 52 57 60 71 61 94 94 54 53 70 53 104 802 61 52 73 83 52 85 88 66 52
internal_value=0 0.000520018 0.000607561 0.00107345 0.000738245 0.00110813 0.000897513 0.00057522 0.000937492 0.000969179 0.000994951 0.0010022 0.00112071 0.00110869 0.00121491 0.000335476 0.00112302 0.0011148 0.00102883 0.00112703 0.00103025 0.0011585 0.000479492 0.00104026 0.00107436 0.0010394 0.000987751 0.00027056 6.84964e-05
internal_weight=0 640 536 2331 362 1857 183 179 474 417 128 357 1771 1571 200 174 1328 1258 157 1101 243 146 127 296 213 161 182 119 104
internal_count=2971 640 536 2331 362 1857 183 179 474 417 128 357 1771 1571 200 174 1328 1258 157 1101 243 146 127 296 213 161 182 119 104
is_linear=0
shrinkage=0.0032998


Tree=7283
num_leaves=28
num_cat=0
split_feature=1 1 12 2 14 10 2 12 2 12 12 1213 12 124 12 49 480 42 12 42 1213 42 12 3 12 49 2
split_gain=8.16977 1.35937 0.815025 0.574798 0.40601 0.364931 0.342623 0.414895 0.316569 0.27254 0.285618 0.183023 0.150973 0.149967 0.166904 0.162792 0.143565 0.138419 0.136897 0.154951 0.135735 0.130162 0.117248 0.112607 0.108795 0.0937742 0.0423999
threshold=0.10509 0.13662500000000002 0.085075000000000026 0.099845000000000003 0.073890000000000011 -1.0000000180025095e-35 0.10912000000000001 0.10061500000000002 -1.0000000180025095e-35 0.086385000000000003 0.097060000000000021 0.062550000000000008 -0.041014999999999989 -0.083424999999999985 -0.083979999999999985 -1.0000000180025095e-35 0.084870000000000015 0.088485000000000022 0.090455000000000021 -0.088669999999999985 -0.076559999999999975 0.086205000000000018 0.11755500000000001 1.0000000180025095e-35 0.10682000000000001 0.088005000000000014 0.086275000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 8 -3 7 -4 -1 23 25 16 -7 -2 -15 -16 18 26 20 -20 -10 -18 24 -5 -12 -11 -13
right_child=1 5 6 9 -6 12 -8 -9 11 10 22 17 -14 14 15 -17 21 -19 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00072974077566344351 0.00062552473447372633 1.2425948669712805e-05 0.0010477888533769373 0.00059767820186511591 0.0011671480668907642 0.00021921503852554352 0.00054587962011615589 0.00065378504324035882 0.0010211163947708092 0.0010541149391673763 0.00076235548215557582 0.00091893586159045074 0.00045938201538113239 0.00028692723985250019 0.00061189984975180511 0.00040860040155794256 0.0011710393547274477 0.0011647461628014289 0.00099562779680364239 0.00084343998288993066 0.00092344321954417291 0.00093968233327438027 0.00066392993582640623 0.00078998739414386893 0.00095829244532927792 0.00087299705702084272 0.0010470436629057601
leaf_weight=80 66 52 65 71 87 55 52 54 210 84 81 73 61 56 76 103 52 67 95 368 707 60 62 67 54 55 58
leaf_count=80 66 52 65 71 87 55 52 54 210 84 81 73 61 56 76 103 52 67 95 368 707 60 62 67 54 55 58
internal_value=0 0.000498096 0.000588878 0.000919138 0.000945437 0.000242832 0.000771151 0.000869293 0.00093452 0.00081603 0.000867154 0.000944192 0.000345813 0.000485211 0.000445654 0.000495114 0.000931455 0.00104 0.000922018 0.000874743 0.00094585 0.00104741 0.000785445 0.000691301 0.000840991 0.000982703 0.000975924
internal_weight=0 640 472 2331 1857 168 171 119 1770 474 336 1690 116 301 235 179 1492 198 1380 463 917 112 197 138 135 139 131
internal_count=2971 640 472 2331 1857 168 171 119 1770 474 336 1690 116 301 235 179 1492 198 1380 463 917 112 197 138 135 139 131
is_linear=0
shrinkage=0.0032998


Tree=7284
num_leaves=12
num_cat=0
split_feature=10 40 13 15 9 2 400 132 1456 475 13
split_gain=0.292999 0.179228 0.13595 0.13335 0.123813 0.12277 0.103724 0.220108 0.101643 0.085356 0.0690542
threshold=-0.013164999999999998 0.0045850000000000005 -0.16392499999999996 0.13248000000000001 -1.0000000180025095e-35 -0.007134999999999999 -0.081814999999999985 -0.083919999999999981 -0.11497999999999998 -0.093829999999999983 -0.41895499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 10 4 -4 -1 7 -6 -8 -10 -2
right_child=1 -3 3 -5 6 -7 8 -9 9 -11 -12
leaf_value=0.0035066573573522145 0.0042427984871246894 -0.0017121040240077653 -0.0012339581710256024 0 0.010080196344988647 -0.0074876497692700217 0.0019944931935764816 -0.0036498485884834072 0.01284293160269173 0.007248818093087488 -0.0034957685435462399
leaf_weight=52 80 81 53 85 59 64 102 75 81 2184 55
leaf_count=52 80 81 53 85 59 64 102 75 81 2184 55
internal_value=0 0.0060736 0.00630158 0.00656818 0.00678642 -0.00254368 0.00695711 0.00238206 0.00721535 0.00744967 0.00107674
internal_weight=0 2855 2774 2639 2554 116 2501 134 2367 2265 135
internal_count=2971 2855 2774 2639 2554 116 2501 134 2367 2265 135
is_linear=0
shrinkage=0.16829


Tree=7285
num_leaves=16
num_cat=0
split_feature=3 15 3 14 3 1203 4 376 480 16 4 3 2 2 3
split_gain=0.202033 0.312886 0.217771 0.198961 0.168441 0.160363 0.116784 0.145276 0.106714 0.106477 0.100969 0.0856861 0.0855955 0.0799491 0.0375963
threshold=0.110335 -0.24511999999999998 0.14029000000000003 0.073890000000000011 0.31316500000000008 0.088730000000000017 0.26546000000000003 0.084435000000000024 0.084870000000000015 -0.42170999999999997 -0.5109999999999999 -0.073614999999999986 0.08400500000000001 0.11543500000000002 -0.081334999999999977
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 8 10 13 -1 -12 -10 -8 -14
right_child=1 2 4 -5 -6 -7 9 -9 12 -11 11 -13 14 -15 -16
leaf_value=-0.0033433330007040006 0.0083557402437226952 -0.01226008444490557 0.0070934189150324185 0.012025774324921922 -0.0057339002490843609 0.012051955708176361 0.0065904014676594009 0.012711597677996877 0.013781816791708857 -0.0036161809450198979 0.0047828127041057563 0.0022539837216741234 0.002372103399394654 -0.00096441960250142386 0.008252481834029381
leaf_weight=52 82 62 53 100 64 75 94 60 55 98 1519 510 54 68 75
leaf_count=52 82 62 53 100 64 75 94 60 55 98 1519 510 54 68 75
internal_value=0 -0.000245887 -0.00419633 0.00464619 6.14103e-05 0.00436809 0.00414446 0.00452287 0.00430516 0.000753609 0.00396001 0.00414806 0.00819904 0.00340815 0.00580486
internal_weight=0 261 179 2760 117 2660 2585 2325 2265 260 2081 2029 184 162 129
internal_count=3021 261 179 2760 117 2660 2585 2325 2265 260 2081 2029 184 162 129
is_linear=0
shrinkage=0.16829


Tree=7286
num_leaves=28
num_cat=0
split_feature=149 15 52 15 16 2 16 16 403 403 12 52 132 13 42 10 16 2 16 15 156 49 16 12 42 156 52
split_gain=0.166223 0.154626 0.161899 0.141926 0.172466 0.154452 0.240933 0.13907 0.143936 0.22203 0.166591 0.139626 0.10487 0.104381 0.120966 0.0964416 0.082105 0.0778965 0.0643496 0.0904826 0.0759635 0.076313 0.0559996 0.0433857 0.0381037 0.0378815 0.0336269
threshold=0.079475000000000004 0.062230000000000008 -0.011499999999999998 -0.0087299999999999999 0.62619000000000014 0.10773000000000001 -0.00083999999999999993 -0.16153499999999996 -0.085164999999999977 -0.074254999999999988 0.087695000000000009 0.084580000000000002 -0.03127499999999999 -0.083914999999999976 -0.087724999999999984 -0.011579999999999998 -0.082119999999999985 0.086895000000000014 0.062910000000000008 -0.047859999999999993 0.087610000000000007 -0.08069999999999998 0.060835000000000007 0.087915000000000007 -0.050194999999999997 0.097775000000000015 -0.45635499999999996
decision_type=2 2 2 2 2 2 2 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 12 5 6 -5 -4 13 -10 11 -11 24 -9 -15 -14 -12 -8 20 26 21 -17 -3 -16 -1 -22 -20
right_child=-2 2 7 4 -6 -7 17 8 9 10 16 -13 15 14 23 18 -18 -19 19 -21 25 -23 -24 -25 -26 -27 -28
leaf_value=0.0011555504143078933 0.011190322246147622 0.01330311047023886 -0.0029568050596362194 -0.0094049062644253577 0.007781305174427852 -0.010629109070827692 0.0070349855386145606 -0.0045056361568130785 0.016129548911898058 0.016775502381358536 0.0067856069298943616 0.0060102748098677427 -0.0017451520639757386 -0.0035311335633553022 0.0089115867420807588 0.0082698906339471415 0.0013578949199911292 -0.00031657055272366579 0.0053985170121599972 -0.0042211017786775986 0.010508083086280371 0.0033108311302697765 0.0061077325452328314 0.0035764620954098617 -0.0052344495932749938 0.0048261877941148997 0.0014380254144600543
leaf_weight=52 78 79 72 63 56 53 71 59 59 54 120 95 94 57 63 100 234 95 105 59 81 766 52 144 53 59 148
leaf_count=52 78 79 72 63 56 53 71 59 59 54 120 95 94 57 63 100 234 95 105 59 81 766 52 144 53 59 148
internal_value=0 0.00330867 0.00490303 0.00237258 -0.000741684 -0.00244056 -0.000537552 0.00414039 0.00471982 0.00634823 0.00519734 0.00992382 0.00306765 0.00188092 0.00331502 0.00344969 0.00320287 0.00281695 0.00382155 0.00170073 0.00447751 0.00388555 0.0104606 0.00520888 -0.00205277 0.0081264 0.00308881
internal_weight=0 2943 1088 1855 338 282 229 957 885 562 503 149 1517 323 264 1412 354 166 1318 312 1006 866 131 207 105 140 253
internal_count=3021 2943 1088 1855 338 282 229 957 885 562 503 149 1517 323 264 1412 354 166 1318 312 1006 866 131 207 105 140 253
is_linear=0
shrinkage=0.16829


Tree=7287
num_leaves=27
num_cat=0
split_feature=1 3 3 123 3 155 3 3 0 1 0 1 0 1 156 15 160 12 0 0 3 12 12 12 51 50
split_gain=16.586 3.45051 1.63832 1.02885 0.810564 0.683713 0.624912 0.479444 0.434662 0.398453 0.620213 0.356315 0.330203 0.626938 0.297352 0.370743 0.358682 0.305256 0.285502 0.244883 0.230196 0.139961 0.126569 0.123923 0.0894482 0.0876435
threshold=0.10320500000000002 -0.055389999999999988 0.3148450000000001 1.0000000180025095e-35 0.076825000000000018 0.098655000000000007 0.10402500000000002 -0.082504999999999981 -0.079249999999999987 0.089825000000000002 -0.096109999999999987 0.13472500000000001 -0.14867499999999997 0.083670000000000008 0.090135000000000007 0.025430000000000005 -0.060659999999999992 0.090535000000000018 -0.081864999999999979 -0.20489499999999997 -0.080914999999999987 0.083885000000000015 0.090745000000000006 0.098455000000000015 0.094975000000000018 0.088585000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 6 11 7 8 23 9 12 -11 18 13 -1 15 16 -10 -17 -3 -6 21 -14 -18 -2 -22 -19
right_child=1 2 -4 -5 19 -7 -8 -9 14 10 -12 -13 20 -15 -16 17 22 25 -20 -21 24 -23 -24 -25 -26 -27
leaf_value=0.0016753070512972093 0.00061618672888235108 0.0003682691675328724 9.5574078700936911e-05 0.0008455595759066524 0.00058619656888325516 0.0012694341877428966 0.00088543183246377955 0.0010511283509622752 0.00081391991581792104 0.00084854106194306121 0.0012694474363268678 0.00024279919326725875 0.0011865963286038688 0.001186430013993691 0.0013447879069585183 0.0014293710064163868 0.00098955052349570171 0.0011985086138115804 0.0006612902567084591 0.00087531224790385689 0.0011754028087204622 0.001314809655138171 0.0011852489176883377 0.00082958609434378191 0.0013294968714207798 0.0010669128914686864
leaf_weight=64 62 65 102 81 52 55 58 81 62 62 102 67 113 53 87 56 61 202 84 87 312 754 101 61 52 85
leaf_count=64 62 65 102 81 52 55 58 81 62 62 102 67 113 53 87 56 61 202 84 87 312 754 101 61 52 85
internal_value=0 0.000637182 0.000464579 0.00121227 0.000570503 0.0009416 0.00122561 0.00085304 0.0012347 0.00126571 0.00111054 0.000443629 0.00128456 0.00145415 0.00116296 0.001135 0.00102949 0.00120379 0.000533699 0.000767407 0.00126841 0.00129814 0.00111178 0.000722305 0.00119751 0.00115966
internal_weight=0 716 457 2305 355 259 2224 204 2166 1512 164 216 1348 117 654 567 224 343 149 139 1231 867 162 123 364 287
internal_count=3021 716 457 2305 355 259 2224 204 2166 1512 164 216 1348 117 654 567 224 343 149 139 1231 867 162 123 364 287
is_linear=0
shrinkage=0.0032998


Tree=7288
num_leaves=10
num_cat=0
split_feature=9 1203 1374 16 150 150 15 13 151
split_gain=0.165096 0.119824 0.0937915 0.115507 0.139798 0.102402 0.105437 0.150869 0.0983516
threshold=0.092060000000000017 0.088820000000000024 0.086000000000000007 -0.54752499999999993 0.11740500000000002 -0.094239999999999977 -0.2987999999999999 -0.079369999999999982 0.084350000000000008
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -7 -8
right_child=-2 -3 -4 4 -6 6 8 -9 -10
leaf_value=0.010812162028761726 -0.0047516437824088459 0.01073687574671812 0.00970037533295506 -0.0036643723518774238 -0.0041281276377349218 0.0057083178800792058 0.0039064487238390788 -0.0043322090366284642 0.010879824913589428
leaf_weight=62 63 72 74 53 67 72 2396 103 59
leaf_count=62 63 72 74 53 67 72 2396 103 59
internal_value=0 0.00394205 0.00377191 0.00361526 0.00345235 0.00364231 0.00379024 -0.000190983 0.00407477
internal_weight=0 2958 2886 2812 2750 2683 2630 175 2455
internal_count=3021 2958 2886 2812 2750 2683 2630 175 2455
is_linear=0
shrinkage=0.16829


Tree=7289
num_leaves=30
num_cat=0
split_feature=1 3 3 2 3 3 14 15 2 52 3 1 3 2 15 2 16 43 12 151 3 15 15 2 15 12 12 49 16
split_gain=13.3603 2.26634 1.3796 1.00773 0.949773 0.725788 0.62968 0.528857 0.487524 0.481809 0.473586 0.470776 0.464695 0.375621 0.346308 0.332276 0.310025 0.247114 0.219238 0.213005 0.260341 0.202813 0.186682 0.127855 0.111696 0.096636 0.0845361 0.0790814 0.0604561
threshold=0.10921500000000002 -0.060719999999999989 -0.073614999999999986 0.11543500000000002 0.30863500000000005 0.11391500000000002 0.076450000000000004 -0.0025249999999999995 0.097005000000000022 -0.12367499999999999 -0.0024599999999999995 0.089745000000000019 -0.08867499999999999 0.10979000000000001 -0.24511999999999998 0.090990000000000015 -0.17773999999999998 -0.072829999999999992 0.023990000000000004 0.0014250000000000003 -0.12077499999999998 -0.081149999999999986 0.10189000000000002 0.088905000000000026 -0.048464999999999994 0.098785000000000012 0.095920000000000019 0.0065400000000000015 -0.042884999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 25 13 7 8 11 16 26 22 18 -11 -3 -6 -13 -1 -15 27 20 -18 -20 -9 -22 -14 -2 -10 -4 -24
right_child=1 4 5 -5 14 -7 -8 10 9 12 -12 15 24 17 -16 -17 19 -19 21 -21 23 -23 28 -25 -26 -27 -28 -29 -30
leaf_value=0.00086282263485672672 0.0010710803966034309 0.00059642856420747054 0.00096411463261752756 0.00046498159708870779 0.00026191134773964365 0.00058190380330883898 0.0013974788344339086 0.00080119722830487177 0.0010212817887809626 0.00060185461615646664 0.0012553634272270292 0.00086414847969733201 0.00085525418723376328 0.00017007641878825851 -9.3847875659356695e-05 0.00054153063083977237 0.00088238810652259859 0.00044068058326501375 0.00099654047415548589 0.0013184254455477118 0.0011305853002175109 0.00070668867655295637 0.0011235281919436256 0.0010492606510046504 0.0010775087871533195 0.00087011043152173816 0.001199046959140732 0.0011435164229973134 0.00095882298949774613
leaf_weight=59 56 101 54 70 59 66 69 57 68 61 91 77 52 60 60 65 58 97 54 53 953 54 52 290 52 55 59 63 56
leaf_count=59 56 101 54 70 59 66 69 57 68 61 91 77 52 60 60 65 58 97 54 53 953 54 52 290 52 55 59 63 56
internal_value=0 0.000472353 0.00103797 0.000775999 0.000326478 0.000912335 0.00108674 0.000947284 0.00107415 0.000950509 0.00106301 0.000866466 0.000832044 0.000438994 8.22409e-05 0.000716719 0.00109967 0.000337489 0.000960817 0.00110997 0.00110145 0.000851941 0.000956705 0.00111164 0.00096672 0.000971818 0.00110414 0.00106102 0.00103845
internal_weight=0 558 2463 181 377 689 1774 623 1705 292 256 367 165 258 119 142 1413 157 225 1354 1301 108 165 1243 104 111 127 117 108
internal_count=3021 558 2463 181 377 689 1774 623 1705 292 256 367 165 258 119 142 1413 157 225 1354 1301 108 165 1243 104 111 127 117 108
is_linear=0
shrinkage=0.0032998


Tree=7290
num_leaves=22
num_cat=0
split_feature=4 151 49 10 160 3 3 16 47 49 475 399 12 4 151 52 160 403 159 52 13
split_gain=0.305709 0.282667 0.263032 0.238587 0.175818 0.154315 0.215368 0.139832 0.130597 0.13115 0.18283 0.103123 0.0978711 0.0922972 0.213065 0.140574 0.0885788 0.0904257 0.0649559 0.0335328 0.0113248
threshold=0.31392000000000003 0.0041850000000000004 -0.061079999999999988 -0.010699999999999999 -0.081594999999999987 -0.15500999999999998 -0.24149499999999999 0.51783000000000012 0.078660000000000022 -0.0069299999999999995 -0.081774999999999973 0.091160000000000019 0.08598500000000002 0.50027500000000014 -0.081049999999999997 -0.049669999999999999 -0.071204999999999991 -0.5407249999999999 -0.26620999999999995 0.099570000000000006 -0.076794999999999988
decision_type=2 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 8 6 -6 11 9 -1 -11 16 19 14 -5 -15 -7 -18 -14 -12 -17
right_child=3 2 -4 13 5 7 -8 -9 -10 10 12 -13 18 15 -16 20 17 -19 -20 -21 -22
leaf_value=0.0097725522075634164 -0.01084166418947703 0.0033046883337142889 -0.011726008170499303 0.0055621942161975836 0.0055664877354748305 0.010933788117770659 0.020148570930121838 0.014369108352909653 -0.0032978448064737808 -0.0059715836868600098 0.0051476782576702724 0.01145767077569099 0.0067364147398502492 -0.0029551206447576443 -0.009129698526388598 0.0058933279969994026 0.011338320212729581 0.0047121127018961333 -0.00024155247967970334 0.011169373451497362 0.0095545568250053788
leaf_weight=85 53 87 53 53 65 74 52 52 87 61 54 79 53 52 59 52 61 1581 130 54 52
leaf_count=85 53 87 53 53 65 74 52 52 87 61 54 79 53 52 59 52 61 1581 130 54 52
internal_value=0 0.00497615 -0.00237267 -0.000520386 0.00539039 0.00612183 0.0120628 0.00574452 0.00264549 0.00383283 0.00239342 0.00549367 0.00415308 0.00151406 -0.00216124 0.00416426 0.00521805 0.00495937 0.00176957 0.00817516 0.00774122
internal_weight=0 2628 140 321 2488 1964 117 1847 524 437 352 1795 291 268 112 156 1716 1642 183 108 104
internal_count=2949 2628 140 321 2488 1964 117 1847 524 437 352 1795 291 268 112 156 1716 1642 183 108 104
is_linear=0
shrinkage=0.16829


Tree=7291
num_leaves=18
num_cat=0
split_feature=10 2 14 1204 403 52 1211 43 43 2 14 159 52 16 4 43 4
split_gain=0.222104 0.145655 0.165165 0.111675 0.159864 0.102371 0.104536 0.101109 0.135748 0.0870921 0.0787955 0.106574 0.067108 0.21808 0.0828088 0.0462335 0.0661193
threshold=-0.089679999999999982 0.10859000000000001 0.073890000000000011 -0.0034549999999999993 -0.07687999999999999 -0.55901999999999985 0.083495000000000014 -0.46052499999999996 -0.14386499999999997 0.084665000000000004 -0.42227999999999993 0.087930000000000022 -0.41694999999999993 -0.034004999999999994 -0.020619999999999996 -0.073079999999999992 0.31392000000000003
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 -5 7 -7 -9 -8 -3 12 -12 15 -15 -14 -17
right_child=1 10 -4 5 -6 6 9 8 -10 -11 11 -13 13 14 -16 16 -18
leaf_value=-0.0048786496058668433 0.004528408377195159 0.0074350773270247666 0.011440513643112387 0.010918620358860058 0.016197499128817367 -0.0032465554462662947 0.0040850913738859334 0.0091759320871253013 0.0032176661252008554 0.01337052750410548 0.0058171562074847477 -0.0049822810278895716 -0.00043371062981093959 -0.00041858704539171631 -0.009584498493937544 0.0081701252571459836 0.0013163066252762892
leaf_weight=84 94 56 93 57 52 63 60 116 1717 56 93 77 54 53 60 93 71
leaf_count=84 94 56 93 57 52 63 60 116 1717 56 93 77 54 53 60 93 71
internal_value=0 0.00389174 0.00448159 0.0041886 0.00869683 0.00386961 0.00366901 0.00336741 0.00359571 0.0085832 0.0014444 0.000771199 0.00182029 0.000691876 -0.00530134 0.00380669 0.00521388
internal_weight=0 2865 2308 2215 146 2069 2012 1896 1833 116 557 501 424 331 113 218 164
internal_count=2949 2865 2308 2215 146 2069 2012 1896 1833 116 557 501 424 331 113 218 164
is_linear=0
shrinkage=0.16829


Tree=7292
num_leaves=12
num_cat=0
split_feature=3 1446 1373 1456 48 394 133 3 15 3 50
split_gain=0.220929 0.130421 0.134835 0.128895 0.121242 0.0859021 0.0840574 0.101873 0.0808364 0.0794973 0.0315531
threshold=0.35004500000000011 0.10392000000000001 0.081930000000000017 0.082505000000000009 0.13765500000000006 0.0044650000000000011 0.077945 0.11878500000000002 0.10127500000000002 -0.081634999999999985 0.093530000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -8 10 -5
right_child=-2 -3 -4 9 -6 -7 8 -9 -10 -11 -12
leaf_value=0.0026799089466070613 -0.0059794675141193526 -0.0035564141561199776 -0.003936342240254174 0.0080612415971859312 0.011306566331680758 0.0094629136687762808 0.0050257671275011169 -0.0026114102344295762 -0.00084129030468305815 0.0032330971446800252 0.013760247670754077
leaf_weight=1559 75 77 68 64 53 60 693 110 73 65 52
leaf_count=1559 75 77 68 64 53 60 693 110 73 65 52
internal_value=0 0.00326474 0.00345317 0.00363795 0.00332849 0.00315829 0.0030022 0.00233009 0.00446429 0.00798451 0.0106315
internal_weight=0 2874 2797 2729 2548 2495 2435 1669 766 181 116
internal_count=2949 2874 2797 2729 2548 2495 2435 1669 766 181 116
is_linear=0
shrinkage=0.16829


Tree=7293
num_leaves=20
num_cat=0
split_feature=0 1 12 4 52 159 0 1 4 0 133 151 16 12 1 151 16 48 12
split_gain=0.160018 0.252394 0.208106 0.179292 0.169066 0.215513 0.148507 0.134819 0.205284 0.242364 0.118778 0.101557 0.098832 0.140084 0.09613 0.0942786 0.0795072 0.0508459 0.0373646
threshold=-0.13619499999999998 0.084675000000000014 0.081080000000000013 0.51395000000000002 0.28122000000000008 -0.040794999999999991 -0.10726999999999999 0.14516000000000004 0.008570000000000003 -0.09712999999999998 0.046800000000000008 -0.15340499999999999 0.014185000000000001 0.096425000000000025 0.096630000000000008 -0.010059999999999998 -0.33811499999999994 0.086185000000000012 0.089135000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 15 4 6 10 -2 8 9 -8 14 -11 18 -14 -6 17 -17 -3 -10
right_child=3 2 -4 -5 5 -7 7 -9 12 11 -12 -13 13 -15 -16 16 -18 -19 -20
leaf_value=0.0070017775768568286 0.010003202582816692 0.0064144527710515917 -0.011690659763182353 -0.0051222013148486218 -0.0065036545282599481 -0.0092688726211210028 0.014898157772198051 0.011921321856922188 -0.00074621128368021071 -0.003673505096004451 0.0071257057285395494 0.0038682789800736773 0.0083985319923008291 -0.0020945018410039409 0.003189580619721721 0.0017741281852863171 -0.0061293430300550893 -0.0007761835670410201 -0.0052999114722473662
leaf_weight=98 103 59 60 74 55 64 56 52 114 52 77 1576 69 75 61 55 103 52 94
leaf_count=98 103 59 60 74 55 64 56 52 114 52 77 1576 69 75 61 55 103 52 94
internal_value=0 -0.000489749 -0.00272673 0.00302957 0.00327672 -0.000801045 0.00375585 0.00344681 0.00322949 0.00400219 0.00199763 0.00362628 -0.00046206 0.00292093 -0.00139086 -0.00072066 -0.00336676 0.00302968 -0.00281277
internal_weight=0 427 329 2522 2448 257 2191 2088 2036 1684 193 1628 352 144 116 269 158 111 208
internal_count=2949 427 329 2522 2448 257 2191 2088 2036 1684 193 1628 352 144 116 269 158 111 208
is_linear=0
shrinkage=0.16829


Tree=7294
num_leaves=21
num_cat=0
split_feature=3 16 3 4 16 376 16 13 403 2 16 4 13 40 475 13 16 4 3 0
split_gain=0.151539 0.0764253 0.106868 0.116579 0.101466 0.11919 0.103473 0.216868 0.101019 0.131091 0.126569 0.113456 0.0974201 0.0894503 0.135963 0.10225 0.157252 0.0905098 0.0835561 0.12751
threshold=0.35004500000000011 -0.0046349999999999994 -0.16270999999999997 0.50944500000000004 -0.013049999999999997 0.048375000000000008 -0.044939999999999987 -0.052124999999999998 -0.080389999999999975 0.11152000000000002 0.14976500000000001 -0.040394999999999993 -0.084869999999999987 -0.0057599999999999986 -0.085024999999999989 -0.077274999999999996 0.033280000000000011 -0.0083149999999999977 -0.086424999999999988 -0.084044999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 12 -8 -3 13 -11 -12 -4 -10 -15 17 -17 -16 -6 -20
right_child=-2 8 3 -5 18 -7 7 -9 9 10 11 -13 -14 14 15 16 -18 -19 19 -21
leaf_value=0.0099502844440045295 -0.0053653933923620478 -0.0056487968694226781 0.00061734887474328517 0.0096780614830801488 0.0012127136806477287 -0.0059591369281718296 0.0026027850695100455 -0.0097326325579182565 0.0089607500463890349 -0.0079834828150172569 0.0068451398943396207 -0.0032672323950504278 0.0036669264865923337 0.0079429209878632348 0.0015988329753811633 -0.0080164489749497345 0.0010633476173098919 0.0096458600143222925 0.012309133799434638 0.0018911432094756606
leaf_weight=59 75 60 433 65 73 52 119 61 58 71 53 77 953 93 132 69 248 57 86 55
leaf_count=59 75 60 433 65 73 52 119 61 58 71 53 77 953 93 132 69 248 57 86 55
internal_value=0 0.00229061 0.00288564 0.00266497 0.00241516 0.00195801 0.00222205 -0.00156757 0.00102081 0.00148931 -0.00226673 0.000841684 0.0027155 0.00264116 0.00202624 0.000935241 -0.000907345 0.00403522 0.00586318 0.00825812
internal_weight=0 2874 1956 1897 1832 1618 1566 180 918 858 201 130 1386 657 599 506 317 189 214 141
internal_count=2949 2874 1956 1897 1832 1618 1566 180 918 858 201 130 1386 657 599 506 317 189 214 141
is_linear=0
shrinkage=0.16829


Tree=7295
num_leaves=11
num_cat=0
split_feature=10 45 1427 123 39 16 41 12 455 2
split_gain=0.237377 0.132532 0.136938 0.126195 0.131324 0.148423 0.107093 0.1376 0.124139 0.020505
threshold=-0.16262499999999996 0.08179500000000002 0.088585000000000011 0.090655000000000013 0.085970000000000005 -0.0070549999999999996 0.079395000000000007 -0.083219999999999988 1.0000000180025095e-35 0.088495000000000004
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 6 9 7 -2 -9 -6
right_child=1 -3 -4 -5 5 -7 -8 8 -10 -11
leaf_value=0.012871585340415466 -0.0054761441688339352 0.010335720255920869 0.0091361970261553543 -0.0046948337176887798 0.00022725827706337001 0.012694400538144354 -0.0038536820652196433 0.0017916423935504734 0.009751786361208414 0.0048809731716341733
leaf_weight=58 72 53 71 86 56 65 100 2261 57 53
leaf_count=58 72 53 71 86 56 65 100 2261 57 53
internal_value=0 0.00199087 0.00183345 0.00164425 0.00184957 0.00632269 0.00153627 0.00176254 0.00198816 0.00250656
internal_weight=0 2874 2821 2750 2664 174 2490 2390 2318 109
internal_count=2932 2874 2821 2750 2664 174 2490 2390 2318 109
is_linear=0
shrinkage=0.16829


Tree=7296
num_leaves=30
num_cat=0
split_feature=12 12 150 133 12 157 475 12 160 150 49 49 12 12 12 12 49 133 11 12 133 133 12 133 133 12 160 51 124
split_gain=12.341 2.1403 1.63477 1.54042 0.859704 0.710045 0.613865 0.567182 0.42258 0.355168 0.305106 0.266448 0.266065 0.19509 0.174949 0.158887 0.188139 0.125739 0.157966 0.122274 0.162849 0.122119 0.116721 0.102733 0.0835959 0.127892 0.0763091 0.069479 0.049319
threshold=0.056995000000000011 0.10641500000000001 0.094545000000000018 0.087455000000000019 0.15058500000000002 -1.0000000180025095e-35 -0.058009999999999992 0.089135000000000006 0.051580000000000008 0.086420000000000011 -0.05529499999999999 0.082820000000000019 0.082425000000000012 -0.083219999999999988 -1.0000000180025095e-35 0.083885000000000015 -0.073139999999999983 -0.22627999999999995 1.0000000180025095e-35 0.08598500000000002 -0.031084999999999998 1.0000000180025095e-35 -0.087384999999999977 0.08950000000000001 0.15242000000000003 0.11498000000000001 -1.0000000180025095e-35 -0.04448499999999999 -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=2 7 3 5 24 6 -1 12 13 11 -4 17 -2 28 -15 -14 -17 -9 23 21 -21 -18 -5 -19 25 -3 -16 -13 -7
right_child=1 4 10 22 -6 8 -8 9 -10 -11 -12 27 15 14 26 16 19 18 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0010611865780080039 0.001714617919020201 0.0011027520214663151 0.00070981283729559938 0.00071795997993924748 0.00075226231780811019 0.00087763446726702972 0.0015146635357357254 0.0012815882484338748 0.0011653072410848151 0.0011116894730969192 0.00036315821086552636 0.0013565921831836252 0.0013391171574294891 0.001111032396082629 0.0010076812091192968 0.0013107853585196823 0.0014878665505899439 0.0013869241926570753 0.0016094774260312899 0.0015876826193416175 0.001435216495447082 0.0016270341641027111 0.00049624389081581147 0.0014807241678199041 0.0013408430188652214 0.0012800563368045509 0.00084753635571132484 0.001205162262846234 0.00073003354960450757
leaf_weight=78 59 102 58 55 53 54 57 67 101 52 54 63 82 73 57 58 136 383 56 108 320 164 52 217 52 87 90 89 55
leaf_count=78 59 102 58 55 53 54 57 67 101 52 54 63 82 73 57 58 136 383 56 108 320 164 52 217 52 87 90 89 55
internal_value=0 0.00139665 0.000912793 0.000974374 0.00113451 0.00104322 0.00125292 0.0014382 0.000977297 0.00137999 0.00054299 0.00139589 0.00149636 0.000919473 0.000976782 0.00148149 0.0014963 0.0014227 0.00143706 0.00151103 0.00147377 0.00156406 0.000610539 0.00142091 0.00121842 0.00118455 0.000909873 0.00126816 0.00080348
internal_weight=0 2148 784 672 294 565 135 1854 430 927 112 875 927 329 220 868 786 723 656 728 428 300 107 600 241 189 147 152 109
internal_count=2932 2148 784 672 294 565 135 1854 430 927 112 875 927 329 220 868 786 723 656 728 428 300 107 600 241 189 147 152 109
is_linear=0
shrinkage=0.0032998


Tree=7297
num_leaves=16
num_cat=0
split_feature=14 16 3 2 13 2 1 15 3 0 1 15 40 16 2
split_gain=0.130398 0.145896 0.110307 0.229314 0.132811 0.123723 0.141998 0.119978 0.140284 0.109452 0.237325 0.131911 0.109808 0.105834 0.0744637
threshold=-0.13131999999999996 -0.028104999999999995 0.096440000000000012 0.096435000000000007 0.27020000000000005 0.11183000000000003 0.11477000000000001 -0.24511999999999998 -1.0000000180025095e-35 -0.108275 0.096315000000000026 -0.14689499999999997 -0.08483499999999998 -0.0057949999999999989 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 7 -5 -7 -2 9 10 14 -11 -13 -10 -9
right_child=2 -3 3 5 -6 6 -8 8 13 11 -12 12 -14 -15 -16
leaf_value=0.014873292541662052 -0.0032169740846223196 0.0033906171765495448 -0.0093402886893640263 0.0089613282940299403 0.011219277659751035 -0.0073521158767374346 0.0035816835782892403 -0.00034397176487750177 0.0044814967325669374 0.0097843675213707976 -0.0081245441559228485 0.010368375672430494 0.0025894509107410356 0.014258479373447592 0.0072476655613192519
leaf_weight=53 91 78 65 55 54 53 92 77 81 80 81 53 1898 52 69
leaf_count=53 91 78 65 55 54 53 92 77 81 80 81 53 1898 52 69
internal_value=0 0.00804999 0.00261018 -0.000651307 0.00295169 0.00216363 -0.000402419 0.00277109 0.00299975 0.00268572 -0.000812709 0.00307762 0.00280169 0.00831759 0.00323155
internal_weight=0 131 2801 265 2536 200 145 2482 2391 2258 227 2031 1951 133 146
internal_count=2932 131 2801 265 2536 200 145 2482 2391 2258 227 2031 1951 133 146
is_linear=0
shrinkage=0.16829


Tree=7298
num_leaves=18
num_cat=0
split_feature=121 1427 403 403 12 4 1213 403 123 4 4 12 4 403 12 133 12
split_gain=0.115473 0.090322 0.0968913 0.15068 0.186838 0.139503 0.135185 0.136629 0.102846 0.142334 0.13237 0.256273 0.123964 0.0909814 0.0742754 0.0634401 0.0101193
threshold=-0.076579999999999995 0.088585000000000011 -0.13024499999999997 -0.055314999999999996 0.084355000000000013 -0.0014249999999999998 0.085475000000000009 -0.54282999999999992 0.09036000000000001 0.51152500000000012 0.23355000000000001 0.099170000000000022 0.074650000000000008 -0.082554999999999976 0.09358000000000001 -0.0081099999999999974 0.090335000000000013
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 -2 9 10 12 -12 -5 15 -9 -6 -15
right_child=1 -3 3 8 13 -7 -8 14 -10 -11 11 -13 -14 16 -16 -17 -18
leaf_value=0.010021876169266036 0.0027030613775812632 0.0083427844482255233 -0.0106616494114831 0.0023600291803338906 0.0058404685725441559 -0.0014827919054544597 -9.6290068737086933e-05 0.017779369190085596 -0.0031860752918238355 0.0095104629237518657 0.0015398902681489266 -0.011725908433038397 0.0083809071432752128 -0.0052924521918930557 0.0086833801118696673 -0.00079180578159478382 -0.0019880583375458585
leaf_weight=55 53 67 54 1700 86 69 53 52 94 79 174 54 103 52 52 77 58
leaf_count=55 53 67 54 1700 86 69 53 52 94 79 174 54 103 52 52 77 58
internal_value=0 0.00222725 0.0020808 0.00175161 -0.00161629 0.00506061 0.00721914 0.00970012 0.00225211 0.00249523 0.00222148 -0.00159413 0.00270498 0.000166324 0.0132487 0.00269641 -0.00356647
internal_weight=0 2877 2810 2531 327 279 210 157 2204 2110 2031 228 1803 273 104 163 110
internal_count=2932 2877 2810 2531 327 279 210 157 2204 2110 2031 228 1803 273 104 163 110
is_linear=0
shrinkage=0.16829


Tree=7299
num_leaves=30
num_cat=0
split_feature=1 12 2 2 43 150 13 15 13 51 15 150 15 12 13 13 130 13 43 43 1 1 2 2 402 15 0 12 2
split_gain=7.22315 1.91639 1.83292 0.597964 0.578909 0.60904 0.378798 0.288925 0.23945 0.23283 0.270882 0.269684 0.56804 0.323541 0.32166 0.180015 0.169811 0.156845 0.155017 0.15094 0.135764 0.130207 0.117067 0.109869 0.107807 0.0915669 0.0826018 0.0695057 0.0237785
threshold=0.098395000000000024 0.085845000000000019 0.11917500000000002 0.10179000000000001 -0.013164999999999998 1.0000000180025095e-35 -0.14847499999999997 -0.093734999999999985 -0.27740999999999993 -0.086654999999999982 -0.0073449999999999991 0.083810000000000009 -0.088484999999999994 0.088845000000000021 -0.0079349999999999993 0.011265000000000002 -0.019164999999999998 -0.073724999999999985 -0.06538999999999999 -0.085204999999999989 0.11883500000000001 0.10970000000000001 0.086275000000000004 0.11523000000000001 0.091950000000000018 -1.0000000180025095e-35 -0.089594999999999994 0.10253500000000002 0.11125500000000001
decision_type=2 2 2 2 2 2 2 2 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 20 6 7 8 -1 17 -6 10 26 13 -13 14 22 18 -15 -2 28 -16 21 25 -11 -10 -18 -3 -8 -20 -5
right_child=1 2 -4 15 5 -7 9 -9 23 11 -12 12 -14 16 19 -17 24 -19 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.001241283128312792 0.00034784067914010069 0.0010065653008316468 0.00027054138929640795 0.00090715294548513034 0.00048672117467220386 0.00029549868027995519 0.0010433126859275589 0.00046753222886839802 0.00081954806066237879 0.00095819078983558836 0.00067287409650575061 0.00056756561829507434 0.00099289255755891158 0.0011081944292334162 0.0013027839424675327 0.00068567568144546913 0.00090286976821894163 0.00010654976815431828 0.00086439165749161134 0.0010957503911964389 0.00079155546159845151 0.0011006566503947047 0.0010560288651781011 0.00062729573690970778 0.0010380981236027644 0.00080906383494107944 0.00085966126594833568 0.0007162615294163269 0.0010182282750590354
leaf_weight=57 53 52 59 52 72 76 54 83 68 339 62 53 99 60 56 82 515 67 80 143 65 59 240 67 78 57 61 69 54
leaf_count=57 53 52 59 52 72 76 54 83 68 339 62 53 99 60 56 82 515 67 80 143 65 59 240 67 78 57 61 69 54
internal_value=0 0.000579482 0.000790927 0.000950578 0.000452368 0.000548995 0.00097436 0.000317488 0.000641896 0.000965696 0.00085066 0.000978536 0.00084482 0.000992715 0.0010386 0.000822243 0.000937997 0.000213413 0.000866021 0.00115419 0.000922548 0.000973019 0.000998806 0.000724395 0.000920716 0.000903608 0.000946204 0.000796031 0.000964071
internal_weight=0 778 292 2154 486 283 1817 203 207 1760 177 1583 152 1431 778 337 653 120 255 199 233 168 579 135 593 109 115 149 106
internal_count=2932 778 292 2154 486 283 1817 203 207 1760 177 1583 152 1431 778 337 653 120 255 199 233 168 579 135 593 109 115 149 106
is_linear=0
shrinkage=0.0032998


Tree=7300
num_leaves=13
num_cat=0
split_feature=1212 393 403 40 1212 1204 0 0 1427 475 13 13
split_gain=0.159548 0.123524 0.120071 0.117711 0.119585 0.125629 0.12721 0.119167 0.0951864 0.0969228 0.0497579 0.0401135
threshold=0.087800000000000017 0.092175000000000021 -0.083919999999999981 -0.084754999999999983 0.083355000000000026 -0.077544999999999989 -0.22745499999999999 -0.23395499999999997 0.088585000000000011 -0.051584999999999992 -0.0094049999999999984 -0.072634999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 10 5 -5 7 -7 9 -8 -1 -4
right_child=2 -3 11 4 -6 6 8 -9 -10 -11 -12 -13
leaf_value=0.00059017193614034223 0.010963605759213917 -0.0044376301615286027 -0.00028055395656067318 -0.004784197131897077 -0.0051662207105595886 0.0021894219503394334 0.00023739063966087044 -0.0082650793829762616 0.0099148632135475246 0.0034020291869248415 -0.0061308981124937783 0.0057214836299057008
leaf_weight=60 101 82 54 63 57 70 323 55 57 1857 64 74
leaf_count=60 101 82 54 63 57 70 323 55 57 1857 64 74
internal_value=0 0.00198644 0.00661818 0.00218927 0.00244246 0.00262205 0.00282035 -0.00239619 0.00311264 0.00293396 -0.00286428 0.00317534
internal_weight=0 2688 229 2606 2482 2425 2362 125 2237 2180 124 128
internal_count=2917 2688 229 2606 2482 2425 2362 125 2237 2180 124 128
is_linear=0
shrinkage=0.16829


Tree=7301
num_leaves=19
num_cat=0
split_feature=403 12 3 0 12 42 0 3 151 13 457 42 2 3 156 40 3 3
split_gain=0.13246 0.399481 0.132163 0.215665 0.233116 0.152716 0.15208 0.192181 0.141806 0.124673 0.115163 0.0856348 0.0791861 0.0737716 0.0832808 0.0659654 0.0553979 0.0345121
threshold=-0.10335499999999999 0.085905000000000023 -0.13117499999999996 0.098975000000000021 -0.14392999999999997 0.086510000000000017 -0.094479999999999995 -0.082004999999999981 0.011180000000000001 -0.052124999999999998 0.08351500000000002 0.11966500000000001 -0.007134999999999999 -0.15288999999999997 0.089380000000000015 -0.061244999999999994 -0.083154999999999993 -0.23098999999999997
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 -4 13 7 -6 10 -3 -9 12 -8 14 17 -14 -11 -2
right_child=2 9 3 -5 6 -7 11 8 -10 16 -12 -13 15 -15 -16 -17 -18 -19
leaf_value=0.017338137074160594 0.0012084454869743862 -0.0029458977137193591 0.010178961571666785 -0.0081927683234801121 -0.0088838824301308243 0.011616251308454822 -0.0026004813228860252 -7.3500121713654669e-05 -0.0075952989916892623 0.0024369803110178552 0.0077843089429864383 -0.0038735340736356402 0.0081056553799096036 0.0078598263546332051 0.0063926623076251028 0.0022507377340295468 0.0089408893446473077 -0.0047610882560047913
leaf_weight=62 54 86 83 68 81 73 92 354 61 95 62 69 57 58 52 1393 62 55
leaf_count=62 54 86 83 68 81 73 92 354 61 95 62 69 57 58 52 1393 62 55
internal_value=0 0.00527627 0.00156658 0.00114088 0.00142351 0.00494269 0.00108764 -0.00130483 -1.40569e-05 0.00219136 0.0010933 0.00191743 0.00217773 0.00270996 0.000843569 0.00248214 0.00501685 -0.00178722
internal_weight=0 305 2612 2320 2252 292 2169 558 477 243 416 1611 1542 219 161 1450 157 109
internal_count=2917 305 2612 2320 2252 292 2169 558 477 243 416 1611 1542 219 161 1450 157 109
is_linear=0
shrinkage=0.16829


Tree=7302
num_leaves=27
num_cat=0
split_feature=4 12 150 11 4 13 49 49 48 12 11 52 12 4 15 51 52 1212 4 15 13 12 483 124 12 133
split_gain=7.79166 2.3371 1.56012 0.653696 0.694835 0.622103 0.50216 0.451415 0.340034 0.325365 0.321186 0.29275 0.254805 0.242718 0.39288 0.309905 0.198784 0.176901 0.169401 0.163116 0.113506 0.111345 0.0973752 0.0759555 0.0659245 0.0377129
threshold=0.31392000000000003 0.056995000000000011 0.084680000000000019 1.0000000180025095e-35 0.05309500000000001 -1.0000000180025095e-35 -0.073139999999999983 -0.081489999999999993 0.086410000000000015 -0.042789999999999988 0.084110000000000004 -0.043914999999999989 0.088745000000000004 -0.50139499999999992 -0.098139999999999991 -1.0000000180025095e-35 0.088250000000000009 0.058905000000000006 -0.081579999999999986 -0.18498499999999998 -0.083354999999999985 0.096475000000000019 0.005595000000000001 -0.053299999999999993 0.089435000000000014 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
left_child=1 2 5 4 7 8 -4 -3 -1 23 -5 -6 16 -7 -15 -16 17 -9 -18 24 -14 25 -22 -2 -11 -13
right_child=9 3 6 10 11 13 -8 12 -10 19 -12 21 20 14 15 -17 18 -19 -20 -21 22 -23 -24 -25 -26 -27
leaf_value=0.00079374241136273712 0.00034515936010804049 0.00071207545368584188 0.00057749282987788221 0.0013429024453653754 0.00060497023757068722 0.001125236980249039 0.00016225058437729112 0.0010329687935086106 0.00049134998302818758 0.00047011544601904598 0.0010430233104126998 0.00086460515325497973 0.00084112850168644717 0.0011014640121851504 0.00057300999537980221 0.00090206082824196871 0.00076892212147951092 0.0011845774274887142 0.001010117638264535 0.00035199032944728959 0.00094936862635611088 0.00075844752328183896 0.0010810745839791649 0.00019373066852154647 0.0006391213095611459 0.00099316142323628434
leaf_weight=99 67 69 80 68 69 55 53 449 70 53 96 63 101 58 52 81 52 108 89 75 672 78 72 82 53 53
leaf_count=99 67 69 80 68 69 55 53 449 70 53 96 63 101 58 52 81 52 108 89 75 672 78 72 82 53 53
internal_value=0 0.000915396 0.000723826 0.000966865 0.00094929 0.000823584 0.000412285 0.000975043 0.0006687 0.000376792 0.00116758 0.000791313 0.000986779 0.000929846 0.000873397 0.000773674 0.00103399 0.00106243 0.000921416 0.000471046 0.000947737 0.000857407 0.000962162 0.000262059 0.000554951 0.000923646
internal_weight=0 2587 548 2039 1875 415 133 1612 169 330 164 263 1543 246 191 133 698 557 141 181 845 194 744 149 106 116
internal_count=2917 2587 548 2039 1875 415 133 1612 169 330 164 263 1543 246 191 133 698 557 141 181 845 194 744 149 106 116
is_linear=0
shrinkage=0.0032998


Tree=7303
num_leaves=24
num_cat=0
split_feature=3 15 3 15 147 376 0 3 11 11 0 0 12 124 51 13 159 43 483 13 475 51 0
split_gain=3.1675 1.20364 0.685843 0.533547 0.437562 0.424182 0.253698 0.237042 0.222812 0.413205 0.412001 0.194931 0.195793 0.184609 0.171985 0.158253 0.170112 0.165467 0.148738 0.136221 0.132467 0.101956 0.106667
threshold=-0.049204999999999992 -0.24211499999999997 0.31351000000000001 -0.41956999999999994 1.0000000180025095e-35 0.08400500000000001 -0.10998999999999999 0.11391500000000002 1.0000000180025095e-35 0.084110000000000004 -0.046614999999999997 -0.10726999999999999 0.090455000000000021 -0.053299999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 0.081975000000000006 -0.073404999999999984 0.087755000000000014 0.044405000000000007 -0.085774999999999976 -0.26578999999999992 -0.095909999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 4 -1 5 7 -2 15 10 -10 11 -5 18 -8 -11 17 -17 -3 20 -12 -13 -14 -23
right_child=1 2 -4 8 -6 -7 13 -9 9 14 19 12 21 -15 -16 16 -18 -19 -20 -21 -22 22 -24
leaf_value=0.00037507184698574097 0.00038789346306191368 0.00045426711613009974 0.00016724674578460371 0.00054993447729155878 0.0003273479454177137 0.00035728632416320166 0.00027085250915815826 0.00046879182165843219 0.0010133672990417044 0.00084431156844775939 0.00061916177037869705 0.00060556207105022573 0.00056649536752214279 1.0821578065835707e-05 0.00059688309976232219 0.00067150189606931686 0.0008814812985344266 0.00069912784418267723 0.0006186485724529008 0.00038831498056126886 0.00077473991297602061 0.00054475607709419905 0.00070374038396027504
leaf_weight=54 66 60 53 81 76 69 56 75 73 54 57 56 84 64 75 154 60 63 88 57 786 52 604
leaf_count=54 66 60 53 81 76 69 56 75 73 54 57 56 84 64 75 154 60 63 88 57 786 52 604
internal_value=0 0.000455992 0.000526889 0.000700261 0.000561047 0.000597899 0.000223289 0.000638111 0.000708739 0.000813888 0.000697331 0.000709895 0.000717633 0.000132463 0.000700731 0.000675688 0.000730539 0.00057997 0.000749859 0.000504047 0.00076353 0.000677085 0.000691192
internal_weight=0 796 610 2121 557 481 186 412 2067 202 1865 1751 1670 120 129 337 214 123 930 114 842 740 656
internal_count=2917 796 610 2121 557 481 186 412 2067 202 1865 1751 1670 120 129 337 214 123 930 114 842 740 656
is_linear=0
shrinkage=0.0032998


Tree=7304
num_leaves=34
num_cat=0
split_feature=1 3 1 12 11 15 12 0 43 3 0 40 0 403 0 12 3 48 16 1 16 43 16 16 3 133 403 15 43 15 43 131 0
split_gain=10.4111 1.50378 1.33163 1.27937 1.1262 0.617638 0.458701 0.386953 0.376464 0.359256 0.338909 0.379297 0.301449 0.240392 0.229447 0.176198 0.162208 0.193797 0.150323 0.250689 0.197253 0.137562 0.146916 0.103719 0.0807021 0.0682914 0.0621147 0.0506504 0.172055 0.0918222 0.09532 0.0495073 0.0300092
threshold=0.10729000000000001 -0.049204999999999992 0.089245000000000005 0.085465000000000013 1.0000000180025095e-35 -0.21242999999999998 0.088845000000000021 -0.088494999999999976 -0.079944999999999988 -0.0031199999999999995 1.0000000180025095e-35 -0.080324999999999994 -0.14867499999999997 -0.10802999999999999 -0.19166999999999998 -0.067899999999999988 0.090170000000000014 0.087365000000000012 0.0063750000000000013 0.087225000000000011 0.15273500000000004 -0.020604999999999995 -0.0020399999999999997 -0.037309999999999989 -0.080624999999999988 -0.020429999999999997 0.056145000000000007 -0.050529999999999999 -0.09361499999999999 0.086605000000000015 -0.089929999999999996 0.091600000000000015 -0.080499999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 9 6 -2 13 -5 -7 -4 11 -3 -11 -1 -13 -15 -16 -18 19 -17 -20 27 25 24 -9 26 -23 28 -8 -29 -31 -25 -30
right_child=1 10 3 7 -6 8 21 23 -10 12 -12 14 -14 15 16 18 17 -19 20 -21 -22 22 -24 31 -26 -27 -28 29 32 30 -32 -33 -34
leaf_value=0.0011557549954329994 0.00036500423878872668 0.00010199229609719082 0.00041537086785037363 0.00065418742961905981 0.0013191251101187088 0.00057101257800650526 0.0010362021389715263 0.00078625961341004984 0.00092162331612759838 0.00052786232545088687 5.762289620897348e-05 0.00020074646624742022 0.00087138458770685584 0.0011650045470699174 0.0003374565786507357 0.0010036418599161951 0.00065177816747844246 0.00039173438304633302 0.00070366038458810284 0.00078877155294890624 0.00096473888810467436 0.00095931067440486876 0.00066469188147900743 0.0010758396061375331 0.00095549513053372521 0.00078926227504933291 0.00081699310217344691 0.0010397854022547437 0.00074753483749737386 0.00081810247594898456 0.00098267232489299139 0.00093884486701960551 0.00086016582627497105
leaf_weight=91 55 58 91 57 93 57 52 54 83 58 52 53 55 52 92 637 63 64 54 67 81 96 52 82 84 97 59 90 59 78 85 54 62
leaf_count=91 55 58 91 57 93 57 52 54 83 58 52 53 55 52 92 637 63 64 54 67 81 96 52 82 84 97 59 90 59 78 85 54 62
internal_value=0 0.000426569 0.000921585 0.000776659 0.000964522 0.000662503 0.000945238 0.000903522 0.000779126 0.000570644 0.000306038 0.000345076 0.000695375 0.000992097 0.00039678 0.000975343 0.000444062 0.00052101 0.000963546 0.000983243 0.000860568 0.000882155 0.000827383 0.000955262 0.000889528 0.000860815 0.000905365 0.000921158 0.000875074 0.000952531 0.000904137 0.0010217 0.000805538
internal_weight=0 577 2340 535 1805 195 1712 331 140 204 382 330 113 982 272 891 219 127 839 704 135 730 304 274 138 252 155 426 173 253 163 136 121
internal_count=2917 577 2340 535 1805 195 1712 331 140 204 382 330 113 982 272 891 219 127 839 704 135 730 304 274 138 252 155 426 173 253 163 136 121
is_linear=0
shrinkage=0.0032998


Tree=7305
num_leaves=18
num_cat=0
split_feature=4 376 4 157 151 3 16 3 3 16 16 133 47 16 3 49 0
split_gain=0.202714 0.186483 0.197598 0.141924 0.138137 0.157787 0.228907 0.125953 0.21855 0.105587 0.110817 0.140541 0.102226 0.0810549 0.0597733 0.0542838 0.0525638
threshold=-0.085799999999999987 0.086445000000000008 0.5567700000000001 -0.079969999999999986 -0.092609999999999984 0.091085000000000013 -0.06421499999999998 -0.15105999999999997 -0.12077499999999998 -0.08151499999999999 0.31625000000000009 0.006510000000000001 0.096175000000000024 -0.010504999999999999 -0.0075749999999999993 -0.0072349999999999992 -0.084324999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 13 7 15 -6 -9 16 11 14 -10 -2 -11 -7 -5
right_child=1 -3 -4 9 5 6 -8 8 12 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.01348096609887217 0.010389432734489147 -0.0071431411632403618 -0.0073213708659204601 0.0053407213547607803 -0.0048083852256771862 -0.0012890107057993148 -0.010704109845161063 0.01348333347631446 0.002035473884652467 -0.0045261966721239109 0.008788991436458192 0.0061894734635382191 0.0065980986564441154 0.0029747185437760258 0.0021287303282895007 0.0056607256755517804 0.012059269473466416
leaf_weight=57 92 63 61 71 65 79 65 52 1695 94 72 102 152 78 64 53 64
leaf_count=57 92 63 61 71 65 79 65 52 1695 94 72 102 152 78 64 53 64
internal_value=0 0.0018881 0.00212671 0.00553721 0.00237473 0.0020102 -0.00252579 0.0024661 0.00271604 0.00456378 0.00294189 0.00131578 0.00241193 0.00699796 -0.00181916 0.0014878 0.00853912
internal_weight=0 2455 2392 524 2331 2161 197 1964 1899 467 332 260 1847 170 158 132 135
internal_count=2979 2455 2392 524 2331 2161 197 1964 1899 467 332 260 1847 170 158 132 135
is_linear=0
shrinkage=0.16829


Tree=7306
num_leaves=18
num_cat=0
split_feature=15 3 39 14 3 0 3 10 3 39 42 13 47 0 133 42 15
split_gain=8.92706 4.9955 2.64627 1.1454 0.961799 0.779167 0.686896 0.602644 0.549982 0.544372 0.352491 0.439028 0.292216 0.228318 0.351882 0.159742 0.0817448
threshold=-0.26361999999999991 0.11391500000000002 0.0047850000000000011 0.073890000000000011 0.30863500000000005 -0.13955999999999996 0.14029000000000003 -1.0000000180025095e-35 -0.0070649999999999992 0.087880000000000014 -0.0047199999999999994 -0.040229999999999995 0.11224000000000002 -0.076589999999999978 -0.035699999999999989 0.088185000000000013 -0.040119999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 5 16 8 9 -4 -2 -1 -9 -12 13 15 -15 -7 -3
right_child=1 4 7 -5 -6 12 -8 10 -10 -11 11 -13 -14 14 -16 -17 -18
leaf_value=0.00046430785037978375 0.00042303412139317733 0.00062704355133244084 0.00028309490610852552 0.0013170649642070707 3.2071934544858084e-05 0.00099679524475599127 -0.00014513200753126879 0.00089024587977037321 0.00084934834456958563 9.0790747765401387e-05 0.0007848569857424858 0.00036725525771270001 0.00075464640965337924 0.00069368121793260309 0.0009290057545708097 0.00091666393745223299 0.00043815704490978547
leaf_weight=90 53 52 60 86 70 1041 52 54 89 81 52 59 87 81 534 386 52
leaf_count=90 53 52 60 86 70 1041 52 54 89 81 52 59 87 81 534 386 52
internal_value=0 0.000873141 0.000909619 0.00094228 0.000331643 0.000928072 0.000186524 0.000567312 0.000690479 0.000287585 0.000670451 0.000563206 0.000943903 0.000951949 0.000898069 0.000975145 0.000532939
internal_weight=0 2756 2582 2357 174 2271 223 225 142 171 165 111 2129 2042 615 1427 104
internal_count=2979 2756 2582 2357 174 2271 223 225 142 171 165 111 2129 2042 615 1427 104
is_linear=0
shrinkage=0.0032998


Tree=7307
num_leaves=21
num_cat=0
split_feature=1 133 1453 1429 3 150 0 3 457 52 0 3 51 52 123 0 3 0 52 124
split_gain=0.263416 0.216452 0.115739 0.129858 0.126979 0.0813538 0.132957 0.116878 0.0882259 0.0988062 0.197503 0.106225 0.0846404 0.154038 0.0796514 0.113794 0.138462 0.0894805 0.0574688 0.0134162
threshold=0.11359000000000001 -0.039759999999999997 -0.075794999999999987 0.083780000000000007 -0.086284999999999987 0.08926000000000002 -0.098064999999999986 -0.13117499999999996 0.086205000000000018 -0.0094049999999999984 -0.080499999999999988 -0.012504999999999997 0.078960000000000016 -0.034409999999999989 0.081630000000000022 -0.14076499999999997 -0.069049999999999986 -0.068419999999999995 -0.082384999999999986 -0.076164999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 7 -7 12 9 10 -9 -11 13 -4 15 -3 -17 -18 -6 -16
right_child=1 14 3 4 18 6 -8 8 -10 11 -12 -13 -14 -15 19 16 17 -19 -20 -21
leaf_value=-0.0025432609251317961 -0.010445614331165061 0.0090261862697593124 0.004917488069500809 0.012743522846660079 0.0082109511232465095 -0.0051450548333425187 0.0051147470801341348 -0.0020257352740733416 0.0095959712762486906 0.0031778982633276147 0.0046014973705125872 0.0082011545672223303 0.0023481497760384552 0.017097477666383157 -0.0049868521107413726 0.0054863101772723759 0.0017370188956971374 -0.0073413181558094438 0.0011688862256093212 -0.0013271191393733567
leaf_weight=89 60 53 69 83 60 81 64 285 58 1202 230 133 59 52 60 86 55 69 74 57
leaf_count=89 60 53 69 83 60 81 64 285 58 1202 230 133 59 52 60 86 55 69 74 57
internal_value=0 -0.0010509 0.00340637 0.00362323 0.00755972 0.00323988 -0.0006042 0.00350769 0.00311937 0.00291535 0.000930511 0.00367969 0.00761394 0.0101667 0.000427742 0.002057 0.000289561 -0.00330015 0.00433546 -0.00321926
internal_weight=0 440 2539 2450 217 2233 145 2088 1908 1850 515 1335 180 121 380 263 210 124 134 117
internal_count=2979 440 2539 2450 217 2233 145 2088 1908 1850 515 1335 180 121 380 263 210 124 134 117
is_linear=0
shrinkage=0.16829


Tree=7308
num_leaves=37
num_cat=0
split_feature=1 1 16 1 0 43 2 2 52 1 2 1 10 52 0 1456 43 2 15 131 15 43 1 52 2 43 0 1 16 0 2 16 15 0 43 50
split_gain=6.52877 0.930705 0.697477 0.484995 0.555145 0.408596 0.312981 0.284113 0.305369 0.280134 0.248541 0.234866 0.232294 0.183976 0.175623 0.169461 0.16341 0.161167 0.160619 0.155829 0.111459 0.160969 0.110632 0.191257 0.103604 0.098839 0.094786 0.0728865 0.070541 0.10029 0.0665471 0.0580836 0.0541458 0.0533819 0.0239821 0.015276
threshold=0.10331000000000003 0.13662500000000002 0.16094000000000003 0.089455000000000021 -0.099704999999999974 -0.070104999999999987 0.11693000000000002 0.088555000000000009 0.11330000000000001 0.085410000000000014 0.081935000000000022 0.08759500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.098749999999999991 -0.013064999999999998 -0.040494999999999996 0.096540000000000015 0.08759500000000002 0.090495000000000006 -0.069034999999999985 -0.055679999999999993 0.11907500000000001 -0.011964999999999998 0.11366500000000002 -0.097074999999999981 -0.066734999999999975 0.12200500000000002 -0.028104999999999995 -0.080444999999999975 0.10433000000000002 -0.0037499999999999994 -0.40166999999999992 -0.067969999999999989 -0.012824999999999998 0.095395000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 7 -5 22 14 8 9 10 -1 -11 -3 15 -7 -9 19 31 25 -6 -19 -22 23 -2 26 -12 28 -8 29 -15 -4 34 -14 35 -17 -18
right_child=1 12 30 4 16 6 27 13 -10 11 18 -13 32 24 -16 17 33 20 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37
leaf_value=0.0010196075086735712 0.00013953266513311779 -4.6585217768756304e-05 0.00071023370419923625 0.00038062072885250051 0.00050130201383836298 0.00064823307590391598 0.00021903656064652804 0.00046529987521231811 0.00056079877862332775 0.00051879521408883169 0.00094415949514160347 0.00077621810862983241 0.0001401527102880768 0.00075804934332208344 0.00039479513763761678 0.00072840259375224882 0.00083726523471678801 0.00068287125749886201 0.00067112267909126555 0.00070599856348118912 0.00038927755702893312 0.00064581783953018791 8.7283419713453565e-05 0.00041617138995640192 0.00061046857898623783 0.00080248941735472617 0.0008894406611677188 0.00039057008422683999 0.0008414488690657399 0.0006279799220314826 0.00054874801027466106 0.00079340667596804366 0.00028915855110864323 0.00066019774971708416 0.00062605557090834082 0.00074484392387758123
leaf_weight=61 57 57 60 94 90 73 58 54 71 71 64 88 56 196 52 60 52 91 97 77 52 57 52 53 66 482 52 53 60 103 58 92 53 57 58 52
leaf_count=61 57 57 60 94 90 73 58 54 71 71 64 88 56 196 52 60 52 91 97 77 52 57 52 53 66 482 52 53 60 103 58 92 53 57 58 52
internal_value=0 0.000338828 0.000407998 0.000706618 0.000605058 0.000341747 0.000429493 0.000729457 0.000770547 0.000787762 0.000816231 0.00066149 0.000123606 0.000688636 0.000543085 0.000641254 0.000669271 0.000664342 0.000796883 0.000595894 0.000596329 0.000523755 0.000213701 0.000273142 0.000734653 0.00081916 0.000754509 0.000301257 0.000734866 0.000713361 0.000631158 0.000728949 0.000212928 0.000745164 0.000678395 0.000791393
internal_weight=0 682 516 2297 422 398 236 1875 934 863 704 159 166 941 125 464 328 410 643 167 200 109 162 110 477 546 411 111 359 299 118 210 109 161 118 104
internal_count=2979 682 516 2297 422 398 236 1875 934 863 704 159 166 941 125 464 328 410 643 167 200 109 162 110 477 546 411 111 359 299 118 210 109 161 118 104
is_linear=0
shrinkage=0.0032998


Tree=7309
num_leaves=20
num_cat=0
split_feature=1 475 1210 12 15 3 157 12 51 1 130 10 3 2 15 2 3 1 3
split_gain=0.217431 0.175951 0.153325 0.272708 0.1776 0.218949 0.125556 0.217822 0.124261 0.163658 0.114976 0.109777 0.0924298 0.151853 0.149115 0.123044 0.0742375 0.0455463 0.0370446
threshold=0.10921500000000002 -0.11267999999999999 -0.0074649999999999985 0.087665000000000007 -0.23031999999999997 0.11391500000000002 -0.086989999999999984 0.084595000000000017 0.089570000000000025 0.085550000000000015 0.088055000000000008 1.0000000180025095e-35 0.11995000000000001 0.10979000000000001 -0.09053499999999999 0.14290000000000003 -0.08212499999999999 0.12200500000000002 -0.06656999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 7 -6 10 -10 -8 12 13 18 17 -14 -5 -15 -2
right_child=11 2 4 16 5 -7 8 -9 9 -11 -12 -13 15 14 -16 -17 -18 -19 -20
leaf_value=0.012290083776480899 0.0054078049833565876 0.014696775808100492 0.011303425357822717 0.006458226717063459 0.016270007503281475 -0.0081775285838647099 0.0014606588564126033 0.0028353532056969557 0.0030694701314080202 0.014308577503011746 0.0057021179987726354 -0.0074431230146652771 0.0075167038022925861 -0.0047322719818908591 -0.011881830138149231 -0.0019521477541404729 -0.0015097751626005414 0.0018845832178692487 0
leaf_weight=62 76 88 67 68 52 53 1519 101 112 55 206 55 98 55 54 64 64 63 67
leaf_count=62 76 88 67 68 52 53 1519 101 112 55 206 55 98 55 54 64 64 63 67
internal_value=0 0.00342904 0.00319794 0.00743568 0.00276649 0.002493 0.00277043 0.00741312 0.00239404 0.00678173 0.00196822 -0.000321815 0.000495534 -0.00118012 -0.00455329 0.00376483 0.00258134 -0.00118432 0.00286456
internal_weight=0 2447 2385 220 2165 2098 2045 153 1892 167 1725 532 477 315 172 162 132 118 143
internal_count=2979 2447 2385 220 2165 2098 2045 153 1892 167 1725 532 477 315 172 162 132 118 143
is_linear=0
shrinkage=0.16829


Tree=7310
num_leaves=15
num_cat=0
split_feature=1 1186 13 13 157 16 16 106 1 48 48 0 403 16
split_gain=0.197456 0.128492 0.131117 0.125285 0.119564 0.132366 0.1528 0.106197 0.101995 0.0906715 0.110947 0.0929543 0.0555113 0.0200811
threshold=0.15390500000000004 0.085230000000000014 0.11466000000000001 0.0040450000000000009 -0.051074999999999988 0.25032500000000008 -0.04040499999999999 0.085650000000000018 0.095920000000000019 -0.089974999999999986 -0.075024999999999994 -0.23043999999999995 -0.0044549999999999998 -0.080534999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 6 12 9 13 -1 -11 -12 -6 -4
right_child=-2 -3 8 4 5 -7 -8 -9 -10 10 11 -13 -14 -15
leaf_value=0.010444879137119929 -0.0072583614664747925 -0.0042701654448352132 0.0074581649234768399 0.0071236331767741568 -0.0067576692128406479 -0.0079818847388526994 0.0080674323876491951 -0.0039213281280121373 0.013899453393111624 -0.0043481425586968667 0.0092200642542947311 0.0032898514151338907 0.0001442437880289102 0.0030848713036947697
leaf_weight=52 54 67 54 52 52 70 55 56 52 52 78 2108 89 71
leaf_count=52 54 67 54 52 52 70 55 56 52 52 78 2108 89 71
internal_value=0 0.00300285 0.003175 0.00287922 -0.000250195 -0.00169845 0.000536468 0.00330418 0.00761656 0.00348166 0.00331907 0.00350227 -0.0023884 0.00498851
internal_weight=0 2908 2841 2664 318 266 196 2346 177 2290 2238 2186 141 125
internal_count=2962 2908 2841 2664 318 266 196 2346 177 2290 2238 2186 141 125
is_linear=0
shrinkage=0.16829


Tree=7311
num_leaves=26
num_cat=0
split_feature=1 12 1 1 123 15 14 481 123 1 15 12 150 1 15 15 130 42 403 403 484 15 401 50 15
split_gain=9.37015 1.59095 1.49281 1.36792 0.82718 0.373867 0.349805 0.257718 0.240529 0.207412 0.333386 0.205966 0.157956 0.255473 0.157378 0.115165 0.107937 0.093961 0.173813 0.0973616 0.0811843 0.0894841 0.0629718 0.10627 0.0603762
threshold=0.11690500000000002 0.056995000000000011 0.15390500000000004 0.087225000000000011 0.081180000000000016 -0.075094999999999981 0.073890000000000011 -0.053799999999999994 0.081180000000000016 0.079225000000000004 -0.052239999999999988 0.096990000000000007 1.0000000180025095e-35 0.10471000000000001 -0.43091499999999999 -0.40166999999999992 -0.019164999999999998 0.10077000000000001 -0.10440999999999999 -0.52017999999999986 -0.081534999999999982 0.08844500000000001 1.0000000180025095e-35 0.098625000000000018 -0.078064999999999982
decision_type=2 2 2 2 2 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 14 7 20 12 10 -1 16 13 -5 -2 -6 -9 18 -18 -19 -3 -22 23 24 -13
right_child=2 6 -4 8 15 -7 -8 11 -10 -11 -12 22 -14 -15 -16 -17 17 19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.0011312879504974242 0.00066431690736686738 0.0010620038962814761 -6.0965756027793582e-05 0.00092922086253833516 0.00039711734800071467 0.00080045464519489472 0.0012720808514694851 0.0011514300213548471 0.00056981694134610491 0.001177265404010315 0.00076588915901729332 0.0010859546541470018 0.00062960320984930022 0.00065910857462352448 0.00043071054359519398 0.00018256878742986513 0.00088373607197302919 0.0010207979321903552 0.0010310883818569583 0.0012243346720102761 0.0012818781656288667 0.0010949433188538744 0.00084717239061720296 0.00083877903462431405 0.00096693692736375095
leaf_weight=58 55 95 54 97 58 96 68 87 102 85 53 67 69 65 77 53 99 55 1050 55 66 56 61 61 220
leaf_count=58 55 95 54 97 58 96 68 87 102 85 53 67 69 65 77 53 99 55 1050 55 66 56 61 61 220
internal_value=0 0.000995296 0.000448011 0.000833698 0.000529191 0.000643054 0.00103718 0.00102907 0.000704643 0.00105278 0.000957136 0.00101561 0.000764024 0.00082106 0.000528313 0.000294993 0.00103561 0.00102758 0.00101842 0.00112289 0.0011377 0.00119636 0.000949716 0.000967589 0.000994844
internal_weight=0 2569 393 529 339 228 2040 1972 333 196 111 1755 231 162 132 111 1346 1259 1149 110 217 122 409 348 287
internal_count=2962 2569 393 529 339 228 2040 1972 333 196 111 1755 231 162 132 111 1346 1259 1149 110 217 122 409 348 287
is_linear=0
shrinkage=0.0032998


Tree=7312
num_leaves=17
num_cat=0
split_feature=1 49 133 1446 13 14 1 13 403 133 52 133 12 376 48 12
split_gain=0.158852 0.104124 0.274277 0.0928617 0.119766 0.104058 0.102695 0.126452 0.129361 0.293918 0.117611 0.114127 0.132106 0.108846 0.0948223 0.0674105
threshold=0.15390500000000004 -0.093809999999999991 0.041800000000000011 0.083705000000000016 -0.083709999999999993 -0.23083499999999998 0.087055000000000007 -0.10373499999999998 -0.097839999999999996 0.081310000000000007 0.51074000000000008 -0.0072199999999999999 0.088365000000000013 0.084770000000000026 0.11650000000000001 0.089275000000000007
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 -7 9 -9 -10 12 -8 14 -13 -6
right_child=-2 3 -4 4 15 6 11 8 10 -11 -12 13 -14 -15 -16 -17
leaf_value=0.013480216396561042 -0.0059691893435780659 0.0083943819138008972 -0.0017282224776738657 0.010626756840487804 -0.00058943171171578544 0.009430278918591415 -0.0098808789215030675 -0.011699608427508047 0.0040383686829761683 0.0027575907518526607 -0.0041335570617376432 0.0019336514226335729 0.00057071424264800883 -0.0049641107067720583 0.0090830294629052812 0.0067784431820499249
leaf_weight=88 54 88 54 100 72 92 53 53 1114 160 52 701 96 60 57 68
leaf_count=88 54 88 54 100 72 92 53 53 1114 160 52 701 96 60 57 68
internal_value=0 0.0032315 0.00768407 0.00300226 0.00617155 0.00270043 0.00249417 0.00338037 0.00297544 -0.000831306 0.00367239 0.00114424 -0.00313491 0.00192589 0.00247364 0.00297642
internal_weight=0 2908 142 2766 240 2526 2438 1471 1379 213 1166 967 149 818 758 140
internal_count=2962 2908 142 2766 240 2526 2438 1471 1379 213 1166 967 149 818 758 140
is_linear=0
shrinkage=0.16829


Tree=7313
num_leaves=22
num_cat=0
split_feature=2 43 43 133 160 1446 376 4 4 4 3 156 4 13 3 52 475 157 133 52 52
split_gain=0.136961 0.102291 0.155309 0.141812 0.241893 0.123698 0.103249 0.104595 0.0962889 0.0930569 0.191304 0.113907 0.0694247 0.0686491 0.110228 0.0652904 0.0620043 0.106141 0.0847324 0.116651 0.0967932
threshold=0.25063000000000007 -0.081189999999999984 -0.079944999999999988 -0.037434999999999989 -0.41629499999999992 0.083705000000000016 0.08672500000000001 0.0067750000000000006 0.10055500000000002 -0.37626499999999991 -0.10337499999999998 0.092060000000000017 -0.082689999999999986 0.0024700000000000004 -0.081634999999999985 0.037045000000000002 -0.017224999999999997 -0.084489999999999996 0.0029250000000000005 -0.097599999999999978 0.089575000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 6 7 9 16 11 -11 -4 -7 14 -9 -14 17 -6 19 -18 -20
right_child=-2 2 5 4 8 12 -8 13 -10 10 -12 -13 15 -15 -16 -17 18 -19 20 -21 -22
leaf_value=-0.0038139377226778801 -0.0056114582621455897 -0.005412018488358517 0.0098027668040134228 0.014643557655477858 -0.0028827915093673851 0.011569252529834659 -0.00538343913496412 0.012292665772466805 -0.00086205143009230505 -0.0091019245149910281 0.0012670773221319322 0.00043453427562401009 0.0083021353673164416 -0.00045389680877026443 0.0040035327610523242 0.00010515376628370121 0.015340713592118922 0.0057782883757265639 0.0053611017854993869 0.0054192944945840758 -0.0023534272742678597
leaf_weight=58 57 76 76 65 74 56 53 52 102 53 1014 72 56 76 377 55 53 87 302 94 54
leaf_count=58 57 76 76 65 74 56 53 52 102 53 1014 72 56 76 377 55 53 87 302 94 54
internal_value=0 0.00270858 0.0020437 0.00421431 0.0047768 0.00233671 0.00192287 0.00214905 0.0039372 0.00130083 0.000750345 0.00525739 0.00671961 0.00418625 0.00501246 0.00425675 0.00467714 0.00178626 0.00559888 0.00900863 0.00418587
internal_weight=0 2905 2016 889 831 1940 1773 1720 766 1215 1067 148 167 505 429 111 664 161 503 147 356
internal_count=2962 2905 2016 889 831 1940 1773 1720 766 1215 1067 148 167 505 429 111 664 161 503 147 356
is_linear=0
shrinkage=0.16829


Tree=7314
num_leaves=12
num_cat=0
split_feature=2 2 2 1186 43 49 49 457 474 2 4
split_gain=0.0947984 0.0870353 0.123251 0.106664 0.0851672 0.0851142 0.0855469 0.10213 0.084665 0.07168 0.110671
threshold=0.25063000000000007 -0.13746499999999998 -0.007134999999999999 0.085230000000000014 -0.076024999999999995 -0.07278999999999998 -0.056179999999999987 0.096135000000000012 0.089165000000000008 0.10100500000000003 0.0015850000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 9 -7 8 -8 10 -4
right_child=-2 2 3 -5 -6 6 7 -9 -10 -11 -12
leaf_value=0.0075670119901354426 -0.0046671071846934717 0.00086468746974287085 0.011512256748231633 -0.0044574370757902671 -0.0083476336313822105 -0.004283817262855141 0.0018944111315055351 0.0097460819589467382 0.005653001627402259 0.0010001158900428549 0.0018668341348708267
leaf_weight=85 57 62 89 64 52 56 2142 52 185 63 55
leaf_count=85 57 62 89 64 52 56 2142 52 185 63 55
internal_value=0 0.00225317 0.00209236 0.00232111 -0.00332166 0.00248599 0.0022063 0.00235982 0.002194 0.00576747 0.00784072
internal_weight=0 2905 2820 2706 114 2642 2435 2379 2327 207 144
internal_count=2962 2905 2820 2706 114 2642 2435 2379 2327 207 144
is_linear=0
shrinkage=0.16829


Tree=7315
num_leaves=12
num_cat=0
split_feature=1453 150 48 16 151 398 49 49 52 9 34
split_gain=0.206343 0.154679 0.134573 0.177853 0.156473 0.100997 0.0836108 0.21288 0.167135 0.129121 0.131782
threshold=-0.077314999999999981 -0.096549999999999983 0.12663000000000002 -0.51287499999999986 -0.0095999999999999992 0.098300000000000012 -0.014479999999999998 -0.062709999999999974 -0.091869999999999993 1.0000000180025095e-35 -0.010739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 7 8 -5 10 -8
right_child=1 2 -4 5 -6 -7 9 -9 -10 -11 -12
leaf_value=-0.0059585200776096879 -0.0067805155611503258 0.0018150512350217658 -0.0045649436306221328 0.010189422476694899 0.014095519228767627 -0.0050705249510712321 -0.0057697271113159674 -0.0094425723093632084 -0.00031302509343800921 0.0097057203426071676 0.0025663675015286289
leaf_weight=96 56 53 82 53 67 55 55 59 224 70 2086
leaf_count=96 56 53 82 53 67 55 55 59 224 70 2086
internal_value=0 0.00196937 0.00214476 0.00234755 0.00868662 0.00205451 0.00220908 -0.000259494 0.00168998 0.00258503 0.00235138
internal_weight=0 2860 2804 2722 120 2602 2547 336 277 2211 2141
internal_count=2956 2860 2804 2722 120 2602 2547 336 277 2211 2141
is_linear=0
shrinkage=0.16829


Tree=7316
num_leaves=30
num_cat=0
split_feature=4 43 3 1 16 1 16 43 4 3 42 1 0 0 12 12 401 13 13 16 0 475 160 1 4 13 12 42 52
split_gain=0.140674 0.138249 0.147284 0.419487 0.162142 0.184486 0.228186 0.164824 0.174666 0.160135 0.103858 0.0909815 0.081238 0.0741884 0.100624 0.0880013 0.0836801 0.0930539 0.0739805 0.0708164 0.0705935 0.0681144 0.066073 0.0618615 0.120707 0.0742759 0.0603582 0.0819129 0.0434679
threshold=-0.069389999999999993 0.11012500000000001 0.093925000000000022 0.10500500000000001 -0.51287499999999986 0.100925 0.052150000000000009 -0.004174999999999999 -0.00076499999999999995 -0.082204999999999986 0.09117500000000002 0.093170000000000017 -0.092524999999999982 -0.098429999999999976 0.092010000000000022 0.097910000000000011 0.083100000000000021 -0.084509999999999988 -0.0079349999999999993 -0.20132999999999998 -0.061674999999999994 -0.085599999999999996 0.061085000000000007 0.084775000000000003 -0.17568999999999999 -0.019539999999999998 0.093910000000000007 0.10134500000000002 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 2 2 2 2 2 2 2
left_child=10 2 4 -4 -2 7 9 21 -9 -7 13 12 -3 -1 16 -16 17 28 -11 -5 -8 -6 -23 25 -25 -19 27 -12 -15
right_child=1 11 3 19 5 6 20 8 -10 18 26 -13 -14 14 15 -17 -18 23 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30
leaf_value=0.0092018803753821862 0.0087992077396881196 0.0035040644826338945 -0.015785795687033012 0.0044325759829075889 -0.0029169770039958031 -0.0136277552543224 -0.00066255130904640841 0.0010646881377217006 0.011726211171094805 -0.00041857695749706491 -0.0022047534197493514 -0.0094398766964670922 -0.0053824375527537337 -0.0061324001609070616 0.010652612379447667 0.0031105299624581396 0.006772056605502369 0.0097342857705200771 -0.0080208020095671011 -0.0023715866389395083 0.0075612490461828734 0.00092287324813219269 0.0045801884254634126 0.0039478464352535091 -0.0054213130800380366 0.0027515476002269073 -0.0032559845548763579 0.0058292154879466436 0.00044209731938424151
leaf_weight=66 84 54 55 88 95 52 55 79 98 112 67 58 63 56 88 89 101 55 54 85 63 546 189 93 67 207 103 77 57
leaf_count=66 84 54 55 88 95 52 55 79 98 112 67 58 63 56 88 89 101 55 54 85 63 546 189 93 67 207 103 77 57
internal_value=0 0.000511147 0.000987663 -0.0029813 0.00162307 0.00117289 -0.00223905 0.00231311 0.00697783 -0.00546899 0.00290336 -0.00398507 -0.00126562 0.0037602 0.00331623 0.00687042 0.00232427 0.00148123 -0.00290241 0.00107911 0.0037129 0.00131618 0.00186577 0.00263193 1.32822e-05 0.00422425 -0.000138604 0.00207871 -0.00280016
internal_weight=0 1830 1655 228 1427 1343 336 1007 177 218 1126 175 117 879 813 177 636 535 166 173 118 830 735 422 160 262 247 144 113
internal_count=2956 1830 1655 228 1427 1343 336 1007 177 218 1126 175 117 879 813 177 636 535 166 173 118 830 735 422 160 262 247 144 113
is_linear=0
shrinkage=0.16829


Tree=7317
num_leaves=21
num_cat=0
split_feature=1453 2 47 42 42 42 1213 403 132 1 160 52 42 13 43 43 3 52 3 2
split_gain=0.141092 0.140424 0.13393 0.0811327 0.10681 0.130039 0.0841244 0.159086 0.0758655 0.105509 0.0919997 0.0892152 0.0866421 0.0658519 0.155201 0.0554742 0.0728153 0.0554332 0.0457545 0.0133973
threshold=-0.077314999999999981 0.13631000000000001 0.120245 0.091485000000000025 0.094010000000000024 0.09747500000000002 -0.064039999999999986 -0.088854999999999976 -0.080714999999999981 0.11215000000000001 -0.015149999999999999 -1.0000000180025095e-35 -0.050194999999999997 -0.15747499999999998 -0.054204999999999996 0.082870000000000013 -0.083154999999999993 0.0054700000000000009 -0.078384999999999996 0.085865000000000011
decision_type=2 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 18 -6 7 -2 12 10 -10 -11 -8 -3 -15 16 -7 -9 -5 -19
right_child=1 13 -4 4 5 15 8 17 9 11 -12 -13 -14 14 -16 -17 -18 19 -20 -21
leaf_value=-0.0051582448114017134 0.013379222909584635 0.001513266578982863 -0.0053298192254338057 -0.0011891329877808617 0.0066388490760905059 -0.0068939427057192471 0.0033893081442087406 0.0064704015371690451 -2.6072884463418687e-05 0.010624036285144344 0.0028131448653930555 0.0026958957939289987 -0.0046562737482138683 0.00046400186199741899 -0.010849022980368571 0.0042523334120804831 0 -0.00065956647361033714 -0.0082952123578274566 0.0028623437265498162
leaf_weight=96 54 65 74 52 98 54 62 83 479 76 986 87 97 71 66 61 219 71 52 53
leaf_count=96 54 65 74 52 98 54 62 83 479 76 986 87 97 71 66 61 219 71 52 53
internal_value=0 0.00139734 0.00172284 0.00192551 7.87598e-05 0.00124767 0.00240796 0.00523446 0.00199413 0.00233725 0.0018836 0.00640347 -0.0015077 -0.00287691 -0.00497295 -0.000328791 -0.00135899 0.00310105 -0.00475945 0.000831278
internal_weight=0 2860 2658 2584 536 432 2048 261 1787 1628 1465 163 159 202 137 334 273 207 104 124
internal_count=2956 2860 2658 2584 536 432 2048 261 1787 1628 1465 163 159 202 137 334 273 207 104 124
is_linear=0
shrinkage=0.16829


Tree=7318
num_leaves=20
num_cat=0
split_feature=4 2 123 49 2 14 2 2 52 2 15 123 150 1453 4 15 2 483 2
split_gain=14.8282 4.2423 3.35271 0.99408 0.991763 0.921231 0.599176 0.468173 0.46496 0.445465 0.480018 0.41909 0.371412 0.343922 0.291265 0.244619 0.229163 0.217392 0.144833
threshold=0.31392000000000003 0.13631000000000001 1.0000000180025095e-35 -0.014479999999999998 0.14808000000000002 0.073890000000000011 -1.0000000180025095e-35 0.092320000000000013 -0.55026999999999993 0.089945000000000011 -0.076594999999999983 0.085810000000000011 0.081245000000000026 -0.014859999999999998 -0.12685999999999997 -0.43587999999999999 0.15205000000000002 1.0000000180025095e-35 0.082500000000000018
decision_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 11 7 -4 13 -9 18 -11 12 15 -5 -15 -2 -3 -10 -1
right_child=4 16 6 5 -6 -7 -8 8 17 10 -12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.001068034208275722 0.00063303010905811099 0.00070663591426977268 0.00043423358213096297 0.0010850604623646976 1.8019004195406539e-05 0.0016238398966896973 0.00089326860105443052 0.0014634806791698359 0.0011331297355871614 0.00069241078390519224 0.001084702206952174 0.00030621013103898929 0.00082509580900528992 0.0010798510061247335 0.0013224176956417445 0.00033849221288381667 0.00040132157862469731 0.0013209368644789019 0.0012950175718316962
leaf_weight=52 70 57 52 79 52 82 78 62 486 53 98 73 57 58 1273 56 52 81 85
leaf_count=52 70 57 52 79 52 82 78 62 486 53 98 73 57 58 1273 56 52 81 85
internal_value=0 0.00119935 0.00122673 0.0012546 0.000434186 0.00127939 0.000709926 0.00126552 0.00118999 0.00107194 0.000947244 0.000518583 0.000603107 0.00129919 0.00131187 0.000502404 0.000561305 0.00116002 0.00120912
internal_weight=0 2648 2539 2409 308 2121 130 2039 629 288 151 256 183 1410 1331 126 109 567 137
internal_count=2956 2648 2539 2409 308 2121 130 2039 629 288 151 256 183 1410 1331 126 109 567 137
is_linear=0
shrinkage=0.0032998


Tree=7319
num_leaves=23
num_cat=0
split_feature=4 2 12 150 3 2 4 43 0 3 48 47 13 15 15 2 481 14 159 160 151 15
split_gain=7.08869 2.56513 0.97242 0.575935 0.488658 0.427411 0.450081 0.401942 0.33084 0.326022 0.192954 0.189892 0.184883 0.184827 0.178909 0.155659 0.132371 0.107971 0.0919297 0.115585 0.134658 0.061668
threshold=0.31392000000000003 0.13631000000000001 1.0000000180025095e-35 0.083435000000000023 0.13772500000000001 0.090215000000000004 -0.097349999999999978 -0.077134999999999995 -0.105195 0.10856000000000002 0.091045000000000015 0.11069000000000002 -0.09219999999999999 0.11447500000000001 -0.0025249999999999995 0.092250000000000013 -0.049389999999999996 -0.41608999999999996 -0.26620999999999995 -0.35906499999999991 -0.048789999999999993 0.085775000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 8 6 -4 -1 -2 14 -3 12 21 -14 -9 -5 -7 -10 -18 -20 -21 -8
right_child=4 10 5 15 -6 16 11 9 17 -11 -12 -13 13 -15 -16 -17 18 -19 19 20 -22 -23
leaf_value=0.00070706766645507236 0.00064467453563398815 0.00057362704321589349 0.0012700722706655118 0.00074357698574621688 0.00018055109264883537 0.0010844060884383046 0.00122766851748272 0.00092661122061860838 0.0005055324668696142 0.00073529245234146791 0.00029381925187694645 0.00084290931655290518 0.0010133712514663871 0.00081186525416823924 0.0011281918479982736 0.000518141982706357 0.0010448222700077091 0.00031488461354772915 0.00074633967461244853 0.00075810983229812623 0.00092860459545828606 0.0010658678130107853
leaf_weight=93 86 56 76 75 79 52 56 102 52 55 53 75 1028 54 97 63 52 91 54 59 489 59
leaf_count=93 86 56 76 75 79 52 56 102 52 55 53 75 1028 54 97 63 52 91 54 59 489 59
internal_value=0 0.000934174 0.000955465 0.000822133 0.000405044 0.000986931 0.00102162 0.000894101 0.000482335 0.000962443 0.000437897 0.00100675 0.00101698 0.00100335 0.00102505 0.000640916 0.000920651 0.000384457 0.000907576 0.000895663 0.000910313 0.00114496
internal_weight=0 2648 2539 485 308 2054 1348 347 229 254 109 1272 1197 1082 199 138 706 143 654 602 548 115
internal_count=2956 2648 2539 485 308 2054 1348 347 229 254 109 1272 1197 1082 199 138 706 143 654 602 548 115
is_linear=0
shrinkage=0.0032998


Tree=7320
num_leaves=17
num_cat=0
split_feature=97 1456 3 48 11 2 2 3 1 48 13 1186 151 1453 151 3
split_gain=0.204315 0.145688 0.129187 0.118532 0.164155 0.139948 0.117525 0.10689 0.200893 0.101107 0.106634 0.0849204 0.0866229 0.0682143 0.0676132 0.052666
threshold=-0.0047149999999999996 -0.052914999999999997 0.099330000000000016 0.11978500000000002 0.085990000000000011 0.10644500000000001 0.084305000000000005 -0.12077499999999998 0.081540000000000015 0.10184000000000001 -0.48634999999999995 0.084505000000000011 -0.091204999999999981 -0.064559999999999992 -0.0017399999999999998 0.15217000000000003
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 -6 -2 8 -3 10 -4 12 -9 -8 -12 -16
right_child=1 2 9 -5 5 -7 13 11 -10 -11 14 -13 -14 -15 15 -17
leaf_value=-0.0063525565140276604 0.0016349809547053001 0.0016712457937066011 0.0076410989836784085 0.0098793118860970221 -0.0086126839024675984 0.0023819648730236632 0.0054733847500232236 0.0068239348616664953 0.013486602948835191 -0.0065470961127323474 0.0041718552801425909 0.00914567174895645 0.0023966642360406889 0.012563568449935119 0.00013547801517167015 -0.0066570837641387794
leaf_weight=67 78 85 53 71 63 68 67 135 79 64 52 60 1816 94 69 60
leaf_count=67 78 85 53 71 63 68 67 135 79 64 52 60 1816 94 69 60
internal_value=0 0.00303872 0.00268195 0.00309617 0.00288654 -0.00289182 0.00702433 0.0032354 0.00737374 -0.000616051 0.000998437 0.00289702 0.00270393 0.00962415 -0.000936726 -0.00300993
internal_weight=0 2914 2675 2377 2306 131 239 2175 164 298 234 2011 1951 161 181 129
internal_count=2981 2914 2675 2377 2306 131 239 2175 164 298 234 2011 1951 161 181 129
is_linear=0
shrinkage=0.16829


Tree=7321
num_leaves=17
num_cat=0
split_feature=33 2 10 484 160 159 52 42 2 2 52 133 15 133 49 159
split_gain=0.147708 0.0999428 0.159333 0.102195 0.117602 0.110987 0.159831 0.153189 0.12493 0.120239 0.1568 0.100248 0.083011 0.128365 0.0789695 0.07281
threshold=1.0000000180025095e-35 0.12068000000000001 -0.093904999999999988 0.11912000000000002 -0.53327999999999987 0.078065000000000009 -0.060344999999999996 0.11830500000000001 0.083815000000000014 0.091235000000000024 0.093130000000000004 0.075180000000000011 -0.38214499999999996 0.081310000000000007 0.0060400000000000011 0.089465000000000017
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 7 8 9 -7 11 -11 -6 -4 14 -14 -10
right_child=-2 2 12 -5 5 6 -8 -9 15 10 -12 -13 13 -15 -16 -17
leaf_value=-0.0034160072033009915 -0.0057013020225321299 0.0079242822911820884 0.0021450748705047068 0.0087027702633676578 0.0041362709144474701 -0.0037078707276080535 0.011248586779941094 0.0092245773928085091 0.010193721089326391 -0.001341199259373829 0.0043292630587936773 0.00099848972055295864 -0.010987070314498066 0.0025312608541076475 -0.0025042955036622544 0.0031871912830517914
leaf_weight=86 63 57 97 83 850 55 103 90 61 479 194 439 66 59 60 139
leaf_count=86 63 57 97 83 850 55 103 90 61 479 194 439 66 59 60 139
internal_value=0 0.00252658 -0.000184987 0.0028837 0.00268948 0.0029081 0.0056461 0.00242954 0.00337609 0.00211692 0.000290707 0.00306902 -0.00183047 -0.00392465 -0.00696191 0.00533317
internal_weight=0 2918 339 2579 2496 2410 358 2052 255 1962 673 1289 282 185 126 200
internal_count=2981 2918 339 2579 2496 2410 358 2052 255 1962 673 1289 282 185 126 200
is_linear=0
shrinkage=0.16829


Tree=7322
num_leaves=10
num_cat=0
split_feature=3 14 33 1209 1429 475 1447 1456 1429
split_gain=0.120181 0.0900513 0.0936853 0.0868925 0.0754645 0.0863011 0.115736 0.14093 0.0645568
threshold=0.3148450000000001 0.083835000000000007 1.0000000180025095e-35 -0.078174999999999981 0.096690000000000012 -0.086169999999999983 -0.085804999999999979 -0.11244999999999998 0.082195000000000018
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 -7 -8 -5
right_child=-2 -3 -4 4 -6 6 7 -9 -10
leaf_value=-0.0034586678641937915 -0.0038631896851867948 -0.0041810748678366878 -0.0047043608853226523 0.0034387471544752705 -0.0033096845632485804 -0.003129517256492631 0.010182498433028507 0.0025103839798902489 0.011317435200189057
leaf_weight=69 97 62 53 64 60 99 70 2351 56
leaf_count=69 97 62 53 64 60 99 70 2351 56
internal_value=0 0.00215303 0.00229283 0.00242741 0.0025785 0.002713 0.00250193 0.00273296 0.00713044
internal_weight=0 2884 2822 2769 2700 2640 2520 2421 120
internal_count=2981 2884 2822 2769 2700 2640 2520 2421 120
is_linear=0
shrinkage=0.16829


Tree=7323
num_leaves=22
num_cat=0
split_feature=480 1456 0 483 43 403 10 10 0 48 13 13 130 13 124 130 51 160 4 13 0
split_gain=0.0830058 0.117755 0.141966 0.0965233 0.0862825 0.157477 0.12601 0.278348 0.118507 0.100181 0.0941172 0.164458 0.0937034 0.0918916 0.076138 0.0702751 0.0699955 0.0696935 0.139032 0.0642554 0.0511526
threshold=-1.0000000180025095e-35 -0.052914999999999997 -0.085719999999999977 -0.0064649999999999994 0.024055000000000003 0.10323500000000001 -1.0000000180025095e-35 -0.16262499999999996 -0.082404999999999992 0.10145000000000001 -0.049464999999999988 -0.10667999999999998 0.086820000000000022 -0.041479999999999996 -0.08478999999999999 0.091830000000000009 0.089685000000000001 -0.0071899999999999993 0.0033150000000000007 0.032645000000000007 -0.073254999999999987
decision_type=2 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 8 7 -3 10 12 11 -6 14 20 -8 -14 -16 -11 -19 -17 -10
right_child=1 4 3 -5 5 -7 9 -9 13 17 -12 -13 15 -15 16 19 -18 18 -20 -21 -22
leaf_value=-0.0033705783797327409 0.011332445967049048 0.0059286951857949882 0.0070973709707218341 -0.0021823613082813638 0.011333433268143763 -0.0046896888942247967 0.0079892034022093477 -0.00921936193903896 0.00092155160526692181 0.0027631605951441303 0.014010066866435722 -0.0014070045375054723 -0.0068196944208205254 -0.0019848017613549513 0.0015600635606866837 0.003715283134746544 0.0051982430073500624 0.0017074178051423358 -0.0094841640896471801 -0.0038326716228937441 0.0077609255917210108
leaf_weight=91 78 54 60 67 62 56 61 94 52 52 54 53 56 87 1502 71 167 56 71 58 79
leaf_count=91 78 54 60 67 62 56 61 94 52 52 54 53 56 87 1502 71 167 56 71 58 79
internal_value=0 0.00178506 0.00567588 0.00218762 0.00148733 0.00363517 0.00106213 -0.00368023 0.00484444 0.00139817 0.00819317 0.00544613 0.00175459 0.00224017 0.00214003 -0.00184007 0.00192518 -0.00240493 -0.00453515 0.000307702 0.00505977
internal_weight=0 2890 205 127 2685 443 2242 148 387 2094 169 115 1915 218 1730 185 1669 179 127 129 131
internal_count=2981 2890 205 127 2685 443 2242 148 387 2094 169 115 1915 218 1730 185 1669 179 127 129 131
is_linear=0
shrinkage=0.16829


Tree=7324
num_leaves=29
num_cat=0
split_feature=1 3 3 1 0 3 1 0 1 401 43 150 0 3 3 3 123 475 3 481 1429 43 48 43 42 43 0 1
split_gain=23.3413 4.92777 1.57627 1.55979 1.64838 1.04804 0.744272 0.727215 0.451475 0.382591 0.311369 0.268904 0.447969 0.200121 0.186789 0.177306 0.172674 0.171785 0.227462 0.122803 0.120842 0.119578 0.118698 0.134372 0.102925 0.0526566 0.0396625 0.0285402
threshold=0.10509 -0.053364999999999996 0.3148450000000001 0.092845000000000025 -0.099704999999999974 0.090170000000000014 0.122715 -0.079249999999999987 0.11690500000000002 0.080710000000000018 -0.079614999999999977 0.093965000000000007 -0.14920999999999998 -0.085134999999999975 0.14813000000000001 0.057935000000000007 0.092515000000000014 -0.086169999999999983 -0.073614999999999986 -0.084514999999999993 0.048630000000000007 0.15260500000000002 0.0046200000000000008 -0.11113499999999998 0.093535000000000021 0.037915000000000011 -0.090729999999999991 0.097430000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 5 7 -5 8 13 11 -3 21 -6 12 15 -2 -7 -1 -10 -14 19 -19 -13 22 23 -9 -25 27 -20 -12
right_child=1 2 -4 4 10 14 -8 9 16 -11 25 20 17 -15 -16 -17 -18 18 26 -21 -22 -23 -24 24 -26 -27 -28 -29
leaf_value=0.0018352682948737733 0.0011083304272295768 0.00066564950191329764 0.00010149382663937292 0.00080349295862046789 0.0011065145866841434 0.00090958917335925201 0.00078529230923397864 0.0012115231536518392 0.00042410540725778357 0.0010806615945820222 0.0015050458071198651 0.0012032423434247845 0.0016532244663883028 0.0013454005095732016 0.00065705639067313571 0.0015584051451283509 0.00017953273614449325 0.0013521181938396293 0.0013863935367994943 0.0014946658324929392 0.0014221920182414759 0.0012143070738570522 0.0015276397896630384 0.0014421275590393524 0.0013220006495615879 0.0013040481120246826 0.0012645917467832112 0.0013904721162850957
leaf_weight=54 101 65 90 88 52 86 65 58 82 58 54 53 58 67 53 53 52 77 112 903 66 54 59 190 152 52 52 75
leaf_count=54 101 65 90 88 52 86 65 58 82 58 54 53 58 67 53 53 52 77 112 903 66 54 59 190 152 52 52 75
internal_value=0 0.000700411 0.000490044 0.00140342 0.00118927 0.0005934 0.00108669 0.00143779 0.000439447 0.00133761 0.00133482 0.00147783 0.0014917 0.00120309 0.000813553 0.00169846 0.00032946 0.00147326 0.00146411 0.0014835 0.00132497 0.00136659 0.00138443 0.00136322 0.00138884 0.00140021 0.00134799 0.00143871
internal_weight=0 661 428 2320 321 338 233 1999 199 571 233 1428 1309 168 139 107 134 1202 1144 980 119 513 459 400 342 181 164 129
internal_count=2981 661 428 2320 321 338 233 1999 199 571 233 1428 1309 168 139 107 134 1202 1144 980 119 513 459 400 342 181 164 129
is_linear=0
shrinkage=0.0032998


Tree=7325
num_leaves=28
num_cat=0
split_feature=1 4 12 4 14 12 1 1 1 51 52 12 12 16 16 1 4 42 42 403 12 52 1 1 12 403 1
split_gain=32.2507 4.73321 2.86869 2.35776 1.60428 1.70116 1.14997 1.14295 0.787112 0.664165 0.923126 0.634342 0.519202 0.265227 0.257805 0.216297 0.169646 0.146576 0.168444 0.131377 0.168356 0.112929 0.0798127 0.0753522 0.0649321 0.053799 0.0439233
threshold=0.10442000000000001 0.27420500000000009 0.085075000000000026 0.053925000000000008 0.073890000000000011 1.0000000180025095e-35 0.12000500000000001 0.083670000000000008 0.11617500000000001 -0.096089999999999981 -0.068039999999999975 -1.0000000180025095e-35 0.094435000000000005 -0.46591499999999991 -0.074904999999999985 0.14646500000000004 -0.077789999999999984 0.088575000000000015 0.089350000000000013 -0.10440999999999999 0.090885000000000007 0.008405000000000001 0.11277000000000001 0.093800000000000008 0.097240000000000007 -0.028039999999999999 0.13385500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 5 9 22 13 -4 -1 -11 -2 17 -5 25 26 -16 19 -19 -7 -21 -20 -3 -18 -15 -14 -8
right_child=1 6 8 7 -6 12 15 -9 -10 10 -12 -13 14 24 16 -17 23 18 21 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0012816852448036282 0.00015465966267499403 0.00022399388475543563 0.0012058766896746536 0.0011910079406563352 0.0016995334331495239 0.0011948240649727062 -0.00010088466934935714 0.00049960954211909151 0.0007358420000016146 0.00065697119156142212 0.0011102727566691681 0.00054319830764304835 0.0012037441198632776 0.00099779844916334502 0.00095970556638949622 -0.00027743145464052116 0.0011144100775718293 0.0010589378472232402 0.0012030415295390489 0.0013167700671081132 0.0014864027230786631 0.0013371116311224368 0.00040492648956843603 0.0012649794118372679 0.00085014086613751283 0.0013492942389146995 2.3003242072116716e-05
leaf_weight=58 96 53 71 72 80 89 57 57 87 101 96 88 58 100 70 58 169 52 153 705 74 141 56 52 55 71 68
leaf_count=58 96 53 71 72 80 89 57 57 87 101 96 88 58 100 70 58 169 52 153 705 74 141 56 52 55 71 68
internal_value=0 0.000357564 0.000621023 0.00120012 0.00124071 0.00122126 4.8871e-05 0.000918569 0.000947283 0.000969994 0.000878048 0.000340674 0.00126045 0.00102362 0.00115965 -0.000110805 0.00110434 0.0012953 0.00123622 0.00131881 0.00133293 0.00126746 0.000317273 0.00115 0.000945631 0.00128413 -3.32078e-05
internal_weight=0 634 342 2253 1969 1889 292 284 158 255 197 184 1634 227 420 183 291 1214 346 868 779 294 109 221 155 129 125
internal_count=2887 634 342 2253 1969 1889 292 284 158 255 197 184 1634 227 420 183 291 1214 346 868 779 294 109 221 155 129 125
is_linear=0
shrinkage=0.0032998


Tree=7326
num_leaves=18
num_cat=0
split_feature=2 43 43 48 13 12 483 13 160 474 14 1375 151 0 12 12 481
split_gain=0.279386 0.293924 0.218821 0.192676 0.15244 0.131248 0.13329 0.179942 0.107764 0.121264 0.0731988 0.0754766 0.101981 0.129614 0.0671617 0.0578923 0.0570992
threshold=0.098500000000000018 -0.22491499999999998 -0.49922499999999997 0.12370000000000002 0.10077500000000002 -0.10063999999999999 0.086150000000000018 -0.08971999999999998 -0.52374999999999983 0.089580000000000007 0.073890000000000011 -0.095554999999999987 -0.085684999999999997 -0.14259999999999998 -0.041014999999999989 0.083985000000000018 -0.050084999999999991
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 -3 7 -7 16 10 11 -10 15 -14 -9 -13 -4
right_child=1 3 8 -5 -6 6 -8 14 9 -11 -12 12 13 -15 -16 -17 -18
leaf_value=0.014975724820235434 -0.0095540872996473635 0.0099258862085123949 0.013720591402750447 0.010170845280952299 -0.0075692971078233336 -0.0061944357829462867 0.0085107023019110536 -0.0032562622181819718 0.01057829069068348 -0.0015102025686918772 0.010565931829564734 -0.0044061386957899009 0.012125115917060105 0.0041898149963296404 0.0026278521789341279 0.0025142844583686125 0.0057869954659127906
leaf_weight=58 67 53 52 75 52 98 63 64 53 100 55 56 61 1460 379 88 53
leaf_count=58 67 53 52 75 52 98 63 64 53 100 55 56 61 1460 379 88 53
internal_value=0 0.00113988 0.00477396 0.00205607 0.00119513 0.00189155 0.00118357 0.000327001 0.00447391 0.00417812 0.00449997 0.00430473 0.00410395 0.00450924 0.00177372 -0.000164515 0.00973313
internal_weight=0 851 2036 784 709 657 604 541 1978 1873 1773 1718 1665 1521 443 144 105
internal_count=2887 851 2036 784 709 657 604 541 1978 1873 1773 1718 1665 1521 443 144 105
is_linear=0
shrinkage=0.16829


Tree=7327
num_leaves=17
num_cat=0
split_feature=4 3 39 14 0 0 4 4 39 3 42 0 0 0 0 133
split_gain=15.0865 5.81068 3.33422 1.69463 0.678187 0.70192 0.953084 0.688256 0.663898 0.666088 0.352264 0.325023 0.318932 0.170194 0.1333 0.10771
threshold=0.27998000000000006 0.18595000000000003 0.0039300000000000003 0.073890000000000011 0.12583000000000003 -0.11167499999999998 0.0019650000000000002 0.053925000000000008 0.087880000000000014 0.13772500000000001 -0.011964999999999998 -0.105195 -0.077574999999999991 -0.068669999999999995 -0.14606999999999998 0.097995000000000013
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 12 9 11 -4 -2 -7 -12 -8 -9
right_child=8 -3 10 -5 -6 7 14 15 -10 -11 13 -13 -14 -15 -16 -17
leaf_value=0.00066145392265119134 0.00071132788781384077 0.00011974448610850837 0.00095397076809419453 0.001614204739836163 0.00077455436467178929 0.0012177384307608318 0.0012623358086385199 0.0010324127479064923 0.00011135529136174954 0.00014301107196269886 0.00075945999887033712 0.00040329350126934807 0.0011214084305441866 0.00053818076698161795 0.0010339371192549785 0.00085943490701662138
leaf_weight=74 73 65 53 85 55 1205 55 140 103 61 72 78 562 84 63 59
leaf_count=74 73 65 53 85 55 1205 55 140 103 61 72 78 562 84 63 59
internal_value=0 0.00109441 0.00111967 0.00115599 0.00113837 0.00114763 0.00095617 0.00116631 0.000329152 0.000434802 0.000720188 0.000552444 0.00118712 0.000640535 0.00114069 0.000981305
internal_weight=0 2572 2507 2298 2213 2158 192 1966 315 212 209 151 1767 156 118 199
internal_count=2887 2572 2507 2298 2213 2158 192 1966 315 212 209 151 1767 156 118 199
is_linear=0
shrinkage=0.0032998


Tree=7328
num_leaves=24
num_cat=0
split_feature=4 12 41 41 1373 2 12 47 3 3 52 475 52 3 4 52 1429 3 47 4 16 42 3
split_gain=0.250194 0.212484 0.198661 0.186821 0.162616 0.133827 0.16226 0.169064 0.167441 0.131219 0.123704 0.123525 0.154469 0.220618 0.111013 0.0867481 0.0828553 0.122316 0.0737766 0.0658301 0.131885 0.0457561 0.0454654
threshold=0.31392000000000003 -0.11319999999999998 0.075585000000000013 0.088645000000000015 1.0000000180025095e-35 0.089945000000000011 0.085785000000000014 0.09252500000000001 -0.084094999999999989 -0.11151499999999999 0.085730000000000015 -0.086299999999999988 -0.54883999999999988 -0.10690999999999999 -0.080954999999999985 0.053330000000000009 0.056450000000000007 -0.010724999999999998 0.096300000000000011 0.50944500000000004 -0.52819999999999989 0.083865000000000009 -0.077664999999999998
decision_type=2 2 2 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 10 8 9 -8 16 -7 -13 -14 -10 19 17 -1 -15 20 -3 -12 -9
right_child=1 15 3 -5 -6 11 7 22 14 -11 21 12 13 18 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0032205501075154488 0.0084175379355216733 -0.0021088300902486526 0.017868031388571803 0.0041165949254593111 0.011329756609277349 -0.0047459163465613397 0.012156743929708788 -0.002722434705543559 0.016700781735895495 0.002983676329456075 -0.0059260860010623365 0.011753951054835357 -0.0064183476622166639 0.0026414758519688092 0.0085116348163644835 0.0031446210838000457 -0.00074782235381812084 0.010504850009430876 0.0086128858863215932 -0.00010131265107613872 -0.013020920242395187 0.00072853396252985883 0.0038542119583284923
leaf_weight=250 59 76 59 54 85 65 53 61 55 272 52 52 75 741 343 54 84 89 64 66 54 66 58
leaf_count=250 59 76 59 54 85 65 53 61 55 272 52 52 75 741 343 54 84 89 64 66 54 66 58
internal_value=0 -0.000659039 0.00440356 0.0113124 0.00408611 0.00382666 0.00489931 0.00636196 0.00732959 0.00448512 0.00261955 0.00233691 0.00283282 0.00230362 0.00964782 -0.0028083 0.00396514 0.00513825 0.00311845 -0.00445755 -0.00665536 -0.00218879 0.000467892
internal_weight=0 309 2578 113 2465 2380 1383 842 723 325 541 997 932 880 398 250 423 339 805 196 130 118 119
internal_count=2887 309 2578 113 2465 2380 1383 842 723 325 541 997 932 880 398 250 423 339 805 196 130 118 119
is_linear=0
shrinkage=0.16829


Tree=7329
num_leaves=26
num_cat=0
split_feature=4 12 1 13 12 12 11 4 2 1 2 0 133 0 12 14 157 0 133 4 49 13 12 1456 12
split_gain=15.3311 4.10162 2.4149 0.923532 0.794888 0.628491 0.529786 0.503892 0.483448 0.474152 0.459933 0.380134 0.318946 0.300637 0.29252 0.260395 0.242831 0.195677 0.195106 0.145042 0.133981 0.126537 0.111858 0.096307 0.0837078
threshold=0.31392000000000003 0.056995000000000011 0.092845000000000025 -1.0000000180025095e-35 0.09253500000000002 -0.0066799999999999993 1.0000000180025095e-35 -0.008454999999999999 0.13270000000000001 0.14684500000000003 -0.0011799999999999998 -0.13843999999999998 -0.41385999999999995 -0.11167499999999998 -0.083219999999999988 -0.10523499999999998 -0.077294999999999989 -0.17862999999999998 0.08759500000000002 0.053330000000000009 0.036605000000000006 -0.046389999999999994 0.098785000000000012 0.056265000000000009 0.091585000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 14 6 -1 13 -5 12 10 -2 -7 -6 -3 -4 -12 18 -17 -15 20 21 -14 -21 24 -18
right_child=9 4 3 7 8 11 -8 -9 -10 -11 15 -13 19 16 -16 17 23 -19 -20 22 -22 -23 -24 -25 -26
leaf_value=0.0012858308994222662 0.0006158892815624847 0.00095906497058548354 0.00059123732059657272 0.001080950339552113 0.0013240179358195976 0.0010937089253800663 0.0014854827338629669 0.00063554332590994315 0.00078150456919932226 5.128923278474761e-05 0.00047028535326832586 0.00074765264054810188 0.0010313795824956535 0.0014322766017233189 0.00030613674092345289 0.00033277454453463628 0.0011782812314741372 6.2124768177201892e-05 0.0011922119750200264 0.0010912155234315331 0.0012374397553789598 0.0011435122773863057 0.0008794290260877223 0.0012997566797154402 0.0013127660082875104
leaf_weight=101 71 52 99 58 72 81 81 54 52 55 65 62 220 99 66 64 816 54 63 55 84 244 60 100 59
leaf_count=101 71 52 99 58 72 81 81 54 52 55 65 62 220 99 66 64 816 54 63 55 84 244 60 100 59
internal_value=0 0.00110779 0.000846021 0.000634865 0.00117408 0.00108559 0.00122537 0.000866515 0.00109127 0.000329808 0.000389979 0.000943917 0.00111313 0.00120762 0.000477411 0.000302138 0.00121896 0.000209216 0.00133914 0.00109018 0.00111302 0.00109042 0.000981025 0.00119895 0.00118739
internal_weight=0 2578 521 277 2057 244 1270 112 787 309 254 143 735 1189 165 183 1137 118 162 663 548 464 115 975 875
internal_count=2887 2578 521 277 2057 244 1270 112 787 309 254 143 735 1189 165 183 1137 118 162 663 548 464 115 975 875
is_linear=0
shrinkage=0.0032998


Tree=7330
num_leaves=27
num_cat=0
split_feature=1 3 3 4 3 16 123 52 12 1 1 0 1 3 3 40 41 51 3 0 42 0 42 0 16 16
split_gain=11.7701 3.5972 1.3056 1.02301 0.907393 0.637412 0.578131 0.471324 0.597762 0.431667 0.36133 0.338226 0.348217 0.333971 0.284082 0.234534 0.215445 0.228244 0.282541 0.183077 0.0931732 0.0901472 0.0712758 0.0522066 0.127421 0.0862376
threshold=0.10331000000000003 -0.049204999999999992 0.3148450000000001 0.043640000000000005 0.090170000000000014 0.26411500000000004 1.0000000180025095e-35 0.0030150000000000008 0.085465000000000013 0.11477000000000001 0.12040000000000002 -0.079249999999999987 0.092755000000000018 0.13772500000000001 -0.11151499999999999 -0.072979999999999975 1.0000000180025095e-35 0.080840000000000009 -0.015474999999999997 -0.09633499999999999 0.11769000000000002 -0.10462499999999998 0.083120000000000013 -0.071749999999999994 -0.049824999999999994 -0.078829999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 6 10 9 11 8 -5 -2 -3 12 16 -6 -13 -12 17 18 -1 -19 23 -9 -10 25 -25 -16
right_child=1 2 -4 7 13 -7 -8 21 22 -11 15 14 -14 -15 20 -17 -18 19 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=0.0010947487014434875 0.00088327122262584629 0.00044435815933307126 -5.685865382206754e-06 0.00048707360279417951 0.00078526572259921164 0.0010459819370081326 0.00071277884413184468 0.001076093122395549 0.00095606322533291503 0.00054386277047676539 1.1637783238207092e-05 0.00082872146846831496 0.00084268702109971622 0.00046485442839867906 0.00088730235351609332 0.00031859985317131499 0.0012933100360235281 0.00081024928052453879 0.0013330085994516421 0.0010537986956240047 0.00091510553900972665 0.00089197600690554509 0.0007936167077688312 0.001199077154211583 0.0010236185021376388 0.0010440647751969354
leaf_weight=956 81 101 89 66 80 100 55 77 64 84 53 98 61 65 54 56 62 53 59 101 77 52 63 72 140 172
leaf_count=956 81 101 89 66 80 100 55 77 64 84 53 98 61 65 54 56 62 53 59 101 77 52 63 72 140 172
internal_value=0 0.000533016 0.000351295 0.00101989 0.000440891 0.000837351 0.00104828 0.000846943 0.000743022 0.000710695 0.000301948 0.00105795 0.00108852 0.000641876 0.000993455 0.000169666 0.00110067 0.00109043 0.00110863 0.000970209 0.00102473 0.00100215 0.000875757 0.00104393 0.00108337 0.00100676
internal_weight=0 709 444 2282 355 265 1960 322 193 165 210 1905 1292 145 613 109 1231 1169 1015 154 515 129 127 438 212 226
internal_count=2991 709 444 2282 355 265 1960 322 193 165 210 1905 1292 145 613 109 1231 1169 1015 154 515 129 127 438 212 226
is_linear=0
shrinkage=0.0032998


Tree=7331
num_leaves=29
num_cat=0
split_feature=12 12 2 43 3 1 0 4 43 474 474 12 1 4 12 47 52 4 52 48 3 16 0 16 0 3 1 3
split_gain=0.256554 0.346822 0.213773 0.151276 0.225314 0.161014 0.144097 0.116295 0.13509 0.106071 0.115445 0.101376 0.0979394 0.145412 0.122212 0.101151 0.124843 0.321481 0.126427 0.0974892 0.0878707 0.0828377 0.0804062 0.0792996 0.075327 0.0520239 0.16435 0.0763537
threshold=0.083400000000000016 0.081080000000000013 0.11891500000000001 -0.11366999999999998 -0.14884499999999998 0.077375000000000013 -0.057749999999999989 -0.021269999999999997 0.057215000000000009 0.09091500000000001 0.084420000000000009 0.09227500000000001 0.092845000000000025 -0.16236499999999995 -0.0066799999999999993 0.096770000000000009 -0.054584999999999995 0.41315500000000005 -0.080219999999999986 0.085875000000000021 0.10766000000000002 -0.45743999999999996 -0.11214999999999999 0.41068500000000002 -0.082284999999999983 -0.082784999999999984 0.088470000000000007 -0.079774999999999985
decision_type=2 2 2 2 2 2 2 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 23 24 -4 8 25 10 21 -10 14 -14 -1 16 18 -18 19 -15 -19 -9 -16 -5 -2 26 -6 -27
right_child=2 -3 6 4 7 -7 -8 9 11 -11 -12 -13 13 15 22 -17 17 20 -20 -21 -22 -23 -24 -25 -26 27 -28 -29
leaf_value=0.0091884927448187739 0.0089655688883812923 -0.011826294351740343 -0.0091297346239762617 0.017603109619951464 0.0070091410202419548 -0.0053520382911325902 0.0025181644056217816 0.0087083729265042455 -0.002376092101243447 -0.0032786278551678602 0.0095655059297187102 0.0059857443324218178 0.0082420722524147033 -0.0067698103419493415 0.0052045241962122846 0.0053216261630291617 -0.011827579940736488 -0.0027673203245229413 0.007281929359639336 0.0031941324916330452 0.005676876306921993 0.0022632598318612163 -0.0020095161860368407 0.0083011508913387374 0.00096348456720855001 0.0029949927450604163 0.017050319351730306 0.007744384286247746
leaf_weight=99 55 56 52 52 333 80 71 64 84 64 88 80 62 55 92 74 91 78 73 56 63 500 83 54 86 174 54 218
leaf_count=99 55 56 52 52 333 80 71 64 84 64 88 80 62 55 92 74 91 78 73 56 63 500 83 54 86 174 54 218
internal_value=0 0.000985958 0.00440691 0.00482887 0.00534874 0.000668792 -0.00239154 0.00486637 0.00609631 0.00324399 0.003887 0.0016919 0.00185676 0.000561958 0.00445871 -0.000406146 -0.00142935 -0.00402809 0.00183757 -0.00172677 0.000992877 0.00299781 0.00177274 0.0128813 0.00409761 0.00702125 0.00841488 0.00564082
internal_weight=0 882 2109 1986 1765 221 123 1659 943 716 652 164 826 552 274 490 416 232 184 111 141 564 175 106 141 779 387 392
internal_count=2991 882 2109 1986 1765 221 123 1659 943 716 652 164 826 552 274 490 416 232 184 111 141 564 175 106 141 779 387 392
is_linear=0
shrinkage=0.16829


Tree=7332
num_leaves=19
num_cat=0
split_feature=39 12 12 2 156 42 131 3 34 1 16 1201 43 2 49 43 49 2
split_gain=0.216624 0.15097 0.255208 0.128186 0.116613 0.115658 0.135718 0.0979374 0.119976 0.0910244 0.110504 0.091142 0.0972426 0.141747 0.0845332 0.0612896 0.0514831 0.0502779
threshold=0.11742500000000002 0.083400000000000016 0.081080000000000013 -0.080104999999999996 0.10691500000000002 -0.091229999999999992 0.081725000000000006 -0.031895 -0.028269999999999997 0.11121000000000002 0.060835000000000007 -0.012839999999999999 -0.11366999999999998 0.086865000000000012 0.088805000000000009 -1.0000000180025095e-35 -0.014479999999999998 0.094905000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 -1 7 -7 -9 11 -11 -5 13 -13 16 -16 -14 -15
right_child=-2 3 -4 9 -6 6 -8 8 -10 10 -12 12 14 17 15 -17 -18 -19
leaf_value=-0.0062762137883287245 -0.0066981351532207694 0.011841379940139179 -0.0098360500111057715 -0.0023459322935267574 0.0095484607726697285 0.0075539963998898238 -0.0050550225863516688 0.0083301277261769828 0.00077292921831804734 -0.0065458308837391416 0.0035817566305598901 -0.0048236622235314107 0.0018626903940548473 0.001316669005978617 0.00057906626639805524 0.0067376204203112256 0.0054326181798930008 0.0079422728876327921
leaf_weight=52 66 55 56 64 53 101 70 69 438 54 70 81 128 79 221 58 1220 56
leaf_count=52 66 55 56 64 53 101 70 69 438 54 70 81 128 79 221 58 1220 56
internal_value=0 0.00304332 0.00113386 0.00381046 0.00192072 0.00136447 0.00195313 0.00276294 0.00180497 0.00359209 -0.000814156 0.00387954 0.00409671 0.000731794 0.00454233 0.00186578 0.00509497 0.00407838
internal_weight=0 2925 839 2086 783 730 678 608 507 2031 124 1907 1843 216 1627 279 1348 135
internal_count=2991 2925 839 2086 783 730 678 608 507 2031 124 1907 1843 216 1627 279 1348 135
is_linear=0
shrinkage=0.16829


Tree=7333
num_leaves=22
num_cat=0
split_feature=4 2 123 15 1212 40 4 2 11 15 49 2 4 2 15 52 15 15 2 4 15
split_gain=5.40557 2.88149 1.18925 0.519974 0.506706 0.391255 0.384122 0.598781 0.378911 0.339431 0.31851 0.304799 0.170784 0.157265 0.129222 0.104022 0.337023 0.096752 0.06091 0.0575449 0.0486348
threshold=0.31392000000000003 0.12750000000000003 1.0000000180025095e-35 0.039965000000000007 0.054415000000000012 -0.04476999999999999 -0.4950449999999999 0.095850000000000005 1.0000000180025095e-35 -0.0044499999999999991 -0.013049999999999997 0.15305000000000002 0.51395000000000002 0.086365000000000011 -0.41725999999999991 0.084805000000000019 0.085095000000000018 0.097415000000000015 0.088905000000000026 -0.087104999999999988 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 3 4 6 -2 -1 9 15 -8 -9 -3 14 -4 -7 16 -5 -18 19 -17 -20
right_child=5 11 13 8 -6 12 7 10 -10 -11 -12 -13 -14 -15 -16 18 17 -19 20 -21 -22
leaf_value=0.0010076172142880386 0.00016507946331829163 0.00045751732152047952 0.00037403854716520739 0.00059337811247851596 0.00047234038254409115 0.00059285531888681148 0.00085907334779361814 0.00043234917524889206 0.0011404893231854213 0.00063461175249306481 0.00071406511568277722 0.00014459806060018759 0.0002655668194057967 0.00060876875886012945 0.00039634487136524073 0.00083383083491623416 0.00089658550233778507 0.00077263532701702666 0.00077631667482287606 0.00095078286326898066 0.00089287380355333929
leaf_weight=94 100 90 55 56 53 61 730 52 62 83 299 55 61 75 96 61 318 94 64 297 135
leaf_count=94 100 90 55 56 53 61 730 52 62 83 299 55 61 75 96 61 318 94 64 297 135
internal_value=0 0.00079186 0.000817817 0.000834505 0.000790015 0.000336561 0.000803371 0.000786847 0.000888129 0.000836201 0.00067243 0.000339067 0.000415061 0.000509731 0.00047292 0.00087283 0.000835559 0.000868391 0.000904083 0.000930954 0.000855565
internal_weight=0 2673 2528 2398 1311 318 1258 1164 1087 813 351 145 218 130 157 1025 468 412 557 358 199
internal_count=2991 2673 2528 2398 1311 318 1258 1164 1087 813 351 145 218 130 157 1025 468 412 557 358 199
is_linear=0
shrinkage=0.0032998


Tree=7334
num_leaves=28
num_cat=0
split_feature=1 2 15 1213 15 48 49 475 1 39 49 1456 49 1212 15 1209 15 15 2 39 1213 1 15 15 133 1 133
split_gain=0.176464 0.148213 0.135166 0.148026 0.17727 0.115219 0.111036 0.108472 0.106261 0.161907 0.159984 0.120542 0.114725 0.0834612 0.107004 0.0766189 0.0921702 0.0739019 0.0698232 0.068961 0.0646493 0.0469212 0.0327971 0.0308211 0.0366433 0.0292113 0.0180812
threshold=0.11374000000000002 -0.085784999999999986 0.084985000000000019 -0.073474999999999985 0.079600000000000018 0.014805 0.12001000000000002 -0.085684999999999997 0.077375000000000013 0.085970000000000005 0.091380000000000003 -0.07730999999999999 0.097940000000000013 0.087685000000000013 0.089125000000000024 -0.085744999999999988 0.09222000000000001 -0.52850999999999992 0.087815000000000018 0.089665000000000009 -1.0000000180025095e-35 0.13385500000000003 -0.020389999999999995 0.094570000000000015 0.099765000000000006 0.12072500000000001 -0.0075499999999999986
decision_type=2 2 2 2 2 2 2 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 17 -7 22 11 10 -10 -9 -13 15 -15 -4 18 -2 20 21 -17 25 -5 -18 -25 -19 -16
right_child=5 2 13 7 -6 6 -8 8 9 -11 -12 12 -14 14 26 16 23 19 -20 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=0.011231672487224292 -0.0039163666127837345 -0.0096200874317423756 -0.00046291149656095049 0.010185613938636472 0.0033662724051474907 -0.0084517258809203594 0.0015319335804416649 -0.0023937809136847115 -0.0016834584391666534 0.0090801826619511441 0.00804812384461665 0.005474878083278757 0.00035753354624706813 -0.0034129103943420537 0.0071427131611836968 0.013733714475048142 0.00061264584771485121 0.0046934710220238691 0.0040619541713778776 -0.0016305433905688513 0.0077620250161703382 0.008036269753231691 0.005033458630766402 0.0062838610848869143 0.0021874630218777246 -0.00048405058659032365 0.002732656192031618
leaf_weight=68 57 62 52 59 57 77 53 86 418 55 54 530 163 71 55 79 55 72 83 73 155 67 92 199 92 53 54
leaf_count=68 57 62 52 59 57 77 53 86 418 55 54 530 163 71 55 79 55 72 83 73 155 67 92 199 92 53 54
internal_value=0 0.00346998 0.00325566 0.00231553 -0.00338463 -0.000135282 -0.00436764 0.00278232 0.00228654 0.000437046 -0.000566293 0.00353543 0.00427382 0.00490911 0.00165609 0.00572555 0.00621362 0.00156786 0.00829278 0.00275426 0.00978579 0.00443076 0.00705845 0.00430354 0.00499495 0.00248383 0.0049744
internal_weight=0 2539 2471 1576 119 452 130 1457 1306 527 472 779 693 895 180 715 663 322 317 265 234 192 151 346 291 125 109
internal_count=2991 2539 2471 1576 119 452 130 1457 1306 527 472 779 693 895 180 715 663 322 317 265 234 192 151 346 291 125 109
is_linear=0
shrinkage=0.16829


Tree=7335
num_leaves=30
num_cat=0
split_feature=1 3 12 12 12 4 3 12 1 3 3 1 40 15 2 4 2 4 484 1 43 1455 2 160 1 3 43 2 3
split_gain=10.9744 2.06562 1.1726 0.843902 0.796897 0.878454 0.772783 0.718884 0.542288 0.403084 0.388771 0.358482 0.253453 0.213462 0.198665 0.187877 0.15618 0.153351 0.15402 0.148717 0.181536 0.157108 0.193933 0.123587 0.12138 0.102325 0.0737953 0.119719 0.0101671
threshold=0.10331000000000003 0.28833000000000003 0.084885000000000002 0.10700500000000002 0.056995000000000011 -0.50139499999999992 0.090170000000000014 0.090285000000000018 0.087545000000000026 -0.0063699999999999989 -0.15288999999999997 0.077020000000000019 -1.0000000180025095e-35 0.11883000000000001 0.11263500000000001 0.064860000000000015 0.14253500000000002 -0.00090499999999999988 -0.016244999999999996 0.079440000000000024 -0.0048749999999999991 -0.078319999999999987 0.090695000000000012 -0.012019999999999998 0.11239500000000001 -0.094004999999999991 0.10019000000000002 0.11018500000000002 -0.082784999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 24 5 -1 12 10 11 -10 -6 -7 14 17 -2 19 -3 18 -9 21 28 -12 -23 -20 -4 -25 27 -19 -21
right_child=1 16 3 -5 7 8 -8 13 9 -11 15 -13 -14 -15 -16 -17 -18 26 23 20 -22 22 -24 25 -26 -27 -28 -29 -30
leaf_value=0.0011752471337281327 0.00047095896541137291 0.00017590893705092791 0.0009440641982157499 0.00043104638073141399 0.0012918662948524387 0.00073151551598060912 0.00064496181701257456 0.0011032969126416358 0.00035456423017261375 0.00070971445860454829 0.00083389212524105822 0.0010728447723351512 0.00012985372131587661 0.00072304369321958778 0.00021745966343202924 0.0011750330994830911 -5.60621783365833e-05 0.00069453750872375036 0.00079814915367826277 0.001012030465369714 0.00073589190705112455 0.0010020328486569519 0.001188295128638484 0.0010266958515966317 0.00075816489395151164 0.00090532693516612534 0.00092358161518484375 0.00090113360654930116 0.00093238340875527925
leaf_weight=53 87 69 78 79 53 95 99 52 58 89 55 53 71 83 56 64 58 82 91 56 54 624 70 106 82 328 55 52 57
leaf_count=53 87 69 78 79 53 95 99 52 58 89 55 53 71 83 56 64 58 82 91 56 54 624 70 106 82 328 55 52 57
internal_value=0 0.000449453 0.000536762 0.000711003 0.000928708 0.000783084 0.000403603 0.000955617 0.000712508 0.000569827 0.00101432 0.000853986 0.000291782 0.000884155 0.000371933 0.00099927 6.9692e-05 0.000901566 0.000928745 0.000986951 0.000895977 0.00100719 0.00102087 0.000911389 0.000849011 0.000935051 0.000818405 0.000774972 0.000972166
internal_weight=0 679 552 239 2230 348 313 1882 295 147 1033 148 214 849 143 980 127 766 577 916 167 749 694 525 160 434 189 134 113
internal_count=2909 679 552 239 2230 348 313 1882 295 147 1033 148 214 849 143 980 127 766 577 916 167 749 694 525 160 434 189 134 113
is_linear=0
shrinkage=0.0032998


Tree=7336
num_leaves=23
num_cat=0
split_feature=4 3 43 2 43 15 2 16 129 159 43 160 159 160 43 2 15 159 15 52 159 403
split_gain=0.240814 0.169947 0.136427 0.147069 0.137805 0.140948 0.135902 0.11604 0.111689 0.145873 0.123978 0.110857 0.101111 0.14903 0.0904085 0.0888232 0.0944256 0.0856067 0.0723659 0.0508563 0.0488422 0.0449537
threshold=-0.51843499999999987 0.28833000000000003 0.0015200000000000003 0.084245000000000014 0.15834000000000004 0.08517000000000001 0.083725000000000008 -0.12653999999999996 0.08482000000000002 0.079715000000000022 -0.08231999999999999 0.023210000000000005 0.037030000000000007 -0.078059999999999977 0.086765000000000023 0.14132000000000003 0.09295500000000001 0.10545500000000001 0.094850000000000004 0.089255000000000015 0.090550000000000005 -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 6 5 14 11 -6 9 15 -11 12 13 -2 -4 16 -5 -12 -7 -9 -3 -10
right_child=1 20 4 8 7 18 -8 19 21 10 17 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.014688500790487906 0.010615365668133725 -0.0053159583369223121 -0.0096259431578861205 0.0044993865389499855 0.011263804076952773 0.0048135631153698403 -0.0056981222905733118 0.0044910729785820908 0.0044887855897932033 0.0049090068864565475 0.017074529989931243 -0.0025432231367301743 -0.0026984918323467891 0.0030994807016468113 -0.00039624310840281717 -0.0014386113658208003 0.0093730227379904187 0.008239354575741922 -0.0016829045825201439 -0.0019115615368231725 0.001264881541512397 -0.0017217130562453015
leaf_weight=53 92 79 69 935 53 101 58 93 52 98 67 94 62 406 54 62 129 60 93 56 53 90
leaf_count=53 92 79 69 935 53 101 58 93 52 98 67 94 62 406 54 62 129 60 93 56 53 90
internal_value=0 0.0032295 0.00351555 0.00409365 0.00105604 -0.00112847 0.00209909 0.00449309 0.00504363 0.00551568 0.00943569 0.00279333 0.00369231 0.00449157 -0.00558849 0.00473077 0.00509196 0.0129146 0.00169002 0.00207266 -0.00266004 0.000539902
internal_weight=0 2856 2724 2205 519 317 712 202 1493 1351 225 654 560 498 123 1126 1064 127 194 149 132 142
internal_count=2909 2856 2724 2205 519 317 712 202 1493 1351 225 654 560 498 123 1126 1064 127 194 149 132 142
is_linear=0
shrinkage=0.16829


Tree=7337
num_leaves=25
num_cat=0
split_feature=1 3 1 2 16 2 2 16 3 16 1 157 157 3 13 16 51 133 16 3 2 43 1 3
split_gain=10.8662 2.5267 1.24003 0.639236 0.602026 0.590974 0.576136 0.840502 0.510838 0.424257 0.357105 0.309631 0.40542 0.247277 0.189481 0.154457 0.131679 0.123268 0.118863 0.0877576 0.0793995 0.0671068 0.159276 0.0346269
threshold=0.10921500000000002 0.3148450000000001 0.090435000000000015 -1.0000000180025095e-35 -0.27157999999999993 0.13501500000000002 0.086325000000000013 0.16094000000000003 -0.036264999999999992 -0.09583499999999999 0.121715 -0.083944999999999978 -0.080299999999999996 0.10661500000000002 -0.086944999999999981 -0.14879499999999998 0.07412500000000001 -0.035699999999999989 -0.0070549999999999996 -0.07792499999999998 0.090085000000000012 -0.040494999999999996 0.093100000000000002 -0.08620499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 -4 10 11 21 9 19 -8 -2 18 -13 -10 16 -16 20 -17 23 -6 -14 22 -5 -1
right_child=1 -3 3 6 8 -7 7 -9 13 -11 -12 12 14 -15 15 17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0012628179586787924 0.00067306928687998623 6.1407758750589678e-05 0.00064099961965601742 0.00089534878849502515 0.00097151934217166742 0.00076914841336127825 0.00091213085039542371 0.0011022059877519874 0.00047188841491010324 0.00053170521130736011 0.00033820666194037157 0.00084924253606239147 0.0011986268929249913 0.00074293530769506291 0.00096540750137067831 0.0010451522594668752 0.001344184096744268 0.0011309545190720119 0.001395047344869548 0.00079798359535449416 0.0010761465462928285 0.001159252624157676 0.0011281443411186285 0.001130832428244448
leaf_weight=54 61 95 71 53 73 53 55 91 73 78 82 63 211 76 88 247 54 882 54 63 90 100 90 52
leaf_count=54 61 95 71 53 73 53 55 91 73 78 82 63 211 76 88 247 54 882 54 63 90 100 90 52
internal_value=0 0.000548643 0.00107398 0.000934154 0.000656708 0.00111467 0.000978649 0.000857194 0.000744598 0.000689289 0.000481297 0.00112485 0.00111112 0.000610377 0.00112159 0.00110163 0.00118992 0.00111221 0.00126499 0.000891391 0.00116212 0.00109046 0.00104211 0.0011984
internal_weight=0 523 2386 538 428 1848 467 224 285 133 143 1795 1635 149 1572 1217 355 1129 160 136 301 243 143 106
internal_count=2909 523 2386 538 428 1848 467 224 285 133 143 1795 1635 149 1572 1217 355 1129 160 136 301 243 143 106
is_linear=0
shrinkage=0.0032998


Tree=7338
num_leaves=14
num_cat=0
split_feature=3 484 484 484 484 160 0 0 0 13 151 2 42
split_gain=0.155801 0.126538 0.153201 0.163516 0.136 0.132456 0.143481 0.140294 0.124227 0.0982708 0.0732158 0.0695526 0.0263132
threshold=0.3148450000000001 -0.08261499999999998 -0.069439999999999988 -0.011244999999999998 -0.08774499999999999 0.11262000000000001 -0.17127999999999996 -0.12259499999999998 0.15312500000000004 -0.14258499999999999 -1.0000000180025095e-35 0.091185000000000002 0.084645000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 11 6 10 9 -9 -8 -5 12 -1
right_child=-2 2 3 5 -6 -7 7 8 -10 -11 -12 -13 -14
leaf_value=0.00038805308718685812 -0.0028647316232091628 -0.003398104529140539 0.011183629395513076 0.0052306277965993029 0.014677331701665875 -0.0044460746802633946 0.0051400066684472879 0.003566996386950945 0.011840448906115244 -0.0033058428599787681 0.013510621080778907 0.0097929957801459692 0.0051568069722416126
leaf_weight=58 101 88 81 63 57 58 54 1951 53 140 60 67 78
leaf_count=58 101 88 81 63 57 58 54 1951 53 140 60 67 78
internal_value=0 0.00385288 0.00349067 0.00373783 0.00739564 0.00348356 0.00368249 0.0033682 0.0037867 -0.000945675 0.00928426 0.00534218 0.00313628
internal_weight=0 2808 2548 2460 260 2379 2321 2198 2004 194 123 203 136
internal_count=2909 2808 2548 2460 260 2379 2321 2198 2004 194 123 203 136
is_linear=0
shrinkage=0.16829


Tree=7339
num_leaves=23
num_cat=0
split_feature=4 0 14 14 43 1455 4 12 12 16 480 12 43 2 0 0 51 0 16 52 52 43
split_gain=0.153701 0.123122 0.124025 0.112545 0.105196 0.142521 0.10156 0.161451 0.355108 0.103279 0.0929746 0.101012 0.219136 0.150759 0.108053 0.129083 0.0843612 0.102804 0.0877057 0.0724398 0.0442696 0.0267298
threshold=-0.51843499999999987 -0.069074999999999984 -0.073764999999999983 -0.13131999999999996 -0.08076499999999999 0.082105000000000025 -0.37626499999999991 0.09227500000000001 -0.032329999999999991 -0.080419999999999978 0.087170000000000011 0.084845000000000018 0.0049250000000000014 0.096780000000000019 -0.12851999999999997 -0.10147999999999999 0.081260000000000013 -0.10462499999999998 -0.0021749999999999994 -0.11480999999999998 0.023800000000000005 -0.077559999999999976
decision_type=2 2 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 5 16 19 8 -8 -9 11 12 13 -6 -13 -16 17 -5 -19 -4 21 -11
right_child=1 2 6 4 10 -7 7 9 -10 20 -12 14 -14 -15 15 -17 -18 18 -20 -21 -22 -23
leaf_value=0.012000796654944267 0.010000678227839264 -0.0069876699946568761 0.0024148771138560788 -0.0015508389116111849 -0.0012522916481406379 0.013058565524890488 0.0040390684976416794 0.0093776141040109676 -0.010474453660501816 0.00032770037217372066 0.0075039161282280283 -0.0042276932702905202 -0.0089292095385748432 0.0056496276520337898 0.01165722010147585 0.0029824899714792075 0.009775607142596213 0.0030656928952684393 0.0080282344678694623 0.010096203919513708 -0.001965429365085973 0.0053067128393936075
leaf_weight=53 72 53 94 94 222 56 92 56 99 55 94 54 67 150 52 780 69 350 143 56 77 71
leaf_count=53 72 53 94 94 222 56 92 56 99 55 94 54 67 150 52 780 69 350 143 56 77 71
internal_value=0 0.00284304 0.0008099 0.00344487 0.00322253 0.00489416 0.00150168 0.000233397 -0.00347424 0.00297454 0.0023825 0.00201781 -6.5653e-05 0.00152591 0.00305217 0.00352682 0.00419446 0.00353535 0.00450878 0.00529455 0.00119932 0.00314759
internal_weight=0 2856 653 2203 2131 712 600 450 191 259 1419 1325 439 372 886 832 656 587 493 150 203 126
internal_count=2909 2856 653 2203 2131 712 600 450 191 259 1419 1325 439 372 886 832 656 587 493 150 203 126
is_linear=0
shrinkage=0.16829


Tree=7340
num_leaves=18
num_cat=0
split_feature=1453 52 13 12 403 160 482 159 12 12 133 160 12 13 1208 131 43
split_gain=0.224102 0.178992 0.173521 0.109829 0.296086 0.145551 0.106838 0.0984136 0.0956395 0.111545 0.0952332 0.0971683 0.0899867 0.185293 0.112767 0.0810185 0.0695757
threshold=-0.0067199999999999994 -0.0083399999999999985 0.27139000000000008 0.083725000000000008 -0.0068949999999999992 -0.53492499999999987 0.091190000000000007 0.043570000000000005 0.088965000000000002 0.097955000000000014 0.090715000000000018 0.091410000000000005 0.096535000000000024 -0.070004999999999998 1.0000000180025095e-35 0.088315000000000018 0.0049250000000000014
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 -5 7 12 -9 -10 11 15 14 -14 -7 16 -6
right_child=2 -3 -4 5 10 6 -8 8 9 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=0.0035559995454327109 -0.01134836029656794 0.015318004852442231 0.011350806221409269 -0.0052712257878492078 0.0011510093887702297 0.0031998995253253639 -0.0024790003441559419 0.01141771040017495 -0.00069122781295465876 0.0092531034606858631 -0.0047514866878190891 0.0076572763723372298 -0.0059829921370440561 0.0025500546844000197 0.011171191783543599 0.0068653929965636065 -0.0047692181041173618
leaf_weight=82 57 67 57 63 518 1055 97 77 69 59 69 72 92 332 53 63 63
leaf_count=82 57 67 57 63 518 1055 97 77 69 59 69 72 92 332 53 63 63
internal_value=0 0.00885701 0.00215404 0.00196199 0.000359976 0.00267211 0.00294596 0.00324994 0.00671903 0.00387845 0.00121242 0.00178967 0.00278456 0.000694307 0.00358282 0.00113087 0.000505965
internal_weight=0 149 2796 2739 842 1897 1834 1737 205 128 785 716 1532 424 1108 644 581
internal_count=2945 149 2796 2739 842 1897 1834 1737 205 128 785 716 1532 424 1108 644 581
is_linear=0
shrinkage=0.16829


Tree=7341
num_leaves=24
num_cat=0
split_feature=1 3 0 3 4 3 3 4 3 0 4 4 0 0 12 480 4 12 0 123 4 3 160
split_gain=7.75273 1.44203 0.735889 0.724401 0.661509 0.601869 0.543472 0.461497 0.523369 0.371636 0.340593 0.294543 0.218548 0.189657 0.230392 0.147262 0.143744 0.145121 0.132557 0.124058 0.136086 0.123073 0.0769634
threshold=0.10359500000000001 -0.049204999999999992 -0.061204999999999989 0.3148450000000001 0.23355000000000001 0.076825000000000018 0.085880000000000012 -0.4950449999999999 -0.10859999999999999 -0.14920999999999998 0.028075000000000006 0.053925000000000008 -0.06612999999999998 -0.082914999999999975 0.084395000000000012 0.086995000000000017 0.065755000000000008 0.091735000000000025 -0.084369999999999987 0.090015000000000026 0.008570000000000003 -0.060719999999999989 0.0088350000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 5 12 19 9 -4 -9 -1 -7 13 -2 15 -15 18 -13 -18 -11 20 -3 -10 -16
right_child=1 3 7 -5 -6 10 -8 8 21 11 -12 16 -14 14 22 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.00099933818262020477 0.00085806253118898596 0.00012949160377691757 0.00077184556912909537 -2.503627121940174e-05 0.00034358497548421285 0.00068176165872354643 0.00053534790162899318 0.00023067860151070128 0.00073035455637077834 0.00082146491878701538 0.00034682341934909609 0.00053096661154799064 0.00059397316147207727 0.00054061409733072564 0.00078449735598241054 0.00067431607034717481 0.0008047890870642784 0.00058354597960233825 0.00094115405904798973 7.0068260808205321e-05 0.00034733454859636178 0.00051512924314997804 0.00067777465415338513
leaf_weight=88 54 59 102 91 102 52 98 57 56 652 93 66 98 52 605 65 87 54 125 67 68 64 90
leaf_count=88 54 59 102 91 102 52 98 57 56 652 93 66 98 52 605 65 87 54 125 67 68 64 90
internal_value=0 0.000352607 0.000753657 0.000236016 0.000549846 0.000306196 0.000776051 0.000594447 0.000492018 0.000788553 0.000467182 0.000778205 0.000688026 0.000793567 0.000754756 0.000827958 0.000660108 0.000720308 0.000840765 0.00018569 0.000246409 0.000615861 0.000770728
internal_weight=0 684 2261 430 254 339 1982 279 177 1884 145 1796 152 1589 747 842 207 141 777 194 127 120 695
internal_count=2945 684 2261 430 254 339 1982 279 177 1884 145 1796 152 1589 747 842 207 141 777 194 127 120 695
is_linear=0
shrinkage=0.0032998


Tree=7342
num_leaves=27
num_cat=0
split_feature=3 15 2 2 150 0 15 3 3 0 151 2 0 3 3 15 16 2 16 0 0 133 51 3 2 15
split_gain=7.96698 2.43774 1.83852 1.38331 1.00171 0.653782 0.735526 0.729043 0.587164 0.466157 0.447706 0.393081 0.376592 0.30614 0.305261 0.292229 0.257956 0.255543 0.183601 0.156169 0.149281 0.112216 0.0844819 0.0762614 0.0581133 0.0322115
threshold=-0.049204999999999992 -0.26361999999999991 0.10859000000000001 0.11504500000000002 0.084680000000000019 -0.063819999999999988 -0.0025249999999999995 -0.14326499999999995 -0.10175499999999998 -0.10998999999999999 -0.039414999999999999 0.079770000000000021 -0.11471499999999998 -0.14088999999999999 0.15937000000000004 -0.46483499999999994 0.035560000000000008 0.094905000000000017 -0.0083599999999999976 -0.052874999999999998 -0.097424999999999984 0.089180000000000023 -0.021154999999999997 0.0012800000000000001 0.086075000000000013 -0.0058149999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 4 5 11 7 -7 -1 -5 -2 -4 -3 -9 -8 -12 -11 18 25 20 -10 -14 24 -20 -19 -18 -13
right_child=1 2 10 8 -6 6 13 12 19 15 14 17 16 -15 -16 -17 21 23 22 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0014316036011580774 0.00061486960043216361 0.0008442120732958865 0.00035487678575319716 0.00058901675108807112 0.00062260436381241175 0.00070584298143430539 0.001231414063862396 0.00085196318201450922 0.001093725839208685 0.00039646259716568305 0.00077955602492936417 0.0011619188615299037 0.00100916618184461 0.00090321696902225369 0.00046759472249546612 6.7633842405451935e-05 0.0010294824094349265 0.00089924421802865025 0.0013531535265109487 0.00084098258595887527 0.0011503223516959578 0.00093325273785711826 0.0012004167075047628 0.0010783590205401083 0.0011637137129296871 0.0012897834679613362
leaf_weight=92 57 88 72 72 83 83 81 53 58 67 100 55 93 52 53 53 90 52 64 53 1077 81 133 61 70 52
leaf_count=92 57 88 72 72 83 83 81 53 58 67 100 55 93 52 53 53 90 52 64 53 1077 81 133 61 70 52
internal_value=0 0.000710408 0.000808527 0.00109748 0.000945417 0.00112304 0.000950774 0.00114424 0.000822338 0.000368732 0.000570488 0.00103229 0.0011283 0.00110336 0.000671721 0.000251523 0.00113739 0.00110737 0.00115517 0.000973364 0.00113913 0.00103642 0.00125022 0.000996246 0.00108843 0.00122439
internal_weight=0 793 616 2152 391 1969 216 1753 183 177 225 308 1661 133 153 120 1608 220 1367 111 1170 241 197 113 160 107
internal_count=2945 793 616 2152 391 1969 216 1753 183 177 225 308 1661 133 153 120 1608 220 1367 111 1170 241 197 113 160 107
is_linear=0
shrinkage=0.0032998


Tree=7343
num_leaves=22
num_cat=0
split_feature=42 4 1375 16 52 52 14 0 0 0 4 0 13 13 133 4 4 159 49 15 4
split_gain=0.150418 0.140469 0.129601 0.124079 0.260328 0.182579 0.113091 0.102855 0.252928 0.120798 0.129406 0.12702 0.10282 0.112781 0.0961647 0.171551 0.0484479 0.0580468 0.0498567 0.0778338 0.0129509
threshold=-0.14592499999999997 0.25367000000000006 -0.14057999999999995 0.044620000000000007 0.10096500000000001 -0.067494999999999986 0.073890000000000011 -0.12368999999999998 -0.14797999999999997 -0.06952499999999999 -0.0083549999999999978 -0.073374999999999982 -0.16392499999999996 -0.09194999999999999 0.094525000000000012 -0.0101 0.50944500000000004 0.10442000000000001 0.065470000000000014 -0.093959999999999988 -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=20 2 -2 6 5 14 7 8 -4 11 -11 -9 -3 -14 15 -5 18 -18 19 -15 -1
right_child=1 12 3 4 -6 -7 -8 9 -10 10 -12 -13 13 16 -16 -17 17 -19 -20 -21 -22
leaf_value=0.011005843523396393 -0.004469670856737204 0.005692452607091841 0.0057730939647945897 0.00091753697632585994 -0.0064070048693647859 0.010983400336659198 0.011276028861803651 0.0048466323004308538 -0.0074709914399313532 0.0033379634599236827 -0.0063406035359503832 0.012547879404947018 -0.0081694548509393689 -0.0082745405199584256 -0.0047623630266908417 0.0097828724830139862 0.0068495619728652282 -0.00096684034585347721 0.0025858578199135095 0.00086172179932807625 0.0073007214122350443
leaf_weight=62 55 77 98 287 95 73 67 1288 70 149 53 64 54 53 54 79 55 52 53 52 55
leaf_count=62 55 77 98 287 95 73 67 1288 70 149 53 64 54 53 54 79 55 52 53 52 55
internal_value=0 0.00311306 0.0035917 0.00377898 0.00165329 0.00321014 0.00447664 0.00421105 0.000244031 0.00463876 0.000789643 0.00521252 0.00016901 -0.0011586 0.00185479 0.002836 0.000263244 0.00303415 -0.00160188 -0.00373281 0.00927948
internal_weight=0 2828 2432 2377 588 493 1789 1722 168 1554 202 1352 396 319 420 366 265 107 158 105 117
internal_count=2945 2828 2432 2377 588 493 1789 1722 168 1554 202 1352 396 319 420 366 265 107 158 105 117
is_linear=0
shrinkage=0.16829


Tree=7344
num_leaves=23
num_cat=0
split_feature=1 3 16 0 0 16 3 14 123 15 39 10 0 3 1 42 16 42 0 3 3 1
split_gain=6.83107 1.50747 0.612275 0.585597 0.534103 0.55909 0.415468 0.320211 0.258494 0.206539 0.200279 0.190135 0.289703 0.143778 0.228388 0.21957 0.246425 0.181037 0.129137 0.118093 0.0908722 0.120221
threshold=0.10509 -0.069049999999999986 -0.092354999999999979 -0.00077999999999999999 -0.0033699999999999993 0.26711500000000005 0.092005000000000017 0.077140000000000014 0.090015000000000026 -0.061499999999999992 0.0047850000000000011 -0.0062549999999999993 -0.07223499999999998 -0.096099999999999977 0.080320000000000016 0.088025000000000006 -0.025214999999999998 0.089165000000000008 -0.082494999999999985 -0.115685 0.12955000000000003 0.11206000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 8 6 19 7 10 11 -4 13 -3 20 14 18 16 -15 -17 -1 -6 21 -13
right_child=1 3 9 -5 5 -7 -8 -9 -10 -11 -12 12 -14 15 -16 17 -18 -19 -20 -21 -22 -23
leaf_value=0.00096074529956388752 0.00044097051459751949 0.00025478643591729007 0.00070723902134264458 7.5386364475387738e-06 0.0004095119218298569 0.00089355300167106005 0.00063261333306177789 0.0010642131133997081 0.00020754182548659843 0.00098054847365066158 0.00068987295053128499 0.00045390045940745883 0.00068076998787016969 0.00085665763533349462 0.00058553207851962021 0.00064913085385052125 0.0009640827810832339 0.0008337076904078993 0.00075459091486750919 0.00062711257677557748 0.00048208688802797511 0.00023156060297497386
leaf_weight=58 73 60 74 52 59 68 97 78 76 53 87 52 53 702 55 67 360 535 85 53 92 56
leaf_count=58 73 60 74 52 59 68 97 78 76 53 87 52 53 702 55 67 360 535 85 53 92 56
internal_value=0 0.000445036 0.00068283 0.000337113 0.0008303 0.000656835 0.000844983 0.000855129 0.000381078 0.000821575 0.000846743 0.000423103 0.00046288 0.000854054 0.000768375 0.000864227 0.000893106 0.000813224 0.000838452 0.000512798 0.000404963 0.000338939
internal_weight=0 641 200 441 2304 180 2124 2027 389 127 1949 313 253 1862 198 1664 1062 602 143 112 200 108
internal_count=2945 641 200 441 2304 180 2124 2027 389 127 1949 313 253 1862 198 1664 1062 602 143 112 200 108
is_linear=0
shrinkage=0.0032998


Tree=7345
num_leaves=25
num_cat=0
split_feature=1 3 2 2 1 2 2 15 11 13 49 0 159 0 9 3 51 3 51 0 13 15 15 3
split_gain=13.1025 2.79145 1.49077 1.03903 0.906861 0.634556 0.832264 0.529518 0.489935 0.443185 0.416106 0.328138 0.341522 0.44496 0.31473 0.280891 0.237383 0.199341 0.168836 0.152681 0.126456 0.0640641 0.0473247 0.0458552
threshold=0.10342000000000001 -0.070724999999999996 0.17553000000000005 0.11426500000000002 0.092845000000000025 -1.0000000180025095e-35 0.10605000000000002 -0.013439999999999999 0.07677500000000001 -0.089359999999999981 -1.0000000180025095e-35 0.060910000000000006 -0.017619999999999997 -0.14104999999999998 -0.075899999999999981 0.090170000000000014 -0.26677999999999996 -0.17010999999999998 -0.10783 -0.092724999999999988 -0.085114999999999982 0.062230000000000008 0.088060000000000013 -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 2 2
left_child=4 3 5 17 8 14 -7 10 11 -8 -6 12 19 -14 -3 -11 -15 -2 -18 -1 -21 -9 -22 -23
right_child=1 2 -4 -5 7 6 9 21 -10 15 -12 -13 13 16 -16 -17 18 -19 -20 20 22 23 -24 -25
leaf_value=0.0014513825294109339 0.00093614949314508927 0.00054433315756515529 2.0314163992181629e-05 0.00058738105251070986 0.00059298542310933032 0.00096233819526777566 0.0003556244879896659 0.0010062095932432198 0.0014352474331398525 0.00048926750286619762 0.0010054759199385939 0.00094509403466815696 0.00094275227914628371 0.00096417791970417651 0.00018650939100008714 0.00077742967674916696 0.0013464351594861998 0.0011900452606428251 0.001182000408700418 0.0013871142229957699 0.0011547241450312765 0.0010836783705947743 0.0012712462301850435 0.0012265871630138072
leaf_weight=56 53 52 60 59 52 73 79 54 87 63 56 64 91 54 56 92 75 102 1365 62 96 60 82 54
leaf_count=56 53 52 60 59 52 73 79 54 87 63 56 64 91 54 56 92 75 102 1365 62 96 60 82 54
internal_value=0 0.000648235 0.0005071 0.000961339 0.00116691 0.000577394 0.000654065 0.000988676 0.0011911 0.000557744 0.000807196 0.00118016 0.00118814 0.00116869 0.000359121 0.000660533 0.00118243 0.00110346 0.00119059 0.00129216 0.00125486 0.00110513 0.0012086 0.00115168
internal_weight=0 689 475 214 2308 415 307 276 2032 234 108 1945 1881 1585 108 155 1494 155 1440 296 240 168 178 114
internal_count=2997 689 475 214 2308 415 307 276 2032 234 108 1945 1881 1585 108 155 1494 155 1440 296 240 168 178 114
is_linear=0
shrinkage=0.0032998


Tree=7346
num_leaves=24
num_cat=0
split_feature=1 2 12 4 151 12 1 15 42 0 0 1 14 2 16 42 151 15 1447 3 13 16 15
split_gain=14.1117 3.7909 2.20782 1.46007 0.814413 0.562326 0.510468 0.500535 0.429753 0.394969 0.429943 0.354871 0.341782 0.326914 0.323702 0.302641 0.243379 0.238031 0.233229 0.187948 0.148503 0.0841076 0.0416084
threshold=0.10509 0.16730000000000003 0.086885000000000004 0.049545000000000006 -0.086879999999999985 0.10713500000000002 0.083670000000000008 -0.19153499999999998 0.090600000000000014 -0.22745499999999999 -0.14867499999999997 0.084470000000000003 -0.45687499999999998 0.11366500000000002 -0.38959499999999997 0.08826500000000001 -0.039414999999999999 -0.065419999999999992 -0.079709999999999989 -0.083154999999999993 -1.0000000180025095e-35 -0.44524499999999995 -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=3 2 7 4 11 8 14 12 -4 -6 -11 22 -2 15 -5 18 -9 -16 -12 -17 -18 -14 -1
right_child=1 -3 5 6 9 -7 -8 16 -10 10 13 -13 21 -15 17 19 20 -19 -20 -21 -22 -23 -24
leaf_value=0.0012835761746616025 0.00077359937965265765 3.3387350939385378e-05 0.0014482134925746079 0.0013094231459994565 0.0010689549744967951 0.00086633458083990522 0.00085366402683507763 0.00066341479855622481 0.0010606029395491471 0.0016159245290262945 0.001534449443586471 0.0008927225686432154 0.00054298827790568523 0.0011422425079299441 0.0011629902015626863 0.0011592927863349495 0.00077843939814972046 0.00088022629346063341 0.0013708860134659408 0.0013207096624023816 0.0010181821659515562 0.00036298235351992078 0.0011448465265803908
leaf_weight=57 53 73 62 99 55 63 78 88 65 68 109 57 58 84 93 102 60 52 1031 419 57 59 55
leaf_count=57 53 73 62 99 55 63 78 88 65 68 109 57 58 84 93 102 60 52 1031 419 57 59 55
internal_value=0 0.000741528 0.00083296 0.00129483 0.00132755 0.00112304 0.00108775 0.000685892 0.00125011 0.00134748 0.00135591 0.00110702 0.000552827 0.00134576 0.00116243 0.00135603 0.000796067 0.00106183 0.00138656 0.00128918 0.000895538 0.000452517 0.00121576
internal_weight=0 638 565 2359 2037 190 322 375 127 1868 1813 169 170 1745 244 1661 205 145 1140 521 117 117 112
internal_count=2997 638 565 2359 2037 190 322 375 127 1868 1813 169 170 1745 244 1661 205 145 1140 521 117 117 112
is_linear=0
shrinkage=0.0032998


Tree=7347
num_leaves=27
num_cat=0
split_feature=1 3 4 47 39 1 4 1 4 0 4 0 4 39 402 3 52 52 4 3 42 1 1 133 0 0
split_gain=13.4816 2.67587 1.9172 1.0783 0.749169 0.668619 0.627489 0.540522 0.496027 0.295507 0.430157 0.673083 0.339233 0.256977 0.184532 0.178593 0.174661 0.161559 0.158643 0.156428 0.135953 0.0895934 0.0622047 0.0451698 0.028655 0.0244027
threshold=0.10921500000000002 -0.049204999999999992 0.31392000000000003 0.09023500000000001 0.0047850000000000011 0.086215000000000014 0.31392000000000003 0.13472500000000001 0.05309500000000001 -0.077574999999999991 -0.4950449999999999 -0.029849999999999998 -0.085669999999999982 0.087735000000000021 0.073745000000000019 0.3148450000000001 0.037045000000000002 -0.0083399999999999985 -0.074729999999999977 -0.062324999999999998 0.09388500000000001 0.091280000000000014 1.0000000180025095e-35 0.031880000000000012 -0.11214999999999999 0.051660000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 4 7 8 -6 20 13 9 12 25 18 14 -3 22 -9 23 21 -12 -19 -2 -14 -1 -10 -18 -11
right_child=1 3 -4 -5 5 -7 -8 15 16 10 11 -13 17 -15 -16 -17 24 19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0012991546227332151 0.0012391427056076896 0.00062801486117610784 0.00059386985294359836 0.00080854567542090218 0.0012291992156817169 0.00076535119194226866 0.00071371243884530474 0.00032979094207096171 0.00096504997591316359 0.0014385974953765894 0.0011283854552724838 0.00089456001562458276 0.0012255881011366992 0.00035699970721747874 0.0015746028311730757 8.1913700691745416e-05 0.0012633272780129853 0.0012746999364502331 0.0012671114923616588 0.0014552231804069126 0.0010006339593248803 0.0010746781689262269 0.0014323420426753152 0.0010885673559636699 0.0011431964192358231 0.0013253419693251157
leaf_weight=121 58 91 54 84 65 72 64 76 76 52 160 92 384 67 52 55 54 668 229 60 52 53 68 72 56 62
leaf_count=121 58 91 54 84 65 72 64 76 76 52 160 92 384 67 52 55 54 668 229 60 52 53 68 72 56 62
internal_value=0 0.000636898 0.00121001 0.000479079 0.00122388 0.000985682 0.000975008 0.000383195 0.00123831 0.001256 0.00119349 0.00114985 0.00128242 0.000513314 0.00139646 0.000225989 0.00110103 0.0012588 0.00121014 0.00128963 0.00112671 0.00120737 0.00134726 0.00102538 0.00120249 0.00137731
internal_weight=0 547 2450 373 2396 137 174 289 2259 2001 595 481 1406 158 241 131 258 1165 389 728 110 437 189 148 110 114
internal_count=2997 547 2450 373 2396 137 174 289 2259 2001 595 481 1406 158 241 131 258 1165 389 728 110 437 189 148 110 114
is_linear=0
shrinkage=0.0032998


Tree=7348
num_leaves=28
num_cat=0
split_feature=15 40 15 0 11 49 0 16 15 15 16 160 156 43 43 49 147 0 16 48 47 1212 0 0 402 403 0
split_gain=11.1715 4.10787 1.91812 1.91035 1.00958 0.618561 0.532234 2.33027 0.50267 0.40493 0.388154 0.380161 0.261589 0.261327 0.233487 0.205241 0.190918 0.125145 0.109294 0.10199 0.0961796 0.0942506 0.0652807 0.0435504 0.060455 0.034444 0.0332715
threshold=-0.24211499999999997 -0.034699999999999988 0.039965000000000007 -0.12851999999999997 0.07585500000000002 -0.084599999999999981 -0.068669999999999995 0.066010000000000013 -0.095814999999999997 0.13592500000000005 -0.006494999999999999 -0.076219999999999996 1.0000000180025095e-35 0.0085250000000000031 -0.073079999999999992 0.10449500000000002 0.087265000000000023 -0.077574999999999991 -0.24404999999999996 0.089155000000000012 0.078345000000000012 0.095040000000000013 -0.22163999999999998 -0.086834999999999982 -0.12597999999999998 -0.52017999999999986 -0.079119999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 5 3 8 9 -2 15 -8 -3 13 -7 -1 20 17 -13 16 19 21 -16 -5 -9 -4 -10 -15 -25 -19 -17
right_child=1 2 4 6 -6 10 7 12 22 -11 -12 14 -14 23 18 26 -18 25 -20 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=0.00035030513278422462 0.00017092000220250399 0.00075501273848972098 0.001105494434013888 0.00097651598348251359 0.0014943050265973958 0.00044580018488350862 0.00032876876225552065 0.00092884705103331083 0.00051486724744741067 0.00078783619808476786 0.00078553352891153104 -0.00010605054639257537 0.0010872429157283666 0.00085168822669710355 0.00026280131615264102 0.00079291302295294804 0.00078798806700531839 0.00091168330305826093 4.9855805543148729e-05 0.0010842358058307387 0.0007523942739884337 0.00095303521381368504 0.00036009350562381232 0.00087687110259247498 0.0010144023347001664 0.0010217352817854261 0.00090825746564061297
leaf_weight=77 57 101 544 529 52 99 85 113 64 76 59 55 104 54 54 81 53 52 52 126 52 52 60 59 110 125 52
leaf_count=77 57 101 544 529 52 99 85 113 64 76 59 55 104 54 54 81 53 52 52 126 52 52 60 59 110 125 52
internal_value=0 0.000904792 0.000941821 0.000861066 0.00104381 0.000466482 0.000913635 0.000805674 0.000581706 0.00102193 0.000572886 0.000159495 0.000956238 0.00103975 6.80186e-05 0.000959037 0.000981673 0.00106879 0.00015867 0.000997291 0.000873451 0.00109225 0.000440261 0.00093893 0.000966597 0.000989603 0.000838275
internal_weight=0 2759 2544 1420 1124 215 1195 354 225 1072 158 238 269 996 161 841 708 773 106 655 165 596 124 223 169 177 133
internal_count=2997 2759 2544 1420 1124 215 1195 354 225 1072 158 238 269 996 161 841 708 773 106 655 165 596 124 223 169 177 133
is_linear=0
shrinkage=0.0032998


Tree=7349
num_leaves=27
num_cat=0
split_feature=3 52 4 49 1212 151 0 403 151 1 40 1 40 4 0 481 0 2 4 475 151 15 15 1429 3 4
split_gain=0.485868 0.23991 0.181837 0.1592 0.128247 0.129907 0.241944 0.126628 0.108842 0.10646 0.11582 0.154191 0.104485 0.0950423 0.105107 0.13498 0.0932072 0.0896552 0.162243 0.0838974 0.082253 0.0769061 0.0722723 0.0687292 0.0682846 0.0186883
threshold=0.3148450000000001 1.0000000180025095e-35 0.26546000000000003 -0.0041649999999999994 0.081445000000000017 -0.0063399999999999993 -0.14820499999999998 -0.085079999999999975 -0.074204999999999979 0.10877000000000002 -0.073884999999999992 0.12200500000000002 -0.07334499999999998 -0.085799999999999987 -0.14680499999999999 -0.074254999999999988 -0.085784999999999986 0.10100500000000003 0.058025000000000007 0.056735000000000001 -0.086769999999999986 -0.091229999999999992 0.085465000000000013 0.059810000000000009 -0.094334999999999988 -0.088039999999999993
decision_type=2 2 2 2 2 2 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 8 -7 -6 16 -4 -11 -12 -8 22 -15 -16 20 21 -19 -14 -1 -17 24 -18 -5 -26
right_child=-2 3 9 13 7 6 12 -9 -10 10 11 -13 19 14 15 17 23 18 -20 -21 -22 -23 -24 -25 25 -27
leaf_value=0.0048926812648382367 -0.0054074277078289485 0.015206409978182784 -0.0050473774169775294 0.018124638471433085 -0.0051470386935513609 0.017116624676094649 -0.00025922086608365879 0.0053202355694069673 -0.0028116108204760924 -0.0031458146784868399 0.013106682336414799 0.00060137795583029854 0.0078973169189065807 0.00012412081822111784 0.01474814379072009 0.010571193373379927 0.0050191817361274578 0.015285810006032198 0.0041811313659641143 0.0012411862568321914 0.013009700748855499 0.0052152824397152112 0.0058948512934492948 -0.0020901276108727779 0.012870924121976676 0.0082630966366631399
leaf_weight=83 94 100 58 53 52 73 52 88 55 53 52 61 836 54 73 92 113 91 64 58 63 461 53 58 55 52
leaf_count=83 94 100 58 53 52 73 52 88 55 53 52 61 836 54 73 92 113 91 64 58 63 461 53 58 55 52
internal_value=0 0.00687558 0.00563537 0.00876998 0.00629086 0.00677986 0.00776445 0.00141956 0.00407797 0.00114714 0.00332231 0.00637193 0.00704087 0.0081541 0.00733856 0.00783508 0.00527899 0.00711975 0.0107122 0.0074675 0.00840754 0.00610957 0.0113427 0.00259733 0.0131361 0.0106484
internal_weight=0 2903 1755 1148 1531 1391 1019 140 372 224 166 113 946 1048 835 781 317 708 155 894 146 553 213 171 160 107
internal_count=2997 2903 1755 1148 1531 1391 1019 140 372 224 166 113 946 1048 835 781 317 708 155 894 146 553 213 171 160 107
is_linear=0
shrinkage=0.16829


Tree=7350
num_leaves=20
num_cat=0
split_feature=12 2 13 133 2 2 14 13 49 49 2 2 12 49 2 13 133 2 49
split_gain=6.8181 2.23828 1.38588 1.19732 0.838039 0.536758 0.446421 0.696312 0.37254 0.361877 0.249685 0.369313 0.236645 0.29462 0.222887 0.152647 0.175656 0.107584 0.0253744
threshold=0.056995000000000011 0.13501500000000002 -0.00027999999999999998 -1.0000000180025095e-35 0.10433000000000002 0.072175000000000017 0.073890000000000011 -0.15325499999999995 -1.0000000180025095e-35 0.036605000000000006 0.14744000000000002 -0.013084999999999998 0.083535000000000012 -0.078789999999999985 0.12068000000000001 0.17888000000000001 -0.43104999999999993 0.092385000000000009 -0.026279999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 -1 5 -4 7 -2 -7 18 11 -5 -9 -14 -13 16 -15 -10 -6
right_child=1 -3 4 10 9 8 -8 12 17 -11 -12 14 13 15 -16 -17 -18 -19 -20
leaf_value=0.00086917100082325972 0.00065761834283020054 0.00045067856763784611 0.00062507807817021829 0.00026799368071786462 0.00055371421528706624 0.00080958460569762727 0.0012908028460971708 0.0012175479535563934 0.0012226718585756865 0.00083229207159890572 0.00020307853703447891 0.00064059822365845637 0.00084852974989725431 0.001158798178494132 0.00039691102466796489 0.0011657333805884249 0.0010163431493385466 0.0010092991480083126 0.00044799831432525258
leaf_weight=79 57 76 55 79 52 70 69 72 57 52 52 102 103 104 70 92 1643 53 60
leaf_count=79 57 76 55 79 52 70 69 72 57 52 52 102 103 104 70 92 1643 53 60
internal_value=0 0.001008 0.000649291 0.000506968 0.000785461 0.00091209 0.00102777 0.00101899 0.000999592 0.000603797 0.000412416 0.000455644 0.0010292 0.0010222 0.000541628 0.00103191 0.00102484 0.00112019 0.000497395
internal_weight=0 2216 781 382 399 235 2140 2071 180 164 303 251 2014 1942 172 1839 1747 110 112
internal_count=2997 2216 781 382 399 235 2140 2071 180 164 303 251 2014 1942 172 1839 1747 110 112
is_linear=0
shrinkage=0.0032998


Tree=7351
num_leaves=12
num_cat=0
split_feature=133 1 13 3 9 2 15 1 15 52 42
split_gain=0.197053 0.239877 0.227898 0.196221 0.244884 0.16092 0.181018 0.139123 0.125934 0.137733 0.0484992
threshold=-0.24159999999999995 0.090040000000000023 -0.27740999999999993 0.12745000000000004 -1.0000000180025095e-35 0.14561000000000004 -0.42443999999999993 0.12000500000000001 -0.19153499999999998 -0.092084999999999986 -0.053119999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 7 4 -4 6 -6 -2 -8 -10 -1
right_child=2 -3 3 -5 5 -7 8 -9 9 -11 -12
leaf_value=0.01142432455251321 0.0054562472161135212 0.021379402147772997 -0.0031073371160919225 0.016342995926480322 -0.0014399803878124063 -0.001315742235091716 0.012961272806780685 -0.0058728211778404449 0.0091895067531571045 0.006003148030900708 0.0052399045879823964
leaf_weight=67 54 52 78 55 75 73 95 71 492 1804 81
leaf_count=67 54 52 78 55 75 73 95 71 492 1804 81
internal_value=0 0.0115259 0.0060466 0.00637526 0.00616508 0.00645065 0.00668128 -0.000964291 0.00693678 0.00668672 0.00805175
internal_weight=0 200 2797 2672 2617 2539 2466 125 2391 2296 148
internal_count=2997 200 2797 2672 2617 2539 2466 125 2391 2296 148
is_linear=0
shrinkage=0.16829


Tree=7352
num_leaves=14
num_cat=0
split_feature=40 45 51 151 13 3 0 0 0 12 4 4 52
split_gain=0.168598 0.169933 0.149404 0.141651 0.287822 0.133133 0.143095 0.241018 0.257584 0.122217 0.136628 0.111495 0.0650879
threshold=0.10751000000000001 0.08179500000000002 -0.40775499999999992 0.082375000000000018 -0.076794999999999988 -0.15755 -0.0088049999999999986 0.044695000000000006 0.10446500000000002 -0.10468499999999999 0.31392000000000003 -0.12685999999999997 -0.15365999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 5 -5 11 9 -8 -9 -7 -11 -4 -1
right_child=-2 -3 3 4 -6 6 7 8 -10 10 -12 -13 -14
leaf_value=0.015731677893211383 -0.0040539904217711366 0.014875778721192379 0.0065711204160815214 0.0066976330749167756 -0.0099862821404687069 0.013485604129616175 -0.0090737824704694922 0.01329946068926113 -0.0024901725928525359 0.005585333851348951 0.00068082360421981307 0.016118344728336443 0.0073374572830163251
leaf_weight=53 53 54 91 67 52 52 53 53 65 2118 175 57 54
leaf_count=53 53 54 91 67 52 52 53 53 65 2118 175 57 54
internal_value=0 0.00550356 0.00532782 0.0050894 -0.00057772 0.00534322 0.00505327 0.000342144 0.00458656 0.00539605 0.00521181 0.0102602 0.0115121
internal_weight=0 2944 2890 2783 119 2664 2516 171 118 2345 2293 148 107
internal_count=2997 2944 2890 2783 119 2664 2516 171 118 2345 2293 148 107
is_linear=0
shrinkage=0.16829


Tree=7353
num_leaves=29
num_cat=0
split_feature=4 3 10 3 12 42 12 49 13 3 13 159 12 43 43 16 49 42 15 3 4 483 12 157 4 4 16 4
split_gain=11.5422 3.67848 1.99119 1.1804 0.698069 0.832501 0.508865 0.410729 0.331763 0.310059 0.504692 0.308179 0.287651 0.267381 0.404186 0.256056 0.250002 0.219074 0.183144 0.178449 0.180658 0.171287 0.16095 0.14668 0.116479 0.0931282 0.114488 0.0822518
threshold=0.27998000000000006 -0.066229999999999997 -1.0000000180025095e-35 0.18595000000000003 -1.0000000180025095e-35 -0.0047199999999999994 -0.038859999999999992 -0.056179999999999987 -0.076794999999999988 -0.14186499999999996 0.041960000000000004 0.081975000000000006 0.091290000000000024 0.0085250000000000031 0.092445000000000013 0.55657000000000012 -0.06017999999999999 0.086000000000000007 0.079600000000000018 -0.14884499999999998 0.48395000000000005 0.041970000000000007 0.084235000000000018 -0.059399999999999988 0.55074000000000012 0.08920500000000002 -0.080324999999999994 -0.0062699999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 -4 24 8 -1 10 -9 16 13 17 -15 -12 -6 22 -18 -8 -21 -19 -11 -14 -2 26 -25 -7
right_child=6 2 3 -5 11 27 19 9 -10 12 15 -13 23 14 -16 -17 18 21 -20 20 -22 -23 -24 25 -26 -27 -28 -29
leaf_value=0.00090402704879478273 1.1298410727757661e-05 0.00018230780766042271 0.00088257938423527162 0.00028778784580566624 0.0010190031946192297 0.00033245113429177615 0.00049731312972626422 0.0013174923366141209 0.00057861358765433715 0.0011710763724171276 0.00078952421266208206 0.0010899804365074634 0.00073084139421255526 0.00062349310563126537 0.0010236257824290948 0.0011209214236946575 0.00071825073940895694 0.00097857782432241112 0.00091928457534823599 0.00039015273487400009 0.00013064800510650574 0.0007775931727620972 0.0010247747231016385 0.0010137827135189943 0.00020261969448105726 0.00078213624978839039 0.00090168810265301032 0.00052114051341587233
leaf_weight=100 92 79 76 57 61 52 58 72 53 106 52 60 52 52 60 52 166 297 73 65 54 57 438 140 56 54 411 52
leaf_count=100 92 79 76 57 61 52 58 72 53 106 52 60 52 52 60 52 166 297 73 65 54 57 438 140 56 54 411 52
internal_value=0 0.000885776 0.000675216 0.000740383 0.000788092 0.000619629 0.000227034 0.00095707 0.000791532 0.000970794 0.00110382 0.000872225 0.000956727 0.000992041 0.000838164 0.000955562 0.000828557 0.00101119 0.000779802 0.000346495 0.00027269 0.000946315 0.00105335 0.000902387 8.39283e-05 0.000917073 0.000930233 0.000427135
internal_weight=0 2672 676 597 540 180 325 1996 153 1843 176 360 1667 1010 112 104 300 898 239 177 119 354 544 657 148 605 551 104
internal_count=2997 2672 676 597 540 180 325 1996 153 1843 176 360 1667 1010 112 104 300 898 239 177 119 354 544 657 148 605 551 104
is_linear=0
shrinkage=0.0032998


Tree=7354
num_leaves=22
num_cat=0
split_feature=11 1 4 158 1456 12 42 3 16 16 159 14 12 3 52 1213 42 42 16 481 15
split_gain=0.133121 0.135148 0.150971 0.141602 0.122545 0.138954 0.109877 0.101402 0.103342 0.273961 0.100622 0.1141 0.174192 0.13914 0.0990225 0.0820781 0.132973 0.0796481 0.0737476 0.0517027 0.0435064
threshold=0.095930000000000015 0.087055000000000007 -0.16236499999999995 0.10485000000000001 -0.090374999999999997 0.084735000000000019 -0.091964999999999977 -0.086064999999999989 -0.0079049999999999971 -0.06859999999999998 0.10444500000000002 -0.23083499999999998 0.088965000000000002 -0.012504999999999997 -0.015159999999999998 -0.086379999999999985 0.087475000000000011 0.09087000000000002 0.41580500000000004 -0.078474999999999989 0.080895000000000009
decision_type=2 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 -4 7 -3 20 9 -9 11 -8 13 -13 -1 16 -7 -14 19 -17 -6
right_child=-2 3 4 -5 5 15 10 8 -10 -11 -12 12 17 -15 -16 18 -18 -19 -20 -21 -22
leaf_value=0.0048602612217159688 0.012637571327207404 0.010094666769492939 0.00025885341152757853 0.0099803020103825645 0.015329841492403179 0.0059062983091831504 0.010334979276662441 0.0099209366965754015 0.012489689990618611 -0.0048241526766072311 -0.0033288439693330602 -0.0032296280858937808 0.0074285900169255206 0.0025771818984238154 -0.005283292853502714 0.01104100029290409 -0.0049130902016246911 0.0026913453514182941 0.012380832230293289 0.0055485358596531632 0.0093447772334856894
leaf_weight=54 64 58 93 88 86 84 57 101 71 55 76 183 211 323 55 52 52 195 52 926 61
leaf_count=54 64 58 93 88 86 84 57 101 71 55 76 183 211 323 55 52 52 195 52 926 61
internal_value=0 0.00486049 0.00580661 0.00347515 0.00621141 0.00656972 0.00295452 0.00939959 0.00715178 0.00471083 0.00255651 0.00301996 0.0025608 0.00047354 -0.000241563 0.00566048 0.00175626 0.00515774 0.00617425 0.00584241 0.0128585
internal_weight=0 2933 1742 1191 1633 1540 1103 374 227 156 1045 969 912 506 109 1166 136 406 1030 978 147
internal_count=2997 2933 1742 1191 1633 1540 1103 374 227 156 1045 969 912 506 109 1166 136 406 1030 978 147
is_linear=0
shrinkage=0.16829


Tree=7355
num_leaves=39
num_cat=0
split_feature=1 3 2 2 2 47 12 47 49 1 0 16 1 12 16 0 12 1455 1210 0 12 12 12 1 2 3 12 3 0 3 12 12 0 0 0 2 2 2
split_gain=20.0944 3.36394 1.75278 1.45856 1.01503 0.816935 0.811181 0.586439 0.539963 0.536927 0.7072 0.566698 0.507495 0.269728 0.240307 0.216692 0.212947 0.178634 0.168673 0.159797 0.203528 0.371556 0.149324 0.14755 0.144963 0.14058 0.136369 0.107341 0.13103 0.15288 0.0971052 0.106868 0.0808959 0.0641386 0.0559534 0.0473392 0.034762 0.0261285
threshold=0.10359500000000001 -0.063264999999999988 0.12068000000000001 0.095850000000000005 0.14132000000000003 0.09023500000000001 -1.0000000180025095e-35 0.082465000000000024 -0.021474999999999998 0.08864000000000001 0.048595000000000006 0.062500000000000014 0.085780000000000009 0.092085000000000014 0.0033900000000000002 -0.073104999999999989 0.088725000000000012 0.082105000000000025 -0.061049999999999993 -0.078809999999999977 0.084065000000000015 0.083310000000000009 -0.082654999999999992 0.12040000000000002 0.11466000000000001 -0.04682999999999999 0.084535000000000013 -0.085324999999999984 -0.082914999999999975 -0.078584999999999988 0.10682000000000001 0.099510000000000015 -0.086954999999999991 -0.092134999999999981 -0.081414999999999987 0.10334500000000001 0.11297 0.087355000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 8 5 6 22 14 12 10 13 -11 33 25 -2 -6 17 19 -18 20 21 -10 23 -3 -8 -5 -22 34 32 -30 31 35 -29 -1 -20 -15 -32 -36
right_child=1 4 -4 9 15 -7 24 -9 16 11 -12 -13 -14 30 -16 -17 18 -19 27 -21 26 -23 -24 -25 -26 -27 -28 28 29 -31 36 -33 -34 -35 37 -37 -38 -39
leaf_value=0.0013859912027944302 0.00079744510070921672 0.00054331052644864463 0.00042659630071037078 0.0014761711173491632 0.00037321814965448247 0.00090139323065517953 0.00084101239647834368 0.0013275437575441355 0.0014085869752127216 0.00074192850750894469 0.00083652933676034349 0.0012050170805255581 0.00092313679932064219 0.0011203773599334928 0.00111430986687017 8.6518505042865439e-05 0.0011463391618359439 0.001228524693904624 0.0013267488144034284 0.0012518046318116159 0.0012268643667346941 0.0017080944838639997 0.0002064881086801699 0.0002981909005714941 0.00059188571392487126 0.0012455641687619571 0.0014061480909225326 0.0013085521247445315 0.0011202519386107402 0.0013090311348047355 0.0013338313541090214 0.0010103110972949682 0.0014706119972534991 0.0012223035899766284 0.0013863586806987579 0.0012611976534714073 0.0012044027532803945 0.001503357609233937
leaf_weight=52 55 53 52 69 52 66 53 80 133 66 53 52 62 59 52 65 63 69 87 69 55 71 56 56 52 55 470 98 77 136 53 54 60 68 55 62 59 58
leaf_count=52 55 53 52 69 52 66 53 80 133 66 53 52 62 59 52 65 63 69 87 69 55 71 56 56 52 55 470 98 77 136 53 54 60 68 55 62 59 58
internal_value=0 0.000646691 0.000963581 0.00128929 0.000479423 0.000571659 0.000490926 0.00111271 0.00133866 0.00114648 0.00119731 0.0009463 0.00116754 0.00124375 0.000951765 0.000214242 0.00135939 0.00139366 0.00131246 0.00140789 0.00142262 0.001513 0.00034623 0.000417701 0.000717971 0.00137417 0.00138743 0.00133073 0.00129614 0.00124095 0.00118727 0.00113671 0.00137032 0.00129353 0.00139471 0.00119282 0.00126596 0.00144672
internal_weight=0 692 239 2265 453 336 270 187 1683 582 464 118 182 411 107 117 1501 867 634 798 729 204 165 109 105 124 525 571 371 213 287 175 158 120 200 121 112 113
internal_count=2957 692 239 2265 453 336 270 187 1683 582 464 118 182 411 107 117 1501 867 634 798 729 204 165 109 105 124 525 571 371 213 287 175 158 120 200 121 112 113
is_linear=0
shrinkage=0.0032998


Tree=7356
num_leaves=31
num_cat=0
split_feature=1 1 123 123 16 2 2 1 49 1446 13 15 160 160 15 2 13 2 160 160 160 133 1 16 13 2 13 16 16 133
split_gain=18.1732 4.4962 2.17199 1.63337 1.23898 1.11831 1.00555 0.484721 0.40862 0.351868 0.330016 0.258342 0.244735 0.281381 0.405261 0.236377 0.225236 0.192343 0.196623 0.192106 0.173564 0.16303 0.15767 0.12511 0.0885869 0.131575 0.0882926 0.0772589 0.101579 0.056922
threshold=0.10509 0.13662500000000002 0.081180000000000016 1.0000000180025095e-35 0.14976500000000001 0.09036000000000001 0.097005000000000022 0.15314500000000003 -0.046739999999999997 0.037915000000000011 -0.086254999999999984 -0.10059999999999998 0.0088350000000000008 -0.079974999999999991 -0.0087299999999999999 0.13775000000000001 -0.0079349999999999993 0.12068000000000001 0.0065900000000000012 -0.080884999999999985 -0.020114999999999997 -0.14729999999999996 0.12019000000000001 -0.022939999999999999 -0.11279499999999999 0.11917500000000002 -0.013819999999999997 -0.077679999999999985 -0.007794999999999999 -0.062749999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 5 -2 9 15 -8 10 21 -10 13 14 -12 -3 -15 18 19 -13 23 -1 -4 -11 -7 -26 -14 29 -29 -23
right_child=1 7 22 -5 -6 24 8 -9 11 20 12 17 26 16 -16 -17 -18 -19 -20 -21 -22 27 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0015413865083145862 0.0010853821962435058 0.00044897075996792174 0.00049963766083497522 0.00079494025985717576 0.0012238141146044602 0.00051319562414346731 0.00084954708688082933 -6.7376641519490999e-05 0.0013603967999212434 0.0014052807481176688 0.0012910111203606421 0.0012753269442573379 0.0011986260894914947 0.0012483237266223096 0.0010179770273254663 0.00014946876005157529 0.0013640614044804101 0.00097379475784411097 0.0013259284507916261 0.0010651045379478227 0.0012979736488850078 0.0013748477221258318 0.00025520649534848354 0.001627298565604923 0.00055389148034271996 0.00077951622484768697 0.0010332702050854434 0.0014937637000605754 0.0012888346094565922 0.0012336185158410759
leaf_weight=52 90 55 65 89 98 52 54 63 60 68 132 66 82 453 111 61 327 77 65 192 78 55 53 53 52 66 71 64 52 101
leaf_count=52 90 55 65 89 98 52 54 63 60 68 132 66 82 453 111 61 327 77 65 192 78 55 53 53 52 66 71 64 52 101
internal_value=0 0.000611252 0.000778926 0.00123433 0.000906971 0.00078741 0.00125198 0.000165175 0.00112357 0.00129081 0.00127329 0.00115566 0.00124726 0.00126594 0.00116644 0.000291778 0.00129689 0.00112486 0.00116077 0.00111902 0.00142271 0.00136767 0.000390149 0.00150282 0.000629453 0.000680387 0.00112212 0.00133433 0.0014022 0.00128364
internal_weight=0 655 476 2302 358 260 2213 179 514 1699 1500 460 1176 1023 243 116 780 400 323 258 199 324 118 121 170 118 153 272 116 156
internal_count=2957 655 476 2302 358 260 2213 179 514 1699 1500 460 1176 1023 243 116 780 400 323 258 199 324 118 121 170 118 153 272 116 156
is_linear=0
shrinkage=0.0032998


Tree=7357
num_leaves=23
num_cat=0
split_feature=2 12 2 2 2 0 12 49 0 3 0 49 0 3 0 2 159 0 12 47 3 12
split_gain=9.27199 4.42409 1.92974 1.52061 1.24084 0.910799 0.506405 0.386568 0.353433 0.2698 0.647557 0.265758 0.240129 0.236631 0.211786 0.180167 0.17026 0.167053 0.128281 0.106561 0.112576 0.104971
threshold=0.12026500000000001 0.056995000000000011 -1.0000000180025095e-35 0.10384 0.14744000000000002 -0.084114999999999981 0.08401500000000002 -0.028049999999999995 -0.076589999999999978 -0.14539499999999997 -0.045139999999999993 0.0060400000000000011 -0.080809999999999979 0.11500500000000001 -0.099244999999999986 0.16423500000000002 0.081975000000000006 -0.15445999999999996 -0.063029999999999989 0.11170500000000001 -0.10519499999999998 0.083310000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 16 5 -2 21 14 -1 12 19 -7 -9 -5 -8 -6 17 -4 -19 20 -11 -3
right_child=4 6 3 13 15 11 7 9 -10 10 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.00068073639215650403 0.00033954914950383837 0.0011954223243532233 0.001122720188437771 0.00074348675442781722 0.00035940657277775626 0.00066673599045085263 0.00077582003030581968 0.0014338698573483615 0.00034215007246690628 0.00097309558256037515 0.00073549981145460742 0.00096299711545863055 0.0011430927424895113 0.00047906235906645765 0.0010323794507097683 0.00011654950981958836 0.001201697017709266 0.0010276111519237565 0.00080170677023060099 0.00099241521180624221 0.0011249275724105549 0.0013695367804686283
leaf_weight=52 78 75 79 100 60 84 57 52 97 59 52 56 83 60 98 76 66 61 54 82 1387 89
leaf_count=52 78 75 79 100 60 84 57 52 97 59 52 56 83 60 98 76 66 61 54 82 1387 89
internal_value=0 0.00104109 0.000783672 0.000898219 0.000471699 0.000626096 0.00111308 0.00109754 0.000460551 0.00111191 0.00109963 0.000785492 0.00125536 0.000644548 0.000938259 0.000223951 0.00105419 0.00100382 0.000921841 0.001112 0.00111876 0.00129013
internal_weight=0 2603 569 420 354 218 2034 1870 149 1715 1580 140 135 160 155 136 260 194 115 1528 1446 164
internal_count=2957 2603 569 420 354 218 2034 1870 149 1715 1580 140 135 160 155 136 260 194 115 1528 1446 164
is_linear=0
shrinkage=0.0032998


Tree=7358
num_leaves=21
num_cat=0
split_feature=2 49 2 49 2 13 13 150 51 2 2 49 160 13 48 13 14 48 13 150
split_gain=0.467852 0.181049 0.165001 0.133202 0.134927 0.119076 0.1786 0.147256 0.106451 0.100551 0.11846 0.0816493 0.113578 0.0799403 0.0713985 0.0698559 0.0637418 0.0408425 0.0370106 0.0283269
threshold=0.12026500000000001 -0.014479999999999998 -0.0050599999999999994 -0.0041649999999999994 0.086545000000000025 -0.17030499999999998 -0.09657499999999998 -0.07009 0.116525 0.097180000000000016 0.10724500000000002 -0.032624999999999994 -0.077814999999999981 -0.0079349999999999993 0.088085000000000011 -0.11279499999999999 -0.24487499999999998 0.08956500000000002 -0.016319999999999998 0.086765000000000023
decision_type=2 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 -5 15 -8 13 14 -11 -2 -13 -9 19 -7 -14 18 -18 -4
right_child=11 3 9 5 -6 6 7 8 -10 10 -12 12 16 -15 -16 -17 17 -19 -20 -21
leaf_value=-0.0038234087242787103 -0.0041996811131840518 0.019477618402660695 0.008040516607276782 0.00033895975929552755 0.0085243327917910658 0.010349975668215758 -0.0010539960143449909 0.0069446932317498234 0.0018282656682399125 -0.0041192323646424079 0.0069732805820234061 -0.0043804977654677427 -0.0012165463921918211 0.0093209516232364044 0.01262927119470645 0.018321572743920218 0.0103341515663846 0.0016376974529016355 0.0040791190456487599 0.0033390447802141543
leaf_weight=66 76 54 72 65 80 76 58 1101 89 56 53 61 53 643 58 55 57 54 53 77
leaf_count=66 76 54 72 65 80 76 58 1101 89 56 53 61 53 643 58 55 57 54 53 77
internal_value=0 0.00720729 0.00381382 0.00779014 0.0129518 0.00745787 0.00768582 0.00726751 0.0075318 0.00541463 0.00125789 0.000680836 0.00202154 0.00782183 0.00759476 0.0137105 0.00382947 0.00547115 0.0073367 0.00562295
internal_weight=0 2603 382 2221 134 2087 2022 1891 1833 316 109 354 278 1744 207 131 217 164 110 149
internal_count=2957 2603 382 2221 134 2087 2022 1891 1833 316 109 354 278 1744 207 131 217 164 110 149
is_linear=0
shrinkage=0.16829


Tree=7359
num_leaves=29
num_cat=0
split_feature=2 43 0 2 30 0 150 4 16 16 4 16 2 403 4 15 12 42 4 12 133 16 1456 4 157 43 475 2
split_gain=0.327441 0.204787 0.150362 0.195686 0.194844 0.145541 0.136472 0.163716 0.165428 0.257852 0.154153 0.142085 0.12488 0.116321 0.166417 0.127774 0.123099 0.143361 0.10039 0.18029 0.114453 0.184145 0.0975805 0.125724 0.0969281 0.0878394 0.124182 0.0560237
threshold=0.097005000000000022 -0.49922499999999997 -0.076589999999999978 -0.0050599999999999994 1.0000000180025095e-35 0.12503500000000004 1.0000000180025095e-35 0.31392000000000003 -0.49804499999999996 -0.076909999999999992 0.17176000000000005 -0.069694999999999993 -0.054704999999999997 -0.074859999999999982 -0.087104999999999988 -0.22991499999999995 0.084805000000000005 -0.015624999999999998 -0.17568999999999999 0.097145000000000023 0.40658000000000005 0.066010000000000013 -0.011624999999999998 -0.080874999999999989 -0.07797999999999998 -0.095964999999999981 -0.067819999999999978 0.085325000000000012
decision_type=2 2 2 2 2 2 2 2 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 -4 6 7 10 -9 -10 24 -8 -3 14 -14 -15 -16 -18 -5 20 21 -20 27 -24 -2 -26 -27 -17
right_child=5 2 3 18 -6 -7 11 8 9 -11 -12 -13 13 15 16 22 17 -19 19 -21 -22 -23 23 -25 25 26 -28 -29
leaf_value=0.016522780228978403 -0.00074023185105700931 0.014535481973790143 -0.0084289216755793085 0.012112864656928925 0.0051917581202494479 -0.0057128581675598821 0.0023627127734802441 -0.0074741437094087027 0.011627147818633074 -0.0048073097520997228 0.014340813650113559 -0.0084402197213402658 0.0015758347110906565 -0.0021705991545759055 0.017097665072949478 -0.0019767016916841336 0.01415691788088852 0.0055886539852242796 -0.0091102502006574181 0.010661725076202284 0.0073260389825952534 0.004594021959228008 0.0032406698761882516 0.0079639231315450521 0.011623865558259103 0.011818548001525826 0.0033938493045342858 0.0050069795321066859
leaf_weight=57 78 61 66 57 54 54 102 60 55 53 52 52 65 53 72 57 94 137 54 83 55 57 208 707 61 59 319 75
leaf_count=57 78 61 66 57 54 54 102 60 55 53 52 52 65 53 72 57 94 137 54 83 55 57 208 707 61 59 319 75
internal_value=0 0.00656019 0.0062688 0.0034644 -0.00228464 0.00275856 0.003274 0.00422663 -0.000379422 0.00354546 0.00558975 -0.00127336 0.00704896 0.00673665 0.00933491 0.00586578 0.0109935 0.00908308 0.0057248 0.00425525 0.00104119 -0.00205674 0.00627431 0.00689219 0.00470609 0.00567786 0.00471357 0.00197769
internal_weight=0 2012 1955 426 120 945 891 737 168 108 569 154 1529 1468 368 1100 303 231 306 249 166 111 1047 915 517 439 378 132
internal_count=2957 2012 1955 426 120 945 891 737 168 108 569 154 1529 1468 368 1100 303 231 306 249 166 111 1047 915 517 439 378 132
is_linear=0
shrinkage=0.16829


Tree=7360
num_leaves=25
num_cat=0
split_feature=2 2 2 3 0 15 15 11 2 3 156 3 160 0 49 52 12 13 15 0 402 16 3 3
split_gain=11.1811 5.06058 2.23765 1.66057 1.10692 1.07596 0.815395 0.67639 0.590056 0.472933 0.266361 0.456292 0.242053 0.225497 0.192177 0.186486 0.177275 0.175241 0.151751 0.126942 0.119164 0.0826921 0.0681806 0.0283388
threshold=0.12026500000000001 -1.0000000180025095e-35 0.099845000000000003 0.28833000000000003 -0.13165999999999997 -0.040504999999999992 -0.23808999999999997 1.0000000180025095e-35 0.14870000000000003 -0.080294999999999991 0.093425000000000022 0.093925000000000022 -0.053494999999999994 -0.081414999999999987 -0.079769999999999994 0.09253500000000002 0.093910000000000007 -0.0053799999999999985 -0.066784999999999983 -0.085719999999999977 0.012085000000000002 -0.082119999999999985 -0.073614999999999986 -0.24156999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 6 21 13 -2 9 16 14 11 20 -6 -1 -3 17 -8 -16 -14 -17 -11 -4 23 -20
right_child=3 2 4 -5 12 -7 8 -9 -10 10 -12 -13 18 -15 15 19 -18 -19 22 -21 -22 -23 -24 -25
leaf_value=0.0010974626554775631 0.0008153026442719052 0.0015333724751196204 0.0011234641558169032 0.00052264371971552268 0.0013863984656408155 0.0014261598751325944 0.0012068034488737917 0.001993511532047625 0.0009230459771146038 0.0016075110341561456 0.0018362693986029546 0.0013285070226710112 0.0014852525839281947 0.00081394672757701889 0.0017859563128631453 0.0017412632097520227 0.001462496449310847 0.0016783261829104409 0.0016451946021039318 0.0015418859068112565 0.0017499874343828198 0.0012918422909568242 0.0015705304465478448 0.0017718980737920435
leaf_weight=52 83 55 76 73 81 74 60 83 54 493 58 63 95 79 667 67 64 238 52 86 81 64 74 55
leaf_count=52 83 55 76 73 81 74 60 83 54 493 58 63 95 79 667 67 64 238 52 86 81 64 74 55
internal_value=0 0.00160526 0.001648 0.000963522 0.00145049 0.0011072 0.0010867 0.0016999 0.00121305 0.0016864 0.00161807 0.00159814 0.00154835 0.000926756 0.00172904 0.00173917 0.00133906 0.00175769 0.00159576 0.00162943 0.00162768 0.00120069 0.00165356 0.00171065
internal_weight=0 2593 2388 334 497 205 261 1891 178 1808 695 637 357 131 1113 1058 124 905 276 153 574 140 181 107
internal_count=2927 2593 2388 334 497 205 261 1891 178 1808 695 637 357 131 1113 1058 124 905 276 153 574 140 181 107
is_linear=0
shrinkage=0.0032998


Tree=7361
num_leaves=21
num_cat=0
split_feature=4 3 12 3 12 4 11 123 0 0 43 43 16 150 11 48 4 12 12 43
split_gain=14.1334 5.65229 3.13594 1.11012 0.970517 0.890297 0.786884 0.715724 0.633109 0.692286 0.590225 1.05373 0.486436 0.401713 0.375212 0.274312 0.273337 0.162723 0.16028 0.11353
threshold=0.31392000000000003 0.28833000000000003 -1.0000000180025095e-35 0.143375 0.13642500000000005 0.043640000000000005 1.0000000180025095e-35 0.08980500000000001 0.051660000000000005 -0.10934999999999999 -0.043004999999999995 -0.090344999999999995 -0.061714999999999992 0.081245000000000026 0.086175000000000015 0.086410000000000015 0.24099500000000004 0.089135000000000006 0.095110000000000014 -0.0068849999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 7 5 6 8 13 9 -4 11 -1 16 19 -8 -13 17 -7 -14 -2
right_child=3 -3 4 -5 -6 12 14 -9 -10 -11 -12 15 18 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.001207947333711301 0.00050455618756856948 0.0003059387581417369 0.0011131741514424469 0.00012714388563911556 0.00090625389438853414 0.001533572368716724 0.001769597217157938 0.00030046251690692133 0.0010232975608528202 0.0013777331447743907 0.0011627204945729764 0.00081147631201958432 0.00089205581852007311 0.00096626236520444737 0.0014348876881059367 0.00047895037974764025 0.0011259184881059583 0.0012734522240628904 0.0011241143641553847 0.00071039084513491136
leaf_weight=52 55 65 117 65 58 52 73 59 64 1609 84 52 56 52 77 58 68 59 85 67
leaf_count=52 55 65 117 65 58 52 73 59 64 1609 84 52 56 52 77 58 68 59 85 67
internal_value=0 0.00126761 0.00129198 0.000509144 0.00132961 0.00134046 0.00136717 0.00061556 0.00134781 0.00135982 0.000937249 0.000820121 0.0011784 0.0007222 0.00159801 0.000636465 0.00129337 0.00139563 0.0010322 0.000617885
internal_weight=0 2629 2564 298 2318 2260 1940 233 1790 1726 246 162 320 174 150 110 179 111 141 122
internal_count=2927 2629 2564 298 2318 2260 1940 233 1790 1726 246 162 320 174 150 110 179 111 141 122
is_linear=0
shrinkage=0.0032998


Tree=7362
num_leaves=24
num_cat=0
split_feature=4 3 3 43 3 123 49 41 3 42 13 3 150 42 1447 42 4 42 4 0 4 133 0
split_gain=6.60636 2.25488 1.05003 0.778623 0.621853 0.437158 0.425355 0.506441 0.398491 0.395064 0.436855 0.252437 0.223298 0.191484 0.202041 0.191617 0.196311 0.159897 0.134882 0.22078 0.107933 0.0944342 0.0871471
threshold=0.31392000000000003 0.28833000000000003 -0.06533499999999999 -0.043004999999999995 0.143375 0.08980500000000001 -0.06017999999999999 0.075585000000000013 -0.088584999999999983 -1.0000000180025095e-35 -0.0094049999999999984 0.11391500000000002 0.081245000000000026 0.088185000000000013 -0.073304999999999995 0.087505000000000013 0.0060300000000000015 0.086855000000000016 0.0019650000000000002 -0.10998999999999999 -0.029404999999999997 -0.14488499999999996 -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 2 2
left_child=1 2 6 9 5 12 8 13 -1 -4 -11 18 17 15 -15 16 -8 -2 20 -20 22 -16 -5
right_child=4 -3 3 11 -6 -7 7 -9 -10 10 -12 -13 -14 14 21 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.00051579387396631031 0.00052950205731322486 0.00024285108749123123 0.00082282175378462603 0.00095707904328105398 4.593950857457216e-05 0.00016522361097844865 0.0009369439243197995 0.0011875792163483544 0.00087620038548258199 0.0006324313970826114 0.0002717815585839951 0.00065682451204724941 0.00067706705212886291 0.00067072150681288397 0.0010116130575653856 0.0011293470125361637 0.00079444007558807485 0.00028805260058569035 0.001102884543021573 0.00083845555653786028 0.00069313587809404062 0.00086177193930925548 0.0007680721967351095
leaf_weight=58 65 65 57 62 65 59 977 73 81 101 58 73 52 59 54 52 122 57 61 84 59 481 52
leaf_count=58 65 65 57 62 65 59 977 73 81 101 58 73 52 59 54 52 122 57 61 84 59 481 52
internal_value=0 0.00085056 0.000865953 0.000745716 0.000331944 0.000411579 0.000903228 0.000916754 0.000726068 0.000586158 0.000501095 0.00083377 0.000494911 0.000905404 0.000856536 0.000930593 0.000921157 0.000416982 0.000874279 0.000949941 0.00081066 0.000876962 0.000871174
internal_weight=0 2629 2564 607 298 233 1957 1818 139 216 159 391 174 1745 594 1151 1099 122 318 145 173 535 114
internal_count=2927 2629 2564 607 298 233 1957 1818 139 216 159 391 174 1745 594 1151 1099 122 318 145 173 535 114
is_linear=0
shrinkage=0.0032998


Tree=7363
num_leaves=12
num_cat=0
split_feature=3 33 10 0 13 151 457 147 456 3 13
split_gain=0.353647 0.148466 0.219617 0.140034 0.100461 0.100197 0.166301 0.12576 0.105024 0.0763976 0.0635842
threshold=0.30863500000000005 0.080895000000000009 -0.00189 -0.11167499999999998 0.24659500000000004 0.053170000000000002 0.086205000000000018 0.087170000000000011 0.089280000000000012 -0.081224999999999978 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 8 -8 9 -4 -7
right_child=3 -3 4 -5 -6 10 7 -9 -10 -11 -12
leaf_value=-0.0016710820055063664 0.0028645298727151859 0.015909350780214816 0.0084401148094002398 -0.008921497096722528 0.0018677814767575915 0.0062215425810196318 0.018327016515357928 0.0076583964163808608 0.00039431905902552776 0.0064757240628918172 -0.0016190696436858107
leaf_weight=82 63 53 1120 52 99 62 70 58 62 1151 55
leaf_count=82 63 53 1120 52 99 62 70 58 62 1151 55
internal_value=0 0.00706073 0.00689009 -0.00244918 0.007153 0.00735527 0.0075844 0.0135068 0.00725869 0.0074453 0.00252043
internal_weight=0 2812 2759 115 2677 2578 2461 128 2333 2271 117
internal_count=2927 2812 2759 115 2677 2578 2461 128 2333 2271 117
is_linear=0
shrinkage=0.16829


Tree=7364
num_leaves=25
num_cat=0
split_feature=1 1 12 12 41 1 3 48 13 0 12 1 150 49 151 0 3 0 12 133 13 3 49 51
split_gain=8.75898 2.35217 1.39067 0.817151 0.601396 0.564604 0.253574 0.245522 0.241358 0.236242 0.21839 0.195075 0.188469 0.174196 0.19104 0.17364 0.112865 0.169408 0.100765 0.0765878 0.06387 0.0559698 0.0512028 0.00557504
threshold=0.10398500000000001 0.13686500000000004 0.085075000000000026 0.078120000000000009 0.075585000000000013 0.087055000000000007 0.30863500000000005 0.10848000000000001 -0.071389999999999995 -0.034759999999999992 0.11878500000000002 0.11644500000000001 1.0000000180025095e-35 -0.079769999999999994 -0.083294999999999994 -0.14755499999999996 -0.091364999999999988 -0.084044999999999995 -0.042789999999999988 -0.0059799999999999992 0.094890000000000016 0.057935000000000007 -0.008964999999999999 -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 7 5 10 15 -3 9 -4 11 13 -2 21 -5 22 -1 19 -18 -17 -16 -10 -7 -15 -24
right_child=1 6 8 4 -6 12 -8 -9 20 -11 -12 -13 -14 14 16 18 17 -19 -20 -21 -22 -23 23 -25
leaf_value=0.0011275460846135764 0.00052578382105439097 0.00031147636737013408 0.0007308521209746958 0.00085205445874772284 0.001303057367967348 0.00070689493314457898 4.4975672496245765e-05 0.00071995272205554355 0.00089563101490614688 0.00066433721213339807 0.00081390935907715259 0.00031500194552811791 0.00056597038862178737 0.0010415598700844167 0.0011712392756369307 0.00098676064073394045 0.0010267231052766969 0.00094782616851109476 0.00079421346379651811 0.0010304764343905507 0.0010548049634712736 0.00086327833045611244 0.0012008159562158784 0.0011270680389936945
leaf_weight=53 99 98 76 82 73 52 65 57 64 58 71 95 69 70 59 68 578 657 58 206 57 57 53 52
leaf_count=53 99 98 76 82 73 52 65 57 64 58 71 95 69 70 59 68 578 657 58 206 57 57 53 52
internal_value=0 0.000550472 0.000661555 0.000980495 0.00100779 0.000835063 0.000205419 0.000523147 0.000878475 0.000478491 0.000995978 0.000422747 0.000702741 0.00100331 0.0010107 0.00096645 0.000998436 0.00098478 0.000898407 0.00106195 0.000970905 0.000788997 0.0011156 0.00116463
internal_weight=0 669 506 2258 1901 357 163 309 197 252 1828 194 178 1757 1675 179 1500 1235 126 265 121 109 175 105
internal_count=2927 669 506 2258 1901 357 163 309 197 252 1828 194 178 1757 1675 179 1500 1235 126 265 121 109 175 105
is_linear=0
shrinkage=0.0032998


Tree=7365
num_leaves=23
num_cat=0
split_feature=4 12 15 13 4 12 43 43 4 16 16 14 158 16 13 40 1427 12 12 160 13 42
split_gain=10.1575 2.80139 0.860997 0.690752 0.578946 0.375506 0.373771 0.45522 0.353327 0.741818 0.31962 0.476371 0.285977 0.239997 0.237329 0.229897 0.208564 0.204688 0.203035 0.167113 0.1551 0.102973
threshold=0.31392000000000003 0.056995000000000011 0.13592500000000005 -0.27740999999999993 0.049545000000000006 0.083400000000000016 -0.031974999999999996 -0.095964999999999981 -0.46195999999999998 -0.0092499999999999978 -0.54150999999999994 -0.45687499999999998 0.085110000000000005 -0.11807499999999999 -0.091559999999999989 -0.078949999999999979 0.086010000000000017 -1.0000000180025095e-35 0.093670000000000017 0.07827000000000002 0.041960000000000004 -0.097789999999999988
decision_type=2 2 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 -3 7 -5 -8 19 -2 -12 13 -6 -13 -9 18 -16 20 -10 -7 -20
right_child=10 2 -4 6 12 16 8 15 9 -11 11 14 -14 -15 17 -17 -18 -19 21 -21 -22 -23
leaf_value=0.00043872677526200446 0.00055524173796598806 0.0012735792783793369 0.00064083015860141488 0.00091950090855146124 0.00092765086156713461 0.0010483599910924182 0.0011090637557767168 0.00068997180917869383 0.0010420305462230659 0.00055974293083345991 0.00055252760809104933 0.00038026957035082102 0.0010475306449313098 0.00067983263900304287 1.0684115957385432e-05 0.00040976014611313581 0.0012427421897178075 0.00026918993056671025 0.0011153754664545742 0.00080416406338307961 0.0012014036868578707 0.00096063245814867557
leaf_weight=67 67 81 64 63 89 1068 57 81 93 80 62 68 80 85 67 54 56 67 56 52 81 442
leaf_count=67 67 81 64 63 89 1068 57 81 93 80 62 68 80 85 67 54 56 67 56 52 81 442
internal_value=0 0.000964363 0.00101915 0.000753759 0.00103101 0.0010521 0.000797659 0.000686938 0.000875274 0.00081589 0.000351084 0.000299137 0.000882754 0.000806793 0.00022119 0.000578148 0.00104155 0.0001402 0.00103469 0.00095697 0.00105918 0.000978104
internal_weight=0 2649 2102 547 2038 1784 480 198 282 225 331 264 254 174 202 135 1703 134 1647 145 1149 498
internal_count=2980 2649 2102 547 2038 1784 480 198 282 225 331 264 254 174 202 135 1703 134 1647 145 1149 498
is_linear=0
shrinkage=0.0032998


Tree=7366
num_leaves=31
num_cat=0
split_feature=1 0 0 52 12 11 52 3 0 3 12 12 402 3 43 1 12 159 0 1429 1 157 12 52 151 133 12 0 16 12
split_gain=0.429993 0.22169 0.212936 0.196745 0.1381 0.140325 0.123539 0.103002 0.0950565 0.0928654 0.101497 0.161353 0.110564 0.0887622 0.0759702 0.125676 0.112876 0.109926 0.134454 0.0743137 0.0965194 0.0655565 0.0580278 0.0746549 0.0564094 0.0450126 0.0652664 0.0693275 0.0258704 0.02218
threshold=0.090540000000000023 -0.12851999999999997 -0.105195 0.43161000000000005 0.093125000000000013 1.0000000180025095e-35 0.0030150000000000008 -0.115685 0.060910000000000006 -0.082439999999999986 0.083725000000000008 0.084130000000000024 0.079885000000000012 0.13772500000000001 -0.043004999999999995 0.13662500000000002 0.092355000000000007 0.014225000000000003 -0.073999999999999996 0.056450000000000007 0.088035000000000016 -0.019179999999999999 0.10859000000000001 0.087580000000000005 -0.0085349999999999992 0.11264000000000002 0.097240000000000007 -0.077714999999999992 -0.039209999999999995 0.09742000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 -3 8 5 7 13 -1 14 10 -9 -12 -13 24 15 16 -4 18 -16 20 21 -11 25 -24 -2 26 27 -6 -28 -27
right_child=1 2 3 -5 22 -7 -8 9 -10 19 11 12 -14 -15 17 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 29 28 -29 -30 -31
leaf_value=0.0017169516219243317 0.0067855914778399591 0.015874835444996353 0.0039673427658855082 0.014505363943095526 0.0019068181060166128 0.016089534781179693 -0.0073251023956974765 0.016743677262765183 0.0088272886793809829 0.014439661089906686 0.0015950773766215372 0.0096699116770225108 0.01597356004917945 -0.0039030029549767605 0.0085579838924805755 -0.0019526853836428011 0.011367753451830487 -0.0057860403391505619 -0.00034082461404112702 0.0021118842796679737 0.0024184636821194838 0.0084013950757716102 0.0051893004793168683 0.012719886174405544 0.00032325245732128268 0.005082296073806762 0.0030593781667453378 0.010482717173756938 -0.0021489948040397978 0.0099637604479953061
leaf_weight=55 86 54 163 56 54 82 52 68 103 59 61 472 96 56 75 59 92 52 133 62 70 426 81 71 70 56 52 54 56 54
leaf_count=55 86 54 163 56 54 82 52 68 103 59 61 472 96 56 75 59 92 52 133 62 70 426 81 71 70 56 52 54 56 54
internal_value=0 0.00424549 0.00566111 0.00490621 0.00848071 0.00930023 1.86304e-05 0.00889226 0.00410954 0.00919123 0.0105293 0.00985462 0.0107385 0.0018284 0.00325984 0.00502325 0.00664434 0.00112328 0.00285924 0.00767675 0.00829517 0.00913965 0.00598924 0.0087187 0.00389734 0.00471111 0.00328507 0.0062114 0.000342105 0.00749498
internal_weight=0 1051 787 733 1929 1451 264 1369 677 1314 697 629 568 212 574 314 255 260 208 617 555 485 478 152 156 326 216 108 108 110
internal_count=2980 1051 787 733 1929 1451 264 1369 677 1314 697 629 568 212 574 314 255 260 208 617 555 485 478 152 156 326 216 108 108 110
is_linear=0
shrinkage=0.16829


Tree=7367
num_leaves=16
num_cat=0
split_feature=0 1446 30 13 1452 0 0 49 41 130 15 0 133 15 42
split_gain=0.215701 0.176241 0.150138 0.136215 0.137191 0.123258 0.353458 0.215408 0.12046 0.119606 0.0753255 0.082028 0.102985 0.0737346 0.0550799
threshold=-0.23066499999999998 0.11124000000000002 0.085915000000000019 0.032645000000000007 0.087675000000000017 -0.12851999999999997 -0.14164999999999997 -0.053544999999999988 0.083975000000000008 -0.068059999999999982 0.096015000000000017 -0.080244999999999997 -0.00027499999999999996 0.084360000000000004 -0.042674999999999991
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 7 -2 9 -7 11 13 -13 -5 -14
right_child=1 -3 -4 10 -6 8 -8 -9 -10 -11 -12 12 14 -15 -16
leaf_value=-0.0023322010782038487 0.014998895200407319 0.015794305213188278 -0.0016278552604462001 0.004402880796366436 0.01355961846173199 0.013380855402602787 -0.0087758763975747563 0.0029487341188418883 0.013974603185206901 0.0063166481471931589 -0.0025622265738691656 -0.0043400068437506297 0.00038442606027095516 0.01230219132398196 0.0062998018333426916
leaf_weight=89 57 52 73 91 78 71 57 162 65 1834 53 52 72 54 120
leaf_count=89 57 52 73 91 78 71 57 162 65 1834 53 52 72 54 120
internal_value=0 0.00606489 0.00588605 0.006085 0.00660085 0.00635838 0.00301597 0.00609328 0.00682574 0.00658088 0.00336867 0.00418136 0.00228678 0.00735708 0.00409089
internal_weight=0 2891 2839 2766 2324 2246 276 219 1970 1905 442 389 244 145 192
internal_count=2980 2891 2839 2766 2324 2246 276 219 1970 1905 442 389 244 145 192
is_linear=0
shrinkage=0.16829


Tree=7368
num_leaves=29
num_cat=0
split_feature=1 4 3 4 4 14 52 12 12 1 49 4 1 48 1 12 3 16 49 16 12 12 50 16 13 4 12 3
split_gain=21.6212 4.56464 3.11266 1.94717 0.931929 0.903881 0.685771 0.537321 0.591694 0.536562 0.44895 0.401999 0.394663 0.291065 0.251246 0.233072 0.193775 0.167684 0.164638 0.100973 0.0989886 0.105643 0.0925171 0.0894108 0.0854071 0.0775003 0.0545331 0.0486867
threshold=0.10075500000000003 0.41315500000000005 -0.049204999999999992 0.043640000000000005 -0.14595999999999995 0.073890000000000011 0.0035300000000000006 0.056995000000000011 0.093455000000000024 1.0000000180025095e-35 0.016520000000000003 -0.040394999999999993 0.088035000000000016 0.085040000000000018 0.12122500000000001 0.098785000000000012 -0.010434999999999998 -0.45743999999999996 0.092515000000000014 -0.0020399999999999997 0.083535000000000012 0.083945000000000006 0.11589500000000001 0.052150000000000009 -0.085784999999999986 -0.084384999999999988 0.095175000000000023 -0.073614999999999986
decision_type=2 2 2 2 2 2 2 2 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 -4 7 9 12 20 18 13 -2 19 -6 -3 -13 -16 -8 -5 -1 -9 -22 23 26 -18 -23 -10 -25
right_child=1 14 4 6 10 -7 17 8 22 -11 -12 15 -14 -15 16 -17 24 -19 -20 -21 21 25 -24 27 -26 -27 -28 -29
leaf_value=0.0017373498265971239 0.0016427416140604762 0.00077269524733061259 0.0013307159140747602 0.0015043547042100944 0.0010957954853709133 0.0020078191219678695 0.0016942000356346897 0.0018509774668769047 0.001528490369000291 0.000992872677750233 0.00060106668342971542 0.0014633402408624481 0.0013401220876965579 0.00079911812976083503 0.00072243433299671905 0.0011749978695209022 0.00056563967761256832 0.0014485131867203987 0.0012657718893461347 0.0015354686614727489 0.0015590806214681768 0.0017764635392151394 0.0014582990747853126 0.0015873758097588442 0.00038102289706726694 0.0017020894484132863 0.0016566937839160602 0.0014351865372539312
leaf_weight=55 87 97 52 64 68 85 69 64 54 56 63 81 95 80 55 52 62 60 69 65 53 221 69 56 52 828 214 54
leaf_count=55 87 97 52 64 68 85 69 64 54 56 63 81 95 80 55 52 62 60 69 65 53 221 69 56 52 828 214 54
internal_value=0 0.000985284 0.00117654 0.00163338 0.000933892 0.00167322 0.00139361 0.00165764 0.00167848 0.00126608 0.00083593 0.00146645 0.00150112 0.000935667 0.000637872 0.00135087 0.000560279 0.0015802 0.00138084 0.00162829 0.00171795 0.00171019 0.00157545 0.00159675 0.000481738 0.00171779 0.00163099 0.00151299
internal_weight=0 749 483 2231 263 1913 318 1828 1613 189 211 220 215 148 266 133 169 129 133 120 1166 1102 447 378 114 1049 268 110
internal_count=2980 749 483 2231 263 1913 318 1828 1613 189 211 220 215 148 266 133 169 129 133 120 1166 1102 447 378 114 1049 268 110
is_linear=0
shrinkage=0.0032998


Tree=7369
num_leaves=24
num_cat=0
split_feature=4 16 50 4 474 151 15 49 15 42 43 124 157 131 4 49 156 47 15 4 13 13 42
split_gain=0.31808 0.240652 0.150209 0.176311 0.131372 0.100032 0.117291 0.116146 0.16628 0.0943267 0.0966007 0.103647 0.0863755 0.106907 0.092354 0.0882987 0.0541167 0.0454834 0.0428971 0.0391322 0.0370062 0.0317845 0.0313725
threshold=0.043640000000000005 -0.055004999999999991 -0.40676499999999999 0.082475000000000007 0.10921000000000002 -0.063719999999999985 -0.46645999999999993 0.091160000000000005 -0.19153499999999998 -0.09361499999999999 -0.22491499999999998 -0.086804999999999979 -0.082454999999999987 0.021890000000000003 -0.0088849999999999988 0.10228500000000001 0.086995000000000017 0.087850000000000025 -0.031624999999999993 0.50996500000000011 -0.0021099999999999995 0.18622000000000002 0.084835000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 -3 -4 9 -2 -7 8 -8 20 -11 -12 14 15 16 -14 -13 -15 22 -5 -1 -22 -10
right_child=1 2 3 19 -6 6 7 -9 18 10 11 12 13 17 -16 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.013270420922423172 0 0.0056966192756966834 -0.012246487732990748 0.0028044443805281538 0.014835469332361901 0.00040308063858864046 0.017189888452545904 0.0024825137099413132 0.011624833266614929 0.00072731818518570067 -0.00065393307080142678 0.015547917712695486 0.0054607487985456112 0.010582841826161019 0.0052420478147157824 0.010939512697627735 0.0087772345916841341 0.0049708290406010412 0.0035462672967819788 -0.0036893093241146175 0.005961415235938728 0.011521490078449095 0.0061293622034844925
leaf_weight=75 98 56 54 53 59 87 58 101 59 82 53 79 1262 218 75 90 61 52 71 52 68 54 63
leaf_count=75 98 56 54 53 59 87 58 101 59 82 53 79 1262 218 75 90 61 52 71 52 68 54 63
internal_value=0 0.00296704 -0.00178471 -0.00443094 0.00697463 0.00487285 0.00595808 0.00732595 0.00926774 0.00675997 0.00640678 0.00665224 0.00686401 0.00644079 0.0100486 0.00582679 0.0126107 0.00950866 0.00687769 -0.0003944 0.0102864 0.00843716 0.00880173
internal_weight=0 752 215 159 2228 537 439 352 251 2169 1972 1890 1837 1622 215 1352 140 270 193 105 197 122 122
internal_count=2980 752 215 159 2228 537 439 352 251 2169 1972 1890 1837 1622 215 1352 140 270 193 105 197 122 122
is_linear=0
shrinkage=0.16829


Tree=7370
num_leaves=31
num_cat=0
split_feature=1 1 12 2 12 1 12 12 42 12 1 43 49 13 43 160 1429 133 2 133 13 1 42 1 13 43 12 160 1 43
split_gain=14.1762 1.85441 1.93047 1.25038 0.787976 0.683504 0.672549 0.518209 0.511045 0.418694 0.311868 0.282653 0.2788 0.484716 0.271867 0.227848 0.320093 0.258245 0.301535 0.182959 0.180104 0.161651 0.114211 0.144831 0.0998978 0.17846 0.0981348 0.0914548 0.0673582 0.056643
threshold=0.10921500000000002 0.14920500000000003 0.085075000000000026 0.10121500000000001 0.085465000000000013 0.088785000000000017 0.10595000000000002 0.10134500000000002 0.096490000000000006 0.085380000000000011 0.087915000000000007 -0.049364999999999992 -0.032624999999999994 -1.0000000180025095e-35 -0.14595999999999995 0.062030000000000009 0.084770000000000012 0.031880000000000012 0.092320000000000013 0.11524500000000001 0.14953500000000003 0.12545500000000001 -0.063484999999999986 0.090740000000000015 -0.081224999999999978 -0.045139999999999993 0.084065000000000015 0.10488000000000001 0.094715000000000008 -0.077614999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 5 12 14 -4 10 11 28 29 -2 -5 -14 20 16 17 18 -16 -9 -1 -13 -11 -24 -25 -26 -19 -17 -7 -6
right_child=1 -3 6 4 7 9 -8 19 -10 22 -12 21 13 -15 15 27 -18 26 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0014754934121671362 0.00037671183046643429 2.9844877182229892e-05 0.0011140650591601592 0.00061202633602383267 0.001032248976816822 0.00096548680923305751 0.00066219030441071983 0.0010161317036254749 0.00016576391759443794 0.0012543930234466929 0.0014022665830266848 0.0005014010790663977 0.00065811414354404927 0.001085828036593333 0.0012537574631847511 0.0013798654354661767 0.00097660124699363486 0.001225129645301779 0.0010556600352935289 0.00076973785559862715 0.001230135240892086 0.00070323609579442501 0.001215314467219022 0.00091829374243203288 0.001200268918444859 0.00096153238712353188 0.0010917237211370214 0.0012208048341667661 0.00080329385038385357 0.0011773828200800423
leaf_weight=62 94 69 85 58 68 60 63 94 52 55 55 89 53 65 573 84 90 80 101 53 76 88 71 58 74 68 332 88 61 64
leaf_count=62 94 69 85 58 68 60 63 94 52 55 55 89 53 65 573 84 90 80 101 53 76 88 71 58 74 68 332 88 61 64
internal_value=0 0.000535601 0.000609617 0.00112653 0.000980756 0.00116497 0.000921951 0.00107522 0.000466396 0.0010512 0.00119113 0.000523951 0.000801289 0.000894018 0.00119917 0.00118467 0.00116796 0.00118379 0.00122412 0.000927536 0.00134062 0.000601947 0.00111314 0.00108435 0.00103768 0.00108619 0.00111771 0.00129869 0.000884011 0.00110288
internal_weight=0 540 471 2443 510 1933 148 334 323 447 187 271 176 118 1486 1348 1176 1086 674 147 138 177 326 271 200 142 412 172 121 132
internal_count=2983 540 471 2443 510 1933 148 334 323 447 187 271 176 118 1486 1348 1176 1086 674 147 138 177 326 271 200 142 412 172 121 132
is_linear=0
shrinkage=0.0032998


Tree=7371
num_leaves=30
num_cat=0
split_feature=4 3 2 2 4 4 3 43 0 3 13 2 39 48 2 3 52 13 13 2 43 0 51 3 43 43 3 133 3
split_gain=13.0229 5.31432 1.83921 1.54595 1.04356 0.922386 0.810745 0.889348 0.59745 0.446767 0.422479 0.349862 0.316298 0.308904 0.300234 0.293907 0.255218 0.263654 0.180709 0.155881 0.21577 0.143062 0.139728 0.112174 0.0684912 0.256665 0.109184 0.100435 0.0565403
threshold=0.31392000000000003 -0.066229999999999997 0.14744000000000002 0.15205000000000002 0.052250000000000012 -0.029404999999999997 0.11269500000000002 -0.033049999999999989 -0.084154999999999994 -0.15041499999999997 -0.00080499999999999983 0.090885000000000007 0.088850000000000026 0.086410000000000015 0.08647500000000001 0.11878500000000002 1.0000000180025095e-35 -0.071389999999999995 -0.0081349999999999981 0.10060500000000001 -0.012509999999999999 -0.10147999999999999 -1.0000000180025095e-35 -0.08175499999999998 0.0085250000000000031 -1.0000000180025095e-35 -0.07792499999999998 -0.016594999999999995 0.081495000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 12 8 10 7 13 9 -1 -3 18 15 -7 -9 21 17 -6 23 24 -21 -2 -12 -11 25 27 -26 -10 -16
right_child=3 2 -4 -5 16 6 -8 14 19 11 22 -13 -14 -15 28 -17 -18 -19 -20 20 -22 -23 -24 -25 26 -27 -28 -29 -30
leaf_value=0.0015610877970437002 0.00076665053954721985 0.00088040320727010438 0.00032781135036174104 -0.00012707687091993272 0.0006946029091636066 0.00078709229364425906 0.00046186852102849291 0.0012037185951599056 0.0012704231912006611 0.0013337156665081276 0.0012648785546735819 0.0010013448155023004 0.00030041113690380345 0.00046406838214399282 0.00098391076851207684 0.00036089297880290589 0.0010976648843337117 0.00099611044669232519 0.001117301342982559 0.00093886484354762897 0.0011693136371426476 0.00054359668336881426 0.0010463590165943034 0.0012279839959363045 0.0010360964344960295 0.0014047509925674815 0.0012209605108831707 0.0011504433879195261 0.00083334162424813769
leaf_weight=57 59 85 69 54 55 88 65 63 96 353 84 56 73 52 71 58 96 78 71 84 100 71 56 176 97 56 60 548 52
leaf_count=57 59 85 69 54 55 88 65 63 96 353 84 56 73 52 71 58 96 78 71 84 100 71 56 176 97 56 60 548 52
internal_value=0 0.00109026 0.000839502 0.000380628 0.00117686 0.000896761 0.000799537 0.000866756 0.00120429 0.00127834 0.00106556 0.00125371 0.000485806 0.000667364 0.00101665 0.000557606 0.000966577 0.000871692 0.00127721 0.00115354 0.0010643 0.0006451 0.00117772 0.00129861 0.00117266 0.00118734 0.00110697 0.00116838 0.000920542
internal_weight=0 2668 685 315 1983 616 391 326 1754 713 225 656 261 140 186 188 229 133 600 1041 184 130 140 529 857 700 157 644 123
internal_count=2983 2668 685 315 1983 616 391 326 1754 713 225 656 261 140 186 188 229 133 600 1041 184 130 140 529 857 700 157 644 123
is_linear=0
shrinkage=0.0032998


Tree=7372
num_leaves=23
num_cat=0
split_feature=3 11 1374 15 41 159 159 15 132 133 159 160 3 15 15 48 40 16 43 159 160 160
split_gain=0.295488 0.227461 0.227322 0.167569 0.141321 0.147234 0.33033 0.14326 0.108128 0.103142 0.112134 0.0936403 0.108163 0.102556 0.140898 0.112994 0.0987172 0.0963211 0.0756828 0.0568272 0.0797136 0.0502561
threshold=-0.0096849999999999974 0.095930000000000015 0.085820000000000021 0.015700000000000002 0.086260000000000017 0.081780000000000005 0.08925000000000001 -0.039149999999999997 -0.019984999999999996 0.024055000000000003 -0.085534999999999986 -0.0033249999999999994 0.086845000000000019 -0.037394999999999991 -0.2987999999999999 0.090935000000000016 -0.0063949999999999988 -0.087699999999999986 -0.095964999999999981 0.10557000000000001 -0.022899999999999997 -0.49723499999999993
decision_type=2 2 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 8 -1 21 -11 12 -2 14 -13 16 -16 -17 -10 -8 -21 -9
right_child=3 -3 -4 -5 -6 6 19 9 18 10 -12 13 -14 -15 15 17 -18 -19 -20 20 -22 -23
leaf_value=-0.00094620873881464665 -0.00054001932917953181 -0.0034750120911377193 0.018780374350679193 0.0098836113304068621 0.01611857904422178 -0.0059133497406730923 0.010526693445895951 0.015176161972385941 0.010235194584763255 0.013567341734068535 0.0060568904485354827 -0.0044110568650285497 0.0088912807845678375 -0.005378989911411395 0.0024110454701956005 -0.0043727859249393965 0.012441070951764088 0.0055600738572784813 0.0054639122099487975 0.00039006318417731187 0.0082085002457651952 0.0097369279531617538
leaf_weight=61 52 52 52 94 53 74 83 53 121 65 447 73 100 65 52 59 61 52 446 63 91 714
leaf_count=61 52 52 52 94 53 74 83 53 121 65 447 73 100 65 52 59 61 52 446 63 91 714
internal_value=0 0.007509 0.00775565 0.00334519 0.00750242 0.00729572 0.00388898 0.00785036 0.00576058 0.00887506 0.00701387 0.00214595 0.00565296 0.000668428 0.00199799 0.00409467 0.00784138 0.00026426 0.00648529 0.0069572 0.00502172 0.0101151
internal_weight=0 2375 2323 608 2271 2218 311 1907 628 1279 512 514 152 362 297 224 113 111 567 237 154 767
internal_count=2983 2375 2323 608 2271 2218 311 1907 628 1279 512 514 152 362 297 224 113 111 567 237 154 767
is_linear=0
shrinkage=0.16829


Tree=7373
num_leaves=30
num_cat=0
split_feature=1 2 12 12 150 12 2 12 49 0 51 2 2 12 52 0 1 2 0 49 0 1 0 51 13 49 3 12 3
split_gain=10.8457 2.22324 1.48601 0.939189 0.636014 0.519381 0.436361 0.386154 0.26348 0.244719 0.262682 0.296619 0.245884 0.236744 0.227232 0.529265 0.213354 0.194721 0.209791 0.161301 0.159653 0.159434 0.120069 0.10765 0.0998614 0.0977444 0.09448 0.0816991 0.0746565
threshold=0.10921500000000002 0.14744000000000002 0.085075000000000026 0.056995000000000011 1.0000000180025095e-35 0.10595000000000002 0.10859000000000001 0.10082000000000001 -0.082254999999999981 0.10923000000000001 -0.09021499999999999 0.091105000000000005 0.087750000000000009 -0.083219999999999988 -0.043914999999999989 -0.099704999999999974 0.090795000000000015 -1.0000000180025095e-35 -0.074504999999999988 0.10470500000000001 -0.094479999999999995 0.14684500000000003 -0.10028499999999999 -0.025499999999999998 -0.081224999999999978 0.059130000000000009 -0.082204999999999986 0.10830500000000001 0.12168500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 6 -4 13 9 -6 10 11 -5 16 -1 -15 -16 22 -2 28 25 26 -3 -12 -22 -18 27 -14 -9 -19
right_child=1 21 5 7 8 -7 -8 19 -10 -11 12 -13 20 14 15 -17 24 18 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00083995178495410749 0.00034472199210352524 0.00021193433242189637 0.0010596233698172372 0.00073250004482046892 0.00084338897361985752 0.0006553135844418129 0.00071732317937633103 0.0010160889669366159 0.00053489828413839978 0.0012656518477790024 0.0012838856586009676 0.001069973068336201 0.0010037695024456257 0.001216674802862213 0.00075348729319863925 0.0012183318183016463 0.00088756523658397701 0.00035538221921034113 0.00067433065763131052 0.00078228724220225966 0.0011859327891574208 -3.8878350903644842e-05 0.0011226863368247197 0.0010298741542613798 0.0010600023733034788 0.0011116979474139479 0.00080257703691449496 0.00087743394229590694 0.00052082694759328547
leaf_weight=59 88 55 82 55 58 61 64 98 65 70 58 61 55 81 55 53 56 54 73 57 58 55 672 434 128 52 53 101 72
leaf_count=59 88 55 82 55 58 61 64 98 65 70 58 61 55 81 55 53 56 54 73 57 58 55 672 434 128 52 53 101 72
internal_value=0 0.000505202 0.000612305 0.0010221 0.000882589 0.000887402 0.000962086 0.00105231 0.000680652 0.00107194 0.0010636 0.000910268 0.00107532 0.00102511 0.00108272 0.000981932 0.00110985 0.000475113 0.000532597 0.000943837 0.00102267 8.62077e-05 0.00113554 0.00104834 0.00100771 0.000980384 0.000905362 0.000945893 0.000450202
internal_weight=0 540 430 2443 435 143 312 2008 123 1700 1630 116 1514 248 189 108 914 287 199 308 600 110 730 492 184 251 108 199 126
internal_count=2983 540 430 2443 435 143 312 2008 123 1700 1630 116 1514 248 189 108 914 287 199 308 600 110 730 492 184 251 108 199 126
is_linear=0
shrinkage=0.0032998


Tree=7374
num_leaves=22
num_cat=0
split_feature=4 160 1 1453 51 4 13 48 403 43 1 41 133 1 4 0 51 448 133 12 4
split_gain=0.661729 0.247335 0.213819 0.197987 0.161454 0.144389 0.135718 0.129419 0.119192 0.12251 0.137633 0.108305 0.100952 0.092182 0.0916135 0.088509 0.082993 0.0825621 0.0659753 0.0566247 0.0424499
threshold=0.05309500000000001 0.085065000000000016 0.14920500000000003 -0.077819999999999986 0.096130000000000007 -0.040394999999999993 -0.0023899999999999993 0.12174000000000001 -0.020949999999999996 -0.078624999999999987 0.12200500000000002 0.075585000000000013 -0.14785999999999996 0.093390000000000015 -0.079814999999999983 -0.22745499999999999 0.087425000000000017 -0.049729999999999989 0.085835000000000009 0.089085000000000011 -0.064609999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 -1 11 19 -7 8 -2 18 13 12 14 -11 -5 -14 17 -17 -10 -6 -16
right_child=1 -3 -4 4 5 6 -8 -9 9 10 -12 -13 15 -15 20 16 -18 -19 -20 -21 -22
leaf_value=0.016554324871531748 -0.005081809760802275 0.0094084201560037835 -0.0098383169659151601 0.016608935509072571 0.0038800046920248266 0.0041132997040904239 -0.006717175283762325 -0.006533807239974568 -0.0048945467221447794 0.0031376806805990137 -0.00046055674170340398 0.014493882598380697 0.00031192736896211844 0.010190172434954769 0.004943229982325225 0.013351389369932238 0.012899448003570483 0.0069021467549070532 0.0028846738991337509 0.011727040359161481 0.011570493936360544
leaf_weight=68 56 100 53 63 53 77 57 53 67 91 93 67 52 127 52 59 75 1549 57 53 61
leaf_count=68 56 100 53 63 53 77 57 53 67 91 93 67 52 127 52 59 75 1549 57 53 61
internal_value=0 0.00166182 0.000361218 0.00758872 0.00731304 0.0031784 -0.000480286 0.00135823 0.00221377 0.00315711 0.00494164 0.00781381 0.00757866 0.00725448 0.0114364 0.0071863 0.00739763 0.0071399 -0.00130413 0.00782047 0.00853668
internal_weight=0 697 597 2286 2218 240 134 544 491 435 311 1978 1911 218 176 1735 1683 1608 124 106 113
internal_count=2983 697 597 2286 2218 240 134 544 491 435 311 1978 1911 218 176 1735 1683 1608 124 106 113
is_linear=0
shrinkage=0.16829


Tree=7375
num_leaves=22
num_cat=0
split_feature=2 4 39 2 15 4 3 15 3 0 2 3 10 43 0 43 4 4 0 3 2
split_gain=4.19322 2.52972 0.884608 0.701398 0.561317 0.727436 0.313494 0.228941 0.252373 0.294543 0.191243 0.182489 0.167978 0.164179 0.144574 0.136335 0.107016 0.112749 0.0909011 0.0898633 0.0843954
threshold=0.14253500000000002 0.31392000000000003 0.084475000000000008 0.25063000000000007 0.021950000000000001 -0.14345499999999997 0.11391500000000002 -0.13513499999999998 -0.092109999999999984 0.064400000000000013 0.094985000000000014 -0.046079999999999989 0.057650000000000007 -0.0068849999999999996 -0.086274999999999977 0.065040000000000014 -0.057674999999999997 -0.081664999999999988 -0.095724999999999991 -0.082714999999999997 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 2 4 -2 6 -6 7 18 9 -9 -4 -10 13 -3 15 19 17 -16 -1 -7 -15
right_child=3 12 10 -5 5 14 -8 8 11 -11 -12 -13 -14 20 16 -17 -18 -19 -20 -21 -22
leaf_value=0.00099702545065681798 0.0003804012470402054 0.0003575028983942463 0.0006763744900520651 -7.7969647133570579e-05 0.0011962969692446025 0.00090884763354101583 0.00055988207370098373 0.00055727337357835873 0.00081792711078325202 0.00080757578570813033 0.00045880393391520345 0.00069682717881175361 0.00028139725205720293 0.00065878776122580698 0.00079301705436337483 0.00079136373222567116 0.00070716084553072798 0.00088123674092615114 0.00082147628803625177 0.0010686690901772857 0.00047615343489234668
leaf_weight=71 103 65 99 56 72 101 73 121 683 91 82 175 55 57 299 64 75 370 66 69 58
leaf_count=71 103 65 99 56 72 101 73 121 683 91 82 175 55 57 299 64 75 370 66 69 58
internal_value=0 0.000770226 0.000800883 0.000218741 0.000818182 0.000874982 0.000771561 0.000784334 0.000767864 0.000664881 0.000578001 0.000793268 0.000442502 0.000491533 0.00085129 0.000924143 0.00082833 0.000841861 0.000912711 0.000973924 0.000566983
internal_weight=0 2746 2511 159 2330 1050 1280 1207 1070 212 181 858 235 180 978 234 744 669 137 170 115
internal_count=2905 2746 2511 159 2330 1050 1280 1207 1070 212 181 858 235 180 978 234 744 669 137 170 115
is_linear=0
shrinkage=0.0032998


Tree=7376
num_leaves=12
num_cat=0
split_feature=2 11 1211 1211 0 448 49 12 4 12 1211
split_gain=0.253691 0.15857 0.13772 0.182806 0.109818 0.121611 0.136547 0.0941403 0.245854 0.117649 0.0798708
threshold=0.25063000000000007 0.093525000000000011 1.0000000180025095e-35 0.091735000000000011 -0.23395499999999997 -0.070124999999999979 0.13022500000000004 0.083865000000000009 -0.17568999999999999 0.084305000000000005 0.11780000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -6 7 8 -7 -9 -5
right_child=-2 -3 3 10 5 6 -8 9 -10 -11 -12
leaf_value=0.012859189138858631 -0.0051953815024472424 -0.001665134784625637 0.01863852805148903 0.0033802310226017586 0.012450409485960032 0.012100898644733462 -0.00032086909186772094 0.014089152855672648 0.0030904145636601607 0.0064077442583696711 0.012163875545174134
leaf_weight=67 56 70 59 69 79 100 101 59 612 1581 52
leaf_count=67 56 70 59 69 79 100 101 59 612 1581 52
internal_value=0 0.00622524 0.00642464 0.010939 0.00611129 0.00593203 0.00572137 0.0059816 0.00435846 0.00668518 0.00716987
internal_weight=0 2849 2779 180 2599 2532 2453 2352 712 1640 121
internal_count=2905 2849 2779 180 2599 2532 2453 2352 712 1640 121
is_linear=0
shrinkage=0.16829


Tree=7377
num_leaves=24
num_cat=0
split_feature=1 52 15 2 124 15 2 15 15 0 43 4 15 160 159 43 15 4 52 4 51 0 2
split_gain=23.0126 5.06809 1.91717 1.51936 1.14276 1.02439 0.765602 0.629019 0.995535 0.565 0.448636 0.49919 0.981295 1.0172 0.378124 0.360795 0.353071 0.316843 0.243155 0.166587 0.13158 0.114239 0.107958
threshold=0.10378000000000001 -0.24841999999999997 -0.26361999999999991 1.0000000180025095e-35 -0.080429999999999988 -0.43091499999999999 -1.0000000180025095e-35 0.015700000000000002 0.083185000000000023 -0.13165999999999997 -0.15615999999999999 -0.50231999999999988 -0.0080049999999999982 -1.0000000180025095e-35 0.10575500000000002 -0.07409499999999998 -0.12272499999999999 -0.057674999999999997 -0.064364999999999992 -0.088484999999999994 -0.025499999999999998 -0.086274999999999977 0.12173500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 5 6 -1 14 -4 10 -9 -10 -6 -12 15 -14 -3 20 -17 19 -5 -11 -13 -21 -20
right_child=1 2 3 18 7 -7 -8 8 9 17 11 12 13 -15 -16 16 -18 -19 22 21 -22 -23 -24
leaf_value=0.0010714258466462628 0.0014729621594972051 0.00069092555436074741 0.0007585676576746202 0.00046129044873997297 0.0011507557006337713 3.7931395241301716e-05 0.0012488153635182482 0.0019696760184844892 0.001837069090671211 0.0013682638803960124 0.0016957461857051192 0.0015867179393108518 0.00080034325621581876 0.0013884611517444756 0.0003523915099422827 0.0015508539213467511 0.0013113091803744971 0.0012982930070930317 0.00080840780920581968 0.0016118390636771988 0.0014691957618413493 0.0015011132746619942 0.00062302460173825072
leaf_weight=83 93 82 59 75 68 63 86 53 53 92 73 174 55 78 65 92 271 93 57 135 310 600 95
leaf_count=83 93 82 59 75 68 63 86 53 53 92 73 174 55 78 65 92 271 93 57 135 310 600 95
internal_value=0 0.000757386 0.00064298 0.000785371 0.00145292 0.000390578 0.00104958 0.00146765 0.00152712 0.00150297 0.00141319 0.00143011 0.00141028 0.00114552 0.000541473 0.00145182 0.00137212 0.00148369 0.000616449 0.00150449 0.00151152 0.0015215 0.000692775
internal_weight=0 675 582 372 2230 210 145 2147 1026 973 1121 1053 980 133 147 847 363 920 227 827 484 735 152
internal_count=2905 675 582 372 2230 210 145 2147 1026 973 1121 1053 980 133 147 847 363 920 227 827 484 735 152
is_linear=0
shrinkage=0.0032998


Tree=7378
num_leaves=29
num_cat=0
split_feature=1 0 3 16 1 0 16 156 0 42 1453 50 16 42 133 0 43 0 160 3 160 50 401 0 3 42 394 0
split_gain=0.261071 0.174725 0.16461 0.179705 0.216759 0.192567 0.143602 0.135439 0.183631 0.132904 0.126589 0.121678 0.117641 0.176408 0.315804 0.109155 0.16643 0.231783 0.104414 0.0896866 0.0704654 0.0785528 0.0657314 0.0574095 0.0525157 0.0658385 0.0397833 0.0216403
threshold=0.10921500000000002 -0.14920999999999998 -0.096949999999999995 0.066010000000000013 0.078320000000000015 -0.068669999999999995 -0.088604999999999975 0.089695000000000011 0.019150000000000004 -1.0000000180025095e-35 -0.014859999999999998 -0.11980499999999998 -0.14006999999999997 0.082115000000000007 -0.0082649999999999998 -0.12851999999999997 -0.073079999999999992 -0.073374999999999982 -0.015684999999999994 0.088880000000000015 -0.072884999999999991 0.10616500000000001 0.090845000000000023 -0.062714999999999979 -0.080654999999999991 0.086205000000000018 -0.0034949999999999994 -0.15445999999999996
decision_type=2 2 2 2 2 2 2 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 5 -5 9 12 8 15 -3 -8 -12 24 26 -15 27 23 -18 -1 -20 21 -13 -22 -17 -4 -26 -14 -2
right_child=7 2 6 4 -6 -7 10 -9 -10 -11 11 20 13 14 -16 16 17 -19 19 -21 22 -23 -24 -25 25 -27 -28 -29
leaf_value=0.0055095550431870643 0.00067710317197912883 0.0067283374713068981 0.002353604660624765 -0.00038799960615947958 0.013880215657090404 -0.0091509746697178811 -0.00062043736890244011 0.0089247798243652452 -0.0071811904257861525 -0.0037363182081495781 0.014469340493696876 0.0093390187894420336 0.010528846221433052 0.0090350424468140112 0.025316381226765092 -0.0028729824243437516 0.017675016920552244 0.0034391157269769751 0.018634401349109393 0.0097005669274307319 0.0049142775104369148 0.0021792464561170943 0.0095398858808478735 0.0042180238539899087 0.012753711584012192 0.0043705645395876978 0.0045743935898609703 -0.003717820594167239
leaf_weight=55 72 91 66 52 71 52 75 82 60 55 52 285 60 80 59 70 52 87 67 63 854 52 98 60 52 56 71 56
leaf_count=55 72 91 66 52 71 52 75 82 60 55 52 285 60 80 59 70 52 87 67 63 854 52 98 60 52 56 71 56
internal_value=0 0.00673257 0.00630958 0.00278086 0.00783352 -0.000348836 0.00691761 0.00262261 0.00148787 0.00277387 0.00608609 0.00646252 0.00956542 0.0117718 0.0159588 0.00280259 0.0047289 0.0087777 0.0117095 0.0143187 0.00613812 0.00823958 0.00539233 0.00038597 0.00613147 0.00842353 0.00731534 -0.00123164
internal_weight=0 2366 2181 321 123 198 1860 539 457 146 1416 1341 444 270 139 397 269 139 185 130 1289 337 952 130 174 108 131 128
internal_count=2905 2366 2181 321 123 198 1860 539 457 146 1416 1341 444 270 139 397 269 139 185 130 1289 337 952 130 174 108 131 128
is_linear=0
shrinkage=0.16829


Tree=7379
num_leaves=22
num_cat=0
split_feature=2 15 15 3 3 0 13 402 13 0 3 4 4 150 3 13 13 148 2 159 2
split_gain=0.176184 0.108742 0.316801 0.146676 0.13625 0.288949 0.108409 0.111522 0.106435 0.0950749 0.154143 0.175979 0.456387 0.100622 0.0721088 0.0666501 0.0914371 0.0548123 0.050462 0.11925 0.104686
threshold=0.25063000000000007 0.021950000000000001 0.080895000000000009 -0.11151499999999999 -0.23098999999999997 -0.062109999999999992 0.060680000000000005 0.12629000000000004 0.15867500000000004 -0.23803499999999997 -0.024819999999999998 -0.15615999999999999 -0.011369999999999998 0.08882000000000001 -0.013714999999999998 -0.095139999999999988 -0.088854999999999976 -0.0084749999999999982 0.089745000000000005 0.03981500000000001 0.088555000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 7 14 -8 -5 17 -12 -13 -14 15 -4 -17 -11 20 -20 -19
right_child=-2 2 6 9 5 -7 8 -9 -10 10 11 12 13 -15 -16 16 -18 18 19 -21 -22
leaf_value=0.005233973790602627 -0.0043633910480839278 0.019173499633921703 0.00044784986833030864 0.01164304883748315 0.0039858240129218543 -0.011261731539823239 -0.0045742090280773478 0.013883323383987114 0.0055123406903353047 0.011337197477846042 0.0090835232223504293 -0.011264321031085447 0.0046994293636429254 -0.0024963631905761275 0.01173551764630924 0.011972035283684623 0.0054296606196265551 0.0054415726023605655 0.0056139360857707758 0.013005757292853444 -0.0021103590709798188
leaf_weight=100 56 53 67 58 78 64 53 54 67 52 92 72 301 67 58 67 682 418 309 78 59
leaf_count=100 56 53 67 58 78 64 53 54 67 52 92 72 301 67 58 67 682 418 309 78 59
internal_value=0 0.00515131 0.00646466 0.00432306 0.000469177 -0.00287366 0.00582023 0.00643611 0.00104248 0.00494115 0.00467146 0.00238746 0.00098329 0.00338444 0.00597393 0.0055622 0.00601729 0.00599601 0.00567247 0.0071084 0.00450371
internal_weight=0 2849 1101 1748 242 142 1048 928 120 1506 1448 532 440 368 874 816 749 916 864 387 477
internal_count=2905 2849 1101 1748 242 142 1048 928 120 1506 1448 532 440 368 874 816 749 916 864 387 477
is_linear=0
shrinkage=0.16829


Tree=7380
num_leaves=19
num_cat=0
split_feature=1 3 123 3 14 0 52 1 51 49 1 47 148 51 51 40 1 42
split_gain=17.8495 3.53258 1.92951 0.932629 0.934365 0.68119 0.619708 0.612492 0.572607 0.598181 0.853014 0.541815 0.288472 0.25884 0.292701 0.208982 0.200845 0.062795
threshold=0.10575500000000002 -0.053364999999999996 1.0000000180025095e-35 0.10766000000000002 0.076450000000000004 0.12583000000000003 -0.26876499999999998 0.13654500000000003 -0.42049999999999993 -0.026279999999999998 0.085780000000000009 0.086165000000000005 -0.043434999999999994 0.097385000000000013 -0.031924999999999995 -1.0000000180025095e-35 0.11366000000000001 0.086855000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 5 8 -2 13 -1 10 -10 17 -11 14 -3 -9 -16 -8
right_child=1 7 -4 -5 -6 -7 11 15 9 12 -12 -13 -14 -15 16 -17 -18 -19
leaf_value=0.0014175286637031815 0.0017582848560507498 0.0011711401776352539 0.0012846401493395851 0.001310885067639036 0.0020919158689665178 0.0013703662345930687 0.0012913067182693516 0.00060012346539469407 0.0017476884617443256 0.0015401682963621592 0.0012830740430442339 0.0016188815619076103 0.0017922595789880791 0.0012333601295335965 0.0010347057474322065 0.00085598923245872028 0.00079323359089230911 0.0011193612132832627
leaf_weight=54 54 59 102 52 90 52 52 58 128 53 66 53 1709 52 67 92 91 52
leaf_count=54 54 59 102 52 90 52 52 58 128 53 66 53 1709 52 67 92 91 52
internal_value=0 0.00110273 0.00172964 0.00175022 0.00176082 0.00174635 0.00145123 0.00092715 0.00175606 0.00176539 0.00158981 0.00134539 0.0017847 0.00102174 0.000970863 0.000757289 0.000895853 0.00120567
internal_weight=0 630 2306 2204 2152 2062 211 419 2010 1956 194 157 1762 269 217 150 158 104
internal_count=2936 630 2306 2204 2152 2062 211 419 2010 1956 194 157 1762 269 217 150 158 104
is_linear=0
shrinkage=0.0032998


Tree=7381
num_leaves=12
num_cat=0
split_feature=1 40 158 40 0 51 400 454 0 1 2
split_gain=0.164062 0.187788 0.142181 0.115718 0.120679 0.118606 0.0925864 0.0869047 0.0781419 0.0413839 0.0300826
threshold=0.13707500000000003 -0.094259999999999997 -0.45783499999999994 0.083905000000000007 0.13304000000000002 0.10731500000000001 1.0000000180025095e-35 -0.065774999999999986 -0.092134999999999981 0.081540000000000015 0.14253500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 -4 -2 -7 -10
right_child=8 2 3 -5 -6 9 -8 -9 10 -11 -12
leaf_value=0.014679304894282839 -0.0057489833139660494 -0.0033751492198236558 0.010894428089141256 -0.0027927626122526829 0.012805997752426253 0.006171511185695931 0.010557559747112233 0.0041618135235223126 -0.00076090927033975128 0.011538903449002845 0.0048588828120958022
leaf_weight=54 56 61 56 55 55 76 70 2253 54 93 53
leaf_count=54 56 61 56 55 55 76 70 2253 54 93 53
internal_value=0 0.00483684 0.0046407 0.00482534 0.004987 0.00481751 0.00450999 0.00432588 -0.000647309 0.0091358 0.00200594
internal_weight=0 2773 2719 2658 2603 2548 2379 2309 163 169 107
internal_count=2936 2773 2719 2658 2603 2548 2379 2309 163 169 107
is_linear=0
shrinkage=0.16829


Tree=7382
num_leaves=21
num_cat=0
split_feature=158 49 15 16 16 13 12 15 1429 1429 15 15 12 12 483 1447 12 13 47 12
split_gain=0.0956289 0.0884407 0.12798 0.125418 0.0947632 0.0974018 0.0769495 0.146816 0.117366 0.104117 0.111519 0.166768 0.114146 0.0913862 0.0734272 0.0555741 0.0583912 0.0884978 0.0775808 0.0344366
threshold=-0.45783499999999994 -0.022974999999999999 -0.094489999999999977 0.0054050000000000009 -0.53242499999999993 -0.08811999999999999 0.085465000000000013 0.08759500000000002 -0.068264999999999978 0.083960000000000021 -0.26361999999999991 -0.45775499999999997 0.084775000000000003 0.08598500000000002 0.083960000000000021 -0.079709999999999989 0.096510000000000012 0.032645000000000007 0.096175000000000024 0.083175000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 -6 7 9 -8 10 11 -3 14 -10 -12 -15 17 -17 -18 -7
right_child=1 6 3 -5 5 19 8 -9 13 -11 12 -13 -14 15 -16 16 18 -19 -20 -21
leaf_value=-0.0028071460248641419 -0.0054991655430024324 0.004855744146793824 -0.0015438994909070403 -0.0021603221839049964 0.001235532214520438 0.011237852919681731 -0.0024405015295011811 -0.004565722404084119 0.011276175694935378 -0.0016510253867916267 0.0056306855814197932 -0.0060633690719389529 -0.0010429003339533624 0.0093266701256868815 0.012346390834066677 0.0045240725829130569 0.0071431974395817681 -0.0010064051284965788 0.00062148113589018008 0.0060742369420624838
leaf_weight=61 60 99 55 103 75 76 57 66 70 92 450 66 67 81 52 779 401 91 60 75
leaf_count=61 60 99 55 103 75 76 57 66 70 92 450 66 67 81 52 779 401 91 60 75
internal_value=0 0.00390958 0.00171877 0.00285126 0.00469463 0.00622081 0.00430897 0.00306015 0.00503162 0.00367166 0.00434126 0.00047721 0.00545861 0.00532022 0.00632992 0.00502368 0.00476046 0.00394353 0.00629828 0.00868504
internal_weight=0 2875 444 384 281 226 2431 892 1539 826 734 165 569 1482 502 1412 1331 870 461 151
internal_count=2936 2875 444 384 281 226 2431 892 1539 826 734 165 569 1482 502 1412 1331 870 461 151
is_linear=0
shrinkage=0.16829


Tree=7383
num_leaves=21
num_cat=0
split_feature=4 2 12 2 12 2 0 2 4 0 13 43 0 4 52 150 160 52 16 13
split_gain=4.32526 1.49619 0.770075 0.271365 0.452046 0.265981 0.2627 0.340098 0.217607 0.280952 0.170901 0.156645 0.227116 0.172001 0.143766 0.117104 0.136639 0.1089 0.0471657 0.0377322
threshold=0.31392000000000003 0.13388500000000003 -1.0000000180025095e-35 0.11218000000000002 0.092165000000000011 -0.14339499999999997 -0.058589999999999996 0.095105000000000009 0.046185000000000004 -0.11214999999999999 -0.14847499999999997 -0.11248999999999999 -0.07700499999999999 -0.50393499999999991 -0.055844999999999992 0.081245000000000026 -0.075199999999999975 1.0000000180025095e-35 -0.47730499999999992 -0.064249999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 8 -5 -2 7 -1 10 -10 -4 12 -12 -13 -3 16 -7 -11 -18 -6
right_child=5 14 3 4 19 15 -8 -9 9 17 11 13 -14 -15 -16 -17 18 -19 -20 -21
leaf_value=0.00068804580423762352 0.00043571404185012544 0.0001658394530606627 0.0008656775350786483 0.000295369566568515 0.00072627933354165331 0.00027369599332878827 0.00027147244286272531 0.00040068384945728564 0.00075324210058732406 0.00043976251903671097 0.00066903739304231206 0.00086794014454733915 0.00041446676018668438 0.00069363777356257086 0.00039209904676613038 0.00031715713937816373 0.0001622855724509735 0.00062753320747757104 3.8257504046342658e-05 0.00060206868218823687
leaf_weight=85 56 60 64 54 56 64 54 97 75 100 145 66 53 1530 64 57 57 53 83 63
leaf_count=85 56 60 64 54 56 64 54 97 75 100 145 66 53 1530 64 57 57 53 83 63
internal_value=0 0.000637187 0.000654781 0.000673556 0.00054695 0.000228899 0.000474916 0.000535085 0.000684039 0.000586838 0.000695948 0.000689873 0.000601073 0.000700868 0.000282903 0.00018439 0.000147121 0.000505038 8.90063e-05 0.000660817
internal_weight=0 2619 2495 2259 173 317 236 182 2086 228 1858 1794 198 1596 124 261 204 153 140 119
internal_count=2936 2619 2495 2259 173 317 236 182 2086 228 1858 1794 198 1596 124 261 204 153 140 119
is_linear=0
shrinkage=0.0032998


Tree=7384
num_leaves=28
num_cat=0
split_feature=4 2 1 150 1 49 1 4 52 49 0 49 15 42 456 2 2 474 42 4 4 4 15 43 43 157 15
split_gain=6.32776 2.02608 0.655797 0.643196 0.404204 0.398442 0.278635 0.273573 0.398473 0.292104 0.277774 0.164973 0.133941 0.130652 0.130191 0.127275 0.268137 0.154794 0.113292 0.0986647 0.36434 0.083492 0.0793487 0.057874 0.044084 0.0247944 0.0223864
threshold=0.31392000000000003 0.13631000000000001 0.094385000000000011 1.0000000180025095e-35 0.12895500000000001 0.0026050000000000001 0.12466500000000001 0.018150000000000003 -0.037619999999999994 0.082820000000000019 -0.11214999999999999 -0.08428999999999999 -0.47129499999999996 0.085245000000000015 0.08542000000000001 0.096435000000000007 0.10457000000000001 0.084710000000000021 0.086855000000000016 -0.22295999999999996 -0.072004999999999986 0.05309500000000001 -0.19153499999999998 -0.082204999999999986 -0.069134999999999988 -0.067174999999999985 -0.093399999999999997
decision_type=2 2 2 2 2 2 2 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 18 19 -3 9 -9 14 -10 -5 -6 23 15 17 -17 -1 22 -4 -21 -22 -2 -11 -12 -16 -25
right_child=4 6 3 11 12 -7 -8 8 10 13 24 -13 -14 -15 25 16 -18 -19 -20 20 21 -23 -24 26 -26 -27 -28
leaf_value=0.0008169765084748091 0.0005374197010726276 0.00050386591320823976 0.00088044788965838637 0.00059654887700310818 0.00027077958448939559 0.00047468050849024503 0.00017554036155348736 0.0004860906446027818 0.00091701285797357547 0.0010334718631120989 0.00073837400014246327 0.00034627634087981652 6.7017259663032963e-05 0.00081380942284946223 0.00096765848134379147 0.00057769254438371452 0.00084291702120186784 0.00067200174475745371 0.00026285216547120271 0.00050616676178656846 0.00086889615356839831 0.00073069706966424344 0.00035273025377814752 0.00096257159144842947 0.00060464367359835773 0.00085629456609299449 0.00085739620242581294
leaf_weight=1050 52 53 83 53 56 55 61 67 92 87 60 65 96 94 56 87 82 90 60 55 119 88 53 60 58 52 52
leaf_count=1050 52 53 83 53 56 55 61 67 92 87 60 65 96 94 56 87 82 90 60 55 119 88 53 60 58 52 52
internal_value=0 0.000759256 0.000778845 0.000673861 0.000265457 0.000737162 0.000328492 0.000806196 0.000709064 0.00082191 0.000780035 0.000458985 0.000142319 0.000917593 0.0008021 0.000792811 0.00070659 0.000805562 0.000378679 0.000778904 0.000746602 0.000810315 0.000444531 0.000966439 0.000672941 0.000914365 0.000914055
internal_weight=0 2619 2505 518 317 400 114 1987 277 1710 210 118 152 293 1417 1309 169 1140 165 345 262 207 105 199 118 108 112
internal_count=2936 2619 2505 518 317 400 114 1987 277 1710 210 118 152 293 1417 1309 169 1140 165 345 262 207 105 199 118 108 112
is_linear=0
shrinkage=0.0032998


Tree=7385
num_leaves=23
num_cat=0
split_feature=1 9 13 1456 3 15 11 3 0 52 1 0 13 51 1456 457 13 13 0 13 3 13
split_gain=0.302534 0.148762 0.140494 0.128564 0.139875 0.198922 0.217393 0.179092 0.121986 0.10989 0.158406 0.214649 0.14198 0.119584 0.0980048 0.0770991 0.0492384 0.0858484 0.115081 0.0561006 0.0478267 0.0186945
threshold=0.13662500000000002 -1.0000000180025095e-35 0.0024700000000000004 -0.069944999999999993 -0.12711499999999995 0.043560000000000008 0.079225000000000004 -0.23098999999999997 -0.084114999999999981 0.10523 0.095435000000000006 -0.14755499999999996 -0.10373499999999998 -0.088764999999999983 -0.086239999999999983 0.084485000000000018 -0.035924999999999992 -0.075449999999999975 -0.080134999999999998 0.0051600000000000005 0.28833000000000003 -0.076349999999999987
decision_type=2 2 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 8 5 6 -5 -8 14 10 11 -6 -13 -12 -3 -15 17 18 -11 -18 -2 -10
right_child=2 3 -4 4 9 -7 7 -9 21 16 13 12 -14 15 -16 -17 19 -19 -20 -21 -22 -23
leaf_value=-0.0026313003377603445 0.0044827979709463599 0.0085241741760761144 -0.0092146750316426558 0.013256630065689529 0.013886777875584035 0.016798114389046659 0.0080595803118795814 -0.0043773626877477876 0.002574635113166435 0.0049689095819421642 0.0076959320934273613 -0.0037386502287136791 0.0046799607876554282 0.00081528967163506762 0.018144575608684474 -0.0059874919289028029 0.014133804602062337 0.000362712547330408 0.014191049536099931 0.0062995866319160085 -0.0021725469995149695 0.0071397927222799171
leaf_weight=68 60 70 54 75 70 64 66 65 52 130 61 59 1343 252 54 58 54 60 55 52 62 53
leaf_count=68 60 70 54 75 70 64 66 65 52 130 61 59 1343 252 54 58 54 60 55 52 62 53
internal_value=0 0.00512485 -0.00206433 0.00532136 0.00496528 0.00858714 0.00602743 0.00187486 0.00914489 0.00451874 0.0039968 0.00478035 0.0043244 0.000883101 0.0127282 -0.000451693 0.00725419 0.0059258 0.00772034 0.0103076 0.00108585 0.00489606
internal_weight=0 2761 176 2693 2464 270 206 131 229 2194 1843 1472 1402 371 124 310 351 245 185 106 122 105
internal_count=2937 2761 176 2693 2464 270 206 131 229 2194 1843 1472 1402 371 124 310 351 245 185 106 122 105
is_linear=0
shrinkage=0.16829


Tree=7386
num_leaves=12
num_cat=0
split_feature=1 157 1374 9 157 447 13 151 457 4 0
split_gain=0.209443 0.116676 0.126206 0.107207 0.114045 0.110458 0.097166 0.0962792 0.109177 0.091572 0.0302453
threshold=0.13662500000000002 0.17142500000000002 0.086000000000000007 -1.0000000180025095e-35 0.085650000000000018 0.085135000000000016 0.0024700000000000004 0.085445000000000007 0.086205000000000018 -0.0026499999999999996 -0.068189999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 10 8 -5 -7 -2
right_child=6 -3 -4 4 -6 9 -8 -9 -10 -11 -12
leaf_value=-0.0023737472118987098 0.0032332424246163736 -0.0027102652266200924 0.011834762512565183 0.0040722390943357164 0.01140393700683274 0.003802034355312948 -0.0076639394394048231 0.010747833127858899 0.010097981120268919 -0.0058175047420027494 -0.0021022648181247628
leaf_weight=67 69 66 64 2230 65 57 54 68 89 55 53
leaf_count=67 69 66 64 2230 65 57 54 68 89 55 53
internal_value=0 0.00426359 0.00443505 0.00425436 0.00442826 0.0042461 -0.00171693 0.00448859 0.00430427 -0.000905806 0.000900632
internal_weight=0 2761 2695 2631 2564 2499 176 2387 2319 112 122
internal_count=2937 2761 2695 2631 2564 2499 176 2387 2319 112 122
is_linear=0
shrinkage=0.16829


Tree=7387
num_leaves=26
num_cat=0
split_feature=1 3 1 12 14 0 1 0 48 12 12 12 12 12 15 16 12 0 3 1 402 3 3 12 1213
split_gain=9.59715 1.82489 0.452277 0.410816 0.477013 0.453817 1.13131 0.375021 0.347291 0.315947 0.506088 0.294971 0.235414 0.200295 0.17538 0.171071 0.168353 0.1477 0.142702 0.122459 0.104945 0.0871198 0.08629 0.0844966 0.0798658
threshold=0.10398500000000001 -0.063264999999999988 0.13612500000000002 0.11697000000000002 0.073890000000000011 -0.099704999999999974 0.089895000000000017 -0.077614999999999976 0.092825000000000005 0.10700500000000002 0.089585000000000012 -1.0000000180025095e-35 0.08598500000000002 0.085425000000000015 -0.11739999999999999 -0.019749999999999993 0.083815000000000014 -0.06563999999999999 0.11995000000000001 0.11392000000000001 0.086970000000000006 -0.034509999999999992 -0.09738999999999999 0.10082000000000001 0.063945000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 11 4 5 6 14 12 20 10 -2 15 13 16 -1 -3 -7 -4 -13 -12 23 -16 -14 -9 -24
right_child=1 2 17 -5 -6 7 -8 8 -10 -11 19 18 22 -15 21 -17 -18 -19 -20 -21 -22 -23 24 -25 -26
leaf_value=0.0012098394064512495 0.00064505037138206473 0.00054698461923144404 0.0004294652172613166 0.00079775746173298774 0.0012891008213366481 0.0012242446264953855 0.00060923257662162818 0.0010261867523564717 0.00074595455774549276 0.00061636881318763881 0.0011537564967863494 0.0008001974457887734 0.0011819953115525194 0.0013314361313254001 0.00090104605162409515 0.00032592349199687541 0.0010752318843414268 0.00022416629963291164 0.00057561371048077002 0.00093272514560294379 0.0011650877925737139 0.0010801549904936832 0.0010360971697724864 0.00090814695712498363 0.0011367397719706787
leaf_weight=62 54 94 80 71 92 135 88 411 56 53 53 54 65 65 63 66 238 75 77 63 53 64 609 86 110
leaf_count=62 54 94 80 71 92 135 88 411 56 53 53 54 65 65 63 66 238 75 77 63 53 64 609 86 110
internal_value=0 0.000596948 0.000474902 0.00104685 0.00105488 0.00104463 0.00091922 0.00106361 0.000995862 0.000840882 0.00091067 0.000551774 0.00109718 0.00115934 0.00106337 0.000456017 0.00112926 0.000330354 0.000668459 0.00103402 0.00102124 0.000991583 0.0010624 0.00100583 0.00105154
internal_weight=0 669 446 2268 2197 2105 277 1828 606 223 170 291 1222 438 189 160 373 155 131 116 550 127 784 497 719
internal_count=2937 669 446 2268 2197 2105 277 1828 606 223 170 291 1222 438 189 160 373 155 131 116 550 127 784 497 719
is_linear=0
shrinkage=0.0032998


Tree=7388
num_leaves=21
num_cat=0
split_feature=4 15 15 16 48 11 4 13 13 0 15 49 0 13 0 16 151 15 13 49
split_gain=0.163198 0.186891 0.140794 0.129646 0.334629 0.152496 0.137312 0.11904 0.117368 0.131803 0.115891 0.10177 0.122135 0.137577 0.0868953 0.0784968 0.093641 0.0730443 0.0459395 0.0314562
threshold=0.31392000000000003 -0.11739999999999999 -0.46483499999999994 0.20277000000000003 0.092105000000000006 1.0000000180025095e-35 -0.111135 -0.00027999999999999998 -0.095139999999999988 -0.099704999999999974 -0.52850999999999992 0.11077500000000003 -0.15651999999999996 -0.083274999999999988 0.056895000000000008 -0.42170999999999997 -0.068254999999999996 -0.047859999999999993 -0.070154999999999981 0.084620000000000015
decision_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 10 5 6 8 14 19 9 -3 -2 12 -10 -14 -5 16 -4 18 -8 -1
right_child=2 3 15 4 -6 -7 17 -9 11 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0099295213973358814 -2.7644900186370959e-05 -0.0047929227354295634 -0.0045423196480279815 0.012739743413388606 -0.010971203790462626 0.01156564035111491 -0.00041816977685227069 0.015734215281654529 0.011682253820953359 0.0045554541044830772 0.010341001321600674 -0.0019848058157001347 0.0070672148422504287 0.0036099679675227242 0.0038374686320279288 -0.006901974118799125 0.0048988142705272009 -0.0047338886029491952 0.0052316285772531146 0.0048430948851417664
leaf_weight=56 65 83 60 53 55 84 82 58 72 88 57 63 455 1167 77 72 59 55 80 96
leaf_count=56 65 83 60 53 55 84 82 58 72 88 57 63 455 1167 77 72 59 55 80 96
internal_value=0 0.00440274 0.000330977 0.00398253 0.0012173 0.00453413 0.00315437 0.00922461 0.00422685 7.4315e-06 0.004802 0.00463648 0.00488378 0.0045809 0.00748068 -0.00251545 0.000123481 0.000554301 0.00236076 0.00672886
internal_weight=0 2624 313 2414 402 2012 347 210 1928 171 122 1757 1694 1622 130 191 119 217 162 152
internal_count=2937 2624 313 2414 402 2012 347 210 1928 171 122 1757 1694 1622 130 191 119 217 162 152
is_linear=0
shrinkage=0.16829


Tree=7389
num_leaves=16
num_cat=0
split_feature=1 1453 16 9 4 12 43 0 43 1 481 1210 393 394 12
split_gain=0.126318 0.112279 0.0798624 0.073047 0.0890349 0.119465 0.200286 0.131655 0.130391 0.0855193 0.0592244 0.058446 0.0571144 0.061264 0.0435344
threshold=0.13662500000000002 -0.076919999999999988 -0.116045 -1.0000000180025095e-35 -0.085594999999999991 0.085655000000000023 -0.021354999999999996 -0.042499999999999989 -0.16130499999999998 0.076160000000000019 -0.087759999999999991 1.0000000180025095e-35 0.10135500000000001 -0.0060099999999999989 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 5 6 -5 -8 -7 14 -6 12 13 -12 -10
right_child=2 3 -4 4 10 8 7 -9 9 -11 11 -13 -14 -15 -16
leaf_value=0.00927659582670033 0.0025099440464406565 -0.0020513099439365156 -0.0046537041670518288 0.016087541467482463 0.0083025047905436571 -0.0027029921439606875 -0.00019120767996685947 0.0097405967476862296 0.0051778088105210018 0.0091747046662705133 -0.0010701910951078075 0.0078955283538276154 0.0079287627229561834 0.0028027660125187434 -0.001247744909773762
leaf_weight=95 88 68 88 68 59 76 71 80 69 95 123 64 58 1783 52
leaf_count=95 88 68 88 68 59 76 71 80 69 95 123 64 58 1783 52
internal_value=0 0.00358062 -0.00106167 0.00337697 0.00351975 0.00551503 0.00849144 0.00505878 0.00327657 0.00538881 0.00303034 0.00287607 0.00271159 0.00255189 0.00240157
internal_weight=0 2761 176 2666 2598 511 219 151 292 216 2087 2028 1964 1906 121
internal_count=2937 2761 176 2666 2598 511 219 151 292 216 2087 2028 1964 1906 121
is_linear=0
shrinkage=0.16829


Tree=7390
num_leaves=27
num_cat=0
split_feature=1 3 1 2 2 0 2 147 2 0 2 0 3 0 0 43 1 52 0 3 12 2 3 157 159 43
split_gain=17.8959 3.72248 1.46302 1.27339 1.16361 0.51114 0.538303 0.374514 0.356276 0.561449 0.346451 0.301101 0.644847 0.266011 0.225059 0.361473 0.211692 0.208228 0.206168 0.19738 0.178673 0.169119 0.13182 0.103106 0.0644978 0.022583
threshold=0.10398500000000001 -0.063264999999999988 0.13767000000000004 0.11426500000000002 0.095850000000000005 -0.14076499999999997 0.13226500000000005 0.087170000000000011 -1.0000000180025095e-35 -0.14720499999999997 0.12026500000000001 -0.14820499999999998 0.083395000000000011 -0.10934999999999999 -0.077574999999999991 -0.082024999999999987 0.15390500000000004 -0.45635499999999996 -0.046614999999999997 -0.096099999999999977 0.092855000000000007 0.092155000000000015 -0.078644999999999979 -0.077294999999999989 0.018290000000000004 -0.077224999999999988
decision_type=2 2 2 2 2 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 8 18 7 -6 17 11 -3 -10 -11 12 -1 -13 21 -16 -4 -7 25 -19 -17 23 -21 -15 -24 -2
right_child=1 2 16 -5 5 6 -8 -9 9 10 -12 13 -14 14 15 20 -18 19 -20 22 -22 -23 24 -25 -26 -27
leaf_value=0.0014942300801388917 0.0010682178286628376 0.00016903215015073844 7.4719620736740669e-05 0.00034972777085967246 0.00063739218970079769 0.0011435926025682164 0.00064365280976064058 0.00082475672527053325 0.00026461584543557344 0.00080129469515931653 0.00043981490624558299 0.00087669495700363445 0.001017087814524794 0.0012124695440816097 0.00084715686018075492 0.0012021624341480481 -0.00018730214480673933 0.00077234110358144514 0.00076692768799514212 0.0011079723634383266 0.0010026627495102248 0.00097284051258210414 0.0009174774406919457 0.0011185333907159634 0.0010541002221945675 0.00095774926059538179
leaf_weight=64 52 65 86 57 62 85 54 55 99 53 65 62 61 160 94 96 55 54 60 82 108 81 174 919 54 52
leaf_count=64 52 65 86 57 62 85 54 55 99 53 65 62 61 160 94 96 55 54 60 82 108 81 174 919 54 52
internal_value=0 0.000428435 0.000246975 0.000775593 0.00105193 0.000921796 0.000956782 0.00109515 0.000384207 0.000448498 0.000602473 0.00110417 0.00126167 0.0010912 0.0011003 0.00101812 -2.72376e-05 0.000994363 0.000923393 0.000959419 0.00109672 0.00112138 0.000991893 0.0011325 0.00094999 0.00101332
internal_weight=0 644 423 221 2265 565 503 1700 282 217 118 1645 125 1520 1458 298 141 449 164 364 204 1160 310 1079 228 104
internal_count=2909 644 423 221 2265 565 503 1700 282 217 118 1645 125 1520 1458 298 141 449 164 364 204 1160 310 1079 228 104
is_linear=0
shrinkage=0.0032998


Tree=7391
num_leaves=23
num_cat=0
split_feature=1 3 52 14 3 3 52 1 3 0 0 0 0 124 1210 49 0 1 3 42 42 43
split_gain=5.18647 1.88168 0.493437 0.482976 0.499105 0.37773 0.444893 0.255628 0.223929 0.306806 0.221029 0.215494 0.21515 0.170501 0.147964 0.165131 0.156686 0.138485 0.130358 0.119032 0.0609519 0.0528652
threshold=0.10075500000000003 -0.046079999999999989 0.12432000000000001 0.073890000000000011 -0.15288999999999997 0.088880000000000015 -0.072664999999999993 0.14547000000000002 0.076825000000000018 -0.195045 0.080385000000000012 -0.046614999999999997 -0.096444999999999989 -0.053299999999999993 -0.08019999999999998 -0.014479999999999998 -0.12368999999999998 0.085490000000000024 -0.080654999999999991 0.084835000000000008 0.092175000000000021 -0.089559999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 7 4 -1 14 -7 8 13 -10 11 12 -2 -3 19 17 -17 21 -18 -6 -14 -16
right_child=1 2 -4 -5 5 6 -8 -9 9 -11 -12 -13 20 -15 15 16 18 -19 -20 -21 -22 -23
leaf_value=0.00044527011146697703 0.00046767034064198614 0.00027937867436213953 0.00056689838459844557 0.00099333151338103351 0.00076117560965366436 0.00076111855064882837 0.00035049303617885191 7.2485473191911457e-05 0.00018878847506101571 0.00049645439299200224 0.00081244926888557269 0.00040787712297690981 0.00080908527489764227 4.5342872067644281e-05 0.00081650650072717624 0.00095763265601899947 0.00079572564909207247 0.00053359807342946936 0.00073320886497042965 0.00054495035637363556 0.00065263099557138463 0.00067472544540025253
leaf_weight=62 53 96 60 85 52 60 56 76 58 92 60 57 53 53 52 52 937 57 631 64 65 78
leaf_count=62 53 96 60 85 52 60 56 76 58 92 60 57 53 53 52 52 937 57 631 64 65 78
internal_value=0 0.000425736 0.000288612 0.000748275 0.000738344 0.000747238 0.000563189 0.000243992 0.000287467 0.000377725 0.000632729 0.00058528 0.000644208 0.000196367 0.000758322 0.000765758 0.000776615 0.000671511 0.00077059 0.000642183 0.000723201 0.000731709
internal_weight=0 723 435 2186 2101 2039 116 375 299 150 288 228 171 149 1923 1807 1620 187 1568 116 118 130
internal_count=2909 723 435 2186 2101 2039 116 375 299 150 288 228 171 149 1923 1807 1620 187 1568 116 118 130
is_linear=0
shrinkage=0.0032998


Tree=7392
num_leaves=28
num_cat=0
split_feature=3 1210 151 1 51 2 160 2 400 3 3 51 13 1 2 13 13 50 1456 13 3 3 402 12 474 1 156
split_gain=0.16789 0.187689 0.153183 0.157276 0.172352 0.306935 0.11991 0.103238 0.12652 0.105303 0.102687 0.0873557 0.108786 0.0831467 0.0762209 0.0778797 0.137643 0.0746767 0.071843 0.0676314 0.0627603 0.0613513 0.0612078 0.0528438 0.0593705 0.0516471 0.0150034
threshold=-0.024819999999999998 -0.08019999999999998 0.0045550000000000009 0.10442000000000001 0.083615000000000009 0.084450000000000011 -0.54883999999999988 0.088495000000000004 -1.0000000180025095e-35 -0.12077499999999998 0.085880000000000012 -0.086654999999999982 -0.094359999999999986 0.085550000000000015 0.08542000000000001 -0.09219999999999999 -0.085784999999999986 -0.041284999999999995 -0.081434999999999994 -0.037164999999999997 0.143375 0.0012800000000000001 -0.087879999999999986 0.088325000000000015 0.083685000000000023 0.14516000000000004 0.050840000000000003
decision_type=2 2 2 2 2 2 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 -2 -3 9 -9 13 19 17 -13 -8 15 -11 -17 -10 -14 -5 -12 -7 -1 24 -16 -22 -23
right_child=2 6 -4 10 -6 21 7 8 11 14 20 12 18 -15 23 16 -18 -19 -20 -21 25 26 -24 -25 -26 -27 -28
leaf_value=-0.0061792922125478026 0.017506321545146225 -0.0023950195084685736 -0.0057323494721345531 -6.2316297571358455e-05 -0.0033502982921550456 -0.0011942948544276164 0.016038152914123579 -0.0035372546108276494 0.0033206548641226308 0.010474282848858502 0.0066661593114730388 -0.002034822845200835 -0.0015620309159362763 0.0064399726461662546 0.0046601925755357584 -0.0021431004055255782 0.0050554014958041869 0.011543228848847511 0.0048249484375149252 -0.0076516426970615632 0.0033219163718513317 0.0074399732027370588 0.0014874870728064328 0.011518963415714989 0.010486101319500415 -0.003505237883183172 0.0036960798913866972
leaf_weight=55 60 63 75 68 55 53 52 63 53 59 62 87 54 52 161 87 541 79 594 66 67 64 63 81 73 59 63
leaf_count=55 60 63 75 68 55 53 52 63 53 59 62 87 54 52 161 87 541 79 594 66 67 64 63 81 73 59 63
internal_value=0 0.00444927 0.00144237 0.00231742 0.00512484 0.00707454 0.00481667 0.0050407 0.00372893 0.0061421 -0.000249021 0.004259 0.00353884 0.0112563 0.00560949 0.00460918 0.0040553 0.00825535 0.00428993 -0.00381375 0.00228224 0.0035873 -0.00207079 0.00778541 0.00648535 0.000110816 0.00559691
internal_weight=0 2217 692 617 295 240 2099 2036 930 1106 322 867 735 104 1002 687 628 132 648 134 188 180 118 315 234 126 127
internal_count=2909 2217 692 617 295 240 2099 2036 930 1106 322 867 735 104 1002 687 628 132 648 134 188 180 118 315 234 126 127
is_linear=0
shrinkage=0.16829


Tree=7393
num_leaves=28
num_cat=0
split_feature=1 3 12 2 12 150 2 12 2 402 49 3 3 40 3 2 2 49 3 15 52 15 1 12 43 3 12
split_gain=13.5101 3.96564 1.71985 1.17803 1.04201 0.904422 0.889485 0.871259 0.855082 0.413427 0.417663 0.41223 0.376196 0.357085 0.241776 0.237421 0.205319 0.196666 0.192865 0.182954 0.165929 0.132479 0.125139 0.0918372 0.0763343 0.0717626 0.048454
threshold=0.10398500000000001 -0.063264999999999988 0.056995000000000011 0.14808000000000002 -1.0000000180025095e-35 0.083680000000000018 0.10709500000000001 0.11697000000000002 0.11426500000000002 -0.087879999999999986 -0.047859999999999993 -0.11372999999999998 0.057935000000000007 -0.061244999999999994 -0.12077499999999998 -0.0050599999999999994 0.088495000000000004 -0.032374999999999994 -0.088484999999999994 0.084175000000000014 -0.45635499999999996 0.033605000000000003 0.081720000000000015 0.089085000000000011 -0.069434999999999983 0.092005000000000017 0.095980000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 5 4 13 6 12 9 14 19 18 21 24 15 -2 -3 22 -6 -11 -4 -18 -12 -13 -21 -1 -14 -25
right_child=1 3 7 -5 17 -7 -8 -9 -10 10 11 16 25 -15 -16 -17 20 -19 -20 23 -22 -23 -24 26 -26 -27 -28
leaf_value=0.0010268642817142565 0.0013937111513280637 0.00047884737424825724 0.0010413935874534035 0.00023314945134709163 0.00073140832438565377 0.00076413909494003505 0.00077618531825519388 0.00098903528854303916 0.00075548328468265477 0.0010217358575736126 0.0014547499191699309 0.0014249778927136452 0.0014910547320221919 0.00034136616357123881 0.0011273034963977578 0.00078851664464355301 0.0014406403419663367 0.0009922443133061102 0.0012849418576251455 0.0013821746148501889 0.0012787139798832205 0.0016574700142867444 0.0013368399518630416 0.0011362484705182679 0.0012067147896680235 0.0013111768491719355 0.0012822464540096913
leaf_weight=53 61 58 56 94 57 79 52 80 57 52 90 501 52 87 103 52 87 75 80 53 432 65 301 58 60 57 57
leaf_count=53 61 58 56 94 57 79 52 80 57 52 90 501 52 87 103 52 87 75 80 53 432 65 301 58 60 57 57
internal_value=0 0.000746852 0.00128864 0.000559517 0.000652658 0.0010765 0.00116643 0.00132779 0.00110526 0.00134257 0.00136124 0.00137729 0.00125768 0.00050023 0.00122661 0.000625557 0.00135817 0.000879878 0.00118152 0.00120835 0.00130593 0.00153999 0.00139194 0.00126379 0.00112267 0.00139731 0.00120892
internal_weight=0 644 2265 423 329 353 274 1912 221 1832 1608 1476 222 197 164 110 1321 132 132 224 519 155 802 168 113 109 115
internal_count=2909 644 2265 423 329 353 274 1912 221 1832 1608 1476 222 197 164 110 1321 132 132 224 519 155 802 168 113 109 115
is_linear=0
shrinkage=0.0032998


Tree=7394
num_leaves=25
num_cat=0
split_feature=12 2 13 403 13 52 403 12 156 13 9 4 4 2 4 12 130 1429 4 133 133 2 403 2
split_gain=0.141961 0.111522 0.127654 0.117655 0.149486 0.16363 0.128836 0.106117 0.105796 0.134173 0.174508 0.11534 0.168275 0.306887 0.131081 0.0978085 0.0727648 0.0708109 0.098014 0.0450288 0.0427063 0.04043 0.0359845 0.0086365
threshold=0.056995000000000011 -0.069044999999999981 -0.16140499999999997 -0.055314999999999996 -0.088384999999999977 0.11122500000000002 -0.011234999999999998 0.084485000000000018 0.07881500000000001 -0.11210999999999999 -1.0000000180025095e-35 -0.078249999999999986 -0.00076499999999999995 0.085865000000000011 0.061295000000000009 -0.16423499999999996 0.0046850000000000008 0.084965000000000013 -0.10701499999999999 0.088065000000000018 0.08413000000000001 0.10179000000000001 -0.5407249999999999 0.086755000000000013
decision_type=2 2 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 -4 16 -5 20 9 15 -11 -12 -13 -14 -15 -1 22 18 -9 -19 -8 23 -6 -10
right_child=1 2 3 6 5 -7 7 17 21 10 11 12 13 14 -16 -17 -18 19 -20 -21 -22 -23 -24 -25
leaf_value=0.011260276205565189 0.012364353169253243 -0.0036880118441111462 -0.0054497624007326679 0.013601336255793519 0.0093063382308202595 -0.0049640523158774319 0.012314930174849321 -0.00070455246416004081 0.0052086853367071442 -0.0085240918501084725 0.0078730996278103607 -0.0069558237987916455 0.012572312297584634 -0.008046121238924472 0.0013550528061513174 0.0014350953837455732 0.00066755102974017046 0.012148803306950463 0.0047665810970492078 0.0051867014262816074 0.0068317363117361149 0.0089653106352954402 0.004966798063473647 0.0020900999903859241
leaf_weight=55 53 52 58 54 70 56 72 101 52 63 59 80 59 57 159 61 99 56 1061 52 97 67 262 54
leaf_count=55 53 52 58 54 70 56 72 101 52 63 59 80 59 57 159 61 99 56 1061 52 97 67 262 54
internal_value=0 0.0047211 0.00452642 0.0047369 0.00261424 0.00357832 0.00551054 0.00520568 0.00204707 0.000975165 -0.000269567 0.000982217 -0.000157967 0.00181306 -0.0011175 0.00610907 0.0046924 0.00467561 0.00428949 0.00881332 0.0091784 0.0057109 0.00588717 0.00363692
internal_weight=0 2143 2090 2038 545 487 1493 1439 766 593 477 414 355 275 216 116 431 1270 1162 108 169 173 332 106
internal_count=2909 2143 2090 2038 545 487 1493 1439 766 593 477 414 355 275 216 116 431 1270 1162 108 169 173 332 106
is_linear=0
shrinkage=0.16829


Tree=7395
num_leaves=23
num_cat=0
split_feature=4 12 14 12 44 3 3 51 0 4 0 0 12 4 4 0 4 12 4 0 3 4
split_gain=7.93197 2.58983 0.847651 0.752909 0.584039 0.514323 0.370329 0.306911 0.375146 0.648725 0.30182 0.574174 0.226085 0.180747 0.150199 0.142154 0.281153 0.118418 0.204313 0.137232 0.10284 0.0368395
threshold=0.31392000000000003 0.056995000000000011 -0.45687499999999998 0.11878500000000002 1.0000000180025095e-35 -0.16100499999999998 -0.08620499999999999 0.10218000000000001 -0.0033699999999999993 -0.047714999999999987 -0.12368999999999998 -0.079249999999999987 0.082595000000000016 -0.15504999999999997 0.0011850000000000003 -0.18240499999999996 0.51544000000000012 0.095775000000000013 -0.068809999999999996 -0.082054999999999975 -0.012814999999999998 0.0043700000000000006
decision_type=2 2 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 7 -3 -4 8 9 -1 14 -12 -7 -14 -11 -8 -17 19 -19 -15 -10 -5
right_child=2 3 6 21 -6 12 15 -9 20 10 11 -13 13 17 -16 16 -18 18 -20 -21 -22 -23
leaf_value=0.0010295535310457979 0.0006622489933716415 0.0011962875987436578 0.00045650780501240422 0.00059781735526257017 0.0010115459287572367 0.0011364819809471622 0.00030653433792553685 0.00042595437564558564 0.00039289297434578232 0.00044614960884990773 0.000950960053695792 0.00054272303211388658 0.00073853617511321096 0.00092127141088715143 0.00066855875196327678 -4.5359316391947957e-05 0.00025564110551813218 0.0009912372981399156 0.00083337104566404954 0.00099228750143388997 0.00060265933220074452 0.00072611207019176722
leaf_weight=63 66 84 66 57 52 58 58 63 52 76 81 71 57 899 61 65 70 132 301 472 53 52
leaf_count=63 66 84 66 57 52 58 58 63 52 76 81 71 57 899 61 65 70 132 301 472 53 52
internal_value=0 0.000874114 0.000328104 0.000927503 0.000676925 0.000942078 0.00024282 0.000643395 0.000673294 0.000725152 0.000658672 0.000760502 0.000930932 0.000924507 0.000545436 0.000169562 0.000110454 0.000930364 0.000881578 0.000945746 0.000499111 0.000659345
internal_weight=0 2684 325 2112 572 2003 259 520 457 352 289 152 1919 1861 137 193 135 1804 433 1371 105 109
internal_count=3009 2684 325 2112 572 2003 259 520 457 352 289 152 1919 1861 137 193 135 1804 433 1371 105 109
is_linear=0
shrinkage=0.0032998


Tree=7396
num_leaves=19
num_cat=0
split_feature=41 475 0 15 0 16 52 14 15 49 39 15 12 11 13 52 13 15
split_gain=0.128411 0.123942 0.116411 0.1425 0.269216 0.0876979 0.0962031 0.0871841 0.086621 0.0833256 0.0791321 0.114661 0.0980854 0.0911869 0.0786424 0.0645857 0.0361456 0.0197475
threshold=0.083565000000000014 0.068270000000000011 -0.10071499999999999 -0.0088349999999999974 -0.14164999999999997 -0.025214999999999998 1.0000000180025095e-35 -0.073764999999999983 -0.15973499999999999 -1.0000000180025095e-35 0.094095000000000026 -0.098139999999999991 1.0000000180025095e-35 0.080455000000000013 0.011265000000000002 0.12109500000000002 -0.088384999999999977 -0.14803999999999998
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 -4 -1 -10 11 12 -9 14 -13 -8 -2 -14
right_child=16 -3 7 4 -6 -7 15 10 9 -11 -12 13 17 -15 -16 -17 -18 -19
leaf_value=-0.0059121172175735613 0.013078922771460466 0.012312949725502498 -0.00090672672704594749 0.0029165460091903797 -0.012288384598492991 0.0085124072702477994 0.01026181759331792 0.015012790378210293 -0.0011784620316983561 0.0068133435372494328 -2.9670446386842917e-05 0.0047852651177644149 0.0041516539521993428 0.010891921096405015 0.0015587959570461803 0.0025636742213552824 0.0068092753537872756 0.0086550393875979761
leaf_weight=53 56 52 80 87 53 77 54 55 93 61 94 1642 60 63 248 74 52 55
leaf_count=53 56 52 80 87 53 77 54 55 93 61 94 1642 60 63 248 74 52 55
internal_value=0 0.00415414 0.0040046 0.00180477 -0.00282677 0.00338295 0.00219858 0.00453246 -3.53876e-05 0.00197546 0.00472955 0.00494112 0.00914367 0.00457438 0.00436285 0.00582536 0.0100768 0.00632107
internal_weight=0 2901 2849 552 140 412 335 2297 207 154 2217 2123 170 1953 1890 128 108 115
internal_count=3009 2901 2849 552 140 412 335 2297 207 154 2217 2123 170 1953 1890 128 108 115
is_linear=0
shrinkage=0.16829


Tree=7397
num_leaves=22
num_cat=0
split_feature=2 1373 124 2 2 2 51 12 401 401 42 13 2 51 3 51 2 475 13 2 13
split_gain=0.191536 0.109707 0.0954862 0.0912472 0.110096 0.0981913 0.06839 0.0612421 0.0934304 0.215179 0.151194 0.0800832 0.105239 0.0836629 0.0994603 0.0617037 0.0548602 0.0402535 0.0259143 0.0106621 0.00984539
threshold=0.10633000000000002 0.078175000000000008 -0.077084999999999987 0.13673000000000005 0.11835000000000002 0.15616000000000005 -0.034094999999999993 0.11534500000000002 0.078330000000000025 0.093690000000000009 0.086135000000000003 -0.11760499999999999 -0.080104999999999996 0.087425000000000017 -0.14088999999999999 0.116525 0.11487000000000001 -0.0029899999999999996 -0.15569499999999997 0.11183000000000003 -0.049204999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 4 16 20 -6 8 11 -10 -11 18 -13 14 -14 -15 17 -4 -1 -19 -5
right_child=2 -3 3 5 6 -7 -8 -9 9 10 -12 12 13 15 -16 -17 -18 19 -20 -21 -22
leaf_value=0.0055064201014782752 -0.0043025915560232159 0.011671284604439416 0.0064496417925211137 -0.0028940765593649669 0.0026257001492023982 0.0031964329388652502 0.0099871860937503151 0.0089586742917846223 0.014352475531104301 -0.0022607352879201064 0.0086746493291977571 -0.0024943825277182071 0.010221407546292928 0.0092817027079980744 0.0029850371443061324 0.0032701392737495465 -0.0031568986837924281 0.0023771349936327069 0.01087396763572027 -0.00045025006947990693 -0.0062320343280149572
leaf_weight=54 80 57 55 53 62 81 87 74 79 69 74 82 56 122 1524 82 62 84 52 67 53
leaf_count=54 80 57 55 53 62 81 87 74 79 69 74 82 56 122 1524 82 62 84 52 67 53
internal_value=0 0.00436169 0.00115412 0.00187984 0.00326616 -0.00120199 0.00693608 0.00417719 0.0040151 0.0072963 0.00338557 0.0036448 0.00338755 0.00365892 0.00324265 0.0068741 0.0012191 0.00254487 0.00815651 0.0011107 -0.00458
internal_weight=0 2325 684 604 417 187 149 2268 2194 222 143 1972 1866 1784 1580 204 268 206 106 151 106
internal_count=3009 2325 684 604 417 187 149 2268 2194 222 143 1972 1866 1784 1580 204 268 206 106 151 106
is_linear=0
shrinkage=0.16829


Tree=7398
num_leaves=26
num_cat=0
split_feature=2 0 16 16 48 2 2 51 13 3 3 3 2 43 2 133 131 456 475 47 3 3 2 2 131
split_gain=0.132563 0.0948597 0.171651 0.0795292 0.0779954 0.0605691 0.0603441 0.273375 0.105984 0.127756 0.0876224 0.0977935 0.184619 0.202656 0.114876 0.0932974 0.0899003 0.0707979 0.117101 0.0636872 0.0589596 0.0865998 0.054319 0.0579772 0.0505822
threshold=0.10633000000000002 -0.072849999999999984 -0.0024749999999999993 -0.075274999999999995 0.10911000000000001 0.14132000000000003 0.096780000000000019 0.0033150000000000007 -0.075154999999999986 -0.073309999999999986 -0.15288999999999997 -0.086934999999999985 0.084045000000000022 -0.011984999999999997 0.084970000000000004 -0.05763999999999999 0.090920000000000015 0.041000000000000002 -0.084144999999999984 0.09585500000000001 0.12955000000000003 -0.041789999999999994 0.12250500000000002 0.11297 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 2 2 2 2
left_child=4 2 20 -3 6 22 10 8 -8 -10 -1 12 13 -12 -14 -16 17 18 -13 24 21 -2 23 -5 -18
right_child=1 3 -4 5 -6 -7 7 -9 9 -11 11 16 14 -15 15 -17 19 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=-0.0021917296648112225 -0.0020251205568654809 0.007021880035224198 -0.008560309161457098 0.004054899915151647 0.0099675200411195371 -0.0034467116329399403 0.00898822392867407 0.016563178290275017 -0.0041606706854875625 0.005263418382735272 0.0052049337092994544 0.0096332687068041607 -0.0035733280013469973 0.017720788468142214 0.010796900982486236 0.0030823681892125795 0.012010029664266415 -0.0022363432135348001 0.0021001439026127285 0.0019214709535035305 -0.0025452850995099714 0.0062526897045073757 0.0066233361666208912 -0.0023670612350348862 0.0050765737240481452
leaf_weight=83 59 93 70 81 54 59 65 54 75 89 91 62 58 62 56 221 58 96 1069 68 87 90 67 78 64
leaf_count=83 59 93 70 81 54 59 65 54 75 89 91 62 58 62 56 221 58 96 1069 68 87 90 67 78 64
internal_value=0 0.00095945 -0.00123921 0.00274407 0.00362857 0.00134185 0.00347705 0.00578388 0.00323419 0.000942667 0.00314776 0.00338135 0.00543957 0.0102885 0.00321963 0.00464847 0.00267125 0.00214151 0.00251469 0.00608282 0.000924691 0.00296284 0.00259991 0.000893205 0.00838753
internal_weight=0 684 306 378 2325 285 2271 283 229 164 1988 1905 488 153 335 277 1417 1227 1131 190 236 149 226 159 122
internal_count=3009 684 306 378 2325 285 2271 283 229 164 1988 1905 488 153 335 277 1417 1227 1131 190 236 149 226 159 122
is_linear=0
shrinkage=0.16829


Tree=7399
num_leaves=20
num_cat=0
split_feature=2 123 15 2 13 2 52 42 42 124 2 15 15 15 13 11 376 15 2
split_gain=9.85395 5.11632 2.42984 1.3012 1.15256 0.779341 0.608517 0.526892 0.457965 0.44483 0.344032 0.324904 0.28739 0.285235 0.997378 0.3233 0.279641 0.261627 0.0376874
threshold=0.12414000000000001 0.080635000000000012 -0.38214499999999996 0.10859000000000001 -0.38538999999999995 0.16730000000000003 -0.41694999999999993 0.083825000000000024 -1.0000000180025095e-35 -0.080429999999999988 -1.0000000180025095e-35 -0.13843999999999998 -0.12272499999999999 1.0000000180025095e-35 -0.062109999999999992 1.0000000180025095e-35 0.084155000000000021 -0.049344999999999993 0.088615000000000013
decision_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 10 -2 11 -5 8 -8 16 -4 -6 18 14 -14 -15 -3 -13 -12
right_child=4 9 3 6 5 -7 7 -9 -10 -11 12 17 13 15 -16 -17 -18 -19 -20
leaf_value=0.00042945952597995727 0 0.00020011425016230424 0.00087973011418655833 0.0010881668283067923 0.00041906485959046551 0.00012980237265184595 0.00083529841238798655 0.00098981311235183853 0.00043958773720214071 0.00070790702587354953 0.0012873708742543876 0.00087108790522575784 0.0011276263337927665 0.0011031889719904911 0.00090987880613738594 0.0013640597201251118 0.00051543560217175589 0.00054462577864151603 0.0011671621438939278
leaf_weight=70 69 66 91 75 77 53 58 61 72 54 79 52 554 951 395 56 58 57 61
leaf_count=70 69 66 91 75 77 53 58 61 72 54 79 52 554 951 395 56 58 57 61
internal_value=0 0.000998355 0.00103651 0.00105382 0.000375195 0.000483655 0.000835317 0.000735847 0.000616407 0.000457305 0.00108038 0.000584294 0.00108908 0.0010786 0.00103703 0.00111773 0.000347887 0.000700692 0.00123525
internal_weight=0 2701 2523 2453 308 239 266 191 130 178 2187 186 2096 1956 949 1007 124 109 140
internal_count=3009 2701 2523 2453 308 239 266 191 130 178 2187 186 2096 1956 949 1007 124 109 140
is_linear=0
shrinkage=0.0032998


Tree=7400
num_leaves=26
num_cat=0
split_feature=1 3 123 4 3 4 3 3 1 1 150 4 1 1 3 13 1 15 1 3 4 13 4 4 50
split_gain=18.1299 2.68774 1.98182 1.11006 1.04678 0.881789 0.604281 0.6009 0.486965 0.391845 0.339089 0.321424 0.274319 0.3435 0.232492 0.22908 0.212465 0.202955 0.20153 0.172924 0.245859 0.143912 0.136627 0.135437 0.129342
threshold=0.108865 -0.036264999999999992 1.0000000180025095e-35 0.27644500000000005 0.3148450000000001 0.31392000000000003 -0.07908999999999998 0.090170000000000014 0.086215000000000014 0.11779500000000002 0.081245000000000026 -0.16236499999999995 1.0000000180025095e-35 0.085410000000000014 -0.016294999999999994 -0.083424999999999985 0.097070000000000004 0.089955000000000021 0.13130500000000003 -0.12711499999999995 0.012315000000000001 0.08734500000000002 0.23355000000000001 0.018150000000000003 0.093775000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 6 7 9 8 18 11 -2 12 -1 14 -14 23 -10 -4 21 -3 -13 -21 -17 -9 -8 -15
right_child=1 4 16 -5 -6 -7 10 22 15 -11 -12 19 13 24 -16 17 -18 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.00098319179581091046 0.0011416485694056109 0.00034770006261690721 0.00082127097253345094 0.00067690767579777541 -4.4114879303774979e-05 0.0004781841611664092 0.0011100527539326243 0.00067488703074750544 0.00088897048823327791 0.00075971993522816342 0.00081506200508902346 0.0013864800828019828 0.0014143232792136013 0.0010732543356753096 0.0008474673900156892 0.00098232977140081464 0.00051994527396641993 0.0012724508617164209 0.00010008068131342284 0.0012384275181986158 0.0010700735970173079 0.0011926342848344199 0.00043789454917148344 0.0009629397203875414 0.0012368090924998081
leaf_weight=61 54 81 52 56 86 77 259 57 63 66 52 77 52 200 62 110 52 67 65 923 109 56 52 99 77
leaf_count=61 54 81 52 56 86 77 259 57 63 66 52 77 52 200 62 110 52 67 65 923 109 56 52 99 77
internal_value=0 0.000447771 0.00111742 0.0011374 0.000270336 0.000754727 0.00114875 0.000376524 0.00118881 0.000931881 0.00107541 0.00121927 0.00109344 0.00116565 0.00103678 0.00106827 0.000670947 0.0011166 0.0002377 0.00123222 0.00122068 0.00105349 0.00056215 0.00106947 0.00111885
internal_weight=0 538 2427 2323 341 197 2267 255 1466 120 801 1170 749 329 420 296 104 233 146 1109 1032 166 109 358 277
internal_count=2965 538 2427 2323 341 197 2267 255 1466 120 801 1170 749 329 420 296 104 233 146 1109 1032 166 109 358 277
is_linear=0
shrinkage=0.0032998


Tree=7401
num_leaves=20
num_cat=0
split_feature=3 15 4 484 4 3 484 150 150 159 3 3 51 4 3 12 12 12 393
split_gain=0.248778 0.188764 0.280192 0.139755 0.0970197 0.103992 0.077815 0.0839649 0.06973 0.0985671 0.0695277 0.0961082 0.0844117 0.0680916 0.0606504 0.0874319 0.0658539 0.057536 0.033157
threshold=0.3148450000000001 0.039965000000000007 -0.50690499999999983 0.13016500000000003 -0.033649999999999992 -0.04682999999999999 0.085515000000000022 0.09833500000000002 0.084475000000000008 0.092630000000000018 -0.15041499999999997 -0.115685 -0.023999999999999997 0.032770000000000001 -0.096099999999999977 0.090400000000000022 0.084450000000000011 0.10396500000000002 0.089050000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 14 7 10 9 -8 12 -12 -4 -9 15 -3 -16 18 -18
right_child=-2 4 3 -5 -6 -7 8 13 -10 -11 11 -13 -14 -15 16 -17 17 -19 -20
leaf_value=-0.0067573024950778326 -0.0045352185920451461 0.013879263222241815 0.0052124241845792098 0.012350332407694783 0.00060672976508962693 0.013832975314097204 -0.0061062245727652774 -0.0046302653735734774 0.004871394803679048 0.0033927833853376376 0.011727944372081871 0.0043721117975729102 -0.0039208954701132207 0.0029517199435541777 0.00064562067804621961 0.0052528741381395946 0.0061898737684874475 0.0015321869577979868 0.010582583436708192
leaf_weight=75 91 66 54 52 85 53 72 55 62 54 53 1126 61 86 70 69 654 73 54
leaf_count=75 91 66 54 52 85 53 72 55 62 54 53 1126 61 86 70 69 654 73 54
internal_value=0 0.0043928 0.00329752 0.00374881 0.00609649 0.00654388 0.00347211 0.00389398 0.000242493 -0.00202096 0.00431891 0.0047043 0.000352171 0 0.00615025 0.00948353 0.00561935 0.00606284 0.00652745
internal_weight=0 2874 1750 1675 1124 1039 1623 1435 188 126 1294 1179 115 141 986 135 851 781 708
internal_count=2965 2874 1750 1675 1124 1039 1623 1435 188 126 1294 1179 115 141 986 135 851 781 708
is_linear=0
shrinkage=0.16829


Tree=7402
num_leaves=15
num_cat=0
split_feature=0 12 457 151 1446 1 50 12 42 50 12 42 16 16
split_gain=0.251454 0.12344 0.119882 0.15212 0.120699 0.10342 0.134973 0.0796706 0.0796324 0.0813288 0.0793248 0.0716745 0.0853945 0.0592618
threshold=0.10446500000000002 0.023990000000000004 0.088850000000000026 0.084725000000000009 0.11124000000000002 0.096315000000000026 0.10481500000000002 -0.0066799999999999993 -0.095759999999999984 0.12170000000000002 0.095565000000000011 -0.016999999999999998 0.14976500000000001 -0.085134999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 11 -1 10 -10 -9 -7 -13 -4
right_child=1 -3 13 -5 -6 6 -8 8 9 -11 -12 12 -14 -15
leaf_value=0.0092685019046398892 -0.0089750889348858606 0.00068282485072486095 -0.0053275723988992878 0.010552132035807469 -0.0040705524265294973 0.0061226164043250795 0.0083406378407600117 -0.0019466706269843108 0.004910606125911824 -0.0013795693064453925 0.005833669474938981 -0.0007486250932434331 0.0047959691208511275 0.0019192974455938391
leaf_weight=98 62 94 56 98 54 71 85 106 1569 60 57 382 99 74
leaf_count=98 62 94 56 98 54 71 85 106 1569 60 57 382 99 74
internal_value=0 -0.00314406 0.00379157 0.0040339 0.00378571 0.00395431 0.00209464 0.00458013 0.00432274 0.00467782 0.00076304 0.00112959 0.000388835 -0.00118861
internal_weight=0 156 2809 2679 2581 2527 637 1890 1792 1629 163 552 481 130
internal_count=2965 156 2809 2679 2581 2527 637 1890 1792 1629 163 552 481 130
is_linear=0
shrinkage=0.16829


Tree=7403
num_leaves=17
num_cat=0
split_feature=3 15 4 13 49 13 484 484 399 13 131 15 1 484 1446 4
split_gain=0.150233 0.1172 0.170879 0.178222 0.11443 0.118089 0.110038 0.111867 0.0922815 0.0898892 0.0823702 0.0636552 0.0616374 0.0592148 0.135192 0.0836471
threshold=0.3148450000000001 0.039965000000000007 -0.50690499999999983 0.24450500000000003 -0.049189999999999991 -0.095139999999999988 0.11628500000000001 0.08618000000000002 0.091160000000000019 -0.087359999999999979 0.096045000000000019 -0.044024999999999988 0.085410000000000014 -0.081694999999999976 0.037915000000000011 -0.082274999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -3 -6 7 9 13 11 -11 -4 -9 -7 15 -15
right_child=-2 4 3 -5 5 8 -8 12 -10 10 -12 -13 -14 14 -16 -17
leaf_value=-0.0056515603589098158 -0.0038736961399689425 0.010680840433971276 0.0063103732529243136 0.011340375904420308 -0.0020944098160327962 -0.00088736055001455746 0.0086927393321596692 0.00029284857797727646 0.011248936083241104 0.0012072941191412301 0.0063457905370169973 0.00034326879189997889 -0.0070823528185631288 0.0059311546586303535 0.011824816827448471 0.0023742337078339398
leaf_weight=75 91 77 227 63 84 63 71 76 54 1020 97 66 55 317 65 464
leaf_count=75 91 77 227 63 84 63 71 76 54 1020 97 66 55 317 65 464
internal_value=0 0.0030632 0.00219987 0.0025525 0.00440575 0.00394254 0.00220793 0.00190799 0.00447099 0.00234573 0.00165513 0.00497238 -0.0027899 0.00406637 0.00443738 0.00382025
internal_weight=0 2874 1750 1675 1124 1047 1612 1541 963 1410 1117 293 131 909 846 781
internal_count=2965 2874 1750 1675 1124 1047 1612 1541 963 1410 1117 293 131 909 846 781
is_linear=0
shrinkage=0.16829


Tree=7404
num_leaves=23
num_cat=0
split_feature=4 2 124 2 2 0 11 0 15 376 4 13 0 2 15 160 52 403 4 4 52 4
split_gain=6.86199 1.73473 1.20733 1.03938 0.424717 0.472245 0.389825 0.30087 0.285104 0.283587 0.254653 0.229077 0.204625 0.203804 0.223857 0.168994 0.136218 0.132609 0.173747 0.0894229 0.117162 0.110172
threshold=0.31392000000000003 0.14561000000000004 -0.048219999999999992 0.15305000000000002 0.10052500000000002 -0.11991499999999998 0.077600000000000016 -0.036459999999999992 -0.16749999999999998 0.084435000000000024 -0.082199999999999981 -0.0023899999999999993 -0.066574999999999981 0.10724500000000002 -0.42443999999999993 1.0000000180025095e-35 0.0035300000000000006 0.074235000000000009 -0.34140499999999996 -0.064609999999999987 -0.5320649999999999 -0.032169999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 6 8 -6 7 13 -4 -1 17 12 -12 -2 -15 19 -13 18 -10 20 -7 -21
right_child=3 -3 4 -5 5 15 -8 -9 10 -11 11 16 -14 14 -16 -17 -18 -19 -20 21 -22 -23
leaf_value=0.00047342156640752008 0.00014010645324254533 0.00034027967679085667 0.00112975202041686 -7.0521025605240894e-05 0.00056219303822522832 0.00083775939902412547 0.00068778281661119539 0.000581602333334672 0.0011228998493459982 0.00077199294246419457 0.00090728483544170806 0.00083795902142018799 0.00069955708404977838 0.0005293303523732617 0.00022848263304132066 0.00097963889140504539 0.00067141516193713869 0.00082389433184478986 0.0009519076274837068 0.00097536234459625584 0.00062378558998194022 0.00080010513830495479
leaf_weight=97 58 70 62 54 79 59 52 55 81 55 1025 176 56 56 53 81 81 70 390 58 57 140
leaf_count=97 58 70 62 54 79 59 52 55 81 55 1025 176 56 56 53 81 81 70 390 58 57 140
internal_value=0 0.00085363 0.000867615 0.000347343 0.000885596 0.000796433 0.000429825 0.000369244 0.000907352 0.000581689 0.000899995 0.000875271 0.000896556 0.000299094 0.00038337 0.000843192 0.000785606 0.000961076 0.000981389 0.000807882 0.000732921 0.000851621
internal_weight=0 2637 2567 328 2415 474 274 222 1941 152 1879 1338 1081 167 109 395 257 541 471 314 116 198
internal_count=2965 2637 2567 328 2415 474 274 222 1941 152 1879 1338 1081 167 109 395 257 541 471 314 116 198
is_linear=0
shrinkage=0.0032998


Tree=7405
num_leaves=24
num_cat=0
split_feature=1 3 43 49 133 49 15 160 12 1213 1213 1213 1213 43 482 15 160 16 1 16 15 43 1213
split_gain=0.215284 0.166529 0.236215 0.117416 0.0814356 0.0888608 0.0759894 0.156278 0.120919 0.0744125 0.136989 0.098594 0.0874052 0.0743985 0.0730709 0.0756289 0.0872342 0.0713446 0.0639782 0.0530429 0.0522356 0.0473907 0.0380146
threshold=0.10921500000000002 -0.12711499999999995 -1.0000000180025095e-35 -0.078789999999999985 -0.082159999999999997 -0.0069299999999999995 -0.43091499999999999 -0.077034999999999978 -0.042789999999999988 -0.013134999999999999 -0.082414999999999974 -0.13354499999999997 -0.066714999999999983 -0.0096349999999999977 0.093375000000000027 0.11447500000000001 -0.52742999999999995 0.31497000000000003 0.10075500000000003 -0.015439999999999997 -0.065419999999999992 -0.067754999999999996 -0.43491999999999992
decision_type=2 2 2 2 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 -7 -8 10 11 22 -12 -13 15 16 -11 18 -18 -4 -10 -19 -3
right_child=3 9 19 4 5 6 8 -9 20 14 12 13 -14 -15 -16 -17 17 21 -20 -21 -22 -23 -24
leaf_value=-0.0082301247290320033 -0.0082014131962302884 0.0030049832978653632 -0.001487462078118787 0.0057892148084420668 0.0038867475739204067 -0.0053476182224528358 -0.010357780951286677 0.0074035163514770998 0.00064226966002527001 0.0093178243626688279 0.013912508839230394 0.0040189626924569209 0.0051235229567958068 -0.0040282656560674743 0.0071623723553976828 -0.002103056476900384 0.0023543184495680106 0.0086844579526707093 -0.0017018942382187798 0.0053139688373015801 -0.0056705030085098572 0.0021054270477169749 0.0090584052875069057
leaf_weight=94 60 55 52 55 81 52 63 57 102 53 66 60 64 71 93 103 1277 80 120 85 58 52 66
leaf_count=94 60 55 52 55 81 52 63 57 102 53 66 60 64 71 93 103 1277 80 120 85 58 52 66
internal_value=0 0.00256122 -0.00172854 -0.00119138 -0.000288819 -0.00110259 -0.00232528 0.00130392 -0.00410726 0.00302082 0.00515649 0.00285737 0.00959944 -0.000328798 0.00256097 0.00230594 0.00259413 0.00235989 0.00200461 0.00271929 -0.00163488 0.00610633 0.0063217
internal_weight=0 2391 231 528 468 413 332 109 223 2160 382 252 130 131 1778 1685 1582 1529 1397 137 160 132 121
internal_count=2919 2391 231 528 468 413 332 109 223 2160 382 252 130 131 1778 1685 1582 1529 1397 137 160 132 121
is_linear=0
shrinkage=0.16829


Tree=7406
num_leaves=13
num_cat=0
split_feature=39 10 0 0 10 16 39 0 13 16 16 16
split_gain=0.154729 0.0901647 0.0953949 0.113593 0.222615 0.105261 0.104964 0.109521 0.0898242 0.21935 0.0986099 0.0682217
threshold=0.12081000000000001 0.053450000000000004 -0.13409999999999997 -0.11214999999999999 -0.089679999999999982 -0.0070549999999999996 0.098380000000000009 0.14054500000000003 -1.0000000180025095e-35 -0.09583499999999999 -0.47730499999999992 -0.4136149999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 8 7 11 10 -10 -1 -6
right_child=-2 -3 3 4 6 -7 -8 -9 9 -11 -12 -13
leaf_value=0.0022160408264120424 -0.006958933424977388 -0.004215408758576589 0.0086595615372147168 -0.008590746478114402 0.0072198042547124827 -0.0066042281010279449 -0.0050534331158608743 0.009940084369105982 -0.0017605626286537205 0.010642197763073392 -0.0060086454409912027 0.0021391794762719895
leaf_weight=79 59 70 77 54 78 67 53 55 95 70 86 2076
leaf_count=79 59 70 77 54 78 67 53 55 95 70 86 2076
internal_value=0 0.00174213 0.00189225 0.0022932 0.00208077 -0.000520048 0.00233632 0.00251443 0.00070978 0.00349033 -0.00205988 0.00232399
internal_weight=0 2860 2790 2393 2316 397 2262 2209 330 165 165 2154
internal_count=2919 2860 2790 2393 2316 397 2262 2209 330 165 165 2154
is_linear=0
shrinkage=0.16829


Tree=7407
num_leaves=16
num_cat=0
split_feature=40 159 0 150 0 10 10 158 402 1210 12 51 158 0 0
split_gain=0.147255 0.110069 0.0976772 0.112801 0.111292 0.237213 0.126692 0.0867533 0.0685963 0.0628226 0.0575067 0.0446218 0.0265616 0.022423 0.00711987
threshold=0.0045850000000000005 -0.11380999999999998 -0.13409999999999997 0.10117000000000001 -0.10934999999999999 -0.089679999999999982 -0.008564999999999998 0.080045000000000019 -0.46214499999999997 0.086560000000000012 0.084535000000000013 0.041320000000000003 -0.25172999999999995 -0.22480499999999998 -0.14867499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 7 -4 -6 -7 10 -8 -10 13 12 -1 -3 -15
right_child=-2 2 4 -5 5 6 8 -9 9 -11 -12 -13 -14 14 -16
leaf_value=0.00073670432156750659 -0.0061046710098695877 -0.0051392541556097371 0.0071014896345518224 0.0049367884616870203 -0.008499206700372219 0.0098784657979236936 0.0070251032012164207 0.0027364687553910654 0.0014528313217857223 -0.0041612081345113513 -0.008798967869278548 0.0087465164162848063 0.0053884843878172148 0.00011867456903956523 -0.0025597825418867178
leaf_weight=60 74 67 100 66 67 52 61 64 1927 58 59 68 86 55 55
leaf_count=60 74 67 100 66 67 52 61 64 1927 58 59 68 86 55 55
internal_value=0 0.00149524 0.00119582 -0.00135238 0.00160837 0.00135382 0.00166933 -0.00274199 0.00145982 0.00128789 -0.00423528 0.00516808 0.0034891 -0.0027039 -0.00120422
internal_weight=0 2845 2631 366 2265 2165 2098 300 2046 1985 236 214 146 177 110
internal_count=2919 2845 2631 366 2265 2165 2098 300 2046 1985 236 214 146 177 110
is_linear=0
shrinkage=0.16829


Tree=7408
num_leaves=20
num_cat=0
split_feature=4 15 159 4 48 48 159 43 160 15 52 52 48 15 0 49 159 49 159
split_gain=0.132083 0.11441 0.159505 0.125719 0.107572 0.145858 0.103171 0.121699 0.0959879 0.0755373 0.0745975 0.230893 0.137531 0.130035 0.11817 0.0969905 0.0558971 0.0339099 0.0286503
threshold=0.26546000000000003 -0.43091499999999999 0.10610000000000001 0.42118000000000005 -0.088594999999999993 -0.024949999999999996 -0.084084999999999979 -0.025879999999999997 -0.14309999999999998 0.043560000000000008 -0.092084999999999986 -0.080219999999999986 0.085635000000000017 0.089715000000000003 -0.096109999999999987 0.093930000000000013 -0.11380999999999998 0.065470000000000014 -0.43709499999999996
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 17 -1 -6 7 16 9 -8 13 12 -12 14 -10 -13 18 -3 -7
right_child=1 3 -4 -5 5 6 8 -9 10 -11 11 15 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00888323665362626 0.006313931161043472 -0.0036415833300206539 -0.0047709460577233104 -0.010225780361913189 -0.0066368862319431138 0.0020848222288915187 -0.0056031905902005665 0.010300296985312984 0.01160770375353175 0.0018418077022735791 -0.011379065787114029 0.0019860156194421211 -0.00076337691680386261 -0.0046693275802331298 0.0031504599431294382 -0.0032710714153410011 -0.002133162591421261 0.0015081644291885729 0.0068299748947054676
leaf_weight=55 88 90 63 70 63 86 101 77 53 62 64 1216 76 53 415 108 55 60 64
leaf_count=55 88 90 63 70 63 86 101 77 53 62 64 1216 76 53 415 108 55 60 64
internal_value=0 -0.0018814 0.00167722 -0.00433208 0.00151552 0.00135226 0.00156012 0.00458868 0.00116168 -0.00276033 0.00148465 0.000867522 -0.0056291 0.00321531 0.00411206 0.00155583 0.00243458 -0.00156971 0.0041214
internal_weight=0 371 151 220 2548 2493 2430 282 2148 163 1985 1464 140 521 468 1324 205 150 150
internal_count=2919 371 151 220 2548 2493 2430 282 2148 163 1985 1464 140 521 468 1324 205 150 150
is_linear=0
shrinkage=0.16829


Tree=7409
num_leaves=26
num_cat=0
split_feature=2 2 2 2 0 0 14 16 0 52 0 160 0 0 0 2 2 42 0 160 52 2 52 2 2
split_gain=5.49276 2.30309 1.24343 1.17579 1.17306 0.800586 0.4924 0.402285 0.252841 0.221774 0.190198 0.186871 0.137715 0.133258 0.172353 0.130336 0.126647 0.129505 0.0929214 0.090889 0.109368 0.0831729 0.0619926 0.0498804 0.0161614
threshold=0.11891500000000001 -1.0000000180025095e-35 0.25063000000000007 0.099845000000000003 -0.13165999999999997 -0.076589999999999978 0.073890000000000011 0.14976500000000001 -0.10998999999999999 -0.45635499999999996 -0.076589999999999978 -1.0000000180025095e-35 0.024295000000000001 -0.084114999999999981 -0.049024999999999992 0.087925000000000017 0.095465000000000008 -1.0000000180025095e-35 -0.089949999999999988 -0.060659999999999992 0.029970000000000007 0.088665000000000008 -0.021309999999999996 0.089025000000000007 0.13388500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 6 22 -1 8 13 11 -6 15 -3 -7 24 -15 18 17 -12 -10 -11 -21 -17 -5 -13 -2
right_child=2 3 -4 4 9 12 -8 -9 10 19 16 23 -14 14 -16 21 -18 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.00075920003686056248 0.00038077078796137052 0.00061300399788424755 -4.2452643274911514e-05 0.00054252279078425159 0.00097031402159947298 0.00043295293186081167 0.0011803278883881912 0.000694304079466105 0.0010296006921335866 0.00068447410563111336 0.00094001884637353803 0.00092482746907460449 0.00020211770929288945 0.00064355793282375249 0.00038353647651311772 0.00079078484318161838 0.00097680360922751896 0.00077730248315320473 0.00094179414829866223 0.00073908671437407814 0.0009080491314979889 0.00091113047837135177 0.0003981790233739385 0.00077707093057101319 0.00029509349724401096
leaf_weight=79 56 52 55 69 96 62 74 82 178 77 74 59 53 52 62 82 71 221 656 87 88 362 67 52 53
leaf_count=79 56 52 55 69 96 62 74 82 178 77 74 59 53 52 62 82 71 221 656 87 88 362 67 52 53
internal_value=0 0.000849171 0.000413642 0.000877543 0.000732132 0.000503106 0.000914941 0.000496004 0.000904053 0.00083382 0.000916465 0.000778645 0.000326874 0.000422929 0.000502452 0.000935732 0.000849095 0.000818239 0.000960577 0.000781682 0.000824252 0.000888984 0.000471671 0.000855926 0.000339434
internal_weight=0 2559 360 2365 484 194 1881 305 1807 348 1644 163 115 223 114 1278 366 295 834 252 175 444 136 111 109
internal_count=2919 2559 360 2365 484 194 1881 305 1807 348 1644 163 115 223 114 1278 366 295 834 252 175 444 136 111 109
is_linear=0
shrinkage=0.0032998


Tree=7410
num_leaves=12
num_cat=0
split_feature=12 133 147 48 4 9 16 1211 484 159 159
split_gain=0.280808 0.197518 0.101871 0.163896 0.120342 0.107148 0.100962 0.0848453 0.0805602 0.122632 0.0876477
threshold=-0.11319999999999998 -0.43104999999999993 1.0000000180025095e-35 -0.083209999999999992 -0.51843499999999987 0.088395000000000015 -0.082974999999999979 0.10518000000000001 0.088860000000000008 -0.020314999999999996 -0.45963999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 4 -4 -3 7 -2 8 10 -10 -6
right_child=1 2 3 -5 5 -7 -8 -9 9 -11 -12
leaf_value=0.011181580259956433 0.01302816383325103 0.0094380296159335617 0.0030498667564731454 -0.0074893691494977701 0.0070916301972182606 0.0093068903921862262 0.0038321362002846225 0.0071196685608052954 -0.0015944771008547512 0.0072865131261600248 0.00090338853625677312
leaf_weight=97 65 59 81 86 67 52 72 76 63 144 2096
leaf_count=97 65 59 81 86 67 52 72 76 63 144 2096
internal_value=0 0.00196988 0.00165546 -0.00236677 0.00191886 0.00174055 0.00820833 0.00157896 0.00140052 0.00457492 0.0010959
internal_weight=0 2861 2724 167 2557 2498 137 2446 2370 207 2163
internal_count=2958 2861 2724 167 2557 2498 137 2446 2370 207 2163
is_linear=0
shrinkage=0.16829


Tree=7411
num_leaves=28
num_cat=0
split_feature=1 12 4 3 4 4 15 14 1 15 12 13 160 1446 4 4 132 13 52 52 3 4 1 4 12 43 52
split_gain=10.65 1.76464 1.20798 0.751627 0.537841 0.496463 0.469377 0.351919 0.331301 0.290994 0.27865 0.249057 0.332063 0.276865 0.208225 0.157701 0.154563 0.152988 0.144494 0.172599 0.140709 0.136391 0.136212 0.133857 0.0697968 0.0658523 0.0561041
threshold=0.098395000000000024 0.085075000000000026 0.31392000000000003 0.093925000000000022 0.043640000000000005 -0.17568999999999999 -0.13513499999999998 -0.13131999999999996 0.11584000000000001 -0.10981499999999998 -0.089399999999999993 -0.085349999999999995 -0.014565 1.0000000180025095e-35 -0.082199999999999981 -0.017399999999999995 0.03056 -0.09219999999999999 0.023800000000000005 -0.011499999999999998 -0.084899999999999989 -0.079524999999999985 0.11198000000000001 0.27998000000000006 0.08598500000000002 -0.046639999999999994 -0.43479999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 8 4 6 -2 25 -7 26 -6 -9 12 20 14 16 17 -13 -14 19 -11 -8 -15 -12 -24 -16 -1 -3
right_child=1 2 -4 -5 9 7 11 10 -10 18 22 13 15 21 24 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28
leaf_value=0.0011633851142617724 0.00071019864017437737 0.00087761910430670482 0.00034627272194985055 0.0007023183546897273 0.0010758198675121671 0.00057338997761441325 0.0013655986082660855 0.00047977905177383625 0.00070230939973077162 0.00088004243632374139 0.00015493750184092519 0.0011006850061467091 0.0010745622199098673 0.00071490973558418331 0.0010469737097126342 0.0011708842050054558 0.0009069034302227393 0.00089011491002354546 0.00094459607334962045 0.00065044298460201579 0.0011340515423216143 0.00094535780999408924 0.00042754707476707948 0.00023203701037755931 0.00096526677602420301 0.0013340092995433733 0.001016523452627072
leaf_weight=59 59 61 64 89 64 87 55 103 92 70 74 353 102 52 155 67 54 102 71 77 67 66 76 79 625 52 83
leaf_count=59 59 61 64 89 64 87 55 103 92 70 74 353 102 52 155 67 54 102 71 77 67 66 76 79 625 52 83
internal_value=0 0.00055076 0.000749286 0.0010006 0.00101328 0.000426088 0.00103429 0.000385998 0.000858429 0.00087841 0.000336786 0.00102058 0.00109434 0.000998339 0.00101364 0.00102921 0.00107506 0.000982511 0.000820293 0.000760016 0.00123873 0.000844103 0.000272316 0.000328127 0.000981549 0.00124363 0.000957927
internal_weight=0 778 300 2180 2091 478 1809 419 236 282 332 1698 393 1305 1187 271 407 204 218 147 122 118 229 155 780 111 144
internal_count=2958 778 300 2180 2091 478 1809 419 236 282 332 1698 393 1305 1187 271 407 204 218 147 122 118 229 155 780 111 144
is_linear=0
shrinkage=0.0032998


Tree=7412
num_leaves=31
num_cat=0
split_feature=1 52 47 1 49 2 52 2 14 2 49 13 47 48 2 52 4 39 133 133 2 2 52 52 52 13 2 4 13 133
split_gain=14.2381 2.4474 1.52196 1.08256 1.11977 0.891082 0.887564 0.450893 0.396693 0.392032 0.29675 0.211105 0.186637 0.22612 0.221793 0.191357 0.16808 0.121309 0.114233 0.126079 0.106141 0.0994639 0.0990706 0.16525 0.0964018 0.13903 0.0842921 0.0662421 0.173326 0.0327752
threshold=0.10331000000000003 -0.41694999999999993 0.078345000000000012 0.089680000000000024 -0.014479999999999998 0.10179000000000001 0.12484500000000003 0.13673000000000005 0.073890000000000011 1.0000000180025095e-35 -0.054319999999999993 0.036560000000000002 0.077065000000000008 0.09062000000000002 0.092320000000000013 -0.065394999999999995 -0.095479999999999982 0.088025000000000006 0.10254500000000001 0.017095000000000003 -1.0000000180025095e-35 0.085225000000000009 0.013340000000000001 -0.011499999999999998 -0.091329999999999981 -0.0090849999999999976 0.11426500000000002 -0.050244999999999991 -0.072634999999999991 0.092000000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 5 -5 8 7 10 12 -4 -3 18 14 -14 15 21 -17 -9 19 -7 -12 -1 23 -16 -6 27 -22 28 -26 -24
right_child=1 2 9 4 24 11 -8 17 -10 -11 20 -13 13 -15 22 16 -18 -19 -20 -21 26 -23 29 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011494353127274968 0.0012989049934225456 0.00077118843118512636 0.0011539470879591187 0.00083882269102663113 0.0013602052435351072 0.0011819360410135042 0.0009770837067390771 0.00045156522590800277 0.0016071665261463922 0.00080976392412965737 0.00043894861484875691 0.0009931491940645468 0.00158660372556742 0.0013175321041360179 0.0012936860684401184 0.0015739814597024644 0.0013750999485719782 0.00024038959421833096 0.001101458689247082 0.0013677257369666099 0.00069725865076368011 0.0013175639978427714 0.0013625621155460945 0.0010499208572522468 0.0010750552830841335 0.0010928205667078391 0.00050599679713125931 0.0013640394593229736 0.0013368688316267477 0.001257735109923504
leaf_weight=55 79 82 69 99 65 99 55 72 72 78 80 61 81 63 73 52 778 52 74 74 52 169 90 56 53 78 53 56 63 75
leaf_count=55 79 82 69 99 65 99 55 72 72 78 80 61 81 63 73 52 778 52 74 74 52 169 90 56 53 78 53 56 63 75
internal_value=0 0.000752821 0.000680012 0.00129934 0.00114604 0.00133323 0.00058384 0.000528434 0.00136531 0.000971559 0.000604997 0.00117019 0.00135362 0.00146913 0.00134125 0.00136401 0.0013876 0.000363292 0.00121377 0.00126161 0.000531144 0.00127644 0.00125953 0.00118814 0.00124248 0.00121173 0.000601052 0.00126545 0.00121755 0.00131513
internal_weight=0 672 593 2286 414 1872 446 391 1564 147 267 308 1492 144 1348 1054 830 124 247 173 185 224 294 129 315 250 105 172 116 165
internal_count=2958 672 593 2286 414 1872 446 391 1564 147 267 308 1492 144 1348 1054 830 124 247 173 185 224 294 129 315 250 105 172 116 165
is_linear=0
shrinkage=0.0032998


Tree=7413
num_leaves=16
num_cat=0
split_feature=12 4 11 52 4 4 2 0 12 1 4 12 3 42 0
split_gain=0.15737 0.156273 0.24236 0.11187 0.138137 0.0910153 0.179335 0.176202 0.0996322 0.108311 0.123582 0.114614 0.0857685 0.0561434 0.0466439
threshold=-0.11319999999999998 0.27258000000000004 0.091055000000000011 0.042815000000000006 0.51152500000000012 0.074650000000000008 0.13631000000000001 -0.12851999999999997 0.10859000000000001 0.089680000000000024 0.043640000000000005 0.092675000000000021 -0.064734999999999987 0.081605000000000025 -0.088794999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 13 6 8 -7 9 10 -2 -11 -10 -3 -9
right_child=1 3 -4 -5 -6 7 -8 14 12 11 -12 -13 -14 -15 -16
leaf_value=0.010189616868888089 0.0042173432842639805 -0.0076581245394558373 0.015077179791432799 0.0053469078045029865 0.0046465811544717977 0.015341696451827636 -0.0048718780314632535 0.0016861469350159105 0.0039444682104436656 -0.00073614010313460322 -0.0025187483097715009 0.0042719246463111642 0.012805879466853333 -0.00092536092759570583 0.0077963996746323308
leaf_weight=97 1492 94 52 69 56 52 76 96 68 347 81 206 58 57 57
leaf_count=97 1492 94 52 69 56 52 76 96 68 347 81 206 58 57 57
internal_value=0 0.00328742 0.00369391 -0.000513288 -0.00247537 0.00345952 0.00315874 0.00686647 0.00343055 0.00315665 0.00386933 0.00112618 0.00803779 -0.00512852 0.00397426
internal_weight=0 2861 2585 276 207 2533 2328 205 2252 2126 1573 553 126 151 153
internal_count=2958 2861 2585 276 207 2533 2328 205 2252 2126 1573 553 126 151 153
is_linear=0
shrinkage=0.16829


Tree=7414
num_leaves=19
num_cat=0
split_feature=133 3 15 4 11 155 43 3 52 4 4 3 15 4 52 15 12 12
split_gain=0.122942 0.120469 0.117491 0.109148 0.0923463 0.143732 0.126569 0.197719 0.0899078 0.114989 0.0864672 0.112752 0.113464 0.0876438 0.0811103 0.0753497 0.0678181 0.0330697
threshold=-0.43104999999999993 0.41110500000000005 0.086480000000000015 0.27258000000000004 0.079700000000000007 0.090655000000000013 0.065040000000000014 -0.057749999999999989 0.047800000000000009 0.41823000000000005 0.074650000000000008 0.10402500000000002 -0.0088349999999999974 0.0072100000000000003 0.08321000000000002 -0.042209999999999991 -0.064689999999999984 0.091445000000000012
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 6 -6 10 14 9 -5 11 13 -13 -2 -8 17 -11 -12
right_child=1 -3 -4 8 5 -7 7 -9 -10 16 15 12 -14 -15 -16 -17 -18 -19
leaf_value=0.012474421131620131 0.0033222115378028377 0.010217918035222404 0.0025546725725733989 -0.0071954502004505294 0.012126055531561429 0.00084634822058903859 -0.0013760945058782898 0.0065499513895135551 0.0049373452561211287 0.0051066894360491414 0.0067364681729493604 0.0025608976328843603 -0.0082940259492870674 -0.0005709044857100965 -0.010687374657642681 0.011819087177435463 -0.0025963561922550974 0.0010272854229282605
leaf_weight=73 1734 59 64 83 74 57 53 52 63 58 65 57 52 180 54 54 73 53
leaf_count=73 1734 59 64 83 74 57 53 52 63 58 65 57 52 180 54 54 73 53
internal_value=0 0.00268338 0.00785349 0.00252179 0.00287513 0.00723181 0.00263191 -0.00194625 -0.000641585 -0.00229238 0.00296436 0.00265489 -0.00260112 0.00295515 -0.00609204 0.00659384 0.000800438 0.0041874
internal_weight=0 2821 137 2762 2485 131 2354 159 277 214 2195 2023 109 1914 107 172 131 118
internal_count=2958 2821 137 2762 2485 131 2354 159 277 214 2195 2023 109 1914 107 172 131 118
is_linear=0
shrinkage=0.16829


Tree=7415
num_leaves=22
num_cat=0
split_feature=1 47 1 39 1 14 0 42 0 1452 49 14 159 39 49 0 42 11 0 42 42
split_gain=11.5618 1.7753 1.62984 0.955946 0.78409 0.604865 0.414669 0.402298 0.344533 0.278483 0.223885 0.363898 0.195582 0.129862 0.121964 0.299368 0.141911 0.0956602 0.146778 0.077322 0.0573071
threshold=0.10921500000000002 0.085585000000000008 0.092845000000000025 0.082115000000000007 0.12040000000000002 0.064610000000000015 -0.099704999999999974 0.086510000000000017 0.11160500000000002 0.085260000000000016 -0.014989999999999998 -0.40567999999999999 0.087175000000000016 1.0000000180025095e-35 -0.0063599999999999985 -0.105195 0.086435000000000012 0.08184000000000001 -0.076734999999999984 0.088025000000000006 0.094540000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 6 12 8 -4 -3 9 13 -6 -12 -2 14 15 -1 -16 18 -8 -13 -20
right_child=1 7 3 -5 10 -7 17 -9 -10 -11 11 19 -14 -15 16 -17 -18 -19 20 -21 -22
leaf_value=0.00091531475870105584 0.00076821117885907835 0.00074866925073544021 0.00084523322195572022 0.00064525245706228084 0.00054388968907802173 0.0014570776679090798 0.0011755201105998307 0.0010857266885667194 0.00092492389602533425 0.00097748206265262723 0.00054996118786972907 0.00015037332481616857 0.0005150377153421246 0.001034015500928941 0.0012290184771927069 0.0011825181400113051 0.0011600359535300809 0.0012287936284784441 0.00091054273513503029 0.00031571807724287289 0.0010686958753437451
leaf_weight=60 98 83 94 87 65 83 83 74 63 76 52 73 52 64 882 212 560 56 57 55 54
leaf_count=60 98 83 94 87 65 83 83 74 63 76 52 73 52 64 882 212 560 56 57 55 54
internal_value=0 0.000610669 0.00113983 0.000955351 0.000492495 0.00117957 0.00103367 0.000907762 0.00116754 0.00117577 0.000377136 0.000316723 0.000680679 0.00118422 0.00118981 0.00112371 0.00120225 0.00110439 0.00106829 0.000221695 0.0009878
internal_weight=0 552 2431 431 395 2000 344 157 1917 1854 245 180 150 1778 1714 272 1442 250 194 128 111
internal_count=2983 552 2431 431 395 2000 344 157 1917 1854 245 180 150 1778 1714 272 1442 250 194 128 111
is_linear=0
shrinkage=0.0032998


Tree=7416
num_leaves=16
num_cat=0
split_feature=15 14 14 1213 1452 403 15 1208 403 0 0 0 403 13 403
split_gain=0.21419 0.184034 0.175611 0.163595 0.132481 0.129278 0.122655 0.0911578 0.137941 0.0998179 0.221891 0.156686 0.0301481 0.0284962 0.037361
threshold=-0.2987999999999999 -0.40567999999999999 -1.0000000180025095e-35 -0.025929999999999998 0.088450000000000015 -0.085834999999999981 -0.52461999999999986 0.10128000000000001 -0.53317999999999988 -0.0033699999999999993 0.048825000000000007 -0.047019999999999999 0.50599500000000008 -0.06286499999999999 -0.0023749999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 7 -4 -3 8 -5 11 -11 -10 13 14 -7
right_child=2 6 3 4 -6 12 -8 -9 9 10 -12 -13 -14 -15 -16
leaf_value=0.004129912788675077 0.012534379939617982 -0.0012981280522115903 0.012760992908074862 -0.0046822221921760171 -0.0040212346325846594 0.0067058867655354869 -0.011568446714600713 0.0097192470886180906 0.0030824716266739335 -0.0095136268457095049 0.002664649177263331 0.010572084804512568 0.0011826871781797537 0.0078771359165370949 0.00164709299740446
leaf_weight=84 59 74 74 68 80 87 60 55 1793 56 174 83 52 103 81
leaf_count=84 59 74 74 68 80 87 60 55 1793 56 174 83 52 103 81
internal_value=0 -0.00203328 0.00344087 0.00324194 0.00269801 0.00640094 -0.00591019 0.00293998 0.00276764 0.00300904 -0.000292685 0.00341479 0.00493827 0.00565227 0.00427752
internal_weight=0 218 2765 2706 2309 397 134 2229 2174 2106 230 1876 323 271 168
internal_count=2983 218 2765 2706 2309 397 134 2229 2174 2106 230 1876 323 271 168
is_linear=0
shrinkage=0.16829


Tree=7417
num_leaves=12
num_cat=0
split_feature=9 10 9 3 3 157 15 160 159 15 1429
split_gain=0.168671 0.122359 0.169546 0.107669 0.167566 0.154097 0.116849 0.110916 0.0868435 0.140857 0.0891319
threshold=0.093040000000000012 -0.15367499999999998 -1.0000000180025095e-35 -0.15041499999999997 -0.13117499999999996 -0.0089949999999999978 -0.036279999999999993 -0.54243999999999992 -0.080804999999999988 -0.011749999999999998 -0.074184999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 -4 -7 -6 9 -9 -10
right_child=-2 2 3 4 7 6 -8 8 10 -11 -12
leaf_value=0.010429270959239805 -0.0069620254107294324 -0.0048078543150707007 0.0069486477304922965 0.011869144789891786 0.0094750521781695792 -0.0097952093960645484 -0.00015314613097623976 0.003294584083201932 0.0092296333878069334 -0.0042921923831354637 0.0028407396268959094
leaf_weight=57 52 86 53 60 70 55 102 154 64 126 2104
leaf_count=57 52 86 53 60 70 55 102 154 64 126 2104
internal_value=0 0.00269808 0.00254412 0.00277155 0.00307019 -0.000886091 -0.00354238 0.00285981 0.00266992 -0.000113049 0.00303017
internal_weight=0 2931 2874 2788 2578 210 157 2518 2448 280 2168
internal_count=2983 2931 2874 2788 2578 210 157 2518 2448 280 2168
is_linear=0
shrinkage=0.16829


Tree=7418
num_leaves=22
num_cat=0
split_feature=15 10 43 1213 16 16 51 16 1 1 16 15 157 50 43 16 43 15 16 43 43
split_gain=0.122086 0.173542 0.113275 0.0998252 0.0924085 0.163449 0.138724 0.0976883 0.0914749 0.108598 0.0873411 0.0728152 0.0656729 0.0749076 0.0649334 0.0572119 0.0569781 0.056039 0.0404106 0.0374391 0.0445326
threshold=-0.2987999999999999 -0.085474999999999982 -0.50182499999999985 -0.025929999999999998 0.14976500000000001 0.0077850000000000011 -0.026354999999999996 0.24100000000000002 0.085345000000000018 0.078435000000000019 -0.23389999999999997 -0.46772999999999992 -0.082009999999999986 -0.041284999999999995 -0.049999999999999996 -0.091354999999999978 0.021175000000000003 0.050935000000000008 -0.14239499999999997 -0.0060749999999999997 -0.013164999999999998
decision_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 15 5 8 -7 -6 9 -5 -10 14 -9 -14 -1 -4 19 -8 -13 20 -17
right_child=1 2 3 4 7 6 17 12 10 -11 -12 18 13 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=-0.002637353381659777 0.010397209074893742 -0.0044412043260601318 0.0093728709006988577 0.002557557439500445 0.010137950941355238 -0.0099347532117504671 0.0030385757273567403 -0.0023755639695455487 0.0040594656125361546 0.0099658596443042407 -0.00063340213455772177 -0.0016705219145107559 -0.00089261403678690004 0.0054798429529479319 0.0055699704198135915 0.0021566586088307628 0.008571591138807854 -0.0034671649719154847 -0.008206723205968821 -0.00023459470263918793 0.0075454258826602397
leaf_weight=56 75 71 66 897 66 59 73 53 145 60 497 57 67 230 53 121 61 77 52 78 69
leaf_count=56 75 71 66 897 66 59 73 53 145 60 497 57 67 230 53 121 61 77 52 78 69
internal_value=0 0.00240614 0.00218267 0.00236293 0.00192372 0.00140188 -0.0030206 0.00418741 0.00198105 0.00302391 0.000423715 -0.00172591 0.00306017 0.00403624 0.00133688 0.0048313 0.00391476 -0.000289061 -0.00480519 0.0028481 0.00412309
internal_weight=0 2765 2690 2619 2224 1808 209 416 1599 957 642 218 350 297 109 395 329 150 109 268 190
internal_count=2983 2765 2690 2619 2224 1808 209 416 1599 957 642 218 350 297 109 395 329 150 109 268 190
is_linear=0
shrinkage=0.16829


Tree=7419
num_leaves=22
num_cat=0
split_feature=1 4 12 1 12 1 12 12 3 4 1 4 4 480 11 1 151 16 131 1 12
split_gain=5.03606 1.17437 0.926643 0.532371 0.446495 0.502478 0.273821 0.234839 0.220258 0.348511 0.201661 0.201348 0.263148 0.174101 0.214071 0.125522 0.113224 0.1051 0.0996048 0.0849119 0.0639502
threshold=0.10398500000000001 0.51395000000000002 0.085075000000000026 0.12466500000000001 0.056995000000000011 0.088035000000000016 0.11755500000000001 0.082425000000000012 -0.008624999999999999 0.00023500000000000005 0.079225000000000004 -0.15283499999999997 0.094220000000000012 -0.060589999999999998 0.077905000000000016 0.11690500000000002 1.0000000180025095e-35 -0.105305 0.090280000000000013 0.11925000000000001 0.093670000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 11 18 5 10 7 -6 -7 -10 -1 -2 15 -9 16 -13 20 19 -4 -14 -15
right_child=1 -3 3 -5 6 8 -8 13 9 -11 -12 12 17 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00067765791606555676 0.0005835051430668483 0.00011135821289664989 0.0008302202564211559 0.00039995406647189201 0.00099904917419876425 0.00036005308636040645 0.00059713267126064494 0.0006031584645913243 0.0007861648412099035 0.00043138669971248697 0.00089898751161509129 0.0003399857867688249 0.00048340611124987132 0.00080335294913238121 0.00095230048586248013 0.00012698905956633625 0.00064392787344733017 0.0005606478631875973 0.0006572010469992999 0.00030735228147595219 0.00075508175911764505
leaf_weight=100 53 100 101 60 60 56 82 56 62 60 85 67 56 1141 89 56 63 57 61 68 450
leaf_count=100 53 100 101 60 60 56 82 56 62 60 85 67 56 1141 89 56 63 57 61 68 450
internal_value=0 0.000442026 0.000499075 0.000666708 0.000765527 0.000658703 0.000785487 0.000793777 0.000532915 0.000611973 0.00077954 0.000394734 0.000361707 0.000786911 0.000792794 0.000243298 0.00078419 0.000441978 0.000765289 0.000387145 0.000789722
internal_weight=0 679 579 222 2304 363 1941 1859 178 122 185 357 304 1799 1743 123 1654 181 162 124 1591
internal_count=2983 679 579 222 2304 363 1941 1859 178 122 185 357 304 1799 1743 123 1654 181 162 124 1591
is_linear=0
shrinkage=0.0032998


Tree=7420
num_leaves=28
num_cat=0
split_feature=1 1 12 2 4 1 0 2 0 150 1 0 12 2 4 2 12 2 1 0 1 12 474 2 1 15 1
split_gain=8.25016 2.06724 1.2276 0.943802 0.734523 0.423945 0.460784 0.441548 0.288423 0.286632 0.284451 0.260887 0.284102 0.223398 0.23307 0.263659 0.162229 0.162087 0.1552 0.146645 0.145547 0.143975 0.113085 0.102855 0.0810628 0.086196 0.0436191
threshold=0.10331000000000003 0.13601500000000002 -1.0000000180025095e-35 0.099845000000000003 -0.033649999999999992 0.085780000000000009 -0.14755499999999996 0.086755000000000013 -0.07106999999999998 1.0000000180025095e-35 0.14860500000000001 -0.108275 0.08598500000000002 0.10325000000000002 0.053330000000000009 0.11366500000000002 0.097345000000000015 0.11487000000000001 0.11189500000000001 -0.080499999999999988 0.12466500000000001 0.085425000000000015 1.0000000180025095e-35 0.087925000000000017 0.096315000000000026 -0.058859999999999989 0.091600000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 5 -4 6 -1 8 24 17 -3 -8 19 -5 15 -15 -16 -6 -2 21 -20 -13 23 -14 25 -7 -27
right_child=1 10 4 13 9 7 11 -9 -10 -11 -12 12 22 14 16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 26 -28
leaf_value=0.0012220525116165384 0.00024196115998206236 0.00029375229395879225 0.00095163833530755026 0.00061748868066649682 0.00077729566760351447 0.0010763930802894829 0.00073809549684781867 0.00063244321660212914 0.00067374754773735226 0.00044837410021088524 1.9394020697867364e-05 0.0009825692065234769 0.00099476432741829493 0.00099672791512061859 0.00079618784213084895 0.00075105426430474315 0.00055826020752908299 0.00056914750972730766 0.0005745319545601941 0.0011922370571989711 0.0003329380394373269 0.001154850655648079 0.00077967291587867262 0.00090634862470589266 0.00082660732818283338 0.00089758281027851352 0.00099932647132201314
leaf_weight=78 63 103 101 87 102 60 57 79 53 77 69 338 243 103 79 92 54 71 53 58 58 66 55 404 64 158 78
leaf_count=78 63 103 101 87 102 60 57 79 53 77 69 338 243 103 79 92 54 71 53 58 58 66 55 404 64 158 78
internal_value=0 0.000498156 0.000601047 0.000910122 0.000713503 0.000943063 0.000974512 0.000859959 0.000903394 0.000617156 0.000183895 0.00095867 0.000969441 0.000767873 0.000807654 0.000881001 0.000699851 0.000692074 0.000373992 0.00103366 0.000448611 0.0010108 0.00092713 0.00093961 0.000937105 0.000960877 0.000931359
internal_weight=0 697 525 2206 351 1791 1299 492 413 250 172 1221 1164 415 328 195 133 173 174 462 111 404 702 647 360 296 236
internal_count=2903 697 525 2206 351 1791 1299 492 413 250 172 1221 1164 415 328 195 133 173 174 462 111 404 702 647 360 296 236
is_linear=0
shrinkage=0.0032998


Tree=7421
num_leaves=11
num_cat=0
split_feature=12 14 10 14 1447 159 150 10 123 150
split_gain=0.19532 0.113819 0.125757 0.103388 0.0968815 0.326574 0.0937381 0.0817816 0.0863105 0.111275
threshold=-0.25967999999999997 -0.13131999999999996 -0.11133 -0.45282499999999992 -0.085574999999999984 -0.085534999999999986 0.12240500000000001 -0.0088449999999999987 0.090015000000000026 0.10871000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -4 7 -6 9 -9
right_child=1 2 4 -5 6 -7 -8 8 -10 -11
leaf_value=-0.0070282514934607229 0.0033914301845931042 -0.0046413087304498484 0.0070254173230757232 0.013861480091504582 0.0096691739268464257 -0.010994528183057089 -0.0029436359978263042 0.0033533344028036133 -0.0021672909331380344 0.010592758836138392
leaf_weight=54 55 60 59 53 60 55 65 2303 77 62
leaf_count=54 55 60 59 53 60 55 65 2303 77 62
internal_value=0 0.00317856 0.00296641 0.00854615 0.00313734 -0.00165266 0.00335076 0.00351501 0.00336306 0.00354388
internal_weight=0 2849 2741 108 2681 114 2567 2502 2442 2365
internal_count=2903 2849 2741 108 2681 114 2567 2502 2442 2365
is_linear=0
shrinkage=0.16829


Tree=7422
num_leaves=14
num_cat=0
split_feature=12 1212 43 13 12 133 10 12 1212 12 376 0 401
split_gain=0.135168 0.0872522 0.0805639 0.200976 0.106047 0.10318 0.0867894 0.0830475 0.0787358 0.0786338 0.122472 0.113867 0.0588978
threshold=-0.25967999999999997 -0.024559999999999995 -0.22491499999999998 0.10935500000000002 -0.10468499999999999 0.085475000000000009 -0.087119999999999989 0.093245000000000008 -0.08811999999999999 -0.078454999999999983 0.083705000000000016 0.0088250000000000012 0.11061500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 5 4 -4 7 -6 -3 12 10 -8 -11 -2
right_child=1 2 3 -5 6 -7 9 -9 -10 11 -12 -13 -14
leaf_value=-0.0058454688190911035 0.00087108865587105452 0.00071509660762734311 0.0097920138917986302 0.012796651467289725 -0.0045486381354444142 0.0047930601147015547 -0.0060523750158812985 -0.0082751412790200932 0.01117358119632854 0.0023080450867642749 0.003108461034474127 0.0068899873668586062 0.0080543239330593593
leaf_weight=54 80 55 54 54 52 56 77 61 60 1989 89 167 55
leaf_count=54 80 55 54 54 52 56 77 61 60 1989 89 167 55
internal_value=0 0.00264375 0.00239019 0.00263449 0.00240774 -0.0011247 0.00223901 -0.00399704 0.00608555 0.00239179 -0.00113002 0.00266379 0.0038109
internal_weight=0 2849 2654 2482 2428 172 2374 116 195 2322 166 2156 135
internal_count=2903 2849 2654 2482 2428 172 2374 116 195 2322 166 2156 135
is_linear=0
shrinkage=0.16829


Tree=7423
num_leaves=27
num_cat=0
split_feature=12 2 2 43 12 16 16 2 43 2 11 39 49 2 51 12 483 48 43 49 133 49 130 2 16 16
split_gain=7.0955 1.93106 1.81054 1.07507 0.821066 0.748932 0.653061 0.627742 0.439076 0.353465 0.345375 0.239274 0.176116 0.179146 0.174811 0.163035 0.162584 0.14598 0.138776 0.134125 0.126097 0.113902 0.106496 0.101878 0.08654 0.0577616
threshold=0.078120000000000009 0.13154000000000002 0.14132000000000003 -0.041049999999999996 0.091545000000000015 -0.35377499999999995 -0.4193599999999999 0.10859000000000001 -0.097764999999999977 0.10100500000000003 1.0000000180025095e-35 0.087880000000000014 0.083250000000000005 0.088820000000000024 -0.093789999999999984 0.086085000000000009 0.10680500000000001 0.093225000000000016 -0.075739999999999988 0.10322500000000003 0.11330000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.16730000000000003 -0.052894999999999991 -0.5152199999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 9 25 -6 14 -1 10 12 -10 13 20 -7 -14 17 19 -15 22 -2 -16 -8 -4 -23 -5
right_child=1 -3 23 5 6 7 16 -9 11 -11 -12 -13 15 18 21 -17 -18 -19 -20 -21 -22 24 -24 -25 -26 -27
leaf_value=0.00073059858761029598 0.0010735125408537929 0.0004784476796726663 0.00032098725314547323 0.00048062216234833068 0.00057434179922377518 0.0011133992353748914 0.0011094575086533767 0.00062370085940567925 0.00054921886718521207 0.00081833432639564965 0.0013086513676756357 0.00031296112338184158 0.0012640624938626607 0.0010095318115455811 0.0007896661055567985 0.0010537859608614497 0.0011175785675415595 0.00076213508622372417 0.00079081637584652725 0.00080134467427649386 0.00091135180053528945 0.0010661389211782922 0.00094893089662202365 0.00011858651641043943 0.00087176818382336677 0.00063258515593732681
leaf_weight=73 668 80 57 61 55 58 52 87 92 64 65 97 83 90 66 85 59 52 52 65 60 53 567 53 54 55
leaf_count=73 668 80 57 61 55 58 52 87 92 64 65 97 83 90 66 85 59 52 52 65 60 53 567 53 54 55
internal_value=0 0.000982089 0.000617663 0.000679862 0.00100205 0.000780782 0.000923713 0.00086377 0.000512555 0.00105907 0.00107301 0.000428151 0.00105822 0.00103894 0.000954033 0.00115788 0.000947839 0.000934184 0.000929687 0.000947213 0.0010602 0.0009004 0.000962473 0.000223787 0.000968375 0.000552977
internal_weight=0 2097 806 696 2017 434 850 318 262 1167 1103 189 1038 870 231 168 795 736 142 684 728 173 619 110 107 116
internal_count=2903 2097 806 696 2017 434 850 318 262 1167 1103 189 1038 870 231 168 795 736 142 684 728 173 619 110 107 116
is_linear=0
shrinkage=0.0032998


Tree=7424
num_leaves=12
num_cat=0
split_feature=4 0 121 11 51 2 11 151 13 4 0
split_gain=0.125944 0.141026 0.0764968 0.0812212 0.176551 0.113114 0.114032 0.0902575 0.152742 0.104959 0.0905402
threshold=0.51395000000000002 -0.089179999999999995 -1.0000000180025095e-35 0.08235000000000002 -0.023999999999999997 -0.087809999999999985 1.0000000180025095e-35 0.0048400000000000014 -0.011809999999999999 -0.50231999999999988 -0.23395499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -4 7 9 -9 -7 -11
right_child=1 -3 3 4 -6 6 -8 8 -10 10 -12
leaf_value=0.009335592762854554 0.0025254677707918722 -0.0091792412489045683 -0.0046680975831477683 0.0057145662538190022 -0.0058746906515292734 0.0097856395787765827 0.010272573977966638 0.0034363082391616049 -0.0082066833513143953 0.009805656222889602 0.0029385773973591659
leaf_weight=53 66 52 52 65 87 69 64 80 53 56 2206
leaf_count=53 66 52 52 65 87 69 64 80 53 56 2206
internal_value=0 -0.00261731 0.00298815 0.00286436 -0.000906939 0.00308724 0.00324747 0.00306427 -0.00118987 0.00330777 0.00310938
internal_weight=0 118 2785 2732 152 2580 2528 2464 133 2331 2262
internal_count=2903 118 2785 2732 152 2580 2528 2464 133 2331 2262
is_linear=0
shrinkage=0.16829


Tree=7425
num_leaves=30
num_cat=0
split_feature=1 12 1 4 4 14 12 4 4 160 1 160 12 4 133 4 151 16 483 16 4 1 16 159 4 15 133 4 4
split_gain=8.97794 2.00884 1.05867 0.907094 0.717679 0.562551 0.566557 0.731971 0.47734 0.436992 0.36806 0.312081 0.304871 0.461129 0.228173 0.212548 0.197843 0.170905 0.170402 0.160085 0.312105 0.150204 0.141855 0.126437 0.118462 0.0854305 0.0788184 0.0736757 0.049935
threshold=0.10123500000000001 0.085075000000000026 0.13257000000000002 0.046185000000000004 -0.111135 0.073890000000000011 0.056995000000000011 -0.4950449999999999 0.018150000000000003 -0.030229999999999996 0.11156000000000001 0.049100000000000012 0.086815000000000017 -0.12685999999999997 0.088315000000000018 0.061835000000000008 -0.081219999999999987 -0.38959499999999997 0.08740500000000001 -0.38959499999999997 0.25367000000000006 0.12895500000000001 -0.095264999999999989 -0.034019999999999988 0.10055500000000002 -0.023589999999999996 -0.14729999999999996 0.05864500000000001 -0.040394999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 15 5 -2 6 7 -1 16 -9 -10 -11 18 -14 17 28 -6 21 23 20 -5 -12 -15 -8 27 -25 -24 -21 -3
right_child=1 2 -4 19 8 -7 12 9 10 11 14 -13 13 22 -16 -17 -18 -19 -20 24 -22 -23 26 25 -26 -27 -28 -29 -30
leaf_value=0.001260457889921083 0.00089710131618291522 0.001148479929010319 0.00047688266777354862 0.0012001725264643038 0.00045205469839379144 0.0013821561906372671 0.0013665813971348395 0.00058605690176679432 0.00081356675497573443 0.0011408677333294569 0.00059967819725325212 0.00079635191834045039 0.00081042504187507961 0.0012494373536559421 0.00032205650345210843 0.00085915482239440051 0.00017175815844424941 0.00067286695607502388 0.0010226706001105975 0.00082903719993886085 0.00085674649589781557 0.0003486894379269258 0.0010085486094028118 0.0012921681311106399 0.00073174899894651898 0.0011690202197932736 0.0011117166804887717 0.00099284090967534226 0.0010139371026738609
leaf_weight=62 54 69 52 56 53 85 57 52 52 53 52 65 59 80 57 74 58 85 58 60 62 54 98 85 56 314 855 70 68
leaf_count=62 54 69 52 56 53 85 57 52 52 53 52 65 59 80 57 74 58 85 58 60 62 54 98 85 56 314 855 70 68
internal_value=0 0.000669216 0.000899901 0.00109148 0.000538666 0.00111805 0.00110581 0.000952405 0.000491487 0.000839849 0.000560033 0.000951391 0.00112795 0.00109637 0.00050673 0.00100398 0.000305911 0.000561658 0.00119499 0.000923316 0.00102003 0.000472148 0.00111266 0.00121683 0.000861772 0.00119534 0.00110114 0.00091751 0.00108196
internal_weight=0 728 263 2227 465 1923 1838 232 411 170 300 118 1606 1092 248 211 111 191 514 304 118 106 1033 456 186 399 953 130 137
internal_count=2955 728 263 2227 465 1923 1838 232 411 170 300 118 1606 1092 248 211 111 191 514 304 118 106 1033 456 186 399 953 130 137
is_linear=0
shrinkage=0.0032998


Tree=7426
num_leaves=35
num_cat=0
split_feature=1 3 3 3 9 52 1 133 1 13 484 48 1 3 1456 1446 48 484 3 13 133 3 13 3 133 1 3 13 3 3 3 52 1 52
split_gain=7.15675 2.33239 0.884984 0.539485 0.489069 0.393842 0.337789 0.243498 0.241292 0.192152 0.199206 0.178266 0.158768 0.191406 0.113753 0.113835 0.115725 0.122728 0.106624 0.0981837 0.0942204 0.181666 0.248947 0.149687 0.0933938 0.0746124 0.0938127 0.14094 0.0730293 0.0718352 0.0594442 0.0666622 0.0422265 0.0525224
threshold=0.10123500000000001 -0.049204999999999992 0.3148450000000001 -0.072649999999999978 -1.0000000180025095e-35 -0.52575499999999986 0.088965000000000002 0.087455000000000019 1.0000000180025095e-35 -0.079199999999999979 0.085405000000000023 0.084565000000000015 0.12448500000000001 -0.078644999999999979 -0.090374999999999997 0.083705000000000016 0.091075000000000003 0.085835000000000009 -0.0088549999999999983 -0.085744999999999988 0.006510000000000001 -0.095554999999999987 0.097460000000000019 -0.10337499999999998 0.090255000000000016 0.13205500000000003 0.11500500000000001 -1.0000000180025095e-35 -0.090704999999999994 -0.07792499999999998 -0.055389999999999988 0.047345000000000005 0.090485000000000024 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
left_child=3 5 4 9 -3 -2 8 25 18 14 20 -8 13 -7 -1 16 17 24 30 -17 21 22 -11 -22 -16 26 27 -6 -23 -30 31 -5 33 -25
right_child=1 2 -4 6 7 12 11 -9 -10 10 -12 -13 -14 -15 15 19 -18 -19 -20 -21 23 28 -24 32 -26 -27 -28 -29 29 -31 -32 -33 -34 -35
leaf_value=0.00082240333836578069 0.0010089988296997606 0.00019946456881748243 9.3372926153596699e-05 0.00071954271212586445 0.00046431989014850594 0.00066954225870242631 0.00077032119398208227 0.00031647231910195508 0.001012778975853703 0.00063251236562017336 0.00070304940570538115 0.00053621948427101467 0.00054340155436214234 0.00091131593550263402 0.00095021650326979198 0.00098339001794216186 0.001105994420922046 0.001081655333675655 0.00070686060252989828 0.0011913194669612626 0.0011146977979422713 0.0010233034068084653 0.00092424743853562557 0.00085809702030855144 0.00080854852420000466 0.00065833248219543633 0.00043097772407299647 0.0007070572655938339 0.00087587614092076132 0.0010143719056462477 0.00093787246885749403 0.00087552358876636478 0.0010181098632065498 0.00095836905829602625
leaf_weight=53 60 66 91 53 53 102 97 56 95 66 53 58 52 57 415 53 62 72 73 53 57 68 64 128 62 64 73 54 262 53 71 82 52 125
leaf_count=53 60 66 91 53 53 102 97 56 95 66 53 58 52 57 415 53 62 72 73 53 57 68 64 128 62 64 73 54 262 53 71 82 52 125
internal_value=0 0.000529061 0.000385077 0.000906075 0.000457508 0.000771737 0.000813546 0.00051416 0.000867576 0.000934881 0.000902386 0.000682949 0.000704103 0.000756437 0.000973999 0.000985155 0.00096731 0.000951584 0.000818008 0.00108769 0.00091442 0.000884726 0.000776407 0.000956403 0.000931876 0.000559387 0.00052401 0.000587152 0.0009214 0.00089929 0.000857224 0.000814548 0.000926704 0.000907778
internal_weight=0 728 457 2227 366 271 529 300 374 1698 928 155 211 159 770 717 611 549 279 106 875 513 130 362 477 244 180 107 383 315 206 135 305 253
internal_count=2955 728 457 2227 366 271 529 300 374 1698 928 155 211 159 770 717 611 549 279 106 875 513 130 362 477 244 180 107 383 315 206 135 305 253
is_linear=0
shrinkage=0.0032998


Tree=7427
num_leaves=30
num_cat=0
split_feature=1 3 4 1 11 49 47 16 1 15 13 11 51 4 49 16 159 3 4 15 1446 16 4 16 1 13 4 13 49
split_gain=21.7673 4.27818 1.62241 1.29374 1.12878 0.836559 0.594454 0.56132 0.641156 0.914326 0.540971 0.420685 0.399969 0.414187 0.34078 0.336353 0.325157 0.31152 0.271832 0.630848 0.206323 0.180364 0.169193 0.19348 0.163483 0.153436 0.256258 0.135953 0.0296797
threshold=0.10575500000000002 -0.064349999999999991 0.0051950000000000008 0.13654500000000003 1.0000000180025095e-35 -0.021474999999999998 0.08593000000000002 0.064455000000000012 0.092755000000000018 0.0047550000000000005 -0.00080499999999999983 0.084110000000000004 0.078960000000000016 -0.0040999999999999986 -0.022974999999999999 -0.40430999999999989 -1.0000000180025095e-35 -0.14954999999999999 -0.49010499999999996 -0.0025249999999999995 0.083705000000000016 0.26768500000000006 0.046185000000000004 -0.38959499999999997 0.12122500000000001 -0.081299999999999983 -0.022529999999999998 -0.06809999999999998 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 2
left_child=2 6 4 10 7 -4 17 8 12 -10 14 -6 13 20 -3 -5 -7 -2 -9 21 -1 -20 -18 -24 -16 -14 -27 -25 -15
right_child=1 3 5 15 11 16 -8 18 9 -11 -12 -13 25 28 24 -17 22 -19 19 -21 -22 -23 23 27 -26 26 -28 -29 -30
leaf_value=0.0015279041368487472 0.001181662392585535 0.00038913389324858079 0.0010174990261521061 0.00016659937214020328 0.0020356953418720967 0.001567391334650677 0.0013912603524924038 0.0015277648080548639 0.0010555772390672467 0.0015494199787995148 0.00092056308577780825 0.0016482523717005349 0.0015469093118111021 0.0016959370237849976 0.00083115044867376341 0.00047915199552073955 0.0014837983517192526 0.00083944523849234347 0.0015220395707759209 0.0010153644325096563 0.001687535589405193 0.0012771867832134262 0.0014194415726696819 0.001331267115248283 0.00057710110150690575 0.0014717611205574764 0.0011780402915655276 0.0011206125534998286 0.0018169487006024752
leaf_weight=901 64 52 96 65 55 72 82 75 76 90 100 73 59 70 61 90 54 55 79 63 103 61 69 58 53 74 61 90 54
leaf_count=901 64 52 96 65 55 72 82 75 76 90 100 73 59 70 61 90 54 55 79 63 103 61 69 58 53 74 61 90 54
internal_value=0 0.000777639 0.00147251 0.000588377 0.00151451 0.00129122 0.00117388 0.00149271 0.00151833 0.00132354 0.000728133 0.00181501 0.00154277 0.00156684 0.000612 0.000348309 0.00136772 0.00102379 0.00135542 0.00129157 0.00154432 0.00141561 0.00131454 0.00127226 0.000713349 0.00140262 0.0013393 0.0012034 0.00174892
internal_weight=0 622 2333 421 1894 439 201 1766 1488 166 266 128 1322 1128 166 155 343 119 278 203 1004 140 271 217 114 194 135 148 124
internal_count=2955 622 2333 421 1894 439 201 1766 1488 166 266 128 1322 1128 166 155 343 119 278 203 1004 140 271 217 114 194 135 148 124
is_linear=0
shrinkage=0.0032998


Tree=7428
num_leaves=36
num_cat=0
split_feature=3 2 49 1 484 2 12 51 52 43 12 4 4 51 3 12 2 123 49 3 43 130 4 16 12 2 2 52 3 43 16 133 43 133 3
split_gain=0.155871 0.146261 0.134991 0.148025 0.141869 0.129419 0.11789 0.165393 0.171673 0.130746 0.108618 0.124743 0.103427 0.0938128 0.0920452 0.0912637 0.0882397 0.0840197 0.0832443 0.0721929 0.0689967 0.0819243 0.0646272 0.0616692 0.0577631 0.0758872 0.0569959 0.0550483 0.0525498 0.0506787 0.0619603 0.076059 0.0468357 0.0460168 0.0393116
threshold=-0.06533499999999999 -0.080104999999999996 0.011845000000000001 0.089370000000000019 0.095285000000000022 -0.0098549999999999974 0.086815000000000017 0.0033150000000000007 0.10611000000000001 -0.08231999999999999 -0.020034999999999994 0.27020000000000005 -0.088039999999999993 0.092520000000000005 0.10661500000000002 0.085785000000000014 0.084305000000000005 0.085535000000000014 -0.052284999999999991 -0.077754999999999977 -0.08768999999999999 0.091535000000000019 -0.078249999999999986 -0.076439999999999994 0.090805000000000011 0.088995000000000005 0.083400000000000016 0.047345000000000005 -0.088734999999999994 -0.06705499999999999 -0.074254999999999988 0.058050000000000011 -0.008179999999999998 -0.016849999999999997 -0.075244999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 15 12 17 13 -8 18 -5 16 26 -7 -12 22 21 27 24 -18 32 -26 -3 -14 -24 34 -31 -32 -11 -30 -21
right_child=2 6 3 14 -6 10 9 -9 -10 19 11 -13 20 -15 -16 -17 23 -19 -20 29 -22 -23 28 -25 25 -27 -28 -29 33 30 31 -33 -34 -35 -36
leaf_value=0.013763559254764567 -0.0021339382579876557 0.0063955441193770668 0.0040926648975957687 -0.0091126314170571297 0.012535850974887278 0.011399893398495273 -0.0040698028778843728 0.014582808946292223 -0.0022901050880127995 0.0067396182725514659 0.011733596701035147 -0.0044733876967690059 0.0042370177214520171 -0.0012182445558684019 0.00010770666382897428 0.011869180630216317 0.00079259106240044108 0.0042543026942993009 0.00393003781743203 0.0066561986583853179 -0.001687674384525112 -0.00071282373071275724 -0.0017757036430315729 0.0061395922235013391 0.013714852931068248 0.005675851242285132 0.014010048531177068 0.010805870456186728 0.00028549138432375752 0.0092724000344711777 -0.0012593153330220548 0.0072203237411677425 0.0015069626703241429 0.0052253821916177874 0.012778858526328226
leaf_weight=60 101 59 100 63 52 90 71 76 60 96 52 58 110 70 59 97 88 99 157 54 66 62 61 206 52 96 55 55 78 86 55 65 100 175 71
leaf_count=60 101 59 100 63 52 90 71 76 60 96 52 58 110 70 59 97 88 99 157 54 66 62 61 206 52 96 55 55 78 86 55 65 100 175 71
internal_value=0 0.00555803 0.00289795 -0.000697664 0.00407618 0.00337172 0.00531022 0.00719466 0.00619768 0.00441611 0.00443231 0.00261315 0.00168204 0.00409278 -0.00463889 0.00720968 0.00609751 0.00766647 0.00588019 0.00542057 0.00308197 0.00447665 0.00439412 0.00454524 0.0059917 0.0085125 0.010085 0.00643752 0.00263819 0.00745563 0.00581303 0.00331885 0.00407906 0.00370951 0.0101482
internal_weight=0 2054 901 222 679 627 1994 641 565 1353 526 337 364 279 122 505 408 189 209 989 293 227 658 294 344 148 114 165 314 331 206 120 196 253 125
internal_count=2955 2054 901 222 679 627 1994 641 565 1353 526 337 364 279 122 505 408 189 209 989 293 227 658 294 344 148 114 165 314 331 206 120 196 253 125
is_linear=0
shrinkage=0.16829


Tree=7429
num_leaves=37
num_cat=0
split_feature=12 12 13 12 13 13 43 148 13 0 39 0 12 0 0 43 42 12 43 43 43 13 151 42 49 0 12 13 43 159 0 48 43 1213 12 13
split_gain=18.4495 3.60084 2.51798 1.69632 0.86529 0.763398 1.38124 0.753163 0.890615 0.893039 0.469294 0.39831 0.357074 0.374527 0.231209 0.215271 0.214685 0.201147 0.271706 0.176502 0.269691 0.170296 0.149578 0.153782 0.138602 0.167575 0.127994 0.104075 0.099615 0.0991263 0.0884693 0.0766587 0.0648641 0.0419615 0.0189278 0.000687941
threshold=0.056995000000000011 0.13642500000000005 -0.004409999999999999 0.092735000000000026 -0.11760499999999999 -0.27740999999999993 -0.029255 -0.043434999999999994 1.0000000180025095e-35 -0.099704999999999974 0.088755000000000014 -0.075134999999999993 0.086815000000000017 -0.10934999999999999 -0.19166999999999998 -0.08231999999999999 0.088060000000000013 0.10396500000000002 -0.00067499999999999993 0.25734000000000007 -0.12788999999999998 -0.0083299999999999989 -0.0035949999999999997 -1.0000000180025095e-35 0.083785000000000012 -0.088884999999999978 0.083885000000000015 -0.0083299999999999989 -0.075739999999999988 0.083310000000000009 -0.08824499999999999 0.085265000000000021 0.0052850000000000006 0.0041950000000000008 0.096510000000000012 -0.049464999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 12 -5 29 10 -4 9 14 -7 19 16 -14 31 22 24 28 -19 20 -6 -22 -15 -24 26 -26 30 -28 -13 -1 -2 -9 33 -17 -30 -34
right_child=1 -3 7 4 11 6 -8 8 -10 -11 -12 17 13 15 -16 32 -18 18 -20 -21 21 -23 23 -25 25 -27 27 -29 34 -31 -32 -33 35 -35 -36 -37
leaf_value=-4.0659872895522287e-05 0.0011666110577612217 0.00033894091541265836 0.00031468719056182681 0.00055905561087736793 0.0012402276161119876 0.00040812336361116975 0.00080025990365113818 0.0008476417946592723 0.00045327784331211971 0.0010655783056621581 9.1809551692658044e-05 0.00087730598359700722 0.00085848530139101423 0.0011754479523313943 0.0004835893822503924 0.0011784926575361531 0.0014028011542689619 0.00097248838895534859 0.00067127850934016106 0.0012564504359913649 0.0010509353201902164 0.0008354884306617657 0.0010829705472934523 0.00083935072371511593 0.0011828011778197227 0.0014506206593744742 0.0011823787672887495 0.0013451097194648379 0.00097838083914892162 0.00015541317041193218 0.00097725763031608192 0.00066371775227182402 0.0010695406754875779 0.0012740255598446219 0.0010590068763993176 0.0011266763191771743
leaf_weight=54 64 71 59 52 64 103 66 52 100 100 102 72 57 61 52 316 70 67 66 57 152 57 63 55 55 52 239 57 71 58 53 53 52 73 108 52
leaf_count=54 64 71 59 52 64 103 66 52 100 100 102 72 57 61 52 316 70 67 66 57 152 57 63 55 55 52 239 57 71 58 53 53 52 73 108 52
internal_value=0 0.00107044 0.000483319 0.00109534 0.000971554 0.000290097 0.00038483 0.000661128 0.000718285 0.000821263 0.00025091 0.00100155 0.0011672 0.00111781 0.000665424 0.00113976 0.00122815 0.000928661 0.000823281 0.00108625 0.00105059 0.000992346 0.00104002 0.000969718 0.00120458 0.00131329 0.00117633 0.00121383 0.00098436 6.05634e-05 0.00108114 0.000755139 0.0011759 0.00119651 0.00102722 0.00109845
internal_weight=0 2156 799 2085 766 383 271 416 357 257 205 714 1319 729 157 672 590 384 133 330 273 209 179 118 520 107 413 296 251 112 117 105 493 389 179 104
internal_count=2955 2156 799 2085 766 383 271 416 357 257 205 714 1319 729 157 672 590 384 133 330 273 209 179 118 520 107 413 296 251 112 117 105 493 389 179 104
is_linear=0
shrinkage=0.0032998


Tree=7430
num_leaves=30
num_cat=0
split_feature=1 2 3 2 52 1 0 147 3 123 4 0 2 52 4 52 3 16 16 4 483 3 2 133 52 16 2 3 0
split_gain=14.6875 2.99298 2.50799 1.42802 1.26468 1.58298 0.952632 0.762274 1.30673 0.459716 0.649124 0.439394 0.499145 0.422657 0.347569 0.339143 0.327213 0.214708 0.196524 0.179164 0.149061 0.148342 0.142831 0.133762 0.128627 0.118835 0.0714809 0.0639308 0.0379687
threshold=0.11690500000000002 0.098655000000000007 0.28833000000000003 0.14744000000000002 -0.26876499999999998 0.10509 0.0040950000000000005 0.087170000000000011 -0.13392999999999997 0.084845000000000018 0.48395000000000005 -0.077614999999999976 0.087605000000000002 0.10861000000000003 -0.27577999999999997 -0.034409999999999989 -0.06533499999999999 0.51797000000000015 -0.0021749999999999994 0.10055500000000002 -1.0000000180025095e-35 -0.016814999999999997 0.08154500000000002 0.0029250000000000005 -0.0078749999999999983 -0.077509999999999982 0.10928500000000001 -0.07106999999999998 -0.061204999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 9 17 6 13 8 24 10 28 12 15 21 -13 22 25 -3 -17 -7 -14 26 -10 -22 -1 -16 -6 -15 -2
right_child=2 4 -4 -5 5 19 -8 -9 11 -11 -12 14 20 27 16 18 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0014621980819736068 0.0009319169018015324 0.0011106342197748495 3.9606687872507293e-05 0.00016563017487595437 0.00095762396394204186 0.0004168560568597836 0.00060216719035316847 0.00087147263868219609 0.0010168568228580235 0.00053086485828990793 0.00056004443092148816 0.0013416462372186182 0.0013473274105518934 0.0013157782373005428 0.00098760245858989649 0.001320472924372729 0.00084007270866946228 0.0013451331582617686 0.0015301598866709065 0.00067944526463465337 0.0010984274602498442 0.00083311946940497496 0.0012423258840244707 0.0012151002375145573 0.0016870992817744344 0.0011688618053994867 0.0011233731838830082 0.0011521186503690507 0.0010639490910415027
leaf_weight=54 56 94 100 55 62 54 55 59 53 70 56 70 52 57 53 667 52 83 55 62 229 57 82 223 67 198 62 60 55
leaf_count=54 56 94 100 55 62 54 55 59 53 70 56 70 52 57 53 667 52 83 55 62 229 57 82 223 67 198 62 60 55
internal_value=0 0.00117706 0.000491005 0.000645473 0.000982591 0.000892618 0.00100264 0.00124268 0.00125447 0.00075668 0.000851123 0.00123124 0.00125897 0.00107643 0.00112998 0.0013078 0.00108096 0.0012208 0.0013365 0.000557509 0.00117587 0.000975581 0.00115407 0.00115607 0.00158702 0.00113073 0.00104078 0.00123215 0.000997656
internal_weight=0 2560 392 292 646 469 353 1914 1855 237 167 1734 1361 298 373 857 303 177 722 116 504 181 135 452 121 251 124 117 111
internal_count=2952 2560 392 292 646 469 353 1914 1855 237 167 1734 1361 298 373 857 303 177 722 116 504 181 135 452 121 251 124 117 111
is_linear=0
shrinkage=0.0032998


Tree=7431
num_leaves=18
num_cat=0
split_feature=12 2 130 1429 15 13 1454 11 0 43 13 43 394 15 151 12 160
split_gain=0.381798 0.178868 0.15961 0.153772 0.260935 0.1524 0.137344 0.144793 0.141157 0.135483 0.137221 0.102933 0.102839 0.0979149 0.0875167 0.0921322 0.0644451
threshold=-0.25967999999999997 0.098500000000000018 -1.0000000180025095e-35 0.084710000000000021 -0.010414999999999999 -0.27740999999999993 1.0000000180025095e-35 0.079700000000000007 -0.00077999999999999999 0.057215000000000009 -0.086944999999999981 0.19508000000000003 0.012170000000000002 -0.016999999999999998 -0.080669999999999978 -0.083219999999999988 -0.087899999999999992
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 -4 7 8 12 10 -7 -11 13 -2 -12 -16 -8
right_child=1 2 5 4 -6 9 16 -9 -10 11 14 -13 -14 -15 15 -17 -18
leaf_value=-0.0089205191187953833 0.0050762113774542794 -0.0047930185522878591 -0.0026581199042400023 0.0081967111403614332 -0.0072484908884966398 0.013466634918805438 0.017009812783086001 0.013513155438516132 -0.00022639096973038324 -0.0057275640659207316 0.010651230593361052 0.0042986388595843876 -0.00080558306591348747 0.0078052369339907703 -0.0022277880124665769 0.0051506011683523723 0.0086058328004866794
leaf_weight=52 606 60 82 64 60 63 52 80 92 53 71 64 52 988 54 405 54
leaf_count=52 606 60 82 64 60 63 52 80 92 53 71 64 52 988 54 405 54
internal_value=0 0.00561549 0.00356166 0.00646904 0.000708738 0.00419686 0.00683935 0.006494 0.00616988 0.00499109 0.00602382 -0.00022779 0.00652847 0.00676885 0.00513572 0.00427864 0.0127455
internal_weight=0 2900 852 2048 124 792 1924 1818 1738 710 593 117 1646 1594 530 459 106
internal_count=2952 2900 852 2048 124 792 1924 1818 1738 710 593 117 1646 1594 530 459 106
is_linear=0
shrinkage=0.16829


Tree=7432
num_leaves=18
num_cat=0
split_feature=15 123 150 43 48 14 15 49 49 484 52 159 15 51 52 49 483
split_gain=12.8465 4.30768 1.4922 1.27745 0.91082 0.696842 0.562352 0.430211 0.399097 0.395786 0.311979 0.289202 0.209873 0.207448 0.152871 0.174137 0.143854
threshold=-0.26361999999999991 1.0000000180025095e-35 0.086645000000000014 -0.010894999999999998 0.12036500000000001 0.073890000000000011 -0.43091499999999999 0.10449500000000002 -0.065999999999999989 -0.019629999999999998 0.083750000000000005 0.10516000000000002 -0.025879999999999997 -0.069834999999999994 -0.085009999999999988 -0.0055299999999999993 -0.055019999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 12 5 7 11 9 -5 16 -11 -1 -4 -9 -3 -16 -2
right_child=1 14 3 8 -6 -7 -8 13 -10 10 -12 -13 -14 -15 15 -17 -18
leaf_value=0.00034434157643866499 0.00099444273728870308 0.00055073072487050588 0.00076151723992432105 0.00062987372102644512 0.00061545596240730077 0.0012779487738940644 -0.00013134089291801137 0.00093879907871789302 0.00022524529517934156 0.0009284025203539504 0.00101994170321037 5.7579749901556012e-05 0.0010389371993622199 0.00070148678364575839 0.00019760929210324129 0.00045817045376321075 0.0011468527165273076
leaf_weight=87 105 57 52 55 74 88 74 78 52 913 756 69 74 87 52 62 217
leaf_count=87 105 57 52 55 74 88 74 78 52 913 756 69 74 87 52 62 217
internal_value=0 0.00091758 0.000951577 0.000699321 0.000976918 0.000988822 0.000105267 0.000977005 0.000433561 0.000990506 0.000969888 0.00021773 0.000924726 0.000813884 0.000410201 0.000339627 0.00109726
internal_weight=0 2722 2551 233 2318 2244 230 2156 107 1991 1669 156 126 165 171 114 322
internal_count=2952 2722 2551 233 2318 2244 230 2156 107 1991 1669 156 126 165 171 114 322
is_linear=0
shrinkage=0.0032998


Tree=7433
num_leaves=36
num_cat=0
split_feature=1 1 3 3 52 1210 1 1 3 13 124 0 16 0 16 51 157 124 1 13 1 0 16 43 0 43 157 3 0 16 13 52 16 52 0
split_gain=10.263 1.87832 1.05324 0.593855 0.4583 0.480708 0.383694 0.340316 0.232556 0.215842 0.311295 0.198081 0.182927 0.188187 0.177717 0.157748 0.183912 0.215086 0.151285 0.149732 0.148307 0.545786 0.144918 0.130993 0.136441 0.122627 0.109305 0.0977047 0.0927339 0.0838652 0.0677287 0.0499589 0.0562257 0.0646292 0.0117427
threshold=0.10442000000000001 0.14039500000000002 -0.036264999999999992 -0.079634999999999997 0.008405000000000001 -0.055134999999999997 0.089455000000000021 0.117245 0.14813000000000001 -1.0000000180025095e-35 -0.083424999999999985 -0.082234999999999989 -0.105305 -0.064734999999999987 -0.049824999999999994 -0.26578999999999992 0.0029950000000000007 -0.082389999999999977 0.079225000000000004 0.065520000000000009 0.086165000000000005 -0.14680499999999999 -0.084064999999999987 -0.064179999999999987 -0.062714999999999979 -0.070914999999999992 -0.07692499999999998 -0.074234999999999982 -0.088144999999999987 -0.034004999999999994 -0.0081349999999999981 0.090885000000000007 -0.088174999999999989 0.084705000000000016 -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 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 5 -1 12 25 -3 10 -4 22 -7 26 -8 -5 17 -17 23 30 -20 -22 31 27 -25 -2 -14 -19 -12 -9 -13 32 33 -6 -33
right_child=1 8 9 15 11 6 14 29 -10 -11 28 19 13 -15 -16 16 -18 18 20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31 -32 34 -34 -35 -36
leaf_value=0.00072275864071150728 0.0010686504229541702 0.00037080741688603694 0.00064985655312726825 0.00080081510155348109 0.001138124828015685 0.0012744233326550903 0.00077925997747035252 0.00059046128025662392 9.3351100667493487e-05 0.00065788340344820491 0.00044732186719183417 0.0010830063225802109 0.0011800805465768372 0.00088424986603903805 0.0010054971572363946 0.00079064978537183423 0.0011525452402524868 0.00092942194928757893 0.0012063157136296058 0.0012237602572923577 0.00071418631358688932 0.0010910879227397485 0.0013157331928870346 0.00093968243276084382 0.00074758771731858373 0.000855584454133637 0.0010634203367957428 0.0011274589461974698 0.00026560516794899551 0.00078014095838523133 0.00093814623362082944 0.001142711320970103 0.0010961571393316766 0.0012892813737759128 0.0010538594307835686
leaf_weight=52 52 62 66 56 57 56 69 52 71 96 73 83 125 54 90 68 68 53 53 53 54 196 91 218 52 76 365 64 55 55 72 52 53 88 52
leaf_count=52 52 62 66 56 57 56 69 52 71 96 73 83 125 54 90 68 68 53 53 53 54 196 91 218 52 76 365 64 55 55 72 52 53 88 52
internal_value=0 0.000573634 0.000662405 0.00104126 0.00108345 0.00103185 0.00105298 0.000826858 0.000222957 0.00052902 0.000465071 0.00115301 0.00109147 0.00107257 0.00090754 0.000973692 0.00098537 0.000970326 0.000987982 0.00106907 0.00104431 0.00100982 0.00119734 0.000943793 0.000902817 0.000942418 0.00109325 0.00103805 0.000369516 0.000688289 0.00101594 0.00116155 0.00119443 0.0012301 0.00109862
internal_weight=0 658 525 2294 1412 811 759 235 133 290 194 601 600 544 159 882 826 758 690 208 303 250 393 387 270 128 490 117 128 107 155 302 198 145 104
internal_count=2952 658 525 2294 1412 811 759 235 133 290 194 601 600 544 159 882 826 758 690 208 303 250 393 387 270 128 490 117 128 107 155 302 198 145 104
is_linear=0
shrinkage=0.0032998


Tree=7434
num_leaves=20
num_cat=0
split_feature=1 14 1 13 15 2 484 48 51 1 51 15 15 3 1 1 3 51 1429
split_gain=0.648397 0.179972 0.14691 0.109054 0.171627 0.16065 0.121277 0.103261 0.27263 0.139409 0.105056 0.0908611 0.0832289 0.0781385 0.0773968 0.0688845 0.0921278 0.088906 0.0771213
threshold=0.12000500000000001 0.082295000000000021 0.14132000000000003 -0.077274999999999996 -0.23043999999999995 0.10656 0.086635000000000004 0.091125000000000025 0.10446500000000002 0.077845000000000011 0.08482000000000002 -0.075094999999999981 -0.43587999999999999 0.14813000000000001 0.098395000000000024 0.096160000000000009 -0.097829999999999986 -0.085594999999999991 0.083780000000000007
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 5 -5 15 7 8 10 -9 -6 12 -2 -4 -7 16 -1 -18 -19
right_child=2 -3 13 4 6 14 -8 9 -10 -11 -12 -13 -14 -15 -16 -17 17 18 -20
leaf_value=0.0014432875499848414 0.0040028502378635601 0.015564340229900277 -0.0011749846536311095 0.013411951351033296 0.0058253020323168645 0.0066665220900503554 -0.00082645105982082675 0.0061920543888841027 0.016711520904827797 -0.0049325798938419487 -0.00074334479440830179 0.0060152715138038545 -0.0044581130603457315 -0.0097621404450062375 -0.0015826940207424106 0.014021742874765621 0.015433063691215476 0.0088245474218315838 0.0033570292178433671
leaf_weight=54 54 63 56 75 1113 60 90 68 64 60 73 79 84 66 69 63 52 625 84
leaf_count=54 54 63 56 75 1113 60 90 68 64 60 73 79 84 66 69 63 52 625 84
internal_value=0 0.00665853 -0.00115995 0.0064378 0.00554469 0.0078045 0.00514153 0.00553261 0.00599907 0.000963346 0.00541948 0.00146027 -0.00113428 -0.00583522 0.00224022 0.00861998 0.00820022 0.00867733 0.00817931
internal_weight=0 2613 339 2550 1543 1007 1468 1378 1250 128 1186 217 138 122 129 878 815 761 709
internal_count=2952 2613 339 2550 1543 1007 1468 1378 1250 128 1186 217 138 122 129 878 815 761 709
is_linear=0
shrinkage=0.16829


Tree=7435
num_leaves=13
num_cat=0
split_feature=34 40 15 15 403 15 474 51 16 16 16 403
split_gain=0.190354 0.188417 0.0835575 0.109069 0.0795373 0.0766445 0.104733 0.0830715 0.223947 0.137335 0.0673957 0.0487648
threshold=-0.084564999999999987 0.0045850000000000005 -0.2987999999999999 -0.19153499999999998 -0.53317999999999988 -0.067614999999999995 0.023345000000000001 -0.019069999999999997 0.24624500000000002 0.51381500000000013 -0.42170999999999997 -0.020949999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 -4 -5 6 11 9 -9 -7 -2 -6
right_child=1 -3 3 4 5 7 -8 8 -10 -11 -12 -13
leaf_value=-0.0041654641751936025 0.0051073973163232667 -0.0035167653596458333 0.010937656168700882 -0.00010243120595636001 -0.0012558013235133829 0.0017202537857534375 0.0091173894569810711 0.0067446436277455073 -0.0038493189531894796 0.0088018128856020925 -0.0015692922291595409 0.0033375993625948991
leaf_weight=73 73 80 85 90 73 309 85 1236 59 104 103 591
leaf_count=73 73 80 85 90 73 309 85 1236 59 104 103 591
internal_value=0 0.00452361 0.00475332 0.00499093 0.00479176 0.00497177 0.00354583 0.00559603 0.0062606 0.00350785 0.00118981 0.0028299
internal_weight=0 2888 2808 2632 2547 2457 749 1708 1295 413 176 664
internal_count=2961 2888 2808 2632 2547 2457 749 1708 1295 413 176 664
is_linear=0
shrinkage=0.16829


Tree=7436
num_leaves=28
num_cat=0
split_feature=1 2 1 12 124 2 12 124 11 3 13 13 2 2 1 484 1 13 13 3 13 3 15 15 13 15 3
split_gain=11.6642 2.20514 1.25604 0.813232 0.63187 0.545275 0.390082 0.377876 0.353166 0.406819 0.34238 0.340167 0.26965 0.250307 0.230638 0.213117 0.212709 0.17074 0.135494 0.0998288 0.0847289 0.0777249 0.0772073 0.145856 0.0568218 0.066331 0.0423747
threshold=0.11829500000000003 0.10052500000000002 0.13662500000000002 0.086085000000000009 -0.083859999999999976 0.12336000000000001 0.090455000000000021 -0.0031349999999999993 1.0000000180025095e-35 -0.10115999999999999 -0.071564999999999976 -0.0050199999999999993 0.085325000000000012 0.10859000000000001 0.088035000000000016 -0.081534999999999982 0.15314500000000003 0.17888000000000001 0.036560000000000002 -0.077604999999999993 -0.085349999999999995 -0.004069999999999999 -0.091934999999999989 1.0000000180025095e-35 0.090235000000000024 -0.067614999999999995 -0.067814999999999986
decision_type=2 2 2 2 2 2 2 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 11 -1 19 8 -2 9 -6 -9 21 15 -13 -14 -11 20 18 22 24 -4 -3 -8 -24 25 -5 -21
right_child=2 3 16 5 6 -7 17 10 -10 12 -12 13 14 -15 -16 -17 -18 -19 -20 26 -22 -23 23 -25 -26 -27 -28
leaf_value=0.00067716314548968534 0.00026912457928465164 0.00038597507979313617 7.7133660114458682e-05 0.00094228677898262122 0.00073569788416161567 0.00059301103005338161 0.0010411010796562415 0.00037526271086053516 0.0012720146562398128 0.00090034377401848294 0.0007174345628753393 0.00088454914076710684 0.0010094257303331991 0.00061019753909245854 0.0007767768060757712 0.0011179857371302335 -7.8292166450067829e-05 0.0010967435460031154 0.00079896940500567501 0.0007770270926972454 0.00025735637351740768 0.00056824414066426916 0.00083112946409254825 0.000965592681482116 0.00089021635227450556 0.001104575587350085 0.00091074822801097822
leaf_weight=68 61 52 53 64 52 66 75 53 67 57 82 63 575 89 52 452 52 67 92 55 63 54 136 279 63 57 62
leaf_count=68 61 52 53 64 52 66 75 53 67 57 82 63 575 89 52 452 52 67 92 55 63 54 136 279 63 57 62
internal_value=0 0.000937126 0.00030624 0.000766079 0.000991319 0.000866127 0.00100252 0.000485743 0.00103675 0.00102345 0.000583361 0.000623627 0.00103659 0.000724141 0.000990187 0.00109368 9.66092e-05 0.000936278 0.000917745 0.000925896 0.000175317 0.000479161 0.000939973 0.000921613 0.000975116 0.00101903 0.000848189
internal_weight=0 2597 364 625 1972 367 1904 196 1255 1188 135 258 1136 152 627 509 168 649 582 301 116 106 490 415 184 121 117
internal_count=2961 2597 364 625 1972 367 1904 196 1255 1188 135 258 1136 152 627 509 168 649 582 301 116 106 490 415 184 121 117
is_linear=0
shrinkage=0.0032998


Tree=7437
num_leaves=10
num_cat=0
split_feature=34 9 1373 149 39 10 160 402 16
split_gain=0.141376 0.129938 0.120143 0.145386 0.12224 0.099505 0.0968399 0.091949 0.0649516
threshold=-0.084564999999999987 -1.0000000180025095e-35 0.087010000000000018 0.079475000000000004 0.10096000000000001 -0.013164999999999998 -0.55171499999999984 0.10783500000000001 -0.082194999999999976
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 -7 -8 -6
right_child=1 2 -4 -5 8 6 7 -9 -10
leaf_value=-0.0030712708928792251 -0.0035240648960662611 -0.0024915893733888539 -0.0032683212037315753 0.012868342158925624 0.0030400297491437463 -0.0022423186034689069 0.0053225917151700462 0.00091251056270369392 -0.0052074491045128631
leaf_weight=73 57 52 54 61 55 52 2361 143 53
leaf_count=73 57 52 54 61 55 52 2361 143 53
internal_value=0 0.0044135 0.00457395 0.00472709 0.00454358 0.00477345 0.00492196 0.00507146 -0.000990709
internal_weight=0 2888 2831 2777 2716 2608 2556 2504 108
internal_count=2961 2888 2831 2777 2716 2608 2556 2504 108
is_linear=0
shrinkage=0.16829


Tree=7438
num_leaves=21
num_cat=0
split_feature=1 40 48 4 1 402 12 51 43 1 0 0 43 49 4 43 3 12 4 400
split_gain=0.200386 0.13542 0.143833 0.108088 0.107918 0.141482 0.116016 0.163939 0.17805 0.150765 0.102965 0.0912926 0.23483 0.228482 0.267635 0.094948 0.0589824 0.0927148 0.05672 0.0535482
threshold=0.13699000000000003 0.0045850000000000005 0.10656000000000002 0.057200000000000008 0.088570000000000024 0.073745000000000019 0.082795000000000021 -0.089539999999999995 -0.076744999999999994 0.084470000000000003 -0.056754999999999993 -0.099704999999999974 -0.091894999999999991 -0.06951499999999998 0.40441500000000002 -0.081694999999999976 -0.099169999999999994 0.093245000000000008 -0.029404999999999997 -0.064664999999999986
decision_type=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 11 9 8 -8 18 -2 13 -13 -6 -15 -14 17 -9 -1 -18
right_child=10 -3 3 -5 5 -7 7 16 -10 -11 -12 12 15 14 -16 -17 19 -19 -20 -21
leaf_value=0.013781232053006829 0.0018227776553528796 -0.0037264884762449259 0.013347130984015064 0.0041353373396848508 0.0084207757344789136 -0.0062009446518720484 0.0032289318922589494 0.011298937444153305 -0.0092209844388123543 0.00074028967485050359 -0.0066328311450851293 0.013316081631879365 -0.0022744430592362241 -0.0087932399185990454 0.0055380848800310528 0.0036820438405452435 0.0075959886158631622 0.0027565374702626711 0.0076491496797320424 0.003756060307139012
leaf_weight=81 85 65 80 67 63 53 84 86 53 61 78 66 91 101 58 444 115 63 95 1072
leaf_count=81 85 65 80 67 63 53 84 86 53 61 78 66 91 101 58 444 115 63 95 1072
internal_value=0 0.00385085 0.00403172 0.00916078 0.00373947 0.00221651 0.0045186 0.00396016 -0.00157435 0.00798186 -0.00221244 0.00276077 0.00383813 -0.000147776 -0.00355416 0.00266553 0.00452904 0.00769911 0.0104815 0.0041296
internal_weight=0 2798 2733 147 2586 876 1710 1473 137 237 163 823 601 222 159 535 1336 149 176 1187
internal_count=2961 2798 2733 147 2586 876 1710 1473 137 237 163 823 601 222 159 535 1336 149 176 1187
is_linear=0
shrinkage=0.16829


Tree=7439
num_leaves=16
num_cat=0
split_feature=1 149 4 48 1 402 43 14 16 16 12 13 4 13 4
split_gain=0.138623 0.131102 0.135613 0.180569 0.0958583 0.216516 0.124338 0.130756 0.0762128 0.0752531 0.0792016 0.0952112 0.0414677 0.0403464 0.0274286
threshold=0.13699000000000003 0.079475000000000004 0.31392000000000003 0.10911000000000001 0.077375000000000013 0.042235000000000002 0.05259500000000001 0.026890000000000004 -0.116045 0.26538000000000006 0.082795000000000021 -0.097709999999999977 0.50027500000000014 -0.014939999999999998 0.049545000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 6 7 -6 -2 10 13 -12 -4 -1 -11
right_child=8 -3 12 -5 5 -7 -8 -9 -10 14 11 -13 -14 -15 -16
leaf_value=0.011417454368040366 0.0015050040022347531 0.010743869548877693 -0.003673328241011577 0.010448369083906209 0.0037790917343242512 -0.007033592559277926 -0.0030334221918107179 -0.004783645992830321 -0.0057849690994709376 -0.0020793836069823144 -0.0028116162622923288 0.004215832209943678 0.0011887793502556336 0.0053154702969117028 0.0029640582725182865
leaf_weight=62 88 64 98 98 745 73 102 54 75 74 57 1155 100 64 52
leaf_count=62 88 64 98 98 745 73 102 54 75 74 57 1155 100 64 52
internal_value=0 0.00320366 0.00302649 0.00335786 0.00307211 0.00177501 0.00249068 0.00319813 -0.00183826 0.00393385 0.00430411 0.00388385 -0.00120864 0.00833229 0
internal_weight=0 2798 2734 2536 2438 974 901 799 163 1464 1338 1212 198 126 126
internal_count=2961 2798 2734 2536 2438 974 901 799 163 1464 1338 1212 198 126 126
is_linear=0
shrinkage=0.16829


Tree=7440
num_leaves=20
num_cat=0
split_feature=3 1209 2 1427 9 16 16 52 3 9 16 1374 1209 51 4 4 4 3 40
split_gain=0.222204 0.133975 0.113426 0.15023 0.146411 0.123435 0.149196 0.109898 0.173208 0.13851 0.0973323 0.0958136 0.0869237 0.0846597 0.0738536 0.0608601 0.0589496 0.0586449 0.0330077
threshold=0.31351000000000001 0.083050000000000013 0.10859000000000001 0.083935000000000023 0.089645000000000016 0.51041000000000014 0.0015850000000000003 -0.085009999999999988 -0.073309999999999986 -1.0000000180025095e-35 0.27450000000000002 0.072495000000000018 0.088775000000000007 -1.0000000180025095e-35 -0.17006499999999999 -0.078249999999999986 -0.010574999999999999 0.090170000000000014 -0.061244999999999994
decision_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 16 8 10 -9 -1 -11 -3 -8 -10 -14 -4 18 -18
right_child=-2 12 5 -5 -6 -7 13 9 14 11 -12 -13 15 -15 -16 -17 17 -19 -20
leaf_value=0.0043405117641021115 -0.004981415582934268 0.013374924084889109 0.0064586306977344804 0.011778322034205807 0.011673767298571421 0.0058542845775199047 -0.0020628813686084987 -0.0059519463013138216 0.0041817588953887656 0.0026663303105572242 -0.0025566326978787215 -0.0046709001456970859 0.0092034397358490422 -0.010758063132281396 0.011661904563561127 0.001366739828294957 0.0011677892436874398 0.0044665235609677584 -0.0038117764115198592
leaf_weight=231 102 52 53 57 54 96 83 58 56 1488 77 52 53 52 118 61 67 64 85
leaf_count=231 102 52 53 57 54 96 83 58 56 1488 77 52 53 52 118 61 67 64 85
internal_value=0 0.0030061 0.00271884 0.0032409 0.00301202 0.000427557 -0.000857515 0.00278629 0.00501634 0.00211252 0.00261039 0.00241741 0.00765206 -0.00542544 0.00926483 0.00502588 0.00142826 0.000185641 -0.00160502
internal_weight=0 2857 2691 2191 2134 500 404 2080 482 1598 308 1540 166 135 174 114 269 216 152
internal_count=2959 2857 2691 2191 2134 500 404 2080 482 1598 308 1540 166 135 174 114 269 216 152
is_linear=0
shrinkage=0.16829


Tree=7441
num_leaves=26
num_cat=0
split_feature=1 3 40 1 2 12 2 2 3 12 12 12 16 2 43 3 2 51 3 3 49 49 3 43 2
split_gain=9.45759 1.96858 1.15197 0.802689 0.753985 0.492046 0.430345 0.344863 0.3073 0.271095 0.222067 0.290296 0.213415 0.332745 0.190264 0.165407 0.16169 0.132231 0.24953 0.132828 0.129262 0.154724 0.0933329 0.0320722 0.0218321
threshold=0.10749500000000002 0.3148450000000001 -0.025204999999999995 0.092395000000000019 0.11504500000000002 -1.0000000180025095e-35 0.13881000000000002 0.13154000000000002 -0.098469999999999988 0.082425000000000012 1.0000000180025095e-35 0.098785000000000012 0.16094000000000003 0.093470000000000011 0.29736500000000005 -0.016294999999999994 0.085505000000000012 -0.004559999999999999 0.088880000000000015 -0.020049999999999995 0.10960000000000002 0.086085000000000009 -0.078759999999999983 -0.028184999999999998 0.09141500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 7 10 -5 -2 8 9 -1 -4 -12 13 22 17 -6 -11 20 19 -19 21 -10 -7 -24 -18
right_child=1 -3 4 5 15 12 -8 -9 14 16 11 -13 -14 -15 -16 -17 24 18 -20 -21 -22 -23 23 -25 -26
leaf_value=0.00084281344418805568 0.00040341682561083797 -2.8488426810301141e-05 0.00058656296363950836 0.00054603770797865051 0.00028505934676396032 0.00073834466112923983 4.2018779977007301e-05 0.00066029729246379397 0.00096286869719545021 0.0012691423135137289 0.00099965906057765267 0.00068650943529265042 0.00097285326100225223 0.00056679788915069704 0.00075949842158803569 0.00052460383882046492 0.0010934699717101344 0.00090951183619911006 0.00068802311108496735 0.0010687222437440113 0.00085553726244890058 0.0011305841346210038 0.00084289484152832018 0.00096069520090754788 0.00099199569301290647
leaf_weight=55 101 88 64 89 55 60 56 53 221 52 59 74 81 63 82 76 62 1108 55 63 77 87 59 60 59
leaf_count=55 101 88 64 89 55 60 56 53 221 52 59 74 81 63 82 76 62 1108 55 63 77 87 59 60 59
internal_value=0 0.000425196 0.000507586 0.00089743 0.000618935 0.000764457 0.000274735 0.000925165 0.000932455 0.00104728 0.000748183 0.00082569 0.000824531 0.00077474 0.000916971 0.000424301 0.00111207 0.000924964 0.000907814 0.000918107 0.000979485 0.00101036 0.00084773 0.000902586 0.00104428
internal_weight=0 573 485 2386 328 412 157 1974 1921 228 197 133 323 242 1693 131 173 1611 1226 1171 385 308 179 119 121
internal_count=2959 573 485 2386 328 412 157 1974 1921 228 197 133 323 242 1693 131 173 1611 1226 1171 385 308 179 119 121
is_linear=0
shrinkage=0.0032998


Tree=7442
num_leaves=19
num_cat=0
split_feature=3 2 157 16 484 16 15 475 484 484 3 3 15 43 474 160 43 15
split_gain=0.185089 0.112822 0.117585 0.137349 0.1117 0.10593 0.153309 0.0978004 0.0910504 0.0898801 0.0854255 0.0973922 0.150518 0.0651402 0.0585736 0.0545011 0.0613975 0.0526453
threshold=0.35004500000000011 0.12068000000000001 -0.0042999999999999991 0.053305000000000012 0.085790000000000019 -0.54150999999999994 -0.42075999999999997 -0.0041249999999999993 -0.063239999999999991 0.082140000000000005 0.11878500000000002 0.0066850000000000008 -0.028079999999999997 0.057215000000000009 0.032465000000000008 -0.078934999999999991 -0.075739999999999988 -0.080724999999999977
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 -4 -7 8 -1 14 11 13 -13 -8 -5 -3 -17 -18
right_child=-2 15 5 9 -6 6 10 -9 -10 -11 -12 12 -14 -15 -16 16 17 -19
leaf_value=0.0038689993636530093 -0.0052370852214118965 -0.0047569795502052986 0.0090035592459637766 0.01099031539186858 -0.0011734911992797416 -0.0060419482200393618 0.0032662668793421827 0.00025794256674478239 0.013244051664202823 0.015400765063795362 -0.0036339764867683987 0.0016846170308042314 0.014234811475910873 0.00045950387021214875 0.0036883689942663425 -0.0023663537576350583 7.0449016092286225e-05 0.0065551472563228916
leaf_weight=57 77 56 79 59 93 55 1571 57 62 53 54 54 55 277 68 89 73 70
leaf_count=57 77 56 79 59 93 55 1571 57 62 53 54 54 55 277 68 89 73 70
internal_value=0 0.00311503 0.00346588 0.00594632 0.00352799 0.00294583 0.00271332 0.0060225 0.00876858 0.0095504 0.00295367 0.00313636 0.00803377 0.00284653 0.00709476 -3.88773e-05 0.00109223 0.00325734
internal_weight=0 2882 2594 449 269 2145 2066 176 119 180 2011 1957 109 1848 127 288 232 143
internal_count=2959 2882 2594 449 269 2145 2066 176 119 180 2011 1957 109 1848 127 288 232 143
is_linear=0
shrinkage=0.16829


Tree=7443
num_leaves=13
num_cat=0
split_feature=1209 124 12 13 43 13 1373 9 48 51 13 13
split_gain=0.104104 0.102496 0.126102 0.189825 0.0886484 0.0731824 0.0861094 0.0762803 0.0781579 0.0699555 0.0624297 0.0210149
threshold=0.083050000000000013 -0.089794999999999986 -0.093719999999999984 -0.11210999999999999 -0.015269999999999997 -0.17030499999999998 0.081160000000000024 0.037245000000000007 0.13661500000000001 0.080840000000000009 -0.42246499999999992 -0.0096349999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 11 10 7 8 9 -7 -4 -2
right_child=4 2 5 -5 -6 6 -8 -9 -10 -11 -12 -13
leaf_value=0.0094355491187001032 0.0061912924712672086 0.0037569001983329916 0.0022375246636781184 -0.0095820539804273627 0.012204181751376018 0.001917463009159898 0.0089905414652465352 0.007236443755265329 -0.003860934731874612 0.0046591706470113705 -0.005776642180458323 0.0015470964279296672
leaf_weight=54 55 57 52 64 53 2001 56 86 60 305 58 58
leaf_count=54 55 57 52 64 53 2001 56 86 60 305 58 58
internal_value=0 0.00216582 0.00202184 -0.00328357 0.00651005 0.00226774 0.0024544 0.00230439 0.00212436 0.00228087 -0.00197179 0.00382345
internal_weight=0 2793 2739 121 166 2618 2508 2452 2366 2306 110 113
internal_count=2959 2793 2739 121 166 2618 2508 2452 2366 2306 110 113
is_linear=0
shrinkage=0.16829


Tree=7444
num_leaves=22
num_cat=0
split_feature=3 1 1 52 2 51 1429 12 52 50 51 457 12 402 43 403 16 52 15 3 2
split_gain=0.131903 0.0992148 0.11791 0.109832 0.172301 0.0995515 0.145797 0.0941594 0.0841585 0.0825018 0.0774825 0.105504 0.0932732 0.0832142 0.0952223 0.0843563 0.0714724 0.0657764 0.0504735 0.0926495 0.0425253
threshold=0.35004500000000011 0.14114500000000005 0.10684 -0.063199999999999992 1.0000000180025095e-35 -0.085764999999999994 0.082195000000000018 0.095330000000000012 -0.23815499999999998 -0.13887999999999998 -0.081684999999999994 0.018630000000000004 0.084355000000000013 0.079885000000000012 -0.067269999999999983 -0.12219499999999998 0.0015850000000000003 0.0030150000000000008 -0.076194999999999999 -0.070619999999999988 0.090755000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 8 7 6 9 -5 -4 -1 -7 13 20 14 -12 -15 -10 -6 -11 -20 -13
right_child=-2 -3 3 4 17 10 -8 -9 16 18 11 12 -14 15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.0089136789735448294 -0.0048616715080066382 0.008279617812520056 0.0012076447571490675 0.010538626350644585 0.00032831722146530129 -0.0038719687177119566 0.011893948063111002 0.0013618378639192153 -0.0018441937363393042 0.0054624134868322656 0.0028969950032749943 0.0056679814330061751 0.0011194676135558683 -0.00084661189499230535 0.00021241863565097917 0.0061937143198977276 -0.010308687245967733 -0.0070607365067898512 -0.0046318863520123342 0.0045959841264299741 0.012319324214495551
leaf_weight=57 77 74 63 67 98 60 73 61 53 63 664 54 66 62 861 210 62 52 67 57 58
leaf_count=57 77 74 63 67 98 60 73 61 53 63 664 54 66 62 861 210 62 52 67 57 58
internal_value=0 0.00218924 0.0020281 -0.00044524 0.00164019 0.00250839 0.00528611 0.00617935 -0.00371236 0.00330182 0.00207481 0.00225638 0.00616893 0.00186783 0.00138249 0.00458233 -0.00642328 -0.00222124 0.00158164 -0.000375554 0.00912847
internal_weight=0 2882 2808 456 278 2352 317 128 178 244 2035 1975 178 1797 1525 272 115 150 187 124 112
internal_count=2959 2882 2808 456 278 2352 317 128 178 244 2035 1975 178 1797 1525 272 115 150 187 124 112
is_linear=0
shrinkage=0.16829


Tree=7445
num_leaves=23
num_cat=0
split_feature=13 157 43 13 42 16 123 12 4 2 51 34 49 16 43 11 3 3 484 15 13 4
split_gain=0.21014 0.277919 0.582328 0.13259 0.195234 0.224208 0.131537 0.141926 0.185654 0.125343 0.132675 0.115251 0.113531 0.135539 0.108874 0.102692 0.159117 0.119316 0.104434 0.0933355 0.0925963 0.0708505
threshold=-0.066869999999999999 -0.080799999999999983 -0.0073499999999999998 -0.49410499999999996 0.083685000000000009 -0.089559999999999987 0.085810000000000011 0.083815000000000014 -0.082689999999999986 -0.014989999999999998 0.11917000000000001 -0.027829999999999997 -0.008964999999999999 -0.082469999999999974 0.058975000000000007 0.077165000000000025 -0.09738999999999999 -0.13827999999999999 0.084225000000000008 -0.091664999999999983 -0.13226499999999999 -0.012384999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 7 21 -9 11 12 -3 13 -11 19 16 17 -14 -18 -10 -7 -6
right_child=1 9 -4 4 6 20 -8 8 14 10 -12 -13 15 -15 -16 -17 18 -19 -20 -21 -22 -23
leaf_value=0.011017182504298251 -0.020530764038692376 0.012273241239861701 0.0027558228225732437 -0.0084229333069160868 0.014589580161407484 0.0073751556362605811 -0.0022139113406904618 -0.0050047921398856405 -0.00010440143573224398 -0.0077444933407440171 0.0087093392549267967 0.0011807236543520676 0.0002250821540945341 0.0013550214661961469 0.010103598504632492 -0.0052751449070675693 0.0012140367177514353 0.010189792629060217 -0.0064930637241534875 0.0047036612408076252 -0.0016598778276344843 0.0058879444833233492
leaf_weight=64 52 55 73 82 55 64 88 62 137 95 59 52 53 90 89 65 811 97 53 670 64 53
leaf_count=64 52 55 73 82 55 64 88 62 137 95 59 52 53 90 89 65 811 97 53 670 64 53
internal_value=0 0.000690272 -0.00691703 0.00351956 0.00316645 -0.00154716 0.00402577 0.00454255 0.00388755 0.0013565 0.000906862 0.00689928 0.000541243 -0.00330799 0.00450488 0.00120288 0.00161991 0.00668091 0.000739184 0.0038852 0.0028436 0.010336
internal_weight=0 1555 125 1428 1364 210 1154 1066 958 1430 1323 107 1264 185 896 1079 1014 150 864 807 128 108
internal_count=2983 1555 125 1428 1364 210 1154 1066 958 1430 1323 107 1264 185 896 1079 1014 150 864 807 128 108
is_linear=0
shrinkage=0.16829


Tree=7446
num_leaves=28
num_cat=0
split_feature=1 2 3 39 2 2 1 4 1 16 13 474 51 50 15 1 2 484 15 130 3 1 43 1212 160 2 3
split_gain=6.58144 1.48073 0.830948 0.671874 0.577256 0.492946 0.483401 0.333559 0.277413 0.272232 0.244764 0.275308 0.341483 0.265618 0.409294 0.227872 0.160628 0.142201 0.140663 0.12261 0.111008 0.118507 0.120923 0.166683 0.0857471 0.082655 0.0650198
threshold=0.10509 0.11504500000000002 -0.069049999999999986 0.055555000000000007 -1.0000000180025095e-35 0.25063000000000007 0.094165000000000013 0.053925000000000008 0.083670000000000008 -0.16318499999999997 -0.077504999999999977 0.085295000000000024 0.041320000000000003 0.076980000000000007 0.043560000000000008 0.11329500000000002 0.098180000000000003 0.084950000000000012 -0.065419999999999992 -0.071894999999999973 -0.11372999999999998 0.091280000000000014 0.056805000000000008 0.08815000000000002 -0.063384999999999983 0.12750000000000003 -0.077054999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 7 -4 9 -5 10 16 25 20 12 17 14 -14 -6 -9 19 -2 -12 -1 22 23 -22 -11 -3 -18
right_child=1 5 4 6 15 -7 -8 8 -10 24 11 -13 13 -15 -16 -17 26 -19 -20 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=0.0010745768460256409 0.00093640778893922688 0.00034914816131178552 0.00030387776913331501 0.00079985287088394307 0.00050729358591281482 3.3525255372627655e-05 0.00039264776017236883 0.00094060656248050941 0.00054309843705608002 0.0003779127638914792 0.0010131392017869133 0.00067128781051649963 0.00045635997322739905 0.00088813152785302985 0.00084982915929303533 0.00081195631189564935 0.00082123983090044109 0.0010540414648202527 0.00071853552273694484 0.00086794146681503054 0.00092980016408879967 0.00078461768513985678 0.0010589628237820754 0.00073948233935493084 0.00055854988725688622 0.00017181944508761187 0.00066504168317755652
leaf_weight=53 66 56 96 73 56 59 57 69 55 52 73 89 63 79 54 53 59 58 68 719 578 73 72 57 69 61 66
leaf_count=53 66 56 96 73 56 59 57 69 55 52 73 89 63 79 54 53 59 58 68 719 578 73 72 57 69 61 66
internal_value=0 0.000474524 0.000623654 0.000853101 0.000491146 0.000304187 0.00062158 0.000866662 0.000751903 0.000371136 0.000881163 0.000849254 0.000864363 0.000739155 0.000638262 0.000655756 0.000810919 0.000893193 0.000826109 0.000881369 0.000924599 0.000914363 0.00092771 0.000912772 0.000481212 0.000256996 0.000739049
internal_weight=0 636 339 2347 205 297 130 2217 249 238 1968 1135 1046 196 117 109 194 850 134 792 833 780 707 635 121 117 125
internal_count=2983 636 339 2347 205 297 130 2217 249 238 1968 1135 1046 196 117 109 194 850 134 792 833 780 707 635 121 117 125
is_linear=0
shrinkage=0.0032998


Tree=7447
num_leaves=27
num_cat=0
split_feature=4 12 12 12 10 151 16 16 15 11 11 15 4 15 52 4 4 4 4 133 1212 133 12 15 16 15
split_gain=15.8104 6.05945 1.94856 1.07437 0.805141 0.504209 0.476371 0.534193 0.446968 0.405984 0.386419 0.349636 0.437152 0.279508 0.268119 0.257173 0.242 0.163863 0.162442 0.126507 0.147155 0.110504 0.102591 0.0758674 0.0663282 0.0275256
threshold=0.31392000000000003 0.056995000000000011 0.13642500000000005 0.091290000000000024 -1.0000000180025095e-35 -0.082164999999999988 0.15273500000000004 -0.011964999999999998 -0.065419999999999992 0.080455000000000013 1.0000000180025095e-35 -0.41725999999999991 0.5567700000000001 0.078925000000000009 -0.08403999999999999 -0.043174999999999991 -0.0023699999999999997 0.05309500000000001 0.0049450000000000006 -0.0081099999999999974 0.041590000000000009 -0.014944999999999998 -0.025219999999999996 0.090880000000000016 -0.082359999999999989 -0.46188999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 10 -1 -2 7 8 16 13 17 12 25 15 -9 -5 -6 19 -17 21 -21 -3 -18 -15 -25 -7
right_child=5 2 -4 9 6 11 -8 14 -10 -11 -12 -13 -14 23 -16 18 22 -19 -20 20 -22 -23 -24 24 -26 -27
leaf_value=0.00097092288104138095 0.0011047328584290618 0.0017560179063556287 0.0010455193201465449 0.0012865816974666593 0.0010842639069866473 0.0010338186881291549 0.0015237507272171634 0.0012595135545790208 0.0016134536591765945 0.0018236788754535398 0.0019604630216519549 0.00059314928338721643 0.00064131183712432883 0.0017140389557382652 0.00094818785546858418 0.0016114729076700659 0.0012354268052228324 0.0015808959146891447 0.0014639413074941806 0.0017207658659899705 0.0015574120170773231 0.0019191426239533352 0.0014309312707907228 0.0014847498926744598 0.0016223611983995879 0.0009159094341446675
leaf_weight=86 53 325 56 56 53 53 100 56 57 71 80 99 73 90 69 160 53 91 187 557 73 59 79 54 240 53
leaf_count=86 53 325 56 56 53 53 100 56 57 71 80 99 73 90 69 160 53 91 187 557 73 59 79 54 240 53
internal_value=0 0.00157345 0.00165447 0.00167114 0.00126588 0.000808353 0.00132012 0.00126454 0.00135562 0.00158175 0.00173584 0.000751722 0.000839228 0.00155988 0.00108794 0.00149804 0.00127599 0.00171954 0.00153207 0.00173195 0.00170189 0.00178117 0.0013527 0.00162468 0.00159721 0.000975196
internal_weight=0 2652 2099 2043 553 331 467 367 242 858 1185 278 179 787 125 403 185 1105 347 1014 630 384 132 384 294 106
internal_count=2983 2652 2099 2043 553 331 467 367 242 858 1185 278 179 787 125 403 185 1105 347 1014 630 384 132 384 294 106
is_linear=0
shrinkage=0.0032998


Tree=7448
num_leaves=27
num_cat=0
split_feature=4 3 2 2 13 0 2 2 52 3 2 0 15 0 14 3 15 4 457 151 2 1212 15 4 15 3
split_gain=7.94384 2.72811 0.740833 1.03504 0.607544 0.557572 0.525419 0.500935 0.883389 0.831619 0.469909 0.347264 0.28728 0.332136 0.263164 0.218633 0.216558 0.208312 0.193224 0.180641 0.155169 0.189624 0.168626 0.132409 0.132021 0.110304
threshold=0.27998000000000006 -0.066229999999999997 0.10859000000000001 -0.0050599999999999994 -0.13871999999999998 -0.099704999999999974 0.15086000000000002 0.097110000000000016 -0.12367499999999999 -0.08867499999999999 0.14290000000000003 -0.062714999999999979 0.025430000000000005 -0.11825999999999999 -1.0000000180025095e-35 -0.0013299999999999998 -0.079504999999999978 -0.42305999999999994 0.087195000000000009 -0.010059999999999998 0.087605000000000002 0.054415000000000012 0.096415000000000015 0.48395000000000005 -0.050004999999999994 -0.22004999999999997
decision_type=2 2 2 2 2 2 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 -4 14 11 25 -10 -7 18 13 19 -2 -16 -15 -18 20 -5 22 -22 -6 -17 -11 -9
right_child=6 2 5 12 7 10 -8 8 9 24 -12 -13 -14 16 15 23 17 -19 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=0.0013054700989709954 0.00059337865366996341 0.00047016028405132159 0.0003492467459204825 0.00084835208685467474 0.0010269398495352344 0.00085397753961808862 7.5952903302250633e-05 0.0011642205541205197 0.00038998088994509245 0.00073493217673973688 0.00045010172124966937 0.00077078567500903181 0.0010740091503678132 0.0010817463709142721 0.00048165852381290341 0.00015288300013538344 0.0009795224277180316 0.00068856910940003058 0.0011861667132978717 0.00059952190815939035 0.00096425461432883238 0.00077093837155706765 0.00087684684648427571 0.00038237290964668471 0.00094446297637564209 0.00096915618833135658
leaf_weight=57 76 85 82 57 853 81 56 53 64 64 52 81 66 64 95 57 56 54 57 76 419 66 94 54 73 91
leaf_count=57 76 85 82 57 853 81 56 53 64 64 52 81 66 64 95 57 56 54 57 76 419 66 94 54 73 91
internal_value=0 0.000906084 0.00072447 0.000799666 0.000968047 0.000564122 0.000368672 0.000957986 0.000843415 0.000701546 0.000696336 0.00098314 0.00087466 0.000831689 0.000426676 0.000365002 0.000927231 0.000837011 0.000994668 0.000706428 0.000987021 0.00093802 0.00101208 0.000264844 0.000846837 0.0010412
internal_weight=0 2645 673 458 1972 215 338 1915 345 201 133 1570 373 307 282 206 174 110 1489 133 1432 485 947 111 137 144
internal_count=2983 2645 673 458 1972 215 338 1915 345 201 133 1570 373 307 282 206 174 110 1489 133 1432 485 947 111 137 144
is_linear=0
shrinkage=0.0032998


Tree=7449
num_leaves=28
num_cat=0
split_feature=4 39 12 4 12 43 47 0 4 11 0 4 51 11 0 39 4 12 16 133 159 4 16 52 42 475 0
split_gain=14.3785 4.66294 1.48528 1.46714 1.38904 1.22311 0.779039 0.59012 0.550381 0.454606 0.778949 0.409961 0.370335 0.345502 0.353115 0.320389 0.275247 0.273423 0.251985 0.197716 0.18529 0.182546 0.16891 0.435615 0.162674 0.100686 0.0049755
threshold=0.31392000000000003 0.08252000000000001 0.056995000000000011 -0.032169999999999997 0.091290000000000024 -0.031974999999999996 0.077735000000000012 -0.029849999999999998 0.62720500000000012 1.0000000180025095e-35 -0.10934999999999999 0.42642000000000008 0.088940000000000005 0.080455000000000013 -0.064994999999999983 0.091635000000000008 0.053330000000000009 0.097240000000000007 -0.54150999999999994 -0.0081099999999999974 -0.45963999999999994 0.51395000000000002 -0.04040499999999999 -0.26876499999999998 -0.026374999999999999 -0.083389999999999978 -0.045139999999999993
decision_type=2 2 2 2 2 2 2 2 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 15 12 -1 11 10 -4 18 -5 14 16 -3 20 -18 -2 24 -6 26 -16 -24 -12 -21 -13
right_child=8 5 4 6 13 -7 -8 -9 -10 -11 19 21 -14 -15 22 -17 17 -19 -20 25 -22 -23 23 -25 -26 -27 -28
leaf_value=0.0015905554536835445 0.000614368754495914 0.00079645510523676305 0.0010485675992307603 0.00093774023683099097 0.0014980352574446331 0.0012540293616710118 0.001287600631927335 0.0011741558046739365 0.00024593841868365634 0.0016733730376675188 0.0013921565403087748 0.00083411967609834194 0.00059015045407118799 0.0014750800039134593 0.001272598703695672 0.00049701614548881964 0.0012813767200220117 0.00096295067153755512 0.00030226848385386866 0.0014886652203724474 0.0012874532272650447 0.00056914726962766144 0.0012557776517068571 0.00087332645392458196 0.0015426398619940718 0.0013786819711634189 0.00076887999141953868
leaf_weight=71 57 98 61 97 53 53 52 80 54 80 121 52 52 75 52 66 64 57 57 121 465 59 60 73 263 538 52
leaf_count=71 57 98 61 97 53 53 52 80 54 80 121 52 52 75 52 66 64 57 57 121 465 59 60 73 263 538 52
internal_value=0 0.00128139 0.00132272 0.00112388 0.0013563 0.000817464 0.000938678 0.00137018 0.000551785 0.00143077 0.00141316 0.000611281 0.00081667 0.00125819 0.0012384 0.000676164 0.00127553 0.00113167 0.000458628 0.00143445 0.00130907 0.000717829 0.00110997 0.00104613 0.00149531 0.00139893 0.000801839
internal_weight=0 2652 2435 352 2083 217 201 151 331 1184 1104 277 149 899 824 164 639 121 114 1043 518 163 185 133 384 659 104
internal_count=2983 2652 2435 352 2083 217 201 151 331 1184 1104 277 149 899 824 164 639 121 114 1043 518 163 185 133 384 659 104
is_linear=0
shrinkage=0.0032998


Tree=7450
num_leaves=21
num_cat=0
split_feature=1 10 41 149 156 16 12 16 156 1212 12 402 1212 16 16 12 1 12 133 43
split_gain=0.204323 0.139843 0.131922 0.0984643 0.0949991 0.161513 0.112988 0.173841 0.126727 0.100048 0.0893306 0.0782832 0.241705 0.0807584 0.0946528 0.0765725 0.0781632 0.0687226 0.0637043 0.0429062
threshold=0.11869500000000001 -0.063134999999999983 0.081500000000000017 0.077335000000000015 0.085805000000000006 -0.010264999999999998 0.084305000000000005 0.065285000000000024 0.11048500000000001 -0.035619999999999992 -0.11319999999999998 0.036770000000000004 0.0025400000000000002 -0.52541999999999989 -0.09583499999999999 -0.042789999999999988 0.12864500000000004 0.094305000000000014 -0.09676499999999999 -0.0011349999999999999
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 9 -6 7 -7 -8 17 -3 13 18 -11 -15 -12 -17 19 -13 -1
right_child=1 10 -4 -5 5 6 8 -9 -10 11 15 12 -14 14 -16 16 -18 -19 -20 -21
leaf_value=0.014535758692039063 -0.0061082177022862864 0.0090002123529034483 -0.00061543808160250128 0.012663436507248072 0.01431280121708197 -0.0050079048459309881 0.014426145254411608 0.0084889125341587393 0.0043095288510414395 -0.00031303829323638886 -0.0025377744338179213 0.0093817631998207168 -0.0080937003275785083 0.0082087723539759766 0.0048354602783065711 -0.00095624544732695563 0.0065986246380630815 0.0042607301314019162 0.0025764328787676377 0.0081163667540494824
leaf_weight=59 61 53 96 57 90 53 67 55 75 72 90 59 53 287 1370 64 97 61 118 63
leaf_count=59 61 53 96 57 90 53 67 55 75 72 90 59 53 287 1370 64 97 61 118 63
internal_value=0 0.00123639 0.00549149 0.0057231 0.00556299 0.00818524 0.00597214 0.00184884 0.00909551 0.00514592 0.00271606 0.00479241 0.00186338 0.00518101 0.00542082 0.00138197 0.00358429 0.00892043 0.00485503 0.0112356
internal_weight=0 365 2635 2539 2482 340 250 108 142 2142 304 1959 230 1729 1657 251 161 183 177 122
internal_count=3000 365 2635 2539 2482 340 250 108 142 2142 304 1959 230 1729 1657 251 161 183 177 122
is_linear=0
shrinkage=0.16829


Tree=7451
num_leaves=33
num_cat=0
split_feature=12 3 12 3 12 3 16 16 0 0 0 0 0 0 133 1213 0 160 3 16 3 0 3 0 3 160 16 16 0 0 403 12
split_gain=6.976 2.06783 1.97406 1.30686 0.785808 0.718625 0.543013 0.516552 0.309697 0.377016 0.362429 0.252324 0.20459 0.202346 0.20027 0.160708 0.143073 0.124461 0.281214 0.124262 0.201878 0.194366 0.184869 0.158761 0.141097 0.122064 0.112524 0.076388 0.0670521 0.0957922 0.0665594 0.0651773
threshold=0.056995000000000011 0.3148450000000001 0.14472000000000004 0.076825000000000018 0.09253500000000002 0.11878500000000002 -0.27637999999999996 -0.27637999999999996 -0.024974999999999997 -0.12259499999999998 -0.087984999999999994 -0.073104999999999989 -0.095199999999999993 -0.084154999999999994 -0.14785999999999996 -0.085984999999999992 -0.096109999999999987 -0.083654999999999993 0.10021000000000001 0.0030150000000000008 -0.094004999999999991 0.048825000000000007 -0.080624999999999988 -0.07002499999999999 -0.076514999999999986 -0.027994999999999996 -0.074254999999999988 0.0044600000000000013 -0.081994999999999985 -0.078109999999999985 0.061600000000000009 0.088325000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 17 12 -6 9 -8 -11 13 -1 14 -2 -15 25 -5 -19 20 -9 22 -21 30 -24 -16 -7 -18 31 -30 -22 -17
right_child=2 -3 -4 5 7 26 8 19 -10 10 -12 -13 -14 15 16 28 27 18 -20 21 23 -23 24 -25 -26 -27 -28 -29 29 -31 -32 -33
leaf_value=0.00054790981928933458 0.001247459112159402 0.00018338510452371119 0.00042736334491124577 0.0011264165521547127 0.00065919421592059324 0.00054946799969964966 0.00048886980515180738 0.0011313538193240796 0.00049283534701295608 0.0010378390923624879 0.00068999243134799915 0.0012305393738110471 0.00027297921032422187 0.00081688479991762653 0.00083953073284788492 0.0010223053480825817 0.0011034695576814053 0.0010553516958830705 0.00074951529248476457 0.00073827806402280071 0.00088365207545105292 0.0010780092742724259 0.0010569889594277942 0.0010823875295087851 0.00085979638190728999 0.0010427183505549397 0.00076391170112038108 0.00096446176764279808 0.0010865363268579948 0.00092121273306027917 0.0010212563979643682 0.00087691093347983548
leaf_weight=52 75 97 65 52 70 59 53 95 90 52 91 93 70 52 52 83 491 83 56 84 195 61 63 84 119 97 52 52 191 52 53 66
leaf_count=52 75 97 65 52 70 59 53 95 90 52 91 93 70 52 52 83 491 83 56 84 195 61 63 84 119 97 52 52 191 52 53 66
internal_value=0 0.000635788 0.000994773 0.000697545 0.00101209 0.00086233 0.000575486 0.00093197 0.000654293 0.000728253 0.000816729 0.00106269 0.000390452 0.00104977 0.00108273 0.000992743 0.00106483 0.000985399 0.000932391 0.000957247 0.000995184 0.000907602 0.000868391 0.000956114 0.000928249 0.000972044 0.000650246 0.00109022 0.00101598 0.0010513 0.000913202 0.000958139
internal_weight=0 807 2193 710 2128 302 408 824 286 196 143 1304 122 1211 767 444 692 191 139 754 427 327 266 332 182 149 111 543 392 243 248 149
internal_count=3000 807 2193 710 2128 302 408 824 286 196 143 1304 122 1211 767 444 692 191 139 754 427 327 266 332 182 149 111 543 392 243 248 149
is_linear=0
shrinkage=0.0032998


Tree=7452
num_leaves=24
num_cat=0
split_feature=4 10 403 1212 16 402 480 157 401 16 4 150 50 9 16 13 43 4 4 42 401 3 13
split_gain=0.301939 0.154904 0.114017 0.355376 0.113771 0.0982398 0.0972712 0.117879 0.0970102 0.0831966 0.231003 0.131247 0.125476 0.117517 0.104371 0.0657338 0.0695592 0.0697972 0.09105 0.0620484 0.0346797 0.0189503 0.00903361
threshold=0.26546000000000003 -0.063134999999999983 -0.090054999999999982 0.041590000000000009 -0.082359999999999989 -0.035114999999999993 -0.060589999999999998 -0.084114999999999981 0.10711000000000001 -0.095264999999999989 0.060575000000000011 -1.0000000180025095e-35 0.089915000000000009 0.081505000000000008 -0.28430999999999995 0.053700000000000005 -0.079109999999999986 0.42642000000000008 0.51395000000000002 0.083925000000000013 0.11896500000000002 -0.082879999999999995 -0.004409999999999999
decision_type=2 2 2 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 19 9 10 12 -11 -9 -13 -12 16 -3 22 -19 -8 -10 -21 -18
right_child=1 15 6 -5 5 -7 7 8 20 11 14 13 -14 -15 -16 -17 17 18 -20 21 -22 -23 -24
leaf_value=0.00034007991284843857 -0.007914784501462966 0.0083850849821859932 4.1884219947685764e-05 -0.0059062849367479669 0.0046854421665590163 0.012533110657323106 0.013084209952665921 0.015104467783782912 0.013749458013021663 -0.0023703223758893459 0.0063932260935533119 0.0049372970096754846 0.0060289902266731374 0.013106448361442407 -0.0034036684532859009 -0.0035808000454632381 -1.0315213778707939e-05 0.0091045369761824941 -0.00013952109788545143 0.0049128628369929867 0.0075439625813493571 0.0091882095048772209 -0.0030592843505498181
leaf_weight=74 54 52 78 99 103 82 95 116 53 67 75 1413 70 52 52 54 61 59 61 55 53 70 52
leaf_count=74 54 52 78 99 103 82 95 116 53 67 75 1413 70 52 52 54 61 59 61 55 53 70 52
internal_value=0 0.000450436 0.00545942 0.00266077 0.00594237 0.00817358 0.00590411 0.0061139 0.00569529 0.00540887 0.00791836 0.00489499 0.0116986 0.00522849 0.00236775 0.00178825 0.00281185 0.00156032 0.0043905 0.00981807 0.0106637 0.00732143 -0.00142928
internal_weight=0 393 2607 358 259 185 2249 2171 1951 1845 313 1532 186 1465 127 339 285 233 120 220 106 125 113
internal_count=3000 393 2607 358 259 185 2249 2171 1951 1845 313 1532 186 1465 127 339 285 233 120 220 106 125 113
is_linear=0
shrinkage=0.16829


Tree=7453
num_leaves=21
num_cat=0
split_feature=4 1 52 0 52 1 4 124 13 42 3 160 0 0 1 0 3 4 133 133
split_gain=8.77071 2.39876 1.17212 0.658606 0.63701 0.478895 0.470141 0.437198 0.247178 0.234169 0.230856 0.212534 0.205803 0.135895 0.129118 0.115918 0.08805 0.0866023 0.044982 0.0859582
threshold=0.31392000000000003 0.10359500000000001 -0.41694999999999993 0.148925 -0.020789999999999996 0.12000500000000001 0.049545000000000006 -0.082024999999999987 -0.09219999999999999 0.085495000000000015 -0.031895 -0.53327999999999987 -0.10028499999999999 -0.22480499999999998 0.14754500000000001 -0.11214999999999999 -0.081404999999999991 0.51544000000000012 0.099765000000000006 0.077945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 12 9 7 -1 16 -2 -6 -10 -4 -13 17 -8 -9 -7 19 -17
right_child=5 2 4 -5 10 14 15 8 11 -11 -12 13 -14 -15 -16 18 -18 -19 -20 -21
leaf_value=0.0006931211117326522 0.00059857970114998314 0.0010404166402801316 0.00031074048609244711 0.000601933156508647 0.00086514695379984565 0.00022497458174607443 0.00094479691324501891 0.0012190867497369898 0.00081930774288775047 0.00031909373341568994 0.00060344489000970902 0.00084466279723936853 0.00055097022436891626 0.0010021984606974758 0.00010772940747836417 0.00076298480259573377 0.0010526246520884712 0.00039701439818203899 0.00071189278845457636 0.00093693028783920884
leaf_weight=53 91 80 70 54 82 76 91 69 80 52 69 65 90 1593 55 84 82 57 53 54
leaf_count=53 91 80 70 54 82 76 91 69 80 52 69 65 90 1593 55 84 82 57 53 54
internal_value=0 0.000922703 0.000683614 0.000963725 0.000591719 0.000353044 0.000972494 0.000990882 0.000999218 0.000497195 0.000745795 0.000987929 0.00044609 0.000996044 0.00024321 0.000845736 0.00112892 0.000298971 0.000798355 0.000831306
internal_weight=0 2669 391 2278 311 331 2224 1942 1889 143 151 1738 160 1658 188 282 151 133 191 138
internal_count=3000 2669 391 2278 311 331 2224 1942 1889 143 151 1738 160 1658 188 282 151 133 191 138
is_linear=0
shrinkage=0.0032998


Tree=7454
num_leaves=24
num_cat=0
split_feature=1 149 2 2 133 157 34 15 15 11 1 13 14 13 2 13 133 13 156 133 1 1 13
split_gain=0.177799 0.132916 0.137874 0.132407 0.112842 0.101948 0.0857758 0.136427 0.0850434 0.0997033 0.0714863 0.0952016 0.0804998 0.0628193 0.0844464 0.0765655 0.0705963 0.146961 0.0549107 0.0521544 0.0402985 0.0398203 0.0170807
threshold=0.092395000000000019 0.077335000000000015 -0.080104999999999996 0.092450000000000018 -0.0024649999999999997 -0.084874999999999992 -0.023104999999999997 -0.092099999999999987 -0.16749999999999998 0.078340000000000007 0.100925 -0.08811999999999999 -1.0000000180025095e-35 -0.09219999999999999 0.090020000000000017 -0.088484999999999994 -0.05763999999999999 -0.027939999999999996 0.085805000000000006 0.23448500000000003 0.11597500000000001 0.098715000000000011 -0.40944499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 6 -5 18 -4 -8 -7 13 -6 22 -13 14 -10 -15 17 -17 -1 -18 21 -9 -12
right_child=1 -3 3 4 10 8 7 20 9 -11 11 12 -14 15 -16 16 19 -19 -20 -21 -22 -23 -24
leaf_value=0.0066715113144254897 -0.0041875211592322346 0.011106542884174649 2.7575163500626879e-05 -0.005929579648418319 -0.0032530350857802467 0.011151559119363049 0.014027361289913134 0.0053457867773487704 0.012014399030273334 -0.0018040198317319891 0.00077690351830359591 0.010641310295834252 0.0032352718932413798 -0.0001795037777418329 0.0044657061285224538 0.0083403675833784666 0.0062101341278583801 -7.394978639758604e-05 0.012988187628806212 0.0032213882128583849 0.008420707131519628 6.373609617324019e-05 -0.0033207810405025311
leaf_weight=85 83 52 70 56 61 66 57 120 86 59 62 52 215 80 84 87 986 180 75 202 67 62 53
leaf_count=85 83 52 70 56 61 66 57 120 86 59 62 52 215 80 84 87 986 180 75 202 67 62 53
internal_value=0 0.00281078 0.00235862 0.00298162 0.00117998 0.00555686 0.00536785 0.0065836 0.00519856 0.00497481 0.00208276 0.00293952 0.00468438 0.00521044 0.00829503 0.00486766 0.0051464 0.00266107 0.00964368 0.00570346 0.0048724 0.00355628 -0.00109597
internal_weight=0 1010 958 875 499 1990 376 306 1830 1764 443 382 267 1705 170 1535 1455 267 160 1188 249 182 115
internal_count=3000 1010 958 875 499 1990 376 306 1830 1764 443 382 267 1705 170 1535 1455 267 160 1188 249 182 115
is_linear=0
shrinkage=0.16829


Tree=7455
num_leaves=33
num_cat=0
split_feature=2 12 2 16 3 43 0 12 3 3 3 43 15 13 43 15 12 2 475 42 16 2 0 130 133 3 52 2 43 3 0 12
split_gain=9.09685 4.39677 2.05644 1.36421 1.21168 1.14552 0.981709 0.956665 0.709242 0.649821 0.694199 0.42422 0.298768 0.288026 0.272364 0.262194 0.406606 0.255112 0.227015 0.20163 0.192198 0.180295 0.177582 0.163135 0.154521 0.142829 0.11377 0.15043 0.110932 0.102636 0.0827255 0.0621506
threshold=0.12026500000000001 1.0000000180025095e-35 0.16993500000000003 0.15273500000000004 0.11745500000000002 -0.065749999999999989 -0.084114999999999981 0.091545000000000015 -0.15415499999999996 -0.0063699999999999989 0.085880000000000012 -0.09225499999999999 -0.11277999999999998 -0.011514999999999999 -0.43548999999999999 0.062230000000000008 0.099170000000000022 0.098500000000000018 -0.085719999999999977 0.088025000000000006 -0.079144999999999979 0.088855000000000003 -0.075434999999999988 0.089015000000000025 0.14883000000000002 -0.055389999999999988 -0.53473999999999988 0.081935000000000022 -0.070414999999999991 0.14813000000000001 -0.071749999999999994 0.10011000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 11 29 8 -3 -7 -11 -1 -8 -13 -9 16 26 18 -10 23 -21 -18 -23 -20 28 -14 -16 -28 -17 -2 -26 -30
right_child=2 7 -4 -5 -6 9 12 14 17 10 -12 13 25 -15 15 24 21 -19 19 20 -22 22 -24 -25 30 -27 27 -29 31 -31 -32 -33
leaf_value=0.00084824237688269804 0.00046447413529596322 0.0015364897392274931 -7.2223401887085998e-06 0.0011593837209213976 0.00038096172657571108 0.00063858974823895241 0.00057581682189316121 0.0012535092265262247 0.0013494003162744298 0.0013046203938756979 0.00087049794368173987 0.0006376441698621076 0.00075473255974015487 0.00031199398196197825 0.0011877170801971599 0.0010185353334357487 0.0007311574473301965 0.00093350636103356965 0.0012012129629297833 0.0011905471857484625 0.0010040491278210744 0.0010586006156381457 0.00079538768297372851 0.0010130910204780284 0.00092518219876263112 0.0010017924402254226 0.0011381070577460976 0.00094408735022184233 0.0012399573116465435 0.00025855281251728387 0.0010883869523879918 0.001095744895007137
leaf_weight=53 56 58 75 92 93 52 56 59 75 73 91 67 54 54 56 62 82 53 674 103 158 62 54 57 80 52 71 126 102 52 67 57
leaf_count=53 56 58 75 92 93 52 56 59 75 73 91 67 54 54 56 62 82 53 674 103 158 62 54 57 80 52 71 126 102 52 67 57
internal_value=0 0.00104577 0.000475692 0.000790479 0.000720138 0.000800928 0.000609966 0.00111714 0.00117881 0.000961712 0.00106395 0.000601133 0.000772623 0.000492604 0.00103437 0.00101854 0.000964497 0.00116026 0.00117149 0.001158 0.00107778 0.000851563 0.000936374 0.00118659 0.00108467 0.000876264 0.00105274 0.00101419 0.00114096 0.000365653 0.000999808 0.00118848
internal_weight=0 2631 345 575 483 390 270 2056 1178 216 164 174 162 121 878 819 451 1120 1067 992 261 198 116 731 368 106 253 197 221 108 147 159
internal_count=2976 2631 345 575 483 390 270 2056 1178 216 164 174 162 121 878 819 451 1120 1067 992 261 198 116 731 368 106 253 197 221 108 147 159
is_linear=0
shrinkage=0.0032998


Tree=7456
num_leaves=23
num_cat=0
split_feature=15 2 12 14 150 12 2 2 2 14 3 12 52 3 49 3 2 52 15 15 133 159
split_gain=16.3842 7.44636 5.12412 2.12835 1.44761 1.26815 0.994954 0.873444 0.808738 0.730118 0.546045 0.542892 0.466742 0.688304 0.463647 0.467784 0.422739 0.316852 0.259315 0.238678 0.152202 0.148377
threshold=-0.26361999999999991 0.13270000000000001 0.056995000000000011 0.073890000000000011 0.083435000000000023 0.092085000000000014 0.10773000000000001 0.14744000000000002 0.15806500000000004 -1.0000000180025095e-35 -0.0096849999999999974 0.084065000000000015 -0.082384999999999986 0.086845000000000019 -0.016594999999999995 -0.11211999999999998 0.10384 -0.011499999999999998 1.0000000180025095e-35 -0.067614999999999995 0.10681500000000001 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 5 6 11 10 9 -3 -1 -2 17 -12 -14 -7 -16 -6 -4 -17 21 -21 -13
right_child=1 8 3 -5 16 14 -8 -9 -10 -11 12 19 13 -15 15 18 -18 -19 -20 20 -22 -23
leaf_value=0.00081475821233254202 0.0011506705904047712 0.00085780581304005477 0.0018907690545130694 0.0020803082387732112 0.0010156288541282113 0.0010810468866734001 0.00094866067993776043 9.3698126091322072e-05 0.00035267619033382862 0.00038782981059446792 0.0016634579003589989 0.0014020789213364708 0.0015721562935107456 0.0010439169708417358 0.0016346532842931413 0.0013102534875823718 0.00066820663883762122 0.0015783744290702954 0.0014410490860194236 0.001574274724777798 0.0014063750884836155 0.0015957863007714911
leaf_weight=80 97 94 78 68 100 52 88 52 55 97 74 217 57 52 88 337 63 69 346 685 69 58
leaf_count=80 97 94 78 68 100 52 88 52 55 97 74 217 57 52 88 337 63 69 346 685 69 58
internal_value=0 0.00138942 0.00143058 0.00150491 0.00114117 0.00148532 0.00125606 0.000470493 0.000671585 0.000580991 0.00135255 0.00155509 0.00145936 0.00132048 0.00138557 0.00140607 0.000881565 0.00174437 0.00137656 0.00152802 0.00155896 0.00144306
internal_weight=0 2747 2598 2067 531 1999 368 229 149 177 280 1176 183 109 823 771 163 147 683 1029 754 275
internal_count=2976 2747 2598 2067 531 1999 368 229 149 177 280 1176 183 109 823 771 163 147 683 1029 754 275
is_linear=0
shrinkage=0.0032998


Tree=7457
num_leaves=27
num_cat=0
split_feature=4 12 150 0 12 13 3 52 3 12 12 52 3 14 0 4 13 13 3 0 133 0 52 13 4 42
split_gain=10.0627 2.83378 1.80177 1.01395 0.702796 0.623175 0.637249 0.582625 0.404447 0.327011 0.324824 0.319504 0.282585 0.269266 0.407424 0.233912 0.212102 0.147607 0.140477 0.167829 0.144357 0.130113 0.130066 0.129525 0.0604051 0.0366479
threshold=0.31392000000000003 0.056995000000000011 0.083435000000000023 -0.14259999999999998 0.097910000000000011 -1.0000000180025095e-35 -0.012504999999999997 -1.0000000180025095e-35 -0.082634999999999986 0.084065000000000015 0.13642500000000005 -0.085924999999999987 0.10021000000000001 -0.41608999999999996 -0.088144999999999987 -0.00076499999999999995 0.064420000000000019 -0.076349999999999987 -0.14088999999999999 -0.10594499999999998 -0.0081099999999999974 -0.10185499999999999 -0.011499999999999998 0.011265000000000002 0.008570000000000003 -0.058159999999999996
decision_type=2 2 2 2 2 2 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 9 7 -7 -1 -2 22 16 -4 21 -10 17 -13 23 -15 -11 -20 -21 -8 -5 24 -6 -18
right_child=8 3 11 4 10 6 12 -9 13 18 -12 15 -14 14 -16 -17 25 -19 19 20 -22 -23 -24 -25 -26 -27
leaf_value=0.00048956447480850551 0.00053322080703790639 0.0013838118514637049 0.0006577166664371801 0.0012724305996167462 0.00094174800835857193 0.00066498415921871143 0.0010582781340332211 0.00089099879574126503 0.00046916890418387844 0.0011586945376006654 0.00063632753094409306 0.00049300088245530799 0.00090140866564500572 0.00018422697640204877 -4.021079880230262e-05 0.00018146869225333856 0.00095995434430827108 0.00040753887356366161 0.00082497839188844062 0.0010617131848003265 0.00098653985727227534 0.0012902425860514633 0.0010694618242684793 0.00070687576891193123 0.00082102534800902055 0.0010890950264023994
leaf_weight=76 82 76 52 77 127 59 60 83 54 70 55 54 75 62 53 52 52 69 57 434 881 52 69 52 81 62
leaf_count=76 82 76 52 77 127 59 60 83 54 70 55 54 75 62 53 52 52 69 57 434 881 52 69 52 81 62
internal_value=0 0.000952518 0.000744459 0.00100847 0.000994307 0.000861148 0.000965588 0.00069934 0.00033294 0.00102645 0.000875241 0.000445128 0.00106024 0.000263788 0.000203321 0.000340506 0.000910281 0.000302118 0.00101121 0.00100366 0.00101138 0.00116629 0.00117675 0.000857435 0.000894905 0.0010305
internal_weight=0 2656 563 2093 2017 405 246 159 320 1588 429 158 187 238 184 106 374 131 1442 1372 1315 112 146 260 208 114
internal_count=2976 2656 563 2093 2017 405 246 159 320 1588 429 158 187 238 184 106 374 131 1442 1372 1315 112 146 260 208 114
is_linear=0
shrinkage=0.0032998


Tree=7458
num_leaves=32
num_cat=0
split_feature=1 15 2 14 15 16 15 42 2 2 52 52 52 12 2 12 12 2 483 15 52 15 15 52 16 14 50 16 52 2 2
split_gain=7.00496 2.18494 1.42539 0.878491 0.86958 0.706433 0.615702 0.366034 0.304646 0.290734 0.269994 0.249737 0.518486 0.238187 0.225987 0.165677 0.15596 0.151396 0.131369 0.124804 0.158431 0.114592 0.157339 0.111247 0.0984416 0.0922723 0.0818739 0.0813107 0.0467796 0.0356918 0.00462465
threshold=0.10331000000000003 -0.26361999999999991 0.10457000000000001 0.073890000000000011 -0.43091499999999999 0.026395000000000005 1.0000000180025095e-35 0.116275 -1.0000000180025095e-35 0.095195000000000016 -0.011499999999999998 -0.092084999999999986 0.042815000000000006 0.098845000000000016 -0.080104999999999996 -0.053404999999999987 0.091445000000000012 0.12860500000000002 -0.070084999999999981 0.08487500000000002 0.10178500000000001 -0.15300999999999995 -0.021954999999999999 0.085540000000000019 0.51041000000000014 -0.45687499999999998 0.089430000000000023 -0.071704999999999991 0.11330000000000001 0.10669500000000001 0.10556500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 8 6 25 15 9 10 -3 14 -8 24 16 -10 -1 -4 -13 -17 -16 23 26 -20 -23 -12 30 -2 -21 -9 -22 -14 -11
right_child=1 2 5 -5 -6 -7 7 27 13 11 19 12 29 -15 18 17 -18 -19 21 20 28 22 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.00058412747952563528 0.0003944929713340467 0.00055486023844839364 0.0004488657587034055 0.0011407637991732913 -0.00017302187837683338 0.00067954659905326267 0.0010605054158788669 0.00076455994975330264 0.00093893683663942085 0.00074859422767611472 0.0008642341752602968 0.00031311866660319233 0.00079627548231547916 0.00066240019497794205 0.00094782439037073866 0.00031705885816236739 0.00056102721779731325 9.1237619380065622e-05 0.00064496236209584008 0.00078056591327395537 0.0010101474257089185 0.00084063723813679575 0.00072632139023692626 0.0010473624566846472 0.00089386793589707112 0.00022577455396356332 0.00088502484532820391 0.00058538918259532977 0.00088936821147675568 0.0006819692076139622 0.00068657784922553859
leaf_weight=57 58 57 53 86 62 70 86 66 97 53 81 53 79 54 64 85 60 53 58 330 53 399 205 72 56 95 118 52 153 59 52
leaf_count=57 58 57 53 86 62 70 86 66 97 53 81 53 79 54 64 85 60 53 58 330 53 399 205 72 56 95 118 52 153 59 52
internal_value=0 0.000431967 0.00055827 0.00081261 0.000156288 0.000395592 0.000799801 0.000859971 0.000762231 0.000748866 0.000882933 0.000677292 0.000611572 0.000840276 0.000786481 0.00029134 0.000445063 0.000230586 0.00080232 0.000863965 0.000843634 0.0007882 0.000801896 0.000950642 0.000779532 0.000289963 0.000808158 0.000685902 0.000920614 0.000747661 0.000718217
internal_weight=0 684 469 2292 215 261 2206 1011 208 1195 893 412 251 151 783 191 113 138 726 807 654 662 604 153 161 153 448 118 206 138 105
internal_count=2976 684 469 2292 215 261 2206 1011 208 1195 893 412 251 151 783 191 113 138 726 807 654 662 604 153 161 153 448 118 206 138 105
is_linear=0
shrinkage=0.0032998


Tree=7459
num_leaves=24
num_cat=0
split_feature=2 15 0 11 1 3 11 16 123 2 15 4 130 13 13 12 50 15 2 133 0 15 0
split_gain=0.4114 0.244849 0.221935 0.215926 0.172204 0.14449 0.192405 0.19734 0.17729 0.122487 0.116095 0.16833 0.105001 0.152939 0.128543 0.22936 0.157427 0.101035 0.0798342 0.0691682 0.0831442 0.107648 0.143747
threshold=0.10060500000000001 -0.41956999999999994 0.12429000000000001 1.0000000180025095e-35 0.098395000000000024 0.09722500000000002 0.080320000000000016 -0.28430999999999995 0.084000000000000005 -0.085784999999999986 -0.24511999999999998 -0.014099999999999998 0.10284500000000001 0.084770000000000026 -0.083274999999999988 0.08401500000000002 0.099210000000000007 0.033605000000000003 0.085730000000000015 0.10254500000000001 -0.099704999999999974 -0.067614999999999995 -0.064509999999999984
decision_type=2 2 2 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 19 6 7 -6 -9 -3 -7 -12 13 14 15 -11 -16 -5 -15 20 -2 -22 -23
right_child=2 3 -4 17 5 10 -8 8 -10 12 11 -13 -14 18 16 -17 -18 -19 -20 -21 21 22 -24
leaf_value=-0.0021287830613457865 0.0030335215767374091 6.9343813242334616e-05 -0.006463329971992806 0.010471393323193148 0.0046386348203414996 0.011573441744043747 0.0076459966725720063 -0.014888228034861718 -0.0010838765633892373 0.016282870256999493 0.010362904144454838 -0.0012155394705856285 0.0024186716040491526 0.019066421575777492 0.0078362132583844925 0.0083696302151906043 0.0017139305535270348 0.020590883544111913 0.010298524497133225 0.0028116611827579863 0.0059667174446187419 0.020310099193357075 0.0080504601052810484
leaf_weight=63 58 53 56 56 52 61 56 53 53 135 55 100 83 56 994 459 136 58 65 74 90 52 58
leaf_count=63 58 53 56 56 52 61 56 53 53 135 55 100 83 56 994 459 136 58 65 74 90 52 58
internal_value=0 0.00818564 0.00374884 0.00849667 0.0045017 0.00227267 -0.000819347 -0.00383109 -0.008003 0.00808494 0.00534438 0.00288135 0.00830435 0.00856815 0.00815982 0.0101711 0.00710096 0.0156357 0.0143712 0.00738328 0.00868756 0.0103182 0.0138623
internal_weight=0 2158 818 2095 762 430 214 158 106 1981 216 155 1928 1845 1724 594 1130 114 121 332 258 200 110
internal_count=2976 2158 818 2095 762 430 214 158 106 1981 216 155 1928 1845 1724 594 1130 114 121 332 258 200 110
is_linear=0
shrinkage=0.16829


Tree=7460
num_leaves=19
num_cat=0
split_feature=2 43 403 402 9 2 1213 160 474 156 1213 157 13 0 0 15 0 0
split_gain=0.167076 0.140818 0.14252 0.220648 0.214453 0.217343 0.188901 0.112876 0.107183 0.10412 0.0942826 0.0867691 0.0931686 0.0943621 0.0910692 0.100638 0.0845331 0.0796111
threshold=0.099845000000000003 -0.48891499999999993 0.10232000000000001 0.081585000000000019 0.081505000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 -0.54784999999999984 0.089265000000000011 0.11182500000000002 -0.40446999999999994 -0.0012349999999999998 0.036560000000000002 -0.016414999999999996 -0.034759999999999992 0.11308000000000001 -0.07223499999999998 -0.068419999999999995
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 -3 -5 -7 9 11 -4 -2 14 -14 15 17 -9 -13
right_child=8 2 10 6 -6 7 -8 16 -10 -11 -12 12 13 -15 -16 -17 -18 -19
leaf_value=0.013971343119373208 -0.0041445394293894173 -0.0019731901004516098 0.0055735944594162614 0.018196834947354787 0.013854694159816536 0.01369351568345119 0.006574816463859651 0.0052988270404153324 0.0093075224942444981 0.0096512392482210243 -0.0026434907090052018 0.0034411510556787684 0.0029400179669301176 -0.0065866634176814497 0.010550537934227673 0.0099816970920208938 0.0089043138353729397 -0.0024351788089314037
leaf_weight=69 53 100 77 83 95 54 77 1257 85 61 81 315 66 53 53 54 218 82
leaf_count=69 53 100 77 83 95 54 77 1257 85 61 81 315 66 53 53 54 218 82
internal_value=0 0.00647311 0.00621886 0.00662626 0.00606942 0.0056143 0.012615 0.00611171 0.00363895 0.00298274 0.00134967 0.00237834 0.00293614 -0.00128786 0.00393703 0.00315585 0.00583292 0.00222287
internal_weight=0 2111 2042 1884 1724 1629 160 1529 822 737 158 676 623 119 504 451 1475 397
internal_count=2933 2111 2042 1884 1724 1629 160 1529 822 737 158 676 623 119 504 451 1475 397
is_linear=0
shrinkage=0.16829


Tree=7461
num_leaves=27
num_cat=0
split_feature=1 3 4 2 1 14 12 2 2 2 2 457 4 16 12 3 4 43 4 16 1 484 15 52 43 48
split_gain=10.7785 2.62561 0.931817 0.752328 0.703604 0.57745 0.64664 0.537675 0.633598 0.457911 0.446511 0.422182 0.431693 0.482254 0.313896 0.266153 0.169783 0.153402 0.152011 0.167809 0.149096 0.148812 0.139383 0.100568 0.07536 0.0445388
threshold=0.10398500000000001 -0.06656999999999999 0.053925000000000008 0.11426500000000002 0.083670000000000008 0.073890000000000011 0.081685000000000021 0.14253500000000002 -1.0000000180025095e-35 0.10457000000000001 0.096435000000000007 0.08351500000000002 -0.0058699999999999994 0.15273500000000004 -1.0000000180025095e-35 -0.07249499999999999 0.18572000000000002 -0.063379999999999978 -0.097349999999999978 0.064455000000000012 0.11039500000000001 0.086085000000000009 -0.24511999999999998 -0.54159499999999994 0.058415000000000009 0.089640000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 20 10 6 11 8 -3 -10 -4 12 13 -1 -11 18 -12 -17 -8 21 -2 -20 -9 -21 -19 -16
right_child=1 7 4 -5 -6 -7 15 22 9 14 16 -13 -14 -15 25 17 -18 24 19 23 -22 -23 -24 -25 -26 -27
leaf_value=0.00073044121074838811 0.00091588316415460141 0.0003041423316456076 0.0012092641910450219 0.00061239694957063346 0.00059984716263817802 0.0013738891881519815 0.0012646697378089053 0.00037352158543205838 0.00088950671608002772 0.00036488080874953364 0.00081027438546871656 0.00071416024685161416 0.0012060726505035151 0.0011332578966284671 0.0007202387912809044 0.0011371006454019223 0.0010451837151149144 0.00083491176383766958 0.0011285690427405861 0.0011339485364648566 0.0011382816799492778 0.0012635645529019909 0.00013817016477889063 0.00095123115850639028 0.0010092580434856791 0.0005829279664365288
leaf_weight=77 59 100 72 64 64 86 98 57 53 70 100 65 84 57 53 60 53 55 1097 56 82 102 54 93 62 60
leaf_count=77 59 100 72 64 64 86 98 57 53 70 100 65 84 57 53 60 53 55 1097 56 82 102 54 93 62 60
internal_value=0 0.000601053 0.0010823 0.000910439 0.000906523 0.00110778 0.00109575 0.000459086 0.000524967 0.000618388 0.000993599 0.000949385 0.00101936 0.000902052 0.000539675 0.00112125 0.000891878 0.000998817 0.00113622 0.00112685 0.00104547 0.00114008 0.000259344 0.00102014 0.000927602 0.000647642
internal_weight=0 652 2281 205 289 1992 1906 447 336 236 225 283 218 134 183 1623 153 177 1446 1348 141 1199 111 149 117 113
internal_count=2933 652 2281 205 289 1992 1906 447 336 236 225 283 218 134 183 1623 153 177 1446 1348 141 1199 111 149 117 113
is_linear=0
shrinkage=0.0032998


Tree=7462
num_leaves=35
num_cat=0
split_feature=4 151 12 4 150 1 13 13 150 157 1213 12 130 1455 52 1 4 51 12 4 4 16 12 133 12 12 16 16 13 52 4 4 4 1
split_gain=0.188725 0.140112 0.136024 0.192388 0.185029 0.22804 0.185888 0.140626 0.127268 0.124665 0.124427 0.183582 0.122208 0.11868 0.11259 0.111167 0.459781 0.163477 0.159419 0.100824 0.132923 0.0901304 0.0784998 0.0750187 0.0800309 0.0722481 0.060394 0.060016 0.0606879 0.0561224 0.0491756 0.0447892 0.0260096 0.0228722
threshold=-0.078454999999999983 -0.40941499999999992 0.083985000000000018 -0.018964999999999999 0.084680000000000019 0.093575000000000019 -0.032149999999999991 -0.0088749999999999992 0.11247500000000001 -0.0042999999999999991 -0.011244999999999998 0.085280000000000009 -0.071894999999999973 1.0000000180025095e-35 0.0035300000000000006 0.081540000000000015 -0.12685999999999997 0.086450000000000013 0.091735000000000025 0.053330000000000009 0.064860000000000015 -0.076909999999999992 0.087470000000000006 0.093130000000000004 0.11534500000000002 0.090455000000000021 -0.43279999999999996 -0.069994999999999988 -0.06809999999999998 0.084705000000000016 -0.081864999999999979 0.40736500000000003 0.23355000000000001 0.08864000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 5 6 -5 26 -6 33 11 -11 -12 19 -15 16 -14 18 -17 23 -21 -9 -13 24 25 -4 -7 -25 -29 -18 -31 32 -22 -1
right_child=1 2 13 4 8 7 -8 21 -10 10 12 22 15 14 -16 17 29 -19 -20 20 31 -23 -24 27 -26 -27 -28 28 -30 30 -32 -33 -34 -35
leaf_value=0.01542049682499601 0.012466878166918908 -0.0059282747371596891 0.0059886218575528442 0.0040494297840191944 -0.0061877987460105836 0.0010631050542216265 0.014815721446245055 -0.0076710814590646419 0.0038088604133444726 0.016998683777102806 0.012347816440056707 0.0030474940718905386 -0.008964632931510742 0.016084352607054143 0.0055509510367040792 -0.00025317567242774512 0.0026591552104848425 0.015639625856533949 0.0104312883641287 -0.0052491309487250181 0.0041986427225309125 0.0017634322564684152 0.010253461762131046 0.0041883336037621104 0.010774675835754864 0.0022704843508136964 0.007522509367938795 0.014312302838472289 0.006898134279440124 0.0058107253703360475 0.012166874464092509 0.0080872487410768752 -8.8182961009352978e-05 0.01027823348342218
leaf_weight=53 61 71 319 89 84 68 94 53 63 73 64 81 75 54 63 83 87 53 75 57 99 62 93 59 59 280 106 66 62 101 54 54 66 52
leaf_count=53 61 71 319 89 84 68 94 53 63 73 64 81 75 54 63 83 87 53 75 57 99 62 93 59 59 280 106 66 62 101 54 54 66 52
internal_value=0 0.00451075 0.00425809 0.00235998 0.00331356 0.00493837 0.00958947 0.00198699 -0.00189129 0.00740555 0.00671691 0.00989845 0.00538645 0.00531455 0.0104279 0.00453924 0.00253845 0.00753665 0.00480719 0.00477927 0.00197667 -0.00256903 0.00690928 0.00569255 0.00484104 0.00425359 0.00500847 0.00867915 0.0107351 0.00611089 0.00803672 0.00386556 0.00247302 0.012891
internal_weight=0 1989 1928 690 619 472 183 289 147 944 839 247 592 1238 117 528 317 211 158 1121 276 115 174 845 658 599 174 187 128 242 155 219 165 105
internal_count=2933 1989 1928 690 619 472 183 289 147 944 839 247 592 1238 117 528 317 211 158 1121 276 115 174 845 658 599 174 187 128 242 155 219 165 105
is_linear=0
shrinkage=0.16829


Tree=7463
num_leaves=26
num_cat=0
split_feature=4 403 402 42 43 42 16 151 12 157 52 15 12 43 11 15 403 159 16 16 16 1209 15 4 42
split_gain=0.130549 0.124591 0.118986 0.195263 0.122045 0.193435 0.118165 0.0967961 0.09472 0.161914 0.175398 0.291024 0.0994041 0.0846683 0.0746746 0.0922108 0.117774 0.0718726 0.0909183 0.080416 0.130116 0.0696736 0.0598531 0.129611 0.050118
threshold=-0.078454999999999983 0.057585000000000004 0.089020000000000002 0.091605000000000006 -0.085594999999999991 -0.036704999999999995 -0.08151499999999999 -0.40941499999999992 0.083785000000000012 -0.079594999999999985 0.14295500000000003 -0.0039399999999999991 -0.14392999999999997 -0.097074999999999981 0.079225000000000004 0.088235000000000022 -0.073944999999999997 0.0043550000000000004 0.50609000000000015 -0.0057949999999999989 -0.13800499999999996 1.0000000180025095e-35 -0.19153499999999998 0.23355000000000001 -0.015084999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -3 -2 9 -9 11 12 -11 -14 15 24 -17 18 21 20 -19 22 -10 -24 -6
right_child=7 6 -4 -5 14 -7 -8 8 17 10 -12 -13 13 -15 -16 16 -18 19 -20 -21 -22 -23 23 -25 -26
leaf_value=0.0064842465492872684 0.010368829878476813 0.0059564526506404522 0.013167930689676494 -0.0010098840289821172 0.0071110929376668351 0.018833602735241119 -0.0041484208341918509 -0.0066482486119282787 0.0099261294317990034 0.0083165163333447662 -0.0065194251732324003 0.014380343953310898 0.0076630782586568696 0.00041445830621908224 0.010811264258880167 0.01470349095454386 0.0039197935030156348 0.0039993862771243154 -0.0024560559576988507 0.0034084892580236708 0.015136855408335079 -0.0015199270374766771 0.0047806728322606186 -0.0033074344889948639 0.0021836661690864067
leaf_weight=89 61 72 79 91 81 61 60 57 56 66 53 63 52 379 78 56 60 55 61 90 66 56 814 60 217
leaf_count=89 61 72 79 91 81 61 60 57 56 66 53 63 52 379 78 56 60 55 61 90 66 56 814 60 217
internal_value=0 0.00616183 0.00694188 0.00626841 0.00730287 0.0115183 0.00134972 0.00375331 0.00354307 0.00192198 0.00272182 0.00359965 0.00222946 0.00129317 0.00601403 0.00510586 0.0091412 0.00440502 0.00383033 0.00724813 0.0100892 0.00422107 0.00456869 0.00422337 0.00352903
internal_weight=0 944 812 733 642 150 132 1989 1928 670 613 560 497 431 492 414 116 1258 1047 211 121 986 930 874 298
internal_count=2933 944 812 733 642 150 132 1989 1928 670 613 560 497 431 492 414 116 1258 1047 211 121 986 930 874 298
is_linear=0
shrinkage=0.16829


Tree=7464
num_leaves=16
num_cat=0
split_feature=15 123 10 150 1212 4 12 16 12 40 14 4 4 48 157
split_gain=0.105447 0.092486 0.13674 0.081382 0.077216 0.225386 0.112144 0.0880749 0.0778207 0.0735241 0.0694918 0.0738197 0.0850967 0.060894 0.0499012
threshold=-0.50173499999999993 0.080635000000000012 -0.084119999999999986 0.084680000000000019 0.08184000000000001 -0.078454999999999983 0.091395000000000018 -0.075274999999999995 0.088295000000000012 -0.078949999999999979 0.073890000000000011 -0.47860499999999995 -0.14088999999999999 0.118025 -0.0042999999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 10 7 -7 8 -6 -3 11 14 -13 -14 -4
right_child=1 3 4 -5 5 6 -8 -9 -10 -11 -12 12 13 -15 -16
leaf_value=-0.0026233507993198239 0.01202208609446221 0.005645709358351951 0.010363220349845364 -0.0043617865914744106 0.004614444468278172 -0.0048293067094942414 0.005222866838677535 0.01618118657672684 0.01303105862135657 -0.0022045553429627801 0.0083733047755006791 -0.001742428560012356 0.0036331975621421327 -0.0015111057799377726 0.0040613970996270475
leaf_weight=71 62 92 71 66 80 53 77 52 52 53 86 93 1884 67 74
leaf_count=71 62 92 71 66 80 53 77 52 52 53 86 93 1884 67 74
internal_value=0 0.00392723 0.00419722 0.000526506 0.00400915 0.00649042 0.00111085 0.0102814 0.00794369 0.00276391 0.00366588 0.00348012 0.00321823 0.00345561 0.00715951
internal_weight=0 2862 2651 211 2589 314 130 184 132 145 2275 2189 2044 1951 145
internal_count=2933 2862 2651 211 2589 314 130 184 132 145 2275 2189 2044 1951 145
is_linear=0
shrinkage=0.16829


Tree=7465
num_leaves=22
num_cat=0
split_feature=150 9 43 403 3 43 3 49 403 11 11 48 43 43 1 43 1 402 3 3 42
split_gain=0.146004 0.15688 0.112973 0.174196 0.171464 0.244776 0.162919 0.134778 0.131512 0.123965 0.117474 0.0774205 0.0739603 0.108321 0.0694417 0.0653406 0.114127 0.0415811 0.052141 0.0270111 0.0249024
threshold=0.12364000000000001 0.083710000000000021 -0.084534999999999985 -0.0068949999999999992 -0.080624999999999988 -0.00088499999999999983 -0.082714999999999997 -0.13513499999999998 -0.08989999999999998 0.079225000000000004 0.077330000000000024 0.0046200000000000008 -0.083349999999999994 -0.08231999999999999 0.090795000000000015 -0.23538999999999996 1.0000000180025095e-35 0.0096550000000000021 -0.074479999999999977 -0.11151499999999999 0.081180000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 6 8 -1 -4 11 12 15 -5 -14 -15 19 -17 18 -6 -9 -13
right_child=-2 -3 3 10 17 -7 -8 9 -10 -11 -12 20 13 14 -16 16 -18 -19 -20 -21 -22
leaf_value=-0.0068897947018117921 -0.0063111251300990469 -0.0039837522353141754 0.0066591647894543296 0.010133667340249902 0.00022712437271856274 -0.011956070979692864 -0.0073626464742060152 0.0075228980175423739 -0.0010621664358665063 -0.0062033208468839432 0.0098338249158130692 0.0087909208639550557 -0.0033337201485683066 0.0030172032533387597 0.0054730803707800611 0.0020633679546505014 -0.0049474171529876034 0.0091241885348722178 0.0070925967861214531 0.0025202102311289109 0.0037807691219345343
leaf_weight=57 53 99 113 53 68 52 60 53 139 52 103 57 59 809 553 237 91 52 59 76 59
leaf_count=57 53 99 113 53 68 52 60 53 139 52 103 57 59 809 553 237 91 52 59 76 59
internal_value=0 0.00259264 0.00282564 0.00343204 0.000828242 -0.00126491 0.000511194 0.000937986 0.00239305 0.00165475 0.00432746 0.00237101 0.00394147 0.00370925 0.00401566 0.00138041 0.000112825 0.00509474 0.00343074 0.00458951 0.00625814
internal_weight=0 2901 2802 2120 543 364 312 682 252 625 1577 573 1474 1421 1362 457 328 179 127 129 116
internal_count=2954 2901 2802 2120 543 364 312 682 252 625 1577 573 1474 1421 1362 457 328 179 127 129 116
is_linear=0
shrinkage=0.16829


Tree=7466
num_leaves=19
num_cat=0
split_feature=1 4 123 47 150 1 0 0 15 0 4 15 160 4 0 15 15 49
split_gain=5.79344 1.40942 0.854648 0.688308 0.435368 0.710545 0.495823 0.197896 0.445692 0.192469 0.695112 0.192455 0.172809 0.146822 0.103177 0.101656 0.0999208 0.0734978
threshold=0.12000500000000001 0.38865500000000003 1.0000000180025095e-35 0.085585000000000008 0.083680000000000018 0.088860000000000008 -0.14920999999999998 -0.10934999999999999 -0.10114499999999998 -0.061204999999999989 -0.47860499999999995 -0.0039399999999999991 -0.014214999999999998 -0.0021099999999999995 -0.092134999999999981 -0.19153499999999998 -0.43587999999999999 -0.068409999999999985
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 6 17 12 8 -8 13 -11 16 -1 -9 -4 -3 -2 -6
right_child=3 15 14 -5 5 -7 7 9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.00095884314884271183 0.0003165051566194035 0.00060866483017966056 0.00069157966225757192 0.00062781262832603871 0.0008226416955860402 0.00048681797952624913 0.00095031478267434814 0.00092828696752565514 0.00056157572495266661 0.00099230372260369903 0.00068018365633095476 0.00046591873446645202 0.0012108317135228683 0.00084885724682141406 0.00048481805651694968 0.00042359428230643627 0.0001584940465629456 0.00099029070063133789
leaf_weight=54 89 77 54 93 75 76 67 1279 63 143 173 53 72 332 55 59 88 52
leaf_count=54 89 77 54 93 75 76 67 1279 63 143 173 53 72 332 55 59 88 52
internal_value=0 0.000856417 0.00087427 0.000387933 0.000887352 0.000740206 0.000901019 0.000888623 0.000762197 0.000897134 0.000821539 0.000290785 0.00110312 0.00091194 0.000587574 0.000528636 0.000238145 0.000891563
internal_weight=0 2631 2495 323 2386 203 2183 2057 130 1927 316 230 126 1611 109 136 177 127
internal_count=2954 2631 2495 323 2386 203 2183 2057 130 1927 316 230 126 1611 109 136 177 127
is_linear=0
shrinkage=0.0032998


Tree=7467
num_leaves=18
num_cat=0
split_feature=1213 403 150 51 15 48 0 3 14 1 2 0 16 457 0 13 0
split_gain=0.115038 0.254647 0.120162 0.121967 0.168258 0.147733 0.119612 0.126004 0.190496 0.111983 0.129952 0.11103 0.102728 0.0818982 0.0384484 0.0520256 0.0282194
threshold=-0.056829999999999992 -0.085444999999999979 0.083435000000000023 0.10934000000000001 -0.079149999999999984 0.12011000000000001 -0.20489499999999997 -0.23098999999999997 0.05884000000000001 0.085110000000000005 0.11426500000000002 0.10446500000000002 -0.086219999999999977 0.079930000000000015 -0.079324999999999993 -0.083354999999999985 -0.085674999999999987
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 6 -2 -8 11 16 13 -9 -3 -11 15 -14 -4
right_child=2 12 9 4 -6 -7 7 8 -10 10 -12 -13 14 -15 -16 -17 -18
leaf_value=-0.0082000060639118855 0.010939754068919814 -0.0022589993164620291 0.0074069891580147967 0.0047030900359013826 -0.005272218815773777 0.012431482485134713 0.0097982583386036319 0.0036707641382434839 -0.0063587920133748345 -0.00079751911183208732 0.0037114561100988607 -0.0039954574937322383 0.0029181946218491952 -0.0083921999601210447 0.0019149774950277044 0.010471269778198221 0.0019799017080728799
leaf_weight=85 62 95 53 91 101 56 84 1719 58 81 79 55 53 81 91 52 58
leaf_count=85 62 95 53 91 101 56 84 1719 58 81 79 55 53 81 91 52 58
internal_value=0 -9.19653e-05 0.00305442 0.00351134 -0.000534981 0.00389418 0.00365157 0.00341479 0.00312112 0.00015978 -0.00187204 0.00343207 0.00227019 -0.00460595 0.00447463 0.00667588 0.0045874
internal_weight=0 376 2578 2226 192 2034 1978 1916 1832 352 241 1774 291 162 196 105 111
internal_count=2954 376 2578 2226 192 2034 1978 1916 1832 352 241 1774 291 162 196 105 111
is_linear=0
shrinkage=0.16829


Tree=7468
num_leaves=14
num_cat=0
split_feature=150 2 0 15 0 16 10 393 4 15 2 2 1
split_gain=0.099307 0.109622 0.121288 0.227599 0.135233 0.140568 0.128477 0.107713 0.118783 0.101188 0.057289 0.0452278 0.0682321
threshold=0.12364000000000001 0.13673000000000005 -0.14164999999999997 -0.0039399999999999991 -0.12851999999999997 -0.5103049999999999 -0.00189 0.098060000000000008 -0.4950449999999999 -0.076929999999999985 0.15305000000000002 0.11523000000000001 0.094655000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 -4 -6 -7 8 -8 10 -3 12 -1
right_child=-2 9 4 -5 5 6 7 -9 -10 -11 -12 -13 -14
leaf_value=0.0011356814148363729 -0.0050011266869527888 -0.0020116044537282253 -0.0061935062346835414 0.012768123684559846 0.010889150231017636 -0.0040317133383885343 0.0075630332171496856 -0.0038969849490934835 0.0023422974318487717 -0.0059709301752667544 0.0056541240353457645 -0.0013465071498316348 0.0079025303629296616
leaf_weight=95 53 55 53 92 54 90 132 73 1987 83 55 55 77
leaf_count=95 53 55 53 92 54 90 132 73 1987 83 55 55 77
internal_value=0 0.00233941 0.00261583 0.00570154 0.00220305 0.00239433 0.00219252 0.0024489 0.00266836 -0.00152979 0.00180493 0.00282963 0.00417547
internal_weight=0 2901 2708 319 2389 2336 2282 2192 2119 193 110 227 172
internal_count=2954 2901 2708 319 2389 2336 2282 2192 2119 193 110 227 172
is_linear=0
shrinkage=0.16829


Tree=7469
num_leaves=26
num_cat=0
split_feature=4 3 3 39 3 39 12 4 3 12 3 3 3 3 124 160 16 49 12 15 16 3 15 52 15
split_gain=9.52046 3.43366 1.92245 0.739945 0.73666 0.651264 0.616869 0.464034 0.735347 0.409145 0.366484 0.356994 0.33922 0.293849 0.281471 0.20723 0.157042 0.150979 0.152373 0.147819 0.143794 0.122051 0.0868738 0.0422972 0.0239718
threshold=0.31392000000000003 -0.066229999999999997 0.28833000000000003 0.08252000000000001 0.17351000000000003 0.08955500000000001 -0.082654999999999992 -0.029404999999999997 0.093925000000000022 0.079335000000000017 -0.14539499999999997 0.076825000000000018 -0.10690999999999999 -0.024819999999999998 -0.084389999999999979 -0.015684999999999994 0.22339500000000004 -0.010984999999999998 0.10134500000000002 0.043560000000000008 -0.052039999999999996 -0.082234999999999989 -0.011244999999999998 -0.011964999999999998 -0.092879999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 7 5 13 14 11 15 -1 19 -3 -12 -2 -5 -9 -13 22 21 -11 -20 -19 23 -14 -17
right_child=4 2 -4 6 -6 -7 -8 8 -10 10 12 16 17 -15 -16 24 -18 18 20 -21 -22 -23 -24 -25 -26
leaf_value=0.0008300807660604853 0.00050342224643213133 0.00089931700402227227 0.00028824306188494209 0.00071497405706081685 7.9619834852357829e-05 0.00028292591077719287 0.00045498039915596518 0.0008349208437191725 0.00060463272420021924 0.0012048326288570065 0.00091614446035652452 0.0013549190947295447 0.001013596582838997 0.00078375392960648564 0.0010232908672220811 0.0011381560889847674 0.0011051367585650505 0.0011771135773904016 0.0011277409059374784 0.0014212221864621393 0.00090298602615102811 0.0011130799302951824 0.00091527103012723735 0.0011502506676911084 0.0010296946404038706
leaf_weight=52 89 58 61 70 52 89 60 54 71 100 90 53 57 77 62 60 63 739 72 57 59 643 53 58 55
leaf_count=52 89 58 61 70 52 89 60 54 71 100 90 53 57 77 62 60 63 739 72 57 59 643 53 58 55
internal_value=0 0.00105245 0.000847463 0.000903696 0.000438371 0.00051139 0.000733654 0.000982472 0.000887679 0.00112148 0.00112932 0.00111302 0.00111562 0.000633668 0.000860056 0.00100638 0.00121957 0.00112628 0.00113693 0.00128362 0.00102678 0.00114735 0.00103017 0.00108282 0.00108659
internal_weight=0 2647 667 606 307 255 192 414 240 1980 1928 174 1771 166 132 169 116 1681 1513 157 131 1382 168 115 115
internal_count=2954 2647 667 606 307 255 192 414 240 1980 1928 174 1771 166 132 169 116 1681 1513 157 131 1382 168 115 115
is_linear=0
shrinkage=0.0032998


Tree=7470
num_leaves=28
num_cat=0
split_feature=4 3 39 2 2 43 3 2 3 10 14 52 150 3 4 3 11 2 13 2 52 42 4 3 42 4 42
split_gain=10.6889 4.2194 2.62908 1.16707 0.769634 0.608819 0.438208 0.430337 0.387773 0.367226 0.333887 0.332345 0.276981 0.266042 0.268456 0.595892 0.225217 0.222752 0.421234 0.270649 0.194155 0.12004 0.11976 0.0944602 0.0725595 0.0639531 0.0607596
threshold=0.31392000000000003 0.28833000000000003 0.08252000000000001 0.153865 0.10179000000000001 -0.077614999999999976 -0.081224999999999978 0.096685000000000007 -0.082594999999999988 0.057650000000000007 -0.46025499999999991 0.11916 0.081245000000000026 -0.10175499999999998 -0.022529999999999998 -0.037084999999999993 0.07604000000000001 0.081315000000000012 -0.010424999999999999 0.08647500000000001 -0.072664999999999993 0.084955000000000017 0.50609000000000004 -0.072649999999999978 0.089840000000000017 -0.050244999999999991 0.088485000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 6 7 8 -4 11 10 -2 16 22 -6 24 23 -1 18 25 -19 -21 -10 -12 -16 -15 -8 -23
right_child=3 -3 5 -5 13 -7 17 -9 21 -11 12 -13 -14 14 15 -17 -18 19 -20 20 -22 26 -24 -25 -26 -27 -28
leaf_value=0.001192758964235892 0.00083646945245152194 0.00025591586602597929 0.00079805052830055263 2.6789318094458509e-05 0.00086325778191846062 0.0010200280572443922 0.0010460091458604514 0.00042856817481178348 0.0014969213755035532 0.00030011670864665162 0.00032523373480984532 0.00097665450668342371 0.00072282386819707211 0.0012372295998031274 0.0011595765405506668 0.00068251874797873842 0.0013951144510041505 0.0013380137511928825 0.00078849925488607992 0.00124778687169334 0.0010827785292372477 0.0012123193086229593 0.00054757719544226452 0.00097714989046326179 0.0010731055700587086 0.0011555849033905064 0.0013773981310572919
leaf_weight=825 54 64 77 56 96 65 126 63 54 52 54 75 57 86 92 53 67 79 58 108 317 52 54 52 52 132 59
leaf_count=825 54 64 77 56 96 65 126 63 54 52 54 75 57 86 92 53 67 79 58 108 317 52 54 52 52 132 59
internal_value=0 0.00109362 0.00111432 0.000461115 0.0011452 0.000755229 0.00117318 0.000632035 0.00121561 0.000550735 0.000610081 0.00119009 0.000535777 0.00101837 0.00106272 0.000983436 0.001208 0.00111457 0.00104474 0.00115828 0.00112479 0.00136492 0.000436732 0.00109394 0.00117564 0.00110221 0.00130038
internal_weight=0 2652 2588 327 2383 205 1952 140 1132 271 219 967 165 431 335 197 892 820 316 504 425 165 108 144 138 258 111
internal_count=2979 2652 2588 327 2383 205 1952 140 1132 271 219 967 165 431 335 197 892 820 316 504 425 165 108 144 138 258 111
is_linear=0
shrinkage=0.0032998


Tree=7471
num_leaves=13
num_cat=0
split_feature=2 0 41 10 11 3 393 14 0 159 43 43
split_gain=0.500285 0.163676 0.183368 0.17595 0.142095 0.117455 0.105595 0.103527 0.119157 0.0783661 0.161123 0.00874486
threshold=0.17730000000000004 -0.029849999999999998 0.082560000000000008 -0.00189 0.079225000000000004 0.31819000000000003 0.10135500000000001 0.019255000000000005 -0.096849999999999978 0.10467500000000002 -0.015924999999999998 -0.08564999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 6 7 8 -5 10 11 -3
right_child=-2 4 -4 5 -6 -7 -8 -9 -10 -11 -12 -13
leaf_value=-0.0050068307190585856 -0.010598842384785957 0.0072570829397682595 0.012093943165540993 0.0020057548812898005 -0.0050613001987857764 -0.0032121611305303915 0.011142092397442953 0.010542997184879267 0.0050079502005285267 0.0085950331276238787 -0.0041719713240971606 0.0040464859783914146
leaf_weight=55 66 52 91 479 89 53 72 80 1752 52 86 52
leaf_count=55 66 52 91 479 89 53 72 80 1752 52 86 52
internal_value=0 0.00421083 0.00466262 0.00439042 0.000681215 0.00460333 0.0047779 0.00457885 0.00436418 0.00280056 0.00120524 0.00566906
internal_weight=0 2913 2582 2491 331 2436 2383 2311 2231 242 190 104
internal_count=2979 2913 2582 2491 331 2436 2383 2311 2231 242 190 104
is_linear=0
shrinkage=0.16829


Tree=7472
num_leaves=26
num_cat=0
split_feature=3 3 15 15 16 14 42 3 3 42 52 52 16 15 49 49 52 16 133 42 403 52 3 48 15
split_gain=8.20804 3.95774 1.26463 1.18467 0.604838 0.538807 0.503312 0.488514 1.17526 0.745429 0.25892 0.263778 0.233231 0.179073 0.184326 0.143994 0.143777 0.272105 0.128488 0.121155 0.122147 0.103244 0.0950278 0.019442 0.00805975
threshold=-0.046079999999999989 0.3148450000000001 -0.24211499999999997 -0.24511999999999998 -0.5103049999999999 -0.10523499999999998 0.12650500000000003 -0.0037099999999999998 0.10402500000000002 -0.0047199999999999994 0.11122500000000002 0.06136500000000001 0.022165000000000004 -0.14051999999999998 -0.081629999999999994 -0.032374999999999994 0.43161000000000005 -0.040874999999999995 0.086150000000000018 0.088485000000000022 -0.072664999999999993 -0.036309999999999988 -0.015169999999999998 0.087365000000000012 -0.011244999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 -5 -2 10 9 15 -4 11 13 23 -6 -15 -9 17 18 -12 20 -13 -17 -11 -10 -18
right_child=1 -3 7 4 6 -7 -8 8 12 22 16 19 -14 14 -16 21 24 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00066620448583118994 0.00079436663203923585 0.00015002466785725072 0.0010634020513824443 0.00084033406435532487 0.0013368682687119819 0.0003604678945620206 0.0008542788197687971 0.0010228988000995402 0.00073519910410360352 0.00052565081419264528 0.0012085962243839094 0.0013010463405266532 0.00095127789112109081 0.00098356960132969405 0.0011682601455119406 0.0013227795967797509 0.0012149925134746532 0.00088563375119806928 0.00099590160645108075 0.0013724191721626912 0.0011776827546672441 0.0011319559282859173 0.00070957552943256468 0.00063745224834419422 0.0011443280472386991
leaf_weight=55 55 103 67 64 67 73 55 63 56 54 88 172 57 65 1056 61 70 80 52 92 203 73 78 53 67
leaf_count=55 55 103 67 64 67 73 55 63 56 54 88 172 57 65 1056 61 70 80 52 92 203 73 78 53 67
internal_value=0 0.000753806 0.000843885 0.00114587 0.00115824 0.000547184 0.00116806 0.000911398 0.000983802 0.000779148 0.00117662 0.00119424 0.000778611 0.00116772 0.00115758 0.00115653 0.00109483 0.0010412 0.00112985 0.00126163 0.00123436 0.00121909 0.000634601 0.000687994 0.00118069
internal_weight=0 793 690 2186 2131 128 2067 562 363 199 2012 1655 166 1188 1121 197 357 220 140 467 375 134 132 109 137
internal_count=2979 793 690 2186 2131 128 2067 562 363 199 2012 1655 166 1188 1121 197 357 220 140 467 375 134 132 109 137
is_linear=0
shrinkage=0.0032998


Tree=7473
num_leaves=15
num_cat=0
split_feature=2 4 149 0 4 11 1375 150 42 4 2 124 160 0
split_gain=0.383995 0.163234 0.187864 0.130749 0.155336 0.125389 0.113755 0.164951 0.0980226 0.0869999 0.0843277 0.0827514 0.0726117 0.0440395
threshold=0.17730000000000004 0.31392000000000003 0.077335000000000015 -0.021574999999999997 -0.17568999999999999 0.077165000000000025 -0.092979999999999993 0.10392000000000001 0.116275 0.42642000000000008 0.10859000000000001 -1.0000000180025095e-35 -0.06146999999999999 0.064400000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 10 6 -1 8 -8 -3 13 -11 -13 -5
right_child=-2 9 -4 4 -6 -7 7 -9 -10 11 -12 12 -14 -15
leaf_value=-0.0017656715605058534 -0.0086525231166495499 -0.0035057598376775616 -0.0049741141647031001 0.0020281727911076997 -0.0068452269870938288 0.011854999301954005 0.0053632712738876133 0.014099988154196176 0.0007252248162578236 0.0074084337742140998 -0.002136964572238876 0.0045570846326033554 -0.0035327915211007641 0.0083839004564098037
leaf_weight=66 66 99 55 53 53 81 1984 59 139 67 53 57 70 77
leaf_count=66 66 99 55 53 53 81 1984 59 139 67 53 57 70 77
internal_value=0 0.00431999 0.00474136 0.00495039 0.0011661 0.00533308 0.00509729 0.0053057 0.00506045 0.000545927 0.00349614 0.0026228 8.39515e-05 0.00580654
internal_weight=0 2913 2620 2565 236 2329 2248 2182 2123 293 183 194 127 130
internal_count=2979 2913 2620 2565 236 2329 2248 2182 2123 293 183 194 127 130
is_linear=0
shrinkage=0.16829


Tree=7474
num_leaves=22
num_cat=0
split_feature=3 1374 403 160 133 13 13 403 43 2 2 16 2 49 3 16 160 43 2 43 133
split_gain=0.299279 0.146834 0.111759 0.144694 0.101479 0.0993405 0.0981992 0.0957614 0.141967 0.109274 0.0943567 0.0774641 0.0694934 0.0663286 0.0977675 0.159639 0.112408 0.0903217 0.0747946 0.0651106 0.0481325
threshold=0.31966500000000003 0.086000000000000007 -0.071419999999999997 -0.15323999999999996 0.11588000000000002 -0.059629999999999996 0.24450500000000003 0.13733500000000001 -0.16318499999999997 0.079570000000000016 0.088995000000000005 -0.074504999999999988 0.08542000000000001 -0.088729999999999989 -0.085894999999999985 0.052150000000000009 -0.52517999999999987 -0.081189999999999984 0.087635000000000005 -0.0082999999999999984 0.41548500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 13 7 8 -7 -10 11 19 -6 -4 15 18 -16 -18 -15 -5 -14
right_child=-2 -3 5 4 12 6 -8 -9 9 -11 -12 -13 20 14 16 -17 17 -19 -20 -21 -22
leaf_value=-0.0028975943058238518 -0.0063072357882672228 0.010909343654242395 0.0090572588122703312 0.0056553562396051364 3.106403177168809e-05 -0.0063449068374957342 0.0070150336317530418 0.0079396197097657238 -0.0022121229008901706 0.0024180967435402877 0.0028418226260743182 0.015854185053954171 0.008988376826375849 0.00046678770686355762 -0.0027094853351689588 0.0080586549757195834 0.0078431557112208193 0.003851706555209132 -0.0076183489329633303 0.012333101510409037 0.0027325486137112593
leaf_weight=52 88 77 70 103 89 71 93 58 181 707 66 52 75 76 58 52 222 595 56 71 67
leaf_count=52 88 77 70 103 89 71 93 58 181 707 66 52 75 76 58 52 222 595 56 71 67
internal_value=0 0.00364812 0.00344879 0.00554506 0.00638792 0.00290965 0.00177622 0.00129539 0.000891677 0.0014723 0.00847781 0.0101158 0.00373839 0.00402241 0.0036879 0.000151622 0.00442948 0.00493849 -0.00294966 0.00839051 0.00604934
internal_weight=0 2891 2814 575 523 2239 1110 1017 959 888 292 226 231 1129 1059 184 875 817 132 174 142
internal_count=2979 2891 2814 575 523 2239 1110 1017 959 888 292 226 231 1129 1059 184 875 817 132 174 142
is_linear=0
shrinkage=0.16829


Tree=7475
num_leaves=20
num_cat=0
split_feature=2 123 13 2 2 151 14 2 40 52 52 52 2 40 52 43 157 13 160
split_gain=10.4468 3.83173 1.98672 1.67843 1.11449 1.18909 0.743903 0.706486 0.646078 0.582167 0.555192 0.426303 0.483118 0.292913 0.239481 0.19899 0.157591 0.108931 0.0778052
threshold=0.13270000000000001 1.0000000180025095e-35 -0.16392499999999996 0.25063000000000007 0.10043500000000001 -0.048789999999999993 0.073890000000000011 -1.0000000180025095e-35 -0.081079999999999985 -0.45635499999999996 0.042815000000000006 1.0000000180025095e-35 0.079570000000000016 -0.025204999999999995 -0.012769999999999998 -0.084984999999999991 -0.085709999999999995 -0.053999999999999999 -0.06146999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 13 6 -6 7 -4 15 -7 14 16 -13 -2 -11 -3 -9 -15 -12
right_child=3 8 4 -5 5 9 -8 11 -10 10 18 12 -14 17 -16 -17 -18 -19 -20
leaf_value=0.00089515499240138774 0.00054621051895374488 0.00087716649331974895 0.0011123810922717735 0.00011530867463626456 0.0008100678470230997 0.0015100313202347632 0.0017270472370573382 0.0014843221844791788 0.00062495295443478827 0.0011853069987490623 0.0012679295782330839 0.0012766481148207144 0.0015051647667130657 0.00073085531328547111 0.00091429606056112858 0.0011551738964728907 0.0013471351890983047 0.00092448470547950407 0.0014294550985567221
leaf_weight=99 52 56 92 58 64 104 78 109 74 96 60 122 650 59 59 60 825 76 91
leaf_count=99 52 56 92 58 64 104 78 109 74 96 60 122 650 59 59 60 825 76 91
internal_value=0 0.00131904 0.00135409 0.00060644 0.0013734 0.00122986 0.00140965 0.00139587 0.000867099 0.0012953 0.00122221 0.00141113 0.0014691 0.000758581 0.00108238 0.00102127 0.00136318 0.000840122 0.00136551
internal_weight=0 2639 2449 245 2350 474 1876 1798 190 410 306 1706 772 187 155 116 934 135 151
internal_count=2884 2639 2449 245 2350 474 1876 1798 190 410 306 1706 772 187 155 116 934 135 151
is_linear=0
shrinkage=0.0032998


Tree=7476
num_leaves=12
num_cat=0
split_feature=2 481 160 34 10 3 13 475 15 14 3
split_gain=0.178815 0.158995 0.138506 0.14283 0.18142 0.126807 0.126677 0.130916 0.343538 0.111169 0.0437049
threshold=0.25063000000000007 -0.052634999999999994 -0.53420999999999996 -0.086809999999999984 1.0000000180025095e-35 -0.085549999999999973 0.24659500000000004 -0.080379999999999993 -0.0025249999999999995 -0.24790499999999996 -0.079459999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 6 -1 7 8 -5 -9 -7
right_child=-2 2 3 4 -6 10 -8 9 -10 -11 -12
leaf_value=-0.005984349700684578 -0.0057317287844781658 0.012370549205258475 0.012552041049856055 0.0044399497869712862 -0.0060193395851252402 0.0053715878898352182 -0.0022619692925020802 0.010730271156401959 -0.0091920977992490001 0.0043539385237817982 -0.00025116064731437224
leaf_weight=79 58 56 53 185 53 71 90 81 73 1999 86
leaf_count=79 58 56 53 185 53 71 90 81 73 1999 86
internal_value=0 0.0036962 0.00407732 0.00389333 0.00370764 -0.000478732 0.0039207 0.00415947 0.000575856 0.00460311 0.00228017
internal_weight=0 2826 2590 2534 2481 236 2428 2338 258 2080 157
internal_count=2884 2826 2590 2534 2481 236 2428 2338 258 2080 157
is_linear=0
shrinkage=0.16829


Tree=7477
num_leaves=16
num_cat=0
split_feature=9 39 481 4 148 147 2 4 3 14 12 12 43 3 1447
split_gain=0.150337 0.146258 0.137725 0.163204 0.131695 0.155386 0.152041 0.129399 0.115168 0.109857 0.133992 0.103738 0.0741791 0.0601358 0.0405549
threshold=0.092410000000000006 0.10096000000000001 -0.052634999999999994 -0.081724999999999978 -0.085589999999999986 0.074865000000000015 0.105395 -0.082274999999999987 -0.08867499999999999 -0.22654999999999997 0.085075000000000026 0.091840000000000019 -0.0094449999999999968 -0.0013299999999999998 -0.08292999999999999
decision_type=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 11 -9 -11 -6 -10 -3 -5
right_child=-2 13 4 14 5 6 -8 9 12 10 -12 -13 -14 -15 -16
leaf_value=-0.0074418123605514506 -0.0058687872086019884 0.00061329268634778393 -0.0044215980229014434 0.005709757009532487 0.0015276339385362672 0.015908266976397658 0.0035578951606984018 0.008901921768528033 0.012232376216640558 0.00016902456024047477 0.0035246490472743692 0.0077166622968846523 0.0062465320360940418 -0.0069678508325371974 0.00022214069433089916
leaf_weight=69 54 68 55 62 222 59 55 81 93 478 1152 118 165 52 101
leaf_count=69 54 68 55 62 222 59 55 81 93 478 1152 118 165 52 101
internal_value=0 0.00308411 0.00333898 -0.000575219 0.00370617 0.00389141 0.00996551 0.00359074 0.00572471 0.00284386 0.00254171 0.00368088 0.00841118 -0.0026569 0.00232048
internal_weight=0 2830 2710 232 2478 2423 114 2309 598 1711 1630 340 258 120 163
internal_count=2884 2830 2710 232 2478 2423 114 2309 598 1711 1630 340 258 120 163
is_linear=0
shrinkage=0.16829


Tree=7478
num_leaves=17
num_cat=0
split_feature=15 3 39 14 0 2 15 0 14 2 15 3 11 2 12 0
split_gain=6.34744 3.12709 1.66306 0.750796 0.809682 0.568581 0.461006 0.393562 0.367966 0.320642 0.285028 0.250858 0.271194 0.220569 0.188699 0.116107
threshold=-0.26361999999999991 0.28833000000000003 0.0039300000000000003 0.073890000000000011 -0.108275 0.13966500000000001 -0.10566999999999999 -0.14259999999999998 -1.0000000180025095e-35 0.13501500000000002 -0.052239999999999988 -0.096099999999999977 0.079700000000000007 0.10523 0.092755000000000018 -0.072374999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 6 8 -2 13 -1 11 15 12 -6 -8 -13 -4
right_child=1 -3 10 -5 9 -7 7 -9 -10 -11 -12 14 -14 -15 -16 -17
leaf_value=0.00067862487583318881 0.00099952166931207903 0.00031345651170198557 0.00085615407240451004 0.0012952195135830867 0.00086409516222597522 0.00013155353425563744 0.00095481681621025004 0.00048859108170885162 0.00035852760906111657 0.00074811962953224512 0.00054058833813093942 0.0010540689670677102 0.0011014766990400889 0.00066502225987294307 0.00097690903606277579 0.0006579904027661284
leaf_weight=66 95 82 95 88 218 70 64 58 98 52 81 1114 71 54 526 52
leaf_count=66 95 82 95 88 218 70 64 58 98 52 81 1114 71 54 526 52
internal_value=0 0.000948437 0.000968699 0.000994947 0.000983198 0.000381214 0.000813351 0.00071266 0.000487562 0.00100641 0.000699159 0.00101336 0.000922536 0.000822498 0.00102934 0.000786295
internal_weight=0 2650 2568 2340 2252 234 271 176 164 1981 228 1929 289 118 1640 147
internal_count=2884 2650 2568 2340 2252 234 271 176 164 1981 228 1929 289 118 1640 147
is_linear=0
shrinkage=0.0032998


Tree=7479
num_leaves=20
num_cat=0
split_feature=1 14 3 42 1447 4 4 1203 394 2 51 2 16 2 1 2 3 3 16
split_gain=0.167901 0.1484 0.144389 0.226365 0.111423 0.103661 0.0942231 0.0984804 0.0967951 0.0907961 0.0727572 0.0879653 0.0704314 0.0555966 0.0518644 0.0487432 0.0867111 0.0444294 0.0402091
threshold=0.13654500000000003 0.020750000000000005 -0.095789999999999986 0.08511500000000001 -0.084999999999999978 -0.082274999999999987 -0.081579999999999986 1.0000000180025095e-35 -0.080454999999999985 0.085865000000000011 -0.099544999999999981 0.088665000000000008 -0.40430999999999989 0.085325000000000012 0.084370000000000014 0.090020000000000017 -0.13392999999999997 -0.24175499999999997 -0.078939999999999996
decision_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 9 10 -7 8 -8 -4 -6 13 -2 -12 -3 18 17 -17 -1
right_child=12 14 4 -5 5 6 7 -9 -10 -11 11 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=0.0016472095461011326 -0.005551150051047055 0.0059024500793277467 -0.0065194232225835947 -0.0071809776554178058 0.00066294105313648708 -0.0034644352888342288 0.0098385218170013774 0.010429299408857817 0.0031444809424014532 0.0033673829505357139 0.0074408027365966056 0.012220543890373211 0.0011917367490925303 0.0018936787043188337 0.013471103392252352 -6.027287076018866e-05 -0.0041802607427969124 0.0066267792770853314 0.0078053049671781161
leaf_weight=56 81 53 53 90 53 54 64 59 1543 52 179 82 95 73 52 52 66 60 67
leaf_count=56 81 53 53 90 53 54 64 59 1543 52 179 82 95 73 52 52 66 60 67
internal_value=0 0.00345649 0.00320525 0.000219156 0.00373226 0.00399914 0.003437 0.00366178 0.00341219 -0.00160599 0.0064929 0.00741264 -0.00190132 0.00584103 0.00966785 0.00243779 0.000645967 0.00350604 0.00501623
internal_weight=0 2708 2603 391 2212 2107 1720 1666 1607 105 387 334 176 252 105 301 178 112 123
internal_count=2884 2708 2603 391 2212 2107 1720 1666 1607 105 387 334 176 252 105 301 178 112 123
is_linear=0
shrinkage=0.16829


Tree=7480
num_leaves=26
num_cat=0
split_feature=12 15 3 12 16 150 150 49 16 0 52 16 0 16 0 16 0 0 3 52 0 3 150 3 1212
split_gain=10.3942 2.63574 1.83159 1.65171 1.56425 1.12331 0.739089 0.467867 0.444442 0.308984 0.308223 0.237333 0.223479 0.208821 0.251352 0.224517 0.260558 0.192395 0.361367 0.188904 0.158381 0.135456 0.178311 0.120093 0.0749041
threshold=0.056995000000000011 -0.26361999999999991 0.28833000000000003 0.10595000000000002 -0.27637999999999996 1.0000000180025095e-35 -0.029954999999999999 -0.065249999999999989 0.033280000000000011 -0.15445999999999996 0.056265000000000009 -0.085264999999999994 -0.092134999999999981 -0.50875499999999996 -0.14259999999999998 0.25032500000000008 -0.10594499999999998 -0.099704999999999974 0.081495000000000012 -0.45635499999999996 -0.077574999999999991 -0.081224999999999978 0.099490000000000009 -0.082354999999999984 0.096720000000000014
decision_type=2 2 2 2 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 5 13 -5 6 -3 12 20 -8 11 -1 -7 -2 -15 16 -16 -11 -19 23 -6 22 -18 -17 -23
right_child=3 2 -4 4 8 7 9 -9 -10 17 -12 -13 -14 14 15 19 21 18 -20 -21 -22 24 -24 -25 -26
leaf_value=8.3837261100207038e-05 0.00092148920106925939 0.00056168021315322852 0.00025819339518696956 0.00034008508523730924 0.0011774460791087746 0.00083542879710626244 0.0012126930680135164 0.00033920448843612858 0.00076812568974269409 0.00076553000552747859 0.00049810948425813982 0.00037560923678207073 0.00054777420919497255 0.0013608029268848934 0.00094404588091780638 0.0011831588189458642 0.0011842087432896713 0.00086581332579252035 0.0011592967151572344 0.00090594743968943508 0.00097007067784454358 0.0010870139754336841 0.0010089620607859524 0.0009841905760140132 0.0012162540542237726
leaf_weight=72 55 52 72 52 79 71 56 52 81 56 59 53 52 52 73 86 919 111 80 89 89 434 71 59 61
leaf_count=72 55 52 72 52 79 71 56 52 81 56 59 53 52 52 73 86 919 111 80 89 89 434 71 59 61
internal_value=0 0.000647054 0.000752736 0.00108927 0.000861671 0.000819853 0.000926698 0.000602907 0.000970455 0.000989225 0.0003011 0.00020783 0.000714105 0.00112533 0.00113139 0.00112472 0.00113924 0.000938418 0.000988923 0.00102786 0.0010678 0.00114881 0.00117168 0.00110244 0.00110301
internal_weight=0 786 602 2200 301 530 355 175 249 303 184 125 123 1899 1844 1792 1558 247 191 234 168 1485 990 145 495
internal_count=2986 786 602 2200 301 530 355 175 249 303 184 125 123 1899 1844 1792 1558 247 191 234 168 1485 990 145 495
is_linear=0
shrinkage=0.0032998


Tree=7481
num_leaves=28
num_cat=0
split_feature=1 47 12 1 1 3 0 2 1 13 457 1 0 3 0 51 3 3 1 50 0 474 12 0 0 12 13
split_gain=12.4254 1.66138 1.58135 1.1049 0.955096 0.747941 0.612427 0.536787 0.355513 0.351209 0.43047 0.286334 0.261979 0.242875 0.345247 0.20724 0.197298 0.185978 0.170465 0.215065 0.115074 0.0939549 0.0918898 0.0830263 0.0498664 0.11445 0.0467611
threshold=0.11156000000000001 0.077065000000000008 0.056995000000000011 0.092395000000000019 0.15099500000000002 -0.036264999999999992 -0.14920999999999998 0.097005000000000022 0.12000500000000001 -0.013254999999999998 0.08351500000000002 0.089245000000000005 -0.065229999999999996 0.086845000000000019 -0.080244999999999997 -0.09021499999999999 -0.11211999999999998 -0.12711499999999995 0.092485000000000026 0.089430000000000023 -0.051824999999999989 0.087710000000000024 0.094305000000000014 -0.092344999999999983 -0.094479999999999995 0.097060000000000021 -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 2 2 2 2
left_child=2 4 3 13 8 -3 -4 11 23 -5 -11 15 -10 14 -1 -8 -17 -9 19 -13 24 -18 -20 -2 -19 -26 -24
right_child=1 5 6 9 -6 -7 7 17 12 10 -12 18 -14 -15 -16 16 21 20 22 -21 -22 -23 26 -25 25 -27 -28
leaf_value=0.0012447061571077272 0.00067010474061275139 0.0010071181094948513 0.0014262399992581393 0.00049231554105555095 -1.8283677027136303e-05 0.00054560178803491255 0.00094510668413084553 0.0011435423924083608 0.00023142361378032406 0.00093496388221853556 0.00057938995779836843 0.0007857894426044422 0.00048691748390626501 0.00088582801463150485 0.00092867922003158883 0.0013064612771365642 0.0011476253570421686 0.00089645442666885973 0.001185258748186212 0.001067978165719734 0.00084130069781342327 0.0010058686250629788 0.0011070391684673499 0.00048792494018003445 0.001104640652302415 0.00094674170405861791 0.00096505649562644521
leaf_weight=94 63 78 62 58 58 76 57 71 94 95 62 59 83 76 65 87 1030 58 75 62 79 58 54 52 90 128 62
leaf_count=94 63 78 62 58 58 76 57 71 94 95 62 59 83 76 65 87 1030 58 75 62 79 58 54 52 90 128 62
internal_value=0 0.000493766 0.0010622 0.000884808 0.000367905 0.000779586 0.00110147 0.00109123 0.000444734 0.000713342 0.000794771 0.00112001 0.000351431 0.00104153 0.00111573 0.00114288 0.00115245 0.000986831 0.00102957 0.000930673 0.00095539 0.0011401 0.00109203 0.000588034 0.000987918 0.00101209 0.00103146
internal_weight=0 504 2482 450 350 154 2032 1970 292 215 157 1544 177 235 159 1232 1175 426 312 121 355 1088 191 115 276 218 116
internal_count=2986 504 2482 450 350 154 2032 1970 292 215 157 1544 177 235 159 1232 1175 426 312 121 355 1088 191 115 276 218 116
is_linear=0
shrinkage=0.0032998


Tree=7482
num_leaves=28
num_cat=0
split_feature=1 1 12 12 1 123 13 12 16 52 1 14 13 12 49 47 15 49 133 133 484 123 52 403 403 13 12
split_gain=23.5259 4.08099 2.96389 2.57921 1.08981 0.982891 0.908736 0.899954 0.879847 0.77462 0.662134 0.484074 0.261975 0.260774 0.248578 0.233001 0.190376 0.244918 0.133115 0.134499 0.184326 0.120969 0.111342 0.0977707 0.0763829 0.052673 0.0614191
threshold=0.10557500000000002 0.12381000000000002 0.085075000000000026 0.056995000000000011 0.15190500000000004 0.086870000000000017 -0.00027999999999999998 0.11755500000000001 -0.38959499999999997 -0.087094999999999992 0.084815000000000015 0.073890000000000011 -1.0000000180025095e-35 0.092755000000000018 -0.00025999999999999992 0.08593000000000002 -0.033234999999999994 0.086515000000000022 -0.14785999999999996 -0.054584999999999995 0.050560000000000008 0.083875000000000019 0.029970000000000007 -0.07687999999999999 0.0071950000000000009 0.094890000000000016 0.099680000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 6 5 8 10 11 -3 -8 -1 13 21 18 -11 -4 17 -15 24 23 -21 -2 -19 -20 -5 26 -18
right_child=1 4 15 7 -6 -7 9 -9 -10 14 -12 -13 -14 16 -16 -17 25 22 19 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0017169188653321599 0.00095198764313322566 0.0008518490523555239 0.0016654594193512672 0.0020079047393190969 0.00053190141713992372 0.00070941690214958934 0.0020507969191833407 0.0016237611311421495 0.0013832327491529964 0.0014953557861416616 0.0012431241920187583 0.0022723058265219152 0.0013106755752704004 0.0016862515275815266 0.0017602925210907594 0.0019335767302645491 0.0019688210166995952 0.0018388930752815875 0.0017699474150506872 0.0020245177684801012 0.0019037333747724755 0.001178231453374759 0.0020434924488256659 0.0019508007639962226 0.0021877676963981373 0.0020462282731464479 0.001852401464805107
leaf_weight=57 57 56 80 56 66 75 82 82 88 66 76 61 82 83 103 69 209 82 52 771 182 52 53 124 66 73 83
leaf_count=57 57 56 80 56 66 75 82 82 88 66 76 61 82 83 103 69 209 82 52 771 182 52 53 124 66 73 83
internal_value=0 0.00119629 0.00144059 0.00191644 0.000904721 0.00101692 0.00166836 0.00196461 0.00117683 0.00178581 0.00144644 0.00197934 0.00116794 0.00196958 0.00165703 0.00178986 0.00191053 0.00183084 0.00199707 0.00198532 0.00200149 0.00106024 0.00191948 0.00189757 0.0021055 0.00195802 0.00193585
internal_weight=0 625 340 2361 285 219 384 1977 144 251 133 1895 191 1834 169 149 583 218 1251 1129 953 109 135 176 122 365 292
internal_count=2986 625 340 2361 285 219 384 1977 144 251 133 1895 191 1834 169 149 583 218 1251 1129 953 109 135 176 122 365 292
is_linear=0
shrinkage=0.0032998


Tree=7483
num_leaves=30
num_cat=0
split_feature=12 52 12 1 47 43 481 48 15 52 43 12 12 1375 15 474 12 15 12 133 52 11 1 483 50 13 42 52 0
split_gain=0.345574 0.201114 0.198666 0.154506 0.143009 0.158974 0.13276 0.112458 0.105852 0.109797 0.172329 0.0865692 0.0695479 0.0694099 0.0648692 0.0819926 0.0644091 0.0972939 0.0696027 0.0671355 0.0668392 0.0617547 0.0804458 0.0707078 0.0955017 0.0538494 0.0470141 0.0280712 0.0168502
threshold=0.083865000000000009 0.086555000000000007 0.085525000000000004 0.12500000000000003 0.07813500000000001 0.0049250000000000014 -1.0000000180025095e-35 0.10327000000000001 0.079600000000000018 0.013340000000000001 -0.025079999999999995 -0.096004999999999993 0.11755500000000001 -0.030214999999999995 -0.096164999999999987 0.082665000000000002 0.089505000000000015 0.11082500000000002 0.092755000000000018 -0.069944999999999993 0.08869500000000001 0.077905000000000016 0.10331000000000003 -0.096724999999999992 1.0000000180025095e-35 -0.0062949999999999994 0.087170000000000011 0.41626500000000005 -0.086659999999999987
decision_type=2 2 2 2 2 2 2 2 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 12 5 8 -4 -6 9 11 -11 -1 13 -2 25 -16 20 18 -18 -20 -8 23 -23 -15 -25 -13 -22 -19 -10
right_child=1 2 6 -5 7 -7 16 -9 28 10 -12 14 -14 21 15 -17 17 27 19 -21 26 22 -24 24 -26 -27 -28 -29 -30
leaf_value=-0.0032028927474184554 0.01225796421483305 0.019061251568505098 0.0008093248836447349 -0.0033497149102477649 0.011706856801914307 -0.0045043690660497102 0.011268807227926614 0.0027283782432122811 0.010007678238597878 0.0035457424165514909 -0.0098374022069258153 0.0041316610787143805 0.00054669883246291574 0.010882343558532822 0.006770742497439349 0.00019862916850673477 0.015530168587693049 0.0032184208311204035 0.015186095556790933 0.0082306901807910737 0.00057906954033928827 0.013872541997610184 0.0052696903654361341 0.0041679661401443826 0.0078964647150047973 -0.0034159324135628103 0.0070590790153434715 0.0087201091991338884 0.0055992358161880921
leaf_weight=54 53 53 61 52 85 94 58 75 52 57 52 54 64 67 229 71 98 56 54 155 55 62 63 707 271 53 77 52 52
leaf_count=54 53 53 61 52 85 94 58 75 52 57 52 54 64 67 229 71 98 56 54 155 55 62 63 707 271 53 77 52 52
internal_value=0 0.0068442 0.00911852 0.00562163 0.00292837 0.00197164 0.00832458 0.00750942 0.00287749 0.00197241 -0.00282239 0.00311 0.0059855 0.00626865 0.003952 0.00522133 0.00907935 0.0102618 0.0117959 0.0100364 0.00648727 0.0059958 0.00955108 0.00556881 0.00520296 0.000376343 0.00437269 0.00588402 0.00782073
internal_weight=0 2058 719 1339 928 768 666 160 674 570 109 461 1287 1223 407 300 605 415 307 209 190 1170 125 1045 978 107 132 108 104
internal_count=2986 2058 719 1339 928 768 666 160 674 570 109 461 1287 1223 407 300 605 415 307 209 190 1170 125 1045 978 107 132 108 104
is_linear=0
shrinkage=0.16829


Tree=7484
num_leaves=23
num_cat=0
split_feature=4 147 16 0 0 2 159 15 42 159 4 4 52 42 0 42 12 52 52 52 4 4
split_gain=0.244064 0.149476 0.112373 0.173369 0.240974 0.134837 0.111517 0.091861 0.182515 0.106489 0.0816911 0.190426 0.111353 0.0915179 0.0807922 0.0830483 0.0736095 0.0701507 0.0658426 0.103727 0.122529 0.0429052
threshold=0.31392000000000003 0.090635000000000007 -0.088824999999999987 -0.108275 -0.14680499999999999 0.092450000000000018 -0.41771999999999992 -0.43091499999999999 0.073240000000000013 0.10634 -0.4950449999999999 -0.14088999999999999 -0.091329999999999981 0.088060000000000013 -0.085674999999999987 0.094765000000000016 0.087805000000000008 0.057445000000000003 0.091160000000000005 0.085250000000000006 -0.0083549999999999978 0.10583000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 5 -4 -5 9 -9 -2 16 12 -12 -13 15 18 -8 -16 19 20 -1 -20
right_child=7 -3 3 6 -6 -7 10 8 -10 -11 11 13 -14 -15 17 -17 -18 -19 21 -21 -22 -23
leaf_value=-0.00096054158314112879 0.0067695740271171527 -0.0033008491867887292 0.010147376526482453 0.010995990798917525 -0.0093149553572747981 -0.0018350424404042409 0.012442674639557569 -0.0070791225436264522 0.0048860518476193668 -0.0020144082530185003 -0.0073944075945094299 0.0061255872858230007 0.0028133187793069189 0.0033583983010581518 0.0065363216827727623 0.012751427487545307 0.0041392907834211078 0.014424054625568054 8.9971634706907823e-05 0.012845240783534381 0.0075952489354899943 0.0062776188207648862
leaf_weight=64 93 57 54 91 57 52 75 98 57 67 55 949 67 532 57 52 52 76 83 67 179 52
leaf_count=64 93 57 54 91 57 52 75 98 57 67 55 949 67 532 57 52 52 76 83 67 179 52
internal_value=0 0.00520517 0.00539134 0.00476699 -0.000481082 0.00425226 0.00523774 0.00024622 -0.00266744 0.00308005 0.00493381 0.00460602 -0.0017738 0.00513278 0.00735471 0.00636031 0.00905701 0.0110571 0.00560945 0.00696357 0.00533448 0.00248667
internal_weight=0 2671 2614 1984 163 106 1821 315 155 160 1730 1603 122 1481 630 497 127 133 445 310 243 135
internal_count=2986 2671 2614 1984 163 106 1821 315 155 160 1730 1603 122 1481 630 497 127 133 445 310 243 135
is_linear=0
shrinkage=0.16829


Tree=7485
num_leaves=20
num_cat=0
split_feature=16 34 49 15 16 1 15 4 12 151 15 4 16 52 150 1 480 133 49
split_gain=0.0964637 0.111783 0.0807896 0.171505 0.08986 0.13718 0.113577 0.220608 0.0900569 0.0851828 0.120932 0.106816 0.0944886 0.0634288 0.088408 0.0815798 0.0578694 0.0440336 0.0398775
threshold=0.63086500000000012 -0.08563999999999998 -0.032624999999999994 -0.094389999999999988 -0.20132999999999998 0.12500000000000003 -0.26361999999999991 0.51367000000000018 0.086885000000000004 -0.083294999999999994 0.084985000000000019 -0.42305999999999994 -0.011849999999999998 -0.07167999999999998 0.087075000000000027 0.10540500000000001 0.086825000000000013 0.041800000000000011 -0.00078499999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 9 7 -4 -8 12 11 -11 -6 14 -5 17 -12 -15 -14
right_child=-2 2 4 13 5 -7 8 -9 -10 10 16 -13 18 15 -16 -17 -18 -19 -20
leaf_value=0.011653634854827004 -0.001647923822311528 -0.0069645036762750858 -0.0041211630173191554 0.0020712364666087215 0.013167411133245068 -0.0025956155389313383 0.013658941336020672 0.010260150570685599 0.0057903123582807858 0.0077825863357963779 0.0053716301334904189 0.0024270321487751549 0.0077750788571673184 0.0073634698178091287 0.010636098225298296 -0.0028328871415422654 0.011211810829133395 0.0006914930906206547 0.0016087668419800375
leaf_weight=60 75 52 57 72 65 79 96 64 74 119 757 958 72 61 66 76 52 53 52
leaf_count=60 75 52 57 72 65 79 96 64 74 119 757 958 72 61 66 76 52 53 52
internal_value=0 0.00444818 0.00429451 0.00200336 0.00464986 0.0042729 0.00743396 0.00347063 0.0102443 0.00453527 0.00419192 0.00302045 0.00795205 0.00343057 0.00618049 0.0014238 0.00574924 0.00427735 0.00520369
internal_weight=0 2885 2825 380 2445 2154 291 121 170 2075 1886 1077 189 328 138 190 809 114 124
internal_count=2960 2885 2825 380 2445 2154 291 121 170 2075 1886 1077 189 328 138 190 809 114 124
is_linear=0
shrinkage=0.16829


Tree=7486
num_leaves=18
num_cat=0
split_feature=1451 51 2 0 2 150 13 3 16 3 457 480 3 0 16 2 42
split_gain=0.0941969 0.0966972 0.105206 0.110065 0.100308 0.0917564 0.0895365 0.229761 0.086118 0.0664376 0.0818257 0.0705204 0.0634519 0.0633628 0.083229 0.0917693 0.0594877
threshold=0.080560000000000007 0.11178000000000002 0.11621000000000002 -0.05226999999999999 0.088735000000000022 0.10860500000000002 -0.23438999999999996 0.0053500000000000015 0.39813000000000004 -0.13392999999999997 0.086205000000000018 0.08598500000000002 -0.063264999999999988 0.024295000000000001 0.0015850000000000003 0.10179000000000001 0.095935000000000006
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 9 -4 8 16 -1 11 -11 -6 -5 -15 -16 -8
right_child=-2 4 6 13 12 -7 7 -9 -10 10 -12 -13 -14 14 15 -17 -18
leaf_value=0.0084982037116056262 -0.0032478945468479362 -0.0057822329410547662 0.0067371365642581518 0.010980871999836999 0.0061870747974669838 -0.0011000687878628852 -0.0029359469031604983 -0.0091423413042923778 0.007839781206510044 0.0034580584129262331 0.0097080713601005002 0.007729746419459926 -0.00057609502340776324 0.00027275602421237085 0.01196360861611871 0.0035068175183281054 0.0036984443257777944
leaf_weight=97 56 57 67 96 71 97 77 62 61 1665 68 118 87 58 75 72 76
leaf_count=97 56 57 67 96 71 97 77 62 61 1665 68 118 87 58 75 72 76
internal_value=0 0.00370367 0.00397831 0.0043811 0.000260379 0.00393699 0.00121809 -0.000115174 0.00249178 0.00418873 0.00396192 0.00374177 0.00245168 0.00739247 0.00570329 0.00783373 0.000347825
internal_weight=0 2904 2689 2346 215 2045 343 276 214 1948 1851 1783 158 301 205 147 153
internal_count=2960 2904 2689 2346 215 2045 343 276 214 1948 1851 1783 158 301 205 147 153
is_linear=0
shrinkage=0.16829


Tree=7487
num_leaves=11
num_cat=0
split_feature=156 403 52 14 3 3 123 34 484 3
split_gain=0.0856374 0.0874519 0.0781447 0.0736573 0.175229 0.174513 0.0886742 0.126249 0.0777689 0.0594613
threshold=0.11659000000000001 -0.5407249999999999 -0.54643499999999989 -0.31108499999999994 0.40411000000000002 0.110335 0.089455000000000021 -0.049569999999999996 0.041405000000000004 0.14029000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 5 6 7 -5 -9 -7
right_child=2 3 -4 4 -6 9 -8 8 -10 -11
leaf_value=0.0082109832406783625 0.002708029463006099 -0.0026391181713804274 0.011409673180993887 0.0094706158756702862 0.01235604302164048 -0.0074012858836897174 -0.0026621799185821324 0.0032684129364119107 0.0005429649925651368 -0.00042606417063385539
leaf_weight=82 55 73 64 85 53 55 78 1969 351 95
leaf_count=82 55 73 64 85 53 55 78 1969 351 95
internal_value=0 0.00278473 0.007403 0.0026228 0.00276648 0.00257277 0.00290988 0.00309134 0.00285685 -0.00299562
internal_weight=0 2841 119 2759 2686 2633 2483 2405 2320 150
internal_count=2960 2841 119 2759 2686 2633 2483 2405 2320 150
is_linear=0
shrinkage=0.16829


Tree=7488
num_leaves=32
num_cat=0
split_feature=1 2 16 1 11 2 160 0 150 16 160 160 474 484 0 1 1 2 0 0 42 2 16 42 1 2 42 131 0 2 0
split_gain=6.27057 1.83293 0.893107 0.487917 0.470128 0.428274 0.282133 0.279901 0.191801 0.359601 0.175446 0.184874 0.170563 0.407135 0.193171 0.178612 0.135085 0.168447 0.124423 0.119714 0.128289 0.160763 0.125154 0.0934355 0.0845422 0.0784895 0.0731573 0.0701366 0.0599537 0.0469342 0.0285233
threshold=0.10123500000000001 0.12026500000000001 -0.082119999999999985 0.13872000000000004 0.085875000000000021 0.097005000000000022 0.085305000000000006 -0.081864999999999979 0.086765000000000023 -0.012324999999999997 0.062030000000000009 0.10446500000000002 1.0000000180025095e-35 0.013080000000000003 -0.11327499999999999 0.090795000000000015 0.085490000000000024 0.082690000000000013 -0.06612999999999998 -0.076589999999999978 0.096275000000000013 0.11466000000000001 -0.088314999999999991 0.088575000000000015 0.094485000000000013 0.087710000000000024 0.087505000000000013 0.090675000000000019 -0.037444999999999992 1.0000000180025095e-35 -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 2
left_child=5 2 18 7 6 8 27 -3 12 -10 19 -12 14 -14 25 16 17 -16 29 22 21 28 -7 -17 -25 -1 -18 30 -21 -2 -4
right_child=1 3 4 -5 -6 10 -8 -9 9 -11 11 -13 13 -15 15 23 26 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0011201763972578686 0.0005908447859494328 0.0002654129180746465 0.00076693752740375465 0.00011151966893520022 0.0010351584941077367 0.00077499805689191625 0.00050918214101424233 0.00054609541787328602 0.00057468691871186779 0.00092182550597683273 0.001060883456061213 0.00078079876808903473 0.00096166503328804528 0.00064119370302996711 0.00074208532988066561 0.00092920092918078259 0.00097687232883849479 0.00093529559959986341 0.0003390548714230201 0.00085942764244701319 0.00070146791334935318 0.00073603599966479952 0.00056001341010662492 0.00069285716931949696 0.00087319956023741599 0.00095390616670281727 0.0011358501886919367 0.0006793283390282306 0.0010182723224043063 0.00046413580000966682 0.00088490563398779321
leaf_weight=84 72 73 53 91 59 72 61 84 52 90 54 52 103 76 54 67 98 880 52 58 85 73 53 69 53 56 53 59 56 65 53
leaf_count=84 72 73 53 91 59 72 61 84 52 90 54 52 103 76 54 67 98 880 52 58 85 73 53 69 53 56 53 59 56 65 53
internal_value=0 0.000534419 0.000654746 0.000304298 0.000771591 0.000888228 0.000702628 0.000415811 0.000912954 0.000794952 0.000802867 0.000923816 0.000923451 0.000825796 0.000935788 0.000922779 0.000939329 0.000924163 0.000478365 0.000770484 0.000810041 0.000859204 0.000684126 0.000827585 0.000771491 0.00105392 0.00103291 0.00077393 0.000937766 0.000530985 0.000826254
internal_weight=0 722 474 248 285 2238 226 157 1735 142 503 106 1593 179 1414 1274 1085 934 189 397 272 187 125 189 122 140 151 165 114 137 106
internal_count=2960 722 474 248 285 2238 226 157 1735 142 503 106 1593 179 1414 1274 1085 934 189 397 272 187 125 189 122 140 151 165 114 137 106
is_linear=0
shrinkage=0.0032998


Tree=7489
num_leaves=19
num_cat=0
split_feature=15 123 150 42 39 14 14 15 481 132 0 15 15 150 133 1447 133 150
split_gain=4.38768 1.55013 0.905344 0.869917 0.574225 0.50737 0.41811 0.222485 0.257827 0.268268 0.181562 0.178798 0.115716 0.101473 0.0913141 0.086371 0.0837932 0.0700389
threshold=-0.26361999999999991 1.0000000180025095e-35 0.083295000000000022 0.081605000000000025 0.10284500000000001 0.073890000000000011 -0.45687499999999998 0.043560000000000008 -0.065834999999999991 0.082230000000000011 -0.095724999999999991 0.14927500000000002 -0.43587999999999999 0.086420000000000011 0.085730000000000015 -0.082844999999999988 0.086750000000000008 0.10233000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 17 5 7 -1 8 -2 -10 -8 15 -12 16 -5 -9 -3 -4
right_child=1 13 3 14 -6 -7 10 11 9 -11 12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.00062463737724126344 0.0010321553341359362 0.00069079370305256439 0.00059444906899232145 0.00079802188414676361 0.00055744064526754347 0.0011555225368137306 0.00044786420906954284 0.0010605553122440853 0.00086986261317400094 0.00068906541162575127 0.00033235168677492116 0.00075653980848239797 0.0001168399964185657 0.00042701820992486155 0.00097024820776228031 0.00093754901709454592 0.00050633598767992082 0.00043699503401863125
leaf_weight=59 97 61 57 76 52 89 60 72 940 101 53 59 57 52 67 882 52 74
leaf_count=59 97 61 57 76 52 89 60 72 940 101 53 59 57 52 67 882 52 74
internal_value=0 0.000860554 0.000880512 0.000700669 0.000901996 0.000909979 0.000384741 0.000899803 0.000867712 0.000852355 0.000301275 0.000935819 0.000220998 0.000549959 0.000878962 0.000946869 0.000606222 0.000505775
internal_weight=0 2731 2566 274 2292 2240 229 2151 1138 1041 170 1013 110 165 143 954 113 131
internal_count=2960 2731 2566 274 2292 2240 229 2151 1138 1041 170 1013 110 165 143 954 113 131
is_linear=0
shrinkage=0.0032998


Tree=7490
num_leaves=26
num_cat=0
split_feature=1 3 14 4 52 0 0 30 3 3 13 1 4 16 3 4 1 457 3 4 155 0 13 0 0
split_gain=5.87048 1.8995 0.774364 0.683169 0.361604 0.310715 0.435052 0.305963 0.328152 0.375707 0.279963 0.259395 0.24822 0.245196 0.576357 0.22975 0.224107 0.122934 0.130654 0.116552 0.108752 0.143059 0.0948289 0.0657944 0.0579656
threshold=0.10398500000000001 -0.046079999999999989 0.073890000000000011 0.043640000000000005 0.0030150000000000008 -0.10934999999999999 -0.079119999999999982 0.086535000000000015 0.3148450000000001 0.090170000000000014 -0.0066549999999999986 0.08901000000000002 0.41939500000000002 0.31625000000000009 -0.12711499999999995 0.028075000000000006 1.0000000180025095e-35 0.048870000000000004 -0.09738999999999999 -0.50231999999999988 0.091145000000000018 -0.060094999999999989 -0.049464999999999988 -0.080064999999999983 -0.11167499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 5 16 11 17 8 9 10 -3 -1 20 14 -8 -11 22 18 -7 -16 21 -2 -5 -20 -6
right_child=1 7 -4 4 24 6 13 -9 -10 15 -12 -13 -14 -15 19 -17 -18 -19 23 -21 -22 -23 -24 -25 -26
leaf_value=0.0010096663397589185 0.00097873534130088979 0.00060755474598938285 0.0013169868509266497 0.0007715301196921108 0.0010729803730136209 0.0012229993348009437 0.00063631426660587563 0.00029153576600407185 0.00038093596101626092 0.00090728709335319659 0.00030106264817926173 0.00068396304397789803 0.00068984452159328235 0.0011289250812362614 0.0011258985470867123 0.00063279344770606123 0.00061444891322962113 0.0011956024653636905 0.0010508750358100404 0.00096195922087534533 0.0010800489639412488 0.00075960577660355263 0.00095175307193352181 0.0011776059378422322 0.00092272449111923272
leaf_weight=57 93 89 90 75 67 58 60 52 84 54 52 52 53 93 56 91 65 93 930 449 52 53 61 52 58
leaf_count=57 93 89 90 75 67 58 60 52 84 54 52 52 53 93 56 91 65 93 930 449 52 53 61 52 58
internal_value=0 0.000665359 0.00101565 0.00100346 0.000863219 0.0010275 0.001038 0.000529953 0.000563365 0.000616822 0.000494772 0.000854608 0.000892874 0.000969977 0.000943751 0.000735262 0.000775778 0.00107748 0.00106688 0.000980208 0.000947043 0.00089943 0.000852624 0.00105762 0.00100354
internal_weight=0 673 2316 2226 326 1900 1791 422 370 286 141 109 251 658 565 145 201 1133 1040 505 198 146 136 982 125
internal_count=2989 673 2316 2226 326 1900 1791 422 370 286 141 109 251 658 565 145 201 1133 1040 505 198 146 136 982 125
is_linear=0
shrinkage=0.0032998


Tree=7491
num_leaves=27
num_cat=0
split_feature=1 3 2 2 4 34 3 1 150 39 42 4 484 49 2 3 3 4 4 3 4 133 133 2 42 1456
split_gain=11.8603 2.82239 1.32463 1.32127 1.17129 0.989215 0.846983 0.499347 0.515281 0.406151 0.340125 0.335688 0.29264 0.356889 0.533862 0.276228 0.529585 0.240432 0.325297 0.224877 0.217997 0.202316 0.173634 0.253128 0.0949786 0.0114782
threshold=0.10684 -0.063264999999999988 0.11426500000000002 0.14870000000000003 0.27644500000000005 -0.023104999999999997 -0.069909999999999986 0.085110000000000005 0.084925000000000014 0.089155000000000012 0.11697 0.27998000000000006 -0.085604999999999987 -0.06017999999999999 0.08895500000000002 -0.13827999999999999 -0.11151499999999999 -0.14994999999999997 -0.005814999999999999 -0.085784999999999986 -0.16523499999999997 0.23448500000000003 -0.084544999999999981 0.098655000000000007 0.091785000000000019 0.060170000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 24 5 6 -3 12 10 17 11 22 -7 19 14 -14 20 -17 -9 -19 -1 -15 -18 -8 -24 -2 -21
right_child=1 3 -4 -5 -6 9 7 8 -10 -11 -12 -13 13 15 -16 16 21 18 -20 25 -22 -23 23 -25 -26 -27
leaf_value=0.0013676868412895434 0.00112699551622568 0.00012388770178870415 0.00047098689255502144 3.3416687273029591e-05 0.00056022895910823084 0.00078220299735890484 0.00093830571825102209 0.0010926478425644683 0.00053912158676765307 0.00036750309576215632 0.00079693137188534973 0.00048156960602294092 0.0011349690639810219 0.0010910244042530073 0.00069182237464008797 0.00076083091021206934 0.0011084706838929521 0.00066779176202923522 0.0010048057673682138 0.0011644841728920728 0.0013616473612534392 0.00099345157257835692 0.0012561315765102564 0.00099616831569415915 0.00093860865672187844 0.0010791773233993231
leaf_weight=70 76 68 65 96 53 103 64 56 53 73 55 68 57 63 63 56 1110 66 61 61 72 204 97 74 53 52
leaf_count=70 76 68 65 96 53 103 64 56 53 73 55 68 57 63 63 56 1110 66 61 61 72 204 97 74 53 52
internal_value=0 0.000528293 0.000856096 0.00037234 0.00104672 0.000476511 0.00105775 0.000940722 0.000827266 0.000574639 0.00103293 0.000662859 0.00109178 0.0010775 0.000902611 0.00109142 0.00107719 0.000910525 0.000829942 0.00121836 0.00123562 0.00109064 0.00108801 0.00114384 0.00104987 0.00112554
internal_weight=0 602 194 408 2387 312 2334 526 236 244 290 171 1808 1625 120 1505 1370 183 127 183 135 1314 235 171 129 113
internal_count=2989 602 194 408 2387 312 2334 526 236 244 290 171 1808 1625 120 1505 1370 183 127 183 135 1314 235 171 129 113
is_linear=0
shrinkage=0.0032998


Tree=7492
num_leaves=25
num_cat=0
split_feature=3 132 3 402 1210 3 160 151 16 16 132 16 160 3 151 0 3 12 52 12 15 150 16 12
split_gain=0.175066 0.169889 0.220527 0.128865 0.275506 0.124346 0.114844 0.151606 0.174575 0.256051 0.106058 0.108962 0.108075 0.105595 0.207982 0.12629 0.11178 0.102003 0.112575 0.0798243 0.100385 0.0898524 0.0775441 0.0637046
threshold=-0.027864999999999997 0.087505000000000013 0.3148450000000001 -0.087699999999999986 -0.08019999999999998 0.12955000000000003 -0.086854999999999988 -0.080604999999999996 0.058875000000000004 -0.087589999999999987 0.084790000000000018 -0.040874999999999995 -0.53492499999999987 -0.09738999999999999 -0.082079999999999986 -0.10298499999999998 -0.11151499999999999 0.083815000000000014 -0.0067399999999999986 0.085075000000000026 0.082225000000000006 0.085360000000000005 -0.079854999999999982 0.097345000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 -1 6 -2 -8 9 -9 12 -12 -5 14 -14 -16 -17 18 -15 20 -19 -21 -6 -24
right_child=1 -3 -4 10 22 -7 7 8 -10 -11 11 -13 13 17 15 16 -18 19 -20 21 -22 -23 23 -25
leaf_value=-0.0091778904418224581 0.0071099360581340565 0.010942630015348545 -0.007813180068922225 -0.00031770228291936838 0.0098109470954700854 0.0076854963779216783 0.0058651671469119237 0.00078929985705413993 0.0045090505667851844 -0.010123135787469985 0.0052827996625945534 -0.0036768699998286089 -0.00073378306472141367 0.014207644712540541 0.01781506103984461 0.006740694939772634 0.015539354009240754 0.0041293451040401406 0.0038746410007560496 0.004968200351801109 -0.0047378381454994687 0.011583056123814829 -0.0010990484013689052 0.0063123951392881593
leaf_weight=56 77 54 70 82 52 97 99 139 95 108 81 73 57 72 53 187 53 118 52 1067 52 62 75 58
leaf_count=56 77 54 70 82 52 97 99 139 95 108 81 73 57 72 53 187 53 118 52 1067 52 62 75 58
internal_value=0 0.00185082 0.00113147 0.00484069 0.00115395 0.00215248 0.0011129 6.17278e-05 -0.00161296 -0.00397486 0.00528205 0.00102402 0.00563458 0.00591088 0.0085379 0.0103477 0.00869122 0.00526348 0.00988894 0.00482056 0.00140646 0.00533305 0.00429113 0.0021195
internal_weight=0 739 685 2250 241 615 518 441 342 247 2009 154 1855 1773 350 293 240 1423 124 1299 170 1129 185 133
internal_count=2989 739 685 2250 241 615 518 441 342 247 2009 154 1855 1773 350 293 240 1423 124 1299 170 1129 185 133
is_linear=0
shrinkage=0.16829


Tree=7493
num_leaves=21
num_cat=0
split_feature=2 43 1374 52 15 15 4 15 12 50 15 12 16 1 13 43 43 51 1429 4
split_gain=0.177618 0.151961 0.14811 0.112309 0.12353 0.386343 0.750018 0.265641 0.154566 0.10323 0.0965577 0.105293 0.0876533 0.103815 0.0762561 0.0756267 0.0731789 0.0498093 0.0395713 0.0378799
threshold=0.14253500000000002 -0.049364999999999992 0.091490000000000016 -0.53082999999999991 0.082725000000000007 -0.0044499999999999991 -0.17568999999999999 1.0000000180025095e-35 0.083785000000000012 0.11843500000000001 0.086745000000000003 0.11005500000000001 -0.54364499999999982 0.077845000000000011 -0.011809999999999999 -0.0037599999999999995 -0.0093249999999999982 0.13207500000000003 -1.0000000180025095e-35 -0.037689999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 18 5 9 -7 -8 -6 12 15 14 -5 -14 -12 16 -10 -11 -1 -20
right_child=1 -3 -4 4 8 6 7 -9 10 17 11 -13 13 -15 -16 -17 -18 -19 19 -21
leaf_value=0.0039287921800352024 0.00364611007449762 -0.0063941320607088011 0.01255901491057751 0.0092803203886994371 0.011875246053400117 0.0072363887443197186 -0.017260051250197261 -0.0025050390447421702 0.0075821341031039923 0.011358796602217912 0.0036088614506600194 0.0098968280013636556 0.0042454333292973705 0.0010089909556293352 -0.00049378122494853202 0.012096870937896253 0.00028830487514693915 0.0044400958542902026 0.011517167904445562 0.005662784661378025
leaf_weight=63 78 94 53 60 79 103 89 57 122 65 453 59 576 551 178 62 58 56 78 55
leaf_count=63 78 94 53 60 79 103 89 57 122 65 453 59 576 551 178 62 58 56 78 55
internal_value=0 -0.00183055 0.00373331 0.00356343 0.00326582 0.002323 -0.00374933 -0.0115118 0.00471604 0.00348035 0.00410727 0.00308817 0.00300062 0.0026647 0.00244869 0.00700554 0.00524188 0.0081716 0.00745357 0.00910969
internal_weight=0 172 2817 2764 2568 1557 249 146 1011 1308 932 690 1187 1127 631 242 180 121 196 133
internal_count=2989 172 2817 2764 2568 1557 249 146 1011 1308 932 690 1187 1127 631 242 180 121 196 133
is_linear=0
shrinkage=0.16829


Tree=7494
num_leaves=36
num_cat=0
split_feature=1 3 2 2 2 12 1453 2 2 11 2 30 12 16 3 2 402 13 159 52 16 12 0 475 13 16 3 2 13 1 16 0 402 16 3
split_gain=13.8576 4.44159 1.03467 0.991081 0.94992 0.763403 0.434859 0.406483 0.401121 0.387142 0.244651 0.239925 0.239369 0.284507 0.208797 0.198973 0.177731 0.173766 0.160614 0.200744 0.245426 0.154527 0.150753 0.301468 0.110157 0.141542 0.106591 0.103461 0.0964074 0.0963673 0.0840661 0.0611382 0.0509372 0.0496553 0.0587245
threshold=0.10075500000000003 -0.049204999999999992 0.14253500000000002 0.11426500000000002 0.092250000000000013 -1.0000000180025095e-35 -0.080524999999999985 0.11203000000000002 -1.0000000180025095e-35 0.08326500000000002 0.11366500000000002 0.086870000000000017 0.091290000000000024 0.0097750000000000007 -0.13117499999999996 0.17553000000000005 0.012085000000000002 -0.077799999999999994 0.091330000000000008 0.024870000000000003 0.0048000000000000013 0.092395000000000019 -0.087604999999999975 -0.017224999999999997 -0.065239999999999979 0.031255000000000005 -0.080884999999999985 0.084095000000000017 -0.013254999999999998 0.090540000000000023 0.26768500000000006 -0.097774999999999987 0.094120000000000009 -0.031234999999999999 -0.077564999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 6 11 -1 -7 -8 26 14 17 16 21 -6 -4 22 -3 19 20 31 -14 23 -10 -12 -26 -2 -18 -24 -23 -22 -16 -29 34 -21
right_child=1 2 15 -5 10 7 8 -9 12 -11 24 -13 13 -15 18 -17 27 -19 -20 33 30 29 28 -25 25 -27 -28 32 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.0014674144613028193 0.00081813956501032245 0.00056975426971419174 0.00027046569939416531 0.0005892497218134427 0.0012576511726751171 0.00087777497358890145 0.00089551612872873813 0.00053109554154036581 0.00089358433234510131 0.0012343086038033245 0.0010216709175259152 0.00016402877010431781 0.00097145425344114867 0.00085984316484392844 0.000911890510423758 -9.8325218791566991e-06 0.0013796012524585511 0.00033429447584740782 0.0012095316110082147 0.0011161385368482868 0.0011532898969535117 0.0012519077571433758 0.0011732278342632772 0.0011599094502220202 0.00097692783730010777 0.00073625095971682286 0.0010065322548928064 0.0012911036728266889 0.0012690678447847133 0.0010956337417140118 0.00095910539482954289 0.00074809890617689621 0.0011490493715394594 0.0011717551309690926 0.00098652194201137686
leaf_weight=52 55 56 53 73 53 60 62 98 57 72 69 53 53 52 53 57 78 91 54 87 52 98 364 281 52 59 93 64 187 88 53 55 63 59 83
leaf_count=52 55 56 53 73 53 60 62 98 57 72 69 53 53 52 53 57 78 91 54 87 52 98 364 281 52 59 93 64 187 88 53 55 63 59 83
internal_value=0 0.000604837 0.000405234 0.000923537 0.00112071 0.000491272 0.00116839 0.000662969 0.00115762 0.0010343 0.00102262 0.000355455 0.00116933 0.00108387 0.00105765 0.0001249 0.00119203 0.000424233 0.00103621 0.00101495 0.000940775 0.00113247 0.00117137 0.0011151 0.000915582 0.000849318 0.00093676 0.00128146 0.00120582 0.00117816 0.00105561 0.000828804 0.00122091 0.0010838 0.00105306
internal_weight=0 761 468 293 2228 358 1499 158 1447 220 729 200 1385 291 549 110 1094 147 496 442 213 239 889 338 180 111 148 205 551 186 105 108 127 229 170
internal_count=2989 761 468 293 2228 358 1499 158 1447 220 729 200 1385 291 549 110 1094 147 496 442 213 239 889 338 180 111 148 205 551 186 105 108 127 229 170
is_linear=0
shrinkage=0.0032998


Tree=7495
num_leaves=15
num_cat=0
split_feature=4 33 130 10 159 4 12 13 13 1213 12 13 11 133
split_gain=0.186207 0.223417 0.206102 0.164377 0.164268 0.134221 0.0934135 0.143351 0.119046 0.119546 0.104447 0.235425 0.0800718 0.0707891
threshold=0.50291500000000011 0.075230000000000019 -0.13392499999999996 -0.00189 0.10516000000000002 0.55074000000000012 0.092475000000000016 0.10877500000000001 0.022635000000000006 -0.12988499999999997 0.094600000000000004 -0.06724999999999999 0.087090000000000015 0.41548500000000005
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 8 9 -5 11 -8 13 -12
right_child=4 -3 3 6 -6 -7 10 -9 -10 -11 12 -13 -14 -15
leaf_value=0.015484934573228784 -0.0021355114881028382 0.01612542710012925 -0.002436450534722591 0.012527331329729717 -0.0075972187148909184 0.0093020430445498424 0.0053205128277285484 -0.0011976627885491923 0.012737258739492581 0.0055817102350098702 0.0060967894719278432 -0.0081544086595760085 -0.0011120364534532722 0.0012681852244563415
leaf_weight=54 60 54 82 74 58 56 88 77 76 1547 479 63 62 106
leaf_count=54 60 54 82 74 58 56 88 77 76 1547 479 63 62 106
internal_value=0 0.00539125 0.00517653 0.00496611 -0.000275029 0.00337058 0.00520282 0.00588474 0.00620716 0.00589989 0.00368461 -0.000289576 0.00461491 0.00522493
internal_weight=0 2762 2708 2654 174 116 2572 1774 1697 1621 798 151 647 585
internal_count=2936 2762 2708 2654 174 116 2572 1774 1697 1621 798 151 647 585
is_linear=0
shrinkage=0.16829


Tree=7496
num_leaves=29
num_cat=0
split_feature=1 52 2 2 2 2 1 13 1 2 0 0 50 48 52 1 15 15 16 457 1213 133 13 13 133 133 0 16
split_gain=10.1647 2.42696 0.888436 1.45067 0.577088 0.421965 0.353769 0.333287 0.330885 0.340321 0.402871 0.272774 0.243376 0.236019 0.249475 0.276255 0.404374 0.227862 0.215653 0.160177 0.164455 0.118677 0.100929 0.0977836 0.165635 0.118407 0.0885954 0.0480253
threshold=0.10123500000000001 -0.41694999999999993 1.0000000180025095e-35 -1.0000000180025095e-35 0.088300000000000003 -0.098699999999999982 0.14646500000000004 -0.10939499999999998 0.092845000000000025 0.13270000000000001 -0.036459999999999992 -0.076204999999999981 0.089430000000000023 0.12879500000000002 -0.081429999999999989 0.11230000000000001 -0.43091499999999999 -0.088819999999999982 -0.044939999999999987 0.059100000000000007 -0.12988499999999997 0.11330000000000001 -0.012224999999999998 -0.013049999999999997 0.017095000000000003 0.096875000000000017 -0.11656999999999999 -0.044939999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 7 -3 13 -1 9 10 17 19 -13 14 -4 -16 -17 18 26 20 -9 22 -22 25 -25 -19 -6 -5
right_child=1 2 6 27 8 -7 -8 11 -10 -11 -12 12 -14 -15 15 16 -18 23 -20 -21 21 -23 -24 24 -26 -27 -28 -29
leaf_value=0.0012752677142076425 0.0010379772658033713 0.00056324012213602819 0.00014209600687352446 0.00094804880725024663 0.0010610881633873559 0.00020688836791231001 0.00010762963835516789 0.0011717712686868057 0.00068149857127864115 0.00066281648750035995 0.0011549116144820607 0.00070693631129226965 0.00099934821626260781 0.00059068652959656212 0.00057474344511634825 0.00053691815050640654 0.00018636340300655271 0.00095523267947238578 0.0011763823944943095 0.0011765153638133212 0.0009819215950134881 0.00085942604419046145 0.0010642361260907809 0.0007401559621274394 0.00092768869288554069 0.00083039961701602259 0.00089571255637913526 0.00080584667426671368
leaf_weight=53 86 69 52 52 54 77 58 67 66 52 87 61 66 53 67 58 95 266 61 72 503 65 263 118 96 129 125 65
leaf_count=53 86 69 52 52 54 77 58 67 66 52 87 61 66 53 67 58 95 266 61 72 503 65 263 118 96 129 125 65
internal_value=0 0.000516916 0.000447494 0.000595355 0.000965837 0.000375542 0.000345868 0.00101721 0.000909746 0.000924957 0.000939483 0.00100472 0.000859176 0.000388277 0.000348707 0.000397382 0.000319484 0.000917366 0.00100455 0.00102373 0.00101145 0.000998476 0.00101023 0.000882949 0.000824447 0.000914554 0.000945799 0.000869349
internal_weight=0 732 646 263 2204 146 383 1150 1054 988 936 1097 127 325 272 220 153 849 240 970 898 831 766 609 214 395 179 117
internal_count=2936 732 646 263 2204 146 383 1150 1054 988 936 1097 127 325 272 220 153 849 240 970 898 831 766 609 214 395 179 117
is_linear=0
shrinkage=0.0032998


Tree=7497
num_leaves=25
num_cat=0
split_feature=4 2 39 2 0 11 2 150 0 2 457 0 0 0 43 15 159 43 15 133 0 15 2 0
split_gain=6.28002 1.92947 1.10414 0.8531 0.564253 0.49586 0.483559 0.328248 0.278665 0.267259 0.458192 0.305438 0.239058 0.189151 0.124167 0.122078 0.119358 0.112822 0.108338 0.0989265 0.0955822 0.0815025 0.0740399 0.0620539
threshold=0.31392000000000003 0.11366500000000002 0.08456000000000001 0.14870000000000003 -0.07385499999999999 1.0000000180025095e-35 0.15510000000000004 0.081245000000000026 -0.10028499999999999 0.088495000000000004 0.064110000000000014 -0.077614999999999976 -0.10147999999999999 0.047640000000000009 0.0031350000000000002 0.025430000000000005 0.051140000000000012 -0.064539999999999986 0.08844500000000001 0.11330000000000001 -0.036459999999999992 -0.034094999999999993 0.123795 -0.07223499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -4 9 8 12 -3 11 13 16 -2 14 -11 -7 19 -10 21 -1 -14 -13 -19 -20
right_child=3 6 4 -5 -6 15 -8 -9 17 10 -12 18 20 -15 -16 -17 -18 22 23 -21 -22 -23 -24 -25
leaf_value=0.00079063745466144723 0.00034274252933394337 0.00030610421948971007 0.00063458708837604047 -0.00017383489834825599 0.00023664791114164928 0.00082540538126954499 0.00013925424711811198 0.00047035183482515918 0.0006580365353726636 0.00070028983600309009 0.00041601910319931552 0.00064017142946152985 5.7260338269061224e-06 0.00087454751666970196 0.00059237124495844151 0.001016235086421432 0.00065815414095440601 0.00057866826041910496 0.00063406230210435999 0.00065157954953690611 0.00019581446460537375 0.0004644034049644178 0.00040285835167608601 0.00079528926562100286
leaf_weight=829 73 68 79 60 77 91 53 63 72 492 74 71 58 57 159 66 100 52 59 63 58 52 57 53
leaf_count=829 73 68 79 60 77 91 53 63 72 492 74 71 58 57 159 66 100 52 59 63 58 52 57 53
internal_value=0 0.000674796 0.000707089 0.00017943 0.000438394 0.000726424 0.000426387 0.00026368 0.000487362 0.000712385 0.000664284 0.000743012 0.000194603 0.000690183 0.000673986 0.000905851 0.000768522 0.000555264 0.000635178 0.000780856 0.000101074 0.000566149 0.000487054 0.000710672
internal_weight=0 2624 2322 312 156 2166 302 252 249 2009 782 1227 189 708 651 157 992 181 235 892 116 123 109 112
internal_count=2936 2624 2322 312 156 2166 302 252 249 2009 782 1227 189 708 651 157 992 181 235 892 116 123 109 112
is_linear=0
shrinkage=0.0032998


Tree=7498
num_leaves=27
num_cat=0
split_feature=1 3 157 16 4 13 13 1 3 48 3 1211 16 42 16 16 123 4 4 41 4 47 4 3 1 49
split_gain=0.193792 0.187927 0.14794 0.280285 0.129201 0.136578 0.124746 0.150559 0.123101 0.120125 0.120798 0.118453 0.110794 0.105764 0.097192 0.175477 0.102877 0.0786972 0.114137 0.0932477 0.0952157 0.0560975 0.0544941 0.0520086 0.0837204 0.0402496
threshold=0.093435000000000004 -0.051469999999999995 -1.0000000180025095e-35 -0.095724999999999991 -0.020619999999999996 0.10621000000000001 -0.36115499999999995 0.13744000000000003 -0.072649999999999978 0.084795000000000023 -0.046079999999999989 1.0000000180025095e-35 0.0011450000000000004 0.081605000000000025 -0.055004999999999991 0.062500000000000014 0.085810000000000011 0.065755000000000008 0.05309500000000001 0.077915000000000012 -0.085594999999999991 0.096475000000000019 -0.00045499999999999995 -0.076514999999999986 0.10054 0.088005000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -4 9 6 -6 14 11 10 23 17 -5 -13 16 -16 21 18 19 20 -1 -8 -10 24 -2 -19
right_child=4 2 3 12 5 -7 7 -9 22 -11 -12 13 -14 -15 15 -17 -18 25 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0088244498978559925 -0.00060686597265089922 0.0040596094608201299 0.0047017504074682902 0.022239584937297472 -0.0032393741468688445 -0.0049162309872576122 0.0088642895210668954 0.011863012212601363 0.0037213221580931865 0.012478239326244167 -0.0023705530593477564 0.005847267185958311 0.012138908764077741 0.015667366286498726 -0.0047584574161095138 0.0071232631259102964 -0.0013483242390307064 0.0065911687713984977 -0.0024492087584801966 -0.00090107337391739212 0.0050799775148170382 0.0025226945894560341 -0.0026102347872634154 0.010950628782526813 0.0080365709161415669 0.013284131646288309
leaf_weight=241 52 81 79 67 83 75 121 58 90 65 58 61 59 65 101 54 58 52 53 61 990 60 67 52 80 53
leaf_count=241 52 81 79 67 83 75 121 58 90 65 58 61 59 65 101 54 58 52 53 61 990 60 67 52 80 53
internal_value=0 0.00617736 0.0101815 0.0125916 0.00322209 0.00180076 0.00274575 0.00384876 0.00551551 0.00604037 0.00430377 0.00596342 0.0175242 0.0109275 0.00266444 -0.000607428 0.00479388 0.00553082 0.00518164 0.00549606 0.00581451 0.00677203 0.00100788 0.0064174 0.00461797 0.00998663
internal_weight=0 2019 286 205 917 610 535 452 1733 307 242 1576 126 126 394 155 239 1450 1345 1292 1231 181 157 184 132 105
internal_count=2936 2019 286 205 917 610 535 452 1733 307 242 1576 126 126 394 155 239 1450 1345 1292 1231 181 157 184 132 105
is_linear=0
shrinkage=0.16829


Tree=7499
num_leaves=16
num_cat=0
split_feature=4 9 9 130 13 0 0 0 2 12 475 133 12 13 159
split_gain=0.15126 0.132094 0.123513 0.130996 0.117673 0.117597 0.124016 0.0897481 0.0579244 0.0625721 0.0920845 0.145801 0.0897691 0.0826242 0.0662562
threshold=0.31392000000000003 -1.0000000180025095e-35 0.037245000000000007 -0.13392499999999996 0.070890000000000022 -0.011064999999999998 -0.10185499999999999 -0.19166999999999998 0.14253500000000002 0.092475000000000016 -0.067819999999999978 0.085785000000000014 0.093315000000000023 0.10877500000000001 0.024100000000000003
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 7 -2 9 10 11 -5 -11 -12 -14
right_child=4 2 -4 8 -6 -7 -8 -9 -10 12 13 -13 14 -15 -16
leaf_value=-0.0035083961485881843 -0.0005952770469857424 0.013076172677259256 0.012589583517457216 -0.00056573446755729965 -0.0064376020526274221 0.0094882173476256507 -0.0042592967782591534 0.0085842263045849722 0.00023468829660566951 -0.0022540322751532669 0.0062205918290561902 0.0071735373991959461 0.0034788840212387588 0.00013082509394247947 0.0089030790113344901
leaf_weight=53 59 53 59 169 52 52 88 61 84 70 1282 116 599 67 72
leaf_count=53 59 53 59 169 52 52 88 61 84 70 1282 116 599 67 72
internal_value=0 0.00478809 0.00495982 0.0047799 0.000861337 0.00232804 0.000529352 0.004056 0.00460036 0.00475401 0.00533775 0.00257798 0.00346436 0.00591947 0.00406359
internal_weight=0 2624 2571 2512 312 260 208 120 2459 2375 1634 285 741 1349 671
internal_count=2936 2624 2571 2512 312 260 208 120 2459 2375 1634 285 741 1349 671
is_linear=0
shrinkage=0.16829


Tree=7500
num_leaves=15
num_cat=0
split_feature=2 30 149 43 41 1212 16 42 1212 159 1212 16 13 16
split_gain=0.171428 0.119181 0.0997974 0.0874202 0.122335 0.112913 0.111394 0.101533 0.091038 0.0809302 0.0581321 0.0386195 0.0796134 0.0592542
threshold=0.13084500000000002 0.086055000000000006 0.079475000000000004 -0.46052499999999996 0.075585000000000013 0.090175000000000019 -0.52541999999999989 0.090115000000000015 0.097595000000000015 -0.46319999999999995 0.11473500000000002 0.062910000000000008 -0.0073899999999999999 -0.14239499999999997
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 -6 -7 -8 -10 12 13 -2
right_child=11 -3 -4 4 7 8 9 -9 10 -11 -12 -13 -14 -15
leaf_value=-0.0014889146283644 0.0010108679278581227 -0.0035649681064416805 0.010947578204574458 -0.0022751821186720298 0.013139481288122897 -0.0063579112088384994 0.0094444986800137753 0.0034029847797122982 0.00582417819403655 0.0039016698697445984 -0.0013087775967738976 -0.0045793280284797564 0.0054491018170514487 -0.0062869411230435509
leaf_weight=91 73 64 54 80 71 53 78 54 59 2009 71 64 57 55
leaf_count=91 73 64 54 80 71 53 78 54 59 2009 71 64 57 55
internal_value=0 0.00359576 0.00377137 0.00361965 0.0038082 0.00353406 0.00387315 0.00894769 -0.000471399 0.00410969 0.00191467 -0.00101474 0.000208705 -0.00211087
internal_weight=0 2684 2620 2566 2475 2350 2167 125 183 2087 130 249 185 128
internal_count=2933 2684 2620 2566 2475 2350 2167 125 183 2087 130 249 185 128
is_linear=0
shrinkage=0.16829


Tree=7501
num_leaves=16
num_cat=0
split_feature=4 0 11 13 48 3 0 43 3 16 12 4 13 4 0
split_gain=0.145807 0.129238 0.110172 0.164729 0.0956017 0.0945835 0.109616 0.102647 0.0771284 0.0744113 0.0742945 0.104483 0.0730812 0.0498343 0.0225622
threshold=0.51395000000000002 0.15628500000000004 0.079700000000000007 0.032645000000000007 0.12036500000000001 -0.10337499999999998 -0.060094999999999989 -0.23933499999999996 -0.12077499999999998 -0.49057499999999993 -1.0000000180025095e-35 -0.011209999999999999 -0.15325499999999995 -0.49010499999999996 -0.079119999999999982
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 -7 -1 -2 11 -9 -12 -5 -6
right_child=9 -3 3 13 14 7 -8 10 -10 -11 12 -13 -14 -15 -16
leaf_value=0.0063335209849838961 0.001206445419502992 0.011141013361705086 0.012167628038271172 0.0058457447488903993 0 0.0097768521808793332 -0.0070742852434814638 -0.0054783210260905121 -0.0021348861454735676 -0.0075716044313022604 -0.0021345988953484787 0.0021662729706025652 0.0033122865177410564 -0.0015016920672501312 -0.0049569678046445858
leaf_weight=57 52 53 85 52 52 61 58 70 65 57 72 183 1911 52 53
leaf_count=57 52 53 85 52 52 61 58 70 65 57 72 183 1911 52 53
internal_value=0 0.00289804 0.00273973 0.0066674 0.00245153 0.00266272 -0.00104481 0.00295404 0.00180694 -0.00336743 0.0027671 4.40667e-05 0.00311361 0.00215475 -0.00251339
internal_weight=0 2824 2771 189 2582 2477 180 2297 122 109 2236 253 1983 104 105
internal_count=2933 2824 2771 189 2582 2477 180 2297 122 109 2236 253 1983 104 105
is_linear=0
shrinkage=0.16829


Tree=7502
num_leaves=16
num_cat=0
split_feature=1 1203 16 4 4 0 13 13 43 13 43 12 1443 13 16
split_gain=0.12356 0.119039 0.134554 0.0754156 0.137468 0.0875272 0.0728612 0.106114 0.135668 0.0589478 0.0687403 0.0706894 0.0816893 0.06913 0.052984
threshold=0.12313000000000002 0.084545000000000009 -0.081204999999999986 0.08920500000000002 0.51395000000000002 -0.061674999999999994 -0.098524999999999988 -0.17030499999999998 0.086765000000000023 0.25993500000000008 -0.16130499999999998 0.11819000000000002 0.059665000000000003 0.15867500000000004 -0.090964999999999976
decision_type=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 -9 10 13 12 14 -8 -12
right_child=3 2 -4 4 -6 -7 9 8 -10 -11 11 -13 -14 -15 -16
leaf_value=0.00084707742086047983 -0.0050294849852750142 -0.0069599555917387156 0.0040144866499543987 -9.768467045413982e-05 -0.0044412994244647629 0.0095420720989538924 -0.006101438558622929 0.01309352401526729 0.0027018363112112733 0.0070121164215805947 0.0042282662520993991 -0.0028611490671789754 0.0087903890221175569 0.0024401074315196784 0.0021123351017639362
leaf_weight=82 94 76 54 52 80 54 53 80 65 81 431 65 62 54 1550
leaf_count=82 94 76 54 52 80 54 53 80 65 81 431 65 62 54 1550
internal_value=0 0.00257115 -0.00238752 -0.00114171 0.000813415 0.00479619 0.00282737 0.00570993 0.00844757 0.00254159 0.0023773 0.00258887 0.00276314 -0.00177396 0.0025736
internal_weight=0 2653 130 280 186 106 2523 227 145 2296 2215 2108 2043 107 1981
internal_count=2933 2653 130 280 186 106 2523 227 145 2296 2215 2108 2043 107 1981
is_linear=0
shrinkage=0.16829


Tree=7503
num_leaves=25
num_cat=0
split_feature=1 3 3 1 12 14 3 51 1 49 1 42 51 52 12 12 52 3 48 131 43 12 1 43
split_gain=11.8236 3.33657 1.04816 0.975173 0.908449 0.51612 0.509774 0.456627 0.652554 0.327492 0.25542 0.161306 0.140331 0.136736 0.133178 0.129343 0.104609 0.225003 0.100824 0.0834594 0.157563 0.0717733 0.0688964 0.0272169
threshold=0.10557500000000002 -0.055994999999999996 0.3148450000000001 0.090650000000000022 0.088965000000000002 0.073890000000000011 0.0066850000000000008 -0.031924999999999995 0.12448500000000001 0.10449500000000002 0.12288500000000001 0.116275 -0.069834999999999994 -0.45635499999999996 -1.0000000180025095e-35 0.088725000000000012 -0.22118499999999996 -0.10859999999999999 0.08035500000000001 0.07635500000000002 -0.0050499999999999989 0.092900000000000024 0.11215000000000001 -0.07409499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 7 5 6 9 18 -3 22 11 16 13 21 -1 -15 -16 -2 -18 -5 20 -6 -11 -9 -10
right_child=1 2 -4 4 19 -7 -8 8 23 12 -12 -13 -14 14 15 -17 17 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0011795358063248738 0.0010062202918853745 0.00064887157565588611 4.08610045450793e-06 0.00064263631338053661 0.00079863772364175984 0.0012957751316522025 0.00090342332746538119 0.000405934613205457 9.1648139948320931e-05 0.0010594743864605106 0.00062181299652859729 0.00090419169831161832 0.00077683998997680158 0.00090073923258863174 0.0010774577197255073 0.0010109876285362988 0.00066571913612524665 0.00096310724928304369 0.00044088762348112523 0.0010838508761064826 0.0010257647625620692 0.00087868447140794417 0.00055576111198479719 0.00019922033981782111
leaf_weight=87 54 67 91 59 52 82 73 64 54 52 55 92 73 73 783 587 53 61 53 84 103 52 77 52
leaf_count=87 54 67 91 59 52 82 73 64 54 52 55 92 73 73 783 587 53 61 53 84 103 52 77 52
internal_value=0 0.000494926 0.000316307 0.0010058 0.000862347 0.00103811 0.000688124 0.000406679 0.00034084 0.00102635 0.000819166 0.00104118 0.000890192 0.0010494 0.00104153 0.001049 0.000883566 0.000825157 0.000547481 0.000997058 0.000949795 0.000969418 0.000488005 0.000144752
internal_weight=0 628 405 2305 424 1881 185 314 247 1799 223 1622 177 1530 1443 1370 168 114 112 239 155 104 141 106
internal_count=2933 628 405 2305 424 1881 185 314 247 1799 223 1622 177 1530 1443 1370 168 114 112 239 155 104 141 106
is_linear=0
shrinkage=0.0032998


Tree=7504
num_leaves=15
num_cat=0
split_feature=1 1203 3 47 0 0 4 1454 52 401 34 1 52 3
split_gain=0.117341 0.0814529 0.10482 0.0840326 0.0796868 0.0815347 0.0809376 0.0655986 0.0594843 0.0845351 0.0694724 0.0556665 0.0510778 0.0279757
threshold=0.12381000000000002 0.084545000000000009 -0.084524999999999975 0.120245 0.15312500000000004 -0.18240499999999996 0.032770000000000001 0.091445000000000012 0.088115000000000013 0.079655000000000017 -1.0000000180025095e-35 0.14720000000000003 -1.0000000180025095e-35 0.12955000000000003
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 8 10 -10 -7 12 -2 -14
right_child=11 2 -4 -5 -6 7 -8 -9 9 -11 -12 -13 13 -15
leaf_value=0.0033946383870702224 0.001329917444595749 -0.0055054631755804776 0.0040556867307457297 -0.0033220511902218508 0.0096047315596923602 0.0075920776526341716 0.011758613686726578 -0.0021128382050635626 0.0052156185439790059 -0.0011571593476132852 0.0022675426452011108 0.0029540416560872767 -0.0065344624578267717 -0.0014023637032697491
leaf_weight=74 70 72 59 56 55 73 60 72 519 66 1551 81 71 54
leaf_count=74 70 72 59 56 55 73 60 72 519 66 1551 81 71 54
internal_value=0 0.00289613 -0.00118558 0.00310852 0.00325504 0.00310969 0.00715311 0.00287137 0.00303464 0.00449357 0.00250799 -0.000744588 -0.00229016 -0.00433177
internal_weight=0 2657 131 2526 2470 2415 134 2281 2209 585 1624 276 195 125
internal_count=2933 2657 131 2526 2470 2415 134 2281 2209 585 1624 276 195 125
is_linear=0
shrinkage=0.16829


Tree=7505
num_leaves=25
num_cat=0
split_feature=3 2 13 2 2 457 2 12 12 12 3 2 2 1210 401 12 16 3 13 13 42 3 39 160
split_gain=5.80621 2.42467 1.35625 0.897691 0.836267 0.512551 0.424539 0.295009 0.332792 0.261104 0.27389 0.279416 0.203578 0.148406 0.200974 0.309735 0.139653 0.129245 0.118007 0.116168 0.0954117 0.0900475 0.0679202 0.0604272
threshold=-0.053364999999999996 0.14870000000000003 -0.00027999999999999998 0.12068000000000001 -0.026084999999999994 0.092565000000000022 0.10251500000000001 0.056995000000000011 0.10184000000000001 -0.010419999999999997 0.11391500000000002 0.085730000000000015 0.084535000000000013 -0.079004999999999978 0.077490000000000017 0.086315000000000017 -0.16956499999999999 -0.086064999999999989 -0.098524999999999988 0.076825000000000018 0.084805000000000005 -0.073444999999999983 0.089940000000000006 -0.010599999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 -2 9 12 -1 13 -4 11 -11 -6 -9 16 -16 20 -5 -18 21 -15 -10 -8 -13
right_child=1 -3 5 17 6 -7 22 8 19 10 -12 23 -14 14 15 -17 18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00072835183388748925 0.00023952075487339853 0.00014189796300586108 0.0006818013178452319 0.00055543582077718424 0.00064101747456923267 0.00054011294845313085 0.00057559799069760778 0.00087491932097677537 0.00070190800540420215 0.0011893502632684221 0.0007432336199228195 0.00099580549558833339 0.00090969607800782111 0.00077803801724812816 0.0013226631010138717 0.0010107762966654137 0.0011351118289332982 0.00078339982852016258 0.00099676937858073555 0.00096403239557625337 0.00097125617479688073 0.00087286251537810626 0.00043121751378585367 0.00084509274912630676
leaf_weight=52 73 97 52 55 61 52 101 103 56 61 59 59 65 54 55 100 75 57 1276 89 65 97 59 69
leaf_count=52 73 97 52 55 61 52 101 103 56 61 59 59 65 54 55 100 75 57 1276 89 65 97 59 69
internal_value=0 0.000631746 0.000698525 0.000960342 0.000555531 0.000844264 0.000636067 0.000976309 0.000982837 0.000896866 0.000941818 0.00100362 0.000779901 0.000999021 0.00100687 0.00112167 0.000994736 0.000671768 0.00100448 0.000867123 0.000883873 0.000810521 0.000522578 0.000914837
internal_weight=0 808 711 2134 359 352 286 2022 1970 300 248 189 126 1728 1625 155 1470 112 1351 242 119 153 160 128
internal_count=2942 808 711 2134 359 352 286 2022 1970 300 248 189 126 1728 1625 155 1470 112 1351 242 119 153 160 128
is_linear=0
shrinkage=0.0032998


Tree=7506
num_leaves=14
num_cat=0
split_feature=1 156 1204 1210 401 403 16 16 1 1 39 402 156
split_gain=0.211017 0.160502 0.148637 0.121342 0.107371 0.139201 0.0969873 0.155091 0.12172 0.0634937 0.095034 0.0349761 0.0315419
threshold=0.15390500000000004 0.11605500000000001 -0.082759999999999986 -0.079004999999999978 0.083100000000000021 -1.0000000180025095e-35 -0.018754999999999997 -0.011849999999999998 0.09258000000000001 0.13831000000000002 0.098100000000000007 0.10708500000000001 0.13428000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 9 -8 -9 10 -5 -7 -3
right_child=-2 12 3 4 5 11 7 8 -10 -11 -12 -13 -14
leaf_value=0.009021800052389839 -0.0077029914427508162 0.011214233652857725 -0.0036394194156810643 0.0011756147179403115 0.013502316559691618 0.0011986992200573518 0.0094943987186111543 0.0038492909105514454 -0.00047075449007029076 0.0067275203473913204 -0.0061606114207899566 0.0064267376693438304 0.0057028176231341612
leaf_weight=92 57 64 99 1267 53 86 103 632 260 55 52 64 58
leaf_count=92 57 64 99 1267 53 86 103 632 260 55 52 64 58
internal_value=0 0.00262961 0.00236495 0.00213499 0.00235795 0.00607692 0.00203851 0.0033048 0.00258807 0.00112021 0.000885031 0.00344131 0.00860878
internal_weight=0 2885 2763 2671 2572 203 2369 995 892 1374 1319 150 122
internal_count=2942 2885 2763 2671 2572 203 2369 995 892 1374 1319 150 122
is_linear=0
shrinkage=0.16829


Tree=7507
num_leaves=22
num_cat=0
split_feature=4 1 42 39 43 1 457 3 12 12 1 40 4 1 1 2 1210 475 2 43 2
split_gain=0.151095 0.13096 0.122131 0.107272 0.0997985 0.0927171 0.0908692 0.13374 0.215964 0.143211 0.211635 0.181708 0.0953254 0.185496 0.117368 0.0867528 0.0828289 0.0668903 0.0572414 0.0326848 0.0235859
threshold=0.24099500000000004 0.14646500000000004 0.087120000000000017 0.08481000000000001 -0.49922499999999997 0.10378000000000001 0.13951000000000002 -0.0048549999999999991 0.083885000000000015 0.083310000000000009 0.086115000000000011 -0.0020749999999999996 0.0063750000000000013 0.087915000000000007 0.10696000000000001 0.10523 -0.080804999999999974 0.060190000000000007 0.10928500000000001 -0.015924999999999998 0.12336000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 -4 -1 -2 7 8 9 10 19 -12 13 -9 -15 -7 -10 18 -18 -6 -17
right_child=1 -3 3 -5 6 15 -8 12 16 -11 11 -13 -14 14 -16 20 17 -19 -20 -21 -22
leaf_value=0.0086543532182486362 -0.0035106610740891428 -0.0082806771508580901 -0.0090973845009550622 0.00036620119458432313 0.0077285862318589435 0.010179107322258822 -0.0045507486011289377 -0.0024325950937355177 -0.0021691015426254004 -0.0085362229861813011 0.00027504417193715224 -0.012378131963197266 0.010004331989139689 0.012527149563805193 0.0025991432794236539 -0.00046653846590738549 0.0028501802149622332 -0.0029137271732705768 0.006111398837061857 0.0021893470953554301 0.0042722590449586388
leaf_weight=73 52 59 59 79 61 54 53 85 92 73 81 53 100 68 68 56 1428 52 172 62 62
leaf_count=73 52 59 59 79 61 54 53 85 92 73 81 53 100 68 68 56 1428 52 172 62 62
internal_value=0 -0.000927564 0.000265909 -0.00366681 0.00251362 0.00269676 0.00232977 0.00248278 0.0019867 -0.00195797 -8.2449e-05 -0.00471616 0.00568239 0.00371863 0.00757636 0.00458387 0.00273415 0.0030083 0.00320188 0.00495106 0.00200811
internal_weight=0 421 362 138 2521 224 2448 2395 2074 330 257 134 321 221 136 172 1744 1652 1600 123 118
internal_count=2942 421 362 138 2521 224 2448 2395 2074 330 257 134 321 221 136 172 1744 1652 1600 123 118
is_linear=0
shrinkage=0.16829


Tree=7508
num_leaves=10
num_cat=0
split_feature=4 40 149 150 10 1204 42 0 4
split_gain=0.116778 0.0988156 0.144522 0.0977101 0.129531 0.0940661 0.073163 0.0991338 0.0749247
threshold=0.62720500000000012 -0.085054999999999978 0.079475000000000004 0.11656000000000001 -0.084514999999999993 -0.082759999999999986 -0.096114999999999992 -0.074504999999999988 0.31392000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -6 7 -7 -8
right_child=-2 2 -4 -5 5 6 8 -9 -10
leaf_value=-0.0034126824227100573 -0.0057236106131037584 0.010046204986274289 0.010265090602106687 -0.0034277759315720704 0.0071768749564545325 0.0023278870161073501 0.0016620676141526061 0.010627215207594794 -0.0020360432555552675
leaf_weight=98 59 56 59 96 91 140 2118 58 167
leaf_count=98 59 56 59 96 91 140 2118 58 167
internal_value=0 0.00183279 0.00201801 0.00183886 0.00203179 0.00185673 0.00166102 0.00476808 0.001391
internal_weight=0 2883 2785 2726 2630 2574 2483 198 2285
internal_count=2942 2883 2785 2726 2630 2574 2483 198 2285
is_linear=0
shrinkage=0.16829


Tree=7509
num_leaves=24
num_cat=0
split_feature=2 2 2 0 2 3 0 0 14 52 3 52 49 42 1213 52 1456 132 0 1213 2 3 52
split_gain=7.90856 3.1166 2.15694 1.69855 1.07941 1.05772 0.990067 0.79337 0.66822 0.386823 0.335535 0.272759 0.247331 0.220046 0.26074 0.146336 0.145866 0.150541 0.144954 0.115616 0.112634 0.110457 0.075735
threshold=0.12026500000000001 -1.0000000180025095e-35 0.098655000000000007 -0.13843999999999998 0.16730000000000003 1.0000000180025095e-35 -0.07385499999999999 -0.082234999999999989 0.073890000000000011 -0.45635499999999996 0.085880000000000012 0.029970000000000007 0.065470000000000014 0.086435000000000012 0.067955000000000002 -0.069059999999999996 0.083870000000000014 1.0000000180025095e-35 -0.14920999999999998 -0.077179999999999985 0.10669500000000001 -0.053364999999999996 -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 5 8 18 7 6 -1 -2 10 -5 13 22 21 16 19 -12 17 -3 -4 -15 -13 -9 -11
right_child=4 2 3 9 -6 -7 -8 12 -10 11 15 20 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0011076561447892562 0.00033441634389677643 0.0011123037936524277 0.00065771673713775744 0.00116791435724545 0.00013055071794278194 0.0002293591035957313 0.00056911523665392283 0.00072403071078057293 0.0013959888658757311 0.00088562714095196358 0.0010475201582411209 0.0011312381433165692 0.00087221702252797363 0.001136326795691797 0.001253147286951638 0.0008016053597434303 0.0012779819953981069 0.0012487211067835912 0.00044568565889194472 0.0010202313547554513 0.00093984182030035115 0.00050615156053353532 0.00071980485990296784
leaf_weight=60 91 767 95 100 73 52 99 52 86 77 52 65 68 122 73 58 82 105 58 521 78 53 55
leaf_count=60 91 767 95 100 73 52 99 52 86 77 52 65 68 122 73 58 82 105 58 521 78 53 55
internal_value=0 0.00102373 0.00105764 0.00087113 0.000486319 0.000638857 0.00077256 0.00058456 0.0011104 0.000990808 0.00109658 0.000926278 0.000715936 0.00110831 0.00106386 0.000918176 0.00114163 0.00112877 0.000577569 0.00104231 0.00102709 0.000614389 0.000816801
internal_weight=0 2605 2394 528 337 211 159 264 1866 375 1780 275 173 1670 716 110 954 872 153 643 143 105 132
internal_count=2942 2605 2394 528 337 211 159 264 1866 375 1780 275 173 1670 716 110 954 872 153 643 143 105 132
is_linear=0
shrinkage=0.0032998


Tree=7510
num_leaves=32
num_cat=0
split_feature=1 1 0 3 1 0 0 16 16 147 1455 13 0 16 3 16 13 16 3 13 1446 3 39 16 3 0 13 133 150 0 1
split_gain=4.45356 0.91731 0.712711 0.443276 0.408722 0.486316 0.293587 0.210222 0.425532 0.207604 0.199016 0.192673 0.175018 0.251681 0.147414 0.141255 0.184315 0.132802 0.123187 0.115072 0.104952 0.108078 0.100038 0.095506 0.083599 0.0646808 0.0627927 0.0529399 0.052763 0.0250118 0.0186555
threshold=0.10398500000000001 0.13662500000000002 -0.12259499999999998 -0.020049999999999995 0.092845000000000025 -0.098429999999999976 -0.079249999999999987 -0.0021749999999999994 0.014185000000000001 0.084485000000000018 0.077610000000000012 -0.071389999999999995 -0.024974999999999997 -0.40430999999999989 0.040040000000000006 -0.076439999999999994 0.036560000000000002 -0.082359999999999989 -0.072649999999999978 -0.0073899999999999999 0.088645000000000015 -0.073159999999999989 0.087735000000000021 0.23599500000000004 -0.053364999999999996 -0.073664999999999994 -0.083199999999999982 0.089400000000000021 1.0000000180025095e-35 -0.071749999999999994 0.096255000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 14 11 6 -6 7 9 -9 10 20 -4 13 -3 -2 17 18 -8 25 -20 21 -1 -5 -13 29 -17 -10 -27 -16 30 -7
right_child=1 12 3 22 5 24 15 8 26 -11 -12 23 -14 -15 28 16 -18 -19 19 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31 -32
leaf_value=0.00066768122043816636 8.7337339692347582e-05 2.8384200146256507e-05 0.00043743669394086932 0.0004269603845406582 0.00027749274430770402 0.00064527065883241634 0.00056481363851759985 0.00094119854918983822 0.00072463422571680683 0.00045622775843269801 0.00084009431875315592 0.00057975740487383202 -3.8050926194726569e-05 0.00033203899852585287 0.00036225442038213172 0.00055861280643256439 0.00043092605004026109 0.0007813411603165908 0.00044034364818227196 0.00063624940766516082 0.00080067230170281561 0.00057478478856231316 0.00022388380050715619 0.0007581034708689275 0.00047768514441263554 0.00075104827127893371 0.00056795288125448837 0.00062423379082978021 0.00021715831543842488 0.00069631112660034828 0.00055256030163562848
leaf_weight=851 55 56 68 52 69 62 56 95 57 52 73 83 52 64 62 69 93 74 84 56 57 170 56 58 52 73 62 83 52 53 53
leaf_count=851 55 56 68 52 69 62 56 95 57 52 73 83 52 64 62 69 93 74 84 56 57 170 56 58 52 73 62 83 52 53 53
internal_value=0 0.000328684 0.000402011 0.000494372 0.000636767 0.000520154 0.000653558 0.000679447 0.000775708 0.000662294 0.000671573 0.000583282 0.000121287 0.000190627 0.000228556 0.00059111 0.000563435 0.000688339 0.000597101 0.000518958 0.000660129 0.000652248 0.000321988 0.000653369 0.000596101 0.000645567 0.000643298 0.000683802 0.000296379 0.000632544 0.00060285
internal_weight=0 658 486 317 2294 289 2005 1417 214 1203 1151 209 172 120 169 588 458 130 365 140 1078 1021 108 141 220 225 119 156 114 168 115
internal_count=2952 658 486 317 2294 289 2005 1417 214 1203 1151 209 172 120 169 588 458 130 365 140 1078 1021 108 141 220 225 119 156 114 168 115
is_linear=0
shrinkage=0.0032998


Tree=7511
num_leaves=28
num_cat=0
split_feature=1 1 4 2 0 0 151 1 0 4 0 4 3 3 1375 50 50 0 3 484 4 0 2 2 2 2 0
split_gain=9.73427 1.60878 1.17941 1.16402 1.20164 0.638281 0.473295 0.469236 0.421134 0.483329 0.407564 0.431725 0.255883 0.522044 0.220072 0.216521 0.194648 0.364311 0.151962 0.140084 0.316096 0.293779 0.179983 0.0827911 0.0778912 0.0743136 0.0611615
threshold=0.10749500000000002 0.13276500000000002 -0.040394999999999993 0.093320000000000014 -0.13165999999999997 -0.14680499999999999 -0.0017399999999999998 0.092845000000000025 0.13304000000000002 -0.17568999999999999 -0.024974999999999997 0.27020000000000005 -0.016814999999999997 0.084670000000000009 -0.066804999999999989 -0.10146999999999999 0.08568000000000002 -0.076204999999999981 -0.073984999999999981 -0.0010549999999999997 0.0060300000000000015 -0.090164999999999981 0.084970000000000004 0.11098000000000001 0.098970000000000016 0.088135000000000005 -0.086354999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 -5 -4 -7 12 9 -6 11 -3 14 -14 -1 -11 17 -9 24 21 22 -16 -21 -8 -17 -23 -20
right_child=1 10 5 4 8 6 23 16 -10 15 -12 -13 13 -15 19 18 -18 -19 26 20 -22 25 -24 -25 -26 -27 -28
leaf_value=0.0012671870539173544 0.0010787728468978049 0.00061612493384091249 0.00034310034126653472 0.00056688198067298074 0.0011962846665119933 0.00041276691030998973 0.00084490679739047904 0.00097999110427838773 0.00066712567897989083 0.0011403862436750345 8.2505486016572958e-05 0.0002589645298866448 0.0014693948907214876 0.0010441503508850508 0.0013138575656374658 0.00089963124195710802 0.0010472871976640657 0.00063574145111220748 0.00093795621620777314 0.0011040465081544085 0.00080873298749623642 0.0009891284907323735 0.0010106868243435724 0.00067825924219356182 0.0010219118844094928 0.0011518403012033781 0.00080759405565269081
leaf_weight=57 62 60 89 103 93 53 87 82 53 52 64 97 54 78 68 109 77 58 60 424 63 93 519 57 140 52 148
leaf_count=57 62 60 89 103 93 53 87 82 53 52 64 97 54 78 68 109 77 58 60 424 63 93 519 57 140 52 148
internal_value=0 0.000525621 0.000665532 0.00100614 0.000899045 0.000575825 0.000680786 0.00105607 0.000951225 0.000976179 0.000305149 0.000395683 0.00107823 0.00121838 0.0010637 0.000935893 0.000912184 0.000837625 0.000912548 0.00105416 0.00103746 0.00113285 0.0010527 0.000779187 0.000968525 0.00104772 0.000845368
internal_weight=0 569 348 2383 758 286 197 1625 655 602 221 157 1408 132 1276 509 217 140 457 1219 1006 213 943 144 249 145 208
internal_count=2952 569 348 2383 758 286 197 1625 655 602 221 157 1408 132 1276 509 217 140 457 1219 1006 213 943 144 249 145 208
is_linear=0
shrinkage=0.0032998


Tree=7512
num_leaves=27
num_cat=0
split_feature=0 1 52 16 52 16 10 52 0 48 12 155 4 51 52 16 4 160 12 51 1 1 52 2 4 12
split_gain=0.166342 0.379403 0.14839 0.277742 0.131487 0.230231 0.197113 0.141515 0.13094 0.119107 0.101729 0.12403 0.0939906 0.146582 0.114416 0.177652 0.148585 0.0819575 0.072865 0.0602338 0.0752574 0.051397 0.033391 0.0297235 0.019539 0.0192702
threshold=-0.13619499999999998 0.083065000000000014 -0.054584999999999995 -0.47730499999999992 0.092120000000000021 0.092980000000000021 -0.089679999999999982 0.10676000000000001 -0.071749999999999994 0.088005000000000014 0.099510000000000015 0.11860500000000002 -0.08231999999999999 0.046060000000000011 -0.062309999999999997 -0.0021749999999999994 -0.037689999999999994 -0.54243999999999992 0.084175000000000014 0.11326500000000002 0.092395000000000019 0.081540000000000015 -1.0000000180025095e-35 0.098290000000000002 -0.00045499999999999995 0.091585000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 -4 6 7 -2 25 17 -3 11 12 13 18 16 -16 -14 -9 -8 20 -19 -10 23 -12 -24 -6
right_child=4 2 3 -5 5 -7 10 8 21 -11 22 -13 14 -15 15 -17 -18 19 -20 -21 -22 -23 24 -25 -26 -27
leaf_value=0.01039896720164395 -0.0040016393329953453 -0.0027143289931200101 0.0010089974713086123 -0.011558508867687939 -0.0046564608646150968 -0.0084041614944369344 -0.0014373742857608214 0.0080609559548330805 0.0057353802568990047 0.008299637702499996 0.0069926268696433253 0.013734371084466516 0.011232059764477149 0.011081633367050927 0.0066027184020421535 0.015555495740782745 0.0025669275852428491 0.002111134142845715 0.003587377039485899 0.0056184067879394778 -0.005031027399161947 0.013061604241736515 0.0023358008502523935 0.0016990152551263145 -0.0019091028425191176 -0.0001833201645806857
leaf_weight=85 69 57 103 96 53 55 114 64 56 54 52 52 67 60 641 70 350 128 285 68 62 55 56 74 68 58
leaf_count=85 69 57 103 96 53 55 114 64 56 54 52 52 67 60 641 70 350 128 285 68 62 55 56 74 68 58
internal_value=0 0.000434648 -0.00229171 -0.00504469 0.00415048 0.00196356 0.0048186 0.00301507 0.00439079 0.00262763 0.00514173 0.00562466 0.0053578 0.00331904 0.00618581 0.00748667 0.00396348 0.00266475 0.00214723 0.0013192 -0.00021001 0.00938168 0.0019685 0.00389794 0 -0.00233533
internal_weight=0 395 310 199 2557 599 1958 544 433 111 1889 1639 1587 459 1128 711 417 322 399 258 190 111 250 126 124 111
internal_count=2952 395 310 199 2557 599 1958 544 433 111 1889 1639 1587 459 1128 711 417 322 399 258 190 111 250 126 124 111
is_linear=0
shrinkage=0.16829


Tree=7513
num_leaves=11
num_cat=0
split_feature=3 0 147 0 149 1452 148 51 1447 1
split_gain=0.197625 0.271913 0.149576 0.132447 0.124078 0.115922 0.0947577 0.121474 0.0787762 0.0649934
threshold=-0.23394499999999999 0.080385000000000012 0.08975000000000001 -0.098064999999999986 1.0000000180025095e-35 0.08790000000000002 -0.083019999999999983 0.14083500000000002 -0.085804999999999979 0.10442000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -4 5 6 -2 8 -8 -1
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11
leaf_value=0.0060107053547902144 -0.003792316522104525 -0.0062191135236083382 -0.0089604591787997411 0.0029213313981144512 -0.0035543199129976083 0.0094268513634099948 -0.0016921277864232445 0.0099969310952447033 0.0034264094750762228 0.01446800409139562
leaf_weight=53 52 92 54 52 72 91 88 78 2268 52
leaf_count=53 52 92 54 52 72 91 88 78 2268 52
internal_value=0 0.00277449 0.00307547 -0.00311471 0.00332385 0.00351672 0.00329966 0.00345191 0.00323446 0.0102162
internal_weight=0 2847 2755 106 2649 2577 2486 2434 2356 105
internal_count=2952 2847 2755 106 2649 2577 2486 2434 2356 105
is_linear=0
shrinkage=0.16829


Tree=7514
num_leaves=32
num_cat=0
split_feature=3 3 9 12 12 147 13 13 16 12 16 12 52 12 0 13 13 3 0 13 0 3 16 13 52 12 12 13 16 3 12
split_gain=13.5421 4.69765 1.53329 1.17677 1.34192 0.938463 1.01118 0.654662 0.905726 0.643348 0.581524 0.437139 0.271271 0.257538 0.413799 0.223018 0.35103 0.188121 0.173781 0.166007 0.202959 0.24277 0.239046 0.142782 0.121 0.119574 0.113847 0.0950033 0.0880818 0.0466476 0.00825826
threshold=-0.049204999999999992 0.3148450000000001 -1.0000000180025095e-35 0.023990000000000004 0.092735000000000026 0.089245000000000005 -1.0000000180025095e-35 0.044405000000000007 -0.03614499999999999 -0.095319999999999988 -0.39761999999999992 -0.083979999999999985 -0.037619999999999994 0.11619500000000001 0.048825000000000007 0.17888000000000001 0.041960000000000004 0.090170000000000014 -0.10462499999999998 -0.010129999999999998 -0.105195 -0.087864999999999985 -0.091354999999999978 -0.044684999999999996 0.087665000000000007 0.088825000000000015 0.086115000000000011 -0.0045949999999999993 -0.016354999999999998 0.09722500000000002 0.086385000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 6 9 8 29 -4 -6 -11 -13 14 15 16 -12 -10 -3 20 -5 28 26 -24 25 27 -23 -21 -22 -8 -29
right_child=1 18 5 4 10 -7 7 -9 17 11 13 12 -14 -15 -16 -17 -18 -19 -20 24 21 22 23 -25 -26 -27 -28 30 -30 -31 -32
leaf_value=0.00061588349561816685 0.00019276011244771717 1.0517386172372283e-05 0.00089409245169408684 0.00094878715796444066 0.00062955692643946386 0.00026010541942905307 0.00077675350608100407 0.00054756265823272996 0.001265831723803783 0.00025017750765046829 0.00097581202661273041 0.00041354379229428898 0.0007120047429701893 0.00079967101017582357 0.001258230570440306 0.001162014685932465 0.00072229673996329266 0.0010089862044437093 -0.0002586347557862979 0.0013908558904910959 0.0011373027383376052 0.0013324557199854922 0.0010723828506728039 0.00088757430989622372 0.0010487759996757932 0.001108623775067075 0.001136571318553486 0.001252347038097727 0.0013146639470746865 0.00063168836847843249 0.0011706181404795867
leaf_weight=71 78 52 53 99 61 52 52 61 54 61 446 58 80 90 58 57 70 80 52 53 58 53 577 52 61 77 99 53 78 54 52
leaf_count=71 78 52 53 99 61 52 52 61 54 61 446 58 80 90 58 57 70 80 52 53 58 53 577 52 61 77 99 53 78 54 52
internal_value=0 0.000529329 0.00062882 0.00103488 0.00104907 0.000684981 0.00072487 0.000854214 0.000932008 0.000570235 0.000940581 0.000483805 0.00058682 0.000966847 0.000990635 0.000963487 0.000941489 0.00111275 -0.00012372 0.00111371 0.00109322 0.00110877 0.001086 0.00105716 0.00118393 0.00121886 0.0012051 0.00127236 0.00123928 0.000703185 0.00121221
internal_weight=0 787 683 2165 2094 605 553 301 240 252 782 199 138 721 631 573 516 134 104 1312 1016 917 781 629 296 235 152 158 136 106 105
internal_count=2952 787 683 2165 2094 605 553 301 240 252 782 199 138 721 631 573 516 134 104 1312 1016 917 781 629 296 235 152 158 136 106 105
is_linear=0
shrinkage=0.0032998


Tree=7515
num_leaves=30
num_cat=0
split_feature=3 3 43 15 52 15 48 43 12 52 3 150 15 40 15 3 130 11 3 13 3 13 156 130 12 52 15 52 3
split_gain=7.87158 3.46932 2.13989 1.15486 0.516046 0.443215 0.43403 0.427926 0.44099 0.328427 0.314981 0.287881 0.507686 0.168415 0.163379 0.157921 0.140739 0.149885 0.174173 0.09061 0.0895308 0.117682 0.0884933 0.0807433 0.0634836 0.0668871 0.0780241 0.0687646 0.0369311
threshold=-0.059315 0.28833000000000003 -0.031974999999999996 -0.24511999999999998 -0.082384999999999986 -0.24211499999999997 0.083980000000000013 -0.48891499999999993 0.093455000000000024 0.042815000000000006 0.093925000000000022 0.082085000000000019 -0.025879999999999997 -0.082079999999999986 -0.039149999999999997 -1.0000000180025095e-35 0.006490000000000001 0.077330000000000024 -0.10859999999999999 -0.47365999999999991 -0.077754999999999977 -0.057284999999999996 0.083840000000000012 0.089015000000000025 0.11160500000000002 0.024870000000000003 0.091490000000000016 0.11794500000000001 0.11995000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 22 -2 -7 -5 11 10 15 16 -13 -8 20 -6 17 18 -9 -3 -10 -22 -4 -18 25 26 -16 -27 -12
right_child=1 19 4 7 9 6 13 8 14 -11 28 12 -14 -15 24 -17 23 -19 -20 -21 21 -23 -24 -25 -26 27 -28 -29 -30
leaf_value=0.00055109990985107934 0.00032235032487862135 0.00024419403694629519 0.00098805870335191381 0.0013093315204209558 0.00074521272547148148 0.0007676695014236138 0.0003322377157636115 0.00089491177813388813 0.00081834094132378734 0.00098633206283244403 0.00055730518814948158 0.0007081575702675856 0.001107038952750733 0.00059168898801930617 0.0010565692749659355 0.0010033748408014599 0.0012656751924215151 0.0012257401639834515 0.0010737270021440037 6.6821078837198233e-05 0.0010299691129977884 0.00083220699279162305 0.0011782570326060349 0.0011085491490586752 0.00089645193882684129 0.0011753275905399107 0.00090452633735255519 0.0010178816082115415 0.00068703339984748789
leaf_weight=53 83 61 57 66 52 99 54 66 103 95 53 64 78 57 78 55 72 68 936 66 85 58 58 85 52 57 81 80 53
leaf_count=53 83 61 57 66 52 99 54 66 103 95 53 64 78 57 78 55 72 68 936 66 85 58 58 85 52 57 81 80 53
internal_value=0 0.000655275 0.000744442 0.00103336 0.000894699 0.000527396 0.000608271 0.00104594 0.00103707 0.000823796 0.000751138 0.00106988 0.00092751 0.000465787 0.000961397 0.000878242 0.00108632 0.00107242 0.00106198 0.000152293 0.00089502 0.000950004 0.00108429 0.00118083 0.00100822 0.00102773 0.000979335 0.00108365 0.000622502
internal_weight=0 843 716 2082 423 293 210 2029 1963 308 213 1369 142 111 594 107 1227 1070 1002 127 246 143 115 157 348 296 159 137 106
internal_count=2925 843 716 2082 423 293 210 2029 1963 308 213 1369 142 111 594 107 1227 1070 1002 127 246 143 115 157 348 296 159 137 106
is_linear=0
shrinkage=0.0032998


Tree=7516
num_leaves=26
num_cat=0
split_feature=1 2 3 39 1 4 150 1 43 4 3 3 2 13 14 52 2 43 484 133 1429 156 4 4 156
split_gain=22.5516 5.4609 2.76158 1.91037 1.58179 1.52272 1.09786 1.8267 1.0322 1.06335 0.797191 0.505768 0.487453 0.328334 0.302979 0.229019 0.183534 0.199047 0.195629 0.173519 0.156301 0.29649 0.139911 0.139263 0.065922
threshold=0.10442000000000001 0.14253500000000002 -0.049204999999999992 0.0039300000000000003 0.088035000000000016 0.41377500000000006 0.083680000000000018 0.085410000000000014 -0.064539999999999986 0.40736500000000003 -0.081184999999999993 0.28833000000000003 0.12414000000000001 -0.084674999999999986 0.077140000000000014 -0.090084999999999985 0.097110000000000016 -0.076364999999999988 0.062285000000000007 0.085980000000000015 0.048630000000000007 0.083490000000000023 -0.079524999999999985 -0.097349999999999978 0.087400000000000019
decision_type=2 2 2 2 2 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 15 10 24 19 13 14 -3 20 -10 16 -2 18 -18 23 -4 21 22 -12 -1 -8
right_child=1 11 8 4 -6 -7 7 -9 9 -11 12 -13 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0016908647778050008 0.0014761704579509688 0.00027355417439841337 0.00029270196026730955 0.0013539885172896191 0.00063418166676804002 0.00067390129283461807 0.0015263014646321707 0.00076231780214577047 0.00084388661293501716 0.00054114598357979187 0.0012169860107278045 -0.00015330092841163572 0.0010597146596601928 0.0012114381845749231 0.001746602389568027 0.0012087823900806581 0.0012727360026176461 0.0015258817463508995 0.0013694965199462215 0.00053918982586603195 0.0012273195526847098 0.0015823369895104416 0.001393663483490107 0.0015143868261989044 0.0013544614994146851
leaf_weight=56 63 63 59 71 63 54 56 71 54 90 57 58 53 54 55 85 84 61 102 68 63 91 582 757 55
leaf_count=56 63 63 59 71 63 54 56 71 54 90 57 58 53 54 55 85 84 61 102 68 63 91 582 757 55
internal_value=0 0.000701157 0.000846314 0.00139898 0.00101583 0.00114954 0.00142293 0.00117672 0.000657741 0.000806874 0.00144576 6.86548e-05 0.00136891 0.00102799 0.00150403 0.00132284 0.00149141 0.00137947 0.00150911 0.000424957 0.00138953 0.00140348 0.00137796 0.00152659 0.00144147
internal_weight=0 648 527 2277 134 202 2143 182 325 198 1961 121 846 108 1115 148 1060 145 915 127 793 730 639 813 111
internal_count=2925 648 527 2277 134 202 2143 182 325 198 1961 121 846 108 1115 148 1060 145 915 127 793 730 639 813 111
is_linear=0
shrinkage=0.0032998


Tree=7517
num_leaves=20
num_cat=0
split_feature=12 49 49 12 43 376 43 160 160 483 1203 15 1428 14 12 52 16 51 48
split_gain=0.206201 0.242518 0.182703 0.129285 0.11775 0.155983 0.11814 0.112423 0.12385 0.111039 0.0876193 0.0798567 0.0787415 0.110342 0.0934602 0.123883 0.10896 0.063881 0.0610378
threshold=-1.0000000180025095e-35 -0.048359999999999993 -0.070754999999999985 -0.063029999999999989 -0.06372499999999999 0.084545000000000009 -0.085204999999999989 0.061085000000000007 0.10446500000000002 -0.23909499999999997 0.088820000000000024 -0.18498499999999998 0.088220000000000007 -0.23083499999999998 0.08648500000000002 0.0030150000000000008 0.0015850000000000003 -0.021529999999999997 0.085265000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 5 6 -1 10 -9 -10 12 -6 13 -3 15 -15 -16 -2 -19
right_child=1 7 -4 -5 11 -7 -8 8 9 -11 -12 -13 -14 14 16 -17 -18 18 -20
leaf_value=0.0013931484912740825 0.0074287455492565418 0.012740607530478995 -0.0077150658805736488 -0.0059648184389026722 0.0016293274751713672 0.0068011003801054072 -0.0079776326269772758 0.014183014877219045 0.012241020373517283 0.0028812846953217841 0.01101311371524521 0.0096778402193710041 -0.001462370686307823 0.0053570447556205141 0.0067714647324033737 0.00057595953547658735 0.0030774557295990173 -0.0031652930469989069 0.0035839160503265584
leaf_weight=78 58 53 62 64 65 63 74 86 56 102 71 77 52 350 873 275 308 63 95
leaf_count=78 58 53 62 64 65 63 74 86 56 102 71 77 52 350 873 275 308 63 95
internal_value=0 0.00502362 0.000330198 0.000992728 0.00224505 -0.000230776 -0.00315712 0.00560896 0.00902754 0.00621003 0.0051872 0.00600631 0.00496981 0.00515069 0.00492696 0.00325624 0.0058096 0.0026478 0.000881405
internal_weight=0 2504 278 421 357 215 152 2226 244 158 1982 142 1911 1859 1806 625 1181 216 158
internal_count=2925 2504 278 421 357 215 152 2226 244 158 1982 142 1911 1859 1806 625 1181 216 158
is_linear=0
shrinkage=0.16829


Tree=7518
num_leaves=23
num_cat=0
split_feature=1 12 13 4 123 14 4 4 4 12 4 16 13 1 13 484 150 12 12 16 1 13
split_gain=16.7036 3.52149 2.21391 1.41141 1.16124 0.716785 0.65521 0.542156 0.505202 0.432997 0.612203 0.521688 0.412686 0.531486 0.880369 0.345414 0.302239 0.176646 0.300186 0.120593 0.0988847 0.0603795
threshold=0.10123500000000001 -1.0000000180025095e-35 -0.27740999999999993 -0.111135 1.0000000180025095e-35 0.064610000000000015 0.032770000000000001 0.31392000000000003 0.055765000000000002 0.10508500000000001 -0.5055599999999999 -0.0069549999999999985 -0.0079349999999999993 0.12622500000000003 -0.11210999999999999 0.085560000000000011 0.083810000000000009 0.083335000000000006 0.097060000000000021 -0.026479999999999997 0.11869500000000001 -0.073724999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 12 -3 -4 5 6 9 8 -5 10 -1 16 13 -2 -15 -13 -12 -8 21 -11 -9 -19
right_child=1 2 3 7 -6 -7 17 20 -10 19 11 15 -14 14 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.0016222461088569898 0.0006123017447246166 0.00020991773240255549 0.0013255996134795276 0.00078091857006054198 0.0008094996776393809 0.0015530566367400024 0.00093874277116427199 0.0007371970502621719 0.0011398416589843898 0.0011588399655274395 0.0013148864618317657 0.0012083934472430465 0.00010523787474735641 0.00056015551109956166 5.7129275523881943e-06 0.00097253662533971108 0.0011135935688543837 0.0011694799593403439 0.0009718845827219562 0.00096247179109862997 0.00055361472207541001 0.0013213297617629845
leaf_weight=53 92 55 75 94 70 79 71 93 80 98 1010 369 57 62 63 85 91 85 82 57 52 52
leaf_count=53 92 55 75 94 70 79 71 93 80 98 1010 369 57 62 63 85 91 85 82 57 52 52
internal_value=0 0.000650959 0.000830919 0.000917517 0.00122915 0.00124291 0.00123096 0.000821463 0.000946143 0.00125499 0.00127118 0.00125919 0.000355933 0.000421621 0.000280998 0.00116431 0.00129828 0.00108471 0.00113187 0.00108685 0.000671604 0.00122737
internal_weight=0 723 449 394 2202 2132 2053 319 174 1763 1608 1555 274 217 125 454 1101 290 219 155 145 137
internal_count=2925 723 449 394 2202 2132 2053 319 174 1763 1608 1555 274 217 125 454 1101 290 219 155 145 137
is_linear=0
shrinkage=0.0032998


Tree=7519
num_leaves=24
num_cat=0
split_feature=3 0 150 3 13 0 3 49 0 157 1204 15 160 15 483 0 52 132 403 3 13 49 0
split_gain=0.252998 0.136944 0.121233 0.164339 0.148644 0.119679 0.101403 0.118498 0.148094 0.111459 0.0982606 0.090956 0.122957 0.0904628 0.0853138 0.0746195 0.0744495 0.0648525 0.0487956 0.0413806 0.0483287 0.0169788 0.00724424
threshold=0.28833000000000003 -0.11167499999999998 0.083435000000000023 -0.088584999999999983 -0.011514999999999999 -0.084369999999999987 -0.087604999999999975 0.10449500000000002 -0.17862999999999998 -0.07797999999999998 -0.0076699999999999989 0.09172000000000001 0.086620000000000016 0.084845000000000018 -0.14014999999999997 -0.12851999999999997 0.085730000000000015 0.079320000000000015 -0.078754999999999978 0.0035100000000000005 -0.068759999999999988 -0.077259999999999981 -0.090729999999999991
decision_type=2 2 2 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 22 9 8 -8 -1 18 12 13 17 -12 -16 -15 -11 -10 20 -9 -6 -5
right_child=1 -3 3 4 21 -7 7 19 10 11 14 -13 -14 16 15 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=-0.00031434339379128915 0.0020001332459619876 -0.0091380906140610552 -0.0063889231601621183 0.0017512872723062342 0.00074412491802405942 0.012634422452376875 0.012443445127310028 0.0022844641947761951 0.0061460797933155318 0.0070817364148736657 0.010580007619824361 0.0020509655652344175 0.016262398954742539 0.014825136293901966 -0.0012170793450096713 0.0043653404481245831 0.0073058739867143318 0.00067078484981770829 0.013363372305732623 0.0046284633020904926 -0.0040773741569159905 -0.0034938580703258938 0.0046381121528225487
leaf_weight=53 72 55 57 52 53 61 74 66 57 278 60 72 52 75 71 1308 77 54 52 52 69 53 52
leaf_count=53 72 55 57 52 53 61 74 66 57 278 60 72 52 75 71 1308 77 54 52 52 69 53 52
internal_value=0 -0.00280936 0.00486178 0.00181354 0.00354541 0.00670631 0.00526583 0.00461116 0.00507379 0.0070548 0.00472033 0.00770013 0.00845562 0.00761317 0.00434903 0.00407662 0.0110279 0.0060444 0.00960567 0.000588855 -0.000953834 -0.00135792 0.00321197
internal_weight=0 127 2798 328 271 165 2470 1809 1622 661 1548 608 536 484 1439 1379 152 332 109 187 135 106 104
internal_count=2925 127 2798 328 271 165 2470 1809 1622 661 1548 608 536 484 1439 1379 152 332 109 187 135 106 104
is_linear=0
shrinkage=0.16829


Tree=7520
num_leaves=17
num_cat=0
split_feature=15 3 123 2 151 2 15 43 1429 155 52 1429 12 15 133 15
split_gain=4.08436 2.21637 1.15777 0.901376 0.567482 0.394406 0.281107 0.262863 0.241879 0.221102 0.200092 0.195653 0.188628 0.164735 0.141428 0.0948296
threshold=-0.2987999999999999 0.28833000000000003 0.081180000000000016 0.099845000000000003 -0.065174999999999983 0.14132000000000003 -0.43587999999999999 -0.078844999999999985 0.056450000000000007 0.082265000000000019 0.51371000000000011 0.086350000000000024 0.091290000000000024 -0.14803999999999998 0.40408500000000008 -0.50173499999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 10 -5 8 15 -4 9 -6 11 12 13 -2 -14 -1
right_child=1 -3 7 4 5 -7 -8 -9 -10 -11 -12 -13 14 -15 -16 -17
leaf_value=0.00032265708157756877 0.001090122561048024 0.00029396655932135252 0.00043035585145087573 0.00046872486674856626 0.00073588138583862654 0.00050971953835237315 0.00013374318681431155 0.00072700036431314248 0.0010192007100852968 0.00093961620961359265 0.00071676017268460998 0.00071546884568375797 0.00081516239280285808 0.00090821207725040294 0.00094001370841034564 0.00049088208283784866
leaf_weight=75 59 87 90 79 299 56 57 52 52 74 81 72 449 1166 133 75
leaf_count=75 59 87 90 79 299 56 57 52 52 74 81 72 449 1166 133 75
internal_value=0 0.000812876 0.000829821 0.000846182 0.000729059 0.000771743 0.000331929 0.000539234 0.000806186 0.000776395 0.000879627 0.00088663 0.00089343 0.000917002 0.000843754 0.000407004
internal_weight=0 2749 2662 2520 560 481 207 142 425 373 1960 1879 1807 1225 582 150
internal_count=2956 2749 2662 2520 560 481 207 142 425 373 1960 1879 1807 1225 582 150
is_linear=0
shrinkage=0.0032998


Tree=7521
num_leaves=27
num_cat=0
split_feature=12 12 30 156 12 10 474 159 52 52 52 1456 150 48 52 12 133 43 52 12 52 47 159 159 12 12
split_gain=8.95319 2.23744 1.64028 1.0337 0.748781 0.678103 0.526491 0.322624 0.306554 0.561792 0.341321 0.224498 0.222301 0.193266 0.187571 0.186849 0.134293 0.667921 0.114757 0.20497 0.112082 0.103749 0.0777816 0.0729413 0.0855272 0.0667988
threshold=0.056995000000000011 0.14824500000000004 0.086220000000000019 0.07881500000000001 0.091545000000000015 -0.013164999999999998 0.08641500000000002 0.093900000000000011 1.0000000180025095e-35 -0.085924999999999987 0.13675000000000001 -0.090374999999999997 0.079335000000000017 0.08783500000000001 0.31351000000000001 0.106505 -0.14785999999999996 0.041625000000000002 0.029970000000000007 0.11431500000000001 -0.45635499999999996 0.091930000000000012 -0.40873999999999994 0.094385000000000011 0.092605000000000007 0.087825000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 11 -1 -5 8 9 -7 -10 -2 14 -11 15 23 25 20 19 -17 -18 -22 -16 24 -6 -13
right_child=1 -3 -4 6 12 7 -8 -9 10 13 -12 16 -14 -15 22 18 17 -19 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=0.00036069614034733817 0.0010087263225238641 0.00044551426124931525 0.0002007909904381988 0.0011799077167293473 0.00099895334120692373 0.00091966185447601306 0.00078297638079946564 0.0004874246693328536 0.001102666322568774 0.00068655950026269607 0.00073283629614940865 0.0013903899715849808 0.00084950424595008024 0.00048584354097177455 0.0010244576203365921 0.00078663782455587732 0.0013394460647578796 0.0008275798778963209 0.00111917255427275 0.0010602301099953992 0.00120587347472134 0.0010483539012127226 0.0008557090002156442 0.0012470247021675698 0.0011318404859573211 0.0012257575420573056
leaf_weight=63 74 53 65 79 66 95 69 56 52 156 59 59 52 81 84 53 69 54 67 73 828 52 52 55 428 62
leaf_count=63 74 53 65 79 66 95 69 56 52 156 59 59 52 81 84 53 69 54 67 73 828 52 52 55 428 62
internal_value=0 0.00111632 0.00070326 0.000749211 0.00113301 0.000684398 0.00099509 0.000725195 0.000755172 0.000704503 0.000906407 0.00118779 0.00106239 0.000618109 0.00107496 0.00109595 0.00119955 0.00118663 0.00100593 0.000945427 0.00120703 0.00119661 0.000960195 0.00112753 0.00111416 0.00130632
internal_weight=0 2181 775 710 2128 562 148 499 443 332 111 1198 930 237 878 742 1124 1003 193 126 949 880 136 549 494 121
internal_count=2956 2181 775 710 2128 562 148 499 443 332 111 1198 930 237 878 742 1124 1003 193 126 949 880 136 549 494 121
is_linear=0
shrinkage=0.0032998


Tree=7522
num_leaves=31
num_cat=0
split_feature=1 3 4 4 40 1 3 2 3 16 1 15 12 16 43 2 3 1 3 1 42 132 2 12 133 133 15 15 43 16
split_gain=6.80772 1.42791 0.988086 0.903234 0.782408 0.504139 0.486369 0.346186 0.309221 0.484415 0.240456 0.528252 0.272743 0.183547 0.184607 0.145826 0.143918 0.143674 0.169438 0.138913 0.109944 0.192009 0.15766 0.108039 0.0816363 0.150717 0.0674545 0.033122 0.029875 0.0296413
threshold=0.10932500000000002 0.28833000000000003 0.024470000000000002 0.31392000000000003 -0.066359999999999988 0.083670000000000008 -0.071369999999999975 0.097005000000000022 -0.092109999999999984 0.3935300000000001 0.085410000000000014 -0.085259999999999989 0.093455000000000024 -0.45743999999999996 -0.079824999999999993 0.079570000000000016 -0.066229999999999997 0.12040000000000002 -0.0037099999999999998 0.13707500000000003 -0.089024999999999979 1.0000000180025095e-35 0.084745000000000015 0.097060000000000021 -0.07192999999999998 -0.016079999999999994 -0.093074999999999977 0.085775000000000004 -0.10561 -0.062279999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 7 20 9 -9 12 -12 -8 -4 -15 -13 -6 -5 -19 -3 22 24 -1 -16 27 -26 -7 -22 -24 -14
right_child=1 19 5 17 16 26 10 8 -10 -11 11 15 29 14 23 -17 -18 18 -20 -21 21 -23 28 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0006503496386764077 0.0002312750671704429 0.00016504633977330467 0.00080864310000074884 0.00037766925997057943 0.00077902684875725441 0.00050152543894394234 0.00089564350071466158 0.00033588866178096738 0.00082803561356387372 0.00077045879307095734 0.00038424585298860045 0.00084699311985055709 0.00072047874594996508 0.00046142646718416746 0.00078454224313336061 0.00062611591573119455 0.00058147839395568108 0.00031676980719107613 5.4236871095405268e-05 -5.5508582872843589e-05 0.00094173112253868722 0.0010053138555740769 0.00089327799541526187 0.0005821077912830662 0.00067403275634855711 0.00083034253424088067 0.00034414310215835322 0.00085199473964697845 0.00078445310588581688 0.00061008572795389433
leaf_weight=88 53 54 88 78 94 66 96 53 90 60 76 63 54 55 67 72 74 56 52 73 93 76 59 54 76 816 58 121 72 69
leaf_count=88 53 54 88 78 94 66 96 53 90 60 76 63 54 55 67 72 74 56 52 73 93 76 59 54 76 816 58 121 72 69
internal_value=0 0.000343763 0.000755504 0.000439089 0.000581837 0.000602511 0.000784671 0.000811211 0.000682873 0.000566946 0.000685589 0.00060528 0.000762804 0.000684253 0.000621858 0.000729453 0.000692221 0.000269291 0.000190691 3.79933e-05 0.000829781 0.000842642 0.000760207 0.000694491 0.000831432 0.000817064 0.000428195 0.000891157 0.000833735 0.000658837
internal_weight=0 534 2422 407 221 388 2034 1604 203 113 430 211 219 264 176 135 168 186 108 127 1401 1182 219 121 1106 892 124 214 131 123
internal_count=2956 534 2422 407 221 388 2034 1604 203 113 430 211 219 264 176 135 168 186 108 127 1401 1182 219 121 1106 892 124 214 131 123
is_linear=0
shrinkage=0.0032998


Tree=7523
num_leaves=14
num_cat=0
split_feature=4 3 2 1447 3 4 1429 3 3 4 474 2 12
split_gain=0.289845 0.123451 0.117536 0.0997255 0.0960858 0.141922 0.0956868 0.0871957 0.205187 0.0884424 0.115495 0.0824159 0.0610897
threshold=0.31392000000000003 0.12955000000000003 0.14132000000000003 -0.087599999999999983 -0.14326499999999995 0.50214500000000006 -0.09168999999999998 -0.16100499999999998 -0.11749 0.00023500000000000005 0.086675000000000016 0.087665000000000007 0.089085000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 -2 -6 -5 -8 12 10 -10 -11 -9
right_child=1 -3 -4 6 5 -7 7 8 9 11 -12 -13 -14
leaf_value=0.013696033173478443 -0.0029690593939486411 -0.0050240347392331913 0.00032419842490860785 0.013002551678658594 0.010424729315848417 0.00054159037693778274 0.010919795806847345 -0.0055015336827072339 0.0063843233782828277 0.0071907166108729414 0.011486123128422839 0.0028791970314446616 0.0025684361921184196
leaf_weight=52 62 79 95 58 72 97 101 52 1534 192 138 370 54
leaf_count=52 62 79 95 58 72 97 101 52 1534 192 138 370 54
internal_value=0 0.000710767 0.00615638 0.00637287 0.0026798 0.00476279 0.00621977 0.00605787 0.00584725 0.00619067 0.00680648 0.00435537 -0.00137347
internal_weight=0 310 2646 2551 231 169 2499 2441 2340 2234 1672 562 106
internal_count=2956 310 2646 2551 231 169 2499 2441 2340 2234 1672 562 106
is_linear=0
shrinkage=0.16829


Tree=7524
num_leaves=24
num_cat=0
split_feature=1 1 123 15 13 15 3 3 1 13 133 159 48 133 160 3 3 52 16 133 133 15 15
split_gain=7.93859 1.50588 0.979568 0.907683 0.371724 0.328259 0.313383 0.260793 0.240348 0.232344 0.181459 0.230919 0.178436 0.16666 0.166296 0.382735 0.239316 0.16498 0.160573 0.150497 0.121527 0.120255 0.0312548
threshold=0.10575500000000002 0.13662500000000002 1.0000000180025095e-35 -0.08237499999999999 -1.0000000180025095e-35 -0.047859999999999993 -0.072649999999999978 0.28833000000000003 0.096315000000000026 -1.0000000180025095e-35 -0.14785999999999996 0.051140000000000012 0.036755000000000003 -0.10298999999999998 -0.0048599999999999989 0.094635000000000011 0.057935000000000007 -0.13047499999999998 -0.03614499999999999 -0.07192999999999998 -0.45478499999999994 -0.010414999999999999 0.091435000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 12 -5 8 -3 10 -7 20 13 -2 -12 16 18 -8 -13 22 -15 -1 -19 -16
right_child=1 7 -4 5 -6 9 14 -9 -10 -11 11 17 -14 19 15 -17 -18 21 -20 -21 -22 -23 -24
leaf_value=0.0009196449792162406 0.00041843973832479057 0.00030446284428278634 0.00054180132851091244 0.00087656229426441579 0.00059869142104163238 0.00044989791587080486 0.00078797004192214602 4.1694954514845139e-05 0.00074693990436098243 0.0007311881309641419 0.00075387994235202752 0.00096056804190583597 0.00019127805665922521 0.0010703351493978202 0.00072908888001896593 0.00057562850962839429 0.0010347147129702648 0.00081955598844367058 0.00094463261499874674 0.00092359537241586099 0.0011090191738935716 0.00061940423645269937 0.00083571357420135842
leaf_weight=68 85 92 92 81 77 58 97 75 94 74 61 54 69 85 94 82 80 89 96 1152 91 55 55
leaf_count=68 85 92 92 81 77 58 97 75 94 74 61 54 69 85 94 82 80 89 96 1152 91 55 55
internal_value=0 0.000454096 0.00087653 0.000554605 0.000410975 0.000710207 0.000890183 0.000186664 0.00091125 0.000607858 0.000920561 0.000909092 0.000316888 0.000925283 0.000817007 0.000772142 0.000899692 0.000802772 0.000837771 0.000933707 0.00102825 0.000743354 0.000768683
internal_weight=0 611 2345 444 231 213 2253 167 1749 132 1655 1496 154 1298 504 327 177 198 245 1237 159 144 149
internal_count=2956 611 2345 444 231 213 2253 167 1749 132 1655 1496 154 1298 504 327 177 198 245 1237 159 144 149
is_linear=0
shrinkage=0.0032998


Tree=7525
num_leaves=27
num_cat=0
split_feature=1 155 47 124 52 48 1 48 3 4 3 13 13 3 43 4 15 1 13 3 3 3 4 1204 4 4
split_gain=7.82958 1.59997 0.738261 0.412541 0.394777 0.387852 0.358989 0.406704 0.285396 0.568658 0.250737 0.236944 0.189383 0.294766 0.370054 0.157034 0.197636 0.141031 0.171249 0.0903576 0.0825922 0.129106 0.0739641 0.0674155 0.0584025 0.0562864
threshold=0.10075500000000003 0.092900000000000024 0.080075000000000021 -0.080429999999999988 0.12456500000000001 -0.068459999999999979 0.11406500000000001 0.08956500000000002 0.088880000000000015 -0.029404999999999997 -0.13827999999999999 1.0000000180025095e-35 -0.085919999999999982 -0.12711499999999995 -0.026789999999999998 -0.082619999999999985 0.08759500000000002 0.08776500000000001 -0.13226499999999999 0.076825000000000018 -0.015474999999999997 -0.073614999999999986 -0.085189999999999974 -0.081714999999999982 0.053925000000000008 -0.015539999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 5 -2 -4 -8 12 -10 -7 19 17 14 -14 16 23 18 -5 -12 21 -17 -18 -15 25 -20
right_child=1 -3 6 8 -6 10 7 -9 9 -11 11 -13 13 15 -16 20 22 -19 24 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00060529252274479331 0.0005611954768669446 0.00093598436461953644 0.00078401075435356737 0.0011049060765954037 0.00060980733825988351 0.00048729854016108946 0.0006719793904561267 0.00027056772197903362 0.00094017787173222378 0.00048210894001273949 0.0002282210092303759 4.7787371527846392e-05 0.00051355663971821208 0.00087648066566417711 0.00089208037177627118 0.00086266752783037838 0.00073850672914500435 0.00077567585132513807 0.00090631425718689176 0.00035313945391084054 0.00096347115432190544 0.00076588767451272045 0.00090978119778699167 0.0010165435949671766 0.0008312520182390485 0.0010065925882942535
leaf_weight=68 61 72 70 73 57 53 58 53 59 60 146 57 59 52 55 808 62 55 166 115 72 194 56 193 64 114
leaf_count=68 61 72 70 73 57 53 58 53 59 60 146 57 59 52 55 808 62 55 166 115 72 194 56 193 64 114
internal_value=0 0.000468164 0.000417838 0.000860044 0.000351023 0.000316796 0.000598155 0.000480632 0.000868115 0.000709515 0.000276517 0.000241276 0.000877427 0.000859535 0.000696487 0.000872445 0.000932812 0.000936146 0.000957227 0.000283397 0.000852009 0.000843965 0.000820088 0.00098696 0.000925786 0.000947268
internal_weight=0 742 670 2210 489 432 181 111 2142 119 371 318 2023 1551 114 1437 363 472 417 261 1074 1002 118 245 344 280
internal_count=2952 742 670 2210 489 432 181 111 2142 119 371 318 2023 1551 114 1437 363 472 417 261 1074 1002 118 245 344 280
is_linear=0
shrinkage=0.0032998


Tree=7526
num_leaves=29
num_cat=0
split_feature=1 1 52 3 3 3 0 1 1 39 0 0 50 3 1 0 51 4 3 39 4 130 39 4 13 0 13 3
split_gain=36.9993 5.47984 3.01522 2.4034 1.0127 0.912536 0.85504 0.755655 0.626683 0.568808 0.413499 0.394925 0.38971 0.538129 0.385605 0.619885 0.314814 0.383148 0.313894 0.251815 0.210256 0.165683 0.163801 0.129977 0.115397 0.0732258 0.0599246 0.0520757
threshold=0.10509 0.13472500000000001 -0.40011499999999994 -0.066229999999999997 -0.029394999999999998 -0.10859999999999999 -0.072924999999999976 0.15190500000000004 0.087225000000000011 0.0047850000000000011 -0.14043999999999998 -0.23028499999999999 0.08956500000000002 -0.12711499999999995 0.091280000000000014 -0.14920999999999998 0.0045000000000000014 0.054720000000000012 -0.078759999999999983 0.089030000000000012 0.057200000000000008 0.015470000000000001 0.087690000000000004 -0.057674999999999997 -0.091149999999999995 -0.067134999999999986 -0.081464999999999982 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 5 -4 14 19 10 11 -5 -10 13 -8 15 -1 17 24 -16 -3 -6 23 -22 -12 -17 -15 -18 -19
right_child=1 7 4 8 20 -7 12 -9 9 -11 21 -13 -14 25 18 16 26 27 -20 -21 22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0062407433943996631 0.0057928019355259607 0.0046800006465519293 0.0048839915685765026 0.0059402968288962002 0.0046932953509926474 0.0053909879414815037 0.0053838516884170563 0.0040868179970662364 0.0053057392901988557 0.0051432574339029388 0.0056634595448570978 0.0056865476473389291 0.0059398690388498638 0.0056332295389293777 0.0055536887054159646 0.0060260663743092798 0.0058123799292309208 0.0057803920290971618 0.0058630954998272443 0.0043666190535617136 0.0050143097076338931 0.0057458778351507965 0.0047549764080708099 0.0054390877174939891 0.005892485990898041 0.0057944436780360759 0.005643950279010752 0.005594891320454775
leaf_weight=53 56 72 71 53 92 92 81 60 53 61 61 83 53 89 84 104 65 60 76 55 81 71 52 87 951 96 87 53
leaf_count=53 56 72 71 53 92 92 81 60 53 61 61 83 53 89 84 104 65 60 76 55 81 71 52 87 951 96 87 53
internal_value=0 0.00487313 0.00507322 0.00577471 0.00496927 0.00517037 0.00582854 0.00439788 0.00556205 0.00541623 0.00566754 0.0055384 0.0056697 0.00561574 0.00586157 0.00588027 0.00586577 0.00588521 0.00570088 0.00454456 0.00482343 0.00560137 0.00491318 0.0055318 0.00590569 0.00571708 0.00571621 0.0056937
internal_weight=0 631 444 2321 388 163 1852 187 469 197 272 136 319 266 1533 1373 1320 1168 160 127 225 219 133 148 1055 185 152 113
internal_count=2952 631 444 2321 388 163 1852 187 469 197 272 136 319 266 1533 1373 1320 1168 160 127 225 219 133 148 1055 185 152 113
is_linear=0
shrinkage=0.0032998


Tree=7527
num_leaves=24
num_cat=0
split_feature=39 2 3 3 3 97 2 40 2 48 3 16 49 12 49 2 151 49 151 16 48 133 16
split_gain=0.293058 0.185276 0.206986 0.174667 0.152776 0.115382 0.151495 0.125266 0.0981885 0.0936144 0.10122 0.0901359 0.081449 0.115122 0.0802942 0.0721024 0.0669082 0.0881254 0.109211 0.08237 0.0636576 0.057889 0.0358801
threshold=0.0047850000000000011 0.099845000000000003 0.10021000000000001 -0.10519499999999998 -0.23936999999999997 -0.049229999999999996 0.094985000000000014 -0.079539999999999986 -1.0000000180025095e-35 -0.065059999999999993 0.15217000000000003 -0.074029999999999999 0.036605000000000006 0.088535000000000016 -0.093809999999999991 0.11355500000000002 -0.093409999999999979 -0.0093249999999999982 -0.082079999999999986 -0.20132999999999998 0.090530000000000013 0.017095000000000003 -0.0070549999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 4 -3 -2 8 -8 -7 -5 12 -9 21 -14 -1 -15 -16 18 -18 -19 -21 22 -11
right_child=5 3 -4 9 -6 6 7 11 -10 10 -12 -13 13 15 16 -17 17 19 -20 20 -22 -23 -24
leaf_value=0.017644800741654164 -0.00074368289510655513 0.0085702734108014413 0.0017144197968396641 0.016622331693730546 -0.0024565327594677634 0.0069550129711136444 -0.00063235228681647062 0.012765334475632916 0.01728133364189937 0.008568912142820009 0.0037999065468354424 0.0032059223865340868 0.019275718423656826 0.0053078313203805015 0.016039690556582786 0.01396887806030179 0.0017861569744097746 0.017232808158284135 0.011345146345880177 0.011804431059819771 0.0062752111474973964 0.011823364978871405 0.0030019149705319977
leaf_weight=69 64 72 58 52 70 52 83 56 54 69 86 57 56 53 99 58 58 78 83 1424 63 73 65
leaf_count=69 64 72 58 52 70 52 83 56 54 69 86 57 56 53 99 58 58 78 83 1424 63 73 65
internal_value=0 0.0108209 0.011652 0.00836279 0.00312187 0.00572176 0.00709787 0.00431179 0.0122325 0.00981282 0.00903915 0.00795923 0.0102391 0.0130212 0.0119586 0.00984961 0.0117403 0.0114897 0.00742582 0.0118547 0.0115714 0.00798589 0.00588191
internal_weight=0 2586 1932 654 142 366 302 196 106 512 460 113 374 167 1874 111 1805 1706 141 1565 1487 207 134
internal_count=2952 2586 1932 654 142 366 302 196 106 512 460 113 374 167 1874 111 1805 1706 141 1565 1487 207 134
is_linear=0
shrinkage=0.16829


Tree=7528
num_leaves=28
num_cat=0
split_feature=4 3 2 376 2 4 3 2 48 11 3 0 12 157 43 160 0 2 3 3 47 0 2 0 3 0 403
split_gain=5.2994 2.18229 0.871758 0.948512 0.450074 0.431964 0.506207 0.336626 0.250576 0.250231 0.1747 0.245861 0.156684 0.247002 0.154397 0.128987 0.113531 0.249007 0.111547 0.205103 0.0985311 0.150011 0.0664147 0.0774388 0.0495319 0.0632867 0.0402401
threshold=0.27998000000000006 -0.06533499999999999 0.14561000000000004 0.076485000000000011 0.097005000000000022 -0.15615999999999999 0.10021000000000001 0.14870000000000003 0.082425000000000012 1.0000000180025095e-35 -0.14719499999999996 -0.17862999999999998 0.088485000000000022 -0.062424999999999994 0.0048000000000000013 -0.072489999999999985 -0.077614999999999976 0.086325000000000013 -0.14088999999999999 -0.087864999999999985 0.090655000000000013 -0.071379999999999985 0.083970000000000017 -0.086274999999999977 -0.080349999999999991 -0.070304999999999992 -0.084294999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 9 -3 16 10 18 12 -2 -12 14 -14 22 -13 17 -7 -6 -20 21 -15 23 -1 -21 -26 -24
right_child=7 2 -4 -5 8 6 -8 -9 -10 -11 11 15 13 20 -16 -17 -18 -19 19 24 -22 -23 26 -25 25 -27 -28
leaf_value=0.00096964575013120649 0.00064199709496586877 0.0010013583961163669 0.00030231888285291218 0.00044573645730154794 0.00096956364766336033 0.001019753534908594 0.00052308988649244674 0.00019851899514471195 0.00063082944886805239 0.0011140624609551986 0.00059795418434287575 0.00048464297772210936 0.00071196832203127512 0.0009173486702124705 0.0011063246420354729 0.00028358747971353633 0.00071557725471200486 0.00077680975776583982 0.00063554010690919783 0.00095457849129553863 0.00081493959204679894 0.0010900183126802158 0.0010282843954768064 0.00082758934936777396 0.00075206642497608635 0.00091557912100008714 0.00095466525576370107
leaf_weight=86 55 93 55 101 76 69 85 59 66 93 68 56 70 521 83 96 97 147 52 61 89 64 124 94 58 54 380
leaf_count=86 55 93 55 101 76 69 85 59 66 93 68 56 70 521 83 96 97 147 52 61 89 64 124 94 58 54 380
internal_value=0 0.000867303 0.000700792 0.000737753 0.000921944 0.000797749 0.000750084 0.000425715 0.000816992 0.000945935 0.00047433 0.000432253 0.000935564 0.00090077 0.000969268 0.000357892 0.000811615 0.00085458 0.000857695 0.000819752 0.000920326 0.000936299 0.000952586 0.000895656 0.000874918 0.000831217 0.000972848
internal_weight=0 2618 647 592 1971 491 398 334 367 1604 275 220 1511 744 767 152 313 216 301 225 674 585 684 180 173 112 504
internal_count=2952 2618 647 592 1971 491 398 334 367 1604 275 220 1511 744 767 152 313 216 301 225 674 585 684 180 173 112 504
is_linear=0
shrinkage=0.0032998


Tree=7529
num_leaves=30
num_cat=0
split_feature=12 13 12 41 457 13 12 15 3 12 3 12 41 13 13 15 3 15 39 16 0 15 0 16 42 16 3 12 0
split_gain=16.187 3.48767 2.90359 1.25123 1.1109 1.28011 0.980065 0.719693 0.912079 0.698472 0.545081 0.52081 1.01932 0.519735 0.452329 0.297106 0.243156 0.208039 0.157658 0.15305 0.250848 0.236421 0.324822 0.150282 0.143977 0.136879 0.13398 0.073497 0.0473268
threshold=0.056995000000000011 -0.00027999999999999998 0.14687000000000003 0.077550000000000022 0.08351500000000002 1.0000000180025095e-35 0.10331000000000001 -0.26361999999999991 0.31351000000000001 -0.094269999999999979 0.11391500000000002 0.086675000000000016 0.075585000000000013 -0.055229999999999994 -0.095139999999999988 -0.085874999999999993 -0.071369999999999975 -1.0000000180025095e-35 0.086175000000000015 0.0060400000000000011 -0.11656999999999999 -0.075094999999999981 0.11160500000000002 -0.088604999999999975 0.086700000000000013 -0.074254999999999988 -0.085074999999999998 -0.089649999999999994 -0.066574999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 7 5 10 11 27 9 -9 17 12 14 -8 -2 -15 19 -3 -11 20 -13 -21 -23 -16 -25 -17 -22 -1 -27
right_child=2 4 -4 -5 -6 -7 13 8 -10 18 -12 16 -14 15 23 25 -18 -19 -20 21 26 22 -24 24 -26 28 -28 -29 -30
leaf_value=0.00057131788134045266 0.0013169175888235653 0.0014065848990700038 0.0007660452411252229 0.0012371528380816686 0.00087104933829149165 0.00096225655663614287 0.0010632632551628917 0.0012130786656580404 0.00040842656106187354 0.00089846582477185366 0.0011499580111967288 0.0013447277766973199 0.0020962359822224337 0.0012307025899914621 0.0017702013213734117 0.0016343877899547838 0.0013513782551437805 0.0016550660072733282 0.00066028332733228726 0.0016484426772694289 0.0016449956499977616 0.0013710506854677136 0.0016612958706494585 0.0016458705404352454 0.0014797374479901752 0.0013511452406487806 0.0015510964318809258 0.00040457048575581647 0.0015023028012196109
leaf_weight=55 53 74 54 52 89 90 53 56 52 57 55 53 52 62 87 59 79 80 69 75 274 201 55 307 76 52 509 66 56
leaf_count=55 53 74 54 52 89 90 53 56 52 57 55 53 52 62 87 59 79 80 69 75 274 201 55 307 76 52 509 66 56
internal_value=0 0.000971891 0.00152288 0.000758256 0.0011959 0.00129247 0.00154229 0.000688008 0.000795079 0.000905357 0.0014345 0.00157045 0.00165338 0.00136034 0.00160928 0.00142894 0.00153215 0.00153589 0.000768312 0.00154436 0.00156887 0.00148234 0.00143355 0.00164217 0.001613 0.00150232 0.001584 0.000480656 0.00142985
internal_weight=0 795 2157 407 388 299 2103 355 234 182 209 1821 575 282 523 229 1246 154 126 1167 836 331 256 470 383 167 783 121 108
internal_count=2952 795 2157 407 388 299 2103 355 234 182 209 1821 575 282 523 229 1246 154 126 1167 836 331 256 470 383 167 783 121 108
is_linear=0
shrinkage=0.0032998


Tree=7530
num_leaves=18
num_cat=0
split_feature=10 2 14 1446 1429 156 2 10 2 39 12 160 3 133 13 3 13
split_gain=0.257594 0.256378 0.213336 0.206664 0.122174 0.146236 0.134496 0.12055 0.139703 0.103959 0.152219 0.10381 0.0889796 0.0803464 0.0701645 0.0549236 0.0423948
threshold=0.057650000000000007 0.11621000000000002 -0.10523499999999998 0.037915000000000011 0.087700000000000014 -0.0011799999999999998 0.098290000000000002 -0.26818999999999993 0.11934000000000002 0.098380000000000009 -0.053404999999999987 -0.15323999999999996 -0.085784999999999986 0.093995000000000009 -0.086254999999999984 -0.072649999999999978 -0.083814999999999987
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 11 -3 -9 10 -10 -7 -5 -8 -12 -16 -14
right_child=-2 7 3 12 -6 6 13 8 9 -11 14 -13 16 -15 15 -17 -18
leaf_value=0.021275004167168182 0.00039560367470600581 -0.0011865545956903872 0.018842648731853862 0.02111800356610544 0.0035368960922280714 0.0065369366751527238 0.0060625954459324824 -0.00026772305483156419 0.018197539537003763 0.0019970886564042931 0.0027234535565016297 0.011204317704383919 0.016417264462664376 0.012798593735144314 0.014163867405500642 0.0074692547034696018 0.010565596721289911
leaf_weight=55 78 52 57 62 77 150 301 56 54 53 52 1547 71 61 56 97 75
leaf_count=55 78 52 57 62 77 150 301 56 54 53 52 1547 71 61 56 97 75
internal_value=0 0.010221 0.0108792 0.0106403 0.0101571 0.0103972 0.0101625 0.0063684 0.00744083 0.00883017 0.0102215 0.0107928 0.0157257 0.00720263 0.00811174 0.00993131 0.0134236
internal_weight=0 2876 2456 2401 2193 2116 2059 420 368 312 259 1697 208 362 205 153 146
internal_count=2954 2876 2456 2401 2193 2116 2059 420 368 312 259 1697 208 362 205 153 146
is_linear=0
shrinkage=0.16829


Tree=7531
num_leaves=18
num_cat=0
split_feature=1212 4 159 39 4 1375 0 12 42 12 42 4 4 0 12 1213 0
split_gain=0.23382 0.168694 0.154995 0.154794 0.212519 0.142967 0.193293 0.142513 0.104762 0.143732 0.128643 0.0945597 0.0564208 0.0517236 0.0493905 0.0764738 0.0373173
threshold=0.086550000000000002 0.25367000000000006 0.084685000000000024 0.10189000000000001 -0.51843499999999987 -0.083119999999999986 -0.17862999999999998 0.092900000000000024 0.084360000000000004 0.084595000000000017 -0.12317999999999998 0.51395000000000002 0.42642000000000008 -0.16199999999999995 0.088845000000000021 -0.083209999999999992 -0.075624999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 -1 -6 -7 12 10 -10 -8 -4 13 -3 15 -2 -16
right_child=14 2 11 -5 5 6 8 -9 9 -11 -12 -13 -14 -15 16 -17 -18
leaf_value=0.019254199433854844 0.010819616241485887 -0.0010945414645275092 0.013465503311005225 -0.00033210506283431991 0.0013761237606012763 0.017020231657296818 0.013127417755464575 -0.0050167773355694854 0.015432491457249165 0.0088494576929363904 0.0065887760753280443 0.0042606747168320164 0.0073630108121681154 0.0059175599328589578 0.0079617339020102568 0.018884217119506469 0.013738983377226807
leaf_weight=52 62 69 73 56 81 75 94 58 107 826 986 57 98 52 71 76 61
leaf_count=52 62 69 73 56 81 75 94 58 107 826 986 57 98 52 71 76 61
internal_value=0 0.00781045 0.00464479 0.00837551 0.00859587 0.00833951 0.00860879 0.00238626 0.0082945 0.00960635 0.00715954 0.00944336 0.00435509 0.00190408 0.0130177 0.015274 0.0106451
internal_weight=0 2684 407 2277 2221 2169 2088 277 2013 933 1080 130 219 121 270 138 132
internal_count=2954 2684 407 2277 2221 2169 2088 277 2013 933 1080 130 219 121 270 138 132
is_linear=0
shrinkage=0.16829


Tree=7532
num_leaves=34
num_cat=0
split_feature=1 52 52 1 14 3 2 2 1 4 1 2 1 4 52 403 2 48 2 3 15 3 402 43 1 402 13 4 3 52 2 15 15
split_gain=7.86744 1.56059 0.921766 0.818152 0.720732 0.612133 0.782097 0.571543 0.564465 0.473552 0.276593 0.258873 0.228272 0.170889 0.160561 0.197035 0.148032 0.167296 0.141166 0.117508 0.106327 0.104541 0.0982113 0.0931368 0.0923519 0.0863331 0.117179 0.081126 0.084247 0.0693881 0.067769 0.0534564 0.0758694
threshold=0.10290000000000001 -0.41694999999999993 0.12432000000000001 0.15099500000000002 0.064610000000000015 -0.013174999999999997 0.10301500000000001 0.089545000000000013 0.08864000000000001 -0.010574999999999999 0.085410000000000014 -0.054704999999999997 0.076160000000000019 -0.083274999999999988 0.086935000000000012 -0.015149999999999999 -1.0000000180025095e-35 0.08956500000000002 0.12068000000000001 -0.072274999999999992 -0.066784999999999983 0.12745000000000004 -0.0078149999999999973 0.05259500000000001 0.12122500000000001 -1.0000000180025095e-35 -0.016029999999999996 0.0060300000000000015 -0.080884999999999985 -0.086514999999999981 0.10274500000000002 0.093185000000000004 -0.074124999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 7 6 -3 10 18 -10 12 -12 13 25 29 -16 -7 21 23 20 -13 -18 -22 27 -4 -1 -27 30 -29 -15 -9 32 -25
right_child=1 2 24 -5 -6 16 -8 8 9 -11 11 19 -14 14 15 -17 17 -19 -20 -21 22 -23 -24 31 -26 26 -28 28 -30 -31 -32 -33 -34
leaf_value=0.0009806038704039087 0.0010086742238589784 0.0008566397379596274 0.0009011380598322391 7.4610279668468972e-05 0.0012663979911463836 0.00026152873103231711 0.00044486849815987317 0.00097394547087333277 0.00089532235852900742 0.00045005587172864943 0.00072569410050296395 0.0011435722911758521 0.0012606287867454331 0.00096744641036678456 0.00074414218108297668 0.00099794272781646349 0.00044072842067346041 0.00032928114589579046 0.00079829301508439591 0.0008657467493940385 0.0010807601805017148 0.00063588818485075182 0.00093539732703953968 0.00092231774504239147 0.00070611864784425268 0.0012687770697269738 0.0010870684112978678 0.0010094853929350036 0.00084509805409668716 0.001071656121975813 0.0010874744205845884 0.00096584620692881135 0.00073786254575519607
leaf_weight=53 83 100 53 52 93 60 102 304 53 52 52 54 54 113 54 94 72 79 78 87 76 54 185 52 59 56 154 57 100 235 79 53 52
leaf_count=53 83 100 53 52 93 60 102 304 53 52 52 54 54 113 54 94 72 79 78 87 76 54 185 52 59 56 154 57 100 235 79 53 52
internal_value=0 0.000582849 0.000526781 0.000468029 0.000980767 0.00051176 0.00064889 0.000968379 0.000903407 0.000675145 0.00101348 0.000947437 0.00105031 0.0010353 0.000998501 0.000905578 0.000407098 0.000449532 0.000934288 0.000976032 0.00100638 0.000524648 0.00097786 0.000949456 0.000798719 0.00110457 0.00113569 0.000970641 0.000905004 0.00103792 0.000997455 0.000876367 0.000830429
internal_weight=0 714 631 519 2240 467 202 2147 880 105 1267 454 813 759 496 148 265 205 775 402 315 126 261 697 112 263 210 540 157 348 383 157 104
internal_count=2954 714 631 519 2240 467 202 2147 880 105 1267 454 813 759 496 148 265 205 775 402 315 126 261 697 112 263 210 540 157 348 383 157 104
is_linear=0
shrinkage=0.0032998


Tree=7533
num_leaves=22
num_cat=0
split_feature=4 48 457 1447 123 13 1446 15 51 2 393 13 51 15 2 2 2 15 13 394 16
split_gain=0.197513 0.190836 0.148795 0.118916 0.113089 0.0976252 0.0933457 0.094178 0.225526 0.0926043 0.0921783 0.122626 0.0917225 0.0905654 0.0832918 0.0649229 0.0690602 0.0595017 0.0536455 0.0532693 0.0430379
threshold=-0.082274999999999987 0.13661500000000001 -0.095479999999999982 -0.083589999999999984 0.083835000000000007 -0.007069999999999999 0.097960000000000019 -0.0090849999999999976 -0.014989999999999998 0.084725000000000009 0.086855000000000016 -0.053999999999999999 0.026870000000000002 -0.085679999999999992 0.090755000000000016 0.08154500000000002 0.10615500000000001 0.033605000000000003 0.044405000000000007 -0.0060099999999999989 -0.092969999999999983
decision_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 6 20 7 13 -9 -10 11 17 15 14 -4 -13 19 -5 -15 -17 -6
right_child=1 -3 4 10 5 -7 -8 8 9 -11 -12 12 -14 18 -16 16 -18 -19 -20 -21 -22
leaf_value=0.017593070710867617 -0.0019050030391240737 -0.0033285191624122554 0.0088859390004541305 0.001534504372085764 0.002882913938388262 -0.0027799363986196362 0.014073441785357401 -0.003582259960836083 0.0090906622441107657 0.0050981995446412326 0.0029444707867058635 0.0055824557092737951 0.016785521632030447 0.010765850663149581 0.0051234918945678156 0.0082516212681312765 0.0060906411084978669 0.008742418117507561 0.0052393656081222142 0.013959790688845211 0.0088988053531689863
leaf_weight=54 52 52 344 61 75 54 61 65 286 396 59 71 73 418 330 64 60 71 58 187 63
leaf_count=54 52 52 344 61 75 54 61 65 286 396 59 71 73 418 330 64 60 71 58 187 63
internal_value=0 0.00672482 0.00696304 0.0099688 0.00717836 0.0032642 0.00756126 0.00735091 0.00587145 0.00677509 0.0093287 0.00996732 0.0112811 0.00831036 0.00704646 0.0102245 0.0112785 0.0054251 0.0100962 0.0125115 0.00564232
internal_weight=0 2254 2202 700 2150 192 1958 1897 747 682 646 587 455 1150 674 382 311 132 476 251 138
internal_count=2954 2254 2202 700 2150 192 1958 1897 747 682 646 587 455 1150 674 382 311 132 476 251 138
is_linear=0
shrinkage=0.16829


Tree=7534
num_leaves=24
num_cat=0
split_feature=1 4 1453 50 4 482 43 402 1447 1 4 15 128 1213 13 475 15 42 16 15 159 13 475
split_gain=0.326971 0.160502 0.133094 0.126167 0.165176 0.125323 0.15724 0.102168 0.0997821 0.099513 0.112967 0.076537 0.069962 0.0666765 0.168223 0.115816 0.0836408 0.0987034 0.0694127 0.0672406 0.0609494 0.0994423 0.0341986
threshold=0.087055000000000007 -0.17568999999999999 -0.077314999999999981 0.090350000000000014 -0.072659999999999988 0.091725000000000015 0.090280000000000013 -1.0000000180025095e-35 -0.082844999999999988 0.13891000000000003 -0.0087649999999999985 0.043560000000000008 0.087685000000000013 -0.082144999999999982 -0.090744999999999978 -0.085719999999999977 0.087670000000000012 0.08845500000000002 -0.022939999999999999 0.087110000000000007 -0.080804999999999988 -0.044684999999999996 -0.058009999999999992
decision_type=2 2 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 -1 4 -3 6 9 -5 11 10 -6 -4 13 14 -10 -15 17 -17 -18 -16 -9 -22 -2
right_child=1 3 8 7 5 -7 -8 20 12 -11 -12 -13 -14 15 19 16 18 -19 -20 -21 21 -23 -24
leaf_value=0.00042194171997434127 0.0062151517029242695 -0.0043173574965150764 0.0085368181065452482 0.012746486241518975 0.0078640667194007606 0.009517273571243573 -0.0062113826346271101 0.0094853307692989476 -0.0036738347908570391 -0.0023482750187158352 0.0025857950350120238 0.017430518783277768 0.012632916205206764 0.014171977233942366 0.0045366461728344474 0.0073352393131774375 0.0064055945136193846 0.011667538377034386 0.00032114176909319879 0.012264157028351708 0.0072844181872982004 -0.002319905009075994 0.011830149617752739
leaf_weight=68 52 89 57 63 161 83 53 55 52 77 407 55 78 78 83 684 240 193 69 53 64 58 82
leaf_count=68 52 89 57 63 161 83 53 55 52 77 407 55 78 78 83 684 240 193 69 53 64 58 82
internal_value=0 0.00415532 0.00774565 0.00348862 0.00254299 0.00332708 0.00258842 0.00690903 0.00804785 0.00331429 0.00408509 0.0129203 0.00769 0.00742324 0.00444416 0.00786491 0.00744859 0.00829069 0.00505274 0.00756131 0.00482114 0.0027037 0.0096646
internal_weight=0 1244 1710 1110 870 781 698 240 1642 645 568 112 1530 1452 188 1264 1186 877 309 136 177 122 134
internal_count=2954 1244 1710 1110 870 781 698 240 1642 645 568 112 1530 1452 188 1264 1186 877 309 136 177 122 134
is_linear=0
shrinkage=0.16829


Tree=7535
num_leaves=18
num_cat=0
split_feature=1 403 376 42 9 12 124 1429 51 448 16 12 1 48 42 48 1
split_gain=0.285407 0.114086 0.1072 0.102503 0.128897 0.113451 0.0969135 0.0947861 0.233348 0.113086 0.109391 0.147022 0.0845172 0.100315 0.0784182 0.0400428 0.0644133
threshold=0.10932500000000002 -0.53317999999999988 0.083705000000000016 0.109255 -0.073894999999999988 0.10713500000000002 -0.0066649999999999991 0.084895000000000012 -0.084304999999999977 -0.050759999999999993 -0.14669499999999996 0.081080000000000013 0.14132000000000003 0.11978500000000002 0.085790000000000019 0.014805 0.11477000000000001
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 -2 12 -3 9 -9 -8 11 -11 13 15 -12 16 -6
right_child=3 2 -4 -5 5 -7 7 8 -10 10 14 -13 -14 -15 -16 -17 -18
leaf_value=6.9212206666918077e-05 -0.0049400486279495837 -0.00072634850607355885 0.013270429193641209 -0.0043269593534703355 0.00060680309554762878 -0.0036890912592914328 0.012335647821947779 0.019383166931137983 0.0053970296863054068 0.016659055883537173 0.0042988670391037624 0.0065495516540595286 -0.0012544305972506103 0.012257878804351174 0.0066257232193218645 0.0004710876961323722 0.0073894701662628537
leaf_weight=91 57 59 59 70 56 53 74 52 98 56 1097 154 58 55 664 60 141
leaf_count=91 57 59 59 70 56 53 74 52 98 56 1097 154 58 55 664 60 141
internal_value=0 0.00593408 0.00616404 0.00167964 0.00255934 0.00357414 0.00597723 0.00615824 0.0102575 0.00585667 0.00561251 0.00925398 0.00461941 0.0057171 0.00517725 0.00431033 0.00547052
internal_weight=0 2404 2313 550 480 423 2254 2195 150 2045 1971 210 370 312 1761 257 197
internal_count=2954 2404 2313 550 480 423 2254 2195 150 2045 1971 210 370 312 1761 257 197
is_linear=0
shrinkage=0.16829


Tree=7536
num_leaves=26
num_cat=0
split_feature=1 2 3 2 14 2 2 52 52 1 3 4 3 403 2 14 3 4 48 1 15 2 1 159 2
split_gain=8.10873 1.38262 0.901743 0.841596 0.791201 0.7809 0.6455 0.412448 0.424308 0.350162 0.340799 0.290708 0.4196 0.257482 0.361885 0.247332 0.218189 0.164338 0.156186 0.144335 0.129976 0.112571 0.108863 0.066001 0.0542304
threshold=0.10921500000000002 0.17553000000000005 -0.049204999999999992 0.099845000000000003 0.073890000000000011 0.11125500000000001 -0.084369999999999987 -0.41694999999999993 1.0000000180025095e-35 0.096630000000000008 0.31819000000000003 -0.37626499999999991 -0.069909999999999986 -0.52017999999999986 0.087605000000000002 -1.0000000180025095e-35 0.076825000000000018 -0.0083549999999999978 0.086410000000000015 0.09772500000000002 -0.037394999999999991 0.11585500000000001 0.11883500000000001 -0.019674999999999995 0.084450000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 6 22 -1 19 9 20 15 -8 13 24 -15 -4 -17 -14 -19 -5 -9 23 -2 -10 -13
right_child=1 -3 10 7 -6 -7 11 8 21 -11 -12 12 17 14 -16 16 -18 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.000604917601136796 0.001017363869862077 4.6798847995346761e-05 0.00069915466246401573 0.00088452476791250748 0.0012982085414981221 0.00044566807838793522 0.0011767153335453051 0.00089708125119403106 0.00083653941504365284 0.00050994136079928094 0.00023312398624966048 0.00075003642394233657 0.00072261630595042009 0.001045067621880242 0.00093220418780841103 0.00034711115433448247 0.00056835891796320028 0.0010053107513151966 0.00077499189909524275 0.0011022983405376237 0.0006672900475933499 0.0007502344574737168 0.00080791961190230925 0.00098927242697546499 0.00090585921734882304
leaf_weight=53 58 64 59 74 82 59 77 60 53 87 60 52 90 803 518 102 95 78 58 65 52 52 56 92 55
leaf_count=53 58 64 59 74 82 59 77 60 53 87 60 52 90 803 518 102 95 78 58 65 52 52 56 92 55
internal_value=0 0.000503479 0.000563177 0.000946843 0.000980028 0.000755003 0.000965383 0.000831031 0.00077633 0.000668137 0.000458046 0.0009764 0.000967053 0.000988096 0.00100084 0.000510625 0.000453983 0.000833937 0.000907346 0.000986615 0.000790707 0.000885443 0.000914788 0.000933689 0.000830462
internal_weight=0 553 489 2401 1866 173 1784 535 396 199 316 1731 1654 1428 1321 256 197 226 136 139 112 197 114 145 107
internal_count=2954 553 489 2401 1866 173 1784 535 396 199 316 1731 1654 1428 1321 256 197 226 136 139 112 197 114 145 107
is_linear=0
shrinkage=0.0032998


Tree=7537
num_leaves=15
num_cat=0
split_feature=48 0 1453 1453 0 43 34 43 403 52 49 2 2 31
split_gain=0.223966 0.196655 0.0945222 0.103746 0.0947752 0.147984 0.0937614 0.100023 0.090266 0.0838705 0.112125 0.0793548 0.0620292 0.0547225
threshold=0.12663000000000002 0.13304000000000002 -0.082189999999999999 -0.057839999999999996 -0.10185499999999999 0.037915000000000011 -0.010739999999999998 -0.14968999999999996 -0.53317999999999988 -0.064364999999999992 0.088685000000000014 0.086545000000000025 0.10615500000000001 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 9 13 11 -9 12 -11 -8 -5 -6
right_child=-2 -3 3 4 6 -7 7 8 -10 10 -12 -13 -14 -15
leaf_value=0.0120950907581389 -0.0029864986196229469 -0.0035466898216004778 -0.002158275167809357 0.0055945927309244761 0.0039750570433667518 0.014272826021771826 0.013957311432642124 -0.001059573920259972 0.0050377976073638147 0.0095181941397062403 0.0017461484764169971 0.0063591139231258158 -0.0016875799601423767 -0.0035684955540204555
leaf_weight=59 98 71 52 87 53 77 61 71 1795 241 68 112 53 56
leaf_count=59 98 71 52 87 53 77 61 71 1795 241 68 112 53 56
internal_value=0 0.00518416 0.00540738 0.00526198 0.00540695 0.00743824 0.00490869 0.00516578 0.00480483 0.00626215 0.00781366 0.00904863 0.00282494 8.2988e-05
internal_weight=0 2856 2785 2726 2674 526 2148 2039 1866 449 309 173 140 109
internal_count=2954 2856 2785 2726 2674 526 2148 2039 1866 449 309 173 140 109
is_linear=0
shrinkage=0.16829


Tree=7538
num_leaves=20
num_cat=0
split_feature=1 156 48 49 402 15 9 2 16 4 40 4 51 4 15 50 159 16 402
split_gain=0.213479 0.201366 0.140207 0.141188 0.110164 0.198297 0.0996306 0.118231 0.0973744 0.111605 0.147384 0.11425 0.110349 0.0632988 0.18115 0.0509977 0.0648182 0.0460114 0.0444226
threshold=0.11417500000000001 0.087795000000000012 0.088005000000000014 0.10449500000000002 -0.088989999999999986 0.085095000000000018 0.085785000000000014 -1.0000000180025095e-35 -0.11082499999999999 0.028075000000000006 -0.010334999999999999 0.05864500000000001 -0.22681499999999996 0.31392000000000003 -0.43091499999999999 0.081580000000000014 0.088690000000000005 -0.28430999999999995 -0.46214499999999997
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 13 -4 5 -1 7 -6 15 10 -10 -11 -12 -2 -15 16 17 -9 -7
right_child=1 -3 3 -5 6 18 -8 8 9 11 12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.015465615643106905 0.0047839970045318201 0.0095344619168858634 -0.011914464148569195 0.00028373598801041119 -0.0025795074916887578 0.0087523565195170745 0.01163418664534528 0.00647376868090805 0.012233445646422817 -0.0065332933907330795 0.011208283705481836 0.0036099403607113417 0.0036519287777285127 0.0042578132087161841 -0.0066201578791886088 0.011225777479633568 0.011217890722175789 0.0016722031479325216 0.0026365467602858361
leaf_weight=73 93 62 55 52 71 52 52 164 63 57 57 70 1552 96 79 64 55 88 99
leaf_count=73 93 62 55 52 71 52 52 164 63 57 57 70 1552 96 79 64 55 88 99
internal_value=0 0.000647737 -0.000816744 -0.00596958 0.0046822 0.00825323 0.00433256 0.00416234 0.00438375 0.00386952 0.00423503 -0.000928388 0.00392073 0.00123384 -0.000642548 0.00687244 0.00595905 0.00480416 0.00475455
internal_weight=0 437 375 107 2517 224 2293 2241 2170 1799 1672 127 1609 268 175 371 307 252 151
internal_count=2954 437 375 107 2517 224 2293 2241 2170 1799 1672 127 1609 268 175 371 307 252 151
is_linear=0
shrinkage=0.16829


Tree=7539
num_leaves=30
num_cat=0
split_feature=1 3 12 2 1 1 12 40 3 2 2 1 4 4 3 2 39 12 1 12 49 3 401 394 13 12 42 3 3
split_gain=13.6217 2.71511 2.19019 1.17687 0.889126 0.691495 0.490535 0.387379 0.574306 0.312363 0.481864 0.679216 0.280702 0.273898 0.345102 0.246563 0.177209 0.177184 0.159126 0.153059 0.113309 0.104385 0.102927 0.0947017 0.0795561 0.0622023 0.0771885 0.0436046 0.0387764
threshold=0.10818500000000002 -0.051469999999999995 0.056995000000000011 0.11426500000000002 0.10123500000000001 0.12000500000000001 0.099370000000000014 -0.0087249999999999984 0.14813000000000001 0.079770000000000021 0.094905000000000017 0.084675000000000014 0.056640000000000003 0.24099500000000004 -0.14884499999999998 0.087605000000000002 0.055555000000000007 0.098785000000000012 0.088395000000000015 -0.081654999999999991 -0.053239999999999996 -0.08095999999999999 0.086390000000000008 -0.085724999999999982 0.085955000000000018 0.11667000000000001 0.089110000000000009 -0.081534999999999982 -0.081284999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 17 9 19 13 -7 -9 -1 11 -11 18 14 24 22 -12 -2 25 -3 -17 -22 23 -16 -4 26 28 -24 -8
right_child=1 5 6 -5 -6 7 12 8 -10 10 16 -13 -14 -15 15 20 -18 -19 -20 -21 21 -23 27 -25 -26 -27 -28 -29 -30
leaf_value=0.00078050988970707394 0.0012336997446514822 0.00046741653853413039 0.0014683944472146232 0.00055813047000098886 0.00062537074760629717 0.0001491488757746783 0.0011141740961632834 0.00066829869119729688 0.00024653842395237248 0.0014593693487877102 0.0010167935737226163 0.00097531124054012458 0.00085648433618446429 0.00096874816780149347 0.0013652038100044736 0.00099945521726982974 0.00076844272329481937 0.00097354454914523765 0.0012690256898373708 0.00069342132537694246 0.0012045101457126978 0.0011100187069705751 0.0014106162245976165 0.0012132286969274413 0.0012882312710982688 0.00096633895922591286 0.0012085435007895072 0.0012654230710563489 0.0009790904976861789
leaf_weight=59 56 57 66 71 89 100 57 59 88 58 73 71 58 52 52 53 58 63 58 81 320 238 53 695 54 53 55 55 52
leaf_count=59 56 57 66 71 89 100 57 59 88 58 73 71 58 52 52 53 58 63 58 81 320 238 53 695 54 53 55 55 52
internal_value=0 0.000572425 0.00113851 0.000895359 0.000918065 0.000412963 0.00118413 0.000308139 0.000416056 0.000999615 0.0010492 0.00119322 0.00106775 0.00120776 0.00121558 0.00120147 0.000907106 0.00109627 0.00111219 0.000600327 0.00115003 0.00116427 0.00123819 0.00122386 0.00138761 0.0010701 0.00110342 0.001337 0.00105005
internal_weight=0 575 2379 190 408 385 1971 247 147 319 260 129 333 1638 1586 1466 131 119 275 138 611 558 855 747 120 217 164 108 109
internal_count=2954 575 2379 190 408 385 1971 247 147 319 260 129 333 1638 1586 1466 131 119 275 138 611 558 855 747 120 217 164 108 109
is_linear=0
shrinkage=0.0032998


Tree=7540
num_leaves=25
num_cat=0
split_feature=4 40 13 4 2 11 16 16 151 2 124 2 1212 13 16 2 4 48 2 43 43 13 2 4
split_gain=8.7155 2.01564 1.53164 0.520836 0.32105 0.283146 0.279596 0.250444 0.248126 0.238025 0.21379 0.200997 0.241817 0.219417 0.14727 0.140582 0.129324 0.0786895 0.0776539 0.0864302 0.0742274 0.0720521 0.0566791 0.0383552
threshold=0.27998000000000006 -0.034699999999999988 -0.27740999999999993 0.008570000000000003 0.13881000000000002 1.0000000180025095e-35 -0.40430999999999989 0.11160500000000002 -0.082164999999999988 0.10060500000000001 -0.080429999999999988 0.079770000000000021 0.090175000000000019 -0.00027999999999999998 -0.50318999999999992 0.11806500000000002 -0.048309999999999992 0.086185000000000012 0.078775000000000012 -0.0096349999999999977 -0.037954999999999996 -0.021089999999999994 -1.0000000180025095e-35 0.25367000000000006
decision_type=2 2 2 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 8 9 23 -7 -2 11 17 13 -13 -4 -10 18 20 -1 -8 -20 -11 -12 -16 -5
right_child=4 2 3 6 -6 7 15 -9 14 16 21 12 -14 -15 22 -17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.00067465125157702404 0.00069228720604954384 0.0005639903142640435 0.001037700840940231 0.0011260977087662249 0.00026128151028341668 0.001345786723497711 0.00082730085969516195 0.0010680063371817333 0.00054917584395078984 0.00091186150426506344 0.00070497748912054807 0.0011004612063895511 0.00093137428724336148 0.00085013888658183167 0.00028977224917670579 0.00071942903194901283 0.00083734103184796124 0.00049134819989232704 0.0008811172553095934 0.0010492917505133632 0.0010815845096471548 0.00087752408290474109 0.00043942083001488429 0.0009952554647163984
leaf_weight=55 54 77 374 63 89 70 86 76 78 53 55 1068 104 86 60 55 82 52 79 65 72 58 55 53
leaf_count=55 54 77 374 63 89 70 86 76 78 53 55 1068 104 86 60 55 82 52 79 65 72 58 55 53
internal_value=0 0.000995993 0.00102305 0.00103785 0.00043205 0.00105989 0.000928672 0.00120143 0.000493439 0.00104864 0.000692872 0.00106218 0.00108549 0.00100271 0.00043762 0.000872401 0.000941716 0.000585899 0.000908829 0.000957274 0.0010099 0.000793853 0.00036165 0.00106662
internal_weight=0 2683 2463 2386 336 1985 401 146 247 1839 220 1632 1172 460 193 285 207 107 230 144 125 113 115 116
internal_count=3019 2683 2463 2386 336 1985 401 146 247 1839 220 1632 1172 460 193 285 207 107 230 144 125 113 115 116
is_linear=0
shrinkage=0.0032998


Tree=7541
num_leaves=27
num_cat=0
split_feature=44 1 4 49 1456 12 11 0 4 4 52 16 0 4 50 13 49 16 0 1186 1375 1209 13 12 13 16
split_gain=0.184364 0.180169 0.218315 0.219791 0.205719 0.239128 0.173066 0.159259 0.133506 0.111112 0.100755 0.102942 0.100114 0.0962312 0.0865414 0.0890986 0.0747181 0.0745873 0.129262 0.0603435 0.0659592 0.0694442 0.0286743 0.0159917 0.0131917 0.0414364
threshold=0.081710000000000019 0.08845500000000002 -0.17568999999999999 0.0033550000000000003 -0.011624999999999998 0.091495000000000007 1.0000000180025095e-35 0.024295000000000001 -0.079524999999999985 -0.052619999999999993 0.089015000000000025 0.0060400000000000011 -0.14164999999999997 -0.49911499999999992 0.077765000000000015 -0.07904499999999999 -0.0087399999999999995 0.10923000000000001 -0.080674999999999983 0.069705000000000003 -0.088184999999999986 0.083050000000000013 -0.064249999999999988 0.093245000000000008 -0.012549999999999997 -0.074904999999999985
decision_type=2 2 2 2 2 2 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 7 14 6 19 8 -4 23 17 24 -5 -3 15 -1 -11 18 -7 20 -6 -22 -19 -10 25 -12
right_child=-2 2 3 12 5 10 -8 -9 9 16 11 -13 -14 -15 -16 -17 -18 22 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=-0.00048440075340667533 0.014758423401418528 0.0056670206463818292 -0.0021155221180943788 -0.0099499554019273993 0.012696108849546106 0.0033361064765076382 0.016883980402904741 -0.005577440955613527 0.0065315061492963447 0.0013369214587703442 0.012383710452459116 -0.00048944118475298458 -4.8809908944882332e-05 0.015392663445604212 -0.0051177769790804071 0.0079317877019591723 0.0050745372124409117 0.0072743329599969349 -0.0065601930095580078 0.01292743593557652 0.0063095757438811897 0.011589690247462913 0.0017609133185308235 0.010341420429417067 0.0061573278821558681 0.0056052705146231504
leaf_weight=89 54 65 95 52 57 80 58 54 55 251 53 55 66 53 52 59 388 54 70 54 846 78 55 85 89 52
leaf_count=89 54 65 95 52 57 80 58 54 55 251 53 55 66 53 52 59 388 54 70 54 846 78 55 85 89 52
internal_value=0 0.00481896 0.00318379 0.00240743 0.00587478 0.00651064 0.0079141 0.00327843 0.00382764 0.00455473 0.00348745 0.00590639 -0.00442725 0.0100505 0.000775731 0.00285856 0.00360921 0.00115496 -0.00127019 0.00740971 0.00710415 0.00675724 0.00450881 0.0088575 0.0077289 0.00904388
internal_weight=0 2965 1164 1046 1801 1601 1093 928 874 779 508 249 118 118 200 148 639 259 150 1035 981 924 109 140 194 105
internal_count=3019 2965 1164 1046 1801 1601 1093 928 874 779 508 249 118 118 200 148 639 259 150 1035 981 924 109 140 194 105
is_linear=0
shrinkage=0.16829


Tree=7542
num_leaves=23
num_cat=0
split_feature=4 123 3 2 2 11 2 3 2 2 2 2 2 3 4 42 4 15 3 42 4 15
split_gain=19.7728 4.84993 3.28576 1.31918 1.05231 0.873794 0.665302 0.482866 0.36999 0.7082 0.339043 0.328699 0.325836 0.311262 0.2982 0.287899 0.281563 0.279906 0.501792 0.231704 0.180747 0.0377394
threshold=0.31392000000000003 1.0000000180025095e-35 0.25089000000000006 0.099845000000000003 0.14870000000000003 1.0000000180025095e-35 0.078775000000000012 -0.020049999999999995 -0.0050599999999999994 0.10334500000000001 0.14346500000000004 0.088555000000000009 0.11426500000000002 -0.046079999999999989 0.028075000000000006 0.086700000000000013 0.008570000000000003 -0.46645999999999993 -0.095554999999999987 0.090385000000000007 -0.095479999999999982 -0.18498499999999998
decision_type=2 2 2 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 17 6 7 16 -3 -10 12 15 13 19 -14 -8 -1 -2 -19 -5 -13 -20
right_child=4 8 -4 10 -6 -7 11 -9 9 -11 -12 20 14 -15 -16 -17 -18 18 21 -21 -22 -23
leaf_value=0.0013830135865384821 0.00071118203949467162 0.00056513012652454155 0.00055866139234394673 0.0013312795374246635 7.6763184886398654e-05 0.0017275078604936597 0.0015360250984495546 0.0010205840427096131 0.0011914720400482846 0.00067780765085234836 0.00098212778402900227 0.0015632703927307052 0.0015334538237108224 0.0010121263661982917 0.001229308006254058 0.0013783232672306344 0.0011676270311851045 0.00072244598040958224 0.00029692112746066318 0.0010899216915877747 0.0013711208469809402 0.00042138896654149444
leaf_weight=429 96 52 53 162 58 102 569 55 52 68 52 63 80 72 66 169 81 64 60 62 501 53
leaf_count=429 96 52 53 162 58 102 569 55 52 68 52 63 80 72 66 169 81 64 60 62 501 53
internal_value=0 0.00133602 0.00137269 0.00139019 0.000481124 0.00142856 0.0014122 0.00131698 0.000799446 0.000900689 0.00123719 0.0014535 0.00126712 0.00120333 0.0013962 0.00149996 0.00134887 0.000566903 0.000488451 0.00126463 0.00139265 0.000355612
internal_weight=0 2688 2516 2463 331 1969 1867 565 172 120 494 1302 442 296 146 738 510 273 177 224 564 113
internal_count=3019 2688 2516 2463 331 1969 1867 565 172 120 494 1302 442 296 146 738 510 273 177 224 564 113
is_linear=0
shrinkage=0.0032998


Tree=7543
num_leaves=17
num_cat=0
split_feature=3 483 15 4 3 15 43 3 129 448 52 475 1 3 15 1454
split_gain=0.167121 0.122752 0.216033 0.13792 0.110442 0.170623 0.172871 0.10075 0.0942651 0.0732778 0.0693267 0.0911387 0.0631296 0.093125 0.100813 0.0581002
threshold=0.28833000000000003 -0.055019999999999993 -0.011959999999999998 0.26546000000000003 -0.11266 0.043560000000000008 -0.031974999999999996 0.41110500000000005 -0.0016999999999999999 -0.069474999999999995 0.087525000000000006 -0.084169999999999981 0.13385500000000003 0.10766000000000002 -0.19153499999999998 0.072345000000000007
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 -2 -6 -10 11 -11 13 14 -5 -12
right_child=7 3 -4 12 8 -7 -8 -9 9 10 15 -13 -14 -15 -16 -17
leaf_value=0.0067916315207454721 -0.0059958179225645634 -0.00059000843139885603 -0.0046777877381979993 -0.0048209819057467148 0.012615261984769281 0.015893297207842414 0.01071582687591506 0.0037131591151794473 0.011796980486168337 0.0086596597266946473 0.0073149839505511141 0.0042281873209288967 0.0063434490356981208 0.0071256940257550805 0.0029576780266179254 0.0015028630745273703
leaf_weight=95 59 62 91 90 55 80 99 62 52 148 585 1247 86 55 99 54
leaf_count=95 59 62 91 90 55 80 99 62 52 148 585 1247 86 55 99 54
internal_value=0 0.00536505 0.00117059 0.00565206 0.00609925 0.00952593 0.00635087 -0.00100612 0.00571269 0.00552983 0.00536873 0.00469962 0.00241869 0.00102801 -0.00073694 0.00682663
internal_weight=0 2898 186 2712 2382 241 161 121 2141 2086 2034 1395 330 244 189 639
internal_count=3019 2898 186 2712 2382 241 161 121 2141 2086 2034 1395 330 244 189 639
is_linear=0
shrinkage=0.16829


Tree=7544
num_leaves=29
num_cat=0
split_feature=1 52 52 47 4 11 1 4 16 49 16 16 1 48 4 4 1 50 11 4 4 13 394 13 4 4 52 160
split_gain=11.219 1.85978 0.98829 0.658132 0.605718 0.494949 0.479662 0.462823 0.3107 0.285013 0.352618 0.280612 0.237624 0.249668 0.20419 0.366298 0.138027 0.134261 0.130098 0.119901 0.10588 0.102544 0.0797255 0.114417 0.066356 0.061473 0.0571583 0.0276776
threshold=0.10331000000000003 -0.41694999999999993 0.12484500000000003 0.10364500000000001 0.008570000000000003 1.0000000180025095e-35 0.087055000000000007 -0.03463999999999999 0.0077850000000000011 0.0033550000000000003 -0.5152199999999999 -0.40430999999999989 0.087545000000000026 0.083775000000000002 -0.47860499999999995 -0.072659999999999988 0.12040000000000002 0.11768500000000003 0.084110000000000004 -0.079524999999999985 0.046185000000000004 -0.069029999999999994 -0.0094249999999999976 -0.085349999999999995 0.066300000000000012 -0.032169999999999997 0.087435000000000013 -0.062634999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 5 8 11 -3 12 10 -9 -6 17 19 -10 -16 -12 22 -7 -14 -13 25 26 -24 -22 -17 -1 -21
right_child=1 2 -4 -5 6 18 -8 9 14 -11 16 20 13 -15 15 21 -18 -19 -20 27 24 -23 23 -25 -26 -27 -28 -29
leaf_value=0.0011065371555415105 0.00089282700129918386 0.00049685745248877016 0.00066005233246863048 0.00054656215202012295 0.00096584874956744853 0.0012398266436421377 0.00053144274146296017 0.00045484995999066715 0.00097214167246223546 -2.5109817266828146e-05 0.00027846516487821263 0.00088269245520777027 0.00078918007646495286 0.00067438320835481503 0.0005380181665501423 0.00082163528242497634 0.00011857268248584781 0.00078848126005285875 0.001007394031866615 0.00086956225973033115 0.00063557661735156082 0.0007351684403279254 0.00099842268345595167 0.00091789619458994764 0.00078109272823541278 0.00096023868415095917 0.00095843388476731482 0.00096863086514906724
leaf_weight=66 79 67 98 96 106 58 75 64 73 53 96 53 87 74 58 85 155 58 53 52 75 81 300 622 71 69 61 134
leaf_count=66 79 67 98 96 106 58 75 64 73 53 96 53 87 74 58 85 155 58 53 52 75 81 300 622 71 69 61 134
internal_value=0 0.000415318 0.000355288 0.000298976 0.000890191 0.000913987 0.000769178 0.000244255 0.000900844 0.000198169 0.000235848 0.000827522 0.000922658 0.000846347 0.000814089 0.00077459 0.000179867 0.000946547 0.00112916 0.000892831 0.000753663 0.000832828 0.000955252 0.000944136 0.000706583 0.000883966 0.00103568 0.000941124
internal_weight=0 708 629 531 2311 1931 380 435 1820 368 315 305 1454 347 366 293 251 1107 111 273 199 235 1049 922 146 154 127 186
internal_count=3019 708 629 531 2311 1931 380 435 1820 368 315 305 1454 347 366 293 251 1107 111 273 199 235 1049 922 146 154 127 186
is_linear=0
shrinkage=0.0032998


Tree=7545
num_leaves=20
num_cat=0
split_feature=12 403 12 2 1453 403 3 16 16 49 2 157 1429 3 16 16 49 49 3
split_gain=0.307591 0.226573 0.143599 0.121208 0.121966 0.110468 0.122116 0.110857 0.118143 0.242722 0.0971331 0.0902016 0.0606863 0.0878123 0.0557554 0.216889 0.102011 0.087311 0.0453218
threshold=0.082795000000000021 -0.5407249999999999 0.084065000000000015 -0.069044999999999981 -0.076919999999999988 0.085340000000000013 -0.093419999999999989 0.022165000000000004 -0.052894999999999991 -0.00025999999999999992 0.10928500000000001 -0.22637999999999997 -0.0061799999999999989 -0.16100499999999998 -0.10750499999999999 -0.23389999999999997 -0.022974999999999999 -0.049789999999999994 0.093925000000000022
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 6 -1 8 14 -10 18 -6 -13 -14 15 16 -8 -16 -9
right_child=1 2 3 4 11 -7 7 10 9 -11 -12 12 13 -15 17 -17 -18 -19 -20
leaf_value=-0.004550015859778371 0.015012153970899601 0.01168385302601321 0.013223962759356384 0.012791637190496535 -0.0019610591053856336 0.0092311583840862486 -0.0021824650218626321 0.012320203173471163 0.0053001806953729743 -0.0083792348939297316 0.00092068851452432909 -4.3161184655362421e-05 0.011964297497510023 0.0049142607159360684 0.00091872905108272482 -0.0080689063602111134 0.0062428022922780269 0.0097485390103906402 0.0054959589943979186
leaf_weight=83 74 102 52 55 55 57 57 56 61 92 71 66 52 1646 62 56 140 66 57
leaf_count=83 74 102 52 55 55 57 57 56 61 92 71 66 52 1646 62 56 140 66 57
internal_value=0 0.00585135 0.00551619 0.00518863 0.0049647 0.00206644 0.00155435 0.00226251 0.00103093 -0.00291361 0.00582697 0.00472706 0.0049366 0.00513122 0.00261968 0.00116261 0.00379591 0.00548564 0.00889378
internal_weight=0 2102 2028 1926 1874 858 801 718 534 153 184 1819 1764 1698 381 253 197 128 113
internal_count=2960 2102 2028 1926 1874 858 801 718 534 153 184 1819 1764 1698 381 253 197 128 113
is_linear=0
shrinkage=0.16829


Tree=7546
num_leaves=29
num_cat=0
split_feature=1 1 16 447 49 43 15 10 1 43 15 43 47 51 457 1453 15 150 49 43 160 16 47 49 51 15 43 16
split_gain=8.1966 1.37454 0.828502 0.549366 0.444846 0.436746 0.407397 0.392411 0.332319 0.314764 0.239947 0.191317 0.182911 0.252625 0.16099 0.153951 0.195166 0.131049 0.130251 0.1907 0.103325 0.0700728 0.0625313 0.0508952 0.0506644 0.0498185 0.048406 0.0613477
threshold=0.10123500000000001 0.12313000000000002 0.12992000000000004 0.085135000000000016 0.114915 -0.00088499999999999983 0.079600000000000018 -0.0062549999999999993 0.094165000000000013 1.0000000180025095e-35 -0.19153499999999998 0.0085250000000000031 0.077065000000000008 0.085655000000000023 0.079020000000000021 -0.076919999999999988 0.11447500000000001 0.081245000000000026 0.047620000000000003 -0.012119999999999997 -0.022899999999999997 -0.43279999999999996 0.10678000000000001 0.13281000000000001 -0.11101499999999999 -0.085874999999999993 0.10440000000000002 -0.079144999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 5 8 12 -3 15 14 21 -8 13 20 18 -1 17 -17 19 25 -7 -9 -12 -6 -4 -2 27 -13
right_child=1 7 24 -5 23 6 11 10 -10 -11 22 26 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0011503746318437408 0.00059500270574380993 0.00010321148201465306 0.00094124026883719196 0.00058154423290202018 0.00064715636977386633 0.00066135682792273264 0.0010721127705621888 0.00037584866298816792 0.0007523842200861825 0.00077494084041651601 0.00042426698811103702 0.00091429034787679823 0.00091801945001230103 0.00054136919355035759 0.00034546471626180841 0.00096155784539001085 0.00079008949091423917 0.0010783349387128787 0.000392620715660647 0.00043914199312443641 0.0008384318192659584 0.00020817765494113383 0.00059028784308018086 0.00079281968369545458 0.000794090911439126 0.00074042943575604477 0.00094755916105670904 0.00076787099862335299
leaf_weight=52 60 67 52 56 63 53 86 52 82 52 52 71 71 62 63 1085 69 122 55 68 130 60 52 52 62 52 94 65
leaf_count=52 60 67 52 56 63 53 86 52 82 52 52 71 71 62 63 1085 69 122 55 68 130 60 52 52 62 52 94 65
internal_value=0 0.00050606 0.00061669 0.000905947 0.000914353 0.000925657 0.000853066 0.00032455 0.00095817 0.000536845 0.000393043 0.000937355 0.000768665 0.000725238 0.000495179 0.00097085 0.000963506 0.000973391 0.000535166 0.000578526 0.00078734 0.000286339 0.000507616 0.000713328 0.000861521 0.000662837 0.000886814 0.00084457
internal_weight=0 747 464 2213 2157 2042 632 283 1410 350 216 316 316 245 298 1328 1276 1207 235 180 183 112 104 115 114 112 230 136
internal_count=2960 747 464 2213 2157 2042 632 283 1410 350 216 316 316 245 298 1328 1276 1207 235 180 183 112 104 115 114 112 230 136
is_linear=0
shrinkage=0.0032998


Tree=7547
num_leaves=28
num_cat=0
split_feature=3 128 4 51 43 15 40 15 11 52 133 43 0 0 52 4 3 0 52 3 0 1 52 16 3 0 42
split_gain=0.217769 0.155501 0.183355 0.152467 0.127081 0.148796 0.106188 0.102592 0.161822 0.10037 0.149329 0.100129 0.0919103 0.106978 0.0913295 0.0908568 0.0885911 0.153358 0.0797948 0.078204 0.0771133 0.101766 0.10106 0.0656629 0.0581244 0.0446203 0.035124
threshold=-0.073444999999999983 1.0000000180025095e-35 -0.052959999999999993 -0.070054999999999992 0.0085250000000000031 0.087520000000000014 -0.08440499999999998 -0.13513499999999998 0.08235000000000002 0.060690000000000008 -0.086804999999999979 -0.065749999999999989 -0.048199999999999993 -0.066574999999999981 0.14295500000000003 -0.37626499999999991 -0.0096849999999999974 -0.11167499999999998 0.12802500000000003 -0.00083499999999999991 -0.084044999999999995 0.088885000000000006 0.008405000000000001 -0.034004999999999994 -0.093419999999999989 -0.081644999999999981 0.082690000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 11 19 5 7 -5 26 12 25 -11 -2 13 24 16 -13 23 -18 20 -4 -7 22 -22 -8 -9 -6 -1
right_child=1 -3 3 6 9 18 14 8 -10 10 -12 15 -14 -15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=0.011637582488449908 0.01267774511627903 0.01107106164502525 -0.00071210233143650286 -0.0039361375146175926 0.008196081686346628 0.014858943584755572 0.0040514515639937156 0.0020394855809832634 -0.0026790927188972084 0.0036519985694113736 -0.0081428409949818523 0.0082065627044429369 0.01116511339739658 -0.00257471810731447 -0.002067347039281298 0.00083135116274451917 0.0049357883194353688 -0.0026213992463676415 0.0038515642778243816 -0.0097361697546461089 0.0022087959877172348 0.013284148249545309 0.010424471840888225 0.011577923477073565 0.0058452789021066409 0.0024504280711346018 0.006171759793101729
leaf_weight=87 52 58 58 80 73 75 80 136 78 73 52 90 70 52 97 101 201 122 72 52 87 90 84 57 743 83 57
leaf_count=87 52 58 58 80 73 75 80 136 78 73 52 90 70 52 97 101 201 122 72 52 87 90 84 57 743 83 57
internal_value=0 0.00259452 0.0020961 0.000787074 0.00561691 0.00618705 0.00178826 0.00525508 0.00468871 0.0023013 -0.00124028 0.00611273 0.00526462 0.00481904 0.00261366 0.00431599 0.00360465 0.00207581 0.00897626 -0.00499436 0.0100691 0.00868578 0.00625507 0.00719602 0.00525849 0.00515062 0.0094865
internal_weight=0 1048 990 747 1912 1631 637 1223 1079 281 125 243 1001 931 557 191 460 323 408 110 336 261 171 137 879 156 144
internal_count=2960 1048 990 747 1912 1631 637 1223 1079 281 125 243 1001 931 557 191 460 323 408 110 336 261 171 137 879 156 144
is_linear=0
shrinkage=0.16829


Tree=7548
num_leaves=28
num_cat=0
split_feature=3 151 4 4 52 48 3 160 156 4 48 52 15 1 52 3 49 49 52 47 15 1 1 4 3 3 3
split_gain=0.156564 0.129701 0.118089 0.125164 0.433903 0.244762 0.112735 0.12304 0.121015 0.0945587 0.0883543 0.101205 0.0800895 0.123971 0.0801522 0.097204 0.0790786 0.119783 0.0984935 0.0899531 0.0741452 0.127793 0.277361 0.0670066 0.0465831 0.0346023 0.0623918
threshold=-0.026279999999999998 0.015440000000000001 -0.37626499999999991 -0.011369999999999998 -0.085009999999999988 -1.0000000180025095e-35 -0.093419999999999989 -0.08070999999999999 1.0000000180025095e-35 0.043640000000000005 0.090935000000000016 -0.054584999999999995 -0.2987999999999999 0.13472500000000001 -0.065394999999999995 0.0025650000000000004 0.11580500000000001 0.097500000000000017 0.087400000000000019 0.091680000000000011 0.088805000000000009 0.10723500000000001 0.088340000000000016 -0.0014249999999999998 -0.073444999999999983 -0.07798999999999999 -0.080914999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 4 -4 -5 7 -1 20 16 12 -12 13 -7 -14 -16 17 18 19 -8 21 22 -9 -20 25 26 -11
right_child=2 -3 3 5 -6 10 9 8 -10 24 11 -13 14 -15 15 -17 -18 -19 23 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.0034313150247234766 0.0069172604025129732 0.01123120164986678 0.0068169131551753257 -0.0085974354368937925 -0.013986292494753153 0.0076963017406153165 0.0069834094090983527 0.0023026841194120984 0.0098318286262804814 0.0056624330643241117 0.0049886936501242164 -0.0046974449837247217 0.0027066974872780383 -0.0025929733737917932 0.0048382990334750646 0.015001107183131636 -0.00097613053937388764 0.01347081661278904 0.0041710136552029781 -9.4192049518716407e-05 0.0072555460190399986 0.0082410926084751663 -0.011720419833624143 -0.0020865149541500314 -0.0012210328693197279 0.0070670390950388351 -0.0023104179386266009
leaf_weight=95 102 78 53 56 61 56 754 172 67 58 53 72 74 81 54 54 52 54 444 54 62 53 52 54 88 54 53
leaf_count=95 102 78 53 56 61 56 754 172 67 58 53 72 74 81 54 54 52 54 444 54 62 53 52 54 88 54 53
internal_value=0 0.00447508 0.00161257 0.000728409 -0.00429887 0.00187822 0.00423095 0.00201153 0.00328953 0.0048977 0.00320352 -0.000576149 0.00469022 0.00159975 0.00700669 0.00993634 0.00543522 0.00568168 0.00535824 0.00650818 0.0019912 0.000806418 -0.000944659 0.00348888 0.00189068 0.00356115 0.00183939
internal_weight=0 2244 716 614 114 500 2166 501 406 1665 444 125 319 137 182 108 1412 1360 1306 808 339 277 224 498 253 165 111
internal_count=2960 2244 716 614 114 500 2166 501 406 1665 444 125 319 137 182 108 1412 1360 1306 808 339 277 224 498 253 165 111
is_linear=0
shrinkage=0.16829


Tree=7549
num_leaves=13
num_cat=0
split_feature=1373 403 1456 4 0 149 0 133 475 48 1456 1456
split_gain=0.139609 0.126782 0.136634 0.0924085 0.0875234 0.088237 0.0951725 0.154636 0.204184 0.116082 0.102287 0.0379052
threshold=0.084345000000000017 -0.5407249999999999 -0.077489999999999989 -0.040874999999999995 -0.22163999999999998 1.0000000180025095e-35 -0.0033699999999999993 0.087720000000000006 -0.0043899999999999989 0.13224500000000003 -0.011624999999999998 -0.086239999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 9 8 -8 10 -6 -5
right_child=-2 2 4 11 5 -7 7 -9 -10 -11 -12 -13
leaf_value=0.010067187763352267 -0.0046157794129062027 0.01202502927437454 -0.0020701723206118742 0.0021807587406939238 -0.0043598813764710032 0.0088565392480685606 0.0045024492763834278 0.0077670580167037741 -0.0063070330131102118 0.010985003066974345 0.0031832034188896061 0.007963573502743581
leaf_weight=77 64 75 100 78 52 71 79 55 132 53 2068 56
leaf_count=77 64 75 100 78 52 71 79 55 132 53 2068 56
internal_value=0 0.00331927 0.00313431 0.00728005 0.00280165 0.00299646 0.00282514 -0.000173133 -0.00225137 0.00319298 0.00299734 0.00461087
internal_weight=0 2896 2819 209 2610 2510 2439 266 211 2173 2120 134
internal_count=2960 2896 2819 209 2610 2510 2439 266 211 2173 2120 134
is_linear=0
shrinkage=0.16829


Tree=7550
num_leaves=23
num_cat=0
split_feature=4 2 39 15 150 2 3 0 2 15 4 4 2 15 0 15 16 0 15 16 43 0
split_gain=4.13441 1.53412 1.1537 0.432522 0.310399 0.771343 0.300436 0.296755 0.424786 0.240906 0.27865 0.318738 0.187706 0.186369 0.290808 0.178148 0.159191 0.152958 0.12691 0.129845 0.0711396 0.0351287
threshold=0.31392000000000003 0.14253500000000002 0.055555000000000007 0.039965000000000007 0.082085000000000019 0.090695000000000012 -0.14884499999999998 -0.068669999999999995 0.096080000000000013 -0.16749999999999998 -0.47860499999999995 -0.14088999999999999 0.13913500000000004 0.084100000000000022 -0.13955999999999996 0.085465000000000013 0.0060400000000000011 0.11160500000000002 -0.46188999999999997 -0.53342999999999996 -0.085079999999999975 -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
left_child=1 2 3 4 9 20 -2 8 -4 -1 17 -12 18 -5 -15 21 -17 -11 -8 -20 -6 -16
right_child=6 -3 7 13 5 -7 12 -9 -10 10 11 -13 -14 14 15 16 -18 -19 19 -21 -22 -23
leaf_value=0.00093744511078859517 0.00055641125814051226 0.0003003396491328885 0.00082637455578666848 0.0009547109975976411 0.00086329241184910472 0.00036138922818159644 0.0004453618743625694 0.00033228814300042468 0.00043084746443838878 0.00074079569600352308 0.00050733368033213774 0.00073227900935359826 0.00015615649943258702 0.001035502083102326 0.00059448767369327802 0.00082199152723604041 0.00067740378387841057 0.00097664744729694403 0.00038233376056413321 0.00015180011889233573 0.00070035481152063653 0.00071999892749873061
leaf_weight=69 56 88 52 97 54 84 82 73 70 53 76 824 81 55 53 678 98 75 56 52 74 56
leaf_count=69 56 88 52 97 54 84 82 73 70 53 76 824 81 55 53 678 98 75 56 52 74 56
internal_value=0 0.000729346 0.000744189 0.000764489 0.000724368 0.000607883 0.000335696 0.000499786 0.000599722 0.000746847 0.000734019 0.000713323 0.000289957 0.000815101 0.000800657 0.000786022 0.000803777 0.000879265 0.000346813 0.000271662 0.000769369 0.000659294
internal_weight=0 2629 2541 2346 1309 212 327 195 122 1097 1028 900 271 1037 940 885 776 128 190 108 128 109
internal_count=2956 2629 2541 2346 1309 212 327 195 122 1097 1028 900 271 1037 940 885 776 128 190 108 128 109
is_linear=0
shrinkage=0.0032998


Tree=7551
num_leaves=30
num_cat=0
split_feature=12 97 12 132 156 12 51 133 1210 133 43 43 12 43 11 52 43 11 43 43 133 12 43 12 133 474 133 12 52
split_gain=4.73736 0.926176 0.786131 0.630207 0.689401 0.474038 0.300321 0.227531 0.193133 0.162295 0.154318 0.217982 0.13576 0.259764 0.136891 0.130742 0.125324 0.113057 0.145538 0.152014 0.101023 0.0893899 0.0840141 0.0677193 0.0648919 0.0582128 0.0337807 0.0294171 0.0202171
threshold=0.056995000000000011 -0.0047149999999999996 0.14472000000000004 0.091440000000000007 0.081990000000000021 0.087745000000000004 -0.093789999999999984 -0.0094199999999999978 -0.063274999999999984 -0.13863999999999996 -0.116045 -1.0000000180025095e-35 0.096990000000000007 -0.11158 1.0000000180025095e-35 -0.060344999999999996 -0.037954999999999996 1.0000000180025095e-35 -0.00088499999999999983 -0.0082999999999999984 -0.010024999999999997 -0.088999999999999982 0.00042000000000000007 0.098455000000000015 0.096875000000000017 0.086675000000000016 0.28072000000000003 0.103675 0.042815000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 7 8 -6 -3 -2 23 -9 21 13 -11 25 -13 24 18 19 20 -10 -12 -18 28 27 -15 -26 -14 -7
right_child=2 3 -4 -5 6 9 -8 10 17 12 11 15 16 14 -16 -17 22 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 -30
leaf_value=9.0010037729253113e-05 0.00099854563391122602 0.00063700029417853774 0.000379345597658883 0.00014436017249661002 0.00086601253776865587 0.0008174191538552507 0.0005600489412390864 0.00059703317875760384 0.00091798949908653709 0.0005604319358111314 0.00037080108235081912 0.00056651372632235083 0.00082476066736695771 0.00072857305816327773 0.0009180904561563643 0.0004136101827504404 0.00050473240045274066 0.00093794360084564841 0.0006631636946936323 0.0009676710031041733 0.00077171389021373177 0.0001865609817336832 0.00065931396011480973 0.00073150952019207668 0.00058343042122999871 0.00084081699480944986 0.00070774586315634476 0.0007070132287230335 0.00091584943040813127
leaf_weight=71 66 69 62 55 73 64 69 56 63 88 67 88 53 588 52 213 80 69 83 64 379 52 80 77 53 60 54 55 53
leaf_count=71 66 69 62 55 73 64 69 56 63 88 67 88 53 588 52 213 80 69 83 64 379 52 80 77 53 60 54 55 53
internal_value=0 0.000450669 0.00074664 0.000485132 0.000512362 0.000757566 0.000717588 0.000458826 0.000826084 0.000720983 0.000432924 0.000410959 0.000706008 0.000730983 0.000752373 0.00045843 0.000653435 0.000808732 0.000793535 0.00081485 0.000792643 0.000290589 0.000582243 0.000810575 0.00070625 0.00073902 0.000646498 0.000765123 0.000862308
internal_weight=0 813 2143 742 687 2081 142 545 724 1357 476 420 1163 788 700 301 375 658 589 506 442 119 160 194 215 648 107 108 117
internal_count=2956 813 2143 742 687 2081 142 545 724 1357 476 420 1163 788 700 301 375 658 589 506 442 119 160 194 215 648 107 108 117
is_linear=0
shrinkage=0.0032998


Tree=7552
num_leaves=24
num_cat=0
split_feature=1 52 47 39 52 4 11 1 2 124 2 1 484 1 1 4 1453 3 1 4 13 13 2
split_gain=7.63198 1.84034 0.896341 0.708073 0.604816 0.596523 0.402574 0.39228 0.285625 0.53292 0.282866 0.328091 0.256518 0.254991 0.23096 0.185931 0.208031 0.256556 0.140999 0.439248 0.106043 0.0411051 0.0194867
threshold=0.10442000000000001 -0.40891499999999997 0.10364500000000001 0.0047850000000000011 0.12456500000000001 0.25367000000000006 1.0000000180025095e-35 0.094165000000000013 0.13881000000000002 -0.076164999999999983 0.089545000000000013 0.08864000000000001 -0.042224999999999992 0.12381000000000002 0.081540000000000015 -0.088484999999999994 -0.014859999999999998 -0.062324999999999998 0.11050000000000001 0.31392000000000003 -0.049994999999999991 -0.08811999999999999 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
left_child=3 -2 4 5 8 6 10 -5 9 -3 15 12 -12 -4 -8 22 -17 -18 -11 -20 -14 -10 -1
right_child=1 2 13 7 -6 -7 14 -9 21 18 11 -13 20 -15 -16 16 17 -19 19 -21 -22 -23 -24
leaf_value=0.0007883560646997031 0.0010231016793343763 0.00017736243433842176 0.00085305517183082813 0.00083293314515023016 0.0007046719144163311 0.00063785795549180669 0.00095921751620818042 0.00046533409484266126 0.0001450794988922173 0.00035762718719416377 0.00074914393155435608 0.0006648897088676215 0.00088907954836223645 0.00054496854031658407 0.001245110021461905 0.0007802748347228906 0.00097663508573095641 0.0011734333535723114 0.00076545699214361116 0.00040665272971246078 0.00098221352823444057 0.00027164503638781571 0.00088771309053430124
leaf_weight=57 72 80 68 83 62 70 54 52 52 62 97 68 286 53 77 55 975 80 61 97 277 65 53
leaf_count=57 72 80 68 83 62 70 54 52 52 62 97 68 286 53 77 55 975 80 61 97 277 65 53
internal_value=0 0.0005242 0.000464273 0.000924402 0.000400005 0.00093901 0.000949133 0.0006916 0.000354622 0.000408686 0.000937118 0.000885076 0.000907708 0.000718399 0.00112753 0.000968143 0.000981153 0.000991592 0.000492643 0.000545401 0.000934965 0.000215695 0.000836548
internal_weight=0 672 600 2284 479 2149 2079 135 417 300 1948 728 660 121 131 1220 1110 1055 220 158 563 117 110
internal_count=2956 672 600 2284 479 2149 2079 135 417 300 1948 728 660 121 131 1220 1110 1055 220 158 563 117 110
is_linear=0
shrinkage=0.0032998


Tree=7553
num_leaves=28
num_cat=0
split_feature=4 12 13 2 48 2 4 4 2 11 15 40 4 51 51 12 2 484 157 11 12 4 15 15 15 16 12
split_gain=12.3212 3.32119 1.45776 1.04256 0.876953 0.673893 0.478921 0.459665 0.449558 0.34711 0.337973 0.292015 0.292332 0.260661 0.258934 0.230496 0.441312 0.223878 0.156876 0.148775 0.119299 0.151542 0.112442 0.100765 0.0907629 0.078179 0.0454407
threshold=0.31392000000000003 0.056995000000000011 -0.00027999999999999998 0.13154000000000002 0.087215000000000015 0.10384 0.053330000000000009 -0.018964999999999999 -0.13746499999999998 1.0000000180025095e-35 0.043560000000000008 -0.04476999999999999 0.51292000000000015 -0.093789999999999984 0.046060000000000011 0.087665000000000007 0.088555000000000009 -0.081694999999999976 -0.061169999999999995 0.088160000000000002 0.088845000000000021 0.066300000000000012 -0.088484999999999994 -0.068309999999999996 -0.19631499999999999 0.19384500000000002 0.097345000000000015
decision_type=2 2 2 2 2 2 2 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 13 9 -1 -2 15 19 -10 24 -4 -6 16 17 -3 23 -11 -8 -22 -15 -17 -13 -20 -23
right_child=8 3 5 -5 14 -7 20 -9 11 10 -12 12 -14 22 -16 18 -18 -19 25 -21 21 26 -24 -25 -26 -27 -28
leaf_value=0.00050056546232245562 0.00053919248559326544 0.00095948504677240327 0.0011412688706123779 0.0005463900158721197 0.00047914738641965406 0.00063230694813560281 0.0010041383212880031 0.0008937412416466031 4.8050731276316508e-05 0.00094237130803395371 0.0013920004596663688 0.00046254753658036017 9.9786527888399507e-05 0.00077636043761939008 0.00017704210633767754 0.0009890176071054523 0.00083823842074369373 0.0011382999391427433 0.0010167190911898848 0.0011965227457610762 0.00068652051392550462 0.0009636918439099953 0.00096658806840192756 0.00079193117147607363 0.00028153131501973378 0.00091559940389129987 0.00082596908429289143
leaf_weight=58 54 96 69 53 66 91 61 75 85 52 56 64 64 58 59 52 78 436 778 53 56 62 92 70 60 102 56
leaf_count=58 54 96 69 53 66 91 61 75 85 52 56 64 64 58 59 52 78 436 778 53 56 62 92 70 60 102 56
internal_value=0 0.000943034 0.000719404 0.00100465 0.000535807 0.000872091 0.00101673 0.000722546 0.000263679 0.00103539 0.00118287 0.000209052 0.000281658 0.000971566 0.000336836 0.00102064 0.00107191 0.0011061 0.00098939 0.00107099 0.000875772 0.000830568 0.000893268 0.000876224 0.000375243 0.00100504 0.00089863
internal_weight=0 2629 568 2061 258 310 2008 133 327 1773 161 273 188 219 125 1612 610 532 1002 105 235 174 150 122 124 880 118
internal_count=2956 2629 568 2061 258 310 2008 133 327 1773 161 273 188 219 125 1612 610 532 1002 105 235 174 150 122 124 880 118
is_linear=0
shrinkage=0.0032998


Tree=7554
num_leaves=22
num_cat=0
split_feature=4 3 39 11 0 16 160 15 4 3 0 42 39 133 3 0 43 16 133 43 133
split_gain=7.97717 1.94505 1.17985 0.553502 0.526636 0.467082 0.364701 0.329687 0.307188 0.493095 0.268816 0.215749 0.200948 0.192376 0.168914 0.183923 0.156329 0.287634 0.139315 0.124731 0.0772473
threshold=0.31392000000000003 0.28833000000000003 0.0047850000000000011 1.0000000180025095e-35 -0.071879999999999986 -0.53342999999999996 -1.0000000180025095e-35 0.043560000000000008 0.0049450000000000006 -0.095789999999999986 0.11160500000000002 -0.09496499999999998 0.088090000000000016 0.081310000000000007 0.091085000000000013 -0.10934999999999999 0.041625000000000002 -0.095564999999999983 -0.42211999999999994 -0.025079999999999995 0.097995000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 12 -2 -7 10 9 11 -5 -1 -4 -13 15 -10 17 -11 -18 -8 -17
right_child=5 -3 4 7 -6 6 19 -9 14 16 -12 13 -14 -15 -16 20 18 -19 -20 -21 -22
leaf_value=0.00094238666559337645 0.00056417521931511998 0.00034036298592935685 0.0007012160185044888 0.00085200379272544816 0.00051121223438488502 0.00044122601020120888 6.7847738778766261e-05 0.0013287887092214498 0.0010052090914412985 0.0011837681317314992 0.0011724926546842836 0.00060863981389496294 0.00097724581050060593 0.00086448773890186747 0.00066736369341557618 0.00085782110623729472 0.0009875685513671302 0.00096832315784326384 0.00081289954561235311 0.00026418697945584078 0.00071760539747953991
leaf_weight=71 88 65 60 56 101 95 64 57 88 73 61 79 58 56 52 232 86 1247 130 80 57
leaf_count=71 88 65 60 56 101 95 64 57 88 73 61 79 58 56 52 232 86 1247 130 80 57
internal_value=0 0.00090494 0.000919239 0.000940912 0.000687014 0.000358247 0.000282277 0.00112095 0.000926466 0.000946117 0.0010194 0.000793562 0.00083719 0.00071503 0.000846585 0.000871212 0.000966554 0.000980265 0.000882607 0.00017717 0.000830288
internal_weight=0 2629 2564 2345 219 327 239 174 2171 1742 117 206 118 135 429 377 1536 1320 216 144 289
internal_count=2956 2629 2564 2345 219 327 239 174 2171 1742 117 206 118 135 429 377 1536 1320 216 144 289
is_linear=0
shrinkage=0.0032998


Tree=7555
num_leaves=14
num_cat=0
split_feature=1 33 4 4 2 11 1212 13 403 376 1427 13 39
split_gain=0.180966 0.201322 0.19872 0.129536 0.128245 0.114409 0.123051 0.106069 0.0945845 0.0911957 0.0809927 0.0787027 0.0781671
threshold=0.13707500000000003 1.0000000180025095e-35 0.51152500000000012 0.11023000000000001 -0.0098549999999999974 1.0000000180025095e-35 0.12218000000000002 0.096295000000000006 -0.54880999999999991 0.076485000000000011 0.087620000000000017 -0.10939499999999998 0.085765000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 12 6 8 11 -6 10 -10 -7 -1
right_child=2 -3 -4 -5 5 7 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.0046348422395242643 0.0019263961661161704 0.016067190546949189 0.0085300222379928285 -0.0095050639345090632 -0.0016477344283583612 0.0079871088089590835 0.012846422783398936 0.0035328414569153073 0.0058196933956531924 -0.00021929821579951949 -0.00037071171074707753 0.015909359689693092 0.0044194122784015433
leaf_weight=54 54 53 53 58 54 70 63 58 2165 77 61 75 54
leaf_count=54 54 53 53 58 54 70 63 58 2165 77 61 75 54
internal_value=0 0.0057763 2.92295e-05 -0.00397743 0.00557593 0.00580994 0.00548632 0.0096591 0.00528883 0.00545226 0.00564925 0.0120972 -9.10799e-05
internal_weight=0 2784 165 112 2731 2623 2420 203 2357 2303 2226 145 108
internal_count=2949 2784 165 112 2731 2623 2420 203 2357 2303 2226 145 108
is_linear=0
shrinkage=0.16829


Tree=7556
num_leaves=28
num_cat=0
split_feature=4 3 13 133 11 3 3 48 3 11 48 52 4 52 3 1447 13 52 51 4 133 3 4 4 133 3 3
split_gain=12.0681 3.6227 1.37548 0.719494 0.650099 0.819593 0.524456 0.569976 0.366286 0.364444 0.336458 0.280155 0.269786 0.21399 0.202676 0.194275 0.153545 0.169039 0.146833 0.143633 0.110808 0.0940404 0.182603 0.0912444 0.0372854 0.0750996 0.0190671
threshold=0.27998000000000006 -0.049204999999999992 -1.0000000180025095e-35 -0.0094199999999999978 1.0000000180025095e-35 -0.10690999999999999 0.110335 0.086260000000000017 -0.14954999999999999 0.08235000000000002 0.086840000000000014 -0.0043399999999999992 0.008570000000000003 0.053330000000000009 0.057935000000000007 -0.086059999999999984 0.055610000000000007 -0.0094049999999999984 -0.029924999999999997 -0.018964999999999999 0.096205000000000013 0.13470000000000001 0.44128500000000004 -0.0086549999999999978 0.031880000000000012 -0.077384999999999995 -0.089704999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 11 7 14 -2 -6 19 -1 15 21 -4 -7 17 -17 -11 -5 24 22 -10 -12 25 -14 -18
right_child=8 2 6 10 9 12 -8 -9 13 18 23 -13 20 -15 -16 16 26 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00052418866697302789 0.00048173749762418138 0.00081839368782092006 0.00088736275258298318 0.00045405180744254243 0.0013791233293254815 0.0011806248821136641 0.00055570745883693862 0.00066484882077401484 0.00032071936863330093 0.0011762668042847315 0.00040928129479568678 0.00083944142273744142 0.00082893640130801108 0.00036097410668644382 0.0011241206837831999 0.0009482996716921329 0.00092345867088817883 0.001031625864467884 0.00094148714188608455 0.00070130315986533897 0.00077751373174630403 1.7213657722330344e-05 8.4431274594191981e-05 0.00022441922063894316 0.0010023358322831437 0.00099509247989527081 0.00082267450342454198
leaf_weight=52 57 73 70 53 63 67 53 68 60 65 61 78 78 61 97 399 52 888 57 52 74 53 89 58 63 54 54
leaf_count=52 57 73 70 53 63 67 53 68 60 65 61 78 78 61 97 399 52 888 57 52 74 53 89 58 63 54 54
internal_value=0 0.000920376 0.000691208 0.000533329 0.000985947 0.000967274 0.000853899 0.000921001 0.000241529 0.00117339 0.000440271 0.000713611 0.000986327 0.000189335 0.00102509 0.00100421 0.000995697 0.00100582 0.00106686 0.000576836 0.000889148 0.000137328 0.000179817 0.000319476 0.000931332 0.000897176 0.000872448
internal_weight=0 2629 585 297 2044 1859 288 235 320 185 224 130 1729 263 167 1460 1393 1287 122 105 269 202 149 119 195 132 106
internal_count=2949 2629 585 297 2044 1859 288 235 320 185 224 130 1729 263 167 1460 1393 1287 122 105 269 202 149 119 195 132 106
is_linear=0
shrinkage=0.0032998


Tree=7557
num_leaves=15
num_cat=0
split_feature=151 0 0 133 1 42 41 12 12 47 51 133 403 15
split_gain=0.180639 0.229651 0.192896 0.145439 0.165177 0.137311 0.126833 0.169208 0.143389 0.165909 0.116581 0.0824171 0.0608479 0.0407816
threshold=0.10280000000000002 -0.23146499999999998 -0.21196999999999996 -0.07192999999999998 0.14195000000000002 0.10077000000000001 0.075585000000000013 0.085345000000000018 0.085205000000000017 0.096770000000000009 -0.089539999999999995 -0.44221499999999997 -0.5407249999999999 0.087825000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 10 8 -8 9 -5 -4 -12 -10 -13
right_child=-2 2 3 4 -6 -7 7 -9 12 -11 11 13 -14 -15
leaf_value=0.014567530460492613 -0.0030413731672070052 -0.0046433514117808798 -0.00047576816267075176 0.0020056089635022614 -0.0023683628058786647 0.015995466140713677 0.01720281353601889 0.0038883383134420569 0.011230257811928622 0.010927538188557599 0.0027032142656400571 0.0078950935572514001 0.0055254854745698904 0.012204242560142048
leaf_weight=75 74 56 53 658 89 53 55 54 56 65 73 258 1245 85
leaf_count=75 74 56 53 658 89 53 55 54 56 65 73 258 1245 85
internal_value=0 0.00536443 0.00511728 0.00531713 0.00472126 0.00785013 0.00501792 0.0106231 0.00471517 0.0028102 0.00692582 0.00787313 0.00577242 0.0089682
internal_weight=0 2875 2800 2744 2222 522 2133 109 2024 723 469 416 1301 343
internal_count=2949 2875 2800 2744 2222 522 2133 109 2024 723 469 416 1301 343
is_linear=0
shrinkage=0.16829


Tree=7558
num_leaves=20
num_cat=0
split_feature=3 1 1375 42 157 159 31 3 51 1 51 39 156 3 159 159 16 1 13
split_gain=0.138023 0.16055 0.166089 0.156609 0.136677 0.106187 0.123861 0.106036 0.105022 0.0892157 0.0868061 0.0953754 0.0848671 0.0692214 0.0890481 0.0857391 0.0636711 0.032213 0.0790982
threshold=-0.13827999999999999 0.10575500000000002 -1.0000000180025095e-35 0.086510000000000017 -0.022224999999999998 0.10384500000000001 -1.0000000180025095e-35 -0.16270999999999997 0.10532000000000001 0.099440000000000014 -0.22411499999999998 0.0039300000000000003 0.08653000000000001 -0.082914999999999975 0.091625000000000026 0.089930000000000024 -1.0000000180025095e-35 0.13707500000000003 -0.077034999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 4 -1 6 -3 -6 16 10 -4 13 -2 14 -12 -15 17 18 -8
right_child=1 5 9 -5 7 -7 8 -9 -10 -11 11 -13 -14 15 -16 -17 -18 -19 -20
leaf_value=0.012552507820521327 -0.0065082288276149623 -0.0074744459309474681 0.0096213284802251844 0.014171447999571488 -0.00079130897871370492 0.0062066369909347567 -0.001782288077092298 0.0079750361804827325 0.0066283471648914127 0.0098453478492460771 0.0028187520981149475 -0.0011014989319554462 0.0029611015304542086 0.0061094362107855888 0.0089457139714430485 0.00081727104673118647 -0.0036762464146116482 -0.0020772484506008482 0.006085545433643905
leaf_weight=56 55 53 95 79 93 101 62 67 80 99 676 85 52 885 75 97 101 52 86
leaf_count=56 55 53 95 79 93 101 62 67 80 99 676 85 52 885 75 97 101 52 86
internal_value=0 0.00390112 0.00455915 0.00774582 0.00538739 0.00129147 0.000143478 0.00286837 0.00120791 0.00490299 0.00464627 0.00438531 -0.00188952 0.00465547 0.00343302 0.00558852 -0.000226775 0.00150622 0.00277742
internal_weight=0 2654 2119 295 216 535 434 160 381 2012 1913 1818 107 1733 751 982 301 200 148
internal_count=2949 2654 2119 295 216 535 434 160 381 2012 1913 1818 107 1733 751 982 301 200 148
is_linear=0
shrinkage=0.16829


Tree=7559
num_leaves=13
num_cat=0
split_feature=151 0 0 51 51 133 480 1186 0 129 15 42
split_gain=0.114327 0.144795 0.120142 0.111643 0.196475 0.103404 0.0804821 0.0733393 0.0730654 0.061343 0.0444843 0.0383786
threshold=0.10280000000000002 -0.23146499999999998 -0.195045 -0.22508999999999998 -0.14644999999999997 -0.07192999999999998 -0.039079999999999997 0.0044650000000000011 -0.07087499999999998 0.088210000000000011 -0.066784999999999983 0.086205000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 -5 9 -7 -8 -4 10 -6 -10
right_child=-2 2 3 4 5 6 7 -9 11 -11 -12 -13
leaf_value=0.011042517083635144 -0.0029522391999467143 -0.0033841769639118276 0.013069433677639016 -0.006328684486552846 0.0044158499266206764 0.0087436269903963838 0.0030944716456239143 -0.0032365161433375931 0.0083175780628717989 0.0013613627178167766 0.0080835720120490499 0.0023019016908626304
leaf_weight=75 74 69 53 57 154 70 1897 53 66 73 251 57
leaf_count=75 74 69 53 57 154 70 1897 53 66 73 251 57
internal_value=0 0.00373388 0.00353747 0.00371301 0.00342935 0.00365273 0.00312412 0.00292148 0.00782069 0.00588282 0.00669337 0.00554443
internal_weight=0 2875 2800 2731 2555 2498 2020 1950 176 478 405 123
internal_count=2949 2875 2800 2731 2555 2498 2020 1950 176 478 405 123
is_linear=0
shrinkage=0.16829


Tree=7560
num_leaves=30
num_cat=0
split_feature=4 15 4 52 0 2 2 4 15 12 1375 484 15 150 12 50 15 0 47 0 0 2 130 1446 4 0 0 2 12
split_gain=0.220615 0.125317 0.210955 0.116433 0.115803 0.131378 0.117432 0.167978 0.15945 0.147656 0.112717 0.156535 0.0940807 0.0842486 0.0934205 0.0791801 0.0782137 0.0755054 0.0749568 0.136652 0.0933557 0.171152 0.0676848 0.0559587 0.05196 0.0436045 0.0871335 0.0321902 0.00440616
threshold=0.31392000000000003 -0.43091499999999999 0.51326500000000019 -0.55901999999999985 -0.077614999999999976 -0.007134999999999999 0.087605000000000002 -0.0096349999999999977 -0.10192499999999999 0.082595000000000016 -0.081864999999999979 0.079595000000000013 -0.54528999999999994 0.085595000000000018 -1.0000000180025095e-35 0.090630000000000016 -0.14051999999999998 -0.087404999999999997 0.085165000000000018 -0.055729999999999995 -0.037444999999999992 0.098655000000000007 -0.0037899999999999995 0.083735000000000018 -0.082199999999999981 -0.073374999999999982 -0.064734999999999987 0.092545000000000016 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 6 -6 7 15 -9 -10 -8 16 -4 14 -3 23 -12 -11 20 -20 25 -22 -18 24 -5 27 -27 -7 -17
right_child=1 13 12 4 5 18 10 8 9 17 11 -13 -14 -15 -16 28 22 -19 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30
leaf_value=0.010802358004910161 0.011341308012338491 -0.001447859728367329 0.0034087546241069089 0.0074842862473074095 -0.0048517559991577966 -0.0023251296080602246 -0.0042041176371727133 0.0023624146533385419 0.019235750537228279 0.0060935188604474876 0.0075380360818771914 0.0099246457411201021 -0.0064246066623330107 0.0014362408218039746 -0.011085864027327351 0.0013102953955580444 -0.003520857360289014 0.013811968911302609 0.0043839595945101822 -0.007538855637494634 0.013241675582307063 0.0022950935753825365 0.002579522104318012 0.00082670620916628181 0.0038872629992258061 0.0057772471230358438 -1.244032167320844e-05 0.0025739029935875303 -0.00082412928575666448
leaf_weight=69 54 56 55 256 70 83 56 71 54 98 82 97 55 58 59 53 57 58 57 52 70 97 515 73 210 179 124 70 56
leaf_count=69 54 56 55 256 70 83 56 71 54 98 82 97 55 58 59 53 57 58 57 52 70 97 515 73 210 179 124 70 56
internal_value=0 -0.000603824 0.00272292 0.00396736 0.00378083 0.00210418 0.00455437 0.00584655 0.00928865 0.0116218 0.00306461 0.00360902 -0.00149159 -0.00376789 -0.0064082 0.00435114 0.00266955 0.00897472 0.00277182 -0.00128751 0.00348493 0.00689424 0.00196848 0.00518784 0.00586717 0.0022324 0.00340194 -7.19997e-05 0.000197228
internal_weight=0 337 164 2607 2538 802 1736 929 281 210 807 751 110 173 115 648 654 156 732 109 623 167 572 539 466 456 303 153 109
internal_count=2944 337 164 2607 2538 802 1736 929 281 210 807 751 110 173 115 648 654 156 732 109 623 167 572 539 466 456 303 153 109
is_linear=0
shrinkage=0.16829


Tree=7561
num_leaves=16
num_cat=0
split_feature=4 2 123 2 0 1186 2 13 2 2 1375 150 4 13 13
split_gain=7.84337 1.47259 1.20652 0.706205 0.315638 0.326284 0.299609 0.225237 0.212853 0.208909 0.190383 0.128191 0.106294 0.107283 0.0782462
threshold=0.31392000000000003 0.12068000000000001 1.0000000180025095e-35 0.13966500000000001 -0.22745499999999999 0.062030000000000009 0.15305000000000002 -0.16392499999999996 -0.018734999999999998 0.081315000000000012 1.0000000180025095e-35 0.081245000000000026 0.50609000000000004 -0.039559999999999991 -0.047309999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 -1 7 14 -6 -9 -4 -10 12 -2 -14 -3
right_child=3 6 9 -5 5 -7 -8 8 10 -11 -12 -13 13 -15 -16
leaf_value=0.00062113450297001337 0.00019560284134103947 0.00048567492713752616 0.00036117777661668645 6.0246697432001269e-06 0.0006408118564080361 0.00063408778445363256 0.00028638264324066035 0.0010577990580633411 0.00083355138798606393 0.00062171923349206581 0.00097926849205723604 0.00047633911126819935 0.00026036981038117052 0.00046413745979451024 0.00066033681737204025
leaf_weight=81 68 52 61 93 61 88 54 52 1908 77 106 61 58 57 67
leaf_count=81 68 52 61 93 61 88 54 52 1908 77 106 61 58 57 67
internal_value=0 0.000786208 0.000807139 0.000251087 0.000825175 0.00083262 0.000491519 0.000840818 0.000846706 0.000506808 0.000841238 0.000344347 0.000300157 0.000361674 0.00058431
internal_weight=0 2607 2434 337 2296 2215 173 2127 2066 138 2014 244 183 115 119
internal_count=2944 2607 2434 337 2296 2215 173 2127 2066 138 2014 244 183 115 119
is_linear=0
shrinkage=0.0032998


Tree=7562
num_leaves=32
num_cat=0
split_feature=1 4 12 2 1 1 2 43 4 42 43 4 1 2 12 12 43 132 1213 1213 1455 157 1 16 12 403 4 39 42 42 42
split_gain=8.47339 1.76615 1.03745 0.785478 0.665206 0.42894 0.616922 0.326975 0.279221 0.235607 0.238517 0.199393 0.191635 0.164656 0.163744 0.20508 0.145096 0.138223 0.192423 0.190665 0.155842 0.1282 0.108267 0.0872623 0.0810303 0.0860358 0.064992 0.056073 0.0373161 0.0536846 0.0197297
threshold=0.10123500000000001 0.27998000000000006 0.085075000000000026 0.097005000000000022 0.14860500000000001 0.087055000000000007 0.087665000000000007 -0.013164999999999998 -0.061939999999999988 0.096935000000000007 -0.030594999999999994 0.0067750000000000006 0.12895500000000001 -0.0050599999999999994 0.080635000000000012 0.091945000000000013 -0.06705499999999999 0.098870000000000027 0.104315 0.036805000000000011 0.083760000000000015 -0.082714999999999983 0.13831000000000002 -0.49057499999999993 0.09253500000000002 -1.0000000180025095e-35 0.0011850000000000003 0.087205000000000019 -0.080354999999999982 -0.050194999999999997 0.088125000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 5 12 17 13 27 -4 14 -11 -10 23 -7 -5 -16 30 18 19 20 21 -1 -14 -3 25 -18 -9 -2 -17 -30 -15
right_child=1 4 8 9 -6 6 -8 26 11 10 -12 -13 22 16 15 28 24 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 -32
leaf_value=0.0010712624817170303 0.0002604289942283412 0.00037293845167425167 0.00099273962527755312 0.00069937070297013701 -4.077692785764257e-05 0.0007050695587970026 0.00049865117745701276 0.00052348045077906262 0.00057863046650945672 0.00049935643571307441 0.00079371326957980892 0.00083970719953540076 0.00016599212990000967 0.0010368437289398574 0.0010239567780189068 0.00088827154766336631 0.0010032981065198929 0.0011217989432489809 0.0007805212962109419 0.0010963570659532019 0.00081528890298302478 0.00094398096513387307 0.00037146518741358082 0.00053202786430093282 0.00075853624646108296 0.00080712226259140431 0.00068195722059267007 0.00041519020793465925 0.00069132765397453852 0.00082684915190193867 0.00094789797874787122
leaf_weight=101 52 92 60 99 52 52 53 70 61 61 61 70 61 64 64 52 52 54 73 102 96 855 53 67 75 52 52 54 54 98 82
leaf_count=101 52 92 60 99 52 52 53 70 61 61 61 70 61 64 64 52 52 54 73 102 96 855 53 67 75 52 52 54 54 98 82
internal_value=0 0.000483433 0.000625107 0.000890924 0.000300675 0.000924363 0.000833538 0.000474446 0.000804769 0.00077385 0.000646824 0.000718406 0.000365843 0.000880524 0.000815981 0.000858925 0.000908488 0.000954823 0.000947446 0.000957975 0.000944524 0.000957465 0.000261828 0.000440198 0.000844148 0.000905549 0.000591317 0.000339602 0.000806978 0.000778935 0.000987129
internal_weight=0 744 419 2200 325 1711 430 228 191 489 122 131 273 377 367 268 325 1281 1227 1154 1052 956 114 159 179 104 122 106 204 152 146
internal_count=2944 744 419 2200 325 1711 430 228 191 489 122 131 273 377 367 268 325 1281 1227 1154 1052 956 114 159 179 104 122 106 204 152 146
is_linear=0
shrinkage=0.0032998


Tree=7563
num_leaves=19
num_cat=0
split_feature=4 1447 16 16 13 13 12 1210 16 14 16 1203 12 16 13 16 13 16
split_gain=0.218856 0.0859159 0.0931655 0.0967833 0.142138 0.176445 0.134797 0.0843661 0.0881662 0.0759513 0.119446 0.0649024 0.0591156 0.0453304 0.0421889 0.030613 0.0260112 0.00996091
threshold=0.31392000000000003 -0.086424999999999988 -0.20132999999999998 0.62619000000000014 0.032645000000000007 0.070890000000000022 0.096535000000000024 -0.08211499999999998 -0.14792499999999997 -0.45687499999999998 -0.42170999999999997 0.085595000000000018 0.081080000000000013 0.024125000000000004 -0.060719999999999989 -0.49057499999999993 0.24142000000000002 -0.51287499999999986
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 7 -6 13 -4 -9 -2 14 -10 -3 -7 17 -14 -8 -11
right_child=9 2 3 -5 5 6 16 8 11 10 -12 -13 15 -15 -16 -17 -18 -19
leaf_value=0.0098012195478368348 0.0050360240061049274 0.011677265143893105 0.0095811220176641211 0.010265590838285456 -0.0061451593481568981 0.0020486595257784546 0.0094463712274609427 -0.0026690589468349683 0.0045834126222537228 0 -0.007582496185937761 0.00017452131786507602 0.0026740554602242557 -0.0048353349722753385 0.003195359873258456 0.0079880020335444928 0.004297609464036449 -0.0032622518134116964
leaf_weight=85 67 73 85 69 83 55 59 52 1709 53 65 101 57 53 99 70 56 53
leaf_count=85 67 73 85 69 83 55 59 52 1709 53 65 101 57 53 99 70 56 53
internal_value=0 0.00452193 0.00434329 0.0040415 0.00385008 0.000471756 0.00294261 0.00438011 0.00414172 -3.02202e-05 -0.00129405 0.00433838 0.00783807 -0.00131296 0.000691079 0.00561715 0.00695477 -0.00163088
internal_weight=0 2607 2522 2322 2253 306 223 1947 1862 337 270 1810 200 108 205 127 115 106
internal_count=2944 2607 2522 2322 2253 306 223 1947 1862 337 270 1810 200 108 205 127 115 106
is_linear=0
shrinkage=0.16829


Tree=7564
num_leaves=27
num_cat=0
split_feature=2 12 2 2 12 2 12 2 123 2 16 1456 49 16 12 2 16 42 2 16 1213 481 42 16 1212 2
split_gain=15.4639 4.89061 2.39556 1.48534 1.5927 1.44296 0.858846 0.781668 0.758655 0.68672 0.487974 0.434683 0.354232 0.349393 0.326824 0.259555 0.249928 0.201913 0.189775 0.248954 0.163992 0.282782 0.206282 0.145893 0.140599 0.137394
threshold=0.12026500000000001 -0.012249999999999999 0.15806500000000004 0.10393500000000001 0.023990000000000004 -1.0000000180025095e-35 0.092735000000000026 0.094985000000000014 0.086990000000000026 0.087635000000000005 -0.24404999999999996 0.083960000000000021 -0.026279999999999998 -0.090964999999999976 0.098785000000000012 0.095195000000000016 0.061775000000000004 -0.10080499999999999 0.096540000000000015 0.064455000000000012 0.104315 -0.0087899999999999975 0.086310000000000012 0.25968500000000005 -0.050024999999999993 0.13554000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 6 -5 13 9 -7 16 20 -8 12 -11 -1 23 -14 25 -12 19 -19 21 22 -3 -6 -23 -2
right_child=2 3 -4 4 14 7 10 -9 -10 11 17 -13 15 -15 -16 -17 -18 18 -20 -21 -22 24 -24 -25 -26 -27
leaf_value=0.00047291936128796648 0.00089286585349671445 0.0018178331245087222 0.00015328464412239445 0.00083904928866911685 0.0013104565062345584 0.001434255326432589 0.0010076722823956104 0.00095983566459577102 0.00041195399263660036 0.0011524151533584288 0.0015297221047048221 0.0016418159563918087 0.0013468493466864879 0.00082653811972643117 0.0011879553137505816 0.0015966126883318274 0.0010411006959872976 0.0014036212442271379 0.0011829605280155812 0.0011921866553499685 0.001349108877301791 0.0016484855657192858 0.0015525687656108152 0.0015363921642574281 0.0014921750760230183 0.00067596553977116239
leaf_weight=57 64 63 97 101 57 61 52 102 52 92 60 59 317 67 97 55 60 279 90 81 58 75 72 79 629 68
leaf_count=57 64 63 97 101 57 61 52 102 52 92 60 59 317 67 97 55 60 279 90 81 58 75 72 79 629 68
internal_value=0 0.0013399 0.000592394 0.00139028 0.00118608 0.000933216 0.00142468 0.0011376 0.000766813 0.0014681 0.00131489 0.00137239 0.00133806 0.000664272 0.00133637 0.00138387 0.000862737 0.00134614 0.00132159 0.00135615 0.00152387 0.00153591 0.00167662 0.00144196 0.00150888 0.000781396
internal_weight=0 2603 341 2316 334 287 1982 163 244 1420 562 523 464 124 233 372 192 510 450 360 897 839 135 136 704 132
internal_count=2944 2603 341 2316 334 287 1982 163 244 1420 562 523 464 124 233 372 192 510 450 360 897 839 135 136 704 132
is_linear=0
shrinkage=0.0032998


Tree=7565
num_leaves=10
num_cat=0
split_feature=2 2 2 0 1348 48 3 457 15
split_gain=0.402256 0.150406 0.185186 0.190445 0.0961389 0.148506 0.0897147 0.0903436 0.0789434
threshold=0.16730000000000003 -0.13746499999999998 -0.007134999999999999 -0.079794999999999991 0.085630000000000012 -0.083209999999999992 0.31351000000000001 -0.087424999999999989 0.13592500000000005
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -4 7 -7 -9
right_child=-2 2 4 -5 -6 6 -8 8 -10
leaf_value=0.011246172305511979 -0.008133115443261521 0.004742909261103192 0.012846860284970825 -0.0092704017313998879 -0.0024104441710335062 0.0099516186751985487 -0.0022802502441214498 0.00446678867611555 -0.0019605070354386431
leaf_weight=87 75 52 60 58 57 84 56 2358 55
leaf_count=87 75 52 60 58 57 84 56 2358 55
internal_value=0 0.00434387 0.00412722 -0.00262959 0.00440626 0.00455565 0.00436009 0.00450973 0.00431955
internal_weight=0 2867 2780 110 2670 2613 2553 2497 2413
internal_count=2942 2867 2780 110 2670 2613 2553 2497 2413
is_linear=0
shrinkage=0.16829


Tree=7566
num_leaves=28
num_cat=0
split_feature=4 3 3 123 3 0 3 0 0 3 52 124 132 3 13 4 52 13 15 133 3 0 52 3 4 13 13
split_gain=4.84342 1.83969 0.870334 0.801175 0.382202 0.372187 0.664803 0.31915 0.247793 0.308718 0.296204 0.23498 0.218769 0.222672 0.216689 0.200225 0.181155 0.147304 0.140839 0.157277 0.12817 0.138428 0.108045 0.0994152 0.0905596 0.0672562 0.061708
threshold=0.31392000000000003 -0.066229999999999997 0.25089000000000006 1.0000000180025095e-35 0.31395500000000004 -0.14920999999999998 0.093925000000000022 -0.10462499999999998 -0.072924999999999976 -0.12077499999999998 -0.4387299999999999 -0.076164999999999983 0.082230000000000011 -0.14088999999999999 0.019675000000000002 0.062600000000000017 -0.08403999999999999 -0.00080499999999999983 0.084845000000000018 0.12086500000000001 -0.14719499999999996 -0.11825999999999999 -0.45635499999999996 -0.090704999999999994 -0.080954999999999985 -0.083574999999999997 -0.052124999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 11 6 -3 -7 9 -1 -11 -2 13 -10 17 18 -5 -9 24 -20 -13 -22 -15 -24 -12 -17 -25
right_child=4 2 -4 16 -6 7 -8 14 12 10 15 20 -14 22 -16 25 -18 -19 19 -21 21 -23 23 26 -26 -27 -28
leaf_value=0.0011014208630544971 0.00028956247414188601 0.0012230834662468537 0.00035777314002560784 0.00067025286304283097 0.0001697874872896017 0.00051758423175542927 0.00072111046819641497 0.00077117241105708093 0.0010083712269810786 0.00072002608339912226 0.0010488760979959139 0.00065571620196165712 0.00064229564621180312 0.00093788842170200763 0.00064633031990557748 0.00086429456348345861 0.00042183713389124932 0.00094313441492262901 0.00087093357066958576 0.0010035288485919147 0.00058805158378190761 0.00038388242590364134 0.00064710058846273184 0.00075791994676303615 0.00094928230167204658 0.00070055474741906743 0.00090235071199051538
leaf_weight=101 59 58 71 54 54 53 58 124 87 85 136 61 59 60 79 66 82 103 479 128 66 84 52 82 487 53 61
leaf_count=101 59 58 71 54 54 53 58 124 87 85 136 61 59 60 79 66 82 103 479 128 66 84 52 82 487 53 61
internal_value=0 0.000852146 0.000704533 0.00074477 0.000424228 0.000808841 0.000972401 0.000755894 0.000904128 0.000923415 0.000910853 0.000474986 0.000830213 0.000862528 0.000797055 0.000922851 0.000520732 0.000849354 0.000935514 0.000898952 0.000526667 0.000473952 0.000812632 0.00077391 0.00097108 0.000791664 0.000819777
internal_weight=0 2618 682 611 324 475 116 359 1936 1535 1434 270 401 342 306 1349 136 227 1230 607 211 150 255 195 623 119 143
internal_count=2942 2618 682 611 324 475 116 359 1936 1535 1434 270 401 342 306 1349 136 227 1230 607 211 150 255 195 623 119 143
is_linear=0
shrinkage=0.0032998


Tree=7567
num_leaves=25
num_cat=0
split_feature=2 11 12 0 12 3 0 160 2 2 3 0 0 403 2 3 3 0 43 43 403 50 0 3
split_gain=0.306364 0.132873 0.140269 0.103401 0.0982626 0.147439 0.32743 0.142663 0.141803 0.454867 0.205546 0.15395 0.0676968 0.0629994 0.0592947 0.0755938 0.119419 0.0819591 0.068015 0.0608493 0.0524743 0.0578064 0.0485778 0.0195021
threshold=0.16730000000000003 1.0000000180025095e-35 0.093455000000000024 -0.14385499999999998 0.083945000000000006 -0.07934999999999999 -0.085754999999999984 -0.23566999999999996 0.079770000000000021 0.088135000000000005 0.0012800000000000001 -0.23066499999999998 -0.06612999999999998 -0.53317999999999988 0.087605000000000002 -0.082234999999999989 -0.083319999999999991 -0.095324999999999979 -0.22971499999999997 -0.080454999999999985 0.10471000000000001 1.0000000180025095e-35 -0.080734999999999987 -0.22004999999999997
decision_type=2 2 2 2 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 -7 10 -10 12 -11 -9 -6 15 16 22 -17 -16 -19 21 -20 -15 -4
right_child=-2 2 23 -5 13 7 -8 8 9 11 -12 -13 -14 14 18 17 -18 19 20 -21 -22 -23 -24 -25
leaf_value=0.0062119278483907777 -0.0066569441128774658 0.0075289877806990453 0.0016612583109649954 0.017942465973263034 1.7665519250019255e-05 0.011629008872305769 -0.0089497245882018545 0.0072936553592246531 0.018805010076741624 -0.0046974851996493946 -0.0092165438478137469 0.0038973632397701677 -0.0010740085621702082 0.0051328367695752993 0.0094874789168481726 0.010152913655462345 0.013871230747684968 -0.0017610286272291655 0.0023444449662808216 0.0041641268664733139 0.0079557574513509088 0.0065791879905538822 0.0096587083556145658 0.006179743865647425
leaf_weight=73 75 58 55 52 82 56 90 53 54 72 61 324 56 304 56 56 67 58 616 306 66 108 88 56
leaf_count=73 75 58 55 52 82 56 90 53 54 72 61 324 56 304 56 56 67 58 616 306 66 108 88 56
internal_value=0 0.0042298 0.00820142 0.0124681 0.0038974 0.00238788 -0.00214851 0.00348437 0.00274582 0.00431111 -0.001387 0.00233013 0.00297819 0.00459729 0.00481394 0.00578584 0.00728391 0.0041444 0.00380201 0.00321507 0.00339671 0.00297863 0.00615343 0.00395704
internal_weight=0 2867 221 110 2646 839 163 676 620 450 170 396 109 1807 1725 879 459 420 846 364 790 724 392 111
internal_count=2942 2867 221 110 2646 839 163 676 620 450 170 396 109 1807 1725 879 459 420 846 364 790 724 392 111
is_linear=0
shrinkage=0.16829


Tree=7568
num_leaves=29
num_cat=0
split_feature=12 3 123 12 3 3 12 3 3 0 51 10 40 40 0 3 1456 0 0 1213 12 3 0 3 12 0 3 403
split_gain=5.53687 1.45165 1.21817 0.849599 0.612974 0.764411 0.418614 0.803028 0.321805 0.608077 0.247591 0.207016 0.317707 0.198738 0.196188 0.190825 0.160007 0.116257 0.155452 0.113092 0.101402 0.0794974 0.066607 0.063713 0.025024 0.0435905 0.0387299 0.021531
threshold=0.056995000000000011 0.31351000000000001 0.081180000000000016 0.14472000000000004 -0.10859999999999999 0.10856000000000002 0.093670000000000017 -0.15288999999999997 0.076825000000000018 -0.22984499999999997 -0.018754999999999997 -1.0000000180025095e-35 -0.081079999999999985 -1.0000000180025095e-35 -0.05937499999999999 0.12745000000000004 -0.13562499999999997 -0.096849999999999978 -0.072924999999999976 -0.10156 0.084065000000000015 -0.095789999999999986 -0.087404999999999997 -0.08100499999999998 0.097240000000000007 -0.080809999999999979 -0.077849999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 8 7 -2 13 -10 14 -4 -13 -6 -8 -7 -9 -12 24 -18 22 -22 -21 -20 26 -26 -19 -25
right_child=3 -3 11 -5 5 15 10 16 9 -11 17 12 -14 -15 -16 -17 19 18 23 20 21 -23 -24 27 25 -27 -28 -29
leaf_value=0.0003803331008775954 0.00125096067966039 0.0001841669511198974 0.0002654706059334226 0.00051295049273352691 0.00088815085044169546 0.00040218569400040082 0.00062573638868839636 0.00073365790307679583 0.00074457182358302098 0.0011586884809215514 0.00075126627383046395 0.00063605925520072515 0.00033945757352492724 0.0006223626640330074 0.00085079282352998158 0.00066188463879053539 0.00080112313831715368 0.00096745631333560464 0.00089938805031279624 0.0010891701149646439 0.00082254276842525919 0.00092594368549714563 0.00093281230528243452 0.00081854064255980439 0.00091559580448074727 0.0010397888760650604 0.00083459141619954714 0.00072240971159478226
leaf_weight=54 81 97 69 65 52 59 100 55 78 78 83 77 82 79 76 67 87 56 72 70 96 928 61 63 72 69 54 62
leaf_count=54 81 97 69 65 52 59 100 55 78 78 83 77 82 79 76 67 87 56 72 70 96 928 61 63 72 69 54 62
internal_value=0 0.000562833 0.000615633 0.000885729 0.000712269 0.000755584 0.000897333 0.000931039 0.000849862 0.000951856 0.000831589 0.000417544 0.000483316 0.000728135 0.00072312 0.000540559 0.000911032 0.000867474 0.000888925 0.000918858 0.000927696 0.000916284 0.00101663 0.000818192 0.000944301 0.000976621 0.000902552 0.000771142
internal_weight=0 792 695 2150 467 413 2085 1378 287 156 707 228 159 131 176 126 1297 531 448 1242 1155 1024 131 197 251 141 110 125
internal_count=2942 792 695 2150 467 413 2085 1378 287 156 707 228 159 131 176 126 1297 531 448 1242 1155 1024 131 197 251 141 110 125
is_linear=0
shrinkage=0.0032998


Tree=7569
num_leaves=24
num_cat=0
split_feature=1 2 12 2 11 124 2 11 3 3 12 3 3 3 16 34 475 48 403 12 16 49 16
split_gain=8.19257 1.79184 1.51641 0.900904 0.662355 0.678958 0.527068 0.472184 0.391573 0.395351 0.317147 0.314494 0.235269 0.382771 0.209212 0.152605 0.133434 0.111876 0.110542 0.168519 0.120239 0.0869858 0.0330175
threshold=0.10398500000000001 0.10043500000000001 1.0000000180025095e-35 0.16730000000000003 1.0000000180025095e-35 -0.082389999999999977 0.098290000000000002 0.084110000000000004 -0.15500999999999998 0.040040000000000006 0.096315000000000026 0.15217000000000003 0.093925000000000022 0.057935000000000007 -0.042884999999999993 -0.027829999999999997 -1.0000000180025095e-35 0.082425000000000012 -0.121015 0.086625000000000021 0.041025000000000006 0.097940000000000013 -0.15105999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 15 8 5 -1 12 -6 -3 14 -4 -11 13 18 -10 -2 -8 21 19 -7 -20 22 -18
right_child=1 3 10 -5 7 6 16 -9 9 11 -12 -13 -14 -15 -16 -17 17 -19 20 -21 -22 -23 -24
leaf_value=0.00051807182966218189 0.00025509820962689065 0.00059698185277261761 0.0010527937242012751 -5.6359471946861691e-05 0.0012566978235684827 0.00062471245584248825 0.00088686519016034106 0.00086642760808202377 0.00029295186825805297 0.00053017192638982245 0.00073700073463887634 0.0002424761194666176 0.00066118770831797549 0.0011247176285403393 -9.9170481446966755e-07 0.00048948512327264655 0.00071183985710701733 0.00058729907297479776 0.00088425969909429654 0.0008433164369981036 0.00078876629241486141 0.00065483582267367516 0.00081538187916076047
leaf_weight=76 68 61 56 69 69 53 52 68 52 94 95 75 62 63 53 56 58 73 1146 156 173 98 116
leaf_count=76 68 61 56 69 69 53 52 68 52 94 95 75 62 63 53 56 58 73 1146 156 173 98 116
internal_value=0 0.000426562 0.000632127 0.000286547 0.000839961 0.000825556 0.000836938 0.00106324 0.000357281 0.000303788 0.000854349 0.000402705 0.000862984 0.000870826 0.000144245 0.000361234 0.000728402 0.000704416 0.000860334 0.00078805 0.000871761 0.000735718 0.00078107
internal_weight=0 679 275 404 2263 2126 2050 137 335 274 151 169 1653 1591 105 124 397 345 1528 209 1319 272 174
internal_count=2942 679 275 404 2263 2126 2050 137 335 274 151 169 1653 1591 105 124 397 345 1528 209 1319 272 174
is_linear=0
shrinkage=0.0032998


Tree=7570
num_leaves=29
num_cat=0
split_feature=2 0 4 4 1211 1429 133 0 0 0 1210 1453 0 0 150 2 0 0 0 2 43 0 43 2 1213 43 4 15
split_gain=0.249183 0.180679 0.176707 0.162289 0.148487 0.140884 0.285756 0.211025 0.143115 0.141162 0.133562 0.124974 0.120665 0.10339 0.0744589 0.0721871 0.187414 0.064593 0.0947935 0.134876 0.0619736 0.0843756 0.0586539 0.0569317 0.0546067 0.0522331 0.0335617 0.0823657
threshold=0.095850000000000005 -0.093649999999999983 0.50541500000000006 0.059230000000000012 0.10904000000000001 0.084770000000000012 0.077945 -0.021574999999999997 -0.082054999999999975 -0.083694999999999978 -0.047399999999999991 -0.057839999999999996 -0.11214999999999999 0.048825000000000007 0.08882000000000001 0.10573500000000001 -0.069074999999999984 -0.06984499999999999 -0.061204999999999989 0.11621000000000002 -0.15802999999999998 -0.07409499999999998 -1.0000000180025095e-35 0.098970000000000016 -0.0021849999999999999 -0.054204999999999996 0.27644500000000005 -0.22805999999999996
decision_type=2 2 2 2 2 2 2 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 15 22 5 7 -7 8 9 11 -10 -1 26 -9 -13 16 23 -17 -19 -20 -12 -22 -2 -3 -11 -21 -5 -28
right_child=1 2 -4 12 -6 6 -8 13 10 24 20 14 -14 -15 -16 17 -18 18 19 25 21 -23 -24 -25 -26 -27 27 -29
leaf_value=-0.0010873693366500663 -0.0095005201045111412 0.0033070366037947245 -0.0038464335894035548 0.0076093302415706308 -0.0022671051884085602 -0.0090666470388930873 0.0075583880266556379 -0.0062393907192567592 0.016007268417210906 0.0048103782817801683 0.012850783864575912 0.0074033455416430407 -0.0048690062865845343 0.0042174104231108575 0.0022936674014766671 0.0018050977844318908 -0.0034566244242052726 0.01355781187343799 0.012050703966248483 0.0063833178723058893 0.0088956901170633377 0.0036719760176609521 -0.0022812857935321498 0.010923447765335279 -0.0019215186387827334 -2.935368008438635e-05 0.0077045657788002309 -0.0010423506805302216
leaf_weight=59 56 58 70 55 65 52 67 53 68 56 65 801 55 54 91 65 84 62 71 69 273 131 76 55 87 74 52 73
leaf_count=59 56 58 70 55 65 52 67 53 68 56 65 801 55 54 91 65 84 62 71 69 273 131 76 55 87 74 52 73
internal_value=0 0.00231245 0.00409272 -0.000631989 0.00561927 0.00589628 0.000278569 0.00627989 0.00675499 0.00564612 0.00901068 0.00638764 0.00201475 -0.000945336 0.00688408 0.00512904 0.00254945 0.00661403 0.00774006 0.00604615 0.00799242 0.00720631 -0.0053576 0.00703004 0.000702185 0.00305231 0.00412811 0.00258199
internal_weight=0 975 608 367 1922 1857 119 1738 1631 1094 537 951 235 107 892 538 197 341 276 214 469 404 132 113 143 143 180 125
internal_count=2897 975 608 367 1922 1857 119 1738 1631 1094 537 951 235 107 892 538 197 341 276 214 469 404 132 113 143 143 180 125
is_linear=0
shrinkage=0.16829


Tree=7571
num_leaves=23
num_cat=0
split_feature=1 155 47 1 14 3 3 2 0 10 3 160 13 12 0 13 483 3 13 3 39 50
split_gain=10.8878 1.78352 1.217 1.03302 0.546959 0.831285 0.626824 0.521329 0.391759 0.38027 0.299612 0.269222 0.256156 0.328917 0.23637 0.163031 0.182913 0.15893 0.129981 0.103503 0.288787 0.101275
threshold=0.10331000000000003 0.092900000000000024 0.078345000000000012 0.15028500000000003 0.073890000000000011 -0.15327499999999997 0.093925000000000022 1.0000000180025095e-35 -0.064994999999999983 -1.0000000180025095e-35 -0.080504999999999979 -0.077899999999999983 -0.082644999999999982 -1.0000000180025095e-35 -0.105195 -0.014549999999999999 0.089720000000000008 0.057935000000000007 -0.010129999999999998 -0.026279999999999998 0.086040000000000019 0.12558500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 9 5 -1 10 -4 -8 -2 14 -11 -13 -14 -7 16 -16 19 -17 21 -21 -12
right_child=1 -3 7 -5 -6 6 8 -9 -10 11 17 12 13 -15 15 18 -18 -19 -20 20 -22 -23
leaf_value=0.00065385143250715032 0.00022513406986663441 0.0010840876439978861 0.00089794139410983534 -1.4275126501531865e-05 0.0012716312557311104 0.0008589582839190629 0.00057680742313785151 0.00052641886901429419 0.00097870901061587355 0.00068025576479680829 0.0010060845392561239 0.00029176953795204038 0.00033596890105448522 0.00064078056236603815 0.0011321491900891433 0.00088955090227261547 0.00092780932479978053 0.0011585991413326569 0.0010554275700939964 0.00076354511611821424 0.0010817721850941296 0.00084910567226766738
leaf_weight=69 64 60 90 58 93 56 54 77 53 74 561 76 63 102 606 63 54 57 382 81 52 52
leaf_count=69 64 60 90 58 93 56 54 77 53 74 561 76 63 102 606 63 54 57 382 81 52 52
internal_value=0 0.000541002 0.000486995 0.000395253 0.00102242 0.00101157 0.00102347 0.000726852 0.000776209 0.000458017 0.00103693 0.000505221 0.00045133 0.000524611 0.00107118 0.0010819 0.00111548 0.000987357 0.00103202 0.000974225 0.00088823 0.000992826
internal_weight=0 664 604 437 2233 2140 2071 167 107 379 1964 315 241 165 1161 1105 660 803 445 746 133 613
internal_count=2897 664 604 437 2233 2140 2071 167 107 379 1964 315 241 165 1161 1105 660 803 445 746 133 613
is_linear=0
shrinkage=0.0032998


Tree=7572
num_leaves=23
num_cat=0
split_feature=0 10 157 51 13 483 12 456 403 393 151 12 13 52 15 0 52 0 0 133 12 52
split_gain=0.196901 0.212393 0.204119 0.134335 0.221553 0.0965703 0.215077 0.114566 0.0950541 0.0883822 0.0813418 0.0967362 0.0838414 0.104433 0.0918105 0.0676336 0.0642298 0.0571144 0.0910307 0.068182 0.0248504 0.0220137
threshold=-0.108275 -0.089679999999999982 -0.049344999999999993 0.10692000000000002 -0.0076349999999999986 0.09518500000000002 0.090745000000000006 0.08814000000000001 -0.11087499999999999 0.091475000000000015 -0.087954999999999992 0.092165000000000011 -0.095574999999999979 0.048755000000000007 -0.047249999999999993 -0.096444999999999989 -0.043914999999999989 -0.082134999999999986 -0.086244999999999974 0.41548500000000005 0.056995000000000011 0.15638000000000005
decision_type=2 2 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 21 7 -7 8 17 15 -4 12 20 14 16 -10 -14 18 -3 -19 -12 -5
right_child=1 3 10 4 -6 6 -8 -9 9 -11 11 -13 13 -15 -16 -17 -18 19 -20 -21 -22 -23
leaf_value=-0.0082933063272416715 -0.0037663084236971333 0.01050760097759206 -0.0023426038583060356 0.0077183000423509561 -0.0075058948263801691 -0.0067881062304491618 0.0073873756206536195 0.012889379608091556 0.009474851735981343 -0.000567600709444358 0.005931139741896619 -0.0026889000432894486 -0.0020471268792052423 -0.003534925422610761 0.010644759546494105 0.0052490649684435167 0.0059361867842922912 0.013646527565029603 0.00074201355157497149 0.0066269862180143432 0.010905348343208466 0.0028843587687542097
leaf_weight=54 74 55 78 54 59 54 69 67 117 69 63 59 54 56 53 1472 60 95 54 69 56 56
leaf_count=54 74 55 78 54 59 54 69 67 117 69 63 59 54 56 53 1472 60 95 54 69 56 56
internal_value=0 0.00509314 0.00150733 0.00538021 0.000801565 0.00574419 0.00114939 0.00602615 0.00578709 0.0053052 0.00261595 0.00358494 0.00467252 0.00273563 0.00484909 0.00556135 0.00213886 0.00870718 0.00568609 0.0107041 0.00828704 0.00527372
internal_weight=0 2364 533 2290 169 2121 123 1998 1931 1658 479 401 342 223 167 1589 114 273 109 164 119 110
internal_count=2897 2364 533 2290 169 2121 123 1998 1931 1658 479 401 342 223 167 1589 114 273 109 164 119 110
is_linear=0
shrinkage=0.16829


Tree=7573
num_leaves=10
num_cat=0
split_feature=1 1428 4 1348 51 34 1 1 1211
split_gain=0.233326 0.110873 0.124107 0.14824 0.140901 0.105192 0.144893 0.151717 0.085441
threshold=0.14860500000000001 0.086830000000000018 -0.51323499999999989 0.084895000000000012 0.15466000000000005 -0.083799999999999986 0.09772500000000002 0.11039500000000001 0.10373
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 8 -8 -7
right_child=-2 -3 3 -5 -6 6 7 -9 -10
leaf_value=-0.0042732029491733452 -0.005381593462957605 0.0107709365808003 0.011268566936112856 -0.0048628839428571527 -0.0044623591611660197 0.0050280070557013517 -0.0019406971523055329 0.0038604485810989878 -0.00023198558649158846
leaf_weight=53 78 66 60 53 53 1899 204 340 91
leaf_count=53 78 66 60 53 53 1899 204 340 91
internal_value=0 0.00393984 0.00377542 0.00393408 0.00411089 0.00428675 0.00412073 0.00168172 0.00478657
internal_weight=0 2819 2753 2700 2647 2594 2534 544 1990
internal_count=2897 2819 2753 2700 2647 2594 2534 544 1990
is_linear=0
shrinkage=0.16829


Tree=7574
num_leaves=17
num_cat=0
split_feature=3 43 133 52 52 157 49 3 1210 52 43 12 43 52 12 15
split_gain=0.139854 0.140346 0.0857757 0.0741024 0.144391 0.185371 0.110864 0.0966387 0.0818903 0.0976964 0.0810223 0.0603916 0.0537383 0.0514819 0.0431988 0.0270984
threshold=0.3148450000000001 -0.50914999999999988 -0.49804499999999996 -0.42946499999999993 -0.068039999999999975 -0.08107499999999998 0.114915 -0.091364999999999988 -0.074724999999999986 -0.0064899999999999992 -0.092609999999999984 0.085965000000000014 -0.081314999999999985 0.085250000000000006 0.083610000000000004 -0.052239999999999988
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 -5 8 -7 13 -10 -9 -4 -13 -6 -8 -14
right_child=-2 2 3 4 6 7 14 10 9 -11 -12 12 15 -15 -16 -17
leaf_value=-0.0053638280980884533 -0.0032393507690359783 -0.0017687727062134929 0.011483473133802387 -0.0068823028848992059 0.012062012313915165 -0.0029050093313988689 -0.0044594821138907535 0.0095203872344581698 0.0070054291594019869 0.0034745558146111271 0.0023230617168272269 0.0090301001302264053 0.00031369248028052473 0.004851432021540098 0.0022646190284542154 0.005311446863957286
leaf_weight=52 96 86 53 75 61 86 56 52 265 1411 310 63 59 54 52 66
leaf_count=52 96 86 53 75 61 86 56 52 265 1411 310 63 59 54 52 66
internal_value=0 0.00328403 0.00344827 0.00361742 0.00333585 0.000855467 0.00401802 0.00215486 0.004334 0.00403391 0.00336189 0.00643972 0.00500826 0.0086918 -0.00120532 0.00296688
internal_weight=0 2801 2749 2663 2422 523 1899 448 1791 1676 362 241 188 115 108 125
internal_count=2897 2801 2749 2663 2422 523 1899 448 1791 1676 362 241 188 115 108 125
is_linear=0
shrinkage=0.16829


Tree=7575
num_leaves=27
num_cat=0
split_feature=1 1 155 10 15 4 52 15 11 4 15 4 4 150 4 51 52 4 1 1 403 15 16 16 52 52
split_gain=10.8725 2.32977 1.06216 0.934471 0.889169 0.864889 0.78384 0.779971 0.456614 0.465212 0.872363 0.333765 0.305568 0.288677 0.244975 0.242575 0.221859 0.218736 0.12175 0.110496 0.100284 0.15315 0.105877 0.106512 0.0536961 0.0869884
threshold=0.12000500000000001 0.097495000000000012 0.10022500000000002 -1.0000000180025095e-35 0.079600000000000018 0.31392000000000003 0.12484500000000003 -0.12776499999999999 0.074925000000000005 -0.50231999999999988 -0.0044499999999999991 -0.045759999999999988 -0.021269999999999997 1.0000000180025095e-35 0.0072100000000000003 -0.064454999999999985 0.085635000000000003 -0.14088999999999999 0.13662500000000002 0.11189500000000001 -0.10802999999999999 0.084100000000000022 -0.08267999999999999 -0.078104999999999994 -0.020314999999999996 0.087580000000000005
decision_type=2 2 2 2 2 2 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 -2 7 15 12 16 9 -9 14 -12 -3 19 -11 -5 -1 -6 -7 -14 22 -22 -19 -24 -23 -26
right_child=3 2 -4 5 17 18 -8 8 -10 10 11 -13 13 -15 -16 -17 -18 20 -20 -21 21 24 23 -25 25 -27
leaf_value=0.0011480361834254407 9.4365187225383982e-05 0.00086555662804464555 0.00119198578523753 0.00087196650526535631 0.0013551801429425166 0.00042164333320810052 0.0010757901076552082 0.0012833231781766989 0.00068288384849830245 0.0010618754879226689 0.00051933446906394425 0.00088871201250235727 0.00062961505983682607 0.00049472783971034882 0.00093405456279151654 0.00057679365874238955 0.0014190052769923901 0.00095917046237653872 0.0002224840490526162 0.00081574107224775827 0.0013370810059613871 0.0012544616443088393 0.0012394955427349448 0.0010549828060173756 0.0010969754359632159 0.0011797370256710052
leaf_weight=99 79 82 73 53 58 67 70 61 52 536 54 54 70 101 244 74 52 62 69 75 53 54 59 95 299 301
leaf_count=99 79 82 73 53 58 67 70 61 52 536 54 54 70 101 244 74 52 62 69 75 53 54 59 95 299 301
internal_value=0 0.00103561 0.000825251 0.000409632 0.00108204 0.000504198 0.000757897 0.00101961 0.000986092 0.00100267 0.00098335 0.000704349 0.000689947 0.000631267 0.00102194 0.000700253 0.00124158 0.00115532 0.000320858 0.00072613 0.00114273 0.00116239 0.00107821 0.0011259 0.00114818 0.00113855
internal_weight=0 2604 471 342 2133 263 398 1152 1001 949 888 108 328 246 780 127 151 981 136 145 923 707 216 154 654 600
internal_count=2946 2604 471 342 2133 263 398 1152 1001 949 888 108 328 246 780 127 151 981 136 145 923 707 216 154 654 600
is_linear=0
shrinkage=0.0032998


Tree=7576
num_leaves=14
num_cat=0
split_feature=3 13 14 34 43 1429 484 3 3 1456 16 43 3
split_gain=0.198716 0.207413 0.196283 0.151577 0.138347 0.12205 0.136146 0.133688 0.18739 0.136116 0.0620616 0.0474394 0.0346221
threshold=0.11745500000000002 -0.11210999999999999 0.073890000000000011 -0.085009999999999988 0.50772000000000006 0.096690000000000012 0.10282500000000001 -0.15327499999999997 -0.23394499999999999 -0.087734999999999994 -0.27157999999999993 -0.078624999999999987 -0.15327499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 -1 5 6 7 8 -5 -9 -2 -8 -4
right_child=1 -3 12 4 -6 -7 11 9 -10 -11 -12 -13 -14
leaf_value=-0.0053126580935295674 -0.0024494529653408766 -0.0084702663910554126 0.013679889305118714 0.0028419980104256613 0.011816041275369178 -0.0048607135835681574 0.0057400229073801849 -0.0046941040984494137 -0.0098435619164101967 0.0036255037719650778 0.0046940861058912438 0.012698220267753997 0.0074501906036756006
leaf_weight=58 54 82 53 87 54 52 60 57 53 2136 94 54 52
leaf_count=58 54 82 53 87 54 52 60 57 53 2136 94 54 52
internal_value=0 -0.00167647 0.00347031 0.00318243 0.00337613 0.00319304 0.00336492 0.00308627 -0.00194756 0.00340844 0.00207552 0.00905177 0.0106118
internal_weight=0 230 2716 2611 2553 2499 2447 2333 140 2193 148 114 105
internal_count=2946 230 2716 2611 2553 2499 2447 2333 140 2193 148 114 105
is_linear=0
shrinkage=0.16829


Tree=7577
num_leaves=25
num_cat=0
split_feature=1 52 3 123 2 2 3 3 15 150 0 15 12 52 1 12 0 1 3 1 158 15 12 15
split_gain=11.781 2.42177 1.18729 1.13394 0.985079 0.740098 0.484321 0.391573 0.390468 0.602188 0.457013 0.37448 0.361085 0.338598 0.535864 0.511681 0.326178 0.269439 0.17063 0.124683 0.116349 0.0855085 0.0717197 0.0371991
threshold=0.10398500000000001 -0.41694999999999993 0.28833000000000003 0.08901000000000002 0.10060500000000001 -0.080859999999999974 -0.13392999999999997 0.093925000000000022 -0.2987999999999999 1.0000000180025095e-35 -0.14043999999999998 0.037885000000000009 0.098355000000000012 -0.53473999999999988 0.081315000000000012 0.097060000000000021 -0.11167499999999998 0.12122500000000001 -0.0031199999999999995 0.097305000000000016 0.11079000000000001 0.10356000000000001 0.087495000000000003 -0.065419999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 8 5 -1 11 18 17 10 -10 -7 -12 -6 15 22 -4 -3 19 20 -8 23 -15 -17
right_child=1 2 16 -5 13 6 7 -9 9 -11 12 -13 -14 14 -16 21 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00071349319899742525 0.0011202864883082895 0.00064628451530818892 0.00034728504371902104 0.00024595849958544241 0.0011540038183067286 0.0010995334508691536 0.0010873932165587868 0.00083470456083809951 0.00055063866259259613 0.00048652487004386845 0.0010621617038717739 0.0014787760143940036 0.00071649248191569561 0.00099375948745489577 0.00060004495509565685 0.00081706204411113165 0 0.0003175788190162654 0.0012325117165534578 0.00092426987278107259 0.0012511292242000801 0.00090608177846576124 0.0011527538893969268 0.00068434560588003966
leaf_weight=56 75 53 68 98 56 53 1393 66 52 90 79 64 58 60 64 52 52 57 98 52 52 68 78 52
leaf_count=56 75 53 68 98 56 53 1393 66 52 90 79 64 58 60 64 52 52 57 98 52 52 68 78 52
internal_value=0 0.000560515 0.000491292 0.000563774 0.00105537 0.0010888 0.0011006 0.00108602 0.000643751 0.000709654 0.00081572 0.00130728 0.000916077 0.000912711 0.000876487 0.000933445 0.000196842 0.000476275 0.0010964 0.00108746 0.00109331 0.000812542 0.00108388 0.000751043
internal_weight=0 682 607 487 2264 1834 1778 1661 389 279 189 117 137 430 374 310 120 110 1595 1497 1445 172 138 104
internal_count=2946 682 607 487 2264 1834 1778 1661 389 279 189 117 137 430 374 310 120 110 1595 1497 1445 172 138 104
is_linear=0
shrinkage=0.0032998


Tree=7578
num_leaves=16
num_cat=0
split_feature=4 3 2 12 3 2 2 3 14 15 15 42 15 2 42
split_gain=5.28552 2.2339 1.17243 0.890426 0.509776 0.419109 0.514477 0.383706 0.426781 0.296917 0.365715 0.241071 0.180354 0.134442 0.0354168
threshold=0.27998000000000006 0.28833000000000003 0.13270000000000001 -1.0000000180025095e-35 0.35004500000000011 -0.0050599999999999994 0.096325000000000008 0.10766000000000002 0.064610000000000015 -0.18498499999999998 -0.016434999999999995 0.088805000000000009 -0.028079999999999997 0.11504500000000002 0.10271500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 11 -1 -7 8 9 -5 -11 13 -4 -2 -13
right_child=4 -3 12 7 -6 6 -8 -9 -10 10 -12 14 -14 -15 -16
leaf_value=0.00036938646983585938 0.0005581843353040588 0.00015094229922994501 0.00057484496483822074 0.0010583304082884186 3.2036660662182225e-05 0.00089965545435902888 0.00052084018984863134 0.00055075804365207668 0.0010411197463642686 0.00074738099039144514 0.00084000544921225995 0.00019165733629675392 0.00029787119884739478 0.00036692826921846483 0.00031565480146693596
leaf_weight=64 78 63 52 53 56 70 90 59 94 745 1279 52 52 86 53
leaf_count=64 78 63 52 53 56 70 90 59 94 745 1279 52 52 86 53
internal_value=0 0.000765491 0.000780613 0.000795174 0.000319154 0.000596262 0.000686792 0.000815138 0.000822307 0.000812387 0.000805929 0.000378795 0.000436697 0.000458106 0.000254582
internal_weight=0 2621 2558 2454 325 224 160 2230 2171 2077 2024 269 104 164 105
internal_count=2946 2621 2558 2454 325 224 160 2230 2171 2077 2024 269 104 164 105
is_linear=0
shrinkage=0.0032998


Tree=7579
num_leaves=26
num_cat=0
split_feature=4 1 16 14 1 159 0 0 15 15 4 1 0 16 4 0 0 0 4 156 15 50 1 16 15
split_gain=13.3596 3.93091 1.70403 1.50946 1.03296 0.791236 0.682829 0.577719 0.473003 0.444113 0.395383 0.377508 0.335522 0.318648 0.302085 0.282713 0.264125 0.234826 0.210635 0.162849 0.161917 0.150051 0.16472 0.0812217 0.0269723
threshold=0.31392000000000003 0.10075500000000003 0.39813000000000004 0.073890000000000011 0.14646500000000004 -1.0000000180025095e-35 -0.067664999999999989 -0.105195 -0.18498499999999998 -0.43091499999999999 -0.40515499999999993 0.12448500000000001 -0.13955999999999996 0.24100000000000002 0.008570000000000003 -0.044434999999999995 -0.074309999999999973 -0.097774999999999987 -0.040394999999999993 0.090625000000000011 0.09295500000000001 0.12170000000000002 0.085345000000000018 -0.079519999999999993 -0.10981499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 6 7 -3 14 8 -2 -9 13 12 -7 -8 19 20 -14 24 -4 21 -12 22 -1 -19 -16
right_child=4 2 18 -5 -6 11 10 9 -10 -11 15 -13 16 -15 17 -17 -18 23 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0011127496473585226 0.00075881002257485914 0.0009366985450187012 0.0011588052448053385 0.0014552541659157432 -0.000136165201741305 0.00040185714087735057 0.001239582168929895 0.0003685920677048896 0.00033010523898296951 0 0.00079900075252119218 0.00032438836169136457 0.00087552693416340966 0.00089119555932635445 0.0011029728471095223 0.0006308087907573041 0.00056690974428568657 0.00093745196364125214 0.00088652802213631647 0.00089982869250300229 0.0010263625219448041 0.00090731348887753728 0.0010285369753498775 0.00076358020024747261 0.0010024646035204261
leaf_weight=994 55 59 71 96 55 66 53 92 58 58 88 81 52 65 63 68 75 61 58 57 59 53 359 64 86
leaf_count=994 55 59 71 96 55 66 53 92 58 58 88 81 52 65 63 68 75 61 58 57 59 53 359 64 86
internal_value=0 0.000990886 0.000714316 0.00104986 0.000274626 0.000589339 0.00103104 0.000360667 0.000539079 0.000226028 0.00089348 0.000514414 0.000593983 0.00104797 0.0010574 0.000808525 0.00069355 0.000955688 0.00103666 0.00107642 0.000890494 0.00108355 0.00109043 0.000848711 0.0010452
internal_weight=0 2628 462 2166 318 333 2070 263 113 150 333 274 193 118 1737 215 127 274 129 1463 147 1406 1353 125 149
internal_count=2946 2628 462 2166 318 333 2070 263 113 150 333 274 193 118 1737 215 127 274 129 1463 147 1406 1353 125 149
is_linear=0
shrinkage=0.0032998


Tree=7580
num_leaves=29
num_cat=0
split_feature=4 1 12 1 2 4 14 12 4 160 1 1 2 12 52 1 4 403 52 2 2 1 4 12 50 1 16 1
split_gain=12.8286 3.5078 1.67654 0.9761 0.8498 0.589612 0.531874 0.420433 0.294263 0.25637 0.211896 0.19466 0.175175 0.170681 0.161622 0.153973 0.137167 0.126381 0.177989 0.11252 0.0940533 0.0898081 0.0798097 0.0791369 0.0695375 0.0607605 0.0560117 0.0187025
threshold=0.31392000000000003 0.10123500000000001 0.085075000000000026 0.12895500000000001 0.099345000000000017 -0.15615999999999999 0.064610000000000015 0.097810000000000022 0.032770000000000001 -0.060659999999999992 0.089825000000000002 0.117245 0.11504500000000002 0.088435000000000014 0.26676500000000009 0.14860500000000001 -0.0086549999999999978 -0.088099999999999984 -0.00087999999999999992 0.12336000000000001 0.10301500000000001 0.084885000000000002 -0.050244999999999991 0.093910000000000007 0.090490000000000015 0.13767000000000004 -0.052894999999999991 0.11617500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 12 6 -3 10 -4 16 -6 14 -9 -2 -12 17 25 -7 18 -1 20 -11 -19 24 -22 -15 -5 -16 -14
right_child=3 2 7 15 9 8 -8 11 -10 19 13 -13 27 22 26 -17 -18 21 -20 -21 23 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00083410559175454036 0.00058906316401801122 0.00083542604040734078 0.0010989291138387884 9.7962674971122365e-05 0.00074695435593613178 0.00044636806835887069 0.0013127368953382559 0.00093514274639768088 0.0006441827105322721 0.00085190607621071443 0.00085095678399047154 0.00065513538341697725 0.00032872782501904458 0.00087900875051736562 0.0010153967958652127 -4.0031662332135572e-05 0.00023211813951891185 0.0011072004555236466 0.001053461857657654 0.0008131772539635764 0.0010770477624226617 0.001020947295882996 0.0011305778126691108 0.00093629446266836299 0.0010386745372901397 0.00025822056289990115 0.00085957860892413285 0.00042148140613944746
leaf_weight=52 71 52 91 53 99 77 89 55 54 56 96 56 53 52 60 53 58 881 212 62 100 169 58 89 86 52 52 54
leaf_count=52 71 52 91 53 99 77 89 55 54 56 96 56 53 52 60 53 58 881 212 62 100 169 58 89 86 52 52 54
internal_value=0 0.000977979 0.000709697 0.000293481 0.00103167 0.000523514 0.00106242 0.000931651 0.000437511 0.0008947 0.00104944 0.000794195 0.000461104 0.000967142 0.00106626 0.000104417 0.000354581 0.00107671 0.00101039 0.000942229 0.000974744 0.00109335 0.00102387 0.00101095 0.000978766 0.000177664 0.000943367 0.000375867
internal_weight=0 2656 443 336 2213 241 1807 202 189 406 1718 111 178 292 1426 158 135 1314 264 307 245 1050 196 189 138 105 112 107
internal_count=2992 2656 443 336 2213 241 1807 202 189 406 1718 111 178 292 1426 158 135 1314 264 307 245 1050 196 189 138 105 112 107
is_linear=0
shrinkage=0.0032998


Tree=7581
num_leaves=21
num_cat=0
split_feature=1 44 2 0 1 3 48 2 1429 47 13 13 12 1 12 52 3 51 3 1
split_gain=0.200452 0.172929 0.17371 0.118313 0.145823 0.143589 0.188696 0.109356 0.106281 0.125061 0.127353 0.150204 0.125997 0.101546 0.099505 0.100914 0.0527675 0.0683808 0.0399893 0.0362564
threshold=0.15720500000000001 1.0000000180025095e-35 0.099345000000000017 -0.084114999999999981 0.09258000000000001 0.10166000000000001 0.084705000000000016 0.10334500000000001 -0.069869999999999988 0.11738500000000002 -0.100615 -0.14022999999999999 0.11395500000000001 0.10471000000000001 0.097145000000000023 -0.062309999999999997 -0.064349999999999991 -1.0000000180025095e-35 -0.08175499999999998 0.11477000000000001
decision_type=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 -6 -5 -1 10 11 -10 13 -12 15 18 17 -16 -9 -7
right_child=-2 -3 3 7 5 19 -8 14 9 -11 12 -13 -14 -15 16 -17 -18 -19 -20 -21
leaf_value=0.013415872118851653 -0.0051888232404943167 0.014602122785108761 0.0067876859523132542 -0.002504133010207171 -0.012298667131510593 -0.0003009405960615896 0.00076477971735864768 0.0017598196838275037 0.0046261635319322231 0.013144942516603949 0.0059516860991830588 -0.0065804379434808531 0.01402268880253002 0.0010114211278560179 0.00086274112134331559 0.011913141768756711 -0.0013351619005384967 0.0088100311156700476 0.0075669533283167136 0.0052530960162411912
leaf_weight=52 53 55 81 53 60 66 65 64 97 62 1626 52 52 128 65 101 62 59 73 66
leaf_count=52 53 55 81 53 60 66 65 64 97 62 1626 52 52 128 65 101 62 59 73 66
internal_value=0 0.00523701 0.00505779 0.00297232 0.000557501 -0.00139911 -0.0054913 0.00467968 0.00587841 0.0056832 0.00544564 0.000703077 0.00583592 0.00559219 0.00558189 0.00786486 0.00265102 0.0046586 0.00486725 0.00246247
internal_weight=0 2939 2884 815 338 257 125 477 2069 2017 1955 149 1806 1754 424 238 186 124 137 132
internal_count=2992 2939 2884 815 338 257 125 477 2069 2017 1955 149 1806 1754 424 238 186 124 137 132
is_linear=0
shrinkage=0.16829


Tree=7582
num_leaves=24
num_cat=0
split_feature=4 14 403 160 376 3 13 0 15 49 400 133 43 50 50 403 133 3 13 157 133 43 13
split_gain=0.203075 0.127899 0.120694 0.178321 0.150436 0.146075 0.113665 0.116565 0.129984 0.107812 0.084795 0.0837487 0.0781488 0.075821 0.0737839 0.0727843 0.0700345 0.064423 0.126089 0.0973314 0.0631296 0.0732188 0.0123982
threshold=0.31392000000000003 -0.40567999999999999 -0.081224999999999992 -0.015149999999999999 0.076485000000000011 -0.086004999999999984 -0.16140499999999997 -0.17127999999999996 -0.43587999999999999 -0.076494999999999994 -0.076444999999999985 0.50599500000000008 -0.0071849999999999995 -0.11980499999999998 0.088585000000000011 -0.5335399999999999 0.087045000000000025 -0.090789999999999996 0.041960000000000004 0.082640000000000005 -0.011534999999999998 -0.015924999999999998 -0.080784999999999982
decision_type=2 2 2 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 -1 -3 -8 -9 12 -11 14 22 -12 15 -5 -6 18 -15 -19 -17 -22 -4
right_child=1 6 4 11 16 -7 7 8 -10 10 13 -13 -14 17 -16 20 -18 19 -20 -21 21 -23 -24
leaf_value=-0.0099070696314903003 0.0061765680686020332 0.0043529323620775514 0.004314410855326075 0.009569353609302788 0.0032499972918671916 0.0025092826485711667 0.0020742614855566916 -0.00029071969894061073 -0.011401445213955043 0.011269360192006014 0.010113986136635982 0.010037096237920101 0.013092540374264782 0.010527550489834003 -0.002822078418845176 0.0063263709354312424 -0.0052069990336093127 0.0045579932437755429 0.0039485195993383447 -0.0015472085209128261 0.0034900169911250291 -0.0042364176807511734 0.0081044643248329735
leaf_weight=54 80 68 52 55 58 53 65 52 71 63 78 56 88 147 52 88 53 1289 191 78 94 55 52
leaf_count=54 80 68 52 55 58 53 65 52 71 63 78 56 88 147 52 88 53 1289 191 78 94 55 52
internal_value=0 0.000298607 0.00469556 0.00235351 0.00524727 -0.00374012 -0.00153124 -0.00366911 -0.00671883 0.00557598 0.00517906 0.00398805 0.00938291 0.00496286 0.0029981 0.00404072 -0.000771843 0.00472615 0.00681513 0.00420832 0.00275012 0.00062592 0.00622671
internal_weight=0 336 2656 507 2149 107 256 188 123 2038 1846 400 192 1783 344 292 111 1705 338 1367 237 149 104
internal_count=2992 336 2656 507 2149 107 256 188 123 2038 1846 400 192 1783 344 292 111 1705 338 1367 237 149 104
is_linear=0
shrinkage=0.16829


Tree=7583
num_leaves=25
num_cat=0
split_feature=12 10 12 12 16 0 42 42 133 16 0 12 16 52 133 16 0 16 156 16 403 133 52 52
split_gain=5.22522 1.55009 0.98432 0.790654 0.648778 0.500111 0.466767 0.419215 0.360653 0.358151 0.289399 0.272321 0.208802 0.253004 0.171702 0.161413 0.186622 0.170607 0.151817 0.145923 0.108783 0.0972112 0.0875913 0.0799668
threshold=-0.010419999999999997 -0.097169999999999992 0.056995000000000011 0.098785000000000012 0.061775000000000004 -0.14104999999999998 -0.0047199999999999994 1.0000000180025095e-35 0.087665000000000007 -0.50790499999999994 -0.085824999999999985 0.12701500000000002 0.24624500000000002 -0.53473999999999988 -0.14785999999999996 0.0030150000000000008 -0.060094999999999989 -0.097179999999999975 0.088735000000000022 -0.072034999999999988 -0.12219499999999998 0.11588000000000002 1.0000000180025095e-35 -0.060344999999999996
decision_type=2 2 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 12 5 9 -1 19 -9 -3 -7 15 14 -14 22 17 -17 -5 20 -8 -16 -19 -4 -11
right_child=1 2 3 11 -6 10 7 8 -10 23 -12 -13 13 -15 18 16 -18 21 -20 -21 -22 -23 -24 -25
leaf_value=0.00073110915966826274 0.00034712410231474373 0.00057715304092437246 0.0010028053641538979 0.00076090288562247015 0.0010000021711144458 0.0003485967277255877 0.00024572975351922258 0.0006953575204894499 0.00035648785868114014 0.0010059267755332677 0.00067136521125433742 0.00063550632997160991 0.0010010080416384707 0.00075406258032751435 0.00091763804269220798 0.00064758064411888738 0.00090200404116921862 0.00090438699421850665 0.00082471342368143534 0.0004341558747718855 0.0010020720219062213 0.0010726651071700912 0.0011641332287569983 0.00082726493273644339
leaf_weight=84 53 53 69 63 98 55 84 103 52 52 69 73 89 96 211 71 59 111 68 99 1058 62 93 67
leaf_count=84 53 53 69 63 98 55 84 103 52 52 69 73 89 96 211 71 59 111 68 99 1058 62 93 67
internal_value=0 0.000906668 0.000918437 0.000946619 0.000766491 0.000689061 0.000510275 0.000455289 0.0005819 0.000804619 0.000528486 0.000821398 0.000979242 0.000873054 0.000992324 0.000858378 0.000763321 0.000910591 0.000979779 0.000347858 0.000988061 0.000964898 0.00109564 0.000905632
internal_weight=0 2570 2517 2123 394 296 422 338 155 172 124 439 1684 185 1499 366 130 236 1337 183 1269 173 162 119
internal_count=2992 2570 2517 2123 394 296 422 338 155 172 124 439 1684 185 1499 366 130 236 1337 183 1269 173 162 119
is_linear=0
shrinkage=0.0032998


Tree=7584
num_leaves=27
num_cat=0
split_feature=2 15 3 2 13 3 0 15 2 2 0 2 0 150 3 52 52 2 2 2 13 2 0 12 2 52
split_gain=18.2933 8.57828 4.44007 1.89407 1.79018 2.13495 1.23318 1.10513 1.05959 0.909782 1.11601 0.893454 0.419626 0.342951 0.462626 0.333013 0.882688 0.213897 0.194417 0.161492 0.136916 0.114506 0.0573147 0.0485169 0.0281682 0.00137658
threshold=0.12026500000000001 -0.38214499999999996 -0.046079999999999989 0.16993500000000003 -0.00027999999999999998 0.10856000000000002 -0.084114999999999981 -0.099614999999999981 -0.007134999999999999 0.097005000000000022 -0.14259999999999998 0.098655000000000007 -0.063819999999999988 0.082965000000000025 0.076825000000000018 -0.12367499999999999 0.029970000000000007 0.13388500000000003 0.088005000000000014 0.076510000000000009 -0.0042049999999999995 0.08784500000000002 -0.049024999999999992 0.099170000000000022 0.10928500000000001 0.13248000000000001
decision_type=2 2 2 2 2 2 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 8 13 17 -8 -4 10 -3 -10 19 14 -6 24 -17 -2 -16 23 25 -21 -9 -12 -11 -18
right_child=3 2 4 -5 5 -7 7 22 11 15 12 -13 -14 -15 18 16 20 -19 -20 21 -22 -23 -24 -25 -26 -27
leaf_value=0.0043376741069440046 0.0045396657993034481 0.0058880054985221636 0.0044926851424540249 0.0040941175693121291 0.005223625813643564 0.004670469335044833 0.0044925395265051852 0.0051360116546782216 0.005291384320362618 0.005355435546586667 0.0054149472598051997 0.0047891719352840941 0.0052093587810576559 0.005156615397765291 0.0057516813705157819 0.0049365212809974494 0.0054918434071727067 0.0042285160849740017 0.0054534766422975542 0.0055154783143146697 0.0051996662032011264 0.0054366526462384076 0.0049472689518947292 0.0052910412550060456 0.0055098760195568235 0.0053681584558631654
leaf_weight=94 54 65 64 84 56 55 66 54 69 65 383 95 88 52 57 91 52 55 56 554 53 500 56 70 52 52
leaf_count=94 54 65 64 84 56 55 66 54 69 65 383 95 88 52 57 91 52 55 56 554 53 500 56 70 52 52
internal_value=0 0.00531846 0.0053549 0.00453304 0.00507666 0.00525697 0.00466228 0.00483506 0.00485824 0.00542414 0.00545754 0.00500068 0.00543998 0.00540278 0.00547831 0.00527211 0.00520013 0.00438299 0.00560421 0.00545342 0.00535269 0.00547812 0.00504024 0.00539588 0.00542438 0.00543034
internal_weight=0 2623 2529 369 504 276 285 176 228 2025 1660 164 1595 221 169 365 248 109 113 1507 157 1054 110 453 117 104
internal_count=2992 2623 2529 369 504 276 285 176 228 2025 1660 164 1595 221 169 365 248 109 113 1507 157 1054 110 453 117 104
is_linear=0
shrinkage=0.0032998


Tree=7585
num_leaves=28
num_cat=0
split_feature=4 1 3 1 2 1 2 3 0 3 2 42 43 48 483 2 2 52 42 133 43 3 16 159 42 42 4
split_gain=19.3272 5.39666 2.4271 1.19278 0.78785 0.857244 1.0008 0.728579 0.498409 0.380064 0.366023 0.346365 0.314883 0.300317 0.209392 0.198857 0.188136 0.155991 0.153004 0.198441 0.13786 0.135147 0.116973 0.109555 0.102494 0.077107 0.0357797
threshold=0.27998000000000006 0.10398500000000001 -0.069049999999999986 0.12000500000000001 0.10060500000000001 0.086005000000000012 0.086115000000000011 -0.15288999999999997 -0.095554999999999987 -0.0037099999999999998 0.13881000000000002 0.09087000000000002 -0.064179999999999987 0.082425000000000012 -0.074799999999999991 -1.0000000180025095e-35 0.10836000000000003 -0.15201999999999996 0.084645000000000012 0.048695000000000009 -0.074359999999999996 -0.14088999999999999 -0.040874999999999995 0.081975000000000006 0.088125000000000023 0.090535000000000018 -0.016894999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 21 5 7 15 -1 -5 -10 12 -3 -4 16 -9 -7 20 -18 23 -20 -6 -2 -19 -16 26 -26 -17
right_child=3 2 10 8 13 6 -8 14 9 -11 -12 -13 -14 -15 18 24 17 22 19 -21 -22 -23 -24 -25 25 -27 -28
leaf_value=0.0018231521702196682 0.00082214573865091413 0.0014721100249617096 0.00067003055695061384 0.00049554612077193372 0.0012661540659263974 0.0011725177435490636 0.00098486137608699712 0.0015981757813140832 0.00032919052406680101 -6.2111228793781652e-05 0.00052884918020531027 0.0011262798102905729 0.00095402508372684181 0.001075666853009553 0.0014410692232965732 0.0014968403288530456 0.0013703180951281156 0.0012478377256025404 0.0014604356355558666 0.0013236724974562708 0.0014956751194858645 0.00060657525981124949 0.001043560856718271 0.0015579751965557535 0.0012291150493821672 0.0013831949955589104 0.0013784030216593707
leaf_weight=57 54 70 78 72 52 53 93 88 56 52 61 60 97 86 589 108 65 84 210 284 73 83 53 113 54 145 52
leaf_count=57 54 70 78 72 52 53 93 88 56 52 61 60 97 86 589 108 65 84 210 284 73 83 53 113 54 145 52
internal_value=0 0.00132237 0.00095035 0.00045961 0.00138262 0.00141192 0.00129541 0.00145577 0.00028269 0.00014046 0.000750564 0.00131277 0.000827646 0.00125159 0.00143944 0.00136543 0.00129775 0.001234 0.00142773 0.00138188 0.00140048 0.000691802 0.00116907 0.00145994 0.00139381 0.00134156 0.00145857
internal_weight=0 2625 366 317 2259 1846 505 1341 180 108 236 130 175 413 1284 412 327 202 1196 494 125 137 137 702 359 199 160
internal_count=2942 2625 366 317 2259 1846 505 1341 180 108 236 130 175 413 1284 412 327 202 1196 494 125 137 137 702 359 199 160
is_linear=0
shrinkage=0.0032998


Tree=7586
num_leaves=22
num_cat=0
split_feature=4 12 4 13 0 4 42 42 4 41 4 4 1453 4 40 0 42 4 52 133 0
split_gain=6.38533 1.84976 0.576442 0.415148 0.45873 0.460575 0.536403 0.407373 0.33224 0.270008 0.217422 0.190378 0.188746 0.137548 0.162386 0.147559 0.106486 0.0930361 0.0717371 0.12162 0.0479094
threshold=0.27998000000000006 1.0000000180025095e-35 -0.47860499999999995 -0.27740999999999993 -0.0033699999999999993 -0.031159999999999997 -0.0047199999999999994 0.13800000000000004 0.028075000000000006 1.0000000180025095e-35 -0.0048949999999999992 -0.4950449999999999 -0.0067199999999999994 0.51395000000000002 -0.034699999999999988 -0.092134999999999981 -0.13719999999999996 0.18095500000000003 -0.12367499999999999 0.087285000000000015 -0.16423499999999996
decision_type=2 2 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 8 9 11 -8 -3 -13 14 -2 -15 -14 18 -10 -20 -16
right_child=13 7 3 4 -6 6 10 -9 17 -11 -12 12 16 15 20 -17 -18 -19 19 -21 -22
leaf_value=0.00091203773452594049 0.0002017566916616645 0.001055998589403404 0.00034607776239889122 0.0009311698194645235 0.00034661150462597944 0.00085536473807181857 0.00034639109000404354 0.00057423514720979132 0.00081850979681484667 0.0010788503134658077 0.00059359853695998763 0.0010163240930638729 0.00098236360016896963 0.00032924932769281509 0.00033287194377406323 8.7946444820233315e-05 0.00084635164212270599 0.00085781244237909148 0.00074704690293252813 0.00054768277943968789 0.00045956966418377553
leaf_weight=70 52 58 66 63 54 75 54 57 58 70 145 83 69 60 52 52 1479 72 99 53 101
leaf_count=70 52 58 66 63 54 75 54 57 58 70 145 83 69 60 52 52 1479 72 99 53 101
internal_value=0 0.000807303 0.000632268 0.000589338 0.000630309 0.000675664 0.000616787 0.000851253 0.000858972 0.000875952 0.000526694 0.000867523 0.000860799 0.000311313 0.000362379 0.00021753 0.000852437 0.000752931 0.000716804 0.000677764 0.000416739
internal_weight=0 2625 527 457 391 337 274 2098 2041 1759 199 1689 1631 317 205 112 1548 282 210 152 153
internal_count=2942 2625 527 457 391 337 274 2098 2041 1759 199 1689 1631 317 205 112 1548 282 210 152 153
is_linear=0
shrinkage=0.0032998


Tree=7587
num_leaves=20
num_cat=0
split_feature=15 3 12 16 2 15 403 2 1452 151 13 159 159 11 15 2 2 150 2
split_gain=0.475715 0.264773 0.241727 0.217911 0.177944 0.315037 0.174865 0.174327 0.121795 0.0782524 0.0775836 0.0738187 0.0646597 0.0838277 0.112763 0.0589033 0.0577524 0.0485513 0.0435982
threshold=-0.2987999999999999 -0.046079999999999989 -0.10468499999999999 -0.33811499999999994 0.10859000000000001 0.015700000000000002 -0.53317999999999988 0.079570000000000016 0.087675000000000017 -0.080329999999999985 -0.085784999999999986 0.11396500000000001 0.08925000000000001 0.088315000000000018 -0.088484999999999994 0.096540000000000015 0.088555000000000009 0.082590000000000011 0.13447000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 -3 10 5 7 -2 -4 11 -9 -1 12 13 14 -8 -11 -14 18 -6
right_child=1 2 4 -5 17 -7 8 9 -10 15 -12 -13 16 -15 -16 -17 -18 -19 -20
leaf_value=0.011291272424981633 0.0042427020544873115 0.017872484086744352 0.00034061899231812925 -0.0045546668603217754 0.002821627737393763 0.020543891043125876 0.0079885155427097797 0.014456346550525962 0.018219801936534909 0.0043210259880617097 0.0029018672496488613 0.006239567146888403 0.019742506798322741 0.016913220485211079 0.011724000455876665 0.010915783243155577 0.011786463904801352 0.005708566376006214 -0.0036377711508899196
leaf_weight=55 95 56 95 83 67 52 277 56 78 93 74 77 52 75 1418 67 55 64 53
leaf_count=55 95 56 95 83 67 52 277 56 78 93 74 77 52 75 1418 67 55 64 53
internal_value=0 0.0104456 0.00732445 0.00215906 0.00624129 0.00840385 0.0113296 0.00636822 0.01166 0.00901093 0.00649267 0.0113973 0.0116079 0.0113613 0.0111146 0.00709381 0.0156697 0.00196519 -1.63019e-05
internal_weight=0 2730 603 212 547 363 2127 311 2032 216 129 1954 1877 1770 1695 160 107 184 120
internal_count=2942 2730 603 212 547 363 2127 311 2032 216 129 1954 1877 1770 1695 160 107 184 120
is_linear=0
shrinkage=0.16829


Tree=7588
num_leaves=21
num_cat=0
split_feature=4 1453 41 15 160 4 48 484 47 1425 457 2 40 158 2 2 2 2 15 4
split_gain=0.390374 0.291625 0.143282 0.0957303 0.122676 0.103155 0.115711 0.105669 0.104489 0.0901889 0.0949053 0.102354 0.126127 0.0737926 0.064959 0.153319 0.0504512 0.116129 0.0445032 0.0432734
threshold=0.028075000000000006 -0.077554999999999985 0.075585000000000013 -0.2987999999999999 -0.076219999999999996 0.066300000000000012 -0.073259999999999978 -0.008624999999999999 0.12132000000000003 0.082985000000000017 0.079020000000000021 0.13501500000000002 -0.0068699999999999985 0.085745000000000002 0.11657500000000001 0.096080000000000013 0.093320000000000014 0.086825000000000013 -0.073274999999999993 0.51395000000000002
decision_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 -2 7 -7 -5 14 10 11 12 -3 -14 15 -8 17 -12 -9 -6
right_child=3 2 -4 5 19 6 8 18 -10 -11 16 -13 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.020618098484863238 0.0068966664846719563 0.016146144105485632 0.015653415681478232 -0.0035943961565069404 0.0011609472295518145 0.0003207685612933559 0.013581375920063086 0.0088235363590437738 0.0021285660137062199 0.015454795761944976 0.00095393260878302681 0.0022775705847951308 0.0085352821590678456 0.013219130455686125 0.014657737337648457 0.003583295908098469 0.00035222477508571067 0.011108828064570083 0.0021507338331409089 -0.0050568058123355696
leaf_weight=63 82 70 88 53 76 52 88 57 53 55 58 65 1583 103 73 87 52 72 58 54
leaf_count=63 82 70 88 53 76 52 88 57 53 55 58 65 1583 103 73 87 52 72 58 54
internal_value=0 0.00931068 0.00897789 0.00482274 0.00179571 0.00605102 0.00768726 0.00260227 0.00895391 0.00869158 0.00850497 0.00887237 0.00911546 0.00882249 0.0104053 0.00862117 0.00481908 0.006592 0.00547375 -0.00140799
internal_weight=0 2209 2146 733 212 521 353 168 301 2058 2003 1821 1756 1686 248 175 182 130 115 130
internal_count=2942 2209 2146 733 212 521 353 168 301 2058 2003 1821 1756 1686 248 175 182 130 115 130
is_linear=0
shrinkage=0.16829


Tree=7589
num_leaves=21
num_cat=0
split_feature=4 3 16 1452 3 51 0 4 0 0 160 133 4 4 0 3 4 0 16 3
split_gain=0.269712 0.134583 0.161421 0.111718 0.0974328 0.0994858 0.123191 0.187259 0.130317 0.105359 0.0793068 0.0815841 0.0740102 0.105379 0.0631701 0.0622716 0.104045 0.0640799 0.124417 0.0529553
threshold=0.028075000000000006 -0.0024599999999999995 -0.11082499999999999 0.087675000000000017 0.18595000000000003 -0.23644499999999999 -0.13165999999999997 -0.051094999999999995 -0.097774999999999987 -0.15651999999999996 -0.13024499999999997 0.10319500000000002 -0.4950449999999999 -0.14088999999999999 -0.16423499999999996 -0.14719499999999996 0.27998000000000006 -0.06976499999999998 -0.097179999999999975 -0.044539999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 14 4 5 -1 7 -7 -8 -9 -2 15 19 -14 -3 -12 17 18 -17 -10
right_child=1 2 -4 -5 -6 6 8 9 12 -11 11 -13 13 -15 -16 16 -18 -19 -20 -21
leaf_value=0.014518023056952267 -0.00012307144916403099 0.00016329825978822645 -0.005095721277081188 0.014703213009887165 0.00092931867865784622 0.010793358782940512 0.015882664470674206 0.0041170073826750312 0.015132468287179186 -0.0062074936418019516 0.012358045107971753 0.0012101171673811481 0.0025128580817427655 0.0077524579000331009 0.0067318735277923742 0.010326442043489906 0.00080039242978786115 0.013476568209754009 0.00081045999798647268 0.0079869854393200511
leaf_weight=60 58 74 85 64 62 60 57 58 63 54 63 70 118 1555 96 101 70 52 64 58
leaf_count=60 58 74 85 64 62 60 57 58 63 54 63 70 118 1555 96 101 70 52 64 58
internal_value=0 0.0040136 0.000883167 0.00774502 0.00753657 0.00773237 0.00753023 0.00320455 0.00793121 -0.000844836 0.00567984 0.00648547 0.00767758 0.00738397 0.00388318 0.00753541 0.00647052 0.00829131 0.00664628 0.0117222
internal_weight=0 733 255 2209 2145 2083 2023 172 1851 112 478 420 1794 1673 170 350 287 217 165 121
internal_count=2942 733 255 2209 2145 2083 2023 172 1851 112 478 420 1794 1673 170 350 287 217 165 121
is_linear=0
shrinkage=0.16829


Tree=7590
num_leaves=28
num_cat=0
split_feature=4 158 2 43 1429 150 9 43 16 43 16 43 49 157 2 157 16 4 43 40 52 52 4 4 2 2 52
split_gain=0.188611 0.123778 0.115843 0.198087 0.151427 0.160375 0.108447 0.179591 0.174596 0.157163 0.168753 0.110106 0.0959118 0.161864 0.255533 0.139886 0.122924 0.120714 0.0961784 0.0921398 0.0902411 0.152272 0.0809339 0.0567852 0.0471551 0.0455564 0.032186
threshold=0.043640000000000005 -0.45783499999999994 0.10060500000000001 -0.50182499999999985 0.079110000000000014 0.082085000000000019 1.0000000180025095e-35 -0.0096349999999999977 -0.49353499999999995 0.0049250000000000014 -0.47730499999999992 0.15834000000000004 0.085925000000000015 -0.06266999999999999 0.086755000000000013 -0.079269999999999993 0.11160500000000002 -0.15504999999999997 -0.011714999999999998 -0.073884999999999992 -0.41694999999999993 0.089455000000000021 0.065755000000000008 0.11023000000000001 0.088855000000000003 0.11297 0.089575000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 20 7 8 -2 10 -9 -11 13 14 -5 -14 26 -15 -19 -10 -4 -22 -21 -24 -16 -23 -17
right_child=6 2 4 12 -6 -7 -8 9 19 11 -12 -13 15 17 24 16 -18 18 -20 22 21 25 23 -25 -26 -27 -28
leaf_value=-0.0011848436510189472 0.0075501292014466953 0.017224252621378396 0.0091821824894032181 -0.0045929956779887501 0.012245381800378636 -0.0051034327689116268 -0.0036954382051876725 0.0047873186352767128 -0.0072465926853935289 -0.0024566306787065458 0.014965774592910272 0.0072882494689915202 0.017266084197706331 0.013313988829292661 0.010693561249388058 0.013797884298850597 0.00096756728338367754 0.0082267911497425732 0.0051821794134551541 -0.0034457987717095573 -0.0020769863345123248 0.010385485958878797 0.0072147129457796619 4.4263307483077716e-05 0.0039532485780417945 0.0034379441683657051 0.0078629771924414102
leaf_weight=58 94 55 82 91 56 60 57 91 52 66 95 65 59 85 58 55 53 600 586 82 102 55 58 69 62 54 53
leaf_count=58 94 55 82 91 56 60 57 91 52 66 95 65 59 85 58 55 53 600 586 82 102 55 58 69 62 54 53
internal_value=0 0.00646122 0.00666679 0.00726192 0.00410579 0.00280944 0.00333606 0.00393516 0.00132913 0.00684792 0.00999565 0.0023649 0.00693893 0.0064489 0.00212022 0.0102318 0.00764283 0.0071661 0.00672397 -0.000904499 0.00443595 0.00258293 0.000664842 0.0033331 0.00722604 0.00696007 0.010902
internal_weight=0 2224 2166 1757 409 353 729 672 355 317 186 131 1702 1482 211 220 161 1271 1186 261 293 211 209 127 120 109 108
internal_count=2953 2224 2166 1757 409 353 729 672 355 317 186 131 1702 1482 211 220 161 1271 1186 261 293 211 209 127 120 109 108
is_linear=0
shrinkage=0.16829


Tree=7591
num_leaves=11
num_cat=0
split_feature=10 14 15 39 39 12 1209 15 1375 52
split_gain=0.158438 0.105895 0.205919 0.102664 0.108514 0.114537 0.104565 0.24899 0.0845358 0.0632991
threshold=-0.36237499999999995 -0.13131999999999996 -0.42075999999999997 0.10096000000000001 0.086040000000000019 -0.012249999999999999 0.086895000000000014 0.085915000000000019 -0.066804999999999989 -0.067494999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 9 -3 4 5 -4 8 -8 -7 -2
right_child=1 2 3 -5 -6 6 7 -9 -10 -11
leaf_value=-0.0042804089051588171 0.0053419241124565585 -0.002960357459487755 -0.00073071263813768463 -0.00095830976550557198 0.010539428154625897 0.010081099081420164 -0.0076014460718262823 0.0069671155549581283 0.0051935292467168914 0.013084959799336148
leaf_weight=54 54 96 97 80 102 106 59 76 2159 70
leaf_count=54 54 96 97 80 102 106 59 76 2159 70
internal_value=0 0.00490236 0.0046861 0.00496078 0.00514366 0.00492253 0.00515177 0.000586806 0.00542306 0.00972748
internal_weight=0 2899 2775 2679 2599 2497 2400 135 2265 124
internal_count=2953 2899 2775 2679 2599 2497 2400 135 2265 124
is_linear=0
shrinkage=0.16829


Tree=7592
num_leaves=27
num_cat=0
split_feature=1 52 1 2 14 2 49 52 15 3 4 3 51 3 15 0 2 2 3 52 159 4 51 2 52 2
split_gain=7.95978 1.36352 0.975367 0.853669 0.652667 0.45815 0.390493 0.310558 0.313213 0.412525 0.274033 0.375348 0.227642 0.227493 0.159193 0.152742 0.119441 0.119119 0.124513 0.1095 0.0913811 0.0742342 0.0967102 0.0597521 0.0381567 0.00702531
threshold=0.10398500000000001 -0.34918499999999997 0.13654500000000003 0.10100500000000003 0.064610000000000015 -1.0000000180025095e-35 -0.0019649999999999997 0.12484500000000003 -0.24211499999999997 -0.036264999999999992 -0.082619999999999985 0.088880000000000015 -0.012244999999999997 0.0025650000000000004 0.082225000000000006 -0.06563999999999999 0.088555000000000009 0.12469000000000001 -0.014254999999999999 0.088595000000000021 0.084435000000000024 0.043640000000000005 -0.0032349999999999996 0.08511500000000001 0.090300000000000005 0.11719
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 7 4 5 -1 -5 8 25 -10 12 16 -7 -11 -14 -4 19 18 21 -12 -18 22 -8 -16 -24 -3
right_child=1 2 15 6 -6 10 17 -9 9 13 11 -13 14 -15 23 -17 20 -19 -20 -21 -22 -23 24 -25 -26 -27
leaf_value=0.00063696606149446782 0.00088265036564055442 0.00027410013915226452 0.0002971553735789067 0.00047539640874872286 0.0012081377071822426 0.00077083853683972928 0.00099635162142648636 0.00070147627413141671 0.00069366106447970948 0.00027037011575555068 0.00094346310057732833 0.00060601288951985151 0.0011599042495090688 0.00052523126775631465 0.0010140530024654148 9.3035103688787922e-05 0.00083390031912407541 0.00064046029138659576 0.00066613635728751783 0.00084563400619822396 0.00096124153517321027 0.00074025669016116792 0.00075228768117486871 0.00091808331821410327 0.00087988367290475365 0.00033548886506337325
leaf_weight=72 77 52 81 53 77 52 55 69 95 67 578 52 64 91 198 80 420 57 56 170 77 61 52 129 66 52
leaf_count=72 77 52 81 53 77 52 55 69 95 67 578 52 64 91 198 80 420 57 56 170 77 61 52 129 66 52
internal_value=0 0.000469379 0.000415108 0.000879868 0.000909274 0.000896555 0.000740909 0.000497853 0.000458398 0.000521261 0.000907276 0.000882796 0.000978868 0.00041738 0.00100644 0.000195948 0.000894328 0.000781361 0.000808934 0.000921276 0.0008537 0.000842957 0.000878966 0.000976301 0.000823954 0.000305133
internal_weight=0 664 587 2289 1889 1812 400 426 357 253 1740 1297 443 158 391 161 1245 347 290 748 497 234 173 327 118 104
internal_count=2953 664 587 2289 1889 1812 400 426 357 253 1740 1297 443 158 391 161 1245 347 290 748 497 234 173 327 118 104
is_linear=0
shrinkage=0.0032998


Tree=7593
num_leaves=37
num_cat=0
split_feature=1 1 16 34 15 0 1 16 13 47 15 13 16 16 15 15 1 0 15 475 13 1 13 15 43 15 16 1 16 43 16 0 15 132 0 16
split_gain=13.1789 2.15611 1.13182 1.07488 0.785219 0.74313 0.730035 0.913115 0.729408 0.575552 0.553944 0.54743 0.474222 0.349695 0.344839 0.325388 0.316544 0.221678 0.22082 0.213155 0.204179 0.15418 0.146338 0.14301 0.133866 0.119271 0.113185 0.103871 0.0804004 0.0751452 0.0747664 0.074483 0.0740838 0.0679251 0.0507007 0.0418698
threshold=0.10398500000000001 0.12381000000000002 0.12992000000000004 -0.023104999999999997 0.043560000000000008 -0.14164999999999997 0.083670000000000008 0.27450000000000002 -0.07298499999999998 0.081905000000000019 -0.0025249999999999995 0.032645000000000007 -0.026479999999999997 -0.0032799999999999995 0.092365000000000017 -0.24511999999999998 0.11417500000000001 -0.12851999999999997 -0.16749999999999998 -0.0013449999999999996 -0.085784999999999986 0.093170000000000017 -0.065539999999999987 -0.081149999999999986 -0.087439999999999976 0.10189000000000002 -0.018754999999999997 0.093625000000000014 -0.044939999999999987 -1.0000000180025095e-35 -0.0046349999999999994 -0.079324999999999993 0.11598000000000001 -1.0000000180025095e-35 -0.085674999999999987 0.0063750000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 12 -3 6 -6 10 9 15 13 18 -10 16 21 20 -5 17 -2 -1 30 29 -8 25 28 -25 -16 31 -11 -21 -7 34 33 -24 -22 -20 -27
right_child=1 3 -4 8 5 14 7 -9 11 27 -12 -13 -14 -15 22 -17 -18 -19 19 23 26 -23 32 24 -26 35 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37
leaf_value=0.001326996147053448 0.00069991929550877545 -6.5278341809103178e-05 0.0010693162509729684 0.00043604397786409113 0.0015256080634490619 0.0011557004328461387 0.00077113976210751328 0.0013005771560470735 0.0008410036386666584 0.0011523772662659149 0.00085479541541144926 0.00038505179493599677 0.00044257870807993437 0.0009379493587667575 0.0010352339698176027 8.372751059135356e-05 0.00057125913098885633 0.00098961901994803841 0.0012185113685124374 0.001078166680074155 0.0011739832684067894 0.00055116305185799166 0.0010456647735334462 0.0011225511654799794 0.00094476045806473057 0.0012558716544872263 0.0013801785126440326 0.00094742944394040208 0.0011978003299632507 0.00099565107712744198 0.0012836503853314264 0.0011229906226699253 0.00089022482661161759 0.0012776643389348207 0.0010749077935584021 0.0011228036618709748
leaf_weight=60 61 53 87 60 61 80 75 62 65 60 89 52 92 83 95 55 82 57 64 165 127 68 103 76 133 67 53 55 112 62 85 88 56 195 59 56
leaf_count=60 61 53 87 60 61 80 75 62 65 60 89 52 92 83 95 55 82 57 64 165 127 68 103 76 133 67 53 55 112 62 85 88 56 195 59 56
internal_value=0 0.000575206 0.000738352 0.000358127 0.00110336 0.00117044 0.00104717 0.000931086 0.000455005 0.000863802 0.00110262 0.000638659 0.000639622 0.000766526 0.00114835 0.000267851 0.000730085 0.000840158 0.00113183 0.00111491 0.00119765 0.000666782 0.00106914 0.00107639 0.00100958 0.00112586 0.00123179 0.00105467 0.00112667 0.00108607 0.00120474 0.00121252 0.00099114 0.00123688 0.00114991 0.00119557
internal_weight=0 664 379 285 2289 1043 1246 403 232 341 843 117 292 226 982 115 200 118 754 694 605 143 377 486 209 218 463 115 277 142 208 410 159 322 123 123
internal_count=2953 664 379 285 2289 1043 1246 403 232 341 843 117 292 226 982 115 200 118 754 694 605 143 377 486 209 218 463 115 277 142 208 410 159 322 123 123
is_linear=0
shrinkage=0.0032998


Tree=7594
num_leaves=21
num_cat=0
split_feature=4 12 1453 13 16 13 1 16 474 49 13 4 30 13 49 15 4 49 4 4
split_gain=0.161694 0.213325 0.100656 0.0935481 0.16535 0.107292 0.082186 0.0769677 0.112186 0.10292 0.091208 0.0708883 0.0694977 0.0822778 0.170506 0.136286 0.0650877 0.118784 0.0876601 0.075788
threshold=0.043640000000000005 0.098785000000000012 -0.077314999999999981 -0.16392499999999996 -0.14669499999999996 -0.098524999999999988 0.11253000000000001 -1.0000000180025095e-35 0.088585000000000011 0.10440000000000001 -0.092844999999999997 -0.4950449999999999 0.084750000000000006 -0.077274999999999996 0.088805000000000009 -0.093074999999999977 0.10910000000000002 0.047620000000000003 0.41315500000000005 0.05864500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 -1 -4 -5 -6 -3 9 11 10 -7 -9 13 14 15 -2 19 18 -18 -15
right_child=1 6 3 4 5 7 -8 8 -10 -11 -12 -13 -14 16 -16 -17 17 -19 -20 -21
leaf_value=-0.00039086227958722616 0.0096629582528036141 0.0010057710590055653 0.000631050323995531 0.014502625214497968 0.012747011313446296 -0.00047073782357107829 -0.0069357274323036296 0.0071399751133704049 0.0095460292746050689 0.013605294306152961 0.0065648152712021084 0.0022033907217656272 -0.0012628659893675464 0.0054595343918556723 -0.0049440274502397033 -0.00031061521114465372 -0.0024205962491614876 0.011957172946244534 0.0059670454430277471 0.014382420254513023
leaf_weight=68 93 80 84 69 67 54 68 105 96 57 1231 393 53 52 61 66 59 52 87 58
leaf_count=68 93 80 84 69 67 54 68 105 96 57 1231 393 53 52 61 66 59 52 87 58
internal_value=0 0.00306534 0.00595934 0.00616045 0.00638375 0.00610317 -0.00263089 0.00587232 0.00426876 0.00658075 0.00626776 0.00324784 0.00451946 0.00510328 0.00260443 0.00551169 0.00688234 0.00504086 0.00256521 0.0101807
internal_weight=0 729 2224 2156 2072 2003 148 1936 594 1342 1285 498 581 528 220 159 308 198 146 110
internal_count=2953 729 2224 2156 2072 2003 148 1936 594 1342 1285 498 581 528 220 159 308 198 146 110
is_linear=0
shrinkage=0.16829


Tree=7595
num_leaves=11
num_cat=0
split_feature=3 123 13 42 160 15 15 11 147 15
split_gain=0.240232 0.123039 0.093257 0.0783989 0.0749972 0.0901193 0.140832 0.0770704 0.0804284 0.127316
threshold=0.3148450000000001 0.081180000000000016 -0.007069999999999999 0.093200000000000019 -0.54243999999999992 -0.41956999999999994 -0.19153499999999998 0.086175000000000015 0.092645000000000019 0.13954000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 -7 8 9 -8
right_child=-2 2 -4 -5 5 6 7 -9 -10 -11
leaf_value=0.010457595056134918 -0.0034470909421621429 0.0064806210270737501 -0.0045338683638043659 -0.00071844103302306595 -7.1301724544816736e-05 0.012280633992071337 0.005463242908350944 0.00051949252178938663 0.011675723866915603 -0.0021908564217281244
leaf_weight=82 96 97 57 76 86 83 2174 96 57 63
leaf_count=82 96 97 57 76 86 83 2174 96 57 63
internal_value=0 0.00510015 0.0013565 0.00330764 0.00542549 0.00526354 0.00544979 0.00521182 0.0054074 0.00524688
internal_weight=0 2871 230 173 2641 2559 2473 2390 2294 2237
internal_count=2967 2871 230 173 2641 2559 2473 2390 2294 2237
is_linear=0
shrinkage=0.16829


Tree=7596
num_leaves=41
num_cat=0
split_feature=1 12 1212 159 15 150 1 15 52 13 13 12 1 156 13 15 52 52 42 12 42 1 52 42 52 13 156 42 42 42 52 52 133 15 15 43 13 42 13 1
split_gain=0.170284 0.136556 0.312993 0.133147 0.125026 0.18008 0.115789 0.106981 0.134108 0.10326 0.174541 0.118785 0.121876 0.0973761 0.0850218 0.0822417 0.0810077 0.0772432 0.0954054 0.139924 0.130639 0.0697212 0.067714 0.0607926 0.0715655 0.0868649 0.057557 0.0565658 0.0947823 0.070796 0.05044 0.0702264 0.0734976 0.10133 0.0448714 0.0634462 0.0275691 0.0247488 0.0221525 0.00388417
threshold=0.085880000000000026 0.085005000000000011 0.073745000000000019 0.090695000000000012 -0.085679999999999992 0.088985000000000009 0.078320000000000015 -0.091554999999999984 0.084705000000000016 -0.052124999999999998 0.016935000000000002 -1.0000000180025095e-35 0.090485000000000024 0.081990000000000021 0.096820000000000003 -0.034094999999999993 -0.057374999999999995 0.12432000000000001 0.0069650000000000016 -0.084509999999999988 0.092600000000000016 0.10638500000000002 0.0030150000000000008 -0.079964999999999981 -0.014944999999999998 -0.087579999999999977 0.088215000000000016 0.109255 0.090485000000000024 -0.015084999999999998 -0.057374999999999995 0.40342500000000009 -1.0000000180025095e-35 0.084360000000000004 0.087325000000000014 -0.077614999999999976 -0.047309999999999998 0.083925000000000013 -0.069444999999999993 0.12313000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 23 38 22 13 11 -11 -13 30 -12 -10 -14 18 19 -2 -20 -21 26 -1 37 -26 34 28 29 -17 -6 32 -32 -34 35 -9 -36 -25 -3 -23
right_child=4 7 -4 -5 9 -7 -8 8 15 10 14 12 16 -15 -16 27 -18 -19 20 21 -22 39 -24 24 25 -27 -28 -29 -30 -31 31 -33 33 -35 36 -37 -38 -39 -40 -41
leaf_value=0.010659361073532103 -0.0064328157721535977 0.0061174862933184642 0.018112564754180396 -0.0011911494366524666 0.0049892833060279154 -0.0077992249864668114 0.013391910820072628 0.0016896308268675999 -0.00050546113800651596 0.00093198881601112274 -0.0036225023782817025 0.0041089828223708231 0.017871061502246752 0.0082676561499966886 0.0044502802956504876 0.0076073900980129332 0.0096737098669407006 0.0068336451248900065 0.010810849104446445 -0.0030407754229506024 0.00020348811064966902 0.0053758253614124432 -0.0043141552228379539 0.010243612537337575 0.0068133657400772808 -0.0021528541948554083 -0.003144568491530358 0.00084904682121496528 0.012078538871036324 0.0028875932080955733 0.003131303329232863 0.0048322262021656256 0.00035480897086424845 -0.0090532797630839025 0.0026713338904387498 0.0074432857925905843 -0.0026828213701580407 0.0050907878926439633 0.0099508702372621827 0.0032097510178938893
leaf_weight=55 91 94 68 65 58 64 67 124 63 52 63 71 54 55 89 198 98 71 54 55 85 54 54 52 53 72 52 56 74 168 53 53 65 64 56 98 53 58 85 53
leaf_count=55 91 94 68 65 58 64 67 124 63 52 63 71 54 55 89 198 98 71 54 55 85 54 54 52 53 72 52 56 74 168 53 53 65 64 56 98 53 58 85 53
internal_value=0 0.00513982 0.00750445 0.00579082 0.00256683 0.000562998 0.00706708 0.00415219 0.00346824 0.00392712 0.00568269 0.00821328 0.0099031 0.00176784 0.0010925 0.00519586 0.0125977 0.00172278 0.000792504 -0.00114791 0.00433726 0.00180968 0.00125419 0.00559964 0.0044078 0.00163445 0.00204398 0.00592364 0.00656542 0.00544583 0.000541609 -0.00054847 -0.00212525 -0.00429884 0.00286453 0.00423763 5.14549e-05 0.007543 0.00794785 0.0043197
internal_weight=0 1665 490 422 1302 527 357 1175 996 775 427 275 223 348 152 559 152 463 392 253 139 162 437 290 235 125 383 496 440 366 293 235 182 129 331 222 109 110 179 107
internal_count=2967 1665 490 422 1302 527 357 1175 996 775 427 275 223 348 152 559 152 463 392 253 139 162 437 290 235 125 383 496 440 366 293 235 182 129 331 222 109 110 179 107
is_linear=0
shrinkage=0.16829


Tree=7597
num_leaves=26
num_cat=0
split_feature=1 4 12 1 13 2 4 13 14 12 1 13 40 2 52 12 12 52 376 1 52 52 12 47 4
split_gain=12.1083 2.83877 2.7473 1.13421 0.902776 0.638945 0.564549 0.440444 0.436948 0.509076 0.516386 0.347672 0.524214 0.259904 0.216834 0.208332 0.148795 0.174828 0.143177 0.133492 0.130808 0.127118 0.0934238 0.0883639 0.053534
threshold=0.10123500000000001 0.31392000000000003 -1.0000000180025095e-35 0.11980500000000001 -0.09330999999999999 0.123795 -0.061939999999999988 0.0040450000000000009 0.073890000000000011 0.056995000000000011 0.086165000000000005 -0.24426999999999996 -0.062739999999999976 0.11504500000000002 -0.069059999999999996 0.083535000000000012 0.092900000000000024 0.31393500000000002 0.081270000000000023 0.077375000000000013 0.029970000000000007 1.0000000180025095e-35 0.085005000000000011 0.09585500000000001 0.028075000000000006
decision_type=2 2 2 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 18 13 -4 8 -6 24 9 10 19 -5 -13 -3 -12 -11 21 20 -2 -1 -18 23 -23 -17 -8
right_child=1 3 4 11 6 -7 7 -9 -10 15 14 12 -14 -15 -16 16 17 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.001031018865084822 0.00048121400872794718 0.0007806518110268062 0.00058321774277721454 0.00041954011642839924 0.0012523350570866165 0.00078893680366071204 0.0011167562089791886 0.00066610180457734756 0.0013383222375627725 0.0012916209409765144 0.00095118664710649818 0.0003555079613847102 -7.4135478711846497e-05 0.00047816426142837856 0.00070065881572147252 0.0011089693275889172 0.0010413078491367793 0.00092070645931435606 0.00025944173567154306 0.0012504524909404304 0.0011601176410365047 0.0012759615620067666 0.0011489802149890122 0.00096124558955818027 0.00096660866168009904
leaf_weight=82 66 54 61 55 85 73 52 52 85 73 83 53 74 75 72 567 271 84 63 52 175 80 462 52 66
leaf_count=82 66 54 61 55 85 73 52 52 85 73 83 53 74 75 72 567 271 84 63 52 175 80 462 52 66
internal_value=0 0.000610317 0.000779429 0.000368227 0.00094516 0.00109421 0.0010316 0.000921031 0.00110461 0.00109492 0.000965636 0.000200168 0.000104887 0.00060506 0.00083504 0.00111608 0.00110848 0.00106156 0.00037318 0.00111644 0.00108801 0.00112987 0.00116779 0.00109662 0.00103307
internal_weight=0 756 445 311 316 2211 255 170 2138 2053 289 182 127 129 155 1764 1691 530 129 134 446 1161 542 619 118
internal_count=2967 756 445 311 316 2211 255 170 2138 2053 289 182 127 129 155 1764 1691 530 129 134 446 1161 542 619 118
is_linear=0
shrinkage=0.0032998


Tree=7598
num_leaves=25
num_cat=0
split_feature=1 0 12 13 13 1 51 1456 51 51 12 3 1 12 3 51 12 12 12 3 9 3 12 3
split_gain=0.155336 0.14957 0.112673 0.11607 0.09373 0.0844187 0.157726 0.105751 0.105853 0.15231 0.101494 0.153524 0.0760255 0.0754495 0.0995152 0.060864 0.0938588 0.0687446 0.0854498 0.0706182 0.0568064 0.0821527 0.0451149 0.0437477
threshold=0.11883500000000001 0.0062000000000000006 -0.098524999999999988 -0.088294999999999985 0.26379000000000002 0.085880000000000026 -0.12260499999999998 -1.0000000180025095e-35 0.08845500000000002 0.10532000000000001 0.083535000000000012 -0.013714999999999998 1.0000000180025095e-35 -0.041014999999999989 -0.014924999999999999 -0.09021499999999999 0.083885000000000015 0.084805000000000005 0.084535000000000013 -0.115685 0.081505000000000008 -0.088084999999999983 0.081320000000000017 -0.082004999999999981
decision_type=2 2 2 2 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 10 -7 -8 20 -10 11 22 -13 -5 -15 23 -17 18 -18 -19 21 -9 -1 -12
right_child=1 -3 3 13 -6 6 7 8 9 -11 15 12 -14 14 -16 16 17 19 -20 -21 -22 -23 -24 -25
leaf_value=0.0093145478330769766 0.0090968592477008066 -0.0074832945315609972 -0.0061380654996159413 -0.0020687283042333704 0.010447118149808808 0.010074286180251323 0.0090739247556273165 -0.0014524269695369205 -0.0096004082935763711 0.0032025606158868685 -0.002460098103205203 -0.00040688806550104052 0.0082952933494332901 0.00098809711767319807 0.010680730303817516 -0.0020708074071049548 0.0055580279971027945 -0.0010014154083256991 0.014147672102976098 0.005062942657675081 0.0079178774159233516 0.0031924735432402067 0.015985040980817898 0.0037118769148177869
leaf_weight=61 55 53 55 63 74 83 62 138 52 53 56 57 56 72 52 52 92 57 52 998 53 486 58 77
leaf_count=61 55 53 55 63 74 83 62 138 52 53 56 57 56 72 52 52 92 57 52 998 53 486 58 77
internal_value=0 0.000744382 0.00221867 0.00064802 0.00452567 0.00435265 0.00306754 0.00237636 0.00184306 -0.00312085 0.00508872 0.00835543 0.0038898 0.00265354 0.00506724 0.00453983 0.00490413 0.00520813 0.00867232 0.00473359 0.00261559 0.00216236 0.0125808 0.00109964
internal_weight=0 350 297 242 2617 2543 927 844 782 105 1616 232 113 187 124 1384 1251 1199 144 1055 677 624 119 133
internal_count=2967 350 297 242 2617 2543 927 844 782 105 1616 232 113 187 124 1384 1251 1199 144 1055 677 624 119 133
is_linear=0
shrinkage=0.16829


Tree=7599
num_leaves=27
num_cat=0
split_feature=1 52 1 12 39 13 3 12 1 12 43 13 160 3 51 52 52 15 12 1 159 39 52 51 3 42
split_gain=13.3322 2.51661 1.53019 0.708778 0.688715 0.657947 0.48575 0.401221 0.388846 0.332156 0.261465 0.393593 0.291876 0.247293 0.225676 0.21004 0.369766 0.18159 0.229589 0.154074 0.133811 0.126306 0.105873 0.0900381 0.0672121 0.0459222
threshold=0.10442000000000001 -0.24841999999999997 0.12646500000000002 0.088325000000000015 0.0047850000000000011 -1.0000000180025095e-35 0.10402500000000002 0.090285000000000018 0.088035000000000016 0.098785000000000012 -0.14724999999999996 0.0066400000000000009 0.10446500000000002 0.0035100000000000005 -0.10328999999999998 0.14032500000000003 0.047800000000000009 -0.46970499999999993 -0.075604999999999992 0.087915000000000007 -0.08860999999999998 0.085355000000000014 -0.072144999999999987 0.024640000000000006 -0.073614999999999986 -0.045589999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 13 6 17 7 10 -6 -5 -1 12 14 21 -12 16 19 -4 -19 23 -17 -3 -21 -9 25 -18
right_child=1 2 5 9 8 -7 -8 15 -10 -11 11 -13 -14 -15 -16 20 24 18 -20 22 -22 -23 -24 -25 -26 -27
leaf_value=0.0013934066205889962 0.0011015186067742599 0.00032346068253677165 3.7526088133140522e-05 0.0010569999424154108 0.0010781066125089298 0.00055804419175558618 0.00083705992813587168 0.00097890685022540601 0.00072366536567206768 0.00069898452440166515 0.0013889783314397653 0.00088863511073039689 0.0010011670930122527 0.00067325200300827131 0.001187677369521791 0.0010596656041172829 0.0013437600079379366 0.00043100438417792029 0.00013181296228509382 0.001266112813480279 0.00085989659028005278 0.00054266568005659308 0.0010869714328658538 0.0011326096885931932 0.0011326327669759753 0.00121704626010691
leaf_weight=63 92 52 53 55 66 83 58 217 71 60 67 52 89 97 984 95 62 53 60 52 64 67 147 56 62 90
leaf_count=63 92 52 53 55 66 83 58 217 71 60 67 52 89 97 984 95 62 53 60 52 64 67 147 56 62 90
internal_value=0 0.000594157 0.000513618 0.000660722 0.00112276 0.000317929 0.00113722 0.00114549 0.000894675 0.000870516 0.00118325 0.00117211 0.00118501 0.000548863 0.00120054 0.00108938 0.0011148 0.000197659 0.000272453 0.00106266 0.000979477 0.000447175 0.00113396 0.00101056 0.00122963 0.00126896
internal_weight=0 672 580 331 2295 249 2158 2100 137 115 1255 1192 1140 216 1051 845 686 166 113 472 159 119 199 273 214 152
internal_count=2967 672 580 331 2295 249 2158 2100 137 115 1255 1192 1140 216 1051 845 686 166 113 472 159 119 199 273 214 152
is_linear=0
shrinkage=0.0032998


Tree=7600
num_leaves=11
num_cat=0
split_feature=12 3 9 39 1186 160 11 2 2 15
split_gain=0.150556 0.161016 0.147986 0.131551 0.132657 0.1151 0.111266 0.110183 0.0955813 0.0797568
threshold=-0.22686499999999998 0.31351000000000001 0.091370000000000021 0.10096000000000001 0.085780000000000009 -0.55171499999999984 0.077600000000000016 0.097110000000000016 -0.007134999999999999 -0.09053499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 8 -8 -7 -5
right_child=1 -3 -4 9 -6 6 7 -9 -10 -11
leaf_value=0.01279555788403175 -0.0036302851051748983 -0.0047167721380451545 0.013136788210055159 0.0028359509765527695 0.012409239603155583 -0.00099062879998387354 0.013731582857022077 0.004753969859079419 0.0042138805015498985 -0.0064714633146391032
leaf_weight=57 53 58 52 52 56 104 68 92 2252 52
leaf_count=57 53 58 52 52 56 104 68 92 2252 52
internal_value=0 0.00404458 0.00422795 0.00405753 0.00429031 0.00411263 0.00427645 0.00858068 0.00398338 -0.00180048
internal_weight=0 2839 2781 2729 2625 2569 2516 160 2356 104
internal_count=2896 2839 2781 2729 2625 2569 2516 160 2356 104
is_linear=0
shrinkage=0.16829


Tree=7601
num_leaves=15
num_cat=0
split_feature=12 401 401 1446 1210 1454 158 0 4 2 12 12 16 158
split_gain=0.104068 0.0972154 0.212956 0.122214 0.117176 0.101197 0.117458 0.0856474 0.0883969 0.0810596 0.0807147 0.0466477 0.0341835 0.0314822
threshold=-0.22686499999999998 0.080265000000000017 0.08870500000000002 0.111445 -0.08107499999999998 0.087930000000000008 0.085745000000000002 0.12469500000000001 0.51152500000000012 0.084195000000000006 0.088885000000000006 0.085075000000000026 -0.021179999999999997 0.10339500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 8 -6 -4 -11 13 -13 -8
right_child=1 2 9 -5 5 -7 11 -9 -10 10 -12 12 -14 -15
leaf_value=0.010642196163822084 0.010021753006853037 -0.0089469454204470448 0.0076808860761003002 0.011682750620921601 0.0026962646272879753 -0.0024638479835073514 0.0074313741920237885 0.0086953448973018151 0.0091622097017447276 -0.0042654297376636752 0.0041942658750017854 0.012049842939198923 0.0065686071800203196 0.0017526127085103445
leaf_weight=57 76 56 65 53 1993 83 53 75 62 58 71 62 72 60
leaf_count=57 76 56 65 53 1993 83 53 75 62 58 71 62 72 60
internal_value=0 0.00336402 0.00018732 0.00367008 0.00350191 0.00329975 0.00350176 0.0030974 0.00289222 0.00283328 0.000376755 0.00698154 0.00911811 0.004432
internal_weight=0 2839 250 2589 2536 2460 2377 2130 2055 194 129 247 134 113
internal_count=2896 2839 250 2589 2536 2460 2377 2130 2055 194 129 247 134 113
is_linear=0
shrinkage=0.16829


Tree=7602
num_leaves=11
num_cat=0
split_feature=10 40 41 41 0 12 453 12 0 43
split_gain=0.0817629 0.117479 0.119551 0.141859 0.0958051 0.0806991 0.0715584 0.0765047 0.0505342 0.0371991
threshold=0.10513000000000002 -0.084754999999999983 0.09469000000000001 0.081500000000000017 0.12469500000000001 -0.081654999999999991 0.082930000000000018 0.083885000000000015 -0.076589999999999978 -0.078169999999999976
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 9 7 -7 -1 -3
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 -11
leaf_value=0.0010407969816130175 0.0095457387875522194 0.0035539264787794022 0.010863510450815643 -0.0057554316704753151 0.008809951536097092 0.0006596244355497506 0.0084305294973625027 0.0029638009905998486 -0.0062168387620629801 0.0083760812409020263
leaf_weight=53 52 84 54 53 79 533 58 1772 55 103
leaf_count=53 52 84 54 53 79 533 58 1772 55 103
internal_value=0 0.00279658 0.00301178 0.00285302 0.00302725 0.0028474 0.00257977 0.00243177 -0.00263859 0.00621959
internal_weight=0 2844 2736 2682 2629 2550 2363 2305 108 187
internal_count=2896 2844 2736 2682 2629 2550 2363 2305 108 187
is_linear=0
shrinkage=0.16829


Tree=7603
num_leaves=31
num_cat=0
split_feature=4 3 3 43 48 4 3 123 12 11 3 43 13 4 483 43 157 43 13 4 157 394 3 12 12 13 51 43 52 52
split_gain=9.2573 3.11668 1.18817 1.29559 0.833009 0.435644 0.500739 0.399226 0.351865 0.34652 0.474219 0.318155 0.3017 0.270679 0.226834 0.183846 0.155343 0.154734 0.127434 0.107458 0.0802389 0.0774248 0.0635492 0.0573623 0.0487767 0.0403588 0.058288 0.0362519 0.0312291 0.0258822
threshold=0.27998000000000006 -0.066229999999999997 0.28833000000000003 -0.035884999999999993 0.091125000000000025 -0.078249999999999986 0.093925000000000022 1.0000000180025095e-35 0.09253500000000002 0.07585500000000002 -0.10337499999999998 -0.051239999999999987 -0.36115499999999995 -0.041239999999999992 -0.046924999999999988 -0.13915999999999998 -0.077294999999999989 0.29736500000000005 -0.076794999999999988 0.41823000000000005 -1.0000000180025095e-35 -0.092269999999999977 -1.0000000180025095e-35 0.094115000000000018 0.097910000000000011 -0.015454999999999998 -0.010655 -0.073819999999999983 -0.015824999999999995 0.024870000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 20 17 -3 9 10 -1 18 -13 15 -12 -10 28 22 -2 -14 -5 -18 -7 -17 29 26 -15 -27 -16 -25
right_child=11 2 -4 5 -6 6 -8 -9 13 -11 14 12 19 25 16 23 21 -19 -20 -21 -22 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.00095746328183959764 0.0005213286738985156 0.0010524341345144652 0.00050301929299412013 0.0013781257807849643 0.00045894635245963267 0.0011172395575895543 0.00080719057201755165 0.00073661855618612859 0.001041261510253161 0.0014366791299402415 0.0013911360971064458 0.00039764226078324865 0.00057001495738664444 0.0010150886261820504 0.0012773403888387523 0.0011432831861189696 0.0013308869585618838 0.00096898444565247791 0.00030070953831070132 0.00075929250217157955 0.001191388370837777 0.0011944046383197523 0.0012700306563705618 0.0012570077178310909 0.0011959277697541682 0.0010618050077868511 0.0011546215828295539 0.00093101395534040917 0.0013886548938908615 0.0013655217883222703
leaf_weight=73 52 96 62 52 61 76 78 82 72 86 95 52 53 68 88 70 53 53 66 95 59 827 59 75 92 57 79 52 58 55
leaf_count=73 52 96 62 52 61 76 78 82 72 86 95 52 53 68 88 70 53 53 66 95 59 827 59 75 92 57 79 52 58 55
internal_value=0 0.00113191 0.000939602 0.000983486 0.000792898 0.00110422 0.00103107 0.000907144 0.00120051 0.00123209 0.00121733 0.000534962 0.000615457 0.00113526 0.00123422 0.00119381 0.00121965 0.00112377 0.00039823 0.000691749 0.00127919 0.00120266 0.00118428 0.0012313 0.0012589 0.00105188 0.00109032 0.000999733 0.0013218 0.00130319
internal_weight=0 2578 678 616 239 377 266 178 1900 1280 1194 318 200 620 1121 364 1026 188 118 148 111 880 135 292 222 256 147 109 146 130
internal_count=2896 2578 678 616 239 377 266 178 1900 1280 1194 318 200 620 1121 364 1026 188 118 148 111 880 135 292 222 256 147 109 146 130
is_linear=0
shrinkage=0.0032998


Tree=7604
num_leaves=26
num_cat=0
split_feature=1 3 1 14 39 3 3 2 0 2 157 150 0 3 3 2 3 3 1186 4 0 15 47 12 0
split_gain=8.14471 1.83115 0.878878 0.653899 0.616546 0.577423 0.500501 0.444411 0.378394 0.555949 0.321092 0.321494 0.369603 0.318407 0.305568 0.195447 0.166546 0.184381 0.134239 0.12597 0.180354 0.167906 0.109593 0.0860998 0.0599777
threshold=0.10557500000000002 -0.06656999999999999 0.15190500000000004 0.073890000000000011 0.089030000000000012 -0.073614999999999986 0.14813000000000001 0.10709500000000001 -0.072924999999999976 0.086865000000000012 -0.076719999999999983 0.08486500000000001 -0.11262999999999999 0.0098450000000000013 -0.14088999999999999 0.11543500000000002 0.092005000000000017 -0.049739999999999993 0.064110000000000014 0.10055500000000002 -0.085674999999999987 -0.0073449999999999991 0.090515000000000026 0.097240000000000007 -0.064734999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 4 5 6 8 13 22 18 -10 -7 12 -12 -3 -11 -6 17 -14 19 20 21 -1 -2 -22 -16
right_child=1 2 -4 -5 15 10 -8 -9 9 14 11 -13 16 -15 24 -17 -18 -19 -20 -21 23 -23 -24 -25 -26
leaf_value=0.00095906859220801558 0.00099356327628439709 0.00047694248669700811 -2.3468141139584056e-05 0.0011963970030894984 0.00036725839627129705 0.00057321856621646273 0.00032255794108349434 0.00056213321482509741 0.00053940368947930529 0.0010975357602010009 0.001068596321086433 0.0006423397804675799 0.00079709629739615096 0.00077764263768941543 0.00088916579561320978 0.00011306262507290047 0.00065331586044254004 0.00095912606368534902 0.0011276096676163928 0.00081888124108581172 0.00091542622120818458 0.0010841186601700309 0.00078144085982433055 0.0010468002526847185 0.000746665973336546
leaf_weight=292 59 73 54 88 69 54 86 74 59 63 88 77 213 83 70 64 52 125 53 74 631 208 53 64 70
leaf_count=292 59 73 54 88 69 54 86 74 59 63 88 77 213 83 70 64 52 125 53 74 631 208 53 64 70
internal_value=0 0.000488222 0.000369502 0.000916245 0.000426184 0.000904987 0.000525502 0.000761854 0.000938339 0.000822838 0.000818179 0.00084195 0.000874031 0.000637156 0.000905042 0.000245204 0.000830039 0.000857123 0.000961203 0.000954225 0.000962577 0.00101116 0.000893498 0.000927575 0.000818168
internal_weight=0 615 429 2281 375 2193 242 186 1584 262 609 555 478 156 203 133 390 338 1322 1269 1195 500 112 695 140
internal_count=2896 615 429 2281 375 2193 242 186 1584 262 609 555 478 156 203 133 390 338 1322 1269 1195 500 112 695 140
is_linear=0
shrinkage=0.0032998


Tree=7605
num_leaves=24
num_cat=0
split_feature=3 3 39 2 147 2 2 2 2 14 2 51 13 13 2 2 3 1429 2 151 2 2 51
split_gain=6.72988 3.08022 1.42403 0.972008 0.848392 0.545177 0.597001 0.537172 0.601354 0.5092 0.676234 0.30291 0.234311 0.230346 0.181005 0.238547 0.154333 0.153652 0.153799 0.14564 0.129727 0.126317 0.081356
threshold=-0.066229999999999997 0.28833000000000003 0.0047850000000000011 0.11366500000000002 0.08486500000000001 -0.026084999999999994 0.13881000000000002 0.10724500000000002 0.079770000000000021 0.05884000000000001 -0.0098549999999999974 -0.097744999999999985 -1.0000000180025095e-35 0.11238500000000001 0.081315000000000012 0.10433000000000002 0.096440000000000012 0.08783500000000001 0.097005000000000022 0.0031850000000000003 0.14253500000000002 0.10325000000000002 -0.10234999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 9 7 -4 14 8 -2 10 -1 -5 -10 17 -7 -16 -9 18 19 -12 -3 -20 -14
right_child=1 20 5 11 -6 6 -8 16 12 -11 13 -13 22 -15 15 -17 -18 -19 21 -21 -22 -23 -24
leaf_value=0.00068938800351397045 0.00075354338373278314 0.00030646271582927164 0.00028240854942019304 0.0009684734327336489 0.00052436144698831831 0.00059851495669190383 0.00035838378117616937 0.00066888443248862132 0.00093792679533392421 0.0013207034174574311 0.0010655268390781804 0.00066208979061276822 0.0010754570987497906 0.00089796685956217398 0.0009908937559629195 0.00069603955602104601 0.00089072457516721926 0.0012305940937311888 0.00088219803153916044 0.0012477985606723955 9.1439006946908899e-05 0.0010486473685381802 0.0012417221437498803
leaf_weight=57 72 74 52 58 64 63 57 80 66 77 1305 93 57 97 52 74 63 62 94 52 53 117 91
leaf_count=57 72 74 52 58 64 63 57 80 66 77 1305 93 57 97 52 74 63 62 94 52 53 117 91
internal_value=0 0.000694419 0.000771027 0.00103552 0.000880026 0.000590584 0.000655583 0.000933004 0.00101595 0.00105623 0.0010448 0.000780007 0.00110407 0.00105651 0.000745028 0.000818005 0.000766865 0.00106592 0.00105939 0.00107254 0.000217006 0.000974662 0.00117793
internal_weight=0 918 791 2012 493 298 246 429 286 1861 1784 151 214 1727 189 126 143 1630 1568 1357 127 211 148
internal_count=2930 918 791 2012 493 298 246 429 286 1861 1784 151 214 1727 189 126 143 1630 1568 1357 127 211 148
is_linear=0
shrinkage=0.0032998


Tree=7606
num_leaves=11
num_cat=0
split_feature=1 44 1371 15 147 159 14 42 42 1452
split_gain=0.440106 0.182907 0.133527 0.126467 0.173284 0.132114 0.116395 0.105493 0.125061 0.0743286
threshold=0.14516000000000004 1.0000000180025095e-35 0.081810000000000008 -0.24211499999999997 0.091170000000000015 0.091130000000000017 0.073890000000000011 0.088060000000000013 0.089110000000000009 0.083330000000000015
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 6 -1 7 9 -9 -5
right_child=-2 -3 -4 4 -6 -7 -8 8 -10 -11
leaf_value=-0.0039646005464949903 -0.0069603723332241716 0.014545727178517712 0.013014731654814203 0.0056789552739403689 -0.0036275532392010803 0.0058265940246283688 0.010731272183239901 -0.0037167742171235391 0.0037306922656553405 -0.00010175986825539053
leaf_weight=100 94 53 52 1566 69 64 94 70 703 65
leaf_count=100 94 53 52 1566 69 64 94 70 703 65
internal_value=0 0.00473678 0.00454933 0.00438748 0.00467697 -0.000132692 0.00490707 0.00467859 0.00305395 0.00544748
internal_weight=0 2836 2783 2731 2567 164 2498 2404 773 1631
internal_count=2930 2836 2783 2731 2567 164 2498 2404 773 1631
is_linear=0
shrinkage=0.16829


Tree=7607
num_leaves=28
num_cat=0
split_feature=1 1 155 124 2 1 2 13 13 39 11 13 13 42 13 1 403 51 13 13 47 2 1 4 133 52 39
split_gain=7.67313 1.83929 1.18343 0.599379 0.496648 0.49158 0.48475 0.355295 0.286293 0.275003 0.231169 0.161531 0.147044 0.105158 0.18762 0.166256 0.0997224 0.154283 0.0958692 0.103501 0.0765645 0.074385 0.0601725 0.0582337 0.0484835 0.0449843 0.0269274
threshold=0.12313000000000002 0.096315000000000026 0.087240000000000012 -1.0000000180025095e-35 0.099845000000000003 0.15028500000000003 0.10745500000000001 -1.0000000180025095e-35 -0.077034999999999978 0.087735000000000021 1.0000000180025095e-35 -0.016759999999999994 0.0083850000000000018 0.084535000000000013 -0.052719999999999996 0.088965000000000002 0.058485000000000009 -0.085489999999999997 -0.097214999999999982 -0.088554999999999981 0.081905000000000019 0.089125000000000024 0.091600000000000015 0.41165000000000002 0.056015000000000002 -0.074359999999999996 0.0095750000000000019
decision_type=2 2 2 2 2 2 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 11 8 10 -6 26 -10 13 20 24 15 18 16 17 -1 -15 -20 -5 -18 -17 -9 -8 -3 -2
right_child=5 2 -4 4 7 -7 12 23 9 -11 -12 -13 -14 14 -16 22 21 -19 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0010144686666681722 0.00010817001780024671 0.00026115786305304573 0.00096626056842422732 0.00073096447024384133 0.00030165380137560415 -5.2334599651570821e-05 0.00067339822639140938 0.00068312867501058006 0.00052746745413276763 0.00021108815787487526 0.0010026528329221383 0.00059813219774076725 0.00055864218836575261 0.00095382014670108517 0.00064145330979228064 0.00065505002689506117 0.00073252620695635846 0.00087388053795350428 0.00071748518061644099 0.00083188840343144507 0.00091125368918784134 0.000893196676199894 0.00081379712796776139 0.00052622366150224483 0.00079316363733812666 0.00039969201669887568 0.00021487720480657381
leaf_weight=103 54 55 87 58 68 58 71 56 72 52 101 58 70 61 68 52 86 613 108 558 52 55 61 54 94 52 53
leaf_count=103 54 55 87 58 68 58 71 56 72 52 101 58 70 61 68 52 86 613 108 558 52 55 61 54 94 52 53
internal_value=0 0.000785262 0.000613242 0.000545366 0.000612233 0.000218751 0.000829457 0.000490192 0.000286968 0.000395076 0.000847326 0.000741329 0.000687422 0.000838418 0.000809547 0.000862044 0.000877955 0.000894154 0.000825221 0.000813389 0.000816512 0.000795449 0.000741057 0.000606423 0.000741842 0.000328812 0.000161354
internal_weight=0 2641 540 453 346 289 2101 178 231 124 1866 168 235 1765 795 970 857 716 727 666 110 141 113 110 165 107 107
internal_count=2930 2641 540 453 346 289 2101 178 231 124 1866 168 235 1765 795 970 857 716 727 666 110 141 113 110 165 107 107
is_linear=0
shrinkage=0.0032998


Tree=7608
num_leaves=25
num_cat=0
split_feature=1 12 1 1 12 39 12 13 41 4 12 4 12 0 4 4 11 13 0 4 2 1 12 15
split_gain=9.39635 2.39672 1.27911 0.865013 0.584724 0.577082 0.549018 0.541169 0.437619 0.398328 0.220477 0.169715 0.155892 0.269518 0.218388 0.151181 0.133153 0.131394 0.107269 0.0940081 0.077307 0.075729 0.0740725 0.0630449
threshold=0.12313000000000002 0.056995000000000011 0.092395000000000019 0.15028500000000003 0.10134500000000002 0.087735000000000021 -1.0000000180025095e-35 -0.15122999999999998 1.0000000180025095e-35 0.40052000000000004 0.084065000000000015 0.053925000000000008 -0.0066799999999999993 -0.13843999999999998 0.0060300000000000015 -0.080584999999999976 0.077905000000000016 -0.010655 -0.079119999999999982 -0.088484999999999994 0.090215000000000004 0.10678000000000001 0.11619500000000001 -0.014099999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 5 8 7 17 -2 10 21 15 18 14 -14 -1 -3 19 -4 -6 -12 -21 -8 -20 -17
right_child=3 4 6 -5 11 -7 9 -9 -10 -11 16 -13 13 -15 -16 23 -18 -19 22 20 -22 -23 -24 -25
leaf_value=0.0011482594645820824 0.00026121929051819287 0.00095948003830628932 0.00050828289851470717 -7.8860378250676197e-05 0.00096710155328213131 0.00018539004614841851 0.00092183662157423847 0.00069697688389194865 0.0012074778178968505 0.00050118850885515686 0.00082708916545294077 0.00069471973045831016 0.00095100189793978301 0.00066446721374245849 0.00084141042962989525 0.0010797287356346195 0.0011024774471073569 0.00030287847317327251 0.00087551861163800949 0.00097509191514190017 0.00091862109445358395 0.00074004667760639022 0.00072062229527045313 0.0012516661339916605
leaf_weight=52 53 66 100 58 90 102 55 76 92 63 67 78 83 65 52 52 70 53 101 931 411 52 56 52
leaf_count=52 53 66 100 58 90 102 55 76 92 63 67 78 83 65 52 52 70 53 101 931 411 52 56 52
internal_value=0 0.000907815 0.000719143 0.00028092 0.000960308 0.000371407 0.000581363 0.000518218 0.000984403 0.000710758 0.000971936 0.000831124 0.000895603 0.000825397 0.000995174 0.00108605 0.000958795 0.00043736 0.000874056 0.000951632 0.000957823 0.000833819 0.000820493 0.00116604
internal_weight=0 2641 575 289 2066 231 323 129 1741 170 1649 325 252 148 104 170 1479 153 247 1409 1342 107 157 104
internal_count=2930 2641 575 289 2066 231 323 129 1741 170 1649 325 252 148 104 170 1479 153 247 1409 1342 107 157 104
is_linear=0
shrinkage=0.0032998


Tree=7609
num_leaves=11
num_cat=0
split_feature=1 376 1374 4 14 9 403 1213 2 1
split_gain=0.362333 0.110354 0.110863 0.0802754 0.197264 0.0909986 0.0841228 0.621013 0.0773387 0.0605513
threshold=0.14516000000000004 0.076485000000000011 0.085820000000000021 0.50291500000000011 -1.0000000180025095e-35 0.037245000000000007 -0.090449999999999989 -0.053734999999999998 0.13388500000000003 0.11097000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -8 -3
right_child=-2 9 -4 -5 5 -7 8 -9 -10 -11
leaf_value=0.015256558436415057 -0.0054855245036689879 0.0035469520353984146 0.011852989052396876 0.00033424926249187416 0.024356427812993242 0.011012080317467473 0.004758272498134191 0.0044152332997297351 -0.00043667562792774369 -0.0035215943974009935
leaf_weight=56 94 80 73 94 52 73 1965 299 84 60
leaf_count=56 94 80 73 94 52 73 1965 299 84 60
internal_value=0 0.00512567 0.00536496 0.00518371 0.00536325 0.00513849 0.00495909 0.0073746 0.00454443 0.000504742
internal_weight=0 2836 2696 2623 2529 2473 2400 351 2049 140
internal_count=2930 2836 2696 2623 2529 2473 2400 351 2049 140
is_linear=0
shrinkage=0.16829


Tree=7610
num_leaves=16
num_cat=0
split_feature=40 475 475 1 403 12 10 12 447 51 475 159 42 130 42
split_gain=0.133981 0.143928 0.208311 0.155329 0.158259 0.167248 0.128436 0.202716 0.0985213 0.117305 0.0771487 0.0889949 0.0477949 0.0420847 0.054575
threshold=0.053385000000000009 -0.15744499999999997 -0.088544999999999985 0.10331000000000003 -0.51745999999999992 0.10227500000000002 -0.16262499999999996 -0.096659999999999982 0.085135000000000016 -0.085594999999999991 -0.019079999999999996 0.078065000000000009 0.089895000000000017 0.09832500000000001 -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 4 12 8 -5 -8 9 -6 -9 -12 -4 14 -7
right_child=-2 2 3 6 5 13 7 10 -10 -11 11 -13 -14 -15 -16
leaf_value=0.012328612268971445 -0.0032499143555076741 -0.0066659564000138127 -0.0049481225927315922 0.0090668447928373506 0.0097731268538825185 0.0055988391518577343 -0.009194924808479674 -0.0039139112589525521 -0.0014672085982225436 0.005314196486428991 0.0014993937595116982 0.0078085000326387679 0.001581275155350306 -0.0031002496969493622 -0.000438583588578632
leaf_weight=57 75 53 52 59 189 73 52 58 54 1524 364 77 81 59 100
leaf_count=57 75 53 52 59 189 73 52 58 54 1524 364 77 81 59 100
internal_value=0 0.0039431 0.00377145 0.00397385 0.00465181 0.00502595 0.00160137 0.000798719 0.00558389 0.00580721 0.00184374 0.00260506 -0.000958064 0.000768746 0.00209861
internal_weight=0 2852 2795 2742 2132 1999 610 551 1767 1713 499 441 133 232 173
internal_count=2927 2852 2795 2742 2132 1999 610 551 1767 1713 499 441 133 232 173
is_linear=0
shrinkage=0.16829


Tree=7611
num_leaves=12
num_cat=0
split_feature=0 1453 448 147 15 43 1429 42 474 1446 49
split_gain=0.120151 0.11342 0.116788 0.148918 0.123888 0.107576 0.0970397 0.130467 0.122514 0.103295 0.112133
threshold=0.15628500000000004 -0.075794999999999987 -0.037059999999999989 0.087785000000000016 -0.0087299999999999999 -0.48891499999999993 0.080400000000000013 0.084645000000000012 0.085165000000000018 0.097960000000000019 0.14255500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 9 8 -8 10 -7
right_child=-2 2 3 -5 -6 6 7 -9 -10 -11 -12
leaf_value=-0.0024007708934461352 -0.0046524018910115332 0.0034001286394667995 0.0098987602426045332 0.012541790746306625 -0.0077554454762751249 0.0030169864997452631 0.0054731306993649901 0.0016596906605519295 0.015410634286992872 0.0095681464419236448 -0.003769201609842504
leaf_weight=96 55 60 73 53 53 2161 83 94 62 66 71
leaf_count=96 55 60 73 53 53 2161 83 94 62 66 71
internal_value=0 0.00327519 0.00347212 0.0036972 -0.00181623 0.00351691 0.00333257 0.00656625 0.00973466 0.00299547 0.00280031
internal_weight=0 2872 2776 2663 113 2610 2537 239 145 2298 2232
internal_count=2927 2872 2776 2663 113 2610 2537 239 145 2298 2232
is_linear=0
shrinkage=0.16829


Tree=7612
num_leaves=26
num_cat=0
split_feature=1 3 4 47 4 158 150 12 12 474 14 48 1 43 4 1 1 4 12 12 1 43 16 4 3
split_gain=8.40045 1.79785 1.05162 0.540481 0.459927 0.429162 0.404483 0.370855 0.296064 0.289403 0.244103 0.283262 0.241123 0.23625 0.230804 0.198276 0.191319 0.17673 0.30454 0.25255 0.174985 0.156703 0.128443 0.118908 0.046508
threshold=0.10398500000000001 0.28833000000000003 -0.036839999999999991 0.086165000000000005 0.043640000000000005 0.019155000000000002 0.083295000000000022 0.10184000000000001 0.091445000000000012 0.083685000000000023 0.073890000000000011 -0.078159999999999993 1.0000000180025095e-35 -0.055679999999999993 0.10055500000000002 0.13662500000000002 0.14228000000000005 -0.0083549999999999978 0.078120000000000009 0.082595000000000016 0.088735000000000022 -0.23933499999999996 -0.28430999999999995 0.51292000000000015 -0.067814999999999986
decision_type=2 2 2 2 2 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 14 6 12 7 10 -5 20 11 -1 22 -2 -4 23 -3 18 -13 -19 -8 -9 -6 -16 -23
right_child=1 16 3 8 5 -7 9 21 -10 -11 -12 17 -14 -15 15 -17 -18 19 -20 -21 -22 24 -24 -25 -26
leaf_value=0.00069434842692746681 0.00065741110723941678 0.00022422556292341439 0.00022419618713147955 0.00047017684421010963 0.00089185572557765459 0.0009566027744224298 0.00079204168500531446 0.00093358932431853001 0.00079977952550093088 0.00091584785072178687 0.0011278994631101524 0.00075430278978781717 0.0005277433211557615 0.0009535059468385803 0.00057346749837581114 0.00027597591418337925 -4.0407402376291921e-05 0.0012172869344026116 0.00094231291492302433 0.0009646402743215968 0.00052416373816423386 0.00065575711194650293 0.00069365396697035038 0.00039092446459995065 0.00078326428519569528
leaf_weight=53 55 63 69 54 58 100 52 61 68 80 76 105 67 66 101 58 56 58 1075 186 57 59 102 66 82
leaf_count=53 55 63 69 54 58 100 52 61 68 80 76 105 67 66 101 58 56 58 1075 186 57 59 102 66 82
internal_value=0 0.000466724 0.000548059 0.000469106 0.00089078 0.000775551 0.000910144 0.000925859 0.000654179 0.000764031 0.000943278 0.000933754 0.000695637 0.000819209 0.000392187 0.000443548 9.93964e-05 0.00094264 0.000925613 0.00102484 0.000652282 0.000791766 0.000765722 0.000501536 0.00073016
internal_weight=0 656 537 416 2271 327 1944 1755 122 189 1553 1477 227 121 294 225 119 1424 1180 244 109 202 160 167 141
internal_count=2927 656 537 416 2271 327 1944 1755 122 189 1553 1477 227 121 294 225 119 1424 1180 244 109 202 160 167 141
is_linear=0
shrinkage=0.0032998


Tree=7613
num_leaves=25
num_cat=0
split_feature=2 15 12 457 2 43 2 43 2 1447 0 12 156 376 16 51 12 49 15 481 0 15 49 12
split_gain=9.53615 5.921 2.99125 1.27774 0.973122 0.966489 0.853257 0.707512 0.678451 0.489574 0.509742 0.473524 0.380092 0.306366 0.274372 0.240313 0.237601 0.231332 0.227439 0.172248 0.127781 0.125639 0.113393 0.100198
threshold=0.13388500000000003 -0.38214499999999996 0.056995000000000011 0.093880000000000019 0.16730000000000003 -0.049364999999999992 0.11248000000000001 -0.095964999999999981 0.090020000000000017 -0.052309999999999988 -0.13165999999999997 0.099170000000000022 0.088820000000000024 0.083295000000000022 -0.14669499999999996 -0.082424999999999984 -1.0000000180025095e-35 0.0060400000000000011 -0.025879999999999997 -0.086379999999999985 -0.14043999999999998 -0.065419999999999992 0.086035000000000014 0.089085000000000011
decision_type=2 2 2 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 17 7 12 -3 11 -10 -11 14 20 -9 -4 21 -1 -2 -13 -16 -7 -12 -21 -17
right_child=4 2 8 -5 -6 6 -8 13 9 10 15 18 -14 -15 19 23 -18 -19 -20 22 -22 -23 -24 -25
leaf_value=0.00037376542961432271 0.00052130826933959561 0.0011247400681661923 0.0015066069059411383 0.00047839310216230398 0.00016108589903188737 0.0012577963036532079 0.00076245554640011828 0.00049114264139457761 0.0014836593305774665 0.00084505656657883025 0.0014228521653483531 0.00096422048443030675 0.0014675641469685922 0.00084194619005045161 0.0011176812419608987 0.0010442087288995798 0.00065587706884628406 0.00079497978447910778 0.0012399672384810513 0.0013040876139376208 0.0010739132768102266 0.0012075987180692929 0.0014298568357318116 0.001166534217303289
leaf_weight=80 100 57 82 52 78 76 53 54 52 56 58 63 56 56 53 97 56 52 72 955 102 69 92 406
leaf_count=80 100 57 82 52 78 76 53 54 52 56 58 63 56 56 53 97 56 52 72 955 102 69 92 406
internal_value=0 0.00116156 0.0011972 0.000969623 0.000461326 0.00102581 0.00114227 0.000825457 0.00125322 0.00117263 0.001149 0.00129835 0.00122814 0.000670054 0.00131966 0.00117596 0.000490188 0.000615165 0.00111155 0.00130569 0.00115262 0.00130618 0.00131517 0.00114301
internal_weight=0 2697 2561 506 230 454 287 167 2055 738 686 1317 234 110 1182 630 136 152 135 1100 178 127 1047 503
internal_count=2927 2697 2561 506 230 454 287 167 2055 738 686 1317 234 110 1182 630 136 152 135 1100 178 127 1047 503
is_linear=0
shrinkage=0.0032998


Tree=7614
num_leaves=24
num_cat=0
split_feature=4 15 158 4 15 403 1453 15 15 0 16 0 1446 2 1429 2 2 0 4 0 4 16 16
split_gain=0.13164 0.118669 0.118555 0.110968 0.131807 0.0813996 0.0770162 0.108407 0.14222 0.299932 0.168463 0.130417 0.113076 0.110041 0.0944439 0.0900039 0.201457 0.0996512 0.0798118 0.062783 0.0613865 0.0406184 0.0367858
threshold=0.27998000000000006 -0.46483499999999994 0.092995000000000008 0.50291500000000011 -0.16749999999999998 -0.51745999999999992 -0.075794999999999987 0.033605000000000003 -0.0087299999999999999 -0.086354999999999987 0.066010000000000013 -0.14164999999999997 0.086940000000000003 0.10043500000000001 0.080400000000000013 0.08647500000000001 0.087765000000000024 -0.078109999999999985 -0.057674999999999997 -0.071749999999999994 -0.077889999999999987 -0.078104999999999994 -0.011849999999999998
decision_type=2 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 21 -7 8 14 -10 -11 -9 18 -12 15 17 -17 -8 20 -20 -13 -1 -16
right_child=1 3 -4 -5 -6 6 7 11 9 10 13 12 -14 -15 22 16 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0028565132401944353 0.0091136049493284153 0.0073122226056094404 -0.0013158416981054214 -0.0073924423336539456 -0.0036567789050845319 1.6144502144308976e-05 0.0084361803386695366 0.013945866641044875 -0.0099330920738357319 -0.0019463823576504229 0.011918550794868808 0.004938581051520079 0.013097239590117101 0.0027001658531579853 0.011960434730450758 -0.0067434976110607621 0.00392530512737823 0.0023085903494473657 -0.0020635328863134491 0.0056284441655563454 0.008387966164420892 -0.0030804899068381662 0.0066015811915272511
leaf_weight=80 75 55 52 66 71 97 226 59 60 102 68 512 56 81 60 55 554 114 69 53 208 55 99
leaf_count=80 75 55 52 66 71 97 226 59 60 102 68 512 56 81 60 55 554 114 69 53 208 55 99
internal_value=0 0.000834305 0.00482913 -0.00179875 0.00111702 0.00446311 0.00468285 0.00487261 0.00393567 0.000748752 0.00330934 0.00626 0.00575302 0.00691927 0.00482857 0.00418891 0.00295883 0.00638692 0.00526244 0.00126334 0.00593757 0.000424426 0.00863509
internal_weight=0 319 127 192 126 2608 2473 2376 1419 311 251 957 898 149 1108 949 609 340 842 122 720 135 159
internal_count=2927 319 127 192 126 2608 2473 2376 1419 311 251 957 898 149 1108 949 609 340 842 122 720 135 159
is_linear=0
shrinkage=0.16829


Tree=7615
num_leaves=15
num_cat=0
split_feature=3 39 3 14 0 15 42 42 39 3 123 0 3 0
split_gain=6.94443 3.92145 1.24347 0.890832 0.861178 0.80054 0.691047 0.47307 0.371902 0.312498 0.245292 0.218183 0.109093 0.0751588
threshold=0.28833000000000003 0.0047850000000000011 0.11745500000000002 0.073890000000000011 -0.18240499999999996 -0.26361999999999991 -0.044384999999999994 0.09117500000000002 0.10096000000000001 -0.10337499999999998 0.083875000000000019 -0.105195 -0.066229999999999997 -0.088659999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -3 9 10 -7 -8 -2 -9 -12
right_child=11 6 -4 -5 5 7 8 12 -10 -11 13 -13 -14 -15
leaf_value=0.00065106609068815669 0.00022381433765514708 0.00090044582192740183 0.00057991727220188776 0.001298820633834906 0.00057772714694497018 0.00088808061718844864 0.00077450483782702095 0.00090618308698145477 0.00032355573468636481 0.0010213185541254586 0.00059782747976774332 -5.6719265522795628e-05 0.0007577853031419926 0.00044169675864090671
leaf_weight=100 68 58 96 84 57 227 54 449 87 1417 63 54 65 79
leaf_count=100 68 58 96 84 57 227 54 449 87 1417 63 54 65 79
internal_value=0 0.000903711 0.000949095 0.000963853 0.000951684 0.00096524 0.000571544 0.000975459 0.000504012 0.00100294 0.000583933 9.9355e-05 0.000887485 0.000511214
internal_weight=0 2836 2495 2399 2315 2215 341 2158 283 1644 196 122 514 142
internal_count=2958 2836 2495 2399 2315 2215 341 2158 283 1644 196 122 514 142
is_linear=0
shrinkage=0.0032998


Tree=7616
num_leaves=28
num_cat=0
split_feature=1 3 52 4 123 123 4 3 12 12 1 4 4 15 49 12 484 3 3 13 1 1 3 15 12 12 3
split_gain=9.26637 2.02118 1.09668 0.990817 0.698948 0.625228 0.466631 0.355685 0.27938 0.213031 0.545729 0.176655 0.239613 0.150748 0.203737 0.201249 0.174307 0.149254 0.17791 0.199401 0.140786 0.122211 0.119413 0.109893 0.104603 0.0939562 0.0850672
threshold=0.10661000000000002 0.30863500000000005 -0.40011499999999994 0.27644500000000005 1.0000000180025095e-35 0.088305000000000008 0.41165000000000002 -0.081224999999999978 0.081320000000000017 0.088325000000000015 0.11215000000000001 0.054720000000000012 0.074650000000000008 -0.077474999999999988 -1.0000000180025095e-35 0.10396500000000002 0.084225000000000008 -0.14186499999999996 -0.097574999999999981 0.17888000000000001 0.13891000000000003 0.11883500000000001 -0.082474999999999979 -0.43587999999999999 0.093065000000000009 0.090885000000000007 -0.059315
decision_type=2 2 2 2 2 2 2 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 9 8 -1 10 -4 13 -13 14 -9 16 -15 24 19 -19 -3 -11 -20 -8 -10 -14 -16
right_child=1 20 5 -5 -6 -7 23 11 17 21 -12 12 25 15 26 -17 -18 18 22 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00083890030707671134 0.0010811611689856555 0.00026204759488124762 0.00040231849634935488 0.0005559697012075945 0.00073542023364876839 0.00033906968530714052 0.00057529329679139826 0.00088212131948935764 0.0012651080013503762 0.00095321683955102592 0.0008551618415799133 0.00069477642916759928 0.0010692238116245918 0.0010172325802375395 0.001074315458608211 0.00081642149500493907 0.00081094370585876082 0.00083007467258618996 0.0010594313751962549 0.0010911717155900329 2.2849504654592255e-05 0.00072615008225273496 0.0011598329812470131 0.0003847482134131259 0.0010667110685862945 0.00086815559189760863 0.0012374494430837872
leaf_weight=59 54 52 56 53 95 92 78 52 75 56 61 54 53 418 138 84 52 74 748 59 56 52 167 60 53 55 52
leaf_count=59 54 52 56 53 95 92 78 52 75 56 61 54 53 418 138 84 52 74 748 59 56 52 167 60 53 55 52
internal_value=0 0.000548773 0.000635788 0.00100348 0.00101383 0.000582853 0.000644542 0.00102588 0.00106322 0.000737513 0.000638717 0.000977706 0.000876579 0.000998243 0.00106836 0.000967549 0.000994484 0.00107444 0.00106112 0.000946165 0.000138345 0.000844215 0.00107779 0.000492703 0.00118323 0.000967154 0.00111915
internal_weight=0 617 509 2341 2288 455 363 2193 1235 225 117 958 162 796 242 554 470 1176 1048 133 108 108 915 138 128 108 190
internal_count=2958 617 509 2341 2288 455 363 2193 1235 225 117 958 162 796 242 554 470 1176 1048 133 108 108 915 138 128 108 190
is_linear=0
shrinkage=0.0032998


Tree=7617
num_leaves=19
num_cat=0
split_feature=1 4 47 4 39 1 15 1 48 3 4 4 11 3 1 3 52 150
split_gain=14.196 1.96748 1.58725 1.48691 0.966873 0.937044 0.783181 0.660961 0.531033 0.486248 0.422209 0.411688 0.386326 1.02506 0.206354 0.307651 0.200442 0.0901746
threshold=0.10749500000000002 -0.03463999999999999 0.084155000000000021 0.31392000000000003 0.0047850000000000011 0.12000500000000001 -0.40992999999999996 0.088035000000000016 0.081890000000000004 0.093925000000000022 -0.16236499999999995 0.55074000000000012 1.0000000180025095e-35 -0.11749 0.09772500000000002 -0.029394999999999998 -0.0083399999999999985 0.08486500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 9 17 11 -6 -4 12 -11 -7 13 -1 15 -15 -14 -3
right_child=1 2 8 -5 7 6 -8 -9 -10 10 -12 -13 16 14 -16 -17 -18 -19
leaf_value=0.00078557388240902771 0.0010128191790466329 0.00064775975099797109 0.00097594566831427836 0.00061089222946409348 0.0010997708005991561 0.00054403718631492598 -2.1471402993628419e-05 0.00065139451819659037 0.00054578224457430219 0.0011535117847739985 0.00073962718280773648 0.00017660365839505075 0.0014410383397188888 0.0011780161337611424 0.00099248807274115937 0.0013545291852121784 0.0011852677625992284 0.00047288777800504571
leaf_weight=74 89 83 74 57 77 77 83 68 55 56 53 59 92 1669 62 118 56 56
leaf_count=74 89 83 74 57 77 77 83 68 55 56 53 59 92 1669 62 118 56 56
internal_value=0 0.000561335 0.000478754 0.00113875 0.00115168 0.000365488 0.000230723 0.000889741 0.000792816 0.00116908 0.000952588 0.000384895 0.00118046 0.00116782 0.0011831 0.00118969 0.0013445 0.000577561
internal_weight=0 576 487 2382 2325 358 219 145 129 2180 109 136 2071 1923 1849 1787 148 139
internal_count=2958 576 487 2382 2325 358 219 145 129 2180 109 136 2071 1923 1849 1787 148 139
is_linear=0
shrinkage=0.0032998


Tree=7618
num_leaves=23
num_cat=0
split_feature=2 12 2 3 0 2 2 41 0 0 2 1456 49 0 52 160 2 49 0 3 50 52
split_gain=9.36674 5.23039 1.85699 1.44798 1.06747 0.915904 0.726422 0.653206 0.425856 0.363191 0.412941 0.36844 0.245161 0.241844 0.223011 0.170592 0.18974 0.158822 0.124249 0.12287 0.127929 0.0865775
threshold=0.11891500000000001 -0.041014999999999989 0.16730000000000003 0.11745500000000002 -0.084114999999999981 -1.0000000180025095e-35 0.096080000000000013 0.077300000000000021 -0.046614999999999997 -0.077104999999999993 0.095850000000000005 -0.15322999999999998 0.047620000000000003 -0.10726999999999999 -0.023474999999999996 -0.060659999999999992 0.089255000000000015 -0.0082649999999999998 -0.14920999999999998 -0.077604999999999993 0.091510000000000022 0.099570000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 7 18 14 -7 9 -6 10 11 -3 -12 -9 -1 16 -11 -13 -2 20 -17 -21
right_child=2 3 -4 -5 8 6 -8 13 -10 15 12 17 -14 -15 -16 19 -18 -19 -20 21 -22 -23
leaf_value=0.00024927432662546719 0.00046572634826207187 0.0009182038167934054 2.3316515008292727e-05 0.00067129280093650178 0.0009185823811118923 0.0011065921165449475 0.00060969070670725345 0.0010327452689010671 0.00059254037439697416 0.00080404766473915229 0.00089009484417378406 0.0011121858780873183 0.0011468643277480497 0.00071232984972716996 0.0005371313465514202 0.001108137850150201 0.0010722786635668652 0.0012129569496414456 0.00024650177161191861 0.0010769156333912181 0.0012925820680986569 0.00091264701882863206
leaf_weight=56 64 55 72 79 100 52 85 52 79 52 89 213 78 53 63 259 69 1106 52 124 52 54
leaf_count=56 64 55 72 79 100 52 85 52 79 52 89 213 78 53 63 259 69 1106 52 124 52 54
internal_value=0 0.00106241 0.000498946 0.00111152 0.000614913 0.000614339 0.000798553 0.00112691 0.000774884 0.00113937 0.00116661 0.00118559 0.00101023 0.000871347 0.000401965 0.00107052 0.000957297 0.00119671 0.000367757 0.00109846 0.00113909 0.00102728
internal_weight=0 2591 367 2335 295 256 137 2256 179 2151 1541 1374 167 105 119 610 121 1319 116 489 311 178
internal_count=2958 2591 367 2335 295 256 137 2256 179 2151 1541 1374 167 105 119 610 121 1319 116 489 311 178
is_linear=0
shrinkage=0.0032998


Tree=7619
num_leaves=33
num_cat=0
split_feature=1 12 12 1 1 3 12 16 3 0 1213 52 3 3 1 1 1213 40 1 1 0 52 11 16 1212 16 1456 130 16 52 13 12
split_gain=10.9857 2.03846 0.931097 0.956477 0.757899 0.69931 0.610932 0.509882 0.508612 0.44034 0.387451 0.327691 0.262896 0.248569 0.228808 0.262559 0.228369 0.22432 0.202068 0.145771 0.281235 0.137391 0.122257 0.112994 0.106503 0.0976293 0.0878576 0.0864404 0.0983507 0.0720298 0.0482849 0.0203358
threshold=0.10661000000000002 0.085075000000000026 0.056995000000000011 0.092695000000000013 0.13130500000000003 0.3148450000000001 0.092855000000000007 0.022165000000000004 -0.0031199999999999995 0.035525000000000008 -0.080279999999999976 -0.072144999999999987 0.018975000000000002 -0.082274999999999987 0.089895000000000017 0.09258000000000001 -0.010414999999999999 -0.061244999999999994 1.0000000180025095e-35 0.09215000000000001 -0.046614999999999997 -0.065394999999999995 1.0000000180025095e-35 0.057175000000000011 0.083355000000000026 0.41378500000000007 -0.086239999999999983 1.0000000180025095e-35 -0.065894999999999981 0.085250000000000006 -0.06286499999999999 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 2 2 2 2 2 2 2
left_child=2 5 3 9 11 7 10 12 -5 18 24 -3 17 -13 16 -16 -12 -2 -1 20 25 -20 26 -21 31 27 -18 30 -29 -26 -8 -4
right_child=1 4 6 8 -6 -7 19 -9 -10 -11 14 13 -14 -15 15 -17 22 -19 21 23 -22 -23 -24 -25 29 -27 -28 28 -30 -31 -32 -33
leaf_value=0.0010160515456204197 0.0004647864775527156 0.0011980591723202878 0.0011700902711955731 0.00052138957250145372 0.0005206596895234361 0.00018894236089965805 0.0010771655054770809 0.00074274553002588142 0.00091566909043215203 0.00081863757005319789 0.0014250845269118766 0.00071039794124538869 0.00058933610519243949 0.001035151353314072 0.00091831021040733271 0.0012331598326996379 0.0010555212438001023 0.00019379392706259479 0.0011130143400563607 0.0010670460218550027 0.00079119014077269948 0.0013484157480961754 0.0013527065317615217 0.001258537213980386 0.00087730791203766124 0.00091083142696621311 0.0011990798975183862 0.0010569005311352382 0.0012463166302555944 0.0010513725015446266 0.0009807293831291294 0.0010682254425356957
leaf_weight=75 89 52 55 66 52 80 122 92 79 57 54 52 93 53 67 53 54 54 53 102 55 62 57 55 53 56 776 79 54 60 136 61
leaf_count=75 89 52 55 66 52 80 122 92 79 57 54 52 93 53 67 53 54 54 53 102 55 62 57 55 53 56 776 79 54 60 136 61
internal_value=0 0.000602182 0.00109727 0.000949958 0.000867382 0.000466245 0.00112688 0.000533773 0.000736447 0.00107516 0.00116887 0.000981995 0.000452159 0.000874657 0.00119567 0.00105766 0.00121323 0.0003627 0.00115193 0.00104464 0.00101651 0.00124023 0.00120029 0.00113435 0.00104455 0.00104415 0.00118978 0.00106316 0.00113407 0.000970043 0.00102647 0.00111683
internal_weight=0 617 2341 392 209 408 1949 328 145 247 1290 157 236 105 1061 120 941 143 190 659 502 115 887 157 229 447 830 391 133 113 258 116
internal_count=2958 617 2341 392 209 408 1949 328 145 247 1290 157 236 105 1061 120 941 143 190 659 502 115 887 157 229 447 830 391 133 113 258 116
is_linear=0
shrinkage=0.0032998


Tree=7620
num_leaves=21
num_cat=0
split_feature=4 2 123 13 4 2 2 13 14 16 481 16 2 131 1213 484 1212 2 16 4
split_gain=28.6138 6.56116 4.74511 1.80609 1.3061 1.27521 0.985208 0.714414 0.674307 0.671251 0.404426 0.371765 0.4789 0.333959 0.334789 0.311875 0.172943 0.158072 0.146346 0.134816
threshold=0.31392000000000003 0.12068000000000001 1.0000000180025095e-35 -0.23438999999999996 -0.078249999999999986 0.14938500000000002 0.14561000000000004 -0.079199999999999979 -0.45687499999999998 -0.43708999999999992 -0.08211499999999998 -0.052894999999999991 0.10393500000000001 0.089325000000000015 -0.082414999999999974 0.049355000000000003 0.083290000000000017 -1.0000000180025095e-35 -0.12653999999999996 0.41823000000000005
decision_type=2 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 8 -3 13 -2 19 -5 18 -13 14 -6 16 -12 -4 -9 -10
right_child=5 6 17 4 7 -7 -8 11 9 -11 15 12 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00068081086190298215 0.00056648635372721088 0.00080208775791859978 0.00048303593591128802 0.0016623762426625274 0.0010945172372074981 -0.00031581140793505476 0.00030454926058903748 0.001358969549400683 0.00016249047675183793 -0.00015042347330950119 0.0013685751110538913 0.001153232306739193 0.00086909833188280423 0.0010994536866633453 0.0013745400691186197 0.0011520142545674557 0.0014971465755020221 0.00072214618617918048 0.0012051139817475976 0.0003606204378092567
leaf_weight=54 56 100 52 59 53 53 77 96 69 56 567 363 80 69 477 64 152 76 273 84
leaf_count=54 56 100 52 59 53 53 77 96 69 56 567 363 80 69 477 64 152 76 273 84
internal_value=0 0.00119963 0.00124424 0.00127856 0.00129287 0.000151149 0.000585843 0.00123129 0.000244674 0.000158279 0.00139604 0.00116714 0.001102 0.00131819 0.0013466 0.00137592 0.0013958 0.000625283 0.00124524 0.000271498
internal_weight=0 2612 2435 2307 2253 318 177 1411 265 209 842 812 443 599 530 783 719 128 369 153
internal_count=2930 2612 2435 2307 2253 318 177 1411 265 209 842 812 443 599 530 783 719 128 369 153
is_linear=0
shrinkage=0.0032998


Tree=7621
num_leaves=24
num_cat=0
split_feature=2 2 2 2 13 158 52 52 43 1453 1429 484 133 39 43 34 52 2 2 43 51 2 43
split_gain=5.71539 3.45666 1.37852 0.870813 0.599266 0.402909 0.351634 0.529233 0.27681 0.211803 0.227632 0.380846 0.189724 0.17514 0.169533 0.154493 0.146055 0.142302 0.321048 0.180076 0.103528 0.0913765 0.0504906
threshold=0.11366500000000002 -1.0000000180025095e-35 0.14870000000000003 0.097110000000000016 -0.15122999999999998 -0.22218999999999997 -0.092084999999999986 0.042815000000000006 -1.0000000180025095e-35 -0.080524999999999985 0.084710000000000021 0.042570000000000004 0.087045000000000025 0.087990000000000013 -1.0000000180025095e-35 -1.0000000180025095e-35 0.01787 0.08647500000000001 0.079570000000000016 -0.0082999999999999984 -1.0000000180025095e-35 0.10615500000000001 -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
left_child=1 12 4 5 -2 -3 21 14 -4 -7 17 -12 15 16 -8 -1 20 18 -11 -19 -6 -5 -9
right_child=2 3 8 6 13 9 7 22 -10 10 11 -13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24
leaf_value=0.00058635185088669849 0.00025405625244092066 0.00065341423889836794 0.00030625025866292901 0.00094524211639173187 0.00067283773584962496 0.0011147571399257566 0.00040038663587168134 0.00074236648425869407 -1.3482991555625111e-05 0.00088521646835509438 0.00095246562391669489 0.0005542731482087146 0.00027874566860150879 0.000431543559075302 0.00063091952441431294 0.00036699707271064998 0.00076353231347322007 0.00092372011691405054 0.0010105738450041138 0.00081045679746686976 0.00049747916257899096 0.00077891794946051158 0.00086999677291929849
leaf_weight=86 65 68 53 84 76 57 63 69 66 477 54 52 64 52 81 61 78 408 432 257 76 70 81
leaf_count=86 65 68 53 84 76 57 63 69 66 477 54 52 64 52 81 61 78 408 432 257 76 70 81
internal_value=0 0.000834161 0.000435485 0.000871999 0.000540618 0.000904408 0.000741345 0.000673903 0.000128623 0.000914214 0.000907389 0.000757458 0.000429968 0.000606545 0.000530306 0.000495567 0.000645957 0.000917463 0.000944831 0.000880001 0.00058539 0.000869869 0.000811522
internal_weight=0 2464 466 2253 347 1805 448 294 119 1737 1680 106 211 282 144 147 230 1574 909 665 152 154 150
internal_count=2930 2464 466 2253 347 1805 448 294 119 1737 1680 106 211 282 144 147 230 1574 909 665 152 154 150
is_linear=0
shrinkage=0.0032998


Tree=7622
num_leaves=26
num_cat=0
split_feature=1 10 403 1453 1446 15 47 2 124 1 15 12 15 4 4 43 160 2 43 1 15 13 13 13 133
split_gain=0.679998 0.23867 0.226586 0.175813 0.163264 0.132051 0.120622 0.17441 0.165544 0.136818 0.114797 0.216181 0.137175 0.34406 0.311495 0.143055 0.133606 0.112623 0.108734 0.100006 0.0993083 0.0962913 0.0897931 0.0771907 0.0532775
threshold=0.10398500000000001 -0.089679999999999982 -0.54604999999999992 -0.077554999999999985 0.10392000000000001 0.050935000000000008 0.078345000000000012 1.0000000180025095e-35 -0.083229999999999985 0.13831000000000002 0.079600000000000018 0.085845000000000019 -0.0044499999999999991 -0.17568999999999999 -0.029079999999999998 -0.080859999999999974 -0.077614999999999976 0.10488500000000002 -0.082094999999999987 0.079805000000000015 0.097125000000000003 -0.081849999999999992 -0.0076349999999999986 -1.0000000180025095e-35 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 2 2
left_child=2 -2 -1 -4 10 6 8 -8 -3 17 12 21 15 19 -15 18 -17 -10 -5 -14 24 -12 -22 -19 -13
right_child=1 5 3 4 -6 -7 7 -9 9 -11 11 20 13 14 -16 16 -18 23 -20 -21 22 -23 -24 -25 -26
leaf_value=0.019734645932604253 -0.0058982928741911234 -0.0049689482245919448 0.017481946870930284 0.010343321714665045 0.00070792414664165495 -0.0034595447377909795 0.013554149675718602 0.0022331508208350836 -0.0028704825664236395 0.012143032668922605 0.011975403542984287 0.011900273483840578 0.005409176962421971 -0.011766578378004445 0.0063918255991975825 0.011621447858215372 0.0053233387072264939 0.0016049470052828471 0.018442733377533358 0.01501792574261703 0.0084040896049670539 0.019512655836380625 0.00044049550435810623 0.0083294959463572349 0.0081675775954050123
leaf_weight=62 68 53 74 399 64 52 101 63 61 64 98 344 58 52 55 134 339 87 54 67 153 98 55 111 164
leaf_count=62 68 53 74 399 64 52 101 63 61 64 98 344 58 52 55 134 339 87 54 67 153 98 55 111 164
internal_value=0 0.0035327 0.00967451 0.00939121 0.00910981 0.00461903 0.00540029 0.00921618 0.00373113 0.00516426 0.00936871 0.0107873 0.0082499 0.00457508 -0.00241603 0.00916865 0.00711138 0.00343284 0.0113128 0.0105738 0.00942545 0.0157532 0.00630697 0.00538384 0.0106988
internal_weight=0 660 2270 2208 2134 592 540 164 376 323 2070 912 1158 232 107 926 473 259 453 125 716 196 208 198 508
internal_count=2930 660 2270 2208 2134 592 540 164 376 323 2070 912 1158 232 107 926 473 259 453 125 716 196 208 198 508
is_linear=0
shrinkage=0.16829


Tree=7623
num_leaves=39
num_cat=0
split_feature=4 12 150 12 15 15 10 4 0 15 4 0 4 15 12 43 43 15 0 16 43 16 16 132 12 16 15 0 4 151 0 403 43 12 12 51 4 15
split_gain=5.60382 1.79691 0.879575 0.6481 0.497019 0.429959 0.408376 0.387701 0.655204 0.383633 0.232738 0.253821 0.22654 0.164442 0.246436 0.14905 0.124178 0.13714 0.12305 0.121769 0.172268 0.120456 0.119269 0.1153 0.0862126 0.0758223 0.0952224 0.0684912 0.0606431 0.0588218 0.0585496 0.0754809 0.047236 0.0445944 0.0319922 0.0283459 0.0223394 0.0120878
threshold=0.31392000000000003 0.056995000000000011 0.085845000000000019 0.090455000000000021 0.13248000000000001 -0.14051999999999998 -1.0000000180025095e-35 -0.17568999999999999 -0.068669999999999995 -0.41725999999999991 -0.0058699999999999994 -0.11825999999999999 -0.068329999999999988 0.079600000000000018 0.083815000000000014 -0.073819999999999983 -0.080684999999999993 -0.095244999999999982 -0.088724999999999984 -0.074904999999999985 -0.069944999999999993 -0.069169999999999995 -0.53870999999999991 0.012535000000000003 0.096990000000000007 0.0077850000000000011 -0.046109999999999991 -0.087544999999999998 0.51395000000000002 -0.056409999999999995 -0.083514999999999992 -0.0076149999999999994 -0.052849999999999994 0.087435000000000013 0.092995000000000008 -0.025499999999999998 -0.50393499999999991 0.090075000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 13 12 -1 -2 36 10 28 -9 -12 19 16 -15 -16 21 -18 -19 34 -21 -3 -11 25 -22 32 -27 -23 -8 -4 31 -17 -14 -32 -5 -29 -7 -36
right_child=6 3 29 4 -6 7 9 8 -10 22 11 -13 23 14 15 30 17 18 -20 20 24 27 -24 -25 -26 26 -28 35 -30 -31 33 -33 -34 -35 37 -37 -38 -39
leaf_value=0.00093215320645011462 4.6964920830921787e-05 0.00096738389866233437 0.00039804679386390836 0.00082869650723483798 0.00043312200075716942 0.00072549830052166884 0.00052877179559694318 0.00050748704748489724 0.0002608646682192605 0.00030796251041441338 0.0005703105747859971 0.000885415141125264 0.00078477539457997214 0.0010945809665400875 0.0010023741142310193 0.0009333232750446366 0.00088935981203978767 0.00057145828330211902 0.00077999374462325464 0.00060639744320766995 0.00087824391315242131 0.00074250267370581284 9.1940050286039659e-05 0.00083013564182305073 0.00071546584022800738 0.00068972473778890198 0.00052291547102849062 0.00090308202968730192 0.00039077441081819233 0.00024060095519857911 0.00071144479118259154 0.00081423935806979411 0.00069130554859012409 0.0008364348565055111 0.00096858367711810125 0.00080971705266291759 0.00082979518500350268 0.0008819940621238784
leaf_weight=54 59 82 54 76 54 52 77 83 66 60 53 61 114 64 85 139 53 58 71 56 107 90 53 84 58 139 54 90 69 53 52 113 150 104 52 80 58 53
leaf_count=54 59 82 54 76 54 52 77 83 66 60 53 61 114 64 85 139 53 58 71 56 107 90 53 84 58 139 54 90 69 53 52 113 150 104 52 80 58 53
internal_value=0 0.000759545 0.000588565 0.000803465 0.000742525 0.000655684 0.000295413 0.000615564 0.000546315 0.000351873 0.00064177 0.000739228 0.000760205 0.000859638 0.000899742 0.000874377 0.000816941 0.000745773 0.000686507 0.000820141 0.000766959 0.000854711 0.000206954 0.000715604 0.000821238 0.000694475 0.000643235 0.00081904 0.000463795 0.000320389 0.000847625 0.000880064 0.000731801 0.000794997 0.000884881 0.000859353 0.000780811 0.000925212
internal_weight=0 2612 534 2078 997 427 318 373 263 259 197 114 943 1081 557 493 524 182 129 402 221 342 113 541 165 457 193 260 146 107 408 252 264 156 181 170 110 105
internal_count=2930 2612 534 2078 997 427 318 373 263 259 197 114 943 1081 557 493 524 182 129 402 221 342 113 541 165 457 193 260 146 107 408 252 264 156 181 170 110 105
is_linear=0
shrinkage=0.0032998


Tree=7624
num_leaves=26
num_cat=0
split_feature=1 16 403 14 16 1456 484 16 16 1 13 1212 1212 2 2 13 2 1 123 2 16 151 156 16 13
split_gain=0.51358 0.204359 0.155345 0.146526 0.131212 0.162002 0.209072 0.125172 0.259199 0.140384 0.123596 0.122451 0.173699 0.0963062 0.231051 0.123716 0.0929023 0.0888987 0.108486 0.0972123 0.0876157 0.0812777 0.0500563 0.040689 0.0290624
threshold=0.10331000000000003 0.51041000000000014 -0.54604999999999992 -1.0000000180025095e-35 0.014185000000000001 -0.077489999999999989 -0.010124999999999999 -0.019749999999999993 -0.092694999999999986 0.11277000000000001 -0.100615 0.058905000000000006 0.088085000000000011 0.089505000000000015 0.098290000000000002 -0.046389999999999994 0.087035000000000015 0.12000500000000001 0.086620000000000016 0.105395 -0.00083999999999999993 1.0000000180025095e-35 1.0000000180025095e-35 0.31497000000000003 -0.075154999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 6 -4 8 17 -9 -7 20 -13 15 24 -6 -14 19 -19 -5 21 -12 23 -16 -15
right_child=1 -3 4 7 13 10 -8 9 -10 -11 11 12 16 14 22 -17 -18 18 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.016922053470512732 0.0079730035471820126 0.010242880810537213 0.022907371268190414 0.0089769273149970016 0.005990976225747964 0.0027718715784723065 0.009410392397431749 -0.0088257673770636823 0.011384670333338417 0.0017169412658684217 0.0081856236601410941 0.020830548436852451 0.013498497599195662 0.010849596409173972 -0.0010925367222344136 -0.004104531579302342 0.00611123224506526 -0.0065723484481270975 0.0031352704994091966 -0.00039633567399755091 0.013010874690757623 0.0023406461891547488 0.0080112211117620621 0.0046254405010849077 0.016128912785515922
leaf_weight=62 100 103 53 52 94 99 86 68 75 75 1037 54 103 74 60 54 93 84 53 78 101 73 61 84 54
leaf_count=62 100 103 53 52 94 99 86 68 75 75 1037 54 103 74 60 54 93 84 53 78 101 73 61 84 54
internal_value=0 0.0033261 0.00858721 0.0021052 0.00834934 0.00904601 0.0145696 0.000891643 0.00264277 -0.00328381 0.00855269 0.00894318 0.0123485 0.00588483 0.00747476 0.00229534 0.0100025 0.000180455 -0.00280373 0.00333915 0.00823869 0.00780284 0.00395936 0.00223047 0.0130908
internal_weight=0 688 2242 585 2180 1699 139 485 342 143 1560 1461 250 481 333 148 196 267 137 130 1211 1110 205 144 128
internal_count=2930 688 2242 585 2180 1699 139 485 342 143 1560 1461 250 481 333 148 196 267 137 130 1211 1110 205 144 128
is_linear=0
shrinkage=0.16829


Tree=7625
num_leaves=18
num_cat=0
split_feature=97 160 15 457 1 12 10 484 15 50 15 15 50 12 12 15 15
split_gain=0.208574 0.158871 0.158567 0.150483 0.272639 0.121495 0.117908 0.112092 0.110824 0.10857 0.102042 0.189625 0.0887713 0.107722 0.0865809 0.0761357 0.0309065
threshold=-0.0047149999999999996 -0.081849999999999992 -0.2987999999999999 0.041935000000000007 0.095640000000000017 0.083400000000000016 -0.012394999999999998 0.08618000000000002 -0.46483499999999994 0.12170000000000002 -0.0065999999999999991 0.094570000000000015 -0.23848499999999997 -0.087789999999999993 0.084130000000000024 -0.091934999999999989 -0.052984999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 8 6 5 -5 -4 10 -3 12 15 -12 -8 -14 -9 -2 -17
right_child=1 2 3 4 -6 -7 9 14 -10 -11 11 -13 13 -15 -16 16 -18
leaf_value=-0.0021048956894081598 0.013394329889910123 0.0062427742554618474 0.013967202652273279 0.01383911164977193 -0.0044823621717156471 0.00263561065278882 0.012994249401656352 0.0025988468974903443 -0.0031812746416741305 -0.0001576214139740576 0.021678153847905723 0.0089590671430202808 0.00035654313674336014 0.0071243545388421812 0.0096508722489678268 0.0051017345264153524 0.0096521454992443047
leaf_weight=74 80 62 69 52 92 59 70 100 82 60 62 73 70 1646 99 100 77
leaf_count=74 80 62 69 52 92 59 70 100 82 60 62 73 70 1646 99 100 77
internal_value=0 0.0069263 0.00628199 0.00664951 0.00227959 0.00790028 0.00711181 0.00938933 0.000863826 0.0068546 0.0110464 0.0148137 0.00709117 0.00684933 0.00611617 0.00906042 0.00709144
internal_weight=0 2853 2262 2118 203 111 1915 591 144 1846 392 135 1786 1716 199 257 177
internal_count=2927 2853 2262 2118 203 111 1915 591 144 1846 392 135 1786 1716 199 257 177
is_linear=0
shrinkage=0.16829


Tree=7626
num_leaves=26
num_cat=0
split_feature=1 12 1 3 3 2 13 2 3 3 49 2 52 1213 0 52 4 13 3 0 49 4 12 13 1213
split_gain=10.1172 3.47354 1.36107 1.20364 0.738206 0.662807 0.673809 0.598414 0.393918 0.376309 0.34729 0.281239 0.275746 0.229439 0.218568 0.174613 0.19598 0.173653 0.160936 0.115204 0.109117 0.141418 0.179812 0.0745909 0.0624008
threshold=0.11829500000000003 0.056995000000000011 0.09258000000000001 -0.06656999999999999 -0.0037099999999999998 0.16730000000000003 -0.0029949999999999998 0.123795 -0.15288999999999997 0.11745500000000002 0.082820000000000019 0.090485000000000024 -0.070104999999999987 0.060985000000000004 -0.096849999999999978 -0.088284999999999988 -9.4999999999999992e-05 -0.0039049999999999992 0.28833000000000003 -0.092524999999999982 -0.010819999999999998 -0.078704999999999983 0.092010000000000022 -0.010129999999999998 0.12089000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -2 12 6 18 8 17 -6 15 13 -4 14 -10 -1 -17 -3 -5 -16 -13 -22 -23 24 -15
right_child=3 7 4 5 9 -7 -8 -9 11 -11 -12 20 -14 23 19 16 -18 -19 -20 -21 21 22 -24 -25 -26
leaf_value=0.0010748696289218883 0.00084879234329533401 0.0014602945393067251 0.00033949791840499736 0.00041309542822069018 0.00095114993612918273 6.1162054047317533e-05 0.00071856149073110413 0.00081775007662957433 0.00097349269281162443 0.00063215259760326156 0.0012008770505889269 0.00091606236345398949 0.00065394339615724095 0.0012967735424466238 0.00128533659174415 0.00074607401692064349 0.0010126391570833991 0.0012159959890485938 0.00019070240253571738 0.0011381002944884247 0.00092954324389419739 0.0012001888379742118 0.0010533821334003342 0.0013670572853140934 0.0011260653466897692
leaf_weight=62 73 52 68 97 98 59 72 67 88 70 72 54 56 53 66 74 53 92 57 923 65 136 309 59 52
leaf_count=62 73 52 68 97 98 59 72 67 88 70 72 54 56 53 66 74 53 92 57 923 65 136 309 59 52
internal_value=0 0.00106266 0.000830743 0.000470358 0.000675602 0.000373302 0.000454634 0.00112626 0.00113684 0.000818444 0.00100418 0.00112345 0.00048179 0.00115156 0.00113374 0.000929057 0.000857595 0.00130446 0.00033101 0.00114796 0.00106155 0.00107689 0.00109833 0.00126836 0.00121257
internal_weight=0 2569 553 358 292 285 226 2016 1949 168 261 1805 124 1241 1077 189 127 144 154 989 564 510 445 164 105
internal_count=2927 2569 553 358 292 285 226 2016 1949 168 261 1805 124 1241 1077 189 127 144 154 989 564 510 445 164 105
is_linear=0
shrinkage=0.0032998


Tree=7627
num_leaves=19
num_cat=0
split_feature=3 15 2 148 2 43 151 2 160 3 14 1213 151 13 15 159 43 1213
split_gain=5.16125 3.369 1.69095 0.907889 0.859325 1.10003 0.464412 0.395781 0.286026 0.246338 0.245843 0.232315 0.311805 0.215335 0.196656 0.157527 0.14111 0.0486618
threshold=0.28833000000000003 -0.38214499999999996 0.10060500000000001 -0.064274999999999985 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.065174999999999983 0.14290000000000003 0.019875 -0.16270999999999997 0.073890000000000011 0.060985000000000004 0.055120000000000009 -0.42246499999999992 -0.46483499999999994 0.082420000000000007 -0.012824999999999998 0.089885000000000007
decision_type=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 -3 -5 8 9 -8 11 12 15 -2 -1 -6 -13 -18
right_child=13 2 3 6 10 -7 7 -9 -10 -11 -12 16 -14 -15 -16 -17 17 -19
leaf_value=0.00048569496544130741 0.00027618169992444394 0.0003563054372040198 0.00032535625744902489 0.0004964449581504306 0.00090673835632513295 0.00099584957345811025 0.00097127979180718603 0.00053080607178765903 0.0010031194062799895 0.00074172817958890569 0.0011188615129647023 0.0011824132576943916 0.00068805423207533303 0 0.00025711011408032435 0.0010052747487561905 0.0010430288903713807 0.00091577134170123416
leaf_weight=98 68 66 59 66 1356 53 64 56 83 276 75 52 67 56 72 212 72 76
leaf_count=98 68 66 59 66 1356 53 64 56 83 276 75 52 67 56 72 212 72 76
internal_value=0 0.000839688 0.000868768 0.000715233 0.000914455 0.00064144 0.000757375 0.000793254 0.000827916 0.000785042 0.000931447 0.000923768 0.000910597 0.000151393 0.00038909 0.000920083 0.00103126 0.000977918
internal_weight=0 2803 2633 604 2029 119 545 479 423 340 1910 1835 1635 124 170 1568 200 148
internal_count=2927 2803 2633 604 2029 119 545 479 423 340 1910 1835 1635 124 170 1568 200 148
is_linear=0
shrinkage=0.0032998


Tree=7628
num_leaves=22
num_cat=0
split_feature=1 1 457 10 15 11 123 51 0 0 1213 14 0 42 0 474 1 15 52 132 13
split_gain=7.86282 1.7234 1.36447 0.989249 1.05233 0.664868 0.391384 0.364044 0.345425 0.241292 0.178245 0.157434 0.179687 0.159186 0.143067 0.138027 0.106587 0.103014 0.0728524 0.0670749 0.0350827
threshold=0.11779500000000002 0.095435000000000006 0.041935000000000007 -0.0062549999999999993 -0.13843999999999998 0.082245000000000013 1.0000000180025095e-35 -0.064959999999999976 0.060910000000000006 -0.13165999999999997 0.062550000000000008 0.064610000000000015 -0.22480499999999998 0.090775000000000008 -0.080414999999999986 0.086080000000000018 0.13486500000000004 0.089715000000000003 -0.018094999999999997 -1.0000000180025095e-35 -0.043279999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 -2 16 6 9 -6 10 -3 11 12 -1 15 19 -14 -5 -15 -11 -12 -20
right_child=3 2 -4 4 7 -7 -8 -9 -10 18 14 -13 13 17 -16 -17 -18 -19 20 -21 -22
leaf_value=0.00066983550575648945 -2.5433075244934133e-05 0.00053131111805805999 0.00026651162737186446 0.00029924922173867573 0.00081636224872140681 0.00097174691548226389 0.00039897846168505805 0.00046627565973839986 0.00064483507801104084 0.00066988332220890834 0.00091877096909089527 0.0010051278799319138 0.0008863997480766931 0.00074048751484428999 0.00081075790188900364 0.00077468976190393259 0.00012067646701290619 0.00085587362642671665 0.00085709774874174886 0.0010652463943935965 0.00074012694100906214
leaf_weight=60 79 67 87 65 52 91 56 88 80 66 60 77 1131 192 55 141 85 164 77 99 55
leaf_count=60 79 67 87 65 52 91 56 88 80 66 60 77 1131 192 55 141 85 164 77 99 55
internal_value=0 0.000816916 0.000642652 0.000301499 0.000390681 0.000721994 0.000651082 0.000596559 0.000859132 0.000704224 0.000867777 0.000856684 0.000849892 0.000856506 0.000959102 0.000874044 0.000198293 0.000793742 0.000762557 0.00101019 0.000808627
internal_weight=0 2558 499 369 290 412 321 140 2059 265 1979 1765 1688 1628 214 1272 150 356 198 159 132
internal_count=2927 2558 499 369 290 412 321 140 2059 265 1979 1765 1688 1628 214 1272 150 356 198 159 132
is_linear=0
shrinkage=0.0032998


Tree=7629
num_leaves=17
num_cat=0
split_feature=15 2 124 0 13 11 2 0 48 0 0 15 15 16 51 13
split_gain=9.05597 3.91656 2.68835 1.58977 1.19965 0.78973 0.714437 0.559613 0.440072 0.427171 0.338585 0.30545 0.273975 0.240176 0.20734 0.132935
threshold=-0.26361999999999991 0.15305000000000002 -1.0000000180025095e-35 -0.22745499999999999 -0.24426999999999996 1.0000000180025095e-35 0.093470000000000011 -0.028049999999999995 0.085130000000000025 -0.12851999999999997 -0.096849999999999978 -0.43091499999999999 0.043560000000000008 0.15273500000000004 -0.025879999999999997 -0.013049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 8 6 -5 7 -4 10 -2 -1 -6 15 14 -9 -7 -11
right_child=1 -3 3 4 5 12 -8 13 -10 11 -12 -13 -14 -15 -16 -17
leaf_value=0.00072018734211138486 0.00094003141108862584 0.00039192651040101368 0.0010800824975341922 0.00077793984073239392 0.0011118503777282731 0.0015024717650849167 0.00055096901022886951 0.00082760582113465444 0.00061093346205209171 0.00037639326519650016 0.0012408453525364425 0.00018156481886451108 0.0016417690735997413 0.0011144477552432342 0.0012339266417884416 0.00060282042078317881
leaf_weight=53 90 73 55 67 262 59 57 53 89 65 1685 57 52 85 73 52
leaf_count=53 90 73 55 67 262 59 57 53 89 65 1685 57 52 85 73 52
internal_value=0 0.00114658 0.00116753 0.0011961 0.00121455 0.00122742 0.000811116 0.00120903 0.000776599 0.000460075 0.00122351 0.000380643 0.00143568 0.00100454 0.00135423 0.000477329
internal_weight=0 2700 2627 2448 2336 2269 112 2085 179 227 1947 174 184 138 132 117
internal_count=2927 2700 2627 2448 2336 2269 112 2085 179 227 1947 174 184 138 132 117
is_linear=0
shrinkage=0.0032998


Tree=7630
num_leaves=24
num_cat=0
split_feature=1 4 2 15 34 49 13 4 1 4 42 0 4 0 49 1447 474 51 4 4 15 157 42
split_gain=0.484453 0.185778 0.232799 0.23106 0.222516 0.166917 0.150982 0.12226 0.0933758 0.0842866 0.170726 0.113732 0.27292 0.107914 0.21069 0.0912653 0.124463 0.0837814 0.0836225 0.116169 0.0752895 0.0445171 0.0385577
threshold=0.11156000000000001 -0.051789999999999996 1.0000000180025095e-35 -0.082809999999999981 -0.027829999999999997 -0.13138499999999997 -0.17030499999999998 0.5124550000000001 0.12864500000000004 1.0000000180025095e-35 0.097140000000000018 -0.10462499999999998 -0.047714999999999987 -0.11262999999999999 -1.0000000180025095e-35 -0.085804999999999979 0.088410000000000002 -0.029554999999999994 -0.5055599999999999 -0.086644999999999986 -0.081149999999999986 -0.078734999999999986 -0.067604999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 6 -3 -1 -4 -8 -6 11 13 12 -7 14 -11 -13 18 -15 -17 -20 22 -18 -19
right_child=1 2 3 -5 8 9 7 -9 -10 10 -12 15 -14 17 -16 16 21 20 19 -21 -22 -23 -24
leaf_value=0.016616586182924553 0.012128604072998846 -0.002039908600014349 0.0084578049467134101 -0.0098426051058472502 0.0068340812723951616 0.012274789907575715 0.0024996203726653917 -0.007645343858541263 0.015839823935199879 0.0032943449072259452 -6.2595734710624377e-05 0.0041332685755573742 -0.0021133378991437762 0.011116967966693649 0.016482881811550915 0.016210113451403853 0.019128584841449556 0.010367254262103302 0.006305566114202691 0.010294113427956284 -0.0005108599799798257 0.012381085178114187 0.0049689016948037392
leaf_weight=86 65 54 69 60 77 75 95 52 58 52 78 73 74 87 103 57 55 55 254 1179 54 61 126
leaf_count=86 65 54 69 60 77 75 95 52 58 52 78 73 74 87 103 57 55 55 254 1179 54 61 126
internal_value=0 0.0036941 0.00251122 -0.000598787 0.00706232 0.00930775 0.00196062 -0.00107685 0.0107165 0.00904323 0.00721374 0.0095977 0.00511695 0.00840734 0.0120699 0.00999427 0.0102596 0.00663872 0.00984291 0.0095884 0.00497317 0.0155958 0.00661921
internal_weight=0 530 465 276 189 2469 216 147 135 2383 555 1828 149 477 155 1679 1606 322 1490 1433 235 116 181
internal_count=2999 530 465 276 189 2469 216 147 135 2383 555 1828 149 477 155 1679 1606 322 1490 1433 235 116 181
is_linear=0
shrinkage=0.16829


Tree=7631
num_leaves=24
num_cat=0
split_feature=10 4 400 49 2 0 43 0 403 130 402 42 0 2 1454 133 4 484 484 402 42 4 0
split_gain=0.330164 0.174194 0.132192 0.117987 0.107223 0.159996 0.0974426 0.0856504 0.0746103 0.0895406 0.0852862 0.0731491 0.0705778 0.116123 0.11377 0.0653967 0.128235 0.0710477 0.119917 0.0436449 0.0426141 0.0365275 0.0256559
threshold=-0.089679999999999982 -0.047714999999999987 -0.087389999999999982 -0.0037949999999999993 0.12026500000000001 -0.084114999999999981 -0.095964999999999981 -0.069074999999999984 -0.11087499999999999 -0.070609999999999992 0.012085000000000002 0.087170000000000011 -0.085719999999999977 0.084485000000000018 1.0000000180025095e-35 -0.09465999999999998 0.0067750000000000006 0.08764000000000001 1.0000000180025095e-35 -0.16962499999999997 0.096160000000000009 -0.013634999999999998 -0.086554999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 6 -6 21 15 10 -10 19 -9 13 -11 -14 16 -8 18 -17 -5 -7 -3 -19
right_child=1 4 3 8 5 20 7 11 9 12 -12 -13 14 -15 -16 17 -18 22 -20 -21 -22 -23 -24
leaf_value=-0.0030501279197488996 0.00049860352504639766 0.0072020918074519992 0.015633825488844729 0.013203547199219358 -0.0024110334145113071 0.0038926141791062597 -0.0025507691634685708 -0.00086395321961378342 0.014311907292621424 0.014951109016456717 0.016905870110144508 0.0059678127738852591 0.0073837789097670982 0.0065789600336692133 -0.00069336736932678537 0.0073766496154754934 0.0079669440480129739 0.0085514705949096652 0.00077094844016993092 0.0072109704720234339 0.010004367964681609 0.012638251597283413 0.013882679095670973
leaf_weight=91 54 58 73 55 99 78 60 85 60 88 60 92 652 103 53 717 72 53 88 99 57 97 55
leaf_count=91 54 58 73 55 99 78 60 85 60 88 60 92 652 103 53 717 72 53 88 99 57 97 55
internal_value=0 0.00723039 0.00868522 0.00903942 0.006058 0.00271445 0.00662489 0.00611722 0.00862644 0.00798443 0.0114861 0.00267687 0.00755871 0.0104457 0.00677401 0.00669822 0.00317255 0.00720599 0.00665677 0.00936284 0.00648644 0.0106157 0.0112831
internal_weight=0 2908 1297 1243 1611 234 1377 1222 1170 956 214 177 896 191 705 1045 132 913 805 154 135 155 108
internal_count=2999 2908 1297 1243 1611 234 1377 1222 1170 956 214 177 896 191 705 1045 132 913 805 154 135 155 108
is_linear=0
shrinkage=0.16829


Tree=7632
num_leaves=22
num_cat=0
split_feature=4 3 123 2 2 10 4 3 2 3 52 0 4 4 52 0 0 2 400 3 123
split_gain=5.28685 1.69453 1.24308 0.672202 0.404856 0.340116 0.324873 0.480629 0.29379 0.256453 0.200731 0.150956 0.241495 0.145623 0.145486 0.0988745 0.0837299 0.0575914 0.0484779 0.0132346 0.0128071
threshold=0.31392000000000003 0.28833000000000003 1.0000000180025095e-35 0.14290000000000003 -0.007134999999999999 -0.063134999999999983 -0.074254999999999988 0.092005000000000017 0.092320000000000013 -0.037084999999999993 -0.049669999999999999 -0.029849999999999998 -0.4950449999999999 -0.14345499999999997 0.029970000000000007 -0.036459999999999992 0.10923000000000001 0.11543500000000002 -0.086144999999999985 0.095880000000000007 0.088795000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -2 11 8 9 -8 -7 13 16 -1 -10 17 -13 -12 -15 -19 -6
right_child=5 -3 4 -5 20 10 7 -9 14 -11 15 12 -14 18 -16 -17 -18 19 -20 -21 -22
leaf_value=0.0010000127054646867 6.597033534834933e-05 0.00022181895630021849 0.00024486229095142825 0.00041836078330912465 0.00063982263096343272 0.00018064360080413322 0.00078793837431061936 0.00048621427000170443 0.00064866642795951873 0.00097723967151939995 0.00043948827040446355 0.00074653422286676647 0.00059382117713988394 0.00074572469361148359 0.00076357309285139782 0.00052116924427005041 0.00093288633495586856 0.00027109071720765083 0.00084895779671455512 0.00035023875708499729 0.00055624858360663846
leaf_weight=71 53 65 54 55 52 58 746 69 249 89 63 54 70 60 246 56 58 53 673 53 52
leaf_count=71 53 65 54 55 52 58 746 69 249 89 63 54 70 60 246 56 58 53 673 53 52
internal_value=0 0.000748831 0.000762003 0.000780394 0.000477777 0.000309386 0.000788728 0.000756128 0.000770104 0.000808158 0.000354848 0.000834946 0.000747573 0.000854681 0.000705843 0.000399597 0.000843353 0.000359105 0.000840556 0.000310997 0.000598374
internal_weight=0 2663 2598 2440 158 336 2385 1399 1330 835 283 986 182 804 495 225 112 169 733 106 104
internal_count=2999 2663 2598 2440 158 336 2385 1399 1330 835 283 986 182 804 495 225 112 169 733 106 104
is_linear=0
shrinkage=0.0032998


Tree=7633
num_leaves=22
num_cat=0
split_feature=1 41 52 1 12 4 40 4 4 2 474 51 16 159 14 2 16 2 52 4 4
split_gain=0.286932 0.132353 0.114202 0.134376 0.22651 0.101487 0.100436 0.188898 0.110244 0.10875 0.0727568 0.252731 0.108267 0.144096 0.131647 0.113957 0.0932296 0.12507 0.0894635 0.065491 0.0438418
threshold=0.11156000000000001 0.084515000000000021 -0.23047999999999999 0.15390500000000004 -0.089649999999999994 -0.5055599999999999 -0.034699999999999988 0.42118000000000005 -0.0037349999999999992 0.10043500000000001 0.09018000000000001 -0.021529999999999997 0.0048000000000000013 0.089030000000000012 0.073890000000000011 0.099185000000000009 -0.0021749999999999994 -0.007134999999999999 -0.45635499999999996 -0.070154999999999981 0.48395000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 -4 -1 7 -6 -8 -10 12 -12 14 15 16 19 17 -7 -17 -14 -11
right_child=2 -3 3 -5 6 10 8 -9 9 20 11 -13 13 -15 -16 18 -18 -19 -20 -21 -22
leaf_value=0.01303684711426858 0.0094593757565306167 -0.00036495784779277669 0.010760970947658014 -0.0062933427001574801 -0.010679995768458895 -0.0012983450354618249 0.0096200219695151308 0.0036475912130786185 0.0064392771608456738 -0.0052487623354626036 0.017615699959295884 0.0029807627914286683 0.013102257696989738 -0.0038550915754724611 0.015466461067236406 0.0066967820525769377 0.012705752194226089 0.0070616602683910871 -0.00096709698483792212 0.0063024140229783199 0.0012976611238234327
leaf_weight=82 62 67 81 52 52 52 52 52 63 63 72 63 57 53 55 76 80 1570 99 143 53
leaf_count=82 62 67 81 52 52 52 52 52 63 63 72 63 57 53 55 76 80 1570 99 143 53
internal_value=0 0.00698714 0.00266565 0.00176179 0.002773 0.00719296 0.000836213 -0.00349893 0.00279574 0.000803232 0.00698564 0.0107994 0.00674918 0.00433871 0.00733535 0.00550156 0.00707154 0.00679254 0.00235095 0.00824935 -0.00224224
internal_weight=0 2469 530 468 416 2402 335 104 231 179 2320 135 2185 428 1757 375 1702 1622 175 200 116
internal_count=2999 2469 530 468 416 2402 335 104 231 179 2320 135 2185 428 1757 375 1702 1622 175 200 116
is_linear=0
shrinkage=0.16829


Tree=7634
num_leaves=14
num_cat=0
split_feature=10 9 1209 401 2 160 1446 1452 13 13 13 42 39
split_gain=0.203809 0.130502 0.0888271 0.0888757 0.0907669 0.207129 0.12934 0.100262 0.0786878 0.10121 0.0811612 0.0750456 0.0646736
threshold=-0.089679999999999982 -1.0000000180025095e-35 -0.084964999999999985 0.096230000000000024 0.085505000000000012 0.023210000000000005 0.10153500000000001 0.087675000000000017 -0.0079349999999999993 0.0040450000000000009 -0.096079999999999985 0.087970000000000007 0.10233000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 8 7 12 10 -10 -4 -5 -6
right_child=1 2 3 11 6 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.0026520224305382634 -0.0010174226998294273 0.01228141101938093 0.012954453146692066 -0.0030679722338854709 0.0051785490922508278 -0.00014803138461493714 -0.0032734034933302406 0.011577614994621377 0.013936176796314575 0.006798053034792609 0.0062285555336724962 0.0054242365345053079 -0.00017375827961672112
leaf_weight=91 86 56 57 62 1557 100 52 68 122 107 519 56 66
leaf_count=91 86 56 57 62 1557 100 52 68 122 107 519 56 66
internal_value=0 0.00542291 0.00561981 0.00548429 0.00568581 0.00705792 0.00497234 0.00522697 0.0079553 0.0106087 0.00689726 0.000947003 0.00495979
internal_weight=0 2908 2822 2766 2648 905 1743 1691 805 229 576 118 1623
internal_count=2999 2908 2822 2766 2648 905 1743 1691 805 229 576 118 1623
is_linear=0
shrinkage=0.16829


Tree=7635
num_leaves=22
num_cat=0
split_feature=13 48 12 43 12 155 147 13 2 457 12 16 16 2 1 2 2 43 483 133 157
split_gain=0.146244 0.144683 0.109195 0.190999 0.172292 0.101564 0.105124 0.0742053 0.118475 0.120305 0.0869482 0.0643077 0.10205 0.0815399 0.142267 0.200145 0.09706 0.0824302 0.0779101 0.0681273 0.0629521
threshold=-0.36115499999999995 0.088965000000000002 0.087495000000000003 0.021175000000000003 0.080020000000000022 0.085010000000000016 0.090425000000000019 0.15867500000000004 0.078775000000000012 -0.016289999999999995 0.023990000000000004 0.63086500000000012 0.42146500000000003 0.087605000000000002 0.11039500000000001 0.08542000000000001 0.089745000000000005 0.0010300000000000003 1.0000000180025095e-35 -0.010904999999999998 -0.06482499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 8 10 -10 -2 12 13 14 15 17 19 -4 20 -15 -18
right_child=2 -3 11 4 -6 -7 -8 -9 9 -11 -12 -13 -14 16 -16 -17 18 -19 -20 -21 -22
leaf_value=0.0025050805461736547 -0.0020958511859440619 -0.0083974400094635766 0.0023319284777373905 0.0024882543763717559 -0.010888241534695167 0.010686338394120656 -0.0042431486167982067 -0.001977293122880492 -6.3536186685789924e-05 0.0055137846845318564 0.0054919627608994862 -0.00064514549486877407 0.010724276355896616 -0.0049799675746057311 0.012841078710293724 0.012732338185420482 -0.0016511402957651935 0.0079515295520737658 0.0093335817653957074 0.0029160169313147701 0.0043788797170026461
leaf_weight=95 143 54 308 57 52 53 52 66 128 734 61 55 89 56 82 84 54 98 83 69 492
leaf_count=95 143 54 308 57 52 53 52 66 128 734 61 55 89 56 82 84 54 98 83 69 492
internal_value=0 -0.00143411 0.00396724 0.00286892 -0.00387671 0.00346477 0.00313999 0.00348074 0.00382035 0.00468351 0.000164247 0.0049717 0.00519129 0.00481856 0.00633804 0.00524611 0.00366348 0.00369281 0.004515 -0.000607012 0.00377921
internal_weight=0 149 2816 1346 109 1237 1184 1132 1066 862 204 1470 1415 1326 572 490 754 406 629 125 546
internal_count=2965 149 2816 1346 109 1237 1184 1132 1066 862 204 1470 1415 1326 572 490 754 406 629 125 546
is_linear=0
shrinkage=0.16829


Tree=7636
num_leaves=22
num_cat=0
split_feature=4 12 11 151 0 16 0 0 4 11 0 0 16 12 16 4 11 4 0 40 4
split_gain=2.85396 0.946161 0.377235 0.237889 0.313168 0.260765 0.288556 0.279485 0.162727 0.150612 0.14634 0.113484 0.155271 0.0970704 0.1003 0.0903344 0.085558 0.0601697 0.155868 0.0560676 0.020433
threshold=0.27998000000000006 0.056995000000000011 1.0000000180025095e-35 0.015440000000000001 -0.15445999999999996 0.15737500000000001 -0.068669999999999995 -0.10594499999999998 -0.10023999999999998 0.078065000000000009 -0.047019999999999999 -0.096849999999999978 -0.26194999999999996 0.10312 -0.014129999999999998 -0.045759999999999988 0.086945000000000008 0.42642000000000008 -0.087404999999999997 -1.0000000180025095e-35 0.0015850000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 4 -1 6 7 -6 -3 17 11 12 -10 14 -13 -8 -4 -2 -19 -20 -15
right_child=9 2 16 -5 5 -7 15 -9 10 -11 -12 13 -14 20 -16 -17 -18 18 19 -21 -22
leaf_value=0.00071732677638876091 0.00021964906388843587 0.00051350004713111147 0.00090475501990366274 0.00033813828289009458 0.00041976684013649045 0.00066506114815097672 0.00042297732200803233 0.00067264473597219965 0.00070309034834094232 0.00047928459414024228 0.0005010612171580935 0.00072068127312809906 0.00050654810806603496 0.0006483779676536162 0.00066160750741470979 0.00023331651226923529 0.00075250027423633299 0.00044097396889683694 0.00031969486859241184 0.00016579989234985127 0.00057376183771630333
leaf_weight=102 91 73 88 64 100 93 57 93 85 56 53 873 95 121 523 55 83 75 53 53 79
leaf_count=102 91 73 88 64 100 93 57 93 85 56 53 873 95 121 523 55 83 75 53 53 79
internal_value=0 0.000649092 0.000681754 0.000528981 0.000553338 0.000511222 0.000464198 0.000541802 0.000668312 0.000322479 0.000674472 0.000679627 0.000599555 0.000688635 0.000698575 0.000330155 0.00083106 0.000290066 0.000325275 0.00024308 0.000619081
internal_weight=0 2637 2073 564 500 398 305 193 1902 328 1829 1776 180 1596 1396 112 171 272 181 106 200
internal_count=2965 2637 2073 564 500 398 305 193 1902 328 1829 1776 180 1596 1396 112 171 272 181 106 200
is_linear=0
shrinkage=0.0032998


Tree=7637
num_leaves=16
num_cat=0
split_feature=3 43 12 48 48 3 52 49 2 3 3 151 482 1203 1203
split_gain=0.163947 0.0998458 0.103019 0.133318 0.14733 0.18228 0.088515 0.110454 0.0963893 0.0719 0.0944808 0.0723992 0.0628613 0.0574654 0.066395
threshold=0.3148450000000001 -0.50775499999999985 0.085945000000000008 -0.088899999999999993 -0.024949999999999996 -0.10067 -0.087329999999999991 -0.012224999999999998 0.079770000000000021 -0.14884499999999998 -0.17010999999999998 -0.08323499999999999 0.091190000000000007 0.088310000000000013 0.083875000000000019
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 7 -7 -8 10 -4 -11 13 14 -13
right_child=-2 2 9 4 5 6 8 -9 -10 11 -12 12 -14 -15 -16
leaf_value=0.010804931485372262 -0.0033079389993989814 0.010335129092816489 0.0042739139699054908 -0.00634402151296465 -0.0043904479112062481 0.012595247593490656 -0.0016278116343065733 0.0038946460480931448 0.003227036514740603 0.0093398337663445491 0.012902794532266589 0.0041477792456963789 -0.00062528817339440245 -0.00025506266143823119 0.010313811532682399
leaf_weight=56 96 57 84 57 100 56 144 162 583 72 64 1220 83 79 52
leaf_count=56 96 57 84 57 100 56 144 162 583 72 64 1220 83 79 52
internal_value=0 0.00375244 0.0036114 0.00239143 0.00197892 0.00243462 0.00315875 0.0061379 0.00226294 0.00446518 0.00801746 0.00411489 0.0038513 0.00412765 0.00440126
internal_weight=0 2869 2813 1159 1102 1045 945 218 727 1654 148 1506 1434 1351 1272
internal_count=2965 2869 2813 1159 1102 1045 945 218 727 1654 148 1506 1434 1351 1272
is_linear=0
shrinkage=0.16829


Tree=7638
num_leaves=21
num_cat=0
split_feature=4 1 3 3 15 2 11 0 1 3 4 4 11 47 15 43 15 12 1 2
split_gain=15.5831 4.44505 1.39784 0.852376 0.830555 0.757281 0.636739 0.728669 0.533736 0.466159 0.44518 0.431625 0.302347 0.296933 0.571599 0.193219 0.22609 0.186866 0.13773 0.0960797
threshold=0.31392000000000003 0.10398500000000001 -0.069049999999999986 0.088880000000000015 -0.43091499999999999 0.14132000000000003 1.0000000180025095e-35 0.048825000000000007 0.096315000000000026 -0.13827999999999999 -0.15283499999999997 0.51326500000000019 0.084110000000000004 0.09023500000000001 0.015700000000000002 0.0044550000000000006 0.083340000000000011 0.083985000000000018 0.11253000000000001 0.12860500000000002
decision_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 18 6 11 13 7 8 15 -6 -5 -2 -8 14 -4 17 -17 -1 -3 -11
right_child=4 2 5 10 9 -7 12 -9 -10 19 -12 -13 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.0014393950069046292 0.00089695102720785587 0.0013059686011493465 0.00064233990766090706 0.0012885025403145242 0.00058061117358908145 0.00043024126711088906 0.0017048690399728919 0.00098885465298952742 0.0010854459664444867 0.00029722178144398777 0.00089134012139719635 0.00052968588972709138 0.0013885876919697846 0.0010768679257480869 0.0010754455226566861 0.0011480453687610075 0.0013277737842994975 0.0013373181731506467 0.0010945484479490575 0.00010429587436424479
leaf_weight=246 54 68 94 52 52 52 68 74 98 58 78 101 68 59 52 120 231 1210 74 56
leaf_count=246 54 68 94 52 52 52 68 74 98 58 78 101 68 59 52 120 231 1210 74 56
internal_value=0 0.00125405 0.000932806 0.00131112 0.000483943 0.000787224 0.00132713 0.001312 0.00132454 0.000321335 0.00105048 0.000657864 0.00154699 0.000877604 0.000796838 0.00133748 0.00126643 0.00135459 0.00119604 0.00020276
internal_weight=0 2644 399 2245 321 257 2115 1979 1905 166 130 155 136 205 146 1807 351 1456 142 114
internal_count=2965 2644 399 2245 321 257 2115 1979 1905 166 130 155 136 205 146 1807 351 1456 142 114
is_linear=0
shrinkage=0.0032998


Tree=7639
num_leaves=13
num_cat=0
split_feature=1374 4 448 51 39 43 1453 471 4 159 4 0
split_gain=0.109951 0.105452 0.0879323 0.0760575 0.0975117 0.148054 0.10314 0.0839696 0.0744727 0.145812 0.15658 0.0589261
threshold=-0.094679999999999986 0.27998000000000006 -0.076874999999999985 -0.40775499999999992 0.099350000000000008 -0.50360999999999989 -0.077554999999999985 0.090940000000000007 0.42642000000000008 0.10516000000000002 0.51367000000000018 -0.14385499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 -5 -7 -8 11 10 -10 -3
right_child=1 8 3 4 -6 6 7 -9 9 -11 -12 -13
leaf_value=-0.003805817005996867 0.010474909873053754 -0.0055196584561208175 0.0086797481652254437 0.012512606121208617 -0.0023194212521769936 0.010111165939675221 0.0035821017918177644 0.010201362613198659 0.0011465901074105172 -0.0033828225574846107 0.012473274262264921 0.0019722832258684065
leaf_weight=52 65 67 103 59 67 75 2160 56 79 67 62 53
leaf_count=52 65 67 103 59 67 75 2160 56 79 67 62 53
internal_value=0 0.00398409 0.00434502 0.00418619 0.00399396 0.00417472 0.00395921 0.00375019 0.00113411 0.00306382 0.00613986 -0.00219575
internal_weight=0 2913 2585 2520 2417 2350 2291 2216 328 208 141 120
internal_count=2965 2913 2585 2520 2417 2350 2291 2216 328 208 141 120
is_linear=0
shrinkage=0.16829


Tree=7640
num_leaves=19
num_cat=0
split_feature=1 1 12 47 124 12 10 14 16 12 12 50 1 132 12 52 124 15
split_gain=12.8554 2.45575 0.991348 0.766057 0.544042 0.514645 0.428892 0.405729 0.479309 0.365149 0.338136 0.292911 0.220742 0.208072 0.270067 0.238428 0.166371 0.0610263
threshold=0.10749500000000002 0.12448500000000001 0.085075000000000026 0.11170500000000001 -0.080429999999999988 0.11697000000000002 -0.063134999999999983 0.073890000000000011 -0.5103049999999999 -0.053404999999999987 0.098785000000000012 -1.0000000180025095e-35 0.094385000000000011 0.080815000000000012 0.090455000000000021 -0.0031999999999999993 -0.064554999999999987 -0.10114499999999998
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 6 12 7 -3 8 -6 -8 -4 -10 -1 14 -13 -15 -2 -18
right_child=1 3 10 -5 5 -7 9 -9 11 -11 -12 13 -14 15 -16 -17 17 -19
leaf_value=0.0008220879259079407 0.00024840935840839091 -0.00019546660050315243 0.00093820299522194203 0.00049626121118617034 0.00059417460212956262 0.00064220700751726285 1.2304610933965129e-07 0.0011393417339718467 0.00068550926815867923 0.00030236664351113396 0.00059697576903189841 0.00096455290498373978 0.00051929799286281665 0.00064635372102168551 0.00087974810175380619 0.00090818133977906359 0.00054911678574139815 0.0003963024115129554
leaf_weight=52 56 57 69 52 52 77 99 88 59 78 60 1165 55 62 652 103 56 64
leaf_count=52 56 57 69 52 52 77 99 88 59 78 60 1165 55 62 652 103 56 64
internal_value=0 0.000353725 0.000559739 0.000133902 0.000897927 0.000908865 5.32273e-05 0.000918263 0.000908951 0.000133514 0.000779766 0.000916954 0.000666778 0.000923826 0.000934142 0.000810011 0.000398269 0.000467909
internal_weight=0 591 305 286 2365 2258 234 2181 2093 177 129 2041 107 1982 1817 165 176 120
internal_count=2956 591 305 286 2365 2258 234 2181 2093 177 129 2041 107 1982 1817 165 176 120
is_linear=0
shrinkage=0.0032998


Tree=7641
num_leaves=20
num_cat=0
split_feature=1 2 52 2 13 14 52 123 3 2 3 48 2 2 2 13 3 1 51
split_gain=6.36246 1.90113 0.559532 0.47718 0.573929 0.443154 0.411519 0.404019 0.367866 0.245767 0.316585 0.233965 0.209099 0.175353 0.127132 0.105398 0.0887774 0.0914504 0.0141783
threshold=0.12419000000000001 0.10859000000000001 -0.26876499999999998 0.14808000000000002 -1.0000000180025095e-35 0.073890000000000011 0.0030150000000000008 1.0000000180025095e-35 0.10402500000000002 0.097005000000000022 -0.12711499999999995 0.082425000000000012 0.11585500000000001 0.10325000000000002 0.082165000000000016 -0.085784999999999986 0.110335 0.10442000000000001 -0.17871499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 18 4 15 7 16 8 9 10 -1 13 -8 -11 -12 -2 17 -4 -3
right_child=3 2 6 -5 -6 -7 12 -9 -10 11 14 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00068532501892669905 0.00034280755553066182 0.00078233704293898801 0.00060883911406727647 0.00010911838863034237 0.00061447563182578826 0.0010757817608058244 0.00083194377591020927 0.00064449219276778154 0.00059058763700099975 0.00074056857861640223 0.00093498093035741824 0.0005865196215980549 0.00057436870956847127 0.00093777576460861586 0.00087088224054616178 0.00014360165395937161 0.00033645927927920951 0.00043048375467686322 0.00087068085152370851
leaf_weight=87 63 54 52 93 79 99 63 102 55 119 519 59 79 88 1096 55 53 86 55
leaf_count=87 63 54 52 93 79 99 63 102 55 119 519 59 79 88 1096 55 53 86 55
internal_value=0 0.00081932 0.000621371 0.000304456 0.000396492 0.000858645 0.00055388 0.000848512 0.000858782 0.000866259 0.000880985 0.000771906 0.000688893 0.000824576 0.000891503 0.000250256 0.00045332 0.000497945 0.000827237
internal_weight=0 2666 442 290 197 2224 333 2125 2023 1968 1702 266 142 207 1615 118 191 138 109
internal_count=2956 2666 442 290 197 2224 333 2125 2023 1968 1702 266 142 207 1615 118 191 138 109
is_linear=0
shrinkage=0.0032998


Tree=7642
num_leaves=18
num_cat=0
split_feature=1 52 1 4 2 124 12 14 10 39 4 0 2 4 0 1 1
split_gain=22.5535 4.22834 1.78158 1.55282 1.21885 1.1019 1.10143 0.720785 0.592263 0.707277 0.486639 0.644214 0.479483 0.3722 0.214746 0.189848 0.141208
threshold=0.10557500000000002 -0.40891499999999997 0.12448500000000001 0.27120500000000008 0.13084500000000002 -0.080429999999999988 0.088325000000000015 0.073890000000000011 -0.063134999999999983 0.087620000000000017 -0.50139499999999992 -0.029849999999999998 0.092320000000000013 0.070065000000000016 -0.15445999999999996 0.13973000000000005 0.11189500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 4 5 -1 14 10 -4 15 -7 12 -12 -8 -3 -10 -16
right_child=1 2 8 -5 -6 7 13 -9 9 -11 11 -13 -14 -15 16 -17 -18
leaf_value=0.001152852603781572 0.0015890976818855305 0.00090544056740337101 0.00021907272730283748 0.00094736168345282751 0.0010041392342866908 0.0017334821793927192 0.0013336261196240037 0.0018126186837696633 0.00062637633638815159 0.00037942281000193995 0.0015431823665676208 0.0011920031096248128 0.0014220861887420341 0.00093863070907908948 0.0005288998864163856 0.0009016060186731468 0.00074081519967526181
leaf_weight=92 64 53 63 58 54 103 54 91 56 98 1343 73 498 52 58 56 90
leaf_count=92 64 53 63 58 54 103 54 91 56 98 1343 73 498 52 58 56 90
internal_value=0 0.000783748 0.000694821 0.00148213 0.00149588 0.00150793 0.000867438 0.00152341 0.000500578 0.000584861 0.00151034 0.00149832 0.00151044 0.00114019 0.000723425 0.000764306 0.000658005
internal_weight=0 644 580 2312 2254 2200 307 2108 273 210 2017 1914 1841 106 201 112 148
internal_count=2956 644 580 2312 2254 2200 307 2108 273 210 2017 1914 1841 106 201 112 148
is_linear=0
shrinkage=0.0032998


Tree=7643
num_leaves=33
num_cat=0
split_feature=1 2 12 2 4 1 2 15 156 1 41 2 1 1 12 12 1 3 3 12 133 13 2 483 3 1455 15 15 13 133 4 12
split_gain=21.3208 3.74272 3.11245 1.82802 1.26261 1.13687 0.786208 0.593026 0.514447 0.564365 0.381572 0.377329 0.359131 0.343398 0.27789 0.247498 0.216413 0.1958 0.173517 0.146098 0.189343 0.130988 0.130128 0.102292 0.0879661 0.0793747 0.0725373 0.14965 0.0550716 0.0443379 0.0220269 0.0114019
threshold=0.10575500000000002 0.14290000000000003 0.085075000000000026 0.097005000000000022 0.27020000000000005 0.090195000000000011 -0.0050599999999999994 -0.077474999999999988 1.0000000180025095e-35 0.094775000000000012 0.080510000000000012 0.12623500000000001 0.12019000000000001 0.117245 0.090285000000000018 0.088825000000000015 0.11477000000000001 -0.0005399999999999999 -0.10175499999999998 0.092085000000000014 0.056015000000000002 -0.081299999999999983 0.087325000000000014 0.093585000000000015 -0.094334999999999988 0.08530500000000002 -0.075094999999999981 0.10995500000000001 -0.071564999999999976 0.0029250000000000005 0.38865500000000003 0.09696500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 5 13 10 -7 12 9 11 14 19 30 -4 18 -8 -9 -3 -1 20 -5 -14 -16 25 -24 -20 -21 -28 -17 -26 -2 -30
right_child=1 17 4 8 -6 6 15 16 -10 -11 -12 -13 21 -15 22 28 -18 -19 23 26 -22 -23 24 -25 29 -27 27 -29 31 -31 -32 -33
leaf_value=0.0016783965778826692 0.00063361895278285659 0.0003561863572703338 0.0014941506597146814 0.0012545379539268661 0.00073412360702547897 0.00090887310083704752 0.0011508721474830094 0.00069138693292286179 0.0014647968977555875 0.00094278733425988133 0.001763851744489695 0.0010043064193748011 0.00054113719644645526 0.0011639732123340965 0.0012533778996846915 0.0014647499092124091 0.00099073414974430512 8.878739824322109e-05 0.0015147535081780085 0.0013339233036014652 0.0015252435004087764 0.00031425727647579394 0.0015355186113132746 0.0013527631114415464 0.0013266045628215946 0.0013861832962828438 0.0011236179697657954 0.0013398940617720975 0.0013013083907173332 0.0014391448361722851 0.00073840951577638296 0.0013914040437175213
leaf_weight=65 52 52 74 61 52 54 56 52 94 81 56 61 52 67 61 96 56 71 861 68 57 62 68 55 82 63 106 56 53 104 53 55
leaf_count=65 52 52 74 61 52 54 56 52 94 81 56 61 52 67 61 96 56 71 861 68 57 62 68 55 82 63 106 56 53 104 53 55
internal_value=0 0.000720134 0.000842596 0.00139954 0.00117512 0.00145357 0.00127319 0.000646227 0.00123951 0.00119622 0.00149358 0.00124633 0.00054709 0.00133751 0.00148241 0.00134872 0.00084693 0.000202121 0.00150875 0.00128865 0.0013856 0.000418055 0.00139501 0.00149745 0.00142889 0.00150603 0.00123876 0.0011986 0.00140286 0.00138972 0.000686849 0.00134752
internal_weight=0 643 520 2313 193 1729 314 327 584 490 1415 409 219 141 1359 260 108 123 1044 348 118 114 315 979 254 924 230 162 204 186 105 108
internal_count=2956 643 520 2313 193 1729 314 327 584 490 1415 409 219 141 1359 260 108 123 1044 348 118 114 315 979 254 924 230 162 204 186 105 108
is_linear=0
shrinkage=0.0032998


Tree=7644
num_leaves=18
num_cat=0
split_feature=4 12 0 48 15 14 1425 0 402 133 401 403 1210 47 160 401 15
split_gain=0.242444 0.161279 0.134071 0.119353 0.0995651 0.140821 0.0679932 0.0894632 0.128977 0.132102 0.114541 0.110177 0.0985149 0.0877986 0.0755882 0.0487868 0.0480759
threshold=0.27258000000000004 0.099170000000000022 -0.23043999999999995 -0.088899999999999993 -0.26361999999999991 -0.45687499999999998 0.082985000000000017 -0.07106999999999998 -0.086814999999999989 -0.0029049999999999996 0.080710000000000018 -0.012634999999999999 -0.048324999999999993 0.077065000000000008 -0.070644999999999986 0.094540000000000013 -0.46772999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 -4 5 -2 7 10 -9 -10 12 -12 -5 -14 -11 -13 -7
right_child=1 -3 3 6 -6 16 -8 8 9 14 11 15 13 -15 -16 -17 -18
leaf_value=0.014872674305554388 0.0090671786442839374 -0.005708781816414191 0.014444273829313179 0.01156537982404318 0.0081107506130079256 0.0017278742572252844 0.012547513250901112 -0.0022500700751061135 -0.00028902541932188569 0.011522518214591878 0.017465121713628916 0.012511437045809008 0.0056097198295888854 0.0092392313867565613 0.0056616706635897029 0.0060570844174885619 -0.0044463215097936158
leaf_weight=58 52 61 55 102 100 76 52 69 93 76 52 53 1304 223 369 94 67
leaf_count=58 52 61 55 102 100 76 52 69 93 76 52 53 1304 223 369 94 67
internal_value=0 0.00215659 0.00684707 0.00666324 0.00378908 0.00156363 0.00649044 0.00636036 0.00458145 0.00546095 0.00695007 0.0107751 0.0064817 0.00614094 0.00666666 0.00839639 -0.00115237
internal_weight=0 356 2600 2542 295 195 2487 2435 607 538 1828 199 1629 1527 445 147 143
internal_count=2956 356 2600 2542 295 195 2487 2435 607 538 1828 199 1629 1527 445 147 143
is_linear=0
shrinkage=0.16829


Tree=7645
num_leaves=27
num_cat=0
split_feature=12 2 3 15 150 2 16 12 15 2 3 3 474 402 3 15 42 12 43 42 16 160 2 15 52 16
split_gain=4.6225 1.78174 1.45057 0.886495 0.90739 0.761493 0.62798 0.565593 0.305376 0.287312 0.372244 0.221636 0.202873 0.185756 0.20084 0.184847 0.179685 0.285197 0.152375 0.145672 0.141741 0.134001 0.118196 0.106067 0.0803039 0.0463788
threshold=0.056995000000000011 0.13447000000000003 0.28833000000000003 -0.40166999999999992 -0.07009 -0.0098549999999999974 -0.52541999999999989 0.097910000000000011 0.062230000000000008 0.099965000000000012 -0.011259999999999997 -0.16100499999999998 0.090785000000000018 -0.086814999999999989 -0.089364999999999986 -0.035654999999999992 -1.0000000180025095e-35 0.108115 -0.14239499999999997 0.079890000000000017 -0.08267999999999999 -1.0000000180025095e-35 0.097005000000000022 0.095330000000000012 -1.0000000180025095e-35 -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
left_child=2 7 3 21 -5 -6 -7 11 16 15 -11 -2 13 14 -13 -8 24 -18 -15 23 -4 -1 -20 -10 -9 -16
right_child=1 -3 20 4 5 6 9 8 19 10 -12 12 -14 18 25 -17 17 -19 22 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00047376685170512323 0.0010878213074431886 0.00034688466430621268 0.00032284368602400454 0.00028241179135911972 0.00042416135583115501 0.00044379750916843003 0.0010139239420995135 0.00088456308474518504 0.00090329250232958752 0.00051142453591239759 0.00083916621549955312 0.00063830371373436187 0.00071509888113291907 0.00076621615245422081 0.00095285663334933085 0.0008037507406450442 0.00072920628676405839 0.00042844995705969822 0.00093026952219363377 0.0010008164952023436 9.4237211411983622e-05 0.0002540273632673198 0.00082228103320828292 0.00068848761266679186 0.00071187649270835031 0.00081703482293003467
leaf_weight=61 65 74 70 58 80 54 101 55 53 58 112 60 72 78 52 88 92 56 1143 64 52 62 129 52 72 75
leaf_count=61 65 74 70 58 80 54 101 55 53 58 112 60 72 78 52 88 92 56 1143 64 52 62 129 52 72 75
internal_value=0 0.00085099 0.000557242 0.000617203 0.00067382 0.000719797 0.000776977 0.000868586 0.000763346 0.000826995 0.000727556 0.000896478 0.000888726 0.000896837 0.000797833 0.000916252 0.00069488 0.000615645 0.000910524 0.000874548 0.000225694 0.00036329 0.000919346 0.000797248 0.000786939 0.000872924
internal_weight=0 2192 796 674 551 493 413 2118 444 359 170 1674 1609 1537 187 189 275 148 1350 169 122 123 1272 105 127 127
internal_count=2988 2192 796 674 551 493 413 2118 444 359 170 1674 1609 1537 187 189 275 148 1350 169 122 123 1272 105 127 127
is_linear=0
shrinkage=0.0032998


Tree=7646
num_leaves=26
num_cat=0
split_feature=3 12 2 2 2 12 52 11 52 2 16 14 49 157 157 43 16 49 3 43 40 42 16 43 52
split_gain=7.63361 3.71634 1.91471 1.02247 1.09978 0.612 0.596473 0.475961 0.378007 0.566417 0.2944 0.273668 0.265727 0.214378 0.252398 0.227732 0.146227 0.145689 0.135541 0.133045 0.125673 0.125009 0.0793399 0.0728302 0.036398
threshold=0.28833000000000003 0.056995000000000011 0.13447000000000003 0.10859000000000001 -0.0098549999999999974 0.097910000000000011 -0.092084999999999986 0.087830000000000005 0.048245000000000003 0.092250000000000013 -0.011694999999999999 0.076450000000000004 0.065470000000000014 -0.055684999999999991 -0.082259999999999986 -0.14239499999999997 -0.072649999999999978 -0.0061499999999999992 -0.11749 -0.077224999999999988 -0.025204999999999995 0.086510000000000017 -0.08267999999999999 -0.075739999999999988 -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 3 5 4 10 11 -6 16 9 -8 -1 13 17 14 21 -15 23 -5 -17 -18 -19 -3 -2 -7 -21
right_child=22 2 -4 12 6 7 8 -9 -10 -11 -12 -13 -14 15 -16 18 19 20 -20 24 -22 -23 -24 -25 -26
leaf_value=0.00056599374808952228 0.00038155363643172039 0.0012821423553450056 0.00066401210470126227 0.000803200117286718 0.0013461700494278442 0.0011375094739577061 0.0011138523460579241 0.00083454870150667659 0.0012177618132833718 0.00071351209283697641 0.00090003109636704643 0.0014810856633055776 0.00091456044635591037 0.0010934783974216513 0.00097132587172197085 0.0014231885137836755 0.0012352007774158124 0.00071099556340566367 0.0012603514968410002 0.0011117661262913133 0.00047809482466264284 0.0010872587898706342 0.00021265665694507845 0.0012886688002192762 0.0010018707949591289
leaf_weight=56 75 111 70 59 89 63 86 60 77 71 61 55 71 90 66 62 58 52 1232 65 52 58 53 99 97
leaf_count=56 75 111 70 59 89 63 86 60 77 71 61 55 71 90 66 62 58 52 1232 65 52 58 53 99 97
internal_value=0 0.00113595 0.00120205 0.000921509 0.00101546 0.00121984 0.00111496 0.00110991 0.00102688 0.000933031 0.000740451 0.00124884 0.000744705 0.00124093 0.00114705 0.00125685 0.00115306 0.000670503 0.00126818 0.00109617 0.000594884 0.00121547 0.000311895 0.0012301 0.00104618
internal_weight=0 2860 2186 674 440 2116 323 442 234 157 117 1674 234 1619 235 1384 382 163 1294 220 104 169 128 162 162
internal_count=2988 2860 2186 674 440 2116 323 442 234 157 117 1674 234 1619 235 1384 382 163 1294 220 104 169 128 162 162
is_linear=0
shrinkage=0.0032998


Tree=7647
num_leaves=17
num_cat=0
split_feature=3 157 157 159 133 42 30 149 151 34 133 3 157 123 16 13
split_gain=0.336424 0.167786 0.183046 0.170553 0.17163 0.170213 0.15603 0.148142 0.134081 0.123078 0.111169 0.270173 0.0885385 0.0783096 0.0610637 0.0593188
threshold=0.28833000000000003 -0.049344999999999993 -0.082259999999999986 0.10323000000000002 0.062925000000000009 0.087765000000000024 0.086220000000000019 0.079475000000000004 0.082375000000000018 -0.023104999999999997 -0.0063799999999999994 -0.096099999999999977 -0.086319999999999994 0.084660000000000013 -0.011849999999999998 -0.43902499999999994
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 12 7 8 9 -3 11 -11 14 -12 -1 -2
right_child=15 6 3 -5 -6 -7 -8 -9 -10 10 13 -13 -14 -15 -16 -17
leaf_value=0.010825723731187883 -0.0056159620988661639 0.015400714322706253 -0.010337611269653506 0.0069873934906754453 0.0027514294001619358 -0.0009411939307255679 -0.0016216503321683073 0.016410892859853633 -0.00052481786122706559 -0.00080847202777610322 0.0067813812002408573 0.010098575788767918 0.015080595207616253 0.001551927478722922 0.0034481457311713957 0.0016146945118421083
leaf_weight=59 65 55 62 56 52 63 54 52 60 71 1412 654 52 87 71 63
leaf_count=59 65 55 62 56 52 63 54 52 60 71 1412 654 52 87 71 63
internal_value=0 0.00676496 0.00362762 -0.000605708 -0.00435141 0.00657236 0.00729674 0.00749891 0.00730002 0.00750681 0.00731079 0.00902796 0.00918308 0.00647907 0.00681025 -0.00204309
internal_weight=0 2860 415 170 114 245 2445 2391 2339 2279 2224 725 182 1499 130 128
internal_count=2988 2860 415 170 114 245 2445 2391 2339 2279 2224 725 182 1499 130 128
is_linear=0
shrinkage=0.16829


Tree=7648
num_leaves=32
num_cat=0
split_feature=1 3 4 4 150 4 3 16 12 16 12 42 3 49 47 133 1456 12 1210 16 39 16 16 1 42 12 133 16 3 3 49
split_gain=6.58007 1.12635 0.849134 0.508144 0.602402 0.405148 0.292449 0.228112 0.296321 0.427512 0.261585 0.23175 0.214772 0.206952 0.205997 0.174737 0.161789 0.146678 0.140257 0.131118 0.127824 0.121434 0.186762 0.0945601 0.0934299 0.0685528 0.0540844 0.0546399 0.0495606 0.04764 0.0772058
threshold=0.10557500000000002 -0.053364999999999996 -0.065239999999999979 0.008570000000000003 0.08882000000000001 0.42118000000000005 0.30863500000000005 -0.088604999999999975 1.0000000180025095e-35 0.15273500000000004 0.086815000000000017 0.10418500000000001 -0.012504999999999997 -0.081489999999999993 0.09023500000000001 0.40408500000000008 -0.067074999999999982 -0.042789999999999988 -0.059899999999999995 -0.0096749999999999978 0.088025000000000006 -1.0000000180025095e-35 -0.079519999999999993 0.11392000000000001 -0.0070449999999999992 0.10184000000000001 -0.14820499999999998 -0.092694999999999986 -0.082439999999999986 -0.080409999999999995 0.087485000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 -3 7 16 23 14 10 9 12 28 13 -9 -10 19 -13 -5 -8 24 20 -4 22 29 -2 -15 -20 -12 -28 -1 -18 -31
right_child=1 2 6 4 -6 -7 17 8 11 -11 26 15 -14 18 -16 -17 21 -19 25 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 30 -32
leaf_value=0.00096566079790193628 0.00083335799176528032 0.00075812714976865769 0.00050453131159778047 0.00095747030683811045 0.00040321842582147525 0.0003999686781167637 0.00028005605663761581 0.00046940463232846247 0.00067302214984883951 0.00094386113524489454 0.00094984276736845773 0.00058150805957653208 0.00073491021532751566 0.00086534193192793884 0.00053544359108454874 0.00082933126526284369 0.0008548340970038731 3.4745813539149574e-05 0.00090962393445628018 0.00019771100374154686 0.00029019330432909389 0.00086904270480105768 0.00054618191706266059 0.00066917792254955831 0.00066992388100795745 0.00081906913006510361 0.00075525514604018291 0.00089016446407513741 0.0010966995027145874 0.00064428138202218019 0.00081672942501467523
leaf_weight=58 67 52 52 52 52 52 55 58 52 69 61 52 81 61 61 82 54 52 967 69 76 79 55 100 52 110 68 76 93 60 60
leaf_count=58 67 52 52 52 52 52 55 58 52 69 61 52 81 61 61 82 54 52 967 69 76 79 55 100 52 110 68 76 93 60 60
internal_value=0 0.000463986 0.000363161 0.000842436 0.00073661 0.000655806 0.000306796 0.000864892 0.000847704 0.000730529 0.000941271 0.000865391 0.000624377 0.000879601 0.000367055 0.000733424 0.000784669 0.000161169 0.000888598 0.000314735 0.000377543 0.00075538 0.000716015 0.000735258 0.000775727 0.000900408 0.000863516 0.000826702 0.0010466 0.000769495 0.000730799
internal_weight=0 636 417 2352 412 219 365 1940 1584 208 356 1376 139 1242 258 134 360 107 1190 197 128 308 229 167 113 1077 205 144 151 174 120
internal_count=2988 636 417 2352 412 219 365 1940 1584 208 356 1376 139 1242 258 134 360 107 1190 197 128 308 229 167 113 1077 205 144 151 174 120
is_linear=0
shrinkage=0.0032998


Tree=7649
num_leaves=33
num_cat=0
split_feature=1 52 10 1 12 12 39 47 51 475 52 1 47 47 51 1 50 16 159 1 52 1 16 12 43 16 133 157 16 43 133 1
split_gain=4.60411 1.06938 0.596167 0.392607 0.605144 0.427042 0.366869 0.370577 0.253755 0.241265 0.229578 0.206245 0.195834 0.225775 0.201164 0.149287 0.147587 0.131965 0.125653 0.160391 0.120208 0.12011 0.0931024 0.0901326 0.0878769 0.0646185 0.0551082 0.0497651 0.0495706 0.0325506 0.0313517 0.0289263
threshold=0.10557500000000002 -0.24841999999999997 1.0000000180025095e-35 0.092845000000000025 0.023990000000000004 0.092755000000000018 0.089030000000000012 0.085585000000000008 0.11178000000000002 -0.080379999999999993 -0.022529999999999998 0.121715 0.078660000000000022 0.09550500000000002 0.08482000000000002 0.099355000000000013 0.081580000000000014 -0.021179999999999997 0.10194000000000002 0.089875000000000024 0.06136500000000001 0.13300500000000001 -0.041434999999999993 0.098180000000000003 -0.082024999999999987 0.0030150000000000008 0.10599500000000002 -0.084489999999999996 -0.076589999999999978 -0.077614999999999976 0.024980000000000006 0.14132000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 5 15 9 7 11 20 10 24 17 14 -14 18 -5 -16 -3 19 -11 26 -8 30 25 -1 -6 28 -12 -7 -30 -22 -13
right_child=1 2 -4 4 23 8 21 -9 -10 12 27 31 13 -15 16 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 29 -31 -32 -33
leaf_value=0.00044754567919435363 0.00075611561902067935 0.00051807492296723952 1.0615198598012577e-05 0.00030438240314218816 0.00070151761168343548 0.00056809882719472847 0.00032091373115092906 0.00060783589994227113 0.00043084188973148521 0.00077375317890597669 0.00083594172801578837 0.0002094514488401287 0.0010649462799833453 0.00077595643587940815 0.00054037407826395851 0.00052830718620576402 0.00076068254018175929 0.00031124271273057441 0.00064140369637059576 0.00096358895280822124 0.0008380863527061948 0.00012568734699124957 0.00061952483388292038 0.00061044836382870499 0.00063955149627294595 0.00085560461775990187 0.00055348588484881232 0.00068734630392512251 0.00063828607900467764 0.00075477135505539427 0.00073346849034182902 0.00031669732196173359
leaf_weight=55 77 101 54 59 71 52 76 96 55 882 52 59 52 72 77 75 61 52 75 53 56 64 66 58 53 58 93 56 61 58 102 57
leaf_count=55 77 101 54 59 71 52 76 96 55 882 52 59 52 72 77 75 61 52 75 53 56 64 66 58 53 58 93 56 61 58 102 57
internal_value=0 0.000391165 0.000340832 0.000707757 0.00059988 0.000724789 0.000376073 0.000431268 0.00064513 0.000753835 0.000650821 0.000368124 0.0007713 0.00089743 0.000757646 0.000429976 0.000638012 0.000448009 0.000773957 0.000784552 0.000669209 0.000231919 0.000726365 0.00072144 0.000542097 0.00077107 0.00062058 0.000759218 0.000656864 0.000695356 0.000770771 0.000262454
internal_weight=0 636 559 2352 321 2031 505 365 543 1488 216 269 1272 124 1148 134 138 153 1010 935 488 140 224 187 108 129 264 108 171 119 158 116
internal_count=2988 636 559 2352 321 2031 505 365 543 1488 216 269 1272 124 1148 134 138 153 1010 935 488 140 224 187 108 129 264 108 171 119 158 116
is_linear=0
shrinkage=0.0032998


Tree=7650
num_leaves=12
num_cat=0
split_feature=3 4 1454 3 48 10 1455 124 1455 16 43
split_gain=0.487728 0.287082 0.146083 0.124826 0.237827 0.137248 0.127788 0.144557 0.115993 0.0989907 0.111358
threshold=0.31351000000000001 0.31392000000000003 0.077140000000000014 0.12745000000000004 0.12036500000000001 -0.010699999999999999 0.08530500000000002 -0.086289999999999992 0.084775000000000017 -0.42170999999999997 -0.049999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -4 10 -3
right_child=-2 9 8 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.01524391388090344 -0.0051584285903870314 -0.0013188340349728005 0.017615926743371792 0.013883040396729817 -0.0040720840980073897 -0.00066441671612520799 3.6292681011814328e-05 0.0071945013110072649 0.0078144846384356047 -0.0028832592560393911 0.0075821445183539863
leaf_weight=55 103 68 66 70 57 68 79 2116 73 99 95
leaf_count=55 103 68 66 70 57 68 79 2116 73 99 95
internal_value=0 0.00662026 0.00715862 0.00685528 0.00664739 0.00691176 0.00670846 0.00694899 0.0124813 0.00130377 0.00385783
internal_weight=0 2846 2584 2445 2375 2318 2263 2184 139 262 163
internal_count=2949 2846 2584 2445 2375 2318 2263 2184 139 262 163
is_linear=0
shrinkage=0.16829


Tree=7651
num_leaves=22
num_cat=0
split_feature=13 123 16 14 52 43 0 43 0 14 16 52 39 0 0 43 16 13 16 0 11
split_gain=6.49056 5.2114 2.4497 2.17926 1.59519 0.888979 0.574616 0.650063 0.575563 1.24327 0.568598 0.589811 0.492065 0.463304 0.358362 0.351307 0.304845 0.267958 0.1786 0.146695 0.138666
threshold=-0.17030499999999998 0.081180000000000016 -0.38959499999999997 -0.24312999999999999 0.008405000000000001 0.086765000000000023 -0.029849999999999998 -0.0044999999999999997 -0.10594499999999998 0.020750000000000005 0.0077850000000000011 -0.23047999999999999 0.095830000000000012 -0.14920999999999998 -0.17862999999999998 -0.078169999999999976 -1.0000000180025095e-35 -0.011809999999999999 -0.087484999999999993 -0.11327499999999999 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=5 2 4 -4 14 18 8 -8 9 13 16 -12 15 -5 -2 17 -10 -3 -1 -6 -9
right_child=1 12 3 6 19 -7 7 20 10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=9.7317574521236117e-05 0.00036602931112376719 0.0007262872384915691 0.0004826704143435756 0.001014158164050343 0.0012278206073564465 0.00074720777640427979 0.00074555889023032588 0.0010333770290049753 0.0012209481747690223 0.001378161982160786 0.0012038096882090992 0.00094182838192631926 0.00032655114552125516 0.0006379304217841948 0.00071017203641042829 0.00090566280983943174 0.0014250484514402176 0.00040682816320466428 0.0003623691088273244 0.00097988142491370767 0.0012516217721529708
leaf_weight=53 57 64 52 81 54 56 72 71 1360 72 217 168 56 65 80 54 87 53 59 55 63
leaf_count=53 57 64 52 81 54 56 72 71 1360 72 217 168 56 65 80 54 87 53 59 55 63
internal_value=0 0.0010757 0.0011183 0.0011517 0.000804792 0.000407451 0.0011671 0.000999867 0.00118389 0.00102252 0.00120307 0.00108958 0.000596223 0.000846901 0.000567246 0.000684331 0.00123324 0.000581876 0.000237257 0.00110304 0.00113625
internal_weight=0 2781 2554 2308 246 168 2256 206 2050 218 1832 385 227 146 137 171 1447 117 112 109 134
internal_count=2949 2781 2554 2308 246 168 2256 206 2050 218 1832 385 227 146 137 171 1447 117 112 109 134
is_linear=0
shrinkage=0.0032998


Tree=7652
num_leaves=22
num_cat=0
split_feature=1 155 0 0 3 12 3 3 3 0 1 0 1447 0 0 1 474 481 3 1 3
split_gain=0.476078 0.257288 0.120578 0.119257 0.184659 0.183298 0.12824 0.113175 0.130002 0.144214 0.103077 0.137202 0.102581 0.0888718 0.0844517 0.0829994 0.0732839 0.108539 0.0713605 0.0519396 0.0388891
threshold=0.098395000000000024 0.084710000000000021 0.019150000000000004 -0.13619499999999998 -0.0005399999999999999 -0.090874999999999984 0.13772500000000001 0.093925000000000022 -0.021559999999999996 0.040570000000000002 0.11417500000000001 -0.076204999999999981 -0.085709999999999995 -0.050249999999999996 -0.05461499999999999 0.088395000000000015 0.085070000000000021 -0.08614999999999999 -0.083644999999999983 0.077020000000000019 -0.043609999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -5 -6 8 9 12 11 -7 -1 20 16 19 17 -14 -18 -10 -12
right_child=1 -3 -4 5 6 10 -8 -9 15 -11 13 -13 14 -15 -16 -17 18 -19 -20 -21 -22
leaf_value=0.012839798892498084 -0.0085855915739137725 0.010902072326224014 -0.0049408304783655939 0.012070564310738186 0.0069964225588582873 0.012703036510634392 -0.0033678626785004222 0.0011345618424700146 0.012102693582256715 0 -0.0052903270920481504 0.0013915320586658912 -0.00038156345206343445 0.0049268435170708785 0.012887002448589551 0.016629813095516571 -0.001613997403004028 0.0074101524155240567 0.0062194614332362766 0.005178629492449933 6.8649892007672356e-05
leaf_weight=92 66 89 78 63 74 52 62 84 73 79 66 74 52 73 68 64 55 1459 81 55 90
leaf_count=92 66 89 78 63 74 52 62 84 73 79 66 74 52 73 68 64 55 1459 81 55 90
internal_value=0 0.00237792 0.00128846 0.00207504 -0.00127585 0.00369867 0.00225832 0.00721588 0.00746084 0.00703372 0.00220789 0.00607403 0.00734142 7.2823e-05 0.00704542 0.011647 0.00680315 0.00714082 0.00303831 0.00914155 -0.00218709
internal_weight=0 787 698 620 202 418 136 2162 2078 1886 355 126 1807 229 1715 192 1647 1511 136 128 156
internal_count=2949 787 698 620 202 418 136 2162 2078 1886 355 126 1807 229 1715 192 1647 1511 136 128 156
is_linear=0
shrinkage=0.16829


Tree=7653
num_leaves=23
num_cat=0
split_feature=1 3 4 52 2 0 14 2 1 3 15 0 1 160 15 42 1456 0 3 133 1 42
split_gain=8.12782 1.74283 1.27708 1.00599 0.842578 0.488265 0.487778 0.467604 0.80212 0.439123 0.296599 0.469745 0.339161 0.281301 0.275142 0.229066 0.31978 0.18564 0.150554 0.173881 0.0843948 0.0812104
threshold=0.10921500000000002 0.31351000000000001 0.31392000000000003 -0.25811499999999993 0.10060500000000001 -0.13165999999999997 0.073890000000000011 0.10043500000000001 0.12381000000000002 0.11878500000000002 -0.18498499999999998 -0.10934999999999999 0.083065000000000014 -0.043349999999999993 -0.09547499999999999 0.088185000000000013 0.083690000000000014 -0.092134999999999981 -0.0091399999999999988 0.096875000000000017 0.12257000000000003 -0.036704999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 6 -6 10 8 -5 14 -1 12 -12 -7 20 16 -13 -17 19 21 -9 -15
right_child=1 -3 -4 7 5 13 -8 9 -10 -11 11 15 -14 18 -16 17 -18 -19 -20 -21 -22 -23
leaf_value=0.0012341163806828884 0.0010306083275253828 0.00011194774158811232 0.00047743696183190191 0.00088560950765013101 0.00055628584011934009 0.0007133862281413283 0.0012337276809144722 0.00053416590610735697 0.00042058808495168312 0.00067401664034274394 0.00097470868605133306 0.0010045530533949311 0.00063363387324803767 0.0011187681440494215 0.00015586031833637244 0.0011282799376324387 0.0011939593051189827 0.0009170823881424785 0.0007657200001244199 0.00079600745655440891 0.00034798616247595272 0.0009656364897257662
leaf_weight=53 52 98 59 90 58 85 94 58 74 65 59 997 71 58 53 52 110 468 52 54 52 137
leaf_count=53 52 98 59 90 58 85 94 58 74 65 59 997 71 58 53 52 110 468 52 54 52 137
internal_value=0 0.000510675 0.000958106 0.000598604 0.000970169 0.000840228 0.00100045 0.000541207 0.000675998 0.000444098 0.000988318 0.000980883 0.0007887 0.000882801 0.000352196 0.000996217 0.00102341 0.00093827 0.000930526 0.000964802 0.000446474 0.00101136
internal_weight=0 542 2407 444 2348 444 1904 392 164 228 1810 1757 130 386 163 1627 1107 520 301 249 110 195
internal_count=2949 542 2407 444 2348 444 1904 392 164 228 1810 1757 130 386 163 1627 1107 520 301 249 110 195
is_linear=0
shrinkage=0.0032998


Tree=7654
num_leaves=28
num_cat=0
split_feature=1 52 15 160 1 16 16 1429 157 43 401 2 52 156 52 42 52 2 50 151 12 15 48 15 42 12 42
split_gain=0.370005 0.267258 0.173286 0.160929 0.230585 0.141016 0.273371 0.137284 0.342482 0.128721 0.179597 0.12695 0.120669 0.117408 0.0956815 0.128264 0.0939672 0.12487 0.127685 0.112307 0.153182 0.109997 0.0928266 0.0861813 0.092878 0.055616 0.0194697
threshold=0.098395000000000024 -0.34918499999999997 -0.15300999999999995 -1.0000000180025095e-35 0.14195000000000002 -0.0096749999999999978 -0.073554999999999995 0.084710000000000021 -0.077764999999999987 -0.14239499999999997 0.080265000000000017 0.099845000000000003 0.048535000000000002 0.11896500000000002 0.12456500000000001 0.086375000000000021 0.13248000000000001 0.084095000000000017 0.09209500000000001 -0.085164999999999977 0.085965000000000014 -0.016434999999999995 0.036755000000000003 -0.0080049999999999982 0.090115000000000015 0.084270000000000012 0.088575000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 -1 14 5 6 11 9 -9 10 12 -5 -4 -2 15 -3 17 18 21 25 -21 -11 -13 -18 -25 -19 -20
right_child=1 3 7 4 -6 -7 -8 8 -10 16 -12 22 -14 -15 -16 -17 23 19 26 20 -22 -23 -24 24 -26 -27 -28
leaf_value=0.014353239016969204 0.014270391312986203 0.0066025881613822595 0.0014712242676461049 0.0052724431803319229 -0.01010436585042304 -0.0048305250100595535 0.01301609839711388 -0.0070528214489045315 0.0093637491995200925 0.0064570941170074853 -0.004965461858799587 0.0013650429853376833 0.011349102278390383 0.003625569327882557 0.0099140297896652893 -0.0040002353486072954 0.0081908967247096773 0.014296186082002881 0.0073715516098853615 0.0031105935695614905 0.0076368148280742815 0.013597453740255007 -0.0068299935777491648 -0.0040612850686748848 0.0049187904340809163 0.0072364960225739161 0.002757023607742218
leaf_weight=81 69 80 77 88 63 94 58 70 74 83 60 78 65 52 73 54 85 77 53 323 624 244 78 54 82 56 54
leaf_count=81 69 80 77 88 63 94 58 70 74 83 60 78 65 52 73 54 85 77 53 323 624 244 78 54 82 56 54
internal_value=0 0.00243291 0.00669868 0.00110798 -0.000645327 0.000854983 0.00263059 0.00639987 0.001371 0.0067728 0.00273786 0.000154544 0.00600544 0.00971061 0.00500444 0.0023164 0.00724154 0.00771599 0.0101352 0.00674216 0.00609492 0.0117906 -0.00272096 0.00398307 0.00133996 0.0113372 0.00505952
internal_weight=0 787 2162 666 459 396 302 2081 144 1937 202 244 142 121 207 134 1735 1514 434 1080 947 327 156 221 136 133 107
internal_count=2949 787 2162 666 459 396 302 2081 144 1937 202 244 142 121 207 134 1735 1514 434 1080 947 327 156 221 136 133 107
is_linear=0
shrinkage=0.16829


Tree=7655
num_leaves=19
num_cat=0
split_feature=4 4 3 4 1 16 16 1456 157 51 42 49 2 1 390 43 1 16
split_gain=0.287984 0.216632 0.182335 0.151743 0.111149 0.209148 0.100492 0.0828183 0.0890287 0.227612 0.114007 0.0998841 0.0990679 0.109777 0.0753027 0.0717717 0.0279182 0.0228318
threshold=0.62720500000000012 -0.17568999999999999 0.11745500000000002 -0.10023999999999998 1.0000000180025095e-35 0.25032500000000008 -0.065894999999999981 -0.14545999999999998 -0.07056999999999998 -0.070454999999999976 0.084515000000000021 -0.0069299999999999995 -0.023999999999999997 0.10509 1.0000000180025095e-35 -0.09007999999999998 0.100925 -0.40430999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 15 -1 -6 17 -5 9 10 -9 -11 13 -10 -14 -3 -7 -4
right_child=-2 2 6 7 5 16 -8 8 12 11 -12 -13 14 -15 -16 -17 -18 -19
leaf_value=0.0039557322630211396 -0.0070821014317066396 0.0031287319369731935 -6.7463105740901062e-05 -0.00012434122216760756 0.01944076929618653 0.0046290002203591678 -0.0062393218560891067 -0.00015038808215308416 -0.0047028170306945239 0.018801018933597157 0.0090889641045171898 0.0092611844346618989 0.0051779568209680982 0.0057045096400096902 0.01152451622696545 -0.0057032099086805725 0.010090043617874375 0.0047942107990636366
leaf_weight=66 56 52 54 77 68 52 60 86 60 57 67 71 1867 55 55 52 58 54
leaf_count=66 56 52 54 77 68 52 60 86 60 57 67 71 1867 55 55 52 58 54
internal_value=0 0.00508873 0.00464835 0.00500922 0.00989496 0.0120871 -0.000709018 0.00528264 0.00546303 0.00828123 0.00388386 0.0135234 0.00507338 0.000258978 0.0053605 -0.00126996 0.00752479 0.00234674
internal_weight=0 2911 2667 2499 244 178 168 2395 2318 281 153 128 2037 115 1922 104 110 108
internal_count=2967 2911 2667 2499 244 178 168 2395 2318 281 153 128 2037 115 1922 104 110 108
is_linear=0
shrinkage=0.16829


Tree=7656
num_leaves=25
num_cat=0
split_feature=4 3 1 1 47 376 2 2 14 16 151 0 4 1 2 0 0 4 0 1 480 16 3 1
split_gain=11.5126 3.45054 2.08326 1.14504 0.525171 0.467308 0.414291 0.39214 0.369021 0.727697 0.35693 0.240327 0.234683 0.21117 0.186742 0.243849 0.183512 0.153341 0.194533 0.273879 0.155999 0.148572 0.0872118 0.0370109
threshold=0.31392000000000003 -0.06656999999999999 0.10378000000000001 0.12122500000000001 0.10409500000000001 0.076485000000000011 0.087665000000000007 0.11870500000000002 -0.38100999999999996 -0.47730499999999992 -0.030624999999999996 -0.14164999999999997 -1.0000000180025095e-35 0.12381000000000002 0.11891500000000001 -0.14606999999999998 -0.10726999999999999 0.024470000000000002 -0.085784999999999986 0.094165000000000013 0.086995000000000017 0.19384500000000002 -0.0070649999999999992 0.081540000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 10 13 6 12 11 -5 -10 -2 -1 -3 22 15 -8 -13 18 20 -20 -18 -17 -4 -19
right_child=3 2 4 8 -6 -7 14 -9 9 -11 -12 16 -14 -15 -16 21 17 23 19 -21 -22 -23 -24 -25
leaf_value=0.0013192288978704069 0.0004078518916178177 0.0010233115443305533 0.00048143506048312746 0.00046541978819782386 0.00087566670169373511 0.00068080711305970197 0.00079787563770035517 0.00085598919670004051 0.00033319165874135545 -0.00016144268179533715 0.00074840043591155195 0.00096434172691613066 0.0013323121500801577 0.00033441634008842262 0.00076840419331250889 0.0011212348615045372 0.001217205291277713 0.0010724259072925285 0.0010927502853454228 0.0012375487589939868 0.0010209633921399025 0.00090928228351911354 0.00067055626127450246 0.00095647128314941979
leaf_weight=72 54 52 53 53 52 52 56 60 83 53 91 80 59 59 53 115 422 84 965 172 52 56 58 61
leaf_count=72 54 52 53 53 52 52 56 60 83 53 91 80 59 59 53 115 422 84 965 172 52 56 58 61
internal_value=0 0.0010516 0.000845887 0.000401092 0.000584591 0.00097675 0.00101602 0.00112109 0.000231565 0.000140171 0.000621818 0.00112941 0.00118787 0.000495349 0.000947764 0.000989486 0.00112195 0.00112911 0.00113856 0.00111469 0.00119575 0.00105203 0.000580573 0.00102389
internal_weight=0 2633 665 334 222 443 391 1968 189 136 145 1908 111 170 280 227 1836 1756 1611 1137 474 171 111 145
internal_count=2967 2633 665 334 222 443 391 1968 189 136 145 1908 111 170 280 227 1836 1756 1611 1137 474 171 111 145
is_linear=0
shrinkage=0.0032998


Tree=7657
num_leaves=30
num_cat=0
split_feature=4 3 3 3 43 42 4 3 43 0 4 15 43 15 42 43 49 3 52 16 0 42 15 16 52 0 43 16 3
split_gain=6.68559 2.10267 1.01387 0.601676 0.566945 0.444574 0.361933 0.677547 0.202369 0.243477 0.209682 0.201339 0.195252 0.147938 0.144993 0.157922 0.142305 0.1334 0.122659 0.121011 0.116581 0.099977 0.116407 0.098989 0.0729027 0.0640024 0.0616504 0.0277224 0.0437916
threshold=0.31392000000000003 -0.06656999999999999 0.28833000000000003 0.35004500000000011 -0.043814999999999993 -1.0000000180025095e-35 -0.15615999999999999 0.088880000000000015 0.0062300000000000003 -0.14164999999999997 0.0060300000000000015 -0.087484999999999993 -0.049999999999999996 -0.43091499999999999 -0.090304999999999983 -0.081054999999999974 -0.011669999999999998 -1.0000000180025095e-35 -0.046194999999999993 -0.061714999999999992 -0.079394999999999979 -0.047584999999999995 0.084630000000000025 -0.085454999999999989 0.084805000000000019 -0.074504999999999988 0.064420000000000019 -0.14463999999999996 -0.078129999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 12 5 -3 -6 17 9 -1 14 -7 25 -14 20 16 -16 19 -13 -8 24 -10 -23 -17 -11 -2 -24 -12 -29
right_child=3 2 -4 -5 6 11 7 -9 21 10 27 18 13 -15 15 23 -18 -19 -20 -21 -22 22 26 -25 -26 -27 -28 28 -30
leaf_value=0.0010863035595853336 0.00019823088417804743 0.00080913532355294767 0.00023108487043896873 -9.5078459366384541e-06 0.00093447495551338188 0.00031091968718883123 0.00084811711837717179 0.00046799017867009819 0.00086653881412154018 0.00094047056819464585 0.0008104397148861913 0.00044496461219559858 0.00055395736684400894 0.00034601845855606456 0.0010578864860126449 0.00091897595257808731 0.00090632864187693005 0.00093915614537647585 0.00066316093587432518 0.0006358977874384034 0.00068449052143581656 0.0006248910793222156 0.00072780853403268974 0.00082961016627796388 0.00077474504526338275 0.00035178061484921109 0.00086356667924362789 0.00066866634098465224 0.00079286619010645655
leaf_weight=53 71 54 62 57 93 61 64 95 93 58 94 62 70 83 87 199 367 62 54 58 76 74 92 502 67 53 69 69 68
leaf_count=53 71 54 62 57 93 61 64 95 93 58 94 62 70 83 87 199 367 62 54 58 76 74 92 502 67 53 69 69 68
internal_value=0 0.000794396 0.00063377 0.000298634 0.000675115 0.000546163 0.000755095 0.000695176 0.000848654 0.000863803 0.00085635 0.000465735 0.00036217 0.000441384 0.000872188 0.000886671 0.000935449 0.000812281 0.000546842 0.000747515 0.000788791 0.000772806 0.000735561 0.00085503 0.000851924 0.000264145 0.000786209 0.000763224 0.00073057
internal_weight=0 2633 665 334 603 231 372 279 1968 1640 1587 177 277 153 1356 1155 454 184 116 122 201 328 235 701 125 124 161 231 137
internal_count=2967 2633 665 334 603 231 372 279 1968 1640 1587 177 277 153 1356 1155 454 184 116 122 201 328 235 701 125 124 161 231 137
is_linear=0
shrinkage=0.0032998


Tree=7658
num_leaves=28
num_cat=0
split_feature=1 3 52 52 2 2 159 3 1 3 1 0 16 52 52 3 16 49 0 4 1 2 52 1 2 3 403
split_gain=9.75318 2.25271 1.06254 0.862769 0.657758 0.733106 0.48934 0.441308 0.371435 0.381601 0.255688 0.264587 0.19999 0.179894 0.333477 0.25805 0.248799 0.176635 0.146026 0.123037 0.0935118 0.0746417 0.0521699 0.0541981 0.0336884 0.0318243 0.0237758
threshold=0.10331000000000003 0.3148450000000001 -0.41694999999999993 0.13072500000000004 0.097110000000000016 -0.0098549999999999974 0.11410000000000002 0.093925000000000022 0.12700000000000003 -0.029394999999999998 0.086470000000000005 -0.15445999999999996 -0.27157999999999993 0.076585000000000014 -0.092084999999999986 -0.080564999999999984 -0.11807499999999999 0.11008500000000002 -0.067134999999999986 -0.079614999999999977 0.11215000000000001 0.11366500000000002 0.013340000000000001 0.094485000000000013 0.11218000000000002 -0.078884999999999997 -0.080719999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 5 -1 8 10 9 -4 11 -7 -10 14 21 -15 -16 18 -13 26 -11 25 23 -21 -17 -6 -12
right_child=1 -3 3 -5 13 7 -8 -9 12 20 19 17 -14 15 16 24 -18 -19 -20 22 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00063724298850593661 0.00093774871486939824 2.7281304736488578e-05 0.00065861755458793126 0.00083973489009458383 0.0010035359185662123 0.0012390279288308826 0.00076202514464747656 0.0006900841641822831 0.00017269904070054852 0.00032264237352057264 0.00087591375450729852 0.0010082919204329496 0.00042777113554837691 0.0011212312294373516 0.00083628642029610423 0.00089207077956668336 0.00057363611654868377 0.0008183206567409163 0.0011896308562462561 0.00089411235609509609 0.00048877433701612809 0.00079896339560651182 0.0010402613735630475 0.0010147708166850513 0.00077420586498623447 0.00088126627895312038 0.00076554262227723508
leaf_weight=69 75 97 97 77 59 58 52 54 79 89 52 1085 59 52 69 71 95 53 53 152 66 63 69 64 54 52 52
leaf_count=69 75 97 97 77 59 58 52 54 79 89 52 1085 59 52 69 71 95 53 53 152 66 63 69 64 54 52 52
internal_value=0 0.000493902 0.000570041 0.000516837 0.00094163 0.000972091 0.000460505 0.000985726 0.000420212 0.000495757 0.00099545 0.00101872 0.000282007 0.000837404 0.000792039 0.000923834 0.000684356 0.00100797 0.00101677 0.00092063 0.00039361 0.000893331 0.000956838 0.000930026 0.000841435 0.000946574 0.000821067
internal_weight=0 691 594 519 2276 1761 442 1692 390 252 1638 1249 138 515 338 177 164 1191 1138 389 155 174 285 216 125 111 104
internal_count=2967 691 594 519 2276 1761 442 1692 390 252 1638 1249 138 515 338 177 164 1191 1138 389 155 174 285 216 125 111 104
is_linear=0
shrinkage=0.0032998


Tree=7659
num_leaves=19
num_cat=0
split_feature=1 52 3 124 2 2 147 52 3 4 0 0 3 52 13 1443 2 13
split_gain=10.8016 2.13446 1.35578 1.19787 1.03943 0.710049 0.699725 0.698624 0.521848 0.515128 0.582316 0.410497 0.325966 0.275504 0.268425 0.203927 0.192508 0.145347
threshold=0.10575500000000002 -0.24841999999999997 -0.036264999999999992 -0.082389999999999977 0.10615500000000001 0.11702000000000001 0.088565000000000019 0.056265000000000009 0.3148450000000001 -0.17568999999999999 -0.061204999999999989 -0.068669999999999995 0.11995000000000001 -0.07167999999999998 -0.011514999999999999 0.085720000000000005 0.087515000000000023 -0.019539999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 11 6 9 8 12 13 15 -3 14 -5 -4 16 -11 -7
right_child=1 2 7 5 -6 17 -8 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.00070807033692138 0.0011491886575496202 0.0011952813959758921 0.00043803828333908491 0.0011933069477682605 0.00051080655899652608 0.00096538148167233274 0.00074773852523617895 0.0006772471676875049 6.449234865774866e-05 0.0011541936193902875 0.00077522925976746904 0.00077942347244516666 0.00061571561583291447 0.0014715666678127661 0.00014829909087135025 0.0013354999930797419 0.0010847844912250236 0.0007234633506442539
leaf_weight=84 71 52 94 93 97 61 53 87 60 979 53 53 62 70 56 52 838 52
leaf_count=84 71 52 94 93 97 61 53 87 60 979 53 53 62 70 56 52 838 52
internal_value=0 0.000609701 0.000541361 0.00109613 0.000757836 0.00111059 0.00112412 0.000419459 0.000336875 0.00113367 0.00111844 0.000985708 0.000413798 0.00131302 0.000330104 0.00112815 0.0011222 0.000854368
internal_weight=0 632 561 2335 202 2251 2138 359 272 2085 1922 105 212 163 150 1869 1817 113
internal_count=2967 632 561 2335 202 2251 2138 359 272 2085 1922 105 212 163 150 1869 1817 113
is_linear=0
shrinkage=0.0032998


Tree=7660
num_leaves=10
num_cat=0
split_feature=1 1452 31 480 14 16 2 2 456
split_gain=0.303327 0.139848 0.112092 0.10067 0.0874611 0.11214 0.103336 0.111274 0.119686
threshold=0.15314500000000003 0.091130000000000017 -0.017869999999999997 -0.080434999999999993 -0.13131999999999996 0.0033900000000000002 0.14253500000000002 0.13018000000000005 -0.039309999999999991
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 8 -6
right_child=-2 -3 3 4 6 -7 -8 -9 -10
leaf_value=0.00016383261057328075 -0.0062924898493522284 0.014338714154611321 0.013881166642232757 0.016758714763623787 0.013995084916738374 0.0056887058136337251 0.001044782629764051 0.013656012886812102 0.0061642322739180822
leaf_weight=78 52 66 54 53 57 52 102 61 2347
leaf_count=78 52 66 54 53 57 52 102 61 2347
internal_value=0 0.00665919 0.00647779 0.00665779 0.00651114 0.0112935 0.00631482 0.00653216 0.00635065
internal_weight=0 2870 2804 2726 2672 105 2567 2465 2404
internal_count=2922 2870 2804 2726 2672 105 2567 2465 2404
is_linear=0
shrinkage=0.16829


Tree=7661
num_leaves=13
num_cat=0
split_feature=10 0 482 394 129 1213 403 16 149 151 482 13
split_gain=0.170783 0.242765 0.108356 0.0968766 0.100338 0.099589 0.394382 0.128928 0.105945 0.0882939 0.081412 0.0808472
threshold=-0.063134999999999983 -0.080064999999999983 0.11801000000000002 0.017720000000000003 -0.04689999999999999 -0.080614999999999978 -0.085354999999999973 -0.081029999999999977 0.081165000000000015 0.0048400000000000014 0.073800000000000018 -0.0083299999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 -6 -8 9 10 -7 -11
right_child=2 -3 -4 -5 5 8 7 -9 -10 11 -12 -13
leaf_value=0.006937790873113611 -0.001768843987998912 -0.0086640023420747232 0.013240190500940049 0.012680551259176392 -0.0091309217255763214 0.0065198212617034752 0.0017235711693664045 0.010316243622883857 -0.0010292113655178525 0.0052611518373296704 0.0023601498518986551 -0.0032437779103384815
leaf_weight=55 55 58 52 52 64 2051 99 100 62 76 144 54
leaf_count=55 55 58 52 52 64 2051 99 100 62 76 144 54
internal_value=0 -0.00105431 0.00560518 0.00546052 0.00532106 0.00546889 0.00234935 0.00605053 0.00581185 0.00599505 0.00624775 0.00171451
internal_weight=0 113 2809 2757 2705 2650 263 199 2387 2325 2195 130
internal_count=2922 113 2809 2757 2705 2650 263 199 2387 2325 2195 130
is_linear=0
shrinkage=0.16829


Tree=7662
num_leaves=17
num_cat=0
split_feature=2 34 106 1 159 2 2 1 133 1 133 0 160 0 13 13
split_gain=0.186223 0.142546 0.167919 0.153388 0.0944936 0.0896952 0.245459 0.148178 0.170151 0.142893 0.432198 0.0937131 0.0671254 0.0619539 0.0594737 0.0370489
threshold=0.14561000000000004 -0.023104999999999997 0.08024000000000002 0.13535500000000003 0.12310000000000001 0.083815000000000014 0.084195000000000006 0.085880000000000026 0.006510000000000001 0.077845000000000011 -0.0024649999999999997 -0.092724999999999988 -0.072114999999999985 -0.072924999999999976 -0.081124999999999989 -0.087984999999999994
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 8 -3 11 -11 -8 14 -14 -9 -2
right_child=15 3 -4 -5 -6 6 9 12 -10 10 -12 -13 13 -15 -16 -17
leaf_value=-0.0068373742879191228 -0.0049683845505653843 0.015862913318512167 0.0052131521530179746 0.013104791906935925 0.010674874975462937 -0.0073423468604289811 0.0083458334234484035 0.0045671563870411189 0.0036896905374550642 -0.011829672904736984 0.003714653745847416 0.0046310489618007333 0.0053583883588216022 0.00070075285004391646 0.012544069507015946 0.00064834873165704764
leaf_weight=64 55 86 67 65 76 52 236 52 53 57 453 1081 269 117 56 83
leaf_count=64 55 86 67 65 76 52 236 52 53 57 453 1081 269 117 56 83
internal_value=0 0.00474666 -0.000660414 0.00501433 0.00481044 0.00463229 0.004046 0.00636983 0.0112343 0.00437111 0.00197382 0.00529808 0.00499746 0.00395127 0.00871997 -0.00157719
internal_weight=0 2784 131 2653 2588 2512 1879 633 139 1827 510 1317 494 386 108 138
internal_count=2922 2784 131 2653 2588 2512 1879 633 139 1827 510 1317 494 386 108 138
is_linear=0
shrinkage=0.16829


Tree=7663
num_leaves=10
num_cat=0
split_feature=1 2 34 474 159 14 151 1443 16
split_gain=0.162682 0.0947246 0.128955 0.097592 0.0867916 0.0843286 0.084035 0.0780612 0.0528841
threshold=0.15314500000000003 -0.15959999999999996 -0.023104999999999997 0.10539000000000001 0.13622000000000004 -0.13131999999999996 0.10365500000000001 0.087980000000000017 -0.034004999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 5 -4 7 -7 -3
right_child=-2 2 3 -5 -6 6 -8 -9 -10
leaf_value=0.010446345555953817 -0.0056149664082858677 -0.005848414379103513 0.0086522682815793599 0.0097572126034068622 0.010599939475144246 0.0037529115885170756 -0.0026018813441180638 -0.0026993490116519669 0.0016192360425551816
leaf_weight=61 52 52 92 80 52 2361 63 54 55
leaf_count=61 52 52 92 80 52 2361 63 54 55
internal_value=0 0.00386916 0.00372569 0.00395282 0.00377504 0.00363625 0.00344929 0.00360789 -0.00199311
internal_weight=0 2870 2809 2702 2622 2570 2478 2415 107
internal_count=2922 2870 2809 2702 2622 2570 2478 2415 107
is_linear=0
shrinkage=0.16829


Tree=7664
num_leaves=21
num_cat=0
split_feature=1 14 2 4 12 12 16 4 12 49 4 12 49 1 12 16 43 12 12 4
split_gain=7.99617 1.14412 0.84679 0.673319 0.583515 0.470349 0.34027 0.275876 0.407739 0.700761 0.333903 0.346007 0.299335 0.264566 0.247794 0.183711 0.157017 0.137318 0.0946827 0.0630723
threshold=0.11156000000000001 0.073890000000000011 0.14253500000000002 -0.032169999999999997 -0.088684999999999986 0.12631000000000003 0.058455000000000007 -0.4950449999999999 0.056995000000000011 0.047620000000000003 0.0049450000000000006 0.089735000000000023 -0.070754999999999985 0.096035000000000023 0.088325000000000015 -0.40430999999999989 0.31405000000000005 0.08622500000000001 -0.041014999999999989 0.50944500000000004
decision_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 13 7 14 17 9 12 16 -12 -9 -1 15 19 -10 -6 -4 -5
right_child=2 -3 18 6 5 -7 -8 8 10 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00076627814060947113 0.00077031126828479583 0.0012061069076508306 0.00024150859534660977 0.00045875076908537385 0.0011005432987664281 0.00053466931953637185 0.00060779674140186207 0.0008326179669527605 0.00088574276243032939 0.0010412948339675633 0.00090696998742217027 0.00066861992299438108 0.00053921548148191739 0.00043843495474455655 0.00053232575898768688 0.00016644856329768373 0.00070127465818449236 0.00087338467692293041 5.5106899402775127e-05 0.00029466697527354954
leaf_weight=52 65 93 58 52 71 53 68 53 1452 56 106 184 139 57 58 82 54 53 62 54
leaf_count=52 65 93 58 52 71 53 68 53 1452 56 106 184 139 57 58 82 54 53 62 54
internal_value=0 0.000846355 0.000387499 0.00046403 0.000831981 0.000843587 0.000400515 0.000851123 0.000841847 0.000715575 0.000859264 0.000755862 0.00062039 0.00059516 0.000343075 0.000284502 0.000879152 0.00100374 0.000145495 0.000375493
internal_weight=0 2423 499 379 2330 2221 314 2168 2044 248 1796 290 192 109 246 188 1506 124 120 106
internal_count=2922 2423 499 379 2330 2221 314 2168 2044 248 1796 290 192 109 246 188 1506 124 120 106
is_linear=0
shrinkage=0.0032998


Tree=7665
num_leaves=32
num_cat=0
split_feature=1 3 2 0 2 40 13 3 1 0 0 51 15 1 0 13 15 3 155 0 2 1 49 0 15 13 3 15 3 13 13
split_gain=7.04445 2.8058 0.752725 0.561796 0.515521 0.494878 0.352047 0.252756 0.246641 0.39388 0.312084 0.281203 0.277834 0.205622 0.194213 0.190985 0.202338 0.17359 0.140062 0.13317 0.130648 0.129726 0.124875 0.096298 0.0864736 0.0792272 0.0604117 0.0562666 0.0535009 0.0185099 0.0159528
threshold=0.10123500000000001 -0.053364999999999996 0.10060500000000001 1.0000000180025095e-35 0.11426500000000002 -0.072979999999999975 -1.0000000180025095e-35 -0.0075749999999999993 0.088860000000000008 -0.098429999999999976 -0.14920999999999998 -0.090039999999999995 0.09172000000000001 0.13767000000000004 -0.07409499999999998 -0.016319999999999998 -0.047859999999999993 -0.10175499999999998 0.092900000000000024 -0.070664999999999992 0.092855000000000007 0.12072500000000001 0.098965000000000011 -0.195045 -0.12272499999999999 -0.081299999999999983 -0.078384999999999996 0.091955000000000023 -0.083644999999999983 -0.076794999999999988 0.11671500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 5 14 21 13 15 10 -10 -1 -12 17 24 -2 22 -17 30 -16 25 -19 -3 26 -8 -7 -11 -4 -27 -14 -30 -13
right_child=1 3 7 -5 -6 6 23 -9 9 19 11 12 28 -15 18 16 -18 20 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 29 -31 -32
leaf_value=0.0010595591690584299 0.0009781716145997885 0.000276529901169614 0.00092986153490068292 1.5651085818808975e-05 0.00047676885627082613 0.00013627640306045956 0.00044820697142107231 0.00048973423970916509 0.00055655760298537707 0.00077453392901053689 0.00069110134376917248 0.0010668684991645867 0.0006621664530656121 0.00048812596955362191 0.00066852481843621321 0.0007629436772270278 0.00049992166129094818 0.0008970390773663917 0.00087433430329010391 0.0006813878664072774 0.00077625359532041815 5.4876008278542742e-05 0.00066154641341450895 0.00062851830861126242 0.00032559950389788429 0.00097289390760699386 0.00078390523793589462 0.00084111122524444773 0.00083707495408034895 0.00074165911767731189 0.00097257024603464033
leaf_weight=98 53 59 65 63 71 52 61 56 70 70 96 59 54 52 101 66 64 885 59 52 115 57 53 74 55 85 70 72 62 52 52
leaf_count=98 53 59 65 63 71 52 61 56 70 70 96 59 54 52 101 66 64 885 59 52 115 57 53 74 55 85 70 72 62 52 52
internal_value=0 0.000462147 0.000831401 0.00030635 0.0007215 0.000350933 0.000423023 0.000696061 0.000859163 0.000779385 0.000878041 0.000865078 0.000878109 0.000317279 0.000802912 0.000732285 0.000633727 0.000897186 0.000744637 0.000835166 0.000883184 0.000167917 0.000800249 0.000547305 0.000233921 0.000870237 0.000854441 0.000912683 0.00075174 0.000793861 0.00102301
internal_weight=0 757 2196 473 284 410 294 374 1822 349 1473 1375 1279 159 213 318 130 1111 160 279 1000 116 188 135 107 227 135 157 168 114 111
internal_count=2953 757 2196 473 284 410 294 374 1822 349 1473 1375 1279 159 213 318 130 1111 160 279 1000 116 188 135 107 227 135 157 168 114 111
is_linear=0
shrinkage=0.0032998


Tree=7666
num_leaves=22
num_cat=0
split_feature=49 12 157 10 2 43 3 13 13 4 4 43 43 43 43 481 483 12 4 4 43
split_gain=0.272141 0.25326 0.198539 0.159003 0.166334 0.146978 0.143098 0.267787 0.143066 0.1409 0.285231 0.221998 0.136624 0.076091 0.154045 0.0749831 0.0722509 0.078796 0.0502247 0.0905747 0.0823101
threshold=-0.15734499999999998 0.083400000000000016 -0.078914999999999985 -0.082174999999999984 -0.047824999999999993 -0.089559999999999987 -0.14884499999999998 0.085955000000000018 -0.14258499999999999 -0.0064399999999999987 -0.14595999999999995 -0.073404999999999984 -0.15961499999999998 -0.08076499999999999 -0.08231999999999999 -0.085749999999999979 -0.069964999999999986 0.084930000000000019 -0.025079999999999995 -0.013359999999999999 -0.091894999999999991
decision_type=2 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 12 7 -3 -8 10 -7 -11 -6 14 18 -15 -17 -18 20 -20 -10
right_child=1 6 3 4 5 9 8 -9 13 11 -12 -13 -14 15 -16 16 17 -19 19 -21 -22
leaf_value=-0.0051047176578388441 -0.005927256543461888 0.018607180418558328 0.011568892701748218 -0.0061484828673368771 0.0028020879890325546 0.0043266691878759101 -0.0035118383662205957 0.004169616927043175 0.0057589472192549488 -0.0047881917519198985 -0.0089479454902000165 0.0058802149911072448 0.014936968501030528 0.010687208532346681 0.013966719496767087 -0.001306031234945794 -0.00050341973574995679 0.0050574158168745385 0.013159637004047356 0.0058537016378922462 -0.001781995452002733
leaf_weight=85 79 66 56 61 54 98 52 82 188 68 86 291 52 56 78 60 77 1026 62 224 52
leaf_count=85 79 66 56 61 54 98 52 82 188 68 86 291 52 56 78 60 77 1026 62 224 52
internal_value=0 0.00454811 0.00209777 0.00292777 0.00224368 0.00303524 0.00557072 0.0106201 0.0051712 0.00191204 -0.00186801 0.00385445 0.008772 0.00541986 0.00697043 0.0046501 0.00435786 0.00466759 0.00592955 0.00744379 0.00411759
internal_weight=0 2868 845 766 710 649 2023 148 1875 543 184 359 106 1823 604 1219 1163 1103 526 286 240
internal_count=2953 2868 845 766 710 649 2023 148 1875 543 184 359 106 1823 604 1219 1163 1103 526 286 240
is_linear=0
shrinkage=0.16829


Tree=7667
num_leaves=23
num_cat=0
split_feature=49 12 0 12 0 0 151 15 1 1 3 13 13 47 12 47 49 3 1456 1456 4 4
split_gain=0.188347 0.175164 0.169604 0.358692 0.140615 0.181034 0.174815 0.152658 0.151377 0.135714 0.0989708 0.185051 0.0990658 0.102709 0.0952589 0.0952238 0.0819162 0.0665834 0.0628801 0.182321 0.0606826 0.0411535
threshold=-0.15734499999999998 0.083400000000000016 0.051660000000000005 -0.14392999999999997 -0.15445999999999996 -0.099704999999999974 -0.0032449999999999996 -0.10020499999999997 0.087545000000000026 0.10471000000000001 -0.14884499999999998 0.085955000000000018 -0.14258499999999999 0.09550500000000002 1.0000000180025095e-35 0.086025000000000004 -0.006494999999999999 -0.012814999999999998 -0.069944999999999993 -0.16480999999999998 0.015030000000000002 -0.015104999999999999
decision_type=2 2 2 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 8 6 -6 -8 -5 14 11 -3 -12 15 -7 18 -10 -11 19 -14 -20 -15
right_child=1 10 -4 4 5 9 7 -9 16 17 12 -13 13 21 -16 -17 -18 -19 20 -21 -22 -23
leaf_value=-0.0042456460368342558 0.013856851235876034 0.015475782241122777 -0.0052861110249211255 0.012734071508767845 0.0031306955258456363 0.0080720520007150805 -0.0020712373069291948 -0.014485614322335801 0.0063889258037939049 0.0032846823799964979 -0.002920832176449856 0.0034679129258519477 0.0013883524014532309 0.0041996674211199399 -0.00044165121450307854 0.011494925004622559 -0.0026247775958798368 -0.0036287425478792133 0.00476030790093701 0.013703309958919899 0.0016504149358898194 -0.0016145307972587719
leaf_weight=85 72 66 87 56 56 122 56 57 59 61 52 82 63 52 53 60 55 111 1262 75 209 102
leaf_count=85 72 66 87 56 56 122 56 57 59 61 52 82 63 52 53 60 55 111 1262 75 209 102
internal_value=0 0.00378313 0.00174474 0.00255408 0.00136516 -1.43263e-05 -0.00453462 -0.00834926 0.00556289 0.00218202 0.00463368 0.00883491 0.0043011 0.00450809 0.00548335 0.00489188 0.00202445 -0.00116644 0.00464453 0.00809428 0.00431967 0.000337039
internal_weight=0 2868 845 758 686 516 169 113 170 347 2023 148 1875 1823 175 1669 114 172 1609 138 1471 154
internal_count=2953 2868 845 758 686 516 169 113 170 347 2023 148 1875 1823 175 1669 114 172 1609 138 1471 154
is_linear=0
shrinkage=0.16829


Tree=7668
num_leaves=28
num_cat=0
split_feature=2 12 30 2 2 2 47 12 49 15 16 1212 1213 16 16 1210 2 15 13 15 15 12 16 1212 16 16 2
split_gain=8.87775 5.73128 1.095 0.996299 0.737991 0.730982 0.525455 0.443748 0.428706 0.356083 0.348188 0.198402 0.241629 0.181583 0.176237 0.287619 0.227533 0.192779 0.175836 0.149882 0.128679 0.107574 0.10702 0.085825 0.0727237 0.0607817 0.0535268
threshold=0.13388500000000003 0.023990000000000004 0.085915000000000019 0.10433000000000002 -0.087809999999999985 0.25063000000000007 0.078345000000000012 0.098785000000000012 0.059130000000000009 -0.0039399999999999991 -0.14879499999999998 -0.035619999999999992 -0.12077499999999998 -0.0038249999999999998 -0.082119999999999985 -0.068764999999999979 0.090215000000000004 -0.091664999999999983 0.070890000000000022 0.091490000000000016 -0.21242999999999998 0.091045000000000015 -0.090174999999999991 -0.093424999999999994 0.052150000000000009 -0.40430999999999989 0.10179000000000001
decision_type=2 2 2 2 2 2 2 2 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 20 13 11 9 25 -9 23 -13 22 16 -16 17 -14 24 -17 -2 -18 -6 -3 26 -5 -12
right_child=5 7 -4 8 6 -7 -8 10 -10 -11 18 12 14 -15 15 19 21 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00046389934868342988 0.00026210465915641059 0.0010956764397484203 0.00028422151115675785 0.00043161046103327132 0.00084131685881579414 -8.4383584877419345e-05 0.0011497003902988807 0.00067044444442863037 0.00079174651627331497 0.00067488116295800116 0.001003872650434436 0.00080856737416528551 0.0013186847041710137 0.00092235542395372122 0.00077585092291032848 0.0010506245261581221 0.0010528483974324872 0.0011027000552260402 0.0010768835493148426 0.00094991364297475139 0.00044334538994748434 0.00085411602393713031 0.00063813363547962772 0.0012680179207132038 0.00081883054806288608 0.00027481106135263903 0.00087018758034969118
leaf_weight=52 80 88 74 53 52 52 67 54 56 55 90 52 55 95 53 757 77 310 99 216 95 53 68 56 74 59 61
leaf_count=52 80 88 74 53 52 52 67 54 56 55 90 52 55 95 53 757 77 310 99 216 95 53 68 56 74 59 61
internal_value=0 0.000937997 0.000662144 0.00071229 0.000826524 0.000258583 0.000893266 0.00102107 0.000541037 0.000456755 0.000917936 0.00104375 0.00103282 0.00081319 0.00104046 0.0010153 0.00109254 0.00113534 0.000959076 0.0010283 0.000360694 0.000972098 0.000726473 0.00116294 0.000907084 0.000349325 0.000950101
internal_weight=0 2726 631 557 334 227 282 2095 223 167 378 1717 1573 215 1521 1026 495 365 324 973 175 130 120 144 225 112 151
internal_count=2953 2726 631 557 334 227 282 2095 223 167 378 1717 1573 215 1521 1026 495 365 324 973 175 130 120 144 225 112 151
is_linear=0
shrinkage=0.0032998


Tree=7669
num_leaves=30
num_cat=0
split_feature=4 12 3 2 43 3 43 3 3 13 3 4 16 2 3 13 1212 3 12 12 3 12 12 4 43 4 2 13 52
split_gain=9.5437 4.02154 1.77531 1.10171 0.891509 0.881964 0.707468 0.46813 0.383651 0.438692 0.375721 0.296977 0.381205 0.486823 0.24283 0.235748 0.221277 0.351475 0.211861 0.177607 0.131903 0.0923456 0.100596 0.0970249 0.106876 0.0906297 0.0611784 0.0392196 0.030288
threshold=0.27998000000000006 0.056995000000000011 0.28833000000000003 0.12414000000000001 -0.031974999999999996 0.143375 -0.095964999999999981 -0.14954999999999999 -0.081184999999999993 -0.14022999999999999 0.076825000000000018 -0.46195999999999998 -0.094854999999999981 0.087865000000000013 -0.0013299999999999998 0.025450000000000004 0.081445000000000017 -0.092109999999999984 -0.089399999999999993 0.08598500000000002 -0.082354999999999984 0.090455000000000021 0.086935000000000012 -0.0014249999999999998 -0.0071849999999999995 -0.40515499999999993 0.084245000000000014 -0.083274999999999988 -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 4 8 6 7 -1 -2 9 -3 14 -6 -13 -14 -9 21 19 -18 -8 20 -11 22 -10 24 -23 -21 -19 -24 -25
right_child=5 3 -4 -5 11 -7 18 10 15 16 -12 12 13 -15 -16 -17 17 26 -20 25 -22 23 27 28 -26 -27 -28 -29 -30
leaf_value=0.00092689366940952383 0.00076246104914828308 0.0014065618000619097 0.00022791935663485819 0.00064015110674823573 0.0011538044485825548 7.3456682761593041e-05 0.00063510581124519088 0.00043076979595639922 0.00096996174134156797 0.001155588803774129 0.00065241605339696064 0.0010971320768931371 0.0010203821562406541 0.00064587920321126295 0.00015178886035328639 0.00080512419670620942 0.0007642627102565499 0.00099652378889374246 0.00036961204314195985 0.0012120795116639619 0.0013417953616442705 0.0011050311519391694 0.0011744485999432962 0.0010031693303076017 0.00097386004301125374 0.001076496641788139 0.0011328033434811321 0.0010591832390125331 0.000906147224105023
leaf_weight=65 55 54 64 65 55 70 68 97 59 279 55 64 63 97 53 54 52 67 65 64 52 158 108 69 132 603 99 59 108
leaf_count=65 55 54 64 65 55 70 68 97 59 279 55 64 63 97 53 54 52 67 65 64 52 158 108 69 132 603 99 59 108
internal_value=0 0.000998425 0.000744739 0.00106433 0.000814007 0.00040282 0.000644094 0.000491359 0.00107798 0.00111318 0.000418453 0.000934465 0.000880452 0.00079356 0.000332431 0.00101809 0.00110012 0.00100333 0.000505618 0.00112123 0.00118495 0.00103463 0.00109129 0.00100714 0.00104545 0.00108956 0.00107801 0.00113394 0.000944168
internal_weight=0 2623 541 2082 477 330 198 260 2017 1270 205 279 224 160 150 747 1216 218 133 998 331 693 226 467 290 667 166 167 177
internal_count=2953 2623 541 2082 477 330 198 260 2017 1270 205 279 224 160 150 747 1216 218 133 998 331 693 226 467 290 667 166 167 177
is_linear=0
shrinkage=0.0032998


Tree=7670
num_leaves=31
num_cat=0
split_feature=2 52 16 42 52 2 16 0 9 16 1456 2 2 2 48 12 158 49 2 403 16 52 48 13 13 0 0 156 16 2
split_gain=0.235726 0.143117 0.142942 0.156183 0.171616 0.114194 0.0925548 0.262738 0.205729 0.100135 0.13959 0.116373 0.110318 0.0984177 0.0837165 0.117178 0.152964 0.112467 0.0835465 0.0603815 0.0591198 0.0554084 0.0536978 0.0664486 0.193701 0.168215 0.112265 0.0452544 0.036554 0.0287381
threshold=0.095850000000000005 -0.51745999999999992 -0.053299999999999993 -0.036704999999999995 -0.092084999999999986 0.10301500000000001 -0.039209999999999995 -0.097774999999999987 0.083710000000000021 -0.06533499999999999 -0.06457499999999998 0.088135000000000005 0.087210000000000024 -0.021469999999999996 0.014805 0.10011000000000002 0.065940000000000012 -0.042254999999999994 0.092545000000000016 -1.0000000180025095e-35 -0.082119999999999985 0.01787 0.091195000000000012 -0.086304999999999979 -0.083709999999999993 -0.085264999999999994 -0.085424999999999987 0.11048500000000001 -0.10227499999999999 0.11326500000000002
decision_type=2 2 2 2 2 2 2 2 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 27 14 -4 -5 -6 8 -8 9 10 -1 12 20 -9 15 16 17 -3 19 -13 -12 -7 23 -15 26 -26 -25 -2 -16 -19
right_child=1 2 3 4 5 21 7 13 -10 -11 11 18 -14 22 28 -17 -18 29 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.014075375352829555 0.011659496934468352 0.0038085405330720848 -0.0069550172791465973 0.0070621237043856774 -0.0080667076530299437 0.0033840211293812853 0.015848598401347617 0.011935221450930287 -0.0054395693413313564 -0.0004461909751769475 0.0066540218042032487 0.0037765527214561989 0.012656076736327199 -1.906690083748307e-05 -0.0016980690568241649 0.00034105361871696255 -0.00027115057518447378 0.010344463036146972 0.0064799836817531391 -0.002681828729275144 0.0030618957525539079 -0.0032030321866092296 0.0096925316094564149 0.017306693535487444 -0.0051637222853457738 0.0050649885833479961 0.0066490569362707991 0.0049122433221918194 0.003583030645548841 0.016019367913631795
leaf_weight=53 53 55 87 95 56 93 86 72 54 82 441 69 70 70 90 95 54 53 82 101 187 59 73 53 52 358 61 63 63 54
leaf_count=53 53 55 87 95 56 93 86 72 54 82 441 69 70 70 90 95 54 53 82 101 187 59 73 53 52 358 61 63 63 54
internal_value=0 0.00245986 0.0017038 -0.000667142 0.00113236 -0.00156731 0.00567036 0.00703215 0.00468241 0.00518783 0.00565023 0.0051783 0.00629873 0.00600372 0.00370049 0.00528657 0.00745336 0.0100393 0.00206776 -4.99175e-05 0.00558725 0.000815385 0.00536074 0.00482536 0.00547595 0.00376331 0.0116197 0.00801053 0.000464759 0.0132252
internal_weight=0 970 854 390 303 208 1964 825 1139 1085 1003 950 698 739 464 311 216 162 252 170 628 152 667 594 524 410 114 116 153 107
internal_count=2934 970 854 390 303 208 1964 825 1139 1085 1003 950 698 739 464 311 216 162 252 170 628 152 667 594 524 410 114 116 153 107
is_linear=0
shrinkage=0.16829


Tree=7671
num_leaves=23
num_cat=0
split_feature=0 2 133 1 133 43 0 0 133 8 13 16 51 34 0 51 43 51 16 2 51 13
split_gain=0.171423 0.129193 0.127502 0.158079 0.121679 0.113938 0.108898 0.132662 0.149896 0.107162 0.174768 0.163719 0.101406 0.0994296 0.0991656 0.0970919 0.083284 0.0917909 0.0607702 0.0543725 0.0479831 0.026771
threshold=-0.22745499999999999 0.097005000000000022 -0.0081099999999999974 0.093170000000000017 0.11124000000000002 -0.16130499999999998 -0.14043999999999998 -0.037444999999999992 0.017095000000000003 0.084325000000000011 -0.10373499999999998 -0.14158499999999996 0.11696500000000001 -0.084799999999999986 -0.06563999999999999 0.031805000000000007 -0.14968999999999996 0.093815000000000023 -0.089369999999999991 0.086545000000000025 -0.045524999999999989 -0.040229999999999995
decision_type=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 9 3 21 5 -4 18 8 -8 10 11 -2 13 -12 -6 -1 19 -18 -7 -15 -9 -3
right_child=1 2 4 -5 14 6 7 20 -10 -11 12 -13 -14 16 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=-0.0060866070671397408 0.0050405545152917199 0.0042818704801598877 -0.0015418813260107541 -0.0094624838659995592 -0.0070370485779751536 0.0061113405850006935 -0.0019710186692831933 0.0048019397444536392 0.0063937974541539676 -0.0024385905733055025 0.01194911641959924 0.017423972445965781 -0.0021295114738177382 0.011684051198384919 0.0030323997622744305 0.0033624965180475909 0.0039989323579260726 0.01038897177976204 0.014294511006802764 0.0051221727844187144 0.011162627846896235 -0.00071351127032223769
leaf_weight=75 61 57 78 52 52 53 138 64 108 55 55 61 60 75 59 52 1451 67 52 71 74 64
leaf_count=75 61 57 78 52 52 53 138 64 108 55 55 61 60 75 59 52 1451 67 52 71 74 64
internal_value=0 0.00410869 0.00237364 -0.00169738 0.00341507 0.00441346 0.00536706 0.00404605 0.00169404 0.00486264 0.00507482 0.011247 0.00465054 0.00488824 -0.00166863 -0.00220354 0.00465377 0.00428215 0.0101811 0.00850531 0.00822576 0.00162484
internal_weight=0 2807 851 173 678 567 489 384 246 1956 1901 122 1779 1719 111 127 1664 1518 105 146 138 121
internal_count=2934 2807 851 173 678 567 489 384 246 1956 1901 122 1779 1719 111 127 1664 1518 105 146 138 121
is_linear=0
shrinkage=0.16829


Tree=7672
num_leaves=15
num_cat=0
split_feature=376 121 2 43 12 2 50 457 13 39 12 12 47 2
split_gain=0.129064 0.152736 0.114613 0.174558 0.122304 0.0954042 0.0895994 0.0925456 0.106193 0.0647359 0.0791262 0.121628 0.0865144 0.0723367
threshold=0.089605000000000018 -1.0000000180025095e-35 0.093320000000000014 -0.16130499999999998 -0.10063999999999999 0.092450000000000018 -1.0000000180025095e-35 0.082335000000000005 -0.15941999999999998 0.088375000000000023 1.0000000180025095e-35 0.082165000000000016 0.091930000000000012 0.079570000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 9 -6 8 -8 10 13 -12 -13 -3
right_child=-2 2 3 4 6 -7 7 -9 -10 -11 11 12 -14 -15
leaf_value=0.011765914147604105 -0.0044573475092773212 -0.0032112174597279564 -0.0065809367736880085 0.010088837197516022 -0.0046146340376567591 0.010946928017756596 -0.0034603166024089458 -0.0029260988974950846 0.0035631794894181289 0.0083233915012585098 0.011943134959682028 0.0041055921106387125 0 0.0033375672107768986
leaf_weight=60 61 89 67 54 57 54 67 86 652 84 52 1285 163 103
leaf_count=60 61 89 67 54 57 54 67 86 652 84 52 1285 163 103
internal_value=0 0.0033531 0.00317302 0.00170413 0.00231209 0.00396106 0.00182283 0.00228089 0.0029062 0.00374764 0.00351942 0.00393125 0.00364229 0.000292575
internal_weight=0 2873 2813 983 916 1830 862 805 719 1776 1692 1500 1448 192
internal_count=2934 2873 2813 983 916 1830 862 805 719 1776 1692 1500 1448 192
is_linear=0
shrinkage=0.16829


Tree=7673
num_leaves=18
num_cat=0
split_feature=0 52 159 481 14 10 1 52 0 11 52 4 403 0 16 16 16
split_gain=0.106834 0.108135 0.116871 0.104668 0.101329 0.100162 0.154247 0.0814729 0.176379 0.1018 0.120834 0.0776107 0.0724185 0.0821922 0.0677298 0.043403 0.0530281
threshold=-0.22745499999999999 0.09253500000000002 0.10444500000000002 -0.051484999999999996 0.020750000000000005 0.057650000000000007 0.14566000000000004 -0.092399999999999982 -0.093874999999999986 0.080150000000000013 -0.062309999999999997 0.078235000000000013 0.084685000000000024 -0.062109999999999992 0.63086500000000012 -0.037309999999999989 -0.088719999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 4 3 -3 5 6 7 8 -2 10 -9 -1 13 15 -10 16 -5
right_child=1 2 -4 12 -6 -7 -8 9 14 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0058152878488363924 0.014279815535173429 0.0086904037323520221 -0.0064822189850005426 0.0024237169211695398 0.0091738074435359449 -0.0037429901767180524 0.012116383227143474 -0.00091523474670092593 0.0047705364863126088 -0.0043913198087665315 0.0034459204590370314 0.0025492793001393264 0.0061077697669065971 -0.0046107902987301179 -0.00095958123787187014 0.0042569661161327285 -0.0022762884750567192
leaf_weight=71 52 54 55 139 84 57 56 211 394 58 1198 56 66 84 68 98 133
leaf_count=71 52 54 55 139 84 57 56 211 394 58 1198 56 66 84 68 98 133
internal_value=0 0.00286952 0.000921938 0.00163453 0.00343116 0.00319993 0.0033951 0.00314765 0.00497449 0.00250635 0.00279156 -0.00211283 0.000898345 0.00013707 0.00392325 0.00121982 0.000118947
internal_weight=0 2807 629 574 2178 2094 2037 1981 514 1467 1409 127 520 454 462 370 272
internal_count=2934 2807 629 574 2178 2094 2037 1981 514 1467 1409 127 520 454 462 370 272
is_linear=0
shrinkage=0.16829


Tree=7674
num_leaves=17
num_cat=0
split_feature=123 0 151 51 133 133 8 376 0 0 16 155 0 16 4 3
split_gain=0.0929327 0.0793289 0.0893233 0.0780455 0.0699036 0.117575 0.0943018 0.104306 0.126548 0.104755 0.0863967 0.0815282 0.0611576 0.0462269 0.0451381 0.0383681
threshold=0.10832000000000001 -0.22745499999999999 0.084725000000000009 0.031805000000000007 -0.086034999999999986 -0.13093499999999997 1.0000000180025095e-35 0.083705000000000016 -0.00077999999999999999 -0.037444999999999992 -0.085454999999999989 0.11426500000000002 -0.081814999999999985 -0.086219999999999977 -0.062804999999999986 -0.078384999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 12 7 8 9 -6 -7 -10 13 15 -14 -3
right_child=-2 2 -4 -5 6 10 -8 -9 11 -11 -12 -13 14 -15 -16 -17
leaf_value=-0.00523781730457083 -0.0041255234658137581 0.0043081097673060894 0.0075105620698205262 0.0032340367334638678 0.0028746558360537118 0.00066173704482528468 -0.0042558290425724239 0.0087755822755368734 -0.0035367031390645303 0.0099234653220912749 -0.0086336489189428201 0.0039974798056164771 -0.0048273939664647807 0.0077689399420908098 0.0019890997947509871 -0.00086493679209505682
leaf_weight=75 64 99 99 52 1801 53 53 83 141 62 60 57 52 57 58 68
leaf_count=75 64 99 99 52 1801 53 53 83 141 62 60 57 52 57 58 68
internal_value=0 0.00234867 0.00253932 -0.00175488 0.0023525 0.000429336 0.00274297 0.00291682 0.00268 0.0031102 -0.00425797 -0.0013587 0.00202054 0.00361838 -0.00121691 0.00219096
internal_weight=0 2870 2743 127 2644 447 2197 2144 2061 1863 113 198 334 224 110 167
internal_count=2934 2870 2743 127 2644 447 2197 2144 2061 1863 113 198 334 224 110 167
is_linear=0
shrinkage=0.16829


Tree=7675
num_leaves=13
num_cat=0
split_feature=3 124 42 3 4 1453 3 4 48 156 16 16
split_gain=0.317434 0.153359 0.174003 0.138239 0.115129 0.111049 0.102722 0.122992 0.150358 0.121028 0.0872276 0.0633074
threshold=0.31351000000000001 -0.076164999999999983 -0.0047199999999999994 -0.23098999999999997 -0.0083149999999999977 -0.078444999999999987 -0.15963499999999997 -0.35269999999999996 0.13419000000000003 0.088855000000000003 0.23074000000000003 0.40422000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 -4 -5 -7 10 9 -9 -8 -3
right_child=-2 3 4 5 -6 6 7 8 -10 -11 -12 -13
leaf_value=0.004966617858126572 -0.0081139368491790452 0.011721872874796174 -0.00015638585099595376 -0.0047231790857660619 -0.0098031777095091994 -0.0051497050264639284 0.012029444312402649 0.0021876552419570574 -0.0071473520156842144 -0.0024787440132289004 0.0027458229993287831 0.0036874305155060834
leaf_weight=56 102 54 58 78 90 60 56 2072 54 170 60 59
leaf_count=56 102 54 58 78 90 60 56 2072 54 170 60 59
internal_value=0 0.00143774 -0.00300601 0.00177883 -0.00603482 0.0015227 0.00172051 0.00189215 0.00162103 0.00183302 0.00724306 0.0075428
internal_weight=0 2867 204 2663 148 2550 2472 2412 2296 2242 116 113
internal_count=2969 2867 204 2663 148 2550 2472 2412 2296 2242 116 113
is_linear=0
shrinkage=0.16829


Tree=7676
num_leaves=24
num_cat=0
split_feature=1 1 12 2 2 16 147 2 16 0 16 41 133 39 12 1 132 43 16 12 130 133 2
split_gain=11.4515 2.01299 1.89634 0.76001 0.603995 1.07089 0.408316 0.338006 0.263375 0.259241 0.29552 0.287036 0.272767 0.228874 0.17534 0.164109 0.143057 0.138651 0.119687 0.117483 0.104954 0.100578 0.0242789
threshold=0.10575500000000002 0.12448500000000001 0.085075000000000026 0.123795 0.14744000000000002 -0.33811499999999994 0.085900000000000018 0.092320000000000013 -0.33811499999999994 -0.077614999999999976 0.067035000000000011 0.075585000000000013 0.40431 0.08252000000000001 0.098785000000000012 0.11215000000000001 0.085745000000000002 0.062770000000000006 -0.14669499999999996 0.092395000000000019 0.090840000000000018 0.09117500000000002 0.10052500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 6 5 -3 7 9 -2 11 12 20 19 16 -4 -10 17 18 -9 -11 21 -1 -19
right_child=1 4 14 -5 -6 -7 -8 13 15 10 -12 -13 -14 -15 -16 -17 -18 22 -20 -21 -22 -23 -24
leaf_value=0.0010953296164805564 0.00066076767642251428 0.00014837824666309176 0.0010821789690795679 0.00069467053085852184 9.6745877646163612e-05 0.00065271245664638667 0.0008217599344912483 0.001201056106574262 0.00028595582525935256 0.00070372188461342747 0.0011672908626020459 0.001330720586619953 0.001086538625786275 0.00079340378009101298 0.00085118248415084552 0.00051713205531594801 0.00088003614308833854 0.00086375781250804624 0.0010355580734027748 0.00092338072254917935 0.0012212183129764749 0.0010030301582519539 0.00097628164377329776
leaf_weight=978 66 83 83 70 89 103 87 58 66 58 68 58 61 59 67 70 82 52 379 53 67 160 52
leaf_count=978 66 83 83 70 89 103 87 58 66 58 68 58 61 59 67 70 82 52 379 53 67 160 52
internal_value=0 0.000532591 0.000697938 0.00103483 0.00032082 0.000427849 0.0010453 0.00105418 0.000488878 0.00108209 0.000981314 0.00110121 0.000907584 0.000992624 0.000979235 0.000405203 0.00101143 0.00103129 0.0010576 0.000808921 0.00109013 0.00108238 0.000920359
internal_weight=0 627 352 2342 275 186 2272 2185 202 1503 240 1263 172 682 150 136 623 541 437 111 1205 1138 104
internal_count=2969 627 352 2342 275 186 2272 2185 202 1503 240 1263 172 682 150 136 623 541 437 111 1205 1138 104
is_linear=0
shrinkage=0.0032998


Tree=7677
num_leaves=23
num_cat=0
split_feature=3 4 4 2 123 2 15 0 3 150 1453 4 15 0 2 51 0 12 403 51 133 12
split_gain=10.6184 3.26128 2.04122 1.75214 2.1056 0.90044 0.896418 0.620963 0.591109 0.525493 0.421622 0.444545 0.356663 0.402885 0.273361 0.248649 0.432039 0.204184 0.143741 0.141797 0.140186 0.0650938
threshold=-0.049204999999999992 0.27998000000000006 0.31392000000000003 0.10773000000000001 1.0000000180025095e-35 0.12068000000000001 0.015700000000000002 -0.14920999999999998 -0.011629999999999998 0.082965000000000025 -0.077314999999999981 0.0049450000000000006 -0.45775499999999997 -0.11742499999999999 0.13673000000000005 -0.095339999999999994 -0.12851999999999997 0.099680000000000005 -0.028039999999999999 -0.047309999999999998 -0.43104999999999993 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
left_child=2 3 5 4 6 7 15 -1 -6 14 -9 17 -3 -14 -5 -2 -17 20 -19 -13 -12 -21
right_child=1 12 -4 9 8 -7 -8 10 -10 -11 11 19 13 -15 -16 16 -18 18 -20 21 -22 -23
leaf_value=0.001512356925372994 0.0011897305142909965 0.00050462651774303767 0.00069018930278403625 0.00081341967401509126 0.00031579095740080315 0.0008127212054268734 0.0014915341700444643 0.00092213442664257925 0.00080799564024701908 0.00028495854372672107 0.001370838583265026 0.00092117499236229387 0.00042122326373802738 3.8055792857522468e-05 0.00050007240320808851 0.00075084651037900761 0.0010857054293324198 0.0012339131344222736 0.0010360992645882194 0.0011754252850822962 0.0012095657454211097 0.0010499081186894777
leaf_weight=61 64 95 102 70 55 75 52 72 52 54 65 66 61 59 55 73 102 62 130 84 1337 123
leaf_count=61 64 95 102 70 55 75 52 72 52 54 65 66 61 59 55 73 102 62 130 84 1337 123
internal_value=0 0.000700428 0.00114677 0.000829729 0.000951801 0.0011692 0.00109746 0.00118255 0.000555322 0.000558109 0.00117215 0.00118177 0.000353255 0.000233126 0.000675829 0.00101158 0.000946223 0.00120301 0.00110016 0.00105766 0.00121707 0.00110101
internal_weight=0 792 2177 577 398 2075 291 2000 107 179 1939 1867 215 120 125 239 175 1594 192 273 1402 207
internal_count=2969 792 2177 577 398 2075 291 2000 107 179 1939 1867 215 120 125 239 175 1594 192 273 1402 207
is_linear=0
shrinkage=0.0032998


Tree=7678
num_leaves=16
num_cat=0
split_feature=3 40 40 15 43 0 0 15 42 1 0 51 16 52 13
split_gain=0.287194 0.145219 0.143586 0.130776 0.164108 0.143383 0.130463 0.132346 0.105311 0.178269 0.118513 0.101751 0.0953524 0.075569 0.067208
threshold=0.31351000000000001 -0.08440499999999998 -0.09867999999999999 0.098550000000000013 -0.048179999999999994 0.148925 -0.22480499999999998 -0.092389999999999986 0.092110000000000011 0.12700000000000003 -0.14920999999999998 0.14122000000000004 0.0015850000000000003 0.10236500000000001 -0.050424999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 12 6 7 -3 10 14 -8 -12 -5 -6 -10
right_child=-2 3 -4 4 13 -7 8 -9 9 -11 11 -13 -14 -15 -16
leaf_value=0.0028871485436138935 -0.0062711608797817167 0.002116999832552121 -0.0087405009040722372 0.0070425797024361208 0.013357048669682443 0.011405285204340067 0.010069193111226777 -0.0092370134085478211 0.0025220726899742854 -0.0088147607448972442 0.0028102006230785515 0.010179148051140993 -0.0014908954347443147 0.0056360066248137951 -0.0037485459714539831
leaf_weight=60 102 64 60 68 91 52 71 53 349 52 1694 55 81 61 56
leaf_count=60 102 64 60 68 91 52 71 53 349 52 1694 55 81 61 56
internal_value=0 0.00281115 -0.0029117 0.0030618 0.00637614 0.00265321 0.00246236 -0.00301092 0.00274438 0.000455851 0.00331804 0.00304296 0.00239152 0.0102703 0.00165059
internal_weight=0 2867 120 2747 301 2446 2394 117 2277 457 1820 1749 149 152 405
internal_count=2969 2867 120 2747 301 2446 2394 117 2277 457 1820 1749 149 152 405
is_linear=0
shrinkage=0.16829


Tree=7679
num_leaves=18
num_cat=0
split_feature=1 52 47 124 1 147 14 3 1 3 12 4 3 150 52 4 3
split_gain=15.8209 2.4766 2.24247 0.881534 0.857895 0.615566 0.517444 0.440656 0.402357 0.370526 0.327295 0.295286 0.582431 0.260726 0.213008 0.20058 0.162524
threshold=0.10575500000000002 -0.40891499999999997 0.078345000000000012 -0.048219999999999992 0.12288500000000001 0.085900000000000018 0.064610000000000015 -0.039864999999999991 0.092845000000000025 -0.047774999999999991 0.11819000000000002 -0.4950449999999999 -0.11749 0.084800000000000014 -0.065394999999999995 0.0060300000000000015 -0.010434999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 9 6 10 -4 -1 -3 11 -5 -13 -11 -6 -14 -16
right_child=1 2 7 5 14 -7 -8 -9 -10 13 -12 12 15 -15 16 -17 -18
leaf_value=0.0011314901050321299 0.0012806478882574342 0.00078355334911737876 0.0011290368209054516 0.0014218242778074759 0.00011277247062223421 0.00095589384040842891 0.0015081035141218391 0.00076165815244760425 0.00071991294723642804 0.00061438634859147705 0.0010218670608083066 0.00098766644254292971 0.0012634995904154125 0.00031430135292142604 0.00049013292633516645 0.0011657427819283827 0.00027330313146167143
leaf_weight=52 58 73 61 99 53 84 80 88 53 76 77 100 1515 55 61 282 102
leaf_count=52 58 73 61 99 53 84 80 88 53 76 77 100 1515 55 61 282 102
internal_value=0 0.000630603 0.00056428 0.00122091 0.000440732 0.00123483 0.00124569 0.000912298 0.000924077 0.000594362 0.00123555 0.00124377 0.00123446 0.000488665 0.000295474 0.00124818 0.000354664
internal_weight=0 627 569 2342 420 2237 2153 149 105 204 2073 1996 1897 131 216 1797 163
internal_count=2969 627 569 2342 420 2237 2153 149 105 204 2073 1996 1897 131 216 1797 163
is_linear=0
shrinkage=0.0032998


Tree=7680
num_leaves=17
num_cat=0
split_feature=4 3 39 4 1375 14 3 13 13 42 3 39 3 133 3 3
split_gain=5.83472 1.82011 1.1548 0.72372 0.534753 0.433453 0.711183 0.422218 0.344183 0.299578 0.290815 0.273777 0.222676 0.191359 0.105637 0.0425612
threshold=0.27998000000000006 0.17351000000000003 0.055555000000000007 -0.50139499999999992 -0.14057999999999995 0.073890000000000011 -0.11151499999999999 0.044405000000000007 0.066620000000000026 0.093705000000000024 -0.069909999999999986 0.10705500000000003 0.13772500000000001 0.087045000000000025 0.0025650000000000004 -0.0082999999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 8 9 -6 12 -8 13 14 15 -2 -4
right_child=7 -3 11 4 5 -7 10 -9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0010823918449812783 0.00041583936614649251 0.00027041122337543525 0.00078224670751089905 0.00047512383564722653 0.00037512711853473335 0.001027242109894714 0.00083589587613145029 5.5530689727223386e-05 0.00069758570385924088 0.00019074253454230287 0.0007307706659858646 0.00035047359518691474 0.00027098422444796167 0.0004733290809742459 0.00060920930375209356 0.00064236441202970905
leaf_weight=105 62 75 52 54 55 96 1596 59 108 77 357 52 61 58 65 53
leaf_count=105 62 75 52 54 55 96 1596 59 108 77 357 52 61 58 65 53
internal_value=0 0.00077788 0.000792584 0.000813615 0.000801145 0.000809088 0.000799174 0.000308689 0.000588997 0.000364919 0.000816697 0.000560491 0.00043607 0.000627274 0.000515086 0.000711975
internal_weight=0 2661 2586 2371 2266 2212 2116 324 163 265 1953 215 188 163 127 105
internal_count=2985 2661 2586 2371 2266 2212 2116 324 163 265 1953 215 188 163 127 105
is_linear=0
shrinkage=0.0032998


Tree=7681
num_leaves=25
num_cat=0
split_feature=15 12 12 156 147 13 12 16 0 15 52 12 15 14 0 0 15 15 0 15 52 13 16 12
split_gain=11.8148 5.04048 1.58624 1.42931 1.01578 1.12625 0.780603 0.510075 0.506993 0.563011 0.635688 0.502492 0.310449 0.239842 0.751106 0.191993 0.179669 0.120834 0.168309 0.231455 0.0993608 0.0591091 0.0754008 0.0488043
threshold=-0.26361999999999991 0.078120000000000009 0.13936000000000001 0.094245000000000009 0.088815000000000019 -0.27740999999999993 0.093455000000000024 -0.25397999999999993 0.056895000000000008 -0.0058149999999999999 -0.088284999999999988 -0.042789999999999988 -0.46970499999999993 0.073890000000000011 -0.10934999999999999 -0.018054999999999998 -0.011749999999999998 0.079600000000000018 0.121355 -0.065419999999999992 -0.081164999999999987 -0.046389999999999994 -0.073309999999999986 0.096210000000000004
decision_type=2 2 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 6 4 5 -2 13 -8 9 10 -7 12 -1 14 -3 16 -16 18 19 -9 -11 23 -23 -19
right_child=1 2 -4 -5 -6 8 7 17 -10 20 -12 -13 -14 -15 15 -17 -18 21 -20 -21 -22 22 -24 -25
leaf_value=0.00065532144191852754 0.00077447001096659089 0.0012556792149709848 0.0010023291557425256 0.0016806367743677859 0.00071125609290360599 0.0014961431061646117 0.0011549637819530335 0.0014594899170617308 0.00093709369001473866 0.0013640379441988435 0.0011080547471675598 0.00082377301759982836 0.00032014302443573295 0.0017909494211298727 0.0016344146722964022 0.0017891608817781209 0.0015477883317758043 0.0013892682929775289 0.0015984259036408482 0.001256340153933338 0.0015695738917795813 0.0016297754317341831 0.0014733733504187897 0.0015262183083602685
leaf_weight=68 67 80 64 56 58 60 63 191 55 52 207 98 55 57 430 52 767 61 54 95 61 94 64 76
leaf_count=68 67 80 64 56 58 60 63 191 55 52 207 98 55 57 430 52 767 61 54 95 61 94 64 76
internal_value=0 0.0014401 0.00151562 0.00117671 0.00112626 0.00117413 0.00153137 0.00144079 0.00123561 0.00127873 0.0011954 0.000646923 0.000505731 0.00157696 0.00156776 0.00158772 0.00157894 0.00146909 0.001425 0.00139213 0.0014753 0.00151979 0.00156665 0.0014655
internal_weight=0 2764 2148 616 560 502 2084 698 435 380 267 221 123 1386 1329 1249 1197 635 340 286 113 295 158 137
internal_count=2985 2764 2148 616 560 502 2084 698 435 380 267 221 123 1386 1329 1249 1197 635 340 286 113 295 158 137
is_linear=0
shrinkage=0.0032998


Tree=7682
num_leaves=24
num_cat=0
split_feature=2 30 2 3 3 3 15 13 160 52 52 15 13 51 2 51 2 133 2 2 52 52 15
split_gain=4.86076 1.78418 0.999466 0.944631 0.617446 0.493594 0.808576 0.396716 0.320778 0.299516 0.513218 0.275275 0.241022 0.239102 0.232521 0.181972 0.156598 0.242113 0.195919 0.144918 0.0936812 0.171225 0.0225
threshold=0.11152000000000002 0.086055000000000006 0.14808000000000002 0.11269500000000002 0.11745500000000002 -0.073614999999999986 -1.0000000180025095e-35 -0.00080499999999999983 -0.012019999999999998 -0.085009999999999988 -0.00031999999999999992 -0.38214499999999996 -0.14847499999999997 -0.09021499999999999 0.25063000000000007 -0.11683999999999999 0.091235000000000024 0.024055000000000003 0.072175000000000017 0.12250500000000002 -0.41694999999999993 0.0030150000000000008 -0.083859999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 11 12 8 -8 22 -10 -11 -2 -1 15 -4 -14 18 -18 -15 -6 -13 -22 -7
right_child=2 -3 14 -5 19 6 7 -9 9 10 -12 20 13 16 -16 -17 17 -19 -20 -21 21 -23 -24
leaf_value=0.0010464542150597335 0.00041005976539207811 0.00029663359604517229 0.00031600687776227581 0.00039811685372706794 0.00018187739962553985 0.00083748188854313994 0.00074152706265136052 0.0010385214834154209 0.00072119788034757601 0.00023632190606410897 0.00062811550328832567 0.00076537799941989507 0.00079626677338328581 0.00080376829666817511 3.6706586615280444e-05 0.00054794597507527452 0.00069597300239092764 0.0008692033052610876 0.00089450197502544636 0.00042872842698544881 0.00051328697011562428 0.00072567378839483209 0.00073002354745940127
leaf_weight=62 66 78 73 61 53 52 96 103 85 60 94 62 87 397 59 53 175 184 811 52 91 79 52
leaf_count=62 66 78 73 61 53 52 96 103 85 60 94 62 87 397 59 53 175 184 811 52 91 79 52
internal_value=0 0.000788409 0.000441063 0.000804565 0.00052274 0.000815279 0.000727675 0.000895425 0.000630248 0.000563157 0.000475697 0.000599532 0.000842099 0.000834656 0.000191435 0.000702511 0.00084644 0.000784858 0.000864712 0.000304463 0.000653281 0.000612192 0.000784091
internal_weight=0 2450 535 2372 403 2311 542 199 343 239 154 298 1769 1707 132 140 1567 359 1208 105 232 170 104
internal_count=2985 2450 535 2372 403 2311 542 199 343 239 154 298 1769 1707 132 140 1567 359 1208 105 232 170 104
is_linear=0
shrinkage=0.0032998


Tree=7683
num_leaves=15
num_cat=0
split_feature=40 1375 4 13 14 1210 151 1 12 12 2 14 13 1
split_gain=0.305249 0.255677 0.178897 0.159864 0.186863 0.177933 0.205133 0.206062 0.170547 0.139437 0.120375 0.16534 0.0765023 0.046774
threshold=0.0052450000000000005 -0.16449999999999998 0.27998000000000006 -0.16392499999999996 0.020750000000000005 -0.08019999999999998 -0.084059999999999982 0.079805000000000015 0.097060000000000021 0.099170000000000022 -0.0011799999999999998 -0.10523499999999998 -0.049204999999999992 0.11239500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 12 7 -7 -8 10 -4 -12 -5 -13
right_child=-2 2 9 4 -6 6 8 -9 -10 -11 11 13 -14 -15
leaf_value=-0.0059247177155817825 -0.004950318084148129 -0.00081034525746567917 0.010443047647659307 -0.0041057027403419719 0.013693344644999716 0.0061973218425688025 0.0079494554610492103 -0.0039704253239525008 0.0042163284742253431 -0.0059967416049411257 0.0094224027487649371 0.0020178008817844572 0.0044028836416308134 -0.0044625466777069595
leaf_weight=53 79 86 56 63 100 131 1580 99 447 52 53 54 57 75
leaf_count=53 79 86 56 63 100 131 1580 99 447 52 53 54 57 75
internal_value=0 0.00564005 0.00585552 0.00630408 0.00655182 0.00625062 0.00658636 0.00181296 0.0071271 0.00188496 0.00361456 0.00150361 -4.91526e-05 -0.00173592
internal_weight=0 2906 2853 2563 2477 2377 2257 230 2027 290 238 182 120 129
internal_count=2985 2906 2853 2563 2477 2377 2257 230 2027 290 238 182 120 129
is_linear=0
shrinkage=0.16829


Tree=7684
num_leaves=16
num_cat=0
split_feature=44 1374 4 2 376 1210 52 0 4 51 16 43 16 0 16
split_gain=0.185203 0.154902 0.143908 0.11382 0.0956016 0.0911817 0.121171 0.0889346 0.171109 0.165169 0.112083 0.0960417 0.0886504 0.0716026 0.0766391
threshold=1.0000000180025095e-35 -0.095439999999999983 0.27998000000000006 0.153865 0.084770000000000026 -0.079609999999999986 0.048245000000000003 0.11737000000000002 -0.15366499999999997 0.07412500000000001 0.18286500000000003 -0.081189999999999984 -0.54364499999999982 -0.0058249999999999994 -0.50318999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 12 5 6 -3 8 9 -7 -9 -10 -4 14 -14
right_child=-2 2 3 -5 -6 7 -8 10 11 -11 -12 -13 13 -15 -16
leaf_value=-0.0048085379442405719 0.014331188469720606 -0.0054196854271370901 0.0058358895350757263 0.0082776464900311351 -0.001990324797579027 0.0066974878717296392 0.0050917360242364786 -0.0049912577458262573 0.0067129371303231451 0.018116704787873108 0.0052313460105533911 0.0042862211032628139 0.0010140030212042648 0.0033745419457280866 -0.0065463381701834971
leaf_weight=52 53 54 53 52 56 99 73 53 696 57 71 1401 61 55 99
leaf_count=52 53 54 53 52 56 99 73 53 696 57 71 1401 61 55 99
internal_value=0 0.00427818 0.00444287 0.00107094 0.00486366 0.00501766 0.000608166 0.0052525 0.00549414 0.0108814 0.000847519 0.00509251 -0.000320677 -0.0018467 -0.00365273
internal_weight=0 2932 2880 320 2560 2504 127 2377 2253 156 124 2097 268 215 160
internal_count=2985 2932 2880 320 2560 2504 127 2377 2253 156 124 2097 268 215 160
is_linear=0
shrinkage=0.16829


Tree=7685
num_leaves=19
num_cat=0
split_feature=1 51 10 1 160 475 3 12 160 1 483 160 0 51 3 12 12 457
split_gain=0.149159 0.11619 0.118223 0.136259 0.125078 0.116238 0.111436 0.11067 0.0886916 0.0851883 0.081686 0.124261 0.0848848 0.128842 0.0711546 0.12929 0.100865 0.068005
threshold=0.14195000000000002 0.11371000000000002 -0.084119999999999986 0.09803000000000002 -0.54959499999999994 -0.0019549999999999997 0.11878500000000002 0.087135000000000004 -1.0000000180025095e-35 0.15618500000000002 -0.087529999999999983 0.12231000000000002 -0.14259999999999998 0.08290500000000002 -0.078644999999999979 0.093815000000000023 -1.0000000180025095e-35 0.084825000000000012
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 7 14 -5 -3 -2 11 -6 13 -12 15 -7 -16 -14
right_child=9 8 3 5 10 6 -8 -9 -10 -11 12 -13 17 -15 16 -17 -18 -19
leaf_value=0.011154987969176584 -0.0064251583906467331 0.0051957632169015635 -0.0035501866660071937 0.011296288201684998 -0.0051419401196390819 -0.0079655859507092412 -0.0056148686457734289 0.00070449230797253769 0.012931817201948383 0.002941486546782304 0.012522401915322211 0.0057354414803681341 0.0044444016383757548 0.0020760335103731354 0 0.0032053351098443763 0.0068046817918980072 0.010015528203278525
leaf_weight=65 58 98 53 60 58 54 75 53 75 52 96 61 1690 52 135 64 114 65
leaf_count=65 58 98 53 60 58 54 75 53 75 52 96 61 1690 52 135 64 114 65
internal_value=0 0.00432285 0.00405019 0.00387391 0.00450083 0.0015268 0.000291102 0.00634435 0.00855993 -0.00198096 0.00471275 0.000418763 0.00498032 0.0088642 0.00150294 -0.00189156 0.00311879 0.00465176
internal_weight=0 2868 2695 2630 2075 555 442 113 173 110 2022 119 1903 148 367 118 249 1755
internal_count=2978 2868 2695 2630 2075 555 442 113 173 110 2022 119 1903 148 367 118 249 1755
is_linear=0
shrinkage=0.16829


Tree=7686
num_leaves=17
num_cat=0
split_feature=10 10 10 130 42 12 132 475 0 42 52 42 132 12 0 15
split_gain=0.111174 0.265741 0.1339 0.0974052 0.126444 0.0733107 0.0969226 0.0830125 0.0873393 0.0731198 0.056493 0.0540516 0.0421061 0.022693 0.0124297 0.0078843
threshold=-0.36237499999999995 -0.07564499999999999 -1.0000000180025095e-35 0.089415000000000008 -0.076394999999999977 0.097345000000000015 0.090090000000000017 0.0072950000000000003 -0.077574999999999991 0.11080500000000001 0.095870000000000011 -1.0000000180025095e-35 0.098360000000000017 0.090165000000000009 -0.080324999999999994 0.097920000000000021
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 7 8 -4 10 11 -7 -8 -5 -15 -11
right_child=1 2 3 4 -6 9 12 -9 -10 15 -12 -13 -14 14 -16 -17
leaf_value=-0.0042213644569605059 0.015246128242616099 -0.0051282251497661675 0.0035088626934408661 0.011845510843330928 0.0010634423036085009 0.0053950957915489357 -0.0052796417540787724 0.0089543495024976324 0.00091947725640231326 0.0075300890207715123 0.0080359288626968752 -0.0001806098462719116 0.00090260599273146822 0.0094849092075070217 0.0058173452394777361 0.010623100183862998
leaf_weight=53 54 52 1509 61 80 91 54 66 491 54 68 106 73 58 55 53
leaf_count=53 54 52 1509 61 80 91 54 66 491 54 68 106 73 58 55 53
internal_value=0 0.0035407 0.00331991 0.00347638 0.00662646 0.00316374 0.00279148 0.00306918 0.00287407 0.00535348 0.00384246 0.00238585 -0.00171192 0.00917384 0.00771571 0.00907893
internal_weight=0 2925 2871 2819 254 2565 2193 2066 2000 372 265 197 127 174 113 107
internal_count=2978 2925 2871 2819 254 2565 2193 2066 2000 372 265 197 127 174 113 107
is_linear=0
shrinkage=0.16829


Tree=7687
num_leaves=32
num_cat=0
split_feature=12 12 3 3 15 0 3 49 12 52 15 0 15 52 0 12 16 11 15 0 474 403 1213 1210 49 133 51 52 12 0 12
split_gain=6.3496 1.81491 1.81291 1.47924 1.08884 0.650686 0.570851 0.487277 0.447462 0.378692 0.245572 0.227777 0.226643 0.201168 0.326611 0.197866 0.18272 0.344986 0.168412 0.237086 0.164026 0.165048 0.197959 0.133408 0.124481 0.114403 0.0947715 0.0879379 0.0831527 0.0815892 0.0735183
threshold=0.056995000000000011 0.14472000000000004 0.13772500000000001 0.076825000000000018 -0.24511999999999998 -0.068669999999999995 0.11391500000000002 -1.0000000180025095e-35 0.090285000000000018 -0.031059999999999997 -0.035654999999999992 -0.11991499999999998 -0.24511999999999998 -0.45635499999999996 -0.06952499999999999 -0.067899999999999988 -0.041434999999999993 1.0000000180025095e-35 -0.11367999999999999 -0.095724999999999991 0.090785000000000018 -0.23730999999999999 0.05068000000000001 -0.063274999999999984 0.083250000000000005 -0.10298999999999998 -0.10056999999999998 0.50618500000000011 0.099680000000000005 -0.074504999999999988 0.095110000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 29 9 7 -5 11 -6 13 -2 -4 -10 18 -7 23 27 -15 -20 21 -13 24 -12 -23 -25 -9 30 -27 -1 -18
right_child=1 -3 12 6 5 15 -8 26 10 -11 16 20 -14 14 -16 -17 17 -19 19 -21 -22 22 -24 25 -26 28 -28 -29 -30 -31 -32
leaf_value=0.00030628907291438813 0.00096070321890963546 0.00052911445718872635 0.00055073629528177052 0.00090285785177564261 0.00075329697892673544 0.00071604093123136831 0.00072533770139421349 0.0011421622795430345 0.0011282180509013544 0.0010601369285728596 0.00097626208945716161 0.0009975081367106359 0.00028436287550366552 0.0011564971551128699 0.00078178468762476572 0.00044176305502605773 0.00097076567935580084 0.001234718271410581 0.00077219297248270514 0.0010339922223298187 0.00097710459572892573 0.0011350506029307425 0.0013182813018832492 0.001019895840730781 0.0012444639459697978 0.0012325918347214828 0.001348697022305683 0.0010454487222077806 0.0010960880897996268 0.00048967897503783683 0.00079819229948136904
leaf_weight=55 77 65 60 82 87 65 61 53 82 91 54 66 85 64 99 53 56 57 55 130 59 654 94 56 147 171 52 57 77 54 60
leaf_count=55 77 65 60 82 87 65 61 53 82 91 54 66 85 64 99 53 56 57 55 130 59 654 94 56 147 171 52 57 77 54 60
internal_value=0 0.00107328 0.000729077 0.000803243 0.000680074 0.000784024 0.00100424 0.00109504 0.00108998 0.000910363 0.00103975 0.00113657 0.000394829 0.00097897 0.000943701 0.000593147 0.00108414 0.00101013 0.00100794 0.00095635 0.00114981 0.00116037 0.00117234 0.00113159 0.00115517 0.00115907 0.00124478 0.000935928 0.00119035 0.000397466 0.000881807
internal_weight=0 2180 798 653 405 296 248 187 2115 178 1018 1097 145 430 348 118 588 230 249 185 1020 961 895 358 801 304 105 173 248 109 116
internal_count=2978 2180 798 653 405 296 248 187 2115 178 1018 1097 145 430 348 118 588 230 249 185 1020 961 895 358 801 304 105 173 248 109 116
is_linear=0
shrinkage=0.0032998


Tree=7688
num_leaves=28
num_cat=0
split_feature=1 2 12 1 39 2 13 14 49 12 12 2 13 1 1455 12 42 49 1 42 12 49 12 13 1 13 13
split_gain=6.72072 1.91451 1.0658 0.566898 0.516751 0.49688 0.347427 0.252062 0.250638 0.250212 0.194505 0.154933 0.152564 0.209847 0.175046 0.166651 0.174749 0.146171 0.115281 0.111931 0.105059 0.0964952 0.0849023 0.0692869 0.058196 0.0410879 0.0335075
threshold=0.12381000000000002 0.099845000000000003 0.087470000000000006 0.14646500000000004 0.0047850000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 0.073890000000000011 0.065470000000000014 0.11878500000000002 -0.042789999999999988 0.11203000000000002 -0.066634999999999986 0.085720000000000005 -0.088759999999999992 0.087765000000000024 0.085495000000000015 -1.0000000180025095e-35 0.094165000000000013 -0.089024999999999979 -0.081654999999999991 0.088685000000000014 0.093315000000000023 -0.070004999999999998 0.089245000000000005 -0.077034999999999978 -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
left_child=1 4 8 6 7 -6 20 12 10 22 -3 -12 14 15 -1 19 -17 -15 21 -14 -2 -16 -4 -24 -19 -20 -25
right_child=3 2 9 -5 5 -7 -8 -9 -10 -11 11 -13 13 17 18 16 -18 24 25 -21 -22 -23 23 26 -26 -27 -28
leaf_value=0.0006884752439920383 0.00031819616096544629 0.00055376740990579359 0.00086346394114156114 1.0226444552428361e-05 0.00036149842305454227 0.00081297050278105723 0.00050690898250007753 0.0010073645518168751 0.00062799125633857217 0.00053490907907664061 0.0004539099079621156 0.00024341427426777463 0.00079266366523943481 0.00055404853446943813 0.00083217096941203429 0.00081202886260841895 0.0006155130123515301 0.00083171528740131858 0.0010262842150034646 0.00095330419062553801 0.00012158624564116782 0.00095263813857337902 0.00064901072476042203 0.00084484015850093701 0.00071415727349195292 0.0008918301050315525 0.00073592724620694095
leaf_weight=72 59 70 80 89 53 54 74 82 77 61 73 82 77 53 693 300 61 70 58 140 61 86 74 56 171 56 96
leaf_count=72 59 70 80 89 53 54 74 82 77 61 73 82 77 53 693 300 61 70 58 140 61 86 74 56 171 56 96
internal_value=0 0.000763413 0.000610149 0.000228684 0.000814005 0.000589673 0.000328722 0.000826495 0.000464636 0.000729794 0.000408576 0.000342778 0.000818402 0.000786204 0.000847461 0.000823111 0.00077892 0.000713524 0.00086024 0.000896465 0.000218546 0.000845516 0.000768528 0.000734767 0.000748449 0.000960546 0.000776285
internal_weight=0 2695 669 283 2026 107 194 1919 302 367 225 155 1837 872 965 578 361 294 893 217 120 779 306 226 241 114 152
internal_count=2978 2695 669 283 2026 107 194 1919 302 367 225 155 1837 872 965 578 361 294 893 217 120 779 306 226 241 114 152
is_linear=0
shrinkage=0.0032998


Tree=7689
num_leaves=16
num_cat=0
split_feature=3 2 13 13 15 49 13 0 2 1453 1455 2 0 48 3
split_gain=0.121894 0.0960147 0.0937271 0.081455 0.0785072 0.11111 0.154834 0.133202 0.0871792 0.0807092 0.109655 0.0784795 0.068799 0.0467324 0.0379602
threshold=0.25089000000000006 0.14561000000000004 0.27139000000000008 -0.15941999999999998 -0.094839999999999994 1.0000000180025095e-35 -0.057284999999999996 -0.11073999999999999 0.12860500000000002 -0.078199999999999978 0.068185000000000009 0.08647500000000001 -0.11167499999999998 0.084455000000000016 -0.081134999999999985
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 -7 9 -6 -11 -8 -2 -5 -9
right_child=12 -3 -4 4 8 7 11 14 -10 10 -12 -13 -14 -15 -16
leaf_value=0.010276836022116546 0.0024727589869929273 -0.00091589759445472388 0.011539369302488769 0.0012258917455522499 -0.0011039362686543876 0.0099949715669156985 0.00048486450123841796 0.005064772425131211 0.011492828089057775 0.00435533361063514 0.0093152500730881872 -0.0075575429573854535 -0.0057880531326062129 0.0076006583449307989 -0.00083652117548036202
leaf_weight=65 63 95 53 73 70 92 62 52 52 1902 136 76 52 60 75
leaf_count=65 63 95 53 73 70 92 62 52 52 1902 136 76 52 60 75
internal_value=0 0.00432903 0.00450969 0.0043718 0.00422628 0.00229587 1.11237e-05 0.00511492 0.00466336 0.00449404 0.0046872 -0.00393127 -0.00124694 0.00411523 0.00156561
internal_weight=0 2863 2768 2715 2650 490 271 219 2160 2108 2038 138 115 133 127
internal_count=2978 2863 2768 2715 2650 490 271 219 2160 2108 2038 138 115 133 127
is_linear=0
shrinkage=0.16829


Tree=7690
num_leaves=19
num_cat=0
split_feature=4 3 40 11 42 11 3 43 43 4 12 0 12 13 4 3 4 51
split_gain=2.46756 0.990477 0.835874 0.524325 0.446229 0.417023 0.397747 0.716874 0.359701 0.234375 0.226601 0.215981 0.18334 0.161416 0.156364 0.130151 0.127797 0.0701745
threshold=0.27258000000000004 0.11391500000000002 -0.012844999999999997 1.0000000180025095e-35 -0.0047199999999999994 0.084475000000000008 -0.10337499999999998 -0.15802999999999998 -0.049999999999999996 -0.064209999999999989 -1.0000000180025095e-35 -0.061674999999999994 0.098085000000000019 -0.36115499999999995 0.50944500000000004 -0.021559999999999996 -0.14595999999999995 0.022440000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -5 7 -4 15 -3 -8 -6 16 -10 -15 -2 -12 -14
right_child=8 9 3 5 11 -7 10 -9 13 -11 12 -13 17 14 -16 -17 -18 -19
leaf_value=0.00066391586234146804 0.00029743935912866911 0.00048574293034695383 0.00070908930336336545 0.0010115578465927533 0.00042792817055020932 0.00067223735579758552 0.00044051001712339983 0.00023752795577224739 0.00024428759648024881 0.00019374877612127306 0.00080306309944543682 0.00016578612919373784 0.00059194194160697036 0.00037410085437944099 0.00059965376815010083 9.1768614842377796e-05 0.00065007812279845771 0.00046190504069770554
leaf_weight=55 58 52 65 70 78 93 64 77 57 72 64 62 245 99 52 81 1531 59
leaf_count=55 58 52 65 70 78 93 64 77 57 72 64 62 245 99 52 81 1531 59
internal_value=0 0.000604825 0.000619328 0.000637181 0.000411502 0.000818174 0.000623149 0.000453632 0.000308265 0.000316482 0.000635393 0.000312088 0.000641943 0.000395254 0.000452008 0.000177842 0.000656239 0.00056682
internal_weight=0 2587 2463 2268 195 163 2105 142 347 124 1963 140 1899 208 151 139 1595 304
internal_count=2934 2587 2463 2268 195 163 2105 142 347 124 1963 140 1899 208 151 139 1595 304
is_linear=0
shrinkage=0.0032998


Tree=7691
num_leaves=16
num_cat=0
split_feature=106 4 51 44 52 34 43 15 3 4 48 43 43 4 15
split_gain=0.16013 0.19984 0.221774 0.151417 0.100512 0.144218 0.14171 0.127523 0.129213 0.186823 0.0993636 0.098147 0.240252 0.081023 0.0491532
threshold=0.085650000000000018 -0.50139499999999992 0.14829000000000001 1.0000000180025095e-35 -0.0094049999999999984 -0.016844999999999995 -0.15802999999999998 -0.0044499999999999991 -0.13392999999999997 -0.079164999999999985 -0.078904999999999989 -0.077559999999999976 -0.08237499999999999 0.0019650000000000002 0.086605000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 14 11 -9 -10 -8 12 -3 -13 -7
right_child=-2 2 -4 -5 5 6 10 8 9 -11 -12 13 -14 -15 -16
leaf_value=0.011043808106022405 -0.0051243086044798491 0.0040552227536651405 -0.0055058591485649165 0.012537890855772848 0.012869336184922579 0.011946479248339718 -0.0036605990183754631 0.005037824401621707 0.00011248059231199614 -0.012306407746935326 0.0038086544571417787 0.0025561794203760274 -0.0046782515674788534 0.0082201308633090605 0.0052209397671736353
leaf_weight=102 59 317 76 54 54 80 52 61 100 52 1461 135 124 155 52
leaf_count=102 59 317 76 54 54 80 52 61 100 52 1461 135 124 155 52
internal_value=0 0.00372011 0.00345007 0.00370311 0.00352193 0.00429655 0.00401404 0.00212587 -0.00149195 -0.00412427 0.00355076 0.00318249 0.00159548 0.00558966 0.00931064
internal_weight=0 2875 2773 2697 2643 1699 1645 944 213 152 1513 731 441 290 132
internal_count=2934 2875 2773 2697 2643 1699 1645 944 213 152 1513 731 441 290 132
is_linear=0
shrinkage=0.16829


Tree=7692
num_leaves=12
num_cat=0
split_feature=1443 51 10 34 14 133 156 2 133 13 13
split_gain=0.105204 0.0856951 0.0940702 0.217163 0.102081 0.0958756 0.105487 0.117667 0.0818354 0.103699 0.0511864
threshold=0.088395000000000015 0.14829000000000001 -0.084119999999999986 -0.066379999999999981 -0.13131999999999996 0.093405000000000016 0.11182500000000002 0.088555000000000009 0.118995 -0.052124999999999998 -0.081464999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 7 -6 10 -10 -7
right_child=-2 -3 3 4 5 8 -8 -9 9 -11 -12
leaf_value=0.0080670338726136215 0.010249412188285593 -0.0025784606051704071 -0.0051216074480122161 0.0082912097693848223 0.0032767511568490061 0.012291288930857416 0.0082901354143362482 0.0006336935363401593 -0.00036580898190970417 0.0057598859525605081 0.0058798731767885576
leaf_weight=99 55 81 95 102 1057 55 81 873 125 207 104
leaf_count=99 55 81 95 102 1057 55 81 873 125 207 104
internal_value=0 0.00280599 0.00296251 0.00277461 0.00306337 0.00284953 0.00233309 0.00208214 0.00496109 0.00344811 0.00810896
internal_weight=0 2879 2798 2699 2604 2502 2011 1930 491 332 159
internal_count=2934 2879 2798 2699 2604 2502 2011 1930 491 332 159
is_linear=0
shrinkage=0.16829


Tree=7693
num_leaves=13
num_cat=0
split_feature=39 4 1456 1 1 10 133 1429 47 0 2 133
split_gain=0.175277 0.184928 0.11669 0.099225 0.159512 0.157858 0.110351 0.132171 0.0814864 0.0757174 0.0960989 0.0593073
threshold=0.089030000000000012 -0.50139499999999992 -0.11497999999999998 0.14450000000000005 0.11829500000000003 -0.0096749999999999978 0.085785000000000014 0.048630000000000007 0.085585000000000008 -0.028049999999999995 0.11454500000000002 0.09117500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -7 -6 10 -2 -8
right_child=9 2 3 -5 8 6 11 -9 -10 -11 -12 -13
leaf_value=0.0099486855341355748 0.0037524153288558738 -0.003344448159078757 0.011090479553909717 0.0096730276743209661 -0.0058019292976519751 0.0023486903159776733 0.0068676428696423817 -0.0038339541645824038 0.0020754478184018175 -0.0069556501700127294 -0.0040238899447951467 0.003464946596264281
leaf_weight=100 90 91 66 58 92 1415 208 105 62 62 90 495
leaf_count=100 90 91 66 58 92 1415 208 105 62 62 90 495
internal_value=0 0.00284111 0.00256621 0.00278199 0.00261765 0.00297074 0.00272886 0.00192042 -0.00261885 -0.00188299 -0.000125756 0.00447427
internal_weight=0 2692 2592 2501 2443 2289 2223 1520 154 242 180 703
internal_count=2934 2692 2592 2501 2443 2289 2223 1520 154 242 180 703
is_linear=0
shrinkage=0.16829


Tree=7694
num_leaves=18
num_cat=0
split_feature=3 3 15 106 1 1 132 1 13 1454 13 49 1 1 1 15 13
split_gain=0.109352 0.240891 0.134819 0.112571 0.111324 0.25677 0.0781421 0.127183 0.102115 0.0729893 0.204139 0.0816383 0.0635763 0.0866011 0.0592051 0.0378417 0.0207703
threshold=-0.13117499999999996 -0.10337499999999998 0.037885000000000009 0.085275000000000004 0.10373000000000002 0.083250000000000005 0.10779000000000001 0.12040000000000002 -0.010129999999999998 0.079885000000000012 -0.083354999999999985 0.13281000000000001 0.14720000000000003 0.13699000000000003 0.089825000000000002 -0.10646499999999999 0.094890000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 6 5 -1 7 9 -8 11 -11 14 13 15 -3 -9 -6
right_child=1 3 -4 -5 16 -7 8 12 -10 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0069178934217626071 -0.0071706139153576388 0.0029798440838862935 0.011014321897580283 -0.0056082761793035179 0.0043607808453026151 -0.009283519523393036 0.011870737940532571 -0.0037557636293927498 0.0017701684818142117 -0.0093040288580030148 0.0048416028580131332 0.0088383260298946914 0.0028765773727880938 -0.0081582765857030146 0.00088337664010374448 0.0021376615036925277 0.0091465721835800647
leaf_weight=58 84 1430 80 54 53 53 53 57 62 54 62 58 66 65 524 67 54
leaf_count=58 84 1430 80 54 53 53 53 57 62 54 62 58 66 65 524 67 54
internal_value=0 0.00169214 0.00509727 0.00198456 0.00291763 -0.000801731 0.00214942 0.00194157 0.00644084 0.0023675 -0.00172794 0.00260451 -0.00160585 -0.00318065 0.00241856 -0.000556924 0.00679283
internal_weight=0 2636 298 2552 218 111 2498 2383 115 2128 116 2012 255 189 1954 124 107
internal_count=2934 2636 298 2552 218 111 2498 2383 115 2128 116 2012 255 189 1954 124 107
is_linear=0
shrinkage=0.16829


Tree=7695
num_leaves=29
num_cat=0
split_feature=2 12 2 2 2 0 12 0 10 2 0 31 16 1210 0 160 16 2 457 1210 0 51 0 13 16 16 0 52
split_gain=9.24283 4.13931 1.53388 1.43003 1.42917 0.648754 0.64245 0.400375 0.366873 0.364339 0.353544 0.304769 0.245046 0.224027 0.187613 0.179682 0.166826 0.149631 0.127288 0.136405 0.134887 0.120365 0.14753 0.102585 0.0926245 0.0833603 0.0415335 0.0843375
threshold=0.12026500000000001 1.0000000180025095e-35 0.16730000000000003 0.072175000000000017 0.10433000000000002 -0.10028499999999999 0.09253500000000002 -0.042499999999999989 0.057650000000000007 0.088005000000000014 -0.045139999999999993 -0.017869999999999997 -0.090344999999999995 -0.08211499999999998 -0.038724999999999989 -0.52336499999999997 0.041025000000000006 0.10859000000000001 0.041935000000000007 -0.057539999999999994 -0.086274999999999977 0.090380000000000016 -0.072529999999999983 -0.014114999999999997 -0.069694999999999993 -0.087699999999999986 -0.068669999999999995 -0.013125
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 8 9 -2 13 -7 11 -5 12 -1 23 -3 24 -15 21 -6 19 -17 -21 22 -14 -8 -11 -19 27 -18
right_child=2 6 -4 4 17 7 10 -9 -10 14 -12 -13 16 15 -16 18 26 25 -20 20 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00040115848790288718 0.000295069669578132 0.0012615925717154805 -4.2228307171778312e-06 0.0011991621660333257 0.00073464066678170304 0.00076813992949442569 0.00094663353383779862 0.0004482559960752216 0.00026520150960039016 0.00093003894365028021 0.00077451576572709147 0.0007158923498111864 0.0011485184272726995 0.0012186129009623518 0.0010756275017600671 0.00089926936200593289 0.00081552651084732875 0.00061487226133713577 0.0009369067005094581 0.0011183615226287855 0.0010388613798884385 0.00091840548851857213 0.00098934977819221579 0.00075972934050212064 0.00072746293160197916 0.00042520012502556188 0.0010042603388772996 0.00099861653081546506
leaf_weight=60 97 70 81 71 55 101 70 75 58 52 103 78 178 82 52 53 67 52 95 452 532 57 106 65 52 53 70 52
leaf_count=60 97 70 81 71 55 101 70 75 58 52 103 78 178 82 52 53 67 52 95 452 532 57 106 65 52 53 70 52
internal_value=0 0.000962177 0.000394114 0.000716613 0.000833046 0.000512431 0.00103193 0.000632026 0.000486537 0.00100163 0.000956024 0.000579307 0.000984085 0.0010773 0.000911495 0.00106665 0.00101641 0.000593654 0.00105561 0.00106645 0.00107542 0.00106078 0.00108923 0.000856904 0.00082909 0.000519469 0.000936175 0.000895828
internal_weight=0 2635 354 583 387 273 2052 176 196 227 768 138 665 1284 156 1214 530 160 1132 1037 984 341 284 135 104 105 189 119
internal_count=2989 2635 354 583 387 273 2052 176 196 227 768 138 665 1284 156 1214 530 160 1132 1037 984 341 284 135 104 105 189 119
is_linear=0
shrinkage=0.0032998


Tree=7696
num_leaves=29
num_cat=0
split_feature=4 12 2 2 4 2 2 12 4 2 34 0 2 0 4 12 402 0 0 133 133 2 0 4 12 12 403 2
split_gain=6.06151 2.02119 1.01308 0.807828 0.697685 0.605297 0.331914 0.304073 0.29075 0.286698 0.301415 0.198126 0.197517 0.177453 0.194098 0.144149 0.0918962 0.0911631 0.0826393 0.172759 0.114467 0.0826326 0.0754401 0.0673881 0.0653433 0.0640557 0.0536427 0.0386152
threshold=0.27998000000000006 0.056995000000000011 0.10859000000000001 0.072175000000000017 -0.011209999999999999 0.13154000000000002 0.087665000000000007 0.09253500000000002 -0.081579999999999986 0.153865 -0.023104999999999997 -0.11991499999999998 0.11504500000000002 -0.032274999999999991 -0.010264999999999998 -0.053404999999999987 0.09253500000000002 -0.071749999999999994 -0.082454999999999987 -0.035699999999999989 0.09117500000000002 0.11002000000000002 -0.082304999999999975 -0.0101 -0.014854999999999998 0.11064500000000001 -0.0055949999999999984 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=1 2 3 4 -1 7 -5 11 -8 10 -2 -3 -12 14 22 -4 18 -14 20 -20 -13 25 -9 -17 -10 -16 -18 -24
right_child=9 5 15 6 -6 -7 8 13 24 -11 12 16 17 -15 21 23 26 -19 19 -21 -22 -23 27 -25 -26 -27 -28 -29
leaf_value=0.00019484985518083631 0.00012930389101710303 0.00069451806367870389 0.00050555295115306022 0.0010047438655304299 0.00069007683016654832 0.00047622527459574956 0.00089359193139662899 0.00093628531112723392 0.00070788559112453474 8.9831194270053197e-05 0.00052029084115907151 0.00089734596497747935 0.00038879148892845375 0.00062583552462742314 0.00063760881348194664 0.00039235991701883413 0.0010425675329628894 0.0002120392275683715 0.0006622180365199983 0.00085244137676445753 0.0007574594634369179 0.00083207206967982701 0.00078574538965683991 0.00022271503430407381 0.00055593945736008598 0.0007756011742239932 0.00089769154526813191 0.00085854916408188741
leaf_weight=56 56 76 66 62 70 55 74 71 66 57 91 617 84 79 125 52 52 53 65 305 75 54 226 53 65 57 77 150
leaf_count=56 56 76 66 62 70 55 74 71 66 57 91 617 84 79 125 52 52 53 65 305 75 54 226 53 65 57 77 150
internal_value=0 0.000771835 0.000596362 0.000688727 0.000470256 0.000819307 0.000791693 0.00082859 0.000727087 0.000304239 0.000347147 0.000860175 0.000400498 0.000776026 0.000793346 0.000383881 0.000870716 0.00032067 0.000860279 0.000819119 0.000882236 0.000715732 0.000834245 0.000307065 0.000632761 0.00068102 0.000956364 0.000814883
internal_weight=0 2648 564 393 126 2084 267 2029 205 341 284 1267 228 762 683 171 1191 137 1062 370 692 236 447 105 131 182 129 376
internal_count=2989 2648 564 393 126 2084 267 2029 205 341 284 1267 228 762 683 171 1191 137 1062 370 692 236 447 105 131 182 129 376
is_linear=0
shrinkage=0.0032998


Tree=7697
num_leaves=31
num_cat=0
split_feature=4 3 2 2 123 3 4 3 0 0 4 3 2 2 0 2 0 16 16 0 1456 1212 16 16 2 42 42 16 3 0
split_gain=11.0071 4.06802 2.11283 0.85183 0.791526 0.825275 0.606198 0.56086 0.485013 0.413972 0.393581 0.261876 0.236914 0.199272 0.269916 0.183228 0.282153 0.355168 0.201771 0.170021 0.138384 0.103579 0.102818 0.102383 0.0798624 0.0679211 0.143803 0.076732 0.0658153 0.0568065
threshold=0.27998000000000006 -0.066229999999999997 0.14561000000000004 0.15205000000000002 0.081180000000000016 0.10766000000000002 -0.029404999999999997 -0.11749 -0.07106999999999998 -0.046614999999999997 -0.42305999999999994 -0.011259999999999997 0.10773000000000001 0.08647500000000001 -0.10298499999999998 0.090020000000000017 -0.09466999999999999 -0.20132999999999998 0.041025000000000006 -0.084324999999999997 -0.052914999999999997 0.087685000000000013 0.18286500000000003 -0.082244999999999985 0.092155000000000015 0.091555000000000011 0.085695000000000007 -0.082359999999999989 -0.074234999999999982 -0.044434999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 7 5 13 -7 -2 12 15 -11 -6 -9 19 -15 18 17 -17 21 -3 -18 25 -20 -23 -22 26 -1 -27 -26 -16
right_child=3 2 -4 -5 11 6 -8 8 -10 10 -12 -13 -14 14 29 16 20 -19 22 -21 24 23 -24 -25 28 27 -28 -29 -30 -31
leaf_value=0.0011731553528111715 0.00073598778745451599 0.0012514600049070394 0.00028241583652076401 5.6449511270402325e-05 0.00052139668497998368 0.00096144603228357037 0.00046895725463985872 0.00033945446625046732 0.00014979755154713095 0.00110107799951518 0.00077177217469239249 0.00081566396478515411 0.00061235598313901061 0.0008347985088765869 0.0010095585623562432 0.0011182984140405436 0.0012745518944660677 0.00073470607948353662 0.0009495422837490214 0.0010030568365738152 0.0011922442648036962 0.0011866093838771104 0.0011223447762594781 0.0010193789503523108 0.001100673326244883 0.0010136890746422779 0.0012730042311483024 0.0011835959009826493 0.00097673671109983849 0.0011556619161579103
leaf_weight=566 76 68 70 59 69 52 58 58 59 96 69 65 89 95 84 55 60 52 69 58 85 81 95 90 224 52 234 81 67 53
leaf_count=566 76 68 70 59 69 52 58 58 59 96 69 65 89 95 84 55 60 52 69 58 85 81 95 90 224 52 234 81 67 53
internal_value=0 0.00104774 0.00082576 0.000417691 0.000888881 0.00095308 0.00070209 0.000493145 0.000403381 0.00112322 0.000963582 0.000664401 0.00050492 0.0010301 0.000971678 0.00113774 0.00108599 0.000932209 0.00115987 0.0011374 0.00112365 0.00117618 0.00104986 0.0010988 0.00109948 0.00119033 0.00120241 0.00111743 0.00107226 0.00106634
internal_weight=0 2648 672 341 602 468 110 282 206 1976 165 134 147 358 232 1811 543 107 1268 126 436 1104 164 171 376 933 800 133 291 137
internal_count=2989 2648 672 341 602 468 110 282 206 1976 165 134 147 358 232 1811 543 107 1268 126 436 1104 164 171 376 933 800 133 291 137
is_linear=0
shrinkage=0.0032998


Tree=7698
num_leaves=25
num_cat=0
split_feature=1 52 2 12 14 0 12 1 4 4 52 1 4 0 4 16 13 52 4 160 2 16 4 0
split_gain=29.0588 6.56039 2.24229 3.152 1.382 1.8069 1.28586 1.16825 0.907256 0.633646 0.571222 0.499388 0.575561 0.549825 0.482019 0.36495 0.359601 0.337813 0.241356 0.214837 0.161599 0.1392 0.107019 0.0685036
threshold=0.10075500000000003 -0.41694999999999993 0.14808000000000002 0.089085000000000011 0.064610000000000015 -0.10462499999999998 0.091290000000000024 0.083670000000000008 0.27020000000000005 0.043640000000000005 0.095185000000000006 0.092845000000000025 -0.50231999999999988 -0.077614999999999976 -0.10701499999999999 -0.11082499999999999 -0.012224999999999998 -0.078529999999999975 0.40318000000000004 -0.021314999999999997 0.10892 0.064455000000000012 -0.016894999999999997 -0.11825999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 10 5 7 11 23 -5 14 16 12 -7 19 -8 -4 20 -18 -19 -14 -3 22 -16 -1
right_child=1 2 15 8 -6 6 9 -9 -10 -11 -12 -13 13 -15 21 -17 17 18 -20 -21 -22 -23 -24 -25
leaf_value=0.0015813116606301712 0.0016387799358919572 0.00037772013107464372 0.00050119463814480669 0.0014162587822553799 0.0019960354647160553 0.0020225245275166813 0.0012333776766099093 0.0010235969222154428 0.00087560549900545025 0.0012545314922081008 0.00094223150031134083 0.0013706262487541945 0.0017738329530776855 0.001443319308781483 0.0016197326522354233 0.00012674975890209983 0.00051351787437310236 0.00097829627620155688 0.00068417817012724857 0.0016662854957603798 0.00059811649727361106 0.0014500118331707255 0.0014862155979234047 0.0014141101905829224
leaf_weight=70 101 71 57 99 91 56 52 97 52 100 71 56 311 102 368 57 64 54 73 672 77 95 89 54
leaf_count=70 101 71 57 99 91 56 52 97 52 100 71 56 311 102 368 57 64 54 73 672 77 95 89 54
internal_value=0 0.00085414 0.000736683 0.000822455 0.00159636 0.00157921 0.00161212 0.00129599 0.00123031 0.00149974 0.000672161 0.00167818 0.00169324 0.00167622 0.00154028 0.000314281 0.000615493 0.000710516 0.000809514 0.00170035 0.000492624 0.00156912 0.00159381 0.00150878
internal_weight=0 776 675 561 2213 2122 1901 221 151 704 410 1197 1141 1085 604 114 339 191 127 983 148 552 457 124
internal_count=2989 776 675 561 2213 2122 1901 221 151 704 410 1197 1141 1085 604 114 339 191 127 983 148 552 457 124
is_linear=0
shrinkage=0.0032998


Tree=7699
num_leaves=23
num_cat=0
split_feature=1 3 4 4 4 124 1 150 480 3 3 1 4 4 3 156 4 1 4 401 4 3
split_gain=17.0843 2.60808 1.47315 1.45604 1.09995 1.06363 0.606753 0.447266 0.378887 0.362281 0.345902 0.263867 0.404729 0.3114 0.22868 0.237856 0.15205 0.136324 0.132785 0.130362 0.0830325 0.0516617
threshold=0.10557500000000002 -0.064349999999999991 0.27258000000000004 0.31392000000000003 -0.060239999999999995 -0.076779999999999987 0.12000500000000001 0.08486500000000001 -0.069294999999999982 -0.080504999999999979 -0.015169999999999998 0.083250000000000005 -0.16236499999999995 -0.019465 0.10402500000000002 0.089695000000000011 0.053925000000000008 0.11561500000000001 0.50944500000000004 0.086390000000000008 -0.081204999999999986 0.25089000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 -3 -1 7 -6 -7 11 -8 12 -10 20 15 16 -11 -2 21 -14 -13 -12
right_child=1 4 -4 -5 6 8 10 -9 9 14 18 13 19 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00093738855952036802 0.0012922959118593794 0.00094369160667503234 0.00072566626291236086 0.00060770732150067436 0.00078494522378581562 0.001531624265414447 0.00011830606605139069 0.0003951441412437927 0.0010595451963750497 0.0012468016147267568 0.00056736425945139385 0.0013379103373679269 0.0013497366932916871 0.0010249411326671059 0.0010196428210807753 0.0014140894821320909 0.0011089423011447451 0.0010757217247069021 0.00032303798784396963 0.0014952302705766403 0.0011954041892923005 0.0004211854584081654
leaf_weight=96 59 58 54 80 83 72 52 53 52 576 58 145 871 64 54 84 109 77 86 78 74 54
leaf_count=96 59 58 54 80 83 72 52 53 52 576 58 145 871 64 54 84 109 77 86 78 74 54
internal_value=0 0.000664275 0.00126584 0.000961866 0.000519421 0.00127865 0.000455579 0.000633296 0.00129367 0.00128552 0.00035876 0.00132054 0.00134607 0.00123012 0.00123084 0.00124563 0.00122492 0.00116994 0.000421732 0.00136173 0.00128992 0.0004972
internal_weight=0 660 2329 216 444 2275 386 136 2179 2107 250 1284 1001 283 823 769 685 136 198 949 219 112
internal_count=2989 660 2329 216 444 2275 386 136 2179 2107 250 1284 1001 283 823 769 685 136 198 949 219 112
is_linear=0
shrinkage=0.0032998


Tree=7700
num_leaves=33
num_cat=0
split_feature=1 3 12 1 15 1 3 12 12 15 12 43 41 51 150 12 3 3 49 15 3 42 42 1 12 12 1 1213 3 1 15 133
split_gain=21.5435 5.35939 1.95144 1.68774 1.36568 1.31341 1.17357 0.76391 0.663402 0.466758 0.428343 0.422787 0.353515 0.309096 0.292438 0.280251 0.242336 0.491362 0.224429 0.246226 0.199843 0.187848 0.151186 0.124783 0.164602 0.160808 0.118941 0.117125 0.113187 0.0890603 0.0589388 0.0563506
threshold=0.10442000000000001 -0.063264999999999988 0.056995000000000011 0.13654500000000003 -0.11739999999999999 0.09258000000000001 -0.0031199999999999995 -1.0000000180025095e-35 0.090455000000000021 -0.098139999999999991 0.12701500000000002 -1.0000000180025095e-35 0.075585000000000013 -0.091829999999999981 1.0000000180025095e-35 -0.089399999999999993 0.091085000000000013 -0.00083499999999999991 0.082820000000000019 -0.071844999999999978 -0.14719499999999996 0.088380000000000014 0.08919500000000001 0.082135000000000014 0.083815000000000014 0.087695000000000009 0.11156000000000001 -0.080974999999999978 -0.082004999999999981 0.080320000000000016 0.088235000000000022 0.0029250000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 7 -2 9 -7 15 12 -1 18 -5 21 -6 -9 -3 17 -11 20 31 -10 23 -23 24 -4 -25 -15 -22 -26 -29 -24 -20
right_child=1 3 8 11 13 6 -8 14 10 16 -12 -13 -14 26 -16 -17 -18 -19 19 -21 27 22 30 25 28 -27 -28 29 -30 -31 -32 -33
leaf_value=0.0017443279706269598 0.00089134736972673362 0.00084533102604372225 0.0018158333128752183 0.00017620206028729355 0.0016648431879644173 0.00069701128765073145 0.0013594692817289306 0.001135122081276526 0.0017893117918233547 0.0012937966968724621 0.0012471881869227438 0.00054158153967830732 0.0019165367817545421 0.0014723492264214647 0.00081883424394479085 0.0005715199223069418 0.0012067082346649369 0.0017181349316745427 0.0014630061795248412 0.0012701304879383067 0.0017038071549431287 0.001397141217674741 0.0016756883560281525 0.001456108225865251 0.0016411185189976244 0.0016974361808614461 0.0012452037307731582 0.0015878407832558103 0.0017521011613674817 0.001494211691798839 0.0015272579660533636 0.0016229484760295178
leaf_weight=58 61 71 103 55 59 54 64 87 52 69 52 94 59 56 52 99 52 54 58 57 69 52 80 66 449 62 52 331 145 196 60 55
leaf_count=58 61 71 103 55 59 54 64 87 52 69 52 94 59 56 52 99 52 54 58 57 69 52 80 66 449 62 52 331 145 196 60 55
internal_value=0 0.000901824 0.00156836 0.000695873 0.00131538 0.00134129 0.00105661 0.00083508 0.0016093 0.00148531 0.00154099 0.000406946 0.00166449 0.00147005 0.00101705 0.000686084 0.00139926 0.00148038 0.00155962 0.0014505 0.0015882 0.00164983 0.00155423 0.00167204 0.00169013 0.00157328 0.00136331 0.00157059 0.00166827 0.00155309 0.00161233 0.00154117
internal_weight=0 686 2297 458 228 351 118 309 1946 233 870 149 1076 167 139 170 175 123 818 170 648 1017 192 825 697 128 108 596 594 527 140 113
internal_count=2983 686 2297 458 228 351 118 309 1946 233 870 149 1076 167 139 170 175 123 818 170 648 1017 192 825 697 128 108 596 594 527 140 113
is_linear=0
shrinkage=0.0032998


Tree=7701
num_leaves=14
num_cat=0
split_feature=2 4 3 0 1212 124 151 51 48 48 0 4 0
split_gain=0.493975 0.14698 0.14184 0.125438 0.107437 0.0923568 0.0941599 0.167176 0.192143 0.106789 0.0855186 0.0829924 0.113984
threshold=0.14870000000000003 0.27420500000000009 0.12955000000000003 -0.036459999999999992 0.12218000000000002 -0.085379999999999984 0.077805000000000013 0.11178000000000002 0.093225000000000016 0.10971000000000002 -0.22480499999999998 0.41823000000000005 -0.105195
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 11 5 -1 7 9 -9 10 -7 -3 -13
right_child=2 3 -4 -5 -6 6 -8 8 -10 -11 -12 12 -14
leaf_value=0.0017716881809867926 -0.0093197833394075176 -0.0031959309575527737 0.0019754767780066351 0.009169600162165106 0.014150557991020555 0.00044612489539011372 0.01266824332327589 0.006391972352336836 -0.0054097691407440042 0.014219013699718406 0.0073291725519232364 0.0093983284019647159 -0.00061561058962980955
leaf_weight=94 67 81 59 72 61 53 86 100 64 63 2052 56 75
leaf_count=94 67 81 59 72 61 53 86 100 64 63 2052 56 75
internal_value=0 0.00674187 -0.00401647 0.00309746 0.00714343 0.00697256 0.007174 0.00697061 0.00177546 0.00736278 0.00715672 0.00102675 0.00365144
internal_weight=0 2857 126 284 2573 2512 2418 2332 164 2168 2105 212 131
internal_count=2983 2857 126 284 2573 2512 2418 2332 164 2168 2105 212 131
is_linear=0
shrinkage=0.16829


Tree=7702
num_leaves=22
num_cat=0
split_feature=12 12 43 12 12 49 484 484 1427 43 12 4 11 1455 4 4 4 150 4 156 3
split_gain=0.311751 0.175228 0.134946 0.150473 0.13781 0.124547 0.109296 0.126205 0.125004 0.107656 0.102857 0.0882084 0.167122 0.108143 0.0881575 0.153617 0.084494 0.0805468 0.0748744 0.0316073 0.0193414
threshold=0.14523000000000003 0.056995000000000011 -0.079824999999999993 -0.089399999999999993 -0.086254999999999984 -0.073139999999999983 0.079595000000000013 0.0017200000000000004 0.081395000000000009 -0.025079999999999995 -0.060304999999999991 -0.4950449999999999 0.086175000000000015 0.084775000000000017 -0.4950449999999999 0.0019650000000000002 -0.14595999999999995 1.0000000180025095e-35 -0.019794999999999997 0.086995000000000017 0.25089000000000006
decision_type=2 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 -1 -5 7 8 11 18 -6 -3 13 -13 -7 16 -16 -17 -8 -20 -4
right_child=-2 6 3 5 10 14 9 -9 -10 -11 -12 12 -14 -15 15 17 -18 -19 19 -21 -22
leaf_value=-0.0051211017473955086 -0.0067653655086301039 0.012674286591337475 0.011667499864135809 0.010042084307948966 0.0075883374273928187 0.0083163588940868872 0.0023185131012821328 -0.0019178494274627277 0.013043117177668068 0.016362331656226765 -0.0021073352036466179 0.0063165158811734571 -0.0017871300131044265 0.00032488934959226895 0.0012510213147905861 0.0055627329175139502 -0.0077937059402595652 -0.0019505363357734059 0.012404486019005146 0.0068606553633739249 0.0073096541790273377
leaf_weight=93 60 52 73 66 72 56 52 57 71 54 54 1537 82 91 52 166 66 53 69 54 53
leaf_count=93 60 52 73 66 72 56 52 57 71 54 54 1537 82 91 52 166 66 53 69 54 53
internal_value=0 0.00547617 0.00335601 0.00469013 -0.000199535 0.00327014 0.00627976 0.00585667 0.00609941 0.00976377 0.00341879 0.0058186 0.00560907 0.00598271 0.00212829 0.00109468 -0.00379267 0.00373625 0.00771738 0.00998522 0.0098487
internal_weight=0 2923 804 585 219 459 2119 1890 1833 229 126 1762 1710 1628 393 337 118 219 175 123 126
internal_count=2983 2923 804 585 219 459 2119 1890 1833 229 126 1762 1710 1628 393 337 118 219 175 123 126
is_linear=0
shrinkage=0.16829


Tree=7703
num_leaves=18
num_cat=0
split_feature=4 2 12 13 14 12 14 4 3 13 4 42 13 13 12 16 51
split_gain=7.12773 2.81587 2.21766 0.996299 0.943967 0.570775 0.549956 0.507919 0.910833 0.473609 0.428872 0.42496 0.393569 0.386785 0.191679 0.128377 0.106185
threshold=0.27998000000000006 0.14132000000000003 -1.0000000180025095e-35 -0.16392499999999996 0.020750000000000005 0.09253500000000002 -0.45687499999999998 -0.50231999999999988 -0.10115999999999999 1.0000000180025095e-35 -0.0026499999999999996 -1.0000000180025095e-35 -0.040229999999999995 -1.0000000180025095e-35 -0.079404999999999989 -0.10982499999999999 0.096130000000000007
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 7 -2 -5 -9 13 16 -1 -13 14 -8 -12 -7
right_child=6 -3 3 4 -6 10 9 8 -10 -11 15 12 -14 -15 -16 -17 -18
leaf_value=0.00084407587301834285 0.00068745701705182267 0.00035066445394951772 0.00055957039483810797 0.0012903490256120198 0.0013230636513183746 0.00096779436343049426 0.00042424090092740228 0.00066639865660781793 0.0010185665176809541 6.7058926835209242e-05 0.00090829489771641664 0.0007206444852875893 0.00039700861077080022 0.00063656665268313776 0.00018779372206836472 0.00073181144279086481 0.00080728771174151963
leaf_weight=78 63 91 62 68 87 456 90 86 1267 54 64 77 89 61 65 172 53
leaf_count=78 63 91 62 68 87 456 90 86 1267 54 64 77 89 61 65 172 53
internal_value=0 0.000921689 0.000941981 0.000973548 0.000984924 0.000971326 0.000409281 0.00101031 0.000996208 0.000344243 0.000896924 0.000642343 0.000547341 0.000413376 0.000325313 0.000779821 0.000951151
internal_weight=0 2650 2559 2315 2253 2166 333 1421 1353 270 745 244 166 216 155 236 509
internal_count=2983 2650 2559 2315 2253 2166 333 1421 1353 270 745 244 166 216 155 236 509
is_linear=0
shrinkage=0.0032998


Tree=7704
num_leaves=17
num_cat=0
split_feature=1 1 16 14 0 43 48 0 159 123 0 16 11 0 1 0
split_gain=9.94526 2.25609 1.61371 1.00399 0.877209 0.839785 0.5295 0.382379 0.387707 0.321407 0.246504 0.231071 0.229015 0.736791 0.209818 0.153016
threshold=0.12381000000000002 0.10442000000000001 0.24100000000000002 0.064610000000000015 0.14054500000000003 -0.070104999999999987 -0.077289999999999984 -0.14720499999999997 0.087995000000000004 1.0000000180025095e-35 -0.083804999999999977 -0.072034999999999988 0.079700000000000007 0.035525000000000008 0.13686500000000004 -0.076589999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 4 6 14 -1 -3 15 12 -7 -12 13 -8 -2 -9
right_child=5 2 -4 -5 -6 10 9 8 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=0.00083154295127659428 0.00033867653859752644 0.00054279015549475707 0.0012404953293840759 0.0014475082829526157 0.00070723477640982093 0.00041954123052035676 0.0011271313953693017 0.00099964787697288124 0.00056451908390330833 0.0008882744512153537 0.00049853974027031607 0.0008030307476904917 0.0013328315898696931 0.0007597451406991775 4.1378487494815175e-05 0.00078938382587695
leaf_weight=76 52 91 84 91 63 81 1881 71 57 68 52 59 56 62 52 87
leaf_count=76 52 91 84 91 63 81 1881 71 57 68 52 59 56 62 52 87
internal_value=0 0.0010672 0.000834783 0.00110665 0.00109257 0.000429694 0.00110388 0.000723296 0.000799532 0.00111388 0.000559147 0.000660704 0.00112153 0.00111543 0.000190366 0.000884093
internal_weight=0 2687 390 2297 2206 296 2143 306 215 2067 192 111 1999 1943 104 158
internal_count=2983 2687 390 2297 2206 296 2143 306 215 2067 192 111 1999 1943 104 158
is_linear=0
shrinkage=0.0032998


Tree=7705
num_leaves=23
num_cat=0
split_feature=1 3 3 14 12 0 1 47 1 48 0 1 0 43 3 12 1455 50 52 0 1 1
split_gain=8.30384 1.41908 0.839375 0.899004 0.655808 0.495506 0.48751 0.466012 0.413044 0.264783 0.222005 0.289092 0.247092 0.191143 0.183969 0.534061 0.164171 0.145151 0.138483 0.134496 0.201465 0.0745128
threshold=0.10921500000000002 -0.049204999999999992 0.11745500000000002 0.073890000000000011 -0.085124999999999992 -0.077574999999999991 0.13662500000000002 0.086165000000000005 0.094775000000000012 0.092745000000000008 -0.096849999999999978 0.088965000000000002 -0.14534499999999997 -0.078734999999999986 0.076825000000000018 0.085345000000000018 -1.0000000180025095e-35 0.10861000000000003 -0.0046699999999999997 -0.075914999999999996 0.12000500000000001 0.11883500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 8 10 13 21 -1 14 11 12 -6 -3 15 -7 -12 -18 -8 20 -15 -2
right_child=1 6 -4 -5 5 9 18 -9 -10 -11 16 -13 -14 19 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0009906580266011288 0.0007639444491558615 0.00038391217951373388 0.00062312927070539955 0.0013600011576448238 0.0012619653638880055 0.00066417738855851615 0.00016462087856961678 0.0010174256740575769 0.00058521568034353914 0.00073840184991944501 0.0012436347710525332 0.00084664927593323426 0.00099712886559390613 0.00067622078867889211 0.0011641750081316481 0.0010010249788174831 0.0010981177358374502 0.00097311854526065035 0.00038280936255448683 0.00074973640566481303 0.00039205100169982575 0.000583919113482464
leaf_weight=53 53 56 54 93 53 58 52 74 58 53 79 100 154 59 58 489 974 119 84 52 52 53
leaf_count=53 53 56 54 93 53 58 52 74 58 53 79 100 154 59 58 489 974 119 84 52 52 53
internal_value=0 0.000576623 0.0010315 0.0010409 0.00102769 0.00104058 0.000455384 0.000815537 0.000779123 0.000964721 0.00107431 0.000994063 0.00106511 0.000551939 0.000984489 0.000965372 0.00109529 0.00108454 0.000299643 0.000609451 0.000543414 0.000674264
internal_weight=0 535 2395 2341 2248 2137 355 180 111 658 1479 307 207 219 605 547 1172 1093 136 163 111 106
internal_count=2930 535 2395 2341 2248 2137 355 180 111 658 1479 307 207 219 605 547 1172 1093 136 163 111 106
is_linear=0
shrinkage=0.0032998


Tree=7706
num_leaves=24
num_cat=0
split_feature=1 2 0 0 2 0 160 0 50 13 148 157 52 52 40 39 13 50 1429 484 1 52 1
split_gain=0.302918 0.148394 0.11286 0.143749 0.272835 0.102198 0.110962 0.10644 0.151619 0.105625 0.100495 0.0958611 0.0904444 0.0891058 0.0827462 0.0925403 0.0942083 0.0816026 0.134329 0.0716848 0.0615254 0.0408269 0.0189935
threshold=0.12257000000000003 0.092250000000000013 -0.16926499999999997 -0.108275 0.085005000000000011 -0.077574999999999991 -0.52641999999999989 -0.071379999999999985 0.090490000000000015 -0.050424999999999991 -1.0000000180025095e-35 0.00069000000000000008 -0.53896499999999992 0.50569000000000008 -0.076799999999999993 0.10262 -0.14847499999999997 0.10861000000000003 0.083985000000000018 -0.079734999999999986 0.11206000000000001 -1.0000000180025095e-35 0.13522500000000001
decision_type=2 2 2 2 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 -5 8 -7 -9 -3 12 -12 19 -2 16 -16 18 -8 -14 -21 -11 -18
right_child=14 10 3 5 -6 7 17 9 -10 21 11 -13 13 -15 15 -17 22 -19 -20 20 -22 -23 -24
leaf_value=0.015399227279279995 0.0070159230950202003 -0.00022350781249846804 -0.0057047557177927945 0.01596645706249256 0.01107419020141619 -0.0034148003206889766 0.0087796656302807953 0.013209750888192654 0.0083279432419711402 0.0082506200441047235 0.011984149578877527 0.011094953709372916 0.010034386570461785 0.011852445325274359 -0.0029563689112627315 -0.0059533930394674158 0.0029055625147063669 0.0040425913236016913 0.016510217201388396 0.0034288334261534377 0.0085280480228342864 0.0021419660393538808 0.0073865991951576841
leaf_weight=63 65 73 58 67 52 67 927 77 58 64 59 103 63 52 66 53 58 92 69 552 77 62 53
leaf_count=63 65 73 58 67 52 67 927 77 58 64 59 103 63 52 66 53 58 92 69 552 77 62 53
internal_value=0 0.00740795 0.00838138 0.00810271 0.00221078 0.00853852 0.00928573 0.00590187 0.00201946 0.00828367 0.00575954 0.0062436 0.00561908 0.00511191 0.00171321 0.000206807 0.00206154 0.00887267 0.00931702 0.0046028 0.00405592 0.00525903 0.00506134
internal_weight=0 2635 1656 1593 110 1483 1155 328 125 203 979 906 803 744 295 230 177 1088 996 692 629 126 111
internal_count=2930 2635 1656 1593 110 1483 1155 328 125 203 979 906 803 744 295 230 177 1088 996 692 629 126 111
is_linear=0
shrinkage=0.16829


Tree=7707
num_leaves=25
num_cat=0
split_feature=4 51 15 10 51 1456 1447 43 475 132 4 15 51 4 13 402 402 155 51 15 15 43 13 4
split_gain=0.234856 0.139931 0.15532 0.134994 0.117493 0.113394 0.10109 0.0920379 0.0889115 0.08754 0.107034 0.182223 0.0850728 0.0845909 0.132457 0.116157 0.0777425 0.0750521 0.0720644 0.0650718 0.0635719 0.0604184 0.0320421 0.0121988
threshold=0.043640000000000005 -0.015159999999999998 -0.065419999999999992 -0.00189 -0.086944999999999981 -0.092679999999999985 -0.084094999999999989 -0.082094999999999987 -0.085454999999999989 0.087505000000000013 0.50944500000000004 -0.26361999999999991 -0.21875499999999998 -0.084854999999999986 -0.077274999999999996 -0.0063199999999999992 0.086055000000000006 0.08024000000000002 0.090560000000000015 -0.036279999999999993 0.094410000000000008 -0.00098499999999999976 -0.076794999999999988 0.38865500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 -1 7 -6 -7 -5 -9 10 11 -3 -2 16 15 -15 18 -10 -8 21 -16 22 -13 -23
right_child=1 9 -4 4 5 6 13 8 17 -11 -12 19 -14 14 20 -17 -18 -19 -20 -21 -22 23 -24 -25
leaf_value=0.00051564716282120643 0.006950445706031089 -0.0042236993309642205 -0.0072593919637986021 0.015775111124450944 0.012500820560719748 0.00068484982568686823 0.0064514136342581092 0.012919696662762704 0.0014592557059762059 -0.0013771301449170097 0.011171458178929306 0.0041830242574478534 -0.0020559938111342647 0.014997290471510459 0.0031770604267511446 0.0067857066623882353 0.014641511353270043 0.0099656812847428618 0.012832657135996557 0.010007250939128479 0.007049035708937691 0.0084192649536850607 -0.0012528822524137378 0.0050400322961524366
leaf_weight=101 64 62 69 64 82 94 281 75 63 64 73 67 55 54 518 552 52 56 62 77 158 72 56 59
leaf_count=101 64 62 69 64 82 94 281 75 63 64 73 67 55 54 518 552 52 56 62 77 158 72 56 59
internal_value=0 0.00303701 -0.00089973 0.00654536 0.006833 0.00636194 0.00607669 0.0102092 0.00836382 0.00443682 0.00523916 0.00413266 0.00277271 0.00637784 0.00571015 0.0075204 0.00854031 0.00547738 0.00761011 0.00570333 0.00408471 0.00439152 0.00169353 0.00691104
internal_weight=0 718 188 2212 2111 1853 1771 258 194 530 466 393 119 1677 1282 606 395 119 343 331 676 254 123 131
internal_count=2930 718 188 2212 2111 1853 1771 258 194 530 466 393 119 1677 1282 606 395 119 343 331 676 254 123 131
is_linear=0
shrinkage=0.16829


Tree=7708
num_leaves=22
num_cat=0
split_feature=4 0 147 403 2 403 403 16 51 51 13 15 2 2 16 15 13 2 160 51 4
split_gain=0.162557 0.170633 0.124812 0.10994 0.121213 0.114666 0.0970018 0.100764 0.0934649 0.133067 0.0730007 0.0856823 0.0633451 0.0849129 0.16831 0.119033 0.0593132 0.0864025 0.0797575 0.113978 0.0540499
threshold=0.043640000000000005 -0.25490999999999991 1.0000000180025095e-35 -0.12219499999999998 0.13388500000000003 -0.23931999999999998 -0.085489999999999997 -0.081324999999999995 -0.070054999999999992 -0.41601499999999997 -0.046389999999999994 0.089545000000000013 0.14492000000000002 0.11543500000000002 -0.50318999999999992 -0.41956999999999994 0.17226500000000003 -1.0000000180025095e-35 0.052555000000000011 0.11178000000000002 -0.0064399999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 8 5 6 10 7 -5 9 -3 11 -1 13 14 -10 -16 17 -8 19 -19 -20
right_child=1 2 -4 4 -6 -7 16 -9 12 -11 -12 -13 -14 -15 15 -17 -18 18 20 -21 -22
leaf_value=0.0059295454174177519 0.01181670687355834 0.0026790508018711837 -0.0061087236117942081 0.0067022307111726191 -0.00053165420285943802 -0.0048455759265631721 0.00078601459369435586 0.016354671492037714 0.010677421034509006 -0.007778293122403389 0.0077482678812079413 -0.003544663395376825 0.008568590027497212 -0.0015975267605250374 -0.0052474732548329611 0.0039139639040205359 0.01004023359996715 0.0058068959882344407 0.010393196033365637 -5.9381776783096578e-05 0.0051329493999613292
leaf_weight=53 52 92 52 77 80 53 101 52 83 55 83 55 64 93 52 175 90 1214 168 101 85
leaf_count=53 52 92 52 77 80 53 101 52 83 55 83 55 64 93 52 175 90 1214 168 101 85
internal_value=0 0.00252591 0.0017978 0.00544562 0.00586388 0.00206477 0.00613583 0.0106071 0.00247034 -0.00122134 0.00399171 0.00108808 0.00363623 0.00284847 0.00418807 0.00180739 0.0058069 0.00557754 0.00588503 0.00535496 0.00863302
internal_weight=0 718 666 2212 1968 244 1888 129 614 147 191 108 467 403 310 227 1759 1669 1568 1315 253
internal_count=2930 718 666 2212 1968 244 1888 129 614 147 191 108 467 403 310 227 1759 1669 1568 1315 253
is_linear=0
shrinkage=0.16829


Tree=7709
num_leaves=26
num_cat=0
split_feature=1 3 39 1 3 0 52 39 1 14 15 12 3 157 15 0 39 3 1 0 15 1456 42 51 3
split_gain=6.44045 1.52694 0.804228 0.819025 0.507726 0.574359 0.40456 0.349756 0.223041 0.210894 0.202655 0.370217 0.235795 0.195913 0.411938 0.192453 0.156261 0.292598 0.153784 0.199237 0.111388 0.090806 0.0749674 0.0663689 0.021048
threshold=0.10921500000000002 -0.049204999999999992 0.0039300000000000003 0.088035000000000016 0.11391500000000002 -0.072924999999999976 -0.44829999999999998 0.11334500000000002 0.12257000000000003 -1.0000000180025095e-35 -0.0039399999999999991 0.082595000000000016 0.088880000000000015 -0.0048549999999999991 0.062230000000000008 -0.034759999999999992 0.087735000000000021 0.28833000000000003 0.096315000000000026 -0.13165999999999997 0.082725000000000007 -0.0054299999999999991 0.091265000000000013 -1.0000000180025095e-35 -0.096384999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 4 -4 5 10 24 9 23 -3 12 -12 18 -8 15 -15 17 -11 19 -1 -13 -22 -16 -2 -7
right_child=1 7 3 -5 -6 6 13 -9 -10 16 11 20 -14 14 22 -17 -18 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.0011065801220803547 0.00070917847304629612 0.00053454960023349252 0.00089549463561221438 0.00042205082072357004 0.00057576721316318353 0.0010044668376391094 0.00090489514414324786 9.4188176153184582e-05 0.0005509657129678827 0.00053477297786109167 0.0011675925843119756 0.00078004212974943667 0.00067081746185015457 0.00069864061694768298 0.00090681030395798972 0.00044814524298639457 0.00021196495326650404 0.00023849295362670021 0.00072773236207547781 0.00089286155417339923 0.0010629076458453476 0.00093069050323142959 0.00075390095104421642 0.00087225420317221737 0.000902939873541023
leaf_weight=53 54 76 74 87 58 63 61 54 62 78 81 52 56 63 60 74 78 69 57 632 66 706 99 64 53
leaf_count=53 54 76 74 87 58 63 61 54 62 78 81 52 56 63 60 74 78 69 57 632 66 706 99 64 53
internal_value=0 0.000465308 0.000865919 0.000639877 0.000882194 0.000890345 0.000788095 0.00033959 0.000713057 0.000383498 0.000918724 0.000952997 0.000879811 0.000732665 0.000697053 0.000563594 0.00033232 0.000395942 0.000895537 0.000909449 0.000931859 0.00094204 0.000811824 0.000797925 0.000958383
internal_weight=0 535 2395 161 2234 2176 473 355 180 301 1703 905 798 357 296 137 225 147 742 685 824 772 159 118 116
internal_count=2930 535 2395 161 2234 2176 473 355 180 301 1703 905 798 357 296 137 225 147 742 685 824 772 159 118 116
is_linear=0
shrinkage=0.0032998


Tree=7710
num_leaves=24
num_cat=0
split_feature=1 12 1 13 4 39 12 13 2 4 12 0 2 2 160 4 0 4 1 13 4 151 0
split_gain=8.02591 2.15266 1.1012 0.708124 0.624681 0.573998 0.45638 0.416036 0.404102 0.363811 0.273424 0.256906 0.244836 0.310839 0.231257 0.15486 0.15191 0.331956 0.130507 0.127928 0.109447 0.0855512 0.071114
threshold=0.12381000000000002 0.056995000000000011 0.10152500000000002 -0.36115499999999995 0.094220000000000012 0.087735000000000021 0.092855000000000007 -0.098524999999999988 0.10796500000000002 0.10516000000000002 0.11697000000000002 -0.097774999999999987 0.078775000000000012 0.092645000000000019 -1.0000000180025095e-35 -0.0086549999999999978 0.11160500000000002 -0.10429499999999998 0.084955000000000017 0.0040450000000000009 -0.017399999999999995 -0.051109999999999996 -0.061204999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -2 7 9 -6 11 12 -5 16 -3 -1 18 -4 -16 17 -9 -14 -19 -15 -17 -7
right_child=3 4 14 5 6 22 -8 10 -10 -11 -12 -13 13 20 15 21 -18 19 -20 -21 -22 -23 -24
leaf_value=0.00063893730987425105 3.2879478577796406e-05 0.0012772224933770239 0.00066248657412599826 0.00076119138752522137 0.00091329962669134336 0.00013592574421160148 0.00056765905625859672 0.00066097842795079665 0.00052516501311669411 0.00037075631514165141 0.00070354827603312292 0.00095359571557464609 0.0011254544845959182 0.00086274909795466131 0.000576511938003997 0.00025739132344858003 0.0010786877369102709 0.0009340563945803564 0.00090354110160231901 0.0008457383892834481 0.00064874663473638147 0.0004457448440556841 0.00030285134227464984
leaf_weight=53 85 57 65 52 73 53 99 56 52 53 68 53 56 57 52 52 65 1348 66 217 52 56 61
leaf_count=53 85 57 65 52 73 53 99 56 52 53 68 53 56 57 52 52 65 1348 66 217 52 56 61
internal_value=0 0.000855826 0.000674592 0.000288966 0.000905745 0.0003882 0.00071456 0.000923368 0.000794402 0.00056445 0.000910915 0.00112161 0.000843575 0.000890374 0.00049552 0.00042747 0.000919258 0.000912843 0.00100569 0.000921833 0.000760979 0.000355382 0.000225555
internal_weight=0 2597 561 304 2036 219 172 1864 336 105 1754 110 284 231 225 160 1686 1621 122 1565 109 108 114
internal_count=2901 2597 561 304 2036 219 172 1864 336 105 1754 110 284 231 225 160 1686 1621 122 1565 109 108 114
is_linear=0
shrinkage=0.0032998


Tree=7711
num_leaves=19
num_cat=0
split_feature=2 2 41 13 150 9 483 13 52 150 51 48 51 13 12 151 131 43
split_gain=0.214003 0.144472 0.170748 0.184184 0.129381 0.216471 0.122682 0.17671 0.1249 0.120532 0.123729 0.0972308 0.116171 0.141572 0.0921484 0.0741553 0.0567479 0.0521414
threshold=0.10859000000000001 -1.0000000180025095e-35 0.083975000000000008 -0.13226499999999999 1.0000000180025095e-35 1.0000000180025095e-35 0.096170000000000019 0.10935500000000002 -0.40011499999999994 0.11315500000000002 0.12216000000000002 0.11928500000000002 -0.070154999999999981 -0.27740999999999993 -0.063029999999999989 -0.086769999999999986 0.11871500000000001 -0.078734999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 7 8 -2 10 15 12 -10 -14 -15 17 -17 -5
right_child=6 2 -4 9 -6 -7 -8 -9 11 -11 -12 -13 13 14 -16 16 -18 -19
leaf_value=-0.0028639040260609126 0.0088904097056586272 0.015675037445336885 -0.0031192092472624678 0.0046455388646582454 -0.0052757175624110536 0.0099454407234691195 0.0097421547916460294 -0.0069352151208749114 -0.0042317812508006931 0.014206195188396891 0.013300421855847048 -0.004018552754908789 -0.0020821288665745048 0.012631115380124545 0.0043365641111321176 0.0063789426578388314 0.0010300040910860557 -0.0016017257778169725
leaf_weight=67 77 62 52 107 55 84 58 61 56 54 66 74 74 52 145 1640 59 58
leaf_count=67 77 62 52 107 55 84 58 61 56 54 66 74 74 52 145 1640 59 58
internal_value=0 0.00596267 0.00638056 0.00662288 0.00169795 0.00424993 0.00238183 0.00158647 0.00267773 0.00633909 0.00611805 0.00148029 0.00273017 0.00417543 0.00653511 0.00586277 0.00619425 0.00243864
internal_weight=0 2304 2098 2046 206 151 597 539 478 1984 1930 401 327 271 197 1864 1699 165
internal_count=2901 2304 2098 2046 206 151 597 539 478 1984 1930 401 327 271 197 1864 1699 165
is_linear=0
shrinkage=0.16829


Tree=7712
num_leaves=21
num_cat=0
split_feature=2 2 2 0 2 12 9 16 13 14 13 3 0 3 16 12 3 2 43 0
split_gain=8.72443 4.01531 1.27004 1.44483 0.996273 0.797318 0.789393 1.05468 0.463684 0.462874 0.309391 0.290751 0.273896 0.3571 0.260816 0.154579 0.174808 0.112828 0.0575281 0.0546635
threshold=0.11891500000000001 -1.0000000180025095e-35 0.10052500000000002 -0.13165999999999997 0.16730000000000003 0.089485000000000023 1.0000000180025095e-35 -0.056829999999999992 -1.0000000180025095e-35 0.064610000000000015 0.10553500000000002 0.12955000000000003 -0.032274999999999991 0.086845000000000019 0.062910000000000008 0.087470000000000006 -0.077564999999999981 0.13447000000000003 -0.45013999999999993 -0.06976499999999998
decision_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 9 8 5 11 -1 -8 -4 10 12 -2 13 14 -3 -5 19 -7 -12 -17
right_child=4 2 3 15 -6 17 7 -9 -10 -11 18 -13 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.00045214132182722219 0.00039273869945326582 0.0012032525274247446 0.00048936710382095801 0.00098698047069406937 0.00023940290695125712 0.00097601990723081874 0.00052265791919740476 0.0011770082580209922 0.00090098251989350459 0.0014331935161695519 0.0010796353120889309 0.00066248396366580195 0.0013711208567977772 0.00094668842166926992 0.0010701368617373724 0.0011523412659861236 0.0010444482029732145 0.00076105529162944397 0.00092475987931336554 0.00129922767711813
leaf_weight=98 95 1348 65 90 80 59 52 56 56 80 63 82 85 72 188 57 97 53 54 71
leaf_count=98 95 1348 65 90 80 59 52 56 56 80 63 82 85 72 188 57 97 53 54 71
internal_value=0 0.0011093 0.00114843 0.000987405 0.000565984 0.000656265 0.000667335 0.000862277 0.000680158 0.00118555 0.00117459 0.000517904 0.00118605 0.00117625 0.00118698 0.00110531 0.00115249 0.00087461 0.00100846 0.00123409
internal_weight=0 2532 2326 436 369 289 206 108 121 1890 1810 177 1693 1608 1536 315 225 112 117 128
internal_count=2901 2532 2326 436 369 289 206 108 121 1890 1810 177 1693 1608 1536 315 225 112 117 128
is_linear=0
shrinkage=0.0032998


Tree=7713
num_leaves=20
num_cat=0
split_feature=4 4 4 3 4 16 4 16 160 4 0 0 475 51 49 43 43 12 15
split_gain=0.176212 0.162146 0.159736 0.10034 0.167299 0.102508 0.11928 0.244232 0.169918 0.109682 0.0918634 0.0936363 0.0790263 0.132306 0.107689 0.0619866 0.141011 0.0589735 0.0411521
threshold=0.25367000000000006 0.50027500000000014 0.41464000000000006 0.10402500000000002 -0.072004999999999986 -0.14669499999999996 -0.10701499999999999 0.031255000000000005 -0.014124999999999999 -0.4950449999999999 -0.14920999999999998 -0.11214999999999999 -0.079724999999999976 -0.085594999999999991 0.10322500000000003 0.0066850000000000008 -0.055679999999999993 0.087135000000000004 -0.11124499999999998
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 5 -5 17 7 -7 -9 -10 -8 -12 13 -13 -14 16 -3 -1 -2
right_child=1 15 -4 4 -6 6 10 8 9 -11 11 12 14 -15 -16 -17 -18 -19 -20
leaf_value=0.013016773328920339 0.0042069693586147061 0.0025460547182228691 -0.0095575172623056821 0.0082653924418316718 -0.0029121890724985136 -0.0081367015300641832 0.01177362663400287 -0.0031883538675955957 0.012309114797630109 0.0023959839215615718 -0.00099538758633209868 0.016406576932678493 0.0060217909351799387 0.0066237113139205666 0.00084103251178223196 0.00032101363582956368 0.013133840378651802 0.0066188008735087213 -0.0013817821932703943
leaf_weight=87 71 85 52 63 95 52 77 52 76 55 55 53 1475 155 124 54 62 80 78
leaf_count=87 71 85 52 63 95 52 77 52 76 55 55 53 1475 155 124 54 62 80 78
internal_value=0 0.00185017 -0.00152276 0.0056534 0.00153332 0.00593071 0.00562016 0.00202797 0.00492611 0.00816083 0.0060546 0.00581713 0.00602548 0.0091251 0.00562115 0.00523204 0.00702387 0.00996263 0.00126926
internal_weight=0 402 201 2499 158 2341 2174 235 183 131 1939 1862 1807 208 1599 201 147 167 149
internal_count=2901 402 201 2499 158 2341 2174 235 183 131 1939 1862 1807 208 1599 201 147 167 149
is_linear=0
shrinkage=0.16829


Tree=7714
num_leaves=19
num_cat=0
split_feature=4 159 12 16 1375 43 1209 1427 4 43 16 16 51 49 3 12 4 16
split_gain=0.123567 0.170479 0.134259 0.0909485 0.119051 0.114777 0.0793235 0.0796379 0.076682 0.0727964 0.186662 0.114921 0.0684409 0.0656926 0.114386 0.0536706 0.0412875 0.0311456
threshold=0.10516000000000002 0.085035000000000013 0.10641500000000001 -0.095564999999999983 -0.091584999999999986 -0.46052499999999996 0.094985000000000014 0.086010000000000017 0.51367000000000018 -0.0101 -0.43491999999999992 -0.45743999999999996 0.093530000000000016 0.14255500000000002 -0.0031199999999999995 0.084175000000000014 0.41248000000000007 -0.11227499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 12 -5 -6 7 13 -3 10 -2 16 15 14 -7 -1 -11 -17
right_child=1 8 -4 4 5 6 -8 -9 -10 11 -12 -13 -14 -15 -16 17 -18 -19
leaf_value=0.013185298805335166 0.0037021402251608041 0.010333573213176704 -0.0078667937880182743 -0.0034560583149551363 -0.0025098707335354273 0.0040760012599976476 0.010001264392452969 0.010822828161140451 0.0024176029098639503 -0.0028927106639805894 -0.0081838358151783367 0.0098623887817203409 0.0032511864386952248 -0.001290661029641248 0.0081026272257352771 0.0094451977446185897 0.0037770681545902401 0.0040358812828613574
leaf_weight=68 88 79 53 53 62 1583 81 57 63 52 65 57 73 55 230 77 53 52
leaf_count=68 88 79 53 53 62 1583 81 57 63 52 65 57 73 55 230 77 53 52
internal_value=0 0.00188093 -2.55018e-05 0.00477265 0.00440035 0.00460257 0.00482329 0.00460448 0.00683421 0.00128812 -0.00133572 0.00377728 0.00769064 0.00441377 0.00458782 0.0093266 0.000456829 0.00727863
internal_weight=0 510 368 2391 2121 2068 2006 1925 142 315 153 162 270 1868 1813 197 105 129
internal_count=2901 510 368 2391 2121 2068 2006 1925 142 315 153 162 270 1868 1813 197 105 129
is_linear=0
shrinkage=0.16829


Tree=7715
num_leaves=30
num_cat=0
split_feature=3 3 43 42 13 49 147 15 14 49 50 13 13 43 3 13 133 42 13 3 160 15 15 160 13 15 3 133 13
split_gain=10.5445 3.61958 2.76421 1.05684 0.909679 0.674946 0.454807 0.363081 0.357606 0.308136 0.268492 0.265268 0.338889 0.290787 0.598514 0.237889 0.216904 0.242147 0.193412 0.167023 0.238676 0.259897 0.154587 0.123746 0.0997449 0.096192 0.109163 0.0996353 0.0316755
threshold=-0.066229999999999997 0.28833000000000003 -0.043004999999999995 -1.0000000180025095e-35 -0.007069999999999999 -0.014479999999999998 0.086565000000000017 -0.090104999999999977 0.05884000000000001 -0.067844999999999989 0.083800000000000013 -0.11279499999999999 -0.083514999999999992 -0.036849999999999994 -0.12711499999999995 -0.084419999999999981 -0.13992499999999999 0.087745000000000004 -0.48634999999999995 1.0000000180025095e-35 -0.077034999999999978 -0.092099999999999987 -0.091664999999999983 -1.0000000180025095e-35 -0.019539999999999998 -1.0000000180025095e-35 -0.091894999999999991 -0.072334999999999997 -0.079604999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 7 9 10 28 11 23 19 -7 15 14 -14 16 -13 -18 -3 24 -21 -22 -16 -1 -4 27 -27 -15 -5
right_child=1 18 6 4 -6 8 -8 -9 -10 -11 -12 12 13 25 22 -17 17 -19 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30
leaf_value=0.0011193985140077135 0.00094284976103513232 0.00029936342803891386 0.00091589376944547899 0.00046757215248151881 8.1550410912624826e-05 0.00088539847383151192 0.00064415664391841002 0.0006923086741713278 0.0013591276634516692 0.00073696572376641715 0.0011442370449044831 0.0013562741691719715 0.00074102153605717057 0.0011569811438509399 0.00092136203774212974 0.0013914226093249278 0.0011868046226949415 0.00097851626223180053 4.2917352501431489e-05 0.0010482787888288182 0.00064098306794112942 0.00091143726847328188 0.0010973902717233181 0.00091641059997348592 0.0011120977071841082 0.0012753106777408623 0.0011461411717320789 0.00095550530034865214 0.00034769452970357772
leaf_weight=66 54 62 56 52 61 54 57 94 70 66 73 60 63 62 63 63 265 82 67 59 67 96 575 72 65 99 331 53 52
leaf_count=66 54 62 56 52 61 54 57 94 70 66 73 60 63 62 63 63 265 82 67 59 67 96 575 72 65 99 331 53 52
internal_value=0 0.000679091 0.000763183 0.000522365 0.00043456 0.00110543 0.000922466 0.000543138 0.00112548 0.000924373 0.000960515 0.00111622 0.00112346 0.00109466 0.00104964 0.00119975 0.00117 0.00113769 0.000166444 0.000921311 0.000866499 0.000800485 0.00108006 0.00101375 0.00102158 0.00115249 0.00117596 0.00106443 0.000407972
internal_weight=0 915 786 313 259 2044 473 198 1840 204 416 1770 1716 1246 701 470 407 347 129 343 222 163 638 138 121 545 430 115 104
internal_count=2959 915 786 313 259 2044 473 198 1840 204 416 1770 1716 1246 701 470 407 347 129 343 222 163 638 138 121 545 430 115 104
is_linear=0
shrinkage=0.0032998


Tree=7716
num_leaves=16
num_cat=0
split_feature=2 15 123 2 13 2 148 13 16 52 2 49 2 156 16
split_gain=7.34773 3.71348 1.51475 1.10376 0.807546 0.643453 0.64301 0.580834 0.572819 0.309188 0.306668 0.220603 0.207612 0.165319 0.0900244
threshold=0.12026500000000001 -0.38214499999999996 1.0000000180025095e-35 0.17990500000000001 -0.17030499999999998 0.081315000000000012 -0.043434999999999994 -0.14022999999999999 0.058875000000000004 0.12441000000000001 0.098290000000000002 -1.0000000180025095e-35 0.090835000000000013 0.086995000000000017 -0.47730499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 8 -3 -4 12 -8 9 14 13 -12 -6 -9 -2
right_child=3 2 5 -5 6 -7 7 10 -10 -11 11 -13 -14 -15 -16
leaf_value=0.00019342007535757459 0.00030753584879841307 0.00049616138727938397 0.00021476295221466114 -9.1698923470182541e-05 0.0007619211713078886 0.00069198946694930946 0.0011961761748402742 0.00089599428989900129 0.00059541437854736538 0.00050028529017192148 0.00059093343967501057 0.00081401337228568572 0.00046834539265804784 0.00079456842277194403 0.00013439285555398125
leaf_weight=103 54 68 56 64 52 69 60 1549 96 52 58 332 55 205 86
leaf_count=103 54 68 56 64 52 69 60 1549 96 52 58 332 55 205 86
internal_value=0 0.000807919 0.000833182 0.000299833 0.000851805 0.000478474 0.000862254 0.000874419 0.000386962 0.000282552 0.000865398 0.000780928 0.000611347 0.00088416 0.000201428
internal_weight=0 2607 2504 352 2379 125 2311 2204 288 192 2144 390 107 1754 140
internal_count=2959 2607 2504 352 2379 125 2311 2204 288 192 2144 390 107 1754 140
is_linear=0
shrinkage=0.0032998


Tree=7717
num_leaves=29
num_cat=0
split_feature=1 12 1 4 1 14 4 150 4 0 43 0 4 4 47 0 1 12 160 13 160 15 1 1446 160 43 132 15
split_gain=17.8639 3.52217 2.80291 1.15859 1.18811 1.00615 0.886167 0.787046 0.638217 0.467368 0.555547 0.525226 0.392881 0.383052 0.34082 0.320133 0.302317 0.199663 0.196276 0.191904 0.172195 0.153859 0.0935499 0.0931706 0.0999747 0.149563 0.0687595 0.057695
threshold=0.10342000000000001 0.085075000000000026 0.13074500000000003 -0.111135 0.12019000000000001 0.064610000000000015 0.0060300000000000015 0.087790000000000021 -0.040394999999999993 -0.072924999999999976 -0.049364999999999992 -0.11991499999999998 -0.44205499999999992 -0.10701499999999999 0.082465000000000024 -0.067664999999999989 0.14646500000000004 -0.063029999999999989 -1.0000000180025095e-35 -0.071964999999999987 0.030480000000000004 0.091600000000000015 0.10921500000000002 0.088645000000000015 -0.015149999999999999 -0.085079999999999975 -0.085699999999999985 -0.097794999999999979
decision_type=2 2 2 2 2 2 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 8 -2 19 6 9 15 -3 11 13 -1 -12 -11 -10 18 17 -6 -8 -5 27 -14 -21 24 25 -13 -26 -20
right_child=1 2 -4 4 16 -7 7 -9 14 10 12 23 21 -15 -16 -17 -18 -19 20 22 -22 -23 -24 -25 26 -27 -28 -29
leaf_value=0.0011470530017098461 0.0010494143965316637 0.0015732037749550006 0.00040530110551708455 0.00055947156075022509 0.00052421851530140659 0.0017066621030649733 0.0014607522312988859 0.00082752078440055904 0.00096452530085386237 0.00090046123716538799 0.0015524019860954563 0.0014723110900559872 0.0011613627824942489 0.0012490925144360962 0.0013067472513505166 0.0010510983878003859 0.00015685573509589462 0.00027779203649581967 0.0012534908097570959 0.00088941934468981675 0.0013784097502606279 0.001375336871833648 0.00070392625154775106 0.0015501764879720297 0.0013365502417252461 0.0013268488572405074 0.001449294878787175 0.0010969066324662653
leaf_weight=79 52 55 52 56 100 91 76 52 61 55 91 119 72 96 69 63 59 57 58 61 81 83 64 69 73 259 798 58
leaf_count=79 52 55 52 56 100 91 76 52 61 55 91 119 72 96 69 63 59 57 58 61 81 83 64 69 73 259 798 58
internal_value=0 0.000757539 0.00108316 0.000585585 0.000524743 0.00136523 0.00135097 0.00120726 0.0012735 0.00138204 0.00128116 0.00141068 0.0013785 0.00112234 0.00114644 0.00126593 0.000359171 0.000434976 0.00131537 0.000722137 0.00125911 0.00127617 0.000794729 0.00142645 0.00141959 0.00137274 0.00143989 0.0011755
internal_weight=0 686 237 449 397 2273 2182 388 185 1794 397 1397 246 151 130 336 216 157 273 181 197 155 125 1318 1249 378 871 116
internal_count=2959 686 237 449 397 2273 2182 388 185 1794 397 1397 246 151 130 336 216 157 273 181 197 155 125 1318 1249 378 871 116
is_linear=0
shrinkage=0.0032998


Tree=7718
num_leaves=21
num_cat=0
split_feature=1 1 3 1 2 39 14 39 13 4 49 3 4 1 3 3 150 4 1452 3
split_gain=9.60643 2.3784 1.57142 1.39715 0.769714 0.479975 0.478244 0.462455 0.65302 0.394344 0.299236 0.288428 0.286074 0.248825 0.201389 0.17788 0.171391 0.142487 0.118577 0.0480492
threshold=0.12381000000000002 0.09518500000000002 -0.047774999999999991 0.15314500000000003 0.123795 0.086285000000000014 0.064610000000000015 0.087735000000000021 -0.15122999999999998 0.38865500000000003 -0.070754999999999985 0.088880000000000015 -0.12685999999999997 0.10667500000000001 -0.078254999999999977 -0.082094999999999987 0.10980500000000001 0.049545000000000006 0.087375000000000008 -0.0024599999999999995
decision_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 9 7 6 10 11 8 -2 13 -4 12 -1 14 -3 -15 18 -12 -14 -9
right_child=3 2 5 -5 -6 -7 -8 19 -10 -11 17 -13 16 15 -16 -17 -18 -19 -20 -21
leaf_value=0.00078873905588792113 0.00024712068298347395 0.00073184773542305046 0.00083961431224089018 -0.00018212797437337571 0.00062818481490491791 0.00032729081237782809 0.0012086841246806734 0.00029836228579326664 0.00073808385398126987 0.00065159676585662188 0.0004350368963727972 0.00077469800504010547 0.00097673665834918351 0.0012058498357955803 0.0010012344909659139 0.00092898363430344644 0.00079615525617677272 0.00064837241246946768 0.0011380557277109555 0.00015761562848831733
leaf_weight=96 52 73 53 59 76 84 87 56 69 64 67 92 1634 52 54 53 58 73 54 53
leaf_count=96 52 73 53 59 76 84 87 56 69 64 67 92 1634 52 54 53 58 73 54 53
internal_value=0 0.000903986 0.000715334 0.000270467 0.000955517 0.000536377 0.000967809 0.00038672 0.000527383 0.000882686 0.000627195 0.000956955 0.000966039 0.000946283 0.000846668 0.00106643 0.000975768 0.000546528 0.000981918 0.000230249
internal_weight=0 2670 573 289 2097 277 2021 230 121 296 193 1934 1842 232 127 105 1746 140 1688 109
internal_count=2959 2670 573 289 2097 277 2021 230 121 296 193 1934 1842 232 127 105 1746 140 1688 109
is_linear=0
shrinkage=0.0032998


Tree=7719
num_leaves=16
num_cat=0
split_feature=2 4 48 0 0 48 1456 1375 0 0 0 151 4 0 42
split_gain=0.37434 0.167141 0.229334 0.215142 0.136884 0.13107 0.0938451 0.101047 0.103315 0.0989939 0.0902758 0.0743609 0.0500966 0.0429417 0.0362177
threshold=0.14253500000000002 0.27258000000000004 0.11741000000000001 -0.22745499999999999 -0.057749999999999989 -0.083779999999999979 -0.070654999999999982 -0.086529999999999982 -0.13409999999999997 -0.085719999999999977 -0.077714999999999992 -0.082164999999999988 0.41464000000000006 -0.096109999999999987 0.082690000000000013
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 9 -8 -9 -7 -11 -3 -13 -14 -15
right_child=4 11 -4 5 -6 6 7 8 -10 10 -12 12 13 14 -16
leaf_value=-0.0021252991354768374 0.0035432674601985036 0.0086708466663079388 0.016516845812773302 0.015113621105780479 -0.0060873091344156114 0.015350333655988275 0.013577806239406465 0.0024164905546480366 0.0069388868738898667 0.0025208986018805321 0.012302597491857569 -0.0028049114929524564 0.0070584751784806945 -0.0018339252425764053 0.0041535615194505486
leaf_weight=70 83 52 75 60 84 78 61 156 1911 54 54 55 52 56 58
leaf_count=70 83 52 75 60 84 78 61 156 1911 54 54 55 52 56 58
internal_value=0 0.00690346 0.0073326 0.00705002 -0.0012901 0.00732132 0.0071185 0.00679935 0.00659844 0.0107602 0.00742838 0.00293722 0.00158 0.00304366 0.00119658
internal_weight=0 2792 2519 2444 167 2374 2314 2128 2067 186 108 273 221 166 114
internal_count=2959 2792 2519 2444 167 2374 2314 2128 2067 186 108 273 221 166 114
is_linear=0
shrinkage=0.16829


Tree=7720
num_leaves=19
num_cat=0
split_feature=1 1 482 157 147 0 123 48 131 48 156 156 403 52 403 52 1 123
split_gain=0.491375 0.187537 0.16792 0.140929 0.108464 0.137272 0.100636 0.196671 0.171517 0.141738 0.0979522 0.0983513 0.0814925 0.144085 0.0811514 0.0621762 0.0534774 0.0470023
threshold=0.15390500000000004 0.095435000000000006 0.096055000000000015 -0.074254999999999988 0.085805000000000006 -0.14259999999999998 0.085705000000000017 0.10971000000000002 0.088315000000000018 -0.04689999999999999 0.088735000000000022 0.081990000000000021 -0.06669499999999999 0.10861000000000003 -0.016149999999999994 -0.082384999999999986 0.083250000000000005 0.091995000000000007
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 16 7 8 9 -5 11 12 13 -7 -14 -12 -1 -8
right_child=-2 2 -4 6 -6 10 17 -9 -10 -11 15 -13 14 -15 -16 -17 -18 -19
leaf_value=0.014496930850585165 -0.010741328416353264 -0.0040686348414954183 0.012848444504610113 0.0091741473423311987 -0.00047580479859383687 0.0071304364850496476 -0.0039414123651631697 0.01356006769293633 0.010115095019570638 0.00063170399650548485 -0.0011071442142688939 0.012264503301741933 -0.00080865141282651296 0.015602200194576192 0.005971266151050412 0.0057783383062191152 0.0083148937456623499 0.0023932289050550512
leaf_weight=84 52 73 52 66 59 433 60 63 92 334 76 88 52 66 1055 72 79 74
leaf_count=84 52 73 52 66 59 433 60 63 92 334 76 88 52 66 1055 72 79 74
internal_value=0 0.00575338 0.00358534 0.00295086 0.00660754 0.00681688 0.00369718 0.00469684 0.00355826 0.0020457 0.00640045 0.00676371 0.00646118 0.00825455 0.00565116 0.00223041 0.0115118 -0.00042977
internal_weight=0 2878 814 762 2064 2005 689 555 492 400 1842 1694 1606 499 1107 148 163 134
internal_count=2930 2878 814 762 2064 2005 689 555 492 400 1842 1694 1606 499 1107 148 163 134
is_linear=0
shrinkage=0.16829


Tree=7721
num_leaves=25
num_cat=0
split_feature=1 41 1 482 16 474 42 475 158 4 475 52 402 52 4 158 4 16 4 1 52 42 16 158
split_gain=0.340038 0.159525 0.195784 0.135385 0.113758 0.137544 0.0851295 0.0784118 0.0750463 0.0796397 0.0748776 0.0826553 0.0787809 0.0706955 0.0681345 0.0660425 0.0721025 0.158606 0.274696 0.134464 0.071565 0.0430311 0.0427871 0.0404072
threshold=0.15390500000000004 0.093830000000000011 0.095435000000000006 0.096055000000000015 -0.094174999999999995 0.085295000000000024 -0.027559999999999998 -0.081219999999999987 0.085110000000000005 0.065755000000000008 -0.085684999999999997 0.11873500000000001 0.11135000000000002 0.081945000000000018 -0.071344999999999992 0.065940000000000012 -0.0083549999999999978 -0.090614999999999987 0.053330000000000009 0.11319000000000001 -0.063199999999999992 0.08542000000000001 0.62619000000000014 0.10380000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 15 6 10 -1 21 9 13 -6 12 -12 -8 -13 16 20 19 -19 -18 22 -7 -4 -17
right_child=-2 -3 3 -5 5 7 8 -9 -10 -11 11 14 -14 -15 -16 23 17 18 -20 -21 -22 -23 -24 -25
leaf_value=0.0071535671370833737 -0.008933672919654927 0.013696448192377865 0.00059273486872335164 0.010686182630979446 0.012189902839010973 0.0019962092608385574 0.0060886174649593897 0.0059740112931176747 0.0063480020452230954 -0.0049543564567874595 0.0063438204711428487 0.014938578577746827 0.0016556743971407539 -0.001528200562537038 0.0075785776933277342 -0.0054532720952485255 0.0081472750389275459 -0.012447806291424364 0.0031993699972217189 0.00019142088942215868 0.0082716029264214268 -0.0043508137733731713 0.0062941218445486469 0.0011588010657226128
leaf_weight=94 52 56 114 52 67 72 65 85 63 69 1101 53 113 73 115 52 101 58 70 150 95 52 56 52
leaf_count=94 52 56 114 52 67 72 65 85 63 69 1101 53 113 73 115 52 101 58 70 150 95 52 56 52
internal_value=0 0.00478588 0.00460842 0.00237596 0.00549081 0.00608317 0.00278767 0.00203481 0.00126103 -0.000278498 0.00666586 0.00639675 0.00590892 0.00204641 0.00991118 0.00179584 0.00243261 0.000937645 -0.00387672 0.00339994 0.00456392 -0.000650957 0.00248141 -0.00212996
internal_weight=0 2878 2822 800 2022 1658 364 209 270 207 1449 1382 1214 138 168 748 644 379 128 251 265 124 170 104
internal_count=2930 2878 2822 800 2022 1658 364 209 270 207 1449 1382 1214 138 168 748 644 379 128 251 265 124 170 104
is_linear=0
shrinkage=0.16829


Tree=7722
num_leaves=16
num_cat=0
split_feature=4 3 2 123 14 14 457 2 2 2 1447 2 15 151 4
split_gain=12.4584 4.97841 2.49192 1.90396 0.8369 0.825726 0.789077 0.809351 0.579092 0.344844 0.285479 0.281864 0.273292 0.144291 0.109926
threshold=0.31392000000000003 0.28833000000000003 0.14561000000000004 0.081180000000000016 -0.42227999999999993 0.073890000000000011 0.041935000000000007 0.091290000000000024 0.12665000000000001 -1.0000000180025095e-35 -0.081434999999999994 0.090215000000000004 -0.10981499999999998 -0.09193999999999998 -0.084044999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 6 10 13 12 -5 14 -12 -6 -8 -1
right_child=4 -3 -4 9 8 -7 7 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=0.0014942858024525579 0.00077632086742637503 0.00029445979752617879 0.00052720906998154633 0.00060886445138308432 0.00038912417163304423 0.0015366709440967508 0.0012831502141267023 0.00067665507764722347 0.00015656179576020257 0.00095420394530067306 0.001251359763907069 0.0011686545173863014 0.0006814578570293713 0.0010344643880709273 0.0013034667942582962
leaf_weight=52 73 70 61 52 98 90 55 58 87 83 1171 761 55 52 112
leaf_count=52 73 70 61 52 98 90 55 58 87 83 1171 761 55 52 112
internal_value=0 0.00116328 0.00118715 0.00120333 0.000466493 0.00122524 0.00121283 0.000992011 0.000372107 0.000821445 0.00123019 0.0012188 0.000494442 0.00116262 0.00136419
internal_weight=0 2617 2547 2486 313 2351 2261 165 240 135 2096 1932 153 107 164
internal_count=2930 2617 2547 2486 313 2351 2261 165 240 135 2096 1932 153 107 164
is_linear=0
shrinkage=0.0032998


Tree=7723
num_leaves=30
num_cat=0
split_feature=3 97 2 1 52 1 11 4 3 0 52 4 0 48 1 131 1 3 1 4 0 0 403 3 15 4 3 15 2
split_gain=0.270922 0.13082 0.179007 0.168959 0.138966 0.157451 0.257909 0.207953 0.268494 0.175143 0.132907 0.122742 0.112333 0.102044 0.0908734 0.138736 0.120562 0.117777 0.104943 0.0898013 0.0630795 0.062227 0.0594065 0.0588746 0.036687 0.0359989 0.0309944 0.0266996 0.0196098
threshold=0.28833000000000003 -0.0047149999999999996 0.084095000000000017 0.083250000000000005 0.090785000000000018 0.084470000000000003 0.08765000000000002 -0.111135 -0.023409999999999997 -0.097774999999999987 0.083750000000000005 0.055765000000000002 -0.034759999999999992 0.078735000000000013 0.091915000000000011 0.091385000000000008 0.090435000000000015 -0.074959999999999985 0.11097000000000001 -0.085474999999999982 -0.10998999999999999 -0.087404999999999997 -0.085079999999999975 -0.084014999999999992 0.087520000000000014 -0.068809999999999996 -0.085744999999999988 -0.058859999999999989 0.092935000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 9 7 -7 -9 11 -3 -4 14 23 16 18 26 -17 -16 22 -2 -21 -11 28 27 -26 -5 -25 -6
right_child=20 2 4 12 13 6 -8 8 -10 19 -12 -13 -14 -15 15 17 -18 -19 -20 21 -22 -23 -24 24 25 -27 -28 -29 -30
leaf_value=-0.0022639908504565121 0.00043072872477314451 0.017032165131979266 0.016096982624625188 0.009215235560820054 0.00026497473804717813 0.0060424672424427527 0.009606592310707639 -0.011534752236360718 0 -0.0045222903618697659 0.0073351777657462581 0.0058756531140720337 -0.0011439142922799361 0.012197408993575064 0.0088012105607962569 -0.0019137557437507815 -0.0026518657796450102 0.0091794186496528263 0.017259566334755859 0.0020116831269992863 -0.0070760757188295378 0.00551153247168076 0.0024228778328060723 0.0070112566776778301 0.010442345773581245 0.0054939738509838659 0.0046591734042290929 0.0017303127427737153 0.0045854328751808102
leaf_weight=69 69 80 58 67 59 89 78 80 201 53 82 80 56 81 161 54 55 54 57 203 58 510 102 58 106 72 123 53 62
leaf_count=69 69 80 58 67 59 89 78 80 201 53 82 80 56 81 161 54 55 54 57 203 58 510 102 58 106 72 123 53 62
internal_value=0 0.00495494 0.00513779 0.00727905 0.00426825 0.00343908 0.000809949 -0.00103962 -0.0032891 0.00460812 0.0121349 0.0101846 0.00602156 0.00671999 0.00672745 0.00857341 0.00426386 0.0036162 0.011021 0.00371947 -0.00298343 0.0045176 3.64874e-05 0.00563348 0.00694188 0.00845085 0.00627524 0.00450591 0.00249361
internal_weight=0 2803 2734 789 1945 1454 448 370 281 1006 162 138 627 491 571 326 245 108 218 868 127 713 155 410 289 178 190 111 121
internal_count=2930 2803 2734 789 1945 1454 448 370 281 1006 162 138 627 491 571 326 245 108 218 868 127 713 155 410 289 178 190 111 121
is_linear=0
shrinkage=0.16829


Tree=7724
num_leaves=22
num_cat=0
split_feature=1 3 123 14 48 16 3 3 133 49 3 3 49 1 1 1 0 0 3 49 0
split_gain=14.6705 2.05158 1.41274 0.769592 0.786734 0.673136 0.464565 0.429899 0.39254 0.396065 0.355833 0.281646 0.262822 0.257872 0.240938 0.232197 0.182057 0.194578 0.137656 0.126632 0.0481869
threshold=0.10749500000000002 -0.039864999999999991 0.081180000000000016 0.073890000000000011 -0.07965499999999999 0.26411500000000004 -0.07249499999999999 0.3148450000000001 0.11440000000000002 -0.016594999999999995 0.057935000000000007 0.076825000000000018 0.091160000000000005 0.094935000000000005 0.11706000000000001 0.12765500000000005 -0.10114999999999998 -0.079624999999999987 -0.08620499999999999 -0.013049999999999997 -0.088659999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 -1 14 12 11 9 -8 -11 15 16 -4 -2 -3 -6 -18 -14 -13 -20
right_child=1 7 13 -5 6 -7 8 -9 -10 10 -12 19 18 -15 -16 -17 17 -19 20 -21 -22
leaf_value=0.0007684360004293311 0.00080489919864223578 0.00045643306709054028 0.0008831179455769221 0.001417733871091119 0.00098370997731534533 0.0010304315609942145 0.00079807029377736757 0.00015272288395040362 0.00076412866260789443 0.0010259714105240081 0.0012506313758967145 0.00066207941408111335 0.0011409913965589034 0.00055154599998457222 0.0005228791875274446 0.0001972399635688752 0.0011922431696025895 0.0011063398620267337 0.0010393571060313253 0.00044547151837614389 0.00090126057851857211
leaf_weight=76 55 74 52 87 67 70 57 87 58 250 114 52 75 52 86 78 892 448 53 72 75
leaf_count=76 55 74 52 87 67 70 57 87 58 250 114 52 75 52 86 78 892 448 53 72 75
internal_value=0 0.000506208 0.00109464 0.00111203 0.00109973 0.000765108 0.00111176 0.000355622 0.00102084 0.00105612 0.00109643 0.000419451 0.0011388 0.000717671 0.000633137 0.000323658 0.00115501 0.00116355 0.00102623 0.000536591 0.000958716
internal_weight=0 574 2356 2252 2165 211 2089 363 479 421 364 276 1610 104 141 152 1407 1340 203 124 128
internal_count=2930 574 2356 2252 2165 211 2089 363 479 421 364 276 1610 104 141 152 1407 1340 203 124 128
is_linear=0
shrinkage=0.0032998


Tree=7725
num_leaves=15
num_cat=0
split_feature=3 13 9 13 0 123 1186 48 51 43 0 51 0 43
split_gain=0.384974 0.188901 0.142598 0.176999 0.23424 0.116928 0.111813 0.113727 0.194859 0.16653 0.148581 0.131951 0.0928777 0.0764053
threshold=0.11745500000000002 -0.36115499999999995 0.089020000000000016 -0.100615 -0.14164999999999997 0.09394000000000001 0.085230000000000014 0.090730000000000019 0.089215000000000017 -0.23799499999999998 -0.079554999999999987 -0.070454999999999976 -0.13619499999999998 -0.039649999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 4 -1 6 7 9 13 10 -5 -11 -2 -9
right_child=1 -3 -4 5 -6 -7 -8 8 -10 11 -12 -13 -14 -15
leaf_value=0.0067534896581505485 -0.0037980133375045983 -0.0085035537795990941 0.012642944857967442 0.0061244053866160459 -0.0062395293717837017 -0.0024518433979925482 -0.0022868443828817516 0.0021793447430158075 -0.0063148585501664771 0.0023341731541399132 0.017396306160971087 0.0057835653752184111 0.0051068215248726567 0.0098014842293297627
leaf_weight=66 57 92 61 74 97 62 59 123 64 392 61 1620 79 54
leaf_count=66 57 92 61 74 97 62 59 123 64 392 61 1620 79 54
internal_value=0 -0.00261129 0.00458182 0.00439712 -0.00096753 0.00474635 0.00492947 0.00510851 0.00163149 0.00549797 0.0112309 0.00511241 0.00136144 0.00451489
internal_weight=0 228 2733 2672 163 2509 2447 2388 241 2147 135 2012 136 177
internal_count=2961 228 2733 2672 163 2509 2447 2388 241 2147 135 2012 136 177
is_linear=0
shrinkage=0.16829


Tree=7726
num_leaves=16
num_cat=0
split_feature=3 11 9 15 1212 0 1 15 132 14 15 42 481 0 13
split_gain=0.267487 0.145085 0.269014 0.0993124 0.377137 0.152196 0.192175 0.140523 0.094822 0.113447 0.184423 0.0924993 0.0894641 0.0649573 0.0230304
threshold=0.35004500000000011 0.089795000000000014 0.087000000000000008 0.039965000000000007 0.043065000000000006 -0.071749999999999994 0.090435000000000015 0.094570000000000015 0.092880000000000004 -1.0000000180025095e-35 -0.2987999999999999 0.090385000000000007 -0.084514999999999993 -0.11214999999999999 -0.039559999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 12 -7 9 -1 -11 -8 -5 -14 -9
right_child=-2 -3 -4 5 -6 7 11 14 -10 10 -12 -13 13 -15 -16
leaf_value=0.0091264983749308314 -0.0061797253530902199 -0.0028031488114510245 0.015612865943310239 -0.0011928382050849975 -0.011187193947891593 0.016627378464625305 -0.0068781642559279889 0.0086388515168577974 -0.0022145159124625901 -0.005182769497136825 0.0036123155694787346 0.0018713293604747279 0.010683169100579329 0.004991257605671001 0.0042880106064603256
leaf_weight=97 81 96 54 61 53 52 59 68 85 71 1320 81 63 645 75
leaf_count=97 81 96 54 61 53 52 59 68 85 71 1320 81 63 645 75
internal_value=0 0.00361842 0.0038405 0.00360698 0.00276802 0.004841 0.00392234 0.00911415 0.00323936 0.00355212 0.0031621 -0.00180312 0.00496702 0.00550028 0.00636951
internal_weight=0 2880 2784 2730 1626 1104 909 195 1573 1488 1391 140 769 708 143
internal_count=2961 2880 2784 2730 1626 1104 909 195 1573 1488 1391 140 769 708 143
is_linear=0
shrinkage=0.16829


Tree=7727
num_leaves=14
num_cat=0
split_feature=2 39 14 484 51 50 11 2 1 4 474 52 52
split_gain=0.19072 0.135188 0.129302 0.160321 0.280418 0.121479 0.123271 0.155112 0.107899 0.0682512 0.0673199 0.092678 0.0385722
threshold=0.16730000000000003 0.11419500000000002 -0.07279999999999999 0.050560000000000008 -0.08569499999999998 -0.11980499999999998 0.089795000000000014 -0.080859999999999974 0.087055000000000007 0.50291500000000011 0.084050000000000014 0.11794500000000001 -0.034409999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 5 -5 -4 7 -7 -9 -1 11 12 -6
right_child=-2 -3 3 4 10 6 -8 8 -10 -11 -12 -13 -14
leaf_value=0.012906958994870227 -0.0054714614813134036 -0.0052439680546810547 0.0099453451969000253 -0.0078810932409155675 0.0037717799011607071 0.011082410977868861 -0.0036197579504902585 0.0040775646977140988 0.0015626020451466 0.0047370599288850948 -0.0017800059251825422 -0.00013812817791588862 0.010037383711723219
leaf_weight=56 77 55 79 101 52 73 72 1359 754 62 75 83 63
leaf_count=56 77 55 79 101 52 73 72 1359 754 62 75 83 63
internal_value=0 0.00300724 0.00316829 0.00292992 -0.000300716 0.0034477 0.00321958 0.00344566 0.00318098 0.00862953 0.00249717 0.00412638 0.00721986
internal_weight=0 2884 2829 2711 374 2337 2258 2186 2113 118 273 198 115
internal_count=2961 2884 2829 2711 374 2337 2258 2186 2113 118 273 198 115
is_linear=0
shrinkage=0.16829


Tree=7728
num_leaves=36
num_cat=0
split_feature=1 1 52 1 151 15 123 15 15 160 1 15 15 15 151 15 151 15 157 15 15 15 52 52 52 401 15 52 15 159 52 133 403 15 1213
split_gain=6.90148 1.32329 0.619673 0.547573 0.499562 0.277825 0.230079 0.222188 0.455648 0.489423 0.736122 0.188081 0.18595 0.171657 0.135738 0.144665 0.131957 0.121818 0.118055 0.115999 0.105986 0.104703 0.100363 0.0922237 0.155693 0.0897399 0.0748583 0.0529824 0.0433336 0.0688849 0.113746 0.0430646 0.0452439 0.0297787 0.0155463
threshold=0.10557500000000002 0.13276500000000002 -0.24841999999999997 0.092395000000000019 -1.0000000180025095e-35 -0.075094999999999981 0.081180000000000016 0.039965000000000007 -0.0065999999999999991 -0.07163499999999999 1.0000000180025095e-35 -0.22805999999999996 0.087670000000000012 -0.41725999999999991 -0.08323499999999999 -0.077474999999999988 -0.039414999999999999 0.033605000000000003 -0.056824999999999994 0.088645000000000015 -0.088819999999999982 -0.043134999999999993 -0.015159999999999998 -0.14731999999999998 0.0035300000000000006 0.078330000000000025 -0.069034999999999985 -0.11043499999999999 0.11934000000000002 -0.023859999999999996 0.11330000000000001 -0.092804999999999985 -0.0055949999999999984 0.098855000000000012 0.036805000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 13 11 8 14 -10 -11 -4 25 -3 22 23 -13 20 -17 -14 -6 -20 27 -16 -25 31 -18 -1 29 -21 -31 -9 34 -19 -33
right_child=1 5 6 4 17 -7 -8 12 9 10 -12 16 19 -15 15 18 26 33 21 28 -22 -23 -24 24 -26 -27 -28 -29 -30 30 -32 32 -34 -35 -36
leaf_value=0.00098462301731902665 0.00088313205081890932 0.00027700692229725522 0.00043273011688357144 0.00052366353266223166 0.00086771580838251069 0.00042968338187785685 0.00037826968321121414 0.0010397973702842421 0.00046316451905248563 0.0005643128846855726 0.0010830754360690901 0.00052542019533887449 0.00075695178647496616 4.5695397330307804e-05 0.0010125823133239915 0.00091045682245408056 0.00079379750776858733 0.0009501948111608399 0.00080238306083667483 0.0010198356318701989 0.00067790115803980115 0.00062295836096405222 0.0010837836964437016 0.00080768776129323621 0.00094709808102698726 0.0010825459698397004 0.00061724847084954396 0.00084750732709056931 0.00081933398412115262 0.00092333157887939147 0.00076574079589277052 0.00092870543517941035 0.00084952626765952505 0.00083509315976986159 0.0010058642475434039
leaf_weight=64 64 85 72 87 53 75 85 56 63 60 60 76 72 60 67 70 56 60 118 63 91 54 55 187 175 79 55 73 68 312 63 96 62 57 68
leaf_count=64 64 85 72 87 53 75 85 56 63 60 60 76 72 60 67 70 56 60 118 63 91 54 55 187 175 79 55 73 68 312 63 96 62 57 68
internal_value=0 0.000472864 0.000584165 0.000862716 0.000741349 0.000266291 0.000528441 0.000883975 0.000850457 0.000699962 0.000823988 0.000577589 0.000921276 0.000181535 0.000882329 0.00085969 0.000633175 0.000813776 0.000793898 0.000883957 0.000748008 0.000746257 0.000961263 0.000896721 0.00087518 0.00098093 0.000706636 0.000911819 0.000901959 0.000914706 0.00089695 0.000952339 0.000930511 0.000894421 0.000960913
internal_weight=0 628 408 2333 348 220 344 1985 1046 183 120 259 939 145 863 671 187 261 242 578 144 172 192 429 362 361 111 137 506 438 375 282 226 117 164
internal_count=2961 628 408 2333 348 220 344 1985 1046 183 120 259 939 145 863 671 187 261 242 578 144 172 192 429 362 361 111 137 506 438 375 282 226 117 164
is_linear=0
shrinkage=0.0032998


Tree=7729
num_leaves=15
num_cat=0
split_feature=0 156 1429 51 40 2 34 474 43 52 160 2 474 52
split_gain=0.151748 0.203416 0.133826 0.511324 0.102319 0.10005 0.093618 0.0961568 0.0783967 0.0984149 0.108186 0.082426 0.0571809 0.0512394
threshold=0.040570000000000002 0.089935000000000001 0.084710000000000021 -0.081684999999999994 -0.08440499999999998 0.097110000000000016 -0.081629999999999994 0.096865000000000021 -0.14724999999999996 0.5140450000000002 -0.53327999999999987 0.085585000000000008 0.097035000000000024 0.047345000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 -4 -1 -2 -6 8 11 10 -10 -8 -5 -13
right_child=1 -3 3 12 6 -7 7 -9 9 -11 -12 13 -14 -15
leaf_value=-0.0018287206847450259 0 0.0060778296292290698 -0.014997197511718177 0.0087802282259864806 0.010544678408635681 -0.0084021904712174317 0.012218440373850187 -0.0032482231506624905 -0.0030395899309443482 -0.0026551940785731394 0.003921043548879382 0.0011257676749347879 0.0012004622359607251 0.0075979387581185161
leaf_weight=95 75 75 53 57 57 87 60 56 65 71 2011 63 57 79
leaf_count=95 75 75 53 57 57 87 60 56 65 71 2011 63 57 79
internal_value=0 -0.00115804 0.00327631 -0.00133149 0.00357795 -0.00451906 0.0037873 0.0036264 0.00379106 0.00349117 0.00370224 0.0069696 0.00500611 0.00473913
internal_weight=0 237 2724 167 2557 162 2462 2405 2349 2147 2076 202 114 142
internal_count=2961 237 2724 167 2557 162 2462 2405 2349 2147 2076 202 114 142
is_linear=0
shrinkage=0.16829


Tree=7730
num_leaves=26
num_cat=0
split_feature=4 12 150 12 10 16 4 0 12 0 10 12 12 4 484 12 4 0 16 133 133 160 0 16 4
split_gain=9.47929 2.60256 0.967712 0.861479 0.696484 0.483562 0.650143 0.515717 0.37656 0.303712 0.26024 0.247904 0.154103 0.135312 0.132566 0.130823 0.11982 0.0966739 0.108398 0.0907507 0.135934 0.0882058 0.0911125 0.0569979 0.0101066
threshold=0.31392000000000003 0.056995000000000011 0.089155000000000012 0.090455000000000021 -1.0000000180025095e-35 -0.20132999999999998 -0.50231999999999988 -0.14920999999999998 -0.053404999999999987 -0.072374999999999981 -0.0062549999999999993 0.083175000000000013 0.08401500000000002 0.043640000000000005 0.057010000000000005 0.096475000000000019 0.42642000000000008 -0.082234999999999989 -0.090344999999999995 -0.14820499999999998 -0.09601999999999998 -0.29136999999999996 -0.077944999999999987 -0.4136149999999999 0.070065000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 -1 -6 -7 -8 -9 11 -2 -3 -13 14 17 -15 -12 18 -5 -14 -21 -19 -23 -18 -17
right_child=10 3 -4 13 5 6 7 8 -10 -11 16 12 19 15 -16 24 23 21 -20 20 -22 22 -24 -25 -26
leaf_value=0.00063787925100454044 0.00027717738231876338 0.0014006242569659232 0.0005608214761515703 0.001071699432489056 0.001287671848435314 0.001281543178204874 0.0011322469127408516 0.00094146834922729161 0.00066129573238485318 0.0014575460988664585 0.00041821161680167195 0.0010527327785295703 0.0013096469254652164 0.001109658748894712 0.0009304127433485775 0.00087822859504748307 0.00063460783584703094 0.00095479505820535789 0.0012486962226501356 0.0010328233443353597 0.001198563445506815 0.0010036339868233462 0.0011185046703321635 0.00050872002361463319 0.00095554277380437245
leaf_weight=69 59 62 85 69 55 55 71 109 103 52 83 95 76 66 55 52 86 58 97 62 695 101 410 81 67
leaf_count=69 59 62 85 69 55 55 71 109 103 52 83 95 76 66 55 52 86 58 97 62 695 101 410 81 67
internal_value=0 0.00108758 0.00088542 0.00114239 0.000945064 0.000998908 0.000951815 0.00088761 0.000805513 0.00120862 0.000475577 0.00119551 0.00118177 0.00107157 0.00109082 0.000989174 0.000522258 0.00110278 0.00117534 0.00119645 0.00118504 0.00108155 0.00109587 0.000573759 0.000922054
internal_weight=0 2564 547 2017 462 393 338 283 212 1042 309 990 928 975 790 185 250 735 166 833 757 569 511 167 119
internal_count=2873 2564 547 2017 462 393 338 283 212 1042 309 990 928 975 790 185 250 735 166 833 757 569 511 167 119
is_linear=0
shrinkage=0.0032998


Tree=7731
num_leaves=16
num_cat=0
split_feature=49 3 15 15 4 15 11 49 49 3 1446 4 1456 42 160
split_gain=0.258744 0.192766 0.284973 0.110567 0.127897 0.106734 0.116027 0.0921532 0.143625 0.0829802 0.182778 0.137106 0.0961121 0.082474 0.0561995
threshold=-0.23233499999999999 0.11391500000000002 -0.024929999999999997 -0.38214499999999996 0.066300000000000012 -0.42075999999999997 0.087830000000000005 0.11530000000000001 0.13281000000000001 -0.085549999999999973 0.083895000000000011 -0.17568999999999999 -0.15093999999999996 0.097025000000000014 -0.06146999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 -3 -5 14 7 9 -9 10 11 -7 -11 -14 -2
right_child=1 2 -4 4 -6 6 -8 8 -10 12 -12 -13 13 -15 -16
leaf_value=0.015418765570765816 0.0025391323577990646 0.0085109118990892331 -0.012006574701456454 0.0045240584167586251 -0.0069190240834143503 0.01176888257819996 0.0098336461516995155 -0.0058797346074912164 0.0048406008112992713 0.011784364607158978 -0.0059971280578856694 0.0028387024154501277 0.0052879505281941356 0.0020908515705541481 -0.0048021534413746304
leaf_weight=53 61 53 53 59 52 53 99 67 75 56 62 624 1162 287 57
leaf_count=53 61 53 53 59 52 53 99 67 75 56 62 624 1162 287 57
internal_value=0 0.00353926 -0.00127347 0.0021842 -0.00082048 0.00394117 0.00417614 0.00394064 -0.000204934 0.00420377 0.00273786 0.00354047 0.00492239 0.00465595 -0.000991857
internal_weight=0 2820 217 164 111 2603 2485 2386 142 2244 739 677 1505 1449 118
internal_count=2873 2820 217 164 111 2603 2485 2386 142 2244 739 677 1505 1449 118
is_linear=0
shrinkage=0.16829


Tree=7732
num_leaves=31
num_cat=0
split_feature=4 12 1 12 10 1 43 0 401 12 52 0 12 15 43 0 4 15 0 12 43 1 0 150 4 50 15 0 52 4
split_gain=5.31801 1.71249 1.29934 0.491773 0.374525 0.369481 0.318536 0.219317 0.179303 0.207528 0.174873 0.169001 0.186857 0.111124 0.104782 0.162756 0.101747 0.134047 0.092077 0.276212 0.150885 0.088424 0.26406 0.0834765 0.0719291 0.0606362 0.0717991 0.0587311 0.0507669 0.018219
threshold=0.31392000000000003 0.056995000000000011 0.087225000000000011 0.090455000000000021 -0.0062549999999999993 0.10932500000000002 -0.031974999999999996 -0.10998999999999999 0.078330000000000025 0.08598500000000002 -0.067494999999999986 -0.14534499999999997 -0.060304999999999991 -0.47129499999999996 0.092445000000000013 -0.10998999999999999 -0.00090499999999999988 -0.080724999999999977 -0.086354999999999987 0.083985000000000018 -0.025879999999999997 0.079805000000000015 -0.047019999999999999 0.084800000000000014 -0.076164999999999997 -0.041284999999999995 -0.060199999999999997 -0.038724999999999989 0.047345000000000005 0.42642000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 8 -2 6 -4 -5 14 -10 -8 -1 -13 -6 15 -3 17 -9 20 -20 -17 22 -19 -7 -23 -18 28 29 -27 -15
right_child=4 3 5 7 13 23 10 16 9 -11 -12 12 -14 27 -16 18 25 21 19 -21 -22 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00097163300232852286 5.6626431390855685e-05 0.00065364601844564998 0.00040635542463443857 0.00094204596790158004 0.00046333256302263161 0.00041057988540271035 0.00080713649433007163 0.00090053049149304513 0.0011277279199811373 0.00084384942975963416 0.00055506612271519033 0.00087081410729306704 0.00062116968397363411 0.00022781330000523113 0.00097716270797487009 0.00082507047404324673 0.00057563390883941159 0.00074021096859512906 0.00059323369643796121 0.00083468475892559645 0.00097586350676885452 0.00083806473343922756 0.00048734231541626031 0.00024956339007228909 0.00072460769216864938 0.00059844943032705559 0.00080830810662284769 0.00040111732223354344 0.00073527076346717392 0.00030994562037646743
leaf_weight=53 59 60 86 58 69 90 56 62 52 65 68 68 66 67 53 212 59 299 60 424 116 136 54 60 125 73 52 52 57 62
leaf_count=53 59 60 86 58 69 90 56 62 52 65 68 68 66 67 53 212 59 299 60 424 116 136 54 60 125 73 52 52 57 62
internal_value=0 0.000752254 0.000588249 0.000796713 0.000293819 0.000472105 0.00056172 0.000743151 0.000846797 0.000970319 0.000669188 0.000811655 0.000748118 0.000349655 0.000831135 0.000822219 0.000730533 0.000751725 0.000834632 0.000804826 0.000878507 0.000736642 0.000701628 0.000346408 0.000783862 0.000670943 0.000701647 0.000306125 0.000658711 0.000267561
internal_weight=0 2564 547 2017 309 360 210 975 1042 117 124 187 134 250 925 872 917 676 812 484 328 614 353 150 261 241 182 181 130 129
internal_count=2873 2564 547 2017 309 360 210 975 1042 117 124 187 134 250 925 872 917 676 812 484 328 614 353 150 261 241 182 181 130 129
is_linear=0
shrinkage=0.0032998


Tree=7733
num_leaves=13
num_cat=0
split_feature=3 51 1447 1447 42 50 51 13 13 50 51 13
split_gain=0.197328 0.127082 0.0928142 0.155965 0.0945775 0.129136 0.108877 0.0878885 0.0669172 0.0659918 0.120772 0.0628953
threshold=0.28833000000000003 0.17005500000000004 -0.085804999999999979 -0.079709999999999989 0.091485000000000025 0.12170000000000002 0.11024000000000002 -0.10373499999999998 -0.47365999999999991 -0.041284999999999995 -0.06533499999999999 -0.046389999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 -2 -6 -11 -12
right_child=8 -3 3 4 9 -7 -8 -9 -10 10 11 -13
leaf_value=-0.0012007534171220499 0.0013148386820311913 0.011611431671870788 0.010454181271738205 0.0093321540957208415 -0.0037575861007362421 -0.0030195507191685235 0.011865945064307857 0.0040281828916290214 -0.0067885012076370193 0.0095935011538451753 0.00067720988370421626 0.0059612640083844624
leaf_weight=102 52 60 101 94 54 66 56 1684 64 59 405 76
leaf_count=102 52 60 101 94 54 66 56 1684 64 59 405 76
internal_value=0 0.00393674 0.00376533 0.00396122 0.00369756 0.00427773 0.00454131 0.00430961 -0.00314048 0.00183877 0.00240173 0.00151585
internal_weight=0 2757 2697 2595 2494 1900 1834 1778 116 594 540 481
internal_count=2873 2757 2697 2595 2494 1900 1834 1778 116 594 540 481
is_linear=0
shrinkage=0.16829


Tree=7734
num_leaves=25
num_cat=0
split_feature=1 3 123 10 3 3 1 0 150 0 11 160 1 3 0 3 0 13 0 42 13 0 13 3
split_gain=9.6499 2.3239 1.38633 1.09844 0.995995 0.484464 0.476436 0.368939 0.385434 0.704501 0.326306 0.348163 0.309015 0.241335 0.224382 0.212875 0.196203 0.153512 0.149673 0.137035 0.115792 0.0832754 0.0826307 0.0761831
threshold=0.10932500000000002 -0.063264999999999988 1.0000000180025095e-35 -0.0062549999999999993 0.11391500000000002 0.31819000000000003 0.09518500000000002 -0.072924999999999976 0.082085000000000019 -0.105195 0.079700000000000007 -0.076219999999999996 0.122715 0.12955000000000003 -0.14920999999999998 -0.080409999999999995 -0.074504999999999988 0.064420000000000019 -0.06612999999999998 -0.062334999999999995 -0.060719999999999989 -0.18240499999999996 -0.071564999999999976 -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 2
left_child=2 12 4 -3 7 13 -4 8 14 -10 11 -9 18 16 21 17 -5 -16 -2 -13 -17 -1 -21 -11
right_child=1 3 6 5 -6 -7 -8 10 9 23 -12 19 -14 -15 15 20 -18 -19 -20 22 -22 -23 -24 -25
leaf_value=0.0012063864034428217 0.0011407373364863134 9.9651095736737004e-05 0.00096677266145453477 0.00042297913775608397 0.00065640212957356178 0.00025678779646779039 0.0005347411053905661 0.0008122641831341522 0.00071056372472381763 0.0010600042156804152 0.0012468673989581996 0.0011817262155604711 0.00070005221505241592 0.00077578868989780026 0.0011939755915643948 0.0011273317317114075 0.00066522905261363376 0.0010631317886126792 0.00089675974247217631 0.0011206025037678951 0.001015359693221624 0.0013970846496149259 0.0009778832230298753 0.0012437047210209265
leaf_weight=53 53 80 52 80 52 53 61 85 62 53 71 72 52 67 826 333 69 117 62 64 157 57 187 55
leaf_count=53 53 80 52 80 52 53 61 85 62 53 71 72 52 67 826 333 69 117 62 64 157 57 187 55
internal_value=0 0.000593036 0.00109141 0.000439655 0.0011094 0.000540641 0.000733864 0.00112013 0.00114298 0.000992408 0.00103837 0.001002 0.000913361 0.000610127 0.00115954 0.00114831 0.000535398 0.00117778 0.00100951 0.00105182 0.00109153 0.00130552 0.00101441 0.00115388
internal_weight=0 516 2357 349 2244 269 113 2192 1713 170 479 408 167 216 1543 1433 149 943 115 323 490 110 251 108
internal_count=2873 516 2357 349 2244 269 113 2192 1713 170 479 408 167 216 1543 1433 149 943 115 323 490 110 251 108
is_linear=0
shrinkage=0.0032998


Tree=7735
num_leaves=17
num_cat=0
split_feature=10 1444 403 403 15 1453 1 11 0 150 4 1456 0 15 43 1208
split_gain=0.165206 0.159999 0.110669 0.131757 0.159041 0.0906852 0.106557 0.266193 0.159922 0.159549 0.126288 0.103393 0.118521 0.0860861 0.0358318 0.0219347
threshold=-0.092019999999999977 -0.078609999999999985 -0.091109999999999983 -0.217635 0.085260000000000016 -0.077314999999999981 0.080320000000000016 0.090310000000000015 -0.099704999999999974 0.090695000000000012 0.056815000000000011 -0.090374999999999997 0.035525000000000008 0.087450000000000014 -0.023029999999999998 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 14 -5 -4 11 8 10 -10 -8 -7 13 -13 15 -3
right_child=1 2 5 4 -6 6 7 -9 9 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.0045103060509679108 -0.0051367483672511904 0.0072013879725621845 -0.0032785533238602941 0.017266567516569478 0.0047491928995020659 -0.0019953091756147998 -0.004304317582642608 0.012096257079391978 0.0021798230932924454 0.010861745170328882 0.0019434654605741469 0.0060569543481182805 -0.0017665531054296363 0.0025736559054599924 0.0011374303940426098 0.0029092980945173621
leaf_weight=77 61 92 60 58 58 67 193 72 671 66 174 838 73 267 80 56
leaf_count=77 61 92 60 58 58 67 193 72 671 66 174 838 73 267 80 56
internal_value=0 0.00337853 0.00356303 0.00639693 0.0110234 0.00316938 0.00332992 0.00217814 0.00152968 0.00295975 -0.00133726 0.00441643 0.00478263 0.00521691 0.00403525 0.00558949
internal_weight=0 2886 2825 344 116 2481 2421 1176 1104 737 367 1245 1178 1105 228 148
internal_count=2963 2886 2825 344 116 2481 2421 1176 1104 737 367 1245 1178 1105 228 148
is_linear=0
shrinkage=0.16829


Tree=7736
num_leaves=15
num_cat=0
split_feature=9 133 15 480 41 15 16 480 129 133 12 16 43 16
split_gain=0.19929 0.148147 0.136468 0.102513 0.128712 0.115939 0.245088 0.0737938 0.0733535 0.0929634 0.0717866 0.0697951 0.0537472 0.00756722
threshold=0.092645000000000019 -0.42663499999999993 0.085665000000000005 -0.040684999999999992 0.075585000000000013 -0.2987999999999999 -0.42170999999999997 0.084870000000000015 0.083825000000000011 -0.14820499999999998 0.085425000000000015 -0.041434999999999993 -0.095674999999999982 -0.007794999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 8 9 -7 -6 -9 -10 -13
right_child=-2 3 -4 4 10 7 -8 11 12 -11 -12 13 -14 -15
leaf_value=0.013286701686492521 -0.0073873768563258099 -0.0034094207574231852 0.0028496579106585783 0.0052911381140170839 0.011026000652488519 0.0079786528297731748 -0.0074785030063907057 0.010334374677666867 0.010271122324459293 0.0019691942653450984 0.0031160543887660784 0.0019037752805645474 0.0039231267062838776 0.0048407833736664975
leaf_weight=72 55 79 71 77 80 76 95 68 52 1932 56 53 145 52
leaf_count=72 55 79 71 77 80 76 95 68 52 1932 56 53 145 52
internal_value=0 0.00282961 0.00811724 0.00255549 0.0027316 0.00246153 -0.00175142 0.00276701 0.00250304 0.00219754 0.00778217 0.00612111 0.00560786 0.0033754
internal_weight=0 2908 143 2765 2686 2550 172 2378 2205 2008 136 173 197 105
internal_count=2963 2908 143 2765 2686 2550 172 2378 2205 2008 136 173 197 105
is_linear=0
shrinkage=0.16829


Tree=7737
num_leaves=18
num_cat=0
split_feature=4 3 12 2 14 457 43 2 16 0 0 4 3 124 15 43 0
split_gain=9.98475 3.8179 2.28378 1.0463 0.791201 0.688197 0.797047 0.685284 0.678893 0.554301 0.851423 0.553023 0.421738 0.340998 0.241242 0.217531 0.195112
threshold=0.31392000000000003 0.28833000000000003 -0.071274999999999991 0.12068000000000001 0.073890000000000011 0.079930000000000015 -0.00088499999999999983 0.15205000000000002 0.0077850000000000011 -0.067969999999999989 -0.11991499999999998 -0.47860499999999995 0.12478500000000002 -0.076164999999999983 -0.025879999999999997 -0.0068849999999999996 -0.075434999999999988
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 8 -7 12 16 10 -1 -10 13 -2 -5 -15 -4
right_child=7 -3 3 14 -6 6 -8 -9 11 -11 -12 -13 -14 15 -16 -17 -18
leaf_value=0.00063552892592732993 0.0004111397290332083 0.00033800967865013892 0.0012341767404671297 0.0010096301666037337 0.0014924903432414198 0.0011582302763992281 0.00066308176187890755 0.00017014953839183011 0.0012705361226859008 0.00055209003933572682 0.0012104265307948184 0.001013869436388311 0.00031196462421272868 0.00054447664853822996 0.00072243384587085445 0.00080828966367155338 0.0011260669931048872
leaf_weight=56 54 67 1311 70 86 84 62 57 123 71 57 374 55 53 61 101 221
leaf_count=56 54 67 1311 70 86 84 62 57 123 71 57 374 55 53 61 101 221
internal_value=0 0.00111641 0.00113665 0.00116393 0.00118058 0.00116823 0.000948203 0.000499042 0.00118405 0.000781809 0.000925833 0.00107746 0.000570189 0.000638301 0.000876166 0.000717726 0.0012186
internal_weight=0 2643 2576 2392 2261 2175 146 320 2029 184 113 497 263 208 131 154 1532
internal_count=2963 2643 2576 2392 2261 2175 146 320 2029 184 113 497 263 208 131 154 1532
is_linear=0
shrinkage=0.0032998


Tree=7738
num_leaves=29
num_cat=0
split_feature=1 52 1 39 0 15 1 15 0 1 15 15 0 1 39 16 11 0 1456 0 52 52 1204 1 133 0 1213 15
split_gain=14.0158 2.34566 1.3776 1.27168 0.87162 0.643985 0.64056 0.544077 0.527929 0.405729 0.394993 0.369055 0.581237 0.521321 0.360732 0.321616 0.290463 0.26278 0.22036 0.202803 0.186425 0.138301 0.112989 0.142131 0.0697372 0.0663463 0.0648839 0.025007
threshold=0.10540500000000001 -0.40011499999999994 0.12448500000000001 0.0039300000000000003 -0.12851999999999997 0.13592500000000005 0.088035000000000016 0.062230000000000008 -0.072924999999999976 0.15099500000000002 0.087670000000000012 -0.14051999999999998 -0.11073999999999999 0.085410000000000014 0.087735000000000021 -0.085264999999999994 0.079225000000000004 -0.16926499999999997 0.056265000000000009 -0.093874999999999986 -0.063199999999999992 0.083750000000000005 -0.064294999999999991 1.0000000180025095e-35 0.40304500000000004 -0.084784999999999985 -0.081269999999999995 0.085260000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 17 7 -5 11 -6 14 21 19 13 -13 15 -4 18 -3 -14 -1 -10 -9 -12 25 -25 -24 -23 -28
right_child=1 2 9 6 8 -7 -8 10 20 -11 22 12 16 -15 -16 -17 -18 -19 -20 -21 -22 26 23 24 -26 -27 27 -29
leaf_value=0.0015218768870785364 0.0013060554367607335 0.00075761988974016291 0.00050065260075935457 0.0011973975648983096 0.0012244574487496193 0.00095247944584408821 0.0007386572434055714 0.0015677124749914242 0.00070416041854466584 0.00023580059260616446 0.0011703705106990744 0.0012744154053849807 0.0012682995008420266 0.00084236904215163563 0.00040140934624082722 0.00085363530432799168 0.001032085519232871 0.00044891528592775037 0.0014285620586954543 0.0012665930615383928 0.00096106302567690186 0.0013452596434710934 0.001203233148986107 0.0014365877071578334 0.001297033483897939 0.0013194203555902473 0.0014959925863620629 0.0013945103102751719
leaf_weight=91 70 59 56 69 57 55 65 103 60 55 52 55 722 70 92 58 52 63 112 58 67 93 79 174 59 254 108 55
leaf_count=91 70 59 56 69 57 55 65 103 60 55 52 55 722 70 92 58 52 63 112 58 67 93 79 174 59 254 108 55
internal_value=0 0.000735641 0.000665157 0.00128823 0.000815546 0.00130736 0.000975137 0.00131648 0.000959268 0.000488704 0.00137428 0.00126776 0.00124489 0.00103275 0.000556056 0.000680549 0.00127477 0.000598496 0.00128986 0.00142274 0.000839969 0.00146227 0.00132311 0.00133708 0.0014014 0.00129196 0.00141971 0.00146197
internal_weight=0 637 567 2326 306 2192 134 2137 184 261 977 1160 1011 125 206 114 886 122 834 149 127 359 618 566 233 333 256 163
internal_count=2963 637 567 2326 306 2192 134 2137 184 261 977 1160 1011 125 206 114 886 122 834 149 127 359 618 566 233 333 256 163
is_linear=0
shrinkage=0.0032998


Tree=7739
num_leaves=19
num_cat=0
split_feature=9 133 403 13 42 43 43 11 1 42 403 3 42 1210 16 402 133 43
split_gain=0.166641 0.113505 0.0950691 0.181781 0.0788406 0.266997 0.122823 0.0990916 0.0929139 0.072997 0.160917 0.123303 0.111717 0.0871606 0.0663509 0.0598469 0.0721489 0.0244568
threshold=0.092645000000000019 -0.42663499999999993 -1.0000000180025095e-35 -0.09219999999999999 -0.095444999999999988 -0.22491499999999998 -0.116045 0.088630000000000014 0.091345000000000023 -0.027559999999999998 -0.070299999999999987 -0.087284999999999988 0.085790000000000019 -0.00092999999999999995 -0.083144999999999983 0.086535000000000015 0.12599500000000005 -0.095964999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 -3 17 -6 -7 8 -8 13 11 -11 -13 -5 -1 16 -15 -4
right_child=-2 2 4 9 5 6 7 -9 -10 10 -12 12 -14 15 -16 -17 -18 -19
leaf_value=0.012263586392749493 -0.0052231692112060316 0.01454219404070229 0.0084782857532060864 0.0018583484976014909 -0.0069021865688491963 0.010714445416090798 0.0039454226905548725 0.010185417318350626 0.0014301188352598038 -0.0054113974288735782 0.011853451060600418 -0.0028147633257245039 0.0053475415613518608 0.015468708528968401 0.0049486943818658705 0.0040166743569367211 0.0074920048056257025 0.0041433642151763456
leaf_weight=74 55 59 102 72 74 63 1018 55 708 56 52 63 190 54 69 55 83 61
leaf_count=74 55 59 102 72 74 63 1018 55 708 56 52 63 190 54 69 55 83 61
internal_value=0 0.00411333 0.00387306 0.00559808 0.0033052 0.00300157 0.00339998 0.00314023 0.00291469 0.00475088 0.00318628 0.00172191 0.00330793 0.00688354 0.00874659 0.00875863 0.0106492 0.00686704
internal_weight=0 2908 2765 684 2081 1918 1844 1781 1726 625 361 309 253 264 143 192 137 163
internal_count=2963 2908 2765 684 2081 1918 1844 1781 1726 625 361 309 253 264 143 192 137 163
is_linear=0
shrinkage=0.16829


Tree=7740
num_leaves=31
num_cat=0
split_feature=3 43 3 2 2 34 2 16 2 2 160 3 3 16 11 1446 401 402 3 3 3 160 16 403 50 157 474 50 156 16
split_gain=7.10161 2.36669 2.80928 1.47245 1.07374 0.889187 0.563329 0.457578 0.74076 0.396097 0.325122 0.305803 0.553481 0.38377 0.185495 0.184137 0.222005 0.251585 0.178887 0.166038 0.137343 0.127713 0.198528 0.12167 0.176156 0.099763 0.119503 0.130742 0.10487 0.0830513
threshold=-0.06656999999999999 -0.066289999999999988 0.28833000000000003 0.097005000000000022 0.12068000000000001 -0.023104999999999997 0.13084500000000002 0.3935300000000001 0.11426500000000002 -0.0098549999999999974 -0.087309999999999985 0.093925000000000022 -0.0031199999999999995 0.053305000000000012 0.08184000000000001 0.037915000000000011 1.0000000180025095e-35 0.096735000000000002 -0.013174999999999997 0.11269500000000002 0.41110500000000005 0.0065900000000000012 -0.037309999999999989 -0.082554999999999976 0.092625000000000013 -0.081374999999999989 1.0000000180025095e-35 0.077765000000000015 0.087205000000000019 -0.063769999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 9 10 -2 18 8 21 -1 -3 12 29 -13 -9 16 25 -18 -7 -6 -4 22 -5 -17 -25 28 27 -27 -11 -12
right_child=1 2 20 7 19 6 -8 14 -10 15 11 13 -14 -15 -16 23 17 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00092833785596524942 0.00023370453182198627 0.0012679248431770145 0.0003148996915822441 0.0010373832236160326 0.00056950496416404654 0.00089385204964973711 0.0003861152314323277 0.00099827268449724157 0.00062805316388011396 0.001345063393530663 0.0010465046293380881 0.00076054559904890039 0.0012852512109537751 0.0011186625499222764 0.0012468248261928634 0.0014300496480930468 0.0014252003114991784 0.0011703484776316663 0.0006456153143123306 0.0008330934125510874 0.0005454636940315443 0.0011382919824944329 0.00077840383702922327 0.0011121902577290175 0.001362543575547536 0.001137616244209856 0.00099277171905214632 0.0012316285594196695 0.0011603516657612046 0.00086215644761870923
leaf_weight=66 80 75 60 92 55 66 61 70 86 67 53 83 100 55 66 53 82 93 64 52 55 53 52 65 63 766 53 219 78 62
leaf_count=66 80 75 60 92 55 66 61 70 86 67 53 83 100 55 66 53 82 93 64 52 55 53 52 65 63 766 53 219 78 62
internal_value=0 0.000785829 0.000893915 0.00113551 0.000994542 0.000526453 0.000648885 0.000960869 0.000884678 0.00118108 0.00106861 0.00102616 0.00110472 0.000903529 0.00111915 0.0011919 0.00117843 0.00128997 0.000771914 0.000697933 0.000425476 0.000996529 0.000944108 0.00129279 0.00123569 0.0011619 0.00115012 0.00115855 0.00124594 0.000947423
internal_weight=0 921 650 2024 535 271 191 419 283 1605 428 353 215 138 136 1539 1358 175 130 107 115 197 144 181 128 1183 1038 985 145 115
internal_count=2945 921 650 2024 535 271 191 419 283 1605 428 353 215 138 136 1539 1358 175 130 107 115 197 144 181 128 1183 1038 985 145 115
is_linear=0
shrinkage=0.0032998


Tree=7741
num_leaves=23
num_cat=0
split_feature=2 2 2 150 2 15 15 14 15 49 1456 1456 15 43 15 2 42 52 15 133 15 43
split_gain=7.79947 4.5006 1.68882 1.43483 0.918185 0.5958 0.589167 0.535093 0.379669 0.607663 0.33139 0.303189 0.33011 0.421387 0.248166 0.178922 0.16276 0.113875 0.200264 0.196879 0.10802 0.107945
threshold=0.12068000000000001 -1.0000000180025095e-35 0.098655000000000007 0.082085000000000019 0.16993500000000003 -0.080724999999999977 -0.039149999999999997 0.064610000000000015 -0.091664999999999983 0.090085000000000012 -0.15627999999999997 0.082505000000000009 1.0000000180025095e-35 -1.0000000180025095e-35 -0.037394999999999991 0.13554000000000002 0.084645000000000012 -0.51296999999999993 0.086035000000000014 0.046800000000000008 0.11447500000000001 -0.049999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 8 5 15 21 10 9 -4 -3 12 13 -12 -7 -2 -13 -10 19 -19 -14 -1
right_child=4 2 3 -5 -6 14 -8 -9 17 -11 11 16 20 -15 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.00033527343527824658 0.00055159893965927838 0.001334079377510041 0.00058002324018481706 0.00046914363679729961 0.00012020020981332829 0.00089672699549930433 0.0007827328423888456 0.0013699170233697215 0.0011123643985598726 0.0010333638439453635 0.0010566146673912323 0.0013500248667541342 0.001119901465182532 0.00087846712285102446 0.0005929593723482011 0.00030904065352215296 0.0011163281664898583 0.00079283158899170548 0.0010996108836643496 0.0010284044783091387 0.00099024766134490406 0.00052455327278972232
leaf_weight=80 56 56 67 78 67 52 73 74 93 63 568 63 738 198 70 84 74 86 90 74 83 58
leaf_count=80 56 56 67 78 67 52 73 74 93 63 568 63 738 198 70 84 74 86 90 74 83 58
internal_value=0 0.00100488 0.00104543 0.000884698 0.000465593 0.000553785 0.000542445 0.00109318 0.00095315 0.00079999 0.00108166 0.00107344 0.00106041 0.00101061 0.000722723 0.000406316 0.00122405 0.0010111 0.000973284 0.000902004 0.00110684 0.000415081
internal_weight=0 2616 2405 551 329 262 211 1854 473 130 1780 1724 1587 766 122 140 137 343 250 160 821 138
internal_count=2945 2616 2405 551 329 262 211 1854 473 130 1780 1724 1587 766 122 140 137 343 250 160 821 138
is_linear=0
shrinkage=0.0032998


Tree=7742
num_leaves=18
num_cat=0
split_feature=44 42 1209 1212 159 448 43 13 2 43 52 1 13 43 12 13 16
split_gain=0.220929 0.205591 0.136156 0.134177 0.169624 0.19291 0.152823 0.175839 0.109615 0.102 0.0994933 0.0978806 0.0875484 0.122429 0.0871823 0.054047 0.01841
threshold=1.0000000180025095e-35 0.13996000000000003 -0.08342999999999999 0.086550000000000002 1.0000000180025095e-35 -0.066719999999999988 -0.080924999999999983 -0.081999999999999976 0.11366500000000002 -0.18906999999999999 -0.09823999999999998 1.0000000180025095e-35 -0.070154999999999981 -0.0076899999999999998 -0.096004999999999993 -0.012549999999999997 -0.081729999999999983
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 7 -6 10 -7 -8 -9 13 -5 -11 -14 -17
right_child=-2 -3 3 12 6 9 8 11 -10 14 -12 -13 15 -15 -16 16 -18
leaf_value=0.013841037335555533 0.01647923345871577 -0.0033962814184454815 -0.0035622368656293806 0.018653334618891338 0.011074197680989056 -0.00030726458105607621 0.0075092111309723302 0.0055759932126387109 0.00551167268670847 0.011582510362039939 0.015568024771726556 -0.0041740984468091914 0.0020925313127220994 0.0077938705715262912 0.0049817540660231701 0.010992667245193514 0.006525924322637008
leaf_weight=59 54 70 79 53 70 100 67 55 84 59 129 62 53 68 1772 53 58
leaf_count=59 54 70 79 53 70 100 67 55 84 59 129 62 53 68 1772 53 58
internal_value=0 0.00559676 0.00582055 0.00564857 0.00524898 0.00457567 0.00814313 0.00440149 0.0106356 0.00490953 0.0128224 0.000393923 0.00911514 0.0125653 0.00519543 0.00655861 0.00867488
internal_weight=0 2891 2821 2762 2477 2010 467 187 280 1931 196 117 285 121 1831 164 111
internal_count=2945 2891 2821 2762 2477 2010 467 187 280 1931 196 117 285 121 1831 164 111
is_linear=0
shrinkage=0.16829


Tree=7743
num_leaves=21
num_cat=0
split_feature=3 10 40 3 2 3 483 41 13 403 4 2 4 49 49 483 484 13 13 4
split_gain=0.200513 0.202875 0.120248 0.0950975 0.120198 0.226079 0.219997 0.12164 0.139333 0.118566 0.128996 0.10501 0.166719 0.125132 0.12696 0.0945417 0.084283 0.082845 0.0507419 0.0495426
threshold=0.41720500000000005 -0.11133 0.0045850000000000005 -0.076289999999999983 0.084745000000000015 -0.12077499999999998 0.013915000000000002 0.077915000000000012 -0.088654999999999998 -0.072349999999999984 -0.084564999999999987 -0.007134999999999999 -0.068329999999999988 -0.05529499999999999 -0.084599999999999981 0.092865000000000017 0.073590000000000003 -0.0099999999999999985 -0.075154999999999986 -0.44205499999999992
decision_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 8 -6 10 -7 -5 18 14 -14 -8 -15 -11 -13 -20
right_child=-2 2 -4 11 6 9 15 -9 -10 17 -12 12 13 16 -16 -17 -18 -19 19 -21
leaf_value=-0.0047958813210950413 0.015195049362660876 0.016482550267602061 -0.0020750542128337309 -0.0013911223681140129 -0.0017914662494850758 0.0045717255430475128 0.01473579344352951 -0.0033888003049449421 0.0050015893948428458 0.0058689857184160152 0.013350187326966481 0.00432791768732021 0.0030397785863679086 0.0027360436049977152 0.013728829063805962 0.0063625744122830187 -0.0041139564002432563 -0.00070717494865851392 0.007193651244069523 0.013727655892960444
leaf_weight=63 52 73 69 102 95 81 79 62 824 275 117 54 70 537 58 76 56 67 67 68
leaf_count=63 52 73 69 102 95 81 79 62 824 275 117 54 70 537 58 76 56 67 67 68
internal_value=0 0.00463521 0.00484579 0.0050194 0.00577255 0.0076765 0.00474357 0.00380981 0.00429741 0.00648272 0.00976807 0.003716 0.00429042 0.00312029 0.00789729 0.0106418 0.00208613 0.00457542 0.00874474 0.0104982
internal_weight=0 2893 2830 2761 1749 613 1136 981 919 540 198 1012 910 721 128 155 593 342 189 135
internal_count=2945 2893 2830 2761 1749 613 1136 981 919 540 198 1012 910 721 128 155 593 342 189 135
is_linear=0
shrinkage=0.16829


Tree=7744
num_leaves=10
num_cat=0
split_feature=45 39 13 1456 1452 0 48 8 400
split_gain=0.152676 0.130757 0.0994374 0.0902191 0.0957404 0.0915362 0.0965508 0.100302 0.0905006
threshold=0.08179500000000002 0.099350000000000008 -0.0015099999999999998 -0.15824499999999997 0.093915000000000012 -0.23215999999999995 -0.083779999999999979 0.077880000000000019 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -7 8 -8
right_child=-2 2 -4 4 -6 6 7 -9 -10
leaf_value=0.010119441699520667 0.01297642892497361 0.0025086938593595052 -0.006877901919392056 -0.0028888823509458043 -0.0031237984724358935 0.011152526636008929 0.0040516336595584927 -0.0030209368358625338 0.010208322463413381
leaf_weight=69 53 78 54 52 53 56 2405 55 70
leaf_count=69 53 78 54 52 53 56 2405 55 70
internal_value=0 0.00384643 -0.00131767 0.00409406 0.0039389 0.00408147 0.00422233 0.00406823 0.00422649
internal_weight=0 2892 132 2760 2691 2638 2586 2530 2475
internal_count=2945 2892 132 2760 2691 2638 2586 2530 2475
is_linear=0
shrinkage=0.16829


Tree=7745
num_leaves=26
num_cat=0
split_feature=1 3 14 4 123 1 4 12 4 48 4 1 484 15 150 52 15 133 3 12 4 12 1 16 52
split_gain=15.0629 2.95542 1.07439 1.02942 0.912956 0.882642 0.829876 0.646009 0.371675 0.319566 0.449299 0.391944 0.746429 0.316406 0.236804 0.215835 0.182749 0.15395 0.150497 0.139344 0.118981 0.097062 0.0857017 0.0685459 0.0590529
threshold=0.10398500000000001 -0.049204999999999992 0.064610000000000015 0.41377500000000006 0.081630000000000022 0.12040000000000002 0.31392000000000003 0.099035000000000026 0.058025000000000007 0.090730000000000019 -0.50139499999999992 0.080320000000000016 0.050560000000000008 -0.41725999999999991 0.085845000000000019 -0.22711499999999998 -0.13513499999999998 0.11330000000000001 0.040040000000000006 0.11755500000000001 0.018150000000000003 -1.0000000180025095e-35 0.11644500000000001 -0.067654999999999979 -0.010394999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 15 7 14 20 9 19 10 -1 17 -13 18 21 -2 -11 -12 -8 23 -7 -3 -17 -9 -25
right_child=1 5 -4 -5 -6 6 13 8 -10 16 11 12 -14 -15 -16 22 -18 -19 -20 -21 -22 -23 -24 24 -26
leaf_value=0.0015836826346486671 0.0013060220982647514 0.00075361520698268231 0.0016499349020494163 0.00065446151152107859 0.00093127753931885248 0.00057237518301503636 0.00028677583337277369 0.0013217018175552743 0.00092462467605117227 0.0013070504788507658 0.001365390544899535 0.0012820936982584489 0.000859890514592782 9.6662918626892169e-05 0.0005758717321703783 0.0011601717992038728 0.001077379378158626 0.001244268913975581 0.0005330568630899596 0.0010541740114717896 0.00079657649750410346 0.00094655798818030863 0.00096508566975703777 0.0012716132119279147 0.0011097515988431643
leaf_weight=73 69 69 88 59 81 55 56 89 64 67 966 405 52 53 56 54 95 138 54 53 52 53 52 56 55
leaf_count=73 69 69 88 59 81 55 56 89 64 67 966 405 52 53 56 54 95 138 54 53 52 53 52 56 55
internal_value=0 0.000732018 0.00129105 0.00103277 0.00127664 0.00057485 0.000455597 0.00128986 0.00115163 0.00131424 0.00132827 0.0013163 0.00123413 0.000306982 0.000755541 0.00116011 0.00117258 0.00135028 0.000407998 0.00120891 0.000681662 0.000837723 0.0010648 0.00124974 0.00119173
internal_weight=0 682 2282 234 2194 448 270 2113 317 1796 1634 1561 457 163 178 175 162 1104 110 253 107 122 106 200 111
internal_count=2964 682 2282 234 2194 448 270 2113 317 1796 1634 1561 457 163 178 175 162 1104 110 253 107 122 106 200 111
is_linear=0
shrinkage=0.0032998


Tree=7746
num_leaves=11
num_cat=0
split_feature=1452 3 16 9 4 149 4 1375 16 3
split_gain=0.190557 0.126678 0.186807 0.152178 0.120276 0.113746 0.161791 0.111059 0.161732 0.143526
threshold=0.086470000000000005 0.31351000000000001 -0.20132999999999998 -1.0000000180025095e-35 -0.0044799999999999987 0.079475000000000004 -0.50946499999999995 -0.14057999999999995 -0.52541999999999989 0.076825000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 6 -5 -8 -9 -10
right_child=4 2 -4 5 -6 -7 7 8 9 -11
leaf_value=-0.0031723230456262457 0.016219295900434125 0.0049603455965358196 -0.0091611327308101769 -0.0052617279603402057 0.0049220498203451724 0.010897748953601955 -0.0033120470012450126 -0.0027147130014718436 0.0039936181966020575 0.0087016774517282552
leaf_weight=88 55 52 54 55 53 65 58 94 2189 201
leaf_count=88 55 52 54 55 53 65 58 94 2189 201
internal_value=0 0.00348152 -0.00221667 0.00370181 0.0106919 0.00392973 0.00375464 0.00395043 0.00412073 0.00439032
internal_weight=0 2856 106 2750 108 2662 2597 2542 2484 2390
internal_count=2964 2856 106 2750 108 2662 2597 2542 2484 2390
is_linear=0
shrinkage=0.16829


Tree=7747
num_leaves=20
num_cat=0
split_feature=1452 1 34 132 3 1 159 1212 159 1446 3 159 47 402 1456 1446 0 1 1
split_gain=0.131882 0.12003 0.132791 0.0962765 0.0851751 0.0756456 0.0999249 0.108643 0.103532 0.13974 0.0683319 0.0538966 0.121603 0.0519734 0.0468662 0.0373843 0.0289054 0.0232121 0.00324547
threshold=0.086470000000000005 0.12000500000000001 -0.027829999999999997 -0.15127999999999997 -0.049204999999999992 0.11277000000000001 -0.085534999999999986 -0.035619999999999992 -0.022294999999999995 0.037915000000000011 -0.082204999999999986 0.091130000000000017 0.096770000000000009 0.016205000000000004 -0.080439999999999984 0.083705000000000016 -0.085674999999999987 0.11657000000000002 0.13831000000000002
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 -4 6 15 10 -9 -10 -8 12 18 -12 -2 16 -5 -7 -6
right_child=14 2 4 5 11 17 7 8 9 -11 13 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0091769128844522829 0.012560283232271355 -0.0074425305326595061 0.0061612348930507703 0.0017302058774833053 -0.0042438036916386292 0.0094883728147935539 0.01118387414184892 -0.0033431287216768974 0.0021422212632158395 0.0099278862590589066 0.0010722669337666709 0.0038669552835589069 0.0046632134419241546 0.0080080059631066243 0.0054601588290047178 0.0096393103472276736 0.0065474931954324833 0.0047526419470877122 -0.0063091488017173502
leaf_weight=77 52 57 79 56 52 63 59 92 1734 68 69 63 52 56 56 67 101 59 52
leaf_count=77 52 57 79 56 52 63 59 92 1734 68 69 63 52 56 56 67 101 59 52
internal_value=0 0.0028954 0 0.00330644 0.00142312 0.00311922 0.00290149 0.002536 0.0021553 0.00243702 0.00644498 -0.000277862 -0.00196325 0.00419385 0.00889537 0.006284 0.00484067 0.00721287 -0.00529375
internal_weight=0 2856 355 2501 298 2424 2302 2078 1894 1802 184 219 156 125 108 224 157 122 104
internal_count=2964 2856 355 2501 298 2424 2302 2078 1894 1802 184 219 156 125 108 224 157 122 104
is_linear=0
shrinkage=0.16829


Tree=7748
num_leaves=29
num_cat=0
split_feature=1 1 12 15 12 1 12 39 2 3 12 15 52 15 3 12 15 457 3 15 3 481 1213 1212 52 3 12 1212
split_gain=11.4556 1.96109 1.21068 0.765604 0.733811 0.730805 0.651234 0.612691 0.545507 0.531673 0.570314 0.440137 0.341009 0.277242 0.261173 0.251286 0.246476 0.23225 0.203203 0.163309 0.148152 0.106394 0.112259 0.0976746 0.0874168 0.0816184 0.0497289 0.0288806
threshold=0.10398500000000001 0.12313000000000002 0.088965000000000002 0.039965000000000007 -0.042789999999999988 0.09258000000000001 0.082165000000000016 0.055555000000000007 0.14290000000000003 -0.115685 0.096675000000000025 0.12479500000000002 -0.090304999999999983 -0.2987999999999999 0.088880000000000015 0.083705000000000016 -0.044024999999999988 0.079020000000000021 -0.11749 -0.076194999999999999 0.0035100000000000005 -0.0085599999999999982 0.086505000000000012 -0.013469999999999998 0.26760500000000004 -0.027864999999999997 0.088885000000000006 0.041590000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 5 13 9 -5 12 -6 -1 14 18 -7 -3 15 25 -4 20 -8 -12 -2 27 23 -23 -17 -11 -24 -20
right_child=1 4 16 6 8 7 11 -9 -10 10 19 -13 -14 -15 -16 24 -18 -19 21 -21 -22 22 26 -25 -26 -27 -28 -29
leaf_value=0.00079824858538717937 0.00056491771619206254 0.00011604402001293611 0.00086864432133855441 0.0014529836476649435 0.00069707354952289484 0.0011392395087620774 0.0013264729884469514 0.00052261432356756512 0.00030434616668658802 0.0013379863449688987 0.0010000137479162792 0.00082383674397628866 0.00079324781441904074 0.00040678111629203215 0.00089571557171748439 0.0010694207978125627 0.0011571175747414428 0.00040695447324078354 0.001273564153341169 0.00079854816137862276 0.00076820143041411075 0.0011600649734862432 0.0012673638488040345 0.001056743357472208 0.0012160304534699531 0.0011770437111583666 0.0011227941581950609 0.0011512644128945256
leaf_weight=93 96 100 88 63 96 54 52 56 65 57 86 58 76 56 64 491 53 59 52 96 69 135 57 510 53 111 63 55
leaf_count=93 96 100 88 63 96 54 52 56 65 57 86 58 76 56 64 491 53 59 52 96 69 135 57 510 53 111 63 55
internal_value=0 0.00057241 0.000737417 0.00105994 0.000382307 0.00100412 0.00112598 0.000812595 0.000538738 0.00103799 0.00106122 0.00110496 0.000937238 0.000220637 0.00110041 0.00111876 0.000977327 0.000586245 0.00112257 0.00089394 0.000650141 0.00111037 0.00109625 0.00107842 0.00108377 0.00123186 0.00119176 0.00121103
internal_weight=0 682 365 2282 317 1237 1045 186 161 1051 958 982 130 156 776 712 141 224 924 182 165 872 765 645 544 168 120 107
internal_count=2964 682 365 2282 317 1237 1045 186 161 1051 958 982 130 156 776 712 141 224 924 182 165 872 765 645 544 168 120 107
is_linear=0
shrinkage=0.0032998


Tree=7749
num_leaves=11
num_cat=0
split_feature=0 16 1452 0 48 47 149 16 448 48
split_gain=0.119907 0.272455 0.108673 0.0850535 0.0780732 0.0913779 0.081677 0.0981574 0.0761895 0.0985249
threshold=0.10446500000000002 0.041025000000000006 0.098440000000000014 0.12503500000000004 0.12663000000000002 0.11939500000000002 0.079475000000000004 -0.53870999999999991 -0.075979999999999978 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 5 6 7 -1 -9 -10
right_child=1 3 -4 -5 -6 -7 -8 8 9 -11
leaf_value=-0.0027658138260961878 -0.011158994533938347 -0.0010724513499812257 0.011145700573392998 0.008480635043924491 -0.0012396381147430117 0.010116112407646465 0.0092709312269237537 0.0091835209457425022 -0.0034492460535115932 0.0034993241577709303
leaf_weight=73 52 52 53 53 97 60 67 65 59 2333
leaf_count=73 52 52 53 53 97 60 67 65 59 2333
internal_value=0 -0.00118829 0.00358241 0.00373247 0.00343621 0.00360759 0.00345652 0.00330184 0.00348284 0.00332718
internal_weight=0 157 2807 105 2754 2657 2597 2530 2457 2392
internal_count=2964 157 2807 105 2754 2657 2597 2530 2457 2392
is_linear=0
shrinkage=0.16829


Tree=7750
num_leaves=15
num_cat=0
split_feature=41 8 132 160 41 13 16 16 158 147 147 13 16 16
split_gain=0.183569 0.0970234 0.101093 0.155225 0.122836 0.132586 0.124579 0.172701 0.0781554 0.102145 0.0885815 0.0748482 0.0451191 0.0378827
threshold=0.10138000000000001 0.084325000000000011 0.090285000000000018 -1.0000000180025095e-35 0.078150000000000011 -0.095139999999999988 -0.20132999999999998 -0.091794999999999988 -0.14117999999999997 0.093085000000000015 1.0000000180025095e-35 -0.0037749999999999993 -0.0037499999999999994 -0.080909999999999996
decision_type=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 -10 13 -9 -5
right_child=-2 -3 3 11 -6 8 7 12 9 -11 -12 -13 -14 -15
leaf_value=0.0057097963405429572 -0.0068075681814479339 -0.0037825437976943626 -0.0078149489519377443 0.0017427032554894993 0.010235911910638185 -0.0010639511691590622 -0.010623771373755028 -0.0017272523081506917 0.0041206819351128224 0.011269673138748907 -0.0015024233367544127 -0.0027067368352791965 0.0044333275606508 0.0080452677726878634
leaf_weight=76 52 54 55 53 79 86 52 84 2086 55 82 52 56 57
leaf_count=76 52 54 55 53 79 86 52 84 2086 55 82 52 56 57
internal_value=0 0.00326905 0.00340222 -8.21769e-05 0.00368757 0.00348613 -5.04398e-05 -0.00233989 0.00389739 0.00409014 0.00390717 0.00253206 0.000724147 0.00502491
internal_weight=0 2927 2873 217 2656 2577 268 192 2309 2223 2168 162 140 110
internal_count=2979 2927 2873 217 2656 2577 268 192 2309 2223 2168 162 140 110
is_linear=0
shrinkage=0.16829


Tree=7751
num_leaves=24
num_cat=0
split_feature=15 10 12 52 12 12 49 52 147 48 12 13 48 16 1212 133 49 13 1429 157 16 48 52
split_gain=5.33026 2.68691 1.66149 0.655921 0.583444 0.560799 0.511403 0.458591 0.279471 0.419257 0.236154 0.218905 0.203621 0.136305 0.130409 0.211771 0.130519 0.127972 0.101516 0.0582949 0.0719565 0.049814 0.0109576
threshold=-0.26361999999999991 -0.15282499999999996 0.056995000000000011 -0.089214999999999975 -0.082039999999999988 0.092855000000000007 0.10542000000000001 0.047800000000000009 0.088035000000000016 0.085395000000000013 0.11755500000000001 -0.0086749999999999969 0.093225000000000016 -0.38959499999999997 0.089955000000000021 -0.016594999999999995 -0.011165 -0.013254999999999998 0.083420000000000008 -0.059399999999999988 -0.097179999999999975 0.08593000000000002 -0.13963499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 11 -1 13 7 8 9 -5 12 -3 19 -4 16 -16 21 -6 -18 -7 -21 -15 -13
right_child=1 2 5 6 17 10 -8 -9 -10 -11 -12 22 -14 14 15 -17 18 -19 -20 20 -22 -23 -24
leaf_value=0.0002220714731922882 0.00024559992419267269 0.00081881167136681633 0.0009108138609707938 0.0009088551638130756 0.00043090491553418261 0.00086977354216054477 0.00043065248960852506 0.00097752207172288478 0.00050217691719729317 0.00061490465010741223 0.00078249311988497791 0.0010347453260371939 0.00079388893954356521 0.00092652774057281836 0.0010952828343848506 0.000801508576187544 0.0010699012389600773 0.00063860291905018637 0.001178584531126175 0.00088604032129068388 0.0010041115612790515 0.0010561153742317368 0.0011214116977784003
leaf_weight=91 58 56 77 110 53 54 52 97 56 104 97 52 75 95 54 56 872 89 113 70 487 59 52
leaf_count=91 58 56 77 110 53 54 52 97 56 104 97 52 75 95 54 56 872 89 113 70 487 59 52
internal_value=0 0.000949106 0.000964273 0.000807392 0.000428981 0.00100733 0.000738426 0.000781938 0.000711543 0.000766165 0.00093688 0.000987776 0.000958659 0.0010489 0.00105738 0.000946045 0.0010681 0.00056133 0.00108241 0.000978827 0.000989336 0.000976404 0.00107842
internal_weight=0 2746 2688 579 233 2109 419 367 270 214 783 160 686 1326 1249 110 1139 142 985 611 557 154 104
internal_count=2979 2746 2688 579 233 2109 419 367 270 214 783 160 686 1326 1249 110 1139 142 985 611 557 154 104
is_linear=0
shrinkage=0.0032998


Tree=7752
num_leaves=19
num_cat=0
split_feature=15 13 39 147 42 13 13 47 132 15 133 42 133 15 15 40 13 15
split_gain=6.98878 3.10325 2.26292 0.728838 0.704283 0.472129 0.34071 0.327327 0.235382 0.236317 0.221484 0.179067 0.16643 0.154274 0.136143 0.130127 0.0689588 0.0515355
threshold=-0.26361999999999991 -0.17030499999999998 0.0047850000000000011 0.087170000000000011 -1.0000000180025095e-35 -0.052719999999999996 -0.0090849999999999976 0.120245 0.082230000000000011 0.079600000000000018 0.11440000000000002 0.095330000000000012 0.16203500000000001 0.039965000000000007 -0.46483499999999994 -0.080749999999999975 -0.021089999999999994 -0.072289999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 17 3 7 -4 11 15 8 10 16 13 -1 -12 -3 -7 -6 -10 -2
right_child=1 2 4 -5 6 14 -8 -9 9 -11 12 -13 -14 -15 -16 -17 -18 -19
leaf_value=7.6609513889756172e-05 0.00037738273778999083 0.0010025333412554465 0.00096599364598939615 0.00071271734253271646 0.00074088892884923417 0.00060559611621888772 0.00031735621674549761 0.00077501827325114321 0.00088152278555883199 0.0010348863795580795 0.00076298977241969249 0.00032880787850035376 0.00096926983290658998 0.0010668479274114923 0.00036939091196969186 0.00051800616444507962 0.00072050826149423774 0.00050938116898914239
leaf_weight=66 68 1002 55 103 62 57 54 71 66 84 56 58 208 734 52 56 59 68
leaf_count=66 68 1002 55 103 62 57 54 71 66 84 56 58 208 734 52 56 59 68
internal_value=0 0.00093008 0.000955414 0.00098543 0.000640159 0.000334593 0.000535763 0.000997734 0.00100488 0.000898045 0.00101602 0.000194857 0.000925647 0.00102975 0.000493234 0.000635413 0.000805806 0.000443641
internal_weight=0 2746 2610 2383 227 233 172 2280 2209 209 2000 124 264 1736 109 118 125 136
internal_count=2979 2746 2610 2383 227 233 172 2280 2209 209 2000 124 264 1736 109 118 125 136
is_linear=0
shrinkage=0.0032998


Tree=7753
num_leaves=13
num_cat=0
split_feature=3 48 0 16 4 51 148 1211 1420 1454 0 4
split_gain=0.277052 0.177764 0.165469 0.246048 0.161576 0.0794937 0.0674437 0.0670087 0.0690448 0.0789056 0.0607198 0.0263689
threshold=0.42240500000000009 0.093225000000000016 -0.05226999999999999 -0.23389999999999997 -0.51323499999999989 -0.40444499999999994 -0.084284999999999985 0.10678000000000001 -0.052769999999999991 0.08981500000000002 -0.085894999999999985 -0.008454999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 -7 8 -8 -10 11 -5
right_child=-2 2 -4 10 5 6 7 -9 9 -11 -12 -13
leaf_value=0.013841616473172277 -0.0082169355830628045 -0.0077527434528739765 -0.0075224169697552818 0.0041525279227027628 0.0091274899997073108 0.0099892327359146094 0.0088082080897808456 0.0087103157997960468 0.0039293253300681577 -0.0020943622943903274 0.0011978278797149468 0.009099656110770812
leaf_weight=53 52 55 60 53 99 57 80 87 2162 63 80 78
leaf_count=53 52 55 60 53 99 57 80 87 2162 63 80 78
internal_value=0 0.00416442 0.000453796 0.0022597 0.0046288 0.00443646 0.0042461 0.00410849 0.00393402 0.00375796 0.00487809 0.00711186
internal_weight=0 2927 326 266 2601 2548 2449 2392 2305 2225 211 131
internal_count=2979 2927 326 266 2601 2548 2449 2392 2305 2225 211 131
is_linear=0
shrinkage=0.16829


Tree=7754
num_leaves=20
num_cat=0
split_feature=2 12 3 2 3 2 16 12 2 43 160 10 474 474 43 43 12 2 133
split_gain=4.32262 1.9728 0.672429 0.617508 0.44265 0.390322 0.380883 0.285644 0.22458 0.398754 0.228615 0.173382 0.147867 0.1589 0.144185 0.130836 0.096506 0.0940986 0.0708833
threshold=0.13554000000000002 -0.012249999999999999 0.11878500000000002 -1.0000000180025095e-35 -0.0075749999999999993 0.097180000000000016 -0.50790499999999994 0.092855000000000007 0.087865000000000013 0.05259500000000001 -0.39860499999999993 -0.0088449999999999987 0.085295000000000024 0.023345000000000001 -0.073404999999999984 0.15834000000000004 0.11619500000000001 0.15000000000000002 0.024055000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 11 -2 -5 -3 8 12 10 -10 -1 13 -8 -7 16 18 -6 -9
right_child=4 2 -4 5 17 14 7 15 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00047308762197965362 0.00045038920277103433 0.00059773078236035249 0.00051015774850113067 0.00082076150022569717 0.00026075510099417477 0.00039846877166719924 0.00086613788774507635 0.00071236278726869763 0.0010115366484351291 0.00051074395100424034 0.00078351795971899206 0.00022223792640551441 0.00074060418709171469 0.0010577032914637807 0.00063675093017214878 0.00086904573477259231 0.00059722038488479177 7.9142978396931285e-05 0.00078711132408479465
leaf_weight=52 95 101 93 71 53 62 802 312 55 55 447 73 99 52 52 95 53 77 280
leaf_count=52 95 101 93 71 53 62 802 312 55 55 447 73 99 52 52 95 53 77 280
internal_value=0 0.000754929 0.000786409 0.000506629 0.000278984 0.000627895 0.000797322 0.000806266 0.000832515 0.000779225 0.00080857 0.000326873 0.000863624 0.000877844 0.000507468 0.000752657 0.00073546 0.000153456 0.000747776
internal_weight=0 2754 2444 310 225 185 2351 2250 1510 557 502 125 953 854 114 740 645 130 592
internal_count=2979 2754 2444 310 225 185 2351 2250 1510 557 502 125 953 854 114 740 645 130 592
is_linear=0
shrinkage=0.0032998


Tree=7755
num_leaves=33
num_cat=0
split_feature=1 3 1 3 123 3 12 156 52 3 43 12 12 39 16 12 16 43 1 52 3 16 403 1 16 43 16 12 16 403 43 12
split_gain=17.0708 3.65817 1.31183 1.20776 0.725187 0.876736 0.637142 0.568948 0.527779 0.47156 0.51901 0.688759 0.427381 0.394257 0.207441 0.201113 0.185242 0.171016 0.157415 0.15203 0.146604 0.136905 0.262773 0.152909 0.129245 0.0915383 0.088591 0.0882654 0.0762367 0.0664165 0.0427208 0.0179911
threshold=0.10557500000000002 -0.06656999999999999 0.15314500000000003 -0.075914999999999996 0.08901000000000002 0.28833000000000003 0.079335000000000017 0.083125000000000018 -0.072144999999999987 0.088880000000000015 -0.078409999999999994 0.09227500000000001 0.090285000000000018 0.089030000000000012 -0.16956499999999999 0.11296000000000002 -0.088604999999999975 0.0034500000000000004 0.11239500000000001 0.111725 -0.10067 -0.074904999999999985 -0.069569999999999979 0.079805000000000015 0.065285000000000024 -0.00017499999999999997 -0.090044999999999986 0.092355000000000007 0.19384500000000002 -0.010724999999999998 -0.0039049999999999992 0.087400000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 4 6 5 13 -1 9 -2 10 -5 25 14 18 -8 30 29 19 -3 -18 -10 26 -23 28 -9 -12 -14 -28 -24 -16 -13 -31
right_child=1 2 -4 7 -6 -7 12 24 20 -11 11 15 21 -15 16 -17 17 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 31 -32 -33
leaf_value=0.00084562568868246481 0.0011397224888837969 0.00060938188346409527 -5.709767123288864e-05 0.00082104957660162671 0.00019446129702236235 0.00025388112758072779 0.0010775881651997837 0.0013748250211082858 0.00070292601954554811 0.00077389548302954944 0.0011712160498349414 0.0010985167017949181 0.0011156138274880352 0.00042058868389099392 0.0014484407052646525 0.00082384459552836578 0.0012754111560023614 0.0010927123925460779 0.00083028805086630411 0.0010847378148028611 0.00092839556084784662 0.00091350187513845416 0.0011415763389951523 0.0012553383032889651 0.001144876132179858 0.0013533716856158546 0.0011369794099218937 0.0013090700465282512 0.00098163365063426867 0.0012803197452740216 0.00098295863722124856 0.0013716871926369989
leaf_weight=53 73 61 63 98 89 86 69 52 84 91 55 86 92 59 66 65 620 77 89 52 53 70 91 91 62 81 54 103 58 93 76 55
leaf_count=53 73 61 63 98 89 86 69 52 84 91 55 86 92 59 66 65 620 77 89 52 53 70 91 91 62 81 54 103 58 93 76 55
internal_value=0 0.000552646 0.000383741 0.00115558 0.000456157 0.00053499 0.00120374 0.00103665 0.000912005 0.000992511 0.00103559 0.00109341 0.00121564 0.000650493 0.00125579 0.000981487 0.00126852 0.00124349 0.000740688 0.00126071 0.000790409 0.00114146 0.00109389 0.00114635 0.00125007 0.00127996 0.00120055 0.0012501 0.00107955 0.00135598 0.00104452 0.00131451
internal_weight=0 657 447 2310 384 295 1644 666 210 552 461 363 1591 209 1032 227 963 749 150 672 137 559 310 240 114 136 249 157 149 214 162 148
internal_count=2967 657 447 2310 384 295 1644 666 210 552 461 363 1591 209 1032 227 963 749 150 672 137 559 310 240 114 136 249 157 149 214 162 148
is_linear=0
shrinkage=0.0032998


Tree=7756
num_leaves=23
num_cat=0
split_feature=1 1 3 49 0 2 49 3 2 16 2 1 124 1447 1 156 475 483 131 0 16 16
split_gain=12.0443 3.23391 1.50575 0.733622 0.825624 0.685907 0.667353 0.649909 0.560245 0.441938 0.295526 0.280832 0.252843 0.248912 0.225799 0.186462 0.228097 0.160059 0.145222 0.0940986 0.0872742 0.0301172
threshold=0.10557500000000002 0.13662500000000002 -0.060719999999999989 -0.020454999999999997 -0.14920999999999998 0.10615500000000001 -0.065249999999999989 0.28833000000000003 0.12068000000000001 0.0054050000000000009 0.09056500000000002 0.084675000000000014 -0.048219999999999992 -0.086819999999999994 0.11706000000000001 0.088295000000000012 -0.076474999999999987 -0.14014999999999997 0.091385000000000008 -0.14606999999999998 -0.007794999999999999 -0.43279999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 6 11 18 10 -3 12 14 20 -5 -6 -14 19 17 -17 -15 -2 -4 -1 -16
right_child=1 7 9 4 8 -7 -8 -9 -10 -11 -12 -13 13 15 21 16 -18 -19 -20 -21 -22 -23
leaf_value=0.001063030632667243 0.0012213052136557793 0.00040563439186042073 0.00053074328100472955 0.0015588753018380571 0.00091295250303372575 0.0007280083557023655 0.00062010527597509133 -5.0479255666277852e-07 0.00083592773981246182 0.00083118294217906672 0.00089764092749827795 0.0012282783046739191 0.0013651334600782933 0.0013067200596403455 0.00035099587938604781 0.00086891316631590324 0.0011429431074961773 0.0011393799164366573 0.00098864765054457442 0.00072983734427328609 0.0012477905954931708 0.00046814238240435396
leaf_weight=67 71 98 56 65 55 80 52 76 71 66 94 52 55 68 52 63 74 1539 54 52 55 52
leaf_count=67 71 98 56 65 55 80 52 76 71 66 94 52 55 68 52 63 74 1539 54 52 55 52
internal_value=0 0.000614044 0.00075303 0.00112053 0.00114192 0.000967857 0.000957392 0.000228038 0.00112547 0.000594487 0.00103843 0.00141224 0.00113654 0.00114336 0.000520632 0.00113635 0.00101719 0.00114648 0.00112108 0.00062693 0.00114661 0.000409908
internal_weight=0 657 483 2310 2042 205 268 174 1925 278 216 117 1854 1799 212 1744 137 1607 125 108 122 104
internal_count=2967 657 483 2310 2042 205 268 174 1925 278 216 117 1854 1799 212 1744 137 1607 125 108 122 104
is_linear=0
shrinkage=0.0032998


Tree=7757
num_leaves=31
num_cat=0
split_feature=3 3 43 12 12 15 16 52 52 13 3 15 12 11 42 160 13 11 52 15 15 43 42 12 1454 13 50 15 3 52
split_gain=9.96996 3.92308 2.73501 1.49878 1.03498 0.714508 0.600247 0.547963 0.534511 0.414509 0.34617 0.515167 0.293105 0.317667 0.207762 0.192475 0.356883 0.186559 0.17955 0.179383 0.175227 0.156595 0.319422 0.163364 0.10702 0.0919678 0.0732895 0.0345282 0.0189316 0.0120509
threshold=-0.06656999999999999 0.28833000000000003 -0.035884999999999993 0.056995000000000011 0.10331000000000001 -0.24211499999999997 -0.26194999999999996 -0.036309999999999988 -0.088284999999999988 0.16218500000000005 0.11391500000000002 -1.0000000180025095e-35 0.090285000000000018 0.080705000000000013 -0.0060199999999999993 -0.064814999999999984 -0.074564999999999979 0.078340000000000007 0.085020000000000012 0.091195000000000012 -0.064619999999999983 0.0034500000000000004 0.082115000000000007 0.083535000000000012 0.08141000000000001 -0.49410499999999996 0.089430000000000023 -0.097454999999999986 0.10856000000000002 -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=3 2 5 -1 12 -2 28 8 -7 20 11 14 17 15 -8 16 -14 21 26 -20 -6 23 -23 -5 -25 -3 -17 -16 -4 -13
right_child=1 25 6 4 9 7 10 -9 -10 -11 -12 29 13 -15 27 18 -18 -19 19 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00084227626342638128 0.0004523864447074648 0.00045621684142466466 0.00096779369107893507 0.0015713843756336473 0.00083568096272204444 0.00088798448565135558 0.00095668352070401143 0.0010128693142134576 0.00048835956788629219 0.0013182258015031964 0.00097435852559008657 0.0014608229734747805 0.0013033044388944485 0.0014899943374592579 0.0012781660702477734 0.0012072207540625446 0.00097107703214028727 0.0011722762368602002 0.0015011175381021971 0.0012706971414561965 0.0010789328808926591 0.0010997186710748931 0.0014215868994465915 0.0013899480406797424 0.0012404674308176139 0.00028015421201171484 0.0013178304204352342 0.0011462154014983722 0.00087180039246729634 0.0013710742711460708
leaf_weight=80 78 57 62 54 59 74 54 95 73 54 63 60 75 70 53 238 69 55 73 82 77 66 72 766 61 79 104 53 56 55
leaf_count=80 78 57 62 54 59 74 54 95 73 54 63 60 75 70 53 238 69 55 73 82 77 66 72 766 61 79 104 53 56 55
internal_value=0 0.000871584 0.000962213 0.0012863 0.00130427 0.000728049 0.00112646 0.000816753 0.000689771 0.00107178 0.00119755 0.00124855 0.001329 0.00127625 0.0011264 0.00125285 0.00114436 0.00136388 0.00128422 0.00137945 0.000973664 0.00137419 0.00126791 0.0013908 0.00137896 0.000354204 0.00124096 0.00121252 0.000922536 0.00141821
internal_weight=0 912 776 2055 1975 320 456 242 147 190 338 275 1785 711 160 641 144 1074 497 155 136 1019 138 881 827 136 342 106 118 115
internal_count=2967 912 776 2055 1975 320 456 242 147 190 338 275 1785 711 160 641 144 1074 497 155 136 1019 138 881 827 136 342 106 118 115
is_linear=0
shrinkage=0.0032998


Tree=7758
num_leaves=10
num_cat=0
split_feature=1 40 2 30 41 41 1446 3 13
split_gain=0.254311 0.136988 0.199071 0.13679 0.103018 0.296184 0.114318 0.113085 0.0697406
threshold=0.15720500000000001 1.0000000180025095e-35 -0.069044999999999981 0.086220000000000019 0.088910000000000017 0.077915000000000012 0.11018500000000002 -0.075914999999999996 -0.0073899999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 5 6 7 -4 -1
right_child=-2 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=0.0091977348810809191 -0.0059079802296000605 -0.00057169982489188283 0.0067727349455343078 -0.0025818800858483028 0.012723191906312581 -0.0062270507957280022 0.01374456070508827 0.0043624207798261799 0.017622527365742126
leaf_weight=63 52 88 1647 53 64 56 55 837 52
leaf_count=63 52 88 1647 53 64 56 55 837 52
internal_value=0 0.00594849 0.00615208 0.00586007 0.00602902 0.00586323 0.0061306 0.00596129 0.0130228
internal_weight=0 2915 2827 2712 2659 2595 2539 2484 115
internal_count=2967 2915 2827 2712 2659 2595 2539 2484 115
is_linear=0
shrinkage=0.16829


Tree=7759
num_leaves=22
num_cat=0
split_feature=1 52 1 39 2 124 2 10 147 11 52 1 16 16 16 51 1 2 48 16 42
split_gain=11.2118 2.43839 1.74903 0.791618 0.979789 0.774276 0.707975 0.541449 0.314743 0.280943 0.338686 0.31099 0.224056 0.191681 0.262878 0.232134 0.15928 0.150228 0.122399 0.0965711 0.0701109
threshold=0.10557500000000002 -0.40011499999999994 0.13662500000000002 0.087080000000000005 0.10605000000000002 -0.082024999999999987 0.13226500000000005 -0.013164999999999998 0.087170000000000011 1.0000000180025095e-35 -1.0000000180025095e-35 0.095265000000000016 -0.085454999999999989 0.0077850000000000011 0.08215500000000002 0.0064150000000000014 0.11584000000000001 0.14132000000000003 0.085760000000000017 -0.40430999999999989 0.083120000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 16 -1 8 -4 9 11 -11 13 -5 15 -15 -7 -3 -9 19 -6 -13
right_child=1 2 7 12 18 6 -8 17 -10 10 -12 20 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00072790805864412134 0.0011260669841707219 0.001052642971312735 -9.4245153936298038e-05 0.00022669010056622921 0.00055815390064365257 0.0010908048208698171 0.00065748455331550849 0.00042373221109129648 0.00083665265607955083 0.0013371238449579298 0.0010063835124426831 0.00080915997997317623 0.00051476917978535673 0.00081935319843783505 0.0010373331566459392 0.00096962717971765149 0.00080043770446596482 0.00018432936063330377 0.00062832639421592327 0.00035853972065662477 0.0009673970827961683
leaf_weight=91 69 52 52 66 52 1272 52 61 75 83 59 65 54 81 259 206 62 55 77 57 67
leaf_count=91 69 52 52 66 52 1272 52 61 75 83 59 65 54 81 259 206 62 55 77 57 67
internal_value=0 0.00053886 0.000469893 0.000583755 0.000674491 0.00102753 0.0010398 0.00018503 0.00104895 0.00105655 0.00119995 0.00104609 0.000356619 0.00105742 0.000985506 0.00107394 0.000915788 0.000310526 0.000526411 0.000454092 0.000889744
internal_weight=0 657 588 420 300 2310 2219 168 2167 2092 142 1950 120 1818 340 1478 114 116 186 109 132
internal_count=2967 657 588 420 300 2310 2219 168 2167 2092 142 1950 120 1818 340 1478 114 116 186 109 132
is_linear=0
shrinkage=0.0032998


Tree=7760
num_leaves=32
num_cat=0
split_feature=1 3 2 3 14 2 2 2 3 3 457 2 12 12 12 3 15 12 3 1 400 3 402 12 50 13 2 1 15 43 12
split_gain=23.9284 5.26792 1.655 1.39145 1.20593 1.12818 0.862702 0.921476 0.714092 0.667459 0.313749 0.289108 0.276694 0.248163 0.23812 0.197076 0.168165 0.174139 0.155205 0.141627 0.12136 0.110065 0.110037 0.106658 0.100355 0.0964769 0.0788209 0.0689574 0.0647465 0.0423019 0.0174736
threshold=0.10442000000000001 -0.063264999999999988 0.093320000000000014 0.3148450000000001 0.073890000000000011 0.11426500000000002 -1.0000000180025095e-35 0.11504500000000002 -0.13117499999999996 -0.021559999999999996 0.041935000000000007 0.14492000000000002 0.083985000000000018 0.11755500000000001 0.10125500000000003 0.076825000000000018 0.039965000000000007 0.086565000000000017 -0.095259999999999997 0.089825000000000002 -0.064664999999999986 0.10856000000000002 -0.0021499999999999996 0.095295000000000019 0.090350000000000014 -0.078199999999999978 0.10605000000000002 0.09215000000000001 0.091955000000000023 -0.076179999999999984 0.088055000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 6 8 14 -3 26 -1 13 19 21 -12 16 29 -11 17 -4 -19 20 30 -9 -22 -18 27 -20 -8 -21 -26 -2 -10
right_child=1 3 9 -5 -6 -7 7 11 10 15 12 -13 -14 -15 -16 -17 23 18 25 24 22 -23 -24 -25 28 -27 -28 -29 -30 -31 -32
leaf_value=0.00064719752994401236 0.00084127047585291054 -0.00017764789203320976 0.00069937910769815657 -0.00032797277376239427 0.0014382940570719684 0.00031548260276636206 0.00054353349521552615 5.3189569271801697e-05 0.0011150846132333481 0.00050813872473609166 0.00069605574660496058 -0.00013398948141836841 0.0010163143334040044 0.000679947709195148 0.0006406490234997388 0.00075060609192607061 0.0011341070705897115 0.0010411305147894421 0.00096379127308144491 0.00081225202253405369 0.0011337861131674183 0.00026502643386450039 0.0010298345094202736 0.00094146366498821035 0.001128570477100091 0.00081145727642729058 0.00036600650485792266 0.00096592028801710777 0.00096845928564503201 0.00098267586889935451 0.0012121679112322551
leaf_weight=57 53 73 53 86 76 70 56 52 62 67 58 53 62 55 55 84 53 74 72 53 137 56 835 89 57 143 57 99 65 52 54
leaf_count=57 53 73 53 86 76 70 56 52 62 67 58 53 62 55 55 84 53 74 72 53 137 56 835 89 57 143 57 99 65 52 54
internal_value=0 0.00026211 0.000973539 4.76494e-05 0.00103143 0.000665703 0.000140845 0.000225827 0.00101131 0.000837993 0.00102529 6.5254e-05 0.000861816 0.000892483 0.000818704 0.000643255 0.000916562 0.000876163 0.000908462 0.00103967 0.00105693 0.000163357 0.00104452 0.00101361 0.00097102 0.000862635 0.000454296 0.00091257 0.00104355 0.000911635 0.00116058
internal_weight=0 663 2305 433 1615 230 347 274 1539 690 1482 161 120 539 160 151 484 342 289 1362 1088 108 972 142 274 215 113 152 122 105 116
internal_count=2968 663 2305 433 1615 230 347 274 1539 690 1482 161 120 539 160 151 484 342 289 1362 1088 108 972 142 274 215 113 152 122 105 116
is_linear=0
shrinkage=0.0032998


Tree=7761
num_leaves=15
num_cat=0
split_feature=3 15 3 1447 160 48 13 13 13 3 393 11 131 15
split_gain=0.304869 0.184109 0.125663 0.124375 0.110995 0.15175 0.104446 0.102641 0.118066 0.108106 0.100274 0.102434 0.105368 0.0883583
threshold=0.10021000000000001 -0.38214499999999996 -0.021559999999999996 -0.087599999999999983 -0.064339999999999994 0.085760000000000017 -0.11210999999999999 -0.10526999999999999 -0.14545999999999995 0.076825000000000018 0.088965000000000002 0.08326500000000002 0.096160000000000009 -0.031624999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -2 6 -6 8 -5 10 11 12 -9 -11
right_child=4 3 -4 7 5 -7 -8 9 -10 13 -12 -13 -14 -15
leaf_value=0.0054700590082283349 0.0060692303047993239 0.014597830220705675 -0.0043080231571570324 0.0064152817790338818 0 0.0037617572838121245 -0.0096613243966492696 0.0048783806470054916 0.016356003682430821 0.0061385133222032753 0.01103499682376748 0.01110413351434694 0.0087153632532050787 0.015768682529519271
leaf_weight=72 74 53 77 78 58 91 69 1804 61 52 100 91 230 58
leaf_count=72 74 53 77 78 58 91 69 1804 61 52 100 91 230 58
internal_value=0 0.00616636 0.000404899 0.00650537 0.000432891 -0.00147212 -0.00523653 0.00633128 0.0107907 0.00606504 0.00580876 0.00556198 0.00531314 0.0112326
internal_weight=0 2676 149 2527 292 218 127 2474 139 2335 2225 2125 2034 110
internal_count=2968 2676 149 2527 292 218 127 2474 139 2335 2225 2125 2034 110
is_linear=0
shrinkage=0.16829


Tree=7762
num_leaves=23
num_cat=0
split_feature=4 2 3 2 13 4 15 52 3 14 3 15 2 52 52 2 159 49 1447 3 3 13
split_gain=15.3509 4.91552 2.25451 1.18213 0.894383 0.659421 0.633845 0.570516 0.535061 0.460882 0.362498 0.47696 0.342612 0.323419 0.381169 0.319492 0.207626 0.200748 0.199084 0.197749 0.23383 0.0347043
threshold=0.31392000000000003 0.13501500000000002 -0.046079999999999989 0.15205000000000002 -0.00027999999999999998 -0.4950449999999999 -0.097794999999999979 -0.0094049999999999984 0.093925000000000022 0.076450000000000004 -0.080854999999999996 -0.46483499999999994 0.097005000000000022 -0.12367499999999999 0.024870000000000003 0.14870000000000003 0.079875000000000015 0.090165000000000009 -0.086254999999999984 -0.13117499999999996 -0.10175499999999998 -0.029809999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 10 7 -6 -7 16 -8 12 -2 -12 18 17 -15 -3 -4 -14 -1 -20 -21 -16
right_child=3 15 4 -5 5 6 8 -9 -10 -11 11 -13 13 14 21 -17 -18 -19 19 20 -22 -23
leaf_value=0.0014613871918869696 0.00071220505314482084 0.00073114353429487014 0.00084686614962780303 0 0.0014996404902381745 0.0013960696129366513 0.0011281338713055619 0.0010829472378314916 0.00072107084730555957 0.0015373397238112086 0.00062896829145095597 0.00028411427302261599 0.0014162234697375228 0.00092563788762860439 0.0012503363010404516 0.00038284781656617553 0.0005802579640281372 0.0011676775742615693 0.0010918063490381504 0.0014762645655993683 0.0012824906037809116 0.0011401007268892055
leaf_weight=76 79 53 87 57 52 52 92 93 58 75 81 96 82 84 90 64 52 67 58 74 1380 66
leaf_count=76 79 53 87 57 52 52 92 93 58 75 81 96 82 84 90 64 52 67 58 74 1380 66
internal_value=0 0.00120275 0.00123325 0.00042992 0.00103079 0.00116651 0.00108058 0.000882049 0.000970971 0.00128118 0.00052561 0.000442128 0.00127145 0.00118261 0.00110667 0.000540924 0.000747381 0.0013047 0.00129318 0.00128471 0.00129238 0.00120392
internal_weight=0 2655 2538 313 486 254 202 232 150 2052 256 177 1977 389 240 117 139 149 1588 1512 1454 156
internal_count=2968 2655 2538 313 486 254 202 232 150 2052 256 177 1977 389 240 117 139 149 1588 1512 1454 156
is_linear=0
shrinkage=0.0032998


Tree=7763
num_leaves=26
num_cat=0
split_feature=3 160 1 1 1 3 3 13 1212 13 159 0 160 131 3 131 1212 1 49 49 40 160 3 49 39
split_gain=0.261358 0.169673 0.163759 0.225523 0.137496 0.206576 0.123815 0.126919 0.119094 0.201918 0.102389 0.0983842 0.0952592 0.0947345 0.151447 0.0945938 0.176836 0.0921361 0.0904008 0.0903734 0.0868459 0.0755975 0.0525024 0.020631 0.0150549
threshold=0.093925000000000022 -0.083654999999999993 0.099025000000000016 0.14195000000000002 0.10331000000000003 -0.063264999999999988 -0.0031199999999999995 -0.10939499999999998 0.041590000000000009 -0.083999999999999977 0.089285000000000017 -0.071879999999999986 -0.063384999999999983 0.090175000000000019 -0.17010999999999998 0.092605000000000007 0.093215000000000006 0.096315000000000026 0.098965000000000011 -0.046109999999999991 -0.062739999999999976 -0.014124999999999999 -0.13827999999999999 -1.0000000180025095e-35 0.089755000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 19 6 12 7 -1 11 -10 20 17 -6 14 -14 16 -11 18 -9 -4 24 -13 -23 -8 -7
right_child=1 2 3 -5 5 10 23 8 9 15 -12 21 13 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.012550584739327849 0.0088400582275154679 -0.008028924090585688 0.010561515069363361 -0.0075408059782579358 0.00039318663850676717 -0.0014692167650121326 0.014417665185308822 0.0080456965058612502 -0.0039598741944448452 -0.0032565037698408781 0.00615488311728867 -0.0013407039261376119 0.0048559535774402012 0.0024383309951272357 0.015959068107685319 0.01174100262502365 0.0086387668853734126 0.0015677726696044429 0.0033830692440571441 0.0019360304880683508 -0.0074504342570744448 0.00998342147289818 0.0039616728073869701 0.0098881328735381871 0.0025710993536975603
leaf_weight=89 65 66 53 56 53 52 52 1132 86 62 52 62 66 54 75 55 82 78 133 100 61 52 206 74 52
leaf_count=89 65 66 53 56 53 52 52 1132 86 62 52 62 66 54 75 55 82 78 133 100 61 52 206 74 52
internal_value=0 0.00110521 -0.000716488 0.00158411 0.00607039 0.00343698 0.00663568 0.00631711 0.00603139 0.0028417 -0.000347134 0.00657695 0.00675533 0.00847531 0.0107746 0.0057901 0.00350472 0.00721039 0.0075569 0.00493569 -0.00240714 0.00391287 0.00518232 0.0117717 0.000533666
internal_weight=0 340 275 209 2628 465 2163 2037 1948 285 217 1663 248 195 141 199 144 1343 1265 153 165 320 258 126 104
internal_count=2968 340 275 209 2628 465 2163 2037 1948 285 217 1663 248 195 141 199 144 1343 1265 153 165 320 258 126 104
is_linear=0
shrinkage=0.16829


Tree=7764
num_leaves=27
num_cat=0
split_feature=12 2 2 2 2 52 52 2 3 123 12 3 43 43 3 483 2 2 42 52 43 3 12 133 2 12
split_gain=7.06242 1.94646 1.53658 1.51677 0.898661 0.637294 0.561442 0.534261 0.371156 0.373355 0.296954 0.262229 0.167713 0.165281 0.131417 0.121486 0.113865 0.103684 0.100172 0.116807 0.123476 0.252726 0.112903 0.0773098 0.0666568 0.0447003
threshold=0.056995000000000011 0.11504500000000002 0.078775000000000012 0.12665000000000001 0.09036000000000001 0.047800000000000009 -0.092084999999999986 0.14290000000000003 0.0012800000000000001 0.083430000000000018 0.092735000000000026 -0.15288999999999997 0.092445000000000013 0.024055000000000003 0.091085000000000013 -0.14949999999999997 0.12198500000000001 0.092855000000000007 -0.097789999999999988 -0.54340999999999984 0.00042000000000000007 -0.13117499999999996 0.099680000000000005 -0.40868999999999994 0.11085000000000002 -0.081654999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 10 -4 6 -6 16 9 -1 11 -2 13 15 -8 -13 -3 -17 -12 -20 21 -21 -22 -24 -23 -9
right_child=3 7 4 -5 5 -7 14 25 -10 -11 18 12 -14 -15 -16 17 -18 -19 19 20 22 24 23 -25 -26 -27
leaf_value=0.00098017101051504061 0.0013929918350038043 0.00056370006681185519 0.0013081057588431924 0.00073202749576735946 0.0011007817532571248 0.0012587920196466768 0.00080984900886373306 0.00045277869093956151 0.00047768324416294302 0.00060449389272698565 0.0012450888704952561 0.0013536121724433349 0.0013499636812171092 0.0010172133490998587 0.00059246026086451603 0.0012007309593010096 0.00075440212326247308 0.0010858955184895971 0.0012511514592742545 0.00085113544473781183 0.0012482593499581708 0.0010780135889796043 0.0011825597841201149 0.00099637890506452487 0.0012072372962020051 0.0003135070427291017
leaf_weight=56 83 54 100 86 65 53 79 54 69 61 77 55 78 61 52 935 103 102 66 53 103 308 53 53 57 52
leaf_count=56 83 54 100 86 65 53 79 54 69 61 77 55 78 61 52 935 103 102 66 53 103 308 53 53 57 52
internal_value=0 0.000799336 0.000913708 0.00116256 0.00104299 0.000936379 0.000849017 0.000566545 0.000670937 0.000784606 0.00118031 0.00121083 0.00119852 0.00118825 0.000723826 0.00119777 0.000689035 0.00118947 0.00112818 0.00111514 0.00110077 0.00106704 0.00116806 0.0010898 0.00109829 0.000384789
internal_weight=0 798 535 2170 349 249 196 263 186 117 2084 1314 1231 1153 131 1092 157 1037 770 693 627 418 209 106 365 106
internal_count=2968 798 535 2170 349 249 196 263 186 117 2084 1314 1231 1153 131 1092 157 1037 770 693 627 418 209 106 365 106
is_linear=0
shrinkage=0.0032998


Tree=7765
num_leaves=18
num_cat=0
split_feature=1 12 9 14 151 16 48 401 151 151 51 50 16 40 3 15 1212
split_gain=0.382668 0.118312 0.133168 0.113418 0.154893 0.146134 0.216541 0.0984158 0.110053 0.144806 0.0931087 0.0986959 0.076387 0.0662226 0.0440666 0.0407707 0.0202149
threshold=0.11690500000000002 -0.088189999999999977 0.082325000000000023 -0.24790499999999996 -0.039414999999999999 -0.4193599999999999 0.08956500000000002 0.086390000000000008 -0.099019999999999983 -0.087404999999999997 0.11794000000000002 0.11941000000000002 0.0097750000000000007 -0.079289999999999985 -0.081534999999999982 -0.092879999999999976 -0.089309999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 7 -2 -5 -6 -7 8 15 -10 12 -12 -11 -1 -9 -3 -16
right_child=3 2 -4 4 5 6 -8 14 9 10 11 -13 -14 -15 16 -17 -18
leaf_value=-0.0017962370454883156 -0.0053891632899365988 0.0079194767703882219 0.014701074542074899 -0.0055633933248301114 -0.00080567526405581058 0.012202667612443853 -0.00060685932575084639 0.013223569294772811 -0.0013978341972188855 0.0068178666892919878 0.01622745093349072 0.0062086857664045494 0.0043450269101004023 0.0057952168350547612 0.010615585490690669 0.014332215785810301 0.0060658916291389574
leaf_weight=68 64 52 63 57 103 98 60 89 68 1417 56 57 478 62 54 66 63
leaf_count=68 64 52 63 57 103 98 60 89 68 1417 56 57 478 62 54 66 63
internal_value=0 0.00677715 0.00703857 0.00106612 0.00237095 0.00411062 0.00732692 0.00683668 0.00650426 0.00621821 0.00647702 0.0111896 0.00619506 0.00181048 0.0103684 0.0115215 0.00818111
internal_weight=0 2593 2463 382 318 261 158 2400 2194 2076 2008 113 1895 130 206 118 117
internal_count=2975 2593 2463 382 318 261 158 2400 2194 2076 2008 113 1895 130 206 118 117
is_linear=0
shrinkage=0.16829


Tree=7766
num_leaves=15
num_cat=0
split_feature=9 14 10 39 42 13 41 403 160 403 1212 160 16 13
split_gain=0.192767 0.241745 0.165755 0.14735 0.143384 0.263611 0.122639 0.0944318 0.335487 0.122798 0.107473 0.100956 0.0877056 0.0726821
threshold=0.093040000000000012 -0.31108499999999994 -0.084119999999999986 0.0039300000000000003 -0.044384999999999994 -0.010655 0.083565000000000014 -0.08563999999999998 -0.022899999999999997 -0.0068949999999999992 0.088015000000000024 0.056295000000000005 -0.072034999999999988 -0.049994999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 12 7 8 -4 10 -9 -11 -6 -10
right_child=-2 2 3 4 5 -7 -8 9 13 11 -12 -13 -14 -15
leaf_value=-0.0036741357254433233 -0.0050134991714152217 0.012764111929557204 0.020839679595886843 0.0091209184152228652 -3.8781339261879434e-05 -0.01011644930659971 -0.0015503440107519672 -0.0016519865342469262 0.0029690681969973425 0.0052780866752339074 0.0055843380625563432 0.0086761107696582459 0.0084422619167084604 0.008136459796662129
leaf_weight=84 53 86 52 54 89 59 65 124 121 1505 109 299 56 219
leaf_count=84 53 86 52 54 89 59 65 124 121 1505 109 299 56 219
internal_value=0 0.00521047 0.00547408 0.00524561 0.00140767 -0.000625272 0.00564192 0.00583512 0.00823571 0.00537227 0.00172554 0.00584228 0.00322427 0.00630276
internal_weight=0 2922 2838 2752 258 204 2494 2429 392 2037 233 1804 145 340
internal_count=2975 2922 2838 2752 258 204 2494 2429 392 2037 233 1804 145 340
is_linear=0
shrinkage=0.16829


Tree=7767
num_leaves=25
num_cat=0
split_feature=1 0 0 401 1 151 48 1 0 457 1456 0 41 1212 0 39 160 159 1 401 402 0 1212 1
split_gain=0.224748 0.11417 0.155605 0.0854144 0.0754365 0.147327 0.146308 0.116954 0.105496 0.102915 0.0774702 0.10412 0.119504 0.10356 0.0732834 0.0466459 0.0465217 0.0447089 0.0579685 0.0357629 0.0509336 0.0293506 0.0272642 0.0132652
threshold=0.12000500000000001 -0.00077999999999999999 -0.074249999999999997 0.086390000000000008 0.089245000000000005 -0.084639999999999979 0.085760000000000017 0.10359500000000001 -0.10462499999999998 0.041025000000000006 -0.090374999999999997 -0.12851999999999997 0.077915000000000012 0.11367500000000001 -0.11167499999999998 0.098100000000000007 -0.010599999999999998 0.077080000000000023 0.091915000000000011 0.093690000000000009 0.12527000000000002 -0.13955999999999996 -0.082209999999999991 0.079440000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 9 7 8 -6 -7 10 -1 23 13 -13 -2 -4 -11 18 -10 -5 22 -8 -21 -12
right_child=1 -3 15 19 5 6 21 -9 17 16 11 12 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=1.7143045183586824e-05 0.00059372335647827734 -0.0068047606491462419 0.007892060344727659 0.011774753863770563 -0.0080696617645012458 -0.0021270218675474295 0.0068882256618690643 0.002997491083325407 0.00047947393762328203 0.013081114965826661 0.0081152120702824085 0.005232302254549211 -0.00276263340361034 -0.002147761685143149 -0.0073919357923505321 0.0015205097021969195 0.0066119618379478677 0 0.0057181384672762578 0.0071841988652118658 0.01101206218615481 0.012330839909926018 0.0017793103164599911 0.011973115963692245
leaf_weight=96 81 57 85 53 56 100 65 52 76 60 59 1212 60 56 54 54 70 69 295 55 52 53 53 52
leaf_count=96 81 57 85 53 56 100 65 52 76 60 59 1212 60 56 54 54 70 69 295 55 52 53 53 52
internal_value=0 4.22608e-05 0.0014732 0.00469937 0.00441457 0.00302658 0.00397324 -0.0027244 0.00279542 0.00505205 0.00466473 0.00497354 0.00455717 0.00490495 -0.00258723 0.00542971 0.00961155 0.00391824 0.00464983 0.00794138 0.00666034 0.00934802 0.00454844 0.0099387
internal_weight=0 331 274 2644 2431 766 658 108 540 1665 1535 1439 1328 1268 135 139 130 440 371 213 160 118 108 111
internal_count=2975 331 274 2644 2431 766 658 108 540 1665 1535 1439 1328 1268 135 139 130 440 371 213 160 118 108 111
is_linear=0
shrinkage=0.16829


Tree=7768
num_leaves=28
num_cat=0
split_feature=4 3 3 39 48 3 0 4 49 0 0 49 0 3 48 4 3 3 0 0 16 0 16 51 13 0 12
split_gain=9.26962 2.78783 1.1405 0.986871 0.643422 0.62306 0.498797 0.490189 0.398813 0.280537 0.217552 0.205507 0.254052 0.207671 0.161286 0.116714 0.199109 0.146867 0.12419 0.108386 0.126755 0.133232 0.101474 0.128561 0.0953137 0.136488 0.0988792
threshold=0.31392000000000003 -0.066229999999999997 0.28833000000000003 0.0039300000000000003 0.08035500000000001 0.17351000000000003 -0.10594499999999998 0.043640000000000005 0.10078000000000002 -0.11214999999999999 -0.036459999999999992 -0.053239999999999996 -0.14164999999999997 -0.087454999999999991 0.091125000000000025 -0.057674999999999997 0.088880000000000015 -0.020049999999999995 1.0000000180025095e-35 -0.079119999999999982 0.42146500000000003 -0.050249999999999996 -0.12080999999999999 -0.43508999999999992 -0.081124999999999989 -0.083844999999999989 0.085685000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 8 -5 6 -2 11 15 -9 -8 13 -13 -1 -6 18 17 -17 -3 24 21 -21 -11 -24 25 -14 -26
right_child=5 2 -4 4 14 -7 10 9 -10 22 -12 12 19 -15 -16 16 -18 -19 -20 20 -22 -23 23 -25 26 -27 -28
leaf_value=0.00064006443820895521 0.00050126371790776552 0.0010174419833088092 0.00022589669943391224 0.00074024660258687955 0.00049219920221602834 -3.826266783900119e-05 0.00010287830916524622 0.0009738930793405467 0.0005737980701826373 0.00080653662535581428 0.00036063489965597887 0.0011560215203795551 0.00094460491915568823 0.00092535487200231397 0.00024969270985094889 0.00076583820017782508 0.00064692285695814363 0.00097142310762092629 0.00079948104526497319 0.00089675946751616327 0.0010281243330167885 0.00075406536641615301 0.00076004217866872548 0.00053943326902070726 0.0011138763799159418 0.00081264755842374735 0.00096414034946660197
leaf_weight=55 101 70 60 82 56 66 94 56 75 71 58 56 407 59 66 85 70 73 52 385 65 92 57 62 58 114 430
leaf_count=55 101 70 60 82 56 66 94 56 75 71 58 56 407 59 66 85 70 73 52 385 65 92 57 62 58 114 430
internal_value=0 0.000842271 0.000661448 0.000702939 0.000513792 0.000246787 0.000321286 0.000905592 0.000793646 0.000766972 0.000201465 0.000925386 0.000935109 0.000788024 0.000361296 0.000840656 0.000795461 0.000861047 0.000924829 0.00092711 0.000888422 0.000869312 0.000705799 0.000645399 0.000947856 0.000915799 0.000982009
internal_weight=0 2656 689 629 204 319 253 1967 425 246 152 1721 1607 114 122 350 228 158 122 1551 542 477 190 119 1009 521 488
internal_count=2975 2656 689 629 204 319 253 1967 425 246 152 1721 1607 114 122 350 228 158 122 1551 542 477 190 119 1009 521 488
is_linear=0
shrinkage=0.0032998


Tree=7769
num_leaves=30
num_cat=0
split_feature=3 2 2 30 3 39 457 2 2 52 52 48 15 15 39 2 2 11 52 401 403 15 2 16 3 15 3 2 15
split_gain=10.4418 3.37568 2.13319 2.02173 1.23428 1.04665 0.913205 0.72047 0.464495 0.400674 0.640764 0.353512 0.347512 0.2956 0.301213 0.199996 0.194694 0.182316 0.136129 0.127627 0.122872 0.137904 0.0845351 0.0811465 0.0809202 0.0703185 0.0496918 0.0478976 0.0293028
threshold=-0.066229999999999997 0.14870000000000003 0.097005000000000022 0.086220000000000019 0.30863500000000005 0.0039300000000000003 0.092385000000000009 0.123795 0.10449000000000001 -0.12367499999999999 0.024870000000000003 0.089775000000000008 -0.0039399999999999991 -0.14689499999999997 0.091180000000000011 -1.0000000180025095e-35 0.17990500000000001 0.07585500000000002 -0.082384999999999986 0.086390000000000008 -0.074254999999999988 0.097920000000000021 0.086545000000000025 0.42146500000000003 -0.094334999999999988 0.11635000000000001 -0.088314999999999991 0.084665000000000004 -0.044884999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 15 4 5 6 8 9 18 23 -11 13 -10 -7 -15 -1 -3 19 -2 20 24 22 -22 -4 -17 -23 -26 -21 -12
right_child=1 16 7 -5 -6 11 -8 -9 12 10 28 -13 -14 14 -16 17 -18 -19 -20 27 21 25 -24 -25 26 -27 -28 -29 -30
leaf_value=0.0010294969327114562 0.0012304215671106653 0.00032806145206563849 0.0010441965336130345 0.00024058193512398434 0.00043195404865924196 0.00057920324450287794 0.00057432403079833586 0.00060989347199082123 0.00074107903824860866 0.00072187283240642138 0.001006254570774266 0.00047643791761180725 0.0010714346525745018 0.00072005836410893233 0.0010677863369626503 0.0011347354276936756 5.1603863363276508e-05 0.0013919181109106971 0.0010680411797827074 0.0013712423321001934 0.001227895738034274 0.000977517670656418 0.0011579982614730055 0.0012177107559284799 0.0013568865341073951 0.001153983084027287 0.0012499592396621024 0.0012444635453575635 0.0011165645873135557
leaf_weight=65 88 59 53 63 68 52 52 59 80 101 55 54 63 59 52 61 53 67 181 73 435 54 390 81 69 54 275 80 79
leaf_count=65 88 59 53 63 68 52 52 59 80 101 55 54 63 59 52 61 53 67 181 73 435 54 390 81 69 54 275 80 79
internal_value=0 0.000735002 0.00115761 0.000809089 0.000856861 0.000899237 0.000987899 0.000949997 0.00104001 0.00100428 0.000921414 0.000709494 0.000886867 0.000786487 0.000883275 0.00121234 0.000197552 0.00121994 0.00112129 0.00121219 0.00120153 0.00118002 0.0011949 0.00114934 0.001251 0.00106608 0.00127151 0.00130518 0.00107155
internal_weight=0 924 2051 812 749 681 464 428 412 369 235 217 143 163 111 1623 112 1558 269 1491 1338 933 825 134 405 108 344 153 134
internal_count=2975 924 2051 812 749 681 464 428 412 369 235 217 143 163 111 1623 112 1558 269 1491 1338 933 825 134 405 108 344 153 134
is_linear=0
shrinkage=0.0032998


Tree=7770
num_leaves=20
num_cat=0
split_feature=39 13 15 15 10 480 15 13 0 15 16 12 16 0 16 39 12 12 0
split_gain=8.24637 4.16049 1.86165 1.22084 0.977268 0.933132 0.90911 0.674914 0.622315 0.856406 0.541352 0.456324 0.412803 0.428332 0.391442 0.199786 0.152675 0.0861538 0.0316052
threshold=0.086400000000000018 -0.27740999999999993 -0.38214499999999996 -0.26361999999999991 -1.0000000180025095e-35 -0.065749999999999989 0.062230000000000008 -0.47365999999999991 -0.096109999999999987 -0.14151499999999997 -0.011964999999999998 0.083725000000000008 0.5455350000000001 -0.073574999999999988 -0.010749999999999997 0.098380000000000009 0.10488500000000002 0.086115000000000011 -0.076589999999999978
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 -2 -5 -4 8 -1 9 -7 11 -8 13 -10 -11 -6 -13 -12 -19
right_child=3 2 5 4 15 6 10 -9 12 14 17 16 -14 -15 -16 -17 -18 18 -20
leaf_value=0.00074497759198427938 0.00021963052835926547 0.00065034777233361613 0.0014999754887703139 0.00028404710606431548 0.00095844970211087562 0.0012638276665276576 0.001527387466978307 0.00023592131182893986 0.0011585459051871598 0.0009357656071745336 0.0011510607408082838 0.0012393177011953381 0.0013605024490136498 0.001006250455701465 0.00061720655806184849 0.00070375960928966666 0.0010806910363367651 0.0010425485395485008 0.00092388892943652795
leaf_weight=56 99 85 80 52 61 81 59 58 563 236 58 713 75 321 52 79 77 66 53
leaf_count=56 99 85 80 52 61 81 59 58 563 236 58 713 75 321 52 79 77 66 53
internal_value=0 0.00110342 0.00113134 0.000517808 0.000671372 0.00114812 0.00113615 0.000486293 0.00107891 0.000963078 0.00121021 0.00124503 0.00112344 0.00110328 0.00087837 0.000814983 0.0012239 0.00104297 0.000989996
internal_weight=0 2633 2519 291 192 2434 2354 114 1328 369 1026 849 959 884 288 140 790 177 119
internal_count=2924 2633 2519 291 192 2434 2354 114 1328 369 1026 849 959 884 288 140 790 177 119
is_linear=0
shrinkage=0.0032998


Tree=7771
num_leaves=22
num_cat=0
split_feature=2 40 150 43 16 2 1456 51 133 15 1 16 155 151 133 2 43 1 16 16 133
split_gain=0.335105 0.151805 0.133224 0.177872 0.137493 0.127831 0.117328 0.0996207 0.0994765 0.0955737 0.0857324 0.0828706 0.0992424 0.104827 0.0967073 0.0760066 0.0703249 0.0659009 0.0611686 0.0791835 0.0296595
threshold=0.12665000000000001 -0.072979999999999975 0.088985000000000009 -0.081584999999999977 -0.071129999999999985 0.092250000000000013 -0.016039999999999995 -0.22681499999999996 0.084675000000000014 0.091600000000000015 0.11230000000000001 0.41326000000000002 1.0000000180025095e-35 -0.079059999999999978 -0.014944999999999998 0.084915000000000004 -0.053234999999999998 0.13148500000000005 -0.24404999999999996 -0.14792499999999997 0.10079500000000001
decision_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 6 -5 -1 8 -6 10 18 12 13 15 -15 -9 -3 -18 -8 -20 -11
right_child=1 16 3 5 7 -7 9 11 -10 20 -12 -13 -14 14 -16 -17 17 -19 19 -21 -22
leaf_value=0.01484863654268411 -0.0078399833282218889 0.0073148662639003215 0.007636238523111627 0.0029596099004637094 0.012899576805670901 -0.0076161038693334862 0.011193984947102133 0.013551219158045205 0.0041088528430644868 0.013154256898712934 0.0021124485633376698 0.010044041020200541 -0.0028775674495073191 -0.00058778973043154676 0.0045545673852337692 0.0061069267313024183 -0.0035206978614375078 0.0032077062941841283 0.00050489846989586358 0.0072355711309726326 0.0080347385363619336
leaf_weight=63 57 52 96 70 89 60 101 53 63 95 103 76 52 122 664 153 74 93 54 682 52
leaf_count=63 57 52 96 70 89 60 101 53 63 95 103 76 52 122 664 153 74 93 54 682 52
internal_value=0 -9.75521e-05 0.00605808 0.00213843 0.00642309 -0.00190767 0.00775983 0.00521315 0.00926787 0.00734733 0.0067186 0.00466126 0.00426769 0.00464405 0.0037541 0.00803093 0.0019094 0.0002155 0.00728329 0.00674419 0.0113555
internal_weight=0 276 2648 226 2422 130 1150 1272 152 1087 940 1120 1044 992 786 206 219 167 837 736 147
internal_count=2924 276 2648 226 2422 130 1150 1272 152 1087 940 1120 1044 992 786 206 219 167 837 736 147
is_linear=0
shrinkage=0.16829


Tree=7772
num_leaves=33
num_cat=0
split_feature=1 49 3 3 52 12 3 52 3 16 0 481 3 12 1213 1 1 0 49 49 1 3 1213 123 42 3 0 0 3 52 1 11
split_gain=0.168449 0.198776 0.195444 0.13077 0.125869 0.221009 0.169101 0.359212 0.186598 0.109386 0.102184 0.101505 0.135365 0.089119 0.0847511 0.0830662 0.0798924 0.0794863 0.104099 0.175276 0.0900337 0.0708259 0.0673395 0.0538678 0.0535007 0.0409815 0.0656219 0.068252 0.0557452 0.0564443 0.0286286 0.0122504
threshold=0.10921500000000002 -0.064334999999999989 0.41110500000000005 -0.06717999999999999 0.081010000000000013 0.083785000000000012 -0.096949999999999995 -0.24841999999999997 -0.13827999999999999 -0.15105999999999997 -0.10071499999999999 -0.051484999999999996 -0.094334999999999988 0.085785000000000014 0.104315 0.14195000000000002 0.11768500000000003 -0.082404999999999992 -0.06951499999999998 -0.008964999999999999 0.08776500000000001 -0.023409999999999997 0.062550000000000008 0.090015000000000026 -0.088434999999999986 -0.080114999999999978 -0.072374999999999981 -0.080499999999999988 -0.0063699999999999989 -0.013125 0.12622500000000003 0.078065000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 16 6 10 7 -1 31 13 -6 -7 -13 -8 22 23 -3 18 21 -20 -21 -11 24 30 -14 26 27 -19 29 -27 -5 -9
right_child=1 2 -4 15 5 11 9 8 -10 17 -12 12 14 -15 -16 -17 -18 25 19 20 -22 -23 -24 -25 -26 28 -28 -29 -30 -31 -32 -33
leaf_value=0.010267195918904631 -0.0052145023944065207 0.0020270618212039297 0.012934045442846775 0.001063940825164126 0.0082268134011092356 -0.0012332004254920913 -0.0037982290662699576 -0.00080104662887114811 -0.0096695396556528163 0.0046053271366214956 0.018189361563746693 0.012736034705373976 0.0011686060102495731 0.0053108985815235113 -0.0010056796467675345 -0.0059575942417149615 0.010695566529214672 0.01165517588299953 -0.0040692600840909979 0.0059733056291559955 0.00047239298129407136 0.013178865083758335 0.011516750079729819 -0.0031945391066318693 0.0060873142996249185 0.0016751339173454918 0.013957480234503069 0.0042890601052534847 0.0098286876041806977 0.0073673478879398265 0.0056770716033665031 0.0027824462179007964
leaf_weight=74 93 58 53 93 56 55 68 52 81 54 63 81 74 55 53 54 64 59 77 340 113 57 57 53 444 106 56 93 73 94 66 55
leaf_count=74 93 58 53 93 56 55 68 52 81 54 63 81 74 55 53 54 64 59 77 340 113 57 57 53 444 106 56 93 73 94 66 55
internal_value=0 0.00184841 0.00334194 0.00202705 0.00516013 0.00675902 0.00422211 0.000328715 -0.00357368 0.00503999 0.0135162 0.00570417 0.00624487 0.000260352 0.00540477 -5.86123e-05 0.0065892 0.00556236 0.00432831 0.00334146 0.00460508 0.00902414 0.00599877 0.00143548 0.00538811 0.00720318 0.0089988 0.0071601 0.00582851 0.00435946 0.00299012 0.00102415
internal_weight=0 534 441 388 2390 883 1507 262 188 1245 119 764 709 123 628 266 122 1122 641 530 453 111 575 212 518 481 208 152 273 200 159 107
internal_count=2924 534 441 388 2390 883 1507 262 188 1245 119 764 709 123 628 266 122 1122 641 530 453 111 575 212 518 481 208 152 273 200 159 107
is_linear=0
shrinkage=0.16829


Tree=7773
num_leaves=19
num_cat=0
split_feature=1 4 1 12 124 4 11 4 4 3 1 1 13 42 4 3 47 1
split_gain=15.544 2.12894 2.12573 2.06011 0.885645 0.537156 0.475973 0.477758 0.621872 0.658297 0.44877 0.393132 0.28024 0.344629 0.267441 0.197784 0.163987 0.175505
threshold=0.10921500000000002 0.31392000000000003 0.13662500000000002 0.088325000000000015 -0.080429999999999988 0.061835000000000008 1.0000000180025095e-35 -0.50231999999999988 -0.10023999999999998 0.088880000000000015 0.094385000000000011 0.10016000000000001 -0.36115499999999995 0.086700000000000013 -0.16523499999999997 -0.060719999999999989 1.0000000180025095e-35 0.11690500000000002
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 16 10 -5 7 -6 15 11 -1 -10 -4 -14 -8 -9 17 -2
right_child=2 -3 12 5 6 -7 14 8 9 -11 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=0.00090131022550911193 0.00034714604807958074 0.00028906833854271612 -0.00018355539027920285 0.00098061051725163847 0.0012409107891905666 0.00054453935493160464 0.001022252430043805 0.00055600260501642638 0.00098665870132033607 0.00067081886898423375 0.00048728356326082945 0.00070110965177349639 0.00028599883190134033 -7.336265816625932e-05 0.0013101802971047297 0.00084709120232709855 0.00043360897718573347 0.00013817650647831976
leaf_weight=53 79 53 53 75 65 53 77 52 1772 80 63 55 58 58 68 52 58 100
leaf_count=53 79 53 53 75 65 53 77 52 1772 80 63 55 58 58 68 52 58 100
internal_value=0 0.000943997 0.000321176 0.000462846 0.000958835 0.000800325 0.000973552 0.000960685 0.00095161 0.00096521 0.000676755 0.000978082 1.49941e-05 0.000106014 0.00115752 0.000701886 0.00028043 0.0002306
internal_weight=0 2390 534 365 2337 128 2221 2076 2011 1907 116 1827 169 116 145 104 237 179
internal_count=2924 2390 534 365 2337 128 2221 2076 2011 1907 116 1827 169 116 145 104 237 179
is_linear=0
shrinkage=0.0032998


Tree=7774
num_leaves=22
num_cat=0
split_feature=1 3 123 4 1 3 39 1210 40 3 52 16 51 13 52 4 51 16 150 1 4
split_gain=11.2578 2.28398 0.893313 0.76165 0.744548 0.403986 0.401805 0.239277 0.230431 0.220266 0.306768 0.463658 0.263271 0.186275 0.163512 0.159162 0.216885 0.194274 0.1246 0.0537404 0.0340732
threshold=0.10398500000000001 -0.053364999999999996 1.0000000180025095e-35 0.41248000000000007 0.13601500000000002 0.10402500000000002 0.087735000000000021 -0.08211499999999998 -0.025204999999999995 -0.096949999999999995 -0.24166499999999999 -0.008069999999999999 0.13669500000000004 0.016935000000000002 0.088250000000000009 0.043640000000000005 -0.092674999999999993 -0.5020199999999998 0.085075000000000026 0.11277000000000001 0.036605000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 13 6 7 18 -1 -6 10 -9 14 15 20 -12 16 -11 -17 19 -3 -2
right_child=1 4 -4 -5 8 -7 -8 9 -10 12 11 -13 -14 -15 -16 17 -18 -19 -20 -21 -22
leaf_value=0.0012458284488042041 0.0010980462893851316 0.00059848184427934348 0.0007338200167688136 0.00049746988059677123 8.8153933154766357e-05 0.00079588959161368928 0.00036353787374071231 0.001222017934963958 0.00035045489503656975 0.0012335905879215312 0.00097339354191706485 0.0007620226845279982 0.00085479981072929191 0.00080460863761097851 0.0012033794254429472 0.001194120981315749 0.0010941434194212142 0.00096453189950560588 0.00048811901651957913 0.00074172060573282227 0.00096859520392796983
leaf_weight=93 54 54 89 54 63 57 103 52 88 139 100 98 53 63 54 53 1288 191 54 72 52
leaf_count=93 54 54 89 54 63 57 103 52 88 139 100 98 53 63 54 53 1288 191 54 72 52
internal_value=0 0.000568418 0.00105912 0.000840004 0.000428789 0.00107239 0.000528729 0.00107981 0.000241251 0.00107218 0.000988983 0.000940756 0.00108682 0.000949244 0.00105427 0.00109416 0.00110775 0.00101455 0.00062306 0.000680612 0.00103487
internal_weight=0 657 2267 223 434 2178 283 2121 151 2028 304 252 1724 169 154 1671 1427 244 180 126 106
internal_count=2924 657 2267 223 434 2178 283 2121 151 2028 304 252 1724 169 154 1671 1427 244 180 126 106
is_linear=0
shrinkage=0.0032998


Tree=7775
num_leaves=20
num_cat=0
split_feature=48 12 15 10 151 39 43 43 12 133 13 1429 1429 15 12 13 13 42 47
split_gain=0.243427 0.167898 0.170738 0.153284 0.154699 0.172285 0.164409 0.14593 0.238089 0.172042 0.13901 0.168108 0.111338 0.0873158 0.129669 0.0739416 0.0920797 0.0705558 0.057444
threshold=0.12036500000000001 0.078120000000000009 0.12961500000000001 0.057650000000000007 0.053170000000000002 0.11214000000000002 -0.10761 -0.078169999999999976 -0.014854999999999998 0.085980000000000015 -0.15325499999999995 0.086185000000000012 0.093835000000000016 0.084630000000000025 0.085235000000000019 0.11466000000000001 0.025450000000000004 -0.055344999999999998 0.12339500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 5 6 -1 9 -9 -8 -3 13 -13 15 -15 16 -12 -16 -2
right_child=18 2 -4 -5 -6 -7 7 8 -10 -11 11 12 -14 14 17 -17 -18 -19 -20
leaf_value=0.013784070725014747 -0.0058538796614225376 -0.00097071667284156832 -0.0031295558145358659 -0.0053926774290534224 -0.0039132721107475827 -0.0046644598711678732 -0.0076328303441038298 0.012127875801309383 0.0031911372911671695 0.0058634039786512474 0.0054059022032456284 0.018547620464385715 0.0075584598578938922 0.013249636462272266 0.0038829238848709945 0.010861807345922795 0.00045269241089687889 0.0077229005373752593 0.001604019491913234
leaf_weight=60 66 72 56 56 67 52 55 122 277 52 870 53 53 98 188 61 122 507 52
leaf_count=60 66 72 56 56 67 52 55 122 277 52 870 53 53 98 188 61 122 507 52
internal_value=0 0.00523974 0.00601556 0.00305959 0.0037532 0.00458726 0.00544041 0.0044475 0.00592818 -0.00105712 0.00626947 0.00653745 0.01307 0.00616137 0.00750007 0.0051515 0.00479855 0.00668676 -0.00255212
internal_weight=0 2821 2080 741 685 618 566 506 399 107 2024 1952 106 1846 793 1053 992 695 118
internal_count=2939 2821 2080 741 685 618 566 506 399 107 2024 1952 106 1846 793 1053 992 695 118
is_linear=0
shrinkage=0.16829


Tree=7776
num_leaves=23
num_cat=0
split_feature=1 2 1 2 2 41 16 1 3 48 15 14 1 15 1213 155 131 3 16 1 1213 1
split_gain=0.39991 0.139118 0.230355 0.323262 0.134553 0.125127 0.112218 0.215291 0.214145 0.163707 0.104767 0.100967 0.0893398 0.0802391 0.0659693 0.0656744 0.064805 0.0603268 0.067191 0.0752339 0.0683584 0.0529546
threshold=0.12765500000000005 0.086545000000000025 0.088035000000000016 0.10155500000000002 0.087210000000000024 0.077550000000000022 -0.33811499999999994 0.11230000000000001 -0.14326499999999995 0.085485000000000019 0.1208 -1.0000000180025095e-35 1.0000000180025095e-35 -0.41725999999999991 0.042570000000000004 0.08024000000000002 0.10340500000000001 -0.0013299999999999998 0.062910000000000008 0.10651500000000001 -0.023029999999999998 0.13872000000000004
decision_type=2 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 15 7 -5 -8 -10 12 -2 14 -13 16 17 -6 18 19 20 -1 -15
right_child=11 2 3 6 10 -7 8 -9 9 -11 -12 13 -14 21 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0084362486326939636 0.0033931033845774304 -0.0016157674684463207 -0.0099008243734047419 0.014049297513984045 0.0052686145040899569 0.014159580164272424 0.0077591063523949162 -0.00074928639787706728 -0.0087001825752736888 0.0024134892964714663 -0.0017994017178124524 0.00020220398906953103 0.011276232704978467 -0.002865655532276089 0.0094100654808670411 0.011391406100149656 -0.00016009950050700241 0.00060572966427880899 0.00089851880398880983 0.01169792465326534 0.0048295120076973473 -0.010029522104619805
leaf_weight=202 68 83 73 57 778 53 73 54 78 72 54 74 78 54 101 56 67 69 74 66 589 66
leaf_count=202 68 83 73 57 778 53 73 54 78 72 54 74 78 54 101 56 67 69 74 66 589 66
internal_value=0 0.00471211 0.00368897 0.000239222 0.00489677 0.00615709 0.00246084 0.0068338 0.000276107 -0.00335364 0.00539986 -0.00217253 0.00578126 -0.00413263 0.00532629 0.00575375 0.00483605 0.00543624 0.00579232 0.00621279 0.00575285 -0.00682075
internal_weight=0 2677 1568 407 1161 1109 334 111 223 150 1078 262 1024 194 946 1056 845 1000 931 857 791 120
internal_count=2939 2677 1568 407 1161 1109 334 111 223 150 1078 262 1024 194 946 1056 845 1000 931 857 791 120
is_linear=0
shrinkage=0.16829


Tree=7777
num_leaves=31
num_cat=0
split_feature=1 402 16 2 1446 1 16 16 3 2 15 1213 3 16 15 51 1 2 16 131 3 16 1 3 15 1212 2 15 3 402
split_gain=0.276661 0.114145 0.128529 0.119912 0.131422 0.121543 0.172278 0.334743 0.27079 0.15844 0.100657 0.0903277 0.0896227 0.11623 0.107696 0.0895999 0.106745 0.0783041 0.075698 0.0748506 0.0775893 0.138638 0.0692977 0.045446 0.0447356 0.0374015 0.0368638 0.0362163 0.0278479 0.0256373
threshold=0.12765500000000005 -0.020594999999999999 -0.052039999999999996 0.084395000000000012 0.083705000000000016 0.084470000000000003 0.27717500000000006 -0.095564999999999983 -0.018854999999999997 0.11504500000000002 -0.079504999999999978 -0.084954999999999989 -0.082274999999999987 -0.090044999999999986 -0.025879999999999997 -0.08373499999999999 0.10721500000000002 0.089745000000000005 -0.0046349999999999994 0.090030000000000013 0.3148450000000001 -0.059289999999999995 0.091725000000000015 -0.082234999999999989 -0.093399999999999997 0.10355000000000002 0.10803500000000001 0.025430000000000005 -0.088314999999999991 -0.16962499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 10 7 9 -9 -7 18 -3 13 -12 -15 -13 22 -14 23 20 21 -2 -17 -5 -25 28 -10 -19 -1 -30
right_child=19 3 -4 5 -6 6 -8 8 26 -11 12 15 17 14 -16 16 -18 27 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0032202688999835999 0.0029101269809893994 0.011112031755691899 0.014416401597841329 0.0077688383302685618 0.0121968335164458 0.0098884909153159461 0.0071091430777665771 -0.014633222665595396 -0.0038937645183119035 -0.00038633198120574134 -0.0056542082467813818 0.0094613885617860979 0.0089381327695325658 -0.0045144106194664937 0.0031930869117790051 0.0036400679719341559 0.008374614565883523 0.0049709443687206336 0.010037137782855516 0.0038272999655449736 -0.0084180871718275586 -0.0075577558891873949 -0.00091994091419695463 0.0049994703138388401 -0.00067816293251519164 0.0013359393888347614 0.0014908271432826706 0.00083561023559469293 0.0098372389614137662 0.0053985141304564296
leaf_weight=59 91 55 54 81 72 80 89 65 83 90 61 73 93 59 388 255 90 140 98 53 59 59 149 105 62 53 63 107 75 78
leaf_count=59 91 55 54 81 72 80 89 65 83 90 61 73 93 59 388 255 90 140 98 53 59 59 149 105 62 53 63 107 75 78
internal_value=0 0.00391979 0.00691332 0.00351405 0.00537502 0.00273681 0.000440014 -0.00111315 -0.00559441 0.00443831 0.00363941 0.00458247 0.00264864 0.00122848 0.00217175 0.00394593 0.00312725 0.00476524 0.00606246 -0.00180576 -0.00324284 -0.00119526 0.00195384 0.00448457 0.00288085 0.00537761 -0.00155797 0.0031868 0.00637956 0.0075861
internal_weight=0 2677 319 2358 694 1664 470 381 211 170 1194 622 848 508 447 567 494 340 346 262 209 150 404 248 167 265 146 247 212 153
internal_count=2939 2677 319 2358 694 1664 470 381 211 170 1194 622 848 508 447 567 494 340 346 262 209 150 404 248 167 265 146 247 212 153
is_linear=0
shrinkage=0.16829


Tree=7778
num_leaves=20
num_cat=0
split_feature=0 0 3 150 2 11 160 4 4 10 1374 2 4 51 2 12 3 2 3
split_gain=0.145945 0.18388 0.264751 0.161923 0.167891 0.162045 0.119218 0.114426 0.10578 0.0973509 0.139135 0.0867083 0.0816615 0.0922379 0.0828022 0.248055 0.107979 0.0686714 0.0540245
threshold=-0.099704999999999974 -0.25490999999999991 0.11391500000000002 0.083205000000000015 0.10393500000000001 0.077330000000000024 0.0044600000000000013 0.054720000000000012 -0.4950449999999999 0.057650000000000007 1.0000000180025095e-35 0.11657500000000001 -0.14088999999999999 -0.26960999999999996 0.084045000000000022 0.083815000000000014 -0.024819999999999998 0.097605000000000011 -0.055389999999999988
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 7 -3 17 10 12 -4 18 -14 15 -15 -16 -2 -10
right_child=8 2 11 -5 -6 -7 -8 -9 9 -11 -12 -13 13 14 16 -17 -18 -19 -20
leaf_value=0.010097576456576907 0.0041927862288112369 -0.0034438062456239159 -0.012436655189634101 -0.004490742589214336 -0.0028359784316025365 0.013580274391137436 0.0098062253985267463 0.0064994474651305697 -0.0037726924526766152 -0.002998024363859667 -0.0051328843395873599 -0.0034226910141070778 -0.0010774905248331045 0.012835191704124997 0.0038021774731985774 0.0040895479273958717 -0.0020615727926547914 0.011868592212351946 0.0030920369000482142
leaf_weight=52 67 81 52 96 91 56 56 55 68 70 53 74 101 114 1148 480 96 67 62
leaf_count=52 67 81 52 96 91 56 56 55 68 70 53 74 101 114 1148 480 96 67 62
internal_value=0 0.000522799 -0.000361501 0.00160272 0.0033336 0.00560469 0.00326911 0.000564152 0.00344528 0.00316333 0.00336743 -0.007157 0.00358604 0.00385991 0.0041322 0.00577103 0.00334823 0.0080441 -0.000484925
internal_weight=0 613 561 435 339 248 192 136 2326 2192 2122 126 2069 1939 1838 594 1244 134 130
internal_count=2939 613 561 435 339 248 192 136 2326 2192 2122 126 2069 1939 1838 594 1244 134 130
is_linear=0
shrinkage=0.16829


Tree=7779
num_leaves=21
num_cat=0
split_feature=1 0 14 0 1 16 160 1212 1212 1212 0 1 1453 1429 43 401 43 0 1212 43
split_gain=0.144959 0.133061 0.103524 0.119336 0.277317 0.306053 0.252194 0.0772495 0.161852 0.0813184 0.0677279 0.0662881 0.055612 0.0716304 0.0499601 0.135517 0.0813905 0.0344709 0.029467 0.00523056
threshold=0.12765500000000005 -0.066574999999999981 -0.13131999999999996 -0.13619499999999998 0.084470000000000003 -0.33811499999999994 0.052555000000000011 0.073745000000000019 0.089955000000000021 0.095315000000000011 -0.11742499999999999 0.14516000000000004 -0.077314999999999981 0.084965000000000013 -0.085204999999999989 0.082755000000000009 -0.080104999999999996 -0.064994999999999983 0.11517500000000001 -0.010264999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 -1 4 -4 -6 -7 12 19 -10 -2 -3 -5 14 15 -14 -16 -15 -11 -9
right_child=1 11 3 7 5 6 -8 8 9 18 -12 -13 13 17 16 -17 -18 -19 -20 -21
leaf_value=0.0086253602733973797 -0.0012803690030041438 -0.0014433818199717293 0.0079963290511490624 -0.0023529578255641471 0.0044689600192697274 -0.013695612432385913 6.6065920001042171e-05 0.0095087382162436992 -0.0030533006066123928 0.0073613390726021436 -0.0093658176723126155 0.005793519523056948 0.0050525510371758143 0.0087760507130814173 -0.0011162484661808873 -0.0035590230988899302 0.002508662092651394 0.0032531064903973382 0.0024315123114835957 0.012191700344149301
leaf_weight=82 56 74 82 62 90 89 65 52 52 65 63 69 409 79 208 59 1099 56 76 52
leaf_count=82 56 74 82 62 90 89 65 52 52 65 63 69 409 79 208 59 1099 56 76 52
internal_value=0 -0.00141451 0.00272889 0.00254187 -0.000464172 -0.00331482 -0.00787545 0.00297456 0.00551019 0.00261404 -0.005576 0.00203599 0.00259176 0.00275321 0.00246735 0.00396306 0.00193041 0.00649836 0.00471687 0.0108675
internal_weight=0 262 2677 2595 326 244 154 2269 297 193 119 143 1972 1910 1775 468 1307 135 141 104
internal_count=2939 262 2677 2595 326 244 154 2269 297 193 119 143 1972 1910 1775 468 1307 135 141 104
is_linear=0
shrinkage=0.16829


Tree=7780
num_leaves=30
num_cat=0
split_feature=1 52 1 2 2 2 10 15 150 12 3 11 15 157 0 52 52 12 1452 16 2 52 0 483 16 3 48 2 15
split_gain=14.6322 2.23174 1.3483 1.30331 0.918652 0.74693 0.640865 0.558326 0.472297 0.414657 0.398144 0.387324 0.275849 0.215175 0.221063 0.175019 0.256354 0.177531 0.144023 0.137699 0.250775 0.143192 0.127427 0.119358 0.11298 0.10533 0.0980583 0.0327036 0.0224893
threshold=0.10404000000000001 -0.41694999999999993 0.12988000000000002 0.10043500000000001 0.093320000000000014 -0.013084999999999998 -0.0062549999999999993 -0.15973499999999999 0.083680000000000018 0.023990000000000004 -0.13827999999999999 1.0000000180025095e-35 -0.070454999999999976 -0.084589999999999985 -0.10934999999999999 -0.51296999999999993 0.029970000000000007 0.096425000000000025 0.080100000000000018 0.0044600000000000013 0.10052500000000002 -0.24334999999999998 -0.195045 0.088030000000000011 -0.052894999999999991 -0.085744999999999988 0.091505000000000017 0.10251500000000001 -0.43587999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 9 5 -1 -4 28 10 -3 -6 13 26 25 22 -12 19 27 23 20 -17 -21 -15 -16 -19 -7 -5 -18 -8
right_child=1 2 6 12 8 11 7 -9 -10 -11 15 -13 -14 14 18 16 17 24 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00075960437453596711 0.001084449614751595 0.00058921551159593351 -3.1054366340723981e-07 0.0005618175898158363 0.0012318528298342086 0.0013706210085882786 0.0002752162304028325 0.00061802726098887509 0.00068826786320356917 0.00095655200151145388 0.0011266384170613738 0.0013642330056051202 0.00023771470361663962 0.0010742847996801012 0.0011208714042737699 0.00095151650089144823 0.0010566412250768964 0.0010143049502850932 0.0012851816587750855 0.00083322951544887282 0.00064825828640481639 0.001077615544755661 0.00083991455607523239 0.00099146263376983026 0.00082357940339637485 0.0011658712046946262 0.00039174716856308397 0.001176391379058222 0.0001759843910193681
leaf_weight=62 69 53 70 99 72 52 54 64 59 94 70 75 63 54 1090 56 66 90 57 56 66 53 52 89 59 68 62 56 52
leaf_count=62 69 53 70 99 72 52 54 64 59 94 70 75 63 54 1090 56 66 90 57 56 66 53 52 89 59 68 62 56 52
internal_value=0 0.00052154 0.000457913 0.000582667 0.00107258 0.00111643 0.000264917 0.000374336 0.00097277 0.000824351 0.00099878 0.00113081 0.000423905 0.00111881 0.00110661 0.000969381 0.000947382 0.00101698 0.00111919 0.000865585 0.000787748 0.000952383 0.000959643 0.00111113 0.000939019 0.00125489 0.000496543 0.0011119 0.000226869
internal_weight=0 680 611 371 2302 1599 240 170 703 147 644 1537 224 1462 1342 572 502 271 1236 231 122 109 106 1179 149 120 161 122 106
internal_count=2982 680 611 371 2302 1599 240 170 703 147 644 1537 224 1462 1342 572 502 271 1236 231 122 109 106 1179 149 120 161 122 106
is_linear=0
shrinkage=0.0032998


Tree=7781
num_leaves=24
num_cat=0
split_feature=4 39 3 12 10 3 10 15 15 0 4 4 15 4 4 52 39 3 1210 480 3 4 0
split_gain=10.6317 2.86224 1.62956 0.815341 0.667189 0.540464 0.650428 0.512522 0.618063 0.795356 0.576198 0.502276 0.463656 0.531524 0.210766 0.208811 0.197167 0.181187 0.202758 0.154453 0.140231 0.126228 0.0341316
threshold=0.31392000000000003 0.08456000000000001 0.17351000000000003 0.098455000000000015 -1.0000000180025095e-35 -0.13827999999999999 -1.0000000180025095e-35 0.079600000000000018 -0.16749999999999998 -0.11167499999999998 0.074650000000000008 -0.39175499999999991 -0.41956999999999994 0.51367000000000018 0.010535000000000001 0.15119000000000002 0.10096000000000001 -0.13117499999999996 -0.08211499999999998 1.0000000180025095e-35 -0.11151499999999999 -0.069999999999999993 -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 2 2
left_child=1 2 3 7 -3 -2 -7 8 -1 10 -10 -11 13 -8 15 20 -6 -9 -19 -20 -5 -22 -16
right_child=5 4 -4 14 16 6 12 17 9 11 -12 -13 -14 -15 22 -17 -18 18 19 -21 21 -23 -24
leaf_value=0.0014123096940750479 0.00067836415780195638 0.0003677371873662186 0.0005639642016772988 0.0012054908167934777 0.00089868010974870427 3.4339409826791153e-05 0.00082253243100978771 0.0013665503921823376 0.00068786122064633422 0.001284598922397147 0.0010859162223104898 0.0010679476575183207 0.00026474165895497238 0.00037481208648161118 0.00078264253450259871 0.00082345047842482828 0.00065593542818625627 0.0013327793708639536 0.0011451781051829756 0.0013361237464994608 0.00087141963566818455 0.0010718111145128018 0.00090459525717760485
leaf_weight=59 76 54 63 56 88 53 54 61 97 141 68 730 89 63 57 52 65 84 692 52 52 117 59
leaf_count=59 76 54 63 56 88 53 54 61 97 141 68 730 89 63 57 52 65 84 692 52 52 117 59
internal_value=0 0.00105729 0.00108892 0.00110282 0.000684289 0.00043316 0.000361072 0.00113012 0.00108197 0.00106313 0.000852122 0.00110306 0.000444963 0.000581753 0.000964887 0.00101498 0.000795784 0.00118938 0.00117629 0.00115857 0.00105908 0.00101036 0.000844974
internal_weight=0 2647 2440 2377 207 335 259 1984 1095 1036 165 871 206 117 393 277 153 889 828 744 225 169 116
internal_count=2982 2647 2440 2377 207 335 259 1984 1095 1036 165 871 206 117 393 277 153 889 828 744 225 169 116
is_linear=0
shrinkage=0.0032998


Tree=7782
num_leaves=11
num_cat=0
split_feature=44 1374 1210 475 1184 2 47 43 1213 475
split_gain=0.253626 0.164124 0.105539 0.109989 0.088541 0.0875166 0.159723 0.150132 0.10209 0.0707792
threshold=1.0000000180025095e-35 0.085820000000000021 -0.08211499999999998 0.063540000000000013 1.0000000180025095e-35 0.097180000000000016 0.078345000000000012 -0.49922499999999997 -0.080279999999999976 -0.074304999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 9 -4 -9 -7
right_child=-2 -3 3 -5 -6 6 -8 8 -10 -11
leaf_value=0.0083580225014026101 0.014737025017013471 0.010670620903259426 0.011903864465768714 0.010243545234293541 0.0095182069490582256 0.0061017667671636657 -0.0066225198865225302 -0.00050887096559494669 0.0033691891740602296 0.0011640666687673907
leaf_weight=100 55 81 54 55 52 94 70 219 1529 673
leaf_count=100 55 81 54 55 52 94 70 219 1529 673
internal_value=0 0.00319225 0.00297877 0.00278223 0.00262906 0.00249263 0.00106739 0.00315364 0.00288229 0.00177155
internal_weight=0 2927 2846 2746 2691 2639 837 1802 1748 767
internal_count=2982 2927 2846 2746 2691 2639 837 1802 1748 767
is_linear=0
shrinkage=0.16829


Tree=7783
num_leaves=25
num_cat=0
split_feature=1 2 4 2 2 3 4 150 2 15 3 3 15 15 15 4 52 52 4 52 13 15 402 15
split_gain=8.93038 1.72141 0.903303 0.843419 0.682166 0.636001 0.617492 0.489706 0.458044 0.463633 0.311376 0.297458 0.269921 0.264801 0.742876 0.239647 0.238958 0.294908 0.199251 0.170545 0.156092 0.137783 0.120226 0.0624252
threshold=0.10749500000000002 0.17553000000000005 -0.032169999999999997 -1.0000000180025095e-35 0.097005000000000022 0.3148450000000001 -0.39175499999999991 1.0000000180025095e-35 0.11152000000000002 -0.24211499999999997 -0.13827999999999999 0.090170000000000014 -0.16749999999999998 0.079600000000000018 -1.0000000180025095e-35 0.0060300000000000015 -0.51296999999999993 0.029970000000000007 0.080255000000000007 -0.010655 -0.0025349999999999995 -0.41956999999999994 0.09253500000000002 -0.081149999999999986
decision_type=2 2 2 2 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 8 -5 10 9 -4 -6 21 -8 14 15 -14 -12 20 -11 -15 -18 -10 -21 -19
right_child=1 -3 5 4 7 -7 12 -9 11 18 16 -13 13 19 -16 -17 17 23 -20 22 -22 -23 -24 -25
leaf_value=0.00063926902092824995 0.00087690703767874479 0 0.00043422105987315574 0.0013260386743980633 0.0010993862716446583 0.00019381498295534502 0.0012111529511817092 0.00061767246694304423 0.00045234566968905464 0.00067429652770037755 0.0010630046881802625 0.00060725499669507738 0.00099843067780523145 0.0011735549045174742 0.00055318905907040812 0.0008403520933861836 0.0006774554754438066 0.0010307666828940252 0.00094657100770367136 0.00098902512775424093 0.00087536281203050542 0.0002200180269917069 0.0011025724532402366 0.0008953114024176491
leaf_weight=88 85 66 60 63 81 62 60 72 55 71 65 71 505 76 52 136 121 56 52 681 71 58 127 148
leaf_count=88 85 66 60 63 81 62 60 72 55 71 65 71 505 76 52 136 121 56 52 681 71 58 127 148
internal_value=0 0.000501157 0.000565575 0.000957522 0.00096961 0.000503807 0.0010038 0.000874888 0.00055608 0.000673336 0.000908992 0.00043927 0.000991377 0.000982993 0.000934101 0.000964946 0.000875462 0.00084459 0.000789691 0.00102128 0.000750823 0.00033341 0.00100692 0.000932668
internal_weight=0 580 514 2402 2314 429 1700 614 367 183 542 184 1637 1577 693 641 461 396 123 884 192 113 808 204
internal_count=2982 580 514 2402 2314 429 1700 614 367 183 542 184 1637 1577 693 641 461 396 123 884 192 113 808 204
is_linear=0
shrinkage=0.0032998


Tree=7784
num_leaves=24
num_cat=0
split_feature=1 3 155 47 123 3 1 15 15 43 16 402 0 16 133 15 1 15 43 403 51 403 160
split_gain=11.7079 1.6551 1.14479 1.10844 0.916466 0.564449 0.427933 0.353011 0.369353 0.491598 0.334816 0.208211 0.235021 0.206453 0.194903 0.1898 0.155864 0.142498 0.289156 0.120488 0.09683 0.0920563 0.0580268
threshold=0.10442000000000001 0.3148450000000001 0.098655000000000007 0.078345000000000012 1.0000000180025095e-35 0.10766000000000002 0.12988000000000002 -0.16749999999999998 -0.033234999999999994 -0.07409499999999998 -0.25397999999999993 0.095250000000000015 -0.14164999999999997 -0.116045 0.088155000000000011 -0.098139999999999991 0.085410000000000014 -0.015539999999999998 -1.0000000180025095e-35 -0.085354999999999973 -0.014634999999999999 -0.024654999999999996 -0.10802999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 6 5 7 17 -1 9 14 -8 12 -10 -5 22 -11 -17 18 -2 -14 -16 -13 -9
right_child=1 -3 -4 13 -6 -7 10 8 11 15 -12 21 19 -15 20 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0013817633342278935 0.00056994898872483846 0.00023692329963191075 0.0011701290704737017 0.00073230256285250288 0.00081335349888189787 0.00082810672667971998 0.00025670944573606284 0.0011185221440289409 0.0013454406556803347 0.0010970792662177067 0.00060211078083529442 0.0014164744726939866 0.0010976323471210494 0.00099062093888545441 0.0011661789913555698 0.00098155334757287914 0.00076349744395153496 0.00051762539105331675 0.00083843374391852647 0.001177830817877191 0.00097168224923325239 0.0012388741138884981 0.001245507635994011
leaf_weight=79 94 93 54 53 90 57 70 57 81 100 55 54 284 100 52 118 54 69 84 914 70 97 203
leaf_count=79 94 93 54 53 90 57 70 57 81 100 55 54 284 100 52 118 54 69 84 914 70 97 203
internal_value=0 0.000646105 0.000711767 0.000664554 0.00114111 0.00115439 0.00056706 0.00116297 0.00115466 0.00108903 0.000408968 0.00118465 0.00117069 0.000901368 0.00116586 0.000980995 0.000913299 0.000646924 0.000696848 0.00115885 0.00105487 0.00130262 0.0012178
internal_weight=0 672 579 525 2310 2220 372 2163 2084 654 125 1430 1279 153 382 272 172 247 178 1198 122 151 260
internal_count=2982 672 579 525 2310 2220 372 2163 2084 654 125 1430 1279 153 382 272 172 247 178 1198 122 151 260
is_linear=0
shrinkage=0.0032998


Tree=7785
num_leaves=29
num_cat=0
split_feature=1 2 15 150 1 150 48 2 0 11 43 43 11 15 1 0 0 1 43 15 15 42 0 4 52 2 150 2
split_gain=17.4657 3.37659 1.99726 1.26692 1.65677 0.941604 0.759993 0.675796 0.654067 0.610324 0.557985 0.481096 0.447641 0.35136 0.539287 0.356587 0.29299 0.281049 0.196933 0.198714 0.151478 0.150701 0.14076 0.13801 0.0875599 0.286668 0.0821744 0.0446979
threshold=0.10609 0.14744000000000002 -0.24511999999999998 0.083295000000000022 0.085410000000000014 1.0000000180025095e-35 0.085790000000000019 0.13084500000000002 -0.11991499999999998 1.0000000180025095e-35 -0.015924999999999998 -0.012119999999999997 0.084110000000000004 0.083340000000000011 0.092695000000000013 -0.090939999999999979 -0.084154999999999994 0.12040000000000002 0.0015200000000000003 -0.079504999999999978 -0.065419999999999992 0.087745000000000004 -0.071379999999999985 -0.077789999999999984 0.088785000000000017 0.084605000000000014 0.10294000000000002 0.091235000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 7 26 8 -3 9 -4 13 -6 20 -11 14 18 -16 24 -2 22 -20 -10 27 -1 -23 25 -15 -5 -18
right_child=1 6 5 4 10 -7 -8 -9 11 12 -12 -13 -14 16 15 -17 21 -19 19 -21 -22 23 -24 -25 -26 -27 -28 -29
leaf_value=0.0013315097236676556 0.00065518823678805814 -9.3643829317161017e-05 0.00075112298787411152 0.0014199564741714634 0.00098088270917506761 0.00064376743273606471 0.00044694193501528689 0.00093900025760750776 0.0010981392230961795 0.0017284627756225263 0.000522647354488418 0.0013328334122105808 0.0013593687952019003 0.0013795763590938638 0.00085519165338807633 0.0012366035239753308 0.0013804060799025364 0.00036801611897911333 0.0012887559547019969 0.0010253827016708965 0.00085875741247746877 0.0011438798752413768 0.0012106171194247982 0.0013029628406500229 0.0013514523419363507 0.0016477363491377013 0.0012402225166633827 0.0012831686175641555
leaf_weight=572 59 62 74 57 65 103 52 53 66 66 53 72 82 119 57 52 257 103 69 61 55 93 138 194 94 72 66 81
leaf_count=572 59 62 74 57 65 103 52 53 66 66 53 72 82 119 57 52 257 103 69 61 55 93 138 194 94 72 66 81
internal_value=0 0.000668378 0.000778829 0.00128255 0.00105542 0.000912716 0.00015263 0.0013091 0.00101634 0.00131886 0.000775364 0.00111784 0.0015242 0.00130249 0.00125752 0.00103747 0.00134935 0.000472821 0.00128603 0.00116544 0.00098962 0.00130874 0.00130806 0.00125154 0.00143829 0.00148085 0.0013238 0.00135721
internal_weight=0 646 532 2301 241 370 114 2060 267 2007 118 193 148 1859 949 109 910 162 840 130 121 625 710 287 285 191 123 338
internal_count=2947 646 532 2301 241 370 114 2060 267 2007 118 193 148 1859 949 109 910 162 840 130 121 625 710 287 285 191 123 338
is_linear=0
shrinkage=0.0032998


Tree=7786
num_leaves=29
num_cat=0
split_feature=4 0 10 49 0 160 1456 10 4 49 11 4 4 157 157 157 0 0 400 132 4 4 16 4 4 0 0 4
split_gain=0.314213 0.288005 0.375458 0.265852 0.17629 0.127354 0.12656 0.117039 0.113491 0.0929257 0.0777398 0.124096 0.134048 0.0720873 0.235397 0.112096 0.07279 0.0899863 0.0521876 0.0479485 0.0460722 0.0696644 0.0984441 0.0374704 0.031862 0.0279197 0.0234661 0.0218539
threshold=-0.041794999999999992 -0.068669999999999995 -1.0000000180025095e-35 -0.0037949999999999993 -0.12851999999999997 -0.065549999999999983 -0.0054299999999999991 -0.07564499999999999 0.27258000000000004 -0.0055299999999999993 0.086175000000000015 -0.39175499999999991 -0.15764999999999998 -0.077294999999999989 -0.086319999999999994 -0.057789999999999987 -0.079249999999999987 -0.083144999999999983 -0.067134999999999986 -0.083284999999999984 0.50541500000000006 0.10055500000000002 0.08215500000000002 -0.081204999999999986 0.049545000000000006 -0.085524999999999976 -0.056754999999999993 0.41696500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 -1 5 -2 -5 -6 9 -7 11 -8 -13 14 25 -15 17 -17 19 -14 21 22 -4 -20 -18 -9 -24 -10
right_child=1 2 20 6 7 8 10 13 27 -11 -12 12 18 15 -16 16 24 -19 23 -21 -22 -23 26 -25 -26 -27 -28 -29
leaf_value=0.016478290488882524 -0.004831872753074045 -0.01342042210808945 -0.0045647403150547751 0.012719179414182448 0.014012619049121164 0.0023946897690955617 0.012559572493844602 0.00096567899159425514 -0.0033891634585338053 0.01007183925324614 0.0010690019493134258 -0.0020700707161959171 0.013829985496322847 -0.002460916406651914 0.015188804959666381 0.0056754664836415666 -0.0013696428119957949 0.012779201026140724 0.007422021103321374 0.0065063167749984923 -0.0018962491210804302 0.0085083978709697902 0.0069181385568704776 0.0050912334728768953 0.0044753725703474074 0.0063567244816115963 0.001977570382553283 0.001452947204012924
leaf_weight=87 65 53 52 96 53 97 94 59 53 84 75 53 52 52 88 481 52 57 364 52 65 53 52 441 53 52 60 52
leaf_count=87 65 53 52 96 53 97 94 59 53 84 75 53 52 52 88 481 52 57 364 52 65 53 52 441 53 52 60 52
internal_value=0 0.00397411 -0.000420197 0.007474 0.00510962 0.00188084 0.00683409 0.00630445 0.00341274 0.00596749 0.00633297 0.00670513 0.0061312 0.00584547 0.00868207 0.00503068 0.00563932 0.00643143 0.00661136 0.0101854 0.00201674 0.00319711 0.0014697 0.00614739 0.00156359 0.0035074 0.00428745 -0.000974056
internal_weight=0 1633 335 1314 1298 351 1227 947 286 181 1131 1056 962 894 199 695 643 538 909 104 282 217 164 805 105 111 112 105
internal_count=2947 1633 335 1314 1298 351 1227 947 286 181 1131 1056 962 894 199 695 643 538 909 104 282 217 164 805 105 111 112 105
is_linear=0
shrinkage=0.16829


Tree=7787
num_leaves=25
num_cat=0
split_feature=15 12 13 12 150 150 14 16 49 43 0 12 47 13 13 0 14 0 0 43 15 15 43 133
split_gain=6.81999 2.80705 1.15308 1.12532 0.777989 0.848332 0.647024 0.523313 0.392883 0.374149 0.361913 0.361689 0.249815 0.248655 0.237857 0.296108 0.225552 0.430809 0.16243 0.162131 0.0926489 0.0629648 0.0326637 0.0265026
threshold=-0.26361999999999991 0.056995000000000011 -0.27740999999999993 0.13936000000000001 -0.07009 1.0000000180025095e-35 -0.45687499999999998 -0.41776999999999992 -0.073139999999999983 -0.029255 -0.093649999999999983 0.098785000000000012 0.085585000000000008 -0.069874999999999979 0.096295000000000006 0.027395000000000006 0.076450000000000004 -0.11656999999999999 -0.037444999999999992 -1.0000000180025095e-35 0.083185000000000023 -0.079504999999999978 -0.063379999999999978 0.11788000000000001
decision_type=2 2 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 11 -4 9 -1 19 10 -6 -7 14 18 -13 15 16 17 -3 -11 -8 21 -15 -23 -22
right_child=1 3 4 -5 5 8 7 -9 -10 12 -12 13 -14 20 -16 -17 -18 -19 -20 -21 23 22 -24 -25
leaf_value=0.0008447422385264732 0.00058194360859861575 0.00094082755163091422 0.00064576234299008645 0.00077429972401852471 0.00098852533285929338 0.0011851870948750244 0.00046037390597173392 0.00019137644953340065 0.0006647269957839279 0.0012263288737691285 0.00079429079630287532 0.0009105460972349674 0.0010383325335922382 0.0011961337596983635 0.0010522042854151324 0.0014904587880996531 0.0014499509747432381 0.0012438019815591292 0.0014585021778845504 0.0007170507042114809 0.0011806792371181153 0.0011263754720315319 0.0010036484469360836 0.0012874136468884801
leaf_weight=62 80 54 58 64 98 53 58 57 66 99 52 52 52 65 72 55 56 1441 53 52 73 53 62 60
leaf_count=62 80 54 58 64 98 53 58 57 66 99 52 52 52 65 72 55 56 1441 53 52 73 53 62 60
internal_value=0 0.0011495 0.000952304 0.00120667 0.00100804 0.00105238 0.000556229 0.000448906 0.000865851 0.00115789 0.000991936 0.0012202 0.00123907 0.00112502 0.00124088 0.00124932 0.00124074 0.00123288 0.00130752 0.000582032 0.00116054 0.00110968 0.00106052 0.0012291
internal_weight=0 2718 611 2107 531 473 229 167 171 302 105 2043 204 365 1678 1606 1551 1495 152 110 313 180 115 133
internal_count=2947 2718 611 2107 531 473 229 167 171 302 105 2043 204 365 1678 1606 1551 1495 152 110 313 180 115 133
is_linear=0
shrinkage=0.0032998


Tree=7788
num_leaves=24
num_cat=0
split_feature=1 2 4 4 2 12 39 2 4 2 0 39 4 12 1453 41 1 4 457 131 13 0 1
split_gain=11.8939 2.76081 1.5123 1.29016 1.09491 0.853801 0.5551 0.543746 0.512985 0.417431 0.323395 0.322435 0.315049 0.285115 0.264342 0.177556 0.165204 0.15026 0.12922 0.0610187 0.0544579 0.0490794 0.0397061
threshold=0.10557500000000002 0.14744000000000002 0.24099500000000004 0.27420500000000009 0.093320000000000014 -0.0089849999999999982 0.055555000000000007 0.123795 -0.014854999999999998 0.25063000000000007 -0.10028499999999999 0.0047850000000000011 0.0011850000000000003 0.088325000000000015 -0.076919999999999988 0.075585000000000013 0.12000500000000001 0.043640000000000005 0.088055000000000008 0.091760000000000022 -0.06724999999999999 -0.050704999999999993 0.13612500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 11 -2 7 8 13 -3 -7 14 -10 -6 -1 17 -5 18 -16 -12 -14 -15 -18
right_child=1 9 -4 16 6 10 -8 -9 12 -11 19 -13 20 21 15 -17 22 -19 -20 -21 -22 -23 -24
leaf_value=0.0014396835254408618 0.00059825971406699268 0.0003790448168525397 0.00074084783824565669 0.00064530190725989615 0.0013868349366600555 0.0008083958856581235 0.00075142201704813457 0.00077675587036511739 0.00077396813708641697 -1.9825090064197579e-05 0.0011227672318415397 0.00096600786528385494 0.0011428201988361005 0.0011777775560431452 0.0012204333703978428 0.001393924241038788 0.00039738745230390339 0.0010510739342058692 0.0010576705216014241 0.00097698875723560346 0.0010091406604405746 0.001066675822790216 0.00052251207032198157
leaf_weight=60 88 56 96 103 71 79 62 58 56 58 98 57 65 173 1249 59 57 69 59 54 88 70 62
leaf_count=60 88 56 96 103 71 79 62 58 56 58 98 57 65 173 1249 59 57 69 59 54 88 70 62
internal_value=0 0.0006429 0.00114725 0.000741263 0.001165 0.000875876 0.00105008 0.0010819 0.00111567 0.000175802 0.000981482 0.00121256 0.00098804 0.00120051 0.00122193 0.00121281 0.000547673 0.00120502 0.00121312 0.00107121 0.00106616 0.00114592 0.000462874
internal_weight=0 655 2292 541 2196 319 643 581 523 114 231 1553 209 314 1496 1436 222 1377 1308 152 153 243 119
internal_count=2947 655 2292 541 2196 319 643 581 523 114 231 1553 209 314 1496 1436 222 1377 1308 152 153 243 119
is_linear=0
shrinkage=0.0032998


Tree=7789
num_leaves=24
num_cat=0
split_feature=1 1 4 52 40 1 1 124 4 11 13 40 47 1375 51 4 1 50 51 51 133 4 133
split_gain=18.8184 3.02954 1.60397 1.4255 1.17021 0.955599 0.851202 0.709755 0.604376 0.559635 0.474611 0.407662 0.370528 0.370253 0.264376 0.361675 0.24555 0.229304 0.22359 0.221415 0.190865 0.170096 0.163588
threshold=0.10529500000000001 0.13546500000000003 0.043640000000000005 -0.40011499999999994 -0.034699999999999988 0.15390500000000004 0.083670000000000008 -0.074959999999999985 0.41939500000000002 1.0000000180025095e-35 0.084770000000000026 -0.025204999999999995 0.082465000000000024 -0.092979999999999993 1.0000000180025095e-35 -0.111135 0.11104500000000002 0.11684000000000001 -0.085384999999999989 0.093530000000000016 0.096205000000000013 0.065755000000000008 -0.0043399999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 -1 11 20 -5 12 13 -11 -3 16 -6 15 -15 -9 19 -17 -16 21 -4 -23
right_child=1 5 6 7 9 -7 -8 8 -10 10 -12 -13 -14 14 17 18 -18 -19 -20 -21 -22 22 -24
leaf_value=0.00099950037745046927 0.0013302878263021015 0.00030976745863664257 0.001143801456526414 0.00055043476992677168 0.0011254322169215304 2.9060895527731319e-05 0.00086856614461846703 0.00068022328627499675 0.00062486209504970043 0.0017835118894211114 0.0013764618949197785 0.00068543936589331199 0.0011217132548099987 0.0012310623529055253 0.0012366144526242059 0.0015613822009356822 0.00096479034553723097 0.0011063191196499227 0.0014222837383420163 0.0014760126060627456 0.0010942176089318272 0.0012460302936621449 0.0014913751629183562
leaf_weight=78 64 53 52 96 54 59 88 56 79 80 53 79 94 102 86 147 85 53 1209 89 66 60 65
leaf_count=78 64 53 52 96 54 59 88 56 79 80 53 79 94 102 86 147 85 53 1209 89 66 60 65
internal_value=0 0.000729998 0.00136094 0.000871437 0.00139706 0.000378809 0.00114795 0.000799726 0.00087583 0.0014136 0.00162157 0.000534868 0.000960048 0.00139768 0.00140638 0.00142298 0.000852021 0.00130008 0.00143739 0.00135857 0.00124898 0.00130649 0.00137389
internal_weight=0 665 2282 474 1951 191 331 410 314 1873 133 132 235 1740 1686 1458 141 228 1356 175 243 177 125
internal_count=2947 665 2282 474 1951 191 331 410 314 1873 133 132 235 1740 1686 1458 141 228 1356 175 243 177 125
is_linear=0
shrinkage=0.0032998


Tree=7790
num_leaves=16
num_cat=0
split_feature=3 9 3 42 150 151 394 1213 42 483 14 4 0 4 42
split_gain=0.291676 0.151197 0.129168 0.247005 0.103697 0.131066 0.0932794 0.144488 0.116429 0.115091 0.0884932 0.102302 0.0744956 0.0739682 0.0272878
threshold=0.3148450000000001 -1.0000000180025095e-35 -0.084604999999999986 0.090175000000000019 0.11118500000000002 0.025200000000000004 -0.081709999999999991 -0.081269999999999995 0.085695000000000007 0.083960000000000021 -1.0000000180025095e-35 0.31392000000000003 -0.14164999999999997 -0.052959999999999993 -0.086319999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 10 -3 14 9 -9 -4 12 -12 -5 -8
right_child=-2 2 4 13 -6 -7 7 8 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.00030996437842834495 -0.0025836495686001582 0.0015391553584020307 0.013783818584345811 0.0025110762047006589 0.013675773008640309 -0.00029590766552502077 0.0040047981267923799 0.0066312477320185888 0.014547610948834035 0.014843169265436018 0.0122796954633122 0.0011328550057173557 0.0076995202399481434 -0.0060877283269520476 -0.0014309675541987344
leaf_weight=78 93 94 73 57 89 55 52 604 70 53 110 64 1393 56 52
leaf_count=78 93 94 73 57 89 55 52 604 70 53 110 64 1393 56 52
internal_value=0 0.00697704 0.00717909 0.00568056 0.00804999 0.00775353 0.00658833 0.00715731 0.00799709 0.00729644 0.00802458 0.00775513 0.00803592 -0.00173438 0.00126964
internal_weight=0 2900 2822 1038 1784 1695 925 831 727 657 1640 1567 1503 113 104
internal_count=2993 2900 2822 1038 1784 1695 925 831 727 657 1640 1567 1503 113 104
is_linear=0
shrinkage=0.16829


Tree=7791
num_leaves=13
num_cat=0
split_feature=3 14 3 41 3 3 9 150 4 14 1453 147
split_gain=0.201915 0.118846 0.188845 0.255432 0.115688 0.195211 0.112105 0.113511 0.0963406 0.0763424 0.0668389 0.0699983
threshold=0.3148450000000001 0.073890000000000011 -0.115685 0.079395000000000007 -0.14186499999999996 -0.22004999999999997 -1.0000000180025095e-35 0.11183500000000002 -0.49269499999999994 -1.0000000180025095e-35 -0.075794999999999987 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -4 9 -1 -8 -11 -12
right_child=-2 -3 6 -5 -6 -7 7 -9 -10 10 11 -13
leaf_value=0.007369870456453393 -0.0021488477741218198 0.011521240047647019 -0.00051510861899759213 -0.0092128225983792531 -0.0027057983162420123 0.014671979715203717 0.011213295945431523 0.011905736104195054 -0.0024139572836274206 0.00096352315118497414 0.0061872434727744908 0.0010577830936687302
leaf_weight=54 93 100 71 52 56 52 78 97 60 78 2123 79
leaf_count=54 93 100 71 52 56 52 78 97 60 78 2123 79
internal_value=0 0.0058035 0.00559866 0.00139377 0.00388629 0.00612096 0.00605406 0.00624477 0.00220473 0.00601114 0.00583238 0.00600403
internal_weight=0 2900 2800 274 222 166 2526 2455 114 2358 2280 2202
internal_count=2993 2900 2800 274 222 166 2526 2455 114 2358 2280 2202
is_linear=0
shrinkage=0.16829


Tree=7792
num_leaves=26
num_cat=0
split_feature=2 481 52 16 13 13 52 13 3 133 133 124 16 3 52 3 13 4 39 4 16 16 4 4 160
split_gain=0.163138 0.119321 0.108037 0.173573 0.40123 0.257975 0.131561 0.181476 0.225411 0.128223 0.147622 0.118821 0.126837 0.10264 0.0683586 0.107324 0.0670793 0.112621 0.062025 0.0559132 0.0522089 0.045984 0.0410113 0.0290059 0.0271521
threshold=0.25063000000000007 0.063455000000000011 -0.0067399999999999986 -0.047754999999999999 -0.057284999999999996 0.0024700000000000004 0.087580000000000005 -0.09330999999999999 -0.079774999999999985 -0.14212499999999997 -0.0054649999999999985 -0.082899999999999988 -0.092484999999999984 -0.084794999999999995 0.089575000000000016 -0.084014999999999992 0.0024700000000000004 -0.084384999999999988 0.08481000000000001 -0.018069999999999996 -0.074904999999999985 -0.073554999999999995 -0.014854999999999998 -0.077789999999999984 -0.072489999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 6 13 -6 7 8 -4 -1 19 -12 -13 -5 -8 23 20 -18 -14 -11 -9 -17 24 -16 -15
right_child=-2 -3 3 4 5 -7 14 16 -10 10 11 12 18 22 15 21 17 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.01403835656966863 -0.003976781163618142 0.011732959579699774 -0.0095223258425335636 -0.0012429177665844861 -0.013148402972961172 0.001269364398240535 0.011461307629260571 0.0058974531214459032 0.0041081018285724514 0.0034604881178689202 -0.0004037117475555272 0.014578750882039025 0.0058022879961653877 0.011754425093926317 -0.00099285715588560497 0.0086234648087354857 0.0068287756095206237 -0.0030310661576507143 0.011641109824669801 -0.0043028445500668663 0.0015083011033438396 0.0039490854017573069 0.0035648478807616467 0.0042901545943780945 0.0062536736739143848
leaf_weight=53 61 69 64 56 76 65 76 501 74 52 71 55 765 54 60 254 56 79 56 53 92 80 62 57 52
leaf_count=53 61 69 64 56 76 65 76 501 74 52 71 55 765 54 60 254 56 79 56 53 92 80 62 57 52
internal_value=0 0.00480051 0.00463281 0.00381034 0.000538011 -0.00648917 0.00466649 0.0033865 -0.00220024 0.00593968 0.00552995 0.00619389 0.00673068 0.00496939 0.00676643 0.00597129 0.004448 0.00104563 0.00620274 -0.000441036 0.00521954 0.00750923 0.00705086 0.00156556 0.00907289
internal_weight=0 2932 2863 1758 365 141 1393 866 138 1105 1052 947 876 224 527 451 728 135 821 105 593 334 168 117 106
internal_count=2993 2932 2863 1758 365 141 1393 866 138 1105 1052 947 876 224 527 451 728 135 821 105 593 334 168 117 106
is_linear=0
shrinkage=0.16829


Tree=7793
num_leaves=21
num_cat=0
split_feature=0 1374 13 159 159 0 0 0 0 16 2 13 16 158 1204 0 160 160 0 0
split_gain=0.122412 0.115426 0.113474 0.0780102 0.163249 0.0963694 0.170817 0.170444 0.108577 0.122408 0.0715726 0.0623841 0.152747 0.0547435 0.0531554 0.0468329 0.0424021 0.0388179 0.0386288 0.024678
threshold=0.15628500000000004 0.086000000000000007 0.26379000000000002 0.08512500000000002 0.096860000000000016 -0.097224999999999992 -0.14164999999999997 -0.11825999999999999 1.0000000180025095e-35 1.0000000180025095e-35 0.11891500000000001 -0.15122999999999998 -0.0092499999999999978 0.10312500000000001 -0.084344999999999989 -0.081604999999999997 -0.078324999999999992 -0.062634999999999982 -0.10726999999999999 0.12366000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 16 6 11 -8 13 -10 15 -1 -13 14 -7 -6 -5 -17 -9 -11
right_child=-2 -3 -4 4 10 8 7 18 9 19 -12 12 -14 -15 -16 17 -18 -19 -20 -21
leaf_value=0.0091394225027365758 -0.0040792976315620916 0.01015187735800616 0.010281082805248811 0.01417656808105045 0.0024268040664373169 -0.00014114846853311818 -0.010776817054116376 -0.0034029391559883791 -0.0066500585680766599 0.0048806175545839563 -0.0010601620399576166 0.0051550523066080118 -0.0051808438701698937 -0.00087377263892187557 0.0046060703229876048 0.00441201898703326 0.0078677561098941008 0.010731874438524238 0.0020905061806611304 4.6867407016235416e-05
leaf_weight=53 54 84 75 59 101 69 52 54 56 71 71 170 53 57 1572 59 66 54 110 53
leaf_count=53 54 84 75 59 101 69 52 54 56 71 71 170 53 57 1572 59 66 54 110 53
internal_value=0 0.00399045 0.00380854 0.00363328 0.00578231 0.00326075 0.00115888 -0.00238054 0.00381044 -0.000110013 0.00354899 0.00393538 0.00269048 0.00422709 0.00440537 0.00508659 0.0108599 0.00744803 0.000270734 0.00282907
internal_weight=0 2939 2855 2780 410 2370 492 216 1878 180 285 276 223 1698 1641 214 125 113 164 124
internal_count=2993 2939 2855 2780 410 2370 492 216 1878 180 285 276 223 1698 1641 214 125 113 164 124
is_linear=0
shrinkage=0.16829


Tree=7794
num_leaves=30
num_cat=0
split_feature=1 1 155 4 0 2 2 3 14 0 48 4 1 15 0 160 160 1 133 133 15 160 160 0 3 13 3 394 48
split_gain=16.3212 4.24173 1.53041 1.48828 1.4688 0.80435 0.731045 0.703475 0.408373 0.522292 0.476728 0.404434 0.402463 0.379331 0.340217 0.21479 0.194045 0.155447 0.147248 0.265674 0.202209 0.165815 0.134985 0.117461 0.115299 0.13798 0.103016 0.100786 0.0884515
threshold=0.10398500000000001 0.13074500000000003 0.092900000000000024 0.31392000000000003 0.14054500000000003 0.093320000000000014 0.10605000000000002 -0.022704999999999996 0.076450000000000004 -0.098429999999999976 0.081520000000000023 0.51734000000000002 0.095920000000000019 -0.10192499999999999 -0.079119999999999982 -0.52850499999999989 0.019875 0.11584000000000001 0.077945 0.096875000000000017 0.09172000000000001 -0.076029999999999986 0.10323500000000001 -0.14606999999999998 -0.088734999999999994 -0.0090849999999999976 -0.070724999999999996 0.0033950000000000004 0.085130000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 -3 5 8 7 17 9 10 -1 -5 16 23 15 -11 18 -2 21 -20 -21 -7 -18 -8 -16 -26 -23 -17 -15
right_child=1 3 -4 11 -6 12 13 -9 -10 14 -12 -13 -14 28 24 27 22 -19 19 20 -22 26 -24 -25 25 -27 -28 -29 -30
leaf_value=0.0010651930255075775 0.0013020497131539369 0.00074171670323621114 0.001438145685583944 0.00033158976160012127 0.00085130661281729184 0.0010562873444730581 0.00076799154709660401 0.00076176746131645541 0.0016562485961244594 0.00122873722522373 0.00143009135024754 -3.0989822384241229e-05 0.0010550796850978381 0.00050900816861390694 0.0012026139304811326 0.0014587968773001731 0.0015083156519933871 0.0010505021094488125 0.0015067325744822985 0.0011038906484147457 0.0013767512176135525 0.0013542762837946518 0.0012879707608445484 0.0009940364227388203 0.001303226654982228 0.0015056364034042682 0.0011868511031673792 0.0013083223741750041 0.00070117981027924964
leaf_weight=97 61 80 60 77 63 62 52 69 68 52 67 59 88 56 82 983 73 52 65 61 62 76 58 53 156 52 100 56 53
leaf_count=97 61 80 60 77 63 62 52 69 68 52 67 59 88 56 82 983 73 52 65 61 62 76 58 53 156 52 100 56 53
internal_value=0 0.000765642 0.000946129 0.000384451 0.00134976 0.00136365 0.000871492 0.00102573 0.00140323 0.00139207 0.00121448 0.000174035 0.00126461 0.00074015 0.00141314 0.00144017 0.00129765 0.00118661 0.0012627 0.00133353 0.00124172 0.0012066 0.00141103 0.000882426 0.00131131 0.001354 0.00125935 0.00145072 0.000602773
internal_weight=0 672 456 216 2321 2258 396 182 1613 1545 164 136 645 214 1381 1091 557 113 426 188 123 238 131 105 290 208 176 1039 109
internal_count=2993 672 456 216 2321 2258 396 182 1613 1545 164 136 645 214 1381 1091 557 113 426 188 123 238 131 105 290 208 176 1039 109
is_linear=0
shrinkage=0.0032998


Tree=7795
num_leaves=24
num_cat=0
split_feature=4 40 2 150 4 14 15 51 4 4 43 52 52 52 52 131 131 51 4 52 15 43 4
split_gain=8.90703 2.44953 1.29807 1.039 0.611696 0.500259 0.548997 0.483927 0.416874 0.382273 0.345906 0.269868 0.43612 0.269034 0.352425 0.255834 0.28604 0.22657 0.205526 0.153938 0.124441 0.201775 0.123501
threshold=0.31392000000000003 -0.034699999999999988 0.10060500000000001 0.082085000000000019 0.043640000000000005 -0.46025499999999991 -0.26361999999999991 -0.09522499999999999 -0.40515499999999993 -0.14345499999999997 -0.073079999999999992 0.024870000000000003 -0.25811499999999993 -0.031059999999999997 -0.085254999999999984 0.021890000000000003 0.089415000000000008 -1.0000000180025095e-35 -0.082199999999999981 0.037045000000000002 0.10841500000000003 -0.00080499999999999983 0.036605000000000006
decision_type=2 2 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 7 8 -2 10 22 -3 -10 -7 12 -9 14 -1 18 -17 -6 -11 -19 21 -13 -4
right_child=5 2 3 -5 17 6 -8 11 9 15 -12 20 -14 -15 -16 16 -18 19 -20 -21 -22 -23 -24
leaf_value=0.00067812577640845838 0.00065743005516192665 0.0012903686182499693 0.0011838486578869872 0.0004365761934399419 0.00068028372479666426 -1.4954698773903609e-05 0.00051195662340381548 0.00096293677712639607 0.00079988124827875976 0.0011151036420704017 0.00031079433566130938 0.0010022947875241172 0.00058922501544230062 0.00077936119652613608 0.00031747567009511113 0.0013743346369811417 0.0011009967736412003 0.00084670937369383148 0.0010169243333030514 0.0010796084481502742 0.0010411760152920391 0.00070764299360253767 0.00096468539789958726
leaf_weight=68 57 84 67 58 54 56 94 56 65 315 96 52 89 70 53 52 241 84 1004 52 68 52 53
leaf_count=68 57 84 67 58 54 56 94 56 65 315 96 52 89 70 53 52 241 84 1004 52 68 52 53
internal_value=0 0.000975901 0.00100403 0.00085272 0.0010424 0.000378322 0.000313507 0.000907871 0.00106168 0.0010502 0.00019055 0.000839821 0.000733798 0.000615521 0.000520446 0.00106027 0.00114963 0.000863521 0.0010404 0.000936018 0.000928995 0.000855308 0.00108735
internal_weight=0 2637 2446 495 1951 303 246 437 1761 1677 152 317 145 191 121 1612 293 190 1319 136 172 104 120
internal_count=2940 2637 2446 495 1951 303 246 437 1761 1677 152 317 145 191 121 1612 293 190 1319 136 172 104 120
is_linear=0
shrinkage=0.0032998


Tree=7796
num_leaves=18
num_cat=0
split_feature=1 15 150 133 12 2 48 484 48 51 4 4 42 484 15 12 1
split_gain=0.313213 0.133057 0.138104 0.120425 0.148853 0.110205 0.113112 0.109346 0.112988 0.187553 0.0923741 0.0974884 0.0891406 0.123172 0.076866 0.0642116 0.0511359
threshold=0.14860500000000001 0.11635000000000001 0.12302 0.087285000000000015 0.094675000000000023 0.11466000000000001 0.10971000000000002 -0.032114999999999998 0.093225000000000016 0.092720000000000011 0.31392000000000003 0.062600000000000017 0.084855000000000014 -0.081534999999999982 -0.065419999999999992 0.084065000000000015 0.118385
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 12 9 -9 11 14 15 -14 -7 -1 -12
right_child=-2 3 -4 -5 -6 10 -8 8 -10 -11 16 -13 13 -15 -16 -17 -18
leaf_value=0.014902139069979845 -0.0059054120495144443 0.019376266333154805 -0.0030755884243063732 0.0032375230874458812 0.0071779142752867618 0.0054868899515662563 0.013033931143572196 0.0046763646127013095 -0.00085231704617511918 0.011392740855459405 -0.0051215811316411061 0.010726990554925625 0.0023091881070904301 0.011739741285944034 -0.0028514126728516409 0.0081677851263185323 0.0015691792342988147
leaf_weight=68 73 54 59 54 61 78 56 1698 93 127 55 53 119 59 52 103 78
leaf_count=68 73 54 59 54 61 78 56 1698 93 127 55 53 119 59 52 103 78
internal_value=0 0.00524622 0.00495794 0.00983781 0.0129215 0.00513822 0.00553983 0.00535392 0.00485301 0.00514474 0.0021802 0.00463516 0.00810159 0.00544514 0.00213775 0.0108563 -0.00118417
internal_weight=0 2867 2698 169 115 2639 2323 2267 1918 1825 316 183 349 178 130 171 133
internal_count=2940 2867 2698 169 115 2639 2323 2267 1918 1825 316 183 349 178 130 171 133
is_linear=0
shrinkage=0.16829


Tree=7797
num_leaves=9
num_cat=0
split_feature=10 3 3 2 30 48 149 43
split_gain=0.162017 0.132697 0.135122 0.0906422 0.0863841 0.111825 0.0957113 0.124973
threshold=-0.36237499999999995 0.28833000000000003 0.12955000000000003 0.13501500000000002 0.086220000000000019 0.11741000000000001 0.079475000000000004 -0.46052499999999996
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 6 7 -2
right_child=1 -3 -4 -5 -6 -7 -8 -9
leaf_value=-0.005071610521578754 -0.0019084361655507791 -0.001646039821778342 0.012437281655805229 -0.00074424284214158216 -0.0019854690605296166 0.011694178760694866 0.011525178869859366 0.0045715712236342691
leaf_weight=53 87 102 60 95 56 63 54 2370
leaf_count=53 87 102 60 95 56 63 54 2370
internal_value=0 0.00430285 0.00452138 0.00434642 0.00453099 0.00467346 0.00449659 0.00434139
internal_weight=0 2887 2785 2725 2630 2574 2511 2457
internal_count=2940 2887 2785 2725 2630 2574 2511 2457
is_linear=0
shrinkage=0.16829


Tree=7798
num_leaves=11
num_cat=0
split_feature=10 15 10 2 48 1375 48 47 15 2
split_gain=0.112144 0.107884 0.200491 0.100711 0.0820131 0.073314 0.0940602 0.0799052 0.0530405 0.057492
threshold=-0.36237499999999995 -0.26361999999999991 -0.010054999999999998 -0.007134999999999999 -0.075674999999999978 -0.091584999999999986 0.13765500000000006 0.11452000000000002 -0.43587999999999999 0.10233000000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 8 -3 -4 -5 -6 7 -7 9 -2
right_child=1 2 3 4 5 6 -8 -9 -10 -11
leaf_value=-0.0042181103563065248 -0.0022732854052227598 0.014122066275061077 -0.0024936503640999599 0.008544209233482895 -0.0015270429138995131 0.0038593233589102952 0.010896205380878925 -0.00079419262424404121 -0.0043066098909054331 0.0045371880359923664
leaf_weight=53 61 53 73 101 75 2220 52 109 61 82
leaf_count=53 61 53 73 101 75 2220 52 109 61 82
internal_value=0 0.00357862 0.00386232 0.00365488 0.00383112 0.00363657 0.00379997 0.00364076 -0.000143746 0.00161946
internal_weight=0 2887 2683 2630 2557 2456 2381 2329 204 143
internal_count=2940 2887 2683 2630 2557 2456 2381 2329 204 143
is_linear=0
shrinkage=0.16829


Tree=7799
num_leaves=27
num_cat=0
split_feature=1 52 2 2 52 9 2 15 2 2 51 15 2 13 1 2 43 49 481 13 52 50 16 133 2 43
split_gain=15.3432 2.70885 1.42497 0.855083 0.761279 0.55939 0.530524 0.413259 0.763815 0.246091 0.18449 0.285394 0.235276 0.1824 0.142946 0.13979 0.19668 0.110248 0.094602 0.0946987 0.0944228 0.0925087 0.315303 0.13069 0.0528197 0.0663926
threshold=0.10398500000000001 -0.41694999999999993 0.16730000000000003 0.098655000000000007 0.20131000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.21242999999999998 0.09036000000000001 0.12414000000000001 -1.0000000180025095e-35 0.062230000000000008 0.10745500000000001 -1.0000000180025095e-35 0.12040000000000002 0.093320000000000014 -0.083349999999999994 0.090085000000000012 -0.094284999999999994 -0.11279499999999999 0.024870000000000003 0.077920000000000003 -0.095724999999999991 0.087950000000000014 0.096860000000000016 -0.0011349999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 -3 -1 14 -9 10 17 12 20 -10 -7 18 -17 -5 -8 -20 -12 22 -21 -23 25 -18
right_child=1 2 -4 9 -6 7 15 8 13 -11 11 -13 -14 -15 -16 16 24 -19 19 21 -22 23 -24 -25 -26 -27
leaf_value=0.0013335295799075948 0.0016334666495723277 0.00066934129759514747 0.00047347486087106366 0.0016963074860180125 0.0013583735691915847 0.00098069735258971501 0.0017728152181963038 0.001344620865933379 0.00084940239788023361 0.0012636039463785147 0.0013608026250675228 0.0016048994195288799 0.0011725481244039245 0.001072068683281874 0.00076069902348940496 0.0017027337067968132 0.0015207550863843232 0.0014792139785767186 0.0017688728792879509 0.0014439410990401138 0.001543607694852251 0.0017157789199945836 0.0016248808650300005 0.0015746206634042104 0.0015684194438999172 0.0013452040580256106
leaf_weight=75 66 70 67 60 54 55 55 78 94 70 83 77 53 74 85 61 52 52 54 122 57 236 966 115 54 55
leaf_count=75 66 70 67 60 54 55 55 78 94 70 83 77 53 74 85 61 52 52 54 122 57 236 966 115 54 55
internal_value=0 0.000999494 0.000926916 0.00157635 0.000986417 0.000942292 0.00160803 0.0009917 0.00107369 0.00144694 0.00148044 0.00143245 0.00136346 0.000947691 0.000847379 0.00161964 0.00153934 0.00159583 0.00163114 0.00162589 0.00143548 0.0016205 0.00160462 0.00166963 0.00147721 0.00143085
internal_weight=0 643 577 2297 510 456 1845 386 246 452 382 270 193 168 140 1770 222 112 1548 1493 140 1439 1088 351 161 107
internal_count=2940 643 577 2297 510 456 1845 386 246 452 382 270 193 168 140 1770 222 112 1548 1493 140 1439 1088 351 161 107
is_linear=0
shrinkage=0.0032998


Tree=7800
num_leaves=11
num_cat=0
split_feature=48 9 48 48 160 0 0 151 15 48
split_gain=0.152119 0.115902 0.104583 0.12566 0.139376 0.0986392 0.0971354 0.0894181 0.104538 0.0810109
threshold=0.13661500000000001 0.093040000000000012 0.11521500000000003 0.093225000000000016 -0.54913999999999985 -0.076734999999999984 0.12469500000000001 -0.23315499999999997 0.021950000000000001 0.10126
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 7 -6 -9 -5
right_child=-2 -3 -4 5 6 -7 -8 8 -10 -11
leaf_value=0.012975243502289249 -0.0033825741898968861 -0.003123821797419725 0.011288880586530714 0.0075765687803931135 0.011491302663933566 -0.0055531750813501085 0.010577703796443743 0.0034175825331604626 0.0056451577377390578 -0.00073975895389042235
leaf_weight=60 68 53 69 59 52 55 79 1340 1086 75
leaf_count=60 68 53 69 59 52 55 79 1340 1086 75
internal_value=0 0.00465395 0.00479796 0.00463771 0.00494042 0.000436602 0.00475118 0.00456471 0.0044155 0.0029085
internal_weight=0 2928 2875 2806 2617 189 2557 2478 2426 134
internal_count=2996 2928 2875 2806 2617 189 2557 2478 2426 134
is_linear=0
shrinkage=0.16829


Tree=7801
num_leaves=16
num_cat=0
split_feature=150 0 13 16 14 12 16 12 123 1209 12 12 42 14 48
split_gain=0.146107 0.132277 0.131017 0.212127 0.15141 0.15368 0.115369 0.114229 0.121511 0.0964484 0.0979468 0.105427 0.0933889 0.0812148 0.057673
threshold=0.11717500000000002 -0.10114999999999998 0.098240000000000008 0.16703000000000004 0.064610000000000015 -0.22686499999999998 -0.082469999999999974 -0.082039999999999988 0.084280000000000008 -0.084394999999999984 0.098085000000000019 0.11498000000000001 -0.042674999999999991 -0.13131999999999996 0.086895000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 6 5 -1 -4 8 -7 -9 13 -12 -8 -11 -10
right_child=1 -3 3 -5 -6 7 12 9 14 10 11 -13 -14 -15 -16
leaf_value=0.012722030159955291 -0.0084777602119973684 0.0034551155127321852 -0.0012202454204461323 -0.0075639866264642242 0.011261560816113507 -0.0049253439615265116 0.0020263425209505427 -0.0028077309860052874 0.0076735504515452347 0.010393991074519066 -0.00052764412850177505 0.0058626456214287406 0.011971887444496314 0.0046105664029012072 -4.5750377971398294e-05
leaf_weight=57 52 53 90 70 86 83 55 54 52 72 213 111 53 1838 57
leaf_count=57 52 53 90 70 86 83 55 54 52 72 213 111 53 1838 57
internal_value=0 -0.00243739 0.00394295 0.000391273 0.00430515 0.00406863 0.00321281 0.00386901 -6.4514e-05 0.00419988 0.00437008 0.00165608 0.00692366 0.00482952 0.00362037
internal_weight=0 105 2891 268 2623 2537 198 2480 192 2288 2234 324 108 1910 109
internal_count=2996 105 2891 268 2623 2537 198 2480 192 2288 2234 324 108 1910 109
is_linear=0
shrinkage=0.16829


Tree=7802
num_leaves=20
num_cat=0
split_feature=4 1455 3 12 39 4 12 12 4 4 51 0 12 447 13 133 3 12 4
split_gain=0.0986574 0.193065 0.160252 0.199472 0.127531 0.0818245 0.156589 0.102689 0.0783656 0.0774137 0.157382 0.128301 0.0752272 0.0745289 0.0677179 0.0804285 0.093081 0.0910519 0.0583998
threshold=0.0060300000000000015 0.0093900000000000008 -0.14884499999999998 -0.10468499999999999 0.093640000000000015 0.066300000000000012 0.098785000000000012 0.084450000000000011 0.043640000000000005 -0.46195999999999998 -0.055414999999999992 0.044695000000000006 -0.078454999999999983 0.083310000000000009 -0.16392499999999996 0.086100000000000024 -0.096599999999999991 0.10641500000000001 0.25367000000000006
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 9 7 12 -5 -9 10 -1 13 -7 14 -11 16 -16 -17 -14
right_child=1 -3 3 5 -6 6 -8 8 -10 11 -12 -13 18 -15 15 17 -18 -19 -20
leaf_value=0.0021889199979345689 0.0082079637818203363 0.011273721227630979 0.008044986564621796 -0.0092665120148753173 -0.0045223271521180608 -0.002730271970874928 -0.0057763075869453314 0.0035190752965122145 -0.0048662802191525908 -0.002210512585277772 0.012583352537880965 -0.0041827431674031218 0.0064709846243370117 0.0095009654326703632 0.0003061662543252029 0.0015457512060746673 0.0051452868800663677 0.0088690378710710501 0.0013515104093702484
leaf_weight=83 76 54 79 65 52 74 93 58 69 54 83 58 103 64 127 536 1049 53 166
leaf_count=83 76 54 79 65 52 74 93 58 69 54 83 58 103 64 127 536 1049 53 166
internal_value=0 0.00153832 0.000864616 7.26909e-05 0.0036949 -0.000927333 0.000343644 -0.00382287 -0.0010226 0.00389855 0.00739696 0.00359843 0.00200823 0.00383906 0.00363887 0.00381884 0.00462422 0.00220777 0.00331843
internal_weight=0 837 783 707 2159 628 436 192 127 2107 166 1941 343 1883 1819 1765 1176 589 269
internal_count=2996 837 783 707 2159 628 436 192 127 2107 166 1941 343 1883 1819 1765 1176 589 269
is_linear=0
shrinkage=0.16829


Tree=7803
num_leaves=21
num_cat=0
split_feature=2 13 0 3 159 1208 131 0 0 160 42 130 13 51 2 3 51 42 3 11
split_gain=0.098713 0.11555 0.0972885 0.085538 0.0740837 0.0780032 0.0665029 0.0737516 0.119929 0.119799 0.0817249 0.0550893 0.0628342 0.149485 0.138511 0.158491 0.111706 0.0995158 0.0404536 0.0373923
threshold=0.10060500000000001 0.19761500000000001 -0.037444999999999992 0.10402500000000002 -0.46979999999999994 0.097375000000000003 0.077860000000000013 -0.22163999999999998 -0.14164999999999997 0.0012900000000000001 0.090535000000000018 0.11293500000000001 -0.0005399999999999999 -0.095799999999999982 0.095105000000000009 -0.13827999999999999 -0.085489999999999997 0.090385000000000007 -0.049739999999999993 0.082245000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 -1 11 7 -2 -9 10 -10 12 13 17 15 -14 -15 -6 19 -4
right_child=1 -3 18 -5 5 -7 -8 8 9 -11 -12 -13 14 16 -16 -17 -18 -19 -20 -21
leaf_value=-0.0029012490982076862 -0.0043798792894324994 -0.0062997288554188938 9.1278055079393509e-05 -0.0029252814114559458 -0.0080078685359228977 -0.0024483811577390574 -0.0041603584551773371 0.0075700851650597964 -0.0032434200557500776 0.0065881457456451707 0.0022709035947398484 -0.0013507383589730878 -0.0031367999518397919 0.011446261880627797 0.012959120985886743 0.0058320946797491792 0.0034736608211746044 0.0020731672268570808 0.0088754192308476681 0.0063884689294268215
leaf_weight=52 59 57 54 63 52 60 74 87 174 77 135 59 66 52 62 353 1291 59 56 54
leaf_count=52 59 57 54 63 52 60 74 87 174 77 135 59 66 52 62 353 1291 59 56 54
internal_value=0 0.0010054 0.0015485 0.00316986 0.00335305 0.00351226 0.000561098 0.00122122 0.00192367 0.000646384 -0.000828435 0.00369252 0.00384722 0.00329258 0.0055201 0.00441505 0.00378369 -0.00263329 0.00518612 0.00325651
internal_weight=0 827 770 2169 2106 2054 606 532 473 386 309 1994 1935 1454 481 419 1343 111 164 108
internal_count=2996 827 770 2169 2106 2054 606 532 473 386 309 1994 1935 1454 481 419 1343 111 164 108
is_linear=0
shrinkage=0.16829


Tree=7804
num_leaves=26
num_cat=0
split_feature=1 2 15 2 47 14 0 14 48 15 1456 0 16 1446 43 2 49 2 1455 15 160 51 133 1 43
split_gain=9.97064 2.16331 1.18266 0.938906 0.938293 0.885679 0.592322 0.429684 0.388597 0.305013 0.234726 0.263603 0.236721 0.23024 0.217111 0.299264 0.209864 0.200441 0.17149 0.142157 0.177384 0.115183 0.167313 0.101813 0.0694875
threshold=0.099765000000000006 0.12026500000000001 -0.083029999999999979 0.10060500000000001 0.080075000000000021 0.073890000000000011 -0.11167499999999998 -1.0000000180025095e-35 -0.07607499999999999 -0.46483499999999994 -0.070654999999999982 -0.12368999999999998 0.25032500000000008 0.091520000000000018 -0.072364999999999985 0.14492000000000002 -0.0061499999999999992 0.13226500000000005 -0.078319999999999987 0.11244000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.024055000000000003 0.10696000000000001 -0.065749999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 9 8 -4 -3 -1 -2 18 -12 13 -13 -9 -16 -8 19 -10 20 21 -5 -23 -18 -25
right_child=1 7 6 17 -6 -7 16 14 10 -11 11 12 -14 -15 15 -17 23 -19 -20 -21 -22 22 -24 24 -26
leaf_value=0.00079740699485458355 0.00058316740872445727 0.00054589411365327549 0.00055719535675347173 0.00094470097570849884 0.00086816756492630169 0.001410896201586996 0.00076548051051916874 8.2589929692373181e-05 0.0010626916435087042 0.00029933911897835037 0.00088942491132078228 0.0010717624066220422 0.0009058754530583275 0.0012989937502923803 0.00051140684499975805 0.00015939752824625401 0.0011238428416445647 0.00070590821847227954 0.0013018185093269521 0.0010805891920789622 0.001032639758136877 0.00066924676965812876 0.00091814793799787893 0.00086659588838175993 0.0010359902834754943
leaf_weight=60 74 82 52 78 75 83 53 55 59 95 97 1319 93 52 54 52 57 53 81 57 77 69 54 60 55
leaf_count=60 74 82 52 78 75 83 53 55 59 95 97 1319 93 52 54 52 57 53 81 57 77 69 54 60 55
internal_value=0 0.000608483 0.000728464 0.00104536 0.000560552 0.0010765 0.000876245 0.000351095 0.00106072 0.000423827 0.00106999 0.00105819 0.00106934 0.00108041 0.000251662 0.000339055 0.000949824 0.00089727 0.0012013 0.00092744 0.000895912 0.000843359 0.000778807 0.00100642 0.000947917
internal_weight=0 764 521 2232 244 1844 277 243 1761 169 1701 1561 1464 1371 161 106 225 388 140 335 278 201 123 172 115
internal_count=2996 764 521 2232 244 1844 277 243 1761 169 1701 1561 1464 1371 161 106 225 388 140 335 278 201 123 172 115
is_linear=0
shrinkage=0.0032998


Tree=7805
num_leaves=18
num_cat=0
split_feature=132 2 13 12 52 52 1 0 12 43 4 131 0 31 4 394 13
split_gain=0.15366 0.127406 0.158461 0.0780371 0.076703 0.0911638 0.076491 0.277337 0.204694 0.133087 0.204536 0.127867 0.136675 0.0984268 0.116362 0.0548886 0.0248718
threshold=-0.41103999999999991 0.13501500000000002 -0.089024999999999979 1.0000000180025095e-35 0.51668500000000006 0.50673000000000001 0.083250000000000005 -0.13843999999999998 0.089085000000000011 -0.12118 -0.088484999999999994 0.08956500000000002 -0.082134999999999986 -0.079669999999999977 -0.17568999999999999 -0.0042249999999999987 -0.072634999999999991
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 7 -2 13 10 -9 12 -10 -8 -15 -11 -13
right_child=1 2 3 -5 -6 -7 8 9 11 15 -12 16 -14 14 -16 -17 -18
leaf_value=0.01143834118237216 0.012793219883965527 -0.0077426634975014006 0.0049232998918139212 -0.0031193255643039109 0.0075847218132515095 -0.0043737148282934181 0.0066798981990455648 -0.0090543101851922516 0.01153091853499489 0.0068252748631875424 0.0033275362006563469 -0.0031580927638458715 0.0038435921662237989 0.0054571152550808959 -0.0017505949535407239 0.0030880250994835589 0.0020152291757487722
leaf_weight=54 85 76 87 56 88 53 53 64 96 125 92 52 210 72 529 1095 53
leaf_count=54 85 76 87 56 88 53 53 64 96 125 92 52 210 72 529 1095 53
internal_value=0 0.00236807 -0.00152876 0.00176118 0.00268873 0.00252098 0.00266635 0.00345806 0.00157858 0.00288009 -0.00174068 0.00452191 0.00626117 -0.000268386 -0.000884119 0.00347241 -0.000529687
internal_weight=0 2886 219 143 2667 2579 2526 1461 1065 1376 156 411 306 654 601 1220 105
internal_count=2940 2886 219 143 2667 2579 2526 1461 1065 1376 156 411 306 654 601 1220 105
is_linear=0
shrinkage=0.16829


Tree=7806
num_leaves=24
num_cat=0
split_feature=1 12 2 12 49 0 1 12 1 2 4 151 4 4 4 1 12 2 51 49 42 0 1
split_gain=7.52551 1.79838 1.01174 0.813534 0.730469 0.567434 0.52619 0.492137 0.424001 0.359494 0.335295 0.308308 0.30473 0.264815 0.229578 0.189086 0.176837 0.160632 0.140728 0.122562 0.116053 0.0933457 0.0589782
threshold=0.10509 -0.0089849999999999982 0.11504500000000002 0.056995000000000011 0.082820000000000019 -0.14920999999999998 0.087225000000000011 0.11819000000000002 0.13662500000000002 0.14744000000000002 0.082475000000000007 -0.0068399999999999989 0.51395000000000002 -0.014854999999999998 0.022635000000000006 1.0000000180025095e-35 0.092475000000000016 0.090420000000000014 0.108005 -0.079769999999999994 0.092010000000000022 -0.083844999999999989 0.11706000000000001
decision_type=2 2 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 13 4 6 -5 15 14 22 10 -2 -8 -12 -3 18 -1 -15 -16 19 -7 -19 -21 -4
right_child=1 2 8 5 -6 7 11 -9 -10 -11 12 -13 -14 16 17 -17 -18 20 -20 21 -22 -23 -24
leaf_value=0.00064697054057689149 0.00010299148121022739 0.00089122503018889852 0.00043932991855358163 0.0011949139025798398 0.00097993932802801229 0.00076312575897487971 0.00033889593401897119 0.00059426169651876314 0.00018230132138769356 -3.3587721698864209e-06 0.00054927272226349593 0.00062776500376653284 0.00021072782309606962 0.00049470206072558046 0.00061226888843608687 0.00091431482658777571 0.00074478917660216414 0.00089452919932920595 0.00076208843348286664 0.00093791464706059443 0.00070330725990398702 0.00088244717670777251 0.00059655571361144741
leaf_weight=53 66 78 53 60 84 72 69 70 64 59 65 99 53 52 52 67 80 102 90 608 56 831 57
leaf_count=53 66 78 53 60 84 72 69 70 64 59 65 99 53 52 52 67 80 102 90 608 56 831 57
internal_value=0 0.000442577 0.000583216 0.000850286 0.000708433 0.000877454 0.000629121 0.000867309 0.000396701 0.000220188 0.000292061 0.000509332 0.000397513 0.000737589 0.000877844 0.000796531 0.000646537 0.000773979 0.000891446 0.000899127 0.000826977 0.000905908 0.000521122
internal_weight=0 627 384 2313 372 1941 288 1881 174 243 184 168 118 210 1811 120 132 210 1601 1511 158 1439 110
internal_count=2940 627 384 2313 372 1941 288 1881 174 243 184 168 118 210 1811 120 132 210 1601 1511 158 1439 110
is_linear=0
shrinkage=0.0032998


Tree=7807
num_leaves=25
num_cat=0
split_feature=2 10 43 2 16 15 151 52 147 15 15 159 52 12 16 12 2 52 12 16 160 52 52 12
split_gain=0.113379 0.115758 0.0988495 0.0981699 0.0728814 0.123534 0.13301 0.109636 0.097597 0.09385 0.12398 0.084202 0.112913 0.0642936 0.109395 0.172835 0.0772925 0.0893244 0.0728457 0.0633867 0.0550532 0.0333027 0.0528843 0.0508251
threshold=0.13501500000000002 -0.093904999999999988 0.50266500000000003 0.15205000000000002 -0.010264999999999998 0.11667000000000001 -0.15340499999999999 -0.016329999999999997 0.083685000000000009 -0.42075999999999997 -0.19153499999999998 0.089685000000000001 -0.081674999999999984 0.091495000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 0.10773000000000001 -0.049669999999999999 0.093315000000000023 -0.069169999999999995 -0.015684999999999994 -0.074359999999999996 0.49613000000000007 0.097345000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 19 5 6 -1 11 13 -9 -11 12 -8 14 15 -6 17 -16 -15 -3 -17 23 -23 -20
right_child=1 3 -4 -5 8 -7 7 9 -10 10 -12 -13 -14 18 16 20 -18 -19 21 -21 -22 22 -24 -25
leaf_value=0.010962408195863306 0.0054112196343454096 -0.0044973697622642727 0.0099513632910541872 -0.008869682997765924 -0.0079017032279726073 0.010743695714266394 0.0027726629918352142 -0.0023031444946805288 -0.0046324828565264924 0.010850180111835842 0.003445463751563529 0.0040762890595359398 -0.006989793287283318 -0.0049280440546168062 0.0044643038502942579 0.00087214378022609947 -0.00064400642783832306 0.011232724055701722 -0.00074898225664840699 0.0036258082260580103 0.0075306467454411743 -0.003778607540888984 0.0033069360645506516 0.0052239800223749201
leaf_weight=61 60 52 57 57 55 65 56 74 64 68 1179 71 83 61 235 111 57 73 64 57 52 68 53 107
leaf_count=61 60 52 57 57 55 65 56 74 64 68 1179 71 83 61 235 111 57 73 64 57 52 68 53 107
internal_value=0 -0.000912807 0.00300444 -0.00320942 0.00285473 0.00354047 0.00324524 0.00293658 0.00171667 0.0035046 0.00385069 -0.000627972 -0.00304379 0.00215272 0.00323842 0.000246825 0.00502025 0.00607434 0.000354531 -0.000232987 0.00300735 0.00146424 -0.000660174 0.00297798
internal_weight=0 226 2714 166 2657 1657 1592 1531 1000 1321 1247 210 139 936 583 218 365 308 353 109 163 292 121 171
internal_count=2940 226 2714 166 2657 1657 1592 1531 1000 1321 1247 210 139 936 583 218 365 308 353 109 163 292 121 171
is_linear=0
shrinkage=0.16829


Tree=7808
num_leaves=24
num_cat=0
split_feature=4 12 13 12 48 51 159 0 15 4 16 4 4 12 0 0 16 160 4 49 403 43 4
split_gain=11.1376 4.24283 2.54969 1.51377 0.957535 0.918816 0.688592 0.683275 0.626293 0.826238 0.64895 0.531629 1.26207 0.462418 0.353476 0.337188 0.453686 0.207997 0.1382 0.120148 0.113027 0.200906 0.0389377
threshold=0.31392000000000003 0.056995000000000011 -1.0000000180025095e-35 0.13642500000000005 0.091125000000000025 -0.093789999999999984 0.079875000000000015 -0.14867499999999997 -0.43091499999999999 0.51367000000000018 -0.53592999999999991 -0.15366499999999997 -0.0023699999999999997 0.090285000000000018 -0.10934999999999999 0.048825000000000007 0.0063750000000000013 -0.062634999999999982 0.00059000000000000014 -1.0000000180025095e-35 0.0055000000000000005 0.061900000000000004 -0.079374999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 6 -4 19 -3 9 -2 -10 -7 -13 14 -9 16 18 -18 -15 -1 21 -16 -22
right_child=8 3 5 -5 -6 11 -8 13 10 -11 -12 12 -14 15 20 -17 17 -19 -20 -21 22 -23 -24
leaf_value=0.0008293611800027173 0.00098504494697752333 0.0015869507158592731 0.0014008936117177551 0.00067975083695677322 0.00036448478432094986 0.0012682913065194677 0.00048089808635249693 0.0010284038105599508 0.00059065969500068656 0.00046749893559092402 0.0001732585185152819 0.00047066471007283802 0.001102734733119967 0.0012403403835104896 0.0012934939137771654 0.0013815588343380862 0.00089236021403125336 0.0011013301606680598 0.0011215644682768706 0.0010461366219565956 0.0014440485712573635 0.0010792660010998003 0.0013163684398957288
leaf_weight=58 53 61 84 54 83 56 52 59 73 93 92 52 103 436 781 82 73 201 152 59 73 53 57
leaf_count=58 53 61 84 54 83 56 52 59 73 93 92 52 103 436 781 82 73 201 152 59 73 53 57
internal_value=0 0.00115847 0.000899609 0.00122647 0.000655514 0.001108 0.000798238 0.00124101 0.000497905 0.000655617 0.00035814 0.000991237 0.000890913 0.00123026 0.00127926 0.00117712 0.00115764 0.00104578 0.0012097 0.000938976 0.00129458 0.00127992 0.00138834
internal_weight=0 2629 547 2082 252 295 169 2028 311 146 165 211 155 1967 1023 944 862 274 588 117 964 834 130
internal_count=2940 2629 547 2082 252 295 169 2028 311 146 165 211 155 1967 1023 944 862 274 588 117 964 834 130
is_linear=0
shrinkage=0.0032998


Tree=7809
num_leaves=18
num_cat=0
split_feature=4 2 39 3 2 2 2 13 43 2 15 15 0 3 0 4 16
split_gain=6.34279 2.23499 1.37449 0.888556 0.787488 0.486665 0.363455 0.359287 0.251314 0.261562 0.193063 0.266144 0.429296 0.39111 0.264038 0.23295 0.196888
threshold=0.31392000000000003 0.13388500000000003 0.055555000000000007 0.10766000000000002 0.14744000000000002 -0.0050599999999999994 0.098180000000000003 -0.065239999999999979 -0.049999999999999996 0.11504500000000002 -0.13513499999999998 -0.048914999999999993 -0.14104999999999998 -0.0024599999999999995 -0.095724999999999991 0.020110000000000006 -0.083144999999999983
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 -4 -7 -3 -2 -10 14 12 -12 16 -1 -14 -13
right_child=4 7 5 -5 -6 6 -8 -9 9 -11 11 13 15 -15 -16 -17 -18
leaf_value=0.0011472677070412205 0.00027703075758626937 0.0001821190807558572 0.00029438169550089426 0.0005393205713427802 7.7981916795119439e-07 0.00087751455766796283 0.00051802874212343304 0.00054351707783217959 0.0006346404785228752 0.00035734893472474081 0.00054618379272769013 0.0009423160440723107 0.00089371054223851443 0.0011074636546354883 0.00084836221451919458 0.00074606996659806767 0.00085566302308495289
leaf_weight=68 96 53 52 88 65 55 71 70 74 76 61 411 331 89 64 186 1030
leaf_count=68 96 53 52 88 65 55 71 70 74 76 61 411 331 89 64 186 1030
internal_value=0 0.000822887 0.000844215 0.000865612 0.000324351 0.000564167 0.000675227 0.000388079 0.000409705 0.000494381 0.000878415 0.000870621 0.000809645 0.000893634 0.00100261 0.000840662 0.000880403
internal_weight=0 2629 2506 2328 311 178 126 123 246 150 2240 2108 578 1530 132 517 1441
internal_count=2940 2629 2506 2328 311 178 126 123 246 150 2240 2108 578 1530 132 517 1441
is_linear=0
shrinkage=0.0032998


Tree=7810
num_leaves=23
num_cat=0
split_feature=4 11 43 13 403 4 159 4 52 43 1452 160 4 15 12 52 13 51 1211 4 4 52
split_gain=0.15946 0.252804 0.157327 0.141855 0.138723 0.12884 0.0951897 0.189635 0.0998148 0.0884578 0.0736658 0.0755296 0.0868073 0.0700263 0.115119 0.0861346 0.112905 0.128296 0.0791079 0.0518972 0.0798833 0.0233345
threshold=0.26546000000000003 0.079700000000000007 -0.081189999999999984 0.080625000000000016 0.081495000000000012 -0.10701499999999999 0.10652000000000002 0.51367000000000018 0.042815000000000006 0.41548500000000005 0.083330000000000015 -0.23244499999999998 0.0054350000000000015 0.11180000000000002 0.092900000000000024 0.51348500000000008 -0.0083299999999999989 -0.065634999999999985 0.10971000000000002 0.41165000000000002 0.42118000000000005 0.41406000000000004
decision_type=2 2 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 -1 7 8 19 13 11 -7 -13 15 -15 16 18 -18 -4 -2 -21 -16
right_child=6 3 9 -5 -6 10 -8 -9 -10 -11 -12 12 -14 14 21 -17 17 -19 -20 20 -22 -23
leaf_value=0.014310732788242774 -0.0065269040392363781 0.017383191568023915 0.0027433100756248867 0.0066523602654816579 -0.00067327509263610211 0.011543351672924407 -0.0050215612438427792 0.010245504256992062 0.0060912469715728073 -0.0033841064586149199 0.012226111378530932 0.0059723860681704056 0.00036098584828464758 0.013185399576178165 0.0009507812867749607 -0.0036730408887087535 0.00062568283190838605 0.0076556880494723428 -0.0034030320097525146 0.0042861750021439462 -0.0040266327015907356 0.0060402026867342092
leaf_weight=60 52 63 950 80 77 55 66 63 56 56 52 435 96 53 52 52 101 276 63 60 72 52
leaf_count=60 52 63 950 80 77 55 66 63 56 56 52 435 96 53 52 52 101 276 63 60 72 52
internal_value=0 0.00450896 0.00410314 0.0113925 0.00608449 0.00683254 0.000762089 0.00202782 -0.000121832 0.00317424 0.00612645 0.00558212 0.00496128 0.00340504 0.00678949 0.00303531 0.00328756 0.00577708 0.00235929 -0.00202253 -0.000234473 0.00351277
internal_weight=0 2573 2430 143 775 698 369 303 240 1655 638 586 531 1599 157 1442 1390 377 1013 184 132 104
internal_count=2942 2573 2430 143 775 698 369 303 240 1655 638 586 531 1599 157 1442 1390 377 1013 184 132 104
is_linear=0
shrinkage=0.16829


Tree=7811
num_leaves=21
num_cat=0
split_feature=4 2 123 2 2 151 52 133 4 43 51 43 2 2 0 52 0 4 4 133
split_gain=11.7944 3.87103 2.48808 0.637648 0.593573 0.486069 0.246086 0.263702 0.244611 0.250116 0.32286 0.234487 0.225435 0.208192 0.205212 0.168036 0.154788 0.208624 0.135875 0.102599
threshold=0.31392000000000003 0.14253500000000002 1.0000000180025095e-35 0.091235000000000024 0.14073000000000005 -0.030624999999999996 -0.54533999999999982 0.017095000000000003 -0.15366499999999997 -1.0000000180025095e-35 0.043405000000000006 -0.095964999999999981 -0.13746499999999998 -1.0000000180025095e-35 -0.17862999999999998 0.12802500000000003 -0.070134999999999989 0.0060300000000000015 0.51326500000000019 -0.13093499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 12 -5 -7 15 -1 16 19 -9 -2 -4 -14 -8 17 -10 -16 -11
right_child=4 -3 13 5 -6 6 7 11 9 10 -12 -13 14 -15 18 -17 -18 -19 -20 -21
leaf_value=0.0012725985411138074 0.00059539199791489874 0.00031515028568570761 0.00043815742031026017 0.00076035824577790859 6.6352445975058984e-05 0.0011740674227025793 0.00088854771141614708 0.0012620955950829967 0.0011358004805849839 0.0011410288475031207 0.00080307376546244968 0.001015107354637159 0.00048190115481829275 0.00070131726929344802 0.00037308699104784596 0.0010826754329688125 0.00098124439935715437 0.00096002894585183439 0.00013424578475715711 0.0010117796725752845
leaf_weight=80 52 86 52 99 76 88 286 52 913 106 69 251 73 93 52 61 99 83 53 218
leaf_count=80 52 86 52 99 76 88 286 52 913 106 69 251 73 93 52 61 99 83 53 218
internal_value=0 0.00100431 0.00102754 0.00105287 0.000319733 0.000978923 0.00100819 0.000985684 0.00109232 0.00108261 0.00101018 0.00105761 0.000403306 0.000607186 0.000346993 0.000922775 0.00110857 0.00112119 0.000252865 0.00105417
internal_weight=0 2636 2550 2405 306 837 738 650 1568 1488 393 303 230 145 178 347 1095 996 105 324
internal_count=2942 2636 2550 2405 306 837 738 650 1568 1488 393 303 230 145 178 347 1095 996 105 324
is_linear=0
shrinkage=0.0032998


Tree=7812
num_leaves=24
num_cat=0
split_feature=4 2 3 2 124 2 2 3 2 0 0 3 13 0 0 4 13 13 133 0 4 4 0
split_gain=8.68619 2.95887 1.42686 1.04635 0.791024 0.546361 0.464062 0.418185 0.380185 0.312217 0.301177 0.284588 0.274698 0.274484 0.211033 0.209448 0.205702 0.116267 0.0963339 0.0901247 0.0740961 0.0697217 0.0521736
threshold=0.31392000000000003 0.10859000000000001 -0.031895 -0.0050599999999999994 -1.0000000180025095e-35 0.091235000000000024 0.13388500000000003 -0.14088999999999999 -0.13746499999999998 -0.12851999999999997 -0.14104999999999998 0.093925000000000022 -0.0073899999999999999 -0.10228499999999999 -0.14867499999999997 0.008570000000000003 0.041960000000000004 0.0047000000000000002 0.087045000000000025 -0.11825999999999999 0.51395000000000002 0.053925000000000008 -0.09712999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 -1 11 17 -7 -2 -4 -9 14 20 -12 -5 16 -16 18 -3 -14 -10 -15 -17
right_child=8 2 9 5 -6 7 -8 10 12 -11 13 -13 19 21 15 22 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00048878215179441655 0.00072354431285300274 0.0011909743558321648 0.00036480672959213239 0.0013163570821600166 0.0010466213768553071 0.0012806983080547671 0.00066227901248048311 0.00080406181596611218 0.00037686040627429911 0.00067183121441852407 0.0012425462148514589 0.00092583334050257864 0.00062810903690830385 0.0010180534123931785 0.0011765160943767667 0.00093767322974399768 0.0010333279369964113 0.00091820710046828147 0.00099325144509135235 0.00043818100688897826 0.00022015668970927875 0.00088361950581676281 0.0010789388943895941
leaf_weight=52 52 53 67 90 60 66 52 75 85 80 60 61 57 343 1118 54 126 84 63 56 56 53 79
leaf_count=52 52 53 67 90 60 66 52 75 85 80 60 61 57 343 1118 54 126 84 63 56 56 53 79
internal_value=0 0.00105314 0.00079105 0.00109987 0.000787939 0.00111629 0.000941945 0.00103107 0.00046558 0.000532135 0.000999976 0.00114957 0.00041263 0.00103212 0.00115885 0.00114853 0.00116204 0.00101448 0.00108389 0.000534297 0.000314873 0.00100015 0.00102185
internal_weight=0 2636 399 2237 112 2125 252 597 306 147 531 1528 254 456 1467 1377 1244 200 116 113 141 396 133
internal_count=2942 2636 399 2237 112 2125 252 597 306 147 531 1528 254 456 1467 1377 1244 200 116 113 141 396 133
is_linear=0
shrinkage=0.0032998


Tree=7813
num_leaves=27
num_cat=0
split_feature=1 12 10 1 12 12 4 2 51 4 2 2 0 2 4 0 12 1 0 0 483 474 1 0 4 0
split_gain=5.92973 1.53786 1.20946 0.887462 0.698001 0.494822 0.388474 0.316713 0.260563 0.31088 0.251815 0.480853 0.258234 0.249973 0.243669 0.220467 0.200054 0.302753 0.161312 0.231939 0.168466 0.134315 0.0940813 0.131982 0.0936183 0.0356514
threshold=0.11657000000000002 0.056995000000000011 -1.0000000180025095e-35 0.09258000000000001 0.092735000000000026 0.092735000000000026 -0.096364999999999992 0.14253500000000002 0.11178000000000002 0.032770000000000001 -0.0098549999999999974 0.11152000000000002 -0.14076499999999997 0.10085000000000001 0.23355000000000001 -0.08176499999999999 -0.0066799999999999993 0.085780000000000009 -0.10934999999999999 -0.094949999999999993 0.093190000000000009 0.088585000000000011 0.088395000000000015 -0.051394999999999989 -0.079164999999999985 -0.090614999999999987
decision_type=2 2 2 2 2 2 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 13 7 6 -3 14 9 15 -5 12 -12 16 -4 -7 -1 -18 -8 -20 21 -21 23 -17 -24 -11
right_child=2 5 4 10 -6 8 18 -9 -10 25 11 -13 -14 -15 -16 22 17 -19 19 20 -22 -23 24 -25 -26 -27
leaf_value=0.0010080092957194587 2.4578612344924032e-05 0.0010959697572036301 0.00062279374412315867 0.00032847938475992256 0.00071629728643908487 0.0010008084690536093 0.00074654186780572678 0.00015524819133096851 0.00059782914390661451 0.0007387138637489414 0.00057721927630951901 0.00038889386292099683 0.00088175249507323195 0.00059670500337632895 0.0003395513602838286 0.00081483071235749949 0.00094214011276785425 0.00062570079929240643 0.0010476098312362529 0.00087374626821387072 0.00069860944832840532 0.0010125523781846192 0.00098347781920308315 0.00062554775370595155 0.00081450587785912825 0.0006325303290857547
leaf_weight=63 85 99 54 57 89 88 95 57 72 69 72 88 54 54 88 209 65 69 96 877 57 87 63 52 95 88
leaf_count=63 85 99 54 57 89 88 95 57 72 69 72 88 54 54 88 209 65 69 96 877 57 87 63 52 95 88
internal_value=0 0.000816308 0.000370888 0.000656142 0.000472975 0.000857134 0.000895772 0.000363975 0.000788262 0.000808858 0.00052482 0.000576951 0.000708013 0.000797788 0.000447511 0.00084887 0.000852728 0.00077946 0.00087939 0.000890658 0.000875866 0.00088631 0.000816876 0.000777254 0.000882104 0.000679421
internal_weight=0 2569 373 522 288 2047 1311 199 736 664 271 214 126 251 142 507 197 134 1212 1117 1021 964 419 261 158 157
internal_count=2942 2569 373 522 288 2047 1311 199 736 664 271 214 126 251 142 507 197 134 1212 1117 1021 964 419 261 158 157
is_linear=0
shrinkage=0.0032998


Tree=7814
num_leaves=19
num_cat=0
split_feature=1 1 124 16 147 14 0 1 13 0 1 16 39 0 475 15 157 16
split_gain=10.0459 1.7503 1.54124 1.03078 0.933556 0.950839 0.484471 0.563611 0.40641 0.397962 0.38556 0.367113 0.385615 0.430186 0.21828 0.217111 0.175223 0.0817186
threshold=0.11156000000000001 0.13276500000000002 -0.080429999999999988 0.12992000000000004 0.08955500000000001 0.073890000000000011 -0.13409999999999997 0.085410000000000014 -1.0000000180025095e-35 0.14054500000000003 0.094775000000000012 -0.018754999999999997 0.086750000000000008 -0.11991499999999998 -0.085684999999999997 0.025430000000000005 -0.0091799999999999989 -0.4193599999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 11 5 6 7 -4 17 14 -1 12 13 -2 16 -16 -8 -3
right_child=1 8 4 -5 -6 -7 9 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19
leaf_value=0.00096147952371493156 0.00061525819867152653 0.00012062057848213252 0.0012014116639667363 0.001126876175781858 0.0007238686596664905 0.0014651321686189875 0.0013871169161842718 0.00077522909994772371 0.00053181959599174131 0.00084911652024149238 0.00059142605382034579 0.0003908335561083261 0.0004716126210600171 0.0010178959976458121 0.0010838937753850392 0.0011568703889903785 0.0011469076164559661 0.00029184079316001507
leaf_weight=52 59 53 53 59 66 86 65 96 72 57 77 52 52 58 888 949 74 74
leaf_count=52 59 53 53 59 66 86 65 96 72 57 77 52 52 58 888 949 74 74
internal_value=0 0.00057035 0.0010928 0.000738614 0.00111223 0.00112352 0.00111004 0.000927061 0.00033342 0.00112343 0.000740868 0.000634801 0.00070966 0.000815158 0.00113133 0.00112161 0.00125949 0.000220664
internal_weight=0 479 2463 280 2334 2268 2182 149 199 2033 129 221 169 117 1976 1837 139 127
internal_count=2942 479 2463 280 2334 2268 2182 149 199 2033 129 221 169 117 1976 1837 139 127
is_linear=0
shrinkage=0.0032998


Tree=7815
num_leaves=17
num_cat=0
split_feature=15 15 15 9 158 402 131 39 50 42 15 455 15 0 0 13
split_gain=0.416294 0.231153 0.180419 0.145044 0.144858 0.109327 0.106351 0.103698 0.162464 0.124692 0.211827 0.149831 0.0760677 0.0633218 0.143526 0.0222135
threshold=-0.2987999999999999 -0.46483499999999994 -0.14151499999999997 0.083710000000000021 0.087070000000000022 -0.087879999999999986 0.097425000000000012 0.10050500000000002 -0.11980499999999998 0.096160000000000009 0.043560000000000008 0.086480000000000015 0.085915000000000019 -0.15127999999999997 -0.095724999999999991 -0.066634999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 13 5 -1 6 12 8 -7 11 -11 -10 -4 -2 -15 -14
right_child=2 -3 3 -5 -6 7 -8 -9 9 10 -12 -13 15 14 -16 -17
leaf_value=0.0084151839876306679 0.0064444036139449561 -0.0081681123628630763 -0.0046120083493666909 -0.0021591041021294479 -0.0030713315225117817 0.014017772977290644 0.0079035034201464169 0.0001358374418151174 0.0056701272730732676 0.0033320247213653358 0.013665324326065178 0.014856522479503189 0.0053608022321970416 0.019430106861117385 0.0083870900298174973 0.00044653360076385217
leaf_weight=68 56 86 58 61 57 83 76 71 1795 88 158 52 54 60 77 52
leaf_count=68 56 86 58 61 57 83 76 71 1795 88 158 52 54 60 77 52
internal_value=0 -0.00144688 0.0063038 0.00592654 0.00316296 0.00612558 0.00269862 0.00649081 0.00669734 0.00640619 0.00997616 0.00592973 0.00027565 0.0112751 0.0132366 0.00296698
internal_weight=0 211 2741 2548 125 2487 240 2247 2176 2093 246 1847 164 193 137 106
internal_count=2952 211 2741 2548 125 2487 240 2247 2176 2093 246 1847 164 193 137 106
is_linear=0
shrinkage=0.16829


Tree=7816
num_leaves=27
num_cat=0
split_feature=4 2 124 2 4 2 150 2 0 160 2 15 16 4 0 15 16 0 15 51 48 160 15 51 130 51
split_gain=11.03 1.91042 1.33162 0.407218 0.383328 0.436866 0.437123 0.369376 0.277406 0.196037 0.194172 0.191087 0.550574 0.323648 0.182322 0.241186 0.163709 0.213869 0.198523 0.157319 0.118402 0.104844 0.0949566 0.0822371 0.0737454 0.04104
threshold=0.31392000000000003 0.14253500000000002 -0.048219999999999992 -1.0000000180025095e-35 -0.071344999999999992 0.095850000000000005 0.082085000000000019 0.15205000000000002 -0.14164999999999997 -0.060659999999999992 0.10019000000000002 0.025430000000000005 0.08215500000000002 -0.098074999999999982 -0.105195 -0.45775499999999997 0.0097750000000000007 -0.098429999999999976 -0.040769999999999994 -1.0000000180025095e-35 0.084455000000000016 0.098760000000000014 -0.18498499999999998 -0.019539999999999998 -0.0087849999999999977 -0.047864999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 16 9 14 -4 -7 -5 12 -10 -13 22 -16 17 20 25 -14 -6 -19 -2 -11 -15 -18
right_child=7 -3 4 10 5 6 -8 -9 11 23 -12 13 19 24 15 -17 18 21 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00021125562226133887 0.0003147149695021055 0.00025190881537611695 0.0010117785092037088 0.00071207646452103922 0.00062807921817096169 0.00055162242679760072 0.00037498847968959299 -0.00017809932977022757 0.00042056557310665569 0.0008103304980186252 0.00043178645132936356 0.0010381805263845929 0.00090119867776473396 0.00086834802583280932 0.00015360558075728866 -0.00012436129646155956 0.00082948190925099814 0.00083875499242238964 0.00055565377798329327 0.00067632389182806501 0.00081882776631537785 0.00067989851446214114 0.00011665741678410833 0.0006838946070517563 0.00077856459519024164 0.00070512784494496637
leaf_weight=53 54 91 68 52 120 101 61 58 56 86 58 66 84 130 80 59 61 461 84 60 53 53 53 190 591 69
leaf_count=53 54 91 68 52 120 101 61 58 56 86 58 66 84 130 80 59 61 461 84 60 53 53 53 190 591 69
internal_value=0 0.000722324 0.000739051 0.00044993 0.000758722 0.000721407 0.000635439 5.85488e-05 0.000806048 0.000677487 0.000564607 0.000791839 0.000699511 0.000815257 0.000114487 3.53662e-05 0.000763159 0.000788317 0.000682232 0.000807746 0.00068672 0.000822443 0.000216941 0.000723419 0.000794802 0.00076375
internal_weight=0 2648 2557 163 2394 1339 438 304 1055 377 110 987 200 787 246 139 901 687 214 144 173 514 107 276 721 130
internal_count=2952 2648 2557 163 2394 1339 438 304 1055 377 110 987 200 787 246 139 901 687 214 144 173 514 107 276 721 130
is_linear=0
shrinkage=0.0032998


Tree=7817
num_leaves=28
num_cat=0
split_feature=1 12 2 123 2 2 15 12 16 457 12 34 52 11 52 16 1 1 3 2 457 2 156 16 2 12 15
split_gain=14.11 2.94191 1.77432 1.30374 0.799992 0.755228 0.533925 0.501379 0.418625 0.340744 0.344525 0.299883 0.274262 0.249207 0.229109 0.227027 0.27083 0.194938 0.18409 0.17831 0.16281 0.140464 0.099179 0.0858631 0.0847299 0.0618602 0.0296458
threshold=0.10398500000000001 0.085075000000000026 0.11891500000000001 1.0000000180025095e-35 0.14561000000000004 0.089795000000000014 -0.075094999999999981 0.096315000000000026 0.022165000000000004 0.08351500000000002 0.11755500000000001 -0.027829999999999997 0.11628500000000001 1.0000000180025095e-35 -0.065394999999999995 -0.0021749999999999994 0.090820000000000012 0.083670000000000008 -0.097199999999999995 0.12681500000000004 0.018630000000000004 0.084245000000000014 0.081990000000000021 -0.076589999999999978 0.087665000000000007 0.10700500000000002 -0.40166999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 7 5 6 12 11 -3 -8 10 13 -2 14 18 21 16 20 -14 -7 26 -16 -1 -20 -18 -23 -9 -13
right_child=1 2 -4 -5 -6 9 8 25 -10 -11 -12 19 17 -15 15 -17 23 -19 22 -21 -22 24 -24 -25 -26 -27 -28
leaf_value=0.0010240169921319042 0.00017804825870099754 0.001309147046817281 0.0003545802576968818 0.00075256952546290574 0.000140717278251352 0.0009402097761740106 0.00050061335075802474 0.0010001830305115316 0.00089258848017685838 0.00082426334562104285 0.00086718343879178339 0.00060369447641060291 0.00090885141700564292 0.0013064934118756383 0.0012366030025036108 0.00142952407062 0.00097414836089745383 0.0011765593326647453 0.0010963890966217433 0.0003129462625527664 0.0014310770320394072 0.0012575335573945924 0.0012226723344829875 0.0011587956474874588 0.0011020415334723936 0.00084077459336230024 0.00048939898591868094
leaf_weight=94 52 56 52 94 87 78 69 63 53 56 69 52 58 68 687 67 52 65 537 56 53 92 84 69 76 54 59
leaf_count=94 52 56 52 94 87 78 69 63 53 56 69 52 58 68 687 67 52 65 537 56 53 92 84 69 76 54 59
internal_value=0 0.000584469 0.000890087 0.00113424 0.000423723 0.0011505 0.000495824 0.00105084 0.000671186 0.00107602 0.00109285 0.000397972 0.00120106 0.0011131 0.00121659 0.0012413 0.00122661 0.00105061 0.00109424 0.00046624 0.00125058 0.00112892 0.00111353 0.00107973 0.0011874 0.000926911 0.00054326
internal_weight=0 653 225 2299 428 2205 341 173 122 892 836 219 1313 767 1190 928 861 123 699 167 740 262 621 121 168 117 111
internal_count=2952 653 225 2299 428 2205 341 173 122 892 836 219 1313 767 1190 928 861 123 699 167 740 262 621 121 168 117 111
is_linear=0
shrinkage=0.0032998


Tree=7818
num_leaves=15
num_cat=0
split_feature=4 48 15 15 4 123 130 456 43 13 13 1 1455 13
split_gain=0.409875 0.148989 0.201684 0.279175 0.14224 0.108361 0.129354 0.101747 0.0998279 0.257213 0.117627 0.0929619 0.143104 0.0334915
threshold=0.26546000000000003 -0.032929999999999994 -0.26361999999999991 -0.43091499999999999 0.51395000000000002 0.088305000000000008 -0.14499999999999999 0.088285000000000016 0.12394500000000001 -0.16392499999999996 -0.027939999999999996 0.11597500000000001 0.084305000000000005 -0.070774999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 -1 8 9 -8 13 12 -11 -10
right_child=1 2 -4 -5 -6 -7 7 -9 10 11 -12 -13 -14 -15
leaf_value=0.015144160383821072 -0.0073835978460932939 0.0090487134014302934 0.0083837704020556791 -0.010883646448481932 -0.0013638218673237819 -4.0895257197129588e-05 -0.003938214017733665 0.011992621816169181 0.016102172714156055 0.006598121890720266 0.0047948144963745644 0.011654092524497924 0.00054045184834179683 0.010455932512752251
leaf_weight=53 55 63 99 57 90 65 69 100 62 1888 75 95 118 63
leaf_count=53 55 63 99 57 90 65 69 100 62 1888 75 95 118 63
internal_value=0 0.000679284 0.00212024 -0.000824014 0.00291195 0.00671612 0.00689092 0.00671309 0.00648957 0.00615586 0.0101013 0.00648822 0.00624268 0.0132708
internal_weight=0 364 309 210 153 2588 2523 2470 2370 2170 200 2101 2006 125
internal_count=2952 364 309 210 153 2588 2523 2470 2370 2170 200 2101 2006 125
is_linear=0
shrinkage=0.16829


Tree=7819
num_leaves=13
num_cat=0
split_feature=1 15 15 123 15 1 3 3 50 1429 1 1
split_gain=0.324453 0.172715 0.119847 0.105346 0.165454 0.130763 0.121094 0.228958 0.116113 0.107336 0.0847654 0.0681063
threshold=0.15720500000000001 -0.42075999999999997 -0.46772999999999992 0.081180000000000016 -0.19153499999999998 0.12864500000000004 0.10661500000000002 0.12745000000000004 -0.11980499999999998 0.087700000000000014 0.11657000000000002 0.099250000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 8 -8 -6 -10 11 -5
right_child=-2 3 -4 10 5 -7 7 -9 9 -11 -12 -13
leaf_value=0.0031168907737379598 -0.0081945806381138273 0.01241090168317233 -0.006894422768649159 0.00023552905544424048 0.011852495608499949 0.012862536093066769 -0.0074919081285751013 0.0073360753104831141 0.0055935758628495331 -0.00020068401769865731 -0.0034921658078974518 0.008059996760019332
leaf_weight=97 52 103 52 64 81 67 58 60 2100 94 61 63
leaf_count=97 52 103 52 64 81 67 58 60 2100 94 61 63
internal_value=0 0.00520431 -0.000364933 0.0055066 0.00578893 0.00551094 0.00530436 3.25192e-05 0.00557701 0.00534451 0.00164804 0.0041311
internal_weight=0 2900 149 2751 2563 2460 2393 118 2275 2194 188 127
internal_count=2952 2900 149 2751 2563 2460 2393 118 2275 2194 188 127
is_linear=0
shrinkage=0.16829


Tree=7820
num_leaves=23
num_cat=0
split_feature=2 4 39 2 2 2 0 0 4 2 0 39 0 11 1456 4 4 0 11 1455 51 4
split_gain=10.2781 5.0113 2.12847 1.55324 1.05258 0.913788 0.811022 0.718881 0.67721 0.636847 0.499077 0.435954 0.332886 0.332225 0.314146 0.312204 0.201398 0.186146 0.127387 0.12613 0.0693383 0.0425927
threshold=0.13388500000000003 0.31392000000000003 0.0039300000000000003 0.16730000000000003 -0.0050599999999999994 0.10393500000000001 -0.079249999999999987 -0.11991499999999998 -0.40515499999999993 0.10121500000000001 -0.050249999999999996 0.087880000000000014 -0.076734999999999984 1.0000000180025095e-35 -0.076309999999999989 0.010535000000000001 -0.025824999999999997 -0.10934999999999999 0.080150000000000013 0.068185000000000009 -0.036744999999999993 -0.0069049999999999988
decision_type=2 2 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 -4 6 13 -7 -8 -6 16 17 -2 14 19 -16 -10 -3 20 -1 -9 -22
right_child=3 11 4 -5 9 7 8 18 10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 21 -23
leaf_value=0.001282380793868746 0.00035900508590068356 0.00058092830259930312 0.00041547790801794657 6.772868014925637e-06 0.001150773635886999 0.00070055551313474927 0.0013413334796220557 0.00096132680286883378 0.0011063623924698373 0.0006847754500758789 0.00072358863995967938 0.00034239659355885053 0.00068036947033784702 0.0014367041799548119 0.0012184430386683724 0.0010634497161508788 0.00092991446253019394 0.00081080714014884119 0.0012155435040586023 0.0014960449877818379 0.0011411432184402098 0.0010160785326391042
leaf_weight=82 55 85 57 83 76 70 88 86 302 56 54 54 100 79 1022 169 96 73 59 53 78 62
leaf_count=82 55 85 57 83 76 70 88 86 302 56 54 54 100 79 1022 169 96 73 59 53 78 62
internal_value=0 0.00108703 0.00112853 0.000371491 0.000791317 0.00115622 0.00118442 0.00100163 0.0010752 0.000953344 0.00102331 0.000599659 0.000566564 0.00122638 0.00121382 0.00119648 0.00106389 0.000687361 0.00107545 0.00136652 0.00103872 0.00108601
internal_weight=0 2701 2489 238 189 2300 1945 355 540 132 452 212 155 1405 1326 1191 398 158 285 135 226 140
internal_count=2939 2701 2489 238 189 2300 1945 355 540 132 452 212 155 1405 1326 1191 398 158 285 135 226 140
is_linear=0
shrinkage=0.0032998


Tree=7821
num_leaves=23
num_cat=0
split_feature=9 10 151 1 151 148 403 1213 42 401 43 12 12 131 160 1212 151 47 42 12 42 42
split_gain=0.326497 0.203087 0.141649 0.110771 0.1706 0.133591 0.114541 0.117729 0.0862527 0.0865897 0.109346 0.0821726 0.194614 0.119203 0.115196 0.07246 0.0684867 0.0653192 0.0501718 0.104366 0.0345107 0.026031
threshold=-1.0000000180025095e-35 -0.16491499999999995 0.077805000000000013 0.089245000000000005 -0.056409999999999995 -0.077864999999999976 -0.088034999999999988 -0.0057349999999999996 -0.16404499999999997 0.086390000000000008 -0.16878999999999997 0.090805000000000011 0.093910000000000007 0.089785000000000018 -0.078324999999999992 -1.0000000180025095e-35 -0.088949999999999987 0.10010000000000001 0.086000000000000007 0.089765000000000025 0.10045500000000002 0.081605000000000025
decision_type=2 2 2 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 -3 -8 10 -10 13 -13 14 -6 -11 -7 -14 19 -9 -20 -4
right_child=1 2 21 4 11 16 8 18 9 15 -12 12 17 -15 -16 -17 -18 -19 20 -21 -22 -23
leaf_value=-0.0051113324649666551 -0.0044705196307581957 -0.0027876613392676065 0.0086933234222385056 0.0061413895807099815 -0.0041061478021906265 0.00083878019666785194 0.00049221658814839855 0.012118824432790311 -0.00055573570803364746 0.014649437657917975 0.006723912692227281 0.01312951715941333 0.0057108220596471925 0.010449595712742718 0.0035285494760647212 0.0064899502366522997 -0.0066735335280982576 -0.00047389147627280022 -0.00093461891412665481 0.0027335823250642715 0.0050592466365773237 0.01397033764466446
leaf_weight=91 61 76 59 56 73 58 65 61 61 70 1182 95 201 52 238 57 83 63 54 76 54 53
leaf_count=91 61 76 59 56 73 58 65 61 61 70 1182 95 201 52 238 57 83 63 54 76 54 53
internal_value=0 0.00511925 0.00532979 0.00508307 0.00358107 -0.000800726 0.00586811 0.00298401 0.00651201 0.00679631 0.00636522 0.00477915 0.00658865 0.00298464 0.00173071 0.0110015 -0.00357062 0.00422812 0.00478174 0.00692553 0.00204568 0.0112065
internal_weight=0 2848 2787 2675 919 197 1756 321 1435 1370 1243 722 359 363 311 127 141 264 245 137 108 112
internal_count=2939 2848 2787 2675 919 197 1756 321 1435 1370 1243 722 359 363 311 127 141 264 245 137 108 112
is_linear=0
shrinkage=0.16829


Tree=7822
num_leaves=23
num_cat=0
split_feature=3 16 1455 3 2 124 402 13 13 2 157 16 13 475 484 2 1208 484 2 16 2 4
split_gain=0.238508 0.171524 0.216441 0.178198 0.196575 0.112708 0.110294 0.131022 0.155566 0.146312 0.137343 0.220468 0.134756 0.0854981 0.0818431 0.0750696 0.0748537 0.0653652 0.0610723 0.055394 0.0459819 0.033177
threshold=0.3148450000000001 -0.0069549999999999985 0.0093900000000000008 -0.12711499999999995 0.081935000000000022 -0.076164999999999983 0.086140000000000008 -0.057284999999999996 -0.0058249999999999994 0.072175000000000017 -0.004729999999999999 0.23599500000000004 -0.073724999999999985 -0.080379999999999993 0.093765000000000015 0.088710000000000011 0.097375000000000003 1.0000000180025095e-35 0.086545000000000025 -0.24404999999999996 0.09802000000000001 -0.37626499999999991
decision_type=2 2 2 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 12 -9 -10 21 -12 13 -3 16 -4 17 -7 -15 -5 -20 -11
right_child=-2 6 15 5 -6 14 -8 8 9 10 11 -13 -14 18 -16 -17 -18 -19 20 -21 -22 -23
leaf_value=0.018673831821525624 -0.0041162841036316436 -0.0027003480231261204 0.0079431453810442192 0.0034020780273223764 0.0058748510296706509 0.0049448807873979476 0.0084516907136220377 -0.0074956756243478176 -0.0064780190483106912 0.0093643319201238608 0.0061787184541334771 -0.005349972288607013 0.0095739937249278307 0.0071261157612470183 0.010407485532272652 0.016669650379274082 -0.0016961735283496349 0.00055659853846929113 -0.00057256805941828049 -0.0036506341062430368 0.0052220655461900096 0.0037116228473415302
leaf_weight=52 99 73 57 56 100 1272 79 69 59 72 85 105 95 98 67 57 55 105 95 72 65 52
leaf_count=52 99 73 57 56 100 1272 79 69 59 72 85 105 95 98 67 57 55 105 95 72 65 52
internal_value=0 0.00427775 0.00520362 0.00474645 0.0102653 0.00422975 0.00242509 0.00187452 -0.000151421 0.00120235 0.0026512 -0.000182944 0.00398076 0.00237002 0.00463919 0.0123222 0.00436805 0.00461157 0.00381163 -0.000551037 0.00177027 0.00700833
internal_weight=0 2840 1893 1779 152 1627 947 868 442 373 314 190 426 331 1499 114 1432 1377 258 128 160 124
internal_count=2939 2840 1893 1779 152 1627 947 868 442 373 314 190 426 331 1499 114 1432 1377 258 128 160 124
is_linear=0
shrinkage=0.16829


Tree=7823
num_leaves=17
num_cat=0
split_feature=9 10 16 1456 3 48 1204 43 147 42 2 1375 12 4 52 3
split_gain=0.186024 0.126595 0.109693 0.127893 0.123339 0.115726 0.0979315 0.0933587 0.0998565 0.0911881 0.0903472 0.0760309 0.0655967 0.135607 0.0634069 0.0281343
threshold=-1.0000000180025095e-35 -0.16491499999999995 -0.011849999999999998 -0.11244999999999998 -0.12711499999999995 0.096685000000000007 -0.085774999999999976 0.0049250000000000014 0.085530000000000009 0.096760000000000013 0.082690000000000013 -0.012944999999999998 0.090400000000000022 -0.0062699999999999987 0.10096500000000001 -0.022704999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 10 6 -6 8 9 12 -5 -8 13 -4 -14 -7
right_child=1 2 7 4 5 15 11 -9 -10 -11 -12 -13 14 -15 -16 -17
leaf_value=-0.0041582773156449045 -0.0040073813578874852 0.012339513156757414 0.0021752678054806035 0.014583094056423608 -0.0028819740596558166 0.0016822029054035031 0.010749278204601725 -0.0028013218235620214 -0.00355287938984915 0.0080879445803320963 0.0058659657288717606 0.0042796495429360442 0.0019867396616571101 0.0083794385395672515 -0.0040591561922203477 -0.0033989359874978856
leaf_weight=91 61 58 365 52 52 56 54 90 64 101 99 1293 235 138 62 68
leaf_count=91 61 58 365 52 52 56 54 90 64 101 99 1293 235 138 62 68
internal_value=0 0.00356246 0.00372878 0.00455392 0.0042831 0.00382617 0.00426318 0.00237245 0.00285684 0.00331413 0.00887979 0.00454034 0.00270919 0.00388098 0.000718584 -0.00108974
internal_weight=0 2848 2787 1732 1674 1523 1399 1055 965 901 151 1347 800 503 297 124
internal_count=2939 2848 2787 1732 1674 1523 1399 1055 965 901 151 1347 800 503 297 124
is_linear=0
shrinkage=0.16829


Tree=7824
num_leaves=24
num_cat=0
split_feature=1 1 39 0 0 16 39 1 1 16 447 0 43 51 0 15 48 133 43 51 43 1 1
split_gain=11.513 1.94866 0.786303 0.743139 0.592982 0.59729 0.578584 0.698895 0.423598 0.240764 0.227609 0.232355 0.286103 0.177129 0.171993 0.157321 0.144277 0.139312 0.1379 0.110798 0.0901292 0.0775255 0.0429956
threshold=0.10398500000000001 0.13699000000000003 0.087735000000000021 -0.12851999999999997 -0.075319999999999984 0.061775000000000004 0.0039300000000000003 0.088035000000000016 0.14860500000000001 -0.12653999999999996 0.083945000000000006 -0.082494999999999985 -0.14029999999999995 0.10731500000000001 0.027395000000000006 -0.19153499999999998 0.096835000000000018 0.086885000000000004 0.0010300000000000003 -0.26677999999999996 0.05259500000000001 0.14114500000000005 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 9 -5 -6 10 -8 21 -2 11 12 -1 14 19 -14 18 -4 -17 -13 -21 -3 -16
right_child=1 8 17 4 5 -7 7 -9 -10 -11 -12 13 15 -15 22 16 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0013320934054620814 0.00070484923393164317 0.00034099374484921149 0.00056277227685480743 0.0011752641966309616 0.00059766733886573253 0.00096384414621015222 0.001098846817370302 0.0006124943173184456 0.00010695817934804423 0.00042970168903663336 0.00089687987742377996 0.00090550897575904655 0.0012817069973646614 0.00087203265416796135 0.0011232385953903611 0.0011394525101007039 0.00096647316794824367 0.00032413502285479355 0.0010263624696111987 0.0010839878870030361 0.00098360299881746676 0.00052440674067580611 0.0012589262433968162
leaf_weight=76 74 52 57 56 94 102 68 62 75 67 63 53 64 52 59 749 75 52 148 601 127 52 61
leaf_count=76 74 52 57 56 94 102 68 62 75 67 63 53 64 52 59 749 75 52 148 601 127 52 61
internal_value=0 0.000592554 0.00069801 0.000766915 0.000874516 0.000788408 0.00108218 0.000867165 0.00029661 0.000574355 0.0010953 0.00110133 0.00113421 0.00106293 0.00107391 0.00111966 0.00110896 0.00044925 0.00112083 0.00105564 0.00106652 0.000433039 0.00119251
internal_weight=0 681 502 393 252 196 2258 130 179 141 2128 2065 1112 953 901 1036 972 109 897 781 728 104 120
internal_count=2939 681 502 393 252 196 2258 130 179 141 2128 2065 1112 953 901 1036 972 109 897 781 728 104 120
is_linear=0
shrinkage=0.0032998


Tree=7825
num_leaves=33
num_cat=0
split_feature=1 2 12 2 1 1 3 52 0 1 2 2 16 2 52 12 0 52 12 2 16 133 133 160 16 1 3 43 16 2 52 13
split_gain=7.88959 1.55063 0.899908 0.505614 0.322373 0.302058 0.296844 0.366781 0.291113 0.292127 0.277774 0.21099 0.193686 0.191714 0.184018 0.186342 0.177925 0.175999 0.145741 0.114126 0.104301 0.144919 0.121537 0.0897824 0.160875 0.100957 0.0847221 0.0807535 0.0966807 0.0499306 0.0423223 0.0185763
threshold=0.10455000000000002 0.14744000000000002 0.089085000000000011 0.099345000000000017 0.12200500000000002 0.090650000000000022 -0.15624499999999999 0.11628500000000001 -0.029849999999999998 0.092845000000000025 -1.0000000180025095e-35 0.087495000000000003 0.058455000000000007 0.088005000000000014 -0.06717999999999999 0.083400000000000016 -0.073104999999999989 -0.092399999999999982 0.093315000000000023 0.10605000000000002 0.0071000000000000013 0.084965000000000013 -0.080744999999999983 -0.077324999999999991 -0.077509999999999982 0.093435000000000004 -0.077384999999999995 -0.06372499999999999 -0.45743999999999996 0.11621000000000002 0.047345000000000005 -0.068484999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 5 19 6 -1 13 9 18 -2 -9 27 14 17 -16 23 -8 31 -4 22 -22 -15 -7 -25 -26 -13 -12 -29 30 -20 -5
right_child=1 -3 4 8 -6 16 7 11 -10 -11 12 26 -14 20 15 -17 -18 -19 29 -21 21 -23 -24 24 25 -27 -28 28 -30 -31 -32 -33
leaf_value=0.0012018101610865072 0.00032090042238016063 0.00013214010588282309 0.00090468498893513398 0.0010564654022521213 0.00054433440390005343 0.00077413143075298629 0.00098417722120573985 0.00064117741211061141 0.00065817084576584573 0.00066062655738073303 0.00037772778993559134 0.00080221896640018443 0.00070376166075840341 0.00099392402664525738 0.001187679801879156 0.0010063908975757694 0.0007014362694274356 0.00074714028739116174 0.00072950671134221191 0.00070714556854458387 0.00088228102103382318 0.0011095034258573428 0.00085333003462325643 0.00078120563132576552 0.0011135791380262633 0.000905255690283726 0.00098148602386595408 0.00041269541867293658 0.0005899097686556463 0.00091888317982860004 0.00086477006038309398 0.00095539148329601073
leaf_weight=54 95 102 93 52 60 57 95 57 100 66 59 65 56 94 72 571 75 56 52 52 61 67 276 54 52 56 58 55 94 75 62 55
leaf_count=54 95 102 93 52 60 57 95 57 100 66 59 65 56 94 72 571 75 56 52 52 61 67 276 54 52 56 58 55 94 75 62 55
internal_value=0 0.000506996 0.000574727 0.000915344 0.000749453 0.00094022 0.000959047 0.000950117 0.00081727 0.000861123 0.000474855 0.000809378 0.000530121 0.000969698 0.00100202 0.00102675 0.00084238 0.000896503 0.000905709 0.000834086 0.000918091 0.00100149 0.000889144 0.000890487 0.00093121 0.00100589 0.000887038 0.000483203 0.000524732 0.000849401 0.00080338 0.00100484
internal_weight=0 666 564 2282 205 1820 1526 1472 462 362 359 180 264 1292 794 643 294 151 296 145 498 128 370 219 162 108 123 208 149 189 114 107
internal_count=2948 666 564 2282 205 1820 1526 1472 462 362 359 180 264 1292 794 643 294 151 296 145 498 128 370 219 162 108 123 208 149 189 114 107
is_linear=0
shrinkage=0.0032998


Tree=7826
num_leaves=19
num_cat=0
split_feature=40 14 150 43 40 14 0 0 52 123 151 40 1213 457 156 43 40 0
split_gain=2.44789 1.33667 1.1476 1.22057 1.12934 0.524826 0.852435 0.607792 0.381379 0.364856 0.297121 0.207842 0.164183 0.138945 0.131432 0.0895585 0.0730341 0.045397
threshold=-0.034699999999999988 -0.31893999999999995 0.087865000000000013 -0.0083799999999999986 1.0000000180025095e-35 0.073890000000000011 -0.12259499999999998 -0.073104999999999989 -0.45635499999999996 0.08901000000000002 -0.010684999999999998 -0.085354999999999986 -0.12077499999999998 0.09037000000000002 0.086910000000000015 -0.06372499999999999 -0.081079999999999985 -0.15127999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 4 14 5 6 10 12 -9 11 -3 -1 -8 -5 -4 -11 -13 -12
right_child=1 2 3 13 -6 -7 7 8 -10 15 17 16 -14 -15 -16 -17 -18 -19
leaf_value=0.00039083708176110927 0.00027709838172347134 0.00038247774172242837 0.00063196479942882636 0.00039902024840410359 0.00036644384925277053 0.0010371656893186257 0.00097327552688004557 0.0008740347563101871 0.00067179463925539013 0.00019851493133017198 0.00072282907833934513 0.00070755382662723648 0.00083287013044239255 0.00016349155803270312 0.00084479818494867737 0.00038305967689892764 0.00052959289321578352 0.00058846833815635337
leaf_weight=74 64 62 56 59 69 95 101 132 464 60 69 54 1296 52 79 57 52 53
leaf_count=74 64 62 56 59 69 95 101 132 464 60 69 54 1296 52 79 57 52 53
internal_value=0 0.000749055 0.000760717 0.000545848 0.000783281 0.000795925 0.000785381 0.000805264 0.000716645 0.000432845 0.000569827 0.000526329 0.000843046 0.000289 0.000756773 0.000288722 0.000620585 0.000664748
internal_weight=0 2651 2587 246 2341 2272 2177 1993 596 297 184 180 1397 111 135 117 106 122
internal_count=2948 2651 2587 246 2341 2272 2177 1993 596 297 184 180 1397 111 135 117 106 122
is_linear=0
shrinkage=0.0032998


Tree=7827
num_leaves=23
num_cat=0
split_feature=4 2 3 15 3 15 3 52 3 3 52 4 133 4 15 3 52 16 43 16 133 52
split_gain=3.81071 1.64923 0.814482 0.396523 0.363966 0.317963 0.399442 0.364101 0.316608 0.308202 0.311645 0.254099 0.240405 0.223179 0.260875 0.141993 0.138208 0.118283 0.0939305 0.0722779 0.0378353 0.0248992
threshold=0.31392000000000003 0.13388500000000003 0.11391500000000002 0.039965000000000007 -0.14954999999999999 -0.14151499999999997 -0.11017499999999998 -0.23682999999999996 -0.15288999999999997 -0.06533499999999999 -0.089214999999999975 0.022635000000000006 -0.10210999999999999 0.6214050000000001 -0.46483499999999994 -0.036264999999999992 0.053330000000000009 0.054560000000000004 0.041625000000000002 -0.53342999999999996 0.048535000000000002 0.090675000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 20 7 -7 -5 11 -11 -8 16 14 -6 -3 -10 18 -14 -16 -1 -18
right_child=4 15 -4 8 13 6 9 -9 12 10 -12 -13 17 -15 19 -17 21 -19 -20 -21 -22 -23
leaf_value=0.0011003520203615694 0.00078476554219144038 0.00067873311288232832 0.0006330175293212299 0.0012522558927498886 0.000743163202751333 0.00094554824747142155 0.00099729057117431603 0.00060842443320148899 0.00097906910994296549 0.00098996039725063128 0.00077530423186177608 0.00085567762114823192 0.00098973855995243445 0.00032080597435334894 0.000564922300881902 0.00044951571431727861 0.0012306391339290911 0.00082998959173938649 0.00087043527735235194 0.00041011393708178558 0.00098088092557095728 0.0011176292053090182
leaf_weight=99 55 53 91 53 53 57 528 93 69 107 250 193 647 66 56 70 53 70 87 88 52 58
leaf_count=99 55 53 91 53 53 57 528 93 69 107 250 193 647 66 56 70 53 70 87 88 52 58
internal_value=0 0.000922315 0.000940638 0.00095221 0.00053959 0.000915253 0.000897494 0.000736766 0.00100132 0.000919826 0.00083974 0.000959432 0.000987771 0.000488183 0.00054408 0.000548571 0.00109818 0.000963008 0.000975646 0.000470562 0.00105944 0.00117191
internal_weight=0 2630 2507 2416 318 1379 1228 150 1037 1078 357 721 984 263 197 123 180 804 734 144 151 111
internal_count=2948 2630 2507 2416 318 1379 1228 150 1037 1078 357 721 984 263 197 123 180 804 734 144 151 111
is_linear=0
shrinkage=0.0032998


Tree=7828
num_leaves=26
num_cat=0
split_feature=1 155 1 12 10 10 13 12 160 133 11 15 1 151 12 1213 1456 43 130 15 15 16 50 402 13
split_gain=10.7127 1.49425 0.95807 0.648984 0.63089 0.626498 0.554098 0.308408 0.30526 0.300658 0.27027 0.235923 0.231047 0.285424 0.213695 0.200598 0.164976 0.153309 0.109445 0.108078 0.148205 0.0898102 0.0610447 0.0408447 0.096876
threshold=0.10398500000000001 0.098655000000000007 0.13654500000000003 0.088325000000000015 -0.00189 -1.0000000180025095e-35 0.036560000000000002 -0.042789999999999988 -1.0000000180025095e-35 -0.0081099999999999974 1.0000000180025095e-35 -0.080264999999999989 0.091725000000000015 -0.0068399999999999989 0.096425000000000025 -0.12077499999999998 -0.16130999999999998 -0.10945499999999998 0.011480000000000002 -0.12776499999999999 -0.043134999999999993 -0.039209999999999995 0.09660500000000001 -0.040969999999999993 -0.064249999999999988
decision_type=2 2 2 2 2 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 -1 -4 10 -7 -2 -8 12 -5 14 -14 15 -6 -17 18 -11 -10 -21 22 -15 -16 -25
right_child=1 -3 5 11 6 7 9 -9 19 17 -12 -13 13 21 23 16 -18 -19 -20 20 -22 -23 -24 24 -26
leaf_value=0.00067044218037877923 0.00066442829203599999 0.0010692887040868709 0 0.00059850272476716197 0.0012285168457936346 0.0002417818416987912 0.0006932321824648721 0.00058667247915063106 0.00032816429908828369 0.00094428571470593842 0.0012392501023874758 0.00086918997686886599 0.00074459982930479495 0.00086860252552020754 0.0010415270982957047 0.00088904678094357619 0.001072858352878503 0.00083995884670296503 0.001132578976456906 0.00057478916338664083 0.0003578036197002248 0.0011125655869041479 0.0010292578072730073 0.0010328078331598844 0.00086167124709327395
leaf_weight=54 86 56 54 59 90 52 62 63 75 90 84 91 58 53 59 58 1230 85 59 84 60 67 61 65 93
leaf_count=54 86 56 54 59 90 52 62 63 75 90 84 91 58 53 59 58 1230 85 59 84 60 67 61 65 93
internal_value=0 0.000552375 0.000505929 0.000584808 0.0010247 0.000293354 0.00103333 0.000431028 0.00049708 0.00089963 0.00105394 0.000762955 0.00104544 0.000948347 0.00105996 0.00107534 0.00106461 0.000954166 0.00101908 0.000431202 0.000484623 0.00101344 0.000954876 0.000962159 0.000932299
internal_weight=0 680 624 455 2268 169 2214 115 305 296 1918 150 1834 239 1595 1378 1288 234 149 219 144 181 114 217 158
internal_count=2948 680 624 455 2268 169 2214 115 305 296 1918 150 1834 239 1595 1378 1288 234 149 219 144 181 114 217 158
is_linear=0
shrinkage=0.0032998


Tree=7829
num_leaves=17
num_cat=0
split_feature=2 3 11 133 403 1427 2 3 0 484 3 0 0 130 4 0
split_gain=0.309811 0.177084 0.129705 0.111291 0.153729 0.105445 0.100293 0.11264 0.180314 0.109469 0.0823826 0.0767059 0.0815572 0.0521226 0.0352247 0.0791452
threshold=0.13554000000000002 0.11745500000000002 0.088840000000000016 -0.10210999999999999 -1.0000000180025095e-35 0.086010000000000017 -0.085784999999999986 -0.0031199999999999995 -0.13165999999999997 0.086505000000000012 0.15937000000000004 -0.083804999999999977 -0.032274999999999991 0.084550000000000014 0.0067750000000000006 -0.084964999999999985
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 -5 8 -8 -9 -3 -2 -13 14 15 -6
right_child=11 10 -4 5 13 -7 7 9 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=0.01800394529065813 -0.0054904132916223794 -0.0042236658318439563 0.00035132292826628436 0.012838881765130376 0.0083205745249305286 0.013704881210392613 -0.00077252266844411006 0.010882147597208545 0.0059172543644341741 0.0022237936621846868 0.0039406648437804916 0.0044556323603806474 -0.0034965188137814993 0.011766130945817785 0.01030509460421024 0.00013101905010743753
leaf_weight=53 60 61 93 62 87 54 122 213 1665 52 82 101 57 78 53 55
leaf_count=53 60 61 93 62 87 54 122 213 1665 52 82 101 57 78 53 55
internal_value=0 0.00622387 0.00654258 0.00677273 0.00968227 0.0063344 0.00614528 0.00594216 0.00545953 0.00918993 0.000445415 -0.000361044 0.00157545 0.00806013 0.00656851 0.00516122
internal_weight=0 2730 2587 2494 326 2168 2114 2052 1787 265 143 218 158 273 195 142
internal_count=2948 2730 2587 2494 326 2168 2114 2052 1787 265 143 218 158 273 195 142
is_linear=0
shrinkage=0.16829


Tree=7830
num_leaves=21
num_cat=0
split_feature=1 52 1 4 3 457 1 16 41 4 123 4 51 11 16 16 3 40 4 133
split_gain=5.70173 1.01523 0.804791 0.572277 0.420791 0.398705 0.778089 0.333645 0.250234 0.23195 0.197558 0.179571 0.210054 0.194104 0.170676 0.156199 0.137372 0.125079 0.0716554 0.0704
threshold=0.10921500000000002 -0.24841999999999997 0.12381000000000002 0.31392000000000003 -0.020049999999999995 0.041935000000000007 0.088395000000000015 -0.4193599999999999 0.078150000000000011 0.24099500000000004 1.0000000180025095e-35 0.094220000000000012 0.10934000000000001 0.07677500000000001 -0.38959499999999997 -0.063769999999999979 0.25089000000000006 -1.0000000180025095e-35 0.032770000000000001 0.048695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 9 8 19 -4 10 -3 11 12 13 -1 -13 -14 17 -9 -6 -7
right_child=1 2 7 -5 18 6 -8 16 -10 -11 -12 14 15 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00077789865113052055 0.00080989247148950108 0.00074492185402820119 4.6625893796779063e-05 0.0004212556078810498 0.00023379715808488234 0.00085169288069991927 0.00035729599517268551 0.00024356069167912563 0.00093871523025771796 0.00045058987851674941 0.00056715506078946229 0.00074724788619083874 0.0007509942197017331 0.00094169338560292563 0.00050223589943919073 0.00050254119066566957 0.00015363646809176022 0.00046927757487287422 0.00040111971202696383 0.00068701628096705229
leaf_weight=1653 53 63 96 57 52 69 78 53 94 56 56 79 62 85 53 52 53 56 64 54
leaf_count=1653 53 63 96 57 52 69 78 53 94 56 56 79 62 85 53 52 53 56 64 54
internal_value=0 0.000375468 0.000328694 0.000749327 0.000468502 0.00075732 0.000615946 0.000201212 0.000770619 0.000606709 0.000762857 0.000768363 0.000776841 0.00078593 0.000649139 0.000637974 0.000292602 0.000359849 0.000326417 0.000779682
internal_weight=0 546 493 2392 235 2335 201 258 2134 119 2040 1984 1852 1738 132 114 162 109 116 123
internal_count=2938 546 493 2392 235 2335 201 258 2134 119 2040 1984 1852 1738 132 114 162 109 116 123
is_linear=0
shrinkage=0.0032998


Tree=7831
num_leaves=15
num_cat=0
split_feature=1 14 48 4 41 47 2 15 1455 49 15 0 4 15
split_gain=0.346216 0.220949 0.187323 0.208824 0.111015 0.098489 0.10351 0.275293 0.0935605 0.0987561 0.181087 0.109982 0.0805517 0.0779254
threshold=0.12000500000000001 0.073890000000000011 0.12174000000000001 -0.5109999999999999 0.082560000000000008 0.085585000000000008 0.13554000000000002 -0.40166999999999992 0.084775000000000017 -0.014479999999999998 -0.093959999999999988 -0.15184499999999998 -0.021269999999999997 -0.42075999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 13 -8 9 10 -5 -11 -10 -2
right_child=5 -3 -4 4 -6 -7 7 -9 12 11 -12 -13 -14 -15
leaf_value=-0.0032913756078118564 -0.0017321419019716434 0.014527600534469214 -0.0037718982561906599 -0.0050664896488559381 0.014161221580740494 0.0053408338951088288 0.003387245508679798 -0.013509055232562401 0.0074497955695498694 0.014158392015612326 0.0057768357379157781 0.0069771164487734674 -0.00075684023274469661 0.006787906927015047
leaf_weight=61 66 94 52 52 55 91 55 54 54 63 266 1829 90 56
leaf_count=61 66 94 52 52 55 91 55 54 54 63 266 1829 90 56
internal_value=0 0.00650223 0.00620239 0.0064131 0.00665958 0.000647909 -0.00119304 -0.00496692 0.00648355 0.0067548 0.00399806 0.00721719 0.00230817 0.00216397
internal_weight=0 2616 2522 2470 2409 322 231 109 2354 2210 318 1892 144 122
internal_count=2938 2616 2522 2470 2409 322 231 109 2354 2210 318 1892 144 122
is_linear=0
shrinkage=0.16829


Tree=7832
num_leaves=32
num_cat=0
split_feature=3 3 15 0 2 52 2 123 457 15 43 2 2 43 2 2 3 2 3 0 13 2 1446 13 52 0 2 2 15 3 3
split_gain=21.773 7.96754 6.25906 4.03679 2.84512 1.99324 1.98016 1.82819 1.33105 0.980089 1.25858 0.712034 0.692934 0.588082 0.559672 0.629893 0.475394 0.461436 0.283808 0.529813 0.218189 0.160788 0.149293 0.133121 0.0889105 0.072795 0.0963016 0.0946223 0.0618323 0.0596045 0.0309212
threshold=-0.053364999999999996 0.30863500000000005 -0.38214499999999996 -0.064994999999999983 0.12250500000000002 -0.43279999999999996 0.096435000000000007 0.080635000000000012 0.088020000000000001 -0.073759999999999978 -0.083479999999999985 0.081315000000000012 0.11366500000000002 -0.073079999999999992 0.10644500000000001 0.072175000000000017 -0.080594999999999986 0.14253500000000002 -0.15288999999999997 -0.095909999999999981 -0.083274999999999988 0.088905000000000026 0.083705000000000016 -0.059629999999999996 -0.5528599999999998 -0.076384999999999995 0.090485000000000024 0.081315000000000012 0.084630000000000025 -0.083644999999999983 -0.07249499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 6 7 24 16 8 14 -7 -11 -9 23 -2 15 -4 18 -3 -1 -20 22 -22 -21 -8 -5 26 27 28 -18 -25 -12
right_child=1 17 4 5 -6 9 12 11 -10 10 30 -13 -14 -15 -16 -17 25 -19 19 20 21 -23 -24 29 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0017653143359322094 -5.6794956583123814e-05 0.00016914662291829088 0.0011035609417927531 0.0015243245480235528 0.00051914262317462616 0.00048803897460103171 0.0013818476061563507 0.00049045982183069416 0.00076347285119340185 0.00062946783874282344 0.0012611902825482751 0.0010076012025571884 0.00091568848183649128 0.00042601643245274482 0.0010502184001925433 0.0014939233216909613 0.0013331759673869607 -0.00023398353747169868 0.0012842123346430473 0.0015748889475974998 0.0015386862230259738 0.0014049229527103454 0.0017403493994659442 0.0012913438669512694 0.0013260635593257961 0.0013123337732743512 0.0013323497412103926 0.0015548525039926957 0.0014752511810272768 0.0011240975907787444 0.0011413629739297762
leaf_weight=58 58 69 60 57 99 52 101 53 53 64 63 65 72 52 63 191 69 56 93 282 428 137 82 53 52 84 92 87 86 52 55
leaf_count=58 58 69 60 57 99 52 101 53 53 64 63 65 72 52 63 191 69 56 93 282 428 137 82 53 52 84 92 87 86 52 55
internal_value=0 0.000755437 0.000893566 0.00138908 0.00102958 0.00106097 0.00145243 0.0011337 0.00124874 0.000888887 0.00100322 0.000775624 0.00119603 0.000171123 0.00133053 0.00140075 0.00149998 -1.11739e-05 0.0015369 0.00152391 0.00154786 0.00150631 0.00161226 0.00129384 0.00143006 0.00140451 0.00142759 0.00146365 0.00141223 0.00120885 0.00120564
internal_weight=0 819 694 2119 584 343 1776 485 367 234 182 118 278 110 314 251 1498 125 1080 1022 929 565 364 206 109 418 334 242 155 105 118
internal_count=2938 819 694 2119 584 343 1776 485 367 234 182 118 278 110 314 251 1498 125 1080 1022 929 565 364 206 109 418 334 242 155 105 118
is_linear=0
shrinkage=0.0032998


Tree=7833
num_leaves=18
num_cat=0
split_feature=2 15 4 51 50 14 0 403 402 1213 43 15 13 50 0 15 43
split_gain=0.280351 0.430616 0.205511 0.168815 0.186812 0.149748 0.121187 0.10571 0.11379 0.106091 0.142319 0.112991 0.102813 0.0814891 0.0506343 0.0642204 0.0114219
threshold=0.13631000000000001 -0.035654999999999992 0.25367000000000006 0.095375000000000015 0.083315000000000014 0.073890000000000011 -0.06563999999999999 0.41580500000000004 0.11336500000000001 0.085475000000000009 -0.025879999999999997 0.087985000000000022 -0.10526999999999999 0.12170000000000002 -0.092134999999999981 -0.14733499999999997 -0.0043399999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 5 -5 7 -2 8 9 10 -1 -11 -4 -6 15 -14 -17
right_child=1 -3 12 4 13 -7 -8 -9 -10 11 -12 -13 14 -15 -16 16 -18
leaf_value=0.006027150326486902 0.0090399576345078121 -0.012457877800294557 -0.0039897823130418172 -0.0047013057865056456 0.0085769466612579844 0.01433533584690351 -0.00032577781452838611 0.0006201021831083839 0.014175685587554256 -0.00098711894078811705 0.0090452665512707284 0.0084636702290050003 -0.0023501911748914283 0.00029826315620201589 0.0073227221653139607 0.0062657601075030824 0.002684682974693822
leaf_weight=1064 81 58 62 72 98 81 75 73 64 93 766 58 60 52 75 54 52
leaf_count=1064 81 58 62 72 98 81 75 73 64 93 766 58 60 52 75 54 52
internal_value=0 -6.89425e-05 0.00624869 0.00676616 0.00233134 0.00721306 0.00452568 0.00693983 0.00716454 0.00693713 0.00729145 0.00263109 0.00210819 0.00571898 0.00368441 0.00202978 0.00452595
internal_weight=0 214 2724 2421 222 2199 156 2118 2045 1981 1830 151 303 150 241 166 106
internal_count=2938 214 2724 2421 222 2199 156 2118 2045 1981 1830 151 303 150 241 166 106
is_linear=0
shrinkage=0.16829


Tree=7834
num_leaves=17
num_cat=0
split_feature=4 2 123 14 13 13 457 2 481 48 481 51 2 2 4 2
split_gain=12.3858 4.31791 1.95261 1.41931 0.895426 0.765748 0.677988 0.542217 0.360941 0.358316 0.331983 0.289278 0.279004 0.21519 0.193511 0.0634748
threshold=0.31392000000000003 0.13631000000000001 1.0000000180025095e-35 0.073890000000000011 -0.0073899999999999999 -0.16392499999999996 0.062030000000000009 0.091290000000000024 -0.081369999999999984 0.08956500000000002 -0.087424999999999989 0.10692000000000002 0.081315000000000012 0.11693000000000002 0.6214050000000001 0.13631000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 14 -1 8 -8 10 -3 -7 -10 -4 -6 15 -2
right_child=4 9 12 -5 13 6 7 -9 11 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00094554545854254682 0.00057797723311529738 0.00083776845032731658 0.00073166822046587059 0.0017438154631674461 0.00091272854290496601 0.001354608333460976 0.0012626415920504212 0.00085137132814189567 0.0013399206800514384 0.00046560030794263042 0.001679516077677944 0.0011733462804174039 0.0010424994172671825 0.00064944105206642621 0.00027602457914874913 0.00042222969100915212
leaf_weight=60 69 57 52 88 74 77 96 56 1803 57 65 125 84 65 57 53
leaf_count=60 69 57 52 88 74 77 96 56 1803 57 65 125 84 65 57 53
internal_value=0 0.00128068 0.00130927 0.00133137 0.000590844 0.00131545 0.00132542 0.00111135 0.00134112 0.000651993 0.00150358 0.00132914 0.000923911 0.000789862 0.000436103 0.000510605
internal_weight=0 2620 2506 2370 318 2282 2222 152 2070 114 142 1928 136 139 179 122
internal_count=2938 2620 2506 2370 318 2282 2222 152 2070 114 142 1928 136 139 179 122
is_linear=0
shrinkage=0.0032998


Tree=7835
num_leaves=15
num_cat=0
split_feature=43 31 52 16 16 50 13 34 157 51 16 42 13 157
split_gain=0.171073 0.144469 0.126031 0.117402 0.137523 0.134477 0.113964 0.105603 0.104601 0.0864559 0.0749423 0.0448783 0.0207416 0.0128221
threshold=-0.50775499999999985 -0.019129999999999998 -0.41694999999999993 0.46043000000000006 0.073820000000000011 0.13695500000000002 -0.27740999999999993 -0.023104999999999997 -0.0042999999999999991 -0.18513499999999997 0.16703000000000004 0.085915000000000005 -0.48634999999999995 -0.051074999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 4 5 6 12 -8 -6 -3 -10 13 -4 -11
right_child=1 2 3 -5 8 -7 7 -9 10 11 -12 -13 -14 -15
leaf_value=0.014275471929258914 -0.0024535766072040287 0.013665885446692262 0.0014336855406553923 -0.0010476241885416431 0.016059433880873535 0.01259550209315863 0.012150630270567632 0.0045875981309344187 0.011212850714689528 0.010701762805941517 0.0023361768130091627 0.0038767284652757995 -0.0031253903177474699 0.0070857847708249719
leaf_weight=58 71 72 60 92 52 60 54 2012 55 62 54 86 53 59
leaf_count=58 71 72 60 92 52 60 54 2012 55 62 54 86 53 59
internal_value=0 0.0050251 0.00521737 0.00483597 0.00506226 0.00471911 0.0045014 0.00478615 0.00982326 0.00861757 0.00683172 0.00685296 -0.000688743 0.00895345
internal_weight=0 2842 2771 2492 2400 2239 2179 2066 161 279 109 207 113 121
internal_count=2900 2842 2771 2492 2400 2239 2179 2066 161 279 109 207 113 121
is_linear=0
shrinkage=0.16829


Tree=7836
num_leaves=18
num_cat=0
split_feature=4 0 0 4 0 12 1375 0 16 1375 130 12 15 12 12 0 15
split_gain=0.238192 0.115458 0.144202 0.104332 0.126137 0.164499 0.105518 0.13202 0.0994439 0.0998364 0.108929 0.092239 0.145001 0.128326 0.0817536 0.0244385 0.0139431
threshold=0.27998000000000006 -0.011064999999999998 -0.105195 -0.50139499999999992 -0.024974999999999997 0.086085000000000009 -0.10702499999999998 -0.22984499999999997 -0.016354999999999998 0.084780000000000008 0.0016050000000000003 0.08486500000000001 -0.0060599999999999994 0.086730000000000015 -0.075604999999999992 0.10923000000000001 -0.19153499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 15 6 -6 -5 -8 11 10 -10 12 -9 -13 -4 -1 -2
right_child=1 -3 14 4 5 -7 7 8 9 -11 -12 13 -14 -15 -16 -17 -18
leaf_value=0.0074940185989224566 0.0037203345086264509 0.0059275963566235556 -0.0017780304391000047 -0.001930031800948559 -0.0052054359059531836 0.0054538500802599624 0.013543281068846964 0.0043774057170126481 0.0051580906925130076 0.013452671884647691 0.011161417722211285 0.0092143679857183483 -0.0030977635144745926 0.0039844043132521946 -0.010959992257769341 0.012539648611258088 0.00023005174460798624
leaf_weight=62 65 71 57 61 82 82 52 189 715 53 98 158 120 861 54 53 67
leaf_count=62 65 71 57 61 82 82 52 189 715 53 98 158 120 861 54 53 67
internal_value=0 -3.6623e-05 -0.00178665 0.00486612 0.00463414 0.000113252 0.00495474 0.00514253 0.0049426 0.00634924 0.00588395 0.00402397 0.00146861 0.00479709 -0.00626112 0.00983502 0.00196236
internal_weight=0 314 243 2586 2471 164 2307 2246 2194 866 813 1328 309 1019 111 115 132
internal_count=2900 314 243 2586 2471 164 2307 2246 2194 866 813 1328 309 1019 111 115 132
is_linear=0
shrinkage=0.16829


Tree=7837
num_leaves=25
num_cat=0
split_feature=1 3 11 1 13 124 43 3 1 3 1 16 3 43 16 11 3 0 13 43 42 42 0 39
split_gain=8.45989 1.34037 0.675912 0.520244 0.474631 0.432482 0.42925 0.377518 0.209126 0.195739 0.271397 0.339657 0.348051 0.211475 0.177928 0.17576 0.166609 0.138762 0.156561 0.135921 0.113952 0.105305 0.0949772 0.0310485
threshold=0.10398500000000001 -0.031895 1.0000000180025095e-35 0.13257000000000002 -0.05171499999999999 -0.048219999999999992 -0.049999999999999996 -0.12077499999999998 0.13546500000000003 -0.073984999999999981 1.0000000180025095e-35 -0.08267999999999999 -0.012814999999999998 -0.064179999999999987 0.08215500000000002 0.086175000000000015 -0.086004999999999984 -0.10594499999999998 -0.078199999999999978 0.0066850000000000008 0.091035000000000019 -0.13719999999999996 -0.195045 0.087690000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 14 8 -1 -6 -7 23 17 13 -12 -13 -11 16 -4 -2 -9 20 -15 -19 -20 -8 -3
right_child=1 4 15 -5 6 7 22 9 -10 10 11 12 -14 19 -16 -17 -18 18 21 -21 -22 -23 -24 -25
leaf_value=0.0008729784143973907 0.00076260864854445058 0.00060507835580488512 0.0014319771710795722 0.00057140559638172946 0.00048242965996916421 0.00087227925777242418 0.00069097633745233663 0.00096737225402331994 0.0003297322590808933 0.0011291681755413601 0.00092676137403192166 0.0010063288657489011 0.0013243166582369069 0.00080041574644629568 0.0010627445135130509 0.0011839645859471136 0.0010076553616774485 0.0011602842397130538 0.0012329662481816394 0.00099214479415584149 0.0012850959935463973 0.0010926394337588171 0.00088111814958907416 0.00048636988874379314
leaf_weight=91 76 55 85 52 76 73 53 54 89 77 61 58 113 68 83 53 53 600 69 110 99 630 70 52
leaf_count=91 76 55 85 52 76 73 53 54 89 77 61 58 113 68 83 53 53 600 69 110 99 630 70 52
internal_value=0 0.000686621 0.0011121 0.000868904 0.000564703 0.00109732 0.000678569 0.00110745 0.000448914 0.00111629 0.00105797 0.00114059 0.00121667 0.000982669 0.000941709 0.00133698 0.00086356 0.00113582 0.0011423 0.000919098 0.00117801 0.00110654 0.000799474 0.000547718
internal_weight=0 659 2241 264 395 2103 199 2012 196 1939 487 232 171 255 212 138 129 1452 1398 178 699 699 123 107
internal_count=2900 659 2241 264 395 2103 199 2012 196 1939 487 232 171 255 212 138 129 1452 1398 178 699 699 123 107
is_linear=0
shrinkage=0.0032998


Tree=7838
num_leaves=27
num_cat=0
split_feature=1 151 12 13 155 34 12 13 12 13 13 43 150 1 1212 13 12 131 16 156 12 0 12 12 16 1
split_gain=0.273189 0.150389 0.136762 0.228351 0.112939 0.100086 0.136238 0.130966 0.0948439 0.0864456 0.194078 0.0812598 0.122219 0.215515 0.108654 0.0938443 0.0779155 0.0909059 0.0763208 0.0741288 0.0675934 0.0628223 0.0465757 0.0391815 0.0318713 0.015834
threshold=0.10398500000000001 0.044055000000000004 -0.0066799999999999993 -0.0064299999999999991 0.089885000000000007 -0.028269999999999997 -0.10063999999999999 -0.092844999999999997 -1.0000000180025095e-35 0.041960000000000004 0.065520000000000009 -0.011714999999999998 0.083205000000000015 0.091600000000000015 0.087455000000000019 0.001665 0.097910000000000011 0.089325000000000015 -0.087699999999999986 0.083785000000000012 0.085425000000000015 -0.055729999999999995 0.089995000000000006 0.098595000000000016 -0.017744999999999997 0.12122500000000001
decision_type=2 2 2 2 2 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 24 5 -2 -7 -8 25 11 -11 14 13 18 15 16 17 -4 20 -20 -13 -10 -12 -24 -1 -9
right_child=1 -3 9 -5 -6 6 7 8 21 10 22 12 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27
leaf_value=0.0024272902476313615 -0.0062787458264684966 0.0091852266369760582 0.0068457247953495701 0.018940591954585896 0.0079501523468686712 0.0086278693393842341 -0.0060442997517341883 -0.0050946506573192043 0.0011473065478969074 -0.0069231654222377346 0 0.0014018937956405051 -0.0036672943179443139 0.01184017233636587 0.012696406800168068 0.01281882106205286 0.00046805587264780259 0.0024093388723197677 0.00087808166029007821 0.006937579501211431 0.0075106253945501919 0.0071117062245814261 0.008836011830491125 0.0035411131527555225 0.008354555812951794 -0.00089195248349438808
leaf_weight=52 67 63 642 54 53 54 90 52 153 54 53 73 54 101 71 52 82 166 318 70 179 75 68 99 53 52
leaf_count=52 67 63 642 54 53 54 90 52 153 54 53 73 54 101 71 52 82 166 318 70 179 75 68 99 53 52
internal_value=0 0.00136401 0.00526582 0.0100339 0.000534255 -0.000186272 0.000667508 -0.000346859 0.00119222 0.00490082 0.0021044 0.00532362 0.00404379 0.00460816 0.00632625 0.00584422 0.0054347 0.00593651 0.00346405 0.00197592 0.00574816 0.00311716 0.00432842 0.00570788 0.00543626 -0.00301058
internal_weight=0 659 2241 159 596 543 476 422 332 2082 274 1808 795 741 1013 942 890 808 640 388 252 228 220 167 105 104
internal_count=2900 659 2241 159 596 543 476 422 332 2082 274 1808 795 741 1013 942 890 808 640 388 252 228 220 167 105 104
is_linear=0
shrinkage=0.16829


Tree=7839
num_leaves=26
num_cat=0
split_feature=4 12 4 0 2 11 2 40 12 0 16 0 4 16 39 12 4 16 16 132 12 12 2 16 49
split_gain=12.3814 2.89784 1.79168 1.52378 1.35929 0.807857 0.76034 0.735521 0.725237 0.706559 0.535694 0.534506 0.540808 0.397918 0.337859 0.228476 0.20209 0.183526 0.154389 0.116565 0.116378 0.114007 0.0653396 0.0360847 0.0223155
threshold=0.31392000000000003 0.056995000000000011 -0.17568999999999999 -0.076589999999999978 0.10384 1.0000000180025095e-35 0.14019000000000004 -1.0000000180025095e-35 0.093245000000000008 -0.042499999999999989 -0.065894999999999981 -0.105195 0.0029800000000000004 -0.018754999999999997 0.08955500000000001 0.08598500000000002 -0.50139499999999992 -0.42170999999999997 -0.095724999999999991 1.0000000180025095e-35 0.085585000000000008 0.092605000000000007 0.11366500000000002 -0.076439999999999994 0.0062600000000000008
decision_type=2 2 2 2 2 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 13 9 14 -5 -7 11 -6 -3 15 18 17 20 -1 22 -4 -17 -13 24 -2 -23 -14
right_child=6 5 3 7 10 8 -8 -9 -10 -11 -12 12 21 -15 -16 19 -18 -19 -20 -21 -22 23 -24 -25 -26
leaf_value=0.001407497609417122 0.00060633234530357014 0.00095156145894174926 0.0011401833037212963 0.00074942741450382839 0.00088078850537486833 0.0016101204128756812 0.00014831829204976107 0.00024414127615013538 0.0011559416608882107 0.00086972513839736877 0.00044020029721846292 0.0012718128400805969 0.0011006844576212161 0.0013264572593885285 0.00032374023684051138 0.001188349999461906 0.0011288144691710086 0.00044609217737361578 0.00089162664457775333 0.001306195134656944 0.0014391124979793387 0.00093512167453593006 0.00076936530831324228 0.0010475767852141944 0.0012118622037006171
leaf_weight=65 62 101 53 69 66 92 76 58 67 81 56 327 53 70 64 923 54 54 61 109 57 52 53 125 52
leaf_count=65 62 101 53 69 66 92 76 58 67 81 56 327 53 70 64 923 54 54 61 109 57 52 53 125 52
internal_value=0 0.00113457 0.000922192 0.000823409 0.000949657 0.00119205 0.000435568 0.000518944 0.00141896 0.00117284 0.00067884 0.00118647 0.00120042 0.00112903 0.000529112 0.00122686 0.00128133 0.000606677 0.00100749 0.00120083 0.00129674 0.00106749 0.000681776 0.00101474 0.00115608
internal_weight=0 2591 552 433 306 2039 309 127 159 1880 122 1799 1698 184 233 1416 119 169 114 1032 384 282 115 177 105
internal_count=2900 2591 552 433 306 2039 309 127 159 1880 122 1799 1698 184 233 1416 119 169 114 1032 384 282 115 177 105
is_linear=0
shrinkage=0.0032998


Tree=7840
num_leaves=24
num_cat=0
split_feature=10 16 2 41 4 10 2 475 16 16 16 2 13 4 2 16 16 15 51 13 2 150 42
split_gain=0.554195 0.352196 0.247524 0.255712 0.179277 0.15613 0.147601 0.116038 0.142032 0.118919 0.107978 0.100255 0.0948343 0.081041 0.0772133 0.16423 0.0941065 0.0818655 0.0796389 0.0821119 0.0612805 0.0592297 0.0390335
threshold=-0.014199999999999999 -0.090964999999999976 0.10393500000000001 0.083565000000000014 -0.096364999999999992 0.057650000000000007 0.096780000000000019 -0.065099999999999977 -0.42170999999999997 0.14976500000000001 -0.0070549999999999996 0.11263500000000001 -1.0000000180025095e-35 0.058025000000000007 0.087665000000000007 0.0054050000000000009 -0.0058899999999999985 -0.034094999999999993 -0.086234999999999992 -0.014549999999999999 0.11411 0.081245000000000026 0.079890000000000017
decision_type=2 2 2 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 14 12 -4 21 10 11 -10 -2 20 15 16 -6 -17 -16 -20 -11 -9 -13
right_child=2 -3 7 -5 5 -7 -8 8 9 13 -12 22 -14 -15 18 17 -18 -19 19 -21 -22 -23 -24
leaf_value=-0.016828367051116976 0.0034946180458521646 0.0012266548609779536 0.0075621706966656549 -0.0051788116784769944 0.0072805775512201814 -0.0021507327429686244 0.018428321943899876 0.0032011204161867235 -0.0064943379599645681 0.0020911614010321721 -0.0094110475498936867 -0.00063307665759136569 0.011615574972910025 -0.0020056293738642864 0.01056123598112422 0.0053177127053356176 0.013957830469424714 -0.0023523752890879041 0.0054885707309038096 0.0015369123413059719 0.0097409720885700529 0.010027322711381527 0.0050708385301056029
leaf_weight=53 70 72 100 57 854 69 54 101 61 66 52 83 100 59 59 88 65 71 420 233 55 57 57
leaf_count=53 70 72 100 57 854 69 54 101 61 66 52 83 100 59 59 88 65 71 420 233 55 57 57
internal_value=0 -0.0064143 0.00503003 0.00592473 0.00622944 0.00568543 0.0107362 0.00225656 0.00135579 -0.000216163 -0.00257246 -0.000794339 0.00828222 0.00308577 0.0059885 0.00689018 0.00775481 0.00188141 0.0046208 0.00408131 0.0055832 0.00567511 0.0016764
internal_weight=0 125 2831 2140 2083 1859 224 691 591 433 253 201 170 180 1790 1078 919 159 712 653 121 158 140
internal_count=2956 125 2831 2140 2083 1859 224 691 591 433 253 201 170 180 1790 1078 919 159 712 653 121 158 140
is_linear=0
shrinkage=0.16829


Tree=7841
num_leaves=24
num_cat=0
split_feature=1 3 124 4 4 1 123 1 484 4 16 457 1 11 3 4 124 3 15 133 158 484 3
split_gain=14.5702 2.76414 2.04362 1.04991 1.01805 0.649105 0.746948 0.521965 0.432815 0.393587 0.473057 0.314675 0.518473 0.246567 0.451228 0.206418 0.172246 0.322652 0.202676 0.16468 0.113026 0.0562123 0.0309083
threshold=0.10818500000000002 -0.06656999999999999 -0.048219999999999992 0.31392000000000003 0.043640000000000005 0.15390500000000004 0.089155000000000012 0.094775000000000012 -0.099444999999999992 0.27644500000000005 -0.055004999999999991 0.062030000000000009 0.081540000000000015 1.0000000180025095e-35 -0.12077499999999998 -0.15615999999999999 -0.0031349999999999993 0.28833000000000003 -0.07879499999999999 -1.0000000180025095e-35 0.078875000000000015 -0.23874499999999996 -0.080454999999999985
decision_type=2 2 2 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 8 6 16 -1 21 10 20 13 -13 14 -10 -15 -3 18 -18 -16 22 -4 -6
right_child=1 5 4 -5 9 -7 -8 -9 11 -11 -12 12 -14 15 19 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.0009673759312992862 0.0011451993727039796 0.0004188415798385534 0.001332851682801874 0.00059977529437900065 0.0011728089145537227 9.0035773890743617e-05 0.00021305159778943109 0.00052239290124262913 0.00090398990159748125 0.00075902424952819527 0.0008680009924548394 0.0012403397430029311 0.00078899914146015682 0.0012401472307315398 0.0012609098785338879 0.0015034249906690559 0.00059735695232999389 0.00045197697566598435 0.00088177124138950208 0.0011874391063876057 0.0012790174210294588 0.0014868462995884513 0.0010581525705213202
leaf_weight=56 100 64 60 63 52 55 87 60 54 54 89 61 52 81 540 58 59 76 53 979 63 60 80
leaf_count=56 100 64 60 63 52 55 87 60 54 54 89 61 52 81 540 58 59 76 53 979 63 60 80
internal_value=0 0.000573023 0.00116558 0.000934607 0.00118732 0.000423344 0.000477317 0.000737516 0.00121646 0.00101952 0.00106892 0.0012037 0.00103295 0.00121495 0.00120298 0.00135026 0.000568412 0.000619142 0.00073226 0.00121358 0.00116045 0.00141014 0.00110359
internal_weight=0 557 2399 163 2283 394 339 116 1945 338 284 1825 113 1712 1573 139 252 188 112 1519 195 120 132
internal_count=2956 557 2399 163 2283 394 339 116 1945 338 284 1825 113 1712 1573 139 252 188 112 1519 195 120 132
is_linear=0
shrinkage=0.0032998


Tree=7842
num_leaves=25
num_cat=0
split_feature=1 2 2 34 155 1 3 2 2 147 3 2 150 3 43 1429 1 42 42 42 133 2 159 42
split_gain=6.88606 1.61049 0.8553 0.793759 0.457174 0.528855 0.43444 0.408125 0.312423 0.201655 0.245773 0.234107 0.16114 0.158667 0.154676 0.123626 0.102742 0.0993313 0.150209 0.124271 0.0973596 0.0690363 0.0675089 0.0631971
threshold=0.11829500000000003 0.10393500000000001 0.17553000000000005 -0.078549999999999995 0.10579500000000001 0.08864000000000001 0.28833000000000003 -1.0000000180025095e-35 0.11504500000000002 0.087170000000000011 -0.12711499999999995 0.092320000000000013 0.090480000000000019 -0.0024599999999999995 -0.0068849999999999996 0.084895000000000012 0.085410000000000014 0.079890000000000017 -0.068499999999999991 0.097140000000000018 -0.088154999999999983 0.13730000000000001 0.011235000000000002 0.073240000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 5 17 7 -2 -9 10 23 13 14 15 -7 -12 -15 18 -3 -19 -13 -10 -22 -5
right_child=2 4 -4 9 -6 12 -8 8 21 -11 11 20 -14 16 -16 -17 -18 19 -20 -21 22 -23 -24 -25
leaf_value=0.00049845235645860323 0.00022679996353588657 0.00074187711748757061 -5.432586287009429e-05 0.00093023152065596897 0.0008677585086281763 0.00039973859247407708 0.00015816992945357096 0.0007303507291318319 0.00034429252681507724 0.00067343990513418458 0.00087162747846031188 0.00064432924444915148 0.00031690518789279228 0.0011060266102439701 0.00062154893676156695 0.00072178126676825127 0.00090023232148363512 0.00087141236854965576 0.00049970645359293897 0.00067078273908241677 0.00077806477721431002 0.0005169130714907322 0.00090563314115254872 0.0010761810649102697
leaf_weight=69 62 61 57 76 85 59 70 61 52 63 1239 52 53 52 86 66 61 64 54 77 257 53 60 67
leaf_count=69 62 61 57 76 85 59 70 61 52 63 1239 52 53 52 86 66 61 64 54 77 257 53 60 67
internal_value=0 0.000805585 0.000315475 0.000847619 0.000644711 0.000602873 0.000386327 0.000456221 0.000541696 0.00085969 0.000865752 0.00085508 0.000474264 0.000874554 0.000531538 0.000864076 0.000995246 0.000702207 0.000628469 0.000762099 0.000780152 0.00043176 0.000802321 0.00099886
internal_weight=0 2601 355 2062 539 454 298 228 166 1993 1930 1787 198 1418 145 1305 113 256 115 141 369 105 317 143
internal_count=2956 2601 355 2062 539 454 298 228 166 1993 1930 1787 198 1418 145 1305 113 256 115 141 369 105 317 143
is_linear=0
shrinkage=0.0032998


Tree=7843
num_leaves=18
num_cat=0
split_feature=10 16 4 4 0 3 4 0 16 3 133 51 52 16 16 13 484
split_gain=0.455465 0.26888 0.199474 0.123705 0.110299 0.0988872 0.112657 0.138935 0.128043 0.0968494 0.0941254 0.107754 0.0981942 0.105081 0.102227 0.0724099 0.0615583
threshold=-0.00189 -0.090964999999999976 0.043640000000000005 0.056815000000000011 -0.05226999999999999 -0.24175499999999997 -0.39175499999999991 -0.046614999999999997 0.25032500000000008 0.11391500000000002 0.10864000000000001 -0.40775499999999992 -0.068039999999999975 -0.11158 -0.42170999999999997 -0.096079999999999985 -0.099444999999999992
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 -3 -2 8 9 -7 15 11 -5 -13 14 -14 -8 -17
right_child=2 4 3 10 -6 6 7 -9 -10 -11 -12 12 13 -15 -16 16 -18
leaf_value=-0.012038621909993195 -0.00028280665449139329 0.0069806386284141254 -0.0044196760697850822 0.011353801157250668 -0.0037193076243820194 0.017396961998606918 0.011342724315381353 -0.00070576852140154071 0.0070786286083921552 1.0989833189243616e-06 -0.0018696109852083139 -0.0030995445066191673 0.0052397032050153633 0.011165145911360494 -0.001165292798671726 0.010452228830887578 0.0062719054738143995
leaf_weight=63 60 56 57 59 53 57 95 77 87 62 73 53 255 59 97 108 1585
leaf_count=63 60 56 57 59 53 57 95 77 87 62 73 53 255 59 97 108 1585
internal_value=0 -0.0032828 0.00563442 0.0030558 0.00176143 0.00642374 0.0066189 0.00627747 0.0111754 0.0065691 0.00377375 0.00456488 0.00369776 0.00457867 0.00346959 0.00679584 0.00653964
internal_weight=0 172 2784 653 109 2131 2071 1927 144 1850 596 523 464 411 352 1788 1693
internal_count=2956 172 2784 653 109 2131 2071 1927 144 1850 596 523 464 411 352 1788 1693
is_linear=0
shrinkage=0.16829


Tree=7844
num_leaves=26
num_cat=0
split_feature=2 12 1 484 12 40 14 4 4 1 52 43 12 1 43 4 157 133 484 13 13 4 2 52 0
split_gain=0.337643 0.185795 0.193016 0.25442 0.131013 0.14953 0.123395 0.122739 0.109842 0.181413 0.159528 0.123638 0.0860021 0.104089 0.13429 0.0833342 0.0662492 0.0642107 0.0871509 0.0582188 0.0758247 0.0567203 0.054749 0.0416775 0.0394636
threshold=0.17553000000000005 0.083885000000000015 0.083250000000000005 0.021395000000000001 0.081320000000000017 -1.0000000180025095e-35 -0.13131999999999996 0.40052000000000004 -0.17568999999999999 0.089875000000000024 0.013340000000000001 -1.0000000180025095e-35 0.086675000000000016 0.084675000000000014 0.069620000000000015 -0.12685999999999997 -0.07056999999999998 0.086100000000000024 0.0017200000000000004 0.15415000000000004 -0.014549999999999999 -0.08231999999999999 0.084505000000000011 -0.018094999999999997 -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
left_child=1 2 3 4 5 -1 -4 12 -8 -10 11 -11 17 15 16 -14 -15 18 21 20 -17 -3 -23 -19 -18
right_child=-2 7 6 -5 -6 -7 8 -9 9 10 -12 -13 13 14 -16 19 24 23 -20 -21 -22 22 -24 -25 -26
leaf_value=0.0061619528837465586 -0.0072846183376537596 0.0045933261069033672 0.0066633750972027866 -0.002766582075853649 0.0038463931064667929 0.018127296069529904 0.0052211012971170546 -0.0021037042780010381 -0.010407551020016495 -0.0019273413040483685 -0.0073235922553082549 0.0046753010631076985 -0.001772760145237179 0.011083173323674204 0.014277154369903322 0.0052563347338824137 0.0073845692301006656 0.0080137989945161942 0.015267295862957993 0.0092410881154250946 0.0019209865719380908 0.0055586285606675379 0.012525116497250514 0.0020477465071154716 0.0039209691255182129
leaf_weight=54 70 96 90 65 76 67 92 59 53 148 68 175 65 63 63 542 149 61 55 67 303 52 88 75 260
leaf_count=54 70 96 90 65 76 67 92 59 53 148 68 175 65 63 63 542 149 61 55 67 303 52 88 75 260
internal_value=0 0.00453475 0.00250556 0.00634187 0.00935631 0.0128022 0.000897085 0.00543572 -6.77837e-05 -0.00116773 8.01373e-05 0.00164438 0.00566605 0.00506703 0.00695859 0.00402939 0.00597794 0.00778296 0.00920038 0.00444489 0.00406247 0.00777886 0.0099504 0.00473691 0.00518716
internal_weight=0 2886 888 262 197 121 626 1998 536 444 391 323 1939 1512 535 977 472 427 291 912 845 236 140 136 409
internal_count=2956 2886 888 262 197 121 626 1998 536 444 391 323 1939 1512 535 977 472 427 291 912 845 236 140 136 409
is_linear=0
shrinkage=0.16829


Tree=7845
num_leaves=32
num_cat=0
split_feature=12 15 12 52 0 49 49 15 14 457 0 15 15 475 0 41 0 0 0 394 481 403 15 51 12 1213 12 12 52 15 12
split_gain=2.97761 0.799943 0.613779 0.386367 0.450387 0.384672 0.371658 0.338575 0.241097 0.220417 0.218091 0.403502 0.175688 0.160871 0.139319 0.134224 0.152989 0.119418 0.186491 0.0984846 0.0744943 0.103579 0.0603791 0.0734006 0.0574731 0.0468314 0.0444964 0.0654055 0.0488716 0.0434723 0.0376907
threshold=0.056995000000000011 -0.2987999999999999 0.092855000000000007 -0.088284999999999988 -0.087984999999999994 0.10570500000000001 -0.022974999999999999 -0.0025249999999999995 -0.41992499999999994 0.092890000000000014 -0.15445999999999996 -0.09547499999999999 -0.024929999999999997 -0.087994999999999976 -0.073104999999999989 0.075585000000000013 -0.11073999999999999 0.11737000000000002 -0.049024999999999992 -0.014749999999999997 -0.087424999999999989 -0.17184499999999997 0.10189000000000002 -0.21463999999999997 -0.082039999999999988 -0.019864999999999997 0.097240000000000007 0.10184000000000001 0.023800000000000005 0.084845000000000018 0.11395500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 12 5 9 -4 -6 -1 10 -5 -12 -3 -2 25 16 -15 18 22 29 -21 -22 23 -16 -10 -8 28 -28 -27 -18 -29
right_child=2 3 6 4 7 -7 14 -9 24 -11 11 -13 -14 15 17 -17 19 -19 -20 20 21 -23 -24 -25 -26 26 27 30 -30 -31 -32
leaf_value=0.00046311640874300669 0.00060529612515223977 0.00081275772762275024 0.00043054697084034135 0.00081465571489934237 0.00021551902494505571 0.00031918709738598612 0.00081848074846238887 0.00051468546716752024 0.00012809269381706427 0.00043666356494684566 0.00076069136256767995 0.00037354962086455745 0.00059044759345373214 0.00061570692923141994 0.00070225732201629858 0.00091700231996573033 0.00094909375029591711 0.00075979115238387852 0.00044187239568272232 0.00065294914294595705 0.0008902237131031464 0.00076852891487716945 0.00073974633370501772 0.00056370582385963303 0.00028086580429130493 0.0006048759753371775 0.00084971807387134736 0.00065317706997896252 0.00072605592672924323 0.00080756463518747411 0.0007766182548216916
leaf_weight=59 60 71 71 80 85 53 56 81 58 52 67 53 90 65 71 79 55 71 61 57 88 864 62 115 52 76 52 72 82 52 52
leaf_count=59 60 71 71 80 85 53 56 81 58 52 67 53 90 65 71 79 55 71 61 57 88 864 62 115 52 76 52 72 82 52 52
internal_value=0 0.000494583 0.000730297 0.000548571 0.000500595 0.00057607 0.000660341 0.00036171 0.000292478 0.000629957 0.000680037 0.000589997 0.000688704 0.00077484 0.000681484 0.000782886 0.000773884 0.000635766 0.000607154 0.000783066 0.000772683 0.000779815 0.000647666 0.000616783 0.000200633 0.00072594 0.000710318 0.000748118 0.00066799 0.000880643 0.000705227
internal_weight=0 801 2161 632 471 305 841 166 169 252 200 120 161 1320 770 1260 1181 380 309 1116 1009 952 248 186 110 390 334 176 158 107 124
internal_count=2962 801 2161 632 471 305 841 166 169 252 200 120 161 1320 770 1260 1181 380 309 1116 1009 952 248 186 110 390 334 176 158 107 124
is_linear=0
shrinkage=0.0032998


Tree=7846
num_leaves=29
num_cat=0
split_feature=3 3 39 2 2 2 2 0 2 2 2 3 3 394 0 2 47 3 156 3 1211 0 3 0 2 2 2 2
split_gain=7.45262 2.1595 1.88561 1.17195 0.898221 0.778463 1.01096 0.640301 0.444612 0.392175 0.360071 0.27328 0.203103 0.198503 0.197667 0.153742 0.150521 0.138012 0.136595 0.0979603 0.0962141 0.0906637 0.132607 0.0304626 0.0278696 0.0237012 0.0707106 0.0189715
threshold=-0.059315 0.30863500000000005 0.082115000000000007 0.11366500000000002 0.10406500000000002 -1.0000000180025095e-35 0.094985000000000014 -0.064994999999999983 0.088135000000000005 0.090020000000000017 0.078775000000000012 -0.14088999999999999 -0.097199999999999995 -0.014749999999999997 -0.11991499999999998 0.11978500000000002 0.10364500000000001 -0.14884499999999998 0.07881500000000001 0.41720500000000005 0.077725000000000016 -0.083804999999999977 -0.077054999999999985 -0.085144999999999985 0.093595000000000025 0.091915000000000011 0.095965000000000009 0.093320000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 10 -4 -7 9 -9 13 -2 -10 -5 23 -6 -8 17 -15 27 -3 -19 25 24 -1 -23 -11 -27 -12
right_child=1 19 5 12 14 6 15 8 11 21 18 -13 -14 16 -16 -17 -18 20 -20 -21 -22 22 -24 -25 -26 26 -28 -29
leaf_value=0.0013795270505832251 0.00083579121161044445 0.00023126713308875015 0.00034685068440810414 0.00070562106311416865 0.00066769893110278785 0.0011077154334760927 0.00069427021235866481 0.00079643318181812006 0.0012146806680263689 0.00094369457032953178 0.0011118624751095202 0.00090619283664336147 0.00093952086738949639 0.0013459810244183168 0.0008882617608213779 0.00048151437420190519 0.0010216165722715649 0.0011796718471732096 0.0012517921542541327 0.00042481613635531458 0.0010670508000334327 0.0011096909983863291 0.00099447911803848994 0.0012583544566020502 0.0011963307710424872 0.001130972849756168 0.00096973859568102148 0.0010127551313622032
leaf_weight=52 55 63 91 72 100 53 69 100 79 54 64 54 98 53 83 84 76 890 77 54 99 103 86 65 102 55 79 52
leaf_count=52 55 63 91 72 100 53 69 100 79 54 64 54 98 53 83 84 76 890 77 54 99 103 86 65 102 55 79 52
internal_value=0 0.00073751 0.000804417 0.00110423 0.000943969 0.000601784 0.000714229 0.00112722 0.000963983 0.0011494 0.00107373 0.00108969 0.000840665 0.00118075 0.000767928 0.000577693 0.00116693 0.0011775 0.00114135 0.000320899 0.00116843 0.00106847 0.00110625 0.00131251 0.00115297 0.0010098 0.00103618 0.00106774
internal_weight=0 845 728 2117 431 297 206 1947 233 1714 248 133 170 1235 183 153 1118 1042 193 117 989 479 291 117 205 188 134 116
internal_count=2962 845 728 2117 431 297 206 1947 233 1714 248 133 170 1235 183 153 1118 1042 193 117 989 479 291 117 205 188 134 116
is_linear=0
shrinkage=0.0032998


Tree=7847
num_leaves=19
num_cat=0
split_feature=2 42 16 50 457 12 31 16 16 133 3 41 13 12 12 48 12 0
split_gain=0.143285 0.197435 0.116287 0.111002 0.183179 0.09008 0.184223 0.0873063 0.0975873 0.0731889 0.16336 0.0948887 0.129892 0.156234 0.154147 0.0670066 0.0701593 0.0341773
threshold=-0.0098549999999999974 0.14527500000000002 -0.53870999999999991 0.10114000000000002 -0.081909999999999997 0.084595000000000017 -1.0000000180025095e-35 -0.039209999999999995 -0.067169999999999994 -0.037434999999999989 -0.096099999999999977 1.0000000180025095e-35 -0.092984999999999984 -0.083979999999999985 0.081320000000000017 0.081520000000000023 0.085655000000000023 -0.089044999999999985
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 9 -5 6 -1 8 17 10 -4 12 14 -14 -11 16 -12 -6
right_child=1 -3 3 4 7 -7 -8 -9 -10 11 15 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0051766161099825493 -0.00074938449899680229 0.015190806449931893 -0.0035836677421685345 -0.0060014682877775555 0.0080628973230282945 0.0066292022944049681 -0.0072148873677793622 0.0097958767925386183 -0.0035923184954326851 0.0065685773052795941 0.0006745062265264525 0.012667750457663914 -0.00013525407165649101 0.0070318273697034762 -0.0037846118462160345 0.0100201827869032 0.0058315305848959508 0.0029193556189521857
leaf_weight=62 88 58 68 58 58 52 75 65 52 85 106 66 91 1465 78 71 260 104
leaf_count=62 88 58 68 58 58 52 75 65 52 85 106 66 91 1465 78 71 260 104
internal_value=0 0.00545892 0.00525036 0.00545202 0.00259082 0.000659006 -0.00159394 0.00438347 0.00273112 0.00587229 0.00407373 0.00638012 0.00613767 0.00661152 0.00160327 0.00526939 0.00434287 0.00477196
internal_weight=0 2773 2715 2627 337 189 137 279 214 2290 505 1785 1719 1556 163 437 366 162
internal_count=2962 2773 2715 2627 337 189 137 279 214 2290 505 1785 1719 1556 163 437 366 162
is_linear=0
shrinkage=0.16829


Tree=7848
num_leaves=20
num_cat=0
split_feature=1 10 10 2 147 0 2 14 51 2 13 0 1 1 48 1 51 1 1
split_gain=8.54494 1.17527 0.869562 0.863673 0.517147 0.323439 0.296612 0.278439 0.265356 0.245179 0.205552 0.204168 0.22109 0.182975 0.161289 0.113482 0.11319 0.0498983 0.0463156
threshold=0.10398500000000001 -0.00098999999999999978 0.057650000000000007 0.11504500000000002 0.089245000000000005 -0.13619499999999998 0.11366500000000002 0.064610000000000015 0.11355500000000002 -0.013084999999999998 0.25472500000000003 -0.10934999999999999 0.083670000000000008 0.13300500000000001 0.10327000000000001 0.12040000000000002 -0.22964499999999996 0.13522500000000001 0.11277000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 13 3 5 6 -3 7 9 15 -1 11 12 -11 -2 -13 -5 -8 -17 -7
right_child=1 2 -4 8 -6 18 16 -9 -10 10 -12 14 -14 -15 -16 17 -18 -19 -20
leaf_value=0.00070854137832555787 0.00034931363186531991 0.00055996863699442931 0.00017072424486982697 0.00050101067278301905 0.0006094594121656816 0.0007596093728932902 0.00091294326513596065 0.0011332431944182559 0.00067729098022904072 0.00095157127044938382 0.0007527809825794954 0.00096560220312668385 0.00073027539300244109 8.8902016568750966e-05 0.00078947297601205367 0.00026484104938699816 0.00072171952891388069 0.00041183349200965232 0.00087339388108520217
leaf_weight=52 53 73 55 87 56 78 55 82 53 106 63 1624 96 67 61 53 98 52 98
leaf_count=52 53 73 55 87 56 78 55 82 53 106 63 1624 96 67 61 53 98 52 98
internal_value=0 0.000500498 0.000565196 0.000609044 0.000924488 0.000746146 0.000932359 0.000942743 0.000469559 0.000934922 0.000940941 0.000947204 0.000846575 0.000204211 0.000959247 0.000412033 0.00079069 0.000337973 0.000823167
internal_weight=0 669 549 494 2293 249 2237 2084 245 2002 1950 1887 202 120 1685 192 153 105 176
internal_count=2962 669 549 494 2293 249 2237 2084 245 2002 1950 1887 202 120 1685 192 153 105 176
is_linear=0
shrinkage=0.0032998


Tree=7849
num_leaves=16
num_cat=0
split_feature=9 42 11 3 133 43 0 50 51 3 15 16 159 16 42
split_gain=0.138441 0.130669 0.104286 0.100839 0.192091 0.137952 0.10823 0.0979123 0.218485 0.124495 0.0931179 0.0786958 0.0649892 0.0249973 0.019498
threshold=0.09011000000000001 0.14527500000000002 0.080455000000000013 -0.09738999999999999 -0.0043399999999999992 -0.12788999999999998 0.080385000000000012 0.10861000000000003 0.10570500000000001 -0.082234999999999989 -0.011959999999999998 0.24624500000000002 -0.41771999999999992 -0.034884999999999992 -0.048604999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 14 7 8 9 -5 12 -4 -9 -7 -6
right_child=-2 -3 11 6 5 13 -8 10 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.0062208772071141918 -0.0027714217793932579 0.01299050801191525 0.0057740601891411586 0.007032980840207953 0.0060361557470444728 0.0023969077973791521 -0.002147359465438732 0.0091124242926841226 0.016361339049909138 0.0042971001219027066 -0.0021210176316160938 0.013672671057084059 0.0020690939962957123 -0.0027937570860404044 0.010701743729936592
leaf_weight=67 65 58 82 746 54 52 58 57 52 1297 94 65 109 53 53
leaf_count=67 65 58 82 746 54 52 58 57 52 1297 94 65 109 53 53
internal_value=0 0.00506424 0.00490167 0.00466198 0.00162336 0.0041109 0.00501257 0.00518968 0.00557247 0.00529698 0.00209832 0.00927887 0.00449841 -0.000206032 0.00836394
internal_weight=0 2897 2839 2692 279 212 2413 2355 2095 2043 260 147 166 105 107
internal_count=2962 2897 2839 2692 279 212 2413 2355 2095 2043 260 147 166 105 107
is_linear=0
shrinkage=0.16829


Tree=7850
num_leaves=21
num_cat=0
split_feature=4 2 39 0 2 4 15 0 2 39 4 0 14 0 4 15 42 42 2 42
split_gain=5.47959 2.33919 0.834966 0.817685 0.726918 0.487293 0.476596 0.387915 0.331572 0.319068 0.261433 0.545165 0.248908 0.279522 0.243345 0.200717 0.108639 0.137513 0.038408 0.0294836
threshold=0.31392000000000003 0.10085000000000001 0.08481000000000001 -0.095724999999999991 0.15086000000000002 0.016670000000000001 -0.43091499999999999 -0.10147999999999999 -1.0000000180025095e-35 0.084075000000000011 -0.17568999999999999 -0.063204999999999983 0.073890000000000011 -0.105195 0.054720000000000012 -0.095814999999999997 0.096935000000000007 0.079890000000000017 0.11043500000000002 -0.048604999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 5 16 -3 9 -8 -4 -2 -1 12 13 15 -15 -12 17 18 -5 -20
right_child=6 3 8 4 -6 -7 7 -9 -10 -11 11 -13 -14 14 -16 -17 -18 -19 19 -21
leaf_value=0.001049943842056082 0.00061924686909581371 0.00027234855585710693 0.000389095496397694 0.00079977299939667796 0.0003426902545169122 0.00061210171726283505 0.00037268801240091426 4.6210980857292177e-05 0.00075402456126391626 0.00031871591337123841 0.0008646683833840351 0.00059824119664663095 0.0010684192868764444 0.00089685011329767618 0.00070655432647001538 0.00062635102675561273 0.0006515961691465833 0.00091733342832326411 0.00076709485972165461 0.00065401149568754648
leaf_weight=94 83 91 52 97 52 94 86 74 58 73 75 78 76 1442 79 83 81 73 53 64
leaf_count=94 83 91 52 97 52 94 86 74 58 73 75 78 76 1442 79 83 81 73 53 64
internal_value=0 0.000808848 0.000862405 0.000628468 0.000709122 0.00044517 0.000348861 0.000221913 0.000581833 0.00047884 0.000878403 0.000869586 0.000881626 0.00087315 0.000886989 0.000739699 0.000760805 0.000791504 0.000748417 0.000705538
internal_weight=0 2642 2037 605 420 185 316 160 110 156 1927 1833 1755 1679 1521 158 368 287 214 117
internal_count=2958 2642 2037 605 420 185 316 160 110 156 1927 1833 1755 1679 1521 158 368 287 214 117
is_linear=0
shrinkage=0.0032998


Tree=7851
num_leaves=22
num_cat=0
split_feature=48 40 4 14 16 16 40 4 4 1375 402 403 160 3 42 3 403 3 3 403 48
split_gain=0.278496 0.161947 0.116424 0.114411 0.159991 0.177486 0.134141 0.106319 0.150275 0.0734657 0.0748174 0.0710799 0.0782535 0.0852 0.0724349 0.162222 0.0987751 0.0646564 0.108588 0.057504 0.0416096
threshold=0.12036500000000001 0.0023950000000000004 0.0054350000000000015 -0.45282499999999992 -0.15381999999999998 -0.10982499999999999 -0.069544999999999982 0.41823000000000005 0.24099500000000004 -0.07520499999999998 -0.16273499999999996 -0.081224999999999992 -0.019279999999999995 -0.082714999999999997 0.073240000000000013 -0.10337499999999998 -0.024654999999999996 0.0098450000000000013 -0.059315 -0.084794999999999995 0.13991500000000004
decision_type=2 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 -5 8 -8 -1 19 12 -12 -14 16 -16 -13 18 -7 -11 -2
right_child=20 -3 3 4 5 17 7 -9 -10 10 11 14 13 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=0.010408474657739013 -0.00099522567712391919 -0.0031876927263973977 0.010225156642840199 -0.0012880242758883714 -0.0096471557338141233 3.8612029667666438e-05 0.0098031530017885088 0.011799112676351396 0.00064415363837278005 0.012216619162988883 -0.002206015879832459 0.010914268617885994 0.0059114750682494957 -0.00035454573750721188 0.014471900192604826 0.0055924507900522039 0.0034111054712046875 -0.0042324559877995986 0.0084597604725925087 0.0047324011972943777 -0.0075548275543651996
leaf_weight=73 55 80 53 87 52 158 85 73 127 69 77 54 186 91 64 689 665 52 60 52 56
leaf_count=73 55 80 53 87 52 158 85 73 127 69 77 54 186 91 64 689 665 52 60 52 56
internal_value=0 0.00426386 0.00447995 0.00267982 0.002101 -0.000640549 0.0044789 0.00624563 0.00432487 0.00514475 0.00494647 0.00467588 0.0025249 0.00384648 0.00519195 0.00634953 0.00397712 0.0010874 0.0023646 0.00901511 -0.00432076
internal_weight=0 2847 2767 747 694 322 372 285 212 2020 1947 1826 354 277 1472 753 719 270 218 121 111
internal_count=2958 2847 2767 747 694 322 372 285 212 2020 1947 1826 354 277 1472 753 719 270 218 121 111
is_linear=0
shrinkage=0.16829


Tree=7852
num_leaves=27
num_cat=0
split_feature=2 9 1 2 2 3 15 15 475 475 475 42 3 9 42 15 49 2 3 3 42 2 42 42 1 15
split_gain=0.22627 0.161392 0.140787 0.16262 0.143306 0.120717 0.0920262 0.0896585 0.0839356 0.104229 0.0770615 0.0714601 0.0746737 0.0857855 0.0598421 0.0931685 0.116369 0.0576467 0.132194 0.112243 0.056605 0.0703628 0.0540305 0.0524343 0.032389 0.0252424
threshold=0.092155000000000015 0.083710000000000021 0.089370000000000019 0.093200000000000019 0.10709500000000001 -0.23098999999999997 -0.030729999999999997 -0.46772999999999992 -0.088544999999999985 -0.085684999999999997 -0.08317999999999999 -0.14768499999999998 0.0066850000000000008 -1.0000000180025095e-35 0.099665000000000017 -0.2987999999999999 0.016520000000000003 0.097005000000000022 -0.092109999999999984 -0.080694999999999975 0.089895000000000017 0.11297 -1.0000000180025095e-35 -0.076394999999999977 0.087225000000000011 -0.011959999999999998
decision_type=2 2 2 2 2 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 6 -6 -4 -7 -1 -10 -11 -12 13 -13 15 -9 -17 19 -19 -5 22 -22 23 -20 -14 -21
right_child=2 -3 4 17 5 7 -8 14 9 10 11 12 24 -15 -16 16 -18 18 20 25 21 -23 -24 -25 -26 -27
leaf_value=-0.0010507063240439427 -0.0055959689836059968 -0.0023328877949723025 -0.010256019923140085 0.012611874386707085 0.0082757480472446902 0.0062725473386210061 -0.00089761640961183908 -0.0065061379897332601 0.012183635976819937 -0.00037039504084272599 -0.00099760476466845141 -0.00065199427358817006 0.0067202469147843976 0.0052993866196124418 -0.0064873451169137428 0.0044100379434866667 -0.0040055667015684695 -0.0041188610948836519 0.0076877167007739795 0.0059984893428952279 -0.0016257623880727159 0.005292602829683273 0.010186909591233435 0.00096191465390007473 0.012661522053109744 0.00078493967402063522
leaf_weight=65 55 93 61 58 55 52 59 53 57 76 52 72 56 1254 52 131 72 64 63 53 82 84 63 70 52 54
leaf_count=65 55 93 61 58 55 52 59 53 57 76 52 72 56 1254 52 131 72 64 63 53 82 84 63 70 52 54
internal_value=0 0.00447879 0.00147063 0.00314319 -0.000545585 0.000931781 -0.00566978 -0.000185224 0.00485604 0.00509429 0.00483444 0.00510185 0.00532428 0.00497488 -0.00128133 -0.000216841 0.00141634 0.00395952 0.00291758 0.00663872 0.00416656 0.00186427 0.00610729 0.00416133 0.0095975 0.00338414
internal_weight=0 1777 1181 646 535 415 120 360 1684 1619 1562 1486 1434 1326 308 256 203 591 426 165 362 166 196 133 108 107
internal_count=2958 1777 1181 646 535 415 120 360 1684 1619 1562 1486 1434 1326 308 256 203 591 426 165 362 166 196 133 108 107
is_linear=0
shrinkage=0.16829


Tree=7853
num_leaves=14
num_cat=0
split_feature=48 40 132 3 133 43 43 3 132 3 4 0 15
split_gain=0.162786 0.13701 0.082744 0.23362 0.153081 0.0828134 0.189637 0.154989 0.125451 0.120369 0.0969905 0.196762 0.159803
threshold=0.13661500000000001 0.0023950000000000004 0.099410000000000012 0.31351000000000001 0.11440000000000002 -0.081314999999999985 -0.080064999999999983 -0.013174999999999997 0.086470000000000005 -0.082054999999999975 -0.032169999999999997 -0.10028499999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 7 -7 8 9 -1 11 -8 -12
right_child=-2 -3 4 -5 -6 6 10 -9 -10 -11 12 -13 -14
leaf_value=0.0044683944332658872 -0.0055280389976873423 -0.0038132354919167178 0.012420931385204153 -0.0072931656535886649 0.0010645097485737997 -0.0073062899520668911 0.01336570558006675 -0.0041461676404561804 -0.0023401983875869226 0.0094656635749679457 0.0022790557292471703 0.0033222656992674461 -0.0052988439163245199
leaf_weight=525 66 83 73 62 63 54 59 54 58 186 682 904 89
leaf_count=525 66 83 73 62 63 54 59 54 58 186 682 904 89
internal_value=0 0.00291566 0.00311513 0.00290797 0.00717345 0.00315089 0.00250564 0.00455055 0.00516357 0.00577822 0.00281224 0.00393946 0.00140197
internal_weight=0 2892 2809 2673 136 2611 1788 823 769 711 1734 963 771
internal_count=2958 2892 2809 2673 136 2611 1788 823 769 711 1734 963 771
is_linear=0
shrinkage=0.16829


Tree=7854
num_leaves=30
num_cat=0
split_feature=12 12 2 2 12 2 3 0 16 0 2 16 0 12 16 3 0 474 42 3 49 42 16 49 16 0 13 16 0
split_gain=6.41524 1.77002 1.13917 2.54034 0.607817 0.504216 0.353701 0.42022 0.309901 0.26265 0.246233 0.227445 0.200044 0.194694 0.175204 0.170095 0.20379 0.134423 0.124995 0.114 0.0995035 0.0774913 0.143388 0.0944814 0.0664004 0.0746701 0.0593216 0.0561902 0.060026
threshold=0.056995000000000011 0.14472000000000004 0.10433000000000002 0.072175000000000017 0.095330000000000012 0.14808000000000002 -0.15415499999999996 -0.11742499999999999 -0.27637999999999996 -0.081484999999999988 0.092250000000000013 -0.33811499999999994 -0.094299999999999981 0.088245000000000004 0.0060400000000000011 0.0012800000000000001 -0.065939999999999985 0.085630000000000012 0.097025000000000014 0.088880000000000015 0.091540000000000024 0.086745000000000003 -0.088604999999999975 -0.0096099999999999988 -0.090044999999999986 -0.072924999999999976 0.053700000000000005 0.31497000000000003 -0.05937499999999999
decision_type=2 2 2 2 2 2 2 2 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 6 9 -2 -8 -6 11 19 -4 -12 21 24 16 -1 20 27 -5 -15 23 -23 -9 -10 26 -26 -16 -29
right_child=1 -3 5 10 8 -7 7 13 14 -11 12 -13 -14 17 18 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30
leaf_value=0.00062675752877891207 0.0011767888641488259 0.0003791631665382467 0.00055251492018580639 0.0011215652339242384 0.00059731048942826982 0.0002199502053847962 0.0006810579739028672 0.00092706252131140613 0.0008258935072453646 0.00063918511323455727 0.00065821932099005467 0.00031999026059914765 0.00094460619696934011 0.00092647916179539036 0.00074791339123697924 0.00026128589610022814 0.00034557290381135767 0.0010759372425699237 0.00066660124132250946 0.00091394966584203955 0.00079401656406927906 0.0011009226824107044 0.0008957579236619224 0.0010487517038663601 0.0010725319376314079 0.00087775392478207535 0.00092451259489061827 0.00079648302682017624 0.00094972211034762932
leaf_weight=52 85 65 88 63 52 89 59 90 69 103 54 98 55 511 52 66 63 61 61 59 75 52 151 428 68 102 63 54 70
leaf_count=52 85 65 88 63 52 89 59 90 69 103 54 98 55 511 52 66 63 61 61 59 75 52 151 428 68 102 63 54 70
internal_value=0 0.00091638 0.000568899 0.000689072 0.000932967 0.000437825 0.000968197 0.000955748 0.000842776 0.000504799 0.000918548 0.000430191 0.00080305 0.000967569 0.000866392 0.00039601 0.000473024 0.000925324 0.000798103 0.00102145 0.000909586 0.00100543 0.000948486 0.00102768 0.000919867 0.000947544 0.00100162 0.000843481 0.000883273
internal_weight=0 2168 790 412 2103 378 1512 1427 591 289 231 186 109 1368 539 181 115 647 237 122 586 721 203 518 302 233 131 176 124
internal_count=2958 2168 790 412 2103 378 1512 1427 591 289 231 186 109 1368 539 181 115 647 237 122 586 721 203 518 302 233 131 176 124
is_linear=0
shrinkage=0.0032998


Tree=7855
num_leaves=20
num_cat=0
split_feature=9 0 11 52 2 12 13 13 52 4 4 1209 0 151 1429 2 47 474 4
split_gain=0.173349 0.193407 0.202999 0.171129 0.23024 0.139651 0.145254 0.274426 0.115344 0.319229 0.257834 0.0997668 0.0975147 0.0818803 0.0698813 0.108094 0.119889 0.0584685 0.0306239
threshold=-1.0000000180025095e-35 -0.13409999999999997 0.091055000000000011 -0.020789999999999996 -0.084369999999999987 -0.067899999999999988 0.036560000000000002 0.066150000000000014 -0.0014699999999999997 0.053330000000000009 0.31392000000000003 -0.078174999999999981 -0.097774999999999987 -0.010059999999999998 -0.070959999999999981 0.088135000000000005 0.077735000000000012 0.089265000000000011 -0.008454999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 12 -5 -6 11 -8 13 -10 -11 -7 -3 -2 -14 16 -16 -17 -15
right_child=1 2 -4 4 5 6 7 -9 9 10 -12 -13 14 18 15 17 -18 -19 -20
leaf_value=-0.0045677289975667038 0.0068380669425934021 0.008452858662512993 -0.0057065808551727696 0.015199403872130134 0.011452552820870683 -0.0023302409776401458 -0.010334970029900852 0.0033978461761734317 -0.01193737060300153 0.010443653045545682 -0.0038663212147310062 0.0048531624793446268 0.0063462459379883696 -0.0031804236887378176 -0.0047932809993148986 0.0011393444281872769 0.0036013757136660837 0.0064067658857530569 0.0024062823464425947
leaf_weight=94 75 53 68 56 72 57 56 156 77 56 98 1213 62 55 170 316 67 74 56
leaf_count=94 75 53 68 56 72 57 56 156 77 56 98 1213 62 55 170 316 67 74 56
internal_value=0 0.00277115 0.00334806 0.0036106 0.00458566 0.00420203 0.00384856 -0.000221216 -0.000572548 -0.00308759 0.00132564 0.00452934 0.00149249 0.00254131 0.000954468 0.000418444 -0.00241253 0.00214341 -0.00034572
internal_weight=0 2837 2420 2352 1610 1554 1482 212 417 231 154 1270 742 186 689 627 237 390 111
internal_count=2931 2837 2420 2352 1610 1554 1482 212 417 231 154 1270 742 186 689 627 237 390 111
is_linear=0
shrinkage=0.16829


Tree=7856
num_leaves=21
num_cat=0
split_feature=1213 403 50 41 15 14 52 10 130 160 48 51 2 43 50 43 160 130 52 52
split_gain=0.161814 0.254583 0.15687 0.124618 0.576218 0.0962829 0.0952028 0.0926498 0.0945943 0.106389 0.0933843 0.0783629 0.090697 0.0759243 0.0741848 0.0957551 0.0602654 0.0537034 0.0457526 0.0642661
threshold=-0.082254999999999981 -0.084294999999999981 0.083800000000000013 0.077915000000000012 -0.094839999999999994 -0.24790499999999996 -0.015539999999999998 -0.084514999999999993 0.0016050000000000003 -0.5242349999999999 0.085395000000000013 -0.0010099999999999998 0.097605000000000011 -0.096494999999999984 0.11784000000000001 -0.040339999999999994 0.0012900000000000001 0.093210000000000015 0.008405000000000001 0.089255000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2 16 -7 9 -9 -11 -8 14 -10 15 -13 -4 -15 -3 -20
right_child=2 18 6 4 -6 7 11 8 13 10 -12 12 -14 17 -16 -17 -18 -19 19 -21
leaf_value=0.015615693582831177 -0.0056633023166515924 0.00054157535570381512 -0.0038686560379469106 0.0094651963698665839 -0.013386082798241869 0.0074875358026435289 0.010602359754004659 0.0081324679276714839 0.0079665135265697025 -4.9890143447690377e-05 0.003235241997233196 0.00031018864732877362 0.0098334989517753074 0.006049245661892166 -0.0024153956323299595 0.0079891907610345342 0.0037258369059101275 0.00024792310798676649 0.0094341166485410501 0.0012418535908464252
leaf_weight=61 53 97 55 53 76 73 74 55 98 1242 305 84 70 69 56 103 64 133 58 52
leaf_count=61 53 97 55 53 76 73 74 55 98 1242 305 84 70 69 56 103 64 133 58 52
internal_value=0 0.00605312 0.00171122 0.00108452 -0.00398365 0.00140778 0.00437919 0.00159845 0.00137148 0.000856474 0.000596631 0.00565941 0.00448505 0.00411561 0.00293696 0.00454941 0.00020068 0.00223846 0.00322648 0.00557774
internal_weight=0 268 2663 2157 129 2028 506 1975 1902 1602 1547 387 313 300 243 187 119 202 207 110
internal_count=2931 268 2663 2157 129 2028 506 1975 1902 1602 1547 387 313 300 243 187 119 202 207 110
is_linear=0
shrinkage=0.16829


Tree=7857
num_leaves=28
num_cat=0
split_feature=3 4 4 13 43 13 49 4 1 3 4 4 403 12 4 4 4 13 13 12 12 156 1 12 4 13 12
split_gain=0.125197 0.209606 0.168301 0.138596 0.28568 0.135271 0.19333 0.304417 0.280558 0.122013 0.119762 0.108924 0.097559 0.0970383 0.186769 0.118531 0.123378 0.117541 0.0689803 0.0585802 0.0571699 0.0471701 0.0389507 0.0381911 0.034388 0.0333646 0.0244836
threshold=-0.008624999999999999 -0.10701499999999999 -0.16236499999999995 -0.077504999999999977 -0.085154999999999995 -0.11210999999999999 -0.054319999999999993 0.032770000000000001 0.13300500000000001 -0.018854999999999997 -0.082199999999999981 -0.083614999999999981 -0.5320649999999999 0.098785000000000012 0.053330000000000009 0.18095500000000003 0.061835000000000008 -0.023024999999999997 -0.0023899999999999993 -0.038859999999999992 0.084805000000000005 0.085050000000000014 0.10790500000000001 0.086965000000000015 -0.4950449999999999 0.057990000000000007 0.088245000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 21 -1 -5 19 -7 -8 18 10 11 20 -12 15 25 16 -14 -16 -9 -4 -3 -2 -17 -22 -6 -15 -25
right_child=2 9 5 4 24 6 7 8 -10 -11 12 -13 13 14 17 22 -18 -19 -20 -21 23 -23 -24 26 -26 -27 -28
leaf_value=0.0046298710477929127 0.0092903800687226291 0.0082336331983190927 0.0054067251593313938 -0.013220205658437352 0.0037006535041195668 0.0032862843996361367 -0.015478942830001244 -0.0027524545158296751 -0.012850154201239878 0.0097251107469393822 -0.0051558889442234346 0.011067436629613884 0.002781054198440323 0.00420967609534022 -0.011635556274843716 0.0053130158248466883 -0.0049897793069037062 -0.0010082339195876524 0.0049977945679770116 -0.0011180106226674792 -0.00099425350722162718 0.0021673011989394499 0.011333570235454874 0.0067483834282463804 -0.0021839886794584071 -0.00018572539434252627 0.0023495594425664772
leaf_weight=60 52 66 84 69 52 86 69 56 52 71 52 76 1075 140 52 78 61 69 77 72 61 55 52 57 61 74 102
leaf_count=60 52 66 84 69 52 86 69 56 52 71 52 76 1075 140 52 78 61 69 77 72 61 55 52 57 61 74 102
internal_value=0 0.00231486 -0.000403614 -0.0023694 -0.00468672 -0.00171225 -0.00359689 -0.00593448 -0.00236495 0.00285915 0.00261633 0.00539172 0.00200745 0.00224123 -0.000300904 0.00291534 0.0023622 -0.0055902 0.00172102 0.00238379 0.0038772 0.00564578 0.00773506 0.00256211 0.000508089 0.00268138 0.0039378
internal_weight=0 2328 603 242 182 496 340 254 185 2086 2015 362 1653 1601 335 1266 1136 121 133 156 286 107 130 220 113 214 159
internal_count=2931 2328 603 242 182 496 340 254 185 2086 2015 362 1653 1601 335 1266 1136 121 133 156 286 107 130 220 113 214 159
is_linear=0
shrinkage=0.16829


Tree=7858
num_leaves=31
num_cat=0
split_feature=16 0 51 52 0 0 0 52 52 1446 13 13 16 0 49 0 156 402 52 49 0 15 0 43 43 52 13 16 43 2
split_gain=0.152465 0.229879 0.147525 0.126725 0.163959 0.121075 0.117126 0.10274 0.115519 0.101812 0.109027 0.0998206 0.0926149 0.197105 0.0914219 0.0896969 0.131812 0.0845158 0.0844089 0.117937 0.063539 0.0651081 0.0603681 0.0429794 0.0792669 0.0390467 0.0621568 0.0331101 0.0234956 0.003551
threshold=-0.008069999999999999 -0.10185499999999999 -0.085594999999999991 0.0030150000000000008 0.0062000000000000006 -0.085264999999999994 -0.089704999999999993 0.08321000000000002 0.085175000000000015 0.084740000000000024 -0.076534999999999992 0.18622000000000002 0.14976500000000001 -0.062109999999999992 -0.0073549999999999996 -0.050704999999999993 0.092060000000000017 0.042235000000000002 -0.074359999999999996 -0.048359999999999993 -0.060454999999999995 0.083865000000000009 -0.09300499999999999 -0.08799499999999999 -0.04133499999999999 -0.015539999999999998 -0.085744999999999988 0.51165500000000008 -0.083669999999999981 0.10773000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 29 -1 4 5 6 18 22 -9 10 25 12 13 -12 -10 27 -17 23 -4 -20 21 -16 -5 -7 -25 26 -3 -14 -28 -2
right_child=1 9 3 7 -6 17 -8 8 14 -11 11 -13 15 -15 20 16 -18 -19 19 -21 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.0092838381819351466 -0.0065829767692969143 -0.0010039129151162183 0.005246328540250633 0.0037700908998168359 -0.0085731862597951975 0.0091412551673464015 -0.0066425150980200494 -0.0047385891061673523 0.0098571716547138349 -0.0056628107584811571 0.00048517074146128207 0.0066880211908324381 -0.0048108273166274345 -0.011196140024523384 -3.1603180391922302e-05 0.0080698853173039268 -0.00090970852709634667 -0.002387764508594026 -0.0067850689884901786 0.0009609733435867071 0.0077408715816708017 0.0034900771157513675 0.01123189823237352 -0.00041607505829476243 0.0060017429974539276 0.0065122100726464115 0.002533465515142606 0.00052594752725284579 0.0076127986015148445 -0.00880389773006259
leaf_weight=83 52 85 87 57 52 52 75 55 55 67 102 53 80 68 233 83 104 56 70 271 65 406 69 83 156 99 53 55 53 52
leaf_count=83 52 85 87 57 52 52 75 55 55 67 102 53 80 68 233 83 104 56 70 271 65 406 69 83 156 99 53 55 53 52
internal_value=0 -0.00021743 0.00233746 0.00202348 0.000596098 0.00115916 -0.000505949 0.00339125 0.00269568 0.000644549 0.0011528 -0.000246863 -0.000997565 -0.00417679 0.00323677 0.000675327 0.00306628 0.00357802 0.000565186 -0.000623855 0.00271699 0.00220315 0.00787058 0.00473224 0.00376544 0.0037894 0.00236869 -0.00262328 0.00509008 -0.00771071
internal_weight=0 1006 1925 1842 902 850 503 940 814 902 835 545 492 170 759 322 187 347 428 341 704 639 126 291 239 290 191 135 106 104
internal_count=2931 1006 1925 1842 902 850 503 940 814 902 835 545 492 170 759 322 187 347 428 341 704 639 126 291 239 290 191 135 106 104
is_linear=0
shrinkage=0.16829


Tree=7859
num_leaves=25
num_cat=0
split_feature=4 16 1456 52 16 157 15 51 52 4 4 4 4 16 15 15 52 52 456 475 4 3 3 2
split_gain=0.123672 0.130703 0.153824 0.226216 0.208223 0.0939834 0.184978 0.093363 0.0892009 0.109281 0.150397 0.145784 0.11725 0.106485 0.0917223 0.225389 0.0755805 0.0966519 0.0682399 0.0584438 0.0639423 0.0792702 0.0527667 0.0501408
threshold=0.62720500000000012 -0.008069999999999999 -0.084824999999999998 0.10861000000000003 0.062500000000000014 -0.080299999999999996 -0.0070899999999999991 -0.085594999999999991 0.008405000000000001 0.053925000000000008 0.50027500000000014 0.0019650000000000002 -0.0051399999999999996 -0.24404999999999996 -0.036279999999999993 -0.092879999999999976 0.08321000000000002 0.085175000000000015 0.041000000000000002 -0.085024999999999989 0.066300000000000012 -0.076704999999999982 -0.076914999999999997 0.097605000000000011
decision_type=2 2 2 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 -5 6 -4 -1 9 11 14 12 18 22 15 -11 -15 -18 -9 -7 21 -21 -10 -19
right_child=-2 2 3 4 -6 19 -8 8 13 10 -12 -13 -14 16 -16 -17 17 23 -20 20 -22 -23 -24 -25
leaf_value=0.0077214631924169084 -0.0067591337739926439 0.0076705863904092623 0.0019816910213162698 -0.00062885581553206917 -0.015513420599675551 0.0055367318800260863 -0.0090850297760505204 0.0027596830935449688 0.0043143266093555489 -0.0015710097417838474 0.0056797309383924757 0.0099172604174802524 -0.0063592177682394091 0.007995191282735568 0.0024467697533645358 -0.013977323797734314 -0.0049310949746836632 0.001755510870171062 -0.0036874290011818869 0.0015090014486271691 0.0046701718608435899 -0.0028391911289633608 0.011410658026715693 0.0055817371700013167
leaf_weight=83 54 66 89 54 53 75 82 424 62 141 62 61 52 63 56 59 54 523 52 301 90 196 59 120
leaf_count=83 54 66 89 54 53 75 82 424 62 141 62 61 52 63 56 59 54 523 52 301 90 196 59 120
internal_value=0 0.00136474 -0.000180538 -0.000733699 -0.00801838 0.000199872 -0.00331465 0.00219656 0.00193909 0.000764966 -0.00174596 0.00212366 0.00121986 0.00314582 -0.00355139 -0.00523986 0.00240415 0.00189621 0.0020516 0.00111042 0.000541812 -0.000202164 0.00778937 0.00247238
internal_weight=0 2877 1006 940 107 833 171 1871 1788 907 318 589 528 881 256 200 760 697 476 662 587 497 121 643
internal_count=2931 2877 1006 940 107 833 171 1871 1788 907 318 589 528 881 256 200 760 697 476 662 587 497 121 643
is_linear=0
shrinkage=0.16829


Tree=7860
num_leaves=29
num_cat=0
split_feature=2 12 2 2 2 12 150 39 12 3 3 49 401 2 50 3 12 1213 12 3 49 2 159 2 2 52 52 3
split_gain=16.0133 6.67599 3.06729 1.61048 2.38549 1.27327 0.999803 0.68386 0.63506 0.60355 0.56801 0.410999 0.388466 0.354267 0.504307 0.464676 0.339984 0.308887 0.275084 0.264785 0.264183 0.212059 0.207081 0.157643 0.090482 0.0456652 0.0849512 0.0334748
threshold=0.12026500000000001 0.056995000000000011 0.16730000000000003 -1.0000000180025095e-35 0.093470000000000011 0.093910000000000007 1.0000000180025095e-35 0.086400000000000018 0.093670000000000017 -0.00083499999999999991 0.088880000000000015 0.016520000000000003 0.081905000000000019 0.083310000000000009 0.078915000000000013 -0.14326499999999995 0.098785000000000012 -0.094174999999999995 0.08598500000000002 -0.14186499999999996 -0.079769999999999994 0.10773000000000001 0.040460000000000003 0.10043500000000001 0.11002000000000002 0.11262000000000001 0.089575000000000016 0.085880000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 7 10 11 9 -1 12 -6 -5 27 17 14 16 -15 -10 -3 -14 -19 -21 -11 -22 25 -25 26 -17 -2
right_child=2 8 -4 4 6 -7 -8 -9 13 21 -12 -13 18 15 -16 23 -18 19 -20 20 22 -23 -24 24 -26 -27 -28 -29
leaf_value=0.00083621295731268629 0.00029092982447560443 0.0015789549387075533 -0.00010304690461171608 0.0015097785488558876 0.00071495048431728203 0.00095236423936837064 0.00046856078283273215 0.00039937227214101697 0.0011720163454775473 0.0012183446541892639 0.0011034954449398967 0.00067880261909468789 0.0016904021879469815 0.0015534140816419457 0.0013136494052218837 0.0012616055822137473 0.00084063288366505846 0.0014977708837954856 0.0013935444006719293 0.0010923625986820904 0.0013344377993440223 0.00092997238890484956 0.0011980896908474349 0.0010365126202464088 0.0012173838433363971 0.0011980413120753484 0.0014344141317738765 0.0004090799351865543
leaf_weight=78 60 52 81 88 80 89 67 79 62 64 67 64 57 58 85 99 77 83 92 64 860 52 148 57 76 52 52 52
leaf_count=78 60 52 81 88 80 89 67 79 62 64 67 64 57 58 85 99 77 83 92 64 860 52 148 57 76 52 52 52
internal_value=0 0.00121525 0.000458542 0.000902154 0.00100931 0.00063033 0.000817597 0.000616626 0.00130643 0.00093673 0.00133439 0.000467283 0.00134663 0.00121816 0.00111216 0.00127833 0.000988698 0.00132677 0.00150734 0.00131538 0.00130123 0.00108938 0.00131445 0.00123074 0.00114013 0.00128994 0.00132135 0.0003461
internal_weight=0 2549 346 575 418 265 263 157 1974 196 155 176 1356 618 224 394 139 1207 149 1155 1072 116 1008 336 133 203 151 112
internal_count=2895 2549 346 575 418 265 263 157 1974 196 155 176 1356 618 224 394 139 1207 149 1155 1072 116 1008 336 133 203 151 112
is_linear=0
shrinkage=0.0032998


Tree=7861
num_leaves=11
num_cat=0
split_feature=2 1213 2 0 1375 14 48 1213 3 1429
split_gain=0.201008 0.152831 0.191408 0.134428 0.158753 0.187314 0.126657 0.105682 0.106305 0.0947623
threshold=0.25063000000000007 -0.09897499999999998 0.087925000000000017 -0.23803499999999997 -0.15824499999999997 0.073890000000000011 0.11714000000000001 -0.080279999999999976 -0.084604999999999986 0.079110000000000014
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 6 7 8 -6 -9
right_child=-2 3 -4 4 5 -7 -8 9 -10 -11
leaf_value=0.013566155107557888 -0.0073138414291078419 0.010751059581097155 0.00059529156763102786 -0.0065289275677460771 -0.0053154255233902568 0.010622108138616242 0.0084783156539848404 0.0020278592364994545 0.004022130580752882 0.0056030709368067684
leaf_weight=81 56 56 54 55 102 80 92 2032 52 235
leaf_count=81 56 56 54 55 102 80 92 2032 52 235
internal_value=0 0.00285912 0.00839112 0.00258226 0.00240883 0.0025991 0.00234298 0.00210909 -0.00215082 0.00239926
internal_weight=0 2839 135 2704 2648 2593 2513 2421 154 2267
internal_count=2895 2839 135 2704 2648 2593 2513 2421 154 2267
is_linear=0
shrinkage=0.16829


Tree=7862
num_leaves=17
num_cat=0
split_feature=1 160 1373 159 457 43 14 43 0 3 43 16 1453 0 4 0
split_gain=0.162351 0.101278 0.122081 0.108815 0.102666 0.0939058 0.0933138 0.0860926 0.155383 0.112293 0.0842515 0.111355 0.0780568 0.076913 0.0634565 0.0494087
threshold=0.15390500000000004 -0.088774999999999979 0.078175000000000008 0.040460000000000003 0.10982500000000002 -0.077614999999999976 0.056865000000000006 -0.084629999999999997 -0.10298499999999998 -0.12711499999999995 -0.081744999999999984 -0.021919999999999999 -0.064559999999999992 -0.10339499999999999 -0.012384999999999998 -0.086274999999999977
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 -5 7 8 -3 -10 14 15 -9 -14 -1 -12
right_child=-2 2 -4 5 -6 -7 -8 12 9 -11 11 -13 13 -15 -16 -17
leaf_value=0.009089305592755486 -0.0066701177574685433 -0.0073067611791015974 0.010762617405440931 -0.0091521577946903181 -0.0039786577866765651 0.00066666925620934014 0.0089497564094004594 -0.0024204021118054329 -0.0050900886926658192 0.0028369214659193466 0.0046045106201759011 -0.0053286722538356509 0.0061013526628524673 0.002949849125262723 0.0012071275938415054 -0.0014128327587668826
leaf_weight=60 57 60 54 58 64 52 69 66 58 391 101 81 264 1341 57 62
leaf_count=60 57 60 54 58 64 52 69 66 58 391 101 81 264 1341 57 62
internal_value=0 0.00239326 0.00284176 0.000135549 0.00265606 -0.0044942 0.00284566 0.00265164 0.000730869 0.00180894 0.00155125 -0.000221978 0.00323564 0.00346935 0.00526463 0.00230468
internal_weight=0 2838 2367 471 2313 110 2249 2180 509 449 361 244 1671 1605 117 163
internal_count=2895 2838 2367 471 2313 110 2249 2180 509 449 361 244 1671 1605 117 163
is_linear=0
shrinkage=0.16829


Tree=7863
num_leaves=20
num_cat=0
split_feature=2 4 3 2 12 14 0 4 16 2 2 16 3 2 42 3 133 16 12
split_gain=6.05082 1.65154 0.852244 0.830785 0.654878 0.524956 0.520553 0.643675 0.293437 0.26424 0.647431 0.227727 0.268813 0.241824 0.146218 0.125745 0.153642 0.112513 0.100416
threshold=0.12026500000000001 0.31392000000000003 0.10402500000000002 0.16730000000000003 -0.012249999999999999 0.064610000000000015 -0.10028499999999999 0.25367000000000006 -0.44524499999999995 -0.007134999999999999 0.094985000000000014 -0.069169999999999995 -0.051469999999999995 0.085785000000000014 0.10504500000000001 -0.081334999999999977 -0.107775 0.14976500000000001 0.090535000000000018
decision_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 9 11 -2 17 -3 -1 -11 15 14 -14 -13 16 -6 -8 -17
right_child=3 8 -4 -5 5 -7 7 -9 -10 10 -12 12 13 -15 -16 18 -18 -19 -20
leaf_value=0.00044814260563240112 0.00022065310052629398 0.0005727402102729982 0.00051214606347268371 3.2987580895535769e-05 0.0010354614825777975 0.0011210488616302499 0.00056803350759887614 0.00025381523179690877 0.00027674568799909309 0.001005248596650149 0.0005367238832187307 0.00079310666886956739 0.0011202317772083042 0.00081451050944879463 0.00063384716660598161 0.00087437628406231182 0.00087950670015410305 0.00078520264492265286 0.00076410916249973623
leaf_weight=56 96 101 99 81 84 72 53 61 58 53 83 899 52 65 70 205 476 55 176
leaf_count=56 96 101 99 81 84 72 53 61 58 53 83 899 52 65 70 205 476 55 176
internal_value=0 0.000791155 0.000812839 0.000325926 0.000825817 0.000842744 0.000415332 0.000525711 0.000464989 0.000640587 0.00071957 0.000832841 0.000799883 0.000950688 0.000781638 0.00087084 0.000902963 0.000678955 0.000823532
internal_weight=0 2549 2390 346 2291 2099 265 169 159 192 136 2027 1086 117 969 941 560 108 381
internal_count=2895 2549 2390 346 2291 2099 265 169 159 192 136 2027 1086 117 969 941 560 108 381
is_linear=0
shrinkage=0.0032998


Tree=7864
num_leaves=27
num_cat=0
split_feature=1 1 12 4 12 14 48 52 123 12 0 3 124 0 51 12 49 51 1 12 52 42 0 12 42 12
split_gain=5.3156 1.65427 1.08551 0.663775 0.475551 0.448479 0.273606 0.230747 0.176089 0.172336 0.156975 0.147633 0.206472 0.117672 0.109678 0.137474 0.167346 0.120443 0.102407 0.101652 0.0978015 0.0767955 0.0716032 0.0637498 0.0594268 0.044137
threshold=0.10123500000000001 0.14195000000000002 0.085465000000000013 -0.14595999999999995 0.10682000000000001 0.064610000000000015 -0.07965499999999999 0.10322000000000002 1.0000000180025095e-35 0.083885000000000015 -0.040094999999999992 0.040040000000000006 -0.083424999999999985 -0.17862999999999998 -0.08860999999999998 0.084065000000000015 -0.0092699999999999987 -0.11683999999999999 0.11561500000000001 0.11160500000000002 -0.42058999999999996 0.073240000000000013 -0.049024999999999992 0.096385000000000012 0.086700000000000013 0.090885000000000007
decision_type=2 2 2 2 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 18 6 -1 8 14 -9 -3 12 -5 -13 17 16 -16 22 20 -17 -4 -14 -8 24 -11 -26
right_child=1 10 4 11 -6 -7 7 9 -10 23 -12 13 21 -15 15 19 -18 -19 -20 -21 -22 -23 -24 -25 25 -27
leaf_value=0.00054249107428779204 0.00074749628287403285 0.00019384808366106122 0.00074524324422549023 0.00042836614393685664 0.0004479726471667755 0.0010197211323311802 0.00070998687613409422 0.00051582547445485304 0.00060015284025965727 0.00084509632562702224 -4.9101572558374379e-05 0.00033255464074571147 0.00011985664564512997 0.00052688719046517073 0.00072336415624895789 0.00079206303727377193 0.00092198489424453252 0.00057978448589694623 0.00067301475992007944 0.00064291136354630485 0.00095224220300512894 0.00028695840368119988 0.00085670577952750388 0.00064863503591787094 0.00066765632668080923 0.00077487735782912884
leaf_weight=63 53 62 53 74 64 75 106 53 57 59 54 68 59 71 64 1041 188 53 60 55 52 63 61 102 95 90
leaf_count=63 53 62 53 74 64 75 106 53 57 59 54 68 59 71 64 1041 188 53 60 55 52 63 61 102 95 90
internal_value=0 0.000442345 0.000510327 0.000403776 0.000690704 0.000767649 0.000758573 0.000765282 0.000782909 0.000693402 8.04472e-05 0.000349291 0.000290405 0.000432071 0.000789531 0.000800914 0.000871681 0.000719621 0.000784641 0.00078461 0.000848093 0.000206436 0.00076379 0.000720501 0.000750399 0.000720008
internal_weight=0 733 617 388 229 2162 2087 2024 1625 399 116 335 196 139 1568 1348 252 220 165 1096 105 122 167 346 244 185
internal_count=2895 733 617 388 229 2162 2087 2024 1625 399 116 335 196 139 1568 1348 252 220 165 1096 105 122 167 346 244 185
is_linear=0
shrinkage=0.0032998


Tree=7865
num_leaves=31
num_cat=0
split_feature=1 155 3 10 47 15 43 3 160 13 13 123 42 15 133 159 51 3 157 3 3 13 43 43 160 13 3 1 483 159
split_gain=10.0159 2.77129 1.38189 0.579928 0.470576 0.434367 0.364399 0.303296 0.287445 0.521 0.272257 0.258374 0.193291 0.173527 0.16236 0.142567 0.13532 0.198746 0.152171 0.172111 0.13263 0.12871 0.122039 0.111471 0.110518 0.100067 0.0944847 0.0837668 0.0647123 0.0486576
threshold=0.10075500000000003 0.09198000000000002 -0.053364999999999996 -0.088499999999999981 0.082465000000000024 -0.086989999999999984 -0.064539999999999986 0.31819000000000003 -0.060659999999999992 0.011265000000000002 -0.0073899999999999999 1.0000000180025095e-35 0.097140000000000018 0.091955000000000023 0.099765000000000006 0.077080000000000023 -0.025499999999999998 0.093925000000000022 -0.0089949999999999978 -0.077754999999999977 -0.077054999999999985 0.090235000000000024 -0.081354999999999983 -0.034774999999999993 -1.0000000180025095e-35 -0.085234999999999991 -0.086064999999999989 0.11215000000000001 0.085615000000000011 -0.023859999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 5 -2 10 24 9 14 -5 12 16 23 15 22 18 21 -10 -20 -15 26 28 -14 -8 -24 -18 -26 -1 -27
right_child=1 -3 3 6 -6 -7 7 -9 11 -11 -12 -13 13 20 -16 -17 17 -19 19 -21 -22 -23 25 -25 27 29 -28 -29 -30 -31
leaf_value=0.0012693385778573514 0.00050388813560504257 0.0012759970889358362 0.00019801737497435269 0.00053484069926340258 0.0010322454269391709 0.00088146354596691141 0.00082807989642624423 0.00042364749641017634 0.0013903522957527524 0.00076238083346895835 0.00024154815106529627 0.0009279987271336161 0.00086325217097733527 0.0012753936697278906 0.00091857465287640064 0.0010006011454251884 0.0012226407019759555 0.0009568710648315443 0.0010633756498153761 0.0013251133247704629 0.0010530829250378977 0.0010521143572390624 0.0011975256334168052 0.0010696924764733379 0.00054408468728109826 0.0011010241280507216 0.0011535106429929039 0.00071056044596693704 0.0011217985905665701 0.00097391076076514752
leaf_weight=100 60 78 55 98 83 76 53 58 64 58 54 58 54 58 54 101 371 53 62 53 66 101 71 68 55 80 624 93 57 70
leaf_count=100 60 78 55 98 83 76 53 58 64 58 54 58 54 58 54 101 371 53 62 53 66 101 71 68 55 80 624 93 57 70
internal_value=0 0.000686234 0.000619027 0.000517225 0.000835486 0.000715145 0.000559856 0.000635414 0.00112455 0.0010614 0.000430876 0.0011474 0.00115546 0.00106885 0.00109387 0.00111356 0.00117148 0.00115794 0.00125817 0.00118431 0.00115735 0.00116763 0.00114364 0.000978606 0.000696346 0.00109208 0.00117932 0.000648933 0.001216 0.00104194
internal_weight=0 763 685 466 219 136 411 259 2223 591 152 1632 1574 246 533 479 1328 1149 179 115 124 1096 378 122 201 221 995 148 157 150
internal_count=2986 763 685 466 219 136 411 259 2223 591 152 1632 1574 246 533 479 1328 1149 179 115 124 1096 378 122 201 221 995 148 157 150
is_linear=0
shrinkage=0.0032998


Tree=7866
num_leaves=29
num_cat=0
split_feature=1 2 9 1 457 0 1 0 2 0 15 43 1 52 2 49 43 0 133 52 1 15 43 48 1 0 133 52
split_gain=6.97716 1.65766 0.945029 0.649138 0.718594 0.643686 0.491514 0.484468 0.318891 0.307352 0.257816 0.197954 0.160898 0.295252 0.253312 0.145697 0.165963 0.164689 0.119869 0.136506 0.120546 0.0978013 0.0874213 0.0846987 0.0669529 0.0565944 0.0424234 0.00744148
threshold=0.10749500000000002 0.12026500000000001 -1.0000000180025095e-35 0.094715000000000008 0.069705000000000003 -0.12851999999999997 0.13752500000000004 -0.063819999999999988 0.10179000000000001 -0.086064999999999989 -0.19153499999999998 -0.064539999999999986 0.083250000000000005 0.11628500000000001 0.088710000000000011 0.088805000000000009 -0.081584999999999977 -0.14043999999999998 0.035950000000000003 -0.013125 0.087960000000000024 0.025430000000000005 -0.086874999999999994 0.087310000000000013 0.091600000000000015 -0.06612999999999998 0.081310000000000007 0.39985000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 9 -4 23 -7 10 -5 -1 -9 13 15 -15 17 -17 -12 19 20 -14 22 -10 -3 -21 -11 -24 -16
right_child=1 6 5 4 -6 7 -8 11 21 25 12 -13 18 14 27 16 -18 -19 -20 24 -22 -23 26 -25 -26 -27 -28 -29
leaf_value=0.0011012897699620989 0.00021655899486051333 0.00028760690061662456 0.00042214176039370618 0.00060838025252462399 0.00039482363689736404 0.00097365101444037085 5.6053866042876702e-05 0.00048462045484054707 0.00091010986282908757 0.00091933181085549322 0.0011038193399709622 0.00077151424028803486 0.00064341815697386282 0.0005667005219627037 0.00080529683295723058 0.00094800070346239202 0.00071587293918424252 0.00091110487842932335 0.00069662484677788139 0.00085828652946985206 0.00083910425798762521 0.00066811508253003852 0.00069860799276671417 0.00044944502862321879 0.0010001246630986331 0.00079460992875149915 0.00081085137546756808 0.00087370933618298669
leaf_weight=54 61 91 79 81 68 80 103 52 59 86 53 55 60 53 55 57 88 894 83 162 88 94 78 60 52 88 86 66
leaf_count=54 61 91 79 81 68 80 103 52 59 86 53 55 60 53 55 57 88 894 83 162 88 94 78 60 52 88 86 66
internal_value=0 0.000432434 0.000587847 0.000835502 0.000697278 0.000672859 0.000232216 0.000778589 0.000856929 0.000777794 0.000874369 0.000632418 0.000867187 0.000886466 0.000758975 0.000906748 0.000807366 0.000921928 0.000812261 0.000838676 0.00076001 0.000759715 0.000798169 0.000352147 0.000892917 0.000856457 0.000757682 0.000842904
internal_weight=0 581 327 2405 323 266 254 187 2082 255 1765 107 1711 1266 174 1092 145 947 445 362 148 317 223 151 214 174 164 121
internal_count=2986 581 327 2405 323 266 254 187 2082 255 1765 107 1711 1266 174 1092 145 947 445 362 148 317 223 151 214 174 164 121
is_linear=0
shrinkage=0.0032998


Tree=7867
num_leaves=28
num_cat=0
split_feature=2 12 2 2 4 15 4 16 4 1446 15 2 12 11 2 12 2 15 49 12 15 49 43 16 16 15 4
split_gain=4.29128 2.00843 1.00157 1.21914 0.753991 0.761881 0.696037 0.487161 0.277138 0.249006 0.22969 0.20718 0.16618 0.188 0.228827 0.158024 0.142469 0.132065 0.121124 0.203549 0.113629 0.107614 0.0906397 0.0892083 0.0783107 0.0563417 0.0470479
threshold=0.12026500000000001 1.0000000180025095e-35 0.072175000000000017 0.095850000000000005 -0.0046399999999999992 -0.18498499999999998 -0.054114999999999989 0.25619500000000001 0.054720000000000012 0.10153500000000001 -0.10114499999999998 0.17730000000000004 0.083785000000000012 0.077905000000000016 0.099845000000000003 0.095175000000000023 0.084045000000000022 0.11447500000000001 -0.032374999999999994 0.089485000000000023 -0.043134999999999993 -1.0000000180025095e-35 -0.00088499999999999983 -0.47730499999999992 -0.082974999999999979 -0.088709999999999983 0.50291500000000011
decision_type=2 2 2 2 2 2 2 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 -1 -6 -5 11 9 12 -8 18 16 14 17 -15 -3 -14 -2 26 23 -4 -16 -10 -12 -25 -20
right_child=7 8 3 6 5 -7 10 -9 20 -11 24 -13 13 15 22 -17 -18 -19 19 -21 -22 -23 -24 25 -26 -27 -28
leaf_value=9.2034833913370002e-06 0.00017318143867144325 0.0010212480988374673 0.0007493215449606511 0.00079006014823579591 0.00021703387929324474 0.00074403006331610758 0.00052710638889435688 0.0005951233184687617 0.00081817945127088485 0.00054952659247052842 0.00037116981438327758 0.00010126554180868621 0.0007836825265953968 0.0010323803909806065 0.00070696309719818495 0.00078400576409157099 0.0007900068903516765 0.0006445066004453925 0.00034252307977608679 0.00053011873340655109 0.00053558584923880709 0.00092959950901407734 0.00053038954563043366 0.00059837479115801913 0.00019299842973574468 0.00072764733059243103 0.00021151147944716166
leaf_weight=55 52 58 64 60 61 59 70 60 53 53 56 64 1279 55 77 61 63 82 68 52 63 93 58 86 54 73 57
leaf_count=55 52 58 64 60 61 59 70 60 53 53 56 64 1279 55 77 61 63 82 68 52 63 93 58 86 54 73 57
internal_value=0 0.000711392 0.000538187 0.00062996 0.000329791 0.000476434 0.000481726 0.00032375 0.000759446 0.000774576 0.000378752 0.000268059 0.000781439 0.000772432 0.000762356 0.000902073 0.000901141 0.000775323 0.00031452 0.000355844 0.000661053 0.000856335 0.000631363 0.000698172 0.000284024 0.000657948 0.000283064
internal_weight=0 2633 572 397 175 120 240 353 2061 1786 180 293 1733 1612 1496 116 121 1361 229 177 275 157 135 212 110 159 125
internal_count=2986 2633 572 397 175 120 240 353 2061 1786 180 293 1733 1612 1496 116 121 1361 229 177 275 157 135 212 110 159 125
is_linear=0
shrinkage=0.0032998


Tree=7868
num_leaves=19
num_cat=0
split_feature=2 157 2 1 1429 160 403 16 2 4 151 1 2 2 1209 1210 16 4
split_gain=0.189023 0.185477 0.117739 0.13294 0.122901 0.109666 0.106648 0.101751 0.093239 0.120794 0.0853124 0.0954778 0.166562 0.11289 0.0821264 0.0879066 0.0380775 0.0435465
threshold=0.099845000000000003 -0.095764999999999989 -0.069044999999999981 0.10721500000000002 0.087885000000000019 -0.53327999999999987 0.084620000000000015 0.51381500000000013 -0.0098549999999999974 -0.27577999999999997 -0.11022999999999998 0.081315000000000012 0.10724500000000002 0.11543500000000002 -0.073934999999999987 -0.081959999999999991 0.056515000000000003 0.018150000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 7 10 -7 -10 -3 16 -13 -14 -11 -16 17 -12
right_child=1 6 4 -5 -6 8 -8 -9 9 14 11 12 13 -15 15 -17 -18 -19
leaf_value=0.0056714269109500379 -0.0068307031689637818 0.0084249276664001439 -0.00045431068082457188 0.016935167323698961 -0.0025724458877822679 -0.000563945843931685 0.010205524070734153 0.0078168936353628701 0.01277267746735636 0.00032999552912660942 0.0080404003576201467 -0.0092563247430307236 0.007149129227739786 -0.00068466435523391648 0.01196544715786596 0.0056244676654433907 0.00072319046322426197 0.0025634887095645049
leaf_weight=69 56 52 86 53 56 65 57 94 70 80 83 52 67 233 65 1588 76 84
leaf_count=69 56 52 86 53 56 65 57 94 70 80 83 52 67 233 65 1588 76 84
internal_value=0 0.00252138 0.00548902 0.0105794 0.00517916 0.00540223 0.00317991 0.00263706 0.00567282 0.00589866 0.00188172 0.00130686 -0.000459841 0.00105889 0.00561997 0.0058749 0.00387342 0.0052963
internal_weight=0 854 2132 122 2010 1954 798 741 1868 1803 647 595 352 300 1733 1653 243 167
internal_count=2986 854 2132 122 2010 1954 798 741 1868 1803 647 595 352 300 1733 1653 243 167
is_linear=0
shrinkage=0.16829


Tree=7869
num_leaves=23
num_cat=0
split_feature=9 1 1210 155 52 1455 16 51 51 1 1 52 1 39 1453 1455 133 133 1210 156 51 15
split_gain=0.159699 0.15851 0.219693 0.148684 0.142753 0.123043 0.120049 0.171582 0.299169 0.116313 0.11366 0.0930555 0.0713555 0.0700935 0.0674392 0.138091 0.0621857 0.0711218 0.0533814 0.075036 0.0894311 0.0457504
threshold=1.0000000180025095e-35 0.077375000000000013 -0.0097899999999999984 0.085010000000000016 0.11330000000000001 0.083295000000000022 -0.086219999999999977 0.0045000000000000014 0.11728000000000001 0.11104500000000002 0.087960000000000024 -0.55248999999999981 0.10404000000000001 0.090455000000000021 -0.0067199999999999994 0.082105000000000025 0.017095000000000003 0.092000000000000012 -0.065674999999999983 0.090560000000000015 -0.098264999999999977 -0.043134999999999993
decision_type=2 2 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 14 6 9 12 -9 10 -4 -5 -8 -11 -1 18 -6 -18 -16 20 -20 -2
right_child=21 2 3 11 16 -7 7 8 -10 13 -12 -13 -14 -15 15 -17 17 -19 19 -21 -22 -23
leaf_value=0.010723207490512551 0.0067884720112929937 -0.0078426820441846439 0.00019599935329805214 0.0038279388158314917 -0.0025902713535104639 0.0095376532263569697 0.0030251915431694699 -0.013594782574315144 0.0022857358410595368 -0.00083851912159308502 0.0091344997790692353 0.013546321649049458 -0.0011071864821939103 0.0056561268347803352 0.0093302603934519047 -0.0032529027580005029 0.006652995227691234 -0.00032239529631393184 0.011464472288662632 -0.00027775868269537649 0.0051625099534067312 0.013881169756378452
leaf_weight=67 54 58 55 58 85 61 371 62 73 147 155 55 173 69 100 52 79 86 69 65 940 52
leaf_count=67 54 58 55 58 85 61 371 62 73 147 155 55 173 69 100 52 79 86 69 65 940 52
internal_value=0 0.00362339 0.00227958 0.00274001 0.00478663 0.00217308 0.0017649 0.00037259 -0.00499423 0.00397989 0.00680202 0.00857402 0.00170773 0.00122784 0.00549875 0.00521177 0.00109638 0.00300645 0.00558823 0.00523813 0.00559525 0.0102849
internal_weight=0 2880 1337 1279 1543 1166 1105 679 135 426 210 113 544 216 1293 1226 250 165 1174 1074 1009 106
internal_count=2986 2880 1337 1279 1543 1166 1105 679 135 426 210 113 544 216 1293 1226 250 165 1174 1074 1009 106
is_linear=0
shrinkage=0.16829


Tree=7870
num_leaves=14
num_cat=0
split_feature=3 14 13 49 34 1186 14 484 1455 3 49 3 40
split_gain=0.149691 0.206328 0.1569 0.136777 0.119524 0.0897025 0.0891561 0.0782018 0.112669 0.118879 0.0667835 0.0369232 0.0245779
threshold=0.28833000000000003 -1.0000000180025095e-35 -0.48634999999999995 0.13173000000000004 -0.049569999999999996 0.085230000000000014 -0.45282499999999992 -0.085604999999999987 0.083760000000000015 0.11995000000000001 -0.0072349999999999992 -0.082294999999999993 -0.078179999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 4 12 7 -1 10 9 -9 -6 -12 -3
right_child=2 3 -4 -5 5 -7 -8 8 -10 -11 11 -13 -14
leaf_value=0.0058279927826015076 0.0040250850950784125 0.0062606032056130283 -0.0074234511176377036 -0.0029191723294521169 0.011213518060370105 -0.0031138361400296797 0.015529772477936589 0.0029980429258657337 -0.0029016973650276717 0.011082695335550509 0.0069613509843615452 0.0018200499062967564 0.011552526912580579
leaf_weight=56 61 52 76 103 58 64 53 2086 89 53 84 77 52
leaf_count=56 61 52 76 103 58 64 53 2086 89 53 84 77 52
internal_value=0 0.00337569 -0.00231281 0.00308684 0.0033241 0.00309145 0.0105619 0.00325448 0.00295469 0.0031992 0.00629623 0.00451363 0.00892384
internal_weight=0 2827 137 2718 2615 2511 109 2447 2228 2139 219 161 104
internal_count=2964 2827 137 2718 2615 2511 109 2447 2228 2139 219 161 104
is_linear=0
shrinkage=0.16829


Tree=7871
num_leaves=14
num_cat=0
split_feature=4 3 157 11 0 42 3 0 150 150 151 1456 1447
split_gain=0.121191 0.101741 0.0728938 0.0922131 0.0873326 0.1207 0.0811003 0.0667596 0.0787625 0.0820564 0.102931 0.0678932 0.066214
threshold=0.6224900000000001 -0.11372999999999998 -0.051074999999999988 0.07635500000000002 0.024295000000000001 0.084805000000000005 -0.14719499999999996 -0.23395499999999997 0.12302 0.10373000000000002 -0.15340499999999999 -0.091249999999999984 -0.085709999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -4 -3 9 10 -9 -12 -13
right_child=-2 7 3 4 -6 -7 -8 8 -10 -11 11 12 -14
leaf_value=0.010633374694852749 -0.0047626586973490009 0.0076269668545617206 0.0033256439546226917 -0.00065342923309132724 -0.00376942413713462 0.010356310390192764 0.01202335777943413 -0.0048617417895704179 -0.0039402797197280364 0.0075860947491430486 -0.0018434064961457613 0.0072704466331660958 0.0023837759520729074
leaf_weight=63 62 67 60 61 55 52 63 57 57 83 103 82 2099
leaf_count=63 62 67 60 61 55 52 63 57 57 83 103 82 2099
internal_value=0 0.0027466 0.0054239 0.0042899 0.00171284 0.0043971 0.00779518 0.00237394 0.00223135 0.00237722 0.00219177 0.00236859 0.00256833
internal_weight=0 2902 354 291 168 113 123 2548 2481 2424 2341 2284 2181
internal_count=2964 2902 354 291 168 113 123 2548 2481 2424 2341 2284 2181
is_linear=0
shrinkage=0.16829


Tree=7872
num_leaves=16
num_cat=0
split_feature=10 12 14 4 16 4 16 133 4 2 16 16 151 12 43
split_gain=0.0886301 0.206843 0.0909278 0.0727061 0.119256 0.0743639 0.0698732 0.143142 0.0547335 0.104898 0.0506369 0.0385426 0.0693473 0.0314449 0.0301258
threshold=-0.16262499999999996 -0.16423499999999996 -0.13131999999999996 0.26546000000000003 -0.14669499999999996 0.5124550000000001 -0.094174999999999995 0.048695000000000009 0.066300000000000012 0.12068000000000001 -0.43279999999999996 -0.49353499999999995 -0.030624999999999996 0.088965000000000002 0.065040000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 10 11 7 14 9 -8 -4 12 -5 -12 -6
right_child=1 2 3 5 6 -7 8 -9 -10 -11 13 -13 -14 -15 -16
leaf_value=0.0083569403237700492 -0.007673672870682542 0.0071652138915051702 0.0031359650202371285 -0.0049173920414961689 0.0036213182931981503 0.0044528620948916294 0.0023626896128451326 -0.0086290708861382296 0.0074566823395925113 -0.0036344946693264496 0.011299302414303528 -0.0063882020262231764 0.0031005752691434696 0.0055475198939451001 -0.0011398510357269018
leaf_weight=64 61 102 84 61 88 57 1963 52 56 86 60 52 61 52 65
leaf_count=64 61 102 84 61 88 57 1963 52 56 86 60 52 61 52 65
internal_value=0 0.00201581 0.00222463 0.00203986 0.00230339 -0.000811267 0.00196409 -0.000995737 0.00225319 0.0021101 0.00629308 -0.00254605 -0.000893682 0.00864487 0.00158686
internal_weight=0 2900 2839 2737 2506 231 2310 205 2105 2049 196 174 122 112 153
internal_count=2964 2900 2839 2737 2506 231 2310 205 2105 2049 196 174 122 112 153
is_linear=0
shrinkage=0.16829


Tree=7873
num_leaves=11
num_cat=0
split_feature=41 4 0 14 9 151 147 48 2 12
split_gain=0.11542 0.0845512 0.248733 0.0912017 0.0731378 0.0761719 0.12734 0.127507 0.104435 0.0443244
threshold=0.078385000000000024 0.51395000000000002 -0.092879999999999976 -0.13131999999999996 0.08542000000000001 0.10365500000000001 0.092645000000000019 0.12663000000000002 0.14808000000000002 0.083310000000000009
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 8 -5 -2
right_child=9 2 -4 4 -6 -7 -8 -9 -10 -11
leaf_value=0.0070631093647650425 0.003243757943193433 0.0049563986919824009 -0.011412937725641432 0.0016919062977941847 -0.0044591994665060877 -0.0040437098902149308 0.009842373447884991 -0.0051786378686482825 0.0091870863996205317 0.0090510579863860244
leaf_weight=88 72 53 52 2315 56 64 55 75 54 80
leaf_count=88 72 53 52 2315 56 64 55 75 54 80
internal_value=0 0.00154625 -0.00313321 0.00172842 0.00154849 0.00168045 0.00182777 0.00164667 0.00186351 0.00631205
internal_weight=0 2812 105 2707 2619 2563 2499 2444 2369 152
internal_count=2964 2812 105 2707 2619 2563 2499 2444 2369 152
is_linear=0
shrinkage=0.16829


Tree=7874
num_leaves=22
num_cat=0
split_feature=1 2 12 4 2 14 2 52 1 4 12 40 4 3 2 51 3 52 3 3 4
split_gain=15.3247 2.83247 1.70953 1.64065 1.13773 0.71848 0.646349 0.565445 0.515666 0.465157 0.415426 0.346049 0.327613 0.229535 0.224804 0.110158 0.261872 0.108373 0.151104 0.124988 0.0907304
threshold=0.10921500000000002 0.13554000000000002 0.088325000000000015 0.31392000000000003 0.098655000000000007 0.073890000000000011 -1.0000000180025095e-35 -0.54533999999999982 0.13486500000000004 0.31392000000000003 0.106505 -0.027374999999999997 0.42405000000000009 0.088880000000000015 0.12068000000000001 -0.08860999999999998 -0.091364999999999988 0.40945500000000007 -0.12077499999999998 -0.07822999999999998 0.51973500000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 5 6 -1 -6 -3 -2 -4 -9 -10 17 15 -13 -17 18 -8 -19 -11
right_child=1 8 10 -5 7 -7 13 11 12 20 -12 14 -14 -15 -16 16 -18 19 -20 -21 -22
leaf_value=0.00089252238922076736 0.00067538328654886016 0.00044642046579618 0.0011151948961193447 0.00059570862207049171 0.0012662552732512493 0.0014907420039643314 0.0013641417694358943 0.00073087055453522785 0.0002397670243367203 0.0002812027517671631 0.00074476019165559289 0.0011620689259709801 -0.00010372402406521889 0.0010136967664908837 0.00083211667870431339 0.00079943555136084666 0.0010665440567570624 0.00097750004856560885 0.0012019070371316746 0.0011928093482782892 0.00046515468252673929
leaf_weight=83 101 55 88 59 85 85 69 58 58 62 54 71 63 77 68 52 193 52 1396 77 58
leaf_count=83 101 55 88 59 85 85 69 58 58 62 54 71 63 77 68 52 193 52 1396 77 58
internal_value=0 0.0005252 0.000691797 0.00114047 0.00115404 0.00119289 0.00117843 0.00101841 0.000181392 0.000509944 0.000974573 0.000970669 6.06334e-05 0.00119262 0.0010068 0.00104428 0.00101 0.00120124 0.00120957 0.00110629 0.000370406
internal_weight=0 539 363 2425 2366 1839 1754 527 176 221 142 442 121 1671 384 316 245 1594 1465 129 120
internal_count=2964 539 363 2425 2366 1839 1754 527 176 221 142 442 121 1671 384 316 245 1594 1465 129 120
is_linear=0
shrinkage=0.0032998


Tree=7875
num_leaves=24
num_cat=0
split_feature=15 12 12 48 3 3 40 12 15 48 12 3 49 402 1210 3 39 3 15 484 16 1210 16
split_gain=5.26436 2.33265 0.981644 0.654586 0.49873 0.389425 0.306201 0.297233 0.220827 0.170946 0.163462 0.202625 0.187902 0.150462 0.151783 0.170492 0.143459 0.194883 0.130566 0.130003 0.109232 0.0972611 0.109463
threshold=-0.26361999999999991 0.056995000000000011 0.14472000000000004 0.087645000000000015 -0.015169999999999998 0.11391500000000002 -0.072564999999999991 -0.09552999999999999 -0.076594999999999983 0.10145000000000001 0.087805000000000008 -0.15624499999999999 -0.011165 -0.090599999999999986 -1.0000000180025095e-35 -0.08100499999999998 0.088850000000000026 -0.024819999999999998 -1.0000000180025095e-35 0.085740000000000011 -0.0093249999999999982 -0.080804999999999974 -0.12653999999999996
decision_type=2 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 10 4 20 6 -6 -1 9 -5 12 -12 -3 -14 -15 -16 17 -9 -8 21 -2 -13 -23
right_child=1 2 -4 8 5 -7 18 16 -10 -11 11 19 13 14 15 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=6.286527719771399e-05 0.00058015289849716687 0.00073888837334392342 0.00039858188488922186 0.00045612517917555882 0.00057533371209932301 0.00051020035603589959 0.00077342371010291502 0.00026199925905684581 0.00059990506302660571 0.00022198148221109077 0.00096759953767982848 0.00065921650166014887 0.00071978314938241864 0.0010766228103016202 0.00091569984740209106 0.00074389284659501611 0.00021206127966490979 0.0005429322181212642 0.00095394779623849074 0.00094113659158124403 0.00036535014320784561 0.00071682520012779566 0.00081126681296993231
leaf_weight=62 53 103 59 95 52 65 90 54 68 54 85 61 52 55 450 76 71 55 92 69 53 163 989
leaf_count=62 53 103 59 95 52 65 90 54 68 54 85 61 52 55 450 76 71 55 92 69 53 163 989
internal_value=0 0.000768245 0.000819519 0.000589964 0.000668493 0.00073765 0.00080068 0.000260615 0.000443239 0.000371504 0.000831312 0.0008096 0.00087159 0.000893127 0.000908581 0.000890943 0.000328534 0.000404078 0.000864871 0.000799096 0.000473084 0.000790988 0.000797935
internal_weight=0 2784 2162 622 405 299 234 242 217 149 2103 1367 736 633 581 526 180 109 182 1282 106 1213 1152
internal_count=3026 2784 2162 622 405 299 234 242 217 149 2103 1367 736 633 581 526 180 109 182 1282 106 1213 1152
is_linear=0
shrinkage=0.0032998


Tree=7876
num_leaves=24
num_cat=0
split_feature=4 3 48 14 10 43 3 51 13 12 39 3 11 12 4 3 150 42 1212 43 3 16 42
split_gain=10.48 2.88359 0.848376 0.638066 0.515213 0.509494 0.493164 0.449858 0.402699 0.367716 0.278807 0.287026 0.273261 0.249637 0.232343 0.148443 0.132723 0.124884 0.107467 0.104776 0.0950515 0.0923133 0.0862213
threshold=0.31392000000000003 -0.066229999999999997 0.087645000000000015 0.076450000000000004 -0.020369999999999996 -0.081864999999999979 0.11391500000000002 0.096880000000000008 -1.0000000180025095e-35 0.083400000000000016 0.098100000000000007 0.11995000000000001 0.080705000000000013 0.087805000000000008 0.061835000000000008 -0.012504999999999997 0.082965000000000025 0.086375000000000021 0.087685000000000013 -0.080684999999999993 0.083395000000000011 -0.040874999999999995 0.11382000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 9 -2 -3 15 8 -4 -1 11 17 13 16 22 21 18 -6 -11 -16 -17 -7 -15
right_child=4 2 7 -5 10 6 -8 -9 -10 12 -12 -13 -14 14 19 20 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0011404470310488147 0.00037175148896712138 0.00097434935574970498 0.00090267211210678662 0.0016697910601980765 0.00093771344284647093 0.0012970315835459797 0.00097650290801296893 0.00075521794008751866 0.0012641022348884735 0.001433570042967321 0.00051940854209586024 0.000598973531564676 0.0015327831607212657 0.0013386703136475952 0.0010602690515811089 0.0014356800005569314 0.0012706658555029502 0.00074006721510037291 0.0012939333616997059 0.0012547938256843917 0.0012822706556370723 0.0010923403245106991 0.0012359300099906107
leaf_weight=100 55 101 81 66 90 52 64 91 59 455 59 69 86 882 53 90 88 61 76 83 103 52 110
leaf_count=100 55 101 81 66 90 52 64 91 59 455 59 69 86 882 53 90 88 61 76 83 103 52 110
internal_value=0 0.00128492 0.00110122 0.00134858 0.00066497 0.00118315 0.00124147 0.000937202 0.00105524 0.0013376 0.000722646 0.000776991 0.00134834 0.00133924 0.00130949 0.00129844 0.00139338 0.000858103 0.00141365 0.00117925 0.00135399 0.00119502 0.00132731
internal_weight=0 2692 693 1999 334 462 361 231 140 1933 279 220 1833 1747 1128 297 619 151 531 136 193 104 992
internal_count=3026 2692 693 1999 334 462 361 231 140 1933 279 220 1833 1747 1128 297 619 151 531 136 193 104 992
is_linear=0
shrinkage=0.0032998


Tree=7877
num_leaves=19
num_cat=0
split_feature=4 43 42 43 15 10 39 50 484 1456 1425 1 150 40 49 13 4 130
split_gain=0.237541 0.130459 0.256419 0.136348 0.152438 0.114147 0.113519 0.0980717 0.0890147 0.109307 0.0804266 0.0751661 0.0630562 0.0860933 0.111724 0.0621974 0.0385851 0.0342344
threshold=0.26546000000000003 0.10751000000000001 -0.044384999999999994 0.05259500000000001 0.089835000000000012 -0.063134999999999983 0.096775000000000014 -0.23108499999999996 0.12438500000000001 -0.094079999999999983 0.082985000000000017 0.14367000000000005 0.097540000000000016 -0.062739999999999976 1.0000000180025095e-35 -0.071104999999999988 0.0063750000000000013 0.10820000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 17 6 -5 -2 7 -1 9 -9 -11 12 13 -7 15 -15 -4 -3
right_child=5 2 16 4 -6 11 -8 8 -10 10 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.010089806131898995 -0.0073998279715213073 0 0.010864551635419174 -0.0071353485986920418 0.0040557563378699393 0.0043519992131483658 -0.0026514376490773439 -0.0035375272279304514 0.0094588413992342801 0.003919571070712391 0.0099588543927378731 0.006625055894795855 0.0049550894569412671 -0.0018727114012623142 0.0028103949777422746 -0.0096892258446508572 0.017347777744124836 0.0056330262435521214
leaf_weight=82 54 63 57 66 72 56 67 54 86 1907 65 55 55 53 58 65 52 59
leaf_count=82 54 63 57 66 72 56 67 54 86 1907 65 55 55 53 58 65 52 59
internal_value=0 0.00421124 0.00803805 0.00384201 -0.00128349 -0.000205626 0.00415564 0.00436433 0.00414118 0.00391457 0.00411955 0.000925047 -0.000161029 -0.00138165 -0.0032162 -0.00619364 0.013974 0.00271993
internal_weight=0 2630 231 2399 138 396 2261 2194 2112 2026 1972 342 287 232 176 118 109 122
internal_count=3026 2630 231 2399 138 396 2261 2194 2112 2026 1972 342 287 232 176 118 109 122
is_linear=0
shrinkage=0.16829


Tree=7878
num_leaves=19
num_cat=0
split_feature=4 16 1444 3 4 4 0 3 49 4 2 4 16 16 4 1452 49 0
split_gain=0.164283 0.0931616 0.100257 0.0913254 0.126276 0.124019 0.113404 0.183636 0.105453 0.154436 0.0825821 0.16927 0.159729 0.0827641 0.0800636 0.0947178 0.0882073 0.0826947
threshold=0.26546000000000003 -0.50942999999999994 -0.077589999999999978 -0.13392999999999997 -0.15615999999999999 -0.49269499999999994 -0.10298499999999998 -0.044539999999999989 -0.07278999999999998 0.016670000000000001 0.11504500000000002 0.41696500000000003 -0.11082499999999999 -0.50472499999999987 0.061835000000000008 1.0000000180025095e-35 0.13441 -0.060454999999999995
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 -4 7 -5 -9 -10 11 -2 13 -12 15 16 -8 -16
right_child=10 2 3 6 -6 -7 14 8 9 -11 12 -13 -14 -15 17 -17 -18 -19
leaf_value=0.010503129194120711 -0.0026530374830060289 -0.0039399756552983226 0.008945831815225699 -0.007119510965613478 0.011746049341410667 -0.0021901443506449144 0.0034552159456743242 0.0081395095916876811 -0.0035295733518466402 0.0075956531381791053 -0.0030575861992571747 0.0073842587470238823 -0.010273352516693849 0.0049134146366340654 -0.0038521195062702989 0.0091064663149845043 0.010318439548801451 0.0046668372079017167
leaf_weight=53 95 52 55 74 88 58 1740 67 106 53 87 95 55 64 78 96 55 55
leaf_count=53 95 52 55 74 88 58 1740 67 106 53 87 95 55 64 78 96 55 55
internal_value=0 0.00350296 0.00335829 0.0035093 0.00695843 0.00321412 0.00321022 0.000150472 0.00253886 0.000167536 -0.000169495 0.00235615 -0.0025077 0.000308953 0.00366285 0.00394363 0.00366651 -0.000315734
internal_weight=0 2630 2577 2525 201 113 2324 300 226 159 396 190 206 151 2024 1891 1795 133
internal_count=3026 2630 2577 2525 201 113 2324 300 226 159 396 190 206 151 2024 1891 1795 133
is_linear=0
shrinkage=0.16829


Tree=7879
num_leaves=23
num_cat=0
split_feature=1 1 12 47 4 51 4 0 39 13 4 4 13 1 39 0 4 16 156 12 2 1
split_gain=15.6945 2.68534 1.98573 1.12634 1.03333 0.719422 0.616096 0.528809 0.532391 0.4315 0.534674 0.374883 0.307294 0.287065 0.283731 0.254484 0.288295 0.210328 0.208561 0.178412 0.160384 0.0540448
threshold=0.10442000000000001 0.12700000000000003 0.085075000000000026 0.085585000000000008 0.24099500000000004 0.083615000000000009 -0.013359999999999999 -0.14920999999999998 0.055555000000000007 -0.034484999999999995 -0.025079999999999995 0.032770000000000001 -0.090069999999999983 0.15190500000000004 0.087735000000000021 -0.082494999999999985 -0.50231999999999988 -0.13895999999999997 0.086995000000000017 0.094955000000000025 0.10859000000000001 0.077845000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 12 13 5 7 -4 -1 11 21 -11 15 -2 14 -3 18 -17 -13 -9 -19 -14 -7
right_child=1 3 6 -5 -6 9 -8 8 -10 10 -12 17 20 -15 -16 16 -18 19 -20 -21 -22 -23
leaf_value=0.0014967890859385916 0.00040747098093616395 0.00049756954319400237 0.0013135876125696883 0.00075807071388431875 0.00088105328507296309 0.0012553637099951725 0.00091306555765077605 0.0013330481293316774 0.00098478906726050253 0.0011452395315167375 0.00073652611085503949 0.0012519300402602678 0.00080917838578909297 7.4094881447116766e-05 0.00021739607137514043 0.0014410609502326468 0.0012071330056643759 0.00088622080116700194 0.001171528228861151 0.0011412201112470405 0.00060337668646254596 0.0011112408183494313
leaf_weight=91 57 76 75 72 99 86 97 660 88 70 71 78 72 55 83 64 746 55 105 71 103 52
leaf_count=91 57 76 75 72 99 86 97 660 88 70 71 78 72 55 83 64 746 55 105 71 103 52
internal_value=0 0.000645679 0.000818965 0.000400773 0.00121222 0.00122686 0.00108792 0.00124931 0.00123722 0.00106922 0.000939683 0.00124969 0.000619418 0.000280396 0.000351537 0.0012671 0.00122566 0.00111515 0.00131092 0.00103019 0.000688251 0.00120131
internal_weight=0 690 404 286 2336 2237 172 1958 1867 279 141 1779 232 214 159 1575 810 204 765 126 175 138
internal_count=3026 690 404 286 2336 2237 172 1958 1867 279 141 1779 232 214 159 1575 810 204 765 126 175 138
is_linear=0
shrinkage=0.0032998


Tree=7880
num_leaves=26
num_cat=0
split_feature=1 155 47 124 1 14 0 1 1 15 0 1 15 1 159 0 159 151 49 0 40 49 15 15 49
split_gain=17.7593 2.64738 1.71741 1.10539 0.832666 0.791146 1.131 0.716486 0.459096 0.427565 0.349586 0.496115 0.313495 0.284015 0.252027 0.24234 0.220594 0.168603 0.162556 0.1477 0.145812 0.145293 0.12186 0.113523 0.0164818
threshold=0.10404000000000001 0.089885000000000007 0.091930000000000012 -0.080429999999999988 0.12000500000000001 0.073890000000000011 -0.10462499999999998 0.083670000000000008 0.118385 -0.040769999999999994 -0.071299999999999988 1.0000000180025095e-35 -0.41725999999999991 0.090435000000000015 0.043570000000000005 -0.044434999999999995 0.10323000000000002 -0.085604999999999987 0.095455000000000012 -0.07223499999999998 -0.066359999999999988 0.096375000000000016 -0.079149999999999984 -0.097794999999999979 -0.046109999999999991
decision_type=2 2 2 2 2 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 20 6 7 23 -4 12 14 15 19 -13 17 21 -16 -8 -19 -6 -2 -12 -22 -5 -9
right_child=1 -3 8 5 9 -7 10 24 -10 -11 11 13 -14 -15 16 -17 -18 18 -20 -21 22 -23 -24 -25 -26
leaf_value=0.0010398648345677512 0.00061059811308787181 0.0014373151318206366 0.0012444820109692397 0.0014434886890420376 0.00037990764034251048 0.0017041851303282618 0.0015540650754669308 0.00091293918814837512 0.00086197339121487238 0.00072318283546598877 0.0013751310308271513 0.0016861354450252973 0.00019410032762694413 0.0013706038653050387 0.0017049893313029311 0.0010980972435561689 0.0014491675596224017 0.0014214550862548278 0.0012693591171553257 0.0006191850063558996 0.00070769691093083864 0.001173651030401146 0.00089194473947272132 0.0012320075443923019 0.0010104542128192989
leaf_weight=98 63 59 59 60 64 90 102 52 84 54 132 52 61 84 70 86 85 1136 87 52 81 60 82 59 52
leaf_count=98 63 59 59 60 64 90 102 52 84 54 132 52 61 84 70 86 85 1136 87 52 81 60 82 59 52
internal_value=0 0.000769777 0.000704077 0.00138419 0.000605133 0.00139946 0.00138649 0.00116332 0.00102004 0.000465409 0.00141275 0.00132687 0.000386567 0.00149151 0.00143675 0.0012462 0.00156493 0.00142173 0.00141066 0.000487474 0.000747792 0.00131235 0.000800602 0.00133893 0.000962035
internal_weight=0 659 600 2305 457 2207 2117 223 143 231 1894 414 177 136 1480 278 155 1325 1223 116 226 192 163 119 104
internal_count=2964 659 600 2305 457 2207 2117 223 143 231 1894 414 177 136 1480 278 155 1325 1223 116 226 192 163 119 104
is_linear=0
shrinkage=0.0032998


Tree=7881
num_leaves=28
num_cat=0
split_feature=12 13 12 52 16 13 12 52 15 12 0 402 52 15 15 0 0 39 49 1203 13 0 52 403 16 12 160
split_gain=5.88735 1.67222 1.60243 0.783486 0.467633 0.457276 0.432347 0.419909 0.334957 0.330665 0.257422 0.252899 0.244319 0.202844 0.184173 0.143601 0.326676 0.136691 0.121207 0.111661 0.112912 0.110043 0.099032 0.178599 0.141711 0.0940185 0.0707485
threshold=0.056995000000000011 -0.00027999999999999998 0.14472000000000004 -0.0060599999999999994 -0.16956499999999999 0.0024700000000000004 -0.088684999999999986 0.023800000000000005 -0.031624999999999993 0.087765000000000024 -0.10339499999999999 0.090375000000000025 0.0030150000000000008 -0.18498499999999998 -0.053969999999999997 0.032970000000000006 -0.064994999999999983 0.091180000000000011 -0.011165 0.088980000000000017 0.064420000000000019 -0.14606999999999998 0.0049050000000000005 -0.0076149999999999994 -0.072904999999999984 0.099370000000000014 0.07827000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 5 10 8 13 21 -3 11 14 18 17 -1 -2 16 19 -8 -6 20 -11 -5 24 -24 -20 -18 -15
right_child=2 3 -4 7 9 -7 12 -9 -10 15 -12 -13 -14 26 -16 -17 25 -19 22 -21 -22 -23 23 -25 -26 -27 -28
leaf_value=0.00049235256273969202 0.0010682671246440396 0.00089330311810158539 0.00046196170613338017 0.00044959112254551795 0.00095003768924967734 0.00071038703266777272 0.00025431930052393303 0.00085073372709552268 0.001229072598876269 0.0010278685516005069 0.00067208209869849421 0.001264663436770247 0.00059547636180421555 0.00063104123275620086 0.00079449366249482176 0.0011329061777137334 0.00072808094490392375 0.00046510131435184511 0.0012811194958926881 0.0008510646202445853 0.00092351573548970871 0.00065275028105054645 0.001113786952456211 0.00093023757296953997 0.0010873674742525382 0.0009027232255950147 0.0007969653244923701
leaf_weight=82 59 61 60 62 97 53 92 87 72 814 62 76 53 65 52 77 56 54 53 52 140 58 130 111 234 97 55
leaf_count=82 59 61 60 62 97 53 92 87 72 814 62 76 53 65 52 77 56 54 53 52 140 58 130 111 234 97 55
internal_value=0 0.000662554 0.000994802 0.000815673 0.00100994 0.000971536 0.000512401 0.000675452 0.00107534 0.0010247 0.000844399 0.00108251 0.000402731 0.000620268 0.00094033 0.000991893 0.000982494 0.000332521 0.0010603 0.00100428 0.00101259 0.000548078 0.00108049 0.00102939 0.00112327 0.000839032 0.000707383
internal_weight=0 794 2170 393 2110 186 401 207 133 1937 173 701 199 202 111 1236 1159 146 625 1006 954 120 528 241 287 153 120
internal_count=2964 794 2170 393 2110 186 401 207 133 1937 173 701 199 202 111 1236 1159 146 625 1006 954 120 528 241 287 153 120
is_linear=0
shrinkage=0.0032998


Tree=7882
num_leaves=21
num_cat=0
split_feature=4 3 42 15 3 3 2 4 123 42 2 48 3 1212 0 43 43 4 49 4
split_gain=0.224614 0.137363 0.141836 0.136059 0.113858 0.156454 0.148574 0.13123 0.119388 0.106434 0.129481 0.099282 0.165156 0.250504 0.120809 0.0932052 0.0892886 0.0953624 0.081597 0.0704446
threshold=0.2642250000000001 0.10766000000000002 0.13996000000000003 -0.018024999999999996 -0.0031199999999999995 -0.023409999999999997 0.08542000000000001 -0.0024899999999999996 0.084000000000000005 0.090295000000000014 -0.021469999999999996 0.085395000000000013 -0.088584999999999983 0.083290000000000017 -0.095724999999999991 -0.076364999999999988 -0.054204999999999996 0.42642000000000008 0.098965000000000011 -0.010909999999999998
decision_type=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 11 -6 -8 -7 10 -2 12 13 -1 -13 -11 -12 -18 -14 -16
right_child=9 3 -4 -5 6 8 7 -9 -10 15 16 14 18 -15 19 -17 17 -19 -20 -21
leaf_value=0.0054224459884690901 0.011200581917271456 0.0061899269466315111 -0.0021787611266211176 -0.0048256671391958116 0.017343749171310242 -0.0039620082812223366 0.012495942907171334 0.0017147303381441468 0.0059762202280997977 0.0021018114783893167 -0.004156724214454028 0.016557988418782355 0.0077455651051542649 -0.0042225436553729109 0.011756068769708297 -0.0076443613630382181 0.00012221097287222894 0.0081299674500733537 0.0032230768571494617 0.0053888140947974863
leaf_weight=441 52 65 52 62 63 71 67 62 66 58 53 58 1140 92 81 53 94 77 127 130
leaf_count=441 52 65 52 62 63 71 67 62 66 58 53 58 1140 92 81 53 94 77 127 130
internal_value=0 0.00621079 0.00649064 0.000798089 0.00667938 0.00633525 0.0106239 0.0073282 0.000812638 0.00185574 0.00362832 0.00670007 0.00624661 0.00375427 0.00972767 -0.00253558 0.00186245 0.00373855 0.00729366 0.00784163
internal_weight=0 2577 2450 127 2398 2206 192 129 137 387 276 2069 1800 533 269 111 224 171 1267 211
internal_count=2964 2577 2450 127 2398 2206 192 129 137 387 276 2069 1800 533 269 111 224 171 1267 211
is_linear=0
shrinkage=0.16829


Tree=7883
num_leaves=28
num_cat=0
split_feature=2 12 2 2 2 12 2 16 16 12 16 0 43 0 0 1212 49 16 1447 49 12 43 12 0 39 0 16
split_gain=5.54288 2.28677 1.33684 1.30152 0.554014 0.595489 0.484385 0.501048 0.411721 0.39321 0.393158 0.196112 0.457133 0.18025 0.166311 0.148462 0.145904 0.13379 0.111117 0.101661 0.093407 0.0923568 0.183508 0.084401 0.0840343 0.0817492 0.0530058
threshold=0.12026500000000001 0.078120000000000009 0.072175000000000017 0.10859000000000001 0.16993500000000003 0.094600000000000004 0.092250000000000013 0.0054050000000000009 -0.0015099999999999998 0.11160500000000002 0.022165000000000004 -0.11991499999999998 -0.0068849999999999996 -0.084154999999999994 -0.14755499999999996 0.032510000000000004 -1.0000000180025095e-35 -0.4193599999999999 -0.082844999999999988 0.11265500000000002 0.085235000000000019 0.084740000000000024 0.092755000000000018 -0.079864999999999978 0.087735000000000021 -0.069074999999999984 -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 2 2 2 2
left_child=1 2 8 6 5 10 16 14 24 11 17 12 -3 15 -8 21 -4 -2 -15 23 -17 22 -13 -20 -1 -11 -5
right_child=4 9 3 26 -6 -7 7 -9 -10 25 -12 13 -14 18 -16 20 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00035273363780682671 0.0002868615964391534 0.0009403195161381073 0.00086019567767005496 0.00047588731015806642 7.4325777072848956e-05 0.00064083945859063273 0.00047215540472628025 0.0009744453451213757 0.00060446606353051018 0.00073964464721842861 0.00048891832864171873 0.00088753740940971889 0.00051209142664584886 0.00098351110493296711 0.00072808651256545641 0.001115176436787107 0.0010965027990535762 5.1439260106042221e-05 0.00077418195870884612 0.00096742567275219656 0.00092590650877557548 0.0010144745381264236 0.0007051271543151408 0.00084068294574740903 0.00018122367098681304 0.00056723262179592864 0.00032601672388055358
leaf_weight=64 53 52 54 56 71 80 62 55 58 69 70 534 58 52 52 52 66 53 360 53 73 53 70 571 63 58 52
leaf_count=64 53 52 54 56 71 80 62 55 58 69 70 534 58 52 52 52 66 53 360 53 73 53 70 571 63 58 52
internal_value=0 0.000788515 0.000605703 0.000713759 0.000332842 0.000404403 0.000829375 0.000714788 0.00037363 0.000840272 0.000296731 0.00085205 0.000714847 0.000860333 0.000589205 0.000898711 0.000990458 0.000169483 0.000831329 0.000823252 0.00100492 0.00087845 0.000866455 0.000815006 0.000267931 0.000661183 0.000404054
internal_weight=0 2637 582 397 327 256 289 169 185 2055 176 1928 110 1818 114 782 120 106 1036 984 125 657 604 931 127 127 108
internal_count=2964 2637 582 397 327 256 289 169 185 2055 176 1928 110 1818 114 782 120 106 1036 984 125 657 604 931 127 127 108
is_linear=0
shrinkage=0.0032998


Tree=7884
num_leaves=20
num_cat=0
split_feature=1 3 4 2 2 4 11 2 2 2 376 11 15 0 3 0 3 3 131
split_gain=10.4735 1.72284 1.06167 0.877794 0.647138 0.568782 0.545132 0.365835 0.354472 0.288963 0.25565 0.242478 0.207199 0.264412 0.243098 0.22179 0.20161 0.166347 0.0754446
threshold=0.10398500000000001 -0.053364999999999996 0.24099500000000004 0.13881000000000002 -1.0000000180025095e-35 0.41552000000000006 1.0000000180025095e-35 0.12665000000000001 0.10859000000000001 0.097005000000000022 0.076485000000000011 0.084110000000000004 -0.15300999999999995 -0.11167499999999998 -0.13117499999999996 -0.17127999999999996 0.13470000000000001 0.11269500000000002 0.079610000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 4 -3 11 7 10 -6 -8 12 18 -1 15 -15 -14 -5 -10 -2
right_child=1 3 -4 16 8 -7 9 -9 17 -11 -12 -13 13 14 -16 -17 -18 -19 -20
leaf_value=0.0011994943899338885 0.00066367274378694222 0.00028089464048983826 0.00064514097063243672 2.3793928208782708e-05 0.00080566505067437117 0.00044940712532199771 0.0013344585254480106 0.00072798799904073548 0.00038332743065981357 0.0010198109449545854 0.00078297575580531025 0.0010272984482069508 0.00098294645721200107 0.00079476206551800331 0.0010226161721270206 0.00069178171318641036 0.000286831714248366 0.00061956990998864969 0.00083249450937695102
leaf_weight=64 53 98 90 55 67 52 85 54 62 53 56 55 65 54 1728 53 76 71 73
leaf_count=64 53 98 90 55 67 52 85 54 62 53 56 55 65 54 1728 53 76 71 73
internal_value=0 0.000526443 0.00099754 0.000402208 0.000501237 0.000755034 0.00101186 0.000998404 0.000609029 0.00121387 0.00100562 0.000842644 0.00101195 0.00100561 0.00101573 0.000852468 0.000176665 0.000509707 0.000761762
internal_weight=0 662 2302 429 298 233 2212 2074 200 138 2020 181 1964 1900 1782 118 131 133 126
internal_count=2964 662 2302 429 298 233 2212 2074 200 138 2020 181 1964 1900 1782 118 131 133 126
is_linear=0
shrinkage=0.0032998


Tree=7885
num_leaves=20
num_cat=0
split_feature=1 12 403 51 0 1 156 151 2 39 471 1427 160 12 51 1 11 52 42
split_gain=0.310803 0.139402 0.173306 0.138743 0.219071 0.117396 0.13137 0.13961 0.111015 0.0985351 0.084227 0.0931853 0.0780322 0.118523 0.0942125 0.0796791 0.15993 0.0778898 0.0366296
threshold=0.13662500000000002 0.083945000000000006 -0.080389999999999975 0.0033150000000000007 -0.14259999999999998 0.087305000000000008 0.094245000000000009 -0.082164999999999988 0.088005000000000014 0.0095750000000000019 0.086625000000000008 0.082040000000000016 -0.44328499999999998 0.090455000000000021 0.11984500000000002 0.11417500000000001 0.077905000000000016 -0.091869999999999993 0.08179500000000002
decision_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 17 7 -7 -9 -2 11 12 13 -3 15 16 -14 -4 -19
right_child=9 10 3 4 -6 6 -8 8 -10 -11 -12 -13 14 -15 -16 -17 -18 18 -20
leaf_value=-0.0047880383801763345 -0.0059424701696605105 0.0072133961947812427 0.010330244235769261 0.014488437085150395 0.0028669230948649396 0.0050763041815783715 0.0083954352888877658 0.0021492621864963638 -0.0060145559118275072 0.002443532373007257 0.00082508944814522068 0.013313783733813625 0.0059650171457743895 -0.0033981476114067193 0.012442903990682734 0.00094798159850522788 0.012944510663096459 0.0014045851110563057 0.0068705882036631362
leaf_weight=66 91 60 75 85 101 88 56 75 126 70 83 53 1428 59 71 80 100 87 59
leaf_count=66 91 60 75 85 101 88 56 75 126 70 83 53 1428 59 71 80 100 87 59
internal_value=0 0.00531453 0.00346773 0.00419469 0.00818749 0.0028794 0.000933381 -0.000506337 -0.00295942 -0.00228522 0.00609472 0.00633004 0.00612318 0.00193711 0.0064188 0.0061517 0.00642297 0.00590916 0.00362575
internal_weight=0 2752 818 752 186 566 345 289 201 161 1934 1851 1798 119 1679 1608 1528 221 146
internal_count=2913 2752 818 752 186 566 345 289 201 161 1934 1851 1798 119 1679 1608 1528 221 146
is_linear=0
shrinkage=0.16829


Tree=7886
num_leaves=16
num_cat=0
split_feature=3 14 12 16 3 48 12 3 41 4 132 483 1456 12 4
split_gain=0.264373 0.12766 0.14558 0.193671 0.167575 0.1024 0.0926711 0.0830152 0.0782122 0.111793 0.0834719 0.0822482 0.0865097 0.0475208 0.0302549
threshold=0.31966500000000003 0.073890000000000011 0.083945000000000006 0.31625000000000009 -0.12077499999999998 0.10911000000000001 -0.097314999999999985 -0.087414999999999979 0.077915000000000012 -0.42305999999999994 0.025710000000000004 -0.0037249999999999996 -0.090374999999999997 0.094545000000000018 -0.016894999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8 9 -4 11 13 -13 -11 -12
right_child=-2 -3 8 -5 5 -7 7 -9 -10 10 14 12 -14 -15 -16
leaf_value=-0.0067214967141091759 -0.0055840180145652132 0.010225270162123415 0.011346843359078942 0.011949620782473134 0.0082934918771029702 0.0082414883908089685 0.0070700102037275095 0.00023451607226460567 -0.001436872990316228 0.010348727407133891 0.010567458332834947 -0.0024684147131297266 0.0043135899586800499 0.0042285442356951629 0.0059318537981076754
leaf_weight=64 78 101 78 54 53 73 56 503 53 100 89 55 1421 58 77
leaf_count=64 78 101 78 54 53 73 56 503 53 100 89 55 1421 58 77
internal_value=0 0.00433772 0.00411956 0.00221116 0.00150665 0.00227804 0.00156378 0.000922502 0.00491223 0.00509237 0.00482035 0.00445274 0.00405966 0.00811345 0.00842803
internal_weight=0 2835 2734 803 749 685 612 559 1931 1878 1800 1634 1476 158 166
internal_count=2913 2835 2734 803 749 685 612 559 1931 1878 1800 1634 1476 158 166
is_linear=0
shrinkage=0.16829


Tree=7887
num_leaves=22
num_cat=0
split_feature=1 43 49 12 0 42 0 48 403 2 43 4 2 42 0 130 0 4 1 4 42
split_gain=0.183601 0.120169 0.124733 0.100657 0.14802 0.121744 0.0996715 0.0984392 0.100783 0.110512 0.0863658 0.0977517 0.103873 0.0970856 0.0859982 0.0841926 0.0778215 0.0643916 0.0548688 0.0481274 0.0261251
threshold=0.13707500000000003 -0.12788999999999998 0.08512500000000002 0.083945000000000006 -0.18240499999999996 0.094010000000000024 -0.040094999999999992 0.083305000000000004 -0.056304999999999987 0.08154500000000002 -0.097764999999999977 -0.088039999999999993 0.098500000000000018 0.11929000000000002 -0.077294999999999989 0.10284500000000001 -0.052874999999999998 -0.018069999999999996 0.1062 0.18095500000000003 -0.087904999999999983
decision_type=2 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 19 7 -2 8 -6 -10 -5 12 -12 15 20 16 -13 -9 -19 -3 -1
right_child=6 3 -4 10 5 -7 -8 17 9 -11 11 13 -14 -15 -16 -17 -18 18 -20 -21 -22
leaf_value=0.0051534679199777287 0.0012056467613211876 0.0084223972282589273 0.013973983104496155 -0.002443911364426685 -0.008751931147575236 0.0069006604748788076 -0.0074564667621306755 0.0078111826352379463 -0.0063072575321836983 0.0011146566681320793 0.014447968538834056 0.0047789475018775538 0.004716227108328184 -0.0018517748536394443 0.00041663757143067798 -0.00099766407540831077 -0.0012998147991711089 0.0043862664214424814 -0.0028668556477939432 0.0022059961044227786 0.0096469017164402104
leaf_weight=74 95 103 58 56 54 73 62 52 77 216 53 1315 77 79 73 83 62 58 60 55 78
leaf_count=74 95 103 58 56 54 73 62 52 77 216 53 1315 77 79 73 83 62 58 60 55 78
internal_value=0 0.00370611 0.00699686 0.0033288 0.00169419 0.000465804 -0.00220362 -0.000439317 -0.00206772 -0.000829681 0.00403656 0.00425508 0.0086976 0.00387865 0.00519032 0.00418995 0.00450394 0.00287396 0.000683013 0.00626983 0.00747113
internal_weight=0 2756 283 2473 748 590 157 517 347 293 1725 1669 130 1539 225 1460 1377 170 118 158 152
internal_count=2913 2756 283 2473 748 590 157 517 347 293 1725 1669 130 1539 225 1460 1377 170 118 158 152
is_linear=0
shrinkage=0.16829


Tree=7888
num_leaves=21
num_cat=0
split_feature=1447 1444 43 4 160 159 12 474 42 1210 482 12 51 51 12 4 4 15 52 52
split_gain=0.0928954 0.159988 0.11565 0.123451 0.146345 0.0984502 0.0954237 0.0937463 0.0906387 0.0868672 0.0848402 0.0886804 0.141174 0.102652 0.0949684 0.102136 0.0927753 0.0453896 0.0248832 0.0194028
threshold=-0.085574999999999984 -0.051419999999999993 -0.12788999999999998 -0.021269999999999997 0.035095000000000008 0.088690000000000005 0.085785000000000014 0.083260000000000015 0.084755000000000011 -0.066709999999999978 0.097205000000000014 0.083335000000000006 0.093070000000000014 -0.078689999999999982 0.10544500000000001 0.19778000000000004 0.071150000000000005 0.090385000000000007 0.086935000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 6 4 5 7 -3 9 -1 -4 11 12 13 -5 15 -13 -16 18 19 -8
right_child=1 2 3 10 -6 -7 17 -9 -10 -11 -12 14 -14 -15 16 -17 -18 -19 -20 -21
leaf_value=0.0037545671138799106 0.012101833921811765 0.010395042727676622 0.0079333702032252824 -0.0062251454596710058 0.0099597244125153965 -0.0023253147993227662 0.0062537931728929479 0.010569385660469598 -0.0053778882493901951 0.0026494192134505616 0.0076911581147531714 0.0023090226162200802 -0.0084394636468928894 0.0013040633005572987 0.0027959269924989244 0.0091548690752488154 -0.0062255091386709408 -0.00035515864783206393 0.0083913871497720144 0.0017389827380699886
leaf_weight=52 54 94 99 59 97 86 52 52 75 837 56 487 59 391 62 71 67 52 52 59
leaf_count=52 54 94 99 59 97 86 52 52 75 837 56 487 59 391 62 71 67 52 52 59
internal_value=0 0.00302063 0.00284048 0.0024482 0.00369111 0.00312327 0.00591071 0.00359936 -0.00162447 0.00321022 0.00128427 0.00098278 -0.000698081 0.000312908 0.00223075 0.00318331 -0.0018757 0.00394176 0.00532357 0.00387021
internal_weight=0 2786 2732 2423 1171 1074 309 988 127 936 1252 1196 509 450 687 558 129 215 163 111
internal_count=2913 2786 2732 2423 1171 1074 309 988 127 936 1252 1196 509 450 687 558 129 215 163 111
is_linear=0
shrinkage=0.16829


Tree=7889
num_leaves=34
num_cat=0
split_feature=1 15 2 1 12 12 15 0 13 1 159 2 401 2 42 0 43 2 1 52 42 15 15 15 52 52 13 42 0 0 402 52 43
split_gain=5.75395 0.918887 0.756087 0.649692 0.551138 0.484185 0.41844 0.303559 0.193926 0.177616 0.171374 0.156992 0.197565 0.129439 0.121944 0.119862 0.157136 0.232263 0.117664 0.155725 0.147225 0.0837191 0.0742083 0.0706681 0.113662 0.067094 0.0630981 0.057463 0.102761 0.0874522 0.0569442 0.0375473 0.0137683
threshold=0.10921500000000002 -0.26361999999999991 0.11917500000000002 0.095920000000000019 0.085075000000000026 0.085845000000000019 -0.43091499999999999 -0.061204999999999989 -0.007069999999999999 0.11744000000000002 0.10634 0.087605000000000002 0.086390000000000008 0.14744000000000002 -0.0070449999999999992 -0.14259999999999998 -1.0000000180025095e-35 0.09141500000000001 0.081005000000000008 -0.11183499999999999 0.087325000000000014 -0.043134999999999993 0.084630000000000025 -0.088954999999999992 -0.040589999999999994 0.084910000000000013 -0.08156999999999999 0.08179500000000002 -0.14043999999999998 -0.085674999999999987 0.086970000000000006 0.095870000000000011 -0.018369999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 4 7 -3 8 10 11 -5 -6 -2 12 14 -4 22 -13 23 -18 19 -9 -21 -7 32 24 -17 -24 -14 28 -16 -29 -25 -19 -1
right_child=1 2 13 5 9 21 -8 18 -10 -11 -12 15 26 -15 27 16 17 31 -20 20 -22 -23 25 30 -26 -27 -28 29 -30 -31 -32 -33 -34
leaf_value=0.00091072104402102529 0.00041000695650559362 0.00044145217455184629 0.00040371844187311049 0.00035616014064547704 0.00092485450624449209 0.00065693505431431616 -3.8310078507775941e-05 0.00078985586420658163 0.00059779394010325219 0.00066061817669733208 0.0001680800133430113 0.00089690296756498331 0.00089516769419322384 0.00020704782963269614 0.00084165652516900754 0.00098119126544148495 0.00051098901092188546 0.00070704955953155115 0.00082099699546240028 0.00044617819910141475 0.0006843585278147545 0.00082494515727146191 0.00090580077757998186 0.00075916905357774507 0.00078814257515405072 0.00075630068528458755 0.0010648880835129357 0.00085849917739914895 0.0006444529003809574 0.00076338585589851493 0.00087276640005796947 0.00082043629327922438 0.0010012727060566763
leaf_weight=53 78 97 86 60 52 52 52 52 95 63 55 91 53 65 54 55 59 79 52 56 60 100 76 406 95 66 52 251 68 201 60 66 53
leaf_count=53 78 97 86 60 52 52 52 52 95 63 55 91 53 65 54 55 59 79 52 56 60 100 76 406 95 66 52 251 68 201 60 66 53
internal_value=0 0.000401677 0.000498212 0.000777088 0.000625484 0.000634921 0.000212069 0.000798279 0.000504486 0.000780405 0.000310227 0.000812245 0.00084296 0.000319292 0.000825468 0.000780951 0.00076804 0.000687375 0.000681443 0.000638038 0.000569679 0.0007677 0.000887895 0.000794697 0.000859162 0.000836563 0.000979555 0.000798435 0.000732029 0.000816281 0.000773871 0.000758903 0.000956329
internal_weight=0 548 363 2365 212 307 185 2058 155 115 133 1838 927 151 822 911 820 204 220 168 116 152 248 616 150 142 105 574 122 452 466 145 106
internal_count=2913 548 363 2365 212 307 185 2058 155 115 133 1838 927 151 822 911 820 204 220 168 116 152 248 616 150 142 105 574 122 452 466 145 106
is_linear=0
shrinkage=0.0032998


Tree=7890
num_leaves=19
num_cat=0
split_feature=1456 483 1 1 51 394 480 51 4 49 1 1456 4 1211 1210 484 51 52
split_gain=0.135869 0.135192 0.0973825 0.250202 0.180936 0.159488 0.117002 0.0989637 0.0987767 0.0879182 0.0782985 0.0829513 0.0761652 0.0752214 0.0729165 0.0801106 0.0935035 0.0519071
threshold=-0.16130999999999998 0.088115000000000013 0.077375000000000013 0.084370000000000014 0.10446500000000002 -0.069384999999999988 0.087055000000000007 0.13640000000000002 1.0000000180025095e-35 0.083785000000000012 0.088395000000000015 0.048950000000000007 -0.0048949999999999992 0.091735000000000011 -0.087109999999999979 0.085790000000000019 -0.04448499999999999 0.12371000000000001
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 13 -6 12 -10 11 -3 -7 14 -2 16 -16 -12
right_child=1 10 3 4 7 8 -8 -9 9 -11 17 -13 -14 -15 15 -17 -18 -19
leaf_value=-0.0036279640229870624 -0.00087910715070202005 0.01431527531070367 -0.0074900631450419437 -0.0060389520479316268 0.013771040487252015 0.0034027475010367939 -0.0027390525987456274 0.0039617717857958193 0.0016015962058156742 -0.0055018447082189701 0.00045629478312123506 0.0054388958582152237 0.010051407391013335 -0.00085114318508872793 0.0094999728794466914 0.00045026710117701866 0.0049761683519907616 0.0077748954814748179
leaf_weight=75 58 69 71 64 61 544 64 57 365 57 54 54 54 67 152 93 917 57
leaf_count=75 58 69 71 64 61 544 64 57 365 57 54 54 54 67 152 93 917 57
internal_value=0 0.00361664 0.00326978 0.00221069 0.00278519 0.0021018 0.0042664 0.00904789 0.00261436 0.000637869 0.00749852 0.0104329 0.00400613 0.00461616 0.00491789 0.00520879 0.00562108 0.00423068
internal_weight=0 2858 2624 1273 1202 1084 1351 118 1020 422 234 123 598 1287 1220 1162 1069 111
internal_count=2933 2858 2624 1273 1202 1084 1351 118 1020 422 234 123 598 1287 1220 1162 1069 111
is_linear=0
shrinkage=0.16829


Tree=7891
num_leaves=16
num_cat=0
split_feature=4 3 123 3 14 48 43 3 3 52 52 16 49 48 3
split_gain=7.90244 1.69794 1.40781 0.461778 0.412589 0.434745 0.323987 0.293673 0.242775 0.295741 0.124413 0.229739 0.212386 0.118665 0.0555775
threshold=0.27998000000000006 0.11391500000000002 0.081180000000000016 -0.13827999999999999 0.073890000000000011 0.11280000000000003 -0.049364999999999992 0.30863500000000005 -0.15327499999999997 -0.23682999999999996 -0.14731999999999998 0.038245000000000008 0.11580500000000001 0.08783500000000001 0.25089000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 8 -5 -3 9 -1 11 -10 -12 -4 -8
right_child=3 7 13 6 -6 -7 14 -9 10 -11 12 -13 -14 -15 -16
leaf_value=0.00092704440313323081 0.00056092620256034827 0.00065809167295780783 0.00065591217141711101 0.00011079886048165712 0.0011458855979226211 0.00061735594395869733 0.00040955021028708506 0.00034135521581043007 0.0011993361333220967 0.00058918547249429292 0.00092888745472878391 0.00095356472732691219 0.00071774741760331437 0.00044450333685633944 0.00027550977276173091
leaf_weight=64 78 76 65 90 91 52 97 56 52 52 1760 235 55 55 55
leaf_count=64 78 76 65 90 91 52 97 56 52 52 1760 235 55 55 55
internal_value=0 0.000889291 0.000908713 0.000339716 0.000926457 0.000917645 0.000268272 0.000523986 0.000924669 0.000775894 0.000932862 0.000998218 0.000922509 0.00055931 0.000361281
internal_weight=0 2613 2481 320 2361 2270 242 132 2218 116 2102 287 1815 120 152
internal_count=2933 2613 2481 320 2361 2270 242 132 2218 116 2102 287 1815 120 152
is_linear=0
shrinkage=0.0032998


Tree=7892
num_leaves=12
num_cat=0
split_feature=9 10 151 1348 4 156 15 1455 4 156 4
split_gain=0.113942 0.118768 0.120831 0.161041 0.111913 0.104303 0.10938 0.106004 0.068544 0.0691466 0.0441034
threshold=0.09011000000000001 -0.084119999999999986 0.067425000000000013 0.083570000000000019 0.51292000000000015 0.089280000000000012 0.13954000000000003 0.08530500000000002 -0.49010499999999996 0.11605500000000001 -0.0072149999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -7 -10 -4
right_child=-2 2 10 -5 -6 8 -8 -9 9 -11 -12
leaf_value=0.010090051979392308 -0.0035776606416817146 0.0027768520102417053 0.012342955664474289 0.011330905918077682 -0.0028640362554775332 0.0018701928966030853 -0.004250268081300493 0.0075524331792540247 0.0061078378836366652 0.013580790546147265 0.0054856854448305714
leaf_weight=79 63 2099 55 68 88 62 59 141 113 52 54
leaf_count=79 63 2099 55 68 88 62 59 141 113 52 54
internal_value=0 0.00364339 0.00346027 0.00323599 0.00302473 0.00323059 0.0028894 0.00307826 0.00667811 0.00847384 0.00896226
internal_weight=0 2870 2791 2682 2614 2526 2299 2240 227 165 109
internal_count=2933 2870 2791 2682 2614 2526 2299 2240 227 165 109
is_linear=0
shrinkage=0.16829


Tree=7893
num_leaves=10
num_cat=0
split_feature=16 3 3 40 0 130 16 132 12
split_gain=0.102015 0.131516 0.1156 0.109907 0.0934505 0.0835625 0.0793006 0.0880836 0.103957
threshold=0.63086500000000012 -0.23394499999999999 -0.15041499999999997 0.053385000000000009 -0.10934999999999999 -0.14324999999999996 0.51041000000000014 -0.12636499999999998 0.12106500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 7 -7 -9
right_child=-2 2 3 -5 -6 6 -8 8 -10
leaf_value=0.0099325983196713683 -0.0032138969627136397 0.0022882784491923252 0.0096775399370978652 -0.0033638901438104254 -0.0068359733466987699 0.007998531425576506 0.0081202449219619707 0.0029376333725594861 -0.0043261916877743462
leaf_weight=77 75 66 57 72 61 95 88 2285 57
leaf_count=77 75 66 57 72 61 95 88 2285 57
internal_value=0 0.00306235 0.00287148 0.0031091 -0.00208009 0.0032903 0.0031454 0.00296502 0.00276008
internal_weight=0 2858 2781 2654 127 2582 2525 2437 2342
internal_count=2933 2858 2781 2654 127 2582 2525 2437 2342
is_linear=0
shrinkage=0.16829


Tree=7894
num_leaves=30
num_cat=0
split_feature=1 155 2 12 52 2 2 50 12 150 1 0 1 0 13 3 2 2 133 2 12 39 1 133 12 1 12 133 3
split_gain=6.09967 1.46907 1.05875 0.644558 0.42825 0.399762 0.336848 0.269942 0.274886 0.222962 0.253223 0.205936 0.219118 0.200652 0.159335 0.152766 0.14514 0.144501 0.170169 0.136538 0.118138 0.117545 0.113969 0.0694939 0.067399 0.0449638 0.0492994 0.050428 0.042147
threshold=0.10123500000000001 0.10022500000000002 0.14808000000000002 -1.0000000180025095e-35 0.12484500000000003 0.12623500000000001 0.11218000000000002 0.083800000000000013 0.088665000000000008 0.088985000000000009 0.085780000000000009 -0.061204999999999989 0.085410000000000014 -0.053169999999999995 -0.0088749999999999992 0.10766000000000002 0.088665000000000008 0.08895500000000002 0.11330000000000001 0.10457000000000001 0.083785000000000012 0.094095000000000026 0.079225000000000004 0.006510000000000001 0.084885000000000002 0.087055000000000007 0.095175000000000023 -1.0000000180025095e-35 0.17351000000000003
decision_type=2 2 2 2 2 2 2 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 14 6 7 13 9 16 11 -11 17 19 -5 21 -8 23 18 20 -13 -1 -2 24 -9 -19 -10 27 -27 -4
right_child=1 -3 28 4 -6 -7 15 8 25 10 -12 12 -14 -15 -16 -17 -18 22 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30
leaf_value=0.00097574815211139913 0.00048128945055588772 0.00092957355794514218 0.00020183307102829854 0.00072249033920093633 0.00081609559815695471 0.00057024585314047064 0.00026859571308853212 0.0010363682439621972 0.00090246109909722719 0.00081188224657402974 0.00051919777787874492 0.00054058843956611598 0.00088163732698041237 0.00046897959629510618 0.00019301071550345089 0.00049761618125146966 0.001151164102944332 0.00092848217810524735 0.00071944325018546745 0.00076849898241482446 0.00087086836387381759 0.00028978535767549071 0.00065917114370386918 0.00088322703558357785 0.00080880775999120954 0.00083932946287625055 0.00089009829080349855 0.00068847727576488754 6.9423115489738963e-05
leaf_weight=157 88 74 55 97 69 61 55 62 96 81 55 65 68 54 54 78 57 63 69 54 561 60 53 81 452 52 56 54 52
leaf_count=157 88 74 55 97 69 61 55 62 96 81 55 65 68 54 54 78 57 63 69 54 561 60 53 81 452 52 56 54 52
internal_value=0 0.000488205 0.000438814 0.000496781 0.000581997 0.000835433 0.000524996 0.00084299 0.000914691 0.000823398 0.000693776 0.000834807 0.000730797 0.000632064 0.000347691 0.000403173 0.00100742 0.000849136 0.000878604 0.000644306 0.000893851 0.000403891 0.000808243 0.00094987 0.000823516 0.000842676 0.00080703 0.000762813 0.000137814
internal_weight=0 736 662 555 353 2197 284 2136 458 1678 136 1542 187 151 202 133 200 1355 787 119 718 148 568 143 515 258 162 106 107
internal_count=2933 736 662 555 353 2197 284 2136 458 1678 136 1542 187 151 202 133 200 1355 787 119 718 148 568 143 515 258 162 106 107
is_linear=0
shrinkage=0.0032998


Tree=7895
num_leaves=14
num_cat=0
split_feature=39 13 15 147 42 39 48 15 15 151 14 481 13
split_gain=6.21386 2.45017 1.42123 1.34541 1.06621 0.651306 0.616325 0.379516 0.309516 0.307913 0.284481 0.275346 0.157066
threshold=0.085190000000000016 -0.27740999999999993 -0.26361999999999991 0.089430000000000023 -1.0000000180025095e-35 0.11592000000000001 0.12036500000000001 0.13248000000000001 -0.24211499999999997 -1.0000000180025095e-35 0.073890000000000011 -0.084709999999999994 -0.48634999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 6 -2 8 7 10 -6 -10 11 -4 -1
right_child=4 2 3 -5 5 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=0.00069470988731955329 0.00094570812394517375 0.00064242262603382539 0.0012235506237213674 0.00062655769296421989 0.00034652645613587109 0.00013457841652593727 0.00076664121721611779 0.00079638558289994916 0.00044587872063411681 0.00078153408361611475 0.0012661178826269006 0.001062024552700967 0.00045460395721810717
leaf_weight=53 52 98 125 80 70 63 75 54 57 64 87 2047 71
leaf_count=53 52 98 125 80 70 63 75 54 57 64 87 2047 71
internal_value=0 0.00101116 0.00103307 0.00104857 0.000514661 0.000426277 0.00106269 0.00107227 0.000522307 0.000623707 0.00107885 0.00107134 0.000557514
internal_weight=0 2690 2566 2468 306 254 2388 2313 191 121 2259 2172 124
internal_count=2996 2690 2566 2468 306 254 2388 2313 191 121 2259 2172 124
is_linear=0
shrinkage=0.0032998


Tree=7896
num_leaves=16
num_cat=0
split_feature=2 48 4 49 14 12 1429 51 12 157 481 160 2 12 481
split_gain=0.230125 0.136135 0.130308 0.116297 0.105459 0.0973697 0.0728354 0.114373 0.102796 0.109265 0.0660128 0.0805683 0.0534893 0.132418 0.0618774
threshold=0.13554000000000002 -0.032929999999999994 -0.000195 0.090165000000000009 -0.24168999999999999 -0.042789999999999988 -0.068264999999999978 -0.10145999999999998 0.092085000000000014 0.017590000000000005 -0.084709999999999994 -0.025879999999999997 0.10134000000000001 0.086565000000000017 0.001825
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 -2 -6 8 -8 -10 11 -9 14 -14 -12
right_child=3 4 -4 -5 6 -7 7 10 9 -11 12 -13 13 -15 -16
leaf_value=0.0040282550557469796 -0.0086198723845292095 0.011271507628259778 -0.0057445730547629591 0.0051455186010768723 -0.00021633913007551407 -0.00027216973287796703 0.012405186132733967 0.013051771041420733 0.0007962631282838001 0.010580765203027327 0.0041773747769401296 0.0042243621416019851 -0.0013374208084436436 0.0051825502642653225 0.010042313894416068
leaf_weight=82 66 65 73 58 93 100 95 52 74 58 1705 69 168 185 53
leaf_count=82 66 65 73 58 93 100 95 52 74 58 1705 69 168 185 53
internal_value=0 0.00427283 -0.000562841 -0.00132897 0.00455993 -0.00360196 0.00438828 0.00456316 0.00817046 0.00510912 0.00419548 0.00803281 0.00397468 0.00207447 0.00435521
internal_weight=0 2772 155 224 2617 166 2552 2459 227 132 2232 121 2111 353 1758
internal_count=2996 2772 155 224 2617 166 2552 2459 227 132 2232 121 2111 353 1758
is_linear=0
shrinkage=0.16829


Tree=7897
num_leaves=20
num_cat=0
split_feature=2 13 1 43 11 3 13 457 4 3 3 156 51 133 1186 13 2 43 133
split_gain=0.169146 0.102194 0.109238 0.157247 0.117853 0.112931 0.191504 0.0940698 0.103235 0.0842637 0.127736 0.0981472 0.119999 0.256049 0.11131 0.083676 0.0793942 0.0980766 0.063644
threshold=0.17730000000000004 0.27020000000000005 0.090740000000000015 -0.079409999999999994 0.088315000000000018 -0.078644999999999979 -0.046389999999999994 0.088850000000000026 0.51395000000000002 0.091085000000000013 -0.010059999999999998 0.087205000000000019 -0.025069999999999999 0.087455000000000019 0.048730000000000002 -0.077034999999999978 0.10134000000000001 -0.085594999999999991 0.087285000000000015
decision_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 15 5 6 -5 8 -7 10 11 12 13 -1 -14 -4 17 -17 -13
right_child=-2 -3 3 4 -6 7 -8 -9 -10 -11 -12 18 14 -15 -16 16 -18 -19 -20
leaf_value=0.014967176096304484 -0.0050198507555756925 0.01066780658667249 0.0025925507801895834 -0.009824019220837801 0.0098770017082160221 0.0052847713236817999 0.0033113310655739502 -0.0022328696258862488 -0.0025901171401329711 -0.0014232387234753752 0.010196622939382749 -0.0031065891674578994 0.0034919476799106846 0.00067769538117343361 0.010437551296937813 0.0029475056227120503 -0.0093037963452463172 -0.006699238844145537 0.0037475693383219764
leaf_weight=84 69 54 84 53 66 407 77 70 53 77 97 88 1345 62 69 65 53 55 68
leaf_count=84 69 54 84 53 66 407 77 70 53 77 97 88 1345 62 69 65 53 55 68
internal_value=0 0.00339994 0.00326271 0.00182046 0.00308775 0.00240611 -0.00203003 0.00349761 0.00437354 0.00401188 0.0042437 0.00390616 0.00430866 0.00891135 0.00383215 -0.00175253 -0.00387267 -0.00145895 -0.000107362
internal_weight=0 2927 2873 983 726 660 130 530 460 1890 1813 1716 1560 146 1414 257 173 120 156
internal_count=2996 2927 2873 983 726 660 130 530 460 1890 1813 1716 1560 146 1414 257 173 120 156
is_linear=0
shrinkage=0.16829


Tree=7898
num_leaves=28
num_cat=0
split_feature=1 3 43 3 3 4 4 47 39 12 11 4 130 12 4 13 43 1 43 12 43 12 43 13 13 1 4
split_gain=9.29238 2.42539 0.926359 0.980038 0.668992 0.889692 0.57348 0.538875 0.475341 0.494558 0.292186 0.285499 0.24485 0.209415 0.169266 0.163606 0.140608 0.112832 0.10245 0.194004 0.148754 0.097135 0.0728052 0.0625343 0.0656959 0.0579285 0.0295742
threshold=0.10123500000000001 -0.057749999999999989 -0.06372499999999999 0.28833000000000003 0.092005000000000017 -0.14595999999999995 -0.061939999999999988 0.083670000000000008 0.0039300000000000003 0.093670000000000017 1.0000000180025095e-35 0.25367000000000006 -0.08075499999999998 0.11755500000000001 -0.068809999999999996 -0.0088749999999999992 -1.0000000180025095e-35 0.13707500000000003 0.054875000000000007 0.083725000000000008 0.10440000000000002 0.095565000000000011 -0.082949999999999982 -0.012839999999999999 -0.06286499999999999 0.074220000000000022 -0.0042499999999999994
decision_type=2 2 2 2 2 2 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 15 11 8 -6 -2 16 9 10 12 -4 -1 14 21 22 -8 -5 19 -14 -20 -11 -3 24 -16 -23 -25
right_child=1 2 3 17 5 -7 7 -9 -10 13 -12 -13 18 -15 23 -17 -18 -19 20 -21 -22 25 -24 26 -26 -27 -28
leaf_value=0.00077857255628188194 0.0010274896060175572 0.00034364836851681217 0.00078621015969318063 0.00035333967262874349 0.0009971188487917686 0.00040595022566039909 0.00041216803912709195 0.00085852196616815601 0.00072341665054622068 0.00084586484061653037 0.0011745136034261967 0.00051598132998033222 0.0010967650218478302 0.00069357473537508556 0.00083415924018127082 5.914298727899928e-05 0.00064436051051231815 0.00014348450278189512 0.00075360263412901625 0.000976101819161436 0.00099254708450163386 0.00095765091212281477 0.00017020753827325493 0.00083255619131705001 0.00097719790770897544 0.0011021827604960129 0.00071591585432615248
leaf_weight=68 64 56 76 52 52 60 63 92 103 53 86 100 175 67 114 75 54 62 52 1045 68 82 52 58 57 57 53
leaf_count=68 64 56 76 52 52 60 63 92 103 53 86 100 175 67 114 75 54 62 52 1045 68 82 52 58 57 57 53
internal_value=0 0.000505373 0.000362288 0.000478364 0.000930468 0.000680736 0.000753154 0.000668979 0.000943534 0.000954658 0.000985789 0.000632871 0.000974236 0.000868623 0.000893292 0.000178149 0.000519635 0.000239517 0.000984139 0.000993439 0.000889298 0.000970068 0.000260466 0.000840893 0.000882045 0.00101717 0.00077718
internal_weight=0 746 473 290 2250 112 273 209 2138 2035 1494 176 1408 541 474 183 117 114 1340 1220 120 192 108 282 171 139 111
internal_count=2996 746 473 290 2250 112 273 209 2138 2035 1494 176 1408 541 474 183 117 114 1340 1220 120 192 108 282 171 139 111
is_linear=0
shrinkage=0.0032998


Tree=7899
num_leaves=19
num_cat=0
split_feature=2 150 9 1 2 1 1 151 13 2 403 160 3 13 2 3 42 156
split_gain=0.153939 0.100454 0.188404 0.0943956 0.0903957 0.122343 0.0869848 0.127744 0.0852671 0.134841 0.143109 0.0706758 0.118482 0.0573627 0.156017 0.0554795 0.0382899 0.0194993
threshold=0.13554000000000002 0.08486500000000001 0.037245000000000007 0.085410000000000014 -0.0098549999999999974 0.12801500000000002 0.11329500000000002 -0.010059999999999998 0.0040450000000000009 0.11152000000000002 -0.014459999999999999 -0.090189999999999979 0.097775000000000015 -0.24426999999999996 0.16993500000000003 -0.063264999999999988 0.095215000000000008 0.087515000000000009
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 -1 8 7 -5 11 10 -10 15 -13 -2 16 -6 -15 -3
right_child=13 3 -4 6 5 -7 -8 -9 9 -11 -12 12 -14 14 -16 -17 -18 -19
leaf_value=-0.0024499101858667608 0.0034033613951326403 0.006979178425398554 0.011751582852179218 0.00062181911005622457 0.0054383658974795947 0.01198302884955129 0.0045543440822096359 -0.0093591584263417772 -0.0027507568605486844 -0.0052598134583418475 0.0049595597354264061 0.0041259288848904761 -0.0017210907554006507 0.0042703503494874858 -0.010102403348851041 0.011274527346421183 -0.0020296717443407915 0.0024283833282846812
leaf_weight=65 62 56 86 89 262 52 52 61 93 69 253 1418 105 53 53 57 56 54
leaf_count=65 62 56 86 89 262 52 52 61 93 69 253 1418 105 53 53 57 56 54
internal_value=0 0.00364296 0.00400393 0.000791087 0.00372251 0.00389705 -0.00136212 -0.00342513 0.00370996 0.00152392 0.00288194 0.00420149 0.00372164 -0.000937301 -0.00260963 0.00648682 0.00101716 0.00476148
internal_weight=0 2772 2460 312 2374 2309 202 150 2257 415 346 1842 1523 224 162 319 109 110
internal_count=2996 2772 2460 312 2374 2309 202 150 2257 415 346 1842 1523 224 162 319 109 110
is_linear=0
shrinkage=0.16829


Tree=7900
num_leaves=10
num_cat=0
split_feature=12 123 393 4 151 9 39 49 3
split_gain=0.155695 0.15609 0.155048 0.15497 0.127975 0.120057 0.133406 0.181287 0.110206
threshold=-0.22686499999999998 0.10832000000000001 0.10791000000000002 -0.51843499999999987 0.10365500000000001 0.083710000000000021 0.084270000000000012 -0.077259999999999981 0.12478500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 8 -8 -5
right_child=1 -3 -4 4 -6 -7 7 -9 -10
leaf_value=0.01063012098900864 0.0112710343207838 -0.0065598433012668041 -0.0066015821971070442 0.0026635379572706929 -0.0047506454317164581 -0.003706736155124556 0.015032524995179179 0.003916226384583785 -0.0029335720443373968
leaf_weight=64 57 56 53 2224 69 83 56 164 104
leaf_count=64 57 56 53 2224 69 83 56 164 104
internal_value=0 0.00222919 0.00240499 0.00257878 0.00239461 0.00258268 0.00278826 0.006754 0.00241272
internal_weight=0 2866 2810 2757 2700 2631 2548 220 2328
internal_count=2930 2866 2810 2757 2700 2631 2548 220 2328
is_linear=0
shrinkage=0.16829


Tree=7901
num_leaves=15
num_cat=0
split_feature=12 393 4 13 0 40 50 12 13 50 50 16 1 0
split_gain=0.107664 0.103098 0.111691 0.102358 0.134937 0.0879376 0.0826573 0.151893 0.158228 0.10785 0.0985803 0.0685805 0.0330175 0.0178542
threshold=-0.22686499999999998 0.10791000000000002 -0.51843499999999987 -0.15325499999999995 -0.10726999999999999 0.0023950000000000004 0.10114000000000002 0.088185000000000013 -0.083914999999999976 0.08461500000000001 0.090195000000000011 -0.011964999999999998 0.094090000000000021 -0.15270499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 13 6 9 8 -8 11 -11 -5 -9 -4
right_child=1 -3 3 5 -6 -7 7 12 -10 10 -12 -13 -14 -15
leaf_value=0.0088411806810506383 0.0093742344587588403 -0.0054906034162826873 -0.00080800596908710406 0.0031159948185014944 -0.008764791984740344 -0.0046122377391632401 0.00076415658404048535 0.00097957650057496474 -0.01144837113885473 0.012865944863820368 0.003866553702362129 0.001153802229608452 0.0056262549514794211 0.00356012181561206
leaf_weight=64 57 53 53 1183 58 54 63 126 57 52 105 886 67 52
leaf_count=64 57 53 53 1183 58 54 63 126 57 52 105 886 67 52
internal_value=0 0.00185383 0.00199285 0.00183953 -0.00224574 0.00209703 0.00224043 -0.000315143 -0.00502182 0.00260058 0.00685869 0.0022766 0.00260198 0.00133815
internal_weight=0 2866 2813 2756 163 2593 2539 313 120 2226 157 2069 193 105
internal_count=2930 2866 2813 2756 163 2593 2539 313 120 2226 157 2069 193 105
is_linear=0
shrinkage=0.16829


Tree=7902
num_leaves=19
num_cat=0
split_feature=14 8 52 51 15 43 156 11 4 4 3 4 3 156 43 48 156 51
split_gain=0.111549 0.133156 0.11194 0.0986653 0.203606 0.170253 0.194242 0.157265 0.237312 0.130487 0.125162 0.146136 0.130561 0.0861845 0.0838803 0.061245 0.0370328 0.0486167
threshold=-0.13131999999999996 0.077880000000000019 -0.063199999999999992 -0.019069999999999997 -0.036279999999999993 -0.083284999999999984 0.087080000000000005 0.08235000000000002 -0.42305999999999994 -0.049279999999999997 0.086845000000000019 0.00093000000000000016 -0.0037099999999999998 0.092060000000000017 -1.0000000180025095e-35 0.089715000000000017 0.087380000000000013 -0.42049999999999993
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 16 6 -6 8 -5 13 12 -12 14 -7 -10 -13 17 -2
right_child=1 -3 -4 7 5 9 -8 -9 10 -11 11 15 -14 -15 -16 -17 -18 -19
leaf_value=0.0012449525949441221 0.0017561828450458335 -0.0065274034633039891 0.01121097255717224 0.01311632961895981 -0.015692539957492615 0.0082761003819913151 -0.0019505249399252764 -0.0058160309541210658 0.0028779177881110836 -0.005242116077192314 -0.0089473035903895777 0.0039370113083697141 0.0086117947574835922 -0.00081817445993847063 0.00019005554560386529 -0.0033777337542076707 0.00029729942872482967 0.007383631765554362
leaf_weight=61 89 58 68 57 54 55 64 68 1301 85 59 83 95 63 442 53 88 87
leaf_count=61 89 58 68 57 54 55 64 68 1301 85 59 83 95 63 442 53 88 87
internal_value=0 0.00144605 0.00651229 0.0016153 -0.000320573 -0.0031706 -0.00825447 0.00214091 0.00240066 -0.000206598 0.00209934 -0.00194943 0.00252986 0.00340546 0.00219734 0.0010732 0.003138 0.00454814
internal_weight=0 2801 129 2743 585 321 118 2158 2090 203 2033 195 1838 118 1743 136 264 176
internal_count=2930 2801 129 2743 585 321 118 2158 2090 203 2033 195 1838 118 1743 136 264 176
is_linear=0
shrinkage=0.16829


Tree=7903
num_leaves=20
num_cat=0
split_feature=1 12 2 12 39 2 151 1 2 12 447 11 49 12 49 151 2 1 43
split_gain=5.87246 1.5047 0.826876 0.352125 0.354093 0.286414 0.271181 0.235394 0.206408 0.151207 0.142098 0.147489 0.141528 0.163575 0.137049 0.0857761 0.0803122 0.0902217 0.0373582
threshold=0.10290000000000001 -1.0000000180025095e-35 0.11203000000000002 0.11755500000000001 0.0047850000000000011 0.14290000000000003 0.053170000000000002 0.086165000000000005 0.11366500000000002 0.10700500000000002 0.085135000000000016 1.0000000180025095e-35 0.0033550000000000003 -0.089399999999999993 0.10470500000000001 -0.03268999999999999 0.10301500000000001 0.11417500000000001 -0.081744999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 9 4 6 15 8 -6 10 16 11 14 13 -2 -1 -4 17 -3 -15
right_child=1 2 5 -5 7 -7 -8 -9 -10 -11 -12 -13 -14 18 -16 -17 -18 -19 -20
leaf_value=0.00076473666279488269 0.00032378732006747976 0.00084017766117014012 0.00031826840031904963 0.00050228208940994196 0.0006869429690589692 0.00015539365801205558 0.00053745495827763837 0.00038975757595381629 0.00059775915777631014 0.00048211461266494532 0.00058756536103297507 0.00089398161291267175 3.3468998179013775e-05 0.00020277224217885511 0.00064375654935701983 0.00048538711338797717 0.00057673492518138753 0.00065259993447401121 8.3213043497212794e-05
leaf_weight=1613 97 53 53 75 68 59 68 52 93 52 53 93 54 55 113 99 52 66 62
leaf_count=1613 97 53 53 75 68 59 68 52 93 52 53 93 54 55 113 99 52 66 62
internal_value=0 0.000379814 0.000499913 0.00072604 0.000733818 0.00035147 0.000744152 0.000558456 0.000751287 0.00064021 0.000758895 0.000763868 0.000185194 0.000223315 0.000756837 0.000427347 0.00068808 0.000736439 0.000139717
internal_weight=0 702 434 2228 2153 211 2033 120 1965 223 1872 1819 268 214 1726 152 171 119 117
internal_count=2930 702 434 2228 2153 211 2033 120 1965 223 1872 1819 268 214 1726 152 171 119 117
is_linear=0
shrinkage=0.0032998


Tree=7904
num_leaves=10
num_cat=0
split_feature=1375 123 14 2 52 393 1443 42 52
split_gain=0.105081 0.0864594 0.0944438 0.115279 0.0900873 0.0880643 0.0653 0.0625479 0.0431725
threshold=-0.081864999999999979 0.10832000000000001 -0.13131999999999996 -0.14339499999999997 0.5140450000000002 0.10791000000000002 0.084655000000000022 -0.13719999999999996 -0.063199999999999992
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 5 6 7 -5 -2
right_child=1 -3 3 4 -6 -7 -8 -9 -10
leaf_value=-0.0037903871782186713 0.0032569882768598143 -0.0044610656562940696 -0.00493705727320971 0.0062354682045548029 -0.0031067465411494626 -0.0044120780229531852 0.0076638177312808552 0.0021694321724703793 0.009793486433486218
leaf_weight=89 53 56 66 113 88 53 68 2279 65
leaf_count=89 53 56 66 113 88 53 68 2279 65
internal_value=0 0.00207539 0.00220747 0.00200038 0.0021771 0.00236285 0.00250954 0.00236227 0.00687283
internal_weight=0 2841 2785 2667 2601 2513 2460 2392 118
internal_count=2930 2841 2785 2667 2601 2513 2460 2392 118
is_linear=0
shrinkage=0.16829


Tree=7905
num_leaves=26
num_cat=0
split_feature=1 3 10 0 3 34 1 0 3 3 1 0 0 49 48 3 16 16 1 0 1 16 1 16 1
split_gain=8.17288 1.93521 0.765268 0.481905 0.616044 0.420751 0.365973 0.305737 0.248518 0.211069 0.195515 0.152435 0.144975 0.127914 0.102856 0.137561 0.0961874 0.0871285 0.115659 0.215511 0.1462 0.0866049 0.0544979 0.0465952 0.020619
threshold=0.10398500000000001 -0.049204999999999992 -0.089679999999999982 -0.077614999999999976 0.086845000000000019 -0.010739999999999998 0.096315000000000026 -0.14920999999999998 0.28833000000000003 0.085880000000000012 0.11392000000000001 0.148925 -0.22163999999999998 -0.088694999999999982 0.097690000000000013 -0.022704999999999996 -0.27157999999999993 -0.082359999999999989 0.078320000000000015 -0.052874999999999998 0.090540000000000023 -0.063769999999999979 0.12019000000000001 0.40955000000000003 0.094935000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 -3 4 6 -4 7 -1 9 22 -2 17 -11 -9 15 -15 -12 -5 19 21 -20 -19 -7 -23 -22
right_child=1 2 5 11 -6 8 -8 13 -10 12 16 -13 -14 14 -16 -17 -18 18 20 -21 24 23 -24 -25 -26
leaf_value=0.0011656025180127863 0.00084582552713656283 -4.252803296688235e-07 0.00018697733546139904 0.00071450040168147527 0.00067162813238536901 0.00049794880974998366 0.00069603831333784748 0.00079168805383482486 0.00031783918158614878 0.00049108308801398056 0.00053883347881571446 0.00066468609770799691 0.0007252336933757631 0.00095474198233403101 0.00082857689005748261 0.0011064865834076556 0.00071777832188566404 0.0009605640157064237 0.001041074999221182 0.00065666315488933805 0.00080115579437495179 0.00078176579975070448 0.00035067139783187865 0.00090467901018986981 0.00088990881275623711
leaf_weight=77 99 54 71 54 92 56 60 56 88 53 53 58 67 1223 69 72 96 74 72 73 57 117 59 55 99
leaf_count=77 99 54 71 54 92 56 60 56 88 53 53 58 67 1223 69 72 96 74 72 73 57 117 59 55 99
internal_value=0 0.00049693 0.000367313 0.000905007 0.000935317 0.000417803 0.000950875 0.000961066 0.000468432 0.000524674 0.000730936 0.000829109 0.000622111 0.00094995 0.000956421 0.000963206 0.000654363 0.000844918 0.000857729 0.000816137 0.000915766 0.000863318 0.000422695 0.000821274 0.000857706
internal_weight=0 696 448 2308 1649 394 1557 1497 323 235 248 659 120 1420 1364 1295 149 601 547 319 228 246 115 172 156
internal_count=3004 696 448 2308 1649 394 1557 1497 323 235 248 659 120 1420 1364 1295 149 601 547 319 228 246 115 172 156
is_linear=0
shrinkage=0.0032998


Tree=7906
num_leaves=34
num_cat=0
split_feature=1 1 12 2 2 2 1 52 2 12 2 2 14 1 51 49 16 12 4 12 49 12 16 4 4 2 4 16 481 475 4 42 133
split_gain=14.1852 2.0821 1.85891 0.685363 0.617011 0.52735 0.511594 0.574639 0.485947 0.433724 0.338142 0.302056 0.301741 0.299172 0.272753 0.271422 0.718053 0.3101 0.407039 0.654051 0.185218 0.178203 0.156427 0.147406 0.0898325 0.110722 0.179691 0.0736123 0.11378 0.0843391 0.0577884 0.0373451 0.0448216
threshold=0.10398500000000001 0.13662500000000002 0.085075000000000026 0.093320000000000014 0.17990500000000001 0.10697500000000001 0.089370000000000019 -0.092084999999999986 -1.0000000180025095e-35 -0.042789999999999988 0.13084500000000002 0.10869000000000002 0.073890000000000011 0.11378500000000001 0.077730000000000007 -0.020454999999999997 -0.029134999999999998 0.08598500000000002 -0.00076499999999999995 0.082795000000000021 -0.081919999999999979 0.084065000000000015 -0.0024749999999999993 0.27420500000000009 -0.12685999999999997 0.11002000000000002 0.020110000000000006 -0.040874999999999995 -0.052634999999999994 -0.0059899999999999997 -0.036839999999999991 0.11195000000000001 -0.0085699999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 9 13 10 -8 -2 -3 14 -10 15 -4 24 16 -1 18 19 -17 -18 -21 23 -13 -5 26 -26 31 -29 -30 -27 32 -19
right_child=1 4 5 6 -6 -7 7 -9 11 -11 -12 22 -14 -15 -16 17 20 27 -20 21 -22 -23 -24 -25 25 30 -28 28 29 -31 -32 -33 -34
leaf_value=0.00059690461815238474 0.0001801848802384139 0.00011328518726561194 0.0011434779658962338 0.00082949920459421736 -0.00011803635417579224 0.0005762577502253076 0.00096326802123277301 0.00049273218750336923 0.00072242051998022228 0.00049247571422261359 0.00071174154487369011 0.00062272572071300194 0.0012699029726789565 0.00082489066021185177 0.0011767038458470205 0.00082891442257247835 0.0009284200787464846 0.0010213599017636591 0.0013227594670943538 0.0012740594866297679 0.0012093958615248905 0.0010983436864551003 0.00029954688476752062 0.00040123283395716299 0.0010116866157590292 0.00097374121926731858 0.00083168950353675519 0.00083156652553356399 0.0008888550599405262 0.0010467398350963153 0.0011239071200426314 0.00097247530376556629 0.001085830161414872
leaf_weight=53 67 67 55 53 54 58 56 58 52 65 52 61 68 81 77 90 53 288 93 92 53 227 62 74 154 54 105 53 53 158 74 89 255
leaf_count=53 67 67 55 53 54 58 56 58 52 65 52 61 68 81 77 90 53 288 93 92 53 227 62 74 154 54 105 53 53 158 74 89 255
internal_value=0 0.000477769 0.000586793 0.00101532 0.00017864 0.000841241 0.000927177 0.000724182 0.00043047 0.000300275 0.000967785 0.000497675 0.00105235 0.00095399 0.00099347 0.00104282 0.000912017 0.00105767 0.00112403 0.00107875 0.00106924 0.00114913 0.000438172 0.000501576 0.000961324 0.000979287 0.000938851 0.00102046 0.000972113 0.00100725 0.00106083 0.0010406 0.0010517
internal_weight=0 696 510 2308 186 194 683 114 316 132 569 249 1625 136 517 1557 159 1398 502 409 106 319 197 135 440 387 259 896 264 211 128 632 543
internal_count=3004 696 510 2308 186 194 683 114 316 132 569 249 1625 136 517 1557 159 1398 502 409 106 319 197 135 440 387 259 896 264 211 128 632 543
is_linear=0
shrinkage=0.0032998


Tree=7907
num_leaves=31
num_cat=0
split_feature=1 12 2 2 1 4 43 12 4 11 1 51 1 1 4 2 4 1 12 1212 2 1 43 4 43 15 15 15 43 2
split_gain=20.7791 3.62047 3.75619 1.34577 0.892652 0.644051 0.566704 0.515424 0.432798 0.350121 0.340138 0.311617 0.468864 0.216464 0.450326 0.189511 0.167074 0.165493 0.164345 0.17574 0.121362 0.121963 0.1098 0.106499 0.103421 0.0842932 0.0696805 0.0675086 0.0570243 0.0130544
threshold=0.10398500000000001 0.085075000000000026 0.11543500000000002 0.095850000000000005 0.13601500000000002 -0.013125 -0.025079999999999995 0.086655000000000024 0.50779500000000011 1.0000000180025095e-35 0.11378500000000001 0.0045000000000000014 0.085410000000000014 0.077020000000000019 -0.074254999999999988 0.09056500000000002 -0.0029949999999999998 0.12019000000000001 1.0000000180025095e-35 0.089955000000000021 0.11203000000000002 0.11790500000000002 -0.0071849999999999995 0.0040650000000000009 -0.01418 -1.0000000180025095e-35 -0.063834999999999989 -1.0000000180025095e-35 -0.004174999999999999 0.10859000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 10 9 6 13 17 -7 -6 11 -3 15 28 14 -5 16 18 -2 -1 -20 -8 -22 23 -18 27 -16 29 -17 -13 -9
right_child=1 2 -4 5 8 7 20 26 -10 -11 -12 12 -14 -15 25 24 22 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012393569483372243 0.00056519462494039315 0.0014527267111485499 0.0003679123235708154 0.0010065071434851535 0.00047120288817797631 0.00090626195056401292 0.00087947748149574338 0.0012194508068295005 0.00010157451006729599 0.0016169230128680113 0.0011573982416226447 0.0014329158536690889 0.0010257289421405837 0.0014808421333889642 0.0014662407457081967 0.0014387010251648556 0.0015645025991348257 0.00032328907614683763 0.0014392954241903393 0.0013003704205907368 0.0005888483429884651 0.0008050137987397108 0.0016102697524132837 0.0013555189666813448 0.0012238628709273871 0.0012998452228323925 0.001116900526151267 0.0012793959455826226 0.0012877570710522097 0.0013065981197455171
leaf_weight=60 79 77 67 52 84 93 60 73 59 84 100 87 60 80 60 86 52 52 847 119 61 57 87 65 81 94 67 53 56 52
leaf_count=60 79 77 67 52 84 93 60 73 59 84 100 87 60 80 60 86 52 52 847 119 61 57 87 65 81 94 67 53 56 52
internal_value=0 0.000710024 0.0010341 0.00136062 0.000535002 0.00122117 0.000634875 0.00110942 0.000318945 0.00140644 0.00128607 0.00139572 0.00127287 0.00133242 0.00127461 0.00141289 0.0014292 0.00046944 0.00141156 0.00142222 0.000756431 0.000693566 0.00151778 0.0014487 0.00132154 0.0013649 0.00120763 0.00137821 0.00137632 0.00125599
internal_weight=0 696 244 2308 452 571 309 285 143 1737 177 1653 203 286 206 1450 1230 131 1026 966 178 118 204 117 220 154 192 139 143 125
internal_count=3004 696 244 2308 452 571 309 285 143 1737 177 1653 203 286 206 1450 1230 131 1026 966 178 118 204 117 220 154 192 139 143 125
is_linear=0
shrinkage=0.0032998


Tree=7908
num_leaves=28
num_cat=0
split_feature=1 2 16 2 47 2 40 1 39 2 1452 1 0 2 1 0 16 16 16 42 16 1 2 132 2 50 0
split_gain=13.8162 2.58152 0.891955 0.744068 0.677615 0.519948 0.472452 0.469793 0.266495 0.438297 0.227249 0.235415 0.412186 0.302727 0.221359 0.322889 0.232042 0.198226 0.178842 0.149088 0.111726 0.0841532 0.0686018 0.0655195 0.0630524 0.0421751 0.0370893
threshold=0.10575500000000002 0.16730000000000003 0.23599500000000004 0.094905000000000017 0.09023500000000001 -1.0000000180025095e-35 -0.027374999999999997 0.13276500000000002 0.087735000000000021 0.10043500000000001 0.085260000000000016 0.083065000000000014 -0.14104999999999998 1.0000000180025095e-35 0.089370000000000019 0.048235000000000007 0.31625000000000009 0.16703000000000004 -0.15105999999999997 -0.087904999999999983 -0.078504999999999991 0.11790500000000002 -1.0000000180025095e-35 0.088210000000000011 0.097180000000000016 0.10951000000000001 -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
left_child=3 2 4 5 7 -1 -5 8 9 -2 11 12 -7 25 15 19 -16 20 -11 -8 -14 -4 -9 24 -21 26 -13
right_child=1 -3 21 6 -6 10 14 22 -10 18 -12 13 17 -15 16 -17 -18 -19 -20 23 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00082455241971355882 0.00082138293965043185 -4.9008921700126123e-05 0.0009488009322114495 0.00070163254335396847 0.00076259718983041945 0.001418836432108725 0.00088722225546448161 0.00019054416768479922 0.00034064238409398063 0.00062806850739908647 0.00089807737038432168 0.0010587379947522291 0.0011666427321375091 0.00088489044142833046 0.00070435467401351267 0.00077540284310701163 0.0010097788982239158 0.00092420862495703766 0.00038277108951144455 0.0012076275038465916 0.0010940575950417453 0.0007584731577218336 0.00035825361056990188 0.00096411716040855342 0.0010740834095158203 0.0010100991078140621 0.0011396997161789808
leaf_weight=79 63 79 56 72 102 54 54 54 60 57 60 122 507 102 57 53 54 55 78 52 478 52 55 52 243 69 185
leaf_count=79 63 79 56 72 102 54 54 54 60 57 60 122 507 102 57 53 54 55 78 52 478 52 55 52 243 69 185
internal_value=0 0.000510013 0.000586612 0.0010518 0.000524161 0.00108779 0.00095507 0.000457796 0.00053468 0.000593301 0.00110051 0.00110821 0.00113528 0.00104618 0.000987304 0.00102 0.000853257 0.00112053 0.000486602 0.00105224 0.00113145 0.000857488 0.000275491 0.00107782 0.00109774 0.00108983 0.00110764
internal_weight=0 656 577 2348 469 1711 637 367 258 198 1632 1572 1094 478 565 454 111 1040 135 401 985 108 109 347 295 376 307
internal_count=3004 656 577 2348 469 1711 637 367 258 198 1632 1572 1094 478 565 454 111 1040 135 401 985 108 109 347 295 376 307
is_linear=0
shrinkage=0.0032998


Tree=7909
num_leaves=23
num_cat=0
split_feature=1 3 34 3 40 12 1 0 3 0 3 12 1 11 13 52 0 12 15 13 52 3
split_gain=5.5002 1.28761 0.689313 0.600014 0.404745 0.312156 0.251465 0.23949 0.268726 0.321459 0.200274 0.232241 0.161723 0.190506 0.138954 0.136907 0.116948 0.199103 0.162897 0.101434 0.0917634 0.0721925
threshold=0.10575500000000002 -0.036264999999999992 -0.027829999999999997 0.3148450000000001 -0.034699999999999988 0.085075000000000026 0.11392000000000001 -0.060094999999999989 0.088880000000000015 -0.14920999999999998 0.076825000000000018 -0.081654999999999991 0.078320000000000015 1.0000000180025095e-35 -0.072459999999999983 0.092770000000000005 -0.11742499999999999 0.08598500000000002 0.087670000000000012 -0.069444999999999993 -0.15824499999999997 0.143375
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 -3 10 14 -2 -7 8 9 -6 11 -4 15 -14 -1 -9 -11 18 -18 -8 -19 -12
right_child=1 2 3 -5 7 6 19 12 -10 16 21 -13 13 -15 -16 -17 17 20 -20 -21 -22 -23
leaf_value=0.00041075799786969853 0.00034528472128909134 -4.753474239911552e-05 0.00044689386331063383 8.1553881378119953e-05 0.00095123315484077226 0.00079569019336075085 0.00042982700665890778 0.00064486876514191613 0.00056815735056598706 0.00060840926704375275 0.00055103225739181448 0.00015017388049185063 0.00061702908526536091 0.00088563794052624108 0.00063742245828162121 0.00043021717375240032 0.00083376137199122507 0.0006431121643968807 0.00063491699637461163 0.00061979933280051564 0.00074119495246806799 0.00039462785627137129
leaf_weight=52 54 63 60 82 91 67 52 92 86 65 86 56 68 52 72 52 423 121 52 81 1122 55
leaf_count=52 54 63 60 82 91 67 52 92 86 65 86 56 68 52 72 52 423 121 52 81 1122 55
internal_value=0 0.000385316 0.000268943 0.000327861 0.000727211 0.000569359 0.000629682 0.000737485 0.000750161 0.000758495 0.000406313 0.000303953 0.000643243 0.00073372 0.000542654 0.0005676 0.000748638 0.000753923 0.000812067 0.000545789 0.000731675 0.000490273
internal_weight=0 656 402 339 2348 254 200 2224 1960 1874 257 116 264 120 124 144 1783 1718 475 133 1243 141
internal_count=3004 656 402 339 2348 254 200 2224 1960 1874 257 116 264 120 124 144 1783 1718 475 133 1243 141
is_linear=0
shrinkage=0.0032998


Tree=7910
num_leaves=27
num_cat=0
split_feature=1 9 1 42 1447 1447 2 13 403 4 1 1 2 50 42 1213 13 1 42 15 12 52 2 2 13 4
split_gain=0.656405 0.294165 0.171788 0.147372 0.133819 0.166478 0.133465 0.168503 0.279212 0.105245 0.143829 0.253207 0.149638 0.0968121 0.0886395 0.0842567 0.0825799 0.0770816 0.075618 0.0740674 0.0717921 0.0827841 0.0410106 0.0370604 0.0356751 0.0210468
threshold=0.12313000000000002 0.037245000000000007 0.15028500000000003 0.093155000000000016 -0.085574999999999984 -0.087599999999999983 0.093320000000000014 -0.091559999999999989 -1.0000000180025095e-35 -0.0092699999999999987 0.079440000000000024 0.10423500000000001 0.12068000000000001 0.11875500000000001 0.085965000000000014 0.08764000000000001 0.065520000000000009 0.13831000000000002 -0.042674999999999991 0.086115000000000011 0.093740000000000004 -0.082894999999999983 0.11203000000000002 0.11280000000000003 0.053700000000000005 0.074650000000000008
decision_type=2 2 2 2 2 2 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 -6 18 14 -12 -13 15 25 16 -9 -2 24 -10 21 -20 -16 -22 -8 -11
right_child=2 -3 -4 -5 6 -7 9 13 19 10 11 12 -14 -15 22 -17 -18 -19 20 -21 23 -23 -24 -25 -26 -27
leaf_value=0.0063658321099708858 -0.00054568421982681046 0.015703903031192411 -0.010301425595615376 -0.0072811043414277056 0.022002609541872383 -0.0065529291322051477 0.0052735281349556547 0.0055918610841705482 0.01087842105672733 0.0059734475483136824 -0.010554027210650857 0.0068840968141666067 -0.0037037987055320849 -0.00032645845620213977 -0.00056913439314190174 0.011363277736515947 0.010309339332981466 0.0072247550365438853 0.0071480602844798289 0.0024613469541999236 0.0033148361006704462 0.015475513703517747 0.0054297438493674018 0.0087322168850628157 -0.00087885145289243118 0.010295052077116274
leaf_weight=56 95 83 65 63 52 57 52 1135 69 69 56 94 63 63 77 91 117 58 101 53 121 52 55 52 54 65
leaf_count=56 95 83 65 63 52 57 52 1135 69 69 56 94 63 63 77 91 117 58 101 53 121 52 55 52 54 65
internal_value=0 0.00582937 -0.00271496 -0.000423675 0.00551394 -0.000134812 0.00577091 0.00670812 0.0116597 0.00414347 0.00241941 -0.000832206 0.00262401 0.00609406 0.00502991 0.00639658 0.00603415 0.00238823 0.00605094 0.00723655 0.00732283 0.00999005 0.00191679 0.00495357 0.00212235 0.00808316
internal_weight=0 2687 281 216 2604 113 2491 1580 174 911 479 213 157 1406 266 1343 1252 153 432 122 326 153 132 173 106 134
internal_count=2968 2687 281 216 2604 113 2491 1580 174 911 479 213 157 1406 266 1343 1252 153 432 122 326 153 132 173 106 134
is_linear=0
shrinkage=0.16829


Tree=7911
num_leaves=24
num_cat=0
split_feature=2 12 2 3 12 2 0 49 2 0 475 49 3 0 2 12 12 3 97 3 52 49 157
split_gain=11.7364 4.27998 2.26148 1.78761 1.40313 1.35454 0.830921 0.844994 0.782045 0.718737 0.58476 0.525759 0.394146 0.336372 0.3159 0.298329 0.297715 0.21812 0.211498 0.183139 0.179711 0.113305 0.096784
threshold=0.12068000000000001 -0.025219999999999996 0.17553000000000005 0.11878500000000002 0.093910000000000007 -1.0000000180025095e-35 -0.079554999999999987 -0.010984999999999998 0.10019000000000002 -0.105195 -0.079274999999999984 -0.082494999999999985 -0.115685 -0.074679999999999983 0.093470000000000011 0.11160500000000002 0.083535000000000012 -0.15500999999999998 -0.077944999999999987 -0.10115999999999999 0.048535000000000002 -0.067149999999999987 -0.0096849999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 6 13 18 7 9 -7 11 22 -3 -9 -2 16 17 -14 -12 -1 -19 -16 -11 -8
right_child=2 3 -4 -5 -6 8 10 12 -10 21 15 -13 14 -15 20 -17 -18 19 -20 -21 -22 -23 -24
leaf_value=0.00097892872448592612 0.00062898051179171416 0.0014353007308057139 0.00023598329417268862 0.0010241074149975157 0.0012605592635569131 0.0015395973209532939 0.0015742508246062228 0.0018267931058401255 0.0010678360100514388 0.0016362478021714046 0.0012710245060780371 0.00097557832210123756 0.0017952012925772161 0.00092601132315435876 0.0013432418971229265 0.0012236940148835271 0.0016054519322419561 0.0016569760850255557 0.00069838511448161715 0.0014455825362561341 0.0015934320664810579 0.0014394426260308378 0.0017826548689675525
leaf_weight=55 93 56 60 76 98 74 53 97 81 94 74 54 104 77 76 79 899 52 66 482 58 55 55
leaf_count=55 93 56 60 76 98 74 53 97 81 94 74 54 104 77 76 79 899 52 66 482 58 55 55
internal_value=0 0.00147793 0.000815846 0.00152337 0.000945535 0.00108864 0.00153994 0.00158608 0.00129329 0.00141367 0.00145323 0.00120994 0.00162224 0.000763725 0.00160476 0.00141742 0.00162516 0.00144253 0.000826196 0.00146623 0.0014518 0.00156384 0.00168071
internal_weight=0 2640 328 2364 268 276 2288 1493 155 259 795 110 1234 170 1137 687 1003 608 121 534 134 149 108
internal_count=2968 2640 328 2364 268 276 2288 1493 155 259 795 110 1234 170 1137 687 1003 608 121 534 134 149 108
is_linear=0
shrinkage=0.0032998


Tree=7912
num_leaves=27
num_cat=0
split_feature=1 2 2 12 12 123 9 2 47 16 13 1213 16 3 42 16 42 2 2 43 2 13 3 133 13 16
split_gain=9.53125 1.50071 1.32805 0.62461 0.573308 0.387503 0.415202 0.378447 0.2657 0.23958 0.175474 0.208426 0.139406 0.134968 0.183689 0.125373 0.121805 0.12696 0.104297 0.0797977 0.0722089 0.0678113 0.0483855 0.0430182 0.0306107 0.0173464
threshold=0.11690500000000002 0.095850000000000005 0.17553000000000005 0.089485000000000023 0.056995000000000011 0.081180000000000016 0.082325000000000023 0.10859000000000001 0.098205000000000015 -0.0042299999999999994 -0.09194999999999999 -0.066714999999999983 -0.019749999999999993 0.088880000000000015 0.084955000000000017 0.062910000000000008 0.090175000000000019 0.10325000000000002 0.11366500000000002 -0.073079999999999992 0.091185000000000002 -0.026489999999999996 -0.13827999999999999 -0.088724999999999984 -0.06724999999999999 -0.16318499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 8 7 6 10 9 19 -3 11 -1 -9 14 20 -16 18 -18 21 -2 -12 -6 -23 -13 -19 -21
right_child=2 4 -4 -5 16 -7 -8 12 -10 -11 13 23 -14 -15 15 -17 17 24 -20 25 -22 22 -24 -25 -26 -27
leaf_value=0.0011789924776043291 9.9095556961907027e-05 0.00062696336742051255 -0.00020412420319250075 0.0005920986428651371 0.00095577211311276928 0.00066144357629747377 0.0011685123191554614 0.0005839477665493068 0.00047478863014296669 0.00090671994784894663 0.00094265335782390788 0.0010071550062202455 0.00037771442074660544 0.00074418961717900541 0.00087442225659691009 0.00074285581360120339 0.00060534930728038823 0.0008423527162304958 0.00072920899323175342 0.00021471610140080872 0.00083981295137548762 0.00091186505157664756 0.00077976026278917085 0.00087700602121793566 0.00072959084958298167 0.00029823237914135969
leaf_weight=52 53 89 52 93 82 71 67 85 53 55 701 52 64 69 545 97 61 69 72 63 91 55 86 80 55 56
leaf_count=52 53 89 52 93 82 71 67 85 53 55 701 52 64 69 545 97 61 69 72 63 91 55 86 80 55 56
internal_value=0 0.00085055 0.000284325 0.000364308 0.000728455 0.000902246 0.000911974 0.000612916 0.000269999 0.00073406 0.000901764 0.000999514 0.000495601 0.000889774 0.000896754 0.000854599 0.000798908 0.000731063 0.000841336 0.00020669 0.000930882 0.00087738 0.00083154 0.000928544 0.000792622 0.000254314
internal_weight=0 2598 370 318 773 1825 1754 293 225 144 1687 184 149 1503 1434 642 480 185 295 172 792 223 141 132 124 119
internal_count=2968 2598 370 318 773 1825 1754 293 225 144 1687 184 149 1503 1434 642 480 185 295 172 792 223 141 132 124 119
is_linear=0
shrinkage=0.0032998


Tree=7913
num_leaves=19
num_cat=0
split_feature=3 15 13 150 147 15 16 15 42 13 1456 50 15 43 52 1456 42 42
split_gain=0.400843 0.194371 0.170728 0.349192 0.140935 0.198521 0.116812 0.0980408 0.088675 0.217792 0.123664 0.11045 0.102838 0.148088 0.104333 0.0948029 0.077508 0.079049
threshold=0.3148450000000001 -0.45371999999999996 -0.091559999999999989 0.084360000000000004 1.0000000180025095e-35 -0.0073449999999999991 -0.43491999999999992 0.089125000000000024 0.084185000000000024 -0.040229999999999995 -0.077489999999999989 -1.0000000180025095e-35 -0.085679999999999992 0.31573500000000004 -0.090304999999999983 0.060170000000000008 0.090115000000000015 0.083385000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 7 8 -6 -1 16 10 11 -4 -10 14 -14 -12 -13 17 -3
right_child=-2 2 4 -5 5 -7 -8 -9 9 -11 12 15 13 -15 -16 -17 -18 -19
leaf_value=0.0048560787609056091 -0.0048216968205247847 0.012364839005861251 0.014760888880292025 -0.0013586019860266805 0.0054066410558804333 -0.0073293187413561835 -0.0061617388684047829 0.0065023106531416942 -0.0010127025916074361 -0.0039562973878935091 0.010757302675579419 0.0068951409090127515 0.0083835440642976797 -0.00045881331848808364 0.0029401725647938432 0.0013120527449733081 0.0090794623835892315 0.019990792448852969
leaf_weight=53 97 80 59 63 100 53 56 62 63 70 59 764 817 57 276 98 63 78
leaf_count=53 97 80 59 63 100 53 56 62 63 70 59 764 817 57 276 98 63 78
internal_value=0 0.00616772 0.00644287 0.00994688 0.00594031 0.000983095 -0.000787969 0.01247 0.00627467 0.00507933 0.00721124 0.00576505 0.00684133 0.00780481 0.00432228 0.00626249 0.0141361 0.0161409
internal_weight=0 2871 2762 346 2416 153 109 283 2263 995 1268 925 1209 874 335 862 221 158
internal_count=2968 2871 2762 346 2416 153 109 283 2263 995 1268 925 1209 874 335 862 221 158
is_linear=0
shrinkage=0.16829


Tree=7914
num_leaves=11
num_cat=0
split_feature=2 447 15 2 49 16 1447 1447 1209 4
split_gain=0.444487 0.142761 0.137253 0.180661 0.144923 0.121137 0.0952113 0.107408 0.079289 0.0928944
threshold=0.17553000000000005 0.091410000000000005 -0.41956999999999994 -0.040939999999999997 0.13110000000000002 -0.42170999999999997 -0.085574999999999984 -0.087599999999999983 -0.073934999999999987 -0.078249999999999986
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 6 -1 7 -5 -8 -10
right_child=-2 -3 3 4 -6 -7 8 -9 9 -11
leaf_value=0.0048594711778278789 -0.0094961683536854084 -0.0032678473193897928 0.012691413068261404 0.0059776992583000883 -0.0010166355060024688 -0.0041678806998032497 0.0007817686838092994 -0.0044407197717491499 0.007459425916593332 0.0051969184653454367
leaf_weight=90 60 56 98 56 98 79 87 56 793 1495
leaf_count=90 60 56 98 56 98 79 87 56 793 1495
internal_value=0 0.00512717 0.00529264 0.00558573 0.00531566 0.000628954 0.0055659 0.000752449 0.00579214 0.00598187
internal_weight=0 2908 2852 2683 2585 169 2487 112 2375 2288
internal_count=2968 2908 2852 2683 2585 169 2487 112 2375 2288
is_linear=0
shrinkage=0.16829


Tree=7915
num_leaves=12
num_cat=0
split_feature=40 2 2 48 48 1455 15 48 1454 160 51
split_gain=0.17465 0.120931 0.0967248 0.076204 0.0828456 0.0662069 0.059662 0.0529275 0.0512688 0.0654058 0.0662799
threshold=0.09888000000000001 -0.0098549999999999974 -0.15154999999999999 0.13897500000000002 0.10255000000000002 -0.22375499999999995 -0.032144999999999993 0.10911000000000001 0.088250000000000009 -0.5407249999999999 -0.40775499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 -4 -6 9 -7 -11
right_child=-2 3 6 -5 7 8 -8 -9 -10 10 -12
leaf_value=0.0064601120628416959 -0.0044479127053576656 0.011741677544500857 -0.0047844244850201584 0.012069551046478154 -0.0024858016957510255 0.010885397014082376 0.0025616833998058967 0.0040161822569335474 0.0016694466876888971 0.01054842039061569 0.0054680591122306691
leaf_weight=67 52 52 69 52 54 70 57 102 90 76 2247
leaf_count=67 52 52 69 52 54 70 57 102 90 76 2247
internal_value=0 0.00537253 0.0012887 0.00565921 0.00553467 0.00576662 -0.00144693 0.00175398 0.00564077 0.00578938 0.00563504
internal_weight=0 2936 193 2743 2691 2535 126 156 2483 2393 2323
internal_count=2988 2936 193 2743 2691 2535 126 156 2483 2393 2323
is_linear=0
shrinkage=0.16829


Tree=7916
num_leaves=17
num_cat=0
split_feature=132 403 133 131 12 34 2 1 0 40 132 1454 1456 0 42 42
split_gain=0.129404 0.12572 0.237601 0.102843 0.102699 0.181165 0.183993 0.16411 0.132019 0.0893908 0.0724744 0.0721941 0.14655 0.0661813 0.0626436 0.124599
threshold=0.082230000000000011 -0.10802999999999999 0.11588000000000002 0.083410000000000026 -0.082039999999999988 -0.027829999999999997 -0.0098549999999999974 0.14114500000000005 -0.068669999999999995 -0.069954999999999989 0.11031000000000001 0.098995000000000014 -0.092679999999999985 -0.089949999999999988 0.11517500000000001 -0.0070449999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 13 8 -6 -7 11 9 -3 -5 12 -8 -2 15 -4
right_child=3 4 14 10 5 6 7 -9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.01578980573244692 0.0021157085255859875 0.00026276680213654826 0.0076984690954390068 0.0090653808973900924 0.013800974182469975 -0.0046099210415742496 0.011229042306788275 0.013939458488329464 -0.005294578604194947 0.0083651540881276298 0.0011617469328371859 -0.0010157864965504851 0.0043015374854127606 -0.0053943877910970538 0.0090566176522980796 -0.0036801014009867337
leaf_weight=81 55 96 57 52 60 62 91 53 68 65 91 66 1896 83 60 52
leaf_count=81 55 96 57 52 60 62 91 53 68 65 91 66 1896 83 60 52
internal_value=0 0.00468322 0.00828646 0.000880944 0.00431586 0.00466488 0.0044112 0.00467764 0.000912355 0.00354508 0.00404836 0.00443766 0.00461971 -0.00238821 0.00467955 0.00225368
internal_weight=0 2707 250 281 2457 2228 2168 2106 229 161 143 2053 1987 138 169 109
internal_count=2988 2707 250 281 2457 2228 2168 2106 229 161 143 2053 1987 138 169 109
is_linear=0
shrinkage=0.16829


Tree=7917
num_leaves=19
num_cat=0
split_feature=121 40 4 13 14 1 1 133 1209 1212 1212 42 1209 13 42 4 1419 42
split_gain=0.136637 0.174323 0.107777 0.101792 0.158564 0.153468 0.114293 0.077227 0.0591782 0.079069 0.128661 0.110772 0.0710117 0.0629295 0.0733382 0.121961 0.0901348 0.0529795
threshold=-1.0000000180025095e-35 0.083905000000000007 0.11321500000000001 0.053700000000000005 -0.10523499999999998 0.13276500000000002 0.10877000000000002 0.031880000000000012 0.086270000000000013 0.0025400000000000002 0.093440000000000009 0.087065000000000017 0.10510000000000001 0.26379000000000002 0.084425000000000014 0.0019650000000000002 0.083675000000000013 0.088630000000000014
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 6 7 -6 9 13 11 -11 -10 14 15 -2 -16 -12
right_child=1 -3 3 -5 5 -7 -8 -9 12 10 17 -13 -14 -15 16 -17 -18 -19
leaf_value=0.011629916044293703 0.0019417782102325097 -0.0060243468416049167 0.0098050449147152868 -0.0049607260930472612 -0.00301213744532765 -0.0060818674953484796 0.0075450085151992537 0.0050696565953653261 -0.0027387665943339446 0.014392756091927361 -0.00070334173196797225 0.0050203151191973733 0.0048422377469517202 0.0091980109235270686 0.0053464633019331322 0.0065327445431605079 -0.0011410691831128799 0.0064348680423373184
leaf_weight=59 882 54 65 65 94 73 88 52 77 83 59 64 64 62 822 202 65 58
leaf_count=59 882 54 65 65 94 73 88 52 77 83 59 64 64 62 822 202 65 58
internal_value=0 0.0034364 0.00361473 0.00117517 0.00225213 0.000647131 0.00275403 -0.000121385 0.00405127 0.00425685 0.00700538 0.0103245 0.000689515 0.00389904 0.00373145 0.00279895 0.00486903 0.0028199
internal_weight=0 2929 2875 437 372 307 234 146 2438 2297 264 147 141 2033 1971 1084 887 117
internal_count=2988 2929 2875 437 372 307 234 146 2438 2297 264 147 141 2033 1971 1084 887 117
is_linear=0
shrinkage=0.16829


Tree=7918
num_leaves=17
num_cat=0
split_feature=44 132 41 2 34 2 403 3 13 150 2 43 151 131 12 13
split_gain=0.118863 0.0895042 0.129581 0.107786 0.194039 0.0783235 0.077854 0.172298 0.136266 0.0803621 0.0890151 0.133341 0.0878021 0.0589552 0.0556775 0.0306081
threshold=1.0000000180025095e-35 0.082230000000000011 0.075585000000000013 -0.007134999999999999 -0.027829999999999997 0.088375000000000023 -0.10012499999999998 -0.08100499999999998 -0.050424999999999991 0.11247500000000001 0.10523 0.0066850000000000008 0.042665000000000008 0.088565000000000019 0.081320000000000017 -0.0037749999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 7 8 -5 10 12 -12 -8 14 -3 -15
right_child=-2 13 5 6 -6 -7 9 -9 -10 -11 11 -13 -14 15 -16 -17
leaf_value=0.0035505577575448127 0.010483550509463613 -0.0067968055776117245 0.013296220628869626 0.015605935131992007 -0.0084289139969992155 0.0047076178313311748 0.0034857302574180728 -5.8506127183431543e-06 0.005473693398317052 0.0080411668874937458 0.0017692246215157946 -0.0062150125521007928 -0.0034677265371096944 0.0045379452106180012 7.3754506218016126e-05 -0.00065415588586782551
leaf_weight=93 59 52 54 60 65 70 1498 88 103 81 417 69 53 82 92 52
leaf_count=93 59 52 54 60 65 70 1498 88 103 81 417 69 53 82 92 52
internal_value=0 0.00284207 0.00314333 0.00288162 -0.00136634 0.0084623 0.00316569 0.00597463 0.00921438 0.00283196 0.00262394 0.000631963 0.00324696 -2.4304e-05 -0.0023948 0.00250969
internal_weight=0 2929 2651 2527 158 124 2369 251 163 2118 2037 486 1551 278 144 134
internal_count=2988 2929 2651 2527 158 124 2369 251 163 2118 2037 486 1551 278 144 134
is_linear=0
shrinkage=0.16829


Tree=7919
num_leaves=11
num_cat=0
split_feature=40 44 13 15 159 1447 393 1429 159 3
split_gain=0.097672 0.151715 0.0846804 0.0893644 0.132583 0.0906065 0.0752326 0.0793149 0.0547105 0.0525942
threshold=0.09888000000000001 1.0000000180025095e-35 -0.48634999999999995 -0.26361999999999991 0.087060000000000012 -0.086059999999999984 0.10264500000000001 -0.067164999999999989 -0.46319999999999995 -0.0024599999999999995
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 9 -5 7 -7 -9 -4
right_child=-2 -3 3 5 -6 6 -8 8 -10 -11
leaf_value=0.0091952278009901998 -0.0047273632700815778 0.011550096252591065 -0.0014584689681305487 0.0078669462219145767 0.0045214133426705778 0.0074634905859263271 0.0078866492849332618 0.0062200241115431881 0.0019111626718442511 -0.0087309043761123264
leaf_weight=52 52 53 63 89 70 80 69 87 2321 52
leaf_count=52 52 53 63 89 70 80 69 87 2321 52
internal_value=0 0.00261862 0.0024538 0.00232934 -0.00123995 0.00257957 0.00239484 0.00224181 0.00206759 -0.0047625
internal_weight=0 2936 2883 2831 185 2646 2557 2488 2408 115
internal_count=2988 2936 2883 2831 185 2646 2557 2488 2408 115
is_linear=0
shrinkage=0.16829


Tree=7920
num_leaves=20
num_cat=0
split_feature=3 403 12 457 0 9 474 43 1186 1456 402 16 4 394 4 12 4 52 484
split_gain=0.165865 0.116644 0.390357 0.127076 0.11118 0.103971 0.118888 0.136442 0.0784125 0.0796897 0.0746861 0.0672692 0.0496061 0.105119 0.0517952 0.0696191 0.0411103 0.0410049 0.0359166
threshold=0.28833000000000003 -0.085489999999999997 0.08401500000000002 0.091935000000000017 -0.11167499999999998 0.089020000000000016 0.088510000000000019 -0.081864999999999979 0.058190000000000006 0.055170000000000004 0.10937000000000001 0.058875000000000004 -0.081774999999999987 -1.0000000180025095e-35 -0.076329999999999995 0.097610000000000016 0.0019650000000000002 0.085380000000000025 -0.088554999999999981
decision_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 -2 6 8 -8 9 10 -3 -9 13 -4 -14 -16 -5 -15 -11
right_child=4 3 12 16 -6 -7 7 11 -10 18 -12 -13 14 17 15 -17 -18 -19 -20
leaf_value=0.017178131289199618 -0.00021489071507586823 -0.00058014878181211294 0.0061729655799800075 0.0032966683213512724 -0.0098032318292291289 0.0081446681159805818 0.010736996970985868 -0.0022383243201499763 0.0055156831740510908 0.00028932042017474046 0.0042457278701797689 0.005708122670455157 0.0070410463590374972 0 -0.0024429200617602327 0.0055865004133936885 0.0097523864528784015 -0.0062657414003993959 0.0056465325635953736
leaf_weight=56 79 1668 54 57 61 53 67 68 76 57 96 54 86 66 60 62 57 53 97
leaf_count=56 79 1668 54 57 61 53 67 68 76 57 96 54 86 66 60 62 57 53 97
internal_value=0 0.00152795 0.00405413 0.00105743 -0.0044055 0.000777086 0.000597389 0.00463181 0.000214088 3.07783e-06 -0.000316498 0.00126423 0.00212042 4.43426e-06 0.00387172 0.00162288 0.00654029 -0.00277963 0.00367533
internal_weight=0 2787 437 2350 140 2236 2183 189 1994 1918 1764 122 381 173 208 122 114 119 154
internal_count=2927 2787 437 2350 140 2236 2183 189 1994 1918 1764 122 381 173 208 122 114 119 154
is_linear=0
shrinkage=0.16829


Tree=7921
num_leaves=25
num_cat=0
split_feature=1 1 16 2 2 14 2 39 147 2 16 1 4 42 16 4 15 484 51 160 133 160 1 2
split_gain=9.82578 2.04198 1.0168 0.760228 0.65224 0.496888 0.456625 0.609535 0.382008 0.277102 0.259267 0.214797 0.208668 0.22017 0.204087 0.191724 0.418352 0.240333 0.154939 0.0927008 0.10017 0.0615454 0.0612661 0.0503811
threshold=0.10075500000000003 0.12988000000000002 0.23074000000000003 0.16730000000000003 0.12623500000000001 0.064610000000000015 0.10457000000000001 0.08456000000000001 0.089245000000000005 0.091185000000000002 -0.38959499999999997 0.089370000000000019 0.022635000000000006 0.086375000000000021 -0.066844999999999988 -0.0083549999999999978 -0.012189999999999998 -0.084749999999999978 0.0045000000000000014 0.060260000000000008 0.017095000000000003 0.10460500000000002 0.11253000000000001 0.087355000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 10 5 8 7 14 9 15 -3 19 -8 -14 -2 17 23 -1 -19 20 -11 -21 -4 -17
right_child=1 3 22 -5 -6 -7 12 -9 -10 11 -12 -13 13 -15 -16 16 -18 18 -20 21 -22 -23 -24 -25
leaf_value=0.0010288620608131761 0.00087624989435882263 0.00014643436565693729 0.00087439478482946305 -0.0001653258972282278 0.00052015488499175728 0.0011062156195584454 0.00022350732276731601 0.00032497762389073866 0.00058104743472533267 0.00074920870019400294 0.00039845699722338953 0.00060649928822207222 0.00053556009473745424 0.00027511686598003784 0.00058583122764680243 0.00086326572669309957 0.0012243775067847221 0.00086469582113809834 0.00069564976268484888 0.00098075235874653713 0.00084830389124035464 0.00082723725803620426 0.00071747650766327718 0.0009596714508905077
leaf_weight=95 56 90 66 57 61 92 80 62 54 209 89 54 91 59 52 142 56 830 66 66 265 59 53 123
leaf_count=95 56 90 66 57 61 92 80 62 54 209 89 54 91 59 52 142 56 830 66 66 265 59 53 123
internal_value=0 0.000420883 0.000536634 0.000166179 0.000857988 0.000867733 0.000456766 0.000586778 0.000856849 0.00086441 0.000271939 0.00080829 0.000360517 0.000433354 0.000736745 0.000892315 0.000963423 0.000869246 0.000852283 0.000826423 0.000804684 0.000908575 0.000804803 0.000908145
internal_weight=0 755 519 236 2172 2111 400 170 2019 1965 179 653 230 150 108 1312 321 991 896 599 474 125 119 265
internal_count=2927 755 519 236 2172 2111 400 170 2019 1965 179 653 230 150 108 1312 321 991 896 599 474 125 119 265
is_linear=0
shrinkage=0.0032998


Tree=7922
num_leaves=27
num_cat=0
split_feature=1 1 1429 157 3 15 2 13 42 4 151 47 43 156 160 43 13 15 1213 15 160 13 160 2 4 43
split_gain=0.224469 0.146474 0.174163 0.227896 0.167468 0.134515 0.132294 0.2221 0.170263 0.131069 0.108729 0.0917065 0.130204 0.0903627 0.0992123 0.0901065 0.0935145 0.0856644 0.0770974 0.0828231 0.0655035 0.0653942 0.0699768 0.0648411 0.0389001 0.0244674
threshold=0.15028500000000003 0.092395000000000019 0.084575000000000025 -0.077294999999999989 0.086845000000000019 -0.46772999999999992 0.084855000000000014 -0.0083299999999999989 -0.027559999999999998 -0.077789999999999984 0.077805000000000013 0.077735000000000012 0.058415000000000009 0.11659000000000001 -0.07163499999999999 -0.0028949999999999996 -0.051009999999999993 -0.12272499999999999 0.036805000000000011 0.084270000000000012 -0.0033249999999999994 -0.08811999999999999 0.060260000000000008 0.088005000000000014 0.059230000000000012 -0.0101
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -3 7 18 -9 15 11 12 13 14 -7 16 -8 -13 19 -1 -19 24 -23 -17 -11 -22
right_child=-2 5 3 -5 -6 10 9 8 -10 21 -12 17 -14 -15 -16 23 -18 20 -20 -21 25 22 -24 -25 -26 -27
leaf_value=0.0047403453181785087 -0.0089122690613256152 0.0062662468602294567 0.01528457584443327 0.0018086911882483005 -0.0056716654813911268 -0.0078136637205824533 0.0058440713929799092 0.0052167338215127522 0.017929787353023433 0.0092098428393464302 0.0065716139520022102 -0.0030744969267580825 -0.0098069573694604048 0.0049245024259327004 -0.0010397544169902741 -0.0006245287303597647 -0.0012364250572299681 -0.0011949151273326537 0.008053082480349397 -0.00057688130567986478 0.0036566910528782947 0.0012382591898768196 0.0052272302528958321 -0.0081831711644117268 0.0030954625716722102 0.0086568704635558887
leaf_weight=151 56 90 69 74 73 75 75 65 56 65 56 76 59 56 339 62 178 52 68 183 62 548 162 68 56 53
leaf_count=151 56 90 69 74 73 75 75 65 56 65 56 76 59 56 339 62 178 52 68 183 62 548 162 68 56 53
internal_value=0 0.00184089 0.00266504 0.00832361 0.00221699 8.55858e-05 0.00254956 0.00478887 0.0111153 0.00158336 -0.000584055 -0.00110545 -0.00234997 -0.00141006 -0.00227125 -0.000988907 0.000855435 0.00159644 0.00288018 0.00182164 0.00373289 0.00277106 0.00215095 -0.0045921 0.0063949 0.00597674
internal_weight=0 2871 1953 143 1810 918 1737 523 121 1214 828 772 529 470 414 383 253 243 402 334 167 831 710 130 121 115
internal_count=2927 2871 1953 143 1810 918 1737 523 121 1214 828 772 529 470 414 383 253 243 402 334 167 831 710 130 121 115
is_linear=0
shrinkage=0.16829


Tree=7923
num_leaves=33
num_cat=0
split_feature=1 1 16 47 52 1 0 401 4 52 52 15 4 151 0 1210 16 48 13 16 16 1 0 4 13 15 1 457 4 484 13 0
split_gain=9.7937 2.33298 0.988611 0.579396 0.491834 0.433349 0.467924 0.328662 0.711389 0.276351 0.253036 0.298619 0.230862 0.351579 0.216441 0.163562 0.221678 0.148086 0.115311 0.114095 0.291536 0.153999 0.155081 0.0948249 0.0725513 0.0931383 0.0687457 0.0669987 0.0528204 0.0480656 0.0275516 0.0248927
threshold=0.10075500000000003 0.12448500000000001 0.12992000000000004 0.11230000000000001 0.11262000000000001 0.092395000000000019 -0.079249999999999987 0.080710000000000018 -0.50231999999999988 0.11628500000000001 0.053330000000000009 -0.40992999999999996 0.0067750000000000006 -0.03268999999999999 -0.099704999999999974 -0.0084449999999999994 -0.082039999999999988 0.085790000000000019 0.064420000000000019 -0.0021749999999999994 0.014185000000000001 0.083065000000000014 -0.10462499999999998 -0.076164999999999997 -0.085234999999999991 -1.0000000180025095e-35 0.079225000000000004 0.048870000000000004 -0.050244999999999991 -0.064579999999999985 -0.082974999999999979 -0.046614999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 12 6 9 8 -8 15 11 -3 17 -14 -7 16 -1 -2 26 21 -21 27 -23 -16 -11 -26 29 -17 -25 -10 -22 -4
right_child=1 3 31 -5 -6 14 7 -9 18 24 -12 -13 13 -15 23 19 -18 -19 -20 20 30 22 -24 28 25 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.00098179026584797359 0.00022629806216805431 0.00024516777538138634 0.0009360106113546566 0.00052740635432995916 0.00077057119348386462 0.00058987183117943285 0.0011951400776661115 0.00060140494904014502 0.00073217875787175721 0.00092997037038298677 0.00035349423068092444 -3.4960494318559783e-05 0.00034390544462132704 0.00067086899221341237 0.00094210908229835899 0.00095933943058861232 0.001255792005635551 0.00045931698449973334 0.00069129576801120799 0.0011653437125950538 0.0009758629669285783 0.00070494484244990941 0.00092424438208221706 0.00069503443795554236 0.00087645897549907712 0.00067975684235807034 0.00096032070464310111 0.0010719070270593073 0.00084916717954918234 0.0008476564614337429 0.00085958992554952592 0.00083013811898831607
leaf_weight=86 53 78 54 60 74 54 66 54 52 63 56 88 57 99 59 627 54 70 62 101 52 52 121 53 59 52 55 70 53 271 56 66
leaf_count=86 53 78 54 60 74 54 66 54 52 63 56 88 57 99 59 627 54 70 62 101 52 52 121 53 59 52 55 70 53 271 56 66
internal_value=0 0.000477204 0.000618884 0.000239439 0.000530674 0.000913603 0.000929301 0.00084821 0.000874479 0.000961875 0.000161452 9.64538e-05 0.000466919 0.000551627 0.000773452 0.000979606 0.00108773 0.000359197 0.0008263 0.000965545 0.00103661 0.000948432 0.000858531 0.000833319 0.000837454 0.000784628 0.00084835 0.000970695 0.000772433 0.000829175 0.000915899 0.000878074
internal_weight=0 755 473 282 353 2172 1953 560 506 1393 222 166 279 156 219 1219 140 123 440 1079 209 870 173 165 174 111 378 697 106 323 108 120
internal_count=2927 755 473 282 353 2172 1953 560 506 1393 222 166 279 156 219 1219 140 123 440 1079 209 870 173 165 174 111 378 697 106 323 108 120
is_linear=0
shrinkage=0.0032998


Tree=7924
num_leaves=14
num_cat=0
split_feature=2 10 1427 151 159 3 2 48 3 14 50 48 13
split_gain=0.186417 0.0979635 0.123582 0.103658 0.106726 0.169039 0.147582 0.135596 0.138647 0.105513 0.0815604 0.0445249 0.0333769
threshold=0.16730000000000003 0.057650000000000007 0.088585000000000011 0.084725000000000009 0.078065000000000009 -0.115685 0.10773000000000001 0.081890000000000004 -0.10859999999999999 0.056865000000000006 0.10672000000000002 0.088965000000000002 -0.085919999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 12 9 -9 10 -1 -10 -7
right_child=-2 -3 -4 -5 5 6 -8 8 11 -11 -12 -13 -14
leaf_value=0.0028231191243756593 -0.0062761968373076125 -0.0038160868383255221 0.009582477297803229 0.0079252535572572926 0.012990724265677808 0.0086717360371663128 -0.0027432799855221239 -0.0092428049524999403 -0.0029012225632157563 -0.0049388912035913234 -0.00082412622059738834 0.0011936952486542914 0.0040924298732072893
leaf_weight=1533 75 74 66 87 57 58 91 53 107 57 195 253 221
leaf_count=1533 75 74 66 87 57 58 91 53 107 57 195 253 221
internal_value=0 0.00221778 0.00237915 0.00220319 0.00201286 0.00444969 0.00312905 0.00153864 -0.00120652 0.00217481 0.0024105 -1.84148e-05 0.00505084
internal_weight=0 2852 2778 2712 2625 427 370 2198 413 1785 1728 360 279
internal_count=2927 2852 2778 2712 2625 427 370 2198 413 1785 1728 360 279
is_linear=0
shrinkage=0.16829


Tree=7925
num_leaves=29
num_cat=0
split_feature=1 3 3 12 1 39 2 15 12 3 11 15 1 2 0 51 131 12 403 11 51 42 42 160 12 156 2 12
split_gain=15.955 3.92682 1.8613 1.61463 1.22435 1.09647 0.546395 0.494621 0.385162 0.341945 0.321665 0.285702 0.282534 0.234537 0.280338 0.227806 0.17591 0.169172 0.177929 0.169678 0.143963 0.10952 0.2069 0.0916561 0.0856723 0.0836694 0.03574 0.0335336
threshold=0.10557500000000002 -0.044539999999999989 0.3148450000000001 0.056995000000000011 0.093575000000000019 0.087880000000000014 0.11934000000000002 -0.097794999999999979 0.11697000000000002 -0.0024599999999999995 0.080320000000000016 -0.40166999999999992 0.11253000000000001 0.094905000000000017 -0.096109999999999987 -0.08860999999999998 0.089115000000000014 0.091290000000000024 -0.23730999999999999 1.0000000180025095e-35 -0.11756999999999999 -0.026374999999999999 0.088805000000000009 -0.072489999999999985 0.084235000000000018 0.080810000000000007 0.096540000000000015 0.095110000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 5 4 7 12 10 -1 15 -6 16 -7 -3 14 -9 20 -2 18 -17 24 25 26 -23 -24 -20 -5 27 -19
right_child=1 2 -4 8 9 11 -8 13 -10 -11 -12 -13 -14 -15 -16 17 -18 21 19 -21 -22 22 23 -25 -26 -27 -28 -29
leaf_value=0.0013253664446703714 0.00072778542885933639 0.0004545386039723682 -7.8257575135617631e-05 0.0010362419272363793 0.00044943984425195826 9.6661218875133243e-05 0.00060665768480602051 0.00088773238832400524 0.00094833715579099452 0.0008150332251096017 0.0011885190776649468 0.00039562457908428683 0.00075190539749716342 0.00080984818263947955 0.0012152995584315126 0.0010595384586838154 0.00098764577067418841 0.0011681636767223373 0.0012943796307690095 0.0014055798662757748 0.00091557248972436763 0.00094909847237749129 0.0012623139903259206 0.0011158629395814133 0.0012023118907814382 0.0012149803849318287 0.0011354993102329 0.0012756596812573151
leaf_weight=58 52 54 92 62 54 70 62 55 85 59 52 70 102 64 62 78 67 66 141 57 53 74 64 235 813 62 74 96
leaf_count=58 52 54 92 62 54 70 62 55 85 59 52 70 102 64 62 78 67 66 141 57 53 74 64 235 813 62 74 96
internal_value=0 0.000534853 0.000331367 0.00113071 0.000924455 0.000458801 0.000873556 0.0010585 0.00116773 0.000640637 0.00097012 0.000246395 0.000649197 0.000972788 0.00106162 0.00117766 0.000874389 0.00118958 0.00121474 0.00122668 0.00106312 0.00114452 0.0011081 0.00114733 0.00121596 0.0011259 0.00120195 0.00123208
internal_weight=0 621 388 2312 352 296 233 239 1960 113 171 140 156 181 117 1875 119 1698 1089 1011 177 609 373 299 954 124 236 162
internal_count=2933 621 388 2312 352 296 233 239 1960 113 171 140 156 181 117 1875 119 1698 1089 1011 177 609 373 299 954 124 236 162
is_linear=0
shrinkage=0.0032998


Tree=7926
num_leaves=12
num_cat=0
split_feature=9 1373 150 1429 160 49 15 42 16 4 160
split_gain=0.178754 0.115378 0.131637 0.113361 0.156511 0.113017 0.100069 0.159273 0.166754 0.0962397 0.0997282
threshold=-1.0000000180025095e-35 1.0000000180025095e-35 0.10808000000000002 0.084770000000000012 -0.072114999999999985 -0.054684999999999991 0.13954000000000003 0.11745500000000002 -0.080084999999999976 0.51544000000000012 -0.066074999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -4 7 9 -9 10 -2
right_child=1 -3 5 4 -6 -7 -8 8 -10 -11 -12
leaf_value=-0.0052233736540502045 0.0046722222415337957 0.0085826773716277081 0.002392718189287569 -0.0076819587203562243 0.0025703999985428445 -0.0076691269851648326 -0.0032846328048283351 0.015543509304893623 0.0032333931843701335 -0.0045137750726584065 0.0019786859624941677
leaf_weight=95 508 78 56 75 96 72 80 55 73 55 1690
leaf_count=95 508 78 56 75 96 72 80 55 73 55 1690
internal_value=0 0.00219268 0.00201145 0.00226815 -0.00191574 -0.00325303 0.0025596 0.00275671 0.00853693 0.00242752 0.00260203
internal_weight=0 2838 2760 2632 171 128 2461 2381 128 2253 2198
internal_count=2933 2838 2760 2632 171 128 2461 2381 128 2253 2198
is_linear=0
shrinkage=0.16829


Tree=7927
num_leaves=16
num_cat=0
split_feature=3 1375 132 483 42 42 157 15 484 2 157 151 151 484 52
split_gain=0.273915 0.0939819 0.0808283 0.0869364 0.0990984 0.0903644 0.0730516 0.208672 0.115279 0.0979406 0.0887012 0.0853453 0.0849952 0.0412491 0.0364906
threshold=0.3148450000000001 -0.15824499999999997 -0.22508999999999998 0.085790000000000019 0.084185000000000024 0.087120000000000017 -0.080799999999999983 -0.0070899999999999991 -0.067754999999999996 0.084450000000000011 -0.087424999999999989 -0.09139499999999999 -0.086769999999999986 -0.062429999999999992 -0.016999999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 -5 -6 7 10 9 -8 -4 -10 -13 -7 -11
right_child=-2 2 3 4 5 13 8 -9 11 14 -12 12 -14 -15 -16
leaf_value=-0.0051539702834415045 -0.0071664037121912825 0.0073036718777505288 -0.001515300794785737 0.00935441326293995 -0.0032762328120546553 0.0017103117821980459 -0.0074862726997986673 -0.0087799340010382299 0.0072180082959071978 -0.0019564797234969391 0.0067953462442850703 -0.0047107597445408779 0.0021764666750988437 0.0075822844407533911 0.0039659839987431942
leaf_weight=52 97 81 79 89 54 65 64 72 93 66 67 52 1876 73 53
leaf_count=52 97 81 79 89 54 65 64 72 93 66 67 52 1876 73 53
internal_value=0 0.00192476 0.00205763 0.00189976 0.00470498 0.00254042 0.00157355 -0.00136044 0.00186457 -0.00217515 0.00228618 0.00223126 0.00198978 0.00482952 0.000666159
internal_weight=0 2836 2784 2703 281 192 2422 218 2204 183 146 2021 1928 138 119
internal_count=2933 2836 2784 2703 281 192 2422 218 2204 183 146 2021 1928 138 119
is_linear=0
shrinkage=0.16829


Tree=7928
num_leaves=10
num_cat=0
split_feature=3 0 1375 0 9 4 48 11 1
split_gain=0.189508 0.121893 0.110428 0.108323 0.0949583 0.0833564 0.0842739 0.0874108 0.0852564
threshold=0.3148450000000001 -0.22480499999999998 -0.088184999999999986 -0.23803499999999997 0.089020000000000016 -0.5109999999999999 -0.084204999999999988 0.091445000000000012 0.080320000000000016
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -4 -7 8 -8
right_child=-2 2 4 -5 -6 6 7 -9 -10
leaf_value=0.0016104275767734437 -0.0059603714889575306 0.0089706166195860759 -0.0047849007238347039 -0.008890844421310275 0.0085895361604795099 0.0082446762033371434 0.0021882414617070477 0.0082848198432901865 0.00016138132668226394
leaf_weight=53 97 60 58 58 55 54 1456 53 989
leaf_count=53 97 60 58 58 55 54 1456 53 989
internal_value=0 0.00160085 0.00182397 -0.00386054 0.0016624 0.00151573 0.00165963 0.00151656 0.00136911
internal_weight=0 2836 2725 111 2665 2610 2552 2498 2445
internal_count=2933 2836 2725 111 2665 2610 2552 2498 2445
is_linear=0
shrinkage=0.16829


Tree=7929
num_leaves=29
num_cat=0
split_feature=1 3 3 1 4 1 4 4 4 11 12 3 47 39 1 39 484 4 133 1 12 3 3 1213 12 3 3 3
split_gain=11.0946 2.69467 1.06548 0.853853 0.790384 0.518842 0.425651 0.373927 0.35038 0.341847 0.487565 0.46074 0.288308 0.223747 0.323274 0.201223 0.198616 0.144155 0.140815 0.138244 0.11812 0.101779 0.193612 0.0745603 0.0961936 0.0591955 0.0480735 0.0201033
threshold=0.10575500000000002 -0.06533499999999999 -0.069724999999999995 0.13300500000000001 0.41377500000000006 0.095920000000000019 -0.012384999999999998 0.024470000000000002 0.51734000000000002 1.0000000180025095e-35 0.087135000000000004 -0.11749 0.077735000000000012 0.087880000000000014 0.11253000000000001 0.095830000000000012 -0.0081849999999999978 0.046185000000000004 0.047685000000000005 0.117245 0.084065000000000015 0.086845000000000019 -0.016294999999999994 -0.034719999999999994 0.10184000000000001 -0.081404999999999991 -0.063569999999999974 -0.087359999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 13 19 12 -7 9 15 11 -11 -1 17 14 -3 -5 -9 21 -18 -2 27 22 26 25 -25 -22 -4 -13
right_child=1 3 5 8 -6 6 -8 16 -10 10 -12 20 -14 -15 -16 -17 18 -19 -20 -21 23 -23 -24 24 -26 -27 -28 -29
leaf_value=0.00062783201522622993 0.00089593309832918368 0.00023866334379510489 0.0008212968606253273 0.00025623019932234561 0.00036074092606710621 0.00075209415159224107 0.00033757072632596046 0.00094851404519998809 -0.00015777309189467462 0.0013321608066415762 0.00091911988412036137 0.0010754556670396886 0.0010172561881026324 0.00021399615271646192 0.00056007029572541407 -2.4197165245460408e-06 0.00061506303908634538 0.00063947591618331728 0.00081184950440994601 0.00068197897841364781 0.0010016187131598301 0.000694279717292063 0.00097861164693959814 0.00090908337429488337 0.00076521084909392115 0.00089600016188280944 0.00067994203455816547 0.00098074478968318774
leaf_weight=60 90 56 62 80 59 52 57 59 57 54 76 56 55 76 89 55 75 87 90 55 180 78 70 918 57 99 54 77
leaf_count=60 90 56 62 80 59 52 57 59 57 54 76 56 55 76 89 55 75 87 90 55 180 78 70 918 57 99 54 77
internal_value=0 0.000373444 0.000871507 0.000220055 0.000683809 0.000738785 0.000535648 0.000909439 5.88636e-05 0.00092748 0.00109096 0.000912768 0.000793235 0.000359935 0.000436184 0.000150593 0.000782272 0.000758032 0.000722615 0.000815021 0.000925068 0.000796968 0.000839842 0.000914878 0.000900709 0.000964267 0.000755797 0.00102089
internal_weight=0 617 2316 413 204 515 109 1801 192 1577 130 1447 406 221 145 135 224 351 165 145 1387 264 186 1254 975 279 116 133
internal_count=2933 617 2316 413 204 515 109 1801 192 1577 130 1447 406 221 145 135 224 351 165 145 1387 264 186 1254 975 279 116 133
is_linear=0
shrinkage=0.0032998


Tree=7930
num_leaves=13
num_cat=0
split_feature=1 12 1 480 1420 47 4 1 148 42 484 12
split_gain=0.121956 0.129115 0.22154 0.125817 0.0853751 0.0689864 0.0810416 0.0657795 0.0874806 0.0856525 0.0695883 0.067188
threshold=0.14720000000000003 -0.12305999999999999 0.12040000000000002 -0.060589999999999998 -0.082824999999999982 0.10070000000000003 0.38865500000000003 0.10442000000000001 -0.083019999999999983 0.093200000000000019 -0.097314999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -4 8 -6 11 -10 -9
right_child=-2 2 5 4 7 -7 -8 9 10 -11 -12 -13
leaf_value=0.0094551730552018508 0.008664889455820779 -0.0042666284226605513 -0.010058598373620177 0.0090140287361372522 0.0090444533557896886 0.0016173903798972437 -0.0021262501354751807 -0.0062476254631631837 0.0066174717541224309 0.0058563809416932438 0.0022740699790376757 0.00023275766884135049
leaf_weight=65 81 80 60 56 60 57 95 58 111 60 1925 205
leaf_count=65 81 80 60 56 60 57 95 58 111 60 1925 205
internal_value=0 0.00203448 0.00185951 0.00229369 0.00250646 -0.00336471 -0.00520843 0.00235507 0.00269961 0.000113733 0.00251175 -0.00118955
internal_weight=0 2832 2767 2555 2475 212 155 2419 2096 323 2036 263
internal_count=2913 2832 2767 2555 2475 212 155 2419 2096 323 2036 263
is_linear=0
shrinkage=0.16829


Tree=7931
num_leaves=13
num_cat=0
split_feature=33 40 1444 43 0 13 9 13 0 13 4 0
split_gain=0.116234 0.122247 0.106642 0.112981 0.215476 0.104263 0.116431 0.124979 0.0955384 0.0948352 0.0901507 0.0319409
threshold=0.082505000000000009 0.088710000000000011 -0.077589999999999978 -0.14839499999999997 -0.040094999999999992 -0.48634999999999995 -1.0000000180025095e-35 -0.089024999999999979 -0.12851999999999997 0.10877500000000001 -0.047714999999999987 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 -5 -7 8 -8 -9 11 -4
right_child=-2 -3 3 5 -6 6 7 9 -10 -11 -12 -13
leaf_value=-0.0050531938685114052 -0.0056038557602434607 0.0097211496329571764 0.008908804837068093 0.0090521827678610133 0.014967687834678337 -0.0055770146909066834 -0.0055655665381775564 0.0023979486171418116 0.00052704986839513079 -0.0046150417326691565 -0.0014173728973093957 0.0029957237688248068
leaf_weight=62 58 57 54 53 53 64 102 1967 254 56 81 52
leaf_count=62 58 57 54 53 53 64 102 1967 254 56 81 52
internal_value=0 0.00199835 0.00184038 0.00199725 0.00548804 0.00166088 0.00149979 0.00169092 -0.00121354 0.00220293 0.00279169 0.006025
internal_weight=0 2855 2798 2736 240 2496 2443 2379 356 2023 187 106
internal_count=2913 2855 2798 2736 240 2496 2443 2379 356 2023 187 106
is_linear=0
shrinkage=0.16829


Tree=7932
num_leaves=17
num_cat=0
split_feature=33 1 1 1444 1447 403 1453 151 50 16 16 2 3 50 51 12
split_gain=0.0804394 0.155827 0.0798576 0.110955 0.110256 0.0976612 0.0978847 0.0835216 0.0891263 0.0875449 0.191294 0.0732794 0.0565267 0.042392 0.0303548 0.0364932
threshold=0.082505000000000009 0.14828500000000003 0.09803000000000002 -0.078609999999999985 -0.086059999999999984 -0.53473999999999988 -0.075794999999999987 -0.095084999999999989 0.086135000000000017 0.15273500000000004 -1.0000000180025095e-35 0.097695000000000018 0.090170000000000014 0.13060500000000003 -0.057604999999999996 0.09567500000000001
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 9 10 12 -8 -9 -10 15 -11
right_child=-2 -3 7 4 5 6 11 8 13 14 -12 -13 -14 -15 -16 -17
leaf_value=-0.0056659787581354202 -0.0046607838274272118 0.010011968404168214 -0.0063047780970771532 0.0085370318452044729 -0.0037965530101048404 -0.0049186950503917193 0.0018529736691260943 -0.0014875742180182913 0.0082442248781470148 0.004329351986934858 -0.009059145904379241 0.0044697053560986471 0.0033998792045539972 0.0014626312337696688 0.0062113367774678701 -0.0017060339192318933
leaf_weight=52 58 62 56 75 80 53 1439 199 54 56 81 386 101 52 52 57
leaf_count=52 58 62 56 75 80 53 1439 199 54 56 81 386 101 52 52 57
internal_value=0 0.00166215 0.00147616 0.00200056 0.00219754 0.00195379 0.0021997 -6.56362e-05 0.000467486 -0.000396418 -0.00180165 0.00240741 0.00015188 0.00493435 0.00283751 0.00126905
internal_weight=0 2855 2793 2085 2033 1958 1878 708 652 546 381 1825 300 106 165 113
internal_count=2913 2855 2793 2085 2033 1958 1878 708 652 546 381 1825 300 106 165 113
is_linear=0
shrinkage=0.16829


Tree=7933
num_leaves=14
num_cat=0
split_feature=14 1 43 34 123 1 1 457 43 15 47 1447 402
split_gain=0.0840581 0.173591 0.173254 0.111485 0.198132 0.13449 0.0742262 0.111841 0.0989845 0.0914328 0.118517 0.0675357 0.0919877
threshold=0.073890000000000011 0.081720000000000015 -0.46052499999999996 -0.010739999999999998 0.084000000000000005 0.14828500000000003 0.085720000000000005 -0.083824999999999983 -0.15802999999999998 -0.46970499999999993 0.07813500000000001 -0.086059999999999984 0.11034500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 8 -8 -5 -9 -11 -10 -13
right_child=1 -3 3 5 -6 -7 7 9 11 10 -12 12 -14
leaf_value=-0.0072871615619627059 -0.00064942244500322294 0.012883421961129224 -0.0097007427732756293 0.0087805955421997768 0.0040087781901933699 0.009630494238575529 -0.0068233190385240351 0.0075188662290285035 0.0068765303615301726 -0.0007688932130331767 0.0034615172734774242 0.0019417251451835588 -0.0037408956002788207
leaf_weight=68 55 52 68 61 53 57 59 53 72 716 254 1259 86
leaf_count=68 55 52 68 61 53 57 59 53 72 716 254 1259 86
internal_value=0 0.0059105 0.00109989 0.00130884 -0.0036809 0.00154023 0.0013594 0.00029836 0.00213494 0.000710848 0.000337012 0.00184758 0.00157704
internal_weight=0 107 2806 2738 121 2617 2560 1082 1478 1023 970 1417 1345
internal_count=2913 107 2806 2738 121 2617 2560 1082 1478 1023 970 1417 1345
is_linear=0
shrinkage=0.16829


Tree=7934
num_leaves=9
num_cat=0
split_feature=48 1446 51 40 50 1210 41 133
split_gain=0.082455 0.078783 0.0780353 0.0733966 0.0767755 0.0744212 0.0803687 0.0789498
threshold=0.14177500000000004 0.10916500000000003 0.13881000000000002 0.088710000000000011 0.12170000000000002 -0.094999999999999987 0.089835000000000012 -0.24159999999999995
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7
right_child=-2 -3 -4 -5 -6 6 -8 -9
leaf_value=-0.0045230685308514113 -0.005446560925008016 -0.0048934512044481746 0.006638607976027425 0.0068478717622446582 -0.0043092661659506464 0.0051296109333008955 -0.0048041668052553601 0.001224909808451043
leaf_weight=63 54 59 76 63 74 157 59 2308
leaf_count=63 54 59 76 63 74 157 59 2308
internal_value=0 0.00118594 0.00131468 0.00116548 0.00103028 0.00118371 0.00132686 0.00147434
internal_weight=0 2859 2800 2724 2661 2587 2524 2465
internal_count=2913 2859 2800 2724 2661 2587 2524 2465
is_linear=0
shrinkage=0.16829


Tree=7935
num_leaves=14
num_cat=0
split_feature=1 16 133 16 3 130 11 10 3 474 3 11 403
split_gain=0.149284 0.142186 0.104561 0.163576 0.145331 0.0973689 0.132172 0.104362 0.125319 0.108126 0.108304 0.0853589 0.0621056
threshold=0.13707500000000003 -0.116045 -0.14820499999999998 -0.083144999999999983 -0.07929499999999999 -0.054004999999999991 0.092225000000000015 0.031045 -0.23936999999999997 0.090785000000000018 -0.082054999999999975 0.078730000000000008 -0.0043399999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 12 7 8 -7 11 -11 -10 -4
right_child=1 -3 5 -5 -6 6 -8 -9 9 10 -12 -13 -14
leaf_value=0.013403031146954543 0.00029040532986152024 -0.0097637491317756724 0.0010906975130173923 -0.0005023869776160548 0.0021105532134846031 -0.0076026870102143575 -0.0077492206047656146 0.0075619769369712547 0.00087330854688652375 -0.0097806920204001994 -4.3559515042619387e-05 0.0074820926145509744 0.0079769303644897874
leaf_weight=74 90 71 67 102 58 52 53 62 2022 53 84 57 85
leaf_count=74 90 71 67 102 58 52 53 62 2022 53 84 57 85
internal_value=0 -0.00413226 0.00113722 0.00454271 0.0084548 0.000822163 0.000557899 0.000747631 0.000560556 0.000752923 -0.00382359 0.00105537 0.00495337
internal_weight=0 161 2769 234 132 2535 2383 2330 2268 2216 137 2079 152
internal_count=2930 161 2769 234 132 2535 2383 2330 2268 2216 137 2079 152
is_linear=0
shrinkage=0.16829


Tree=7936
num_leaves=25
num_cat=0
split_feature=39 52 52 41 13 13 43 42 16 16 52 1429 13 16 16 13 15 48 147 1204 15 16 52 16
split_gain=0.132359 0.0981194 0.151701 0.091769 0.139171 0.0726088 0.0687136 0.0855159 0.102711 0.101143 0.0632139 0.055935 0.0843865 0.0559315 0.054878 0.10235 0.0723314 0.070071 0.0551556 0.0592733 0.0420201 0.0462559 0.0328434 0.0184603
threshold=0.098380000000000009 -0.15365999999999999 -0.23815499999999998 0.075585000000000013 -0.089024999999999979 -0.10939499999999998 0.097510000000000027 0.082115000000000007 -0.090614999999999987 -0.087699999999999986 -1.0000000180025095e-35 0.083780000000000007 -0.070594999999999977 0.51165500000000008 -0.088824999999999987 -0.014114999999999997 -0.033234999999999994 0.10911000000000001 0.085765000000000022 -0.079324999999999993 0.083865000000000009 -0.10064999999999998 0.086935000000000012 -0.16956499999999999
decision_type=2 2 2 2 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 -5 7 9 22 -3 -2 12 -1 -14 15 16 23 18 19 -16 21 -17 -9 -6
right_child=10 3 -4 5 14 -7 -8 8 -10 -11 -12 -13 13 -15 17 20 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0053875812272887761 5.6414628969580078e-05 -0.011459123424212363 -0.0097503088658506733 0.0016908427429679562 0.0016839007471877502 0.0097472111004583868 0.0029098921652915334 0.0051356367891605423 -0.0053698530578892142 -0.0015226935724606276 -0.0073676124121436681 -0.0052169343742089662 -0.0038507436999118457 0.0020320406201588519 -0.0029270482846301656 -0.0013008759761404811 0.011120429977131212 0.0072191695051692295 -0.0038983678321859194 0.0014788358932253777 0.0048489145262709393 0.0040722425481631522 -0.00034121470023511263 0.0056527019833406853
leaf_weight=80 53 58 55 64 57 64 72 60 82 59 82 52 100 84 93 169 59 52 64 1191 70 62 63 85
leaf_count=80 53 58 55 64 57 64 72 60 82 59 82 52 100 84 93 169 59 52 64 1191 70 62 63 85
internal_value=0 0.000953726 -0.00159279 0.00134422 0.00109876 0.00573306 -0.00177776 -0.00283151 -0.000749689 -0.0064638 -0.00443969 -0.00016728 0.000820544 -0.00115536 0.00169558 0.0032072 0.00615005 0.00115227 0.000916906 0.00115832 0.00123606 0.000133482 0.00231581 0.00407224
internal_weight=0 2795 371 2424 2296 128 394 322 205 117 135 316 264 184 1902 502 201 1400 1348 1284 301 231 123 142
internal_count=2930 2795 371 2424 2296 128 394 322 205 117 135 316 264 184 1902 502 201 1400 1348 1284 301 231 123 142
is_linear=0
shrinkage=0.16829


Tree=7937
num_leaves=14
num_cat=0
split_feature=44 39 13 49 1375 42 52 132 1455 480 12 49 43
split_gain=0.101479 0.0760079 0.0894471 0.0733815 0.0927677 0.0836573 0.110086 0.094169 0.107726 0.0617718 0.0599828 0.0533959 0.0690328
threshold=1.0000000180025095e-35 0.098380000000000009 -0.010655 0.10078000000000002 -0.083119999999999986 0.11745500000000002 1.0000000180025095e-35 -0.25029999999999991 0.10268500000000001 0.088005000000000014 0.082165000000000016 0.13281000000000001 -0.069824999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 7 -7 -6 9 -9 -5 12 -12
right_child=-2 2 -4 10 5 6 -8 8 -10 -11 11 -13 -14
leaf_value=-0.0049036844674216241 0.0076833718729499767 0.00025403768034541779 -0.0086840063039774745 -0.0065608389379064116 -0.0061934232096228599 0.010876405072084419 0.00033689559226101441 0.00063843866373340284 0.0081457879713868146 0.0046009483261050584 -0.0051380280423097904 0.0039750110328954759 0.0022758571855111195
leaf_weight=75 56 74 55 63 52 56 57 2063 59 118 91 53 58
leaf_count=75 56 74 55 63 52 56 57 2063 59 118 91 53 58
internal_value=0 0.000447325 -0.00354283 0.000635495 0.000920425 0.0011028 0.00557591 0.000881479 0.00104652 0.000853649 -0.00202423 -0.000600456 -0.00224003
internal_weight=0 2874 129 2745 2480 2405 113 2292 2240 2181 265 202 149
internal_count=2930 2874 129 2745 2480 2405 113 2292 2240 2181 265 202 149
is_linear=0
shrinkage=0.16829


Tree=7938
num_leaves=30
num_cat=0
split_feature=1 12 2 1 14 2 43 150 49 49 0 43 484 49 1 12 0 47 42 2 0 47 2 0 2 2 131 0 48
split_gain=9.8094 2.08432 0.843952 0.800805 0.633486 0.506784 0.475282 0.306712 0.287431 0.321956 0.280601 0.270337 0.232189 0.299301 0.211518 0.205763 0.191395 0.155898 0.146179 0.143297 0.213492 0.141232 0.122837 0.115199 0.0762024 0.0706124 0.0699064 0.0693963 0.0407739
threshold=0.10331000000000003 0.086085000000000009 0.094765000000000016 0.12988000000000002 0.064610000000000015 0.14253500000000002 -0.064539999999999986 0.081245000000000026 -0.020454999999999997 -0.073619999999999977 0.12503500000000004 -0.14239499999999997 0.062285000000000007 0.0065400000000000015 0.12040000000000002 0.087805000000000008 -0.074249999999999997 0.082465000000000024 0.08179500000000002 0.096860000000000016 -0.11073999999999999 0.090655000000000013 0.10449000000000001 -0.083144999999999983 0.081055000000000016 0.11543500000000002 0.090495000000000006 -0.091829999999999981 0.086035000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 17 8 6 14 10 9 28 11 -4 15 -14 -2 18 25 22 24 -13 -21 26 -3 -22 -10 -8 -17 -20 -1
right_child=1 3 7 -5 -6 -7 16 -9 12 -11 -12 19 13 -15 -16 21 -18 -19 27 20 23 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00097775620907542124 0.0005117209685571388 0.0010030982564745502 0.0012279529956658243 0.00050226724793913486 0.0014164462204440181 0.0002686819667376648 0.0006454419947273019 0.00070790243993595252 0.0013287265890262565 0.00073614114345071078 0.00074260569298833146 0.00080887909960987057 0.00087070319382921745 0.0011533041527761569 0.00026036441189645582 0.0010737222515641409 0.00078367868453939327 0.0010848647139594543 0.0010201538816040597 0.00118308653868906 0.00082110768691736615 0.00090919085415132946 0.00077714508466155611 0.00099095423976113331 0.0011886199945105819 0.00049283908017125658 0.0011785561006851261 0.0011416134269816092 0.001111428836619007
leaf_weight=53 78 52 52 53 66 99 68 52 63 52 52 53 103 70 70 499 68 73 71 58 55 54 58 275 180 71 90 278 64
leaf_count=53 78 52 52 53 66 99 68 52 63 52 52 53 103 70 70 499 68 73 71 58 55 54 58 275 180 71 90 278 64
internal_value=0 0.0006091 0.00105922 0.000860833 0.00109797 0.000478166 0.000536486 0.00095252 0.00108462 0.000954452 0.000975795 0.00100032 0.00110022 0.000985254 0.000393074 0.0011163 0.000638851 0.000964487 0.00116143 0.000973398 0.00099578 0.00107469 0.00088428 0.000962753 0.00122509 0.000567747 0.0010898 0.001117 0.00105118
internal_weight=0 690 2240 236 1643 454 355 597 1577 169 545 493 1408 173 148 1235 207 183 592 441 388 643 110 330 243 139 589 349 117
internal_count=2930 690 2240 236 1643 454 355 597 1577 169 545 493 1408 173 148 1235 207 183 592 441 388 643 110 330 243 139 589 349 117
is_linear=0
shrinkage=0.0032998


Tree=7939
num_leaves=27
num_cat=0
split_feature=4 12 150 14 12 49 52 43 14 4 39 49 4 12 49 12 43 12 403 403 52 12 4 49 12 39
split_gain=6.47421 1.39168 0.750778 0.648818 0.570813 0.295694 0.36511 0.339538 0.270923 0.20445 0.203923 0.198393 0.179397 0.15848 0.170869 0.127606 0.0990941 0.0958617 0.0843123 0.0940706 0.0696666 0.0915396 0.0642042 0.0618896 0.0550466 0.0383379
threshold=0.27998000000000006 0.056995000000000011 0.085425000000000015 -0.45687499999999998 0.11755500000000001 0.11645000000000001 -0.032354999999999988 -0.011984999999999997 0.076450000000000004 0.50214500000000006 0.0047850000000000011 -0.073139999999999983 0.010535000000000001 0.091290000000000024 -0.010984999999999998 0.085685000000000025 -0.43548999999999999 0.13936000000000001 -0.057054999999999995 -0.092894999999999991 0.10322000000000002 0.088825000000000015 0.41696500000000003 0.096960000000000005 0.087915000000000007 0.08955500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 8 6 7 -1 13 22 12 -4 -8 14 15 -3 -15 -6 19 -18 24 -22 -5 -20 -16 -11
right_child=3 4 11 9 17 -7 10 -9 -10 25 -12 -13 -14 16 20 -17 18 -19 23 -21 21 -23 -24 -25 -26 -27
leaf_value=0.00049626966261755959 0.00064141616257791349 0.00088040648916671931 0.0005690019099829002 0.00029128211325584954 0.0007322245539319916 0.00051054963633505562 0.00084862194687433147 0.00079247469560965163 0.0011070841516676358 0.00021819293684093922 0.00072826090928337667 0.00029207170106380112 0.0011044386548888961 0.00097783544153259416 0.00092272484951165306 0.00067879833544503285 0.00081075737269772463 0.00053408780277100498 0.00086714780602326557 0.00064638253363181488 0.00091576309476209638 0.0010905422298987221 0.00043991704935682327 0.00076758675662193688 0.00086331931270212502 0.00010154105960810694
leaf_weight=75 61 80 62 79 57 53 76 99 57 74 70 53 52 53 555 64 153 54 417 54 90 57 56 90 284 55
leaf_count=75 61 80 62 79 57 53 76 99 57 74 70 53 52 53 555 64 153 54 417 54 90 57 56 90 284 55
internal_value=0 0.000828417 0.000678969 0.000334292 0.000867481 0.000743094 0.00077613 0.000665003 0.000880604 0.000263195 0.00087361 0.00044168 0.000952823 0.000873781 0.00089905 0.000791048 0.000836506 0.000636151 0.000825966 0.000768047 0.000914787 0.000983774 0.000353199 0.000849544 0.000902658 0.000168731
internal_weight=0 2605 540 325 2065 425 372 174 1954 264 198 115 128 1897 1130 144 767 111 714 207 986 147 135 507 839 129
internal_count=2930 2605 540 325 2065 425 372 174 1954 264 198 115 128 1897 1130 144 767 111 714 207 986 147 135 507 839 129
is_linear=0
shrinkage=0.0032998


Tree=7940
num_leaves=26
num_cat=0
split_feature=480 156 0 16 15 15 0 10 51 2 12 133 133 156 16 13 42 16 403 133 15 51 51 1212 475
split_gain=0.17584 0.154527 0.254369 0.268482 0.124119 0.266588 0.284243 0.129649 0.126755 0.109875 0.104988 0.102011 0.101477 0.137407 0.0989228 0.103301 0.0977145 0.0877068 0.0834013 0.0794939 0.0787168 0.0746257 0.0756298 0.0480525 0.025425
threshold=-0.073629999999999987 0.085805000000000006 -0.00077999999999999999 -0.11082499999999999 0.084495000000000015 -0.069814999999999988 -0.10028499999999999 -0.014199999999999999 0.089570000000000025 0.086075000000000013 -0.042789999999999988 -1.0000000180025095e-35 0.048240000000000005 0.088735000000000022 -0.088604999999999975 -0.080624999999999988 0.095935000000000006 0.058455000000000007 -0.13024499999999997 0.058050000000000011 -0.23079499999999997 -0.095339999999999994 -0.083174999999999985 0.087685000000000013 -0.018194999999999996
decision_type=2 2 2 2 2 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 -7 -2 9 18 20 -12 21 -14 -11 -16 19 -5 -6 -8 -9 24 -23 -20 -3
right_child=1 12 3 17 8 6 16 10 -10 14 11 -13 13 -15 15 -17 -18 -19 23 -21 -22 22 -24 -25 -26
leaf_value=0.0088579535320314554 0.0099593683671665312 0.012312328773407582 0.0043446683381770726 -0.014508461013082521 0.0084343762954558234 -0.011229320137995462 -0.0019225263802176839 -0.005953770298485532 0.0094165989220114099 -0.0052041636339062551 -0.0013649783935134128 0.0037401807556554445 0.006436387381805111 -0.0043492197644025834 0.0080138724073833181 -7.449450266325547e-05 -0.0077193882979171248 -0.005805746545391329 0.0037670182743140437 0.0032310865320718278 0.00072659411743277401 -0.001218748586943321 0.0065717730711825264 -0.00093901249089819213 0.0069755320935490682
leaf_weight=87 54 53 61 52 92 94 225 80 74 81 144 475 61 74 55 237 53 92 280 136 132 54 100 78 53
leaf_count=87 54 53 61 52 92 94 225 80 74 81 144 475 61 74 55 237 53 92 280 136 132 54 100 78 53
internal_value=0 0.00117521 0.000684716 -0.0049929 0.00119376 0.000198152 -0.00287327 0.00196321 0.00273789 0.00213519 0.00144145 0.00254965 0.00426885 0.000510969 0 0.00144285 -0.000971663 -0.00896087 0.00390552 1.40243e-05 -0.00178582 0.00621315 0.00382837 0.00273666 0.00966088
internal_weight=0 2890 2495 205 2290 1393 508 885 897 823 831 619 395 135 373 292 414 144 450 361 212 260 154 358 106
internal_count=2977 2890 2495 205 2290 1393 508 885 897 823 831 619 395 135 373 292 414 144 450 361 212 260 154 358 106
is_linear=0
shrinkage=0.16829


Tree=7941
num_leaves=27
num_cat=0
split_feature=1 3 3 4 1 4 4 1 16 14 3 43 12 52 42 47 4 43 43 12 150 1447 133 133 484 3
split_gain=22.9076 4.05751 1.53864 1.29369 1.28886 0.692945 0.692049 0.480936 0.440105 0.354964 0.586885 0.49775 0.340063 0.322459 0.319437 0.303956 0.194235 0.162611 0.154607 0.138095 0.130181 0.104753 0.091266 0.06268 0.0512168 0.109663
threshold=0.10575500000000002 -0.057749999999999989 -0.066229999999999997 0.41939500000000002 0.13612500000000002 0.42405000000000009 0.053330000000000009 0.092485000000000026 0.31625000000000009 0.073890000000000011 -0.12711499999999995 -1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 0.11033000000000003 0.09023500000000001 0.043640000000000005 -0.079944999999999988 0.060690000000000008 0.096675000000000025 0.085845000000000019 -0.085709999999999995 0.081310000000000007 -0.13863999999999996 0.0017200000000000004 0.084670000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 8 15 -6 9 14 -2 10 11 -1 -9 22 16 17 24 -3 19 21 -19 -12 -8 -20 25 -4
right_child=1 4 7 -5 5 -7 13 12 -10 -11 18 -13 -14 -15 -16 -17 -18 20 23 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0046413067321024364 0.0046767625866832923 0.00407729482603393 0.0050904628901918547 0.0042352035904791351 0.0041731592106784808 0.0037178320014270992 0.004651632216568528 0.0045342450643935384 0.0050275790412074089 0.0053471516735229332 0.0052733195841799417 0.0050781576394618878 0.0048662164411368671 0.0050481113089280065 0.0046952478739525957 0.0045199004114396969 0.0048322828320373837 0.0043826491879825668 0.0050678884954498274 0.0050251657490078989 0.0041525780452793841 0.0051320499065216473 0.0048766923470124485 0.0049049054368806959 0.0051536254273123706 0.0048852038211088635
leaf_weight=58 91 65 88 52 63 94 53 69 77 70 81 63 78 87 52 52 73 84 115 155 53 1073 52 59 57 63
leaf_count=58 91 65 88 52 63 94 53 69 77 70 81 63 78 87 52 52 73 84 115 155 53 1073 52 59 57 63
internal_value=0 0.00433264 0.00504138 0.0046955 0.00413832 0.00390077 0.00508468 0.00487299 0.00483776 0.00510669 0.00509617 0.00486905 0.00471063 0.00489261 0.00494455 0.00428502 0.00499056 0.00422438 0.00511468 0.00512819 0.0042939 0.005142 0.00476343 0.00501283 0.00504594 0.00500506
internal_weight=0 631 2346 220 411 157 1866 480 168 1674 1604 121 147 192 333 254 281 202 1483 1309 137 1154 105 174 208 151
internal_count=2977 631 2346 220 411 157 1866 480 168 1674 1604 121 147 192 333 254 281 202 1483 1309 137 1154 105 174 208 151
is_linear=0
shrinkage=0.0032998


Tree=7942
num_leaves=25
num_cat=0
split_feature=1 480 156 133 0 1 12 13 0 160 160 0 3 0 475 3 0 401 48 16 401 0 3 1
split_gain=0.169339 0.119578 0.116569 0.149669 0.15362 0.159647 0.1268 0.121897 0.117919 0.0964646 0.127441 0.0850635 0.0835194 0.121886 0.0606643 0.0555549 0.0844835 0.0549117 0.0673316 0.0539183 0.0528124 0.0502297 0.0383196 0.0152002
threshold=0.15390500000000004 -0.073629999999999987 0.10723500000000001 0.08517000000000001 -0.016414999999999996 0.081720000000000015 0.083945000000000006 -0.083574999999999997 -0.048199999999999993 -0.081849999999999992 0.051580000000000008 0.048595000000000006 -0.077604999999999993 -0.055084999999999988 -0.085324999999999984 -0.086424999999999988 -0.08706499999999999 0.021890000000000003 0.088085000000000011 -0.056829999999999992 0.093220000000000011 -0.073374999999999982 -0.095009999999999983 0.091395000000000018
decision_type=2 2 2 2 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 9 14 -4 23 -11 -7 21 19 -5 -16 -17 18 -8 -14 -19 22 -9 -3
right_child=-2 2 8 7 5 11 17 12 -10 10 -12 -13 13 -15 15 16 -18 20 -20 -21 -22 -23 -24 -25
leaf_value=0.011551564346204879 -0.0037760778598590738 0.0091424538648484169 0.0042964710746610027 0.0044191280110402647 -0.0083242127341358173 -0.0019815405038563329 0.0045141997241973566 0.0092931620455132449 0.013910762323480097 -0.00046111082652949446 0.0058553100387556149 0.0073644256547151059 -0.0032648467749101266 0.0086344431083048498 0.005947115796770713 0.0092340398798665367 0.016804369929056619 0.012471057944408006 0.0089175430759154493 0.0029268424345900634 0.0063328456418864972 0.010494139704966399 0.0044889513739568947 0.0049552459172672852
leaf_weight=87 58 52 64 52 54 53 818 66 85 313 127 57 67 74 52 106 71 58 113 98 134 91 175 52
leaf_count=87 58 52 64 52 54 53 818 66 85 313 127 57 67 74 52 106 71 58 113 98 134 91 175 52
internal_value=0 0.00538919 0.00519925 0.00494345 0.00408358 -0.000821688 0.00456723 0.00678927 0.00979319 0.00245253 0.00135795 0.00284504 0.00537006 0.0029583 0.00966674 0.0108505 0.0122809 0.00559004 0.00505058 0.000401753 0.00819645 0.00710083 0.00581208 0.00706613
internal_weight=0 2919 2832 2683 1831 164 1667 852 149 544 440 110 571 239 281 229 177 1123 931 165 192 332 241 104
internal_count=2977 2919 2832 2683 1831 164 1667 852 149 544 440 110 571 239 281 229 177 1123 931 165 192 332 241 104
is_linear=0
shrinkage=0.16829


Tree=7943
num_leaves=12
num_cat=0
split_feature=1 10 480 481 156 48 0 48 15 0 1
split_gain=0.117279 0.0914228 0.0869244 0.107079 0.0950525 0.104049 0.104666 0.0732638 0.0839825 0.0732245 0.0461322
threshold=0.15390500000000004 -0.090429999999999996 -0.073629999999999987 -0.085749999999999979 0.10723500000000001 0.10184000000000001 -0.108275 0.093995000000000009 0.08375500000000001 -0.048199999999999993 0.087480000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 8 -5 -6 -8
right_child=-2 2 3 4 9 6 10 -9 -10 -11 -12
leaf_value=0.011364636373382666 -0.0031406026888415946 0.0096075542420106051 0.0098155722748761998 0.003049362716181996 0.0037838591598646741 -0.0045499996748770153 0.00031650502669591373 0.0091543819619660533 0.0051502796601302758 0.011427185215549012 0.007026624561640488
leaf_weight=54 58 87 93 1356 63 82 67 78 903 84 52
leaf_count=54 58 87 93 1356 63 82 67 78 903 84 52
internal_value=0 0.0044838 0.00435348 0.00418829 0.00399271 0.00375042 6.71162e-05 0.00406644 0.00388997 0.0081637 0.00326376
internal_weight=0 2919 2865 2778 2685 2538 201 2337 2259 147 119
internal_count=2977 2919 2865 2778 2685 2538 201 2337 2259 147 119
is_linear=0
shrinkage=0.16829


Tree=7944
num_leaves=13
num_cat=0
split_feature=13 13 42 12 403 43 12 124 376 151 124 151
split_gain=0.0959511 0.515343 0.0855888 0.0854172 0.0727548 0.0677256 0.0691432 0.0672034 0.0786712 0.0727556 0.0955973 0.0538905
threshold=-0.11760499999999999 -0.099244999999999986 0.083825000000000024 -0.093719999999999984 -0.5316099999999998 0.056805000000000008 -0.038859999999999992 0.06782500000000001 0.084435000000000024 -0.092609999999999984 -0.074959999999999985 -0.15340499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -3 -5 6 -1 8 9 11 -11 -6
right_child=1 3 -4 4 7 -7 -8 -9 -10 10 -12 -13
leaf_value=0.007599912321482721 -0.012816513854594919 -0.0013326799666161144 0.011177753831363664 0.0083059215599022452 0.0045994920193514546 0.0098604378218898371 -0.00010476960048194788 -0.0021584286732505178 0.0088762373894185342 -0.0030058330848527211 0.0035327382773000754 0.011156312004751081
leaf_weight=52 55 94 82 99 93 52 89 55 83 65 2099 59
leaf_count=52 55 94 82 99 93 52 89 55 83 65 2099 59
internal_value=0 0.00329975 0.00660722 0.0036353 0.00381892 0.00465603 0.00272393 0.00363717 0.00377079 0.00358705 0.00333551 0.00715639
internal_weight=0 2702 275 2647 2553 193 141 2454 2399 2316 2164 152
internal_count=2977 2702 275 2647 2553 193 141 2454 2399 2316 2164 152
is_linear=0
shrinkage=0.16829


Tree=7945
num_leaves=17
num_cat=0
split_feature=1 4 14 4 51 123 15 3 151 42 1456 4 1 1213 4 1
split_gain=5.73168 1.34164 0.603945 0.511093 0.481427 0.454167 0.317747 0.255835 0.242433 0.210708 0.164029 0.162536 0.146013 0.138517 0.146821 0.124581
threshold=0.11690500000000002 0.31392000000000003 0.073890000000000011 -0.03463999999999999 -0.067854999999999985 1.0000000180025095e-35 -0.43091499999999999 0.11391500000000002 -1.0000000180025095e-35 0.090045000000000014 -0.15322999999999998 -0.42305999999999994 0.13707500000000003 0.094645000000000021 -0.078704999999999983 0.10135500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 -5 7 -6 9 -3 10 -1 -12 -8 14 -11 -7
right_child=3 8 -4 4 6 15 12 -9 -10 13 11 -13 -14 -15 -16 -17
leaf_value=0.001084206751933884 0.00075112671622901779 0.00036292261591240767 0.0011574198901063532 0.00062826587054105204 0.00048340694981079547 0.00078469629488405802 0.00031654543297820033 0.00069222654569491872 0.00067924678734963004 0.00071090169369664527 0.0010280730079212758 0.00090601397153924348 0.00010770760868907297 0.0010061580625496688 0.0008581117111111713 0.00056679490688581646
leaf_weight=69 53 54 95 78 94 67 101 65 53 95 135 1400 58 56 392 53
leaf_count=69 53 54 95 78 94 67 101 65 53 95 135 1400 58 56 392 53
internal_value=0 0.000882332 0.000898295 0.000449515 0.000401114 0.000887724 0.000330944 0.000898502 0.000519936 0.00090473 0.000923996 0.000916772 0.000240587 0.000847755 0.000829468 0.00068875
internal_weight=0 2534 2427 384 331 2332 253 2212 107 2147 1604 1535 159 543 487 120
internal_count=2918 2534 2427 384 331 2332 253 2212 107 2147 1604 1535 159 543 487 120
is_linear=0
shrinkage=0.0032998


Tree=7946
num_leaves=24
num_cat=0
split_feature=1 1 52 14 123 123 15 0 475 16 0 15 51 1 0 0 51 4 1456 16 157 51 1429
split_gain=13.4487 2.24468 1.14229 0.733709 0.647797 0.6135 0.586438 0.550128 0.460527 0.449679 0.284155 0.301274 0.262625 0.277578 0.752331 0.391786 0.184084 0.180808 0.180398 0.133369 0.0850763 0.0805316 0.035808
threshold=0.10398500000000001 0.12381000000000002 -0.52313499999999991 0.064610000000000015 1.0000000180025095e-35 0.081180000000000016 -0.074729999999999977 -0.12851999999999997 -0.084344999999999989 -1.0000000180025095e-35 -0.10462499999999998 -0.41956999999999994 0.10072000000000002 0.085410000000000014 -0.105195 -0.083914999999999976 0.12478000000000002 0.0051950000000000008 -0.086954999999999991 -0.5038649999999999 -0.011189999999999999 -0.069319999999999979 0.083870000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 8 7 10 19 21 -9 -3 -12 13 15 -15 18 -14 -17 -10 -4 -16 22 -1
right_child=1 6 5 -5 -6 -7 -8 9 12 -11 11 -13 16 14 20 17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0011429462910536837 0.0012033818282566468 0.00046065256851388027 0.00045846986637200146 0.0014082536232368895 0.00082218480360076026 0.00041042071955455395 0.00057055245341089097 0.0010554549474047332 0.0013823418374656984 0.00066944747784873214 0.000308822201366644 -2.2402473045523881e-06 0.0008066601546696258 0.0007283108785350968 0.0012260348150752961 0.0011004410687334625 0.0010607723870479475 0.00093900046158383306 0.0011769599931631539 0.00068742997552663325 0.0010769769749889224 0.0013581498471015366 0.0012781400397462728
leaf_weight=52 52 53 52 90 87 74 97 80 53 57 79 59 55 72 52 569 77 91 580 63 344 78 52
leaf_count=52 52 53 52 90 87 74 97 80 53 57 79 59 55 72 52 569 77 91 580 63 344 78 52
internal_value=0 0.000581021 0.000748324 0.00111491 0.00110268 0.00067563 0.000361313 0.00075337 0.00111443 0.00089511 0.000254866 0.000175576 0.00109905 0.00110982 0.00104005 0.00113504 0.000955159 0.00107824 0.00119421 0.000584207 0.00109664 0.00127419 0.00121088
internal_weight=0 666 378 2252 2162 326 288 252 2075 137 191 138 1893 1761 468 1293 132 660 633 115 396 182 104
internal_count=2918 666 378 2252 2162 326 288 252 2075 137 191 138 1893 1761 468 1293 132 660 633 115 396 182 104
is_linear=0
shrinkage=0.0032998


Tree=7947
num_leaves=21
num_cat=0
split_feature=1 52 1 12 14 43 3 12 12 3 15 42 15 1446 13 43 15 1 1 1
split_gain=6.73253 1.24226 0.830518 0.614393 0.469176 0.379382 0.377832 0.256073 0.236187 0.204545 0.151071 0.138008 0.134903 0.15557 0.15124 0.120525 0.110345 0.107491 0.104722 0.0997608
threshold=0.10398500000000001 -0.27957499999999996 0.13472500000000001 0.088365000000000013 0.064610000000000015 -0.073079999999999992 0.10402500000000002 0.11619500000000001 -0.087789999999999993 0.28833000000000003 -0.43587999999999999 0.090045000000000014 -0.020389999999999995 0.085345000000000018 -0.066209999999999991 -0.082204999999999986 -0.080724999999999977 0.11690500000000002 0.10877000000000002 0.11561500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 10 6 -4 7 8 -1 -7 -3 12 14 -14 -10 -13 -17 18 -12 -5
right_child=1 2 5 19 -6 9 -8 -9 11 -11 17 15 13 -15 -16 16 -18 -19 -20 -21
leaf_value=0.00076184744086926824 0.00092923607753700715 0.00063505013732272845 9.937239863637266e-05 0.00085980387086959543 0.0011584688753187378 0.00057289289341404324 0.00067162376676166099 0.00073886970159896465 0.00096804688046659045 0.00029526676931472784 0.00038639489447921826 0.00074549950630789714 0.00096649066834859681 0.0011451771203110218 0.00085418426971863861 0.00077438943484971657 0.00093036962238433256 0.00034645451330778511 0.00057843101737546697 0.000673605960759112
leaf_weight=90 81 59 63 62 90 52 69 82 260 67 53 60 860 59 268 61 353 79 80 70
leaf_count=90 81 59 63 62 90 52 69 82 260 67 53 60 860 59 268 61 353 79 80 70
internal_value=0 0.000545751 0.000492593 0.000576247 0.000923561 0.000307166 0.000913766 0.000921732 0.000929171 0.000416878 0.000485967 0.000936991 0.000953329 0.000978001 0.00091032 0.000887044 0.000907472 0.00044431 0.00050217 0.000761329
internal_weight=0 666 585 403 2252 182 2162 2093 2011 119 271 1921 1447 919 528 474 414 212 133 132
internal_count=2918 666 585 403 2252 182 2162 2093 2011 119 271 1921 1447 919 528 474 414 212 133 132
is_linear=0
shrinkage=0.0032998


Tree=7948
num_leaves=23
num_cat=0
split_feature=2 403 4 4 4 16 2 0 11 0 130 156 4 0 16 159 50 16 132 4 0 4
split_gain=0.168187 0.110205 0.270386 0.106314 0.143667 0.137735 0.123917 0.150001 0.10228 0.100111 0.0979468 0.0939157 0.110712 0.114116 0.0988321 0.0882585 0.0859068 0.0723393 0.0474426 0.0399582 0.0577746 0.0531819
threshold=0.17730000000000004 -0.10162999999999998 -0.08508499999999998 -0.083804999999999977 -0.080874999999999989 -0.087484999999999993 0.093470000000000011 -0.15029999999999996 0.086175000000000015 -0.11167499999999998 0.09832500000000001 0.085320000000000021 -0.42305999999999994 -0.081644999999999981 -0.076439999999999994 0.088170000000000012 0.11589500000000001 -0.0046349999999999994 -0.0054249999999999993 -0.078704999999999983 -0.081604999999999997 -0.0014249999999999998
decision_type=2 2 2 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 -5 7 -6 11 -9 15 12 -3 18 -15 17 -11 -8 -14 20 -4 -21
right_child=-2 3 19 4 6 -7 10 9 -10 16 -12 -13 13 14 -16 -17 -18 -19 -20 21 -22 -23
leaf_value=-0.005795927016315287 -0.0022999992287252311 0.016287820004251889 0.0074183231184574167 -0.0055706843565751472 0.014695124875225736 0.0056288020348451871 0.0043336281035388155 0.00023571232853726899 0.0029119292238233866 0.0067901892385512762 0.010056565622542575 0.0041026514562939511 0.0081844549009763515 0.010296231706324611 0.0007078921195518722 0.0083728073747732779 0.012128925814132299 0.00011508903509885622 0.014088565112836028 0.010823000360470771 -0.00033811809718843134 0.0039736983829024557
leaf_weight=73 68 80 53 58 75 67 358 61 76 940 82 74 62 58 65 103 95 171 111 75 55 58
leaf_count=73 68 80 53 58 75 67 358 61 76 940 82 74 62 58 65 103 95 171 111 75 55 58
internal_value=0 0.00614973 0.00316456 0.00651864 0.00595836 0.000417868 0.00632481 0.00739277 0.00865622 0.00689142 0.00457079 0.00962237 0.0107039 0.00918869 0.00524383 0.00385619 0.00728195 0.00297338 0.011983 0.00588619 0.00345165 0.0078496
internal_weight=0 2850 314 2536 2010 125 1885 1171 526 1096 714 450 376 296 123 632 1035 529 173 241 108 133
internal_count=2918 2850 314 2536 2010 125 1885 1171 526 1096 714 450 376 296 123 632 1035 529 173 241 108 133
is_linear=0
shrinkage=0.16829


Tree=7949
num_leaves=28
num_cat=0
split_feature=1 2 4 2 12 1 52 13 1 0 0 2 2 12 0 13 52 43 2 481 2 52 39 475 43 13 39
split_gain=12.323 2.73541 2.01465 1.19544 1.18748 0.828378 0.486231 0.446894 0.4366 0.40342 0.352305 0.348526 0.304049 0.236499 0.177497 0.16503 0.153516 0.170031 0.205977 0.158462 0.137632 0.104992 0.0963555 0.0915748 0.0717299 0.0674963 0.0516545
threshold=0.10398500000000001 0.14808000000000002 0.31392000000000003 0.093320000000000014 0.085075000000000026 0.12000500000000001 -0.53473999999999988 -1.0000000180025095e-35 0.09518500000000002 -0.14920999999999998 -0.22480499999999998 0.123795 -0.013084999999999998 0.096265000000000003 -0.11327499999999999 0.022635000000000006 0.41269500000000003 0.0062300000000000003 0.087605000000000002 -0.086574999999999985 0.11585500000000001 -0.24334999999999998 0.08955500000000001 -0.085719999999999977 -0.040494999999999996 -0.068484999999999976 0.087370000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 9 7 20 -5 26 11 10 -1 14 -11 -6 -8 21 17 19 25 -14 -4 -16 -7 -21 -15 -19 -2
right_child=1 -3 5 6 13 22 8 -9 -10 12 -12 -13 16 24 15 -17 -18 18 -20 23 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.001331703232936175 0.00061188055256865639 0.00026063620187509402 0.00095291761195781229 0.0014080048572206521 0.0013900153235441547 0.00052493846337405968 0.0013626241434835126 0.0010464597793658475 0.00083261500246981503 0.0010921167721025585 0.0017021495974486008 0.00092235282029179107 0.0011774214969691506 0.0010331526108423833 0.001067732198457919 0.001031674833950938 0.0011719110290885043 0.0013941263088901275 0.0011018018003332308 0.0014847542199119769 0.00071272477407050179 0.001222577248583194 0.00034102424103959274 0.0013457205192429372 0.0012141812297315161 0.0012408831106638853 0.00076445270920048652
leaf_weight=59 52 101 53 75 58 67 55 61 52 70 56 65 62 53 63 91 78 70 78 60 55 273 61 974 52 71 53
leaf_count=59 52 101 53 75 58 67 55 61 52 70 56 65 62 53 63 91 78 70 78 60 55 273 61 974 52 71 53
internal_value=0 0.000761318 0.000850758 0.00127241 0.00101781 0.000617727 0.00115566 0.000820713 0.00112401 0.00132225 0.0015124 0.00115165 0.00130728 0.00121832 0.0011825 0.00115921 0.00131807 0.00132671 0.00124065 0.00134388 0.000830923 0.00119365 0.000437567 0.00135382 0.00112314 0.00131721 0.000689229
internal_weight=0 666 565 2252 329 236 674 166 599 1578 115 547 1463 163 482 427 1393 1315 219 1096 108 336 128 1034 105 141 105
internal_count=2918 666 565 2252 329 236 674 166 599 1578 115 547 1463 163 482 427 1393 1315 219 1096 108 336 128 1034 105 141 105
is_linear=0
shrinkage=0.0032998


Tree=7950
num_leaves=13
num_cat=0
split_feature=39 51 30 14 41 150 15 402 13 393 1 13
split_gain=0.149832 0.0907307 0.0960377 0.0919444 0.149032 0.109603 0.0947426 0.0813107 0.107143 0.0830486 0.0517446 0.0363644
threshold=0.10096000000000001 -0.26578999999999992 0.086220000000000019 -0.13131999999999996 0.081500000000000017 -0.09547499999999999 -0.43587999999999999 0.10449000000000001 -0.051009999999999993 0.10296000000000001 0.12646500000000002 -0.065239999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 6 5 -5 -3 9 -9 -7 -2 -1
right_child=10 2 -4 4 -6 7 -8 8 -10 -11 -12 -13
leaf_value=0.0043374440376866986 0.0042569596042366523 0.0057689284942330351 -0.0010851223200946383 -0.00073105857640888572 -0.00057086103669612659 0.0064478824775890987 0.01586156673719246 -0.0012002252461100174 0.0075513403895679787 0.012879590581596691 -0.002482151083491234 -0.0014199725138047453
leaf_weight=59 52 52 53 63 96 2163 55 89 71 59 85 65
leaf_count=59 52 52 53 63 96 2163 55 89 71 59 85 65
internal_value=0 0.00577473 0.00597926 0.00612134 0.00591631 0.00617175 0.0109735 0.00635507 0.00267205 0.00661947 6.26459e-05 0.00130495
internal_weight=0 2825 2701 2648 2541 2445 107 2382 160 2222 137 124
internal_count=2962 2825 2701 2648 2541 2445 107 2382 160 2222 137 124
is_linear=0
shrinkage=0.16829


Tree=7951
num_leaves=29
num_cat=0
split_feature=4 2 15 3 4 4 15 39 2 133 15 0 133 3 4 3 3 1375 2 0 3 158 13 13 402 1427 133 52
split_gain=7.57336 2.59687 1.06059 0.824627 0.715616 0.554504 0.476339 0.341099 0.27157 0.244258 0.428275 0.198257 0.168508 0.161458 0.149062 0.146538 0.142469 0.114736 0.0974057 0.0859158 0.113436 0.0738837 0.0736257 0.159344 0.0633319 0.0577275 0.0450195 0.0360763
threshold=0.31392000000000003 0.13673000000000005 0.025430000000000005 -0.066229999999999997 -0.38384499999999994 -0.14345499999999997 -0.026469999999999997 0.088755000000000014 0.10406500000000002 -0.0054649999999999985 -0.10436999999999999 -0.08706499999999999 -0.010024999999999997 0.13772500000000001 0.015030000000000002 -0.0031199999999999995 1.0000000180025095e-35 -0.066804999999999989 0.091570000000000012 -0.086659999999999987 -0.086504999999999985 0.078875000000000015 -0.09194999999999999 -0.087404999999999997 0.085200000000000012 0.081395000000000009 0.10784000000000001 0.0035300000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -5 -4 8 13 11 10 -1 -6 22 16 17 -3 -2 -11 19 -14 -21 27 -7 -24 -25 -19 -20 -16
right_child=7 15 5 4 6 12 -8 -9 -10 14 -12 -13 18 -15 21 -17 -18 25 26 20 -22 -23 23 24 -26 -27 -28 -29
leaf_value=0.0010255418300241282 0.00043939551593158254 0.00055131741411260115 0.0013012829399495331 0.0011019114915036801 0.00091287094600183381 0.0011543755405606601 0.00049089702981492463 0.00022584769256574756 0.00063961755216118937 0.0011422620989053585 0.00069030688961167427 0.00070263959874673429 0.0011223043774498166 0.00032183359027489509 0.0007664436475426611 0.00031090579396041119 0.00064677238018303902 0.00096991152256607283 0.00084100850268840628 0.001053050758718568 0.00093159612176470338 0.00096900928702974649 0.00087016899166733163 0.0010412798290574984 0.0011649497444392713 0.0010864561757174917 0.00096454121973572372 0.00089580766928656376
leaf_weight=73 96 60 77 65 156 80 76 97 103 56 99 74 56 65 56 53 60 520 82 144 229 75 54 217 65 57 65 52
leaf_count=73 96 60 77 65 156 80 76 97 103 56 99 74 56 65 56 53 60 520 82 144 229 75 54 217 65 57 65 52
internal_value=0 0.000928877 0.00095074 0.000892798 0.000779235 0.00102995 0.000727867 0.000389687 0.000781845 0.000947246 0.000832792 0.000845384 0.00100885 0.000461439 0.000971328 0.00043887 0.000519382 0.000995765 0.000971567 0.000997423 0.000978579 0.000886607 0.0010604 0.00103791 0.00106991 0.000981486 0.000895871 0.000829056
internal_weight=0 2644 2531 1462 474 1069 409 318 333 988 172 230 992 221 816 113 156 633 576 429 373 183 416 336 282 577 147 108
internal_count=2962 2644 2531 1462 474 1069 409 318 333 988 172 230 992 221 816 113 156 633 576 429 373 183 416 336 282 577 147 108
is_linear=0
shrinkage=0.0032998


Tree=7952
num_leaves=22
num_cat=0
split_feature=1 16 4 157 0 4 16 1 16 49 2 1 155 52 147 16 16 51 1 2 52
split_gain=0.138154 0.11147 0.130368 0.126063 0.110402 0.110352 0.0987538 0.113199 0.0824362 0.115245 0.081917 0.0794522 0.0780912 0.0785481 0.117078 0.107774 0.0768921 0.0685278 0.0656166 0.05918 0.0430992
threshold=0.09772500000000002 0.20277000000000003 -0.17568999999999999 -0.0048549999999999991 -0.061204999999999989 -0.03463999999999999 -0.0021749999999999994 0.088135000000000005 -0.010504999999999999 -0.0046099999999999986 0.15616000000000005 0.094655000000000017 0.10022500000000002 -0.16207999999999997 0.086565000000000017 0.058875000000000004 -0.0043399999999999992 -0.022999999999999996 0.13300500000000001 0.076510000000000009 -0.097599999999999978
decision_type=2 2 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 -5 8 17 11 -10 12 19 13 -2 15 16 18 -8 -15 -4 -19
right_child=10 3 4 5 -6 -7 7 -9 9 -11 -12 -13 -14 14 -16 -17 -18 20 -20 -21 -22
leaf_value=0.014099615530192402 -0.002642722107465403 0.0082598696771072865 0.003646845285249862 -0.0046964300526473298 -0.00079433793460265926 0.0040203984064349947 0.012923277716835036 0.016454932239440358 0.0063514347463948448 -0.0025924294933568079 0.0083670825985218619 0.012617995295382812 0.0076422250213738184 0.0030241560349034994 0.0091586945528664716 0.0079916019617236097 -0.0050251473457758626 0.0022438346498585477 -0.0022813928151752998 0.0065479201940665012 0.0080782162295304719
leaf_weight=60 84 74 249 78 63 87 52 52 89 75 83 54 83 280 73 71 54 60 86 1062 93
leaf_count=60 84 74 249 78 63 87 52 52 89 75 83 54 83 280 73 71 54 60 86 1062 93
internal_value=0 0.00592688 0.00635645 0.00248822 0.00610421 -8.93958e-05 0.00634856 0.0094123 0.00583242 0.0022503 0.00334616 0.00626148 0.00277361 0.00214724 0.00286382 0.00192426 0.000894316 0.00761711 0.00177259 0.00599829 0.00580197
internal_weight=0 2148 1909 239 1849 165 1786 257 1529 164 814 1365 731 648 564 491 420 205 366 1311 153
internal_count=2962 2148 1909 239 1849 165 1786 257 1529 164 814 1365 731 648 564 491 420 205 366 1311 153
is_linear=0
shrinkage=0.16829


Tree=7953
num_leaves=27
num_cat=0
split_feature=42 1213 42 1 1429 1447 52 1213 3 41 1213 52 48 12 2 1 52 12 12 133 52 52 43 52 3 43
split_gain=0.103299 0.113481 0.109211 0.129948 0.0851722 0.13069 0.0956757 0.073439 0.108776 0.0689218 0.0846514 0.068492 0.0973162 0.109353 0.0932571 0.0829144 0.0718244 0.0557657 0.0827034 0.0741079 0.0532392 0.084365 0.0376489 0.0481987 0.0294203 0.0395896
threshold=0.089625000000000024 -0.011799999999999998 0.090435000000000015 0.12419000000000001 1.0000000180025095e-35 -0.085574999999999984 0.51371000000000011 -0.073474999999999985 -0.082274999999999987 0.082095000000000015 0.067955000000000002 -0.016329999999999997 0.11224000000000002 0.10011000000000002 0.10384 0.107725 -0.054584999999999995 0.094195000000000015 0.092855000000000007 0.085835000000000009 -0.0087149999999999988 -0.088614999999999985 -0.0093249999999999982 0.085250000000000006 -0.066229999999999997 -0.069944999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 9 5 -3 11 8 22 10 17 14 13 -13 16 -16 -7 18 19 -4 21 -6 23 -1 25 -19
right_child=2 4 3 -5 20 6 -8 -9 -10 -11 -12 12 -14 -15 15 -17 -18 24 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0026176445102341337 -0.0039946425400092956 -0.0041811519913226179 0.0011830044634661117 -0.002662099532542892 0.0053187132088186066 0.0055378952831242325 -0.0023270283842341624 0.013504037843694682 0.012224474677094451 -0.0014070475636873071 0.010774262486021872 0.006806885965565463 -0.0012684763314594455 0.0016219765511395524 -0.0030574870328137849 0.0037658483872913835 -0.0010862081272944317 0.0039361539921975684 -0.003136068059083208 0.0074368313451967042 0.0026114772528324499 0.012392652911413636 0.00067857525135351065 0.009821394676150055 0.0024697050195904074 0.0087596094248137777
leaf_weight=55 63 53 127 91 102 347 59 57 71 58 58 701 56 139 105 97 53 85 61 94 53 92 55 52 61 117
leaf_count=55 63 53 127 91 102 347 59 57 71 58 58 701 56 139 105 97 53 85 61 94 53 92 55 52 61 117
internal_value=0 0.00495434 0.00272305 0.00328822 0.00446867 0.00401981 0.00430012 0.00805813 0.00671816 0.00411012 0.00464378 0.00456234 0.00549782 0.00595105 0.003167 0.000210171 0.00465571 0.00398806 0.00233335 0.00385113 0.00738718 0.00868263 0.00429381 0.00613532 0.00575549 0.00673883
internal_weight=0 2147 815 752 1857 1610 1557 290 233 661 603 1498 896 840 602 202 400 545 282 221 247 194 162 107 263 202
internal_count=2962 2147 815 752 1857 1610 1557 290 233 661 603 1498 896 840 602 202 400 545 282 221 247 194 162 107 263 202
is_linear=0
shrinkage=0.16829


Tree=7954
num_leaves=27
num_cat=0
split_feature=1 155 1 12 4 4 0 150 4 41 0 4 1 16 43 43 12 4 4 479 12 16 12 12 16 51
split_gain=14.2544 2.90128 1.48145 1.32637 0.737378 0.629056 0.381704 0.380664 0.320383 0.313265 0.340387 0.782485 0.306085 0.309221 0.297395 0.285149 0.261827 0.213758 0.183179 0.160876 0.10505 0.104955 0.104801 0.0825631 0.0716383 0.0300042
threshold=0.10123500000000001 0.098655000000000007 0.12419000000000001 0.088365000000000013 0.0060300000000000015 0.42118000000000005 -0.064994999999999983 1.0000000180025095e-35 0.064860000000000015 1.0000000180025095e-35 -0.10462499999999998 -0.021669999999999998 0.087480000000000016 -0.11807499999999999 -0.081314999999999985 -0.051239999999999987 0.083535000000000012 0.043640000000000005 0.24099500000000004 0.080360000000000015 0.099980000000000013 -0.095564999999999983 0.099680000000000005 0.087915000000000007 -0.082974999999999979 -0.041139999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 6 8 9 21 -4 10 11 -1 13 23 -8 -7 -12 -15 -5 20 -18 -2 25 -6 -9 -16
right_child=1 -3 5 18 12 15 14 24 -10 -11 16 -13 -14 17 22 -17 19 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0012920980910741992 0.00074810350011080245 0.0012280777773056389 0.00036042653186223943 0.0010195837277721137 0.00123356471370988 4.0181856871890276e-05 0.00087072111061617591 0.00046596652278253564 0.00066911228756090459 0.0014185103945225091 0.0013627117543337675 0.00073003479603013131 0.00079489246947793402 0.0011101626813895405 0.0011233527007454985 0.00034155773887642145 0.0011975640256139033 0.0008528254439738183 0.00077715177796105713 0.00099925958083972046 0.0010904081142276952 0.00056209819000932872 0.00099892671804700296 0.0010804888751028915 0.00029296172458161119 0.0012443883110714157
leaf_weight=52 62 76 73 91 76 62 75 56 75 63 94 57 62 56 57 77 1137 102 57 54 118 77 53 93 52 55
leaf_count=52 62 76 73 91 76 62 75 56 75 63 94 57 62 56 57 77 1137 102 57 54 118 77 53 93 52 55
internal_value=0 0.000616153 0.00054791 0.000679109 0.00114086 0.000367218 0.00116892 0.00053076 0.000517093 0.00118777 0.00117813 0.000998498 0.00100981 0.00105046 0.00104511 0.000207385 0.00119206 0.000944257 0.000926453 0.00117978 0.00118752 0.000645318 0.00112416 0.00114954 0.000382994 0.0011831
internal_weight=0 758 682 395 2204 287 1815 247 148 1575 1512 109 389 327 240 139 1403 158 148 1309 1255 139 165 169 108 112
internal_count=2962 758 682 395 2204 287 1815 247 148 1575 1512 109 389 327 240 139 1403 158 148 1309 1255 139 165 169 108 112
is_linear=0
shrinkage=0.0032998


Tree=7955
num_leaves=26
num_cat=0
split_feature=1 3 14 3 15 4 1 3 4 1 16 151 3 1 15 4 4 151 0 0 13 4 133 0 3
split_gain=7.90722 2.35384 0.983642 0.940256 0.449823 0.447641 0.364504 0.34818 0.440909 0.315616 0.263742 0.255883 0.215503 0.197511 0.190591 0.169356 0.166841 0.133145 0.132592 0.11384 0.120865 0.106706 0.0959101 0.115502 0.0482216
threshold=0.10575500000000002 -0.049204999999999992 0.073890000000000011 -0.066229999999999997 -0.26361999999999991 0.31392000000000003 0.085720000000000005 -0.12711499999999995 -0.44205499999999992 0.13654500000000003 -0.0043399999999999992 -0.051109999999999996 -0.081224999999999978 0.117245 -0.080264999999999989 0.056815000000000011 0.010535000000000001 -0.06189999999999999 -0.071299999999999988 -0.096849999999999978 -0.085414999999999991 -0.029404999999999997 0.5074550000000001 -0.079119999999999982 -0.077384999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 7 9 13 14 8 -1 -3 17 -6 18 -2 -5 -13 22 -8 19 -9 -21 -16 23 -14 -18
right_child=1 4 -4 6 11 -7 10 12 -10 -11 -12 15 16 -15 21 -17 24 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.0012365784679712244 0.001219268161659238 0.00059056089689871747 0.0014754854247800101 0.0012007379744143959 0.00052624409535799335 0.00079053159417360216 0.0009254078270642173 0.0010632727877638766 0.00086114214113640689 0.00029637498358376957 0.0010390425029151724 0.00065440915782863666 0.0011670889291688468 0.00097009368056551171 0.0010832305447617922 0.00088361428474655447 0.00093174241981347418 0.00071044934742445567 0.00108333912886538 0.001294637179482595 0.0011995850813292814 0.00091313063854301377 0.0012824384327139917 0.0010464290707951922 0.0010763434613802814
leaf_weight=55 76 75 89 88 99 79 55 56 93 86 81 93 292 68 97 59 58 80 102 203 659 76 54 134 56
leaf_count=55 76 75 89 88 99 79 55 56 93 86 81 93 292 68 97 59 58 80 102 203 659 76 54 134 56
internal_value=0 0.000718427 0.00113402 0.00112044 0.000570419 0.000991718 0.000989954 0.00115574 0.0010009 0.000433637 0.000888733 0.000658016 0.00116992 0.00110185 0.00107359 0.000743609 0.00111906 0.000798286 0.0011995 0.00121237 0.00122201 0.00100871 0.00114653 0.00112922 0.00100308
internal_weight=0 635 2328 2239 412 223 477 1762 148 161 216 251 1614 144 261 152 594 135 1020 918 862 173 480 426 114
internal_count=2963 635 2328 2239 412 223 477 1762 148 161 216 251 1614 144 261 152 594 135 1020 918 862 173 480 426 114
is_linear=0
shrinkage=0.0032998


Tree=7956
num_leaves=11
num_cat=0
split_feature=14 148 49 12 399 1456 52 43 1456 2
split_gain=0.163634 0.127341 0.117501 0.090628 0.0977165 0.068956 0.147648 0.0847054 0.0665841 0.0180822
threshold=0.073890000000000011 -0.089829999999999979 -0.15302999999999997 0.11928500000000002 0.091280000000000014 0.0050600000000000011 -0.011499999999999998 -0.45780999999999999 -0.16130999999999998 0.087635000000000005
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 7 -7 -4 -9 -8
right_child=-2 2 3 -5 -6 6 9 8 -10 -11
leaf_value=-0.0030648595202870574 0.012025859528724599 0.01187563754009433 -0.0019015893044194512 0.010241395451727357 -0.0008586176858711524 0.012617572322920243 0.001608701276721739 0.00011857683763358252 0.0051141816617258579 0.0058364000472763983
leaf_weight=53 100 74 52 93 81 102 56 79 2211 62
leaf_count=53 100 74 52 93 81 102 56 79 2211 62
internal_value=0 0.00508611 0.00524048 0.00506037 0.00487738 0.00505943 0.00792059 0.0047899 0.00494263 0.00384526
internal_weight=0 2863 2810 2736 2643 2562 220 2342 2290 118
internal_count=2963 2863 2810 2736 2643 2562 220 2342 2290 118
is_linear=0
shrinkage=0.16829


Tree=7957
num_leaves=18
num_cat=0
split_feature=402 1213 457 11 15 1 399 130 15 15 1456 4 1 52 0 3 0
split_gain=0.113291 0.160556 0.0996969 0.0870376 0.273668 0.263098 0.087589 0.0787715 0.0920604 0.140938 0.115791 0.079289 0.138797 0.0969914 0.0635178 0.0532706 0.0267109
threshold=-0.088989999999999986 -0.071164999999999992 0.10412500000000001 1.0000000180025095e-35 0.025430000000000005 0.107725 0.091280000000000014 -0.081464999999999996 -0.10192499999999999 -0.091934999999999989 -0.16130999999999998 0.41939500000000002 0.085410000000000014 -0.049669999999999999 -0.095554999999999987 -0.083154999999999993 -0.071879999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 7 -2 11 14 -11 12 -9 -13 -10 -3 -17
right_child=2 15 -4 4 -6 -7 -8 8 9 10 -12 13 -14 -15 -16 16 -18
leaf_value=0.015524220746715979 -0.00041277094320071292 0.0011881053513364188 -0.0017518984461141938 -0.0014490380072242912 0.016214327277392686 0.013247256816448687 -0.001419714407659804 0.0039607486972513695 0.014554806118914854 -0.0021935129687897991 0.0047802245947509486 -0.00082399978008357863 -0.00395339835526092 0.0077405356281464799 0.007124328246814666 0.0047258082220024769 0.010044760107569555
leaf_weight=60 100 58 79 102 70 52 81 134 55 70 1619 55 118 115 84 53 58
leaf_count=60 100 58 79 102 70 52 81 134 55 70 1619 55 118 115 84 53 58
internal_value=0 0.00802977 0.00412336 0.00429886 0.0074824 0.00350168 0.00400477 0.00419251 0.00439799 0.00491597 0.00449014 0.00214996 0.000247789 0.00495909 0.0100774 0.00535839 0.00752127
internal_weight=0 229 2734 2655 224 154 2431 2350 2250 1828 1689 422 252 170 139 169 111
internal_count=2963 229 2734 2655 224 154 2431 2350 2250 1828 1689 422 252 170 139 169 111
is_linear=0
shrinkage=0.16829


Tree=7958
num_leaves=17
num_cat=0
split_feature=150 3 3 52 52 12 1375 49 4 475 1456 1456 4 4 1 1
split_gain=0.106032 0.174684 0.148846 0.179169 0.218179 0.161479 0.0942427 0.115135 0.0894508 0.0808104 0.0758408 0.108317 0.0650863 0.101437 0.0675578 0.0470772
threshold=0.08882000000000001 0.093925000000000022 -0.10175499999999998 0.10861000000000003 -0.068039999999999975 0.086335000000000009 -1.0000000180025095e-35 -0.068059999999999982 -0.15615999999999999 0.0072950000000000003 -0.16130999999999998 -0.083354999999999999 -0.5055599999999999 -0.34140499999999996 0.087110000000000007 0.088295000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 8 -6 -2 -8 -1 10 -4 -12 -13 -14 -15 -7
right_child=1 -3 9 -5 5 15 7 -9 -10 -11 11 12 13 14 -16 -17
leaf_value=0.0001485575637327117 0.0086384491861939156 -0.0062020679055654303 -0.0020073485397368585 -0.0019361194521542527 0.020700796744634185 0.0055882332664907363 0.0056657143434147008 -0.004053315864052773 0.0083123888878665689 0.0098403889086076234 0.010203231615182573 -0.0024316893542382818 0.010023731047719258 0.0040230714077145067 0.0020078785202270917 0.012803605058878334
leaf_weight=78 62 78 72 52 53 52 68 70 75 56 67 54 65 1241 767 53
leaf_count=78 62 78 72 52 53 52 68 70 75 56 67 54 65 1241 767 53
internal_value=0 0.000545189 0.0040054 0.0071792 0.00870908 0.0131007 0.0031856 0.000722753 0.00416218 0.00350846 0.00335119 0.00352786 0.00331674 0.00346735 0.00325422 0.00924739
internal_weight=0 278 2685 363 311 158 200 138 153 2322 2266 2194 2127 2073 2008 105
internal_count=2963 278 2685 363 311 158 200 138 153 2322 2266 2194 2127 2073 2008 105
is_linear=0
shrinkage=0.16829


Tree=7959
num_leaves=17
num_cat=0
split_feature=14 51 1 1 16 42 457 2 43 9 2 13 1453 16 42 52
split_gain=0.0754979 0.076897 0.0845963 0.0986289 0.108453 0.156612 0.0879045 0.108342 0.0919996 0.108179 0.129311 0.10286 0.0792527 0.0756299 0.0810248 0.0621324
threshold=0.073890000000000011 -0.40775499999999992 0.085720000000000005 0.078320000000000015 0.19384500000000002 0.087005000000000013 0.084620000000000015 0.10488500000000002 -0.14839499999999997 -0.080769999999999981 0.14744000000000002 0.015030000000000002 -0.077314999999999981 0.022165000000000004 0.084685000000000024 -0.011499999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 12 -6 8 -8 -4 -10 11 -11 -3 15 -15 -14
right_child=-2 2 6 -5 5 -7 7 -9 9 10 -12 -13 13 14 -16 -17
leaf_value=0.0074276150338110809 0.0076188857638599056 -0.0024460148033422489 -0.0026754514433331151 0.0090142384837627494 -0.0071325556953148236 0.0049023049908168779 -0.0081331800312514566 0.0024607754121891536 0.0098178702462422846 0.0034930999641799359 -0.0048674519669494017 -0.00160571084228071 0.0059414440529706675 0.012498319079729241 0.0040465267669143575 0.0028626791744300931
leaf_weight=103 100 57 102 89 66 57 55 54 56 757 68 131 236 58 74 900
leaf_count=103 100 57 102 89 66 57 55 54 56 757 68 131 236 58 74 900
internal_value=0 0.00290266 0.00273314 0.00356529 0.00322914 -0.00154082 0.00168586 -0.00286832 0.00213308 0.00261951 0.00219597 0.00273889 0.00367329 0.00394979 0.0077738 0.00350386
internal_weight=0 2863 2760 1537 1448 123 1223 109 1114 1012 956 888 1325 1268 132 1136
internal_count=2963 2863 2760 1537 1448 123 1223 109 1114 1012 956 888 1325 1268 132 1136
is_linear=0
shrinkage=0.16829


Tree=7960
num_leaves=11
num_cat=0
split_feature=1 1456 1374 40 13 13 401 52 3 3
split_gain=0.227408 0.143036 0.141404 0.107025 0.100969 0.103046 0.229439 0.122503 0.116813 0.0885047
threshold=0.14860500000000001 -0.15824499999999997 0.086000000000000007 0.0023950000000000004 0.26379000000000002 0.032645000000000007 0.080265000000000017 0.090675000000000019 -0.15288999999999997 0.12955000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 7 -7 -3 -10
right_child=-2 2 -4 -5 -6 6 -8 -9 9 -11
leaf_value=0.0092488408109383576 -0.0074095696761679476 0.0090011003777583851 0.0091896585787510868 -0.0047615595977482583 0.0083064361048865564 -0.0010580639235064596 -0.010671815939170928 0.0070798885456998901 0.0017468036263406025 0.0064369879326477567
leaf_weight=80 71 70 76 68 70 199 57 71 2056 121
leaf_count=80 71 70 76 68 70 199 57 71 2056 121
internal_value=0 0.00222649 0.00202435 0.00182289 0.00199291 0.00182051 -0.0009669 0.00107526 0.00222696 0.00200831
internal_weight=0 2868 2788 2712 2644 2574 327 270 2247 2177
internal_count=2939 2868 2788 2712 2644 2574 327 270 2247 2177
is_linear=0
shrinkage=0.16829


Tree=7961
num_leaves=16
num_cat=0
split_feature=4 1429 43 133 43 39 13 402 1213 160 15 0 4 130 3
split_gain=0.142233 0.10318 0.116588 0.203935 0.149549 0.1248 0.101649 0.0907349 0.126471 0.0924651 0.0902399 0.113874 0.0959535 0.0891349 0.0818782
threshold=0.62720500000000012 -0.092119999999999994 -0.040494999999999996 -0.010614999999999998 -0.053234999999999998 0.089030000000000012 -0.011809999999999999 0.11225500000000001 0.10948000000000001 0.092865000000000017 -0.23031999999999997 -0.070664999999999992 -0.051094999999999995 -1.0000000180025095e-35 -0.13117499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 13 -7 8 9 10 11 -4 -12 -5 -15
right_child=-2 2 7 4 -6 6 -8 -9 -10 -11 12 -13 -14 14 -16
leaf_value=0.0092532748697203779 -0.0069742229335492661 -0.0067043238338803336 0.010391279264739397 0.0089091315912608309 -0.0071221726774657801 0.0015202707130607604 -0.0084334651066060966 0.0076883213957151279 -0.0045289996292333483 0.0078482059468673593 0.003161032553622723 0.0004031007099125119 -0.00010773291502196409 -0.0035135836648062233 0.0021779209983034415
leaf_weight=52 53 101 82 52 59 55 61 98 71 94 621 54 429 77 980
leaf_count=52 53 101 82 52 59 55 61 98 71 94 621 54 429 77 980
internal_value=0 0.00181703 0.00167995 0.000574243 0.00114818 0.00154797 -0.00369853 0.00273558 0.00237499 0.00275934 0.0023545 0.0064386 0.0018238 0.00209837 0.00176161
internal_weight=0 2886 2834 1385 1284 1225 116 1449 1351 1280 1186 136 1050 1109 1057
internal_count=2939 2886 2834 1385 1284 1225 116 1449 1351 1280 1186 136 1050 1109 1057
is_linear=0
shrinkage=0.16829


Tree=7962
num_leaves=11
num_cat=0
split_feature=1 1456 1374 41 1 9 399 484 151 475
split_gain=0.140872 0.0929044 0.0958729 0.0770144 0.153047 0.109573 0.0782135 0.0704723 0.0816103 0.0762631
threshold=0.15314500000000003 -0.15824499999999997 0.086000000000000007 0.082560000000000008 0.085720000000000005 0.08542000000000001 0.09173000000000002 0.050560000000000008 -0.086439999999999989 -0.06860999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 7 8 -3 -9
right_child=-2 2 -4 4 -6 -7 -8 9 -10 -11
leaf_value=0.0072034848771372808 -0.0069000080371038417 0.0050772682027992681 0.0072814408677966671 -0.0010634477797014598 0.011430477199703557 -0.0056824358220468997 0.006566597737028692 -0.0048995915242990244 0.0010895723113929924 0.00066745864948356459
leaf_weight=80 57 157 76 52 59 67 75 110 2017 189
leaf_count=80 57 157 76 52 59 67 75 110 2017 189
internal_value=0 0.00154335 0.0013811 0.00121594 0.00556128 0.00103081 0.00120804 0.0010448 0.00137838 -0.00137461
internal_weight=0 2882 2802 2726 111 2615 2548 2473 2174 299
internal_count=2939 2882 2802 2726 111 2615 2548 2473 2174 299
is_linear=0
shrinkage=0.16829


Tree=7963
num_leaves=14
num_cat=0
split_feature=2 44 3 3 2 4 30 4 1 1 2 1 133
split_gain=0.121424 0.0618719 0.085419 0.13138 0.193323 0.112084 0.0712795 0.0908724 0.240235 0.118197 0.0834582 0.167097 0.119174
threshold=0.25063000000000007 1.0000000180025095e-35 0.12955000000000003 0.093925000000000022 0.096540000000000015 0.049545000000000006 0.086535000000000015 -0.12685999999999997 0.081540000000000015 0.10257000000000001 0.081935000000000022 0.083065000000000014 0.017095000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -4 7 8 -1 -10 12 -12 -9
right_child=-2 -3 5 4 -6 -7 -8 10 9 -11 11 -13 -14
leaf_value=-0.0080924556287933994 -0.0067540568579480533 0.0069994930317709763 0.011330970578409158 -0.012195211250848669 0.00096731598003674095 0.0016615365250480638 -0.0046390729851432571 0.0045315016832880922 0.007758274560274842 -0.0028822282443398853 0.0017373898532875574 -0.003140030017971673 -0.0008475348243383936
leaf_weight=98 54 53 53 52 80 96 57 505 68 52 1388 232 151
leaf_count=98 54 53 53 52 80 96 57 505 68 52 1388 232 151
internal_value=0 0.00129563 0.00118825 0.000969618 -0.00420431 0.00511306 0.00123804 0.00137308 -0.00190538 0.00313242 0.00168789 0.00103779 0.0032906
internal_weight=0 2885 2832 2683 132 149 2551 2494 218 120 2276 1620 656
internal_count=2939 2885 2832 2683 132 149 2551 2494 218 120 2276 1620 656
is_linear=0
shrinkage=0.16829


Tree=7964
num_leaves=21
num_cat=0
split_feature=4 3 2 2 3 49 2 49 49 4 3 14 150 49 1456 13 14 4 4 3
split_gain=9.31306 4.0447 1.1275 0.95478 0.830169 0.621086 0.637056 0.426278 0.38202 0.378601 0.408526 0.27317 0.267383 0.264819 0.172074 0.162385 0.306929 0.148396 0.144976 0.0624398
threshold=0.31392000000000003 -0.046079999999999989 0.10773000000000001 -0.007134999999999999 -0.14884499999999998 -0.06017999999999999 0.091290000000000024 0.082820000000000019 0.12757000000000004 -0.057674999999999997 0.091085000000000013 0.076450000000000004 0.081245000000000026 0.0060400000000000011 -0.15627999999999997 -0.15747499999999998 -0.40567999999999999 -0.111135 0.053330000000000009 -0.23936999999999997
decision_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 -2 6 -1 9 11 -5 -11 14 15 -4 -7 -6 -17 19 -19 -16
right_child=4 2 13 7 12 8 -8 -9 -10 10 -12 -13 -14 -15 17 16 -18 18 -20 -21
leaf_value=0.001070168828319144 0.0008081491462394938 0.00055130232080609462 0.00045088041723571871 0.0010817190603735097 0.00046547039628718867 0.0012913281758442929 0.00063968374898764203 0.0012004897206777205 0.00085631045635362231 0.00093416183987121584 0.00056446206347483591 0.0013380592130482359 0.00058111481002302346 0.00071477868505444026 0.001076022035952086 0.00046011484849134356 0.0001505486410649534 0.0011386452783528457 0.0010393946408467898 0.00091335778896758663
leaf_weight=102 57 73 97 83 58 68 60 70 57 90 52 70 52 74 61 54 100 1417 191 53
leaf_count=102 57 73 97 83 58 68 60 70 57 90 52 70 52 74 61 54 100 1417 191 53
internal_value=0 0.00104221 0.000787252 0.000890298 0.000446485 0.00110829 0.000910947 0.000974065 0.00112495 0.000903466 0.000799027 0.00113316 0.000368265 0.000565288 0.00112513 0.000315891 0.000259327 0.00111855 0.00112688 0.00100071
internal_weight=0 2618 539 368 321 2079 162 295 1917 225 142 1860 264 171 1790 212 154 1722 1608 114
internal_count=2939 2618 539 368 321 2079 162 295 1917 225 142 1860 264 171 1790 212 154 1722 1608 114
is_linear=0
shrinkage=0.0032998


Tree=7965
num_leaves=32
num_cat=0
split_feature=1 4 52 52 14 16 14 2 51 1 151 1 2 2 2 51 52 43 51 43 4 1212 43 4 2 43 2 4 2 51 42
split_gain=8.83578 1.55094 0.758819 0.695239 0.54817 0.520707 0.773884 0.402304 0.396176 0.426857 0.362608 0.389485 0.350922 0.302302 0.233167 0.220322 0.161078 0.167807 0.14501 0.142041 0.395489 0.136422 0.131811 0.126129 0.0985246 0.0841953 0.0821923 0.0813186 0.0558155 0.0304029 0.00982304
threshold=0.10290000000000001 0.31392000000000003 -0.41694999999999993 -0.011964999999999998 0.064610000000000015 -0.43708999999999992 -0.45687499999999998 0.11504500000000002 0.010750000000000001 0.085720000000000005 -0.013299999999999998 0.084470000000000003 0.092155000000000015 1.0000000180025095e-35 0.099435000000000009 0.10934000000000001 0.08673500000000002 -0.022159999999999996 0.080840000000000009 -0.077614999999999976 -0.041794999999999992 -0.018699999999999998 -0.07138499999999999 0.053925000000000008 0.072175000000000017 -0.0058299999999999992 0.089255000000000015 -0.052619999999999993 0.087635000000000005 -0.014634999999999999 0.094435000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 18 8 7 -7 -3 10 14 11 26 16 -5 15 -10 17 22 -4 20 -14 -18 -12 27 -19 -23 28 -21 -1 -22 -25
right_child=1 5 3 13 -6 6 -8 -9 9 -11 12 -13 19 -15 -16 -17 21 24 -20 23 29 25 -24 30 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.00095751557718265913 0.00095792379175090774 0.00067374612817377002 0.00036789290475174003 0.00087534674876246158 0.0012167973914235463 0.00049573136002313675 -1.5987422226847508e-05 0.00035222770032366504 0.0011025677637561183 0.00062831855662683219 0.0010436728141922816 0.00068400786768425619 0.00064245834395791179 0.00058470309312778164 0.00074465373696034785 0.00084135121496194565 0.0011307124990618325 0.0010544971163951142 0.00057040684612320381 0.0009679724373863679 0.0010315286545893576 0.00098071900717029595 0.00088217067715883578 0.00084463958509675328 0.0011672949353165687 0.00085286995363512955 0.0010287981783668508 0.0011060408596354034 0.00080597617856721757 0.00091272128986144357 0.0009195321946094473
leaf_weight=65 86 74 93 99 95 58 72 101 85 75 251 88 65 66 60 63 54 178 68 156 52 226 75 68 184 82 86 74 53 62 54
leaf_count=65 86 74 93 99 95 58 72 101 85 75 251 88 65 66 60 63 54 178 68 156 52 226 75 68 184 82 86 74 53 62 54
internal_value=0 0.000549341 0.00068149 0.000608457 0.0009701 0.000370717 0.000212047 0.000488385 0.000959213 0.000843223 0.00097672 0.000868939 0.000996604 0.000759303 0.000920544 0.000991612 0.00103186 0.00106208 0.000453646 0.000926818 0.000849489 0.000974328 0.00100663 0.000966042 0.00111193 0.000946796 0.000948541 0.00101255 0.00088975 0.000967223 0.000878078
internal_weight=0 717 412 326 2251 305 130 175 2156 283 1873 292 1581 165 208 148 1050 688 161 531 179 362 326 352 362 308 204 230 118 114 122
internal_count=2968 717 412 326 2251 305 130 175 2156 283 1873 292 1581 165 208 148 1050 688 161 531 179 362 326 352 362 308 204 230 118 114 122
is_linear=0
shrinkage=0.0032998


Tree=7966
num_leaves=16
num_cat=0
split_feature=10 10 159 3 402 11 9 34 43 133 2 2 43 3 133
split_gain=0.153223 0.152969 0.0997944 0.0946192 0.108614 0.144399 0.133857 0.126044 0.124526 0.0895408 0.109406 0.0637895 0.0607403 0.0460085 0.0212833
threshold=-0.015289999999999998 -0.16262499999999996 -0.46319999999999995 -0.23098999999999997 -0.0021499999999999996 0.078340000000000007 1.0000000180025095e-35 -0.049569999999999996 -0.09361499999999999 0.51379500000000011 0.084855000000000014 0.10859000000000001 -0.089269999999999988 -0.082004999999999981 0.18829500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 11 9 6 7 -6 -9 10 14 -4 -7 -12 -5
right_child=2 -3 3 4 5 12 -8 8 -10 -11 13 -13 -14 -15 -16
leaf_value=0.0021695018982543753 0.0084301337628234965 -0.0099756627650187061 0.010840256051282318 0.012499861324747731 -0.0058675458413990252 -0.0081962401239697343 0.010646248816030705 0.0057414227773238732 0.001791943632704096 -0.00018379410134327937 0.0002863539619443937 0.0029970226516091479 -2.7213847083349664e-05 0.0059996040321382161 0.0079174937080966901
leaf_weight=64 87 54 65 63 55 52 53 259 1813 71 69 55 52 97 59
leaf_count=64 87 54 65 63 55 52 53 259 1813 71 69 55 52 97 59
internal_value=0 -0.00337323 0.00280873 0.00263108 0.00242021 0.00199122 0.00228402 0.0020748 0.0022865 0.00514453 0.00646435 0.00726041 -0.004129 0.00363564 0.0102985
internal_weight=0 118 2850 2763 2643 2284 2180 2127 2072 359 288 120 104 166 122
internal_count=2968 118 2850 2763 2643 2284 2180 2127 2072 359 288 120 104 166 122
is_linear=0
shrinkage=0.16829


Tree=7967
num_leaves=11
num_cat=0
split_feature=49 4 4 4 0 41 52 0 147 49
split_gain=0.124035 0.114316 0.101392 0.202663 0.109748 0.101327 0.0962395 0.0817642 0.060565 0.0831032
threshold=-0.23648999999999995 -0.51323499999999989 -0.15504999999999997 -0.10701499999999999 0.019150000000000004 0.083565000000000014 -0.12005499999999998 0.048235000000000007 0.093835000000000016 0.18936500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 6 -4 5 8 -3 -8 9 -5
right_child=1 2 3 4 -6 -7 7 -9 -10 -11
leaf_value=0.010286750696264045 -0.0056763905203251067 0.0017659431783374109 -0.008255345959232668 0.002019452546241321 -0.0045026564801469394 0.0081457862048777002 0.013370633283446523 0.0042883558544316519 -0.0034579780256139571 0.0084254531873533718
leaf_weight=52 54 97 55 2332 70 80 59 55 55 59
leaf_count=52 54 97 55 2332 70 80 59 55 55 59
internal_value=0 0.0019856 0.00213079 0.00184719 0.00206192 0.00224455 0.00568539 0.00900459 0.00205081 0.00217828
internal_weight=0 2916 2862 2651 2596 2526 211 114 2446 2391
internal_count=2968 2916 2862 2651 2596 2526 211 114 2446 2391
is_linear=0
shrinkage=0.16829


Tree=7968
num_leaves=17
num_cat=0
split_feature=4 15 16 457 42 43 3 42 4 151 457 13 4 13 42 16
split_gain=0.100054 0.110961 0.152242 0.0956672 0.0730076 0.108965 0.0778508 0.101446 0.143203 0.0864317 0.0989024 0.0876782 0.0756347 0.071822 0.061545 0.0287329
threshold=0.31392000000000003 -0.46483499999999994 -0.54034499999999996 -0.11141 -0.14449499999999996 -0.22491499999999998 -0.12077499999999998 0.085245000000000015 -0.44205499999999992 0.011180000000000001 0.093295000000000003 -0.084509999999999988 -0.091059999999999988 -0.081464999999999982 0.093030000000000015 -0.057034999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 13 -3 -1 15 12 7 8 -7 10 11 -8 -6 -2 -4 -5
right_child=1 2 14 4 5 6 9 -9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.009070334924252443 -0.0011338698029713305 0.0036110592770521727 -0.0088208624001487757 0.0088297664886534243 -0.0079221639826609 0.0081528660658054738 2.0380666274656186e-05 0.011475123576024026 -0.0025231160634688198 -0.0037825885179991053 0.0090011751555990997 0.0024693941747813979 0.0003019355906536514 0.0072954496774525262 -0.0016170254532643401 0.0034144419921783896
leaf_weight=55 55 63 95 57 52 72 585 54 70 77 55 1429 80 59 53 57
leaf_count=55 55 63 95 57 52 72 585 54 70 77 55 1429 80 59 53 57
internal_value=0 -0.0010096 -0.00329947 0.00211597 0.00196748 0.00177459 0.00204019 0.00525533 0.00287741 0.00174571 0.00195232 0.00175893 -0.00292425 0.00321291 -0.00625325 0.00613786
internal_weight=0 325 211 2643 2588 2474 2342 196 142 2146 2069 2014 132 114 148 114
internal_count=2968 325 211 2643 2588 2474 2342 196 142 2146 2069 2014 132 114 148 114
is_linear=0
shrinkage=0.16829


Tree=7969
num_leaves=30
num_cat=0
split_feature=12 12 9 12 12 457 11 51 16 12 11 16 481 12 155 157 16 16 16 16 51 403 484 133 157 12 12 403 12
split_gain=4.92706 1.46593 1.05986 0.528356 0.471369 0.298168 0.27142 0.252908 0.235778 0.210255 0.192369 0.164782 0.121298 0.114092 0.111262 0.105275 0.118829 0.0922013 0.0849194 0.175257 0.327226 0.0666001 0.0597114 0.102859 0.0572366 0.048522 0.0784833 0.0216534 0.0116541
threshold=0.056995000000000011 0.14472000000000004 -1.0000000180025095e-35 0.092735000000000026 -0.032329999999999991 0.094310000000000019 1.0000000180025095e-35 -0.09193999999999998 -0.006494999999999999 -0.093719999999999984 0.091055000000000011 -0.047754999999999999 -0.087234999999999993 -0.14750499999999997 0.092900000000000024 -0.016164999999999995 0.0054050000000000009 -0.0062949999999999994 0.014185000000000001 -0.28430999999999995 0.086950000000000013 1.0000000180025095e-35 -0.019629999999999998 0.048535000000000002 -0.086989999999999984 0.094115000000000018 0.10331000000000001 -0.072664999999999993 0.10859000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 6 8 7 12 -6 9 13 11 25 -2 -4 22 17 21 24 19 -9 -21 -17 -13 -24 -14 -5 27 -27 -28
right_child=1 -3 4 10 5 -7 -8 18 -10 -11 -12 14 15 -15 -16 16 -18 -19 -20 20 -22 -23 23 -25 -26 26 28 -29 -30
leaf_value=0.0001636011360719848 0.00071071897933953378 0.00031108102329710177 0.00037263116698311777 0.00073912374136363265 0.00082181628363344568 0.00039112433964792151 0.0010293634750285822 0.00051937330074686833 0.00058317170047424323 0.00027093846859520916 0.00058227256729935007 0.00077071708999977193 0.00093479008734140604 0.00059214246622441111 0.00083112614193652868 0.00084073513274149987 0.00072687426351823931 0.0010027859466689309 0.00048918738189976613 0.00089704564620515564 0.0005599783171293185 0.00092051809333004839 0.00059613891264164495 0.00075220729591075355 0.00078113423418161611 0.00093779191744070565 0.00073015357086773697 0.00085320735355389041 0.0008039434338301761
leaf_weight=89 67 63 52 76 79 54 102 84 95 97 65 73 60 54 78 675 91 98 55 59 69 151 124 78 56 65 53 116 90
leaf_count=89 67 63 52 76 79 54 102 84 95 97 65 73 60 54 78 675 91 98 55 59 69 151 124 78 56 65 53 116 90
internal_value=0 0.000808013 0.000503289 0.000822777 0.000546552 0.000620793 0.000864311 0.000656535 0.00044678 0.000382778 0.000756728 0.00077174 0.000850228 0.00048479 0.00071895 0.000858462 0.00084265 0.000926049 0.0006075 0.000638028 0.000715621 0.000855363 0.000687004 0.000656577 0.000860915 0.00081824 0.000836689 0.000883778 0.000776841
internal_weight=0 2181 787 2118 698 400 1300 346 298 203 818 753 1198 106 353 1131 917 214 267 212 128 826 275 202 116 400 324 181 143
internal_count=2968 2181 787 2118 698 400 1300 346 298 203 818 753 1198 106 353 1131 917 214 267 212 128 826 275 202 116 400 324 181 143
is_linear=0
shrinkage=0.0032998


Tree=7970
num_leaves=12
num_cat=0
split_feature=4 50 160 121 124 49 12 14 156 156 50
split_gain=0.244611 0.113799 0.115811 0.101956 0.114553 0.107631 0.0947081 0.0798954 0.0953243 0.10319 0.0938977
threshold=0.5567700000000001 0.11863000000000001 -0.14807999999999996 -1.0000000180025095e-35 -0.087424999999999989 -0.13138499999999997 0.09358000000000001 0.08104500000000002 0.086860000000000007 0.089280000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -6 -4 8 10 -10 -7
right_child=-2 2 6 4 5 7 -8 -9 9 -11 -12
leaf_value=0.01023640312093506 -0.006866062524562731 0.003447680722955068 -0.0096374651010909113 -0.0042679326918399927 0.0082960881584840697 -0.0016408525148733717 0.00022037224291749451 -0.0032968517253179138 -0.005396261000402509 0.001757450122547328 0.003489429885178428
leaf_weight=52 80 80 58 65 100 106 52 62 74 250 1974
leaf_count=52 80 80 58 65 100 106 52 62 74 250 1974
internal_value=0 0.0025627 -0.00141108 0.00284477 0.002698 0.00287516 -0.00496106 0.0026546 0.00280884 0.000118033 0.00322712
internal_weight=0 2873 190 2683 2631 2566 110 2466 2404 324 2080
internal_count=2953 2873 190 2683 2631 2566 110 2466 2404 324 2080
is_linear=0
shrinkage=0.16829


Tree=7971
num_leaves=24
num_cat=0
split_feature=4 2 123 2 2 49 151 52 475 1447 49 2 2 2 48 2 4 1447 52 4 52 52 2
split_gain=4.38611 1.46889 0.810094 0.477525 0.263171 0.216703 0.142922 0.163701 0.183159 0.191766 0.142035 0.128473 0.118475 0.119912 0.0859658 0.0851178 0.0774241 0.0706097 0.0456096 0.0693157 0.0299118 0.0484361 0.0250994
threshold=0.31392000000000003 0.10859000000000001 0.081180000000000016 0.13631000000000001 0.14073000000000005 -0.013914999999999999 0.084725000000000009 0.11628500000000001 -0.048844999999999993 -0.082249999999999976 -0.014989999999999998 0.097110000000000016 0.085355000000000014 0.090640000000000012 0.08956500000000002 0.11231500000000001 0.5567700000000001 -0.08027999999999999 -0.42606499999999997 -0.035849999999999993 0.55104000000000009 0.27203000000000005 0.11978500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 10 -3 7 8 12 -10 -2 -11 -1 -14 -5 -7 22 -9 -17 -20 21 -19 -12
right_child=4 3 -4 14 -6 15 -8 17 9 11 16 -13 13 -15 -16 18 -18 20 19 -21 -22 -23 -24
leaf_value=0.00045415436014740817 0.00042719870608703324 0.00033070162444912878 0.00036117654348705538 0.00035580348917492986 5.9497133246612803e-05 0.00045612053910407531 0.00083166873389070529 0.00048443562231384371 0.00084025345686050018 0.0006960740086174417 0.00023376090439664022 0.00059466056939970274 0.00070413192857387999 0.00053734573558745613 0.00017268882800268757 0.00067517049149620994 0.00012444520312001844 0.00067550856420188455 0.00046535909266098396 0.00063291454558347525 0.00068912190287485941 0.00056624849738510662 0.00032876037936678017
leaf_weight=52 52 58 96 55 85 68 61 52 94 1223 77 159 115 84 59 58 54 70 52 62 61 150 56
leaf_count=52 52 58 96 55 85 68 61 52 94 1223 77 159 115 84 59 58 54 70 52 62 61 150 56
internal_value=0 0.000624802 0.000658459 0.000443605 0.000217724 0.000513212 0.000671898 0.00066715 0.000680219 0.000694379 0.00027385 0.000684432 0.000596808 0.000633907 0.000261343 0.000557171 0.00023102 0.000599266 0.000596917 0.000556795 0.000620391 0.000601173 0.000274026
internal_weight=0 2629 2217 412 324 298 2121 2060 1727 1476 239 1382 251 199 114 240 187 333 172 114 281 220 133
internal_count=2953 2629 2217 412 324 298 2121 2060 1727 1476 239 1382 251 199 114 240 187 333 172 114 281 220 133
is_linear=0
shrinkage=0.0032998


Tree=7972
num_leaves=17
num_cat=0
split_feature=9 13 49 52 1456 133 1455 13 41 475 1446 151 52 0 13 52
split_gain=0.112428 0.104983 0.127318 0.0794491 0.111388 0.10536 0.104119 0.075821 0.178656 0.0792754 0.066626 0.0599015 0.0559753 0.0544591 0.0494653 0.0123529
threshold=-1.0000000180025095e-35 -0.38538999999999995 -0.13138499999999997 0.11534500000000002 -0.084244999999999987 -0.0078599999999999972 0.097665000000000016 -0.087404999999999997 0.078385000000000024 -0.051584999999999992 0.037915000000000011 -0.0091999999999999981 0.081945000000000018 -0.073664999999999994 -0.49895999999999996 -0.0052199999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 15 4 -4 -5 10 11 9 -9 13 -6 -13 -7 -2 -3
right_child=1 2 3 5 7 6 -8 8 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=-0.0032630779487086707 0.0014474599041234295 0.010352289744109016 0.008475001381659528 -0.0062110976193736588 -0.0047428032817543528 -6.1684915083957612e-05 -0.0055006266203632762 0.00014901254435697471 0.012768844253549603 0.0033307743688032847 0.0080080705734007478 0.0029397797970146695 -0.0021101442258439924 0.0050375353462941844 -0.0053429946548558503 0.0066137938129249259
leaf_weight=97 55 52 99 58 54 189 52 264 53 1427 54 199 90 86 67 57
leaf_count=97 55 52 99 58 54 189 52 264 53 1427 54 199 90 86 67 57
internal_value=0 0.00255503 0.00277086 0.00253587 0.00295092 0.000465002 0.00148603 0.00268802 0.00313801 0.0028351 0.00259576 0.000394748 0.00136092 0.00152645 -0.002267 0.00841378
internal_weight=0 2856 2734 2625 2186 439 381 2087 1744 1691 329 343 289 275 122 109
internal_count=2953 2856 2734 2625 2186 439 381 2087 1744 1691 329 343 289 275 122 109
is_linear=0
shrinkage=0.16829


Tree=7973
num_leaves=19
num_cat=0
split_feature=4 2 124 3 14 2 0 2 4 0 15 133 483 3 2 2 2 156
split_gain=7.1552 2.89803 1.52931 0.852245 0.464216 0.416997 0.328271 0.612904 0.440114 0.357042 0.308252 0.302028 0.130341 0.122871 0.134929 0.0833963 0.0714063 0.0455258
threshold=0.31392000000000003 0.13388500000000003 -0.048219999999999992 0.11391500000000002 0.073890000000000011 0.14019000000000004 -0.07700499999999999 0.093320000000000014 -0.17568999999999999 -0.13165999999999997 0.088645000000000015 0.085650000000000018 -0.086419999999999983 -0.0096849999999999974 0.10724500000000002 0.11426500000000002 0.14808000000000002 0.091280000000000014
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 6 13 7 12 17 -9 -10 -1 -4 15 -15 -2 -3 -8
right_child=5 16 3 -5 -6 -7 8 9 10 -11 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.00065205911235318977 0.00057406241966241188 0.00044003359482555382 0.0010774900662675381 0.0005336246807714517 0.0011334830593145682 0.00012576679703117747 0.0010146242617744506 0.00051617149808317817 0.00069050558703051947 0.00082687604345994088 0.00086090474991121462 0.00033469419350454238 0.00093346408384495773 0.00021092958984933539 0.00042350097080784459 0.00038373585296530419 0.00027782488206435892 0.00089904290381742733
leaf_weight=85 52 54 76 73 88 87 102 52 247 190 224 54 1242 61 72 52 70 72
leaf_count=85 52 54 76 73 88 87 102 52 247 190 224 54 1242 61 72 52 70 72
internal_value=0 0.000841646 0.000866031 0.000885815 0.000897012 0.00032175 0.000887558 0.000913657 0.000824381 0.000760259 0.000771619 0.00052902 0.000941796 0.000393544 0.000326271 0.000479238 0.000348748 0.000967
internal_weight=0 2629 2505 2366 2293 324 2205 1560 645 242 471 139 1318 237 133 104 124 174
internal_count=2953 2629 2505 2366 2293 324 2205 1560 645 242 471 139 1318 237 133 104 124 174
is_linear=0
shrinkage=0.0032998


Tree=7974
num_leaves=25
num_cat=0
split_feature=2 2 2 0 39 0 2 11 49 11 150 484 484 0 2 159 1210 2 2 1211 49 133 0 52
split_gain=6.89658 3.21882 1.2857 1.66101 1.12344 0.916367 0.43649 0.378152 0.263607 0.2294 0.225847 0.191471 0.285989 0.135506 0.262357 0.126095 0.127222 0.154668 0.0929729 0.0891669 0.0628354 0.0491837 0.0293278 0.0272444
threshold=0.12068000000000001 -1.0000000180025095e-35 0.098655000000000007 -0.13165999999999997 0.086400000000000018 -0.07385499999999999 0.14132000000000003 0.08184000000000001 1.0000000180025095e-35 0.07585500000000002 1.0000000180025095e-35 -0.070839999999999986 -0.088064999999999991 -0.085264999999999994 0.16730000000000003 0.10862000000000001 -0.080804999999999974 0.085225000000000009 0.11366500000000002 0.10971000000000002 0.098655000000000007 0.086435000000000026 -0.072624999999999981 -0.093534999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 10 5 -1 8 18 22 11 -4 12 23 -8 -15 16 17 -13 20 -18 21 -5 -2 -3
right_child=6 2 3 7 -6 -7 13 -9 -10 -11 -12 15 -14 14 -16 -17 19 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0010009101869809572 0.00034998904361120296 0.00088406094305901563 0.00057336291984260844 0.00086504271104309105 0.00020913786434771826 0.00042244503873791828 0.00014943332526084216 0.0011197292458134808 0.00067502485748778302 0.0011362215499327968 0.00029604256907013313 0.00071861109935565063 0.0011802397679090582 0.00049232036160521515 0.00017359262222535536 0.00078416217142441376 0.0009642885153974954 0.00096175315432904106 0.00075088370424530805 0.00083179076427755498 0.00077508836438645477 0.00098238897927275864 0.00046515166413108429 0.00098617711268052092
leaf_weight=58 52 52 86 118 87 62 60 66 67 84 52 58 101 61 53 55 1287 60 90 62 54 69 53 106
leaf_count=58 52 52 86 118 87 62 60 66 67 84 52 58 101 61 53 55 1287 60 90 62 54 69 53 106
internal_value=0 0.000890391 0.00092446 0.000781516 0.000495217 0.00070233 0.000394374 0.000890018 0.000512498 0.000965447 0.000469121 0.000957373 0.00104162 0.000277405 0.000344449 0.000943012 0.000948944 0.000842541 0.000844108 0.000958225 0.000878776 0.00090853 0.000408454 0.000952792
internal_weight=0 2607 2400 535 207 120 346 397 172 1865 138 1781 259 174 114 1522 1467 118 331 1349 241 187 105 158
internal_count=2953 2607 2400 535 207 120 346 397 172 1865 138 1781 259 174 114 1522 1467 118 331 1349 241 187 105 158
is_linear=0
shrinkage=0.0032998


Tree=7975
num_leaves=17
num_cat=0
split_feature=3 39 16 40 52 13 49 13 16 150 484 0 0 0 0 16
split_gain=3.71428 2.04775 0.728603 0.452008 0.378475 0.36791 0.276004 0.312855 0.302556 0.273626 0.209107 0.147529 0.438692 0.141016 0.105344 0.081524
threshold=0.3148450000000001 0.091635000000000008 -0.18817999999999999 -0.075659999999999991 0.008405000000000001 -0.16392499999999996 -0.13878999999999997 -0.012839999999999999 0.0054050000000000009 0.083810000000000009 0.085225000000000009 -0.18240499999999996 -0.10298499999999998 -0.10998999999999999 -0.066574999999999981 0.058875000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 11 -4 -7 8 14 10 -9 -1 -13 -6 -8 -10
right_child=-2 3 5 -5 13 6 7 9 15 -11 -12 12 -14 -15 -16 -17
leaf_value=0.00034734826338993224 5.8543406896912118e-05 0.00017362125827339664 0.00049899046218408575 0.00051127043007208621 0.00079837891374090583 0.0010022435252654673 0.00082954086639726006 0.00074385271229160453 0.0006103207518429731 0.00051472641418992852 0.00056666428877561131 0.00076317741985081479 0.00038308492487810949 0.00057944425255599492 0.00068648581252828307 0.00073385888797246942
leaf_weight=55 98 75 60 103 91 52 899 775 81 73 82 60 75 52 63 254
leaf_count=55 98 75 60 103 91 52 899 775 81 73 82 60 75 52 63 254
internal_value=0 0.000712297 0.00073514 0.0003692 0.000590242 0.000755753 0.000762498 0.000756884 0.000790245 0.00071032 0.00072694 0.00049314 0.000552276 0.000719013 0.000820209 0.000704094
internal_weight=0 2850 2672 178 333 2339 2279 2227 1297 930 857 190 135 143 962 335
internal_count=2948 2850 2672 178 333 2339 2279 2227 1297 930 857 190 135 143 962 335
is_linear=0
shrinkage=0.0032998


Tree=7976
num_leaves=18
num_cat=0
split_feature=50 3 50 1456 16 479 149 4 4 16 1429 157 3 42 4 50 159
split_gain=0.198813 0.216969 0.110387 0.0853241 0.0807558 0.070846 0.0800039 0.0976195 0.0872355 0.159076 0.070913 0.0705674 0.0529134 0.0594366 0.0615793 0.0476187 0.0439251
threshold=0.017860000000000004 0.35004500000000011 0.08981500000000002 -0.14800499999999997 -0.088719999999999979 0.083720000000000017 0.075040000000000009 0.31392000000000003 0.50996500000000011 -0.53342999999999996 0.084895000000000012 0.10606 -0.023409999999999997 0.10254000000000001 -0.032169999999999997 0.11226500000000002 -0.088129999999999986
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 15 6 7 10 9 -9 11 -5 13 14 -6 -4 -16
right_child=2 -3 4 5 12 -7 -8 8 -10 -11 -12 -13 -14 -15 16 -17 -18
leaf_value=0.0099060258542544109 0.01288290061996215 -0.0059409638530305122 -0.0010590016032466459 0.0035063488340637576 0.010726687389254102 0.0095560027143427352 0.0091870735000757018 0.0023485589901203236 0.0036349054046383006 -0.0098304958780806081 0.0082501094412791628 -0.0017494409745820272 0.012151337465021284 0.0018696187754492976 0.0084402792808756059 0.0054163690320656876 0.0025840417406807147
leaf_weight=60 75 69 62 1753 103 53 64 66 92 56 86 75 53 67 69 66 79
leaf_count=60 75 69 62 1753 103 53 64 66 92 56 86 75 53 67 69 66 79
internal_value=0 0.00334798 0.00684264 0.00362682 0.00593119 0.0034582 0.00330995 0.00313235 -0.000268684 -0.0032271 0.00351355 0.00328973 0.00719094 0.00635856 0.00754964 0.00226583 0.00532645
internal_weight=0 2374 574 2305 499 2245 2192 2128 214 122 1914 1828 371 318 251 128 148
internal_count=2948 2374 574 2305 499 2245 2192 2128 214 122 1914 1828 371 318 251 128 148
is_linear=0
shrinkage=0.16829


Tree=7977
num_leaves=24
num_cat=0
split_feature=1 16 50 14 124 1 16 151 159 1 48 1446 50 133 1 47 16 16 403 16 1 1446 48
split_gain=12.8659 2.13612 1.24744 0.940774 0.916355 0.899097 0.477633 0.257777 0.347175 0.256042 0.229852 0.211258 0.192827 0.178778 0.165509 0.138482 0.12022 0.171898 0.109139 0.0844522 0.036051 0.0299496 0.0220606
threshold=0.10529500000000001 0.31625000000000009 0.067370000000000013 0.064610000000000015 -0.080429999999999988 0.13300500000000001 -0.18817999999999999 -0.039414999999999999 0.087360000000000007 0.11790500000000002 0.088825000000000015 0.083705000000000016 0.083315000000000014 0.096875000000000017 0.14828500000000003 0.085385000000000016 -0.50875499999999996 -0.43708999999999992 -0.082554999999999976 -0.037309999999999989 0.11706000000000001 0.089820000000000025 0.093350000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 -1 7 16 -2 20 -3 11 12 13 -8 -7 22 -6 -18 -13 -14 -9 -20 -12
right_child=1 9 -4 -5 6 14 10 8 -10 -11 15 18 19 -15 -16 -17 17 -19 21 -21 -22 -23 -24
leaf_value=0.00087548846780302885 0.00049687275607214736 0.0012763655103203934 0.00094917578243115894 0.0015543380849818533 0.00091523875774833811 0.00040489354986537158 0.0012346027341747466 0.00087090334760905072 0.00051875177691688794 0.00095053767823443324 0.0010116047102068275 0.0014887094408048336 0.0012796145998033295 0.001128137791941655 0.00017579205096335485 0.0012391994652672716 0.0012471380067731418 0.00097586799247558875 0.0013691163321942834 0.0014179845514228574 0.00074768809078879948 0.0012546729067789213 0.0011077734606802251
leaf_weight=88 91 54 94 89 54 105 1010 69 66 54 57 52 265 218 52 90 53 53 55 66 52 76 85
leaf_count=88 91 54 94 89 54 105 1010 69 66 54 57 52 265 218 52 90 53 53 55 66 52 76 85
internal_value=0 0.000690482 0.000603996 0.0012203 0.0012069 0.000529325 0.00122055 0.000642197 0.000712728 0.00111378 0.0012347 0.0012479 0.0012352 0.00121573 0.000329237 0.00113543 0.0010457 0.00111184 0.00135596 0.00130731 0.000818243 0.00130299 0.00106942
internal_weight=0 637 529 2311 2222 435 2134 278 187 108 1974 1742 1559 1228 157 232 160 106 183 331 121 131 142
internal_count=2948 637 529 2311 2222 435 2134 278 187 108 1974 1742 1559 1228 157 232 160 106 183 331 121 131 142
is_linear=0
shrinkage=0.0032998


Tree=7978
num_leaves=34
num_cat=0
split_feature=1 3 3 3 15 3 16 40 123 0 1455 1 49 0 49 12 155 3 12 160 49 12 42 15 133 49 160 42 0 15 3 42 12
split_gain=7.67278 1.69309 0.79185 0.765095 0.674663 0.557666 0.339327 0.309963 0.268236 0.234254 0.272338 0.234122 0.222874 0.344565 0.207389 0.20577 0.182822 0.230044 0.174284 0.169173 0.122043 0.12145 0.20378 0.0983955 0.113886 0.0879525 0.0873764 0.0818569 0.0919947 0.0641297 0.0382869 0.02909 0.00871831
threshold=0.10290000000000001 -0.057749999999999989 0.3148450000000001 0.085880000000000012 -0.21242999999999998 -0.075914999999999996 -0.082119999999999985 -0.084924999999999987 0.087855000000000016 -0.083914999999999976 0.081665000000000001 0.088830000000000006 -1.0000000180025095e-35 -0.11262999999999999 -0.076494999999999994 0.083815000000000014 0.10022500000000002 -0.087104999999999988 0.085905000000000023 -0.077324999999999991 0.098655000000000007 0.086675000000000016 0.088485000000000022 -0.048914999999999993 -0.10298999999999998 -0.010424999999999999 -0.080884999999999985 -0.0022699999999999999 -0.078399999999999984 -0.076194999999999999 -0.085074999999999998 0.087525000000000006 0.089350000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -2 9 -5 -3 -9 10 11 21 14 -14 -7 -11 17 -6 -17 -20 26 22 25 29 -25 -1 -15 -28 -29 -21 32 -32 -23
right_child=1 2 -4 6 16 12 -8 8 -10 15 -12 -13 13 20 -16 18 -18 -19 19 23 -22 30 -24 24 -26 -27 27 28 -30 -31 31 -33 -34
leaf_value=0.00092672739739617111 0.0004449649056871595 0.00016988866538306051 0.00017260725165760756 0.0005486584384657606 0.00063564268116448567 0.0008627534787610349 0.00086655341828469187 0.00058210187671334083 0.00030577015777217284 0.00074844158724006926 0.0012534843070719837 0.00079930396829370402 0.0011032180185844836 0.00098725578165976234 0.00058987456720488939 0.0011482238364602989 0.0010228885207386586 0.00091045723003055975 0.00081046968140521846 0.000961662992809806 0.00075111541716169408 0.00099070127563301671 0.0012655345932068014 0.00085174308844447664 0.0010105532886000648 0.001065813982810277 0.00096670078013451647 0.00070628702047836043 0.00087449921669052852 0.00079230332142172079 0.00090297279831971051 0.00099639098122809616 0.0010677019449877277
leaf_weight=65 52 54 93 80 56 77 69 88 69 52 58 52 84 92 52 55 60 86 84 53 80 56 52 59 434 296 67 52 134 53 96 81 57
leaf_count=65 52 54 93 80 56 77 69 88 69 52 58 52 84 92 52 55 60 86 84 53 80 56 52 59 434 296 67 52 134 53 96 81 57
internal_value=0 0.000565712 0.000444615 0.000514786 0.000781545 0.000960129 0.000696108 0.000386576 0.000460881 0.000993135 0.00103297 0.00101598 0.000877144 0.00090853 0.000753029 0.000952095 0.000868015 0.000802328 0.000966397 0.000951704 0.000869968 0.00103196 0.00106924 0.000971451 0.000991619 0.00104087 0.000897426 0.000864621 0.000827662 0.000877316 0.000978748 0.000945923 0.00102985
internal_weight=0 707 453 360 254 2241 149 211 157 1603 813 755 638 509 129 790 202 142 738 683 425 703 413 599 493 361 345 253 186 106 290 177 113
internal_count=2948 707 453 360 254 2241 149 211 157 1603 813 755 638 509 129 790 202 142 738 683 425 703 413 599 493 361 345 253 186 106 290 177 113
is_linear=0
shrinkage=0.0032998


Tree=7979
num_leaves=18
num_cat=0
split_feature=4 3 40 3 12 48 12 123 4 49 12 49 12 16 150 12 16
split_gain=10.9785 3.37008 2.06079 0.908511 0.66888 0.579418 0.499293 0.426894 0.24299 0.30408 0.299721 0.174289 0.147102 0.141061 0.119072 0.10062 0.0556946
threshold=0.31392000000000003 0.28833000000000003 -0.018084999999999997 0.17351000000000003 -1.0000000180025095e-35 0.091775000000000009 0.11697000000000002 0.088795000000000013 -0.032169999999999997 -0.0083799999999999986 0.056995000000000011 -1.0000000180025095e-35 0.092085000000000014 -0.095564999999999983 0.081245000000000026 -0.085124999999999992 -0.48652999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 -4 15 8 14 9 -6 11 -10 -12 -11 16 -1 -2
right_child=3 -3 4 -5 6 -7 -8 -9 10 13 12 -13 -14 -15 -16 -17 -18
leaf_value=0.0012682679669459239 0.00093340038960658313 0.00081807782972001845 0.0012984510787355794 0.00055598152894670446 0.0018880807967143545 0.00096379979746974431 0.0013639004657464793 0.00075938063458628904 0.0012785640330887993 0.0017630531198639888 0.0016302925770541807 0.0015422352273532921 0.0015338306493982293 0.0016243802536900762 0.0011980001593820948 0.0014591440069574469 0.0010786683962125284
leaf_weight=68 58 67 81 66 56 59 91 65 56 93 535 59 281 1119 59 63 72
leaf_count=68 58 67 81 66 56 59 91 65 56 93 535 59 281 1119 59 63 72
internal_value=0 0.00154975 0.00156888 0.000902121 0.00159543 0.00123738 0.00160591 0.000991924 0.00161591 0.00164625 0.00157455 0.00141415 0.00159712 0.00163505 0.00107171 0.00136033 0.00101413
internal_weight=0 2628 2561 320 2371 190 2290 254 2199 1268 931 115 816 1212 189 131 130
internal_count=2948 2628 2561 320 2371 190 2290 254 2199 1268 931 115 816 1212 189 131 130
is_linear=0
shrinkage=0.0032998


Tree=7980
num_leaves=29
num_cat=0
split_feature=1 1 2 12 15 2 15 2 1447 42 401 15 2 2 12 1 2 15 1 403 42 42 15 12 1 160 15 12
split_gain=6.43595 1.16827 1.05057 0.993121 0.761942 0.610043 0.395892 0.290361 0.226492 0.196707 0.232834 0.194928 0.174269 0.304411 0.286491 0.162754 0.152678 0.129007 0.127486 0.124071 0.108608 0.102007 0.0893711 0.0777071 0.0719643 0.0705424 0.0638449 0.0583837
threshold=0.11374000000000002 0.095920000000000019 0.14744000000000002 0.085845000000000019 -0.077474999999999988 0.123795 -1.0000000180025095e-35 0.089945000000000011 -0.059944999999999991 0.086245000000000002 0.083100000000000021 -0.10436999999999999 0.072175000000000017 0.082690000000000013 0.085380000000000011 0.10024500000000001 0.11917500000000002 -0.11532999999999999 0.13662500000000002 0.085340000000000013 0.0069650000000000016 0.087405000000000024 0.083865000000000009 0.095330000000000012 0.10638500000000002 0.088785000000000017 0.084985000000000019 0.089895000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 6 18 7 11 9 -9 12 21 -3 14 -14 -1 -5 -6 -10 20 22 -2 -11 -19 -17 -13 -15 -23 -16
right_child=2 3 -4 15 16 -7 -8 8 17 10 -12 24 13 25 27 23 -18 19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29
leaf_value=0.00067117091723102032 0.00036393025172620075 0.00062728960004541868 0.0001387683537304495 0.00072709518045044059 0.00078589035970918629 0.0005947133303420485 0.0007739126084752516 0.0010520767339500124 0.00097966361931003726 0.0007113669873784821 0.0010801004482469186 0.00029388103892272552 0.0012347131354305968 0.00098329845059128506 0.0010438543767999897 0.0010471354951405514 0.00056016810683761102 0.00077923862436555592 0.00026672585850298999 0.00097733969853573775 0.00054123897970208095 0.00093483033487851261 0.00087076755174420788 0.00087750074969666729 0.00046961213642790001 0.00085807553664433837 0.00083393715450843359 0.00088869923513007953
leaf_weight=54 82 55 99 54 95 71 65 60 66 53 56 52 53 557 57 53 52 388 60 54 73 119 180 79 53 59 198 60
leaf_count=54 82 55 99 54 95 71 65 60 66 53 56 52 53 557 57 53 52 388 60 54 73 119 180 79 53 59 198 60
internal_value=0 0.000865017 0.000440475 0.000703824 0.000522888 0.000896775 0.000555921 0.000907406 0.000855324 0.00093815 0.000879479 0.000467142 0.000967863 0.000992278 0.000872137 0.00088255 0.000706283 0.000838114 0.000397334 0.000823038 0.000447664 0.00084902 0.000808306 0.000945879 0.000382919 0.000971362 0.000871923 0.000964589
internal_weight=0 2496 461 411 362 2085 225 2014 748 1266 426 160 840 669 171 186 147 688 215 622 155 370 568 132 105 616 317 117
internal_count=2957 2496 461 411 362 2085 225 2014 748 1266 426 160 840 669 171 186 147 688 215 622 155 370 568 132 105 616 317 117
is_linear=0
shrinkage=0.0032998


Tree=7981
num_leaves=18
num_cat=0
split_feature=2 49 475 475 2 1429 52 2 1 16 13 2 12 16 13 16 157
split_gain=0.250845 0.215195 0.0983641 0.178288 0.116005 0.135498 0.101742 0.131076 0.120042 0.0969736 0.0962529 0.135458 0.069638 0.0589105 0.044011 0.0636912 0.0435015
threshold=0.13554000000000002 -0.22463499999999997 -0.085684999999999997 -0.090439999999999979 -0.16649999999999998 0.084920000000000009 0.13759500000000005 0.090485000000000024 0.089745000000000019 -0.0092499999999999978 -0.082084999999999977 0.087635000000000005 0.088365000000000013 0.27717500000000006 -0.11210999999999999 -0.085264999999999994 -0.077114999999999975
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 -4 6 7 9 -9 -6 12 -12 -8 -3 -2 -16 -7
right_child=14 2 4 -5 5 16 10 8 -10 -11 11 -13 -14 -15 15 -17 -18
leaf_value=0.016960143924129666 0.0038689486253167447 0.0019955913958379918 -0.0016374110479281578 0.017072592187892852 0.0068409453699671049 -0.0033687828073582309 0.0031534347184176892 0.0064747214477273692 0.0019453379674817053 0.010122146442155713 -0.0036105442649645341 0.0050332457236535611 0.011841372229009354 0.0099109891315686902 -0.0060213698891121818 0.0012956709296752978 0.0035142948888660314
leaf_weight=53 69 56 57 64 947 52 52 484 254 354 89 121 54 52 52 95 52
leaf_count=53 69 56 57 64 947 52 52 484 254 354 89 121 54 52 52 95 52
internal_value=0 0.00632173 0.0061113 0.0100196 0.00584341 0.00601754 0.00628007 0.00671647 0.00491826 0.00773514 0.00345852 0.00136137 0.00759631 0.00582334 0.00035618 -0.00128045 5.54812e-05
internal_weight=0 2741 2688 172 2516 2459 2355 2039 738 1301 316 210 106 108 216 147 104
internal_count=2957 2741 2688 172 2516 2459 2355 2039 738 1301 316 210 106 108 216 147 104
is_linear=0
shrinkage=0.16829


Tree=7982
num_leaves=16
num_cat=0
split_feature=33 34 475 51 4 51 51 132 10 12 481 0 15 4 12
split_gain=0.245734 0.238417 0.140536 0.17437 0.119118 0.138588 0.343096 0.107266 0.147818 0.140544 0.0946513 0.0877757 0.0849385 0.0779017 0.0745733
threshold=0.085370000000000015 -0.066379999999999981 -0.085684999999999997 -0.10183499999999999 -0.084854999999999986 0.11119000000000002 1.0000000180025095e-35 0.098870000000000027 -0.013164999999999998 0.093455000000000024 -0.089024999999999979 -0.077574999999999991 0.087225000000000011 -0.40515499999999993 0.12333000000000001
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 11 8 -6 -9 -10 12 -4 -13 -12
right_child=-2 2 4 -5 7 -7 -8 9 10 -11 14 13 -14 -15 -16
leaf_value=-0.004246840780584054 0.016158847362329441 0.0031946864509823833 0.0061830252898991255 0.014116162744535928 -0.0050172617884776264 -0.00077082426689617468 0.02009135544606248 0.015593108946918821 -0.0030087946418460329 0.0034440445091272628 0.0040495675419070232 0.0059183863358386931 0.013379156327713297 -0.002147846689029976 0.0098258533671240524
leaf_weight=82 54 71 170 101 52 57 58 52 52 57 1876 90 65 54 66
leaf_count=82 54 71 170 101 52 57 58 52 52 57 1876 90 65 54 66
internal_value=0 0.00468673 0.00494705 0.00961832 0.00464306 0.00700524 0.00802362 0.00410074 0.00382519 0.00925641 0.00405669 0.0061721 0.00818109 0.00288107 0.0042468
internal_weight=0 2903 2821 172 2649 494 437 2155 2046 109 1994 379 235 144 1942
internal_count=2957 2903 2821 172 2649 494 437 2155 2046 109 1994 379 235 144 1942
is_linear=0
shrinkage=0.16829


Tree=7983
num_leaves=17
num_cat=0
split_feature=33 2 15 0 2 150 484 49 51 1429 1 2 42 2 150 10
split_gain=0.169882 0.137119 0.233355 0.149025 0.11329 0.0852528 0.10641 0.151014 0.110685 0.100894 0.0974643 0.0928617 0.0856305 0.0718257 0.0546988 0.0429555
threshold=0.085370000000000015 0.13554000000000002 -0.050529999999999999 -0.062109999999999992 -0.0098549999999999974 0.10373000000000002 0.08618000000000002 -0.13138499999999997 0.11178000000000002 0.08401500000000002 0.081540000000000015 0.090485000000000024 0.087065000000000017 0.087750000000000009 0.12302 0.088340000000000016
decision_type=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 -6 11 12 -10 -9 13 -8 -7 -1
right_child=-2 2 -4 -5 5 14 9 8 10 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0023059071511565927 0.013439478575589574 0.00840898358636844 -0.0084297472650181303 -0.0022601555743461308 0.012747884397244804 0.010897490796863888 0.0095378249217562515 0.0056047067211546838 -0.0053022891938559876 -0.0056733918265509421 0.0041321089630679281 0.0032320112109043 -0.0027116694575293311 0.00092626986896824194 0.0041113852579924013 0.0033257287784503524
leaf_weight=98 54 81 67 68 63 94 58 1200 61 53 63 773 54 53 54 63
leaf_count=98 54 81 67 68 63 94 58 1200 61 53 63 773 54 53 54 63
internal_value=0 0.00389842 -0.000172944 0.00352779 0.00422637 0.00450227 0.00425683 0.00461462 0.00436942 0.000703531 -0.000494518 0.00467602 0.00276276 0.00544219 0.00843362 -9.10646e-05
internal_weight=0 2903 216 149 2687 2526 2378 2160 2097 218 124 1973 165 111 148 161
internal_count=2957 2903 216 149 2687 2526 2378 2160 2097 218 124 1973 165 111 148 161
is_linear=0
shrinkage=0.16829


Tree=7984
num_leaves=23
num_cat=0
split_feature=1 1 12 2 4 13 14 2 2 402 4 1 41 4 3 3 4 4 3 4 13 4
split_gain=13.5853 2.27047 1.63684 1.41919 1.45643 1.19782 0.907342 0.877572 0.598449 0.402674 0.397185 0.376693 0.277498 0.361925 0.531946 0.245965 0.223369 0.207588 0.2131 0.134411 0.118989 0.115076
threshold=0.11338500000000001 0.092845000000000025 0.085845000000000019 0.14744000000000002 0.41377500000000006 -1.0000000180025095e-35 0.073890000000000011 0.113445 0.13084500000000002 0.089220000000000008 -0.084704999999999989 0.13074500000000003 0.077915000000000012 -0.42305999999999994 0.08796000000000001 -0.062694999999999987 0.053925000000000008 -0.111135 -0.082879999999999995 -0.010909999999999998 -0.066209999999999991 -0.050244999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 4 7 19 8 15 9 12 -11 -6 13 -1 -15 -2 -7 -4 -19 -3 -12 -20
right_child=3 2 17 -5 11 16 -8 -9 -10 10 20 -13 -14 14 -16 -17 -18 18 21 -21 -22 -23
leaf_value=0.001424089205689497 0.0011606797015713468 0.00042899023140599281 0.001327991232675354 0.00020237682306836345 0.00058602522924457157 0.0011241542326374547 0.0015438220181918706 0.00058385772428494595 0.00085307853479394367 0.0015793105148742294 0.0013506001646955137 0.00027159815583230925 0.00095413974404350845 0.001198531539477666 0.00085640385065561826 0.00085106405158851363 0.00083673218568368042 0.00091170051775858686 0.0010663172837612348 0.00065318262060757215 0.0011616019389820156 0.0012549838627413828
leaf_weight=75 64 64 56 100 78 69 87 88 54 58 77 90 54 1449 52 52 54 52 75 56 78 75
leaf_count=75 64 64 56 100 78 69 87 88 54 58 77 90 54 1449 52 52 54 52 75 56 78 75
internal_value=0 0.00116271 0.00096388 0.000551877 0.000645734 0.000769092 0.0012129 0.000833278 0.00119771 0.00120779 0.001344 0.000417792 0.00118996 0.00119802 0.0011867 0.00102219 0.000998255 0.00114721 0.00109691 0.000533907 0.00125572 0.00116089
internal_weight=0 2485 501 472 372 243 1984 204 1897 1843 213 168 1630 1576 1501 116 123 258 202 120 155 150
internal_count=2957 2485 501 472 372 243 1984 204 1897 1843 213 168 1630 1576 1501 116 123 258 202 120 155 150
is_linear=0
shrinkage=0.0032998


Tree=7985
num_leaves=21
num_cat=0
split_feature=4 3 52 151 51 43 15 15 3 1 4 1 1375 3 3 1210 0 3 0 52
split_gain=0.212764 0.122208 0.0939661 0.0953533 0.0835428 0.0806535 0.0931007 0.116014 0.183265 0.090916 0.0745998 0.0732825 0.0697262 0.0827785 0.201363 0.0624175 0.0572427 0.091796 0.0429743 0.0355424
threshold=0.31392000000000003 0.28833000000000003 0.056265000000000009 -0.068254999999999996 0.17005500000000004 -0.082094999999999987 0.097415000000000015 1.0000000180025095e-35 -0.11749 0.076160000000000019 -0.03463999999999999 0.12895500000000001 -0.030214999999999995 -0.0037099999999999998 -0.044539999999999989 -0.084114999999999981 -0.033754999999999993 0.081495000000000012 -0.066574999999999981 0.08709500000000002
decision_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 6 7 8 -1 19 -10 -5 -7 14 15 -14 17 -15 -13 -9
right_child=2 -3 -4 11 -6 12 -8 9 10 -11 -12 18 13 16 -16 -17 -18 -19 -20 -21
leaf_value=-0.0068118780030842589 -0.006525533764916042 -0.0026156697795151704 0.0061870362853089318 0.0042951215116334429 0.011001437646357651 -0.00065005175062080652 -0.0022723151648848159 0.0077376582329924505 0.0096149214650699897 0.012889635917947694 0.0029197122913361983 -0.0053343169989663788 0.00089294604003351842 0.015550959475811268 -0.0028024711421436939 0.0058514716965815455 0.0043967939727664824 0.0073734204274185176 0.00127376843945754 0.0015492062934823762
leaf_weight=52 69 62 61 90 63 52 76 55 54 62 390 58 77 58 86 1306 74 123 53 52
leaf_count=52 69 62 61 90 63 52 76 55 54 62 390 58 77 58 86 1306 74 123 53 52
internal_value=0 0.00474882 0.000217002 -0.00112513 0.00492649 0.00477372 0.00329266 0.00393136 0.00262838 0.00774486 0.00373804 0.000719802 0.00539066 0.0055739 0.00508493 0.0055767 0.0083837 0.0100038 -0.00216292 0.00474698
internal_weight=0 2642 331 270 2580 2517 741 665 496 169 444 201 1776 1724 1469 1383 255 181 111 107
internal_count=2973 2642 331 270 2580 2517 741 665 496 169 444 201 1776 1724 1469 1383 255 181 111 107
is_linear=0
shrinkage=0.16829


Tree=7986
num_leaves=30
num_cat=0
split_feature=1 12 12 403 3 12 376 402 12 483 1213 1 42 16 15 15 1 1 16 16 42 1 16 403 402 15 42 15 42
split_gain=0.126848 0.156102 0.126471 0.115974 0.112577 0.098447 0.0981572 0.111017 0.0958491 0.0817632 0.0803323 0.151767 0.0897458 0.079775 0.0772663 0.0762646 0.0715238 0.0651056 0.0649274 0.0568185 0.0563182 0.0426804 0.0422889 0.0513426 0.0548634 0.0356407 0.0315252 0.0309272 0.0802237
threshold=0.087055000000000007 0.083785000000000012 0.090995000000000006 -1.0000000180025095e-35 -0.07934999999999999 0.084130000000000024 0.08672500000000001 0.0038750000000000004 0.093455000000000024 0.085895000000000013 0.023610000000000003 0.077375000000000013 0.088485000000000022 -0.082119999999999985 -0.016999999999999998 -0.013439999999999999 0.137215 0.11319000000000001 -0.0093249999999999982 -0.055004999999999991 -0.015624999999999998 0.10210500000000002 -0.096659999999999982 0.086000000000000007 -0.17341499999999996 -0.09416999999999999 -0.011964999999999998 0.033605000000000003 0.086000000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 18 -3 7 9 -4 16 11 22 20 -10 -6 -15 17 19 -5 -2 -12 -17 27 24 -24 -19 -25 28 -7
right_child=2 5 8 4 14 10 -8 -9 13 -11 12 -13 -14 15 -16 21 -18 25 -20 -21 -22 -23 23 26 -26 -27 -28 -29 -30
leaf_value=0.015144682117034234 0.0039374008631426856 -0.0026747067160298363 0.0090418261466970462 0.0062554444617100736 0.0058893386668448814 -0.00087987542551029216 -0.005882571600435366 -0.0053661576777663169 -0.0010347068094860401 0.0082352254950327879 0.0075200762711177616 -0.0035806752076688016 0.012617213849747807 0.00091944786427132085 0.013547818823863573 0.0044954694308162631 0.0063231978340282102 -0.00010157705326989959 -0.0019441404045251018 -0.00015369160138756197 0.00044364036912423061 0.0099683844348944905 0.0091573601784477078 0.010651359038491365 0.003569712046602635 -0.0056759378182231089 0.0052297182636002861 -0.0016036800107594052 0.0074348637032919974
leaf_weight=52 194 65 100 56 84 68 56 62 95 56 82 80 60 100 69 98 76 81 53 189 53 71 54 56 718 55 71 56 63
leaf_count=52 194 65 100 56 84 68 56 62 95 56 82 80 60 100 69 98 76 81 53 189 53 71 54 56 718 55 71 56 63
internal_value=0 0.0044575 0.00222235 0.00785951 0.00640674 0.00370713 0.00089548 0.00143036 0.00441753 0.0020804 0.00401324 0.00348151 0.00718351 0.00314219 0.00935491 0.00462398 0.00149811 0.000788081 0.00225201 0.00191387 0.00475523 0.00680537 0.0040034 0.00448357 0.00396289 -0.00236912 0.00763451 0.00168538 0.0031051
internal_weight=0 1740 1233 314 262 1426 769 713 464 651 1361 1166 195 364 153 269 595 519 109 383 135 169 1086 899 772 136 127 187 131
internal_count=2973 1740 1233 314 262 1426 769 713 464 651 1361 1166 195 364 153 269 595 519 109 383 135 169 1086 899 772 136 127 187 131
is_linear=0
shrinkage=0.16829


Tree=7987
num_leaves=30
num_cat=0
split_feature=1 1 12 52 2 15 12 11 150 1 16 3 2 12 3 12 1 1456 2 12 2 12 11 1 12 0 52 15 52
split_gain=7.6051 1.11811 1.52725 0.950712 0.610847 0.639665 0.301421 0.412801 0.259894 0.2461 0.172021 0.171149 0.190724 0.159471 0.156725 0.142527 0.1199 0.115705 0.116866 0.150941 0.115277 0.102481 0.0945146 0.0862576 0.070641 0.111356 0.0563968 0.0325171 0.0283896
threshold=0.11374000000000002 0.089895000000000017 0.088965000000000002 -0.23682999999999996 0.14744000000000002 -0.074729999999999977 0.090285000000000018 1.0000000180025095e-35 1.0000000180025095e-35 0.12895500000000001 -0.090614999999999987 -0.069909999999999986 0.086665000000000006 -1.0000000180025095e-35 -0.095789999999999986 0.10344500000000002 0.091845000000000024 -0.090374999999999997 0.084095000000000017 0.083865000000000009 0.090215000000000004 0.10793500000000002 0.08184000000000001 0.084885000000000002 0.10331000000000001 -0.077714999999999992 -0.012769999999999998 -0.42075999999999997 0.0062600000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 8 -2 5 9 7 14 13 27 -10 12 -8 -3 -1 16 -4 -16 19 -19 -14 -13 28 -20 25 -22 -15 -5 -18
right_child=3 2 15 4 -6 -7 11 -9 10 -11 -12 21 20 26 17 -17 22 18 23 -21 24 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00081434660850834525 0.00083846463191291048 0.00054400993476084634 0.00080765980254404745 0.00050540031031535938 0.00014066597106501277 0.00066201282285787615 0.000716599492593984 0.0012081685983371222 0.00061581050719628275 0.00021354614108058374 0.00036369986919841359 0.00065031323954405475 0.001034466513508323 0.0008275161911842641 0.00083040759358135596 0.00076666641582936708 0.0008998201743487986 0.0011805647107463212 0.00095629310031378819 0.00098260637920160872 0.00084280643370430845 0.00083657667342692404 0.0010997513244187661 0.00081220487202004858 0.00079746809856147492 0.00097611478688641414 0.00067518541578940868 0.0003842164178169335 0.00099529683293000937
leaf_weight=95 53 64 53 53 98 97 56 70 55 96 66 52 87 58 77 56 90 59 710 170 124 96 62 52 68 171 57 52 76
leaf_count=95 53 64 53 53 98 97 56 70 55 96 66 52 87 58 77 56 90 59 710 170 124 96 62 52 68 171 57 52 76
internal_value=0 0.00088915 0.000769292 0.000422898 0.00036719 0.000441567 0.000929592 0.000960249 0.000597709 0.000335007 0.000478587 0.000871741 0.000901029 0.000678037 0.000945296 0.000921932 0.00095275 0.000956911 0.000966705 0.00103376 0.000923902 0.000771371 0.000986322 0.000946507 0.000897306 0.0009202 0.000752319 0.000445721 0.000943745
internal_weight=0 2524 637 449 396 298 1887 1233 300 201 121 654 506 179 1163 337 281 1068 991 229 450 148 228 762 363 295 115 105 166
internal_count=2973 2524 637 449 396 298 1887 1233 300 201 121 654 506 179 1163 337 281 1068 991 229 450 148 228 762 363 295 115 105 166
is_linear=0
shrinkage=0.0032998


Tree=7988
num_leaves=21
num_cat=0
split_feature=4 3 159 482 0 2 3 1 3 1 2 0 2 3 150 4 4 3 39 4
split_gain=0.139952 0.0780861 0.0715418 0.0796814 0.067467 0.175542 0.117145 0.113806 0.0897355 0.178655 0.148208 0.0911783 0.109322 0.0548387 0.0484413 0.0981899 0.0431449 0.032005 0.059079 0.0287101
threshold=0.31392000000000003 0.28833000000000003 -0.26504999999999995 0.088055000000000008 -0.097774999999999987 0.083185000000000023 -0.12077499999999998 0.087225000000000011 -0.095789999999999986 0.081720000000000015 0.087925000000000017 -0.085604999999999987 -0.0050599999999999994 -0.079459999999999989 0.081245000000000026 0.50027500000000014 -0.17568999999999999 -0.021559999999999996 0.089285000000000017 -0.015104999999999999
decision_type=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 -4 -7 -8 9 10 -6 13 -13 -10 15 -2 -11 -17 -19 -1
right_child=14 -3 3 -5 8 6 7 -9 11 16 -12 12 -14 -15 -16 17 -18 18 -20 -21
leaf_value=0.0095544188686952098 -0.006376087902697827 -0.001912417290706663 0.012494173107330867 -0.0013233446612741153 -0.01016818371859865 0.01126305021644906 0.0053690465540186996 -0.0015427330674412704 0.0030891568194917909 0.0087277539813283983 0.00067569733318040672 -0.0021529376575561881 0.0053266859335343742 -0.0013253372612066611 0.0038737027362677019 0.0043388144598215947 0.0023607577541752845 0.0027491977897492691 -0.00471374148838295 0.0049270952079832047
leaf_weight=91 67 62 92 80 52 56 184 106 383 65 113 58 1073 100 81 60 58 71 52 69
leaf_count=91 67 62 92 80 52 56 184 106 383 65 113 58 1073 100 81 60 58 71 52 69
internal_value=0 0.00396974 0.00411179 0.0038824 0.00406114 0.00595061 0.00420551 0.00283648 0.00362508 0.000880669 -0.00273088 0.00411368 0.00494153 0.00217146 0.000292989 -0.000859976 0.00574004 0.00114977 -0.00039126 0.00757011
internal_weight=0 2642 2580 2420 2340 438 346 290 1902 288 165 1614 1131 483 331 250 123 183 123 160
internal_count=2973 2642 2580 2420 2340 438 346 290 1902 288 165 1614 1131 483 331 250 123 183 123 160
is_linear=0
shrinkage=0.16829


Tree=7989
num_leaves=28
num_cat=0
split_feature=4 3 1 1 14 3 43 376 3 52 4 43 1 49 1447 133 3 3 52 157 3 4 52 133 151 133 1
split_gain=19.984 5.91402 2.58511 1.29572 0.893455 0.845754 1.00075 0.542878 0.439053 0.648575 0.485861 0.242637 0.221191 0.202668 0.223055 0.222061 0.188413 0.183431 0.141629 0.132748 0.130116 0.161128 0.125233 0.110829 0.0761986 0.0389415 0.0250458
threshold=0.31392000000000003 -0.06533499999999999 0.10378000000000001 0.12895500000000001 0.073890000000000011 0.28833000000000003 -0.034774999999999993 0.076485000000000011 -0.10175499999999998 -0.10012499999999998 0.0060300000000000015 -1.0000000180025095e-35 0.077845000000000011 -0.0065649999999999988 -0.084204999999999988 -0.07248499999999998 -0.0024599999999999995 -0.0013299999999999998 0.0030150000000000008 -0.082454999999999987 0.085090000000000013 -0.22295999999999996 -0.072144999999999987 -1.0000000180025095e-35 -0.083939999999999987 0.08517000000000001 0.11239500000000001
decision_type=2 2 2 2 2 2 2 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 11 8 6 -4 16 9 -1 13 -2 -11 19 -15 -16 23 -5 22 -10 -18 -22 -12 -3 -21 -20 -13
right_child=3 2 5 17 -6 -7 -8 -9 10 12 18 26 -14 14 15 -17 20 -19 25 24 21 -23 -24 -25 -26 -27 -28
leaf_value=0.0011433496816965101 0.00016392860467528771 0.00093581395891762864 0.00031582382755106366 4.7955045175694393e-05 0.0014265981474670235 7.4304543162223205e-05 0.00083697177394535121 0.00054365154672926541 0.0011227381846766952 0.00091037082411033344 0.00096884964254045707 0.00046069672494830752 0.00065792069273066763 0.0012832248468579272 0.0011875396086066759 0.0010798547886455981 0.0010891580064633271 -0.00019153153639728452 0.00097081797803514995 0.00083408287340666957 0.0010479565606673182 0.00082464288157964359 0.00076938741731225643 0.00074638092986760646 0.0010089659436544635 0.0011065329380176019 0.00035537368672355191
leaf_weight=98 73 55 93 55 76 57 71 52 65 88 77 57 69 87 288 852 69 94 55 52 60 93 67 98 67 53 52
leaf_count=98 73 55 93 55 76 57 71 52 65 88 77 57 69 87 288 852 69 94 55 52 60 93 67 98 67 53 52
internal_value=0 0.000985323 0.000711296 0.000125106 0.00107436 0.000421278 0.000541658 0.000861317 0.00106038 0.000931874 0.00108006 0.000311958 0.000799646 0.00110405 0.00111961 0.00110709 0.000905272 -0.000102894 0.000945624 0.00100012 0.00096753 0.000912447 0.000876289 0.000814708 0.000932843 0.00103775 0.000410774
internal_weight=0 2642 648 331 1994 221 164 427 1918 255 1663 182 157 1411 1227 1140 375 149 252 184 222 153 144 153 119 108 109
internal_count=2973 2642 648 331 1994 221 164 427 1918 255 1663 182 157 1411 1227 1140 375 149 252 184 222 153 144 153 119 108 109
is_linear=0
shrinkage=0.0032998


Tree=7990
num_leaves=30
num_cat=0
split_feature=1 1 12 4 12 1 4 2 12 47 12 43 2 475 0 12 49 158 12 156 4 157 2 402 42 2 52 12 4
split_gain=13.6432 1.76482 1.6379 1.69423 1.0872 0.782199 0.427727 0.388078 0.372488 0.297526 0.295301 0.253521 0.226954 0.218775 0.190313 0.185585 0.158964 0.192105 0.116441 0.11439 0.111877 0.181146 0.0928456 0.113248 0.0813604 0.0670132 0.0603494 0.0488139 0.00307811
threshold=0.11156000000000001 0.13662500000000002 0.056995000000000011 -0.17568999999999999 0.088325000000000015 0.093575000000000019 0.058025000000000007 0.16730000000000003 -0.038859999999999992 0.08593000000000002 -0.0066799999999999993 -0.079409999999999994 0.10433000000000002 -0.078224999999999975 -0.083914999999999976 0.11431500000000001 -0.011165 0.080045000000000019 0.088795000000000013 0.086995000000000017 -0.021269999999999997 -0.079269999999999993 0.097605000000000011 0.085495000000000015 0.08845500000000002 0.13270000000000001 0.042815000000000006 0.10134500000000002 0.40736500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 11 10 13 8 -3 -6 -5 -2 -7 19 16 22 -15 24 -8 20 -4 -22 23 -16 -18 28 -20 -24 -13
right_child=1 7 6 5 9 12 18 -9 -10 -11 -12 25 -14 14 15 -17 17 -19 26 -21 21 -23 27 -25 -26 -27 -28 -29 -30
leaf_value=0.0012642353336886844 0.00021924756286465264 7.4110395620588298e-05 0.0013497241684788028 0.0010150676465014458 0.00063970208927017342 0.00070008773507197102 0.0010449156424351647 -8.4286853465707475e-05 0.00045802464764401889 0.0009757489519800122 0.00075641000505963891 0.00055949571964221 0.00045904117762469928 0.0009434800576680225 0.0010057258253469033 0.00084977451674997351 0.0010740862703008537 0.001285644925696415 0.00081705044547823356 0.0010732293842070245 0.0012846775132999083 0.0010155448674117106 0.0011583973929912177 0.001128216741856221 0.0011725686223447611 0.00038629968827496095 0.00096095257611143996 0.0010337145399504752 0.00050745012054912244
leaf_weight=84 53 59 53 99 56 88 60 55 52 61 97 52 85 62 560 60 376 72 97 97 61 53 110 103 135 53 54 61 53
leaf_count=84 53 59 53 99 56 88 60 55 52 61 97 52 85 62 560 60 376 72 97 97 61 53 110 103 135 53 54 61 53
internal_value=0 0.000419417 0.00102033 0.000840676 0.000559765 0.000744161 0.00106072 0.000141892 0.000254279 0.000815207 0.000887238 0.000417954 0.000581858 0.00107729 0.00106197 0.00103022 0.00110592 0.00112314 0.000919008 0.00116641 0.00122033 0.00115986 0.00104316 0.00102481 0.00110017 0.000484386 0.000868745 0.00111413 0.000533561
internal_weight=0 494 2467 453 328 369 2014 166 111 117 196 211 173 1803 1539 894 645 583 211 264 167 114 834 663 511 158 151 171 105
internal_count=2961 494 2467 453 328 369 2014 166 111 117 196 211 173 1803 1539 894 645 583 211 264 167 114 834 663 511 158 151 171 105
is_linear=0
shrinkage=0.0032998


Tree=7991
num_leaves=27
num_cat=0
split_feature=4 3 48 14 3 12 376 49 42 15 3 4 3 15 4 12 4 1446 15 3 4 15 4 4 51 40
split_gain=4.88806 1.87637 0.933955 0.823795 0.589363 0.46664 0.464718 0.345588 0.309026 0.245029 0.338394 0.189647 0.235882 0.185593 0.438972 0.222845 0.174897 0.121396 0.106891 0.0642828 0.062496 0.0623585 0.0775577 0.050128 0.042777 0.0416517
threshold=0.31392000000000003 -0.066229999999999997 0.10145000000000001 -0.45687499999999998 0.11995000000000001 -0.053404999999999987 0.076485000000000011 -0.080264999999999989 0.11573500000000002 0.062230000000000008 -0.11749 -0.081579999999999986 0.086845000000000019 -0.0062949999999999994 -0.17568999999999999 0.087545000000000026 0.054720000000000012 0.083735000000000018 -0.094839999999999994 0.11500500000000001 0.066300000000000012 0.084270000000000012 -0.088304999999999981 -0.015539999999999998 -0.084304999999999977 -0.066629999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -2 6 25 8 -1 11 13 -11 -3 -13 15 -15 23 18 21 -17 -7 -18 -12 -23 -9 -25 -5
right_child=3 2 -4 5 -6 19 -8 9 -10 10 17 12 -14 14 -16 16 20 -19 -20 -21 -22 22 -24 24 -26 -27
leaf_value=0.00061677383168518831 0.0006581416669078704 0.0009391557079471704 0.00030526887141472231 0.00013460182570071641 0.00039513000594319753 0.00040471749220445631 0.00048173972077047408 0.00077502202390144592 0.00051407732501394083 0.0010763021523593496 0.0009119503589062138 0.00079413634283447118 0.00055620796189269448 0.00082691303624806995 0.00047504348206537511 0.00090522487612824205 0.00057228042765772986 0.0009510418380378221 0.00076217660865969831 0.00026029877350672699 0.00071568184994198021 0.00069337446505063805 0.00082146735607201116 0.00097002193494480696 0.00086353867971282461 2.4464579488009414e-06
leaf_weight=103 64 69 99 53 83 101 90 52 55 69 80 215 59 88 70 78 60 91 253 53 86 60 653 66 159 52
leaf_count=103 64 69 99 53 83 101 90 52 55 69 80 215 59 88 70 78 60 91 253 53 86 60 653 66 159 52
internal_value=0 0.000752854 0.000601816 0.000322586 0.00065317 0.000239533 0.000696986 0.000804257 0.000745571 0.000814592 0.00085197 0.000782588 0.000743032 0.000775496 0.000671244 0.000797295 0.000753521 0.00083442 0.000795992 0.000355244 0.000656991 0.000820993 0.000810738 0.000872548 0.00089493 6.9489e-05
internal_weight=0 2638 670 323 571 259 488 1968 398 1865 953 343 274 912 158 754 477 884 331 154 146 793 713 277 225 105
internal_count=2961 2638 670 323 571 259 488 1968 398 1865 953 343 274 912 158 754 477 884 331 154 146 793 713 277 225 105
is_linear=0
shrinkage=0.0032998


Tree=7992
num_leaves=23
num_cat=0
split_feature=4 51 4 16 48 14 13 1 51 3 16 1 51 51 16 13 160 4 1 1 13 3
split_gain=0.349757 0.187924 0.119734 0.131994 0.189281 0.122383 0.251417 0.115404 0.106776 0.105588 0.0974724 0.0842021 0.116405 0.0867557 0.0709294 0.108538 0.0639964 0.0632937 0.0611237 0.0563762 0.0509037 0.0427886
threshold=0.62720500000000012 0.22855500000000004 0.058025000000000007 -0.42170999999999997 -0.072384999999999991 -0.45687499999999998 1.0000000180025095e-35 0.11690500000000002 0.078960000000000016 -0.090264999999999998 -0.14463999999999996 0.10404000000000001 -0.10328999999999998 -0.091149999999999981 -0.53592999999999991 -0.018299999999999997 -0.043349999999999993 -0.036839999999999991 0.091095000000000023 0.12864500000000004 -0.071564999999999976 -0.076914999999999997
decision_type=2 2 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 -5 10 8 11 -10 -7 12 17 -14 -6 21 -11 -1 -18 -9 -12 -16
right_child=-2 -3 3 5 14 6 -8 19 9 16 20 -13 13 -15 15 -17 18 -19 -20 -21 -22 -23
leaf_value=0.0082726173691353988 -0.0086167537521517432 -0.0046513500817752466 -0.0030711922185683565 0.0073603309234280849 0.01281720599556338 0.0063469311652718232 -0.010771250087316815 -0.0034605521459303941 -0.0023542390110623946 0.0089497033878985499 -0.0048869835030303102 0.0019438159630452161 -9.6323683213833536e-05 0.0067348709152287656 -0.00045490918937464496 0.012098936416156779 0.0001317054618649154 0.015051963896843035 0.0068378665656319039 0.0042987665532735501 0.0023420584179021657 0.0061908960265220497
leaf_weight=91 53 54 54 65 63 84 56 52 72 78 55 102 54 1524 52 57 90 71 68 54 55 57
leaf_count=91 53 54 54 65 63 84 56 52 72 78 55 102 54 1524 52 57 90 71 68 54 55 57
internal_value=0 0.00516603 0.00535241 0.0032286 0.00586751 0.000852073 -0.000832888 0.00591457 0.0061819 0.00327012 0.00202666 0.00666781 0.0069437 0.00649997 0.00798317 0.00613774 0.00499364 0.0112549 0.00302927 0.000475359 -0.00125613 0.00300394
internal_weight=0 2908 2854 598 283 315 250 2256 2150 308 194 1842 1740 1578 229 166 236 162 158 106 110 109
internal_count=2961 2908 2854 598 283 315 250 2256 2150 308 194 1842 1740 1578 229 166 236 162 158 106 110 109
is_linear=0
shrinkage=0.16829


Tree=7993
num_leaves=19
num_cat=0
split_feature=2 124 13 40 1429 484 12 12 12 13 2 2 13 13 133 2 13 13
split_gain=0.288695 0.0995743 0.126934 0.0970685 0.0874373 0.105622 0.0823067 0.170102 0.125551 0.114593 0.112474 0.0744614 0.0607202 0.205986 0.0553889 0.0433432 0.0344469 0.0157445
threshold=0.13501500000000002 -0.076164999999999983 -0.0094049999999999984 -0.075659999999999991 0.086295000000000011 0.046035000000000006 0.092395000000000019 0.092900000000000024 0.091290000000000024 -0.16392499999999996 0.10384 0.17730000000000004 0.025450000000000004 0.069860000000000019 0.08517000000000001 0.15000000000000002 -0.046389999999999994 -0.062109999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 -3 6 -6 8 -8 9 -5 -11 15 16 -14 -1 17 -9 -2
right_child=11 3 -4 4 5 -7 7 12 -10 10 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=0.00063581495994636898 -0.0038356243642370725 0.012068305049189508 -0.0048927625649527713 -0.0033043842453232366 0.0047213472454042905 0.013843282788944337 0.015107081832699399 0.0052947490538053973 -0.0019756337698697314 0.0049935499832710331 0.00040465619880580546 -0.0067375865478635152 -0.0063841531167521505 0.0058164704506735799 0.0076185725122692241 0.004000403005498465 0.0084123508676637194 0.00021732564622794779
leaf_weight=67 54 52 69 56 84 64 53 346 101 1254 173 61 52 158 63 55 146 53
leaf_count=67 54 52 69 56 84 64 53 346 101 1254 173 61 52 158 63 55 146 53
internal_value=0 0.00456577 0.000929493 0.00485007 0.00469842 0.00867811 0.00444584 0.005896 0.00375349 0.00414489 0.00443848 -0.00172547 0.00519802 0.00278681 0.00403359 0.00015072 0.00622354 -0.0018113
internal_weight=0 2738 199 2539 2487 148 2339 755 1584 1483 1427 223 702 210 130 162 492 107
internal_count=2961 2738 199 2539 2487 148 2339 755 1584 1483 1427 223 702 210 130 162 492 107
is_linear=0
shrinkage=0.16829


Tree=7994
num_leaves=23
num_cat=0
split_feature=1 3 49 1 14 2 2 49 10 43 2 155 1 15 4 3 1453 3 4 43 15 4
split_gain=10.3307 1.12689 1.08479 0.905595 0.737527 0.691489 0.566222 0.51854 0.432463 0.297397 0.324525 0.205411 0.534088 0.171698 0.205021 0.155634 0.109869 0.109764 0.105561 0.0693401 0.0690695 0.0226538
threshold=0.10921500000000002 -0.057749999999999989 -0.021474999999999998 0.085780000000000009 0.064610000000000015 0.11504500000000002 0.092155000000000015 -0.070754999999999985 -0.014199999999999999 -0.051239999999999987 0.13501500000000002 0.11843500000000001 0.088470000000000007 -0.11124499999999998 0.018150000000000003 0.0012800000000000001 -1.0000000180025095e-35 -0.12077499999999998 -0.089119999999999991 -0.083134999999999987 -0.013439999999999999 0.2623950000000001
decision_type=2 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 20 6 -2 15 -5 -3 19 21 12 13 -8 -15 16 -4 -18 -19 -10 -1 -11
right_child=1 8 4 7 -6 -7 11 -9 9 10 -12 -13 -14 14 -16 -17 17 18 -20 -21 -22 -23
leaf_value=0.0010125353467035274 0.00082985197726185645 7.1613973478487687e-05 0.0011510956851704126 0.00074579271728288012 0.0012781828150482543 0.00040166377967158616 0.0010858984745863855 0.00036829415949830082 0.00033039988919813791 0.00063059666721241605 0.00030677436004643483 0.001080835533824226 0.00061416431446685896 0.00092701589452655309 0.00078002611881132923 0.00081875402066905879 0.00085154206159421242 0.0011367461065303829 0.00099872157354604176 0.00016355918974444072 0.00085517602480070156 0.00052782609001413353
leaf_weight=91 103 58 58 101 83 69 52 66 55 56 84 54 81 358 151 52 55 68 1105 56 52 53
leaf_count=91 103 58 58 101 83 69 52 66 55 56 84 54 81 358 151 52 55 68 1105 56 52 53
internal_value=0 0.000438162 0.000945249 0.000762413 0.000972006 0.000658284 0.000959494 0.000596813 0.000333476 0.000383321 0.000461802 0.000882724 0.000866005 0.000902304 0.000883479 0.000999403 0.00100668 0.00099983 0.00100675 0.000246545 0.00095556 0.000580949
internal_weight=0 534 2427 310 2117 172 2034 167 362 304 193 696 642 561 509 1338 1286 1228 1173 111 143 109
internal_count=2961 534 2427 310 2117 172 2034 167 362 304 193 696 642 561 509 1338 1286 1228 1173 111 143 109
is_linear=0
shrinkage=0.0032998


Tree=7995
num_leaves=24
num_cat=0
split_feature=1 15 15 15 0 16 0 15 15 16 4 483 0 16 0 42 1208 16 43 52 4 47 3
split_gain=0.327933 0.142902 0.137818 0.11603 0.152878 0.224406 0.160403 0.098321 0.0891143 0.0840037 0.106761 0.0794547 0.0768173 0.074473 0.0828049 0.115532 0.0750648 0.066387 0.0610248 0.0426903 0.0881252 0.0349085 0.0249563
threshold=0.10749500000000002 0.14927500000000002 1.0000000180025095e-35 -0.15097999999999998 -0.10594499999999998 -0.20132999999999998 -0.14797999999999997 -0.2987999999999999 -0.43587999999999999 -0.11082499999999999 0.066300000000000012 0.087755000000000014 -0.10462499999999998 -0.094469999999999985 -0.084154999999999994 0.085790000000000019 0.10128000000000001 -0.50790499999999994 -0.065749999999999989 -0.052874999999999991 0.25759000000000004 0.080860000000000015 0.081495000000000012
decision_type=2 2 2 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 12 5 17 22 8 11 10 -6 -2 -1 -11 15 -15 -16 -5 21 -20 -21 -9 -7
right_child=2 -3 -4 4 9 6 -8 18 -10 13 -12 -13 -14 14 16 -17 -18 -19 19 20 -22 -23 -24
leaf_value=0.014957752700191557 0.0040684134309622545 -0.0036656897194588017 -0.0057016455751498227 0.0023118094388050164 0.012620594967732825 0.0033379378967762748 -0.010497371132579805 -0.0022901382894843156 -0.0069340266461164427 -0.00089661115032020513 0.0031931606906519436 -0.0041556100489163255 0.0061060083665878681 0.0053093137695562724 0.004240878921742487 0.010418470163321007 0.010750464156238912 0.010404427909513826 0.0097176293846149304 -0.00096697216367169444 0.008534752095892854 0.0033208380321706732 -0.0017457673007744304
leaf_weight=56 89 52 85 52 98 56 52 56 56 55 53 53 57 373 1096 191 53 66 53 54 56 71 53
leaf_count=56 89 52 85 52 98 56 52 56 56 55 53 53 57 373 1096 191 53 66 53 54 56 71 53
internal_value=0 0.00503855 0.000547293 0.00523519 0.00496326 0.00127399 -0.00280413 0.00163942 -0.00124477 0.0054987 0.00932353 0.000986231 0.0105086 0.00517102 0.00536688 0.00704273 0.00454271 0.00685341 0.00361481 0.00577156 0.00385394 0.00083256 0.000849562
internal_weight=0 2363 573 2311 2198 279 161 488 198 1919 151 142 113 1768 1713 564 1149 118 290 163 110 127 109
internal_count=2936 2363 573 2311 2198 279 161 488 198 1919 151 142 113 1768 1713 564 1149 118 290 163 110 127 109
is_linear=0
shrinkage=0.16829


Tree=7996
num_leaves=28
num_cat=0
split_feature=3 2 2 2 2 16 3 12 0 16 3 0 42 2 16 16 12 0 11 475 0 48 2 3 16 2 42
split_gain=16.1339 4.31757 3.58571 2.42149 1.62039 0.910758 0.814985 0.806079 0.77541 0.740027 0.608157 0.55917 0.477872 0.422412 0.406817 0.330411 0.316182 0.292272 0.291596 0.289426 0.278149 0.260169 0.245032 0.167389 0.156936 0.102718 0.0523731
threshold=-0.057749999999999989 0.11917500000000002 0.078775000000000012 0.11366500000000002 0.10384 -0.33811499999999994 0.28833000000000003 0.092755000000000018 -0.12851999999999997 0.3935300000000001 -0.10115999999999999 -0.068669999999999995 0.10077000000000001 0.10085000000000001 -0.39761999999999992 -0.14792499999999997 -1.0000000180025095e-35 -0.066574999999999981 0.07585500000000002 -0.086299999999999988 -0.064509999999999984 0.083305000000000004 0.099655000000000007 -0.10859999999999999 -0.17773999999999998 0.097005000000000022 -0.048914999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 7 16 -2 14 12 -6 10 -5 -7 13 18 -3 -9 -4 23 19 -1 -16 -18 -19 -17 -21 26 -25
right_child=1 6 4 9 8 11 -8 15 -10 -11 -12 -13 -14 -15 20 17 21 22 -20 24 -22 -23 -24 25 -26 -27 -28
leaf_value=0.00083196976813433685 -0.00011934532254357845 -1.1330942909524128e-05 0.00077260728367187768 0.00024991715983706188 0.00033947911468825911 0.00063788486770113091 -0.00022103596776158483 0.00066943312598668103 0.0008245499245981881 0.00093397370842373184 0.00072196498276212208 0.00020124395967339786 0.0013636740918671533 0.00083284165710516115 0.00015103951389589291 0.0011557318291176525 0.0011359796347392484 0.00066817557615251265 0.0012985057703499728 0.00089170843498689487 0.00047267338929590428 0.00086057855806652927 0.00095132339025059834 0.0010674666724537223 0.0010817400816192752 0.00086143701524031319 0.00096319026312690085
leaf_weight=59 57 64 75 64 98 54 69 52 57 55 56 79 58 88 58 59 103 67 60 52 60 61 69 84 993 88 197
leaf_count=59 57 64 75 64 98 54 69 52 57 55 56 79 58 88 58 59 103 67 60 52 60 61 69 84 993 88 197
internal_value=0 0.0004462 0.000601768 0.000988514 0.00078136 0.000229165 8.40988e-05 0.00102231 0.000518087 0.000616364 0.0004705 0.000378792 0.00106877 0.00105508 0.000199975 0.000923444 0.000951955 0.000946801 0.00107185 0.0010595 0.000314881 0.00103376 0.000812091 0.000989523 0.00107232 0.000962853 0.000994487
internal_weight=0 835 584 2101 394 190 251 1926 155 175 120 133 1310 1252 182 616 239 564 1164 1104 118 164 136 428 1045 369 281
internal_count=2936 835 584 2101 394 190 251 1926 155 175 120 133 1310 1252 182 616 239 564 1164 1104 118 164 136 428 1045 369 281
is_linear=0
shrinkage=0.0032998


Tree=7997
num_leaves=25
num_cat=0
split_feature=1 49 49 4 0 0 0 160 0 403 49 49 484 0 0 160 4 0 48 4 49 43 4 3
split_gain=0.303216 0.108385 0.0864176 0.0822043 0.0971186 0.0961479 0.0764755 0.092473 0.115584 0.0699955 0.0776053 0.112729 0.0842152 0.0926246 0.282622 0.0900768 0.0999472 0.0819139 0.0753297 0.0708205 0.0636074 0.0624748 0.076974 0.0228809
threshold=0.10749500000000002 -0.14917999999999998 -0.07929499999999999 0.51292000000000015 -0.033754999999999993 -0.087404999999999997 -0.062109999999999992 -0.065814999999999999 -0.16423499999999996 -0.5407249999999999 0.084620000000000015 0.092640000000000014 0.090705000000000008 -0.10594499999999998 -0.14164999999999997 -0.23370999999999997 -0.049994999999999991 -0.090809999999999988 0.091545000000000015 0.008570000000000003 -0.045154999999999994 -0.082689999999999986 0.056815000000000011 -0.0088549999999999983
decision_type=2 2 2 2 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 -5 7 -4 -9 -3 12 17 13 14 20 16 -15 -12 21 -17 -11 -13 -23 -10
right_child=2 9 3 5 -6 -7 -8 8 23 10 11 18 -14 15 -16 19 -18 -19 -20 -21 -22 22 -24 -25
leaf_value=-0.0025710572689535052 -0.0050618932091058494 0.010148758028536115 -0.003565351599964428 0.0022709936652767874 0.0076015627279057956 -0.0071626180338251215 -0.0036683039904076196 -0.0017899453859293569 0.0099244206378699806 0.00067988089662905041 0.0070679974477702006 0.0080121057375986439 0.00967743872601016 -0.0045382466784241477 -0.0083691526947627243 0.0053858385517760541 0.004943998804245911 0.015359097769049691 0.010950613064938896 0.0004509259464509265 0.0075298459383610194 -0.00018434664863498443 0.0069719757580988494 0.0051759451677012821
leaf_weight=53 67 76 52 61 85 61 71 56 57 65 74 77 83 61 65 1255 65 64 53 89 96 122 65 63
leaf_count=53 67 76 52 61 85 61 71 56 57 65 74 77 83 61 65 1255 65 64 53 89 96 122 65 63
internal_value=0 0.00493094 0.000612034 0.00136688 0.0025782 -0.00243109 0.00114414 0.00265063 0.00449738 0.00510384 0.00493141 0.0068998 0.00442696 0.00416895 0.000987002 0.00465693 0.000339129 0.0109262 0.00514132 0.00506038 0.00477549 0.00396826 0.00229354 0.00744644
internal_weight=0 2363 573 506 384 122 299 228 176 2310 2234 455 1779 1696 226 1470 126 138 317 1344 161 264 187 120
internal_count=2936 2363 573 506 384 122 299 228 176 2310 2234 455 1779 1696 226 1470 126 138 317 1344 161 264 187 120
is_linear=0
shrinkage=0.16829


Tree=7998
num_leaves=31
num_cat=0
split_feature=1 52 1 12 3 0 123 4 16 1 49 14 10 0 49 49 4 0 16 133 12 475 16 133 12 52 4 4 12 12
split_gain=11.7887 2.31831 1.37054 1.02261 0.994625 0.603928 0.442637 0.434709 0.403576 0.384584 0.34534 0.333859 0.328089 0.23987 0.280602 0.215038 0.164997 0.173079 0.161198 0.152631 0.122902 0.12616 0.11626 0.101287 0.0893575 0.0855065 0.0845176 0.0710048 0.0650661 0.0372657
threshold=0.10575500000000002 -0.40011499999999994 0.13662500000000002 0.088325000000000015 -0.073614999999999986 -0.064734999999999987 1.0000000180025095e-35 0.23355000000000001 0.31625000000000009 0.095265000000000016 -0.042254999999999994 -1.0000000180025095e-35 -0.0062549999999999993 -0.087984999999999994 0.0065400000000000015 -0.047859999999999993 -0.082619999999999985 -0.086274999999999977 -0.23389999999999997 0.096875000000000017 0.098595000000000016 -0.086299999999999988 -0.33811499999999994 -0.0081099999999999974 0.091495000000000007 -0.0041949999999999991 -0.49010499999999996 -0.049994999999999991 0.086535000000000015 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 2 2 2 2 2 2 2 2
left_child=4 -2 3 11 5 9 10 -5 24 16 -6 -3 -4 14 -12 -13 17 29 -17 26 21 -18 -14 -19 -7 -23 -15 -28 -25 -1
right_child=1 2 12 7 6 8 -8 -9 -10 -11 13 15 22 19 -16 18 20 23 -20 -21 -22 25 -24 28 -26 -27 27 -29 -30 -31
leaf_value=0.0012767329277552607 0.0010483391146889666 0.0006045491152692796 -7.1177199850720852e-05 0.00092736285499096468 0.00067716037647464541 0.0007998041459289499 0.00065370827669656618 0.00052776088759888052 0.0010330852082189835 0.00076277780114431286 0.0008800037210163757 0.00047955483871098357 0.00013192913693328459 0.0010392279889347546 0.0011555209781888109 0.00034623408946529314 0.00088576782103292023 0.0011427510441857013 0.00012199830175889738 0.00074739336160487262 0.00088223249430412784 0.0010887669381888479 0.0003500831891591018 0.00090508187152164117 0.00060150712253944976 0.0010213679115202126 0.00080812453612717154 0.00095494198387253623 0.00105414000551638 0.0011539792594445462
leaf_weight=57 67 63 53 69 67 52 95 53 66 54 74 72 52 53 93 90 60 97 58 78 63 347 56 54 52 610 78 77 100 76
leaf_count=57 67 63 53 69 67 52 95 53 66 54 74 72 52 53 93 90 60 97 58 78 63 347 56 54 52 610 78 77 100 76
internal_value=0 0.000467597 0.000398789 0.000501203 0.000976169 0.00101768 0.000862183 0.000754054 0.000830131 0.00103866 0.000900202 0.000392075 0.000140948 0.000933112 0.00103365 0.00033107 0.00104881 0.00110873 0.000258596 0.000874286 0.00102747 0.00103643 0.000245372 0.0010566 0.000700994 0.00104584 0.000921701 0.000881287 0.0010021 0.00120685
internal_weight=0 633 566 405 2303 1688 615 122 170 1518 520 283 161 453 167 220 1464 384 148 286 1080 1017 108 251 104 957 208 155 154 133
internal_count=2936 633 566 405 2303 1688 615 122 170 1518 520 283 161 453 167 220 1464 384 148 286 1080 1017 108 251 104 957 208 155 154 133
is_linear=0
shrinkage=0.0032998


Tree=7999
num_leaves=15
num_cat=0
split_feature=15 15 15 151 10 483 13 13 483 16 160 47 457 52
split_gain=0.174186 0.111131 0.117456 0.0918797 0.137273 0.0864198 0.085122 0.0713756 0.0651716 0.128602 0.0812124 0.0916009 0.0602371 0.0524727
threshold=0.14927500000000002 -0.2987999999999999 -0.43091499999999999 0.087785000000000016 -0.07564499999999999 0.087755000000000014 -0.078439999999999996 -0.16392499999999996 0.085850000000000024 -0.069169999999999995 -0.081594999999999987 0.078345000000000012 0.08351500000000002 -0.027199999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -3 6 -1 -6 10 -10 11 -9 -12 -11
right_child=-2 3 -4 -5 7 -7 -8 8 9 13 12 -13 -14 -15
leaf_value=0.00056101330539516745 -0.003395159228982772 0.012286086972710627 -0.0062701933713082162 -0.0011656680342390549 6.8595126207911717e-06 -0.0027130390075876826 0.009976504396875743 0.0032922201899802162 0.014764047653303159 0.0007907416108048574 0.0052089538079419656 -0.004116148331845408 0.0015066319833914501 0.0073696443257536826
leaf_weight=52 86 67 53 76 95 53 58 329 53 53 1669 55 136 101
leaf_count=52 86 67 53 76 95 53 58 329 53 53 1669 55 136 101
internal_value=0 0.00428072 0.000601398 0.00458176 0.00475322 0.00284674 0.00554188 0.00454989 0.00472927 0.0075958 0.00445738 0.00222645 0.00493099 0.00511714
internal_weight=0 2850 216 2634 2558 163 110 2491 2396 207 2189 384 1805 154
internal_count=2936 2850 216 2634 2558 163 110 2491 2396 207 2189 384 1805 154
is_linear=0
shrinkage=0.16829


Tree=8000
num_leaves=24
num_cat=0
split_feature=15 2 2 2 2 151 151 16 16 13 43 13 16 475 43 2 13 128 49 13 16 15 16
split_gain=6.08301 3.61791 1.49879 1.02287 0.828866 0.562286 0.456016 0.366973 0.635787 0.355709 0.276122 0.393789 0.265702 0.188379 0.143232 0.256937 0.136719 0.132961 0.126399 0.113762 0.103553 0.0535599 0.029622
threshold=-0.26361999999999991 0.11366500000000002 -1.0000000180025095e-35 0.093320000000000014 0.14870000000000003 -0.065174999999999983 -1.0000000180025095e-35 0.0054050000000000009 -0.037309999999999989 -0.076614999999999975 -0.051239999999999987 -1.0000000180025095e-35 0.41221000000000008 -0.082139999999999991 -0.020604999999999995 0.10433000000000002 -0.050424999999999991 0.10793500000000002 -0.080539999999999987 -0.083514999999999992 0.24100000000000002 -0.047859999999999993 -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
left_child=10 2 6 12 5 -3 -2 8 14 -7 -1 -12 17 -9 21 -16 -15 18 22 -20 -11 -5 -4
right_child=1 4 3 7 -6 9 -8 13 -10 20 11 -13 -14 16 15 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.00024221857968989777 0.00041415552526311955 0.00043778900764103776 0.00089553337748746469 0.00090773587173222136 0.00033957460814145471 0.0005942064067790498 0.00080333816083808039 0.0011694398041547519 0.00051639586895405694 0.00097850784509581862 0.0003037773369357558 0.00066454497413306077 0.00083955616308076361 0.00083138656334390726 0.00092015033413942273 0.00064097951241384071 0.0010203404256918071 0.00090026288021704799 0.0011143142685228293 0.0010518147785206057 0.00079112476266759578 0.0010605827224788077 0.001015709917413806
leaf_weight=93 52 60 55 59 83 62 91 52 62 78 69 64 63 76 106 56 102 57 535 907 60 53 53
leaf_count=93 52 60 55 59 83 62 91 52 62 78 69 64 63 76 106 56 102 57 535 907 60 53 53
internal_value=0 0.000944586 0.000990291 0.00101127 0.000627478 0.00071925 0.000662064 0.000889633 0.000819511 0.000803512 0.000380922 0.000477645 0.00105247 0.000991919 0.00088797 0.000823864 0.000939861 0.00106079 0.00106668 0.00107503 0.000897292 0.00098038 0.000954835
internal_weight=0 2722 2379 2236 343 260 143 566 336 200 226 133 1670 230 274 162 178 1607 1550 1442 138 112 108
internal_count=2948 2722 2379 2236 343 260 143 566 336 200 226 133 1670 230 274 162 178 1607 1550 1442 138 112 108
is_linear=0
shrinkage=0.0032998


Tree=8001
num_leaves=31
num_cat=0
split_feature=1 1 49 2 2 2 1 2 49 402 16 13 157 2 402 13 475 2 159 403 16 43 403 1213 43 130 16 43 13 16
split_gain=10.7095 2.5467 1.25303 1.02261 1.0283 0.741114 0.662917 0.577758 0.384032 0.257515 0.246225 0.222317 0.29723 0.261456 0.202344 0.20188 0.176995 0.144655 0.167951 0.115213 0.113863 0.111424 0.0993471 0.0721471 0.122369 0.0710362 0.0608143 0.0592076 0.0504329 0.0328803
threshold=0.10749500000000002 0.13654500000000003 -0.020454999999999997 0.10859000000000001 -1.0000000180025095e-35 0.093320000000000014 0.085780000000000009 0.14290000000000003 -0.083809999999999982 0.10401000000000001 0.62277500000000008 -0.065539999999999987 -0.080299999999999996 0.072175000000000017 0.079155000000000017 -1.0000000180025095e-35 -0.058009999999999992 0.10605000000000002 0.018290000000000004 0.10496000000000001 -0.055004999999999991 -0.0083799999999999986 0.046285000000000007 -0.023029999999999998 -0.073079999999999992 0.091115000000000015 -0.053299999999999993 -0.063379999999999978 -0.081659999999999996 0.4028000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 28 -3 -8 11 16 22 -13 20 -15 21 -7 18 26 -11 -14 -5 23 -4 -25 27 -18 -19 -1 -6
right_child=1 7 5 15 29 10 8 -9 -10 19 -12 12 13 14 -16 -17 17 25 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010036758041937525 0.00050296188534533601 0.00035860250604077354 0.0011655464224679839 0.00049871462908735809 0.0010601402744804531 0.00073353651560187523 0.00085772451466118002 -1.1915312873512172e-05 0.00051268948327518732 0.0013139681432676889 0.0011387125982172492 0.00076602338864069374 0.00097647842499879681 0.001103912131872755 0.0008996083706824591 0.00059067196337306629 0.00098642143532711043 0.00090119497264727524 0.0011326501550035005 0.0010997442142512237 0.00079250475323519272 0.00028850317017654361 0.0012314656874525306 0.0010966222339737518 0.00098768401783743331 0.00096327057243864847 0.00087237969160633042 0.00076378531883140063 0.00087322532363870811 0.00093988385301232243
leaf_weight=87 72 90 95 52 63 62 56 93 97 61 54 54 119 341 65 100 115 62 59 56 57 61 53 377 173 54 109 93 62 56
leaf_count=87 72 90 95 52 63 62 56 93 97 61 54 54 119 341 65 100 115 62 59 56 57 61 53 377 173 54 109 93 62 56
internal_value=0 0.000493317 0.000991495 0.000639631 0.000815215 0.00102067 0.00079248 0.000170114 0.000639207 0.00106136 0.000923509 0.00104814 0.00100281 0.00102472 0.00107129 0.000482016 0.000902469 0.000923685 0.000973232 0.00121173 0.000917096 0.000385549 0.00108939 0.00107766 0.00106242 0.000856427 0.000931085 0.000818976 0.000949631 0.00100385
internal_weight=0 587 2361 404 191 2059 302 183 153 1451 608 1334 636 582 406 213 554 492 283 117 176 113 698 645 550 209 224 155 149 119
internal_count=2948 587 2361 404 191 2059 302 183 153 1451 608 1334 636 582 406 213 554 492 283 117 176 113 698 645 550 209 224 155 149 119
is_linear=0
shrinkage=0.0032998


Tree=8002
num_leaves=28
num_cat=0
split_feature=2 1 4 4 402 403 43 4 12 43 3 124 51 156 16 3 16 156 4 43 4 16 4 12 2 43 4
split_gain=0.261137 0.136242 0.0984092 0.201535 0.100558 0.137052 0.0871546 0.0786831 0.149212 0.0969983 0.0856052 0.0783727 0.092858 0.102265 0.152209 0.0686605 0.0653097 0.0873074 0.0814033 0.118796 0.0971066 0.0758943 0.0633378 0.0798301 0.0619432 0.0459729 0.0347774
threshold=0.093320000000000014 0.10593500000000002 0.31392000000000003 0.50996500000000011 0.10872000000000002 -0.121015 -0.013934999999999998 0.020110000000000006 0.09091500000000001 -0.0062949999999999994 0.084670000000000009 -0.0031349999999999993 0.10532000000000001 0.10307000000000001 -0.15693499999999996 -0.083154999999999993 -0.11807499999999999 0.10749500000000002 -0.008454999999999999 -0.015924999999999998 -0.036839999999999991 0.20277000000000003 0.0015850000000000003 0.079335000000000017 0.13270000000000001 -0.026789999999999998 0.24099500000000004
decision_type=2 2 2 2 2 2 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 5 6 15 10 9 -9 22 -3 13 14 24 -1 26 18 20 -20 21 25 23 -7 -13 -18 -2
right_child=1 11 3 -5 -6 7 -8 8 -10 -11 -12 12 -14 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0011965854360003871 0.0099474824852163763 0.0051013294700938674 -0.0063582379367013164 0.0083832387119124052 0.011538294764917146 0.01114841743809338 -0.003578748172752064 0.0088462235277068542 0.004088403470161278 0.018977873482761375 0.0010382098556991533 -0.0046589284984452943 0.0047762832745515396 0.0039655182968007362 -0.01093243396569068 0.0089442974673037343 0.0020879741866824384 0.0097351085555387219 0.0032947393164925111 -0.0057627983156393467 0.010051634849582474 -0.0022425492097404537 0.0017568551819136761 0.0063734669471474138 0.0031466279294323218 0.0075060359137867428 0.0047693063044925935
leaf_weight=85 73 73 52 53 102 111 58 55 75 54 87 58 61 52 66 53 104 54 101 69 64 65 75 1034 57 79 78
leaf_count=85 73 73 52 53 102 111 58 55 75 54 87 58 61 52 66 53 104 54 101 69 64 65 75 1034 57 79 78
internal_value=0 0.00278463 0.00609338 0.00106559 0.00638746 0.00607497 0.00187852 0.00662541 0.00989984 0.0138821 0.00616306 0.000161725 -0.00105866 -0.00259398 -0.0044884 0.00418517 0.0041832 0.00330614 0.00258215 -0.000370987 0.00419699 0.00267887 0.00652705 0.00683794 -0.000774465 0.00443674 0.00728456
internal_weight=0 1054 1894 105 1789 1687 196 1491 184 109 1307 367 294 233 181 138 687 536 482 170 312 248 1220 1145 115 183 151
internal_count=2948 1054 1894 105 1789 1687 196 1491 184 109 1307 367 294 233 181 138 687 536 482 170 312 248 1220 1145 115 183 151
is_linear=0
shrinkage=0.16829


Tree=8003
num_leaves=19
num_cat=0
split_feature=3 15 3 16 447 457 15 16 42 402 43 43 43 42 130 15 403 128
split_gain=0.162299 0.173631 0.108793 0.108666 0.105175 0.129897 0.10256 0.14076 0.109569 0.114474 0.310912 0.161968 0.170514 0.0975866 0.0705659 0.0695603 0.0281658 0.0205529
threshold=0.10402500000000002 -0.037394999999999991 0.17351000000000003 -0.23389999999999997 0.088810000000000014 0.087195000000000009 -0.42075999999999997 -0.43491999999999992 -0.091229999999999992 0.095250000000000015 -0.020034999999999994 -0.22491499999999998 -0.14074499999999998 -0.10177499999999999 0.083130000000000009 -0.069814999999999988 0.10496000000000001 0.089460000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 7 -1 13 11 -11 -10 -13 15 -15 -8 -12 -17
right_child=1 -3 3 -5 -6 -7 8 -9 9 10 16 12 -14 14 -16 17 -18 -19
leaf_value=0.0055813440977640523 0.0082860433155444932 -0.0056540891538889911 0.0053598124715815293 -0.004907083619748326 -0.0029072046760853041 0.010514632646279068 0.0088901385772892569 -0.0061476987916490892 -0.002982342234294986 0.019679642410092957 0.00694263503103468 0.013897818568683166 0.0046861804052767088 -0.0069667380575013926 0.0017802227664149252 0.0039943754955139221 0.0019149279903475857 -0.00039785624089032432
leaf_weight=56 73 94 56 61 53 103 55 60 75 55 67 59 1795 52 52 56 62 64
leaf_count=56 73 94 56 61 53 103 55 60 75 55 67 59 1795 52 52 56 62 64
internal_value=0 0.000254992 0.00318789 0 0.00449382 0.00464474 0.00440296 -0.000469914 0.00464002 0.00505426 0.0090753 0.00466977 0.00498029 0.00149635 -0.00257598 0.00392674 0.00454014 0.00163688
internal_weight=0 284 190 117 2664 2611 2508 116 2392 2113 184 1929 1854 279 104 175 129 120
internal_count=2948 284 190 117 2664 2611 2508 116 2392 2113 184 1929 1854 279 104 175 129 120
is_linear=0
shrinkage=0.16829


Tree=8004
num_leaves=27
num_cat=0
split_feature=2 2 2 2 39 0 16 15 11 0 0 16 402 52 2 48 2 0 402 159 15 16 15 42 0 15
split_gain=7.37172 3.13479 1.30173 1.24351 1.03966 0.979889 0.840987 0.563965 0.54951 0.325247 0.299672 0.307439 0.268355 0.265598 0.259387 0.199591 0.151967 0.193886 0.157696 0.150285 0.279574 0.176698 0.113988 0.113965 0.0907133 0.0404033
threshold=0.11366500000000002 -1.0000000180025095e-35 0.13554000000000002 0.093320000000000014 0.086285000000000014 -0.13843999999999998 -0.50472499999999987 -0.2987999999999999 1.0000000180025095e-35 -0.068669999999999995 -0.065229999999999996 -0.061714999999999992 0.09253500000000002 -0.54533999999999982 0.10472500000000001 0.08956500000000002 0.078775000000000012 -0.096444999999999989 0.08406000000000001 0.093100000000000002 0.043560000000000008 0.20277000000000003 -0.14773499999999998 0.085790000000000019 -0.072924999999999976 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
left_child=1 4 6 8 9 14 -2 -4 12 -1 11 -8 16 -7 -5 -9 17 -3 22 20 21 -15 -18 -14 -19 -22
right_child=2 3 7 5 -6 13 10 15 -10 -11 -12 -13 23 19 -16 -17 18 24 -20 -21 25 -23 -24 -25 -26 -27
leaf_value=0.00098731888904173178 0.00041088042533195273 0.00084631861530804083 0.00016773615866598154 0.00083079678029321575 0.00038116268748572389 0.0012016592348178688 0.00091700455851208707 0.0006495616422664888 0.0014050522444314806 0.00065710328548645633 0.001002029672466819 0.00055878173827715496 0.0011489060036364086 0.00093640277610959946 0.00050977545559177857 0.00039722226374872601 0.0012761446480725927 0.0010954693514056194 0.00094712023710639363 0.0011408365393221101 0.0011512511405410708 0.00072944254057677959 0.0011133783629773137 0.0013235750190256255 0.00098723988785492825 0.0010140005958977679
leaf_weight=75 63 53 78 52 89 65 52 67 69 59 83 54 100 184 60 72 53 290 62 52 58 62 835 77 132 52
leaf_count=75 63 53 78 52 89 65 52 67 69 59 83 54 100 184 60 72 53 290 62 52 58 62 835 77 132 52
internal_value=0 0.00103199 0.000580656 0.0010689 0.00065835 0.00093759 0.000742135 0.00039297 0.00111485 0.000842188 0.000852367 0.000734846 0.00110233 0.00100345 0.000659136 0.000519107 0.00108706 0.00103774 0.00111168 0.000971786 0.000946994 0.000884385 0.00112313 0.00122509 0.0010617 0.00108669
internal_weight=0 2479 469 2256 223 585 252 217 1671 134 189 106 1602 473 112 139 1425 475 950 408 356 246 888 177 422 110
internal_count=2948 2479 469 2256 223 585 252 217 1671 134 189 106 1602 473 112 139 1425 475 950 408 356 246 888 177 422 110
is_linear=0
shrinkage=0.0032998


Tree=8005
num_leaves=23
num_cat=0
split_feature=2 2 2 14 0 124 13 15 2 0 150 0 13 42 2 2 52 0 16 156 52 47
split_gain=13.361 6.48894 2.16679 1.75079 3.67899 1.21262 1.09546 1.26427 0.987259 0.980477 0.639984 0.632382 0.475132 0.365561 0.311647 0.406323 0.262108 0.111459 0.135559 0.0930298 0.0640103 0.0290401
threshold=0.11366500000000002 -1.0000000180025095e-35 0.14132000000000003 0.064610000000000015 -0.13619499999999998 -1.0000000180025095e-35 -0.15569499999999997 -0.38214499999999996 0.10433000000000002 -0.070134999999999989 0.079335000000000017 -0.10185499999999999 0.25472500000000003 0.093200000000000019 0.076510000000000009 0.093320000000000014 -0.55901999999999985 -0.086954999999999991 0.12992000000000004 0.088970000000000007 -0.11263999999999999 0.087850000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 4 8 -1 -2 -8 10 -7 -3 -9 14 -4 17 19 -17 21 -19 -16 -13 -6
right_child=2 3 13 -5 12 9 7 11 -10 -11 -12 20 -14 -15 15 16 -18 18 -20 -21 -22 -23
leaf_value=0.00010933056194544998 9.9642569816487254e-05 0.00091952743724761123 -8.2633053295484691e-05 0.0014761845726174638 0.00082262694590880139 0.00090211697539116249 0.00018479793006481512 0.00045003478827368025 0.00022308147947274764 0.0003001108030484979 0.00044518555077348592 0.0009567154624407205 0.00078024795298940167 0.00023189414209896 0.0011276916582437339 0.0012172190048285107 0.00097209391725134307 0.0010417240143593362 0.00088249132104605812 0.00098727824351871134 0.00080521952723864839 0.00094270420079314409
leaf_weight=86 54 78 91 89 52 64 57 57 62 55 52 54 72 72 902 55 423 294 77 59 85 53
leaf_count=86 54 78 91 89 52 64 57 57 62 55 52 54 72 72 902 55 423 294 77 59 85 53
internal_value=0 0.000970871 0.000363809 0.0010217 0.00100312 0.000408363 0.000527079 0.000618172 0.000566533 0.000624175 0.000730062 0.000744024 0.00104529 5.60831e-05 0.00105524 0.00107969 0.00100037 0.000981228 0.00100877 0.00111911 0.000864328 0.000883573
internal_weight=0 2473 470 2268 2179 205 307 253 192 119 130 196 1987 163 1915 1439 478 476 371 961 139 105
internal_count=2943 2473 470 2268 2179 205 307 253 192 119 130 196 1987 163 1915 1439 478 476 371 961 139 105
is_linear=0
shrinkage=0.0032998


Tree=8006
num_leaves=10
num_cat=0
split_feature=1452 1444 2 9 8 151 42 14 41
split_gain=0.274464 0.15461 0.145496 0.179526 0.115185 0.0887825 0.0820495 0.0818915 0.114515
threshold=0.088040000000000021 -0.051419999999999993 0.14132000000000003 -1.0000000180025095e-35 0.081960000000000019 0.10280000000000002 0.095215000000000008 0.019255000000000005 0.078705000000000011
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 7 -4 8 -5
right_child=-2 2 6 4 -6 -7 -8 -9 -10
leaf_value=0.012826745948670558 0.013636022031283021 -0.0032408415943855247 -0.0040642117047172879 0.0050138343054338692 -0.0030890208446556692 -0.0016089003550619737 0.0037962705933093531 0.010289961650998576 -0.0014468083584066895
leaf_weight=59 92 84 93 2280 53 59 63 80 80
leaf_count=59 92 84 93 2280 53 59 63 80 80
internal_value=0 0.00428709 0.00410599 0.00440164 0.0046539 0.00481884 -0.00087827 0.004975 0.00479407
internal_weight=0 2851 2792 2636 2552 2499 156 2440 2360
internal_count=2943 2851 2792 2636 2552 2499 156 2440 2360
is_linear=0
shrinkage=0.16829


Tree=8007
num_leaves=16
num_cat=0
split_feature=1452 43 15 49 14 14 11 475 49 156 0 0 0 15 11
split_gain=0.194658 0.166064 0.132111 0.203836 0.108243 0.0947278 0.0899595 0.0995107 0.10262 0.0899168 0.0687657 0.0663403 0.0990916 0.0325179 0.0189437
threshold=0.099915000000000018 -0.50775499999999985 -0.094489999999999977 -0.019034999999999996 -0.23835999999999999 0.026890000000000004 1.0000000180025095e-35 -0.093829999999999983 -0.14799999999999999 0.090625000000000011 -0.07106999999999998 -0.06612999999999998 -0.14720499999999997 -0.15097999999999998 0.088840000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 10 6 7 -4 -9 -10 -5 12 -6 -14 -8
right_child=-2 2 5 4 11 -7 14 8 9 -11 -12 -13 13 -15 -16
leaf_value=0.012711791708691104 0.014026329371290832 -0.007734208944543108 0.010441769270354822 0.011511003748702908 -0.0029435195207113693 -0.0020295384673198538 0.011408222311286428 -0.0026755556906232097 0.0043118146141354263 -0.0003605912400624898 0.0028805596738290507 -0.0040584642789380449 0.00098879949445674123 0.0047632781740946538 0.0067295879390354063
leaf_weight=56 52 64 66 52 89 70 52 67 1795 124 54 60 100 190 52
leaf_count=56 52 64 66 52 89 70 52 67 1795 124 54 60 100 190 52
internal_value=0 0.0036247 0.00344456 0.00124393 0.00230154 0.00404582 0.0042439 0.00399761 0.00378255 0.00400896 0.00713131 0.00113126 0.0019576 0.00346793 0.00908618
internal_weight=0 2891 2835 609 545 2226 2156 2052 1986 1919 106 439 379 290 104
internal_count=2943 2891 2835 609 545 2226 2156 2052 1986 1919 106 439 379 290 104
is_linear=0
shrinkage=0.16829


Tree=8008
num_leaves=17
num_cat=0
split_feature=1444 1452 1 1213 12 1 150 13 1 399 403 403 12 1213 483 13
split_gain=0.178494 0.14461 0.107329 0.16867 0.124553 0.175219 0.127583 0.138791 0.106588 0.0911787 0.0819055 0.072432 0.0613511 0.0562744 0.0429158 0.0354771
threshold=-0.081259999999999985 0.088040000000000021 0.085410000000000014 1.0000000180025095e-35 -0.10468499999999999 0.13891000000000003 -0.07009 -0.16392499999999996 0.077845000000000011 0.091160000000000019 -0.091799999999999979 -0.14548999999999998 0.092085000000000014 0.041405000000000004 0.089065000000000019 -0.065239999999999979
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 -6 -8 9 10 11 13 14 -2 -12 -14
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 12 -13 15 -15 -16 -17
leaf_value=0.012951067036908291 0.0041090924503787412 0.010244447159942438 0.0085460824875304951 -0.0077459065133392169 -0.005159973957325802 -0.0052854406145629142 -0.0051183903050924335 0.003230124536379574 0.0091387230890552975 0.0095913445296445885 0.0048540978441770598 -0.0052138553146490497 0.0039241471466653684 -0.0017506560409681249 0.00072514925843717099 0.00034740437919245353
leaf_weight=52 118 76 78 52 62 96 60 902 97 64 744 53 129 76 80 204
leaf_count=52 118 76 78 52 62 96 60 902 97 64 744 53 129 76 80 204
internal_value=0 0.00299179 0.00279534 0.00163005 0.00203852 0.00158371 0.00222945 0.00270756 0.00372494 0.00336599 0.00308093 0.000291075 0.00367497 0.00180426 0.00445541 0.00173838
internal_weight=0 2891 2815 1250 1198 1120 1024 962 1565 1468 1404 247 1157 194 824 333
internal_count=2943 2891 2815 1250 1198 1120 1024 962 1565 1468 1404 247 1157 194 824 333
is_linear=0
shrinkage=0.16829


Tree=8009
num_leaves=17
num_cat=0
split_feature=1444 12 2 15 15 49 41 3 13 4 4 3 1455 51 133 13
split_gain=0.123406 0.0758295 0.147786 0.151101 0.1151 0.217062 0.101382 0.160451 0.237467 0.0905966 0.108124 0.0831034 0.0871169 0.0641294 0.0619647 0.0424919
threshold=-0.081259999999999985 -0.22686499999999998 0.14132000000000003 -0.076929999999999985 -0.094489999999999977 -0.019034999999999996 0.079885000000000025 -0.12077499999999998 0.06301000000000001 0.31392000000000003 0.50609000000000004 0.12745000000000004 0.088555000000000009 -1.0000000180025095e-35 0.08265500000000002 -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 4 -4 5 -3 7 8 -6 14 -11 12 -9 -10 15 -7
right_child=1 2 3 -5 6 9 -8 11 13 10 -12 -13 -14 -15 -16 -17
leaf_value=0.010771535164029818 0.0085242022462409511 -0.0093179121336850815 0.0021832222809595125 -0.0090877470534148613 0.017834971606410583 0.0032104835213021014 -0.0034654072619037749 0.0024587659475731561 0 -0.0072823103897265689 0.0017625904493750707 0.0089679535899634764 0.0074127883277889332 0.0080029894395564159 -0.0001682085558987969 0.0083576960133400109
leaf_weight=52 58 58 72 63 52 135 63 1780 56 60 99 63 107 58 97 70
leaf_count=52 58 58 72 63 52 135 63 1780 56 60 99 63 107 58 97 70
internal_value=0 0.00248861 0.00236441 -0.00306326 0.00263666 0.000380463 0.00317323 0.00337173 0.00840023 0.00160455 -0.00163928 0.00294274 0.00274063 0.00408091 0.00331834 0.00497683
internal_weight=0 2891 2833 135 2698 519 2179 2116 166 461 159 1950 1887 114 302 205
internal_count=2943 2891 2833 135 2698 519 2179 2116 166 461 159 1950 1887 114 302 205
is_linear=0
shrinkage=0.16829


Tree=8010
num_leaves=17
num_cat=0
split_feature=10 43 3 0 160 3 1453 1375 49 10 51 51 16 15 15 160
split_gain=0.202259 0.212373 0.377901 0.0906707 0.0696178 0.105084 0.0695326 0.0824881 0.092911 0.0792776 0.0921912 0.112214 0.0684744 0.0650595 0.0704296 0.0635655
threshold=-1.0000000180025095e-35 0.0085250000000000031 -0.095259999999999997 -0.082054999999999975 -0.037434999999999989 -0.080054999999999987 -0.077314999999999981 -0.062154999999999995 0.12186500000000001 0.057650000000000007 0.14431500000000003 0.095375000000000015 0.053305000000000012 0.096235000000000015 -0.028079999999999997 -0.077584999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 -3 -1 -4 -6 -2 15 9 10 11 -9 -10 14 -7 -8
right_child=1 2 4 -5 5 13 7 8 12 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00073064802266635065 -0.0024036362177478304 -0.012777951454951114 -0.0044447179426551943 -0.0071462885200373463 -0.0028513290772311023 0.0023884520718645127 0.0033851637477474842 0.0031748147393866485 0.0017969115638042322 -0.0026551967464674888 0.0097993234057900808 -0.0024276150820532298 -0.0063449220040072904 -0.00026127791095796317 0.0096818295971037791 0.011293615411467844
leaf_weight=69 74 69 62 102 100 84 61 1778 62 71 56 107 55 78 69 56
leaf_count=69 74 69 62 102 100 84 61 1778 62 71 56 107 55 78 69 56
internal_value=0 0.00200256 -0.00128979 -0.00395737 0.000722641 0.00169597 0.00265897 0.00282657 0.00258617 0.00285463 0.0030571 0.00285585 -0.00201509 0.00367228 0.00568936 0.00718576
internal_weight=0 2782 462 171 393 331 2320 2246 2129 2012 1941 1885 117 231 153 117
internal_count=2953 2782 462 171 393 331 2320 2246 2129 2012 1941 1885 117 231 153 117
is_linear=0
shrinkage=0.16829


Tree=8011
num_leaves=22
num_cat=0
split_feature=1 39 123 13 4 4 49 15 1 12 4 12 15 16 1 4 1 4 156 133 16
split_gain=5.40086 1.01164 0.773791 0.736286 0.538072 0.322254 0.258363 0.215333 0.213765 0.206522 0.18792 0.37417 0.309746 0.147257 0.140257 0.134586 0.128905 0.102963 0.0838502 0.0816998 0.0335119
threshold=0.11156000000000001 0.087735000000000021 1.0000000180025095e-35 -0.10142999999999998 0.25367000000000006 0.27258000000000004 0.10470500000000001 -0.12776499999999999 0.10174000000000001 0.097060000000000021 -0.17568999999999999 0.083535000000000012 -0.0070899999999999991 0.0097750000000000007 0.081540000000000015 0.42642000000000008 0.13686500000000004 0.043640000000000005 0.09832500000000001 0.089025000000000007 -0.062749999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 17 6 7 20 -4 19 14 12 -12 -13 -9 -3 -2 -5 -16 -8 -1
right_child=1 15 8 4 -6 -7 9 10 -10 -11 11 13 -14 -15 18 -17 -18 -19 -20 -21 -22
leaf_value=0.00093080208862446345 0.00034000378412418769 3.110969501349803e-05 0.00057391148076574641 0.00079627506566461875 0.00037188225227923995 0.000492882012384596 0.00059877218984410031 0.00070008465323401171 0.00029798569700275766 0.00043751002247427662 0.00072852850544518006 0.0007512365211879118 0.00049312041369232171 0.00065696754262592038 0.00098664926504622632 0.00021681492570190387 0.00012334421622396869 0.00059425715282396686 0.00080178146937200025 0.00077367370221595748 0.00081141918720992331
leaf_weight=63 60 85 71 64 97 67 65 59 55 56 112 1316 137 217 62 86 61 52 53 58 57
leaf_count=63 60 85 71 64 97 67 65 59 55 56 112 1316 137 217 62 86 61 52 53 58 57
internal_value=0 0.000331409 0.000706353 0.000437128 0.000554019 0.000720045 0.000726779 0.000737229 0.000453747 0.000605387 0.000728796 0.000718545 0.000599148 0.000737915 0.000833575 0.000124711 0.00023107 0.000706019 0.000901756 0.000681533 0.000874389
internal_weight=0 505 2448 334 213 2322 2255 2076 126 179 1956 1782 249 1533 174 171 121 116 115 123 120
internal_count=2953 505 2448 334 213 2322 2255 2076 126 179 1956 1782 249 1533 174 171 121 116 115 123 120
is_linear=0
shrinkage=0.0032998


Tree=8012
num_leaves=25
num_cat=0
split_feature=12 13 12 12 123 39 12 156 51 12 12 124 0 0 13 0 42 12 12 42 133 1185 13 12
split_gain=4.49055 1.08824 0.944288 0.823801 0.60553 0.456832 0.318503 0.379039 0.322246 0.320098 0.243035 0.172016 0.168095 0.183444 0.118308 0.114211 0.103741 0.10965 0.0973315 0.0964385 0.0761245 0.0651285 0.044975 0.0432005
threshold=-0.032329999999999991 -0.16392499999999996 0.13936000000000001 -0.25967999999999997 0.081180000000000016 0.099350000000000008 0.078120000000000009 0.093155000000000002 0.031805000000000007 0.10488500000000002 -0.089399999999999993 -0.080429999999999988 -0.028049999999999995 -0.22745499999999999 -0.083354999999999985 -0.09633499999999999 -0.024804999999999997 0.11431500000000001 0.087035000000000015 0.093535000000000021 -0.0094199999999999978 0.085905000000000009 0.070890000000000022 0.093245000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 -1 5 -5 7 8 12 14 -6 -12 13 -3 15 18 22 -18 -8 21 -17 -16 -11 -21
right_child=1 2 -4 4 10 -7 9 -9 -10 16 11 -13 -14 -15 19 20 17 -19 -20 23 -22 -23 -24 -25
leaf_value=1.0697063487057563e-05 0.0004257113854539344 0.0004876299437113183 0.00034901620265358457 0.00086606174703345582 0.0004867706691736686 0.00043683197075258996 0.00066891877200804843 0.00093377809019220637 0.00081848749294601236 0.00069400925524564882 0.00014675276201441686 0.00037692956294916371 0.00041670560623380373 0.00071850156692940259 0.00080747333742157534 0.00081615146809112325 0.0005229802277253576 0.00073065605553496388 0.0008500797030389219 0.00066273195031642024 0.00090606019739780663 0.00092837091289607382 0.0008293583456074464 0.00076643194118680604
leaf_weight=55 100 61 55 54 89 55 62 62 88 63 69 74 53 103 827 160 64 52 75 64 354 56 56 202
leaf_count=55 100 61 55 54 89 55 62 62 88 63 69 74 53 103 827 160 64 52 75 64 354 56 56 202
internal_value=0 0.000763923 0.000777674 0.000386108 0.000446555 0.000649801 0.000787475 0.000697271 0.000649079 0.000803725 0.000350913 0.000266112 0.000580216 0.000632843 0.000818782 0.000855091 0.000688243 0.00061638 0.000768352 0.00079818 0.000878142 0.000815181 0.000757999 0.000741614
internal_weight=0 2557 2457 396 341 109 2402 367 305 2035 232 143 217 164 1800 651 235 116 137 1149 514 883 119 266
internal_count=2953 2557 2457 396 341 109 2402 367 305 2035 232 143 217 164 1800 651 235 116 137 1149 514 883 119 266
is_linear=0
shrinkage=0.0032998


Tree=8013
num_leaves=21
num_cat=0
split_feature=1 4 123 3 1 4 15 49 49 4 0 1 11 42 16 1 0 49 1 0
split_gain=11.0479 2.12883 1.14943 1.0131 0.5906 0.556077 0.40604 0.359054 0.342621 0.266869 0.526828 0.364728 0.354189 0.25926 0.259571 0.224207 0.222016 0.114367 0.0840611 0.0703119
threshold=0.10921500000000002 0.25367000000000006 0.081180000000000016 -0.070724999999999996 0.14860500000000001 0.27258000000000004 -0.13513499999999998 -0.061079999999999988 0.12186500000000001 -0.17568999999999999 -0.052874999999999998 0.095640000000000017 0.080150000000000013 0.09364500000000002 -0.4193599999999999 0.097495000000000012 -0.10462499999999998 0.016520000000000003 0.12622500000000003 0.051660000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 13 6 16 -5 9 12 11 -11 19 14 18 -4 -1 -9 -3 -8
right_child=1 4 15 7 -6 -7 8 17 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0012046269939524799 0.00083786511153701837 0.00046745207078187942 0.00066933235587265222 0.00019973026745995006 -0.00018508278907939022 0.00055531552519859871 0.0011764774362419954 0.00062350319549959511 0.00062488481020194755 0.00087757531546963632 0.00056874075096101156 0.00069593971613313101 0.00077081569043318881 3.6126209728631773e-05 9.7699260970293878e-05 0.00036898091355001047 0.00093362735362602118 0.00040253958012153625 0.00027715299262034526 0.0010081849251333877
leaf_weight=56 85 52 53 64 53 64 59 53 68 1650 69 132 56 73 59 57 86 52 52 60
leaf_count=56 85 52 53 64 53 64 59 53 68 1650 69 132 56 73 59 57 86 52 52 60
internal_value=0 0.000323208 0.000844337 0.000543641 0.000129349 0.00086012 0.000868828 0.000395449 0.000857153 0.000864932 0.000853148 0.000864141 0.000989368 0.000200113 0.000273339 0.000514016 0.00104075 0.000514409 0.000372641 0.00109192
internal_weight=0 543 2410 254 289 2300 2236 169 2094 2026 1851 1782 175 236 163 110 142 105 104 119
internal_count=2953 543 2410 254 289 2300 2236 169 2094 2026 1851 1782 175 236 163 110 142 105 104 119
is_linear=0
shrinkage=0.0032998


Tree=8014
num_leaves=12
num_cat=0
split_feature=106 2 41 15 374 1429 157 151 14 48 42
split_gain=0.185757 0.172524 0.112712 0.169158 0.102082 0.100183 0.176532 0.0984193 0.0923149 0.0840727 0.0655133
threshold=0.085650000000000018 0.14744000000000002 0.079395000000000007 -0.088819999999999982 0.082175000000000012 0.087700000000000014 -0.066269999999999982 0.072810000000000014 0.073890000000000011 0.11904500000000003 0.095215000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 7 -7 8 9 -1 -3
right_child=-2 10 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=0.0038790495016945 -0.0064874882268392154 -0.0057960184489354704 0.005570861303711685 -0.0072557366847101467 -0.0033741569015147141 -0.0077732857177631436 0.0052086409306611901 0.0096098644537955819 0.010319828455548958 -0.0028210876782061977 0.0017487293800744026
leaf_weight=2264 57 79 52 66 56 56 63 89 62 54 55
leaf_count=2264 57 79 52 66 56 56 63 89 62 54 55
internal_value=0 0.0032037 0.00349009 -0.00158811 0.00371741 0.00387155 -0.000885404 0.00410155 0.00389481 0.00372219 -0.00268589
internal_weight=0 2896 2762 118 2644 2588 119 2469 2380 2318 134
internal_count=2953 2896 2762 118 2644 2588 119 2469 2380 2318 134
is_linear=0
shrinkage=0.16829


Tree=8015
num_leaves=27
num_cat=0
split_feature=1 2 2 4 150 14 150 1 2 52 2 4 43 4 1 2 4 124 15 1 15 4 1454 15 16 52
split_gain=10.918 2.66272 0.991976 0.793793 1.18476 0.651568 0.574927 0.415745 0.390346 0.358179 0.231176 0.216259 0.221738 0.239424 0.238432 0.543149 0.422935 0.203231 0.185272 0.226433 0.145485 0.144137 0.129393 0.0984287 0.0709823 0.0181876
threshold=0.10921500000000002 0.16730000000000003 0.097110000000000016 0.26846000000000009 0.084800000000000014 0.073890000000000011 1.0000000180025095e-35 0.122715 -0.085784999999999986 -0.45635499999999996 0.12750000000000003 -0.50393499999999991 -1.0000000180025095e-35 0.008570000000000003 0.083670000000000008 0.082925000000000013 -0.008454999999999999 -0.076164999999999983 0.086035000000000014 0.08346000000000002 -0.093399999999999997 0.51734000000000002 0.083660000000000026 -0.41725999999999991 0.62619000000000014 0.11087000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 7 8 9 -2 -1 24 18 -10 13 22 16 -16 -14 -5 19 20 -11 23 -13 -19 -4 -20
right_child=1 -3 6 17 -6 -7 -8 -9 11 10 -12 12 14 -15 15 -17 -18 21 25 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00081616850215353049 0.0010421434813995081 -3.8871481342711113e-05 0.0010757408853858744 0.0003219055726758393 0.00034615597948770612 0.0013966460156604474 0.0006824978932475881 0.00072366649180927276 0.0013080248180785006 0.0011086651681377433 0.00074190044551948793 0.0011388355481939348 0.0010109514652684318 0.00095790914897183189 0.0010565507171369343 0.00066427941511658687 0.0013382588800258173 0.00072234150650645336 0.0011437684982897097 0.00073354394482260863 0.00091716148895389267 0.00041362798059512817 0.00097157253689661937 0.00052529369423816926 0.0012429674478839209 0.0010413976648161155
leaf_weight=55 101 73 72 55 55 81 76 82 55 65 55 1067 161 98 127 56 60 56 53 54 147 55 56 59 53 52
leaf_count=55 101 73 72 55 55 81 76 82 55 65 55 1067 161 98 127 56 60 56 53 54 147 55 56 59 53 52
internal_value=0 0.000546403 0.00106661 0.000638758 0.000771875 0.0011058 0.000953041 0.00089963 0.0010922 0.000990293 0.00094425 0.00110122 0.0010942 0.0011167 0.0010261 0.000936704 0.00109997 0.000497793 0.000974153 0.000926947 0.000976043 0.000554491 0.00113053 0.000621554 0.00114693 0.00109341
internal_weight=0 536 2443 463 238 1816 627 183 1735 551 426 1680 1625 1221 404 183 221 225 371 266 212 170 1123 115 125 105
internal_count=2979 536 2443 463 238 1816 627 183 1735 551 426 1680 1625 1221 404 183 221 225 371 266 212 170 1123 115 125 105
is_linear=0
shrinkage=0.0032998


Tree=8016
num_leaves=12
num_cat=0
split_feature=3 4 48 1429 30 4 3 3 3 4 48
split_gain=0.336163 0.221207 0.138367 0.110184 0.105919 0.105256 0.0898658 0.204138 0.145671 0.0585776 0.055436
threshold=0.35004500000000011 -0.51843499999999987 -0.088594999999999993 0.084665000000000004 0.086220000000000019 -0.03463999999999999 0.11995000000000001 0.097775000000000015 0.086845000000000019 -0.0046399999999999992 0.085760000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -5 7 8 -4 -7 -8
right_child=-2 2 3 5 -6 9 10 -9 -10 -11 -12
leaf_value=0.013937631192345271 -0.0072880764669195526 0.011559247910730631 0.0035207566843851474 0.013469014222442907 -0.0042892193403611277 0.0017144231097169802 -0.0049582537947598804 0.012618291444594957 -0.0054737688685725754 0.008700811191299028 0.0024533417499491184
leaf_weight=61 78 62 2295 57 52 77 57 69 52 62 57
leaf_count=61 78 62 2295 57 52 77 57 69 52 62 57
internal_value=0 0.00389989 0.00368366 0.00350725 0.003214 0.00736116 0.00336893 0.00358699 0.00332071 0.00484358 -0.0012367
internal_weight=0 2901 2840 2778 2582 196 2530 2416 2347 139 114
internal_count=2979 2901 2840 2778 2582 196 2530 2416 2347 139 114
is_linear=0
shrinkage=0.16829


Tree=8017
num_leaves=24
num_cat=0
split_feature=1 1 12 2 12 150 12 0 43 12 16 2 16 12 0 12 16 1210 159 475 0 16 16
split_gain=9.49266 1.8277 1.25652 0.94844 0.886048 0.511786 0.46671 0.284864 0.262194 0.241421 0.203001 0.19958 0.195651 0.16829 0.152464 0.305045 0.143401 0.134243 0.117179 0.105064 0.0984502 0.0817528 0.0501589
threshold=0.10921500000000002 0.14860500000000001 -1.0000000180025095e-35 0.11504500000000002 0.056995000000000011 1.0000000180025095e-35 0.12631000000000003 -0.14164999999999997 -0.077134999999999995 -0.089399999999999993 -0.067654999999999979 0.087605000000000002 -0.070834999999999995 0.099170000000000022 0.032970000000000006 0.08486500000000001 -0.076909999999999992 -0.074724999999999986 -0.023134999999999996 -0.079029999999999975 -0.15445999999999996 0.15273500000000004 -0.072359999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 9 10 5 8 7 -6 -1 -2 -4 13 -7 17 15 -13 -5 -9 -19 -17 -10 -22 -11
right_child=1 -3 3 16 6 12 -8 11 20 22 -12 14 -14 -15 -16 19 -18 18 -20 -21 21 -23 -24
leaf_value=0.00085515465065955315 0.00060469108276004825 0.00011104502911015898 0.00083103451003126237 0.0005158773647392633 0.0013200128073094291 0.0006475973242458026 0.00079605664088952825 0.0012749277280754256 0.0011896352069929222 0.00028453601799419061 0.0010951859255734202 0.00081174291676877999 0.000904502039209333 0.00097915962733329432 0.0011956129966310129 0.001191367137199159 0.00072837282401120391 0.0012246178133558847 0.0011174253556426217 0.0010579488223699189 0.00095809879016433056 0.0011138333284272113 0.00042885051077170357
leaf_weight=84 68 75 52 77 71 71 53 90 62 58 88 54 62 70 97 76 66 144 654 695 87 73 52
leaf_count=84 68 75 52 77 71 71 53 90 62 58 88 54 62 70 97 76 66 144 654 695 87 73 52
internal_value=0 0.000589333 0.000667069 0.000803855 0.00107442 0.000939612 0.00110393 0.00111228 0.00101425 0.000449398 0.000997324 0.00110441 0.000767622 0.00113834 0.00106912 0.00105421 0.000614199 0.00115085 0.00113681 0.00107115 0.00107429 0.00102937 0.000353078
internal_weight=0 536 461 283 2443 439 2004 1951 306 178 140 1880 133 958 922 825 143 888 798 771 222 160 110
internal_count=2979 536 461 283 2443 439 2004 1951 306 178 140 1880 133 958 922 825 143 888 798 771 222 160 110
is_linear=0
shrinkage=0.0032998


Tree=8018
num_leaves=14
num_cat=0
split_feature=12 43 39 1212 12 52 13 13 12 13 13 0 42
split_gain=0.259747 0.251556 0.099625 0.0707298 0.167456 0.0947094 0.0715735 0.137178 0.080901 0.0820432 0.0684781 0.0607778 0.0184706
threshold=-0.19698999999999997 -0.50914999999999988 0.11550500000000001 0.083290000000000017 0.085785000000000014 0.088485000000000008 -0.15325499999999995 -0.098524999999999988 -0.083979999999999985 -0.086304999999999979 -0.010655 -0.10726999999999999 -0.077844999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 6 -5 12 11 -8 10 -10 -9 -3 -6
right_child=1 2 -4 4 5 -7 7 8 9 -11 -12 -13 -14
leaf_value=-0.0068330541018449889 0.01549438969694312 0.0036682356845273247 -0.0029866014293572357 -0.0051604485863773536 0.0036036421597531311 -0.0015168695846288207 0.01098445850895071 0.0032161245630358071 0.0017251016028577394 0.0048842780350372124 -0.0039321301634080309 -0.0031050310055345193 0.0074212803829824215
leaf_weight=64 53 85 60 79 59 66 88 103 269 1824 60 67 102
leaf_count=64 53 85 60 79 59 66 88 103 269 1824 60 67 102
internal_value=0 0.00399523 0.00378166 0.00392723 0.00150327 0.00383027 0.00422368 0.0044533 0.00419774 0.00447911 0.000573843 0.000670831 0.00603343
internal_weight=0 2915 2862 2802 306 227 2496 2344 2256 2093 163 152 161
internal_count=2979 2915 2862 2802 306 227 2496 2344 2256 2093 163 152 161
is_linear=0
shrinkage=0.16829


Tree=8019
num_leaves=23
num_cat=0
split_feature=1 2 3 151 147 1 11 3 3 15 1210 160 1 50 12 3 12 1455 1 12 1210 2
split_gain=0.249465 0.11615 0.126767 0.0877485 0.155566 0.114546 0.194484 0.313631 0.106827 0.0950609 0.07704 0.0762637 0.082222 0.124013 0.148038 0.0842585 0.0635362 0.0620356 0.0598586 0.0511241 0.0470498 0.0150462
threshold=0.15190500000000004 0.082165000000000016 -0.11266 0.067425000000000013 0.088295000000000012 0.083250000000000005 0.080320000000000016 -0.021559999999999996 0.13772500000000001 -0.14773499999999998 -0.076894999999999977 -0.23899999999999996 0.10123500000000001 0.08981500000000002 0.082595000000000016 -0.020759999999999997 0.088930000000000023 -0.091604999999999978 0.089535000000000017 0.096315000000000026 -0.08861999999999999 0.11002000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 9 7 -7 -9 -3 20 -4 13 14 -13 19 -16 -12 -15 -14 -11 -8
right_child=-2 3 11 -5 -6 6 21 8 -10 10 17 12 15 18 16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.011114377674674625 -0.0073394043834004771 0.0094374180575358159 0.009893360772342279 0.0079293862113013446 0.0096354800645441132 -0.011606762660065655 0.0077072967706952262 0.0025752921027991553 -0.0046312397545684265 0.0034182678759932346 -0.0031785380226813445 0.015089175780139354 0.0080126413503285136 -0.0024051282986255551 0.0017608032118356964 -0.0025831697943985775 0.0081942497992443537 0.002531734744678995 0.0041934390029589328 0.0010914026879018355 0.010576032773104415 0.0038087428884114862
leaf_weight=89 63 61 64 88 83 76 62 207 81 53 56 58 53 63 81 96 96 1267 101 72 53 56
leaf_count=89 63 61 64 88 83 76 62 207 81 53 56 58 53 63 81 96 96 1267 101 72 53 56
internal_value=0 0.00335578 0.00512686 0.00271609 0.00249197 0.0021904 -6.10451e-05 -0.00198945 0.000542217 0.00291992 0.00264045 0.00434516 0.00376954 0.00521316 0.00769378 0.00115505 0.00526028 0.00228867 0.00164767 0.00404038 0.0070141 0.00587236
internal_weight=0 2916 773 2143 2055 1972 482 364 288 1490 1429 684 620 399 235 221 177 1323 164 125 106 118
internal_count=2979 2916 773 2143 2055 1972 482 364 288 1490 1429 684 620 399 235 221 177 1323 164 125 106 118
is_linear=0
shrinkage=0.16829


Tree=8020
num_leaves=18
num_cat=0
split_feature=1 2 1446 1213 403 150 1204 0 3 1456 0 3 4 1 132 2 1204
split_gain=0.143896 0.181776 0.110598 0.106441 0.136242 0.0899954 0.0846135 0.103749 0.118178 0.119796 0.119206 0.0830161 0.142248 0.110895 0.0656743 0.0858849 0.0489882
threshold=0.15523500000000004 0.097005000000000022 0.084535000000000013 -0.10597999999999998 0.31343500000000007 0.11857000000000002 -0.0029899999999999996 0.048595000000000006 0.093925000000000022 -0.15322999999999998 -0.07847999999999998 -0.097199999999999995 -0.38384499999999994 0.10678000000000001 0.087360000000000007 0.14253500000000002 -0.085719999999999977
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 11 16 8 9 -8 -11 13 -13 -3 15 -14 -5
right_child=-2 2 -4 6 -6 -7 7 -9 -10 10 -12 12 14 -15 -16 -17 -18
leaf_value=0.015025186184120793 0.011823220673132422 -0.0051025879357366119 -0.006632848243106843 0.0032716742624601882 0.0038031587175470587 -0.0052175452259298682 -0.0044729051059331469 0.0094861574035787766 -0.0038964675813318553 0.0042982091646873973 0.00086625818519746951 0.01112754397983118 0.002120089949550341 0.0038781121302835665 0.0067692813410854735 -0.0042973887442367764 0.0098353963962170676
leaf_weight=53 52 99 52 52 74 55 56 70 70 1147 384 52 443 64 70 68 89
leaf_count=53 52 99 52 52 74 55 56 70 70 1147 384 52 443 64 70 68 89
internal_value=0 0.00287942 0.000895717 0.0037764 0.00850051 0.00135786 0.00345426 0.00312883 0.00285918 0.00315829 0.00343859 0.00181445 0.00268761 -0.0015654 0.00192913 0.00126258 0.00742747
internal_weight=0 2898 903 1995 127 851 1868 1727 1657 1587 1531 796 633 163 581 511 141
internal_count=2950 2898 903 1995 127 851 1868 1727 1657 1587 1531 796 633 163 581 511 141
is_linear=0
shrinkage=0.16829


Tree=8021
num_leaves=35
num_cat=0
split_feature=1 3 0 3 1 10 12 12 9 43 15 42 3 12 150 15 3 13 0 3 3 13 43 131 49 484 12 403 12 3 42 12 42 3
split_gain=5.51866 1.44492 0.503123 0.643358 0.345773 0.339066 0.335348 0.279987 0.267069 0.258841 0.297208 0.216512 0.215595 0.187241 0.17742 0.191039 0.212058 0.139754 0.117961 0.106959 0.174494 0.102125 0.0954732 0.134263 0.117871 0.0818607 0.15877 0.202903 0.145969 0.119187 0.0567149 0.046654 0.0442005 0.0225275
threshold=0.10123500000000001 -0.031895 -0.07700499999999999 0.088880000000000015 0.092900000000000024 -0.014199999999999999 0.085465000000000013 0.088845000000000021 -1.0000000180025095e-35 -0.082134999999999986 0.039965000000000007 0.09087000000000002 -0.097199999999999995 0.098785000000000012 0.085075000000000026 -0.094839999999999994 0.085880000000000012 -0.051009999999999993 -0.06612999999999998 -0.074234999999999982 0.084670000000000009 -0.066869999999999999 -0.03898999999999999 0.07635500000000002 0.088005000000000014 0.062930000000000014 0.084065000000000015 -0.0023749999999999999 0.084485000000000018 -0.094654999999999975 -0.013819999999999997 0.092165000000000011 0.097255000000000022 -0.084014999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 7 -3 -2 25 -7 10 12 13 -4 -8 15 16 -10 21 -13 33 -21 32 23 24 -9 26 27 -1 -27 -28 -24 -32 -11 -19
right_child=1 5 9 -5 -6 8 11 22 14 17 -12 18 -14 -15 -16 -17 -18 19 -20 20 -22 -23 30 -25 -26 28 29 -29 -30 -31 31 -33 -34 -35
leaf_value=0.0011347554128028092 0.00039280519286674658 7.8531504503714992e-05 0.00034090442991883339 0.00049683823148188172 0.00063720831870390745 0.00014042384135818983 0.00089877756357600934 0.00074118137899123178 0.00022162787564771635 0.00067675954759874421 0.000799443660294778 0.00068291549453772184 0.00062966364398421495 0.00064754653638281635 0.00026521731773989 0.00057218100172967126 0.00048330977434967831 0.00082526091538539625 0.00046972957697634707 0.00060248099911107108 0.00086904873752729876 0.0005670839245287241 0.00088998484445907214 0.00085861162617019123 0.00056010027081609959 0.00070295948277371843 0.0010105010944576618 0.00090489560976659243 0.00089813687059717433 0.00084345312755753396 0.00083471521528574646 0.00070392544984372162 0.00079075080270312554 0.00093202773085216046
leaf_weight=59 57 54 53 67 98 52 63 148 60 89 52 55 62 70 82 83 79 52 62 57 53 60 102 74 56 80 54 160 94 494 82 55 76 56
leaf_count=59 57 54 53 67 98 52 63 148 60 89 52 55 62 70 82 83 79 52 62 57 53 60 102 74 56 80 54 160 94 494 82 55 76 56
internal_value=0 0.000451378 0.00078426 0.000814763 0.00082843 0.000323017 0.000622689 0.000841258 0.000360003 0.000703044 0.000591309 0.000674962 0.00049689 0.000766816 0.000397446 0.000446129 0.000370607 0.000745086 0.000570246 0.000805568 0.000731238 0.00068633 0.000778946 0.000736216 0.000691646 0.000875456 0.000890577 0.000966982 0.000808603 0.000859978 0.0008285 0.000782466 0.000729478 0.000880948
internal_weight=0 717 2233 1623 1556 410 307 1458 356 610 167 250 115 133 304 222 139 443 117 218 110 225 517 278 204 941 767 219 174 548 239 137 165 108
internal_count=2950 717 2233 1623 1556 410 307 1458 356 610 167 250 115 133 304 222 139 443 117 218 110 225 517 278 204 941 767 219 174 548 239 137 165 108
is_linear=0
shrinkage=0.0032998


Tree=8022
num_leaves=14
num_cat=0
split_feature=14 3 0 52 49 11 40 42 150 42 49 16 403
split_gain=0.143087 0.177621 0.189837 0.166516 0.139723 0.136381 0.0817781 0.120536 0.0821168 0.0824719 0.141865 0.0530807 0.0615287
threshold=-0.13131999999999996 0.11269500000000002 -0.099704999999999974 -0.063199999999999992 -0.0061499999999999992 0.091055000000000011 -0.096604999999999983 0.109255 0.12068000000000002 0.10077000000000001 -0.15302999999999997 -0.082359999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 -1 -3 6 -2 8 9 10 -8 -9 -13
right_child=1 2 -4 -5 -6 -7 7 11 -10 -11 -12 12 -14
leaf_value=0.0025585459853406422 0.010010636485440457 -7.9807106897829527e-05 0.0045099836889900217 0.01546774969809849 -0.011721626410231306 -0.0040777672138711659 -0.0053366095153923303 -0.004626678543359678 0.0099371224588358734 0.0086694586078109384 0.0034662741625308266 0.0043174389549466416 -0.0023022077500247282
leaf_weight=58 52 55 75 56 63 71 53 63 57 83 2105 83 76
leaf_count=58 52 55 75 56 63 71 53 63 57 83 2105 83 76
internal_value=0 0.00282658 -0.00209639 0.00891567 -0.00631058 0.00318675 0.00338798 0.00325061 0.00361246 0.0034508 0.00324924 -0.000486942 0.00114203
internal_weight=0 2836 193 114 118 2643 2572 2520 2298 2241 2158 222 159
internal_count=2950 2836 193 114 118 2643 2572 2520 2298 2241 2158 222 159
is_linear=0
shrinkage=0.16829


Tree=8023
num_leaves=26
num_cat=0
split_feature=4 2 12 1 3 12 3 4 475 12 2 3 14 16 2 3 15 15 3 16 52 42 4 15 12
split_gain=6.19426 2.15748 1.12338 0.726454 0.430607 0.421173 0.283836 0.265221 0.245235 0.272176 0.227658 0.196527 0.176975 0.181789 0.187215 0.157635 0.156698 0.144401 0.142545 0.134488 0.119783 0.0842981 0.0721289 0.0599314 0.0575812
threshold=0.31392000000000003 0.14132000000000003 0.056995000000000011 0.10123500000000001 0.0066850000000000008 0.09253500000000002 -0.021559999999999996 0.0072100000000000003 -0.087429999999999994 0.083535000000000012 0.091465000000000005 0.093925000000000022 -0.10523499999999998 -0.49057499999999993 0.11248000000000001 -0.096099999999999977 -0.11124499999999998 -0.033234999999999994 -0.11372999999999998 -0.0042299999999999994 -0.072144999999999987 0.092175000000000021 -0.0058699999999999994 -0.076194999999999999 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 8 -1 11 -4 -10 15 22 -2 14 -14 -11 -7 20 -19 -20 23 -22 -8 -18 -12
right_child=12 -3 5 4 -6 16 7 -9 9 10 24 -13 13 -15 -16 -17 17 18 19 -21 21 -23 -24 -25 -26
leaf_value=0.00061347220053518709 0.00047596153171539253 0.00036467676467756257 0.00071846494978047393 0.00041590969845154937 0.00073261988570319926 0.0010111566612641132 0.00094578982335604886 0.0007073604636194887 0.0011304056164405712 0.0010929213620422403 0.00075305292672518404 0.00080039497371069915 0.00048633671112720847 0.00014236237411892227 0.00024813127113794783 0.00094278798380678739 0.00092924265633144855 0.00099858064599567297 0.00087569251597801093 0.0007277478327366232 0.00061880976708681616 0.00078220423522347351 0.0011197007134220406 0.00078067911660446203 0.00088185786282901624
leaf_weight=57 79 96 53 99 90 58 61 76 87 87 77 69 66 63 81 876 55 77 286 92 71 74 53 78 89
leaf_count=57 79 96 53 99 90 58 61 76 87 87 77 69 66 63 81 876 55 77 286 92 71 74 53 78 89
internal_value=0 0.000850985 0.000869172 0.000729335 0.00056691 0.000903436 0.00082637 0.000873088 0.000940927 0.000950595 0.000936707 0.000941722 0.000342119 0.000291601 0.00035532 0.000956388 0.000843243 0.000829908 0.00086673 0.000839778 0.000769517 0.00070244 0.00102695 0.00084238 0.000822323
internal_weight=0 2661 2565 505 189 2060 316 259 1269 1216 1129 183 289 210 147 963 791 733 455 378 278 145 114 133 166
internal_count=2950 2661 2565 505 189 2060 316 259 1269 1216 1129 183 289 210 147 963 791 733 455 378 278 145 114 133 166
is_linear=0
shrinkage=0.0032998


Tree=8024
num_leaves=33
num_cat=0
split_feature=1 52 47 124 2 3 2 52 3 12 12 3 401 12 2 42 3 156 159 3 3 52 0 1 3 52 3 3 2 12 133 133
split_gain=10.2595 1.75702 1.09127 0.923547 0.669678 0.630155 0.517687 0.437677 0.534536 0.376439 0.351676 0.262244 0.238812 0.268469 0.236342 0.209366 0.213406 0.189595 0.272462 0.207503 0.184818 0.161667 0.173422 0.152708 0.130649 0.128704 0.102845 0.067957 0.072484 0.0614216 0.11405 0.0432484
threshold=0.10749500000000002 -0.40011499999999994 0.084155000000000021 -0.048219999999999992 0.099845000000000003 -0.036264999999999992 0.13554000000000002 -0.51296999999999993 -0.094654999999999975 -0.041014999999999989 0.091290000000000024 -0.072649999999999978 0.078330000000000025 0.08598500000000002 0.11203000000000002 0.083120000000000013 -0.083154999999999993 0.091385000000000008 0.080875000000000016 0.088880000000000015 -0.0005399999999999999 0.089455000000000021 -0.10298499999999998 0.094165000000000013 -0.084854999999999986 -0.015824999999999995 -0.10175499999999998 -0.087794999999999998 0.090695000000000012 0.093670000000000017 0.50661500000000015 0.092425000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 23 10 -4 9 -6 -9 20 12 31 17 -14 -11 26 -17 18 19 -5 -3 22 -13 -1 -20 -8 -12 -28 -29 -18 -31 -10
right_child=1 2 5 4 7 -7 25 8 11 14 15 21 13 -15 -16 16 29 -19 24 -21 -22 -23 -24 -25 -26 -27 27 28 -30 30 -32 -33
leaf_value=0.00098133462158248551 0.0012149565986737014 0.00029412961981479553 0.0011122830214824384 0.001232633102003117 0.0012614277878271307 0.00065130772009875228 0.00019839801645933069 0.00069865847179469587 0.001247232739230712 0.00084917593973952423 0.0012947600992749236 0.00075958053117505223 0.0015337644049534644 0.001234875663434349 0.00057563409308065321 0.00087336853406758011 0.0011868405675441247 0.001362005096234896 0.00097149577026884519 0.0010138193674475873 0.00057444798629755248 0.0011014851017938699 0.0010138606618396184 0.0007310167351449624 0.0011674887768582118 0.00041776729553484468 0.001043998009563436 0.0012762338620098336 0.0011121507919600426 0.00099523051323795598 0.0011928213818312285 0.0011079546224912363
leaf_weight=55 55 52 57 845 91 76 53 54 62 63 80 52 57 83 79 55 76 86 79 52 52 80 72 55 77 67 54 62 68 96 52 53
leaf_count=55 55 52 57 845 91 76 53 54 62 63 80 52 57 83 79 55 76 86 79 52 52 80 72 55 77 67 54 62 68 96 52 53
internal_value=0 0.000654601 0.000592767 0.00115304 0.00116729 0.000849133 0.000499511 0.00105473 0.00100421 0.000586361 0.00119594 0.00105582 0.00122612 0.00135682 0.000697242 0.00112479 0.00106061 0.00121002 0.00119757 0.00121999 0.000434628 0.000983752 0.000907511 0.000856496 0.00106846 0.000321173 0.00119248 0.00114782 0.00119068 0.00110642 0.00106489 0.00118335
internal_weight=0 554 499 2396 2286 133 366 464 373 246 1822 319 1279 140 142 543 279 1139 1053 897 104 204 124 110 156 120 264 184 130 224 148 115
internal_count=2950 554 499 2396 2286 133 366 464 373 246 1822 319 1279 140 142 543 279 1139 1053 897 104 204 124 110 156 120 264 184 130 224 148 115
is_linear=0
shrinkage=0.0032998


Tree=8025
num_leaves=27
num_cat=0
split_feature=1 12 2 4 14 0 4 0 4 12 4 16 1 3 43 43 1 3 2 12 16 50 1429 16 3 4
split_gain=8.68524 1.79174 1.56872 1.08916 0.638582 0.858608 0.535864 0.41686 0.416888 0.866885 0.393188 0.411403 0.356582 0.251329 0.247898 0.231304 0.225536 0.186215 0.1823 0.168906 0.160722 0.147381 0.124574 0.109072 0.0606449 0.02265
threshold=0.10749500000000002 -0.042789999999999988 0.11203000000000002 0.043640000000000005 0.073890000000000011 -0.13165999999999997 -0.011369999999999998 -0.077574999999999991 -0.47860499999999995 0.08401500000000002 0.27998000000000006 -0.078829999999999983 0.13300500000000001 -0.07106999999999998 -0.0101 -0.079409999999999994 0.090195000000000011 -0.080884999999999985 0.14290000000000003 0.091545000000000015 0.41580500000000004 0.11028500000000001 0.084895000000000012 0.0077850000000000011 -0.082004999999999981 0.15164000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 14 4 5 16 -4 21 19 -10 11 17 15 -11 -3 -2 -1 -5 -8 -9 -13 22 23 -7 -23 -19
right_child=1 2 6 10 -6 7 18 8 9 13 -12 20 -14 -15 -16 -17 -18 25 -20 -21 -22 24 -24 -25 -26 -27
leaf_value=0.00074891789009658952 0.00014123824106121013 0.0006788945395090134 0.000634539166920994 0.00096200769027320499 0.0011538673450493873 0.00093531383288764634 0.00033750103651013875 0.0010737066603917723 0.00042341392633893306 0.00087171780935227177 0.00041909471638434628 0.00043254816232666339 1.8102198436241845e-05 0.00066814787242750818 0.00094907717646820885 0.0004438267674705715 0.00045065382916343509 0.00079884349990043998 9.8916930442817167e-05 0.00082906662170982169 0.00069005671586265017 0.00071901186611742635 0.0010938669262371839 0.00081551333061119231 0.00087657304120476428 0.00070217597870248622
leaf_weight=52 57 90 55 67 90 962 101 80 69 300 53 53 102 87 65 54 61 57 54 53 55 52 52 96 65 73
leaf_count=52 57 90 55 67 90 962 101 80 69 300 53 53 102 87 65 54 61 57 54 53 55 52 52 96 65 73
internal_value=0 0.000400051 0.000540439 0.000851182 0.000880985 0.000868235 0.000354282 0.00088564 0.000812967 0.000765198 0.000682999 0.000728743 0.000159315 0.000826045 0.000792424 0.000288761 0.00058822 0.000818873 0.000254609 0.000976483 0.000564013 0.000920496 0.000932444 0.000924477 0.000806847 0.000744832
internal_weight=0 578 365 2377 2019 1929 210 1816 589 456 358 305 213 387 155 111 113 197 155 133 108 1227 1110 1058 117 130
internal_count=2955 578 365 2377 2019 1929 210 1816 589 456 358 305 213 387 155 111 113 197 155 133 108 1227 1110 1058 117 130
is_linear=0
shrinkage=0.0032998


Tree=8026
num_leaves=34
num_cat=0
split_feature=1 1 16 1 457 2 51 2 16 0 43 131 14 16 51 15 16 43 43 2 43 159 403 43 42 42 0 2 456 150 16 15 42
split_gain=5.92143 1.13049 0.708158 0.648487 0.556137 0.414074 0.383784 0.261578 0.243923 0.23791 0.178539 0.256942 0.163164 0.157238 0.156122 0.150371 0.202746 0.239355 0.176779 0.126313 0.122955 0.0909925 0.0835135 0.0764606 0.0756345 0.115969 0.0668722 0.0586145 0.0569082 0.0581482 0.0433685 0.037905 0.0198674
threshold=0.10575500000000002 0.14547000000000002 0.12992000000000004 0.08864000000000001 0.048350000000000011 0.097005000000000022 0.10532000000000001 -0.046074999999999991 -0.10750499999999999 0.040570000000000002 -0.033049999999999989 0.082180000000000017 0.064610000000000015 -0.021919999999999999 -0.16980499999999998 -0.0044499999999999991 -0.00017499999999999997 0.064420000000000019 0.0046950000000000004 0.13966500000000001 -0.095964999999999981 0.094830000000000012 0.04851500000000001 -0.072074999999999986 0.097140000000000018 0.079335000000000003 -0.081294999999999992 0.10656 0.03981500000000001 0.089810000000000015 -0.0096749999999999978 -0.076194999999999999 0.090385000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 8 12 7 -2 -5 20 11 -10 15 26 -4 22 17 18 -17 21 -7 27 28 -18 25 31 -12 -9 29 -1 -30 -22 -13
right_child=1 -3 14 4 -6 9 -8 19 10 -11 13 32 -14 -15 -16 16 23 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29 30 -31 -32 -33 -34
leaf_value=0.00083280769758267183 0.00058572414190907155 9.1490543925626971e-05 0.00056960157379309505 0.0005232183306888128 0.00042010693828550274 0.00089074052062875398 0.0006491553186105829 0.00040301661158738628 0.00050779160417300595 0.00051610254123490092 0.00064559586457880167 0.00072227072673688043 0.0009841622892909881 0.00091904868533551154 0.00081743245329650156 0.00082701094921172657 0.0010777077778924352 0.0010091908491289471 0.0006287551922694683 0.0001950249054160083 0.00076097847939574352 0.00048900930213798541 0.00065327055528925496 0.00090372349505594811 0.00063823579864883079 0.00084824087031691521 0.00081400526987768674 0.00028415005081692044 0.00065422698220090096 0.00071251660327030346 0.00079347223498906069 0.00063942996789439956 0.00082153343333115822
leaf_weight=323 53 99 52 61 81 56 64 79 66 58 54 57 76 93 63 506 53 74 56 59 53 53 53 68 93 88 56 115 53 56 55 76 53
leaf_count=323 53 99 52 61 81 56 64 79 66 58 54 57 76 93 63 506 53 74 56 59 53 53 53 68 93 88 56 115 53 56 55 76 53
internal_value=0 0.00041599 0.000475638 0.000775341 0.000672427 0.000805159 0.000413014 0.000370818 0.000718797 0.000714437 0.000750182 0.000672133 0.00083315 0.000817677 0.000705676 0.000824274 0.000854783 0.000830862 0.000807319 0.000333481 0.000745771 0.000366411 0.000781439 0.000980223 0.000719469 0.000754121 0.000731652 0.000332736 0.000795315 0.000815127 0.000725465 0.000689642 0.000770418
internal_weight=0 637 538 2318 521 1797 423 359 440 424 379 176 1373 203 115 1297 757 636 562 306 366 247 540 121 310 217 110 194 487 379 108 129 110
internal_count=2955 637 538 2318 521 1797 423 359 440 424 379 176 1373 203 115 1297 757 636 562 306 366 247 540 121 310 217 110 194 487 379 108 129 110
is_linear=0
shrinkage=0.0032998


Tree=8027
num_leaves=25
num_cat=0
split_feature=4 1 150 16 1 39 4 50 131 11 4 1 4 4 4 1429 4 1208 49 3 3 4 16 16
split_gain=6.03703 1.56244 1.28498 0.440272 0.397388 0.294463 0.264002 0.201301 0.247462 0.190573 0.203359 0.183163 0.176351 0.188124 0.211811 0.152486 0.124945 0.0898375 0.084531 0.0836091 0.0715004 0.107273 0.0501472 0.00538032
threshold=0.31392000000000003 0.093435000000000004 1.0000000180025095e-35 0.41326000000000002 0.13130500000000003 0.08252000000000001 0.51395000000000002 0.091510000000000022 0.085925000000000015 1.0000000180025095e-35 -0.47860499999999995 0.10835000000000002 -0.15283499999999997 0.024470000000000002 0.056815000000000011 0.086095000000000019 -0.15283499999999997 0.08400500000000001 -0.083809999999999982 -0.071844999999999978 -0.13827999999999999 0.42642000000000008 0.62619000000000014 -0.069169999999999995
decision_type=2 2 2 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 20 7 -6 8 11 10 -1 -3 -12 15 -15 17 -11 -14 -4 -16 -2 -22 -5 -9
right_child=4 2 18 22 6 -7 -8 23 -10 16 12 -13 13 14 19 -17 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.00090948392943775798 0.00039429019595339315 0.00056756310221367696 0.00036250285404240299 0.00072513909169042866 0.00019513882294633938 0.00035972610108874772 -8.6563391674641875e-05 0.00068479942669019396 0.00069256749339984024 0.00074553882651523745 0.00051876787898873483 0.00030292336761892047 0.0007260367200499513 0.00045885997306868915 0.0007360336844245255 0.0008685692361653487 0.00097822703191510654 0.00058273935144398652 0.00020141037624489417 0.00059918584289318213 0.00014974929016011077 0.00035945544939489755 0.00086872970173146216 0.00074645490654050523
leaf_weight=58 61 61 61 61 80 66 66 61 70 53 53 55 1380 60 131 83 52 52 89 84 56 52 56 54
leaf_count=58 61 61 61 61 80 66 66 61 70 53 53 55 1380 60 131 83 52 52 89 84 56 52 56 54
internal_value=0 0.000677428 0.000534421 0.000617178 0.000193961 0.000560657 6.75527e-05 0.000604598 0.000536733 0.000722608 0.000714939 0.000442391 0.000708798 0.000714405 0.000634015 0.000728973 0.00086111 0.000720858 0.000267156 0.000682731 0.000302957 0.000251045 0.000794167 0.000714057
internal_weight=0 2640 634 484 315 367 146 301 186 2006 1901 116 1843 1790 275 1515 105 1432 150 215 169 108 117 115
internal_count=2955 2640 634 484 315 367 146 301 186 2006 1901 116 1843 1790 275 1515 105 1432 150 215 169 108 117 115
is_linear=0
shrinkage=0.0032998


Tree=8028
num_leaves=30
num_cat=0
split_feature=1 3 15 16 1 1 0 0 3 159 0 151 0 15 50 15 3 3 1212 15 13 42 0 3 0 15 15 42 1
split_gain=8.21156 1.91513 0.883395 0.517824 0.490978 0.416162 0.453729 0.366903 0.357212 0.351496 0.27466 0.246424 0.218453 0.313398 0.253936 0.227721 0.284938 0.173222 0.199263 0.156369 0.149185 0.180933 0.130163 0.127349 0.112882 0.101996 0.101963 0.0508641 0.0489258
threshold=0.10123500000000001 -0.053364999999999996 -0.2987999999999999 0.26411500000000004 0.13472500000000001 0.093435000000000004 -0.078809999999999977 -0.091399999999999995 -0.15288999999999997 0.078065000000000009 -0.071524999999999991 -0.039414999999999999 -0.09633499999999999 -0.14051999999999998 0.11028500000000001 0.083185000000000023 -0.079954999999999984 0.018975000000000002 0.0025400000000000002 -0.026469999999999997 -0.082644999999999982 0.08826500000000001 0.040570000000000002 -0.081184999999999993 -0.064179999999999973 0.087885000000000019 0.025430000000000005 0.088575000000000015 0.11253000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 10 -3 6 8 -7 -1 11 -2 -4 13 -10 20 16 -15 18 22 -13 21 -14 23 26 -25 -22 -8 -9 -5
right_child=1 2 9 28 -6 7 17 27 12 -11 -12 19 14 15 -16 -17 -18 -19 -20 -21 25 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=0.0012085259596308865 0.00074006036003974093 0.00041791091680480884 0.00039724433767872352 0.00097895924344904906 2.79234374795488e-05 0.00054287367829651859 0.00079497956870455753 0.00093095489962390738 0.0010778169661083445 0.00026050341915295733 0.00047896334881929523 0.00069331586380962378 0.00098806471862092197 0.00054447601289540058 0.00079564418903939685 0.00098012020478890102 0.00083304933116566942 0.0010206599072490115 0.00099332043920088878 0.00046841768861667762 0.00096730510642112388 0.0011545973365544343 0.00066592905548430237 0.00069588626776103963 0.00087143228187718869 0.00086199404839942372 0.00095796229372742446 0.000796124722588851 0.00082822522479609334
leaf_weight=57 89 55 92 52 98 60 81 59 59 66 89 99 340 54 94 63 127 53 64 53 429 94 75 119 64 141 97 79 53
leaf_count=57 89 55 92 52 98 60 81 59 59 66 89 99 340 54 94 63 127 53 64 53 429 94 75 119 64 141 97 79 53
internal_value=0 0.000504742 0.00037387 0.00071873 0.000168345 0.000905285 0.000919581 0.000759915 0.000950288 0.000475193 0.00060971 0.00053312 0.000939757 0.000860209 0.000961676 0.000807447 0.00074715 0.000838556 0.000819182 0.000615129 0.000977186 0.00102422 0.00079354 0.000819954 0.000757472 0.000941316 0.000883994 0.000854025 0.00090321
internal_weight=0 746 463 283 153 2209 2011 198 1458 310 178 244 1401 303 1098 244 181 553 500 152 1004 434 436 361 183 570 178 138 105
internal_count=2955 746 463 283 153 2209 2011 198 1458 310 178 244 1401 303 1098 244 181 553 500 152 1004 434 436 361 183 570 178 138 105
is_linear=0
shrinkage=0.0032998


Tree=8029
num_leaves=20
num_cat=0
split_feature=2 0 3 3 40 1208 0 3 15 13 1454 15 1425 401 49 49 9 159 15
split_gain=0.24883 0.178909 0.161161 0.215063 0.12101 0.128031 0.118219 0.113057 0.0965588 0.114642 0.0995638 0.132192 0.0917377 0.0867522 0.083511 0.156444 0.0781336 0.0699091 0.0872116
threshold=0.25063000000000007 -0.09633499999999999 -0.12711499999999995 -0.080914999999999987 -0.07334499999999998 0.096165000000000014 -0.14867499999999997 -0.15415499999999996 -0.44792999999999994 -0.082644999999999982 0.08141000000000001 0.085355000000000014 0.08252000000000001 0.080265000000000017 -0.05529499999999999 0.036605000000000006 -0.0083399999999999985 0.011235000000000002 -0.095584999999999989
decision_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 16 8 14 -1 -6 10 11 -10 13 -11 -5 -16 -3 18 -8
right_child=-2 4 3 6 5 -7 17 -9 9 12 -12 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=0.0038680807954124038 -0.0055462234030841488 0.0061502333995723437 -0.0054254838107905068 0.0062068866238185671 2.9128124835355055e-05 -0.00097372408629947855 0.0043664920895786895 0.014665750617582848 0.0080752468387591744 0.0065197008182005505 0.0021523347836334434 0.013763834907644565 0.013127828667837019 0.001824410022527895 -0.0054023982728537735 0.0057212845755631302 -0.0023872501821723575 0.0018444258186584911 0.011716586662793491
leaf_weight=56 56 54 88 56 55 58 100 55 378 1206 53 169 55 124 99 56 69 82 86
leaf_count=56 56 54 88 56 55 58 100 55 378 1206 53 169 55 124 99 56 69 82 86
internal_value=0 0.00576356 0.00336524 0.00221307 0.00649488 0.00679587 0.00362014 0.00923446 0.00701765 0.00721038 0.00916033 0.00983607 0.00636434 0.0060833 0.000630996 -0.00137193 0.00134631 0.00596684 0.00777458
internal_weight=0 2899 678 567 2221 2098 479 111 2040 1985 600 547 1385 1330 211 155 123 268 186
internal_count=2955 2899 678 567 2221 2098 479 111 2040 1985 600 547 1385 1330 211 155 123 268 186
is_linear=0
shrinkage=0.16829


Tree=8030
num_leaves=32
num_cat=0
split_feature=1 1 2 12 3 39 2 3 12 2 2 39 3 1 49 12 11 1429 15 15 52 133 42 133 12 2 1 133 50 52 52
split_gain=8.49508 1.72278 1.46481 1.39675 0.580338 0.83071 0.517242 0.441674 0.339021 0.307581 0.307256 0.275516 0.266873 0.227343 0.344425 0.244374 0.400526 0.202181 0.207084 0.192539 0.182127 0.0928896 0.091525 0.108675 0.0870381 0.0863182 0.0853008 0.0832124 0.0530556 0.111912 0.022147
threshold=0.11690500000000002 0.096035000000000023 0.17553000000000005 0.085845000000000019 0.30863500000000005 0.087735000000000021 0.10155500000000002 0.0043700000000000006 0.10082000000000001 0.11657500000000001 0.11018500000000002 0.084720000000000004 -0.082094999999999987 0.086115000000000011 -0.014479999999999998 0.091290000000000024 1.0000000180025095e-35 0.083870000000000014 -0.012569999999999998 -0.076194999999999999 0.30506000000000005 -0.0087799999999999979 -0.024804999999999997 0.070495000000000016 -0.081654999999999991 0.123795 0.080125000000000016 0.047685000000000005 0.08956500000000002 -0.072144999999999987 0.087580000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 7 5 9 13 11 12 -2 -9 -3 -5 15 -15 16 17 26 -19 -8 22 -16 30 -24 -7 27 -1 -21 29 -23 -17
right_child=2 3 -4 8 -6 24 19 10 -10 -11 -12 -13 -14 14 21 20 -18 18 -20 25 -22 28 23 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.0010470322437573746 0.00089846536751078145 0.00027405358902799333 -4.1516157252922408e-05 0.0011754810884499114 0.00024845718510531258 0.00046480415067578747 0.00098707788123372276 0.00092848889314938723 0.00076474932282353657 0.00059314762465708314 0.00057521655428854662 0.00058276603531782567 0.00088678481469385529 0.00070400522024325588 0.0010692396214577529 0.0010091600843801997 0.0013147000845619517 0.001031177123273121 0.0007506449931161392 0.00077364686124827551 0.00076943970572616448 0.0010295335524523805 0.00082811237139751386 0.0010065006279506316 0.00027651954256455982 0.0007053148161417672 0.001176415611807104 0.00092955012525291526 0.0010133149879988474 0.00084275176685016755 0.0011077595288554512
leaf_weight=769 74 52 62 81 72 53 99 53 69 72 56 82 64 59 96 77 62 68 52 79 52 56 69 91 57 65 65 80 88 107 56
leaf_count=769 74 52 62 81 72 53 99 53 69 72 56 82 64 59 96 77 62 68 52 79 52 56 69 91 57 65 65 80 88 107 56
internal_value=0 0.000946246 0.000423102 0.000762378 0.000511034 0.000584746 0.000986434 0.000590804 0.000957039 0.000748139 0.000747314 0.00046323 0.0010483 0.00100875 0.000939222 0.00102946 0.00105555 0.00103867 0.000909907 0.000864254 0.00095253 0.000979115 0.000984904 0.000929791 0.000367559 0.000809813 0.00105716 0.00085231 0.000944504 0.000907138 0.00105094
internal_weight=0 2547 390 457 328 256 2090 243 214 146 109 134 145 1767 406 1361 1016 954 120 323 345 347 293 160 110 224 834 159 251 163 133
internal_count=2937 2547 390 457 328 256 2090 243 214 146 109 134 145 1767 406 1361 1016 954 120 323 345 347 293 160 110 224 834 159 251 163 133
is_linear=0
shrinkage=0.0032998


Tree=8031
num_leaves=20
num_cat=0
split_feature=4 12 13 12 52 12 0 4 0 52 0 12 16 49 13 0 16 1429 47
split_gain=7.02367 2.49278 1.01412 0.627184 0.492366 0.412509 0.385651 0.379326 0.31513 0.198085 0.196939 0.228365 0.138296 0.102327 0.0953664 0.0856958 0.134603 0.0830987 0.0596823
threshold=0.31392000000000003 0.056995000000000011 -0.00027999999999999998 0.13936000000000001 -0.010394999999999998 -0.038859999999999992 -0.14920999999999998 -0.15615999999999999 -0.14820499999999998 -0.087604999999999988 -0.11991499999999998 0.09253500000000002 -0.4136149999999999 -0.083414999999999989 0.17888000000000001 -0.038724999999999989 -0.53117499999999984 0.083925000000000013 0.082465000000000024
decision_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 9 12 -3 -4 -9 -1 -8 13 -2 -12 18 16 -7 -15 -13
right_child=5 3 7 -5 -6 15 10 8 -10 -11 11 14 -14 17 -16 -17 -18 -19 -20
leaf_value=0.00066833115152742535 0.00043688334159257519 0.0013355434003002979 0.0011082925479404177 0.00070085259956856533 0.00083545239312391166 0.0006604798922042076 0.00085352118920067617 0.00098274324190243244 0.00071291306563557989 0.00043199955571299376 0.00094253369219687887 0.0010167093882178064 0.00023156344068000652 0.001105691453907426 0.0011411934108100845 0.00070853155167737163 0.00042868814549459222 0.0010090114335876631 0.00093005560454648953
leaf_weight=71 92 56 96 54 99 55 53 99 93 88 53 533 60 1030 62 52 57 117 117
leaf_count=71 92 56 96 54 99 55 53 99 93 88 53 533 60 1030 62 52 57 117 117
internal_value=0 0.00100148 0.000802824 0.00105374 0.000652123 0.000480485 0.00106315 0.000937705 0.000852228 0.000537753 0.00105537 0.00106094 0.000356068 0.00108912 0.00101341 0.000595584 0.000542829 0.00109586 0.00100117
internal_weight=0 2621 546 2075 258 316 2021 288 192 159 1965 1912 152 1200 712 164 112 1147 650
internal_count=2937 2621 546 2075 258 316 2021 288 192 159 1965 1912 152 1200 712 164 112 1147 650
is_linear=0
shrinkage=0.0032998


Tree=8032
num_leaves=13
num_cat=0
split_feature=4 14 16 149 13 1456 2 1429 1429 52 42 3
split_gain=0.228647 0.192837 0.175458 0.164167 0.137548 0.127844 0.0938132 0.107447 0.193031 0.0877771 0.0818082 0.0617034
threshold=0.31392000000000003 0.073890000000000011 -0.4136149999999999 0.077335000000000015 -0.15462999999999996 -0.092679999999999985 -0.054704999999999997 0.093835000000000016 0.084845000000000018 0.5140450000000002 0.092600000000000016 -0.081694999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -2 11 -7 8 9 -8 -6 -1
right_child=2 -3 -4 -5 10 6 7 -9 -10 -11 -12 -13
leaf_value=0.016315058389400339 0.011679375283558051 0.013855252574008922 -0.0040577694215699449 -0.0031421847328750628 0.0047177423978854742 0 0.0066254594236181416 0.013624278444171405 -0.0018139460555833835 0.00022052934462772985 -0.0032622212694374863 0.0080147533071015364
leaf_weight=52 55 97 102 52 103 68 2098 56 83 63 56 52
leaf_count=52 55 97 102 52 103 68 2098 56 83 63 56 52
internal_value=0 0.00647686 0.00167696 0.00619259 0.00441873 0.00638968 0.00613452 0.00631665 0.00613349 0.00643957 0.00189589 0.0121822
internal_weight=0 2621 316 2524 214 2472 2368 2300 2244 2161 159 104
internal_count=2937 2621 316 2524 214 2472 2368 2300 2244 2161 159 104
is_linear=0
shrinkage=0.16829


Tree=8033
num_leaves=21
num_cat=0
split_feature=4 40 13 0 15 13 15 16 0 16 13 160 12 15 150 12 47 15 159 16
split_gain=6.395 1.75848 0.93829 0.504184 0.505472 0.383493 0.268605 0.246265 0.293183 0.212927 0.177866 0.242827 0.161635 0.1569 0.152372 0.209125 0.149223 0.104812 0.0861525 0.018197
threshold=0.27998000000000006 -0.034699999999999988 -0.16392499999999996 -0.105195 -0.43091499999999999 -0.14022999999999999 -0.093074999999999977 -0.071704999999999991 -0.099704999999999974 -0.008454999999999999 -0.066869999999999999 -0.10994 -0.080929999999999988 -0.16749999999999998 0.083205000000000015 0.084485000000000018 0.10409500000000001 0.096015000000000017 0.10516000000000002 -0.11400999999999999
decision_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 13 18 -4 -1 14 9 -9 16 -12 -8 -2 15 19 -10 -17 -5 -7
right_child=3 2 5 4 -6 7 12 8 10 -11 11 -13 -14 -15 -16 17 -18 -19 -20 -21
leaf_value=0.00078320457039016762 0.00066018785170807593 0.0005951386916652928 0.0012104026823174243 0.00051369549559510358 8.4854889000088426e-05 0.0011557493224052364 0.0006187950192595216 0.00087613004262550537 0.00096288686242601454 0.00057566885130338997 0.0006589501898314322 0.00088794731189288613 0.00039208533481119561 0.00042227735825661706 0.00080060041947168032 0.00096453237957573427 0.00079278673539836706 0.00080691436490577275 0.00033120366591290942 0.0010609906667712874
leaf_weight=59 74 95 53 63 77 53 77 52 581 53 58 466 64 53 61 754 65 52 54 73
leaf_count=59 74 95 53 63 77 53 77 52 581 53 58 466 64 53 61 754 65 52 54 73
internal_value=0 0.000892954 0.000917596 0.000399243 0.000293052 0.00093078 0.000595101 0.00092423 0.000893503 0.000724804 0.000908613 0.000862668 0.000516141 0.00056118 0.000963647 0.000974281 0.000945826 0.000954407 0.00042977 0.00110113
internal_weight=0 2616 2416 321 194 2321 200 2268 1275 105 1170 524 141 127 993 932 646 806 117 126
internal_count=2937 2616 2416 321 194 2321 200 2268 1275 105 1170 524 141 127 993 932 646 806 117 126
is_linear=0
shrinkage=0.0032998


Tree=8034
num_leaves=20
num_cat=0
split_feature=1 11 0 1 484 1 0 1455 0 16 52 16 160 1210 1213 43 1212 475 1
split_gain=0.186911 0.111937 0.160231 0.136145 0.131584 0.158121 0.195039 0.126771 0.0922949 0.0896787 0.305276 0.0776317 0.0760642 0.0480076 0.0529997 0.0872257 0.065884 0.0468459 0.0390468
threshold=0.13662500000000002 0.081565000000000012 -0.105195 0.077375000000000013 -0.0048899999999999994 0.084775000000000003 -0.13843999999999998 0.091655000000000014 -0.11327499999999999 -0.33811499999999994 -0.069059999999999996 -0.116045 0.085700000000000012 -0.079004999999999978 -0.077179999999999985 -0.025079999999999995 -0.092064999999999994 -0.082824999999999982 0.090650000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 18 -6 9 8 -1 -7 -11 -2 17 -10 16 -16 -15 -8 -5
right_child=11 2 -4 4 5 6 12 -9 13 10 -12 -13 -14 14 15 -17 -18 -19 -20
leaf_value=0.012651828464334153 0.0035942840648545611 0.017217069189287698 0.0061542249363130339 0.0057558659674586459 -0.0054720595342223699 0.0042099637846975809 0.00096319887644844666 -0.00057647303225833661 0.0030298231036721629 0.0035977524887574369 -0.012940016462008597 -0.0034443555849224925 -0.00082381866496425665 0.0047356515915705577 0.0076920698742924901 0.0045903192627329984 0.012021799597364829 0.0062778613269942381 0.011235266872456297
leaf_weight=78 94 59 102 69 53 70 52 65 97 76 54 84 52 52 685 417 115 579 84
leaf_count=78 94 59 102 69 53 70 52 65 97 76 54 84 52 52 685 417 115 579 84
internal_value=0 0.00589973 0.0102195 0.00563134 0.00419283 0.00344175 0.00397881 0.00666829 0.00699564 -0.000635205 -0.00325796 0.000262586 0.00533255 0.00667136 0.00694829 0.00651999 0.00976382 0.00584273 0.00877591
internal_weight=0 2759 161 2598 1089 936 883 1509 1444 200 130 178 683 1366 1269 1102 167 631 153
internal_count=2937 2759 161 2598 1089 936 883 1509 1444 200 130 178 683 1366 1269 1102 167 631 153
is_linear=0
shrinkage=0.16829


Tree=8035
num_leaves=22
num_cat=0
split_feature=1 1 155 0 0 2 2 0 13 13 1 2 3 12 13 2 13 1 150 1 1
split_gain=0.244574 0.125198 0.162579 0.137188 0.119526 0.108655 0.142784 0.118067 0.183089 0.165301 0.100255 0.101851 0.121272 0.130892 0.0690025 0.0604842 0.0603509 0.0578453 0.0410372 0.0479443 0.0408748
threshold=0.13707500000000003 0.088830000000000006 0.099270000000000011 -0.15445999999999996 -0.056754999999999993 0.089945000000000011 0.10709500000000001 -0.05226999999999999 -0.0023899999999999993 -0.066634999999999986 0.085410000000000014 0.08154500000000002 -0.13392999999999997 0.083175000000000013 -0.17030499999999998 0.092645000000000019 0.032645000000000007 0.099440000000000014 0.088690000000000005 0.11869500000000001 0.087055000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -2 7 -7 8 9 17 11 -5 -13 15 -8 -14 -15 -3 19 -16 -12
right_child=4 2 -4 10 -6 6 14 -9 -10 -11 20 12 13 16 18 -17 -18 -19 -20 -21 -22
leaf_value=0.011792193678028627 0.0025931440903223259 0.0036804098651409623 0.010059730754176509 -0.0023334246235633999 -0.0064565485976348603 -0.0050214876254042655 0.0071735529810162488 -0.002016890168363262 0.011542232881821187 -0.0024757617018496395 0.013269379316547283 -0.0017385421867253149 0.014504649930518611 0.0045076610561750208 0.0046885435385063132 0.0070402885179965706 0.0081445951396831081 0.0090034811907933835 -0.0032402305390075567 -0.0013616557712771607 0.0071564955809563678
leaf_weight=95 82 164 89 54 83 103 64 77 98 100 54 70 60 1167 91 66 147 91 52 62 78
leaf_count=95 82 164 89 54 83 103 64 77 98 100 54 70 60 1167 91 66 147 91 52 62 78
internal_value=0 0.00471281 0.00319084 0.00555395 -0.00194824 0.00251109 0.000301193 0.0040588 0.0050955 0.00331078 0.00520346 0.00482527 0.00508247 0.00541529 0.00234592 0.010609 0.0049159 0.00558706 0.000829998 0.00222509 0.00967083
internal_weight=0 2782 991 1791 165 902 372 530 453 355 1696 1564 1510 1440 269 126 1314 255 205 153 132
internal_count=2947 2782 991 1791 165 902 372 530 453 355 1696 1564 1510 1440 269 126 1314 255 205 153 132
is_linear=0
shrinkage=0.16829


Tree=8036
num_leaves=20
num_cat=0
split_feature=4 0 49 16 4 15 51 130 1209 42 402 156 0 15 4 52 51 42 133
split_gain=0.169505 0.196569 0.223016 0.115592 0.0931323 0.174608 0.151904 0.0816264 0.0849286 0.122018 0.0816092 0.0783487 0.0649367 0.102899 0.0637522 0.0616028 0.0414798 0.0262933 0.0195334
threshold=0.27258000000000004 0.0062000000000000006 -0.0072349999999999992 -0.14669499999999996 0.028075000000000006 -0.055184999999999991 -0.17370999999999998 0.11530000000000001 0.087170000000000011 0.11382000000000002 -0.016959999999999999 -0.00054499999999999991 -0.10298499999999998 -0.46483499999999994 0.42642000000000008 0.013340000000000001 -0.086654999999999982 0.083595000000000017 0.056015000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 15 6 16 -5 8 9 11 -11 -8 14 -14 -4 -1 -6 -17 -10
right_child=1 -3 12 4 5 -7 7 -9 18 10 -12 -13 13 -15 -16 17 -18 -19 -20
leaf_value=0.010816400235162275 -0.0071236876458825359 -0.0093308684089946897 0.0030320152093854581 0.010585256633811276 0.0058543361558277794 -0.0079587647507853888 0.0080699873007377999 0.0100529077503982 0.0058023555259552407 0.0029916487376829034 -0.0057145951788305062 0.0033761380862420741 0.006503715549253471 -0.0036448031217426922 0.011012595022493517 0.0028533910725634078 0.00074098880723259093 0.0075763039169222867 0.010425885007187051
leaf_weight=100 62 53 57 97 81 53 108 57 54 55 68 1636 56 57 58 67 103 70 55
leaf_count=100 62 53 57 97 81 53 108 57 54 55 68 1636 56 57 58 67 103 70 55
internal_value=0 8.74881e-05 0.00181497 0.00407275 0.00371647 0.000543074 0.00406873 0.00375692 0.0035744 0.00330619 -0.00180695 0.00366784 0.00425354 0.00136865 0.00707263 0.00762343 0.00300174 0.00527967 0.00815181
internal_weight=0 343 290 2604 2367 237 2130 2033 1976 1867 123 1744 228 113 115 237 184 137 109
internal_count=2947 343 290 2604 2367 237 2130 2033 1976 1867 123 1744 228 113 115 237 184 137 109
is_linear=0
shrinkage=0.16829


Tree=8037
num_leaves=23
num_cat=0
split_feature=1 12 123 14 1 15 150 16 14 16 12 42 49 16 12 15 12 12 11 16 16 16
split_gain=10.1343 2.04487 1.12575 0.908121 0.892331 0.526368 0.642338 0.466839 0.299943 0.378132 0.257697 0.382008 0.349236 0.368575 0.208174 0.152601 0.206007 0.151681 0.143045 0.164671 0.0934654 0.0855405
threshold=0.10749500000000002 0.088365000000000013 0.081180000000000016 0.077140000000000014 0.13130500000000003 -0.26361999999999991 0.084800000000000014 -0.52334499999999984 -0.42227999999999993 -0.49057499999999993 0.078120000000000009 0.089975000000000013 0.082820000000000019 0.15273500000000004 -0.081654999999999991 0.043560000000000008 0.090285000000000018 0.098785000000000012 0.079700000000000007 0.11702000000000001 -0.0057949999999999989 -0.039209999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 7 17 8 14 -1 -2 -10 12 18 13 21 -7 20 -17 -3 19 -12 -13 -9
right_child=1 4 -4 -5 -6 6 -8 10 9 -11 11 15 -14 -15 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=0.00068472507533064414 0.00042589797762186612 0.0010505940313068913 0.000646527341268108 0.0013466599857614844 0.00044711195166950772 0.00078026310395964569 0.00024887279340308604 0.00064415652701845677 0.00033666208238283314 -4.5897098697453169e-05 0.0010515828347036293 0.00095458199580609267 0.001097189784675489 0.001046965760145883 0.00050968577187951339 0.0011270624454967795 0.00093583250293025858 0.00082157498803290684 0.0011991892079728978 0.00092198992480294528 0.00080282493295407136 0.0008152217146721024
leaf_weight=52 56 66 98 84 59 53 84 63 52 61 1151 80 77 61 78 85 247 65 67 123 113 72
leaf_count=52 56 66 98 84 59 53 84 63 52 61 1151 80 77 61 78 85 247 65 67 123 113 72
internal_value=0 0.00050506 0.000993817 0.00100876 0.000785219 0.000366347 0.000474815 0.000995791 0.000228148 0.000129836 0.00100334 0.00101735 0.000907443 0.00083272 0.000619425 0.000941224 0.000984898 0.000937228 0.00104712 0.0010391 0.000865912 0.000735652
internal_weight=0 574 2373 2275 190 384 215 2191 169 113 2139 1866 273 196 131 525 332 131 1341 1274 193 135
internal_count=2947 574 2373 2275 190 384 215 2191 169 113 2139 1866 273 196 131 525 332 131 1341 1274 193 135
is_linear=0
shrinkage=0.0032998


Tree=8038
num_leaves=18
num_cat=0
split_feature=3 403 2 150 16 14 41 13 51 3 0 51 49 3 13 0 49
split_gain=0.169857 0.120585 0.114195 0.18361 0.261445 0.0983241 0.133885 0.183131 0.0764607 0.080964 0.142246 0.0958776 0.0820037 0.0737688 0.0863344 0.0649192 0.0453847
threshold=0.3148450000000001 -0.53317999999999988 0.097005000000000022 0.082965000000000025 -0.082974999999999979 0.077140000000000014 0.077300000000000021 -0.10373499999999998 -0.21875499999999998 0.076825000000000018 -0.13843999999999998 -0.025499999999999998 1.0000000180025095e-35 -0.097829999999999986 0.098240000000000008 -0.11167499999999998 0.10363500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 8 -5 6 7 -3 16 10 -10 -12 -11 14 -9 -15 -4
right_child=-2 2 3 4 -6 -7 -8 13 9 12 11 -13 -14 15 -16 -17 -18
leaf_value=-0.0021225827642665789 -0.0032608541195290421 0.013850472829169912 0.011200188788718462 0.0032818065843111684 -0.011334164636426163 0.010687700185684185 -0.0037929236787542569 0.0134410435292763 -0.0058061114282584236 0.0029567851320755783 -0.0025953675995064249 0.0040931652793795544 0.011463245617659244 1.7575923293911222e-05 0.0049091121778205935 0.0044684553803628286 0.0042892590371829079
leaf_weight=90 96 62 54 80 61 79 52 55 60 77 73 352 56 100 89 1455 56
leaf_count=90 96 62 54 80 61 79 52 55 60 77 73 352 56 100 89 1455 56
internal_value=0 0.00392629 0.00412411 0.00252283 -0.00302867 0.00485864 0.00460365 0.00485261 0.00360052 0.00286825 0.00185438 0.00294008 0.00655196 0.0045232 0.00818031 0.00418338 0.00769823
internal_weight=0 2851 2761 869 141 1892 1813 1761 728 618 485 425 133 1699 144 1555 110
internal_count=2947 2851 2761 869 141 1892 1813 1761 728 618 485 425 133 1699 144 1555 110
is_linear=0
shrinkage=0.16829


Tree=8039
num_leaves=14
num_cat=0
split_feature=4 13 11 2 13 4 48 403 4 480 4 4 15
split_gain=0.128631 0.150726 0.143898 0.129095 0.1243 0.0956681 0.0878675 0.0849288 0.0714694 0.0672163 0.0868941 0.0887876 0.0904747
threshold=0.27258000000000004 -0.16392499999999996 0.079700000000000007 0.097110000000000016 -0.085684999999999997 0.41823000000000005 0.13224500000000003 -0.53317999999999988 0.51395000000000002 -1.0000000180025095e-35 -0.47860499999999995 -0.15504999999999997 0.12341000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 -3 -6 7 -1 -7 -9 -11 -12 -13
right_child=1 4 3 -5 5 8 -8 9 -10 10 11 12 -14
leaf_value=-0.0018372867817277165 0.0069122765523070657 -0.0090234167833933131 0.015141045362630015 0.0043899501112303835 -0.0051851570214557878 0.0050994484983656425 -0.0032157845489026943 -0.00090779752389806741 -0.0026166182494776328 0.0086307840885797727 -0.0021418412060436576 0.0034918521533982318 0.0097064233889483653
leaf_weight=86 71 54 55 76 69 97 59 92 52 98 76 1993 69
leaf_count=86 71 54 55 76 69 97 59 92 52 98 76 1993 69
internal_value=0 2.10043e-06 0.00347434 0.00891748 -0.00179505 0 0.00318528 0.00334247 0.00239454 0.00353459 0.00371817 0.00349215 0.00370068
internal_weight=0 343 2604 131 272 218 2473 2414 149 2328 2236 2138 2062
internal_count=2947 343 2604 131 272 218 2473 2414 149 2328 2236 2138 2062
is_linear=0
shrinkage=0.16829


Tree=8040
num_leaves=14
num_cat=0
split_feature=8 2 31 45 1213 400 0 48 157 42 12 0 12
split_gain=0.171891 0.141721 0.200303 0.0944391 0.100664 0.101195 0.0999791 0.194808 0.152567 0.115459 0.105493 0.0681973 0.0532957
threshold=0.08573500000000002 -1.0000000180025095e-35 -0.081774999999999973 1.0000000180025095e-35 0.088205000000000019 1.0000000180025095e-35 -0.050704999999999993 0.12879500000000002 -0.072739999999999985 0.098060000000000022 -0.10468499999999999 -0.079864999999999978 0.087915000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 10 -8 -10 -3 -4 -6
right_child=-2 3 11 -5 12 -7 8 -9 9 -11 -12 -13 -14
leaf_value=0.006269534363551107 0.012655373401176728 0.010011807022080946 -0.0018557908393798284 0.010378808259335287 0.011300596148205324 0.0095344999217125189 0.012321854730050791 -0.0078081940577907436 0.001653432338716045 0.010044939661038615 0.0023222940091537241 -0.010441804156517655 0.0048050248080753572
leaf_weight=56 53 52 53 52 59 63 71 53 209 60 2000 53 95
leaf_count=56 53 52 53 52 59 63 71 53 209 60 2000 53 95
internal_value=0 0.00297224 -0.00185604 0.00326111 0.00312139 0.00286377 0.00269115 0.00225718 0.00537267 0.00353182 0.00251803 -0.00616575 0.00730525
internal_weight=0 2876 162 2714 2662 2508 2445 2105 340 269 2052 106 154
internal_count=2929 2876 162 2714 2662 2508 2445 2105 340 269 2052 106 154
is_linear=0
shrinkage=0.16829


Tree=8041
num_leaves=21
num_cat=0
split_feature=2 2 9 13 13 43 13 43 2 393 1419 1456 52 13 52 14 1452 15 48 2
split_gain=0.105034 0.130024 0.14309 0.111298 0.1438 0.13411 0.111571 0.219205 0.134268 0.106341 0.113583 0.0974137 0.0965816 0.0931473 0.0746416 0.0662068 0.0642296 0.0609101 0.108071 0.017281
threshold=-0.14847999999999997 -1.0000000180025095e-35 -0.016839999999999997 -0.087404999999999997 -0.083849999999999994 -0.025879999999999997 -0.11760499999999999 -0.0017249999999999998 0.086865000000000012 0.10264500000000001 0.086660000000000015 0.046775000000000004 -0.015824999999999995 -0.090384999999999979 -0.07167999999999998 0.020750000000000005 0.091905000000000014 -1.0000000180025095e-35 0.086840000000000014 0.087355000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 11 14 13 -9 10 15 12 -5 19 -3 16 -6 18 -16 -8
right_child=1 3 -4 4 9 -7 7 8 -10 -11 -12 -13 -14 -15 17 -17 -18 -19 -20 -21
leaf_value=0.0088449102525738361 0.0018352047089233664 0.0090306951606822505 -0.0091346879027420901 0.0033763900139513179 0.0022562064670294982 0.013835905961126521 0.0029492444557123075 -0.0020654103791130363 -0.013517020957610558 0.0095054815128574593 0.0094357116180106455 -0.0011513808357465313 0.012438457020287917 -0.0022652006516094229 0.0087383522578172047 0.0078678692800604761 -0.0037370449038671332 -0.0028060012164663993 -0.0015356353418003415 0.0071509811509201729
leaf_weight=75 84 52 56 80 1677 62 58 65 53 64 65 55 58 86 62 58 52 56 54 57
leaf_count=75 84 52 56 80 1677 62 58 65 53 64 65 55 58 86 62 58 52 56 54 57
internal_value=0 0.00245477 -0.00253992 0.00271308 0.00325222 0.00701113 0.000554183 -0.00146332 -0.00722416 0.00275101 0.00251662 0.00480941 0.0071981 0.00190973 0.00343534 0.00226394 0.00207492 0.00173328 0.00394015 0.00504747
internal_weight=0 2854 140 2714 2171 255 543 319 118 1916 1852 193 138 201 224 1787 1729 172 116 115
internal_count=2929 2854 140 2714 2171 255 543 319 118 1916 1852 193 138 201 224 1787 1729 172 116 115
is_linear=0
shrinkage=0.16829


Tree=8042
num_leaves=23
num_cat=0
split_feature=1 4 123 2 2 13 12 0 1 14 12 2 4 16 1447 4 2 16 4 51 51 13
split_gain=17.558 2.1767 1.74478 1.55126 0.921296 0.660034 0.569355 0.453464 0.434134 0.313405 0.360042 0.293658 0.274555 0.227569 0.236471 0.212418 0.133778 0.123734 0.0972714 0.0892202 0.116142 0.0804034
threshold=0.10749500000000002 0.41315500000000005 1.0000000180025095e-35 0.10859000000000001 0.095850000000000005 -1.0000000180025095e-35 0.085075000000000026 -0.13955999999999996 0.12895500000000001 0.077140000000000014 0.056995000000000011 0.123795 -0.0083549999999999978 0.11160500000000002 -0.085709999999999995 0.054720000000000012 -0.0011799999999999998 -0.50472499999999987 -0.17568999999999999 -0.24168999999999999 0.010750000000000001 0.041960000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 9 -5 -2 -6 17 10 12 18 -1 14 -12 -16 -10 -3 21 -20 -21 -9
right_child=1 8 -4 5 7 -7 -8 11 16 -11 13 -13 -14 -15 15 -17 -18 -19 19 20 -22 -23
leaf_value=0.00082877377827441268 0.00060362499216796766 0.00026509708446056783 0.00066696726421005788 0.00022882909961954233 0.00075428257938547406 0.0006548186835459612 0.0010018375218148923 0.0010541280313051467 0.00022796337775979212 0.0013681969171962835 0.001331536473680689 0.00082395327642210416 0.0011091435085902994 0.00099056026001963508 0.0011665325488275575 0.00098218138694911613 2.0899120437502908e-05 0.00049389094723825732 0.00090841244806079402 0.0010899588960475034 0.00091539283321979156 0.0012381926643990091
leaf_weight=68 64 53 102 100 74 66 103 55 55 70 92 66 91 87 1162 75 90 52 56 236 54 58
leaf_count=68 64 53 102 100 74 66 103 55 55 70 92 66 91 87 1162 75 90 52 56 236 54 58
internal_value=0 0.000449949 0.00108992 0.000624708 0.00110913 0.000398411 0.00084944 0.000997887 0.000217028 0.00114962 0.00113989 0.00103216 0.000989459 0.00115675 0.0011676 0.00115538 9.96837e-05 0.00037874 0.00106202 0.00103353 0.00105757 0.00114892
internal_weight=0 583 2346 333 2244 166 167 599 250 1645 1575 525 159 1416 1329 1237 145 105 459 346 290 113
internal_count=2929 583 2346 333 2244 166 167 599 250 1645 1575 525 159 1416 1329 1237 145 105 459 346 290 113
is_linear=0
shrinkage=0.0032998


Tree=8043
num_leaves=14
num_cat=0
split_feature=45 3 15 15 11 52 3 16 4 0 0 51 16
split_gain=0.111313 0.0894363 0.0991152 0.121185 0.142229 0.164893 0.102874 0.136982 0.0945611 0.200467 0.201894 0.140078 0.0918306
threshold=0.08179500000000002 -0.24211499999999997 -0.26361999999999991 -0.14151499999999997 0.079225000000000004 -0.047784999999999987 -0.0013299999999999998 -0.40885499999999991 -0.37626499999999991 -0.00077999999999999999 -0.045139999999999993 -0.025904999999999994 -0.12653999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 12 8 -6 -3 -8 11 10 -10 -5 -4
right_child=-2 2 3 4 5 -7 7 -9 9 -11 -12 -13 -14
leaf_value=0.0092903752574208624 0.010518556515235112 0.0031482924886950376 0.01295885444975009 0.0017256467571024872 0.0028973575045599044 -0.0091410107577300399 0.0010955959812321795 -0.01053351057626371 0.002706280904117904 -0.0073089194171788623 0.013044956774488831 0.013890104155329626 0.0044334935782217354
leaf_weight=59 54 99 56 54 68 61 62 53 2097 55 55 54 102
leaf_count=59 54 99 56 54 68 61 62 53 2097 55 55 54 102
internal_value=0 0.00279352 0.00265676 0.00294324 0.00265009 -0.00278128 -0.000818108 -0.00424828 0.00295352 0.00271434 0.00297135 0.00782451 0.00746651
internal_weight=0 2875 2816 2602 2444 129 214 115 2315 2207 2152 108 158
internal_count=2929 2875 2816 2602 2444 129 214 115 2315 2207 2152 108 158
is_linear=0
shrinkage=0.16829


Tree=8044
num_leaves=25
num_cat=0
split_feature=15 12 148 15 12 0 48 15 14 12 0 0 0 12 48 0 0 123 12 0 133 402 12 12
split_gain=2.53276 0.973845 0.394169 0.41786 0.353552 0.478381 0.321132 0.290385 0.264956 0.222318 0.14145 0.115375 0.0948801 0.0994632 0.146792 0.182456 0.0773101 0.0717697 0.0693002 0.0464115 0.0404907 0.052614 0.0313853 0.10939
threshold=-0.26361999999999991 0.078120000000000009 -0.043434999999999994 0.0047550000000000005 0.096990000000000007 -0.09633499999999999 0.091125000000000025 -0.097794999999999979 -0.45687499999999998 -0.042789999999999988 -0.10594499999999998 -0.14104999999999998 -0.10339499999999999 0.084065000000000015 0.093225000000000016 0.027395000000000006 -0.011064999999999998 0.081630000000000022 -0.042789999999999988 -0.086274999999999977 0.096875000000000017 -0.040969999999999993 0.10156000000000001 0.108725
decision_type=2 2 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 6 11 -6 7 -4 -1 -10 -9 -3 -13 19 15 -15 20 -8 -12 -14 22 -22 -7 -24
right_child=1 4 3 -5 5 16 17 10 9 -11 18 12 13 14 -16 -17 -18 -19 -20 -21 21 -23 23 -25
leaf_value=0.00043604310057765308 0.00029033921634582057 0.00054353639327408664 0.0007186888917544963 0.00079248067127319309 0.00031541433971707823 0.00073691359751768372 0.00042730291608606493 0.00036902988517394011 8.0914000051744828e-05 0.00032224942641473364 0.00062407711198452529 0.00079395149108083191 0.00081665698457433018 0.00066233507606602848 0.0005250492412290197 0.00085749877837077825 0.00049933803462786882 0.00027473874683822398 0.00048825430722575003 0.00069252215871865887 0.00065367405058971767 0.00052849551296950989 0.00052585803199618937 0.00071564968028256222
leaf_weight=64 86 76 89 60 70 53 94 69 96 74 76 76 73 1151 82 56 60 55 99 72 76 81 59 82
leaf_count=64 86 76 89 60 70 53 94 69 96 74 76 76 73 1151 82 56 60 55 99 72 76 81 59 82
internal_value=0 0.000612827 0.000498782 0.000531791 0.000647459 0.000568614 0.000499267 0.000556454 0.000254664 0.000186173 0.000497133 0.000671349 0.000677759 0.000671576 0.000662135 0.000671419 0.000611652 0.000371224 0.000547442 0.000755261 0.000630751 0.000589316 0.000664102 0.000636483
internal_weight=0 2695 628 542 2067 481 482 333 234 170 244 1586 1510 1434 1289 1207 411 149 175 145 351 157 194 141
internal_count=2929 2695 628 542 2067 481 482 333 234 170 244 1586 1510 1434 1289 1207 411 149 175 145 351 157 194 141
is_linear=0
shrinkage=0.0032998


Tree=8045
num_leaves=28
num_cat=0
split_feature=2 9 3 9 2 4 3 4 132 133 150 15 160 42 49 3 3 15 2 150 133 158 15 42 2 4 51
split_gain=3.09307 1.27389 1.03333 0.527889 0.34931 0.312533 0.3034 0.191434 0.157436 0.163783 0.149567 0.154419 0.142305 0.139579 0.138658 0.1399 0.12975 0.128948 0.129393 0.118264 0.101255 0.0941441 0.0793086 0.0742855 0.0538829 0.034787 0.0179677
threshold=0.10615500000000001 -1.0000000180025095e-35 -0.036264999999999992 0.093040000000000012 0.16993500000000003 0.31392000000000003 -0.082234999999999989 0.053925000000000008 0.086775000000000005 -0.10066499999999999 0.094545000000000018 -0.072289999999999979 0.085865000000000011 -0.090304999999999983 -0.0084199999999999987 -0.080854999999999996 -0.11211999999999998 -0.063834999999999989 0.11917500000000002 0.083810000000000009 -0.16936499999999996 0.085110000000000005 -0.079149999999999984 -0.11272999999999998 0.12681500000000004 -0.069819999999999979 -0.086654999999999982
decision_type=2 2 2 2 2 2 2 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 6 10 17 8 12 9 20 11 24 14 23 -8 -16 -15 26 25 -14 -3 22 -9 -11 -4 -19 -2
right_child=2 3 4 -5 -6 -7 7 21 -10 13 -12 -13 19 16 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00021334217802973756 0.00065152121743077549 0.00069347325962344482 0.00030204007883302046 0.00029069127579172695 -2.3736863389393235e-05 0.00026505993818900917 0.00075595943152365357 0.00037283910921180098 0.00052778420518697494 0.00063765120863783578 0.00011985645477859743 0.00042611909119782206 0.00059455826539162818 0.00077868254703584321 0.00050427095242931675 0.00062681498163632101 0.00065850735168828246 0.0004580973901102003 0.00032881209064434971 0.00037777836027690998 0.0009045911231690668 0.00060082267869856717 0.00053192882933269961 0.00048896538669509571 0.00016875930599726126 0.00057783977816807351 0.0005592399822452965
leaf_weight=90 57 52 70 54 56 66 76 79 90 81 63 74 60 121 126 605 616 53 56 53 52 62 64 73 66 64 55
leaf_count=90 57 52 70 54 56 66 76 79 90 81 63 74 60 121 126 605 616 53 56 53 52 62 64 73 66 64 55
internal_value=0 0.000598949 0.000346148 0.000614262 0.000213088 0.000470768 0.000622153 0.000583916 0.000661766 0.00067385 0.000261796 0.00030421 0.000604403 0.000659159 0.000619931 0.000605741 0.000678285 0.000518281 0.000460953 0.000493195 0.000799371 0.000491801 0.000444286 0.000567399 0.000237619 0.000523899 0.000606519
internal_weight=0 2354 680 2264 329 351 2210 1125 1085 995 273 210 920 891 807 731 737 285 173 113 104 205 143 154 136 117 112
internal_count=3034 2354 680 2264 329 351 2210 1125 1085 995 273 210 920 891 807 731 737 285 173 113 104 205 143 154 136 117 112
is_linear=0
shrinkage=0.0032998


Tree=8046
num_leaves=24
num_cat=0
split_feature=1 2 16 1 2 2 14 3 3 3 2 3 2 160 1 3 15 3 156 16 1 2 50
split_gain=4.86081 1.14128 0.559157 0.413461 0.69353 0.348069 0.273928 0.253483 0.197981 0.19357 0.248248 0.151888 0.149827 0.13352 0.12532 0.132702 0.116047 0.103553 0.102188 0.0732366 0.036333 0.0287913 0.019775
threshold=0.10290000000000001 0.25063000000000007 0.51041000000000014 0.12381000000000002 0.10556500000000001 0.12414000000000001 0.064610000000000015 0.093925000000000022 -0.020049999999999995 -0.15288999999999997 0.087765000000000024 -0.021559999999999996 0.088245000000000004 -0.068619999999999987 0.093435000000000004 -0.092109999999999984 -1.0000000180025095e-35 0.12955000000000003 0.081990000000000021 -0.088824999999999987 0.11253000000000001 0.095965000000000009 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
left_child=5 2 3 4 8 6 7 9 20 -1 14 -6 -12 -5 15 -11 -4 -15 -14 -13 -2 -9 -16
right_child=1 -3 16 13 11 -7 -8 21 -10 10 12 19 18 17 22 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00048574228644816196 0.0007012122107553575 -8.8893101864606245e-05 0.00049265902132118516 0.00036522267993471114 0.00013613243084499162 0.00042264488276484794 0.00083845553774443838 0.00043489688994016387 0.00040396404418661344 0.00082198610425729271 0.00046730750261735841 0.00041726477121856501 0.0006239955079464577 0.00010039612721403189 0.0005799704285974149 0.00070049633102787004 0.00070890065807905668 0.0002734104524908861 0.00073641507733240223 0.00024643878404804608 0.00057566579382055708 0.0005495235187419795 0.00066218073577764059
leaf_weight=69 58 61 59 54 65 71 90 53 60 117 62 60 768 90 93 756 53 66 104 53 54 53 65
leaf_count=69 58 61 59 54 65 71 90 53 60 117 62 60 768 90 93 756 53 66 104 53 54 53 65
internal_value=0 0.000342805 0.000382044 0.000339329 0.000408903 0.000651483 0.000658753 0.000651179 0.000558515 0.000659429 0.00066551 0.000264136 0.000626188 0.000223206 0.000701098 0.000716819 0.000595302 0.00017382 0.000637444 0.000337455 0.000640995 0.000492543 0.000614014
internal_weight=0 733 672 560 350 2301 2230 2140 172 2034 1965 178 934 210 1031 873 112 156 872 113 112 106 158
internal_count=3034 733 672 560 350 2301 2230 2140 172 2034 1965 178 934 210 1031 873 112 156 872 113 112 106 158
is_linear=0
shrinkage=0.0032998


Tree=8047
num_leaves=22
num_cat=0
split_feature=2 10 0 0 15 2 9 4 12 15 133 0 1447 1186 1446 0 159 4 4 0 2
split_gain=0.330673 0.216556 0.170856 0.216135 0.249139 0.161211 0.148368 0.134817 0.131454 0.277553 0.109413 0.181758 0.0883606 0.0777221 0.0830161 0.0722516 0.0711208 0.0704416 0.0439437 0.0316445 0.0276796
threshold=0.10615500000000001 0.057650000000000007 0.12366000000000001 -0.074679999999999983 -0.10763999999999999 -0.046074999999999991 -1.0000000180025095e-35 0.2642250000000001 0.083535000000000012 0.084685000000000024 -1.0000000180025095e-35 -0.085754999999999984 -0.085804999999999979 -0.086894999999999986 0.083705000000000016 -0.15270499999999995 0.083310000000000009 -0.040394999999999993 0.056815000000000011 -0.14015999999999998 0.11835000000000002
decision_type=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 15 -1 -7 19 9 10 -8 -12 -10 -14 -15 -2 17 20 -19 -6 -5
right_child=2 -3 -4 16 7 6 8 -9 12 -11 11 -13 13 14 -16 -17 -18 18 -20 -21 -22
leaf_value=0.012581835426179012 -0.001447770130164812 -0.0040039374099879524 -0.0089070558821229256 0.0057793783244738635 -0.006940133355088079 -0.0033763485601398641 0.011771004798151685 0.00020416778632419079 -0.00091714102256865854 0.018904027521090747 0.0009984073237645772 0.010195972070649076 0.010391915094204592 0.0038631254392423806 0.0086302842774947566 0.0067369136804680176 -0.00073645088772818321 -0.00085196805015006144 0.0050344699437097681 -0.01277113177900727 0.011126926884203768
leaf_weight=73 52 82 53 59 52 65 69 54 92 53 174 94 60 1480 112 73 72 57 95 58 55
leaf_count=73 52 82 53 59 52 65 69 54 92 53 174 94 60 1480 112 73 72 57 95 58 55
internal_value=0 0.00448058 0.000264571 0.00104271 -0.00233245 0.00478759 0.00452803 -0.00664992 0.00476963 0.00756833 0.00578023 0.00423112 0.00414275 0.00442562 0.00419963 0.00331771 0.00393388 0.00520479 0.00281524 -0.010031 0.0083751
internal_weight=0 2354 680 627 289 2272 2199 164 2134 390 337 268 1744 1652 1592 125 338 266 152 110 114
internal_count=3034 2354 680 627 289 2272 2199 164 2134 390 337 268 1744 1652 1592 125 338 266 152 110 114
is_linear=0
shrinkage=0.16829


Tree=8048
num_leaves=24
num_cat=0
split_feature=1 3 14 3 3 12 12 39 1 0 43 3 0 0 0 16 16 1 12 3 3 481 0
split_gain=10.4868 2.01267 0.998463 0.767248 0.60677 0.398292 0.542551 0.394667 0.36454 0.338194 0.294604 0.364583 0.275864 0.268733 0.253802 0.222071 0.217902 0.275812 0.15889 0.12118 0.0832458 0.0719647 0.0575634
threshold=0.10290000000000001 -0.053364999999999996 0.064610000000000015 0.30863500000000005 0.093925000000000022 0.10595000000000002 0.088965000000000002 0.089155000000000012 0.09803000000000002 -0.099704999999999974 -0.028184999999999998 -0.092109999999999984 -0.045139999999999993 -0.096444999999999989 -0.05937499999999999 -0.12080999999999999 -0.018754999999999997 1.0000000180025095e-35 0.095295000000000019 -0.082234999999999989 -0.063569999999999974 -0.048929999999999994 -0.17862999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 7 8 6 -2 13 10 -6 12 -12 20 22 -9 -5 19 -18 -8 -13 21 -1 -3
right_child=1 3 -4 15 9 -7 18 14 -10 -11 11 16 -14 -15 -16 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.0010390862957420401 0.00052809776298597415 0.00036502975874353345 0.001308945558438942 0.00030493047955133752 0.00053576090492991131 0.00054328237946696118 0.0010716577228838868 0.00021163883419569838 0.0007348801500909267 0.00090094536121976699 0.001211447898521847 0.0010297897581882463 0.00073015046374716246 0.00069495240157701023 0.00049663236644336491 2.2120672733946703e-05 0.0010079147947122198 0.0012910337491473945 0.00083827064228744177 0.00093276527786895777 0.00083045680630599455 0.00094785165948765187 0.00052337978658134252
leaf_weight=116 52 52 90 57 57 83 52 84 73 55 97 228 67 87 58 65 118 57 90 417 63 863 53
leaf_count=116 52 52 90 57 57 83 52 84 73 55 97 228 67 87 58 65 118 57 90 417 63 863 53
internal_value=0 0.00051386 0.000967198 0.000378935 0.000953271 0.000735848 0.000818052 0.000460793 0.000965946 0.000715407 0.000974254 0.00101846 0.000937669 0.000558604 0.000328293 0.000154542 0.00099559 0.00110033 0.000923984 0.000967117 0.000950978 0.000958698 0.000445294
internal_weight=0 733 2301 456 2211 277 194 334 2099 112 2026 917 1109 192 142 122 820 175 142 645 1042 979 105
internal_count=3034 733 2301 456 2211 277 194 334 2099 112 2026 917 1109 192 142 122 820 175 142 645 1042 979 105
is_linear=0
shrinkage=0.0032998


Tree=8049
num_leaves=22
num_cat=0
split_feature=4 3 39 2 14 3 3 4 48 16 4 4 16 51 16 4 13 16 3 13 13
split_gain=7.20427 2.64127 1.59297 0.652374 0.649732 0.59029 0.419932 0.334264 0.319355 0.270417 0.256046 0.248292 0.24493 0.190382 0.18595 0.15296 0.143171 0.141527 0.15046 0.0325957 0.0303703
threshold=0.31392000000000003 0.28833000000000003 0.08456000000000001 0.10510500000000002 0.073890000000000011 -0.049204999999999992 -0.13827999999999999 0.053925000000000008 0.092600000000000016 -0.49353499999999995 0.51395000000000002 0.41939500000000002 -0.005239999999999999 0.116525 -0.33811499999999994 -0.0048949999999999992 -0.011809999999999999 0.31497000000000003 -0.081864999999999979 -0.073514999999999983 0.0083850000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 17 -2 12 16 11 -11 -8 13 -1 -9 -14 -4 18 -5 -16 -19
right_child=6 -3 8 5 -6 -7 9 14 -10 10 -12 -13 15 -15 19 -17 -18 20 -20 -21 -22
leaf_value=0.00099543112003960821 0.00058501442900336757 0.00027158051088154844 0.00084045050228202356 0.00066549851135028779 0.0012443607127464696 0.00056804909817104881 0.00026004325055279678 0.00094441435972009917 0.00043884164567665584 0.00032887210165953026 3.2382312816924974e-05 0.0005714043138595903 0.00087386990591166328 0.00080906625077003635 0.00079500824297980776 0.0010269037232543974 0.00062267186925450235 0.0010140951906471684 0.00089236454487566117 0.00067895930681611508 0.00090463986257838626
leaf_weight=1210 77 72 62 53 84 87 54 78 65 74 56 59 433 65 58 89 75 67 87 63 66
leaf_count=1210 77 72 62 53 84 87 54 78 65 74 56 59 433 65 58 89 75 67 87 63 66
internal_value=0 0.000895853 0.000912852 0.000936196 0.000958732 0.000805886 0.000372163 0.000946694 0.00063071 0.000304571 0.000201424 0.000422924 0.000961017 0.000985958 0.000817184 0.000900029 0.000721486 0.000881551 0.000806731 0.000734877 0.000960044
internal_weight=0 2714 2642 2440 2080 360 320 1996 202 243 130 113 1797 1275 199 522 137 273 140 121 133
internal_count=3034 2714 2642 2440 2080 360 320 1996 202 243 130 113 1797 1275 199 522 137 273 140 121 133
is_linear=0
shrinkage=0.0032998


Tree=8050
num_leaves=24
num_cat=0
split_feature=1 3 157 9 49 48 3 1 1443 403 2 2 2 2 2 133 3 43 3 3 42 1 3
split_gain=0.19058 0.197335 0.19305 0.11215 0.0898271 0.0969248 0.0910271 0.138529 0.125473 0.0929209 0.0983673 0.115471 0.0866768 0.0833336 0.0776466 0.0738909 0.0736563 0.0705623 0.0697837 0.172494 0.0676702 0.0579811 0.0545299
threshold=0.10749500000000002 -0.15288999999999997 -0.073359999999999995 0.084755000000000011 -0.012224999999999998 0.091045000000000015 -0.024819999999999998 0.087305000000000008 1.0000000180025095e-35 -0.51745999999999992 0.090215000000000004 0.086365000000000011 1.0000000180025095e-35 0.086325000000000013 -0.026084999999999994 0.40658000000000005 -0.049739999999999993 -0.00088499999999999983 0.076825000000000018 0.15217000000000003 0.086245000000000002 1.0000000180025095e-35 -0.11372999999999998
decision_type=2 2 2 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 13 8 21 9 15 11 -11 14 -1 -4 -6 -16 20 -14 -20 -15 -8 -12
right_child=1 2 12 -5 6 -7 7 -9 -10 10 22 -13 18 17 16 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.013996960773133576 0.01055958743688221 -0.0082424120676312142 -0.0010122633403687933 0.01188699236083799 -0.0034307602679007555 0.00096931851691161241 0.00059179038250756254 -0.0047759417652052756 -0.0035343684103341017 0.0044021613777441163 0.0064292156757354505 0.0082835509402487423 -0.004345861975938726 0.0051989782766235799 0.0026618161759477017 0.0043295554596566423 0.010978841325117703 0.0019819472554647661 0.0085106213531771936 -0.0030234538940521432 0.013180673981437779 0.0079002227573072067 0.002257782111446931
leaf_weight=56 53 73 61 53 76 66 68 88 60 662 108 326 101 66 70 64 54 64 59 97 57 57 518
leaf_count=56 53 73 61 53 76 66 68 88 60 662 108 326 101 66 70 64 54 64 59 97 57 57 518
internal_value=0 0.000780848 -0.000222019 0.00421447 0.00403963 0.00671931 0.00363025 0.000329914 0.00401678 0.00427611 0.00463689 0.00568468 0.00109855 0.00827364 0.00387804 0.00010398 0.00629824 0.0065501 -0.000895255 0.00132728 0.00891242 0.00393881 0.00298032
internal_weight=0 568 515 2389 2336 309 2027 213 1814 1754 1614 988 442 243 185 140 124 187 257 156 123 125 626
internal_count=2957 568 515 2389 2336 309 2027 213 1814 1754 1614 988 442 243 185 140 124 187 257 156 123 125 626
is_linear=0
shrinkage=0.16829


Tree=8051
num_leaves=12
num_cat=0
split_feature=15 15 1452 148 34 376 1455 50 2 3 13
split_gain=0.147614 0.209397 0.121613 0.121126 0.0993041 0.0829457 0.0812954 0.0711959 0.0865335 0.0463647 0.0455856
threshold=-0.26361999999999991 -0.46772999999999992 0.093915000000000012 -0.089829999999999979 -0.016844999999999995 0.084125000000000019 -0.088759999999999992 -0.241615 0.093765000000000015 0.0025650000000000004 -0.057284999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -2 -5 6 -6 -8 -9 -1 -3
right_child=2 10 -4 4 5 -7 7 8 -10 -11 -12
leaf_value=0.00056555150514604573 -0.0043948879953015722 -0.0024843469310108944 -0.0037155643776516575 0.0094559580519303753 -0.001519943010312398 -0.0025572430101321276 0.0090201730533773002 0.0043548636112085313 0.0021612017404892491 0.0075800045458005918 -0.0092041907295850357
leaf_weight=53 54 54 68 81 84 63 72 1544 766 55 63
leaf_count=53 54 54 68 81 84 63 72 1544 766 55 63
internal_value=0 -0.00117932 0.00329949 0.00347923 0.00364283 0.00345594 0.00361029 0.00379195 0.00362822 0.00415436 -0.00611808
internal_weight=0 225 2732 2664 2610 2529 2466 2382 2310 108 117
internal_count=2957 225 2732 2664 2610 2529 2466 2382 2310 108 117
is_linear=0
shrinkage=0.16829


Tree=8052
num_leaves=16
num_cat=0
split_feature=4 9 15 11 157 150 42 3 1 1446 42 1 1453 51 0
split_gain=0.116895 0.120571 0.110828 0.108778 0.106471 0.0971193 0.131579 0.064001 0.165948 0.060956 0.0655955 0.062445 0.150479 0.150275 0.02196
threshold=0.31392000000000003 0.037245000000000007 -0.46772999999999992 0.089795000000000014 -0.15081499999999998 0.097540000000000016 0.086510000000000017 -0.14954999999999999 0.084675000000000014 0.088585000000000011 0.088185000000000013 0.080320000000000016 -0.057839999999999996 0.10532000000000001 -0.091829999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 4 -1 6 -4 8 -6 11 -11 12 -9 -13 -2
right_child=2 -3 5 -5 7 -7 -8 9 -10 10 -12 13 -14 -15 -16
leaf_value=-0.0032175638805349545 0.0013940172644120487 0.010561427624993456 -0.0084838250031574122 0.0098732366819545246 -0.0068977139892819521 0.0032752535521214294 0.0018758650089499463 -0.0044863814388342218 0.0058957914286124234 0.010291335283761799 0.0027651490697658803 0.00068242939851441929 0.003732340758097424 0.008474120996907258 0.0063154772646860169
leaf_weight=89 53 56 103 58 64 54 52 66 52 64 69 701 1346 78 52
leaf_count=89 53 56 103 58 64 54 52 66 52 64 69 701 1346 78 52
internal_value=0 0.002825 -0.00060494 0.00265684 0.00249063 -0.00285087 -0.00499673 0.00269957 -0.00114721 0.00289235 0.00640028 0.00267859 0.00334691 0.00146491 0.00384842
internal_weight=0 2643 314 2587 2529 209 155 2440 116 2324 133 2191 1412 779 105
internal_count=2957 2643 314 2587 2529 209 155 2440 116 2324 133 2191 1412 779 105
is_linear=0
shrinkage=0.16829


Tree=8053
num_leaves=12
num_cat=0
split_feature=12 52 9 11 1 13 9 1 1452 49 0
split_gain=0.121649 0.130197 0.0954924 0.0821353 0.0810841 0.0838811 0.122582 0.0743073 0.0701048 0.060594 0.0406626
threshold=0.11296000000000002 0.090675000000000019 -0.08577499999999999 0.091445000000000012 0.14720000000000003 -0.17030499999999998 1.0000000180025095e-35 0.087720000000000006 0.093915000000000012 0.0033550000000000003 -0.105195
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 -1 4 5 10 8 -2 9 -7 -4
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 -12
leaf_value=-0.0045415448784553681 -0.0014680891528680939 0.0039237096030848269 0.00045183536315550202 0.00891711262593862 0.0089258418421052539 0.0028054929780360963 0.0095848397216668144 -0.0099009898481139426 -0.0033960604348820802 0.00068572656489952961 -0.0056049679410694825
leaf_weight=56 64 65 78 55 52 1869 66 56 61 483 52
leaf_count=56 64 65 78 55 52 1869 66 56 61 483 52
internal_value=0 -0.00212634 0.00232603 0.00246829 0.00233432 0.00220226 0.0024211 -0.00541841 0.00222441 0.00237095 -0.00195707
internal_weight=0 185 2772 2716 2661 2609 2479 120 2413 2352 130
internal_count=2957 185 2772 2716 2661 2609 2479 120 2413 2352 130
is_linear=0
shrinkage=0.16829


Tree=8054
num_leaves=10
num_cat=0
split_feature=41 9 14 40 51 2 150 4 4
split_gain=0.13803 0.226239 0.107516 0.0756567 0.070261 0.0735814 0.0743875 0.0608659 0.0553846
threshold=0.080335000000000018 0.085555000000000006 -0.24790499999999996 0.0023950000000000004 0.22855500000000004 0.15616000000000005 0.11398500000000002 0.074650000000000008 0.31392000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -2 -4
right_child=7 -3 3 -5 -6 -7 -8 -9 -10
leaf_value=-0.0043559850872606845 0.0040495271549152662 -0.0087627839310780269 0.0019540647773099843 -0.0040889991833232119 -0.0038907308854845535 0.0076799950715466221 0.0066030547074123922 0.011556673590833819 -0.0022696232761435951
leaf_weight=81 77 60 2320 59 56 66 95 52 91
leaf_count=81 77 60 2320 59 56 66 95 52 91
internal_value=0 0.00145613 0.00167829 0.00186086 0.00199512 0.00212397 0.00197693 0.00708959 0.0017939
internal_weight=0 2828 2768 2687 2628 2572 2506 129 2411
internal_count=2957 2828 2768 2687 2628 2572 2506 129 2411
is_linear=0
shrinkage=0.16829


Tree=8055
num_leaves=21
num_cat=0
split_feature=15 3 39 14 52 151 3 12 15 14 3 11 12 3 49 12 51 480 3 3
split_gain=7.70197 2.83549 1.91068 0.643255 0.540381 0.506427 0.494764 0.459276 0.398408 0.327847 0.504166 0.207468 0.202465 0.632312 0.152524 0.119171 0.101097 0.0713937 0.0712842 0.0516271
threshold=-0.26361999999999991 0.10766000000000002 0.0039300000000000003 -0.41992499999999994 0.0035300000000000006 -1.0000000180025095e-35 0.30863500000000005 0.093125000000000013 -0.088349999999999998 0.080670000000000006 -0.15963499999999997 0.089795000000000014 0.056995000000000011 -0.0024599999999999995 0.12266500000000001 -0.085549999999999973 0.096130000000000007 -0.060589999999999998 0.12955000000000003 -0.069909999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 -1 -5 8 18 9 -4 10 -2 14 13 -12 16 -7 19 -14 -3 -9
right_child=1 6 5 4 -6 15 -8 11 -10 -11 12 -13 17 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00054691858814920249 0.00069560244865903475 0.00055954941228206591 0.00069211712768394546 1.8587269493404189e-05 0.00042533348074001926 0.00091042672558256299 0.00028682386030854604 0.00097414556120712888 0.00028202943713784555 0.0012711376640782241 0.00060018006817985517 0.000710494615647665 0.00090432912980666763 0.0010266801615500835 0.00075089826092923347 0.00069103541150913146 0.00082067643845338677 0.0010348959642893949 0.00073270339473109636 0.00089350149392913999
leaf_weight=71 57 52 52 98 56 60 65 429 52 52 52 54 52 144 52 53 72 1209 58 125
leaf_count=71 57 52 52 98 56 60 65 429 52 52 52 54 52 144 52 53 72 1209 58 125
internal_value=0 0.000922622 0.000950899 0.000286853 0.000166724 0.000654432 0.000516042 0.000978879 0.000487412 0.00101098 0.00100202 0.000910163 0.00101398 0.000913707 0.000926014 0.000807838 0.000940504 0.00102954 0.000651169 0.000956013
internal_weight=0 2690 2515 225 154 217 175 2298 104 1566 1514 732 1457 196 678 113 626 1261 110 554
internal_count=2915 2690 2515 225 154 217 175 2298 104 1566 1514 732 1457 196 678 113 626 1261 110 554
is_linear=0
shrinkage=0.0032998


Tree=8056
num_leaves=12
num_cat=0
split_feature=2 160 1456 43 9 42 1429 1429 1 42 160
split_gain=0.156235 0.102163 0.118861 0.105915 0.0733418 0.072839 0.0814727 0.106727 0.0932344 0.073923 0.0497692
threshold=0.25063000000000007 -0.55254499999999995 -0.052914999999999997 -0.08231999999999999 -1.0000000180025095e-35 0.13800000000000004 0.086765000000000009 0.083960000000000021 0.14195000000000002 0.084685000000000024 0.019875
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 7 8 -6 -8 -5
right_child=-2 2 4 10 5 -7 9 -9 -10 -11 -12
leaf_value=-0.0047507900064200801 -0.006410121513842691 0.00090586317958733212 -0.0023314016669467893 0.0067037047634715763 0.0025746477634028689 0.0084549374381931337 0.010953933405856995 -0.0038395991598556317 -0.0046233399050412431 0.0022864952328550082 0.013229938047156361
leaf_weight=53 56 67 90 97 2197 58 59 80 52 54 52
leaf_count=53 56 67 90 97 2197 58 59 80 52 54 52
internal_value=0 0.00255682 0.00269549 0.00649307 0.00237808 0.00254834 0.00240732 0.00219207 0.00240742 0.00682787 0.00899337
internal_weight=0 2859 2806 216 2590 2500 2442 2329 2249 113 149
internal_count=2915 2859 2806 216 2590 2500 2442 2329 2249 113 149
is_linear=0
shrinkage=0.16829


Tree=8057
num_leaves=31
num_cat=0
split_feature=1 12 2 2 2 15 151 2 1 2 12 3 160 15 151 3 3 42 12 1 2 1213 484 42 1 43 15 16 1 43
split_gain=8.20465 1.88224 1.41218 0.620366 0.669031 0.553868 0.586682 0.263496 0.220942 0.345879 0.280606 0.216959 0.216866 0.190511 0.266522 0.187902 0.186684 0.168779 0.155954 0.142873 0.193773 0.126659 0.110519 0.0894822 0.0750553 0.0682459 0.0388019 0.0486892 0.0379264 0.0378767
threshold=0.10152500000000002 -1.0000000180025095e-35 0.14290000000000003 0.095850000000000005 -0.0098549999999999974 -0.38214499999999996 -0.065174999999999983 0.123795 0.086005000000000012 0.086115000000000011 0.081320000000000017 0.084670000000000009 1.0000000180025095e-35 -0.2987999999999999 -0.030624999999999996 -0.08867499999999999 -0.073984999999999981 0.0069650000000000016 0.092755000000000018 0.11947500000000001 0.10457000000000001 -0.096549999999999983 0.091085000000000013 -0.032499999999999994 0.076160000000000019 -0.08231999999999999 0.091600000000000015 -0.08267999999999999 0.093800000000000008 0.0049250000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 13 5 4 -1 -3 -7 11 10 25 24 12 15 17 -15 -5 -17 -2 21 20 -8 -12 -23 -20 -6 -10 27 -27 -28 -18
right_child=1 2 -4 7 8 6 19 -9 9 -11 18 -13 -14 14 -16 16 29 -19 23 -21 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.00065499902503478454 0.00013409366920778709 0.00049717213035805274 0.00024593260121773161 0.00073707487817318976 0.0011147397425205648 0.00060650450806717688 0.00098445421258526802 0.00069641192637049493 0.00091316005076853357 0.00073896193912763493 0.0009149465273072567 0.00071757428393876943 0.001078144010571918 0.00028277007005889744 0.00056551442153945073 0.0010510970018358264 0.00091570347259915753 0.0003799818089944026 0.0010184747119074359 0.0010762789119935516 0.0007669542820896493 0.0010781881242338982 0.00094134185607751514 0.00086410531768222904 0.0012915684075062773 0.00092664531644649187 0.0011484750909151644 0.0010467666297047881 0.0010183112033111813 0.00079494840661664722
leaf_weight=54 56 61 61 64 54 86 96 70 77 64 69 54 100 64 86 100 68 68 91 55 88 761 75 84 62 74 54 95 62 62
leaf_count=54 56 61 61 64 54 86 96 70 77 64 69 54 100 64 86 100 68 68 91 55 88 761 75 84 62 74 54 95 62 62
internal_value=0 0.000581249 0.000713333 0.000987133 0.00101812 0.000787106 0.000841415 0.000886797 0.00103019 0.000964673 0.0010535 0.000916466 0.000943636 0.000365639 0.000445112 0.000897765 0.000942325 0.00026922 0.0010367 0.000925797 0.000880624 0.00105448 0.00106595 0.000944579 0.00120956 0.00100448 0.00102903 0.000994378 0.00107921 0.000858384
internal_weight=0 721 447 2194 1676 386 325 518 1622 426 1196 448 394 274 150 294 230 124 1080 239 184 905 836 175 116 362 285 169 116 130
internal_count=2915 721 447 2194 1676 386 325 518 1622 426 1196 448 394 274 150 294 230 124 1080 239 184 905 836 175 116 362 285 169 116 130
is_linear=0
shrinkage=0.0032998


Tree=8058
num_leaves=23
num_cat=0
split_feature=0 16 0 13 1 1213 403 41 0 51 151 160 16 16 0 402 42 4 1213 4 160 474
split_gain=0.161916 0.195021 0.169554 0.120577 0.091361 0.202539 0.211472 0.11632 0.11128 0.090256 0.0962255 0.112175 0.123456 0.0791926 0.0691012 0.101503 0.0478679 0.0467299 0.0460912 0.0409936 0.0469976 0.0332129
threshold=1.0000000180025095e-35 0.014185000000000001 -0.033754999999999993 0.036560000000000002 0.085550000000000015 -0.011424999999999999 -0.088579999999999978 0.082560000000000008 -0.085719999999999977 0.10636000000000001 0.053170000000000002 0.091625000000000026 -0.092969999999999983 -0.38959499999999997 -0.095724999999999991 0.0038750000000000004 0.11791500000000001 -0.084044999999999995 -0.086379999999999985 0.10516000000000002 -1.0000000180025095e-35 0.084475000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 4 -3 5 6 -1 9 -8 10 11 12 -6 -2 19 16 21 -17 -10 20 -7 -16
right_child=1 3 -4 -5 7 14 8 -9 18 -11 -12 -13 -14 -15 15 17 -18 -19 -20 -21 -22 -23
leaf_value=-0.0090936308726862342 -0.0017973588774870047 0.0063423256524261498 0.011880689061096622 -0.0022816674717247337 -0.0025300144528324782 0.0057628046018472915 0.006343054322559067 0.0093588156605139711 -0.0035297434510001492 0.0063413013330668733 -0.005878111398153401 0.0084851626013795738 0.0020747944838273992 -0.010853105968765032 0.0032291550561424332 0.012383104238705688 -0.0013978260770006435 0.005795970848876301 0.0024730279476362937 0.0041275600567555817 0.011550734738120289 0.0062334081526188483
leaf_weight=60 52 98 61 86 236 78 101 53 83 90 58 56 546 59 656 52 55 78 64 82 85 126
leaf_count=60 52 98 61 86 236 78 101 53 83 90 58 56 546 59 656 52 55 78 64 82 85 126
internal_value=0 -0.00105176 0.00310259 0.00230178 0.00289264 0.00372497 -0.000122947 0.00167327 0.00204014 0.00125833 0.000745755 0.00120635 0.00068281 -0.00662696 0.0047043 0.00406045 0.00337737 0.00844464 -0.00090407 0.00723822 0.00879207 0.00371551
internal_weight=0 295 2620 184 2559 1520 308 1039 248 986 896 838 782 111 1212 967 837 130 147 245 163 782
internal_count=2915 295 2620 184 2559 1520 308 1039 248 986 896 838 782 111 1212 967 837 130 147 245 163 782
is_linear=0
shrinkage=0.16829


Tree=8059
num_leaves=24
num_cat=0
split_feature=4 12 4 43 0 0 43 4 14 0 0 4 43 16 12 480 1213 51 4 0 12 40 51
split_gain=6.41808 1.08799 0.442763 0.626582 0.428077 0.283732 0.431906 0.365899 0.229668 0.179613 0.486513 0.180024 0.153003 0.151329 0.144745 0.123881 0.121302 0.118324 0.0971188 0.0954481 0.0732589 0.0576025 0.0245879
threshold=0.31392000000000003 -1.0000000180025095e-35 -0.0029949999999999998 -0.082579999999999987 0.0088250000000000012 -0.069074999999999984 -0.082894999999999983 -0.040394999999999993 0.020750000000000005 -0.13409999999999997 -0.15651999999999996 0.0029800000000000004 -0.049999999999999996 -0.0057949999999999989 0.097145000000000023 -1.0000000180025095e-35 -0.09551999999999998 -0.090939999999999979 -0.42305999999999994 -0.12259499999999998 0.087325000000000014 -0.066359999999999988 -0.11101499999999999
decision_type=2 2 2 2 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 14 9 10 -3 15 -2 20 18 -11 -17 -9 22 -14 -13 -4 -8
right_child=4 5 21 -5 -6 6 7 17 -10 11 -12 13 19 -15 -16 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00069668221401644249 0.0002904566352373011 0.00090906860213109506 0.00069824455553070802 0.00024137429341991522 6.5287159147309236e-05 0.00055894024276159247 0.00095843427475669242 0.00077724245301649978 0.0010439796464808073 0.00073330702178221675 0.00052242630532887957 0.00095255724824729407 0.00038655774916840732 0.00066587104103257714 0.00079061907334214995 0.00079511627377886894 0.00091146152434233823 0.00055381646060750087 0.00085137406066351329 0.00055278246072673642 0.0008101076415788685 0.00084366920977677507 0.0010705224398244908
leaf_weight=77 102 91 63 58 53 78 54 53 87 52 59 56 94 69 99 112 1177 54 69 66 172 66 54
leaf_count=77 102 91 63 58 53 78 54 53 87 52 59 56 94 69 99 112 1177 54 69 66 172 66 54
internal_value=0 0.000835477 0.000634172 0.000501329 0.000336548 0.000858212 0.00078414 0.000829911 0.000876405 0.000868231 0.000757224 0.000878375 0.000391287 0.000803695 0.000893788 0.000894889 0.00090138 0.000664815 0.000951293 0.000455346 0.00084525 0.000772921 0.0010148
internal_weight=0 2600 264 135 315 2336 461 383 1875 1788 150 1638 262 297 276 1341 1289 107 177 160 228 129 108
internal_count=2915 2600 264 135 315 2336 461 383 1875 1788 150 1638 262 297 276 1341 1289 107 177 160 228 129 108
is_linear=0
shrinkage=0.0032998


Tree=8060
num_leaves=28
num_cat=0
split_feature=2 2 2 43 150 2 151 2 0 3 47 52 52 160 1209 3 31 1456 1209 0 42 13 13 1446 1209 13 42
split_gain=5.33108 1.67821 1.19992 0.877991 0.812465 0.55565 0.437537 0.330985 0.311298 0.375955 0.238363 0.223296 0.262843 0.287183 0.150918 0.143168 0.141934 0.139618 0.140239 0.109726 0.0968224 0.0929264 0.0740539 0.0599684 0.0483509 0.0424115 0.0312452
threshold=0.12068000000000001 -1.0000000180025095e-35 0.095850000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.16730000000000003 -0.039414999999999999 0.13270000000000001 -0.14920999999999998 0.081495000000000012 0.091680000000000011 -0.45635499999999996 0.024870000000000003 0.024885000000000001 0.083050000000000013 -0.022704999999999996 -0.077289999999999984 0.083870000000000014 -0.080379999999999993 -0.12368999999999998 0.094010000000000024 -0.082279999999999978 0.00029500000000000007 0.083895000000000011 0.090775000000000008 0.032645000000000007 0.088125000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 16 11 6 -2 -8 9 -3 14 25 13 19 17 -9 -1 18 -10 -13 22 -12 -14 -19 -16 -4 -23
right_child=5 2 4 -5 -6 -7 7 15 10 -11 21 12 20 -15 24 -17 -18 23 -20 -21 -22 26 -24 -25 -26 -27 -28
leaf_value=0.00061522448785601268 0.00035496467020836855 0.0014338642900965136 0.0011433932425216138 0.00092529695552491108 0.0005978093709011578 0.00028874646136698345 0.00088141289223746082 0.00072353019877844748 0.0012035428521553753 0.0010604455063294893 0.0010532368763736405 0.00063479261535588681 0.0010980174345058709 0.0010334620856339578 0.0012532298446779808 0.0005047867274257723 0.00037205645954381316 0.0012487304160236671 0.0010332974141424622 0.00081794943671799499 0.00087436097843426907 0.00093993711818684948 0.00094026183907883957 0.0010908842742167989 0.0011103843569432699 0.0010054219031567237 0.00082942170262354279
leaf_weight=55 55 53 55 103 88 72 66 57 58 69 55 53 93 58 56 81 52 54 1151 125 58 68 57 65 64 58 64
leaf_count=55 55 53 55 103 88 72 66 57 58 69 55 53 93 58 56 81 52 54 1151 125 58 68 57 65 64 58 64
internal_value=0 0.000990862 0.00101563 0.00070743 0.000893554 0.00054609 0.000617494 0.000688101 0.00106042 0.00122296 0.00104827 0.000940215 0.00090637 0.00083008 0.00106277 0.000595393 0.000497379 0.00105239 0.00104149 0.000763612 0.000992759 0.000935814 0.00103831 0.00116281 0.00117734 0.00107289 0.000886621
internal_weight=0 2612 2402 210 645 331 259 204 1757 122 1635 557 444 236 1448 138 107 1328 1209 178 208 187 150 119 120 113 132
internal_count=2943 2612 2402 210 645 331 259 204 1757 122 1635 557 444 236 1448 138 107 1328 1209 178 208 187 150 119 120 113 132
is_linear=0
shrinkage=0.0032998


Tree=8061
num_leaves=23
num_cat=0
split_feature=4 3 39 2 4 12 14 49 12 0 4 3 0 12 159 0 43 4 2 2 4 4
split_gain=6.62133 3.10945 1.55345 0.796817 0.64285 0.551749 0.473612 0.426933 0.333086 0.312984 0.379181 0.283506 0.362068 0.252998 0.249153 0.201126 0.211524 0.154772 0.100788 0.0954454 0.0451049 0.0157568
threshold=0.31392000000000003 0.30863500000000005 0.08456000000000001 0.10510500000000002 0.51973500000000017 0.086085000000000009 0.073890000000000011 -0.0086549999999999978 0.09253500000000002 -0.13619499999999998 0.0019650000000000002 -0.020759999999999997 -0.14043999999999998 0.09742000000000002 -0.025079999999999995 -0.072624999999999981 -0.077134999999999995 0.020110000000000006 0.123795 0.099965000000000012 -0.013049999999999997 -0.051789999999999996
decision_type=2 2 2 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 -5 8 -4 9 10 -1 -2 -13 20 -11 17 -17 -10 21 -9 -7 -15
right_child=4 -3 7 5 -6 13 -8 19 15 14 -12 12 -14 18 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=0.00065934995641154116 0.00064634895964181787 0.00015992601549204047 0.00048390046962439422 0.00060798486154739083 0.00016088939320455488 0.0011060124196830062 0.001247619829808625 0.00090410088864710623 0.00099634892577622845 0.0011467961664282636 0.0010480013010590674 0.00059454592113385412 0.00025217716467335592 0.00084228820167153869 0.0010141751487706301 0.0006674512631188711 0.00091111985404523975 0.00080959168947776548 0.00071634250575886536 0.00069977083972346844 0.00096009548885859987 0.00093675359878980183
leaf_weight=57 100 55 82 90 75 54 83 53 310 185 54 64 72 53 1101 60 118 60 61 52 52 52
leaf_count=57 100 55 82 90 75 54 83 53 310 185 54 64 72 53 1101 60 118 60 61 52 52 52
internal_value=0 0.000937055 0.000953627 0.00097632 0.000427701 0.000833132 0.00100186 0.0006634 0.000991357 0.00101864 0.000848741 0.000512343 0.000413551 0.0009075 0.00103328 0.000921731 0.000829182 0.000966159 0.000826023 0.000803244 0.00103476 0.000889407
internal_weight=0 2632 2577 2390 311 362 2028 187 1945 1397 111 236 136 272 1286 548 178 370 166 105 106 105
internal_count=2943 2632 2577 2390 311 362 2028 187 1945 1397 111 236 136 272 1286 548 178 370 166 105 106 105
is_linear=0
shrinkage=0.0032998


Tree=8062
num_leaves=32
num_cat=0
split_feature=1 1 12 4 14 10 12 4 1 16 3 3 12 3 15 51 16 133 52 3 133 3 47 159 16 4 16 12 12 16 133
split_gain=25.2385 5.09234 3.39742 1.14469 0.899486 0.896403 0.782679 0.752764 0.661736 0.588911 0.584991 0.40132 0.379028 0.280733 0.248588 0.248533 0.212338 0.177618 0.303307 0.148989 0.142973 0.238159 0.133105 0.122183 0.121578 0.119091 0.0991068 0.0827914 0.0412404 0.0201178 8.17271e-05
threshold=0.10123500000000001 0.13074500000000003 0.085075000000000026 0.0049450000000000006 0.073890000000000011 -0.008179999999999998 -1.0000000180025095e-35 0.24814500000000003 0.084815000000000015 0.026395000000000005 -0.068279999999999993 -0.096949999999999995 -1.0000000180025095e-35 -0.013174999999999997 0.097415000000000015 -0.11683999999999999 -0.38959499999999997 0.024980000000000006 -0.087094999999999992 -0.080454999999999985 0.024980000000000006 0.085090000000000013 0.090515000000000026 -0.023859999999999996 -0.079394999999999979 0.032770000000000001 -0.47730499999999992 0.093125000000000013 0.086085000000000009 -1.0000000180025095e-35 0.041800000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 10 -3 -7 22 16 12 11 17 13 -2 23 -12 30 18 -1 -18 21 -17 -4 28 -25 -21 -14 -16 -13 -27 -5
right_child=1 5 7 8 -6 6 -8 -9 -10 -11 15 14 26 -15 27 20 19 -19 -20 25 -22 -23 -24 24 -26 29 -28 -29 -30 -31 -32
leaf_value=0.0011467064467657715 0.00035365190116090498 -0.00035385875730178928 0.0011001912976142316 0.0011899120698766457 0.0015310704641953335 -7.7344337431432727e-05 0.00038110534105043487 0.00057016506011199825 0.00069733353280484176 0.00068479405032170445 0.0011967153860970511 0.0013758271292645572 0.00033604568727451577 3.6593029685920301e-05 0.0011719693907474081 0.0011337007002635076 0.0011179778879968161 0.0011503587472053282 0.00080743542444856886 0.0010593665445288889 0.00079986352115509775 0.00086245482846173532 0.00090311938754905087 0.0012415804813435309 0.0011654512120066211 0.00081967570620873501 0.00053788123171811435 0.0010062528630297087 0.0012504382519666394 0.00091867272796798953 0.0011334943093255119
leaf_weight=52 53 57 101 52 71 91 73 53 78 52 58 66 54 72 58 75 64 96 67 53 54 70 64 472 501 62 55 92 72 53 52
leaf_count=52 53 57 101 52 71 91 73 53 78 52 58 66 54 72 58 75 64 96 67 53 54 70 64 472 501 62 55 92 72 53 52
internal_value=0 0.000420247 0.000603377 0.00112953 0.00116554 2.45227e-06 0.000126507 0.000913799 0.000972529 0.000366638 0.00115054 0.00117598 0.000295786 0.000171308 0.00119864 0.00100431 0.00103631 0.00104294 0.000955984 0.000979794 0.000948053 0.001003 0.00102396 0.00121589 0.00120242 0.000926943 0.000438213 0.00107056 0.00131066 0.000865607 0.00116204
internal_weight=0 725 504 2218 1804 221 164 218 414 286 1733 1476 234 125 1261 257 336 215 119 232 199 145 165 1111 973 168 109 150 138 115 104
internal_count=2943 725 504 2218 1804 221 164 218 414 286 1733 1476 234 125 1261 257 336 215 119 232 199 145 165 1111 973 168 109 150 138 115 104
is_linear=0
shrinkage=0.0032998


Tree=8063
num_leaves=26
num_cat=0
split_feature=1 1 14 16 50 16 49 1 52 16 13 47 43 49 474 16 1429 13 13 402 43 52 16 49 52
split_gain=7.88959 1.21106 0.606322 0.599537 0.72954 0.625251 0.390593 0.452393 0.325176 0.210663 0.264645 0.198369 0.284307 0.178757 0.164421 0.156302 0.127016 0.115703 0.108882 0.0959849 0.0806728 0.0726806 0.0670219 0.0502161 0.0126222
threshold=0.10123500000000001 0.13074500000000003 0.064610000000000015 0.058455000000000007 0.077920000000000003 -0.013819999999999997 -0.008964999999999999 0.085490000000000024 0.056265000000000009 0.041025000000000006 0.032645000000000007 0.08801500000000001 -0.0068849999999999996 -0.071579999999999991 0.087070000000000022 -1.0000000180025095e-35 0.083725000000000008 -0.0042049999999999995 -0.0073899999999999999 -0.43418999999999991 -0.066724999999999993 0.08321000000000002 0.073820000000000011 0.095135000000000011 -0.015539999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 5 11 7 20 17 14 16 12 -2 -9 15 19 22 -3 -5 -8 24 -21 -11 -24 -1
right_child=1 8 -4 18 -6 -7 9 13 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 21 -22 -23 23 -25 -26
leaf_value=0.00079637579781022965 0.00033437125540447624 0.00016715367968922799 0.0011819741454751793 0.00067262802975564368 0.00082236185965757827 0.00020303823790409587 0.00081730806351886312 0.00075029652727090685 0.0005371156583950452 0.00075332663322411856 0.00063725581489711526 0.00071708875505935407 0.00061851203320957039 0.00047498251682235535 0.00077000235036558061 0.0010723659209000769 0.0010327831438197127 0.00034483161522802649 0.0008657522961334253 0.00091393747817798449 0.0009846310706845521 0.00096749791833542354 0.00092709142818305531 0.00081850239722991403 0.00087010929860517443
leaf_weight=68 72 102 86 56 75 78 78 52 52 61 57 57 84 53 65 98 54 67 82 604 60 592 125 88 77
leaf_count=68 72 102 86 56 75 78 78 52 52 61 57 57 84 53 65 98 54 67 82 604 60 592 125 88 77
internal_value=0 0.000512382 0.00090903 0.000601762 0.000531582 0.000456517 0.000898003 0.000788904 0.000308389 0.000916546 0.000847019 0.000549175 0.000487596 0.000611664 0.00093515 0.000942948 0.000883364 0.000237802 0.000787638 0.000932965 0.000879514 0.000940478 0.000853788 0.000882394 0.000835774
internal_weight=0 725 2218 504 366 291 2132 310 221 1822 385 213 156 105 1437 1372 328 169 138 1274 205 1196 274 213 145
internal_count=2943 725 2218 504 366 291 2132 310 221 1822 385 213 156 105 1437 1372 328 169 138 1274 205 1196 274 213 145
is_linear=0
shrinkage=0.0032998


Tree=8064
num_leaves=28
num_cat=0
split_feature=3 10 15 0 3 376 148 14 0 15 160 42 0 157 403 3 3 42 402 483 1213 160 403 3 160 15 3
split_gain=7.78501 2.72549 2.21232 1.43772 1.21728 0.819678 0.646364 0.527861 0.745543 0.42938 0.385685 0.371498 0.274366 0.262115 0.241146 0.232512 0.362193 0.223424 0.168875 0.138643 0.119011 0.118419 0.119276 0.105725 0.101959 0.0741283 0.0595735
threshold=-0.06533499999999999 -0.089679999999999982 -0.2987999999999999 -0.071299999999999988 0.28833000000000003 0.076485000000000011 -0.043434999999999994 0.073890000000000011 -0.13619499999999998 -0.094489999999999977 -0.068619999999999987 0.11289000000000002 -0.12851999999999997 -0.0023149999999999998 -0.072664999999999993 -0.097574999999999981 -0.23394499999999999 0.090775000000000008 0.050140000000000011 0.089355000000000004 -0.023029999999999998 -0.072489999999999985 0.04851500000000001 -0.079224999999999976 0.10460500000000002 0.085355000000000014 -0.087169999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 10 7 5 6 -4 8 -1 -5 -3 12 -8 -11 18 16 -15 19 20 24 26 -19 -23 -17 -16 -22 -10
right_child=1 2 4 9 -6 -7 11 -9 14 13 -12 -13 -14 15 17 23 -18 21 -20 -21 25 22 -24 -25 -26 -27 -28
leaf_value=0.00078861614255362517 0.00010157214161186512 0.0006697678449327333 0.00065177445326685117 0.00070521768026503924 0.00043827694078228311 0.00066129346165181224 0.00096394238642854408 0.0014825729001056223 0.0012415051033986902 0.0011923689473887179 0.000316185374253006 0.00077285754005721255 0.0011400498347673036 0.0010388609082662155 0.0012190468446692847 0.0011296574568074337 0.00065198005771186581 0.0012100300980787408 0.0013960733530935564 0.0010627924844747473 0.0010876664827541157 0.00098474502884458859 0.0011703255824816361 0.00096956723713465518 0.001078324558551007 0.0012269675420915767 0.0013942921948956997
leaf_weight=52 61 55 53 56 56 93 162 66 75 76 88 52 253 54 706 87 53 61 85 85 75 138 56 106 66 118 55
leaf_count=52 61 55 53 56 56 93 162 66 75 76 88 52 253 54 706 87 53 61 85 85 75 138 56 106 66 118 55
internal_value=0 0.000774922 0.000825463 0.00114663 0.000905148 0.000947741 0.000998903 0.00119139 0.00117915 0.000976843 0.000452425 0.00103822 0.00107139 0.0010172 0.00119248 0.000972712 0.000847558 0.00116688 0.00126216 0.00119279 0.00122682 0.00107967 0.0010385 0.00104191 0.00120706 0.00117302 0.00130642
internal_weight=0 873 812 2070 669 613 520 1638 1572 432 143 467 415 376 1520 300 107 1112 408 857 323 255 194 193 772 193 130
internal_count=2943 873 812 2070 669 613 520 1638 1572 432 143 467 415 376 1520 300 107 1112 408 857 323 255 194 193 772 193 130
is_linear=0
shrinkage=0.0032998


Tree=8065
num_leaves=31
num_cat=0
split_feature=1 52 52 1 12 12 1 1 40 1 4 11 4 4 4 1 52 16 42 12 4 16 16 12 4 52 50 16 16 42
split_gain=8.92841 1.78951 0.714069 0.51528 0.63143 0.465788 1.07266 0.346523 0.266594 0.350026 0.245496 0.212848 0.172486 0.149538 0.237684 0.129995 0.118105 0.155647 0.10526 0.252083 0.181177 0.0891273 0.0929386 0.110184 0.0797663 0.0605721 0.0590426 0.0452386 0.0426006 0.0342884
threshold=0.10331000000000003 -0.41694999999999993 0.19121000000000002 0.13276500000000002 0.092675000000000021 0.090285000000000018 0.092845000000000025 0.10877000000000002 -0.072979999999999975 0.14720000000000003 -0.12685999999999997 1.0000000180025095e-35 0.032770000000000001 0.0060300000000000015 -0.008454999999999999 0.086590000000000014 -0.069894999999999985 -0.50472499999999987 0.082115000000000007 0.084595000000000017 -0.062804999999999986 -0.083614999999999981 -0.080419999999999978 0.11160500000000002 -0.0083549999999999978 0.0030150000000000008 0.090350000000000014 -0.090344999999999995 -0.12653999999999996 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
left_child=5 -2 3 4 7 6 11 -3 -5 -10 -7 13 21 14 18 29 -9 -18 20 -20 -1 27 -23 26 -8 -15 -24 -12 -14 -16
right_child=1 2 -4 8 -6 10 24 16 9 -11 12 -13 28 25 15 -17 17 -19 19 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010230261802753773 0.0010495281243418639 0.00027188524541769092 0.00084571555987752501 0.00014139408153808201 0.00079556141947679279 0.0007407631161185105 0.00081662295760298912 0.00040389324774389837 0.00027839442980607425 0.00060738688232506166 0.00099301349751200387 0.0012384878324853434 0.00091734891594304972 0.00089285546038586757 0.0011636093939855967 0.0013021608590780189 0.00045671572787180141 0.00067999757167053014 0.0011733478066305325 0.0010082002254018581 0.00081002103121021146 0.00081854415991204957 0.0009623931375418634 0.00082657997717193671 0.00063587937591982337 0.0010199674367707464 0.0010575208781906369 0.001128428658848328 0.00079649836163539543 0.0010636561283040049
leaf_weight=299 74 73 61 56 84 69 53 53 89 59 69 69 60 89 88 54 59 85 165 277 53 54 306 56 60 91 106 56 89 93
leaf_count=299 74 73 61 56 84 69 53 53 89 59 69 69 60 89 88 54 59 85 165 277 53 54 306 56 60 91 106 56 89 93
internal_value=0 0.000564111 0.000506024 0.000468826 0.000545108 0.000992478 0.00103011 0.000467058 0.000336282 0.000409785 0.000931923 0.00105742 0.000948449 0.00104705 0.00106272 0.00115619 0.000539202 0.000588759 0.00103501 0.00106993 0.000991054 0.000972126 0.000952462 0.000967839 0.000720965 0.000957313 0.000986953 0.00105396 0.000845399 0.00111245
internal_weight=0 693 619 558 354 2256 1391 270 204 148 865 1278 796 1209 1029 235 197 144 794 442 352 647 522 468 113 180 412 125 149 181
internal_count=2949 693 619 558 354 2256 1391 270 204 148 865 1278 796 1209 1029 235 197 144 794 442 352 647 522 468 113 180 412 125 149 181
is_linear=0
shrinkage=0.0032998


Tree=8066
num_leaves=29
num_cat=0
split_feature=3 2 43 2 3 2 0 2 0 0 52 50 157 2 0 3 52 52 3 3 2 0 52 2 403 16 50 3
split_gain=7.29733 2.02985 1.53559 1.34459 0.980085 0.614375 0.785669 0.583826 0.451682 0.425307 0.391751 0.298086 0.428561 0.254201 0.326044 0.187988 0.15836 0.162778 0.256516 0.140855 0.12062 0.229952 0.113225 0.143469 0.0857027 0.0753851 0.0667625 0.0468627
threshold=-0.053364999999999996 0.11891500000000001 -0.049999999999999996 0.12141500000000001 0.11745500000000002 -0.0050599999999999994 -0.11825999999999999 0.17553000000000005 -0.081864999999999979 -0.079119999999999982 -0.55094999999999994 0.090350000000000014 -0.057789999999999987 0.10449000000000001 -0.14867499999999997 -0.08095999999999999 -0.082384999999999986 0.023800000000000005 0.088880000000000015 -0.082204999999999986 0.10573500000000001 -0.045139999999999993 -0.14731999999999998 0.084305000000000005 0.04851500000000001 0.26768500000000006 0.093020000000000019 -0.078994999999999982
decision_type=2 2 2 2 2 2 2 2 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 16 -2 -7 8 -3 13 -11 12 -12 14 -1 22 25 18 -18 -5 21 -14 -16 -24 26 -4 -17 -13
right_child=1 7 4 19 -6 6 -8 -9 -10 10 11 27 20 -15 15 24 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=0.0012663242946757826 0.0002467924973446401 0.00025503026581423125 0.0010948255513006254 0.00045448044937511058 0.00051430265083709245 0.00034634438701416947 0.00090865743670283134 1.7165609085540348e-05 0.00058070864832344667 0.0011441871208046008 0.00054943180476310714 0.0010844083610414708 0.00087899859783194039 0.0007738371684588327 0.0011325643389073264 0.00086483055195593736 0.00089571641657557304 0.00097780330560603848 0.00059291295512671103 0.00070055941079495601 0.00097048211147295559 0.00065880400623041704 0.00107419905286929 0.00097709206855359026 0.0010273344795349209 0.00091053550192146562 0.00099004762690691047 0.00094737853737739759
leaf_weight=52 91 98 52 52 97 57 52 53 89 64 52 63 283 54 96 187 75 64 53 52 101 65 258 527 79 53 69 61
leaf_count=52 91 98 52 52 97 57 52 53 89 64 52 63 283 54 96 187 75 64 53 52 101 65 258 527 79 53 69 61
internal_value=0 0.000579955 0.000683487 0.000944567 0.000803135 0.000447602 0.000614927 0.000323568 0.000410221 0.000963514 0.000896539 0.000871123 0.000834878 0.000998393 0.00100793 0.00099685 0.000897349 0.000839859 0.000770612 0.000577859 0.000867858 0.000837972 0.00102255 0.00100905 0.000929154 0.00100214 0.000898718 0.00101728
internal_weight=0 834 594 2115 394 200 109 240 187 2011 689 625 501 1322 1268 1216 297 192 128 104 449 348 881 785 335 105 256 124
internal_count=2949 834 594 2115 394 200 109 240 187 2011 689 625 501 1322 1268 1216 297 192 128 104 449 348 881 785 335 105 256 124
is_linear=0
shrinkage=0.0032998


Tree=8067
num_leaves=26
num_cat=0
split_feature=1 40 52 1375 158 15 4 42 16 1 1210 403 4 15 51 160 16 16 4 4 52 160 484 3 3
split_gain=0.320221 0.240339 0.13785 0.131627 0.105627 0.149993 0.228434 0.124488 0.105141 0.120493 0.101228 0.0960523 0.0764749 0.0729604 0.0966017 0.114045 0.116686 0.137248 0.0692699 0.0564097 0.102705 0.0642227 0.0670719 0.0653468 0.0478799
threshold=0.092695000000000013 -0.085354999999999986 -0.53473999999999988 -0.091584999999999986 -0.22818499999999997 0.021950000000000001 0.03851000000000001 0.086825000000000013 -0.0032799999999999995 0.10529500000000001 -0.079364999999999977 -0.088579999999999978 0.42642000000000008 -0.078064999999999982 0.10934000000000001 -0.54883999999999988 -0.16318499999999997 -0.096659999999999982 0.41165000000000002 0.0049450000000000006 0.037045000000000002 -0.10151499999999998 -1.0000000180025095e-35 -0.081574999999999995 -0.076594999999999983
decision_type=2 2 2 2 2 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 -4 6 8 12 9 -6 11 -5 -8 19 15 -15 -17 -18 -9 21 -21 -12 -23 -24 -7
right_child=1 2 4 10 5 24 7 18 -10 -11 13 -13 -14 14 -16 16 17 -19 -20 20 -22 22 23 -25 -26
leaf_value=0.016775434625769602 -0.0036313737930207244 0.012276957257939069 0.012089900761639244 -0.0012016710377493012 -0.0042074648113125269 0.0059836843967550311 0.0054790756481712909 0.0058736916415933829 -0.0068413179760211298 0.0056429990806182986 0.0071251297354107306 0.0086863995093887612 0.011570075753704235 0.016175389377427921 0.0011158921387002274 0.0014383180813139866 0.01681262573749534 0.0080909346904936268 -0.0016609757347744612 0.0046925728476827971 0.012799398607173024 0.0093854619953836413 0.012006698744557762 0.01916447850471974 0.012049163857981297
leaf_weight=56 84 84 57 58 62 70 139 63 64 81 61 53 103 52 54 71 54 1113 76 103 79 81 77 72 82
leaf_count=56 84 84 57 58 62 70 139 63 64 81 61 53 103 52 54 71 54 1113 76 103 79 81 77 72 82
internal_value=0 0.00495661 0.00577748 0.00869968 0.00509021 0.00454862 0.00332567 0.00577143 -0.00116727 0.00135961 0.00846418 0.00350347 0.00807895 0.00876624 0.00812781 0.00841994 0.00809274 0.00849605 0.00174109 0.0105765 0.00822134 0.0120433 0.0133399 0.0154775 0.00926767
internal_weight=0 965 881 1984 797 740 588 381 207 143 1928 111 242 1817 1344 1290 1238 1167 139 473 182 291 230 149 152
internal_count=2949 965 881 1984 797 740 588 381 207 143 1928 111 242 1817 1344 1290 1238 1167 139 473 182 291 230 149 152
is_linear=0
shrinkage=0.16829


Tree=8068
num_leaves=23
num_cat=0
split_feature=2 147 49 9 0 43 4 0 2 160 0 0 43 1429 15 0 0 15 15 160 160 2
split_gain=0.288516 0.168035 0.154469 0.0945395 0.0931313 0.206305 0.166723 0.122686 0.100316 0.140661 0.171899 0.104758 0.0853332 0.0611929 0.0644056 0.0583419 0.113155 0.0548369 0.0523466 0.0479957 0.0293904 0.0248156
threshold=0.12026500000000001 0.090425000000000019 -0.032374999999999994 0.091655000000000014 -0.072924999999999976 -0.116045 -0.15764999999999998 -0.046614999999999997 0.096435000000000007 -0.082339999999999983 -0.14720499999999997 -0.15530999999999998 -0.075739999999999988 0.086185000000000012 0.097415000000000015 0.12441000000000001 0.056895000000000008 0.10189000000000002 -0.10020499999999997 -0.060659999999999992 -1.0000000180025095e-35 0.13730000000000001
decision_type=2 2 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 8 -6 15 17 11 -10 -11 20 -4 14 -13 16 -7 -8 -12 -14 -1 -21
right_child=2 -3 12 -5 5 6 7 -9 9 10 18 13 19 -15 -16 -17 -18 -19 -20 21 -22 -23
leaf_value=0.010203733928176268 -0.0051319790454039688 -0.0020353709550749296 -0.0013189548764881613 0.013958983549923741 -0.0042451344738853704 0.012509185654072203 0.0039789485770817413 -0.003627322675145156 0.011524646248382214 -0.003271111587917598 0.010168221564673629 0.0081763695584212825 0.0011606781384541013 0.0020659369861921097 0.0040869360038017196 0.014768086600987405 0.0022166686923996114 0.0096011603096810005 0.0038582181883868708 0.009932389006458632 0.015910537039603181 0.0052028880170583679
leaf_weight=54 75 59 74 55 61 72 223 52 68 85 57 1308 55 55 121 56 53 64 112 54 54 82
leaf_count=54 75 59 74 55 61 72 223 52 68 85 57 1308 55 55 121 56 53 64 112 54 54 82
internal_value=0 0.00682006 0.00160095 0.00702566 0.0068721 0.00499648 0.00608405 0.00387363 0.00744051 0.00471782 0.00288844 0.00799007 0.00351327 0.00761889 0.00783136 0.0102141 0.00815953 0.00523894 0.00599708 0.00539485 0.0130738 0.00709399
internal_weight=0 2609 340 2550 2495 581 520 339 1914 322 254 1592 265 1484 1429 181 125 287 169 191 108 136
internal_count=2949 2609 340 2550 2495 581 520 339 1914 322 254 1592 265 1484 1429 181 125 287 169 191 108 136
is_linear=0
shrinkage=0.16829


Tree=8069
num_leaves=21
num_cat=0
split_feature=4 40 40 147 51 51 4 150 14 43 124 0 0 4 51 0 43 4 158 43
split_gain=7.51781 2.09929 1.04869 0.656699 0.591309 0.515859 0.368423 0.352894 0.341068 0.366071 0.236133 0.198902 0.198656 0.3373 0.127955 0.107167 0.0749829 0.0489943 0.030457 0.00716937
threshold=0.31392000000000003 -0.034699999999999988 0.0052450000000000005 0.090060000000000015 0.088940000000000005 0.087530000000000011 0.043640000000000005 0.082965000000000025 -0.45687499999999998 -0.049999999999999996 -0.084389999999999979 -0.07847999999999998 -0.072924999999999976 -0.17568999999999999 0.12162000000000002 -0.11656999999999999 -0.010894999999999998 0.50996500000000011 0.080235000000000015 0.053305000000000012
decision_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 6 10 12 11 -2 -10 -1 14 15 -14 -6 -3 18 -11 -8 -18
right_child=8 2 -4 -5 7 -7 16 -9 9 17 -12 -13 13 -15 -16 -17 19 -19 -20 -21
leaf_value=0.00089276079864375956 0.00094815620539090949 0.0012784419678068737 0.00085594603964036218 0.00094515308076356316 0.0013869144195693562 0.00066798309143331429 0.0011602490738298707 0.00092774327075574386 0.00050673644641582426 0.00072681253476163826 0.0011569044802940012 0.0011043404602096298 0.0014137340377784267 0.0012150142706754718 0.0011746092599079529 0.0013877620509724106 0.0012706349211367132 0.00085562495794418983 0.0012549744833108725 0.0013463290353534271
leaf_weight=64 63 116 57 53 90 52 130 52 91 103 93 86 156 245 52 1199 69 54 72 52
leaf_count=64 63 116 57 53 90 52 130 52 91 103 93 86 156 245 52 1199 69 54 72 52
internal_value=0 0.00127269 0.00130003 0.00131069 0.00131903 0.00095471 0.00133868 0.0011758 0.000729961 0.000674391 0.00104945 0.00123222 0.00135813 0.00129241 0.00130942 0.00137815 0.00123523 0.000771342 0.00119419 0.00130346
internal_weight=0 2638 2429 2372 2319 209 2039 280 311 248 157 228 1716 401 142 1315 323 157 202 121
internal_count=2949 2638 2429 2372 2319 209 2039 280 311 248 157 228 1716 401 142 1315 323 157 202 121
is_linear=0
shrinkage=0.0032998


Tree=8070
num_leaves=24
num_cat=0
split_feature=2 2 2 2 0 39 16 0 0 0 0 16 0 16 47 0 43 160 1456 43 16 0 43
split_gain=12.151 5.71986 1.93639 1.52619 2.28661 1.27307 1.09189 0.851151 0.392876 0.577586 0.436006 0.375938 0.286233 0.249336 0.197563 0.195201 0.176999 0.163714 0.0912816 0.057137 0.0528074 0.0601934 0.0482855
threshold=0.12026500000000001 -1.0000000180025095e-35 0.16167500000000004 0.099845000000000003 -0.13165999999999997 0.085505000000000012 -0.059289999999999995 -0.074904999999999985 -0.14755499999999996 -0.097424999999999984 -0.22984499999999997 0.058875000000000004 -0.085349999999999995 -0.10227499999999999 0.11043500000000002 -0.18713499999999997 0.041625000000000002 -0.060659999999999992 -0.08181999999999999 -0.085784999999999986 0.62619000000000014 -0.050704999999999993 -0.078409999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 8 15 6 -1 -2 10 13 -3 -9 18 -10 16 -5 -14 -6 -11 -20 21 22 -19
right_child=2 3 -4 4 17 -7 -8 11 9 12 -12 -13 14 -15 -16 -17 -18 20 19 -21 -22 -23 -24
leaf_value=0.00044390683891559052 0.00031657211657000294 0.0011031878652657291 -1.5691887249464257e-05 0.00075988478470416303 0.00097270140261474652 0.00027829139980340296 0.0010655264401424783 0.00056322854887343003 0.0010637776651148459 0.0011022886260165048 0.0014698377288522467 0.00090270594417194425 0.0011730373770213823 0.00078484683468143493 0.00096917367637594769 0.0005050748820266827 0.0010473662525286353 0.0012385679285195981 0.0011712700695665553 0.0012697583901092697 0.0012350038036478329 0.0010131561351007746 0.0011078553000810948
leaf_weight=56 96 58 87 55 84 94 69 79 96 54 95 66 836 57 70 85 150 52 90 393 60 52 112
leaf_count=56 96 58 87 55 84 94 69 79 96 54 95 66 836 57 70 85 150 52 90 393 60 52 112
internal_value=0 0.00107981 0.000405898 0.00112643 0.000963826 0.000568995 0.000787323 0.000558237 0.00116922 0.00115502 0.00133108 0.000717992 0.00117372 0.000960093 0.00114174 0.00060543 0.00115395 0.0011031 0.00123654 0.00125148 0.00114266 0.00111685 0.00114952
internal_weight=0 2618 328 2399 500 219 125 241 1899 1746 153 145 1593 153 1056 140 986 360 537 483 276 216 164
internal_count=2946 2618 328 2399 500 219 125 241 1899 1746 153 145 1593 153 1056 140 986 360 537 483 276 216 164
is_linear=0
shrinkage=0.0032998


Tree=8071
num_leaves=30
num_cat=0
split_feature=1 3 1212 12 1447 1453 15 10 40 14 15 4 4 4 15 158 1 4 4 1 12 1 13 13 133 13 1213 4 133
split_gain=0.364049 0.174558 0.107173 0.232494 0.13017 0.106296 0.105668 0.10332 0.158201 0.132067 0.101574 0.0828739 0.137001 0.0877597 0.239797 0.11881 0.0822511 0.0759599 0.0674257 0.0615435 0.0504042 0.0476623 0.0407164 0.0359824 0.0423085 0.0345305 0.0256995 0.0176441 0.026084
threshold=0.10123500000000001 -0.049204999999999992 0.083290000000000017 0.084930000000000019 -0.064864999999999992 -0.067664999999999989 -0.0065999999999999991 -0.089679999999999982 1.0000000180025095e-35 -0.24402999999999997 -0.087284999999999988 0.043640000000000005 0.066300000000000012 -0.0062699999999999987 -0.062734999999999985 0.085745000000000002 0.10970000000000001 0.41377500000000006 0.0060300000000000015 0.090355000000000005 0.093455000000000024 0.12000500000000001 0.08734500000000002 -0.025319999999999999 0.031880000000000012 -0.049204999999999992 0.099000000000000019 -0.077789999999999984 -0.0063799999999999994
decision_type=2 2 2 2 2 2 2 2 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 -1 -3 9 -9 17 13 -13 15 18 19 22 -11 -15 -7 -18 -12 -2 24 -14 -22 27 28 -5
right_child=1 7 3 26 5 11 -8 8 -10 10 21 12 23 14 -16 -17 20 -19 -20 -21 25 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0080717438629039802 -0.0003708384542955927 -0.0058871653638047829 -0.0056821380206177495 0.0020933231334310572 0.00022255587984225771 0.0077713162060205265 0.016455225753752335 0.011233807316412117 -0.0061513628354024795 -0.005712301803230054 0.0075561946200953115 -0.0010067829348789205 0.0022812081976413736 0.0098314707265753452 0.019184597045479052 0.015494366721459592 0.012880492294682386 0.0022524277326240517 0.0030454164967662011 0.0042714524538563338 0.003490010827212143 0.0011980765242520918 0.0061407357964081647 0.010771948414404353 0.0087725767758293251 0.0092983962078480864 0.009989791875318935 0.0079506535237730252 0.0071391297168280788
leaf_weight=84 56 53 52 63 55 929 89 52 57 61 88 76 55 161 74 52 56 76 57 171 54 55 52 63 61 66 54 68 56
leaf_count=84 56 53 52 63 55 929 89 52 57 61 88 76 55 161 74 52 56 76 57 171 54 55 52 63 61 66 54 68 56
internal_value=0 0.00317147 0.00751754 0.00450473 0.0079747 0.0075377 0.012395 0.00107485 0.00202802 0.00343772 0.00198346 0.00777344 0.00495885 0.00826924 0.0108894 0.00760353 0.00642819 -0.0012808 0.00806538 0.00722888 0.00867645 0.00512333 0.00274773 0.00750179 0.00571026 0.00669959 0.00671018 0.00575352 0.00448292
internal_weight=0 726 2220 293 1927 1754 173 442 389 332 280 1699 255 1444 292 1152 284 137 218 1100 176 143 108 179 116 120 241 187 119
internal_count=2946 726 2220 293 1927 1754 173 442 389 332 280 1699 255 1444 292 1152 284 137 218 1100 176 143 108 179 116 120 241 187 119
is_linear=0
shrinkage=0.16829


Tree=8072
num_leaves=18
num_cat=0
split_feature=1 10 33 1 51 1 1447 1429 15 51 14 1213 1213 15 1 2 1
split_gain=0.259988 0.16372 0.148199 0.120116 0.0835864 0.0994468 0.0824459 0.0856411 0.352075 0.0810523 0.0798682 0.0695645 0.153874 0.0508969 0.0492916 0.0294866 0.0287438
threshold=0.12000500000000001 -0.0062549999999999993 1.0000000180025095e-35 0.10442000000000001 0.086575000000000027 0.11189500000000001 -0.086254999999999984 0.084770000000000012 -0.0080049999999999982 -0.06533499999999999 0.056865000000000006 -0.086179999999999993 -0.13595999999999997 -0.22805999999999996 0.12963000000000002 0.10556500000000001 0.14195000000000002
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 5 15 -1 10 -9 -3 11 12 -8 -13 -11 -5 -16
right_child=1 9 -4 4 -6 -7 7 8 -10 14 -12 13 -14 -15 16 -17 -18
leaf_value=0.011325106106428708 -0.0062497945608921482 0.0078135662233418408 0.014754640194948654 -0.0049360885969790972 0.0081149789932031396 0.0050527766606852835 0.0070674061912330216 0.0085099927350460111 -0.0088836903069051208 -0.0029597221082773057 0.011371598017224642 0.011585624259507177 -0.002235796433443757 0.0061985163828985621 0.0050742887200975082 0.00013259635137257496 0
leaf_weight=85 71 69 53 54 61 103 117 87 53 59 83 52 88 1701 74 80 56
leaf_count=85 71 69 53 54 61 103 117 87 53 59 83 52 88 1701 74 80 56
internal_value=0 0.000898597 0.00592455 0.00574133 0.00255472 0.00111601 0.00615961 0.00595747 0.00191241 0.00287275 0.00623405 0.00601535 0.00306507 0.00635934 0.00105946 -0.0018966 0.00289737
internal_weight=0 329 2617 2564 298 237 2266 2181 140 258 2041 1958 205 1753 189 134 130
internal_count=2946 329 2617 2564 298 237 2266 2181 140 258 2041 1958 205 1753 189 134 130
is_linear=0
shrinkage=0.16829


Tree=8073
num_leaves=27
num_cat=0
split_feature=12 3 12 15 43 12 43 3 15 14 0 457 43 13 12 48 12 0 43 3 12 12 16 15 16 12
split_gain=9.59571 2.81186 1.98406 1.85622 0.887191 0.816625 0.723605 0.711142 0.67349 0.614751 0.5771 0.414699 0.379045 0.270201 0.208457 0.186486 0.185294 0.299969 0.210072 0.13819 0.118328 0.114968 0.0811572 0.0645947 0.0615338 0.0351713
threshold=0.056995000000000011 0.30863500000000005 0.14472000000000004 -0.23982999999999996 -0.031974999999999996 0.09696500000000001 -0.095314999999999983 0.11391500000000002 -0.17840999999999999 0.077140000000000014 -0.11991499999999998 0.082870000000000013 -0.0068849999999999996 -0.070004999999999998 0.083400000000000016 0.086410000000000015 0.087065000000000017 -0.08155999999999998 -0.10761 0.090170000000000014 0.099510000000000015 -0.19698999999999997 -0.044939999999999987 -0.039149999999999997 -0.072649999999999978 0.11005500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 12 6 9 -5 11 -7 10 -2 19 -1 -10 -12 -8 17 -16 -18 22 -15 -3 -6 25 -25 -22
right_child=2 21 -4 4 7 8 15 -9 13 -11 14 -13 -14 20 16 -17 18 -19 -20 -21 23 -23 -24 24 -26 -27
leaf_value=0.00017287820079167529 0.00071635867768633972 -3.1436370947966105e-05 0.00042918478442827824 0.00084177834834318346 0.0008465438132200248 0.00053879065988293783 0.00054663770728860821 0.0005524687326192853 0.00076619279528867905 0.0013891798022556755 0.00084631460748328842 0.00066805164197125601 0.00052244275874828525 0.0011046565379817443 0.0010766673408700977 0.00029663964673822202 0.00088190894446011129 0.0013064423041456174 0.0010472977785764368 0.0011275390379215317 0.0008223163777272449 0.00018175405718765447 0.0010166847994827633 0.0010776422981701502 0.00093632337405209363 0.00094401288872651668
leaf_weight=84 59 52 65 70 61 52 68 69 82 57 54 52 57 69 440 64 96 74 852 66 56 58 71 63 90 65
leaf_count=84 59 52 65 70 61 52 68 69 82 57 54 52 57 69 440 64 96 74 852 66 56 58 71 63 90 65
internal_value=0 0.000569568 0.000997952 0.000650754 0.000741704 0.00101547 0.000570056 0.000850286 0.000894861 0.00105069 0.00103842 0.000932343 0.000314441 0.000938344 0.00105093 0.000425693 0.00105847 0.00110982 0.00103059 0.00100157 0.000979398 8.06529e-05 0.000938326 0.000947726 0.000994744 0.000887982
internal_weight=0 772 2174 662 521 2109 202 319 477 1632 1575 250 141 425 1516 132 1462 514 948 198 343 110 132 274 153 121
internal_count=2946 772 2174 662 521 2109 202 319 477 1632 1575 250 141 425 1516 132 1462 514 948 198 343 110 132 274 153 121
is_linear=0
shrinkage=0.0032998


Tree=8074
num_leaves=22
num_cat=0
split_feature=1 52 12 1 123 4 2 2 158 14 0 0 0 4 4 4 1 4 4 481 483
split_gain=14.2824 3.37364 1.60185 2.1589 1.30521 0.626428 0.411011 0.508849 0.369397 0.362976 0.603092 0.262788 0.256766 0.320099 0.246782 0.22217 0.215269 0.174754 0.151238 0.150864 0.131631
threshold=0.10423500000000001 -0.40891499999999997 0.088325000000000015 0.13130500000000003 1.0000000180025095e-35 0.043640000000000005 0.14808000000000002 -1.0000000180025095e-35 0.019155000000000002 0.073890000000000011 -0.10462499999999998 -0.079554999999999987 -0.079249999999999987 -0.012384999999999998 0.071150000000000005 -0.40515499999999993 0.11189500000000001 0.15164000000000002 0.19778000000000004 -0.087424999999999989 0.092865000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 6 18 5 9 7 -3 14 10 -1 16 19 15 -7 -14 -9 -16 -4 -12 -21
right_child=1 2 3 -5 -6 8 -8 11 -10 -11 12 -13 13 -15 17 -17 -18 -19 -20 20 -22
leaf_value=0.0010139828147283853 0.0013649593317348586 0.0003377829452417801 0.0012522026987662768 0.00032994730519714889 0.00084559730896099266 0.00088955440617359159 0.00026834548211385488 0.00037102419151650769 0.0012866267574547972 0.0014944856445922698 0.0011401884780697625 0.0007754019439834989 0.0013794464355729884 0.00099514900726143437 0.0012756396007267831 0.0012155671110133199 0.000631663837097241 0.0010229361908328752 0.0010022535327435659 0.00132815111792916 0.0011539793893779984
leaf_weight=100 70 99 59 54 90 81 77 54 93 80 57 80 118 61 52 447 100 77 52 992 53
leaf_count=100 70 99 59 54 90 81 77 54 93 80 57 80 118 61 52 447 100 77 52 992 53
internal_value=0 0.00068059 0.000597214 0.000872029 0.00123634 0.00125222 0.000486531 0.000536877 0.00111193 0.00127449 0.00126484 0.000620959 0.00127934 0.00122509 0.0010344 0.00124986 0.000540499 0.00112507 0.00113543 0.00131012 0.00131935
internal_weight=0 645 575 165 2301 2211 410 333 303 1908 1828 234 1728 626 210 565 154 129 111 1102 1045
internal_count=2946 645 575 165 2301 2211 410 333 303 1908 1828 234 1728 626 210 565 154 129 111 1102 1045
is_linear=0
shrinkage=0.0032998


Tree=8075
num_leaves=16
num_cat=0
split_feature=4 403 4 0 2 12 4 133 13 457 4 160 403 403 1
split_gain=0.403171 0.164734 0.160084 0.19495 0.171566 0.125727 0.178486 0.259133 0.143581 0.115176 0.0970689 0.0795799 0.0717505 0.104939 0.0140949
threshold=0.31392000000000003 -0.53960999999999981 0.41315500000000005 -0.10298499999999998 0.13966500000000001 -1.0000000180025095e-35 -0.011209999999999999 0.056015000000000002 -0.0050199999999999993 0.10184000000000001 -0.51323499999999989 0.37353500000000006 -0.52017999999999986 -0.09551999999999998 0.11907500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 14 -5 6 7 -3 -8 10 -7 12 -12 -14 -4
right_child=2 5 3 4 -6 9 8 -9 -10 -11 11 -13 13 -15 -16
leaf_value=0.014913818218521604 -0.0075053991167519478 -0.0099074634882800605 0.010254830285054164 0.0029126541898553773 -0.0089256920444360354 0.014903794551308547 0.00357296393253874 0.0066500583823655146 0.014455615388364252 5.5295558821818943e-05 0.0016147999666199101 0.0023351090908874019 0.011880426324111694 0.0075039488468763684 0.0062132558430085059
leaf_weight=79 53 54 52 100 53 52 103 53 52 58 54 82 171 1866 53
leaf_count=79 53 54 52 100 53 52 103 53 52 58 54 82 171 1866 53
internal_value=0 0.0073249 0.000909876 0.00264556 -0.00117647 0.00708862 0.00358379 -0.00168928 0.00723551 0.00749005 0.00768305 0.00750943 0.00771148 0.00787222 0.00823191
internal_weight=0 2624 311 258 153 2545 262 107 155 2283 2225 2173 2091 2037 105
internal_count=2935 2624 311 258 153 2545 262 107 155 2283 2225 2173 2091 2037 105
is_linear=0
shrinkage=0.16829


Tree=8076
num_leaves=22
num_cat=0
split_feature=2 2 3 2 3 39 16 49 39 158 49 16 47 2 50 42 16 3 157 2 47
split_gain=4.30789 1.84814 1.03878 0.60201 0.503333 0.489057 0.281169 0.260384 0.213646 0.196102 0.166801 0.161559 0.115115 0.167067 0.126744 0.111216 0.109359 0.0884522 0.13845 0.0596109 0.0221838
threshold=0.12026500000000001 -1.0000000180025095e-35 0.11878500000000002 0.092250000000000013 0.25089000000000006 0.086285000000000014 -0.48652999999999996 0.036605000000000006 0.08252000000000001 -0.22218999999999997 -0.014479999999999998 -0.057034999999999995 0.091680000000000011 0.084785000000000013 0.067370000000000013 0.091785000000000019 -0.017744999999999997 -0.13827999999999999 -0.077654999999999988 0.10682000000000001 0.10664500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 9 6 11 -2 15 10 -3 -5 -1 13 16 -15 -8 -11 19 -19 -12 -14
right_child=4 2 -4 8 -6 -7 7 -9 -10 12 17 -13 20 14 -16 -17 -18 18 -20 -21 -22
leaf_value=0.00042367188530443076 0.00020476856839020822 0.00062504932420256857 0.0004115697179476367 0.00059103036847491658 0.00012049722692284004 0.00022113029242975632 0.00027404699389413476 0.00062654043796724426 0.00054071607541130362 0.00085036451842047185 0.00091293867763304925 0.00066658037798820752 0.00069262229094342663 0.0007833596607281487 0.00090451819273744405 0.00046804777966089159 0.00095634115576694425 0.00056001133418881292 0.00074328035482569197 0.00075242848351978104 0.00077728057663796718
leaf_weight=54 54 57 87 93 81 74 58 77 80 419 53 70 71 626 116 76 152 52 431 57 97
leaf_count=54 54 57 87 93 81 74 58 77 80 419 53 70 71 626 116 76 152 52 431 57 97
internal_value=0 0.000740988 0.000766378 0.000779761 0.000348753 0.000434207 0.000418389 0.000472893 0.000703848 0.000817546 0.000722821 0.000561082 0.000824931 0.000835552 0.000802348 0.00038434 0.000878637 0.000743431 0.000723622 0.000830086 0.000741712
internal_weight=0 2589 2391 2304 346 198 265 211 766 1538 686 124 1481 1313 742 134 571 593 483 110 168
internal_count=2935 2589 2391 2304 346 198 265 211 766 1538 686 124 1481 1313 742 134 571 593 483 110 168
is_linear=0
shrinkage=0.0032998


Tree=8077
num_leaves=31
num_cat=0
split_feature=1 1 1 150 0 0 0 1 0 0 475 483 1447 133 133 401 1 1 0 42 1 42 13 0 131 0 0 133 13 133
split_gain=8.67839 1.41715 0.64839 0.554219 0.475615 0.460677 0.36419 0.231261 0.34165 0.142107 0.125413 0.122974 0.141506 0.154205 0.218391 0.107364 0.168672 0.101611 0.0946559 0.0874667 0.0858665 0.211778 0.0840732 0.0604499 0.0494385 0.0477434 0.0492629 0.0425891 0.034054 0.0346572
threshold=0.10749500000000002 0.13436000000000001 0.092845000000000025 0.086765000000000023 -0.12368999999999998 -0.099704999999999974 -0.079249999999999987 0.15314500000000003 -0.08155999999999998 -0.22480499999999998 -0.0052149999999999992 0.089065000000000019 -0.085709999999999995 0.09117500000000002 1.0000000180025095e-35 0.080710000000000018 1.0000000180025095e-35 0.10264000000000002 -0.06952499999999999 0.0069650000000000016 0.11359000000000001 0.090295000000000014 -0.0050199999999999993 -0.089044999999999985 0.079610000000000014 -0.064994999999999983 -0.07718499999999999 0.092215000000000005 -0.067614999999999995 0.066685000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 -2 22 9 8 -3 -1 -7 12 -11 14 -14 16 25 24 -18 -15 -6 -22 -4 -13 -12 26 -8 -28 -27 -30
right_child=1 7 5 -5 20 10 15 -9 -10 11 17 23 13 19 -16 -17 18 -19 -20 -21 21 -23 -24 -25 -26 28 27 -29 29 -31
leaf_value=0.0007723489115822079 0.00041845238654963056 8.0085351540378069e-05 0.00050028639298750816 0.00032564822186366215 0.00082854747739754793 0.00096953893432538815 0.00076774237453783561 3.1259213875353327e-05 0.00041451209134757471 0.0011162004122938121 0.00089123118168780004 0.00091817282701077408 0.00093503354870887753 0.00094747258158288264 0.0010478597777362347 0.00069718225870624216 0.00085343223223961339 0.00067848728139891315 0.0010447440953623899 0.00080451798071846535 0.00052496942420596237 0.00077949208489847921 0.00067832664446839492 0.00075210117040503636 0.00076019060438125153 0.00070227526276323525 0.00094269180890953219 0.00083189946790722467 0.00075577139249933427 0.00087776520134275114
leaf_weight=55 87 56 58 90 53 64 59 58 83 60 98 52 699 85 265 54 52 58 71 119 64 84 63 52 54 52 81 91 65 53
leaf_count=55 87 56 58 90 53 64 59 58 83 60 98 52 699 85 265 54 52 58 71 119 64 84 63 52 54 52 81 91 65 53
internal_value=0 0.000434176 0.000886396 0.000552495 0.000623262 0.000763851 0.000911012 0.000206968 0.000280032 0.000940228 0.000839049 0.000947133 0.000956561 0.00094833 0.000966086 0.000840844 0.000855581 0.000799113 0.000964151 0.000864255 0.000711736 0.000669666 0.000593276 0.000835476 0.000844909 0.000822192 0.000854667 0.00088428 0.000777856 0.000810864
internal_weight=0 575 2360 378 288 395 1965 197 139 1387 274 1332 1228 1168 964 578 524 210 123 204 201 148 121 104 152 401 231 172 170 118
internal_count=2935 575 2360 378 288 395 1965 197 139 1387 274 1332 1228 1168 964 578 524 210 123 204 201 148 121 104 152 401 231 172 170 118
is_linear=0
shrinkage=0.0032998


Tree=8078
num_leaves=26
num_cat=0
split_feature=1 4 12 123 1 12 159 4 41 158 0 3 12 4 4 43 4 1 12 0 484 1 1 1 1
split_gain=7.51045 1.39585 1.15961 0.558397 0.511533 0.305068 0.294013 0.288189 0.25487 0.222124 0.142382 0.215023 0.399253 0.135569 0.167711 0.132165 0.118569 0.103967 0.101256 0.0918169 0.0911962 0.0879043 0.0735356 0.0733878 0.070828
threshold=0.10398500000000001 0.26846000000000009 0.085075000000000026 0.080635000000000012 0.12000500000000001 0.096265000000000003 0.081445000000000017 0.053925000000000008 0.075585000000000013 0.085110000000000005 -0.079249999999999987 0.085880000000000012 0.083785000000000012 0.070065000000000016 0.24099500000000004 -0.025879999999999997 -0.018964999999999999 0.14684500000000003 -0.071274999999999991 -0.11825999999999999 0.085740000000000011 0.11230000000000001 0.12220000000000002 0.092235000000000025 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 7 21 -4 19 8 10 13 11 12 15 -9 -15 -1 20 18 -6 -2 24 -3 -7 -14 -12
right_child=1 4 5 -5 17 22 -8 9 -10 -11 16 -13 23 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0009397577639610633 0.00038072394113868415 0.00053169822681275103 0.00097423314789016379 0.00058520883774372057 0.00030032947284109137 0.00075393285097796758 0.00019244799037694438 0.00055636617042525017 0.0010495505089205645 0.00092652140363801974 0.00081533274133270507 0.00069142953830898671 0.0008757949536412049 0.00083745789235342813 0.00059916254134433696 0.0011494587029233711 0.00069592051432687454 3.8003648894559466e-05 0.00010860658938324522 0.00055094651378443554 0.00070137939848916725 0.00035016584685814166 0.00058547372046299719 0.00074491487669623379 0.00089896608655122361
leaf_weight=61 60 61 57 88 68 67 52 56 83 61 279 63 959 91 52 79 78 52 55 88 52 59 54 53 207
leaf_count=61 60 61 57 88 68 67 52 56 83 61 279 63 959 91 52 79 78 52 55 88 52 59 54 53 207
internal_value=0 0.000446972 0.000579816 0.000844174 0.000276631 0.000773769 0.000407022 0.00085464 0.00086876 0.000750558 0.000860546 0.000881647 0.000892019 0.000696443 0.000751051 0.00105834 0.000818869 0.000162528 0.000214886 0.000482175 0.000836628 0.000442738 0.000679044 0.000868975 0.000851027
internal_weight=0 673 378 2262 295 178 200 2174 1914 260 1831 1215 1152 199 143 140 616 175 123 148 538 120 121 1012 486
internal_count=2935 673 378 2262 295 178 200 2174 1914 260 1831 1215 1152 199 143 140 616 175 123 148 538 120 121 1012 486
is_linear=0
shrinkage=0.0032998


Tree=8079
num_leaves=22
num_cat=0
split_feature=1 40 49 49 483 2 160 43 484 41 43 2 1 1 151 474 157 475 1 2 1
split_gain=0.324033 0.121441 0.126357 0.198641 0.136925 0.118162 0.227662 0.168251 0.142176 0.097966 0.0904473 0.0874011 0.076668 0.110691 0.101951 0.0728772 0.0730079 0.0696259 0.0679855 0.0653211 0.0187814
threshold=0.13436000000000001 0.0052450000000000005 -0.021474999999999998 -0.071579999999999991 0.089720000000000008 0.084815000000000015 -0.014565 -0.025879999999999997 -1.0000000180025095e-35 0.079395000000000007 -0.0083799999999999986 0.092935000000000004 0.110115 0.081905000000000019 -0.076429999999999984 0.088585000000000011 -0.0012349999999999998 -0.079029999999999975 0.090880000000000016 0.13084500000000002 0.14195000000000002
decision_type=2 2 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 7 -4 -8 15 -5 -6 13 -1 -15 16 -7 -17 -10 -2 -21
right_child=19 -3 4 10 11 9 8 -9 18 -11 -12 -13 -14 14 -16 17 -18 -19 -20 20 -22
leaf_value=0.0046859994176978656 0.0044850869327755253 -0.00050659939620955284 0.011613785465721442 0.0042625131535646409 0.0004701624513560678 0.0043560418931818208 0.0014118616352250112 0.023124922843468416 0.011313322056483223 0.00098747173534449338 -0.0048222526268890571 0.0076478636044217596 0.0017033729803268708 0.0075270272539349967 0.017855580145304036 0.016576706277227304 0.0080727250121237805 0.0082537032551379761 0.0073239306115686327 0.00046023204074603982 -0.0036775791670405527
leaf_weight=93 72 52 95 57 103 178 67 59 302 61 68 91 52 56 54 52 1024 66 208 54 71
leaf_count=93 72 52 95 57 103 178 67 59 302 61 68 91 52 56 54 52 1024 66 208 54 71
internal_value=0 0.00751622 0.00767221 0.00481718 0.00814191 0.00853563 0.0102729 0.0160356 0.0087317 0.00761477 -0.000665227 0.00384628 0.00751168 0.00899067 0.0126137 0.00791967 0.00752383 0.0119367 0.0096898 0.000439953 -0.00187567
internal_weight=0 2738 2686 380 2306 2112 731 154 577 1381 125 194 255 203 110 1320 1202 118 510 197 125
internal_count=2935 2738 2686 380 2306 2112 731 154 577 1381 125 194 255 203 110 1320 1202 118 510 197 125
is_linear=0
shrinkage=0.16829


Tree=8080
num_leaves=12
num_cat=0
split_feature=3 123 148 15 149 160 13 1374 48 1 123
split_gain=0.292219 0.120501 0.0978452 0.115389 0.124252 0.110563 0.152069 0.117772 0.106857 0.0857687 0.0686297
threshold=0.3148450000000001 0.088305000000000008 -0.07718499999999999 -0.45371999999999996 0.078645000000000007 -0.52336499999999997 -0.083999999999999977 0.081625000000000017 -0.07965499999999999 0.080320000000000016 0.10103000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 5 6 -5 9 -1 -7 -3
right_child=-2 10 3 4 -6 7 -8 -9 -10 -11 -12
leaf_value=0.0062969318237890686 -0.0035712179982097039 -0.0031935828133501298 -0.00053390537177462085 0.007796424784944295 0.013439559093992462 0.0070994079262429689 -0.0039111630954261579 -0.0013434463048767572 0.016376731772876751 0.0049766214827673787 0.0046905514315662622
leaf_weight=70 98 64 79 54 62 1355 75 59 53 909 61
leaf_count=70 98 64 79 54 62 1355 75 59 53 909 61
internal_value=0 0.00576452 0.00599973 0.00577822 0.00597729 0.00578787 0.000975761 0.00605432 0.0106549 0.0062479 0.000639502
internal_weight=0 2841 2716 2593 2514 2452 129 2323 123 2264 125
internal_count=2939 2841 2716 2593 2514 2452 129 2323 123 2264 125
is_linear=0
shrinkage=0.16829


Tree=8081
num_leaves=27
num_cat=0
split_feature=2 51 1 15 133 2 149 0 52 0 15 12 13 151 0 52 0 43 130 15 15 12 13 1 13 43
split_gain=0.236084 0.14976 0.120295 0.181424 0.300034 0.249076 0.158973 0.156067 0.132518 0.133366 0.12189 0.152624 0.291499 0.109925 0.0974356 0.0902727 0.0734093 0.103935 0.0620269 0.0609526 0.0780565 0.0567237 0.0519093 0.043879 0.0503401 0.0431534
threshold=0.14132000000000003 0.12900500000000004 0.077375000000000013 0.085550000000000015 -0.0029049999999999996 0.086625000000000021 0.07770500000000001 -0.11327499999999999 -0.0088649999999999996 -0.23395499999999997 0.086305000000000007 0.088465000000000002 -0.085349999999999995 -0.064244999999999983 -0.067664999999999989 -1.0000000180025095e-35 -0.071379999999999985 -0.034774999999999993 0.10453000000000001 -0.035654999999999992 -0.26361999999999991 0.083815000000000014 0.066150000000000014 0.087915000000000007 -0.069874999999999979 -0.0090499999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 5 -4 8 -1 13 -10 14 12 -12 -6 18 -16 17 -5 21 20 -2 -9 25 -19 -25 -13
right_child=19 -3 3 16 6 -7 -8 10 9 -11 11 22 -14 -15 15 -17 -18 23 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=0.013308847223200668 -0.0036854845454864144 0.011246665345857608 0.0017250990385062036 0.0012701207791903279 0.0099198314421018834 -0.013536978845856418 0.012422597524579413 0.011320794409191847 0.0080392088590147369 -0.00097837160313610596 0.007401306459705671 0.0083377560846887976 -0.0081448120576280113 0.0033051437440843965 0.0060683755170599998 -0.0030585768358907996 0.012377481068672796 0.0040790476448935445 0.0014950034442329598 -0.0060715593546410021 0.0052767939633353569 0.0069189884935564839 0.00050896159695493508 0.013761049424306629 0.0066792421294106681 0.0038554576245856528
leaf_weight=73 56 102 63 97 95 58 52 97 55 298 59 128 81 290 69 55 57 52 53 57 54 644 57 55 62 120
leaf_count=73 56 102 63 97 95 58 52 97 55 298 59 128 81 290 69 55 57 52 53 57 54 644 57 55 62 120
internal_value=0 0.00490547 0.00466255 0.00344033 0.00222237 -0.00557576 0.00341905 0.00571159 0.00278221 0.000421544 0.00530338 0.00300998 -0.0015804 0.00494201 0.00641315 0.00200564 0.00686993 0.00568298 0.00709921 -0.00160191 0.000697847 0.00749763 0.00512292 0.00820517 0.0100237 0.00617615
internal_weight=0 2772 2670 1234 911 121 790 1436 738 353 1363 445 140 385 918 124 323 266 794 167 110 741 305 169 117 248
internal_count=2939 2772 2670 1234 911 121 790 1436 738 353 1363 445 140 385 918 124 323 266 794 167 110 741 305 169 117 248
is_linear=0
shrinkage=0.16829


Tree=8082
num_leaves=15
num_cat=0
split_feature=4 2 49 14 0 52 51 49 2 11 51 1 2 0
split_gain=0.164348 0.109955 0.127594 0.0985777 0.0962168 0.109967 0.0785442 0.0791305 0.0698754 0.0662796 0.129878 0.0933592 0.259902 0.0748404
threshold=0.27258000000000004 0.14132000000000003 0.13281000000000001 -0.42227999999999993 -0.056754999999999993 0.042815000000000006 0.12900500000000004 -0.15734499999999998 0.12336000000000001 0.079700000000000007 -0.079404999999999989 0.077375000000000013 0.083525000000000002 -0.11262999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -2 5 8 7 -1 -5 11 -11 13 -13 -9
right_child=3 -3 -4 4 -6 -7 -8 9 -10 10 -12 12 -14 -15
leaf_value=-0.0023505569998749989 0.0062740313075637611 -0.0013431879722234997 0.011544975410892768 -0.0041056014201316564 -0.0066101694908387524 0.0074308546073129029 0.0092525140723687116 0.010881768893901203 0.0031876112611515287 0.014432394279780185 0.0034752170361856895 0.0044959953161811681 -0.0021478030327731555 0.0045731478142526883
leaf_weight=53 64 96 70 103 67 52 86 56 58 52 76 566 236 1304
leaf_count=53 64 96 70 103 67 52 86 56 58 52 76 566 236 1304
internal_value=0 0.00423158 0.00444645 0.000311237 -0.00104527 0.000696756 0.00424115 0.00405644 -0.00146707 0.00420551 0.00794061 0.00398354 0.00253872 0.00483424
internal_weight=0 2595 2499 344 280 213 2429 2343 161 2290 128 2162 802 1360
internal_count=2939 2595 2499 344 280 213 2429 2343 161 2290 128 2162 802 1360
is_linear=0
shrinkage=0.16829


Tree=8083
num_leaves=21
num_cat=0
split_feature=4 16 42 4 4 0 1348 49 1453 49 43 133 16 16 403 160 151 4 483 51
split_gain=0.113644 0.0824528 0.115915 0.0835791 0.0889581 0.0746676 0.0914313 0.0898749 0.0947476 0.0903754 0.225825 0.219183 0.0726001 0.115516 0.137149 0.063612 0.107615 0.0615581 0.0557533 0.0461715
threshold=0.27258000000000004 -0.54150999999999994 0.098395000000000024 0.51734000000000002 0.42642000000000008 -0.23043999999999995 0.081815000000000013 -0.008794999999999999 -0.076919999999999988 -0.070754999999999985 -0.083879999999999996 0.087045000000000025 -0.015214999999999998 0.41326000000000002 -0.088229999999999989 0.084480000000000013 -0.078349999999999989 0.058025000000000007 0.085790000000000019 0.095375000000000015
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 -3 -1 7 9 -9 11 -11 15 18 14 -14 16 -7 -15 19 -10
right_child=1 2 -4 -5 -6 6 -8 8 12 10 -12 -13 13 17 -16 -17 -18 -19 -20 -21
leaf_value=0.0097300131337730369 0.0054644692261215273 -0.0050669018608091587 0.0050976173038717798 -0.0078896252880589508 0.0033609545326496663 -0.0027629002662029477 0.010189245136016239 0.0099179891609400429 0.004367125561781024 0.0028944515045644346 -0.011190172294376579 -0.0066940010281501339 -0.0072282617536303176 0.0079822202889659622 0.0018212653349391407 0.0099931279386942639 0.006706629886220155 0.0015261664770672477 0.0088665195342636366 0.001041129214210839
leaf_weight=54 69 68 66 67 74 52 55 67 1041 82 53 55 52 125 534 58 97 64 71 135
leaf_count=54 69 68 66 67 74 52 55 67 1041 82 53 55 52 125 534 58 97 64 71 135
internal_value=0 0.000258859 -0.00104074 -0.00298777 -0.000662268 0.0035198 0.00338711 0.0032359 0.0036773 0.000908748 -0.00262176 0.00273476 0.00346962 0.00218572 0.00101517 0.00524867 0.00338977 0.00580555 0.00426612 0.00398684
internal_weight=0 344 275 209 142 2595 2541 2486 2089 397 135 262 2022 775 586 207 149 189 1247 1176
internal_count=2939 344 275 209 142 2595 2541 2486 2089 397 135 262 2022 775 586 207 149 189 1247 1176
is_linear=0
shrinkage=0.16829


Tree=8084
num_leaves=25
num_cat=0
split_feature=1 1 47 39 1 12 52 43 151 1 1 12 151 1456 12 42 47 1 12 52 12 52 42 43
split_gain=7.78813 1.35895 0.577255 0.565779 0.351941 0.326631 0.265245 0.281177 0.231074 0.518335 0.207032 0.199053 0.172164 0.14627 0.130901 0.111656 0.141411 0.10646 0.0889738 0.0880207 0.0837938 0.0598523 0.0383182 0.019985
threshold=0.10749500000000002 0.13601500000000002 0.078345000000000012 0.0039300000000000003 0.094775000000000012 0.098595000000000016 0.0062600000000000008 -0.069824999999999984 -0.086439999999999989 0.083065000000000014 0.15314500000000003 0.091945000000000013 0.053170000000000002 -0.070654999999999982 0.11878500000000002 0.0069650000000000016 1.0000000180025095e-35 0.11597500000000001 -0.053404999999999987 0.10178500000000001 0.10742000000000002 0.11628500000000001 -1.0000000180025095e-35 -0.085784999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 -5 8 7 -2 9 23 18 -4 13 21 20 19 -17 -9 -3 -15 22 -10 -7 -1
right_child=1 10 11 4 -6 14 -8 17 12 -11 -12 -13 -14 15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00089604176422398128 0.00029395436422646412 0.0002258947021796904 0.00063212022896608395 0.00085038213380657574 0.0005236274718733165 0.00086065864681164454 0.00068174256674475501 0.00063464062786938442 0.0011063783876750909 0.00054695485105617041 6.3433438617312014e-05 0.00088584112241889951 0.00079479793357949136 0.00096802729641600903 0.00069358205385688487 0.00093379142090721935 0.0007672390376081016 0.00043033870037744994 0.00041210502205434052 0.0011092806293363869 0.00093777953349039468 0.00097550144682254493 0.0007538456796832197 0.00099683542163629354
leaf_weight=55 87 62 69 86 63 95 64 64 101 52 54 69 75 640 66 707 63 52 53 56 102 73 74 57
leaf_count=55 87 62 69 86 63 95 64 64 101 52 54 69 75 640 66 707 63 52 53 56 102 73 74 57
internal_value=0 0.000481696 0.000585471 0.000910326 0.000712461 0.000923614 0.000495528 0.000436646 0.000940719 0.000820817 0.000232798 0.000759236 0.000952164 0.000959339 0.000828139 0.000948356 0.00092021 0.000543361 0.00031202 0.000979443 0.000860779 0.00105167 0.000814097 0.000947653
internal_weight=0 574 405 2365 149 2216 267 203 1879 164 169 138 1715 1640 337 1466 770 116 115 696 271 174 169 112
internal_count=2939 574 405 2365 149 2216 267 203 1879 164 169 138 1715 1640 337 1466 770 116 115 696 271 174 169 112
is_linear=0
shrinkage=0.0032998


Tree=8085
num_leaves=27
num_cat=0
split_feature=1 2 34 2 2 150 11 150 15 15 16 2 3 3 156 52 0 52 16 1375 49 0 16 1 3 0
split_gain=7.46751 0.729854 0.797368 0.61939 0.670894 0.531551 0.457623 0.304599 0.245429 0.250197 0.219627 0.193353 0.171133 0.267866 0.133061 0.132691 0.106625 0.101427 0.393775 0.0986825 0.0980372 0.0864058 0.0856455 0.0735848 0.0252545 0.0110156
threshold=0.10749500000000002 0.11203000000000002 -0.027829999999999997 -0.085784999999999986 0.10060500000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.093625000000000014 -0.26361999999999991 -0.46483499999999994 -0.095724999999999991 0.13154000000000002 -0.0031199999999999995 -0.068279999999999993 0.050840000000000003 0.089015000000000025 -0.041534999999999996 0.024870000000000003 1.0000000180025095e-35 -0.067914999999999989 0.0026050000000000001 -0.12851999999999997 -0.080419999999999978 0.086665000000000006 -0.063889999999999988 -0.066574999999999981
decision_type=2 2 2 2 2 2 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 11 10 8 9 -3 15 17 13 19 -14 20 24 18 -6 -12 -5 -10 -19 -20 -4 -24
right_child=1 7 16 4 5 -7 -8 -9 21 -11 12 -13 14 -15 -16 -17 -18 22 23 -21 -22 -23 25 -25 -26 -27
leaf_value=0.0005342505611836203 0.00028793377065344561 0.00045949110755207008 0.00078459647983647137 0.00067452290959173298 0.00054181181996612777 0.00046446297163910371 0.001138756552401275 0.00014984636666370632 0.00040377644671867735 0.00015334735714825923 0.0010548815910550468 0.00062191970064965946 0.0011417810412007671 0.00072004812751146302 0.00092845479664042648 0.00091111987054537033 0.00056367814290795616 0.00099802934088457154 0.00080598136871205242 0.00091023714049299207 0.00084403839783249012 0.00058274790191373868 0.00088139162417874811 0.00095415059609458067 0.00068864989775464975 0.00079838657901030183
leaf_weight=57 73 54 77 88 53 54 94 67 54 64 57 52 64 82 70 91 53 65 88 1215 70 70 52 71 66 52
leaf_count=57 73 54 77 88 53 54 94 67 54 64 57 52 64 82 70 91 53 65 88 1215 70 70 52 71 66 52
internal_value=0 0.000457273 0.00058314 0.000875643 0.000884022 0.000774692 0.000913082 0.000347585 0.000402185 0.000293746 0.000900849 0.000813299 0.000916208 0.00090486 0.0010306 0.000808928 0.000692909 0.000839327 0.000789894 0.000916747 0.000749848 0.000505093 0.000901129 0.000872367 0.00074056 0.000840228
internal_weight=0 578 269 2375 2318 487 1831 309 242 118 1737 433 1488 1354 134 249 196 381 212 1272 158 124 169 159 143 104
internal_count=2953 578 269 2375 2318 487 1831 309 242 118 1737 433 1488 1354 134 249 196 381 212 1272 158 124 169 159 143 104
is_linear=0
shrinkage=0.0032998


Tree=8086
num_leaves=10
num_cat=0
split_feature=45 1443 14 447 159 1210 403 42 16
split_gain=0.156041 0.120419 0.111629 0.106565 0.0844389 0.0872426 0.115116 0.073712 0.0155553
threshold=1.0000000180025095e-35 0.084655000000000022 -0.24790499999999996 0.091410000000000005 -0.26632999999999996 -0.14175499999999996 -0.53317999999999988 -0.079234999999999986 -0.037309999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 -6 -7 -8 -4
right_child=-2 -3 3 -5 5 6 7 -9 -10
leaf_value=-0.0021424519195425711 0.013103818750746819 0.011107158326185607 0.0062978393953608339 -0.0036271254157886051 0.010608196295461945 -0.0028355607630475162 0.0059615754694979295 0.0034719175755976647 0.010101700363988282
leaf_weight=89 53 64 64 52 53 74 407 2031 66
leaf_count=89 53 64 64 52 53 74 407 2031 66
internal_value=0 0.00387419 0.00371034 0.00390061 0.00404653 0.00383315 0.00368949 0.00388828 0.00824285
internal_weight=0 2900 2836 2747 2695 2565 2512 2438 130
internal_count=2953 2900 2836 2747 2695 2565 2512 2438 130
is_linear=0
shrinkage=0.16829


Tree=8087
num_leaves=18
num_cat=0
split_feature=41 8 42 40 52 4 3 4 4 43 157 2 4 4 52 0 43
split_gain=0.203522 0.19076 0.144869 0.0843981 0.102615 0.0978939 0.0997642 0.131654 0.196556 0.0916804 0.14589 0.136435 0.106931 0.2299 0.0764573 0.0482404 0.0338672
threshold=1.0000000180025095e-35 0.077880000000000019 0.089470000000000008 0.053385000000000009 0.50830000000000009 -0.085984999999999992 0.08796000000000001 -0.12685999999999997 -0.37626499999999991 -0.07138499999999999 -0.073359999999999995 0.083185000000000023 0.0049450000000000006 0.056815000000000011 -0.53385999999999989 -0.081644999999999981 -0.070414999999999991
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 5 6 7 8 -1 12 -11 -12 14 -14 -7 -9 -6
right_child=2 -3 -4 -5 16 9 -8 15 -10 10 11 -13 13 -15 -16 -17 -18
leaf_value=0.0045563005046190541 0.013885629606222978 -0.0065244359830181134 0.0039907403199132925 -0.0028046096594029762 0.0054092092351431271 -0.00043297618314316845 0.009967852356226041 0.0094366086155691937 -0.007531751427011661 -0.0059077899438269308 0.0054497392830044804 0.0010682711359424858 -0.0084311319149296265 0.003594029031483946 0.005823684153391807 0.0039531767948651313 0.01095740479407678
leaf_weight=119 86 58 83 64 69 61 103 108 56 68 265 844 56 229 543 81 60
leaf_count=119 86 58 83 64 69 61 103 108 56 68 265 844 56 229 543 81 60
internal_value=0 0.0030156 0.00903664 0.00321924 0.00336474 0.00312778 0.00533204 0.00401533 0.000677858 0.00262866 0.00165172 0.00211686 0.00392007 0.00122489 0.00518883 0.00709607 0.00800369
internal_weight=0 2784 169 2726 2662 2533 467 364 175 2066 1177 1109 889 285 604 189 129
internal_count=2953 2784 169 2726 2662 2533 467 364 175 2066 1177 1109 889 285 604 189 129
is_linear=0
shrinkage=0.16829


Tree=8088
num_leaves=27
num_cat=0
split_feature=52 0 0 3 12 4 3 15 39 0 12 481 43 2 133 4 3 4 403 15 4 52 15 2 52 12
split_gain=0.116455 0.170095 0.103493 0.330864 0.175521 0.105396 0.131581 0.130459 0.0982461 0.1102 0.105678 0.0996231 0.0821851 0.124631 0.123182 0.0817173 0.0834888 0.0741633 0.0631657 0.082634 0.101932 0.0417165 0.0859004 0.0520672 0.0446527 0.0302369
threshold=0.082640000000000005 -0.11991499999999998 0.098975000000000021 -0.17010999999999998 -0.14392999999999997 -0.35269999999999996 -0.010434999999999998 -0.025879999999999997 0.087370000000000017 -0.064994999999999983 0.09358000000000001 -0.086319999999999994 -0.082439999999999986 0.097180000000000016 0.09142500000000002 0.11023000000000001 0.095880000000000007 0.0014100000000000002 -0.0043399999999999992 0.089715000000000003 -0.082619999999999985 0.13759500000000005 0.087110000000000007 0.093765000000000015 0.087580000000000005 0.090885000000000007
decision_type=2 2 2 2 2 2 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 15 9 11 -11 -7 13 14 -3 17 -17 -8 19 20 -14 22 24 25 -20 -23
right_child=1 12 3 -5 5 6 7 -9 -10 10 -12 -13 18 -15 -16 16 -18 -19 21 -21 -22 23 -24 -25 -26 -27
leaf_value=0.011723571423546717 0.01172582657919014 0.012796458293472349 0.0048325769247604643 -0.012880165254243185 0.0080770885712082609 -0.0043050707661835561 -0.00019837205756412232 -0.0064600099272926481 0.0083561111293136391 -0.0080672695119013826 0.0010835210778936519 0.0031612711122593622 0.0027785393187523392 0.00037976320437593672 0.0030804074572325277 -0.0064652310431314065 0.0020832128688279949 0.0075796610667386907 0.0047191277360264881 0.0054272673874253899 -0.0047407045664555518 0.0014847614736336948 0.0014335145887544799 -0.00083659236375753943 0.011268868678278367 0.0068026302121100939
leaf_weight=55 80 96 70 52 79 53 69 94 78 53 109 1041 101 68 61 65 64 69 52 78 103 54 80 85 72 72
leaf_count=55 80 96 70 52 79 53 69 94 78 53 109 1041 101 68 61 65 64 69 52 78 103 54 80 85 72 72
internal_value=0 0.00427204 0.00203659 -0.00270239 0.00235367 0.00206216 0.00178076 -0.00106606 0.0025525 0.00219065 -0.00189917 0.00279791 0.00362334 0.0064257 0.00903288 0.00082621 -0.00221022 0.00367763 0.00271613 0.000764776 -0.00100913 0.00403778 0.00575994 0.00236425 0.00853669 0.0045378
internal_weight=0 1002 1951 122 1829 1774 1695 361 1334 1256 162 1094 922 225 157 267 129 138 697 282 204 415 204 211 124 126
internal_count=2953 1002 1951 122 1829 1774 1695 361 1334 1256 162 1094 922 225 157 267 129 138 697 282 204 415 204 211 124 126
is_linear=0
shrinkage=0.16829


Tree=8089
num_leaves=23
num_cat=0
split_feature=1 1 12 39 14 12 1 15 12 15 0 47 1 0 39 3 475 42 1 133 0 16
split_gain=26.8226 4.08277 3.01679 1.42295 0.93722 0.741437 0.583213 0.526516 0.471733 0.416657 0.930859 0.406651 0.381959 0.265746 0.249517 0.190543 0.172257 0.118055 0.0514938 0.0413032 0.0175605 0.000649907
threshold=0.10509 0.13662500000000002 0.087605000000000002 0.0047850000000000011 0.073890000000000011 0.098355000000000012 0.092900000000000024 -0.2987999999999999 0.10595000000000002 -0.16749999999999998 -0.099704999999999974 0.078345000000000012 0.083065000000000014 -0.061204999999999989 0.089940000000000006 1.0000000180025095e-35 -0.087429999999999994 0.088185000000000013 0.11417500000000001 0.077945 -0.078589999999999979 -0.43279999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 5 9 -5 -3 18 -1 12 14 21 19 15 -2 -12 -18 -4 -7 -21 -11
right_child=1 7 8 6 -6 13 -8 -9 -10 10 16 -13 -14 -15 -16 -17 17 -19 -20 20 -22 -23
leaf_value=0.0056549834865776711 0.0043874979155264591 0.0039566368710152369 0.0052854890074356085 0.0051674404311521658 0.0056671590312403581 0.0051908408365119998 0.0047051515928254782 0.0043287349651703463 0.0048198860911811943 0.0052006591128199338 0.0052171968480019884 0.0047642323989609521 0.0049481524989801158 0.0050274589241269844 0.0042425878973315146 0.0046179572060627535 0.0054066490421772317 0.0053335714718657024 0.0051059292130055519 0.0053841721588208172 0.0052366885951307578 0.0053206410278156266
leaf_weight=53 82 94 57 79 96 126 52 81 59 53 87 62 83 98 53 100 963 461 58 52 52 52
leaf_count=53 82 94 57 79 96 126 52 81 59 53 87 62 83 98 53 100 963 461 58 52 52 52
internal_value=0 0.00456104 0.00472147 0.00532224 0.00534258 0.00532758 0.00498421 0.00412907 0.00506816 0.00535514 0.00534577 0.00451824 0.00512274 0.00518027 0.00445318 0.00451432 0.00537349 0.00538302 0.00519524 0.00524522 0.00531077 0.00526041
internal_weight=0 646 471 2307 2176 2080 131 175 174 1752 1699 297 188 328 235 182 1511 1424 115 230 104 105
internal_count=2953 646 471 2307 2176 2080 131 175 174 1752 1699 297 188 328 235 182 1511 1424 115 230 104 105
is_linear=0
shrinkage=0.0032998


Tree=8090
num_leaves=25
num_cat=0
split_feature=1 3 1 14 4 12 4 4 10 0 1 4 12 4 3 0 1 0 1 0 15 43 4 160
split_gain=21.4976 3.87606 1.82465 1.71215 1.14039 0.86415 0.821597 0.781709 0.742234 0.616689 0.52755 0.502294 0.478209 1.03183 0.413028 0.381353 0.34603 0.345323 0.312765 0.279329 0.193168 0.0916758 0.0815045 0.0682457
threshold=0.10749500000000002 -0.053364999999999996 0.098395000000000024 0.073890000000000011 0.50779500000000011 0.086085000000000009 0.0063750000000000013 0.38865500000000003 -1.0000000180025095e-35 -0.11073999999999999 0.13654500000000003 -0.010764999999999999 0.092900000000000024 -0.50810499999999992 -0.10337499999999998 -0.095199999999999993 0.117245 -0.050704999999999993 0.083670000000000008 -0.11327499999999999 -0.058859999999999989 -0.046639999999999994 0.078235000000000013 -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=2 7 3 6 8 11 9 16 -3 -1 -6 -4 13 -11 -15 22 -2 21 19 -8 23 -14 -10 -21
right_child=1 4 5 -5 10 -7 18 -9 15 12 -12 -13 17 14 -16 -17 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.001588646339298144 0.0018788025224480318 0.00075063795214110919 0.0016110727560920953 0.0023506934022448694 0.00093209058593273831 0.0018066080093979157 0.0019593532528474813 0.0012373158244707682 0.00098077550978601605 0.0024051029885175895 0.000486652427788684 0.0011623200927468695 0.0019240625038915468 0.0016549500315582626 0.0019498355293320053 0.0013724834983952401 0.0015203054775290881 0.0015983315612161989 0.0015192852804506766 0.0018925275645381013 0.0015838568566328981 0.0018154934422766891 0.0011556129656134573 0.0017362791446011356
leaf_weight=64 60 58 52 88 53 93 75 61 64 54 65 59 180 56 1100 71 61 63 62 55 77 205 62 101
leaf_count=64 60 58 52 88 53 93 75 61 64 54 65 59 180 56 1100 71 61 63 62 55 77 205 62 101
internal_value=0 0.00114894 0.0018702 0.00189821 0.00095606 0.00157077 0.00187916 0.00154403 0.00108042 0.00190967 0.000687021 0.00137286 0.00192204 0.00195656 0.00193558 0.00117733 0.00169836 0.00182873 0.00173702 0.00178074 0.00172309 0.00186634 0.00106709 0.00179159
internal_weight=0 555 2384 2180 373 204 2092 182 255 1722 118 111 1658 1210 1156 197 121 448 370 308 233 385 126 156
internal_count=2939 555 2384 2180 373 204 2092 182 255 1722 118 111 1658 1210 1156 197 121 448 370 308 233 385 126 156
is_linear=0
shrinkage=0.0032998


Tree=8091
num_leaves=19
num_cat=0
split_feature=4 2 39 3 39 2 3 2 2 15 14 481 2 2 150 160 42 4
split_gain=5.87466 1.80562 0.883167 0.770541 0.797134 0.622793 0.523695 0.424774 0.405985 0.382932 0.249856 0.239814 0.141785 0.367998 0.115498 0.0919115 0.0985508 0.0913288
threshold=0.31392000000000003 0.12068000000000001 0.0047850000000000011 0.31395500000000004 0.087880000000000014 -0.007134999999999999 0.11391500000000002 0.15205000000000002 0.094985000000000014 -0.42443999999999993 0.073890000000000011 -0.050084999999999991 0.089795000000000014 0.078775000000000012 0.082085000000000019 -0.17562999999999998 0.088380000000000014 0.032770000000000001
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 9 -4 10 17 -7 -2 11 15 13 -13 -14 -1 -17 -3
right_child=3 7 5 -5 -6 8 -8 -9 -10 -11 -12 12 14 -15 -16 16 -18 -19
leaf_value=0.0010579089807155931 0.00073782677013380115 0.00048919910985073132 0.00029819311266178521 -2.5934716202140216e-05 0.00015833331550111143 0.00093167221892729397 0.00055130949561036833 0.00023194742860911153 0.00054509758848003069 0.00039894922894196695 0.0010232873190852076 0.00078372994826671823 0.00080678657311403516 0.00090287794972217076 0.00064857000545310954 0.0009711487168904369 0.00080205736774969496 0.00067153671573381068
leaf_weight=62 65 59 53 58 94 57 66 53 63 84 90 485 661 700 57 100 66 66
leaf_count=62 65 59 53 58 94 57 66 53 63 84 90 485 661 700 57 100 66 66
internal_value=0 0.000802018 0.00082526 0.000315232 0.000396808 0.000597232 0.000842494 0.000480606 0.000729014 0.000547018 0.000851131 0.000843843 0.000831573 0.000854142 0.000794275 0.000946103 0.000904132 0.000585755
internal_weight=0 2638 2460 301 243 173 2287 178 120 149 2221 2131 1903 1185 718 228 166 125
internal_count=2939 2638 2460 301 243 173 2287 178 120 149 2221 2131 1903 1185 718 228 166 125
is_linear=0
shrinkage=0.0032998


Tree=8092
num_leaves=28
num_cat=0
split_feature=1 12 1 10 123 15 1 12 447 15 481 1 15 12 16 13 12 52 1 12 159 15 15 12 16 13 15
split_gain=13.4913 3.14887 1.39621 0.763701 0.546508 0.414959 0.428618 0.292089 0.303379 0.275589 0.225996 0.178457 0.178088 0.283207 0.224978 0.218542 0.349542 0.167039 0.14688 0.131849 0.121604 0.112072 0.0880328 0.0728942 0.0660167 0.0629719 0.0355509
threshold=0.10398500000000001 0.085075000000000026 0.12988000000000002 -1.0000000180025095e-35 0.081180000000000016 -0.075094999999999981 0.13654500000000003 0.10134500000000002 0.084630000000000011 -0.042209999999999991 -0.0085599999999999982 0.11497000000000002 0.033605000000000003 0.083400000000000016 -1.0000000180025095e-35 -0.0079349999999999993 0.085685000000000025 -0.063199999999999992 0.078320000000000015 0.086335000000000009 -0.017619999999999997 0.11598000000000001 0.087225000000000011 0.10595000000000002 -0.028104999999999995 -0.077034999999999978 0.086035000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 9 -2 7 6 17 8 10 -3 18 -7 13 14 -12 22 -17 -5 19 26 -15 23 -14 -9 -25 -19 -1
right_child=1 2 -4 5 -6 11 -8 21 -10 -11 12 -13 15 20 -16 16 -18 25 -20 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=0.0012611004094006196 0.00021320072317675311 0.001009140995071317 0.00050827819245691393 0.00040451515082655615 0.00091808087163497583 0.00057268039196417748 0.00022966287050473616 0.0010287514625732411 0.00095679194376004279 0.0012903376786948231 0.00097910616593417871 0.00084019822386595746 0.0012618246724361015 0.0013457914149620257 0.0011864311359503013 0.001544618166554047 0.0012493840201853524 0.00055282000348827345 0.0014363753305295264 0.0011358919577183822 0.0011887717030315656 0.00095252863908402779 0.0011700623305554571 0.0011104113229128258 0.0012606650091170038 0.00071811524649174213 0.0013939225801248092
leaf_weight=54 93 102 55 53 82 52 60 65 52 63 135 60 185 64 104 59 185 55 74 66 534 54 375 94 57 52 55
leaf_count=54 93 102 55 53 82 52 60 65 52 63 135 60 185 64 104 59 185 55 74 66 534 54 375 94 57 52 55
internal_value=0 0.000644157 0.00096477 0.000478109 0.00118447 0.00055221 0.000468508 0.00119433 0.00120864 0.00111672 0.00121555 0.000716308 0.00120124 0.0011668 0.00106947 0.00123705 0.00132092 0.000557855 0.00130977 0.00125603 0.00120564 0.00109129 0.00120044 0.00112581 0.00116736 0.00063348 0.00132844
internal_weight=0 645 220 425 2294 332 220 2212 1942 165 1890 112 1641 837 239 804 244 160 249 175 598 270 560 216 151 107 109
internal_count=2939 645 220 425 2294 332 220 2212 1942 165 1890 112 1641 837 239 804 244 160 249 175 598 270 560 216 151 107 109
is_linear=0
shrinkage=0.0032998


Tree=8093
num_leaves=27
num_cat=0
split_feature=3 4 160 43 3 1 1 34 43 43 43 12 43 43 3 12 3 16 1 0 0 400 12 43 0 4
split_gain=0.304913 0.131655 0.116802 0.107442 0.11858 0.285155 0.0992168 0.0966477 0.10408 0.128721 0.120982 0.0793846 0.212243 0.125391 0.111259 0.208163 0.0991373 0.0607963 0.0552022 0.0387186 0.034018 0.0480726 0.043757 0.0288093 0.026005 0.0249352
threshold=0.31351000000000001 -0.082274999999999987 -0.24195999999999998 0.058415000000000009 0.096440000000000012 0.10818500000000002 0.084885000000000002 -0.08397499999999998 -0.0083799999999999986 0.024055000000000003 -0.015924999999999998 0.08598500000000002 -0.097764999999999977 -0.18906999999999999 0.08796000000000001 0.082595000000000016 -0.085074999999999998 -0.116045 0.094165000000000013 -0.10147999999999999 -0.079394999999999979 -0.0056149999999999993 0.09550500000000002 0.31405000000000005 -0.083844999999999989 -0.076689999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 6 4 7 -6 24 -4 10 -10 -9 12 -1 -13 15 -14 20 -2 19 -5 21 -15 -22 25 -3 -21
right_child=17 2 3 18 5 -7 -8 8 9 -11 -12 13 14 16 -16 -17 -18 -19 -20 23 22 -23 -24 -25 -26 -27
leaf_value=0.023325009484711882 0.0042599188463463963 0.011989837331325328 0.001068210743823197 0.014106641372588147 -0.0059838525605751102 0.0098902218360423858 0.017481431145809752 0.0081386587972933338 0.012264150917237454 0.003319199597899343 0.0010607150149845345 0.002579083649182671 0.0022999370038927014 0.01006042612858114 0.016886323324231803 0.014033152443469364 0.0046876135588595153 -0.003798925718221836 0.015486883455232836 0.0076648626359027599 0.0071262761239687692 0.01638043800411081 0.013808698854272296 0.0057717149084012039 0.0072623039880346657 0.012759599524082645
leaf_weight=52 53 75 52 52 57 73 75 1009 313 54 74 58 74 55 76 103 57 53 70 54 62 99 53 61 64 61
leaf_count=52 53 75 52 52 57 73 75 1009 313 54 74 58 74 55 76 103 57 53 70 54 62 99 53 61 64 61
internal_value=0 0.00942418 0.00877024 0.00835382 0.0078137 0.00291623 0.0125174 0.00823638 0.00849221 0.0109529 0.00765669 0.0114565 0.0134992 0.00982927 0.0114726 0.00913789 0.0111137 0.000213548 0.0113058 0.0100142 0.0124687 0.014135 0.0102216 0.00879492 0.00982606 0.0103829
internal_weight=0 2833 2144 1930 1632 130 214 1502 1450 367 1083 689 305 384 253 177 326 106 298 228 269 154 115 176 139 115
internal_count=2939 2833 2144 1930 1632 130 214 1502 1450 367 1083 689 305 384 253 177 326 106 298 228 269 154 115 176 139 115
is_linear=0
shrinkage=0.16829


Tree=8094
num_leaves=22
num_cat=0
split_feature=1 12 2 14 4 0 49 49 12 52 12 4 0 0 2 2 0 4 12 52 0
split_gain=11.7478 2.55535 1.4969 0.781546 0.606783 0.452966 0.566369 0.438967 0.408262 0.387834 0.352977 0.331033 0.310085 0.290828 0.208474 0.252473 0.485684 0.141997 0.147723 0.122248 0.0842336
threshold=0.10075500000000003 0.086085000000000009 0.11806500000000002 0.073890000000000011 0.50666500000000003 -0.10462499999999998 0.047620000000000003 -0.053544999999999988 0.11549500000000001 0.060690000000000008 0.10011000000000002 -0.50810499999999992 -0.075434999999999988 0.048235000000000007 0.12026500000000001 -1.0000000180025095e-35 -0.14104999999999998 0.008570000000000003 0.08598500000000002 0.0030150000000000008 -0.062109999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 10 5 9 6 7 -1 11 14 20 -7 -6 17 15 -2 -17 18 -13 -19 -3
right_child=1 2 -4 -5 12 8 -8 -9 -10 -11 -12 13 -14 -15 -16 16 -18 19 -20 -21 -22
leaf_value=0.0010910090229875227 0.00039583719979882149 0.0012576470799026392 0.00041468507718277089 0.0014297410454094997 0.0004369989988610173 0.0013808934678999052 0.0012067581198424596 0.00071825210784249888 0.00089974944931876279 0.00080683128075337122 0.00087833493072869175 0.0012004585412466798 0.00010526464179969974 0.00091350252052183869 0.00037087365622593484 0.00049349939112792952 0.00089730194170305135 0.00099282366247368083 0.0011289186099391231 0.0011884321669763402 0.0010703094402474704
leaf_weight=55 61 55 53 90 76 62 76 95 81 62 86 485 52 65 78 83 54 125 1034 52 59
leaf_count=55 61 55 53 90 76 62 76 95 81 62 86 485 52 65 78 83 54 125 1034 52 59
internal_value=0 0.000641703 0.000908852 0.00112715 0.000496587 0.00111435 0.000973555 0.000855165 0.00113105 0.000569981 0.00103963 0.0011413 0.000302507 0.00113285 0.000516647 0.000573895 0.00065292 0.00114123 0.00115178 0.00105049 0.001161
internal_weight=0 719 253 2220 466 2130 226 150 1904 338 200 1823 128 1761 276 198 137 1696 1519 177 114
internal_count=2939 719 253 2220 466 2130 226 150 1904 338 200 1823 128 1761 276 198 137 1696 1519 177 114
is_linear=0
shrinkage=0.0032998


Tree=8095
num_leaves=31
num_cat=0
split_feature=1 12 2 1 16 3 12 3 1 12 2 2 3 2 3 16 39 1186 0 0 16 3 0 133 159 52 133 42 52 133
split_gain=19.8359 5.43925 2.86503 2.0316 1.35959 1.04902 0.807284 0.585715 0.497011 0.474518 0.459372 0.444719 0.377555 0.369435 0.401091 0.36782 0.365013 0.220049 0.206405 0.166752 0.160763 0.207483 0.15636 0.1125 0.146863 0.199345 0.272461 0.0986958 0.0618565 0.0483742
threshold=0.11829500000000003 0.056995000000000011 0.17553000000000005 0.087545000000000026 0.058455000000000007 -0.017704999999999995 0.086675000000000016 0.11500500000000001 0.13546500000000003 -0.083219999999999988 0.084045000000000022 0.096435000000000007 -0.091694999999999985 0.12068000000000001 -0.14719499999999996 0.035560000000000008 0.087880000000000014 1.0000000180025095e-35 -0.090729999999999991 -0.066734999999999975 0.070590000000000014 -0.076969999999999997 1.0000000180025095e-35 0.089400000000000021 -0.015149999999999999 -0.014944999999999998 -0.0075499999999999986 0.08542000000000001 -1.0000000180025095e-35 0.085835000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 8 -5 10 9 16 -7 12 -11 -3 14 22 17 -2 19 28 -16 -17 -22 -8 24 -12 29 -27 -14 -1 -26
right_child=2 6 -4 5 -6 7 13 -9 -10 11 23 -13 27 -15 15 20 -18 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0013958747644434596 0.00083773947341166685 0.0019622084304758464 -0.00011854350937201066 0.00059504369300189357 0.0010571182226859245 0.0009370473052386244 0.0017714670228822335 0.00081369394542253647 0.00038373983166944725 0.0010760939524657488 0.00169118029429947 0.0014572951619165756 0.0015098127756183121 0.001209720670605526 0.001480286587650116 0.0011701159392030797 0.00048247752329295745 0.0012552476388029764 0.0012483690113447249 0.0012926230731428435 0.0014281393287369094 0.001188444583789362 0.0015188686374437565 0.0013705674090597965 0.0016809337938167241 0.0015547819514595881 0.0012757475357842447 0.0017226037338317942 0.0015619348889303023 0.0015421725206751532
leaf_weight=59 80 53 55 69 84 81 52 85 96 71 63 65 53 79 902 64 53 58 76 58 153 56 63 52 61 87 72 52 54 73
leaf_count=59 80 53 55 69 84 81 52 85 96 71 63 65 53 79 902 64 53 58 76 58 153 56 63 52 61 87 72 52 54 73
internal_value=0 0.00139397 0.000575484 0.00110549 0.00069755 0.000963317 0.00147272 0.00104734 0.000565502 0.0011387 0.00157937 0.00125854 0.00173204 0.00143205 0.00144452 0.00142767 0.000696434 0.00145684 0.00138438 0.00146899 0.00131874 0.00136408 0.00163339 0.00152016 0.00154191 0.0015097 0.00142865 0.00161553 0.00147554 0.0016056
internal_weight=0 2611 368 560 313 371 2051 302 229 217 566 136 158 1485 1406 1291 133 1018 189 960 273 209 115 408 356 293 159 105 113 134
internal_count=2979 2611 368 560 313 371 2051 302 229 217 566 136 158 1485 1406 1291 133 1018 189 960 273 209 115 408 356 293 159 105 113 134
is_linear=0
shrinkage=0.0032998


Tree=8096
num_leaves=37
num_cat=0
split_feature=1 13 4 2 1 3 12 12 4 0 10 1 42 4 0 1455 3 0 12 1 402 15 12 3 12 12 0 4 3 4 3 156 3 42 4 13
split_gain=0.500419 0.308524 0.17654 0.16653 0.216554 0.239873 0.141459 0.176223 0.134778 0.105307 0.132858 0.118561 0.0947801 0.0923938 0.0856081 0.125386 0.101032 0.119294 0.100137 0.0980797 0.0884804 0.0709611 0.0585336 0.0514395 0.0622109 0.0501653 0.0491119 0.0428528 0.076829 0.0303688 0.0551317 0.027718 0.0274774 0.0361408 0.0254646 0.0102763
threshold=0.095435000000000006 0.23904000000000003 -0.17568999999999999 0.084045000000000022 0.081315000000000012 -0.085784999999999986 0.085845000000000019 0.092855000000000007 -0.0064399999999999987 -0.11167499999999998 -0.011269999999999997 0.12545500000000001 0.081605000000000025 0.049545000000000006 -0.083564999999999987 0.083295000000000022 -0.115685 -0.082134999999999986 0.090600000000000014 0.085410000000000014 0.094120000000000009 0.085665000000000005 -0.088684999999999986 -0.077054999999999985 0.10682000000000001 0.096780000000000019 -0.077714999999999992 0.043640000000000005 -0.082354999999999984 -0.081664999999999988 -0.08100499999999998 0.087795000000000012 -0.011629999999999998 0.085965000000000014 0.18095500000000003 -0.037164999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 31 4 5 -1 9 -8 21 11 -11 13 -9 -4 15 19 -16 -18 32 20 27 -6 -12 26 -25 -14 -20 28 -5 -23 -31 -2 33 -19 -29 -24
right_child=1 -3 6 14 8 -7 7 12 -10 10 22 -13 25 -15 16 -17 17 18 23 -21 -22 29 35 24 -26 -27 -28 34 -30 30 -32 -33 -34 -35 -36 -37
leaf_value=0.023716698639278673 0.015547803730018805 -0.00659476119760818 0.00045249260488964052 0.010686624188615976 0.0046627212097694118 0.0096788025645011596 0.017684336182595548 0.0022402401791955752 0.017468845132276541 -0.0060472321216062264 0.0076937925306633488 0.013117613189554461 0.0056056498969728544 0.0080604858302419525 0.0027047700857626453 0.018286074130957303 0.0034508536365513019 0.015893734260397595 0.0058512079253479257 0.0045345044259626956 0.0052579900413716411 0.0075315282448074356 0.0027935121950703194 0.003304776049349954 0.009688020526521365 0.012216816887986981 0.011717617475963364 0.0063471387906362722 0.01506244864163506 0.016605411559123508 0.0095430093772905736 0.010090102791097864 0.0096042981086226532 0.010505321239968465 0.011152912019178014 -0.00041278225332730243
leaf_weight=98 59 52 89 280 71 54 52 83 73 52 64 58 57 93 75 64 89 109 56 72 67 55 60 94 82 80 160 59 198 53 82 53 55 56 73 52
leaf_count=98 59 52 89 280 71 54 52 83 73 52 64 58 57 93 75 64 89 109 56 72 67 55 60 94 82 80 160 59 198 53 82 53 55 56 73 52
internal_value=0 0.00597229 0.0067414 0.0107221 0.0134584 0.0187414 0.00579457 0.00885214 0.0110488 0.00401369 0.00141358 0.0064763 0.00675637 0.00434997 0.00988407 0.0110986 0.00860936 0.00923853 0.0100773 0.010482 0.0111119 0.00924632 0.00362812 0.00845139 0.006289 0.0094793 0.010205 0.0117519 0.012503 0.0109497 0.012329 0.0129812 0.0129661 0.0140758 0.00901849 0.00128883
internal_weight=0 904 852 2075 486 152 740 272 334 468 228 240 220 182 1589 813 776 701 612 749 677 261 176 392 176 137 216 610 478 190 135 112 220 165 132 112
internal_count=2979 904 852 2075 486 152 740 272 334 468 228 240 220 182 1589 813 776 701 612 749 677 261 176 392 176 137 216 610 478 190 135 112 220 165 132 112
is_linear=0
shrinkage=0.16829


Tree=8097
num_leaves=23
num_cat=0
split_feature=1 1 1 3 49 150 1 16 16 43 3 157 157 150 1 1 16 3 48 16 50 475
split_gain=10.3066 2.08415 0.826386 0.788482 0.454083 0.40148 0.257363 0.23175 0.217942 0.2046 0.158466 0.158037 0.21366 0.23693 0.15524 0.317829 0.14501 0.0998148 0.079399 0.0717026 0.054761 0.0646256
threshold=0.10749500000000002 0.13546500000000003 0.095520000000000008 -0.049204999999999992 0.12518000000000004 1.0000000180025095e-35 0.15720500000000001 0.16094000000000003 0.0054050000000000009 -0.06372499999999999 -0.08322499999999998 -0.082869999999999985 -0.077834999999999988 0.089810000000000015 1.0000000180025095e-35 0.081720000000000015 -0.004174999999999999 -0.051469999999999995 0.091195000000000012 -0.33811499999999994 0.10951000000000001 -0.082794999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 11 7 19 17 9 -5 -2 20 -13 14 16 -16 -14 -4 -11 -3 21 -1
right_child=1 6 5 8 -6 -7 -8 -9 -10 18 -12 12 13 -15 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00092465356546464332 0.00055201983640202549 5.9070405764354959e-05 0.00073557153741076278 0.00016909200754335334 0.00058497745342425819 0.0004719936536294066 -0.00013816851347526153 0.00089408742443586331 0.00054249151340156668 0.00048419723177184435 0.00075751761356653686 0.00066729570594145562 0.00087011064573469174 0.00064871015403886081 0.0011424364411155219 0.00088710392329623339 0.00078480034724881195 0.00055847311875768194 0.00030240856233443178 0.00021333467709733127 0.00086466400035426795 0.0010810311789309014
leaf_weight=67 87 69 96 76 66 81 53 76 53 54 81 65 973 56 63 382 293 58 54 64 52 60
leaf_count=67 87 69 96 76 66 81 53 76 53 54 81 65 973 56 63 382 293 58 54 64 52 60
internal_value=0 0.000345317 0.000832138 0.000478125 0.000855953 0.000672971 5.59481e-05 0.000743597 0.000355213 0.000301077 0.000651309 0.000864829 0.000855507 0.000862411 0.000869385 0.000923331 0.000850394 0.000669101 0.000393629 0.000133568 0.000960037 0.00099881
internal_weight=0 591 2388 405 2077 311 186 230 237 184 168 2011 1832 1767 1711 445 1266 154 108 133 179 127
internal_count=2979 591 2388 405 2077 311 186 230 237 184 168 2011 1832 1767 1711 445 1266 154 108 133 179 127
is_linear=0
shrinkage=0.0032998


Tree=8098
num_leaves=22
num_cat=0
split_feature=15 2 4 160 1186 11 15 160 160 156 15 16 1213 16 4 4 2 15 43 43 483
split_gain=0.402996 0.197084 0.102685 0.0971875 0.0950641 0.0983396 0.22147 0.093986 0.110202 0.106708 0.21402 0.130675 0.149295 0.0834397 0.077962 0.0663973 0.0701401 0.0564514 0.054918 0.0514351 0.0414204
threshold=-0.2987999999999999 0.11366500000000002 0.62720500000000012 -0.075199999999999975 1.0000000180025095e-35 0.077330000000000024 0.033605000000000003 0.085460000000000022 0.098760000000000014 0.088735000000000022 -0.0073449999999999991 -0.080419999999999978 -0.073474999999999985 -0.38959499999999997 0.0060300000000000015 0.27998000000000006 0.14870000000000003 0.021950000000000001 0.066010000000000013 -0.052849999999999994 -0.028959999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 7 -7 9 -9 11 -11 18 -13 -5 20 16 17 19 -2 -3 -10
right_child=1 15 -4 13 -6 6 -8 8 14 10 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0093618813647121171 0.0090056407971390914 0.0095402702200022647 -0.0052431579223315566 0.0049076597198039786 0.0042590291989161085 0.0089725127247538387 0.022481257961216996 0.0019337690758957232 0.0076712484848168441 0.010002422857414248 -0.0030008132854832978 0.017474509725825167 0.010609075370885689 -0.0040084706328239201 0.0033036892878427716 0.00037800825577446605 0.0013259316220329276 0.011999279785094534 0.0051251766451667112 0.0034200455336136633 0.013835181481389994
leaf_weight=52 593 67 52 62 103 100 53 103 58 102 55 101 877 57 52 70 66 61 128 96 71
leaf_count=52 593 67 52 62 103 100 53 103 58 102 55 101 877 57 52 70 66 61 128 96 71
internal_value=0 0.00873973 0.00129224 0.00329012 0.00929226 0.00951757 0.0136638 0.0092203 0.00635067 0.00965843 0.00543571 0.0100476 0.0113199 0.000621811 0.00885423 0.00505733 0.00618062 0.007603 0.00831923 0.00594674 0.0110777
internal_weight=0 2756 223 171 2396 2293 153 2140 284 1856 157 1699 978 119 181 360 290 224 721 163 129
internal_count=2979 2756 223 171 2396 2293 153 2140 284 1856 157 1699 978 119 181 360 290 224 721 163 129
is_linear=0
shrinkage=0.16829


Tree=8099
num_leaves=18
num_cat=0
split_feature=4 12 10 124 0 1203 48 52 51 51 147 50 52 1203 43 16 48
split_gain=0.259228 0.174188 0.16947 0.107624 0.116326 0.0892104 0.0993421 0.101771 0.120092 0.0915642 0.123806 0.118491 0.0798177 0.0665781 0.0529639 0.0450564 0.0228364
threshold=0.50291500000000011 0.11878500000000002 -0.084119999999999986 -1.0000000180025095e-35 -0.069074999999999984 0.084830000000000017 0.093225000000000016 -0.057374999999999995 0.078960000000000016 0.104925 0.091170000000000015 0.10672000000000002 0.13248000000000001 0.089745000000000019 -0.055679999999999993 -0.14158499999999996 0.10866500000000003
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 6 9 16 15 10 12 -11 -4 -7 -3 -9 -8
right_child=3 14 5 4 -6 13 7 8 -10 11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.016070702091694145 0.0062689630553926729 -0.0029420183791475378 0.0082439488231701337 0.0036042120258746855 -0.0068454018097817548 -0.0013623302573283918 0.0060242288203755674 0.0016463354088191156 -0.004084014570970327 0.01791928946214557 0.00062605520246359573 0.0074970834834293745 0.0049411733560695992 0.0065249276302209395 0.0042247232305784197 0.0083368367600637743 0.011034726536581826
leaf_weight=64 65 55 1772 54 68 57 53 55 60 58 70 68 238 64 62 61 55
leaf_count=64 65 55 1772 54 68 57 53 55 60 58 70 68 238 64 62 61 55
internal_value=0 0.00721362 0.0074917 0.000730603 -0.00220544 0.00728073 0.00749801 0.00452057 0.00201167 0.00788051 0.00761139 0.0123089 0.00785377 0.00279459 0.000840387 0.0051801 0.00859251
internal_weight=0 2792 2675 187 122 2611 2490 284 176 2206 2080 126 2010 121 117 116 108
internal_count=2979 2792 2675 187 122 2611 2490 284 176 2206 2080 126 2010 121 117 116 108
is_linear=0
shrinkage=0.16829


Tree=8100
num_leaves=32
num_cat=0
split_feature=1 12 13 51 1 1 15 47 3 13 12 124 1 51 3 16 15 13 151 3 43 12 0 12 1 15 160 160 12 3 133
split_gain=5.55178 1.68335 0.930685 0.772014 0.510842 0.474194 0.364662 0.533157 0.321146 0.500303 0.24737 0.242721 0.223796 0.210867 0.197494 0.18884 0.179816 0.152236 0.152183 0.131995 0.125547 0.107174 0.130177 0.101727 0.0864795 0.234607 0.0752757 0.0646021 0.0360849 0.0357593 0.0298468
threshold=0.11690500000000002 0.056995000000000011 -1.0000000180025095e-35 -0.067854999999999985 0.14920500000000003 0.092845000000000025 -1.0000000180025095e-35 0.077735000000000012 -0.14186499999999996 0.036560000000000002 0.087915000000000007 -0.064554999999999987 0.082295000000000021 -1.0000000180025095e-35 0.088880000000000015 -0.50069999999999992 0.08517000000000001 -0.071564999999999976 -0.08323499999999999 0.08796000000000001 -0.078734999999999986 0.088930000000000023 -0.075804999999999997 0.083725000000000008 0.089535000000000017 0.093425000000000022 -0.15523999999999996 -0.089744999999999978 0.094860000000000014 -0.070099999999999982 0.40408500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 11 -1 7 14 9 -3 12 -5 23 -11 -4 -13 18 -17 -12 -8 -7 -20 -23 -10 29 -26 -25 -28 -27 30 -18
right_child=3 8 6 4 -6 20 19 -9 10 13 16 15 -14 -15 -16 17 24 -19 21 -21 -22 22 -24 26 25 28 27 -29 -30 -31 -32
leaf_value=0.00074097942474618149 0.00071678075515076937 0.0012218778892735575 0.00072023504885425035 0.00023401073389951721 5.4882139688073744e-05 0.00032675519987115936 0.00083149242822916217 0.0009475048369487043 0.0010796187905423426 0.0010272453578059129 0.00097823711745711681 0.00030744417316185213 0.00077452355740062202 0.00073032648570415387 0.00044963788665166151 0.00041996585150206011 0.00087309499320947629 0.00064731241364492152 0.00068369705298186394 0.0010474171099986533 0.00053474200284834173 0.00086458562094960572 0.00074523647244957385 0.00082024175755362311 0.0011522017407046253 0.00081178856968527825 0.0010725786132258725 0.00094366821205139797 0.00093909881107355833 0.00079527156701921734 0.00096559560264360123
leaf_weight=70 81 85 57 61 52 85 64 67 73 54 59 53 82 53 63 61 281 71 79 65 52 270 168 52 52 52 52 430 61 62 54
leaf_count=70 81 85 57 61 52 85 64 67 73 54 59 53 82 53 63 61 281 71 79 65 52 270 168 52 52 52 52 430 61 62 54
internal_value=0 0.000859018 0.000691887 0.000430701 0.000352822 0.000519419 0.000804753 0.000710876 0.000902294 0.00103182 0.000888663 0.000415658 0.00093856 0.000880503 0.000578465 0.000475363 0.000858422 0.000542518 0.000816791 0.000940565 0.000405956 0.000798299 0.000818888 0.000960662 0.000901027 0.000966564 0.000944334 0.000957649 0.000880825 0.000873701 0.000888111
internal_weight=0 2542 523 379 298 207 316 187 2019 192 1827 246 689 107 120 185 1138 132 576 129 137 517 438 607 562 165 534 482 113 397 335
internal_count=2921 2542 523 379 298 207 316 187 2019 192 1827 246 689 107 120 185 1138 132 576 129 137 517 438 607 562 165 534 482 113 397 335
is_linear=0
shrinkage=0.0032998


Tree=8101
num_leaves=22
num_cat=0
split_feature=2 12 2 42 0 49 156 151 16 2 3 3 3 12 3 0 16 13 0 50 16
split_gain=7.00329 2.50804 1.81657 0.804805 0.547005 0.492966 0.441122 0.327286 0.226006 0.29917 0.210992 0.289335 0.264842 0.210919 0.280078 0.20653 0.180292 0.176905 0.160836 0.151616 0.136081
threshold=0.12026500000000001 -1.0000000180025095e-35 0.16730000000000003 -0.0047199999999999994 -0.084114999999999981 -0.026279999999999998 0.07881500000000001 -0.082904999999999993 -1.0000000180025095e-35 -0.040939999999999997 0.10766000000000002 -0.034509999999999992 -0.081224999999999978 0.083400000000000016 -0.16100499999999998 -0.11656999999999999 -1.0000000180025095e-35 -0.06724999999999999 -0.11167499999999998 -0.041284999999999995 -0.11227499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 6 7 -3 9 -5 11 12 13 -7 -15 -9 -13 -6 -11 -14 -21
right_child=2 5 -4 8 17 10 -8 15 -10 18 -12 16 19 14 -16 -17 -18 -19 -20 20 -22
leaf_value=0.0010128496481750804 0.00041845241392931821 0.0006077632328747749 1.7792204484695468e-05 0.00034309466841308942 0.00058647339165181038 0.00092758413643682035 0.0011274657688520678 0.00075255925648161457 0.00078579425680817589 0.00077199654343544004 0.00085839799049096843 0.0010956187992364821 0.00083006642197954524 0.0012765242040188576 0.0010744996186798598 0.001009634925786347 0.0013517974294500479 0.0008225177617930769 0.00051752599022481395 0.00089894109752183371 0.0010321656544764221
leaf_weight=73 97 57 72 53 56 98 70 59 61 56 62 69 59 83 994 86 57 97 55 106 501
leaf_count=73 97 57 72 53 56 98 70 59 61 56 62 69 59 83 994 86 57 97 55 106 501
internal_value=0 0.000996268 0.000480135 0.000711047 0.000613148 0.00103319 0.000900369 0.000821498 0.000612973 0.000548477 0.00105098 0.00105703 0.00104642 0.00107658 0.0010901 0.000905275 0.00121179 0.000736353 0.000646225 0.000993164 0.00100896
internal_weight=0 2599 322 298 250 2301 272 202 225 164 2029 1967 1841 1175 1077 145 126 153 111 666 607
internal_count=2921 2599 322 298 250 2301 272 202 225 164 2029 1967 1841 1175 1077 145 126 153 111 666 607
is_linear=0
shrinkage=0.0032998


Tree=8102
num_leaves=15
num_cat=0
split_feature=15 33 34 15 13 39 16 160 151 13 16 3 47 15
split_gain=0.157588 0.113968 0.120105 0.117343 0.151934 0.134254 0.111995 0.134575 0.0911746 0.0805583 0.0695847 0.0704686 0.119417 0.0644981
threshold=-0.50173499999999993 1.0000000180025095e-35 -0.05547499999999999 -0.14051999999999998 -0.16392499999999996 0.10189000000000001 -0.15693499999999996 -0.53327999999999987 -0.010059999999999998 -0.42246499999999992 -0.46591499999999991 -0.10115999999999999 0.091680000000000011 -0.26361999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 10 9 6 8 -8 -6 -5 -4 -12 13 -13
right_child=1 -3 3 4 5 -7 7 -9 -10 -11 11 12 -14 -15
leaf_value=-0.00055568793683387829 -1.6577552505182043e-06 -0.00015111000105551411 0.0050513497589860833 0.005578752780799898 0.0052664518272329992 -0.00067780620333302065 0.00025074561067143846 0.0074466440034616152 0.013271037694850604 -0.0036088126301864905 0.017389656681118158 0.0043090307311382942 0.016646896449546197 0.011909923611794052
leaf_weight=77 62 59 53 53 55 57 77 1970 160 55 52 77 59 55
leaf_count=77 62 59 53 53 55 57 77 1970 160 55 52 77 59 55
internal_value=0 0.00713844 0.00729352 0.00746028 0.00707226 0.00735971 0.00756304 0.00717684 0.0112317 0.000883265 0.0106357 0.0118463 0.0103278 0.00748968
internal_weight=0 2844 2785 2723 2427 2319 2262 2047 215 108 296 243 191 132
internal_count=2921 2844 2785 2723 2427 2319 2262 2047 215 108 296 243 191 132
is_linear=0
shrinkage=0.16829


Tree=8103
num_leaves=16
num_cat=0
split_feature=4 3 49 14 1 1 49 15 0 1 3 15 15 15 1
split_gain=8.95975 2.6674 1.1435 0.7393 0.736244 0.619806 0.619053 0.439085 0.439603 0.417663 0.303048 0.287764 0.128529 0.100532 0.0899875
threshold=0.31392000000000003 0.28833000000000003 -0.026279999999999998 0.073890000000000011 0.085410000000000014 0.12313000000000002 -0.088164999999999979 -0.14803999999999998 -0.14680499999999999 0.13074500000000003 -0.12077499999999998 -0.087284999999999988 -0.032519999999999993 -0.19153499999999998 0.13872000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 12 7 -6 -4 -9 13 -10 -8 -1 -2 -11
right_child=9 -3 3 -5 6 -7 11 8 10 14 -12 -13 -14 -15 -16
leaf_value=0.0011166380929851802 0.00057378214515058491 0.00035213258656873164 0.0012719310310654937 0.0013342980357758329 0.00093312599885573666 0.00068842434436865781 0.00038829225577934176 0.00072761267710853741 0.0008829042727845005 0.00015237367128285466 0.0010409843445552131 0.00071693488011726587 0.00091213155775167368 0.00040844853402661254 0.00032646525853603407
leaf_weight=64 99 70 80 86 71 60 63 55 146 53 1783 55 78 71 87
leaf_count=64 99 70 80 86 71 60 63 55 146 53 1783 55 78 71 87
internal_value=0 0.000988357 0.00100587 0.00103302 0.000824465 0.00102081 0.000688975 0.00103045 0.0010207 0.000394801 0.00102904 0.000541772 0.00100455 0.000504938 0.000260811
internal_weight=0 2611 2541 2210 331 2124 189 2064 1984 310 1929 118 142 170 140
internal_count=2921 2611 2541 2210 331 2124 189 2064 1984 310 1929 118 142 170 140
is_linear=0
shrinkage=0.0032998


Tree=8104
num_leaves=18
num_cat=0
split_feature=4 2 123 2 13 13 2 0 0 48 3 3 0 43 15 2 4
split_gain=4.86715 1.9618 0.666812 0.495859 0.353111 0.353589 0.266368 0.222874 0.214675 0.19694 0.195858 0.168416 0.162705 0.332277 0.140443 0.113094 0.0401437
threshold=0.31392000000000003 0.13270000000000001 1.0000000180025095e-35 0.14019000000000004 -0.16392499999999996 -0.13871999999999998 0.089795000000000014 -0.12851999999999997 -0.081414999999999987 0.08956500000000002 -0.084014999999999992 -0.054399999999999997 -0.066574999999999981 -0.065749999999999989 0.09222000000000001 0.10233000000000002 0.0048200000000000005
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 -1 -6 12 16 -4 -3 -2 -9 14 -14 -7 -12 -8
right_child=3 9 8 -5 5 6 7 11 -10 -11 15 -13 13 -15 -16 -17 -18
leaf_value=0.00058202277417440814 0.00056950594045068791 0.00051616321179785392 0.00069780094899249314 0.00012376557298804768 0.0010978842940492625 0.00087360923923817595 0.00056298431579921511 0.00077567561083402884 0.00042486372249060444 0.00024428429382571516 0.00026368324890106368 0.00092729909046511134 0.00054683829813862827 0.00089701655315064187 0.00076668570019538542 0.00044277005005685882 0.000696641497735382
leaf_weight=67 73 55 71 79 52 1109 52 655 58 63 72 94 57 63 159 86 56
leaf_count=67 73 55 71 79 52 1109 52 655 58 63 72 94 57 63 159 86 56
internal_value=0 0.000787609 0.000807299 0.000350066 0.000819941 0.000826866 0.000820572 0.00077436 0.000575358 0.000371306 0.000427307 0.000794751 0.00084908 0.000730975 0.000860229 0.000361384 0.000632614
internal_weight=0 2611 2493 310 2364 2297 2245 857 129 118 231 749 1388 120 1268 158 108
internal_count=2921 2611 2493 310 2364 2297 2245 857 129 118 231 749 1388 120 1268 158 108
is_linear=0
shrinkage=0.0032998


Tree=8105
num_leaves=19
num_cat=0
split_feature=9 1209 49 483 2 52 2 13 483 13 52 51 4 42 42 13 52 1
split_gain=0.156672 0.13192 0.102963 0.0716205 0.109731 0.0967547 0.114965 0.140247 0.0902501 0.0794986 0.117862 0.111502 0.0768371 0.0713818 0.0633132 0.0684199 0.0527187 0.0497694
threshold=0.092645000000000019 -0.08459499999999999 -0.23233499999999999 0.085850000000000024 0.093320000000000014 -0.17568999999999999 -0.0098549999999999974 -0.0094049999999999984 0.089945000000000011 0.10077500000000002 -0.54340999999999984 -0.023999999999999997 -0.014454999999999997 0.085695000000000007 0.087170000000000011 -0.079199999999999979 -0.0031999999999999993 0.093170000000000017
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 17 7 -7 -5 10 -6 -12 -11 -8 16 -16 -10 -4
right_child=-2 2 3 8 9 6 13 -9 14 12 11 -13 -14 -15 15 -17 -18 -19
leaf_value=0.014558615035572651 -0.0026376255454696141 -0.0008247337961846085 0.0079202840890644412 0.015506465401323102 0.011979687568592716 0.0068450849860301893 0.0062277455436551528 -0.0045600727169793475 0.0081120464138670252 0.005224991889825884 0.00081830351573508554 0.0059042189061829023 -0.0033632206381261072 0.0087347525448923449 0.01436641056674968 0.0067394649986857709 0.00080432227245648749 0.014631166294489385
leaf_weight=59 52 53 59 52 72 70 810 54 62 57 156 576 61 545 62 75 52 71
leaf_count=59 52 53 59 52 72 70 810 54 62 57 156 576 61 545 62 75 52 71
internal_value=0 0.00665646 0.00649434 0.00663185 0.00633679 0.00717795 0.00678812 0.00186383 0.00909067 0.0048669 0.00546594 0.00482279 0.000770097 0.00723742 0.00775434 0.0102042 0.00479446 0.0115993
internal_weight=0 2946 2887 2834 2531 1609 1479 124 303 922 804 732 118 1355 251 137 114 130
internal_count=2998 2946 2887 2834 2531 1609 1479 124 303 922 804 732 118 1355 251 137 114 130
is_linear=0
shrinkage=0.16829


Tree=8106
num_leaves=27
num_cat=0
split_feature=1 155 1 12 3 1 10 12 49 3 1 12 14 3 12 3 12 1 12 1 1456 3 1 13 3 12
split_gain=6.97407 1.93299 1.03878 0.728064 0.615543 0.399933 0.320131 0.312746 0.245621 0.285343 0.219776 0.211298 0.18275 0.160621 0.147418 0.141232 0.128152 0.122089 0.154279 0.108632 0.0882679 0.0733354 0.0689503 0.0394148 0.0350766 0.033025
threshold=0.10123500000000001 0.092900000000000024 0.12381000000000002 -1.0000000180025095e-35 -0.066789999999999974 0.11189500000000001 -0.008179999999999998 -0.042789999999999988 -0.047859999999999993 -0.088584999999999983 0.088035000000000016 0.088965000000000002 0.077140000000000014 0.088880000000000015 0.098785000000000012 -0.12711499999999995 0.10134500000000002 0.079225000000000004 -0.014854999999999998 0.13662500000000002 -0.011624999999999998 -0.081084999999999977 0.11338500000000001 -0.052124999999999998 -0.081914999999999988 0.10682000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 8 -2 -4 19 9 -1 17 22 15 -12 -13 -10 20 18 -6 -8 24 -22 -5 -20 -17 -18
right_child=1 -3 6 11 10 -7 7 -9 12 -11 13 14 -14 -15 -16 16 25 -19 23 -21 21 -23 -24 -25 -26 -27
leaf_value=0.00060270719845677344 0.00023463613873567741 0.001031982663625957 0.00013398834763031747 0.00065758017869710947 0.00092610819885528676 0.00061037098115183615 0.00037249954669752746 0.00052488937916785907 0.00079961559266468832 0.00091653187472291709 0.00077811053492851038 0.00090417984489449407 0.0011277538942760545 0.00054269832105230224 0.00067994938605274609 0.00092512532966511113 0.00077639822926099211 0.00095903994710226843 0.00080981002716353379 0.00016053697908769286 0.00098394132120413653 0.00092878259761032783 0.0005019102080959625 0.0006922106688690531 0.00082315389923791663 0.00089318103392736542
leaf_weight=52 77 78 70 83 76 52 54 101 80 84 79 61 59 55 72 101 56 78 58 53 791 445 54 87 74 68
leaf_count=52 77 78 70 83 76 52 54 101 80 84 79 61 59 55 72 101 56 78 58 53 791 445 54 87 74 68
internal_value=0 0.000539686 0.000482915 0.000590917 0.000906481 0.000386368 0.000327777 0.000392826 0.000933329 0.000796799 0.000794171 0.000688516 0.0009444 0.000681749 0.000783057 0.000937679 0.000944852 0.000844436 0.000803828 0.000267838 0.000953978 0.000964111 0.000596478 0.000739493 0.000882207 0.000840725
internal_weight=0 755 677 399 2243 129 278 208 1810 136 433 270 1674 134 133 1615 1535 299 221 107 1411 1236 137 145 175 124
internal_count=2998 755 677 399 2243 129 278 208 1810 136 433 270 1674 134 133 1615 1535 299 221 107 1411 1236 137 145 175 124
is_linear=0
shrinkage=0.0032998


Tree=8107
num_leaves=28
num_cat=0
split_feature=9 2 4 0 1 131 12 0 0 0 16 12 1 4 4 12 13 13 1375 13 1 49 0 4 52 4 2
split_gain=0.11392 0.0905147 0.0956559 0.161059 0.0876271 0.150421 0.0977311 0.176753 0.184883 0.085272 0.124358 0.0978855 0.093316 0.145866 0.089046 0.0696912 0.117254 0.0930361 0.0512379 0.0438771 0.0397628 0.0395606 0.0391075 0.0285452 0.044635 0.0207199 0.00405264
threshold=0.092645000000000019 0.093320000000000014 -0.34140499999999996 -0.021574999999999997 0.110115 0.090175000000000019 0.083885000000000015 -0.086274999999999977 -0.10998999999999999 -0.084114999999999981 -0.084984999999999991 0.10134500000000002 0.093170000000000017 0.016670000000000001 -0.037689999999999994 0.089085000000000011 0.025450000000000004 -0.078439999999999996 -0.030214999999999995 -0.084419999999999981 0.12000500000000001 -1.0000000180025095e-35 -0.11327499999999999 -0.072334999999999997 0.06136500000000001 0.18095500000000003 0.099845000000000003
decision_type=2 2 2 2 2 2 2 2 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 7 8 -4 12 25 15 22 -14 -13 16 17 -12 -8 -20 21 -15 -3 -17 -25 -11 -24
right_child=-2 9 3 -5 5 -7 18 -9 -10 10 11 14 13 20 -16 23 -18 -19 19 -21 -22 -23 26 24 -26 -27 -28
leaf_value=0.013470417058081552 -0.0018077646596851434 0.0099050909488335882 0.0017522588803954506 -0.0022504126700106839 0.015522485856485784 0.0046435258016953645 0.012336490785003778 -0.0025439160906580004 0.011688269030490204 0.008818057691233205 0.0010867808360466077 0.0048977935121176357 -0.0043107319512768723 0.0026756106447340467 -0.0035855495227650812 0.0059442650376920281 -0.0027880678471270746 0.010196418186673349 0.005410442503735167 0.0076148563379287541 0.00082103459522245162 0.0092095047746706318 0.0032650146476296653 0.0073735634165055693 0.013623420377056139 0.013642314941585092 0.0054530533416950267
leaf_weight=60 52 55 114 56 84 64 53 88 100 52 53 82 92 53 61 86 52 81 375 857 71 54 56 82 56 56 53
leaf_count=60 52 55 114 56 84 64 53 88 100 52 53 82 92 53 61 86 52 81 375 857 71 54 56 82 56 56 53
internal_value=0 0.00611187 0.0068318 0.0066084 0.00689537 0.0108302 0.00652728 0.00379046 0.00640365 0.00489326 0.00609935 0.00507336 0.00305218 0.00112083 0.00126646 0.00639676 0.00397059 0.00660676 0.00716909 0.00694533 0.00393824 0.00598988 0.00622089 0.00840332 0.00992276 0.0113362 0.00434541
internal_weight=0 2946 1851 1791 1735 148 1587 302 214 1095 661 553 434 270 143 410 186 134 1285 1232 178 107 164 224 138 108 109
internal_count=2998 2946 1851 1791 1735 148 1587 302 214 1095 661 553 434 270 143 410 186 134 1285 1232 178 107 164 224 138 108 109
is_linear=0
shrinkage=0.16829


Tree=8108
num_leaves=28
num_cat=0
split_feature=4 2 12 2 15 16 4 12 39 3 4 40 4 2 2 52 3 3 11 4 16 133 4 2 12 157 13
split_gain=7.38061 2.76705 1.72386 0.759988 0.596839 0.627014 0.552508 0.494481 0.284304 0.262652 0.25801 0.446272 0.235969 0.233492 0.198387 0.172418 0.176549 0.172339 0.140609 0.179115 0.104056 0.117239 0.100341 0.0790039 0.184622 0.0969974 0.0593496
threshold=0.31392000000000003 0.14870000000000003 -1.0000000180025095e-35 0.093320000000000014 -0.43091499999999999 -0.5152199999999999 -0.013049999999999997 0.056995000000000011 0.08955500000000001 -0.029394999999999998 -0.0058699999999999994 -0.079759999999999984 0.053330000000000009 0.096080000000000013 0.11504500000000002 -0.54883999999999988 -0.097199999999999995 -0.081224999999999978 1.0000000180025095e-35 -0.08231999999999999 -0.33811499999999994 0.089400000000000021 0.51367000000000018 0.083970000000000017 0.087665000000000007 -0.0091799999999999989 -0.073514999999999983
decision_type=2 2 2 2 2 2 2 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 12 8 14 9 -8 22 15 11 -1 17 -12 -6 -5 -17 18 19 -4 -9 -22 -2 24 -19 -25 -14
right_child=4 -3 3 6 5 -7 7 20 -10 -11 13 -13 26 -15 -16 16 -18 23 -20 -21 21 -23 -24 25 -26 -27 -28
leaf_value=0.00073393028147839207 0.00072620807383970681 0.00025834227387191207 0.00095542741150265727 0.0010463659496865283 0.00053590541385218097 -2.9039854958257013e-05 0.00046803675291186931 0.00094572044005936193 0.00033198683860741999 0.0011176853545237855 0.00089068726971549639 0.0003351223347907673 0.00090953776155594415 0.00062358132184599647 0.0002485742778245869 0.00068495672621609141 0.0009027517488094459 0.00072754922174185878 0.001176452243416206 0.0010503412428442894 0.00085141836702238151 0.00067953380017856107 0.00052179582331097812 0.0011106712336796016 0.00095011509870657229 0.00095542488245915541 0.00075664429632227228
leaf_weight=70 52 71 371 65 53 60 57 52 58 73 77 55 72 69 53 55 174 52 64 568 100 82 57 60 215 211 52
leaf_count=70 52 71 371 65 53 60 57 52 58 73 77 55 72 69 53 55 174 52 64 568 100 82 57 60 215 211 52
internal_value=0 0.000901726 0.000919322 0.000948413 0.000380484 0.00023997 0.000853073 0.000745103 0.000519945 0.000938588 0.000669825 0.000558737 0.00098607 0.000764694 0.000392572 0.000893999 0.000850597 0.000997342 0.00102335 0.00101288 0.000812442 0.000774169 0.000619637 0.000948788 0.000906901 0.000989927 0.000845705
internal_weight=0 2665 2594 2323 333 166 658 291 167 367 271 125 1665 146 106 294 229 1541 1003 939 234 182 109 538 267 271 124
internal_count=2998 2665 2594 2323 333 166 658 291 167 367 271 125 1665 146 106 294 229 1541 1003 939 234 182 109 538 267 271 124
is_linear=0
shrinkage=0.0032998


Tree=8109
num_leaves=16
num_cat=0
split_feature=4 12 13 14 49 148 13 4 4 12 1452 39 39 52 4
split_gain=0.111102 0.176399 0.132488 0.100412 0.0655852 0.0949537 0.0803227 0.0764643 0.149266 0.106362 0.0693875 0.0427775 0.0251001 0.0139831 0.00469635
threshold=0.27258000000000004 0.099170000000000022 -0.16140499999999997 -0.10523499999999998 -0.23233499999999999 -0.07743499999999999 -0.16392499999999996 -0.34140499999999996 -0.10701499999999999 0.095110000000000014 0.093915000000000012 0.096325000000000008 0.087880000000000014 -0.11733999999999999 0.41377500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 -6 -7 9 -9 13 11 -10 14 -8 -5
right_child=1 -3 3 12 5 6 7 8 10 -11 -12 -13 -14 -15 -16
leaf_value=0.00011556812841485636 0.010795872002195525 -0.0056929964447575343 0.0080832298056414675 0.002980453785502035 0.011842638304947039 0.001172475152882751 0.0099644426062153544 -0.00052833457987667824 0.0061362751411708511 0.0029432060929459034 0.00023039305276209432 0.010854885503662063 -0.0024321056492887091 0.013589898474262348 0.00068506512374538905
leaf_weight=54 71 58 65 53 79 99 63 100 2005 53 56 57 61 71 53
leaf_count=54 71 58 65 53 79 99 63 100 2005 53 56 57 61 71 53
internal_value=0 0.00279622 0.00442714 0.00247035 0.00595416 0.00607553 0.00589286 0.00608642 0.00580876 0.00937019 0.00610881 0.00626758 0.000274935 0.0118988 0.00184971
internal_weight=0 361 303 232 2637 2583 2504 2405 2218 187 2118 2062 167 134 106
internal_count=2998 361 303 232 2637 2583 2504 2405 2218 187 2118 2062 167 134 106
is_linear=0
shrinkage=0.16829


Tree=8110
num_leaves=34
num_cat=0
split_feature=1 1 12 10 0 4 1 43 160 12 4 4 16 4 4 52 16 4 0 0 0 40 47 42 12 16 43 15 15 43 1212 43 15
split_gain=9.77175 2.17999 1.31651 0.711798 0.582919 0.561325 0.468849 0.441168 0.437345 0.423527 0.409809 0.385157 0.370133 0.315645 0.308868 0.263992 0.247919 0.233952 0.218698 0.200174 0.193694 0.172008 0.161081 0.117707 0.110166 0.103993 0.185285 0.264525 0.101833 0.209222 0.0760648 0.0697697 0.0551236
threshold=0.10123500000000001 0.12448500000000001 0.085075000000000026 -0.020369999999999996 -0.070134999999999989 0.022635000000000006 0.085410000000000014 -0.082094999999999987 -0.081399999999999986 -1.0000000180025095e-35 0.24099500000000004 0.043640000000000005 -0.49057499999999993 0.0054350000000000015 -0.47860499999999995 0.11628500000000001 -0.11807499999999999 -0.087104999999999988 -0.097224999999999992 -0.044434999999999995 -0.13619499999999998 -0.039379999999999991 0.09252500000000001 0.116275 0.083815000000000014 0.0054050000000000009 -0.025079999999999995 0.088235000000000022 -0.080724999999999977 -0.068029999999999993 0.089955000000000021 -0.033049999999999989 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
left_child=4 2 5 -3 6 20 11 17 -8 21 22 15 -7 25 -9 18 31 -6 32 23 -2 -5 -4 -16 -20 26 -10 -28 -17 -30 -26 -13 -1
right_child=1 3 10 9 7 12 8 14 13 -11 -12 16 -14 -15 19 28 -18 -19 24 -21 -22 -23 -24 -25 30 -27 27 -29 29 -31 -32 -33 -34
leaf_value=0.0011088990216103543 0.00020739793153804704 -3.6325452714640239e-05 0.0010321543322927181 0.00036707774775084523 0.00049368966474490122 0.00050156348947259365 0.00066830935380132891 0.001082030091212244 0.0011226228109795307 0.00052956189163418891 0.00060599288681987802 0.00087336588453300822 0.00087009095078097707 0.0007002552297399018 0.00096919483760224607 0.0010327088874574192 0.00068460152217151822 0.0008000225179105653 0.001143015035302385 0.00067125678918599169 0.00046272242582241383 0.00012302617955419929 0.00079946797311336614 0.0007756231035971592 0.0010300048710096808 0.00083730196947864204 0.00078584459963350437 0.0010433379062149881 0.00097845206096296416 0.00070203152864792512 0.00092152787671844036 0.0010327788243677698 0.0012604969968017367
leaf_weight=60 60 59 92 62 52 71 85 78 90 101 53 71 52 56 100 54 58 59 91 59 72 65 53 56 691 56 76 107 69 55 86 60 59
leaf_count=60 60 59 92 62 52 71 85 78 90 101 53 71 52 56 100 54 58 59 91 59 72 65 53 56 691 56 76 107 69 55 86 60 59
internal_value=0 0.00051141 0.000654028 0.000286179 0.000949187 0.000496946 0.000974423 0.000835164 0.000884007 0.000369788 0.000856152 0.00100578 0.00065765 0.000931536 0.000902603 0.00102836 0.000866418 0.000656833 0.00104969 0.000837344 0.000346933 0.000242447 0.000947346 0.000899933 0.00103119 0.000970796 0.000998051 0.000936593 0.000909897 0.00085613 0.00101804 0.000946648 0.00118436
internal_weight=0 740 453 287 2228 255 1824 404 470 228 198 1354 123 385 293 1165 189 111 987 215 132 127 145 156 868 329 273 183 178 124 777 131 119
internal_count=2968 740 453 287 2228 255 1824 404 470 228 198 1354 123 385 293 1165 189 111 987 215 132 127 145 156 868 329 273 183 178 124 777 131 119
is_linear=0
shrinkage=0.0032998


Tree=8111
num_leaves=27
num_cat=0
split_feature=2 2 2 39 2 150 16 16 52 2 14 51 123 52 16 484 52 10 16 1456 2 52 16 2 42 43
split_gain=7.49749 4.66765 2.07888 1.69577 1.24358 1.19686 0.711176 0.532568 0.57446 0.51979 0.506937 0.301054 0.300925 0.249343 0.255926 0.218583 0.215302 0.205086 0.173315 0.155469 0.113311 0.106489 0.110516 0.0510111 0.0767811 0.0437609
threshold=0.12414000000000001 -1.0000000180025095e-35 0.095850000000000005 0.086285000000000014 0.15305000000000002 1.0000000180025095e-35 -0.059289999999999995 0.31497000000000003 0.029970000000000007 0.10859000000000001 0.073890000000000011 -0.08860999999999998 0.084380000000000024 0.11628500000000001 -0.15105999999999997 0.049355000000000003 -0.08403999999999999 -0.36237499999999995 0.026395000000000005 0.056325000000000007 0.083815000000000014 0.51668500000000006 -0.044939999999999987 0.10100500000000003 -0.026374999999999999 -0.012509999999999999
decision_type=2 2 2 2 2 2 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 6 12 7 -1 8 9 16 11 15 18 14 -13 20 -4 -6 -2 -16 -3 22 -15 -10 -25 -9
right_child=4 2 5 -5 17 -7 -8 25 23 -11 -12 13 -14 21 19 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=0.00063489688337526955 0.0007062721113949347 0.0010484951411981682 0.0011634628771886217 0.00030019640467717054 0.0001299989664709984 0.0006663520259852755 0.0011293642315481651 0.0011428024928213528 0.0010413396668270444 0.00068073492139708027 0.0014743396437768529 0.0010487954994620643 0.00050349639485387082 0.001169880875054205 0.0012356816277597816 0.00090098122957864594 0.00089324798739953291 0.00042294566968985103 0.00094405321919714701 0.0013669597277283789 0.0012623834742422535 0.0012491472195006977 0.00099478518698447346 0.0012577864598045548 0.0010942256863497686 0.0012702771101345939
leaf_weight=61 89 58 58 89 53 100 67 53 64 87 80 77 52 75 1104 57 77 52 56 114 57 52 94 58 84 100
leaf_count=61 89 58 58 89 53 100 67 53 64 87 80 77 52 75 1104 57 77 52 56 114 57 52 94 58 84 100
internal_value=0 0.00111483 0.00115595 0.000650618 0.000565997 0.00100075 0.000893995 0.00105824 0.000998069 0.00088088 0.00121571 0.00120343 0.000720698 0.00121845 0.00123618 0.0010709 0.0010096 0.000275413 0.000798348 0.001248 0.00115482 0.00111438 0.0010727 0.00112419 0.00116128 0.00122635
internal_weight=0 2666 2449 217 302 681 128 581 428 222 1768 1688 197 1516 1295 172 135 105 145 1218 115 221 169 206 142 153
internal_count=2968 2666 2449 217 302 681 128 581 428 222 1768 1688 197 1516 1295 172 135 105 145 1218 115 221 169 206 142 153
is_linear=0
shrinkage=0.0032998


Tree=8112
num_leaves=30
num_cat=0
split_feature=12 2 2 2 2 34 2 12 0 52 3 3 0 52 16 0 402 13 3 3 2 16 1204 2 16 52 0 2 13
split_gain=7.00574 2.51004 1.84009 1.70281 1.37043 0.674577 0.51447 0.47483 0.380638 0.367462 0.330155 0.198596 0.195992 0.180877 0.165332 0.156773 0.153896 0.137511 0.135606 0.378972 0.294182 0.13345 0.122268 0.0963704 0.194265 0.098359 0.0960329 0.0744135 0.0575248
threshold=0.078120000000000009 0.13501500000000002 0.14290000000000003 -1.0000000180025095e-35 0.10406500000000002 -0.083799999999999986 0.091235000000000024 0.092735000000000026 -0.064509999999999984 0.042815000000000006 -0.13392999999999997 -0.093419999999999989 -0.15445999999999996 -1.0000000180025095e-35 0.053305000000000012 -0.087984999999999994 0.012085000000000002 -0.085859999999999978 -0.23098999999999997 -0.097574999999999981 0.099845000000000003 0.052690000000000008 -0.079639999999999975 0.11543500000000002 0.18879500000000002 -0.015539999999999998 -0.14076499999999997 0.094905000000000017 0.0040450000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 5 12 -1 7 10 15 14 -2 -12 -5 27 26 -9 22 -18 -8 20 -20 28 -13 24 25 -21 -6 -14 -17
right_child=1 -3 -4 4 9 -7 18 8 -10 -11 11 16 13 -15 -16 21 17 -19 19 23 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00068731351394093999 0.0013676789542406442 0.00045167778327580228 0.00027365535355481458 0.0011123667939470245 0.00060922039865210584 0.00025404031283520774 0.0011437400645828997 0.00091455997936273968 0.00076759779717310982 0.00087304540665410408 0.00098206678828440907 0.0012481774955297711 0.0010922269704092063 0.00078721124134399775 0.00075778160454129182 0.001207082658684682 0.0011200305978040139 0.0013153956207599732 0.00097586331585244521 0.0011670991448441048 0.00062509091739944853 0.00096523569787504047 0.0011051901832045885 0.0011341608997087916 0.00083892546911512763 0.0010059668908740439 0.00043646699348084722 0.00091936472907834911 0.0010664868561191324
leaf_weight=71 67 74 101 103 92 88 62 71 64 72 98 77 60 65 53 91 72 98 52 52 54 62 662 70 72 288 60 58 59
leaf_count=71 67 74 101 103 92 88 62 71 64 72 98 77 60 65 53 91 72 98 52 52 54 62 662 70 72 288 60 58 59
internal_value=0 0.00104966 0.000691377 0.000749763 0.000834998 0.000447736 0.00107101 0.0011064 0.000999461 0.000669183 0.00114092 0.0011258 0.000995472 0.000929486 0.000597411 0.00105177 0.00114126 0.00123286 0.000993576 0.000977683 0.0007975 0.00109756 0.00112014 0.00101723 0.000997283 0.00103071 0.00054126 0.00100756 0.00115202
internal_weight=0 2145 823 722 563 159 2071 1421 347 277 1074 1007 286 183 205 283 909 170 650 588 106 212 739 482 412 340 152 118 150
internal_count=2968 2145 823 722 563 159 2071 1421 347 277 1074 1007 286 183 205 283 909 170 650 588 106 212 739 482 412 340 152 118 150
is_linear=0
shrinkage=0.0032998


Tree=8113
num_leaves=28
num_cat=0
split_feature=1 34 13 13 13 43 4 1 49 1 484 52 1447 52 3 51 51 157 1 1 40 2 4 43 16 43 2
split_gain=0.335808 0.155404 0.18666 0.176785 0.12891 0.119546 0.296874 0.113484 0.139907 0.168775 0.107139 0.104061 0.139068 0.0891632 0.135325 0.0815367 0.0781992 0.0576386 0.0504256 0.0941806 0.0694061 0.0656024 0.046463 0.0422182 0.0408476 0.0303892 0.0254355
threshold=0.11417500000000001 -0.027829999999999997 -0.43902499999999994 0.10621000000000001 -0.071389999999999995 -0.077614999999999976 -0.16236499999999995 0.10970000000000001 -0.089614999999999986 0.095920000000000019 -0.061669999999999996 0.11262000000000001 -0.084204999999999988 -0.060344999999999996 -0.072864999999999985 -0.10925999999999998 -0.14421499999999995 -0.013599999999999999 0.091915000000000011 0.080320000000000016 -0.080749999999999975 0.085505000000000012 -0.018069999999999996 -0.011814999999999997 0.022165000000000004 -0.085079999999999975 0.13673000000000005
decision_type=2 2 2 2 2 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 26 6 -1 8 -7 11 17 12 -10 -11 -15 -12 -14 -8 19 21 -20 -17 23 -13 -6 -19 -4
right_child=1 2 3 -5 24 7 10 -9 9 13 15 22 16 14 -16 18 -18 25 20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.0043982118925583163 -0.0058779056034726964 -0.0051295357469187727 0.0018585039928024564 -0.0026050592598085625 0.0083564167103204051 0.01672511745660285 0.015640564313480047 0.016392844057532278 0.017124070136891222 0.0079029665070979947 0.012435958058953167 0.0063463579075897017 0.0037697433731906115 -0.0051727885312586553 0.0057981995560913019 0.00024789748317321125 0.0094181931532469707 0.011454586729945392 0.0073683415193368587 0.0122741268633001 2.8017059085157532e-05 0.0063887852356605199 0.0086240688019212329 -7.5212441785304124e-05 0.014491431280658423 0.0059727732170442426 0.0066490591156487967
leaf_weight=68 52 55 83 62 69 56 52 53 64 88 55 56 76 57 72 58 961 62 61 69 92 352 68 59 59 57 52
leaf_count=68 52 55 83 62 69 56 52 53 64 88 55 56 76 57 72 58 961 62 61 69 92 352 68 59 59 57 52
internal_value=0 0.00273682 0.0039204 0.00545746 0.00736496 0.00781956 0.00628899 0.00869876 0.0084357 0.00812524 0.00713809 0.0088599 0.00947949 0.00376997 0.000936627 0.00619382 0.00900596 0.0109213 0.00564775 0.0065005 0.00296629 0.00552446 0.00512238 0.00303619 0.0111983 0.00884394 0.00371706
internal_weight=0 432 380 325 263 2536 926 1610 1557 1501 858 1284 1101 217 129 687 1037 171 632 479 153 410 183 115 128 119 135
internal_count=2968 432 380 325 263 2536 926 1610 1557 1501 858 1284 1101 217 129 687 1037 171 632 479 153 410 183 115 128 119 135
is_linear=0
shrinkage=0.16829


Tree=8114
num_leaves=25
num_cat=0
split_feature=1 155 1 123 3 3 14 43 42 43 13 3 3 4 3 157 1 159 13 15 1456 3 43 13
split_gain=6.42099 1.192 0.788557 0.529115 0.404704 0.412845 0.346209 0.329835 0.510103 0.305579 0.491364 0.283737 0.186467 0.161874 0.211697 0.150999 0.146801 0.101239 0.122965 0.150875 0.100488 0.0942388 0.0737419 0.0106938
threshold=0.10378000000000001 0.10022500000000002 0.13276500000000002 1.0000000180025095e-35 -0.031895 -0.082689999999999986 0.073890000000000011 -0.12118 -1.0000000180025095e-35 -0.074359999999999996 -0.052719999999999996 -0.073614999999999986 0.0025650000000000004 -0.076164999999999997 -0.10067 -0.077294999999999989 0.11319000000000001 0.097045000000000006 -0.059629999999999996 -0.097794999999999979 0.048950000000000007 -0.080884999999999985 0.021175000000000003 0.066150000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 5 -2 7 8 23 -4 -11 13 -6 20 -15 -16 -14 18 22 -20 21 -9 -13 -1
right_child=1 -3 9 -5 12 -7 -8 11 -10 10 -12 17 16 14 15 -17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.00090375115768607747 0.00052633768767810032 0.00099048401508562722 0.00014144629874169641 0.0006400799179871443 0.00035166136053444059 0.00084864792838924147 0.0010978122216556965 0.00093101169075442331 0.00048416783820720105 0.00025670375915264672 0.00065509619384869651 0.00083479359701573938 0.00067795800459574858 0.00069303904445997303 0.00099289623423016267 0.00088117670569248915 0.00045731156090348491 0.00097183109692026287 0.00090997915805646635 0.00072421126052894271 0.0011083671130589536 0.0010409979702441002 0.00099232964600657497 0.00083273504378966203
leaf_weight=58 89 54 72 92 87 86 91 468 54 91 54 102 57 55 180 571 82 52 65 202 52 112 53 89
leaf_count=58 89 54 72 92 87 86 91 468 54 91 54 102 57 55 180 571 82 52 65 202 52 112 53 89
internal_value=0 0.000519721 0.00047853 0.000886603 0.000565353 0.000684931 0.000896877 0.000888207 0.000759933 0.000317925 0.000405314 0.000901674 0.000472602 0.00092497 0.000893376 0.000908001 0.000548046 0.000830924 0.000813477 0.000769568 0.000965207 0.000952311 0.000888888 0.000860995
internal_weight=0 672 618 2296 401 175 2204 2113 201 217 145 1912 226 1438 806 751 139 474 422 267 632 580 155 147
internal_count=2968 672 618 2296 401 175 2204 2113 201 217 145 1912 226 1438 806 751 139 474 422 267 632 580 155 147
is_linear=0
shrinkage=0.0032998


Tree=8115
num_leaves=21
num_cat=0
split_feature=3 1444 150 13 132 130 9 150 1453 12 3 133 13 13 3 132 3 13 4 12
split_gain=0.229329 0.158985 0.140118 0.141085 0.109498 0.119029 0.102327 0.098699 0.093837 0.0919131 0.194348 0.0966992 0.0705425 0.0726056 0.0778478 0.0668152 0.0541928 0.0537799 0.0423524 0.0370679
threshold=-0.046079999999999989 -0.069054999999999991 0.10672500000000001 0.044405000000000007 0.082230000000000011 -0.071894999999999973 0.037245000000000007 -0.07009 -0.076919999999999988 0.084065000000000015 -0.086424999999999988 -0.14820499999999998 -0.0012399999999999998 -0.011809999999999999 0.30863500000000005 0.11277500000000001 0.10402500000000002 -0.09547499999999999 -0.037689999999999994 0.090455000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -3 8 -2 -7 10 -10 -11 13 14 17 19 18 -9 -14 -6
right_child=2 4 -4 -5 15 6 -8 12 9 11 -12 -13 16 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.0016599319616505106 -0.0011227176105683566 0.013695820771540423 -0.0025953024511667089 -0.0036733317924583712 -0.0010649322626684445 0.014374145273902447 0.01504237144391089 0.012008259167015761 0.0069240058372661856 0.010403283198185655 0.018473491493976334 0.006282184739668688 0.0070873528770982889 -0.00049892803701265102 0.0016577428859759127 0.0075180465964325401 0.0047384809454916292 0.0058698002989450966 0.012902454569392981 0.0047851048349159195
leaf_weight=54 59 98 82 52 72 54 52 56 126 185 62 1349 66 64 94 86 76 155 82 53
leaf_count=54 59 98 82 52 72 54 52 56 126 185 62 1349 66 64 94 86 76 155 82 53
internal_value=0 0.00733103 0.0039743 0.00474206 0.00755906 0.00795869 0.00765013 0.00541598 0.00743268 0.00721396 0.0107424 0.00678036 0.00606957 0.00462866 0.0057105 0.00390278 0.0084352 0.00750748 0.0103214 0.00140111
internal_weight=0 2191 786 704 2137 1926 1828 652 1776 1722 188 1534 593 369 305 211 224 211 148 125
internal_count=2977 2191 786 704 2137 1926 1828 652 1776 1722 188 1534 593 369 305 211 224 211 148 125
is_linear=0
shrinkage=0.16829


Tree=8116
num_leaves=29
num_cat=0
split_feature=1 1 1 150 16 13 150 4 13 16 51 13 16 14 1 42 1 13 1 16 15 42 475 15 16 131 13 160
split_gain=14.8478 1.68799 1.6179 1.11994 0.853752 0.687591 0.586291 0.513125 0.504115 0.488044 0.480196 0.355793 0.346927 0.307982 0.297853 0.333739 0.231394 0.210256 0.19608 0.286701 0.209317 0.116298 0.104053 0.0874283 0.0627248 0.0625207 0.0341673 0.0670295
threshold=0.108865 0.12448500000000001 0.095640000000000017 1.0000000180025095e-35 0.12992000000000004 -1.0000000180025095e-35 0.084475000000000008 0.0015850000000000003 0.060680000000000005 0.026395000000000005 0.10446500000000002 -0.034484999999999995 -0.15693499999999996 0.076450000000000004 0.083670000000000008 0.097140000000000018 0.10320500000000002 -0.032149999999999991 0.085345000000000018 -0.092864999999999989 -0.034094999999999993 -0.065449999999999994 -0.085684999999999997 -0.46188999999999997 0.39813000000000004 0.021890000000000003 -0.073724999999999985 -0.080184999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 9 6 12 11 10 -7 16 13 -2 23 18 15 21 -4 -12 19 -1 -20 -9 -21 -3 -11 -22 27 -23
right_child=1 5 3 -5 -6 8 -8 14 -10 24 17 -13 -14 -15 -16 -17 -18 -19 20 22 25 26 -24 -25 -26 -27 -28 -29
leaf_value=0.0014457595182568905 0.00094443295455585356 0.00028975797727173676 0.0010755776285089622 0.00064974638327983277 0.0011422225707057785 0.00085596769910201034 0.00038479751309808684 0.0010998098048148762 0.00040856049634510855 0.0011447822199345372 0.0011718003096627815 0.0006194535373266973 8.7026839748680426e-05 0.0015134508785811063 0.00091688752432132357 0.00094306807317370172 0.00077005220804596058 0.00088876183030641993 0.0010000678734278033 0.0013792616214934627 0.0011935827445818446 0.0013056874798854578 0.0012491146432578096 0.00047328491878088008 0.0013069659675629338 0.0013166486158973129 0.0013120952120885823 0.0011557066928177752
leaf_weight=101 77 52 58 88 56 52 54 91 59 52 65 72 62 53 68 67 53 54 58 78 229 59 958 66 67 65 69 94
leaf_count=101 77 52 58 88 56 52 54 91 59 52 65 72 62 53 68 67 53 54 58 78 229 59 958 66 67 65 69 94
internal_value=0 0.000586659 0.00118727 0.000967328 0.000780584 0.000413939 0.000680648 0.00122042 0.000618474 0.00108868 0.00124734 0.000787632 0.000287613 0.00126303 0.00112053 0.00115688 0.000930014 0.00104366 0.0012541 0.00127557 0.00118462 0.00120254 0.00125895 0.000392707 0.00123639 0.00122091 0.00124449 0.00121377
internal_weight=0 550 2427 318 259 291 203 2109 111 230 1661 149 180 1542 448 380 111 119 1489 1137 352 313 1036 118 119 294 222 153
internal_count=2977 550 2427 318 259 291 203 2109 111 230 1661 149 180 1542 448 380 111 119 1489 1137 352 313 1036 118 119 294 222 153
is_linear=0
shrinkage=0.0032998


Tree=8117
num_leaves=27
num_cat=0
split_feature=1 1 3 3 4 4 15 4 3 150 52 3 1 1453 16 16 130 52 1 16 52 13 4 1 160 160
split_gain=9.54238 2.58125 0.695947 0.608885 0.368243 0.358299 0.401532 0.322275 0.301855 0.474883 0.278059 0.244365 0.190851 0.1593 0.158374 0.2074 0.167991 0.146408 0.142254 0.120602 0.0965829 0.0967024 0.0939644 0.0310723 0.0700012 0.0335536
threshold=0.10123500000000001 0.12381000000000002 -0.047774999999999991 0.093925000000000022 0.094220000000000012 0.26546000000000003 -0.41725999999999991 0.40052000000000004 0.0025650000000000004 1.0000000180025095e-35 0.11330000000000001 -0.086884999999999976 0.090795000000000015 -0.076919999999999988 -0.095264999999999989 -0.13800499999999996 -0.0070449999999999992 0.047800000000000009 0.11097000000000001 0.056515000000000003 -0.081674999999999984 -0.052124999999999998 0.6214050000000001 0.087840000000000015 -0.50371499999999991 -0.15142999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 10 19 22 18 -4 -10 12 -12 13 -1 15 -15 -16 -6 -2 -3 -14 -22 -7 24 -13 -26
right_child=1 5 8 -5 17 6 -8 -9 9 -11 11 23 20 14 16 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27
leaf_value=0.0010975002208494496 0.0007028145566351547 0.00023716067778595013 0.00032389420240466456 0.00060806065008476413 0.00063020482108820382 0.00030291766186787804 -0.00010864951782889381 0.00049719505836128409 0.00074425175129176396 0.00032987381206875101 0.00058549748645967304 0.00096587700934792648 0.00092803499746688676 0.00089147856950881827 0.00079256516832226244 0.0011425006282354522 0.00091184839488154103 0.00082770981450103719 0.00089714428451703255 0.00045624471805927574 0.00066563602344654586 0.00084472415927885208 0.00011664998625439739 0.0007643068601030673 0.00075849635906509569 0.00086951717886180231
leaf_weight=53 98 60 102 99 88 63 64 56 71 53 52 52 52 76 151 72 1116 81 75 52 68 70 57 58 64 74
leaf_count=53 98 60 102 99 88 63 64 56 71 53 52 52 52 76 151 72 1116 81 75 52 68 70 57 58 64 74
internal_value=0 0.000431934 0.000588007 0.000862197 0.000874009 0.000191906 0.000102061 0.000716485 0.000457668 0.000567423 0.000886846 0.000793434 0.000903726 0.000916636 0.000909836 0.00101384 0.00089766 0.000725075 0.000787265 0.000339193 0.000803801 0.000756733 0.000214734 0.000836892 0.000858864 0.000818285
internal_weight=0 751 455 2226 2127 296 184 229 226 124 1958 300 1658 1468 1415 148 1267 169 173 112 190 138 120 248 190 138
internal_count=2977 751 455 2226 2127 296 184 229 226 124 1958 300 1658 1468 1415 148 1267 169 173 112 190 138 120 248 190 138
is_linear=0
shrinkage=0.0032998


Tree=8118
num_leaves=31
num_cat=0
split_feature=1 2 52 2 2 159 13 2 2 9 48 52 3 133 14 52 13 13 2 484 481 4 13 133 13 133 3 13 2 13
split_gain=0.332221 0.205805 0.143729 0.290163 0.156719 0.137094 0.196 0.174298 0.304469 0.148675 0.108105 0.104373 0.0866231 0.0851316 0.0829346 0.136847 0.0805495 0.137555 0.122787 0.0804288 0.0777426 0.078066 0.0555843 0.0531839 0.0522296 0.0644186 0.0395883 0.0274378 0.0204299 0.0198746
threshold=0.085345000000000018 0.17553000000000005 0.11262000000000001 0.087635000000000005 0.081935000000000022 0.085035000000000013 -1.0000000180025095e-35 0.085835000000000009 0.097695000000000018 -1.0000000180025095e-35 -0.065589999999999996 0.086555000000000007 -0.071369999999999975 -0.0052199999999999989 -1.0000000180025095e-35 -0.060344999999999996 0.016935000000000002 -0.0005399999999999999 -1.0000000180025095e-35 0.091085000000000013 -0.079454999999999984 -0.051094999999999995 -0.070774999999999991 -0.010739999999999998 0.00029500000000000007 0.092000000000000012 -0.082274999999999987 -0.00027999999999999998 0.085585000000000008 -0.091149999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 -4 -1 7 12 9 -9 -2 -10 13 -7 26 -12 -16 17 18 -11 20 -15 -22 -13 -24 25 -5 28 -25 -6 -28
right_child=1 -3 3 24 11 6 -8 8 10 16 14 22 -14 19 15 -17 -18 -19 -20 -21 21 -23 23 27 -26 -27 29 -29 -30 -31
leaf_value=0.017324730391085081 -0.0013494586812243677 -0.0042762867627570726 -0.006423973619112496 0.011886007569955736 0.0014053393966254604 0.010880604332445837 0.016364614952684594 -0.0085848691414523153 0.010222904673736885 -8.6822829218759253e-05 0.0079627300747253053 0.014479201754813913 0.0021827425375893408 0.0045693886026219174 0.0051409415417988892 -0.0029650916155539134 0.0019304504018552023 0.015380962138034958 0.0080137034946913925 0.0027030542405995623 0.013602727499767521 0.0088682385862191328 0.012582231644751465 0.0050509186551765863 0.002874241619631786 0.0054046063913868207 0.0097631102249772245 0.010011806623813835 0.0054690581446528918 0.005735041697362088
leaf_weight=61 66 69 53 92 78 52 70 68 60 62 60 101 88 86 114 122 75 61 348 58 134 398 103 69 57 85 56 62 66 103
leaf_count=61 66 69 53 92 78 52 70 68 60 62 60 101 88 86 114 122 75 61 348 58 134 398 103 69 57 85 56 62 66 103
internal_value=0 0.00465609 0.00824063 0.00480161 0.00895714 0.00515218 0.0090809 0.00435409 0.00172569 0.00617213 0.00370017 0.00856732 0.00542621 0.00768403 0.00237193 0.000942922 0.00708462 0.00790154 0.00678436 0.00873884 0.0093024 0.0100641 0.0111433 0.00969576 0.00735183 0.00878362 0.00532478 0.00741253 0.00328035 0.00716503
internal_weight=0 1315 1662 287 1375 1246 210 1036 424 612 356 1314 140 979 296 236 546 471 410 676 618 532 335 234 234 177 303 131 144 159
internal_count=2977 1315 1662 287 1375 1246 210 1036 424 612 356 1314 140 979 296 236 546 471 410 676 618 532 335 234 234 177 303 131 144 159
is_linear=0
shrinkage=0.16829


Tree=8119
num_leaves=20
num_cat=0
split_feature=1 1 16 39 1 0 16 0 50 15 15 14 48 13 15 0 13 15 0
split_gain=7.99527 1.10658 0.632552 0.562592 0.368708 0.341389 0.373383 0.335216 0.284344 0.244258 0.293637 0.232673 0.183522 0.34807 0.15842 0.170507 0.0782349 0.0458658 0.0302209
threshold=0.10661000000000002 0.12381000000000002 0.23074000000000003 0.0039300000000000003 0.088035000000000016 -0.12368999999999998 -0.026479999999999997 -0.22745499999999999 0.11875500000000001 -0.074729999999999977 -0.41725999999999991 0.077140000000000014 0.093225000000000016 -0.06286499999999999 0.12625000000000003 -0.11073999999999999 -0.071389999999999995 -0.092609999999999984 -0.08155999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 7 -5 17 -7 -1 11 10 18 12 14 -14 15 -9 -10 -2 -3
right_child=1 9 -4 4 -6 6 -8 8 16 -11 -12 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=0.00067440340064651983 0.00028772561828297664 0.0002779077582706291 0.00086053134976180122 0.00082550162485829572 0.00049406224151868545 0.00073257987003299088 0.00038023038135797895 0.00075622762091694606 0.00081014706698226576 0.00043042060959666637 7.0893680355059807e-05 0.0010807010523832677 0.00090613729727214765 0.00055995434369977609 0.0010775404579485229 0.00089754919226454617 0.00062729751303101206 0.00042711741530720331 0.00038634226170875175
leaf_weight=88 54 62 67 76 72 91 52 102 53 97 79 71 79 54 52 1661 55 54 58
leaf_count=88 54 62 67 76 72 91 52 102 53 97 79 71 79 54 52 1661 55 54 58
internal_value=0 0.000439683 0.000574952 0.000862462 0.000664499 0.000498582 0.000604699 0.000875674 0.000883984 0.000294241 0.000227684 0.00089288 0.000886016 0.000765847 0.000894803 0.000889393 0.000717355 0.000357748 0.000330611
internal_weight=0 614 318 2363 148 251 143 2215 2127 296 199 2019 1948 133 1815 1763 108 108 120
internal_count=2977 614 318 2363 148 251 143 2215 2127 296 199 2019 1948 133 1815 1763 108 108 120
is_linear=0
shrinkage=0.0032998


Tree=8120
num_leaves=23
num_cat=0
split_feature=1 49 14 0 3 0 42 3 49 49 15 132 34 3 52 3 42 15 49 150 0 132
split_gain=0.320493 0.145669 0.117708 0.120936 0.113497 0.128257 0.203871 0.098185 0.0768001 0.125605 0.0887397 0.0786497 0.0795164 0.074981 0.074464 0.0734282 0.139831 0.180526 0.0885724 0.186004 0.0688864 0.0631303
threshold=0.11883500000000001 -0.15734499999999998 -0.24168999999999999 -0.09194999999999999 0.31316500000000008 -0.05937499999999999 0.092860000000000012 -0.15288999999999997 0.011845000000000001 0.10322500000000003 -0.067614999999999995 0.024785000000000005 -1.0000000180025095e-35 -0.080349999999999991 -0.015539999999999998 -0.077384999999999995 0.085025000000000003 -0.097794999999999979 -0.073139999999999983 1.0000000180025095e-35 -0.028049999999999995 0.094415000000000013
decision_type=2 2 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 -2 -4 11 14 -11 12 -5 -14 -10 16 17 -9 -17 -20 -7 -13
right_child=4 2 3 8 -6 20 -8 15 9 10 -12 21 13 -15 -16 18 -18 -19 19 -21 -22 -23
leaf_value=-0.0021913742293655503 0.0042134922251049096 0.014572976610955562 0.010974132318197679 0.013604308222216303 -0.0041337412939885694 0.010947893115599818 -0.0089675144688421918 0.0049269192923119855 0.0095604329206638704 0.0016903885540630239 0.0097438690292782001 -0.00090073847720380988 0.0077434047116942527 0.0050313193993705933 0.017131345182483403 0.011187908170134384 0.0066186589951720944 -0.0074130892209322338 0.0062458832169495207 -0.0047614557948115321 0.0028325804591880217 0.0061389895773991008
leaf_weight=53 92 53 60 52 88 60 52 60 80 68 92 65 893 434 71 61 89 76 220 54 60 80
leaf_count=53 92 53 60 52 88 60 52 60 80 68 92 65 893 434 71 61 89 76 220 54 60 80
internal_value=0 0.00651408 0.00669876 0.00652804 0.00109202 0.00284074 -0.00053384 0.00448832 0.00721622 0.00963965 0.00633237 0.0067205 0.00711347 0.00685776 0.0131322 0.00379021 0.00142792 -0.00195576 0.00537146 0.00407 0.00690521 0.00297086
internal_weight=0 2561 2508 2455 352 264 144 620 1835 311 160 1524 1379 1327 151 560 225 136 335 274 120 145
internal_count=2913 2561 2508 2455 352 264 144 620 1835 311 160 1524 1379 1327 151 560 225 136 335 274 120 145
is_linear=0
shrinkage=0.16829


Tree=8121
num_leaves=17
num_cat=0
split_feature=1 148 1 3 3 2 3 475 482 402 403 474 130 474 3 13
split_gain=0.221699 0.095382 0.107982 0.078561 0.086425 0.0972251 0.0783929 0.0876928 0.0662931 0.0677666 0.126263 0.0696835 0.0692658 0.0583852 0.0465167 0.0225337
threshold=0.11883500000000001 -1.0000000180025095e-35 0.090820000000000012 0.31316500000000008 0.085880000000000012 0.12026500000000001 -0.23394499999999999 -0.087994999999999976 0.11303000000000001 0.09253500000000002 -0.024654999999999996 0.023345000000000001 -0.050984999999999996 0.088940000000000005 -0.081084999999999977 -0.040229999999999995
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 -3 -8 9 11 -11 12 -9 -13 -12 -2
right_child=3 6 -4 -5 -6 -7 7 8 -10 10 14 13 -14 -15 -16 -17
leaf_value=0.0063407889601782381 0.0064798334879924467 0.010893132604359475 -0.0034415590893696699 -0.0034380746556755496 0.0079812817798363602 -0.0035045555336928099 0.00036492168662762096 0.0089488347257207241 0.0115990831208121 0.014610070661162825 0.0085691210622022285 0.010389205001439306 0.0045655834287771065 0.005330226512411552 0.0025728588889081931 0.0017197497473043441
leaf_weight=58 53 79 71 88 60 88 92 110 53 65 77 128 1621 135 72 63
leaf_count=58 53 79 71 88 60 88 92 110 53 65 77 128 1621 135 72 63
internal_value=0 0.00541889 0.000942779 0.000908241 0.00236382 0.000702816 0.00565557 0.00547896 0.00568626 0.00554352 0.00840335 0.00523569 0.00484516 0.00779922 0.00568366 0.0039101
internal_weight=0 2561 129 352 264 204 2432 2353 2261 2208 214 1994 1731 263 149 116
internal_count=2913 2561 129 352 264 204 2432 2353 2261 2208 214 1994 1731 263 149 116
is_linear=0
shrinkage=0.16829


Tree=8122
num_leaves=11
num_cat=0
split_feature=9 39 2 1 1456 1456 1 149 1 3
split_gain=0.183357 0.12431 0.111551 0.130438 0.0781467 0.0885907 0.221711 0.0684702 0.0777918 0.0364502
threshold=-1.0000000180025095e-35 0.10096000000000001 0.14808000000000002 0.13535500000000003 -0.15824499999999997 -0.07730999999999999 1.0000000180025095e-35 0.077335000000000015 0.11883500000000001 -0.004069999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 -6 8 -7 -3
right_child=1 9 -4 -5 5 7 -8 -9 -10 -11
leaf_value=-0.0032456741270125524 0.0096891325806886409 0.0017354268149184044 -0.001241343104897899 0.01278942141529333 -0.0062459489248099737 0.0049865171314233039 0.0075873967841933714 -0.0010563924179638766 0.00021290659668834688 -0.00413352537304559
leaf_weight=94 82 64 91 56 71 2178 61 58 102 56
leaf_count=94 82 64 91 56 71 2178 61 58 102 56
internal_value=0 0.00429925 0.00453501 0.00473725 0.00455986 0.00438885 0.000133123 0.00462835 0.00477375 -0.000988446
internal_weight=0 2819 2699 2608 2552 2470 132 2338 2280 120
internal_count=2913 2819 2699 2608 2552 2470 132 2338 2280 120
is_linear=0
shrinkage=0.16829


Tree=8123
num_leaves=20
num_cat=0
split_feature=2 3 30 2 51 2 2 43 51 47 2 132 3 51 3 11 2 43 13
split_gain=4.5862 1.88557 1.47507 0.749022 0.642839 0.466928 0.394006 0.460158 0.336786 0.239495 0.223549 0.221448 0.197723 0.195971 0.18982 0.168875 0.212263 0.0690506 0.0499584
threshold=0.12026500000000001 0.10402500000000002 0.086535000000000015 0.16730000000000003 -0.07138499999999999 0.10085000000000001 -0.0050599999999999994 -1.0000000180025095e-35 0.11326500000000002 0.11069000000000002 0.098655000000000007 0.081700000000000009 0.0035100000000000005 -1.0000000180025095e-35 -0.087979999999999989 1.0000000180025095e-35 0.08784500000000002 -0.078169999999999976 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 5 4 -2 6 7 -1 12 15 -3 13 -6 18 -15 16 -8 -16 -7
right_child=3 10 -4 -5 8 11 9 -9 -10 -11 -12 -13 -14 14 17 -17 -18 -19 -20
leaf_value=0.00054985093718118807 0.00091760736148850067 0.00037619010986930478 0.00041997552155049848 0.00022442945284875803 0.00052997999341533456 0.0010581486793126691 0.0010087019886227517 0.00095842019157412221 0.00073420024677487198 0.00080749491944780431 0.00064480238728977174 0.00064083801169267452 0.00028996706858339566 0.00064767952076658574 0.00077338458629948521 0.0011332685978962939 0.00093141808295863632 0.00092424915821449091 0.0009131069123538934
leaf_weight=53 52 53 60 81 89 55 1030 71 53 88 97 54 66 58 55 84 650 102 62
leaf_count=53 52 53 60 81 89 55 1030 71 53 88 97 54 66 58 55 84 650 102 62
internal_value=0 0.000909718 0.000931974 0.000502211 0.000588615 0.000944965 0.00096559 0.000784074 0.000506198 0.000977724 0.000550128 0.000839293 0.000428008 0.000871466 0.000811374 0.000986196 0.000978821 0.000871623 0.00098159
internal_weight=0 2572 2422 341 260 2362 1976 124 208 1852 150 386 155 332 215 1764 1680 157 117
internal_count=2913 2572 2422 341 260 2362 1976 124 208 1852 150 386 155 332 215 1764 1680 157 117
is_linear=0
shrinkage=0.0032998


Tree=8124
num_leaves=29
num_cat=0
split_feature=1 52 1 14 0 1 0 52 47 10 52 39 0 151 39 1446 0 52 1 0 43 16 1447 51 1446 52 1375 1211
split_gain=17.5435 2.84359 1.68905 0.818243 0.882741 1.03288 0.742732 0.706512 0.698369 0.631828 0.594431 0.514286 0.368568 0.365562 0.295645 0.288385 0.257257 0.24812 0.243968 0.270721 0.205083 0.200691 0.194258 0.191593 0.168878 0.140196 0.123602 0.0867238
threshold=0.10398500000000001 -0.42198999999999992 0.12381000000000002 0.064610000000000015 -0.099704999999999974 0.083670000000000008 -0.07106999999999998 0.12484500000000003 0.10070000000000003 -0.088499999999999981 -0.4387299999999999 0.087620000000000017 -0.08155999999999998 -0.024429999999999997 0.087205000000000019 0.037915000000000011 -0.11262999999999999 -0.019454999999999997 1.0000000180025095e-35 -0.061204999999999989 -0.17307499999999998 -0.042884999999999993 -0.086009999999999989 -0.097124999999999989 0.089430000000000009 -0.011964999999999998 1.0000000180025095e-35 0.077725000000000016
decision_type=2 2 2 2 2 2 2 2 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 16 15 8 14 -4 -8 12 -11 -7 21 20 -1 23 19 -19 -6 -3 -17 -12 -24 26 -22 -27
right_child=1 2 9 -5 6 13 10 -9 -10 11 17 -13 -14 -15 -16 22 -18 18 -20 -21 25 -23 24 -25 -26 27 -28 -29
leaf_value=0.0013894796086655807 0.001348004510129815 0.00077033910838734422 9.4538313708109086e-05 0.0015783437239997276 0.0014815360848182224 0.00065453558218383416 0.0014229210739558063 0.0011161905873158487 0.0010132329485188327 0.00042154917034985815 0.0011238223179295655 0.00031703985874499923 0.00078923047710602681 0.0010193485193971809 0.00039628852213358757 0.0012921165207868319 0.0011178644697771431 0.001258936078552242 0.0013558509844956634 0.00098796266871226611 0.0012115017922578358 0.00052323851507448879 0.0016723618407222655 0.00085455383024084783 0.0014191000557089431 0.0013357552812830909 0.0013879207105476712 0.0012316066117214093
leaf_weight=89 61 99 55 96 74 52 83 52 59 52 58 103 71 73 55 59 70 74 61 93 283 58 53 61 71 733 55 110
leaf_count=89 61 99 55 96 74 52 83 52 59 52 58 103 71 73 55 59 70 74 61 93 283 58 53 61 71 733 55 110
internal_value=0 0.00066855 0.000599872 0.00127879 0.00126541 0.0010932 0.00129157 0.000762758 0.000694811 0.000412514 0.00117055 0.000489741 0.000634074 0.000867868 0.000606027 0.00132773 0.00127012 0.00111008 0.00117465 0.00110825 0.0013096 0.000679278 0.00145189 0.00098609 0.00152763 0.0012988 0.00124031 0.00132221
internal_weight=0 665 604 2248 2152 284 1868 323 271 281 430 226 123 125 212 1438 159 347 228 167 1255 157 183 119 124 1181 338 843
internal_count=2913 665 604 2248 2152 284 1868 323 271 281 430 226 123 125 212 1438 159 347 228 167 1255 157 183 119 124 1181 338 843
is_linear=0
shrinkage=0.0032998


Tree=8125
num_leaves=19
num_cat=0
split_feature=4 3 39 3 14 0 4 0 0 4 3 0 12 483 0 0 12 3
split_gain=6.27245 1.93729 0.894242 0.745704 0.532842 0.50982 0.509448 0.255121 0.242318 0.851491 0.224536 0.210136 0.207796 0.166631 0.161492 0.153554 0.0983324 0.0248572
threshold=0.31392000000000003 0.11391500000000002 0.085285000000000014 0.17351000000000003 0.073890000000000011 -0.13409999999999997 0.0019650000000000002 -0.068189999999999987 -0.028049999999999995 -0.42305999999999994 0.30863500000000005 -0.10147999999999999 0.086675000000000016 -0.069964999999999986 -0.036459999999999992 -0.08645499999999999 0.084535000000000013 0.11269500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 5 6 -1 -4 12 16 -3 17 15 -14 -13 -7 -10 -2
right_child=3 10 7 -5 -6 8 -8 -9 9 -11 -12 14 13 -15 -16 -17 -18 -19
leaf_value=0.0004451407417701799 0.00042745191077439831 0.00051882399453332469 0.00070506000482507879 -2.9444216438446289e-05 0.0010660757783358388 0.00082632353479739008 0.00082318719707780922 0.00045157060358337327 0.00096832246185219004 0.00039428733519622798 0.00025482282387673781 0.0002029232062369388 0.0006690011131928582 0.00081764009631703129 0.00042607199389554646 0.00093403014574163932 0.00078105231878663887 0.0005351816281157129
leaf_weight=83 52 83 83 64 90 287 74 93 55 64 62 93 91 1223 58 312 78 53
leaf_count=83 52 83 83 64 90 287 74 93 55 64 62 93 91 1223 58 312 78 53
internal_value=0 0.000777627 0.000798876 0.000288632 0.000815853 0.000805904 0.000623553 0.000571314 0.000819455 0.000708044 0.000406184 0.000368288 0.00083091 0.000807373 0.000288869 0.000882483 0.00085876 0.000482165
internal_weight=0 2678 2533 320 2357 2267 157 176 2110 197 145 256 1913 1314 151 599 133 105
internal_count=2998 2678 2533 320 2357 2267 157 176 2110 197 145 256 1913 1314 151 599 133 105
is_linear=0
shrinkage=0.0032998


Tree=8126
num_leaves=17
num_cat=0
split_feature=3 13 1186 9 16 0 52 456 13 12 1444 15 12 15 52 0
split_gain=0.236819 0.243331 0.150267 0.104166 0.0886149 0.157249 0.151367 0.0971192 0.0968898 0.128095 0.0944772 0.0923314 0.166582 0.0781616 0.0752369 0.0743532
threshold=0.11745500000000002 -0.11210999999999999 0.085230000000000014 -1.0000000180025095e-35 -0.0057949999999999989 -0.10594499999999998 -0.092084999999999986 0.07672000000000001 -0.081124999999999989 0.087035000000000015 -0.044864999999999995 0.086480000000000015 0.086675000000000016 -0.43091499999999999 0.10096500000000001 -0.12851999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 3 -1 6 -6 -5 8 9 -7 -8 13 -13 -12 -10 -2
right_child=1 -3 -4 4 5 7 10 -9 14 -11 11 12 -14 -15 -16 -17
leaf_value=0.00018199971192750571 0.00030263507362537082 -0.0062759765867597067 -0.0022106417438566323 0.013638511301815015 -0.0036934392429464166 0.0049216757281269844 0.013664556332385145 0.011716939198226597 0.006771812509314204 -0.0056541211050568207 0.011772024588814366 0.014302961159825028 0.006796509442609947 0.0051078920638747364 0.0016520883264124599 0.0077861601581295046
leaf_weight=81 66 93 62 93 56 86 53 66 481 52 53 102 484 982 99 89
leaf_count=81 66 93 62 93 56 86 53 66 481 52 53 102 484 982 99 89
internal_value=0 0.000521276 0.00595915 0.00614826 0.00633295 0.00490277 0.00701181 0.00551908 0.00494686 0.000923574 0.00664259 0.00641189 0.00810616 0.00545088 0.00590103 0.00461122
internal_weight=0 248 2750 2688 2607 840 1767 784 718 138 1674 1621 586 1035 580 155
internal_count=2998 248 2750 2688 2607 840 1767 784 718 138 1674 1621 586 1035 580 155
is_linear=0
shrinkage=0.16829


Tree=8127
num_leaves=21
num_cat=0
split_feature=2 4 15 1454 0 402 150 15 402 48 0 4 4 43 12 12 4 12 2 43
split_gain=0.220997 0.148541 0.158703 0.0998248 0.0978879 0.0710579 0.0731915 0.0656105 0.0999689 0.138823 0.122995 0.102477 0.0891392 0.143385 0.0586234 0.0563969 0.0543815 0.0442187 0.0298321 0.0302482
threshold=0.11466000000000001 0.31392000000000003 -0.41956999999999994 0.094945000000000015 -0.052874999999999998 0.13027000000000002 -0.091839999999999991 0.086480000000000015 0.08406000000000001 0.083305000000000004 -0.10726999999999999 -0.047099999999999996 -0.082199999999999981 -0.082204999999999986 0.092825000000000005 0.10383500000000001 -0.075324999999999989 0.088135000000000005 0.08400500000000001 -0.060849999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 5 14 6 -1 8 9 10 -8 -11 18 -14 -2 -6 -15 -10 -9 -20
right_child=1 2 -4 -5 15 -7 7 12 17 11 -12 -13 13 16 -16 -17 -18 -19 19 -21
leaf_value=0.010904312304539244 0.0035726030029738245 0.0024675036385657443 -0.0073548725624522134 0.011392205099482472 -0.0037474183347150874 0.010617822275561937 -0.00061764383774589985 0.012103333087062759 -0.0019452853911330111 0.014316035673413855 0.0043930221580337188 0.0062963176511872795 -0.0026645585008438278 0.0043582575607933214 0.010192832137163096 0.0037738431591849814 0.0082213179864433113 0.0037809593252656057 0.010410964503486999 0.0047670212398700489
leaf_weight=56 90 92 94 72 58 63 160 70 102 54 1015 291 61 241 67 55 185 61 55 56
leaf_count=56 90 92 94 72 58 63 160 70 102 54 1015 291 61 241 67 55 185 61 55 56
internal_value=0 0.00116692 -0.00248683 0.00519564 0.0036906 0.00501429 0.00486687 0.0047223 0.00415889 0.00458367 0.00370919 0.00755679 0.00613911 0.00494609 0.00640924 -7.07283e-05 0.0060401 0.000186643 0.00933913 0.00757976
internal_weight=0 456 186 2542 270 2470 2407 2351 1683 1520 1175 345 668 487 157 113 426 163 181 111
internal_count=2998 456 186 2542 270 2470 2407 2351 1683 1520 1175 345 668 487 157 113 426 163 181 111
is_linear=0
shrinkage=0.16829


Tree=8128
num_leaves=16
num_cat=0
split_feature=3 13 40 13 1213 42 160 3 13 3 43 15 16 42 0
split_gain=0.122573 0.162321 0.127185 0.140188 0.114542 0.165724 0.122169 0.118432 0.109745 0.294645 0.0865846 0.0797981 0.0751577 0.0607704 0.0568921
threshold=0.11745500000000002 -0.11210999999999999 0.0023950000000000004 0.27020000000000005 0.057190000000000005 -0.079234999999999986 -0.54243999999999992 -0.085014999999999993 -0.11210999999999999 -0.14326499999999995 -0.049999999999999996 0.11401500000000002 -0.0057949999999999989 0.089895000000000017 -0.12851999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 3 4 6 -6 -1 -7 9 -8 11 -10 -12 -9 -2
right_child=1 -3 -4 -5 5 7 8 13 10 -11 12 -13 -14 -15 -16
leaf_value=0.011281418349752003 -0.00015338992137997598 -0.0053283963770492234 -0.0033219530389346458 0.012815777519013343 0.0090242802716608526 -0.0082784311516268371 0.0071526261450079957 -0.002753413153991201 0.0039450328097268821 -0.0099980420312091606 0.0065484723351280855 -0.0012806532432645126 0.0032885622415096604 0.0044682223466676234 0.0063411274757917977
leaf_weight=73 66 93 63 54 52 55 61 63 1092 53 749 89 277 69 89
leaf_count=73 66 93 63 54 52 55 61 63 1092 53 749 89 277 69 89
internal_value=0 0.000222188 0.00413631 0.00431184 0.00413676 0.00061504 0.00448759 -0.00171375 0.00427313 -0.000805171 0.00453626 0.0035497 0.00567011 0.00100792 0.00356413
internal_weight=0 248 2750 2687 2633 239 2394 187 2321 114 2207 1181 1026 132 155
internal_count=2998 248 2750 2687 2633 239 2394 187 2321 114 2207 1181 1026 132 155
is_linear=0
shrinkage=0.16829


Tree=8129
num_leaves=22
num_cat=0
split_feature=1 1 12 3 0 4 1 12 4 4 16 43 1429 15 2 2 16 12 16 4 133
split_gain=12.6744 2.63658 1.29903 0.986014 0.89454 0.644751 0.578192 0.577755 0.528094 0.363184 0.258923 0.256524 0.256134 0.456483 0.250225 0.184062 0.216097 0.182303 0.126484 0.0757464 0.031319
threshold=0.10749500000000002 0.13300500000000001 0.089585000000000012 0.11745500000000002 0.14054500000000003 0.50541500000000006 0.10123500000000001 0.085465000000000013 -0.0069049999999999988 0.043640000000000005 -0.053299999999999993 -0.06372499999999999 0.084710000000000021 -0.0090849999999999976 0.14132000000000003 0.087815000000000018 -0.094854999999999981 0.087995000000000004 -0.41776999999999992 -1.0000000180025095e-35 0.031880000000000012
decision_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 11 4 6 14 9 -8 -4 12 17 -2 15 -14 -3 19 -17 -11 -13 -1 -19
right_child=1 5 8 -5 -6 -7 7 -9 -10 10 -12 18 13 -15 -16 16 -18 20 -20 -21 -22
leaf_value=0.0012356260888638857 0.00050739695726287337 0.0006335216199013019 0.0013021650475818893 0.00070180419188830721 0.00077338716973852646 0.00012382295649541219 0.00072218135734394265 0.001140658169035905 0.00087475046201478286 0.0012412345399140841 0.00091588299003235332 0.00059416809884232469 0.0012158521459030484 0.00083433437953692635 0.00033398365767314586 0.0013437501637725132 0.0011541859842986836 0.00097802528936114029 0.00080072911090419547 0.0013350333571672476 0.0011025479652461566
leaf_weight=893 98 62 53 52 63 96 60 92 80 102 80 52 91 56 61 76 627 52 94 103 55
leaf_count=893 98 62 53 52 63 96 60 92 80 102 80 52 91 56 61 76 627 52 94 103 55
internal_value=0 0.000615218 0.000782562 0.00115296 0.00116293 0.000326981 0.00117364 0.000975702 0.00104534 0.00118772 0.00107778 0.000639183 0.00120491 0.00107075 0.000485257 0.0012165 0.00117473 0.00113959 0.000727401 0.00124594 0.00104236
internal_weight=0 596 377 2402 2350 219 2287 152 133 2135 289 244 1846 147 123 1699 703 209 146 996 107
internal_count=2998 596 377 2402 2350 219 2287 152 133 2135 289 244 1846 147 123 1699 703 209 146 996 107
is_linear=0
shrinkage=0.0032998


Tree=8130
num_leaves=26
num_cat=0
split_feature=1 2 12 2 2 150 12 47 12 48 12 11 43 13 157 12 2 1 13 132 132 48 12 2 12
split_gain=8.89087 2.06085 1.12158 0.976218 0.987256 0.879316 0.547852 0.407785 0.389275 0.252249 0.273434 0.351323 0.214655 0.220548 0.202552 0.17919 0.177284 0.138218 0.130821 0.110748 0.149845 0.107464 0.0953379 0.0656021 0.061716
threshold=0.10749500000000002 0.14744000000000002 0.089585000000000012 0.10060500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.10595000000000002 0.09023500000000001 -0.032329999999999991 -0.021829999999999999 0.087805000000000008 1.0000000180025095e-35 -0.064539999999999986 -0.019539999999999998 -0.061169999999999995 0.087400000000000019 0.078775000000000012 0.09717000000000002 -0.0073899999999999999 -0.084699999999999984 -0.014954999999999998 0.085790000000000019 0.11755500000000001 0.11366500000000002 0.097145000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 -1 8 -4 12 -5 -6 11 15 13 -2 -12 16 -11 22 -14 -16 -21 -3 23 24 -10
right_child=1 21 6 5 9 -7 -8 -9 17 10 14 -13 18 -15 19 -17 -18 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.0006410958825537285 0.00045547790502834109 -1.8551267545770978e-05 0.0010039425410465152 0.00058779935188401429 0.00080439783156007383 0.00040402851481989208 0.00057167984554719364 0.00070337475678567297 0.00098619817038005987 0.00084569302862837019 0.00078416899607960965 0.0012971959363792356 0.00041002037696164011 0.00016090681332223326 0.00082811349869646661 0.0012018773143441994 0.0010244605593565325 0.0010141268656697047 0.00061676686900190389 0.0011545934353310232 0.00096866331611285316 0.00018592946094992771 0.00073823883737314684 0.00081322945818512933 0.00084702226043459599
leaf_weight=94 53 60 80 53 79 53 54 65 94 69 71 55 83 59 58 58 678 82 58 53 686 52 61 89 64
leaf_count=94 53 60 80 53 79 53 54 65 94 69 71 55 83 59 58 58 678 82 58 53 686 52 61 89 64
internal_value=0 0.000477146 0.000576449 0.000937762 0.000971869 0.000806973 0.00083001 0.000469491 0.000855102 0.000989056 0.000997478 0.00103965 0.000409264 0.000300617 0.000955655 0.00102201 0.001008 0.000891337 0.000495315 0.000970888 0.000982046 7.60717e-05 0.000858532 0.000888097 0.000930046
internal_weight=0 564 452 2397 1901 496 134 318 443 1807 1728 860 253 112 868 805 747 390 141 797 739 112 308 247 158
internal_count=2961 564 452 2397 1901 496 134 318 443 1807 1728 860 253 112 868 805 747 390 141 797 739 112 308 247 158
is_linear=0
shrinkage=0.0032998


Tree=8131
num_leaves=26
num_cat=0
split_feature=1 2 15 2 2 0 3 13 1 3 3 12 157 52 0 15 0 3 43 400 43 2 1212 52 13
split_gain=6.74747 0.976331 0.959732 0.759149 0.524437 0.478695 0.459676 0.359679 0.233214 0.196678 0.18832 0.184184 0.226365 0.216115 0.230361 0.295173 0.152499 0.147496 0.1297 0.119589 0.0909565 0.0850342 0.0717487 0.0522197 0.0413008
threshold=0.10749500000000002 0.12026500000000001 -0.26547499999999996 0.10060500000000001 -1.0000000180025095e-35 -0.13165999999999997 -0.070724999999999996 -0.15029999999999996 0.13891000000000003 -0.10175499999999998 0.12955000000000003 0.087805000000000008 -0.076719999999999983 -0.15824499999999997 -0.108275 -0.095814999999999997 -0.06612999999999998 -0.076514999999999986 -0.013164999999999998 -0.077824999999999991 0.060690000000000008 0.12336000000000001 0.078810000000000005 0.0030150000000000008 -0.040229999999999995
decision_type=2 2 2 2 2 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 -5 -4 -6 10 -7 16 13 -13 -9 15 -15 -3 23 -8 -14 -21 24 -16 -11 -19
right_child=1 8 6 5 7 9 18 11 -10 17 -12 12 19 14 22 -17 -18 21 -20 20 -22 -23 -24 -25 -26
leaf_value=0.00056421404161604812 0.00021327699697579173 9.3260832137323971e-05 0.00078433826087552093 0.00040829083382468265 0.0010906946929387386 0.00056270873657417978 0.00035498930501187632 0.0010075303421710586 7.9278744965491363e-05 0.00076423996526062805 0.00045675577574084779 0.0005778479217300169 0.00092542165778078205 0.00088572197838302023 0.00083540238334563676 0.00056679434973324423 0.00034132623274819575 0.00068339579865384569 0.00057138895901093255 0.00079620917657505827 0.00070157264101905654 0.00057918042455488918 0.00092608658073279964 0.00091464657891008347 0.00079537602260374275
leaf_weight=94 93 56 97 71 52 89 53 82 86 56 52 60 68 55 544 77 53 99 74 598 145 59 126 55 67
leaf_count=94 93 56 97 71 52 89 53 82 86 56 52 60 68 55 544 77 53 99 74 598 145 59 126 55 67
internal_value=0 0.000374364 0.000495642 0.000775646 0.000805727 0.000660287 0.000612716 0.000818271 0.000218574 0.000702302 0.000292762 0.000810179 0.000775622 0.000844188 0.000827443 0.000699948 0.000214203 0.000739172 0.000481358 0.00079021 0.000777788 0.000689727 0.000852509 0.000839083 0.000728805
internal_weight=0 564 317 2397 1901 496 224 1807 247 425 161 1755 871 884 802 132 109 336 127 811 743 225 670 111 166
internal_count=2961 564 317 2397 1901 496 224 1807 247 425 161 1755 871 884 802 132 109 336 127 811 743 225 670 111 166
is_linear=0
shrinkage=0.0032998


Tree=8132
num_leaves=28
num_cat=0
split_feature=1 0 16 4 15 4 4 50 2 15 1 15 0 16 50 16 15 15 4 43 16 4 1 16 51 1456 160
split_gain=0.261288 0.193338 0.178904 0.239497 0.174399 0.169602 0.215563 0.152412 0.164865 0.147058 0.107741 0.104713 0.100985 0.158764 0.287521 0.190354 0.108614 0.252607 0.215341 0.143941 0.0999978 0.0935794 0.0881789 0.0817216 0.0790664 0.0687713 0.0506422
threshold=0.12381000000000002 -0.11742499999999999 -0.097664999999999988 0.070065000000000016 -0.46483499999999994 0.028075000000000006 0.055765000000000002 0.089915000000000009 0.087245000000000003 0.1208 0.13872000000000004 -0.071364999999999998 -0.069074999999999984 0.26900000000000007 0.067370000000000013 -1.0000000180025095e-35 -0.0087299999999999999 0.083185000000000023 -0.019465 0.062770000000000006 -0.38959499999999997 0.41377500000000006 0.10234000000000001 -0.50875499999999996 -0.080414999999999986 0.056325000000000007 -0.088774999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 -3 9 -7 8 -1 12 -6 -8 16 14 15 -14 25 18 -18 -19 21 22 23 -5 -15 26 -4
right_child=1 4 5 20 10 6 11 -9 -10 -11 -12 -13 13 24 -16 -17 17 19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.009556542022070267 0.0076986102216374391 0.0054717238065688217 0.003357459551349039 0.0016140685838010556 -0.00097010069269948187 -0.0086578471042007207 -0.0013154404903706113 0.0065175118512503273 0.02136686985643696 0.012148534072845073 -0.009624306077019338 0.0083707462427237665 0.0014484834590668353 0.0097964770422298997 0.0099799390850887626 -0.0099046993805561225 -0.010417523771276868 0.0061251071050506855 0.0032945964860598928 -0.0015761718764605644 -0.00051251102717690504 0.0011210671195198065 0.014174549915294163 0.010590757105383028 0.0016013744797674432 0.012116406882323289 0.007292921091633528
leaf_weight=64 70 58 120 59 83 59 61 80 72 80 81 65 86 87 55 81 57 685 75 76 70 63 57 57 55 69 436
leaf_count=64 70 58 120 59 83 59 61 80 72 80 81 65 86 87 55 81 57 685 75 76 70 63 57 57 55 69 436
internal_value=0 -6.9447e-06 0.0052893 0.00808816 -0.00244472 0.00460797 -0.000253818 0.0123844 0.0158223 0.00506731 -0.00525539 0.00366714 0.00476535 0.00223942 -0.00056406 -0.00404739 0.00536985 0.00417403 -0.00261294 0.00535363 0.00504966 0.00670707 0.0087309 0.00604052 0.00663497 0.00707557 0.00644677
internal_weight=0 292 2669 522 222 2147 185 216 136 1962 164 126 1882 364 222 167 1518 893 132 761 306 236 173 116 142 625 556
internal_count=2961 292 2669 522 222 2147 185 216 136 1962 164 126 1882 364 222 167 1518 893 132 761 306 236 173 116 142 625 556
is_linear=0
shrinkage=0.16829


Tree=8133
num_leaves=18
num_cat=0
split_feature=2 15 1456 16 9 41 147 42 1 51 51 51 43 52 52 133 16
split_gain=0.183552 0.109989 0.112383 0.103423 0.169796 0.146218 0.0896908 0.123769 0.105523 0.069665 0.175116 0.129007 0.0681768 0.0999716 0.0539834 0.0464413 0.0240983
threshold=0.10859000000000001 0.1208 -0.15824499999999997 -0.54150999999999994 0.08542000000000001 0.079395000000000007 1.0000000180025095e-35 0.088805000000000009 0.13872000000000004 0.096130000000000007 0.08623500000000002 0.12216000000000002 -0.062434999999999997 -0.037619999999999994 0.11087000000000001 0.094185000000000005 0.057175000000000011
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 8 12 10 -5 -11 -2 -14 -15 16 -9
right_child=6 -3 3 4 -6 -7 -8 15 -10 11 -12 -13 13 14 -16 -17 -18
leaf_value=0.010740844324724427 -0.0026933576676374249 0.011594607254063251 0.011133473577238451 0.0044734410291550099 -0.0037687563977180727 -0.0037157356203262712 -0.0048116196090608066 0.0052817221901647598 -0.0068453507950729841 -0.0036741648874684825 0.011978822446668824 0.0061295091138260805 0.0070630485877352482 -0.0041608406563369013 0.0032916892914187533 0.0016502226994846185 0.0099348872242328336
leaf_weight=78 84 63 60 1768 76 62 60 88 53 78 93 74 93 55 55 69 52
leaf_count=78 84 63 60 1768 76 62 60 88 53 78 93 74 93 55 55 69 52
internal_value=0 0.00463993 0.00444773 0.00422491 0.00403137 0.00431793 0.00135729 0.00203476 4.82981e-05 0.00456625 0.00484947 0.00108686 0.0013276 0.0030003 -0.000418243 0.00525772 0.00702287
internal_weight=0 2352 2289 2211 2151 2075 609 549 340 2013 1861 152 287 203 110 209 140
internal_count=2961 2352 2289 2211 2151 2075 609 549 340 2013 1861 152 287 203 110 209 140
is_linear=0
shrinkage=0.16829


Tree=8134
num_leaves=14
num_cat=0
split_feature=483 15 14 15 157 2 15 0 159 482 11 0 1446
split_gain=0.149583 0.193586 0.207855 0.19381 0.143652 0.129613 0.137273 0.116182 0.104424 0.147074 0.0947933 0.118775 0.0393665
threshold=0.085850000000000024 -0.2987999999999999 -0.40567999999999999 -0.14151499999999997 -0.099269999999999983 0.14132000000000003 0.12625000000000003 -0.10594499999999998 -0.061769999999999999 0.08610000000000001 0.087090000000000015 0.10923000000000001 0.088645000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -5 6 10 -3 12 -10 11 -6 -2
right_child=8 3 -4 4 5 -7 -8 -9 9 -11 -12 -13 -14
leaf_value=0.0048170910188504489 0.0057261604914002158 0.012638500788716284 -0.0082155843918538564 -0.0035312956618054089 0.0030884032419609751 -0.0032120467532815748 0.011315353034514572 0.0038322958730226961 0.01365257097799291 0.003795449378672845 -0.0032241725621687399 0.0099691858773648754 -0.00022312452086546626
leaf_weight=57 72 95 88 96 1957 88 60 78 102 75 64 74 55
leaf_count=57 72 95 88 96 1957 88 60 78 102 75 64 74 55
internal_value=0 0.00289259 -0.00308 0.00323806 0.0028349 0.00310818 0.0033671 0.00867846 0.00683891 0.00948598 0.00313861 0.00333999 0.00313555
internal_weight=0 2657 145 2512 2339 2243 2155 173 304 177 2095 2031 127
internal_count=2961 2657 145 2512 2339 2243 2155 173 304 177 2095 2031 127
is_linear=0
shrinkage=0.16829


Tree=8135
num_leaves=11
num_cat=0
split_feature=2 11 0 0 50 484 1456 0 11 48
split_gain=0.249043 0.145452 0.123721 0.0973366 0.0960885 0.0909662 0.144285 0.0924205 0.0850902 0.0744695
threshold=0.17990500000000001 0.080455000000000013 -0.24203499999999997 -0.079794999999999991 -0.23771499999999998 0.12389500000000002 -0.090374999999999997 -0.22480499999999998 0.091055000000000011 0.090730000000000019
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -4 6 -6 -8 -5 -9
right_child=-2 3 4 8 5 -7 7 9 -10 -11
leaf_value=0.01048356252248079 -0.0083047974286737415 0.012617027855662799 0.0079534002958630366 0.009270413230805739 -0.0062395693692256574 0.0077532311064957508 -0.0034248446756699499 0.0030678045996717336 -0.00023471144076455056 0.000100599923172548
leaf_weight=60 54 73 97 54 54 92 71 2089 52 272
leaf_count=60 54 73 97 54 54 92 71 2089 52 272
internal_value=0 0.0032205 0.00291528 0.00787397 0.00274485 0.00254818 0.00235483 0.0025464 0.00459057 0.00272673
internal_weight=0 2914 2735 179 2675 2578 2486 2432 106 2361
internal_count=2968 2914 2735 179 2675 2578 2486 2432 106 2361
is_linear=0
shrinkage=0.16829


Tree=8136
num_leaves=21
num_cat=0
split_feature=1 3 124 2 1 11 34 2 3 1 1 2 3 1 2 51 3 52 52 2
split_gain=12.1928 3.34087 0.956847 0.825556 0.816816 0.594928 0.551654 0.486699 0.436642 0.421162 0.270318 0.234762 0.316043 0.218244 0.210435 0.158288 0.216703 0.122565 0.237854 0.0718223
threshold=0.10749500000000002 -0.053364999999999996 -0.080429999999999988 0.16730000000000003 0.09518500000000002 1.0000000180025095e-35 -0.023104999999999997 0.11835000000000002 -0.12077499999999998 0.10373000000000002 0.085880000000000026 0.10979000000000001 0.12955000000000003 0.11584000000000001 0.088615000000000013 0.041320000000000003 -0.012814999999999998 0.089735000000000023 -0.019454999999999997 0.094215000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 6 -1 8 -3 13 -4 14 -7 -8 -13 -2 15 16 -10 18 -16 -19
right_child=1 3 5 -5 -6 10 11 -9 9 -11 -12 12 -14 -15 17 -17 -18 19 -20 -21
leaf_value=0.00096218636394342538 0.0010711258338963569 4.3618753176938862e-05 0.00072225297464347741 -0.00012880251963378914 0.00038122479320517293 0.0013301902869800274 0.00055675560121361939 0.00053598068514188835 0.0010180525421686153 0.00068669231237698585 0.0010618180041709886 0.00018644166338841281 0.00045730765852069333 0.00079218188276913978 0.00097994709889440536 0.00088679403938224746 0.0011966938643033357 0.0010640079245585704 0.00084075725690934918 0.00096114997974774627
leaf_weight=52 52 65 74 53 54 73 65 57 933 52 99 92 97 79 323 92 83 135 238 200
leaf_count=52 52 65 74 53 54 73 65 57 933 52 99 92 97 79 323 92 83 135 238 200
internal_value=0 0.000433424 0.000974115 0.000252096 0.000666557 0.000988262 0.000315491 0.000792033 0.000973091 0.000982102 0.00117593 0.000384925 0.000325644 0.000903177 0.00098975 0.0010206 0.00103268 0.000951562 0.00092096 0.00100271
internal_weight=0 560 2408 372 106 2302 319 188 2130 2056 172 254 189 131 2004 1108 1016 896 561 335
internal_count=2968 560 2408 372 106 2302 319 188 2130 2056 172 254 189 131 2004 1108 1016 896 561 335
is_linear=0
shrinkage=0.0032998


Tree=8137
num_leaves=17
num_cat=0
split_feature=4 3 12 3 12 43 4 14 3 43 4 3 15 52 43 124
split_gain=9.28878 2.5575 1.57039 0.94123 0.83553 0.801299 0.861393 0.731866 0.489622 0.399839 0.340021 0.383126 0.273928 0.237714 0.234698 0.125334
threshold=0.31392000000000003 0.11500500000000001 -1.0000000180025095e-35 0.15217000000000003 0.13936000000000001 -0.090344999999999995 -0.0058699999999999994 0.073890000000000011 0.30863500000000005 -0.0068849999999999996 -0.49269499999999994 -0.15963499999999997 -0.43587999999999999 0.082640000000000005 -0.012119999999999997 -0.053299999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 9 7 -1 -7 10 -3 15 -4 -12 -11 -13 -8 -2
right_child=3 8 4 -5 -6 6 14 -9 -10 12 11 13 -14 -15 -16 -17
leaf_value=0.0010898994256125266 0.00041915844928313802 0.00066695094026147765 0.0011892443852262503 1.1243164329621746e-05 0.00058815670795661992 0.00037222785578448845 0.0006733264944599165 0.0013057117424506695 0.00024288003224220641 0.00075463774338686363 0.00071202905660370846 0.00096915558287573127 0.00044918428971651737 0.0010440146305032076 0.00098080625491784581 0.0001984799206664934
leaf_weight=52 55 70 101 68 52 83 59 90 52 54 53 1204 81 783 52 59
leaf_count=52 55 70 101 68 52 83 59 90 52 54 53 1204 81 783 52 59
internal_value=0 0.000953707 0.000976232 0.000355848 0.00100326 0.000725218 0.000627286 0.00101292 0.000486488 0.000449816 0.0010006 0.000991243 0.000571627 0.000998672 0.000817688 0.000305257
internal_weight=0 2651 2529 317 2283 246 194 2231 122 249 2141 2040 135 1987 111 114
internal_count=2968 2651 2529 317 2283 246 194 2231 122 249 2141 2040 135 1987 111 114
is_linear=0
shrinkage=0.0032998


Tree=8138
num_leaves=28
num_cat=0
split_feature=1 47 4 2 2 11 2 2 49 13 1 123 49 16 2 1 4 2 13 42 133 16 133 16 4 49 1
split_gain=8.56837 1.21825 0.844561 0.682954 0.610919 0.529711 0.47166 0.395218 0.336911 0.281185 0.272278 0.216788 0.165353 0.145692 0.135487 0.213397 0.17708 0.148552 0.157778 0.150972 0.0997154 0.247335 0.0942941 0.0715222 0.0649545 0.050332 0.0172872
threshold=0.10749500000000002 0.08593000000000002 -0.060239999999999995 0.13881000000000002 -1.0000000180025095e-35 1.0000000180025095e-35 0.10251500000000001 1.0000000180025095e-35 0.083250000000000005 0.041960000000000004 0.084815000000000015 0.084180000000000019 0.10322500000000003 0.41580500000000004 0.087515000000000023 0.088035000000000016 0.043640000000000005 0.072175000000000017 -0.077799999999999994 -0.0070449999999999992 0.056015000000000002 -0.012119999999999997 0.085355000000000014 -0.029134999999999998 0.40736500000000003 0.10570500000000001 0.091280000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 11 -1 6 14 -3 10 -7 23 24 -10 -14 17 16 25 18 26 -20 21 -19 -22 -8 -4 -16 -6
right_child=1 7 3 -5 5 9 8 -9 12 -11 -12 -13 13 -15 15 -17 -18 20 19 -21 22 -23 -24 -25 -26 -27 -28
leaf_value=0.00055070546558396176 0.00064012184769415674 0.00074204408147419585 0.00042004568234270244 -3.070244881211458e-05 0.0009104188061277806 0.0011436950762345219 0.00074770411399424587 0.00040271888724137313 0.00093513879682406199 0.0008584322803876557 0.00044503546451004077 0.00013611971608624147 0.00060748026976653363 0.00084935504272364655 0.00083919118646182383 0.00060650040186407831 0.00067801845194984014 0.00088324800115651195 0.00082381154188556824 0.00064124274491126005 0.00070610177676338755 0.0011270251755918807 0.00086936032828160861 0.00059352501175892751 0.00029117510851001577 0.000730197177664066 0.00082954631815088076
leaf_weight=100 54 90 83 102 95 78 98 65 69 76 72 72 57 55 578 63 100 330 107 97 56 54 149 54 94 56 64
leaf_count=100 54 90 83 102 95 78 98 65 69 76 72 72 57 55 578 63 100 330 107 97 56 54 149 54 94 56 64
internal_value=0 0.00035102 0.000255655 0.000196406 0.000804298 0.00081527 0.000801822 0.000599974 0.000699777 0.00100314 0.000613564 0.00028958 0.000806276 0.000726573 0.000825431 0.00079305 0.000809013 0.000852504 0.000798994 0.000737175 0.000885422 0.000917621 0.000824935 0.000693162 0.000351805 0.00082962 0.000878088
internal_weight=0 560 405 351 2408 2308 2154 155 405 154 224 249 181 112 1749 797 734 952 363 204 589 384 205 152 177 634 159
internal_count=2968 560 405 351 2408 2308 2154 155 405 154 224 249 181 112 1749 797 734 952 363 204 589 384 205 152 177 634 159
is_linear=0
shrinkage=0.0032998


Tree=8139
num_leaves=26
num_cat=0
split_feature=1 2 12 14 12 123 12 1446 483 15 43 0 0 13 151 15 2 2 15 49 43 0 16 13 12
split_gain=9.40402 1.78764 1.04558 0.809811 0.656514 0.419276 0.427528 0.588775 0.277363 0.234993 0.259409 0.247019 0.220263 0.254942 0.197807 0.18856 0.17118 0.167922 0.12272 0.110937 0.107438 0.0953914 0.136409 0.0829434 0.0718735
threshold=0.10455000000000002 0.14290000000000003 0.087255000000000013 0.073890000000000011 0.10713500000000002 1.0000000180025095e-35 0.09253500000000002 0.096415000000000015 0.041970000000000007 -0.077474999999999988 -0.0068849999999999996 -0.076004999999999975 -0.078989999999999991 0.0044550000000000006 -0.048789999999999993 -0.14773499999999998 0.17990500000000001 0.087325000000000014 0.091600000000000015 0.10322500000000003 -1.0000000180025095e-35 -0.080734999999999987 -0.089559999999999987 -0.068484999999999976 0.10508500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 5 20 6 7 8 12 10 23 -11 15 -14 -10 -1 -3 18 -8 21 -4 22 -19 -2 -23
right_child=1 16 4 -5 -6 -7 17 -9 14 11 -12 -13 13 -15 -16 -17 -18 19 -20 -21 -22 24 -24 -25 -26
leaf_value=0.0012019372882306424 0.00039977371975673964 0.00025357875849970078 0.00082610728615335413 0.0012600952088833697 0.00049416668775232274 0.00072426610686519865 0.00068055697037591842 0.0013253283743928962 0.0009789943435743922 0.00042142329077545973 0.00053553954959271251 0.00072493524112333398 0.0009620277953146252 0.00069865996348704657 0.00074598801058716542 0.0010017066048878418 -2.1366563265094619e-06 0.00091652247547240983 0.00087483749630863205 0.00081176513762876807 0.0010188570779014047 0.00094017320319803011 0.0011482891543232111 0.00021921995569603911 0.00082194116399118529
leaf_weight=56 53 61 76 95 60 89 67 55 72 52 99 69 160 55 94 986 53 64 82 96 59 217 53 61 84
leaf_count=56 53 61 76 95 60 89 67 55 72 52 99 69 160 55 94 986 53 64 82 96 59 217 53 61 84
internal_value=0 0.000509583 0.000590372 0.000960595 0.000782652 0.00094782 0.000957097 0.000988536 0.000975494 0.000478007 0.000411499 0.000594792 0.000992401 0.000894818 0.000847263 0.0010125 0.000134385 0.000886957 0.000787713 0.000915657 0.000910607 0.000939433 0.00102181 0.000303471 0.000907295
internal_weight=0 643 529 2325 195 2230 2141 1478 1423 334 213 121 1257 215 166 1042 114 663 149 514 135 418 117 114 301
internal_count=2968 643 529 2325 195 2230 2141 1478 1423 334 213 121 1257 215 166 1042 114 663 149 514 135 418 117 114 301
is_linear=0
shrinkage=0.0032998


Tree=8140
num_leaves=18
num_cat=0
split_feature=0 9 14 0 1429 158 150 150 9 4 0 399 4 4 0 0 4
split_gain=0.221965 0.162875 0.13114 0.128615 0.0963873 0.0924916 0.0910309 0.0876274 0.0780018 0.0948836 0.0855402 0.0741219 0.0701365 0.178888 0.0497773 0.0614626 0.00959341
threshold=-0.12851999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 -0.24203499999999997 0.096690000000000012 -0.44792999999999994 0.082965000000000025 0.095110000000000014 1.0000000180025095e-35 0.11321500000000001 -0.06563999999999999 0.09173000000000002 0.31392000000000003 0.061295000000000009 -0.067969999999999989 -0.088494999999999976 -0.0086549999999999978
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 -3 8 12 9 11 -11 -7 13 16 15 -8 -5
right_child=1 4 -4 7 -6 6 14 -9 -10 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0071569167639703212 -0.0012238421058297444 0 0.0079396243236762639 -0.0030802432256960329 -0.00081337317008158927 0.0065885159537138671 0.0010696997050671916 0.004590855690447454 0.011683708852462079 0.0051241731749320264 -0.002967350803207619 0.012898795397926212 -0.0083213137970270818 0.0069974361336783723 -0.00093939554844653405 0.007692689557772513 -0.0061572740907095804
leaf_weight=60 93 68 73 56 58 1757 75 55 84 121 53 55 52 52 63 86 67
leaf_count=60 93 68 73 56 58 1757 75 55 84 121 53 55 52 52 63 86 67
internal_value=0 0.00567138 0.00146417 7.67335e-05 0.0059371 0.00610363 0.00628494 -0.00142332 0.00663441 0.00641994 0.00264919 0.00678104 -0.00288841 -0.0012638 0.0030474 0.0046186 -0.00477096
internal_weight=0 2513 415 342 2420 2362 2294 282 2070 1986 174 1812 227 175 224 161 123
internal_count=2928 2513 415 342 2420 2362 2294 282 2070 1986 174 1812 227 175 224 161 123
is_linear=0
shrinkage=0.16829


Tree=8141
num_leaves=22
num_cat=0
split_feature=1 0 0 13 1429 15 49 15 51 16 0 41 156 11 15 1429 159 48 13 13 0
split_gain=0.261194 0.140082 0.172961 0.212377 0.0958627 0.101789 0.0938636 0.122728 0.0782329 0.0927664 0.0734804 0.065031 0.0686918 0.109212 0.0954831 0.0745828 0.0593416 0.0606225 0.0502067 0.0958377 0.0790024
threshold=0.095085000000000017 -0.13619499999999998 -0.105195 -0.090854999999999977 -0.0074799999999999997 0.025430000000000005 -0.038669999999999989 -0.24211499999999997 -0.067854999999999985 0.51783000000000012 -0.068669999999999995 0.079395000000000007 0.086860000000000007 1.0000000180025095e-35 -0.044884999999999994 0.083725000000000008 -0.25625999999999993 0.10327000000000001 -0.08971999999999998 -0.085349999999999995 -0.086414999999999978
decision_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 6 -3 -4 -5 8 -2 -8 9 -6 -10 12 13 16 -14 -16 -1 18 20 -20 -18
right_child=1 2 3 4 5 -7 7 -9 10 -11 -12 -13 14 -15 15 -17 17 -19 19 -21 -22
leaf_value=0.0013059613487406809 0.0024348834659454772 0.011110991822862421 -0.0062781529308346485 0.0099560129514403954 0.0094800721360858518 0.0072075343714335001 0.0016356658782109628 -0.0088151009528781125 0.0024220648438639837 -0.00027624205205249475 -0.0034652265109611597 0.00032773596842577718 0.0073566029899282074 0.013275723198080926 0.0038758431795235769 -0.0034842366207511891 0.0058432771791922357 0.00095896160609801405 0.0099953756312362446 0.0058226460166240753 -0.001286370006569745
leaf_weight=89 85 67 75 55 58 101 52 81 118 52 122 74 83 54 80 76 134 71 182 1154 65
leaf_count=89 85 67 75 55 58 101 52 81 118 52 122 74 83 54 80 76 134 71 182 1154 65
internal_value=0 0.00176586 0.00300839 0.00207092 0.00331198 0.00249775 -0.00191931 -0.00471558 0.00113351 0.00485166 -0.000563156 0.00525217 0.00543457 0.00580118 0.0027442 0.000278647 0.005562 0.00579674 0.00601933 0.00639243 0.00350547
internal_weight=0 866 648 581 506 451 218 133 350 110 240 2062 1988 1749 239 156 1695 1606 1535 1336 199
internal_count=2928 866 648 581 506 451 218 133 350 110 240 2062 1988 1749 239 156 1695 1606 1535 1336 199
is_linear=0
shrinkage=0.16829


Tree=8142
num_leaves=34
num_cat=0
split_feature=1 1 12 2 13 12 12 52 1 12 2 50 160 483 1 49 40 50 12 13 13 13 1 1 13 13 12 12 52 151 403 131 12
split_gain=3.86562 1.04753 0.698346 0.348932 0.34464 0.289043 0.232478 0.202826 0.297634 0.190684 0.149553 0.126161 0.144103 0.130637 0.11607 0.118907 0.113559 0.102165 0.0922692 0.0920401 0.0992255 0.0742437 0.0690839 0.101115 0.0662533 0.0633815 0.0842606 0.0637754 0.0627913 0.0406772 0.0348803 0.0307471 0.0223976
threshold=0.095435000000000006 0.14860500000000001 0.085845000000000019 0.10085000000000001 -0.012224999999999998 -1.0000000180025095e-35 -0.092979999999999993 0.08321000000000002 0.076160000000000019 0.092855000000000007 0.11203000000000002 0.083090000000000011 -0.093794999999999989 -0.086419999999999983 0.080320000000000016 -0.020454999999999997 -0.049499999999999995 0.097115000000000021 0.11619500000000001 -0.089024999999999979 -0.080624999999999988 0.00085500000000000018 0.11378500000000001 0.10404000000000001 -0.050424999999999991 -0.052124999999999998 0.089765000000000025 0.091585000000000014 0.08869500000000001 -1.0000000180025095e-35 -0.10117499999999999 0.086990000000000012 0.097060000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 6 -6 -2 11 17 -4 -7 12 -1 -14 30 -16 -8 19 21 -9 -21 24 23 -11 32 26 29 -27 -22 -13 -15 -24 -5
right_child=1 -3 9 18 5 10 16 8 -10 22 -12 25 13 14 15 -17 -18 -19 -20 20 28 -23 31 -25 -26 27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.00080157703591689255 0.00041845644795324274 2.4183122268026658e-05 0.00072784949542980583 0.00063472687263385879 0.0002932861069383478 0.00063977952851664651 0.00028171201864578402 0.00061622341484860008 0.00092636795647333976 0.00050103247522702038 0.00043673933589405612 0.00065852090415383557 0.00078026139906662369 0.00057254920311566046 0.00041494384027011193 0.00059742159650924749 9.3420029477930185e-05 0.00057356521718979171 0.00046040713106599229 0.00084670054271321652 0.00076835007345163421 0.00051357718652853825 0.00040785113808007465 0.00068091629309756493 0.00073951568255578711 0.00071609300942894775 0.00057150605430948166 0.00087232826942253009 0.00067787209433527542 0.00078587184829623572 0.0006596772697597844 0.00052165105387895266 0.00054455297772674713
leaf_weight=59 72 70 63 92 88 74 70 73 83 90 89 54 59 66 54 155 71 54 62 89 170 76 61 58 54 73 55 53 190 70 371 53 57
leaf_count=59 72 70 63 92 88 74 70 73 83 90 89 54 59 66 54 155 71 54 62 89 170 76 61 58 54 73 55 53 190 70 371 53 57
internal_value=0 0.000411585 0.000445911 0.00067505 0.000363535 0.000446586 0.000265502 0.000694188 0.000740202 0.000563409 0.000529133 0.000665789 0.000642723 0.000629379 0.000615544 0.000550443 0.000187148 0.000713315 0.000577966 0.000727704 0.000745751 0.000603963 0.000523734 0.000571766 0.000637629 0.000723453 0.00068198 0.000782091 0.000720696 0.000730697 0.000646599 0.000461067 0.000600467
internal_weight=0 859 789 2069 464 251 213 1728 659 325 163 1069 764 705 646 209 141 576 341 522 449 279 262 148 203 305 179 126 360 124 437 114 149
internal_count=2928 859 789 2069 464 251 213 1728 659 325 163 1069 764 705 646 209 141 576 341 522 449 279 262 148 203 305 179 126 360 124 437 114 149
is_linear=0
shrinkage=0.0032998


Tree=8143
num_leaves=23
num_cat=0
split_feature=3 13 15 4 484 457 3 403 1 1 4 1 1 475 15 1213 1213 132 52 12 4 52
split_gain=0.212104 0.14836 0.133208 0.202939 0.112945 0.127141 0.123041 0.222729 0.155732 0.110994 0.0964723 0.128824 0.0776139 0.0693194 0.0599637 0.0455634 0.0706789 0.0668968 0.0363961 0.035021 0.074754 0.0681408
threshold=0.31351000000000001 -0.49410499999999996 0.084985000000000019 -0.14088999999999999 0.11628500000000001 0.11469000000000001 -0.091894999999999991 -0.016149999999999994 0.10723500000000001 0.084470000000000003 -0.15764999999999998 0.10290000000000001 0.096255000000000021 -0.086169999999999983 -0.044024999999999988 0.041405000000000004 0.12389500000000002 -0.040939999999999997 -0.08799499999999999 0.092855000000000007 -0.081664999999999988 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
left_child=2 -2 4 -4 5 6 7 -1 9 -9 18 13 15 -12 -13 17 -17 -5 -8 20 -19 -21
right_child=1 -3 3 12 -6 -7 10 8 -10 -11 11 14 -14 -15 -16 16 -18 19 -20 21 -22 -23
leaf_value=-0.0086529314353043021 0.0026627363169703156 -0.0098568636233175768 0.015752124398279027 0.011970182764178524 0.0098935474687438154 -0.0047072188105193443 0.0058436611210197428 0.0032660391204551577 0.0091198363849777711 -0.0039588553903959307 0.0098665904044758883 0.0019889082073936289 0.00015265822270930346 0.0043753097663279629 -0.0039526324370462952 -0.0010086947516374126 0.0067600609740820841 0.0039602850411634286 0.012208626339151188 0.00066900764282442715 0.0089126424641730456 0.0068305692934314613
leaf_weight=60 55 52 56 56 74 56 52 156 77 98 71 304 77 876 57 65 67 150 53 93 209 114
leaf_count=60 55 52 56 56 74 56 52 156 77 98 71 304 77 876 57 65 67 150 53 93 209 114
internal_value=0 -0.00340476 0.00421974 0.00593014 0.00343436 0.00317641 0.00342213 0.000774397 0.00248871 0.000471408 0.00415353 0.0037572 0.00526608 0.00478891 0.00104579 0.00578589 0.00292093 0.006391 0.00907356 0.00583583 0.00684842 0.00407101
internal_weight=0 107 2821 887 1934 1860 1804 391 331 254 1413 1308 831 947 361 754 132 622 105 566 359 207
internal_count=2928 107 2821 887 1934 1860 1804 391 331 254 1413 1308 831 947 361 754 132 622 105 566 359 207
is_linear=0
shrinkage=0.16829


Tree=8144
num_leaves=15
num_cat=0
split_feature=1375 3 3 14 0 15 3 3 4 15 4 50 51 131
split_gain=0.152574 0.163142 0.124072 0.11507 0.114073 0.0917271 0.161278 0.131699 0.137744 0.202272 0.10174 0.0846302 0.0978135 0.0484517
threshold=-0.10702499999999998 0.18595000000000003 0.12955000000000003 -0.13131999999999996 -0.11167499999999998 0.084985000000000019 -0.11266 -0.10690999999999999 -0.17568999999999999 -0.0065999999999999991 -0.043174999999999991 0.12170000000000002 0.10636000000000001 0.11225500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 7 -7 8 -5 -10 13 12 -9 -8
right_child=1 4 -4 5 -6 6 10 11 9 -11 -12 -13 -14 -15
leaf_value=-0.0049692629110397049 0.0093433090209203047 0.002024878767780445 0.011818875037485823 0.0040970960489217839 -0.0077973271865516983 0.013692053660465553 0.0050856583991348153 0.003249577484617067 0.00019043260089813752 -0.012477608374573736 -0.0028600859110330624 -0.002094470429480228 0.009596817415528024 0.00028786167382635722
leaf_weight=62 95 77 53 101 59 54 704 1287 113 52 54 78 73 66
leaf_count=62 95 77 53 101 59 54 704 1287 113 52 54 78 73 66
internal_value=0 0.00345743 0.00374107 0.00358047 -0.00222302 0.00336774 0.00476768 0.00264536 -0.000789161 -0.00379103 0.00418065 0.00328192 0.0035916 0.00467675
internal_weight=0 2866 2730 2677 136 2582 878 1704 266 165 824 1438 1360 770
internal_count=2928 2866 2730 2677 136 2582 878 1704 266 165 824 1438 1360 770
is_linear=0
shrinkage=0.16829


Tree=8145
num_leaves=22
num_cat=0
split_feature=1 52 2 3 3 14 3 160 2 1 16 2 3 13 40 484 3 160 160 52 3
split_gain=3.41346 0.910451 0.396302 0.518587 0.266771 0.240065 0.42111 0.315329 0.218438 0.305633 0.200533 0.198679 0.150269 0.284184 0.0955219 0.0950027 0.164335 0.0859395 0.119691 0.0929852 0.0594853
threshold=0.10359500000000001 -0.41694999999999993 1.0000000180025095e-35 -0.041789999999999994 0.10402500000000002 0.064610000000000015 -0.11749 -1.0000000180025095e-35 0.091235000000000024 0.086215000000000014 -0.14239499999999997 -0.026084999999999994 0.076825000000000018 -0.085349999999999995 -0.062739999999999976 0.024650000000000002 -0.012814999999999998 0.061085000000000007 0.10488000000000001 0.10523 -0.085824999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 7 -1 10 17 -8 -5 14 -14 -4 16 -12 19 -19 -10 -17
right_child=1 2 12 11 -6 -7 8 -9 9 -11 15 -13 13 -15 -16 20 -18 18 -20 -21 -22
leaf_value=0.00018986968233731413 0.00063786368798306723 0.00053847048536780225 0.00020060650276284986 7.8736868880401506e-05 0.00035757142602236186 0.00075351001419046617 0.00042409612528621901 0.00051266087169657686 0.00049519036289920706 0.00028513090215739927 0.00058769090001493929 0.00035166145043262351 0.00013035204119199131 0.00038242819234666879 4.7409911495575489e-05 0.00075280655413208729 0.00073586744286869665 0.00073825673250241144 0.00052358880025635236 0.00059160461022373658 0.0006317641821041313
leaf_weight=53 77 103 86 58 65 79 66 89 309 52 1002 59 100 96 93 79 91 59 58 178 119
leaf_count=53 77 103 86 58 65 79 66 89 309 52 1002 59 100 96 93 79 91 59 58 178 119
internal_value=0 0.000299924 0.000256131 0.000367489 0.000567404 0.000573493 0.000566878 0.000392431 0.000579166 0.000529287 0.000603252 0.000216667 0.000190707 0.000253998 0.00012121 0.000612384 0.00060006 0.000550249 0.000632141 0.000530502 0.000680237
internal_weight=0 672 595 220 2299 2234 2155 142 2013 656 1357 117 375 196 179 1291 1093 604 117 487 198
internal_count=2971 672 595 220 2299 2234 2155 142 2013 656 1357 117 375 196 179 1291 1093 604 117 487 198
is_linear=0
shrinkage=0.0032998


Tree=8146
num_leaves=31
num_cat=0
split_feature=2 15 12 2 457 0 2 2 12 2 0 15 0 2 12 0 1213 1213 47 42 1429 42 160 2 42 16 15 15 2 0
split_gain=2.87569 1.41535 0.623477 0.529721 0.486566 0.40356 0.391852 0.460548 0.297768 0.206328 0.197528 0.195915 0.187655 0.165698 0.191122 0.147326 0.138214 0.131894 0.130468 0.16087 0.104483 0.0968059 0.094014 0.0836516 0.0704708 0.0690985 0.0674214 0.0473672 0.0358407 0.0206836
threshold=0.12026500000000001 -0.38214499999999996 0.056995000000000011 0.16730000000000003 0.092890000000000014 -0.084114999999999981 0.078775000000000012 0.094905000000000017 0.092755000000000018 0.088555000000000009 -0.083844999999999989 -0.10981499999999998 -0.11262999999999999 0.10859000000000001 -1.0000000180025095e-35 -0.06612999999999998 -0.074014999999999984 -0.023029999999999998 0.082465000000000024 0.087605000000000002 0.08425500000000001 -0.097789999999999988 -0.087864999999999985 0.114 0.090115000000000015 0.073820000000000011 0.085465000000000013 0.089715000000000003 0.087865000000000013 -0.049024999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 6 -2 15 28 9 10 17 -7 -11 14 -9 -3 -12 26 21 -20 27 -10 -19 25 -18 -23 -4 -14 -8 -13
right_child=3 2 8 -5 -6 11 7 13 18 12 16 29 20 -15 -16 -17 24 22 19 -21 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00029089778866732261 0.00026397248954288785 0.00057036569594607581 0.00099685967781004605 0.00012984173635756285 0.00029178969108196334 0.00037688824366841083 0.00090671991812524017 0.00051607698943692884 0.00081669574302816296 0.0005073452626076731 0.00060430658318031056 0.0006714592655512314 0.00066574158152822279 0.00046908780215772596 0.00077868586106213619 0.0003380817462697082 0.00072543147772202601 0.00070460860518426806 0.00045126521277409566 0.00068890672584447489 0.00085830297689437596 0.00068394369310155337 0.00081778201423741536 0.00080539349305260315 0.00086062094891796177 0.00058391765096528774 0.00084354586573762212 0.00076638028541231964 0.00078668176431743845 0.00057023575021513653
leaf_weight=96 95 71 59 82 52 56 64 54 63 54 90 52 202 76 72 53 188 111 62 65 52 368 350 52 59 102 80 77 61 53
leaf_count=96 95 71 59 82 52 56 64 54 63 54 90 52 202 76 72 53 188 111 62 65 52 368 350 52 59 102 80 77 61 53
internal_value=0 0.000684822 0.000699714 0.000361271 0.0005953 0.000435262 0.000630216 0.000690345 0.000725518 0.000755031 0.00078174 0.000536115 0.000689936 0.00059235 0.000666419 0.000471367 0.000716961 0.000818066 0.00067067 0.00057317 0.000719617 0.000691776 0.000790608 0.000676632 0.000757866 0.000662311 0.000908875 0.000693643 0.000848423 0.000620701
internal_weight=0 2633 2537 338 503 256 451 327 2034 1322 937 161 385 202 126 124 337 600 712 127 331 585 461 522 247 470 139 279 125 105
internal_count=2971 2633 2537 338 503 256 451 327 2034 1322 937 161 385 202 126 124 337 600 712 127 331 585 461 522 247 470 139 279 125 105
is_linear=0
shrinkage=0.0032998


Tree=8147
num_leaves=10
num_cat=0
split_feature=14 1420 1371 483 483 457 14 14 483
split_gain=0.114174 0.108757 0.112628 0.115322 0.153387 0.123 0.136154 0.142013 0.0626775
threshold=-0.31108499999999994 -0.082824999999999982 0.081810000000000008 0.10549500000000002 0.080590000000000009 0.11662500000000002 -1.0000000180025095e-35 0.073890000000000011 0.092055000000000012
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 -8 -6
right_child=1 2 -4 -5 8 -7 7 -9 -10
leaf_value=-0.0031635625071846311 0.010760461542987185 0.011768753306634055 0.010824503751549962 0.0087088041615356274 -0.0048735086980760236 -0.0047269312218473228 0.0028050792955133367 0.0099417549286166789 0.0011496001169633045
leaf_weight=82 53 52 52 94 97 56 2305 82 98
leaf_count=82 53 52 52 94 97 56 2305 82 98
internal_value=0 0.00319388 0.00305184 0.00290602 0.00270257 0.00305811 0.0032376 0.003051 -0.0018373
internal_weight=0 2889 2836 2784 2690 2495 2439 2387 195
internal_count=2971 2889 2836 2784 2690 2495 2439 2387 195
is_linear=0
shrinkage=0.16829


Tree=8148
num_leaves=22
num_cat=0
split_feature=4 3 39 48 4 16 50 14 159 159 4 48 48 3 13 16 13 50 16 16 4
split_gain=3.51028 1.49184 0.934612 0.379081 0.314567 0.355633 0.317726 0.29535 0.296052 0.399877 0.284848 0.235775 0.196209 0.188795 0.172637 0.148092 0.147113 0.145538 0.0710561 0.11583 0.0885734
threshold=0.31392000000000003 0.28833000000000003 0.0047850000000000011 0.091775000000000009 0.028075000000000006 -0.055004999999999991 -0.096759999999999999 0.073890000000000011 0.087360000000000007 0.10314500000000001 0.5567700000000001 -0.065059999999999993 0.083540000000000017 -0.087979999999999989 -0.011809999999999999 -0.41776999999999992 -0.053999999999999999 0.12170000000000002 -0.38959499999999997 -0.13800499999999996 0.24099500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 14 7 18 -7 8 12 -10 11 -2 17 -14 -4 -13 -11 -1 20 -20 -6
right_child=10 -3 3 -5 5 6 -8 -9 9 16 -12 15 13 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.00078379764578470656 0.00019697328022096535 0.00021717428321358737 0.00072191398532627014 0.00031337437949578375 0.00087509692767337075 0.00070277068839565029 0.00037696381189305996 0.00097846365078704768 0.0003863584661001093 0.00060885617764447689 0.00016138992459560728 0.00054921075879032501 0.0005142873965603193 0.00072629513664626902 0.00049767406920467143 0.00035795213572003735 0.00085077679590063785 0.00063399588250551673 0.00056071539771339047 0.00076966676922995666 0.00069061859841640361
leaf_weight=1426 52 66 75 70 62 57 78 64 56 57 77 87 61 201 78 93 56 77 58 62 58
leaf_count=1426 52 66 75 70 62 57 78 64 56 57 77 87 61 201 78 93 56 77 58 62 58
internal_value=0 0.000707859 0.00072032 0.000515555 0.000739548 0.000651173 0.000514788 0.000756117 0.000748741 0.000615709 0.000336072 0.000393896 0.000761459 0.000677069 0.000607826 0.00045059 0.000729058 0.000776147 0.000727743 0.000668967 0.000786226
internal_weight=0 2662 2596 223 2373 375 135 1998 1934 169 309 232 1765 262 153 180 113 1503 240 120 120
internal_count=2971 2662 2596 223 2373 375 135 1998 1934 169 309 232 1765 262 153 180 113 1503 240 120 120
is_linear=0
shrinkage=0.0032998


Tree=8149
num_leaves=15
num_cat=0
split_feature=484 1348 50 160 50 51 14 4 13 151 2 49 43 43
split_gain=0.0961784 0.157354 0.107007 0.172095 0.102851 0.152669 0.123628 0.0902538 0.0643583 0.0606867 0.0601812 0.0500344 0.0489052 0.0406987
threshold=0.11628500000000001 0.084895000000000012 0.12170000000000002 -0.06146999999999999 0.017860000000000004 0.095630000000000007 -0.31108499999999994 -0.10429499999999998 0.24142000000000002 -0.14525499999999997 0.09056500000000002 0.0062600000000000008 -0.084534999999999985 -0.045139999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 -1 -6 9 -8 12 -2 -9 -14
right_child=11 -3 3 -5 7 -7 8 10 -10 -11 -12 -13 13 -15
leaf_value=-0.0046464926026762287 0.011165400179610598 -0.0056224674630125397 0.0042883658715401635 -0.0082966357785720455 0.011715905870276697 -0.0037437699226334112 0.0077837523316599388 3.8006050315467309e-05 -0.0013213405882216288 0.0032725273173803042 0.0099543369294240649 0.0041347307380831515 0.0083649769609241819 0.0034669573151235606
leaf_weight=57 60 61 63 60 60 97 89 77 82 1925 52 57 70 161
leaf_count=57 60 61 63 60 60 97 89 77 82 1925 52 57 70 161
internal_value=0 0.00282279 0.00300788 -0.00183605 0.0032317 0.00277886 0.00307356 0.00565338 0.00328436 0.00347277 0.00463797 0.00775556 0.00373457 0.00495898
internal_weight=0 2854 2793 123 2670 2250 2153 420 2096 2014 360 117 308 231
internal_count=2971 2854 2793 123 2670 2250 2153 420 2096 2014 360 117 308 231
is_linear=0
shrinkage=0.16829


Tree=8150
num_leaves=15
num_cat=0
split_feature=160 474 0 30 34 43 4 3 3 3 15 3 4 15
split_gain=0.136727 0.106339 0.22586 0.153462 0.179016 0.124458 0.11054 0.109829 0.100668 0.0952458 0.173362 0.159948 0.0904153 0.0432838
threshold=-0.54883999999999988 0.085020000000000012 -0.053834999999999994 0.085570000000000021 -0.016844999999999995 -0.084879999999999983 -0.47860499999999995 -0.13827999999999999 -0.082354999999999984 0.12478500000000002 -0.083029999999999979 0.10265000000000001 -0.10701499999999999 -0.081149999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 4 -2 -3 7 -6 -7 11 -11 12 -8 -10
right_child=1 2 -4 -5 6 8 9 -9 13 10 -12 -13 -14 -15
leaf_value=-0.0049325407084777088 0.013010661950783311 -0.0095565359040899276 0.009055649583103351 -0.0042467694979611385 0.013719746076899613 0.0057964019915842085 -0.0017298467710435113 0.0035598797393973231 0.00080291912911894462 0.0034846559419798666 -0.0083165680950073959 0.01158680038114915 0.0034680449816342166 -0.0054199855643457442
leaf_weight=61 57 52 63 71 58 55 99 64 54 95 56 67 2008 75
leaf_count=61 57 52 63 71 58 55 99 64 54 95 56 67 2008 75
internal_value=0 0.00310803 9.77488e-05 0.00345688 0.00367603 -0.00228594 0.00345786 0.00840471 -0.000221446 0.00319751 -0.000880059 0.00348155 0.00322296 -0.00280112
internal_weight=0 2874 299 2575 2504 236 2447 122 184 2325 151 2174 2107 129
internal_count=2935 2874 299 2575 2504 236 2447 122 184 2325 151 2174 2107 129
is_linear=0
shrinkage=0.16829


Tree=8151
num_leaves=10
num_cat=0
split_feature=160 51 51 30 34 10 150 151 2
split_gain=0.0946409 0.0966836 0.201641 0.0802348 0.0931469 0.126606 0.117014 0.109225 0.0112617
threshold=-0.54883999999999988 0.25704000000000005 0.14083500000000002 0.086055000000000006 -0.016844999999999995 -0.013164999999999998 0.11247500000000001 0.059255000000000009 0.105395
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 -7 -8
right_child=1 -3 -4 -5 5 6 8 -9 -10
leaf_value=-0.004102444449664012 0.0089176317517389893 -0.004523202893826953 0.012725079748304502 -0.0030969468921165509 -0.0049995512378995816 0.0026514354066891309 0.010036867458744493 -0.0038616165495951784 0.0063759134326882511
leaf_weight=61 66 53 56 70 62 2388 52 75 52
leaf_count=61 66 53 56 70 62 2388 52 75 52
internal_value=0 0.0025853 0.00271949 0.00251619 0.00266266 0.00250494 0.0026869 0.00245238 0.00822367
internal_weight=0 2874 2821 2765 2695 2629 2567 2463 104
internal_count=2935 2874 2821 2765 2695 2629 2567 2463 104
is_linear=0
shrinkage=0.16829


Tree=8152
num_leaves=12
num_cat=0
split_feature=1373 155 457 475 0 0 4 50 47 2 4
split_gain=0.097446 0.0774184 0.0883976 0.0944036 0.10338 0.198567 0.112158 0.0709854 0.0777253 0.0554894 0.0388549
threshold=0.087010000000000018 0.085010000000000016 0.091935000000000017 -0.087994999999999976 0.040570000000000002 0.10923000000000001 -0.16236499999999995 -0.041284999999999995 0.086025000000000004 0.10393500000000001 0.0054350000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 -5 -8 -9 -3 -4
right_child=-2 9 10 4 5 -7 7 8 -10 -11 -12
leaf_value=-0.0046464315438419761 -0.0050388889948252301 0.0085136473500549582 0.0092342225841148644 0.0096117737273346843 -0.0098894990178689021 0.0026560232412493959 -0.0026175411039767232 0.0018011098288019699 0.0048781027862885183 0.0025831414537692931 0.0032118638068600273
leaf_weight=64 54 90 64 56 60 88 91 1952 265 91 60
leaf_count=64 54 90 64 56 60 88 91 1952 265 91 60
internal_value=0 0.0021672 0.0019403 0.00172807 0.0018912 -0.00241786 0.00216173 0.00198019 0.00216972 0.00554194 0.00633467
internal_weight=0 2881 2700 2576 2512 148 2364 2308 2217 181 124
internal_count=2935 2881 2700 2576 2512 148 2364 2308 2217 181 124
is_linear=0
shrinkage=0.16829


Tree=8153
num_leaves=11
num_cat=0
split_feature=1374 0 160 10 3 3 11 52 40 16
split_gain=0.0781201 0.0785437 0.066086 0.066254 0.0904592 0.14543 0.0931375 0.0767733 0.0765266 0.0703149
threshold=0.088460000000000011 -0.23803499999999997 -0.53492499999999987 0.057650000000000007 -0.14539499999999997 -0.115685 0.088160000000000002 0.51371000000000011 -0.08440499999999998 -0.044939999999999987
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 9 8 -7 -4
right_child=-2 2 3 -5 5 7 -8 -9 -10 -11
leaf_value=0.0083130018839719082 -0.0040686946537580098 -0.0030262664159809568 -0.00083680777862506076 -0.0031845512503191125 -0.006163971909915451 -0.0022374349692275567 0.010433951167211112 -0.0030000373726886283 0.0023040745407716008 0.0063458442378892055
leaf_weight=52 65 81 73 72 65 110 68 87 2181 81
leaf_count=52 65 81 73 72 65 110 68 87 2181 81
internal_value=0 0.00182311 0.00170271 0.00184332 0.00197983 0.00168318 0.00523619 0.00189843 0.00208523 0.00292941
internal_weight=0 2870 2818 2737 2665 2443 222 2378 2291 154
internal_count=2935 2870 2818 2737 2665 2443 222 2378 2291 154
is_linear=0
shrinkage=0.16829


Tree=8154
num_leaves=24
num_cat=0
split_feature=12 4 4 48 49 15 43 4 16 43 4 43 12 474 4 42 15 402 4 400 12 16 12
split_gain=6.87227 1.81184 1.56949 0.776273 0.614567 0.471835 0.46826 0.501173 0.638709 0.429126 0.352099 0.311234 0.240267 0.213313 0.201977 0.177222 0.148296 0.114796 0.0889122 0.0892205 0.0829248 0.0726544 0.151143
threshold=0.078120000000000009 0.26546000000000003 0.31392000000000003 0.091125000000000025 -0.047179999999999993 0.13954000000000003 -0.081404999999999991 -0.47860499999999995 -0.0096749999999999978 -0.095049999999999982 0.043640000000000005 -0.060849999999999994 0.091585000000000014 0.085435000000000025 -0.12685999999999997 -0.097789999999999988 -0.097794999999999979 0.08406000000000001 -1.0000000180025095e-35 -0.082659999999999997 -0.064689999999999984 -0.15693499999999996 0.094955000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 6 -5 10 9 -8 16 -1 12 -3 14 15 -2 -14 -9 -17 19 -16 -13 -12 -23
right_child=2 11 -4 4 -6 -7 7 8 -10 -11 21 20 13 -15 18 17 -18 -19 -20 -21 -22 22 -24
leaf_value=0.00089150509611657998 0.0012725555196454056 0.00027653922256841017 0.00055516572620209525 0.00030426154637455411 0.00073864041009817465 0.00074348184121174202 0.0012111997637017523 0.001138387851196523 0.00064239007531916145 0.00048731288456320811 0.00099690797926286351 0.00062751837569499451 0.0011834480089091494 0.00081376545088239006 0.0011888229246139175 0.0010267911344916843 0.00090771809204832942 0.00086462040349754145 0.0011811072488201934 0.0010625113787401772 0.00046092448781845651 0.00073417549789503867 0.00096392565348561666
leaf_weight=52 67 95 76 60 88 58 52 52 95 65 99 52 76 55 71 488 81 56 97 867 97 53 83
leaf_count=52 67 95 76 60 88 58 52 52 95 65 99 52 76 55 71 488 81 56 97 867 97 53 83
internal_value=0 0.000661577 0.00102189 0.000767462 0.000562779 0.00103901 0.000843679 0.000917273 0.000850083 0.000667255 0.00104751 0.000424928 0.00106352 0.00101377 0.00109395 0.00103146 0.00099817 0.00101016 0.00108236 0.00107211 0.000519301 0.000926304 0.00087465
internal_weight=0 789 2146 545 148 2070 397 280 228 117 2012 244 1777 675 1102 620 133 544 1035 938 149 235 136
internal_count=2935 789 2146 545 148 2070 397 280 228 117 2012 244 1777 675 1102 620 133 544 1035 938 149 235 136
is_linear=0
shrinkage=0.0032998


Tree=8155
num_leaves=19
num_cat=0
split_feature=41 12 39 3 4 151 4 4 52 4 3 4 3 42 4 133 133 1212
split_gain=0.269291 0.266676 0.197279 0.111678 0.0998771 0.0959179 0.0935666 0.081439 0.121591 0.0789571 0.0740902 0.183574 0.0992926 0.0738353 0.0759676 0.0715414 0.126034 0.0978093
threshold=0.079395000000000007 0.083310000000000009 0.10050500000000002 -0.080349999999999991 0.55074000000000012 0.0059200000000000008 0.25367000000000006 0.26546000000000003 0.51388500000000004 0.42642000000000008 -0.0024599999999999995 -0.077889999999999987 0.085090000000000013 -0.14592499999999997 0.25367000000000006 -0.0082649999999999998 -0.083124999999999991 0.089955000000000021
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 7 13 -4 8 10 -9 11 -5 -12 -1 15 16 -15 -17
right_child=1 -3 6 4 -6 -7 -8 9 -10 -11 12 -13 -14 14 -16 17 -18 -19
leaf_value=0.008927729245951874 0.0027509655993942397 -0.012659110855314537 -0.0097688929849162505 -0.0066985029895011454 0.0083202362714626162 0.0096935788397681522 -0.00014447697265869465 -0.0055248287021872153 -0.0057103279004702742 0.0024553295918476907 0.010776359817000281 0.0020545374170859365 0.0027632610187369885 0.0042458559721049362 -0.0027660004923551053 0.0046252844952084093 -0.0018648322227132242 -0.0028958459980998673
leaf_weight=62 58 70 53 76 56 69 63 96 61 55 55 629 221 202 62 769 181 52
leaf_count=62 58 70 53 76 56 69 63 96 61 55 55 629 221 202 62 769 181 52
internal_value=0 -0.00566238 0.00223001 0.00252824 0.00136962 0.00356283 -0.00455733 0.00104185 0.00157223 -0.00260625 0.00202691 0.0011084 0.00436658 0.00324294 0.00296311 0.00325963 0.00135335 0.00414673
internal_weight=0 128 2762 2646 1249 1397 116 1193 1042 151 981 705 276 1328 1266 1204 383 821
internal_count=2890 128 2762 2646 1249 1397 116 1193 1042 151 981 705 276 1328 1266 1204 383 821
is_linear=0
shrinkage=0.16829


Tree=8156
num_leaves=14
num_cat=0
split_feature=41 12 14 0 1 10 12 47 0 49 3 3 43
split_gain=0.188454 0.204751 0.133765 0.184472 0.0975599 0.0972066 0.151723 0.106223 0.102204 0.083588 0.0824993 0.0835618 0.0759833
threshold=0.081500000000000017 0.083310000000000009 0.020750000000000005 -0.13619499999999998 0.085490000000000024 0.057650000000000007 -0.097314999999999985 0.11518500000000002 0.12583000000000003 -0.14917999999999998 0.10265000000000001 0.12745000000000004 -0.00088499999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 -5 8 9 -8 12 -12 -6
right_child=1 -3 -4 5 10 -7 7 -9 -10 -11 11 -13 -14
leaf_value=0.0041326260521362748 0.0027168870077970975 -0.011354584872751391 0.0085035955073890102 0.011050027190428045 -0.0024993165079615163 -0.0040476351459734971 -0.0045068452153427235 -0.0034351665420399328 0.0093772011815631811 0.0023134305815027687 0.0038619795744266722 -0.0048394231502636486 -0.011411719785427824
leaf_weight=53 53 65 83 55 52 70 52 94 57 2072 57 69 58
leaf_count=53 53 65 83 55 52 70 52 94 57 2072 57 69 58
internal_value=0 -0.00501912 0.00184433 0.00163811 -0.00237579 0.0021222 0.00230833 0.00209621 0.00233543 0.00214561 -0.00384503 -0.000888816 -0.00721492
internal_weight=0 118 2772 2689 289 2400 2330 2275 2181 2124 236 126 110
internal_count=2890 118 2772 2689 289 2400 2330 2275 2181 2124 236 126 110
is_linear=0
shrinkage=0.16829


Tree=8157
num_leaves=11
num_cat=0
split_feature=48 1444 43 13 12 124 3 13 1 3
split_gain=0.191489 0.0808814 0.0732039 0.0838115 0.093007 0.102189 0.0627806 0.0833817 0.0417942 0.0212816
threshold=0.11280000000000003 -0.078609999999999985 -0.40685999999999994 0.17226500000000003 -0.14392999999999997 -0.087104999999999988 -0.23098999999999997 0.06211500000000001 0.11181500000000001 -0.11211999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 -4 -6 -7 -8 -2 -3
right_child=8 2 3 -5 5 6 7 -9 -10 -11
leaf_value=-0.0044916666260879593 -0.0010834216070908214 0.0036715996655441287 0.0079088237496021414 -0.0044909815332699983 -0.0053062219567211666 0.0063609715149769404 0.0017883975776921989 -0.0028742206156483411 -0.0070661071191582079 0.0083958825579665032
leaf_weight=60 55 58 67 63 60 80 2193 114 86 54
leaf_count=60 55 58 67 63 60 80 2193 114 86 54
internal_value=0 0.00161098 0.00174782 0.00156382 0.00171627 0.00154598 0.00171897 0.00155722 -0.00474518 0.00596542
internal_weight=0 2749 2689 2577 2514 2447 2387 2307 141 112
internal_count=2890 2749 2689 2577 2514 2447 2387 2307 141 112
is_linear=0
shrinkage=0.16829


Tree=8158
num_leaves=19
num_cat=0
split_feature=1 52 3 2 123 2 14 3 2 2 52 0 1 1 15 1 15 3
split_gain=14.1745 3.48678 1.22609 1.54032 0.948475 0.73019 0.410538 0.493523 0.456745 0.38428 0.370101 0.33612 0.329035 0.27072 0.13595 0.125204 0.110542 0.0477101
threshold=0.10123500000000001 -0.40011499999999994 -0.036264999999999992 0.10134000000000001 0.083430000000000018 0.13154000000000002 0.073890000000000011 -0.12711499999999995 0.091235000000000024 0.14290000000000003 0.056265000000000009 -0.105195 0.11359000000000001 0.12000500000000001 0.087670000000000012 0.085110000000000005 -0.11124499999999998 0.110335
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 12 5 6 7 -1 11 10 13 -9 -3 17 -13 16 -10 -4
right_child=1 2 9 -5 -6 -7 -8 8 15 -11 -12 14 -14 -15 -16 -17 -18 -19
leaf_value=0.00049039801532261239 0.00077889233843364558 0.00069714191725995058 0.00010826532009205248 -3.5729812133906467e-05 0.00028103887152386984 0.00032977570330614399 0.0009563316704121243 0.00055709091450666895 0.00081330513914139454 -0.00021865221332695591 0.00027555871793887162 0.00080142248723707565 0.00035866981710261614 -0.00015633512104834839 0.00072551886780209199 0.00049506945796944427 0.00065033086809151606 -7.0068817218669093e-06
leaf_weight=103 89 59 94 97 57 53 80 83 52 89 54 790 68 103 402 53 498 66
leaf_count=103 89 59 94 97 57 53 80 83 52 89 54 790 68 103 402 53 498 66
internal_value=0 0.000167467 8.10349e-05 0.000277032 0.000702095 0.000713431 0.00072328 0.000713851 0.000726088 -2.70146e-05 2.6678e-05 0.00076164 0.00051619 -2.42891e-05 0.000775854 0.000650855 0.000665803 6.04954e-05
internal_weight=0 719 630 224 2171 2114 2061 1981 1878 406 317 1275 127 263 1192 603 550 160
internal_count=2890 719 630 224 2171 2114 2061 1981 1878 406 317 1275 127 263 1192 603 550 160
is_linear=0
shrinkage=0.0032998


Tree=8159
num_leaves=23
num_cat=0
split_feature=4 39 13 4 0 39 0 4 16 13 51 15 15 16 42 13 16 43 16 4 158 47
split_gain=10.6038 2.7197 1.84427 0.573061 0.511721 0.375084 0.278592 0.351851 0.320427 0.271489 0.256594 0.181859 0.171174 0.183511 0.177946 0.168911 0.126219 0.125313 0.243198 0.108519 0.0750494 0.0757345
threshold=0.31392000000000003 0.084475000000000008 -0.24426999999999996 0.008570000000000003 -0.068669999999999995 0.088025000000000006 -0.064734999999999987 -0.17568999999999999 0.066010000000000013 -0.016319999999999998 0.116525 -0.41725999999999991 -0.069814999999999988 0.0048000000000000013 0.087605000000000002 0.091815000000000022 0.24624500000000002 -0.0005399999999999999 -0.0069549999999999985 -0.098074999999999982 0.080235000000000015 0.078345000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -3 9 10 15 -9 -2 17 -11 20 14 -14 16 -8 19 -19 -4 21 -5
right_child=5 4 3 12 -6 -7 7 8 -10 11 -12 -13 13 -15 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.00084769999418393271 0.00061945966249868389 0.0011001061398325442 0.0015724916415599843 0.0011793230374589718 0.00076347096243017899 0.00050388903259816461 0.0014075447357616577 0.00097022225503053745 0.0013123763004151536 0.00099040568181801608 0.001209818186206305 0.00072828891610742365 0.0013834138393134506 0.001020986537384156 0.0011094881175496057 0.0015213404400612628 0.0011843258844544287 0.0013886205820989261 0.0011652853127589935 0.0014145666476137366 0.001392720304468987 0.0013407518147910194
leaf_weight=82 101 100 54 76 99 103 62 60 62 57 81 62 53 68 55 61 56 330 66 1066 71 65
leaf_count=82 101 100 54 76 99 103 62 60 62 57 81 62 53 68 55 61 56 330 66 1066 71 65
internal_value=0 0.00130391 0.00133508 0.00135255 0.000932811 0.000669284 0.00137633 0.00128277 0.00114439 0.000746559 0.00139395 0.000854137 0.0012361 0.00115818 0.00124424 0.00137688 0.00130191 0.00140376 0.00135149 0.00142221 0.00130062 0.00125399
internal_weight=0 2567 2368 2286 199 323 1898 301 122 220 1597 119 388 176 108 179 118 1516 396 1120 212 141
internal_count=2890 2567 2368 2286 199 323 1898 301 122 220 1597 119 388 176 108 179 118 1516 396 1120 212 141
is_linear=0
shrinkage=0.0032998


Tree=8160
num_leaves=10
num_cat=0
split_feature=10 160 14 48 457 1453 0 43 11
split_gain=0.201489 0.164421 0.144748 0.128108 0.120268 0.0949329 0.0862907 0.11928 0.0835578
threshold=-0.089679999999999982 -0.54243999999999992 0.073890000000000011 0.13991500000000004 0.095420000000000019 -0.077554999999999985 0.10446500000000002 -0.033049999999999989 0.086595000000000019
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 8 -8 -7
right_child=1 2 -4 -5 -6 6 7 -9 -10
leaf_value=-0.0049663840009269928 0.010500687151824719 0.0089788318983988116 0.0095455428826938093 -0.0055474726723832154 0.0090750252889714896 0.0025867613968710321 -0.0076682854006797111 0.0024531752274326146 0.009358665191449891
leaf_weight=89 84 66 91 52 86 2324 55 82 53
leaf_count=89 84 66 91 52 86 2324 55 82 53
internal_value=0 0.00315573 0.00293545 0.00271348 0.00287528 0.00266792 0.00250153 -0.00159707 0.00273851
internal_weight=0 2893 2809 2718 2666 2580 2514 137 2377
internal_count=2982 2893 2809 2718 2666 2580 2514 137 2377
is_linear=0
shrinkage=0.16829


Tree=8161
num_leaves=31
num_cat=0
split_feature=1 1 12 4 2 14 4 4 147 51 12 1 51 15 15 1 12 4 4 4 403 403 2 12 4 4 12 12 13 39
split_gain=7.99022 1.85203 1.64397 0.53802 0.478043 0.386422 0.366851 0.314437 0.297348 0.264909 0.21755 0.190068 0.172992 0.142925 0.180887 0.195586 0.141517 0.273311 0.414032 0.138814 0.136634 0.120693 0.0897205 0.09898 0.084238 0.0821722 0.075161 0.143627 0.0199407 0.0177554
threshold=0.10123500000000001 0.12765500000000005 0.085075000000000026 0.51395000000000002 0.10060500000000001 0.064610000000000015 -0.072659999999999988 0.046185000000000004 0.087265000000000023 -0.025879999999999997 0.090455000000000021 0.10835000000000002 0.10532000000000001 -0.10328999999999998 -0.083859999999999976 0.10921500000000002 0.056995000000000011 -0.00076499999999999995 -0.17568999999999999 -0.085594999999999991 -0.085254999999999984 -0.10117499999999999 0.096435000000000007 0.092395000000000019 -0.050244999999999991 -0.055754999999999992 0.097240000000000007 0.087625000000000022 -0.043279999999999992 0.084950000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 5 8 -6 11 10 -3 16 -4 -11 29 -15 -16 17 18 -1 20 -18 -21 23 24 -12 -25 27 -8 -28 -2
right_child=1 3 7 -5 6 -7 26 -9 -10 12 22 -13 -14 14 15 -17 19 -19 -20 21 -22 -23 -24 25 -26 -27 28 -29 -30 -31
leaf_value=0.00096066469666429512 0.00048609934801729557 0.00053156073035785822 0.00081676456908184544 2.950029497084588e-06 0.00054336436248936932 0.0011138343332121007 0.00074704389332709911 0.00067920320662134359 0.0006515925068173717 0.00016741012585176729 0.00072323163193416869 0.0010881875970331499 0.00041309399410599838 0.00022851909904756941 0.00059195836808638598 0.00031405374597366501 0.0011615189728169883 0.00098205699966277316 0.00056936945016160159 0.00080300882404939829 0.00095444777297043753 0.00093773116690123364 0.0007411693651057801 0.00093250462492879525 0.00089435230732187406 0.00081184629129096386 0.0007286131739881644 0.00095418518577411546 0.00080925006171054907 0.00057989771075087418
leaf_weight=53 52 59 64 67 64 90 63 91 56 80 89 53 52 59 57 55 59 92 68 85 95 717 85 214 53 95 86 95 81 53
leaf_count=53 52 59 64 67 64 90 63 91 56 80 89 53 52 59 57 55 59 92 68 85 95 717 85 214 53 95 86 95 81 53
internal_value=0 0.000483941 0.000604359 0.000257904 0.000879155 0.000901369 0.000773361 0.000826081 0.000890491 0.000347153 0.000898316 0.000940018 0.000264462 0.000437137 0.000377589 0.000455802 0.00092387 0.000845315 0.000741054 0.000941336 0.00103401 0.000923497 0.000842519 0.000861542 0.000787349 0.000895523 0.000818545 0.000871814 0.000767935 0.000533781
internal_weight=0 742 484 258 2240 1851 389 208 1761 191 1705 117 132 276 171 112 1169 213 121 956 154 802 536 451 142 309 325 158 167 105
internal_count=2982 742 484 258 2240 1851 389 208 1761 191 1705 117 132 276 171 112 1169 213 121 956 154 802 536 451 142 309 325 158 167 105
is_linear=0
shrinkage=0.0032998


Tree=8162
num_leaves=33
num_cat=0
split_feature=1 15 2 15 1 12 1 13 12 0 3 3 12 3 43 2 3 15 42 42 42 48 16 15 403 12 12 15 12 12 16 13
split_gain=6.1269 1.00516 1.06354 0.673417 0.531694 0.525112 0.506703 0.373217 0.331135 0.292986 0.265232 0.246462 0.207248 0.198047 0.179758 0.170345 0.152918 0.145953 0.113714 0.108917 0.102387 0.0977106 0.0863631 0.0760467 0.0701999 0.09597 0.0643555 0.0792225 0.052574 0.0491595 0.0337724 0.0274731
threshold=0.11156000000000001 -0.26361999999999991 0.10043500000000001 0.025430000000000005 0.092845000000000025 0.083815000000000014 0.12895500000000001 -0.019539999999999998 1.0000000180025095e-35 -0.075914999999999996 -0.12711499999999995 0.088880000000000015 0.083705000000000016 0.10265000000000001 -0.073079999999999992 0.10134000000000001 -0.085549999999999973 0.085465000000000013 -1.0000000180025095e-35 0.097140000000000018 0.084425000000000014 0.085835000000000009 -0.084064999999999987 -0.43587999999999999 -0.10162999999999998 0.092395000000000019 0.089895000000000017 0.091195000000000012 0.085945000000000008 0.09227500000000001 -0.012609999999999998 -0.035924999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 7 4 10 16 -2 -3 13 -4 -1 12 18 21 -10 17 -5 22 -12 20 -14 -6 28 -8 25 -19 27 -26 -7 -28 -20 -17
right_child=1 2 9 5 8 15 23 -9 14 -11 11 -13 19 -15 -16 31 -18 24 30 -21 -22 -23 -24 -25 26 -27 29 -29 -30 -31 -32 -33
leaf_value=0.00049967893757302088 0.00034973084405948482 0.00080870836699240836 0.00012997566890910619 0.0010739442525363465 0.00028064292127755923 0.00085413640247290279 6.30324777881907e-05 0.00045547840709156 0.00080992316929632993 0.00040907478240597724 0.00068880269056401165 0.00052145397735247712 0.00065916978510232802 0.00060583768338231929 0.00056752350621359189 0.00066513324564432307 0.00084014397195883526 0.00057516293200306635 0.00081263706141491423 0.00056969302086449462 0.00074347838834361041 0.00046620184549321067 0.00094031962777107536 -9.8474791045038304e-05 0.00074553955075671642 0.00073818296762571012 0.00064684828856535217 0.00087944546030162187 0.00071068946951122593 0.00074518825120254675 0.00093171127197686865 0.000550991571654107
leaf_weight=77 66 69 100 66 67 61 75 63 52 70 52 77 291 56 99 52 61 73 56 73 375 60 60 55 157 94 92 76 61 177 66 53
leaf_count=77 66 69 100 66 67 61 75 63 52 70 52 77 291 56 99 52 61 73 56 73 375 60 60 55 157 94 92 76 61 177 66 53
internal_value=0 0.000298521 0.000417995 0.000699679 0.000651736 0.000761668 0.000114253 0.000640388 0.000536359 0.000245106 0.000687819 0.000702416 0.00071764 0.00044138 0.000651232 0.000735029 0.000961924 0.000750679 0.0008212 0.000693208 0.000706694 0.000368586 0.000834857 -5.02654e-06 0.000727725 0.000667134 0.000747812 0.000789368 0.000782702 0.000711686 0.000877343 0.000607854
internal_weight=0 498 302 2484 1401 1083 196 132 334 170 1067 990 913 183 151 956 127 851 174 739 666 127 182 130 669 167 502 233 122 269 122 105
internal_count=2982 498 302 2484 1401 1083 196 132 334 170 1067 990 913 183 151 956 127 851 174 739 666 127 182 130 669 167 502 233 122 269 122 105
is_linear=0
shrinkage=0.0032998


Tree=8163
num_leaves=11
num_cat=0
split_feature=10 39 14 3 160 3 0 457 0 13
split_gain=0.172106 0.176225 0.123415 0.129486 0.153804 0.142439 0.125215 0.090788 0.115927 0.0630238
threshold=-0.089679999999999982 0.10189000000000001 0.073890000000000011 -0.15963499999999997 -0.54913999999999985 -0.12077499999999998 0.064400000000000013 0.097330000000000014 -0.099704999999999974 -0.016759999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 -5 -6 -2 8 -7 -3
right_child=1 9 -4 4 5 7 -8 -9 -10 -11
leaf_value=-0.0037874405785453106 -0.0078188534218527114 0.0010926358813889709 0.0097914503916363971 0.013007176638370994 0.010414712374964189 0.00071781461285724585 0.002834729316410651 0.0091719656062111531 0.0039196967552228316 -0.0070138698043619389
leaf_weight=89 52 54 100 53 90 385 78 80 1947 54
leaf_count=89 52 54 100 53 90 385 78 80 1947 54
internal_value=0 0.00371634 0.00397527 0.00375798 0.00402178 0.00383073 -0.00141288 0.00358431 0.00339185 -0.00294398
internal_weight=0 2893 2785 2685 2555 2502 130 2412 2332 108
internal_count=2982 2893 2785 2685 2555 2502 130 2412 2332 108
is_linear=0
shrinkage=0.16829


Tree=8164
num_leaves=27
num_cat=0
split_feature=1 2 14 1 2 0 1 2 2 2 2 1 0 0 2 0 133 0 43 1 2 2 2 43 51 133
split_gain=12.7531 3.30268 1.49732 1.25026 0.756664 0.858392 0.747932 0.468761 0.496179 0.419779 0.582816 0.354023 0.344656 0.300802 0.29576 0.244652 0.226092 0.209845 0.174746 0.156368 0.142055 0.125731 0.112088 0.101595 0.0444086 0.0725042
threshold=0.12381000000000002 0.10393500000000001 0.073890000000000011 0.10921500000000002 -1.0000000180025095e-35 -0.076589999999999978 0.15390500000000004 0.087515000000000023 0.078775000000000012 -1.0000000180025095e-35 0.13388500000000003 0.087055000000000007 -0.14385499999999998 -0.11327499999999999 0.13226500000000005 -0.095199999999999993 0.017095000000000003 -0.071749999999999994 -0.0068849999999999996 0.10152500000000002 0.098290000000000002 0.085155000000000022 0.084535000000000013 -0.083209999999999992 -0.10234999999999998 0.056015000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 5 -1 9 8 15 -2 -11 13 -3 -9 19 -6 21 -12 -5 24 -15 -10 -18 -17 -14 -26
right_child=6 3 -4 18 7 -7 -8 11 16 10 17 -13 14 20 -16 23 22 -19 -20 -21 -22 -23 -24 -25 25 -27
leaf_value=0.0011963302875373232 0.00020859628464113035 0.00071601965080681689 0.001543305684706932 0.00042676343766525032 0.00088451054515068319 0.00064720961980733213 -1.2894455996798162e-06 0.0013360291806848218 0.0013484576822141703 0.0007920228267102586 0.00022418777133335151 0.0008841509303410517 0.001134234159919776 0.0010960199720889668 0.0007482104793393445 0.0012300352639104388 0.0010203535890449204 0.00051813923495533821 0.00066814563619911149 0.00085766776774869177 0.00095512618116275075 0.0012174560062471857 0.001201191874214447 0.0010970584921881116 0.00096747625191903695 0.0011078245104923462
leaf_weight=52 70 66 92 53 54 78 56 54 208 55 53 99 65 627 53 84 53 54 90 56 94 144 160 332 105 75
leaf_count=52 70 66 92 53 54 78 56 54 208 55 53 99 65 627 53 84 53 54 90 56 94 144 160 332 105 75
internal_value=0 0.0010711 0.00113053 0.000846069 0.00111189 0.000867129 0.000340357 0.00112854 0.00117641 0.000422975 0.00051539 0.00107182 0.000936941 0.00109575 0.00097803 0.00109655 0.00124278 0.000372866 0.000578929 0.00101838 0.0010777 0.00129497 0.00115636 0.00112399 0.00105497 0.00102615
internal_weight=0 2694 2131 563 2039 130 288 1909 1035 232 162 874 420 775 354 470 565 107 143 301 721 352 213 416 245 180
internal_count=2982 2694 2131 563 2039 130 288 1909 1035 232 162 874 420 775 354 470 565 107 143 301 721 352 213 416 245 180
is_linear=0
shrinkage=0.0032998


Tree=8165
num_leaves=17
num_cat=0
split_feature=9 1212 1212 133 129 3 9 3 157 1373 133 13 133 402 43 3
split_gain=0.163268 0.116866 0.147057 0.124535 0.122993 0.0905908 0.163055 0.0951437 0.159321 0.0850591 0.0810056 0.0782384 0.0549593 0.0810905 0.0744662 0.0364717
threshold=-1.0000000180025095e-35 0.040035000000000008 0.086995000000000017 0.13175000000000003 0.10072500000000001 0.35004500000000011 0.089020000000000016 -0.14954999999999999 -0.0041249999999999993 0.085770000000000013 0.51243500000000008 -0.051009999999999993 -0.0081099999999999974 -0.090599999999999986 -0.0064299999999999991 -0.083154999999999993
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 8 -2 -9 11 -5 14 -14 -4 -13
right_child=1 2 12 10 -6 -7 -8 9 -10 -11 -12 15 13 -15 -16 -17
leaf_value=-0.0030819653133891357 0.0080188115573568731 0.015106219062175361 0.011945250616693132 -0.0061218311662519995 0.012089871144876852 -0.0026182422844804052 0.012941812150870886 0.0039732859722317179 -0.0027406747821853024 0.010770500284813174 0.0047094544096341834 -0.0020378507936221618 0.0080357922878146922 -0.00040594012297681648 0.0038356788432916461 0.0037978298557600643
leaf_weight=94 54 54 65 70 53 59 57 1845 140 54 81 59 54 79 65 62
leaf_count=94 54 54 65 70 53 59 57 1845 140 54 81 59 54 79 65 62
internal_value=0 0.00403582 0.00708818 0.00365327 0.00406242 0.00386901 0.00404787 0.0038048 0.000244973 0.00416752 0.000244019 -0.00164029 0.00543506 0.00300802 0.00790428 0.000937485
internal_weight=0 2851 317 2534 2262 2209 2150 2093 194 1899 272 191 263 133 130 121
internal_count=2945 2851 317 2534 2262 2209 2150 2093 194 1899 272 191 263 133 130 121
is_linear=0
shrinkage=0.16829


Tree=8166
num_leaves=13
num_cat=0
split_feature=41 12 13 1213 12 13 48 1213 403 40 12 133
split_gain=0.151011 0.165332 0.137582 0.100821 0.172971 0.0976049 0.0971683 0.0941837 0.0867978 0.0715606 0.0301242 0.0114237
threshold=0.082560000000000008 -0.19698999999999997 0.27139000000000008 -0.084749999999999978 0.085205000000000017 -0.087669999999999984 -0.086624999999999994 0.18587500000000004 -0.53101999999999994 -0.09867999999999999 0.090335000000000013 -0.07304999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -2 -5 8 -8 -10 11 -6
right_child=5 2 -4 6 10 -7 7 -9 9 -11 -12 -13
leaf_value=-0.0062857809647046325 0.014037113262064561 0.014883578988458886 0.011528647125833406 0.0086479875032134598 0.0037526358113284266 0.0040826286467773379 -0.0026420112307255213 0.0090416337828447425 0.008337336600545182 0.0023358693836232035 0.0066028247280770277 0.00020355541525144525
leaf_weight=54 58 52 54 74 52 55 97 60 58 2212 66 53
leaf_count=54 58 52 54 74 52 55 97 60 58 2212 66 53
internal_value=0 0.00292593 0.00310564 0.002938 0.00637241 0.00920791 0.00263106 0.00244686 0.00227893 0.00249 0.00377371 0.00197831
internal_weight=0 2832 2778 2724 223 113 2501 2427 2367 2270 171 105
internal_count=2945 2832 2778 2724 223 113 2501 2427 2367 2270 171 105
is_linear=0
shrinkage=0.16829


Tree=8167
num_leaves=26
num_cat=0
split_feature=1 3 2 0 1 2 3 43 43 13 0 1 2 52 2 0 1 484 3 1 49 43 1 0 0
split_gain=6.73666 1.71446 0.819164 0.573044 0.500479 0.461572 0.414427 0.366424 0.353977 0.278539 0.263185 0.232984 0.212706 0.166197 0.162664 0.155455 0.152304 0.118532 0.0998182 0.0904463 0.0714326 0.0880162 0.0640595 0.0556167 0.0377796
threshold=0.10398500000000001 -0.053364999999999996 0.16730000000000003 -0.061204999999999989 0.095920000000000019 0.11543500000000002 0.084670000000000009 -0.06372499999999999 -0.081314999999999985 -0.052719999999999996 -0.14867499999999997 0.12019000000000001 0.10457000000000001 -0.27957499999999996 0.087635000000000005 -0.195045 0.077845000000000011 -0.081694999999999976 -0.078934999999999991 0.13300500000000001 0.10470500000000001 -0.0092149999999999992 0.08759500000000002 -0.099244999999999986 -0.079249999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 7 4 6 18 10 11 -5 19 -1 -3 -10 -14 16 -11 17 -12 -2 -9 21 -16 -18 -6 -22
right_child=1 2 -4 8 23 -7 -8 9 12 15 14 -13 13 -15 20 -17 22 -19 -20 -21 24 -23 -24 -25 -26
leaf_value=0.0010795066201154389 0.00085742087389946865 0.00041974765410082883 3.9357651356686028e-06 0.00052349519287825039 0.00057527179353793494 0.00047022000924221413 0.0006538957859667712 0.00046042749539159267 0.00090483056486073807 0.00046029895028144754 0.00082298542497071642 0.00014815119797530443 0.00081246787908530107 0.00056860685877099045 0.00088195193131492737 0.00070372070612609338 0.00076658555078975557 0.0009684844581073134 0.00068287738392991588 0.00027755509595489488 0.00070290841665347585 0.00079845584083662168 0.00088059152867224044 0.00072061411051229892 0.00083264096851640851
leaf_weight=76 103 63 65 84 52 69 88 62 87 52 75 77 62 63 497 67 74 442 59 59 59 207 275 76 52
leaf_count=76 103 63 65 84 52 69 88 62 87 52 75 77 62 63 497 67 74 442 59 59 59 207 275 76 52
internal_value=0 0.000466688 0.0003468 0.00084211 0.000862502 0.000697488 0.000876404 0.000405355 0.000706063 0.000483803 0.000887529 0.000270621 0.000778236 0.000689844 0.000878828 0.000597648 0.000910843 0.000947445 0.00079407 0.000371549 0.000844767 0.000857451 0.000856519 0.000661844 0.000764001
internal_weight=0 676 445 2269 1973 231 1845 380 296 240 1757 140 212 125 1681 119 866 517 162 121 815 704 349 128 111
internal_count=2945 676 445 2269 1973 231 1845 380 296 240 1757 140 212 125 1681 119 866 517 162 121 815 704 349 128 111
is_linear=0
shrinkage=0.0032998


Tree=8168
num_leaves=29
num_cat=0
split_feature=1 1 149 1186 3 42 3 3 9 1 12 12 12 160 160 16 16 16 12 130 42 484 4 0 0 4 12 12
split_gain=0.14646 0.10094 0.121734 0.097708 0.094371 0.115018 0.0939977 0.144609 0.137988 0.0962803 0.0847663 0.118017 0.121306 0.0940762 0.105154 0.081728 0.0820092 0.060894 0.178531 0.077966 0.0779538 0.0923413 0.0708474 0.0471905 0.046372 0.0377715 0.0347356 0.0227143
threshold=0.15720500000000001 0.077375000000000013 0.075040000000000009 0.021560000000000003 -0.088314999999999991 0.080725000000000005 0.08796000000000001 0.099330000000000016 0.085785000000000014 0.10455000000000002 0.091840000000000019 0.093125000000000013 0.095175000000000023 0.090735000000000024 0.0088350000000000008 -0.014854999999999998 -0.081904999999999992 -0.088604999999999975 0.086085000000000009 0.087485000000000021 0.083725000000000008 0.087235000000000021 -0.057674999999999997 -0.095199999999999993 -0.085089999999999985 0.41377500000000006 0.087470000000000006 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 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 15 8 -8 10 -9 13 -12 -13 14 -3 16 26 18 -6 20 22 -22 -19 25 27 -11 -1 -20
right_child=-2 2 -4 -5 17 -7 7 9 -10 23 11 12 -14 -15 -16 -17 -18 19 24 -21 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0067074669813200032 -0.0056267510423079654 -0.0004215774409789694 0.0094962026807014002 0.010428864194944452 0.011696804603763463 0.012248416206129003 0.012061177851408499 -0.0034938499293871591 0.0087518844472568979 0.0051995089548983317 0.010168131464939157 -0.0056560957889961556 0.0031064691028052679 0.0062972901217800128 -0.0083159372946464086 0.00082114690563969152 0.011200401877112184 0.0017816913953866856 0.0039622288522688631 0.0070755954024143827 0.0017329125003214606 0.0075769413497914087 -0.0059916151928244565 0.0088255301990234035 0.0069538735548702419 -0.00050182732181925868 0.00091857594427325348 -0.00024539204063832938
leaf_weight=65 52 493 64 71 87 75 59 54 64 80 52 55 238 52 53 97 75 71 55 91 467 92 62 53 53 55 55 105
leaf_count=65 52 493 64 71 87 75 59 54 64 80 52 55 238 52 53 97 75 71 55 91 467 92 62 53 53 55 55 105
internal_value=0 0.00337194 0.00232245 0.00431743 0.00401695 0.00635424 0.00197007 0.00458158 0.00118768 0.00275062 0.000672404 0.00277391 0.00145549 -0.000536995 -0.00119117 0.00483417 0.00682118 0.00322324 0.0052671 0.00243786 0.00182538 0.00269793 -0.00182845 0.00455379 0.00263245 0.00286343 0.0040692 0.00118975
internal_weight=0 2893 1372 1521 1450 367 1308 301 1007 242 943 345 293 598 546 292 195 1083 300 783 692 559 133 188 213 135 120 160
internal_count=2945 2893 1372 1521 1450 367 1308 301 1007 242 943 345 293 598 546 292 195 1083 300 783 692 559 133 188 213 135 120 160
is_linear=0
shrinkage=0.16829


Tree=8169
num_leaves=20
num_cat=0
split_feature=4 133 403 1213 1443 43 50 43 150 9 123 2 43 42 52 52 1213 52 16
split_gain=0.108557 0.0741289 0.13816 0.134402 0.0996974 0.097112 0.0882956 0.0868912 0.0818161 0.166382 0.0879962 0.0852627 0.0779063 0.0547678 0.0806581 0.0780283 0.0890565 0.0518559 0.0452251
threshold=0.5567700000000001 -0.0081099999999999974 -0.091109999999999983 0.11864000000000001 0.084655000000000022 -0.074874999999999983 -0.23848499999999997 -0.0094449999999999968 0.079335000000000017 0.085785000000000014 0.084380000000000024 -1.0000000180025095e-35 -0.013164999999999998 -0.065449999999999994 0.048655000000000011 0.086935000000000012 -0.0068949999999999992 -0.060344999999999996 -0.049824999999999994
decision_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 6 -4 -3 12 9 11 17 -8 -7 14 -9 18 -17 -10 -15
right_child=-2 3 5 -5 -6 7 8 13 10 -11 -12 -13 -14 15 -16 16 -18 -19 -20
leaf_value=0.012610218715540798 -0.0035112131406947115 0.0074897325546659449 -0.0023940817371981052 0.010724434709241022 0.0087900278987998407 0.0039046329946128924 -0.0057447355795853831 0.0044347872061558128 0.0084776239894963079 0.01030620551129725 -0.0018146262638851379 0.0011182673980113132 0.012016737339530527 0.00062405005641450546 -0.0048505548755082544 0.0021578044469848811 0.011244655368885661 0.0036469406706801577 0.005663543911140931
leaf_weight=53 78 78 67 53 62 66 53 54 97 55 59 1508 70 149 52 52 76 186 77
leaf_count=53 78 78 67 53 62 66 53 54 97 55 59 1508 70 149 52 52 76 186 77
internal_value=0 0.00284192 0.00432811 0.00234639 0.00213388 0.00366333 0.00193031 0.00434729 0.00170792 0.00120589 0.00407485 0.0008841 0.00809319 0.0032359 -0.000103337 0.00424086 0.00756716 0.00530904 0.002349
internal_weight=0 2867 716 2151 2098 663 2036 596 1958 1616 342 1561 136 460 106 354 128 283 226
internal_count=2945 2867 716 2151 2098 663 2036 596 1958 1616 342 1561 136 460 106 354 128 283 226
is_linear=0
shrinkage=0.16829


Tree=8170
num_leaves=19
num_cat=0
split_feature=1452 149 1210 42 1429 1 13 13 42 1 399 1 51 124 39 132 474 52
split_gain=0.133343 0.119525 0.12804 0.14353 0.108071 0.101843 0.139847 0.314768 0.101602 0.0976277 0.0767737 0.0896084 0.0740896 0.0735442 0.0702361 0.0519611 0.0509294 0.0368163
threshold=0.08790000000000002 0.07770500000000001 -0.0061249999999999994 0.088485000000000022 0.080400000000000013 0.10331000000000003 -0.16392499999999996 -0.085349999999999995 -0.0070449999999999992 0.13752500000000004 1.0000000180025095e-35 0.09717000000000002 -0.025499999999999998 -0.082389999999999977 0.0047850000000000011 -0.089024999999999979 0.085435000000000025 -0.080789999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 10 9 -8 -1 -7 11 14 16 -9 -4 -12 -6 -13
right_child=-2 -3 4 -5 12 6 7 13 -10 -11 15 17 -14 -15 -16 -17 -18 -19
leaf_value=0.0054906198879736585 0.0082047497400493958 0.0085342075348119155 0.001222095308834521 0.010567132374983331 0.0041940753412662577 6.7648221902000915e-06 -0.013556915835668407 0.0050745220056768094 -0.0036038716821729759 0.0096298618238846029 0.0014923926106018644 0.0092303956183474728 0.00020277764640034825 -0.0014972759716993355 -0.0039950915326439828 0.0082206354759480193 0.010277302542304394 0.0028919424484401264
leaf_weight=94 97 74 1389 93 95 71 61 56 55 52 56 52 71 345 77 80 68 54
leaf_count=94 97 74 1389 93 95 71 61 56 55 52 56 52 71 345 77 80 68 54
internal_value=0 0.00185338 0.00167419 0.00537458 0.00131911 0.00096655 -0.000947919 -0.00229298 0.00212154 0.00408967 0.00162332 0.00128996 0.00476617 -0.000575038 0.000946843 0.00546339 0.00674289 0.00601832
internal_weight=0 2843 2769 242 2527 2293 585 462 149 123 1708 1572 234 401 1466 136 163 106
internal_count=2940 2843 2769 242 2527 2293 585 462 149 123 1708 1572 234 401 1466 136 163 106
is_linear=0
shrinkage=0.16829


Tree=8171
num_leaves=22
num_cat=0
split_feature=50 16 10 33 47 16 11 13 16 13 1212 133 132 1212 13 13 50 1 13 1 50
split_gain=0.139268 0.13075 0.0943933 0.123065 0.0830197 0.0809367 0.129104 0.105042 0.0798125 0.0720671 0.107416 0.103664 0.0567336 0.0874489 0.0754672 0.0447723 0.0686521 0.0636674 0.0362702 0.0333437 0.0240659
threshold=0.067370000000000013 0.0054050000000000009 -1.0000000180025095e-35 0.075230000000000019 0.11002500000000003 0.63086500000000012 0.077330000000000024 0.080625000000000016 -0.093874999999999986 -0.084509999999999988 0.041590000000000009 0.090030000000000013 0.085455000000000017 0.08815000000000002 -0.0027149999999999995 -0.052124999999999998 0.10350000000000001 0.089605000000000018 -0.069874999999999979 0.077690000000000023 0.11805000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 -1 5 6 9 -8 19 10 11 -4 13 -11 -14 16 -10 -17 -6 -2 -18
right_child=1 -3 4 -5 18 -7 7 -9 15 12 -12 -13 14 -15 -16 17 20 -19 -20 -21 -22
leaf_value=-0.0072968636145559936 0.0032384295173178367 0.0096604482600534548 -0.00020839937749080341 0.0028159610973740481 -0.0062639852288250055 -0.0043297387258423164 0.012285229128008262 0.0018642405948435391 -0.0045445268586031323 0.0029696709169246792 -0.0058745292280013217 0.0069085163908374639 0.002059182655871657 -0.0018361595823132171 -0.0059158746324079912 0.00015461531354310279 0.0047169025053023922 0.0066432371212688524 -0.00027034797061126621 0.0088680556920600478 -1.0041303235038751e-05
leaf_weight=82 52 98 390 58 52 62 59 52 66 1130 79 68 86 118 55 82 57 91 65 74 64
leaf_count=82 52 98 390 58 52 62 59 52 66 1130 79 68 86 118 55 82 57 91 65 74 64
internal_value=0 0.00404494 0.00113956 -0.00309443 0.00140787 0.00165161 0.00183454 0.00741951 0.00290889 0.00151173 -0.000140753 0.000844338 0.00215189 0.00251383 -0.00103891 0.00162638 -0.000169615 0.00357809 -0.00294954 0.00655898 0.00220185
internal_weight=0 584 2356 140 2216 2099 2037 111 486 1926 537 458 1389 1248 141 360 187 173 117 126 121
internal_count=2940 584 2356 140 2216 2099 2037 111 486 1926 537 458 1389 1248 141 360 187 173 117 126 121
is_linear=0
shrinkage=0.16829


Tree=8172
num_leaves=21
num_cat=0
split_feature=4 43 13 16 483 160 42 42 4 4 51 3 13 16 16 1 160 3 402 13
split_gain=0.110434 0.116638 0.290188 0.134464 0.101881 0.110478 0.0894093 0.0708838 0.0681483 0.136268 0.101657 0.123011 0.118936 0.0940028 0.0550006 0.0539237 0.0460533 0.0662133 0.0455334 0.0575182
threshold=-0.4950449999999999 -0.23538999999999996 0.022635000000000006 0.10134000000000001 -0.046924999999999988 0.067415000000000017 -0.013819999999999997 -0.042674999999999991 -0.079374999999999987 -0.080954999999999985 -0.090939999999999979 -0.097574999999999981 -0.071104999999999988 -0.020389999999999995 0.25137500000000007 0.076160000000000019 -1.0000000180025095e-35 -0.094004999999999991 0.026870000000000002 -0.012839999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 15 4 16 5 -3 7 18 9 13 12 -12 -10 -8 -1 -2 -4 -18 19 -6
right_child=1 2 3 -5 6 -7 8 -9 10 -11 11 -13 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=0.010160079266019662 0.002949208287824846 0.010072579966164697 -0.006025758689220507 -0.011305539312057602 0.0049662169952927456 0.0013988675096450569 0.0024228898909256823 0.009116484035881384 0.010219917762417222 -0.0081439448100805705 -0.0069989985833730523 0.0010715782235924949 0.00079933873880406504 -0.0033761342658629699 0.0032703720351510601 0.0091302877741799918 0.003741714300430468 -0.0041663652737605463 0.0061804209880738223 4.4386057382560947e-05
leaf_weight=56 98 79 61 63 99 89 200 53 73 68 56 1173 80 131 82 69 58 62 78 212
leaf_count=56 98 79 61 63 99 89 200 53 73 68 56 1173 80 131 82 69 58 62 78 212
internal_value=0 0.0011987 0.000924535 -0.0046021 0.00148928 0.00548827 0.00118625 0.00332964 0.000653304 -0.00128191 0.00121332 0.000702376 0.00530587 0.00012238 0.00607921 0.00551383 -0.00225893 -0.000329155 0.00253658 0.00161692
internal_weight=0 2802 2635 244 2391 168 2223 442 1781 399 1382 1229 153 331 138 167 181 120 389 311
internal_count=2940 2802 2635 244 2391 168 2223 442 1781 399 1382 1229 153 331 138 167 181 120 389 311
is_linear=0
shrinkage=0.16829


Tree=8173
num_leaves=25
num_cat=0
split_feature=2 49 42 0 12 0 16 49 1446 39 3 3 12 3 48 15 0 0 42 3 2 15 47 16
split_gain=0.185683 0.293737 0.13373 0.138361 0.192364 0.092871 0.221519 0.126669 0.115785 0.081554 0.200768 0.0948325 0.0700542 0.0958874 0.0846988 0.0724325 0.0628805 0.114376 0.111517 0.0592187 0.0532076 0.0382699 0.037555 0.0815766
threshold=0.10043500000000001 -0.14757499999999998 0.11769000000000002 0.12429000000000001 -0.10063999999999999 -0.10185499999999999 -0.018754999999999997 -1.0000000180025095e-35 0.094620000000000024 0.086285000000000014 -0.012504999999999997 -0.005644999999999999 0.089085000000000011 -0.08175499999999998 0.10971000000000002 -0.043134999999999993 -0.064994999999999983 -0.071749999999999994 0.084145000000000011 -0.076514999999999986 0.11543500000000002 -0.067614999999999995 0.07906500000000001 -0.18817999999999999
decision_type=2 2 2 2 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 -3 9 10 16 -11 13 -6 15 -15 17 -7 -18 21 -21 -14 23 -9
right_child=2 5 -4 -5 12 8 -8 22 -10 11 -12 -13 19 14 -16 -17 18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.014515278580491628 0.010233457346724496 -0.0049830350733717551 -0.0077401487245305029 -0.0080993965889889045 -0.0084151074303705307 0.00080900138712312658 0.014040804634453676 -0.001809084527344881 0.0090167914675188549 0.001513938979852274 0.008913781746745876 -0.0086255649990092075 0.00087445437177550533 -0.0001558861229462559 0.0046631849153495027 -0.0063249779745811092 0.0020526366271342131 0.007363202791325664 -0.0079927895508685436 -0.0046354181501711235 0.0026072035834235536 0.0062718342522068227 0.008172696785925004 0.0072966442660048177
leaf_weight=52 52 53 75 59 55 1344 56 56 53 52 93 52 69 163 64 81 65 80 60 61 54 83 53 55
leaf_count=52 52 53 75 59 55 1344 56 56 53 52 93 52 69 163 64 81 65 80 60 61 54 83 53 55
internal_value=0 0.00201808 -0.000967436 -0.000279514 0.000394352 0.00170357 0.00459833 0.00215328 0.00126329 0.00102691 0.00131716 -0.00353854 -0.000414913 -0.00193916 -0.000776912 -0.00221119 0.000859913 0.00117848 -0.0027548 0.00165065 -0.00121891 0.00383353 0.00447049 0.00268658
internal_weight=0 2124 816 741 682 2072 273 217 1799 1746 1642 104 630 363 308 244 1549 1424 125 267 115 152 164 111
internal_count=2940 2124 816 741 682 2072 273 217 1799 1746 1642 104 630 363 308 244 1549 1424 125 267 115 152 164 111
is_linear=0
shrinkage=0.16829


Tree=8174
num_leaves=22
num_cat=0
split_feature=2 151 130 2 40 1429 13 16 484 159 1210 1212 16 42 16 16 48 16 42 15 151
split_gain=0.12854 0.163486 0.103687 0.0915462 0.103647 0.0724996 0.0713879 0.0931788 0.0610127 0.0733927 0.0741786 0.0824956 0.0646907 0.0507553 0.100692 0.147558 0.114794 0.0659843 0.0372202 0.0360377 0.0152716
threshold=0.10043500000000001 0.063570000000000015 -0.011044999999999998 -0.10238999999999998 -0.081564999999999985 1.0000000180025095e-35 0.0083850000000000018 0.092980000000000021 0.088645000000000015 -0.17306999999999997 -1.0000000180025095e-35 0.089590000000000017 -0.0090799999999999995 0.11128500000000001 -0.11082499999999999 -0.072034999999999988 0.093995000000000009 -0.50472499999999987 0.089625000000000024 -0.070454999999999976 -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 -2 -1 -5 6 13 -8 9 18 11 -11 -12 14 17 -16 -17 20 -6 -10 -4
right_child=2 -3 5 4 8 -7 7 -9 19 10 12 -13 -14 -15 15 16 -18 -19 -20 -21 -22
leaf_value=-0.0041748747918041625 -0.0074212130948775514 0.009509462391690926 -0.0013620428447727382 0.008240840473979872 0.0088181163929202493 0.0049796547161757498 0.00057342213840609222 -0.0079450888407365475 0.0010301323550625902 0.0062018301172761863 0.00021653565818881824 -0.0014823979610160748 0.0026830157765439437 -0.0045899798550291951 -0.0088407954374389308 -0.0015182715084003878 0.0073791806281471211 0.0068277544562638272 0.0025873028052494302 -0.0044673214380451468 0.0027053234380698308
leaf_weight=80 62 73 52 65 58 68 66 80 60 161 1017 52 429 58 59 171 54 94 53 76 52
leaf_count=80 62 73 52 65 58 68 66 80 60 161 1017 52 429 58 59 171 54 94 53 76 52
internal_value=0 0.00167917 -0.000804626 0.00139959 0.00162676 -0.000258174 -0.000779994 -0.00408195 0.00140026 0.00166475 0.00138302 0.00431743 0.000949535 0.000109429 0.000678646 -0.00134773 0.000609132 0.00359424 0.00585923 -0.00202876 0.000654365
internal_weight=0 2124 816 2051 1971 754 686 146 1906 1770 1659 213 1446 540 482 284 225 198 111 136 104
internal_count=2940 2124 816 2051 1971 754 686 146 1906 1770 1659 213 1446 540 482 284 225 198 111 136 104
is_linear=0
shrinkage=0.16829


Tree=8175
num_leaves=10
num_cat=0
split_feature=1429 14 10 1429 3 13 15 475 42
split_gain=0.113624 0.0944175 0.0921843 0.0817029 0.10555 0.0700997 0.0670542 0.0586309 0.0392831
threshold=0.096690000000000012 0.081390000000000004 -0.23313499999999995 0.086295000000000011 0.35004500000000011 0.26379000000000002 0.093575000000000019 -0.085599999999999996 0.090645000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -8
right_child=-2 -3 3 -5 -6 -7 8 -9 -10
leaf_value=0.007497761011875193 -0.0064116287414211518 -0.0053562216586105224 -0.0035710980810803941 0.0057033943725341161 -0.0060982012389502174 0.006131780250348981 0.0046003451246154773 0.0004161620489698292 0.0011044328825836271
leaf_weight=58 65 71 110 90 66 66 165 2050 207
leaf_count=58 65 71 110 90 66 66 165 2050 207
internal_value=0 0.000701242 0.000854825 0.00071427 0.000545045 0.000714502 0.000572584 0.000212275 0.00265987
internal_weight=0 2883 2812 2754 2664 2598 2532 2160 372
internal_count=2948 2883 2812 2754 2664 2598 2532 2160 372
is_linear=0
shrinkage=0.16829


Tree=8176
num_leaves=10
num_cat=0
split_feature=9 40 15 41 15 14 14 15 2
split_gain=0.151567 0.111535 0.109314 0.116489 0.15272 0.16037 0.124939 0.0747359 0.0828053
threshold=0.092645000000000019 -0.096604999999999983 -0.52461999999999986 0.088910000000000017 -0.2987999999999999 -0.41608999999999996 1.0000000180025095e-35 -0.19631499999999999 -0.080104999999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 -6 -9
right_child=-2 2 3 -5 6 -7 -8 8 -10
leaf_value=0.0074044123195175877 -0.0084636386874885634 0.008027070674375086 -0.00010014826845261074 0.0071382323373658579 0.005550121426504036 -0.012537406534832759 -0.0053641817062482309 -0.0059819488050007813 0.00062169012648183124
leaf_weight=67 53 53 65 69 85 54 102 55 2345
leaf_count=67 53 53 65 69 85 54 102 55 2345
internal_value=0 0.000616238 0.00045478 0.000309508 0.000134719 -0.00575904 0.000406522 0.000644111 0.000469608
internal_weight=0 2895 2828 2775 2706 119 2587 2485 2400
internal_count=2948 2895 2828 2775 2706 119 2587 2485 2400
is_linear=0
shrinkage=0.16829


Tree=8177
num_leaves=22
num_cat=0
split_feature=4 123 147 51 10 0 133 4 403 10 0 0 4 4 52 4 1213 376 1212 0 1212
split_gain=4.51641 0.650509 0.507727 0.420702 0.287301 0.23264 0.189049 0.174299 0.142753 0.124402 0.110507 0.531768 0.0946438 0.0804786 0.108519 0.0780061 0.0711199 0.0666007 0.0556161 0.0548529 0.0370942
threshold=0.31392000000000003 1.0000000180025095e-35 0.090635000000000007 0.15358000000000002 -0.0062549999999999993 -0.072924999999999976 -0.0081099999999999974 -0.17568999999999999 -0.082554999999999976 0.057650000000000007 -0.15270499999999995 -0.13409999999999997 -0.07928499999999998 0.42405000000000009 -0.013914999999999999 0.0019650000000000002 -0.075639999999999985 0.076485000000000011 0.088085000000000011 0.12366000000000001 0.041590000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 8 -7 19 16 13 15 -12 -9 -6 -15 -10 18 -3 -1 -8 -18
right_child=4 17 -4 -5 9 6 7 12 10 -11 11 -13 -14 14 -16 -17 20 -19 -20 -21 -22
leaf_value=0.00088946715601610511 2.6858711920264398e-05 0.00051656410140719184 0.00033611660677131762 0.00039808317574610742 0.00022766405602983695 0.00046469713357194878 0.00077873819808370835 0.00045700777494737672 0.00069096301119510317 0.00012937669985461293 0.00041728194817585882 0.00067510352948542168 0.00061158007537961533 0.00024389814670355104 0.00043947081424378824 0.00085462095731366633 0.00073215734481263536 0.0003673211475189081 0.00073198732254152585 0.00064998657687654184 0.00063652982853693908
leaf_weight=55 64 53 56 68 83 91 87 54 87 53 95 1159 265 53 78 55 210 94 52 71 65
leaf_count=55 64 53 56 68 83 91 87 54 87 53 95 1159 265 53 78 55 210 94 52 71 65
internal_value=0 0.000635312 0.000648031 0.000655252 0.000226037 0.000662691 0.000604005 0.000630508 0.000681419 0.000273648 0.000665695 0.0006556 0.000585525 0.000309214 0.000360615 0.0007546 0.000738789 0.000421369 0.000813264 0.000721104 0.000709683
internal_weight=0 2617 2470 2414 331 2346 568 477 1778 267 1396 1254 319 214 131 142 382 147 107 158 275
internal_count=2948 2617 2470 2414 331 2346 568 477 1778 267 1396 1254 319 214 131 142 382 147 107 158 275
is_linear=0
shrinkage=0.0032998


Tree=8178
num_leaves=15
num_cat=0
split_feature=9 1375 44 403 1213 403 1447 51 49 0 130 42 42 403
split_gain=0.110644 0.100771 0.0939538 0.0727346 0.0966616 0.0878289 0.0883985 0.0790356 0.186332 0.0882573 0.045327 0.0453243 0.0800086 0.0114093
threshold=0.092645000000000019 -0.10702499999999998 0.081835000000000019 -0.083219999999999975 -0.082144999999999982 -0.077474999999999974 -0.086059999999999984 0.084200000000000011 -0.06017999999999999 -0.13619499999999998 0.086200000000000013 -0.015624999999999998 0.085790000000000019 -0.22496499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7 9 -9 -8 11 13 -13 -6
right_child=-2 2 -4 5 10 6 7 8 -10 -11 -12 12 -14 -15
leaf_value=-0.0054469389012404851 -0.0067564321300791338 0.0084435891735453791 0.0082446110472770267 -0.0055251557326625872 0.0038158201806205031 -0.0045555779263268779 -0.0023812750233610566 0.011072890930206209 0.0012084967666563761 0.0010490890219826208 -0.0017464711007695794 -0.0040337199347837624 0.0031971128479885984 0.0073346313387401439
leaf_weight=67 53 75 52 64 58 84 245 71 232 1587 79 58 170 53
leaf_count=67 53 75 52 64 58 84 245 71 232 1587 79 58 170 53
internal_value=0 0.000999045 0.0011524 0.0010189 0.00287363 0.000617592 0.00079557 0.00100695 0.00352588 0.000589353 0.00186994 0.002718 0.00134981 0.00551216
internal_weight=0 2895 2828 2776 493 2283 2219 2135 303 1832 418 339 228 111
internal_count=2948 2895 2828 2776 493 2283 2219 2135 303 1832 418 339 228 111
is_linear=0
shrinkage=0.16829


Tree=8179
num_leaves=11
num_cat=0
split_feature=1348 49 38 43 10 50 50 0 1 1
split_gain=0.100948 0.0715543 0.0642284 0.0773385 0.0912981 0.0727578 0.0956116 0.0855251 0.111674 0.0614687
threshold=0.084895000000000012 -0.23648999999999995 0.085905000000000023 -0.50775499999999985 -0.092019999999999977 -0.041284999999999995 -0.40676499999999999 -0.037444999999999992 0.10667500000000001 0.10075500000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -6 9 -9 -7
right_child=-2 2 -4 4 5 7 -8 8 -10 -11
leaf_value=0.006934098057579819 -0.0058927102586128826 -0.0057955085565577292 0.006340643371500373 -0.0051987547759455317 0.0014378778590615441 0.0011526865510647888 -0.0082102895983082961 0.0012525570007734192 0.0078544278904935545 -0.0011404998826450917
leaf_weight=54 64 52 57 71 60 1818 56 196 116 404
leaf_count=54 64 52 57 71 60 1818 56 196 116 404
internal_value=0 0.000861689 0.000745184 0.00062952 0.000752967 0.000913106 -0.00320437 0.0011023 0.00371286 0.000734935
internal_weight=0 2884 2830 2773 2721 2650 116 2534 312 2222
internal_count=2948 2884 2830 2773 2721 2650 116 2534 312 2222
is_linear=0
shrinkage=0.16829


Tree=8180
num_leaves=27
num_cat=0
split_feature=1 2 15 39 3 2 43 1 3 2 15 42 12 124 1 1 12 1213 42 15 49 1 3 403 131 3
split_gain=9.10807 2.27253 0.959341 0.941476 0.730639 0.415795 0.293869 0.270402 0.330977 0.330492 0.265157 0.237461 0.205591 0.171206 0.151585 0.138921 0.138462 0.120928 0.0889837 0.0801715 0.0719784 0.0706801 0.0630292 0.0628746 0.0523794 0.0438865
threshold=0.10749500000000002 0.17990500000000001 -0.24211499999999997 0.055555000000000007 -0.053364999999999996 0.11366500000000002 -0.06372499999999999 0.090650000000000022 -0.15870999999999996 0.086545000000000025 -0.065419999999999992 0.09087000000000002 0.085845000000000019 -0.083859999999999976 0.13074500000000003 0.077845000000000011 0.099980000000000013 -0.074014999999999984 0.092110000000000011 0.087670000000000012 -0.032374999999999994 0.13941500000000004 -0.076704999999999982 0.0032850000000000002 0.082750000000000004 -0.14719499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 5 11 7 -6 8 -1 17 -7 -4 -9 -5 -2 16 -11 23 24 -19 -8 -16 -20 -10 25 -14
right_child=1 -3 4 13 6 10 20 12 9 15 -12 -13 18 -15 21 -17 -18 19 22 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0012014127476298094 0.00043012193729130885 -0.00014771284778570818 0.00097438065100812919 0.00052057892443058086 0.00029864909685812043 0.00093050035239999592 0.00048914111651988989 0.00071902605104830382 0.00086348936315628938 0.00093033084380566514 0.00063657330201100364 0.0006857084798939857 0.00097353868729801671 0.00075330862635844564 0.00015873835021297907 0.00076612998760701434 0.0008165294874402702 0.0010437798274006104 0.00073864101112010761 0.00093465718167576827 0.00064998442194137544 0.0003302599391593711 0.00089829728181776091 0.0010082738502972513 0.0010279094014767245 0.00083538770429196539
leaf_weight=55 91 64 58 70 59 54 56 100 102 745 92 70 53 71 53 81 145 400 56 99 74 54 61 55 59 61
leaf_count=55 91 64 58 70 59 54 56 100 102 745 92 70 53 71 53 81 145 400 56 99 74 54 61 55 59 61
internal_value=0 0.000438291 0.000511184 0.000900298 0.000623866 0.000916955 0.000493024 0.000929018 0.000947353 0.000938743 0.000745527 0.000816788 0.00084985 0.000638019 0.0003306 0.000899712 0.00091183 0.000996463 0.000894841 0.0010222 0.000580969 0.00024563 0.000822182 0.000914434 0.000943776 0.000899925
internal_weight=0 579 515 2359 317 2218 189 2072 1682 1627 146 128 390 141 198 971 890 656 290 499 130 107 117 157 173 114
internal_count=2938 579 515 2359 317 2218 189 2072 1682 1627 146 128 390 141 198 971 890 656 290 499 130 107 117 157 173 114
is_linear=0
shrinkage=0.0032998


Tree=8181
num_leaves=14
num_cat=0
split_feature=12 4 41 150 40 159 4 42 0 12 12 42 12
split_gain=0.22403 0.289796 0.144853 0.123102 0.136249 0.0927671 0.0900951 0.0793377 0.071026 0.123354 0.0954876 0.0577775 0.0182421
threshold=0.10488500000000002 0.24814500000000003 0.080335000000000018 0.12364000000000001 -0.08440499999999998 -0.46140499999999995 0.036605000000000006 0.11697 0.12583000000000003 -0.14392999999999997 -0.093719999999999984 -0.065449999999999994 0.11534500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 -1 -6 -4 11 9 -7 -11 -2 -13
right_child=1 -3 6 -5 5 8 -8 -9 -10 10 -12 12 -14
leaf_value=-0.0051007648758364379 -0.0024030026110952213 -0.014061164584620785 0.012627031960683965 -0.0063121526935705783 0.0077471763522278352 0.0091359879879831345 0.003377318090410847 -0.005304748870486686 -0.0040416684310369804 -0.0048871896021573285 0.0020839832142490688 0.0017143187654219646 0.005983323977232286
leaf_weight=75 70 53 57 52 82 69 64 68 54 57 2120 63 54
leaf_count=75 70 53 57 52 82 69 64 68 54 57 2120 63 54
internal_value=0 -0.00273725 0.00205779 0.00178258 0.00195463 0.00217753 0.00774947 -0.000376608 0.00197818 0.00212371 0.00190063 0.00140584 0.00369998
internal_weight=0 308 2630 2509 2457 2382 121 255 2300 2246 2177 187 117
internal_count=2938 308 2630 2509 2457 2382 121 255 2300 2246 2177 187 117
is_linear=0
shrinkage=0.16829


Tree=8182
num_leaves=12
num_cat=0
split_feature=11 1 11 1429 474 51 50 49 51 52 11
split_gain=0.149311 0.133559 0.113768 0.100431 0.102221 0.0917574 0.133352 0.116216 0.0783381 0.06906 0.0616663
threshold=0.095210000000000017 0.14860500000000001 0.080455000000000013 -0.086994999999999989 0.10692000000000002 -0.094084999999999988 -0.088974999999999985 -0.15532499999999996 -0.041139999999999989 -0.41694999999999993 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -7 -9 -8 -4
right_child=-2 -3 10 4 -6 7 9 8 -10 -11 -12
leaf_value=0.00861139344362645 -0.0069412232730756132 -0.0057873092130272938 0.010876926059794425 0.0030683629196799119 0.0080301253315198384 -0.0061876579651472582 -0.00074809935866302876 0.0050697795853529796 0.0013476000538543568 -0.0077449306784892489 0.0031946257910670942
leaf_weight=54 61 70 55 97 62 55 70 174 2079 95 66
leaf_count=54 61 70 55 97 62 55 70 174 2079 95 66
internal_value=0 0.00146799 0.00164956 0.00142132 0.00127312 0.00110941 -0.00187215 0.00144865 0.00163586 -0.00478747 0.00670143
internal_weight=0 2877 2807 2686 2632 2570 262 2308 2253 165 121
internal_count=2938 2877 2807 2686 2632 2570 262 2308 2253 165 121
is_linear=0
shrinkage=0.16829


Tree=8183
num_leaves=19
num_cat=0
split_feature=4 2 12 2 2 43 0 12 457 11 43 4 43 2 42 42 4 15
split_gain=4.83827 1.56978 0.989957 0.468639 0.443571 0.307345 0.265305 0.255784 0.215544 0.144796 0.210801 0.12515 0.109929 0.101268 0.0675594 0.0526513 0.0479278 0.0357266
threshold=0.31392000000000003 0.11870500000000002 -0.0089849999999999982 0.15205000000000002 0.14870000000000003 -0.065749999999999989 -0.072039999999999979 0.10279500000000001 0.10184000000000001 0.080455000000000013 -0.16878999999999997 -0.50139499999999992 -0.087099999999999997 0.10233000000000002 0.10254000000000001 0.086375000000000021 -0.010909999999999998 -0.41725999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 13 12 -3 8 9 10 -4 -12 -1 -2 16 17 -9 -15
right_child=4 3 7 -5 -6 -7 -8 14 -10 -11 11 -13 -14 15 -16 -17 -18 -19
leaf_value=0.0005304746059498378 0.00024675174571859123 0.0003238529380022532 0.00054414622077606585 0.00015357662875713495 1.5728713836620771e-05 0.00067298182277385459 0.00061943485930475136 0.00071912210310136749 0.00054270288656268139 0.00088538838330110502 0.00090125656260950111 0.00075409057107166241 0.0003346574035522832 0.00048863055514514208 0.0005365763904785143 0.00029546375855275776 0.00060155568092369507 0.00036229013660751591
leaf_weight=52 102 52 52 54 61 77 94 100 52 99 68 1705 83 52 58 54 70 53
leaf_count=52 102 52 52 54 61 77 94 100 52 99 68 1705 83 52 58 54 70 53
internal_value=0 0.000698517 0.000721794 0.000417154 0.000269672 0.000505902 0.0005144 0.000742545 0.000754717 0.000760429 0.000753631 0.000759755 0.000410344 0.000328887 0.000636899 0.000381356 0.00067092 0.000425194
internal_weight=0 2616 2416 200 322 212 146 2204 1976 1924 1825 1773 135 261 228 159 170 105
internal_count=2938 2616 2416 200 322 212 146 2204 1976 1924 1825 1773 135 261 228 159 170 105
is_linear=0
shrinkage=0.0032998


Tree=8184
num_leaves=15
num_cat=0
split_feature=12 16 0 12 3 147 48 3 159 51 42 13 42 42
split_gain=0.14498 0.197425 0.1118 0.33517 0.141006 0.0950954 0.0855409 0.0995789 0.0717228 0.0817847 0.0666109 0.0419788 0.034355 0.0139936
threshold=0.10488500000000002 -0.24404999999999996 0.098975000000000021 0.023990000000000004 0.41110500000000005 0.090425000000000019 -0.082494999999999985 -0.15870999999999996 -0.26504999999999995 0.0045000000000000014 0.11573500000000002 0.055610000000000007 0.089625000000000024 -0.033649999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 -1 -8 12 -10 11 13 -9 -3
right_child=1 10 3 -5 -6 -7 7 8 9 -11 -12 -13 -14 -15
leaf_value=0.0090425715997562439 -0.010894131883033707 0.0059022769946402778 -0.011766322977642955 0.0045923580015793195 0.010944924210934731 -0.0033758716966847424 0.0092785121913125691 0.0084966187501436113 0.0021497360406371648 -0.00084540552423840684 -0.0046875476932588403 -0.0010409529007573031 0.0027876415445347922 0.0019474920059370916
leaf_weight=52 56 53 63 81 52 87 54 67 1818 300 61 86 56 52
leaf_count=52 56 53 63 81 52 87 54 67 1818 300 61 86 56 52
internal_value=0 -0.00185534 0.00200105 -0.00255209 0.00226551 0.00207934 0.00228233 0.00212837 0.00195528 0.00172465 0.000146156 0.00169931 0.00591202 0.00396083
internal_weight=0 308 2630 144 2486 2434 2347 2295 2241 2118 252 191 123 105
internal_count=2938 308 2630 144 2486 2434 2347 2295 2241 2118 252 191 123 105
is_linear=0
shrinkage=0.16829


Tree=8185
num_leaves=19
num_cat=0
split_feature=49 484 1 484 48 48 0 13 13 49 11 148 51 0 484 49 0 1
split_gain=0.105477 0.138777 0.196299 0.133745 0.107393 0.119379 0.0997758 0.0988174 0.144705 0.154436 0.101146 0.0719434 0.134977 0.0549071 0.053611 0.0542209 0.0526405 0.0428824
threshold=-0.014989999999999998 0.098800000000000013 0.14720000000000003 0.12428000000000002 0.085760000000000017 0.091125000000000025 -0.22163999999999998 0.18622000000000002 -0.059629999999999996 0.10307000000000001 0.080705000000000013 -0.071414999999999992 -0.064959999999999976 -0.080734999999999987 0.087020000000000014 0.092020000000000005 -0.084819999999999993 0.089825000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 -3 11 -6 -2 8 14 10 -10 -1 -13 -9 15 -8 -7 -14
right_child=1 3 -4 -5 5 16 7 13 9 -11 -12 12 17 -15 -16 -17 -18 -19
leaf_value=0.0020455206230169535 0.0092689248396192331 -0.009681270572815065 0.012270206747245061 0.00093833165117620902 0.0070016400374508965 0.0019644764373137526 0.0032490337704747388 0.003134593776729771 -0.00098761396258625553 0.0066115958737003643 0.005245447631889881 0.0012952434400343011 -0.0047450447768938005 0.010784542866679316 0.0080449305973854229 -0.00019588071661793719 -0.0053386035269752594 -0.011403409727601482
leaf_weight=56 55 53 56 91 83 60 937 54 817 98 81 64 52 54 58 149 52 61
leaf_count=56 55 53 56 91 83 60 937 54 817 98 81 64 52 54 58 149 52 61
internal_value=0 0.00210848 0.0024185 -0.0029578 -0.000747465 0.00216101 0.00217816 0.00200388 0.0017521 0.000267005 -0.000423388 -0.00318931 -0.00485568 0.0069762 0.0030435 0.00277473 -0.0014102 -0.00835528
internal_weight=0 2503 2359 144 428 195 2303 2248 2140 996 898 233 177 108 1144 1086 112 113
internal_count=2931 2503 2359 144 428 195 2303 2248 2140 996 898 233 177 108 1144 1086 112 113
is_linear=0
shrinkage=0.16829


Tree=8186
num_leaves=13
num_cat=0
split_feature=151 147 41 484 484 16 1210 4 43 13 0 3
split_gain=0.131367 0.0930067 0.0895779 0.0824535 0.114293 0.0786777 0.0710686 0.0687905 0.188648 0.0943249 0.0908802 0.0620658
threshold=0.099410000000000012 0.093085000000000015 0.078150000000000011 0.098800000000000013 0.12428000000000002 -0.014654999999999998 -0.09830499999999999 -0.080874999999999989 0.0044550000000000006 0.08734500000000002 -0.037444999999999992 0.11391500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -4 -1 8 9 -8 11 -9
right_child=-2 -3 5 4 -6 -7 7 10 -10 -11 -12 -13
leaf_value=-0.0042181721795443586 -0.0056872527136484106 0.0080933787613449142 0.0026061841268830237 -0.0088078691461734374 0.00085593579909810675 0.010754938503428792 0.00012799650261895406 0.0021552232852638585 -0.007521495258352418 0.0054206816467662925 0.0073330054711256828 -0.0017510313908016206
leaf_weight=61 72 61 97 54 96 52 484 1540 80 119 91 124
leaf_count=61 72 61 97 54 96 52 484 1540 80 119 91 124
internal_value=0 0.00158618 0.00144367 0.00121697 -0.00261106 0.0054621 0.00144746 0.00158995 0.000154161 0.00117547 0.0021477 0.00186305
internal_weight=0 2859 2798 2649 150 149 2499 2438 683 603 1755 1664
internal_count=2931 2859 2798 2649 150 149 2499 2438 683 603 1755 1664
is_linear=0
shrinkage=0.16829


Tree=8187
num_leaves=15
num_cat=0
split_feature=160 151 0 15 41 0 0 0 0 130 15 49 4 15
split_gain=0.0947083 0.10387 0.0808383 0.23704 0.122574 0.105297 0.108784 0.0822294 0.0873268 0.0827963 0.067754 0.0645735 0.0498234 0.0414366
threshold=-0.55171499999999984 0.099410000000000012 -0.15445999999999996 -0.0039399999999999991 0.078150000000000011 -0.12851999999999997 -0.14164999999999997 -0.11214999999999999 -0.096849999999999978 0.11902500000000002 -0.090909999999999977 0.0065400000000000015 0.032770000000000001 -0.096724999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 11 5 6 -4 -7 10 -10 -9 13 -6 -2
right_child=1 -3 4 -5 12 7 -8 8 9 -11 -12 -13 -14 -15
leaf_value=-0.005941548769619498 -0.0044384878050776266 -0.0050518963596688548 0.00060145274212740352 0.01379442062395893 0.010468557595654083 0.0075334655482135211 -0.0087967568560121095 0.00074179496300905861 0.0015049666033656506 -0.0052244992178283262 -0.0063460125663464956 0.0057493386727355388 0.0032915650167653679 0.0021129393696018147
leaf_weight=52 54 71 79 58 52 57 62 75 2066 53 77 60 60 55
leaf_count=52 54 71 79 58 52 57 62 75 2066 53 77 60 60 55
internal_value=0 0.00129941 0.00146065 0.00450822 0.00119191 0.000944057 -0.00351835 0.0012151 0.00105573 0.0013358 -0.00283692 0.00131061 0.00663978 -0.00111624
internal_weight=0 2879 2808 227 2581 2469 141 2328 2271 2119 152 169 112 109
internal_count=2931 2879 2808 227 2581 2469 141 2328 2271 2119 152 169 112 109
is_linear=0
shrinkage=0.16829


Tree=8188
num_leaves=31
num_cat=0
split_feature=12 12 13 42 12 16 16 11 39 42 401 157 16 51 16 150 43 43 52 16 16 12 43 16 16 52 52 16 50 43
split_gain=4.01348 0.91085 0.825829 0.438347 0.388513 0.335533 0.332536 0.249447 0.219485 0.304205 0.152065 0.122843 0.144775 0.115855 0.110954 0.11024 0.109798 0.119506 0.105069 0.144082 0.0941854 0.0915688 0.0799507 0.0798728 0.107696 0.072011 0.064352 0.0923175 0.0860306 0.0514171
threshold=0.023990000000000004 0.14472000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092735000000000026 -0.17773999999999998 -0.14879499999999998 1.0000000180025095e-35 0.098100000000000007 1.0000000180025095e-35 0.083100000000000021 -0.0041249999999999993 0.044620000000000007 0.013805000000000001 -0.088099999999999984 0.083810000000000009 -0.0011349999999999999 0.090280000000000013 -0.53896499999999992 0.062910000000000008 0.26711500000000005 0.087035000000000015 -0.0068849999999999996 0.0054050000000000009 0.066010000000000013 -0.0092149999999999992 0.024870000000000003 -0.03614499999999999 0.08956500000000002 -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 2 2
left_child=2 4 3 -1 7 -4 -6 10 9 15 16 -7 13 -13 -11 -5 23 21 -8 26 -21 -18 -12 25 -25 -2 28 -28 -20 -22
right_child=1 -3 5 8 6 11 18 -9 -10 14 22 12 -14 -15 -16 -17 17 -19 19 20 29 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00070627990560132015 0.0009137638359895115 0.00039822059049428061 0.00048126024147865024 0.00039457955690147729 0.00057255133094778201 0.00081036242889059081 0.00090768926290560629 0.0010198478018839756 0.00022267622865769675 0.00045988253315950092 0.00085938455494966525 0.00083631698857722023 0.00051333584562909763 0.00062751443041334767 0.0006706844808139588 0.00020545682839585259 0.00058435034421216168 0.00086015455908286487 0.00069613450831151338 0.00057326512343589355 0.00081369567804277191 0.00077864046915934639 0.0010327171172664659 0.00065705262043104203 0.00083771219996366011 0.00083993541649000816 0.00080606353062563185 0.00096123528929479836 0.00083426145353075645 0.00066691631525576782
leaf_weight=53 221 57 100 100 89 87 75 97 74 61 57 54 55 68 52 52 53 75 113 54 60 58 69 55 119 519 197 57 96 54
leaf_count=53 221 57 100 100 89 87 75 97 74 61 57 54 55 68 52 52 53 75 113 54 60 58 69 55 119 519 197 57 96 54
internal_value=0 0.000811051 0.000531781 0.000426421 0.000822144 0.000645148 0.000764081 0.000857008 0.000382564 0.000427079 0.000844096 0.000707094 0.000656136 0.000720224 0.000557201 0.000330111 0.000831408 0.000756526 0.000788176 0.000773915 0.000689655 0.000686189 0.000954584 0.000846608 0.00078081 0.000862032 0.000804412 0.000841024 0.000759749 0.000744478
internal_weight=0 2175 756 392 2118 364 795 1323 339 265 1226 264 177 122 113 152 1100 186 706 631 168 111 126 914 174 740 463 254 209 114
internal_count=2931 2175 756 392 2118 364 795 1323 339 265 1226 264 177 122 113 152 1100 186 706 631 168 111 126 914 174 740 463 254 209 114
is_linear=0
shrinkage=0.0032998


Tree=8189
num_leaves=10
num_cat=0
split_feature=1453 1371 1453 12 1 48 1 13 16
split_gain=0.0909958 0.0715401 0.069953 0.0693122 0.104571 0.118645 0.0813143 0.0647637 0.0562486
threshold=-0.077314999999999981 0.083235000000000017 -1.0000000180025095e-35 -0.10468499999999999 0.14195000000000002 0.13342000000000001 0.12000500000000001 0.17888000000000001 -0.082359999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 7 -5 -8
right_child=1 -3 3 4 -6 -7 8 -9 -10
leaf_value=-0.0035478861353049214 0.0077466922484896276 0.0078749616974029719 0.0060025715929907953 0.0013924842296346859 -0.0050194879432904549 0.0091891602748405393 -0.0058291554405759567 0.005460324912331155 0.00061798129260772232
leaf_weight=95 52 53 94 2240 71 56 72 117 81
leaf_count=95 52 53 94 2240 71 56 72 117 81
internal_value=0 0.00174126 0.0016238 0.00150656 0.00134561 0.00152243 0.00135067 0.00159517 -0.00240422
internal_weight=0 2836 2783 2731 2637 2566 2510 2357 153
internal_count=2931 2836 2783 2731 2637 2566 2510 2357 153
is_linear=0
shrinkage=0.16829


Tree=8190
num_leaves=10
num_cat=0
split_feature=2 42 38 148 151 1210 9 16 15
split_gain=0.157669 0.129694 0.120986 0.0900483 0.0950228 0.0859351 0.0671397 0.0679843 0.0400673
threshold=0.25063000000000007 0.13996000000000003 0.087760000000000019 -0.079234999999999986 0.12207000000000001 -0.081959999999999991 0.083710000000000021 -0.071129999999999985 -0.015104999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 -5 7 -7 -1
right_child=-2 -3 -4 4 -6 6 -8 -9 -10
leaf_value=-0.00011332177689608785 -0.0080945696052753657 -0.0068522842423268801 -0.0067168056023467213 0.0063355861391740827 0.0086551112820787753 0.0024264518648748818 -0.0033763877082413881 0.00065479380317923187 -0.0066630306321343201
leaf_weight=55 53 56 52 101 54 1155 83 1316 52
leaf_count=55 53 56 52 101 54 1155 83 1316 52
internal_value=0 0.00116347 0.00132061 0.00146967 0.00165924 0.00151628 0.00132499 0.00148363 -0.00331315
internal_weight=0 2924 2868 2816 2709 2655 2554 2471 107
internal_count=2977 2924 2868 2816 2709 2655 2554 2471 107
is_linear=0
shrinkage=0.16829


Tree=8191
num_leaves=30
num_cat=0
split_feature=1 3 3 1 10 4 4 124 1 4 43 16 159 43 160 3 3 475 3 16 3 1 16 394 16 1429 1 3 160
split_gain=17.2415 3.09394 1.89328 1.34959 0.992721 0.726611 0.435701 0.40652 0.248812 0.228397 0.224894 0.209055 0.179124 0.169241 0.155409 0.266328 0.173914 0.139183 0.135143 0.113095 0.1076 0.104658 0.113285 0.0967344 0.0872256 0.0785654 0.0738266 0.0679343 0.0514426
threshold=0.10729000000000001 -0.053364999999999996 -0.073444999999999983 0.093575000000000019 -0.00189 0.31392000000000003 0.27420500000000009 -1.0000000180025095e-35 0.12895500000000001 0.24099500000000004 -0.18906999999999999 -0.019749999999999993 1.0000000180025095e-35 0.0034500000000000004 -0.38564499999999996 0.088880000000000015 -0.020049999999999995 -0.085684999999999997 0.099330000000000016 -0.073309999999999986 -0.076969999999999997 0.089245000000000005 -0.071129999999999985 -0.082514999999999991 -0.051259999999999993 0.08401500000000002 0.117245 -0.087544999999999998 -0.010164999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 9 12 -3 26 11 -5 -8 10 24 -6 14 17 -4 16 19 25 -9 -16 23 22 27 -19 -1 -12 -2 -15 -14
right_child=1 4 3 7 6 -7 8 18 -10 -11 13 -13 28 21 15 -17 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00088610902878635573 0.00082576758550570212 -0.00025195131257068346 0.00094570701074392165 0.00026219522893826782 0.00041185793491373238 0.00032128054212384816 0.00019412568609793025 0.00069761725541869096 -7.244289519490877e-05 0.00072860784651798639 0.0011651299241636954 0.00015205195597983192 0.00086552790576704844 0.0010599587405257258 0.00085728610634824148 0.00056225121361163581 0.00092150134297814905 0.00086041420090095092 0.00047620561488033328 0.00066155390452592535 0.00082795209796110631 0.00076314444136154009 0.00080240940926447259 0.00097576516308788182 0.00069704104164477055 0.00098732795981065161 0.00065613119141091263 0.00091374060231164394 0.0010207706897148699
leaf_weight=60 59 83 57 60 74 73 65 66 92 58 61 63 52 56 53 63 90 92 58 91 69 67 73 1004 53 57 60 116 52
leaf_count=60 59 83 57 60 74 73 65 66 92 58 61 63 52 56 53 63 90 92 58 91 69 67 73 1004 53 57 60 116 52
internal_value=0 0.000240326 0.000879092 0.000725388 6.65735e-05 0.000581313 0.000156617 0.000486222 3.76955e-05 0.000934949 0.000941936 0.000292642 0.000821395 0.000952129 0.000785426 0.000754546 0.000806167 0.000969171 0.000594338 0.000733839 0.000957962 0.000881935 0.000914277 0.000966115 0.000797743 0.00107954 0.000740533 0.000961551 0.000943488
internal_weight=0 569 2408 642 377 192 294 184 157 1766 1708 137 458 1595 354 297 234 1283 124 144 1165 312 245 1096 113 118 119 172 104
internal_count=2977 569 2408 642 377 192 294 184 157 1766 1708 137 458 1595 354 297 234 1283 124 144 1165 312 245 1096 113 118 119 172 104
is_linear=0
shrinkage=0.0032998


Tree=8192
num_leaves=20
num_cat=0
split_feature=1 148 16 0 124 13 16 49 1 52 1452 43 1446 1 49 42 0 16 16
split_gain=0.152959 0.128215 0.097767 0.124495 0.0929282 0.116583 0.166072 0.0868288 0.0952632 0.0840414 0.0821986 0.0800499 0.0843071 0.0793268 0.143738 0.105318 0.0726851 0.064242 0.0558624
threshold=0.10749500000000002 -0.064274999999999985 -0.5103049999999999 0.0062000000000000006 -0.080429999999999988 -0.39817499999999995 -0.019749999999999993 -0.070754999999999985 0.081720000000000015 0.053330000000000009 0.093915000000000012 -0.46052499999999996 0.10324000000000001 0.08346000000000002 -0.014479999999999998 0.090385000000000007 -0.13843999999999998 0.16703000000000004 -0.071129999999999985
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 9 8 -1 -7 11 -9 13 16 -15 -16 -13 -8 -18
right_child=1 2 3 -5 5 6 17 10 -10 -11 -12 12 -14 14 15 -17 18 -19 -20
leaf_value=0.0017895370994211819 -0.0088426093158991224 0.006102641742929695 -0.0057483250414198973 -0.0071903348573385826 -0.0052040714902907327 0.011991179503918772 -0.0054926086443490623 -0.0033592032530188605 0.0092581726125063827 0.0028226640557801196 -0.0047482506708145739 0.0083672277693713857 0.0081614423375342884 -0.0070112007618712705 -0.00014306336396040611 0.0049609594233772309 0.0034646433094141435 0.0019755067262841419 0.001259150415353567
leaf_weight=100 54 61 62 78 61 61 54 79 95 54 54 60 63 67 428 156 654 82 654
leaf_count=100 54 61 62 78 61 61 54 79 95 54 54 60 63 67 428 156 654 82 654
internal_value=0 -0.00104172 -0.000217069 -0.00107393 0.000196886 0.00138406 0.00299232 0.00202854 0.00543732 0.00770159 0.00172763 0.00189029 0.00209034 0.00190001 0.000367642 0.00121726 0.00262792 -0.000976564 0.00236327
internal_weight=0 567 513 452 374 312 251 2410 195 115 2215 2161 2082 2019 651 584 1368 136 1308
internal_count=2977 567 513 452 374 312 251 2410 195 115 2215 2161 2082 2019 651 584 1368 136 1308
is_linear=0
shrinkage=0.16829


Tree=8193
num_leaves=21
num_cat=0
split_feature=12 0 1 12 50 4 40 3 157 40 51 4 3 3 1 0 12 1 42 50
split_gain=0.135226 0.14557 0.0872794 0.0870278 0.103296 0.109852 0.11006 0.163173 0.126676 0.112202 0.0566886 0.110478 0.110005 0.104569 0.0833841 0.0555668 0.0754182 0.0710119 0.0674363 0.0320851
threshold=0.056995000000000011 0.11160500000000002 0.13130500000000003 -0.10468499999999999 0.099470000000000017 -0.17568999999999999 -0.081564999999999985 0.076825000000000018 -0.017409999999999998 -0.0020749999999999996 -0.11101499999999999 -0.092854999999999979 -0.11017499999999998 -0.095009999999999983 0.081540000000000015 -0.11742499999999999 0.083610000000000004 0.11039500000000001 0.12017000000000001 -0.041284999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 -1 5 -5 -7 9 -9 -8 13 12 14 -2 -12 -13 -17 18 -18 -15
right_child=2 -3 -4 4 -6 6 7 8 -10 -11 11 15 -14 19 -16 16 17 -19 -20 -21
leaf_value=0.0047280131627341774 0.010958662258225744 -0.0090302370933298837 -0.0046629707391317079 0.0060566268706253876 -0.0077285631351729223 0.0043157337978368803 -0.0018505623239893239 -0.006259334942952559 0.0032084921092177809 -0.0098272263755618781 -0.0034819128209772491 -0.0018874434833030232 -0.0078360655435855183 -0.00038390089483721719 0.0047289007196821328 0.0084677956978859575 0.0022176637597220278 0.0078184197296584726 -0.0036706158305801085 0.0048803238562103168
leaf_weight=94 56 55 56 72 55 92 108 52 173 94 69 88 62 65 71 57 1474 62 57 65
leaf_count=94 56 55 56 72 55 92 108 52 173 94 69 88 62 65 71 57 1474 62 57 65
internal_value=0 -0.000676997 0.00188525 -5.37201e-05 -0.000752295 -0.000100026 -0.000957589 -0.00209797 0.00101239 -0.00557137 0.00205858 0.00178804 -0.00193236 0.00487071 0.00066931 0.00222147 0.00244171 0.00222496 0.00199727 0.00223439
internal_weight=0 795 2182 740 646 591 519 427 225 202 2126 1940 202 186 140 1738 1650 1593 1531 130
internal_count=2977 795 2182 740 646 591 519 427 225 202 2126 1940 202 186 140 1738 1650 1593 1531 130
is_linear=0
shrinkage=0.16829


Tree=8194
num_leaves=20
num_cat=0
split_feature=4 2 12 2 2 150 2 2 16 51 4 13 4 11 4 1210 12 14 43
split_gain=9.75014 2.67518 1.26677 0.714507 0.605394 0.484995 0.444861 0.349155 0.423902 0.282599 0.23372 0.193511 0.18325 0.182406 0.238068 0.179866 0.14067 0.137294 0.0892511
threshold=0.31392000000000003 0.13388500000000003 -1.0000000180025095e-35 0.091235000000000024 -0.007134999999999999 0.082085000000000019 0.098180000000000003 0.12681500000000004 -0.43491999999999992 0.10934000000000001 -0.15366499999999997 -0.070774999999999991 0.44128500000000004 1.0000000180025095e-35 -0.44205499999999992 -0.081369999999999984 0.089895000000000017 -0.38100999999999996 -0.11158
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 -1 13 -6 8 12 10 -4 -3 -2 14 -5 -12 -17 -9 -16
right_child=7 11 3 5 6 -7 -8 17 -10 -11 15 -13 -14 -15 18 16 -18 -19 -20
leaf_value=0.00073226007102925072 0.00069012174170259184 0.00059312967644217166 0.0015031972728632758 0.0013927092928992849 0.0012943583434162544 0.00092385312922175101 0.00094288619660693894 0.00059180945587485783 0.00045066536424472438 0.0010901053982517216 0.0014445690107983918 0.00085657330696590811 0.00094523315552741589 0.0013391239740225367 0.0012857102649107817 0.0013128304868758435 0.0012373282533005151 0.00036940588527494027 0.0011443126525404568
leaf_weight=67 80 56 66 54 75 77 85 53 58 70 90 70 52 95 59 883 420 74 493
leaf_count=67 80 56 66 54 75 77 85 53 58 70 90 70 52 95 59 883 420 74 493
internal_value=0 0.00120976 0.00123311 0.00125631 0.000997155 0.00117443 0.00110786 0.000597298 0.000687215 0.00129796 0.00130791 0.000739767 0.000790887 0.0012019 0.00118033 0.00129863 0.00128852 0.000462497 0.00115949
internal_weight=0 2660 2534 2307 227 778 160 317 190 1529 1459 126 132 701 606 1393 1303 127 552
internal_count=2977 2660 2534 2307 227 778 160 317 190 1529 1459 126 132 701 606 1393 1303 127 552
is_linear=0
shrinkage=0.0032998


Tree=8195
num_leaves=29
num_cat=0
split_feature=3 3 2 15 147 42 43 51 3 0 2 51 3 147 3 3 2 43 3 2 0 3 15 0 15 52 133 2
split_gain=4.02917 1.57968 0.556481 0.515339 0.550275 0.401791 0.582009 0.295045 0.161928 0.16107 0.148008 0.20294 0.181539 0.164107 0.157166 0.309003 0.155763 0.382956 0.133275 0.181293 0.127569 0.107547 0.104494 0.0862456 0.0839247 0.051424 0.0511242 0.0228165
threshold=-0.046079999999999989 0.30863500000000005 0.11466000000000001 -0.38214499999999996 0.088035000000000016 -0.0047199999999999994 -0.077704999999999982 -0.09193999999999998 0.11391500000000002 -0.11167499999999998 0.097005000000000022 -0.096089999999999981 -0.082784999999999984 0.08486500000000001 -0.14539499999999997 -0.087864999999999985 0.081935000000000022 -0.0032799999999999995 -0.10859999999999999 0.13154000000000002 -0.083564999999999987 -0.080734999999999987 -0.46645999999999993 -0.075804999999999997 0.092705000000000023 0.26364000000000004 0.066685000000000008 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 2 2 2
left_child=2 3 10 22 5 -5 -7 -8 -9 -3 11 -1 13 16 -12 -16 17 -13 -4 -20 25 -22 -2 -18 -23 26 -14 -17
right_child=1 9 18 4 -6 6 7 8 -10 -11 14 12 20 -15 15 27 23 -19 19 -21 21 24 -24 -25 -26 -27 -28 -29
leaf_value=0.0006035512392507373 0.00039404742797347211 0.00019957498049444448 0.00042249634962397014 0.00077722895123044297 0.00023031995396028554 0.00032196711608834254 0.00080843327210527018 0.00061216979932677369 0.0004181872840081977 -4.1673532520054236e-05 0.00078779435797236125 0.00079520705646103098 0.00080699721982709679 0.00060588561256564764 0.00039578294312899137 0.00064104843140815959 0.00076059644416404061 0.0011230877176174362 0.00070639354680882775 0.00045463131436984964 0.00054368483228954328 0.00077573313418845648 0.00019439234856098042 0.00090386949999478534 0.00064780265657161571 0.00066183487540764875 0.00070850246244507471 0.00072471107128605286
leaf_weight=103 66 71 63 94 54 103 65 162 68 52 87 153 205 52 52 76 558 53 82 52 65 96 52 53 152 55 91 96
leaf_count=103 66 71 63 94 54 103 65 162 68 52 87 153 205 52 52 76 558 53 82 52 65 96 52 53 152 55 91 96
internal_value=0 0.000441145 0.000717347 0.000504786 0.000547604 0.000582357 0.000536243 0.000610939 0.000554972 9.72973e-05 0.000734311 0.000747037 0.000756655 0.000788441 0.000667255 0.000620282 0.000800017 0.000879736 0.000549507 0.000608958 0.000715002 0.000665643 0.000306362 0.000773082 0.000697466 0.000758916 0.000776836 0.000687949
internal_weight=0 787 2144 664 546 492 398 295 230 123 1947 1636 1533 869 311 224 817 206 197 134 664 313 118 611 248 351 296 172
internal_count=2931 787 2144 664 546 492 398 295 230 123 1947 1636 1533 869 311 224 817 206 197 134 664 313 118 611 248 351 296 172
is_linear=0
shrinkage=0.0032998


Tree=8196
num_leaves=33
num_cat=0
split_feature=3 3 15 2 2 2 12 41 151 51 2 14 12 2 475 15 15 2 2 52 159 52 1213 12 133 3 43 2 15 15 15 12
split_gain=9.72814 3.78798 2.27533 1.64018 1.44632 1.30301 0.706905 0.729751 0.582614 0.537523 0.357131 0.34933 0.282324 0.228438 0.195904 0.234868 0.318106 0.182368 0.167805 0.162175 0.126907 0.110144 0.200627 0.105225 0.0971403 0.0908086 0.132161 0.0673585 0.0634262 0.0616075 0.0612284 0.0420513
threshold=-0.051469999999999995 0.30863500000000005 -0.38214499999999996 0.10859000000000001 0.072175000000000017 0.11466000000000001 0.09253500000000002 0.075585000000000013 -0.039414999999999999 -0.092879999999999976 0.10257000000000001 -1.0000000180025095e-35 0.093910000000000007 0.14253500000000002 -0.074304999999999982 -0.024929999999999997 -0.065419999999999992 0.123795 0.10100500000000003 -0.011964999999999998 0.087410000000000015 0.087005000000000013 -0.086579999999999976 0.087135000000000004 -0.13093499999999997 -0.11211999999999998 -0.10042499999999999 0.094985000000000014 -0.032144999999999993 0.096235000000000015 -0.08237499999999999 0.099370000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 4 19 6 7 18 -5 -6 27 -2 -7 -3 -8 16 30 -14 20 -4 21 24 -23 -22 -1 -17 -27 -11 -10 -28 31 -16
right_child=1 13 3 8 9 12 14 -9 28 10 -12 -13 17 -15 15 25 -18 -19 -20 -21 23 22 -24 -25 -26 26 29 -29 -30 -31 -32 -33
leaf_value=0.00110599947769183 0.00035787099165257748 7.0390217830906845e-05 0.00033417834790700699 9.3070511497171605e-05 0.0011513870073196447 0.00042609056186796091 0.0010306647219316747 0.001274866514073012 0.00058377051435015682 0.00095638536450560444 0.00058996558397770454 1.8502671855490859e-06 0.00085065897369302585 -0.00021492653449587445 0.00091326619224118384 0.00099382337658685048 0.00052346394285085452 0.00059764026173744365 0.00079834798574427226 0.00058077687244462097 0.00094605291686827495 0.00073625106644530005 0.00095661129123998689 0.00073880270787627365 0.00097980431486898866 0.00069241558205384766 0.00093729823922668689 0.00080763334052364887 0.00042599249354953206 0.0008275144202469734 0.00071204821641208949 0.00078244467950465066
leaf_weight=80 54 67 55 52 71 53 52 80 65 95 56 68 59 56 61 58 59 69 79 64 61 56 268 52 617 52 115 58 53 129 57 60
leaf_count=80 54 67 55 52 71 53 52 80 65 95 56 68 59 56 61 58 59 69 79 64 61 56 268 52 617 52 115 58 53 129 57 60
internal_value=0 0.000474056 0.000569032 0.00065673 0.00077246 0.000898627 0.000923697 0.000968332 0.000384899 0.000902113 0.000817263 0.000159722 0.000630272 -5.92237e-05 0.000833887 0.000816514 0.000735159 0.000714541 0.000948087 0.000467099 0.000958487 0.000970349 0.000918633 0.000850993 0.000994339 0.000870881 0.000846671 0.000900226 0.000513203 0.000879401 0.00080513 0.000848687
internal_weight=0 814 691 569 399 2117 1936 1293 170 280 209 122 181 123 643 591 237 128 1213 119 1134 1021 324 113 697 354 296 153 118 244 178 121
internal_count=2931 814 691 569 399 2117 1936 1293 170 280 209 122 181 123 643 591 237 128 1213 119 1134 1021 324 113 697 354 296 153 118 244 178 121
is_linear=0
shrinkage=0.0032998


Tree=8197
num_leaves=30
num_cat=0
split_feature=3 3 4 150 4 123 12 41 3 51 16 13 4 1456 16 16 475 4 133 3 51 12 12 4 47 16 133 52 133
split_gain=5.76952 1.83431 1.12872 0.962625 0.679963 0.580237 0.381654 0.36473 0.409035 0.250582 0.541292 0.17123 0.20161 0.151789 0.144949 0.14472 0.20322 0.137458 0.110852 0.0925036 0.0905526 0.0866625 0.0953589 0.0857541 0.100385 0.0586365 0.0514168 0.0436003 0.0341149
threshold=-0.046079999999999989 0.3148450000000001 0.27020000000000005 0.089155000000000012 0.40052000000000004 0.081180000000000016 0.090455000000000021 0.075585000000000013 -0.10859999999999999 -0.090939999999999979 -0.056829999999999992 -0.088294999999999985 -0.079814999999999983 -0.090374999999999997 -0.45743999999999996 -0.071129999999999985 -0.073614999999999986 -0.012569999999999998 0.085650000000000018 -0.083934999999999996 0.078960000000000016 0.095175000000000023 0.099680000000000005 -0.14595999999999995 0.11069000000000002 -0.086909999999999987 0.070495000000000016 -0.42058999999999996 -0.0017649999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 6 9 7 8 -1 -2 20 12 -10 -13 -4 21 -17 -12 -7 -15 -11 25 -23 -18 27 -8 -24 -25 -14
right_child=1 -3 14 -5 -6 18 15 -9 11 10 17 13 28 19 -16 16 23 -19 -20 -21 -22 22 26 24 -26 -27 -28 -29 -30
leaf_value=0.0005855168847919255 0.00086566336132654943 3.0075578317320098e-05 0.00038718833608817059 0.00023248564806212043 0.00049978165748454514 0.00055552528638653413 0.00081931789405616609 0.0010638497516280052 0.000582830338031636 0.00091530526135257602 0.00039778310409479243 0.00069672950789269317 0.00087579249756966572 0.00090937967668955799 0.00019759588258397125 0.00087918978631490723 0.00056921047280464017 0.00062969796073547221 0.00034971559659780762 0.00083101953467536985 0.0007245584176578787 0.00096654944295058586 0.00073261926144496811 0.00064884556308849673 0.00056948547233136022 0.00069571651093851489 0.00087819726952894478 0.00074462421136213953 0.00076502577522939718
leaf_weight=73 97 96 87 69 86 58 82 76 55 60 63 56 71 438 91 75 57 52 59 289 55 60 63 70 52 101 54 317 69
leaf_count=73 97 96 87 69 86 58 82 76 55 60 63 56 71 438 91 75 57 52 59 289 55 60 63 70 52 101 54 317 69
internal_value=0 0.000457871 0.000517253 0.000595877 0.000788344 0.00065227 0.000800385 0.000841487 0.000825374 0.000723804 0.000663823 0.000843241 0.000754329 0.000865339 0.00029046 0.000750593 0.000717344 0.000502955 0.000452042 0.000878278 0.000824385 0.000803231 0.000856729 0.0006928 0.000708767 0.000751293 0.00080011 0.000727391 0.000821452
internal_weight=0 787 691 513 2144 444 2058 1127 1051 327 230 978 195 783 178 931 571 115 117 727 115 360 177 496 439 183 117 387 140
internal_count=2931 787 691 513 2144 444 2058 1127 1051 327 230 978 195 783 178 931 571 115 117 727 115 360 177 496 439 183 117 387 140
is_linear=0
shrinkage=0.0032998


Tree=8198
num_leaves=29
num_cat=0
split_feature=3 4 13 4 1213 4 13 2 43 43 3 1 133 3 3 1 3 155 12 43 12 4 43 133 3 1 13 43
split_gain=0.366507 0.238933 0.151441 0.193564 0.0800909 0.181426 0.0725727 0.0696463 0.250965 0.17711 0.301005 0.16909 0.144768 0.10645 0.0832724 0.140155 0.215153 0.139613 0.0742588 0.115462 0.0633835 0.067516 0.0552073 0.0659548 0.0461571 0.0429622 0.0692265 0.0515883
threshold=0.092005000000000017 -0.064209999999999989 -0.11210999999999999 0.10686000000000001 -0.12077499999999998 -0.079814999999999983 -0.43902499999999994 0.086545000000000025 -0.16130499999999998 -0.0082999999999999984 -0.096949999999999995 0.091395000000000018 -0.0082649999999999998 -0.093419999999999989 -0.16100499999999998 0.077375000000000013 -0.087864999999999985 0.086425000000000016 0.084065000000000015 -0.085204999999999989 -1.0000000180025095e-35 0.41464000000000006 -0.084629999999999997 1.0000000180025095e-35 -0.083874999999999991 0.10609 -0.026489999999999996 -0.083349999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 6 -4 5 -1 -3 8 -6 13 -11 12 -12 -10 17 18 -17 -9 19 -16 21 -18 23 -20 -24 27 -27 -15
right_child=1 2 3 -5 7 -7 -8 14 9 10 11 -13 -14 25 15 16 20 -19 22 -21 -22 -23 24 -25 -26 26 -28 -29
leaf_value=-0.0075647464670499905 0.0059135238377529689 -0.0041523597548709865 -0.016271532114416211 -0.003046897003376973 0.016338301834151785 0.0049522740831334866 0.0038610385854907681 0.013225201786246853 -0.0033898101356225124 0.019131523127039578 0.0047014364699872503 9.2285020897101108e-05 0.01412724976769133 0.0078920804465025321 0.013142362310263543 -0.007892139939205416 -0.0026216170932188915 0.0014630385821211896 -0.0037566364673351591 0.002410083643641371 0.006665251642288688 0.0051197500515420616 0.0073273386033933406 0.0028692926433977594 0.0036738123095916135 0.0041828819602488044 -0.0034027020325628362 0.0036217066018999454
leaf_weight=53 87 64 52 80 56 86 64 63 64 56 113 102 79 106 61 75 80 53 54 54 72 53 124 198 494 89 55 344
leaf_count=53 87 64 52 80 56 86 64 63 64 56 113 102 79 106 61 75 80 53 54 54 72 53 124 198 494 89 55 344
internal_value=0 -0.00171193 -0.00427043 -0.00827021 0.00410962 0.000166672 -0.000131625 0.00433304 0.00535961 0.0047479 0.00780995 0.00564735 0.00858912 0.00311643 0.00354081 0.00314272 -0.000173566 0.0078666 0.00408724 0.00811848 0.00264154 0.000449781 0.00355231 0.00144232 0.00440979 0.00382046 0.00127313 0.00463161
internal_weight=0 347 260 132 2584 139 128 2445 1064 1008 350 294 192 658 1381 1265 280 116 985 115 205 133 870 252 618 594 144 450
internal_count=2931 347 260 132 2584 139 128 2445 1064 1008 350 294 192 658 1381 1265 280 116 985 115 205 133 870 252 618 594 144 450
is_linear=0
shrinkage=0.16829


Tree=8199
num_leaves=19
num_cat=0
split_feature=4 3 123 3 14 14 0 4 4 0 42 4 15 42 0 16 51 15
split_gain=3.81726 1.78041 0.834184 0.550983 0.263261 0.256092 0.247113 0.364893 0.270858 0.22975 0.226666 0.222917 0.218932 0.175553 0.104456 0.0731555 0.0501601 0.0276716
threshold=0.31392000000000003 0.11391500000000002 1.0000000180025095e-35 0.35004500000000011 -1.0000000180025095e-35 0.073890000000000011 -0.11742499999999999 0.0019650000000000002 0.053330000000000009 -0.079119999999999982 0.088025000000000006 -0.46195999999999998 -0.063834999999999989 0.079890000000000017 -0.076734999999999984 -0.28430999999999995 -0.40775499999999992 -0.18498499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 7 -1 9 13 17 -11 -3 -8 -4 -10 -17 -6
right_child=3 12 14 -5 10 -7 8 -9 15 11 -12 -13 -14 -15 -16 16 -18 -19
leaf_value=0.00039619666677591435 0.00051779974704421652 0.00044641311263914345 0.00055030463588875468 -6.1168714255391439e-06 0.00044735293289022854 0.00088552063926893726 0.00080915754002819763 0.00071916283113265757 0.00070616461739131842 0.00080449866104579531 0.00015927665478598688 0.00065270331745542981 0.00018121148988309345 0.00072361994795883014 0.00037142076481181432 0.00063730674454902131 0.00052367568654251601 0.00033488485576867969
leaf_weight=69 78 66 68 55 52 90 446 87 68 132 83 577 71 675 79 84 99 52
leaf_count=69 78 66 68 55 52 90 446 87 68 132 83 577 71 675 79 84 99 52
internal_value=0 0.000675864 0.000696152 0.000293809 0.00035619 0.000711408 0.000704387 0.000576538 0.000713955 0.000727998 0.000288592 0.000681014 0.00030923 0.000757683 0.000454409 0.000611424 0.000576027 0.000391458
internal_weight=0 2611 2474 320 265 2327 2237 156 2081 1830 187 709 137 1121 147 251 183 104
internal_count=2931 2611 2474 320 265 2327 2237 156 2081 1830 187 709 137 1121 147 251 183 104
is_linear=0
shrinkage=0.0032998


Tree=8200
num_leaves=31
num_cat=0
split_feature=1 3 4 1 49 3 4 52 2 49 158 4 4 51 0 4 14 1 1 13 4 4 2 3 4 2 0 4 4 2
split_gain=8.48873 1.62836 1.18368 0.71387 0.608637 0.494927 0.462681 0.406956 0.362471 0.301306 0.269254 0.209373 0.475831 0.19838 0.190029 0.175101 0.151518 0.149343 0.143712 0.139751 0.139625 0.220191 0.131974 0.129485 0.12212 0.118258 0.0894114 0.0816433 0.0490298 0.0350125
threshold=0.10749500000000002 0.3148450000000001 0.27420500000000009 0.089370000000000019 -0.014479999999999998 -0.049204999999999992 0.049545000000000006 -0.064364999999999992 0.084095000000000017 -0.081324999999999995 0.085110000000000005 -0.07928499999999998 -0.17006499999999999 -0.073259999999999978 -0.097224999999999992 0.066300000000000012 -0.45687499999999998 0.095920000000000019 0.085880000000000026 -0.039559999999999991 -0.47860499999999995 -0.088484999999999994 0.087750000000000009 -0.092509999999999995 0.55074000000000012 0.087605000000000002 -0.097604999999999983 -0.07879499999999999 -0.040394999999999993 0.083525000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 6 9 13 8 -7 18 -5 15 12 -6 -2 22 -8 -4 28 23 -19 -16 -22 -10 -1 -18 -23 -17 -20 -13 -25
right_child=1 -3 16 4 11 7 10 -9 14 -11 -12 17 -14 -15 20 26 24 19 27 -21 21 25 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.0012064834784647062 0.00092671947832759162 -1.3120700647970555e-05 0.00043980751041295275 0.00070425307314715148 0.00088390228603890968 0.00030572373944278515 0.00052655846866320047 0.00066420649465452532 0.00088534124699438251 0.00037571811995225243 0.00092072828586461236 0.00087171187020889166 0.0004883805167840529 0.00065455962765588514 0.0010161389068173605 0.00067079234461542823 0.0001600958726621194 0.00088335991277776831 0.00081260495571217149 0.00065873487712224562 0.00070186263681256875 0.00091932124850731766 0.0011147901317361776 0.00095318194179650417 0.00035518202005360098 0.00084268837265227858 0.00085526566782186152 0.00099811838308175131 0.0009965554471564836 0.0010687129535565214
leaf_weight=52 54 89 52 61 70 69 57 70 54 62 72 92 64 67 65 70 96 61 53 64 95 358 61 72 56 641 53 58 66 64
leaf_count=52 54 89 52 61 70 69 57 70 54 62 72 92 64 67 65 70 96 61 53 64 95 358 61 72 56 641 53 58 66 64
internal_value=0 0.000395345 0.000473768 0.0008496 0.000743786 0.000621513 0.00088089 0.000486508 0.000902029 0.000538937 0.000748796 0.000804124 0.000695259 0.000776311 0.000877546 0.000679827 0.000285293 0.000855547 0.00100623 0.000768634 0.000864635 0.000855601 0.00100736 0.00106295 0.000232201 0.000870186 0.000750567 0.000909857 0.000924085 0.00100781
internal_weight=0 553 464 2365 540 260 1825 139 1573 123 252 417 134 121 1274 180 204 283 299 125 1159 1094 115 188 152 999 123 111 158 136
internal_count=2918 553 464 2365 540 260 1825 139 1573 123 252 417 134 121 1274 180 204 283 299 125 1159 1094 115 188 152 999 123 111 158 136
is_linear=0
shrinkage=0.0032998


Tree=8201
num_leaves=17
num_cat=0
split_feature=4 15 457 3 3 474 0 11 0 2 0 0 2 0 4 0
split_gain=0.299904 0.195327 0.0909668 0.0766466 0.0895217 0.101466 0.0858809 0.119028 0.0733607 0.0702157 0.084967 0.0642914 0.0631719 0.0501825 0.0335096 0.0267517
threshold=0.40052000000000004 -0.43091499999999999 0.11662500000000002 0.28833000000000003 -0.0031199999999999995 0.10961000000000001 -0.11991499999999998 1.0000000180025095e-35 -0.10726999999999999 0.11125500000000001 -0.079119999999999982 -0.060454999999999995 0.13388500000000003 -0.14104999999999998 -0.15615999999999999 -0.096109999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 4 5 6 7 -1 -3 10 -8 15 -11 -6 -15 -2
right_child=1 8 -4 -5 13 -7 9 -9 -10 12 -12 -13 -14 14 -16 -17
leaf_value=-0.003440126435683334 0.0029860202020256248 -0.0025539150625691486 -0.0025398153690127869 -0.0015427553846528884 0.01073240382296871 -0.0028369885299085141 0.0052039844547650607 0.00634926894384308 -0.010458972143765887 0.0095100426922247409 0.0027617442827121566 0.0074923270409852361 0.0028779735759106116 0.0081306246719669416 0.0032172906812770953 -0.0024085616362348123
leaf_weight=87 52 78 53 58 94 55 1248 59 59 150 602 53 57 84 77 52
leaf_count=87 52 78 53 58 94 55 1248 59 59 150 602 53 57 84 77 52
internal_value=0 -0.00132369 0.00433987 0.00448239 0.00462217 0.0042828 0.00446137 0.000503557 -0.0059714 0.00474141 0.00441024 0.00272052 0.0076925 0.00762017 0.00579193 0.000271454
internal_weight=0 294 2624 2571 2513 2258 2203 146 137 2057 1850 157 207 255 161 104
internal_count=2918 294 2624 2571 2513 2258 2203 146 137 2057 1850 157 207 255 161 104
is_linear=0
shrinkage=0.16829


Tree=8202
num_leaves=28
num_cat=0
split_feature=2 2 2 16 2 12 52 160 12 2 13 13 16 12 2 160 52 16 158 12 129 42 12 12 42 16 131
split_gain=8.96838 4.05406 1.43521 1.28957 1.27884 0.713912 0.650857 0.526789 0.622292 0.968628 0.370204 0.365166 0.277868 0.161727 0.15169 0.148972 0.127895 0.125855 0.123543 0.0873086 0.0845969 0.105811 0.0764775 0.0601781 0.0707735 0.0504906 0.0301179
threshold=0.12026500000000001 -1.0000000180025095e-35 0.16730000000000003 -0.059289999999999995 0.089795000000000014 0.093910000000000007 -0.015539999999999998 -0.44452499999999995 0.083785000000000012 0.10859000000000001 -0.0073899999999999999 0.041960000000000004 0.0071000000000000013 0.091105000000000005 0.096780000000000019 0.0065900000000000012 0.0035300000000000006 0.0044600000000000013 0.10725000000000003 0.088930000000000023 0.085885000000000017 -0.013819999999999997 0.11160500000000002 0.093185000000000004 0.09747500000000002 -0.082974999999999979 0.096160000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 11 10 -5 -6 9 12 -2 13 14 18 -9 19 -13 -17 20 -10 21 -3 -21 -15 26 -11 -25
right_child=2 4 -4 6 7 -7 -8 8 15 25 -12 16 -14 23 -16 17 -18 -19 -20 22 -22 -23 -24 24 -26 -27 -28
leaf_value=0.00043167666952866513 0.00043733124245065976 0.0013914494462702012 0.0001700469464124637 0.00071692691223372411 0.0013906296983037551 0.0009267867873650541 0.0012231372042034122 0.00087683381898489773 0.0010091372669680054 0.0007823958219338687 0.00075441627977433114 0.0012076268612967594 0.0012827163773048648 0.0011390151577013485 0.0011098332711683644 0.0011420269942928295 0.0010101951767560546 0.0013385465784053511 0.0014529282897046071 0.0011595107167188289 0.0011799846100222734 0.0012876352504682634 0.0010327339452394755 0.0012412741136605143 0.0011647869946353521 0.00063054007754005735 0.0013666206079292545
leaf_weight=94 98 139 71 59 69 96 53 54 72 52 69 77 64 92 77 75 74 76 62 345 70 681 68 52 72 52 55
leaf_count=94 98 139 71 59 69 96 53 54 72 52 69 77 64 92 77 75 74 76 62 345 70 681 68 52 72 52 55
internal_value=0 0.00116185 0.000587017 0.000717345 0.00120034 0.000699449 0.000956787 0.00111053 0.00108982 0.000964929 0.000568553 0.00126594 0.00110241 0.00128502 0.00101406 0.00114849 0.00111111 0.00124117 0.00130575 0.00111956 0.00129546 0.00130528 0.00113872 0.00121207 0.00124942 0.000706807 0.00130603
internal_weight=0 2584 334 206 2378 263 112 1004 935 299 167 1374 195 1223 131 636 151 151 952 485 890 820 413 271 179 104 107
internal_count=2918 2584 334 206 2378 263 112 1004 935 299 167 1374 195 1223 131 636 151 151 952 485 890 820 413 271 179 104 107
is_linear=0
shrinkage=0.0032998


Tree=8203
num_leaves=22
num_cat=0
split_feature=4 160 150 150 42 12 402 42 15 403 43 12 15 2 0 0 12 133 4 0 15
split_gain=0.260225 0.119404 0.107751 0.100642 0.165088 0.0978184 0.143988 0.0985384 0.0849482 0.0836176 0.0914259 0.0930259 0.17173 0.0751879 0.102606 0.128369 0.149619 0.0703875 0.0697111 0.0521038 0.0466166
threshold=0.31392000000000003 -0.076219999999999996 0.085595000000000018 0.08486500000000001 0.083725000000000008 0.087915000000000007 0.089310000000000014 0.11807500000000001 -0.40166999999999992 -0.52445499999999989 -0.27619499999999997 0.089035000000000017 0.08517000000000001 0.11621000000000002 0.048595000000000006 -0.077294999999999989 0.082425000000000012 0.08517000000000001 1.0000000180025095e-35 -0.10185499999999999 0.096415000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 8 5 18 6 13 9 -3 -7 -11 12 -12 14 15 16 -1 -6 -5 -13 -9
right_child=1 2 -4 4 17 7 -8 20 -10 10 11 19 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0096233797550530527 0.004845188760431717 -0.0020590055258937348 0.0031074414511081858 0.00037659883502902516 0.0015355731042825393 -0.0028252303806056089 0.012074824417939322 0.012146799950060754 -0.010155482302112514 -0.0025381989022381065 -0.0046655393368795267 0.0094527163451020926 0.0069525671986271353 0.00015499630576160158 0.012190566956900033 -0.00019846598661165912 0.0044965641943916839 0.0091187164230350486 -0.0077159433811521501 0.0043978551887270834 0.0051989053381079646
leaf_weight=235 82 102 65 69 70 58 102 55 58 62 86 63 62 72 67 104 522 70 53 804 57
leaf_count=235 82 102 65 69 70 58 102 55 58 62 86 63 62 72 67 104 522 70 53 804 57
internal_value=0 -0.000644791 -0.00265357 0.00452985 0.00139174 0.0048791 0.00603721 0.00385421 -0.00500521 0.00338167 0.0037176 0.00410149 0.000189366 0.00541958 0.0058261 0.00532876 0.00609049 0.00533998 -0.00312429 0.00476724 0.00862686
internal_weight=0 307 225 2611 262 2349 1102 1247 160 1135 1077 1015 148 1000 928 861 757 140 122 867 112
internal_count=2918 307 225 2611 262 2349 1102 1247 160 1135 1077 1015 148 1000 928 861 757 140 122 867 112
is_linear=0
shrinkage=0.16829


Tree=8204
num_leaves=26
num_cat=0
split_feature=15 39 0 150 0 158 10 0 401 0 51 0 15 39 16 16 16 15 39 43 16 402 16 15 0
split_gain=5.82572 2.23309 1.66229 0.863226 0.528378 0.504501 0.405787 0.401037 0.344925 0.375334 0.327899 0.302231 0.30185 0.239748 0.223415 0.196902 0.235331 0.164741 0.178091 0.144939 0.12892 0.103565 0.0407737 0.0388048 0.03163
threshold=-0.24211499999999997 0.055555000000000007 -0.11991499999999998 0.082085000000000019 -0.076734999999999984 1.0000000180025095e-35 -1.0000000180025095e-35 -0.11167499999999998 0.080710000000000018 0.027395000000000006 0.097700000000000023 0.11160500000000002 0.079600000000000018 0.10096000000000001 -0.00040499999999999992 -0.11807499999999999 0.022165000000000004 -0.43587999999999999 0.087880000000000014 -0.081454999999999986 -0.0021749999999999994 0.089785000000000018 0.0015850000000000003 -0.092489999999999989 0.12503500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 15 12 -3 -1 9 10 14 -11 -2 -8 -6 23 20 18 -9 -18 21 -17 -22 -4 -13
right_child=1 6 4 -5 8 -7 13 17 -10 11 -12 24 -14 -15 -16 16 19 -19 -20 -21 22 -23 -24 -25 -26
leaf_value=0.00054363199156997808 0.00056892669884693755 0.00030264799600806098 0.00092928374632203373 0.00041295885829729364 0.00095275415520132238 0.0010595125567400109 0.00073627739287853442 0.00044623094686716707 0.00060119906035229777 0.0011793496823588872 0.00059210464189092451 0.00083812336737396564 0.00087944104058723215 0.00047337132747460878 0.0007969230498999667 0.00097712755855010672 0.00096845111055605016 9.7853810054769505e-05 0.00017874596031112276 0.00077204109279881443 0.0011760467117648402 0.0010715969744517551 0.0010391099198926242 0.00081929445419127837 0.00096219090823502248
leaf_weight=71 88 53 67 95 183 57 101 58 52 72 55 54 57 62 234 860 85 55 52 85 60 159 52 99 52
leaf_count=71 88 53 67 95 183 57 101 58 52 72 55 54 57 62 234 860 85 55 52 85 60 159 52 99 52
internal_value=0 0.000876884 0.000905086 0.00067314 0.00093683 0.000795329 0.00055474 0.000335855 0.000861936 0.000882741 0.000833623 0.00101279 0.000691234 0.000636492 0.000865394 0.000972645 0.000986494 0.000246234 0.000320104 0.000870453 0.0010039 0.000991903 0.00111278 0.0008639 0.000899319
internal_weight=0 2682 2466 297 2169 202 216 236 702 650 472 178 145 163 417 1467 1301 165 110 170 1131 1019 112 166 106
internal_count=2918 2682 2466 297 2169 202 216 236 702 650 472 178 145 163 417 1467 1301 165 110 170 1131 1019 112 166 106
is_linear=0
shrinkage=0.0032998


Tree=8205
num_leaves=19
num_cat=0
split_feature=4 1427 150 1 2 131 0 448 16 133 2 1 2 1 2 0 3 4
split_gain=0.209846 0.119523 0.103755 0.164238 0.153352 0.102888 0.114851 0.0957032 0.091307 0.0889675 0.0739281 0.0729208 0.0426213 0.0366624 0.0490207 0.0385357 0.0323431 0.021099
threshold=0.51395000000000002 0.088585000000000011 1.0000000180025095e-35 0.085880000000000026 -0.069044999999999981 0.021890000000000003 0.027395000000000006 -0.069474999999999995 -0.0060749999999999997 0.085835000000000009 0.114 0.10661000000000002 0.10859000000000001 0.097495000000000012 0.088105000000000003 -0.080064999999999983 -0.069724999999999995 0.024470000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 -1 6 7 -6 11 -4 -9 -5 16 14 15 -7 -8 -15
right_child=-2 -3 3 8 5 13 12 10 -10 -11 -12 -13 -14 17 -16 -17 -18 -19
leaf_value=0.011634442669933966 -0.0037368201789721167 0.011751910183981275 0.010825354364275296 -0.0024281073667830159 0.010128637679266037 0.0077728366214212963 0.012318236418818804 0.0025856366064833203 -0.0070158035491520842 0.0016831938251875172 0.0057360722635830842 0.0040150740542088583 0.0038616931835860706 0.0015663969915813622 0.0044628926858137795 0.013270199903735585 0.0066342843354072045 0.0063729588264360461
leaf_weight=81 98 58 64 103 56 131 62 1463 56 58 248 96 54 52 88 52 56 54
leaf_count=81 98 58 64 103 56 131 62 1463 56 58 248 96 54 52 88 52 56 54
internal_value=0 0.00417486 0.00401579 0.00141357 0.00442432 0.00417137 0.00367473 0.00326889 -0.00100993 0.00649381 0.00304332 0.000671133 0.00783358 0.00672097 0.00776612 0.00934475 0.00963599 0.00403197
internal_weight=0 2832 2774 377 2397 2316 1939 1767 255 122 1711 199 172 377 271 183 118 106
internal_count=2930 2832 2774 377 2397 2316 1939 1767 255 122 1711 199 172 377 271 183 118 106
is_linear=0
shrinkage=0.16829


Tree=8206
num_leaves=27
num_cat=0
split_feature=12 0 43 3 13 12 13 0 15 133 13 0 159 457 3 12 133 48 150 160 43 12 43 43 15 16
split_gain=0.148277 0.132671 0.112718 0.122166 0.0999547 0.0958678 0.11472 0.124481 0.0970612 0.0854298 0.0836132 0.0806977 0.0804489 0.0841052 0.073595 0.0855737 0.0683019 0.0564914 0.0544932 0.0626427 0.100261 0.0581505 0.0658859 0.0611824 0.0538658 0.0128881
threshold=0.083785000000000012 0.098975000000000021 -0.081189999999999984 -0.23394499999999999 0.057990000000000007 -0.091944999999999985 -0.092584999999999987 -0.11471499999999998 0.087885000000000019 -0.14820499999999998 -0.088294999999999985 -0.10339499999999999 -0.025904999999999994 0.059100000000000007 -0.066229999999999997 0.085075000000000026 0.088480000000000017 0.088825000000000015 0.083205000000000015 -0.082214999999999983 -0.089559999999999987 0.08598500000000002 -0.35045999999999994 -0.14839499999999997 0.087670000000000012 -0.063769999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 10 -4 9 11 7 -7 12 24 -2 -1 -8 16 15 -11 -14 -17 19 20 -12 -21 -23 -24 -5 -16
right_child=2 -3 3 4 -6 6 8 -9 -10 14 18 -13 13 -15 25 17 -18 -19 -20 21 -22 22 23 -25 -26 -27
leaf_value=0.002144643747945328 -0.00019694456968000218 -0.0055398899831638673 0.010391689562630637 0.0093600502681418386 -0.0036241468057685391 0.0014074496535569471 -0.0040487525262532919 -0.0097367851649720078 0.0091174427823954036 -0.0017574063865498561 -0.0030052739083100987 0.0097213149518714913 0.0043870567024253153 -0.0019820697801586013 0.00021649844573376321 0.0031882936086890606 -0.0021203778243385507 0.0081324887772132332 0.010925017530101238 0.011480877344846705 0.0065945172133917516 0.001428294895807975 0.011962284253255602 0.0057615253306088614 0.0033454792611243948 -0.0035001002303816334
leaf_weight=84 57 70 64 95 64 62 65 52 52 93 52 77 316 103 52 789 53 72 71 68 75 70 61 183 78 52
leaf_count=84 57 70 64 95 64 62 65 52 52 93 52 77 316 103 52 789 53 72 71 68 75 70 61 183 78 52
internal_value=0 0.00149975 0.00407238 0.00320367 0.00284704 0.00207217 0.00122058 -0.00366013 0.00216829 0.00318494 0.00592291 0.00577943 0.00149203 0.00225886 0.00261523 0.00307931 0.00344752 0.00360383 0.00652744 0.0059105 0.00264975 0.00698987 0.00601157 0.00731908 0.00665866 -0.00162453
internal_weight=0 934 1996 1359 1295 864 703 114 589 1231 637 161 537 472 1058 954 369 861 580 509 127 382 314 244 173 104
internal_count=2930 934 1996 1359 1295 864 703 114 589 1231 637 161 537 472 1058 954 369 861 580 509 127 382 314 244 173 104
is_linear=0
shrinkage=0.16829


Tree=8207
num_leaves=21
num_cat=0
split_feature=4 49 1213 2 15 4 0 15 15 49 4 0 2 1427 1447 402 2 2 51 2
split_gain=0.130177 0.0912503 0.0910512 0.0895214 0.0956492 0.0854228 0.0813944 0.164993 0.161068 0.375348 0.1855 0.113754 0.0964248 0.0823145 0.0651774 0.0664538 0.0586059 0.0484899 0.0581535 0.0321252
threshold=0.51395000000000002 -0.23648999999999995 0.0041950000000000008 0.093765000000000015 0.084685000000000024 -0.081049999999999983 -0.086554999999999979 -0.043134999999999993 0.079600000000000018 -1.0000000180025095e-35 -0.0053799999999999985 -0.085349999999999995 0.084305000000000005 0.082260000000000014 -0.08292999999999999 0.081585000000000019 1.0000000180025095e-35 0.086985000000000021 -0.0032349999999999996 0.084815000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 7 16 9 10 -9 19 -10 14 -13 -16 -3 -18 -19 -8
right_child=-2 2 3 -5 5 -7 11 8 12 -11 -12 13 -14 -15 15 -17 17 18 -20 -21
leaf_value=0.0097161034039147318 -0.0033154406060837004 0.0073831585549129063 0.0061197372346667575 -0.0063600027971037806 -0.0049662908636528896 0.0034327285010864236 0.012214941352148057 0.0072100570718936774 0.0064995291575545245 -0.016370362996054676 -0.0064371731422236894 0.0089385135853369529 -0.0013467683231614281 0.0095234408308033144 0.0025634392713253283 0.0065797982570236346 -0.00051486820837259753 0.0081284900125930502 0.0027265168802895951 0.0062213910887290395
leaf_weight=55 98 95 77 53 78 61 52 59 86 54 54 54 91 61 1204 130 99 68 348 53
leaf_count=55 98 95 77 53 78 61 52 59 86 54 54 54 91 61 1204 130 99 68 348 53
internal_value=0 0.00291511 0.00277976 -0.000156275 0.00135762 -0.00126747 0.00309539 0.00186812 -0.00107503 -0.00482763 0.000672473 0.00384766 0.00245541 0.00345808 0.00319022 0.00295619 0.0035308 0.00281669 0.00361385 0.00920674
internal_weight=0 2832 2777 269 216 139 2508 954 344 167 113 1554 177 1449 1388 1334 610 515 416 105
internal_count=2930 2832 2777 269 216 139 2508 954 344 167 113 1554 177 1449 1388 1334 610 515 416 105
is_linear=0
shrinkage=0.16829


Tree=8208
num_leaves=26
num_cat=0
split_feature=4 12 150 4 11 2 151 51 4 11 14 2 0 0 43 12 0 16 12 51 0 52 151 2 4
split_gain=7.65996 2.71423 1.04892 0.581937 0.553702 0.564111 0.513476 0.560763 0.502394 0.337012 0.265024 0.600889 0.21438 0.321105 0.190197 0.176718 0.175383 0.142118 0.13858 0.124152 0.09619 0.0858011 0.0818255 0.0559048 0.0328704
threshold=0.27998000000000006 0.056995000000000011 0.089155000000000012 0.5567700000000001 0.07585500000000002 0.098655000000000007 -0.086879999999999985 0.08482000000000002 0.022635000000000006 0.084110000000000004 -0.41608999999999996 0.12860500000000002 -0.045139999999999993 -0.095199999999999993 -0.073404999999999984 0.095775000000000013 -0.064734999999999987 -0.26194999999999996 -1.0000000180025095e-35 0.089215000000000017 -0.14043999999999998 -0.082384999999999986 1.0000000180025095e-35 0.11657500000000001 -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 2 2 2
left_child=1 2 6 10 5 8 -1 14 16 -6 -2 20 13 -7 -8 -15 19 -10 -16 22 -12 -20 -3 -17 -21
right_child=3 4 -4 -5 9 12 7 -9 17 -11 11 -13 -14 15 18 23 -18 -19 21 24 -22 -23 -24 -25 -26
leaf_value=0.00036391382243233149 0.00049005969387815138 0.00090671522136004758 0.00026426486341995901 -1.1811419179088292e-05 0.0012238165048341751 0.00051343771995096738 0.00063936714159702995 0.00045553445698247894 0.0008246308672421478 0.00091618765066505921 0.00048708421084178006 -2.2880613142966044e-05 0.00051286267082749327 0.00096230155427434359 0.00071222301041030521 0.0006931144468693127 0.00071476708691082234 0.00061109319248789146 0.00096942673686853463 0.00084068380093843336 0.0002945186239774015 0.00079630961044679309 0.00076952436919212354 0.00082962143370613254 0.00072502509574030643
leaf_weight=58 78 1174 89 69 65 52 102 84 53 101 59 56 52 58 91 94 67 103 66 69 57 67 53 57 56
leaf_count=58 78 1174 89 69 65 52 102 84 53 101 59 56 52 58 91 94 67 103 66 69 57 67 53 57 56
internal_value=0 0.000797809 0.000593295 0.000255968 0.000853251 0.000837089 0.000655792 0.000696996 0.00086262 0.00103686 0.000330016 0.000257234 0.000708509 0.000747353 0.000759105 0.000805383 0.000882246 0.000683867 0.000813472 0.00089052 0.000392765 0.000882482 0.000900818 0.000744877 0.000789151
internal_weight=0 2611 557 319 2054 1888 468 410 1575 166 250 172 313 261 326 209 1419 156 224 1352 116 133 1227 151 125
internal_count=2930 2611 557 319 2054 1888 468 410 1575 166 250 172 313 261 326 209 1419 156 224 1352 116 133 1227 151 125
is_linear=0
shrinkage=0.0032998


Tree=8209
num_leaves=20
num_cat=0
split_feature=4 13 39 4 52 14 4 15 15 52 51 4 156 13 158 15 49 4 4
split_gain=3.92963 1.06645 0.972867 0.320687 0.348152 0.286783 0.274337 0.248788 0.236244 0.225334 0.197341 0.183107 0.140377 0.113586 0.0978985 0.0801354 0.116388 0.0589563 0.0493396
threshold=0.27998000000000006 -0.27740999999999993 0.0047850000000000011 0.028075000000000006 -0.034409999999999989 0.073890000000000011 0.51395000000000002 -0.091934999999999989 -0.43091499999999999 -0.55901999999999985 0.116525 -0.016339999999999997 0.092415000000000011 -0.012224999999999998 0.019155000000000002 -0.26361999999999991 -0.044559999999999995 0.066300000000000012 0.18572000000000002
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 9 8 -4 -2 -3 12 -12 -11 -9 17 -10 -17 -6 -19
right_child=6 2 7 4 14 -7 -8 13 15 10 11 -13 -14 -15 -16 16 -18 18 -20
leaf_value=0.00029925593935795558 0.00050301993473739117 0.00088605635019958458 0.00062331403215431602 0.00042988504849659083 0.00052004110378497601 0.00090481548525587607 0.0001230100947960043 0.00050606898917485762 0.00015679150777122891 0.00070820646309578759 0.00041241375110835014 0.00068334586157124352 0.00059316968071187342 0.00031251503041037905 0.00075775532697104121 0.00020676014702685058 0.00042841969593890262 0.00072394214533391373 0.00058102626292420715
leaf_weight=88 64 68 68 99 52 77 98 52 52 1574 53 58 129 96 82 53 52 62 53
leaf_count=88 64 68 68 99 52 77 98 52 52 1574 53 58 129 96 82 53 52 62 53
internal_value=0 0.000657065 0.000669531 0.000689388 0.000596427 0.000705884 0.000268898 0.000457282 0.000333431 0.000697726 0.000690647 0.000554299 0.000699513 0.000380759 0.0006625 0.000264075 0.00031687 0.000615517 0.000658383
internal_weight=0 2611 2523 2307 348 1959 319 216 221 1882 1814 111 1703 148 249 157 105 167 115
internal_count=2930 2611 2523 2307 348 1959 319 216 221 1882 1814 111 1703 148 249 157 105 167 115
is_linear=0
shrinkage=0.0032998


Tree=8210
num_leaves=14
num_cat=0
split_feature=48 3 14 43 16 15 475 474 475 16 1 3 16
split_gain=0.175628 0.127354 0.135362 0.111278 0.0812072 0.146493 0.0810927 0.111598 0.0961829 0.0808699 0.0299566 0.0500352 0.0318184
threshold=0.13661500000000001 0.3148450000000001 -0.07279999999999999 -0.50775499999999985 -0.44388499999999992 -0.23079499999999997 -0.085684999999999997 0.079590000000000008 -0.08323499999999999 -0.0038249999999999998 0.10482000000000001 -0.021559999999999996 -0.52334499999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -4 10 -6 7 -7 -8 -1 12 -12 -5
right_child=-2 -3 3 4 5 6 8 -9 -10 -11 11 -13 -14
leaf_value=0.014204326548584634 -0.0055151220080018005 -0.0027623318489519762 -0.0039881834834264813 0.0014207426414241263 -0.0054606259060499054 0.0026142006794050592 -0.002550058151229211 0.011484524898587983 0.0034202380198650136 0.0050047816735721258 0.01197350945677381 0.0052196335960568154 0.0070073099130803325
leaf_weight=53 63 90 56 53 53 80 79 82 2073 57 58 70 66
leaf_count=53 63 90 56 53 53 80 79 82 2073 57 58 70 66
internal_value=0 0.00345683 0.00365882 0.00341941 0.00357879 0.00327425 0.00347509 0.00711521 0.00320023 0.00945362 0.00648992 0.00829402 0.00453427
internal_weight=0 2870 2780 2670 2614 2367 2314 162 2152 110 247 128 119
internal_count=2933 2870 2780 2670 2614 2367 2314 162 2152 110 247 128 119
is_linear=0
shrinkage=0.16829


Tree=8211
num_leaves=19
num_cat=0
split_feature=45 1 41 1213 403 157 3 3 456 1429 403 1452 12 12 403 42 42 3
split_gain=0.151867 0.111814 0.13707 0.117029 0.140833 0.110722 0.0891093 0.16537 0.113374 0.0808216 0.0868777 0.0712569 0.0649042 0.0604314 0.0568873 0.0508027 0.0381041 0.0354986
threshold=0.08179500000000002 0.092755000000000018 0.076195000000000013 -0.086579999999999976 -0.013269999999999999 -0.079594999999999985 -0.14954999999999999 -0.088484999999999994 0.060100000000000008 0.087480000000000016 0.083770000000000011 0.089165000000000008 0.093740000000000004 -0.16423499999999996 -0.53379499999999991 -0.016999999999999998 0.084835000000000008 -0.085374999999999993
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 -3 12 -8 13 10 11 14 -7 -9 -5 -15 -6 -12
right_child=-2 5 -4 9 16 6 7 8 -10 -11 17 -13 -14 15 -16 -17 -18 -19
leaf_value=-0.0077877461004124179 0.011737895067385011 -0.0054565771711529033 -0.0028520934739542274 -0.00081820189496454015 0.0056188403575234197 0.010187381418283736 -0.0073627883172984058 -0.0043674954046143879 0.0090495560996994816 0.0090660318048931838 0.0052703364146408352 -0.0023651994804917606 0.0019980330726717724 0.0057337273028651818 0.0038990602097383324 0.00091517431510834951 9.7903797176163189e-05 0.010816768924538169
leaf_weight=52 52 69 98 76 61 54 63 54 54 87 72 58 57 71 1304 502 86 63
leaf_count=52 52 69 98 76 61 54 63 54 54 87 72 58 57 71 1304 502 86 63
internal_value=0 0.00255111 0.00327193 0.00359574 -0.000252265 0.0010225 0.00154747 0.000881032 0.00164631 0.00405812 0.00377999 0.00339459 0.00599823 0.00100585 0.00363797 0.00151537 0.00240113 0.00787198
internal_weight=0 2881 1957 1859 199 924 855 744 681 1660 1573 1438 111 627 1380 573 147 135
internal_count=2933 2881 1957 1859 199 924 855 744 681 1660 1573 1438 111 627 1380 573 147 135
is_linear=0
shrinkage=0.16829


Tree=8212
num_leaves=22
num_cat=0
split_feature=45 483 483 482 159 1209 402 402 402 3 148 123 3 39 1213 402 401 160 160 403 3
split_gain=0.104996 0.0901751 0.125238 0.130426 0.137647 0.0897682 0.099523 0.0789772 0.229696 0.0743956 0.0904007 0.0801303 0.121645 0.0920977 0.0578384 0.0548829 0.147179 0.0541571 0.0559244 0.0173787 0.0123728
threshold=0.08179500000000002 0.085790000000000019 0.10761000000000003 0.08610000000000001 -0.064994999999999983 0.083050000000000013 -0.095989999999999978 0.036770000000000004 0.088340000000000016 -0.046079999999999989 -0.064274999999999985 0.086870000000000017 0.0066850000000000008 0.093225000000000016 -0.086579999999999976 0.10783500000000001 0.10997500000000002 0.28906000000000004 0.084935000000000024 -0.086284999999999987 -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
left_child=1 5 3 4 -3 7 -7 9 -9 14 -11 12 -12 -13 -1 20 -17 18 -16 -8 -10
right_child=-2 2 -4 -5 -6 6 19 8 15 10 11 13 -14 -15 17 16 -18 -19 -20 -21 -22
leaf_value=-0.0014966843327553 0.0097625275629946943 0.0032193191469311422 0 0.00066160665398881755 0.014191144279386385 7.0207896531091784e-05 0.010824483123196477 -0.0090667992263413748 0.0022342417812123865 -0.0054640612645404244 -0.003703346309127502 0.010097765863233068 0.0021562615783021302 0.00048460244574123943 0.002778483406013825 -0.0063537997246897807 0.0046355363501562677 -0.0014410545360882938 0.0068444725846140957 0.0064417770651395024 0.0057358647492868637
leaf_weight=92 52 52 99 59 88 61 53 75 55 67 157 54 278 60 1189 68 70 78 105 56 65
leaf_count=92 52 52 99 59 88 61 53 75 55 67 157 54 278 60 1189 68 70 78 105 56 65
internal_value=0 0.0021221 0.00489755 0.00733092 0.0101287 0.0018012 0.00554302 0.00153684 -0.000865685 0.00192234 0.000367336 0.00108227 3.72845e-05 0.00505397 0.0025754 0.0015114 -0.00076648 0.00284977 0.0031098 0.0085893 0.00414593
internal_weight=0 2881 298 199 140 2583 170 2413 333 2080 616 549 435 114 1464 258 138 1372 1294 109 120
internal_count=2933 2881 298 199 140 2583 170 2413 333 2080 616 549 435 114 1464 258 138 1372 1294 109 120
is_linear=0
shrinkage=0.16829


Tree=8213
num_leaves=9
num_cat=0
split_feature=48 43 41 33 14 34 1 1
split_gain=0.129397 0.0732888 0.110431 0.0600774 0.0603671 0.0537374 0.0764658 0.0566409
threshold=0.12737000000000001 -0.50914999999999988 0.085175000000000015 1.0000000180025095e-35 1.0000000180025095e-35 -0.05547499999999999 0.14078500000000002 0.10932500000000002
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -7
right_child=-2 2 -4 -5 -6 6 -8 -9
leaf_value=-0.0041058508049064014 -0.0042917352218159082 -0.0023031973349169786 0.0085342811622152841 -0.003630526252876199 -0.0021655943302255963 0.0025501717720776639 0.0078656859732525192 3.381144794080512e-05
leaf_weight=53 93 70 76 52 89 2140 71 289
leaf_count=53 93 70 76 52 89 2140 71 289
internal_value=0 0.00208171 0.00220002 0.00202178 0.002133 0.00228256 0.00241168 0.00225152
internal_weight=0 2840 2787 2711 2659 2570 2500 2429
internal_count=2933 2840 2787 2711 2659 2570 2500 2429
is_linear=0
shrinkage=0.16829


Tree=8214
num_leaves=28
num_cat=0
split_feature=4 12 13 0 12 51 12 52 52 40 160 52 4 0 43 43 4 0 1186 50 43 13 13 13 13 12 4
split_gain=3.97575 1.49956 0.607703 0.442256 0.410555 0.439711 0.304599 0.299986 0.272827 0.207639 0.168549 0.253419 0.140025 0.128793 0.123686 0.139509 0.174061 0.110985 0.102134 0.101311 0.117508 0.0712895 0.052615 0.0486725 0.0478584 0.0414026 0.0398142
threshold=0.31392000000000003 0.056995000000000011 -0.00027999999999999998 -0.14920999999999998 0.09253500000000002 0.096685000000000007 -0.042789999999999988 -0.036309999999999988 -0.089799999999999977 -0.062739999999999976 -0.090189999999999979 -0.084674999999999986 0.054720000000000012 -0.15445999999999996 0.0034500000000000004 0.092445000000000013 -0.080874999999999989 -0.079249999999999987 1.0000000180025095e-35 0.077765000000000015 -0.12788999999999998 -0.086944999999999981 -0.052124999999999998 0.057990000000000007 -0.071389999999999995 0.099510000000000015 0.41696500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -3 14 12 9 8 -1 -2 -4 -12 17 -13 18 16 -16 23 19 20 -5 -21 -19 -6 -14 26 -8
right_child=6 3 10 4 5 -7 25 -9 -10 -11 11 13 24 -15 15 -17 -18 22 -20 21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00050789409344322207 0.00034252054824636662 0.0010502087582479358 0.00083470209814446553 0.00062677622263593053 0.00089655950997160781 0.00048031286770670276 0.00052297516749272896 0.00058063648834135394 0.00021235564832685583 9.1069187601536917e-05 0.00075334163644110634 0.00065873845763545554 0.00054746152715142934 0.00045576875487261852 0.00049456505024003813 0.00081967180440290844 0.00075923144835267397 0.00067707454650540479 0.00094928025945483722 0.00095085917382767976 0.00078841710186240731 0.00081844365258289243 0.00075456815736528232 0.00075809787684146934 0.00067611163283506622 0.00034188407875051314 0.00040024637758027108
leaf_weight=60 72 56 52 55 68 95 56 95 80 72 101 58 54 88 53 76 58 190 52 68 714 160 229 56 93 53 69
leaf_count=60 72 56 52 55 68 95 56 95 80 72 101 58 54 88 53 76 58 190 52 68 714 160 229 56 93 53 69
internal_value=0 0.000719212 0.000562997 0.000759359 0.000751282 0.000691901 0.000330382 0.000436992 0.000339267 0.00021704 0.000661914 0.000625395 0.000720982 0.000536642 0.000788967 0.00070916 0.000633177 0.000745793 0.000803161 0.000795504 0.000776902 0.000858091 0.000719512 0.000834313 0.000629092 0.000421876 0.000455511
internal_weight=0 2611 534 2077 2021 785 322 235 140 144 299 247 690 146 1236 187 111 543 1049 997 769 228 419 124 147 178 125
internal_count=2933 2611 534 2077 2021 785 322 235 140 144 299 247 690 146 1236 187 111 543 1049 997 769 228 419 124 147 178 125
is_linear=0
shrinkage=0.0032998


Tree=8215
num_leaves=23
num_cat=0
split_feature=1456 1456 1429 0 11 1213 12 12 4 15 48 402 51 4 2 1211 1212 47 51 4 48 2
split_gain=0.100811 0.223295 0.0947691 0.0790843 0.195377 0.168803 0.236805 0.113696 0.199482 0.284877 0.131617 0.0893929 0.105106 0.144844 0.0886966 0.0647929 0.0711473 0.0557908 0.150632 0.0449995 0.0283181 0.0229965
threshold=-0.090374999999999997 -0.23557499999999995 0.094215000000000007 -0.082494999999999985 0.08765000000000002 -0.013134999999999999 0.085005000000000011 0.083985000000000018 -0.17568999999999999 -0.033234999999999994 0.081520000000000023 0.10022000000000002 0.0045000000000000014 -0.0083549999999999978 0.12681500000000004 0.079615000000000019 0.088985000000000009 0.084155000000000021 0.10218000000000001 0.50944500000000004 0.081520000000000023 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 8 20 10 19 12 14 -14 -7 16 17 18 -9 -10 -5 -8
right_child=2 -3 -4 7 -6 11 21 15 9 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0044286302113607113 0.017211324171222758 -0.010526488390938499 -0.0040089656335703097 0.0021761199345795381 0.013321020939563161 0.0036523204688685578 0.00204991805781848 0.0031138979920679703 0.0069288995431061248 -0.01304806626475157 -0.00602128605946295 -0.0042219908556741315 -0.0069996095613134388 0.0023899802977269042 -0.0027252551818977176 -0.0022938762298558113 -0.00236698791742972 -0.00046346127698311865 0.012535606049203941 2.4298080785945147e-05 0.0075229511335190768 0.0062766750186156418
leaf_weight=58 52 55 66 61 53 897 81 662 53 68 68 59 73 128 66 75 68 98 52 55 54 69
leaf_count=58 52 55 66 61 53 897 81 662 53 68 68 59 73 128 66 75 68 98 52 55 54 69
internal_value=0 -0.00283451 0.00228374 0.00243313 0.00327865 0.00290388 0.00741444 0.00148072 -0.00106901 -0.00379652 -0.000211853 0.00215742 0.00248231 -0.00101123 0.00321336 0.00244109 0.00284668 0.00328551 0.00380259 0.0034293 0.00470243 0.0040062
internal_weight=0 113 2858 2792 1478 1425 202 1314 359 244 176 1223 1164 201 963 955 880 812 714 108 115 150
internal_count=2971 113 2858 2792 1478 1425 202 1314 359 244 176 1223 1164 201 963 955 880 812 714 108 115 150
is_linear=0
shrinkage=0.16829


Tree=8216
num_leaves=15
num_cat=0
split_feature=39 474 4 43 132 4 9 4 480 402 402 403 1446 52
split_gain=0.121129 0.103942 0.0976403 0.0914049 0.102537 0.0923944 0.129455 0.0900003 0.085691 0.0859686 0.147292 0.115543 0.0619251 0.0562405
threshold=0.10096000000000001 0.093280000000000016 -0.021669999999999998 0.10751000000000001 -0.019984999999999996 0.51367000000000018 0.087000000000000008 0.018150000000000003 0.087170000000000011 0.024060000000000002 0.090075000000000002 -0.088854999999999976 0.083895000000000011 -0.015824999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 8 -6 9 11 -11 -1 -10 -2
right_child=13 2 -4 4 7 -7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=0.0053506312147304476 0.00063037611067188473 0.0032372169808174232 -0.005965315073915488 0.0010206702288186942 0.0048344093619623069 0.0081597467036960275 -0.0059901808391641647 0.013422432879635173 0.0096718604277332716 -0.0063457491547210939 0.0016831864700083115 0.0015461262614989485 0.0024953864090400397 -0.0062573370042818786
leaf_weight=263 60 52 87 97 93 65 60 56 67 98 190 1637 71 75
leaf_count=263 60 52 87 97 93 65 60 56 67 98 190 1637 71 75
internal_value=0 0.00197204 -0.00250972 0.00220369 0.00530022 0.00189216 0.00172067 0.00807418 0.00192035 0.00166268 -0.00104264 0.0020737 0.00599264 -0.00318282
internal_weight=0 2836 139 2697 246 2451 2386 149 2326 2188 288 1900 138 135
internal_count=2971 2836 139 2697 246 2451 2386 149 2326 2188 288 1900 138 135
is_linear=0
shrinkage=0.16829


Tree=8217
num_leaves=18
num_cat=0
split_feature=133 1203 1211 133 42 3 13 52 16 2 52 160 52 42 2 13 402
split_gain=0.0927737 0.0834405 0.0830646 0.0869244 0.0940825 0.0774596 0.0750719 0.0663469 0.140858 0.151273 0.114138 0.136531 0.114954 0.0559683 0.0920249 0.0642931 0.0503557
threshold=-0.41951999999999995 0.086665000000000006 0.076895000000000019 -0.10298999999999998 -0.026374999999999999 -0.080694999999999975 -0.070154999999999981 0.40945500000000007 -0.071444999999999995 0.088855000000000003 0.084805000000000019 -0.13024499999999997 0.064135000000000011 0.087170000000000011 0.085785000000000014 -0.055229999999999994 0.10022000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 -4 10 -9 -10 11 -5 -13 15 -15 -12 -6
right_child=1 -3 6 7 16 -7 -8 8 9 -11 13 12 -14 14 -16 -17 -18
leaf_value=0.010474462699901987 -0.0083710664787202335 -0.004197069806706955 0.009851719861448751 -0.0073780329360804142 0.0034217515664431088 0.0025934153559317719 0.001561856157353635 0.003916094820601246 -0.011373486115791772 0.00091788917536266457 -0.0010795034331050782 0.001547756599279354 -0.0064116283623408031 0.012152595429399594 0.0039570860268745151 0.0040618337408629326 -0.0034804991511772528
leaf_weight=56 53 78 61 53 63 98 64 78 58 55 100 1616 53 52 158 218 57
leaf_count=56 53 78 61 53 63 98 64 78 58 55 100 1616 53 52 158 218 57
internal_value=0 0.00122476 0.00137981 0.00117628 -0.00246523 0.00547092 0.00562168 0.0014351 -0.00157136 -0.00537506 0.00169111 0.00102598 0.00129393 0.00385697 0.00599501 0.00243941 0.000128211
internal_weight=0 2817 2739 2614 173 154 125 2441 191 113 2250 1722 1669 528 210 318 120
internal_count=2971 2817 2739 2614 173 154 125 2441 191 113 2250 1722 1669 528 210 318 120
is_linear=0
shrinkage=0.16829


Tree=8218
num_leaves=26
num_cat=0
split_feature=4 12 51 147 4 11 11 15 151 12 12 40 483 4 1210 50 52 51 12 160 4 133 15 1212 133
split_gain=6.0655 1.56124 0.479445 0.503528 0.3461 0.33133 0.267989 0.290352 0.21346 0.202919 0.183431 0.165043 0.15917 0.139976 0.137783 0.0972155 0.095905 0.40679 0.107294 0.0855543 0.0616713 0.0587304 0.055873 0.0479448 0.0586215
threshold=0.31392000000000003 0.056995000000000011 0.093070000000000014 0.085765000000000022 -0.047099999999999996 0.076235000000000011 1.0000000180025095e-35 0.13592500000000005 -0.0035949999999999997 -0.10468499999999999 0.091545000000000015 -0.080249999999999988 0.091400000000000009 -0.15283499999999997 -0.064239999999999992 0.083090000000000011 -0.06717999999999999 -0.093449999999999991 -0.012249999999999999 0.085460000000000022 -0.088484999999999994 0.08759500000000002 -0.42075999999999997 0.058905000000000006 0.048240000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -4 9 7 10 19 -2 12 -11 15 -8 -12 20 17 -10 -18 -1 -3 -17 -13 24 -16
right_child=5 6 4 -5 -6 -7 13 -9 16 11 14 22 -14 -15 23 21 18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00064569142900102914 2.8744027648690122e-05 0.00068526111793435743 0.00059712561539150533 0.00032534504302844972 0.00023702923233030916 0.00049226857688181589 0.00082851342135192906 0.00053101961063570908 0.00082267235311689715 9.6690078558683549e-05 0.00058037421917397675 0.00036721770255182111 0.0006577592864445733 0.0010347050365964359 0.00070767634661268741 0.00090327284570209927 0.00069335732107699412 0.00044999285007277874 0.00087422019618679987 0.00045681111769214488 0.00080244234766250349 0.00077915066217204316 0.00024537808986230004 0.00083066348167374401 0.00077608357645655838
leaf_weight=52 52 57 52 52 67 57 94 56 71 53 61 88 81 62 348 179 79 59 71 57 751 61 82 73 256
leaf_count=52 52 57 52 52 67 57 94 56 71 53 61 88 81 62 348 179 79 59 71 57 751 61 82 73 256
internal_value=0 0.000736233 0.000581339 0.000631627 0.000394678 0.000262818 0.000777938 0.000767151 0.000672479 0.000215131 0.000774215 0.000258436 0.000800999 0.000910687 0.000733192 0.000812036 0.000721107 0.000653804 0.000779201 0.000547242 0.000794219 0.000871872 0.000308655 0.000746909 0.000736728
internal_weight=0 2639 560 441 119 332 2079 1923 389 275 1867 223 1129 156 738 1048 280 130 150 109 808 240 170 677 604
internal_count=2971 2639 560 441 119 332 2079 1923 389 275 1867 223 1129 156 738 1048 280 130 150 109 808 240 170 677 604
is_linear=0
shrinkage=0.0032998


Tree=8219
num_leaves=20
num_cat=0
split_feature=4 3 39 2 3 11 2 12 39 3 12 4 12 13 16 48 2 3 49
split_gain=11.4068 5.29503 3.15055 0.844378 0.803085 0.493015 0.683545 0.431033 0.399177 0.645927 0.330424 0.287251 0.28553 0.218277 0.21301 0.181132 0.154684 0.148932 0.0684019
threshold=0.27998000000000006 0.28833000000000003 0.055555000000000007 0.13270000000000001 -0.13827999999999999 1.0000000180025095e-35 0.092155000000000015 -0.092979999999999993 0.088025000000000006 0.17351000000000003 0.088930000000000023 -0.111135 0.091290000000000024 0.032645000000000007 -0.15105999999999997 0.091775000000000009 0.086305000000000007 0.10766000000000002 0.097940000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -2 6 12 -4 9 17 11 -8 14 -7 -1 -9 -14 -6 -12
right_child=4 -3 7 -5 8 13 10 15 -10 -11 18 -13 16 -15 -16 -17 -18 -19 -20
leaf_value=0.00094816822464441244 0.00067788460263771904 0.00014486543914706722 0.00087914865323111607 0.00068947000163755757 0.00041699127430009324 0.0013961787842400792 0.0010573120170743377 0.00065529836783617169 0.00012876245822507909 0.00010072876137693012 0.0010682899300885373 0.00078137763772780338 0.00099939891799136248 0.0011422765589621843 0.0011586739495067437 0.00040969790288679982 0.0011473239845318473 0.00066498554308318193 0.00096610879051317144
leaf_weight=57 78 72 72 57 53 83 63 90 98 54 309 125 272 71 1090 53 114 55 105
leaf_count=57 78 72 72 57 53 83 63 90 98 54 309 125 272 71 1090 53 114 55 105
internal_value=0 0.00102797 0.00105279 0.00108785 0.000383872 0.00109775 0.00108464 0.000670047 0.000295533 0.000396201 0.00098992 0.000874032 0.00112181 0.00127935 0.00114824 0.000564518 0.00104318 0.000543611 0.00104246
internal_weight=0 2633 2561 2346 338 2289 2135 215 260 162 602 188 1533 154 1147 143 386 108 414
internal_count=2971 2633 2561 2346 338 2289 2135 215 260 162 602 188 1533 154 1147 143 386 108 414
is_linear=0
shrinkage=0.0032998


Tree=8220
num_leaves=31
num_cat=0
split_feature=1 2 15 2 457 1 123 13 2 1 1447 52 2 1 13 43 13 156 2 15 403 2 43 133 133 1 13 1 15 13
split_gain=9.02801 1.79911 1.60511 0.62589 0.543074 0.615149 0.335727 0.325095 0.217609 0.258475 0.229459 0.218667 0.209965 0.209309 0.18282 0.164475 0.159458 0.137169 0.123442 0.121409 0.117913 0.101674 0.119904 0.0612392 0.0607045 0.0581169 0.0431289 0.0159747 0.0143966 0.00943529
threshold=0.10749500000000002 0.14870000000000003 -0.24211499999999997 0.11203000000000002 0.056920000000000005 0.085410000000000014 1.0000000180025095e-35 -0.040229999999999995 0.088905000000000026 0.085410000000000014 -0.072539999999999979 -0.49865999999999994 0.084045000000000022 0.13130500000000003 -0.100615 -0.08564999999999999 -0.004409999999999999 0.081990000000000021 0.095850000000000005 -0.10763999999999999 -0.10117499999999999 -1.0000000180025095e-35 -0.07138499999999999 -0.014944999999999998 0.048535000000000002 0.091725000000000015 -0.029809999999999996 0.076160000000000019 0.08375500000000001 -0.080624999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 13 7 6 24 8 -4 9 12 -10 27 23 -2 -13 26 -5 -16 -7 -3 -17 -11 29 -1 -6 -24 -14 -12 -25 -23
right_child=1 19 3 16 5 18 -8 -9 10 21 11 14 15 -15 17 20 -18 -19 -20 -21 -22 22 25 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0011409088613358578 0.00052796094639560181 0.0003087993563908699 0.0010891043741611912 0.0005338494000278485 0.0011315562865774934 0.00081121523783859323 0.00082148566908766868 0.0008053973388584797 0.0012211466575611741 0.00088838583385372533 0.0010928453287988773 0.00079964373597732417 0.001062636449827732 0.00029625605424315142 0.00098349989561274877 0.0009906105241990538 0.00077269939515435017 0.0011479113189502099 0.00058192530092415664 9.2509421309931391e-05 0.0011548528400501632 0.0010809022475063413 0.0010524201430845064 0.0012366232404575563 0.00096643663015903106 0.00094388346034246257 0.00093783394253940569 0.0011804017016881824 0.0013323647606042807 0.0011569281280033935
leaf_weight=57 87 62 84 74 56 53 68 96 60 55 77 56 66 85 603 59 54 64 53 53 353 52 123 56 52 116 73 58 52 80
leaf_count=57 87 62 84 74 56 53 68 96 60 55 77 56 66 85 603 59 54 64 53 53 353 52 123 56 52 116 73 58 52 80
internal_value=0 0.000580577 0.000669425 0.00081214 0.00103591 0.000876467 0.00105193 0.00093799 0.00105952 0.00109038 0.00102108 0.00100705 0.00112916 0.00041366 0.00098391 0.00109766 0.000634889 0.000999328 0.000696903 0.000209424 0.00113142 0.00102512 0.0010453 0.00123416 0.00105238 0.000999889 0.000997346 0.00113072 0.00128305 0.00112725
internal_weight=0 595 480 308 2342 214 2128 180 2060 1142 918 858 716 172 723 551 128 667 106 115 412 426 371 165 108 239 139 135 108 132
internal_count=2937 595 480 308 2342 214 2128 180 2060 1142 918 858 716 172 723 551 128 667 106 115 412 426 371 165 108 239 139 135 108 132
is_linear=0
shrinkage=0.0032998


Tree=8221
num_leaves=23
num_cat=0
split_feature=1 47 4 150 1 39 43 124 48 157 48 51 1456 4 1 4 43 41 157 1 43 51
split_gain=5.85393 1.00803 0.69621 0.440914 0.407916 0.40237 0.233349 0.213615 0.187605 0.184477 0.17229 0.204871 0.152617 0.146468 0.33858 0.131476 0.118583 0.111544 0.167892 0.0988903 0.053531 0.0480137
threshold=0.10749500000000002 0.078345000000000012 -0.045759999999999988 0.083435000000000023 0.085410000000000014 0.088025000000000006 -0.015924999999999998 -1.0000000180025095e-35 0.091505000000000017 -0.084874999999999992 0.014805 -0.023999999999999997 -0.080974999999999978 -0.16236499999999995 0.081005000000000008 0.51326500000000019 -0.01418 1.0000000180025095e-35 -0.076494999999999994 0.12122500000000001 -0.085784999999999986 -0.004559999999999999
decision_type=2 2 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 20 10 -6 -1 -3 21 11 -4 16 14 -14 -7 -11 18 -15 -13 -5 -9
right_child=1 8 5 4 6 15 -8 9 -10 12 -12 19 13 17 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00060602982843652598 0.0006685493423371307 0.00070809888423337434 0.00023200638702498618 0.00070459910032660367 0.00064625473822275102 1.0046030475336369e-05 0.00037134110590562007 0.0010001513401614794 0.00048339478514263998 0.00081587582490767264 0.00018019374464309058 0.00057502741018186122 0.00049123319308841276 0.00060029697265290066 0.00081249269238998839 0.00023018516347566735 0.0010153467151079207 0.00091900329122163432 0.0007870988088477626 0.00038752672785051967 0.00085483219543641329 0.00085776140133166567
leaf_weight=70 54 103 62 52 73 66 64 53 69 92 56 53 63 56 85 54 54 69 1485 78 62 64
leaf_count=70 54 103 62 52 73 66 64 53 69 92 56 53 63 56 85 54 54 69 1485 78 62 64
internal_value=0 0.000404947 0.000318168 0.00077162 0.000640187 0.000266797 0.000518085 0.00078738 0.000618161 0.000793644 0.000342508 0.000389422 0.000785704 0.000777031 0.000675978 0.000109402 0.000889894 0.000786298 0.000780333 0.000463655 0.000786614 0.000922564
internal_weight=0 595 423 2342 251 369 137 2091 172 2021 249 193 1904 1758 148 120 146 1610 1541 131 114 117
internal_count=2937 595 423 2342 251 369 137 2091 172 2021 249 193 1904 1758 148 120 146 1610 1541 131 114 117
is_linear=0
shrinkage=0.0032998


Tree=8222
num_leaves=25
num_cat=0
split_feature=1 47 15 2 40 11 2 15 1 52 1 39 1 1 0 52 42 403 1210 0 12 2 42 15
split_gain=12.4002 2.29688 0.98381 1.53335 0.929178 0.605122 0.7827 0.739164 0.443647 0.329117 0.216858 0.207844 0.174592 0.172428 0.204561 0.198056 0.115653 0.160349 0.103362 0.111828 0.155276 0.0780736 0.0731785 0.0487654
threshold=0.10749500000000002 0.077065000000000008 -0.073759999999999978 0.12068000000000001 -0.0099849999999999991 1.0000000180025095e-35 0.089795000000000014 0.025430000000000005 0.08776500000000001 -0.047784999999999987 0.092845000000000025 0.088755000000000014 0.12072500000000001 0.090795000000000015 -0.072924999999999976 0.10178500000000001 0.090645000000000017 -0.10117499999999999 -1.0000000180025095e-35 0.060910000000000006 0.084065000000000015 0.10406500000000002 0.09087000000000002 -0.10328999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 11 -4 10 6 13 -7 18 -3 -1 12 -2 15 22 16 17 -6 -8 20 -20 -10 -15 -11
right_child=1 9 3 -5 5 7 8 -9 21 23 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.00081451567265302012 0.00033806529183627961 0.00091424169239119905 0.00079869518368415955 8.4000112266151544e-05 0.00086942585911232995 0.00098918981346232931 0.00076058627507311343 0.0014760846825143817 0.00075870035819592481 0.00054329052577536778 0.0005607978115520798 4.5834965385761967e-05 0.00013437297135611626 0.0010356461131453484 0.00073208762447171108 0.0011622369382651664 0.0011282779833184659 0.0010096017929969584 0.0010986123402343631 0.00075941301214099504 0.00090626170605128168 0.00057555310022491498 0.00089543545734810555 0.00068848792127908752
leaf_weight=78 90 66 81 55 106 94 58 54 54 54 72 99 95 95 52 98 78 721 52 52 543 53 82 55
leaf_count=78 90 66 81 55 106 94 58 54 54 54 72 99 95 95 52 98 78 721 52 52 543 53 82 55
internal_value=0 0.000411486 0.00027901 0.000509923 0.000945064 0.000962299 0.000947454 0.00116708 0.000867588 0.000729228 0.000692966 0.000168308 0.000233657 0.00100006 0.000916817 0.00101904 0.00100349 0.000991677 0.000897783 0.000910028 0.000923131 0.000668312 0.000970889 0.000616878
internal_weight=0 595 420 136 2342 2192 2044 148 812 175 150 284 185 1232 229 1003 905 827 705 647 595 107 177 109
internal_count=2937 595 420 136 2342 2192 2044 148 812 175 150 284 185 1232 229 1003 905 827 705 647 595 107 177 109
is_linear=0
shrinkage=0.0032998


Tree=8223
num_leaves=30
num_cat=0
split_feature=2 13 160 403 13 15 2 2 12 13 13 15 13 13 484 4 48 39 13 151 52 3 52 2 12 52 48 13 2
split_gain=0.141409 0.149575 0.0905693 0.0963862 0.12615 0.163102 0.09201 0.153234 0.147597 0.0859419 0.112419 0.102268 0.0954053 0.0786294 0.0755172 0.0742386 0.0777314 0.0738674 0.0706678 0.0992625 0.130574 0.206537 0.113522 0.0638516 0.130387 0.0739862 0.0607894 0.052516 0.0392296
threshold=0.10796500000000002 0.17226500000000003 -0.54913999999999985 -0.081424999999999984 -0.0019149999999999998 0.11401500000000002 0.10121500000000001 0.085155000000000022 0.086115000000000011 0.0066400000000000009 -0.085744999999999988 0.090880000000000016 -0.049464999999999988 -0.006154999999999999 -0.067269999999999983 -0.070654999999999982 0.085760000000000017 0.098380000000000009 -0.13226499999999999 -0.065174999999999983 -0.063199999999999992 -0.049739999999999993 -0.42946499999999993 0.089545000000000013 0.085685000000000025 -0.092399999999999982 0.086840000000000014 -0.011154999999999998 0.092725000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 -1 9 5 13 7 8 -6 10 -4 12 -12 23 -2 28 -17 18 26 -20 22 -22 -21 24 -5 -25 -16 -14 -9
right_child=1 -3 3 4 6 -7 -8 15 -10 -11 11 -13 27 -15 17 16 -18 -19 19 20 21 -23 -24 25 -26 -27 -28 -29 -30
leaf_value=0.01214410746838792 -0.002345970284278338 -0.0056634352350223025 -0.0025554077483525722 0.0043738254472893284 0.015512437408885344 -0.0024642177327542322 0.013231401594573552 0.0048644630132302956 0.005783715922612169 -0.0032180636386248021 0.01165382382464058 -0.00032305377666196609 0.00079843616633040759 -0.00078980205458054748 0.0047001074838463946 -0.00095061027026659009 0.0070795990940830736 -0.0015046949179656846 -0.00069727195202554191 0.0077268756040494001 0.0049095428786489802 0.016936015871168768 -0.0021813909922281383 0.0081018575294164539 0.0086694275543194588 0.0022348501562833383 -0.0029426568357830579 0.0066678991828209126 0.011131734424011492
leaf_weight=58 56 55 62 387 95 77 85 64 84 52 79 74 66 53 66 92 54 58 52 73 89 75 59 83 420 234 53 129 53
leaf_count=58 56 55 62 387 95 77 85 64 84 52 79 74 66 53 66 92 54 58 52 73 89 75 59 83 420 234 53 129 53
internal_value=0 0.00271222 0.00555355 0.00538233 0.00594539 0.00502347 0.00813571 0.0071517 0.010957 0.00320786 0.00402724 0.00520517 0.00670475 0.00551485 0.00350819 0.00455493 0.00200716 0.00413606 0.00484047 0.00605245 0.00724428 0.0104204 0.00328457 0.00581373 0.00661168 0.00377667 0.00128109 0.00469053 0.00771884
internal_weight=0 636 2301 2243 1781 1254 527 442 179 462 410 348 274 1177 581 263 146 525 467 348 296 164 132 1124 807 317 119 195 117
internal_count=2937 636 2301 2243 1781 1254 527 442 179 462 410 348 274 1177 581 263 146 525 467 348 296 164 132 1124 807 317 119 195 117
is_linear=0
shrinkage=0.16829


Tree=8224
num_leaves=25
num_cat=0
split_feature=15 2 3 51 128 1212 12 3 15 15 12 133 12 1212 475 3 51 1186 133 12 15 15 52 15
split_gain=0.124733 0.100482 0.142082 0.103086 0.0968754 0.0829715 0.106075 0.0783392 0.0777151 0.115586 0.0675963 0.0808019 0.0676926 0.0636375 0.0552257 0.058553 0.129964 0.11144 0.0472165 0.134909 0.0405096 0.0328697 0.029852 0.0263355
threshold=-0.42443999999999993 0.084045000000000022 -0.082824999999999982 0.22315500000000002 0.09585500000000001 0.091435000000000016 0.092855000000000007 0.10766000000000002 0.043560000000000008 -0.015824999999999995 0.083725000000000008 -0.0063799999999999994 0.090285000000000018 0.087685000000000013 1.0000000180025095e-35 -0.095789999999999986 -0.043629999999999995 0.058190000000000006 -1.0000000180025095e-35 0.094600000000000004 -0.10271999999999999 -0.069034999999999985 -0.078529999999999975 -0.47612499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 4 5 10 13 -7 23 9 20 -2 -12 -13 14 15 16 -3 -17 -10 -20 -4 22 -22 -1
right_child=1 3 8 -5 -6 6 -8 -9 18 -11 11 12 -14 -15 -16 17 -18 -19 19 -21 21 -23 -24 -25
leaf_value=-0.00030075331279727155 0.0048887526518256183 -0.0048346394852956482 4.7920741569065312e-05 -0.0036356383765197655 0.0023241123864168162 -0.0055046545205388788 0.0048083488647500021 0.0049401289401191867 0.004672644583975441 0.012376457210906307 0.006639058892260092 0.017509498611538075 0.0098489191507831822 0.010042515787262118 0.00880313543162866 0.0039744329084146499 0.0036663860506437702 0.011346159741852276 -0.0066333851563417558 0.0050972103231103124 0.0039966825441096841 0.0021322950218364118 0.0094576320791374298 -0.0053488488352030367
leaf_weight=63 54 67 53 52 54 58 55 56 79 62 63 73 62 52 67 1350 211 61 55 56 53 60 65 56
leaf_count=63 54 67 53 52 54 58 55 56 79 62 63 73 62 52 67 1350 211 61 55 56 53 60 65 56
internal_value=0 0.00438433 0.00599326 0.00374001 0.00883584 0.0039406 -0.000469152 -0.000239062 0.00418865 0.00590981 0.0102241 0.0116701 0.0140046 0.0042172 0.00404367 0.00385381 0.00161112 0.0042944 0.00152498 -0.000699061 0.0041664 0.00538259 0.00702006 -0.00269143
internal_weight=0 2762 789 1973 306 1921 113 175 483 293 252 198 135 1808 1756 1689 278 1411 190 111 231 178 118 119
internal_count=2937 2762 789 1973 306 1921 113 175 483 293 252 198 135 1808 1756 1689 278 1411 190 111 231 178 118 119
is_linear=0
shrinkage=0.16829


Tree=8225
num_leaves=13
num_cat=0
split_feature=457 158 48 1 1456 1452 16 13 48 2 4 4
split_gain=0.127223 0.105009 0.0923857 0.102365 0.0957093 0.0741006 0.0722943 0.0894265 0.0656291 0.0652188 0.056227 0.0440084
threshold=-0.10142499999999997 -0.46863499999999997 0.13765500000000006 0.11829500000000003 -0.16130999999999998 0.08295000000000001 0.061775000000000004 -0.24426999999999996 -0.068459999999999979 1.0000000180025095e-35 -0.082199999999999981 -0.0042499999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 8 7 -5 11 -9 -10 -6
right_child=1 2 -4 6 5 -7 -8 9 10 -11 -12 -13
leaf_value=-0.0040916646447584073 0.011234304113486342 -0.0022153960632650647 0.010629195823708439 0.003893548586971328 0.011482753616321973 -0.0006433498209519634 0.0052092878110699334 0.00061987512221930183 0.0053672125734335434 -0.006215058586634222 0.0034499432843052465 0.0046328038567743533
leaf_weight=60 52 72 52 75 57 93 72 71 605 88 1575 52
leaf_count=60 52 72 52 75 57 93 72 71 605 88 1575 52
internal_value=0 0.0037245 0.00358499 0.00345162 0.00381365 0.00399665 0.000542377 -0.000885918 0.00418595 -0.00315168 0.00398285 0.00823137
internal_weight=0 2864 2812 2760 2454 2382 306 234 2289 159 2180 109
internal_count=2924 2864 2812 2760 2454 2382 306 234 2289 159 2180 109
is_linear=0
shrinkage=0.16829


Tree=8226
num_leaves=26
num_cat=0
split_feature=4 2 49 52 42 3 3 0 2 0 0 2 52 1456 3 52 40 52 0 3 49 12 0 3 52
split_gain=6.22401 1.50145 0.698637 0.519307 0.39622 0.499314 0.306392 0.540173 0.360799 0.299951 0.266407 0.240358 0.18155 0.12212 0.147319 0.143005 0.121128 0.124542 0.102458 0.0904913 0.0877054 0.0543782 0.0529059 0.0526286 0.089472
threshold=0.31392000000000003 0.13388500000000003 -0.020454999999999997 0.0049050000000000005 0.090295000000000014 -0.13392999999999997 -0.13392999999999997 -0.084514999999999993 0.092320000000000013 -0.083144999999999983 -0.087734999999999994 0.10384 0.023800000000000005 -0.077489999999999989 0.081495000000000012 0.064135000000000011 -0.010334999999999999 -0.082174999999999984 -0.050064999999999991 -0.012504999999999997 0.093040000000000012 0.092605000000000007 -0.19166999999999998 -0.089704999999999993 -0.14794999999999997
decision_type=2 2 2 2 2 2 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 -2 7 -4 13 12 22 16 20 15 19 -8 -1 -18 -3 -15 -10 -9 -7 -11 -25
right_child=4 18 6 -5 -6 10 8 21 9 23 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26
leaf_value=0.00051799071869160673 0.00066309665997943358 0.00030658281103030489 0.0011983945749221765 0.00093511753621105262 0.00013155359178900505 0.00030905271829281198 0.00084625866810099837 0.00089089626992882513 0.00048370558309384482 0.00069975305370759003 9.5017740287730315e-05 0.00039522034051081979 0.00076412980236447228 0.00083616162439315858 0.00065983576851872273 0.001067787403054893 0.00082860601667793525 0.00062247968157359032 0.00051074066808801035 0.00097972123057572845 0.00066491282246412809 0.00074293622632200327 0.00045782193660721509 0.00073454044067827783 0.00085473482562167693
leaf_weight=58 52 53 66 61 103 55 77 66 69 52 52 53 85 1163 52 58 53 88 57 53 54 54 54 103 233
leaf_count=58 52 53 66 61 103 55 77 66 69 52 52 53 85 1163 52 58 53 88 57 53 54 54 54 103 233
internal_value=0 0.000790652 0.000807281 0.000660919 0.000300105 0.000381446 0.000828232 0.000957431 0.000816192 0.000747661 0.000290259 0.000594405 0.000645685 0.00084528 0.000834987 0.000941695 0.000647278 0.00070021 0.000412694 0.000842448 0.000563546 0.000824608 0.000383078 0.000802238 0.000817994
internal_weight=0 2608 2498 313 316 213 2185 186 1999 596 161 252 208 1403 1268 135 199 141 110 1216 123 120 109 388 336
internal_count=2924 2608 2498 313 316 213 2185 186 1999 596 161 252 208 1403 1268 135 199 141 110 1216 123 120 109 388 336
is_linear=0
shrinkage=0.0032998


Tree=8227
num_leaves=25
num_cat=0
split_feature=4 2 42 41 10 4 0 4 4 2 0 1427 0 42 12 457 12 2 0 4 0 52 12 1
split_gain=0.0951542 0.169929 0.0981882 0.129711 0.114412 0.100958 0.0980329 0.108813 0.138816 0.132386 0.0973025 0.094648 0.0876724 0.0848256 0.0972209 0.074307 0.0742897 0.0692075 0.054874 0.0505279 0.0293524 0.022919 0.0312124 0.0163938
threshold=0.036605000000000006 -0.13746499999999998 -0.079234999999999986 0.078385000000000024 -0.0062549999999999993 0.0067750000000000006 -0.032274999999999991 0.066300000000000012 0.27020000000000005 0.11411 -0.10185499999999999 0.083935000000000023 -0.14680499999999999 0.09388500000000001 -0.041014999999999989 -0.083119999999999986 0.084175000000000014 0.090020000000000017 -0.11327499999999999 -0.054114999999999989 -0.096849999999999978 0.085380000000000025 0.091585000000000014 0.11198000000000001
decision_type=2 2 2 2 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 10 7 17 9 18 12 15 -6 14 -10 -12 -1 -3 -9 21 -20 22 -18 -16
right_child=1 6 3 -5 5 -7 -8 8 13 -11 11 -13 -14 -15 23 -17 19 -19 20 -21 -22 -23 -24 -25
leaf_value=0.012077108040781007 0.01114012173610885 0.0018349167569784088 -0.0028993697821008027 0.010918699642199251 0.0024521450522439624 0.010225833796909672 -0.0053958891376005031 0.0081307116070507383 0.0073932595173015194 0.01349259781958592 -0.00082484428867955371 0.010842311147430388 -0.0056815417679449897 -0.0046099591857036168 0.0012541316195895692 0.0038554225420025759 0.008308063767155819 -0.0053729634920735994 -0.0012305216824903243 0.0090110223351165548 0.0042758165431937591 0.0020128725549568792 0.0027932981491289618 -0.0026755873230252039
leaf_weight=60 52 68 80 66 100 63 59 55 67 53 103 52 60 70 63 1311 61 84 53 85 56 88 58 57
leaf_count=60 52 68 80 66 100 63 59 55 67 53 103 52 60 70 63 1311 61 84 53 85 56 88 58 57
internal_value=0 0.0018614 0.00407765 0.00358165 0.0033069 0.00360192 0.0011544 0.00177463 0.00303265 0.00616738 0.00334417 0.00377442 -0.000586759 0.000378819 0.00225588 0.00351323 0.0066582 -0.00213657 0.00378913 0.00553857 0.00158194 0.00410401 0.00563529 -0.000597513
internal_weight=0 737 2187 1835 1769 1689 685 626 474 217 1626 1466 160 257 187 1414 352 152 164 292 109 207 119 120
internal_count=2924 737 2187 1835 1769 1689 685 626 474 217 1626 1466 160 257 187 1414 352 152 164 292 109 207 119 120
is_linear=0
shrinkage=0.16829


Tree=8228
num_leaves=30
num_cat=0
split_feature=4 1 12 13 4 1 1 150 16 50 43 16 151 16 4 13 4 159 160 1 1455 16 12 1 43 1203 16 402 49
split_gain=16.4332 4.17794 2.19769 1.13017 0.769167 0.703055 0.668755 0.357226 0.29461 0.232806 0.208137 0.206308 0.182926 0.141125 0.138936 0.125049 0.114115 0.102409 0.0969844 0.0957471 0.0882857 0.0829246 0.067594 0.0650806 0.0529006 0.0490744 0.0438075 0.0250416 0.0197431
threshold=0.31392000000000003 0.10123500000000001 0.085075000000000026 -1.0000000180025095e-35 0.043640000000000005 0.12040000000000002 0.11883500000000001 0.084800000000000014 -0.071129999999999985 0.12045500000000002 -1.0000000180025095e-35 -0.39761999999999992 -1.0000000180025095e-35 -0.49353499999999995 -0.013359999999999999 -0.077274999999999996 -0.089119999999999991 -0.032069999999999994 -0.081494999999999998 0.088735000000000022 0.0093900000000000008 -0.087834999999999983 0.084675000000000014 0.14547000000000002 0.16180500000000003 0.084795000000000023 -0.011349999999999997 -0.040969999999999993 0.091160000000000005
decision_type=2 2 2 2 2 2 2 2 2 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 8 12 14 -3 10 15 16 -6 -2 -7 -4 20 -1 -17 -19 21 26 24 -13 -15 -12 27 -10 -18 -24
right_child=5 2 6 -5 11 13 -8 -9 9 -11 19 22 -14 23 -16 17 25 18 -20 -21 -22 -23 28 -25 -26 -27 -28 -29 -30
leaf_value=0.0011087601874106496 4.1909957537722142e-05 0.00024383334989746584 0.00094719194859431693 0.00060393147217317463 0.00082924159479100571 6.5950294269565808e-06 0.00045816339629603845 -8.6490514061553681e-05 0.00086874417591759762 0.00063314369899268813 0.00080057092766085472 0.00053503360868592249 0.00029325538559175972 -0.00012361635829901833 0.00073582236830649318 0.0009373939574298211 0.00099165684961277103 0.00067784007781081202 0.00082174977364677 0.00073456895367774865 0.00079541442929327837 0.00098243369773063824 0.00072660950229875101 -0.00027694588588967256 0.00093490637890863125 0.0010522811896273273 0.00094091047981703538 0.00092485575213792403 0.00063900232426917798
leaf_weight=62 54 92 95 79 94 59 61 58 164 53 105 53 77 73 56 72 100 64 334 56 86 77 61 53 53 55 284 316 78
leaf_count=62 54 92 95 79 94 59 61 58 164 53 105 53 77 73 56 72 100 64 334 56 86 77 61 53 53 55 284 316 78
internal_value=0 0.000801739 0.000508775 0.000284397 0.000861343 4.84425e-06 0.00075098 0.000115873 0.000885656 0.000848822 0.000932862 0.000701317 0.000189916 -0.000126016 0.000869037 0.000860172 0.000972128 0.000820019 0.000798697 0.000860821 0.000895447 0.000890757 0.000638503 -0.000188392 0.000845856 0.000954068 0.000914571 0.000940998 0.000677702
internal_weight=0 2608 441 229 2167 316 212 150 1881 1057 824 286 131 185 151 1004 533 470 398 291 534 235 192 126 158 471 448 416 139
internal_count=2924 2608 441 229 2167 316 212 150 1881 1057 824 286 131 185 151 1004 533 470 398 291 534 235 192 126 158 471 448 416 139
is_linear=0
shrinkage=0.0032998


Tree=8229
num_leaves=23
num_cat=0
split_feature=15 3 39 150 49 150 0 0 3 0 15 3 43 3 15 3 15 132 12 49 50 12
split_gain=6.79942 2.5813 1.73129 0.475958 0.453888 0.311184 0.347159 0.281405 0.246384 0.248537 0.226146 0.225083 0.196581 0.186997 0.141152 0.130177 0.116022 0.0975127 0.117786 0.0999157 0.0980787 0.0363561
threshold=-0.26361999999999991 0.11269500000000002 0.085765000000000022 0.088985000000000009 -0.0086549999999999978 1.0000000180025095e-35 -0.12851999999999997 -0.098064999999999986 -0.081224999999999978 -0.071299999999999988 0.096995000000000012 0.15217000000000003 -0.083479999999999985 -0.15288999999999997 -0.50173499999999993 -0.086659999999999987 -0.43587999999999999 0.023085000000000005 0.090455000000000021 0.091160000000000005 0.11395500000000001 0.091945000000000013
decision_type=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 8 -4 6 -3 -5 9 10 13 14 -11 -2 -1 -9 -16 18 19 -10 -20 -14
right_child=1 5 4 7 -6 -7 -8 15 17 12 -12 -13 21 -15 16 -17 -18 -19 20 -21 -22 -23
leaf_value=0.00029205048701623634 0.0012760149227230358 0.00045509551204991162 0.00050164883765654227 0.00065810068548346947 0.00083281345311441454 0.00033975549263321229 0.0008252755063078987 0.00081417788457355787 0.001055073453881448 0.00080811067261039773 0.0008987845752044248 0.00019368248251138578 0.00094549622858599452 0.0010753759454673979 0.00059468840931793622 0.0010381113281393538 0.00038282915171121445 0.00087720830240340373 0.00097481842053828824 0.00090824389516232749 0.00084255821370707686 0.0010602625867841724
leaf_weight=57 56 53 90 62 92 52 59 55 339 74 77 61 56 836 61 64 55 100 386 64 78 97
leaf_count=57 56 53 90 62 92 52 59 55 339 74 77 61 56 836 61 64 55 100 386 64 78 97
internal_value=0 0.000953788 0.000979852 0.00100395 0.000669244 0.000552128 0.000650416 0.000840285 0.00101763 0.0010497 0.00107301 0.000367089 0.000950061 0.00108801 0.000428029 0.000934909 0.000494542 0.00097793 0.000989507 0.00103184 0.000952661 0.00101849
internal_weight=0 2690 2526 2344 182 164 112 181 2163 1196 969 234 227 892 173 119 116 967 867 403 464 153
internal_count=2924 2690 2526 2344 182 164 112 181 2163 1196 969 234 227 892 173 119 116 967 867 403 464 153
is_linear=0
shrinkage=0.0032998


Tree=8230
num_leaves=26
num_cat=0
split_feature=4 39 12 150 0 52 52 12 14 43 16 4 4 13 43 47 402 0 13 12 16 4 43 480 4
split_gain=8.24056 1.76298 1.50774 1.0678 0.59053 0.556408 0.843029 0.312912 0.275685 0.272049 0.238517 0.219477 0.168087 0.152759 0.136545 0.114172 0.11357 0.12224 0.101284 0.194319 0.12127 0.0946834 0.0894744 0.0886835 0.0777852
threshold=0.31392000000000003 0.11290000000000001 0.056995000000000011 0.089155000000000012 -0.15445999999999996 -0.046194999999999993 -0.087604999999999988 0.11755500000000001 -0.41992499999999994 -0.0017249999999999998 -0.42170999999999997 -0.018964999999999999 -0.082619999999999985 -0.00027999999999999998 -0.049999999999999996 0.11043500000000002 0.09253500000000002 -0.080809999999999979 -0.039559999999999991 0.088590000000000016 -0.010034999999999999 0.42642000000000008 0.086765000000000023 0.085865000000000011 -0.068329999999999988
decision_type=2 2 2 2 2 2 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 13 9 -2 12 14 -7 16 -6 -10 23 17 -4 20 -20 22 -16 -11 -14 -21
right_child=8 -3 7 -5 5 11 -8 -9 10 18 -12 -13 15 -15 21 -17 -18 -19 19 24 -22 -23 -24 -25 -26
leaf_value=0.0012079990905550983 0.0006578576952188536 0.00043408173275623075 0.0011992524612051475 0.00053704926407969361 0.00080759696819359382 0.00090804829687723694 0.00048065789950871009 0.00090079729814486053 0.00036586103193968976 0.00097519654551117899 0.00022830132489199325 0.0011547157619791731 0.001093197712653701 0.001043439592149387 0.00046783545166958075 0.00096025406755434061 0.0012995251035520978 0.0010486062605879404 0.0012613176806714516 0.0010842162684020064 0.00084770601545206686 0.00065039803689413765 0.0011081034382591974 0.0011970881279206142 0.0009245069372320659
leaf_weight=79 75 53 184 82 58 79 70 100 75 177 52 83 922 67 77 68 73 94 53 98 57 55 89 108 57
leaf_count=79 75 53 184 82 58 79 70 100 75 177 52 83 922 67 77 68 73 94 53 98 57 55 89 108 57
internal_value=0 0.001031 0.00104317 0.000883505 0.000948584 0.000891079 0.000771629 0.00108291 0.000480799 0.00109209 0.000429391 0.00103464 0.00111579 0.00093429 0.000479736 0.00109525 0.00117996 0.00114844 0.00102736 0.00108592 0.000989538 0.00054417 0.0010198 0.00110413 0.00102571
internal_weight=0 2651 2598 518 436 357 195 2080 334 1980 259 162 1449 125 207 1098 351 278 531 208 323 132 266 1030 155
internal_count=2985 2651 2598 518 436 357 195 2080 334 1980 259 162 1449 125 207 1098 351 278 531 208 323 132 266 1030 155
is_linear=0
shrinkage=0.0032998


Tree=8231
num_leaves=26
num_cat=0
split_feature=1 1 9 11 51 2 4 2 16 0 133 133 12 402 2 4 402 43 4 4 4 51 42 51 0
split_gain=0.215458 0.175249 0.154435 0.165606 0.151273 0.144032 0.166802 0.179367 0.127643 0.115206 0.0780759 0.117856 0.0855119 0.0761336 0.163038 0.149184 0.0945437 0.0735779 0.115151 0.0713551 0.0979728 0.0608162 0.046805 0.0440454 0.0479645
threshold=0.080320000000000016 0.076160000000000019 0.093040000000000012 0.091445000000000012 0.14122000000000004 1.0000000180025095e-35 -0.17568999999999999 0.097845000000000015 -0.116045 -0.018054999999999998 0.087455000000000019 0.40408500000000008 0.098785000000000012 0.0064150000000000014 0.083885000000000015 -0.085594999999999991 0.094120000000000009 -0.0017249999999999998 0.0067750000000000006 -0.068329999999999988 -0.081454999999999986 -0.22964499999999996 0.088760000000000019 0.0033150000000000007 -0.078809999999999977
decision_type=2 2 2 2 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 9 -7 -8 -9 10 12 -12 -2 14 -1 -15 -17 21 19 20 -19 -16 -18 24 -23
right_child=2 -3 -4 -5 -6 6 7 8 -10 -11 11 -13 -14 15 17 16 22 18 -20 -21 -22 23 -24 -25 -26
leaf_value=-0.0030046510144676637 0.0067233407158487878 0.01523130985877188 -0.0059825552768483364 0.011414747241569038 0.010809528957367014 0.0066145339208622768 -0.0071317392767972724 0.0038705115018312524 -0.0023711808799688739 -0.0033513669831721619 -0.0050949551907300732 0.0052158529372112634 0.00015001975250515429 0.015606283805217259 0.010935432630035744 0.010085259942234142 6.1001901938818019e-05 -0.0020000210407180355 0.0088441469609862183 -0.0035224941629322577 0.006780062031166911 0.0058912488544030014 0.0066761450045451946 0.0089152050441419391 0.002572587629472167
leaf_weight=71 394 53 54 66 63 101 103 189 182 54 52 79 66 57 67 89 72 62 70 68 85 572 53 103 160
leaf_count=71 394 53 54 66 63 101 103 189 182 54 52 79 66 57 67 89 72 62 70 68 85 572 53 103 160
internal_value=0 0.00569917 0.00283081 0.00318493 0.00276018 0.00234304 0.000402911 -0.000916872 0.000803707 0.00406983 0.00475095 0.0011093 0.00578412 0.00536758 0.00481278 0.0079364 0.00588509 0.00528189 0.00291252 0.000972936 0.00306468 0.00602853 0.0028802 0.00563266 0.00516831
internal_weight=0 1582 1403 1349 1283 1220 575 474 371 645 591 131 460 1529 1258 271 214 1187 285 215 147 902 125 835 732
internal_count=2985 1582 1403 1349 1283 1220 575 474 371 645 591 131 460 1529 1258 271 214 1187 285 215 147 902 125 835 732
is_linear=0
shrinkage=0.16829


Tree=8232
num_leaves=27
num_cat=0
split_feature=4 12 13 12 0 43 15 4 15 43 13 12 0 52 13 0 15 0 13 12 4 13 13 15 0 13
split_gain=7.69977 2.34325 0.927035 0.807222 0.582777 0.573263 0.313502 0.268505 0.427899 0.257708 0.25873 0.254248 0.270422 0.220466 0.188072 0.165657 0.140515 0.131175 0.128462 0.116307 0.0718236 0.13916 0.0703356 0.160671 0.0397576 0.0179839
threshold=0.31392000000000003 0.056995000000000011 -0.27740999999999993 0.13936000000000001 -0.14867499999999997 -0.069824999999999984 -0.43091499999999999 -0.031159999999999997 -0.069034999999999985 -0.116045 -0.011809999999999999 0.091545000000000015 -0.11214999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.10147999999999999 0.062230000000000008 -0.028049999999999995 0.041960000000000004 0.083785000000000012 -0.082099999999999992 -0.00045499999999999995 0.076825000000000018 -0.013439999999999999 -0.091829999999999981 0.10474000000000001
decision_type=2 2 2 2 2 2 2 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 14 17 13 -4 -11 12 -6 -9 24 -8 22 -7 19 -14 -18 -22 23 -13 -2 -24
right_child=6 3 5 -5 11 7 15 8 -10 10 -12 16 18 -15 -16 -17 20 -19 -20 -21 21 -23 25 -25 -26 -27
leaf_value=0.0001627793111421215 0.00011728912617384941 0.0010899921461617213 0.00059920639440235357 0.00037309816646758178 0.00055222408892154258 0.00087467699245982777 0.00016502499963705455 0.0005327471133823265 0.00031491925618698936 0.00049083670710862472 0.00018886838705980868 0.00067483093645010145 0.00090209301727751836 0.00081962122579628963 0.00040994378749922622 -4.5418347595536133e-05 0.00084916063773466429 0.00065859122214004012 0.00095739368692275345 0.00077662838262567389 0.00076980245670004712 0.00058944725136094269 0.00079038885880001065 0.00047307317733531778 0.0002463854743527293 0.0006949494977878275
leaf_weight=73 53 58 58 60 53 64 86 60 52 59 66 290 92 59 64 77 77 63 53 963 229 61 55 52 54 54
leaf_count=73 53 58 58 60 53 64 86 60 52 59 66 290 92 59 64 77 77 63 53 963 229 61 55 52 54 54
internal_value=0 0.000701017 0.00050995 0.000751478 0.000762606 0.000562566 0.00016923 0.000652046 0.000565899 0.000416662 0.000331679 0.000752993 0.000784669 0.000675275 0.000268 6.5397e-05 0.000707992 0.000767762 0.000795756 0.000787603 0.000756667 0.000731987 0.000668304 0.000644257 0.00018277 0.00074343
internal_weight=0 2651 554 2097 2037 481 334 298 171 183 125 1979 1161 119 171 163 818 127 1108 1055 367 290 451 342 107 109
internal_count=2985 2651 554 2097 2037 481 334 298 171 183 125 1979 1161 119 171 163 818 127 1108 1055 367 290 451 342 107 109
is_linear=0
shrinkage=0.0032998


Tree=8233
num_leaves=30
num_cat=0
split_feature=1 1 12 147 10 3 1 12 12 3 52 14 0 3 402 3 0 0 1 51 133 52 12 16 133 0 16 50 52
split_gain=4.78146 0.764304 0.622006 0.344462 0.248436 0.230968 0.217763 0.276115 0.236544 0.226138 0.190389 0.141435 0.134832 0.159738 0.116775 0.135374 0.114433 0.107476 0.101867 0.089006 0.059462 0.0487238 0.0447315 0.035299 0.0458195 0.0339249 0.0238146 0.017751 0.0168362
threshold=0.10575500000000002 0.13546500000000003 0.085075000000000026 0.089245000000000005 -0.020369999999999996 0.10766000000000002 0.087545000000000026 0.085845000000000019 0.091625000000000012 -0.0037099999999999998 -0.22118499999999996 0.064610000000000015 -0.074679999999999983 0.10856000000000002 0.0064150000000000014 -0.086064999999999989 -0.07106999999999998 -0.071299999999999988 0.11706000000000001 0.097700000000000023 0.10784000000000001 0.008405000000000001 0.094045000000000004 0.052150000000000009 0.048240000000000005 -0.061204999999999989 -0.011694999999999999 0.091765000000000013 -0.015159999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 5 -3 6 8 9 11 -8 -4 14 13 -2 19 -16 -6 23 -12 -1 25 22 28 24 -10 -19 -14 -24 -9
right_child=1 4 10 -5 16 -7 7 21 17 -11 18 -13 26 -15 15 -17 -18 20 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30
leaf_value=0.00071567427000372979 0.0001785878978194205 3.6443439171618222e-06 0.00075349409684232242 0.000450807963733935 0.00015044029770421954 0.00048023029884715341 0.00041700493927597894 0.0007637208692328598 0.00067194397951478681 0.00066921892633713218 0.00062163335631448217 0.00089982042490785496 0.00038934782549297065 0.00038298283874149116 0.00092908207352795599 0.00074679278827565398 0.00034662081348759826 0.00062486890487373529 0.00041933556056157791 0.00085491278438461508 0.00068368163762830595 0.00077457063334336271 0.00058212044415420451 0.00061855993675707141 0.00076371178560490278 0.00050951383931245207 0.0004921103462401091 0.00066963168426139967 0.00068545375490319631
leaf_weight=872 77 53 60 63 54 52 88 57 131 71 56 66 56 93 73 125 84 52 56 56 65 74 63 53 130 75 54 61 115
leaf_count=872 77 53 60 63 54 52 88 57 131 71 56 66 56 93 73 125 84 52 56 56 65 74 63 53 130 75 54 61 115
internal_value=0 0.000371695 0.000445711 0.000693079 0.000196354 0.000699761 0.000704871 0.000645786 0.000723258 0.00052985 0.000602177 0.000748863 0.000349471 0.000290611 0.000739983 0.000814178 0.00027011 0.000662872 0.000520799 0.000724115 0.000600086 0.000695512 0.000675629 0.000701151 0.000717787 0.000557023 0.000440115 0.000625454 0.000711596
internal_weight=0 643 452 2342 191 2279 2227 529 1698 159 172 1192 280 170 1126 198 138 506 112 928 192 370 296 314 261 127 110 124 172
internal_count=2985 643 452 2342 191 2279 2227 529 1698 159 172 1192 280 170 1126 198 138 506 112 928 192 370 296 314 261 127 110 124 172
is_linear=0
shrinkage=0.0032998


Tree=8234
num_leaves=28
num_cat=0
split_feature=1 1 52 10 484 41 10 1 0 50 156 50 51 403 52 1 1 400 1375 403 130 403 15 15 15 475 403
split_gain=0.187229 0.128178 0.119198 0.149851 0.116583 0.0790111 0.115166 0.146267 0.0858022 0.111387 0.0745033 0.0716006 0.0681716 0.0677957 0.0734359 0.0620425 0.0683689 0.0462181 0.0407622 0.0399715 0.0506977 0.0402558 0.0346401 0.263924 0.127263 0.0245833 0.0207489
threshold=0.080320000000000016 0.076160000000000019 0.12432000000000001 1.0000000180025095e-35 0.057010000000000005 0.082980000000000012 -1.0000000180025095e-35 0.11829500000000003 -0.087284999999999988 0.10880500000000001 0.08573500000000002 -0.10146999999999999 0.082075000000000009 -0.011404999999999998 0.11330000000000001 0.10801000000000001 0.095085000000000017 -0.086844999999999992 -0.077354999999999993 -0.15148499999999998 0.0084900000000000028 -0.5335399999999999 1.0000000180025095e-35 -0.0058149999999999999 0.084845000000000018 -0.08538999999999998 0.0055000000000000005
decision_type=2 2 2 2 2 2 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 6 7 -2 12 -10 -6 -1 -8 14 17 16 -4 -13 -15 21 -21 -19 23 25 -24 -20 -26
right_child=2 -3 15 -5 10 -7 8 -9 9 -11 -12 13 -14 18 -16 -17 -18 19 22 20 -22 -23 24 -25 26 -27 -28
leaf_value=0.011320857814496236 0.0035494943301649638 0.013936541410219005 0.0053468502537583982 -0.004837116124943505 -0.0061758743522940486 0.0099488444253543317 0.0003698131389933937 -0.0076440431419986833 0.0062323275458647355 -0.0019837642523949529 0.0019757156680475872 0.0033030499007382389 0.0062923201746555362 0.0086735461684647394 0.0013813339161899924 0.0035084308649229903 0.013386985101532136 0.0096165693368217755 0.0015976117929357569 0.008232313201950836 0.013975329214302758 0.0036769734101319515 0.012597734406526619 -0.0067045543092297179 0.0028479788231866826 0.0050881674889746795 0.0058589244184919812
leaf_weight=58 75 53 63 75 60 52 237 59 435 52 67 59 72 62 60 97 59 56 67 159 62 80 60 65 170 462 109
leaf_count=58 75 53 63 75 60 52 237 59 435 52 67 59 72 62 60 97 59 56 67 159 62 80 60 65 170 462 109
internal_value=0 0.00577815 0.00310362 0.00243411 0.00292747 0.00354862 0.00318883 -0.0013656 0.00395778 0.00535136 -0.00186128 0.00549418 0.00175563 0.00526322 0.00692193 0.00671504 0.00924984 0.00771673 0.00446791 0.00844113 0.00985161 0.0061359 0.00418651 0.003404 0.00555232 0.00464947 0.00403074
internal_weight=0 1582 1403 1184 1109 982 930 134 796 487 127 1529 309 1471 476 219 122 416 995 357 221 136 933 594 339 529 279
internal_count=2985 1582 1403 1184 1109 982 930 134 796 487 127 1529 309 1471 476 219 122 416 995 357 221 136 933 594 339 529 279
is_linear=0
shrinkage=0.16829


Tree=8235
num_leaves=25
num_cat=0
split_feature=4 1210 1210 160 130 1211 475 1456 2 48 13 13 474 1 1 1 4 150 42 39 52 3 2 1
split_gain=0.177295 0.141218 0.108271 0.114932 0.0818481 0.0849786 0.0851783 0.108888 0.0800987 0.108092 0.0899353 0.0828465 0.0625376 0.0624667 0.121849 0.0921307 0.057675 0.0573541 0.0562321 0.0453019 0.035644 0.0356431 0.034212 0.0314409
threshold=-0.012014999999999998 -0.090429999999999996 -0.065674999999999983 -0.54243999999999992 0.085970000000000005 0.077725000000000016 -0.085024999999999989 -0.08588999999999998 0.12068000000000001 0.10971000000000002 -0.055229999999999994 -0.10373499999999998 0.091715000000000019 0.096035000000000023 0.087840000000000015 0.10482000000000001 0.50666500000000003 0.10294000000000002 -0.086319999999999994 0.087880000000000014 -0.16495999999999997 -0.012814999999999998 0.14019000000000004 0.099440000000000014
decision_type=2 2 2 2 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 20 -8 9 11 16 23 13 14 17 -15 -10 -13 -6 -17 -5 -16 -12 -2
right_child=8 2 3 4 18 -7 7 -9 10 -11 22 12 -14 15 21 19 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.0023048695101800061 0.01041429137560935 0.012898933248045702 0.01317898064634794 0.0059411988922298421 0.011160331386816715 0.0093996541307418587 0.01098591086377881 0.0034046466428956949 -0.00010789400085192433 0.010501728299326118 0.0068555301174344427 0.0032890645324813194 -0.0029756890600633667 -0.0047280380867965825 0.005813433772107207 0.0043525127133942822 -0.0071128459094902214 -0.0025333681248331345 0.0043359620230470092 -0.0013106824156779626 0.011782137632258473 0.012082999107829017 0.00073671030933963346 0.0045307312500830694
leaf_weight=64 53 58 53 70 102 102 57 989 94 58 53 470 55 67 53 126 52 53 53 58 54 53 52 53
leaf_count=64 53 58 53 70 102 102 57 989 94 58 53 470 55 67 53 126 52 53 53 58 54 53 52 53
internal_value=0 0.0054208 0.00574345 0.00546182 0.00517394 0.00472599 0.00431701 0.00381949 0.00279887 0.00341842 7.90654e-05 0.00302204 0.00251365 0.00285877 0.00375501 0.000605678 -0.00261511 0.00269559 0.00883843 0.00255761 0.00849932 0.00896517 0.00384237 0.00748946
internal_weight=0 1602 1538 1480 1427 1272 1170 1046 1350 1099 251 1041 935 880 629 251 146 523 155 184 124 106 105 106
internal_count=2952 1602 1538 1480 1427 1272 1170 1046 1350 1099 251 1041 935 880 629 251 146 523 155 184 124 106 105 106
is_linear=0
shrinkage=0.16829


Tree=8236
num_leaves=27
num_cat=0
split_feature=4 2 12 2 39 11 4 2 2 4 12 2 4 0 16 2 0 43 1211 43 0 43 12 12 16 160
split_gain=8.2369 3.72233 1.26607 0.92475 0.658099 0.485405 0.456648 0.454916 0.930562 0.609272 0.332967 0.328243 0.28528 0.279762 0.241771 0.223294 0.149596 0.132675 0.132494 0.102674 0.0999431 0.0797605 0.0522938 0.0392988 0.0280366 0.0722302
threshold=0.31392000000000003 0.12068000000000001 0.056995000000000011 0.15305000000000002 0.088025000000000006 1.0000000180025095e-35 0.0063750000000000013 0.099965000000000012 0.072175000000000017 -0.0046399999999999992 0.087135000000000004 0.13775000000000001 -0.082619999999999985 -0.057749999999999989 0.11702000000000001 0.090990000000000015 -0.105195 0.054875000000000007 0.077725000000000016 -0.018369999999999997 -0.13619499999999998 0.034420000000000006 -0.082654999999999992 0.092855000000000007 -0.38959499999999997 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 13 11 6 14 8 9 -1 -7 16 -10 -3 17 -14 -2 19 -19 -4 -9 24 -6 -16 -8 -26
right_child=4 3 5 -5 22 10 21 20 12 -11 -12 -13 15 -15 23 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27
leaf_value=0.00043001491194690774 0.00069848606300307434 0.00053565688986857555 0.0010633920176926943 0.00016407374826399532 0.00028234077959431332 0.0014308740389550652 0.00094787145758995668 0.00060013871137951406 0.0012547063361369691 0.00091119634233373739 0.001112259968707731 0.00029847150587162836 0.0010814893041601182 0.00084512119928422736 0.00098927991366876914 0.00080873282753424159 0.0004916234483170333 0.00092843757684865798 0.0011105213989193591 0.0011306033670691492 0.00078651064208373669 0.0010279066565044197 0.00013591515927546376 0.00088155215856227428 0.00095642780234895565 0.00080611098772816984
leaf_weight=54 84 70 784 54 55 57 66 67 59 62 102 52 89 60 91 54 73 131 70 399 64 57 54 80 58 106
leaf_count=54 84 70 784 54 55 57 66 67 59 62 102 52 89 60 91 54 73 131 70 399 64 57 54 80 58 106
internal_value=0 0.000980948 0.00101496 0.000527901 0.000418525 0.00105057 0.00103535 0.000856178 0.000923924 0.000687502 0.0012267 0.000527045 0.00105952 0.000678758 0.00105781 0.000978737 0.000602526 0.00107245 0.000992025 0.00108609 0.00069146 0.000913507 0.000210123 0.000939087 0.000885002 0.000859487
internal_weight=0 2634 2450 184 318 2001 1842 449 318 116 159 209 202 130 1555 143 157 1384 201 1183 131 287 109 171 230 164
internal_count=2952 2634 2450 184 318 2001 1842 449 318 116 159 209 202 130 1555 143 157 1384 201 1183 131 287 109 171 230 164
is_linear=0
shrinkage=0.0032998


Tree=8237
num_leaves=20
num_cat=0
split_feature=43 3 4 42 51 1210 51 448 457 1210 3 43 12 159 2 4 3 2 2
split_gain=0.276994 0.130618 0.101434 0.120791 0.107926 0.0963691 0.088195 0.104158 0.161059 0.0767506 0.0631054 0.115354 0.456959 0.0801874 0.0616893 0.0516923 0.0535745 0.0384999 0.0263099
threshold=-0.50775499999999985 0.30863500000000005 -0.047714999999999987 0.093535000000000021 -0.26960999999999996 -0.090429999999999996 -0.10364499999999999 -0.063044999999999976 0.10412500000000001 -0.065674999999999983 -0.0075749999999999993 -0.007069999999999999 0.084885000000000002 0.083800000000000027 0.12141500000000001 0.24099500000000004 -0.073309999999999986 0.14253500000000002 0.099185000000000009
decision_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 -2 -6 -8 -9 -7 11 13 -13 -11 15 16 -5 -3 -12
right_child=1 17 3 14 6 9 7 8 -10 10 18 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.016394556513123396 -0.0010765744169234214 0.0011679612818676188 -0.0030835806399251453 5.3272441898347762e-05 0.0099969370545328531 0.011872070922081561 -0.0025034484965872086 0.003907986564881844 0.012976504037215248 0.0071356667758145443 0.011797887793361371 -0.011011905230999311 0.0050655025385277688 0.00029507346529601837 -0.0030685208861050183 -0.0025367975074982326 0.0064954296754015095 -0.0048634082447581465 0.0064742899059920568
leaf_weight=52 62 70 57 67 75 55 65 983 59 533 57 58 364 54 102 52 82 52 53
leaf_count=52 62 70 57 67 75 55 65 983 59 533 57 58 364 54 102 52 82 52 53
internal_value=0 0.00399035 0.0042272 0.00331371 0.0040504 0.00536539 0.00439595 0.00401485 0.00442319 0.00570712 0.00540251 0.00498136 0.00285155 0.00650944 0.000295364 0.00201135 0.00361068 -0.00138806 0.00924921
internal_weight=0 2900 2778 1542 1239 1236 1182 1107 1042 1174 1119 1009 422 587 303 201 149 122 110
internal_count=2952 2900 2778 1542 1239 1236 1182 1107 1042 1174 1119 1009 422 587 303 201 149 122 110
is_linear=0
shrinkage=0.16829


Tree=8238
num_leaves=18
num_cat=0
split_feature=43 123 2 0 0 4 1429 3 42 3 2 3 2 1210 43 4 43
split_gain=0.191518 0.101717 0.102977 0.119698 0.0972607 0.0892078 0.10856 0.106934 0.102363 0.0930053 0.0852965 0.0712138 0.106177 0.082991 0.0596185 0.0545562 0.0794081
threshold=-0.50775499999999985 0.10832000000000001 0.14870000000000003 -0.057749999999999989 -0.18713499999999997 -0.047714999999999987 0.079110000000000014 -0.0082999999999999984 -0.089659999999999976 -0.14954999999999999 0.096780000000000019 -0.090889999999999985 0.10334500000000001 -0.084114999999999981 -0.095964999999999981 0.0072100000000000003 -0.073404999999999984
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 10 6 11 8 14 -10 -2 12 -6 -13 -7 -9 -17
right_child=1 -3 3 -5 5 7 -8 15 9 -11 -12 13 -14 -15 -16 16 -18
leaf_value=0.013635520128399714 0.0036577064899957316 -0.0037681869577416058 0.0044039814256826614 -0.0065765744052280507 0.0034146750778541153 0.012064863279674551 0.011466136139164099 -0.0054475176827037362 -0.0033580526325186376 0.0030262322513131268 0.011310712051411065 -0.00091941346578793914 -0.0046831459070852894 0.0053605742219074576 0.0043134485321803633 -0.0047280956510922373 0.0031744359727000431
leaf_weight=52 81 56 52 61 232 53 60 56 69 965 86 64 57 781 62 53 112
leaf_count=52 81 56 52 61 232 53 60 56 69 965 86 64 57 781 62 53 112
internal_value=0 0.00331923 0.00345942 -0.00150768 0.0036656 0.00340802 0.0044732 0.00247837 0.00313079 0.00259846 0.00760953 0.00410162 0.00181131 0.0048828 0.00790146 -0.00090549 0.000625159
internal_weight=0 2900 2844 113 2731 2564 1194 1370 1149 1034 167 1134 289 845 115 221 165
internal_count=2952 2900 2844 113 2731 2564 1194 1370 1149 1034 167 1134 289 845 115 221 165
is_linear=0
shrinkage=0.16829


Tree=8239
num_leaves=22
num_cat=0
split_feature=1 2 52 4 2 14 2 0 1 2 49 0 42 0 2 13 52 1 2 0 0
split_gain=6.48227 1.63485 1.00582 0.608492 0.593227 0.513689 0.513685 0.328392 0.326578 0.763338 0.24672 0.243013 0.236609 0.18519 0.169379 0.253015 0.185491 0.14794 0.114292 0.110896 0.0421727
threshold=0.10575500000000002 0.13554000000000002 -0.40011499999999994 0.27258000000000004 0.11366500000000002 0.073890000000000011 0.25063000000000007 -0.13409999999999997 0.12381000000000002 1.0000000180025095e-35 0.10322500000000003 -0.074504999999999988 0.079890000000000017 -0.06612999999999998 0.091235000000000024 -0.09219999999999999 0.39985000000000009 0.085720000000000005 -1.0000000180025095e-35 -0.16926499999999997 -0.080634999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 7 11 17 9 13 14 -3 -6 -4 15 -9 -16 -1 -10 -11 -12
right_child=1 6 8 -5 12 -7 -8 10 18 19 20 -13 -14 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=0.00089703964204017501 0.0010319034528534421 0.00020843454340522952 0.00095577956484358989 0.00055127681622346345 0.00057287395708357212 0.0011751890150749518 -9.7261083557457658e-06 0.0011166527230509204 0.00034838423652597088 0.00058457586764214383 0.00072274069423201371 0.00050739463088913313 0.00082951611487972778 0.0006882298022758297 0.00085836438566761083 0.00094308611979297956 0.0010397500142320106 0.00066941042965994754 0.0005468056268358259 0.00039488521184564024 0.00085136716813507499
leaf_weight=52 59 54 64 53 71 87 55 102 75 59 67 67 91 53 437 1150 74 84 57 83 58
leaf_count=52 59 54 64 53 71 87 55 102 75 59 67 67 91 53 437 1150 74 84 57 83 58
internal_value=0 0.000524047 0.00062956 0.000902485 0.000910659 0.000925484 0.000254068 0.000914733 0.000568758 0.000637132 0.000926098 0.000374266 0.000717255 0.000834883 0.000936245 0.000957255 0.000884701 0.000756704 0.000434333 0.000473948 0.000782705
internal_weight=0 626 450 2326 2273 2111 176 2024 391 259 1888 121 162 117 1763 1252 511 136 132 142 125
internal_count=2952 626 450 2326 2273 2111 176 2024 391 259 1888 121 162 117 1763 1252 511 136 132 142 125
is_linear=0
shrinkage=0.0032998


Tree=8240
num_leaves=34
num_cat=0
split_feature=1 4 12 13 2 2 4 1 4 150 2 1453 13 2 15 160 15 12 1 12 2 160 2 12 4 15 402 2 402 2 42 42 4
split_gain=7.71851 1.59459 1.58057 1.07492 0.637237 0.567744 0.37309 0.364943 0.339526 0.209952 0.208461 0.180146 0.167926 0.166856 0.196212 0.215883 0.181099 0.127453 0.126899 0.149576 0.145206 0.139211 0.130337 0.111175 0.0745983 0.100752 0.0733833 0.121855 0.0934685 0.0578615 0.0557701 0.0468799 0.0316829
threshold=0.10123500000000001 0.27420500000000009 -1.0000000180025095e-35 -0.095139999999999988 0.092155000000000015 -0.054704999999999997 -0.011209999999999999 0.12895500000000001 -0.081579999999999986 0.082965000000000025 0.11504500000000002 -0.079219999999999985 -0.018299999999999997 0.11366500000000002 0.062230000000000008 1.0000000180025095e-35 -0.047859999999999993 -0.083979999999999985 0.084955000000000017 0.08598500000000002 0.086545000000000025 -0.077459999999999987 0.084565000000000015 0.092755000000000018 0.052250000000000012 -0.0070899999999999991 -0.0087199999999999986 0.088905000000000026 -0.093879999999999991 0.084045000000000022 0.08511500000000001 0.088875000000000023 -0.071659999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 -4 5 -1 -2 10 -5 13 -3 -7 -10 14 15 24 -15 -9 19 22 21 -20 29 -16 25 -6 28 -28 -21 -13 -24 -23 -25
right_child=1 7 3 8 9 11 -8 17 12 -11 -12 18 -14 16 23 -17 -18 -19 20 26 -22 31 30 32 -26 -27 27 -29 -30 -31 -32 -33 -34
leaf_value=0.00062525715296048547 0.00016657721260669581 0.00060973595827869579 0.00038630545024596891 0.0010513778533609158 0.00088587110760452641 0.001168899983591103 0.00052284507099204815 0.00034268703539882444 0.00089700943326223386 0.0006532551916254431 0.00036252206680051927 0.0010045726411911208 0.0006894663473796717 0.00087473037393394142 0.0011089873465767121 0.00097417454091023193 0.00064149577365620449 0.00014327395826627749 0.00080933905030744751 0.00097027954477331131 0.00075624452484060207 0.0010172250362343654 0.001049701969628248 0.00086367706299378616 0.00068842935098695711 0.00072166847900014181 0.0010167099813320792 0.00089564781586534117 0.00076656888993190976 0.00086491310344709326 0.0011621812845210935 0.00093036191391308995 0.00098009931100557536
leaf_weight=53 62 62 60 84 113 52 67 62 88 60 96 110 87 76 53 98 73 82 72 52 54 154 200 60 64 69 252 153 52 53 74 153 61
leaf_count=53 62 62 60 84 113 52 67 62 88 60 96 110 87 76 53 98 73 82 72 52 54 154 200 60 64 69 252 153 52 53 74 153 61
internal_value=0 0.000535588 0.000660601 0.00078533 0.000923112 0.000962489 0.000351889 0.000350022 0.000877632 0.000842684 0.000459753 0.000974954 0.000794032 0.000859671 0.000888072 0.000841665 0.000760698 0.000229377 0.000967615 0.000989527 0.000919661 0.000942852 0.00103522 0.000979618 0.000788734 0.000823812 0.00095023 0.000971062 0.000868763 0.000959378 0.00108021 0.00097405 0.00092266
internal_weight=0 750 448 319 2211 1484 129 302 259 727 158 1431 175 667 518 344 149 144 1379 946 433 379 437 174 246 182 509 405 104 163 274 307 121
internal_count=2961 750 448 319 2211 1484 129 302 259 727 158 1431 175 667 518 344 149 144 1379 946 433 379 437 174 246 182 509 405 104 163 274 307 121
is_linear=0
shrinkage=0.0032998


Tree=8241
num_leaves=28
num_cat=0
split_feature=1 52 1 0 1 52 0 47 40 1453 50 52 13 50 39 50 394 0 0 159 52 1 401 150 52 52 52
split_gain=10.0247 1.90796 0.873539 0.696304 0.466741 0.378143 0.347201 0.345544 0.212607 0.204628 0.17587 0.161287 0.14764 0.181923 0.145253 0.144937 0.141933 0.119181 0.241302 0.115858 0.152079 0.324442 0.103949 0.0955205 0.0918703 0.10641 0.0378512
threshold=0.10331000000000003 -0.34918499999999997 0.12646500000000002 -0.076734999999999984 0.092695000000000013 0.12484500000000003 -0.095724999999999991 0.078345000000000012 -0.025204999999999995 -0.079499999999999987 0.083800000000000013 0.053330000000000009 -0.086254999999999984 0.11657000000000002 0.086040000000000019 0.11248000000000001 1.0000000180025095e-35 -0.13619499999999998 -0.10594499999999998 0.10369500000000002 -0.4387299999999999 0.080320000000000016 0.078330000000000025 0.081245000000000026 0.029970000000000007 0.10400000000000002 0.090885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 9 7 -6 14 -4 -1 19 -10 17 16 23 -12 22 -11 -19 20 -5 24 -14 -3 -22 -26 -20
right_child=1 2 8 10 6 -7 -8 -9 11 12 15 -13 13 -15 -16 -17 -18 18 26 -21 21 -23 -24 -25 25 -27 -28
leaf_value=0.0011167615414152765 0.0008401915140351969 0.00030662764467347743 6.2772951754013059e-05 0.00083762669468502116 0.00055430819560153496 0.00068610624268519683 0.00087095912349813222 0.00057806749689941509 0.00018417901565945667 0.0011092718034993458 0.00097671219887550897 0.00041194007217590915 0.0008710264445186915 0.00069093603471281776 0.00018841722264597449 0.00075281152145413772 0.0010497212017393043 0.00072557775216754638 0.00099139708896169845 0.00085678574198993639 0.00064788021066184678 0.00046965567641032979 0.00099524758361759728 0.00047481177681882574 0.00087945204594591414 0.00070045759288368641 0.00088701514479955332
leaf_weight=52 95 88 95 81 74 58 79 81 100 52 68 52 863 53 62 63 61 52 241 70 96 67 85 66 69 84 54
leaf_count=52 95 88 95 81 74 58 79 81 100 52 68 52 863 53 62 63 61 52 241 70 96 67 85 66 69 84 54
internal_value=0 0.000405341 0.00033666 0.000858022 0.000892816 0.000441581 0.000718038 0.00039371 0.000185719 0.000910466 0.000761032 0.000262329 0.0009031 0.000882345 0.000324413 0.000869304 0.000892364 0.000958254 0.000935522 0.000730585 0.000708244 0.000674968 0.000882202 0.000378935 0.000730071 0.000781411 0.000972409
internal_weight=0 697 602 2264 1666 355 153 297 247 1513 598 152 1461 1062 216 131 1009 399 347 467 397 316 948 154 249 153 295
internal_count=2961 697 602 2264 1666 355 153 297 247 1513 598 152 1461 1062 216 131 1009 399 347 467 397 316 948 154 249 153 295
is_linear=0
shrinkage=0.0032998


Tree=8242
num_leaves=21
num_cat=0
split_feature=15 10 123 15 48 13 13 15 48 15 42 13 15 15 13 133 13 481 13 15
split_gain=3.18017 1.17368 0.879878 0.607006 0.46607 0.33252 0.326477 0.217423 0.196073 0.145852 0.133865 0.127045 0.107611 0.143026 0.0659339 0.060179 0.0728355 0.0681649 0.0469848 0.0176893
threshold=-0.26361999999999991 -0.11133 1.0000000180025095e-35 0.062230000000000008 0.12036500000000001 -0.17030499999999998 -0.083709999999999993 -0.18498499999999998 0.089775000000000008 0.11447500000000001 0.087665000000000007 -0.098524999999999988 -0.43091499999999999 -0.50173499999999993 -0.049204999999999992 0.11524500000000001 -0.052124999999999998 -0.081554999999999989 -0.011334999999999998 0.120215
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 -3 10 -8 18 11 -7 -5 13 -1 19 17 -17 -13 -4 -11
right_child=1 2 8 9 -6 6 7 -9 -10 14 -12 15 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.00026948069122032268 0.00025655293735286656 0.00051512566781924658 0.00065950714443839455 0.00099134935127434131 0.0004488010715910254 0.00085865161551345942 0.00091368736354022434 0.00069176222625183872 0.00033866958938194201 0.00073754462901151261 0.00070504822455448677 0.0009577374886462147 0.00020763840878993916 0.000466601598312061 0.00065999398955391103 0.00070250688083410258 0.00082760405392464167 0.0008290613102190492 0.00051808676546240046 0.00083211696955631201
leaf_weight=81 56 79 52 54 71 273 52 873 53 54 84 53 64 82 85 95 126 558 59 57
leaf_count=81 56 79 52 54 71 273 52 873 53 54 84 53 64 82 85 95 126 558 59 57
internal_value=0 0.000730313 0.000740207 0.000755512 0.000710749 0.000724388 0.000737256 0.000704276 0.000505375 0.000814722 0.000822608 0.000833032 0.000323562 0.000368862 0.000731776 0.000822714 0.000773989 0.000840281 0.000584655 0.000786426
internal_weight=0 2734 2678 2514 1432 1361 1282 925 164 1082 357 886 227 163 196 832 221 611 111 111
internal_count=2961 2734 2678 2514 1432 1361 1282 925 164 1082 357 886 227 163 196 832 221 611 111 111
is_linear=0
shrinkage=0.0032998


Tree=8243
num_leaves=29
num_cat=0
split_feature=4 12 3 9 3 4 4 4 3 0 3 39 150 3 1375 12 160 43 3 12 4 3 13 13 0 52 0 42
split_gain=8.1576 3.2254 0.92824 0.681076 0.65913 0.49075 0.537994 0.460619 0.386804 0.321079 0.289139 0.343847 0.257432 0.211966 0.196502 0.17721 0.172134 0.126321 0.201052 0.131151 0.124701 0.0968373 0.0763444 0.057805 0.0445429 0.0462104 0.0490954 0.0286275
threshold=0.31392000000000003 1.0000000180025095e-35 0.28833000000000003 -1.0000000180025095e-35 -0.072649999999999978 -0.054114999999999989 -0.005814999999999999 0.036605000000000006 -0.14954999999999999 -0.045139999999999993 0.093925000000000022 0.084720000000000004 0.081245000000000026 0.083395000000000011 -0.07520499999999998 0.087995000000000004 -0.076219999999999996 -0.16878999999999997 -0.14186499999999996 0.084065000000000015 0.50666500000000003 -0.18945499999999996 0.24450500000000003 -0.074869999999999978 -0.095724999999999991 0.40342500000000009 -0.064509999999999984 -0.010034999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 13 -7 14 -2 24 11 -8 16 -5 -3 -9 -10 22 21 -20 -18 -19 -16 -17 -6 26 -26 -25
right_child=8 4 -4 5 9 6 10 15 12 -11 -12 -13 -14 -15 17 23 20 18 19 -21 -22 -23 -24 27 25 -27 -28 -29
leaf_value=0.00068569480480312446 0.00089613450648563418 0.0015244066824491246 0.0006115647163418245 0.0010734022486342523 0.0012737740658566397 0.00078898024659755672 0.0013333849082719886 0.0013355543202421413 0.00067981074190111052 0.00090112526889830067 0.00090195734935174013 0.0010190748511651488 0.00079026576624331734 0.0013430137658360713 0.0011092927539777182 0.0010395259215185094 0.0005763406641487958 0.0013704734310947947 0.0014171425434071749 0.0012983882223591388 0.00037082898577721964 0.0015645452822633575 0.0012910469064725686 0.0011035867258268705 0.0010644437800502401 0.0012410142140424343 0.0012035201559052776 0.0012260813669428433
leaf_weight=53 58 52 62 52 54 88 76 52 64 55 61 79 58 90 54 77 63 75 119 1146 69 52 57 52 79 58 53 53
leaf_count=53 58 52 62 52 54 88 76 52 64 55 61 79 58 90 54 77 63 75 119 1146 69 52 57 52 79 58 53 53
internal_value=0 0.00121616 0.000993739 0.00104115 0.0012759 0.00108331 0.00100789 0.0013 0.000651784 0.00113158 0.00109692 0.00117342 0.000595849 0.00124453 0.00132071 0.00116225 0.000538138 0.00131364 0.00132244 0.00130959 0.000469181 0.00145021 0.00120294 0.00111254 0.00118339 0.00115751 0.00112055 0.00116575
internal_weight=0 2649 561 499 2088 446 304 1789 312 299 216 155 254 142 1555 234 196 1503 1392 1265 132 127 111 182 244 190 132 105
internal_count=2961 2649 561 499 2088 446 304 1789 312 299 216 155 254 142 1555 234 196 1503 1392 1265 132 127 111 182 244 190 132 105
is_linear=0
shrinkage=0.0032998


Tree=8244
num_leaves=35
num_cat=0
split_feature=1 15 2 51 1374 12 2 481 481 133 2 15 52 15 12 15 133 52 49 43 43 49 124 12 43 12 49 2 15 12 1 15 2 133
split_gain=0.187109 0.146226 0.139042 0.12689 0.108659 0.0802707 0.079818 0.135129 0.117749 0.116666 0.0827305 0.135453 0.0877007 0.0744884 0.126826 0.0961737 0.133068 0.137218 0.106442 0.0722494 0.0702629 0.0685343 0.0647847 0.0842533 0.061543 0.0588753 0.0539708 0.051526 0.0453973 0.0414591 0.0357777 0.0343206 0.0340975 0.0268413
threshold=0.098715000000000011 -0.040504999999999992 1.0000000180025095e-35 1.0000000180025095e-35 0.086000000000000007 0.085785000000000014 0.088905000000000026 -0.087424999999999989 -0.08130999999999998 -0.020429999999999997 0.084360000000000004 0.088645000000000015 -0.069499999999999992 0.094410000000000008 0.093670000000000017 -0.011484999999999999 0.088155000000000011 0.013340000000000001 0.091255000000000017 -0.079409999999999994 -0.0073499999999999998 0.096505000000000021 -0.048219999999999992 0.098785000000000012 -1.0000000180025095e-35 0.086535000000000015 0.059130000000000009 0.097300000000000011 0.084535000000000013 0.088745000000000004 0.12122500000000001 0.085665000000000005 0.094580000000000011 0.099765000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 22 28 6 19 7 -1 -9 20 11 -11 -12 15 -15 18 17 32 24 -4 -10 -20 -2 -24 25 -8 30 -23 29 -3 -21 -22 -17 -16
right_child=1 3 5 -5 -6 -7 13 8 9 10 12 -13 -14 14 33 16 -18 -19 21 26 31 27 23 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35
leaf_value=-0.00079386815447832009 0.00058944988663830729 0.0098084557767739115 -0.0037646365476190703 0.014286315245494969 0.014371055698296277 -0.0060878903045919024 0.014863933235537244 0.015423552811624422 0.014400089143709643 0.0024777755212118157 0.012888781027597733 0.0090534355536603245 0.0067457221112336404 0.014319286340827691 0.0031583539034926804 -0.0004019327130115236 0.0077207206541077145 -0.0078582113871091021 -0.0017808287459691 0.0031832343997122525 0.011347425504665876 0.0013787586734885116 0.010201897871344831 0.0024135352792564262 0.0036768680145274173 0.0080559923935788341 0.0065087519376833833 0.0068922154539302494 0.0014312337602061681 0.0035384816140066294 -0.0022172956396636027 0.0068909015490472092 0.0055781102540131159 0.0078556272354034819
leaf_weight=53 59 67 65 55 52 52 53 56 86 266 87 134 284 66 76 54 73 54 53 77 83 75 100 66 56 120 69 138 65 56 63 129 53 66
leaf_count=53 59 67 65 55 52 52 53 56 86 266 87 134 284 66 76 54 73 54 53 77 83 75 100 66 56 120 69 138 65 56 63 129 53 66
internal_value=0 0.00371611 0.00219475 0.00715839 0.00674202 -2.07005e-05 0.0065536 0.00747959 0.00787095 0.00747363 0.00637451 0.00468511 0.00819112 0.00538754 0.00820756 0.00458046 0.00175815 -0.000934211 0.00591101 0.00112418 0.0103113 0.00360958 0.00541268 0.00711614 0.00857644 0.010152 0.00265322 0.00495929 0.00506354 0.00696844 0.000740163 0.00864415 0.00254335 0.00535425
internal_weight=0 794 551 243 2167 326 2115 1178 1125 1069 771 400 371 937 208 729 234 161 495 274 298 266 225 166 229 173 209 213 188 123 140 212 107 142
internal_count=2961 794 551 243 2167 326 2115 1178 1125 1069 771 400 371 937 208 729 234 161 495 274 298 266 225 166 229 173 209 213 188 123 140 212 107 142
is_linear=0
shrinkage=0.16829


Tree=8245
num_leaves=14
num_cat=0
split_feature=48 1209 3 51 13 40 0 16 0 13 43 457 0
split_gain=0.438063 0.138333 0.102633 0.154143 0.128864 0.136176 0.103592 0.0991022 0.0874219 0.0892338 0.108806 0.0823151 0.0564414
threshold=0.13991500000000004 -0.080379999999999993 0.099330000000000016 -0.078689999999999982 -0.15569499999999997 0.0023950000000000004 -0.14043999999999998 -0.49057499999999993 -0.17127999999999996 -0.098524999999999988 0.084740000000000024 -0.064024999999999985 -0.073254999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 8 7 -5 -6 10 -10 -11 -8
right_child=-2 2 3 6 5 -7 12 -9 9 11 -12 -13 -14
leaf_value=0.013022410246397382 -0.0092112074003352015 -0.0028737775734385537 -0.0059652541170990428 0.00247372319754537 0.010716003448334909 -0.002554415516205959 -0.0030718432694990952 0.012914757139340089 0.015128180344539319 0.0088677679801788395 0.0044645064855125503 0.0048910461414252305 0.0042953878703006036
leaf_weight=61 62 54 57 52 92 59 62 52 58 160 52 2084 56
leaf_count=61 62 54 57 52 92 59 62 52 58 160 52 2084 56
internal_value=0 0.00507526 0.00490381 0.00182892 0.00523835 0.00541394 0.00383822 0.00771152 0.00560688 0.00540644 0.0101035 0.00517539 0.000409245
internal_weight=0 2899 2838 279 2559 2505 222 104 2446 2354 110 2244 118
internal_count=2961 2899 2838 279 2559 2505 222 104 2446 2354 110 2244 118
is_linear=0
shrinkage=0.16829


Tree=8246
num_leaves=21
num_cat=0
split_feature=4 13 48 123 16 13 4 0 150 0 0 475 16 0 131 4 159 16 4 157
split_gain=7.67487 1.72265 1.41893 1.04672 0.359423 0.36237 0.338018 0.399412 0.242157 0.220713 0.192138 0.152091 0.149314 0.120054 0.102236 0.10219 0.0986266 0.0897838 0.0799431 0.0341165
threshold=0.31392000000000003 -0.27740999999999993 0.13512500000000002 1.0000000180025095e-35 -0.066844999999999988 -0.077274999999999996 -0.47860499999999995 -0.034759999999999992 0.083205000000000015 -0.14043999999999998 -0.036459999999999992 -0.079569999999999988 -0.40430999999999989 -0.094139999999999988 0.087580000000000005 0.42405000000000009 0.092745000000000008 -0.0062949999999999994 0.22276500000000002 -0.022224999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 11 19 -8 16 15 12 17 -11 -5 -13 -2 18 -6 -3 -7
right_child=9 2 -4 13 5 6 7 -9 -10 10 -12 14 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00039293662130128351 0.00032629183006364497 0.00093813833544014737 0.00032040572135341304 0.0006912417425576408 0.00092039583038054542 0.0010211120782926174 0.00078880039463979554 0.00048410916910850556 0.00073863678847404168 7.8100746130860358e-05 0.00037171008206790415 0.00089952378694885683 0.00030182951344115086 0.00048639545052174294 0.00074508571083713626 0.00052940879224878782 0.0010763876201664603 0.00109603001375377 0.00080031586346461915 0.00090125227857720694
leaf_weight=91 58 942 53 58 69 53 539 52 72 83 79 327 54 72 58 53 57 67 52 72
leaf_count=91 58 942 53 58 69 53 539 52 72 83 79 327 54 72 58 53 57 67 52 72
internal_value=0 0.000839751 0.000855727 0.000867107 0.000883014 0.000843891 0.000795324 0.000762051 0.000926077 0.00030358 0.000241744 0.000910569 0.000166543 0.000578059 0.000876349 0.000423593 0.000938884 0.00100718 0.000930964 0.000952355
internal_weight=0 2634 2543 2490 2360 1237 716 591 1123 327 216 521 137 130 385 111 1051 136 994 125
internal_count=2961 2634 2543 2490 2360 1237 716 591 1123 327 216 521 137 130 385 111 1051 136 994 125
is_linear=0
shrinkage=0.0032998


Tree=8247
num_leaves=31
num_cat=0
split_feature=1 1 12 15 3 3 3 0 49 15 1 12 12 43 3 15 15 0 13 483 13 15 12 48 1208 12 1447 0 0 133
split_gain=11.8412 1.70866 1.39239 0.647276 1.08115 0.57248 0.373482 0.376318 0.319259 0.346632 0.269968 0.345977 0.227451 0.227257 0.225924 0.222123 0.209437 0.169136 0.145078 0.132887 0.116145 0.114539 0.108788 0.0903849 0.080901 0.0788432 0.0496917 0.0441997 0.0362662 0.00852705
threshold=0.10398500000000001 0.12700000000000003 0.085075000000000026 0.037885000000000009 -0.13392999999999997 0.10265000000000001 -0.11151499999999999 -0.060094999999999989 -0.032624999999999994 -0.19153499999999998 0.093435000000000004 0.092085000000000014 0.083535000000000012 -0.073079999999999992 -0.012504999999999997 -0.015824999999999995 0.097415000000000015 -0.089704999999999993 -0.073724999999999985 -0.089349999999999985 -0.040229999999999995 -0.12776499999999999 0.108115 0.08790000000000002 0.080860000000000015 0.096535000000000024 -0.080344999999999986 -0.079684999999999992 -0.082404999999999992 0.099765000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 5 -5 6 7 -1 -3 13 11 19 -6 -10 -2 18 24 -12 -4 -8 27 -21 25 -16 26 -13 -14 -18 -28 -29
right_child=1 8 15 4 12 -7 10 -9 9 -11 17 22 16 -15 23 -17 20 -19 -20 21 -22 -23 -24 -25 -26 -27 28 29 -30 -31
leaf_value=0.0013561423661496244 0.00069220854926091392 0.00043167437695915595 0.001003492238977244 0.0018621076552012268 0.0015849791689096094 0.00096461635804732623 0.0015644185652184891 0.001011168326527478 0.00045311859714126902 0.00091518782559958396 0.0010443715284543706 0.0012734467350632743 0.001299184933000648 0.00072773043364006505 0.00097036379309067063 0.0013859449541333551 0.0012546044783175135 0.0013164615859006235 0.0012515786562550921 0.0014949913714481129 0.001156905598061263 0.0013661307949559157 0.0013534488079271639 0.00081115737706422648 0.0015402853783468915 0.0011202321126227511 0.00143611328492507 0.0014153341330835057 0.0013775687633877118 0.0013332814770861249
leaf_weight=62 82 57 52 57 65 52 52 81 55 64 52 84 60 85 101 61 59 52 56 95 57 549 82 70 52 77 296 59 281 54
leaf_count=62 82 57 52 57 65 52 52 81 55 64 52 84 60 85 101 61 59 52 56 95 57 549 82 70 52 77 296 59 281 54
internal_value=0 0.000861837 0.000991795 0.00135736 0.00141844 0.00130602 0.00132096 0.00116098 0.000651578 0.000712848 0.00134286 0.00136077 0.00139268 0.000620099 0.00083644 0.00122416 0.00137903 0.00118076 0.00113246 0.00139864 0.00129071 0.00138519 0.00125218 0.000905398 0.00140833 0.00120039 0.0013975 0.00133485 0.00140766 0.00137643
internal_weight=0 683 422 2278 1040 1238 1186 143 261 204 1043 939 983 140 253 169 918 104 108 696 229 644 243 171 689 161 637 172 577 113
internal_count=2961 683 422 2278 1040 1238 1186 143 261 204 1043 939 983 140 253 169 918 104 108 696 229 644 243 171 689 161 637 172 577 113
is_linear=0
shrinkage=0.0032998


Tree=8248
num_leaves=18
num_cat=0
split_feature=48 2 14 403 16 457 49 156 13 15 13 1212 48 16 15 2 16
split_gain=0.331159 0.163941 0.178807 0.124076 0.0821118 0.0948039 0.0835576 0.130153 0.0767967 0.111061 0.109336 0.0731392 0.0717048 0.0564895 0.0416348 0.0310135 0.0142935
threshold=0.13991500000000004 0.12026500000000001 0.073890000000000011 -0.09551999999999998 -0.54034499999999996 -0.064024999999999985 0.084735000000000019 0.087205000000000019 0.10621000000000001 -0.24511999999999998 -0.08811999999999999 0.081445000000000017 0.092335000000000014 0.0033900000000000002 0.089955000000000021 0.086400000000000018 -0.077049999999999993
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 13 12 -8 9 -3 -11 14 -7 15 16 -6 -1
right_child=-2 8 -4 4 5 6 7 -9 -10 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.007171335608880133 -0.0066681034545598081 0.007779683794509237 0.013603177127418408 -0.00080151458892045518 0.010648880371017968 0.0050290150380934819 0.0090069533136150955 0.0016444048771480366 -0.0037457582122139908 -0.0058290421193308798 0.003786225856044836 0.013803304523260639 0.00032980961878091521 0.014022863061456446 0.010764567549344635 0.0053592504295243244 0.0036040808750089945
leaf_weight=94 62 94 89 57 53 1465 322 87 54 52 94 73 99 52 79 83 52
leaf_count=94 62 94 89 57 53 1465 322 87 54 52 94 73 99 52 79 83 52
internal_value=0 0.00574895 0.00617443 0.00591093 0.00547572 0.00564213 0.00529592 0.00744523 0.00197285 0.00326702 0.000349304 0.00914413 0.00473271 0.00926591 0.0076245 0.00743386 0.00591311
internal_weight=0 2899 2605 2516 2218 2161 1973 409 294 240 146 298 1564 188 225 136 146
internal_count=2961 2899 2605 2516 2218 2161 1973 409 294 240 146 298 1564 188 225 136 146
is_linear=0
shrinkage=0.16829


Tree=8249
num_leaves=30
num_cat=0
split_feature=1 52 2 12 39 10 12 2 47 1 4 47 1 2 52 4 151 4 12 4 402 2 13 474 13 10 130 12 12
split_gain=11.4532 2.00972 1.20133 1.28717 0.609373 0.543376 0.468989 0.447642 0.318488 0.314582 0.334729 0.299342 0.249308 0.241311 0.183493 0.206581 0.157211 0.154962 0.150386 0.129688 0.112897 0.110909 0.107586 0.102238 0.0908616 0.0713924 0.0611933 0.0611692 0.0392771
threshold=0.10398500000000001 -0.41694999999999993 0.11917500000000002 0.088325000000000015 0.0047850000000000011 -0.26818999999999993 0.087915000000000007 0.10457000000000001 0.077065000000000008 0.086165000000000005 -0.096364999999999992 0.094695000000000015 0.087225000000000011 -1.0000000180025095e-35 0.060690000000000008 0.41315500000000005 -0.0008699999999999999 0.071150000000000005 0.11878500000000002 -0.00076499999999999995 0.090840000000000018 0.087865000000000013 -0.0005399999999999999 0.085630000000000012 -0.09219999999999999 -0.0034499999999999995 -0.018054999999999998 0.096535000000000024 0.090125000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 13 6 -4 7 8 9 10 -1 -10 -6 25 15 -7 -15 -5 19 20 23 -21 -11 26 -12 -3 -8 28 -23
right_child=1 2 5 17 12 14 18 -9 11 22 24 -13 -14 16 -16 -17 -18 -19 -20 21 -22 27 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0013697787275843867 0.0010589062970216417 0.00043939916260709731 1.7531270385903729e-05 0.0010207228951259382 0.00093332882107977685 0.00016244604588629575 0.0011053788122605557 0.00079884177253432016 0.0014613588435820879 0.0008325942994971006 0.0012145917115052218 0.0011193905465126167 0.00062947289404087059 0.00070397677756596575 0.00055217066277810632 0.0004194850395730634 0.00047028754704126223 0.00076902991086731415 0.0008535235444356409 0.00081330743164218465 0.0011415222520070436 0.00096151238570650578 0.0010238800025486664 0.0011502822860697079 0.0010849730569642867 0.00026375179077689216 0.00099427482818508785 0.0009089615725093081 0.0010926990492493704
leaf_weight=56 74 52 54 59 71 53 66 52 54 55 72 61 52 54 56 98 79 52 74 58 94 54 88 61 538 52 627 82 63
leaf_count=56 74 52 54 59 71 53 66 52 54 55 72 61 52 54 56 98 79 52 74 58 94 54 88 61 538 52 627 82 63
internal_value=0 0.000545011 0.000482509 0.000609539 0.00103231 0.000313 0.00104526 0.00109913 0.00111599 0.00109259 0.00112304 0.00128027 0.000805156 0.000471886 0.000389909 0.000329499 0.000565434 0.00090313 0.00100063 0.00101045 0.00103059 0.000943868 0.000950555 0.00101671 0.00110033 0.000351914 0.00100491 0.000981744 0.00103245
internal_weight=0 683 609 348 2278 261 2155 976 924 809 666 115 123 237 207 151 133 111 1179 1105 848 257 143 754 610 104 693 199 117
internal_count=2961 683 609 348 2278 261 2155 976 924 809 666 115 123 237 207 151 133 111 1179 1105 848 257 143 754 610 104 693 199 117
is_linear=0
shrinkage=0.0032998


Tree=8250
num_leaves=18
num_cat=0
split_feature=1 1452 4 1374 12 403 1447 4 1 150 52 15 15 0 40 12 4
split_gain=0.306819 0.127734 0.116902 0.102436 0.123187 0.386564 0.0979073 0.0908454 0.188797 0.084948 0.112679 0.0906984 0.0727874 0.0519266 0.0729424 0.0512376 0.0823082
threshold=0.13601500000000002 0.088305000000000008 0.27258000000000004 -0.094679999999999986 0.084065000000000015 -0.085114999999999982 -0.086059999999999984 -0.111135 0.081540000000000015 0.083855000000000013 -0.015159999999999998 -0.087644999999999987 -0.081149999999999986 -0.029849999999999998 -0.034699999999999988 0.088325000000000015 0.42405000000000009
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 -5 -6 8 -8 10 -7 -11 -9 14 -2 16 -4
right_child=13 -3 15 4 6 9 7 12 -10 11 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.00095090908274529022 -0.0035020165441267152 0.012304659106268609 -0.0031136788369991921 0.02252582204156197 -0.00074645047059315186 0.0036245270339405047 0.0037818104649633331 0.0078860782958891252 0.016147873709051633 0.0064491346709699528 0.0089754207080433943 0.015985760867952892 0.0051040109059382567 -0.0049263263917119007 0.0044299125524501345 0.0069216933417338587 0.0042842885633495933
leaf_weight=52 56 97 77 52 61 226 68 345 73 55 223 60 1221 57 79 54 95
leaf_count=52 56 97 77 52 61 226 68 345 73 55 223 60 1221 57 79 54 95
internal_value=0 0.00628796 0.00606804 0.00640817 0.00656944 0.00862506 0.00585221 0.00608907 0.0101968 0.00734025 0.0062861 0.0114404 0.00571807 -0.0006612 0.00112632 0.00239392 0.000961963
internal_weight=0 2759 2662 2436 2384 616 1768 1707 141 564 449 115 1566 192 135 226 172
internal_count=2951 2759 2662 2436 2384 616 1768 1707 141 564 449 115 1566 192 135 226 172
is_linear=0
shrinkage=0.16829


Tree=8251
num_leaves=14
num_cat=0
split_feature=1 1374 1203 129 1455 151 41 2 1447 1203 52 12 1
split_gain=0.21313 0.0993104 0.0795174 0.0747282 0.0702835 0.0908564 0.0742293 0.158394 0.0645615 0.0504917 0.0490496 0.0294052 0.0205073
threshold=0.13699000000000003 0.085820000000000021 0.086665000000000006 -0.04689999999999999 -0.070044999999999982 0.10280000000000002 0.078150000000000011 0.097005000000000022 -0.086009999999999989 0.097360000000000016 -0.032354999999999988 0.086850000000000024 0.14787500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 11 6 8 -8 -6 -4 -2 -5 -12
right_child=10 -3 9 4 5 -7 7 -9 -10 -11 12 -13 -14
leaf_value=0.011573108817787572 -0.0045192997373027918 0.011008495164059447 -0.0029362946571828905 0.012031394994687855 0.00032767672526035812 -0.0013356478994206505 0.014467772669907255 0.0023169286707047858 0.0050269940587488997 0.0043411437880548588 0.0033031647922054999 0.006669524220704417 -0.0011165263838355845
leaf_weight=52 63 82 56 54 87 64 69 55 2130 52 65 68 54
leaf_count=52 63 82 56 54 87 64 69 55 2130 52 65 68 54
internal_value=0 0.00522067 0.00504337 0.0052308 0.00509958 0.00489806 0.00506924 0.00909277 0.00484339 0.000551022 -0.000715948 0.00905754 0.00128249
internal_weight=0 2769 2687 2579 2527 2405 2341 124 2217 108 182 122 119
internal_count=2951 2769 2687 2579 2527 2405 2341 124 2217 108 182 122 119
is_linear=0
shrinkage=0.16829


Tree=8252
num_leaves=15
num_cat=0
split_feature=12 1452 15 484 13 150 0 150 160 16 1427 51 15 10
split_gain=0.153059 0.102575 0.0946175 0.089442 0.111334 0.098705 0.0768952 0.0982572 0.10643 0.0768326 0.0737867 0.0797176 0.120929 0.111551
threshold=-0.25967999999999997 0.088305000000000008 -0.45371999999999996 0.079155000000000017 -0.085784999999999986 0.11717500000000002 -0.066574999999999981 0.084800000000000014 -0.089599999999999985 -0.44388499999999992 0.083935000000000023 0.089040000000000022 0.039965000000000007 -0.084119999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 5 -5 10 7 8 -6 -2 11 13 -13 -4
right_child=1 -3 3 4 6 -7 -8 -9 -10 -11 -12 12 -14 -15
leaf_value=-0.0049090003346959239 0.0037127979647327493 0.0095668119472048473 0.011949371861261415 0.013836020513837576 0.0057858074049631242 -0.0017088741838975745 0.011167038295389342 0.0096091612477834498 -0.0037816823146429573 -0.004872404196548219 0.010194081682665225 -0.00093886181080445595 0.0066593474711837703 0.004102875657298265
leaf_weight=53 58 98 53 55 70 86 52 58 62 60 55 201 84 1906
leaf_count=53 58 98 53 55 70 86 52 58 62 60 55 201 84 1906
internal_value=0 0.00420181 0.0040134 0.00421868 0.00698025 0.00387404 0.0054147 0.00383091 0.00127838 -0.000637334 0.00408366 0.0039331 0.00129431 0.00431608
internal_weight=0 2898 2800 2682 297 2385 242 190 132 118 2299 2244 285 1959
internal_count=2951 2898 2800 2682 297 2385 242 190 132 118 2299 2244 285 1959
is_linear=0
shrinkage=0.16829


Tree=8253
num_leaves=23
num_cat=0
split_feature=15 3 39 10 3 12 3 39 1452 12 3 16 3 15 12 12 15 50 3 402 16 3
split_gain=5.62042 2.82387 1.31099 0.550677 0.439395 0.377769 0.371844 0.285493 0.229471 0.218484 0.28872 0.335794 0.23116 0.291371 0.222149 0.20647 0.201984 0.170047 0.169037 0.118606 0.10503 0.104959
threshold=-0.26361999999999991 0.10856000000000002 0.085285000000000014 -1.0000000180025095e-35 0.28833000000000003 0.092735000000000026 0.12745000000000004 0.10050500000000002 0.088305000000000008 0.056995000000000011 -0.12077499999999998 -0.034004999999999994 -0.012504999999999997 -1.0000000180025095e-35 0.084065000000000015 -0.042789999999999988 -0.45775499999999997 0.12689000000000003 0.0012800000000000001 0.08406000000000001 -0.25397999999999993 -0.11749
decision_type=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 5 -4 6 8 -3 -5 9 12 11 -11 -2 -14 -12 18 -17 19 -1 20 -7 -22
right_child=1 4 3 7 -6 17 -8 -9 -10 10 14 -13 13 -15 -16 16 -18 -19 -20 -21 21 -23
leaf_value=0.00057475038691886062 0.00084934264158415484 0.00059480872741658416 0.00054975526826246993 0.0010575933282585309 0.00048530541351633923 0.00092649819053805137 0.00097246007193610374 0.00074022165465170426 0.0013435750743629518 0.0011174189430830754 0.0012457350205176095 0.0014753751378784416 0.00097564716628100964 0.0012409783288917526 0.0011037333119783322 0.00049152945409715527 0.00077758092126154399 0.00084989274817910926 0.00033260234820159113 0.00092665767484031536 0.0012053734649633994 0.0010622781378277798
leaf_weight=54 61 53 60 80 84 57 63 52 53 59 141 58 111 79 1020 58 52 52 78 80 68 478
leaf_count=54 61 53 60 80 84 57 63 52 53 59 141 58 111 79 1020 58 52 52 78 80 68 478
internal_value=0 0.00104594 0.00107604 0.000813306 0.00066813 0.0010978 0.000800216 0.000932835 0.00112677 0.00111924 0.00113698 0.00129517 0.00102874 0.00108615 0.00112101 0.000520777 0.000627074 0.00103539 0.00043193 0.00104946 0.0010657 0.00108016
internal_weight=0 2709 2509 192 200 2317 116 132 1582 1529 1278 117 251 190 1161 242 110 735 132 683 603 546
internal_count=2951 2709 2509 192 200 2317 116 132 1582 1529 1278 117 251 190 1161 242 110 735 132 683 603 546
is_linear=0
shrinkage=0.0032998


Tree=8254
num_leaves=32
num_cat=0
split_feature=1 3 3 1 12 12 0 124 12 123 12 12 1429 3 150 474 0 16 3 12 39 16 0 0 16 402 12 12 133 0 3
split_gain=18.5879 3.50524 1.46801 0.814852 0.810469 0.506295 0.502065 0.489221 0.424795 0.33387 0.285688 0.250367 0.239523 0.239116 0.183828 0.22414 0.325961 0.18841 0.174547 0.141167 0.118412 0.116673 0.11099 0.0924905 0.084391 0.0809846 0.0679142 0.066229 0.0604862 0.0402821 0.0357687
threshold=0.10398500000000001 -0.053364999999999996 -0.073614999999999986 0.13601500000000002 0.089585000000000012 0.10700500000000002 -0.13165999999999997 -0.082389999999999977 0.09253500000000002 0.081180000000000016 0.082165000000000016 0.084065000000000015 0.086095000000000019 0.11500500000000001 0.083205000000000015 1.0000000180025095e-35 -0.076384999999999995 -0.03614499999999999 0.3148450000000001 0.023990000000000004 0.088850000000000026 -0.052894999999999991 -0.064179999999999973 -0.060454999999999995 -0.090344999999999995 0.090375000000000025 0.099035000000000026 0.094730000000000023 0.085835000000000009 -0.075434999999999988 -0.065674999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 9 -2 22 -1 -4 10 13 -8 28 25 -3 15 16 17 30 -5 -18 -11 24 -6 -21 -10 -13 27 -23 -12 -26 -9
right_child=1 3 7 18 5 -7 8 14 21 20 11 12 -14 -15 -16 -17 19 -19 -20 23 -22 26 -24 -25 29 -27 -28 -29 -30 -31 -32
leaf_value=0.0017840577500191591 0.00083709124675324955 0.0010404241746448948 0.0010915286465048497 0.00060496961779801079 0.0013339995340981231 0.0010575696557102285 0.0013161167670187491 0.0015281077152001379 0.0013594245759333938 0.00076852830736626979 0.0017809226411626105 0.0015203493609902479 0.0017474153823750938 0.00078433367777726748 0.0012050187641658582 0.0012089302064277549 0.0014645746025471092 0.0016732988887674873 0.00038950767421386468 0.0013500619023118733 0.00054500786210514782 0.0013194906219000681 0.0015499888716557575 0.0011588426768489308 0.0015730904159190939 0.0016144997573082601 0.0012575106791276561 0.0014824939924482983 0.0016242684392178571 0.0014590874793823916 0.0014117044621218132
leaf_weight=85 54 70 75 91 61 61 55 57 54 52 65 831 63 97 61 59 56 63 77 62 55 58 52 58 86 129 54 66 62 82 100
leaf_count=85 54 70 75 91 61 61 55 57 54 52 65 831 63 97 61 59 56 63 77 62 55 58 52 58 86 129 54 66 62 82 100
internal_value=0 0.00085955 0.00148485 0.00068794 0.00119208 0.00130204 0.0015345 0.00134281 0.00152126 0.000799105 0.00155253 0.0015638 0.00154627 0.000891888 0.00137927 0.00140255 0.00143131 0.00151709 0.000506426 0.00132388 0.000653964 0.00142699 0.0014337 0.00125793 0.00147933 0.00153304 0.00136152 0.00140653 0.00170472 0.00151766 0.00145419
internal_weight=0 670 2281 442 228 174 1690 591 1605 274 1205 1150 1023 167 516 455 396 220 168 176 107 400 113 120 222 960 178 124 127 168 157
internal_count=2951 670 2281 442 228 174 1690 591 1605 274 1205 1150 1023 167 516 455 396 220 168 176 107 400 113 120 222 960 178 124 127 168 157
is_linear=0
shrinkage=0.0032998


Tree=8255
num_leaves=11
num_cat=0
split_feature=9 33 123 1451 15 1212 16 1453 1186 15
split_gain=0.217438 0.220108 0.118769 0.0863716 0.0888977 0.0688524 0.265115 0.101301 0.0723556 0.0450585
threshold=0.094575000000000006 0.075230000000000019 0.10832000000000001 0.080560000000000007 -0.50173499999999993 0.058905000000000006 -0.091794999999999988 -0.079499999999999987 0.054365000000000004 0.08517000000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 -7 -6 -9 -8
right_child=-2 -3 -4 -5 5 6 9 8 -10 -11
leaf_value=-0.0012095353377179099 -0.0061311909042444969 0.015593484292010368 -0.0029523234053750779 -0.0017925738998721698 0.012118294651502581 0.018401164124636476 0.0021803876392190945 0.0044087673346952664 0.0096111588234963907 0.0068006423963671934
leaf_weight=65 52 53 57 55 52 52 91 2253 79 182
leaf_count=65 52 53 57 55 52 52 91 2253 79 182
internal_value=0 0.00483216 0.00463391 0.0047874 0.00491851 0.00506621 0.00737411 0.00475083 0.00458578 0.00526714
internal_weight=0 2939 2886 2829 2774 2709 325 2384 2332 273
internal_count=2991 2939 2886 2829 2774 2709 325 2384 2332 273
is_linear=0
shrinkage=0.16829


Tree=8256
num_leaves=30
num_cat=0
split_feature=1 3 2 2 2 3 12 3 3 4 1 1 4 4 12 15 2 4 483 1 1209 3 51 52 1 52 4 15 4
split_gain=15.5502 2.43936 1.39648 1.33845 1.11689 0.446284 0.391839 0.353916 0.437239 0.310708 0.443002 0.286403 0.285953 0.904821 0.239375 0.169237 0.161945 0.154783 0.147948 0.131041 0.12721 0.131762 0.109735 0.109405 0.102906 0.0976302 0.144738 0.102955 0.0412581
threshold=0.10398500000000001 -0.053364999999999996 0.11426500000000002 0.091525000000000009 0.14870000000000003 -0.072274999999999992 1.0000000180025095e-35 0.30863500000000005 0.090170000000000014 -0.16236499999999995 0.084470000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 -0.047099999999999996 0.092755000000000018 0.086605000000000015 1.0000000180025095e-35 -0.07879499999999999 -0.039084999999999988 0.090540000000000023 0.086895000000000014 -0.10859999999999999 -1.0000000180025095e-35 0.39985000000000009 0.11374000000000002 -1.0000000180025095e-35 -0.068329999999999988 -0.076194999999999999 -0.07879499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 22 5 7 14 9 8 16 -5 -11 17 13 -7 18 -16 -3 -8 -1 20 21 -20 -2 25 -10 27 -27 -19 -17
right_child=1 4 -4 6 -6 12 11 -9 24 10 -12 -13 -14 -15 15 28 -18 23 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30
leaf_value=0.0012187300269365336 0.00093191113941858356 0.00039623133454178488 0.00029289646246171493 0.00093880154275063693 -6.1779534138967261e-05 0.0010290818935346751 0.00071508447037933395 0.00014381916186473017 0.00046550383584934127 0.00083573664162794479 0.00045156547531886626 0.0011362595365822219 0.0010418479480313887 0.0004748327839707869 0.00078748852439462769 0.00095396084163023047 0.00019586650365056472 0.0010530134705585489 0.0012235885150788724 0.00091832015284189672 0.00093872750898855344 0.0010760196142133663 0.00075840289365386958 0.001020886949393634 0.00066577312242697734 0.00098387045068008263 0.0007943837582181743 0.00087820945489525755 0.0010743871705256728
leaf_weight=80 87 92 70 58 88 78 54 72 61 67 65 56 92 55 52 76 86 64 76 63 70 800 80 78 55 60 189 99 68
leaf_count=80 87 92 70 58 88 78 54 72 61 67 65 56 92 55 52 76 86 64 76 63 70 800 80 78 55 60 189 99 68
internal_value=0 0.000413447 0.000684902 0.000978042 0.000271663 0.00103574 0.000867714 0.000351932 0.000402778 0.000736142 0.000646828 0.00090932 0.000899132 0.000800146 0.00105963 0.000951935 0.000299624 0.000885894 0.00107898 0.00106787 0.00107779 0.00108886 0.000849004 0.000904646 0.000560763 0.000882554 0.000840185 0.00094706 0.00101107
internal_weight=0 691 237 2300 454 1510 790 366 294 190 132 600 225 133 1285 196 178 544 1089 1009 946 876 167 490 116 412 249 163 144
internal_count=2991 691 237 2300 454 1510 790 366 294 190 132 600 225 133 1285 196 178 544 1089 1009 946 876 167 490 116 412 249 163 144
is_linear=0
shrinkage=0.0032998


Tree=8257
num_leaves=19
num_cat=0
split_feature=12 151 484 2 10 51 12 41 52 2 2 0 130 52 12 2 12 51
split_gain=0.142304 0.173954 0.164991 0.136839 0.117169 0.171091 0.115827 0.114076 0.0978395 0.141431 0.0915203 0.0914362 0.0674052 0.0577649 0.0464535 0.0512752 0.0929403 0.057349
threshold=0.023990000000000004 0.085445000000000007 -0.064579999999999985 -0.087809999999999985 -0.012394999999999998 0.046060000000000011 0.082425000000000012 0.076195000000000013 -0.087094999999999992 0.094905000000000017 0.079770000000000021 -0.037444999999999992 -0.14731999999999998 -0.065394999999999995 0.083815000000000014 0.087100000000000025 0.089685000000000015 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 -1 -4 -5 8 -2 12 9 -6 -10 -12 -8 -7 -14 16 -16 -17
right_child=1 -3 3 4 5 13 7 -9 10 -11 11 -13 14 -15 15 17 -18 -19
leaf_value=-0.0058877799336510524 0.012531300451542401 0.014564875517160191 -0.0048012698245941902 0.010018677592258132 0.012278686792144425 0.0045543574066502224 -0.00094614126986666467 -0.0015004154708757752 -0.0062870166256830751 0.0012712206811351201 -8.0863617338123981e-05 0.007568069698752445 0.0010002928260326792 0.011613630454964682 0.0078248013311266098 0.0073542781509876917 0.0043310677449776734 0.0038946749136270285
leaf_weight=60 56 55 55 79 53 61 52 79 53 89 243 54 74 74 487 165 393 809
leaf_count=60 56 55 55 79 53 61 52 79 53 89 243 54 74 74 487 165 393 809
internal_value=0 0.0052043 0.00259791 0.00326931 0.00390059 0.00312686 0.00496003 0.00475324 0.0016661 0.00539229 0.000149202 0.0013038 0.00500366 0.00843719 0.00516506 0.00533033 0.00626657 0.00448259
internal_weight=0 2170 821 761 706 627 2115 2059 492 142 350 297 1980 135 1928 1854 880 974
internal_count=2991 2170 821 761 706 627 2115 2059 492 142 350 297 1980 135 1928 1854 880 974
is_linear=0
shrinkage=0.16829


Tree=8258
num_leaves=29
num_cat=0
split_feature=4 3 3 123 12 12 11 3 4 3 4 10 49 39 157 3 15 4 51 131 13 49 1454 51 15 403 15 49
split_gain=11.511 4.35477 2.39242 1.08746 0.677707 0.518736 0.877522 0.838398 0.477914 0.757333 0.546132 0.335265 0.287307 0.270693 0.242619 0.233979 0.144948 0.11896 0.109725 0.0908903 0.210494 0.0827959 0.0730274 0.0530027 0.0432394 0.0585256 0.0577195 0.0120528
threshold=0.31392000000000003 -0.066229999999999997 0.28833000000000003 0.081180000000000016 0.13642500000000005 0.092755000000000018 1.0000000180025095e-35 -0.10690999999999999 -0.15764999999999998 0.09722500000000002 -0.00076499999999999995 0.063835000000000017 -0.032374999999999994 0.098100000000000007 -0.059399999999999988 -0.011259999999999997 -0.46483499999999994 0.053925000000000008 0.08950000000000001 0.089415000000000008 -0.020484999999999996 0.091160000000000005 0.082920000000000008 -0.16140499999999999 0.091435000000000002 -0.080924999999999983 0.062230000000000008 0.10888500000000001
decision_type=2 2 2 2 2 2 2 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 6 7 -1 -3 10 -10 12 -2 16 -7 -5 -14 18 24 21 -21 22 -9 -19 26 -26 -16 -23
right_child=11 2 -4 15 -6 14 -8 19 9 -11 -12 -13 13 -15 17 -17 -18 23 -20 20 -22 27 -24 -25 25 -27 -28 -29
leaf_value=0.00082400777602106737 0.00024095474377602564 0.0012293610573869784 0.00025855844367018928 0.00052128173515550696 0.00062226923900435564 0.00085039143972297411 0.0014921528271319151 0.0012105557724944554 0.00086412671573138421 0.00062625285316535693 0.001167689658632339 0.00016997949432385139 0.00069656434830367279 0.00030463131251875629 0.0011249750100444105 0.00078787946816295557 0.0004947833007737123 0.0010641728159422436 0.00096771762816112326 0.00097457336152795564 0.0012156352852755708 0.0010577590814942609 0.0010764414676216953 0.00091969188163406994 0.00099318093738213239 0.0011272583046820271 0.001249476303227258 0.0011445588557525718
leaf_weight=78 55 96 70 74 52 54 92 826 114 60 153 54 66 54 150 72 100 61 56 76 88 54 52 63 55 143 66 57
leaf_count=78 55 96 70 74 52 54 92 826 114 60 153 54 66 54 150 72 100 61 56 76 88 54 52 63 55 143 66 57
internal_value=0 0.00106318 0.000837578 0.00090279 0.000979494 0.00114225 0.00117996 0.0011566 0.00102333 0.00096273 0.00103821 0.000408736 0.00045549 0.000508964 0.0010652 0.000652996 0.000575222 0.00108467 0.00110929 0.00117907 0.00110414 0.00119146 0.00120265 0.000991051 0.00112836 0.00109019 0.00116318 0.00110265
internal_weight=0 2662 691 621 475 1971 1323 1231 423 327 267 329 275 220 648 146 166 594 470 1153 164 989 878 124 414 198 216 111
internal_count=2991 2662 691 621 475 1971 1323 1231 423 327 267 329 275 220 648 146 166 594 470 1153 164 989 878 124 414 198 216 111
is_linear=0
shrinkage=0.0032998


Tree=8259
num_leaves=29
num_cat=0
split_feature=12 2 2 2 4 2 4 4 4 2 0 52 0 401 11 4 16 0 0 483 52 0 0 16 15 484 2 13
split_gain=9.04029 1.97555 1.82599 1.61411 0.627954 0.624021 0.482196 0.479993 0.834268 0.468616 0.446084 0.319444 0.280925 0.294 0.484711 0.194771 0.199418 0.148595 0.139147 0.140048 0.142231 0.158027 0.100832 0.303019 0.076901 0.0663788 0.0308347 0.0159943
threshold=0.056995000000000011 0.13501500000000002 0.10859000000000001 0.072175000000000017 -0.078249999999999986 0.14808000000000002 0.049545000000000006 -1.0000000180025095e-35 0.31392000000000003 0.091570000000000012 -0.14720499999999997 0.042815000000000006 -0.079394999999999979 0.080710000000000018 1.0000000180025095e-35 0.27420500000000009 -0.28430999999999995 -0.046614999999999997 -0.097774999999999987 0.092865000000000017 0.31761500000000004 -0.09194999999999999 -0.074504999999999988 -0.019749999999999993 -0.069034999999999985 -0.042224999999999992 0.085730000000000015 -0.073514999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 7 -5 11 12 -1 -9 -6 -11 22 18 14 17 16 -8 25 26 20 21 -20 23 -4 27 -14 -2 -18
right_child=1 -3 5 4 9 -7 15 8 -10 10 -12 -13 13 -15 -16 -17 24 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00018068498884889564 0.0011816491898369176 0.00041061478659047684 0.00043189405850537459 0.0010245411987857211 0.00090255189876794182 9.576470884829461e-05 0.00100129970002002 0.00083736800122930226 0.00029758456905423683 0.00035415629249713009 0.00077052124502019796 0.00062099280208208652 0.00080331933016782541 0.00067798026622194522 0.0011764705887513736 0.00064384164585001066 0.000810461102308332 0.00073454729772295122 0.00087715677153987759 0.00083767349579935593 0.00086285726413910303 0.0010257415347122466 0.00047393755288902754 0.00011750453687043464 0.00071118189850564333 0.00093360224708598965 0.0010553752417557913 0.00090457757205249375
leaf_weight=62 52 77 84 100 75 85 83 56 71 56 57 66 53 54 79 53 52 57 90 65 80 827 56 56 67 372 52 54
leaf_count=62 52 77 84 100 75 85 83 56 71 56 57 66 53 54 79 53 52 57 90 65 80 827 56 56 67 372 52 54
internal_value=0 0.000930496 0.000524314 0.000656882 0.000812513 0.000341978 0.000949633 0.000419545 0.000535877 0.000699544 0.000564493 0.000421722 0.000970626 0.000912908 0.000935458 0.00082852 0.000866617 0.000895883 0.00100104 0.000989468 0.000999329 0.0010112 0.00035444 0.00030639 0.000801797 0.000917438 0.00111885 0.00085874
internal_weight=0 2167 824 477 288 347 2090 189 127 188 113 262 1781 615 561 309 256 482 1166 1062 997 917 196 140 173 425 104 106
internal_count=2991 2167 824 477 288 347 2090 189 127 188 113 262 1781 615 561 309 256 482 1166 1062 997 917 196 140 173 425 104 106
is_linear=0
shrinkage=0.0032998


Tree=8260
num_leaves=25
num_cat=0
split_feature=4 12 150 12 13 14 0 0 4 15 51 51 4 13 43 51 13 15 131 13 0 0 15 0
split_gain=13.0608 4.99699 1.50277 1.26268 0.63837 0.531217 0.61663 0.474113 0.430734 0.429686 0.343536 0.46605 0.340228 0.317467 0.228254 0.224938 0.179195 0.221257 0.162217 0.161677 0.115401 0.164807 0.0949017 0.0547503
threshold=0.27998000000000006 0.056995000000000011 0.084680000000000019 0.13936000000000001 -1.0000000180025095e-35 -0.44847999999999993 -0.105195 -0.14920999999999998 -0.0058699999999999994 -0.41725999999999991 -0.093789999999999984 0.0045000000000000014 0.008570000000000003 -0.004409999999999999 -1.0000000180025095e-35 -0.091399999999999981 -0.052124999999999998 0.084630000000000025 0.09135500000000002 0.016935000000000002 -0.080584999999999976 -0.09712999999999998 -0.10566999999999999 -0.081024999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 8 -2 22 -3 -1 -8 -6 -12 14 -4 15 -9 17 -16 20 -17 21 -14 -7 -18
right_child=5 3 13 -5 10 6 9 12 -10 -11 11 -13 18 -15 16 19 23 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00056236902127224651 0.00065672347659463735 0.0014526004696835957 0.00032445476020104535 0.00064354586869691912 0.0011985092560669016 0.00053908413882904841 0.00030260920547715809 0.0010212159681945911 0.0008936208732406377 -8.1315672427733059e-05 0.00077157075839057133 0.0011465849558436993 0.0010544683743471893 0.00065510821907649138 0.00088150868345747392 0.0012167485727102784 0.0010945475950480882 0.0011068287409447925 0.00090361015476068431 0.0011015034206940878 0.00098490122526473313 0.0012840563715042516 0.00035854537022297661 0.0012084964553183437
leaf_weight=84 60 58 71 54 68 83 81 84 89 52 96 59 92 58 73 1013 82 148 71 161 82 58 54 144
leaf_count=84 60 58 71 54 68 83 81 84 89 52 96 59 92 58 73 1013 82 148 71 161 82 58 54 144
internal_value=0 0.00107173 0.000783301 0.00114314 0.000884167 0.00037534 0.00031268 0.00115618 0.000732985 0.000152238 0.00100129 0.000914545 0.0011476 0.000473394 0.00116589 0.001189 0.00110077 0.00103256 0.00104459 0.00120097 0.00108758 0.00114348 0.00046818 0.00116731
internal_weight=0 2645 525 2120 396 330 270 2066 173 133 223 155 2008 129 1705 1258 447 221 303 1174 232 150 137 226
internal_count=2975 2645 525 2120 396 330 270 2066 173 133 223 155 2008 129 1705 1258 447 221 303 1174 232 150 137 226
is_linear=0
shrinkage=0.0032998


Tree=8261
num_leaves=21
num_cat=0
split_feature=2 12 402 484 402 1456 403 0 1 12 48 16 484 133 41 457 16 0 132 16
split_gain=0.315867 0.177934 0.096213 0.109076 0.0889927 0.092761 0.0842846 0.0737197 0.0804305 0.117392 0.136674 0.110636 0.0678275 0.0768016 0.133761 0.0640234 0.0828525 0.0603098 0.0599493 0.0504739
threshold=0.25063000000000007 0.082795000000000021 0.086385000000000003 0.095085000000000017 0.10872000000000002 -0.092679999999999985 0.14530000000000001 0.064400000000000013 0.10378000000000001 -0.038859999999999992 0.085855000000000015 -0.070834999999999995 -0.099444999999999992 -0.43104999999999993 0.081095000000000014 0.048870000000000004 -0.018754999999999997 -0.067134999999999986 -0.004559999999999999 -0.0011349999999999999
decision_type=2 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 -3 -6 8 15 10 -10 -11 19 18 17 16 -1 -15 -14 -7
right_child=-2 4 -4 -5 6 12 -8 -9 9 11 -12 -13 13 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0020371945771439702 -0.0066297311790221441 0.011778835549341915 -0.0032113366988933256 0.011631706021610408 0.015284571262449986 0.013335059849150389 0.0070129422851965889 -0.0022577914186462113 0.0084450360470142063 0.0022122798080391483 -0.0018989145534759938 -0.0074921577756394738 0.0066082445378082798 0.0053850849173499383 -0.0021285998812786929 0.01031879868141199 0.0080931927937688223 0.0081046481358831388 0.014355694243924907 0.006665499041551776
leaf_weight=145 58 88 52 53 65 63 78 54 117 92 52 52 65 1281 61 76 116 286 52 69
leaf_count=145 58 88 52 53 65 63 78 54 117 92 52 52 65 1281 61 76 116 286 52 69
internal_value=0 0.00589816 0.0037714 0.00425343 0.0067135 0.00641626 0.0107853 0.00369541 0.00419275 0.00224111 0.00525165 -0.00127962 0.00616389 0.0058831 0.00558131 0.00600008 0.00473563 0.00588259 0.0100669 0.00986231
internal_weight=0 2917 809 757 2108 1965 143 704 650 313 169 144 1877 1745 1628 337 261 1567 117 132
internal_count=2975 2917 809 757 2108 1965 143 704 650 313 169 144 1877 1745 1628 337 261 1567 117 132
is_linear=0
shrinkage=0.16829


Tree=8262
num_leaves=26
num_cat=0
split_feature=3 39 2 2 2 0 2 11 159 48 1210 0 123 42 43 42 133 3 0 133 133 42 2 42 1446
split_gain=5.00575 2.0988 1.10577 0.542785 0.39513 0.374133 0.434881 0.338406 0.242919 0.236605 0.211507 0.190364 0.181845 0.181144 0.156148 0.192024 0.128379 0.127083 0.125972 0.0809281 0.0462242 0.037559 0.0327944 0.0288402 0.0228981
threshold=0.11745500000000002 0.0047850000000000011 0.099345000000000017 0.14808000000000002 0.13631000000000001 -0.13843999999999998 0.123795 0.08184000000000001 -0.0020949999999999996 0.10227500000000002 -0.081959999999999991 -0.045139999999999993 0.080635000000000012 0.088380000000000014 -0.025879999999999997 0.087745000000000004 0.08517000000000001 -0.092954999999999996 -0.11073999999999999 0.047685000000000005 0.092215000000000005 0.090115000000000015 0.11558500000000001 0.089625000000000024 0.077045000000000016
decision_type=2 2 2 2 2 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 18 12 -4 7 11 14 10 -10 20 -3 17 19 -16 -14 -12 22 23 -7 -15 -2 -1 -21
right_child=3 4 5 -5 -6 6 -8 -9 9 -11 13 -13 16 21 15 -17 -18 -19 -20 24 -22 -23 -24 -25 -26
leaf_value=0.00092977351299773484 0.00029408442324375489 0.00077955857049291589 0.00052966685480286199 4.5056885478823284e-05 0.0003657567146298578 0.00085339099591319858 0.00057393969089998196 0.001043530722925785 0.001033000966661791 0.0010748300601539308 0.00081914966023183386 0.0005946739825706958 0.00048366382316800387 0.00072441230001624092 0.0011891842026439644 0.00092977528509833522 0.00066895073745650816 0.00091180693293080686 0.00054896677179201811 0.001036239551447535 0.00075191758136984729 0.00082058665178027861 0.00041250921195147257 0.00081542887104832503 0.00093366986806127524
leaf_weight=52 56 78 82 58 71 155 95 65 93 72 215 52 77 60 74 57 92 779 54 71 84 313 53 64 53
leaf_count=52 56 78 82 58 71 155 95 65 93 72 215 52 77 60 74 57 92 779 54 71 84 313 53 64 53
internal_value=0 0.000836317 0.000869259 0.000319886 0.000583854 0.000736064 0.000773513 0.000826671 0.000906546 0.000887961 0.000878721 0.000778111 0.000646403 0.0008682 0.000983197 0.00107658 0.000584739 0.000891801 0.000417462 0.000932079 0.000817874 0.000805211 0.00035199 0.000866991 0.000992683
internal_weight=0 2754 2436 221 318 533 451 356 1903 1532 1460 291 247 1367 371 131 169 994 163 240 239 373 109 116 124
internal_count=2975 2754 2436 221 318 533 451 356 1903 1532 1460 291 247 1367 371 131 169 994 163 240 239 373 109 116 124
is_linear=0
shrinkage=0.0032998


Tree=8263
num_leaves=21
num_cat=0
split_feature=4 13 39 13 4 14 10 13 1211 13 1447 10 11 133 43 4 39 403 4 43
split_gain=10.3869 2.69344 2.23499 0.8161 0.664301 0.502699 0.487319 0.365293 0.284436 0.280844 0.271564 0.230359 0.218356 0.185697 0.162504 0.142454 0.119644 0.106843 0.0961371 0.070137
threshold=0.27998000000000006 -0.23438999999999996 0.0047850000000000011 -0.10526999999999999 0.024470000000000002 -0.44847999999999993 -1.0000000180025095e-35 -0.029809999999999996 0.077725000000000016 -0.013819999999999997 -0.082844999999999988 -1.0000000180025095e-35 0.07604000000000001 0.08517000000000001 0.0034500000000000004 0.067120000000000013 0.08955500000000001 -0.073454999999999979 0.44128500000000004 -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=1 -1 3 12 8 -2 -4 13 10 -8 19 -7 -3 -6 -12 -9 18 -10 -13 -5
right_child=5 2 6 4 7 11 9 15 17 -11 14 16 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00052119014597105712 0.00071730578913679216 0.001240607496746423 0.00048281524104549714 0.0012044655139140433 0.00096181711483023084 0.00020481874162658737 0.0010104384057773278 0.00072297751152086112 0.00085732868537800129 0.00072043587230138006 0.0011365938561649863 0.00040683695520602039 0.0015434798832597682 0.0011830309337395361 0.0010403088033970982 0.00093103461466625091 0.00029811562799469829 0.0010543401633188064 0.00057485443787999005 0.0013661754239170816
leaf_weight=96 60 53 54 69 91 62 67 65 54 83 1419 86 55 81 232 87 53 77 69 62
leaf_count=96 60 53 54 69 91 62 67 65 54 83 1419 86 55 81 232 87 53 77 69 62
internal_value=0 0.00106449 0.00108494 0.00111379 0.00110019 0.000443428 0.000753128 0.000961266 0.0011237 0.000850205 0.00113473 0.000382435 0.00139517 0.0010662 0.00112309 0.000842295 0.000435209 0.000973398 0.000481859 0.00128127
internal_weight=0 2645 2549 2345 2237 330 204 324 1913 150 1782 270 108 172 1651 152 208 131 155 131
internal_count=2975 2645 2549 2345 2237 330 204 324 1913 150 1782 270 108 172 1651 152 208 131 155 131
is_linear=0
shrinkage=0.0032998


Tree=8264
num_leaves=13
num_cat=0
split_feature=2 1210 13 9 42 48 2 41 15 151 150 133
split_gain=0.276965 0.129429 0.131564 0.12982 0.0993034 0.0949236 0.118857 0.115375 0.0920177 0.0895808 0.0991406 0.0332324
threshold=0.14870000000000003 -0.081959999999999991 -0.17030499999999998 -1.0000000180025095e-35 0.094260000000000024 0.10911000000000001 0.11203000000000002 0.081095000000000014 -0.094839999999999994 -0.093409999999999979 0.08486500000000001 0.084335000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 -2 7 -7 9 -3 11 -11 -5
right_child=4 2 3 5 -6 6 -8 -9 -10 10 -12 -13
leaf_value=0.012306964429744948 -0.0056717276485473015 0.0055774876526143982 -0.00010844632362375606 0.013831230748735487 0.0038610501396162543 0.017206027619061311 0.0066430648233628247 0.00028399247320810747 -0.0035235403369193478 0.0066592384434339012 0.0024777908581667908 0.008358557338957448
leaf_weight=100 74 60 84 60 53 53 72 86 66 2019 176 72
leaf_count=100 74 60 84 60 53 53 72 86 66 2019 176 72
internal_value=0 0.00634196 0.00612423 0.0063796 -0.00167934 0.00659504 0.0111361 0.00635905 0.000796024 0.0065828 0.00632478 0.0108597
internal_weight=0 2848 2748 2622 127 2538 125 2413 126 2327 2195 132
internal_count=2975 2848 2748 2622 127 2538 125 2413 126 2327 2195 132
is_linear=0
shrinkage=0.16829


Tree=8265
num_leaves=27
num_cat=0
split_feature=2 12 15 2 2 2 15 2 2 15 3 0 2 376 48 2 49 0 52 2 12 1213 3 49 133 12
split_gain=9.54866 4.72917 1.56844 1.31106 0.952178 1.28109 0.9499 0.730037 0.716539 0.714051 0.661592 0.573465 0.454255 0.369825 0.225448 0.184767 0.162904 0.150705 0.136901 0.111466 0.222848 0.111261 0.0872367 0.0737759 0.154616 0.05455
threshold=0.12665000000000001 0.056995000000000011 -0.38214499999999996 0.14870000000000003 0.10859000000000001 0.072175000000000017 -0.086819999999999994 0.093320000000000014 0.10060500000000001 -1.0000000180025095e-35 -0.15105999999999997 -0.046614999999999997 0.072175000000000017 0.048375000000000008 0.08035500000000001 0.25063000000000007 -1.0000000180025095e-35 -0.095199999999999993 0.042815000000000006 0.086935000000000012 0.083785000000000012 -0.056829999999999992 0.11745500000000002 0.10322500000000003 0.047685000000000005 0.098785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 13 -2 16 10 -9 -3 12 17 -4 23 -5 -7 -12 -19 20 -14 -21 -6 24 25 -10
right_child=3 8 4 15 22 7 -8 9 14 -11 11 -13 19 -15 -16 -17 -18 18 -20 21 -22 -23 -24 -25 -26 -27
leaf_value=0.00074569436229814199 0.00071966457335170386 0.0017746644067241585 0.0011607220014019251 0.00061987239777840986 0.001030274616957483 0.0014490759497304429 0.0012438897052462776 0.0010840196293369357 0.0013911950490735946 0.0015528972424342124 0.0012412264444164219 0.0011397044476654141 0.0017324662141426305 0.00079745344262342809 0.0011240293666477329 0.00036050172184338628 0.0016902495417401343 0.0014609591288824379 0.0013115338306404622 0.0013988590405720907 0.0015379441497449073 0.0015219411267648523 0.00083776799878565694 0.001253989655819208 0.0015235476004274533 0.0012462057238506066
leaf_weight=92 84 91 75 64 58 56 69 99 75 56 54 52 82 53 52 58 77 358 89 102 368 590 52 56 72 58
leaf_count=92 84 91 75 64 58 56 69 99 75 56 54 52 82 53 52 58 77 358 89 102 368 590 52 56 72 58
internal_value=0 0.00139815 0.00114418 0.000752607 0.00121381 0.00128623 0.00095631 0.00140862 0.00147291 0.00125365 0.00149858 0.00148374 0.00149461 0.00101058 0.00132629 0.000496854 0.00158897 0.00141087 0.00143129 0.00153131 0.00157347 0.00150385 0.000939592 0.00136645 0.001397 0.00132823
internal_weight=0 2717 618 275 526 416 153 288 2099 155 1786 1695 1643 128 313 122 133 501 447 1142 450 692 110 261 205 133
internal_count=2992 2717 618 275 526 416 153 288 2099 155 1786 1695 1643 128 313 122 133 501 447 1142 450 692 110 261 205 133
is_linear=0
shrinkage=0.0032998


Tree=8266
num_leaves=24
num_cat=0
split_feature=15 3 3 43 0 16 0 3 10 0 16 16 0 0 0 0 1212 151 42 3 16 131 51
split_gain=6.57262 2.68404 0.774234 0.762121 0.476806 0.732287 0.415435 0.573961 0.412357 0.365833 0.293573 0.265607 0.231353 0.207257 0.247926 0.164271 0.151198 0.136074 0.132871 0.120167 0.131942 0.0742838 0.0378133
threshold=-0.26361999999999991 -0.046079999999999989 0.31351000000000001 -0.043004999999999995 -0.041534999999999996 0.062910000000000008 -0.099704999999999974 0.11500500000000001 -1.0000000180025095e-35 -0.11825999999999999 -0.085264999999999994 -0.50875499999999996 -0.14867499999999997 -0.096849999999999978 -0.076204999999999981 -0.10594499999999998 0.08401500000000002 -1.0000000180025095e-35 0.084725000000000009 0.0053500000000000015 0.25137500000000007 0.090175000000000019 -0.045524999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 3 8 11 -6 7 17 -3 -1 -11 -2 -13 18 16 -10 -15 -5 -14 -8 -21 -16 -7
right_child=1 2 -4 6 5 22 19 -9 15 10 -12 12 13 14 21 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.00045722095797747121 0.00069405707897184966 0.00028280868526102577 0.00029400131766972744 0.00065418628334798317 0.00045560454787577358 0.00082094948991599641 0.0007578357227366483 0.00041834962346487477 0.00048014832306911487 4.339787010768024e-05 0.00033641122124302781 0.0011248892387792789 0.00069193887654359174 0.00095360755109666156 0.00086939707978075877 0.00073244148850531933 0.00085228857844182762 0.00085738785515067438 0.00087932999415311691 0.0010767986984651962 0.0008426006214049391 0.0007627627580245657 0.00095249895974783858
leaf_weight=60 66 62 63 60 69 52 53 69 53 99 60 54 80 1059 313 63 198 98 92 52 58 101 58
leaf_count=60 66 62 63 60 69 52 53 69 53 99 60 54 80 1059 313 63 198 98 92 52 58 101 58
internal_value=0 0.000831404 0.000642054 0.000680596 0.000887167 0.000723137 0.000762429 0.000670536 0.000501103 0.000237373 0.000154191 0.000902107 0.000909327 0.000902992 0.000914356 0.000617473 0.000937676 0.000780446 0.000792376 0.000890185 0.000953633 0.000843468 0.000890632
internal_weight=0 2773 631 568 2142 179 390 227 178 219 159 1963 1897 1843 1671 116 1257 158 172 163 110 414 110
internal_count=2992 2773 631 568 2142 179 390 227 178 219 159 1963 1897 1843 1671 116 1257 158 172 163 110 414 110
is_linear=0
shrinkage=0.0032998


Tree=8267
num_leaves=23
num_cat=0
split_feature=4 14 16 1 16 16 15 50 16 1211 403 4 13 16 15 1454 39 4 157 1 16 13
split_gain=0.556245 0.158983 0.156913 0.130824 0.173946 0.232313 0.160243 0.102695 0.095208 0.0841663 0.126374 0.119327 0.0795202 0.155424 0.0690874 0.058529 0.0584507 0.0714817 0.047045 0.0449189 0.0481154 0.0448154
threshold=0.31392000000000003 -0.45687499999999998 -0.54364499999999982 0.09518500000000002 0.12992000000000004 -0.0060749999999999997 0.0047550000000000005 0.12170000000000002 0.25137500000000007 0.077725000000000016 -0.079109999999999986 -0.39175499999999991 -0.16392499999999996 -0.43491999999999992 -0.22805999999999996 0.083660000000000026 0.08252000000000001 0.0067750000000000006 -0.027089999999999996 0.11597500000000001 0.62619000000000014 -0.069029999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 5 6 16 8 9 11 -11 -1 -4 -14 -13 -16 17 -5 -10 20 -6 -20
right_child=1 2 12 4 19 -7 -8 -9 18 10 -12 14 13 -15 15 -17 -18 -19 21 -21 -22 -23
leaf_value=0.016840342774677376 0.0076387870257901402 0.0061553613795232772 0.0012504655097664492 0.0019833300632430733 0.0035416027490963757 -0.0038676927667131351 0.01321664889037155 0.0014750940452056486 0.0085045072836765854 -0.0020047344869056284 0.0085521191870901268 0.014520097492823293 -0.0021063622842693698 -0.01358004462360151 0.0086078760240663622 0.0031559564721712818 3.226681546794149e-05 0.0095604399187259586 0.0061334233292740662 0.011947731417602182 0.010598358104774179 7.9304967829966792e-06
leaf_weight=52 60 53 56 76 60 102 60 68 62 52 83 55 95 52 1512 59 89 67 64 90 52 73
leaf_count=52 60 53 56 76 60 102 60 68 62 52 83 55 95 52 1512 59 89 67 64 90 52 73
internal_value=0 -0.000152171 -0.0019852 0.00730822 0.00510157 0.00303615 0.00545391 0.00793965 0.00815724 0.00854197 0.00447247 0.0088683 -0.00411941 -0.0061773 0.00861224 0.00840427 0.00343857 0.00554601 0.00464317 0.00912129 0.00683399 0.00288259
internal_weight=0 316 256 2676 596 394 292 2080 2012 1813 135 1678 203 147 1626 1571 232 143 199 202 112 137
internal_count=2992 316 256 2676 596 394 292 2080 2012 1813 135 1678 203 147 1626 1571 232 143 199 202 112 137
is_linear=0
shrinkage=0.16829


Tree=8268
num_leaves=25
num_cat=0
split_feature=1 2 4 14 0 2 3 150 1 3 15 3 15 4 49 3 3 0 3 13 3 393 42 4
split_gain=6.74534 0.947131 0.741418 0.650095 0.591775 0.563725 0.515184 0.390675 0.343001 0.27902 0.225668 0.218111 0.157184 0.130985 0.128053 0.128843 0.127046 0.124856 0.120527 0.168951 0.263601 0.10302 0.0315217 0.0312748
threshold=0.10921500000000002 0.10060500000000001 -0.03463999999999999 0.073890000000000011 -0.024974999999999997 1.0000000180025095e-35 -0.005644999999999999 1.0000000180025095e-35 0.095265000000000016 -0.14539499999999997 -0.17840999999999999 -0.081224999999999978 -0.10763999999999999 -0.018069999999999996 0.098965000000000011 -0.080624999999999988 -0.082504999999999981 -0.11167499999999998 -0.083644999999999983 -0.0015099999999999998 -0.065134999999999985 0.10135500000000001 0.085695000000000007 -0.0014249999999999998
decision_type=2 2 2 2 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 8 5 6 -4 9 10 -3 -1 16 17 -10 15 -13 21 -7 -11 20 23 -12 -18 -20
right_child=2 7 4 -5 -6 12 -8 -9 13 18 11 14 -14 -15 -16 -17 22 -19 19 -21 -22 -23 -24 -25
leaf_value=0.001073719429530605 0.00069066439113735461 0.00092372640285774904 0.00075123257447264264 0.0011314191056308975 0.00010795220227198875 0.0004802017871303053 0.00033270147450419898 0.00046422770156774812 0.00079716379993224732 0.00054752100307089633 0.00085488013865681772 0.00067018522760575652 0.00022752029306627266 0.0006072391447330067 0.00065022510846838536 0.00083406552641394655 0.0010397481398905849 0.00028826182535612296 0.0008379327376576974 0.00083918698050026508 0.00053530278059740722 0.0010104954808677039 0.00093141266954868272 0.00071974070390928716
leaf_weight=52 94 70 85 90 79 86 52 70 78 54 803 61 101 86 58 501 54 67 52 92 93 52 100 62
leaf_count=52 94 70 85 90 79 86 52 70 78 54 803 61 101 86 58 501 54 67 52 92 93 52 100 62
internal_value=0 0.000823448 0.000422709 0.000856423 0.000369043 0.000421705 0.000592631 0.000693954 0.000842989 0.000731886 0.000857135 0.000850199 0.000329374 0.000697784 0.000800857 0.00081634 0.000880484 0.00039638 0.000693745 0.000720035 0.000666908 0.000864386 0.000969629 0.000773962
internal_weight=0 2428 564 1935 470 391 137 493 1845 423 1681 1629 254 164 620 562 1009 153 353 299 207 855 154 114
internal_count=2992 2428 564 1935 470 391 137 493 1845 423 1681 1629 254 164 620 562 1009 153 353 299 207 855 154 114
is_linear=0
shrinkage=0.0032998


Tree=8269
num_leaves=20
num_cat=0
split_feature=2 9 2 12 43 47 47 1453 393 151 12 133 43 43 52 52 159 39 131
split_gain=0.202608 0.167603 0.12348 0.10808 0.0985381 0.0803246 0.24696 0.157726 0.0847512 0.0734418 0.0781335 0.0403029 0.0379577 0.0729476 0.0366474 0.170441 0.0502224 0.0297529 0.0278264
threshold=0.10060500000000001 -1.0000000180025095e-35 -0.10238999999999998 -0.0066799999999999993 -0.22491499999999998 0.094695000000000015 0.077735000000000012 -0.077314999999999981 0.10264500000000001 -0.086824999999999986 -0.042789999999999988 0.006510000000000001 0.13751500000000003 0.0015200000000000003 -1.0000000180025095e-35 0.048655000000000011 0.08573500000000002 0.099965000000000012 0.087395000000000014
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 -5 -9 -6 17 18 13 14 16 -16 -12 -11 -7
right_child=4 2 3 5 9 11 -8 8 -10 10 12 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.00030120051231392414 -0.0028119519955573328 0.0009767106006887045 0.013305252571359758 -0.00093555918659598961 -0.00073899460870585642 2.8527898616046307e-05 0.015528586594378301 0.0070828178170290962 0.01390694532459282 0.0031176651438639281 0.0089238694193935417 0.0079340572082662146 0.0098624746584716812 -0.00073349089262807708 -0.0016599468347107637 0.0082958963988599092 0.0033545434952571029 -0.0019164261647888323 0.0046877672368814223
leaf_weight=90 61 90 84 68 76 71 102 1487 54 88 166 52 56 52 82 119 65 53 76
leaf_count=90 61 90 84 68 76 71 102 1487 54 88 166 52 56 52 82 119 65 53 76
internal_value=0 0.00679012 0.00709722 0.00737257 0.00367721 0.00711072 0.00748406 0.00697297 0.00732312 0.00420249 0.0047566 0.00389176 0.00567862 0.00519083 0.0059081 0.00422537 0.00736452 0.00121268 0.00244961
internal_weight=0 2174 2084 1994 818 1910 1711 1609 1541 757 681 199 540 484 432 201 231 141 147
internal_count=2992 2174 2084 1994 818 1910 1711 1609 1541 757 681 199 540 484 432 201 231 141 147
is_linear=0
shrinkage=0.16829


Tree=8270
num_leaves=13
num_cat=0
split_feature=2 457 14 0 16 9 12 123 12 159 16 48
split_gain=0.280335 0.133932 0.184495 0.0854069 0.0901031 0.0855212 0.0642758 0.081531 0.0731502 0.0615113 0.0580962 0.0596157
threshold=0.16730000000000003 0.11129500000000002 0.073890000000000011 -0.11073999999999999 -0.059289999999999995 0.089020000000000016 -0.093719999999999984 0.09394000000000001 0.09253500000000002 0.085345000000000018 -0.12080999999999999 0.089775000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 6 -5 8 -8 10 11 -1
right_child=-2 -3 -4 5 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=0.0034597135065009611 -0.0056965998293837736 -0.0023820780006893905 0.012407009015184428 -0.00011753364701673931 -0.001795783820231148 0.01181328629915019 0.0061102328304326308 -0.0013313825646173207 0.0040407201400055716 0.0090614399040602634 0.0076619748227678558 -0.0032772420739342559
leaf_weight=114 72 69 95 65 101 55 1392 52 752 56 53 55
leaf_count=114 72 69 95 65 101 55 1392 52 752 56 53 55
internal_value=0 0.00492457 0.00510591 0.00484788 0.00249686 0.00523183 0.00507094 0.00522533 0.0053852 0.00406288 0.00279389 0.00125658
internal_weight=0 2859 2790 2695 379 2316 2261 2196 2144 278 222 169
internal_count=2931 2859 2790 2695 379 2316 2261 2196 2144 278 222 169
is_linear=0
shrinkage=0.16829


Tree=8271
num_leaves=16
num_cat=0
split_feature=10 14 15 43 15 482 15 41 43 453 52 484 52 1209 15
split_gain=0.132175 0.0976477 0.0730047 0.137116 0.363589 0.119234 0.0846354 0.0822438 0.109616 0.0705258 0.0488392 0.0475321 0.054976 0.047283 0.055716
threshold=-0.089679999999999982 0.073890000000000011 0.039965000000000007 -0.11760499999999999 -0.046109999999999991 0.097205000000000014 0.084785000000000013 0.078150000000000011 0.41068500000000002 0.082930000000000018 0.08593000000000002 -0.081534999999999982 -0.0083399999999999985 -0.084394999999999984 0.085915000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 7 10 8 9 -5 -4 -8 -13 -14 -15
right_child=1 -3 6 5 -6 -7 11 -9 -10 -11 -12 12 13 14 -16
leaf_value=-0.0027287234905890175 0.0043484257675550867 0.0092772112864205874 0.0064357982517352702 0.0031370236980925023 -0.013025942551531227 0.010192450468917891 0.00022223420832236739 0.0098733048793293345 -0.0043185435480835137 0.0090066764156864175 0.0127538336188088 0.0098943296879746602 -0.00041473035015274288 0.00034145296253821478 0.0052579799813487153
leaf_weight=83 99 99 103 1332 52 76 73 53 54 61 54 55 54 74 609
leaf_count=83 99 99 103 1332 52 76 73 53 54 61 54 55 54 74 609
internal_value=0 0.00407148 0.00388335 0.0032133 -0.0016229 0.00367781 0.00501387 0.00334654 0.00310623 0.00339535 0.00862032 0.00435721 0.00473607 0.00434869 0.00472793
internal_weight=0 2848 2749 1727 151 1576 1022 1500 1447 1393 157 865 792 737 683
internal_count=2931 2848 2749 1727 151 1576 1022 1500 1447 1393 157 865 792 737 683
is_linear=0
shrinkage=0.16829


Tree=8272
num_leaves=20
num_cat=0
split_feature=3 15 12 12 15 3 0 12 15 16 15 16 151 157 133 480 0 13 15
split_gain=5.67953 3.84986 1.52311 0.798494 0.599463 0.543161 0.481621 0.471835 0.461925 0.42867 0.34345 0.200923 0.176384 0.172166 0.118362 0.207871 0.144719 0.104797 0.0887203
threshold=0.28833000000000003 -0.38214499999999996 0.056995000000000011 0.091545000000000015 -0.14151499999999997 -0.12711499999999995 -0.105195 0.14472000000000004 0.021950000000000001 0.10134000000000001 -0.015539999999999998 -0.4136149999999999 -1.0000000180025095e-35 -0.060134999999999994 0.11330000000000001 0.08598500000000002 -0.10462499999999998 0.17888000000000001 -0.035654999999999992
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 5 -3 -4 -2 13 9 10 12 -1 -6 -5 15 16 -7 18 -15
right_child=6 2 3 7 8 14 -8 -9 -10 -11 -12 -13 -14 17 -16 -17 -18 -19 -20
leaf_value=0.0005229797736636038 0.00037253188852548035 0.0011022215409043426 0.0012686999483503825 0.00078074353446855012 0.00062581841956740457 0.00083745524090119469 -4.1586414439622734e-05 0.00060150676650681475 0.00098569564080994935 0.00090149317066004573 0.00043998950452193183 0.00028601996470231373 0.00080329145087554082 0.00088114607464131512 0.00088127275250923852 0.0012010833410267651 0.0010205664203634694 0.0010604054867776043 0.00095887386510989524
leaf_weight=81 67 58 101 85 145 52 56 53 75 93 70 77 110 290 72 69 887 75 415
leaf_count=81 67 58 101 85 145 52 56 53 75 93 70 77 110 290 72 69 887 75 415
internal_value=0 0.000908503 0.000938348 0.000978947 0.000783623 0.0010359 0.000183704 0.000905642 0.000746069 0.000702989 0.000646078 0.000407722 0.000702514 0.000924236 0.00101409 0.00102355 0.00101046 0.000939828 0.000926951
internal_weight=0 2808 2650 2099 551 1181 123 918 493 418 325 158 255 865 1080 1008 939 780 705
internal_count=2931 2808 2650 2099 551 1181 123 918 493 418 325 158 255 865 1080 1008 939 780 705
is_linear=0
shrinkage=0.0032998


Tree=8273
num_leaves=10
num_cat=0
split_feature=2 1375 14 3 3 3 123 447 151
split_gain=0.17549 0.123902 0.104102 0.124127 0.16039 0.111709 0.0680017 0.0621467 0.0635063
threshold=0.16730000000000003 -0.10702499999999998 0.073890000000000011 -0.15327499999999997 -0.23394499999999999 -0.14088999999999999 0.106035 0.088115000000000013 -0.085764999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 7 8 -7
right_child=-2 2 -4 5 -6 6 -8 -9 -10
leaf_value=-0.0028267284294297302 -0.0043001081670664947 0.0040195405880603828 0.0097073465287862756 0.012100891870057336 -0.0069984111951552639 0.0010785543761202747 -0.0017392160713401944 0.0094455528392662462 0.0044327420507655046
leaf_weight=71 72 90 97 52 64 174 53 66 2192
leaf_count=71 72 90 97 52 64 174 53 66 2192
internal_value=0 0.00410041 0.00427747 0.00408107 -0.000547682 0.00436275 0.00420011 0.00433028 0.00418683
internal_weight=0 2859 2788 2691 154 2537 2485 2432 2366
internal_count=2931 2859 2788 2691 154 2537 2485 2432 2366
is_linear=0
shrinkage=0.16829


Tree=8274
num_leaves=27
num_cat=0
split_feature=1 2 12 3 51 3 52 15 11 0 12 0 1 42 42 42 42 12 1 3 3 1446 3 52 12 48
split_gain=8.06858 2.68007 1.6136 0.474997 0.356949 0.461579 0.318625 0.362935 0.309333 0.277885 0.54182 0.316637 0.223475 0.182163 0.175587 0.168965 0.157757 0.152539 0.148149 0.146971 0.192307 0.12046 0.116659 0.108218 0.106264 0.105892
threshold=0.10123500000000001 0.14744000000000002 0.085075000000000026 -0.072649999999999978 -0.097124999999999989 0.093925000000000022 0.056265000000000009 -0.2987999999999999 0.090715000000000004 -0.14920999999999998 0.081320000000000017 -0.096109999999999987 0.14566000000000004 0.084855000000000014 0.086435000000000012 0.087120000000000017 0.086700000000000013 0.106505 0.11039500000000001 0.11269500000000002 -0.011259999999999997 0.083705000000000016 -0.010059999999999998 0.047800000000000009 0.096535000000000024 0.089955000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 9 -5 16 7 -2 17 -1 -11 13 -3 -12 21 -16 22 18 -4 20 -9 25 -6 -18 -17 -13
right_child=1 12 8 4 5 -7 -8 19 -10 10 11 14 -14 -15 15 24 23 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0011343806959592609 0.0002023927874874445 0.00016210322955401328 0.00077796663131433864 0.00098546813047701459 0.00078931992341226627 0.00052191328761760415 0.00062173055917992028 0.00041322080947540365 0.00055908747725930586 0.00058039915042845495 0.00066106292126380365 0.00094392480919366505 -0.00013805145704416891 0.00090252994785968202 0.00070935994403976738 0.00092818613567511817 0.00063212922411290113 0.00069938097444697069 0.0010020205281491906 0.00034745548677413168 0.00066761003143263266 0.0011100119787509949 0.00095471840621784334 0.00081279866785589807 0.00078742243011266171 0.0010871333916362485
leaf_weight=64 83 54 59 97 94 73 82 73 54 53 77 704 54 64 52 467 69 58 77 80 60 63 101 83 71 65
leaf_count=64 83 54 59 97 94 73 82 73 54 53 77 704 54 64 52 467 69 58 77 80 60 63 101 83 71 65
internal_value=0 0.000492084 0.000574906 0.000891816 0.000803807 0.000761768 0.000438994 0.000388252 0.00078192 0.000918879 0.000910322 0.000921487 1.16997e-05 0.000770915 0.000936393 0.00089208 0.000812125 0.000843764 0.00090508 0.00046051 0.000528248 0.000967774 0.000875169 0.000731016 0.000909675 0.000956075
internal_weight=0 734 626 2197 517 420 378 296 248 1680 1616 1563 108 141 1422 590 347 194 136 213 133 832 195 152 538 769
internal_count=2931 734 626 2197 517 420 378 296 248 1680 1616 1563 108 141 1422 590 347 194 136 213 133 832 195 152 538 769
is_linear=0
shrinkage=0.0032998


Tree=8275
num_leaves=20
num_cat=0
split_feature=4 3 39 3 14 4 0 0 16 0 43 43 0 4 43 15 481 160 51
split_gain=8.34803 3.8029 2.80952 0.974414 0.745201 0.759414 0.811228 0.55011 0.455693 0.381724 0.366803 0.29007 0.278977 0.285931 0.238316 0.185963 0.142998 0.0992512 0.0451043
threshold=0.25367000000000006 0.28833000000000003 0.0047850000000000011 0.31395500000000004 0.073890000000000011 0.008570000000000003 -0.11073999999999999 -0.10071499999999999 -0.066844999999999988 -0.15270499999999995 -0.065749999999999989 -0.085594999999999991 -0.072924999999999976 -0.47860499999999995 -0.073079999999999992 -0.063834999999999989 -0.077069999999999986 -1.0000000180025095e-35 -0.047864999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 6 -1 9 17 -2 11 -4 16 -14 -9 18 -8 -7 -10
right_child=3 -3 10 -5 -6 8 12 14 15 -11 -12 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=0.00077690725195052692 0.00055597679892421597 0.00022464271861418782 0.00074529909840365517 0.00014305264247496628 0.0013753322978782682 0.0011602365484587832 0.0012331731789858209 0.00031664781659425503 0.00094321278937834255 0.00086099579161578381 0.0009036032539311721 0.00045054375747571949 0.0011603788319095591 0.00097796177890755918 0.00056992079089852714 0.00064455618394193451 0.0011202694550796024 0.0009810035567539364 0.00080284982718852862
leaf_weight=85 88 63 69 64 90 59 144 79 61 93 56 79 140 303 85 57 1186 92 52
leaf_count=85 88 63 69 64 90 59 144 79 61 93 56 79 140 303 85 57 1186 92 52
internal_value=0 0.00102595 0.00104635 0.000517734 0.00107972 0.0010675 0.0010932 0.000587138 0.000918602 0.000712894 0.000674955 0.000588202 0.00110835 0.00103569 0.000448132 0.000800555 0.00113252 0.00105127 0.000878933
internal_weight=0 2536 2473 409 2269 2179 1858 345 321 181 204 148 1773 443 164 170 1330 151 113
internal_count=2945 2536 2473 409 2269 2179 1858 345 321 181 204 148 1773 443 164 170 1330 151 113
is_linear=0
shrinkage=0.0032998


Tree=8276
num_leaves=13
num_cat=0
split_feature=15 10 447 48 0 13 52 13 47 0 12 39
split_gain=8.25309 3.23802 2.2895 1.37284 0.96239 0.846 0.695288 0.678649 0.385725 0.36965 0.359444 0.0857075
threshold=-0.26361999999999991 -1.0000000180025095e-35 0.089095000000000021 0.12174000000000001 -0.068189999999999987 -0.38538999999999995 0.12371000000000001 -0.14022999999999999 0.11566000000000001 -0.10726999999999999 -1.0000000180025095e-35 0.093500000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 5 -2 -3 10 -7 9 -9 11 -1
right_child=1 2 -4 -5 -6 7 -8 8 -10 -11 -12 -13
leaf_value=0.00015992342133345938 0.00087778771118074926 0.00078819873846955812 0.00055320841334801079 0.00076695662471186498 0.00028803720340193971 0.001477004800690949 0.00078812794042606624 0.0010624154183989734 0.00092065060473246166 0.0011934429024942168 0.00056502457182564523 0.00034287649048751539
leaf_weight=54 61 62 71 96 60 82 57 273 67 1937 65 60
leaf_count=54 61 62 71 96 60 82 57 273 67 1937 65 60
internal_value=0 0.00111385 0.00113853 0.00115503 0.000585641 0.0011704 0.000470187 0.00118043 0.00116974 0.00117727 0.000368746 0.000256524
internal_weight=0 2709 2588 2517 121 2421 236 2359 2277 2210 179 114
internal_count=2945 2709 2588 2517 121 2421 236 2359 2277 2210 179 114
is_linear=0
shrinkage=0.0032998


Tree=8277
num_leaves=32
num_cat=0
split_feature=4 2 39 150 2 2 2 2 2 4 52 52 39 403 16 133 4 42 157 150 2 4 42 475 16 4 16 16 160 2 2
split_gain=12.559 3.70835 2.45652 1.42744 1.38408 0.73875 0.427443 0.389066 0.388563 0.35012 0.237901 0.475067 0.220968 0.220892 0.269294 0.209039 0.227129 0.16607 0.15519 0.269475 0.14208 0.132908 0.145461 0.12879 0.108893 0.0844833 0.0841278 0.0717904 0.158719 0.0407049 0.0338104
threshold=0.31392000000000003 0.11152000000000002 0.0047850000000000011 0.088135000000000005 -1.0000000180025095e-35 0.14253500000000002 0.095105000000000009 0.091235000000000024 0.14019000000000004 -0.068809999999999996 -0.4387299999999999 0.042815000000000006 0.087880000000000014 -0.088579999999999978 0.11702000000000001 0.070495000000000016 0.015030000000000002 0.09087000000000002 -0.081534999999999982 0.085595000000000018 0.095465000000000008 -0.084044999999999995 0.085695000000000007 -0.084344999999999989 -0.034884999999999992 -0.013049999999999997 -0.08151499999999999 -0.54150999999999994 -1.0000000180025095e-35 0.10052500000000002 0.097925000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 10 -6 13 12 20 -3 -12 27 21 18 16 24 -16 23 -20 -9 26 -23 -15 -11 -17 -1 -2 -29 -22 -27
right_child=8 3 4 -5 6 -7 -8 9 -10 15 11 -13 -14 14 17 25 -18 -19 19 -21 29 22 -24 -25 -26 30 -28 28 -30 -31 -32
leaf_value=0.0012519582173096146 0.00058683401608910786 0.0011089244780951807 0.00028405793824122364 0.00028942717982315678 0.0011334561298047994 0.00051720975472873082 0.00070942590294332359 0.0010279241144268067 0.00015278475869574476 0.00090940890473792282 0.0006656930206307022 0.0010186786408296279 0.00026286156463755072 0.0013830381661249348 0.0011222400751682809 0.0011800840979782606 0.0010582027643614056 0.0008830346618028148 0.0011829862644783704 0.00093959903034822269 0.0012597957609045884 0.00086587374451626447 0.0010782200345715218 0.0011897220961172808 0.00070029541372741884 0.0010787939807866984 0.0010641918001726559 0.00056882148841530371 0.00031655946221487038 0.001147194131807543 0.00095491760870090891
leaf_weight=52 52 55 57 66 53 65 52 81 83 60 78 91 72 77 84 52 65 54 894 54 79 59 97 83 54 54 62 52 59 88 61
leaf_count=52 52 55 57 66 53 65 52 81 83 60 78 91 72 77 84 52 65 54 894 54 79 59 97 83 54 54 62 52 59 88 61
internal_value=0 0.00104205 0.00109108 0.000728103 0.00069892 0.000828163 0.000923796 0.00112118 0.000347545 0.00104891 0.000918237 0.000855971 0.000416182 0.00114947 0.0011683 0.000980373 0.000900749 0.00102889 0.00118563 0.00116916 0.00114439 0.00106245 0.000998135 0.00128298 0.000810664 0.00106551 0.00115015 0.000483691 0.000435054 0.00120067 0.00101339
internal_weight=0 2627 2272 355 162 289 105 2110 318 594 224 169 235 1516 1246 346 179 138 1108 948 248 270 156 160 114 167 114 163 111 167 115
internal_count=2945 2627 2272 355 162 289 105 2110 318 594 224 169 235 1516 1246 346 179 138 1108 948 248 270 156 160 114 167 114 163 111 167 115
is_linear=0
shrinkage=0.0032998


Tree=8278
num_leaves=22
num_cat=0
split_feature=2 2 2 2 52 52 123 3 2 52 1453 3 3 51 475 2 52 52 3 2 2
split_gain=5.11469 2.53229 1.76725 1.11162 0.732952 0.797042 0.686811 0.319573 0.306044 0.199169 0.258561 0.18886 0.157133 0.193781 0.15866 0.131355 0.127291 0.108489 0.0931682 0.0342474 0.00343666
threshold=0.13388500000000003 -1.0000000180025095e-35 0.10060500000000001 0.16993500000000003 -0.41694999999999993 0.042815000000000006 0.085810000000000011 -0.079854999999999995 0.10869000000000002 -0.53082999999999991 -0.081719999999999973 -0.029394999999999998 0.084670000000000009 0.11178000000000002 -0.087769999999999987 0.11263500000000001 -0.0037699999999999995 -0.069059999999999996 -0.080854999999999996 0.11454500000000002 0.10449000000000001
decision_type=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 16 15 8 7 -1 20 -3 -11 -10 13 14 -12 -4 -2 -14 -7 -20 -6
right_child=3 2 4 -5 5 18 -8 -9 11 10 12 -13 17 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.00082847209553865556 0.00063097099998251748 0.0011044175520503064 0.00086939581226847288 2.6817668307886991e-05 0.00067403812828298619 0.00072182032069533191 0.00018888728256716901 0.00051515553548123758 0.00061154690631021452 0.0011606865262391744 0.00077012164482735115 0.00038228345231210197 0.0009111002444447628 0.00078760170182682102 0.00095566365888973361 0.0010849315191317486 0.00043968515952907082 0.00070334975665993396 0.00093540414147979991 0.00082240968114889539 0.00073187137634913885
leaf_weight=56 64 86 80 74 52 55 52 100 66 57 54 100 60 88 1502 54 99 55 79 60 52
leaf_count=56 64 86 80 74 52 55 52 100 66 57 54 100 60 88 1502 54 99 55 79 60 52
internal_value=0 0.000868514 0.000897639 0.000362725 0.000740902 0.000678558 0.000518282 0.000627854 0.000562235 0.0009469 0.000939421 0.000473649 0.000932231 0.000940616 0.000949247 0.000956516 0.000515007 0.000812048 0.000840269 0.000886883 0.000703294
internal_weight=0 2708 2500 237 598 464 208 156 270 1902 1816 166 1759 1644 1556 134 163 115 194 139 104
internal_count=2945 2708 2500 237 598 464 208 156 270 1902 1816 166 1759 1644 1556 134 163 115 194 139 104
is_linear=0
shrinkage=0.0032998


Tree=8279
num_leaves=21
num_cat=0
split_feature=4 3 10 403 12 4 52 1446 147 3 12 403 52 3 3 12 52 4 3 403
split_gain=0.380585 0.168716 0.111537 0.12955 0.238919 0.0947653 0.142342 0.0792607 0.0702415 0.120884 0.0664584 0.108872 0.0704976 0.0624503 0.0564467 0.0506268 0.0486499 0.0446471 0.0808384 0.017675
threshold=0.25367000000000006 0.28833000000000003 -1.0000000180025095e-35 -0.015149999999999999 0.084175000000000014 0.40441500000000002 0.042815000000000006 0.10498000000000002 0.087170000000000011 0.10856000000000002 0.088845000000000021 -0.084399999999999989 0.089255000000000015 -0.13117499999999996 -0.021559999999999996 0.095980000000000024 0.08709500000000002 0.5567700000000001 0.11269500000000002 -0.41534499999999991
decision_type=2 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 -2 8 9 13 11 16 15 -5 -7 -12 -6 18 -16 -14
right_child=5 -3 3 7 10 14 -8 -9 -10 -11 12 -13 19 -15 17 -17 -18 -19 -20 -21
leaf_value=0.0017680997201214561 -0.0077750481995227617 -0.0010448455181245422 -0.0037955732925517198 0.011839711771998619 0.013776032704948375 0.0072085907285262887 0.0040113342495273719 0.0028312880479448121 0.003433598837152595 0.016986294482558374 0.0013036823938820934 0.0034430978667252983 0.010959868893524894 0.0084743499574316747 -0.00060736484927924664 0.0069968362231278957 0.0075912378939767674 -0.0017689750271353251 0.0073164878956878667 0.0066929333472147187
leaf_weight=86 60 63 65 179 103 87 56 64 65 54 123 67 53 1421 67 70 58 60 79 65
leaf_count=86 60 63 65 179 103 87 56 64 65 54 123 67 53 1421 67 70 58 60 79 65
internal_value=0 0.00753014 0.00774932 0.00796406 0.00582488 0.00199182 -0.00206958 0.00868771 0.00890471 0.00911863 0.00698838 0.00918204 0.00537439 0.00885197 0.00360588 0.00337787 0.0115591 0.00207562 0.00366789 0.00862466
internal_weight=0 2536 2473 2387 604 409 116 1783 1719 1654 539 228 311 1600 293 193 161 206 146 118
internal_count=2945 2536 2473 2387 604 409 116 1783 1719 1654 539 228 311 1600 293 193 161 206 146 118
is_linear=0
shrinkage=0.16829


Tree=8280
num_leaves=23
num_cat=0
split_feature=4 123 13 2 151 52 132 2 1455 2 13 2 2 4 13 48 49 49 4 481 52 52
split_gain=5.01713 1.37335 0.941035 0.411024 0.307057 0.287396 0.276617 0.268209 0.278006 0.202761 0.153666 0.14217 0.135796 0.119516 0.118812 0.112756 0.106506 0.106214 0.0984012 0.0791224 0.0688502 0.0607013
threshold=0.31392000000000003 1.0000000180025095e-35 -0.27740999999999993 0.095850000000000005 -0.065174999999999983 0.12345000000000002 0.084790000000000018 0.076510000000000009 0.068185000000000009 0.085155000000000022 -0.011809999999999999 0.088495000000000004 -0.021469999999999996 0.50027500000000014 -0.0058249999999999994 0.10184000000000001 -0.0063599999999999985 0.098965000000000011 0.41377500000000006 -0.0087899999999999975 0.023800000000000005 -0.049669999999999999
decision_type=2 2 2 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 13 15 12 9 14 -3 -10 -4 18 -9 17 -11 -6 -2 -14 -21 -15
right_child=5 10 3 4 6 -7 -8 8 11 16 -12 -13 19 21 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=0.00034987285350121788 0.00024307832662393399 0.00049925567350473743 0.00085675898083366082 0.00041960770534260887 0.00075759734910502423 0.000479811165541337 0.00048754153011711641 0.00080599278232429807 0.00083020498497473423 0.00066821549032118133 0.00029011218507395408 0.0010641290551958314 0.00080549360252503551 0.00019320008545258447 0.00096866480401365963 0.00056789468263819813 0.00076101858600007596 0.00063359859655063395 5.5717775036639307e-05 0.00068594483352323943 0.00058086562483171498 0.00033933146671446054
leaf_weight=73 55 82 54 55 321 53 72 216 65 179 74 54 52 53 67 57 658 104 70 381 89 80
leaf_count=73 55 82 54 55 321 53 72 216 65 179 74 54 52 53 67 57 658 104 70 381 89 80
internal_value=0 0.000701152 0.000719935 0.000731065 0.000656446 0.000257963 0.000679895 0.000756084 0.000783663 0.000767376 0.000400272 0.000936651 0.000696699 0.000212253 0.00084463 0.000708555 0.000741214 0.000727337 0.000138438 0.000680073 0.000666122 0.000281364
internal_weight=0 2653 2497 2424 609 311 554 1815 1239 1120 156 119 576 258 283 482 837 425 125 522 470 133
internal_count=2964 2653 2497 2424 609 311 554 1815 1239 1120 156 119 576 258 283 482 837 425 125 522 470 133
is_linear=0
shrinkage=0.0032998


Tree=8281
num_leaves=19
num_cat=0
split_feature=1 1455 1455 155 9 483 157 16 15 48 4 4 1 16 48 1209 16 48
split_gain=0.303675 0.157325 0.182758 0.139467 0.148824 0.11686 0.117366 0.145221 0.0794839 0.149184 0.0953705 0.104324 0.0840425 0.0788032 0.116758 0.0669851 0.0713485 0.0209538
threshold=0.09803000000000002 0.068185000000000009 0.089620000000000019 0.10022500000000002 -0.08477999999999998 0.085615000000000011 -0.074254999999999988 0.058455000000000007 -0.13513499999999998 0.095425000000000024 -0.15366499999999997 -0.096364999999999992 0.08346000000000002 -0.0093249999999999982 0.12036500000000001 -0.032114999999999998 -0.094174999999999995 0.097690000000000013
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 -2 6 -6 13 17 10 12 -12 -10 14 -8 -13 -17 -1
right_child=3 2 -4 -5 5 -7 7 -9 9 -11 11 15 -14 -15 -16 16 -18 -19
leaf_value=0.012990221314370358 0.01161959163746704 0.018950334291288857 0.0080233949882321243 0.010835332067353629 -0.0052980396174966641 0.0081717398296254542 0.0033644311747555813 0.0082558156528239595 0.015347070692052815 6.9379765553971156e-05 -4.9981659251401057e-05 0.0029337531761227183 0.0066561660976847429 -0.0046456961330405833 -0.0052073010932588842 0.0050442152922502035 0.0081707746182915226 0.0085759234089373866
leaf_weight=87 56 76 103 77 61 91 294 100 79 81 55 92 54 58 53 252 1243 52
leaf_count=87 56 76 103 77 61 91 294 100 79 81 55 92 54 58 53 252 1243 52
internal_value=0 0.00787909 0.0126728 0.00402095 0.00328251 0.00256916 0.00166522 0.00250988 0.00744808 0.00715476 0.00747708 0.00712324 0.0118319 0.0010867 0.00205003 0.00737298 0.00764496 0.0113518
internal_weight=0 2174 179 790 713 657 566 505 1995 1856 1775 1642 133 405 347 1587 1495 139
internal_count=2964 2174 179 790 713 657 566 505 1995 1856 1775 1642 133 405 347 1587 1495 139
is_linear=0
shrinkage=0.16829


Tree=8282
num_leaves=21
num_cat=0
split_feature=4 2 39 2 150 42 42 11 15 16 4 0 2 11 483 16 49 4 13 16
split_gain=3.94747 1.21844 0.604877 0.376103 0.578799 0.37145 0.33826 0.299931 0.175078 0.306844 0.19813 0.171987 0.163964 0.212457 0.119305 0.118494 0.104999 0.0598121 0.0475078 0.0460171
threshold=0.31392000000000003 0.14253500000000002 0.0039300000000000003 0.092155000000000015 0.082085000000000019 -1.0000000180025095e-35 0.081180000000000016 1.0000000180025095e-35 -0.45775499999999997 -0.42170999999999997 0.5567700000000001 -0.077574999999999991 0.11891500000000001 1.0000000180025095e-35 -0.046924999999999988 -0.11807499999999999 -0.083809999999999982 0.41377500000000006 -0.073724999999999985 0.066010000000000013
decision_type=2 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 12 -4 -7 11 10 17 -2 14 13 15 -1 -5 -16 -10 -13 -20
right_child=8 -3 5 4 -6 6 -8 -9 9 -11 -12 18 -14 -15 16 -17 -18 -19 19 -21
leaf_value=0.00086724175239722724 0.00052364519610107526 0.00030961212164589856 0.00075702634792862444 0.00077971292510328652 0.0003662245576477856 0.00029856600490570936 0.00061814691335706801 0.00094321513794601991 0.00040304302550460115 3.5635269590550093e-05 0.00025948548273075814 0.00056546247257144593 0.00051678178105053079 0.00085357616326397709 0.0005993042481416788 0.00064663845631577645 0.00074197676187427004 0.0002526450348369697 0.00063147085489507159 0.00073241727573462845
leaf_weight=82 58 94 53 91 73 86 63 74 53 64 68 60 65 80 62 444 1106 68 126 94
leaf_count=82 58 94 53 91 73 86 63 74 53 64 68 60 65 80 62 444 1106 68 126 94
internal_value=0 0.000679262 0.000692827 0.00070772 0.000646499 0.000518875 0.000433927 0.000736438 0.000286107 0.000221039 0.000381362 0.000726414 0.000676535 0.000693362 0.000743174 0.000669339 0.000734434 0.000318813 0.000651467 0.000674763
internal_weight=0 2653 2559 2357 753 202 149 1604 311 185 126 1530 680 615 1250 535 1168 121 280 220
internal_count=2964 2653 2559 2357 753 202 149 1604 311 185 126 1530 680 615 1250 535 1168 121 280 220
is_linear=0
shrinkage=0.0032998


Tree=8283
num_leaves=19
num_cat=0
split_feature=1 10 52 3 1 1455 1455 0 4 3 3 480 481 3 0 160 16 52
split_gain=0.23578 0.117427 0.138138 0.169196 0.153734 0.109707 0.126983 0.107353 0.108903 0.0854967 0.14121 0.0835892 0.0992109 0.0767862 0.0799045 0.0730636 0.0614372 0.0479661
threshold=0.09803000000000002 -0.15491499999999997 -0.34918499999999997 -0.082204999999999986 0.11561500000000001 0.068185000000000009 0.089620000000000019 -0.00077999999999999999 -0.025824999999999997 0.088880000000000015 -0.0031199999999999995 -0.073629999999999987 -0.085749999999999979 -0.024819999999999998 -0.13409999999999997 -0.077459999999999987 -0.0096749999999999978 -0.54933499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 17 4 -4 9 -7 8 -5 10 11 -1 -13 14 -14 -10 -17 -3
right_child=1 2 3 7 -6 6 -8 -9 15 -11 -12 12 13 -15 -16 16 -18 -19
leaf_value=9.8710112390719393e-05 0.0102145821633218 0.0050319804602884715 -0.0096217796259472927 0.010460152423128794 0.00281239706222251 0.016267201263872964 0.0071489761173391805 -0.0036691014695025867 0.007489036985941608 0.0018684150852844859 0.013443395981055041 0.013667525836821938 0.01250884319195196 0.00094382192331251094 0.0065414785034435038 0.0032669691774635254 -0.0022858601458932851 0.012143383556402616
leaf_weight=55 70 57 61 67 52 76 103 55 83 101 90 58 67 67 1557 216 76 53
leaf_count=55 70 57 61 67 52 76 103 55 83 101 90 58 67 67 1557 216 76 53
internal_value=0 0.00362368 0.0029804 0.00198668 -0.00388396 0.00702401 0.0110304 0.00332507 0.00419945 0.00666363 0.0069184 0.00659188 0.00679504 0.00655825 0.00678878 0.00307608 0.00181556 0.00847472
internal_weight=0 790 720 610 113 2174 179 497 442 1995 1894 1804 1749 1691 1624 375 292 110
internal_count=2964 790 720 610 113 2174 179 497 442 1995 1894 1804 1749 1691 1624 375 292 110
is_linear=0
shrinkage=0.16829


Tree=8284
num_leaves=23
num_cat=0
split_feature=4 1374 45 475 12 475 1455 0 475 12 150 39 2 4 4 4 12 12 4 51 4 133
split_gain=0.128277 0.104994 0.0823814 0.0784069 0.25214 0.126541 0.10127 0.127085 0.0838458 0.0668227 0.0619257 0.0852989 0.107184 0.079804 0.163143 0.053897 0.168592 0.0671799 0.0805376 0.051613 0.0382314 0.0417395
threshold=0.24814500000000003 0.087855000000000016 0.08179500000000002 -0.051584999999999992 0.083985000000000018 -0.082659999999999997 0.068185000000000009 -0.083844999999999989 -0.085754999999999984 -0.098524999999999988 1.0000000180025095e-35 0.084075000000000011 0.092155000000000015 -0.15366499999999997 -0.097349999999999978 0.51152500000000012 0.095450000000000021 0.084175000000000014 0.41823000000000005 1.0000000180025095e-35 -0.023779999999999999 0.085785000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 20 10 -8 -1 -2 13 12 -12 19 -15 16 17 18 -11 -5 -6 -22
right_child=9 -3 -4 6 5 -7 7 -9 -10 15 11 -13 -14 14 -16 -17 -18 -19 -20 -21 21 -23
leaf_value=0.00067591540643545151 0.0071291484876514297 0.01303627118915344 0.011899231692744566 0.0069690446694478519 0.012041178788820902 0.00057408564700168541 0.015716316435652567 0.0053353866438039825 -0.0084045068801303757 -0.003160368867681691 0.0046501667276477917 0.0068911479713743623 -0.0054494375183737568 -0.0039811670806960261 0.0055821525658103178 0.0048606642405424035 -0.0084977363410024039 0.00747170413415006 0.0049775420162325255 0.013388493293143173 0.0033095299392697348 0.009992987588385108
leaf_weight=61 67 52 54 103 60 84 62 74 54 79 60 75 59 52 1551 88 52 52 61 56 54 54
leaf_count=61 67 52 54 103 60 84 62 74 54 79 60 75 59 52 1551 88 52 52 61 56 54 54
internal_value=0 0.00552704 0.00537094 0.00522685 0.0029477 0.00593024 0.00562582 0.0100811 -0.00357231 0.00227518 0.00531513 0.002445 -0.000342103 0.00563011 0.00527081 0.0012902 0 0.00230463 0.000372602 0.00924128 0.00859762 0.00666789
internal_weight=0 2565 2513 2459 367 252 2092 136 115 399 1956 194 119 1762 1603 332 244 192 140 159 168 108
internal_count=2964 2565 2513 2459 367 252 2092 136 115 399 1956 194 119 1762 1603 332 244 192 140 159 168 108
is_linear=0
shrinkage=0.16829


Tree=8285
num_leaves=22
num_cat=0
split_feature=4 1 124 1 4 457 4 1 0 4 0 4 0 14 4 4 1 1 52 160 4
split_gain=8.3629 2.48694 1.05741 0.675078 0.433572 0.429947 0.411008 0.367107 0.301817 0.462858 0.261813 0.380547 0.247812 0.804456 1.01702 0.203609 0.170964 0.167921 0.164653 0.141368 0.0408747
threshold=0.27998000000000006 0.12381000000000002 -0.080429999999999988 0.12000500000000001 0.41823000000000005 0.10412500000000001 0.018150000000000003 0.094775000000000012 -0.076734999999999984 -0.50231999999999988 -0.029849999999999998 -0.37626499999999991 -0.11167499999999998 0.064610000000000015 -0.0060699999999999999 0.6214050000000001 0.096770000000000009 0.086285000000000014 0.070680000000000007 0.069910000000000014 0.50214500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -2 8 -3 -1 12 17 19 -12 13 14 -4 20 18 -10 -14 -11 -5
right_child=3 6 5 15 -6 -7 -8 -9 9 10 11 -13 16 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00080253553213087544 0.00028499625505649213 0.00025584699400631205 0.00037277055410032153 0.00017668166354624509 0.00064375120933526334 0.00061161526162605202 0.0006367013792562251 0.00044385043873183095 0.0011800809362571389 0.00087220610244612042 0.00084003082820466009 0.00047113384905732661 0.00091197962447205712 0.0011302697930687805 0.0008842715457334445 9.5024636887644393e-06 0.001141436005654947 0.00091329224830560406 0.00098890508468366394 0.00069031397679308372 0.00029947035094533776
leaf_weight=54 71 75 60 54 77 55 53 75 55 399 70 55 733 78 146 58 52 52 550 55 71
leaf_count=54 71 75 60 54 77 55 53 75 55 399 70 55 733 78 146 58 52 52 550 55 71
internal_value=0 0.000862902 0.000885982 0.000306039 0.000471884 0.000901913 0.00041382 0.000594271 0.000908824 0.000850239 0.000813122 0.000677998 0.000933626 0.000844019 0.000735462 0.00017172 0.000952662 0.00105076 0.000944984 0.000850248 0.000246707
internal_weight=0 2617 2489 331 148 2360 128 129 2305 686 579 125 1619 284 206 183 1335 107 1283 454 125
internal_count=2948 2617 2489 331 148 2360 128 129 2305 686 579 125 1619 284 206 183 1335 107 1283 454 125
is_linear=0
shrinkage=0.0032998


Tree=8286
num_leaves=28
num_cat=0
split_feature=15 12 12 48 14 0 15 16 16 16 0 43 12 15 12 52 1453 16 1429 52 47 43 52 0 1209 133 12
split_gain=4.08687 1.81165 0.77058 0.633613 0.542741 0.335938 0.327815 0.263974 0.182212 0.179949 0.173155 0.278109 0.124531 0.117081 0.100477 0.118053 0.101988 0.0762797 0.0727442 0.0696705 0.0663399 0.133452 0.0723835 0.0657648 0.0580189 0.0566347 0.0545376
threshold=-0.26361999999999991 0.056995000000000011 0.14472000000000004 0.091045000000000015 -0.45687499999999998 -0.11167499999999998 -0.097794999999999979 -0.071704999999999991 0.15273500000000004 -0.44388499999999992 -0.14076499999999997 -1.0000000180025095e-35 0.083865000000000009 -0.075094999999999981 0.093125000000000013 0.26536500000000002 -0.014859999999999998 -0.16153499999999996 0.084815000000000015 0.029970000000000007 0.082465000000000024 -0.065749999999999989 0.10096500000000001 -0.14076499999999997 -0.073934999999999987 0.090570000000000012 0.085205000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 7 6 -1 -6 -2 12 10 -7 -8 -12 -3 23 15 16 -9 19 -18 -14 21 25 -23 -5 -19 -16 -26
right_child=1 2 -4 13 5 9 8 14 -10 -11 11 -13 17 -15 20 -17 18 24 -20 -21 -22 22 -24 -25 26 -27 -28
leaf_value=0.00047461421928041017 0.00074740958510987005 0.00091139426695330521 0.00031206936933014014 0.00033924837376655943 0.00032123101924918282 0.00014543943692128762 0.00058500999687333653 0.0005495642180228939 0.00065203882125742867 -0.00011159991697188342 0.00052108320283195109 0.00024448257594140603 0.00060480902703710442 0.00043741616997728094 0.00080341216410404176 0.00085499005422756246 0.00071849299453460966 0.00066495953998696629 0.00059086669404327349 0.00074962149406887686 0.00055209431395650862 0.00065036765416255258 0.00052340260816689018 0.00017200333551657817 0.00066918958247834978 0.00066120648767018495 0.00077722559852760995
leaf_weight=59 86 53 54 53 55 56 100 53 86 63 99 67 80 64 77 54 474 72 58 74 83 165 75 52 61 58 617
leaf_count=59 86 53 54 53 55 56 100 53 86 63 99 67 80 64 77 54 474 72 58 74 83 165 75 52 61 58 617
internal_value=0 0.000656554 0.000702335 0.000497507 0.00020094 0.00010794 0.00056384 0.000712578 0.000518891 9.06375e-06 0.000475711 0.000409655 0.00075296 0.000325381 0.000677317 0.000704598 0.000690655 0.000743632 0.000704645 0.000674623 0.000639178 0.000658358 0.000610838 0.000256758 0.000757755 0.000742577 0.000767558
internal_weight=0 2715 2108 607 233 174 438 2054 352 119 266 166 957 169 1097 639 585 904 532 154 458 375 240 105 750 135 678
internal_count=2948 2715 2108 607 233 174 438 2054 352 119 266 166 957 169 1097 639 585 904 532 154 458 375 240 105 750 135 678
is_linear=0
shrinkage=0.0032998


Tree=8287
num_leaves=25
num_cat=0
split_feature=4 3 3 123 0 4 3 39 2 12 2 3 0 15 15 15 52 3 3 150 403 4 0 3
split_gain=8.15158 3.4713 1.75119 0.700782 0.627397 0.564773 0.502961 0.374314 0.342398 0.337953 0.28329 0.273178 0.300558 0.267023 0.45396 0.195715 0.310851 0.180727 0.17387 0.163511 0.163145 0.11605 0.293386 0.0494835
threshold=0.31392000000000003 0.28833000000000003 -0.066229999999999997 1.0000000180025095e-35 -0.072924999999999976 -0.47860499999999995 0.31395500000000004 0.088025000000000006 0.13673000000000005 0.082595000000000016 0.11487000000000001 -0.14186499999999996 -0.10071499999999999 -0.097794999999999979 0.021950000000000001 0.039965000000000007 -0.26876499999999998 -0.082714999999999997 -0.115685 0.08486500000000001 -0.52528499999999989 0.41823000000000005 -0.07002499999999999 -0.096949999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 9 -4 7 21 13 -1 15 -11 -13 -7 -15 16 23 -17 -18 -5 -14 -2 -23 -6
right_child=6 -3 3 19 10 8 -8 -9 -10 11 -12 12 20 14 -16 17 18 -19 -20 -21 -22 22 -24 -25
leaf_value=0.0012934508861371643 0.00042929107304701347 0.00021408284667713052 0.0011762427681193733 0.00069256403210764001 0.0010684148371944242 0.0010234312154907418 0.00012126827952306175 0.00027604717042749587 0.00058948808293456069 0.0012379818992213083 0.00070576894402031955 0.00084342726818566649 0.0008750858162967631 0.00071221020236795194 0.0010009256955075029 0.0011910490074469868 0.00060652604852360606 0.00093252477231993728 0.00087516069039896189 0.00046073476687484994 0.0010421815260306722 0.00078578542847774287 0.00043291097185225546 0.00092158727150533197
leaf_weight=56 65 70 57 86 57 87 64 90 59 67 73 100 70 176 91 52 52 74 56 56 1230 52 52 56
leaf_count=56 65 70 57 86 57 87 64 90 59 67 73 100 70 176 91 52 52 74 56 56 1230 52 52 56
internal_value=0 0.000939693 0.000959559 0.000805344 0.00100811 0.00086689 0.00038397 0.000448749 0.00082411 0.0010394 0.000894597 0.00102967 0.00101968 0.000863114 0.000810743 0.00093422 0.000874039 0.0010395 0.000746144 0.000601387 0.00103321 0.000540512 0.000609687 0.000995963
internal_weight=0 2625 2555 612 1943 470 323 259 413 1523 420 1467 1400 354 267 347 221 126 108 142 1300 169 104 113
internal_count=2948 2625 2555 612 1943 470 323 259 413 1523 420 1467 1400 354 267 347 221 126 108 142 1300 169 104 113
is_linear=0
shrinkage=0.0032998


Tree=8288
num_leaves=18
num_cat=0
split_feature=10 10 16 11 13 1373 0 52 1212 1213 403 484 2 51 51 16 0
split_gain=0.326525 0.195533 0.171871 0.166789 0.221423 0.121577 0.119688 0.150414 0.134424 0.107371 0.144213 0.0802439 0.0760621 0.137863 0.0900286 0.0558224 0.0467662
threshold=1.0000000180025095e-35 -0.089679999999999982 -0.07027499999999999 1.0000000180025095e-35 -0.14545999999999995 1.0000000180025095e-35 -0.099704999999999974 -0.0064899999999999992 0.087575000000000014 -0.092079999999999981 0.23383500000000004 -0.020824999999999996 0.10134000000000001 -0.067059999999999995 0.086450000000000013 -0.077509999999999982 -0.14164999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 7 16 12 10 -6 -11 14 -14 -8 -13 -4
right_child=-2 2 5 -5 9 -7 8 -9 -10 11 -12 15 13 -15 -16 -17 -18
leaf_value=-0.0024736340149127171 -0.0048542909561702834 -0.0019746069237654099 0.0057292329035011687 0.014923761437374193 0.018586901726016129 0.012238991457108253 0.005483899956239221 -0.0076705292594487469 -0.0014580602064687492 0.011370983071660075 0.0064607496159653985 0.0056933326963395578 0.0061570660746513581 -0.00075247043378260921 0.012188546139514651 0.010127927799178623 -0.00075659311014419862
leaf_weight=88 92 81 76 71 52 53 739 52 95 91 61 864 176 152 62 90 53
leaf_count=88 92 81 76 71 52 53 739 52 95 91 61 864 176 152 62 90 53
internal_value=0 0.00532187 0.00557035 0.00697158 0.00651443 0.00431013 0.00400975 -1.95871e-05 0.00460706 0.00710978 0.0120568 0.00657312 0.00511901 0.00294961 0.0060051 0.00611357 0.00305059
internal_weight=0 2856 2768 1310 1239 1458 1405 181 1224 1158 113 1045 1129 328 801 954 129
internal_count=2948 2856 2768 1310 1239 1458 1405 181 1224 1158 113 1045 1129 328 801 954 129
is_linear=0
shrinkage=0.16829


Tree=8289
num_leaves=27
num_cat=0
split_feature=15 40 0 11 0 0 155 15 15 15 0 474 160 42 124 159 160 160 1455 1456 0 49 0 160 49 157
split_gain=4.07134 1.30706 0.829116 0.965717 0.86452 0.592451 0.311686 0.621364 0.278195 0.269201 0.262926 0.197782 0.237588 0.151573 0.22587 0.137497 0.120645 0.220232 0.109459 0.100384 0.0955954 0.0799777 0.0978211 0.0684877 0.0549247 0.0246744
threshold=-0.26361999999999991 -0.034699999999999988 -0.12851999999999997 1.0000000180025095e-35 -0.076384999999999995 -0.14164999999999997 0.097355000000000011 0.039965000000000007 -0.43091499999999999 0.098855000000000012 -0.071379999999999985 0.089265000000000011 -0.08070999999999999 0.095150000000000012 -0.048219999999999992 0.10516000000000002 0.023210000000000005 -1.0000000180025095e-35 0.084775000000000017 0.086455000000000018 -0.064734999999999987 -0.0062099999999999994 -0.10594499999999998 -0.06668499999999998 -0.079769999999999994 0.10799000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 13 3 5 18 16 7 11 15 10 -9 12 -6 14 24 -1 17 -3 19 21 -11 23 -23 -4 -2 -8
right_child=1 2 4 -5 6 -7 25 9 -10 20 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27
leaf_value=0.00046770427762592897 0.00054638553738353354 0.00069947454499957819 0.00086614773914204103 0.00091628320358965083 0.00037211029440265269 0.00020761224881734778 0.00091143744667021662 0.00077786386991759104 0.00012817104181303307 0.00078862333727646437 0.0010930538083361997 0.00077072926919754571 0.00060112095084096132 0.00035508402424793382 0.00072485693345810016 0.00027336966480687755 0.00072768233142286127 0.00041159570845213431 0.00072971061568996749 0.00072264471656417414 0.00061752643957962983 0.0010163166773805008 0.00086549143949667985 0.00073982211580295523 0.00039204576457851301 0.00080574052767338957
leaf_weight=86 52 53 94 87 64 55 65 68 71 74 52 54 230 53 59 76 57 66 85 63 75 52 1041 108 54 54
leaf_count=86 52 53 94 87 64 55 65 68 71 74 52 54 230 53 59 76 57 66 85 63 75 52 1041 108 54 54
internal_value=0 0.00075594 0.00077736 0.00061947 0.000800386 0.000507531 0.000708062 0.000677974 0.000301156 0.000797442 0.00091474 0.000585525 0.000551388 0.000510432 0.000560118 0.000376752 0.000601056 0.000540107 0.000847451 0.000854795 0.000702737 0.000861196 0.000872699 0.000798782 0.000468092 0.00086377
internal_weight=0 2715 2497 318 2179 231 736 617 233 269 120 348 294 218 165 162 176 119 1443 1358 149 1295 1093 202 106 119
internal_count=2948 2715 2497 318 2179 231 736 617 233 269 120 348 294 218 165 162 176 119 1443 1358 149 1295 1093 202 106 119
is_linear=0
shrinkage=0.0032998


Tree=8290
num_leaves=33
num_cat=0
split_feature=1 1 16 11 15 124 13 52 457 43 13 10 52 15 15 1 13 1 4 16 42 1 0 52 39 403 43 4 4 4 16 15
split_gain=8.24849 1.54825 0.634163 0.508484 0.67648 0.600578 0.47813 0.376221 0.26841 0.212188 0.205235 0.190671 0.150343 0.163005 0.34234 0.215709 0.131713 0.206791 0.180181 0.129889 0.105426 0.103105 0.101151 0.100749 0.0929068 0.0711503 0.122396 0.0708015 0.0682256 0.0497275 0.0442271 0.0167688
threshold=0.10359500000000001 0.12765500000000005 0.51165500000000008 1.0000000180025095e-35 0.039965000000000007 -0.080429999999999988 -1.0000000180025095e-35 0.12484500000000003 0.079020000000000021 -1.0000000180025095e-35 -0.011809999999999999 -0.0073499999999999998 -0.082384999999999986 0.08517000000000001 -0.095584999999999989 0.086965000000000001 -0.052719999999999996 0.091055000000000011 -0.083904999999999993 -0.021179999999999997 0.090775000000000008 0.11392000000000001 -0.05461499999999999 -0.14757499999999998 0.08955500000000001 -0.081224999999999992 -0.011714999999999998 -0.012014999999999998 0.020110000000000006 0.052250000000000012 -0.073309999999999986 0.092125000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 5 -5 -1 11 8 10 16 21 -3 23 14 29 -16 18 22 -7 -12 31 -2 28 -11 -13 26 -20 -27 -18 -14 -22 -15
right_child=1 6 -4 4 -6 9 -8 -9 -10 12 19 24 13 20 15 -17 17 -19 25 -21 30 -23 -24 -25 -26 27 -28 -29 -30 -31 -32 -33
leaf_value=0.00040649250165542716 0.00055783940809813338 -0.00019174992586590373 0.00071006996364836566 0.0006897552731269706 0.0011543198096570946 0.00093049712097156682 0.00026862749217444168 0.00057905236419872168 0.00010097362400919711 0.00064819354306904029 0.00035930067499879688 0.00014850389508153439 0.0007689674226263449 0.00077675563013301712 0.00055146258893381563 0.00028977505757963831 0.00073246066712774323 0.00048293822155483538 0.00076981890707156534 0.00012683098335341798 0.00053452417144028621 0.00035929435468417533 0.00056276580192429217 0.00084538316527993373 -4.2162565410415428e-05 0.00078569388743919934 0.00054369075196921746 0.00071487849219574082 0.00061291944993234438 0.00062587494671819636 0.00066999435222390351 0.00069194408792256734
leaf_weight=81 52 52 64 79 61 56 94 65 59 55 54 54 62 88 105 52 419 53 52 52 53 67 54 64 57 302 56 360 64 54 62 52
leaf_count=81 52 52 64 79 61 56 94 65 59 55 54 54 62 88 105 52 419 53 52 52 53 67 54 64 57 302 56 360 64 54 62 52
internal_value=0 0.000282426 0.000407578 0.000698909 0.000892424 0.000686257 8.11701e-05 0.000352005 0.000299916 0.000697224 0.000351927 -2.67181e-05 0.000647175 0.00062291 0.00056612 0.000465013 0.000720068 0.000681727 0.000747411 0.000245591 0.000683571 0.00044635 0.000701281 0.000754541 5.02767e-05 0.00073405 0.000652893 0.000747237 0.000716694 0.000702659 0.000607867 0.000745506
internal_weight=0 670 413 2284 140 2144 257 349 284 2063 225 163 647 528 273 157 1416 590 826 106 255 119 537 119 111 770 108 662 483 116 115 140
internal_count=2954 670 413 2284 140 2144 257 349 284 2063 225 163 647 528 273 157 1416 590 826 106 255 119 537 119 111 770 108 662 483 116 115 140
is_linear=0
shrinkage=0.0032998


Tree=8291
num_leaves=21
num_cat=0
split_feature=4 40 2 2 0 4 15 14 10 0 4 16 4 4 376 403 4 0 16 15
split_gain=7.06476 2.39724 1.44824 0.693163 1.05739 0.508275 0.525619 0.494454 0.49018 0.431558 0.701128 0.350183 0.34589 0.317287 0.302016 0.214269 0.114034 0.123695 0.0922135 0.0582636
threshold=0.31392000000000003 -0.034699999999999988 0.14808000000000002 0.10393500000000001 -0.088794999999999985 0.5567700000000001 -0.43091499999999999 0.073890000000000011 -1.0000000180025095e-35 -0.11167499999999998 0.0019650000000000002 -0.53592999999999991 0.032770000000000001 0.032770000000000001 0.076485000000000011 -0.53824499999999997 0.00093000000000000016 0.056895000000000008 -0.055004999999999991 0.10609500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 7 13 6 -2 9 -1 10 -3 -8 15 -5 -10 -11 17 19 -14 -6
right_child=5 2 -4 4 16 -7 11 -9 14 12 -12 -13 18 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00026103976902434292 0.00064252363476483541 0.00049313960362736301 0.00035193159201862747 0.00032554265478987679 0.0010565600862693259 0.00010353617452320255 0.00046993689154451568 0.0011806944209190528 0.00076285788042416514 0.0011487784925693773 0.00094998355479058018 0.00015298582090074269 0.00085814518651836915 0.00068689525046356035 0.00046175120249614224 0.00094493488395849421 0.00078187061584399542 0.00081870431492946452 0.00069318120057992351 0.00090509599765037081
leaf_weight=56 75 65 52 55 75 76 73 86 80 60 85 80 95 52 68 1550 82 71 66 52
leaf_count=56 75 65 52 55 75 76 73 86 80 60 85 80 95 52 68 1550 82 71 66 52
internal_value=0 0.00086916 0.000897842 0.000909685 0.000781261 0.000337855 0.000415807 0.000934431 0.00052508 0.000923388 0.000752253 0.000304441 0.000937863 0.000501483 0.00062475 0.000952553 0.00088805 0.000931846 0.000790739 0.000994821
internal_weight=0 2650 2446 2394 387 304 228 2007 204 1921 150 153 1771 107 148 1610 280 198 161 127
internal_count=2954 2650 2446 2394 387 304 228 2007 204 1921 150 153 1771 107 148 1610 280 198 161 127
is_linear=0
shrinkage=0.0032998


Tree=8292
num_leaves=28
num_cat=0
split_feature=1 2 2 4 15 2 4 151 403 43 160 4 48 160 49 1429 51 4 43 49 1 401 456 4 13 4 43
split_gain=0.317692 0.167962 0.130314 0.119793 0.103344 0.140954 0.16009 0.158305 0.085584 0.0730204 0.159706 0.102542 0.162038 0.206447 0.0940975 0.104499 0.125209 0.0961399 0.0769431 0.0660428 0.0611646 0.0449846 0.0417902 0.0879399 0.0405548 0.0393103 0.0364811
threshold=0.10331000000000003 -0.13746499999999998 -1.0000000180025095e-35 0.51292000000000015 -0.24511999999999998 0.10325000000000002 -0.061939999999999988 -0.0008699999999999999 -0.5407249999999999 -0.069434999999999983 0.084935000000000024 -0.012014999999999998 0.090935000000000016 -0.50371499999999991 -0.016249999999999997 0.084710000000000021 0.10934000000000001 -0.054114999999999989 -0.077614999999999976 0.089015000000000025 0.11980500000000001 0.074620000000000006 0.03981500000000001 0.0049450000000000006 -0.017354999999999999 0.064860000000000015 -0.082204999999999986
decision_type=2 2 2 2 2 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 -4 20 -7 -8 -1 11 14 12 13 -10 -11 16 17 -16 22 21 -6 -15 23 26 -12 -25 -13
right_child=1 2 3 -5 5 6 7 -9 9 10 24 18 -14 19 15 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 -28
leaf_value=0.012337741739075163 0.01169148087621214 -0.0043652072540184481 0.0097411534825564694 -0.0037859312226674758 0.0040722730939845124 0.0069544117429503113 0.0027892974320545584 -0.0069954568346299257 0.020511228753274081 -0.00030951856611647222 0.0086787757781590855 0.0099813912953870161 0.00054496453656772764 0.0075340821284078279 0.0055309663904843437 -0.0014471481756080716 -0.0016410999901118599 0.0094021397085328334 0.011529069549741975 0.014397005388889571 0.01116118623284562 0.012785381026513446 0.00068186309131234842 -0.00070276689379483324 0.015060477243405049 0.0050147414803058997 0.0051146429986913744
leaf_weight=83 56 78 73 65 82 78 93 94 52 78 59 119 52 304 665 54 55 253 62 61 61 56 53 59 58 79 72
leaf_count=83 56 78 73 65 82 78 93 94 52 78 59 119 52 304 665 54 55 253 62 61 61 56 53 59 58 79 72
internal_value=0 0.00285571 0.00205988 0.00298104 0.00389923 0.00284958 0.000544437 -0.00211963 0.0070066 0.00680382 0.00593277 0.00790045 0.00949842 0.0104789 0.00530379 0.00573187 0.00613214 0.00659982 0.00600692 0.00923552 0.00710878 0.00835594 0.00510595 0.00581318 0.0118577 0.00255728 0.00815621
internal_weight=0 680 624 546 481 408 265 187 2274 2191 1222 969 525 473 1105 1027 973 918 444 421 143 360 382 329 117 138 191
internal_count=2954 680 624 546 481 408 265 187 2274 2191 1222 969 525 473 1105 1027 973 918 444 421 143 360 382 329 117 138 191
is_linear=0
shrinkage=0.16829


Tree=8293
num_leaves=19
num_cat=0
split_feature=3 12 132 4 15 3 41 4 1 4 1 1 403 12 4 4 1 16
split_gain=0.289268 0.120429 0.203046 0.186696 0.16409 0.24173 0.151406 0.14075 0.095965 0.0605481 0.163611 0.115588 0.0591668 0.0627389 0.0473127 0.12815 0.0858458 0.0464778
threshold=0.3148450000000001 0.056995000000000011 0.082230000000000011 -0.17568999999999999 -0.037394999999999991 0.093925000000000022 0.087555000000000008 0.40441500000000002 0.12072500000000001 0.0054350000000000015 0.094090000000000021 0.093390000000000015 -0.5407249999999999 0.082595000000000016 -0.17568999999999999 -0.096364999999999992 0.081720000000000015 0.26768500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 17 8 -6 7 12 9 10 -5 -11 -3 -14 16 -16 -15 -1
right_child=-2 6 -4 4 5 -7 -8 -9 -10 11 -12 -13 13 14 15 -17 -18 -19
leaf_value=0.013454728639648901 -0.0042430000638743149 0.010503153620441312 -0.0065921522586986879 0.015821796599530313 0.00359893075388335 -0.011046812935990927 -0.0028205951910993377 0.014767127531668438 0.00013074874961351533 -0.0018369753112385603 0.0032618080415092125 0.007240727625189773 0.011309795437211785 -0.0025936788696894488 0.013999887412398181 0.0055760456119841456 0.0065348179884081505 0.0066323552059652105
leaf_weight=63 92 79 53 55 80 53 54 53 102 60 64 116 57 54 53 1749 63 54
leaf_count=63 92 79 53 55 80 53 54 53 102 60 64 116 57 54 53 1749 63 54
internal_value=0 0.00533344 0.0034089 0.00423093 0.00288306 -0.00222384 0.00595572 0.0061814 0.00459846 0.00613714 0.00908194 0.00413585 0.00595909 0.00577651 0.00561122 0.0058248 0.00230631 0.0103213
internal_weight=0 2862 700 647 530 133 2162 2108 397 295 119 176 2055 1976 1919 1802 117 117
internal_count=2954 2862 700 647 530 133 2162 2108 397 295 119 176 2055 1976 1919 1802 117 117
is_linear=0
shrinkage=0.16829


Tree=8294
num_leaves=23
num_cat=0
split_feature=1 1 12 124 14 2 0 4 1 4 4 4 47 12 13 42 1456 0 1 0 2 13
split_gain=7.77572 1.60651 1.30755 0.874781 0.550403 0.441389 0.43781 0.500257 0.432611 0.27336 0.264355 0.256133 0.22462 0.272976 0.221162 0.203757 0.176912 0.197583 0.15931 0.122235 0.115893 0.0576464
threshold=0.10398500000000001 0.13601500000000002 0.023990000000000004 -0.080429999999999988 0.056865000000000006 0.13154000000000002 -0.10594499999999998 0.0019650000000000002 0.15028500000000003 0.020110000000000006 0.24099500000000004 -0.040394999999999993 0.10070000000000003 -1.0000000180025095e-35 -0.057284999999999996 0.088685000000000014 0.083870000000000014 -0.086414999999999978 0.13973000000000005 0.055865000000000005 0.11558500000000001 -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
left_child=3 2 12 -1 5 6 7 -5 18 16 -9 -4 13 14 -2 -13 19 -18 -3 -8 -15 -11
right_child=1 8 11 4 -6 -7 9 10 -10 21 -12 15 -14 20 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0005024033453941278 0.00037064591874685492 0.00014084989776660218 0.00092674245861367962 0.00046283385860186875 0.001098968455559213 0.00052626041695650889 0.00086185638963904513 0.00094593660247473772 -6.1678317343289601e-05 0.00078347758623477121 0.00065159932879083429 0.00079666175426524439 0.00057456909544323289 0.00055248111597208747 7.8635980048096356e-05 0.0005398718738563777 0.0008365721262913379 0.0010986927775149123 0.00038861089995577484 0.00073102538954473485 0.00034460183398934524 0.00065579676676312797
leaf_weight=88 54 53 53 70 86 52 1480 72 65 88 64 62 52 57 60 77 58 73 62 86 63 79
leaf_count=88 54 53 53 70 86 52 1480 72 65 88 64 62 52 57 60 77 58 73 62 86 63 79
internal_value=0 0.000419034 0.000519119 0.000826036 0.000838919 0.000828363 0.000835935 0.000690673 0.000153055 0.00085197 0.000807684 0.000729953 0.000377458 0.000333505 0.000217265 0.000654665 0.000864612 0.000982908 0.000274732 0.000854694 0.000443638 0.000723289
internal_weight=0 658 478 2296 2208 2122 2070 206 180 1864 136 192 286 234 114 139 1697 131 115 1566 120 167
internal_count=2954 658 478 2296 2208 2122 2070 206 180 1864 136 192 286 234 114 139 1697 131 115 1566 120 167
is_linear=0
shrinkage=0.0032998


Tree=8295
num_leaves=26
num_cat=0
split_feature=1 1 12 10 12 1 12 12 150 1 49 11 13 12 13 12 42 42 129 401 1429 130 50 42 1
split_gain=10.5446 1.21035 0.928272 0.879877 0.715221 0.710884 0.44383 0.236427 0.241326 0.47284 0.213503 0.20386 0.17085 0.148768 0.146655 0.161153 0.139151 0.133829 0.149392 0.127094 0.0810269 0.0792243 0.0437772 0.0636516 0.0472883
threshold=0.10749500000000002 0.12765500000000005 0.085075000000000026 -0.0062549999999999993 -0.032329999999999991 0.09258000000000001 -0.042789999999999988 0.091545000000000015 0.083205000000000015 0.085410000000000014 0.082820000000000019 1.0000000180025095e-35 -0.097709999999999977 0.099035000000000026 -0.08287499999999999 -0.077389999999999987 -0.011964999999999998 -0.087904999999999983 0.08640500000000001 0.09530000000000001 -0.011954999999999999 0.08512500000000002 0.08956500000000002 0.11745500000000002 0.092010000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 14 -3 5 -1 -5 8 11 -10 19 12 -6 -4 -2 -16 -12 18 -14 21 -19 22 23 -9 -24
right_child=1 3 13 6 7 -7 -8 10 9 -11 16 -13 17 -15 15 -17 -18 20 -20 -21 -22 -23 24 -25 -26
leaf_value=0.0010752169708247469 0.00072140959926531381 0.00011503378286788599 0.0010562658566110543 0.00036703437946450151 0.00093936109928951237 0.00062149313420877916 0.00068789222897342069 0.0010395258201434914 0.001152289892900953 0.00080478006637896423 0.0010426737516419471 0.001304716238238671 0.0009446522510843942 0.00081622602715056356 0.00037257433164231444 0.00061097680672148622 0.00085968254509748035 0.0012749508909437833 0.0011496110024579618 0.00092423697658593131 0.0011420715464637039 0.0012024223550842874 0.0012024599687770539 0.0011688848871961332 0.0010660942479844067
leaf_weight=80 56 75 67 89 53 72 101 305 102 75 94 77 83 52 52 80 95 58 79 55 919 71 65 54 63
leaf_count=80 56 75 67 89 53 72 101 305 102 75 94 77 83 52 52 80 95 58 79 55 919 71 65 54 63
internal_value=0 0.000581961 0.000723145 0.000418269 0.00108068 0.000860527 0.000537781 0.00109555 0.00112111 0.00100524 0.00104942 0.00113724 0.0011264 0.000951671 0.000578305 0.000517328 0.00095088 0.00113507 0.00104482 0.00107974 0.00115 0.001095 0.00107927 0.00105908 0.00113562
internal_weight=0 572 307 265 2400 152 190 2248 1446 177 802 1269 1192 119 188 132 189 1139 162 613 977 558 487 359 128
internal_count=2972 572 307 265 2400 152 190 2248 1446 177 802 1269 1192 119 188 132 189 1139 162 613 977 558 487 359 128
is_linear=0
shrinkage=0.0032998


Tree=8296
num_leaves=29
num_cat=0
split_feature=2 0 0 51 13 51 43 2 157 52 15 457 43 12 0 2 43 43 15 0 2 52 51 39 0 15 13 48
split_gain=0.326224 0.218569 0.179202 0.161503 0.136714 0.156705 0.128352 0.124775 0.119056 0.130576 0.118589 0.0990593 0.120353 0.1455 0.104903 0.103852 0.0958077 0.131965 0.0970728 0.0931161 0.0926712 0.0704413 0.0634108 0.0623407 0.0525805 0.0481513 0.045246 0.0400413
threshold=0.11504500000000002 -0.0033699999999999993 -0.084114999999999981 0.083615000000000009 -0.0023899999999999993 0.10072000000000002 -0.0039049999999999992 -1.0000000180025095e-35 -0.08262499999999999 -0.4387299999999999 -0.061499999999999992 0.084670000000000009 0.0015200000000000003 0.093455000000000024 -0.08706499999999999 0.086825000000000013 0.058415000000000009 0.10440000000000002 0.089180000000000023 -0.05226999999999999 0.087865000000000013 -0.15201999999999996 0.104925 0.096625000000000016 -0.052874999999999998 -0.028079999999999997 -0.0087649999999999985 0.08956500000000002
decision_type=2 2 2 2 2 2 2 2 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 6 22 -6 7 -1 20 -10 27 12 13 14 15 -8 18 -18 -14 21 -9 -11 -5 24 -4 -19 -16 -2
right_child=1 -3 23 4 5 -7 11 8 9 19 -12 -13 16 -15 26 -17 17 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=-0.00062471637863094191 0.004099546645290603 -0.0093122149529249448 0.0096241147854459249 0.0019843372881343216 0.004786824327033228 -0.0072960077214033713 0.022317419028971965 0.0070313272972837258 -0.00092365963759439098 0.011417863636147994 -0.0084814158849081858 0.0012783058489445939 -0.0018657034950017883 0.0044420089046707011 0.0059544213029894865 0.011862390383463411 0.014069020385199136 0.002780342574155807 0.0074594935863624466 0.01213902679609225 0.016095001338663244 0.005035288076135928 0.0079625653636712142 0.00027200474762866504 0.0035535728820000967 0.0083381357834088898 0.012397301819898449 -0.0020657946336541371
leaf_weight=92 61 53 94 102 53 71 53 86 90 52 53 57 63 73 53 57 82 80 63 61 52 1006 101 52 73 102 79 58
leaf_count=92 61 53 94 102 53 71 53 86 90 52 53 57 63 73 53 57 82 80 63 61 52 1006 101 52 73 102 79 58
internal_value=0 0.000823008 0.00220143 0.00577392 0.00227555 -0.00211708 0.00629285 0.00535395 0.00576363 0.00522612 -0.00185616 0.00806357 0.00860962 0.0110648 0.0130551 0.0169161 0.006622 0.00844761 0.00278264 0.00572234 0.0104596 0.00535069 0.00496758 0.00539642 0.00698128 0.00590502 0.009824 0.00107949
internal_weight=0 444 391 2528 327 124 2201 1439 1347 1209 172 762 705 315 242 110 390 264 126 1119 138 1058 203 219 167 182 132 119
internal_count=2972 444 391 2528 327 124 2201 1439 1347 1209 172 762 705 315 242 110 390 264 126 1119 138 1058 203 219 167 182 132 119
is_linear=0
shrinkage=0.16829


Tree=8297
num_leaves=24
num_cat=0
split_feature=1 2 124 15 2 49 2 12 1 1 14 1 1 447 483 2 43 13 2 13 43 2 43
split_gain=8.64971 1.2681 1.00015 0.876979 0.523427 0.495367 0.454086 0.419134 0.410257 0.245243 0.21056 0.203377 0.171034 0.16601 0.160518 0.106365 0.104148 0.123701 0.10479 0.068275 0.0619685 0.0498715 0.0441282
threshold=0.10729000000000001 0.14808000000000002 -0.080429999999999988 -0.24511999999999998 0.099845000000000003 -0.014479999999999998 0.11203000000000002 0.085075000000000026 0.094165000000000013 0.11790500000000002 0.073890000000000011 0.086665000000000006 0.12895500000000001 1.0000000180025095e-35 -0.074799999999999991 0.12665000000000001 -0.15326499999999996 0.17888000000000001 0.089545000000000013 -0.092984999999999984 -0.078409999999999994 0.31115000000000004 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
left_child=2 3 8 12 10 -6 7 -5 -1 -9 13 15 -2 14 -4 20 17 -16 -18 -8 -7 -3 -22
right_child=1 21 4 6 5 11 19 9 -10 -11 -12 -13 -14 -15 16 -17 18 -19 -20 -21 22 -23 -24
leaf_value=0.00077464589334738697 0.00041843610353687309 0.00017421338520389081 0.0010512169536028124 0.0005210323320931499 0.00052886698112201915 0.00090304356114566115 0.00036503792638147302 0.0010062407863383679 0.00036415070714940808 0.00068520703670513509 0.0010798788046667233 0.00097498550503289554 0.00020661077998937029 0.00074559392899868225 0.00069017092964161633 0.00066664110968015779 0.00093523160421353697 0.00091140359458950727 0.00087011632502696518 0.00052453588200122045 0.00074549907108884027 2.9434770313125569e-05 0.00086983803058786552
leaf_weight=53 83 52 97 72 66 84 54 54 54 52 88 94 85 65 52 58 1080 64 386 70 104 53 52
leaf_count=53 83 52 97 72 66 84 54 54 54 52 88 94 85 65 52 58 1080 64 386 70 104 53 52
internal_value=0 0.000429747 0.000880537 0.000503011 0.000895133 0.000794791 0.000609446 0.000716587 0.000567809 0.000849085 0.0009202 0.000839474 0.000311472 0.000912122 0.000918548 0.000796611 0.000910392 0.000812534 0.000918111 0.000455361 0.000827873 0.00010147 0.000787171
internal_weight=0 575 2397 470 2290 458 302 178 107 106 1832 392 168 1744 1679 298 1582 116 1466 124 240 105 156
internal_count=2972 575 2397 470 2290 458 302 178 107 106 1832 392 168 1744 1679 298 1582 116 1466 124 240 105 156
is_linear=0
shrinkage=0.0032998


Tree=8298
num_leaves=21
num_cat=0
split_feature=48 12 16 15 52 12 16 43 12 1456 150 1429 1429 12 12 15 133 52 52 16
split_gain=0.232919 0.176735 0.14043 0.222033 0.0934152 0.175039 0.127539 0.0855066 0.08318 0.0804877 0.0839682 0.122177 0.0762183 0.0653549 0.0636299 0.0428192 0.0289383 0.0356395 0.0523354 0.0077385
threshold=0.13991500000000004 -0.084509999999999988 -0.49353499999999995 -0.2987999999999999 0.11262000000000001 0.083945000000000006 0.057265000000000003 0.4590800000000001 -0.092979999999999993 -0.069944999999999993 1.0000000180025095e-35 0.083985000000000018 0.084710000000000021 0.08598500000000002 0.086885000000000004 -0.070974999999999983 0.10079500000000001 0.41269500000000003 0.26676500000000009 -0.072904999999999984
decision_type=2 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 16 9 -5 15 12 14 13 -11 -12 -3 17 18 -7 -19
right_child=-2 4 3 8 5 6 -8 -9 -10 10 11 -13 -14 -15 -16 -17 -18 19 -20 -21
leaf_value=0.0074856413646713967 -0.0062747273925607147 0.006488221784726766 -0.010403495527456759 0.0060125157335445545 -0.0040314001508262838 0.0057424071905243582 -0.0026953165649685586 0.012590064028544387 -0.0025781194838647523 0.0075807377156250346 -0.00061874459940214062 0.0097954826564876744 0.0013377826848070583 0.0053230783665809186 0.0056214607101025974 0.012313888404793789 0.0027264517203627507 0.0058751449468302849 0.01240382631238471 0.0029785875245681506
leaf_weight=64 53 72 57 72 79 79 56 52 57 561 173 56 102 1065 63 75 63 61 60 52
leaf_count=64 53 72 57 72 79 79 56 52 57 561 173 56 102 1065 63 75 63 61 60 52
internal_value=0 0.00496782 0.000680934 -0.00165081 0.00536869 0.00314909 0.00468293 0.005818 0.00220273 0.00565467 0.00537593 0.00272485 0.00582287 0.00610312 0.00103946 0.00947272 0.00600033 0.00681167 0.00863077 0.00455812
internal_weight=0 2919 250 186 2669 450 371 2219 129 2167 2020 292 1728 1626 236 147 315 252 139 113
internal_count=2972 2919 250 186 2669 450 371 2219 129 2167 2020 292 1728 1626 236 147 315 252 139 113
is_linear=0
shrinkage=0.16829


Tree=8299
num_leaves=15
num_cat=0
split_feature=1 0 0 1452 124 484 14 0 51 157 484 157 51 40
split_gain=0.297013 0.0995071 0.145455 0.100875 0.0932454 0.0867065 0.0778398 0.164856 0.0681004 0.0718145 0.118818 0.110778 0.0634388 0.0452365
threshold=0.12000500000000001 -0.23803499999999997 -0.22745499999999999 0.093915000000000012 -0.087319999999999995 0.070005000000000012 -0.075274999999999995 -0.099704999999999974 -0.22508999999999998 -0.08262499999999999 -0.011244999999999998 -0.080299999999999996 -0.42597499999999994 -0.064864999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -2 -8 12 10 -10 -11 -6 -9
right_child=5 2 3 -5 8 -7 7 13 9 11 -12 -13 -14 -15
leaf_value=0.011298935808555901 -0.0075775591405713057 -0.0038412490837650562 -0.0015103070987104153 -0.0023824336139651753 0.0045629651841861858 0.0050673178718853807 -0.0079084072678909777 -0.0016478524404920764 0.014659831564522528 -0.0032431308582827742 0.0054486213973971619 0.004604868347589209 0.012369805495940649 0.0044308537368743907
leaf_weight=61 57 59 65 57 55 59 62 52 52 52 173 2000 66 102
leaf_count=61 57 59 65 57 55 59 62 52 52 52 173 2000 66 102
internal_value=0 0.00456205 0.00440201 0.00459572 0.00475794 -0.000774131 -0.00204315 -0.000574364 0.0049286 0.00472016 0.00758542 0.00440512 0.00883609 0.00236664
internal_weight=0 2640 2579 2520 2463 332 273 216 2398 2277 225 2052 121 154
internal_count=2972 2640 2579 2520 2463 332 273 216 2398 2277 225 2052 121 154
is_linear=0
shrinkage=0.16829


Tree=8300
num_leaves=15
num_cat=0
split_feature=3 47 3 15 15 43 151 457 456 133 51 47 484 3
split_gain=0.228354 0.104749 0.139454 0.104405 0.0909172 0.076499 0.075572 0.101764 0.133001 0.109675 0.0564092 0.0529744 0.0761403 0.0407573
threshold=0.3148450000000001 0.07906500000000001 -0.09738999999999999 -0.065419999999999992 -0.50173499999999993 -0.50589999999999991 0.072810000000000014 -0.0056599999999999992 0.060100000000000008 0.047685000000000005 0.12162000000000002 0.089945000000000011 -0.011244999999999998 -0.060719999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 11 -1 -6 7 9 10 -7 -9 -4 -13 -14
right_child=-2 2 3 -5 5 6 -8 8 -10 -11 -12 12 13 -15
leaf_value=-0.003182360103246875 -0.0045796360991120413 0.013871935980409495 0.010964842801127188 -0.00053677926637296625 -0.0029231506663590754 -0.006073344768785004 0.008111752713556809 0.0036063731589495219 0.011465650352211414 0.0027518895586718904 -0.00062002557942364249 0.010129567857231875 0.00056805321427582224 0.0061026237862978183
leaf_weight=61 99 57 58 78 53 65 98 1943 60 103 93 63 82 71
leaf_count=61 99 57 58 78 53 65 98 1943 60 103 93 63 82 71
internal_value=0 0.00363267 0.00613255 0.00487419 0.003219 0.00338143 0.00352366 0.00332427 0.00364383 -0.000651942 0.00341244 0.0064211 0.0051927 0.00314813
internal_weight=0 2885 409 352 2476 2415 2362 2264 2096 168 2036 274 216 153
internal_count=2984 2885 409 352 2476 2415 2362 2264 2096 168 2036 274 216 153
is_linear=0
shrinkage=0.16829


Tree=8301
num_leaves=25
num_cat=0
split_feature=15 2 12 14 13 2 2 2 2 11 15 160 12 15 2 2 12 475 12 2 12 43 12 2
split_gain=5.89941 2.61905 1.42369 0.685879 0.658974 0.429411 0.50089 0.426636 0.298775 0.434332 0.197095 0.187367 0.139051 0.135805 0.134477 0.125727 0.123576 0.121774 0.115446 0.0917586 0.076456 0.0689098 0.0666405 0.0520578
threshold=-0.26361999999999991 0.12068000000000001 0.078120000000000009 -0.41608999999999996 -0.15122999999999998 0.079770000000000021 0.10859000000000001 0.12681500000000004 0.097005000000000022 0.078065000000000009 -1.0000000180025095e-35 0.019875 0.10082000000000001 -0.073274999999999993 0.092935000000000004 0.14744000000000002 0.083865000000000009 -0.086299999999999988 0.092755000000000018 0.10100500000000003 0.097145000000000023 -1.0000000180025095e-35 0.083175000000000013 0.085585000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 -3 13 10 -5 9 12 14 18 16 -2 -7 21 22 -18 -10 -20 -21 -6 -4 -14
right_child=1 4 8 7 15 6 -8 -9 11 -11 -12 -13 23 -15 -16 -17 17 -19 19 20 -22 -23 -24 -25
leaf_value=0.00054551093175879775 0.00067438445430797838 0.00020458110427247573 0.00090971087639597965 0.00029903575593382634 0.00058891094918267289 0.00087482250902262216 0.00054782502226753834 -6.089058907925343e-05 0.00064169822401898501 0.0011956847578722511 0.00095870037241941859 0.00097541965029623282 0.00077152533864506231 0.00046534045214837117 0.00068133351252938873 0.00047304719172676628 0.00079005661886529996 0.00094466129460058835 0.00069953171195996037 0.00095413843535082439 0.00080474611424722221 0.00076083473329020845 0.0007443161690845264 0.0009062207275521572
leaf_weight=80 62 61 54 99 55 76 82 56 52 65 103 73 95 79 87 52 61 1286 58 60 120 53 61 54
leaf_count=80 62 61 54 99 55 76 82 56 52 65 103 73 95 79 87 52 61 1286 58 60 120 53 61 54
internal_value=0 0.000842127 0.00087226 0.000297173 0.000497276 0.000712025 0.000774529 0.000168771 0.000910671 0.000929426 0.000844282 0.000823982 0.000918661 0.00055751 0.000771765 0.000608645 0.000928633 0.000937686 0.00078574 0.000817064 0.000854739 0.000673607 0.000822286 0.000820578
internal_weight=0 2749 2528 235 221 489 348 155 2039 1676 266 363 1611 141 163 160 1462 1347 290 238 180 108 115 149
internal_count=2984 2749 2528 235 221 489 348 155 2039 1676 266 363 1611 141 163 160 1462 1347 290 238 180 108 115 149
is_linear=0
shrinkage=0.0032998


Tree=8302
num_leaves=11
num_cat=0
split_feature=4 40 14 4 1446 393 1428 43 43 43
split_gain=0.219575 0.119148 0.126566 0.104304 0.0898493 0.077485 0.0741622 0.079056 0.0568764 0.050962
threshold=0.51395000000000002 0.055635000000000011 -0.13131999999999996 0.31392000000000003 0.11018500000000002 0.097165000000000015 0.086830000000000018 -0.09361499999999999 -1.0000000180025095e-35 -0.06512999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -5 -2
right_child=9 -3 3 8 -6 -7 -8 -9 -10 -11
leaf_value=0.0097953444484993359 -0.00026022324900133021 -0.0036601965806919447 0.0057182064116205042 -0.0053408626403137587 0.010607341230680679 0.0089159960692006997 0.0093082078519390356 0.0029894800325239394 0.0018547523429097237 -0.0076456578219181439
leaf_weight=98 52 61 355 52 55 79 62 2038 77 55
leaf_count=98 52 61 355 52 55 79 62 2038 77 55
internal_value=0 0.00368312 0.00384283 0.00362755 0.0038604 0.00371325 0.0035451 0.00339504 -0.00103188 -0.00407327
internal_weight=0 2877 2816 2718 2589 2534 2455 2393 129 107
internal_count=2984 2877 2816 2718 2589 2534 2455 2393 129 107
is_linear=0
shrinkage=0.16829


Tree=8303
num_leaves=25
num_cat=0
split_feature=1 1 16 10 15 40 52 4 16 16 15 15 43 151 16 132 52 1213 15 4 43 52 15 52
split_gain=11.6597 2.98071 1.29299 0.900718 0.637096 0.636169 0.436504 0.408236 0.369459 0.275685 0.220539 0.182005 0.16647 0.158768 0.158583 0.162095 0.141481 0.107475 0.100223 0.0991459 0.0886715 0.071109 0.0670435 0.0287361
threshold=0.10275000000000002 0.12448500000000001 0.23074000000000003 -0.063134999999999983 -0.14051999999999998 -0.076114999999999988 0.12603000000000003 0.24099500000000004 0.25619500000000001 -0.028104999999999995 0.12479500000000002 -0.15097999999999998 -1.0000000180025095e-35 -0.03268999999999999 -0.071704999999999991 0.084025000000000016 -0.45635499999999996 -0.077179999999999985 0.084535000000000013 -0.081579999999999986 -0.0064299999999999991 -0.15365999999999999 -0.43091499999999999 -0.54159499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 -3 22 -2 9 8 10 13 11 -1 14 -7 20 -16 23 -14 -19 -4 -13 -18 -5 -10
right_child=1 3 19 4 -6 6 -8 -9 16 -11 -12 12 17 -15 15 -17 21 18 -20 -21 -22 -23 -24 -25
leaf_value=0.001023604374721751 0.00018735855084457903 -0.0002688803297947534 0.00094740668315736881 9.6093933003270579e-05 0.00038166041335369462 0.00037384549009052782 0.00077711520815196755 0.00059640412522711961 0.00084978619266776504 0.00023901895342552299 0.00064226396477457275 0.000898741789945767 0.0009227299806220502 0.00060691100324984388 0.00085671979622942455 0.00068298745650272931 0.00054893468170039942 0.00073488581207515594 0.00083624908301551759 0.00074006081488178668 0.0010233880439199595 0.00071258877088761969 -5.4969000242954198e-05 0.00073732785873998697
leaf_weight=74 91 59 52 80 103 53 53 79 65 55 53 519 74 84 617 67 57 232 215 54 76 66 53 53
leaf_count=74 91 59 52 80 103 53 53 79 65 55 53 519 74 84 617 67 57 232 215 54 76 66 53 53
internal_value=0 0.000352562 0.00052402 9.55458e-05 0.000186802 0.000423566 0.000511156 0.00083095 0.000839481 0.000437556 0.00085481 0.000860802 0.00085409 0.000517004 0.000874657 0.000839754 0.000716765 0.000803531 0.000783719 0.00084211 0.000914722 0.000637036 3.56311e-05 0.000799574
internal_weight=0 737 442 295 236 336 245 2247 2168 192 1927 1874 1800 137 1279 684 241 521 447 106 595 123 133 118
internal_count=2984 737 442 295 236 336 245 2247 2168 192 1927 1874 1800 137 1279 684 241 521 447 106 595 123 133 118
is_linear=0
shrinkage=0.0032998


Tree=8304
num_leaves=17
num_cat=0
split_feature=123 13 14 147 0 14 0 13 123 51 0 132 48 133 48 13
split_gain=4.0157 3.84372 1.48242 0.741238 0.844775 0.617153 1.32973 0.482823 0.261814 0.241774 0.241512 0.215298 0.177857 0.154674 0.126363 0.0997464
threshold=1.0000000180025095e-35 -0.27740999999999993 -0.31108499999999994 0.089430000000000023 -0.070134999999999989 0.064610000000000015 -0.13409999999999997 0.11238500000000001 0.10832000000000001 0.116525 -0.14920999999999998 0.080815000000000012 0.083540000000000017 0.096875000000000017 0.08956500000000002 -0.071964999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 -3 4 5 6 10 11 12 -8 -4 13 15 -6 -1 -2
right_child=8 2 3 -5 7 -7 9 -9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00050252831279678112 0.00041153056759051106 0.00046141031839777667 0.00084788578391668411 0.00069542338628150735 0.0010016114719503142 0.0013227909335850349 0.0010744167948890395 0.0006437965949929569 0.00034392000298002763 0.00089215387325296378 0.00058509672285426376 0.0007510789484182443 0.00070370591075502977 0.00084236604275587012 0.00029307494546028693 0.00060824997885597885
leaf_weight=81 59 56 127 82 309 86 1560 71 58 86 56 60 94 89 53 57
leaf_count=81 59 56 127 82 309 86 1560 71 58 86 56 60 94 89 53 57
internal_value=0 0.000965313 0.000993602 0.00100539 0.00101577 0.00104813 0.00103519 0.000898579 0.000541612 0.00106492 0.000767662 0.000937999 0.000596045 0.00096609 0.000419948 0.000508498
internal_weight=0 2716 2582 2526 2444 1915 1829 529 268 1646 183 458 210 398 134 116
internal_count=2984 2716 2582 2526 2444 1915 1829 529 268 1646 183 458 210 398 134 116
is_linear=0
shrinkage=0.0032998


Tree=8305
num_leaves=17
num_cat=0
split_feature=45 14 41 16 160 48 1447 49 3 160 16 3 16 1447 1447 47
split_gain=0.157112 0.146783 0.115832 0.120077 0.11125 0.100217 0.184247 0.132181 0.165318 0.0984804 0.0952029 0.0937318 0.0902167 0.0849845 0.0496957 0.0488145
threshold=0.08179500000000002 0.073890000000000011 0.092540000000000025 -0.094174999999999995 0.024885000000000001 0.093225000000000016 -0.064864999999999992 0.12466500000000001 -0.088584999999999983 -0.29136999999999996 0.14976500000000001 -0.036264999999999992 -0.11082499999999999 -0.085804999999999979 -0.082844999999999988 0.10664500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 6 13 8 -8 -1 11 -7 15 -5 -15 -11
right_child=-2 -3 -4 5 -6 10 7 -9 -10 12 -12 -13 -14 14 -16 -17
leaf_value=0.006668356512922761 0.012873063929266437 0.010189733207275913 0.011435118082375947 0.0052353402616478447 0.0064071831189400959 0.0067674056434418239 0.0012000268793745119 -0.0040540919174648785 0.0050718123528044256 -0.00026742539741721172 -0.0047568198488027466 -0.0023348598196070835 -0.0059534073615513652 0.016054350987749978 0.0087191596103480071 0.0051918205250068589
leaf_weight=61 55 98 52 82 102 78 418 58 1251 326 67 54 73 55 53 54
leaf_count=61 55 98 52 82 102 78 418 58 1251 326 67 54 73 55 53 54
internal_value=0 0.00377858 0.00355225 0.00340156 0.00132935 0.00400396 0.00437721 0.00382821 0.0041032 0.000318195 0.000399372 0.00303014 -0.000532938 0.00935787 0.0124713 0.000503634
internal_weight=0 2882 2784 2732 616 2116 1917 1727 1669 514 199 132 453 190 108 380
internal_count=2937 2882 2784 2732 616 2116 1917 1727 1669 514 199 132 453 190 108 380
is_linear=0
shrinkage=0.16829


Tree=8306
num_leaves=27
num_cat=0
split_feature=1 47 1 14 4 1 4 16 49 4 43 1 48 15 16 51 160 49 16 16 160 13 4 47 49 1
split_gain=13.0474 2.22078 1.68501 0.750563 0.628397 0.605958 0.47872 0.409174 0.397624 0.355548 0.47373 0.364419 0.370969 0.233911 0.217038 0.195022 0.186984 0.170126 0.158737 0.154285 0.144721 0.119666 0.11505 0.088232 0.0398713 0.0337102
threshold=0.10442000000000001 0.083670000000000008 0.13662500000000002 0.064610000000000015 0.053925000000000008 0.083670000000000008 -0.0096349999999999977 -0.42170999999999997 0.091380000000000003 -0.12685999999999997 -0.028184999999999998 0.089455000000000021 0.081520000000000023 -0.40992999999999996 -0.13895999999999997 0.11696500000000001 -1.0000000180025095e-35 0.11580500000000001 -0.022939999999999999 0.033280000000000011 0.094750000000000015 -1.0000000180025095e-35 -0.50231999999999988 0.10976000000000001 0.0026050000000000001 0.094165000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 9 14 19 21 23 10 -1 15 18 -4 24 17 -9 20 25 -2 -11 -8 -12 -3 -6 -13
right_child=1 8 13 -5 5 -7 7 16 -10 11 22 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00051907529374434593 0.00043725136422580587 0.00088942731399926109 6.6777970794865301e-05 0.001201395022477083 0.00085801907570216601 0.00047252474780228677 0.00033185557975062689 0.00031858159778067779 0.00044970859837295242 0.00097425697769401999 0.00099210192701303665 0.00077618066728240469 0.00061034576569657113 -0.00021468577421988874 0.00071261229392770352 0.00075539636061237024 6.4499685611820565e-05 0.00078220337617813333 0.00099718091031285924 0.00067862769036687218 0.00084132885490810798 0.00055417852558608096 0.00078737152217448663 0.00070943814132353052 0.00098703742282458097 0.00088499248932016666
leaf_weight=57 65 55 69 87 59 69 55 53 55 1178 59 94 71 60 99 57 79 61 88 54 101 53 67 73 61 58
leaf_count=57 65 55 69 87 59 69 55 53 55 1178 59 94 71 60 99 57 79 61 88 54 101 53 67 73 61 58
internal_value=0 0.000375739 0.000259372 0.000899695 0.000887633 0.000743371 0.000375619 0.000290456 0.000685857 0.000909585 0.000770195 0.000924499 0.000821488 -6.38623e-05 0.000828546 0.000947406 0.000166784 0.000955548 0.000883804 0.00054708 0.000963787 0.000441285 0.000883517 0.000787052 0.000923897 0.000817933
internal_weight=0 671 488 2266 2179 288 359 240 183 1891 183 1708 311 129 219 1397 132 1340 240 119 1279 108 126 128 120 152
internal_count=2937 671 488 2266 2179 288 359 240 183 1891 183 1708 311 129 219 1397 132 1340 240 119 1279 108 126 128 120 152
is_linear=0
shrinkage=0.0032998


Tree=8307
num_leaves=19
num_cat=0
split_feature=4 16 150 3 150 0 52 14 16 0 16 16 447 0 4 49 49 4
split_gain=0.216319 0.0932133 0.0942473 0.184074 0.104707 0.0951177 0.113029 0.0836008 0.142765 0.0601602 0.171987 0.0983631 0.0867993 0.0675345 0.52656 0.0867703 0.0499274 0.0506292
threshold=0.31392000000000003 -0.5103049999999999 0.089155000000000012 -0.01223 0.10559 -0.14920999999999998 0.013340000000000001 -0.45687499999999998 -0.42170999999999997 -0.024974999999999997 0.022165000000000004 0.25032500000000008 0.081385000000000013 -0.099704999999999974 -0.017399999999999995 0.091255000000000017 -0.042794999999999993 0.5567700000000001
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 -4 6 -3 -2 16 12 -11 -12 13 14 -7 -15 -9 -18
right_child=7 2 3 -5 -6 9 -8 8 -10 10 11 -13 -14 15 -16 -17 17 -19
leaf_value=0.011184804767119498 0.0051068977462350468 0.013017283107996483 -0.0013893712635112676 -0.0062416358969662996 0.0083088359594601612 -0.013059674451358977 0.002837292657258331 -0.003911284452409524 -0.0089089586545230033 -0.0068228839063202802 0.0084755873867355183 0.00064336602568090654 0.011177612271976905 0.0052440746974758787 0.0060091609277895513 0.0018497677716403302 0.005022234067252526 -0.0013563762348993954
leaf_weight=56 65 78 52 70 79 53 52 52 59 52 82 103 55 1454 181 252 79 63
leaf_count=56 65 78 52 70 79 53 52 52 59 52 82 103 55 1454 181 252 79 63
internal_value=0 0.00437313 0.0042236 0.000714642 0.00444545 0.00452144 0.00895911 -0.000269693 -0.00165813 0.00426217 0.00171508 0.00412466 0.00456385 0.00437542 0.00168247 0.00474374 0.000537757 0.00217964
internal_weight=0 2619 2563 201 131 2362 130 318 253 2232 237 185 1995 1940 234 1706 194 142
internal_count=2937 2619 2563 201 131 2362 130 318 253 2232 237 185 1995 1940 234 1706 194 142
is_linear=0
shrinkage=0.16829


Tree=8308
num_leaves=16
num_cat=0
split_feature=4 44 2 13 1373 0 4 4 16 0 12 13 4 4 2
split_gain=0.14975 0.0917435 0.0811579 0.100712 0.0945721 0.116112 0.183474 0.151007 0.10182 0.119901 0.0789857 0.0954113 0.103227 0.117423 0.0310975
threshold=0.31392000000000003 1.0000000180025095e-35 0.13631000000000001 -0.14258499999999999 1.0000000180025095e-35 -0.10934999999999999 0.078235000000000013 -0.029404999999999997 -0.14669499999999996 -0.029849999999999998 0.093740000000000004 -0.11279499999999999 0.51326500000000019 0.42642000000000008 0.096685000000000007
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 -5 -7 -10 11 -2 13 -13 -1
right_child=10 -3 -4 4 -6 8 -8 -9 9 -11 -12 12 -14 -15 -16
leaf_value=0.011005610960895361 0.0066575847297426841 0.01058502855676865 -0.0013729070409270907 0.002551509149705315 0.0098279845240099861 0.0093633869724247514 0.0054529125189610251 -0.0079817617639764398 0.0038579276328841229 -0.00067129210274619706 -0.005904381658378745 -0.0027049365479599424 -0.0065073249960441951 0.0072582697010752035 0.005482612436543491
leaf_weight=64 64 53 93 65 64 86 103 94 1759 182 57 74 62 61 56
leaf_count=64 64 53 93 65 64 86 103 94 1759 182 57 74 62 61 56
internal_value=0 0.00363775 0.00349356 0.00367729 0.00343348 0.0032539 -7.32609e-05 -0.00366441 0.00368484 0.00343231 -0.000224306 0.00100929 -0.000816574 0.00178365 0.00844318
internal_weight=0 2619 2566 2473 2353 2289 262 159 2027 1941 318 261 197 135 120
internal_count=2937 2619 2566 2473 2353 2289 262 159 2027 1941 318 261 197 135 120
is_linear=0
shrinkage=0.16829


Tree=8309
num_leaves=13
num_cat=0
split_feature=15 14 15 14 149 2 0 43 0 15 1212 0
split_gain=0.115791 0.0948816 0.0989216 0.0845291 0.0945112 0.0789103 0.115305 0.103271 0.1001 0.0796781 0.16142 0.0798763
threshold=-0.26361999999999991 -0.40567999999999999 -0.43587999999999999 -1.0000000180025095e-35 0.078645000000000007 0.13631000000000001 -0.050249999999999996 -0.50775499999999985 0.12503500000000004 0.084985000000000019 0.054415000000000012 -0.11262999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 7 -7 -5 9 10 -9 -11
right_child=3 2 -4 4 -6 6 -8 8 -10 11 -12 -13
leaf_value=0.0034392706729030171 0.0095878540925061952 1.5188150948907755e-06 -0.009082137365995769 -0.0043083964243669608 0.009763350874238538 -0.0074463022934231592 0.0037495152331260186 0.0026423088954204781 0.0099125753501163941 0.010133237319060148 -0.0039867996316930313 0.0037413796865556096
leaf_weight=85 54 83 57 55 55 52 52 1428 59 60 112 785
leaf_count=85 54 83 57 55 55 52 52 1428 59 60 112 785
internal_value=0 -0.000984998 -0.00368399 0.00298209 0.00284722 0.00270039 -0.00183112 0.0028897 0.00305242 0.00288196 0.00215903 0.00419737
internal_weight=0 225 140 2712 2658 2603 104 2499 2444 2385 1540 845
internal_count=2937 225 140 2712 2658 2603 104 2499 2444 2385 1540 845
is_linear=0
shrinkage=0.16829


Tree=8310
num_leaves=27
num_cat=0
split_feature=12 2 2 2 52 3 12 0 52 0 2 13 48 150 3 0 12 48 13 42 42 12 3 13 42 42
split_gain=4.8499 1.55822 1.37305 1.21872 0.466449 0.387065 0.386317 0.356921 0.349422 0.298602 0.257607 0.190903 0.1782 0.145786 0.156612 0.23141 0.128746 0.12598 0.109246 0.124477 0.0979589 0.0962988 0.0688907 0.084015 0.0555385 0.051431
threshold=0.056995000000000011 0.10979000000000001 0.072175000000000017 0.13501500000000002 0.08321000000000002 0.28833000000000003 0.096990000000000007 -0.07385499999999999 -0.089214999999999975 -0.11073999999999999 0.088665000000000008 0.085955000000000018 0.087365000000000012 0.099490000000000009 -0.081864999999999979 -0.094299999999999981 0.083785000000000012 0.084705000000000016 -0.065539999999999987 0.094010000000000024 -0.069929999999999978 -0.063029999999999989 -0.077344999999999983 -0.059629999999999996 0.10045500000000002 -0.064739999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 8 12 9 -1 -4 10 -2 20 21 14 15 -11 -17 -10 19 -16 -8 -3 -22 24 -24 -13
right_child=3 5 4 -5 -6 -7 11 -9 17 13 -12 25 -14 -15 18 16 -18 -19 -20 -21 22 -23 23 -25 -26 -27
leaf_value=0.0005807797549622273 0.00087483851028664992 0.00043549814106983706 0.00087179127039286469 0.00038043018768275602 0.001038916372036179 0.00016356259179101939 0.00081484074417693389 0.0002804275826508389 0.00068164871802251187 0.0011193635658277299 0.00057317057740932892 0.00076557870026041871 0.00054697837813808773 0.00072811588892551468 0.00081579149416837642 0.0010347539287057959 0.00087960021950005813 0.000474898003357075 0.00070456926240836896 0.00093982999192793399 0.0005646821907362438 0.0002602599023976072 0.0006883466740917599 0.000619858237215285 0.00084395992690773527 0.00090420780381996314
leaf_weight=75 55 67 89 67 59 99 69 103 91 53 73 52 73 77 327 66 779 52 67 128 55 73 57 83 52 85
leaf_count=75 55 67 89 67 59 99 69 103 91 53 73 52 73 77 327 66 779 52 67 128 55 73 57 83 52 85
internal_value=0 0.000515582 0.000635883 0.000819436 0.000775656 0.000334632 0.000833574 0.000407178 0.000708554 0.000857478 0.000703069 0.00074775 0.000413978 0.000870657 0.000878361 0.000905233 0.00089176 0.000606713 0.000832066 0.000850763 0.000702507 0.000344376 0.000670984 0.000701252 0.000762907 0.000851847
internal_weight=0 781 469 2145 291 312 2078 178 232 1625 128 453 213 1497 1420 898 845 143 522 455 316 140 247 192 109 137
internal_count=2926 781 469 2145 291 312 2078 178 232 1625 128 453 213 1497 1420 898 845 143 522 455 316 140 247 192 109 137
is_linear=0
shrinkage=0.0032998


Tree=8311
num_leaves=25
num_cat=0
split_feature=4 2 123 4 2 0 14 2 15 2 124 472 15 4 0 157 15 13 403 2 2 13 0 13
split_gain=4.71706 1.47879 0.828175 0.328396 0.394723 0.421167 0.264142 0.236889 0.222718 0.169512 0.16694 0.159399 0.265984 0.602821 0.121227 0.105444 0.172484 0.116588 0.0989465 0.0945361 0.0935209 0.0895084 0.0774611 0.0471872
threshold=0.27998000000000006 0.13270000000000001 0.081180000000000016 -0.070654999999999982 0.095785000000000023 -0.13843999999999998 0.073890000000000011 0.13018000000000005 -0.42443999999999993 0.14870000000000003 -1.0000000180025095e-35 -0.005834999999999999 0.025430000000000005 -0.42305999999999994 -0.07409499999999998 -0.077834999999999988 -0.058859999999999989 -0.0045949999999999993 -0.12219499999999998 0.11657500000000001 0.086365000000000011 -0.035924999999999992 -0.068419999999999995 -0.062109999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 14 -6 11 10 -9 -3 -2 -1 13 -13 15 16 -5 -17 -14 22 -4 -12 -7 -16
right_child=7 9 20 4 5 19 -8 8 -10 -11 21 12 18 -15 23 17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00093367945753537751 0.00017144819841776219 0.00047436168491708742 0.00035524387766231434 0.00083082557611246512 0.0003735187465272822 0.00065081664711230951 0.00097093359128571082 0.00027627479892709176 -1.8178171278096613e-05 0.00022796471448778446 0.00028280917197713964 0.00078033880604800926 0.00070190640367651222 0.00035510970657702366 0.00069136203865435256 0.00073875537996259991 0.00060617376740400622 0.00084970950783770909 0.00079055065463650559 0.00075019302817078289 0.00053578423917513681 0.00045623313861971885 0.00050357569161454778 0.00054814965149277092
leaf_weight=53 53 57 59 54 72 192 67 60 52 67 54 96 189 59 57 463 130 140 605 85 71 87 52 52
leaf_count=53 53 57 59 54 72 192 67 60 52 67 54 96 189 59 57 463 130 140 605 85 71 87 52 52
internal_value=0 0.000693783 0.000711269 0.000725384 0.000689824 0.000603262 0.000768495 0.000260629 0.00013925 0.000341512 0.000330522 0.000754924 0.000744903 0.000618705 0.000728524 0.000743044 0.000672296 0.000764574 0.000769495 0.000653433 0.000454118 0.000390065 0.000619582 0.000623364
internal_weight=0 2620 2496 2366 1297 401 1069 306 112 124 194 1002 949 155 896 787 184 603 794 329 130 141 244 109
internal_count=2926 2620 2496 2366 1297 401 1069 306 112 124 194 1002 949 155 896 787 184 603 794 329 130 141 244 109
is_linear=0
shrinkage=0.0032998


Tree=8312
num_leaves=31
num_cat=0
split_feature=1 3 2 2 2 2 39 2 0 43 52 157 1 3 1 2 131 50 159 1 1 0 0 42 52 50 13 403 3 13
split_gain=18.951 3.65251 1.87916 1.54367 1.33166 1.01415 0.671981 0.640189 0.561022 0.436542 0.322608 0.319866 0.304791 0.28735 0.27827 0.209125 0.170475 0.217714 0.16316 0.162179 0.155379 0.120053 0.117669 0.244421 0.147652 0.0805968 0.0797467 0.0603257 0.0522347 0.0379969
threshold=0.10398500000000001 -0.06656999999999999 0.11426500000000002 0.095850000000000005 0.14808000000000002 -1.0000000180025095e-35 0.084075000000000011 0.10869000000000002 -0.068419999999999995 -0.073404999999999984 -0.064364999999999992 -0.077834999999999988 0.089825000000000002 -0.13827999999999999 0.11744000000000002 0.089410000000000003 0.090030000000000013 0.08956500000000002 0.040460000000000003 0.088470000000000007 0.12156000000000002 -0.042499999999999989 -0.092524999999999982 0.084360000000000004 -0.0094049999999999984 -0.041284999999999995 -0.087359999999999979 -0.053494999999999994 -0.081459999999999991 -0.084354999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 8 5 -3 13 -7 11 -10 -9 18 15 -5 -2 22 17 -14 29 21 -12 25 23 -13 -24 -15 -17 -27 -28 -1
right_child=1 4 -4 6 -6 7 -8 10 9 -11 20 12 16 19 -16 26 -18 -19 -20 -21 -22 -23 24 -25 -26 27 28 -29 -30 -31
leaf_value=0.00097488218831526263 0.00097111965578675237 -0.00010088521025313247 0.00017583133386320785 0.0010092351708149124 -0.00024868015972511691 0.00054076044326158374 0.00043557314380661969 -3.460632018376963e-06 0.00052282869113637375 0.00091846336785096942 0.00016307240271785719 0.0010279476275068715 0.00071739041117971944 0.00069888390043020747 0.00066857988748043439 0.0010670292099065378 0.0010269149582268872 0.00095308158663404542 0.00070748353686175087 0.00060670700494770268 0.00041300104224394551 0.00064856137011055253 0.00092252517051660604 0.0012765406492238022 0.0010530346410877313 0.00075890764466674291 0.00097234962672287841 0.00087356071148936168 0.00086866856891352627 0.000858302532972506
leaf_weight=73 85 91 66 67 92 84 60 61 53 73 52 113 86 52 56 52 77 89 58 56 58 52 121 73 534 73 114 215 122 68
leaf_count=73 85 91 66 67 92 84 60 61 53 73 52 113 86 52 56 52 77 89 58 56 58 52 121 73 534 73 114 215 122 68
internal_value=0 0.000274804 0.000636043 0.000915506 0.000104001 0.000197879 0.000767345 0.000304635 0.000965423 0.000752325 0.000188437 0.000982394 0.00100037 0.000805929 0.000851212 0.00102375 0.000895487 0.000837458 0.000857465 0.000775445 0.000295173 0.000799461 0.00105041 0.0011257 0.00102898 0.000822436 0.000945769 0.000844622 0.000918901 0.000918909
internal_weight=0 645 207 2281 438 346 575 255 1706 126 171 1580 1381 515 141 1129 252 175 199 448 110 392 841 186 655 340 288 288 236 141
internal_count=2926 645 207 2281 438 346 575 255 1706 126 171 1580 1381 515 141 1129 252 175 199 448 110 392 841 186 655 340 288 288 236 141
is_linear=0
shrinkage=0.0032998


Tree=8313
num_leaves=23
num_cat=0
split_feature=10 0 15 159 0 160 51 39 1186 0 15 15 49 11 49 0 403 52 51 13 1212 13
split_gain=0.13888 0.209189 0.102864 0.120343 0.0951903 0.108509 0.107069 0.0841742 0.0821926 0.0790044 0.143282 0.072698 0.0985771 0.0701695 0.0901899 0.0581642 0.0485899 0.0677055 0.0591077 0.0442269 0.0334717 0.0238752
threshold=-1.0000000180025095e-35 -0.068669999999999995 1.0000000180025095e-35 -0.4205299999999999 -0.11742499999999999 -0.24149499999999999 -0.034774999999999993 0.10096000000000001 0.048730000000000002 0.019150000000000004 -0.069034999999999985 -0.077669999999999989 -0.015164999999999998 1.0000000180025095e-35 -0.032374999999999994 -0.14680499999999999 -0.08458499999999998 0.10523 0.08290500000000002 -0.052124999999999998 0.10310500000000002 0.053700000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 -6 -5 9 13 10 -7 12 -8 14 -4 -14 17 19 20 -16 -18 -11
right_child=2 -3 8 4 5 7 11 -9 -10 21 -12 -13 15 -15 16 -17 18 -19 -20 -21 -22 -23
leaf_value=0.0050448695817929354 0.0095961718877583552 -0.0067599491310480807 -0.00069392524999333221 -0.0065933903470313466 -0.0016170870604599987 0.0056457453441018657 -0.0047024527392569874 -0.0018226742916194114 0.011894771592266082 0.0096650282019872455 0.0012656817918797133 0.0074000800359525463 0.00039945559156066499 0.010697049897679252 0.0017319323832483532 0.0074228213597199062 0.0050946784505808886 -0.0017535771836365611 0.011102084026174774 0.0061999825880920756 0.0094813536938156608 0.0056351483108980464
leaf_weight=86 82 84 79 52 101 513 72 63 53 92 362 52 95 60 98 52 494 56 61 181 56 82
leaf_count=86 82 84 79 52 101 513 72 63 53 92 362 52 95 60 98 52 494 56 61 181 56 82
internal_value=0 -0.000777532 0.00416989 0.00330478 0.00296774 0.00365157 0.000394137 0.00413172 0.00539832 0.00449104 0.0038357 0.00174155 0.000389764 0.00507933 0.00474873 0.00289613 0.00520515 0.00356336 0.00610237 0.004637 0.00554459 0.00777621
internal_weight=0 170 2756 1618 1536 1213 323 1112 1138 1049 875 271 219 1085 1025 147 946 335 611 279 550 174
internal_count=2926 170 2756 1618 1536 1213 323 1112 1138 1049 875 271 219 1085 1025 147 946 335 611 279 550 174
is_linear=0
shrinkage=0.16829


Tree=8314
num_leaves=31
num_cat=0
split_feature=4 3 3 3 4 3 3 15 3 42 13 15 12 3 4 12 15 4 15 4 3 42 49 133 42 133 3 133 4 4
split_gain=4.58028 1.51328 0.833481 0.392062 0.45768 0.485327 0.28752 0.272512 0.573448 0.269082 0.480687 0.222401 0.216459 0.138965 0.124226 0.112872 0.114715 0.0855206 0.0806929 0.0761808 0.0673102 0.0924073 0.0690173 0.0641822 0.0625095 0.0805169 0.0518014 0.0968214 0.0492763 0.014509
threshold=0.31392000000000003 -0.069414999999999991 0.28833000000000003 -0.0031199999999999995 -0.062804999999999986 0.092005000000000017 -0.13827999999999999 0.025430000000000005 -0.15288999999999997 -1.0000000180025095e-35 -0.011514999999999999 -0.46483499999999994 0.083400000000000016 -0.16100499999999998 -0.0040999999999999986 0.092475000000000016 -0.069034999999999985 0.42118000000000005 0.11883000000000001 0.0072100000000000003 -0.083254999999999982 0.083925000000000013 -0.0069299999999999995 0.11264000000000002 0.091695000000000013 -0.15323999999999996 -0.086064999999999989 0.40408500000000008 -0.012865 -0.47860499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 9 29 -6 -2 12 -9 19 14 -8 -1 -14 -11 20 28 -13 23 -3 21 -15 -22 24 25 -10 -25 -28 -17 -5
right_child=6 2 -4 4 5 -7 11 8 18 10 -12 17 13 15 -16 16 -18 -19 -20 -21 22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.0005475861909687499 0.00045011376083639723 0.00057510160941963515 0.00020725628948734049 0.00082258439948052463 0.00076543787422520655 0.000422340054930076 0.00033986039514046103 0.0011237451357621725 0.00068681049871874809 0.00067408934530396587 0.00028241400932845704 0.00021820316008829878 0.00087041863568238474 0.00077951196128505035 0.00047990474428309541 0.00078611471785047316 0.00056687774312390651 5.1771097667114145e-05 0.00064028750523304249 0.00074895553278459264 0.00089052082095285128 0.00064927829370628693 0.00075199590683239703 0.00080034883119698232 0.00089215153792255794 0.00079993643114624838 0.00058178073751336727 0.00075822864593262228 0.00066530990959765945 0.00091310569048696111
leaf_weight=84 73 57 63 53 91 90 89 53 86 81 93 62 68 104 68 63 101 75 53 59 52 155 219 76 69 475 58 91 111 54
leaf_count=84 73 57 63 53 91 90 89 53 86 81 93 62 68 104 68 63 101 75 53 59 52 155 219 76 69 475 58 91 111 54
internal_value=0 0.00070087 0.000570399 0.000605759 0.000696791 0.000595031 0.000269642 0.000749081 0.000788661 0.000532428 0.000469296 0.000211192 0.000709298 0.000724818 0.000585705 0.000712475 0.00065709 0.000127348 0.000769063 0.000663831 0.000741146 0.000701709 0.000778706 0.000777004 0.000794705 0.000782657 0.000727285 0.000689781 0.000709252 0.000868597
internal_weight=0 2627 709 646 288 181 299 1918 961 358 242 226 957 873 149 805 275 137 908 116 530 259 271 855 630 561 225 149 174 107
internal_count=2926 2627 709 646 288 181 299 1918 961 358 242 226 957 873 149 805 275 137 908 116 530 259 271 855 630 561 225 149 174 107
is_linear=0
shrinkage=0.0032998


Tree=8315
num_leaves=13
num_cat=0
split_feature=3 9 15 40 3 13 1455 156 15 3 3 43
split_gain=0.235527 0.214946 0.213154 0.167879 0.147133 0.105797 0.0799698 0.089375 0.113728 0.130813 0.121792 0.060587
threshold=0.10766000000000002 0.037245000000000007 -0.018024999999999996 0.0045850000000000005 0.3148450000000001 0.26746000000000009 0.10701500000000001 -0.03238499999999999 0.043560000000000008 -0.12077499999999998 -0.11151499999999999 -0.079524999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -2 6 7 11 10 -10 -9 -1
right_child=2 -3 -4 -5 -6 -7 -8 8 9 -11 -12 -13
leaf_value=0.0045812807144968784 0.0064724646356800718 0.012244646716399533 -0.0082983258915677247 -0.0044559342822154758 -0.0028333271748626474 0.011198526763434203 0.010512402515684022 -0.0014278669742329522 0.013136161688538596 0.0046046935371566646 0.0033236523768599762 0.012702743260308081
leaf_weight=52 103 94 78 64 90 61 54 176 54 969 1134 54
leaf_count=52 103 94 78 64 90 61 54 176 54 969 1134 54
internal_value=0 0.00432846 -0.000869391 0.00404354 0.00212367 0.00425723 0.00408666 0.00394366 0.00372517 0.00505679 0.00268391 0.00873558
internal_weight=0 2712 271 2618 193 2554 2493 2439 2333 1023 1310 106
internal_count=2983 2712 271 2618 193 2554 2493 2439 2333 1023 1310 106
is_linear=0
shrinkage=0.16829


Tree=8316
num_leaves=25
num_cat=0
split_feature=1 1 2 14 0 1 39 4 0 2 1 0 1429 151 0 2 42 401 4 1455 0 133 133 42
split_gain=9.15859 1.69337 1.27258 0.712836 0.619175 0.657058 0.589476 0.369772 0.296943 0.224322 0.188321 0.246917 0.183641 0.1788 0.177374 0.166293 0.142191 0.132027 0.128625 0.123634 0.213755 0.111237 0.0579866 0.0300918
threshold=0.10749500000000002 0.15028500000000003 0.10859000000000001 0.056865000000000006 -0.13409999999999997 0.085410000000000014 0.087880000000000014 0.0049450000000000006 -0.079119999999999982 0.14253500000000002 0.083670000000000008 -0.088659999999999989 0.086665000000000006 -0.016029999999999996 -0.14259999999999998 0.13154000000000002 0.086510000000000017 0.080710000000000018 -0.027724999999999996 0.08129500000000002 -0.09712999999999998 0.087455000000000019 -0.0043399999999999992 0.087855000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 5 -1 16 8 19 14 11 22 17 -7 -4 -16 -2 18 -10 20 -6 -22 -9 -13
right_child=1 -3 9 -5 7 13 -8 10 12 -11 -12 23 -14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.0010540736931032514 0.00075971249938154963 1.4420794699860193e-05 0.00036774708058527161 0.0012597946108888832 0.0012261730719720825 0.0004920914747379517 0.00049614517806458079 0.00093032527450203771 0.00095352303251658899 0.0002903229616763678 0.00072141229450883556 0.00087084183267317078 0.0011263111818499386 0.00074615684558218217 0.00067620565086812994 0.00043578167516224349 0.00096315351530745145 0.00075785361059587807 0.00078666291495668023 0.00087968162846546142 0.0010445122967698848 0.00096188056043665523 0.0010697546196294808 0.00076466851859086364
leaf_weight=62 71 67 81 89 62 54 65 64 491 88 71 62 53 72 70 59 86 52 59 62 731 253 83 76
leaf_count=62 71 67 81 89 62 54 65 64 491 88 71 62 53 72 70 59 86 52 59 62 731 253 83 76
internal_value=0 0.000508713 0.000572333 0.000968758 0.000957515 0.000775102 0.00076167 0.000973683 0.00099342 0.000431165 0.000875839 0.000914186 0.000937102 0.000637551 0.000490017 0.000566517 0.000871376 0.000920385 0.000935688 0.00102668 0.00103536 0.0010233 0.00100929 0.000812625
internal_weight=0 587 520 2396 2307 188 222 2119 1763 298 356 285 655 126 210 129 157 602 550 1108 1046 984 147 138
internal_count=2983 587 520 2396 2307 188 222 2119 1763 298 356 285 655 126 210 129 157 602 550 1108 1046 984 147 138
is_linear=0
shrinkage=0.0032998


Tree=8317
num_leaves=27
num_cat=0
split_feature=3 2 2 2 2 15 3 16 475 16 3 49 43 15 50 16 15 3 49 3 3 43 3 15 51 2
split_gain=4.88892 1.78129 1.19304 0.935935 0.643647 0.516911 0.371469 0.351839 0.321119 0.278306 0.345061 0.221143 0.200229 0.255619 0.156238 0.127841 0.131171 0.124199 0.119945 0.245786 0.203111 0.159758 0.0765365 0.062623 0.0520902 0.0255367
threshold=-0.046079999999999989 0.10859000000000001 0.11426500000000002 0.072175000000000017 0.16730000000000003 -1.0000000180025095e-35 0.0012800000000000001 0.39813000000000004 -0.075554999999999983 -0.042884999999999993 0.11745500000000002 0.084910000000000013 -0.15961499999999998 0.043560000000000008 -0.041284999999999995 0.26711500000000005 -0.011749999999999998 -0.10859999999999999 -0.0070849999999999984 -0.086504999999999985 -0.081224999999999978 -0.0037599999999999995 -0.080624999999999988 -0.025879999999999997 -0.069319999999999979 0.095195000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 6 9 11 -2 17 15 10 -3 -5 13 -10 -14 16 23 -4 19 -16 21 -20 -22 -1 -11 -7
right_child=1 4 7 5 -6 25 -8 -9 12 24 -12 -13 14 -15 18 -17 -18 -19 20 -21 22 -23 -24 -25 -26 -27
leaf_value=0.00087525556517961526 0.0005503032756543388 0.0006254841736325461 0.00033277281206409734 0.00051399409241058975 -2.1323305465351055e-05 0.00095842565198708601 0.00023896619728192765 0.00075465532424084556 0.00049857504787545579 0.00030214421829493005 0.00031476323506867727 0.00075748227527561315 0.00062323292825019138 0.00078463295503798127 0.0005835305359479598 0.0010556990487362553 0.0007759999331621079 0.00053326962534103249 0.00082313121487352214 0.00084281874115870272 0.00065225205411289773 0.0009286734258929229 0.00078310285703693668 0.0010209449350872661 0.00015440192701773821 0.00084887651810732856
leaf_weight=80 101 69 57 101 58 55 72 61 57 55 91 70 53 88 76 56 91 87 573 87 58 225 488 63 52 59
leaf_count=80 101 69 57 101 58 55 72 61 57 55 91 70 53 88 76 56 91 87 573 87 58 225 488 63 52 59
internal_value=0 0.000480223 0.000783983 0.000612875 0.000293177 0.000729263 0.000420933 0.000543741 0.000808652 0.000361627 0.000448982 0.000613874 0.000791228 0.000672426 0.000802248 0.000910968 0.000876181 0.000454151 0.00080852 0.00072214 0.00081897 0.000852934 0.000769267 0.000939687 0.000230673 0.000902038
internal_weight=0 783 2200 458 325 285 173 205 1995 267 160 171 1705 145 1560 290 234 144 1507 163 1344 798 546 143 107 114
internal_count=2983 783 2200 458 325 285 173 205 1995 267 160 171 1705 145 1560 290 234 144 1507 163 1344 798 546 143 107 114
is_linear=0
shrinkage=0.0032998


Tree=8318
num_leaves=25
num_cat=0
split_feature=1 2 4 4 12 2 11 1 0 43 43 2 1 41 156 4 4 133 133 0 1446 15 12 0
split_gain=6.52614 1.19109 0.716034 0.550964 0.487202 0.40945 0.454472 0.348491 0.250198 0.248127 0.243471 0.2018 0.164709 0.149094 0.145008 0.115333 0.117113 0.0913916 0.116639 0.0893002 0.0823933 0.0802082 0.0782497 0.0757971
threshold=0.10749500000000002 0.14253500000000002 0.26546000000000003 0.27644500000000005 0.085075000000000026 0.091235000000000024 1.0000000180025095e-35 0.08864000000000001 -0.077614999999999976 -0.077134999999999995 -0.06372499999999999 0.25063000000000007 0.12895500000000001 0.075585000000000013 0.083125000000000018 -0.22295999999999996 0.0051950000000000008 -0.14785999999999996 -0.43349999999999994 -0.12851999999999997 0.088585000000000011 0.093815000000000009 0.098355000000000012 -0.079684999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 10 8 7 14 13 -10 -2 -3 19 17 15 -7 -17 18 -1 -4 23 -11 -6 -19
right_child=1 11 12 -5 22 6 -8 -9 9 21 -12 -13 -14 -15 -16 16 -18 20 -20 -21 -22 -23 -24 -25
leaf_value=0.00094574222658367995 0.00040559845279477386 0.00035234784230073912 0.00043092722770475084 0.00057822668703570279 0.00096584431391915553 0.00069232755966140648 0.0010883511485199051 0.00064906853026778979 0.00071306552940875569 0.0010102364863358616 0.00069313519665673159 8.9548337242217107e-05 0.00034230632923000823 0.0011392030447118836 0.00099996521792173492 0.00089908381332966399 0.00079948734974871944 0.00093324326166758619 0.0011584672989891623 0.00061990484847032677 0.0010748984423508687 0.0008420647136133866 0.00078925149182402675 0.0010501769933259541
leaf_weight=62 54 75 52 55 54 54 84 101 93 76 82 56 88 54 73 310 238 953 57 62 57 59 64 70
leaf_count=62 54 75 52 55 54 54 84 101 93 76 82 56 88 54 73 310 238 953 57 62 57 59 64 70
internal_value=0 0.000518049 0.000597771 0.000906431 0.000714617 0.000914127 0.000856431 0.000831281 0.000947606 0.000845813 0.000579225 0.000240275 0.000450672 0.000966101 0.000858493 0.000841279 0.000855893 0.000958275 0.00104793 0.000534014 0.000948364 0.000937 0.000870364 0.000941279
internal_weight=0 587 456 2396 254 2341 860 776 1481 228 136 131 202 1253 675 602 548 1199 119 114 1080 135 118 1023
internal_count=2983 587 456 2396 254 2341 860 776 1481 228 136 131 202 1253 675 602 548 1199 119 114 1080 135 118 1023
is_linear=0
shrinkage=0.0032998


Tree=8319
num_leaves=27
num_cat=0
split_feature=1 2 12 2 457 12 1 10 12 1 14 0 43 16 16 2 16 12 43 2 2 0 51 0 16 43
split_gain=16.1233 3.16952 1.60508 1.26033 0.751842 0.714908 0.649402 0.536269 0.444742 0.463665 0.359901 0.353109 0.31614 0.267428 0.26364 0.230218 0.19511 0.18667 0.160394 0.158784 0.186776 0.162501 0.10775 0.0844097 0.168123 0.144017
threshold=0.10749500000000002 0.16730000000000003 0.089585000000000012 0.091235000000000024 0.056920000000000005 0.098785000000000012 0.14533000000000004 -1.0000000180025095e-35 -0.086944999999999981 1.0000000180025095e-35 0.073890000000000011 -0.10934999999999999 -0.08076499999999999 0.0060400000000000011 0.28127000000000008 0.123795 0.08215500000000002 0.082165000000000016 -0.083479999999999985 0.11203000000000002 0.12141500000000001 -0.081864999999999979 -0.004559999999999999 -0.067134999999999986 0.25032500000000008 -0.012824999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 7 8 -4 12 -1 -5 15 11 -9 -2 17 -11 23 -15 -13 -18 -14 -21 -22 -19 24 -10 -25
right_child=1 -3 5 4 -6 -7 -8 10 9 14 -12 13 19 16 -16 -17 18 22 -20 20 21 -23 -24 25 -26 -27
leaf_value=0.00083676189480743604 0.00030183778126410886 -0.00015351617067596544 0.001131520680853414 0.00073670624639153625 0.00068892999586291266 0.00067964666897482313 0.00011760532731152072 0.00096150930426953441 0.0010362127676196945 0.0010897387562112597 0.0014216840847488209 0.00099912757201162453 0.00070566937512157879 0.00092145329565694253 0.001359618384697576 0.00082393717050627778 0.0010132338736295746 0.0012837903432580298 0.0012676374887247346 0.00036528442748110093 0.00047082892332498446 0.0007287538258821571 0.001188877456204155 0.0012110018288075098 0.00084384039320105505 0.00097609176465296877
leaf_weight=55 61 73 62 53 77 101 53 93 358 93 61 53 68 73 72 67 55 166 58 60 56 53 880 70 60 52
leaf_count=55 61 73 62 53 77 101 53 93 358 93 61 53 68 73 72 67 55 166 58 60 56 53 880 70 60 52
internal_value=0 0.000489508 0.000580901 0.00109984 0.00100215 0.000851741 0.000455026 0.00115879 0.00103134 0.00105152 0.00117108 0.00115996 0.000514919 0.00117429 0.00120772 0.00100901 0.00105692 0.00119413 0.00114412 0.000569615 0.000514662 0.000596565 0.00120397 0.0010319 0.00100868 0.00111117
internal_weight=0 587 514 2396 902 163 351 1494 825 772 1439 1378 298 1285 165 607 186 1099 113 237 169 109 1046 540 418 122
internal_count=2983 587 514 2396 902 163 351 1494 825 772 1439 1378 298 1285 165 607 186 1099 113 237 169 109 1046 540 418 122
is_linear=0
shrinkage=0.0032998


Tree=8320
num_leaves=27
num_cat=0
split_feature=1 1 457 16 16 132 1 0 1455 15 49 1 15 1456 12 15 1 15 403 42 159 16 12 12 15 16
split_gain=0.546915 0.11346 0.152106 0.344767 0.107036 0.105962 0.0874395 0.177276 0.0864314 0.085775 0.0815128 0.0777773 0.132478 0.0772184 0.0758335 0.117839 0.0744162 0.0738328 0.0803529 0.0728253 0.0789405 0.0689358 0.0521451 0.0439888 0.0326068 0.0237238
threshold=0.12765500000000005 0.085780000000000009 0.056920000000000005 -0.090614999999999987 -0.49057499999999993 0.020305000000000004 0.080125000000000016 0.040570000000000002 0.084775000000000017 -0.12272499999999999 1.0000000180025095e-35 0.10985500000000002 -0.066784999999999983 -0.073119999999999991 0.083785000000000012 0.025430000000000005 0.14195000000000002 0.084845000000000018 -0.015149999999999999 0.08826500000000001 0.014225000000000003 0.11015500000000002 0.093910000000000007 -0.014854999999999998 -0.13843999999999998 -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 2
left_child=1 6 5 -4 -2 9 7 8 14 10 -3 19 -13 -10 15 23 24 21 -19 20 -11 -16 -21 -1 -6 -8
right_child=4 2 3 -5 16 -7 25 -9 13 11 -12 12 -14 -15 17 -17 -18 18 -20 22 -22 -23 -24 -25 -26 -27
leaf_value=0.011238421498002547 0.0047304433798181266 -0.00063714405830817824 0.009969224052529967 -0.0074287972306642906 -0.0034493795094639717 -0.00012058846021924946 0.0094480700772542631 -0.0011117734395755662 -0.0017403590516424921 0.0067354057600358935 0.0075288932205967232 0.0059954953567540707 0.017533406749776916 0.0072005557607812964 0.0093397990578115552 0.017231109769608621 -0.0068690760141004023 0.0035038432869715338 0.0078053476502322715 0.0059826860384955289 0.01353104764560494 0.005180455870670236 0.00049604214951404527 0.004551896874159138 0.0022459177633212899 0.014693197046099114
leaf_weight=57 60 85 55 78 54 76 52 72 53 290 58 63 52 56 533 59 93 240 257 130 59 146 80 57 60 52
leaf_count=57 60 85 55 78 54 76 52 72 53 290 58 63 52 56 533 59 93 240 257 130 59 146 80 57 60 52
internal_value=0 0.00646864 0.00507591 -0.000220618 -0.00151578 0.00586677 0.00734205 0.00701828 0.007421 0.00642593 0.00266239 0.00722176 0.0112283 0.00283666 0.00779008 0.0110999 -0.00333495 0.00730165 0.00573178 0.00639431 0.00788939 0.00844809 0.00390109 0.00791092 -0.000436095 0.0120879
internal_weight=0 2660 1026 133 267 893 1634 1530 1458 817 143 674 115 109 1349 173 207 1176 497 559 349 679 210 114 114 104
internal_count=2927 2660 1026 133 267 893 1634 1530 1458 817 143 674 115 109 1349 173 207 1176 497 559 349 679 210 114 114 104
is_linear=0
shrinkage=0.16829


Tree=8321
num_leaves=24
num_cat=0
split_feature=4 12 150 12 150 2 133 4 41 43 4 2 47 160 16 0 12 2 42 4 1210 16 483
split_gain=5.99998 2.23023 0.981217 0.828681 0.409423 0.404719 0.337526 0.285745 0.221398 0.209583 0.208542 0.192872 0.171196 0.159827 0.152141 0.150823 0.133699 0.11295 0.100196 0.0923603 0.0878212 0.0754014 0.064896
threshold=0.31392000000000003 0.056995000000000011 0.083435000000000023 0.13936000000000001 0.081245000000000026 0.10859000000000001 0.077945 0.0011850000000000003 0.078385000000000024 -0.16130499999999998 -0.085594999999999991 0.14870000000000003 0.07813500000000001 -0.06146999999999999 -0.43491999999999992 -0.076589999999999978 0.092755000000000018 0.084095000000000017 -0.092104999999999979 -0.017399999999999995 -1.0000000180025095e-35 0.0054050000000000009 0.092865000000000017
decision_type=2 2 2 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 12 -7 9 18 17 13 19 -2 -15 -4 22 -11 -3 -1 -18 -19 -12
right_child=4 3 15 -5 -6 7 -8 -9 -10 10 16 -13 -14 14 -16 -17 20 21 -20 -21 -22 -23 -24
leaf_value=0.00062958484578243376 0.00036903420476937048 0.00074885501286767447 0.00039605946260297278 0.00037594100640601371 0.00047702469985634111 0.00031842141368886663 0.00045890429577888657 0.00064947516554904512 0.00098839116819959545 0.00099599201495164606 0.0008132450707695007 1.8726533156160219e-05 0.00089746685601863367 0.00027573356572013671 4.4521383553155812e-05 0.00017489472463302766 0.00060851516759240264 0.00076137794359526934 0.0005427292149329943 0.000796101089346699 0.00075470440750550843 0.00090210510066201686 0.00070645215677581465
leaf_weight=96 70 53 92 53 72 64 52 52 64 75 952 54 67 69 57 54 52 80 54 63 510 100 72
leaf_count=96 70 53 92 53 72 64 52 52 64 75 952 54 67 69 57 54 52 80 54 63 510 100 72
internal_value=0 0.000735075 0.000546052 0.000784488 0.000257434 0.000631766 0.000700336 0.000467129 0.000795232 0.000788868 0.000797201 0.000194051 0.000755731 0.000242174 0.000171417 0.0003145 0.000782927 0.000885846 0.000645158 0.000695785 0.000741241 0.000839755 0.000805771
internal_weight=0 2605 540 2065 322 394 278 116 2012 1948 1841 250 226 196 126 146 1586 255 107 159 562 180 1024
internal_count=2927 2605 540 2065 322 394 278 116 2012 1948 1841 250 226 196 126 146 1586 255 107 159 562 180 1024
is_linear=0
shrinkage=0.0032998


Tree=8322
num_leaves=12
num_cat=0
split_feature=9 3 15 14 43 0 376 10 16 150 3
split_gain=0.270583 0.208528 0.183714 0.100974 0.107404 0.178746 0.12322 0.0912736 0.0879629 0.0704943 0.0331133
threshold=-1.0000000180025095e-35 0.3148450000000001 -0.40166999999999992 0.083835000000000007 -0.22491499999999998 -0.06952499999999999 0.076485000000000011 -0.0093599999999999985 -0.40430999999999989 0.11183500000000002 -0.11151499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 4 5 10 7 -6 -2 -9 -4
right_child=1 -3 3 -5 6 -7 -8 9 -10 -11 -12
leaf_value=-0.0036222792068568411 0.0040088040160189201 -0.0026509027276438043 0.0089420792683647284 -0.00075495420885932096 0.013680473343122349 -0.0060597450759578668 -0.0007146873833803176 0.0063764774548938476 -0.0048466186148143882 0.010887851296111684 0.0030816666900085657
leaf_weight=94 63 85 53 59 53 52 64 2177 64 104 59
leaf_count=94 63 85 53 59 53 52 64 2177 64 104 59
internal_value=0 0.00554409 0.00579822 0.00610116 0.00625975 0.00207708 0.00654506 0.0067449 -0.000439625 0.00658296 0.00587094
internal_weight=0 2833 2748 2621 2562 164 2398 2334 127 2281 112
internal_count=2927 2833 2748 2621 2562 164 2398 2334 127 2281 112
is_linear=0
shrinkage=0.16829


Tree=8323
num_leaves=19
num_cat=0
split_feature=4 123 13 11 16 16 4 484 16 155 42 150 4 40 16 130 130 13
split_gain=0.241638 0.162239 0.127786 0.147283 0.119053 0.159039 0.108869 0.103765 0.0901738 0.0995976 0.117343 0.0723692 0.0644437 0.0621468 0.0663559 0.0549797 0.056604 0.0436252
threshold=0.27120500000000008 1.0000000180025095e-35 0.032645000000000007 1.0000000180025095e-35 -0.42170999999999997 -0.014654999999999998 -0.40515499999999993 -0.091199999999999989 -0.086909999999999987 0.082265000000000019 -0.059799999999999992 0.084800000000000014 -0.0090849999999999976 -0.049499999999999995 -0.50720999999999983 -0.081339999999999982 -0.0092149999999999992 0.070890000000000022
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 13 -6 -1 12 -4 10 17 -3 -8 -2 -15 -9 -17 -10
right_child=4 11 8 -5 5 -7 7 15 9 -11 -12 -13 -14 14 -16 16 -18 -19
leaf_value=0.011307024436864434 0.0066966100564668863 0.0023390000790010721 0.0073122540235106307 0.013168805653099976 -0.010504490455571275 0.0015288709924462175 0.0037585382250886457 0.00035203706820284217 -0.00088173897063394038 0.0064611892721755529 -0.0051223781539201244 -0.0053882341116577989 -0.0037796623335026114 -0.0018666945602864224 0.005424391546775785 0.010031282543514411 0.0055221763549161999 0.0055333823177033045
leaf_weight=88 70 94 82 74 57 68 79 56 53 71 98 54 54 102 54 84 1621 68
leaf_count=88 70 94 82 74 57 68 79 56 53 71 98 54 54 102 54 84 1621 68
internal_value=0 0.00493009 0.00525988 0.00577982 0.000217904 -0.00394397 0.00550304 0.00523242 0.00238144 0.000981009 -0.000787467 -0.000468257 0.000684407 0.00252777 0.000645626 0.00557489 0.00574538 0.00270861
internal_weight=0 2576 2428 2056 351 125 1982 1894 372 290 219 148 133 226 156 1761 1705 121
internal_count=2927 2576 2428 2056 351 125 1982 1894 372 290 219 148 133 226 156 1761 1705 121
is_linear=0
shrinkage=0.16829


Tree=8324
num_leaves=31
num_cat=0
split_feature=1 3 3 3 43 1 15 0 0 1 15 51 0 1 15 15 13 15 13 484 3 15 13 13 0 1 1 43 3 43
split_gain=15.458 4.02435 1.35207 0.911632 1.01801 0.663501 0.651298 0.54922 0.313623 0.277979 0.262647 0.427274 0.241861 0.227078 0.175797 0.174364 0.170948 0.120849 0.120614 0.109233 0.126425 0.0921843 0.0912761 0.137905 0.0728772 0.0624344 0.0455783 0.0303033 0.049332 0.0267344
threshold=0.10398500000000001 -0.06656999999999999 -0.069909999999999986 0.3148450000000001 -0.066724999999999993 0.094165000000000013 -0.12272499999999999 -0.076589999999999978 -0.14920999999999998 0.117245 0.039965000000000007 -0.010655 -0.105195 0.12019000000000001 -0.085999999999999979 -0.077474999999999988 1.0000000180025095e-35 -0.085259999999999989 -0.052124999999999998 0.079595000000000013 -0.092319999999999985 0.093575000000000019 -1.0000000180025095e-35 -0.059629999999999996 -0.085674999999999987 0.080545000000000019 1.0000000180025095e-35 -0.26788499999999998 -0.089964999999999976 -0.077134999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 7 4 13 14 -2 8 -1 -8 11 29 -10 -3 25 -6 19 -7 -12 20 -14 -20 23 -16 -21 -4 -24 -18 -29 -9
right_child=1 3 5 -5 15 17 9 10 12 -11 18 -13 16 -15 22 -17 27 -19 21 24 -22 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=0.001513431693314807 0.00069997489057237183 0.0004875358048050126 0.0012754299996110823 0.00016718852165239893 0.00058677680327643322 0.0007025401782766032 0.0012205194835131657 0.0011327690238647566 0.0010953856398352088 0.00092343731401246809 0.001118247171718013 0.00088184953454095336 0.0014217120942571558 0.00023428027681486163 0.0010862740941265867 0.00078420339897124615 0.0012463048775134876 0.00092914263774294373 0.0013959853192248752 0.0014581054291267354 0.0012657591050150845 0.0011964091187416125 0.0010456337575190898 0.00086238578370000389 0.0013104530717727681 0.0011188139004897053 0.0011814070319915739 0.0010629390326346163 0.0012128053540247723 0.0012523136132887361
leaf_weight=59 56 65 78 95 97 53 101 53 89 54 76 92 65 97 79 103 54 54 54 70 834 56 53 52 98 52 76 54 56 52
leaf_count=59 56 65 78 95 97 53 101 53 89 54 76 92 65 97 79 103 54 54 54 70 834 56 53 52 98 52 76 54 56 52
internal_value=0 0.000629598 0.00120111 0.000455425 0.00053097 0.00104866 0.00100667 0.00124409 0.001275 0.00111725 0.00113272 0.0010475 0.00126432 0.000336113 0.00111206 0.000688628 0.0012765 0.00081723 0.00122279 0.00129208 0.00127707 0.0012947 0.00106143 0.000997671 0.00137218 0.00121305 0.0011259 0.00117492 0.00113955 0.00119231
internal_weight=0 668 2259 457 362 497 211 1762 1379 155 383 197 1320 162 390 200 1231 107 186 1067 899 110 260 131 168 130 129 164 110 105
internal_count=2927 668 2259 457 362 497 211 1762 1379 155 383 197 1320 162 390 200 1231 107 186 1067 899 110 260 131 168 130 129 164 110 105
is_linear=0
shrinkage=0.0032998


Tree=8325
num_leaves=24
num_cat=0
split_feature=1 52 1 2 2 4 1 0 11 16 1 151 52 16 159 4 401 15 15 4 4 15 4
split_gain=9.43741 1.8083 1.17912 0.771845 0.944007 0.696663 0.532054 0.32209 0.412563 0.290357 0.253239 0.28443 0.20359 0.175982 0.148546 0.14616 0.110621 0.0963515 0.0661069 0.0653054 0.0717897 0.0615768 0.0249466
threshold=0.10557500000000002 -0.40011499999999994 0.14547000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.053925000000000008 0.083670000000000008 0.040570000000000002 1.0000000180025095e-35 0.26711500000000005 0.10075500000000003 -0.051109999999999996 0.087275000000000005 -0.5038649999999999 0.089285000000000017 0.0049450000000000006 0.021890000000000003 -0.06723999999999998 -0.18498499999999998 -0.0029949999999999998 -0.012014999999999998 -0.080724999999999977 0.097095000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 7 13 8 10 -9 11 19 14 -7 17 16 -13 18 -5 20 -1 -15 -23
right_child=1 2 -4 12 -6 6 -8 9 -10 -11 -12 15 -14 21 -16 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=0.0011714655683155914 0.0010692055826105452 0.00050943694053375227 0.00014680165648931981 0.00033522136382536639 0.00098667999314013726 0.0011056452274743058 0.0006090279640133115 0.00074770914663928843 0.0012560287980428425 0.0010291141471585133 0.00080831231751367502 0.0010146424987610828 0.00063844516849243264 0.0008038274517902581 0.00054031820078765422 0.00089252411320343427 0.0011082862461831266 0.00025725958858235215 0.00049961400143475325 0.0012490081260600782 0.0010382581474289825 0.00099075333423941981 0.00087894727830545522
leaf_weight=105 66 100 91 54 83 52 73 84 92 79 57 1185 54 70 72 100 166 64 57 52 90 54 54
leaf_count=105 66 100 91 54 83 52 73 84 92 79 57 1185 54 70 72 100 166 64 57 52 90 54 54
internal_value=0 0.000551435 0.000491943 0.000556762 0.000726084 0.00100406 0.000855859 0.00102638 0.0010389 0.000884312 0.0010275 0.00103484 0.000453702 0.000934048 0.000413171 0.00101699 0.00102617 0.000360657 0.000419957 0.00113954 0.00111017 0.00088372 0.000935177
internal_weight=0 641 575 484 183 2313 303 2010 1847 163 1755 1698 301 230 247 1451 1351 175 111 247 195 178 108
internal_count=2954 641 575 484 183 2313 303 2010 1847 163 1755 1698 301 230 247 1451 1351 175 111 247 195 178 108
is_linear=0
shrinkage=0.0032998


Tree=8326
num_leaves=16
num_cat=0
split_feature=3 47 484 52 42 40 52 49 456 0 484 42 133 3 3
split_gain=0.146555 0.134984 0.123163 0.134545 0.106315 0.10648 0.102801 0.146291 0.107257 0.0965082 0.0773535 0.0817255 0.113888 0.0457398 0.0614769
threshold=0.28833000000000003 0.13206500000000002 0.087235000000000021 -0.56274499999999994 -0.018314999999999994 -0.0079899999999999988 0.43161000000000005 -0.15734499999999998 0.060100000000000008 -0.11167499999999998 0.19069500000000003 0.083725000000000008 0.086435000000000026 -0.072864999999999985 -0.084604999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 -6 -9 -2 11 -4 -13 14 -7
right_child=9 -3 10 4 6 13 -8 8 -10 -11 -12 12 -14 -15 -16
leaf_value=0.013516782684817106 0.003831957091061499 -0.0027669915281391057 0.0065823887940865645 0.01337315517878482 -0.0037734346648743288 0.0059385771571051149 0.0095947131737669118 0.0040634731358253229 0.0097387880129822645 -0.0055231986806212746 0.0034978496263041612 0.019307498128565262 0.0088571133433297897 0.0029240864057418756 0.010779384938524362
leaf_weight=55 69 55 86 66 64 380 103 1545 101 57 56 53 69 101 94
leaf_count=55 69 55 86 66 64 380 103 1545 101 57 56 53 69 101 94
internal_value=0 0.00546681 0.00563077 0.00526525 0.00507959 0.00694738 0.00441822 0.00410537 0.00441281 -0.000385879 0.0090977 0.0105967 0.0134118 0.00620669 0.00690236
internal_weight=0 2828 2773 2509 2454 641 1813 1710 1646 126 264 208 122 575 474
internal_count=2954 2828 2773 2509 2454 641 1813 1710 1646 126 264 208 122 575 474
is_linear=0
shrinkage=0.16829


Tree=8327
num_leaves=30
num_cat=0
split_feature=1 1 0 2 2 150 4 160 0 0 484 1 2 3 4 4 49 13 4 0 16 1 0 1 484 160 49 42 13
split_gain=6.35198 1.42082 1.18804 0.585528 0.366368 0.360884 0.440532 0.294223 0.278306 0.241622 0.223353 0.21147 0.206309 0.200139 0.189273 0.175811 0.142202 0.137132 0.0986768 0.211977 0.134015 0.0971225 0.0717424 0.0736621 0.069467 0.180996 0.056929 0.0570335 0.158479
threshold=0.10054 0.13276500000000002 -0.12259499999999998 0.11917500000000002 0.12750000000000003 0.089810000000000015 -0.0011699999999999998 0.062030000000000009 -0.024974999999999997 -0.072924999999999976 -0.012019999999999998 0.090540000000000023 0.087665000000000007 0.040040000000000006 -0.040394999999999993 -0.085594999999999991 -0.032374999999999994 -0.27740999999999993 0.043640000000000005 -0.097774999999999987 -0.28430999999999995 0.09697500000000002 -0.073254999999999987 0.092845000000000025 0.087235000000000021 -0.081969999999999987 -0.0033999999999999998 0.08919500000000001 -0.085604999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 13 7 5 10 -7 9 17 -4 15 12 24 -2 -11 -1 -15 -3 19 -14 -20 22 23 -13 25 -12 -17 28 -28
right_child=1 8 3 -5 -6 6 -8 -9 -10 14 11 21 18 16 -16 26 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=0.0011462387771017295 0.00026764803961836273 0.00025716564631257839 0.0010116975476784538 0.00046333917998428697 0.00062652888129957802 0.00089037345524298683 0.00051047340883389285 0.00057400045550570484 0.0001207022409244673 0.00087641202124348323 0.00076046752747327613 0.00088608545241906727 0.0010884690941099836 0.00037643299983264496 0.0006477904955851611 0.0010203722345857391 0.0006100816172365807 0.00046153801447523514 0.00090318869136749805 0.00086531914084036772 0.00069399983839165812 0.00092330067985880776 0.00065348726450509297 0.00073047263177569764 0.0010528596117606976 0.00095498996861619859 0.00098995735622302381 0.00098274428318029738 0.00073955684617615296
leaf_weight=60 69 59 72 70 59 78 59 52 62 96 60 65 52 58 70 86 58 95 61 563 80 55 52 78 66 523 56 82 58
leaf_count=60 69 59 72 70 59 78 59 52 62 96 60 65 52 58 70 86 58 95 61 563 80 55 52 78 66 523 56 82 58
internal_value=0 0.000535013 0.000624839 0.000735405 0.000885048 0.000892179 0.000727024 0.000800955 0.000308208 0.000850393 0.000903492 0.000887404 0.000903329 0.000409492 0.000780218 0.00098124 0.000493561 0.000383468 0.000865734 0.000884244 0.00078475 0.000797764 0.000762175 0.000801452 0.000947068 0.000935031 0.000946009 0.000913201 0.00086287
internal_weight=0 761 545 360 2193 2134 137 290 216 238 1997 1655 1405 185 166 342 116 154 756 615 141 250 195 143 649 583 282 196 114
internal_count=2954 761 545 360 2193 2134 137 290 216 238 1997 1655 1405 185 166 342 116 154 756 615 141 250 195 143 649 583 282 196 114
is_linear=0
shrinkage=0.0032998


Tree=8328
num_leaves=21
num_cat=0
split_feature=4 13 39 4 48 123 16 14 16 14 51 4 4 13 16 4 51 16 4 13
split_gain=7.30331 2.01205 1.87078 0.568474 0.466801 0.360506 0.321719 0.403156 0.420073 0.287828 0.344384 0.217346 0.624674 0.21483 0.156893 0.0847479 0.0829724 0.103761 0.0692722 0.0327639
threshold=0.31392000000000003 -0.23438999999999996 0.0047850000000000011 0.0063750000000000013 0.092265000000000014 1.0000000180025095e-35 -0.53342999999999996 -0.45687499999999998 -0.42170999999999997 0.073890000000000011 0.10387500000000001 -0.47860499999999995 -0.14595999999999995 -0.064249999999999988 -0.33811499999999994 0.25367000000000006 -0.41601499999999997 -0.028104999999999995 0.053925000000000008 0.022635000000000006
decision_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 -4 -2 -8 -9 10 11 19 -13 -12 15 -5 -16 18 -18 -3
right_child=6 2 4 14 -6 -7 7 8 -10 -11 13 12 -14 -15 16 -17 17 -19 -20 -21
leaf_value=0.00042855169090457416 0.00052247871317698377 0.0010433247271491432 0.00092650560559034588 0.00098587722411578238 0.00038415408582347858 0.00058223631778888752 0.00052080123447276216 0.00033585522546210903 -6.9577139592942963e-06 0.0011708108690355302 0.00093551471423210339 0.00061818839397251421 0.00096601763639664199 0.00068336934400360498 0.00087818807905565624 0.00081269178987265929 0.00087466187545228499 0.00062129382694265203 0.00072884276216428009 0.0011633414864724717
leaf_weight=100 91 64 55 82 69 86 60 101 63 68 69 59 1506 83 72 55 65 57 92 57
leaf_count=100 91 64 55 82 69 86 60 101 63 68 69 59 1506 83 72 55 65 57 92 57
internal_value=0 0.000888333 0.000906427 0.000933352 0.000607653 0.000716776 0.000356546 0.000288978 0.00020395 0.000957752 0.000949851 0.000963514 0.000952927 0.000798062 0.000823324 0.000916607 0.000778516 0.000744817 0.000789438 0.00110015
internal_weight=0 2639 2539 2329 210 141 315 224 164 1906 1838 1686 1565 152 423 137 286 214 157 121
internal_count=2954 2639 2539 2329 210 141 315 224 164 1906 1838 1686 1565 152 423 137 286 214 157 121
is_linear=0
shrinkage=0.0032998


Tree=8329
num_leaves=21
num_cat=0
split_feature=1 16 4 48 11 1446 41 484 3 16 12 16 12 4 13 3 1 133 1 1
split_gain=0.245133 0.193647 0.15909 0.137705 0.11536 0.104887 0.101654 0.0964371 0.131563 0.108711 0.0829036 0.0893958 0.0998439 0.0727802 0.0724084 0.0613744 0.0435855 0.0433079 0.0342217 0.0117743
threshold=0.14195000000000002 -0.11082499999999999 0.028075000000000006 0.10145000000000001 0.089795000000000014 0.10916500000000003 0.075585000000000013 -0.0048899999999999994 -0.12711499999999995 -0.094174999999999995 -0.088999999999999982 -0.43279999999999996 0.085585000000000008 -0.085594999999999991 -1.0000000180025095e-35 -0.085324999999999984 0.079440000000000024 0.081310000000000007 0.11230000000000001 0.10781
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 5 6 7 13 -9 -10 -4 14 18 -1 16 -15 -12 19 -13 -14
right_child=1 -3 3 -5 -6 -7 -8 8 9 -11 11 12 17 15 -16 -17 -18 -19 -20 -21
leaf_value=0.014534457111098928 0.0041595066711289982 -0.0097061712584806253 0.010083605857711285 -0.0025304985050456806 0.013820586649908585 -0.0011246248965966973 0.012971975099893418 -0.00095790743684622817 0.0019081271586209095 0.0065613101598943919 0.0067132462031888615 -0.0053505851539847544 0.0035212668829639471 0.0031301424287251281 0.010492423683146681 0.0092537099685359274 0.00036598958828834495 0.0069866111522246931 0.00072881383486607192 5.1597894853058699e-05
leaf_weight=56 63 52 67 91 60 52 67 78 159 1442 71 52 62 62 79 196 55 86 52 52
leaf_count=56 63 52 67 91 60 52 67 78 159 1442 71 52 62 62 79 196 55 86 52 52
internal_value=0 -0.00209457 0.00581971 0.00354048 0.00651882 0.00631053 0.00649909 0.00628058 0.00577134 0.00610031 0.00450273 0.00376458 0.00192471 0.00899783 0.00648422 0.00778912 0.00395688 0.00412722 -0.00229361 0.00195437
internal_weight=0 115 2839 667 2172 2112 2060 1993 1679 1601 576 509 304 314 205 258 126 200 104 114
internal_count=2954 115 2839 667 2172 2112 2060 1993 1679 1601 576 509 304 314 205 258 126 200 104 114
is_linear=0
shrinkage=0.16829


Tree=8330
num_leaves=28
num_cat=0
split_feature=1 52 52 1 52 3 15 51 9 52 3 41 42 40 1 131 0 13 51 13 15 3 42 133 42 159 15
split_gain=4.60964 0.930475 0.490517 0.325015 0.308881 0.256536 0.257204 0.181243 0.178172 0.163213 0.150107 0.150052 0.131743 0.112543 0.110221 0.293571 0.181533 0.100869 0.0959961 0.0818838 0.0774425 0.0695764 0.0668232 0.057499 0.0554297 0.0482289 0.0431084
threshold=0.10331000000000003 -0.24841999999999997 0.19121000000000002 0.15390500000000004 0.082640000000000005 -0.049204999999999992 -0.12272499999999999 -1.0000000180025095e-35 0.037245000000000007 0.09253500000000002 0.093925000000000022 0.081095000000000014 0.11769000000000002 -0.08440499999999998 0.077020000000000019 0.082180000000000017 -0.058589999999999996 -0.36115499999999995 -0.26609999999999995 -1.0000000180025095e-35 0.083185000000000023 -0.14186499999999996 -0.089024999999999979 -0.011534999999999998 -0.0022699999999999999 -0.013035 0.084920000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 8 6 -3 -7 10 20 11 12 18 -9 16 -16 19 -15 -1 24 -6 -20 -22 26 -11 -26 -24
right_child=1 2 -4 -5 9 7 -8 13 -10 14 -12 -13 -14 17 15 -17 -18 -19 21 -21 22 -23 23 -25 25 -27 -28
leaf_value=0.00058541375666799705 0.00070048359452821714 0.00029729736352889467 0.0006303817879273558 7.6068006586290613e-05 0.00093398566463208604 0.00046697971766524799 0.00059691047301652382 0.0001280803606158028 0.0004886751291872419 0.00085023359118438133 0.00054178552755678204 0.00051869158694653201 0.00054462980232999132 0.00019229936150536126 0.000987458073071097 0.00066303158080745824 0.00051187548993757777 0.00034080067809486215 0.0008185697556367551 0.00062399869302533022 0.00070429405625878566 0.00070893067812023876 0.00084754753682648857 0.00090162759079977358 0.00078370040366120247 0.00068019744067221769 0.00071128080851158614
leaf_weight=68 97 54 62 54 55 60 76 53 54 52 78 53 58 72 56 69 53 172 72 77 72 1013 55 74 95 124 58
leaf_count=68 97 54 62 54 55 60 76 53 54 52 78 53 58 72 56 69 53 172 72 77 72 1013 55 74 95 124 58
internal_value=0 0.000400157 0.000351787 0.000319794 0.000707135 0.000346747 0.000472727 0.000300773 0.000676812 0.000757486 0.000684357 0.000693127 0.000700732 0.000267077 0.000721376 0.000808657 0.000694081 0.000297125 0.000708554 0.000721729 0.000817864 0.000716239 0.000793068 0.00082706 0.000749368 0.000725257 0.000777917
internal_weight=0 700 603 541 2236 487 130 357 1396 840 1342 1264 1211 297 526 125 401 244 1153 348 314 1085 259 187 271 219 113
internal_count=2936 700 603 541 2236 487 130 357 1396 840 1342 1264 1211 297 526 125 401 244 1153 348 314 1085 259 187 271 219 113
is_linear=0
shrinkage=0.0032998


Tree=8331
num_leaves=28
num_cat=0
split_feature=1 3 15 2 2 2 11 2 2 2 11 2 43 1 1 16 15 13 16 3 1455 3 1 3 16 15 3
split_gain=10.8232 2.03472 1.16009 0.55854 0.558003 0.557958 0.407881 0.370499 0.451459 0.352348 0.267162 0.235233 0.216564 0.212119 0.210761 0.141648 0.137289 0.161125 0.125155 0.118359 0.100093 0.167407 0.0955184 0.0870417 0.0864348 0.053304 0.0464116
threshold=0.10331000000000003 -0.049204999999999992 -0.21242999999999998 0.11366500000000002 0.14290000000000003 -0.013084999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 0.10605000000000002 0.089795000000000014 0.082770000000000024 0.10393500000000001 -0.049364999999999992 0.082295000000000021 0.081540000000000015 0.18879500000000002 -0.069814999999999988 -0.032149999999999991 -0.021179999999999997 -0.081184999999999993 0.077610000000000012 -0.078254999999999977 0.094165000000000013 -0.078934999999999991 -0.088099999999999984 -0.075094999999999981 -0.083319999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 7 -1 9 -3 -9 13 -8 23 -10 20 15 18 -5 -18 -11 26 21 -7 -21 -4 -6 -14 -15
right_child=1 4 11 16 24 6 10 8 12 14 -12 -13 25 19 -16 -17 17 -19 -20 22 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00052993382631868048 0.00016276452050875803 0.00011542606721647332 0.00087891640165553141 0.00076688128034356018 -6.4601905198002289e-05 0.00089434568945678708 0.0011942844739029044 0.00061702131356661596 9.3915021368971084e-05 0.00078228337645098176 0.00086448468138167515 0.00055433427650543939 0.00027799020152037904 0.00083142511474793934 0.00062893636341021118 0.00066598894546989818 0.00069037627640074564 0.00043609006215417187 0.00089965147983452 0.00071213442331789008 0.00077668746863998953 0.0010784306487562915 0.00084683585563041298 0.00069821375188483677 0.00011546065381548778 0.00041941990051888611 0.00095182768143439506
leaf_weight=65 56 101 63 57 64 639 58 55 52 363 52 75 60 109 100 83 56 55 144 168 71 61 94 60 53 61 61
leaf_count=65 56 101 63 57 64 639 58 55 52 363 52 75 60 109 100 83 56 55 144 168 71 61 94 60 53 61 61
internal_value=0 0.00034709 0.000582914 0.000817363 0.000212708 0.000832282 0.000842076 0.000282318 0.000356094 0.000830632 0.0010387 0.000701566 0.000272937 0.000864967 0.000770718 0.000794689 0.000633504 0.000564696 0.000815688 0.000805634 0.000898167 0.000910438 0.000760597 0.000791055 1.66638e-05 0.000349581 0.000874836
internal_weight=0 700 254 2236 446 2068 2003 329 228 1893 110 198 173 1203 690 590 168 111 507 432 771 700 262 123 117 121 170
internal_count=2936 700 254 2236 446 2068 2003 329 228 1893 110 198 173 1203 690 590 168 111 507 432 771 700 262 123 117 121 170
is_linear=0
shrinkage=0.0032998


Tree=8332
num_leaves=20
num_cat=0
split_feature=10 1444 10 4 1 484 448 1213 15 1210 124 1 1 12 394 48 15 484 403
split_gain=0.293698 0.120921 0.115404 0.108253 0.150205 0.188348 0.098721 0.111795 0.111518 0.0954829 0.0838466 0.10393 0.1009 0.0828681 0.0781016 0.0813523 0.0709815 0.070032 0.0682449
threshold=-0.014199999999999999 -0.077589999999999978 -0.23313499999999995 0.024470000000000002 0.14720000000000003 0.0069400000000000009 -0.063044999999999976 -0.013134999999999999 0.08517000000000001 -0.062539999999999984 -0.08231999999999999 0.10749500000000002 0.11768500000000003 0.088105000000000003 0.0016050000000000003 0.10971000000000002 -0.040119999999999996 -0.097314999999999985 -0.06669499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 6 5 10 -3 8 18 -10 -5 16 -13 -11 15 17 -12 -9 -8
right_child=1 3 -4 4 -6 -7 7 14 9 13 11 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0027754720304441751 0.013169736779874725 0.013120556081644462 -0.0072421394190364799 0.010829026904808789 0.012772488290017189 -0.0042257025269737073 0.017471654051112458 0.0094667773679941291 0.00057225402964136772 0.0043073036158597896 0.0042564635130693529 -0.004510533745343639 0.0034172704218577714 0.011360627633058803 0.011856946341337457 0.010819799559602099 0.010173948817187186 0.0048316297728299498 0.0093295080429840055
leaf_weight=66 66 62 64 53 52 81 56 100 54 79 235 67 141 121 56 76 77 1366 64
leaf_count=66 66 62 64 53 52 81 56 100 54 79 235 67 141 121 56 76 77 1366 64
internal_value=0 0.00602974 -0.00214246 0.0058571 0.00405483 0.00335894 0.00648178 0.00627214 0.00889974 0.00688743 0.00443425 0.00377902 0.000854965 0.00858355 0.00565605 0.00542969 0.00572263 0.00514903 0.0131441
internal_weight=0 2806 130 2740 706 654 2034 1972 374 254 573 520 208 200 1598 1542 312 1466 120
internal_count=2936 2806 130 2740 706 654 2034 1972 374 254 573 520 208 200 1598 1542 312 1466 120
is_linear=0
shrinkage=0.16829


Tree=8333
num_leaves=22
num_cat=0
split_feature=15 3 10 14 3 16 3 42 13 14 12 3 15 16 3 3 1444 12 16 12 3
split_gain=3.02237 1.34948 0.621061 0.539293 0.520285 0.282188 0.223937 0.516892 0.348006 0.204861 0.261639 0.391177 0.197461 0.16475 0.155501 0.317816 0.151851 0.118785 0.0986396 0.044476 0.0115385
threshold=-0.26361999999999991 -0.066229999999999997 -1.0000000180025095e-35 -0.45687499999999998 0.10402500000000002 -0.43491999999999992 0.0025650000000000004 -0.0047199999999999994 -0.016319999999999998 0.073890000000000011 0.083335000000000006 -0.10175499999999998 -1.0000000180025095e-35 -0.50318999999999992 0.28833000000000003 0.12745000000000004 -0.0089749999999999986 0.08401500000000002 -0.071129999999999985 -0.025219999999999996 -0.044539999999999989
decision_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 9 -3 -1 6 -5 7 19 20 10 11 -2 -8 -12 15 -6 -15 -18 -19 -4 -9
right_child=1 2 4 5 14 -7 12 8 -10 -11 13 -13 -14 16 -16 -17 17 18 -20 -21 -22
leaf_value=0.00050556353210745412 0.00031463610540495676 0.00025994481400464561 0.00079282368033499852 0.000260849685984337 0.00031373956909096532 -6.0384376191633849e-06 0.00059993212470090972 0.0005890838885145651 0.00024538550596979258 0.00084738819841249425 0.00049029887896143165 0.00071375642719629002 0.00083807523193787882 0.00085767914826428786 0.00024194592079799634 0.00064052695211168158 0.00079514998324282135 0.00069644290899066705 0.000643385253941961 0.00065792932233402256 0.00051064125442874125
leaf_weight=61 56 97 53 99 75 76 87 55 66 72 52 52 70 53 52 58 89 770 825 66 52
leaf_count=61 56 97 53 99 75 76 87 55 66 72 52 52 70 53 52 58 89 770 825 66 52
internal_value=0 0.000627809 0.000506539 0.000238155 0.000544211 0.000144743 0.000605038 0.000550453 0.000434791 0.000672813 0.000666168 0.000507131 0.000706335 0.000675749 0.000396393 0.000456513 0.000681281 0.000675708 0.000669021 0.000718304 0.000551291
internal_weight=0 2700 731 236 634 175 449 292 173 1969 1897 108 157 1789 185 133 1737 1684 1595 119 107
internal_count=2936 2700 731 236 634 175 449 292 173 1969 1897 108 157 1789 185 133 1737 1684 1595 119 107
is_linear=0
shrinkage=0.0032998


Tree=8334
num_leaves=29
num_cat=0
split_feature=1 3 4 2 11 11 2 2 151 0 4 0 158 51 15 1 4 0 3 2 4 4 0 42 51 50 42 12
split_gain=4.84634 1.25868 0.451858 0.425629 0.34969 0.463512 0.347116 0.392944 0.262609 0.281149 0.416925 0.262188 0.239274 0.173135 0.166871 0.142434 0.133205 0.124246 0.112156 0.103462 0.10028 0.0930174 0.0883757 0.0816183 0.0787549 0.0908195 0.0773988 0.0700932
threshold=0.10331000000000003 -0.049204999999999992 0.043640000000000005 0.11426500000000002 1.0000000180025095e-35 0.084110000000000004 0.14290000000000003 -1.0000000180025095e-35 0.011180000000000001 -0.072924999999999976 -0.4950449999999999 -0.074249999999999997 0.078875000000000015 0.0045000000000000014 0.097125000000000003 0.083670000000000008 -0.040394999999999993 1.0000000180025095e-35 0.090170000000000014 0.10457000000000001 0.074650000000000008 -0.088484999999999994 -0.21196999999999996 0.09087000000000002 0.092720000000000011 0.11644500000000001 0.091785000000000019 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 8 -6 7 -3 9 13 -11 18 15 14 21 20 -2 19 -9 -12 -4 -1 -20 -18 -15 -26 -16 -8
right_child=1 6 12 -5 5 -7 27 11 -10 10 17 -13 -14 24 26 -17 23 -19 22 -21 -22 -23 -24 -25 25 -27 -28 -29
leaf_value=0.00063331252210611162 0.00077043059980309652 0.00014796807642925925 0.00047532783906363508 0.00032944347379650074 0.0010833020862308896 0.00065503451171740334 0.00018365332158406343 0.00021051487106889382 0.00048242847860106652 0.00085482955987960382 0.00053715026668181608 0.00059276993517042812 0.00072051232026692916 0.00053282107214234283 0.00054506983598273 0.00038920054032995756 0.00064885842061152563 0.00042098058698875675 0.00029402065939610633 0.00068169707892534129 0.00064169608705166674 0.00076017176948941037 0.00047974816374956643 0.00047680591639982133 0.00074204323868278205 0.00056433232986227927 0.00071337269086508919 2.0579939708833328e-05
leaf_weight=71 58 101 73 67 60 52 64 57 63 66 136 56 86 63 68 70 75 56 55 95 93 985 60 54 89 52 58 53
leaf_count=71 58 101 73 67 60 52 64 57 63 66 136 56 86 63 68 70 75 56 55 95 93 985 60 54 89 52 58 53
internal_value=0 0.00037066 0.000685409 0.000556202 0.000704727 0.000884778 0.000264913 0.000319867 0.000693517 0.000701144 0.000617317 0.00039586 0.000570467 0.000722468 0.00073797 0.000515641 0.000637258 0.000562575 0.000331546 0.000596748 0.000568746 0.000751676 0.000391228 0.00057711 0.000632477 0.000676754 0.000622822 0.000110084
internal_weight=0 700 2236 254 1914 112 446 329 1802 1739 353 228 322 1386 1182 236 187 287 172 231 166 1056 115 129 204 141 126 117
internal_count=2936 700 2236 254 1914 112 446 329 1802 1739 353 228 322 1386 1182 236 187 287 172 231 166 1056 115 129 204 141 126 117
is_linear=0
shrinkage=0.0032998


Tree=8335
num_leaves=24
num_cat=0
split_feature=1 0 15 15 2 133 0 131 15 159 1429 0 393 16 0 3 0 1 52 15 159 2 48
split_gain=0.327556 0.186969 0.157487 0.12432 0.121258 0.155632 0.135949 0.23338 0.115379 0.111016 0.109855 0.100045 0.0995148 0.0978161 0.11007 0.166327 0.0899537 0.0825452 0.0736353 0.0722017 0.0308947 0.0340885 0.0250653
threshold=0.098395000000000024 -0.12851999999999997 -0.043134999999999993 -0.11739999999999999 0.13154000000000002 0.085895000000000013 -0.024974999999999997 0.090175000000000019 -0.41725999999999991 -0.096069999999999989 0.087700000000000014 0.060910000000000006 0.086300000000000016 -0.27637999999999996 -0.090394999999999989 0.084670000000000009 -0.095724999999999991 0.11097000000000001 -0.53299999999999992 -0.18498499999999998 -0.46940999999999994 0.091915000000000011 0.096065000000000025
decision_type=2 2 2 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 16 5 6 7 17 -6 20 12 -8 13 -11 15 -15 -1 -3 -16 -2 -5 -22 -21
right_child=1 4 -4 9 8 -7 11 -9 -10 10 -12 -13 -14 14 18 -17 -18 -19 -20 22 21 -23 -24
leaf_value=0.01385502919809471 -0.0035936495593422955 0.010358758709373009 -0.0097112033859436189 0.0065712515698294893 0.0060295773534345129 -0.00094342367383823986 -0.0029959657906091256 0.003130050413405749 -0.003724972130094257 0.00040718495002965645 -0.001495100457966937 0.0066512912166615508 -0.00015345395135390398 0.010674844995331566 0.010179347743465531 0.00020641024905857481 0.0058281118628902033 0.01973600565523944 0.0050273929979369981 0.00065657526343838217 0.014597971922385183 0.008462789419212479 0.0059252817809711316
leaf_weight=94 73 57 57 57 52 92 53 87 101 92 66 71 84 258 85 52 70 52 1182 52 53 54 52
leaf_count=94 73 57 57 57 52 92 53 87 101 92 66 71 84 258 85 52 70 52 1182 52 53 54 52
internal_value=0 0.00197896 -0.00201633 0.00597416 0.00363683 0.00513955 0.00689401 0.00965627 -0.000397958 0.00560393 0.00522372 0.00251338 0.00547771 0.0057622 0.00607347 0.00892464 0.0104399 0.0148488 0.00537444 0.000451526 0.00980999 0.0115185 0.0033082
internal_weight=0 799 234 2147 565 412 320 196 153 1983 1819 124 1753 1669 1577 310 164 109 1267 177 164 107 104
internal_count=2946 799 234 2147 565 412 320 196 153 1983 1819 124 1753 1669 1577 310 164 109 1267 177 164 107 104
is_linear=0
shrinkage=0.16829


Tree=8336
num_leaves=28
num_cat=0
split_feature=1 12 1 156 13 51 2 16 2 156 1429 12 13 16 52 13 13 13 16 16 13 16 13 43 43 16 1
split_gain=0.22658 0.115887 0.167461 0.113942 0.135765 0.161095 0.191563 0.16854 0.148602 0.0876296 0.188502 0.0706344 0.0902386 0.0696199 0.101914 0.087162 0.0857656 0.0601711 0.0839471 0.079022 0.192512 0.0775306 0.0524012 0.0409589 0.0354936 0.0241019 0.0231285
threshold=0.098395000000000024 0.086085000000000009 0.13130500000000003 0.096220000000000014 -0.11210999999999999 0.10532000000000001 0.12750000000000003 -0.28430999999999995 0.099965000000000012 -0.0069949999999999986 0.084815000000000015 0.095230000000000023 0.096295000000000006 0.25032500000000008 0.37486000000000003 -0.075904999999999986 -0.071104999999999988 0.057990000000000007 -0.08151499999999999 -0.010749999999999997 -0.0029949999999999998 -0.014129999999999998 -0.078924999999999981 -0.062434999999999997 -0.029255 -0.0050499999999999989 0.11329500000000002
decision_type=2 2 2 2 2 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 11 4 -2 6 7 26 -9 22 13 -3 24 14 17 -16 -15 19 -19 21 -21 -11 -1 -18 -13 -20 -6
right_child=1 2 -4 -5 5 -7 -8 8 -10 10 -12 12 -14 16 15 -17 23 18 25 20 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0056717840967639198 0.0045502316041009386 0.010593520855487518 -0.0041119264103383363 0.007451443563062681 0.0055013823392280553 0.0061999872403158242 -0.01281037193925339 -0.00070981810589334485 -0.012430008224341324 0.0049474622194195543 -0.0028875954263977654 0.0046141782437833798 0.010076633020290663 0.0070959755778683652 0.0065588331280008383 0.015089038538430353 -0.0043003047609213299 0.0065154917138436049 0.0015034315867634785 0.0058654802940671137 0.016802157631316747 -0.0016856211938783968 0.013113970976888342 0.0022143248354506823 -0.0011565636475746495 -0.0034750792286446269 0.00059462761655316347
leaf_weight=52 103 72 55 53 52 52 56 67 57 1042 88 60 53 56 98 53 54 73 58 302 54 52 58 55 60 52 59
leaf_count=52 103 72 55 53 52 52 56 67 57 1042 88 60 53 56 98 53 54 73 58 302 54 52 58 55 60 52 59
internal_value=0 0.0016463 0.00426032 7.11464e-05 -0.000801856 -0.00241428 -0.00395977 -0.00184305 -0.00611181 0.00496976 0.00471818 0.00614714 0.00428623 0.00506251 0.00536889 0.00956478 0.00173907 0.0049798 0.00208812 0.00534351 0.00752946 0.00463054 0.00961218 -0.000996624 0.00171384 -0.000833714 0.00290947
internal_weight=0 799 300 499 446 343 291 235 124 2147 2037 245 173 1949 1784 151 165 1633 183 1450 356 1094 110 109 120 110 111
internal_count=2946 799 300 499 446 343 291 235 124 2147 2037 245 173 1949 1784 151 165 1633 183 1450 356 1094 110 109 120 110 111
is_linear=0
shrinkage=0.16829


Tree=8337
num_leaves=27
num_cat=0
split_feature=1 12 4 1 47 0 3 0 1429 3 49 4 4 15 1186 15 12 474 4 12 3 50 42 13 3 15
split_gain=5.82576 1.67057 0.795537 0.761322 0.582574 0.548492 0.326483 0.269454 0.307345 0.268992 0.260989 0.394467 0.298189 0.236252 0.211147 0.166614 0.15981 0.138387 0.210964 0.129576 0.134378 0.0675567 0.0520784 0.0517459 0.0566939 0.0479955
threshold=0.098395000000000024 0.086085000000000009 -0.17568999999999999 0.13130500000000003 0.098760000000000014 0.12583000000000003 -0.15870999999999996 -0.079249999999999987 0.086185000000000012 -0.088824999999999987 -0.054684999999999991 0.38865500000000003 0.51395000000000002 0.084175000000000014 0.083355000000000012 -0.41956999999999994 0.095230000000000023 0.090495000000000006 -0.057674999999999997 0.087695000000000009 0.084670000000000009 0.116495 0.11517500000000001 0.096295000000000006 -0.077604999999999993 -0.032144999999999993
decision_type=2 2 2 2 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 16 10 6 -1 8 14 13 -4 -12 15 -9 19 -13 -3 18 22 20 -8 -21 -11 24 -18 -20
right_child=1 3 4 -5 -6 -7 7 9 -10 17 11 12 -14 -15 -16 -17 23 -19 25 21 -22 -23 -24 -25 -26 -27
leaf_value=0.00097447890501384292 0.0006341764306976727 0.0007861409457710684 0.00030972930066431654 0.00022327826445684259 0.00048819005508967842 0.00039548327294242693 0.00078046807972159118 0.00033968804554335993 0.00049500328170691511 0.00069271581908257422 -9.2676425849064201e-05 0.00042974204716840877 3.9943197881205793e-05 0.00065637629330962612 0.00095282094718283114 0.00017476913098376595 0.00048733381635760993 0.00084488609113717549 0.00060968342246098153 0.0007120802857387814 0.00062186218649434855 0.00058555374697074746 0.00080270612530077261 0.00068752782299651204 0.00063536983929559471 0.00048208992062780278
leaf_weight=54 56 72 98 55 72 59 700 52 56 189 75 55 85 52 53 58 62 54 103 533 66 54 70 53 58 52
leaf_count=54 56 72 98 55 72 59 700 52 56 189 75 55 85 52 53 58 62 54 103 533 66 54 70 53 58 52
internal_value=0 0.000380399 0.000263276 0.000575095 0.000216311 0.000710571 0.000719457 0.000712669 0.000736611 0.000651415 0.000163452 0.000110814 0.000188071 0.000498371 0.000746209 0.000299183 0.00065393 0.000685349 0.000664455 0.000738089 0.000766848 0.000700501 0.000722579 0.000598703 0.000559178 0.000567105
internal_weight=0 799 499 300 443 2147 2088 2034 1462 572 371 273 198 104 1406 113 245 468 414 1353 766 587 259 173 120 155
internal_count=2946 799 499 300 443 2147 2088 2034 1462 572 371 273 198 104 1406 113 245 468 414 1353 766 587 259 173 120 155
is_linear=0
shrinkage=0.0032998


Tree=8338
num_leaves=21
num_cat=0
split_feature=4 2 1 12 14 1 13 2 0 15 4 12 0 15 13 48 0 157 15 1
split_gain=7.47689 2.20841 1.06388 0.952908 0.839242 0.622116 0.359559 0.358089 0.303793 0.287015 0.284527 0.204097 0.242875 0.201403 0.163169 0.140064 0.122367 0.128732 0.10433 0.072284
threshold=0.31392000000000003 0.14253500000000002 0.10123500000000001 0.085075000000000026 0.073890000000000011 0.12895500000000001 -0.17030499999999998 0.11666500000000002 -0.12851999999999997 -0.46483499999999994 -0.055754999999999992 0.087665000000000007 0.048595000000000006 -0.095814999999999997 -0.0050199999999999993 0.085855000000000015 -0.061204999999999989 -0.084489999999999996 -0.065419999999999992 0.10970000000000001
decision_type=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 8 9 -7 14 13 -2 -5 12 15 -1 -4 -10 17 -13 -12 -11
right_child=5 -3 3 10 -6 6 -8 -9 11 19 18 16 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00090674458411937203 0.00068773316489414548 0.00036596171887718791 0.00039004633718946695 0.0010983452330443561 0.0012537362167650923 0.00042591159368326494 8.8512776876835793e-05 0.00081405948969966386 0.00096721201615569295 0.00031229322115501455 0.00091280104546240248 0.00075287039004279515 0.00075533543611577673 0.00063972993504157413 0.00061903830929935244 0.0011003381305144787 0.00078823754567562882 0.0009208233323663446 0.00072458574102130218 0.0004745096626016139
leaf_weight=58 57 86 78 60 86 53 99 52 667 55 70 55 55 69 62 104 101 943 65 71
leaf_count=58 57 86 78 60 86 53 99 52 667 55 70 55 55 69 62 104 101 943 65 71
internal_value=0 0.000886653 0.000904373 0.000744719 0.000933256 0.000362818 0.00020639 0.000579196 0.000919807 0.000492555 0.000907514 0.000930203 0.000969951 0.000761951 0.000491709 0.000985215 0.000900297 0.000911603 0.00082244 0.00040398
internal_weight=0 2611 2525 387 2138 335 152 192 2052 183 195 1925 826 127 140 771 1099 998 135 126
internal_count=2946 2611 2525 387 2138 335 152 192 2052 183 195 1925 826 127 140 771 1099 998 135 126
is_linear=0
shrinkage=0.0032998


Tree=8339
num_leaves=23
num_cat=0
split_feature=1 52 1 0 123 14 4 0 150 4 0 4 52 0 0 1 4 0 4 43 0 43
split_gain=15.4859 2.96944 1.55776 1.11848 0.93129 0.860855 0.840408 1.03723 0.801266 1.00357 0.503523 0.475373 0.40217 0.352718 0.341975 0.322023 0.275997 0.414122 0.219139 0.0902909 0.0676164 0.0297576
threshold=0.10075500000000003 -0.41694999999999993 0.13436000000000001 -0.12851999999999997 1.0000000180025095e-35 0.073890000000000011 -0.50231999999999988 -0.061204999999999989 0.083680000000000018 0.48395000000000005 -0.10339499999999999 0.50541500000000006 -0.26876499999999998 -0.23089999999999997 -0.076384999999999995 0.083065000000000014 0.022635000000000006 -0.095724999999999991 0.078235000000000013 -0.07409499999999998 -0.041534999999999996 -0.00080499999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 13 5 6 -1 10 9 14 15 20 -9 -3 -5 21 17 -12 -15 -18 -4 -8
right_child=1 2 11 8 -6 -7 7 12 -10 -11 16 -13 -14 18 -16 -17 19 -19 -20 -21 -22 -23
leaf_value=0.0013680670392919763 0.0010062282616770388 0.00051384406610953761 0.00020442931703026327 0.0010807236598436413 0.00062838641434626431 0.0013514509493657725 0.00091408373702301 0.00096258174792645981 0.00028588171172684069 0.00037374069648887759 0.0013293827627626114 -3.6151189147952638e-05 0.00060495301850736261 7.0595044143107786e-05 0.00074654756457704155 0.00070370603418367197 0.00097166869100161007 0.0010351510781884011 0.00033640599162333506 0.00080179820013705379 0.00037191493821894469 0.0010304339209736143
leaf_weight=67 94 55 56 53 70 81 59 53 61 65 55 93 100 70 94 87 79 1412 66 67 52 57
leaf_count=67 94 55 56 53 70 81 59 53 61 65 55 93 100 70 94 87 79 1412 66 67 52 57
internal_value=0 0.000457028 0.000379344 0.000484489 0.00100418 0.00101659 0.00100325 0.000990815 0.000620115 0.00071612 0.00101285 0.000136446 0.000729068 0.000290452 0.000867273 0.000856939 0.00103245 0.00104621 0.000199851 0.000893956 0.000285397 0.00097156
internal_weight=0 759 665 464 2187 2117 2036 1969 273 212 1816 201 153 191 147 203 1613 1467 136 146 108 116
internal_count=2946 759 665 464 2187 2117 2036 1969 273 212 1816 201 153 191 147 203 1613 1467 136 146 108 116
is_linear=0
shrinkage=0.0032998


Tree=8340
num_leaves=27
num_cat=0
split_feature=3 447 43 43 484 12 16 151 13 457 49 49 3 402 16 12 12 16 12 12 12 1213 13 43 16 13
split_gain=0.30245 0.168834 0.116378 0.102793 0.163821 0.159859 0.108148 0.100689 0.099365 0.0713391 0.0781103 0.0887822 0.0871799 0.071615 0.064591 0.0573629 0.0516171 0.0605173 0.0512582 0.0522953 0.0472133 0.0454874 0.0386581 0.0367203 0.0278923 0.00572106
threshold=0.28833000000000003 0.085135000000000016 -0.010629999999999999 0.0015200000000000003 -0.070034999999999986 0.084805000000000005 -0.40885499999999991 -0.083274999999999988 -0.48634999999999995 0.088055000000000008 0.10449500000000002 0.08716500000000002 -0.115685 -0.11206999999999999 0.23074000000000003 0.086625000000000021 0.097145000000000023 -0.085264999999999994 0.085235000000000019 0.087965000000000015 0.093125000000000013 0.0041950000000000008 -0.079854999999999995 0.15834000000000004 -0.008454999999999999 -0.055229999999999994
decision_type=2 2 2 2 2 2 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 -3 -2 10 11 12 24 -14 -8 -13 17 -7 22 -20 -12 23 -5 -21 -1 -17
right_child=8 7 3 18 5 16 14 -9 -10 -11 20 15 13 -15 -16 25 -18 -19 19 21 -22 -23 -24 -25 -26 -27
leaf_value=0.0028868454565549395 0.0025769389420827403 0.0045670327777926883 0.00036254218716788908 -0.0010060709672522379 0.0058769037669595984 0.01095129762831098 0.01557185436802235 -0.0056622165653736969 -0.0071072086413273812 0.011049660066537931 0.0038585172922206389 0.013666053522648016 0.010779093346628986 0.0049112307459612242 0.0087501371724182323 0.0054401256782448332 0.0024038258117927433 0.0054832026007704789 0.011333974199304729 0.004862941754884784 -0.0022146215979064227 0.0015682103622779843 0.0054594710257611064 0.0086529844742642033 -0.0025971217688080788 0.0080681728878731294
leaf_weight=53 54 53 60 52 58 107 181 56 67 56 83 52 63 1056 52 53 60 128 54 167 64 64 52 133 52 55
leaf_count=53 54 53 60 52 58 107 181 56 67 56 83 52 63 1056 52 53 60 128 54 167 64 64 52 133 52 55
internal_value=0 0.00580934 0.00606642 0.00734494 0.008769 0.00962666 0.0124329 -0.000671879 -0.00277051 0.00512432 0.00490641 0.00529855 0.00480808 0.0052432 0.0140571 0.0090394 0.00685241 0.00798058 0.00557917 0.00641327 0.00120221 0.00567834 0.00220943 0.00654918 0.000153866 0.00679512
internal_weight=0 2864 2755 1168 646 586 291 109 121 1587 1531 1384 1224 1119 233 160 295 235 522 418 147 364 104 300 105 108
internal_count=2985 2864 2755 1168 646 586 291 109 121 1587 1531 1384 1224 1119 233 160 295 235 522 418 147 364 104 300 105 108
is_linear=0
shrinkage=0.16829


Tree=8341
num_leaves=16
num_cat=0
split_feature=2 39 39 1186 2 13 13 12 13 151 402 49 12 12 1204
split_gain=0.383885 0.182709 0.164756 0.0871334 0.0814456 0.181771 0.238529 0.122573 0.115827 0.110836 0.0817686 0.0875287 0.0764527 0.0715288 0.0592551
threshold=0.25063000000000007 0.11419500000000002 -1.0000000180025095e-35 0.062030000000000009 0.072175000000000017 -0.006154999999999999 0.0024700000000000004 0.08598500000000002 -0.094609999999999986 -0.0071249999999999985 0.036770000000000004 -0.014774999999999998 0.11819000000000002 0.081080000000000013 -0.08094999999999998
decision_type=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 13 -10 11 -4 14 -6 -9
right_child=-2 -3 3 -5 7 6 -8 12 9 -11 -12 -13 -14 -15 -16
leaf_value=0.01404758436393614 -0.0095056722169307613 -0.0045323413716210669 5.6413531675388134e-05 -0.00050791533268466612 0.0055456202255474126 -0.010463055539509344 0.0032738346507867563 7.8112644143559103e-05 0.0046645301200183859 0.0090489874612422177 -0.0014559767046276738 0.0064786703363899764 -0.0013520833265254167 -0.0022443599294520852 0.0050107024538459787
leaf_weight=56 54 58 71 84 84 56 99 75 235 551 52 413 63 55 979
leaf_count=56 54 58 71 84 84 56 99 75 235 551 52 413 63 55 979
internal_value=0 0.004803 0.00499208 0.00481143 0.00497558 0.00338953 -0.00167758 0.00551141 0.0069474 0.0077404 0.00485818 0.00554027 0.00432064 0.00245033 0.00466142
internal_weight=0 2931 2873 2817 2733 691 155 2042 925 786 536 484 1117 139 1054
internal_count=2985 2931 2873 2817 2733 691 155 2042 925 786 536 484 1117 139 1054
is_linear=0
shrinkage=0.16829


Tree=8342
num_leaves=28
num_cat=0
split_feature=4 1 12 1 457 1 2 159 4 12 14 11 1 129 12 12 156 12 151 1 4 131 133 2 2 12 394
split_gain=8.9915 2.54413 1.29182 0.571504 0.706601 0.521009 0.476091 0.4669 0.348875 0.310098 0.298134 0.271331 0.211698 0.169652 0.159257 0.148333 0.146434 0.153928 0.144823 0.297736 0.13705 0.0838353 0.0621176 0.0800548 0.0730727 0.0548447 0.0420541
threshold=0.31392000000000003 0.10482000000000001 0.087255000000000013 0.090435000000000015 0.05019500000000001 0.14646500000000004 0.097005000000000022 0.073745000000000019 -0.17006499999999999 0.088395000000000015 -0.10523499999999998 0.07585500000000002 0.11584000000000001 0.010690000000000002 0.11549500000000001 -0.0089849999999999982 0.088735000000000022 0.085760000000000017 -0.030624999999999996 0.12040000000000002 -0.071344999999999992 0.08987500000000001 -0.0045649999999999987 0.11523000000000001 0.10796500000000002 0.095450000000000021 -0.0060099999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 6 8 10 11 15 -5 -10 -2 13 -4 16 22 -3 20 -18 -12 -20 -1 25 -8 24 -24 -11 -15
right_child=5 2 12 4 -6 -7 14 -9 9 21 18 -13 -14 26 -16 -17 17 -19 19 -21 -22 -23 23 -25 -26 -27 -28
leaf_value=0.0010572751883442572 0.00057975216309192614 0.00047196476032366759 0.0010044988287893587 0.0011296763778247906 0.00048268647146060528 4.7634217276446846e-05 0.00083995458478635916 0.00021097863849531655 0.00069273916693464855 0.00080527770736272674 0.00019766378809210811 0.0012032121643664037 0.00076185810931791997 0.00080555446001830393 0.00074696686652578272 0.00069160374764666707 0.0010144304312380255 0.00076172286039313461 0.00058076009258166081 0.00026230361860169599 0.00098375720167368993 0.0010232492893803601 0.00095011067786355218 0.0010502507604427799 0.00080210973859899312 0.0009460723686854183 0.00093495871860303759
leaf_weight=589 71 74 74 59 52 57 98 54 95 68 63 76 88 53 79 64 56 53 54 80 569 66 137 61 55 65 75
leaf_count=589 71 74 74 59 52 57 98 54 95 68 63 76 88 53 79 64 56 53 54 80 569 66 137 61 55 65 75
internal_value=0 0.000916423 0.000655645 0.000956441 0.000843272 0.00033482 0.000980533 0.000472142 0.000896289 0.000849333 0.00039577 0.00100894 0.000872911 0.000998326 0.000883287 0.000574082 0.00101009 0.000891878 0.000329282 0.0003909 0.00102118 0.000923912 0.000913868 0.00094236 0.000907898 0.000874352 0.000881653
internal_weight=0 2660 354 2306 405 325 1901 192 353 294 268 1471 162 1395 430 138 1267 109 197 134 1158 199 351 253 192 133 128
internal_count=2985 2660 354 2306 405 325 1901 192 353 294 268 1471 162 1395 430 138 1267 109 197 134 1158 199 351 253 192 133 128
is_linear=0
shrinkage=0.0032998


Tree=8343
num_leaves=18
num_cat=0
split_feature=1 1 52 42 14 157 2 0 150 48 1 0 43 51 2 0 52
split_gain=0.319998 0.107734 0.116118 0.0771608 0.074374 0.0928457 0.175372 0.134311 0.164337 0.0897919 0.0757688 0.0715246 0.0695059 0.0660156 0.0690255 0.0498624 0.0340254
threshold=0.11883500000000001 0.15028500000000003 0.056265000000000009 0.109255 0.082295000000000021 -0.074434999999999987 0.086625000000000021 -0.18713499999999997 0.094620000000000024 0.084095000000000017 0.083250000000000005 -0.073254999999999987 0.037915000000000011 0.11484000000000001 0.090215000000000004 -0.06976499999999998 -0.016329999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 5 6 -1 9 13 -7 16 -2 15 14 -9 -5 -8
right_child=1 -3 -4 12 -6 7 10 8 -10 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.003738829932848727 -0.0046573095450712313 -0.0068237721558153707 0.0064351434368878167 -0.0044297718007928789 0.011445044787294667 0.016215241321776912 0.0090696964976654595 0.0065700352677100591 -0.0025625607323276909 0.0066814132792625373 0.00092663787022441706 0.0018067995388307608 0.0053607184178981132 -0.0002050485742596549 0.0044251806186843502 0.0025178436225692831 0.0039808999114359245
leaf_weight=91 92 62 78 56 55 54 97 1101 73 60 89 102 93 54 704 61 63
leaf_count=91 92 62 78 56 55 54 97 1101 73 60 89 102 93 54 704 61 63
internal_value=0 -0.000489566 0.000947655 0.00503305 0.00529978 0.00515737 0.00257233 0.00558607 0.00525311 0.0112132 0.00488603 -0.00124939 0.00192413 0.00556098 0.00573448 -0.000792155 0.00707721
internal_weight=0 334 272 2651 2441 2386 340 2046 1932 114 249 194 210 1859 1805 117 160
internal_count=2985 334 272 2651 2441 2386 340 2046 1932 114 249 194 210 1859 1805 117 160
is_linear=0
shrinkage=0.16829


Tree=8344
num_leaves=30
num_cat=0
split_feature=1 3 39 10 15 12 1 3 1 447 1213 52 47 1 51 42 3 12 12 47 133 12 0 52 0 43 43 52 52
split_gain=9.84199 1.97552 0.962075 0.888605 0.416919 0.392091 0.391882 0.375268 0.31734 0.302425 0.28015 0.269907 0.275547 0.249096 0.220342 0.206644 0.189505 0.177035 0.145762 0.129404 0.0913565 0.0874478 0.0859235 0.0845345 0.135561 0.0636365 0.0950913 0.0616282 0.0568445
threshold=0.10921500000000002 -0.053364999999999996 0.055555000000000007 -0.014199999999999999 0.039965000000000007 0.089765000000000025 0.096475000000000019 0.10402500000000002 0.12257000000000003 0.085135000000000016 -0.0091899999999999985 0.12432000000000001 0.09023500000000001 0.12000500000000001 0.082075000000000009 0.088380000000000014 -0.082634999999999986 0.11431500000000001 0.097145000000000023 0.08593000000000002 -0.14820499999999998 0.091840000000000019 -0.074679999999999983 0.085020000000000012 -0.072924999999999976 0.0085250000000000031 -0.0060749999999999997 0.08623500000000002 0.096795000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 4 -3 7 14 -4 9 19 10 -1 12 13 -5 20 18 -17 21 -12 -2 -6 27 -15 24 -23 26 -22 -7 -25
right_child=1 3 6 11 5 17 -8 -9 -10 -11 15 -13 -14 22 -16 16 -18 -19 -20 -21 25 23 -24 28 -26 -27 -28 -29 -30
leaf_value=0.00072404785939764811 0.00073705093643785808 -6.7985832987265801e-05 0.00083869806754813248 0.00043587468629011046 0.0011784046331453314 0.00095926389644471037 0.00050158022111465984 0.00068252845244021307 0.00052942718778126359 0.0007066330392180442 0.001003510422367718 0.00059531139813377015 0.00054955960802854009 0.00010755705896158068 0.001277399126391503 0.00070003305783471192 0.00092310647067983499 0.00076158247650214852 0.00087787521202951782 0.00096247673295273754 0.0010142095250938675 0.0010068724551241513 0.00027985660184472102 0.0011375850857539018 0.00079439132283200297 0.00091772500521263923 0.001133099604100066 0.00080015966947594988 0.0010013554766239721
leaf_weight=60 65 57 86 71 56 60 68 70 54 62 683 53 52 66 52 55 191 55 124 52 287 96 62 53 53 52 108 56 126
leaf_count=60 65 57 86 71 56 60 68 70 54 62 683 53 52 66 52 55 191 55 124 52 287 96 62 53 53 52 108 56 126
internal_value=0 0.000448135 0.000943379 0.000309574 0.000960331 0.00100897 0.00069007 0.000919126 0.000740448 0.000933191 0.00094578 0.000380482 0.000334979 0.000278731 0.00106979 0.000958381 0.000873376 0.00094126 0.00098425 0.000837541 0.00104825 0.000963437 0.00019129 0.000991863 0.000931528 0.00103187 0.00104681 0.000882759 0.00104189
internal_weight=0 532 2453 361 2299 1054 154 1245 171 1175 1113 304 251 199 555 1053 246 499 807 117 503 444 128 328 149 447 395 116 179
internal_count=2985 532 2453 361 2299 1054 154 1245 171 1175 1113 304 251 199 555 1053 246 499 807 117 503 444 128 328 149 447 395 116 179
is_linear=0
shrinkage=0.0032998


Tree=8345
num_leaves=29
num_cat=0
split_feature=4 3 3 43 11 3 3 43 15 48 43 3 3 3 15 15 4 124 3 43 133 4 15 43 16 16 43 133
split_gain=8.05609 3.60204 1.63857 1.12283 0.755716 0.75531 0.642245 0.626348 0.502605 0.473311 0.46485 0.361071 0.324447 0.32297 0.291443 0.248291 0.24179 0.172123 0.145339 0.124895 0.234763 0.120502 0.11571 0.118771 0.0922314 0.0977831 0.0843522 0.0608866
threshold=0.27998000000000006 -0.066229999999999997 0.28833000000000003 -0.035884999999999993 1.0000000180025095e-35 -0.12711499999999995 -0.06656999999999999 -0.23287499999999997 -0.41956999999999994 0.09117500000000002 -0.051239999999999987 0.11391500000000002 0.0048000000000000013 0.088880000000000015 -1.0000000180025095e-35 0.039965000000000007 0.008570000000000003 -0.082024999999999987 -0.23394499999999999 0.066620000000000026 -0.43104999999999993 0.0072100000000000003 0.091490000000000016 0.0052850000000000006 -0.12080999999999999 0.46043000000000006 -0.082204999999999986 0.031880000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 5 -1 -2 -3 10 17 -8 12 21 -14 -15 18 19 -9 -6 22 -21 -5 23 -7 27 -26 -24 -18
right_child=6 2 -4 11 15 16 8 9 -10 -11 -12 -13 13 14 -16 -17 24 -19 -20 20 -22 -23 26 -25 25 -27 -28 -29
leaf_value=0.00066555901389902833 0.00065132602602524633 0.0009495778604498076 0.00021713599387845106 0.00072721180532011633 0.0012723288301682151 0.0010691990365293824 0.0002660750976777525 0.00052276180148724111 0.00013459896788412638 0.00027680854076571126 0.00065669340795093277 0.00069954682403862661 0.0012349698087285486 0.00078282344176341294 0.00111286296821252 0.001421537247795293 0.00092267326974037841 0.00076406835230458602 0.0010259760050487898 0.0010727024038959547 0.00079681074723072837 0.00092927112508576386 0.00088916457999374261 0.0012312511538049942 0.00078136381845501132 0.00096222523234816809 0.0010320909597073477 0.0010832129475789093
leaf_weight=63 89 53 55 59 58 1002 71 64 94 53 63 68 70 59 60 62 52 68 52 81 60 78 63 55 63 76 209 63
leaf_count=63 89 53 55 59 58 1002 71 64 94 53 63 68 70 59 60 62 52 68 52 81 60 78 63 55 63 76 209 63
internal_value=0 0.000970079 0.000764295 0.000811856 0.00104223 0.00102201 0.000413215 0.000632427 0.000320113 0.000541377 0.000449987 0.000920153 0.000966061 0.00105543 0.000949526 0.00125204 0.00103502 0.000647338 0.00115619 0.00105147 0.000955552 0.00084251 0.00106161 0.00107766 0.000939694 0.000880506 0.000999116 0.00101093
internal_weight=0 2646 687 632 1959 1787 317 238 228 185 134 394 326 189 119 172 1724 132 110 1470 141 137 1329 1057 254 139 272 115
internal_count=2963 2646 687 632 1959 1787 317 238 228 185 134 394 326 189 119 172 1724 132 110 1470 141 137 1329 1057 254 139 272 115
is_linear=0
shrinkage=0.0032998


Tree=8346
num_leaves=26
num_cat=0
split_feature=12 4 49 4 48 16 4 16 124 49 11 12 4 481 16 4 1375 4 159 49 1212 4 16 39 4
split_gain=0.18543 0.150305 0.138741 0.120245 0.186076 0.120806 0.200245 0.110762 0.113328 0.136357 0.104794 0.240207 0.200703 0.0952134 0.0772682 0.0609416 0.0734973 0.0578771 0.0512593 0.108474 0.0616177 0.0425121 0.0421947 0.0281611 0.0218188
threshold=0.082795000000000021 -0.17568999999999999 -0.085999999999999979 -0.0064399999999999987 -0.009184999999999997 -0.0030649999999999996 -0.047099999999999996 -0.016354999999999998 -0.080429999999999988 1.0000000180025095e-35 1.0000000180025095e-35 0.093185000000000004 -0.10701499999999999 -0.084514999999999993 0.057265000000000003 -0.082274999999999987 -0.030214999999999995 -0.083524999999999974 0.024100000000000003 0.083250000000000005 0.08184000000000001 -0.50324499999999983 -0.08070999999999999 0.087080000000000005 -0.087269999999999986
decision_type=2 2 2 2 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 5 -5 6 -4 8 -6 -10 12 -12 -2 -14 -13 17 -17 22 20 -20 -18 -1 24 -9 -15
right_child=10 2 3 4 7 -7 -8 23 9 -11 11 14 13 15 -16 16 18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=0.005249836853429936 -0.0047786834091936535 0.0089530768814433254 0.0074491577712061828 -0.006555721579651513 -0.0042415298118633074 -0.0091830531620962878 -0.0061037508892793271 0.010788791288494857 0.00060307452548820026 0.0087475789793518832 0.016415467368674226 0.0086963699825908687 0.00052860729710013958 0.0077566760701976286 -7.3886150289926992e-05 0.010195976105586322 0.0041842666855362162 0.012569093644710361 0.0041781578323410095 0.01228512744244851 0.0078100081941510037 0.011639620362441979 0.01024288176786976 0.0054473054570667017 0.0035355414929213263
leaf_weight=67 55 69 58 58 66 56 66 56 160 92 80 57 103 58 56 85 1033 64 111 82 154 55 69 60 93
leaf_count=67 55 69 58 58 66 56 66 56 160 92 80 57 103 58 56 85 1033 64 111 82 154 55 69 60 93
internal_value=0 0.00266759 0.00176332 0.00102241 0.00238598 -0.00269471 0.000221024 0.0035851 0.00195386 0.00358359 0.00560255 0.00935126 0.00522222 0.00552019 0.00433415 0.00581312 0.00537207 0.00808191 0.00507365 0.00763188 0.00465618 0.0081452 0.00676838 0.00804144 0.0051688
internal_weight=0 863 741 672 492 180 124 434 318 252 2100 193 1907 1852 113 1749 1465 284 1380 193 1187 122 220 116 151
internal_count=2963 863 741 672 492 180 124 434 318 252 2100 193 1907 1852 113 1749 1465 284 1380 193 1187 122 220 116 151
is_linear=0
shrinkage=0.16829


Tree=8347
num_leaves=30
num_cat=0
split_feature=12 2 15 2 2 12 0 0 3 2 2 0 0 13 0 12 160 401 1213 160 3 15 47 43 483 43 0 3 2
split_gain=15.4275 5.24454 4.20627 2.82932 2.78608 0.701355 0.591591 0.576403 0.553044 0.465337 0.382835 0.643135 0.36657 0.208057 0.303521 0.200712 0.25477 0.192583 0.16153 0.160113 0.155162 0.162648 0.147156 0.116044 0.0795216 0.0781942 0.0743882 0.0552892 0.00605215
threshold=0.056995000000000011 0.13501500000000002 -0.2987999999999999 0.10433000000000002 0.072175000000000017 0.099680000000000005 -0.050249999999999996 -0.044434999999999995 0.13470000000000001 0.088005000000000014 0.10085000000000001 -0.08824499999999999 -0.066574999999999981 -0.27740999999999993 -0.12851999999999997 0.090455000000000021 -0.079974999999999991 0.078330000000000025 -0.077324999999999991 -1.0000000180025095e-35 -0.094004999999999991 -0.070974999999999983 0.094695000000000015 -0.11158 0.092865000000000017 -0.069944999999999993 -0.14606999999999998 -0.10690999999999999 0.10251500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 8 4 12 10 13 22 19 -6 15 -12 -4 -5 -15 17 -17 24 -19 -1 -18 -22 23 -7 27 -13 -11 -2 -25
right_child=1 -3 3 6 9 7 -8 -9 -10 26 11 25 -14 14 -16 16 20 18 -20 -21 21 -23 -24 28 -26 -27 -28 -29 -30
leaf_value=0.0043468916358390076 0.0050561425357347938 0.0041964518697461834 0.004639516142681461 0.0041312090064666912 0.0053056762267942037 0.0051970199285466725 0.004688350126173209 0.0046386539924248528 0.0037912865375953099 0.0048724792229967425 0.00467110465904148 0.0050097259611626898 0.0042697573634228004 0.0042705987604898434 0.0045967505735155277 0.0049310855474831022 0.0053105877656711162 0.0051810271942664254 0.0054423056842299112 0.0040800319754466996 0.0049408734107021816 0.0051402058618698317 0.004848084181288786 0.0050594185711587787 0.0050297637298460027 0.0051960792463920944 0.0050432462115662206 0.0051812839136382988 0.0049649185573680619
leaf_weight=54 67 72 64 55 69 65 64 52 54 69 53 66 62 98 52 97 55 63 62 61 66 286 52 97 66 74 94 783 91
leaf_count=54 67 72 64 55 69 65 64 52 54 69 53 66 62 98 52 97 55 63 62 61 66 286 52 97 66 74 94 783 91
internal_value=0 0.00507487 0.00453714 0.00466206 0.00485518 0.00510504 0.00440493 0.00496871 0.00407346 0.00507081 0.00513303 0.00498855 0.00445785 0.00431628 0.0043839 0.00515105 0.00509266 0.00517929 0.0053109 0.00420565 0.00513108 0.00510293 0.00502486 0.00506106 0.00516129 0.00510848 0.00497117 0.00517146 0.00501386
internal_weight=0 2167 796 627 358 2095 269 357 169 232 1738 193 126 205 150 1545 504 1041 125 115 407 352 305 253 916 140 163 850 188
internal_count=2963 2167 796 627 358 2095 269 357 169 232 1738 193 126 205 150 1545 504 1041 125 115 407 352 305 253 916 140 163 850 188
is_linear=0
shrinkage=0.0032998


Tree=8348
num_leaves=26
num_cat=0
split_feature=1 3 39 1 1 10 52 3 1 49 49 51 3 3 1 50 13 11 3 3 1 483 1 13 1
split_gain=9.44682 2.36883 0.548629 0.490117 0.426615 0.326088 0.265472 0.375731 0.26359 0.306663 0.255975 0.209466 0.194968 0.26518 0.156994 0.187175 0.10325 0.0973544 0.291802 0.124767 0.190655 0.112177 0.0860597 0.0801774 0.0655235
threshold=0.10442000000000001 -0.053364999999999996 0.0047850000000000011 0.12448500000000001 0.088035000000000016 -0.07884999999999999 -0.22118499999999996 -0.084524999999999975 0.08864000000000001 -0.014479999999999998 0.10960000000000002 0.080080000000000026 0.31351000000000001 0.090170000000000014 0.096630000000000008 0.08461500000000001 -0.053999999999999999 1.0000000180025095e-35 -0.11749 -0.078759999999999983 1.0000000180025095e-35 0.092865000000000017 0.092845000000000025 -0.0093249999999999982 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
left_child=2 3 8 6 -4 -3 -2 -8 10 -10 17 12 13 23 15 22 -12 18 -1 21 -21 -20 -11 -7 -17
right_child=1 5 4 -5 -6 11 7 -9 9 14 16 -13 -14 -15 -16 24 -18 -19 19 20 -22 -23 -24 -25 -26
leaf_value=0.00069549968973639542 0.00098253852948279445 5.9578593500818713e-05 0.00084971317583409575 0.00043440546620079331 0.00045971289749216645 0.0003095115422052521 0.00054061935263530008 0.00090730909228845945 0.00063647711393429579 0.00081341053934466721 0.00086839970908946938 0.00046956061055969037 0.00011158364136072454 0.00047925692877901166 0.00098989351308452923 0.00098661435675201359 0.00067848773845462121 0.0010450399725494633 0.00096878494706298011 0.00085196369262494954 0.0010258264625711061 0.00081279917351500478 0.00063865561264459729 0.00014673663198488455 0.00083630947095656252
leaf_weight=56 58 53 72 53 54 84 67 57 72 81 75 97 54 85 97 76 58 93 983 318 91 56 54 56 63
leaf_count=56 58 53 72 53 54 84 67 57 72 81 75 97 54 85 97 76 58 93 983 318 91 56 54 56 63
internal_value=0 0.000448719 0.000895671 0.000715126 0.00068285 0.000302703 0.00079668 0.000709462 0.000907995 0.000835363 0.000926574 0.00033688 0.000290625 0.000333438 0.000873866 0.000832663 0.000785846 0.000938272 0.000931646 0.000940755 0.000890733 0.000960412 0.00074377 0.000244653 0.000918744
internal_weight=0 664 2299 235 126 429 182 124 2173 443 1730 376 279 225 371 274 133 1597 1504 1448 409 1039 135 140 139
internal_count=2963 664 2299 235 126 429 182 124 2173 443 1730 376 279 225 371 274 133 1597 1504 1448 409 1039 135 140 139
is_linear=0
shrinkage=0.0032998


Tree=8349
num_leaves=16
num_cat=0
split_feature=2 474 11 43 34 2 151 11 475 43 15 133 43 39 475
split_gain=0.166176 0.103701 0.100056 0.138572 0.138298 0.122642 0.0878776 0.0861512 0.0631729 0.0696614 0.142133 0.0769702 0.0546216 0.0552628 0.0305184
threshold=0.25063000000000007 -0.029314999999999997 1.0000000180025095e-35 -0.09361499999999999 -0.066379999999999981 0.10384 -0.084084999999999979 0.088630000000000014 -0.088544999999999985 -0.08237499999999999 0.090880000000000016 -0.062749999999999986 -0.095964999999999981 0.098380000000000009 -0.080909999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 4 -4 -3 8 -7 -5 -6 10 -10 -11 -8 -14 -1
right_child=-2 2 3 7 5 6 12 -9 9 11 -12 -13 13 -15 -16
leaf_value=0.010989459302793506 -0.00065464263861537888 0.0021069490616872008 0.0060063331659457493 0.019232697292874926 0.0034957414227451866 0 0.011988291774665828 0.010313563501041829 0.012111658453145609 0.010648295808225237 0.0042709819655626811 0.0078045541506501564 0.0069928199264772646 0.0011236815295169681 0.016786352452350998
leaf_weight=57 55 103 69 73 57 57 55 55 434 379 78 981 406 52 52
leaf_count=57 55 103 69 73 57 57 55 55 434 379 78 981 406 52 52
internal_value=0 0.00865255 0.00845257 0.0121282 0.00817359 0.00842291 0.00624395 0.0154143 0.00906584 0.00923449 0.0109207 0.00859836 0.00694048 0.00633038 0.0137714
internal_weight=0 2908 2799 197 2602 2499 570 128 1929 1872 512 1360 513 458 109
internal_count=2963 2908 2799 197 2602 2499 570 128 1929 1872 512 1360 513 458 109
is_linear=0
shrinkage=0.16829


Tree=8350
num_leaves=22
num_cat=0
split_feature=4 2 123 2 3 42 2 457 160 3 3 13 2 160 43 51 3 3 51 131 13
split_gain=10.6985 3.14113 1.42233 0.764593 0.718984 0.551358 0.328915 0.455048 0.359714 0.319194 0.313916 0.297237 0.193095 0.180957 0.300226 0.17555 0.127587 0.0908624 0.139402 0.124004 0.0726367
threshold=0.31392000000000003 0.14132000000000003 1.0000000180025095e-35 0.14938500000000002 0.11391500000000002 0.090295000000000014 0.089945000000000011 0.072090000000000015 0.0065900000000000012 0.12168500000000002 -0.00083499999999999991 -0.011809999999999999 0.079570000000000016 -0.016244999999999996 -0.010894999999999998 -0.019539999999999998 -0.14088999999999999 -0.081864999999999979 -0.056469999999999992 0.090150000000000022 -0.087404999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 9 12 8 10 16 -8 -4 17 14 -14 -10 -2 19 -19 -1 -15
right_child=3 -3 11 -5 -6 -7 7 -9 15 -11 -12 -13 13 20 -16 -17 -18 18 -20 -21 -22
leaf_value=0.001183318593833503 0.00080994414691448052 0.00040839171580412103 0.00090490688723687883 8.4032918804638368e-05 0.00079803390585669377 0.0002672002736151216 0.001012362302246591 0.00075293022629564961 0.0013678844371561168 0.0003778148495725587 0.0012782366625333787 0.00059717695095351541 0.0010279805500907635 0.0011334762144749513 0.0012570287555314758 0.0011323685121282158 0.00059596227036454782 0.0012029371844094249 0.0010198684855566541 0.001003267661189618 0.0012231540488492525
leaf_weight=175 53 80 68 61 88 81 578 53 54 53 54 71 208 146 92 108 77 57 285 59 428
leaf_count=175 53 80 68 61 88 81 578 53 54 53 54 71 208 146 92 108 77 57 285 59 428
internal_value=0 0.00105284 0.00107325 0.000417694 0.0010922 0.000494656 0.00110345 0.00105121 0.00107108 0.000595141 0.00103514 0.000747975 0.00113394 0.00116541 0.00109834 0.00121109 0.000683472 0.00108613 0.00105048 0.00113807 0.00120041
internal_weight=0 2604 2524 325 2385 264 2297 847 794 183 632 139 1450 874 300 162 130 576 342 234 574
internal_count=2929 2604 2524 325 2385 264 2297 847 794 183 632 139 1450 874 300 162 130 576 342 234 574
is_linear=0
shrinkage=0.0032998


Tree=8351
num_leaves=33
num_cat=0
split_feature=1 52 1 2 2 42 2 3 1 47 160 2 3 2 43 2 52 16 1 3 42 16 3 2 484 12 484 484 12 42 52 52
split_gain=6.09004 1.75866 0.774528 0.559701 0.506782 0.485097 0.284584 0.27737 0.594604 0.189236 0.1888 0.170504 0.141128 0.112401 0.108149 0.167024 0.185509 0.162411 0.191136 0.15773 0.133558 0.224775 0.104037 0.0960108 0.0944137 0.0803259 0.0777182 0.0766467 0.0758102 0.0757286 0.0423824 0.0333512
threshold=0.10398500000000001 -0.41694999999999993 0.12700000000000003 1.0000000180025095e-35 0.092155000000000015 0.081605000000000025 -0.080859999999999974 -0.14088999999999999 0.088470000000000007 0.082930000000000018 -0.06146999999999999 0.13554000000000002 -0.04682999999999999 0.10043500000000001 -0.040494999999999996 0.087815000000000018 0.090675000000000019 -0.018754999999999997 1.0000000180025095e-35 -0.077664999999999998 0.084835000000000008 0.062910000000000008 -0.011259999999999997 0.086365000000000011 0.085790000000000019 0.11667000000000001 0.024650000000000002 0.059895000000000011 0.084485000000000018 1.0000000180025095e-35 -0.0083399999999999985 0.082640000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 6 -3 -1 -6 12 11 -5 -4 25 -14 20 17 -17 19 -19 23 24 27 -12 -16 28 26 29 31 -8 -9 -30 -22
right_child=1 2 9 10 7 -7 14 8 -10 -11 22 -13 13 -15 15 16 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 30 -31 -32 -33
leaf_value=0.00068308999405666598 0.0010130823540809551 0.00052475523538174015 0.00037969261292548423 0.00062174025774253485 0.0010094731036151131 0.0009102523898202469 0.0010416737518383319 0.0007388944942685893 0.00052706760577519811 0.00050683082720551979 0.00028074779611466651 0.0001844987013819332 0.0010527083588416392 0.00083489755563372829 0.00096445856493913168 0.00077605923948556078 0.001011995320205621 0.00097796664878187244 0.0012454624165901744 0.00083455635663799504 0.00082409051857872204 0.00066186324930674794 0.00046335178688117787 0.0011204366192806598 0.00081969930354202291 0.00067859456129601621 0.00093990366491608873 0.0010023024822150856 0.00085679772867723863 0.0008403639228747791 0.00095869536253475848 0.00092011286391471749
leaf_weight=54 73 68 98 58 73 76 100 137 81 52 54 99 52 57 303 102 59 70 53 96 127 59 98 54 64 52 55 56 71 228 178 72
leaf_count=54 73 68 98 58 73 76 100 137 81 52 54 99 52 57 303 102 59 70 53 96 127 59 98 54 64 52 55 56 71 228 178 72
internal_value=0 0.000528934 0.000470264 0.000569585 0.000886198 0.000728457 0.000920814 0.000814658 0.000793122 0.000328919 0.000460477 0.000281779 0.000830154 0.000939131 0.000929558 0.000958475 0.000862739 0.000985174 0.00109352 0.000955679 0.000900195 0.000847746 0.000398711 0.000988151 0.000939986 0.000804913 0.000820468 0.000890616 0.000961943 0.000802375 0.000929782 0.000859009
internal_weight=0 676 603 354 2253 144 1518 735 662 249 210 197 581 109 1464 737 161 576 123 453 727 314 152 357 413 472 420 255 349 365 249 199
internal_count=2929 676 603 354 2253 144 1518 735 662 249 210 197 581 109 1464 737 161 576 123 453 727 314 152 357 413 472 420 255 349 365 249 199
is_linear=0
shrinkage=0.0032998


Tree=8352
num_leaves=17
num_cat=0
split_feature=3 3 15 3 3 16 1 12 16 2 42 43 1 43 12 16
split_gain=0.218392 0.345766 0.257337 0.139955 0.257063 0.164521 0.152268 0.117348 0.112275 0.109692 0.109348 0.0972031 0.0914827 0.0902064 0.0705545 0.0537058
threshold=-0.23098999999999997 -0.15500999999999998 -0.2987999999999999 0.10856000000000002 0.12745000000000004 0.51381500000000013 0.10378000000000001 -1.0000000180025095e-35 -0.38959499999999997 0.087815000000000018 0.09087000000000002 -0.040494999999999996 0.13601500000000002 -0.10254999999999999 0.095110000000000014 -0.072034999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 -2 8 5 -5 6 9 -8 12 11 -9 -4 -3 -11 -1 -6
right_child=1 2 3 4 15 -7 7 10 -10 13 -12 -13 -14 -15 -16 -17
leaf_value=0.020115406064953555 -0.0033886316840040917 0.0106632782115738 0.0088222331826568242 -0.0053622774919672763 0.0055509245822913831 0.016990251648536219 0.00026151458736872968 0.012978194020888465 -0.0025044845571210637 0.011771375825384334 0.0036281883195934104 0.012047513280999353 0.0011289578120386591 0.0073855634215183857 0.011346684096011746 0.012431913059982985
leaf_weight=55 72 56 490 54 81 75 94 66 77 161 78 593 59 811 52 55
leaf_count=55 72 56 490 54 81 75 94 66 77 161 78 593 59 811 52 55
internal_value=0 0.00810612 0.00840773 0.00885401 0.00444114 0.00920732 0.00895197 0.00490645 0.00245264 0.00941963 0.00792608 0.0105899 0.00578738 0.00811387 0.0158708 0.00834689
internal_weight=0 2822 2750 2558 190 2368 2293 238 192 2055 144 1083 115 972 107 136
internal_count=2929 2822 2750 2558 190 2368 2293 238 192 2055 144 1083 115 972 107 136
is_linear=0
shrinkage=0.16829


Tree=8353
num_leaves=32
num_cat=0
split_feature=3 10 3 3 130 41 160 0 0 0 0 0 52 0 130 0 43 160 49 13 43 13 52 403 0 1447 43 13 13 13 3
split_gain=5.24945 1.18762 0.831983 0.880912 0.793596 0.692728 0.362184 0.340653 0.453121 0.303926 0.274738 0.259479 0.237068 0.202068 0.182036 0.172419 0.170446 0.134862 0.131479 0.154959 0.113613 0.104161 0.153306 0.130362 0.0835991 0.0668526 0.0657546 0.0594691 0.0539838 0.0501042 0.0122332
threshold=-0.055994999999999996 -1.0000000180025095e-35 0.11269500000000002 0.076825000000000018 0.015470000000000001 0.077915000000000012 -0.010164999999999999 -0.072924999999999976 0.10923000000000001 -0.105195 -0.034759999999999992 -0.065939999999999985 1.0000000180025095e-35 -0.097224999999999992 -0.084569999999999992 -0.096109999999999987 0.086765000000000023 -0.060659999999999992 -1.0000000180025095e-35 -0.014549999999999999 -0.0083799999999999986 -0.085349999999999995 -0.27957499999999996 0.028520000000000004 -0.14606999999999998 -0.083839999999999984 -0.043004999999999995 -0.089024999999999979 -0.091559999999999989 -0.067904999999999979 -0.076514999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 11 3 4 12 7 -5 14 10 -7 17 -2 18 24 -1 16 20 -9 -3 -20 27 25 -23 -24 -4 -17 29 -16 -27 -19 -28
right_child=1 2 13 6 -6 9 -8 8 -10 -11 -12 -13 -14 -15 15 21 -18 26 19 -21 -22 22 23 -25 -26 28 30 -29 -30 -31 -32
leaf_value=0.0011454729611116874 0.00046803017766475783 0.00063691409971266156 0.00048978046336874256 0.0011088606103015735 0.00099670700113407276 0.00085750767700960536 0.000801655313353156 0.0007153195332936233 0.0010682862113672244 0.00051075878175461638 0.00061861908744508171 0.00016489558667957094 0.00072947045967585486 0.00063918446581614228 0.00096576188421110384 0.0011391409565563819 0.0010293103102751446 0.00086155295852568083 0.00054572914530529038 0.00031552519141769966 0.00069200108062814417 0.00080080720049415367 0.00095168515048763924 0.0010787365431932732 0.0003217060587389962 0.0010817808042007241 0.00078705839589976597 0.00080677390570029633 0.00097630745102067311 0.00099749061927354907 0.00086776598300215379
leaf_weight=62 63 55 82 75 56 53 98 63 97 59 66 61 68 72 52 52 59 57 72 59 54 67 706 106 56 81 56 61 220 79 62
leaf_count=62 63 55 82 75 56 53 98 63 97 59 66 61 68 72 52 52 59 57 72 59 54 67 706 106 56 81 56 61 220 79 62
internal_value=0 0.000617155 0.00067042 0.000745955 0.00064032 0.000928808 0.00093504 0.000942995 0.000865659 0.00067516 0.000814249 0.000319192 0.000561608 0.00049652 0.000967394 0.000959797 0.000874495 0.000854868 0.00050005 0.000442318 0.000819589 0.000975417 0.000955586 0.000968314 0.000421832 0.0010247 0.000889341 0.000880248 0.00100481 0.000940776 0.000829763
internal_weight=0 817 693 483 310 2112 173 2000 480 112 383 124 254 210 1520 1458 226 317 186 131 167 1232 879 812 138 353 254 113 301 136 118
internal_count=2929 817 693 483 310 2112 173 2000 480 112 383 124 254 210 1520 1458 226 317 186 131 167 1232 879 812 138 353 254 113 301 136 118
is_linear=0
shrinkage=0.0032998


Tree=8354
num_leaves=16
num_cat=0
split_feature=1 130 11 40 1 482 150 9 160 160 16 133 1 42 1
split_gain=0.177599 0.134831 0.112725 0.103292 0.073681 0.0715231 0.0937672 0.105484 0.0929822 0.158181 0.120946 0.0628839 0.0781489 0.0588489 0.0154793
threshold=0.13601500000000002 -0.14499999999999999 0.094115000000000018 -0.067204999999999987 0.14516000000000004 0.096055000000000015 0.089155000000000012 0.08542000000000001 0.052555000000000011 0.085700000000000012 -0.15190499999999998 0.086635000000000004 0.10638500000000002 0.083725000000000008 0.089535000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -2 -5 6 7 8 10 -10 -3 12 13 -8 -7
right_child=3 2 -4 4 -6 14 11 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=0.016224003292786563 -0.0039038731927998169 0.0033810237808321333 0.00069027961635370139 0.00030996941100643808 0.0088754227668365864 0.010000717015394131 -0.0041380905631974059 0.015400800780850656 0.016704462179783292 0.0083380103731241235 0.0078235253348985651 0.0088051197995913898 0.0073396006688682212 0.00386727218935335 0.014246007310282239
leaf_weight=54 53 195 64 52 64 53 52 54 85 268 1697 68 64 52 54
leaf_count=54 53 195 64 52 64 53 52 54 85 268 1697 68 64 52 54
internal_value=0 0.00786735 0.00769993 0.00223219 0.00505122 0.00786905 0.00768722 0.00801615 0.00783772 0.0103577 0.00736661 0.00447541 0.00271221 -0.000118134 0.01216
internal_weight=0 2760 2706 169 116 2642 2535 2299 2245 353 1892 236 168 104 107
internal_count=2929 2760 2706 169 116 2642 2535 2299 2245 353 1892 236 168 104 107
is_linear=0
shrinkage=0.16829


Tree=8355
num_leaves=17
num_cat=0
split_feature=0 15 50 15 0 10 151 43 2 160 403 1210 484 160 52 2
split_gain=0.126824 0.220039 0.145292 0.135167 0.133104 0.265779 0.165511 0.144944 0.128557 0.108401 0.0966434 0.0835261 0.0790986 0.0507868 0.120793 0.0258104
threshold=-0.13619499999999998 -0.0070899999999999991 0.12170000000000002 0.086605000000000015 -0.097774999999999987 -0.092019999999999977 0.084725000000000009 -0.011534999999999998 0.097300000000000011 -0.14807999999999996 -0.5407249999999999 -0.084114999999999981 0.096490000000000006 -0.010599999999999998 -0.074359999999999996 0.11934000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 4 -3 7 -6 10 -2 -9 -4 -7 -12 -13 -1 -15 -16
right_child=2 3 9 -5 5 6 -8 8 -10 -11 11 12 -14 14 15 -17
leaf_value=0.010409589643139965 0.0064373055591213715 -0.0086471518826318899 0.0069231151000096374 0.0033597994613002494 -0.0045732260725970678 0.013471025028720702 0.015725205437968817 0.019266111829214672 0.0085872604881976951 -0.0024772332220570591 0.001160700436544323 0.0074741619202424153 0.0030559158559523053 0.010883379600480955 0.00078249572137177874 0.0054569236090688871
leaf_weight=70 97 52 66 54 53 68 67 81 54 73 68 1818 124 71 97 52
leaf_count=70 97 52 66 54 53 68 67 81 54 73 68 1818 124 71 97 52
internal_value=0 0.00403591 0.00728248 -0.00251345 0.00758543 0.00717858 0.00746979 0.0114322 0.0150079 0.00197332 0.00720275 0.00698979 0.00719297 0.00643601 0.00516352 0.0024259
internal_weight=0 396 2569 106 2430 2198 2145 232 135 139 2078 2010 1942 290 220 149
internal_count=2965 396 2569 106 2430 2198 2145 232 135 139 2078 2010 1942 290 220 149
is_linear=0
shrinkage=0.16829


Tree=8356
num_leaves=24
num_cat=0
split_feature=49 4 3 160 4 4 1 151 16 12 160 3 1452 3 4 16 1 12 12 47 1429 1 151
split_gain=0.138558 0.198483 0.175446 0.260472 0.126688 0.125651 0.143294 0.106044 0.102649 0.0946303 0.0640877 0.0597653 0.0578785 0.0640195 0.094857 0.188033 0.0839121 0.157929 0.102467 0.0836044 0.0793892 0.0571648 0.045576
threshold=-0.070754999999999985 -0.047714999999999987 -0.023409999999999997 0.049100000000000012 -0.39175499999999991 0.018150000000000003 0.11690500000000002 -0.012264999999999998 -0.13895999999999997 -0.086254999999999984 0.085130000000000011 0.040040000000000006 0.089165000000000008 -0.24190499999999995 -0.15283499999999997 0.066010000000000013 0.090650000000000022 0.088135000000000005 0.082425000000000012 0.11669500000000001 0.086095000000000019 0.093575000000000019 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 -1 12 4 -4 21 11 10 9 -8 -3 -7 13 -2 15 -15 18 -18 -16 -19 -20 -6 -9
right_child=2 7 3 -5 5 6 8 22 -10 -11 -12 -13 -14 14 16 -17 17 19 20 -21 -22 -23 -24
leaf_value=0.018597636812826154 0.011627589505630202 0.013586251510565986 0.010384653220101528 -0.0058317514958916112 0.0023156685853269903 0.013796181885336859 0.0097377360559102403 5.9260216733953127e-06 -0.0039611495021029605 -0.00024286255011477865 0.0060273054175774173 0.0060648129285735177 0.00088434060487579502 -0.0056885256938620093 0.014205242719202331 0.007707617015893657 -0.0043882876534810083 0.004333771997189359 0.0063485190177006122 0.011562116694416782 0.012404525189130707 -0.004735370066367559 0.0066303870702711194
leaf_weight=52 60 77 79 86 63 52 55 57 57 52 56 65 61 56 53 63 53 297 1323 54 65 67 62
leaf_count=52 60 77 79 86 63 52 55 57 57 52 56 65 61 56 53 63 53 297 1323 54 65 67 62
internal_value=0 0.00910972 0.00530734 0.00270182 0.00420322 0.00301069 0.00501344 0.00714477 0.00179005 0.00487056 0.010417 0.00951633 0.00602627 0.00618035 0.00601302 0.00138845 0.00631033 0.00415571 0.00691315 0.00545094 0.00663342 -0.00130451 0.00347242
internal_weight=0 304 2661 576 490 411 281 252 164 107 133 117 2085 2024 1964 119 1845 404 1441 351 1388 130 119
internal_count=2965 304 2661 576 490 411 281 252 164 107 133 117 2085 2024 1964 119 1845 404 1441 351 1388 130 119
is_linear=0
shrinkage=0.16829


Tree=8357
num_leaves=24
num_cat=0
split_feature=3 10 3 9 147 403 1213 13 156 43 3 13 447 49 1428 403 3 11 11 13 3 13 1213
split_gain=3.52324 1.54535 0.933543 0.552179 0.4504 0.314924 0.349129 0.342193 0.262345 0.212653 0.209146 0.294455 0.186994 0.201055 0.185725 0.164449 0.13486 0.130041 0.233182 0.0742708 0.051838 0.095763 0.0230902
threshold=-0.046079999999999989 -0.089679999999999982 0.28833000000000003 -1.0000000180025095e-35 0.088295000000000012 -0.088854999999999976 -0.072409999999999988 0.10077500000000002 0.07881500000000001 -0.24698999999999996 0.11745500000000002 -0.004409999999999999 0.084170000000000009 0.10960000000000002 0.08179500000000002 -0.5407249999999999 0.08796000000000001 0.089795000000000014 1.0000000180025095e-35 -0.070339999999999986 -0.082914999999999975 -0.059629999999999996 0.085305000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 8 6 -1 12 10 -9 11 -5 13 14 17 -8 -10 18 -7 -15 22 -22 -17
right_child=1 2 -4 4 -6 7 15 9 16 -11 -12 -13 -14 19 -16 20 -18 -19 -20 -21 21 -23 -24
leaf_value=0.0011520959270573622 3.7513489944052497e-05 0.00036351261067557686 0.00030898120440333389 0.00059752525955998311 0.00038984751106758362 0.00082072389596721251 0.0010022166071014915 0.00078476355586969615 0.00074212317296867478 0.00055780918920299457 0.00050346783466032237 0.00079558950025333504 0.00062109387961883868 0.00077158121495122297 0.0010206737539545027 0.00091327165693195697 0.00098349297873995831 0.00066051111290890533 0.0010013002997637944 0.00059260015956279536 0.00086070708885689585 0.00066670272225286497 0.00081234364503621789
leaf_weight=55 57 66 102 148 52 1269 75 87 53 97 66 189 53 54 57 73 52 52 85 53 62 55 53
leaf_count=55 57 66 102 148 52 1269 75 87 53 97 66 189 53 54 57 73 52 52 85 53 62 55 53
internal_value=0 0.000561405 0.000602376 0.000650125 0.000683842 0.000819398 0.000907408 0.000801211 0.000713866 0.000665311 0.000675185 0.00070871 0.000816597 0.000823174 0.000833383 0.000864977 0.000861994 0.000825765 0.000832086 0.000683256 0.000822474 0.00076981 0.000871097
internal_weight=0 785 728 626 560 2180 373 1807 508 184 403 337 1623 1570 1463 318 105 1406 1354 107 243 117 126
internal_count=2965 785 728 626 560 2180 373 1807 508 184 403 337 1623 1570 1463 318 105 1406 1354 107 243 117 126
is_linear=0
shrinkage=0.0032998


Tree=8358
num_leaves=20
num_cat=0
split_feature=4 15 0 52 52 1455 0 16 48 0 15 48 4 4 2 1 1213 4 15
split_gain=0.114844 0.0989986 0.126079 0.253325 0.0877033 0.0850672 0.137889 0.133841 0.0848997 0.116315 0.109793 0.0779857 0.0769483 0.195032 0.136968 0.0725193 0.0716217 0.0665887 0.034244
threshold=0.26546000000000003 -0.14773499999999998 -0.13619499999999998 0.013340000000000001 -0.063199999999999992 0.10641000000000002 -0.097774999999999987 -0.105305 -0.035574999999999989 -0.10462499999999998 -0.46483499999999994 0.086895000000000014 -0.17568999999999999 -0.10023999999999998 0.10019000000000002 0.100925 0.084595000000000017 0.41823000000000005 -0.22805999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 4 11 6 7 -4 -2 17 -11 -3 14 -14 -8 -16 -15 -10 -1
right_child=8 2 5 -5 -6 -7 12 -9 9 10 -12 -13 13 16 15 -17 -18 -19 -20
leaf_value=0.0078012337067178304 -0.003542375559500802 -0.002183966732518406 0.0062263062279310534 -0.0079527473864695886 0.010627670368821012 -0.00075866851339710087 0.013169157896823125 0.01607418612540169 0.0036048376026212698 0.005416907759001121 -0.0031935459753215899 0.0068027398392645957 -0.0043597618794471655 0.0052033098859362355 0.00013337698955149827 0.0081100625155309924 0.0089998643635025768 0.011001945470433731 0.013655005789393989
leaf_weight=66 56 55 86 58 53 54 101 73 73 75 95 54 58 1596 54 82 156 67 53
leaf_count=66 56 55 86 58 53 54 101 73 73 75 95 54 58 1596 54 82 156 67 53
internal_value=0 0.00566542 0.00543639 0.00157927 0.00500306 0.00581106 0.0059727 0.010759 0.00247211 0.00356439 0.000594616 0.00225168 0.00560005 0.00522409 0.00846374 0.00495606 0.00554238 0.00715772 0.0104235
internal_weight=0 2599 2480 220 162 2260 2206 159 366 310 170 109 2047 1810 237 136 1752 140 119
internal_count=2965 2599 2480 220 162 2260 2206 159 366 310 170 109 2047 1810 237 136 1752 140 119
is_linear=0
shrinkage=0.16829


Tree=8359
num_leaves=23
num_cat=0
split_feature=1 1 12 4 1375 133 4 1 12 12 41 2 4 4 16 157 51 16 16 16 51 43
split_gain=8.56507 0.93767 0.774996 0.614815 0.448206 0.382432 0.332049 0.32445 0.54585 0.364633 0.268947 0.228262 0.168172 0.143262 0.292074 0.141435 0.171884 0.129872 0.109755 0.108742 0.0744507 0.0319462
threshold=0.10749500000000002 0.15028500000000003 0.085075000000000026 0.032770000000000001 -0.089714999999999975 0.087015000000000023 0.25367000000000006 0.10123500000000001 0.088965000000000002 0.11619500000000001 0.075585000000000013 0.10773000000000001 0.028075000000000006 0.25367000000000006 -0.43708999999999992 0.08475000000000002 -0.09021499999999999 -0.23389999999999997 -0.50790499999999994 -0.055004999999999991 -0.4244949999999999 -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
left_child=3 2 5 4 -1 11 21 9 -9 10 15 -2 -13 14 -5 16 -6 -14 -15 -16 -21 -4
right_child=1 -3 6 13 7 -7 -8 8 -10 -11 -12 12 17 18 19 -17 -18 -19 -20 20 -22 -23
leaf_value=0.00060118561279832463 0.00063974280736124687 5.7726424789063722e-05 0.00069881419624670364 0.0010121599148589968 0.00079260141352443104 0.00017575092579306145 0.00043686268845068827 0.00053079700678677314 0.00098489313453160995 0.00065956982491672286 0.0011129935586602583 0.00051094035817928559 0.00041721785046354209 0.0005441946308779353 0.00082068747913077418 0.0010700335628943268 0.00092406969601684184 0.00020298608441224057 0.00075678408816770852 0.00075836962102713537 0.00058089083827700361 0.00081343729428214225
leaf_weight=53 53 65 67 56 121 74 53 63 54 57 85 84 68 53 102 69 1508 58 57 53 56 56
leaf_count=53 53 65 67 56 121 74 53 63 54 57 85 84 68 53 102 69 1508 58 57 53 56 56
internal_value=0 0.000431723 0.000479042 0.000879545 0.000902571 0.0003861 0.000656802 0.000910715 0.000740681 0.000921508 0.000929862 0.000445152 0.000395874 0.000756684 0.000798578 0.000920674 0.000914326 0.000318883 0.000654675 0.000741725 0.000667511 0.000751287
internal_weight=0 578 513 2387 2010 337 176 1957 117 1840 1783 263 210 377 267 1698 1629 126 110 211 109 123
internal_count=2965 578 513 2387 2010 337 176 1957 117 1840 1783 263 210 377 267 1698 1629 126 110 211 109 123
is_linear=0
shrinkage=0.0032998


Tree=8360
num_leaves=19
num_cat=0
split_feature=2 14 51 2 474 2 16 9 50 1447 160 2 16 160 43 1447 403 42
split_gain=0.18404 0.126959 0.124746 0.211503 0.0987343 0.089295 0.0649228 0.0880985 0.0801159 0.13229 0.121915 0.106825 0.192403 0.106399 0.0557141 0.0466545 0.0658984 0.0442031
threshold=0.11366500000000002 0.073890000000000011 0.098910000000000012 0.16993500000000003 0.089265000000000011 0.12299 -0.5152199999999999 -1.0000000180025095e-35 0.083090000000000011 -0.085574999999999984 0.051580000000000008 0.087605000000000002 0.062910000000000008 -0.081969999999999987 -0.057539999999999994 -0.064264999999999989 0.048950000000000007 0.088060000000000013
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 17 -1 -8 9 -9 15 13 -13 -11 -7 -10 -17 -2
right_child=2 -3 -4 -5 -6 14 7 8 10 11 -12 12 -14 -15 -16 16 -18 -19
leaf_value=0.0093527177886560571 -0.0053266711742250708 0.010811786938831563 0.0065672988700637537 -0.0099259093290186284 0.008161819197383716 0.0074714692067289826 -0.0012915162829865224 -0.0035812286824800951 0.010088372815450448 0.0017801093627642618 0.013843289646942394 0.0015514356015083211 0.0070209129679229369 0.0066599537047784861 0.00064511240336180878 0.0037375732116090819 0.0099765094248130196 0.00089017669696178853
leaf_weight=77 84 95 98 54 52 52 75 62 55 158 57 662 252 658 99 292 58 52
leaf_count=77 84 95 98 54 52 52 75 62 55 158 57 662 252 658 99 292 58 52
internal_value=0 0.00476398 0.00119518 -0.000139856 0.00141368 0.000184766 0.00452444 0.00436404 0.00455302 0.00404095 0.00653534 0.00431515 0.0030614 0.00571728 0.00300781 0.00550238 0.00477659 -0.00293643
internal_weight=0 2501 491 393 339 287 2406 2329 2254 1792 462 1730 914 816 151 405 350 136
internal_count=2992 2501 491 393 339 287 2406 2329 2254 1792 462 1730 914 816 151 405 350 136
is_linear=0
shrinkage=0.16829


Tree=8361
num_leaves=17
num_cat=0
split_feature=4 49 33 0 9 1 0 3 16 52 43 1 1456 479 52 16
split_gain=0.129959 0.105649 0.10215 0.0900189 0.141774 0.117041 0.145085 0.142342 0.134573 0.0955242 0.0939647 0.0772063 0.0767706 0.0693873 0.0430828 0.0424646
threshold=0.62720500000000012 -0.23648999999999995 0.084300000000000014 -0.096849999999999978 -1.0000000180025095e-35 0.083065000000000014 -0.11214999999999999 -0.087864999999999985 -0.0030649999999999996 0.042815000000000006 -0.46052499999999996 0.10135500000000001 0.087065000000000017 0.081240000000000021 -0.010819999999999998 -0.11082499999999999
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 9 -7 11 -3 -6 -9 13 -12 -14 -8
right_child=-2 2 -4 4 10 7 15 8 -10 -11 12 -13 14 -15 -16 -17
leaf_value=0.011017863438677472 -0.0046898974560934921 0.013643688339640117 0.010895107768163093 -0.0045588277316435111 -0.0021055806939062646 -0.0074803305349034925 0.0034659360037780588 -0.00099975911957945812 -0.0066436923265168332 0.004385269890481879 0.0046949818210942568 0.0048367518133509277 -0.0034320838286469066 -0.0012902608987980153 0.003201152204927882 -0.0030647147279135685
leaf_weight=54 54 55 52 55 67 64 54 101 52 76 1908 174 54 56 57 59
leaf_count=54 54 55 52 55 67 64 54 101 52 76 1908 174 54 56 57 59
internal_value=0 0.00362738 0.00348838 0.00335174 0.00386241 0.0015821 0.00447468 -0.00021839 0.00119741 0.00828611 0.00407948 0.00268663 0.00428005 0.00452341 -9.64204e-06 4.02282e-05
internal_weight=0 2938 2884 2832 2197 635 244 391 327 131 2142 275 2075 1964 111 113
internal_count=2992 2938 2884 2832 2197 635 244 391 327 131 2142 275 2075 1964 111 113
is_linear=0
shrinkage=0.16829


Tree=8362
num_leaves=10
num_cat=0
split_feature=1453 1 147 9 0 447 51 51 13
split_gain=0.124757 0.0787684 0.0785404 0.132637 0.0725148 0.0667863 0.0582807 0.0789396 0.0599973
threshold=-0.079499999999999987 0.15314500000000003 0.08975000000000001 1.0000000180025095e-35 -0.098064999999999986 0.083310000000000009 0.15358000000000002 0.12900500000000004 -0.42516499999999996
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -4 6 7 8 -2
right_child=1 -3 4 -5 -6 -7 -8 -9 -10
leaf_value=0.0099221040973245748 0.0078764016235972883 -0.0036308311499087232 -0.0057329652087567805 0.0093460047773240816 0.0028613419951628301 0.0085678976646319793 -0.0025346606642973864 0.0086953791472872046 0.0025176691605995039
leaf_weight=70 61 54 57 91 54 56 59 63 2427
leaf_count=70 61 54 57 91 54 56 59 63 2427
internal_value=0 0.00272233 0.00284258 0.00301951 -0.00153577 0.00280289 0.00267851 0.00279978 0.00264977
internal_weight=0 2922 2868 2757 111 2666 2610 2551 2488
internal_count=2992 2922 2868 2757 111 2666 2610 2551 2488
is_linear=0
shrinkage=0.16829


Tree=8363
num_leaves=24
num_cat=0
split_feature=12 403 49 156 49 1429 1429 0 150 132 0 1427 41 0 4 4 1212 4 12 48 48 1446 49
split_gain=0.107084 0.143441 0.107625 0.107582 0.0747976 0.071999 0.103789 0.0661928 0.0623009 0.0569185 0.107328 0.0538348 0.0586322 0.107872 0.0611806 0.0599806 0.101596 0.0665123 0.0566945 0.0375247 0.0819596 0.0461729 0.0224779
threshold=0.083815000000000014 -0.056304999999999987 -0.054684999999999991 0.10510000000000001 -0.019034999999999996 0.084965000000000013 0.091465000000000005 -0.14680499999999999 -1.0000000180025095e-35 0.082230000000000011 -0.14043999999999998 0.082040000000000016 0.077915000000000012 -0.047019999999999999 -0.070654999999999982 -0.081929999999999989 0.08832000000000001 -0.079939999999999983 0.099035000000000026 0.088965000000000002 0.10145000000000001 0.037915000000000011 -0.083809999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -4 11 -7 -3 -6 10 -10 12 13 14 15 16 -2 -17 -15 21 -21 -16 -9
right_child=5 2 3 -5 8 6 -8 22 9 -11 -12 -13 -14 18 19 17 -18 -19 -20 20 -22 -23 -24
leaf_value=-0.0068245293373104575 0.0034906711562837202 0.0093789876430552532 -0.0055622847438351972 0.0077177312658671549 -0.0046767177827986249 0.012677797557128726 0.0027006773268723342 0.00090812169631433726 0.0058932184288323095 -0.0040189347303660724 0.00013495932888389698 0.0078618829893745829 -0.0019791857773729963 0.0038974811033285419 0.00067133334043587825 0.0083492618212628756 -0.0034648020615043974 0.0035195923755066065 0.010538117086635193 0.0076973508017562009 -0.00021674504932295505 0.0056214940254721872 0.0054719949683112862
leaf_weight=63 299 65 64 54 59 53 68 77 126 55 339 59 73 74 693 123 74 242 74 79 69 58 52
leaf_count=63 299 65 64 54 59 53 68 77 126 55 339 59 73 74 693 123 74 242 74 79 69 58 52
internal_value=0 0.000930875 0.00148125 0.000502588 -0.000100556 0.0030943 0.00708567 0.00498813 0.000500056 0.00109088 0.00169913 0.00284143 0.00268104 0.00287263 0.00247759 0.00361492 0.00210595 0.00515205 0.00722994 0.00154195 0.00399553 0.00105603 0.00276175
internal_weight=0 954 891 697 643 2038 121 194 579 520 465 1917 1858 1785 1637 738 373 365 148 899 148 751 129
internal_count=2992 954 891 697 643 2038 121 194 579 520 465 1917 1858 1785 1637 738 373 365 148 899 148 751 129
is_linear=0
shrinkage=0.16829


Tree=8364
num_leaves=26
num_cat=0
split_feature=1 2 12 12 2 4 52 52 42 4 1 3 4 3 14 3 1 4 479 1212 12 42 2 2 3
split_gain=6.11019 1.1019 1.07335 0.745543 0.568336 0.462516 0.454792 0.407744 0.339676 0.27033 0.209903 0.18752 0.459397 0.191858 0.161346 0.143551 0.129044 0.112499 0.111559 0.106491 0.107634 0.0918601 0.0664272 0.0480706 0.019661
threshold=0.11156000000000001 0.14253500000000002 0.056995000000000011 0.089085000000000011 0.10859000000000001 0.036605000000000006 -0.090084999999999985 0.08321000000000002 0.09087000000000002 0.50666500000000003 0.10152500000000002 -0.15755 -0.10701499999999999 -0.24149499999999999 -1.0000000180025095e-35 0.084670000000000009 0.083670000000000008 0.27420500000000009 0.080360000000000015 0.087575000000000014 0.086365000000000011 0.090045000000000014 0.10449000000000001 -0.0011799999999999998 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 6 11 -1 10 -5 -3 15 13 -13 -4 -2 -8 22 -16 19 21 -21 -14 24 -19 -7
right_child=1 9 5 8 -6 16 7 -9 -10 -11 -12 12 18 -15 17 -17 -18 23 -20 20 -22 -23 -24 -25 -26
leaf_value=0.00083886334684119999 0.00046820809556274328 0.00020153054783231462 0.00077807220676164187 0.00083620219304704002 0.0003658731060847044 0.00077884028681708434 0.00065601291182854754 0.00081627734750849823 0.00048413538822460607 -9.9832916180427655e-05 0.00033389761053316969 0.00053657802473785403 0.00082376065198797911 0.001061851211329623 0.00036944336832341323 0.00043835845131103517 0.00048970891789031144 0.00027722903879920358 0.00063765160665701394 0.00059239628268308031 0.00076766242210724717 0.00075857234836475154 0.00060252790742481058 0.00013406438777174398 0.00068318280168673464
leaf_weight=101 68 83 53 55 98 53 88 60 67 53 57 83 958 54 85 55 54 53 53 52 170 336 87 52 64
leaf_count=101 68 83 53 55 98 53 88 60 67 53 57 83 958 54 85 55 54 53 53 52 170 336 87 52 64
internal_value=0 0.000339042 0.000733907 0.000430289 0.000589552 0.000766739 0.000650177 0.000576744 0.000643143 8.38284e-05 0.000504707 0.000785961 0.000777154 0.000921617 0.0003295 0.000572546 0.000635551 0.000279672 0.000789858 0.000795156 0.000726768 0.000806861 0.000673983 0.000206664 0.000726816
internal_weight=0 516 2476 380 459 2017 361 260 122 136 200 1759 1652 107 258 143 258 190 1569 1516 222 1294 204 105 117
internal_count=2992 516 2476 380 459 2017 361 260 122 136 200 1759 1652 107 258 143 258 190 1569 1516 222 1294 204 105 117
is_linear=0
shrinkage=0.0032998


Tree=8365
num_leaves=27
num_cat=0
split_feature=4 12 12 11 16 42 124 11 15 4 156 51 16 4 4 42 12 4 43 1213 16 51 4 52 51 133
split_gain=11.9246 3.71316 1.08488 0.825902 0.773584 0.51567 0.525192 0.484368 0.364914 0.340569 0.304824 0.272606 0.366351 0.27231 0.21693 0.158728 0.149375 0.143073 0.124638 0.166411 0.107678 0.148748 0.0999 0.0834512 0.0764187 0.0510777
threshold=0.31392000000000003 0.056995000000000011 0.13642500000000005 1.0000000180025095e-35 0.15273500000000004 -0.0047199999999999994 -1.0000000180025095e-35 0.081130000000000022 -0.40992999999999996 0.6224900000000001 0.088735000000000022 0.088940000000000005 -0.0088649999999999996 0.054720000000000012 -0.46195999999999998 0.086855000000000016 -0.090069999999999997 0.41377500000000006 -0.00045499999999999995 -0.078199999999999978 -0.13800499999999996 -0.42947499999999994 -0.080954999999999985 -0.046194999999999993 -1.0000000180025095e-35 0.031880000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 10 5 -1 16 -5 9 15 13 12 -8 18 -6 -2 -7 -10 22 -20 25 -22 -3 -12 -9 -15
right_child=8 2 -4 7 14 6 11 24 17 -11 23 -13 -14 20 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27
leaf_value=0.0010606062015204468 0.00069054524249763914 0.0012398885628990286 0.00071718669984947392 0.0016610332424400914 0.0012305568486714184 0.00066648663392948474 0.0010237832962097524 0.0013612635958465649 0.00040552095458572197 0.00030379120182976008 0.00089623651859687509 0.00067635584300361018 0.00068381180570214106 0.0010468452660513054 0.00093761097672473512 0.00046099281655880247 0.00041702021554110139 0.00017386949152173312 0.0012801570641275486 0.001092388028487206 0.0011030867427474123 0.00085063173672334414 0.001173113530042007 0.0010762374516437847 0.0011851653151582328 0.0011997276937878731
leaf_weight=63 84 408 59 52 60 53 100 61 53 62 58 93 54 52 54 56 54 66 65 307 52 54 739 63 58 57
leaf_count=63 84 408 59 52 60 53 100 61 53 62 58 93 54 52 54 56 54 66 65 307 52 54 739 63 58 57
internal_value=0 0.00109702 0.00115981 0.00117268 0.000850428 0.000784275 0.000734997 0.0013931 0.000422945 0.000508549 0.00115234 0.00081893 0.000904801 0.00116363 0.0010921 0.000598976 0.000540917 0.000277338 0.00117938 0.00112529 0.00105219 0.00097481 0.0011969 0.000990247 0.00127573 0.00112712
internal_weight=0 2616 2085 2026 531 417 354 171 321 202 1855 247 154 1734 114 140 107 119 1519 372 215 106 1147 121 119 109
internal_count=2937 2616 2085 2026 531 417 354 171 321 202 1855 247 154 1734 114 140 107 119 1519 372 215 106 1147 121 119 109
is_linear=0
shrinkage=0.0032998


Tree=8366
num_leaves=22
num_cat=0
split_feature=1 1 12 12 10 3 4 4 51 51 1 3 4 12 3 3 42 156 1 3 4
split_gain=5.96474 0.987671 0.846038 0.56097 0.477129 0.463598 0.338863 0.265507 0.313253 0.250722 0.22056 0.183931 0.644116 0.195097 0.137768 0.148025 0.225462 0.132589 0.0904522 0.0809194 0.0793324
threshold=0.10398500000000001 0.13074500000000003 0.085075000000000026 -0.032329999999999991 -0.0062549999999999993 -0.15105999999999997 -0.041239999999999992 0.082475000000000007 0.081260000000000013 0.0033150000000000007 0.092845000000000025 0.088880000000000015 -0.029404999999999997 0.11619500000000001 -0.012814999999999998 -0.081224999999999978 0.084495000000000015 0.088735000000000022 0.11561500000000001 0.12955000000000003 0.50214500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 10 -3 9 -4 8 -2 -5 -1 13 -13 14 15 17 -17 -7 -8 -6 -9
right_child=1 4 6 5 19 11 18 20 -10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 -22
leaf_value=0.00073324520739459628 0.0001586333528169328 2.9166623027728487e-05 0.000951830764350812 0.00087887878945397673 0.00029859139214017652 0.0008619267732266529 0.00072740332232981047 0.00060517173220258876 0.00049305824217131056 0.0011713993799134213 0.00046161695382796196 0.00094155066205701824 0.00047844228707853248 0.00066733326381086182 0.00096671384435149086 0.00067033537475479218 0.00082221185057743465 0.00069506423784191404 0.00054922471134413384 0.00045115444341142796 0.00044148683176145821
leaf_weight=74 64 60 52 66 77 1030 62 75 59 65 60 63 69 80 87 140 489 57 68 79 61
leaf_count=74 64 60 52 66 77 1030 62 75 59 65 60 63 69 80 87 140 489 57 68 79 61
internal_value=0 0.000463018 0.00055264 0.000820011 0.000279876 0.00083299 0.00072534 0.000431148 0.000319335 0.00102429 0.000611884 0.000820536 0.000699738 0.000828985 0.000836138 0.000829497 0.000788464 0.000853209 0.000634473 0.000376077 0.000532013
internal_weight=0 657 441 2280 216 2146 182 259 123 131 134 2015 132 1883 1803 1716 629 1087 130 156 136
internal_count=2937 657 441 2280 216 2146 182 259 123 131 134 2015 132 1883 1803 1716 629 1087 130 156 136
is_linear=0
shrinkage=0.0032998


Tree=8367
num_leaves=19
num_cat=0
split_feature=3 13 10 0 0 4 4 15 15 52 3 1456 1186 52 13 52 52 1
split_gain=0.206961 0.362106 0.246164 0.140334 0.142507 0.139582 0.131384 0.420607 0.178698 0.150336 0.120524 0.101184 0.0706926 0.0710664 0.0772958 0.0500099 0.0320704 0.0136855
threshold=-0.15288999999999997 0.076825000000000018 -0.089679999999999982 -0.10028499999999999 0.098975000000000021 -0.42305999999999994 0.078235000000000013 -0.015104999999999999 -0.040769999999999994 -0.082384999999999986 0.11878500000000002 -0.16130999999999998 0.048730000000000002 0.093130000000000004 0.17888000000000001 0.14295500000000003 0.047800000000000009 0.089895000000000017
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 6 11 -3 7 9 10 -4 16 -5 13 14 -13 -15 -8 -11
right_child=2 5 3 4 -6 -7 8 -9 -10 17 -12 12 -14 15 -16 -17 -18 -19
leaf_value=0.017380024506028446 -0.0049856905781259864 0.0089243569193443416 0.010287477819793295 -0.001549459138568626 -0.0023146054101696695 -0.0020135377451170849 0.0027077492746559995 -0.010683587123718245 0.012955934095146658 0.0018842904167017775 -0.0040405427975453373 0.0044279720949726058 0.010882973079794144 0.0093180501854030883 0.010258942044091304 0.0056151657888609229 0.0078637543835889945 -0.0019407770134461377
leaf_weight=94 82 69 65 60 73 63 83 83 56 54 61 1415 66 180 68 253 60 52
leaf_count=94 82 69 65 60 73 63 83 83 56 54 61 1415 66 180 68 253 60 52
internal_value=0 0.00939226 0.00408424 0.00436782 0.00497447 0.00369039 0.0018681 -0.000848125 0.00452856 0.00391531 0.00220635 0.00523593 0.00544225 0.0052539 0.00469655 0.00715862 0.00488367 0
internal_weight=0 226 2711 2629 2115 132 514 254 260 171 204 2042 1982 1916 1483 433 143 106
internal_count=2937 226 2711 2629 2115 132 514 254 260 171 204 2042 1982 1916 1483 433 143 106
is_linear=0
shrinkage=0.16829


Tree=8368
num_leaves=19
num_cat=0
split_feature=3 13 9 4 1 12 157 1373 150 133 483 1456 484 52 158 12 1 13
split_gain=0.143062 0.251065 0.185976 0.0942247 0.0867221 0.100122 0.0926575 0.0781726 0.0606753 0.0584966 0.0582345 0.065151 0.147331 0.0899964 0.0748204 0.044662 0.0890773 0.0401616
threshold=-0.15288999999999997 0.066620000000000026 0.09011000000000001 -0.42305999999999994 0.10575500000000002 -0.082654999999999992 -0.06266999999999999 0.081160000000000024 0.081245000000000026 0.085650000000000018 -0.095689999999999983 -0.073119999999999991 -0.011659999999999998 0.51136500000000018 0.084965000000000027 0.088365000000000013 0.12829500000000002 -0.078439999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -3 7 9 -7 10 15 -6 -2 12 -12 14 -13 16 -8 -14
right_child=2 3 -4 -5 5 6 8 -9 -10 -11 11 13 17 -15 -16 -17 -18 -19
leaf_value=0.014524717147259629 0.0084098155193109547 0.0074224788377416683 -0.0060182314184150593 -0.0015237498723367914 0.0084700005722443614 -0.0064796184417554624 -0.006641379872688623 -0.0022950624036842259 0.0052202258690535351 0.0015653489643431104 -0.0063761057642665779 0.0038493744523485683 0.0014044077856547347 0.010930380837942599 0.0086037920880160153 0.0025130188533666791 0.0022605005656999334 0.0077430941007708342
leaf_weight=93 91 69 58 64 78 52 65 53 79 64 54 1685 64 57 100 97 62 52
leaf_count=93 91 69 58 64 78 52 65 53 79 64 54 1685 64 57 100 97 62 52
internal_value=0 0.00781164 0.00339724 0.00310402 0.00360376 0.0015938 7.7977e-05 0.00406626 0.0012093 0.0053707 0.00422744 0.00403738 0.000871843 0.00432856 0.00411673 -0.000197244 -0.00228143 0.00426138
internal_weight=0 226 2711 133 2653 497 355 2156 303 142 2103 2012 170 1842 1785 224 127 116
internal_count=2937 226 2711 133 2653 497 355 2156 303 142 2103 2012 170 1842 1785 224 127 116
is_linear=0
shrinkage=0.16829


Tree=8369
num_leaves=23
num_cat=0
split_feature=1 155 123 1 0 47 13 13 0 0 42 42 159 1 49 43 0 43 0 42 1 159
split_gain=5.29276 1.09928 0.680109 0.573209 0.40549 0.290716 0.198762 0.188351 0.185145 0.165913 0.192086 0.395183 0.148876 0.128945 0.126633 0.116322 0.110858 0.0960116 0.082464 0.0756964 0.0572853 0.00795677
threshold=0.10398500000000001 0.098655000000000007 0.081630000000000022 0.13662500000000002 -0.22984499999999997 0.078345000000000012 -0.085684999999999997 -0.00080499999999999983 -0.14920999999999998 -0.099704999999999974 0.085915000000000005 -1.0000000180025095e-35 0.079875000000000015 0.12072500000000001 -1.0000000180025095e-35 -0.077614999999999976 0.12441000000000001 0.31405000000000005 -0.10071499999999999 0.084185000000000024 0.11215000000000001 0.11228
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 -1 7 -5 13 -6 10 11 -10 16 20 -9 19 17 -11 -7 -14 -2 -17
right_child=1 -3 -4 6 8 18 -8 14 9 12 -12 -13 15 -15 -16 21 -18 -19 -20 -21 -22 -23
leaf_value=0.00050911669823555726 0.00028763831949306563 0.00082240273912779138 0.00044022500124271462 5.0291932069246685e-05 0.00090511437365601265 0.00045415664840274474 0.00028795385545531669 0.0005665249299661618 0.00076632278665164069 0.00078006038398628131 0.00079908606387491432 0.00036338610144751005 0.00068533222016025003 0.00016739757201796325 0.00036091977907461197 0.00071642722486602213 0.00061751186423644397 0.00065439362548733073 0.00062801934375330702 0.00050856383609950643 0.00043574612142228183 0.00078812104424221799
leaf_weight=76 64 61 82 68 89 55 89 63 53 1520 60 54 57 60 71 52 53 73 71 54 55 57
leaf_count=76 64 61 82 68 89 55 89 63 53 1520 60 54 57 60 71 52 53 73 71 54 55 57
internal_value=0 0.000400052 0.000736336 0.000356766 0.000747367 0.000418028 0.000185242 0.000363821 0.000755883 0.000749333 0.000648225 0.000563301 0.000758363 0.000293236 0.000457848 0.000676405 0.000769296 0.000774324 0.000552407 0.000599654 0.000356388 0.000754242
internal_weight=0 657 2280 596 2198 439 157 313 2122 2033 167 107 1866 179 134 220 1646 1593 126 111 119 109
internal_count=2937 657 2280 596 2198 439 157 313 2122 2033 167 107 1866 179 134 220 1646 1593 126 111 119 109
is_linear=0
shrinkage=0.0032998


Tree=8370
num_leaves=14
num_cat=0
split_feature=10 12 3 1 43 1452 1454 1456 3 3 1 2 3
split_gain=0.132962 0.207778 0.178923 0.169348 0.117452 0.109792 0.0751449 0.106938 0.106803 0.0652677 0.0628026 0.117515 0.092192
threshold=0.057650000000000007 -0.14750499999999997 -0.16100499999999998 0.10075500000000003 0.0055950000000000001 0.086470000000000005 0.075770000000000018 -0.091834999999999986 0.092005000000000017 -0.24156999999999998 0.14533000000000004 -1.0000000180025095e-35 -0.082204999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 5 10 6 7 -4 -9 -3 11 -5 -13
right_child=-2 2 3 4 -6 -7 -8 8 -10 -11 -12 12 -14
leaf_value=0.012136449693570767 -0.0037440255141182022 0.0054789254683416666 0.010607580253338578 -0.0068899736503018928 -0.0072815101221652481 0.0090377831641434373 -0.001349010899273506 0.0033941351803250886 -0.0029545653841177972 0.013216083986215488 0.0063307533076307036 -0.0045837340554358312 0.0023694576017701634
leaf_weight=72 80 66 56 57 55 93 101 1804 78 60 54 64 342
leaf_count=72 80 66 56 57 55 93 101 1804 78 60 54 64 342
internal_value=0 0.00320072 0.00297274 0.00268295 0.000108481 0.00337282 0.00311356 0.00334705 0.00313006 0.00917755 0.000898126 0.000260635 0.00126896
internal_weight=0 2902 2830 2704 572 2132 2039 1938 1882 126 517 463 406
internal_count=2982 2902 2830 2704 572 2132 2039 1938 1882 126 517 463 406
is_linear=0
shrinkage=0.16829


Tree=8371
num_leaves=16
num_cat=0
split_feature=31 10 3 1 44 3 2 376 42 51 403 403 133 16 2
split_gain=0.113597 0.175526 0.103995 0.105756 0.140779 0.141558 0.165368 0.116046 0.0945035 0.0806879 0.0800205 0.162426 0.0755055 0.051026 0.0288605
threshold=-0.080884999999999985 0.057650000000000007 -0.16100499999999998 0.077375000000000013 1.0000000180025095e-35 -0.088584999999999983 0.083725000000000008 0.084125000000000019 0.11603500000000001 -0.15136499999999997 -0.23413499999999995 -0.11175999999999998 0.10645500000000001 0.39813000000000004 0.087445000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 8 5 6 -5 9 10 -7 14 -12 -13 -2 -4
right_child=1 -3 3 4 -6 7 -8 -9 -10 -11 11 12 -14 -15 -16
leaf_value=0.0096443263906763627 0.010447754211439697 -0.0062176355668592019 -0.0032960430982290445 0.0013779919263889409 0.0097334400156149758 -0.0029778756206917355 -0.0090178853412414724 -0.005197340659876537 -0.0019410422593238365 0.0025442000163976579 0.013075599858557529 0.0033125750678076314 0.0091399450252560455 0.0034554517364195083 0.0016728512196790141
leaf_weight=62 68 66 53 89 52 82 84 67 92 839 54 1165 67 54 88
leaf_count=62 68 66 53 89 52 82 84 67 92 839 54 1165 67 54 88
internal_value=0 0.00235455 0.00255341 0.00233778 0.00116377 0.0007784 -0.00365933 0.00155727 0.00327409 0.0020506 0.00361158 0.00402893 0.00363094 0.00736753 -0.000182148
internal_weight=0 2920 2854 2732 1213 1161 173 988 1519 921 1427 1286 1232 122 141
internal_count=2982 2920 2854 2732 1213 1161 173 988 1519 921 1427 1286 1232 122 141
is_linear=0
shrinkage=0.16829


Tree=8372
num_leaves=23
num_cat=0
split_feature=49 147 31 15 12 4 1 1 13 3 49 160 12 160 43 12 13 3 49 484 3 15
split_gain=0.13439 0.131905 0.0949725 0.0711964 0.217347 0.29997 0.119085 0.0841245 0.122181 0.100632 0.100393 0.0920912 0.072269 0.0678313 0.0671722 0.0598262 0.125945 0.0748831 0.0540301 0.0361127 0.0473148 0.0276874
threshold=-0.22463499999999997 0.090425000000000019 -0.080884999999999985 -0.0044499999999999991 0.082595000000000016 -0.075324999999999989 0.084775000000000003 0.095085000000000017 -0.085919999999999982 -0.070724999999999996 -0.07929499999999999 -0.088099999999999984 0.084565000000000015 -0.066074999999999981 -0.064179999999999987 -1.0000000180025095e-35 -0.062109999999999992 0.13772500000000001 0.083250000000000005 0.082140000000000005 -0.094334999999999988 -0.09053499999999999
decision_type=2 2 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 7 5 6 -5 8 13 11 -9 -10 -6 21 -11 16 -12 -17 -15 20 -14 -4
right_child=1 -3 3 4 12 -7 -8 10 9 14 15 -13 19 18 -16 17 -18 -19 -20 -21 -22 -23
leaf_value=0.010044362320880252 0.0089884606721797322 -0.0046822945052191808 0.01139449576013821 0.0093749707843732797 -0.0025472627182862627 0.018825148488613799 -0.0010196919384914249 -0.0071399933299780716 -0.004962907334108509 0.0093910072142430467 0.0013438534987668417 0.00085164439821509277 0.0049832767727688299 -4.625165635725273e-05 0.0023064995849364479 0.0028865857079201211 -0.0076608616777507476 -0.0039814344585907789 0.006605723714083956 -0.0018873928578332095 0.0020577662256442584 0.0058728689164309093
leaf_weight=59 56 83 52 58 90 54 67 57 97 52 115 376 197 77 144 264 71 54 62 52 790 55
leaf_count=59 56 83 52 58 90 54 67 57 97 52 115 376 197 77 144 264 71 54 62 52 790 55
internal_value=0 0.0019239 0.0021176 0.00197874 0.00288374 0.00833512 0.00378906 0.00117554 0.0021707 0.000988163 -0.000444379 -0.000336971 0.00201784 0.00537932 0.00419523 0.000309299 -0.00208377 0.00171467 0.00290789 0.00241501 0.0026435 0.00857307
internal_weight=0 2923 2840 2784 1308 179 125 1476 915 669 561 473 1129 246 196 504 186 318 139 1039 987 107
internal_count=2982 2923 2840 2784 1308 179 125 1476 915 669 561 473 1129 246 196 504 186 318 139 1039 987 107
is_linear=0
shrinkage=0.16829


Tree=8373
num_leaves=12
num_cat=0
split_feature=39 12 10 1452 475 52 16 15 52 43 12
split_gain=0.13393 0.0902243 0.0702009 0.0581603 0.0675578 0.0890037 0.080707 0.313912 0.0825941 0.0629718 0.0459394
threshold=0.11742500000000002 -0.14750499999999997 -0.089679999999999982 0.086470000000000005 -0.085599999999999996 -0.54933499999999991 0.25032500000000008 -0.046109999999999991 0.12432000000000001 -0.082024999999999987 0.090400000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 9 -6 8 -8 -7 -4 -5
right_child=-2 2 3 10 5 6 7 -9 -10 -11 -12
leaf_value=0.0080676879334209747 -0.0055867711666805538 -0.0043509728081910217 -0.006286727380761037 0.0084468311609763765 0.007761144885784727 0.0016259636866297624 0.0025837105707565305 -0.011163277621574616 0.0044808936810222929 0.00086983718476788181 0.0017658295352253985
leaf_weight=66 69 52 55 67 72 1879 170 65 340 94 53
leaf_count=66 69 52 55 67 72 1879 170 65 340 94 53
internal_value=0 0.0019087 0.00176529 0.00187972 0.00171615 0.00192189 0.00174984 -0.001211 0.00206421 -0.00175979 0.00551103
internal_weight=0 2913 2847 2795 2675 2526 2454 235 2219 149 120
internal_count=2982 2913 2847 2795 2675 2526 2454 235 2219 149 120
is_linear=0
shrinkage=0.16829


Tree=8374
num_leaves=26
num_cat=0
split_feature=4 3 2 12 0 0 4 0 2 3 3 3 12 0 157 401 0 4 2 401 3 12 4 151 12
split_gain=5.44457 1.87718 0.66367 0.829195 0.460875 0.394689 0.312622 0.216833 0.213107 0.212744 0.178624 0.173253 0.15264 0.303598 0.252059 0.224062 0.197742 0.123079 0.111918 0.0967611 0.0948796 0.068997 0.0526507 0.0350675 0.00953555
threshold=0.27258000000000004 -0.066229999999999997 0.12068000000000001 -1.0000000180025095e-35 -0.14920999999999998 -0.10726999999999999 -0.0029949999999999998 -0.15184499999999998 0.12068000000000001 0.10402500000000002 -0.021559999999999996 -0.034509999999999992 0.090285000000000018 -0.11167499999999998 -0.073894999999999988 0.078330000000000025 -0.095324999999999979 0.0011850000000000003 0.088710000000000011 0.10022000000000002 0.12168500000000002 0.09091500000000001 0.097095000000000015 -1.0000000180025095e-35 -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
left_child=1 4 3 6 -1 7 18 23 12 11 -7 -5 13 -6 -14 16 -15 -13 -3 -17 -4 -16 -23 -2 -12
right_child=5 2 20 9 8 10 -8 -9 -10 -11 24 17 14 15 21 19 -18 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.0014153921724009144 0.00072710740784958532 0.0005683871278224815 0.00078143134738120504 0.00099980421260344567 0.00089590019282334468 0.00064574370092800449 0.0009437328116834896 0.00091525063325231034 0.00090153633655675489 0.00092998956139579052 0.0004701560920939302 0.0011192966630572535 0.00087374076185494677 0.0013167474496665653 0.00097792423332510102 0.0014034604941433049 0.0011227505663556163 0.0013236705083636982 0.00078003294937827288 0.0012044013358293853 0.00059398722122307071 0.0011150959117291967 0.00099877396178915884 0.00060309747951637152 0.00039924638011670078
leaf_weight=56 52 52 67 85 53 77 93 56 54 90 54 99 61 64 54 52 815 52 62 65 57 647 52 60 53
leaf_count=56 52 52 67 85 53 77 93 56 54 90 54 99 61 64 54 52 815 52 62 65 57 647 52 60 53
internal_value=0 0.00106708 0.000914009 0.000964766 0.00111803 0.000629819 0.000800753 0.000745952 0.00110932 0.0010688 0.000523594 0.00112159 0.00111533 0.00114223 0.00108061 0.00115531 0.00113692 0.00118991 0.000683802 0.00129317 0.000695552 0.00109732 0.00110649 0.000660988 0.000435362
internal_weight=0 2630 657 533 1973 352 207 168 1917 326 184 236 1863 1049 814 996 879 151 114 117 124 753 699 112 107
internal_count=2982 2630 657 533 1973 352 207 168 1917 326 184 236 1863 1049 814 996 879 151 114 117 124 753 699 112 107
is_linear=0
shrinkage=0.0032998


Tree=8375
num_leaves=28
num_cat=0
split_feature=1 1 16 0 1 160 1 132 47 16 1 160 0 16 16 1 1 42 16 16 0 1375 42 42 43 0 160
split_gain=6.39188 1.03618 0.787853 0.432481 0.32086 0.306064 0.287584 0.264485 0.224796 0.186902 0.238724 0.164588 0.163556 0.165091 0.151055 0.142619 0.139743 0.136009 0.13511 0.132017 0.110955 0.109662 0.0907508 0.0727703 0.0675218 0.0632215 0.0222806
threshold=0.10123500000000001 0.13074500000000003 0.23599500000000004 -0.071299999999999988 0.14860500000000001 -0.077899999999999983 0.091395000000000018 0.080815000000000012 0.08801500000000001 -0.28430999999999995 0.10781 0.10460500000000002 -0.15445999999999996 -0.17773999999999998 0.041025000000000006 0.078320000000000015 0.090880000000000016 0.086855000000000016 -0.078829999999999983 -0.072034999999999988 -0.079794999999999991 -0.083119999999999986 -0.051634999999999993 0.11424500000000001 -0.079944999999999988 -0.046614999999999997 0.26673500000000006
decision_type=2 2 2 2 2 2 2 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 19 -2 11 15 9 -7 -11 12 -1 -14 21 17 -17 22 -8 -3 -20 -15 -5 -19 -16 -4 -13
right_child=1 4 25 7 -6 8 18 -9 -10 10 -12 26 13 14 24 16 -18 23 20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00095188768604305093 0.00060961364422577001 0.00023426684568059498 0.00082771901373189071 0.0006756031321927448 3.4621717714122088e-05 0.00046206124532151115 0.00054503290413725485 0.00045503406241226128 0.00054728589498262285 8.7240626568956534e-05 0.00035791528801970953 0.00062866655586655943 0.00067828107372460843 0.0009802413595731 0.00078564661204990477 0.00093377099379310651 0.00069074762197586959 0.00079794388849423312 0.00064376226857810461 0.00043778498165513406 0.00083456645842737724 0.00082423365546727633 0.00048548737258671544 0.00063506918497996346 0.00063510339585546205 0.00066121430297798583 0.00073338569957684722
leaf_weight=96 79 98 55 55 68 78 62 53 67 55 102 53 101 54 73 52 55 82 74 55 65 1098 59 52 66 52 53
leaf_count=96 79 98 55 55 68 78 62 53 67 55 102 53 101 54 73 52 55 82 74 55 65 1098 59 52 66 52 53
internal_value=0 0.000411551 0.000496502 0.000771895 0.000223806 0.000426023 0.000794048 0.000674344 0.000377882 0.000329433 0.000263317 0.000808992 0.000818061 0.000808806 0.00081899 0.000706987 0.000809182 0.000662752 0.000675362 0.000307657 0.000733241 0.000831577 0.000577519 0.000735002 0.000714419 0.00074713 0.000681358
internal_weight=0 709 488 2203 221 381 1795 408 302 235 157 1594 1488 1392 1291 355 107 248 201 153 139 1152 114 134 139 107 106
internal_count=2912 709 488 2203 221 381 1795 408 302 235 157 1594 1488 1392 1291 355 107 248 201 153 139 1152 114 134 139 107 106
is_linear=0
shrinkage=0.0032998


Tree=8376
num_leaves=21
num_cat=0
split_feature=4 0 4 376 150 0 0 0 159 4 0 157 159 159 43 4 0 0 150 16
split_gain=4.17059 1.11798 1.10568 0.532297 0.388018 0.579833 0.406815 0.380433 0.26268 0.238711 0.219541 0.216616 0.199125 0.187261 0.165025 0.111584 0.11096 0.0562683 0.0491611 0.0267423
threshold=0.27420500000000009 -0.044434999999999995 -0.17568999999999999 0.048375000000000008 0.082085000000000019 -0.11262999999999999 -0.15651999999999996 -0.088144999999999987 0.087060000000000012 0.043640000000000005 -0.081224999999999978 -0.0048549999999999991 0.089030000000000012 0.08573500000000002 -0.0039049999999999992 -0.47860499999999995 -0.12851999999999997 -0.18713499999999997 0.10294000000000002 -0.10064999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 4 6 -6 -1 16 -9 10 12 -3 -8 19 -12 -13 17 -2 -7 -11
right_child=7 2 -4 -5 5 18 9 8 -10 13 14 15 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0010129469997973339 0.00045049920057050377 0.00084548350315776779 0.00026426619409994161 0.00048764297149468704 0.00043352873799720184 0.0008413063871612474 0.00084822544265522571 9.5108845354308443e-05 0.00039227865901940841 0.00068745184915611451 0.00078844037253325984 0.0006950104438785816 0.0006785101835919639 0.00084963048455362897 0.00067143098459228085 0.00051071973674455976 0.00055091814071044087 0.00030362258585146768 0.00071901509736842532 0.000609523199276893
leaf_weight=90 63 68 96 71 85 69 855 82 54 113 440 90 85 68 195 63 68 56 92 109
leaf_count=90 63 68 96 71 85 69 855 82 54 113 440 90 85 68 195 63 68 56 92 109
internal_value=0 0.000744534 0.00056055 0.000770189 0.000779287 0.000654959 0.000794913 0.000346655 0.000213362 0.000784373 0.000800543 0.000689093 0.000832916 0.000696432 0.000752564 0.000619356 0.000443408 0.000381677 0.000771644 0.000649348
internal_weight=0 2589 317 2272 2201 246 1955 323 136 1865 1575 221 940 290 635 153 187 119 161 222
internal_count=2912 2589 317 2272 2201 246 1955 323 136 1865 1575 221 940 290 635 153 187 119 161 222
is_linear=0
shrinkage=0.0032998


Tree=8377
num_leaves=12
num_cat=0
split_feature=10 10 1213 52 1213 49 160 39 49 43 33
split_gain=0.149732 0.133277 0.104205 0.117848 0.110374 0.0930194 0.126176 0.117301 0.117063 0.0954202 0.0653927
threshold=-0.013164999999999998 0.043560000000000008 -0.087049999999999975 0.081010000000000013 -0.14868999999999996 -0.14998499999999998 -0.53327999999999987 0.10096000000000001 0.15171000000000004 -0.14968999999999996 0.080895000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 -5 -4 -7 8 9 -8 -1
right_child=1 -3 5 4 -6 6 7 -9 -10 -11 -12
leaf_value=-0.0053509579176898936 0.0037889762138887339 -0.0024464251229734287 0.0095550692744527377 0.0063367873300054596 0.017376203366041332 -0.0025010188750618475 0.0082806093914372172 -0.0017372821048622989 -0.0022921311033082376 0.0041251857244156281 0.0024699069859500915
leaf_weight=70 102 87 81 52 52 88 171 97 75 1984 53
leaf_count=70 102 87 81 52 52 88 171 97 75 1984 53
internal_value=0 0.00402377 0.00423277 0.00787934 0.0118738 0.00393109 0.00374172 0.00397857 0.004228 0.00445575 -0.00196639
internal_weight=0 2789 2702 206 104 2496 2415 2327 2230 2155 123
internal_count=2912 2789 2702 206 104 2496 2415 2327 2230 2155 123
is_linear=0
shrinkage=0.16829


Tree=8378
num_leaves=31
num_cat=0
split_feature=1 1 151 0 1 47 1 159 14 39 15 0 15 1 15 1 51 0 15 15 0 0 15 401 15 15 1210 130 1 1
split_gain=10.1749 3.01239 0.762677 0.599927 0.585818 0.506529 0.477454 0.34873 0.342202 0.329109 0.304632 0.282138 0.24544 0.195649 0.177505 0.249423 0.217971 0.168703 0.132493 0.120761 0.151276 0.118394 0.0880458 0.112936 0.0694422 0.0592637 0.040179 0.0909839 0.0378088 0.0299402
threshold=0.10123500000000001 0.13074500000000003 -0.03268999999999999 -0.069414999999999991 0.15099500000000002 0.087850000000000025 0.090650000000000022 0.077080000000000023 0.064610000000000015 0.08955500000000001 0.087450000000000014 -0.10028499999999999 -0.063834999999999989 0.11649500000000002 -1.0000000180025095e-35 1.0000000180025095e-35 -0.020969999999999996 -0.11167499999999998 0.081625000000000017 -0.15973499999999999 -0.11073999999999999 -0.079249999999999987 0.087670000000000012 0.086655000000000024 0.088595000000000021 0.025430000000000005 -0.004814999999999999 -0.00054499999999999991 0.094165000000000013 0.10790500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 6 9 7 8 17 18 -3 11 -8 -2 -7 16 25 -5 -4 19 -1 -21 -22 26 24 -24 -16 -20 -28 -12 -19
right_child=1 4 5 14 -6 13 10 -9 -10 -11 28 -13 -14 -15 15 -17 -18 29 22 20 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.001232364255462446 0.00046824922231805503 0.00053335226005875606 0.00069493902083826264 0.00097997024469034084 2.3473879649502257e-05 0.001187273727218003 0.00068479299400412775 0.00054630533487018212 0.0013309220435730239 0.00023013728661847938 0.0010295918308804971 0.0010007640298650105 0.00074531724947764038 0.00090156761109466915 0.0010098263513599157 0.0011471273409403104 0.00069516878365636552 0.00097448986674330185 0.0011201953529520281 0.0009508291025569519 0.0011092612733210607 0.00097437593057180915 0.00097760059430208098 0.0012420038748510603 0.0011107010472909346 0.00086652930845678767 0.001131979366409253 0.0012717849284490984 0.0011582654132859639 0.00085787858468049571
leaf_weight=58 93 95 57 66 59 54 59 58 85 67 65 67 57 54 57 90 55 59 78 102 548 87 56 67 293 88 93 135 54 56
leaf_count=58 93 95 57 66 59 54 59 58 85 67 65 67 57 54 57 90 55 59 78 102 548 87 56 67 293 88 93 135 54 56
internal_value=0 0.000625509 0.000770303 0.00108013 0.000305625 0.000857417 0.00110416 0.0007693 0.00112505 0.000408166 0.000967467 0.000853089 0.00057377 0.00104475 0.000955363 0.00100905 0.000850806 0.000844291 0.00111349 0.00108329 0.00107151 0.00109084 0.00114669 0.0011141 0.00108944 0.000923103 0.00119088 0.00121491 0.00108828 0.000918012
internal_weight=0 709 488 2203 221 338 1847 230 1602 162 245 126 150 108 356 235 121 172 1517 795 737 635 722 416 349 145 306 228 119 115
internal_count=2912 709 488 2203 221 338 1847 230 1602 162 245 126 150 108 356 235 121 172 1517 795 737 635 722 416 349 145 306 228 119 115
is_linear=0
shrinkage=0.0032998


Tree=8379
num_leaves=18
num_cat=0
split_feature=0 48 52 16 16 481 13 11 43 3 4 12 16 51 48 12 12
split_gain=0.356962 0.279925 0.271806 0.341412 0.101315 0.091768 0.0942658 0.119305 0.103411 0.150289 0.12542 0.136895 0.0991532 0.0666591 0.0601063 0.019388 0.0120285
threshold=-0.029849999999999998 0.089025000000000007 0.029970000000000007 0.014185000000000001 0.52131500000000008 0.063455000000000011 -0.17030499999999998 0.08326500000000002 -0.11158 -0.10175499999999998 -0.068329999999999988 0.083785000000000012 -0.0018499999999999999 0.12162000000000002 0.036755000000000003 0.086850000000000024 0.10383500000000001
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 -5 6 14 8 12 -10 11 -11 15 -12 -1 -8 -17
right_child=1 -3 -4 4 -6 -7 7 -9 9 10 13 -13 -14 -15 -16 16 -18
leaf_value=0.0030014327148690421 -0.011651804753281231 -0.012546543278706888 0.0096012766213604116 0.0060232585100986292 -0.0028043157711940773 0.010688781019637616 0.0028256812972582567 0.011508616682929598 -0.0047946336865038281 0.012496055440954258 0.0035695249871319423 0.0052061499898754483 0.012791309280287448 -0.0015554770706198147 -0.0042833410758009562 0.0080710630652225408 0.0046353242286469318
leaf_weight=79 72 52 75 90 62 68 56 70 53 83 1188 632 75 76 54 74 53
leaf_count=79 72 52 75 90 62 68 56 70 53 83 1188 632 75 76 54 74 53
internal_value=0 -0.00114823 0.000828077 -0.00210136 0.00241072 0.00457059 0.00440298 0.00464866 0.00443818 0.00403333 0.00427066 0.0060549 0.00761979 0.00325995 3.01968e-05 0.0054905 0.0066514
internal_weight=0 351 299 224 152 2561 2493 2360 2290 2032 1979 715 258 1264 133 183 127
internal_count=2912 351 299 224 152 2561 2493 2360 2290 2032 1979 715 258 1264 133 183 127
is_linear=0
shrinkage=0.16829


Tree=8380
num_leaves=20
num_cat=0
split_feature=1 52 39 13 14 15 148 1 13 15 16 52 49 480 1 39 15 15 13
split_gain=11.2259 2.17 1.09609 1.05352 0.725584 0.611103 0.807448 0.561082 0.404263 0.287873 0.266371 0.221136 0.161468 0.140018 0.136355 0.0980037 0.0876521 0.144614 0.0674426
threshold=0.10398500000000001 -0.41694999999999993 0.0039300000000000003 -0.36115499999999995 0.064610000000000015 -0.26361999999999991 -1.0000000180025095e-35 0.088035000000000016 -0.026489999999999996 -0.43091499999999999 -0.50720999999999983 -0.062309999999999997 0.12603000000000003 -1.0000000180025095e-35 0.13654500000000003 0.08955500000000001 -0.12776499999999999 -0.092489999999999989 -0.085414999999999991
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 14 10 9 -7 -4 18 15 -1 -10 13 -12 -3 -5 -15 -18 -8
right_child=1 3 7 5 -6 6 8 -9 11 -11 12 -13 -14 16 -16 -17 17 -19 -20
leaf_value=0.00064880511773751431 0.00092329279525205543 0.00016833654334074248 0.00078463403199317198 0.00040713997640640272 0.0011999228936274821 0.00013023645627204293 0.00063335923633748171 0.00035024735935563291 0.00030065309154261085 3.1873333353227988e-05 0.00074909210141849874 0.00056258069304805658 0.00072738962824652235 0.00099703115093217475 -5.8534972869981202e-05 0.00021703663898527603 0.00079627779651884293 0.00090318867257153988 0.00080183846778477405
leaf_weight=53 75 53 70 70 82 58 59 61 64 52 73 80 68 101 63 53 157 1639 52
leaf_count=53 75 53 70 70 82 58 59 61 64 52 73 80 68 101 63 53 157 1639 52
internal_value=0 0.000393651 0.000876536 0.000327826 0.000894238 0.000395026 0.000482449 0.000582631 0.000562423 0.000238461 0.000882234 0.000446413 0.000888287 0.000893823 4.48182e-05 0.000325512 0.000899374 0.000893863 0.000712604
internal_weight=0 679 2304 604 2173 488 313 131 255 175 2091 144 2038 1970 116 123 1897 1796 111
internal_count=2983 679 2304 604 2173 488 313 131 255 175 2091 144 2038 1970 116 123 1897 1796 111
is_linear=0
shrinkage=0.0032998


Tree=8381
num_leaves=26
num_cat=0
split_feature=4 12 150 12 15 4 49 4 14 12 41 42 12 1429 402 48 42 403 4 42 49 151 15 15 4
split_gain=4.29251 1.63212 0.741301 0.513862 0.379956 0.496822 0.248807 0.211752 0.207131 0.169316 0.154786 0.149496 0.182817 0.111198 0.103901 0.0799114 0.0779077 0.0976735 0.0835682 0.0727837 0.0696413 0.0462425 0.0456519 0.0418489 0.0100425
threshold=0.27998000000000006 0.056995000000000011 0.075065000000000007 0.13642500000000005 -0.14151499999999997 -0.17568999999999999 -0.073139999999999983 -9.4999999999999992e-05 -0.10523499999999998 0.091545000000000015 0.075585000000000013 0.09364500000000002 -0.083219999999999988 -1.0000000180025095e-35 0.10872000000000002 0.091505000000000017 -0.10177499999999999 0.024145000000000003 -0.064209999999999989 0.0069650000000000016 -0.079769999999999994 -0.084639999999999979 -0.060199999999999997 -0.19153499999999998 -0.50231999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 -1 24 21 -7 -2 10 14 12 -10 -11 15 20 -15 18 -18 -19 -3 -4 -9 -14 -6
right_child=8 3 6 -5 5 7 -8 22 11 13 -12 -13 23 16 -16 -17 17 19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00093442016722659546 0.00049973976402287884 0.00069162748206164461 0.00043265579146942293 0.00047662430523980986 0.00085046520721581505 0.00043287821850153987 0.00023404468865945304 0.00069800867066836445 0.00019665633840541041 0.00092228805152675839 0.00099632379296058123 0.00017806700367236573 0.00049846997233766403 0.00086968217141256674 0.00095031831623244606 0.000925319036407219 0.00081265881283394898 0.00074674199645422522 0.00073282895859551149 0.00057361906220400804 0.00081480616802214281 0.00057398162047741261 0.00056266370759287376 0.00037181445029426107 0.00077363273707397988
leaf_weight=54 83 57 53 53 58 103 57 67 53 52 62 70 56 70 70 72 267 55 349 57 936 55 53 66 55
leaf_count=54 83 57 53 53 58 103 57 67 53 52 62 70 56 70 70 72 267 55 349 57 936 55 53 66 55
internal_value=0 0.000756932 0.000597535 0.000799042 0.000676118 0.0006345 0.00041158 0.000543698 0.000356588 0.000807373 0.000833032 0.000307948 0.000359699 0.000771197 0.000824081 0.000815751 0.000761307 0.000750838 0.000767488 0.000658949 0.000807771 0.000504953 0.000638525 0.00043024 0.000813381
internal_weight=0 2655 555 2100 390 336 165 223 328 2047 1197 245 175 850 1135 1065 798 728 616 112 993 108 120 122 113
internal_count=2983 2655 555 2100 390 336 165 223 328 2047 1197 245 175 850 1135 1065 798 728 616 112 993 108 120 122 113
is_linear=0
shrinkage=0.0032998


Tree=8382
num_leaves=9
num_cat=0
split_feature=1452 2 3 39 1425 1208 48 1
split_gain=0.123276 0.121127 0.173596 0.0937002 0.0826509 0.0684467 0.0624536 0.0659652
threshold=0.099915000000000018 0.17990500000000001 0.31351000000000001 0.10189000000000001 0.082985000000000017 0.10128000000000001 -0.086624999999999994 0.087545000000000026
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8
right_child=-2 -3 -4 -5 -6 -7 7 -9
leaf_value=0.0095208324669511946 0.012298171444796261 0.011480263097143197 -0.0036156526916425367 -0.00086677468312847345 0.010271511741011412 0.0099541223545162177 0.0046542190171140049 0.0028467777549776438
leaf_weight=60 54 63 82 98 67 59 1599 901
leaf_count=60 54 63 82 98 67 59 1599 901
internal_value=0 0.00416558 0.00400417 0.00422925 0.00441585 0.00426536 0.00413355 0.00400354
internal_weight=0 2929 2866 2784 2686 2619 2560 2500
internal_count=2983 2929 2866 2784 2686 2619 2560 2500
is_linear=0
shrinkage=0.16829


Tree=8383
num_leaves=11
num_cat=0
split_feature=9 2 39 149 1444 43 52 1 1456 43
split_gain=0.10066 0.129189 0.0967735 0.0929427 0.0960189 0.0838464 0.0685025 0.0784332 0.0294157 0.0255438
threshold=0.092645000000000019 0.17990500000000001 0.10189000000000001 0.078645000000000007 -0.051419999999999993 -0.50589999999999991 0.43161000000000005 0.081720000000000015 -1.0000000180025095e-35 -0.026789999999999998
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 -8 -4
right_child=-2 -3 9 -5 5 6 8 -9 -10 -11
leaf_value=-0.0024576179984280026 -0.0035950179228901305 0.011397987092672038 -0.0040408459128731767 0.0098175400293871347 0.010158475349620218 0.0042159507066881815 0.0095479014066013369 0.0022612281464006343 0.005058790442867704 0.001165469049833893
leaf_weight=72 54 61 53 70 57 1355 69 1028 111 53
leaf_count=72 54 61 53 70 57 1355 69 1028 111 53
internal_value=0 0.00372095 0.00355704 0.00374873 0.00359025 0.00375714 0.00361408 0.00337346 0.0067896 -0.00142074
internal_weight=0 2929 2868 2762 2692 2620 2563 2383 180 106
internal_count=2983 2929 2868 2762 2692 2620 2563 2383 180 106
is_linear=0
shrinkage=0.16829


Tree=8384
num_leaves=23
num_cat=0
split_feature=1 3 12 1 13 43 14 12 1 159 1 12 48 13 160 48 124 3 13 3 12 1
split_gain=6.61164 1.11799 1.09375 0.554122 0.496695 0.380128 0.336089 0.28361 0.163478 0.14231 0.141056 0.117167 0.0984778 0.407143 0.15297 0.107331 0.0921359 0.0581616 0.0302977 0.0297301 0.0259317 0.000119415
threshold=0.11156000000000001 -0.053364999999999996 -1.0000000180025095e-35 0.09258000000000001 -0.36115499999999995 -0.049999999999999996 0.056865000000000006 0.11697000000000002 0.12448500000000001 -0.07600999999999998 0.13744000000000003 0.095815000000000011 0.093225000000000016 -0.076349999999999987 -0.52517999999999987 -0.07965499999999999 -0.085719999999999991 -0.081914999999999988 -0.011694999999999999 -0.07385499999999999 0.095920000000000019 0.13148500000000005
decision_type=2 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 10 18 7 9 20 11 -3 17 14 -14 -11 -16 -5 -4 -6 -19 -2 -7
right_child=1 4 6 16 5 21 -8 -9 -10 12 -12 -13 13 -15 15 -17 -18 19 -20 -21 -22 -23
leaf_value=0.00080244610821967959 0.0006863474459615727 0.00027382326810081089 0.0010557612126669022 0.00056174780112854146 0.00034047300281906642 0.00054626288968733199 0.0010781941995543075 0.00067262281965136436 0.0005187004588669687 0.0010299718354570399 3.6335886794302748e-05 0.00080241823477688104 0.00096330732596305662 0.00061212156703716557 0.00073867283948882373 0.00086979681553433022 0.00036938912062056006 0.00089706320354939178 0.00023442038771156803 0.0010060355856445356 0.00079927886422506288 0.00058587358696878509
leaf_weight=103 52 52 78 56 78 53 86 81 55 65 58 53 69 77 75 1538 56 89 52 52 53 52
leaf_count=103 52 52 78 56 78 53 86 81 55 65 58 53 69 77 75 1538 56 89 52 52 53 52
internal_value=0 0.000438362 0.00085278 0.000627284 0.000332425 0.000418169 0.000874188 0.000866113 0.000666568 0.000873573 0.000148923 0.000945352 0.00086285 0.000778334 0.000870183 0.000863722 0.000465883 0.000979782 0.000298323 0.000937501 0.000743686 0.000566215
internal_weight=0 505 2478 215 345 235 2263 2177 160 2096 110 272 1824 146 1678 1613 112 219 130 141 105 105
internal_count=2983 505 2478 215 345 235 2263 2177 160 2096 110 272 1824 146 1678 1613 112 219 130 141 105 105
is_linear=0
shrinkage=0.0032998


Tree=8385
num_leaves=25
num_cat=0
split_feature=1 4 47 13 4 124 4 2 43 4 43 0 49 0 42 2 52 0 47 4 0 474 4 4
split_gain=8.60674 1.54107 1.51019 0.728444 0.553615 0.484868 0.321822 0.273972 0.266488 0.488413 0.338593 0.330611 0.226092 0.392645 0.257154 0.18476 0.214543 0.146151 0.194828 0.13739 0.136097 0.0813939 0.0482037 0.0291683
threshold=0.10921500000000002 0.046185000000000004 0.083670000000000008 0.11238500000000001 0.31392000000000003 -0.027784999999999997 -0.014099999999999998 0.10979000000000001 -0.16130499999999998 -0.4950449999999999 -0.066724999999999993 -0.07718499999999999 -0.044559999999999995 -0.11167499999999998 0.087325000000000014 0.11891500000000001 1.0000000180025095e-35 -0.029849999999999998 0.078345000000000012 0.078235000000000013 -0.071299999999999988 0.091715000000000019 0.24099500000000004 -0.09390999999999998
decision_type=2 2 2 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 15 -1 -2 -4 11 -10 20 23 -8 -14 -15 16 19 18 -12 -3 21 -11 -18 -7
right_child=2 4 7 -5 -6 8 12 -9 9 10 17 -13 13 14 -16 -17 22 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0008939346134462764 0.00081760230864152896 0.00081741805875976017 0.0010495193838731263 0.00018030754698629848 0.0005955904895631241 0.0011857817489608162 0.00035498036086227975 0.00076431090118840887 0.001384371028772668 0.0012344587215964511 0.0011077860854862651 0.00080113519476205817 0.00080751047599472497 0.00036921637466219218 0.00064920241513338783 0.00077952759471708755 0.0011783001330493855 0.00094255932536645019 0.00130396575035423 0.0010265925106584762 0.0010496743620660033 0.001098382919197815 0.0010300044218100749 0.001065065595130531
leaf_weight=85 56 79 82 56 54 53 57 69 103 555 911 52 64 80 66 53 58 56 61 65 58 58 52 56
leaf_count=85 56 79 82 56 54 53 57 69 103 555 911 52 64 80 66 53 58 56 61 65 58 58 52 56
internal_value=0 0.00110469 0.000640051 0.00052865 0.000905427 0.0011398 0.000588935 0.000919426 0.00115043 0.00116206 0.00114856 0.00102 0.000540842 0.000591123 0.000496027 0.000959811 0.000997291 0.00111049 0.00112013 0.000912082 0.00120683 0.00122164 0.00110852 0.00112409
internal_weight=0 2409 530 379 361 2048 323 151 1963 1802 1699 161 267 210 146 307 254 1028 972 144 671 613 110 109
internal_count=2939 2409 530 379 361 2048 323 151 1963 1802 1699 161 267 210 146 307 254 1028 972 144 671 613 110 109
is_linear=0
shrinkage=0.0032998


Tree=8386
num_leaves=19
num_cat=0
split_feature=2 12 42 2 2 2 12 0 14 16 51 0 16 48 39 12 34 2
split_gain=3.7269 1.76773 0.48156 0.474919 0.440167 0.321399 0.30298 0.179389 0.157143 0.150136 0.116447 0.121345 0.191299 0.137799 0.0845736 0.0740444 0.0625486 0.134929
threshold=0.13554000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11152000000000002 0.16993500000000003 -0.054704999999999997 0.090745000000000006 -0.14385499999999998 0.064610000000000015 0.022165000000000004 -0.24397999999999997 -0.096109999999999987 -0.034884999999999992 0.093225000000000016 0.085285000000000014 0.098265000000000005 -0.078549999999999995 0.088495000000000004
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 14 -3 7 -5 10 16 -7 12 -12 -13 -2 -8 -4 -18
right_child=4 3 9 6 -6 8 15 -9 -10 -11 11 13 -14 -15 -16 -17 17 -19
leaf_value=0.0006327283910179108 0.00036405597581151597 0.00047055639118998477 0.00040198413587711103 0.00054233858911607771 -4.6043822165858429e-06 0.00055104162425494033 0.00074501397255057392 0.00027252434753613042 0.00085107873219273137 0.00050428932506538715 0.00059133693064230826 0.0007209027501912489 0.00079695749089055763 0.0005974396233236715 0.00019881972681431181 0.00058583453532063323 0.0001412238061196837 0.00035105848817221003
leaf_weight=87 99 68 52 56 73 60 52 53 77 52 223 1525 65 109 53 95 57 83
leaf_count=87 99 68 52 56 73 60 52 53 77 52 223 1525 65 109 53 95 57 83
internal_value=0 0.000647701 0.000421457 0.000679112 0.000205524 0.000695333 0.000544201 0.000411468 0.000702739 0.000345982 0.000696958 0.000701495 0.000637867 0.000712688 0.000306672 0.000642383 0.000302923 0.000265877
internal_weight=0 2714 331 2383 225 2127 256 109 2059 244 1982 1922 288 1634 152 147 192 140
internal_count=2939 2714 331 2383 225 2127 256 109 2059 244 1982 1922 288 1634 152 147 192 140
is_linear=0
shrinkage=0.0032998


Tree=8387
num_leaves=26
num_cat=0
split_feature=2 15 4 52 4 1211 42 12 13 10 43 12 159 4 13 2 52 482 15 150 13 13 13 159 15
split_gain=0.220145 0.126178 0.153788 0.115883 0.132767 0.0931737 0.0868492 0.104625 0.0984093 0.0836712 0.0777443 0.0746255 0.0931764 0.116987 0.0712395 0.0984551 0.0660874 0.0628785 0.0561583 0.0537978 0.0641882 0.0535852 0.0501593 0.0462163 0.0279481
threshold=0.13554000000000002 -0.047859999999999993 0.50541500000000006 0.088115000000000013 0.27120500000000008 0.10971000000000002 0.086205000000000018 0.10011000000000002 -0.064654999999999976 -1.0000000180025095e-35 -0.079714999999999994 0.091065000000000021 -1.0000000180025095e-35 -0.081454999999999986 -0.081124999999999989 0.087765000000000024 -0.063199999999999992 0.082295000000000021 0.089475000000000013 0.095275000000000012 -0.010655 0.06211500000000001 -0.085349999999999995 -0.017094999999999996 0.10995500000000001
decision_type=2 2 2 2 2 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 9 7 11 10 -1 -8 12 -5 -14 15 23 -17 21 22 20 -6 -16 -12 -11 -20
right_child=1 -3 -4 6 19 -7 8 -9 -10 14 18 -13 13 -15 17 16 -18 -19 24 -21 -22 -23 -24 -25 -26
leaf_value=-0.0010644606236068679 0.0065049128509715413 -0.007011621564334174 -0.0039748623221886421 0.014329316480716092 0.0011776716196738597 -0.0020330042718378371 0.0105598918648414 0.0036074775682081359 -0.0019155915981611191 0.001086253983238342 0.0048506566524470877 0.01514625522078024 -0.00011069102524943803 0.010242601421478549 0.0061189145337154803 0.0036241267310069083 -0.0018884897765021158 0.011538476341347123 0.0098806935688351971 0.004652819629218913 -0.0059014118999057875 0.0030752512637801628 -0.0021224500492911173 0.0061804115574323167 0.0045344636772803688
leaf_weight=67 88 65 72 55 91 59 77 91 53 62 66 67 52 75 821 125 121 52 53 52 60 208 52 293 62
leaf_count=67 88 65 72 55 91 59 77 91 53 62 66 67 52 75 821 125 121 52 53 52 60 208 52 293 62
internal_value=0 -0.000753392 0.00177779 0.00471774 0.00406522 0.00452341 0.00658178 0.00852125 0.00476025 0.00474561 0.0059074 0.0103098 0.00851951 0.00598931 0.00497811 0.00350169 0.000905333 0.00579729 0.00436217 -6.78229e-06 -0.00162331 0.00550542 0.00176254 0.00529579 0.007014
internal_weight=0 225 160 2714 2011 1808 703 340 363 1749 310 249 182 127 1682 601 246 1081 233 203 151 1029 118 355 115
internal_count=2939 225 160 2714 2011 1808 703 340 363 1749 310 249 182 127 1682 601 246 1081 233 203 151 1029 118 355 115
is_linear=0
shrinkage=0.16829


Tree=8388
num_leaves=25
num_cat=0
split_feature=1 2 2 3 0 15 11 2 4 43 15 2 52 3 52 50 2 2 0 475 1 0 52 3
split_gain=8.70306 1.47834 1.01966 0.774199 0.765503 0.635361 0.530112 0.702439 0.333981 0.333809 0.310441 0.302936 0.184369 0.163839 0.153086 0.126229 0.124654 0.112355 0.104886 0.0987393 0.0827806 0.074246 0.0579096 0.02127
threshold=0.11829500000000003 0.099965000000000012 0.17553000000000005 0.30863500000000005 -0.12851999999999997 -0.21242999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 0.022635000000000006 -1.0000000180025095e-35 1.0000000180025095e-35 0.13554000000000002 -0.50196499999999988 -0.089704999999999993 -0.067494999999999986 0.11015500000000002 0.088300000000000003 0.11504500000000002 -0.14797999999999997 -0.085774999999999976 0.13486500000000004 -0.088794999999999985 0.41269500000000003 -0.07929499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 9 20 7 -1 15 -3 -8 12 -6 -14 -15 18 -10 -7 -9 -20 -2 -16 23 -17
right_child=2 4 -4 -5 11 17 10 8 16 -11 -12 -13 13 14 21 22 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.00065755750216159629 0.00044026134647892585 0.00038031818241985292 -3.1296183243912753e-05 0.00015260128471536295 0.00099020969971743041 0.00078598736368196891 0.0009994943213440181 0.00085060257666979774 0.00092148517736715286 0.00068846785147231627 0.0013560044444353889 0.0006047070912683863 0.00066039659942174938 0.00070585796012589074 0.00080606440325490278 0.00078130433192668874 0.00073132388490495333 0.00057946224149486739 0.0008618542043896106 0.000991414941300658 0.00025156592714966735 0.00095480334193043964 0.00097225759583685211 0.00088320628978228778
leaf_weight=93 52 62 60 77 103 70 55 71 66 103 54 55 55 54 57 54 96 52 72 1286 52 128 54 58
leaf_count=93 52 62 60 77 103 70 55 71 66 103 54 55 55 54 57 54 96 52 72 1286 52 128 54 58
internal_value=0 0.000907094 0.000361169 0.000439001 0.000765944 0.000536424 0.000951532 0.000938262 0.0009531 0.000572892 0.00117644 0.000836339 0.00086834 0.000825525 0.000863378 0.000967712 0.000809014 0.000698249 0.00097794 0.000984572 0.000346252 0.000909166 0.00087945 0.00083439
internal_weight=0 2576 363 303 617 226 1959 1850 1757 165 109 452 397 294 239 1595 162 122 1429 1358 104 185 166 112
internal_count=2939 2576 363 303 617 226 1959 1850 1757 165 109 452 397 294 239 1595 162 122 1429 1358 104 185 166 112
is_linear=0
shrinkage=0.0032998


Tree=8389
num_leaves=16
num_cat=0
split_feature=2 482 13 41 159 43 2 40 39 50 42 157 13 13 15
split_gain=0.189362 0.100176 0.075839 0.145284 0.113827 0.106125 0.105468 0.116134 0.0798112 0.0875983 0.0797048 0.0743284 0.0381186 0.0492007 0.0254996
threshold=0.16730000000000003 -1.0000000180025095e-35 -0.088484999999999994 0.082095000000000015 0.081780000000000005 0.086765000000000023 -1.0000000180025095e-35 -0.076799999999999993 0.099350000000000008 -0.10146999999999999 0.090295000000000014 0.121715 -0.17030499999999998 -0.094359999999999986 -0.092099999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 5 10 7 -4 9 -8 12 -11 -3 -14 -6
right_child=-2 2 3 -5 14 -7 8 -9 -10 11 -12 -13 13 -15 -16
leaf_value=-0.0026649622289372787 -0.0039650915861073549 0.00053218963224890782 0.0065868918821846848 -0.0036244403419972903 0.00035232102665635042 0.0094812824840066114 0.011411141781048618 -0.0033515066766480963 -0.00053604369536756956 0.0056442042800541057 -0.0022159055058160898 -3.2410917161177547e-05 0.0083411880304315074 0.0028330324500078804 -0.0048883054111647567
leaf_weight=55 78 66 56 54 52 80 73 82 60 1901 74 67 83 106 52
leaf_count=55 78 66 56 54 52 80 73 82 60 1901 74 67 83 106 52
internal_value=0 0.00442728 0.00456694 0.0049817 0.00270954 0.00397522 0.00519007 0.000668448 0.0054862 0.00566412 0.00263089 0.00545003 0.00404446 0.00526146 -0.00225072
internal_weight=0 2861 2806 2293 513 409 2239 138 2101 2041 329 1968 255 189 104
internal_count=2939 2861 2806 2293 513 409 2239 138 2101 2041 329 1968 255 189 104
is_linear=0
shrinkage=0.16829


Tree=8390
num_leaves=25
num_cat=0
split_feature=1 3 4 3 39 3 1 12 11 3 42 12 34 0 1 0 4 12 0 12 4 12 0 13
split_gain=9.73674 1.67097 0.804921 0.741981 0.593084 0.401608 0.380865 0.362333 0.422855 0.435503 0.348317 0.312916 0.270071 0.220063 0.382213 0.141449 0.159285 0.132338 0.131535 0.112188 0.0932403 0.0737638 0.0439843 0.077579
threshold=0.10749500000000002 -0.049204999999999992 0.25367000000000006 0.11500500000000001 0.055555000000000007 0.31395500000000004 0.096545000000000006 0.096990000000000007 1.0000000180025095e-35 -0.115685 0.10271500000000001 0.087135000000000004 -1.0000000180025095e-35 -0.105195 0.087505000000000013 -0.049024999999999992 -0.013049999999999997 0.098785000000000012 -0.095909999999999981 0.084065000000000015 0.25759000000000004 0.10508500000000001 -0.07106999999999998 0.066150000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 7 10 -6 8 9 -1 12 -10 -3 14 -11 16 22 -2 20 -15 -14 -18 23 -9
right_child=1 5 -4 -5 6 -7 -8 15 11 13 -12 -13 18 19 -16 -17 21 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00090448411458110827 0.001187310573805226 0.00043201048721066762 0.00063920636794249333 0.00076043902255365048 0.0010771998980588706 0.00032347895885957023 0.00072587421674896269 0.0012736867998990862 0.001544639707367461 0.0011788761914852926 0.00034306053036655662 0.0012028768682714407 0.00053170374109723394 0.0012603354218352805 0.00085202493440569176 0.00092081748655130976 0.00092884900417297949 0.00096151648235537151 0.00082290339581678467 0.0011803097584402132 0.0007316832610698038 0.0010833555549874072 0.0010861560081558228 0.0011002079660291663
leaf_weight=66 59 52 77 55 90 84 55 74 60 117 53 60 53 244 60 60 65 60 66 1240 53 84 63 53
leaf_count=66 59 52 77 55 90 84 55 74 60 117 53 60 53 244 60 60 65 60 66 1240 53 84 63 53
internal_value=0 0.00065769 0.000903223 0.00114127 0.00115001 0.000524283 0.000944181 0.00116329 0.00118295 0.00116965 0.00058505 0.00137405 0.000642149 0.00118017 0.00106828 0.00107217 0.00109885 0.00107376 0.000705474 0.00119349 0.000632026 0.00101619 0.00116348 0.00120157
internal_weight=0 557 196 2446 2391 361 145 2246 1847 1727 277 120 224 1661 177 399 339 119 172 1484 106 149 190 127
internal_count=3003 557 196 2446 2391 361 145 2246 1847 1727 277 120 224 1661 177 399 339 119 172 1484 106 149 190 127
is_linear=0
shrinkage=0.0032998


Tree=8391
num_leaves=13
num_cat=0
split_feature=3 11 15 3 15 11 15 3 3 159 1429 15
split_gain=0.235995 0.122126 0.110257 0.151316 0.109436 0.0982558 0.221144 0.111272 0.0668948 0.0388242 0.0540737 0.0234742
threshold=0.11745500000000002 0.093525000000000011 0.14508500000000005 0.094635000000000011 -0.0088349999999999974 1.0000000180025095e-35 0.025430000000000005 -0.12711499999999995 0.30863500000000005 0.11320500000000001 0.082890000000000005 -0.069034999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 8 7 -7 -1 -2 10 -9 -11
right_child=4 -3 -4 -5 -6 6 -8 9 -10 11 -12 -13
leaf_value=-0.000886012723089764 0.0053141911558427964 -0.0014568901921852085 -0.0017623575388716222 0.011788662502564582 -0.0071745505083590016 0.0040814598617390776 0.017484940635758728 0.0048873379105729619 -0.0016300111844999787 0.0043301742317145659 0.0077628712129056768 -0.00058412888626406285
leaf_weight=94 70 82 64 98 57 91 57 1985 89 55 207 54
leaf_count=94 70 82 64 98 57 91 57 1985 89 55 207 54
internal_value=0 0.00492447 0.00511858 0.00528601 -0.000842718 0.00503471 0.00925575 0.00477312 0.00141589 0.00500508 0.00515971 0.00187908
internal_weight=0 2787 2705 2641 216 2543 148 2395 159 2301 2192 109
internal_count=3003 2787 2705 2641 216 2543 148 2395 159 2301 2192 109
is_linear=0
shrinkage=0.16829


Tree=8392
num_leaves=34
num_cat=0
split_feature=1 3 1 49 4 151 3 39 0 4 0 50 4 0 3 0 3 42 4 4 3 1 1 1212 483 13 158 3 15 402 0 15 15
split_gain=6.15832 0.940359 0.635798 0.78632 0.516421 0.338479 0.245399 0.234654 0.228708 0.294668 0.233216 0.158232 0.15347 0.149263 0.23804 0.142652 0.134962 0.118229 0.104063 0.409692 0.149539 0.121405 0.100035 0.075215 0.059214 0.0510621 0.0507719 0.0441491 0.0464391 0.0435428 0.0776746 0.041774 0.0329662
threshold=0.10749500000000002 -0.049204999999999992 0.089745000000000019 -0.014479999999999998 0.25367000000000006 -0.08095999999999999 0.31395500000000004 0.087080000000000005 -0.079249999999999987 -0.42305999999999994 -0.038724999999999989 0.111725 0.046185000000000004 -0.10028499999999999 0.081495000000000012 -0.12259499999999998 -0.072649999999999978 0.097585000000000019 -0.07928499999999998 -0.17006499999999999 -0.081804999999999975 0.099765000000000006 0.117245 0.040035000000000008 0.088995000000000005 -0.084509999999999988 0.078875000000000015 -0.077344999999999983 0.093425000000000022 -0.08738499999999999 -0.068189999999999987 0.091435000000000002 -0.052239999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 5 22 -4 7 15 11 -10 16 12 13 14 -1 -3 29 -9 19 -5 -20 27 -2 24 -15 -25 32 -22 -29 -11 -31 -18 -14
right_child=1 6 3 18 -6 -7 -8 17 9 10 -12 -13 26 23 -16 -17 31 -19 20 -21 21 -23 -24 25 -26 -27 -28 28 -30 30 -32 -33 -34
leaf_value=0.0010721775491028106 0.00084342035730013522 0.00037242627090569461 0.00030888163225797498 0.00086902959483238626 0.00038816372225317352 0.00064588044339578172 0.00015840653710133448 0.00034901774822694912 0.00094080404790403041 0.00071972669826775239 0.00053864016467020082 0.00071889169890293134 0.00066773090352738307 0.00088483054580899519 0.00079183075172932038 0.0005953670114169625 0.00059148068420532729 0.0001557985353131536 0.00096798820088207142 0.00049157785114952639 0.00073293632933208526 0.0006337493471707666 0.00064672882839454584 0.00072958497061866435 0.00076605652458171247 0.00084264315587980962 0.00084470630145817686 0.00092615142822922763 0.00078573755369897415 0.00078837416757808444 0.00093789009171559837 0.00072907012008483103 0.00078904629854440909
leaf_weight=97 54 78 66 67 77 65 84 86 92 60 59 95 60 690 52 54 52 59 53 60 55 56 65 74 54 136 67 55 60 161 54 54 52
leaf_count=97 54 78 66 67 77 65 84 86 92 60 59 95 60 690 52 54 52 59 53 60 55 56 65 74 54 136 67 55 60 161 54 54 52
internal_value=0 0.000415494 0.000800092 0.000699362 0.0005997 0.000476364 0.000315384 0.000362861 0.000828408 0.000769605 0.000733729 0.000851101 0.000860871 0.00087565 0.000974575 0.000463896 0.000763847 0.00027064 0.000771228 0.000690983 0.000807628 0.000769866 0.00073628 0.000860162 0.000876257 0.000802971 0.000769609 0.000814497 0.000853198 0.000803012 0.000826091 0.000661906 0.00072437
internal_weight=0 557 2446 537 196 131 361 277 1909 532 440 1377 1282 1103 149 132 381 145 406 127 279 226 119 954 744 210 179 170 115 275 215 106 112
internal_count=3003 557 2446 537 196 131 361 277 1909 532 440 1377 1282 1103 149 132 381 145 406 127 279 226 119 954 744 210 179 170 115 275 215 106 112
is_linear=0
shrinkage=0.0032998


Tree=8393
num_leaves=20
num_cat=0
split_feature=4 3 12 2 3 48 4 4 12 11 3 11 3 3 4 4 12 12 3
split_gain=10.572 3.28857 1.98466 1.44615 0.422245 0.397324 0.435381 0.38822 0.234166 0.352981 0.350029 0.258303 0.198345 0.100003 0.0843932 0.0650652 0.104918 0.0575713 0.0545176
threshold=0.31392000000000003 0.28833000000000003 -0.012249999999999999 0.11891500000000001 0.13772500000000001 0.091775000000000009 -0.013125 0.053925000000000008 0.11619500000000001 1.0000000180025095e-35 -0.12711499999999995 0.086175000000000015 0.040040000000000006 -0.0096849999999999974 -0.032169999999999997 0.24099500000000004 0.091680000000000011 0.099170000000000022 -0.0063699999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 7 12 6 -1 8 9 10 -4 -11 13 17 -5 16 -9 -2 -8
right_child=4 -3 3 14 -6 -7 18 15 -10 11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00068627148990892215 0.00058157406878326322 0.0003131672369817375 0.00091369145147422791 0.00090495592227578464 0.00022435131639439215 0.0005751787763095148 0.00095757941857371862 0.0011674953888459825 0.00098325607279407703 0.0014748761101996441 0.0011863029898148869 0.0011921220225354781 0.00069966675139006924 0.00034884420547416406 0.00072752729728215522 0.00095282060816126912 0.0010037493196900045 0.00043457719101528585 0.0011093985216080067
leaf_weight=65 73 56 54 55 68 52 65 84 63 81 1771 66 53 55 71 67 99 53 52
leaf_count=65 73 56 54 55 68 52 65 84 63 81 1771 66 53 55 71 67 99 53 52
internal_value=0 0.00110535 0.00112211 0.00115031 0.000454149 0.000831427 0.000904448 0.00116932 0.00118453 0.00119094 0.00117826 0.00134816 0.000520778 0.000468201 0.000805256 0.0010454 0.0010791 0.000520022 0.00102536
internal_weight=0 2701 2645 2411 302 234 182 2285 2035 1972 1825 147 234 181 126 250 183 126 117
internal_count=3003 2701 2645 2411 302 234 182 2285 2035 1972 1825 147 234 181 126 250 183 126 117
is_linear=0
shrinkage=0.0032998


Tree=8394
num_leaves=26
num_cat=0
split_feature=4 3 1 155 13 52 3 42 43 3 16 3 49 52 1 4 49 13 4 43 13 16 4 1 3
split_gain=7.59601 2.58881 1.02784 0.943913 0.495666 0.395273 0.454323 0.638514 0.296679 0.250002 0.613444 0.28411 0.27063 0.184515 0.1591 0.198809 0.142947 0.133866 0.146287 0.122394 0.121048 0.0991094 0.0916514 0.0662903 0.0529909
threshold=0.27998000000000006 0.28833000000000003 0.10123500000000001 0.091145000000000018 -0.017354999999999999 0.047345000000000005 0.13772500000000001 0.088685000000000014 -0.013164999999999998 -0.034509999999999992 -0.034884999999999992 -0.072649999999999978 -1.0000000180025095e-35 -0.022529999999999998 0.089875000000000024 -0.07928499999999998 -0.0087399999999999995 -0.13226499999999999 0.015030000000000002 -0.011714999999999998 -0.077274999999999996 -0.073554999999999995 0.42642000000000008 0.084775000000000003 -0.06533499999999999
decision_type=2 2 2 2 2 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 20 6 7 22 16 11 12 14 -11 23 17 -16 -6 -1 -19 -17 -4 -13 -2 -12 -23
right_child=5 -3 3 -5 8 -7 -8 -9 -10 10 13 21 -14 -15 15 19 -18 18 -20 -21 -22 24 -24 -25 -26
leaf_value=0.0010839274398050938 0.0004032087095220506 0.00016416036139407848 0.00070945644553202741 0.0010550543350287458 0.0003018919061873387 0.00054663551635591426 -8.3483650738527862e-06 0.00010038794817295885 0.00070329338555467078 0.00064291386460751704 0.0011434675448961219 0.00087880161704085886 0.00094370270530761086 0.0012813138231260932 0.00065184618111943041 0.00096324822471304829 0.00053754159602008777 0.00092616006851663744 0.00081737189811064933 0.00077856972193006023 0.00092461256756457195 0.00078506353529403242 0.00059574596259106107 0.00098064454300411294 0.00064802188818283406
leaf_weight=55 60 56 66 75 53 66 54 76 70 53 52 72 89 57 56 93 62 1296 157 73 54 74 52 71 61
leaf_count=55 60 56 66 75 53 66 54 76 70 53 52 72 89 57 56 93 62 1296 157 73 54 74 52 71 61
internal_value=0 0.000867009 0.00088191 0.000722676 0.000640828 0.0003198 0.00025779 0.000334422 0.000533129 0.00090868 0.000994801 0.000894346 0.000831685 0.00112329 0.000908291 0.000824286 0.000429244 0.000920635 0.00091443 0.000882246 0.00080657 0.000777624 0.000492916 0.00104977 0.000723402
internal_weight=0 2695 2639 380 305 308 242 188 185 2259 322 1937 142 180 1730 222 115 1508 1453 166 120 207 112 123 135
internal_count=3003 2695 2639 380 305 308 242 188 185 2259 322 1937 142 180 1730 222 115 1508 1453 166 120 207 112 123 135
is_linear=0
shrinkage=0.0032998


Tree=8395
num_leaves=20
num_cat=0
split_feature=3 2 9 2 4 2 1209 3 13 42 2 1 1209 15 1446 2 4 133 4
split_gain=0.54796 0.158194 0.118307 0.105452 0.10224 0.0952897 0.0956165 0.0910504 0.0803534 0.187075 0.270247 0.0990047 0.0860479 0.0640117 0.059902 0.058698 0.0705215 0.0436581 0.0548016
threshold=0.3148450000000001 0.098655000000000007 0.089020000000000016 0.10202000000000001 0.27120500000000008 0.096780000000000019 -0.08342999999999999 -0.012504999999999997 -0.011694999999999999 -0.0022699999999999999 0.072175000000000017 0.091535000000000019 0.082105000000000011 -0.10114499999999998 0.090635000000000007 0.10669500000000001 -0.019465 -0.029244999999999997 0.028075000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 13 6 -1 -6 12 11 -11 -10 14 -5 -8 16 -15 -17 -19
right_child=-2 3 -4 4 7 -7 8 -9 9 10 -12 -13 -14 15 -16 17 -18 18 -20
leaf_value=0.013183953348891716 -0.0074975533703279919 -0.0021651266263192671 0.014340500180583323 0.011253977139660904 -0.002551589526533414 0.01250419794214961 0.006168719400595892 0.0047199255095375162 0.0055601363685955588 -0.0085073301383599385 0.0042487726335957024 0.012912416579181383 0.012420923867686487 0.0059076251484854268 0.011426012230580989 0.0018259854430937759 -0.0028030831464002674 0.0085258171525695557 0.0035675613346841111
leaf_weight=55 89 74 56 54 94 72 1087 101 335 65 170 62 74 53 66 57 52 202 94
leaf_count=55 89 74 56 54 94 72 1087 101 335 65 170 62 74 53 66 57 52 202 94
internal_value=0 0.00590542 0.00668573 0.00386292 0.00449641 0.00646898 0.00624101 0.00120547 0.00603463 0.00448469 0.000712844 0.00671288 0.0068315 0.00574628 0.00647122 0.00509298 0.00157664 0.00613382 0.00695731
internal_weight=0 2823 2042 781 707 1986 1914 195 1859 632 235 397 1227 512 1153 458 105 353 296
internal_count=2912 2823 2042 781 707 1986 1914 195 1859 632 235 397 1227 512 1153 458 105 353 296
is_linear=0
shrinkage=0.16829


Tree=8396
num_leaves=25
num_cat=0
split_feature=1 2 1 40 1 11 2 15 15 13 1446 15 15 1429 15 160 15 51 394 2 15 2 160 42
split_gain=6.37318 1.33244 1.06454 0.661186 0.57024 0.568121 0.560565 0.426284 0.421491 0.382723 0.261437 0.242917 0.189043 0.186205 0.165627 0.142079 0.0972771 0.1842 0.11589 0.0761688 0.15375 0.135368 0.0636375 0.0341508
threshold=0.11690500000000002 0.099845000000000003 0.15028500000000003 -0.025204999999999995 0.10529500000000001 1.0000000180025095e-35 -1.0000000180025095e-35 1.0000000180025095e-35 -0.075094999999999981 -0.073984999999999981 0.037915000000000011 -0.08237499999999999 -0.10566999999999999 0.084710000000000021 -0.080724999999999977 -0.060659999999999992 -0.025879999999999997 0.092720000000000011 -0.014749999999999997 0.11366500000000002 -0.025879999999999997 0.10488500000000002 -0.16759499999999997 0.086335000000000009
decision_type=2 2 2 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 12 6 -1 -7 -6 -5 13 -11 -3 16 -14 -16 17 -8 -18 21 -21 -17 -12 -24
right_child=2 4 -4 9 8 7 10 -9 -10 11 22 -13 14 -15 15 19 18 -19 -20 20 -22 -23 23 -25
leaf_value=0.00062179286872944355 0.00023575439064148939 0.00094753389442070197 1.8107852007062582e-06 0.00038533308201523121 0.00038503613351378873 0.00089651292810701791 0.00080711028537277802 0.001298323835974255 0.00072760083250759673 0.00050373738906101093 0.0010850465540854421 0.00079820021008132885 0.00056057732615528955 0.00072474514897753967 0.0006311884222871604 0.00072240450378053904 0.00099791283022773432 0.00098953728459754233 0.00088014484078602351 0.0008573883991572893 0.00061547609172521044 0.0009320581993071934 0.0010053919040525618 0.00088995691331597842
leaf_weight=99 99 54 68 81 92 57 413 60 69 53 62 75 52 101 72 57 108 73 827 58 60 90 69 63
leaf_count=99 99 54 68 81 92 57 413 60 69 53 62 75 52 101 72 57 108 73 827 58 60 90 69 63
internal_value=0 0.000836544 0.000376007 0.000458508 0.000700979 0.000878907 0.000864451 0.00110287 0.000532068 0.000563854 0.00087843 0.000676549 0.000762287 0.00086371 0.000736481 0.000763519 0.000873563 0.000834584 0.000893786 0.00079934 0.000734681 0.000851004 0.000993725 0.000950565
internal_weight=0 2536 376 308 604 1932 1815 117 161 209 1716 128 443 1522 389 337 1421 486 935 265 118 147 194 132
internal_count=2912 2536 376 308 604 1932 1815 117 161 209 1716 128 443 1522 389 337 1421 486 935 265 118 147 194 132
is_linear=0
shrinkage=0.0032998


Tree=8397
num_leaves=18
num_cat=0
split_feature=4 40 2 2 2 2 157 1210 2 13 13 39 4 13 4 4 2
split_gain=5.35901 1.41813 0.820748 0.706763 0.391186 0.364291 0.257472 0.249764 0.21888 0.209393 0.198975 0.173699 0.166756 0.191852 0.156312 0.131962 0.123017
threshold=0.31392000000000003 -0.034699999999999988 0.14346500000000004 0.14073000000000005 0.10155500000000002 0.099845000000000003 0.0029950000000000007 -0.08126499999999999 -0.0098549999999999974 -0.095139999999999988 0.022635000000000006 0.08955500000000001 -0.35269999999999996 -0.00045499999999999995 -0.010909999999999998 -0.057674999999999997 0.11504500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 11 14 7 9 -3 -9 -7 15 16 -10 -14 -1 -11 -2
right_child=3 2 -4 -5 -6 6 -8 8 12 10 -12 -13 13 -15 -16 -17 -18
leaf_value=0.00076394227262856695 0.00055435187504573836 0.0010000586106490668 0.00042033190640074512 3.8264517645662471e-05 0.00034241290684972194 0.0005243168910413756 0.00090907750909382612 0.00062528479864765044 0.00098533742267031647 0.0009254545464057668 0.00059215532130322743 0.0002617896370290929 0.00084559272946157875 0.00075789407869137552 0.00051410118806074763 0.00073750870951426201 0.00037773973661052327
leaf_weight=57 87 98 59 72 84 65 76 58 78 55 84 63 1294 356 55 182 89
leaf_count=57 87 98 59 72 84 65 76 58 78 55 84 63 1294 356 55 182 89
internal_value=0 0.000783935 0.000805957 0.000325405 0.000513538 0.00081564 0.000731989 0.000836134 0.00082712 0.000697031 0.000731894 0.00041176 0.000833874 0.000826692 0.000641567 0.000781273 0.000465242
internal_weight=0 2601 2405 311 196 2346 462 1884 1786 386 321 239 1728 1650 112 237 176
internal_count=2912 2601 2405 311 196 2346 462 1884 1786 386 321 239 1728 1650 112 237 176
is_linear=0
shrinkage=0.0032998


Tree=8398
num_leaves=31
num_cat=0
split_feature=12 12 15 13 42 15 12 12 42 13 52 15 52 52 1210 50 15 13 15 12 150 49 49 15 15 15 12 50 157 12
split_gain=8.13618 2.05656 1.76084 1.5368 0.733599 0.631515 0.588097 0.481889 0.489666 0.455632 0.451783 0.317716 0.291178 0.227099 0.220727 0.18141 0.205533 0.26752 0.326563 0.245787 0.136204 0.130008 0.12066 0.0767902 0.0633377 0.0445749 0.0421437 0.0343146 0.0620315 0.0298808
threshold=0.078120000000000009 0.10331000000000001 -0.26361999999999991 -0.27740999999999993 -0.024804999999999997 -0.14151499999999997 0.12701500000000002 -1.0000000180025095e-35 0.085585000000000008 0.0083850000000000018 -0.089214999999999975 -0.062734999999999985 -0.15824499999999997 -0.080219999999999986 -0.08126499999999999 0.067370000000000013 -0.14151499999999997 -0.088384999999999977 0.084685000000000024 0.090205000000000021 1.0000000180025095e-35 0.082820000000000019 -0.06017999999999999 0.092365000000000017 -0.0070899999999999991 -0.072289999999999979 0.088745000000000004 0.10861000000000003 -0.074434999999999987 0.088185000000000013
decision_type=2 2 2 2 2 2 2 2 2 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 7 -4 25 -5 11 8 -1 10 12 -6 -7 -12 -2 16 -16 18 29 22 -15 -21 -19 24 27 -3 -26 -17 -29 -18
right_child=1 4 3 5 6 9 -8 -9 -10 -11 13 -13 -14 20 15 23 17 19 -20 21 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-6.3722015669361178e-05 0.0011445200822896783 0.00096624287525252407 0.00021244868369910117 0.0010402275438601703 0.00050228655124825473 0.0007287641822297812 0.00029158218716932049 0.00051681385553568903 0.00035239512767682872 0.00043050072829510099 0.00046118989316351611 0.00083307936227317774 0.0010681311329904747 0.00074025758053286302 0.001108587261503746 0.0010831387390062986 0.00066256532670841493 0.0008624008300961712 0.00099736974496603841 0.00093965764941069611 0.00056308504652753492 0.00079117295962353703 0.0010338326383490938 0.00092367836212844858 0.0011878449363491345 0.000836699509983723 0.001060143653509444 0.00089577527161096204 0.0010599209058437607 0.00077918548867861889
leaf_weight=60 96 53 81 54 56 61 58 57 63 78 63 75 52 161 98 75 59 52 79 392 70 81 505 53 65 85 67 52 59 52
leaf_count=60 96 53 81 54 56 61 58 57 63 78 63 75 52 161 98 75 59 52 79 392 70 81 505 53 65 85 67 52 59 52
internal_value=0 0.000944292 0.000553409 0.000636865 0.00070334 0.00070058 0.000569266 0.000265755 0.000149125 0.000662691 0.000707103 0.000691941 0.000885245 0.000638513 0.000988413 0.000979519 0.00096104 0.000949159 0.000834061 0.000970356 0.000686721 0.000914305 0.00101789 0.00104507 0.00106519 0.000886707 0.00112329 0.00102377 0.000983341 0.000717516
internal_weight=0 2112 800 620 327 539 189 180 123 485 407 131 113 294 1785 1689 1318 1220 190 1030 231 473 557 371 318 138 132 186 111 111
internal_count=2912 2112 800 620 327 539 189 180 123 485 407 131 113 294 1785 1689 1318 1220 190 1030 231 473 557 371 318 138 132 186 111 111
is_linear=0
shrinkage=0.0032998


Tree=8399
num_leaves=22
num_cat=0
split_feature=3 2 51 457 97 1 16 50 50 150 3 3 158 16 133 2 16 16 3 2 158
split_gain=0.477118 0.15907 0.101647 0.113155 0.0963091 0.11742 0.108167 0.0937281 0.116541 0.0888169 0.077516 0.166246 0.0757975 0.198079 0.0922662 0.069594 0.0677447 0.0756387 0.0563658 0.0458491 0.0241101
threshold=0.3148450000000001 0.099845000000000003 -0.22508999999999998 0.091610000000000011 -0.0047149999999999996 0.11189500000000001 0.4028000000000001 0.082725000000000007 0.089915000000000009 1.0000000180025095e-35 0.110335 -0.049204999999999992 0.085410000000000014 -0.14792499999999997 -0.032744999999999989 0.12026500000000001 -0.037309999999999989 -0.069694999999999993 -0.086284999999999987 0.083725000000000008 0.10828500000000001
decision_type=2 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 7 -7 12 -9 10 11 18 13 -6 -15 -13 17 -10 -4 -14 -21
right_child=-2 2 3 -5 5 6 -8 8 16 -11 -12 15 19 14 -16 -17 -18 -19 -20 20 -22
leaf_value=0.0010642944145139849 -0.0058970351657101237 0.0095194539364220378 0.0027810852789419954 0.011061187758276721 -0.0023117396256706088 0.016090976319263536 0.0067371585633395799 0.016710565212023461 0.0087300855086442711 -0.0018560271279089158 0.008672446606965558 0.0014823783101719943 0.013460805389006389 0.0039309006684593618 0.0074556250041709123 -0.0062299092190285718 0.012948875633078796 0.0023191280998645643 0.007458210117250114 0.010393746998763709 0.0052817768137874508
leaf_weight=67 89 100 141 55 74 85 61 55 214 88 82 75 65 276 919 59 73 70 155 52 57
leaf_count=67 89 100 141 55 74 85 61 55 214 88 82 75 65 276 919 59 73 70 155 52 57
internal_value=0 0.00660717 0.0045103 0.00374281 0.00737184 0.00758214 0.0121952 0.0072181 0.00946679 0.00306896 0.00391895 0.00300829 0.00657481 0.00611945 0.00664305 -0.00189992 0.00834577 0.00715625 0.00523633 0.00988553 0.007737
internal_weight=0 2823 755 655 2068 2001 146 1855 412 600 512 430 1443 1269 1195 134 357 284 296 174 109
internal_count=2912 2823 755 655 2068 2001 146 1855 412 600 512 430 1443 1269 1195 134 357 284 296 174 109
is_linear=0
shrinkage=0.16829


Tree=8400
num_leaves=24
num_cat=0
split_feature=1 1 16 123 3 0 1 11 3 16 3 133 3 16 43 0 1 483 3 159 13 3 3
split_gain=26.8878 4.41082 2.86456 1.51637 1.10906 0.777219 0.624895 0.590189 0.514506 0.438714 0.312256 0.259052 0.410269 0.252877 0.201082 0.133828 0.125182 0.105887 0.112296 0.105649 0.0970888 0.074667 0.0344514
threshold=0.10509 0.13472500000000001 0.23074000000000003 0.080635000000000012 -0.036264999999999992 -0.072924999999999976 0.15720500000000001 1.0000000180025095e-35 -0.086659999999999987 -0.17773999999999998 -0.080594999999999986 -0.0081099999999999974 -0.23394499999999999 -0.39761999999999992 -0.049364999999999992 -0.15445999999999996 0.11869500000000001 -0.095084999999999989 -0.082004999999999981 -0.039509999999999997 -0.052124999999999998 -0.073614999999999986 -0.005644999999999999
decision_type=2 2 2 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 7 13 9 -2 -1 17 -7 -13 -3 -6 -12 -16 -11 -19 -14 -21 -17 -22
right_child=1 6 -4 -5 14 11 -8 -9 -10 10 15 12 19 -15 16 21 -18 18 -20 20 22 -23 -24
leaf_value=0.0050116555597207327 0.0045466364942967725 0.0039930870098929374 0.0051135777717773515 0.0047548221079282025 0.0042111252618544657 0.0048981998210731832 0.0037099450729939495 0.0054950397602809989 0.0049784921692981009 0.0054323701832010105 0.0052994618925734866 0.0053974793699772669 0.0049253638348150438 0.0042743111564713969 0.0045112344846982236 0.0051801844917190578 0.0042826032630761627 0.0052390322866056847 0.0053551317515148677 0.0050112856170962837 0.0051142331615857415 0.0050798541863835145 0.005253502663247576
leaf_weight=118 82 77 97 91 98 83 53 90 52 52 84 52 59 77 81 291 53 790 139 114 142 195 52
leaf_count=118 82 77 97 91 98 83 53 90 52 52 84 52 59 77 81 291 53 790 139 114 142 195 52
internal_value=0 0.00442731 0.00460686 0.00517707 0.00447247 0.00519404 0.00402554 0.00522741 0.00471449 0.00521296 0.00522825 0.00507706 0.0051124 0.00413393 0.00433254 0.00516356 0.00442107 0.0052658 0.00525644 0.00507191 0.00509987 0.00514 0.00515174
internal_weight=0 670 463 2352 366 2261 207 1759 134 1669 1551 502 419 154 232 570 134 981 929 367 308 486 194
internal_count=3022 670 463 2352 366 2261 207 1759 134 1669 1551 502 419 154 232 570 134 981 929 367 308 486 194
is_linear=0
shrinkage=0.0032998


Tree=8401
num_leaves=28
num_cat=0
split_feature=1 1 12 14 4 1 16 12 12 4 3 12 0 1 0 402 3 12 402 4 3 4 0 51 16 13 13
split_gain=11.7955 2.07913 1.99481 1.52047 0.918523 0.571092 0.47941 0.470308 0.403277 0.660611 0.599137 0.398357 0.394131 0.352505 0.29778 0.284026 0.28023 0.249459 0.245662 0.396301 0.192219 0.274149 0.125533 0.106392 0.0816685 0.0320554 0.0316361
threshold=0.10442000000000001 0.12381000000000002 0.089085000000000011 0.064610000000000015 0.018150000000000003 0.15720500000000001 0.062500000000000014 0.099680000000000005 0.056995000000000011 -0.4950449999999999 -0.016294999999999994 0.099980000000000013 -0.11167499999999998 0.083670000000000008 -0.052874999999999998 0.089785000000000018 -0.085784999999999986 0.096535000000000024 0.036770000000000004 -0.42305999999999994 -0.011259999999999997 0.028075000000000006 -0.07106999999999998 0.084200000000000011 -0.11807499999999999 -0.085784999999999986 0.022635000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 20 4 7 6 12 8 9 -1 -11 -4 -3 17 26 18 -17 24 19 -10 -2 -22 -14 -12 25 -6 -9
right_child=1 5 11 -5 13 -7 -8 14 15 10 23 -13 22 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=0.0013823649679204604 0.00050587504693109045 0.00065619948694375593 0.0012367366857547457 0.0015667114375572061 0.001105705596504043 0.00014060034385084068 0.00079806771086269332 0.0011382449626023731 0.0014768813409870693 0.00068029740302802324 0.0011501486716818784 0.00088670040637833564 0.0002119262663692595 0.00078823999665430719 0.00079567051993415536 0.0015083029563314478 0.001224119794067196 0.00089183862142539752 0.00096621116820366348 0.0011821837168241528 0.00087296148958668663 0.00057155675472827909 0.00042200043011909546 0.00095999269124673922 0.0010183961497449991 0.001234531756601801 0.0010373515180791537
leaf_weight=55 93 64 98 92 52 53 53 78 53 56 96 57 52 84 52 63 102 89 55 1146 59 77 80 53 70 52 88
leaf_count=55 93 64 98 92 52 53 53 78 53 56 96 57 52 84 52 63 102 89 55 1146 59 77 80 53 70 52 88
internal_value=0 0.000657648 0.000818865 0.00114994 0.00113283 0.000452541 0.000518796 0.00116148 0.00118034 0.00105972 0.000972981 0.00110824 0.000443099 0.0009761 0.00101613 0.00120241 0.00133284 0.00103597 0.00118522 0.00119524 0.000622845 0.000702572 0.000339511 0.00108275 0.00110949 0.00117046 0.00108497
internal_weight=0 686 384 2336 2244 302 249 1897 1679 260 205 155 196 347 218 1419 165 263 1254 1199 229 136 132 149 174 104 166
internal_count=3022 686 384 2336 2244 302 249 1897 1679 260 205 155 196 347 218 1419 165 263 1254 1199 229 136 132 149 174 104 166
is_linear=0
shrinkage=0.0032998


Tree=8402
num_leaves=22
num_cat=0
split_feature=14 4 15 0 0 51 151 15 132 43 1212 1455 16 13 43 50 15 43 11 13 13
split_gain=0.205093 0.158589 0.163297 0.21671 0.142748 0.138236 0.158892 0.117822 0.0859687 0.118309 0.0848672 0.0829884 0.0762899 0.0744281 0.0813805 0.072094 0.0720352 0.0690195 0.0493623 0.0455541 0.0141484
threshold=0.073890000000000011 0.31392000000000003 -0.41725999999999991 -0.10147999999999999 -0.018054999999999998 0.11178000000000002 0.011180000000000001 -0.070454999999999976 0.020305000000000004 0.041625000000000002 0.089785000000000018 0.083295000000000022 -0.097664999999999988 -0.0027149999999999995 -0.080324999999999994 0.12454000000000001 0.086195000000000008 -1.0000000180025095e-35 0.077330000000000024 -0.081124999999999989 -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 5 4 -4 17 6 8 15 9 10 11 -1 -11 14 -10 -7 -14 -3 -2 -8 -12
right_child=18 2 3 -5 -6 7 19 -9 13 12 20 -13 16 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.011351566149012508 0.013862995511637954 0.0025081927486810497 0.0073484174373337971 -0.0063863618038979371 0.017009615774514868 0.013218090171453898 0.0080367065014337272 0.001339362052283428 0.0062921301017184635 0.01306619123702955 0.01861056956405634 0.016599853931853266 0.003407135789073049 0.00375426578699896 0.014538434161281432 0.0049128030458285253 0.0094023298447439407 0.010325730213951157 0.021324046850438323 0.0010767900805031196 0.014535200772209707
leaf_weight=1551 53 61 84 53 54 68 52 84 72 75 53 92 100 80 66 54 135 69 52 56 58
leaf_count=1551 53 61 84 53 54 68 52 84 72 75 53 92 100 80 66 54 135 69 52 56 58
internal_value=0 0.00998078 0.00643731 0.00202185 0.00971515 0.0104182 0.0107798 0.00621467 0.0110789 0.0114165 0.0119545 0.0116465 0.00836641 0.00787387 0.010249 0.00955671 0.00685883 0.00667132 0.0175751 0.0044445 0.0164973
internal_weight=0 2917 321 137 184 2596 2390 206 2282 2064 1754 1643 310 218 138 122 235 130 105 108 111
internal_count=3022 2917 321 137 184 2596 2390 206 2282 2064 1754 1643 310 218 138 122 235 130 105 108 111
is_linear=0
shrinkage=0.16829


Tree=8403
num_leaves=28
num_cat=0
split_feature=1 12 2 14 4 12 1 3 12 4 4 52 4 52 124 4 160 16 2 16 52 1212 1 2 12 0 2
split_gain=7.88326 2.62358 1.84582 1.06076 0.797293 0.538766 0.508454 0.375845 0.362287 0.344407 0.402635 0.302091 0.291892 0.248646 0.207635 0.203184 0.172817 0.164556 0.157906 0.295295 0.14456 0.134646 0.132103 0.0985063 0.0862786 0.0193926 0.0181271
threshold=0.10123500000000001 -1.0000000180025095e-35 0.14870000000000003 0.064610000000000015 0.40318000000000004 0.056995000000000011 0.084470000000000003 -0.0031199999999999995 0.11549500000000001 0.51326500000000019 -0.011209999999999999 -0.52575499999999986 -0.0024899999999999996 0.11330000000000001 -0.059944999999999991 -0.10023999999999998 -0.012679999999999999 -0.028104999999999995 0.10301500000000001 0.060835000000000007 -0.010394999999999998 0.086260000000000017 0.11392000000000001 0.088475000000000012 -0.042789999999999988 -0.079684999999999992 0.089745000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 4 5 11 6 24 -8 13 10 -2 -3 -9 15 -12 -7 20 25 19 -13 -17 -18 -6 -19 -1 26 -15
right_child=1 2 -4 -5 22 8 7 12 -10 -11 14 18 -14 17 -16 16 21 23 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0010878188600060258 0.00020021183343220305 0.001100879159802156 0.0001834177253470946 0.0013456854737416266 0.00071648199230579541 0.0012066317632236454 0.0005293511428810173 0.00099468124467189372 0.00080480624047566947 0.00016532569523875754 0.00038890154150919055 0.0010600657613999368 0.00067305340288600685 0.0010162230822180691 0.0006435342255169716 0.001161178864607036 0.00098564284398615322 0.00072053170073901602 0.00075085917632506923 0.00075580145616252275 0.0010066321263955155 0.001082425354673393 0.00049941144954885296 0.00092238346457069683 0.000913692670442327 0.0010491114480826375 0.00092304722044689433
leaf_weight=75 61 74 55 91 60 71 61 68 97 77 68 81 58 52 74 165 893 55 95 63 119 201 66 56 60 52 74
leaf_count=75 61 74 55 91 60 71 61 68 97 77 68 81 58 52 74 165 893 55 95 63 119 201 66 56 60 52 74
internal_value=0 0.000609403 0.000754103 0.000995662 0.000825521 0.000980879 0.000855636 0.00074351 0.00100284 0.000353984 0.000425371 0.000914962 0.00084691 0.00101387 0.000521846 0.00103171 0.00102267 0.000924313 0.000857251 0.000927195 0.00109655 0.00100346 0.000603058 0.000822684 0.00101069 0.000987491 0.00096178
internal_weight=0 774 494 2248 439 2157 322 187 1835 280 203 313 126 1738 142 1449 1378 289 239 144 284 1094 126 111 135 178 126
internal_count=3022 774 494 2248 439 2157 322 187 1835 280 203 313 126 1738 142 1449 1378 289 239 144 284 1094 126 111 135 178 126
is_linear=0
shrinkage=0.0032998


Tree=8404
num_leaves=27
num_cat=0
split_feature=1 1 124 1 155 1456 14 1 47 47 1213 151 49 133 1213 49 124 39 1213 1213 49 1 43 1 157 133
split_gain=5.55127 1.59463 0.821244 0.716119 0.518516 0.413632 0.382126 0.250105 0.337004 0.201005 0.155765 0.19344 0.20354 0.130522 0.124281 0.106443 0.0808719 0.0799035 0.0733125 0.0684765 0.046758 0.0436702 0.0396799 0.0391424 0.0293227 0.00273701
threshold=0.12381000000000002 0.092395000000000019 -1.0000000180025095e-35 0.15720500000000001 0.084710000000000021 -0.0022699999999999994 0.064610000000000015 0.10442000000000001 0.082465000000000024 0.11224000000000002 0.010565000000000001 -0.08323499999999999 0.12001000000000002 0.085730000000000015 -0.052964999999999991 0.083250000000000005 -0.086434999999999984 0.092310000000000017 0.085475000000000009 -0.12254999999999999 -0.048359999999999993 0.09636500000000002 -0.0093249999999999982 0.13767000000000004 -0.081534999999999982 -0.08799499999999999
decision_type=2 2 2 2 2 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 16 9 5 -4 10 21 20 17 11 13 14 -1 19 -16 -3 23 -12 -13 -9 -7 -20 -2 -15 -24
right_child=3 2 4 -5 -6 7 -8 8 -10 -11 18 12 -14 24 15 -17 -18 -19 22 -21 -22 -23 25 -25 -26 -27
leaf_value=0.00081721749039714701 0.0003464127536590773 0.00050565447869609624 0.00094196756208575288 -1.9021725724625244e-05 0.00094211337659002019 0.00067631299903045557 0.0010631166313931719 0.00056992851668639694 0.00077042708254344838 0.00057196266509343201 0.0010061496626152242 0.00081002775268707483 0.00061405095692419092 0.0010601922612027191 0.00078365622360544317 0.00085954242167588153 0.00033737017048450838 0.00026763435272453382 0.000940381585955744 0.00091172171438952767 0.00044658091947614119 0.00078036327689790929 0.00086195025794279744 0.00047405515301741604 0.00094110357785054323 0.00080413476651421687
leaf_weight=72 59 68 56 53 95 102 87 52 63 59 74 119 55 56 806 286 61 78 74 227 114 93 54 53 54 52
leaf_count=72 59 68 56 53 95 102 87 52 63 59 74 119 55 56 806 286 61 78 74 227 114 93 54 53 54 52
internal_value=0 0.000800406 0.000664969 0.000328632 0.000718441 0.000674099 0.000847684 0.000638637 0.000563991 0.000402772 0.000837949 0.000826185 0.000813613 0.000929124 0.000821221 0.000803563 0.000426351 0.000350048 0.000915391 0.000876848 0.000485432 0.000726118 0.000877883 0.00040713 0.00100205 0.00083392
internal_weight=0 2720 704 302 575 480 2016 424 229 249 1929 1675 1493 182 1438 1092 129 190 254 346 166 195 180 112 110 106
internal_count=3022 2720 704 302 575 480 2016 424 229 249 1929 1675 1493 182 1438 1092 129 190 254 346 166 195 180 112 110 106
is_linear=0
shrinkage=0.0032998


Tree=8405
num_leaves=14
num_cat=0
split_feature=148 41 40 40 1 4 3 15 1429 52 4 3 155
split_gain=0.265623 0.189031 0.187051 0.158374 0.147401 0.102349 0.115718 0.334621 0.126126 0.0893053 0.0879885 0.0801704 0.0601381
threshold=-0.089829999999999979 0.080510000000000012 0.0045850000000000005 -0.08440499999999998 0.084815000000000015 -0.17006499999999999 0.10856000000000002 -0.24511999999999998 0.086665000000000006 0.091160000000000005 -0.008454999999999999 0.040040000000000006 0.087240000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 -3 9 8 -8 11 12 -2 -7 -5
right_child=1 4 -4 5 -6 6 7 -9 -10 -11 -12 -13 -14
leaf_value=-0.0025633727465444174 0.0079045698853896437 0.0090581717118942209 0.00099494705050598951 0.018020578057324509 0.020863085747186122 0.009801337543803551 0.014725436540191914 -0.00088822482411013762 0.0038222976559806536 0.0071801547595805185 -0.0015085474596510675 0.014842704791475321 0.011301687488191572
leaf_weight=52 57 52 76 95 73 2031 63 101 98 52 55 95 66
leaf_count=52 57 52 76 95 73 2031 63 101 98 52 55 95 66
internal_value=0 0.00954427 0.00925578 0.00948653 0.0159666 0.0097537 0.00943582 0.00509875 0.00975483 0.013309 0.00326602 0.0100275 0.0152774
internal_weight=0 2914 2789 2713 125 2601 2388 164 2224 213 112 2126 161
internal_count=2966 2914 2789 2713 125 2601 2388 164 2224 213 112 2126 161
is_linear=0
shrinkage=0.16829


Tree=8406
num_leaves=30
num_cat=0
split_feature=12 12 15 13 43 147 12 43 14 52 12 15 13 133 13 133 150 160 42 13 1212 43 1213 13 15 15 475 15 52
split_gain=5.77553 1.5452 1.43166 1.22182 1.07833 0.734018 0.635004 0.599311 0.418473 0.266114 0.271954 0.480722 0.16231 0.171741 0.148974 0.138104 0.12869 0.147876 0.173448 0.123908 0.0895716 0.119749 0.108965 0.0894836 0.0844933 0.116773 0.0812265 0.0523977 0.00446995
threshold=0.056995000000000011 0.14472000000000004 -0.26361999999999991 -0.27740999999999993 -0.067269999999999983 0.08486500000000001 0.091545000000000015 -0.09884999999999998 -0.10523499999999998 0.053330000000000009 -0.014854999999999998 -0.034094999999999993 -0.095139999999999988 -0.0059799999999999992 -0.0094049999999999984 0.118995 0.086870000000000017 -0.0012349999999999998 0.091695000000000013 -0.077799999999999994 0.083290000000000017 -0.008179999999999998 0.041405000000000004 -0.085784999999999986 0.11129500000000002 -0.039149999999999997 -0.086169999999999983 -0.011244999999999998 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
left_child=2 6 8 -4 7 9 12 -5 -1 10 -6 -12 13 -2 -9 20 17 18 -8 27 22 -22 26 -10 25 -21 -14 -19 -20
right_child=1 -3 3 4 5 -7 16 14 23 -11 11 -13 15 -15 -16 -17 -18 19 28 24 21 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00061353016593040412 0.0010861571280512238 0.00052581135883905748 0.0003761220020829111 0.00089400316219208115 0.0011425406731787561 0.00057708930638997701 0.00079339734636526453 0.00058785142456176131 0.00039794500530920536 0.001210565205301147 0.00070108655694456703 0.0010638989426578775 0.0012219742030765046 0.00085643091352959673 0.00035749684104343521 0.0009492904736128308 0.00079942843665530374 0.0011720839699883626 0.00095381882363664093 0.00092464393789209933 0.0011077314328097551 0.00092712722336457773 0.0012391335889453431 0.00020662346151840535 0.00085165753800814934 0.0010333605279778991 0.0010944789263823782 0.0010260485893845222 0.0010203102099930427
leaf_weight=80 75 69 78 60 60 53 100 76 52 55 82 79 65 72 53 71 52 57 53 189 102 72 79 57 58 284 664 65 54
leaf_count=80 75 69 78 60 60 53 100 76 52 55 82 79 65 72 53 71 52 57 53 189 102 72 79 57 58 284 664 65 54
internal_value=0 0.00101279 0.000682546 0.00076198 0.000820014 0.000934338 0.00102868 0.000620818 0.000431871 0.00100281 0.00095095 0.000879331 0.00107881 0.000973878 0.000493483 0.00109342 0.000962688 0.000972518 0.000894007 0.000997352 0.00110381 0.0010332 0.00111897 0.000298219 0.00097495 0.000989994 0.0011059 0.00109457 0.000987705
internal_weight=0 2181 785 596 518 329 2112 189 189 276 221 161 1200 147 129 1053 912 860 207 653 982 174 808 109 531 473 729 122 107
internal_count=2966 2181 785 596 518 329 2112 189 189 276 221 161 1200 147 129 1053 912 860 207 653 982 174 808 109 531 473 729 122 107
is_linear=0
shrinkage=0.0032998


Tree=8407
num_leaves=21
num_cat=0
split_feature=1 13 12 11 0 1 4 3 3 0 3 124 160 52 4 4 4 133 3 12
split_gain=0.189161 0.177505 0.163855 0.146608 0.223935 0.250503 0.208944 0.177658 0.152455 0.138824 0.0977152 0.0865018 0.0828741 0.113243 0.0768736 0.121439 0.0699523 0.0595855 0.0495684 0.042179
threshold=0.12000500000000001 0.10621000000000001 -0.12305999999999999 0.077165000000000025 -0.13165999999999997 0.083670000000000008 -0.078929999999999986 -0.12711499999999995 -0.0063699999999999989 -0.074679999999999983 -0.16574499999999995 -0.085174999999999987 -0.080499999999999974 -0.010819999999999998 -0.47860499999999995 -0.092854999999999979 0.012315000000000001 -0.010024999999999997 -0.020759999999999997 0.084675000000000014
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 -1 10 -6 -7 -4 -5 -9 13 19 -14 -16 -10 -15 -11 -13
right_child=1 -3 9 6 7 8 -8 11 16 18 -12 12 14 17 15 -17 -18 -19 -20 -21
leaf_value=0.013212767196572446 0.014328524061976782 -0.0036365569504709897 -0.00040487898713209748 0.013633117139897018 0.0013264565674599624 -0.0067922193578534885 0.020798805875238566 0.003300867179692136 0.0075710587010435941 0.01127429542814562 0.0039502879283995936 0.013248761792231245 0.015391546640453366 0.015223852679459932 0.0011063711561609974 0.0090623853436476633 0.00035811751795413209 0.0089657097318398566 0.004582647456565842 0.019615414773472929
leaf_weight=63 59 60 98 64 81 52 69 65 72 65 56 76 52 52 57 1442 82 286 63 52
leaf_count=63 59 60 98 64 81 52 69 65 72 65 56 76 52 52 57 1442 82 286 63 52
internal_value=0 0.00466391 0.00641768 0.00886762 0.00851471 0.00392375 0.0133992 0.00908483 0.00107421 0.0043445 0.00912944 0.00938581 0.00958101 0.0115625 0.00898451 0.00876105 0.00374207 0.00993382 0.00799479 0.0158493
internal_weight=0 345 285 2621 2432 269 189 2163 206 226 120 2082 2017 466 1551 1499 154 338 128 128
internal_count=2966 345 285 2621 2432 269 189 2163 206 226 120 2082 2017 466 1551 1499 154 338 128 128
is_linear=0
shrinkage=0.16829


Tree=8408
num_leaves=18
num_cat=0
split_feature=40 49 41 4 3 4 1 11 3 160 43 151 12 1375 3 4 12
split_gain=0.146011 0.178299 0.120934 0.120704 0.101054 0.150803 0.0931532 0.0879588 0.122369 0.245658 0.115059 0.0827462 0.0827591 0.0648029 0.045715 0.0851918 0.0372475
threshold=-0.08440499999999998 -0.015164999999999998 0.084515000000000021 0.27020000000000005 0.10766000000000002 -0.072004999999999986 0.13831000000000002 0.079700000000000007 -0.10175499999999998 -0.016244999999999996 -0.11158 -0.093409999999999979 0.084270000000000012 -0.010004999999999998 -0.0013299999999999998 0.42405000000000009 0.088965000000000002
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 7 -6 14 8 9 -2 -11 12 -10 -13 16 -16 -5
right_child=2 -3 -4 6 5 -7 -8 -9 11 10 -12 13 -14 -15 15 -17 -18
leaf_value=-0.0049736190081327986 -0.0065298375585820714 0.007402774166583562 0.013283386684134715 0.0076967161508109602 0.0099218202698428265 -0.0017054762613620065 0.0088789875325612291 0.012553679522404637 0.016637225578604514 0.012244951461586009 0.0015618706626739447 0.002353787684442844 0.0077854221144642586 0.0077202689716927503 -0.0052480981134878056 0.004009051492192368 0.0013389374513999791
leaf_weight=63 52 69 91 53 52 80 76 101 59 63 53 67 63 1858 53 60 53
leaf_count=63 52 69 91 53 52 80 76 101 59 63 53 67 63 1858 53 60 53
internal_value=0 0.00148225 0.00722553 0.00702391 0.00741222 0.00286136 0.00379552 0.00767081 0.00744735 0.00306345 0.00737938 0.00780627 0.0120809 0.00753442 0.0020232 -0.000316898 0.00453478
internal_weight=0 132 2834 2743 2448 132 295 2316 2215 168 116 2047 122 1925 219 113 106
internal_count=2966 132 2834 2743 2448 132 295 2316 2215 168 116 2047 122 1925 219 113 106
is_linear=0
shrinkage=0.16829


Tree=8409
num_leaves=20
num_cat=0
split_feature=4 2 39 43 11 0 0 2 51 16 4 2 159 16 4 480 0 0 0
split_gain=5.35166 2.83179 0.82823 0.524281 0.422036 0.47965 0.645534 0.388359 0.378394 0.27282 0.290482 0.240289 0.239435 0.207746 0.183833 0.161005 0.156326 0.13588 0.118045
threshold=0.27258000000000004 0.13270000000000001 0.082765000000000019 -0.078409999999999994 1.0000000180025095e-35 -0.11991499999999998 -0.14755499999999996 -0.054704999999999997 0.093815000000000023 0.022165000000000004 -0.44205499999999992 0.14870000000000003 0.08894500000000001 0.25032500000000008 0.51326500000000019 -0.039079999999999997 -0.15270499999999995 -0.077574999999999991 -0.068669999999999995
decision_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 18 5 6 -1 -2 -3 15 -11 14 -12 -6 16 -7 -9 -17 -4
right_child=7 8 3 -5 13 9 -8 11 -10 10 12 -13 -14 -15 -16 17 -18 -19 -20
leaf_value=0.00091562778942157349 0.00068216866382622276 0.00058409395382611558 0.00067144083383626992 0.00094973272105116648 0.0011971894482709607 0.0011357436475063257 0.00049999835221114467 0.00040791375660118132 0.00021367753008487593 0.001036022663614107 0.00085325076546823844 0.00022107106242398602 0.00061253752345975104 0.00095047475299411648 0.00031682830331225846 0.00096123086885249644 0.00062626000102658605 0.00087999275832277883 0.00045858830195939088
leaf_weight=101 66 59 58 58 92 52 69 71 62 83 310 64 54 66 74 1202 75 291 59
leaf_count=101 66 59 58 58 92 52 69 71 62 83 310 64 54 66 74 1202 75 291 59
internal_value=0 0.000888092 0.000912012 0.000692316 0.000928568 0.000916436 0.000747138 0.000453398 0.000394585 0.000930867 0.000858266 0.000400109 0.000817637 0.00109435 0.000452032 0.000951849 0.000520319 0.00094542 0.000564406
internal_weight=0 2616 2495 175 2320 2162 170 350 121 1992 447 284 364 158 220 1545 146 1493 117
internal_count=2966 2616 2495 175 2320 2162 170 350 121 1992 447 284 364 158 220 1545 146 1493 117
is_linear=0
shrinkage=0.0032998


Tree=8410
num_leaves=19
num_cat=0
split_feature=4 2 123 3 11 2 0 0 0 3 14 3 4 49 49 4 1429 42
split_gain=5.46309 1.61992 0.667499 0.434242 0.412614 0.405836 0.45527 0.36582 0.332441 0.234182 0.178204 0.161338 0.132394 0.0970335 0.096131 0.211927 0.0828365 0.0563461
threshold=0.31392000000000003 0.14253500000000002 1.0000000180025095e-35 0.35004500000000011 1.0000000180025095e-35 0.092250000000000013 -0.13843999999999998 -0.105195 -0.080809999999999979 -0.11372999999999998 -0.41608999999999996 -0.10067 0.0051950000000000008 -0.080539999999999987 -0.068409999999999985 -0.007069999999999999 -0.057014999999999989 0.09364500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 9 -7 -2 -6 -1 -9 -8 -13 -4 15 -11 -16 -12
right_child=3 -3 13 -5 8 6 11 10 -10 14 17 12 -14 -15 16 -17 -18 -19
leaf_value=0.00059395472146877833 0.00051648758664879447 0.00031247152563531152 0.00066761356724798508 2.3562445391924204e-05 0.0011004675330836926 0.00049003559162272108 0.00056513124595906471 0.00041607651048288695 0.00081346401719531512 0.00086010004629572532 0.00025363022348873687 0.00079961556938986343 0.00068939113443569091 0.00048905575410193233 0.00095695444488592876 0.00056969641751143435 0.00081834072262025983 0.00010197932466375368
leaf_weight=55 94 85 56 53 81 90 52 52 100 58 56 346 191 89 52 54 1277 53
leaf_count=55 94 85 56 53 81 90 52 52 100 58 56 346 191 89 52 54 1277 53
internal_value=0 0.000761154 0.000776389 0.000296051 0.000789799 0.000777109 0.000709774 0.000352548 0.000942097 0.000807647 0.000256613 0.00074329 0.000760477 0.000558259 0.000815779 0.000720399 0.000823791 0.000180215
internal_weight=0 2586 2501 308 2356 2175 679 255 181 1496 161 589 537 145 1441 112 1329 109
internal_count=2894 2586 2501 308 2356 2175 679 255 181 1496 161 589 537 145 1441 112 1329 109
is_linear=0
shrinkage=0.0032998


Tree=8411
num_leaves=28
num_cat=0
split_feature=1 47 1 49 1 484 49 15 42 15 48 1429 15 403 15 160 11 15 49 403 159 15 155 52 48 159 42
split_gain=8.34437 1.258 1.09287 0.715369 0.71105 0.53701 0.417727 0.402896 0.388115 0.366496 0.357429 0.29788 0.248719 0.181216 0.245177 0.178866 0.229887 0.212908 0.145316 0.134699 0.131646 0.131416 0.128377 0.162633 0.112589 0.0955497 0.0589927
threshold=0.11657000000000002 0.085585000000000008 0.089245000000000005 -0.014479999999999998 0.15028500000000003 0.057010000000000005 -0.088164999999999979 -0.044024999999999988 0.11573500000000002 -0.43091499999999999 0.091045000000000015 -0.0091699999999999993 -0.10646499999999999 -0.088099999999999984 0.043560000000000008 -0.086854999999999988 1.0000000180025095e-35 -0.033234999999999994 0.092515000000000014 -0.14275499999999999 -0.092444999999999986 0.08759500000000002 0.099270000000000011 -0.07167999999999998 0.084260000000000015 -0.023859999999999996 0.096160000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 6 7 12 -4 9 11 -2 -3 -1 -5 14 -13 17 18 20 -17 21 -15 -16 23 -14 -8 -19 -25
right_child=1 10 3 5 -6 -7 24 -9 -10 -11 -12 13 22 15 19 16 -18 25 -20 -21 -22 -23 -24 26 -26 -27 -28
leaf_value=0.0011501740952795587 0.00038220556736391111 0.0008379503237923733 0.00081519404668801 0.00069908270142454059 -8.3442535590953456e-05 0.00050811491432508238 0.00037383630170599011 0.00056995021785428578 0.00071314678603895626 6.9544379191117887e-05 0.00045599039744749118 0.00067082479040309376 0.00071134104418203964 0.0008831078340761783 0.0010661445704665952 0.00095983343357025099 0.0011443353251878834 0.0010460351950737797 0.00085337849226429434 0.00078927559748311765 0.00066663753572200135 0.00084520655027331144 0.0010170247655418422 0.00086364178923148351 0.00057245613946131017 0.00087668545281304985 0.00097481511705556953
leaf_weight=63 89 55 59 91 61 54 61 53 101 76 53 72 64 55 68 796 66 61 178 80 75 56 76 174 67 105 85
leaf_count=63 89 55 59 91 61 54 61 53 101 76 53 72 64 55 68 796 66 61 178 80 75 56 76 174 67 105 85
internal_value=0 0.000348267 0.000869025 0.000761346 0.000231019 0.000822029 0.000584628 0.000319172 0.000913326 0.000238405 0.000650833 0.000925375 0.000856551 0.000916568 0.000838321 0.000932706 0.00095339 0.000859914 0.000940415 0.000897264 0.000758492 0.00096665 0.000892377 0.000862939 0.000478077 0.000939129 0.000900263
internal_weight=0 387 2507 731 279 544 187 218 1776 165 108 1675 490 1612 276 1336 1040 296 974 204 130 124 399 323 128 166 259
internal_count=2894 387 2507 731 279 544 187 218 1776 165 108 1675 490 1612 276 1336 1040 296 974 204 130 124 399 323 128 166 259
is_linear=0
shrinkage=0.0032998


Tree=8412
num_leaves=27
num_cat=0
split_feature=1 4 2 1 150 14 51 0 2 3 1 3 2 4 4 151 159 4 1213 1213 51 1 4 1 52 15
split_gain=3.98278 0.881998 0.711623 0.53893 0.368769 0.328929 0.266518 0.234925 0.232902 0.190092 0.187185 0.193355 0.162754 0.154321 0.215883 0.141261 0.0986414 0.0925171 0.0867501 0.174494 0.108799 0.133458 0.122656 0.0761707 0.0551758 0.0132376
threshold=0.11561500000000001 -0.03463999999999999 0.095850000000000005 0.14754500000000001 0.08926000000000002 0.073890000000000011 -0.067854999999999985 -0.070134999999999989 0.12551500000000002 -0.13827999999999999 0.095785000000000009 0.10402500000000002 -1.0000000180025095e-35 0.032770000000000001 0.066300000000000012 -0.035524999999999994 0.082975000000000007 0.40996000000000005 -0.086579999999999976 -0.32913499999999996 0.0045000000000000014 0.077690000000000023 -1.0000000180025095e-35 0.080545000000000019 0.029970000000000007 -0.46483499999999994
decision_type=2 2 2 2 2 2 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 8 7 -3 13 9 -4 16 -12 -9 18 -15 -8 24 -17 19 -1 22 -22 -20 -14 -11 -19
right_child=1 3 4 -5 -6 -7 15 12 -10 10 11 -13 23 14 -16 17 -18 25 20 -21 21 -23 -24 -25 -26 -27
leaf_value=0.0007958521382273664 0.0006830763294805969 0.0005226527705862533 0.00077205060866312916 6.3361680070208574e-06 0.00036682755541237155 0.00092284849024185035 0.00012207527146838927 0.00043456960441226665 0.00044301631761684717 0.00057428740155980205 0.000359030524540867 0.0006242667650725658 0.00056233159816159069 0.00044221368508487615 0.00071172203440544987 0.0004335264953942303 0.00075622193784191801 0.00030216006382270216 0.00073899047417995574 0.00057119276854840449 0.00074635150672666499 0.00055320708407462021 0.00085437647304671194 0.00073259388941443741 0.00066714600728604674 0.00022450673119885791
leaf_weight=62 64 60 99 72 72 80 52 53 76 149 58 64 55 52 90 54 77 55 898 102 88 74 118 67 150 53
leaf_count=62 64 60 99 72 72 80 52 53 76 149 58 64 55 52 90 54 77 55 898 102 88 74 118 67 150 53
internal_value=0 0.000326877 0.000678101 0.000260889 0.000592493 0.000714756 0.00032765 0.0007047 0.000616583 0.000638619 0.000612023 0.00049846 0.000589227 0.000718293 0.000613277 0.000272812 0.000648777 0.000320979 0.000729379 0.00065634 0.000739518 0.000658343 0.000752426 0.000656125 0.00062099 0.000264379
internal_weight=0 410 2484 346 745 1739 274 1659 673 597 498 122 175 1484 142 214 376 162 1342 164 1178 162 1016 122 299 108
internal_count=2894 410 2484 346 745 1739 274 1659 673 597 498 122 175 1484 142 214 376 162 1342 164 1178 162 1016 122 299 108
is_linear=0
shrinkage=0.0032998


Tree=8413
num_leaves=21
num_cat=0
split_feature=4 2 123 2 150 49 14 14 0 129 0 4 13 0 4 13 43 4 13 4
split_gain=6.19388 1.94677 0.887166 0.551328 0.56544 0.416907 0.405361 0.216627 0.22311 0.179511 0.177701 0.201526 0.272913 0.173561 0.174466 0.121387 0.118892 0.0988277 0.139224 0.101845
threshold=0.27258000000000004 0.14253500000000002 1.0000000180025095e-35 0.095850000000000005 0.082085000000000019 1.0000000180025095e-35 0.073890000000000011 -0.41992499999999994 -0.088144999999999987 0.084165000000000004 -0.072624999999999981 -0.27577999999999997 -0.043279999999999992 -0.16423499999999996 0.052250000000000012 -0.085919999999999982 -0.077704999999999982 -0.0073499999999999998 0.022635000000000006 0.028075000000000006
decision_type=2 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 9 7 10 -2 15 17 13 -12 -13 -1 -15 -9 -4 18 -5 -19
right_child=5 -3 16 4 -6 -7 -8 8 -10 -11 11 12 -14 14 -16 -17 -18 19 -20 -21
leaf_value=0.00077262889561841399 0.00051811124171601962 0.00039960357922999589 0.00058298188690335013 0.00098601306099655676 0.00054238742141075901 0.00063957307733241906 0.0011907148027786719 0.0005062306395283208 0.00016455185453159845 0.00069321464133625813 0.0010356580571522409 0.00089545260237635098 0.00061639117766107692 0.00097852569027381125 0.00084547416093108023 0.00029105955232589138 0.00078468550467319194 0.00071148836788420089 0.00083604826206286483 0.00088730521747081373
leaf_weight=54 68 84 90 195 63 73 78 55 79 55 55 118 58 1251 122 62 52 56 110 116
leaf_count=54 68 84 90 195 63 73 78 55 79 55 55 118 58 1251 122 62 52 56 110 116
internal_value=0 0.00089438 0.000911172 0.000926635 0.000839466 0.000418247 0.000956491 0.000356914 0.000300808 0.00087458 0.00094545 0.000859073 0.000803689 0.000959408 0.000966729 0.000392509 0.000657093 0.000895418 0.000932043 0.000830267
internal_weight=0 2557 2473 2331 595 337 1736 264 196 532 1658 231 176 1427 1373 117 142 477 305 172
internal_count=2894 2557 2473 2331 595 337 1736 264 196 532 1658 231 176 1427 1373 117 142 477 305 172
is_linear=0
shrinkage=0.0032998


Tree=8414
num_leaves=30
num_cat=0
split_feature=1 1 12 14 4 4 1 13 4 1 12 15 4 48 12 16 42 1 133 42 49 150 12 16 42 16 12 12 52
split_gain=8.1831 1.78381 1.17175 0.888672 0.554381 0.481394 0.440509 0.25858 0.249508 0.204141 0.403813 0.236437 0.194598 0.277286 0.196268 0.326637 0.176797 0.156377 0.178867 0.18376 0.179627 0.142997 0.111275 0.230941 0.136369 0.101628 0.085437 0.063076 0.0619157
threshold=0.10398500000000001 0.12313000000000002 0.085075000000000026 0.056865000000000006 0.42118000000000005 0.018150000000000003 0.14646500000000004 -1.0000000180025095e-35 0.010535000000000001 0.090650000000000022 0.089135000000000006 -1.0000000180025095e-35 -0.0083549999999999978 0.083775000000000002 0.082795000000000021 0.0015850000000000003 0.083595000000000017 0.083670000000000008 0.11524500000000001 0.086510000000000017 0.092515000000000014 0.08486500000000001 0.093125000000000013 0.056515000000000003 0.10192000000000002 0.035560000000000008 0.095175000000000023 0.086815000000000017 -0.014264999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 5 7 9 -6 -3 -4 12 11 -11 14 16 15 -1 -14 18 19 20 -7 28 24 -24 -16 26 -12 -15 -2
right_child=1 4 8 -5 6 17 -8 -9 -10 10 25 -13 13 27 22 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30
leaf_value=0.00053742818079373508 0.00041610622726612006 0.00024765489482199291 0.00094333013786106245 0.0011726857751625486 0.00024001667113937716 0.0010307994541669491 -0.0001361724259806284 0.00052774985185643727 0.00067112813070032101 0.00050773177313338759 0.00085005177030994083 0.00080493739211377248 0.0012138181470257982 0.00092120415568246042 0.00088401815050298451 0.00088023576879538222 0.00097327616993923567 0.00059175624330273303 0.00059133600061136429 0.00069684347171855197 0.00077296620617385776 0.00030621223911664591 0.0008682591902506333 0.00063157154030661015 0.0010608242223786178 0.00077438711997325808 0.0010265807160951474 0.00077356010806400519 0.00055763011550199755
leaf_weight=53 67 74 78 93 88 57 55 71 72 69 66 52 52 69 754 73 103 74 53 94 65 69 207 59 53 69 62 68 75
leaf_count=53 67 74 78 93 88 57 55 71 72 69 66 52 52 69 754 73 103 74 53 94 65 69 207 59 53 69 62 68 75
internal_value=0 0.000435086 0.000589673 0.000855906 0.000241194 0.0008422 9.50822e-05 0.000385048 0.000812908 0.000863795 0.000786841 0.000635748 0.000880184 0.00095766 0.000861287 0.000736319 0.0010542 0.000728202 0.000765607 0.000808204 0.000893718 0.000430808 0.000875929 0.000815893 0.000895674 0.000879465 0.000935833 0.000848178 0.000491103
internal_weight=0 649 361 2245 288 2152 143 145 150 1809 318 121 1491 292 1199 126 155 343 269 216 122 211 1073 266 807 197 128 137 142
internal_count=2894 649 361 2245 288 2152 143 145 150 1809 318 121 1491 292 1199 126 155 343 269 216 122 211 1073 266 807 197 128 137 142
is_linear=0
shrinkage=0.0032998


Tree=8415
num_leaves=30
num_cat=0
split_feature=4 3 150 3 3 3 156 13 16 13 123 16 12 3 4 39 15 3 12 15 16 15 16 13 13 13 15 3 3
split_gain=10.1028 2.81536 1.02532 0.640338 0.600123 0.625885 0.4938 0.487685 0.354007 0.368503 0.338585 0.308295 0.204938 0.208569 0.185795 0.176015 0.144854 0.139233 0.221647 0.137187 0.113257 0.105809 0.298104 0.172822 0.0945359 0.0922558 0.0616704 0.0560628 0.0494816
threshold=0.31392000000000003 -0.066229999999999997 0.083680000000000018 0.31395500000000004 0.12478500000000002 -0.010059999999999998 0.088735000000000022 -0.14022999999999999 0.026395000000000005 -1.0000000180025095e-35 0.085810000000000011 0.39813000000000004 0.086675000000000016 -0.085549999999999973 -0.014854999999999998 0.085505000000000012 -0.11949999999999998 0.10021000000000001 -0.012249999999999999 -0.43587999999999999 -0.018754999999999997 0.039965000000000007 -0.0070549999999999996 -0.018299999999999997 -0.081849999999999992 -0.089024999999999979 0.11598000000000001 -0.082354999999999984 -0.11372999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 10 5 8 7 -1 9 -3 19 -8 13 21 26 -4 -16 18 -7 -2 -20 22 -9 -23 -18 -15 28 -27 -14
right_child=3 2 15 -5 -6 17 11 12 -10 -11 -12 -13 14 25 16 -17 24 -19 20 -21 -22 23 -24 -25 -26 27 -28 -29 -30
leaf_value=0.00128824491084608 0.00053351696094711197 0.00066318648347371979 0.00057465301938624841 -4.9641751753937334e-05 0.00052083553914342412 0.00082115113949525638 0.00064252008732810313 0.0010218225792880413 0.00049763484575557305 0.00099751818496095494 0.00015665144103240366 0.000938080178741988 0.0010711636323421753 0.0009876297269467843 0.0010457850998874248 0.00035231612690167703 0.00093735026562387499 0.00080329030839147925 0.0009812297073234018 0.00034067433512339221 0.0011938615199402595 0.00088163249905074477 0.00071357594400233858 0.001114287350955088 0.00081596674131143075 0.0010886835869872527 0.00087600795727022906 0.0012238343307683225 0.00097045068477476107
leaf_weight=53 68 95 94 58 81 52 84 85 64 59 80 73 66 64 52 68 109 52 60 103 56 59 59 93 230 97 76 62 651
leaf_count=53 68 95 94 58 81 52 84 85 64 59 80 73 66 64 52 68 109 52 60 103 56 59 59 93 230 97 76 62 651
internal_value=0 0.000893689 0.000711286 0.00026232 0.000782929 0.000831318 0.000958603 0.000974536 0.000705392 0.000791503 0.000334547 0.000780171 0.000964752 0.00102023 0.000940403 0.000481544 0.000880549 0.000955939 0.00100298 0.000417566 0.00108418 0.000961847 0.000895772 0.00102421 0.0008551 0.00109757 0.00096987 0.00114161 0.00097977
internal_weight=0 2594 681 309 519 438 1913 1756 218 154 251 157 1703 519 1184 162 391 220 168 171 116 296 144 152 339 223 793 159 717
internal_count=2903 2594 681 309 519 438 1913 1756 218 154 251 157 1703 519 1184 162 391 220 168 171 116 296 144 152 339 223 793 159 717
is_linear=0
shrinkage=0.0032998


Tree=8416
num_leaves=24
num_cat=0
split_feature=4 12 2 12 2 2 4 11 2 4 2 11 16 13 16 16 16 52 2 2 51 2 4
split_gain=11.0297 4.13431 1.7156 1.33105 1.08647 0.983988 0.926391 0.808965 0.536334 0.38267 0.366134 0.314901 0.304597 0.320418 0.302406 0.275671 0.162306 0.153711 0.118499 0.111209 0.105946 0.0435156 0.0090303
threshold=0.31392000000000003 0.056995000000000011 0.10979000000000001 0.14472000000000004 0.14870000000000003 0.072175000000000017 -1.0000000180025095e-35 1.0000000180025095e-35 0.096435000000000007 -0.054114999999999989 0.096080000000000013 0.08184000000000001 -0.5103049999999999 -1.0000000180025095e-35 -0.067169999999999994 0.064455000000000012 -0.17773999999999998 0.089455000000000021 0.084450000000000011 0.11002000000000002 -0.019539999999999998 0.10912000000000001 -0.50139499999999992
decision_type=2 2 2 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 12 6 -1 8 15 22 -11 -9 -2 -14 -4 16 -3 19 -18 -10 -17 -19 -7
right_child=4 3 14 -5 -6 9 -8 11 17 10 -12 -13 13 -15 -16 20 18 21 -20 -21 -22 -23 -24
leaf_value=0.00040259644029941728 0.00066223881417898334 0.0010195835493338439 0.00068736889159497216 0.00063526534467079731 1.8510813499055812e-05 0.0012474208843433466 0.0010021721239424177 0.001611056070464763 0.0008888450349734783 0.0010911180314835439 0.00077306144710951783 0.0012924860785612088 0.00031147577888614186 0.00063117892442444436 0.00039121638586693932 0.00097127776348377283 0.0011639223231504061 0.0010599939362969744 0.0012310157395929032 0.001054938467687112 0.0011349164577664282 0.0011815231738631668 0.0011667332679775825
leaf_weight=59 103 57 74 52 57 53 54 53 98 92 71 101 95 54 78 87 514 88 753 88 97 65 60
leaf_count=59 103 57 74 52 57 53 54 53 98 92 71 101 95 54 78 87 514 88 753 88 97 65 60
internal_value=0 0.00109029 0.000833428 0.00115796 0.000430567 0.000949702 0.000689431 0.00117152 0.00115226 0.00105613 0.000952794 0.00140235 0.000523631 0.000427578 0.000535628 0.00117908 0.00119592 0.00103282 0.00120382 0.000967616 0.00105774 0.00111185 0.00120489
internal_weight=0 2594 541 2053 309 389 113 2001 1847 276 163 154 252 149 152 1508 1324 339 1267 186 184 153 113
internal_count=2903 2594 541 2053 309 389 113 2001 1847 276 163 154 252 149 152 1508 1324 339 1267 186 184 153 113
is_linear=0
shrinkage=0.0032998


Tree=8417
num_leaves=11
num_cat=0
split_feature=15 14 3 39 43 15 10 151 130 16
split_gain=0.393799 0.169336 0.153732 0.133946 0.141858 0.105048 0.189088 0.108142 0.0763645 0.0428458
threshold=-0.26361999999999991 0.073890000000000011 -0.0013299999999999998 0.10096000000000001 -0.49922499999999997 -0.19153499999999998 -0.0062549999999999993 -0.22379999999999997 0.11974000000000001 -0.41776999999999992
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 -6 -7 -8 -9 -4
right_child=1 -3 9 -5 5 6 7 8 -10 -11
leaf_value=0.008224605066865124 0.019053139933813652 0.018449550213931763 0.0027452913926452271 0.0038806997026533219 0.017126223454599607 0.0031783680801399082 0.0040960525896444298 0.011258151985177376 0.004733561020790018 -0.0038470921121741162
leaf_weight=103 61 85 52 78 73 94 65 2179 53 60
leaf_count=103 61 85 52 78 73 94 65 2179 53 60
internal_value=0 0.011028 0.00353053 0.010785 0.0109976 0.0107974 0.0106034 0.0109065 0.011104 -0.000770302
internal_weight=0 2688 215 2603 2525 2464 2391 2297 2232 112
internal_count=2903 2688 215 2603 2525 2464 2391 2297 2232 112
is_linear=0
shrinkage=0.16829


Tree=8418
num_leaves=15
num_cat=0
split_feature=4 11 15 12 42 10 481 49 48 4 4 4 4 4
split_gain=0.301549 0.146306 0.193762 0.142387 0.131982 0.122405 0.107247 0.110342 0.0927165 0.103703 0.10367 0.0507189 0.0119986 0.00179489
threshold=0.27258000000000004 1.0000000180025095e-35 1.0000000180025095e-35 -0.084509999999999988 0.090295000000000014 -0.0062549999999999993 -0.086574999999999985 0.15171000000000004 -0.072384999999999991 -0.17568999999999999 -0.097349999999999978 0.50996500000000011 0.41377500000000006 -0.50324499999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -2 11 -1 -7 8 -8 13 -11 12 -5 -10
right_child=3 2 -4 4 -6 6 7 -9 9 10 -12 -13 -14 -15
leaf_value=0.003074776937285164 -0.0016943349529532244 0.0094740568074454575 0.021276712328091103 0.0079957652252338317 -0.0012869040072349153 0.00306785033117831 0.015154654634507133 0.0018944434827267193 0.013076828245208241 0.0018635956814130551 0.0093156162525439602 0.0124731388949448 0.0046425604044723606 0.014847316776193189
leaf_weight=96 92 100 66 65 53 78 84 54 60 55 1910 56 64 70
leaf_count=96 92 100 66 65 53 78 84 54 60 55 1910 56 64 70
internal_value=0 0.00932641 0.0141775 0.00391291 0.00608796 0.0089911 0.00923609 0.00945075 0.00963718 0.0094151 0.00910795 0.00821047 0.00634609 0.014044
internal_weight=0 2573 166 330 238 2407 2311 2233 2179 2095 1965 185 129 130
internal_count=2903 2573 166 330 238 2407 2311 2233 2179 2095 1965 185 129 130
is_linear=0
shrinkage=0.16829


Tree=8419
num_leaves=30
num_cat=0
split_feature=1 2 16 2 12 2 1 150 14 1 4 1 12 51 3 1 51 484 16 3 3 3 401 4 4 15 15 401 4
split_gain=7.8908 1.69862 1.08552 0.700353 0.450958 0.526486 0.440584 0.310849 0.258127 0.25275 0.617696 0.198113 0.168113 0.178787 0.161205 0.136968 0.131232 0.107578 0.104295 0.099034 0.149604 0.0944779 0.0822565 0.0913771 0.241807 0.0792736 0.0623576 0.0471395 0.0350406
threshold=0.10509 0.14253500000000002 0.31625000000000009 0.092250000000000013 0.088365000000000013 0.12623500000000001 0.11507500000000002 0.10784500000000001 0.073890000000000011 0.088470000000000007 -0.17568999999999999 0.080320000000000016 0.11878500000000002 0.092720000000000011 0.17351000000000003 0.11561500000000001 -0.014829999999999998 0.057010000000000005 -1.0000000180025095e-35 -0.012814999999999998 -0.072274999999999992 -0.0070649999999999992 0.078330000000000025 -0.015539999999999998 -0.029404999999999997 -0.069814999999999988 -0.011749999999999998 0.094270000000000007 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 2 2 2 2 2
left_child=3 2 4 7 5 6 21 8 11 12 -11 22 13 16 -3 -6 25 19 28 20 -13 -2 23 24 -1 -5 -25 -24 -18
right_child=1 14 -4 9 15 -7 -8 -9 -10 10 -12 17 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 27 26 -26 -27 -28 -29 -30
leaf_value=0.00089339462375224478 0.00030363925475110294 0.00017441262438968208 0.00080734995157332888 0.00096651412457262578 0.00073350578980306471 0.00060521472020592135 0.00011064335162456058 0.00064578409327557666 0.0010953817865974437 0.00088296295890714297 0.00042833666377196098 0.00084697244646279066 0.00062312715583899472 0.0009656009471927737 -6.5744222370892871e-05 0.00049171586353545201 0.00082001573099341619 0.00068642520899905098 0.00065125671726622147 0.00095943643370135275 0.00065505437702123104 0.00048685602783974318 0.0010694014315540464 0.00091924546107321971 0.00065893624655135794 0.0007967087503058123 0.0010520490662907149 0.00092653453911231676 0.00073751142280797054
leaf_weight=450 56 71 102 56 52 72 96 62 63 57 77 337 67 65 53 53 134 57 98 70 53 72 53 209 55 75 53 62 123
leaf_count=450 56 71 102 56 52 72 96 62 63 57 77 337 67 65 53 53 134 57 98 70 53 72 53 209 55 75 53 62 123
internal_value=0 0.000417732 0.00050302 0.000835932 0.000425521 0.000359325 0.000280132 0.000876734 0.000886504 0.000753196 0.000621985 0.000877073 0.000781589 0.000800794 7.14809e-05 0.000611795 0.000778679 0.000825029 0.000745041 0.000842127 0.000820982 0.000406974 0.000907539 0.000894727 0.000867929 0.000869566 0.000946245 0.000992684 0.000780666
internal_weight=0 627 503 2276 401 296 224 1524 1462 752 134 1399 618 551 124 105 486 517 355 460 390 128 882 767 505 131 262 115 257
internal_count=2903 627 503 2276 401 296 224 1524 1462 752 134 1399 618 551 124 105 486 517 355 460 390 128 882 767 505 131 262 115 257
is_linear=0
shrinkage=0.0032998


Tree=8420
num_leaves=27
num_cat=0
split_feature=1 12 1 3 1 150 3 0 40 43 3 0 0 52 0 1453 52 12 1 123 12 1 12 52 1 42
split_gain=8.9957 2.02583 0.944292 0.792788 0.56481 0.559948 0.436411 0.405222 0.349624 0.263424 0.177656 0.353185 0.246062 0.170718 0.163309 0.155828 0.162955 0.134825 0.111477 0.0835738 0.0748282 0.0677655 0.0559917 0.0726054 0.0557462 0.017866
threshold=0.10442000000000001 0.085075000000000026 0.13205500000000003 0.3148450000000001 0.092845000000000025 1.0000000180025095e-35 0.090170000000000014 -0.07847999999999998 -0.062739999999999976 -0.082134999999999986 0.084670000000000009 -0.14920999999999998 -0.10726999999999999 -0.22118499999999996 -0.06952499999999999 -0.011369999999999998 -0.011499999999999998 0.083335000000000006 1.0000000180025095e-35 0.088305000000000008 0.098785000000000012 0.096630000000000008 0.096535000000000024 0.099570000000000006 0.11477000000000001 0.094010000000000024
decision_type=2 2 2 2 2 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 13 6 7 17 8 10 19 14 11 -1 -13 -3 -9 -14 -17 -6 22 -2 -15 -19 25 -24 -8 -11
right_child=1 2 -4 -5 5 -7 24 9 -10 18 -12 12 15 20 -16 16 -18 21 -20 -21 -22 -23 23 -25 -26 -27
leaf_value=0.0012496232063055842 0.00057897157150384854 0.0010289103327433961 0.00039929048718497683 0.00010292460219927576 0.00077282796423243621 0.00053367894679039261 0.00054166919714501651 0.00091187138881387126 0.00021079973445325812 0.0009356199392927091 0.00085020141187002352 0.00084827052018316155 0.00084158191086887402 0.00090313978884758064 0.00070059818577431583 0.001092117559381938 0.0010028684439070282 0.00087897718626809792 0.0010686370068048732 0.00040792121558773863 0.00072580748576897721 0.0010178146182113611 0.00094286803383334967 0.00079379515936792795 0.00068423908166747943 0.0010263133037869479
leaf_weight=70 55 65 56 84 70 58 63 73 89 73 74 101 53 54 94 325 809 83 76 78 57 84 88 68 65 57
leaf_count=70 55 65 56 84 70 58 63 73 89 73 74 101 53 54 94 325 809 83 76 78 57 84 88 68 65 57
internal_value=0 0.000524573 0.000773645 0.000391348 0.000961163 0.000825792 0.000460469 0.000981509 0.00037159 0.000902838 0.00101055 0.00101926 0.00100671 0.000892558 0.000793162 0.00102016 0.00102848 0.000897131 0.000953337 0.000478921 0.000812395 0.000949023 0.000922574 0.000878113 0.000614343 0.000975657
internal_weight=0 666 232 434 2256 295 350 1961 222 529 1432 1358 1288 176 167 1187 1134 237 362 133 111 167 286 156 128 130
internal_count=2922 666 232 434 2256 295 350 1961 222 529 1432 1358 1288 176 167 1187 1134 237 362 133 111 167 286 156 128 130
is_linear=0
shrinkage=0.0032998


Tree=8421
num_leaves=22
num_cat=0
split_feature=1 2 400 41 160 157 41 1 13 403 1453 2 403 13 39 1 16 160 2 15 123
split_gain=0.390497 0.187952 0.126645 0.121812 0.121925 0.129703 0.121405 0.111866 0.17288 0.0865333 0.0774975 0.0869497 0.09351 0.0849444 0.0770274 0.0952767 0.0751516 0.0737846 0.0645697 0.0594426 0.0256173
threshold=0.12466500000000001 0.089795000000000014 -0.029794999999999999 0.083975000000000008 -0.42353999999999997 -0.077654999999999988 0.077300000000000021 0.098395000000000024 -0.080314999999999984 -0.5335399999999999 -0.048394999999999994 0.088735000000000022 -0.10162999999999998 0.091815000000000022 0.089755000000000015 0.14787500000000001 0.08215500000000002 1.0000000180025095e-35 0.13447000000000003 0.086305000000000007 0.09036000000000001
decision_type=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 16 9 17 -9 -1 -11 12 19 -14 15 18 -6 -7 -2 -12 -16
right_child=14 2 3 -5 5 7 -8 8 -10 10 11 -13 13 -15 20 -17 -18 -19 -20 -21 -22
leaf_value=0.016561085113025661 0.0062132288537857499 -0.00016400622393134809 0.014380996874788821 -0.00015944069504642531 -0.002312961668187868 0.008108713649206227 0.0023745371085225645 -0.0028467324039851256 0.0075873134455611002 0.0045107620909284026 0.0010085639233204519 0.015110021683566933 0.0099754952361084965 0.016816965541027386 0.007879053526951561 -0.0062373378643964814 0.0063926553935962039 0.01226436903312556 -0.0016820682115124405 0.0086594975285451212 0.0026869141512015689
leaf_weight=59 61 65 76 56 57 444 59 60 177 72 52 97 1022 55 59 52 55 170 56 66 52
leaf_count=59 61 65 76 56 57 444 59 60 177 72 52 97 1022 55 59 52 55 170 56 66 52
internal_value=0 0.00863602 0.00702628 0.00745474 0.00786686 0.0073509 0.0098948 0.00806012 0.0049382 0.0102053 0.0099291 0.0102297 0.00983201 0.0103265 0.00201805 -0.000233908 0.00194608 0.00926223 0.00241893 0.00530313 0.00546289
internal_weight=0 2642 1160 1095 1039 963 1482 851 237 1423 1364 1292 1195 1077 280 169 112 614 117 118 111
internal_count=2922 2642 1160 1095 1039 963 1482 851 237 1423 1364 1292 1195 1077 280 169 112 614 117 118 111
is_linear=0
shrinkage=0.16829


Tree=8422
num_leaves=27
num_cat=0
split_feature=1 1 12 123 4 2 1 457 0 2 12 4 4 130 1 2 156 133 0 12 1213 133 133 0 1 4
split_gain=11.1434 2.52578 1.86105 1.13482 0.946212 0.711329 0.371044 0.351626 0.343141 0.320484 0.257773 0.250066 0.212061 0.165838 0.161789 0.409218 0.161086 0.210464 0.144881 0.121172 0.10323 0.1379 0.118715 0.101992 0.0967561 0.0626368
threshold=0.10509 0.13074500000000003 0.085075000000000026 1.0000000180025095e-35 0.31392000000000003 0.090020000000000017 0.14920500000000003 0.067035000000000011 -0.07002499999999999 0.10573500000000001 0.11755500000000001 0.054720000000000012 0.056815000000000011 -0.076549999999999993 0.081720000000000015 0.082925000000000013 0.081990000000000021 0.017095000000000003 -0.13619499999999998 0.09696500000000001 -0.084184999999999996 -0.013084999999999998 0.11330000000000001 -0.14385499999999998 0.090795000000000015 0.10583000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 5 -3 8 -6 10 13 19 11 16 18 -1 20 24 17 -7 -2 -4 21 -15 -22 -14 -16 -13
right_child=1 4 9 -5 6 7 -8 -9 -10 -11 -12 25 23 14 15 -17 -18 -19 -20 -21 22 -23 -24 -25 -26 -27
leaf_value=0.0015218335605992888 0.00051600233610957214 0.00078635008122640191 0.0014184596643839469 0.00089712533425797701 0.00046673444399594104 0.0011759064697744587 0.00012743358137136493 0.00095114185659749115 0.0011139930592743361 0.00099096067369427109 0.0010089688793290461 0.00105170467539835 0.00093995964572137186 0.0013574230641005059 0.0013722675540382672 0.0010094468227209315 0.0013969075094074973 0.0013187220099398925 0.00075892947750833798 0.0011927341532866954 0.0013958946030857412 0.0011394349828647982 0.001237883262912859 0.00075142627372348618 0.0012631170660369296 0.0011848858258623918
leaf_weight=54 56 83 53 90 102 240 54 58 81 56 60 77 58 91 189 55 97 227 54 58 545 53 62 76 196 97
leaf_count=54 56 83 53 90 102 240 54 58 81 56 60 77 58 91 189 55 97 227 54 58 545 53 62 76 196 97
internal_value=0 0.000771427 0.000928386 0.00126157 0.000501363 0.00127658 0.00034951 0.00120198 0.00132471 0.00119713 0.00122017 0.00123729 0.000744304 0.00133839 0.00133005 0.00127845 0.00127152 0.0012454 0.000635578 0.00130083 0.00136023 0.00127744 0.00137981 0.000833293 0.00131679 0.00112615
internal_weight=0 650 411 2272 239 2182 156 856 1326 167 798 738 244 1245 1191 440 564 467 110 111 751 144 607 134 385 174
internal_count=2922 650 411 2272 239 2182 156 856 1326 167 798 738 244 1245 1191 440 564 467 110 111 751 144 607 134 385 174
is_linear=0
shrinkage=0.0032998


Tree=8423
num_leaves=27
num_cat=0
split_feature=4 3 3 2 376 2 49 42 2 15 4 2 0 0 3 0 158 4 0 42 0 43 0 403 15 1213
split_gain=9.06504 3.06552 1.52594 1.38455 1.04533 0.706142 0.476136 0.449303 0.322321 0.264 0.340262 0.26469 0.252343 0.2516 0.319297 0.197289 0.175346 0.153336 0.213033 0.140403 0.124479 0.109658 0.0838397 0.0754744 0.0685202 0.0280253
threshold=0.27998000000000006 -0.059315 0.3148450000000001 0.14253500000000002 0.048375000000000008 0.090020000000000017 -0.06017999999999999 0.086700000000000013 0.11702000000000001 -0.11532999999999999 -0.39175499999999991 0.10433000000000002 -0.12851999999999997 -0.066574999999999981 -0.13117499999999996 -0.087984999999999994 0.085110000000000005 0.036605000000000006 -0.078704999999999983 0.079335000000000003 -0.10028499999999999 -0.082094999999999987 -0.076734999999999984 0.10232000000000001 -0.092489999999999989 -0.39203999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 7 4 9 13 -7 8 -2 -3 -11 15 -13 14 -1 -12 17 18 19 -8 -16 -20 -9 24 -22 -25
right_child=2 3 -4 -5 -6 6 16 22 -10 10 11 12 -14 -15 20 -17 -18 -19 21 -21 23 -23 -24 25 -26 -27
leaf_value=0.0013033316304558033 0.00073740264790903693 0.0010764610594092214 -8.6193825076374131e-05 0.00028034815142295342 0.00048988068116671704 0.00064190522942251616 0.00091367942162168053 0.00023810639246908628 0.00042574515336210513 0.0010350587934792965 0.00092233705312381705 0.00048692083893926605 0.00080863532809280416 0.00088587267868620501 0.00089362814773380017 0.00068450731333672917 0.0011164650686089437 0.00081048111172807649 0.00079411703678230366 0.0011280598798888415 0.00098751017973085589 0.00094198868742161122 0.00041712932721277209 0.0010326212935620846 0.0010827600247835458 0.00091582246638735587
leaf_weight=61 82 57 65 64 100 60 52 61 66 74 141 53 55 91 52 54 65 97 75 106 101 247 56 58 877 52
leaf_count=61 82 57 65 64 100 60 52 61 66 74 141 53 55 91 52 54 65 97 75 106 101 247 56 58 877 52
internal_value=0 0.000947282 0.000366418 0.00073984 0.000794844 0.00100948 0.000924827 0.000477568 0.000598658 0.000865031 0.000832971 0.0007835 0.000651083 0.00105544 0.00106826 0.000856657 0.000951213 0.000932536 0.000957128 0.00105773 0.00105565 0.000907656 0.000324094 0.00106336 0.00107296 0.000977728
internal_weight=0 2592 330 598 534 1994 702 265 148 434 377 303 108 1292 1201 195 642 577 480 158 1140 322 117 1088 978 110
internal_count=2922 2592 330 598 534 1994 702 265 148 434 377 303 108 1292 1201 195 642 577 480 158 1140 322 117 1088 978 110
is_linear=0
shrinkage=0.0032998


Tree=8424
num_leaves=30
num_cat=0
split_feature=1 1 133 15 15 3 43 123 15 3 42 156 1 49 43 3 15 133 13 3 43 132 1 3 15 1446 131 13 42
split_gain=0.368025 0.128739 0.220234 0.121437 0.125649 0.163642 0.185141 0.102994 0.115185 0.0990508 0.0983518 0.112609 0.10191 0.0940273 0.0838334 0.0985266 0.0882142 0.0837788 0.0778586 0.0736226 0.0844424 0.0689916 0.0657053 0.0646773 0.0573027 0.0629993 0.0541822 0.0409448 0.0266166
threshold=0.12466500000000001 0.092845000000000025 -1.0000000180025095e-35 0.120215 0.084495000000000015 -0.097574999999999981 -0.12118 0.081180000000000016 -0.19153499999999998 0.28833000000000003 0.073240000000000013 0.0010500000000000004 0.096630000000000008 -1.0000000180025095e-35 -0.081189999999999984 -0.082054999999999975 -0.13513499999999998 0.089180000000000023 -0.014114999999999997 -0.11266 -0.14239499999999997 -0.085079999999999975 0.13767000000000004 -0.01223 0.10028500000000001 0.083895000000000011 0.091385000000000008 -0.07904499999999999 0.090115000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 8 -4 22 11 13 -12 -10 15 17 -16 -7 -9 -6 -21 -18 23 -2 25 -22 -14 -17 -26
right_child=9 2 7 -5 19 14 -8 18 10 -11 12 -13 26 -15 16 27 21 -19 -20 20 24 -23 -24 -25 28 -27 -28 -29 -30
leaf_value=-0.0035010424074837436 0.0057927318919300591 -0.0015344995394761505 0.01612478948011083 0.0017572487837126175 0.017310041375764033 0.011135549863301467 0.0082200323647155515 0.0076048880261998667 0.0071911508990919878 -0.0024795288450131987 0.0052863299554544311 0.011178663745370713 0.017775919531228417 -0.00092564385830121198 0.013634503906685675 0.01794503255631413 0.012956880708038803 0.0044024113140944503 -0.00080633462533870087 0.0042734837277511057 0.01282303347746465 0.0066181740390748424 0.0078480234066577569 -0.002432449323598331 0.0055545155539506747 0.0069966144879963221 0.010552208476611938 0.011801357888666084 0.01079498072601931
leaf_weight=64 53 81 56 58 55 202 94 63 81 86 63 72 53 80 71 68 55 72 61 52 459 474 86 55 63 61 71 61 52
leaf_count=64 53 81 56 58 55 202 94 63 81 86 63 72 53 80 71 68 55 72 61 52 459 474 86 55 63 61 71 61 52
internal_value=0 0.00868647 0.0066838 0.00938103 0.00961244 0.008513 0.00346088 0.00779627 0.00892403 0.00226116 0.00795965 0.00563646 0.0108447 0.0031468 0.00930705 0.0111958 0.00803548 0.00937282 0.00345262 0.0113303 0.010849 0.0072806 0.00437196 0.00158735 0.0113846 0.012143 0.0136543 0.0150538 0.00793974
internal_weight=0 2642 681 1961 1903 1161 158 600 476 280 420 233 187 161 1003 403 600 274 124 742 687 529 194 108 635 520 124 129 115
internal_count=2922 2642 681 1961 1903 1161 158 600 476 280 420 233 187 161 1003 403 600 274 124 742 687 529 194 108 635 520 124 129 115
is_linear=0
shrinkage=0.16829


Tree=8425
num_leaves=36
num_cat=0
split_feature=1 1 12 2 1 15 3 3 4 12 131 150 2 4 16 15 160 43 52 1210 4 16 2 3 3 4 3 403 16 2 133 12 12 16 12
split_gain=12.8067 2.5477 1.61897 0.940017 0.573334 0.523688 0.497028 0.484816 0.427473 0.347964 0.312998 0.309534 0.373225 0.301942 0.300832 0.298687 0.240276 0.221515 0.160859 0.136856 0.132217 0.101114 0.100388 0.100002 0.0954716 0.0840166 0.159615 0.0816801 0.0675077 0.052757 0.0457802 0.0374177 0.0816555 0.0364602 0.030177
threshold=0.10678000000000001 0.13546500000000003 0.023990000000000004 0.10043500000000001 0.085780000000000009 0.085550000000000015 0.3148450000000001 -0.15105999999999997 0.42405000000000009 0.088825000000000015 0.084390000000000007 0.082085000000000019 0.13018000000000005 0.094220000000000012 -0.0024749999999999993 -0.090104999999999977 1.0000000180025095e-35 -0.079409999999999994 0.11667000000000001 -0.080804999999999974 -0.44205499999999992 -0.083614999999999981 0.092320000000000013 -0.079634999999999997 -0.073614999999999986 0.0014100000000000002 0.110335 0.065425000000000025 -0.0070549999999999996 0.088665000000000008 0.070495000000000016 0.096265000000000003 0.092235000000000025 -0.084064999999999987 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 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 4 7 10 8 -1 -3 19 14 12 16 -4 15 -6 18 -2 20 -9 -5 -7 29 -24 -22 -19 -27 28 -21 34 -25 32 -23 -31 -11
right_child=1 6 13 11 5 21 -8 9 -10 22 -12 -13 -14 -15 -16 -17 -18 25 -20 27 24 31 23 30 -26 26 -28 -29 -30 33 -32 -33 -34 -35 -36
leaf_value=0.0018688150464735145 0.00078862503672609899 0.00096726183894531336 0.0014737423303475593 0.0014779319882784526 0.0012970383047818505 0.0016722272898210579 0.00042744351333573796 0.0017378335784417791 0.00056020657567564403 0.0015261987110535022 0.0014936541332959401 0.0011233339342857404 0.0011259849199157458 0.0011622487786671475 0.0014537905376776096 0.00097094546074299169 0.0015812865766883647 0.0011187534757465905 0.0015358256333811719 0.0015433584488114076 0.0013824007537535001 0.0015404572794203634 0.0013287025113884474 0.0014012556973050606 0.0012115901785740959 0.0010647107021716856 0.00083792719876292911 0.0016886207605516068 0.0016226328449356335 0.0014909216067314319 0.0015422084548417907 0.0015913570735034126 0.0013681937104918136 0.0016147883767460073 0.0014046907126783533
leaf_weight=55 75 60 102 56 79 57 75 68 54 58 94 55 52 53 60 52 88 53 59 486 68 88 85 53 90 75 66 73 186 53 71 52 54 88 59
leaf_count=55 75 60 102 56 79 57 75 68 54 58 94 55 52 53 60 52 88 53 59 486 68 88 85 53 90 75 66 73 186 53 71 52 54 88 59
internal_value=0 0.000956191 0.00109834 0.0014922 0.00152544 0.00143348 0.00063712 0.00156233 0.000774755 0.00154914 0.00133576 0.00135924 0.00139057 0.00136746 0.00125787 0.00116787 0.00142858 0.000943134 0.00137923 0.00159093 0.00133589 0.00154429 0.0014763 0.00141997 0.00128533 0.00100269 0.000958807 0.00157748 0.00156535 0.00152179 0.00148225 0.00150651 0.0014752 0.00156848 0.00146523
internal_weight=0 613 424 2339 1871 536 189 1335 114 1280 285 468 413 155 191 131 361 269 273 813 214 251 467 209 158 194 141 745 672 258 124 194 142 141 117
internal_count=2952 613 424 2339 1871 536 189 1335 114 1280 285 468 413 155 191 131 361 269 273 813 214 251 467 209 158 194 141 745 672 258 124 194 142 141 117
is_linear=0
shrinkage=0.0032998


Tree=8426
num_leaves=22
num_cat=0
split_feature=15 12 0 3 15 401 10 0 3 3 1452 474 128 42 15 150 3 3 15 3 3
split_gain=0.386003 0.172778 0.167976 0.228017 0.388754 0.193588 0.120021 0.129263 0.17876 0.115522 0.108472 0.111335 0.0964379 0.113994 0.127316 0.0861473 0.112336 0.103299 0.0710794 0.0409346 0.0227867
threshold=-0.2987999999999999 -0.092979999999999993 -0.079119999999999982 0.10514500000000002 -0.037394999999999991 0.080710000000000018 -1.0000000180025095e-35 0.027395000000000006 -0.24149499999999999 -0.057749999999999989 0.087375000000000008 0.091180000000000011 0.085400000000000018 0.088805000000000009 0.025430000000000005 0.10808000000000002 0.0066850000000000008 -0.115685 -0.069034999999999985 0.0043700000000000006 -0.039864999999999991
decision_type=2 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 -4 12 -9 -10 11 15 13 14 -8 16 17 -2 -15 20 -3
right_child=2 19 5 4 -6 -7 7 8 9 -11 -12 -13 -14 18 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.0074983903189716978 0.014401249710843816 0.0039946964075748695 0.00018131648978448803 0.0092718296222968795 -0.008363805485555334 -0.0024640048036950442 -0.00069240519160247889 0.0046627065243839121 0.021274600782107012 0.010683017554798254 0.017052236930061814 0.0016393466120116443 0.01244559290385658 0.011951805521996024 0.0075483796135794269 0.0044523359680976506 0.016075945441444153 0.0090975714297997137 0.0061544446813428981 0.0073217270305840632 -0.00087308827845863706
leaf_weight=55 115 54 70 96 56 67 133 73 52 69 54 52 65 79 88 88 80 1238 262 52 54
leaf_count=55 115 54 70 96 56 67 133 73 52 69 54 52 65 79 88 88 80 1238 262 52 54
internal_value=0 0.000628319 0.00804295 0.0090127 0.00276267 0.00624025 0.0068968 0.00746718 0.0112751 0.0152496 0.00959549 0.00933837 0.00628609 0.0055705 0.00258086 0.0096004 0.00991529 0.00954969 0.0075028 0.0034331 0.00154417
internal_weight=0 215 2737 1779 152 958 891 821 194 121 1627 1573 627 562 221 1521 1433 1353 341 160 108
internal_count=2952 215 2737 1779 152 958 891 821 194 121 1627 1573 627 562 221 1521 1433 1353 341 160 108
is_linear=0
shrinkage=0.16829


Tree=8427
num_leaves=13
num_cat=0
split_feature=1 44 30 10 1 51 474 157 1453 13 49 49
split_gain=0.439887 0.303718 0.136252 0.0971569 0.112874 0.143063 0.121498 0.108656 0.136671 0.138951 0.10318 0.0869153
threshold=0.14516000000000004 1.0000000180025095e-35 0.086055000000000006 -0.0088449999999999987 0.095640000000000017 0.11578500000000001 -1.0000000180025095e-35 -0.084589999999999985 -0.064559999999999992 -0.11760499999999999 -0.00054499999999999991 -0.064334999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -6 10 -9 -10 -5 -8
right_child=-2 -3 -4 4 5 -7 11 8 9 -11 -12 -13
leaf_value=0.012200061450760131 -0.0047757382663552988 0.018912588574435611 -0.0020475946187208912 0.016974926275933326 0.010907396447185894 0.012063650002105818 -0.0022693389974731463 -0.00017262973543496454 0.013535020563145265 0.0065805056146998973 0.0079739738067220126 0.0036740015106551554
leaf_weight=84 99 56 53 57 57 62 83 80 86 1709 102 424
leaf_count=84 99 56 53 57 57 62 83 80 86 1709 102 424
internal_value=0 0.00662484 0.00637818 0.00654157 0.00636221 0.00437841 0.0035304 0.00697188 0.00661135 0.0069147 0.011212 0.00269749
internal_weight=0 2853 2797 2744 2660 626 564 2034 1875 1795 159 507
internal_count=2952 2853 2797 2744 2660 626 564 2034 1875 1795 159 507
is_linear=0
shrinkage=0.16829


Tree=8428
num_leaves=19
num_cat=0
split_feature=3 9 0 132 16 16 13 133 1375 13 3 0 43 16 3 0 42 13
split_gain=0.237811 0.186484 0.114684 0.122773 0.13505 0.116405 0.109333 0.149553 0.107515 0.0948572 0.0954034 0.150747 0.082399 0.0744563 0.0740913 0.0710152 0.0346374 0.125522
threshold=0.3148450000000001 -1.0000000180025095e-35 -0.076204999999999981 -0.040939999999999997 0.31497000000000003 0.25032500000000008 -0.00080499999999999983 0.085355000000000014 -0.10702499999999998 -0.11210999999999999 0.10514500000000002 -0.17127999999999996 0.054875000000000007 -0.23389999999999997 -0.055994999999999996 -0.13165999999999997 0.09087000000000002 0.0066400000000000009
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 7 -5 -3 12 11 -11 -10 -2 -8 -13 17 -6
right_child=13 2 3 4 16 -7 14 -9 9 10 -12 15 -14 -15 -16 -17 -18 -19
leaf_value=-0.0025629215210993045 0.0018946133588847644 -0.00021375651897272263 -0.0038275918739513037 -0.002320979577073314 0.016271766740994616 -0.0040882728723780626 0.0051128313338305196 0.0051461007604150198 0.0076268024787818564 0.013198917667287161 0.00058875447448776877 0.0022837522908042891 0.016084443715547396 -0.0070073704413567009 0.012590128935209631 0.006538094405516383 0.0054893720171069376 0.0057465794416974806
leaf_weight=79 52 66 52 130 52 56 141 182 86 93 79 122 54 54 52 1421 95 86
leaf_count=79 52 66 52 130 52 56 141 182 86 93 79 122 54 54 52 1421 95 86
internal_value=0 0.00548357 0.00571395 0.00407553 0.00459538 0.00317561 0.00398466 0.00202906 0.00643457 0.00667208 0.00632574 0.00660168 0.0109019 -0.00262341 0.00713675 0.00620288 0.0080061 0.00972561
internal_weight=0 2846 2767 846 794 561 505 312 1921 1855 1715 1636 140 106 193 1543 233 138
internal_count=2952 2846 2767 846 794 561 505 312 1921 1855 1715 1636 140 106 193 1543 233 138
is_linear=0
shrinkage=0.16829


Tree=8429
num_leaves=16
num_cat=0
split_feature=4 14 0 3 4 16 3 151 0 43 4 42 1456 41 448
split_gain=0.182932 0.303203 0.194667 0.0955554 0.24072 0.228709 0.119912 0.101739 0.0920162 0.162008 0.126959 0.136743 0.104815 0.0742793 0.0606238
threshold=0.50291500000000011 -0.13131999999999996 -0.069074999999999984 0.10021000000000001 -0.14595999999999995 -0.061714999999999992 0.30863500000000005 0.084725000000000009 -0.072924999999999976 -0.22491499999999998 -0.4950449999999999 0.087525000000000006 -0.15322999999999998 0.083565000000000014 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 7 -5 6 -6 8 12 -10 -11 -12 -3 14 -14
right_child=2 3 -4 4 5 -7 -8 -9 9 10 11 -13 13 -15 -16
leaf_value=0.017393813673923477 0.0043414814547288964 -0.0016742801864544647 -0.0068670119535703201 0.0094526800498720958 0.0064093829160882486 -0.0109339998942867 -0.0041544101791567631 0.011165861440554913 -0.0060252663595931743 0.0091599877939352939 -0.00078948072879561854 0.0050116138624385848 0.00014035757417089938 0.010640925768076558 0.0053740273667117599
leaf_weight=52 93 61 83 73 73 56 52 68 54 97 205 261 66 74 1584
leaf_count=52 93 61 83 73 73 56 52 68 54 97 205 261 66 74 1584
internal_value=0 0.00465242 -0.000934134 0.00440853 0.00129055 -0.00199143 0.00200047 0.00472843 0.00454545 0.0027675 0.00361404 0.00245577 0.005159 0.00540182 0.00516577
internal_weight=0 2776 176 2724 254 181 125 2470 2402 617 563 466 1785 1724 1650
internal_count=2952 2776 176 2724 254 181 125 2470 2402 617 563 466 1785 1724 1650
is_linear=0
shrinkage=0.16829


Tree=8430
num_leaves=26
num_cat=0
split_feature=4 2 150 48 2 12 4 51 4 2 4 4 12 12 2 2 150 2 11 1204 2 12 2 12 13
split_gain=5.53079 1.47572 0.646177 0.584034 0.577821 0.552467 0.398994 0.334427 0.381467 0.338083 0.224258 0.208918 0.186319 0.123058 0.0986113 0.0841994 0.0823307 0.152429 0.113871 0.100461 0.0770722 0.0668594 0.0738826 0.022463 0.00347986
threshold=0.31392000000000003 0.11152000000000002 0.09202500000000001 0.12663000000000002 0.15205000000000002 0.056995000000000011 -0.082619999999999985 0.086950000000000013 -0.011209999999999999 0.093320000000000014 0.41823000000000005 0.049545000000000006 0.087495000000000003 0.083785000000000012 0.11504500000000002 0.096540000000000015 0.082085000000000019 0.087635000000000005 1.0000000180025095e-35 -0.0029899999999999996 0.084045000000000022 0.096475000000000019 0.090020000000000017 0.10052500000000002 -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
left_child=1 5 3 12 10 6 15 8 -8 -10 -2 13 -3 20 -12 -1 18 -18 19 -15 -7 22 -13 -14 -16
right_child=4 2 -4 -5 -6 11 7 -9 9 -11 14 21 23 16 24 -17 17 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00075617752568992629 0.00021289234336657024 0.00056137211353512898 0.00021732673008954261 0.00030126348026740014 -7.9240409534572619e-06 0.0010297865018345149 0.00044922222516552104 0.00037565220964318636 0.00088703537461504471 0.00055668436237544291 0.00050672264184447951 0.00085530332188337897 0.00070214114656465363 0.00090422576878728463 0.00038105408865268239 0.00093539274653802081 0.00085147992127733462 0.00060750138832034028 0.00093367574750503478 0.00080759221216354616 0.00085340560920136341 0.00063295418504604633 0.00069980898502441935 0.00079398220906865035 0.00033294255203623039
leaf_weight=73 75 82 52 52 53 52 63 56 88 56 91 57 57 137 55 52 58 57 103 1234 66 73 94 93 54
leaf_count=73 75 82 52 52 53 52 63 56 88 56 91 57 57 137 55 52 58 57 103 1234 66 73 94 93 54
internal_value=0 0.000761289 0.000556555 0.000618543 0.000306909 0.000790938 0.000676774 0.000603333 0.000664758 0.00075881 0.000367714 0.000813858 0.000689506 0.000826429 0.000425595 0.000831013 0.00081861 0.000730858 0.000825432 0.000817274 0.000931431 0.000717904 0.000758739 0.000759317 0.000357542
internal_weight=0 2655 336 284 328 2319 388 263 207 144 275 1931 232 1707 200 125 1589 115 1474 1371 118 224 151 150 109
internal_count=2983 2655 336 284 328 2319 388 263 207 144 275 1931 232 1707 200 125 1589 115 1474 1371 118 224 151 150 109
is_linear=0
shrinkage=0.0032998


Tree=8431
num_leaves=19
num_cat=0
split_feature=2 41 3 2 3 13 9 3 1 3 3 124 42 1 2 52 16 3
split_gain=0.195432 0.134636 0.428595 0.0985437 0.197832 0.133923 0.0907266 0.0929416 0.0896576 0.155374 0.23516 0.073875 0.0775539 0.0539616 0.056388 0.0655974 0.0510709 0.0382196
threshold=0.25063000000000007 0.081095000000000014 -0.15041499999999997 0.10393500000000001 -0.14088999999999999 0.044405000000000007 0.085555000000000006 0.10265000000000001 0.092845000000000025 -0.017704999999999995 -0.14326499999999995 -0.086434999999999984 0.11807500000000001 0.10790500000000001 0.14253500000000002 -0.012769999999999998 -0.067654999999999979 -0.072649999999999978
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 11 16 10 -10 -6 -13 -11 15 -15 -5 -18
right_child=-2 2 -4 8 6 -7 -8 -9 9 13 -12 12 -14 14 -16 -17 17 -19
leaf_value=0.018116694707010914 -0.0056047488934246057 -0.012503022434750089 0.0078556537176715669 0.0086752880664752955 0.010880946867231234 0.0065073295940134036 -0.0017480738778050222 0.011531574440974723 0.0023464365542379844 -0.00019429254870391075 -0.012213457095751732 0.0044844132355243028 0.010101604120317433 0.01179349910048034 0.00076467177722962818 0.0040036053590318602 0.005899511502772745 0.00088330788996867108
leaf_weight=55 55 52 67 87 57 59 56 62 79 72 52 1795 73 52 57 77 97 79
leaf_count=55 55 52 67 87 57 59 56 62 79 72 52 1795 73 52 57 77 97 79
internal_value=0 0.00450652 -0.00102548 0.00474152 0.00529057 0.0121241 0.00490838 0.00509688 0.00292236 0.00129358 -0.00341935 0.0048887 0.00470489 0.00369354 0.00520817 0.00715764 0.00532463 0.00365813
internal_weight=0 2928 119 2809 2157 114 2043 1987 652 389 131 1925 1868 258 186 129 263 176
internal_count=2983 2928 119 2809 2157 114 2043 1987 652 389 131 1925 1868 258 186 129 263 176
is_linear=0
shrinkage=0.16829


Tree=8432
num_leaves=30
num_cat=0
split_feature=4 3 150 48 47 43 4 40 160 3 150 3 4 11 11 4 4 1429 50 4 1212 403 43 4 4 43 3 474 43
split_gain=9.28797 2.48443 1.29497 0.97551 0.408985 0.406383 0.320394 0.313045 0.409586 0.270668 0.236685 0.245813 0.17563 0.385155 0.247593 0.145678 0.30388 0.126124 0.117886 0.116651 0.281449 0.183805 0.116321 0.111803 0.0845236 0.0539979 0.0528046 0.0385049 0.0161192
threshold=0.27998000000000006 -0.066229999999999997 0.089155000000000012 0.092335000000000014 0.07813500000000001 -0.049364999999999992 0.043640000000000005 -0.080324999999999994 -0.077899999999999983 0.15217000000000003 0.082085000000000019 -0.087359999999999979 -0.10701499999999999 1.0000000180025095e-35 0.086175000000000015 -0.14595999999999995 -1.0000000180025095e-35 0.082195000000000018 -0.041284999999999995 -0.082619999999999985 0.08832000000000001 -0.53101999999999994 -0.087099999999999997 0.046185000000000004 0.24099500000000004 -0.0090499999999999973 -0.031895 0.088305000000000008 -0.07409499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -5 22 10 -2 -9 25 12 -12 13 -1 -15 -7 -17 19 -8 20 -14 -21 -3 -18 28 -10 -27 -19 -20
right_child=7 2 -4 4 -6 15 18 8 9 -11 11 -13 17 14 -16 16 23 27 24 21 -22 -23 -24 -25 -26 26 -28 -29 -30
leaf_value=0.00091708226664674705 0.00036322472735879515 0.001094200116485882 0.00063325034433568618 0.00058684613902314589 0.00098286274494167902 0.0013079062561058897 0.00098502696022501838 0.0009005971824379951 0.0005437041717058223 0.00036367901854654158 0.00093111176250040579 0.0012275025797163501 0.001365560933855483 0.0014213170854353494 0.0011236070201412543 0.00098025530783725392 0.0013546358990275144 0.0014553093250180311 0.0011606973825413313 0.0010495060971001621 0.0011375242606424271 0.0012537167936715664 0.00089329631447895668 0.0011622271967453126 0.0010440269388648311 0.00075551713068246359 0.00061261282977565 0.001314315978518452 0.0012472618200493519
leaf_weight=52 56 55 92 58 57 87 58 52 52 52 52 79 274 57 70 81 56 52 69 53 78 913 83 95 54 54 70 52 70
leaf_count=52 56 55 92 58 57 87 58 52 52 52 52 79 274 57 70 81 56 52 69 53 78 913 83 95 54 54 70 52 70
internal_value=0 0.00117255 0.000997568 0.0010561 0.000783439 0.00112464 0.00123113 0.000589918 0.000635131 0.000574432 0.00124727 0.00111012 0.00125847 0.00115881 0.0012575 0.00118986 0.00114544 0.00127099 0.00111957 0.00126196 0.00131513 0.00124255 0.000973622 0.00123382 0.00115982 0.000636499 0.000675129 0.00138515 0.00120454
internal_weight=0 2647 664 572 115 457 1983 336 280 228 1732 131 1601 179 127 319 232 1422 251 1318 352 966 138 151 193 176 124 104 139
internal_count=2983 2647 664 572 115 457 1983 336 280 228 1732 131 1601 179 127 319 232 1422 251 1318 352 966 138 151 193 176 124 104 139
is_linear=0
shrinkage=0.0032998


Tree=8433
num_leaves=22
num_cat=0
split_feature=2 130 50 2 48 133 1212 15 130 403 50 3 1447 475 3 2 52 49 2 16 403
split_gain=0.159138 0.173207 0.1483 0.099536 0.138021 0.0961221 0.07246 0.141002 0.138472 0.103903 0.0996584 0.0691553 0.0803076 0.0800016 0.0729892 0.0684564 0.0874712 0.0613879 0.0574762 0.061169 0.0282404
threshold=0.10393500000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.16167500000000004 0.11928500000000002 -0.13093499999999997 0.041590000000000009 0.090880000000000016 -1.0000000180025095e-35 -0.088229999999999989 0.12170000000000002 0.10265000000000001 -0.083354999999999985 -0.086919999999999983 0.086845000000000019 0.090695000000000012 0.087580000000000005 -0.070754999999999985 0.10682000000000001 -1.0000000180025095e-35 0.036225000000000007
decision_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 17 15 10 8 -8 -10 11 12 -7 -14 -15 16 20 -3 -19 -20 -1
right_child=1 2 -4 -5 -6 6 7 -9 9 -11 -12 -13 13 14 -16 -17 -18 18 19 -21 -22
leaf_value=0.0092804827444374193 -0.0065056037472812217 0.0091469021890256876 0.0092418784491870333 -0.0048757506090574554 -0.0051455535694866468 0.0097461982645730468 0.0063938466243518496 0.0081295497338591538 -0.0085006114451741579 0.0012207050892757191 -0.0015192992455895788 0.010834212141247235 0.010682652871761905 0.0048534693043142821 -0.0006994030974557232 0.0035183594099766078 0.01454351843824072 -0.001319529252550288 0.0060048081027105783 0.0016231232448018793 0.0043964208902247367
leaf_weight=80 58 52 95 53 56 102 57 77 62 62 61 64 64 1333 70 71 69 72 186 178 61
leaf_count=80 58 52 95 53 56 102 57 77 62 62 61 64 64 1333 70 71 69 72 186 178 61
internal_value=0 0.00231831 0.00306049 0.00207384 0.00275421 0.00515665 0.0047355 0.00209638 -0.000460286 -0.00362546 0.00513638 0.0053861 0.00516272 0.00484281 0.00457514 0.00807586 0.00960817 0.00366443 0.00300643 0.00386705 0.00718026
internal_weight=0 750 692 597 544 2233 1952 258 181 124 1694 1633 1569 1467 1403 281 210 488 436 364 141
internal_count=2983 750 692 597 544 2233 1952 258 181 124 1694 1633 1569 1467 1403 281 210 488 436 364 141
is_linear=0
shrinkage=0.16829


Tree=8434
num_leaves=25
num_cat=0
split_feature=2 15 13 150 15 14 0 13 0 15 15 0 13 2 49 13 49 131 15 2 2 131 52 51
split_gain=5.5983 1.8854 1.33993 1.1109 0.620585 0.554021 0.55075 0.516858 0.485857 0.394539 0.296122 0.48599 0.240454 0.231212 0.164393 0.145864 0.138077 0.111184 0.0901195 0.107822 0.0705216 0.0549154 0.0227454 0.0200732
threshold=0.11203000000000002 -0.24211499999999997 -0.10142999999999998 0.082965000000000025 -0.38214499999999996 0.073890000000000011 -0.083844999999999989 -0.0094049999999999984 -0.024974999999999997 0.025430000000000005 -0.15300999999999995 -0.11167499999999998 -0.025319999999999999 0.14253500000000002 0.098965000000000011 -0.086394999999999986 -0.082254999999999981 0.021890000000000003 0.087670000000000012 0.084535000000000013 0.084970000000000004 0.10350000000000001 0.088030000000000011 -0.23644499999999999
decision_type=2 2 2 2 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 5 -4 9 -6 15 23 10 -3 12 -12 -2 -13 -5 -9 18 20 -20 -11 -19 -23 -8
right_child=2 3 4 7 6 -7 8 16 -10 17 11 14 -14 -15 -16 -17 -18 21 19 -21 -22 22 -24 -25
leaf_value=0.00028567128516986091 0.00020040273234942996 0.00095057568564818336 0.00023147375231249187 0.0005411049649061007 0.00031599635644526174 0.0010353648691312691 0.00078245721451330812 0.00051579151961254487 0.00036404317109856461 0.00088660195109984243 0.00065322011104095479 0.00075191932150675284 0.00033378506787097952 -6.8988267119663747e-05 0.00061321604540662863 0.0007547281113431956 0.0002879591723244175 0.00097654772106656098 0.00071044792757690288 0.0008106568908334814 0.00077909288568653529 0.00090011378742611196 0.00079140273791329728 0.0006952423179163934
leaf_weight=98 80 59 97 55 86 89 61 54 54 187 52 738 52 61 110 103 65 62 200 315 116 52 52 85
leaf_count=98 80 59 97 55 86 89 61 54 54 187 52 738 52 61 110 103 65 62 200 315 116 52 52 85
internal_value=0 0.000734733 0.000358926 0.000753358 0.000460192 0.000779496 0.000537641 0.000556583 0.000632771 0.000768063 0.000721978 0.000707773 0.000493841 8.36079e-05 0.000733969 0.000680589 0.000391641 0.000815378 0.000799171 0.000771809 0.00084556 0.000895032 0.000846097 0.000731923
internal_weight=0 2459 524 2361 383 2084 286 277 200 1995 1011 952 104 141 848 158 119 984 818 515 303 166 104 146
internal_count=2983 2459 524 2361 383 2084 286 277 200 1995 1011 952 104 141 848 158 119 984 818 515 303 166 104 146
is_linear=0
shrinkage=0.0032998


Tree=8435
num_leaves=31
num_cat=0
split_feature=1 2 1 49 155 1 49 49 1 2 39 131 43 11 2 2 2 1213 1 48 42 42 2 1 2 49 131 43 43 43
split_gain=8.84493 2.91264 1.06023 0.979179 0.60874 0.755966 0.557596 0.446023 0.324529 0.321706 0.265804 0.219041 0.215901 0.210401 0.219203 0.180505 0.160568 0.182715 0.137815 0.1325 0.131366 0.126294 0.0816322 0.0763906 0.0740519 0.0452311 0.0401782 0.0385837 0.0175988 0.0165309
threshold=0.12288500000000001 0.099655000000000007 0.089245000000000005 -0.013914999999999999 0.088740000000000013 0.10593500000000002 -0.011779999999999997 -0.082254999999999981 0.14860500000000001 0.13154000000000002 0.08955500000000001 0.08987500000000001 0.0031350000000000002 0.07585500000000002 0.091525000000000009 0.13388500000000003 0.078775000000000012 0.104315 0.080320000000000016 0.084455000000000016 0.088630000000000014 -0.042674999999999991 0.092935000000000004 0.086285000000000014 0.12068000000000001 0.094245000000000009 0.096590000000000023 -0.00080499999999999983 -0.011209999999999999 -0.0064299999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 7 5 9 -4 -3 10 19 15 12 20 14 16 -2 23 18 -18 21 29 -5 -16 -1 -7 27 -13 -24 -25 -8
right_child=8 3 6 4 -6 24 11 -9 -10 -11 -12 26 -14 -15 22 -17 17 -19 -20 -21 -22 -23 25 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00082275102876759338 0.00057510513600786807 0.00068782277820737337 0.00061987192138738146 0.00077903486977694497 0.0010326468609207497 0.00044494347651982799 0.00087466581111632856 0.00030809830633811886 9.2777015029552292e-05 0.00057815502222192537 0.00021700282048512789 0.00094990431130791673 0.00098114377345349165 0.0011801191809427049 0.00083537449150802206 0.00033090640664323342 0.001071735902825593 0.00087488803826304507 0.00090867015550525807 0.000728647472045479 0.00065142349876450424 0.00095733826377192711 0.00089217604983908875 0.0009341175078246011 0.00061199844270845593 0.0010484565510711021 0.0010785568642669358 0.0010021338409865947 0.0010333561726556713 0.00078825280166510152
leaf_weight=52 66 60 100 65 91 72 81 78 65 52 88 62 89 84 81 68 797 65 64 64 60 149 108 54 52 56 61 64 52 53
leaf_count=52 66 60 100 65 91 72 81 78 65 52 88 62 89 84 81 68 797 65 64 64 60 149 108 54 52 56 61 64 52 53
internal_value=0 0.000908435 0.000972497 0.000722389 0.000785358 0.000735714 0.000841734 0.000473451 0.000298575 0.000818436 0.000358672 0.000896292 0.000845011 0.00101727 0.00100743 0.000451446 0.00102983 0.00104672 0.00105966 0.000863254 0.000782377 0.000903345 0.000928725 0.000930572 0.000515283 0.000961735 0.00101399 0.000933295 0.000983133 0.00084075
internal_weight=0 2666 1983 683 545 454 506 138 287 330 222 406 283 1477 1393 134 1084 926 861 278 194 214 309 158 124 228 123 172 106 134
internal_count=2953 2666 1983 683 545 454 506 138 287 330 222 406 283 1477 1393 134 1084 926 861 278 194 214 309 158 124 228 123 172 106 134
is_linear=0
shrinkage=0.0032998


Tree=8436
num_leaves=35
num_cat=0
split_feature=1 3 1 2 1 1 2 160 16 47 150 2 52 2 42 52 474 12 49 474 16 0 2 40 160 52 16 12 3 160 42 42 3 3
split_gain=6.11706 1.5428 0.616735 0.595631 0.431041 0.353743 0.369898 0.333643 0.326379 0.326302 0.310209 0.27453 0.264876 0.547908 0.241307 0.19746 0.187438 0.202335 0.176925 0.174414 0.16969 0.200547 0.13435 0.118006 0.0952329 0.122628 0.17075 0.143145 0.094375 0.0907364 0.0754494 0.117481 0.0728949 0.00667745
threshold=0.10398500000000001 -0.055389999999999988 0.12288500000000001 0.092155000000000015 0.12019000000000001 0.089370000000000019 0.13154000000000002 0.0088350000000000008 -1.0000000180025095e-35 0.11230000000000001 0.086420000000000011 0.083595000000000017 -0.22118499999999996 0.10523 0.11195000000000001 0.037045000000000002 0.084795000000000023 0.085235000000000019 -0.010984999999999998 0.087505000000000013 -0.019749999999999993 -0.086414999999999978 0.084045000000000022 -1.0000000180025095e-35 0.0065900000000000012 0.0030150000000000008 0.062500000000000014 0.093065000000000009 1.0000000180025095e-35 0.10446500000000002 0.091035000000000019 0.088805000000000009 -0.076914999999999997 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 7 10 6 24 14 -7 15 28 -9 -2 -14 16 23 17 20 -13 -18 21 -1 -22 -6 25 26 -5 -27 -3 -26 31 -19 -29 -32
right_child=1 4 -4 5 9 8 -8 11 -10 -11 -12 18 13 -15 -16 -17 19 30 -20 -21 22 -23 -24 -25 29 27 -28 32 -30 -31 33 -33 -34 -35
leaf_value=0.0010595542100469305 0.0010362934181622969 0.00054703978212276795 0.00047017673764045012 0.0006981484850503174 0.00031153489189709879 0.00050989146764620296 0.00061326044116879455 0.00062704602840386067 0.00085550570928429764 0.00057997166689800186 0.00034597010489461662 0.00075159789968762367 0.00094825432587579373 0.00051033408773934117 0.00078830240882179776 0.00045953277702392048 0.00071302954183388094 0.00096747788986487298 0.00099303773922312846 0.00095642154405544506 0.0012556957982650418 0.00081377517516806038 0.0010635264048154604 0.0001205773947026815 0.0010368242364809813 0.0010354442446874777 0.00090390580998080084 0.00094504956409672907 0.00072788122309142987 0.00087199324020368642 0.0010843332158233482 0.00082447144723958121 0.00080039976408348293 0.0010116497917830407
leaf_weight=132 61 61 60 91 75 64 57 56 57 52 54 55 77 53 76 52 52 538 90 91 67 52 111 68 89 78 90 70 71 69 54 75 98 57
leaf_count=132 61 61 60 91 75 64 57 56 57 52 54 55 77 53 76 52 52 538 90 91 67 52 111 68 89 78 90 70 71 69 54 75 98 57
internal_value=0 0.000557295 0.000763321 0.000913448 0.000437786 0.000837949 0.000868984 0.000951676 0.000672993 0.000347062 0.000558074 0.000825355 0.000855223 0.000769989 0.000971105 0.000284772 0.000982381 0.000997388 0.0009017 0.000868162 0.00106206 0.000990286 0.00113606 0.000220976 0.00089384 0.000867403 0.000800653 0.000916373 0.000644577 0.000965064 0.000965003 0.000950039 0.00086088 0.00104733
internal_weight=0 684 251 2269 433 763 642 1506 121 247 186 201 191 130 1305 195 1229 1086 145 143 362 184 178 143 585 427 181 246 132 158 724 613 168 111
internal_count=2953 684 251 2269 433 763 642 1506 121 247 186 201 191 130 1305 195 1229 1086 145 143 362 184 178 143 585 427 181 246 132 158 724 613 168 111
is_linear=0
shrinkage=0.0032998


Tree=8437
num_leaves=20
num_cat=0
split_feature=49 52 49 151 151 9 2 132 475 401 1456 51 132 43 150 43 401 48 2
split_gain=0.146383 0.118745 0.17756 0.115062 0.111462 0.0949108 0.117414 0.0843504 0.087188 0.0945312 0.0843761 0.0818675 0.0799472 0.0570762 0.0570718 0.06059 0.0519856 0.044983 0.0327659
threshold=-0.014989999999999998 -0.15824499999999997 -0.070754999999999985 -0.086879999999999985 -0.085074999999999984 1.0000000180025095e-35 -0.0098549999999999974 -0.083284999999999984 -0.09688999999999999 0.083660000000000026 -0.22838999999999998 -0.025499999999999998 -0.094694999999999988 -0.080104999999999996 0.095110000000000014 -0.081694999999999976 0.094955000000000025 0.085040000000000018 0.090145000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 11 6 -6 12 -9 10 -10 -2 18 -4 15 -5 -11 -13 -8
right_child=4 2 13 14 5 -7 7 8 9 16 -12 17 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.0049926298508937159 0.015030447207803634 -0.00027894853358795653 0.0030436733352181538 0.0022421649206306364 -0.0023642449055445228 0.010972237561553343 0.0035251871867625476 0.010613199459494124 0.010710037504266389 0.012066579401686763 0.0041024462060227848 0.010302976994953215 0.014217631048125906 -0.0038792307965618547 0.012415980421145638 0.0095624160630871508 0.0063002916712902235 0.0042073174805141765 0.0089511365218906767
leaf_weight=55 55 61 53 62 58 81 60 75 57 66 1643 71 54 92 60 68 143 69 70
leaf_count=55 55 61 53 62 58 81 60 75 57 66 1643 71 54 92 60 68 143 69 70
internal_value=0 0.00232158 0.00334198 0.00605179 0.00562272 0.00529439 0.00508698 0.00528715 0.00496537 0.00474254 0.00432505 0.00949787 0.00874694 -0.0013364 0.00809374 0.00608504 0.00812982 0.00731152 0.00646067
internal_weight=0 451 396 251 2502 2307 2226 2168 1984 1909 1700 195 184 145 190 130 209 140 130
internal_count=2953 451 396 251 2502 2307 2226 2168 1984 1909 1700 195 184 145 190 130 209 140 130
is_linear=0
shrinkage=0.16829


Tree=8438
num_leaves=18
num_cat=0
split_feature=15 1 34 484 403 1447 1429 4 52 403 2 16 15 15 13 403 13
split_gain=0.191668 0.128294 0.157845 0.117924 0.107235 0.108005 0.128031 0.0947266 0.0945845 0.0851927 0.0830658 0.077958 0.0981098 0.0616604 0.0452597 0.0298983 0.0100227
threshold=0.15277000000000004 0.12040000000000002 -1.0000000180025095e-35 0.087420000000000012 0.085340000000000013 -0.085644999999999985 0.086765000000000009 -0.000195 -0.53473999999999988 0.099315000000000014 -1.0000000180025095e-35 -0.23389999999999997 -0.092389999999999986 -0.023589999999999996 -0.0045949999999999993 0.41186000000000006 -0.081999999999999976
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 8 13 -7 -6 -3 -12 -13 -5 15 -11 -15
right_child=-2 10 3 7 9 6 -8 -9 -10 14 11 12 -14 16 -16 -17 -18
leaf_value=0.011819721344404326 -0.0049105382956260513 -0.0036763134007627095 0.0097546982037173564 0.014822101127608322 0.013517538073926682 0.0079114985483787498 0.010554038639403374 0.0024180936639692516 0.0029985770330334771 0.0019227131562137196 0.0073098926034955523 -0.004542673569074617 0.0041151605310549618 0.0062231447474144037 0.0099473654803487414 0.0071336626242043512 0.0096566732969547309
leaf_weight=89 63 75 84 58 54 119 72 58 1763 75 73 62 92 54 55 55 52
leaf_count=89 63 75 84 58 54 119 72 58 1763 75 73 62 92 54 55 55 52
internal_value=0 0.00445929 0.00484254 0.00459333 0.00423075 0.00383348 0.00357802 0.00830414 0.00331018 0.00761087 0.00116904 0.00277785 0.000617873 0.0103748 0.00587704 0.00414117 0.00792447
internal_weight=0 2890 2588 2499 2277 2038 1954 222 1882 239 302 227 154 164 185 130 106
internal_count=2953 2890 2588 2499 2277 2038 1954 222 1882 239 302 227 154 164 185 130 106
is_linear=0
shrinkage=0.16829


Tree=8439
num_leaves=27
num_cat=0
split_feature=1 1 12 14 0 10 457 0 4 12 4 4 4 1455 12 3 1 1 3 15 12 3 3 15 403 0
split_gain=10.8708 2.15102 1.65095 0.851979 0.811426 0.792763 0.725661 0.502528 0.618373 0.642163 0.442368 0.361254 0.301158 0.246601 0.266036 0.207454 0.184772 0.181135 0.175665 0.136239 0.0993951 0.0960908 0.0916024 0.0903915 0.0652182 0.0560511
threshold=0.10575500000000002 0.12448500000000001 0.085075000000000026 0.073890000000000011 -0.13409999999999997 -1.0000000180025095e-35 0.069705000000000003 -0.077614999999999976 -0.42305999999999994 0.08401500000000002 0.31392000000000003 -0.0069049999999999988 0.056815000000000011 0.088115000000000013 0.08401500000000002 0.0066850000000000008 0.084815000000000015 0.082135000000000014 1.0000000180025095e-35 -0.040769999999999994 0.088885000000000006 -0.020049999999999995 -0.06533499999999999 -0.077474999999999988 -0.44221499999999997 -0.15270499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 4 6 -3 16 12 17 -10 -7 -4 13 14 19 -12 -1 -9 21 -6 -14 -2 24 -16 -11 -20
right_child=1 5 11 -5 7 10 -8 8 9 22 15 -13 20 -15 23 -17 -18 -19 25 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0010595784022678415 0.00049941128020999708 2.6210571822896777e-06 0.0011326967446540412 0.0013109665324735553 0.0010545479637205301 0.00058021677810763382 0.00046059274394541006 0.00096779445533078784 0.00060402152134208837 0.00083530228567579737 0.00042205074072559299 0.000805675927890789 0.00098898119134256559 0.00084315876577007842 0.0011038923607084371 0.00013928406556840839 0.00079738540938473733 0.0012183301356430499 0.00050839550382945301 0.0012508453183451619 0.00080453200572137276 0.0002980335361480029 0.00080701145700252204 0.0010285556937350653 0.00096607496953878024 0.00066236038403398611
leaf_weight=55 52 74 64 93 61 87 56 52 80 53 52 90 64 57 247 63 67 88 54 122 71 54 63 760 318 56
leaf_count=55 52 74 64 93 61 87 56 52 80 53 52 90 64 57 247 63 67 88 54 122 71 54 63 760 318 56
internal_value=0 0.000515981 0.000680509 0.0010004 0.000987344 0.00029529 0.000772839 0.00100608 0.000930215 0.000876949 0.000402331 0.000941809 0.00104196 0.00105814 0.0010684 0.00026745 0.000915876 0.00112553 0.000494048 0.00118561 0.000892236 0.000397155 0.000927178 0.00104707 0.000947488 0.000587098
internal_weight=0 646 370 2307 2214 276 178 2036 654 514 202 154 1382 1247 1190 115 122 140 216 183 135 106 434 1007 371 110
internal_count=2953 646 370 2307 2214 276 178 2036 654 514 202 154 1382 1247 1190 115 122 140 216 183 135 106 434 1007 371 110
is_linear=0
shrinkage=0.0032998


Tree=8440
num_leaves=19
num_cat=0
split_feature=1 151 2 51 3 3 51 1 484 52 39 147 1 1186 13 49 133 13
split_gain=0.402793 0.156015 0.144989 0.143717 0.13312 0.133319 0.130338 0.116776 0.141045 0.148538 0.132413 0.165916 0.111661 0.101624 0.0990563 0.0806814 0.103072 0.0255363
threshold=0.11829500000000003 0.095500000000000015 0.17553000000000005 -0.06533499999999999 -0.034509999999999992 0.28833000000000003 0.11178000000000002 0.080320000000000016 0.057010000000000005 0.095185000000000006 0.087370000000000017 0.086955000000000018 1.0000000180025095e-35 0.021560000000000003 -0.014549999999999999 0.10960000000000002 1.0000000180025095e-35 -0.071564999999999976
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 -5 -6 7 12 9 10 11 -9 13 15 -8 16 -1 -17
right_child=2 -3 -4 4 5 -7 14 8 -10 -11 -12 -13 -14 -15 -16 17 -18 -19
leaf_value=0.0046350222758618862 0.0068003494560796062 -0.0032456614701996669 -0.008343005389999901 -0.0087305244902839124 0.0046298148276222176 -0.0053182505637808658 0.0043598850955889126 0.0025906998880205175 -0.0018170811832499527 0.011122111735240534 0.012173328479321439 0.012404257946379576 0.014071595132953108 0.012221852097423651 -0.0043495391232103832 0.0043733770197538872 0.0077570588282633544 -0.00061020119050446484
leaf_weight=588 77 63 63 56 99 62 81 635 103 93 52 53 53 75 68 52 620 65
leaf_count=588 77 63 63 56 99 62 81 635 103 93 52 53 53 75 68 52 620 65
internal_value=0 0.00500945 -0.00101477 0.000549459 -0.00166032 0.000787724 0.00521507 0.00551631 0.00404522 0.00477224 0.00397179 0.0033493 0.00646273 0.0061734 0.000373057 0.00582967 0.00623888 0.00158937
internal_weight=0 2601 357 294 217 161 2538 2389 936 833 740 688 1453 1400 149 1325 1208 117
internal_count=2958 2601 357 294 217 161 2538 2389 936 833 740 688 1453 1400 149 1325 1208 117
is_linear=0
shrinkage=0.16829


Tree=8441
num_leaves=21
num_cat=0
split_feature=3 12 39 3 3 13 0 0 12 13 3 13 49 124 12 3 0 11 13 0
split_gain=0.284725 0.11048 0.101604 0.100402 0.153885 0.601366 0.130574 0.150505 0.11529 0.110481 0.0983801 0.0980242 0.0798734 0.0953912 0.0874303 0.0697309 0.0645205 0.0511414 0.0429888 0.0131758
threshold=0.30863500000000005 -0.10468499999999999 0.11334500000000002 -0.096949999999999995 -0.14088999999999999 -0.0065549999999999992 -0.10934999999999999 -0.14164999999999997 0.093245000000000008 -0.0032799999999999995 0.096440000000000012 -0.47365999999999991 0.10078000000000002 -0.076164999999999983 0.083785000000000012 -0.076289999999999983 0.0088250000000000012 1.0000000180025095e-35 -0.0094049999999999984 -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 -1 3 4 8 -6 7 9 17 -5 -11 -2 13 18 -15 -14 -10 -3 -8 -7
right_child=11 2 -4 6 5 19 12 -9 16 10 -12 -13 15 14 -16 -17 -18 -19 -20 -21
leaf_value=0.011606611417972298 0.00042855173622806869 0.0032153903121749732 -0.0032550255288550504 0.01002002844100398 -0.016681992108982097 0.0061774863442021176 0.0034797930885068214 -0.004338173534899359 0.0041526757816604913 -0.0026768985851380231 0.0052608899915077261 -0.0090861016164097072 0.0046181941092160493 0.0087303115908270289 0.0050952948398654283 -0.0019387933242805786 -0.0040389029293550214 0.0093900192954215634 -0.0029072913814451695 0.0026800616728542819
leaf_weight=52 60 63 57 57 56 55 68 96 53 84 93 62 98 218 1416 86 56 100 53 75
leaf_count=52 60 63 57 57 56 55 68 96 53 84 93 62 98 218 1416 86 56 100 53 75
internal_value=0 0.0039044 0.00375989 0.00390717 0.00162806 -0.00209587 0.00436642 0.0012645 0.00418118 0.0035707 0.00148365 -0.00439204 0.00489341 0.00524358 0.00558136 0.00154375 -3.93593e-05 0.00701453 0.000667297 0.00417356
internal_weight=0 2836 2784 2727 458 186 2269 330 272 234 177 122 1939 1755 1634 184 109 163 121 130
internal_count=2958 2836 2784 2727 458 186 2269 330 272 234 177 122 1939 1755 1634 184 109 163 121 130
is_linear=0
shrinkage=0.16829


Tree=8442
num_leaves=16
num_cat=0
split_feature=3 475 16 52 52 10 1454 16 455 133 13 16 150 484 52
split_gain=0.202085 0.100745 0.167002 0.0914712 0.195234 0.111677 0.0840089 0.0878083 0.0728012 0.0598763 0.0697945 0.0655045 0.0540494 0.0659465 0.0144678
threshold=0.35004500000000011 -0.087994999999999976 0.26900000000000007 -0.085009999999999988 -0.080219999999999986 -0.089679999999999982 0.077870000000000009 0.18879500000000002 0.084165000000000004 0.096875000000000017 0.10077500000000002 0.31625000000000009 0.083295000000000022 0.084950000000000012 -0.54159499999999994
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 7 8 -7 10 11 12 13 -3 -13
right_child=-2 3 -4 4 5 6 -8 -9 -10 -11 -12 14 -14 -15 -16
leaf_value=-0.0083612722665380203 -0.00548118621465185 0.0029082591832601244 0.0047442669043287764 -0.0061978038693975149 -0.0043812940908922234 0.0034846668053634135 0.0080771204257899312 -0.0035655815575318223 -0.0026574494003106827 0.00040497328253420858 0.00089624937583431517 0.0080530477654777392 0.010019174772251007 0.0090118405290824984 0.011776466758659645
leaf_weight=55 78 216 55 65 54 1832 102 54 56 66 72 69 58 66 60
leaf_count=55 78 216 55 65 54 1832 102 54 56 66 72 69 58 66 60
internal_value=0 0.00319195 -0.00179217 0.00339052 0.00287637 0.00315836 0.00335843 0.00310966 0.00330153 0.00521971 0.00580377 0.00655333 0.00531668 0.00434313 0.0097988
internal_weight=0 2880 110 2770 2163 2098 2044 1942 1888 607 541 469 340 282 129
internal_count=2958 2880 110 2770 2163 2098 2044 1942 1888 607 541 469 340 282 129
is_linear=0
shrinkage=0.16829


Tree=8443
num_leaves=21
num_cat=0
split_feature=2 15 3 2 39 2 2 457 16 16 2 472 49 16 11 43 2 481 42 42
split_gain=5.2872 2.54346 2.03892 0.758749 0.651939 0.652224 0.560924 0.297174 0.262165 0.220817 0.201087 0.180377 0.188023 0.174961 0.255109 0.213825 0.148612 0.130873 0.084542 0.0640402
threshold=0.12750000000000003 -0.38214499999999996 0.11269500000000002 0.16730000000000003 0.0047850000000000011 0.090020000000000017 -0.007134999999999999 0.081330000000000013 -0.44388499999999992 -0.40430999999999989 0.096080000000000013 -0.065034999999999996 0.10078000000000002 0.041025000000000006 0.07585500000000002 -0.084534999999999985 0.11183000000000003 -0.064999999999999988 0.097140000000000018 0.09087000000000002
decision_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 4 9 5 13 -6 11 -1 -2 -8 -7 -13 14 17 -15 -4 -3 -11 -17
right_child=3 2 16 -5 6 7 10 -9 -10 18 -12 12 -14 15 -16 19 -18 -19 -20 -21
leaf_value=0.00052115318755526147 0.0002741562427812799 0.0010302474496032628 0.00052850727770594819 7.9652123245279273e-05 0.00040765619430797238 0.00099733489010485278 0.00095499127844945932 0.00057805506045325986 0.00020324289680067998 0.00059152007818268093 0.00068968087147534927 0.00083762482101865045 0.00069463187587809848 0.00065056092336373736 0.0011562337946761324 0.00096823377667042793 0.00028884594289703435 0.00091867023082439065 0.00042423782590574342 0.00082473084422557841
leaf_weight=52 52 135 64 81 57 64 55 57 63 88 76 562 126 52 59 77 52 1059 56 71
leaf_count=52 52 135 64 81 57 64 55 57 63 88 76 562 126 52 59 77 52 1059 56 71
internal_value=0 0.000827918 0.000849444 0.000348826 0.000869697 0.000885268 0.000682166 0.000809831 0.0003473 0.000459886 0.00080134 0.000827352 0.000811488 0.000927246 0.000941934 0.000835048 0.000421377 0.000931315 0.000526711 0.000899629
internal_weight=0 2681 2566 277 2450 2262 188 809 115 196 131 752 688 1453 1253 200 116 1194 144 148
internal_count=2958 2681 2566 277 2450 2262 188 809 115 196 131 752 688 1453 1253 200 116 1194 144 148
is_linear=0
shrinkage=0.0032998


Tree=8444
num_leaves=33
num_cat=0
split_feature=1 1 16 2 1 2 1 15 1 1453 2 16 16 49 13 39 13 2 1 49 16 16 2 15 401 16 160 403 160 1 16 15
split_gain=8.94898 1.50326 1.05817 0.621672 0.56102 0.555081 0.347365 0.334702 0.294193 0.297245 0.275569 0.257168 0.202218 0.172112 0.190507 0.163392 0.161019 0.147063 0.258305 0.14531 0.117445 0.111815 0.103712 0.0930475 0.0869735 0.080553 0.0588304 0.0541058 0.0857832 0.0707356 0.0255362 0.0209202
threshold=0.10509 0.14828500000000003 0.25619500000000001 1.0000000180025095e-35 0.12072500000000001 0.093320000000000014 0.08864000000000001 -1.0000000180025095e-35 0.087505000000000013 -0.048394999999999994 0.123795 -0.11400999999999999 -0.10064999999999998 0.10322500000000003 0.0047000000000000002 0.096775000000000014 -0.092984999999999984 0.084045000000000022 0.074220000000000022 -0.021474999999999998 -0.072649999999999978 -0.067654999999999979 0.12469000000000001 -0.034094999999999993 0.078330000000000025 0.0048000000000000013 0.0088350000000000008 -0.0059799999999999992 -0.00067499999999999993 0.09215000000000001 -0.16318499999999997 -0.0039399999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 8 10 -8 9 -1 13 30 -10 14 21 16 -5 20 24 -18 -13 23 -21 -7 -19 -23 27 -14 31 -30 -11 -29
right_child=1 -3 -4 15 -6 6 7 -9 12 11 -12 17 26 -15 -16 -17 19 18 -20 22 -22 25 -24 -25 -26 -27 -28 28 29 -31 -32 -33
leaf_value=0.00077674984737148502 0.00083729686016367592 4.6707926209421732e-05 0.00087445074984234417 0.0003119341815929774 0.00043662760553228071 0.0008820390655010378 0.00053454517066061919 0.0008534279391300228 0.00069489479763171766 0.0010950846090734114 0.00068965571824517661 0.00099956645801231982 0.00086593190523148636 0.00078167771688453507 0.0010699946271125629 0.00022256317480010931 0.00063393181288002697 0.00096857396046448347 0.0007611732877024597 0.00031824399660199657 0.0011836689932137458 0.00074190873484821526 0.00051993076529496948 0.0010604907500597035 0.0010725465246307967 0.00089807554097451488 0.00082006344492251441 0.00094058936850235236 0.00094335797447950233 0.0011027132009066192 0.0012084460676908661 0.00083491274639061635
leaf_weight=69 82 76 88 88 72 66 68 78 53 54 69 95 102 90 101 52 52 647 63 56 69 59 58 70 110 110 66 52 70 63 58 52
leaf_count=69 82 76 88 88 72 66 68 78 53 54 69 95 102 90 101 52 52 647 63 56 69 59 58 70 110 110 66 52 70 63 58 52
internal_value=0 0.000482122 0.000542444 0.000478853 0.0006502 0.000927124 0.00084981 0.000705149 0.000960972 0.000989099 0.000887129 0.00100244 0.00088935 0.000914529 0.000943892 0.000392505 0.000427157 0.000985136 0.000966673 0.000488027 0.00107724 0.000902018 0.000421166 0.000974148 0.000983729 0.000843764 0.00091471 0.000933033 0.000961763 0.00101911 0.0011541 0.00088809
internal_weight=0 624 548 460 154 2334 711 146 1623 1165 565 1096 458 496 406 306 254 984 820 166 164 305 114 136 757 169 405 339 237 133 112 104
internal_count=2958 624 548 460 154 2334 711 146 1623 1165 565 1096 458 496 406 306 254 984 820 166 164 305 114 136 757 169 405 339 237 133 112 104
is_linear=0
shrinkage=0.0032998


Tree=8445
num_leaves=20
num_cat=0
split_feature=4 2 123 3 2 3 52 151 0 14 2 13 481 1455 2 3 2 3 4
split_gain=4.48409 1.74331 0.673713 0.353353 0.280919 0.258467 0.211036 0.183599 0.163268 0.15993 0.164347 0.174226 0.115457 0.119755 0.0976257 0.0836757 0.0780951 0.0543772 0.0418517
threshold=0.27258000000000004 0.14253500000000002 1.0000000180025095e-35 0.11391500000000002 0.092320000000000013 0.31819000000000003 -0.45635499999999996 -0.06189999999999999 -0.14920999999999998 -0.10523499999999998 0.11543500000000002 -0.010655 -0.074254999999999988 0.081665000000000001 0.11657500000000001 -0.085549999999999973 0.096685000000000007 0.085090000000000013 -0.111135
decision_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 9 18 -8 17 -2 11 -11 15 -14 -9 -10 -4 -1 -6
right_child=5 -3 16 -5 6 -7 7 14 12 10 -12 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=0.00095060426158872179 0.00046409239369326987 0.00022814822310474704 0.00054777215360388273 0.0005038325479736703 0.00084395553213002491 9.2970931546942435e-05 0.00045604515777799475 0.00064047809868891467 0.00073579612244093536 0.00049307963082786965 0.00018337259508605753 0.00022930124422742776 0.00072157643846901276 0.00086074159437038228 0.00077884457374966865 0.00089582608695695678 0.00038598408861671604 0.00079708580291189604 0.00071897793398036287
leaf_weight=54 72 87 79 83 72 62 55 429 67 59 98 52 1289 74 67 87 59 57 60
leaf_count=54 72 87 79 83 72 62 55 429 67 59 98 52 1289 74 67 87 59 57 60
internal_value=0 0.00068803 0.000703817 0.00071677 0.000724403 0.000286605 0.000667752 0.000639021 0.000748148 0.000329204 0.000282566 0.000369825 0.000739056 0.000729158 0.00065924 0.000826431 0.000478857 0.000872088 0.000787414
internal_weight=0 2619 2532 2394 2311 343 683 551 1628 281 209 111 1517 1363 496 154 138 111 132
internal_count=2962 2619 2532 2394 2311 343 683 551 1628 281 209 111 1517 1363 496 154 138 111 132
is_linear=0
shrinkage=0.0032998


Tree=8446
num_leaves=15
num_cat=0
split_feature=133 1 10 48 1374 1429 42 10 0 1 1 12 42 12
split_gain=0.151738 0.164521 0.152895 0.200667 0.113762 0.107468 0.0977253 0.0835587 0.0647151 0.144687 0.095463 0.0610696 0.0554553 0.019539
threshold=-0.24159999999999995 0.082535000000000011 -1.0000000180025095e-35 0.085875000000000021 0.088460000000000011 -0.092119999999999994 -0.09361499999999999 1.0000000180025095e-35 -0.10298499999999998 0.095640000000000017 0.12864500000000004 0.085945000000000008 -0.047584999999999995 0.090745000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -2 5 -4 11 8 9 -8 -10 -7 -1 -13
right_child=2 -3 4 -5 -6 6 7 -9 10 -11 -12 13 -14 -15
leaf_value=0.0080872535573148392 -0.0056438558495559383 0.015156712053247756 0.011560429591188474 0.0066823248608208589 0.011358361098236102 0.01131413244714987 0.0051672540394733669 -0.0018896969264969559 0.0039290927308807582 -0.001042172949035773 0.010163402897290303 0.00304239241978954 0.001067173415308767 0.0068859328942038776
leaf_weight=76 102 72 53 59 62 71 200 77 1674 226 73 65 56 96
leaf_count=76 102 72 53 59 62 71 200 77 1674 226 73 65 56 96
internal_value=0 0.00867289 0.00390799 -0.00111565 0.00422012 0.00404483 0.00388362 0.00354295 0.00373628 0.00186883 0.00419063 0.00717975 0.00512265 0.00534535
internal_weight=0 204 2758 161 2597 2535 2482 2250 2173 426 1747 232 132 161
internal_count=2962 204 2758 161 2597 2535 2482 2250 2173 426 1747 232 132 161
is_linear=0
shrinkage=0.16829


Tree=8447
num_leaves=29
num_cat=0
split_feature=2 48 16 133 3 147 12 1375 133 133 133 0 12 481 2 15 3 133 133 133 156 12 2 402 0 131 2 3
split_gain=0.114782 0.147377 0.122942 0.115641 0.164869 0.162359 0.096897 0.0893945 0.086143 0.0785315 0.133124 0.0826784 0.110385 0.0944318 0.0868303 0.123216 0.0918695 0.0755412 0.0932382 0.072915 0.0716699 0.0690938 0.0664522 0.0617598 0.0524623 0.0512175 0.0413401 0.0331325
threshold=0.09167500000000002 0.13765500000000006 0.51041000000000014 0.017095000000000003 -0.10175499999999998 0.08975000000000001 0.089135000000000006 -0.082654999999999992 0.12352500000000001 -0.07248499999999998 -0.032744999999999989 -0.18240499999999996 0.084565000000000015 -0.048929999999999994 0.083885000000000015 -1.0000000180025095e-35 -0.085549999999999973 -0.15323999999999996 -0.3811949999999999 0.093130000000000004 0.087795000000000012 0.086115000000000011 0.097505000000000022 -0.040969999999999993 -0.05461499999999999 0.09172000000000001 0.086365000000000011 -0.095009999999999983
decision_type=2 2 2 2 2 2 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 20 -2 -1 19 17 -11 -12 14 -14 15 -13 -16 18 -9 22 24 -19 -5 -10 -6 -15 -23 -4
right_child=1 -3 27 8 5 -7 -8 9 23 10 11 12 13 25 16 -17 -18 21 -20 -21 -22 26 -24 -25 -26 -27 -28 -29
leaf_value=0.010383692084779734 -0.01051142255272537 0.010836614984481735 0.0094813966819833409 0.0077592179387461924 0.0020685767976604754 -0.0075524997072774812 -0.0006730535714135088 0.0068677415196783699 0.003213054572381001 -0.0046856294376782064 0.010497096553077276 0.0022845247739687134 0.0096088708891946383 0.0032328829724011009 1.0489345976611937e-05 -0.0060158183786663023 0.0082025298321025709 0.012837781544073433 -0.001755281468495852 0.0087766368600759558 0.0071692922305621977 0.0032911946069860269 0.00038045325642969231 -0.0044338085087528255 -0.0034215878663625644 0.0063396624846821749 0.0095971830436021224 0.0041807447294818457
leaf_weight=68 62 54 61 53 322 55 53 93 67 53 52 125 97 593 77 85 79 71 57 101 68 66 101 54 58 204 55 78
leaf_count=68 62 54 61 53 322 55 53 93 67 53 52 125 97 593 77 85 79 71 57 101 68 66 101 54 58 204 55 78
internal_value=0 0.0022404 0.00182911 0.00117136 -0.000241784 0.0010695 -0.00599284 0.00438234 0.00349879 0.00414222 0.0035679 0.00390268 0.0036291 0.00463763 0.00116072 -0.00106658 0.00417054 0.00642921 0.00357902 0.00525372 0.00213201 0.00864656 0.00293156 -0.000184747 0.00122588 0.00403035 0.0061724 0.00651986
internal_weight=0 1187 1133 994 618 503 115 1775 376 1707 1365 1312 1260 894 366 210 156 342 150 255 448 192 154 121 380 797 121 139
internal_count=2962 1187 1133 994 618 503 115 1775 376 1707 1365 1312 1260 894 366 210 156 342 150 255 448 192 154 121 380 797 121 139
is_linear=0
shrinkage=0.16829


Tree=8448
num_leaves=27
num_cat=0
split_feature=4 3 1 159 1 15 0 3 1 15 401 4 3 15 49 49 4 3 150 49 0 3 15 3 4 151
split_gain=4.79669 1.23405 0.803524 0.346683 0.318112 0.265197 0.224303 0.255031 0.292514 0.216374 0.181058 0.312338 0.251937 0.170921 0.135557 0.104769 0.103866 0.154738 0.0957357 0.104139 0.0907301 0.0749263 0.0719253 0.0700345 0.0674066 0.0530872
threshold=0.31392000000000003 -0.06533499999999999 0.094715000000000008 0.083310000000000009 0.13042000000000001 0.015700000000000002 -0.079249999999999987 -0.15415499999999996 0.092900000000000024 -0.43091499999999999 0.080710000000000018 -0.49269499999999994 -0.11017499999999998 -0.46483499999999994 0.10208500000000002 0.096960000000000005 -0.062804999999999986 0.084670000000000009 0.083810000000000009 0.016520000000000003 -0.087649999999999992 -0.09738999999999999 -0.074124999999999983 -0.075579999999999994 -0.081204999999999986 -0.030624999999999996
decision_type=2 2 2 2 2 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 14 5 13 18 7 -1 15 -6 11 -8 -13 -2 16 21 -3 20 19 -4 -18 -9 -14 -23 -24 -15
right_child=4 2 3 -5 9 -7 10 8 -10 -11 -12 12 22 25 -16 -17 17 -19 -20 -21 -22 23 24 -25 -26 -27
leaf_value=0.00097451166995401995 0.00048884500061316383 0.00078918694820319065 0.00057169339375714393 0.00021561361079781136 0.00026074380113097251 0.0006824289672704662 0.00091298008161841675 0.00085296020301903522 0.00054731685790610851 3.1890346475626449e-06 0.00048973854366483123 0.00050046817300970965 0.0008158270990332486 0.00020070100024025174 0.00051261468374020919 0.00065048410493570249 0.00078958308135587869 0.00051855915697143567 0.00031462278941552559 0.00038837592011138389 0.00061054867516372911 0.00074760370041659484 0.00078776225209501783 0.00087293932429043 0.00066320726992524727 0.00034683307705338728
leaf_weight=54 62 96 69 61 75 62 63 99 81 68 54 86 52 58 52 102 81 64 55 70 54 930 59 55 346 54
leaf_count=54 62 96 69 61 75 62 63 99 81 68 54 86 52 58 52 102 81 64 55 70 54 930 59 55 346 54
internal_value=0 0.000683962 0.000560616 0.000440194 0.000254232 0.000493569 0.000725287 0.000750347 0.000740765 0.000138517 0.000675077 0.000691534 0.000665777 0.000349129 0.000670526 0.000753947 0.000698242 0.000654191 0.00043303 0.000479629 0.00071823 0.00076365 0.000696808 0.000754638 0.000681439 0.000271472
internal_weight=0 2645 664 317 317 256 1981 1321 1267 143 660 606 543 174 347 1186 295 199 194 139 135 1084 457 985 405 112
internal_count=2962 2645 664 317 317 256 1981 1321 1267 143 660 606 543 174 347 1186 295 199 194 139 135 1084 457 985 405 112
is_linear=0
shrinkage=0.0032998


Tree=8449
num_leaves=16
num_cat=0
split_feature=133 4 4 49 160 49 2 14 16 4 51 2 133 13 2
split_gain=0.101035 0.140792 0.133078 0.132427 0.11108 0.094101 0.0901593 0.0754763 0.104655 0.0736933 0.0917479 0.083488 0.0654866 0.051686 0.0324111
threshold=-0.24159999999999995 0.27258000000000004 0.015030000000000002 -0.16404499999999997 -0.55045999999999984 0.15038000000000004 -0.018734999999999998 -0.44847999999999993 -0.42170999999999997 -0.079939999999999983 0.10218000000000001 0.095565000000000011 0.085475000000000009 -0.060719999999999989 0.090695000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 14 -2 -5 6 -6 -3 12 10 -8 -11 13 -9 -1
right_child=1 7 -4 4 5 -7 9 8 -10 11 -12 -13 -14 -15 -16
leaf_value=0.0061580580808704528 0.011261333633813446 0.0048636510083079837 0.013184999342809164 -0.0043075553060115566 -0.001823668355570899 -0.0032562025790777004 0.0047377379535386141 -0.0054607050132413088 -0.0080190946299632734 0.0040576352875162794 0.012019383234477958 0.0012617324519674309 0.0053411787252107693 0.0010426942387430529 0.00085167920566592119
leaf_weight=81 62 66 67 52 80 56 719 58 55 978 53 441 53 85 56
leaf_count=81 62 66 67 52 80 56 719 58 55 978 53 441 53 85 56
internal_value=0 0.00313733 0.00702689 0.00357068 0.00336949 0.00354182 0.00371024 -0.000193897 -0.00153093 0.00391312 0.00523997 0.00318998 0.000280564 -0.00158248 0.00400214
internal_weight=0 2758 204 2441 2379 2327 2271 317 251 2191 772 1419 196 143 137
internal_count=2962 2758 204 2441 2379 2327 2271 317 251 2191 772 1419 196 143 137
is_linear=0
shrinkage=0.16829


Tree=8450
num_leaves=15
num_cat=0
split_feature=1 4 1374 457 4 4 159 159 4 12 2 48 0 43
split_gain=0.303434 0.132289 0.10705 0.0876251 0.0850315 0.101938 0.0964057 0.126447 0.0836877 0.0881617 0.0767554 0.0617977 0.0835049 0.0542338
threshold=0.14860500000000001 -0.51843499999999987 0.084750000000000006 0.12154000000000001 0.036605000000000006 0.012315000000000001 0.084135000000000001 0.10500500000000001 0.41823000000000005 -0.060304999999999991 0.12068000000000001 -0.072384999999999991 -0.10298499999999998 -0.070414999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 11 8 -8 9 -6 -10 -3 -13 -9
right_child=-2 2 -4 -5 6 -7 7 13 10 -11 -12 12 -14 -15
leaf_value=0.011128448571226607 -0.0085067988487401627 0.0080960007784198883 -0.0030528574257088765 -0.0038595118883860587 -0.0074757448124290393 0.010865620442606484 0.010799321747985962 0.0052999716281816427 0.0085394775196773898 -2.2358539579355523e-05 -0.00020301886594334452 -0.00013171305462096264 0.0036132068749304409 -0.0018589721891246916
leaf_weight=55 67 78 86 52 53 54 63 56 56 299 57 186 1715 64
leaf_count=55 67 78 86 52 53 54 63 56 56 299 57 186 1715 64
internal_value=0 0.0029434 0.00278307 0.00296737 0.00310045 0.00363609 0.00141717 0.00468952 0.000125482 -0.00114971 0.00411365 0.00343792 0.00324585 0.0014669
internal_weight=0 2874 2819 2733 2681 2033 648 183 465 352 113 1979 1901 120
internal_count=2941 2874 2819 2733 2681 2033 648 183 465 352 113 1979 1901 120
is_linear=0
shrinkage=0.16829


Tree=8451
num_leaves=19
num_cat=0
split_feature=1 1375 33 403 403 12 474 1 13 12 457 1 1213 15 403 12 1 474
split_gain=0.209941 0.122123 0.105351 0.0967041 0.113315 0.0637035 0.0615033 0.082354 0.131686 0.142281 0.0860938 0.0815992 0.0792395 0.0625691 0.0554479 0.039493 0.0138582 0.0118818
threshold=0.14860500000000001 -0.081864999999999979 0.080895000000000009 -0.11087499999999999 -0.23730999999999999 0.097610000000000016 0.089165000000000008 0.085880000000000026 0.044405000000000007 0.09567500000000001 0.059100000000000007 0.10373000000000002 0.023610000000000003 -0.048914999999999993 -0.50487999999999988 0.088885000000000006 0.088570000000000024 0.10368000000000001
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 14 7 10 9 -9 12 -10 -5 17 15 -3 -15 -8
right_child=-2 2 -4 6 -6 -7 13 8 11 -11 -12 -13 -14 16 -16 -17 -18 -19
leaf_value=-0.0035426972696666059 -0.0070751913901222234 0.0074146296748500446 0.010163968540899048 0.0019400347351329137 0.011186816250105803 0.0082906785135224009 0.0037813022706256333 0.00059646812099622623 -0.0084026585789332385 0.0067855614570910949 0.0080250671573394265 -0.00050051934504832666 0.0064764561497367319 0.0058191720718106148 -0.0024678769131797726 0.0011087570525384011 0.0098414784039763271 0.00014602524237153865
leaf_weight=93 67 52 52 1066 72 59 52 670 64 125 83 89 122 52 56 63 52 52
leaf_count=93 67 52 52 1066 72 59 52 670 64 125 83 89 122 52 56 63 52 52
internal_value=0 0.00244795 0.00264893 0.00250508 0.00534902 0.00351373 0.00215045 0.00188977 0.000700122 0.00157186 0.00277567 -0.00381773 0.00240741 0.00492291 0.00185504 0.00397573 0.0078476 0.00198094
internal_weight=0 2874 2781 2729 302 230 2427 2219 948 795 1271 153 1188 208 171 115 104 104
internal_count=2941 2874 2781 2729 302 230 2427 2219 948 795 1271 153 1188 208 171 115 104 104
is_linear=0
shrinkage=0.16829


Tree=8452
num_leaves=9
num_cat=0
split_feature=48 4 4 15 13 3 3 147
split_gain=0.132284 0.119651 0.0901164 0.0676516 0.0808569 0.0790929 0.084549 0.0950341
threshold=0.14177500000000004 0.62720500000000012 -0.51843499999999987 0.14927500000000002 -0.41895499999999991 0.11878500000000002 0.10166000000000001 0.089245000000000005
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 7 -6
right_child=-2 -3 3 -5 5 -7 -8 -9
leaf_value=0.0089187229670281525 -0.0063887679430014409 -0.0056836311417060078 0.0076439469998242516 -0.00374926476778707 0.0021773303967593323 -0.0033834503440918146 0.0085707571446653995 -0.0042383612524522756
leaf_weight=55 54 56 74 56 2447 75 57 67
leaf_count=55 54 56 74 56 2447 75 57 67
internal_value=0 0.00201069 0.00216353 0.00202904 0.00214867 0.00199431 0.00215188 0.00200563
internal_weight=0 2887 2831 2776 2720 2646 2571 2514
internal_count=2941 2887 2831 2776 2720 2646 2571 2514
is_linear=0
shrinkage=0.16829


Tree=8453
num_leaves=10
num_cat=0
split_feature=2 40 399 1375 147 10 0 2 49
split_gain=0.164365 0.100561 0.0883883 0.0932903 0.084349 0.0693586 0.0808981 0.0866048 0.0750398
threshold=0.25063000000000007 0.09888000000000001 0.099255000000000024 -0.081864999999999979 0.097430000000000003 -0.020369999999999996 -0.088084999999999983 -1.0000000180025095e-35 -0.10705999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 8 -8 -7
right_child=-2 -3 -4 4 -6 6 7 -9 -10
leaf_value=-0.0032633919731595131 -0.0077375239655910364 -0.0052760695189702205 -0.0043684164822283137 0.0081386495350629657 0.0087733920789245246 -0.005511800046086774 -0.0021764532977723169 0.0028681464508116226 0.00097324158544658489
leaf_weight=92 53 57 63 52 54 54 102 1638 776
leaf_count=92 53 57 63 52 54 54 102 1638 776
internal_value=0 0.00171427 0.00185565 0.00199796 0.00217952 0.00204303 0.001919 0.0025714 0.000549159
internal_weight=0 2888 2831 2768 2676 2622 2570 1740 830
internal_count=2941 2888 2831 2768 2676 2622 2570 1740 830
is_linear=0
shrinkage=0.16829


Tree=8454
num_leaves=17
num_cat=0
split_feature=1 34 10 402 133 133 132 10 39 12 3 133 3 3 52 1
split_gain=0.105304 0.0931969 0.103374 0.0708649 0.111551 0.0779419 0.0851856 0.0845352 0.0744927 0.164802 0.0612516 0.0580804 0.06305 0.0573456 0.0490703 0.0287214
threshold=0.14860500000000001 -0.082914999999999989 1.0000000180025095e-35 0.012085000000000002 -0.098969999999999989 -0.10066499999999999 -0.26605999999999996 -1.0000000180025095e-35 0.10189000000000001 -0.067899999999999988 -0.081694999999999976 -0.051434999999999988 -0.082689999999999986 -0.086064999999999989 0.08869500000000001 0.081720000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 10 6 -3 -7 9 -9 -5 12 -6 -13 15 -8
right_child=-2 2 -4 4 11 7 14 8 -10 -11 -12 13 -14 -15 -16 -17
leaf_value=0.0066825599947236474 -0.0053063578109428244 0.0040731363628802439 -0.0060235741343948037 0.012185827534887672 -0.005242385225411747 -0.0040792797317609096 0.00097909597359994386 0.0080730954507051596 -0.0043415114430967123 0.0013953526999925972 0.0042382740635514456 0.0078658665769188157 0.0024385965391742247 0.0008214711302456419 -0.007208873115563833 -0.0043667754720770604
leaf_weight=93 67 53 54 53 55 77 62 111 58 1880 59 61 67 72 67 52
leaf_count=93 67 53 54 53 55 77 62 111 58 1880 59 61 67 72 67 52
internal_value=0 0.00143754 0.0012615 0.00140641 0.00358397 0.00106703 -0.00184483 0.00138837 0.00159471 0.00176855 0.00801521 0.00163065 -0.00100942 0.00406587 -0.00358764 -0.00144361
internal_weight=0 2874 2781 2727 367 2360 234 2126 2049 1991 112 255 122 133 181 114
internal_count=2941 2874 2781 2727 367 2360 234 2126 2049 1991 112 255 122 133 181 114
is_linear=0
shrinkage=0.16829


Tree=8455
num_leaves=15
num_cat=0
split_feature=1 9 16 147 42 0 51 1 1213 2 2 0 50 51
split_gain=0.153869 0.0891922 0.346705 0.0949976 0.0898937 0.1355 0.0890313 0.0878876 0.110627 0.108298 0.197256 0.0794663 0.0794466 0.0681864
threshold=0.14720000000000003 1.0000000180025095e-35 -0.034884999999999992 0.093660000000000007 0.11791500000000001 -0.074249999999999997 -0.24503499999999998 0.077375000000000013 -0.10156 0.082925000000000013 0.086825000000000013 -0.05226999999999999 -0.041284999999999995 -0.085594999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 12 8 -8 11 -11 -9 -1 -10
right_child=-2 2 -4 -5 5 -7 7 9 13 10 -12 -13 -14 -15
leaf_value=0.0017194110223133225 0.0087440652402179745 -0.003849691871548485 0.015471053085274473 0.0074011032927578536 -0.010130787116538024 0.0008226555344045506 -0.0044067951839499723 0.0021594078683407187 0.0063700567655043776 -0.01169536487610758 -0.00099519431605372402 -0.0042654198065150669 0.0099327125025918533 0.0016522632889745341
leaf_weight=82 76 52 53 62 53 80 81 444 94 54 513 62 57 1184
leaf_count=82 76 52 53 62 53 80 81 444 94 54 513 62 57 1184
internal_value=0 0.00106821 0.00588557 0.00088469 0.000734611 -0.00352874 0.000955857 0.000718239 0.00161745 -0.000418975 -0.00201743 0.00136863 0.00510038 0.00200067
internal_weight=0 2871 105 2766 2704 133 2571 2432 1359 1073 567 506 139 1278
internal_count=2947 2871 105 2766 2704 133 2571 2432 1359 1073 567 506 139 1278
is_linear=0
shrinkage=0.16829


Tree=8456
num_leaves=29
num_cat=0
split_feature=1 52 14 2 2 4 12 2 12 4 4 1 49 42 43 2 4 42 13 13 43 16 1 4 12 157 52 1
split_gain=7.02248 1.51615 0.858699 0.517371 1.00061 0.456466 0.384037 0.332074 0.282001 0.280205 0.31936 0.252811 0.271495 0.229963 0.1815 0.20116 0.190909 0.179738 0.170365 0.0954485 0.093077 0.0815009 0.0709242 0.0791064 0.0615573 0.0453932 0.0461663 0.0254754
threshold=0.10404000000000001 -0.41694999999999993 0.064610000000000015 1.0000000180025095e-35 -1.0000000180025095e-35 0.032770000000000001 0.084535000000000013 -0.13746499999999998 0.083400000000000016 -0.50231999999999988 -9.4999999999999992e-05 0.084470000000000003 -0.028049999999999995 0.086135000000000003 -0.079824999999999993 0.14253500000000002 0.028075000000000006 0.097140000000000018 -0.053249999999999999 0.099195000000000019 -0.13800999999999999 0.0063750000000000013 0.083670000000000008 0.071150000000000005 0.087915000000000007 -0.082189999999999999 0.11330000000000001 0.11657000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 7 8 14 -3 9 -1 11 -11 -13 19 -5 16 -16 22 25 20 -10 -22 23 -7 -25 -15 -27 -18
right_child=1 3 -4 6 -6 17 -8 -9 13 10 -12 12 -14 18 15 -17 27 -19 -20 -21 21 -23 -24 24 -26 26 -28 -29
leaf_value=0.00096487546011696278 0.00091345927525886337 0.00052199370064438442 0.0011592489590040954 0.00020361563226627512 0.00080129706305926264 0.00070106859770271361 0.00010211798742119278 0.00018891719392838632 0.0010290328734928313 0.00077624944006297902 0.00089872744868620764 0.00069050695038671325 0.00035730160319271282 0.00073805217653912793 0.0006417335894619272 0.00027360681548906383 0.00034509788807666423 0.00053724631666771702 0.00067585478490306391 0.00079712773140375268 0.00091503894273382283 0.0008161131517938064 0.0006446884183737763 0.00091931748319999727 0.00076526028250189896 0.00086830950072746302 0.00079795774314155444 0.00044919924330718007
leaf_weight=57 69 61 87 57 86 97 71 71 70 81 70 56 52 52 53 79 54 55 85 96 598 116 63 53 73 360 166 59
leaf_count=57 69 61 87 57 86 97 71 71 70 81 70 56 52 52 53 79 54 55 85 96 598 116 63 53 73 360 166 59
internal_value=0 0.000450202 0.000836718 0.000396057 0.000524022 0.000823948 0.000321173 0.000343106 0.000844408 0.000753715 0.000707108 0.000635951 0.000530401 0.000862958 0.000372556 0.000411717 0.000477231 0.000712306 0.000815965 0.000898323 0.00091067 0.000899016 0.000745848 0.000774269 0.000830342 0.000836508 0.000846174 0.000399763
internal_weight=0 660 2287 591 218 2200 373 132 1859 316 259 189 108 1543 302 245 166 341 663 880 784 714 286 223 126 578 526 113
internal_count=2947 660 2287 591 218 2200 373 132 1859 316 259 189 108 1543 302 245 166 341 663 880 784 714 286 223 126 578 526 113
is_linear=0
shrinkage=0.0032998


Tree=8457
num_leaves=13
num_cat=0
split_feature=9 16 147 14 11 157 3 159 1 49 43 3
split_gain=0.100954 0.206967 0.10206 0.0775197 0.0762011 0.0857545 0.0748036 0.132106 0.0891733 0.146791 0.0861354 0.026437
threshold=1.0000000180025095e-35 -0.034884999999999992 0.093660000000000007 0.073890000000000011 0.092225000000000015 -0.14704999999999999 0.11745500000000002 0.089030000000000012 0.077690000000000023 0.0084900000000000028 -0.14968999999999996 0.17351000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 8 11 10 -10 -7 -8
right_child=1 -3 -4 -5 -6 6 7 -9 9 -11 -12 -13
leaf_value=-0.0043732442110388497 -0.00044408417991595092 0.013870382146282018 0.0079049276332598863 0.0062775573168231272 -0.0051121111900568625 0.0064166324612852654 0.0053402647160948518 -0.001708016781968012 0.00061782229307418154 -0.0063301596390813722 0.0016278982388005152 0.01055154750818723
leaf_weight=74 58 56 68 86 54 116 54 58 836 96 1330 61
leaf_count=74 58 56 68 86 54 116 54 58 836 96 1330 61
internal_value=0 0.00657182 0.00145871 0.00129952 0.00113905 0.00126833 0.00143269 0.00481476 0.00118589 -9.5922e-05 0.0020133 0.00812013
internal_weight=0 114 2833 2765 2679 2625 2551 173 2378 932 1446 115
internal_count=2947 114 2833 2765 2679 2625 2551 173 2378 932 1446 115
is_linear=0
shrinkage=0.16829


Tree=8458
num_leaves=11
num_cat=0
split_feature=2 48 1186 13 2 15 1373 1446 3 2
split_gain=0.0908392 0.0849468 0.076344 0.0693457 0.0725373 0.0970258 0.0805751 0.0803142 0.0275576 0.0135958
threshold=0.30739000000000005 0.13991500000000004 0.054365000000000004 0.27020000000000005 0.13554000000000002 0.12625000000000003 0.081160000000000024 0.088415000000000007 0.13470000000000001 0.088300000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -6 -4
right_child=-2 -3 9 -5 8 -7 -8 -9 -10 -11
leaf_value=0.0018386159619713269 0.0082232373371276552 -0.005418502309340387 -0.0011255128663334557 0.0072112100879442318 -0.0043738897101675634 0.0083138249411527764 -0.004963704369951508 -0.0023508698519406545 0.0004926700387280961 -0.0050288730255996384
leaf_weight=2290 54 53 52 60 80 60 54 137 55 52
leaf_count=2290 54 53 52 60 80 60 54 137 55 52
internal_value=0 0.00125006 0.00137514 0.00154569 0.00141799 0.00162037 0.00145777 0.00160139 -0.00237791 -0.00309447
internal_weight=0 2893 2840 2736 2676 2541 2481 2427 135 104
internal_count=2947 2893 2840 2736 2676 2541 2481 2427 135 104
is_linear=0
shrinkage=0.16829


Tree=8459
num_leaves=27
num_cat=0
split_feature=4 12 3 133 12 457 51 4 3 0 4 160 51 156 3 4 4 12 4 51 3 3 157 3 133 3
split_gain=11.4092 5.32513 1.62595 1.42429 0.787088 0.626979 0.585359 0.759718 0.688716 0.522988 0.46645 0.258475 0.210013 0.184679 0.216464 0.172043 0.164777 0.107901 0.106026 0.0905704 0.0839478 0.0638411 0.0510101 0.0425679 0.0382981 0.018205
threshold=0.27998000000000006 0.056995000000000011 0.28833000000000003 0.084675000000000014 0.13642500000000005 0.059100000000000007 -0.097124999999999989 -0.00076499999999999995 0.057935000000000007 -0.14680499999999999 0.032770000000000001 -1.0000000180025095e-35 0.0045000000000000014 0.088735000000000022 -0.13117499999999996 0.5124550000000001 0.51973500000000017 0.096535000000000024 0.17176000000000005 -0.085764999999999994 -0.076004999999999975 0.0035100000000000005 -0.065184999999999979 1.0000000180025095e-35 0.058050000000000011 -0.080054999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 9 6 -1 8 -8 -3 12 16 13 14 -11 21 -2 18 25 -15 -19 -13 -14 -9 -24 -12
right_child=11 4 -4 -5 -6 -7 7 23 -10 10 17 15 22 19 -16 -17 -18 20 -20 -21 -22 -23 24 -25 -26 -27
leaf_value=0.0011453089076484558 0.0005840968291248496 0.0013725781597611968 0.00019941342437563826 0.00041553206292500394 0.00068389639559879724 0.00058002564707014591 0.00037357478428525436 0.0010732123897706854 0.00087993561770894138 0.0013197920810590392 0.00097775956570194246 0.00026092694602211885 0.00089144628608685001 0.0010542013174650515 0.0011010085900510134 0.00041961086234450906 0.0003239687152734641 0.00075434084757898653 0.0011162157856954751 0.00087134024639021765 0.00094135662556692028 0.00012647223509641939 0.00097150157016355173 0.00093875850364867738 0.0010867709462300532 0.00088015114472139082
leaf_weight=88 55 62 63 103 59 76 56 67 62 53 58 91 54 74 1269 54 53 52 53 55 60 69 95 53 60 53
leaf_count=88 55 62 63 103 59 76 56 67 62 53 58 91 54 74 1269 54 53 52 53 55 60 69 95 53 60 53
internal_value=0 0.000983041 0.000700025 0.000762408 0.00106117 0.000851196 0.000914306 0.000828745 0.000639927 0.0010723 0.00106266 0.000324741 0.00108368 0.00109798 0.00110981 0.000257946 0.000456768 0.000936107 0.00099139 0.00097651 0.000854842 0.000203164 0.000984246 0.00101412 0.00101635 0.000931471
internal_weight=0 2625 568 505 2057 402 326 238 118 1998 1936 322 1660 1451 1322 214 108 276 164 129 112 160 209 120 155 111
internal_count=2947 2625 568 505 2057 402 326 238 118 1998 1936 322 1660 1451 1322 214 108 276 164 129 112 160 209 120 155 111
is_linear=0
shrinkage=0.0032998


Tree=8460
num_leaves=29
num_cat=0
split_feature=3 4 4 14 2 2 12 13 0 0 0 14 43 2 4 3 12 4 42 0 4 13 43 2 4 4 12 12
split_gain=6.74298 1.65287 1.39978 1.14499 0.918917 0.502487 0.529788 0.419393 0.403065 0.302046 0.404 0.290501 0.240112 0.239385 0.224471 0.223449 0.20287 0.250218 0.186515 0.17601 0.197113 0.155583 0.163197 0.137552 0.0966281 0.0435759 0.0396686 0.0151042
threshold=-0.049204999999999992 0.27258000000000004 0.31392000000000003 0.073890000000000011 0.14290000000000003 0.097005000000000022 0.088465000000000002 -0.00027999999999999998 -0.11167499999999998 -0.10298499999999998 -0.029849999999999998 -0.40567999999999999 -0.069824999999999984 0.10043500000000001 0.42642000000000008 0.093925000000000022 0.09253500000000002 -0.10023999999999998 0.097140000000000018 -0.063204999999999983 0.043640000000000005 0.0048350000000000008 0.0034500000000000004 0.081315000000000012 -0.040394999999999993 -0.078549999999999995 0.097240000000000007 0.097060000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 7 16 -7 12 14 15 -11 -10 23 -14 -3 -9 17 -1 24 20 25 22 -19 -2 26 -18 -8 -26
right_child=1 8 -4 -5 -6 6 18 9 11 10 -12 -13 13 -15 -16 -17 19 21 -20 -21 -22 -23 -24 -25 27 -27 -28 -29
leaf_value=0.0010984993464053677 0.0002679492680377172 0.00025612327857695022 0.00044049530394225331 0.0012499791301486529 0.00016774335752920967 0.00040996171286800321 0.00094281284532161437 0.00070689902508224627 0.00030859065454487378 0.00094987793928584118 0.00059567528688493274 -8.5956438191022159e-06 0.00076259392210200054 0.00047716210472105523 0.00054323893370103091 0.00042307499110478348 0.00077859308067856306 0.00088676334164751957 0.0006387091288698924 0.00060400183965667888 0.00062142283152659481 0.00068407185138803057 0.00076252860626528553 0.00050900774468978251 0.00078659722664660306 0.00086984451186607875 0.00081754192149506675 0.00070691143020859971
leaf_weight=52 52 69 102 71 57 53 61 68 52 85 61 79 58 74 53 56 90 912 96 52 52 53 137 53 71 223 65 66
leaf_count=52 52 69 102 71 57 53 61 68 52 85 61 79 58 74 53 56 90 912 96 52 52 53 137 53 71 223 65 66
internal_value=0 0.000466382 0.00081853 0.000837286 0.000565836 0.000822492 0.000719361 0.000610523 0.000244534 0.000699788 0.00080213 0.000117041 0.000508679 0.000602846 0.000381143 0.000579005 0.000849516 0.000872338 0.00076494 0.000786275 0.000812146 0.000861634 0.000870572 0.000389962 0.000810882 0.000843719 0.000878469 0.000748466
internal_weight=0 817 2156 2054 564 1983 412 507 253 270 146 131 237 132 122 124 1571 1154 359 417 365 1102 1049 105 263 313 126 137
internal_count=2973 817 2156 2054 564 1983 412 507 253 270 146 131 237 132 122 124 1571 1154 359 417 365 1102 1049 105 263 313 126 137
is_linear=0
shrinkage=0.0032998


Tree=8461
num_leaves=20
num_cat=0
split_feature=15 13 123 2 457 15 447 16 15 48 15 16 2 160 160 157 159 2 159
split_gain=7.30914 2.89746 1.40111 1.12654 0.884537 0.466754 0.405552 0.379198 0.364794 0.285737 0.252678 0.243253 0.214993 0.195913 0.19176 0.178102 0.169355 0.230518 0.14893
threshold=-0.26361999999999991 -0.17030499999999998 1.0000000180025095e-35 0.098290000000000002 0.081330000000000013 -0.42443999999999993 0.084420000000000009 0.52477000000000007 -0.50173499999999993 0.11928500000000002 0.086035000000000014 0.014185000000000001 0.11891500000000001 -0.080799999999999983 0.084100000000000022 -0.079269999999999993 0.082200000000000009 0.08784500000000002 0.089030000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 12 3 6 7 8 11 9 -1 10 -5 16 -2 -13 -4 -15 17 -3 -18
right_child=1 2 14 4 -6 -7 -8 -9 -10 -11 -12 13 -14 15 -16 -17 18 -19 -20
leaf_value=0.00016204837383110467 0.00046285784539445773 0.00094918083016903192 0.00043979807954326632 0.00072129547254585244 0.00035422395263459347 7.6688549913018904e-06 0.00062188976834698579 0.00099051661992655962 0.00046407085460667093 0.00052100687435230103 0.00091349788301241502 0.00067928300338825954 0.00019067152268203365 0.0010438517785218611 0.00068742056159672377 0.00083222631937342282 0.0011847992983835824 0.00085253555597521104 0.00096333614267606982
leaf_weight=82 71 929 91 268 59 72 54 81 94 56 106 72 58 56 56 221 52 392 103
leaf_count=82 71 929 91 268 59 72 54 81 94 56 106 72 58 56 56 221 52 392 103
internal_value=0 0.000823902 0.000847897 0.000866702 0.000737871 0.000231989 0.000905764 0.000782098 0.000323556 0.000742755 0.000775864 0.000914144 0.000340753 0.000834833 0.00053437 0.000875137 0.000932874 0.000920529 0.00103786
internal_weight=0 2725 2596 2449 570 248 1879 511 176 430 374 1825 129 349 147 277 1476 1321 155
internal_count=2973 2725 2596 2449 570 248 1879 511 176 430 374 1825 129 349 147 277 1476 1321 155
is_linear=0
shrinkage=0.0032998


Tree=8462
num_leaves=26
num_cat=0
split_feature=3 3 15 15 447 147 43 48 475 15 3 41 3 3 15 1456 43 43 42 0 0 160 157 42 43
split_gain=4.85014 1.53606 0.889719 0.702537 0.563219 0.544308 0.498312 0.442676 0.352755 0.355566 0.454786 0.422288 0.262767 0.235189 0.276586 0.227913 0.183724 0.149449 0.117972 0.112641 0.111568 0.070487 0.118412 0.091999 0.0676371
threshold=-0.053364999999999996 0.28833000000000003 -0.38214499999999996 -0.24511999999999998 0.084420000000000009 1.0000000180025095e-35 -0.066724999999999993 0.086410000000000015 -0.079029999999999975 0.039965000000000007 -0.14884499999999998 0.077915000000000012 0.10402500000000002 -0.0048549999999999991 -0.031624999999999993 -0.068024999999999988 -0.018369999999999997 -0.010264999999999998 0.10254000000000001 -0.11167499999999998 -0.084784999999999985 -0.078454999999999983 -0.077384999999999995 0.084185000000000024 -0.073079999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 24 -1 8 6 7 -4 21 11 -11 15 13 -8 -15 -10 20 -18 -17 -3 -12 23 -23 -5 -2
right_child=1 19 5 4 -6 -7 12 -9 9 10 16 -13 -14 14 -16 18 17 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.0003587953610254988 0.00015729878613842665 0.00019399365508749876 0.00057976239069659785 0.0010037158800588009 0.00041709526729566144 0.00026186143420961814 0.00056272593631579717 0.00023906486438821591 0.00086085761383017205 0.0010517307906700135 0.00054710874995678052 0.00039869855049027409 0.00050871272718760595 0.00066013621019497869 0.00094280410407717233 0.00068287947565424229 0.00090804395530153512 0.00075942513637814021 0.00052714054844578092 5.9220767881362246e-06 0.00071237114669862444 0.0006821022057089828 0.00087819796866242192 0.00081753153083742418 0.00031514674406011515
leaf_weight=58 67 74 96 61 62 68 77 74 76 56 53 60 99 85 70 549 92 443 61 66 364 59 86 62 55
leaf_count=58 67 74 96 61 62 68 77 74 76 56 53 60 99 85 70 549 92 443 61 66 364 59 86 62 55
internal_value=0 0.00042109 0.000484962 0.000718213 0.000728199 0.000539835 0.000577494 0.000431666 0.000737721 0.000720552 0.000761213 0.000665562 0.000652284 0.000713398 0.00078802 0.000688851 0.000744087 0.000785048 0.000667363 0.000105583 0.000691451 0.000849957 0.00079865 0.000910153 0.000228749
internal_weight=0 831 691 2142 2084 569 501 170 2022 1754 1008 746 331 232 155 686 952 535 610 140 417 268 145 123 122
internal_count=2973 831 691 2142 2084 569 501 170 2022 1754 1008 746 331 232 155 686 952 535 610 140 417 268 145 123 122
is_linear=0
shrinkage=0.0032998


Tree=8463
num_leaves=37
num_cat=0
split_feature=4 12 150 2 2 15 12 14 16 2 2 16 43 133 16 43 4 43 12 157 2 403 4 4 13 13 4 0 12 4 43 15 43 13 16 43
split_gain=5.32467 1.51236 0.787766 0.339208 0.505394 0.417428 0.286289 0.27286 0.316633 0.265298 0.247814 0.207281 0.205178 0.216438 0.169713 0.407638 0.155781 0.174069 0.192743 0.172792 0.149475 0.145848 0.104976 0.256458 0.0905143 0.0867828 0.0853327 0.142884 0.0811737 0.0792963 0.102845 0.1005 0.0703794 0.0484397 0.0323127 0.0517579
threshold=0.31392000000000003 0.078120000000000009 0.087235000000000021 0.10859000000000001 0.079770000000000021 -1.0000000180025095e-35 0.09253500000000002 -0.42227999999999993 -0.43708999999999992 0.083815000000000014 0.094905000000000017 -0.059289999999999995 0.0034500000000000004 -0.13992499999999999 -0.075274999999999995 -0.015269999999999997 -0.057674999999999997 -0.040494999999999996 0.094860000000000014 -0.059399999999999988 0.11152000000000002 -0.23730999999999999 0.6214050000000001 0.41823000000000005 -0.055229999999999994 0.06211500000000001 -0.096364999999999992 -0.096849999999999978 0.10383500000000001 -0.011744999999999998 -0.078734999999999986 -0.040769999999999994 -0.082949999999999982 -0.019539999999999998 -0.082119999999999985 -0.015269999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 10 9 -2 22 14 -6 -5 21 -14 34 32 17 18 -8 -18 -4 -11 23 -9 -19 -26 -23 -28 -20 31 -31 -21 -16 -32 35 -3
right_child=7 6 20 11 5 -7 16 8 -10 12 -12 -13 13 -15 15 -17 19 24 28 29 -22 26 -24 -25 25 -27 27 -29 -30 30 33 -33 -34 -35 -36 -37
leaf_value=0.00048435216043047269 0.00045453130682072246 0.00090454128150176832 0.00043086109180742445 0.00062149079955172706 0.00078371889776508925 0.00093251562914668546 0.0005093559062545295 0.00022252491912347835 3.2367965904140176e-05 0.00062693837611984486 0.0004907662904968951 0.00033943106980507666 0.00076022072972667246 0.00047321313542032269 0.00091329642917743477 0.001171696082876446 0.00049630996982746563 0.00074759964919605222 0.00083599195003608215 0.00084941053346950532 0.00018371120535677358 0.0009220581345746932 0.0001825499756655772 0.00051498472967480995 0.00099136888058084334 0.00079631964747395962 0.00061187721018060419 0.00079362219684722842 0.00065557140714670706 0.000523723733642915 0.00072761174612527243 0.00065981147989171334 0.00074457589695363358 0.00061488457079088591 0.00071885112024879785 0.0007706487202986009
leaf_weight=102 74 56 54 53 66 95 52 78 68 68 62 63 62 55 56 56 59 94 63 67 54 52 64 57 52 54 53 610 53 53 136 61 60 68 52 91
leaf_count=102 74 56 54 53 66 95 52 78 68 68 62 63 62 55 56 56 59 94 63 67 54 52 64 57 52 54 53 610 53 53 136 61 60 68 52 91
internal_value=0 0.000715166 0.000560843 0.000622778 0.000677697 0.000765975 0.000755823 0.000276749 0.000227344 0.000786989 0.000642095 0.000468607 0.00075606 0.000625604 0.000861924 0.00093898 0.000706995 0.000757887 0.000678391 0.000664735 0.000307612 0.000775509 0.000293793 0.000346269 0.000824486 0.000892337 0.00078959 0.000779147 0.000753862 0.000690454 0.000656012 0.00075933 0.000826331 0.000690209 0.000795146 0.000821895
internal_weight=0 2632 549 441 325 223 2083 341 267 1271 128 116 900 117 371 172 812 368 168 444 108 783 199 135 200 106 715 663 116 385 257 128 116 204 199 147
internal_count=2973 2632 549 441 325 223 2083 341 267 1271 128 116 900 117 371 172 812 368 168 444 108 783 199 135 200 106 715 663 116 385 257 128 116 204 199 147
is_linear=0
shrinkage=0.0032998


Tree=8464
num_leaves=28
num_cat=0
split_feature=1 3 12 15 150 0 12 43 12 41 474 48 49 12 158 1 2 402 43 13 1 2 0 3 133 0 3
split_gain=7.07298 1.48237 1.03135 0.892631 0.721353 0.434702 0.427572 0.398956 0.247535 0.239594 0.238354 0.218092 0.204962 0.193877 0.182811 0.219986 0.150309 0.143875 0.138068 0.112981 0.0951757 0.0801082 0.0787025 0.0736951 0.0656698 0.0822117 0.0544098
threshold=0.10442000000000001 0.28833000000000003 0.056995000000000011 -0.093734999999999985 0.087235000000000021 -0.081024999999999986 0.09253500000000002 -1.0000000180025095e-35 -0.053404999999999987 0.075585000000000013 0.084510000000000016 0.082425000000000012 -0.045154999999999994 0.11619500000000001 0.080045000000000019 0.091280000000000014 1.0000000180025095e-35 0.085200000000000012 -0.12118 -0.084354999999999986 1.0000000180025095e-35 0.12068000000000001 -0.085424999999999987 -0.069909999999999986 -0.021469999999999996 -0.084114999999999981 -0.078884999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 10 -5 9 16 -3 14 11 20 -7 17 15 18 -2 23 -4 -20 -1 -9 -16 24 -8 -26 -14
right_child=1 8 6 5 -6 12 13 21 -10 -11 -12 -13 26 -15 22 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28
leaf_value=0.00076879346349160733 0.000423429731600875 0.00030985125949830743 0.00075405038529337829 0.00047409515568796828 0.00033925131826218776 0.00058973946227302708 0.00097809797693600652 0.00065540410394725971 2.5468366233396776e-05 0.0011362774431928687 0.0005555879041176826 0.00067207583516865424 0.00090213349789569283 0.0006745014892039022 0.00095761965272490315 0.0006917593474293943 0.000208931045875088 0.000694918872867847 0.00087725005381288589 0.00095231108409350197 0.00093816453888441063 0.00046900557797218789 0.0011244343354055923 0.00076727823491620154 0.00074185515068337922 0.00088258070597424987 0.0007676378263378464
leaf_weight=62 61 65 60 85 53 60 67 53 69 57 54 95 59 88 77 54 88 66 397 546 100 52 59 82 57 315 92
leaf_count=62 61 65 60 85 53 60 67 53 69 57 54 95 59 88 77 54 88 66 397 546 100 52 59 82 57 315 92
internal_value=0 0.000475271 0.000857821 0.000551123 0.000696296 0.000674448 0.000888346 0.000407266 0.000163678 0.000924709 0.00075703 0.000799219 0.000754992 0.000820956 0.000914571 0.000899654 0.000296982 0.000842851 0.000910811 0.000920748 0.000873561 0.000563428 0.00103025 0.000861523 0.000879047 0.000861113 0.000820422
internal_weight=0 684 2289 550 364 296 1925 254 134 1250 311 257 211 675 1193 1057 149 587 1003 943 162 105 136 521 439 372 151
internal_count=2973 684 2289 550 364 296 1925 254 134 1250 311 257 211 675 1193 1057 149 587 1003 943 162 105 136 521 439 372 151
is_linear=0
shrinkage=0.0032998


Tree=8465
num_leaves=24
num_cat=0
split_feature=12 15 4 14 1 12 4 15 1 1 133 403 42 12 1446 1455 159 1429 133 42 42 16 42
split_gain=0.326363 0.243518 0.229867 0.121266 0.118488 0.140243 0.14662 0.233734 0.158212 0.135873 0.117825 0.147082 0.110941 0.183853 0.135474 0.105923 0.128197 0.104369 0.0971733 0.0820098 0.078917 0.0667739 0.00497579
threshold=0.078120000000000009 0.021950000000000001 0.40052000000000004 -0.42227999999999993 0.14228000000000005 -0.12305999999999999 -0.46195999999999998 -0.032519999999999993 0.085410000000000014 0.090795000000000015 0.11524500000000001 -0.11175999999999998 0.087120000000000017 0.08598500000000002 0.085520000000000013 0.083760000000000015 0.097810000000000022 0.086095000000000019 0.18829500000000002 0.11517500000000001 -0.032499999999999994 -0.088719999999999979 -0.080904999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 -1 5 -5 -7 8 -8 -9 11 -2 14 -14 17 16 -15 21 -12 20 22 -13 -20
right_child=2 -3 -4 4 -6 6 7 9 -10 -11 18 12 13 15 -16 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0075818712379238217 0.014175427777657318 0.010328467525398182 -0.0038618409324129069 0.0087337891594263129 -0.0076675991624420596 0.0075993880551438256 0.0078322140112927537 -0.014291675085001969 -0.00087337450751448303 -0.0021934188640636461 -0.003281040249511979 0.0026213258729549673 0.017350238667153559 0.0071799090340726882 -0.0031630710251361691 0.01403721088788634 -0.0015976986067137177 0.012313348141509065 0.003781348310864404 0.0082896438099009581 -0.0022058913496291678 0.0059228134517865898 0.0061520490735339616
leaf_weight=65 68 82 70 55 53 61 73 52 310 54 57 233 54 471 53 56 52 61 57 97 70 706 56
leaf_count=65 68 82 70 55 53 61 73 52 310 54 57 233 54 471 53 56 52 61 57 97 70 706 56
internal_value=0 0.00163564 0.00560893 0.000647244 -3.50576e-05 0.000630609 -0.000176443 -0.00115011 0.000781224 -0.00814536 0.00592684 0.00648148 0.0061701 0.00793594 0.00510688 0.00705482 0.00630375 0.00554698 0.00303476 0.0043269 0.00221661 0.00510551 0.00497211
internal_weight=0 805 2161 723 658 605 550 489 383 106 2091 1754 1686 633 1053 579 523 1000 337 280 183 939 113
internal_count=2966 805 2161 723 658 605 550 489 383 106 2091 1754 1686 633 1053 579 523 1000 337 280 183 939 113
is_linear=0
shrinkage=0.16829


Tree=8466
num_leaves=24
num_cat=0
split_feature=1 3 3 4 1 4 15 10 14 3 1 15 150 15 3 4 403 1 49 1429 43 4 16
split_gain=13.6242 1.81313 1.3549 0.863357 0.756643 0.488776 0.454755 0.450548 0.445172 0.345791 0.329304 0.293026 0.278984 0.507009 0.30896 0.255663 0.232018 0.20711 0.150844 0.118642 0.0675508 0.0662137 0.0594429
threshold=0.10921500000000002 -0.066789999999999974 -0.053364999999999996 0.41377500000000006 0.087545000000000026 0.24099500000000004 -0.0025249999999999995 -1.0000000180025095e-35 0.073890000000000011 -0.16270999999999997 1.0000000180025095e-35 -0.035654999999999992 0.094545000000000018 -0.087284999999999988 0.040040000000000006 -0.10701499999999999 -0.15148499999999998 0.12072500000000001 -0.061079999999999988 0.083420000000000008 -0.012509999999999999 -0.072659999999999988 -0.083144999999999983
decision_type=2 2 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 10 8 18 -4 9 -1 11 20 13 14 -9 -11 21 -2 -6 -18 -3 -17 -20
right_child=2 4 7 -5 6 -7 -8 12 -10 15 -12 -13 -14 -15 -16 16 19 -19 22 -21 -22 -23 -24
leaf_value=0.00068525507071941628 0.00074570540377203625 0.00091394299130521787 -5.5401818840033925e-05 0.00014317576643569599 0.00057899411023448733 0.00062786270715883971 0.00073896439190424663 -1.7557903683132423e-06 0.0011645125515463426 0.0006926669890598093 0.00096765693862187901 0.00057423004077027638 1.0242111988812044e-05 0.00052503914545713769 0.00029358904619619913 0.00085027410033431132 0.00091847454049673912 0.00047683649522904886 0.00027993118689936168 0.001013594773253084 0.00074904569290070171 0.00071695887657245271 0.00044077701966707808
leaf_weight=82 82 56 85 53 53 72 82 65 71 60 83 88 56 62 94 149 1223 52 52 171 61 62 52
leaf_count=82 82 56 85 53 53 72 82 65 71 60 83 88 56 62 94 149 1223 52 52 171 61 62 52
internal_value=0 0.000848327 0.000272381 0.000500546 0.000676899 0.000896109 0.000539181 0.00015442 0.000906713 0.000896215 0.000791063 0.000719392 0.000218933 0.000271655 0.000172629 0.000906584 0.000914559 0.000641631 0.000434611 0.000930168 0.000828272 0.000811268 0.000360693
internal_weight=0 2417 549 187 527 1890 239 362 1818 1747 288 205 277 221 159 1665 1605 134 157 1394 117 211 104
internal_count=2966 2417 549 187 527 1890 239 362 1818 1747 288 205 277 221 159 1665 1605 134 157 1394 117 211 104
is_linear=0
shrinkage=0.0032998


Tree=8467
num_leaves=31
num_cat=0
split_feature=1 155 3 1 12 10 12 1 16 12 39 3 12 12 3 1 16 16 16 1 12 16 124 3 402 16 16 16 16 12
split_gain=21.8078 2.58399 1.64278 1.35486 0.987399 0.568701 0.460982 0.441523 0.392274 0.340289 0.289461 0.258787 0.245262 0.189832 0.153459 0.11853 0.108458 0.106196 0.139186 0.0750934 0.136541 0.0729134 0.0702608 0.0798812 0.0671273 0.0251365 0.0121509 0.0117889 0.0539732 0.003084
threshold=0.10509 0.09198000000000002 -0.066789999999999974 0.12448500000000001 0.088325000000000015 -0.010699999999999999 0.091545000000000015 0.088035000000000016 -0.40430999999999989 0.080020000000000022 0.0047850000000000011 -0.10175499999999998 -1.0000000180025095e-35 0.11619500000000001 -0.082094999999999987 0.085960000000000023 0.054560000000000004 -0.15105999999999997 -0.093484999999999985 1.0000000180025095e-35 -0.064689999999999984 -0.022939999999999999 -0.082654999999999992 0.0098450000000000013 0.11288500000000001 0.31497000000000003 -0.047754999999999999 -0.090344999999999995 -0.071129999999999985 0.087825000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 22 -5 9 13 -7 -1 26 -11 -10 19 -6 16 27 -13 29 20 -4 -17 -2 -24 -20 -18 -9 -8 -29 -19
right_child=1 -3 7 5 14 8 15 10 12 11 -12 17 -14 -15 -16 21 25 18 24 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0048028269168957699 0.0043698786299204125 0.0050056981735882768 0.0050155110287212921 0.0037745029204218263 0.0044934235514489836 0.0039678154954378249 0.0048889397376477624 0.0047014212444614293 0.0040990387935089054 0.0052456657484042006 0.0044696626268250026 0.004907179084392004 0.0044071327031142598 0.004707163905427211 0.0047595928392887704 0.0049589485445682077 0.0047366291456944869 0.005253136795477684 0.0050454710518809849 0.0050210088780806017 0.0047854825566801436 0.0051095437059403472 0.0041104843650057107 0.0042816573463556103 0.005191846319999277 0.004880584652877734 0.0048260572884281632 0.0050446590709245093 0.0049086530100741869 0.0051314523052217315
leaf_weight=57 52 52 57 61 54 87 86 57 58 101 58 61 68 60 59 123 53 55 841 90 88 86 72 89 54 67 64 103 100 53
leaf_count=57 52 52 57 61 54 87 86 57 58 101 58 61 68 60 59 123 53 55 841 90 88 86 72 89 54 67 64 103 100 53
internal_value=0 0.00429633 0.00498006 0.00423479 0.00437993 0.00406197 0.0050251 0.00480512 0.00414413 0.00506351 0.00467128 0.00507624 0.00426559 0.00488621 0.00463271 0.00494909 0.00491221 0.00506012 0.00506939 0.00493178 0.00487615 0.00502108 0.00424566 0.00420533 0.00505434 0.0048173 0.00476764 0.0049515 0.00497783 0.00519375
internal_weight=0 652 2314 600 326 274 1840 474 213 1222 179 1165 126 295 113 618 409 1064 1003 235 145 209 213 161 895 120 121 289 203 108
internal_count=2966 652 2314 600 326 274 1840 474 213 1222 179 1165 126 295 113 618 409 1064 1003 235 145 209 213 161 895 120 121 289 203 108
is_linear=0
shrinkage=0.0032998


Tree=8468
num_leaves=28
num_cat=0
split_feature=15 2 123 148 15 2 15 15 11 15 43 43 16 43 2 51 15 16 1212 43 43 1212 48 49 16 15 15
split_gain=5.25375 2.55704 1.04172 0.825024 0.738978 0.624939 0.572281 0.290168 0.442947 0.197538 0.267546 0.370791 0.356433 0.206363 0.160373 0.109997 0.0982264 0.169574 0.0880398 0.0934767 0.128865 0.0751308 0.0717068 0.052357 0.0504597 0.0437325 0.0390268
threshold=-0.26361999999999991 0.10859000000000001 0.081180000000000016 -1.0000000180025095e-35 -0.43091499999999999 0.14132000000000003 -0.080724999999999977 0.025430000000000005 1.0000000180025095e-35 -0.14051999999999998 -0.072074999999999986 -0.12118 -0.029134999999999998 0.0048000000000000013 0.11231500000000001 -0.092104999999999979 0.0047550000000000005 0.42146500000000003 0.08184000000000001 0.049545000000000006 -0.0064299999999999991 0.10831000000000002 0.086185000000000012 0.088365000000000013 -0.0011349999999999999 0.093425000000000022 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 7 -3 14 6 -5 9 18 23 11 -11 13 -12 -1 -13 17 -8 19 20 -9 26 -4 -2 -14 -21 -20
right_child=1 3 22 5 -6 -7 16 8 -10 10 12 15 24 -15 -16 -17 -18 -19 21 25 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00033626406171170244 0.0010712266037227523 0.00026623124381110278 0.0006725281033655694 0.00053504439372483597 4.6534516969602887e-05 0.00043601290965950359 0.00070414611730605973 0.00091135237982989013 0.0012274416409237146 0.00069522559102861423 0.00061514123276204091 0.00083449447531792973 0.00098058196158360388 0.00085792090383782866 0.00055054642562388635 0.0009671894268249902 0.00095325024327185253 0.00090943200242876753 0.0010868811021911167 0.00077150343156700359 0.0010243064934664003 0.00091733424867278561 0.00049640801716127592 0.00093276864346855204 0.00086028241121323119 0.00090688563273150593 0.00096834496064207457
leaf_weight=68 70 57 53 95 68 85 99 425 65 75 123 86 55 57 90 435 63 83 100 61 158 84 53 64 183 56 55
leaf_count=68 70 57 53 95 68 85 99 425 65 75 123 86 55 57 90 435 63 83 100 61 158 84 53 64 183 56 55
internal_value=0 0.000858452 0.000905064 0.00064002 0.000334734 0.000690069 0.000753479 0.000920822 0.000962197 0.000884607 0.000868614 0.000913937 0.000803907 0.000692217 0.000458547 0.000945353 0.000838035 0.000797959 0.000943799 0.000924455 0.000942025 0.00100031 0.0005848 0.00100536 0.000888231 0.000836603 0.00104505
internal_weight=0 2740 2258 482 226 425 340 2152 1004 1148 1014 596 418 180 158 521 245 182 939 700 583 239 106 134 238 117 155
internal_count=2966 2740 2258 482 226 425 340 2152 1004 1148 1014 596 418 180 158 521 245 182 939 700 583 239 106 134 238 117 155
is_linear=0
shrinkage=0.0032998


Tree=8469
num_leaves=24
num_cat=0
split_feature=1212 1212 42 124 9 50 15 50 50 133 16 15 155 15 16 159 159 159 11 43 16 43 42
split_gain=0.223664 0.273668 0.203156 0.194045 0.18413 0.136248 0.12184 0.106911 0.0980771 0.0915991 0.0792308 0.104072 0.0749241 0.0962739 0.144311 0.0755054 0.0675253 0.0829819 0.0770434 0.0991084 0.0493232 0.0457876 0.0349278
threshold=0.058905000000000006 0.087235000000000021 0.073240000000000013 -0.074959999999999985 -1.0000000180025095e-35 -0.096759999999999999 0.021950000000000001 -1.0000000180025095e-35 0.087155000000000024 0.062925000000000009 -0.077879999999999991 0.097415000000000015 0.083290000000000017 -0.0070899999999999991 0.065285000000000024 -0.040394999999999993 0.11035500000000001 0.0043550000000000004 0.079225000000000004 -0.097764999999999977 -0.014854999999999998 -0.008069999999999999 -0.013014999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -6 12 -5 10 21 22 -12 13 15 -15 -7 17 18 19 -9 -19 -3 -8
right_child=1 9 3 7 5 6 8 16 -10 -11 11 -13 -14 14 -16 -17 -18 20 -20 -21 -22 -23 -24
leaf_value=-0.0019239347319308642 0.024053678380772211 0.015103439324094388 0.0012257303734184502 0.0036622532980365545 0.015617266183812015 0.011711329989833479 0.0073329286755022651 0.016334034781789041 0.014280140334014686 0.0051747590007180915 0.016298567089673897 0.0063594895736026977 0.010412747329376706 -0.0034988380187382095 0.0070964477064291587 0.0054177364297144127 0.005971986342189017 0.019086357710817684 0.0045316864318459063 0.010292154943788177 0.011752168517566686 0.0099488077711812999 0.0025318423228940226
leaf_weight=65 53 101 72 67 53 61 139 86 87 64 60 61 85 81 66 515 84 54 59 834 54 101 64
leaf_count=65 53 101 72 67 53 61 139 86 87 64 60 61 85 81 66 515 84 54 59 834 54 101 64
internal_value=0 0.0129834 0.00825463 0.00974724 0.00679083 0.00723757 0.00687176 0.0102414 0.00923775 0.0107709 0.00787823 0.0113028 0.00566604 0.00510551 0.00124601 0.00608736 0.0106163 0.0109735 0.0104794 0.0108589 0.0154359 0.012535 0.00582814
internal_weight=0 319 2647 1310 1337 1272 1219 1238 411 266 324 121 808 723 147 576 1171 1087 979 920 108 202 203
internal_count=2966 319 2647 1310 1337 1272 1219 1238 411 266 324 121 808 723 147 576 1171 1087 979 920 108 202 203
is_linear=0
shrinkage=0.16829


Tree=8470
num_leaves=19
num_cat=0
split_feature=2 15 2 14 2 151 376 15 15 147 2 456 16 2 2 2 16 16
split_gain=5.05417 2.16013 1.01609 0.780631 0.509252 0.494799 0.487931 0.473449 0.354518 0.244204 0.247043 0.275207 0.151594 0.149987 0.0870108 0.0662612 0.0642827 0.0101247
threshold=0.11218000000000002 -0.24211499999999997 0.16730000000000003 0.073890000000000011 0.10043500000000001 -0.051109999999999996 0.048375000000000008 -0.080724999999999977 -0.013439999999999999 0.089245000000000005 -0.054704999999999997 0.084955000000000017 0.51041000000000014 0.10433000000000002 0.12551500000000002 0.10510500000000002 -0.031234999999999999 -0.085134999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 6 -2 9 14 13 10 -3 -12 16 -6 -7 -10 -9 -15
right_child=2 3 -4 -5 8 7 -8 12 15 -11 11 -13 -14 17 -16 -17 -18 -19
leaf_value=0.00038816641979660385 0.0003294191483287975 0.0011246853879012964 0.0001508655153459162 0.0011625870676948372 0.00076829515400890763 0.00056843086886558005 0.00060113580467616341 0.00071989034622324261 0.00077339953737625875 0.00066588074210030123 0.00087995435817065943 0.0010446929427829544 0.00085665226740473926 0.00060016079462777588 0.00040793762821180021 0.00093348231280850958 0.00058046275847631584 0.00052624611267208256
leaf_weight=104 84 52 78 99 61 64 66 85 52 52 1650 121 59 52 94 74 70 58
leaf_count=104 84 52 78 99 61 64 66 85 52 52 1650 121 59 52 94 74 70 58
internal_value=0 0.000854101 0.000499516 0.000874821 0.000862076 0.000559076 0.000881637 0.000610839 0.000734115 0.000891492 0.000897908 0.00089123 0.000712318 0.00063548 0.000473171 0.000867696 0.00065715 0.000561508
internal_weight=0 2441 534 2337 2238 456 1941 372 297 1875 1823 1771 214 171 158 126 155 110
internal_count=2975 2441 534 2337 2238 456 1941 372 297 1875 1823 1771 214 171 158 126 155 110
is_linear=0
shrinkage=0.0032998


Tree=8471
num_leaves=21
num_cat=0
split_feature=1 13 13 49 131 13 2 151 2 480 1 41 13 49 12 4 1 4 43 49
split_gain=0.313097 0.126524 0.153484 0.187071 0.139342 0.0898202 0.0735765 0.0635229 0.103996 0.0990859 0.0928955 0.0852808 0.0930995 0.076219 0.0640268 0.123687 0.0613571 0.0668466 0.0527799 0.0215229
threshold=0.11417500000000001 0.10621000000000001 -0.0042049999999999995 -0.022974999999999999 0.088565000000000019 -0.15462999999999996 -0.021469999999999996 -0.082589999999999983 0.085665000000000005 -0.073629999999999987 0.10398500000000001 0.07677500000000001 -0.089024999999999979 -0.095899999999999985 0.092165000000000011 0.094220000000000012 0.096035000000000023 -0.0090849999999999976 -0.0090499999999999973 -0.0092149999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -5 -1 8 -8 -9 11 12 18 -14 15 -12 17 19 -11 -10
right_child=1 -3 -4 4 -6 -7 7 9 16 10 14 -13 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.013255084468587662 -0.005828108627973741 -0.0028726152559672914 0.011389701559964537 0.0065018622591286619 0.010726062418743633 -0.0019383098402093685 0.016828942260287458 0.00078158130774118404 0.010765242848620963 0.0090485156250883578 -0.0039109288985680613 0.013823959996849126 0.015108103164431799 0.0085725540732150985 0.0091489733317452662 0.0074756764905550841 0.0044357557515492824 0.015330840386747643 0.0034459025401537692 0.0059803981914768262
leaf_weight=93 54 70 81 67 82 76 63 52 53 69 52 85 53 1577 53 56 61 59 160 59
leaf_count=93 54 70 81 67 82 76 63 52 53 69 52 85 53 1577 53 56 61 59 160 59
internal_value=0 0.00365772 0.0049325 0.00305138 0.00519045 0.00200361 0.00857532 0.00839709 0.0107319 0.00807694 0.00825631 0.00857899 0.00833821 0.00878616 0.00434885 0.0019766 0.0090685 0.0107106 0.00514187 0.0082607
internal_weight=0 430 360 279 225 143 2545 2452 295 2157 2105 1944 1859 1630 161 108 232 171 229 112
internal_count=2975 430 360 279 225 143 2545 2452 295 2157 2105 1944 1859 1630 161 108 232 171 229 112
is_linear=0
shrinkage=0.16829


Tree=8472
num_leaves=19
num_cat=0
split_feature=1 9 484 151 16 51 51 457 16 9 403 16 484 15 15 1 52 52
split_gain=0.216669 0.118721 0.114724 0.137763 0.0865397 0.0785628 0.0972043 0.082898 0.107675 0.0756115 0.0584981 0.0567559 0.0394812 0.0380136 0.068669 0.103291 0.0544755 0.0225582
threshold=0.11417500000000001 0.084755000000000011 -0.085799999999999987 0.053170000000000002 -0.50790499999999994 -0.22508999999999998 -0.13579499999999997 0.083995000000000014 -0.0096749999999999978 -1.0000000180025095e-35 -0.54643499999999989 0.035560000000000008 -0.24375999999999998 -0.46188999999999997 -0.15973499999999999 0.13872000000000004 -0.072144999999999987 -0.42058999999999996
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 5 -2 17 -7 10 -9 -6 -8 12 -1 -11 -15 16 -16 -4
right_child=4 -3 3 -5 9 6 7 8 -10 13 -12 -13 -14 14 15 -17 -18 -19
leaf_value=0.009255648853571127 -0.0028697802116306693 0.014434524485072512 0.008485402568480592 0.00041588600458090274 -0.0017903119409677501 -6.7848873081115995e-05 0.0011344390319427348 0.014257063175462764 0.0045966947416432652 0.0090495039134806058 0.0066965649165810735 0.0060735944829210737 0.014925451996032122 -0.00047939356938742008 0.012268470833408689 -0.00063923727450017505 0.0054385623903352659 0.013156774380825541
leaf_weight=63 60 62 58 98 54 59 56 91 52 55 1800 54 85 67 55 52 87 67
leaf_count=63 60 62 58 98 54 59 56 91 52 55 1800 54 85 67 55 52 87 67
internal_value=0 0.00713361 0.00695058 0.00660814 0.00304146 0.0068853 0.00663428 0.00683299 0.0107568 0.00400489 0.00652971 0.0108086 0.0125241 0.0050009 0.00414086 0.00574578 0.0080966 0.0110036
internal_weight=0 2545 2483 2281 430 2183 2058 1999 143 370 1856 202 148 316 261 194 142 125
internal_count=2975 2545 2483 2281 430 2183 2058 1999 143 370 1856 202 148 316 261 194 142 125
is_linear=0
shrinkage=0.16829


Tree=8473
num_leaves=14
num_cat=0
split_feature=40 14 12 3 160 4 160 0 3 2 13 159 13
split_gain=0.24427 0.132269 0.163341 0.146995 0.100826 0.140161 0.119791 0.098756 0.166877 0.139543 0.0808768 0.0612754 0.0360022
threshold=0.053385000000000009 -0.31108499999999994 -0.098524999999999988 0.18595000000000003 0.056295000000000005 -0.017399999999999995 0.10460500000000002 0.10923000000000001 -0.15963499999999997 -0.080104999999999996 -0.086254999999999984 0.085035000000000013 0.091815000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 6 -6 8 -4 -10 -7 -12 -9
right_child=-2 2 3 -5 5 10 -8 12 9 -11 11 -13 -14
leaf_value=-0.00087401335634166601 -0.0040258938965342661 0.014445524710527255 -0.0032939693110805787 -0.0016385380913766846 0.01919639970308501 0.011991968232170688 0.0084839338132923353 0.0073099705745440008 0.013943035936886969 0.005255615151793085 0.0026181281275722106 0.0087318797873395752 0.013567332933630482
leaf_weight=84 75 62 63 75 53 55 69 54 54 2068 138 71 54
leaf_count=84 75 62 63 75 53 55 69 54 54 2068 138 71 54
internal_value=0 0.00568797 0.00588435 0.00569096 0.00589682 0.00842179 0.0131524 0.00547099 0.00522381 0.00547754 0.00622885 0.00470364 0.0104553
internal_weight=0 2900 2816 2754 2679 386 122 2293 2185 2122 264 209 108
internal_count=2975 2900 2816 2754 2679 386 122 2293 2185 2122 264 209 108
is_linear=0
shrinkage=0.16829


Tree=8474
num_leaves=26
num_cat=0
split_feature=1 52 1 12 150 1 0 1 1 12 12 52 16 12 157 157 51 52 0 0 43 52 1 12 43
split_gain=10.3858 2.06337 1.27495 1.03919 0.833166 0.936192 0.515145 0.409573 0.391046 0.271194 0.299336 0.261089 0.338258 0.254412 0.233174 0.223536 0.212422 0.301087 0.142477 0.225743 0.15534 0.130194 0.098852 0.0849253 0.0626188
threshold=0.10398500000000001 -0.41694999999999993 0.13300500000000001 0.088325000000000015 0.082965000000000025 0.085780000000000009 -0.14920999999999998 0.083065000000000014 0.11477000000000001 0.11755500000000001 0.082795000000000021 -0.064364999999999992 -0.4193599999999999 0.088725000000000012 -0.077114999999999975 -0.0094199999999999978 0.080080000000000026 -0.069059999999999996 -0.099704999999999974 -0.081414999999999987 -0.0044999999999999997 0.11422000000000002 0.11338500000000001 0.084450000000000011 -0.31011999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 16 6 23 7 -1 -5 10 18 -4 -13 14 -12 -15 17 -3 -8 -20 -21 -16 -19 -6 -17
right_child=1 2 11 8 5 -7 9 -9 -10 -11 13 12 -14 15 21 24 -18 22 19 20 -22 -23 -24 -25 -26
leaf_value=0.0014238438695744883 0.0010934381553768407 0.00020056583946327181 6.3011635929982552e-05 0.0010429419709597546 0.0011000874973475013 0.00056584195099059994 0.00075885368112436685 0.0010414599827982558 0.0006658066518855602 0.0008113258836038432 0.0012311970777939552 0.00016443177476015161 0.00047136352071343616 0.00083388747978674555 0.0010636528290565114 0.0011171644229100392 0.00062319184035990519 0.00058353506030651156 0.0011335955561100877 0.00072973052750166599 0.00096132513934887669 0.00088657622399015707 0.00040755199139194621 0.00091546876584646135 0.00099712124532891637
leaf_weight=58 63 56 55 53 53 102 61 67 71 82 90 74 84 95 558 56 67 65 52 52 88 52 80 65 776
leaf_count=58 63 56 55 53 53 102 61 67 71 82 90 74 84 95 558 56 67 65 52 52 88 52 80 65 776
internal_value=0 0.0005247 0.000465418 0.000577153 0.000992067 0.000798166 0.00101249 0.00121917 0.000827286 0.000999304 0.00100748 0.000259618 0.000327834 0.00102406 0.00107214 0.000987721 0.000461288 0.000407145 0.000900733 0.000945625 0.000875556 0.00104862 0.000486684 0.000998689 0.00100524
internal_weight=0 668 605 392 2307 220 2087 125 124 1962 1880 213 158 1627 700 927 268 201 253 192 140 610 145 118 832
internal_count=2975 668 605 392 2307 220 2087 125 124 1962 1880 213 158 1627 700 927 268 201 253 192 140 610 145 118 832
is_linear=0
shrinkage=0.0032998


Tree=8475
num_leaves=21
num_cat=0
split_feature=45 484 15 159 52 0 15 1 43 1447 484 484 1 1 1 1212 1213 15 15 43
split_gain=0.309702 0.108084 0.171511 0.149027 0.11902 0.228799 0.220717 0.1515 0.132412 0.10734 0.10259 0.0973006 0.0896944 0.0627674 0.0653573 0.0709417 0.110434 0.0600855 0.044904 0.0264389
threshold=1.0000000180025095e-35 0.087235000000000021 0.043560000000000008 0.12310000000000001 -0.55901999999999985 0.032970000000000006 -0.0044499999999999991 0.14533000000000004 -0.079824999999999993 -0.082844999999999988 0.098800000000000013 0.11837000000000002 0.089175000000000018 0.10651500000000001 0.094165000000000013 -0.0087749999999999981 -0.097649999999999987 -0.023589999999999996 0.087825000000000014 -0.079524999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -7 -4 17 -12 -8 14 15 18 -17 -3 -11 -13
right_child=-2 10 9 -5 5 8 12 -9 -10 13 11 19 -14 -15 -16 16 -18 -19 -20 -21
leaf_value=0.010338752311693388 0.017684034830544135 0.015244289786554862 0.012219976172345205 0.011347883438022914 0.0034420131439393165 -0.010594485621560243 -0.0085183898200804648 0.012578017619813999 3.2936760577646075e-05 0.0053900048854725411 -0.00079826180704318259 0.0052198982544570862 0.00085610536693054846 -0.00012326167563658292 0.010307312879247266 -0.002802894301538854 0.0051670117229357824 0.0076223536531428446 0.011011419535244005 0.01058543723414305
leaf_weight=57 52 60 71 60 1147 53 58 54 88 76 55 55 57 54 82 53 646 60 90 53
leaf_count=57 52 60 71 60 1147 53 58 54 88 76 55 55 57 54 82 53 646 60 90 53
internal_value=0 0.00456881 0.00423298 0.00311239 0.00278483 0.00248807 0.00317913 0.00385429 -0.00394903 0.00587664 0.00770251 0.00493385 -0.00385628 0.00542492 0.00574319 0.00530844 0.00456014 0.0114483 0.00844858 0.00786962
internal_weight=0 2929 2646 1574 1514 1457 1316 1201 141 1072 283 163 115 1001 947 865 699 120 166 108
internal_count=2981 2929 2646 1574 1514 1457 1316 1201 141 1072 283 163 115 1001 947 865 699 120 166 108
is_linear=0
shrinkage=0.16829


Tree=8476
num_leaves=26
num_cat=0
split_feature=4 12 150 15 10 4 51 4 4 4 15 15 12 475 42 4 1210 43 12 51 133 43 157 12 39
split_gain=2.90577 1.40255 0.714736 0.501636 0.430726 0.351112 0.260883 0.287492 0.561895 0.258513 0.206908 0.187604 0.185765 0.159006 0.164643 0.134269 0.115615 0.10309 0.128615 0.0922256 0.0765883 0.0718122 0.0696858 0.0539513 0.0272209
threshold=0.31392000000000003 0.056995000000000011 0.08882000000000001 -0.43091499999999999 -1.0000000180025095e-35 0.032770000000000001 -0.096089999999999981 -0.16236499999999995 -0.0058699999999999994 0.51326500000000019 -0.11367999999999999 -0.26361999999999991 0.12477500000000001 -0.082449999999999982 0.083925000000000013 0.18095500000000003 -0.074724999999999986 0.034420000000000006 0.088930000000000023 -0.43508999999999992 0.006510000000000001 -0.46052499999999996 -0.077834999999999988 0.087765000000000024 0.087880000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 -1 12 -6 -8 -9 -2 -10 -5 13 14 -3 19 23 21 -19 -7 -21 -18 -16 -15 -11
right_child=3 5 -4 11 6 15 7 8 10 24 -12 -13 -14 16 22 -17 17 18 -20 20 -22 -23 -24 -25 -26
leaf_value=0.00029006591869656408 0.00062329597209770133 0.00090263830599140874 0.00021749045706836729 2.4836770841392986e-05 0.00074217944084797416 0.00063120042356959493 0.00073064808608371955 0.00027781722947089603 0.00077418685088139784 0.00039233730230452878 0.00051183545458823867 0.00025771192776698762 0.00051368282936290106 0.00085291801324278689 0.00063437112293504398 0.00067449637633717823 0.00056719316727212921 0.00047614061743702773 0.00065477487740627849 0.00055809865397128038 0.00040653179373583516 0.0006941943397427826 0.00079382701833663298 0.0007126676239332969 0.00028241771840676233
leaf_weight=66 52 79 92 61 85 61 64 92 53 53 90 100 65 62 69 91 54 59 194 70 82 1106 59 69 53
leaf_count=66 52 79 92 61 85 61 64 92 53 53 90 100 65 62 69 91 54 59 194 70 82 1106 59 69 53
internal_value=0 0.000633183 0.000483151 0.000299688 0.000537386 0.000671523 0.000579802 0.000533523 0.000479688 0.000431923 0.000609317 0.000169699 0.000688989 0.000695476 0.000782542 0.000567074 0.000683781 0.000674899 0.000613256 0.000521015 0.000476564 0.000688313 0.000708146 0.000779315 0.00033771
internal_weight=0 2662 542 319 450 2120 384 299 235 158 143 161 1816 1751 207 304 1544 1413 253 213 152 1160 128 131 106
internal_count=2981 2662 542 319 450 2120 384 299 235 158 143 161 1816 1751 207 304 1544 1413 253 213 152 1160 128 131 106
is_linear=0
shrinkage=0.0032998


Tree=8477
num_leaves=35
num_cat=0
split_feature=12 12 15 48 147 12 43 12 43 15 15 51 52 15 12 47 52 15 15 43 11 52 15 15 12 52 47 483 475 13 43 13 12 43
split_gain=8.04902 1.67084 1.44922 1.04227 0.93504 0.561789 0.543523 0.454329 0.340756 0.338951 0.329776 0.318586 0.236683 0.221968 0.221117 0.191766 0.199801 0.175848 0.282701 0.147635 0.14554 0.175507 0.133018 0.124534 0.189014 0.122132 0.190449 0.111932 0.0985398 0.0948443 0.080564 0.0604544 0.0533063 0.0397606
threshold=0.056995000000000011 0.10134500000000002 -0.26361999999999991 0.091125000000000025 0.088035000000000016 0.14472000000000004 -0.073404999999999984 -1.0000000180025095e-35 -0.092609999999999984 -0.14151499999999997 -0.46483499999999994 0.097385000000000013 -0.092084999999999986 -0.097794999999999979 0.087805000000000008 0.080075000000000021 0.11330000000000001 -0.035654999999999992 -0.074124999999999983 0.0034500000000000004 1.0000000180025095e-35 -0.020789999999999996 -0.039149999999999997 0.091490000000000016 0.089585000000000012 -0.049669999999999999 0.082465000000000024 0.08740500000000001 -0.085684999999999997 -0.0065549999999999992 -0.080384999999999984 -0.080314999999999984 0.10888000000000002 -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=2 14 7 4 6 9 8 10 -4 -3 -1 29 -8 -14 15 16 19 18 25 27 21 -19 32 24 -23 -16 -27 28 -2 -5 -20 -25 -11 -24
right_child=1 5 3 11 -6 -7 12 -9 -10 22 -12 -13 13 -15 17 -17 -18 20 30 -21 -22 23 33 31 -26 26 -28 -29 -30 -31 -32 -33 -34 -35
leaf_value=0.0002599293719956932 0.0011259989324831183 0.0004810919928795756 0.00071922887398709898 0.00033981445487153738 0.00031524772213549344 0.00039279678409329149 0.00097662672706710159 0.00048122403415757557 0.00037924969541179343 0.00061093622775708269 -7.0693804721913179e-05 0.00013670717263561703 0.00091722393621156985 0.00065369170737989573 0.00097322583133748614 0.0011288861008922459 0.00073802399309625657 0.00071258320496836989 0.00058173784645044156 0.0008104159173570486 0.001060876128409689 0.00085986516452004962 0.00088820948690449084 0.0009479095894343179 0.001027526525431413 0.00073357810456747136 0.00096486236629170533 0.00082186596962595968 0.00096969344130802537 0.00054209081835445588 0.00076260700020180049 0.00082147171063505161 0.00075840247684074347 0.00077188949626367652
leaf_weight=79 52 52 62 52 79 67 67 54 68 55 56 59 53 108 98 63 53 55 52 74 65 132 88 60 177 103 65 53 464 52 62 179 61 62
leaf_count=79 52 52 62 52 79 67 67 54 68 55 56 59 53 108 98 63 53 55 52 74 65 132 88 60 177 103 65 53 464 52 62 179 61 62
internal_value=0 0.000866274 0.000477484 0.000556897 0.000640978 0.000668556 0.000712759 0.000225194 0.000541665 0.000726545 0.000122521 0.000331259 0.000810158 0.000740663 0.00090838 0.000951819 0.000935741 0.000876886 0.000819273 0.000951983 0.000909607 0.000893243 0.000774396 0.00091131 0.000956018 0.000878651 0.000823273 0.000970332 0.000985513 0.000441291 0.000680414 0.000853361 0.000688787 0.000840365
internal_weight=0 2192 789 600 437 385 358 189 130 318 135 163 228 161 1807 759 696 1048 380 643 668 603 266 548 309 266 168 569 516 104 114 239 116 150
internal_count=2981 2192 789 600 437 385 358 189 130 318 135 163 228 161 1807 759 696 1048 380 643 668 603 266 548 309 266 168 569 516 104 114 239 116 150
is_linear=0
shrinkage=0.0032998


Tree=8478
num_leaves=26
num_cat=0
split_feature=1 52 124 2 2 124 0 1 11 2 49 2 2 151 158 52 1 159 52 49 42 52 16 43 52
split_gain=10.4128 1.68486 1.20968 0.972161 0.840061 1.46305 0.72361 0.551194 0.41144 0.409434 0.405179 0.363765 0.357698 0.182492 0.202453 0.15553 0.209123 0.141969 0.139791 0.16613 0.119191 0.117065 0.0868489 0.0831871 0.0450328
threshold=0.10661000000000002 -0.40011499999999994 -0.048219999999999992 0.091235000000000024 1.0000000180025095e-35 -1.0000000180025095e-35 -0.055084999999999988 0.094165000000000013 1.0000000180025095e-35 -0.0098549999999999974 -0.042254999999999994 0.12665000000000001 0.25063000000000007 -0.093409999999999979 0.08673500000000002 -0.065394999999999995 0.13535500000000003 0.080875000000000016 0.023800000000000005 0.091380000000000003 0.0069650000000000016 0.40565000000000007 -0.39761999999999992 0.094900000000000012 -0.0014699999999999997
decision_type=2 2 2 2 2 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 9 5 -3 -7 -1 10 -4 -5 18 15 -11 17 -6 22 21 19 -12 -19 -15 -17 -20 -16
right_child=1 4 3 8 12 6 -8 -9 -10 13 11 -13 -14 14 24 16 -18 20 23 -21 -22 -23 -24 -25 -26
leaf_value=0.0010418317818374435 0.0012015552407666334 0.0003477730104766134 0.00092604706606706311 0.00082060779850354041 0.0004223486755956446 0.0011320045248991164 0.00064291608913878944 0.00057179100299488438 0.0012926851167609891 0.0013584099303503836 0.0011006998399000672 0.00080517737807215867 0.00025377730061563753 0.0012099600107739479 0.0012679193184836617 0.00058279943897891003 0.00075001454655982303 0.0011776142302601996 0.0011667939685847783 0.00093552194645914373 0.0009558214678263299 0.0010767502909926471 0.00041117225250037213 0.0010201857406648967 0.0014033965186452326
leaf_weight=52 55 64 58 88 85 89 53 58 74 90 168 56 56 993 72 93 64 59 235 117 53 83 52 57 57
leaf_count=52 55 64 58 88 85 89 53 58 74 90 168 56 56 993 72 93 64 59 235 117 53 83 52 57 57
internal_value=0 0.000649986 0.00113326 0.00114975 0.000595361 0.000762868 0.000949706 0.000794312 0.00105647 0.00120034 0.00103218 0.00106154 0.000496669 0.00121162 0.00120156 0.000542815 0.00059164 0.0011878 0.00108635 0.00103301 0.00107297 0.00119972 0.000521493 0.0011383 0.00132805
internal_weight=0 611 2370 2260 556 206 142 110 795 1465 721 633 350 1407 1317 294 209 1188 577 285 112 1076 145 292 129
internal_count=2981 611 2370 2260 556 206 142 110 795 1465 721 633 350 1407 1317 294 209 1188 577 285 112 1076 145 292 129
is_linear=0
shrinkage=0.0032998


Tree=8479
num_leaves=31
num_cat=0
split_feature=1 3 2 2 2 34 2 150 15 150 3 52 52 3 52 15 43 2 160 15 52 43 0 1455 0 150 15 52 3 2
split_gain=6.91838 2.48787 1.02131 0.688249 0.591472 0.497222 0.428046 0.366005 0.303224 0.271981 0.243273 0.223194 0.310626 0.164981 0.145202 0.145124 0.134182 0.176671 0.122579 0.158044 0.105413 0.0937753 0.0937215 0.0744378 0.0602563 0.136658 0.123025 0.0501837 0.0256144 0.0107278
threshold=0.10398500000000001 -0.06656999999999999 0.14808000000000002 0.092320000000000013 0.11426500000000002 -0.027829999999999997 -0.013084999999999998 0.085075000000000026 -0.093399999999999997 0.083680000000000018 -0.13827999999999999 0.042815000000000006 -0.016329999999999997 -0.12077499999999998 0.31393500000000002 -0.45371999999999996 0.0015200000000000003 0.087815000000000018 0.065425000000000025 -0.044884999999999994 0.15638000000000005 0.066620000000000026 -0.088444999999999982 0.084775000000000017 -0.087874999999999995 0.082965000000000025 -0.12776499999999999 0.49613000000000007 -0.069414999999999991 0.097375000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 6 13 -3 -1 8 15 10 -5 12 18 -2 16 -7 23 21 19 -12 28 -18 -14 24 26 -26 -8 -22 29 -13
right_child=1 2 -4 9 -6 7 14 -9 -10 -11 11 20 22 -15 -16 -17 17 -19 -20 -21 27 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00074489322306138485 0.0011132889282664763 0.00026357492016277316 0.00013233330543408693 0.0010826388873839696 0.00060048797733641658 0.00066572828639724574 0.0011329940547762075 0.00038053195890374344 0.00079717156908263936 0.00065189400175998525 0.000914086890330984 0.00098406787489896787 0.00056329626022198558 0.00088665945530400775 0.00088384979392049535 0.00042982224314004603 0.00092438611865639485 0.00080061278643279857 0.00098994960655659939 0.00068453569492625804 0.00080554208927144768 0.0010806291372577994 0.00076128426470263707 0.00091042981002005335 0.0010393430306666436 0.0011842454977916187 0.00096961276734873979 0.00094349886108403987 0.00093491502832325241 0.001068965123412934
leaf_weight=72 60 69 97 67 66 54 65 76 88 57 85 52 53 92 101 63 92 69 78 56 76 87 56 57 652 84 282 55 67 53
leaf_count=72 60 69 97 67 66 54 65 76 88 57 85 52 53 92 101 63 92 69 78 56 76 87 56 57 652 84 282 55 67 53
internal_value=0 0.000573544 0.000432436 0.000955548 0.000862719 0.000515506 0.00099527 0.000577243 0.000649998 0.000873372 0.000891408 0.000871047 0.000810595 0.00097635 0.00100735 0.000539003 0.00101632 0.000945044 0.00088273 0.000823167 0.000936371 0.00100052 0.000665338 0.00103179 0.00103814 0.00105593 0.00100032 0.000863732 0.000991491 0.00102726
internal_weight=0 665 447 2316 218 350 1561 281 205 755 698 631 328 152 1489 117 1388 248 219 141 303 179 109 1140 1083 736 347 131 172 105
internal_count=2981 665 447 2316 218 350 1561 281 205 755 698 631 328 152 1489 117 1388 248 219 141 303 179 109 1140 1083 736 347 131 172 105
is_linear=0
shrinkage=0.0032998


Tree=8480
num_leaves=27
num_cat=0
split_feature=1 3 9 1455 160 13 3 42 3 12 4 1 1 3 402 43 484 51 3 9 2 43 12 12 13 2
split_gain=0.213787 0.194385 0.224137 0.194295 0.164762 0.123253 0.1726 0.122853 0.133427 0.122492 0.139053 0.14441 0.100281 0.0970193 0.0936939 0.0846368 0.0810205 0.079549 0.0745456 0.0723079 0.113456 0.0616497 0.0548649 0.0512748 0.0464575 0.0316582
threshold=0.090650000000000022 -0.14884499999999998 0.083710000000000021 0.079520000000000021 -0.00015999999999999996 -0.080624999999999988 -0.11749 0.11128500000000001 -0.088734999999999994 -0.0066799999999999993 -0.078704999999999983 0.085410000000000014 0.10921500000000002 -0.083414999999999975 -0.013669999999999998 -0.082204999999999986 -0.081534999999999982 -0.097504999999999981 -0.085824999999999985 -0.079919999999999977 0.14253500000000002 -0.086539999999999992 0.092395000000000019 0.088795000000000013 0.053700000000000005 0.087100000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 7 5 -5 14 -7 8 -3 -8 13 24 -2 22 -1 21 -17 -10 -18 -19 -21 25 -11 -20 -12 -16
right_child=1 2 -4 4 -6 6 9 -9 17 10 11 -13 -14 -15 15 16 18 19 23 20 -22 -23 -24 -25 -26 -27
leaf_value=0.016212962074786046 0.0068353337012897761 -0.0030560093768433401 -0.0061344653860915315 0.006313728843834113 -0.004909221135663641 0.00010570064062067168 0.015101593640786608 -0.0012664283695304154 0.0012396089101771124 0.0069473446495507572 0.0070390041459671799 -0.0029441375790755105 0.016290517617024627 0.014335820869270778 0.0065963040108991964 0.0020945294865381569 0.014617551764572011 0.012268952666134619 0.0062143986292323749 0.0068479377777510408 -0.00021906983033028086 0.015629926675011899 0.012662276192576713 0.010918487066010662 0.0023477016075628388 0.012050377317305152
leaf_weight=61 82 52 61 94 61 95 59 95 96 252 364 54 53 91 56 60 54 56 202 469 74 83 60 100 73 71
leaf_count=61 82 52 61 94 61 95 59 95 96 252 364 54 53 91 56 60 54 56 202 469 74 83 60 100 73 71
internal_value=0 0.00459731 0.00370378 0.00760924 0.00188536 0.00811956 0.00696531 0.00441866 0.00514407 0.00764722 0.00715326 0.00524358 0.0105607 0.00947548 0.00987773 0.00925752 0.00785473 0.00576019 0.0088205 0.00648169 0.00588154 0.0120278 0.00805213 0.00777799 0.00625944 0.00965958
internal_weight=0 1038 903 1890 155 1735 1048 842 747 953 894 491 135 403 687 626 416 695 356 599 543 210 312 302 437 127
internal_count=2928 1038 903 1890 155 1735 1048 842 747 953 894 491 135 403 687 626 416 695 356 599 543 210 312 302 437 127
is_linear=0
shrinkage=0.16829


Tree=8481
num_leaves=30
num_cat=0
split_feature=1 12 1 14 12 12 4 0 0 16 49 1455 4 0 4 4 12 16 131 12 481 4 4 133 4 49 0 12 0
split_gain=6.30356 1.42247 1.19412 0.560641 0.583714 0.401456 0.395548 0.352801 0.256144 0.203354 0.253682 0.201259 0.185102 0.168486 0.143615 0.205552 0.139429 0.0973311 0.0859874 0.0850322 0.126292 0.113682 0.10758 0.0842327 0.0833602 0.141965 0.0607945 0.0573928 0.0424584
threshold=0.10123500000000001 0.085075000000000026 0.13205500000000003 0.064610000000000015 0.056995000000000011 0.092855000000000007 -0.14595999999999995 -0.10185499999999999 -0.036459999999999992 0.15273500000000004 0.047620000000000003 0.083055000000000018 -0.0026499999999999996 -0.087984999999999994 0.50944500000000004 0.094220000000000012 0.098785000000000012 -0.069694999999999993 0.08956500000000002 0.084065000000000015 -0.085424999999999987 0.008570000000000003 -0.015539999999999998 0.031880000000000012 0.41823000000000005 -0.052284999999999991 -0.078244999999999995 0.10253500000000002 -0.071749999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 16 4 9 11 -2 24 12 10 13 19 26 17 15 -9 18 -1 -3 22 -21 -22 -6 -14 25 -8 27 -7 -28
right_child=1 2 -4 -5 5 8 7 14 -10 -11 -12 -13 23 -15 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 28 -29 -30
leaf_value=0.00051478571964914195 0.00059996261969799572 0.00090901288949212899 0.00020112369280312977 0.0010568907164404586 0.00085647683721973647 0.00095139131901229921 0.00048806076784247744 0.00013725026076926797 0.00052598441098241245 0.00080645079571947447 0.00079723834107768153 0.000696687664619703 0.00060039816628398835 0.00039083332211214603 9.5740080651434019e-05 0.00041871184960974117 0.00065780780010122393 0.00071981592701655483 0.00072507020943310657 0.00069506563552187224 0.00087716114106891892 0.0007576440055103781 0.0010442609592124185 0.00074877609837412974 0.00050126814256146591 0.00026769566344723945 0.00074325007933288508 0.00079728977779930583 0.00083523857980064237
leaf_weight=52 56 66 54 96 75 61 53 57 52 79 58 84 80 55 81 57 101 53 53 53 837 102 66 97 63 83 141 55 108
leaf_count=52 56 66 54 96 75 61 53 57 52 79 58 84 80 55 81 57 101 53 53 53 837 102 66 97 63 83 141 55 108
internal_value=0 0.000454121 0.00064171 0.00080914 0.000797841 0.000820159 0.000339822 0.000302758 0.000749353 0.000661634 0.000608993 0.000854689 0.000770718 0.000540534 0.000202642 0.00027829 0.000749694 0.000618613 0.000827385 0.000866372 0.000855214 0.000864216 0.000944626 0.000681912 0.000400685 0.000353832 0.000813686 0.00087863 0.00078329
internal_weight=0 724 274 2204 2108 1811 450 394 594 297 218 1217 542 160 195 114 220 105 119 1133 992 939 141 177 199 136 365 116 249
internal_count=2928 724 274 2204 2108 1811 450 394 594 297 218 1217 542 160 195 114 220 105 119 1133 992 939 141 177 199 136 365 116 249
is_linear=0
shrinkage=0.0032998


Tree=8482
num_leaves=31
num_cat=0
split_feature=1 2 16 14 2 9 2 0 0 2 1 0 16 14 42 16 1 42 1 15 42 484 2 156 16 51 2 43 42 43
split_gain=7.05669 1.23026 0.96248 0.707747 0.691504 0.453844 0.431801 0.369014 0.771039 0.404855 0.286894 0.480977 0.441225 0.206053 0.192796 0.229888 0.189024 0.169337 0.144569 0.188534 0.135335 0.134791 0.11569 0.114842 0.122941 0.0830434 0.08301 0.0537818 0.030205 0.0283201
threshold=0.10398500000000001 0.12026500000000001 0.14976500000000001 0.064610000000000015 0.092155000000000015 -1.0000000180025095e-35 -0.080104999999999996 -0.12851999999999997 -0.075319999999999984 0.11218000000000002 0.088470000000000007 0.051660000000000005 0.065285000000000024 -1.0000000180025095e-35 0.084050000000000014 0.0054050000000000009 0.091725000000000015 0.090175000000000019 0.08413000000000001 0.086195000000000008 -0.019039999999999998 -0.081534999999999982 0.13775000000000001 0.083125000000000018 -0.38959499999999997 0.077730000000000007 0.082925000000000013 -0.011209999999999999 -0.09361499999999999 -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 2 2 2
left_child=3 2 5 4 6 -2 -1 9 -9 -7 11 23 -12 -3 18 16 21 -17 20 26 28 -16 -15 24 -6 -26 -20 -22 -8 -4
right_child=1 13 29 -5 10 7 14 8 -10 -11 12 -13 -14 22 15 17 -18 -19 19 -21 27 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00065523145874301269 0.00028047757949749356 0.00047095921656799923 0.00082299529064456937 0.0011911785958781266 0.0010055233022244067 0.00024216093693183585 0.0010183571776282135 0.0010235048488224862 0.00051370412202522979 0.00065540164564330424 0.00048205953331040779 0.00054240179398793201 0.00088905576319624137 0.00039039385593575527 0.00085374798711765007 0.00064902090128463638 0.00079769527685135864 0.00090027674902181981 0.0009161449752619719 0.0010393562123283077 0.0010381849820915296 0.00099473628086324604 0.00019806323618182378 0.0010072613550517677 0.00081653807515895708 0.00093670061220186695 0.00072643864096831427 0.0011461878096189716 0.00093864306595597957 0.00093568427735850888
leaf_weight=55 62 79 53 97 57 52 110 53 84 52 64 52 54 52 95 56 85 65 55 80 128 414 103 67 358 82 52 102 145 65
leaf_count=55 62 79 53 97 57 52 110 53 84 52 64 52 54 52 95 56 85 65 55 80 128 414 103 67 358 82 52 102 145 65
internal_value=0 0.000525377 0.000632089 0.000914259 0.000901898 0.000533336 0.000944027 0.00059824 0.000711183 0.00044912 0.000819085 0.000847853 0.000668611 0.000333236 0.000955454 0.000917112 0.00094411 0.000784284 0.000996196 0.00091648 0.00102686 0.000968491 0.000262814 0.000875952 0.00085818 0.000839012 0.000824281 0.00108624 0.000973168 0.000885368
internal_weight=0 655 421 2273 2176 303 1442 241 137 104 734 616 118 234 1387 715 594 121 672 187 485 509 155 564 497 440 107 230 255 118
internal_count=2928 655 421 2273 2176 303 1442 241 137 104 734 616 118 234 1387 715 594 121 672 187 485 509 155 564 497 440 107 230 255 118
is_linear=0
shrinkage=0.0032998


Tree=8483
num_leaves=25
num_cat=0
split_feature=3 49 148 15 1186 52 1456 52 133 4 49 133 42 34 3 4 4 4 3 4 3 13 52 4
split_gain=0.210162 0.128088 0.127212 0.110249 0.122712 0.095549 0.097475 0.0963385 0.111624 0.161215 0.087663 0.0823671 0.0954104 0.0802603 0.0779654 0.217176 0.0773916 0.0975143 0.136378 0.201542 0.0793551 0.0615873 0.0544671 0.038518
threshold=-0.073614999999999986 0.15038000000000004 -0.065214999999999981 0.11598000000000001 0.084100000000000022 0.088115000000000013 -0.087734999999999994 0.40431 0.041800000000000011 -0.082199999999999981 0.0052300000000000011 0.09117500000000002 0.084050000000000014 -0.010739999999999998 -0.14884499999999998 -0.088484999999999994 0.51544000000000012 0.27258000000000004 -1.0000000180025095e-35 0.018150000000000003 -0.026279999999999998 0.076825000000000018 0.10611000000000001 -0.069999999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1 8 9 -7 14 12 -12 -4 21 -16 17 18 20 -20 -15 -8 -10 -11
right_child=1 -3 13 -5 -6 7 10 -9 22 23 11 -13 -14 16 15 -17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.00044135963780806775 -0.0022266988815529192 -0.0034685453102097255 0.0010194273879918761 0.0004901185129129749 0.00046499861581122368 0.022132349154285906 0.014591005793422939 0.0056614086216814742 0.011284059484380344 0.0088868407978911941 0.016511486025976223 0.0057347140467991246 0.0086080826226397206 0.0058494888406714586 -0.0023684376235130976 0.0071406519066509223 0.012317716544515977 0.00053841097232907578 0.0066163844076419405 0.017292174307008863 0.00054150362478014758 0.007699559510827474 0.0046057865710928412 0.014834852840221404
leaf_weight=56 64 53 101 61 63 54 62 101 72 83 86 74 90 284 74 805 53 94 203 67 112 95 69 52
leaf_count=56 64 53 101 61 63 54 62 101 72 83 86 74 90 284 74 805 53 94 203 67 112 95 69 52
internal_value=0 0.00456922 0.00500664 0.00756016 0.00779408 0.00805349 0.00734862 0.0102441 0.0116412 0.0143268 0.007648 0.0104907 0.0124802 0.00551509 0.00696029 0.00633807 0.00607139 0.00563342 0.00634984 0.00927222 0.00435278 0.0104325 0.00802871 0.0111912
internal_weight=0 1031 978 1897 1836 1773 1342 431 330 189 1286 250 176 914 1036 879 813 760 666 270 396 157 141 135
internal_count=2928 1031 978 1897 1836 1773 1342 431 330 189 1286 250 176 914 1036 879 813 760 666 270 396 157 141 135
is_linear=0
shrinkage=0.16829


Tree=8484
num_leaves=31
num_cat=0
split_feature=1 52 14 2 1 2 2 16 52 52 1 52 16 2 15 4 1 2 474 52 15 4 2 52 52 0 16 16 16 0
split_gain=7.95906 1.59046 1.42906 0.949602 0.8325 0.650002 0.528923 0.538779 0.289533 0.64417 0.353226 0.189082 0.424695 0.185402 0.182492 0.155257 0.143395 0.330318 0.141425 0.119218 0.104449 0.10432 0.0982099 0.085481 0.0747569 0.0818185 0.0700769 0.0567453 0.0473929 0.0290962
threshold=0.10575500000000002 -0.24841999999999997 0.073890000000000011 -1.0000000180025095e-35 0.12448500000000001 0.092385000000000009 1.0000000180025095e-35 -0.031234999999999999 0.024870000000000003 -0.092084999999999986 0.08346000000000002 -0.065394999999999995 -0.27157999999999993 0.11585500000000001 -0.076194999999999999 0.51367000000000018 0.077690000000000023 0.082925000000000013 0.088085000000000011 0.14873500000000003 0.090165000000000009 -0.47860499999999995 0.11702000000000001 0.49613000000000007 0.13759500000000005 -0.097774999999999987 -0.06859999999999998 -0.057034999999999995 -0.024304999999999997 -0.076204999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 16 7 -3 9 14 27 -6 15 19 -7 -13 18 20 24 26 28 -16 -8 -21 25 -5 -10 -11 -18 -22
right_child=1 4 -4 5 11 8 22 -9 13 10 -12 12 -14 -15 21 -17 17 -19 -20 23 29 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00055297534329369277 0.0009179000349647038 0.00091364802929737581 0.0013020068434445623 0.0011222923986122289 0.00010604623629242284 0.0010408409871728143 0.00033582017704500997 0.00046260588176244956 0.0010626285237205484 0.00079492537081219674 0.00042066711843576196 8.5296897888316654e-05 0.00052037644978692799 0.00072733359966907257 0.00094408811828141487 0.00032470723919587327 0.00095826603276391229 0.00071423917763851965 0.00080536721646188561 0.00078346274930859528 0.00091946224096696829 0.00076773347931090351 0.0004981610479359368 0.00096112081547347497 0.00086771138941248898 0.00098420278136042557 0.00090419700515105691 0.00064752787147836328 0.0010720652708144031 0.00082189405569457871
leaf_weight=86 82 66 98 54 52 63 75 52 92 67 62 59 78 56 59 60 144 85 53 70 98 110 94 57 60 754 52 57 66 67
leaf_count=86 82 66 98 54 52 63 75 52 92 67 62 59 78 56 59 60 144 85 53 70 98 110 94 57 60 754 52 57 66 67
internal_value=0 0.000489544 0.000911288 0.000893962 0.000423946 0.000907739 0.000545211 0.000715182 0.000828812 0.000770697 0.000625381 0.000284034 0.000330836 0.000902991 0.000887049 0.000206304 0.000950292 0.000901678 0.000974534 0.000939159 0.000944071 0.00082951 0.000426325 0.000863476 0.000984822 0.000993475 0.00100566 0.000727454 0.000994199 0.000880057
internal_weight=0 618 2310 2212 536 2126 287 118 745 418 186 249 197 327 232 119 1381 460 921 271 375 169 169 127 868 808 144 124 210 165
internal_count=2928 618 2310 2212 536 2126 287 118 745 418 186 249 197 327 232 119 1381 460 921 271 375 169 169 127 868 808 144 124 210 165
is_linear=0
shrinkage=0.0032998


Tree=8485
num_leaves=19
num_cat=0
split_feature=4 2 12 3 2 150 2 2 43 11 11 12 4 4 13 159 4 16
split_gain=13.4194 5.19775 2.31937 1.09433 0.764571 0.809188 0.469777 0.45861 0.454913 0.41901 0.299647 0.250581 0.265933 0.248216 0.196048 0.191071 0.16321 0.140685
threshold=0.31392000000000003 0.13084500000000002 -0.041014999999999989 0.11391500000000002 0.088615000000000013 0.082085000000000019 0.11504500000000002 0.153865 -0.065749999999999989 1.0000000180025095e-35 1.0000000180025095e-35 0.10082000000000001 -0.092854999999999979 -0.013634999999999998 -0.011954999999999999 0.096205000000000027 0.48395000000000005 -0.45743999999999996
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 10 9 17 -3 14 13 11 12 -4 -6 -1 16 -8 -2
right_child=6 7 3 -5 5 -7 15 -9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.001058455150886485 0.00083548376779389816 0.00084106250401587727 0.0012297933734152318 0.00095617379260140459 0.0013724962440907424 0.00099359177512078141 0.00029228911540772943 0.0004489249268400271 0.0012479023612666316 0.0015515825944511605 0.0016742523889396912 0.0012667429148889582 0.0014558182731285753 0.0012513138711600495 0.00079744868638202996 0.00064616815192125501 0.00053271545277911022 0.00061784043110527554
leaf_weight=52 79 86 62 66 441 78 62 53 58 98 59 98 1093 335 85 57 63 58
leaf_count=52 79 86 62 66 441 78 62 53 58 98 59 98 1093 335 85 57 63 58
internal_value=0 0.00131355 0.00134776 0.00137673 0.00138898 0.00131735 0.000597158 0.000691796 0.00100139 0.00134621 0.00144092 0.0014299 0.00144372 0.00132023 0.000896774 0.000486731 0.000413746 0.0007436
internal_weight=0 2664 2525 2330 2264 952 319 139 195 874 1312 1253 1155 776 137 182 125 137
internal_count=2983 2664 2525 2330 2264 952 319 139 195 874 1312 1253 1155 776 137 182 125 137
is_linear=0
shrinkage=0.0032998


Tree=8486
num_leaves=16
num_cat=0
split_feature=106 0 52 52 14 148 49 9 0 15 15 15 457 474 0
split_gain=0.164272 0.150768 0.092889 0.150981 0.150371 0.171736 0.153162 0.195426 0.120285 0.105104 0.0983289 0.0817959 0.0589001 0.0396153 0.0438358
threshold=0.085650000000000018 0.15312500000000004 -0.046194999999999993 -0.082894999999999983 0.073890000000000011 -1.0000000180025095e-35 -0.14757499999999998 1.0000000180025095e-35 -0.19166999999999998 -0.096164999999999987 -0.083859999999999976 -0.097794999999999979 -0.084874999999999992 -0.072334999999999983 -0.05937499999999999
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 -8 -1 11 -5 -11 -14 -15
right_child=-2 -3 4 10 -6 6 7 -9 -10 12 -12 -13 13 14 -16
leaf_value=0.012495599536844697 -0.0019341291858765615 -0.0019047361973204711 -0.00069052586825656148 0.0028222424513371313 0.016149458311829443 -0.0012241935273240008 0.00061799426861244866 0.017007602271726114 0.0078672036609270229 0.011385775076678309 0.0065266579732233716 -0.0056782663119876254 0.0014840123896993275 0.0047894440040999308 0.0082003765062039283
leaf_weight=79 62 55 72 65 57 53 68 65 1673 52 69 63 65 321 164
leaf_count=79 62 55 72 65 57 53 68 65 1673 52 69 63 65 321 164
internal_value=0 0.00679743 0.00696505 0.00551593 0.00760416 0.00735098 0.0076634 0.00792522 0.0075851 0.00670357 0.00140129 -0.00134757 0.00594051 0.00542241 0.00594654
internal_weight=0 2921 2866 878 1988 1931 1859 1806 1741 681 197 128 602 550 485
internal_count=2983 2921 2866 878 1988 1931 1859 1806 1741 681 197 128 602 550 485
is_linear=0
shrinkage=0.16829


Tree=8487
num_leaves=23
num_cat=0
split_feature=2 106 15 15 2 15 41 394 2 15 52 12 2 12 15 15 52 15 15 1211 2 49
split_gain=0.239175 0.135256 0.118947 0.155395 0.150928 0.110922 0.111018 0.0972568 0.0899104 0.0897431 0.0792068 0.0690242 0.0664801 0.0644479 0.0531406 0.166756 0.0972634 0.0668529 0.0510542 0.0354106 0.0270031 0.0210059
threshold=0.12750000000000003 0.085275000000000004 -0.13783499999999996 -0.42075999999999997 0.084855000000000014 0.083185000000000023 0.079395000000000007 -0.080454999999999985 0.11366500000000002 -0.10192499999999999 -1.0000000180025095e-35 0.091945000000000013 0.14744000000000002 0.081320000000000017 0.087670000000000012 0.088645000000000015 0.085635000000000003 0.084845000000000018 0.084785000000000013 0.08789000000000001 0.14492000000000002 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 2
left_child=1 2 3 -1 -5 6 7 -4 9 -9 20 -10 -12 -7 16 -16 17 -15 -18 -17 -2 -6
right_child=10 -3 5 4 21 13 -8 8 11 -11 12 -13 -14 14 15 19 18 -19 -20 -21 -22 -23
leaf_value=0.0038206784633361456 0.0011706173012538455 -0.0017704710354296169 -0.0019906910522556366 0.019554598701524741 0.0066490770011133323 0.012929584672849286 -0.0020426777784689635 0.00029076089329958468 -0.0028852876974265703 0.0062647384214532063 0.0016703421887991035 0.0053790456727996093 -0.0054744173791204023 0.0075136694289386447 -0.0018178145315948823 0.0063556399567218083 0.01024389640826185 0.015141043732428989 0.0039506114583251631 0.010425727212693851 0.0062343276198258265 0.010996023250282028
leaf_weight=95 57 62 52 56 59 52 64 77 62 1065 73 53 74 57 70 491 54 80 118 71 65 76
leaf_count=95 57 62 52 56 59 52 64 77 62 1065 73 53 74 57 70 491 54 80 118 71 65 76
internal_value=0 0.00597706 0.00615887 0.00941051 0.0121814 0.00576505 0.00478113 0.00511613 0.00541156 0.00586351 0.00070848 0.00090787 -0.00191412 0.00712369 0.00680095 0.00590759 0.00862231 0.0119807 0.00593686 0.00687303 0.00388322 0.00910956
internal_weight=0 2714 2652 286 191 2366 1373 1309 1257 1142 269 115 147 993 941 632 309 137 172 562 122 135
internal_count=2983 2714 2652 286 191 2366 1373 1309 1257 1142 269 115 147 993 941 632 309 137 172 562 122 135
is_linear=0
shrinkage=0.16829


Tree=8488
num_leaves=25
num_cat=0
split_feature=3 2 2 15 49 3 51 2 13 0 133 15 2 0 150 12 51 3 0 49 3 13 3 3
split_gain=7.58201 2.40301 1.90222 1.2451 0.82947 0.552365 0.456906 0.451381 0.442565 0.436923 0.336223 0.228414 0.259084 0.217876 0.193625 0.19217 0.194475 0.144887 0.131138 0.126243 0.11035 0.108859 0.0949971 0.0839068
threshold=-0.059315 0.10859000000000001 -1.0000000180025095e-35 -0.24511999999999998 -0.047859999999999993 0.28833000000000003 -0.097124999999999989 0.11366500000000002 -0.074564999999999979 -0.13955999999999996 0.086885000000000004 -0.089604999999999976 0.12681500000000004 -0.088659999999999989 0.085075000000000026 0.092735000000000026 -0.086654999999999982 -0.082634999999999986 -0.075914999999999996 0.098965000000000011 -0.080454999999999985 -0.0085449999999999988 -0.094004999999999991 0.086845000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 -1 8 11 -4 9 13 -6 -2 12 -3 -5 21 16 -11 -9 -13 22 -18 -8 -17 -23
right_child=1 5 6 4 7 -7 14 17 -10 15 -12 18 -14 -15 -16 19 20 -19 -20 -21 -22 23 -24 -25
leaf_value=0.0002530460606040071 0.00036977652892113583 0.00033172091316750757 0.00088228300215771507 0.00053962083226463339 0.0010648538876480667 -3.3704313150153196e-05 0.00056306333417679923 0.0004620196052960548 0.00033476600643268361 0.00066080397004562419 5.5265628573811816e-05 0.00023754972114211554 3.9906739966040184e-05 0.00083436455850971188 0.00042885041496014918 0.00083116431211409175 0.00084261315842989049 0.00069322504134854026 0.00046036399493179319 0.00058354172854391479 0.00075567420591732238 0.00080993777061641751 0.00072583638525619912 0.00062518996696282064
leaf_weight=53 78 58 82 60 66 98 96 54 66 86 71 52 78 52 58 135 873 69 67 54 206 56 358 57
leaf_count=53 78 58 82 60 66 98 96 54 66 86 71 52 78 52 58 135 873 69 67 54 206 56 358 57
internal_value=0 0.000384955 0.00053262 0.000753481 0.000766222 0.000176535 0.000665925 0.000786434 0.000550164 0.000799864 0.000220145 0.000257471 0.000164616 0.000676781 0.000599346 0.000789628 0.00081388 0.000592007 0.000363296 0.000737913 0.000826048 0.000646492 0.00075475 0.000717058
internal_weight=0 851 498 2132 2079 353 349 1901 178 1778 149 255 136 112 267 1712 1165 123 119 547 1079 209 493 113
internal_count=2983 851 498 2132 2079 353 349 1901 178 1778 149 255 136 112 267 1712 1165 123 119 547 1079 209 493 113
is_linear=0
shrinkage=0.0032998


Tree=8489
num_leaves=14
num_cat=0
split_feature=10 40 1213 123 9 40 15 15 1 0 0 52 133
split_gain=0.157828 0.105215 0.0853607 0.0920708 0.105373 0.103124 0.0857817 0.13879 0.0974984 0.0766633 0.0755612 0.0370225 0.0334468
threshold=-0.089679999999999982 -0.08440499999999998 0.052605000000000006 0.086730000000000015 1.0000000180025095e-35 -0.065744999999999984 0.062230000000000008 -1.0000000180025095e-35 0.096545000000000006 -0.078924999999999981 -0.083414999999999975 -0.049669999999999999 -0.08799499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7 -8 10 12 -5 -4
right_child=1 2 9 11 -6 6 8 -9 -10 -11 -12 -13 -14
leaf_value=-0.0019792381199314367 -0.00013329968154070424 0.012913243390158495 0.0047658583066052095 -0.002023734958216959 0.012356954540102969 0.0054991588394117229 0.0063614043033380059 0.00098288439752236599 0.012895690310740351 -0.0030962183448213819 0.0090947272582504596 0.0038560132136354936 -0.00060390906394056619
leaf_weight=88 99 56 59 55 71 1194 806 231 71 55 58 67 73
leaf_count=88 99 56 59 55 71 1194 806 231 71 55 58 67 73
internal_value=0 0.00524067 0.0054316 0.00572028 0.00594705 0.00575329 0.00557833 0.00476831 0.00689245 0.00241839 0.00402418 0.00119058 0.0017826
internal_weight=0 2895 2796 2551 2429 2358 2302 1425 877 245 190 122 132
internal_count=2983 2895 2796 2551 2429 2358 2302 1425 877 245 190 122 132
is_linear=0
shrinkage=0.16829


Tree=8490
num_leaves=26
num_cat=0
split_feature=1 52 14 1 2 2 4 13 4 51 2 1 1 484 4 133 484 151 4 4 13 52 52 16 2
split_gain=6.01917 0.923226 0.72948 0.521339 0.394133 0.432993 0.388974 0.321635 0.277712 0.265746 0.168808 0.352334 0.164146 0.139774 0.131426 0.117972 0.112347 0.110091 0.109121 0.104752 0.128635 0.097794 0.0965394 0.0863074 0.0303894
threshold=0.10174000000000001 -0.41694999999999993 0.064610000000000015 0.13276500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.053925000000000008 -0.085684999999999997 0.48395000000000005 0.0045000000000000014 0.087605000000000002 0.088965000000000002 1.0000000180025095e-35 0.091180000000000011 0.42405000000000009 0.08517000000000001 0.084225000000000008 -0.0008699999999999999 -0.089119999999999991 -0.080584999999999976 -0.013254999999999998 0.26364000000000004 0.0035300000000000006 0.11702000000000001 0.11183000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 5 -3 10 -5 -9 14 13 12 19 16 17 22 18 -6 -1 20 -12 -20 -8 -21 -17
right_child=1 3 -4 7 9 -7 15 8 -10 -11 11 -13 -14 -15 -16 24 -18 -19 21 23 -22 -23 -24 -25 -26
leaf_value=0.00087043744965456212 0.00067213034090049756 0.00033709302498689022 0.00098840965984101016 4.304975631643949e-05 0.00026873625448369805 0.00067566044549096217 0.00044351692574826377 0.00047341522945831989 0.00015370811703237702 0.00047966207972288639 0.00047032587772361905 0.00045910015199317824 0.00087321160462954341 0.00090836335609538552 0.00036653461781163736 0.00060728840775945716 0.00058207829703181536 7.5692009340656429e-05 0.00074082494548794418 0.00072600005433275214 0.00067916192827079406 0.00059316525589231904 0.00062235957053640497 0.00062521056075453207 0.00071689966278790063
leaf_weight=69 93 80 97 95 74 86 89 55 65 72 52 74 56 54 65 79 53 58 741 468 91 55 55 123 52
leaf_count=69 93 80 97 95 74 86 89 55 65 72 52 74 56 54 65 79 53 58 741 468 91 55 55 123 52
internal_value=0 0.000364273 0.000707745 0.000320172 0.000385948 0.000512708 0.000694832 0.000186926 0.000300534 0.000307594 0.000712251 0.000678216 0.000698697 0.000742467 0.000244527 0.000578411 0.00073267 0.000184181 0.000741857 0.000685334 0.000603468 0.000730667 0.00051207 0.000705083 0.000651067
internal_weight=0 743 2208 650 435 166 2111 215 120 269 1836 864 790 972 197 275 918 132 865 734 143 796 144 591 131
internal_count=2951 743 2208 650 435 166 2111 215 120 269 1836 864 790 972 197 275 918 132 865 734 143 796 144 591 131
is_linear=0
shrinkage=0.0032998


Tree=8491
num_leaves=16
num_cat=0
split_feature=3 12 52 14 11 9 48 3 3 484 16 1210 16 52 3
split_gain=0.279938 0.189864 0.163149 0.144713 0.16704 0.150981 0.113099 0.110524 0.161451 0.0979349 0.0957872 0.069358 0.0538092 0.043857 0.0149946
threshold=0.11269500000000002 -0.083219999999999988 -0.087604999999999988 0.073890000000000011 0.093525000000000011 0.082325000000000023 -0.077289999999999984 0.12955000000000003 0.28833000000000003 0.098180000000000017 -0.053299999999999993 -0.08107499999999998 -0.10227499999999999 0.19121000000000002 -0.0048549999999999991
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 -3 -2 -9 11 14 -8 -10 -11 -4
right_child=7 3 10 -5 -6 -7 9 8 12 13 -12 -13 -14 -15 -16
leaf_value=0.0091200415866275145 -0.0065081774576574913 -0.0007836621735447341 0.0033472649330497234 0.0126393141712433 -0.0026104062980789869 0.014796342661461641 0.010226353840017527 0.0082074430441436957 -0.0052146552459676251 0.013210155843494744 -0.0073440668815595387 0.0057010039771051091 0.0016732441604999273 0.0068566786699496961 -0.00063434041416607324
leaf_weight=53 57 67 52 97 62 57 102 73 63 79 55 1962 65 53 54
leaf_count=53 57 67 52 97 62 57 102 73 63 79 55 1962 65 53 54
internal_value=0 0.00583556 0.0010161 0.00625087 0.00598997 0.00622058 0.00600378 2.5652e-05 0.00188747 0.00621168 -0.0016405 0.00592551 -0.00170286 0.0106727 0.00130195
internal_weight=0 2693 214 2479 2382 2320 2263 258 201 2196 161 2064 128 132 106
internal_count=2951 2693 214 2479 2382 2320 2263 258 201 2196 161 2064 128 132 106
is_linear=0
shrinkage=0.16829


Tree=8492
num_leaves=20
num_cat=0
split_feature=1 4 3 12 1 34 3 12 14 0 4 4 0 4 3 0 1 1 0
split_gain=14.3026 1.71719 1.43165 1.1336 1.219 0.715559 0.485733 0.484053 0.468808 0.510608 0.455115 0.419639 0.614066 0.327231 0.251205 0.167833 0.138937 0.127293 0.101587
threshold=0.11156000000000001 0.40052000000000004 -0.053364999999999996 -0.010419999999999997 0.092010000000000022 -0.023104999999999997 0.3148450000000001 0.10595000000000002 0.073890000000000011 -0.11167499999999998 0.0029800000000000004 -0.44205499999999992 -0.061204999999999989 0.27420500000000009 -0.078994999999999982 0.12321500000000001 0.12622500000000003 0.12895500000000001 -0.028049999999999995
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 4 -1 -4 13 -2 9 10 -5 15 14 17 -13 -11 -15 -7 -14
right_child=2 -3 5 8 -6 6 -8 -9 -10 11 -12 12 18 16 -16 -17 -18 -19 -20
leaf_value=0.0010916568989048168 0.00085600913687348208 0.00051777728282596477 -7.0552379310364269e-06 0.00069996854705834722 0.00057910638394652087 0.00049345282516732793 0.00017753359155312371 0.00047386042126943513 0.0013200514045436456 0.0013776348824741408 0.0010491956798209391 0.0011275433805591052 0.00094753491663014699 0.00046722027726917161 0.0010338554107164148 0.0011409704604781305 0.00022748695900957853 0.00071746755328320219 0.00076111635022007771
leaf_weight=101 98 63 56 69 102 59 80 58 96 78 102 1187 84 53 439 61 54 55 56
leaf_count=101 98 63 56 69 102 59 80 58 96 78 102 1187 84 53 439 61 54 55 56
internal_value=0 0.00105656 0.000450249 0.00107084 0.000834293 0.000334831 0.000398555 0.000714154 0.00109293 0.00108241 0.000908486 0.00109801 0.00108413 0.000478403 0.00110227 0.00127403 0.000346563 0.000601839 0.000873219
internal_weight=0 2438 513 2375 203 357 301 156 2172 2076 171 1905 1766 221 1626 139 107 114 140
internal_count=2951 2438 513 2375 203 357 301 156 2172 2076 171 1905 1766 221 1626 139 107 114 140
is_linear=0
shrinkage=0.0032998


Tree=8493
num_leaves=22
num_cat=0
split_feature=15 0 2 15 158 2 15 15 399 2 1208 133 11 51 133 484 16 12 15 0 16
split_gain=0.237794 0.257411 0.12399 0.128029 0.118305 0.124436 0.112758 0.102748 0.103296 0.0921844 0.0731642 0.0698143 0.0679808 0.0677128 0.0738097 0.0553617 0.0426604 0.0596616 0.0500476 0.0368081 0.053526
threshold=-0.040769999999999994 0.0088250000000000012 0.095965000000000009 -0.26361999999999991 0.11079000000000001 0.13631000000000001 -0.15300999999999995 -0.026469999999999997 0.09173000000000002 0.14938500000000002 1.0000000180025095e-35 -0.15323999999999996 1.0000000180025095e-35 -0.21875499999999998 -0.088724999999999984 0.085515000000000022 -0.095264999999999989 0.087995000000000004 -0.065984999999999988 -0.071299999999999988 -0.013125
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -5 -2 10 13 11 -9 -13 -4 -15 16 17 -8 -18 20 -16
right_child=4 -3 9 6 -6 -7 15 8 -10 -11 -12 12 -14 14 19 -17 18 -19 -20 -21 -22
leaf_value=-0.0022095443836857602 0.012835772275550512 -0.0072510950248752641 0.005453812823319147 0.012192085862841283 0.013637040397459034 -0.0014507496613149261 0.011180624949030511 0.0011632364021286422 0.013416690063079434 0.0078978504835011034 0.011181723361362724 0.0055246142329679719 0.0096529505553745888 -0.0053347134571357932 0.0010315154292842297 0.01046564450949092 0.0027404585669529337 0.0039722347509172206 0.008290934787130274 -0.0018740180008126504 0.0069192715466427235
leaf_weight=55 69 61 92 79 63 58 61 94 54 69 71 1135 127 55 219 54 272 72 56 80 55
leaf_count=55 69 61 92 79 63 58 61 94 54 69 71 1135 127 55 219 54 272 72 56 80 55
internal_value=0 0.00340704 0.00394186 0.0055342 0.00645946 0.00617713 0.00625424 0.00646372 0.00616563 0.00212567 0.00588998 0.00561158 0.00594149 0.00132711 0.000394461 0.0053399 0.00473559 0.00729185 0.00369358 0.00128966 0.00221992
internal_weight=0 1280 1219 649 1671 1608 594 1550 1481 570 1427 1356 1262 501 409 515 461 133 328 354 274
internal_count=2951 1280 1219 649 1671 1608 594 1550 1481 570 1427 1356 1262 501 409 515 461 133 328 354 274
is_linear=0
shrinkage=0.16829


Tree=8494
num_leaves=30
num_cat=0
split_feature=12 2 2 2 12 10 150 9 12 13 2 2 0 2 52 13 402 13 2 0 0 403 43 52 403 0 13 13 0
split_gain=5.73993 1.78847 1.53907 1.52513 0.465179 0.449511 0.416988 0.33849 0.332897 0.329296 0.32254 0.264354 0.258405 0.201332 0.188619 0.165955 0.121569 0.12955 0.114222 0.101772 0.0896406 0.0875499 0.0730501 0.116259 0.0608435 0.0617673 0.0490992 0.0435112 0.0313597
threshold=0.056995000000000011 0.10859000000000001 0.072175000000000017 0.13447000000000003 0.10082000000000001 0.057650000000000007 0.083205000000000015 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.069029999999999994 0.14253500000000002 0.087605000000000002 -0.13165999999999997 0.086400000000000018 0.042815000000000006 -0.11279499999999999 0.10893000000000001 -0.088484999999999994 0.096540000000000015 -0.082234999999999989 0.121355 -0.12219499999999998 -0.012264999999999998 -0.057374999999999995 0.046285000000000007 -0.079394999999999979 -0.09219999999999999 -0.085349999999999995 -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 2 2 2 2 2 2 2 2
left_child=1 2 5 4 11 7 8 -1 -4 -6 14 15 -13 -11 22 -2 17 26 -10 -15 24 -19 -3 -24 25 -14 -17 -12 -21
right_child=3 10 6 -5 9 -7 -8 -9 18 13 27 12 20 19 -16 16 -18 21 -20 28 -22 -23 23 -25 -26 -27 -28 -29 -30
leaf_value=0.00042197097115360846 0.001167031708953962 0.00031638843603800547 0.00076497759320930342 0.00044202374362338357 0.00057428753430154044 0.00023878864831536489 0.00066153533868117261 0.00075809533690512573 0.00096330953761677876 0.00073224179626147213 0.00018937864740155248 0.00069411392419957722 0.00095340242243751585 0.0010281958107970488 0.00063564065086174767 0.00092605069437080975 0.0011063560324387728 0.00089086982595108809 0.0011622767689232368 0.00080337355272688631 0.0010500100865607825 0.00099834607461467902 0.0005790871437481547 0.00036696034819103725 0.00082106909589378446 0.00087858224206560631 0.00078199903817061133 0.0003243641327993581 0.00091933025866162131
leaf_weight=65 56 54 72 72 52 56 76 67 82 90 55 59 343 69 60 64 78 103 56 57 60 630 54 62 77 214 52 53 63
leaf_count=65 56 54 72 72 52 56 76 67 82 90 55 59 343 69 60 64 78 103 56 57 60 630 54 62 77 214 52 53 63
internal_value=0 0.000589042 0.000719911 0.000915062 0.000931522 0.00048757 0.000872516 0.000592846 0.000948703 0.000817406 0.000405411 0.00095326 0.000906176 0.000862592 0.000475441 0.000989292 0.000978517 0.000966731 0.00104431 0.000924477 0.000924153 0.000983292 0.000418692 0.000466013 0.000912187 0.00092472 0.00086178 0.000255948 0.000864544
internal_weight=0 812 474 2139 2067 188 286 132 210 331 338 1736 753 279 230 983 927 849 138 189 694 733 170 116 634 557 116 108 120
internal_count=2951 812 474 2139 2067 188 286 132 210 331 338 1736 753 279 230 983 927 849 138 189 694 733 170 116 634 557 116 108 120
is_linear=0
shrinkage=0.0032998


Tree=8495
num_leaves=27
num_cat=0
split_feature=1 12 4 1 10 15 12 4 3 4 2 156 150 12 1 15 2 4 1 3 3 1 12 133 3 3
split_gain=11.5143 3.36946 1.25273 1.17476 1.10986 1.06224 0.537867 0.475983 0.430536 0.515547 0.337222 0.367541 0.29363 0.26545 0.225534 0.221652 0.179092 0.151878 0.118413 0.0851044 0.0734168 0.0700739 0.0894823 0.0779142 0.0588931 0.0418925
threshold=0.12419000000000001 0.056995000000000011 0.043640000000000005 0.10107500000000001 -0.088499999999999981 -0.19153499999999998 -0.083979999999999985 0.27258000000000004 -0.14088999999999999 -0.10023999999999998 0.10836000000000003 0.090135000000000007 1.0000000180025095e-35 0.098785000000000012 0.08346000000000002 -0.42443999999999993 0.092320000000000013 -0.00076499999999999995 0.081540000000000015 -0.080884999999999985 -0.086564999999999989 0.085550000000000015 0.087400000000000019 0.39024000000000009 -0.076004999999999975 -0.24149499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 10 -2 15 -5 13 18 -10 11 14 -8 19 -1 -6 21 -16 -3 -4 -18 22 -11 -23 -22 -20
right_child=4 2 7 6 5 -7 12 -9 9 16 -12 -13 -14 -15 17 -17 20 -19 25 -21 24 23 -24 -25 -26 -27
leaf_value=0.0010476684882855249 -9.0642928726218872e-05 0.0011550771027721246 0.0010998591131720608 0.00042482694417378213 0.0003365843286266237 0.00067866674291504813 0.0008701608211699269 0.00059973799791130094 0.0007775704515289736 0.0011141573129614842 0.0006831519785624469 0.0012247687892375507 0.00057837568568783106 0.00076843028470765606 0.0007155929278173436 5.3771292085045323e-05 0.00091925171708132677 0.00094534565540602697 0.0012690500476181543 0.00094758194971664969 0.0011185308082632074 0.0010660683563653594 0.0011869368221355812 0.0011851958859836395 0.0010136053976648066 0.0014132403870488995
leaf_weight=84 58 62 75 94 73 98 87 54 54 475 53 52 68 69 68 52 53 62 52 101 116 334 343 81 148 54
leaf_count=84 58 62 75 94 73 98 87 54 54 475 53 52 68 69 68 52 53 62 52 101 116 334 343 81 148 54
internal_value=0 0.00101831 0.00108011 0.000792931 0.000315495 0.000421285 0.000622641 0.000881968 0.00111352 0.00109671 0.000925743 0.000973946 0.000742379 0.00094403 0.000912833 0.000219216 0.00110781 0.000825438 0.00127375 0.00101267 0.00103645 0.00112613 0.00114472 0.0010894 0.00105984 0.00134284
internal_weight=0 2639 2071 568 281 223 249 299 1772 1604 319 266 155 245 214 125 1550 130 168 176 317 1233 818 415 264 106
internal_count=2920 2639 2071 568 281 223 249 299 1772 1604 319 266 155 245 214 125 1550 130 168 176 317 1233 818 415 264 106
is_linear=0
shrinkage=0.0032998


Tree=8496
num_leaves=22
num_cat=0
split_feature=1 13 49 13 1 4 4 12 4 4 4 12 0 1 12 2 16 4 16 4 0
split_gain=0.413349 0.114954 0.111884 0.101014 0.207164 0.0901874 0.12661 0.129967 0.122688 0.184615 0.117903 0.0918928 0.0856278 0.111582 0.0824838 0.175496 0.092704 0.208972 0.110774 0.0717205 0.0438673
threshold=0.12448500000000001 -0.16392499999999996 -0.0037949999999999993 -0.098524999999999988 0.081005000000000008 0.024470000000000002 -9.4999999999999992e-05 0.084450000000000011 0.42642000000000008 0.27258000000000004 0.056640000000000003 0.085495000000000015 -0.024974999999999997 0.13831000000000002 0.082795000000000021 0.08154500000000002 0.041025000000000006 -0.39175499999999991 -0.0021749999999999994 -0.087104999999999988 -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
left_child=1 -1 -2 4 -3 6 14 -8 9 10 -7 -12 13 -4 15 -5 18 -18 -16 -17 -9
right_child=2 3 12 5 -6 8 7 20 -10 -11 11 -13 -14 -15 16 19 17 -19 -20 -21 -22
leaf_value=0 0.0055441961750132612 0.0056698485563238567 -0.0048204344943696643 -0.0036826380085032136 0.019294063607315701 -0.0011121114195557942 0.017221268784634165 0.010461208596177092 0.011088756186971336 -0.0044773831135077793 0.011973250739971615 0.0045467203211440139 -0.0082946550622566544 0.0040683395531463263 0.0069662733314479978 0.0091466192634213506 0.011564032729949372 0.0016392630298571592 0.013048004476130986 0.0031076671162656123 0.0043735299011236576
leaf_weight=81 65 82 82 70 52 74 61 80 61 76 65 178 53 78 1067 106 81 235 93 120 60
leaf_count=81 65 82 82 70 52 74 61 80 61 76 65 178 53 78 1067 106 81 235 93 120 60
internal_value=0 0.00625727 -0.000558966 0.0064547 0.0109703 0.00620464 0.00669815 0.0107134 0.00405598 0.00295981 0.00474852 0.00654063 -0.00242987 -0.000475928 0.00624168 0.00366445 0.0067573 0.00418896 0.00745541 0.00594805 0.00786504
internal_weight=0 2642 278 2561 134 2427 1973 201 454 393 317 243 213 160 1772 296 1476 316 1160 226 140
internal_count=2920 2642 278 2561 134 2427 1973 201 454 393 317 243 213 160 1772 296 1476 316 1160 226 140
is_linear=0
shrinkage=0.16829


Tree=8497
num_leaves=13
num_cat=0
split_feature=15 15 2 2 10 2 1374 13 39 1428 2 42
split_gain=0.231357 0.157814 0.153492 0.124485 0.114013 0.133063 0.098314 0.0851832 0.0992027 0.0865 0.0714963 0.0334479
threshold=-0.24211499999999997 -0.43091499999999999 0.14253500000000002 0.11280000000000003 -0.010699999999999999 -0.0098549999999999974 0.086000000000000007 0.10077500000000002 0.087620000000000017 0.086830000000000018 0.095965000000000009 -0.10177499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -2 -6 7 8 9 -7 11 -9
right_child=2 -3 -4 -5 5 6 -8 10 -10 -11 -12 -13
leaf_value=-0.0027788943224896067 0.013104380993267318 -0.0064013293990104556 -0.0014473807608982104 0.0068300163475929383 -0.0018188652429853372 0.0051214182156520734 0.011598025668197617 0.0016114862650255691 0.011552624401693211 0.011736712152712709 -0.0020655408237120116 0.0075044751166393909
leaf_weight=66 53 81 97 90 74 2065 71 56 75 58 79 55
leaf_count=66 53 81 97 90 74 2065 71 56 75 58 79 55
internal_value=0 -0.000367988 0.00511036 0.00275319 0.00535704 0.00519422 0.005406 0.00522115 0.00551706 0.00530299 0.00178848 0.00454762
internal_weight=0 237 2683 156 2586 2533 2459 2388 2198 2123 190 111
internal_count=2920 237 2683 156 2586 2533 2459 2388 2198 2123 190 111
is_linear=0
shrinkage=0.16829


Tree=8498
num_leaves=25
num_cat=0
split_feature=1 1 155 47 3 15 123 475 3 3 15 3 1447 3 15 1 1 15 1186 3 3 1 15 3
split_gain=7.78565 1.96473 0.80618 0.557183 0.483733 0.435889 0.32899 0.287751 0.250287 0.235937 0.222388 0.188614 0.136062 0.132119 0.290802 0.129683 0.420284 0.224174 0.111106 0.101208 0.0870524 0.082626 0.0350168 0.0267272
threshold=0.12313000000000002 0.10123500000000001 0.091145000000000018 0.078345000000000012 0.31395500000000004 -0.13843999999999998 0.083005000000000009 -0.085684999999999997 -0.063889999999999988 -0.085674999999999987 -0.035654999999999992 -0.073614999999999986 -0.085709999999999995 -0.096099999999999977 0.039965000000000007 0.079225000000000004 0.087545000000000026 -0.088184999999999986 0.058190000000000006 -0.014254999999999999 0.0025650000000000004 0.11338500000000001 0.10189000000000002 0.083395000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 10 5 19 7 9 -5 -1 20 12 -9 14 -14 17 -17 -13 -15 -2 21 -3 -19 -18
right_child=4 2 -4 8 -6 -7 -8 11 -10 -11 -12 15 13 18 -16 16 23 22 -20 -21 -22 -23 -24 -25
leaf_value=0.0012222512944040757 0.00033965060897000489 0.00032955558270766341 0.00097582176027072949 0.00097018491356515822 8.7003216605977655e-05 0.00054429637440565253 0.00066491872388617997 0.0010687435629843059 0.00064897449849626399 0.00094091584527999429 0.00065884412128889007 0.00095066298549514134 0.00075322296089811206 0.00092428508983377785 0.00096521501732363814 0.0011476024250308835 0.00085075239011752713 0.00070230629231541773 0.0010844755250561135 0.00013320921830080144 0.00056682774134305476 0.00050540134504876695 0.00079812281063989295 0.00074201422070151201
leaf_weight=59 52 71 77 52 86 96 60 69 56 77 87 78 156 1125 133 58 66 122 52 53 53 52 77 53
leaf_count=59 52 71 77 52 86 96 60 69 56 77 87 78 156 1125 133 58 66 122 52 53 53 52 77 53
internal_value=0 0.000867183 0.000667818 0.000603798 0.000294642 0.000383308 0.000908044 0.000914892 0.000803958 0.00106322 0.000521469 0.000904732 0.000922459 0.000915549 0.000850905 0.000844718 0.000915863 0.00079913 0.000931392 0.000235782 0.000453362 0.000404183 0.000739558 0.000802619
internal_weight=0 2633 448 371 287 201 2185 2125 108 136 263 1989 1535 1466 289 454 177 277 1177 105 176 123 199 119
internal_count=2920 2633 448 371 287 201 2185 2125 108 136 263 1989 1535 1466 289 454 177 277 1177 105 176 123 199 119
is_linear=0
shrinkage=0.0032998


Tree=8499
num_leaves=16
num_cat=0
split_feature=13 9 475 1429 13 2 2 1446 2 148 0 0 1186 0 0
split_gain=0.187246 0.183744 0.151896 0.124123 0.0922947 0.132374 0.0801822 0.138618 0.127138 0.185021 0.0796102 0.118385 0.0533191 0.0429575 0.0279851
threshold=-0.15325499999999995 -0.01257 -0.086919999999999983 0.082890000000000005 -0.098524999999999988 -0.10238999999999998 0.10060500000000001 0.095900000000000013 0.105395 -1.0000000180025095e-35 -0.105195 -0.15127999999999997 0.067035000000000011 -0.10114999999999998 -0.082454999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 -3 13 -6 7 12 14 -10 11 -1 -7 -4 -8
right_child=1 2 4 -5 5 6 8 -9 9 -11 -12 -13 -14 -15 -16
leaf_value=-0.0030779042266433918 -0.0029884287980093275 0.0051725802861469199 0.013150314761107921 0.015768791468528276 -0.0037972409504381708 0.0049073062214651632 0.00048436722735820489 0.013613372696588142 -0.0052939762559726135 0.0052767478680237475 -0.0046090868424688665 0.007525645623883576 0.010364234354450155 0.0063083072771002923 -0.0049830868385463091
leaf_weight=59 82 60 52 67 52 1623 53 56 52 464 80 60 53 55 52
leaf_count=59 82 60 52 67 52 1623 53 56 52 464 80 60 53 55 52
internal_value=0 0.00484315 0.00508717 0.0107769 0.0047988 0.00458221 0.00476816 0.00535785 0.00312058 0.004208 -0.000496405 0.00225333 0.00508094 0.00965019 -0.00220621
internal_weight=0 2721 2639 127 2512 2405 2353 1732 621 516 199 119 1676 107 105
internal_count=2920 2721 2639 127 2512 2405 2353 1732 621 516 199 119 1676 107 105
is_linear=0
shrinkage=0.16829


Tree=8500
num_leaves=22
num_cat=0
split_feature=1 52 1 2 123 47 52 14 150 0 15 15 1456 48 1 16 1212 2 1 2 52
split_gain=7.96973 1.89924 1.06121 0.857429 0.696427 0.654118 0.487993 0.482319 0.375031 0.46199 0.306982 0.352184 0.229928 0.18167 0.178286 0.169079 0.214331 0.113667 0.0978019 0.0972062 0.0784356
threshold=0.10471000000000001 -0.40011499999999994 0.13300500000000001 0.13447000000000003 1.0000000180025095e-35 0.078345000000000012 0.098580000000000015 0.064610000000000015 0.089810000000000015 -0.088794999999999985 -0.26361999999999991 -0.45775499999999997 -0.069944999999999993 0.084795000000000023 0.108865 -0.076439999999999994 0.040035000000000008 0.090215000000000004 0.11883500000000001 0.090695000000000012 -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
left_child=3 -2 5 4 7 6 14 8 12 -10 11 -4 19 -7 -3 17 -17 -14 -16 20 -1
right_child=1 2 10 -5 -6 13 -8 -9 9 -11 -12 -13 15 -15 18 16 -18 -19 -20 -21 -22
leaf_value=0.0010279027720386832 0.0011350537924428466 0.00033304748722597159 0.00043957761454613156 0.00062166832015181383 0.00077100305240539906 0.0010026353574958688 0.00085813912468637402 0.0013079172813246674 0.0006390191104486241 0.0010345956702357397 0.00052051916843548344 7.3490092779278309e-05 0.0011153641924282864 0.00073202702619473822 0.00061810448035362988 0.0010414633314008875 0.00087885477589987819 0.0010260897701767867 0.00043933946740111831 0.0013036580135960896 0.0012089245551501868
leaf_weight=52 71 52 57 52 93 60 53 86 52 87 82 58 583 52 103 843 102 230 52 54 63
leaf_count=52 71 52 57 52 93 60 53 86 52 87 82 58 583 52 103 843 102 230 52 54 63
internal_value=0 0.000625688 0.000562068 0.00104223 0.00105196 0.000665887 0.000574677 0.00106408 0.00105391 0.000886864 0.000365845 0.000255249 0.00106595 0.00087731 0.000501929 0.00105459 0.00102395 0.00109015 0.000558359 0.00118391 0.00112738
internal_weight=0 640 569 2297 2245 372 260 2152 2066 139 197 115 1927 112 207 1758 945 813 155 169 115
internal_count=2937 640 569 2297 2245 372 260 2152 2066 139 197 115 1927 112 207 1758 945 813 155 169 115
is_linear=0
shrinkage=0.0032998


Tree=8501
num_leaves=16
num_cat=0
split_feature=4 15 13 15 4 151 457 0 0 48 0 43 151 4 43
split_gain=0.238503 0.179421 0.169927 0.225373 0.1866 0.0901005 0.133033 0.079717 0.217718 0.0841167 0.127741 0.0810604 0.0677673 0.0569244 0.0567521
threshold=0.31392000000000003 0.17176000000000005 -0.16392499999999996 -0.46483499999999994 0.50541500000000006 0.055120000000000009 0.096725000000000019 -0.14164999999999997 -0.11991499999999998 0.093225000000000016 -0.068669999999999995 -0.09361499999999999 0.10420500000000001 0.010535000000000001 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 -5 6 7 13 -9 11 -11 -10 -7 14 -1
right_child=2 -3 3 4 -6 12 -8 8 9 10 -12 -13 -14 -15 -16
leaf_value=0.0097120153495708784 0.0078008101211912784 0.014454224751950604 0.0044162013062818513 -0.0017382793541119432 -0.013903599584243359 -0.0046023107453033495 0.01273192055637181 -0.0058102491780562633 0.0074486041963045388 0.0046026614122604134 -0.004629504269712449 0.0044029694375170587 0.0039870254876328221 0.011987669362756578 0.0028342137260689336
leaf_weight=61 61 53 94 103 55 52 58 59 293 110 69 1675 52 63 79
leaf_count=61 61 53 94 103 55 52 58 59 293 110 69 1675 52 63 79
internal_value=0 0.00474639 -0.000162849 -0.00209769 -0.00598441 0.00454557 0.00475017 0.00455725 0.00426177 0.00453939 0.00103386 0.00485732 -0.000290368 0.00775937 0.0058438
internal_weight=0 2624 313 252 158 2571 2467 2409 2206 2147 179 1968 104 203 140
internal_count=2937 2624 313 252 158 2571 2467 2409 2206 2147 179 1968 104 203 140
is_linear=0
shrinkage=0.16829


Tree=8502
num_leaves=18
num_cat=0
split_feature=4 1456 148 13 0 159 39 2 150 157 0 0 0 52 4 52 52
split_gain=0.165026 0.122394 0.132773 0.117549 0.134447 0.127962 0.10259 0.0991683 0.0930605 0.160295 0.103529 0.092069 0.107476 0.0878003 0.17853 0.0857433 0.06146
threshold=0.31392000000000003 -0.069944999999999993 -0.077864999999999976 -0.16392499999999996 -0.17127999999999996 0.087060000000000012 0.085565000000000016 0.089635000000000006 0.09833500000000002 -0.063794999999999977 -0.15651999999999996 -0.13165999999999997 -0.14534499999999997 0.31428500000000009 -0.050244999999999991 0.047345000000000005 -0.010819999999999998
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 -5 6 -6 16 10 -10 -4 12 -12 15 -15 -13 -1
right_child=3 2 8 4 5 -7 -8 -9 9 -11 11 13 -14 14 -16 -17 -18
leaf_value=0.00065768321106768964 0.0064880136553419881 0.010229878709154054 0.0090593711248789701 0.0050473607510203803 -0.011895165011306063 0.0021359520575946899 -0.0022491329713057655 0.012764118515632947 0.0048613355894726387 -0.0062502055181254627 0.0031314343332859611 0.0031170227044266577 -0.006682465997236273 -0.0080836383695308007 0.0039560892856811162 0.0055276795084678578 0.0079730950437068675
leaf_weight=54 61 83 96 62 63 64 63 75 73 74 76 1131 54 53 102 669 84
leaf_count=54 61 83 96 62 63 64 63 75 73 74 76 1131 54 53 102 669 84
internal_value=0 0.0039482 0.0036052 -0.000134478 -0.00174467 -0.00397047 -0.00708641 0.00782233 0.00336823 -0.000720008 0.00364461 0.00339443 -0.000931289 0.00368299 -0.00014913 0.00401398 0.00512356
internal_weight=0 2624 2411 313 252 190 126 213 2328 147 2181 2085 130 1955 155 1800 138
internal_count=2937 2624 2411 313 252 190 126 213 2328 147 2181 2085 130 1955 155 1800 138
is_linear=0
shrinkage=0.16829


Tree=8503
num_leaves=21
num_cat=0
split_feature=4 2 12 1 1 150 0 14 12 43 3 16 4 4 2 2 2 160 13 3
split_gain=8.57089 2.45097 1.46173 0.896208 0.795845 0.45859 0.60534 0.519464 0.193936 0.22279 0.188099 0.164965 0.22685 0.151651 0.144956 0.123304 0.12285 0.116012 0.112183 0.0781578
threshold=0.31392000000000003 0.14132000000000003 -1.0000000180025095e-35 0.092845000000000025 0.11980500000000001 0.082085000000000019 -0.11262999999999999 0.064610000000000015 0.090455000000000021 0.034420000000000006 0.10402500000000002 -0.49353499999999995 0.51292000000000015 -0.00090499999999999988 -0.007134999999999999 0.11504500000000002 0.094215000000000007 -0.41893499999999995 -0.07904499999999999 -0.085549999999999973
decision_type=2 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 15 7 -7 8 9 10 -4 -6 -13 17 -5 -2 -1 -10 -15 -8
right_child=4 -3 5 14 11 6 19 -9 13 -11 -12 12 -14 18 -16 -17 -18 -19 -20 -21
leaf_value=0.00096142028268915534 0.00054557180033012586 0.00030299365787486086 0.00093837277501146487 0.0003151135355021589 0.00024829340489762586 0.00047930899786056388 0.0007782894489697991 0.0011539126502500459 0.00072049234051058315 0.00075273750319339501 0.00073492897507820842 0.00017351533556557569 -0.00011857942830988126 0.00091597212872244777 0.00052969605192661163 0.00034524252538433424 0.00073069918492338511 0.00088691199955097432 0.00074011982604555891 0.00093592865815801088
leaf_weight=52 67 92 939 58 60 70 77 81 52 89 54 61 55 52 88 70 53 597 200 70
leaf_count=52 67 92 939 58 60 70 77 81 52 89 54 61 55 52 88 70 53 597 200 70
internal_value=0 0.000832658 0.00085189 0.000612416 0.000254795 0.000878226 0.00073302 0.000893475 0.000882819 0.000913015 0.000927345 0.000107728 3.47184e-05 0.000846518 0.000444692 0.000443471 0.000845297 0.000873632 0.000776547 0.000853595
internal_weight=0 2624 2532 251 313 2281 217 2064 1983 1082 993 176 116 901 146 137 105 649 252 147
internal_count=2937 2624 2532 251 313 2281 217 2064 1983 1082 993 176 116 901 146 137 105 649 252 147
is_linear=0
shrinkage=0.0032998


Tree=8504
num_leaves=16
num_cat=0
split_feature=4 16 1456 49 1446 403 10 41 41 40 402 13 13 13 12
split_gain=0.15923 0.214053 0.0952839 0.101122 0.0844627 0.0927535 0.112173 0.0892836 0.0849135 0.0694202 0.0467359 0.0401646 0.0611972 0.0296091 0.0112472
threshold=0.51292000000000015 -0.47730499999999992 -0.069944999999999993 0.17990500000000001 0.10392000000000001 0.085340000000000013 -0.11133 0.075585000000000013 0.088420000000000012 1.0000000180025095e-35 0.11679000000000002 -0.083274999999999988 -0.0053799999999999985 -0.087404999999999997 0.087805000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 11 4 5 6 -4 9 -9 -8 13 -1 -13 -7 -15
right_child=1 -3 3 -5 -6 10 7 8 -10 -11 -12 12 -14 14 -16
leaf_value=0.0098866038639276715 0.0045479834697506154 -0.0098380066357276683 -0.0044552952259731063 0.010320914474178608 -0.0031307350499636521 0.004315582844954184 0.0031772325663309603 0.012376014781029102 0.0037779722687049256 -0.0030343862704065886 0.0023755074308706779 0.0014805602184016341 0.0090631126225094276 0.010982918581118004 0.0077723173100023414
leaf_weight=91 59 58 54 60 56 55 1988 58 76 52 62 63 59 54 92
leaf_count=91 59 58 54 60 56 55 1988 58 76 52 62 63 59 54 92
internal_value=0 -0.00256818 0.00375882 0.00347786 0.00331595 0.0034616 0.00310723 0.0032959 0.00751292 0.00301802 0.00645688 0.00718908 0.00516226 0.00770687 0.00897211
internal_weight=0 117 2820 2607 2547 2491 2228 2174 134 2040 263 213 122 201 146
internal_count=2937 117 2820 2607 2547 2491 2228 2174 134 2040 263 213 122 201 146
is_linear=0
shrinkage=0.16829


Tree=8505
num_leaves=14
num_cat=0
split_feature=39 14 0 4 1 49 42 13 1210 0 43 3 1
split_gain=0.136826 0.0929115 0.14699 0.147285 0.16375 0.156826 0.0865505 0.110247 0.0790437 0.148642 0.0870069 0.0731095 0.043742
threshold=-0.015309999999999997 -0.41992499999999994 0.15312500000000004 0.51367000000000018 0.11156000000000001 -0.14998499999999998 0.10134500000000002 -0.014114999999999997 -0.064239999999999992 -0.078809999999999977 -0.11158 0.28833000000000003 0.12545500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 11 9 -7 -10 -6 -9
right_child=1 2 -4 -5 6 8 -8 12 10 -11 -12 -13 -14
leaf_value=-0.0060360169985865398 0.0086866461729294235 0.012012287687158752 -0.0060146432250115754 0.0096312113145095198 0.0061136907285193566 0.0027746648968955704 -0.0071079079746938847 -0.0066844095871660594 0.0060886794534931905 -0.0080519986298207818 0.0026372105056440319 -0.0016493990065831949 -0.00015487361348399584
leaf_weight=52 71 53 56 84 93 107 56 63 233 54 1918 54 55
leaf_count=52 71 53 56 84 93 107 56 63 233 54 1918 54 55
internal_value=0 0.00266356 0.00251161 0.00268463 0.00246671 0.00295102 -0.00109584 0.000167849 0.00274252 -0.00084548 0.00301191 0.00324972 -0.00365621
internal_weight=0 2897 2826 2770 2686 2365 321 265 2312 161 2151 147 118
internal_count=2949 2897 2826 2770 2686 2365 321 265 2312 161 2151 147 118
is_linear=0
shrinkage=0.16829


Tree=8506
num_leaves=23
num_cat=0
split_feature=1 2 3 16 49 1 52 2 3 1446 52 0 1 3 15 0 15 457 1 0 2 51
split_gain=3.06601 0.634066 0.355719 0.284535 0.179906 0.215586 0.137386 0.172213 0.181149 0.127719 0.128177 0.234363 0.192194 0.121941 0.115809 0.163922 0.21077 0.106575 0.104716 0.0928853 0.0811128 0.0310298
threshold=0.11156000000000001 0.14744000000000002 -0.072649999999999978 0.058455000000000007 -0.085999999999999979 0.10442000000000001 0.12432000000000001 0.11917500000000002 -0.005644999999999999 0.095900000000000013 -0.5320649999999999 -0.034759999999999992 0.096315000000000026 -0.072274999999999992 0.079600000000000018 -0.021574999999999997 -0.036279999999999993 0.085130000000000025 1.0000000180025095e-35 -0.14920999999999998 0.092385000000000009 -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
left_child=2 3 9 6 -4 14 7 8 -2 10 21 12 17 -5 15 16 20 19 -16 -12 -6 -1
right_child=1 -3 4 13 5 -7 -8 -9 -10 -11 11 -13 -14 -15 18 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00060691662526308771 0.00044430930989723791 2.0206235299187628e-05 0.00065562152101403411 0.00056991090392988306 0.00039467877748203142 0.00029508107550116016 0.00041158449474090904 0.00011077047825780716 0.00020014410735400519 0.00072816155306318375 0.00070757213476937996 0.00038955848437346709 0.00041302919238955251 0.00035142102011623131 0.00049573658588182329 0.0006084804358481462 0.0002620409475197854 0.00070377353527324563 0.00068928049023536534 0.00056391753281414018 0.00051837531564910447 0.00071357293756554982
leaf_weight=63 56 96 59 56 98 74 55 87 83 56 53 87 85 58 80 66 68 70 52 1320 154 73
leaf_count=63 56 96 59 56 98 74 55 87 83 56 53 87 85 58 80 66 68 70 52 1320 154 73
internal_value=0 0.000261133 0.000546897 0.000319598 0.000480419 0.000462898 0.000262894 0.000226552 0.000298766 0.000570828 0.000565776 0.000557447 0.000566983 0.000459058 0.000486804 0.000457494 0.000426242 0.000576027 0.000572248 0.000569488 0.000470411 0.000664425
internal_weight=0 491 2458 395 651 592 281 226 139 1807 1751 1615 1528 114 518 386 320 1443 132 1373 252 136
internal_count=2949 491 2458 395 651 592 281 226 139 1807 1751 1615 1528 114 518 386 320 1443 132 1373 252 136
is_linear=0
shrinkage=0.0032998


Tree=8507
num_leaves=16
num_cat=0
split_feature=16 124 160 10 160 14 14 49 42 150 43 1447 124 147 42
split_gain=7.71594 4.78424 2.00031 1.91706 1.621 1.54957 1.03946 0.871238 0.781712 0.557799 0.866982 0.389944 0.223535 0.202652 0.101675
threshold=-0.38959499999999997 -1.0000000180025095e-35 0.083130000000000023 -0.015289999999999998 -1.0000000180025095e-35 0.073890000000000011 -0.31108499999999994 0.13022500000000004 -1.0000000180025095e-35 0.083295000000000022 -0.051239999999999987 -0.083354999999999985 -0.086434999999999984 0.074865000000000015 0.087825000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 4 -3 -1 6 -5 9 -2 11 -11 -8 -10 14 -6
right_child=1 3 -4 5 13 -7 7 -9 12 10 -12 -13 -14 -15 -16
leaf_value=0.00058972541496152124 0.00066470400386480226 0.00026767719673332941 0.00083998844886849788 0.00042819377058618741 8.064757906686495e-05 0.0013586764382934554 0.0010895347374731391 0.00056418083456370889 0.00031690534289223292 0.0009585303987661608 0.00051726281891567387 0.00090965083614349246 3.9077094250442959e-05 0.00022419906639527986 -9.075451554030453e-05
leaf_weight=93 52 54 71 54 83 77 144 85 66 97 98 1781 61 64 69
leaf_count=93 52 54 71 54 83 77 144 85 66 97 98 1781 61 64 69
internal_value=0 0.000844304 0.000340354 0.000883283 0.000225437 0.000897499 0.000881764 0.000892856 0.000323657 0.000906017 0.000736946 0.000923125 0.000183738 6.84279e-05 2.60829e-06
internal_weight=0 2569 380 2390 309 2336 2259 2205 179 2120 195 1925 127 216 152
internal_count=2949 2569 380 2390 309 2336 2259 2205 179 2120 195 1925 127 216 152
is_linear=0
shrinkage=0.0032998


Tree=8508
num_leaves=24
num_cat=0
split_feature=1 3 39 2 2 14 15 2 1 3 1 3 133 457 1429 15 51 403 1 49 1213 15 3
split_gain=16.9364 2.90026 1.41264 1.38249 1.25755 1.03861 0.650665 0.637654 0.598362 0.424885 0.362664 0.290614 0.241287 0.220397 0.215501 0.193574 0.144066 0.144062 0.125152 0.155533 0.11161 0.0787854 0.0648552
threshold=0.10442000000000001 -0.06656999999999999 0.0039300000000000003 0.11426500000000002 0.14744000000000002 0.064610000000000015 -0.075094999999999981 0.091235000000000024 0.088035000000000016 -0.069909999999999986 0.12040000000000002 -0.12077499999999998 0.11667000000000001 0.067035000000000011 0.079720000000000013 -0.046109999999999991 -0.092239999999999989 -0.51745999999999992 0.093800000000000008 0.099620000000000014 0.023610000000000003 -0.46483499999999994 -0.0070649999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 16 6 7 10 9 -4 11 -3 -1 20 14 18 -11 -2 -14 19 -9 -13 -12 -8
right_child=1 4 8 -5 -6 -7 22 13 -10 15 21 12 17 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00069144804454437838 0.00088848117693401843 0.00023701750491922764 0.00072554265929862538 0.00018805980795198933 -0.00024412663609964515 0.0012258126781077919 0.00028757540856474273 0.00080177333749195938 0.00026945716109255528 0.00060380037173748827 5.5112061331809399e-05 0.0009468974725380904 0.00072487353947822968 0.00057794260994223096 0.001001736816112594 0.00084643077062787945 0.00067227637456462885 0.00091622516147379864 0.00094105223493891116 0.00066905151850282936 0.0010479134815455349 -0.000113512784074934 0.00043751252335026572
leaf_weight=54 54 95 72 70 88 93 55 409 56 64 56 836 82 52 56 86 97 97 53 131 148 65 80
leaf_count=54 54 95 72 70 88 93 55 409 56 64 56 836 82 52 56 86 97 97 53 131 148 65 80
internal_value=0 0.000263717 0.000863785 0.000572052 0.000108415 0.00088376 0.000196902 0.000868361 0.00052628 0.00091002 8.43732e-05 0.000930559 0.000941631 0.000787073 0.000803775 0.000743143 0.000749828 0.000828764 0.000785021 0.000769641 0.000962127 -3.51804e-05 0.000376688
internal_weight=0 660 2289 221 439 2161 351 2068 128 1367 216 1217 1163 701 649 150 151 179 593 540 984 121 135
internal_count=2949 660 2289 221 439 2161 351 2068 128 1367 216 1217 1163 701 649 150 151 179 593 540 984 121 135
is_linear=0
shrinkage=0.0032998


Tree=8509
num_leaves=19
num_cat=0
split_feature=2 3 2 3 16 3 16 3 12 12 16 2 49 3 0 151 16 42
split_gain=0.219882 0.107416 0.111615 0.104066 0.182414 0.117442 0.103964 0.0995153 0.107689 0.0658096 0.11569 0.0638709 0.0648164 0.0594905 0.0681278 0.0534556 0.0501193 0.0409045
threshold=0.11891500000000001 -0.14186499999999996 -0.085784999999999986 -0.0005399999999999999 -0.116045 -0.10859999999999999 -0.042884999999999993 -0.096949999999999995 0.091895000000000018 0.096535000000000024 0.16094000000000003 0.11558500000000001 0.099620000000000014 0.10766000000000002 -0.038724999999999989 -0.23315499999999997 -0.08267999999999999 0.086245000000000002
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 -2 -7 8 -4 10 16 12 13 14 -9 -14 -1 -17
right_child=3 2 7 4 -6 6 -8 11 -10 -11 -12 -13 15 -15 -16 17 -18 -19
leaf_value=0.006013008207786252 -0.0046453644290391496 -0.0032412330348406179 -0.004892936922770352 0.002705275018001556 -0.0091487694887762427 0.0091664555593543844 0 0.0044101468931023683 0.0038175678443998925 0.012290324356408953 0.012032076413498174 0.010133348714193101 0.0058750786172832442 0.00029318309720088019 0.009060651625429168 -0.0029733707539824094 -0.00092369002838149107 0.0026597614663728866
leaf_weight=64 52 62 72 67 81 72 68 1706 91 62 58 52 52 94 95 80 54 67
leaf_count=64 52 62 72 67 81 72 68 1706 91 62 58 52 52 94 95 80 54 67
internal_value=0 0.00413291 0.00378926 -0.000412378 -0.00377027 0.00216664 0.00470965 0.00397882 -1.89951e-05 0.00754878 0.00586826 0.00428331 0.00413718 0.00444096 0.00465645 0.00123537 0.00282336 -0.000393667
internal_weight=0 2609 2371 340 148 192 140 2309 163 238 176 2146 2094 1895 1801 199 118 147
internal_count=2949 2609 2371 340 148 192 140 2309 163 238 176 2146 2094 1895 1801 199 118 147
is_linear=0
shrinkage=0.16829


Tree=8510
num_leaves=18
num_cat=0
split_feature=4 2 11 2 2 150 4 2 42 4 47 42 16 1212 4 16 52
split_gain=9.57359 2.5948 1.33862 1.28786 0.96901 1.1567 0.749366 0.622729 0.65067 0.269227 0.204845 0.204112 0.155572 0.14175 0.200544 0.118904 0.114645
threshold=0.27998000000000006 0.14253500000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.094905000000000017 0.082085000000000019 -0.15764999999999998 0.14019000000000004 0.090295000000000014 -0.17568999999999999 0.11381500000000001 -0.011964999999999998 -0.53342999999999996 0.083355000000000026 -0.082619999999999985 -0.026479999999999997 -0.054584999999999995
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 10 9 -4 8 12 -6 13 -11 -2 14 -5 -15 -1
right_child=7 -3 6 4 5 -7 -8 -9 -10 11 -12 -13 -14 15 -16 -17 -18
leaf_value=0.00043793464202492016 0.00062137019858831191 0.00033965135049896531 0.0010014010111720102 0.0010704820470930562 0.0010423321960396832 0.00044058004872195739 0.0014409344688710217 5.0973276628236513e-05 0.00012619326030663554 0.00092949623345665606 0.00079656687049658157 0.00078350574070430007 0.00041727087114804728 0.00094452669123241463 0.00096868803519595584 0.0007754147738582779 0.00066042360396734645
leaf_weight=52 70 84 89 274 84 79 82 78 72 169 75 292 102 193 1054 63 52
leaf_count=52 70 84 89 274 84 79 82 78 72 169 75 292 102 193 1054 63 52
internal_value=0 0.000910981 0.000929729 0.000909465 0.000925847 0.000814641 0.00121238 0.000308152 0.000390221 0.000868798 0.000967654 0.000837101 0.000500539 0.000975732 0.000989717 0.000903047 0.000549518
internal_weight=0 2642 2558 2387 2283 624 171 322 244 545 1659 461 172 1584 1328 256 104
internal_count=2964 2642 2558 2387 2283 624 171 322 244 545 1659 461 172 1584 1328 256 104
is_linear=0
shrinkage=0.0032998


Tree=8511
num_leaves=26
num_cat=0
split_feature=1 3 15 14 12 1 3 150 49 12 1 13 16 12 3 3 1 48 16 15 3 39 1 13 15
split_gain=10.325 1.77409 1.27405 0.882854 0.813536 0.500582 0.533719 0.576534 0.429492 0.360645 0.350852 0.281847 0.217989 0.261574 0.194706 0.178186 0.165818 0.132725 0.112803 0.107884 0.102961 0.0951132 0.0833519 0.066661 0.0521033
threshold=0.10123500000000001 -0.049204999999999992 -0.24211499999999997 0.064610000000000015 0.056995000000000011 0.15028500000000003 0.090170000000000014 1.0000000180025095e-35 -0.011779999999999997 0.11755500000000001 0.085720000000000005 -0.27740999999999993 -0.18817999999999999 0.084065000000000015 -0.0031199999999999995 0.076825000000000018 0.11584000000000001 0.093225000000000016 -0.088824999999999987 -0.085999999999999979 -0.086504999999999985 0.095830000000000012 0.10667500000000001 -0.0094049999999999984 -0.083859999999999976
decision_type=2 2 2 2 2 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 6 21 11 -4 12 15 -8 -6 20 -12 -1 22 18 -15 -19 -14 23 -10 -3 -16
right_child=1 5 8 -5 9 -7 7 -9 16 -11 14 -13 13 17 24 -17 -18 19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00089390303780264321 0.00034095482426034957 0.00048696093276689388 0.00064140834470185527 0.0013504604304066597 0.00089822477689005162 0.00016369170891135745 0.00057148650394544241 0.00037161213708980739 0.00096740327987058551 0.00081314267827232404 0.00059128769851108048 0.00087403034527154142 0.0011228088565568217 0.0011237608115250049 0.00075984253177714884 0.0011375247714860103 0.00084458716641149184 0.0010461318917911122 0.0010463615301744809 0.00083075267367880179 0.0013061961730760818 0.00027735409070073002 0.001154809290381114 0.00033873669038743197 0.0009143231128446326
leaf_weight=97 55 92 54 93 92 54 60 68 58 70 54 79 85 270 52 52 65 53 1119 54 62 64 54 55 53
leaf_count=97 55 92 54 93 92 54 60 68 58 70 54 79 85 270 52 52 65 53 1119 54 62 64 54 55 53
internal_value=0 0.000588089 0.000793345 0.00103463 0.00102071 0.000463643 0.000502308 0.000621631 0.000900905 0.00104755 0.000863316 0.000743689 0.00105699 0.00106585 0.000754534 0.000979162 0.000979874 0.00105261 0.00106143 0.000937765 0.0012004 0.000385081 0.00105807 0.000431743 0.000838154
internal_weight=0 758 286 2206 2113 472 418 207 231 1805 308 139 1735 1643 159 149 177 1496 1389 107 147 211 112 147 105
internal_count=2964 758 286 2206 2113 472 418 207 231 1805 308 139 1735 1643 159 149 177 1496 1389 107 147 211 112 147 105
is_linear=0
shrinkage=0.0032998


Tree=8512
num_leaves=27
num_cat=0
split_feature=1 12 4 15 1 4 4 151 4 12 48 123 15 11 12 1 13 4 0 0 4 475 0 1 15 13
split_gain=5.61276 1.25213 0.592776 0.813885 0.553243 0.475428 0.352843 0.348567 0.323989 0.270042 0.253041 0.209408 0.211547 0.206797 0.202177 0.134066 0.113686 0.10746 0.103 0.100891 0.0964263 0.112202 0.0892635 0.0541252 0.05252 0.0386204
threshold=0.11829500000000003 0.056995000000000011 0.27998000000000006 -0.43091499999999999 0.086115000000000011 0.6214050000000001 0.27120500000000008 -1.0000000180025095e-35 -0.15615999999999999 0.084065000000000015 0.08956500000000002 0.085705000000000017 -0.015539999999999998 0.080150000000000013 0.091290000000000024 0.079225000000000004 -0.084509999999999988 -0.082619999999999985 -0.084044999999999995 -0.14820499999999998 -0.098074999999999982 -0.065099999999999977 -0.0033699999999999993 0.082295000000000021 -0.056634999999999991 -0.087144999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 7 5 15 -4 9 -2 -6 17 -9 12 19 14 16 24 23 -3 -18 -10 -16 -22 -15 -11 -1 -19
right_child=2 6 3 -5 8 -7 -8 10 11 13 -12 -13 -14 22 20 -17 18 25 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=0.00071286122010114344 0.00017694185821205647 0.00097302080348535573 0.00054991615048023842 -0.00010772740648812957 0.00069053003730352015 0.0001161994631196882 0.00046316625932307825 0.00065068008493077503 0.0006047364593485924 0.00072109667226903965 0.00034029110634966708 0.00025127444400629983 0.00031356428756020992 0.00096667866219809378 0.00053853456350531784 0.00084055085553408901 0.00082668064468587358 0.00085702271550863968 0.0007367180121005245 0.00045353007292604281 0.00083528942819612961 0.00067437277367304806 0.0007755812263504164 0.00061033082289749718 0.00056283623468422522 0.00072921738967385524
leaf_weight=58 53 63 52 86 69 59 53 60 103 279 56 54 65 52 54 59 267 65 319 96 53 658 62 64 52 53
leaf_count=58 53 63 52 86 69 59 53 60 103 279 56 54 65 52 54 59 267 65 319 96 53 658 62 64 52 53
internal_value=0 0.000692826 0.000256196 0.000132928 0.000553734 0.000319699 0.000730682 0.000399677 0.000484663 0.000737792 0.000501141 0.000439883 0.000478329 0.000725502 0.000716224 0.000711695 0.000749289 0.000860363 0.000777768 0.00053197 0.000676025 0.000686418 0.000863058 0.000700532 0.000642261 0.000799917
internal_weight=0 2598 366 197 556 111 2042 169 387 1989 116 318 264 1808 1694 169 929 181 586 199 765 711 114 343 110 118
internal_count=2964 2598 366 197 556 111 2042 169 387 1989 116 318 264 1808 1694 169 929 181 586 199 765 711 114 343 110 118
is_linear=0
shrinkage=0.0032998


Tree=8513
num_leaves=20
num_cat=0
split_feature=4 15 16 1348 39 3 133 3 39 52 52 1452 16 13 13 13 16 160 52
split_gain=0.342768 0.243271 0.168727 0.132914 0.117489 0.115752 0.0923671 0.127508 0.0763855 0.0924122 0.0704225 0.0590917 0.0579111 0.0814578 0.0699082 0.0545535 0.0339212 0.0322855 0.0284016
threshold=0.31392000000000003 -0.43091499999999999 -0.53342999999999996 0.084490000000000023 0.08456000000000001 0.11269500000000002 -0.13093499999999997 -0.088314999999999991 0.089285000000000017 -0.082384999999999986 -0.5602649999999999 0.094585000000000016 -0.005239999999999999 0.10783500000000001 -0.16140499999999997 -0.044684999999999996 -0.092864999999999989 -0.075689999999999993 0.085020000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 -3 4 6 17 7 -1 -6 -10 -8 12 14 -14 -12 16 -9 -2 -17
right_child=1 2 -4 -5 8 -7 10 15 9 -11 11 -13 13 -15 -16 18 -18 -19 -20
leaf_value=0.0169525728384642 -0.0014162876442076313 0.00094372639397065491 -0.010106442434815092 -0.0022951625094506109 -0.0017743553864671994 0.011206379757349451 0.011716250085546959 0.013241956245885362 0.0099145699396105472 0.0010392856339761481 0.0004794033521180573 0.011551690318211918 0.0039059298684753054 0.010883070216817909 0.0066957529285447612 0.0021378498681826285 0.007524618476737608 0.0044144582645662556 0.0076063038316153148
leaf_weight=52 52 78 78 53 78 53 63 56 58 79 54 53 580 52 1293 54 67 55 56
leaf_count=52 52 78 78 53 78 53 63 56 58 79 54 53 580 52 1293 54 67 55 56
internal_value=0 0.000153147 -0.00456984 0.00602301 0.00619359 0.00476929 0.00653438 0.00938883 0.00241279 0.00480982 0.0061452 0.0059716 0.00582125 0.00448284 0.00644788 0.00769307 0.0101422 0.00156403 0.00493812
internal_weight=0 316 156 2648 2595 160 2380 285 215 137 2095 2032 1979 632 1347 233 123 107 110
internal_count=2964 316 156 2648 2595 160 2380 285 215 137 2095 2032 1979 632 1347 233 123 107 110
is_linear=0
shrinkage=0.16829


Tree=8514
num_leaves=28
num_cat=0
split_feature=1 1 12 1 0 10 39 16 0 0 51 0 16 123 1446 12 3 12 0 3 0 16 16 0 0 16 3
split_gain=6.50143 1.11785 0.993318 0.580149 0.622033 0.57875 0.452428 0.398981 0.327919 0.279281 0.256787 0.259522 0.216855 0.204462 0.20121 0.178715 0.137332 0.177438 0.115781 0.107773 0.100349 0.140901 0.0866027 0.0570559 0.0469554 0.0277678 0.0269823
threshold=0.10331000000000003 0.12765500000000005 0.089585000000000012 0.086005000000000012 0.056895000000000008 -1.0000000180025095e-35 0.0047850000000000011 -0.33811499999999994 -0.09712999999999998 -0.14164999999999997 0.017990000000000003 -0.13843999999999998 0.46043000000000006 0.080635000000000012 0.088415000000000007 0.08401500000000002 -0.078759999999999983 0.084065000000000015 -0.22163999999999998 -0.085744999999999988 -0.082844999999999988 -0.06859999999999998 0.10134000000000001 -0.072924999999999976 -0.064179999999999973 0.42146500000000003 -0.005644999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 9 -3 8 -7 18 26 11 -2 14 -13 16 -10 17 -11 -5 -17 -21 -22 -9 -4 -18 -25 -1
right_child=1 5 23 6 -6 7 -8 22 15 12 -12 13 -14 -15 -16 19 24 -19 -20 20 21 -23 -24 25 -26 -27 -28
leaf_value=0.00094359609679684734 0.00023653546786485857 5.6741794785558316e-06 0.00083378512313764838 0.00067574761583652639 0.00052041405137102275 0.00018054588702924788 0.00041298238743257869 0.0005796109259410435 0.00061126253899595909 0.00097344679144183318 0.00058296002341581084 0.00060401299919145236 0.00063712192064772401 0.00031695483324382608 0.00066366868523747209 0.0008986416214981143 0.00076740093145733293 0.00084663422284567342 0.00045987091385565388 0.00085930546192387988 0.00060696481111675361 0.00080075110264753722 0.0003902314365381259 0.00063671613470875441 0.00087044655573501409 0.00075188409005922329 0.0010567009451893314
leaf_weight=59 102 71 53 59 70 82 53 55 63 145 75 58 64 52 72 100 279 853 53 91 72 102 54 52 66 54 55
leaf_count=59 102 71 53 59 70 82 53 55 63 145 75 58 64 52 72 100 279 853 53 91 72 102 54 52 66 54 55
internal_value=0 0.000431887 0.000532457 0.000794462 0.000826184 0.000260551 0.000705439 0.000355112 0.000734078 0.000839598 0.000416267 0.00035713 0.000827329 0.000468633 0.000835907 0.00077591 0.000845115 0.000865094 0.000573906 0.000804232 0.000768473 0.000720766 0.000486113 0.000741963 0.000787216 0.000695719 0.000998473
internal_weight=0 708 446 2256 1663 262 593 191 540 1593 287 212 1479 110 1415 428 1343 998 112 365 265 174 109 159 345 106 114
internal_count=2964 708 446 2256 1663 262 593 191 540 1593 287 212 1479 110 1415 428 1343 998 112 365 265 174 109 159 345 106 114
is_linear=0
shrinkage=0.0032998


Tree=8515
num_leaves=28
num_cat=0
split_feature=1 1 3 12 47 4 14 14 12 12 402 151 42 3 3 4 1 42 12 151 42 12 4 52 42 15 12
split_gain=8.51414 1.23769 1.01628 0.705399 0.531852 0.507447 0.462842 0.460327 0.305825 0.263553 0.257536 0.245394 0.204685 0.203583 0.156557 0.138683 0.137403 0.135526 0.134503 0.119788 0.111914 0.109833 0.044919 0.0520585 0.0428494 0.0414442 0.00440881
threshold=0.10921500000000002 0.092845000000000025 -0.057749999999999989 -0.085549999999999973 1.0000000180025095e-35 0.25367000000000006 -0.40567999999999999 0.064610000000000015 0.09253500000000002 -0.083979999999999985 0.089310000000000014 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.11151499999999999 -0.080624999999999988 0.015030000000000002 0.088885000000000006 0.085695000000000007 0.096535000000000024 -0.085164999999999977 0.085790000000000019 0.056995000000000011 -0.012164999999999999 0.088485000000000008 0.11697 0.096235000000000015 0.096055000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 -3 6 -2 -4 8 10 -8 13 -5 22 -1 -14 -11 19 -18 -16 -15 -12 -13 23 -10 -20 26 -23
right_child=2 3 4 11 -6 -7 9 -9 12 15 20 21 14 16 18 -17 17 -19 24 -21 -22 25 -24 -25 -26 -27 -28
leaf_value=0.00074092436823973364 0.00079124377429957353 0.0003898964680474589 0.0005190878398662834 0.00059983719946219609 0.00053013874743373858 0.00041710412147068861 3.5946266169355739e-05 0.0011523924760154017 0.0010011393356024229 0.00039747318333280843 0.00097217146120835598 0.00069316341868151513 0.00060868102477271168 0.0010279271455497475 0.00090900129466129232 0.00017916012455014359 0.00070041197592820106 0.00092460152138857125 0.00078943534837298975 0.00091846399057177359 0.0011490163166132908 0.00086714330233935268 0.00084029823288798934 0.00087140644291148746 0.00066419979575701657 0.000786422149582293 0.000926306602570993
leaf_weight=76 94 64 54 74 97 69 87 83 80 55 97 62 54 131 92 77 61 61 91 899 72 73 87 71 52 69 56
leaf_count=76 94 64 54 74 97 69 87 83 80 55 97 62 54 131 92 77 61 61 91 899 72 73 87 71 52 69 56
internal_value=0 0.00087687 0.000415772 0.00070837 0.000319943 0.000633082 0.000245129 0.000910267 0.000899804 0.000177416 0.00092558 0.00076929 0.000831408 0.000908742 0.000771556 0.000270391 0.000919782 0.000812796 0.000808832 0.00093242 0.00104772 0.000817383 0.000903939 0.000940372 0.000744142 0.000856102 0.0008931
internal_weight=0 2405 533 398 370 163 273 2007 1924 219 1397 334 527 1228 289 132 1152 122 235 1030 169 260 238 151 143 198 129
internal_count=2938 2405 533 398 370 163 273 2007 1924 219 1397 334 527 1228 289 132 1152 122 235 1030 169 260 238 151 143 198 129
is_linear=0
shrinkage=0.0032998


Tree=8516
num_leaves=16
num_cat=0
split_feature=4 12 124 4 45 1212 457 151 148 3 12 1212 403 403 4
split_gain=0.344353 0.142461 0.147459 0.140573 0.136557 0.117842 0.0898417 0.119407 0.153309 0.142627 0.138241 0.0854213 0.243119 0.0994896 0.0833349
threshold=0.27258000000000004 0.093455000000000024 -0.078884999999999983 0.5567700000000001 0.08179500000000002 0.11579500000000002 0.11662500000000002 -0.086654999999999982 -0.062044999999999996 -0.088584999999999983 1.0000000180025095e-35 0.089955000000000021 -0.088229999999999989 -0.5407249999999999 0.44128500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 14 5 6 7 9 -9 -1 -11 13 -13 -10 -4
right_child=1 -3 3 -5 -6 -7 -8 8 11 10 -12 12 -14 -15 -16
leaf_value=-0.0055763741289124842 -0.0053757447392052344 -0.0067078887702801768 0.0031258188438146321 -0.0036475210058679172 0.014182883878380178 0.01225906133508451 -0.0010759160565658014 0.014639945273977519 0.011960506661929072 -0.0009858130920073092 0.0096095994913812464 -0.0072858021663544277 0.0078179610272486599 0.0056506299718138732 0.010880113614169438
leaf_weight=57 63 70 97 53 53 72 60 55 74 68 71 53 70 1955 67
leaf_count=57 63 70 97 53 53 72 60 55 74 68 71 53 70 1955 67
internal_value=0 7.7246e-05 0.00177995 0.00386568 0.00570678 0.00552886 0.00533139 0.00549212 0.00584593 0.00149898 0.00441331 0.00562034 0.00129523 0.00588164 0.00630469
internal_weight=0 350 280 217 2588 2535 2463 2403 2207 196 139 2152 123 2029 164
internal_count=2938 350 280 217 2588 2535 2463 2403 2207 196 139 2152 123 2029 164
is_linear=0
shrinkage=0.16829


Tree=8517
num_leaves=24
num_cat=0
split_feature=1 3 123 15 3 150 15 150 1 42 15 3 52 3 1 1 12 12 401 42 15 1 11
split_gain=12.8773 1.82796 1.44542 0.762229 0.528624 0.502201 0.418372 0.545685 0.317691 0.265886 0.26993 0.27699 0.522873 0.251914 0.225478 0.222441 0.218295 0.202344 0.127499 0.137479 0.0673342 0.023492 0.0226689
threshold=0.10921500000000002 -0.057749999999999989 1.0000000180025095e-35 -0.094389999999999988 0.3148450000000001 0.11680000000000001 -0.21242999999999998 0.085425000000000015 0.13300500000000001 0.12650500000000003 0.039965000000000007 -0.115685 -0.23682999999999996 -0.13117499999999996 0.096475000000000019 0.093435000000000004 0.09227500000000001 0.085845000000000019 0.086390000000000008 0.0069650000000000016 0.089255000000000015 0.12288500000000001 0.076235000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 -2 6 9 8 21 -3 10 11 12 -1 -12 -4 16 -13 -17 19 -15 -20 -8 -14
right_child=1 4 14 -5 -6 -7 7 -9 -10 -11 13 15 22 18 -16 17 -18 -19 20 -21 -22 -23 -24
leaf_value=0.0010406508428163093 0.00033974026081678695 0.00031169158543620641 0.00069342309843410937 0.00080728340202340339 -3.571530690311115e-06 0.00064292664703500808 0.00048157062081565329 0.00013229897103101565 -3.342058474711757e-05 0.00070105274632631007 0.001181822337222147 0.00097502421681893608 0.00058520249101036014 0.00099285111415632057 0.00039357337497775109 0.00064557498308954119 0.00085915522662609366 0.00093376463952543685 0.0011411038879144428 0.00090432184268525733 0.00098267715881705841 0.00058730259562346922 0.00069114345125997282
leaf_weight=54 61 56 54 102 92 67 53 57 60 53 65 662 52 419 57 57 251 52 67 381 62 52 52
leaf_count=54 61 56 54 102 92 67 53 57 60 53 65 662 52 419 57 57 251 52 67 381 62 52 52
internal_value=0 0.000341271 0.000908283 0.000632529 0.000212865 0.000926099 0.000284619 0.000393052 0.000132882 0.000934603 0.000940281 0.000906139 0.000776175 0.000980775 0.000539764 0.000926197 0.000943208 0.000783383 0.00096667 0.000950733 0.00106523 0.000534269 0.000638512
internal_weight=0 533 2405 163 370 2294 278 162 116 2227 2174 1180 158 994 111 1022 913 109 929 800 129 105 104
internal_count=2938 533 2405 163 370 2294 278 162 116 2227 2174 1180 158 994 111 1022 913 109 929 800 129 105 104
is_linear=0
shrinkage=0.0032998


Tree=8518
num_leaves=28
num_cat=0
split_feature=1 4 12 1 457 14 12 1 0 150 3 4 43 13 4 4 4 43 52 52 3 0 0 52 0 4 12
split_gain=8.94251 1.24996 0.95861 0.822501 0.805663 0.579689 0.511894 0.458467 0.422144 0.245335 0.210577 0.166205 0.165993 0.163978 0.163768 0.14669 0.144801 0.142693 0.123676 0.108034 0.0831436 0.102595 0.0823187 0.101965 0.10892 0.0641463 0.0510454
threshold=0.10921500000000002 0.27420500000000009 0.085075000000000026 0.092845000000000025 0.082870000000000013 0.064610000000000015 -1.0000000180025095e-35 0.13074500000000003 -0.071299999999999988 0.085425000000000015 -0.062694999999999987 0.51395000000000002 -0.0068849999999999996 0.036560000000000002 0.0054350000000000015 -0.42305999999999994 0.00059000000000000014 0.054875000000000007 0.0030150000000000008 -0.072144999999999987 -0.072649999999999978 -0.067134999999999986 -0.12368999999999998 0.08673500000000002 -0.094949999999999993 -0.080324999999999994 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 5 6 8 -5 12 14 -2 16 -9 -3 15 22 -10 26 18 -16 -4 21 -17 -1 24 -24 -25 -8
right_child=1 7 19 4 -6 -7 10 11 13 -11 -12 -13 -14 -15 17 20 -18 -19 -20 -21 -22 -23 23 25 -26 -27 -28
leaf_value=0.00080909240837286078 0.00049831647194102625 0.00027516682907088229 0.00090741068305877554 0.0005152241221945957 0.00044137014257849367 0.0011791976937493987 0.00082378710174233101 0.00023457003958683102 0.00096263751933591815 0.0002160988272676807 0.0010550260130741348 1.6740351432122294e-05 0.00052286336578477176 0.00065332063921306831 0.00071853700290105808 0.00074231368764316385 0.0006757120583328793 0.00099873193395666948 0.00088523215815075216 0.00069757242327116577 0.00070593455829830339 0.0009319771696192819 0.0011007029332370248 0.00085015767927206919 0.00095172764868651691 0.00093568437586794863 0.00095085093267552442
leaf_weight=58 94 57 56 52 78 83 91 82 71 53 57 72 63 74 102 63 54 52 100 56 88 68 61 187 765 235 66
leaf_count=58 94 57 56 52 78 83 91 82 71 53 57 72 63 74 102 63 54 52 100 56 88 68 61 187 765 235 66
internal_value=0 0.000408041 0.000572509 0.00088059 0.000743066 0.000907844 0.000816495 0.000252448 0.000896119 0.000396804 0.000874819 0.000132956 0.000405501 0.000794221 0.000919873 0.000830053 0.00082597 0.000841805 0.000801234 0.000802806 0.000786908 0.000841034 0.000935029 0.000940854 0.000962772 0.000897869 0.000877427
internal_weight=0 533 259 2405 398 2007 320 274 1924 147 268 154 120 364 1560 290 211 254 202 112 219 131 1306 1248 826 422 157
internal_count=2938 533 259 2405 398 2007 320 274 1924 147 268 154 120 364 1560 290 211 254 202 112 219 131 1306 1248 826 422 157
is_linear=0
shrinkage=0.0032998


Tree=8519
num_leaves=25
num_cat=0
split_feature=1 3 1 34 47 457 12 42 12 3 0 0 3 402 3 402 41 12 0 0 43 3 42 43
split_gain=6.85168 1.17037 0.615916 0.5199 0.518532 0.491302 0.415471 0.277756 0.27025 0.240279 0.232075 0.210171 0.454078 0.223065 0.194671 0.177261 0.148052 0.140828 0.12635 0.229744 0.0689037 0.0471571 0.036485 0.0311454
threshold=0.10921500000000002 -0.055389999999999988 0.092845000000000025 -0.023104999999999997 0.07813500000000001 0.08351500000000002 -0.0089849999999999982 0.12462000000000002 0.10595000000000002 -0.078584999999999988 -0.14720499999999997 -0.14920999999999998 0.084670000000000009 0.089220000000000008 -0.086064999999999989 0.08406000000000001 0.075585000000000013 0.083885000000000015 -0.10298499999999998 -0.051824999999999989 -0.0032799999999999995 -0.081084999999999977 0.09087000000000002 -0.013049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 7 -3 10 6 -4 11 22 20 -5 12 -1 15 -15 16 17 -13 -12 -20 -8 -16 -2 -11
right_child=1 3 5 4 -6 -7 9 -9 -10 23 18 13 -14 14 21 -17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.0010945231925979947 0.00071211817181787533 -4.7718248098811683e-05 0.00041335208244394893 1.1056167452376823e-05 0.00050388143884494245 0.0003813177232001321 0.0007188711395334957 0.00052782425855243573 0.00036382740288116999 0.00075556694252566922 0.0003890398713024424 0.00067366294206069031 0.00070035682984388367 0.0010112402053288501 0.00086995127635759587 0.00057809759632922425 0.00092114217882287872 0.00076385691946465539 5.4810594288807766e-05 0.00035529893799621362 0.00055803043018445495 0.00074479305271158336 0.00058622869320401963 0.00086513894451691249
leaf_weight=66 58 63 54 55 83 75 53 53 53 52 55 231 63 68 61 65 59 1251 60 52 73 90 54 91
leaf_count=66 58 63 54 55 83 75 53 53 53 52 55 231 63 68 61 65 59 1251 60 52 73 90 54 91
internal_value=0 0.000328403 0.000742048 0.000224704 0.00028109 0.000622989 0.000678995 0.00076564 0.00055947 0.00073219 0.000197636 0.000772073 0.000902296 0.000762849 0.000862709 0.00074921 0.000756404 0.000749822 0.000258873 0.000194638 0.000625965 0.000795587 0.000651736 0.000825541
internal_weight=0 533 2405 368 305 398 323 2007 165 269 222 1954 129 1825 219 1606 1541 1482 167 112 126 151 112 143
internal_count=2938 533 2405 368 305 398 323 2007 165 269 222 1954 129 1825 219 1606 1541 1482 167 112 126 151 112 143
is_linear=0
shrinkage=0.0032998


Tree=8520
num_leaves=27
num_cat=0
split_feature=3 150 49 16 1446 0 2 129 12 2 2 40 47 157 150 1209 13 16 157 40 12 16 2 2 3 2
split_gain=0.280354 0.222299 0.160484 0.121063 0.16967 0.135263 0.130782 0.0958012 0.0952926 0.178006 0.119747 0.16244 0.0884577 0.0861082 0.146636 0.0732004 0.0735367 0.0731027 0.0729588 0.0728679 0.0704299 0.0681505 0.061547 0.0606461 0.0468664 0.0628361
threshold=-0.07249499999999999 0.08926000000000002 -0.054684999999999991 -0.014129999999999998 0.037915000000000011 -0.071379999999999985 0.10510500000000002 0.086145000000000013 -0.14392999999999997 0.14132000000000003 -1.0000000180025095e-35 -0.081239999999999993 0.080075000000000021 -0.080684999999999993 0.10233000000000002 -0.077039999999999983 -0.099244999999999986 -0.080789999999999987 -0.055684999999999991 -0.078179999999999986 -1.0000000180025095e-35 -0.051259999999999993 0.079570000000000016 0.083815000000000014 -0.15963499999999997 0.10573500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 -3 5 7 6 12 13 -2 10 19 -12 15 14 -5 -1 -17 -7 -15 -10 21 -13 -22 -18 -20 -26
right_child=1 2 -4 4 -6 17 -8 -9 9 -11 11 20 -14 18 -16 16 23 -19 24 -21 22 -23 -24 -25 25 -27
leaf_value=0.0013504584198080567 0.010464830998611591 0.0019993241567475184 -0.0098033199645000089 0.014655900142932244 -0.0015346669288906348 0.01771099503789586 -0.00067020701909826445 -0.00050841637103031198 0.0039370323773819755 -0.0030382537070232254 0.013812600767387728 0.0053131279671722138 0.013109425320255958 0.00014354298580653718 0.0035356943915777548 0.0021124278110182088 0.010615754822009585 0.0096290795571218578 0.0022097469506901462 -0.0044151887049070949 0.0016592386671697877 -0.0032948405316824956 0.0068233079228692097 0.0073347909753524758 0.0063599126090582237 0.012516756421739814
leaf_weight=53 73 82 54 91 87 59 52 53 64 88 66 52 87 57 54 60 226 72 61 55 81 52 361 576 319 56
leaf_count=53 73 82 54 91 87 59 52 53 64 88 66 52 87 57 54 60 226 72 61 55 81 52 361 576 319 56
internal_value=0 0.0036557 -0.00267381 0.00709082 0.00545279 0.00816474 0.00752693 0.00633514 0.00462275 0.00409983 0.00496159 0.00591142 0.00795412 0.00690646 0.010527 0.00746198 0.00783566 0.0132827 0.00583797 6.16647e-05 0.00495304 0.000991869 0.00588102 0.00826159 0.0065783 0.00728413
internal_weight=0 1028 136 1963 778 1185 1054 691 892 819 731 612 1002 638 145 915 862 131 493 119 546 104 442 802 436 375
internal_count=2991 1028 136 1963 778 1185 1054 691 892 819 731 612 1002 638 145 915 862 131 493 119 546 104 442 802 436 375
is_linear=0
shrinkage=0.16829


Tree=8521
num_leaves=26
num_cat=0
split_feature=12 13 12 133 13 457 52 40 12 12 52 13 13 42 39 42 49 52 157 49 49 156 40 484 42
split_gain=5.36765 1.04238 0.798176 0.579999 0.516328 0.40313 0.465847 0.323679 0.258044 0.235219 0.179692 0.160069 0.14916 0.136371 0.127228 0.107285 0.100253 0.0824705 0.0796666 0.0969276 0.0726683 0.0654162 0.0457621 0.0383255 0.0257712
threshold=0.056995000000000011 -0.072634999999999991 0.14472000000000004 0.087045000000000025 -0.15569499999999997 0.092385000000000009 -0.090304999999999983 -0.0020749999999999996 0.09253500000000002 -0.090069999999999997 0.0035300000000000006 0.11671500000000001 0.032645000000000007 -0.08588999999999998 0.087690000000000004 0.09901500000000002 -0.0061499999999999992 -0.25811499999999993 -0.087084999999999982 -0.081019999999999981 -0.011914999999999999 0.083490000000000023 -0.011594999999999999 -0.058209999999999991 -0.065449999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 5 -2 6 21 -8 15 14 16 12 13 -10 -1 18 -9 -14 -6 -20 -21 -3 -11 -15 -19
right_child=2 3 -4 -5 8 -7 7 10 11 22 -12 -13 17 23 -16 -17 -18 24 19 20 -22 -23 -24 -25 -26
leaf_value=0.00051693506328976367 0.00055138799056664528 0.00075863590948899997 0.00044251514444716602 0.00031222120219843329 0.00095124476040232245 0.00036058557863589903 0.00076926627026525105 0.00057191950786959452 0.00094920112297994914 0.00016056434569561206 0.00065809729335520716 0.00091813844312705966 0.00078877150776091585 0.00069870012817858517 0.00030161629868285047 0.0010133989924357961 0.00039158409519354467 0.00067963784895055815 0.00072699319999749849 0.00096641997680699102 0.00084906513967105833 0.00092857514984031404 0.00028589097507530019 0.00078920401633539598 0.00056947690526552917
leaf_weight=72 74 52 62 77 95 57 83 55 58 64 76 91 52 67 53 52 93 53 71 66 980 55 67 412 54
leaf_count=72 74 52 62 77 95 57 83 55 58 64 76 91 52 67 53 52 93 53 71 66 980 55 67 412 54
internal_value=0 0.000497358 0.000812805 0.000578648 0.000823592 0.000622129 0.000658054 0.000592323 0.000833396 0.000323209 0.000526602 0.000785984 0.000768654 0.000795324 0.000425922 0.000862888 0.000458839 0.000678359 0.000856401 0.000848303 0.000856504 0.000846317 0.000224932 0.000776618 0.000624372
internal_weight=0 804 2187 548 2125 471 414 307 2051 256 224 787 696 537 125 1264 148 159 1212 1117 1046 107 131 479 107
internal_count=2991 804 2187 548 2125 471 414 307 2051 256 224 787 696 537 125 1264 148 159 1212 1117 1046 107 131 479 107
is_linear=0
shrinkage=0.0032998


Tree=8522
num_leaves=32
num_cat=0
split_feature=1 3 2 2 10 3 2 2 51 2 16 43 4 1 2 52 474 51 12 52 2 42 160 4 16 3 16 43 3 4 4
split_gain=9.29418 2.13216 0.857245 0.889971 0.729747 0.611971 0.60207 0.383471 0.420541 0.357474 0.247121 0.238828 0.46814 0.217755 0.388814 0.159679 0.147455 0.153098 0.138912 0.131996 0.126347 0.151873 0.116406 0.0998398 0.0980107 0.0606818 0.0547655 0.0504235 0.0558693 0.0326812 0.0172308
threshold=0.10471000000000001 -0.036264999999999992 0.14253500000000002 -1.0000000180025095e-35 -0.00189 -0.07249499999999999 0.11504500000000002 0.11183000000000003 -0.092389999999999986 0.10869000000000002 -0.08151499999999999 -0.18906999999999999 -0.42305999999999994 0.086165000000000005 0.08647500000000001 0.008405000000000001 0.083685000000000023 -0.085489999999999997 0.098785000000000012 0.11330000000000001 0.089795000000000014 0.087475000000000011 -1.0000000180025095e-35 0.024470000000000002 -0.053299999999999993 -0.095554999999999987 -0.026479999999999997 -0.012824999999999998 -0.081184999999999993 -0.080874999999999989 0.2642250000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 10 15 8 -7 -5 20 -12 -13 23 -15 18 19 -18 -2 -14 25 -22 -11 24 -10 -6 -9 29 -29 -27 -24
right_child=1 2 -4 9 5 7 -8 26 13 22 11 12 16 14 -16 -17 17 -19 -20 -21 21 -23 30 -25 -26 27 -28 28 -30 -31 -32
leaf_value=0.00057306720366106058 0.0010259631105493312 0.00018225336182986753 0.00010797112161551577 0.00081348300581590564 0.001174947812568121 0.0011416693707057635 0.00052668240408531967 0.00076938178693644621 0.00099473666586982583 0.00062220424313553829 0.00078713414921803213 0.0012819453324518606 0.00096384743863691855 0.00095306196638359245 0.00061640558913898368 0.00071036861198287081 0.001185280379672995 0.00098639756911132704 0.00079599009980029216 0.0008395759686138899 0.00088815257234708185 0.0010985112647525211 0.00047621949818678653 0.0010500799004937731 0.00080439394966754332 0.0010746052823393376 0.00061772446952066404 0.0010576617385028382 0.0011697579635180089 0.00096153512550758134 0.00038466039837935483
leaf_weight=52 70 90 103 52 73 76 89 61 55 54 74 55 668 71 81 55 63 146 52 114 97 65 52 66 72 59 52 163 82 77 52
leaf_count=52 70 90 103 52 73 76 89 61 55 54 74 55 668 71 81 55 63 146 52 114 97 65 52 66 72 59 52 163 82 77 52
internal_value=0 0.000519672 0.000368154 0.000457365 0.00096123 0.000970106 0.000749096 0.000871902 0.000917984 0.000575103 0.00100029 0.000970696 0.000983649 0.000868607 0.000773891 0.000860732 0.000967058 0.00104652 0.000928231 0.000945776 0.00105405 0.000972773 0.000496426 0.000943019 0.000887103 0.00108298 0.000699904 0.00106526 0.00109532 0.00101085 0.000430779
internal_weight=0 669 403 300 2322 2270 266 534 421 210 1736 1120 1046 345 152 177 991 209 122 782 616 162 158 193 127 454 113 381 245 136 104
internal_count=2991 669 403 300 2322 2270 266 534 421 210 1736 1120 1046 345 152 177 991 209 122 782 616 162 158 193 127 454 113 381 245 136 104
is_linear=0
shrinkage=0.0032998


Tree=8523
num_leaves=23
num_cat=0
split_feature=2 48 48 12 15 16 43 475 156 475 4 4 15 41 4 16 12 4 16 42 49 49
split_gain=0.192182 0.217156 0.163496 0.144887 0.222415 0.204477 0.117705 0.11346 0.120067 0.118221 0.107786 0.125489 0.0996334 0.0732478 0.100378 0.167386 0.0914219 0.208808 0.116916 0.0532903 0.047287 0.0237256
threshold=0.11152000000000002 -1.0000000180025095e-35 0.094275000000000012 -1.0000000180025095e-35 -0.016999999999999998 -0.013125 -0.069134999999999988 -0.086839999999999987 0.081990000000000021 -0.08323499999999999 0.50541500000000006 0.074650000000000008 -0.013439999999999999 0.083565000000000014 -0.17568999999999999 0.25032500000000008 0.085075000000000026 0.0019650000000000002 0.022165000000000004 0.095215000000000008 0.12141 0.090520000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 10 4 5 6 -1 8 -5 12 11 19 -9 14 15 -11 17 -16 -18 21 -4 -3
right_child=1 2 20 7 -6 -7 -8 9 -10 13 -12 -13 -14 -15 16 -17 18 -19 -20 -21 -22 -23
leaf_value=-0.0025094488209665379 -0.0068043907456290771 0.005813240885424808 -0.0027685448748542315 0.0068125798542753519 -0.0061463535273762982 0.01286560202129463 0.0077594113863108886 0.0067756431065932841 0.017904581875750371 0.018646757836240587 0.0016400541730347033 0.014084350388522095 -0.0033088729404985515 0.013365172997003275 0.0019844945463912268 0.0055681314236474188 0.0080173511453302468 0.010818529336750426 0.0039321965947482678 0.010169666024201879 0.0034098842055472122 0.0011393927497326923
leaf_weight=78 55 75 91 56 59 71 53 53 56 54 103 72 58 53 282 58 1152 104 242 55 57 54
leaf_count=78 55 75 91 56 59 71 53 53 56 54 103 72 58 53 282 58 1152 104 242 55 57 54
internal_value=0 0.00322673 0.00431847 0.00668696 0.00292926 0.00558896 0.00163141 0.00713851 0.0123746 0.0068524 0.00625916 0.00811061 0.00149007 0.0071575 0.00698266 0.0118899 0.00667288 0.0043693 0.00730945 0.00576329 -0.000376876 0.00387067
internal_weight=0 562 507 2429 261 202 131 2168 112 2056 359 256 111 1945 1892 112 1780 386 1394 184 148 129
internal_count=2991 562 507 2429 261 202 131 2168 112 2056 359 256 111 1945 1892 112 1780 386 1394 184 148 129
is_linear=0
shrinkage=0.16829


Tree=8524
num_leaves=35
num_cat=0
split_feature=3 150 43 49 131 2 41 41 12 2 3 403 2 51 3 15 42 16 49 51 43 42 12 16 12 12 42 42 3 43 50 42 52 43
split_gain=0.202214 0.138974 0.140022 0.114893 0.102135 0.149216 0.101529 0.186374 0.0891137 0.116128 0.19464 0.0849133 0.079204 0.124096 0.119844 0.0859505 0.0673662 0.0670259 0.0611099 0.0687316 0.074325 0.124083 0.0621092 0.0581036 0.0499157 0.0445922 0.0398697 0.068317 0.0522866 0.0396702 0.0336101 0.0325142 0.0302913 0.0113568
threshold=-0.073614999999999986 0.08926000000000002 -0.23538999999999996 -0.058504999999999995 0.09172000000000001 0.14492000000000002 0.077915000000000012 0.085175000000000015 0.087400000000000019 0.090215000000000004 -0.095554999999999987 -0.092059999999999989 0.079570000000000016 0.024640000000000006 1.0000000180025095e-35 -0.0039399999999999991 0.078120000000000009 -0.08151499999999999 0.11151500000000002 0.090560000000000015 -0.083134999999999987 -0.010184999999999998 0.097810000000000022 -0.041434999999999993 0.094195000000000015 0.088795000000000013 0.083925000000000013 0.082115000000000007 -0.085549999999999973 -0.040494999999999996 0.091385000000000008 -1.0000000180025095e-35 0.087665000000000007 0.0052850000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 -3 5 12 8 -8 9 10 -1 -12 14 15 23 -14 -11 24 19 20 21 -19 -22 -4 25 32 27 -13 -28 -27 -15 -26 -10 -31
right_child=1 3 4 -5 -6 -7 7 -9 17 16 11 26 13 30 -16 -17 -18 18 -20 -21 22 -23 -24 -25 31 29 28 -29 -30 33 -32 -33 -34 -35
leaf_value=0.014082290050654953 0.012305129165609795 0.002341071213282659 0.0071548614017598929 -0.0075391282736334249 0.0086940082146028351 -0.0042198332985232886 -0.0061589534737941948 0.0070233121149440364 0.013506137039372699 -0.0040814332170145753 -0.00090441616641809047 0.0049412670830496427 0.0012213715888526808 0.012553410099421394 -0.0063105649596809886 0.006238744742317605 0.0041389667035752449 0.0047586524421239541 0.011469786833160496 0.011381676003373973 0.005034298861574445 0.013489179343225287 -0.00021819094767402161 4.9942729635891287e-05 0.0092385329399406243 0.0030227287221550598 0.00053058055045625112 0.01249249752678231 0.0057122184603969105 0.009920521450277579 0.0066431111021339447 0.015301548076019553 0.0077178769448698796 0.0063413646334612916
leaf_weight=71 53 78 59 58 92 78 53 71 54 58 67 92 245 55 52 161 55 125 61 59 334 74 78 74 53 68 76 55 209 58 58 52 53 52
leaf_count=71 53 78 59 58 92 78 53 71 54 58 67 92 245 55 52 161 55 125 61 59 334 74 78 74 53 68 76 55 209 58 58 52 53 52
internal_value=0 0.00315549 0.00389315 -0.00185933 0.00338099 0.00275363 0.00605106 0.00137447 0.00637152 0.00484834 0.00582544 0.00464701 0.00352881 0.00459499 0.000528017 0.00321544 -6.44546e-05 0.00729795 0.00633931 0.00586952 0.00533431 0.00801421 0.00403553 0.00321526 0.00909017 0.00791667 0.00551216 0.00777878 0.00433675 0.00626 0.0095357 0.0122583 0.0106558 0.00824489
internal_weight=0 1063 927 136 874 782 1928 124 1804 683 570 499 704 519 185 406 113 1121 731 670 611 199 412 133 390 285 432 147 285 178 113 105 107 110
internal_count=2991 1063 927 136 874 782 1928 124 1804 683 570 499 704 519 185 406 113 1121 731 670 611 199 412 133 390 285 432 147 285 178 113 105 107 110
is_linear=0
shrinkage=0.16829


Tree=8525
num_leaves=17
num_cat=0
split_feature=4 123 3 3 13 9 4 1447 3 48 1213 3 123 3 52 15
split_gain=8.38768 2.07412 1.16678 0.423229 0.465198 0.282929 0.253974 0.427249 0.424983 0.334081 0.282491 0.220378 0.215037 0.172033 0.121037 0.0995037
threshold=0.31392000000000003 0.081180000000000016 0.18595000000000003 0.13772500000000001 0.060680000000000005 0.037245000000000007 -0.045759999999999988 -0.084999999999999978 0.10021000000000001 0.0036150000000000006 0.081410000000000024 -0.080884999999999985 0.085810000000000011 0.08796000000000001 -0.052874999999999991 -0.19153499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 12 6 7 -1 10 13 11 -8 15 -9 -3 -2
right_child=3 14 -4 -5 -6 -7 8 9 -10 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00061020631972507765 0.00055371198026665932 0.00035961919073528291 0.00036574195490797371 9.2847793771294534e-06 3.0275766872978348e-05 0.0010875026979257582 0.00087757784232232305 0.00086308944175386042 0.00051051297337513556 0.0011150202444398837 0.00057776609051631424 0.00078171273152130875 0.00024116199737667457 0.0010491930920194146 0.00055869805405872608 0.00035983775973946839
leaf_weight=65 66 95 57 67 53 52 529 1050 52 67 52 541 76 59 53 54
leaf_count=65 66 95 57 67 53 52 529 1050 52 67 52 541 76 59 53 54
internal_value=0 0.000811307 0.000833584 0.000242633 0.00030528 0.000844379 0.00083913 0.000872379 0.000803954 0.000886839 0.000817522 0.000829141 0.000379464 0.000873022 0.000431149 0.000466762
internal_weight=0 2672 2524 316 249 2467 2415 1241 1174 1176 1122 1070 196 1109 148 120
internal_count=2988 2672 2524 316 249 2467 2415 1241 1174 1176 1122 1070 196 1109 148 120
is_linear=0
shrinkage=0.0032998


Tree=8526
num_leaves=14
num_cat=0
split_feature=1 47 34 43 2 2 1213 1447 12 1447 158 159 12
split_gain=0.403812 0.138693 0.0982896 0.405607 0.132275 0.0969062 0.199308 0.127183 0.139835 0.116387 0.0923818 0.117592 0.0865646
threshold=0.13699000000000003 0.12665500000000005 -1.0000000180025095e-35 -0.081054999999999974 -0.007134999999999999 0.08895500000000002 0.084325000000000011 -0.082119999999999985 0.089165000000000008 -0.085574999999999984 -0.22218999999999997 -0.017619999999999997 -0.038859999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 9 7 -7 -9 -6 -11 -12 -2
right_child=12 -3 4 -5 5 6 -8 8 -10 10 11 -13 -14
leaf_value=-0.00073254571626173647 4.5033641893153662e-05 0.013293495852739702 -0.002857635829785776 0.019687745564935043 -0.00018103254510750265 0.012512317194598851 -0.0045745547958141279 0.0021288724730675781 0.0058183860717357077 -0.0005984490457232348 0.011847450850491194 0.0060692343274529291 -0.007822002910423875
leaf_weight=53 83 57 64 57 83 52 75 580 588 52 111 1058 75
leaf_count=53 83 57 64 57 83 52 75 580 588 52 111 1058 75
internal_value=0 0.00505784 0.00488791 0.00983255 0.00468299 0.00486936 0.00383421 0.00435262 0.0039878 0.00589599 0.00631056 0.00661943 -0.00367795
internal_weight=0 2830 2773 110 2663 2599 1295 1220 1168 1304 1221 1169 158
internal_count=2988 2830 2773 110 2663 2599 1295 1220 1168 1304 1221 1169 158
is_linear=0
shrinkage=0.16829


Tree=8527
num_leaves=20
num_cat=0
split_feature=4 3 39 3 0 14 14 0 4 0 16 43 401 4 4 4 16 49 403
split_gain=6.37281 1.72854 1.14569 0.352673 0.278174 0.493221 0.271075 0.31852 0.485876 0.336208 0.251294 0.232183 0.200521 0.213642 0.185749 0.176458 0.238141 0.142253 0.112941
threshold=0.31392000000000003 0.11391500000000002 0.08511500000000001 0.28833000000000003 -0.10298499999999998 -0.41608999999999996 0.073890000000000011 -0.11991499999999998 0.0019650000000000002 -0.076589999999999978 -0.49353499999999995 -0.070104999999999987 0.080710000000000018 -0.44205499999999992 0.42642000000000008 0.020110000000000006 -0.13800499999999996 -0.075679999999999983 -0.51745999999999992
decision_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 -3 14 -6 7 8 -1 15 -7 17 13 -11 -2 18 -17 -4 -9
right_child=4 3 11 -5 5 10 -8 9 -10 12 -12 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=0.00048104088144266567 0.00028230365590469587 0.0005471092814839677 0.00033997449942198418 0.00020419268530665196 0.00041421781057232018 0.00023697733690694511 0.00098846683713930961 0.0007164182241949042 0.00083645815863221077 0.00087633840445881404 -6.5612377024668031e-05 0.00070845706552002312 0.00054889254326186295 0.00072845942344876107 0.00054138951667919116 0.00083658371009608318 0.00058610848203049398 0.00056235780077596722 0.00085800623798815059
leaf_weight=85 74 76 62 58 68 52 85 68 84 142 70 58 53 466 52 106 70 66 1193
leaf_count=85 74 76 62 58 68 52 85 68 84 142 70 58 53 466 52 106 70 66 1193
internal_value=0 0.000764741 0.00078404 0.000398946 0.000269019 0.00018893 0.000803786 0.000796846 0.000657906 0.000808021 6.30715e-05 0.000534167 0.000745936 0.000763055 0.000389508 0.000836555 0.000737163 0.000454916 0.000850399
internal_weight=0 2672 2538 134 316 190 2352 2267 169 2098 122 186 661 608 126 1437 176 128 1261
internal_count=2988 2672 2538 134 316 190 2352 2267 169 2098 122 186 661 608 126 1437 176 128 1261
is_linear=0
shrinkage=0.0032998


Tree=8528
num_leaves=20
num_cat=0
split_feature=1 47 1 4 15 43 2 1 50 47 1455 4 43 15 4 13 1 16 4
split_gain=0.309713 0.0929117 0.0892098 0.133188 0.121742 0.151163 0.166627 0.126485 0.0901718 0.086636 0.0784723 0.0851804 0.082395 0.124629 0.0815243 0.0715852 0.0534956 0.0406063 0.0134469
threshold=0.13699000000000003 0.12665500000000005 0.10075500000000003 -0.033649999999999992 -0.026469999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.11869500000000001 -0.10146999999999999 0.087850000000000025 0.083760000000000015 -0.020284999999999994 -0.15961499999999998 0.043560000000000008 -0.50231999999999988 0.069860000000000019 0.10667500000000001 -0.41776999999999992 0.41165000000000002
decision_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 16 5 6 9 18 -1 -5 12 -12 13 -10 -14 -16 -4 -2 -7
right_child=17 -3 3 4 -6 7 -8 -9 10 -11 11 -13 14 -15 15 -17 -18 -19 -20
leaf_value=0.011331244921278917 -0.006500711079663231 0.01149150001751943 0.0033587781135517745 -0.0008182121453070263 -0.0063214901267248276 0.01134524776079251 -0.0063217586141353678 -0.00047116691387368763 -0.0041242209150346917 0.0082669732812210087 0.0055402845664452357 -0.003409964091024897 0.011381917992958148 0.0055197414387161544 0.0054485969015854157 -0.00021271828083328987 0.010165478969463994 -0.00085728563706497852 0.0074227747607064371
leaf_weight=64 57 57 58 64 53 56 87 54 66 55 56 65 64 89 1747 65 78 101 52
leaf_count=64 57 57 58 64 53 56 87 54 66 55 56 65 64 89 1747 65 78 101 52
internal_value=0 0.00474469 0.00460536 0.00269457 0.00121038 0.00230001 -0.000716869 0.00614738 0.00508483 0.00336573 0.00489823 0.000717452 0.00514642 0.00140169 0.00545486 0.00524452 0.00727583 -0.00290458 0.00947329
internal_weight=0 2830 2773 557 421 368 206 162 2216 119 2152 121 2031 155 1876 1812 136 158 108
internal_count=2988 2830 2773 557 421 368 206 162 2216 119 2152 121 2031 155 1876 1812 136 158 108
is_linear=0
shrinkage=0.16829


Tree=8529
num_leaves=13
num_cat=0
split_feature=2 44 15 2 123 47 0 49 0 403 1456 16
split_gain=0.21355 0.161887 0.120892 0.109023 0.0874052 0.0874275 0.0844002 0.139365 0.211047 0.0815462 0.0818923 0.0814779
threshold=0.16993500000000003 0.081710000000000019 -0.24211499999999997 0.12198500000000001 0.08901000000000002 0.12665500000000005 -0.13165999999999997 0.011845000000000001 -0.14534499999999997 -0.53317999999999988 -0.07730999999999999 -0.43491999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 6 7 8 -4 -8 -11 -1
right_child=-2 -3 4 -5 -6 -7 9 -9 -10 10 -12 -13
leaf_value=0.00083768843504249005 -0.005633654859378826 0.013147752216098292 0.0056639021257921989 0.0043739370285439359 -0.0024908647245154916 0.010574655980383046 -0.00060924638419889105 -0.0060873560672101137 -0.0059531187182499893 0.00098076307376964052 0.0048221015907351393 -0.0081767586691216167
leaf_weight=55 69 52 197 79 58 58 91 58 57 172 1984 58
leaf_count=55 69 52 197 79 58 58 91 58 57 172 1984 58
internal_value=0 0.0038285 0.00365885 -0.000411692 0.00395168 0.00409516 0.0039476 0.00134552 0.00304986 0.0043081 0.00451648 -0.0037733
internal_weight=0 2919 2867 192 2675 2617 2559 312 254 2247 2156 113
internal_count=2988 2919 2867 192 2675 2617 2559 312 254 2247 2156 113
is_linear=0
shrinkage=0.16829


Tree=8530
num_leaves=19
num_cat=0
split_feature=1 49 2 52 1429 1204 2 403 160 48 160 484 51 2 2 43 1 51
split_gain=0.359482 0.163336 0.168938 0.12072 0.124202 0.115609 0.099434 0.0909806 0.0869738 0.0868835 0.0860273 0.108258 0.0690843 0.0650403 0.0421425 0.0292638 0.0428877 0.023091
threshold=0.15028500000000003 -0.22463499999999997 0.11891500000000001 -0.092084999999999986 -0.080244999999999997 -0.084894999999999984 0.123795 -0.5407249999999999 -0.0033249999999999994 0.083305000000000004 -0.082244999999999985 0.085405000000000023 -0.097504999999999981 0.10216000000000001 0.095195000000000016 -0.079824999999999993 0.12419000000000001 -0.17370999999999998
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 -5 -4 -7 -8 12 13 -12 17 -9 -14 -10 -17 -6
right_child=-2 2 6 5 9 7 8 10 15 -11 11 -13 14 -15 -16 16 -18 -19
leaf_value=0.012609925360917552 -0.008864320755609903 -0.001526677100909764 -0.0068363540802493144 0.010345618882752344 0.0049812088125821144 0.0087825876098843181 -0.0033396961869476154 0.0039952827871262966 0 0.011963267981231663 0.0024425002678141227 -0.0053752209758000449 0.0065611492638995642 0.009812725070399644 0.012138240791146176 0.0080134357626864862 0.0016026870322999288 0.00076181399175439591
leaf_weight=56 67 52 54 64 92 76 84 429 55 86 1328 52 152 63 53 58 62 63
leaf_count=56 67 52 54 64 92 76 84 429 55 86 1328 52 152 63 53 58 62 63
internal_value=0 0.00359805 0.00341864 0.00387841 0.00622837 0.00329587 -0.000262625 0.00306334 0.00110102 0.00713658 0.00283018 0.00214662 0.00597855 0.00474385 0.0080118 0.00324284 0.00471619 0.00327782
internal_weight=0 2879 2823 2510 498 2012 313 1948 259 446 1872 1380 360 492 205 175 120 155
internal_count=2946 2879 2823 2510 498 2012 313 1948 259 446 1872 1380 360 492 205 175 120 155
is_linear=0
shrinkage=0.16829


Tree=8531
num_leaves=24
num_cat=0
split_feature=2 15 2 2 0 0 2 15 0 15 43 2 51 52 48 0 0 133 15 15 2 48 52
split_gain=10.0701 4.89757 1.53437 1.51175 0.988898 0.835999 0.801096 0.608585 0.535718 0.487159 0.428316 0.236373 0.22447 0.218727 0.21605 0.472283 0.348718 0.215685 0.115416 0.0899436 0.0774896 0.074813 0.0613618
threshold=0.11891500000000001 -0.38214499999999996 -0.007134999999999999 0.15305000000000002 -0.076589999999999978 -0.074904999999999985 0.093470000000000011 0.033605000000000003 -0.13955999999999996 -0.099614999999999981 -0.49922499999999997 0.31115000000000004 0.013805000000000001 0.023800000000000005 0.087695000000000009 -0.15029999999999996 -0.105195 0.084675000000000014 0.11180000000000002 -0.47612499999999996 0.13084500000000002 0.090350000000000014 -0.077114999999999975
decision_type=2 2 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 5 -3 20 10 8 21 -7 -4 -5 13 -10 15 -12 -17 18 -9 -1 -2 -8 -16
right_child=3 2 6 11 -6 9 7 17 12 -11 14 -13 -14 -15 22 16 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00018948994295601572 0.00039662993448096349 0.00098114188953114714 0.0013642498776833638 0.00021407373162686603 0.00039812073290656244 0.00042979639326036143 0.00061377856257043202 0.0013079908699609804 0.00091875076104166217 0.00082289627181138399 0.0013058094497629979 -9.3295665267603694e-05 0.00077333675512985254 0.0011065123402149448 0.0010282755329235652 0.00083047860317077673 0.0010673280965123595 0.00095566695211239867 0.0010870336292618597 0.00038279494481457829 0.00021590415710628593 0.00078007066719897272 0.00088082624853140512
leaf_weight=54 52 57 52 57 72 53 69 53 239 100 88 52 77 98 53 73 1263 70 57 53 54 57 93
leaf_count=54 52 57 52 57 72 53 69 53 239 100 88 52 77 98 53 73 1263 70 57 53 54 57 93
internal_value=0 0.000977192 0.00100713 0.000393503 0.000656008 0.000530726 0.00102645 0.000934457 0.000878745 0.000686955 0.00106727 6.71156e-05 0.000936321 0.000973457 0.00105741 0.00106997 0.00105441 0.0011014 0.00119382 0.000285568 0.000304894 0.000689286 0.000934594
internal_weight=0 2578 2471 368 129 259 2342 720 540 153 1622 109 414 337 1570 1424 1336 180 110 107 106 126 146
internal_count=2946 2578 2471 368 129 259 2342 720 540 153 1622 109 414 337 1570 1424 1336 180 110 107 106 126 146
is_linear=0
shrinkage=0.0032998


Tree=8532
num_leaves=22
num_cat=0
split_feature=2 15 2 150 14 12 16 12 151 15 15 457 16 2 16 2 15 475 12 15 12
split_gain=6.01573 2.28597 1.3086 0.927996 0.718668 0.785102 0.789416 0.469014 0.39449 0.316559 0.293702 0.249723 0.244989 0.240256 0.225203 0.255993 0.198194 0.14734 0.152679 0.104766 0.0355269
threshold=0.11891500000000001 -0.38214499999999996 0.16730000000000003 0.10808000000000002 0.073890000000000011 0.056995000000000011 0.12992000000000004 0.087765000000000024 -1.0000000180025095e-35 -0.12431499999999999 -0.12776499999999999 0.035070000000000011 -0.43491999999999992 0.10488500000000002 0.0011450000000000004 0.088820000000000024 -0.0083999999999999995 -0.078224999999999975 0.099510000000000015 -0.43587999999999999 0.10134500000000002
decision_type=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 8 4 5 6 9 14 -2 -3 19 -5 -1 -11 15 -7 -16 -9 -19 -10 -12
right_child=2 3 -4 11 -6 7 -8 17 10 13 20 -13 -14 -15 16 -17 -18 18 -20 -21 -22
leaf_value=0.00051852411917653618 0.00022454956056156702 0.00086073687246263791 9.3533032836524018e-06 0.00072203501546038611 0.0011517753767603751 0.00094782906571874649 0.00097441936037699314 0.00096996839216442266 0.00051642479633767671 0.00064583855682971941 0.00070890857021141266 0.00041319970617012102 0.00020112943821567415 0.00040668358464186375 0.00095064802438347019 0.00070561101806166651 0.0012320034976577034 0.00085370751878309872 0.00076279723359856666 0.00030729088717525751 0.00059170383453780861
leaf_weight=52 53 58 82 55 91 488 102 93 54 195 62 61 55 61 58 54 55 821 279 53 64
leaf_count=52 53 58 82 55 91 488 102 93 54 195 62 61 55 61 58 54 55 821 279 53 64
internal_value=0 0.000828474 0.00037728 0.000848931 0.000863151 0.000851535 0.000721552 0.000880776 0.000482646 0.000639298 0.000541204 0.000559934 0.000355707 0.00058899 0.000952133 0.000923762 0.0010879 0.000841569 0.000830681 0.000413164 0.000649656
internal_weight=0 2578 368 2471 2355 2264 416 1848 286 314 233 116 107 256 655 542 113 1193 1100 107 126
internal_count=2946 2578 368 2471 2355 2264 416 1848 286 314 233 116 107 256 655 542 113 1193 1100 107 126
is_linear=0
shrinkage=0.0032998


Tree=8533
num_leaves=17
num_cat=0
split_feature=4 2 15 4 14 16 456 403 150 16 39 2 160 42 49 15
split_gain=0.327424 0.19698 0.139037 0.187184 0.119792 0.107448 0.161988 0.147611 0.120858 0.143492 0.0970869 0.101626 0.0930587 0.0681243 0.0733957 0.0576166
threshold=0.6224900000000001 0.11891500000000001 -0.41956999999999994 0.22276500000000002 0.073890000000000011 -0.016354999999999998 0.08542000000000001 -0.092224999999999988 0.10233000000000002 -0.010034999999999999 0.092205000000000023 -0.032374999999999994 -1.0000000180025095e-35 0.11769000000000002 -0.008794999999999999 -0.025879999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 12 5 10 7 -7 9 -9 11 -1 -4 14 -13 -14
right_child=-2 2 3 -5 -6 6 -8 8 -10 -11 -12 13 15 -15 -16 -17
leaf_value=-0.0037850490398116622 -0.0085907112158332029 0.0078818980698055017 -0.0044844436652108372 -0.0080476941300753006 0.010662977034235598 0.013875742979777858 0.012856000307518193 0.012624201383727385 -0.003138335378357835 0.0045275589785734507 0.010582373351727417 0.00074484285505342759 0.0064114359421948552 -0.00094962044552184465 0.0044710635353584476 -0.00038349903208239976
leaf_weight=54 57 59 52 79 95 53 87 68 52 740 55 175 91 85 1087 57
leaf_count=54 57 59 52 79 95 53 87 68 52 740 55 175 91 85 1087 57
internal_value=0 0.00427929 0.000455802 -0.00110815 0.00478519 0.0045571 0.00590313 0.00523862 0.00470424 0.00521118 0.0036314 0.00335724 0.00162398 0.0036449 0.00395578 0.00378233
internal_weight=0 2889 338 279 2551 2456 1000 913 860 808 1456 1401 200 1347 1262 148
internal_count=2946 2889 338 279 2551 2456 1000 913 860 808 1456 1401 200 1347 1262 148
is_linear=0
shrinkage=0.16829


Tree=8534
num_leaves=25
num_cat=0
split_feature=1 2 12 15 1 2 2 1 150 41 15 2 52 15 52 52 402 15 2 2 133 2 43 12
split_gain=8.83224 1.27758 1.18348 1.07269 0.988808 0.353502 0.340233 0.241549 0.23392 0.257159 0.191875 0.228185 0.16301 0.220971 0.151845 0.237774 0.1443 0.114917 0.101236 0.0972101 0.0666349 0.052999 0.0526773 0.0494185
threshold=0.11497000000000002 0.16730000000000003 0.056995000000000011 -0.18498499999999998 0.087305000000000008 0.10869000000000002 0.11466000000000001 0.12895500000000001 0.10860500000000002 0.075585000000000013 -1.0000000180025095e-35 0.090990000000000015 -0.072144999999999987 -0.065419999999999992 -0.14709999999999998 -0.25811499999999993 0.089940000000000006 -0.098139999999999991 0.090020000000000017 0.094985000000000014 -0.00027499999999999996 0.123795 -0.073079999999999992 -0.079959999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 17 10 8 -2 9 14 11 -6 -5 -14 15 22 18 -1 -16 -19 -18 -8 -4 -9
right_child=1 -3 6 12 5 -7 21 23 -10 -11 -12 -13 13 -15 16 -17 20 19 -20 -21 -22 -23 -24 -25
leaf_value=0.0010319361183593746 0.00040051015204474515 -4.7032186088383594e-05 0.00086968648440818484 0.00073335462025604463 0.0007362224336734057 0.00043600580424303458 0.0007962335616384323 7.4878418642606201e-05 0.00069511392524888469 0.0010939139598495141 0.00080795111288037465 0.00047218130947402454 0.00065494354825943639 0.00038205468714908183 0.00089800550940322469 0.001161873080623555 0.00093423461419837482 0.0009283837329764563 0.0008328014673856961 0.00074591827803574897 0.0010732563542615908 0.00066029938246296715 0.00098826918752190182 0.00021747066848343884
leaf_weight=56 64 73 105 65 72 97 74 56 57 83 79 73 71 61 868 61 141 78 400 59 58 63 80 52
leaf_count=56 64 73 105 65 72 97 74 56 57 83 79 73 71 61 868 61 141 78 400 59 58 63 80 52
internal_value=0 0.000351394 0.000857493 0.000430311 0.000715994 0.000603438 0.000894024 0.000239563 0.000905837 0.000912505 0.000675785 0.000603534 0.000596674 0.000529103 0.000903695 0.000980989 0.00089071 0.000903016 0.000877464 0.000850061 0.000974931 0.000733981 0.000921156 0.00014386
internal_weight=0 442 2504 369 514 321 1990 172 1853 1796 224 145 197 132 1713 246 1467 193 1268 137 199 137 185 108
internal_count=2946 442 2504 369 514 321 1990 172 1853 1796 224 145 197 132 1713 246 1467 193 1268 137 199 137 185 108
is_linear=0
shrinkage=0.0032998


Tree=8535
num_leaves=25
num_cat=0
split_feature=15 3 3 43 2 15 42 13 2 40 447 3 2 3 12 13 3 47 42 3 15 52 2 0
split_gain=5.80629 3.07502 1.13291 0.823315 0.641778 0.555923 0.497669 0.445244 0.405731 0.260977 0.245463 0.374085 0.391581 0.42953 0.238778 0.178091 0.189212 0.160863 0.173779 0.115739 0.163749 0.0988603 0.0947845 0.0934668
threshold=-0.2987999999999999 -0.06533499999999999 0.28833000000000003 -0.035884999999999993 0.11585500000000001 -0.43091499999999999 -1.0000000180025095e-35 -0.0094049999999999984 0.11203000000000002 -0.025204999999999995 0.084420000000000009 -0.13117499999999996 0.092155000000000015 -0.08867499999999999 -1.0000000180025095e-35 -0.14258499999999999 -0.23098999999999997 0.11224000000000002 0.116275 0.093925000000000022 -1.0000000180025095e-35 0.013340000000000001 0.10251500000000001 -0.10228499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 3 6 10 9 -3 22 14 -1 11 15 17 -14 -5 -2 -17 18 -13 23 -21 -15 -8 -16
right_child=1 2 -4 8 -6 -7 7 -9 -10 -11 -12 12 13 21 19 16 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.00022263045084499746 0.0012444088099846677 0.00083132776849250648 0.00031031924428331892 0.00068819525427911497 0.00065933716138920015 6.4216877603218508e-06 0.00069807102889092403 0.00025853237972404047 0.00062544024801486527 0.00049491326462298567 0.0007114542502356133 0.00096861369789784759 0.00057796435926962049 0.0007989076544172841 0.0010730171939599277 0.0011452233926467865 0.00091319386699257395 0.00078126918963473057 0.00079032049876777118 0.0006954528451409899 0.0009462811090163491 0.00092915865590617824 0.00050872345487182162 0.00089220969034054171
leaf_weight=62 52 59 83 66 97 54 58 64 101 103 53 1197 63 107 66 72 88 60 65 52 67 180 62 67
leaf_count=62 52 59 83 66 97 54 58 64 101 103 53 1197 63 107 66 72 88 60 65 52 67 180 62 67
internal_value=0 0.000856021 0.000674475 0.000720079 0.000922499 0.0002977 0.000566786 0.000481769 0.000808898 0.000392814 0.000935659 0.000941948 0.000925238 0.000826325 0.000867055 0.00107357 0.00101783 0.000951398 0.000959459 0.000913759 0.000836972 0.000880721 0.000600535 0.000982199
internal_weight=0 2779 745 662 2034 219 243 184 419 165 1937 1884 1672 350 318 212 160 1322 1262 252 119 287 120 133
internal_count=2998 2779 745 662 2034 219 243 184 419 165 1937 1884 1672 350 318 212 160 1322 1262 252 119 287 120 133
is_linear=0
shrinkage=0.0032998


Tree=8536
num_leaves=19
num_cat=0
split_feature=9 475 12 474 402 402 402 475 123 10 150 130 13 1429 13 13 402 124
split_gain=0.423176 0.117623 0.12355 0.180275 0.113493 0.138948 0.242872 0.106549 0.0832922 0.113651 0.0943594 0.0950153 0.0884593 0.0608036 0.0560447 0.0364816 0.0344254 0.0175735
threshold=0.093040000000000012 -0.078224999999999975 0.088135000000000005 0.085435000000000025 0.095250000000000015 0.08406000000000001 0.088470000000000007 -0.084344999999999989 0.085705000000000017 -0.013164999999999998 0.083855000000000013 -0.050984999999999996 -0.0099999999999999985 0.08425500000000001 -0.092984999999999984 -0.085744999999999988 0.11034500000000001 -0.077084999999999987
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 8 -7 13 9 -3 11 -11 17 -1 -12 -6 -17 -10
right_child=-2 4 3 -5 15 6 -8 -9 12 10 14 -13 -14 -15 -16 16 -18 -19
leaf_value=0.0047956871084314564 -0.010504327213455891 -0.0012652434844650246 0.0056278698257082515 0.018622496171208345 0.004893275448592146 -0.010148353898220127 0.0055582522535033152 -0.00048844020782867379 0.0010681608066461718 0.0092524664024108885 0.0035654266122290531 0.0041734318949795722 -0.005019306248214752 0.011316321320924506 0.0098556622929451224 0.012571400445412259 0.0073746668043865532 0.0052338688740612878
leaf_weight=96 52 88 62 60 76 52 60 63 55 112 55 1665 52 72 159 62 94 63
leaf_count=96 52 88 62 60 76 52 60 63 55 112 55 1665 52 72 159 62 94 63
internal_value=0 0.00480023 0.00768912 0.0120334 0.00440626 0.0040557 -0.00171806 0.00538697 0.00434403 0.00463706 0.00489883 0.00449456 0.000749874 0.00760094 0.00824741 0.00796607 0.00945155 0.00330745
internal_weight=0 2946 353 122 2593 2361 112 231 2249 2079 1991 1777 170 168 214 232 156 118
internal_count=2998 2946 353 122 2593 2361 112 231 2249 2079 1991 1777 170 168 214 232 156 118
is_linear=0
shrinkage=0.16829


Tree=8537
num_leaves=25
num_cat=0
split_feature=1 4 1210 13 156 11 13 12 2 4 13 484 49 1212 158 4 4 130 15 4 1 12 12 4
split_gain=0.201722 0.19008 0.104078 0.100822 0.0918742 0.0817337 0.0805514 0.262046 0.142024 0.106585 0.103164 0.0752756 0.0695063 0.067478 0.102087 0.0835132 0.0804267 0.0597962 0.0592412 0.0581603 0.0498445 0.0384203 0.0369479 0.0297152
threshold=0.10075500000000003 -0.17568999999999999 -0.074724999999999986 -0.050424999999999991 0.088295000000000012 0.078340000000000007 -0.0094049999999999984 -1.0000000180025095e-35 1.0000000180025095e-35 0.41464000000000006 -0.11210999999999999 -0.14312499999999997 -1.0000000180025095e-35 0.087685000000000013 0.078875000000000015 -0.082389999999999977 0.053925000000000008 0.10737500000000001 -0.080724999999999977 0.078235000000000013 0.11392000000000001 0.08648500000000002 -0.053404999999999987 -0.076164999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 11 8 -8 20 12 -10 21 -9 14 16 -15 17 -13 -16 -18 -3 -4 -22 -17
right_child=1 4 5 -5 -6 -7 7 9 10 -11 -12 13 -14 15 18 23 19 -19 -20 -21 22 -23 -24 -25
leaf_value=0.014101268199553081 0.0088003137528971653 0.0087995790898403037 0.011915552754267512 0.0050575367748277311 0.0058677151418821934 -0.00082017456379618802 -0.011752546418038978 0.0077308019626951404 0.001729521553925345 -0.0042294649035127642 -0.0066292676355449165 0.004306937818492864 -0.00045177084500305786 -0.0038044773747036207 0.011700780801665938 0.0061518680693190371 -0.0035332691021225651 0.0094862351903772148 0.0052434941969496801 0.0029755826127095555 0.0058765737291644844 0.0057188271184723128 -0.00043787612346399952 0.00072959027165612914
leaf_weight=62 87 61 55 82 78 85 65 61 94 78 75 1311 56 63 84 66 60 67 80 110 52 62 52 52
leaf_count=62 87 61 55 82 78 85 65 61 94 78 75 1311 56 63 84 66 60 67 80 110 52 62 52 52
internal_value=0 0.00139755 0.00457601 0.00896384 0.000436485 0.00427356 -0.000273683 -0.00249743 0.001452 0.000578402 -0.00196937 0.00448986 0.003799 0.00423196 0.00455901 0.00112862 0.00413378 0.00456007 0.00856184 0.000667773 0.00496719 0.00864717 0.00270207 0.00377762
internal_weight=0 759 2239 144 672 2095 594 260 334 195 169 2010 117 1893 1712 181 1548 1378 164 170 165 117 104 118
internal_count=2998 759 2239 144 672 2095 594 260 334 195 169 2010 117 1893 1712 181 1548 1378 164 170 165 117 104 118
is_linear=0
shrinkage=0.16829


Tree=8538
num_leaves=25
num_cat=0
split_feature=1 3 4 1 47 41 3 1 0 52 0 16 0 4 0 1 133 133 52 16 4 16 4 52
split_gain=7.61713 1.62976 1.33201 0.583341 0.388203 0.383502 0.317704 0.315178 0.364605 0.296976 0.279733 0.235996 0.20615 0.165596 0.291962 0.147107 0.104242 0.126618 0.103323 0.0884388 0.0725971 0.071101 0.0554349 0.0358604
threshold=0.10331000000000003 0.31351000000000001 -0.17568999999999999 0.12765500000000005 0.080075000000000021 0.081500000000000017 -0.069909999999999986 0.087225000000000011 -0.10147999999999999 -1.0000000180025095e-35 -0.14164999999999997 -0.28430999999999995 -0.11167499999999998 -0.42305999999999994 -0.052874999999999998 0.11277000000000001 0.08955500000000001 1.0000000180025095e-35 -0.090084999999999985 -0.010504999999999999 0.0033150000000000007 -0.071704999999999991 0.059230000000000012 0.10178500000000001
decision_type=2 2 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 11 6 10 8 -8 -5 -1 -4 -3 -12 16 -13 17 -15 -10 20 -9 -18 -6 -20
right_child=1 12 3 9 22 -7 7 19 18 -11 13 15 -14 14 -16 -17 21 -19 23 -21 -22 -23 -24 -25
leaf_value=0.0011142065075129914 0.0009642974870057488 0.00022809946716404448 0.00060733422633431561 0.00047946082452286781 0.0007862237026810909 0.00062817696206537857 0.0010235541008940981 0.00083016403109140375 0.00090080565437942778 0.00019156348397310168 0.0010595974809815276 0.00030803156474461506 -6.535326163311354e-05 0.00087344365085491576 0.0006406078816388269 0.00051395228380919037 0.00088157848385268973 0.00095165233620202378 0.00067288341079591648 0.00058747088325516387 0.00065099183183330923 0.0007938351255330796 0.00063637195249898631 0.0007829262446928545
leaf_weight=57 68 52 90 66 52 79 95 52 53 97 54 92 52 807 59 66 202 333 75 74 53 233 66 71
leaf_count=57 68 52 90 66 52 79 95 52 53 97 54 92 52 807 59 66 202 333 75 74 53 233 66 71
internal_value=0 0.000462642 0.00052906 0.000473046 0.000546298 0.000855739 0.000863829 0.000787293 0.000854218 0.000308352 0.000884554 0.000471735 8.10344e-05 0.000876778 0.000870715 0.000394272 0.000879313 0.00089632 0.000773202 0.000677175 0.00074006 0.000834661 0.000702707 0.000726639
internal_weight=0 701 597 529 366 2297 2218 473 294 163 1745 248 104 1688 1634 158 1575 1140 199 179 105 435 118 146
internal_count=2998 701 597 529 366 2297 2218 473 294 163 1745 248 104 1688 1634 158 1575 1140 199 179 105 435 118 146
is_linear=0
shrinkage=0.0032998


Tree=8539
num_leaves=18
num_cat=0
split_feature=4 2 12 2 2 2 14 16 14 0 4 12 4 12 12 4 3
split_gain=8.24065 3.37927 1.34801 0.565303 0.537452 0.426362 0.314043 0.524252 0.247949 0.337867 0.303065 0.302432 0.247202 0.203649 0.158098 0.0724102 0.0542567
threshold=0.31392000000000003 0.14253500000000002 -1.0000000180025095e-35 -0.007134999999999999 0.11152000000000002 0.097180000000000016 -0.42227999999999993 -0.49353499999999995 0.064610000000000015 -0.13843999999999998 0.0014100000000000002 0.09253500000000002 -0.50690499999999983 0.087495000000000003 0.093315000000000023 0.41823000000000005 -0.079574999999999993
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 8 -5 -2 15 9 10 -4 12 -11 -6 -13 -8 -15
right_child=6 -3 4 5 13 -7 7 -9 -10 11 -12 14 -14 16 -16 -17 -18
leaf_value=0.00053376768509216224 0.00063638458106891199 0.00038088967805580083 0.00072371172826667465 0.0010852084161009803 0.00073176165212794088 0.000751275274880872 0.00043301222311834854 0.00019667435730559191 0.0012389040591872934 0.0013252694374600808 0.0010663265988209453 0.00084351574312787876 0.0010898412490376818 0.0010436642681994214 0.0010269497365523873 0.00057737119300336473 0.00090153316321719794
leaf_weight=67 78 91 61 73 64 100 74 92 91 52 54 59 1274 56 549 85 78
leaf_count=67 78 91 61 73 64 100 74 92 91 52 54 59 1274 56 549 85 78
internal_value=0 0.00100646 0.00102852 0.000792419 0.00105274 0.000892387 0.000452757 0.000395554 0.00106804 0.00106044 0.000884898 0.00107086 0.0010991 0.000887212 0.00100921 0.000510407 0.000961194
internal_weight=0 2669 2578 240 2338 173 329 251 2140 2049 115 1934 1326 198 608 159 134
internal_count=2998 2669 2578 240 2338 173 329 251 2140 2049 115 1934 1326 198 608 159 134
is_linear=0
shrinkage=0.0032998


Tree=8540
num_leaves=25
num_cat=0
split_feature=1 52 1 12 447 0 4 1 1 12 4 3 4 3 52 12 15 3 4 52 4 0 4 3
split_gain=5.35343 1.46755 0.831616 0.639192 0.475444 0.396957 0.42605 0.410567 0.350084 0.308223 0.28969 0.432601 0.259269 0.257446 0.250892 0.261589 0.175726 0.132146 0.134321 0.103458 0.0873524 0.0803083 0.0659789 0.037411
threshold=0.10529500000000001 -0.40011499999999994 0.12381000000000002 0.092675000000000021 0.087065000000000017 -0.061204999999999989 -0.17568999999999999 0.091395000000000018 0.081540000000000015 -0.014854999999999998 0.51973500000000017 0.30863500000000005 0.27998000000000006 1.0000000180025095e-35 0.40431 0.094860000000000014 -0.032144999999999993 -0.12711499999999995 0.022635000000000006 0.037045000000000002 -0.0046399999999999992 -0.074249999999999997 0.0019650000000000002 0.12168500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 13 5 7 8 9 -7 -1 11 12 -4 21 15 20 -8 -11 22 -20 -9 -3 -19 -15
right_child=1 2 10 -5 -6 6 16 14 -10 17 -12 -13 -14 23 -16 -17 -18 18 19 -21 -22 -23 -24 -25
leaf_value=0.0010650046659831235 0.00091806088173131877 0.00022425031014114936 0.00044389213351389773 0.00074791328331270251 0.00050046303688856505 0.00062535111051842038 0.00067392732917250777 0.00046323000707461826 0.0009343724892795259 0.00095283307928875941 0.00045428683646863945 -2.461744886230502e-05 0.00015337885567959711 0.00060255020687163862 0.00088779979921091673 0.00079871960374317929 0.00042537948366651817 0.00082565362285707503 0.0006727590424292334 0.00082555070533735697 0.00063591450581839196 0.00039591328214400484 0.00091829281463154052 0.00047292729476887543
leaf_weight=63 66 58 70 90 60 73 59 64 91 90 64 64 65 53 59 75 68 1191 115 90 69 64 98 53
leaf_count=63 66 58 70 90 60 73 59 64 91 90 64 64 65 53 59 75 68 1191 115 90 69 64 98 53
internal_value=0 0.000451371 0.000398296 0.000511945 0.000791858 0.000799772 0.00068547 0.000817131 0.000797035 0.000836697 0.000260746 0.000198324 0.000304276 0.000418645 0.00069631 0.000641823 0.000541124 0.000827594 0.000820026 0.00074001 0.000553083 0.000314592 0.000832724 0.000538071
internal_weight=0 647 581 318 2265 2205 291 1914 164 1647 263 199 135 228 267 208 127 1584 1494 205 133 122 1289 106
internal_count=2912 647 581 318 2265 2205 291 1914 164 1647 263 199 135 228 267 208 127 1584 1494 205 133 122 1289 106
is_linear=0
shrinkage=0.0032998


Tree=8541
num_leaves=22
num_cat=0
split_feature=4 3 123 49 49 13 48 3 3 4 4 157 4 160 157 11 151 3 4 4 160
split_gain=4.53153 2.04176 1.58932 0.670912 0.457704 0.341327 0.274436 0.249145 0.212283 0.201823 0.194583 0.166901 0.178606 0.166723 0.157162 0.102641 0.095197 0.0825638 0.0711347 0.0678618 0.048313
threshold=0.27998000000000006 0.28833000000000003 1.0000000180025095e-35 -0.026279999999999998 -0.088164999999999979 -0.074564999999999979 -0.069969999999999991 -0.13392999999999997 -0.13827999999999999 -0.0086549999999999978 0.51973500000000017 -0.060134999999999994 0.020110000000000006 -0.062634999999999982 -0.082234999999999989 0.088630000000000014 -0.084809999999999983 -0.083254999999999982 -0.14345499999999997 0.50666500000000003 -0.088099999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 17 -6 -2 15 -8 -4 19 14 16 -14 20 18 -13 -1 -5 -10 -9
right_child=6 -3 9 7 5 -7 8 11 10 -11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00074143272147347069 0.00019549731154382377 0.00023129772043595803 0.00060359279424338191 0.00087331228682754718 0.00075642877426077351 0.00041683660852159218 0.00062197049464280383 0.00076006224285864404 0.0003886955788350908 0.00034245538414005074 0.00053756096047499063 0.0010062718184272194 0.00064402780621908426 0.00084352151082096427 0.0006787444579601545 0.0011216387651570166 0.00088813737189558984 0.00091819423911978127 0.0010388080397244113 0.00023555094825164182 0.00088170516767335674
leaf_weight=54 53 62 72 73 57 76 65 56 84 60 78 84 58 249 94 53 1272 71 53 53 135
leaf_count=54 53 62 72 73 57 76 65 56 84 60 78 84 58 249 94 53 1272 71 53 53 135
internal_value=0 0.000823658 0.000838236 0.000857762 0.000698182 0.000562641 0.000414399 0.000877102 0.000455708 0.000485161 0.000405278 0.000866137 0.000878974 0.000805947 0.000791109 0.000996234 0.000895481 0.000842115 0.000943205 0.000329707 0.000846225
internal_weight=0 2579 2517 2385 258 133 333 2127 280 132 215 1948 1663 307 285 179 1356 125 126 137 191
internal_count=2912 2579 2517 2385 258 133 333 2127 280 132 215 1948 1663 307 285 179 1356 125 126 137 191
is_linear=0
shrinkage=0.0032998


Tree=8542
num_leaves=18
num_cat=0
split_feature=9 4 4 2 14 0 15 15 133 52 133 41 155 15 401 457 2
split_gain=0.126841 0.0918003 0.159506 0.105959 0.228996 0.13355 0.108381 0.15072 0.112315 0.109655 0.108335 0.0952396 0.0823655 0.0674008 0.0873507 0.0859105 0.0517333
threshold=0.093040000000000012 -0.52258999999999989 -0.37626499999999991 0.090215000000000004 -0.13131999999999996 -0.011064999999999998 0.094410000000000008 -0.011959999999999998 0.099765000000000006 -0.091329999999999981 0.024055000000000003 0.079160000000000008 0.089630000000000015 0.087825000000000014 0.083660000000000026 0.085130000000000025 0.10869000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 5 -5 11 7 9 16 -6 -9 13 -3 15 -15 -4 -8
right_child=-2 2 3 4 6 -7 8 10 -10 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=-0.0016742375897316555 -0.0029816119252879807 0.014073478004818315 0.004912553204758606 0.011897549598261965 0.0071208261206298926 -0.0021474039369158882 0.012268885433955145 -0.0058272731142106123 0.0012318712983896976 0.0021383472529422527 0.0030628551086294962 0.013248002179360672 0.0058553109749243763 0.0068761905090347292 0.013827325013116808 0.010889932298318812 0.005651717273402493
leaf_weight=52 53 89 947 93 169 54 78 98 74 489 64 55 58 343 61 74 61
leaf_count=52 53 89 947 93 169 54 78 98 74 489 64 55 58 343 61 74 61
internal_value=0 0.00530576 0.0054357 0.00513619 0.00389197 0.00604831 0.0031695 0.00228758 0.00655624 0.00342077 -0.00230403 0.00634856 0.0108432 0.00608101 0.00793019 0.00534754 0.00937787
internal_weight=0 2859 2807 2660 1126 1534 1033 820 213 658 162 1480 147 1425 404 1021 139
internal_count=2912 2859 2807 2660 1126 1534 1033 820 213 658 162 1480 147 1425 404 1021 139
is_linear=0
shrinkage=0.16829


Tree=8543
num_leaves=11
num_cat=0
split_feature=12 13 40 13 1429 128 456 49 15 128
split_gain=0.108439 0.161054 0.180234 0.214776 0.088205 0.0877153 0.10183 0.0926413 0.0662027 0.0369764
threshold=-0.23116999999999996 -0.17030499999999998 0.0045850000000000005 0.27020000000000005 -0.092119999999999994 0.085885000000000017 -1.0000000180025095e-35 -0.011165 -0.082809999999999981 0.10113500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 8 3 4 -3 6 -6 -8 -2 -7
right_child=1 2 -4 -5 5 9 7 -9 -10 -11
leaf_value=0.0117074006819819 0.0021659770877709623 0.011023234457263968 -0.0050141643456444304 0.014943416000626592 0.011290018401570673 0.010664434017753079 0.0014195176900704219 0.0042844560395334822 -0.0054469302599256513 0.0057136786922873072
leaf_weight=55 64 56 56 56 53 77 385 1943 65 102
leaf_count=55 64 56 56 56 53 77 385 1943 65 102
internal_value=0 0.00414436 0.0044193 0.00461768 0.00439596 0.00425028 0.00397865 0.00381143 -0.00165606 0.00785337
internal_weight=0 2857 2728 2672 2616 2560 2381 2328 129 179
internal_count=2912 2857 2728 2672 2616 2560 2381 2328 129 179
is_linear=0
shrinkage=0.16829


Tree=8544
num_leaves=21
num_cat=0
split_feature=1 52 150 13 3 14 13 52 132 3 41 42 3 474 159 133 13 13 13 15
split_gain=6.70962 1.12477 0.56943 0.477016 0.440533 0.407405 0.304533 0.498487 0.217177 0.212099 0.191511 0.178163 0.165223 0.161336 0.163734 0.146351 0.239221 0.154069 0.106057 0.0926465
threshold=0.10529500000000001 -0.40011499999999994 0.082085000000000019 -0.0069149999999999993 -0.051469999999999995 0.073890000000000011 1.0000000180025095e-35 0.056265000000000009 0.082230000000000011 -0.081914999999999988 0.078150000000000011 0.11966500000000001 -0.080504999999999979 0.10123000000000001 -0.085164999999999977 0.087045000000000025 -0.36115499999999995 -0.0021099999999999995 -0.0062949999999999994 0.082725000000000007
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 9 12 8 7 15 10 -4 11 13 18 14 -1 16 -6 -18 -3 -10
right_child=1 4 3 -5 6 -7 -8 -9 19 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=0.00096231647963523697 0.00088882616369626076 0.00038728957865613931 0.00071352890061194803 0.00050183075482381336 0.00023700662304405756 0.001104655478883337 0.00013689365987119224 0.00063994166194895669 0.00067957714296509127 0.00095900715670371413 0.0010781503278893868 0.00071618835918939338 0.00071234922590535815 0.001037684067933867 0.00086086689726605286 0.00019327849614193232 0.0005809038766260593 0.00035728673050671258 0.00059212023446307397 0.00085091336496807151
leaf_weight=206 66 53 97 81 80 85 52 79 91 66 53 77 61 71 1378 58 66 71 61 60
leaf_count=206 66 53 97 81 80 85 52 79 91 66 53 77 61 71 1378 58 66 71 61 60
internal_value=0 0.000480108 0.000861269 0.000709941 0.000433619 0.000879522 0.000373714 0.000408401 0.00086962 0.000813141 0.000879897 0.00087381 0.000572397 0.000881123 0.000874083 0.000341758 0.000381281 0.000465272 0.000497201 0.000747891
internal_weight=0 647 2265 244 581 2021 406 354 1936 163 1785 1732 175 1655 1584 275 217 137 114 151
internal_count=2912 647 2265 244 581 2021 406 354 1936 163 1785 1732 175 1655 1584 275 217 137 114 151
is_linear=0
shrinkage=0.0032998


Tree=8545
num_leaves=36
num_cat=0
split_feature=2 15 1 2 3 133 2 484 0 133 402 43 0 15 43 1 15 3 15 1 15 132 133 3 156 3 133 2 15 2 3 133 43 15 0
split_gain=0.342147 0.154307 0.108125 0.196954 0.156995 0.15172 0.149692 0.114235 0.107794 0.128812 0.131254 0.210104 0.114947 0.107649 0.0922003 0.0738345 0.0887401 0.0847667 0.0720823 0.0713029 0.0631658 0.0628583 0.0568781 0.0562298 0.076933 0.047309 0.0438059 0.0421639 0.0673008 0.0522965 0.0346199 0.0640485 0.0270928 0.0263047 0.0351086
threshold=0.13501500000000002 -0.035654999999999992 0.085880000000000026 1.0000000180025095e-35 -0.11266 -1.0000000180025095e-35 0.096780000000000019 -0.020824999999999996 -0.085674999999999987 0.066685000000000008 0.088810000000000014 -0.11158 -0.086554999999999979 -0.2987999999999999 -0.078409999999999994 0.10378000000000001 -0.40992999999999996 -0.076514999999999986 0.091490000000000016 1.0000000180025095e-35 -0.010894999999999998 -0.085079999999999975 -0.010024999999999997 0.11500500000000001 0.092415000000000011 -0.022704999999999996 0.087045000000000025 0.092725000000000016 0.025430000000000005 0.097845000000000015 -0.082274999999999987 0.11440000000000002 -0.069134999999999988 0.087325000000000014 -0.081644999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 8 4 -4 -5 -7 -6 12 10 11 -10 19 -2 -8 17 -17 18 -9 21 -13 -1 -22 24 -16 -18 -11 28 -23 -29 33 -32 -19 34 -28
right_child=1 -3 3 5 7 6 14 15 9 26 -12 20 -14 -15 23 16 25 32 -20 -21 22 27 -24 -25 -26 -27 30 29 -30 -31 31 -33 -34 -35 -36
leaf_value=0.010863692374505074 -0.0037693579239024221 -0.0099310727217230554 0.013630528849942649 -0.0080077039378703592 0.010593852519568184 -0.0049244754948282957 -0.0027318908675713831 0.0050833694948369448 -0.0079543679092171481 0.010345765967774319 0.0085554332511665384 0.0072954433524932581 0.012853446150495969 0.0047871281083168979 0.009639162979517682 0.0064453616414651346 0.0012105861315592885 0.011672322913376937 -0.0010901529112121678 0.010427331967748078 0.0038378845689000366 0.0022920059765981437 -0.0011055306335159287 0.0014916872849712079 0.0019924023560190709 -0.0050111339082944311 0.0022788126965678484 0.011636193258810509 0.0070418469724354031 0.0042767421483038371 0.010519806831869117 0.0041572138063996743 0.0062738946427710121 0.00096899558220475213 0.0080290425305813672
leaf_weight=55 88 56 56 52 73 78 58 178 62 66 79 68 84 79 96 58 83 52 76 97 141 243 123 98 62 59 58 52 131 60 88 94 58 59 65
leaf_count=55 88 56 56 52 73 78 58 178 62 66 79 68 84 79 96 58 83 52 76 97 141 243 123 98 62 59 58 52 131 60 88 94 58 59 65
internal_value=0 -0.00228547 0.00456224 0.00329943 0.00507263 0.000527743 0.00166458 0.00431747 0.00544471 0.00421408 0.00229167 0.00103118 0.00698137 0.000267563 0.00330707 0.00350192 0.000893264 0.00493031 0.0032291 0.00620543 0.00271461 0.00544513 0.0015279 0.00468229 0.00664991 -0.00136184 0.00632455 0.00482822 0.00396052 0.00770967 0.00559049 0.0072435 0.00884221 0.0039276 0.00533216
internal_weight=0 223 2762 1137 693 444 392 637 1625 903 473 394 722 167 314 564 200 364 254 638 332 541 264 256 158 142 430 486 374 112 364 182 110 182 123
internal_count=2985 223 2762 1137 693 444 392 637 1625 903 473 394 722 167 314 564 200 364 254 638 332 541 264 256 158 142 430 486 374 112 364 182 110 182 123
is_linear=0
shrinkage=0.16829


Tree=8546
num_leaves=27
num_cat=0
split_feature=2 12 2 15 2 150 12 2 2 447 15 12 11 15 1456 2 50 12 51 2 2 15 42 42 12 50
split_gain=10.2822 3.76363 1.43924 1.14571 1.04807 0.833359 0.756726 0.550487 0.657404 0.409263 0.358527 0.354954 1.04556 0.227556 0.152893 0.151879 0.141854 0.140345 0.138001 0.0929223 0.077785 0.0692951 0.0582883 0.0566241 0.0474374 0.0308309
threshold=0.12026500000000001 -1.0000000180025095e-35 0.16730000000000003 -0.24511999999999998 0.10179000000000001 1.0000000180025095e-35 0.093910000000000007 -0.007134999999999999 0.096080000000000013 0.085135000000000016 -0.091934999999999989 0.092735000000000026 1.0000000180025095e-35 -0.24511999999999998 0.050305000000000009 0.089025000000000007 0.077920000000000003 0.084065000000000015 -1.0000000180025095e-35 0.088615000000000013 0.11098000000000001 -0.0070899999999999991 -0.069929999999999978 0.094640000000000016 0.09550500000000002 0.11028500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 9 10 13 -5 -9 11 -6 12 14 -2 19 16 21 -16 24 -3 -20 -13 -17 -24 -12 -18
right_child=2 4 -4 7 5 -7 -8 8 -10 -11 18 15 -14 -15 17 22 25 -19 20 -21 -22 -23 23 -25 -26 -27
leaf_value=0.00011718304554668009 6.5182666041593514e-05 0.0009093458884470723 -0.00017714678271089901 0.0003464492686211688 0.00056868295178031834 0.00031455988389347025 0.00058186389994134894 0.00097075026186780071 0.00051470974514552549 0.00062045627611107457 0.00097598306196540843 0.000656523367193679 0.0013314550003165637 0.00030937096944812573 0.0011379158988370512 0.00096596297223469694 0.00091934451750690712 0.00092242249603507564 0.00081766683362957627 0.00083939537204872521 0.00065153178439280072 0.00079435645846393367 0.000773790890382663 0.00090531930869330575 0.00083630910448071101 0.00080390014946256035
leaf_weight=78 78 877 83 71 81 53 83 59 84 61 59 105 66 90 57 76 60 87 78 293 56 71 68 92 60 59
leaf_count=78 78 877 83 71 81 53 83 59 84 61 59 105 66 90 57 76 60 87 78 293 56 71 68 92 60 59
internal_value=0 0.00081377 0.000199265 0.000460116 0.000857531 0.000700094 0.000323876 0.000584945 0.000703113 0.000888409 0.000761166 0.000896944 0.000925049 0.000196208 0.000904609 0.000823836 0.000772986 0.00100797 0.000822652 0.000891858 0.0007485 0.000712327 0.000887249 0.00084964 0.000905855 0.000862403
internal_weight=0 2651 334 292 2359 387 251 214 143 1972 334 1911 1380 168 1314 531 295 144 253 1170 134 176 236 160 119 119
internal_count=2985 2651 334 292 2359 387 251 214 143 1972 334 1911 1380 168 1314 531 295 144 253 1170 134 176 236 160 119 119
is_linear=0
shrinkage=0.0032998


Tree=8547
num_leaves=26
num_cat=0
split_feature=2 16 159 4 16 0 2 3 16 3 401 0 0 15 3 472 16 42 0 16 403 2 3 2 51
split_gain=0.279191 0.140994 0.0839138 0.0998028 0.0940881 0.0908242 0.0962752 0.131785 0.0853434 0.13949 0.0989372 0.210143 0.0955803 0.0886517 0.0854483 0.0790254 0.0786366 0.106849 0.102198 0.0769563 0.0749649 0.132241 0.0390921 0.0268151 0.0219682
threshold=0.13501500000000002 -0.116045 -0.085534999999999986 -0.021269999999999997 -0.071444999999999995 -0.16199999999999995 0.090640000000000012 0.10265000000000001 -0.086909999999999987 -0.12077499999999998 0.080265000000000017 -0.079324999999999993 -0.093874999999999986 0.082225000000000006 -0.076004999999999975 -0.078554999999999986 0.15273500000000004 0.094935000000000005 -0.060094999999999989 0.024125000000000004 0.021625000000000002 0.092155000000000015 -0.0031199999999999995 0.084305000000000005 0.0033150000000000007
decision_type=2 2 2 2 2 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 24 6 -4 -8 9 -7 15 -12 20 14 -14 -10 18 -18 -17 -1 21 -11 -3 -15 -5
right_child=1 22 5 4 -6 8 7 -9 10 12 11 -13 13 23 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.015504671283445116 0.0029255727527660964 -0.0022475620436830791 0.0060663723486849772 0.0048874171394550471 -0.00053509534068927418 0.012098731908552235 -0.0083724462613375805 0.0027315013721516033 -0.0012191447593410008 -0.0031336109959430869 0.0047152850108609454 -0.0078446944930942522 0.015702961347269825 0.007126830283080211 0.0065099497797244023 0.0042164981568949761 0.0052449782046365828 0.013114241265624218 -0.0015016539580791413 0.0068125279544427588 0.0077047503381143748 0.0058818846797862598 -0.0083059897604074277 0.0031747752484227072 0.0097143585207673556
leaf_weight=55 99 56 58 52 65 91 55 67 74 105 94 63 52 83 66 962 275 60 97 63 59 82 68 124 60
leaf_count=55 99 56 58 52 65 91 55 67 74 105 94 63 52 83 66 962 275 60 97 63 59 82 68 124 60
internal_value=0 -0.00179838 0.00438646 0.00707717 0.00453235 0.00406398 0.000413198 -0.00225965 0.00435054 0.00596562 0.00369147 -0.000313264 0.00498505 0.00688246 0.0105763 0.00412099 0.00440576 0.00665976 0.00369104 0.0108792 0.002471 0.000810101 -0.00558441 0.00476809 0.00748932
internal_weight=0 223 2762 295 177 2467 180 122 2287 662 1625 157 571 325 118 1468 1394 335 1059 118 246 187 124 207 112
internal_count=2985 223 2762 295 177 2467 180 122 2287 662 1625 157 571 325 118 1468 1394 335 1059 118 246 187 124 207 112
is_linear=0
shrinkage=0.16829


Tree=8548
num_leaves=18
num_cat=0
split_feature=39 44 133 150 48 14 403 4 475 155 42 42 159 4 403 402 403
split_gain=0.204727 0.100063 0.112938 0.100379 0.0907751 0.0807982 0.0820189 0.131993 0.0842122 0.0519895 0.0473445 0.106803 0.0691137 0.0522442 0.0451129 0.0302296 0.0175265
threshold=0.12081000000000001 0.081710000000000019 0.085730000000000015 0.11717500000000002 0.098985000000000017 0.073890000000000011 0.09389500000000002 0.51395000000000002 -0.083559999999999982 0.08357500000000001 0.091330000000000008 0.088630000000000014 0.024100000000000003 -0.07928499999999998 -0.072664999999999993 0.10783500000000001 0.11307000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 9 6 7 8 -1 10 11 12 -4 -12 -15 16 -8
right_child=-2 -3 4 -5 -6 -7 15 -9 -10 -11 13 -13 -14 14 -16 -17 -18
leaf_value=-0.0014704602780151877 -0.0063745592039441169 0.010658338433594487 0.0048376574272281144 -0.0033174360935997876 -0.0012554701001559439 0.0081853799560964603 0.0095589551495438123 -0.0057819645799232783 0.0029024587093552916 0.00027061708513707682 -0.00019949254326529059 0.013167104426518863 0.010677437836579578 0.0092880528024080391 0.0036304049362107203 0.0032799240485762732 0.0054793553683694235
leaf_weight=136 61 54 364 77 62 78 60 56 1438 53 65 64 69 57 140 85 66
leaf_count=136 61 54 364 77 62 78 60 56 1438 53 65 64 69 57 140 85 66
internal_value=0 0.00346609 0.00333014 0.00262963 0.00492786 0.00286919 0.00264298 0.00223704 0.00252348 0.0054022 0.00575816 0.00672825 0.0057724 0.0039111 0.00527651 0.00577043 0.00743628
internal_weight=0 2924 2870 1996 874 1919 1841 1630 1574 812 759 497 433 262 197 211 126
internal_count=2985 2924 2870 1996 874 1919 1841 1630 1574 812 759 497 433 262 197 211 126
is_linear=0
shrinkage=0.16829


Tree=8549
num_leaves=19
num_cat=0
split_feature=2 0 96 2 2 2 41 4 12 403 12 3 2 15 51 12 3 12
split_gain=0.161172 0.0998771 0.0824419 0.0811185 0.0837863 0.0787134 0.0716858 0.0878738 0.144003 0.186993 0.107354 0.1064 0.251262 0.0935769 0.0537141 0.0376072 0.0732475 0.0152133
threshold=0.13501500000000002 -0.10462499999999998 0.085480000000000014 0.17730000000000004 0.14415000000000003 -0.15154999999999999 0.084515000000000021 -0.083804999999999977 0.085655000000000023 -0.0018599999999999999 0.11928500000000002 0.091085000000000013 0.11411 -0.23079499999999997 -0.11101499999999999 0.093815000000000023 -0.095009999999999983 0.099980000000000013
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 -3 -1 7 8 9 -7 11 13 -13 -9 -11 16 -10 -17
right_child=1 3 -4 -5 -6 6 -8 10 15 14 -12 12 -14 -15 -16 17 -18 -19
leaf_value=0.0089495225701439265 0.004812553797280782 -0.0056215459256275559 -0.003554009569703601 -0.0086550491520282751 0.0035793079637103701 0.016719137009085207 -0.0020634972885609391 -0.0032716184009913989 -0.0031435108794311403 0.0013063251635528155 0.0095241092697713973 -0.0065096226412716578 0.0070187047591957277 0.0030821704514213933 0.0075358247807155339 0.006669944276103219 0.0036702885389244006 0.0029086671951672805
leaf_weight=66 52 55 52 59 57 56 75 68 69 58 63 107 61 1707 126 70 126 58
leaf_count=66 52 55 52 59 57 56 75 68 69 58 63 107 61 1707 126 70 126 58
internal_value=0 -0.00163122 0.00306713 -0.00360124 -0.000922928 0.00319484 0.00305051 0.00320051 0.00506197 0.00818811 0.00267718 0.00245425 -0.00158686 0.00283775 0.00558194 0.00273359 0.00125004 0.00497965
internal_weight=0 223 2762 171 112 2710 2644 2569 563 240 2006 1943 168 1775 184 323 195 128
internal_count=2985 223 2762 171 112 2710 2644 2569 563 240 2006 1943 168 1775 184 323 195 128
is_linear=0
shrinkage=0.16829


Tree=8550
num_leaves=26
num_cat=0
split_feature=1 1 124 12 4 11 12 11 1 2 47 4 49 158 43 1 12 49 13 12 12 43 12 159 2
split_gain=10.3686 1.39835 1.22116 1.09642 0.773694 0.46359 0.396804 0.557318 0.385728 0.399711 0.360512 0.292696 0.40575 0.256949 0.221525 0.148598 0.132265 0.126422 0.123151 0.105166 0.168188 0.0878853 0.0846242 0.0833531 0.0177143
threshold=0.10290000000000001 0.13662500000000002 -0.080429999999999988 0.085075000000000026 0.046185000000000004 0.090310000000000015 0.11755500000000001 1.0000000180025095e-35 0.087110000000000007 0.088005000000000014 0.10070000000000003 0.40052000000000004 -0.054319999999999993 0.078875000000000015 -0.0068849999999999996 0.15390500000000004 0.088665000000000008 -0.0073549999999999996 -0.080314999999999984 0.084130000000000024 0.097240000000000007 -0.046639999999999994 0.096990000000000007 -0.26504999999999995 0.089025000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 10 6 22 7 8 16 21 11 12 -2 19 -13 18 17 -4 -3 -6 -21 -10 -5 -18 -9
right_child=1 15 4 5 13 -7 -8 24 9 -11 -12 14 -14 -15 -16 -17 23 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.00053428238439445818 0.00048920794391619669 0.00019099515130536365 0.00095611071990727239 0.00092010591133193434 0.00061243647215093071 0.0004881047588653557 0.00072729043015031219 0.0011840898893008584 0.00099841400741681823 0.00064823920949210389 0.00070454449310985946 0.00038308346643174446 0.00014484180505812638 0.00096400640088118155 0.0006701162810634426 9.1386060774963426e-05 0.0011036358990401153 0.0010645591654924462 0.00041776393701286479 0.00088291374020306674 0.00064829430383249995 0.00088720477317265497 0.00076565155106390187 0.00096201147961682133 0.0012854370282639215
leaf_weight=72 72 54 152 87 52 52 59 55 166 60 54 58 78 83 61 56 54 653 52 86 57 165 78 494 54
leaf_count=72 72 54 152 87 52 52 59 55 166 60 54 58 78 83 61 56 54 653 52 86 57 165 78 494 54
internal_value=0 0.000499033 0.000958218 0.000579741 0.000972139 0.000761391 0.000995869 0.0010044 0.000989993 0.000897929 0.000457594 0.000407889 0.000310372 0.000808807 0.000530514 0.000229787 0.00101657 0.00104413 0.000302573 0.000742567 0.00078964 0.000943084 0.000847305 0.000976031 0.00123462
internal_weight=0 702 2262 540 2190 217 1912 1853 1744 391 323 269 150 278 119 162 1353 805 106 195 143 331 165 548 109
internal_count=2964 702 2262 540 2190 217 1912 1853 1744 391 323 269 150 278 119 162 1353 805 106 195 143 331 165 548 109
is_linear=0
shrinkage=0.0032998


Tree=8551
num_leaves=35
num_cat=0
split_feature=1 160 50 52 1 50 0 160 42 1213 398 133 160 1212 160 0 0 1 0 0 0 12 0 52 43 43 42 43 50 133 0 52 1213 0
split_gain=0.242878 0.114633 0.127675 0.170142 0.120393 0.111344 0.0842062 0.0771657 0.0747216 0.0640916 0.075246 0.10659 0.190059 0.0639493 0.063538 0.0628499 0.218688 0.0624819 0.0815551 0.0591316 0.057892 0.0567387 0.0598706 0.0464504 0.125146 0.0799776 0.0420595 0.0420351 0.0377182 0.0326377 0.0256479 0.0252061 0.0245037 0.00870162
threshold=0.087055000000000007 -1.0000000180025095e-35 0.082420000000000007 -0.072144999999999987 0.10723500000000001 -0.041284999999999995 -0.10594499999999998 -0.13815999999999998 0.090385000000000007 -0.087049999999999975 1.0000000180025095e-35 -0.0052199999999999989 -0.022899999999999997 0.08468500000000001 -0.081969999999999987 -0.12851999999999997 -0.087734999999999994 0.080125000000000016 -0.089179999999999995 -0.14259999999999998 -0.081484999999999988 0.087805000000000008 -0.081294999999999992 0.10611000000000001 -0.031974999999999996 0.037915000000000011 0.11195000000000001 -0.080384999999999984 0.09209500000000001 -0.0072199999999999999 -0.086774999999999977 -0.34918499999999997 1.0000000180025095e-35 0.060910000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 7 3 19 6 -1 -5 8 -2 13 11 12 -11 30 -9 -6 -17 23 -19 -3 -16 32 -23 25 -25 -13 28 -21 -4 -30 -7 33 -14 -29
right_child=1 2 26 4 15 9 -8 14 -10 10 -12 17 21 -15 20 16 -18 18 -20 27 -22 22 -24 24 -26 -27 -28 31 29 -31 -32 -33 -34 -35
leaf_value=-0.0028493247120078779 -0.0020883215835243345 0.0062747981038888366 0.0084119654738162731 -0.012643947888720683 -0.0046035268909434702 0.0026015645453864155 -0.0037614003962526473 0.010899763728923725 0.0059040499462528198 -0.0053509000826213633 0.010060646114925525 0.0044369289108782423 0.0041363065833318674 0.012538388189678586 -0.00022828352885350062 0.0093454869607615173 -0.0051646479437215684 0.0044856244734181802 0.013455473827814566 -0.0021506601590113362 0.0070460905596510786 -0.0015569360687793536 0.005152537088618802 0.0046567013319045916 -0.0045303112036304905 0.01097820705170815 -0.00065348925809084518 0.0053835559198028831 0.00027945872790793142 0.0055961328012084062 0.0075448748171305889 -0.00042250784744164537 0.0086632530278612403 0.0022204575645751925
leaf_weight=60 88 64 55 57 90 53 66 56 53 88 59 666 90 52 52 53 66 66 52 100 75 89 65 151 58 58 53 52 62 71 72 63 57 52
leaf_count=60 88 64 55 57 90 53 66 56 53 88 59 666 90 52 52 53 66 66 52 100 75 89 65 151 58 58 53 52 62 71 72 63 57 52
internal_value=0 0.00116064 0.000185132 -0.00101858 -0.00371212 0.0042556 -0.00789231 0.0038769 0.000903162 0.00451102 0.00415075 0.00390736 0.00152067 0.007552 0.00615832 -0.00124341 0.00128275 0.00478902 0.00845367 0.00167768 0.00405346 0.00353561 0.00126332 0.00432361 0.0020986 0.00496344 0.00350403 0.000569019 0.00468566 0.00313119 0.00546328 0.00220833 0.00590388 0.00381928
internal_weight=0 1228 904 663 332 1736 123 324 141 1676 1499 1440 389 177 183 209 119 1051 118 331 127 301 154 933 209 724 241 267 188 133 125 167 147 104
internal_count=2964 1228 904 663 332 1736 123 324 141 1676 1499 1440 389 177 183 209 119 1051 118 331 127 301 154 933 209 724 241 267 188 133 125 167 147 104
is_linear=0
shrinkage=0.16829


Tree=8552
num_leaves=17
num_cat=0
split_feature=4 2 123 10 150 0 12 14 0 4 123 3 12 4 2 0
split_gain=3.13963 0.854275 0.597807 0.287894 0.257952 0.269596 0.202504 0.229496 0.185482 0.586785 0.167867 0.171757 0.146046 0.135816 0.0972717 0.0589334
threshold=0.31392000000000003 0.14132000000000003 0.081180000000000016 -1.0000000180025095e-35 0.08926000000000002 -0.090729999999999991 0.11755500000000001 0.073890000000000011 -0.13165999999999997 0.0067750000000000006 0.085810000000000011 0.12955000000000003 -0.032329999999999991 -0.0040999999999999986 0.11523000000000001 -0.084204999999999988
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 -6 7 8 9 -1 11 14 -10 -4 -5 -7
right_child=3 -3 13 10 5 15 -8 -9 12 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00026918332642597407 -8.1059673119107318e-07 0.00025376101012304826 0.0004449014214165574 0.00047655314752344984 0.00028106263939773485 0.00063462187187664329 0.00043138675985464201 0.00076260972639172013 0.00076557820497237278 0.0007107893283573144 0.00010535286201181648 0.00014633252389622265 0.0005923386109440629 0.00023500757075713076 0.00028823484336426146 0.00047582570621088234
leaf_weight=73 61 98 83 55 62 54 86 88 56 60 63 53 1891 58 69 54
leaf_count=73 61 98 83 55 62 54 86 88 56 60 63 53 1891 58 69 54
internal_value=0 0.000556776 0.00056834 0.000201038 0.000580513 0.00045565 0.000589915 0.000596187 0.000589129 0.000468669 0.000252488 0.000304659 0.000597339 0.000358812 0.000372047 0.00055555
internal_weight=0 2663 2565 301 2424 170 2254 2168 2080 133 240 177 1947 141 124 108
internal_count=2964 2663 2565 301 2424 170 2254 2168 2080 133 240 177 1947 141 124 108
is_linear=0
shrinkage=0.0032998


Tree=8553
num_leaves=32
num_cat=0
split_feature=1 148 3 3 51 156 2 1 16 474 48 1 1 16 42 3 42 133 47 1 16 16 2 133 2 1212 1213 1429 16 3 3
split_gain=0.182841 0.104363 0.113521 0.0963301 0.0769378 0.0892962 0.0949906 0.0771121 0.0905746 0.0683212 0.0856141 0.0935753 0.14892 0.102841 0.079966 0.0741735 0.0660566 0.0765402 0.0642629 0.0623303 0.0585736 0.0580879 0.0473681 0.061915 0.0511483 0.0922133 0.0677725 0.0436457 0.0371565 0.036067 0.0143158
threshold=0.087055000000000007 -1.0000000180025095e-35 0.28833000000000003 0.093925000000000022 -0.09021499999999999 0.087680000000000022 0.11297 0.078320000000000015 -0.0015099999999999998 0.095835000000000017 0.085875000000000021 0.09215000000000001 0.10123500000000001 -0.43708999999999992 -0.0070449999999999992 -0.036264999999999992 0.086855000000000016 0.048240000000000005 0.082465000000000024 0.089825000000000002 -0.078939999999999996 0.15273500000000004 0.084095000000000017 -0.0091299999999999975 0.08622500000000001 0.058905000000000006 -0.12077499999999998 0.083985000000000018 -0.11082499999999999 -0.070724999999999996 -0.082689999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 9 -2 5 6 -1 8 22 10 11 14 29 -14 -3 -12 17 -10 -17 -16 -9 -18 23 -6 25 30 -26 -28 -4 -13 -24
right_child=1 2 28 -5 7 -7 -8 20 16 -11 15 12 13 -15 19 18 21 -19 -20 -21 -22 -23 24 -25 26 -27 27 -29 -30 -31 -32
leaf_value=-0.0074343077303123404 -0.0084625582385357001 0.002480170716826944 -1.3784346237739699e-05 0.0014802556230769351 0.0038642216717244943 0.0046588361091900151 0.0026264122973948967 0.0048149860622475251 -0.0051828141126157908 0.0071972684458959952 0.0093928704756887898 0.0046284408541463207 0.0058974034500446013 -0.0010685214754235098 -0.0010495715719474703 0.0056181715615715479 0.00087337990184207603 0.0021603912076185385 -0.0019614896635221373 -0.00882749501708225 0.011946270941887299 0.0081232075423662928 0.0030348295381720067 0.011707807640741377 0.010211817025135735 -0.0034153467867827636 0.0040298539714805643 0.0083310738191799422 -0.0062190030653179809 0.009959309778399485 0.0063509702214503815
leaf_weight=54 57 66 52 53 56 93 52 69 68 76 71 115 75 300 61 80 68 98 52 57 64 59 116 60 65 62 619 76 59 54 57
leaf_count=54 57 66 52 53 56 93 52 69 68 76 71 115 75 300 61 80 68 98 52 57 64 59 116 60 65 62 619 76 59 54 57
internal_value=0 0.00128511 0.00177283 -0.0036556 0.00397101 0.000846194 -0.00248191 0.00437442 0.00400505 0.0023369 0.00193821 0.00108286 0.00219415 0.000319873 -0.00219293 0.0049968 0.00136431 -0.000836846 0.00261863 -0.00482193 0.00826009 0.00425556 0.00469987 0.00793674 0.0043207 0.00213742 0.00499342 0.00450279 -0.00332824 0.00634243 0.00413782
internal_weight=0 1228 1118 110 1736 199 106 1537 1404 1007 931 728 544 375 184 203 293 166 132 118 133 127 1111 116 995 235 760 695 111 169 173
internal_count=2964 1228 1118 110 1736 199 106 1537 1404 1007 931 728 544 375 184 203 293 166 132 118 133 127 1111 116 995 235 760 695 111 169 173
is_linear=0
shrinkage=0.16829


Tree=8554
num_leaves=25
num_cat=0
split_feature=4 39 2 150 2 39 2 2 14 0 4 4 34 4 2 48 4 16 0 0 52 16 4 16
split_gain=7.7936 2.9482 1.96286 0.644968 0.492279 0.688596 0.471619 0.447499 0.446587 1.02539 0.461469 0.37356 0.346874 0.284007 0.281991 0.234366 0.33551 0.146061 0.127154 0.120771 0.0775377 0.260096 0.0279561 0.0271799
threshold=0.27998000000000006 0.0047850000000000011 0.10859000000000001 0.08882000000000001 -1.0000000180025095e-35 0.10795 0.14132000000000003 0.14019000000000004 0.073890000000000011 -0.13165999999999997 0.0048200000000000005 0.018150000000000003 -0.010739999999999998 0.50996500000000011 0.10134000000000001 0.093225000000000016 -0.17568999999999999 -0.053299999999999993 -0.085349999999999995 -0.075804999999999997 -0.4387299999999999 0.031255000000000005 0.097095000000000015 -0.53870999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 6 -3 14 19 12 9 10 -1 15 -2 23 -6 16 -11 22 -17 -4 -21 -22 -13 -14
right_child=7 4 3 -5 5 -7 -8 -9 -10 11 -12 17 13 -15 -16 18 -18 -19 -20 20 21 -23 -24 -25
leaf_value=0.00053641342574880027 0.00024382956577155253 0.00031429634670914348 0.00075388724222511894 0.00043948258554561573 0.0010087995006311582 0.00038577712759976427 0.00054029650936576268 0.00018881829321338155 0.0012590823477687326 0.0012430881546512016 0.0009471866660431947 0.001032604423368267 0.0005035041068459455 0.00073035842065740395 0.00067534470091721829 0.0010198713177616949 0.001054472014804539 0.00078125700018702937 0.00078604767966202035 0.0010223181523412572 0.0010172314185801709 0.00070073100669471619 0.00092704400084688964 0.00039625317285006347
leaf_weight=65 53 52 58 56 53 57 52 78 92 113 56 57 58 62 60 54 1445 69 52 68 65 52 81 56
leaf_count=65 53 52 58 56 53 57 52 78 92 113 56 57 58 62 60 54 1445 69 52 68 65 52 81 56
internal_value=0 0.000960943 0.000994154 0.000765481 0.000596511 0.000682628 0.000827246 0.000405431 0.00103265 0.00102218 0.000726815 0.00104126 0.000479058 0.000549694 0.000832056 0.00105783 0.00106817 0.000907856 0.000905498 0.000888506 0.00093052 0.000876866 0.0009709 0.000451128
internal_weight=0 2657 2435 351 222 170 295 307 2084 1992 121 1871 229 176 113 1664 1558 207 106 243 185 117 138 114
internal_count=2964 2657 2435 351 222 170 295 307 2084 1992 121 1871 229 176 113 1664 1558 207 106 243 185 117 138 114
is_linear=0
shrinkage=0.0032998


Tree=8555
num_leaves=26
num_cat=0
split_feature=1 3 1 39 15 4 43 4 49 133 3 39 43 49 484 47 147 11 43 4 4 133 3 43 402
split_gain=7.58262 1.19991 0.917609 0.903842 0.736242 0.336231 0.55549 0.326126 0.305461 0.265703 0.255611 0.240254 0.228397 0.140177 0.119085 0.109288 0.102045 0.145463 0.109381 0.0919944 0.0680237 0.0716595 0.0587612 0.0436525 0.0239431
threshold=0.10921500000000002 0.3148450000000001 0.092395000000000019 0.087735000000000021 0.025430000000000005 -0.16236499999999995 -0.033049999999999989 0.41939500000000002 -0.050619999999999991 0.089725000000000013 -0.016814999999999997 1.0000000180025095e-35 -0.073079999999999992 -0.064334999999999989 -0.064309999999999992 0.087850000000000025 0.085900000000000018 1.0000000180025095e-35 0.0034500000000000004 -0.076164999999999997 -0.080114999999999978 0.31405000000000005 -0.082274999999999987 -0.069434999999999983 -0.024234999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 7 8 6 -1 13 -4 11 23 16 -5 -2 -11 -15 17 18 -7 -6 24 22 -22 -10 -16
right_child=1 -3 4 12 19 9 -8 -9 10 14 -12 -13 -14 15 20 -17 -18 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.00049332962442866289 0.00054402887855173343 9.1597368129242012e-05 0.00045310226003312338 0.00021511885810030922 0.0010484871294569255 0.00095592654072274561 0.00093177037349130695 0.00044284713246227385 0.00087732507210331278 0.00072087392822622572 0.00057434194854995529 0.0011727704809207404 0.00048307351320452796 0.00063557341110381858 0.00089099757043238561 0.00081576605577726702 0.00079921975881570872 0.0011200819074842694 0.00087321067986330966 0.00087113106384652532 0.00080000681163495361 0.00076964276543918498 0.00092881637360378523 0.00075014137894472831 0.00099570275012767504
leaf_weight=54 54 87 66 99 57 930 77 80 54 63 93 52 54 65 56 93 56 53 229 84 63 90 129 84 64
leaf_count=54 54 87 66 99 57 930 77 80 54 63 93 52 54 65 56 93 56 53 229 84 63 90 129 84 64
internal_value=0 0.000446517 0.000882867 0.000515826 0.000746166 0.000914098 0.000751308 0.000623594 0.000652565 0.000926025 0.000709401 0.000950169 0.000309921 0.000691635 0.000857414 0.000741859 0.000941012 0.000947534 0.000939614 0.000943078 0.000878725 0.00084949 0.000886734 0.000800164 0.000947134
internal_weight=0 532 2354 445 438 1916 131 292 297 1785 231 1320 153 212 465 158 1268 1212 1159 141 402 282 192 138 120
internal_count=2886 532 2354 445 438 1916 131 292 297 1785 231 1320 153 212 465 158 1268 1212 1159 141 402 282 192 138 120
is_linear=0
shrinkage=0.0032998


Tree=8556
num_leaves=23
num_cat=0
split_feature=12 12 4 16 52 1453 4 16 16 42 12 129 51 4 16 15 47 42 15 16 12 4
split_gain=0.202905 0.16033 0.13076 0.129621 0.184849 0.0872789 0.131774 0.226561 0.113526 0.150509 0.0945767 0.0773995 0.079525 0.0825021 0.0631718 0.0997221 0.0885253 0.0401292 0.0390921 0.0413631 0.0356002 0.0546643
threshold=-0.19698999999999997 0.092755000000000018 -0.50810499999999992 -0.090614999999999987 -0.0088649999999999996 -0.014859999999999998 -0.111135 0.066010000000000013 -0.0021749999999999994 0.090535000000000018 0.083725000000000008 0.0036150000000000006 0.096685000000000007 0.31392000000000003 -0.54364499999999982 -0.42443999999999993 0.091210000000000013 0.097025000000000014 0.09278500000000002 -0.06859999999999998 0.11395500000000001 -0.066714999999999983
decision_type=2 2 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 -7 10 -10 -8 12 13 17 -6 -16 -17 20 -19 -20 21 -3
right_child=1 11 3 5 14 6 8 -9 9 -11 -12 -13 -14 -15 15 16 -18 18 19 -21 -22 -23
leaf_value=-0.0056435368940742541 0.012460419115863755 0.005467900667133852 0.015226015167898078 -0.001823357178181 0.010892718397998121 -0.0088398583879692287 0.00057686152413053803 0.0052041380800387166 0.0091717651461093487 -0.00044342816562882218 0.0046881356289733191 0.0070983051085984333 -0.0031324663498568661 -0.0041387348461798933 -0.0014881364045845498 0.0071040758730088983 0.00048884411913770773 -0.0017684883229641545 -0.00063689368103897741 0.0053817818403803412 0.0078719284900754683 0.0011645963923542198
leaf_weight=62 63 156 65 75 59 58 215 74 252 56 614 80 89 53 58 331 70 89 56 75 53 183
leaf_count=62 63 156 65 75 59 58 215 74 252 56 614 80 89 53 58 331 70 89 56 75 53 183
internal_value=0 0.00407718 0.00489877 0.00465062 0.0067501 0.00373857 0.0040687 -0.000953098 0.00465329 0.00741772 0.00362405 0.00211465 0.0015835 0.00221736 0.00568306 0.00500949 0.00595378 0.00277074 0.000940814 0.0027952 0.00379316 0.00315018
internal_weight=0 2824 1990 1927 583 1344 1269 132 1137 308 829 834 754 665 518 459 401 612 220 131 392 339
internal_count=2886 2824 1990 1927 583 1344 1269 132 1137 308 829 834 754 665 518 459 401 612 220 131 392 339
is_linear=0
shrinkage=0.16829


Tree=8557
num_leaves=28
num_cat=0
split_feature=3 3 42 12 42 12 12 484 484 2 3 42 3 42 42 151 12 3 3 48 16 12 12 2 131 2 129
split_gain=0.244952 0.140216 0.141934 0.135557 0.134544 0.131777 0.155573 0.10276 0.151178 0.0905499 0.0846375 0.146472 0.139018 0.082844 0.0758762 0.0757677 0.0721806 0.143749 0.069766 0.121853 0.10054 0.0655839 0.0723363 0.0642923 0.056067 0.0512238 0.0342044
threshold=0.35004500000000011 -0.084094999999999989 0.086635000000000004 0.092085000000000014 0.088185000000000013 0.083725000000000008 0.084395000000000012 -0.088064999999999991 -0.0048899999999999994 0.084360000000000004 -0.13392999999999997 -1.0000000180025095e-35 -0.18945499999999996 0.14345000000000002 0.090175000000000019 0.063570000000000015 0.09253500000000002 -0.081459999999999991 -0.0096849999999999974 0.094275000000000012 -0.095724999999999991 0.094195000000000015 0.10134500000000002 0.085730000000000015 0.08567000000000001 0.085785000000000014 0.086145000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 9 7 23 -7 -3 -9 -4 12 26 -8 14 25 18 17 -16 20 -20 -10 -18 -23 -1 -19 -6 -12
right_child=-2 4 3 -5 13 6 10 8 15 -11 11 -13 -14 -15 16 -17 21 24 19 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=-0.0056990059245675979 -0.006266053778392666 -0.00086622059860868227 -0.0051672143713878491 -0.0091720291484698926 -0.0047454140248224357 0.012475604729329615 0.0018253242906815844 0.01246067787376582 -0.00011247614588325613 0.0034443113838383936 0.0043826346394306576 -0.0043521670174455603 0.012095846078092755 -0.003602470557371425 0.013857578244405592 -0.00053133117147671511 -0.0021711829493913856 0.005685537770952106 0.0094015362005443366 0.0012525863618226597 0.0057726732638522273 0.0054027250269113513 -0.00057884714691823372 0.0014650164933848705 -0.00056741430214419055 0.0026130723556149213 0.00085659880993662198
leaf_weight=64 75 64 52 55 52 55 81 95 104 103 279 84 70 55 53 57 73 150 254 66 382 181 83 79 55 55 110
leaf_count=64 75 64 52 55 52 55 81 95 104 103 279 84 70 55 53 57 73 150 254 66 382 181 83 79 55 55 110
internal_value=0 0.00347091 0.00190729 -0.00199235 0.00437696 0.00290573 0.0038844 0.00563813 0.00607453 0.000543692 0.00312428 0.00201141 0.00659839 0.00267194 0.00316608 0.00536945 0.00390862 0.0060313 0.00578898 0.00772643 0.0045096 0.00227822 0.00351535 -0.0017287 0.00399915 -0.000946224 0.00339017
internal_weight=0 2811 1032 210 1779 822 679 1022 958 155 624 473 151 757 702 863 595 258 806 320 486 337 264 143 205 107 389
internal_count=2886 2811 1032 210 1779 822 679 1022 958 155 624 473 151 757 702 863 595 258 806 320 486 337 264 143 205 107 389
is_linear=0
shrinkage=0.16829


Tree=8558
num_leaves=10
num_cat=0
split_feature=4 1213 401 1447 1348 1456 1453 121 484
split_gain=0.113183 0.0832655 0.152422 0.0775907 0.0767725 0.0718577 0.0727904 0.0680257 0.0573209
threshold=0.6214050000000001 -0.11464999999999999 0.092825000000000005 -0.085804999999999979 0.084895000000000012 -0.10539999999999998 -0.040249999999999987 -1.0000000180025095e-35 0.091085000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 -5 -7 -8 -9
right_child=-2 3 -4 4 -6 6 7 8 -10
leaf_value=-0.0066017420257613877 -0.0038558282828042474 -0.0016591278219580381 0.0047172146671683032 0.0080617188573961496 -0.0022560879702485394 -0.0013732147926813385 0.009202076294108557 0.0030652658466811446 0.0072409330540866082
leaf_weight=71 73 95 64 90 70 94 56 2175 98
leaf_count=71 73 95 64 90 70 94 56 2175 98
internal_value=0 0.00284607 -0.00122241 0.00305183 0.00322579 0.00337921 0.00320454 0.00339007 0.00324609
internal_weight=0 2813 135 2678 2583 2513 2423 2329 2273
internal_count=2886 2813 135 2678 2583 2513 2423 2329 2273
is_linear=0
shrinkage=0.16829


Tree=8559
num_leaves=26
num_cat=0
split_feature=4 1 52 1 2 457 3 47 1 160 2 15 403 3 1 4 155 1 15 1 52 52 160 15 43
split_gain=8.18419 2.11219 1.10007 0.939824 0.568411 0.676491 0.435911 0.406571 0.411107 0.259049 0.251364 0.158925 0.157489 0.142638 0.184522 0.134307 0.144072 0.11932 0.110751 0.109137 0.103447 0.10156 0.0877825 0.0648682 0.0642714
threshold=0.27998000000000006 0.10404000000000001 -0.41694999999999993 0.12895500000000001 0.091235000000000024 0.08351500000000002 0.28833000000000003 0.078345000000000012 0.11189500000000001 -0.53492499999999987 0.123795 -0.46645999999999993 -0.53447999999999996 -0.082474999999999979 0.092395000000000019 0.043640000000000005 0.082265000000000019 0.14646500000000004 0.043560000000000008 0.11050000000000001 -0.065394999999999995 0.0030150000000000008 0.09709000000000001 -0.013439999999999999 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
left_child=1 4 -3 11 9 10 7 8 -4 -1 15 -2 -11 22 20 16 18 -5 -6 -13 -15 -17 24 -16 -14
right_child=3 2 6 17 5 -7 -8 -9 -10 12 -12 19 13 14 23 21 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00079844837060098111 0.00069833458342210967 0.001097583492817559 0.00036811381856159523 0.00025817705086810276 0.00091093331105308504 0.00054678856649395134 0.00035909681139896179 0.00084522215289056606 0.00072971063942610175 0.00087671076133183335 0.00073436928947230888 0.00036877229317064749 0.0010309806066522876 0.0010295795282863908 0.00088849614357348048 0.00079022534518877132 0.0011171367404296968 5.9833718094759377e-05 0.001020621518937045 0.00056992277697568967 0.0011469302630056659 0.00095694562655602511 0.0008783403879385241 0.0010353509422804399 0.00091609972630811193
leaf_weight=55 53 66 62 90 239 52 55 102 78 70 62 55 582 121 59 84 78 53 190 67 316 84 56 92 65
leaf_count=55 53 66 62 90 239 52 55 102 78 70 62 55 582 121 59 84 78 53 190 67 316 84 56 92 65
internal_value=0 0.000945122 0.000711529 0.000383733 0.000983562 0.000912174 0.00062562 0.000686048 0.000569827 0.00102331 0.000937907 0.000545997 0.00103238 0.00104079 0.00107957 0.00095655 0.000983902 0.000184912 0.000959595 0.000479529 0.00111452 0.000873795 0.0010083 0.000978204 0.00101949
internal_weight=0 2568 363 318 2205 789 297 242 140 1416 737 175 1361 1291 588 675 507 143 429 122 437 168 703 151 647
internal_count=2886 2568 363 318 2205 789 297 242 140 1416 737 175 1361 1291 588 675 507 143 429 122 437 168 703 151 647
is_linear=0
shrinkage=0.0032998


Tree=8560
num_leaves=28
num_cat=0
split_feature=4 15 42 2 50 14 0 4 2 0 0 42 2 1 12 0 474 12 42 0 160 4 51 1 42 160 4
split_gain=0.10212 0.126846 0.131862 0.0920482 0.117361 0.105238 0.107425 0.107796 0.0929692 0.108589 0.083914 0.0757035 0.0705871 0.138961 0.138816 0.0696333 0.0951242 0.0925558 0.110092 0.0679697 0.0666226 0.0552099 0.0481672 0.0646231 0.0330939 0.0301422 0.0201451
threshold=0.31392000000000003 -0.41725999999999991 0.086375000000000021 0.086115000000000011 0.098445000000000019 0.020750000000000005 -0.14720499999999997 0.0019650000000000002 -0.0098549999999999974 -0.06612999999999998 -0.16199999999999995 0.083785000000000012 0.10912000000000001 0.077845000000000011 0.080635000000000012 -0.055084999999999988 0.037915000000000011 0.080020000000000022 0.085695000000000007 -0.079394999999999979 0.058535000000000011 0.0033150000000000007 0.10513500000000002 0.092900000000000024 -0.079234999999999986 -0.068619999999999987 -0.072004999999999986
decision_type=2 2 2 2 2 2 2 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 8 6 7 -5 9 -1 -3 -6 13 19 -15 16 17 -10 -19 21 22 -8 23 -14 -21 -2 -13
right_child=1 10 -4 5 11 -7 12 -9 15 -11 -12 26 20 14 -16 -17 -18 18 -20 24 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0059784702928784633 0.0097333858200272273 0.00028450152180404072 -0.0024735513925954111 -0.0071634590006928785 -0.0047416481504733389 0.0099583519833213504 0.0046491772126890018 0.0030831833926256253 0.012916109253317869 -0.0047433012103146972 -0.0081577992676692204 0.00048879508962288028 0.0029792165927841267 0.0014945000555415479 -0.0098041316750264989 0.01169753936751816 -0.0013028094845802705 0.0035862868567952105 0.0080753619648435537 0.0036699112740669498 0.010363057944289393 0.0012156986905901251 -0.00016850849749939809 0.0088176630883472044 -0.00052486666297179793 0.0040543368366282185 0.0049504104960452757
leaf_weight=55 53 70 71 64 52 54 490 53 53 52 63 53 160 75 52 58 52 354 278 72 53 184 65 82 203 56 65
leaf_count=55 53 70 71 64 52 54 490 53 53 52 63 53 160 75 52 58 52 354 278 72 53 184 65 82 203 56 65
internal_value=0 0.00023407 0.00315161 0.00345273 0.00466272 0.00264446 0.00238898 -0.00250646 0.0054274 0.000751099 -0.00370098 0.000594807 0.0027891 0.00210366 -0.00311757 0.00605453 0.00560801 0.00613525 0.00556375 0.00280429 0.0048328 0.00371451 0.00387222 0.00496496 0.000566869 0.00683219 0.00296169
internal_weight=0 313 180 2679 1072 1607 1553 117 902 107 133 170 1436 1076 127 795 737 685 632 949 360 674 307 242 275 109 118
internal_count=2992 313 180 2679 1072 1607 1553 117 902 107 133 170 1436 1076 127 795 737 685 632 949 360 674 307 242 275 109 118
is_linear=0
shrinkage=0.16829


Tree=8561
num_leaves=27
num_cat=0
split_feature=3 1 4 4 3 43 2 2 3 52 0 52 3 0 3 52 2 484 4 52 52 0 4 3 43 1
split_gain=4.7839 1.7865 1.10941 1.01638 0.580841 0.692801 0.489782 0.431575 0.355906 0.312483 0.305269 0.241404 0.171449 0.116763 0.104396 0.0994566 0.0946548 0.0890068 0.107069 0.0890489 0.0830959 0.0704781 0.0693599 0.0694055 0.0657696 0.00746918
threshold=-0.053364999999999996 0.087225000000000011 0.31392000000000003 -0.15615999999999999 0.3148450000000001 -0.049364999999999992 0.090020000000000017 0.086325000000000013 0.10265000000000001 -0.5528599999999998 -0.063819999999999988 0.060690000000000008 -0.12077499999999998 0.048825000000000007 0.13470000000000001 0.26760500000000004 -0.0050599999999999994 0.079595000000000013 -0.044384999999999987 0.029970000000000007 -0.090084999999999985 -0.10228499999999999 0.008570000000000003 -0.082474999999999979 0.054875000000000007 0.09636500000000002
decision_type=2 2 2 2 2 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 6 -3 5 16 10 -7 -9 -8 12 20 -1 17 -10 22 -5 18 24 -20 -2 -18 23 -14 -11 -17
right_child=1 3 -4 4 -6 7 9 8 14 13 -12 -13 15 -15 -16 25 21 -19 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0010830656199676692 0.00098708528460008283 0.00082265451066713708 0.00050047467434394754 0.00022090019008190272 0.00017312760724180474 0.00082599473174437715 0.0010465058616688475 0.0002893473548544051 0.00069072126631408465 0.00087523734791568591 0.0007153225996394194 0.00065212383383995499 0.00091207605615531461 0.00065539364427569583 0.00049442430617075057 0.00085236526521933825 0.00029029639640605831 0.00093031552008822403 0.00070216740143017118 0.00081574212869231955 0.00082508030496496393 0.00045242914990619278 0.00081634695005859215 0.00097166974707799916 0.00074165264937944158 0.00077963014811781176
leaf_weight=74 64 78 90 70 88 61 56 58 69 183 81 66 657 68 55 53 58 57 190 136 87 63 64 357 57 52
leaf_count=74 64 78 90 70 88 61 56 58 69 183 81 66 657 68 55 53 58 57 190 136 87 63 64 357 57 52
internal_value=0 0.000563782 0.000860092 0.000470847 0.000418211 0.000467824 0.000875598 0.000584883 0.000503878 0.000807504 0.000913589 0.000820581 0.000926337 0.000788084 0.000603938 0.000916503 0.00031871 0.000802511 0.000789578 0.000749656 0.000893978 0.000375004 0.000926194 0.000933092 0.000843658 0.00081668
internal_weight=0 817 2175 600 522 434 2085 243 182 747 1338 217 1257 691 124 1183 191 623 566 326 151 121 1078 1014 240 105
internal_count=2992 817 2175 600 522 434 2085 243 182 747 1338 217 1257 691 124 1183 191 623 566 326 151 121 1078 1014 240 105
is_linear=0
shrinkage=0.0032998


Tree=8562
num_leaves=26
num_cat=0
split_feature=13 16 13 3 4 51 42 4 43 52 48 129 130 40 3 1447 13 130 15 4 159 43 3 43 158
split_gain=0.107947 0.11344 0.177861 0.0954918 0.0945094 0.174342 0.112991 0.149731 0.0903643 0.0841054 0.078127 0.0761322 0.0884127 0.0731708 0.10494 0.0678316 0.0608903 0.0604833 0.0641024 0.0563821 0.0514654 0.0762713 0.0331385 0.0287362 0.00611552
threshold=-0.10939499999999998 0.053305000000000012 -0.18997999999999995 -0.049204999999999992 -0.15615999999999999 -0.089214999999999989 -0.024804999999999997 -0.0064399999999999987 -0.048179999999999994 0.11628500000000001 0.088965000000000002 -1.0000000180025095e-35 -0.083579999999999988 -0.066629999999999981 0.093925000000000022 -0.085709999999999995 -0.079369999999999982 0.087285000000000015 0.087450000000000014 -0.081929999999999989 -0.032069999999999994 -0.082094999999999987 0.11878500000000002 -0.079944999999999988 -0.42261999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 9 5 -5 8 -8 -6 11 -1 -2 -13 16 -15 -14 -9 18 -17 -19 23 -22 -16 -11 -25
right_child=3 -3 -4 4 6 -7 7 13 -10 20 -12 12 15 14 22 17 -18 19 -20 -21 21 -23 -24 24 -26
leaf_value=0.0058604131115420144 -0.0014042510931147373 0.0067784901392566052 -0.006910549193583547 -0.00065182413338795309 0.010558554553460806 0.012969475901809489 -0.0064596982280549654 0.0015515604342873509 0.00073842408189876284 0.0067665065041871966 -0.0023836835956560901 0.010647182721199222 0.009474467863406201 0.0069894433512901494 -0.0034604529323774805 0.0054876595054348665 -0.0064967172821974719 -0.0024112963303011877 0.0029215453367898423 0.0035007271175748048 -0.0047639923173270976 0.0025098816800848966 0.0023495498871435412 0.0008832089028285319 0.0032292920946134351
leaf_weight=79 58 58 100 52 53 54 93 54 54 58 55 70 75 100 55 899 52 67 403 142 68 102 56 57 78
leaf_count=79 58 58 100 52 53 54 93 54 54 58 55 70 75 100 55 899 52 67 403 142 68 102 56 57 78
internal_value=0 0.000110175 -0.00153498 0.00352275 0.00169042 0.00627038 0.000747915 -0.00051904 0.00561939 0.0040715 0.00246323 0.00456498 0.00477513 0.00121814 0.0030341 0.00451483 -0.0023797 0.00426746 0.00469477 0.00159689 0.00173646 -0.0003891 -0.000513095 0.00361802 0.00225203
internal_weight=0 292 234 2700 623 106 517 410 107 2077 134 1714 1656 317 211 1586 106 1511 1302 209 363 170 111 193 135
internal_count=2992 292 234 2700 623 106 517 410 107 2077 134 1714 1656 317 211 1586 106 1511 1302 209 363 170 111 193 135
is_linear=0
shrinkage=0.16829


Tree=8563
num_leaves=19
num_cat=0
split_feature=13 30 2 158 2 43 13 48 150 11 1374 52 43 42 49 399 2 474
split_gain=0.0747106 0.0769538 0.0853087 0.127806 0.0788082 0.073945 0.0966684 0.0948057 0.0608536 0.0591622 0.0620205 0.0526397 0.0677302 0.0634107 0.046975 0.05227 0.0433201 0.041542
threshold=-0.10939499999999998 0.086220000000000019 0.086115000000000011 -0.073714999999999989 0.086865000000000012 0.054875000000000007 -0.23438999999999996 0.088965000000000002 0.085200000000000012 0.089965000000000003 0.086000000000000007 0.047345000000000005 -0.23287499999999997 0.096275000000000013 -0.0093249999999999982 0.087865000000000013 0.090485000000000024 0.037915000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 6 7 -1 14 10 11 12 -6 -13 -5 17 -7 -16
right_child=1 -3 4 8 9 16 -8 -9 -10 -11 -12 13 -14 -15 15 -17 -18 -19
leaf_value=0.0057177522935539125 -0.0036078615781571025 -0.002914936556196793 -0.0027391808690312939 -0.00016004258560241508 0.0070083941039951721 0.0071227396503018171 -0.0068600185656975459 -0.0038597296191432004 0.009837725572942704 0.0077684709890429079 0.0076722219150231769 0.0043750460871361946 0.00089349266516782551 8.2905531940937784e-05 0.0054103331513589764 -3.4879176398644907e-05 0.00024930005157572366 0.00090392943620878745
leaf_weight=60 55 62 83 60 55 52 70 57 62 60 60 432 791 127 728 61 53 64
leaf_count=60 55 62 83 60 55 52 70 57 62 60 60 432 791 127 728 61 53 64
internal_value=0 0.00293069 0.00306876 0.00426656 0.0023004 9.0598e-05 -0.00190984 0.00103644 0.0047126 0.00257586 0.00236197 0.00213392 0.00129316 0.00340312 0.00436259 0.00468282 0.0036704 0.00504845
internal_weight=0 2700 2638 1030 1608 292 187 117 975 1525 1465 1405 846 559 913 853 105 792
internal_count=2992 2700 2638 1030 1608 292 187 117 975 1525 1465 1405 846 559 913 853 105 792
is_linear=0
shrinkage=0.16829


Tree=8564
num_leaves=10
num_cat=0
split_feature=1420 474 4 150 149 2 2 158 16
split_gain=0.083776 0.0726175 0.0689124 0.0640722 0.0745613 0.0827734 0.0591839 0.0921509 0.0715472
threshold=-0.081689999999999985 -0.089979999999999991 0.62720500000000012 0.12631500000000004 0.081165000000000015 -0.14339499999999997 0.086115000000000011 -0.073714999999999989 -0.011849999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 -7 -8
right_child=1 2 -4 -5 -6 6 8 -9 -10
leaf_value=0.0082405879590189274 0.0072532100014258624 -0.0037256184062281011 -0.0041201909335798958 0.0078035152923118167 -0.0043019367623966043 -0.0036440402478446574 0.0024993622687585208 0.0036166818749645683 0.00022198879384628987
leaf_weight=64 75 68 52 54 53 52 975 944 655
leaf_count=64 75 68 52 54 53 52 975 944 655
internal_value=0 0.00207538 0.00193864 0.00205176 0.00193804 0.00206147 0.00221201 0.0032358 0.00158532
internal_weight=0 2928 2853 2801 2747 2694 2626 996 1630
internal_count=2992 2928 2853 2801 2747 2694 2626 996 1630
is_linear=0
shrinkage=0.16829


Tree=8565
num_leaves=19
num_cat=0
split_feature=483 48 1428 16 3 402 3 43 160 16 12 15 12 0 16 47 0 47
split_gain=0.0901864 0.0960138 0.0892656 0.0985722 0.195471 0.0944139 0.123364 0.135952 0.111633 0.0936301 0.0650082 0.0841373 0.143781 0.0770161 0.0482915 0.0461646 0.0782033 0.0318682
threshold=0.10549500000000002 0.13991500000000004 0.086830000000000018 -0.052894999999999991 0.10766000000000002 0.08406000000000001 -0.13117499999999996 0.0049250000000000014 -0.0092699999999999987 0.11160500000000002 -0.097314999999999985 -0.076594999999999983 0.080635000000000012 -0.105195 -0.52541999999999989 0.077735000000000012 -0.095199999999999993 0.095010000000000011
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 6 9 -8 -7 -5 -1 15 14 -14 -13 16 -12 -17
right_child=-2 -3 -4 4 -6 8 7 -9 -10 -11 11 12 13 -15 -16 17 -18 -19
leaf_value=0.007160466013795338 0.0069842877510063661 -0.0050550105213557229 0.0080978884719654053 0.011677008135095313 -0.0083651444819195214 -0.0090468102940237088 0.0017212381100132313 -0.0053069681229242806 0.0012703298780995182 0.0020279611905155248 -0.0028393151382641981 0.0054547719640761173 -0.0028398109574743831 0.0030927646304046781 0.012494943022281827 0.0060089298609371207 0.0020562868018059173 0.0010764728333329903
leaf_weight=88 100 56 66 58 64 53 824 86 67 57 178 56 67 781 57 65 192 89
leaf_count=88 100 56 66 58 64 53 824 86 67 57 178 56 67 781 57 65 192 89
internal_value=0 0.00183683 0.00197298 0.00182702 0.000682401 0.00118968 0.00171371 0.00105506 -0.00327144 0.00691006 0.00270563 0.00244044 0.00337633 0.00262192 0.00902191 0.000720596 -0.000294039 0.00317002
internal_weight=0 2904 2848 2782 1209 1145 1025 910 120 115 1573 1485 961 848 113 524 370 154
internal_count=3004 2904 2848 2782 1209 1145 1025 910 120 115 1573 1485 961 848 113 524 370 154
is_linear=0
shrinkage=0.16829


Tree=8566
num_leaves=27
num_cat=0
split_feature=1 155 12 2 2 4 1 2 51 12 475 4 12 43 1 13 42 4 2 12 403 13 49 12 4 2
split_gain=5.79435 1.01019 0.694152 0.578362 1.23874 0.49056 0.419769 0.297861 0.294186 0.271614 0.19875 0.155604 0.421202 0.140985 0.153973 0.146643 0.140041 0.132283 0.149417 0.125604 0.10109 0.0827079 0.0807668 0.0611762 0.0583538 0.0474095
threshold=0.10442000000000001 0.091145000000000018 -1.0000000180025095e-35 0.10584500000000001 -1.0000000180025095e-35 0.046185000000000004 0.088035000000000016 -0.13746499999999998 0.11917000000000001 0.11619500000000001 -0.085024999999999989 -0.078249999999999986 0.078120000000000009 -0.082094999999999987 0.083670000000000008 -0.071389999999999995 0.083785000000000012 0.40441500000000002 0.12469000000000001 0.090455000000000021 -0.12219499999999998 0.041960000000000004 -1.0000000180025095e-35 -1.0000000180025095e-35 0.046185000000000004 0.084450000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 7 9 -1 -2 17 10 16 20 -13 -7 15 -15 -4 22 -19 -14 25 -22 -5 -20 -6 -12
right_child=1 -3 5 8 24 13 -8 -9 -10 -11 11 12 19 14 -16 -17 -18 18 23 -21 21 -23 -24 -25 -26 -27
leaf_value=0.00066577215249743213 0.00040983920046526413 0.00081753240462399169 0.00097663775951360504 0.00021150747412732368 0.0007747875423349186 0.00046887441801632531 0.00032769243355271557 8.6531844906047336e-05 0.00046323031391829031 0.00054239744262877393 0.00064994589822720754 0.00047279638352227215 0.0007848478864151677 0.00058906138663715718 0.00050607621341499092 0.00080333843778739467 0.00077684193027861988 0.00039378310646684991 0.00026061588726753512 0.00070204818176282792 0.00082676569449219024 0.00072304206898822206 3.496152956578431e-05 0.00011136448883911055 0.00062636579522431395 0.00076733467636692931
leaf_weight=90 55 52 80 56 52 64 73 72 61 63 75 68 424 65 60 80 79 65 72 405 506 108 58 53 77 91
leaf_count=90 55 52 80 56 52 64 73 72 61 63 75 68 424 65 60 80 79 65 72 405 506 108 58 53 77 91
internal_value=0 0.000375255 0.000722965 0.000338163 0.000458579 0.000738616 0.000514578 0.000226824 0.000253611 0.000757372 0.00076473 0.000754008 0.000723886 0.000606075 0.000648737 0.000707526 0.00087759 0.000211433 0.000264911 0.000744439 0.000788604 0.000808579 0.000121995 0.000197615 0.000686468 0.00071451
internal_weight=0 673 2331 621 256 2168 163 127 365 1899 1836 1677 897 269 205 145 159 304 190 829 780 614 114 125 129 166
internal_count=3004 673 2331 621 256 2168 163 127 365 1899 1836 1677 897 269 205 145 159 304 190 829 780 614 114 125 129 166
is_linear=0
shrinkage=0.0032998


Tree=8567
num_leaves=9
num_cat=0
split_feature=9 16 48 147 1453 10 16 151
split_gain=0.110178 0.0982734 0.111717 0.146295 0.0891765 0.0883058 0.0789486 0.142686
threshold=0.092645000000000019 -0.54752499999999993 -0.087924999999999989 1.0000000180025095e-35 -0.080779999999999977 -0.084119999999999986 -0.50875499999999996 -0.40941499999999992
decision_type=2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 -8
right_child=-2 2 3 -5 5 6 7 -9
leaf_value=0.0087961695140381328 -0.0052097816358164161 0.00924380796027666 0.0091426733500170141 -0.0047740215303570194 0.0076823435185850476 -0.0034082709901487049 0.01073538271998312 0.0019022722582563859
leaf_weight=65 56 62 52 87 78 76 53 2475
leaf_count=65 56 62 52 87 78 76 53 2475
internal_value=0 0.00231602 0.0021693 0.00201318 0.00222981 0.00209511 0.00192706 0.00208817
internal_weight=0 2948 2883 2821 2734 2682 2604 2528
internal_count=3004 2948 2883 2821 2734 2682 2604 2528
is_linear=0
shrinkage=0.16829


Tree=8568
num_leaves=27
num_cat=0
split_feature=1 1 14 3 3 4 4 150 52 16 16 52 43 4 16 1 3 3 16 52 1 3 1 480 51 3
split_gain=6.26496 1.10788 0.652447 0.622908 0.521843 0.385981 0.378215 0.24021 0.231876 0.416513 0.223631 0.190457 0.141653 0.189339 0.140698 0.126509 0.123276 0.257417 0.146084 0.11946 0.11437 0.108018 0.107757 0.101679 0.0717855 0.0612019
threshold=0.10575500000000002 0.13300500000000001 0.073890000000000011 -0.031895 -0.068279999999999993 0.022635000000000006 0.008570000000000003 0.08826500000000001 -0.065394999999999995 -0.33811499999999994 -0.47730499999999992 1.0000000180025095e-35 -0.18906999999999999 -0.46195999999999998 -0.14463999999999996 0.091280000000000014 -0.0091399999999999988 0.10766000000000002 -0.041434999999999993 -0.092399999999999982 0.08346000000000002 -0.078254999999999977 0.11215000000000001 0.086895000000000014 -0.032999999999999995 -0.10519499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 5 6 -2 12 16 -3 10 -10 19 -1 -14 -5 23 18 24 -6 -8 -20 -17 -16 -15 -18 -7
right_child=1 8 -4 14 7 25 11 -9 9 -11 -12 -13 13 15 22 21 17 -19 20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00065809955861104521 0.00079264456060119167 1.2788266382919509e-05 0.0010272813597588264 0.00045933685803715453 0.00070689378667786727 0.00042095832828544151 0.00068000840013636053 0.00043387473664009164 0.00028764524517330885 0.00049392361335813268 -9.362162455850309e-06 0.00075686031998194788 0.00099087503782648132 0.00080574072391030344 0.00017534192869964562 0.00059761941766920366 0.00070069022475184681 0.0005228770952900206 0.00063563657885892897 0.00047339875357144427 0.00041867943351622485 0.00078215428213039638 0.0003736165510429115 0.00068263074577277778 0.00084732659332507649 0.00057656680237790309
leaf_weight=91 83 56 92 99 97 60 53 53 56 55 54 91 53 1201 52 70 63 52 55 77 54 74 73 82 102 56
leaf_count=91 83 56 92 99 97 60 53 53 56 55 54 91 53 1201 52 70 63 52 55 77 54 74 73 82 102 56
internal_value=0 0.00038654 0.000753864 0.000485525 0.000742758 0.000620127 0.000768658 0.000645178 0.000196922 0.000259202 0.000141521 0.000639986 0.000786736 0.000794622 0.000365788 0.000787308 0.00067157 0.000727331 0.00061266 0.000557903 0.000528476 0.000692694 0.000291416 0.0007979 0.000791552 0.000496383
internal_weight=0 644 2360 423 2268 199 1792 476 221 165 110 221 1571 1480 224 1427 423 217 206 130 109 144 125 1283 165 116
internal_count=3004 644 2360 423 2268 199 1792 476 221 165 110 221 1571 1480 224 1427 423 217 206 130 109 144 125 1283 165 116
is_linear=0
shrinkage=0.0032998


Tree=8569
num_leaves=25
num_cat=0
split_feature=1 3 39 16 47 1 12 3 13 43 13 13 157 12 13 481 403 16 481 16 1 16 16 43
split_gain=7.26728 1.14411 0.686706 0.461341 0.415363 0.338092 0.307413 0.298589 0.251306 0.246259 0.20521 0.192019 0.154835 0.125675 0.115858 0.132834 0.108498 0.0900823 0.0836516 0.0705214 0.0689471 0.052646 0.0497554 0.0419745
threshold=0.10442000000000001 -0.053364999999999996 0.0039300000000000003 -0.086909999999999987 0.10070000000000003 0.088035000000000016 0.093125000000000013 0.093925000000000022 -0.13871999999999998 -0.064539999999999986 -0.36115499999999995 -0.009244999999999998 0.00069000000000000008 0.11878500000000002 -0.092844999999999997 -0.086574999999999985 0.0055000000000000005 -0.072034999999999988 -0.050084999999999991 0.064455000000000012 0.117245 0.4028000000000001 -0.092354999999999979 -0.066289999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 9 -4 7 8 -1 11 -11 -3 13 19 16 -16 -10 -12 -17 22 -5 -21 -8 -24
right_child=1 4 5 20 -6 -7 12 -9 14 10 17 -13 -14 -15 15 18 -18 -19 -20 21 -22 -23 23 -25
leaf_value=0.0010464518842992847 0.00037810279919027305 0.00023783922197685806 0.00069911771773389323 0.00075998667599485507 0.00050630740112464078 0.00035826118267932519 0.00068247017174100089 0.00064137931513584274 0.00063837090688633055 0.00020781264136127841 0.00049844743167842939 -2.5806013612006368e-06 0.00089444853547726512 0.00056729442175682335 0.00068972376702998895 0.00092629105770284097 0.00083870201018856156 0.00030947371984648374 0.00082934310730290155 0.00057376522355192519 0.00061164430696257174 0.0007280775407814829 0.00082201896821118472 0.00073994766891476008
leaf_weight=57 80 90 70 78 81 59 99 100 73 102 62 60 59 59 72 114 53 52 1089 52 68 52 122 201
leaf_count=57 80 90 70 78 81 59 99 100 73 102 62 60 59 59 72 114 53 52 1089 52 68 52 122 201
internal_value=0 0.000388983 0.000778367 0.000580484 0.000292082 0.000543495 0.00079211 0.000817369 0.000829416 0.000244575 0.000316036 0.000141436 0.000730948 0.000714398 0.00082056 0.000830182 0.000722917 0.000412558 0.000838559 0.000730831 0.000691137 0.00065126 0.000750357 0.000771056
internal_weight=0 673 2331 226 447 129 2202 1558 1458 366 216 150 644 585 1401 1275 126 114 1203 526 146 104 422 323
internal_count=3004 673 2331 226 447 129 2202 1558 1458 366 216 150 644 585 1401 1275 126 114 1203 526 146 104 422 323
is_linear=0
shrinkage=0.0032998


Tree=8570
num_leaves=14
num_cat=0
split_feature=1446 41 12 10 11 3 13 10 52 13 1456 1456 13
split_gain=0.104156 0.156076 0.215734 0.116661 0.165643 0.116103 0.183598 0.104191 0.0965536 0.0857088 0.0817251 0.19959 0.036326
threshold=0.11061000000000001 0.075585000000000013 0.087135000000000004 0.057650000000000007 0.077330000000000024 -0.10690999999999999 0.15867500000000004 -1.0000000180025095e-35 -0.42058999999999996 -0.011809999999999999 -0.16130999999999998 -0.08588999999999998 -0.079854999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 5 6 -1 9 -6 -7 -9 -12 -3
right_child=-2 2 -4 -5 8 7 -8 10 -10 -11 11 -13 -14
leaf_value=-0.0099832887221051828 -0.0047012318490429281 0.015279363251344224 -0.00042497636079754167 -0.0044891810491974344 0.0041504534201880425 0.0014224759219949113 0.0022391008384209056 -0.0035529571400583979 0.013882598333363005 -0.0076087689985461027 0.01309209346363919 0.0025329701857796489 0.0088875166211395806
leaf_weight=57 58 53 61 72 65 69 89 59 53 52 52 2180 52
leaf_count=57 58 53 61 72 65 69 89 59 53 52 52 2180 52
internal_value=0 0.00249064 0.00750623 0.00218701 0.00236731 0.002082 -0.00252035 0.00236133 0.0085369 -0.00244387 0.00261591 0.00277978 0.012131
internal_weight=0 2914 166 2748 2676 2558 146 2412 118 121 2291 2232 105
internal_count=2972 2914 166 2748 2676 2558 146 2412 118 121 2291 2232 105
is_linear=0
shrinkage=0.16829


Tree=8571
num_leaves=15
num_cat=0
split_feature=1203 3 0 4 4 16 11 4 3 16 159 159 0 13
split_gain=0.0819927 0.0770568 0.162377 0.19 0.129477 0.122126 0.113574 0.0916974 0.171633 0.188716 0.138007 0.09261 0.0559409 0.0558322
threshold=0.085595000000000018 -0.23394499999999999 -0.0033699999999999993 -0.17568999999999999 -0.17006499999999999 0.18078000000000002 1.0000000180025095e-35 0.42642000000000008 0.11269500000000002 -0.082974999999999979 0.10210500000000002 -0.23203499999999996 -0.15530999999999998 -0.0087649999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 -4 7 8 11 -10 -9 -6 -8 -2
right_child=13 2 3 -5 6 -7 12 10 9 -11 -12 -13 -14 -15
leaf_value=0.0067049001710693243 -0.0058786661354568379 0.010649709685536763 0.0064932280129305847 -0.0091998649585155103 0.0059609823814039753 -0.0039394776213364279 0.0029461306326466008 0.010043813920216459 0.00071862203507450366 -0.012134350075979647 -0.00068786361327839219 0.0016797171407600547 0.0099953578230015713 0.0015395939132267407
leaf_weight=101 62 52 65 77 155 62 57 90 85 52 54 1932 75 53
leaf_count=101 62 52 65 77 155 62 57 90 85 52 54 1932 75 53
internal_value=0 0.00213204 0.0019638 -0.00260087 0.00232939 0.00138595 0.00215561 0.00188676 0.00161918 -0.00414676 0.00600696 0.00199854 0.00696498 -0.00244419
internal_weight=0 2857 2756 204 2552 127 2500 2368 2224 137 144 2087 132 115
internal_count=2972 2857 2756 204 2552 127 2500 2368 2224 137 144 2087 132 115
is_linear=0
shrinkage=0.16829


Tree=8572
num_leaves=14
num_cat=0
split_feature=160 34 160 1210 52 15 10 51 51 147 42 160 52
split_gain=0.0770742 0.0931269 0.0829616 0.0805013 0.124597 0.0789458 0.0911632 0.0941455 0.189744 0.0991991 0.0886325 0.0722736 0.0681942
threshold=0.091625000000000026 -0.08569499999999998 0.11215500000000002 -0.08107499999999998 0.083750000000000005 -0.46772999999999992 -0.089679999999999982 0.12900500000000004 0.10387500000000001 0.091170000000000015 0.087355000000000002 0.3961050000000001 -0.077114999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 4 -3 -5 -7 8 9 -8 -9 -4 -2
right_child=2 3 11 5 -6 6 7 10 -10 -11 -12 -13 -14
leaf_value=-0.004795461287174666 0.011791009424295604 0.0119626268874453 -0.0015317359128721342 0.0065134212025453365 0.00075889165229357282 -0.0053376187939396108 0.001567657167088806 0.010982708809582711 -0.0069275963796391338 -0.0050040715257420008 0.0012982515442239546 0.0053563625734025554 0.0033709407491321719
leaf_weight=68 59 52 85 80 62 60 2111 54 81 67 54 87 52
leaf_count=68 59 52 85 80 62 60 2111 54 81 67 54 87 52
internal_value=0 0.00134686 0.00427053 0.00150691 0.00588513 0.0013071 0.00113475 0.00129957 0.00106654 0.00136467 0.00615712 0.00194192 0.00786266
internal_weight=0 2689 283 2621 114 2507 2427 2367 2259 2178 108 172 111
internal_count=2972 2689 283 2621 114 2507 2427 2367 2259 2178 108 172 111
is_linear=0
shrinkage=0.16829


Tree=8573
num_leaves=30
num_cat=0
split_feature=1 3 2 2 2 15 0 2 14 2 3 0 10 3 52 52 131 3 49 0 2 1456 133 3 15 3 2 3 49
split_gain=3.65286 1.10048 0.602179 0.511413 0.486957 0.399289 0.269214 0.257592 0.239766 0.203708 0.196658 0.192096 0.166204 0.161014 0.148235 0.154306 0.128574 0.103209 0.126522 0.113482 0.119111 0.0982213 0.0638512 0.0545245 0.0507853 0.03521 0.0234017 0.0165252 0.0124353
threshold=0.10123500000000001 -0.047774999999999991 0.14744000000000002 -1.0000000180025095e-35 0.092320000000000013 -0.24211499999999997 -0.074249999999999997 -0.054704999999999997 0.073890000000000011 0.10457000000000001 0.092005000000000017 -0.17127999999999996 -1.0000000180025095e-35 -0.14186499999999996 0.047345000000000005 -0.023079999999999996 0.092675000000000021 0.083395000000000011 0.093670000000000017 -0.092344999999999983 0.085075000000000026 0.055170000000000004 0.089400000000000021 -0.068734999999999977 -0.028079999999999997 0.0098450000000000013 0.10121500000000001 -0.078484999999999985 0.081005000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 12 7 -2 11 -1 17 16 13 -5 -3 -6 15 22 -7 18 19 20 -9 -21 28 26 -17 -13 27 -16 -15
right_child=1 2 -4 6 10 9 -8 8 -10 -11 -12 25 -14 14 23 24 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00057292598947298982 0.00040610214607840993 0.00039234906214153764 0.00015102851498158168 0.0005940544797793766 0.00087713103365389289 0.00087406743530483349 0.00071048069301121882 0.00099883507735507699 0.0010013493931804078 0.00059237246634078746 0.00051678625276540158 0.00031978144828752808 0.00012718873561396468 0.00071517954566460793 0.00069911932665291305 0.00048314229726132291 0.00067044711421488301 0.00067784358259045333 0.00068987315273349309 0.00079131210786589944 0.00081758579145833421 0.0008967029137884906 0.00062795497222009752 0.00068265552751672486 0.0006236746002366147 0.00043984228221563109 0.00082776232946908733 0.00078870243290408136 0.00079690306014880863
leaf_weight=53 56 52 87 81 61 89 70 74 69 90 62 55 52 57 53 62 58 75 97 916 94 114 76 97 58 59 85 64 56
leaf_count=53 56 52 87 81 61 89 70 74 69 90 62 55 52 57 53 62 58 75 97 916 94 114 76 97 58 59 85 64 56
internal_value=0 0.000500176 0.000398591 0.000456864 0.000766792 0.000658153 0.000533949 0.000801135 0.000809516 0.000717561 0.000696648 0.000470398 0.000260108 0.000713265 0.000696766 0.00064526 0.000793967 0.000799828 0.000806866 0.000816309 0.000897632 0.000803011 0.000704692 0.000749877 0.00055136 0.000382227 0.000781983 0.000748423 0.000755991
internal_weight=0 749 456 369 2223 293 265 1492 1439 237 731 195 104 669 608 309 147 1370 1295 1198 168 1030 189 299 120 114 202 117 113
internal_count=2972 749 456 369 2223 293 265 1492 1439 237 731 195 104 669 608 309 147 1370 1295 1198 168 1030 189 299 120 114 202 117 113
is_linear=0
shrinkage=0.0032998


Tree=8574
num_leaves=34
num_cat=0
split_feature=1 1 47 124 2 52 2 2 2 14 1 2 52 15 48 52 124 2 130 15 15 2 15 47 159 15 133 15 2 1 1 2 15
split_gain=6.7343 1.65144 0.651463 0.618778 0.539495 0.536232 0.478615 0.367081 0.315343 0.212213 0.185152 0.365468 0.210636 0.182422 0.13581 0.132926 0.121235 0.117188 0.0858115 0.0735325 0.0705613 0.0722109 0.0610622 0.056339 0.0549883 0.0543363 0.0507408 0.0359262 0.0696645 0.0326724 0.0289475 0.0264786 0.00470906
threshold=0.12072500000000001 0.092845000000000025 0.085585000000000008 -1.0000000180025095e-35 0.093470000000000011 -0.41694999999999993 0.092320000000000013 0.14808000000000002 -1.0000000180025095e-35 0.073890000000000011 0.077690000000000023 0.082925000000000013 0.091715000000000005 -0.10328999999999998 0.084565000000000015 -0.12005499999999998 -0.086624999999999994 0.123795 0.088805000000000009 -1.0000000180025095e-35 0.039965000000000007 0.094765000000000016 0.090465000000000004 0.090280000000000013 0.030370000000000005 0.10356000000000001 1.0000000180025095e-35 0.097415000000000015 0.097605000000000011 0.089680000000000024 0.08844500000000001 0.11426500000000002 0.089475000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 16 19 -6 9 8 -2 10 12 29 15 -8 31 -1 -3 20 -17 23 21 -15 26 -5 -23 -21 -14 -22 -29 30 -12 -7 -31
right_child=2 3 -4 4 5 14 13 -9 -10 -11 11 -13 22 17 -16 18 -18 -19 -20 25 27 24 -24 -25 -26 -27 -28 28 -30 32 -32 -33 -34
leaf_value=0.00079627556466608292 0.00011988181133647371 0.00052143373856512526 0.00054294276097702058 0.00092197968340691219 0.00080777856086477529 0.0003599640666121244 0.00092026302347906943 5.434920664058739e-06 0.00041833962547974818 0.0010457425493897374 0.00085347154453401354 0.00059934856493529102 0.00066372466284800986 0.00061485311211943792 0.00059502628151785668 0.00094273257201740019 0.00030597807655690756 0.00061661094179898111 0.00082186458654548769 0.00067243639519727659 0.0008909944819919612 0.00072884630219035554 0.00087491442467346259 0.00078688814513880301 0.00085285894917384311 0.00081676394600085358 0.00081024118165758834 0.00068622232603607369 0.00084721369701784403 0.00086934606271680159 0.00075111954225199099 0.00046692032727132181 0.00093398124207756076
leaf_weight=101 72 66 74 64 83 56 72 80 84 73 113 81 60 53 78 558 52 74 78 74 53 229 52 87 52 53 53 53 77 57 52 55 53
leaf_count=101 72 66 74 64 83 56 72 80 84 73 113 81 60 53 78 558 52 74 78 74 53 229 52 87 52 53 53 53 77 57 52 55 53
internal_value=0 0.000786624 0.000272549 0.000644392 0.000691014 0.000586037 0.000834255 0.000187616 0.000280816 0.000870521 0.000860326 0.000795625 0.000885823 0.000761394 0.000488472 0.000909965 0.000426786 0.00074198 0.000927965 0.000793599 0.000759856 0.000730276 0.000777771 0.000844379 0.000751921 0.000732945 0.000732757 0.000813653 0.00078185 0.000853309 0.000821429 0.000413278 0.000900809
internal_weight=0 2662 310 668 550 272 1994 236 156 1331 1258 356 902 663 189 737 118 591 636 278 517 334 165 151 281 127 113 183 130 275 165 111 110
internal_count=2972 2662 310 668 550 272 1994 236 156 1331 1258 356 902 663 189 737 118 591 636 278 517 334 165 151 281 127 113 183 130 275 165 111 110
is_linear=0
shrinkage=0.0032998


Tree=8575
num_leaves=14
num_cat=0
split_feature=50 160 51 48 1374 14 1 16 12 12 1209 401 1
split_gain=0.114455 0.0970991 0.0932519 0.11895 0.0810272 0.102732 0.080289 0.0946779 0.145452 0.135703 0.0879461 0.0571571 0.0351879
threshold=0.11875500000000001 -0.14309999999999998 0.11794000000000002 0.10697500000000001 -0.033639999999999996 0.073890000000000011 0.10442000000000001 -0.14463999999999996 0.085075000000000026 -0.081654999999999991 -0.078174999999999981 0.080265000000000017 0.096160000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 10 9 -9 -8 -6 -12 -5
right_child=1 -3 -4 12 5 -7 7 8 -10 -11 11 -13 -14
leaf_value=-0.0037600316075448842 0.002736781644737105 -0.0055894910512461213 0.0080190764754451953 0.0047162502759098574 -0.003628969204115871 0.0078840960877536222 0.0085694530882521724 -0.0052767428235561461 0.0026379534001489463 -0.00040881279728752998 0.0031420384593856157 -3.8870805958885668e-05 0.010740924194414865
leaf_weight=62 70 91 89 55 61 93 76 153 115 127 1736 175 58
leaf_count=62 70 91 89 55 61 93 76 153 115 127 1736 175 58
internal_value=0 -0.00195821 0.00264991 0.00247298 0.00223953 0.00238691 0.00217691 0.000198696 -0.00187381 0.00294366 0.00264849 0.00284981 0.00782446
internal_weight=0 161 2800 2711 2598 2536 2443 471 268 203 1972 1911 113
internal_count=2961 161 2800 2711 2598 2536 2443 471 268 203 1972 1911 113
is_linear=0
shrinkage=0.16829


Tree=8576
num_leaves=17
num_cat=0
split_feature=4 10 3 0 14 12 10 42 12 4 457 3 42 42 12 0
split_gain=7.0897 3.01866 1.59108 1.20957 0.931372 0.657752 0.638392 0.481636 0.471963 0.254592 0.306216 0.238656 0.309949 0.217831 0.166535 0.0984489
threshold=0.31392000000000003 -1.0000000180025095e-35 0.25089000000000006 -0.067969999999999989 0.073890000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11819000000000002 -0.49269499999999994 0.062030000000000009 0.13772500000000001 0.088685000000000014 0.081180000000000016 0.085655000000000023 -0.11073999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 7 -2 -3 9 14 -11 12 15 -9 -7 -8
right_child=6 2 -4 -5 -6 8 11 13 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=0.00075161650380840166 4.1384571529735832e-05 0.00092109800160621047 0.00035171417582059413 8.1564476394870134e-05 0.00125561101919481 0.0012192008693401406 0.0006954650492236083 0.00043537413134553832 0.0007012540842461527 0.00094653115538813088 0.00078328622786647678 0.0002328951541336868 0.00032292655793587157 0.00073432952003243935 0.00096488552029228166 0.00049936779450157913
leaf_weight=53 56 83 53 66 93 60 56 54 92 1858 137 52 77 54 57 60
leaf_count=53 56 83 53 66 93 60 56 54 92 1858 137 52 77 54 57 60
internal_value=0 0.000894461 0.000918527 0.000380287 0.000930587 0.000917951 0.000359942 0.000731338 0.000934107 0.000944234 0.000935339 0.000432611 0.000486238 0.000585178 0.0010956 0.000594339
internal_weight=0 2660 2541 119 2488 2395 301 191 2204 2112 1995 245 193 108 117 116
internal_count=2961 2660 2541 119 2488 2395 301 191 2204 2112 1995 245 193 108 117 116
is_linear=0
shrinkage=0.0032998


Tree=8577
num_leaves=24
num_cat=0
split_feature=1 12 2 12 14 124 34 13 0 12 0 49 1 2 12 2 16 43 0 1 43 16 133
split_gain=4.80683 0.916082 0.744745 0.45211 0.411454 0.258127 0.210622 0.167113 0.181486 0.134797 0.12997 0.267187 0.158806 0.112946 0.163159 0.092217 0.290106 0.081681 0.0753348 0.0729932 0.143446 0.0572478 0.0199346
threshold=0.10398500000000001 0.085075000000000026 0.11978500000000002 0.11619500000000001 0.073890000000000011 -0.080429999999999988 -0.010739999999999998 -0.077034999999999978 -0.070499999999999993 0.097910000000000011 -0.105195 0.047620000000000003 0.083065000000000014 0.098500000000000018 0.083785000000000012 0.10859000000000001 -0.031234999999999999 -0.0088649999999999996 -0.08397499999999998 0.11097000000000001 -0.074874999999999983 0.12992000000000004 0.017095000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 19 4 5 -1 -2 8 -8 10 11 12 -7 14 -12 -9 -17 -15 -11 -3 -21 22 -20
right_child=1 2 -4 -5 -6 9 7 15 -10 18 13 -13 -14 17 -16 16 -18 -19 21 20 -22 -23 -24
leaf_value=0.0005485862133478472 0.00016345491988297689 0.00058832820738972046 0.00022791205117716503 0.0004940363334958285 0.00096015630575529965 0.00070783366421209456 0.00035137564285003884 0.00052376892121315879 0.00010988470814816894 0.00056048970106581419 0.00086156019861893481 0.00083521462123984183 0.0004745275092646009 0.00061695730814432159 0.00075218354718776875 0.00049856060096372279 0.00018263932259575269 0.0007582702952399344 0.00068091528326885513 0.00061050486968902392 0.00085272901390329148 0.00060964124392634881 0.00077009779328139334
leaf_weight=86 81 65 52 88 87 58 100 61 52 62 175 67 74 108 1218 76 55 83 57 55 55 63 83
leaf_count=86 81 65 52 88 87 58 100 61 52 62 175 67 74 108 1218 76 55 83 57 55 55 63 83
internal_value=0 0.000406234 0.000575667 0.000727225 0.000736448 0.000727312 0.000315655 0.00035139 0.000268992 0.0007348 0.000745284 0.000664318 0.000577308 0.000755433 0.00076595 0.000416438 0.000366191 0.00067855 0.000664127 0.000678798 0.000731937 0.000695607 0.000734039
internal_weight=0 652 227 2309 2221 2134 425 344 152 2048 1783 199 132 1584 1393 192 131 191 265 175 110 203 140
internal_count=2961 652 227 2309 2221 2134 425 344 152 2048 1783 199 132 1584 1393 192 131 191 265 175 110 203 140
is_linear=0
shrinkage=0.0032998


Tree=8578
num_leaves=14
num_cat=0
split_feature=10 10 15 149 1455 482 151 11 0 0 15 51 483
split_gain=0.105367 0.169761 0.181338 0.118571 0.0829861 0.0573351 0.0803759 0.0552415 0.151512 0.113309 0.0698804 0.0498837 0.0148067
threshold=-1.0000000180025095e-35 -0.16262499999999996 -0.034094999999999993 0.079475000000000004 0.10741500000000002 0.097205000000000014 0.053170000000000002 1.0000000180025095e-35 0.035525000000000008 -0.15270499999999995 -0.44792999999999994 0.14795500000000003 0.11224000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 10 9 -9 -2 -12 -7
right_child=3 2 -4 -5 -6 12 -8 8 -10 -11 11 -13 -14
leaf_value=0.0060419277154808975 -0.0018205945963180052 -0.011228639245782495 0.002379484981592129 0.010105106980745822 -0.0031751576199387488 0.009019549581559639 -0.0015001514043984647 0.004651037217970967 0.00015724331740511833 0.015321501148336518 0.0034493280785374528 -0.0018040015613019938 0.0050694745732732934
leaf_weight=64 77 59 52 73 56 57 99 57 73 57 2128 52 57
leaf_count=64 77 59 52 73 56 57 99 57 73 57 2128 52 57
internal_value=0 -0.000848457 -0.00483748 0.00340061 0.00321955 0.003355 0.00318819 0.00337884 0.00616849 0.010002 0.00314691 0.0033232 0.00706027
internal_weight=0 175 111 2786 2713 2657 2543 2444 187 114 2257 2180 114
internal_count=2961 175 111 2786 2713 2657 2543 2444 187 114 2257 2180 114
is_linear=0
shrinkage=0.16829


Tree=8579
num_leaves=14
num_cat=0
split_feature=1373 10 10 1 1208 123 14 4 11 1 13 15 13
split_gain=0.100704 0.0675671 0.114001 0.0831072 0.0569245 0.0539991 0.0648589 0.0627252 0.142427 0.0962091 0.0732435 0.0992609 0.0789007
threshold=0.078175000000000008 -0.00189 -0.16262499999999996 0.10509 0.088720000000000007 0.09394000000000001 -0.24168999999999999 -0.15366499999999997 0.085990000000000011 0.081540000000000015 -0.0021099999999999995 -0.010894999999999998 -0.006154999999999999
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 9 -8 12 -12 -9
right_child=-2 4 3 -5 -6 -7 7 10 -10 -11 11 -13 -14
leaf_value=0.0051544912534471302 -0.0036313433401373527 0.0078211159640190851 0.00076030492703351782 -0.0086810259917747927 -0.0016770943863087964 -0.0012144741401992202 0.0039675147767291533 0.0031290715268566444 -0.0012505277720763334 0.011584559057734197 0.003261843018243042 -0.0010581851906405859 0.0089201977007514494
leaf_weight=63 71 85 53 52 72 79 92 1559 64 98 316 287 70
leaf_count=63 71 85 53 52 72 79 92 1559 64 98 316 287 70
internal_value=0 0.00277344 -0.000492804 -0.00389829 0.00297569 0.00310279 0.00323614 0.00307866 0.00559159 0.00790576 0.00279188 0.00120273 0.00337903
internal_weight=0 2890 168 105 2722 2650 2571 2486 254 190 2232 603 1629
internal_count=2961 2890 168 105 2722 2650 2571 2486 254 190 2232 603 1629
is_linear=0
shrinkage=0.16829


Tree=8580
num_leaves=29
num_cat=0
split_feature=1 1 39 39 0 10 15 11 39 1 15 42 13 51 15 158 155 1 51 51 13 43 42 0 0 1456 13 42
split_gain=6.53123 1.08283 0.557914 0.327353 0.427196 0.306759 0.23843 0.230248 0.209559 0.189919 0.159422 0.145569 0.127329 0.220097 0.142307 0.139127 0.181165 0.360099 0.0704943 0.057522 0.0593322 0.130164 0.0497649 0.0492384 0.0476639 0.0472435 0.0266787 0.015849
threshold=0.10749500000000002 0.13300500000000001 0.0047850000000000011 0.087735000000000021 -0.11825999999999999 -1.0000000180025095e-35 0.039965000000000007 1.0000000180025095e-35 0.08955500000000001 0.086215000000000014 0.120215 0.082690000000000013 -0.069444999999999993 0.08482000000000002 -0.0025249999999999995 0.081110000000000015 0.11599000000000001 0.095920000000000019 0.10876000000000001 0.08290500000000002 -0.088384999999999977 0.00042000000000000007 0.084955000000000017 -0.092724999999999988 -0.08824499999999999 -0.06457499999999998 -0.086304999999999979 0.083685000000000009
decision_type=2 2 2 2 2 2 2 2 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 -3 12 10 -7 -4 19 -6 14 15 22 16 17 -14 -15 20 21 -8 26 -24 -25 -22 27 -1
right_child=1 5 9 -5 11 8 7 -9 -10 -11 -12 -13 13 18 -16 -17 -18 -19 -20 -21 25 -23 23 24 -26 -27 -28 -29
leaf_value=0.0008522869541573734 0.0003618369626774783 -3.183753919088738e-05 0.00068756442971122504 0.00029065086143760819 0.00051403992290002462 0.00034388363300989847 0.00083520828929370568 0.0010259257042071854 8.7922419900066922e-05 0.00044691349636747507 0.00065743472511782454 0.00071732641737147506 0.00073427754889071226 0.00047798188616562069 0.00061217294020530252 0.0008941462943142472 0.0008929222265346285 0.00046187782924542284 0.00065421243869852471 0.00090513933491437814 0.00071620692542244283 0.00061706922102273065 0.00083297966022769236 0.00065559573631061103 0.00076744892672177625 0.00082332217982433752 0.00089265326865643334 0.00076398765700509414
leaf_weight=53 101 57 69 81 66 97 66 52 55 77 83 98 326 52 55 55 56 64 52 71 54 58 99 59 202 647 70 66
leaf_count=53 101 57 69 81 66 97 66 52 55 77 83 98 326 52 55 55 56 64 52 71 54 58 99 59 202 647 70 66
internal_value=0 0.000361859 0.000759414 0.000475198 0.000531474 0.000174056 0.000772338 0.000809573 0.000251498 0.000560887 0.000798045 0.000635731 0.000740556 0.000706061 0.000775051 0.000734974 0.000715266 0.000689666 0.000566436 0.000811031 0.00080289 0.00073346 0.000791304 0.000767334 0.000742299 0.000815121 0.000836776 0.00080361
internal_weight=0 555 2386 346 265 209 2240 1031 152 146 979 164 1209 605 604 501 446 390 104 896 825 124 549 360 261 701 189 119
internal_count=2941 555 2386 346 265 209 2240 1031 152 146 979 164 1209 605 604 501 446 390 104 896 825 124 549 360 261 701 189 119
is_linear=0
shrinkage=0.0032998


Tree=8581
num_leaves=20
num_cat=0
split_feature=1 9 13 3 474 16 3 1429 13 0 0 49 0 0 13 1 0 160 2
split_gain=0.192296 0.137372 0.0992932 0.0867208 0.0823928 0.111099 0.096643 0.105006 0.0845206 0.0841078 0.139576 0.0838025 0.0726466 0.0674639 0.0825627 0.066823 0.0632183 0.0603626 0.0333965
threshold=0.12000500000000001 0.037245000000000007 0.053700000000000005 -0.039864999999999991 -0.029314999999999997 0.064455000000000012 0.11878500000000002 0.086570000000000022 -0.069029999999999994 -0.18713499999999997 -0.13409999999999997 -0.042794999999999993 -0.045139999999999993 -0.12259499999999998 -0.099244999999999986 0.085345000000000018 -0.06976499999999998 0.0088350000000000008 0.10644500000000001
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 -1 6 7 9 16 11 -11 -6 18 -5 -15 -14 17 -7 -10
right_child=2 -3 -4 13 5 8 -8 -9 12 10 -12 -13 15 14 -16 -17 -18 -19 -20
leaf_value=0.008134183565983253 0.0067213393826087101 0.010778992140167441 -0.0071813781399506253 0.0036704106624527708 0.003928146581708444 0.0043324134534267122 -0.0025816414394241043 -0.0026288699974758331 -0.0075522248596121147 -0.0011535095019788739 0.004300669826110803 0.013500195731516782 -0.0024427854410048974 -0.0082475225664760329 7.224229132011101e-05 0.0052993150960135866 0.0077701316231691339 -0.0031829196350748896 -0.0016867134146050155
leaf_weight=99 52 73 57 62 52 72 67 67 54 144 1646 53 64 53 92 62 62 52 58
leaf_count=99 52 73 57 62 52 72 67 67 54 144 1646 53 64 53 92 62 62 52 58
internal_value=0 0.00356966 -0.000820072 0.00057297 0.00336273 0.00316943 0.00368737 0.00390236 0.000686667 0.00413423 0.00386089 0.00877686 -0.00140852 -0.000962869 -0.00295639 0.00135256 0.00337726 0.00116633 -0.00453077
internal_weight=0 2625 316 259 2552 2453 2029 1962 424 1895 1790 105 238 207 145 126 186 124 112
internal_count=2941 2625 316 259 2552 2453 2029 1962 424 1895 1790 105 238 207 145 126 186 124 112
is_linear=0
shrinkage=0.16829


Tree=8582
num_leaves=30
num_cat=0
split_feature=1 2 148 14 483 1456 3 2 2 3 52 15 151 12 47 1 1456 1 15 403 3 15 159 124 15 52 159 3 12
split_gain=0.148562 0.105498 0.0886927 0.0814342 0.0980453 0.0719604 0.0795019 0.101551 0.122311 0.0988831 0.205711 0.0845411 0.127525 0.126223 0.0813808 0.0666999 0.107374 0.0639225 0.0923596 0.0945646 0.0646733 0.0457989 0.0678085 0.0566343 0.05189 0.0429185 0.0343073 0.0566535 0.0278315
threshold=0.10331000000000003 -0.13746499999999998 -0.083019999999999983 -0.073764999999999983 0.089065000000000019 -0.065829999999999986 -0.082004999999999981 0.094905000000000017 0.097505000000000022 -0.021559999999999996 -0.06717999999999999 -0.025879999999999997 -0.070479999999999987 0.091345000000000023 0.09023500000000001 1.0000000180025095e-35 -0.22838999999999998 0.085550000000000015 -0.0094049999999999984 0.0055000000000000005 -0.097199999999999995 -0.41343999999999997 0.089285000000000017 -0.014429999999999998 -0.037394999999999991 -0.0087149999999999988 0.018290000000000004 -0.0066499999999999988 0.089585000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 21 15 11 9 -9 14 -11 12 -7 -14 25 16 -4 18 -13 -20 -19 -5 23 -23 -25 -8 27 -10 -22
right_child=1 3 5 4 -6 6 7 8 26 10 -12 17 13 -15 -16 -17 -18 20 19 -21 28 22 -24 24 -26 -27 -28 -29 -30
leaf_value=0.010046235912266131 0.0075123307831841549 -0.0045645078893720194 0.0039544637728112526 -0.0045895490614130318 0.0074744695708740296 -0.0079506551728327855 0.0092571922912259574 -0.0045103705544960442 0.0041695916785295219 0.0039577678156682908 0.016464010310460422 0.0077436475129368087 0.0052203089888191358 -0.0049296361194097757 -0.0015894519484135868 0.0043151415014982672 -0.0057208551146720483 0.010822742014643628 0.00036381813328522955 0.0059243595253421245 0.00095016385162847929 0.0043859512516499933 0.0061411490204900691 0.00061546168004703093 -0.003890701497674742 0.004583098263734796 0.0073497699714562183 -0.0014885280558060755 0.0062785458233351821
leaf_weight=53 54 103 52 58 53 52 67 63 203 85 67 77 100 53 54 70 86 54 426 109 55 59 52 167 127 361 57 66 58
leaf_count=53 54 103 52 58 53 52 67 63 203 85 67 77 100 53 54 70 86 54 426 109 55 59 52 167 127 361 57 66 58
internal_value=0 0.000377482 0.00322789 -0.000242042 0.000617294 0.00306393 0.00337275 0.00441345 0.00226522 0.00572869 0.00948221 0.00228898 -0.000744751 0.00169257 0.00454129 7.54735e-05 -0.00206206 0.00308964 0.00228856 0.00150007 0.00601459 -0.000163773 0.000465606 -0.000365362 -0.00132497 0.00531899 0.00358013 0.00277468 0.00370098
internal_weight=0 673 2268 619 516 2215 2007 1023 389 634 152 984 205 153 482 208 138 779 612 535 167 463 405 353 294 428 326 269 113
internal_count=2941 673 2268 619 516 2215 2007 1023 389 634 152 984 205 153 482 208 138 779 612 535 167 463 405 353 294 428 326 269 113
is_linear=0
shrinkage=0.16829


Tree=8583
num_leaves=17
num_cat=0
split_feature=4 16 40 42 2 16 3 1447 1453 1425 157 52 1375 4 4 3
split_gain=0.108119 0.0796398 0.105314 0.08942 0.107135 0.085951 0.085441 0.0713215 0.0695142 0.0799497 0.080519 0.0704094 0.0722459 0.0801195 0.0466545 0.00808134
threshold=0.053925000000000008 -0.28430999999999995 -0.027374999999999997 0.094765000000000016 0.090020000000000017 0.052690000000000008 0.12478500000000002 -0.085709999999999995 -0.077554999999999985 1.0000000180025095e-35 -0.15081499999999998 0.51326500000000019 -0.094489999999999991 -0.0062699999999999987 0.40052000000000004 -0.080294999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 -3 -6 14 -1 -9 10 -10 12 -12 -14 15 -4
right_child=1 3 6 -5 5 -7 -8 8 9 -11 11 -13 13 -15 -16 -17
leaf_value=-0.0017781731141355216 0.0072358590068308613 0.0012249079316115836 0.0058077696085438828 0.0028924777884906197 -0.0094679046230408404 -0.0011286063357355471 -0.0056469842529633914 0.0087117419750324526 -0.0029554119259765383 0.008756673481532605 -0.0028391668199859994 -0.0028049517298758373 0.0025916092612235961 0.0054179813914460844 -0.00068386272057535419 0.0027982135753793326
leaf_weight=96 84 90 55 90 88 59 53 57 72 61 59 62 1510 352 100 53
leaf_count=96 84 90 55 90 88 59 53 57 72 61 59 62 1510 352 100 53
internal_value=0 0.000265878 0.00205179 -0.00161285 -0.00333132 -0.00613306 0.000376474 0.0026992 0.00289783 0.00274037 0.0025609 0.0027621 0.00294271 0.00312688 0.00191993 0.00434749
internal_weight=0 672 345 327 237 147 261 2269 2173 2116 2055 1983 1921 1862 208 108
internal_count=2941 672 345 327 237 147 261 2269 2173 2116 2055 1983 1921 1862 208 108
is_linear=0
shrinkage=0.16829


Tree=8584
num_leaves=21
num_cat=0
split_feature=34 1 12 2 0 160 48 51 43 0 11 1453 0 4 0 13 42 157 15 15
split_gain=0.121721 0.141613 0.121692 0.19497 0.0823924 0.0742502 0.103142 0.108793 0.0851323 0.0910151 0.0705613 0.0745182 0.0635081 0.0961761 0.0606477 0.0601781 0.0552223 0.0476343 0.0419784 0.0395257
threshold=-0.08563999999999998 0.095920000000000019 -0.092484999999999984 0.11297 -0.15651999999999996 1.0000000180025095e-35 0.12450000000000001 -0.14915499999999998 0.0062300000000000003 -0.091829999999999981 0.079225000000000004 -0.077314999999999981 -0.094949999999999993 0.054720000000000012 -0.085719999999999977 0.066620000000000026 0.082115000000000007 -0.081534999999999982 -0.075094999999999981 -0.098139999999999991
decision_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 -2 6 7 -4 9 -9 11 -6 13 16 17 -16 -13 -14 -7 -15
right_child=1 2 5 -5 10 18 -8 8 -10 -11 -12 12 14 19 15 -17 -18 -19 -20 -21
leaf_value=0.0091669215207548279 0.0069954415332446514 -0.012959755864576554 -0.0058189862497238388 0.0015178909694713251 -0.0031028109149251835 0.0012999211762836863 -0.0066242260807748169 -0.00078198203121420307 -0.0046109501029125049 0.0045116741565599935 -0.0037717660561582779 0.0048094623449319454 0.0049107936438154134 0.0042385582456891426 0.0031387722266614506 -0.00070591345865600355 0.011245911924326085 -0.00030549039565365031 0.0078641671953386654 -0.0020452873150957787
leaf_weight=62 103 52 66 53 70 58 64 152 56 231 56 90 57 57 1030 129 67 378 54 56
leaf_count=62 103 52 66 53 70 58 64 152 56 231 56 90 57 57 1030 129 67 378 54 56
internal_value=0 0.00162339 -0.000300611 -0.00563488 0.00234678 0.000519216 -0.000257425 0.0005459 0.0015069 0.00240611 0.00210527 0.00227637 0.00247934 0.00487106 0.0020731 0.0027093 0.00756767 0.000373893 0.00448087 0.00110854
internal_weight=0 2879 786 105 2093 681 569 505 439 383 1990 1934 1864 270 1594 1159 157 435 112 113
internal_count=2941 2879 786 105 2093 681 569 505 439 383 1990 1934 1864 270 1594 1159 157 435 112 113
is_linear=0
shrinkage=0.16829


Tree=8585
num_leaves=23
num_cat=0
split_feature=1 52 1 12 123 0 12 2 52 0 13 13 4 4 12 0 158 1 158 2 0 15
split_gain=6.15852 1.26783 0.907686 0.668074 0.449721 0.439321 0.351963 0.281702 0.281014 0.256789 0.22871 0.220348 0.283809 0.199282 0.174495 0.135513 0.130329 0.11974 0.119733 0.111781 0.0904408 0.0634484
threshold=0.10123500000000001 -0.40011499999999994 0.12448500000000001 0.088325000000000015 1.0000000180025095e-35 -0.22745499999999999 0.11619500000000001 -1.0000000180025095e-35 -0.080219999999999986 -0.081864999999999979 -0.10373499999999998 -0.36115499999999995 0.41377500000000006 0.036605000000000006 0.087805000000000008 -0.091399999999999995 0.08413000000000001 0.11378500000000001 0.087070000000000022 0.086325000000000013 -0.17127999999999996 -0.092099999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 8 5 -1 10 -4 -3 20 14 -9 -13 15 -7 19 21 -5 -17 -12 -10 -15
right_child=1 2 7 17 -6 6 -8 11 9 -11 13 12 -14 16 -16 18 -18 -19 -20 -21 -22 -23
leaf_value=0.00047190611738027181 0.00075513715564224217 0.00017325503047185863 -3.4154995842163931e-06 0.00071235118765823797 0.0004809660479432448 0.0010081779052144935 0.00053543846399455107 9.0309717795076339e-05 0.00039765079336031721 0.00056603893438234411 0.00077262368783824953 0.00048784127545152274 0.00016564085745693192 0.00069249554672539228 0.00075858758678118594 0.00074154190327091734 0.00077953548961602853 0.0005153183648152073 0.00086102790700172285 0.00093789087274933464 0.00020852738098685222 0.00054738903082462509
leaf_weight=65 89 82 67 72 76 69 82 65 60 69 107 61 59 54 58 1388 64 67 102 83 53 98
leaf_count=65 89 82 67 72 76 69 82 65 60 69 107 61 59 54 58 1388 64 67 102 83 53 98
internal_value=0 0.000385285 0.000334976 0.000432175 0.000731796 0.000740564 0.000748843 0.000179395 0.000334395 0.000406803 0.000757476 0.000245793 0.00032972 0.000748281 0.000894469 0.00076054 0.000652776 0.000617632 0.000749745 0.000845005 0.000309259 0.000599172
internal_weight=0 744 655 403 2246 2170 2105 252 264 182 2023 185 120 1896 127 1680 216 139 1490 190 113 152
internal_count=2990 744 655 403 2246 2170 2105 252 264 182 2023 185 120 1896 127 1680 216 139 1490 190 113 152
is_linear=0
shrinkage=0.0032998


Tree=8586
num_leaves=13
num_cat=0
split_feature=147 457 1429 1419 4 151 49 3 1455 42 155 16
split_gain=0.179399 0.146918 0.102563 0.144873 0.0972161 0.0933232 0.141752 0.129741 0.0632934 0.0751285 0.0653209 0.0495118
threshold=0.091170000000000015 0.086205000000000018 0.084895000000000012 0.085390000000000008 -0.017399999999999995 0.084350000000000008 -0.081404999999999991 -0.021559999999999996 0.10548500000000001 0.13800000000000004 0.097355000000000011 -0.073554999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 7 -1 9 10 -8 -3
right_child=-2 11 3 -5 -6 -7 8 -9 -10 -11 -12 -13
leaf_value=-0.0095770259667693931 -0.0062569794360257149 0.0034595927302033423 0.0045517096309554703 -0.0013568962317835132 0.014426060802459902 0.007653370903399485 0.0010736007250476147 0.00064247494142341793 0.006861304799547524 0.0070074552013210953 0.0051949462395157152 0.010245419511430761
leaf_weight=63 77 52 62 55 53 67 2160 79 63 67 115 77
leaf_count=63 77 52 62 55 53 67 2160 79 63 67 115 77
internal_value=0 0.00196769 0.00170958 0.00571858 0.00911812 0.00144817 0.00128424 -0.00387888 0.00158983 0.00144726 0.00128272 0.00752397
internal_weight=0 2913 2784 170 115 2614 2547 142 2405 2342 2275 129
internal_count=2990 2913 2784 170 115 2614 2547 142 2405 2342 2275 129
is_linear=0
shrinkage=0.16829


Tree=8587
num_leaves=9
num_cat=0
split_feature=44 147 15 34 1375 12 12 4
split_gain=0.150606 0.17508 0.110007 0.0727868 0.0739581 0.0801742 0.0975421 0.0769972
threshold=0.081835000000000019 0.091170000000000015 -0.52850999999999992 -0.081629999999999994 -0.095554999999999987 -0.10468499999999999 -0.092484999999999984 -0.50231999999999988
decision_type=2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 -7 -8
right_child=-2 -3 3 4 5 6 7 -9
leaf_value=-0.0053259692089411576 0.01044316513714013 -0.0067212840122122669 0.0066489660519856077 0.0072277030355695987 0.0070112752719821009 -0.0057079090969507336 0.0056266133839511364 0.0011827389080814584
leaf_weight=65 52 75 81 63 70 56 116 2412
leaf_count=65 52 75 81 63 70 56 116 2412
internal_value=0 0.00130089 0.00151167 0.00167116 0.0015221 0.00138598 0.0012329 0.00138736
internal_weight=0 2938 2863 2798 2717 2654 2584 2528
internal_count=2990 2938 2863 2798 2717 2654 2584 2528
is_linear=0
shrinkage=0.16829


Tree=8588
num_leaves=14
num_cat=0
split_feature=44 147 151 1210 52 13 484 1212 402 3 1212 49 52
split_gain=0.104152 0.121141 0.0769705 0.0699361 0.141066 0.185242 0.061886 0.0708452 0.0903542 0.0619052 0.0500657 0.0412276 0.0273196
threshold=0.081835000000000019 0.091170000000000015 0.084725000000000009 -0.0074649999999999985 0.08593000000000002 -0.026489999999999996 -0.085604999999999987 -0.0049949999999999986 0.10686000000000002 -0.23098999999999997 -0.092064999999999994 -0.0069299999999999995 -0.015539999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 11 10 9 -9 -8 -5 -13
right_child=-2 -3 -4 6 -6 -7 7 8 -10 -11 -12 12 -14
leaf_value=0.013222830021729078 0.0086856873464723691 -0.0055901605663125397 0.0061619672125575956 0.0073637938915137946 -0.0011960342168883863 0.00069563996667391091 0.0017003274624798059 0.0049995640907048895 -0.0065122998582805014 0.00033547391369145857 0.0080675970320107648 0.00042174917317896863 0.0049545656519137662
leaf_weight=72 52 75 88 59 90 63 93 84 53 2042 57 101 61
leaf_count=72 52 75 88 59 90 63 93 84 53 2042 57 101 61
internal_value=0 0.00108207 0.00125748 0.00110131 0.00394767 0.00739012 0.000849453 0.000593141 0.000348715 0.000520601 0.00413187 0.00354245 0.00213964
internal_weight=0 2938 2863 2775 225 135 2550 2329 2179 2126 150 221 162
internal_count=2990 2938 2863 2775 225 135 2550 2329 2179 2126 150 221 162
is_linear=0
shrinkage=0.16829


Tree=8589
num_leaves=23
num_cat=0
split_feature=1 12 1 12 4 2 3 3 2 12 3 4 2 1447 12 4 2 4 3 157 2 3
split_gain=5.09301 1.35617 0.682068 0.498806 0.51303 0.332558 0.32944 0.328096 0.313978 0.29728 0.237701 0.726956 0.168518 0.129518 0.122598 0.139257 0.0991044 0.0985544 0.0834513 0.0788031 0.0642041 0.0229616
threshold=0.12313000000000002 0.056995000000000011 0.093575000000000019 0.083335000000000006 0.043640000000000005 -1.0000000180025095e-35 0.0066850000000000008 0.11878500000000002 0.13631000000000001 -0.014854999999999998 -0.14186499999999996 -0.10701499999999999 0.097300000000000011 -0.086059999999999984 0.098785000000000012 0.065755000000000008 0.10274500000000002 -0.040874999999999995 0.12955000000000003 -0.096394999999999995 0.096435000000000007 -0.075914999999999996
decision_type=2 2 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 10 -2 16 -8 -7 -1 12 -12 -5 -13 15 -6 -4 -11 -10 -15 -17 -16
right_child=5 3 6 4 14 8 7 -9 18 17 11 13 -14 19 21 20 -18 -19 -20 -21 -22 -23
leaf_value=0.00080669788943596888 2.7556217083657674e-06 0.0009617365392859664 0.00041768982748464049 0.00098499803618812753 0.00050008514724462865 0.00044758033409431904 0.0006961400540958742 0.00038268738576174144 7.7667076173143124e-05 0.000666706044968502 0.00034897424148962902 0.00086868402518039997 0.00074590494301080381 0.00058991403891444803 0.00042924923752939273 0.00076247018190453951 0.0002640131694927277 0.00050231547136353233 0.00024404541956743247 0.0007245013783347727 0.00060432068329642269 0.00053326421189920043
leaf_weight=97 68 85 96 63 65 71 80 68 56 74 58 69 70 52 52 67 91 93 82 1426 54 53
leaf_count=97 68 85 96 63 65 71 80 68 56 74 58 69 70 52 52 67 91 93 82 1426 54 53
internal_value=0 0.000673642 0.000534808 0.000712964 0.000702525 0.000203727 0.000435651 0.000552359 0.000268946 0.000660499 0.000724073 0.000712835 0.000859424 0.000726454 0.000573709 0.000625241 0.000343094 0.00057537 0.000176785 0.00071979 0.000692182 0.000482088
internal_weight=0 2713 599 2114 2029 277 335 148 209 264 1738 1605 133 1547 291 186 187 167 138 1478 121 105
internal_count=2990 2713 599 2114 2029 277 335 148 209 264 1738 1605 133 1547 291 186 187 167 138 1478 121 105
is_linear=0
shrinkage=0.0032998


Tree=8590
num_leaves=32
num_cat=0
split_feature=1 2 12 0 4 2 1 15 0 2 16 51 16 4 43 16 0 39 16 4 1 43 15 159 2 0 4 0 12 16 403
split_gain=8.18167 2.17291 1.69139 0.654992 0.632198 0.536504 0.386918 0.574063 0.563433 0.413234 0.29333 0.277998 0.307743 0.294045 0.271296 0.258029 0.20278 0.19955 0.192563 0.172486 0.163306 0.146901 0.144981 0.115007 0.114088 0.111674 0.0946562 0.0938239 0.0872171 0.0387499 0.0121736
threshold=0.095920000000000019 0.12026500000000001 -1.0000000180025095e-35 -0.061204999999999989 -0.014854999999999998 0.25063000000000007 0.083670000000000008 0.084630000000000025 -0.14920999999999998 0.083525000000000002 0.066010000000000013 0.11255500000000002 0.014185000000000001 0.022635000000000006 -0.070914999999999992 -0.016079999999999994 -0.07409499999999998 0.084950000000000012 -0.11227499999999999 0.094220000000000012 0.100925 -0.085594999999999991 0.087670000000000012 0.081780000000000005 0.098500000000000018 -0.096444999999999989 -0.076164999999999997 -0.079554999999999987 0.095175000000000023 -0.082119999999999985 -0.07687999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 20 17 8 9 -1 15 -5 12 13 22 -6 -8 18 25 -16 -2 -4 -14 -10 -15 -12 -3 29 -23 -22 -9 -31
right_child=1 5 4 10 14 -7 7 26 11 -11 24 -13 21 23 16 -17 -18 -19 -20 -21 28 27 -24 -25 -26 -27 -28 -29 -30 30 -32
leaf_value=0.001358211603061196 0.00036337458164927423 0.00043063251265173749 0.00084741103268112122 0.0006989797487891062 0.00091715200242552589 8.6419033063691081e-05 0.0007693801626191103 0.0011866177039798126 0.0011378184098164482 0.00064786063259552457 0.0010544871558101267 0.00083634667459872765 0.0010811229781905096 0.0008860834765280944 0.00088083979518177873 0.0010720832464598598 0.00049607968134295283 0.00028207759696451828 0.00060084516514768115 0.00057489232409734848 0.0011586307153310664 0.00077125479130147137 0.0010497388430058048 0.0010802561648633286 0.00086281211431778464 0.00063104193438960252 0.00095823157752947664 0.00095306320155593316 0.00097894507601902002 0.0010268313091100138 0.0011143201434890202
leaf_weight=71 88 65 53 84 69 57 53 60 642 82 63 62 62 103 58 77 52 52 52 83 64 53 320 53 82 60 63 86 63 52 57
leaf_count=71 88 65 53 84 69 57 53 60 642 82 63 62 62 103 58 77 52 52 52 83 64 53 320 53 82 60 63 86 63 52 57
internal_value=0 0.000634454 0.000742484 0.00102331 0.000857329 0.000365612 0.00104353 0.000957524 0.0010698 0.000832654 0.000855756 0.00105495 0.0010652 0.00108678 0.000742502 0.000948945 0.000667897 0.000455323 0.000748799 0.000466247 0.0010045 0.000944975 0.00110856 0.000952278 0.000946335 0.000527111 0.00107148 0.000883994 0.00106977 0.00111349 0.00107291
internal_weight=0 816 582 2125 411 234 1896 444 1452 212 229 1381 1319 1118 231 130 162 177 110 171 180 201 962 156 145 125 232 139 127 169 109
internal_count=2941 816 582 2125 411 234 1896 444 1452 212 229 1381 1319 1118 231 130 162 177 110 171 180 201 962 156 145 125 232 139 127 169 109
is_linear=0
shrinkage=0.0032998


Tree=8591
num_leaves=24
num_cat=0
split_feature=4 39 4 457 48 40 14 34 39 51 4 52 49 475 51 47 48 1456 4 49 1429 4 4
split_gain=4.31568 1.18266 0.709166 0.38193 0.313058 0.290318 0.263566 0.22082 0.286208 0.218516 0.21504 0.193549 0.205762 0.189653 0.277422 0.159362 0.123657 0.118878 0.0992478 0.0928555 0.0895891 0.0573929 0.0402055
threshold=0.31392000000000003 0.0047850000000000011 -0.068329999999999988 0.11129500000000002 0.092105000000000006 -0.08440499999999998 0.073890000000000011 -0.010739999999999998 0.093225000000000016 -0.025904999999999994 -0.44205499999999992 -0.060344999999999996 -0.081629999999999994 -0.013459999999999998 -0.041139999999999989 0.10933000000000002 0.086950000000000013 -0.077489999999999989 -0.10429499999999998 0.098445000000000019 1.0000000180025095e-35 0.51292000000000015 0.41823000000000005
decision_type=2 2 2 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 6 -3 9 -2 21 -1 -11 12 -4 14 -14 17 -7 -13 -12 -15 -19 22 -9
right_child=7 5 3 -5 -6 16 -8 8 -10 10 18 15 13 19 -16 -17 -18 20 -20 -21 -22 -23 -24
leaf_value=0.00061848985823888388 6.8870597449757848e-05 0.00024874140787591687 0.00042821438822714754 0.00038020319503820381 0.00051442203459320943 0.00061549648722701827 0.00099127729203561036 0.00034371023406745628 0.0001102800578009637 0.00098437598519721331 0.00063268153278907692 0.00082696345823021257 0.00034996072977259253 0.00072379674324788996 0.00068062003855276986 0.0005170335090444371 0.00041678746134821241 0.00067711249347075331 0.00077867627160565199 0.00058968099084724895 0.00078780563903628096 0.00028244268187978814 0.00046620296143771848
leaf_weight=101 52 60 60 54 52 76 61 56 61 55 57 85 54 197 58 52 65 569 808 84 98 56 70
leaf_count=101 52 60 60 54 52 76 61 56 61 55 57 85 54 197 58 52 65 569 808 84 98 56 70
internal_value=0 0.00068589 0.000705917 0.000653467 0.000766522 0.000442109 0.000778605 0.000264909 0.000306714 0.000765864 0.000782005 0.000665178 0.000609997 0.000637661 0.00052151 0.000696225 0.000524143 0.00070857 0.000769097 0.000683831 0.000693429 0.000372358 0.000412041
internal_weight=0 2646 2445 1311 1134 201 1082 295 243 1021 920 1257 453 393 112 804 141 752 865 281 667 182 126
internal_count=2941 2646 2445 1311 1134 201 1082 295 243 1021 920 1257 453 393 112 804 141 752 865 281 667 182 126
is_linear=0
shrinkage=0.0032998


Tree=8592
num_leaves=25
num_cat=0
split_feature=52 475 11 156 15 49 14 133 394 402 47 133 13 4 133 15 0 0 4 0 394 158 15 4
split_gain=0.149651 0.174796 0.164704 0.140087 0.134138 0.183813 0.111845 0.102201 0.0942231 0.0885297 0.107645 0.0950456 0.0891453 0.0882401 0.0839724 0.134566 0.081442 0.132755 0.085577 0.0798682 0.0575814 0.0289772 0.0387488 0.0630388
threshold=-0.068039999999999975 -0.080379999999999993 0.084110000000000004 0.050840000000000003 -0.094389999999999988 0.053250000000000006 0.073890000000000011 1.0000000180025095e-35 -0.079279999999999975 0.089020000000000002 0.078345000000000012 0.09117500000000002 -0.084184999999999996 0.056815000000000011 0.056015000000000002 -0.081149999999999986 -0.23395499999999997 -0.14797999999999997 0.40052000000000004 -0.082134999999999986 -0.10138999999999999 0.081110000000000015 -0.048914999999999993 -0.46195999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 5 -3 7 8 20 10 11 12 -9 14 21 -16 -10 -18 -19 -13 -2 22 -6 -24
right_child=2 4 -4 -5 13 -7 -8 9 16 -11 -12 19 -14 -15 15 -17 17 18 -20 -21 -22 -23 23 -25
leaf_value=0.0009461701105422317 0.0026978298558097071 -0.0088562382012622922 -0.0047481147931399161 -0.0088979541999621402 0.0055136169233111626 0.0038820967003829732 0.010906794195981789 0.0047955208502010122 0.0082705856121195066 0.010933830743397988 -0.0027317424331157174 -0.0006405761098207931 0.011169754241265678 0.008752509049140305 0.0054584154520802347 -0.0047642606348263401 -0.0047711665041582762 0.0026117787853191694 -0.0029387298556909094 0.0047671836929435519 0.0098190391131624203 0.0072673344142623305 0.0048558031317454241 -0.0024921258944258558
leaf_weight=76 59 70 70 88 101 59 57 152 54 63 56 107 107 67 58 98 86 890 86 274 73 58 65 67
leaf_count=76 59 70 70 88 101 59 57 152 54 63 56 107 107 67 58 98 86 890 86 274 73 58 65 67
internal_value=0 0.000575878 0.00326913 -0.00432509 0.00182868 -0.00301625 0.0035419 0.00333184 0.00239247 0.00487404 0.00432295 0.00494304 0.00743583 0.00304813 0.00218909 -0.000952005 0.00188732 0.00156105 0.00212086 0.00324375 0.00664969 0.00387915 0.00302803 0.00111256
internal_weight=0 807 2134 164 643 129 2064 2007 1248 759 696 640 259 514 447 156 1116 1062 976 381 132 291 233 132
internal_count=2941 807 2134 164 643 129 2064 2007 1248 759 696 640 259 514 447 156 1116 1062 976 381 132 291 233 132
is_linear=0
shrinkage=0.16829


Tree=8593
num_leaves=37
num_cat=0
split_feature=1 3 52 1 2 43 3 12 52 12 3 2 15 3 2 159 159 1 15 15 2 159 3 16 3 156 15 1 15 13 159 43 3 3 15 15
split_gain=8.96428 2.61334 1.02107 0.863208 0.627268 0.538595 0.448454 0.319974 0.364711 0.20957 0.209411 0.196712 0.181866 0.167442 0.131811 0.143591 0.167833 0.1916 0.128631 0.122927 0.156212 0.123094 0.108253 0.0917124 0.0843459 0.081135 0.0805632 0.0803051 0.0732381 0.0717755 0.0654102 0.0519283 0.0458074 0.0724692 0.0440814 0.058872
threshold=0.095920000000000019 -0.053364999999999996 0.12456500000000001 0.13472500000000001 0.11504500000000002 -0.049364999999999992 -0.073614999999999986 0.083335000000000006 0.008405000000000001 0.08598500000000002 0.3148450000000001 0.10433000000000002 -0.084454999999999988 -0.092109999999999984 0.079570000000000016 0.018290000000000004 -1.0000000180025095e-35 0.083065000000000014 0.079600000000000018 -0.074729999999999977 0.088710000000000011 0.085345000000000018 -0.047774999999999991 -0.052039999999999996 0.11269500000000002 0.0010500000000000004 0.084735000000000019 0.10932500000000002 -0.087984999999999994 -1.0000000180025095e-35 -0.023859999999999996 -0.088164999999999979 -0.082234999999999989 -0.085324999999999984 0.086195000000000008 0.087670000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 12 27 7 8 -1 13 -5 14 -2 -9 -8 16 -16 22 19 21 -21 28 -18 -13 -7 29 -20 -3 -11 -14 -15 -22 33 -32 -28 -36
right_child=1 2 -4 10 -6 24 11 9 -10 18 -12 23 25 30 15 -17 17 -19 26 20 31 -23 -24 -25 -26 -27 34 -29 -30 -31 32 -33 -34 -35 35 -37
leaf_value=0.00044856235267464795 0.00051242846588296078 0.00019210699663821658 0.0006024341358422295 6.0427158444527249e-05 0.00031484035019895039 0.0004841137293792896 0.00059732037371184818 0.0010491880277193044 0.00083260349663464715 0.00071797486881814657 -0.0001993231432950953 0.00067598472816812727 0.0007305325416740538 0.00095657667646090118 0.00088391047504965707 0.00089310774019644447 0.00064052635159891143 0.00050409332420462956 0.00093817954172171689 0.00056277279634737239 0.00083893654027016777 0.00094911884917045746 0.00085714013052363459 0.00050480545192255026 0.00032580189666072838 0.00082754742860972506 0.00071873681695060893 1.8054311958703251e-05 0.0008570228032666544 0.00057711887123179629 0.00080338358072834059 0.00070688390253124912 0.00074996866166418855 0.00092854736000768431 0.00091756098902182938 0.00081094199421839481
leaf_weight=56 64 52 65 74 69 64 62 61 53 125 62 71 98 65 54 76 52 53 70 67 57 54 53 71 92 55 52 66 68 55 123 94 60 97 71 460
leaf_count=56 64 52 65 74 69 64 62 61 53 125 62 71 98 65 54 76 52 53 70 67 57 54 53 71 92 55 52 66 68 55 123 94 60 97 71 460
internal_value=0 0.000376342 0.000218002 0.000156969 0.000596801 0.000263664 0.000783323 0.000809766 0.000635621 0.000822199 -5.77294e-05 0.000695481 0.000668198 0.000887198 0.000737915 0.000768059 0.000723064 0.000667868 0.000798563 0.000755753 0.000697444 0.000807074 0.0007502 0.000590643 0.000390976 0.000715958 0.000828993 9.5054e-05 0.000767148 0.000675614 0.000858454 0.000756965 0.000835549 0.00085873 0.000815823 0.000825264
internal_weight=0 816 475 410 341 274 2125 1633 109 1524 136 492 272 406 350 288 212 158 1118 465 218 247 105 142 156 208 653 118 193 153 345 151 280 220 583 531
internal_count=2941 816 475 410 341 274 2125 1633 109 1524 136 492 272 406 350 288 212 158 1118 465 218 247 105 142 156 208 653 118 193 153 345 151 280 220 583 531
is_linear=0
shrinkage=0.0032998


Tree=8594
num_leaves=23
num_cat=0
split_feature=12 10 2 10 2 96 2 49 12 150 49 51 2 47 160 51 2 43 43 474 51 12
split_gain=5.44828 1.50532 1.37772 1.00145 1.24195 0.625077 0.563795 0.298444 0.250626 0.237699 0.17722 0.108427 0.219101 0.107031 0.104647 0.0828768 0.0762729 0.0658387 0.112858 0.0611203 0.0610634 0.0164565
threshold=0.078120000000000009 -0.089679999999999982 0.13154000000000002 0.057650000000000007 0.10859000000000001 1.0000000180025095e-35 -0.054704999999999997 0.059130000000000009 0.090285000000000018 0.083435000000000023 0.12001000000000002 0.0045000000000000014 0.087765000000000024 0.099745000000000014 -0.52336499999999997 -0.090039999999999995 0.12026500000000001 0.092445000000000013 0.0034500000000000004 0.087710000000000024 0.10446500000000002 -0.042789999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 9 -2 16 15 11 13 12 -3 14 -10 -8 -6 18 19 -17 -16 -18
right_child=2 3 -4 -5 7 -7 8 -9 10 -11 -12 -13 -14 -15 20 17 21 -19 -20 -21 -22 -23
leaf_value=-0.00018630116293999729 0.00036536445787926962 0.00073122377784186484 0.00024026384101374939 -4.1817642976426343e-05 0.00026191519007425727 0.00020310512013969276 0.00062256223791416971 0.00043048847658282749 0.00054327038322967683 0.00044211833469435038 0.00047800182021218239 0.00077653969926741028 0.00051684033009042317 0.00056515701095168774 0.00068716293251008364 0.00076105966650179279 8.7826001595543097e-05 0.0008642626196490831 0.00062721708011898676 0.00066196830208627719 0.00079370758712214023 0.0001699118496616039
leaf_weight=52 56 91 76 53 79 52 67 74 54 89 54 53 126 91 711 757 59 52 92 81 69 53
leaf_count=52 56 91 76 53 79 52 67 74 54 89 54 53 126 91 711 757 59 52 92 81 69 53
internal_value=0 0.000355662 0.000677372 0.000394368 0.000428619 0.000542265 0.000693296 0.000252227 0.000702334 0.000591293 0.000664002 0.000640334 0.000606905 0.000674822 0.000686745 0.000738074 0.000182978 0.000745919 0.000739265 0.000751524 0.000696633 0.000126985
internal_weight=0 781 2160 729 676 411 2084 265 2028 359 979 270 217 925 834 1049 191 982 930 838 780 112
internal_count=2941 781 2160 729 676 411 2084 265 2028 359 979 270 217 925 834 1049 191 982 930 838 780 112
is_linear=0
shrinkage=0.0032998


Tree=8595
num_leaves=14
num_cat=0
split_feature=9 149 43 1447 0 12 157 0 2 15 12 12 480
split_gain=0.157806 0.117293 0.087015 0.097881 0.0734125 0.154604 0.0984872 0.0893847 0.133147 0.0699479 0.0639792 0.0831074 0.0244226
threshold=-1.0000000180025095e-35 0.078645000000000007 -0.50775499999999985 -0.08292999999999999 -0.12368999999999998 -0.094269999999999979 -0.017409999999999998 -0.10594499999999998 -0.14847999999999997 0.087010000000000018 -0.083979999999999985 0.082595000000000016 0.08610000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 6 -6 -5 -7 -9 12 -8 -12 -4
right_child=1 -3 3 4 5 7 10 8 -10 -11 11 -13 -14
leaf_value=-0.0035941195321150736 -0.0027507395369444506 0.010263186205384224 0.0073872519915910715 -0.0049569663120174884 0.011347072830534899 0.0097703659563765973 -0.0025611704158387495 -0.0050944082905419749 0.0034373122370038789 0.011886650893864587 0.0056362659442540279 -0.0010460530000632831 0.0022390446349323067
leaf_weight=89 63 73 53 63 72 61 60 53 2022 64 169 76 54
leaf_count=89 63 73 53 63 72 61 60 53 2022 64 169 76 54
internal_value=0 0.00359104 0.00341707 0.00355918 0.00329911 0.00366622 0.00109152 0.00340648 0.00321853 0.0074665 0.00234677 0.00355605 0.00480588
internal_weight=0 2883 2810 2747 2576 2208 368 2136 2075 171 305 245 107
internal_count=2972 2883 2810 2747 2576 2208 368 2136 2075 171 305 245 107
is_linear=0
shrinkage=0.16829


Tree=8596
num_leaves=29
num_cat=0
split_feature=4 3 3 0 39 1 1 52 3 11 0 4 4 0 0 1 12 48 4 3 3 159 0 4 4 43 13 4
split_gain=12.2052 4.24007 2.33889 0.774493 0.738636 0.508723 0.367558 0.357227 0.361233 0.311431 0.325114 0.289803 0.212405 0.186516 0.194943 0.327363 0.177422 0.160996 0.132096 0.129051 0.10575 0.106345 0.105486 0.103567 0.0915209 0.0638244 0.0551757 0.0265574
threshold=0.31392000000000003 -0.066229999999999997 0.28833000000000003 -0.07409499999999998 0.0047850000000000011 0.13074500000000003 0.08346000000000002 -0.53896499999999992 -0.115685 1.0000000180025095e-35 -0.10998999999999999 -0.39175499999999991 0.036605000000000006 -0.062714999999999979 -0.12259499999999998 0.085410000000000014 0.087765000000000024 0.086410000000000015 0.44128500000000004 -0.00083499999999999991 -0.088314999999999991 -0.078814999999999982 -0.077574999999999991 0.022635000000000006 -0.083804999999999977 0.05259500000000001 -0.052124999999999998 -0.072659999999999988
decision_type=2 2 2 2 2 2 2 2 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 11 18 -6 -5 -9 10 -1 -3 26 14 15 -13 20 -8 -2 -7 24 -22 -16 25 -12 -18 -10 -28
right_child=5 2 -4 7 6 19 17 8 12 -11 16 13 -14 -15 22 -17 23 -19 -20 -21 21 -23 -24 -25 -26 -27 27 -29
leaf_value=0.00059614293205299059 7.8417985041072085e-05 0.00083038815458427978 -0.00010054466211922011 0.00088200169869936853 0.00061346140956907574 3.3523898646020855e-05 0.00043642321610494418 0.00044736534618828233 0.00069342362161740076 0.0010315969878653716 0.00089544862488123711 0.0007594945879654104 0.00055598030727053191 0.00042466423814489773 0.00080392347443532773 0.00043081619098897403 0.00083621691189442692 0.00020248920803394004 0.00026267710411355963 -0.00017123477316321019 0.00097425740376941555 0.00083707832763957682 0.00061018504610047431 0.00069071897255423462 0.0010677031666175749 0.00074762495709140657 0.00086150374379500986 0.00075031699083706355
leaf_weight=62 88 77 63 85 60 52 56 81 92 92 94 53 83 54 83 90 554 77 83 93 77 407 52 78 58 116 57 55
leaf_count=62 88 77 63 85 60 52 56 81 92 92 94 53 83 54 83 90 554 77 83 93 77 407 52 78 58 116 57 55
internal_value=0 0.000732189 0.000503917 0.000808415 0.000567234 4.60653e-05 0.000398495 0.000688074 0.000643185 0.000843837 0.000831867 0.000646772 0.000698328 0.000604081 0.000638804 0.00055288 0.000842402 0.000301253 0.00016806 -9.75611e-05 0.000883512 0.000858975 0.000729559 0.0008074 0.000961409 0.000820931 0.000756071 0.000807218
internal_weight=0 2656 665 1991 602 316 193 453 368 1538 1446 409 287 332 278 143 1384 133 171 145 636 484 135 748 152 670 204 112
internal_count=2972 2656 665 1991 602 316 193 453 368 1538 1446 409 287 332 278 143 1384 133 171 145 636 484 135 748 152 670 204 112
is_linear=0
shrinkage=0.0032998


Tree=8597
num_leaves=18
num_cat=0
split_feature=10 4 16 42 50 52 4 147 48 51 10 43 16 50 400 52 2
split_gain=0.0822193 0.0992418 0.160661 0.221194 0.198288 0.143279 0.101528 0.10217 0.0965594 0.101397 0.0904742 0.112151 0.0798883 0.0483727 0.0313136 0.0484681 0.0276625
threshold=0.096095000000000014 -0.10023999999999998 0.26900000000000007 0.086855000000000016 0.082420000000000007 -1.0000000180025095e-35 -0.082619999999999985 0.096075000000000008 0.13453000000000004 0.10636000000000001 -0.089679999999999982 -0.11158 -0.078829999999999983 0.11540500000000002 -0.064664999999999986 0.085540000000000019 0.10457000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 12 8 9 10 -8 -12 14 -11 -3 -16 -4
right_child=-2 6 16 -5 -6 -7 7 -9 -10 13 11 -13 -14 -15 15 -17 -18
leaf_value=-0.003390878707253262 -0.0026982106297500207 0.0080652029030623129 0.0086942250450751015 0.0064825641154065061 0.0030776324305747445 -0.015400208811724924 -0.0030013346181197195 0.010772908301350043 -0.0038030367757686946 0.011079589688070159 0.0078513742596384144 0.0029087131282977598 0.010845336018101403 0.0049513314108237611 0.0067080682144434354 0.0010862257164805553 0.003471798911472662
leaf_weight=61 63 67 54 67 58 53 67 52 54 65 141 1752 90 87 83 93 65
leaf_count=61 63 67 54 67 58 53 67 52 54 65 141 1752 90 87 83 93 65
internal_value=0 0.00343119 0.000800926 -0.00170889 -0.00491019 -0.00898992 0.00379961 0.00338656 0.0032084 0.00338852 0.00306225 0.00327782 0.00654543 0.00758379 0.00494548 0.00374764 0.00585674
internal_weight=0 2909 358 239 172 114 2551 2218 2166 2112 1960 1893 333 152 243 176 119
internal_count=2972 2909 358 239 172 114 2551 2218 2166 2112 1960 1893 333 152 243 176 119
is_linear=0
shrinkage=0.16829


Tree=8598
num_leaves=17
num_cat=0
split_feature=0 16 3 3 149 1 3 16 49 43 0 4 1186 0 43 43
split_gain=0.114027 0.236131 0.0834553 0.131836 0.088952 0.118689 0.124358 0.168912 0.122667 0.104866 0.104139 0.0851517 0.0719547 0.0490188 0.0705575 0.0495485
threshold=0.080385000000000012 0.14976500000000001 0.41720500000000005 0.28833000000000003 0.078645000000000007 0.077375000000000013 -0.088584999999999983 -0.0081349999999999981 -0.06017999999999999 -0.079409999999999994 -0.079684999999999992 -0.081864999999999979 1.0000000180025095e-35 -0.10071499999999999 -0.010629999999999999 0.054875000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 12 7 11 9 -8 -10 -7 13 14 -1 -15
right_child=1 -3 -4 -5 -6 6 8 -9 10 -11 -12 -13 -14 15 -16 -17
leaf_value=0.0022383383902799692 -0.0090554098293121662 0.00393251214890291 0.0096255489326733147 -0.0044389978510208953 0.0089012756790730167 0.0055169464727378818 0.0019176176104821639 -0.0086981897504979141 -2.6758370038876514e-05 0.012103383273415522 0.0038201463973757603 -0.0022159273405276806 0.0088873888839243013 0.0037241077291939044 0.010410013364288739 0.0006604440679524587
leaf_weight=54 69 93 53 68 72 71 52 71 430 65 370 93 78 1089 69 175
leaf_count=54 69 93 53 68 72 71 52 71 430 65 370 93 78 1089 69 175
internal_value=0 -0.00158829 0.00299641 0.00286832 0.00305378 0.00289221 0.00161149 -0.00183808 0.00249747 0.00759173 0.00175019 0.00112089 0.00389809 0.00361621 0.00683706 0.00330137
internal_weight=0 162 2810 2757 2689 2617 1152 235 917 117 800 164 1465 1387 123 1264
internal_count=2972 162 2810 2757 2689 2617 1152 235 917 117 800 164 1465 1387 123 1264
is_linear=0
shrinkage=0.16829


Tree=8599
num_leaves=25
num_cat=0
split_feature=4 3 3 3 0 0 124 42 403 4 41 13 124 0 14 3 403 16 49 0 4 1213 133 3
split_gain=3.84903 1.56436 0.840746 0.34158 0.334086 0.318402 0.300283 0.306568 0.194667 0.237606 0.176033 0.243387 0.172055 0.163346 0.150861 0.107146 0.0965782 0.0998312 0.0943304 0.0895594 0.0895542 0.0639978 0.0566759 0.0558272
threshold=0.31392000000000003 -0.066229999999999997 0.17351000000000003 0.13772500000000001 -0.072924999999999976 -0.10594499999999998 -0.078224999999999989 0.11653500000000001 0.023025000000000004 -0.012164999999999999 0.075585000000000013 -0.100615 -0.087644999999999987 -0.22984499999999997 -1.0000000180025095e-35 -0.14088999999999999 0.25736000000000009 0.064455000000000012 -0.052284999999999991 -0.050064999999999991 -0.15615999999999999 -0.08860999999999998 0.062925000000000009 -0.085674999999999987
decision_type=2 2 2 2 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 10 -2 12 13 9 15 11 -1 -3 -8 -7 -6 17 21 -15 22 -20 -13 -17 -19
right_child=3 2 -4 -5 8 14 7 -9 -10 -11 -12 16 -14 18 -16 19 -18 23 20 -21 -22 -23 -24 -25
leaf_value=0.00057026724645914721 0.00055947014638639536 0.00062220942363102943 0.00025391880352437367 0.0001541315091724625 0.00086008015892834048 0.00044923613277378702 0.00056047833487691547 0.00045434443142650539 0.00049709083175584958 0.0005714165437560217 0.00095540159729635694 0.00070936736841813923 0.00037128096773134963 0.00086462374958677754 0.00022720066654413561 0.00085325813131588879 0.00068354331440420644 0.00078746594115354062 0.00079353909233686472 0.00060039246523830453 0.00066414819662054486 0.00081621567794313849 0.00070734004127330117 0.000638349586897418
leaf_weight=56 89 54 74 81 90 53 76 65 52 95 72 70 69 52 93 52 85 55 92 53 183 1167 80 64
leaf_count=56 89 54 74 81 90 53 76 65 52 95 72 70 69 52 93 52 85 55 92 53 183 1167 80 64
internal_value=0 0.000725088 0.000586298 0.000339628 0.000771427 0.000403415 0.000627856 0.000666186 0.000688375 0.000715163 0.000793742 0.000785943 0.000481731 0.000700266 0.000308044 0.000764692 0.0007943 0.000801217 0.000732647 0.000718097 0.000707563 0.000810198 0.00076509 0.000707565
internal_weight=0 2656 665 316 1991 235 591 468 422 370 1569 1497 123 403 146 275 1441 1356 327 185 275 1237 132 119
internal_count=2972 2656 665 316 1991 235 591 468 422 370 1569 1497 123 403 146 275 1441 1356 327 185 275 1237 132 119
is_linear=0
shrinkage=0.0032998


Tree=8600
num_leaves=23
num_cat=0
split_feature=2 4 151 158 156 15 15 2 52 13 1213 52 51 12 484 12 12 52 1429 2 4 42
split_gain=0.231859 0.160242 0.168052 0.129909 0.110281 0.218045 0.112438 0.126488 0.0966739 0.0977653 0.0913582 0.0723225 0.0707478 0.0669354 0.0653118 0.0944403 0.130639 0.0526349 0.0466299 0.0356644 0.0420617 0.0310786
threshold=0.16167500000000004 -0.0094449999999999968 0.042665000000000008 0.10528500000000002 0.050840000000000003 -0.031624999999999993 -0.040769999999999994 0.093870000000000023 0.029970000000000007 -0.15941999999999998 -0.086579999999999976 -0.082894999999999983 -0.18513499999999997 0.08486500000000001 0.091085000000000013 0.081320000000000017 -0.067899999999999988 0.082640000000000005 -0.0091699999999999993 0.11693000000000002 0.26546000000000003 0.085025000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 6 -6 8 13 9 -3 17 -11 -12 -8 15 16 -14 -1 -17 20 -10 -19
right_child=-2 3 -4 -5 5 -7 7 -9 19 11 12 -13 14 -15 -16 18 -18 21 -20 -21 -22 -23
leaf_value=0.0035222650512170069 -0.0059096831386714378 0.0069560682057086586 0.012584207625026581 -0.0044388045243507158 0.0025176213572027898 -0.011029258490815857 0.01426164697589573 0.00044504735076453922 0.0039994774343149932 0.0028718423304813167 0.009276737815879595 -0.0018597972233976075 0.0065063447400053121 0.0061143388561730972 0.0081330490225798319 -0.00056440863204451012 -0.0026916920456705809 0.00055223110912198459 0.0044345756138659109 0.00045162742235994277 0.0095848522592697043 -0.0052383558580343303
leaf_weight=75 85 57 63 96 95 52 52 65 153 130 73 308 64 66 96 55 138 52 1043 52 52 52
leaf_count=75 85 57 63 96 95 52 52 65 153 130 73 308 64 66 96 55 138 52 1043 52 52 52
internal_value=0 0.0030014 0.00404198 0.00148848 0.00201603 -0.00226225 0.00269058 0.00643537 0.00177689 0.000398016 0.00371434 -0.000451328 0.00415177 0.0097199 0.00388248 0.00356721 0.000213644 0.000114477 0.00418253 0.00442572 0.00542502 -0.00232579
internal_weight=0 2889 1711 1178 1082 147 935 183 752 495 1648 438 1469 118 1396 1300 202 179 1098 257 205 104
internal_count=2974 2889 1711 1178 1082 147 935 183 752 495 1648 438 1469 118 1396 1300 202 179 1098 257 205 104
is_linear=0
shrinkage=0.16829


Tree=8601
num_leaves=18
num_cat=0
split_feature=3 14 9 3 1 2 2 156 1 13 475 48 2 156 13 16 1
split_gain=0.199256 0.11747 0.112645 0.088462 0.0962523 0.194839 0.196025 0.101236 0.231287 0.153551 0.1283 0.0950184 0.118042 0.0778935 0.0747667 0.0730371 0.0495718
threshold=0.31351000000000001 0.073890000000000011 -1.0000000180025095e-35 0.110335 0.085880000000000026 0.086115000000000011 0.10155500000000002 0.050840000000000003 0.078705000000000011 -0.085684999999999997 -0.085289999999999991 0.085835000000000009 -0.080859999999999974 0.088735000000000022 0.10077500000000002 -0.116045 0.11477000000000001
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 7 11 -7 8 10 -9 -4 12 -6 -11 -8 -2 -5
right_child=15 -3 3 16 5 6 14 9 -10 13 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0039470981063764376 -0.00047038589851106549 0.0081719961380283604 0.011359562217983767 0.0037839511544549278 -0.0047472643051205262 -0.0096444730951341217 0.0013032246556399325 -0.0079006219407047815 0.013927489535042564 0.0070653030666664556 0.0028208353646022835 0.0097541905434223117 0.0031302248826189805 -0.00064195957191925761 -0.005466658906978842 -0.0091424284135035797 0.010231801558349025
leaf_weight=78 57 102 52 77 61 77 227 56 59 61 1295 52 452 94 58 54 62
leaf_count=78 57 102 52 77 61 77 227 56 59 61 1295 52 452 94 58 54 62
internal_value=0 0.00255642 0.00234832 0.002532 0.00230505 0.000935104 -0.00211011 0.0030893 0.00360526 -0.000340263 0.0031518 0.00288937 0.00219002 0.00237963 -6.82023e-05 -0.0047054 0.0066729
internal_weight=0 2863 2761 2683 2544 927 362 1617 1406 211 1347 565 513 155 285 111 139
internal_count=2974 2863 2761 2683 2544 927 362 1617 1406 211 1347 565 513 155 285 111 139
is_linear=0
shrinkage=0.16829


Tree=8602
num_leaves=18
num_cat=0
split_feature=2 49 0 0 4 157 14 0 0 43 16 2 1213 13 160 12 12
split_gain=0.137941 0.237872 0.092469 0.0796283 0.075224 0.210103 0.112684 0.117588 0.104667 0.117256 0.226249 0.0863146 0.0822341 0.0765278 0.0628959 0.0609626 0.0489033
threshold=0.14253500000000002 -0.16404499999999997 -0.05226999999999999 0.13304000000000002 0.024470000000000002 -0.013279999999999998 0.073890000000000011 -0.10934999999999999 -0.11262999999999999 -0.049364999999999992 -0.52541999999999989 -1.0000000180025095e-35 -0.086579999999999976 -0.0032799999999999995 -0.011514999999999999 0.092755000000000018 0.089625000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -6 7 13 9 -7 -11 -9 -13 -3 16 -16 -10
right_child=2 3 -4 -5 5 8 -8 11 14 10 -12 12 -14 -15 15 -17 -18
leaf_value=0.01313765094008189 0.00075598497830876583 0.0018308465221947728 -0.0073808567843644275 0.0080265463266201171 -0.009945890192974819 -0.0026747732660027785 0.0088501942042482195 -0.0028926404231674812 -0.0077087893763270569 -0.00050645177703663045 0.01254640200409177 -0.00067879624716184433 0.0030708990925302476 -0.0057401677874278642 0.0033024381085877685 -0.0019412771038089631 -0.00047316042369159123
leaf_weight=55 87 67 72 60 53 52 72 82 52 69 82 184 1594 86 135 117 55
leaf_count=55 87 67 72 60 53 52 72 82 52 69 82 184 1594 86 135 117 55
internal_value=0 0.00217314 -0.00291732 0.00195399 0.00181838 0.000179635 0.00230089 0.00206574 0.00113773 0.004193 0.00656996 0.00243512 0.00268184 -0.00241301 -0.000584896 0.000860727 -0.00400633
internal_weight=0 2815 159 2760 2700 615 2085 2013 562 203 151 1860 1778 153 359 252 107
internal_count=2974 2815 159 2760 2700 615 2085 2013 562 203 151 1860 1778 153 359 252 107
is_linear=0
shrinkage=0.16829


Tree=8603
num_leaves=30
num_cat=0
split_feature=1 10 4 1 13 150 4 13 1 51 16 16 49 13 1 51 16 13 16 484 394 159 4 13 1 160 13 160 403
split_gain=4.49533 0.72781 0.755015 0.660507 0.620378 0.519214 0.354744 0.314537 0.324577 0.307305 0.268715 0.281666 0.216852 0.189547 0.179137 0.164088 0.252786 0.157538 0.141578 0.128527 0.113219 0.0967132 0.104281 0.0901332 0.0880569 0.0547913 0.0354695 0.0325238 0.0132704
threshold=0.11121000000000002 -0.36237499999999995 0.44128500000000004 0.08864000000000001 -0.27740999999999993 1.0000000180025095e-35 0.036605000000000006 -0.040229999999999995 0.12864500000000004 -0.031924999999999995 0.31625000000000009 -0.0073699999999999989 0.11077500000000003 -0.012549999999999997 0.13205500000000003 -0.011859999999999997 0.18879500000000002 -0.080694999999999975 -0.075724999999999987 -0.084954999999999989 -0.014749999999999997 0.084685000000000024 -0.016894999999999997 -0.097214999999999982 0.09803000000000002 0.058535000000000011 -0.016319999999999998 -1.0000000180025095e-35 -0.077474999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 -3 10 12 -6 -9 -8 11 17 15 -13 -4 19 20 -5 -7 -1 28 22 -21 -22 26 27 -19 -11 -17
right_child=1 2 14 5 7 18 9 8 -10 25 -12 13 -14 -15 -16 16 -18 24 -20 21 23 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.001001515070425773 8.0541435954464562e-06 0.00024530741104324193 0.00037575680663510191 0.00058791772583861835 0.00077085849915043141 0.00035835163018800922 0.0004566923562292345 0.00035683968968315652 0.00069837938331209404 0.00073333529294088162 0.00085420693117140001 0.00065628054661967918 0.00059486097271210705 0.00040044625864407723 0.00015292087259421649 0.00083854415464670678 0.00055224733548939122 0.00075037269606249575 0.00056534881458419938 0.00096194232457035998 0.00088652570586332719 0.00069891307635005628 0.00078855701302661793 0.00075800666490739041 0.0006567093392427797 0.00079506715108228665 0.00086453905768213912 0.00062274464906374725 0.00092201755161082084
leaf_weight=56 52 65 67 88 85 75 71 69 55 59 85 60 71 69 97 67 58 69 72 69 67 56 94 974 67 63 67 74 53
leaf_count=56 52 65 67 88 85 75 71 69 55 59 85 60 71 69 97 67 58 69 72 69 67 56 94 974 67 63 67 74 53
internal_value=0 0.000377837 0.000421657 0.000723835 0.000527761 0.000633305 0.000756035 0.000615437 0.000508613 0.000644082 0.000683689 0.000649095 0.000775112 0.000519712 0.000244172 0.000783654 0.000766954 0.000706329 0.000459978 0.000857557 0.000777649 0.000820584 0.000862169 0.000766312 0.000757487 0.000711784 0.000806875 0.000672069 0.000875705
internal_weight=0 490 438 2484 274 652 1832 209 124 267 505 420 1565 129 164 1494 1219 291 147 275 1161 219 163 1041 203 196 136 133 120
internal_count=2974 490 438 2484 274 652 1832 209 124 267 505 420 1565 129 164 1494 1219 291 147 275 1161 219 163 1041 203 196 136 133 120
is_linear=0
shrinkage=0.0032998


Tree=8604
num_leaves=20
num_cat=0
split_feature=2 15 11 13 160 0 2 0 1 474 133 1 160 160 15 0 1456 133 483
split_gain=0.113273 0.0908659 0.0648571 0.11468 0.149623 0.112784 0.0724062 0.0556404 0.0522199 0.113313 0.0651428 0.0623729 0.0616488 0.0706511 0.0487912 0.0873469 0.062107 0.0409268 0.0180053
threshold=0.16167500000000004 0.12625000000000003 1.0000000180025095e-35 -0.10526999999999999 -1.0000000180025095e-35 -0.10147999999999999 0.10773000000000001 0.044695000000000006 0.087110000000000007 0.096025000000000013 -0.0072199999999999999 0.08901000000000002 0.057440000000000012 0.086945000000000008 0.090310000000000015 -0.082689999999999986 -0.090374999999999997 -0.08799499999999999 -0.019384999999999996
decision_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 -4 -6 -7 12 10 17 -12 14 -14 16 -16 -5 -10 -15
right_child=-2 -3 5 8 6 7 -8 -9 9 -11 11 -13 13 18 15 -17 -18 -19 -20
leaf_value=-0.0095323622587335649 -0.003943323579786457 0.0075236457206919382 0.0092999779649979887 -0.0037345436039528963 0.0048313788978172683 -0.0024911297548813097 -0.0032749218629305986 0.0048057201879903502 0.00046718814841771079 0.0082927677129998392 -0.0040405788369624919 0.0017789837755578547 0.010698671094950252 0.0010096792995056727 0.010508751482188666 0.0027405253185501231 0.0021565024942742888 -0.0054948656618591229 0.0048638615036638959
leaf_weight=55 85 91 94 53 66 54 59 65 58 58 57 596 54 52 54 175 1066 73 109
leaf_count=55 85 91 94 53 66 54 59 65 58 58 57 596 54 52 54 175 1066 73 109
internal_value=0 0.00228249 0.00211139 0.00187769 -0.00221461 0.0049392 0.000990832 0.00147945 0.00218472 0.00111272 0.000579256 0.00126825 0.00276106 0.00541389 0.00233662 0.00458018 0.00187588 -0.00284146 0.00363019
internal_weight=0 2889 2798 2585 180 213 125 119 2405 842 784 653 1563 215 1348 229 1119 131 161
internal_count=2974 2889 2798 2585 180 213 125 119 2405 842 784 653 1563 215 1348 229 1119 131 161
is_linear=0
shrinkage=0.16829


Tree=8605
num_leaves=20
num_cat=0
split_feature=1213 12 481 40 159 15 480 13 42 1 16 43 1213 12 42 42 4 4 43
split_gain=0.161817 0.280681 0.104103 0.108896 0.100255 0.128838 0.0963096 0.0945758 0.0825175 0.0796917 0.0772462 0.0738271 0.0686617 0.0768461 0.0472978 0.0421944 0.0397887 0.0344776 0.0254712
threshold=-0.023029999999999998 0.084805000000000005 -0.086574999999999985 0.0073350000000000004 0.08512500000000002 0.15100500000000003 -0.065749999999999989 -0.070339999999999986 0.097025000000000014 0.12200500000000002 0.0060400000000000011 0.037915000000000011 -0.082414999999999974 0.087470000000000006 -0.071309999999999985 -0.0097349999999999989 0.0011850000000000003 -0.033649999999999992 -0.0023399999999999996
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 10 9 -8 16 -10 13 -3 -9 -14 -6 -16 -15
right_child=2 12 3 -5 7 -7 8 14 11 -11 -12 -13 15 18 17 -17 -18 -19 -20
leaf_value=0.01530789586650658 -0.0042914916406767744 -0.0031628963972522369 0.0085151128513914556 -0.0045522557293489318 0.00092262789630736305 -0.0060952124288330811 0.002371480721938153 0.0032369258534421224 -0.0030248419104082825 -0.002000691103574823 -0.0034033215874067174 0.0026810853626715644 0.0034000336087438095 0.0018633002143940783 0.011921395776457821 0.010061730173936037 0.0070408487683693141 0.0064606813107186412 0.0066181883923613653
leaf_weight=66 82 69 58 74 60 61 1461 68 189 128 58 97 57 84 57 53 62 83 53
leaf_count=66 82 69 58 74 60 61 1461 68 189 128 58 97 57 84 57 53 62 83 53
internal_value=0 0.00531892 0.00160066 0.00179812 0.00199615 0.00151318 0.00175421 0.00447359 0.00154412 0.00201815 0.0016361 -0.00108333 0.00322692 0.00140311 0.00692048 0.00662609 0.00404661 0.00869681 0.0037159
internal_weight=0 382 2538 2456 2382 1994 1933 388 1875 1589 180 286 316 206 208 110 122 140 137
internal_count=2920 382 2538 2456 2382 1994 1933 388 1875 1589 180 286 316 206 208 110 122 140 137
is_linear=0
shrinkage=0.16829


Tree=8606
num_leaves=15
num_cat=0
split_feature=403 482 1213 12 1427 41 41 16 160 48 1213 12 12 1212
split_gain=0.137076 0.0996797 0.110637 0.204736 0.0643475 0.0536579 0.265989 0.0752551 0.0752329 0.0586641 0.0502581 0.0534262 0.033569 0.0215365
threshold=-0.53317999999999988 0.11745500000000002 -0.025929999999999998 0.084805000000000005 0.083935000000000023 0.087555000000000008 0.078150000000000011 0.11015500000000002 0.051580000000000008 0.086605000000000015 -0.082414999999999974 0.087470000000000006 0.091680000000000011 -0.092764999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -4 -9 11 -5 -12 -13
right_child=1 -3 4 10 -6 -7 -8 9 -10 -11 12 13 -14 -15
leaf_value=-0.0043182454805544132 0.013262945075207061 0.009265005045002269 0.0010561952095103639 -0.002669457145699293 0.0058143788724352337 -0.0031104259276441668 0.013043578240633661 -5.4913312835451379e-05 0.0039515927106295815 -0.0054535202681409078 0.0086561199922205751 0.0058017500801384823 0.0026864270376349697 0.0014143524506544597
leaf_weight=102 63 52 1432 68 90 78 54 357 310 68 54 52 55 85
leaf_count=102 63 52 1432 68 90 78 54 357 310 68 54 52 55 85
internal_value=0 0.00195669 0.00181865 0.00450007 0.00139475 0.00122095 0.00137387 0.00108225 0.00157248 -0.000922918 0.00273619 0.00117262 0.00566037 0.00309276
internal_weight=0 2818 2766 377 2389 2299 2221 2167 1742 425 314 205 109 137
internal_count=2920 2818 2766 377 2389 2299 2221 2167 1742 425 314 205 109 137
is_linear=0
shrinkage=0.16829


Tree=8607
num_leaves=15
num_cat=0
split_feature=2 157 157 2 457 1 2 15 482 4 16 42 16 12
split_gain=0.0835338 0.0913145 0.10394 0.128265 0.0601427 0.0598655 0.0635305 0.0769259 0.0672088 0.057818 0.14945 0.0726678 0.0330624 0.015678
threshold=0.16730000000000003 -0.097234999999999974 -0.077294999999999989 0.085075000000000026 -0.0090649999999999984 0.14566000000000004 0.13554000000000002 -0.074124999999999983 0.11524000000000002 -0.22295999999999996 0.25032500000000008 -1.0000000180025095e-35 -0.0021749999999999994 0.091045000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 -3 -5 6 8 -8 9 10 -4 -11 -6 -1
right_child=-2 2 5 4 12 -7 7 -9 -10 11 -12 -13 -14 -15
leaf_value=-0.0011490545589780831 -0.0045607201642186377 0.012437689626483436 0.0097016717848329766 -0.001615997165386526 0.0025556348175475923 0.006999366618889993 0.0017641234091845094 -0.0071582128501454382 0.007443523565911641 0.0025463742129231896 -0.00039021517384128557 0.00044734953024527389 0.0079636122335850247 -0.0052375220137881309
leaf_weight=55 64 53 79 55 73 54 55 54 53 696 87 1429 59 54
leaf_count=55 64 53 79 55 73 54 55 54 53 696 87 1429 59 54
internal_value=0 0.00158021 0.00177018 0.00511887 0.00303494 0.00144889 0.00132597 -0.00263963 0.00151114 0.00137312 0.00440173 0.00113569 0.00498645 -0.00319102
internal_weight=0 2856 2747 240 187 2507 2453 109 2344 2291 166 2125 132 109
internal_count=2920 2856 2747 240 187 2507 2453 109 2344 2291 166 2125 132 109
is_linear=0
shrinkage=0.16829


Tree=8608
num_leaves=18
num_cat=0
split_feature=403 403 4 402 133 148 48 457 2 403 13 4 2 1452 403 403 42
split_gain=0.0918158 0.0780315 0.10394 0.0963896 0.0868552 0.0853624 0.0908461 0.0741882 0.0709016 0.0864801 0.0745468 0.0643585 0.0617184 0.0586283 0.0589408 0.0558031 0.0286113
threshold=-0.53317999999999988 -0.071919999999999984 -0.088039999999999993 -0.095989999999999978 -0.0081099999999999974 -0.080629999999999993 -0.077984999999999985 0.11596500000000001 0.08784500000000002 -0.014869999999999998 0.066150000000000014 -0.074254999999999988 0.094905000000000017 0.087120000000000017 0.084925000000000014 -0.086284999999999987 -0.0070449999999999992
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 11 12 -7 8 9 -8 -11 15 -3 14 -10 -5 -6
right_child=1 5 3 4 16 6 7 -9 13 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=-0.0037533927699630923 0.010373144626727549 0.0016545170254665788 0.0070689365272568879 0.0023572355859422648 0.00030788643673885379 -0.0057011575064715801 -0.0048423138566021685 0.0069834586664504223 -0.00087100696766820545 0.001766184971881785 0.0074894274842287646 -0.00042920854976230517 0.0097878076490940952 0.0052276763736693694 0.0029104500137342643 0.0097987275580148601 -0.0044645192482104619
leaf_weight=102 53 55 99 61 70 60 52 56 948 854 70 74 52 55 133 55 71
leaf_count=102 53 55 99 61 70 60 52 56 948 854 70 74 52 55 133 55 71
internal_value=0 0.00138203 0.0033307 0.00245849 0.00107411 0.000978175 0.000754255 0.000933739 0.000772479 0.00182457 0.00220171 0.00342611 0.00562394 -0.00012985 -0.000404096 0.00590102 -0.0020825
internal_weight=0 2818 483 430 331 2335 2228 2168 2112 976 924 190 107 1136 1081 116 141
internal_count=2920 2818 483 430 331 2335 2228 2168 2112 976 924 190 107 1136 1081 116 141
is_linear=0
shrinkage=0.16829


Tree=8609
num_leaves=20
num_cat=0
split_feature=3 403 9 147 15 47 47 151 0 475 402 42 13 2 13 42 11 1 13
split_gain=0.106677 0.236716 0.09202 0.126665 0.109845 0.0882294 0.0887167 0.108015 0.146595 0.0908461 0.0759594 0.0976088 0.0944299 0.0737776 0.0711448 0.0655535 0.0502658 0.0289342 0.0260929
threshold=-0.090789999999999996 -0.10012499999999998 0.082325000000000023 0.093660000000000007 0.13954000000000003 0.11771000000000002 0.078345000000000012 -0.0035949999999999997 -0.079554999999999987 -0.074304999999999982 0.073745000000000019 -0.026374999999999999 0.056735000000000001 0.085280000000000009 -0.087144999999999986 -1.0000000180025095e-35 0.08235000000000002 0.12419000000000001 -0.087074999999999986
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 7 8 -2 -9 11 12 -3 -13 -15 -8 -16 -7 -17
right_child=2 10 -4 -5 -6 17 15 9 -10 -11 -12 13 -14 14 16 18 -18 -19 -20
leaf_value=0.011794784502034274 0.00160488357944888 0.0026167186979301998 -0.0054742758571887477 0.0083074357559268543 -0.0070258496014452389 -0.006936289147109238 0.0090270707202355447 0.004406588143631476 0.011045374997088036 -0.00049877319379958639 -0.0031400253297210368 0.008607917081010899 -0.0059939332431481291 -0.0025564014582702571 0.0075058508743499923 0.0055988517075574451 0.0012582700088454642 -0.0012718393428773889 0.0011846569249785003
leaf_weight=76 259 88 71 60 54 52 55 116 57 1364 77 84 61 54 78 53 70 52 139
leaf_count=76 259 88 71 60 54 52 55 116 57 1364 77 84 61 54 78 53 70 52 139
internal_value=0 0.00302655 0.000488566 0.000676606 0.00046777 0.000657082 0.000901209 0.0004888 0.00331344 -0.000113085 0.00172151 0.00258619 -0.00089639 0.00440682 0.00265094 0.00389267 0.00456305 -0.00412134 0.00241252
internal_weight=0 588 2332 2261 2201 2147 2043 1796 316 1480 512 435 149 286 202 247 148 104 192
internal_count=2920 588 2332 2261 2201 2147 2043 1796 316 1480 512 435 149 286 202 247 148 104 192
is_linear=0
shrinkage=0.16829


Tree=8610
num_leaves=13
num_cat=0
split_feature=121 49 0 0 1447 43 15 1374 0 52 474 16
split_gain=0.121382 0.214016 0.0704354 0.180651 0.0867877 0.137253 0.166698 0.0794003 0.0635577 0.0673543 0.0804516 0.0319488
threshold=-1.0000000180025095e-35 -0.15532499999999996 -0.20489499999999997 -0.23803499999999997 -0.079834999999999975 -0.022159999999999996 -0.062734999999999985 0.086000000000000007 -0.16199999999999995 -0.53896499999999992 0.10333000000000002 0.41580500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -4 8 -6 11 -11 -10
right_child=1 2 4 -5 7 -7 -8 -9 9 10 -12 -13
leaf_value=0.0081244968590892773 -0.0094040677165335637 0.0031875862250724811 -3.6661182172179523e-05 -0.0093677925846591247 0.0063326889528464584 0.0021452539413172162 -0.013118363833588631 0.0072010870487008351 0.001442468629890614 0.0004861346050095482 -0.0055203625144940732 0.006395127686992054
leaf_weight=55 65 61 54 69 55 87 57 54 73 2187 65 77
leaf_count=55 65 61 54 69 55 87 57 54 73 2187 65 77
internal_value=0 0.000142818 0.00036203 -0.0034626 0.00054623 -0.00284389 -0.00677048 0.000814267 0.000673166 0.000542829 0.00031197 0.00399681
internal_weight=0 2904 2839 130 2709 198 111 2511 2457 2402 2252 150
internal_count=2959 2904 2839 130 2709 198 111 2511 2457 2402 2252 150
is_linear=0
shrinkage=0.16829


Tree=8611
num_leaves=12
num_cat=0
split_feature=10 1452 15 0 0 51 149 124 39 1 13
split_gain=0.0869533 0.0811635 0.197963 0.0832062 0.145122 0.077617 0.0544346 0.0491126 0.082594 0.0624659 0.0371954
threshold=-0.16262499999999996 0.081315000000000012 -0.062734999999999985 -0.20489499999999997 -0.23089999999999997 0.14122000000000004 0.078320000000000015 -0.087424999999999989 0.084270000000000012 0.07665000000000001 -0.010655
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 6 7 -5 9 -9 -10
right_child=1 2 -4 5 -6 -7 -8 8 10 -11 -12
leaf_value=0.0062832559487954612 0.0008503880309406218 0.0030260160220324248 -0.010174254538171865 -0.0039998608607311774 -0.010634310937009485 0.0053050606997326567 -0.0043676048644439155 0.0010092965063563969 0.0055519972806116254 -0.00082232880645413773 0.00090347024643473565
leaf_weight=66 75 60 69 68 53 92 68 1323 129 876 80
leaf_count=66 75 60 69 68 53 92 68 1323 129 876 80
internal_value=0 0.000104459 -0.00402067 0.000297635 -0.00389096 0.000501708 0.000327296 0.00045696 0.000583564 0.000278828 0.00378125
internal_weight=0 2893 129 2764 128 2636 2544 2476 2408 2199 209
internal_count=2959 2893 129 2764 128 2636 2544 2476 2408 2199 209
is_linear=0
shrinkage=0.16829


Tree=8612
num_leaves=10
num_cat=0
split_feature=34 9 34 151 10 3 4 4 403
split_gain=0.111091 0.0903367 0.0999499 0.103156 0.103034 0.0737446 0.0724342 0.0887691 0.0859646
threshold=-0.08563999999999998 0.08542000000000001 -0.0079449999999999989 0.10280000000000002 -0.23313499999999995 0.31351000000000001 -0.086799999999999974 -0.084854999999999986 0.03138500000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 8 -8 -6
right_child=1 -3 3 -5 5 -7 7 -9 -10
leaf_value=0.0075599373514687223 -0.0072621576604358605 0.0059863586798501447 0.0073547246079298965 -0.0064253939821784355 0.0031426700419448488 -0.0055829228926979266 -0.005257817311102744 2.9754625647356293e-05 -0.0036123940137220913
leaf_weight=57 54 71 56 68 374 64 94 2059 62
leaf_count=57 54 71 56 68 374 64 94 2059 62
internal_value=0 5.69719e-05 -9.10994e-05 4.76981e-05 0.000210846 5.93742e-05 0.000199546 -0.000200266 0.00217797
internal_weight=0 2902 2831 2777 2709 2653 2589 2153 436
internal_count=2959 2902 2831 2777 2709 2653 2589 2153 436
is_linear=0
shrinkage=0.16829


Tree=8613
num_leaves=11
num_cat=0
split_feature=2 8 130 15 13 10 4 453 475 16
split_gain=0.112649 0.118338 0.0987069 0.115598 0.057782 0.116612 0.0584843 0.0557434 0.0622925 0.0471406
threshold=-0.084369999999999987 0.084980000000000014 -0.12279499999999997 0.15277000000000004 -0.18997999999999995 -0.0093599999999999985 0.018150000000000003 0.082930000000000018 0.036560000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -6 -4 8 9 -7
right_child=2 -3 3 -5 5 7 -8 -9 -10 -11
leaf_value=0.011177961947014911 0.006253385904116295 1.9377250270421225e-06 -1.800979818252741e-05 -0.0078288455347758357 -0.0075463477203491554 0.00013754943055044902 0.0069392954523972653 0.0046090307311281954 0.0043851120862605768 -0.0015258367066589814
leaf_weight=53 69 55 70 55 60 1706 66 71 82 672
leaf_count=53 69 55 70 55 60 1706 66 71 82 672
internal_value=0 0.0055031 -3.34761e-05 -0.000190051 -3.53272e-05 -0.000213458 0.00334512 -3.89146e-05 -0.000173793 -0.000331752
internal_weight=0 108 2851 2782 2727 2591 136 2531 2460 2378
internal_count=2959 108 2851 2782 2727 2591 136 2531 2460 2378
is_linear=0
shrinkage=0.16829


Tree=8614
num_leaves=23
num_cat=0
split_feature=1 3 4 10 124 4 47 4 3 14 3 3 16 16 3 4 4 402 4 40 51 16
split_gain=4.88948 1.28128 0.756455 0.382039 0.325726 0.324888 0.326587 0.311496 0.408795 0.2802 0.239617 0.205564 0.175991 0.161255 0.144364 0.118779 0.189075 0.0779147 0.0762983 0.0742665 0.0369139 0.0332934
threshold=0.10729000000000001 -0.036264999999999992 0.31392000000000003 -0.0093599999999999985 -0.080429999999999988 -0.033649999999999992 0.086165000000000005 -0.082199999999999981 0.088880000000000015 0.073890000000000011 -0.092109999999999984 0.28833000000000003 0.11015500000000002 -0.013049999999999997 0.12478500000000002 -0.4950449999999999 -0.12685999999999997 0.099440000000000014 -0.026469999999999997 -0.065259999999999999 -1.0000000180025095e-35 -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
left_child=2 5 4 -3 -1 -2 -7 9 10 15 21 14 13 -12 19 20 -17 -18 -14 -5 -6 -9
right_child=1 3 -4 11 7 6 -8 8 -10 -11 12 -13 18 -15 -16 16 17 -19 -20 -21 -22 -23
leaf_value=0.00055557795727184613 0.00083361570042916888 5.9245191239009335e-05 0.00035425191475206916 0.00042185865536135123 0.00094382662399364607 0.00040220357083236186 0.00070409935139699334 0.00066974443693573618 0.00046005443017480956 0.001033151106871174 0.00074823420144567835 0.00019782538963070584 0.00075465008666143285 0.00083487975630676706 0.00054042708894669496 0.00063020248318529338 0.00082585305665388783 0.00068891392339212446 0.00060924337621069571 0.0002741663294523255 0.00081902532736662689 0.00056603078825764462
leaf_weight=91 52 68 54 68 70 92 69 75 58 62 874 86 64 333 53 85 315 57 118 87 52 76
leaf_count=91 52 68 54 68 70 92 69 75 58 62 874 86 64 333 53 85 315 57 118 87 52 76
internal_value=0 0.000402441 0.000741596 0.000282774 0.000750558 0.000605653 0.000531806 0.000758467 0.000733607 0.000820386 0.000743887 0.000334354 0.000757571 0.000772168 0.000390634 0.000797543 0.000772537 0.000804965 0.000660569 0.000339188 0.000890921 0.000617778
internal_weight=0 575 2384 362 2330 213 161 2239 1598 641 1540 294 1389 1207 208 579 457 372 182 155 122 151
internal_count=2959 575 2384 362 2330 213 161 2239 1598 641 1540 294 1389 1207 208 579 457 372 182 155 122 151
is_linear=0
shrinkage=0.0032998


Tree=8615
num_leaves=31
num_cat=0
split_feature=1 52 2 1 2 457 40 14 3 52 3 42 3 1 2 2 1 3 1 15 1213 1 47 133 3 15 15 42 15 2
split_gain=10.9431 2.1901 1.20712 1.0783 0.959509 0.705693 0.480517 0.35234 0.326251 0.262004 0.250458 0.254624 0.239861 0.239739 0.228631 0.15623 0.135155 0.189066 0.120969 0.239674 0.122624 0.138419 0.0880012 0.0839245 0.0664014 0.060434 0.0583545 0.0343795 0.021519 0.0191115
threshold=0.10575500000000002 -0.40891499999999997 0.095850000000000005 0.12448500000000001 1.0000000180025095e-35 0.081330000000000013 -0.0099849999999999991 0.077140000000000014 -0.067549999999999985 0.12371000000000001 0.3148450000000001 0.086700000000000013 -0.016814999999999997 0.090795000000000015 0.123795 0.091235000000000024 0.077020000000000019 -0.092954999999999996 0.085410000000000014 0.087985000000000022 -0.011244999999999998 0.076160000000000019 0.078660000000000022 0.024055000000000003 -0.092109999999999984 -0.091074999999999975 0.10189000000000002 0.096160000000000009 0.089715000000000003 0.12068000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 8 12 -1 15 -3 10 11 -5 14 -14 16 18 17 -4 20 22 24 -22 -20 -17 -8 29 -19 -21 -25 -6
right_child=1 3 5 9 25 -7 7 -9 -10 -11 -12 -13 13 -15 -16 23 -18 26 19 27 21 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00060820680435274101 0.00093862158867584651 0.00082409440742799373 0.00061968474221267512 0.00031876323260525348 0.00029215727857490888 0.00036311690504112096 0.00076148161388552341 0.0011260238219231798 0.00047344846156115595 0.0003565808805281002 -6.1034968875854768e-05 4.6994369294182092e-05 0.00076268192118105491 0.00046154809962354899 0.00059204717399757444 0.00073856268783996186 0.00096185829099427393 0.00080393987939910035 0.00075062850135125157 0.00091316126366674242 0.00094437844810620107 0.0011238426197709478 0.0008806635319000023 0.00091998487356651209 0.00089987701752497105 0.00021447438047379188 0.00091608853119163442 0.001004168163188408 0.00082260709117696511 0.0003866239380087887
leaf_weight=60 66 67 56 73 52 52 53 80 52 56 69 78 67 52 53 93 68 226 160 135 631 53 96 65 180 74 73 88 60 52
leaf_count=60 66 67 56 73 52 52 53 80 52 56 69 78 67 52 53 93 68 226 160 135 631 53 96 65 180 74 73 88 60 52
internal_value=0 0.000369154 0.000855163 0.000303499 0.000441557 0.000733046 0.000900188 0.000910509 0.000671167 0.00015481 0.00010329 0.000178613 0.000765317 0.00063139 0.000798725 0.000899805 0.000824537 0.000798134 0.000912849 0.000869298 0.00093556 0.000958336 0.000799529 0.000816111 0.000868548 0.000287855 0.000831438 0.000949232 0.000873525 0.000339729
internal_weight=0 639 2401 573 297 647 1754 1694 119 276 220 151 595 119 476 1614 423 355 1396 479 917 684 256 218 233 178 299 223 125 104
internal_count=3040 639 2401 573 297 647 1754 1694 119 276 220 151 595 119 476 1614 423 355 1396 479 917 684 256 218 233 178 299 223 125 104
is_linear=0
shrinkage=0.0032998


Tree=8616
num_leaves=23
num_cat=0
split_feature=1 52 1 123 12 12 12 447 11 16 16 52 1 16 481 52 52 16 13 13 12 156
split_gain=11.2119 2.35975 1.56742 1.25369 0.79513 0.416876 0.402386 0.316303 0.424924 0.314586 0.329927 0.32545 0.234423 0.205762 0.184158 0.192228 0.169697 0.154526 0.0927384 0.0380325 0.0241145 0.00697488
threshold=0.10331000000000003 -0.24841999999999997 0.12448500000000001 0.081180000000000016 0.086085000000000009 0.099980000000000013 0.099680000000000005 0.083945000000000006 1.0000000180025095e-35 -0.40430999999999989 -0.50318999999999992 -0.065394999999999995 0.095435000000000006 0.026395000000000005 0.001825 0.11122500000000002 -0.080219999999999986 -1.0000000180025095e-35 -0.071964999999999987 0.070890000000000022 0.11296000000000002 0.10723500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 21 4 6 16 -6 7 8 12 10 -4 -11 14 -10 15 -1 -3 19 -18 20 -8 -2
right_child=1 2 9 -5 5 -7 17 -9 13 11 -12 -13 -14 -15 -16 -17 18 -19 -20 -21 -22 -23
leaf_value=0.001014505801033434 0.0009185811071771708 0.00028762439303811518 0.00030503881716700148 0.00056655248190027913 0.0009648466681687431 0.00056813643269775491 0.00093275334145354895 0.00074920084048205916 0.0010736744941545965 0.00013349123449582796 -4.1597368960987029e-05 0.00045360467369265258 0.00083524266048680103 0.0013637509335743632 0.0011944561627025541 0.00090681831612285358 0.00039946852037477755 0.00076535003212592717 0.00056525106331741903 0.00099320844628435429 0.0008351177116318573 0.00099282031710900718
leaf_weight=1411 52 54 52 81 65 53 81 53 59 56 70 92 94 52 57 215 61 100 101 70 59 52
leaf_count=1411 52 54 52 81 65 53 81 53 59 56 70 92 94 52 57 215 61 100 101 70 59 52
internal_value=0 0.000496678 0.000417524 0.00097091 0.000568733 0.000786962 0.000985445 0.0010032 0.00101031 0.000230343 0.00010586 0.000332719 0.000997826 0.00120988 0.00100689 0.00100029 0.000449352 0.000874162 0.000503044 0.00092581 0.000891859 0.000956039
internal_weight=0 708 604 2332 334 118 2251 1941 1888 270 122 148 1777 111 1683 1626 216 310 162 210 140 104
internal_count=3040 708 604 2332 334 118 2251 1941 1888 270 122 148 1777 111 1683 1626 216 310 162 210 140 104
is_linear=0
shrinkage=0.0032998


Tree=8617
num_leaves=30
num_cat=0
split_feature=12 0 43 14 3 15 2 1427 16 3 1211 0 151 52 43 15 0 0 2 3 12 403 403 15 2 42 133 130 133
split_gain=0.177076 0.181708 0.203892 0.202066 0.17052 0.1214 0.102847 0.10472 0.0941963 0.216778 0.0867974 0.0753741 0.115123 0.0871356 0.0645194 0.0636835 0.123902 0.0557755 0.0500267 0.0495334 0.0892537 0.0416821 0.0485494 0.0370016 0.0504373 0.0489059 0.0290983 0.0272873 0.0108614
threshold=0.083885000000000015 0.11160500000000002 -0.10761 -0.13131999999999996 -0.094004999999999991 -0.42443999999999993 0.091235000000000024 1.0000000180025095e-35 -0.067654999999999979 -0.10115999999999999 0.077725000000000016 -0.15445999999999996 -0.00016499999999999997 0.084705000000000016 -0.14239499999999997 -0.10328999999999998 -0.10298499999999998 -0.086554999999999979 0.092935000000000004 -0.085324999999999984 0.089625000000000024 -0.52445499999999989 -1.0000000180025095e-35 0.10189000000000002 0.11297 0.097140000000000018 0.085980000000000015 0.09567500000000001 0.085650000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 10 -10 14 12 -7 -13 -2 -8 -17 26 -18 28 -21 -16 -23 25 -25 27 -11 -20 -19
right_child=6 -3 3 4 5 11 15 -9 9 17 -12 13 -14 -15 21 16 18 19 23 20 -22 22 -24 24 -26 -27 -28 -29 -30
leaf_value=0.0084047035635761193 -0.00084466718800812178 -0.0097222177030770757 0.0073126338427636703 -0.010148026043379374 -0.0072760068704562364 -0.0013979303749442863 0.0051022560614457741 -0.0033571086963272794 0.015174903120678365 0.0034439125359862085 -0.0020772296419768331 0.00020678781880259368 0.0083197790385473088 -0.0062677894427675138 0.0086305469287949223 -0.006472882245712526 -0.002538342021925061 0.0043550848803063421 0.0029227838451502427 0.011481994895127809 0.004517691136443255 0.0014773856983592659 0.0049237316531897043 0.0080360251907847183 0.0012018709608134146 -0.002414711898876798 -0.0015187325413409376 -0.00098480137848226505 0.00091166651492547866
leaf_weight=84 87 52 88 56 67 65 101 58 60 92 94 398 73 69 52 64 82 52 245 82 147 191 301 59 65 86 52 63 55
leaf_count=84 87 52 88 56 67 65 101 58 60 92 94 398 73 69 52 64 82 52 245 82 147 191 301 59 65 86 52 63 55
internal_value=0 -4.78235e-05 0.000509145 -0.000301431 -0.00122428 -0.000477961 0.00271977 0.00361854 0.00393979 0.00562551 0.00268175 0.000271911 0.00372958 -0.000745994 0.00339354 0.00116306 0.000561174 0.0044281 0.00131447 0.00561792 0.0070193 0.00407464 0.00358947 0.00192784 0.00446809 0.00112381 0.00163937 0.00211767 0.00260189
internal_weight=0 952 900 816 728 672 2088 1323 1265 540 725 605 138 467 631 765 664 480 600 336 229 544 492 518 124 394 144 308 107
internal_count=3040 952 900 816 728 672 2088 1323 1265 540 725 605 138 467 631 765 664 480 600 336 229 544 492 518 124 394 144 308 107
is_linear=0
shrinkage=0.16829


Tree=8618
num_leaves=23
num_cat=0
split_feature=2 13 50 1212 403 15 47 1204 147 16 13 403 133 13 156 474 15 2 2 13 13 133
split_gain=0.1214 0.136152 0.0960183 0.109724 0.22495 0.0963736 0.0834102 0.0803674 0.0738401 0.0890536 0.0704408 0.0689709 0.0935628 0.106206 0.0556798 0.0550981 0.0485235 0.0607568 0.0761007 0.0423726 0.0356469 0.0385693
threshold=0.092155000000000015 0.24659500000000004 0.12170000000000002 0.040035000000000008 -0.10802999999999999 -0.38214499999999996 0.11646500000000001 -0.081919999999999979 0.089430000000000023 -0.11082499999999999 -0.09391999999999999 -0.5335399999999999 0.086100000000000024 0.091815000000000022 0.10779500000000002 0.084510000000000016 -0.034094999999999993 0.11891500000000001 0.10384 0.053700000000000005 -0.085064999999999988 -0.0081099999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 5 -5 -1 8 -7 9 16 -11 -9 13 -13 19 -14 17 18 -2 -12 -6 -22
right_child=1 -3 -4 4 20 7 -8 11 -10 10 14 12 15 -15 -16 -17 -18 -19 -20 -21 21 -23
leaf_value=-0.0028887349175854924 0.0051703881102164676 -0.0077176472785335194 -0.0043163908669890897 -0.0099886799566324697 -0.0011292982807494783 -0.0015412269629151154 -0.00516845319717544 0.0092185962149583557 -0.0041749084749229748 -0.0036811338845082042 0.0011408759205639232 0.003966685813600602 0.00014720869424259678 0.011547728547087766 0.0049413590372413899 0.0054276331393029774 0.008018710867741247 0.0060544720992259443 -0.0033013958652340918 -0.0026151832686112275 0.0064222072424906396 0.00087359791069001585
leaf_weight=70 52 58 58 56 69 84 66 64 73 103 445 870 283 56 90 70 64 89 71 105 68 76
leaf_count=70 52 58 58 56 69 84 66 64 73 103 445 870 283 56 90 70 64 89 71 105 68 76
internal_value=0 0.000236895 0.00240946 0.00263138 -0.000492147 0.00319385 0.000636861 0.00349348 0.000989377 0.0013611 0.000399548 0.00380972 0.00353767 0.00442709 0.00105909 0.00119941 0.00394313 0.00270429 0.000265565 0.000420544 0.00199616 0.00350625
internal_weight=0 1216 1824 1766 269 1497 1158 1427 1092 1019 743 1343 1279 926 640 353 276 212 123 550 213 144
internal_count=3040 1216 1824 1766 269 1497 1158 1427 1092 1019 743 1343 1279 926 640 353 276 212 123 550 213 144
is_linear=0
shrinkage=0.16829


Tree=8619
num_leaves=29
num_cat=0
split_feature=12 15 12 3 16 123 3 0 3 15 0 14 12 16 0 15 51 51 16 484 3 3 11 1427 16 133 16 0
split_gain=6.64643 1.79827 1.13544 0.948785 0.797152 0.640876 0.364236 0.298919 0.273434 0.28952 0.250866 0.185887 0.15857 0.146247 0.13684 0.133654 0.124332 0.130099 0.0990714 0.12062 0.0975541 0.0829578 0.194748 0.0537238 0.0534657 0.05241 0.0484179 0.0420446
threshold=0.056995000000000011 -0.26361999999999991 0.099680000000000005 0.28833000000000003 -0.35377499999999995 0.081180000000000016 0.10856000000000002 -0.042499999999999989 -0.0096849999999999974 -1.0000000180025095e-35 -0.094139999999999988 -0.41608999999999996 -0.082039999999999988 0.0077850000000000011 -0.062394999999999999 -0.095814999999999997 -0.44859999999999994 -0.13579499999999997 -0.16956499999999999 0.08618000000000002 -0.086424999999999988 -0.13117499999999996 0.08235000000000002 0.078535000000000008 -0.049824999999999994 0.08413000000000001 -0.073554999999999995 -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=1 11 16 5 -4 6 8 13 14 15 -7 -1 -13 24 -3 -10 -2 -18 25 21 -21 22 -20 -23 26 -19 27 -6
right_child=2 3 4 -5 7 10 -8 -9 9 -11 -12 12 -14 -15 -16 -17 17 18 19 20 -22 23 -24 -25 -26 -27 -28 -29
leaf_value=0.00054447970418933526 0.00088993499196421107 0.00090865766878684654 0.00050096540348016575 0.00040425853648048602 0.00094423240478064686 0.00076472812189859051 0.00067794331959164641 0.00071189148287476554 0.0010147864321682922 0.0011546582777396609 0.00049790114311291879 0.00019678694546571685 0.00042883953548047195 0.00084532979613726313 0.00066485386393228376 0.0007873997731031821 0.0012066964995874295 0.00091256191598797546 0.0013108798900438238 0.00086161143350201811 0.0010368285790445253 0.0010671049911348874 0.0010338281405174131 0.0009531034014952889 0.0011025484358003791 0.0010494873010231322 0.00089145746977498737 0.0010742691833340208
leaf_weight=52 52 52 57 76 58 72 84 64 55 79 85 67 63 90 52 63 65 87 52 59 98 1207 64 53 53 56 57 68
leaf_count=52 52 52 57 76 58 72 84 64 55 79 85 67 63 90 52 63 65 87 52 59 98 1207 64 53 53 56 57 68
internal_value=0 0.000665519 0.00101606 0.000750477 0.000866826 0.000798959 0.000871645 0.000920207 0.000925585 0.000998517 0.000620492 0.000376841 0.000309514 0.000960996 0.000787095 0.000893684 0.00105325 0.00105811 0.00105232 0.00106031 0.000971207 0.00107046 0.00115833 0.00106234 0.00100496 0.000966429 0.000976499 0.00101469
internal_weight=0 800 2240 618 447 542 385 390 301 197 157 182 130 326 104 118 1793 1741 1676 1533 157 1376 116 1260 236 143 183 126
internal_count=3040 800 2240 618 447 542 385 390 301 197 157 182 130 326 104 118 1793 1741 1676 1533 157 1376 116 1260 236 143 183 126
is_linear=0
shrinkage=0.0032998


Tree=8620
num_leaves=15
num_cat=0
split_feature=3 3 11 48 14 12 42 16 2 2 0 12 1456 13
split_gain=0.168656 0.113861 0.140629 0.127516 0.0852939 0.07862 0.124816 0.126684 0.183197 0.140185 0.0836616 0.0653803 0.0592364 0.0444748
threshold=0.35004500000000011 -0.15327499999999997 0.080705000000000013 -0.088899999999999993 0.018455000000000003 0.078120000000000009 -0.091604999999999978 -0.0043399999999999992 0.085155000000000022 0.086825000000000013 -0.018054999999999998 0.083785000000000012 -0.15322999999999998 0.096295000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -5 9 -9 -8 11 -7 -13 -4
right_child=-2 3 13 4 -6 10 7 8 -10 -11 -12 12 -14 -15
leaf_value=-0.0069762656274770327 -0.0055236311262994043 0.010636620375043386 0.0051572021818264988 -0.0063755264728116929 -0.003544609338659114 0.0077115266680122608 -0.0047310091307548909 0.013973262977500877 0.0022869880062613098 0.0023655677239133623 0.009062378670678781 -0.0025236734445854749 0.003116663775140418 -0.0013458102284892952
leaf_weight=76 74 59 67 56 60 86 116 52 143 246 71 54 1770 53
leaf_count=76 74 59 67 56 60 86 116 52 143 246 71 54 1770 53
internal_value=0 0.00260477 -0.00130608 0.00288797 0.00271504 0.00286052 0.00119046 0.00195436 0.00541254 8.65635e-05 0.00337639 0.00316409 0.0029487 0.00227007
internal_weight=0 2909 196 2713 2654 2594 613 557 195 362 1981 1910 1824 120
internal_count=2983 2909 196 2713 2654 2594 613 557 195 362 1981 1910 1824 120
is_linear=0
shrinkage=0.16829


Tree=8621
num_leaves=19
num_cat=0
split_feature=1446 1212 1212 132 457 148 51 16 10 47 16 13 16 43 1212 131 43 13
split_gain=0.0974302 0.0967204 0.136944 0.0817186 0.0917289 0.124587 0.113492 0.123014 0.105528 0.124357 0.0829474 0.0489679 0.047635 0.0437423 0.0426838 0.0305602 0.0230985 0.013734
threshold=0.11124000000000002 0.087800000000000017 0.091900000000000009 0.082230000000000011 0.062030000000000009 -0.077864999999999976 -0.085594999999999991 -0.008069999999999999 -0.085474999999999982 0.11719500000000001 -0.0096749999999999978 -0.050424999999999991 -0.073554999999999995 -0.082689999999999986 0.10273500000000001 0.084720000000000004 -0.062434999999999997 -0.06809999999999998
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 -7 -8 -10 12 -9 -6 15 -4 -5 -15 -16
right_child=-2 2 14 13 10 6 8 11 9 -11 -12 -13 -14 16 17 -17 -18 -19
leaf_value=0.0095808481767623698 -0.0051429964050417956 0.012425121237891914 -0.00067356141865169094 -0.0056738927438278151 -0.00077204173041446492 0.012383227277387878 -0.0057676098094364796 0.001214227094624726 0.0021751719241096916 -0.0061745311072882291 -0.0046421737232953744 0.0054935696545244592 0.0053731033438610774 0.0039294775793483434 0.006429989438089638 -0.00057707059747644663 -0.00093226950511147619 0.0027280203965852727
leaf_weight=68 53 59 58 67 92 54 52 134 1658 52 101 178 58 53 69 68 57 52
leaf_count=68 53 59 58 67 92 54 52 134 1658 52 101 178 58 53 69 68 57 52
internal_value=0 0.00212799 0.00538378 0.00183948 0.00213312 0.00248169 0.00225399 0.00495314 0.00169231 0.00192021 -0.000909352 0.00366141 0.0015921 -0.00108598 0.00305285 -0.00311991 0.00139388 0.00485391
internal_weight=0 2930 238 2692 2447 2196 2128 366 1762 1710 251 312 150 245 179 135 110 121
internal_count=2983 2930 238 2692 2447 2196 2128 366 1762 1710 251 312 150 245 179 135 110 121
is_linear=0
shrinkage=0.16829


Tree=8622
num_leaves=12
num_cat=0
split_feature=3 48 52 3 48 48 471 403 402 3 157
split_gain=0.102593 0.0804092 0.132539 0.0853224 0.0934339 0.0781184 0.068391 0.0773375 0.131234 0.0674187 0.0662052
threshold=0.35004500000000011 0.10971000000000002 -0.057374999999999995 -0.15288999999999997 -0.088899999999999993 0.10184000000000001 0.090455000000000021 -0.091109999999999983 0.050140000000000011 -0.23098999999999997 0.11933000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 9 -5 6 7 8 -6 -1 -9
right_child=-2 2 -4 4 5 -7 -8 10 -10 -11 -12
leaf_value=0.0010617360708683884 -0.0045190596831030461 0.012106205808211449 0.0017152787031818964 0.0084927017508101745 0.0024265737410646428 -0.0042814852749392535 0.0079039532791654182 0.0014919502402049403 0.010767105473441887 -0.0053587762858215773 -0.0045820803117457695
leaf_weight=101 74 56 93 59 269 60 52 2015 67 85 52
leaf_count=101 74 56 93 59 269 60 52 2015 67 85 52
internal_value=0 0.00181978 0.00563265 0.00161329 0.00186517 0.00170897 0.00185611 0.00172449 0.00409506 -0.00186271 0.00133828
internal_weight=0 2909 149 2760 2574 2515 2455 2403 336 186 2067
internal_count=2983 2909 149 2760 2574 2515 2455 2403 336 186 2067
is_linear=0
shrinkage=0.16829


Tree=8623
num_leaves=25
num_cat=0
split_feature=1 1 3 12 3 12 14 3 13 3 12 12 13 52 123 15 157 124 16 160 16 3 52 16
split_gain=4.40529 0.745506 0.626857 0.560986 0.433269 0.417496 0.297234 0.430797 0.356242 0.188756 0.186998 0.171891 0.179411 0.1428 0.12574 0.104277 0.0938171 0.0931351 0.105384 0.0754362 0.0766098 0.0725528 0.054489 0.0374813
threshold=0.11539500000000001 0.09518500000000002 0.31351000000000001 0.086385000000000003 -0.01223 0.090535000000000018 0.064610000000000015 -0.115685 0.084770000000000026 0.11878500000000002 0.10713500000000002 0.099980000000000013 -0.077869999999999981 0.11262000000000001 0.087855000000000016 -0.21242999999999998 0.090460000000000013 -0.074959999999999985 -0.084294999999999995 -0.54243999999999992 -0.052894999999999991 -0.073984999999999981 -0.060344999999999996 -0.082244999999999985
decision_type=2 2 2 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 -3 14 7 8 -1 22 -7 12 -5 16 15 -2 17 -9 -19 -15 23 -22 -6 -21
right_child=2 3 -4 11 9 10 -8 13 -10 -11 -12 -13 -14 19 -16 -17 -18 18 -20 20 21 -23 -24 -25
leaf_value=0.00031256114887251359 0.00025332974763762022 0.0002556013543126208 7.5849765326477416e-05 0.00090551689881474017 0.00070780718088750633 0.00065531578039066871 0.00090992259762187177 0.00060030728478304124 0.0006899138202827881 0.0003900509004706204 0.00040451848212097853 0.00054348542024646688 0.00066455494577900831 0.00076407300604586443 0.00019398545100338205 0.00045275050730850513 0.00059240742228884753 0.00069987465250968633 0.00076031654015723039 0.00063362717016435461 0.00065014233434208791 0.00047707904227165302 0.00055812651695666556 0.00075208595515691991
leaf_weight=54 53 78 88 55 55 68 83 56 56 53 64 61 93 56 82 65 54 485 1017 84 53 58 59 53
leaf_count=54 53 78 88 55 55 68 83 56 56 53 64 61 93 56 82 65 54 485 1017 84 53 58 59 53
internal_value=0 0.00068872 0.000323961 0.000567047 0.000459486 0.000389619 0.000714895 0.000706888 0.000504988 0.000554503 0.000533984 0.000692967 0.00075434 0.000718461 0.000294163 0.000363479 0.000731014 0.000735795 0.000740823 0.000651784 0.000626287 0.00056003 0.00063065 0.000679711
internal_weight=0 2563 420 454 245 332 2109 2026 110 167 132 209 148 1916 200 118 1612 1558 1502 304 248 111 114 137
internal_count=2983 2563 420 454 245 332 2109 2026 110 167 132 209 148 1916 200 118 1612 1558 1502 304 248 111 114 137
is_linear=0
shrinkage=0.0032998


Tree=8624
num_leaves=19
num_cat=0
split_feature=3 1446 3 1212 1212 15 1 484 13 133 484 13 3 43 1 1209 483 13
split_gain=0.0812319 0.0856579 0.213022 0.0733005 0.0944397 0.0606399 0.0809284 0.134278 0.105848 0.0852966 0.0627392 0.0648969 0.0773257 0.045776 0.042884 0.0319027 0.0239299 0.0179752
threshold=0.35004500000000011 0.087090000000000015 -0.082394999999999982 0.086030000000000009 0.091685000000000016 0.12173000000000002 0.094715000000000008 0.046035000000000006 -0.037164999999999997 0.087455000000000019 0.10282500000000001 0.18622000000000002 -0.10175499999999998 -1.0000000180025095e-35 0.10152500000000002 0.087660000000000016 0.090460000000000013 -0.06809999999999998
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 10 8 14 -10 11 12 -1 -7 -8 17 -4 -6
right_child=-2 2 16 4 15 13 7 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.002059732602450022 -0.0036118655739465718 -0.0099116374283086499 0.0051950387378259895 0.0096836415749141751 0.0061929934812648742 0.0026444840263432326 0.0079500461994474678 -0.0064202329452466731 0.00030488052499007474 -0.0068019175994545244 0.0069945499498512403 0.0070568163302940409 0.0023031180936974472 0.0092468449111385801 0.0025382716364222668 -0.00068085770216942925 0.00012317512244041005 0.0020227946749371744
leaf_weight=125 74 58 55 82 64 67 52 76 295 57 81 74 1390 55 216 53 52 57
leaf_count=125 74 58 55 82 64 67 52 76 295 57 81 74 1390 55 216 53 52 57
internal_value=0 0.00202606 -0.00169182 0.00225027 0.00496649 0.00197007 0.0017803 0.000252819 0.0010737 -0.000840832 0.00241582 0.00218129 0.00194196 0.00563568 0.00359502 0.00273313 0.002747 0.00424337
internal_weight=0 2909 165 2744 256 2488 2366 696 620 352 1670 1589 1515 122 268 174 107 121
internal_count=2983 2909 165 2744 256 2488 2366 696 620 352 1670 1589 1515 122 268 174 107 121
is_linear=0
shrinkage=0.16829


Tree=8625
num_leaves=18
num_cat=0
split_feature=14 1 484 3 157 51 51 14 474 475 133 1213 16 16 51 3 42
split_gain=0.132445 0.122476 0.106348 0.131998 0.082641 0.0759158 0.0858355 0.0727192 0.0721415 0.0949605 0.0822844 0.151911 0.0956264 0.0713193 0.05283 0.0252446 0.0188149
threshold=-0.13131999999999996 0.14195000000000002 0.073590000000000003 -0.086064999999999989 -0.081329999999999986 0.13058 0.10271500000000001 -0.44847999999999993 0.089165000000000008 -0.080654999999999991 -0.11930499999999998 -0.013134999999999999 0.51343500000000009 -0.0048749999999999991 0.16016500000000003 -0.068279999999999993 0.08542000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 4 -4 6 8 -1 10 -10 11 -2 -12 16 -7 -15 -5
right_child=1 -3 3 13 -6 14 -8 -9 9 -11 12 -13 -14 15 -16 -17 -18
leaf_value=0.0025236337534002371 0.011265311733136394 -0.0049064116799028548 -0.00083414347872972738 0.0019606573930011717 -0.0097383638891623287 0.010046715791056381 -0.0038213006273305041 0.011013472539220734 0.011129112444281263 0.0014252302040925332 0.00084363174610496792 0.001978026042701031 0.0058385443814181273 -0.0046770048254217581 0.0024041660403401484 0.00053969370871300446 0.0064293889900317461
leaf_weight=55 67 90 53 58 68 52 80 61 53 63 1732 198 116 52 52 52 52
leaf_count=55 67 90 53 58 68 52 80 61 53 63 1732 198 116 52 52 52 52
internal_value=0 0.00119807 0.00139866 -0.00140811 -0.00585302 0.00178907 0.00158769 0.00700361 0.00178263 0.00587439 0.00155715 0.00433291 0.00115814 0.00109674 0.00624272 -0.00205138 0.00408948
internal_weight=0 2838 2748 335 121 2413 2309 116 2229 116 2113 265 1848 214 104 104 110
internal_count=2954 2838 2748 335 121 2413 2309 116 2229 116 2113 265 1848 214 104 104 110
is_linear=0
shrinkage=0.16829


Tree=8626
num_leaves=31
num_cat=0
split_feature=2 12 15 2 2 39 12 0 16 0 2 0 133 2 0 156 157 1456 16 16 16 13 12 12 13 1447 16 13 130 12
split_gain=2.20102 1.19256 0.43303 0.440268 0.41968 0.393102 0.281152 0.271868 0.2604 0.257435 0.181297 0.164668 0.136173 0.121648 0.0789981 0.0781084 0.0886331 0.0777272 0.0775295 0.0753658 0.0723897 0.0568685 0.0573164 0.0557767 0.104634 0.0524475 0.0463641 0.0397582 0.0391048 0.0338763
threshold=0.12665000000000001 0.023990000000000004 -0.38214499999999996 0.10859000000000001 0.17730000000000004 0.0047850000000000011 0.096990000000000007 -0.10028499999999999 -0.23389999999999997 -0.084114999999999981 0.088300000000000003 -0.11991499999999998 -0.15057499999999999 0.093320000000000014 -0.062394999999999999 0.086860000000000007 -0.081329999999999986 0.055170000000000004 -0.066844999999999988 -0.08594499999999998 -0.018754999999999997 -0.070004999999999998 0.11619500000000001 0.088395000000000015 -0.083354999999999985 -0.085574999999999984 0.057265000000000003 -0.0096349999999999977 0.087755000000000014 0.106505
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 10 -7 -8 -2 12 -12 -3 20 -9 16 -14 23 27 -5 -4 -20 29 24 -13 -18 -11 -10 -25 -23
right_child=4 6 3 19 -6 7 8 14 18 26 11 17 15 -15 -16 -17 25 -19 21 -21 -22 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00030078779256529584 0.00025313281822864807 0.00085882158278770824 0.00067557928837151996 0.00045096173312531387 9.3801444397648717e-05 0.00065279001699123881 0.00038670902629102085 0.0002814305266271323 0.00076868841974782299 0.00043165615317136745 0.00048266739876329587 0.0006785754253086486 0.00085206517969627657 0.00059361903130689326 0.00046520247324259844 0.00062869938972898512 0.0006144603579637519 0.00078201675498004979 0.00050299197561080086 0.00027310653874834201 0.00082786593951530605 0.00062352539533370814 0.00053223172822702879 0.00069570498002331858 0.00048019845144765691 0.00072571792473356334 0.00056165853148138032 0.00065130342879309304 0.00059612592695747538 0.00073316787952535192
leaf_weight=89 79 83 79 53 63 60 52 53 59 67 56 71 61 100 52 103 54 66 54 54 67 103 55 295 52 718 61 86 57 52
leaf_count=89 79 83 79 53 63 60 52 53 59 67 56 71 61 100 52 103 54 66 54 54 67 103 55 295 52 718 61 86 57 52
internal_value=0 0.000643192 0.00051429 0.000550905 0.000330351 0.000600121 0.000680847 0.000474813 0.000608389 0.000402174 0.000701495 0.000655243 0.000728559 0.000684025 0.000372777 0.00071697 0.000727842 0.000673041 0.000636487 0.000361532 0.000745706 0.000601848 0.0006271 0.000657825 0.000594995 0.000717981 0.000493886 0.00069931 0.00067968 0.000660536
internal_weight=0 2684 607 518 270 411 2077 165 461 207 1616 597 1019 246 105 936 833 541 409 107 146 264 210 475 123 772 128 145 352 155
internal_count=2954 2684 607 518 270 411 2077 165 461 207 1616 597 1019 246 105 936 833 541 409 107 146 264 210 475 123 772 128 145 352 155
is_linear=0
shrinkage=0.0032998


Tree=8627
num_leaves=21
num_cat=0
split_feature=1 1 14 3 0 47 1 3 15 0 1 15 15 133 160 47 11 3 0 39
split_gain=10.5982 2.72852 1.14882 1.10712 0.957367 0.722278 0.576884 0.388089 0.380397 0.242027 0.273723 0.229316 0.310679 0.220636 0.309135 0.211044 0.158424 0.0887725 0.0551556 0.0636713
threshold=0.12381000000000002 0.10123500000000001 0.073890000000000011 -0.115685 0.10923000000000001 0.08593000000000002 0.14684500000000003 0.10265000000000001 -0.040119999999999996 -0.11991499999999998 0.085410000000000014 -0.074729999999999977 -0.43091499999999999 0.087720000000000006 -0.52850499999999989 0.11351000000000001 1.0000000180025095e-35 -0.073984999999999981 -0.06984499999999999 0.083645000000000011
decision_type=2 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 11 9 18 10 -5 12 -2 14 -11 -7 -1 -15 19 -3
right_child=6 4 -4 7 -6 15 -8 -9 -10 13 -12 -13 -14 17 -16 -17 -18 -19 -20 -21
leaf_value=0.00079193299491892922 0.0006821182912769997 0.00077468313906869023 0.0015624612374758567 0.0012286675839743594 0.0012919271045045528 0.0012002107270488191 0.00025269666734420443 0.00091596183481827871 0.00092866411816688421 0.0010068815405833477 0.00091686281911776814 0.00073961503781551667 0.00035818020042850039 0.0011832198194116183 0.0012548398724318299 0.00092464060806956357 0.0010280075232908935 0.0010719181947700873 0.00057401976067605453 0.000618552423319293
leaf_weight=79 57 70 90 60 64 63 87 52 95 59 66 64 76 475 1172 62 54 103 52 54
leaf_count=79 57 70 90 60 64 63 87 52 95 59 66 64 76 475 1172 62 54 103 52 54
internal_value=0 0.00114793 0.00119611 0.00118054 0.000916386 0.000855603 0.000477212 0.0012001 0.000759437 0.00120771 0.00106562 0.000576184 0.000497276 0.00121759 0.00124298 0.00106381 0.000888048 0.00116345 0.000667893 0.000706975
internal_weight=0 2670 2210 2120 460 396 284 1987 271 1935 126 197 133 1809 1231 125 133 578 176 124
internal_count=2954 2670 2210 2120 460 396 284 1987 271 1935 126 197 133 1809 1231 125 133 578 176 124
is_linear=0
shrinkage=0.0032998


Tree=8628
num_leaves=21
num_cat=0
split_feature=1 3 4 39 4 2 1 1 1 11 3 2 1456 43 0 0 2 0 13 1
split_gain=3.51485 0.691905 0.447519 0.406363 0.285621 0.263119 0.219226 0.218786 0.207055 0.187133 0.229786 0.190074 0.160753 0.155739 0.139752 0.123411 0.090392 0.0852305 0.0751591 0.051341
threshold=0.10575500000000002 -0.036264999999999992 0.41696500000000003 0.0047850000000000011 0.27020000000000005 0.11366500000000002 0.122715 0.086215000000000014 0.13654500000000003 1.0000000180025095e-35 -0.115685 0.088495000000000004 -0.063379999999999978 -0.079409999999999994 -0.052874999999999998 -0.11991499999999998 0.12068000000000001 -0.079794999999999991 -0.27740999999999993 0.11097000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 5 9 19 -5 13 10 -1 12 -12 -3 -7 -13 -15 -11 -10 -2
right_child=1 8 -4 7 -6 14 -8 -9 18 17 11 15 -14 16 -16 -17 -18 -19 -20 -21
leaf_value=0.00047493183434156144 0.00054841514982085691 0.00019883503152245637 0.00023975154989521594 0.0005985071537154969 0.00040749776883284222 0.00061169527507859054 0.00038016491263734536 0.00033853521476826979 8.5771563718156304e-05 0.00086010548981684171 0.00056758895420647442 0.0004666330016022126 0.00070487198988618575 0.00045247815297377517 0.00039993187775637617 0.00063340550622458306 0.00029334963100441602 0.00068990466168676481 0.00024148413160676109 0.00068082808328206383
leaf_weight=75 55 72 60 70 53 76 52 73 67 75 106 54 960 93 64 655 70 62 70 92
leaf_count=75 55 72 60 70 53 76 52 73 67 75 106 54 960 93 64 655 70 62 70 92
internal_value=0 0.000359455 0.000490573 0.000637323 0.000648542 0.000654532 0.00056602 0.000466041 0.000268071 0.000664335 0.000655503 0.000663113 0.000691254 0.000327666 0.000515141 0.000620753 0.000384357 0.000783337 0.00016559 0.000631525
internal_weight=0 631 259 2323 2180 2127 199 143 372 1987 1850 1775 1066 235 140 709 163 137 137 147
internal_count=2954 631 259 2323 2180 2127 199 143 372 1987 1850 1775 1066 235 140 709 163 137 137 147
is_linear=0
shrinkage=0.0032998


Tree=8629
num_leaves=16
num_cat=0
split_feature=484 14 1 4 4 1186 457 4 14 484 484 15 42 13 484
split_gain=0.0922078 0.106559 0.0997945 0.0834235 0.140821 0.115724 0.0918976 0.0912785 0.0626778 0.0728981 0.0572211 0.0555342 0.0500906 0.0991572 0.00902199
threshold=0.096490000000000006 -0.13131999999999996 0.14195000000000002 0.028075000000000006 0.055765000000000002 0.062030000000000009 0.096725000000000019 0.08920500000000002 0.073890000000000011 0.085560000000000011 0.11837000000000002 -0.080724999999999977 0.093705000000000024 -0.006154999999999999 0.24949000000000002
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 8 11 9 -3 -2 -6 13 -9 -12
right_child=10 2 -4 4 7 -7 -8 12 -10 -11 14 -13 -14 -15 -16
leaf_value=0.0085935249352168501 -0.0041251289944186278 0.0037725299716518776 -0.0030673563085239206 -0.0051423869366263152 0.002255838071435391 -0.0033244244244387006 0.010732248283116566 0.0047597520174867316 0.0085875436593454164 -0.0013169172079778545 0.0034228294175846193 0.009330371234717437 -0.0025841816465803002 -0.0015499215856115598 0.0003063753383766931
leaf_weight=101 78 1737 74 80 56 64 55 170 73 83 53 74 81 120 55
leaf_count=101 78 1737 74 80 56 64 55 170 73 83 53 74 81 120 55
internal_value=0 0.00321827 0.00301404 0.00318828 0.00140695 0.00370178 0.00393354 0.00245633 0.00373506 0.00353944 -0.000644657 0.0062967 0.00110581 0.00214266 0.00185238
internal_weight=0 2768 2667 2593 581 2012 1948 501 1893 1820 186 130 371 290 108
internal_count=2954 2768 2667 2593 581 2012 1948 501 1893 1820 186 130 371 290 108
is_linear=0
shrinkage=0.16829


Tree=8630
num_leaves=30
num_cat=0
split_feature=1 155 1 150 2 12 2 1 0 16 13 12 1 4 12 0 13 0 13 160 4 481 132 16 0 2 12 16 12
split_gain=5.68111 0.812039 0.5347 0.560969 0.431897 0.472196 0.383312 0.294307 0.367857 0.271729 0.231437 0.182692 0.158178 0.156057 0.150462 0.129272 0.12885 0.117046 0.11119 0.101868 0.0664209 0.0640847 0.0645232 0.0628917 0.0643552 0.0465637 0.0447165 0.0522412 0.0668704
threshold=0.10557500000000002 0.091145000000000018 0.085880000000000026 1.0000000180025095e-35 0.25063000000000007 -1.0000000180025095e-35 0.10615500000000001 1.0000000180025095e-35 -0.044434999999999995 -1.0000000180025095e-35 -0.0088749999999999992 1.0000000180025095e-35 0.11584000000000001 0.049545000000000006 0.085380000000000011 -0.087984999999999994 -0.09194999999999999 -0.05461499999999999 -0.090384999999999979 0.07827000000000002 0.27644500000000005 -0.085629999999999984 -0.083919999999999981 -0.43708999999999992 -0.080499999999999988 0.087605000000000002 0.088725000000000012 -0.084064999999999987 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 14 5 10 12 8 13 -9 17 20 -7 16 15 -4 -1 18 -2 -5 -8 -18 -23 -15 -25 26 -16 -28 -29
right_child=1 -3 3 19 -6 6 11 9 -10 -11 -12 -13 -14 23 25 -17 21 -19 -20 -21 -22 22 -24 24 -26 -27 27 28 -30
leaf_value=0.00096541649993928927 0.00041815138377021311 0.00083572351988030907 0.00076453761670049636 0.00059397486333251338 0.00013468690924110704 0.00080783555053137702 0.00057411619024050949 0.00085052348059204462 0.00060956982033638467 0.0011314525442185548 0.00013335709827158289 0.00027212638349617744 0.00056117522934871853 0.00082585221300762106 0.00085023875208648967 0.00056886551503941985 0.00093366892644429012 0.00050074923242280516 0.00020901801100518014 0.00039351848442267974 0.00042412781928152462 0.00090054337538763695 0.000813541637682701 0.00064764279989461845 0.00079036471798239576 0.00088912871522271188 0.00084558961261239993 0.0006890248354390028 0.00082166806322848268
leaf_weight=86 59 53 77 63 57 52 65 98 94 63 54 57 66 74 79 75 66 60 54 52 70 113 907 93 61 52 60 144 64
leaf_count=86 59 53 77 63 57 52 65 98 94 63 54 57 66 74 79 75 66 60 54 52 70 113 907 93 61 52 60 144 64
internal_value=0 0.000443724 0.000793527 0.000714181 0.000408689 0.000437707 0.000521625 0.000825436 0.000810839 0.000960671 0.000322951 0.000430147 0.000670172 0.000824328 0.00075806 0.000668221 0.000839929 0.000381927 0.000318523 0.00050364 0.000496605 0.00082996 0.000823215 0.000743976 0.000704404 0.000792196 0.000777568 0.000756016 0.000730008
internal_weight=0 647 2321 666 594 537 310 1655 1494 161 227 192 118 1400 551 152 1172 173 113 115 135 1086 1020 228 154 399 347 268 208
internal_count=2968 647 2321 666 594 537 310 1655 1494 161 227 192 118 1400 551 152 1172 173 113 115 135 1086 1020 228 154 399 347 268 208
is_linear=0
shrinkage=0.0032998


Tree=8631
num_leaves=26
num_cat=0
split_feature=1 3 4 4 3 1 1 480 1 3 4 16 12 14 3 12 3 3 42 42 4 13 42 4 133
split_gain=9.57402 1.51716 0.761249 0.684414 0.647552 0.448819 0.44704 0.383637 0.337623 0.310537 0.268327 0.224673 0.211056 0.187692 0.338472 0.270578 0.185554 0.13976 0.121095 0.11103 0.100666 0.0900746 0.0735111 0.0468376 0.0429728
threshold=0.10442000000000001 -0.053364999999999996 -0.15615999999999999 0.31392000000000003 -0.068279999999999993 0.13654500000000003 0.087225000000000011 -0.065749999999999989 1.0000000180025095e-35 0.040040000000000006 0.053330000000000009 0.014185000000000001 -1.0000000180025095e-35 0.077140000000000014 -0.15288999999999997 0.084065000000000015 -0.086424999999999988 0.13772500000000001 0.087745000000000004 0.09087000000000002 -0.0024899999999999996 -0.11210999999999999 0.084855000000000014 0.022635000000000006 0.087425000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 19 7 9 8 -1 11 24 13 23 -8 14 -9 16 -16 -11 -17 -2 -14 -7 -12 -6 -4
right_child=1 2 5 -5 6 21 12 10 -10 17 22 -13 20 -15 15 18 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0011521650420357819 0.00084619857926312059 0.00067341495369923992 0.00026803463266765741 0.00040118876795729636 0.0008890239125291723 0.00019157485836371392 0.00048715213608088807 0.00066237256415709901 0.0010172724240335501 0.00056325493683534922 0.00069264726166756415 0.0006013208413247511 0.0008219753986141113 0.0010750044981930262 0.00093932717102721594 0.00090959020460800615 0.0011819028638064613 0.00033662406783006751 0.00084217133018185165 0.00066007171846265019 0.0006211194619924179 2.0450032318275405e-05 0.00082965820905409407 0.00076559759463230728 0.00014190500040694805
leaf_weight=60 83 52 73 92 86 60 73 70 81 61 92 65 54 63 92 789 58 60 494 65 60 77 90 66 52
leaf_count=60 83 52 73 92 86 60 73 70 81 61 92 65 54 63 92 789 58 60 494 65 60 77 90 66 52
internal_value=0 0.000414746 0.00029839 0.000625496 0.00086197 0.000247381 0.000754428 0.000890799 0.000834148 0.000331737 0.000881807 0.00076563 0.0006272 0.000895872 0.00088834 0.000899353 0.00103336 0.000451167 0.000883659 0.000764692 0.000716571 9.56523e-05 0.000760594 0.000835663 0.000215847
internal_weight=0 675 435 240 2293 383 485 1808 298 246 1748 217 187 1566 1503 1433 150 121 1283 148 114 137 182 152 125
internal_count=2968 675 435 240 2293 383 485 1808 298 246 1748 217 187 1566 1503 1433 150 121 1283 148 114 137 182 152 125
is_linear=0
shrinkage=0.0032998


Tree=8632
num_leaves=31
num_cat=0
split_feature=1 52 1 14 1 2 52 2 150 123 52 2 3 1 15 2 3 1456 42 3 15 42 3 3 2 16 4 3 3 3
split_gain=12.7923 2.10485 1.55297 1.15894 0.827319 0.71957 0.615769 0.566938 0.477561 0.331083 0.279933 0.252934 0.353166 0.251211 0.204782 0.190005 0.12011 0.118746 0.112664 0.164967 0.110294 0.106615 0.141573 0.100179 0.0775969 0.0833673 0.0884289 0.0723355 0.0209169 0.00756534
threshold=0.10442000000000001 -0.40011499999999994 0.13662500000000002 0.064610000000000015 0.085720000000000005 -0.0098549999999999974 0.12484500000000003 0.097005000000000022 0.082085000000000019 0.081180000000000016 -0.013914999999999999 1.0000000180025095e-35 0.040040000000000006 0.078320000000000015 1.0000000180025095e-35 0.12665000000000001 -0.066789999999999974 0.056145000000000007 0.091465000000000005 -0.086424999999999988 -0.047859999999999993 0.088125000000000023 -0.076514999999999986 0.13772500000000001 0.099655000000000007 0.056515000000000003 0.053925000000000008 -0.078884999999999997 -0.088084999999999983 -0.080694999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 4 7 -6 9 13 16 11 -4 -3 -13 14 17 24 21 20 19 -16 -1 28 -23 -12 -9 26 -26 -27 -7 -20
right_child=1 2 10 -5 5 8 -8 15 -10 -11 23 12 -14 -15 18 -17 -18 -19 29 -21 -22 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.001047524177051753 0.0010277331046276695 0.00071873889043848934 0 0.0013828977868499057 0.00055357688285571742 0.0010275158009564634 0.00082997297577534041 0.00086704949005203438 0.00071522519318677061 0.00033475204033067739 0.00017112390794130926 0.00032442426869385397 0.00062225912611549728 0.001274400941600433 0.00108126612961456 0.00076688194086632004 0.00088202245298502774 0.0011431706379466228 0.00097967314026235156 0.0012048249251157706 0.00093448574994275469 0.00088771369970209449 0.001079067274796846 0.0003715579295514187 0.0011056690458195225 0.0010126435581637827 0.00094916883298080588 0.00083410053820799906 0.0011097541657705862 0.0010535250234628161
leaf_weight=242 76 76 61 96 57 82 72 65 85 102 52 79 98 76 264 58 101 81 52 230 169 121 69 59 107 53 70 54 99 62
leaf_count=242 76 76 61 96 57 82 72 65 85 102 52 79 98 76 264 58 101 81 52 230 169 121 69 59 107 53 70 54 99 62
internal_value=0 0.000510067 0.000444328 0.00102701 0.00101144 0.0009082 0.000551004 0.00105146 0.000944426 0.000494325 0.000179293 0.00055852 0.000489526 0.00108839 0.00107551 0.000944652 0.000985627 0.00102459 0.00111666 0.00113886 0.00100113 0.00101374 0.000957391 0.000277978 0.000974095 0.000998471 0.00104398 0.000922867 0.00107269 0.00102015
internal_weight=0 675 599 2293 2197 614 427 1583 557 355 172 253 177 1176 1100 407 472 492 608 494 411 371 190 111 349 284 177 107 181 114
internal_count=2968 675 599 2293 2197 614 427 1583 557 355 172 253 177 1176 1100 407 472 492 608 494 411 371 190 111 349 284 177 107 181 114
is_linear=0
shrinkage=0.0032998


Tree=8633
num_leaves=28
num_cat=0
split_feature=2 12 14 2 16 2 2 16 2 13 12 16 52 10 52 12 52 12 13 43 13 13 16 16 16 16 43
split_gain=6.91888 2.88799 1.26346 1.02284 0.876053 0.669388 0.493133 0.389288 0.358756 0.618593 0.295685 0.342519 0.24436 0.218094 0.170948 0.224982 0.153218 0.158861 0.135784 0.134397 0.124088 0.164126 0.11564 0.111181 0.0846281 0.0535668 0.0369535
threshold=0.11891500000000001 -1.0000000180025095e-35 0.064610000000000015 0.16730000000000003 -0.15105999999999997 -1.0000000180025095e-35 0.10384 0.25619500000000001 0.092320000000000013 -0.094359999999999986 0.092755000000000018 -0.071704999999999991 0.12484500000000003 -0.008564999999999998 -0.065394999999999995 0.081685000000000021 0.12514000000000003 0.078120000000000009 -0.15122999999999998 -0.0005399999999999999 0.0066400000000000009 0.090235000000000024 -0.014854999999999998 -0.0057949999999999989 0.12992000000000004 -0.081324999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 7 16 13 -7 12 10 -10 14 25 18 -1 15 -6 17 -3 -2 -20 22 -22 -11 -16 -13 -12 -19
right_child=3 2 -4 -5 8 6 -8 -9 9 20 11 24 -14 -15 23 -17 -18 26 19 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=0.00059164433881923255 0.00026921391614856708 0.00053744195534665827 0.0013255205091689214 0.00010348951108475535 0.00076867071554981791 0.00088662967299733115 0.00049773817472502325 0.00077811230463652778 0.00054575136530045116 0.00095251840370956617 0.00096853120098728466 0.00086115178157064706 0.00065699547405002109 0.00031784300142120831 0.0010249122819505911 0.00099513721365731829 0.00088721230631482188 0.00069478291584898022 0.00035535457072574151 0.00057015801354008428 0.0011511518536308082 0.00091963500684540741 0.00083012599033990939 0.0011571451860723759 0.00070859515252534838 0.001120680531651769 0.00082247976044143615
leaf_weight=55 54 52 97 79 65 103 55 55 52 176 61 119 58 77 784 200 61 54 62 68 56 91 177 81 65 53 58
leaf_count=55 54 52 97 79 65 103 55 55 52 176 61 119 58 77 784 200 61 54 62 68 56 91 177 81 65 53 58
internal_value=0 0.000916931 0.000956052 0.00043775 0.000939783 0.000606271 0.000751479 0.000526542 0.000962016 0.00088994 0.000989853 0.000896369 0.000469222 0.000432194 0.00101447 0.000939722 0.000743977 0.000690485 0.000409841 0.000467984 0.000925665 0.00100807 0.000891249 0.00103734 0.000807451 0.00103958 0.000761226
internal_weight=0 2592 2302 376 2205 290 158 297 1980 552 1428 298 242 132 1130 265 225 164 184 130 500 147 353 865 184 114 112
internal_count=2968 2592 2302 376 2205 290 158 297 1980 552 1428 298 242 132 1130 265 225 164 184 130 500 147 353 865 184 114 112
is_linear=0
shrinkage=0.0032998


Tree=8634
num_leaves=25
num_cat=0
split_feature=1 1 4 160 160 42 4 4 4 124 48 43 42 43 43 50 49 133 4 48 1 156 4 133
split_gain=0.303165 0.166278 0.112812 0.170598 0.0957063 0.0842871 0.117839 0.100905 0.0835399 0.0797483 0.0743645 0.0573258 0.0536955 0.0601158 0.0628153 0.0558859 0.0633009 0.0558525 0.0517239 0.049213 0.0530688 0.07541 0.0485813 0.0232211
threshold=0.085880000000000026 0.079225000000000004 -0.081244999999999998 -0.24206999999999998 -0.092894999999999991 -0.036704999999999995 -0.077584999999999987 -0.0087649999999999985 -0.17568999999999999 -0.080429999999999988 0.086665000000000006 -0.065749999999999989 0.11966500000000001 0.064420000000000019 0.22431000000000004 -0.088974999999999985 0.088805000000000009 0.11330000000000001 0.054720000000000012 0.083540000000000017 0.094775000000000012 0.088295000000000012 -0.075984999999999983 -0.46510999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 19 -4 -5 11 -7 10 -1 -9 -8 -6 13 15 -15 -10 17 -17 -18 20 -2 -22 -3 -16
right_child=2 22 3 4 5 6 7 9 12 -11 -12 -13 -14 14 23 16 18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.00095103428685531198 0.0081420791415507988 0.016716059487268987 0.0098312617997959578 -0.0043314611964375398 0.0030919774708917987 -0.0058253863466075457 0.0070968745507685943 -0.0037549300075481206 0.011717153767331647 0.0019859943338323082 0.00013117322090899287 0.010805951277160501 0.0015495227092915554 0.013824531160911398 0.0098067240751392205 0.0073554324415012673 0.0054481443140330602 0.0037862153839823718 -0.00015046023523802857 0.01073139553052199 -0.0014609799556107171 0.0071003965466109363 0.0097024055047970365 0.0047267315817114105
leaf_weight=76 99 55 86 63 58 53 170 82 56 413 59 53 56 69 52 820 137 149 70 61 58 58 61 54
leaf_count=76 99 55 86 63 58 53 170 82 56 413 59 53 56 69 52 820 137 149 70 61 58 58 61 54
internal_value=0 0.00688409 0.00345574 0.00264805 0.00199657 0.00244754 0.00182468 0.00238718 0.00641867 0.00103134 0.00531006 0.00679141 0.00670148 0.00690526 0.00984388 0.00648638 0.00623577 0.00680846 0.00354622 0.00648393 0.00527047 0.00280422 0.0130433 0.00723575
internal_weight=0 1655 1313 1037 951 888 777 724 1539 495 229 111 1463 1407 175 1232 1176 969 207 276 215 116 116 106
internal_count=2968 1655 1313 1037 951 888 777 724 1539 495 229 111 1463 1407 175 1232 1176 969 207 276 215 116 116 106
is_linear=0
shrinkage=0.16829


Tree=8635
num_leaves=18
num_cat=0
split_feature=3 3 15 41 4 1374 1455 16 4 15 3 4 399 4 4 51 3
split_gain=0.125391 0.204722 0.139015 0.215088 0.131052 0.0920253 0.0863024 0.0787887 0.179664 0.0696913 0.0637182 0.0609491 0.0832216 0.0614132 0.0570248 0.0346635 0.029795
threshold=-0.14186499999999996 -0.115685 0.039965000000000007 0.077915000000000012 0.26546000000000003 -0.033639999999999996 0.10684500000000001 -0.11082499999999999 0.42642000000000008 -0.52850999999999992 -0.0042999999999999991 0.064860000000000015 -0.065134999999999985 0.082475000000000007 0.020110000000000006 -0.045524999999999989 -0.063264999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 15 5 -3 11 8 10 -10 -6 12 -7 -13 -14 -1 -15
right_child=1 4 -4 -5 7 6 -8 -9 9 -11 -12 13 14 16 -16 -17 -18
leaf_value=0.0057580169403075986 -0.0058855426409793847 -0.0021663919224464475 0.01408615171404849 -0.0030387488059449444 0.0019745893547142889 0.011140037683702041 -0.0019050350647463834 -0.004448395163742869 0.003006412984745925 0.0117358001049794 -0.0056903594280732243 0.012643528738180036 0.004667281376581533 0.0036201716956479209 0.0010648726677207612 0.011460948172844427 0.0085191719412382391
leaf_weight=52 59 56 72 59 57 54 54 64 53 52 66 53 1819 78 135 78 67
leaf_count=52 59 56 72 59 57 54 54 64 53 52 66 53 1819 78 135 78 67
internal_value=0 0.00390484 0.0077781 0.00536553 0.00412702 0.00455076 0.004718 0.000759904 0.00222976 0.00734665 -0.0021237 0.00488094 0.00460095 0.00771141 0.00441931 0.0091936 0.00589624
internal_weight=0 2667 261 189 2608 2316 2260 292 228 105 123 2206 2008 198 1954 130 145
internal_count=2928 2667 261 189 2608 2316 2260 292 228 105 123 2206 2008 198 1954 130 145
is_linear=0
shrinkage=0.16829


Tree=8636
num_leaves=18
num_cat=0
split_feature=9 1420 1 4 2 2 133 1 1429 4 2 3 12 15 1454 1 1
split_gain=0.0993627 0.106161 0.0852386 0.16802 0.0988982 0.112297 0.0967911 0.106545 0.0921925 0.0884897 0.163449 0.0923259 0.0990658 0.113512 0.0883475 0.0792331 0.05088
threshold=0.091775000000000009 -0.052769999999999991 0.10075500000000003 -0.15366499999999997 1.0000000180025095e-35 0.11218000000000002 0.087455000000000019 0.11680000000000001 0.087515000000000009 -0.15504999999999997 0.096435000000000007 0.092005000000000017 0.083785000000000012 -0.0058149999999999999 0.083660000000000026 0.14602500000000004 0.13436000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 -4 6 -6 7 -5 9 10 -3 12 13 -11 -14 16 -7
right_child=-2 2 3 4 5 15 -8 -9 -10 11 -12 -13 14 -15 -16 -17 -18
leaf_value=0.0092680887383450941 0.010571824319778945 -0.0057697381764686339 0.0086781740019715187 0.0011782750610610793 -0.0071544408100963075 0.00029063414549310715 -0.0028467555826535156 0.0095865344792263069 -0.0025859823715721534 0.0049171250696299117 0.0054927473305086778 -0.0027360557977370863 0.0041556569395957855 0.012008919838856545 -0.0024102091989118514 0.0061558304854249235 -0.0056929385920424999
leaf_weight=85 56 72 82 89 72 176 55 83 63 192 74 52 1515 97 60 53 52
leaf_count=85 56 72 82 89 72 176 55 83 63 192 74 52 1515 97 60 53 52
internal_value=0 0.00339806 0.00321839 0.00154629 0.000534889 -0.00122364 0.00327743 0.00524619 0.00373845 0.00393255 -4.90497e-05 0.00423689 0.00443238 0.00730363 0.00390439 0.000289601 -0.00106616
internal_weight=0 2872 2787 662 580 353 227 172 2125 2062 146 1916 1864 289 1575 281 228
internal_count=2928 2872 2787 662 580 353 227 172 2125 2062 146 1916 1864 289 1575 281 228
is_linear=0
shrinkage=0.16829


Tree=8637
num_leaves=20
num_cat=0
split_feature=1456 2 4 3 50 10 3 13 150 15 49 128 13 3 4 2 2 3 3
split_gain=0.0923506 0.0895464 0.182783 0.228969 0.109053 0.100253 0.093601 0.0933367 0.0905879 0.137274 0.144055 0.0843519 0.0828422 0.0807158 0.0906303 0.112803 0.0700692 0.107823 0.212268
threshold=-0.15824499999999997 0.086545000000000025 -0.12685999999999997 -0.12077499999999998 0.10874500000000002 -0.00189 -0.059315 -0.0023899999999999993 0.083435000000000023 -0.090324999999999989 -0.07278999999999998 0.094050000000000009 -0.06809999999999998 -0.23936999999999997 0.31392000000000003 0.14346500000000004 0.087210000000000024 -0.13392999999999997 -0.10175499999999998
decision_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 -5 11 -8 13 -10 -11 -7 -6 -3 16 -16 -15 -18 -19
right_child=1 8 3 4 12 6 7 -9 9 10 -12 -13 -14 14 15 -17 17 18 -20
leaf_value=0.0087815337339299214 -0.0037580756496769065 0.0080360551487422428 0.014586605525870652 -0.0015014669528696819 0.0032366923069490896 0.0048915493978689949 0.005062501449798737 0.014556427614597398 -0.008088086326056787 0.0065370701529858912 -0.0030057538930144388 -0.00083964772998483203 -0.0060058217543275056 -0.0030365993723731571 -0.0050044577781881263 0.0043677048613071298 0.009606555530038979 -0.0074910456450957711 0.003145183631807897
leaf_weight=75 82 71 60 73 58 670 66 54 59 81 100 81 52 57 100 57 66 56 1010
leaf_count=75 82 71 60 73 58 670 66 54 59 81 100 81 52 57 100 57 66 56 1010
internal_value=0 0.00278697 0.00389829 0.00446347 0.0038855 0.00447022 0.00497278 0.00934974 0.00198376 -0.00103446 0.00125487 0.00427101 -0.00111616 0.00249623 0.00220267 -0.00159038 0.00270504 0.00299573 0.00258475
internal_weight=0 2853 1196 1114 1054 944 871 120 1657 240 181 751 110 1417 1346 157 1189 1132 1066
internal_count=2928 2853 1196 1114 1054 944 871 120 1657 240 181 751 110 1417 1346 157 1189 1132 1066
is_linear=0
shrinkage=0.16829


Tree=8638
num_leaves=19
num_cat=0
split_feature=1456 158 2 2 12 4 1210 52 52 3 403 2 51 48 34 15 12 15
split_gain=0.0638306 0.0664031 0.0821802 0.111222 0.139052 0.116146 0.0843398 0.0635508 0.104409 0.073325 0.0552352 0.055649 0.0539535 0.0657148 0.0528715 0.0455271 0.0313805 0.0229283
threshold=-0.15824499999999997 -0.45783499999999994 0.084045000000000022 0.072175000000000017 0.083865000000000009 -0.081664999999999988 -0.08019999999999998 -0.45635499999999996 -0.22495999999999997 -0.069049999999999986 -0.072664999999999993 -0.15154999999999999 0.11728000000000001 0.093225000000000016 -0.05547499999999999 -0.047859999999999993 0.088745000000000004 0.087985000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -5 17 -4 15 9 -9 -7 -12 13 -10 -13 -8 -17 -3
right_child=1 2 6 4 -6 10 7 8 12 -11 11 14 -14 -15 -16 16 -18 -19
leaf_value=0.0073036911830905828 -0.00316203859888552 -0.0045977232701253402 -0.0033395748400426328 0.01410813814144482 0.003640127292323905 0.0082915223987731473 0.0085369325475905099 0.00099442957383451334 0.0022487316449221724 -0.0078743089197184108 0.0084945918459841622 -0.0014059271420921011 0.0061519582402529182 -0.0012965521846818396 0.0034625439568868343 0.0056730359989291329 0 0.00023671221134433557
leaf_weight=75 61 53 85 62 87 71 68 53 1327 52 52 75 88 166 385 58 53 57
leaf_count=75 61 53 85 62 87 71 68 53 1327 52 52 75 88 166 385 58 53 57
internal_value=0 0.00231796 0.00243833 0.00382975 0.008008 0.0029288 0.00183659 0.00207347 0.00175175 -0.0033806 0.00387624 0.00326046 0.00209375 0.00185334 0.00266487 0.0050937 0.00296814 -0.00207627
internal_weight=0 2853 2792 842 149 693 1950 1865 1686 105 583 512 1581 1493 460 179 111 110
internal_count=2928 2853 2792 842 149 693 1950 1865 1686 105 583 512 1581 1493 460 179 111 110
is_linear=0
shrinkage=0.16829


Tree=8639
num_leaves=9
num_cat=0
split_feature=3 1209 121 123 481 52 1452 474
split_gain=0.05354 0.0556032 0.0552196 0.0658596 0.0481454 0.0640353 0.113665 0.0706323
threshold=-0.23098999999999997 -0.08342999999999999 -0.070209999999999981 0.098995000000000014 0.063455000000000011 0.5140450000000002 0.090425000000000019 0.10921000000000002
decision_type=2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4
right_child=1 2 3 -5 -6 -7 -8 -9
leaf_value=0.0059738043760585221 0.0068969235264490251 0.0071291778248526302 0.0015451496539301095 -0.0039670273415126495 0.0063389011096123323 -0.0026617422455981208 0.0094245102082657507 0.0077657008407638452
leaf_weight=95 62 54 2395 57 65 92 55 53
leaf_count=95 62 54 2395 57 65 92 55 53
internal_value=0 0.00190242 0.00179003 0.00168325 0.001805 0.00169074 0.00185144 0.00168056
internal_weight=0 2833 2771 2717 2660 2595 2503 2448
internal_count=2928 2833 2771 2717 2660 2595 2503 2448
is_linear=0
shrinkage=0.16829


Tree=8640
num_leaves=24
num_cat=0
split_feature=1 1 12 2 2 123 1 4 49 49 14 15 12 4 2 2 16 13 484 475 4 15 16
split_gain=7.26151 1.38445 1.12208 0.379699 0.372695 0.409423 0.369649 0.295456 0.28845 0.236055 0.243641 0.155232 0.173527 0.153139 0.151178 0.135632 0.0602286 0.142534 0.0575263 0.0539231 0.0497318 0.0405149 0.0173416
threshold=0.10575500000000002 0.12448500000000001 0.085075000000000026 0.13270000000000001 0.14744000000000002 0.089155000000000012 0.092845000000000025 0.40996000000000005 -0.042794999999999993 -0.087529999999999983 0.064610000000000015 0.083340000000000011 0.091625000000000012 0.022635000000000006 0.092935000000000004 0.10384 -0.026479999999999997 -0.071964999999999987 0.056385000000000005 -1.0000000180025095e-35 -0.0058699999999999994 0.084735000000000019 0.0030150000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 6 5 7 9 -3 -8 -1 11 12 15 -4 -14 -11 17 -2 21 -10 22 -13 -21
right_child=1 4 13 -5 -6 -7 8 -9 19 10 -12 18 14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0010076582726633674 0.00032598183626848581 0.0006041238261235871 0.00089226756900794783 0.00054267919088487736 9.504610655291349e-05 0.00012486091754637449 0.00054767208257396939 0.00028117812085209459 0.00068808622413445576 0.00084070778553192043 0.0010200166472518811 0.00091847551725842509 0.00056900363385050496 0.00067642152153788587 0.00076731667985596057 0.00067110228982263629 0.000322931962293004 0.00055496423450762851 0.00097192560525856712 0.00073715707474495285 0.00089240560854013243 0.00084455255209777986 0.00082296263064418173
leaf_weight=94 58 66 72 53 103 63 78 59 60 668 77 107 54 76 215 58 73 63 54 85 57 644 54
leaf_count=94 58 66 72 53 103 63 78 59 60 668 77 107 54 76 215 58 73 63 54 85 57 644 54
internal_value=0 0.000422582 0.000565017 0.000820761 0.000255063 0.000342545 0.00082714 0.000451975 0.00072488 0.00084445 0.000836258 0.000828378 0.000800323 0.000781666 0.000727638 0.000827207 0.000399558 0.000445495 0.00086301 0.000778736 0.000806306 0.000855132 0.000770745
internal_weight=0 633 342 2358 291 188 2305 125 334 1971 1877 1800 995 148 269 726 194 121 805 256 196 751 139
internal_count=2991 633 342 2358 291 188 2305 125 334 1971 1877 1800 995 148 269 726 194 121 805 256 196 751 139
is_linear=0
shrinkage=0.0032998


Tree=8641
num_leaves=16
num_cat=0
split_feature=1 41 1 457 52 3 376 13 1375 1212 1213 43 39 4 403
split_gain=0.183213 0.107674 0.149006 0.101887 0.0940197 0.0935657 0.0857315 0.0808999 0.0608251 0.0545436 0.122978 0.0679712 0.0827205 0.0566575 0.0533481
threshold=0.12019000000000001 0.080510000000000012 0.085550000000000015 -0.091174999999999992 -0.077644999999999978 -0.024819999999999998 0.084435000000000024 -0.11279499999999999 -0.10702499999999998 0.023465000000000003 0.042570000000000004 -0.085594999999999991 0.0047850000000000011 -0.080114999999999978 0.081495000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 -6 8 -7 -5 11 13 14 -13 -11 -10
right_child=4 2 -4 6 5 7 -8 -9 9 10 -12 12 -14 -15 -16
leaf_value=0.0089479019176856613 -0.0068737604525080948 0.0016081796743975232 0.014152050758171112 -0.0031903842018935441 0.0047490419109838776 0.0015800854830181077 0.0087483964834599772 -0.0054934570987020424 0.0052958901649968913 -0.0037201081917424481 0.0057020304242142777 0.002347768754938917 -0.0034054440521834599 0.0015126315588947349 0.00042165991462679635
leaf_weight=67 72 54 54 59 81 87 57 96 365 149 87 1515 74 96 78
leaf_count=67 72 54 54 59 81 87 57 96 365 149 87 1515 74 96 78
internal_value=0 0.00268464 0.00789675 0.00246293 -0.00148317 -6.20785e-06 0.002287 -0.00212081 0.00213426 0.00226791 0.000262028 0.00259476 0.00207871 -0.0016624 0.00444173
internal_weight=0 2655 108 2547 336 264 2480 183 2423 2364 332 2032 1589 245 443
internal_count=2991 2655 108 2547 336 264 2480 183 2423 2364 332 2032 1589 245 443
is_linear=0
shrinkage=0.16829


Tree=8642
num_leaves=22
num_cat=0
split_feature=15 40 13 15 13 42 457 11 15 159 48 47 49 130 15 52 151 13 13 13 15
split_gain=5.0822 1.67052 0.956797 0.623367 0.625063 0.465589 0.434844 0.386951 0.376108 0.507346 0.272791 0.229546 0.170107 0.160269 0.159957 0.129574 0.080468 0.0799721 0.0796931 0.128118 0.108987
threshold=-0.26361999999999991 -0.034699999999999988 -0.27740999999999993 0.025430000000000005 -0.079199999999999979 -0.0047199999999999994 0.092565000000000022 1.0000000180025095e-35 -0.43091499999999999 0.10575500000000002 0.092825000000000005 0.11896000000000002 -0.0086549999999999978 -1.0000000180025095e-35 -0.14585999999999996 0.28122000000000008 -0.085764999999999994 -0.083849999999999994 -0.08458499999999998 -0.08176499999999999 0.085915000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 5 -3 4 14 -2 11 15 9 -1 12 13 -7 -6 -4 18 -16 -18 20 -20 -5
right_child=1 2 3 7 6 10 -8 -9 -10 -11 -12 -13 -14 -15 16 -17 17 -19 19 -21 -22
leaf_value=0.00054650945827589177 0.00080197267470553805 0.00050254624419050244 0.0010481959384203267 0.00072240207493670238 0.00061946097593798034 0.0004293412995436333 0.00044800052723819298 0.0011495172023853139 8.433835122254957e-05 0.0001651456681582032 0.00025637598887492285 0.00056932161165336957 0.00068344007324121138 0.00079307182150384445 0.00077408440800417273 0.00077220138826300175 0.00091896123600325864 0.00081057234585930524 0.0010666381440751624 0.0009026435293615642 0.00089155200354110382
leaf_weight=87 55 93 60 63 66 67 53 66 68 68 54 65 52 627 93 101 262 114 59 677 141
leaf_count=87 55 93 60 63 66 67 53 66 68 68 54 65 52 627 93 101 262 114 59 677 141
internal_value=0 0.000807686 0.000831999 0.000844506 0.000796412 0.000536681 0.000738589 0.00090269 0.000289604 0.000379429 0.000452136 0.000758861 0.000540672 0.000776588 0.000884991 0.000887007 0.000864037 0.000886192 0.000899306 0.000915838 0.000839487
internal_weight=0 2768 2540 2447 1340 228 811 1107 223 155 173 758 119 693 529 1041 469 376 940 736 204
internal_count=2991 2768 2540 2447 1340 228 811 1107 223 155 173 758 119 693 529 1041 469 376 940 736 204
is_linear=0
shrinkage=0.0032998


Tree=8643
num_leaves=32
num_cat=0
split_feature=1 3 10 0 1 3 15 16 13 150 16 12 1 3 16 15 0 42 15 50 12 16 16 3 15 13 3 0 1447 3 16
split_gain=4.05359 1.22612 0.36454 0.246482 0.194627 0.240072 0.186808 0.431709 0.161731 0.140577 0.127899 0.127751 0.116524 0.1084 0.155426 0.225218 0.16766 0.10259 0.0960767 0.0894521 0.0948586 0.0713669 0.0624148 0.0623554 0.0601642 0.0599553 0.0535398 0.045587 0.0606233 0.0258455 0.023299
threshold=0.10575500000000002 -0.062694999999999987 -0.088499999999999981 -0.076204999999999981 0.092845000000000025 -0.09738999999999999 0.025430000000000005 0.067035000000000011 -0.082419999999999979 0.082085000000000019 -0.094174999999999995 0.092235000000000025 0.11869500000000001 0.28833000000000003 -0.026479999999999997 -0.13843999999999998 -0.070134999999999989 0.086510000000000017 -1.0000000180025095e-35 0.081580000000000014 0.085655000000000023 0.11702000000000001 0.41068500000000002 -0.072274999999999992 0.08375500000000001 -0.039559999999999991 -0.080884999999999985 -0.14259999999999998 -0.086059999999999984 -0.076514999999999986 0.27450000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 12 -3 4 5 8 7 -5 -1 23 19 -8 17 14 15 -4 -16 -2 22 20 -7 27 -9 -6 -10 29 -22 -12 -29 -13 -20
right_child=1 2 13 6 9 10 11 18 24 -11 21 25 -14 -15 16 -17 -18 -19 30 -21 26 -23 -24 -25 -26 -27 -28 28 -30 -31 -32
leaf_value=0.0011371044593172306 0.00070273112478519233 0.00018114267373652371 0.00045927937891511325 0.00054164392205596171 0.00087808806078302343 0.00066420254635415313 0.00099138479006714484 0.00064370869902063076 0.00083492101300830979 0.00060450754848638663 0.00097529138983102324 0.00080339401645047632 0.00064237566241581105 0.00037551656344073374 0.00027204310260720227 0.00071511896750395211 0.00052719883322091326 0.00089462744314680359 0.00092450766526348132 0.00090757953760101692 0.00088367903419403189 0.00076204496754289251 0.00079605884616674679 0.00072831866855820016 0.00098919449484726201 0.00073524127233072674 0.00074855442443599949 0.00097329793354380164 0.00086182112485532533 0.00090376870811901622 0.00082015012134218962
leaf_weight=53 60 55 85 101 71 82 52 52 59 53 52 72 82 99 52 69 63 68 55 56 63 71 80 61 62 87 79 62 910 64 61
leaf_count=53 60 55 85 101 71 82 52 52 59 53 52 72 82 99 52 69 63 68 55 56 63 71 80 61 62 87 79 62 910 64 61
internal_value=0 0.000535286 0.000432759 0.000832869 0.000853313 0.000865544 0.000776003 0.000724589 0.000982341 0.000750708 0.000850738 0.000841125 0.000741637 0.000470268 0.000505009 0.000574138 0.00041213 0.000804951 0.000798953 0.000786437 0.000755994 0.000867149 0.000736309 0.000809143 0.000914261 0.000805928 0.000808752 0.000874402 0.000868968 0.000850888 0.000869934
internal_weight=0 633 423 2358 1734 1549 624 349 174 185 1375 275 210 368 269 154 115 128 248 280 224 1095 132 132 121 223 142 1024 972 136 116
internal_count=2991 633 423 2358 1734 1549 624 349 174 185 1375 275 210 368 269 154 115 128 248 280 224 1095 132 132 121 223 142 1024 972 136 116
is_linear=0
shrinkage=0.0032998


Tree=8644
num_leaves=16
num_cat=0
split_feature=2 49 151 41 16 13 155 16 48 49 13 156 157 2 16
split_gain=0.165025 0.110426 0.118973 0.0836157 0.0892423 0.0865321 0.094753 0.0684687 0.0672814 0.0686298 0.0930663 0.0959041 0.0335088 0.0243014 0.018719
threshold=0.31115000000000004 -0.087529999999999983 0.025200000000000004 0.085175000000000015 0.25032500000000008 0.032645000000000007 0.11140500000000002 0.51381500000000013 0.12933000000000003 -0.081404999999999991 0.11466000000000001 0.088735000000000022 -0.027089999999999996 0.095785000000000023 0.41221000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 7 -7 12 9 -3 11 -11 -6 -12 -14
right_child=-2 3 -4 -5 5 6 -8 -9 -10 10 13 -13 14 -15 -16
leaf_value=0.0037276792391960924 -0.0063467268098174904 -0.0025970525375007551 0.012988524097189614 0.0076683817725662446 0.0030782227126885144 -0.0088560342334696052 0.0012298599898489587 0.0059997261030119414 -0.0022923696125385991 0.0034535257070893101 0.0058383285935954023 -0.0013477508532348853 0.0005296734777154754 0.010369626918382707 -0.0037977155179695164
leaf_weight=99 52 54 66 103 68 52 53 82 62 1913 95 125 55 55 57
leaf_count=99 52 54 66 103 68 52 53 82 62 1913 95 125 55 55 57
internal_value=0 0.00320608 0.00744291 0.00295342 0.00277093 0.000328132 -0.00374795 0.00196853 0.00315926 0.00331082 0.00345745 0.00315816 0.000122119 0.00751178 -0.00165662
internal_weight=0 2939 165 2774 2671 367 105 262 2304 2242 2188 2038 180 150 112
internal_count=2991 2939 165 2774 2671 367 105 262 2304 2242 2188 2038 180 150 112
is_linear=0
shrinkage=0.16829


Tree=8645
num_leaves=14
num_cat=0
split_feature=15 40 13 147 48 13 49 15 14 13 13 132 15
split_gain=4.16739 2.27213 0.891209 0.717267 0.532843 0.389634 0.385645 0.370491 0.30554 0.286627 0.273424 0.170823 0.147595
threshold=-0.26361999999999991 -0.034699999999999988 -0.17030499999999998 0.089245000000000005 0.12737000000000001 -1.0000000180025095e-35 -0.0086549999999999978 -0.084904999999999994 0.073890000000000011 0.25472500000000003 -0.42246499999999992 0.080815000000000012 -0.46772999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 10 4 8 12 7 -2 9 11 -3 -4 -1
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.00037616922716037258 0.00059475043690795796 0.00077247185598383703 0.00093864695114088633 0.0005945293261086042 0.0006021037106655404 0.00056497329392815392 0.00068197879111361599 0.00020135498514834238 0.0011403355021679131 0.00069915720675658381 0.00043485392653136836 0.00083095319072604384 0.00014893335842937802
leaf_weight=80 52 52 1891 76 56 95 103 53 74 62 54 182 52
leaf_count=80 52 52 1891 76 56 95 103 53 74 62 54 182 52
internal_value=0 0.000869565 0.000897731 0.00091116 0.000921769 0.000403441 0.000538044 0.000396515 0.000929857 0.000922545 0.00060081 0.000929209 0.000286919
internal_weight=0 2655 2447 2341 2265 227 208 105 2209 2135 106 2073 132
internal_count=2882 2655 2447 2341 2265 227 208 105 2209 2135 106 2073 132
is_linear=0
shrinkage=0.0032998


Tree=8646
num_leaves=17
num_cat=0
split_feature=1 1213 1212 160 13 50 15 448 16 15 12 160 1213 13 15 39
split_gain=0.236034 0.107005 0.173292 0.103152 0.0958584 0.0727832 0.0744521 0.0815462 0.120672 0.0677736 0.0619101 0.0597621 0.0549129 0.0680564 0.0514551 0.0292154
threshold=0.12313000000000002 -0.086979999999999988 0.083290000000000017 0.31770000000000004 -0.48634999999999995 -0.10146999999999999 -0.086819999999999994 -0.06977499999999999 -0.5152199999999999 0.089955000000000021 0.106505 -1.0000000180025095e-35 0.081410000000000024 -0.0012399999999999998 0.087670000000000012 0.088850000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 14 5 -2 -3 10 -8 -9 -10 12 -6 13 -7 -1 -13
right_child=4 3 -4 -5 11 6 7 8 9 -11 -12 15 -14 -15 -16 -17
leaf_value=0.0018752531346748367 0.0052029261709734074 0.0091779727365823103 0.015869790148314668 -0.00252173521778375 0.0021212981283427849 0.0052112831433417757 -0.002572941851516995 0.01139213903361928 0.0024272766816971808 0.0049348591777032963 -0.00014379650725770542 -0.0062148516220846065 0.00063700636476333485 0.0096285757840703177 0.0085643984931829467 -0.0017426548324930792
leaf_weight=80 55 73 55 72 56 385 67 52 1093 427 53 93 53 135 56 77
leaf_count=80 55 73 55 72 56 385 67 52 1093 427 53 93 53 135 56 77
internal_value=0 0.00404237 0.00788512 0.00373708 -0.00108689 0.00393059 0.00376068 0.00316168 0.00340724 0.00313289 0.0053261 -0.00262554 0.00583518 0.00636154 0.00464282 -0.00419978
internal_weight=0 2601 191 2410 281 2338 2265 1639 1572 1520 626 226 573 520 136 170
internal_count=2882 2601 191 2410 281 2338 2265 1639 1572 1520 626 226 573 520 136 170
is_linear=0
shrinkage=0.16829


Tree=8647
num_leaves=27
num_cat=0
split_feature=1 3 124 2 49 10 1 3 34 4 2 3 150 15 52 16 49 3 3 3 4 13 1 52 16 4
split_gain=15.2186 2.52007 1.59357 0.987839 0.884051 0.845361 0.628565 0.376726 0.325929 0.305593 0.208412 0.19216 0.179911 0.154049 0.145 0.147745 0.110135 0.100729 0.130709 0.104126 0.121491 0.111885 0.097978 0.0849351 0.0783761 0.0304416
threshold=0.10921500000000002 -0.049204999999999992 -0.080429999999999988 0.099965000000000012 -0.013914999999999999 -0.088499999999999981 0.12288500000000001 -0.15624499999999999 -0.023104999999999997 0.061295000000000009 0.14132000000000003 -0.15327499999999997 0.10784500000000001 -0.19153499999999998 0.089455000000000021 0.26538000000000006 -0.0019649999999999997 -0.080349999999999991 -0.081134999999999985 -0.023409999999999997 -9.4999999999999992e-05 -0.057284999999999996 0.09518500000000002 0.11916 -0.06533499999999999 0.036605000000000006
decision_type=2 2 2 2 2 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 22 7 -5 -3 9 -4 -7 -2 13 -6 17 -10 15 -13 -15 18 23 21 -21 -19 -1 -9 -16 -17
right_child=1 5 3 4 11 8 -8 12 10 -11 -12 14 -14 16 24 25 -18 19 -20 20 -22 -23 -24 -25 -26 -27
leaf_value=0.00056887593761831723 0.00083889215685748939 -0.00031379269759464971 0.0011679258852656626 0.000400531937763989 0.00095533870146899055 -7.7778674365343027e-05 0.00027767563973450795 0.00092471748834278822 0.00013012467511771815 0.00050039572468291551 2.6050323910472642e-05 0.00061829403759126259 0.00073458722769997821 0.00021588068044017624 0.0009557888312010552 0.00085786104884035084 0.00042617444128991973 0.00087352250408421464 0.0010585302093981332 0.00086042633433810209 0.0010440336010819474 0.00074391857636703384 0.0003677914205889703 0.00080297495370151818 0.00077694169771487629 0.00073747573494060037
leaf_weight=52 68 52 60 72 72 59 60 916 71 52 60 100 71 52 53 53 59 308 79 93 74 101 57 72 62 54
leaf_count=52 68 52 60 72 72 59 60 916 71 52 60 100 71 52 53 53 59 308 79 93 74 101 57 72 62 54
internal_value=0 0.000236646 0.000854357 0.000873334 0.000737727 7.45072e-05 0.000554424 0.000908935 0.000141706 0.000692504 0.000195362 0.000799258 0.000899849 0.000250986 0.000764248 0.000711064 0.000327976 0.000906969 0.000926476 0.000870772 0.000941996 0.000841604 0.000464045 0.000915881 0.000859673 0.000797435
internal_weight=0 533 2349 2240 466 353 180 1774 301 120 242 394 1714 182 322 207 111 1643 1067 576 167 409 109 988 115 107
internal_count=2882 533 2349 2240 466 353 180 1774 301 120 242 394 1714 182 322 207 111 1643 1067 576 167 409 109 988 115 107
is_linear=0
shrinkage=0.0032998


Tree=8648
num_leaves=24
num_cat=0
split_feature=4 3 151 123 3 3 0 0 0 0 12 3 3 12 156 4 3 15 0 133 133 133 133
split_gain=4.76466 1.67969 0.664524 0.449556 0.334198 0.319049 0.270512 0.225612 0.209735 0.206414 0.17917 0.173431 0.116814 0.111966 0.095974 0.175362 0.0883496 0.0785594 0.0734708 0.0586712 0.0390567 0.100401 0.0563931
threshold=0.31392000000000003 -0.069049999999999986 0.015440000000000001 0.081180000000000016 0.17351000000000003 -0.014254999999999999 -0.14920999999999998 0.040570000000000002 -0.10594499999999998 -0.105195 -0.089399999999999993 -0.021559999999999996 -0.049204999999999992 0.084065000000000015 0.08759500000000002 -0.005814999999999999 -0.24156999999999998 -0.19153499999999998 -0.061204999999999989 0.085785000000000014 0.088660000000000003 0.12086500000000001 0.087425000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 5 12 -1 9 17 -8 -5 -10 18 19 15 -7 -9 -2 -3 -11 22 -22 -15
right_child=8 2 -4 10 -6 14 7 16 11 13 -12 -13 -14 20 -16 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.0010133258349786908 0.00047932545392180017 0.0007085600804095525 0.00025116535819855792 0.00059346241594482622 0.00042918792237994172 0.00059990933388672668 0.00064231975265021486 0.00072848924198284795 0.00034792380286316065 0.00082551961521949691 0.00034130002905241624 0.00014017664737214989 0.00046756029390485342 0.00079603207343889875 0.00088639939486965104 0.00081453798083938437 0.00054801836663516564 0.00031899537076499843 0.00054868205947980486 0.00096176801471369456 0.00069921675580031123 0.00080478694942051848 0.00091157372575922349
leaf_weight=57 73 91 56 55 56 66 99 65 79 85 72 100 54 961 69 120 59 65 52 68 173 254 53
leaf_count=57 73 91 56 55 56 66 99 65 79 85 72 100 54 961 69 120 59 65 52 68 173 254 53
internal_value=0 0.000736073 0.000596801 0.000627227 0.000671269 0.000701184 0.000787407 0.000780301 0.00030705 0.000790343 0.000450782 0.000232061 0.000600656 0.000799515 0.000778708 0.000738569 0.000642904 0.000404063 0.000650669 0.000886305 0.000790275 0.000762097 0.000802106
internal_weight=0 2565 691 635 508 452 1874 1817 317 1693 127 179 197 1594 255 186 124 138 143 153 1441 427 1014
internal_count=2882 2565 691 635 508 452 1874 1817 317 1693 127 179 197 1594 255 186 124 138 143 153 1441 427 1014
is_linear=0
shrinkage=0.0032998


Tree=8649
num_leaves=19
num_cat=0
split_feature=4 3 39 3 0 3 39 49 13 0 4 0 0 0 16 39 51 1213
split_gain=7.31852 3.1944 1.88382 0.80144 0.673466 0.406895 0.296038 0.248309 0.201377 0.178636 0.331249 0.584304 0.186907 0.308322 0.107061 0.105333 0.104776 0.0768838
threshold=0.27998000000000006 0.18595000000000003 0.0047850000000000011 0.17351000000000003 -0.069414999999999991 0.10402500000000002 0.088025000000000006 0.12001000000000002 -0.011334999999999998 -0.079249999999999987 -0.42305999999999994 -0.041534999999999996 -0.105195 -0.14920999999999998 -0.42170999999999997 0.088090000000000016 -0.061604999999999993 -0.086979999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 15 7 14 9 -6 12 16 -12 13 -1 -2 -4 -11 -14
right_child=3 -3 4 -5 8 -7 -8 -9 -10 10 11 -13 17 -15 -16 -17 -18 -19
leaf_value=0.00099854069712406552 0.00059332409521678172 0.00018312690756154922 0.00068391868975728508 4.3193529652584728e-05 0.0005626069991502132 0.00069813472463657123 0.00029027385949737531 0.00076562041323464415 0.00027164894794064919 0.0011605203972584691 0.00090725007907260053 0.00057456658887319412 0.0010646347330710035 0.00076157473636760523 0.00041488185303091704 0.00089899589138293457 0.00096782274837626744 0.00097702105830118767
leaf_weight=127 102 69 52 70 52 80 90 88 53 60 542 65 134 117 60 52 72 997
leaf_count=127 102 69 52 70 52 80 90 88 53 60 542 65 134 117 60 52 72 997
internal_value=0 0.000884133 0.000903536 0.000356105 0.000603207 0.000931027 0.000442885 0.000939472 0.000416078 0.000946692 0.000904596 0.000871683 0.000969291 0.000885058 0.000527452 0.000791796 0.00105568 0.000987433
internal_weight=0 2560 2491 322 209 2282 252 2202 105 2114 739 607 1375 244 162 104 132 1131
internal_count=2882 2560 2491 322 209 2282 252 2202 105 2114 739 607 1375 244 162 104 132 1131
is_linear=0
shrinkage=0.0032998


Tree=8650
num_leaves=28
num_cat=0
split_feature=1 42 1453 484 43 49 42 133 1 47 3 13 3 151 1 13 1429 1429 151 49 13 3 3 3 129 13 3
split_gain=0.166253 0.162889 0.12644 0.0982457 0.113407 0.111775 0.0963819 0.174161 0.0946748 0.0711964 0.0704715 0.0741287 0.0896952 0.0596023 0.0589068 0.0574127 0.0528909 0.075078 0.116189 0.101917 0.0406819 0.0382196 0.0315178 0.0241164 0.0217172 0.016691 0.00873702
threshold=0.089745000000000019 0.11128500000000001 -0.077314999999999981 0.096490000000000006 -0.081694999999999976 -0.081019999999999981 -0.089179999999999982 -0.05763999999999999 0.10678000000000001 0.07906500000000001 -0.14186499999999996 -0.084869999999999987 0.0043700000000000006 -1.0000000180025095e-35 0.097495000000000012 -0.034484999999999995 0.087480000000000016 0.083960000000000021 -0.084809999999999983 -0.0058449999999999986 0.096295000000000006 -0.08095999999999999 -0.081184999999999993 -0.073614999999999986 0.083825000000000011 0.064420000000000019 0.35004500000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 -2 7 -4 -3 16 20 12 -12 -7 23 -16 17 18 -8 -20 -6 -11 -15 -13 25 -9 -14
right_child=1 8 6 -5 10 13 9 24 -10 21 11 14 26 22 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.0022603798524560687 -0.0067255774400630606 0.0014112735988710461 -0.0053059123967055585 -0.0042075337471854353 0.011619094642829916 0.0065613409242374536 0.011401143264379235 0.0048574810605045765 -0.0080341505615653033 0.012531253048000781 -0.004334286955210976 0.0053608986574772413 0.0021299805297022843 0.0028079710048393184 0.0071497751195986866 0.0016198337396415761 0.0092440265333636629 -0.00050257141577007228 -0.00029848407755371303 0.0052020329017534398 0.0049084318500792002 0.0064039938484099918 -0.0025687825694577114 0.010097252635666311 0.0062703798475902683 0.00056968999635984181 0.0051743239065161492
leaf_weight=72 54 54 69 54 53 56 79 53 67 58 64 61 61 58 78 171 83 70 104 1077 52 61 66 66 99 52 52
leaf_count=72 54 54 69 54 53 56 79 53 67 58 64 61 61 58 78 171 83 70 104 1077 52 61 66 66 99 52 52
internal_value=0 0.00200378 0.00463833 0.00274853 0.00317165 -2.67878e-06 0.00491451 0.00199094 -0.00380399 0.00543431 0.00430325 0.00353869 0.000687002 0.00200421 0.00487632 0.00335932 0.00509859 0.00483854 0.0051367 0.00471613 0.00831283 0.00940549 -3.93608e-05 0.00783646 0.0044678 0.00275111 0.00354682
internal_weight=0 1067 1877 946 892 234 1805 273 121 1532 658 553 177 180 376 249 1413 1330 1260 1181 105 119 124 127 204 105 113
internal_count=2944 1067 1877 946 892 234 1805 273 121 1532 658 553 177 180 376 249 1413 1330 1260 1181 105 119 124 127 204 105 113
is_linear=0
shrinkage=0.16829


Tree=8651
num_leaves=15
num_cat=0
split_feature=3 39 147 14 41 10 1443 12 3 49 49 124 15 15
split_gain=3.13952 2.10951 0.383174 0.343045 0.43337 0.328478 0.285227 0.216138 0.189846 0.16934 0.157135 0.130174 0.0391241 0.0272048
threshold=0.28833000000000003 0.0047850000000000011 0.090425000000000019 0.073890000000000011 0.081500000000000017 -0.011144999999999999 0.084655000000000022 -0.092484999999999984 -0.081224999999999978 -0.047859999999999993 0.13022500000000004 -0.080429999999999988 -0.10646499999999999 -0.088819999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -3 8 -7 9 -1 -10 -9 -2 -13
right_child=12 5 -4 -5 -6 7 -8 11 10 -11 -12 13 -14 -15
leaf_value=0.00049086820753592344 -4.9828405766908102e-05 7.9471110379333873e-05 0.00035884219199758342 0.00079872048853751626 0.00031749914572643217 0.00049505262883542313 0.00083054975859075844 0.00018063670390846867 0.00057091418218338269 0.00063428209944149964 0.00039194110919681346 0.00030957257092265587 7.2406976018035053e-05 0.00041775719740568939
leaf_weight=100 63 56 74 93 61 86 58 70 946 1117 58 55 52 55
leaf_count=100 63 56 74 93 61 86 58 70 946 1117 58 55 52 55
internal_value=0 0.000561636 0.000593944 0.000601081 0.000593211 0.00030998 0.000600575 0.000358376 0.000594553 0.000622527 0.00056061 0.000292879 5.13692e-06 0.000363985
internal_weight=0 2829 2507 2433 2340 322 2279 266 2221 1217 1004 180 115 110
internal_count=2944 2829 2507 2433 2340 322 2279 266 2221 1217 1004 180 115 110
is_linear=0
shrinkage=0.0032998


Tree=8652
num_leaves=21
num_cat=0
split_feature=2 4 34 3 48 48 52 403 133 2 1455 481 4 15 49 49 4 16 42 4
split_gain=0.161071 0.134936 0.0892473 0.097387 0.101567 0.0861352 0.0749452 0.0731808 0.140112 0.115764 0.104727 0.0645165 0.0596115 0.0557813 0.0746147 0.0895934 0.055206 0.088989 0.0445186 0.00949859
threshold=0.11002000000000002 -0.17568999999999999 -0.086059999999999984 0.11269500000000002 0.10656000000000002 0.13730000000000001 -0.13047499999999998 -0.11705499999999998 0.083000000000000018 0.090485000000000024 0.083760000000000015 -0.084514999999999993 -0.072659999999999988 -0.45371999999999996 0.11580500000000001 -0.064334999999999989 0.41315500000000005 -0.086219999999999977 0.086335000000000009 -0.50690499999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 7 12 -1 8 -4 11 -11 -9 -2 -14 15 -15 17 -17 -10 -8
right_child=5 2 3 -5 -6 -7 19 9 18 10 -12 -13 13 14 -16 16 -18 -19 -20 -21
leaf_value=0.0043468186856812224 -0.0038485089543937433 -0.0028725694598510975 -0.006329530126222855 -0.0033194689011896389 0.011058156696240891 -0.0056688417518207359 0.009645729470173614 0.00033586506403193906 0.0058813454671868175 0.002867479930969944 -0.0050523887742721955 0.0053525665292178367 -0.0020343082294661816 -0.0015985280171582552 -0.0023376161165765308 -0.0016795191678811289 0.010151578407397919 0.0064426521998866898 0.00095011610464553538 0.013034111857624577
leaf_weight=76 52 57 55 52 57 52 56 78 96 429 53 1223 74 62 61 53 57 134 115 52
leaf_count=76 52 57 55 52 57 52 56 78 96 429 53 1223 74 62 61 53 57 134 115 52
internal_value=0 0.0040475 0.00368229 0.00385626 0.00403429 0.00083819 0.00843416 0.00383802 0.00122462 0.0042269 0.0019929 0.00505318 0.00152817 0.00216623 0.0030181 0.00409162 0.00554484 0.00413104 0.00320222 0.0112938
internal_weight=0 2399 2215 2158 2106 545 184 2049 266 1783 482 1301 493 441 367 306 244 187 211 108
internal_count=2944 2399 2215 2158 2106 545 184 2049 266 1783 482 1301 493 441 367 306 244 187 211 108
is_linear=0
shrinkage=0.16829


Tree=8653
num_leaves=25
num_cat=0
split_feature=49 43 1 43 130 13 403 1212 403 50 400 403 403 475 13 43 16 1 52 157 133 1 43 43
split_gain=0.11854 0.172773 0.0943985 0.108849 0.0846702 0.0800902 0.201538 0.120807 0.164144 0.0848192 0.0813062 0.0831898 0.0912925 0.0812611 0.0588729 0.116785 0.140822 0.184133 0.134723 0.075033 0.0523632 0.0443341 0.019083 0.0209393
threshold=-0.14731999999999998 -0.083804999999999977 0.089745000000000019 0.060690000000000008 -0.073954999999999979 -0.088854999999999976 -0.0051499999999999992 0.041590000000000009 -0.10440999999999999 0.12170000000000002 -0.084269999999999998 -0.012799999999999999 -0.08761999999999999 -0.086919999999999983 -0.27740999999999993 -0.034774999999999993 -0.055004999999999991 0.10877000000000002 -0.41694999999999993 -1.0000000180025095e-35 -0.010024999999999997 0.099250000000000019 0.090280000000000013 -0.0073499999999999998
decision_type=2 2 2 2 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 -2 9 -9 10 -7 12 -12 -13 -6 19 17 -17 -18 -16 -10 -21 23 -8
right_child=2 -3 3 -5 14 7 22 8 20 -11 11 13 -14 -15 15 16 18 -19 -20 21 -22 -23 -24 -25
leaf_value=-0.0094530534631285298 0.014736491401438134 0.0040593967976589396 -0.0041846629663085414 -0.003679988399509389 -0.0014269382813876777 -0.001649477197353771 0.0049324160744239568 -0.0084507118605732269 0.0053058804200504708 -0.002505772076447439 0.0055520014593720803 0.01033607323561774 0.013481898294517998 0.0034786547968663119 0.0070117573828854677 0.004830117551576656 0.0068959417262207164 0.01637511150639424 -0.003050228381186874 -0.0018778618775323888 -0.0004933007719596942 0.0018973292277676985 0.006589583448842121 0.00097264686371142765
leaf_weight=53 64 54 53 94 86 63 76 53 83 55 180 52 54 926 59 111 77 61 77 136 93 249 57 78
leaf_count=53 64 54 53 94 86 63 76 53 83 55 180 52 54 926 59 111 77 61 77 136 93 249 57 78
internal_value=0 -0.0026169 0.0030804 0.00176437 0.00232935 0.00379915 0.00645404 0.00332969 -0.000233086 0.00394448 0.00422413 0.00453093 0.00738966 0.0038451 0.00273477 0.00320192 0.00562252 0.00893501 0.00191119 0.00142058 0.00223133 0.000559089 0.00393332 0.00293848
internal_weight=0 107 2837 1003 909 1834 275 1559 229 1330 1275 1212 234 978 856 770 326 172 154 444 176 385 211 154
internal_count=2944 107 2837 1003 909 1834 275 1559 229 1330 1275 1212 234 978 856 770 326 172 154 444 176 385 211 154
is_linear=0
shrinkage=0.16829


Tree=8654
num_leaves=28
num_cat=0
split_feature=2 2 43 2 12 12 49 16 49 151 12 31 160 481 1186 475 43 16 151 1209 16 2 159 12 12 2 12
split_gain=3.76828 1.90739 1.1589 0.914179 0.577744 0.314539 0.24888 0.241381 0.259363 0.237499 0.208731 0.155229 0.152549 0.137459 0.129319 0.126815 0.120848 0.0975976 0.0947133 0.0817267 0.0648377 0.0629989 0.0846187 0.0540071 0.0496631 0.0288612 0.0274389
threshold=0.11152000000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 0.15205000000000002 0.091105000000000005 0.056995000000000011 0.059130000000000009 0.061775000000000004 0.047620000000000003 -0.080329999999999985 0.086965000000000015 -0.077289999999999984 -0.076219999999999996 -0.0087899999999999975 0.021560000000000003 -0.085754999999999984 -1.0000000180025095e-35 0.3935300000000001 -0.083134999999999987 -0.073934999999999987 -0.087969999999999979 0.084815000000000015 -1.0000000180025095e-35 0.11187500000000002 0.085205000000000017 0.090990000000000015 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
left_child=1 2 11 4 6 7 12 8 9 -3 15 -1 -2 26 18 -7 21 23 -15 -20 -14 24 -23 -6 -17 -11 -12
right_child=3 5 -4 -5 17 10 -8 -9 -10 25 13 -13 20 14 -16 16 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=0.00032970297437992372 0.00046083795548433555 0.00072595103677733971 0.00070494706818458096 0.00013831083225535279 0.00049570593464058296 0.00098822012705583563 0.00055686112819524746 0.00081035352727038565 0.00078799518462099676 0.00051456572530082399 0.00093237355071619987 8.1842999888112933e-05 0.00032368910980418831 0.00085405355804299248 0.00091175872983886863 0.00075571967572318158 0.00070843975862093685 0.00073598872371621405 0.00061271059487475398 0.00074071681675551672 0.00016334631850639246 0.00099546605153365384 0.00084486507526147943 0.00064763294289436218 0.00087181140675008067 0.00040557122181096323 0.00081629109394995591
leaf_weight=55 56 56 93 97 53 56 68 102 70 61 54 56 60 80 53 127 92 69 61 991 53 56 192 56 68 56 53
leaf_count=55 56 56 93 97 53 56 68 102 70 61 54 56 60 80 53 127 92 69 61 991 53 56 192 56 68 56 53
internal_value=0 0.000738872 0.000433076 0.000427223 0.000494667 0.000766856 0.000387586 0.000674523 0.000617363 0.000548117 0.000783754 0.000204974 0.000319267 0.000759954 0.000749518 0.000835724 0.000819696 0.000637042 0.000741891 0.000733328 0.000248796 0.000842721 0.000879014 0.000574083 0.000796384 0.000462699 0.000875204
internal_weight=0 2432 204 512 415 2228 237 345 243 173 1883 111 169 1292 1185 591 535 178 1132 1052 113 443 248 109 195 117 107
internal_count=2944 2432 204 512 415 2228 237 345 243 173 1883 111 169 1292 1185 591 535 178 1132 1052 113 443 248 109 195 117 107
is_linear=0
shrinkage=0.0032998


Tree=8655
num_leaves=30
num_cat=0
split_feature=1 4 13 123 4 15 1 13 0 15 160 4 4 4 0 151 16 2 51 51 43 133 0 1 52 4 15 0 13
split_gain=7.54328 0.773246 0.751709 1.08366 0.912221 0.464776 0.486838 0.468319 0.451625 0.409077 0.414403 0.282187 0.235883 0.223318 0.221759 0.22495 0.220243 0.191522 0.163783 0.136717 0.0994264 0.0753573 0.0711719 0.0657882 0.0647058 0.043404 0.0431323 0.0313868 0.0230497
threshold=0.10921500000000002 0.27258000000000004 -0.10142999999999998 0.081180000000000016 0.27644500000000005 0.039965000000000007 0.094165000000000013 0.05889500000000001 -0.10998999999999999 -0.0080049999999999982 -0.079974999999999991 0.42118000000000005 -0.17006499999999999 -0.14088999999999999 -0.14259999999999998 -0.0038899999999999998 -0.047754999999999999 0.091235000000000024 -0.026999999999999996 -0.064959999999999976 -0.071734999999999979 0.066685000000000008 -0.081644999999999981 0.12963000000000002 -0.030234999999999995 -0.082619999999999985 0.091490000000000016 -0.078924999999999981 -0.040229999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 4 19 6 9 16 -2 14 -11 -5 -12 -7 -1 24 -8 20 -17 -4 22 25 -15 -6 -16 -22 -23 -19 -29
right_child=2 -3 3 11 23 13 7 -9 -10 10 12 -13 -14 17 15 18 -18 27 -20 -21 21 26 -24 -25 -26 -27 -28 28 -30
leaf_value=0.00097937069609309942 0.00033061349134713713 0.00046123032148363981 0.00084760491261946878 1.9877635312908136e-05 0.00040995564499274735 0.0010298208202049158 0.00067162221603405921 0.00085335528846763094 -2.7347240096630207e-05 0.00044374050423857773 0.00092455648339890423 0.00032759788367538086 0.00063514742261353539 0.0010257635382349183 0.00082531698723798601 0.00083474888579880893 0.00040493261196519509 0.00069096684508479468 0.00072020528265717546 0.0006450149309339435 0.00090855544042064908 0.00082488015066874609 0.00088096795791592786 0.00024634818284354084 0.0009398427447182636 0.00083879991335369486 0.00069828977219411642 0.00081799888034151638 0.0007291300206328106
leaf_weight=86 86 75 62 56 59 75 56 62 69 69 56 78 71 67 107 233 88 67 351 95 182 83 100 52 129 276 54 96 65
leaf_count=86 86 75 62 56 59 75 56 62 69 69 56 78 71 67 107 233 88 67 351 95 182 83 100 52 129 276 54 96 65
internal_value=0 0.000792219 0.00036663 0.000441959 0.000563176 0.000802665 0.000760747 0.000612735 0.000171036 0.000788383 0.000650812 0.000199261 0.000763038 0.000854114 0.000818106 0.00080115 0.00050889 0.000840767 0.000765965 0.000725243 0.000866191 0.000845621 0.000939271 0.000333628 0.000888067 0.000866596 0.00077524 0.000755643 0.000782339
internal_weight=0 2448 557 402 268 2373 1308 206 155 1102 196 134 127 1065 906 820 144 990 584 157 762 595 167 111 236 458 137 228 161
internal_count=3005 2448 557 402 268 2373 1308 206 155 1102 196 134 127 1065 906 820 144 990 584 157 762 595 167 111 236 458 137 228 161
is_linear=0
shrinkage=0.0032998


Tree=8656
num_leaves=26
num_cat=0
split_feature=15 34 40 160 160 13 43 42 376 3 15 15 1375 15 16 130 130 13 16 15 3 43 16 402 16
split_gain=0.150879 0.138309 0.156696 0.113534 0.23089 0.0866571 0.136336 0.0860718 0.112289 0.138952 0.186242 0.112455 0.124554 0.12962 0.0855857 0.0715668 0.0852254 0.0541979 0.0481879 0.0861065 0.0434391 0.0393661 0.0761 0.0300442 0.018608
threshold=0.0047550000000000005 -0.05547499999999999 -0.076799999999999993 0.0044600000000000013 0.10488000000000001 -0.084509999999999988 0.0044550000000000006 -0.032499999999999994 0.084125000000000019 -0.15041499999999997 -0.015539999999999998 -0.0080049999999999982 -0.095554999999999987 -0.26361999999999991 0.066010000000000013 0.090415000000000009 0.006490000000000001 0.066150000000000014 -0.015439999999999997 -0.069814999999999988 -0.081404999999999991 -0.23287499999999997 0.024125000000000004 0.094120000000000009 -0.10982499999999999
decision_type=2 2 2 2 2 2 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 20 17 9 10 -9 12 -11 -14 -13 16 21 18 24 -20 -2 -7 23 -23 -3
right_child=3 7 -4 4 -6 15 -8 8 -10 11 -12 14 13 -15 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26
leaf_value=0.0032347115555006909 0.00708469726645537 0.0039155403939202396 -0.0095793952324064683 0.017823972102585517 0.0032425348181296929 0.0095492731522523501 -0.0041992621657283976 -0.0091836701520360466 -0.0042242456317440414 0.011686131677184405 0.0035214061414609145 -0.0043115495246299892 -0.0012145629144762462 0.0045110649938105169 0.0035016189233364877 0.00093429448156610027 0.011966358777013976 0.0090760295785415855 0.011550884306001088 0.0024266648416541138 0.001636459991529402 0.0064678810967105935 0.00046718869230090389 0.0026365697711472303 -0.00045614455852284626
leaf_weight=56 91 55 52 59 65 65 71 59 63 60 73 83 128 869 76 83 66 98 55 64 78 428 85 69 54
leaf_count=56 91 55 52 59 65 65 71 59 63 60 73 83 128 869 76 83 66 98 55 64 78 428 85 69 54
internal_value=0 0.0029163 -0.00291841 0.00536972 0.010195 0.00479044 0.00197585 0.00328011 0.00270828 0.00303361 -0.00214377 0.00359711 0.00422499 0.00377418 -0.000565654 0.00563681 0.00618171 0.00574961 0.00431195 0.00665884 0.00458076 0.00558884 0.00514344 0.00593958 0.00173327
internal_weight=0 1845 108 1160 124 1036 240 1737 1411 1348 132 1216 1057 997 159 796 713 326 228 119 169 647 582 497 109
internal_count=3005 1845 108 1160 124 1036 240 1737 1411 1348 132 1216 1057 997 159 796 713 326 228 119 169 647 582 497 109
is_linear=0
shrinkage=0.16829


Tree=8657
num_leaves=30
num_cat=0
split_feature=1 4 4 13 40 1 0 0 4 1 4 15 0 0 0 15 0 4 4 15 13 481 15 4 4 0 0 4 1212
split_gain=4.6526 0.669899 0.61409 0.451724 0.595303 0.31229 0.286565 0.277212 0.220724 0.18704 0.117809 0.111101 0.0986654 0.0956337 0.0923093 0.0921067 0.105285 0.0846323 0.127453 0.0769536 0.0736807 0.0652602 0.0557572 0.118933 0.104649 0.0422803 0.0345946 0.0314927 0.0260337
threshold=0.10921500000000002 0.31392000000000003 0.25367000000000006 -0.24426999999999996 -0.0087249999999999984 0.09518500000000002 -0.13165999999999997 -0.080734999999999987 -0.085984999999999992 0.14754500000000001 -0.17006499999999999 0.090385000000000007 0.098975000000000021 -0.076589999999999978 -0.10998999999999999 -0.43091499999999999 -0.074679999999999983 -0.017399999999999995 -0.078249999999999986 -0.18498499999999998 -0.067904999999999979 -0.0085599999999999982 0.039965000000000007 -0.085474999999999982 -0.055754999999999992 -0.078589999999999979 -0.082914999999999975 0.0051950000000000008 0.0025400000000000002
decision_type=2 2 2 2 2 2 2 2 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 7 -7 8 14 15 -8 17 22 -12 -1 16 -4 18 -10 -17 -6 -19 24 -24 -9 -25 -13 -26 -16
right_child=2 -3 9 4 20 6 10 12 11 -11 13 26 -14 -15 28 19 -18 21 -20 -21 -22 -23 23 25 27 -27 -28 -29 -30
leaf_value=0.00091222953901983947 0.00017969028333324238 0.0002790926799440802 0.00021451262833911569 0.00021264955645333331 0.00051393674751182565 0.00033970262614056767 0.00070797023393584198 0.00047254620580838987 0.00066026588946352979 2.4922092049630691e-05 0.00062844188760054632 0.00080667260109890018 0.00048325793912232918 0.00045704645732235171 0.00070301022159659091 7.9650879774593818e-05 0.00041048024822337693 0.00076528440485725804 0.00052941749705471837 0.00025063016702981945 0.00067416110861105033 0.00066777988553945748 0.00078612494467294363 0.00054397095664079963 0.0006526318307701535 0.00064265982578508101 0.00069668936613417377 0.00057170520916858516 0.00080646485742526686
leaf_weight=54 65 56 68 57 53 61 72 71 261 55 73 80 66 74 77 54 55 93 123 63 87 562 59 66 142 240 64 101 53
leaf_count=54 65 56 68 57 53 61 72 71 261 55 73 80 66 74 77 54 55 93 123 63 87 562 59 66 142 240 64 101 53
internal_value=0 0.00063696 0.00030269 0.000419073 0.000497879 0.000645324 0.000541068 0.000659129 0.000687235 0.000199206 0.000596995 0.000670507 0.00060751 0.000542401 0.000794594 0.000238999 0.000302427 0.000658342 0.000618445 0.000172018 0.000613756 0.000681678 0.000619536 0.000648198 0.000586106 0.000621489 0.000758036 0.000619141 0.000745459
internal_weight=0 2448 557 262 197 2392 280 2112 1367 295 219 1183 745 147 184 240 123 1039 384 117 140 655 679 365 314 306 144 243 130
internal_count=3005 2448 557 262 197 2392 280 2112 1367 295 219 1183 745 147 184 240 123 1039 384 117 140 655 679 365 314 306 144 243 130
is_linear=0
shrinkage=0.0032998


Tree=8658
num_leaves=31
num_cat=0
split_feature=1 4 1 52 16 131 10 4 13 4 16 52 475 16 160 50 49 474 16 123 49 157 14 1 52 13 52 160 4 4
split_gain=4.93037 0.937135 0.424635 0.233313 0.235344 0.190936 0.212024 0.178903 0.175537 0.237024 0.288497 0.142808 0.138888 0.179883 0.199208 0.157989 0.138628 0.159499 0.0949508 0.0888784 0.0815548 0.0810494 0.0755663 0.0711859 0.0615043 0.0453666 0.0417338 0.0285059 0.0344293 0.0177318
threshold=0.098395000000000024 -0.111135 0.12419000000000001 0.12484500000000003 0.052690000000000008 0.090820000000000012 -0.014199999999999999 0.0060300000000000015 -0.095139999999999988 0.26546000000000003 -0.044939999999999987 1.0000000180025095e-35 -0.09688999999999999 0.062910000000000008 -0.015149999999999999 0.12170000000000002 0.082820000000000019 0.087015000000000009 0.16094000000000003 0.086870000000000017 0.095920000000000019 -0.0091799999999999989 0.073890000000000011 0.13744000000000003 0.086065000000000016 -0.049464999999999988 -0.037619999999999994 -0.092669999999999988 0.080255000000000007 -0.0072149999999999992
decision_type=2 2 2 2 2 2 2 2 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 18 3 4 8 6 -4 12 -3 10 -10 25 -1 15 -15 16 17 22 -2 23 21 -16 -14 -8 29 26 -9 -13 -29 -18
right_child=1 2 5 -5 -6 -7 19 11 9 -11 -12 27 13 14 20 -17 24 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00084106550984461878 0.00051541404221969634 0.00012006789102924338 -1.6490126236956109e-05 0.00054974132434482408 0.00050127817963135837 0.00038441362960940601 0.00036880928352276473 0.00042300297881309418 0.00060704272102155878 0.00021488892161282449 0.00026891914677447214 0.00073572356467601968 0.00068023361276980606 0.00041032297058735383 0.00076607647437722714 0.00051317449852497144 0.00078165088487346004 0.00049678707278575751 0.00070343759010865834 0.00012178599558206006 0.00052071067616944852 0.0006114082161176841 0.00081129887803711752 0.0001939514205569624 0.00068703307669117921 0.0005904909558591975 0.00055345884903352149 0.0005724179672363433 0.00069335231619770793 0.00087956581651223316
leaf_weight=54 54 52 53 71 77 54 52 56 56 96 55 52 1175 55 64 59 52 52 70 61 54 99 53 52 52 98 59 55 60 53
leaf_count=54 54 52 53 71 77 54 52 56 56 96 55 52 1175 55 64 59 52 52 70 61 54 99 53 52 52 98 59 55 60 53
internal_value=0 0.000357771 0.000309494 0.000377061 0.000340468 0.000208262 0.000164467 0.000659939 0.000292523 0.000335675 0.000439821 0.000594022 0.000673667 0.000668534 0.000589523 0.000682877 0.00068982 0.000678263 0.00062184 0.000222806 0.000634779 0.000672353 0.000685919 0.000281719 0.000783815 0.00053653 0.000490239 0.000667139 0.000635821 0.00083141
internal_weight=0 803 679 407 336 272 218 2202 259 207 111 380 1822 1768 272 1496 1437 1280 124 165 217 163 1228 104 157 213 115 167 115 105
internal_count=3005 803 679 407 336 272 218 2202 259 207 111 380 1822 1768 272 1496 1437 1280 124 165 217 163 1228 104 157 213 115 167 115 105
is_linear=0
shrinkage=0.0032998


Tree=8659
num_leaves=18
num_cat=0
split_feature=4 48 49 2 3 1 1 457 0 2 3 51 4 2 51 160 3
split_gain=0.198665 0.125013 0.122348 0.0920662 0.0776692 0.11124 0.0885905 0.125678 0.12366 0.164646 0.0746784 0.0742687 0.062374 0.0899266 0.0614449 0.0380842 0.0497322
threshold=0.24814500000000003 0.099800000000000014 -0.14867499999999997 0.13881000000000002 0.30863500000000005 0.12864500000000004 0.095265000000000016 0.081330000000000013 -0.14259999999999998 0.088105000000000003 0.11391500000000002 0.11178000000000002 0.50996500000000011 0.092645000000000019 0.046060000000000011 -1.0000000180025095e-35 -0.11151499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 10 5 6 8 15 9 -4 12 14 13 -2 -10 -8 -17
right_child=1 -3 4 -5 -6 -7 7 -9 11 -11 -12 -13 -14 -15 -16 16 -18
leaf_value=0.010806642551209819 -0.0056901502390549231 -0.0070932201195947429 0.0046238526678718979 -0.0032630814148677557 -0.0014887619199139353 0.011757658000306927 0.0065554879187202869 -0.005415622983554606 0.0044100640296019311 0.016385663899272433 0.0086157037822142263 -0.00012679753436826017 0.0054442568939897708 0.0030013562593171395 0.0086076327978184021 0.006370372941542796 0.00067967114961487807
leaf_weight=87 55 52 80 81 62 59 75 56 1682 59 57 96 83 87 106 59 169
leaf_count=87 55 52 80 81 62 59 75 56 1682 59 57 96 83 87 106 59 169
internal_value=0 0.000617288 0.00458853 0.00172677 0.00437168 0.00452127 0.00434127 0.00189666 0.00477421 0.0096292 0.0031664 0.00441506 0.00177792 -0.00035242 0.00465992 0.00325403 0.00216014
internal_weight=0 415 2590 363 2503 2441 2382 359 2023 139 282 1884 225 142 1788 303 228
internal_count=3005 415 2590 363 2503 2441 2382 359 2023 139 282 1884 225 142 1788 303 228
is_linear=0
shrinkage=0.16829


Tree=8660
num_leaves=17
num_cat=0
split_feature=1 123 13 3 48 3 456 148 457 3 4 123 0 1 4 4
split_gain=0.247885 0.0739753 0.145995 0.107416 0.0644231 0.0979061 0.08393 0.0680588 0.13093 0.0740613 0.071171 0.0373656 0.0364751 0.041875 0.0287851 0.0324812
threshold=0.15314500000000003 1.0000000180025095e-35 -0.007069999999999999 -0.0013299999999999998 0.085875000000000021 -0.10519499999999998 0.088285000000000016 -0.084284999999999985 0.018630000000000004 0.11391500000000002 0.31392000000000003 0.088205000000000019 -0.097774999999999987 0.10932500000000002 -0.010909999999999998 0.0019650000000000002
decision_type=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 -1 9 10 -9 -3 13 -7 -14 -16
right_child=-2 2 -4 -5 5 12 -8 8 -10 -11 -12 -13 14 -15 15 -17
leaf_value=0.0090293259652489358 -0.0083670578457612742 0.0030046915031459996 -0.0068370916863083843 -0.0029978347008126388 0.011549670027852656 0.0098604428569115318 0.0090339388860040983 0.0036192748162946582 -0.0030280342974884334 -0.0019711223499340688 -0.0014319110092729358 0.0090015436757809198 0.0056956125649765509 0.0035050612336114092 -0.00066849060339696335 0.0043025554848281191
leaf_weight=53 52 66 58 59 65 62 69 1851 100 75 82 55 82 58 76 72
leaf_count=53 52 66 58 59 65 62 69 1851 100 75 82 55 82 58 76 72
internal_value=0 0.00334716 0.000496531 0.00286957 0.00360299 0.00553441 0.00324275 0.003057 0.00290599 0.00320241 0.00340407 0.00574538 0.00441215 0.00680365 0.0031566 0.00173772
internal_weight=0 2883 238 180 2645 415 2230 2161 2108 2008 1933 121 350 120 230 148
internal_count=2935 2883 238 180 2645 415 2230 2161 2108 2008 1933 121 350 120 230 148
is_linear=0
shrinkage=0.16829


Tree=8661
num_leaves=13
num_cat=0
split_feature=1 10 12 11 3 482 2 1 156 4 457 50
split_gain=0.171539 0.107683 0.0828123 0.10204 0.15912 0.104522 0.0885336 0.10193 0.099818 0.0939348 0.0735883 0.0794843
threshold=0.15314500000000003 1.0000000180025095e-35 -0.098524999999999988 0.080455000000000013 -0.18945499999999996 0.11524000000000002 0.10859000000000001 0.084815000000000015 0.089695000000000011 -0.051789999999999996 0.091610000000000011 0.11377500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 10 9 -9 -8 11 -4
right_child=-2 -3 3 4 -6 -7 7 8 -10 -11 -12 -13
leaf_value=0.0082787519862558782 -0.0069589676782103914 -0.0030710789211408039 0.0023504764907337611 0.0011274001321201624 0.012082150353035564 0.0099600672648990987 -0.0028067949252561812 -0.0037082970122223119 0.0043769656477116933 0.0054219237678190414 0.0075806786453729274 0.006519724003630616
leaf_weight=81 52 86 1830 70 82 53 54 200 55 142 90 140
leaf_count=81 52 86 1830 70 82 53 54 200 55 142 90 140
internal_value=0 0.00278418 0.00296486 0.00280572 0.00704902 0.00255347 0.00239642 0.000256371 -0.00195737 0.00314566 0.00286407 0.00264768
internal_weight=0 2883 2797 2716 152 2564 2511 451 255 196 2060 1970
internal_count=2935 2883 2797 2716 152 2564 2511 451 255 196 2060 1970
is_linear=0
shrinkage=0.16829


Tree=8662
num_leaves=28
num_cat=0
split_feature=1 1 12 12 10 52 52 12 12 48 1213 403 12 52 4 48 403 42 13 4 403 484 51 52 4 11 4
split_gain=4.40544 0.694169 0.680689 0.667219 0.468192 0.351766 0.248198 0.23452 0.215995 0.176151 0.169484 0.329777 0.13895 0.134099 0.128007 0.0713773 0.0706751 0.0692604 0.0663803 0.0829216 0.0885726 0.0686291 0.0991084 0.0508657 0.0496373 0.0399441 0.0282138
threshold=0.11156000000000001 0.12448500000000001 0.056995000000000011 0.088325000000000015 -0.088499999999999981 -0.092084999999999986 -0.080219999999999986 -1.0000000180025095e-35 0.11819000000000002 -1.0000000180025095e-35 -0.11464999999999999 0.40520000000000006 -0.083219999999999988 -0.15201999999999996 -0.086394999999999986 0.083305000000000004 -0.10335499999999999 -0.09361499999999999 -0.083274999999999988 -0.00045499999999999995 -0.43491999999999992 0.085740000000000011 -0.025499999999999998 0.0030150000000000008 0.5124550000000001 0.080455000000000013 0.27420500000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 26 -3 13 -7 24 10 -8 11 -4 -11 -1 16 -14 -12 -18 21 20 -20 22 -16 -21 -6 -19 -2
right_child=1 4 8 -5 7 6 9 -9 -10 12 14 -13 15 -15 18 -17 17 25 19 23 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0005491052569706695 0.00029959393009493132 -0.0001246582306226715 0.00037689373931678151 0.00061966173918578981 0.00019149787773435747 0.00028714141874660925 0.00033338856899422749 0.0003402153399224649 0.00045711608440282753 0.00040018703661104333 0.00083004896399330272 0.0007156395544335272 0.00065769275680961658 0.00077239439237726472 0.00082241900123012788 0.00049902584834404058 0.00078786185604216299 0.00061335743234038271 0.00054998559505843548 0.00052148721206906105 0.00065656963398415377 0.00058537854618772678 0.00066903484585948368 0.00062697959362223768 5.1975041816697962e-05 0.00071826550496856788 0.0001948770799366954
leaf_weight=67 55 53 71 91 54 85 58 98 70 55 53 57 87 55 54 52 65 103 104 127 611 93 426 92 59 76 64
leaf_count=67 55 53 71 91 54 85 58 98 70 55 53 57 87 55 54 52 65 103 104 127 611 93 426 92 59 76 64
internal_value=0 0.000265024 0.000612576 0.000406712 0.000152185 0.000497616 0.000442325 0.000221891 0.000638915 0.000494528 0.000645484 0.000528017 0.000542522 0.000650057 0.000653799 0.000598589 0.000717419 0.000692809 0.000641237 0.000623532 0.000641116 0.000670035 0.000686364 0.000565965 0.000118961 0.000658096 0.000243572
internal_weight=0 474 2461 210 264 459 337 211 2002 252 1932 128 194 122 1804 139 297 244 1507 934 715 573 480 219 113 179 119
internal_count=2935 474 2461 210 264 459 337 211 2002 252 1932 128 194 122 1804 139 297 244 1507 934 715 573 480 219 113 179 119
is_linear=0
shrinkage=0.0032998


Tree=8663
num_leaves=25
num_cat=0
split_feature=12 2 2 15 3 0 16 2 12 41 0 2 12 1213 1212 3 15 2 150 48 159 16 16 12
split_gain=5.14299 2.01046 1.36479 0.729847 0.541695 0.415171 0.591291 0.508706 0.330566 0.302046 0.208939 0.20167 0.218269 0.178222 0.42853 0.175757 0.165726 0.160506 0.123306 0.122367 0.0929409 0.0878656 0.0680529 0.0360374
threshold=0.056995000000000011 0.13631000000000001 0.14808000000000002 -0.24211499999999997 0.11391500000000002 -0.076734999999999984 0.14976500000000001 0.10773000000000001 0.11160500000000002 0.080510000000000012 -0.081604999999999997 0.085730000000000015 -0.014854999999999998 -0.11464999999999999 -0.040879999999999993 -0.081184999999999993 -0.030729999999999997 0.10233000000000002 1.0000000180025095e-35 -0.063699999999999993 -0.085534999999999986 0.12992000000000004 -0.15190499999999998 0.097345000000000015
decision_type=2 2 2 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 17 5 7 18 11 9 13 -10 -5 -13 14 -2 19 -6 -1 -7 -15 -21 22 -17 -23
right_child=1 -3 -4 4 16 6 -8 -9 10 -11 -12 12 -14 15 -16 21 -18 -19 -20 20 -22 23 -24 -25
leaf_value=0.00017999175018252694 0.00087356936347051739 0.00023304846161581992 8.2347417845897263e-05 0.00096539921214312504 0.00049876207953973312 0.00047184351102055687 0.00075560443431403797 0.00043815150553623393 0.0008311016428295963 0.001050761143862589 0.00056776400550202126 0.00087363297468676137 0.00060788254920414247 0.00069375393246607156 0.00048361712792598175 0.00069467468013162783 0.00024427857115641129 0.00040820030992809513 0.00024843694046830728 0.00096749985424821451 0.00084935371765417389 0.00063412588591724281 0.00081539294929521022 0.0007604776779984592
leaf_weight=55 68 67 83 60 62 58 70 53 52 64 94 65 73 54 57 63 52 89 52 83 1034 59 416 52
leaf_count=55 68 67 83 60 62 58 70 53 52 64 94 65 73 54 57 63 52 89 52 83 1034 59 416 52
internal_value=0 0.00079647 0.000482595 0.000530759 0.000586042 0.000639668 0.000518047 0.000726746 0.000814463 0.000825876 0.000661797 0.000803818 0.00073331 0.000818226 0.000696033 0.000826879 0.000382991 0.000321282 0.000366553 0.000850613 0.000858164 0.000779715 0.000799589 0.000693635
internal_weight=0 2163 772 689 545 431 180 251 2096 1950 146 198 138 1886 125 1761 114 144 110 1171 1117 590 479 111
internal_count=2935 2163 772 689 545 431 180 251 2096 1950 146 198 138 1886 125 1761 114 144 110 1171 1117 590 479 111
is_linear=0
shrinkage=0.0032998


Tree=8664
num_leaves=24
num_cat=0
split_feature=39 12 0 16 16 160 3 1 12 133 16 3 13 160 1 11 12 456 16 160 484 484 12
split_gain=0.151379 0.112201 0.13672 0.182946 0.248414 0.139464 0.117527 0.111768 0.106582 0.0648405 0.0577467 0.0564205 0.0801101 0.0954727 0.0546244 0.0879035 0.214342 0.0459937 0.0590304 0.0793806 0.0692389 0.062213 0.0621041
threshold=0.12239000000000001 0.084535000000000013 -0.11214999999999999 -0.078939999999999996 -0.11807499999999999 -0.075689999999999993 0.10265000000000001 0.084470000000000003 -0.086944999999999981 0.077945 -0.095724999999999991 -0.0024599999999999995 -0.007069999999999999 -0.015149999999999999 0.12220000000000002 0.080320000000000016 0.093405000000000016 0.088285000000000016 -0.0048749999999999991 -0.088509999999999991 0.024650000000000002 -0.065464999999999982 0.090745000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 9 -1 11 -7 -9 -4 -10 12 13 -5 15 17 -17 18 20 -20 21 -3 -21
right_child=-2 14 3 6 -6 7 -8 8 10 -11 -12 -13 -14 -15 -16 16 -18 -19 19 22 -22 -23 -24
leaf_value=-0.0013449503237003019 -0.0057648579451792968 0.0074546671351771064 -0.0027789406258639572 0.000618326275968522 -0.012194163554879031 0.012643139695894406 -0.0042503210702706179 0.011099947488984784 -0.00097118401075755819 0.0048873034464025963 0.0055515938701755163 0.0073647117028673055 -0.0020596135762384403 0.007496201819362871 -0.0012794168837109191 0.016382120260271939 0.003117229439176306 0.0083980449921126424 -0.003642588216476722 0 0.0090924994459259598 0.0035025173864934203 0.0045121994522633203
leaf_weight=86 53 129 74 118 67 63 67 52 77 54 76 80 85 112 52 56 91 62 60 133 81 960 247
leaf_count=86 53 129 74 118 67 63 67 52 77 54 76 80 85 112 52 56 91 62 60 133 81 960 247
internal_value=0 0.00329953 0.00186778 0.000428223 -0.00389095 0.00453443 0.00225514 0.00642781 0.00450896 0.00044122 0.00225715 0.00336315 0.00234117 0.00397536 0.00407222 0.0042262 0.00818274 0.00387727 0.00370206 0.00203266 0.00432834 0.00397233 0.00293349
internal_weight=0 2882 1011 657 195 354 462 268 205 128 153 395 315 230 1871 1819 147 1672 1610 440 1170 1089 380
internal_count=2935 2882 1011 657 195 354 462 268 205 128 153 395 315 230 1871 1819 147 1672 1610 440 1170 1089 380
is_linear=0
shrinkage=0.16829


Tree=8665
num_leaves=23
num_cat=0
split_feature=4 39 3 42 13 2 2 2 2 457 1213 123 2 15 3 15 13 42 42 4 394 402
split_gain=3.97945 1.9139 1.15156 0.509344 0.449327 0.437911 0.341307 0.293084 0.239914 0.26464 0.193973 0.191096 0.174026 0.146041 0.138782 0.118923 0.0960034 0.0967247 0.106493 0.0777017 0.0684805 0.0751122
threshold=0.27998000000000006 0.0047850000000000011 0.28833000000000003 -0.044384999999999994 -0.014114999999999997 0.088615000000000013 0.14870000000000003 0.072175000000000017 0.12068000000000001 0.081330000000000013 0.023610000000000003 0.085810000000000011 0.082165000000000016 -0.41725999999999991 -0.0082999999999999984 -0.032144999999999993 0.016935000000000002 0.088125000000000023 0.090385000000000007 -0.079614999999999977 -0.014749999999999997 0.0064150000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 7 11 16 9 10 14 13 -9 -2 -7 -10 17 19 -19 -1 -14 -22
right_child=6 3 -4 4 -6 8 -8 12 15 -11 -12 -13 20 -15 -16 -17 -18 18 -20 -21 21 -23
leaf_value=0.0006711591807044868 0.00048155927399576287 0.00066419375847550711 0.00024164110740742403 0.00046662261154726468 0.00013498512357275455 0.00066861418885432529 5.248023267001059e-05 0.00098414069992688261 0.00062326353689832927 0.00048064797872896767 0.00086896699305719094 0.00018930025849485572 0.00088030865795788631 0.00029384596845382152 0.0008076771128563069 0.00040289429632261764 0.0005793218405322633 0.00054912082690770675 0.00070908761914058446 0.00081511243185438038 0.00075596111026652116 0.00085082378958122051
leaf_weight=63 96 58 57 93 86 708 57 53 58 66 69 71 79 88 91 52 68 61 208 140 523 119
leaf_count=63 96 58 57 93 86 708 57 53 58 66 69 71 79 88 91 52 68 61 208 140 523 119
internal_value=0 0.00067824 0.000706029 0.00039493 0.000307485 0.00071724 0.000284056 0.00075752 0.000666509 0.000683795 0.000699201 0.000335682 0.000798999 0.000391975 0.000684496 0.000519409 0.000698 0.000715023 0.000672944 0.000770611 0.000785341 0.0007736
internal_weight=0 2652 2415 237 179 2358 312 1314 1044 934 868 255 774 184 799 110 540 472 269 203 721 642
internal_count=2964 2652 2415 237 179 2358 312 1314 1044 934 868 255 774 184 799 110 540 472 269 203 721 642
is_linear=0
shrinkage=0.0032998


Tree=8666
num_leaves=24
num_cat=0
split_feature=2 160 1 2 1213 3 2 3 12 4 1456 403 12 12 403 12 39 3 1 49 0 2 3
split_gain=0.1514 0.124389 0.101642 0.217404 0.118724 0.120307 0.0999133 0.0870157 0.112294 0.0821959 0.07752 0.062764 0.0750396 0.0560036 0.0520535 0.0783549 0.0661459 0.095598 0.0927695 0.122679 0.0554681 0.046382 0.00939975
threshold=0.25063000000000007 -0.54913999999999985 0.081720000000000015 0.082165000000000016 0.010565000000000001 -0.085784999999999986 0.088555000000000009 -0.082004999999999981 0.08648500000000002 -0.081049999999999983 -0.0022699999999999994 -0.0013449999999999998 0.085965000000000014 -0.014854999999999998 -0.069109999999999991 0.092605000000000007 0.087735000000000021 -0.014924999999999999 0.10877000000000002 -0.071579999999999991 -0.12851999999999997 0.084855000000000014 -0.07792499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 11 8 -8 -7 -4 21 -13 -9 15 -12 18 -18 19 -16 -20 -5 -11
right_child=-2 2 10 4 5 9 7 13 -10 22 14 12 -14 -15 16 -17 17 -19 20 -21 -22 -23 -24
leaf_value=0.010917225319865571 -0.0055006274116361688 0.014797378636677325 0.0067578753968259011 -0.0010888825890199038 0.013047589260786868 -0.0001869922451816166 -0.0068159842716491968 0.0083103351008389798 0.0012652330470611511 0.0092224654629637845 -0.0054347367259601608 0.0044189155576905732 0.0097951464938161661 0.0026128341218560436 0.0076763448517919051 0.0026350277752027898 0.0039122451326557032 -0.0043138985582929675 0.00193670685697977 0.0005199843018968964 0.0066926247808718597 0.0047365414918507228 0.0058795430049066177
leaf_weight=60 56 52 93 69 70 61 61 56 241 52 68 217 113 407 78 68 67 99 108 527 201 87 53
leaf_count=60 56 52 93 69 70 61 61 56 241 52 68 217 113 407 78 68 67 99 108 527 201 87 53
internal_value=0 0.00332192 0.00316127 0.00408967 0.00371402 0.0071818 0.00305839 0.00185588 -0.000361117 0.00469745 0.00206837 0.00494753 0.00626531 0.00330583 0.00170824 -0.00138664 0.00209963 -0.000982885 0.00266144 0.00144559 0.00503618 0.0021484 0.0075522
internal_weight=0 2908 2848 1539 1487 236 1251 765 302 166 1309 486 330 463 1216 136 1080 166 914 605 309 156 105
internal_count=2964 2908 2848 1539 1487 236 1251 765 302 166 1309 486 330 463 1216 136 1080 166 914 605 309 156 105
is_linear=0
shrinkage=0.16829


Tree=8667
num_leaves=28
num_cat=0
split_feature=1 3 1 4 4 39 43 4 13 1 42 43 43 3 47 4 4 4 3 11 3 3 42 13 4 4 42
split_gain=5.25171 0.927226 0.484952 0.429531 0.408434 0.2474 0.233118 0.231524 0.242102 0.191994 0.179857 0.166975 0.15036 0.128109 0.121889 0.0937198 0.137207 0.100924 0.0864362 0.0855605 0.0749447 0.0536286 0.0485292 0.0423958 0.0422471 0.0294524 0.015512
threshold=0.10331000000000003 -0.063264999999999988 0.13654500000000003 0.27998000000000006 0.00059000000000000014 0.0047850000000000011 -0.025079999999999995 -0.50139499999999992 0.044405000000000007 0.083670000000000008 0.092110000000000011 -0.12788999999999998 -0.051239999999999987 0.13772500000000001 0.078660000000000022 -0.15764999999999998 -0.082619999999999985 -0.081774999999999987 -0.014924999999999999 0.085875000000000021 -0.0063699999999999989 -0.096384999999999985 -0.077844999999999984 -0.071389999999999995 0.10583000000000002 0.020110000000000006 -0.088004999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 19 5 7 18 -1 15 10 20 26 -4 -8 -11 -9 21 -18 -3 23 22 -17 -6 -2 25 -24 -10
right_child=1 2 12 -5 9 -7 13 8 11 14 -12 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 24 -25 -26 -27 -28
leaf_value=0.00097010116192703104 0.00057157782053947879 0.00042315386067420986 5.0120551660138599e-05 0.00039952794589230973 0.00065042881239211418 0.00059173202154955118 0.00058619109679068041 0.00066353275698413747 0.00080723546047174635 0.0004648481553895109 0.00059433911237510352 0.00057293645091610081 0.0002717608658956267 0.00039571779790550915 0.00067858914512614488 0.00096685308902113578 0.00065448797026606642 0.00079966063469107682 0.00025426385670835439 0.00080823796135478512 0.00087835885394441386 0.00085007116601673767 0.00077807087299820493 0.00070648648713137645 0.00084016588355838187 0.00066457094247113376 0.0007181243832263119
leaf_weight=83 52 58 52 78 60 67 98 52 61 63 96 89 95 66 57 58 58 990 81 54 52 257 62 60 59 54 52
leaf_count=83 52 58 52 78 60 67 98 52 61 63 96 89 95 66 57 58 58 990 81 54 52 257 62 60 59 54 52
internal_value=0 0.000438562 0.00034956 0.000602561 0.00076671 0.000790453 0.000425109 0.000798264 0.000789422 0.000683232 0.000719661 0.000681414 0.000193597 0.000509752 0.000566669 0.000804816 0.00081018 0.00079166 0.000324989 0.00069775 0.000761458 0.000871686 0.00073544 0.000644165 0.000764386 0.000725538 0.00076654
internal_weight=0 694 450 244 2270 1767 303 1700 1617 503 383 202 147 164 120 1415 1363 1048 139 166 287 315 235 112 175 116 113
internal_count=2964 694 450 244 2270 1767 303 1700 1617 503 383 202 147 164 120 1415 1363 1048 139 166 287 315 235 112 175 116 113
is_linear=0
shrinkage=0.0032998


Tree=8668
num_leaves=26
num_cat=0
split_feature=1 133 2 1213 3 2 3 16 1456 0 1456 133 42 14 133 0 39 3 402 4 42 394 12 2 12
split_gain=0.120246 0.11041 0.103952 0.0991106 0.141364 0.0984698 0.0968203 0.0905041 0.0846571 0.078742 0.0932513 0.0835039 0.0802068 0.0736745 0.0831892 0.0923667 0.187676 0.148264 0.0874201 0.0554339 0.0553393 0.0478654 0.0474588 0.0319263 0.0181483
threshold=0.087720000000000006 -0.24159999999999995 0.25063000000000007 0.010565000000000001 -0.085784999999999986 0.081935000000000022 0.094635000000000011 -0.077049999999999993 -0.0022699999999999994 -0.080809999999999979 -0.090374999999999997 0.10681500000000001 -0.090104999999999977 -0.13131999999999996 -0.0072199999999999999 -0.087604999999999975 0.085765000000000022 0.10766000000000002 0.012085000000000002 -0.081244999999999998 0.078120000000000009 -0.014749999999999997 0.083335000000000006 0.094580000000000011 0.088590000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 8 5 -5 7 9 -1 -3 10 -7 12 -11 -10 18 17 -17 -16 -15 -6 -14 -12 -23 -13 -21
right_child=1 2 -4 4 19 6 -8 -9 13 11 21 23 20 14 15 16 -18 -19 -20 24 -22 22 -24 -25 -26
leaf_value=0.0038421442381163127 0.0089083502786702125 0.0073980737677630899 -0.0056357540255523031 0.013345284155895171 0.00036090290128009344 -0.0028280047627472272 0.010275743786325932 0.013490305539151391 0.0058781000307552445 0.0046849404022662085 0.0082980276693108632 0.0013222909604154306 -0.0045432578556166558 -0.008261222205923022 -0.0034067676740557598 0.0044168281412823298 -0.0044131365590966689 0.0041819218973212259 0.0010960980919597848 0.0043620027795943407 0.00032609169787171591 0.00050216481772321405 0.0044466286643897292 0.0066416698536867621 0.008757243707283759
leaf_weight=60 60 73 55 74 60 55 52 52 97 75 78 52 106 53 202 425 81 114 60 52 174 102 605 87 60
leaf_count=60 60 73 55 74 60 55 52 52 97 75 78 52 106 53 202 425 81 114 60 52 174 102 605 87 60
internal_value=0 0.00186291 0.00149694 0.00404463 0.00718233 0.00352816 0.00313822 0.00833769 0.00185359 0.00285865 0.00385111 0.00116741 -0.00019685 0.00145965 0.000999342 0.00158937 0.00299979 -0.00066339 -0.00327683 0.00452038 -0.00151089 0.00432136 0.0038801 0.00466461 0.00673264
internal_weight=0 1220 1160 1744 246 1498 1386 112 1105 1334 840 494 355 1032 935 822 506 316 113 172 280 785 707 139 112
internal_count=2964 1220 1160 1744 246 1498 1386 112 1105 1334 840 494 355 1032 935 822 506 316 113 172 280 785 707 139 112
is_linear=0
shrinkage=0.16829


Tree=8669
num_leaves=23
num_cat=0
split_feature=3 399 399 1213 12 3 2 0 16 130 12 2 1 16 4 1 2 4 16 3 15 4
split_gain=0.115675 0.0919379 0.0942892 0.0742258 0.0816843 0.0798777 0.0940039 0.0806892 0.0961952 0.0904814 0.07937 0.0700806 0.0978054 0.0611165 0.110889 0.0650249 0.0609408 0.0595163 0.0950982 0.052334 0.0334201 0.0431091
threshold=0.3148450000000001 0.08845500000000002 0.099875000000000019 0.010565000000000001 0.084735000000000019 0.10514500000000002 0.088005000000000014 -0.076914999999999997 -1.0000000180025095e-35 0.079945000000000002 0.085325000000000012 0.11165000000000001 0.11497000000000002 -0.42170999999999997 0.032770000000000001 0.087055000000000007 0.11771500000000001 0.082475000000000007 0.066010000000000013 -0.074234999999999982 0.08487500000000002 -0.081049999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 8 9 -1 -10 -7 -13 16 15 -15 -8 18 -9 -16 -6 -22
right_child=-2 2 -4 4 20 11 13 17 10 -11 -12 12 -14 14 19 -17 -18 -19 -20 -21 21 -23
leaf_value=0.0030201231400819439 -0.0032134333869081396 -0.0069810079668918843 0.0029971807398533144 0.011608881342325012 0.0068363708045161512 0.010324827174291014 0.0018923140007151486 -0.002613658994279725 0.013483704914350152 0.0095705582727290284 0.004908479795796194 -0.0017333935502818363 0.0085654991696551292 0.0026564470913254938 0.00012582388014544343 -0.00081828078564334119 0.0091084793039452258 0.0062560912354362331 0.0039893850722882394 -0.0052618847452364 -0.0012429704190166848 0.0050058722721192661
leaf_weight=663 93 54 53 53 83 70 88 150 55 66 71 52 52 614 100 202 54 54 105 103 52 77
leaf_count=663 93 54 53 53 83 70 88 150 55 66 71 52 52 614 100 202 54 54 105 103 52 77
internal_value=0 0.00280846 -0.00202175 0.0029961 0.00568039 0.00271073 0.00244916 0.00351886 0.00436198 0.00361563 0.00866589 0.00619545 0.00339878 0.00137515 0.000917152 0.00179408 0.00464914 0.00118015 9.81961e-05 -0.00259899 0.00418979 0.00247303
internal_weight=0 2871 107 2764 265 2499 2325 1164 855 729 126 174 104 1161 1019 816 142 309 255 203 212 129
internal_count=2964 2871 107 2764 265 2499 2325 1164 855 729 126 174 104 1161 1019 816 142 309 255 203 212 129
is_linear=0
shrinkage=0.16829


Tree=8670
num_leaves=18
num_cat=0
split_feature=9 1443 4 159 10 159 4 1453 11 51 11 4 3 52 43 43 2
split_gain=0.08165 0.0713248 0.0896974 0.0863968 0.161648 0.11784 0.0994221 0.0854432 0.079391 0.10625 0.0677174 0.0669382 0.0791088 0.0540341 0.0483827 0.0435168 0.0427262
threshold=0.085555000000000006 0.088930000000000023 -0.078249999999999986 0.10610000000000001 -0.0096749999999999978 0.096205000000000027 0.31392000000000003 -0.011369999999999998 0.08235000000000002 -0.087829999999999978 1.0000000180025095e-35 -0.15366499999999997 -0.085374999999999993 -0.015539999999999998 -0.071734999999999979 -0.078039999999999984 0.084725000000000009
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 7 15 -6 9 -1 -9 13 14 -11 -13 -5 -14
right_child=-2 -3 3 6 5 -7 -8 10 -10 11 -12 12 16 -15 -16 -17 -18
leaf_value=-0.0006302260765634342 -0.0019849367347388662 -0.0029694019382780386 0.011053814718961457 -0.0014470474011733568 0.0088477349931886592 0.0096365199132990801 -0.0066821521038991204 0.0018086974031492782 -0.0003192748981019591 0.0049611667017540875 0.0079436147628849738 0.0054275874227358674 0.0094042909602776587 0.0117449154738111 0.0014085622387452605 0.0052290814429538776 0.0050330282807053072
leaf_weight=83 93 54 66 55 54 64 59 1465 85 57 53 157 125 84 188 55 134
leaf_count=83 93 54 66 55 54 64 59 1465 85 57 53 157 125 84 188 55 134
internal_value=0 0.00307112 0.00318893 0.00251949 0.00288014 0.0025493 -0.00110198 0.00225962 0.00455882 0.00506176 0.00202408 0.00569832 0.00492101 0.00901529 0.00324272 0.00187468 0.00714965
internal_weight=0 2838 2784 1871 1702 1636 169 1572 913 828 1518 745 604 141 345 110 259
internal_count=2931 2838 2784 1871 1702 1636 169 1572 913 828 1518 745 604 141 345 110 259
is_linear=0
shrinkage=0.16829


Tree=8671
num_leaves=22
num_cat=0
split_feature=50 50 50 159 0 0 482 484 49 47 0 13 157 2 43 1 480 43 159 160 43
split_gain=0.10111 0.120325 0.0699536 0.0666056 0.169621 0.0922726 0.0726137 0.0976443 0.115339 0.0676348 0.119847 0.0707731 0.0553836 0.0532454 0.0520631 0.0556227 0.0517719 0.0562096 0.0330004 0.0295685 0.0122823
threshold=0.067370000000000013 0.08981500000000002 0.12689000000000003 -0.021529999999999997 -0.072624999999999981 -0.22745499999999999 0.088055000000000008 0.091180000000000011 0.13281000000000001 0.096300000000000011 -0.094139999999999988 -0.10142999999999998 -1.0000000180025095e-35 0.090485000000000024 -0.013164999999999998 0.089605000000000018 0.089675000000000019 -0.025079999999999995 -0.081944999999999976 -0.39860499999999993 -0.083944999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 13 4 16 -5 7 8 9 11 -11 -7 -8 14 18 -16 17 -1 -3 -4 -20
right_child=1 2 19 5 -6 6 12 -9 -10 10 -12 -13 -14 -15 15 -17 -18 -19 20 -21 -22
leaf_value=0.0029677251443848023 0.010389846294075388 0.0051183429226319219 0.0030444727433844281 -0.0030377798647093428 -0.0087506858422497849 -0.0014406994427680502 0.0018739905471363419 0.0079986596624863886 0.0099543504826022401 0.012041728990021146 0.0022425791262191638 0.0022334843077642889 -0.0057376098176995611 0.0084833965169151468 0.0021624921742260327 0.0095351768069497772 0.0061424839742863649 -0.0042528405769812396 0.0017059312482938334 -0.002119773324216648 -0.0016800712618781587
leaf_weight=72 82 55 54 90 57 165 56 94 56 53 108 1435 52 79 53 66 54 53 66 75 56
leaf_count=72 82 55 54 90 57 165 56 94 56 53 108 1435 52 79 53 66 54 53 66 75 56
internal_value=0 0.00440053 0.00342251 0.00192538 -0.000750096 0.00222563 0.00246114 0.00270144 0.00242641 0.002186 0.00547955 0.00185346 -0.00177422 0.00458541 0.003539 0.00626664 0.00178754 -7.94221e-05 0.00169501 2.80771e-05 0.000136974
internal_weight=0 586 504 2345 236 2109 2019 1911 1817 1761 161 1600 108 375 296 119 179 125 177 129 122
internal_count=2931 586 504 2345 236 2109 2019 1911 1817 1761 161 1600 108 375 296 119 179 125 177 129 122
is_linear=0
shrinkage=0.16829


Tree=8672
num_leaves=14
num_cat=0
split_feature=393 44 0 4 52 4 1444 3 13 9 1 4 4
split_gain=0.0730329 0.0681787 0.105936 0.10922 0.103355 0.0910109 0.0856551 0.0784294 0.290364 0.133718 0.0848881 0.0760179 0.0713785
threshold=0.10760500000000002 1.0000000180025095e-35 -0.15184499999999998 0.51326500000000019 0.013340000000000001 0.00023500000000000005 -0.078609999999999985 -0.14719499999999996 0.044405000000000007 0.086320000000000022 0.14132000000000003 -0.42305999999999994 0.41315500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 -1 -4 8 -8 10 -9 -10 -7
right_child=-2 -3 3 -5 -6 12 7 9 11 -11 -12 -13 -14
leaf_value=0.0059246242045874571 0.0081559937657970077 0.0075210006954375642 -0.0044006096395382719 -0.0039529358125766608 -0.0079104382108880923 -0.0064960658207317687 0.015851557879812919 0.0022049132398256101 0.0053226452794742467 -0.0060245586761637736 0.0090973350293524456 -0.0032870540890454786 0.0019482686496883155
leaf_weight=56 54 60 53 82 57 58 56 2177 59 55 52 57 55
leaf_count=56 54 60 53 82 57 58 56 2177 59 55 52 57 55
internal_value=0 0.00189827 0.00177787 0.00208298 -0.00171211 0.000367822 0.00228096 0.00242588 0.00589745 0.00216366 0.00236651 0.00107653 -0.00237009
internal_weight=0 2877 2817 2591 226 169 2509 2456 172 2284 2229 116 113
internal_count=2931 2877 2817 2591 226 169 2509 2456 172 2284 2229 116 113
is_linear=0
shrinkage=0.16829


Tree=8673
num_leaves=23
num_cat=0
split_feature=50 159 50 456 51 3 10 376 49 13 0 0 3 1 50 157 400 3 50 376 0 13
split_gain=0.0616792 0.111976 0.154157 0.0852119 0.0838848 0.161139 0.143255 0.08596 0.0640193 0.055441 0.0874564 0.0663376 0.0658138 0.0865199 0.0547436 0.0515941 0.049253 0.0458002 0.0349544 0.0251422 0.0206074 0.0177146
threshold=0.081580000000000014 0.014225000000000003 0.08981500000000002 0.087575000000000014 0.088940000000000005 -0.081864999999999979 -0.092019999999999977 0.083705000000000016 -0.06017999999999999 0.065520000000000009 -0.080674999999999983 0.019150000000000004 -0.14539499999999997 0.092395000000000019 0.12689000000000003 -1.0000000180025095e-35 -0.064664999999999986 -0.080624999999999988 0.10718500000000002 0.086445000000000008 -0.081294999999999992 -0.070004999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 14 6 -6 -1 9 -7 12 -11 -12 -8 16 15 -4 -14 -15 20 -9 -17 -20
right_child=1 -3 3 -5 5 8 7 19 -10 10 11 -13 13 17 -16 18 -18 -19 21 -21 -22 -23
leaf_value=-0.0069029358880389503 0.012046808364830523 -0.003955139644832871 0.0097527540616712052 -0.0034365608044709369 -0.01011604434334033 0.0055434672579432413 0.0064261938185165325 0.0091339241172091763 -0.002454083740666994 -0.00020655550141893299 0.0095480967344082936 0.0027594217654628764 0.0048124878530978734 -0.0054861072115342021 0.00032716787667200529 -0.00015985626738938168 0.0013384284432937843 -0.00038356262102147909 0.0037382670069924123 0.0038655341690854812 0.0039682406926787915 0.0079808533573624881
leaf_weight=55 60 55 52 52 52 52 66 52 62 95 83 82 129 58 99 63 1159 361 54 54 73 63
leaf_count=55 60 55 52 52 52 52 66 52 62 95 83 82 129 58 99 63 1159 361 54 54 73 63
internal_value=0 0.00324689 0.00401803 0.00295767 0.00129431 -0.00234896 0.00157078 0.00178951 0.00117816 0.00154474 0.00384285 0.00618522 0.00120672 0.00100386 0.00378513 0.00490166 0.00168777 -0.00109417 0.0038975 0.00646698 0.00204275 0.00603809
internal_weight=0 571 516 456 2360 166 2194 2139 114 2033 260 165 1773 1707 404 305 1288 419 253 106 136 117
internal_count=2931 571 516 456 2360 166 2194 2139 114 2033 260 165 1773 1707 404 305 1288 419 253 106 136 117
is_linear=0
shrinkage=0.16829


Tree=8674
num_leaves=26
num_cat=0
split_feature=12 15 1212 481 3 12 3 40 1 1 1 3 10 40 3 43 15 12 43 402 484 49 402 15 3
split_gain=0.0566689 0.0524415 0.151462 0.060875 0.0590401 0.0670718 0.0570449 0.0540264 0.0581182 0.0746816 0.0661512 0.146522 0.0703265 0.11395 0.0601402 0.0500772 0.0447055 0.146537 0.0615622 0.0525889 0.0428328 0.0502723 0.0383689 0.0274606 0.0170004
threshold=0.11755500000000001 0.079600000000000018 0.054415000000000012 -0.084114999999999981 -0.09738999999999999 0.093065000000000009 -0.08867499999999999 0.088710000000000011 0.085550000000000015 0.078320000000000015 0.10877000000000002 -0.095789999999999986 -0.00189 -1.0000000180025095e-35 -0.018854999999999997 -0.049999999999999996 0.092705000000000023 0.091735000000000025 -0.070414999999999991 -0.020594999999999999 -0.0072949999999999994 0.10208500000000002 -0.004559999999999999 0.084785000000000013 -0.084794999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -3 5 -5 23 8 9 20 12 -12 -10 -14 -13 -2 17 19 -18 -8 24 -22 -20 -6 -1
right_child=15 3 -4 4 6 -7 16 -9 10 -11 11 14 13 -15 -16 -17 18 -19 22 -21 21 -23 -24 -25 -26
leaf_value=0.0059769109978032187 -0.0053981431931003692 -0.0021926799813722308 -0.0068475711412110023 0.0098528163951042726 0.0025518374654572074 0.0017756505781322304 0.0071927335013536346 0.0063162334507697818 -0.0070729128383479308 0.0069760578700559326 0.0097917251867317336 -0.0028999863539625843 0.0065444771541100467 -0.0016477608074247148 0.0018898453194609211 0.0012679265387923037 -0.0027540474290208643 0.011623513173323188 -2.8291374915191829e-05 0.0015993659579585341 -0.00022451136527177969 0.0035089639322157537 0.0043801512182649526 -0.0021643636233931521 0.0026092505591486736
leaf_weight=64 64 72 67 68 53 52 60 59 52 82 55 106 56 339 247 63 72 64 85 238 375 140 159 102 137
leaf_count=64 64 72 67 68 53 52 60 59 52 82 55 106 56 339 247 63 72 64 85 238 375 140 159 102 137
internal_value=0 0.00155164 0.000997527 0.0025116 0.0028689 0.00636768 0.00236272 0.0013056 0.00112567 0.00215875 0.000159357 0.00171063 -0.00125255 -0.000481781 0.000446449 -0.00207721 0.003029 0.00430859 0.00155745 0.00273158 0.00160454 0.000786925 0.00283706 -0.000540136 0.00369048
internal_weight=0 2804 1779 1025 953 120 833 1712 1653 798 855 408 447 395 353 127 678 362 316 298 716 515 244 155 201
internal_count=2931 2804 1779 1025 953 120 833 1712 1653 798 855 408 447 395 353 127 678 362 316 298 716 515 244 155 201
is_linear=0
shrinkage=0.16829


Tree=8675
num_leaves=26
num_cat=0
split_feature=12 2 2 13 2 2 43 3 3 43 3 0 13 43 3 3 0 0 123 12 3 52 0 16 133
split_gain=3.36558 0.845989 0.67551 0.541081 0.413147 0.253223 0.2244 0.377387 0.197733 0.432223 0.337962 0.158664 0.175102 0.15616 0.153518 0.275257 0.119811 0.101122 0.0853147 0.0843176 0.10834 0.0567497 0.105097 0.0514466 0.0430685
threshold=0.056995000000000011 0.14744000000000002 0.13631000000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.10179000000000001 -0.073404999999999984 0.28833000000000003 -0.0024599999999999995 -0.087099999999999997 0.10402500000000002 -0.064734999999999987 -0.13226499999999999 -0.065749999999999989 -0.23098999999999997 -0.097199999999999995 -0.094299999999999981 -0.099704999999999974 0.084380000000000024 0.083335000000000006 -0.081224999999999978 0.048535000000000002 -0.066734999999999975 -0.044939999999999987 0.017095000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 -2 11 18 16 9 -5 17 12 -6 -13 -7 -16 -8 -10 -1 -14 -21 22 -17 -12 -23
right_child=2 -3 -4 8 5 14 7 -9 10 -11 23 13 19 -15 15 21 -18 -19 -20 20 -22 24 -24 -25 -26
leaf_value=0.00022053397795350908 0.00042414590148130693 0.00015138596124708787 0.00034537248418117805 0.00065984693291555661 0.00093002333876510102 0.00079198523237970569 0.00071737556589492296 0.00028504174278565187 0.0006646412701829422 0.00026403834536113674 0.00056088956906857293 0.00048741967923309946 0.0006203514081710241 0.00074045433884795803 0.00038599617586761024 0.00050350468293470022 0.00048975208177838743 0.0008484928468609639 0.00037154520575375137 0.00076333662478486695 0.00070344951256744398 0.00063630650293517018 0.00070703854194211348 0.0004248391473391431 0.00077502873588066563
leaf_weight=71 54 90 57 60 54 57 52 67 99 61 68 56 69 53 53 61 52 52 101 947 539 52 54 61 56
leaf_count=71 54 90 57 60 54 57 52 67 99 61 68 56 69 53 53 61 52 52 101 947 539 52 54 61 56
internal_value=0 0.000454123 0.000701035 0.000490697 0.000710649 0.000718175 0.00039415 0.000479175 0.000573192 0.000460598 0.000621723 0.000734447 0.000742803 0.000610778 0.000634116 0.000601385 0.000603903 0.000728188 0.000309414 0.000736279 0.000741638 0.000652418 0.000599383 0.000496829 0.000708563
internal_weight=0 834 2162 744 2105 2051 343 171 401 121 280 1718 1609 109 333 276 104 151 172 1555 1486 223 115 129 108
internal_count=2996 834 2162 744 2105 2051 343 171 401 121 280 1718 1609 109 333 276 104 151 172 1555 1486 223 115 129 108
is_linear=0
shrinkage=0.0032998


Tree=8676
num_leaves=30
num_cat=0
split_feature=12 3 123 12 16 40 3 3 15 16 157 16 3 159 16 40 10 15 402 402 3 16 41 1375 3 16 16 42 42
split_gain=2.55459 0.670597 0.682715 0.560753 0.310288 0.242817 0.376234 0.266907 0.239398 0.233764 0.218632 0.137338 0.135129 0.151972 0.116856 0.110111 0.155286 0.0981245 0.0883714 0.375791 0.0872749 0.0849088 0.0819671 0.0750666 0.0732439 0.0689844 0.0592818 0.0630717 0.0482816
threshold=0.056995000000000011 0.28833000000000003 0.081180000000000016 0.10331000000000001 -0.25397999999999993 -0.0020749999999999996 -0.00083499999999999991 0.10021000000000001 -0.031624999999999993 -0.50875499999999996 -0.00172 0.10134000000000001 -0.081224999999999978 0.0089800000000000019 -0.008069999999999999 -0.08095999999999999 -1.0000000180025095e-35 -0.067614999999999995 0.08406000000000001 0.090840000000000018 -0.086424999999999988 -0.116045 1.0000000180025095e-35 -0.077354999999999993 -0.23394499999999999 0.19384500000000002 -0.031234999999999999 0.082495000000000013 -0.048914999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 -1 14 8 -8 -2 -6 28 18 25 -7 16 -4 -9 22 -20 -21 -3 23 -11 -25 26 27 -14 -12
right_child=3 21 15 4 10 6 7 17 -10 12 11 -13 13 -15 -16 -17 -18 -19 19 20 -22 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=0.00069655693844380702 0.00041043508638646445 0.00025310943007895808 0.00020425753817882435 0.00023901858345949786 0.00032311595018873521 0.0004180534533318646 0.00050990557598896719 0.00053553636241015568 0.00077633991787147286 0.00077890366114561054 0.00067567209954841432 0.00041956595810679708 0.00050647437839384049 0.00044146154908428507 0.00020254978473243141 0.00019237262433556405 0.00042674325582494867 0.00036107990969163635 0.00034337467612932004 0.00059185100314203644 0.00077666050559343559 7.4721213216051008e-05 0.0007797836473387214 0.00076181992549669811 0.00063812122803771378 0.00051730356003301203 0.0007030351742212832 0.00062507420512556225 0.00055934101294063444
leaf_weight=58 56 53 58 52 52 52 86 59 66 52 73 57 63 70 60 97 86 93 52 60 57 66 63 59 833 83 88 293 99
leaf_count=58 56 53 58 52 52 52 86 59 66 52 73 57 63 70 60 97 86 93 52 60 57 66 63 59 833 83 88 293 99
internal_value=0 0.000384293 0.000422494 0.000599425 0.000474432 0.000495297 0.000467152 0.000527543 0.000625826 0.000622163 0.000517871 0.000561941 0.00062883 0.000587774 0.00030292 0.00027916 0.000337376 0.000429028 0.000649642 0.000578146 0.000682188 0.000154467 0.000661606 0.000653682 0.000646343 0.000607142 0.000623856 0.000604185 0.000608919
internal_weight=0 834 715 2162 333 474 416 304 152 1829 281 229 1773 597 112 241 144 152 1176 169 117 119 1007 944 892 527 444 356 172
internal_count=2996 834 715 2162 333 474 416 304 152 1829 281 229 1773 597 112 241 144 152 1176 169 117 119 1007 944 892 527 444 356 172
is_linear=0
shrinkage=0.0032998


Tree=8677
num_leaves=40
num_cat=0
split_feature=1 1 155 15 2 2 2 2 156 1 51 2 12 160 42 150 15 15 15 159 159 42 42 42 15 12 12 51 1 4 133 1 49 2 2 42 402 42 4
split_gain=5.538 0.789355 0.524117 0.496554 0.308917 0.61393 0.289269 0.192742 0.209291 0.249729 0.15313 0.156098 0.150356 0.137443 0.134806 0.11646 0.110629 0.170995 0.107792 0.107509 0.115132 0.0899973 0.0862207 0.0720149 0.090271 0.133131 0.068797 0.0565814 0.0475654 0.0702355 0.083353 0.0416941 0.0413759 0.0368282 0.0363252 0.039623 0.0338186 0.0252786 0.0126999
threshold=0.10575500000000002 0.14547000000000002 0.088680000000000023 0.062230000000000008 -1.0000000180025095e-35 1.0000000180025095e-35 -0.080859999999999974 0.092250000000000013 0.090135000000000007 0.081315000000000012 0.0045000000000000014 0.086895000000000014 0.090455000000000021 0.0065900000000000012 0.08511500000000001 1.0000000180025095e-35 -0.43091499999999999 -0.075094999999999981 -0.035654999999999992 0.087410000000000015 0.10467500000000002 -0.049389999999999996 0.073240000000000013 0.087475000000000011 0.087670000000000012 0.087745000000000004 0.11160500000000002 -0.098264999999999977 0.094485000000000013 -0.068329999999999988 -0.020429999999999997 0.086115000000000011 0.047620000000000003 0.10384 0.083595000000000017 -0.080354999999999982 -0.21394499999999997 -0.092919999999999989 -0.084704999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 -2 -6 -1 10 9 13 19 -12 14 21 22 -11 -7 32 -19 27 -21 -9 34 -16 -25 -26 28 -8 29 30 -14 -29 -18 -15 -5 37 -32 -36 -37
right_child=1 -3 -4 12 5 16 7 8 -10 15 11 -13 26 33 23 -17 17 18 -20 20 -22 -23 -24 24 25 -27 -28 31 -30 -31 36 -33 -34 -35 35 38 -38 -39 -40
leaf_value=0.00044898197613124825 0.00022675300650837029 9.7291731553999982e-05 0.00074257221745475477 0.00073105654189770434 0.00066619807886496394 0.0004680974713469903 0.00067409413269120934 0.00071536556699052845 0.00078942582701345811 0.00058943382582091902 0.00052120388700370034 0.00075795752694174574 0.00085511285311743758 0.00082526202969398013 0.00097311100215632614 0.00038725273348400182 0.00017416965542228755 0.00052259845013710986 0.00031051069102118559 0.00055321656086401597 0.00076695691750101208 0.00057951038008728943 0.00064756250831226009 0.0009442876285061096 0.00066134317543590821 0.00088968162186396681 0.0006214091108445414 0.00081824791268293132 0.00084262043396369948 0.00063564111830848361 0.00064513781615102431 0.00073670910744370432 0.00030266444992848972 0.00069838336756555439 0.00082679504645631987 0.00082434946692237971 0.00074964083996483433 0.00071474697994500995 0.00091070744698301188
leaf_weight=56 98 93 52 80 95 79 52 81 99 68 70 56 74 57 65 60 62 54 53 55 59 176 54 62 54 62 56 271 56 68 53 107 52 56 52 55 139 53 52
leaf_count=56 98 93 52 80 95 79 52 81 99 68 70 56 74 57 65 60 62 54 53 55 59 176 54 62 54 62 56 271 56 68 53 107 52 56 52 55 139 53 52
internal_value=0 0.000378759 0.000426725 0.000725431 0.000393339 0.00043458 0.000682863 0.000693172 0.000649529 0.000621648 0.000732007 0.000626707 0.00077981 0.000665388 0.000814961 0.000494937 0.000361117 0.000322716 0.000417875 0.000756331 0.000664146 0.000622466 0.000772254 0.000875624 0.000839826 0.00078369 0.00073331 0.000780689 0.000749287 0.000733533 0.000758426 0.00079526 0.00023309 0.000762696 0.000795193 0.000819229 0.000720977 0.000770573 0.000866647
internal_weight=0 638 545 2358 493 395 1323 1267 597 498 670 126 1035 370 589 128 300 221 107 544 114 257 346 243 178 116 446 430 390 334 266 378 114 113 292 212 192 105 107
internal_count=2996 638 545 2358 493 395 1323 1267 597 498 670 126 1035 370 589 128 300 221 107 544 114 257 346 243 178 116 446 430 390 334 266 378 114 113 292 212 192 105 107
is_linear=0
shrinkage=0.0032998


Tree=8678
num_leaves=12
num_cat=0
split_feature=33 9 11 1 41 51 130 2 1 1 1
split_gain=0.200941 0.137154 0.0894854 0.146147 0.0884247 0.0656286 0.103392 0.0735235 0.103314 0.024436 0.0194315
threshold=1.0000000180025095e-35 -1.0000000180025095e-35 0.078340000000000007 0.086470000000000005 0.07677500000000001 0.22315500000000002 -0.12279499999999997 0.14253500000000002 0.12864500000000004 0.107725 0.13601500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -3 8 -8 -5 -9
right_child=-2 2 3 9 -6 -7 7 10 -10 -11 -12
leaf_value=-0.0046331986658960812 -0.0068148160494160889 0.010134472372309933 -0.0079933281988199024 0.0037356774643828284 0.0083722876892079034 -0.0032003005395454327 0.0025958685130915938 -0.0039262945866831008 0.0085489343909029153 -0.00080454862807172818 0.00041681037760507198
leaf_weight=77 69 53 58 89 79 53 2262 52 86 53 65
leaf_count=77 69 53 58 89 79 53 2262 52 86 53 65
internal_value=0 0.00236706 0.00255682 -0.000868894 0.00281604 0.00264461 0.00276835 0.00260924 0.00281468 0.00202843 -0.0014981
internal_weight=0 2927 2850 200 2650 2571 2518 2465 2348 142 117
internal_count=2996 2927 2850 200 2650 2571 2518 2465 2348 142 117
is_linear=0
shrinkage=0.16829


Tree=8679
num_leaves=16
num_cat=0
split_feature=8 4 0 0 1374 16 48 4 0 1 0 4 159 51 0
split_gain=0.114885 0.114799 0.0947793 0.131455 0.105075 0.0899867 0.146413 0.124644 0.0737465 0.110283 0.0725711 0.068527 0.0880515 0.0811006 0.0503127
threshold=0.084325000000000011 -0.51323499999999989 -0.13409999999999997 -0.25490999999999991 0.086000000000000007 -0.33811499999999994 0.092205000000000023 -0.029404999999999997 0.13304000000000002 0.15028500000000003 -0.16926499999999997 0.053925000000000008 0.08573500000000002 0.11444000000000001 -0.16199999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 8 10 7 -7 9 11 -5 13 -13 -4 -9
right_child=-2 2 4 5 -6 6 -8 14 -10 -11 -12 12 -14 -15 -16
leaf_value=-0.0049883302685938694 -0.0054286840252087652 0.0074680406875298824 0.0030249087981783079 0.0064740747661104613 0.0097902232646906884 -0.00018610280194627691 0.004407243973874056 -0.01249561125304232 -0.0038552503824789593 0.010153878961115217 -0.0019880282871166401 -0.0011919403755465095 0.0044231726074772087 -0.0014356381295267796 -0.0054531953872382173
leaf_weight=66 61 55 1756 62 55 82 57 55 53 52 53 295 108 123 63
leaf_count=66 61 55 1756 62 55 82 57 55 53 52 53 295 108 123 63
internal_value=0 0.00194292 0.00210299 -0.000206295 0.00250752 -0.00134577 -0.00309982 -0.00524832 0.00233897 0.00248039 0.00255853 0.00230475 0.000308396 0.00273196 -0.0087509
internal_weight=0 2935 2869 427 2442 372 257 200 2387 2334 115 2282 403 1879 118
internal_count=2996 2935 2869 427 2442 372 257 200 2387 2334 115 2282 403 1879 118
is_linear=0
shrinkage=0.16829


Tree=8680
num_leaves=19
num_cat=0
split_feature=2 2 2 2 15 14 43 15 15 151 15 1429 31 47 1452 156 43 15
split_gain=3.008 1.28706 0.713215 0.62225 0.383826 0.313775 0.249152 0.225921 0.292944 0.17603 0.148572 0.142096 0.132309 0.0847765 0.0852669 0.0503614 0.103695 0.0268827
threshold=0.12026500000000001 -1.0000000180025095e-35 0.25063000000000007 0.10523 -0.07990499999999999 0.064610000000000015 -0.049999999999999996 -0.11277999999999998 -0.43091499999999999 0.042665000000000008 -0.024929999999999997 -0.070959999999999981 -0.079669999999999977 0.11224000000000002 0.087375000000000008 0.083785000000000012 -1.0000000180025095e-35 -0.12776499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 5 17 9 12 8 -2 11 -9 -3 -1 14 -13 16 -6 -5
right_child=2 3 -4 4 15 -7 -8 10 -10 -11 -12 13 -14 -15 -16 -17 -18 -19
leaf_value=0.00033683778061974884 0.00038857605286523098 0.00078171197598778119 -8.4455080089371147e-05 0.00037632526124969592 0.00060731386205006019 0.00083655401155699634 0.00046198431360779937 0.00050524922643279996 6.5992768265913507e-05 0.00046369779863266586 0.00029909546914961166 0.00062064256948450298 0.0001106165180785702 0.00051525780784977132 0.00075126961818376497 0.00064657845923744861 0.00045054622628597766 0.00027180447685639785
leaf_weight=59 57 63 57 54 92 76 89 79 67 78 76 1675 55 84 59 52 98 62
leaf_count=59 57 63 57 54 92 76 89 79 67 78 76 1675 55 84 59 52 98 62
internal_value=0 0.00058341 0.000251407 0.000604827 0.00047755 0.000627201 0.000330761 0.00032015 0.000214561 0.000619061 0.000404395 0.000625485 0.000228005 0.000620051 0.000625108 0.000552558 0.00052664 0.000320764
internal_weight=0 2596 336 2393 358 2035 203 279 124 1959 155 1881 114 1818 1734 242 190 116
internal_count=2932 2596 336 2393 358 2035 203 279 124 1959 155 1881 114 1818 1734 242 190 116
is_linear=0
shrinkage=0.0032998


Tree=8681
num_leaves=12
num_cat=0
split_feature=45 11 42 48 124 50 399 15 3 50 13
split_gain=0.122066 0.145499 0.22107 0.106454 0.0785524 0.0786147 0.0709307 0.070445 0.0891552 0.0617354 0.0128425
threshold=1.0000000180025095e-35 0.078340000000000007 0.083120000000000013 0.12036500000000001 -0.087319999999999995 -0.041284999999999995 0.091280000000000014 0.1208 -0.15041499999999997 -0.46098499999999992 0.095470000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 -1 9 7 8 -7 -6 -3
right_child=-2 2 -4 -5 5 6 -8 -9 -10 -11 -12
leaf_value=-0.0032707391570795728 0.0092263794957112531 0.0026818718291730104 -0.012092506917384732 -0.0039944850498551789 0.0017622375936811908 0.0091127992706125354 -0.0028231995093961396 -0.0018659914395525708 0.0025776226060397443 -0.0064186517628494946 -0.00073493992417553058
leaf_weight=76 60 56 54 85 52 61 71 97 2199 52 69
leaf_count=76 60 56 54 85 52 61 71 97 2199 52 69
internal_value=0 0.00155003 -0.0030923 0.00185926 0.00205074 0.00221117 0.00240561 0.00256388 0.00275481 -0.00231093 0.000781419
internal_weight=0 2872 179 2693 2608 2532 2428 2357 2260 104 125
internal_count=2932 2872 179 2693 2608 2532 2428 2357 2260 104 125
is_linear=0
shrinkage=0.16829


Tree=8682
num_leaves=17
num_cat=0
split_feature=49 1425 52 3 2 52 157 474 3 13 1429 12 3 3 133 12
split_gain=0.0954599 0.074101 0.0799032 0.166746 0.0756522 0.0846522 0.0750751 0.0762614 0.0809162 0.111412 0.0860473 0.069218 0.0647646 0.0503969 0.0378358 0.0361667
threshold=-0.15734499999999998 0.082985000000000017 0.056265000000000009 0.094635000000000011 0.10644500000000001 0.084805000000000019 -0.097234999999999974 0.097035000000000024 0.11878500000000002 -0.11210999999999999 0.086570000000000022 0.089435000000000014 0.0066850000000000008 -0.062694999999999987 0.09142500000000002 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 -2 8 10 -10 12 14 -8 -6 -7 -13
right_child=1 -3 3 -5 13 11 7 -9 9 -11 -12 15 -14 -15 -16 -17
leaf_value=-0.004199969931439387 -0.0050662523255328136 0.007345897741684369 0.008062442380359372 0.01058934940534908 0.0010148343750527285 0.0012361418611237405 0.00098060697209082621 0.0058435729401135339 0.00043925945181403736 -0.0092115598258748505 -0.0053099933425658791 0.0069004346398138933 0.0048075477667520565 -0.0057694785265672245 -0.0036352812180584643 0.0028547361017468667
leaf_weight=83 60 62 75 70 76 338 1300 87 93 53 57 85 139 52 52 250
leaf_count=83 60 62 75 70 76 338 1300 87 93 53 57 85 139 52 52 250
internal_value=0 0.00158438 0.00145557 0.00266277 0.00206292 0.0026716 0.000781119 0.000985075 0.000726557 -0.00305182 0.0010965 0.00211145 0.00135152 -0.00172726 0.000582012 0.00388662
internal_weight=0 2849 2787 998 928 800 1789 1729 1642 146 1496 725 1439 128 390 335
internal_count=2932 2849 2787 998 928 800 1789 1729 1642 146 1496 725 1439 128 390 335
is_linear=0
shrinkage=0.16829


Tree=8683
num_leaves=33
num_cat=0
split_feature=1 1 3 0 2 1 49 3 3 49 0 3 13 13 3 3 157 3 42 1429 0 15 15 48 0 2 402 13 1 1 1 2
split_gain=6.96234 1.76224 0.532219 0.487492 0.431911 0.358677 0.357073 0.344969 0.375759 0.27077 0.241493 0.215566 0.204671 0.183818 0.25698 0.129714 0.126933 0.0929218 0.113179 0.0849604 0.0718355 0.0638509 0.0633762 0.056476 0.055773 0.0471652 0.0461211 0.060603 0.0444317 0.0332083 0.0846278 0.0143623
threshold=0.10442000000000001 0.15720500000000001 -0.049204999999999992 -0.068419999999999995 0.11426500000000002 0.083250000000000005 -0.014479999999999998 0.085880000000000012 0.17351000000000003 -0.079769999999999994 -0.14755499999999996 -0.115685 -0.0073349999999999986 -0.0042049999999999995 -0.072649999999999978 -0.083874999999999991 -0.061169999999999995 -0.086254999999999984 0.083925000000000013 0.082890000000000005 -0.046614999999999997 -0.065419999999999992 0.088060000000000013 0.085760000000000017 -0.11262999999999999 0.11263500000000001 -0.11206999999999999 -0.083574999999999997 0.12019000000000001 0.088135000000000005 0.090355000000000005 0.08784500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 20 10 9 12 -9 -7 -1 -5 28 14 -13 17 -8 18 22 26 21 -2 -12 -10 -18 -15 -17 -28 -4 -26 -31 -19
right_child=1 -3 7 11 -6 6 16 8 23 -11 15 13 -14 25 -16 19 24 31 -20 -21 -22 -23 -24 -25 29 -27 27 -29 -30 30 -32 -33
leaf_value=0.0010928452144228567 0.00085454206880417949 -0.00011385622441621916 0.00047018626119787999 0.00058990888339421953 0.000414500213552348 0.00078740319643408557 0.00067662407505868769 0.00067939148458622499 0.00046765879998773136 0.00044978817353981203 0.0009394659392581024 0.00085894937347542682 0.00015921566643958598 0.00091727757169486656 0.00058795836613226076 0.00093628027292641937 0.00095478283987179683 0.0010152464047955257 0.00078365022013990218 0.00096954519257623842 0.00062161829484718399 0.00068930323886268251 0.00081723197762050145 0.00031047528191174563 0.00076652729709876207 0.0007838190738323203 0.00086569472443681942 0.00079286850936502191 0.00034124717492375986 0.00095138704515859403 0.0008161702571113839 0.00094210231975857704
leaf_weight=64 57 54 57 89 70 52 52 93 52 53 294 66 56 85 94 52 56 100 89 62 52 53 61 52 68 52 258 285 67 75 189 73
leaf_count=64 57 54 57 89 70 52 52 93 52 53 294 66 56 85 94 52 56 100 89 62 52 53 61 52 68 52 258 285 67 75 189 73
internal_value=0 0.000456925 0.000507594 0.000841451 0.000632271 0.000863456 0.000791526 0.000430777 0.000526481 0.000617324 0.000892729 0.000734012 0.000325837 0.000777076 0.000699962 0.000882648 0.000833017 0.000917728 0.000891598 0.000849651 0.000726152 0.000775247 0.000918562 0.000389406 0.000853886 0.000866879 0.000837099 0.000827536 0.000400802 0.000836761 0.000854718 0.000984586
internal_weight=0 663 609 2269 232 1883 545 377 197 105 1338 386 180 297 160 1274 440 617 444 657 162 110 355 104 388 137 595 543 124 332 264 173
internal_count=2932 663 609 2269 232 1883 545 377 197 105 1338 386 180 297 160 1274 440 617 444 657 162 110 355 104 388 137 595 543 124 332 264 173
is_linear=0
shrinkage=0.0032998


Tree=8684
num_leaves=21
num_cat=0
split_feature=1 151 3 1 0 12 2 11 1210 2 1213 48 3 3 2 0 1 0 1 12
split_gain=0.171654 0.0897804 0.0798567 0.0814402 0.102553 0.0781718 0.167721 0.0978411 0.0854137 0.0666844 0.0612753 0.058744 0.0552892 0.0539043 0.0497678 0.0493398 0.0515955 0.0268774 0.044555 0.0121642
threshold=0.15720500000000001 0.015440000000000001 0.057935000000000007 0.10152500000000002 -0.13619499999999998 -0.0066799999999999993 0.092935000000000004 0.078340000000000007 -0.080804999999999974 0.095850000000000005 -0.087639999999999982 0.088965000000000002 0.13772500000000001 -0.013174999999999997 0.085155000000000022 -0.074249999999999997 0.11597500000000001 -0.071749999999999994 0.10540500000000001 0.088185000000000013
decision_type=2 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 -1 8 19 -3 -10 14 -13 15 -4 -6 -17 18 -16 -7
right_child=-2 9 11 4 13 7 -8 -9 10 -11 -12 12 -14 -15 17 16 -18 -19 -20 -21
leaf_value=0.013543007172018912 -0.0076077886975298315 0.001376076135997259 0.010677943172217888 -0.0070351488385371778 0.0054290983505115211 -0.00038165629529276281 0.00084236257341052754 -0.0038781308980744707 0.00589766701600277 -0.0058550040745606689 0.0022653151335108412 0.0051214167903657131 -0.0026280784541591997 -0.0034062054784695811 0.0064993667236018151 -0.0022560546522925862 0.0027522220280799276 0.0075919292198164817 6.3518128005501432e-05 -0.0039469825967214257
leaf_weight=53 54 74 52 55 76 54 67 76 145 70 1502 52 52 72 61 106 129 63 62 57
leaf_count=53 54 74 52 55 76 54 67 76 145 70 1502 52 52 72 61 106 129 63 62 57
internal_value=0 0.00196277 0.00217881 0.00183365 -0.000236698 0.00229865 0.00646679 0.00202494 0.00228116 -0.00212656 0.00258619 0.00458768 0.00122939 0.00073489 0.00604762 0.00169938 0.000485525 0.00474346 0.00326989 -0.00222869
internal_weight=0 2878 2734 2392 438 1954 120 1834 1758 144 1647 342 104 383 238 311 235 186 123 111
internal_count=2932 2878 2734 2392 438 1954 120 1834 1758 144 1647 342 104 383 238 311 235 186 123 111
is_linear=0
shrinkage=0.16829


Tree=8685
num_leaves=21
num_cat=0
split_feature=1 3 3 2 123 123 2 0 43 0 3 1447 51 1 42 2 3 0 0 3
split_gain=5.26777 0.853488 0.666004 0.420091 0.438585 0.361876 0.349809 0.236332 0.282377 0.217307 0.194195 0.185484 0.158379 0.199481 0.145273 0.126555 0.25097 0.16979 0.109475 0.0935788
threshold=0.10921500000000002 -0.049204999999999992 0.11878500000000002 0.16730000000000003 0.089155000000000012 1.0000000180025095e-35 0.11504500000000002 -0.076589999999999978 -0.22971499999999997 -0.074679999999999983 0.11878500000000002 -0.085709999999999995 0.094655000000000003 0.099250000000000019 0.09087000000000002 0.11366500000000002 -0.23394499999999999 -0.052874999999999998 1.0000000180025095e-35 -0.081184999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 4 9 7 14 8 -1 10 -3 -10 13 -13 -2 16 -9 -17 19 -18
right_child=1 3 -4 -5 -6 -7 -8 15 11 -11 -12 12 -14 -15 -16 17 18 -19 -20 -21
leaf_value=0.00094684992029946265 0.00078127253705305259 0.00016347474928229258 0.00035651145672058415 6.834518710780589e-06 0.00011251697973629839 0.00053990567435675493 0.00036418026620706748 0.00090472167636591883 0.00090055050482842707 0.00054814737706668877 0.00041275349445463291 0.00074401142361462541 0.00087169080208394998 0.0005455466257728997 0.0005432693548204755 0.00072675874295183643 0.00078535062095492537 0.00048714914684189496 0.00057743372751283223 0.00066332323540733062
leaf_weight=89 57 53 52 55 81 100 70 65 91 71 98 1312 103 59 58 60 119 73 89 181
leaf_count=89 57 53 52 55 81 100 70 65 91 71 98 1312 103 59 58 60 119 73 89 181
internal_value=0 0.000367042 0.000727192 0.000272802 0.000320964 0.000735411 0.000549217 0.000744119 0.000764495 0.00039686 0.000325492 0.000754102 0.000745037 0.000735496 0.000661543 0.000686644 0.000713265 0.000595509 0.000681183 0.000711845
internal_weight=0 543 2393 358 303 2341 185 2241 1654 222 151 1565 1474 1371 115 587 454 133 389 300
internal_count=2936 543 2393 358 303 2341 185 2241 1654 222 151 1565 1474 1371 115 587 454 133 389 300
is_linear=0
shrinkage=0.0032998


Tree=8686
num_leaves=31
num_cat=0
split_feature=1 12 2 1 2 10 12 2 1 14 12 43 2 16 49 12 2 12 2 16 15 52 12 133 15 12 16 43 15 12
split_gain=11.9681 2.19538 1.17041 0.959118 0.768232 0.621108 0.600622 0.599934 0.447424 0.430239 0.386985 0.360821 0.343654 0.283772 0.362047 0.216333 0.215393 0.180777 0.152835 0.126293 0.248351 0.103897 0.100362 0.0896356 0.0731196 0.234665 0.0684222 0.0509964 0.0392079 0.0276453
threshold=0.10661000000000002 0.088325000000000015 0.098655000000000007 0.091725000000000015 0.11504500000000002 -0.00189 0.080635000000000012 -0.0050599999999999994 0.12040000000000002 0.064610000000000015 0.10061500000000002 -0.064539999999999986 0.10803500000000001 -0.031234999999999999 -0.011519999999999997 0.092605000000000007 0.090215000000000004 0.11534500000000002 0.14253500000000002 0.065285000000000024 -0.0070899999999999991 -0.09823999999999998 0.083885000000000015 0.085980000000000015 -0.040119999999999996 0.097145000000000023 -0.062279999999999995 -0.008069999999999999 -0.10114499999999998 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=2 5 3 9 10 -2 12 -5 28 13 -3 -10 -4 14 -1 19 22 24 -13 21 -21 -15 -16 26 29 -26 -9 -18 -7 -8
right_child=1 4 6 7 -6 8 17 23 11 -11 -12 18 -14 15 16 -17 27 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00076574150807890416 0.00011042381703048165 0.0010763702190520548 0.00084098950951252895 0.00055499187618436238 0.00045537426672649406 0.00063417774705313808 0.00086560154737843036 0.0010839602966083992 0.0001076123780180543 0.0013261762272840229 0.00073162964579790238 0.00051979174828455956 0.00052164385687818214 0.00098301778995033766 0.00094584523494451909 0.00096446373505557656 0.0010074298921337185 0.00079921198301983077 0.0002879146547472143 0.0011055418225141957 0.0014004836232017325 0.0011425584451634949 0.001094995826950099 0.00083155467679350652 0.0011882678935492559 0.00090599164745107093 0.00093195890438480629 0.00089752349002265364 0.00051562437922807376 0.00097130288421016879
leaf_weight=53 88 73 82 54 58 61 52 58 60 77 71 72 68 55 58 81 110 73 56 69 60 351 559 56 65 67 90 97 73 89
leaf_count=53 88 73 82 54 58 61 52 58 60 77 71 72 68 55 58 81 110 73 56 69 60 351 559 56 65 67 90 97 73 89
internal_value=0 0.000495526 0.00101432 0.00105298 0.000777242 0.000356643 0.00087174 0.000865846 0.000423824 0.00108371 0.000906639 0.00031955 0.000696454 0.00107118 0.00103257 0.0011261 0.00104969 0.000947629 0.000418621 0.00115051 0.001243 0.00112103 0.00108103 0.000947958 0.000987186 0.00104526 0.000991765 0.000956098 0.000569856 0.000932571
internal_weight=0 612 2324 1828 202 410 496 258 322 1570 144 188 150 1493 877 616 824 346 128 535 129 406 617 204 273 132 148 207 134 141
internal_count=2936 612 2324 1828 202 410 496 258 322 1570 144 188 150 1493 877 616 824 346 128 535 129 406 617 204 273 132 148 207 134 141
is_linear=0
shrinkage=0.0032998


Tree=8687
num_leaves=27
num_cat=0
split_feature=1 3 2 14 1 1 2 3 2 13 481 3 3 2 3 3 1 39 49 484 2 2 1 2 131 3
split_gain=7.11601 1.44808 0.6772 0.572848 0.481111 0.359648 0.324042 0.308367 0.242124 0.234865 0.126247 0.126886 0.16125 0.12276 0.112585 0.119081 0.108893 0.101241 0.0888828 0.0784429 0.073606 0.0593064 0.0485444 0.0299547 0.0157408 0.00704241
threshold=0.10661000000000002 -0.049204999999999992 0.099845000000000003 0.073890000000000011 0.12000500000000001 0.090650000000000022 -0.007134999999999999 -0.015474999999999997 0.11426500000000002 -0.0042049999999999995 -0.081369999999999984 0.083395000000000011 -0.029394999999999998 0.12469000000000001 -0.13827999999999999 -0.083644999999999983 0.11779500000000002 0.089940000000000006 -0.032374999999999994 -0.081614999999999979 0.090020000000000017 0.10803500000000001 0.096160000000000009 0.10709500000000001 0.08518000000000002 -0.078254999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 5 18 10 -7 13 16 17 19 12 20 14 -4 -16 -2 -6 -3 -1 -12 -9 24 -17 25 -8
right_child=1 4 7 -5 9 6 22 21 -10 -11 11 -13 -14 -15 15 23 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00082249339076004291 0.00073627436919633245 0.00028875437020074648 0.00084894907932855468 0.0010641996467270383 3.4621718953730857e-06 0.00044214348442707038 0.00062390152308596522 0.00057336568810326008 0.00042182470209510585 0.0003068940317717469 0.00080455053759428204 0.00065680395913784214 0.00096844425979929108 0.00055106974163502114 0.00055837469361775735 0.00078953543972807053 0.00055014723031840114 0.00016353969816204899 0.00045700362125145977 0.00098741179484063395 0.00074518156887617363 0.00042512471003308314 0.00078336624167225932 0.00069431854803666464 0.0007363976552387739 0.00069206999515845251
leaf_weight=77 80 59 65 79 87 55 52 68 76 73 841 79 58 54 58 72 64 86 87 60 342 57 98 99 56 54
leaf_count=77 80 59 65 79 87 55 52 68 76 73 841 79 58 54 58 72 64 86 87 60 342 57 98 99 56 54
internal_value=0 0.000359447 0.000759505 0.000788068 0.000239045 0.000775737 0.00067391 0.000647657 0.000573821 0.000149753 0.000797728 0.000787608 0.000795906 0.00069842 0.000725365 0.000690132 0.000653796 8.32419e-05 0.000389254 0.000894978 0.000787417 0.00050605 0.000722802 0.000734616 0.000685947 0.000658961
internal_weight=0 612 2324 1851 392 1772 315 473 220 246 1457 1320 1241 348 294 229 144 173 146 137 1183 125 260 171 162 106
internal_count=2936 612 2324 1851 392 1772 315 473 220 246 1457 1320 1241 348 294 229 144 173 146 137 1183 125 260 171 162 106
is_linear=0
shrinkage=0.0032998


Tree=8688
num_leaves=15
num_cat=0
split_feature=483 484 10 33 10 48 41 15 13 0 4 47 52 12
split_gain=0.112777 0.0944634 0.0927579 0.108929 0.126207 0.123896 0.105074 0.177902 0.0873813 0.131344 0.102306 0.0819883 0.0647891 0.0477728
threshold=0.097880000000000009 0.085640000000000008 0.053450000000000004 0.084300000000000014 -1.0000000180025095e-35 0.081890000000000004 0.078150000000000011 -0.060199999999999997 -0.088484999999999994 -0.14164999999999997 -0.080324999999999994 0.11224000000000002 -0.55901999999999985 0.09091500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 8 -8 9 -6 -11 12 -10 -13
right_child=1 -3 -4 -5 6 -7 7 -9 11 10 -12 13 -14 -15
leaf_value=-0.0077841776481089213 0.0051711802518682615 0.01395062221992909 -0.0020646614737758464 0.011377540765755869 0.0083329343173833524 0.0035563613755085124 0.0025697496923754279 0.015585917728761341 0.0094005792408099285 -0.0048462915238341384 0.0018278471592492391 -0.003906873143888585 0.0041628059484876169 0.0029124708134713492
leaf_weight=53 97 55 78 53 63 56 63 57 70 91 228 54 1855 63
leaf_count=53 97 55 78 53 63 56 63 57 70 91 228 54 1855 63
internal_value=0 0.00835977 0.00364199 0.00380715 0.00365524 -0.00194136 0.00389573 0.0087674 0.00365382 0.00131076 -7.04289e-05 0.00409126 0.0043542 -0.000219563
internal_weight=0 152 2784 2706 2653 109 2544 120 2424 382 319 2042 1925 117
internal_count=2936 152 2784 2706 2653 109 2544 120 2424 382 319 2042 1925 117
is_linear=0
shrinkage=0.16829


Tree=8689
num_leaves=27
num_cat=0
split_feature=1 3 2 3 52 150 123 48 2 52 1 1 160 2 3 3 34 0 0 11 3 3 160 481 3 3
split_gain=2.47822 0.606041 0.326941 0.291668 0.195028 0.193546 0.191645 0.217833 0.159862 0.145532 0.1375 0.213808 0.156811 0.129854 0.119199 0.11656 0.116502 0.18934 0.0960038 0.150286 0.0948319 0.0938503 0.0834114 0.0615034 0.0419909 0.00771021
threshold=0.10661000000000002 -0.047774999999999991 0.16730000000000003 -0.072649999999999978 -0.22118499999999996 0.090145000000000017 0.095915000000000014 0.10971000000000002 0.10656 -0.5528599999999998 0.093575000000000019 1.0000000180025095e-35 0.052555000000000011 0.10085000000000001 -0.008624999999999999 -0.08867499999999999 -0.028269999999999997 -0.12259499999999998 -0.14920999999999998 0.07604000000000001 -0.11749 -0.0031199999999999995 -0.0080249999999999991 -0.048929999999999994 -0.057749999999999989 -0.079634999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 6 9 -2 10 7 16 -6 -1 11 12 14 18 24 -15 -3 -18 -11 20 -20 -12 -13 -22 -5 -17
right_child=1 2 -4 5 8 -7 -8 -9 -10 13 21 22 -14 15 -16 25 17 -19 19 -21 23 -23 -24 -25 -26 -27
leaf_value=0.00072473049336711933 0.0005913279045463482 0.00012217883887744602 -1.3999686072073406e-05 0.00043886515858506054 0.00047537892983433902 0.00028708596796181852 8.1018654180075157e-05 0.00049014534421190864 0.00026207475602035824 0.00070122354940372385 0.00032504498237463089 0.00056455890952243615 0.00063553117695971126 0.0003674958387236731 0.00029377855790270994 0.00057496472298248407 0.00020474141083612227 0.00042827566747872587 0.00070405529315870335 0.00038306833919439845 0.00062248551861047378 0.0005023584284988621 0.00073926813813739764 0.00055169055236289758 0.00055285856353384007 0.00050644667288760113
leaf_weight=58 66 57 54 116 83 55 54 52 73 56 77 76 53 74 52 52 103 70 54 52 161 59 53 1168 56 52
leaf_count=58 66 57 54 116 83 55 54 52 73 56 77 76 53 74 52 52 103 70 54 52 161 59 53 1168 56 52
internal_value=0 0.000302231 0.000223703 0.000538398 0.000440027 0.000475134 0.00026201 0.000296543 0.000375789 0.000560247 0.000494151 0.000524857 0.000472685 0.00055451 0.000433997 0.000469093 0.000252619 0.000295392 0.000564683 0.00055933 0.000565932 0.000402227 0.000636612 0.000560293 0.000476184 0.000541044
internal_weight=0 612 390 2324 222 597 336 282 156 1727 542 406 277 1669 224 178 230 173 1491 1435 1383 136 129 1329 172 104
internal_count=2936 612 390 2324 222 597 336 282 156 1727 542 406 277 1669 224 178 230 173 1491 1435 1383 136 129 1329 172 104
is_linear=0
shrinkage=0.0032998


Tree=8690
num_leaves=19
num_cat=0
split_feature=1373 14 0 0 15 150 0 10 150 1447 133 51 133 124 52 1212 43 0
split_gain=0.0953614 0.0839695 0.115712 0.109162 0.146661 0.110467 0.0990854 0.120753 0.103967 0.0945667 0.093199 0.0829616 0.0779122 0.0770464 0.0383907 0.0360144 0.0596747 0.028645
threshold=0.087010000000000018 0.018455000000000003 -0.15270499999999995 -0.13619499999999998 -0.029529999999999997 0.10117000000000001 -0.086274999999999977 -0.00189 0.083205000000000015 -0.084094999999999989 0.035950000000000003 0.10934000000000001 0.024980000000000006 -0.076164999999999983 1.0000000180025095e-35 -1.0000000180025095e-35 -0.041049999999999996 -0.15184499999999998
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 14 11 -8 9 -9 -10 13 -11 -5 17 -15 -17 -1
right_child=-2 2 -4 6 -6 -7 7 8 10 12 -12 -13 -14 15 -16 16 -18 -19
leaf_value=-0.0036908674191093241 -0.0040284985336839791 0.0041615340966583434 -0.006006808650838252 -0.00034968901423452798 -0.0078358817465981109 0.0088119438613325045 -0.002773017369266943 -0.0033831838697780097 0.0034486887798694829 0.0041392910751345815 0.013442152402956434 -0.0011611546663879411 0.0015874599834053262 0.0025388051279832628 0.0036232804786607946 0.0049936937707591384 0.0084759196872756255 0.0012260885738256291
leaf_weight=75 55 60 67 54 53 52 100 65 55 892 52 53 551 68 60 292 274 60
leaf_count=75 55 60 67 54 53 52 100 65 55 892 52 53 551 68 60 292 274 60
internal_value=0 0.00303186 -0.00118872 0.00322701 0.000190221 0.0019197 0.00359722 0.00289224 0.00324415 0.00288265 0.00832212 0.00522642 0.00316614 0.00572109 7.25492e-05 0.006241 0.00668261 -0.00149225
internal_weight=0 2883 127 2756 300 247 2456 1715 1615 1508 107 741 1443 688 195 634 566 135
internal_count=2938 2883 127 2756 300 247 2456 1715 1615 1508 107 741 1443 688 195 634 566 135
is_linear=0
shrinkage=0.16829


Tree=8691
num_leaves=21
num_cat=0
split_feature=3 158 15 14 15 47 51 43 51 51 16 1 16 52 13 1 52 13 16 1
split_gain=0.134357 0.0960066 0.0973233 0.118838 0.0884506 0.0846529 0.0883398 0.0750594 0.0650519 0.087619 0.0675332 0.0876357 0.0580845 0.0579683 0.0569948 0.0502326 0.0461993 0.057754 0.0450464 0.0379732
threshold=0.25089000000000006 0.11714000000000001 -0.070454999999999976 0.018455000000000003 -0.089604999999999976 0.07906500000000001 -0.031924999999999995 -0.042349999999999992 0.11178000000000002 0.087800000000000017 0.12992000000000004 0.10455000000000002 -0.096149999999999985 -0.27957499999999996 1.0000000180025095e-35 0.14228000000000005 -0.027199999999999998 -0.073514999999999983 -0.097664999999999988 0.090130000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 5 6 -1 19 9 10 11 -4 -9 -12 18 -2 17 -6 -8 -7
right_child=15 -3 3 -5 16 7 14 12 -10 -11 13 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0065131233806158574 0 0.008161044102651718 0.0018636204164962215 -0.00428889607598789 0.00049470284142836901 0.0054882006254787091 0.0031263621064984521 0.0049750965433586637 -0.0031187991829424088 0.007925582097415354 0.0023445021606130069 -0.0034450539030975039 0.012788114656920294 0.0073095527578456799 -0.0041387960259747208 -0.0068814163255210871 0.0094091798460776716 0.0075402905710155238 -0.00077902043433135122 -0.00053095266905494774
leaf_weight=87 68 87 1173 88 57 62 194 57 66 74 166 95 53 113 61 54 101 80 146 56
leaf_count=87 68 87 1173 88 57 62 194 57 66 74 166 95 53 113 61 54 101 80 146 56
internal_value=0 0.00264862 0.00247223 0.0017336 0.00384463 0.00290591 0.00164991 0.00558633 0.00204882 0.00226033 0.00198818 0.00146447 0.00875588 0.00436188 0.000590318 -0.00304939 0.0066611 0.00462203 0.00144406 0.00261643
internal_weight=0 2816 2729 1775 954 716 488 228 1687 1621 1547 1268 110 279 401 122 238 137 340 118
internal_count=2938 2816 2729 1775 954 716 488 228 1687 1621 1547 1268 110 279 401 122 238 137 340 118
is_linear=0
shrinkage=0.16829


Tree=8692
num_leaves=15
num_cat=0
split_feature=3 13 151 1375 43 12 12 51 10 4 159 132 4 0
split_gain=0.0939961 0.0815532 0.07166 0.077374 0.0790708 0.0946022 0.146639 0.0835431 0.0907477 0.0688858 0.0529053 0.0405288 0.0311766 0.0247617
threshold=0.35004500000000011 0.27020000000000005 -0.40941499999999992 -0.096734999999999988 -0.090674999999999992 0.091585000000000014 0.097910000000000011 0.12900500000000004 -0.011269999999999997 -0.40515499999999993 0.079875000000000015 1.0000000180025095e-35 -0.045759999999999988 -0.076914999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 10 -7 8 -6 -10 11 -5 -8 -9
right_child=-2 -3 3 4 7 6 12 13 9 -11 -12 -13 -14 -15
leaf_value=0.00784252219109699 -0.0039485440627908541 0.0084703532211123523 -0.0043926410917047342 0.0018640001506365395 0.0081112803295971675 -0.010520295914428388 0.0024649739024629048 0.0095515799188855624 0.005568112219257574 0.0017216939366584872 -0.0022557603132033533 0.0073902851729278221 -0.0027169685343787402 0.0045114106967694655
leaf_weight=59 73 57 54 123 71 52 70 53 142 1947 58 55 62 62
leaf_count=59 73 57 54 123 71 52 70 53 142 1947 58 55 62 62
internal_value=0 0.00215843 0.00202966 0.00190425 0.00203109 -8.63312e-05 -0.00295087 0.00242279 0.00218625 0.00198401 0.00213942 0.00358165 1.74207e-05 0.00684989
internal_weight=0 2865 2808 2749 2695 420 184 2275 2160 2089 236 178 132 115
internal_count=2938 2865 2808 2749 2695 420 184 2275 2160 2089 236 178 132 115
is_linear=0
shrinkage=0.16829


Tree=8693
num_leaves=17
num_cat=0
split_feature=158 49 49 157 10 0 159 160 481 160 159 43 43 49 49 16
split_gain=0.0730687 0.0796501 0.111184 0.0812509 0.0892288 0.0881924 0.0789579 0.0943004 0.0861537 0.0644322 0.105841 0.0697506 0.0634974 0.0372901 0.0258025 0.0278548
threshold=0.11714000000000001 0.084735000000000019 0.0084900000000000028 -0.22051999999999997 -0.089679999999999982 0.13304000000000002 0.079875000000000015 -0.14079499999999998 -0.084829999999999975 -0.077034999999999978 -0.039509999999999997 -0.096494999999999984 -0.082024999999999987 0.13087000000000001 0.11151500000000002 -0.10227499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 8 -8 -6 10 -3 -11 -13 14 15 -14
right_child=-2 9 -4 4 5 -7 7 -9 -10 11 -12 12 13 -15 -16 -17
leaf_value=0.0074437596041848318 0.0064796008180387846 0.0022243949083570625 -0.006590491302334414 -0.004841657159169504 0.0076622679834670972 0.007897944048854303 -0.0078563530668879326 -8.3720375569701042e-06 0.0013196795570666366 0.0078311463949467773 0.011617583080441992 -0.0040404891452075244 0.0053995675930673236 -0.00083314322741779223 0.0067927258263979686 0.00065094893391870825
leaf_weight=59 87 75 52 69 63 56 53 241 1734 55 63 52 56 75 52 96
leaf_count=59 87 75 52 69 63 56 53 241 1734 55 63 52 56 75 52 96
internal_value=0 0.00152145 0.00109821 0.00127474 0.00110968 0.00130178 0.00112427 -0.00142926 0.00154304 0.00339759 0.00652561 0.00227463 0.00134591 0.00235627 0.00353766 0.00241226
internal_weight=0 2851 2327 2275 2216 2147 2091 294 1797 524 138 386 331 279 204 152
internal_count=2938 2851 2327 2275 2216 2147 2091 294 1797 524 138 386 331 279 204 152
is_linear=0
shrinkage=0.16829


Tree=8694
num_leaves=20
num_cat=0
split_feature=3 38 41 13 4 155 13 43 3 3 13 12 43 131 13 47 13 159 3
split_gain=0.0613395 0.0603369 0.0694148 0.0904525 0.0858248 0.0702174 0.0624988 0.0930314 0.166949 0.0840283 0.0832914 0.0799488 0.0773709 0.0645705 0.0625761 0.0603463 0.0568103 0.0426466 0.0206226
threshold=0.25089000000000006 0.081245000000000026 0.077915000000000012 -0.084744999999999987 -0.35269999999999996 1.0000000180025095e-35 -0.065539999999999987 -0.008069999999999999 -0.079774999999999985 0.11269500000000002 0.25993500000000008 0.085075000000000026 0.056805000000000008 0.089325000000000015 0.06211500000000001 0.08593000000000002 -0.47365999999999991 0.0043550000000000004 0.076825000000000018
decision_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 18 7 13 11 10 14 -9 -10 17 -8 -15 -2 -6 -1
right_child=16 -3 3 -5 6 -7 9 8 12 -11 -12 -13 -14 15 -16 -17 -18 -19 -20
leaf_value=0.010145959666020129 0.0013673321194046816 0.0072368515010156273 0.0012585779999824071 -0.0072889216591985103 0.0032813179509900013 0.00084030963324402917 0.0011247143850618964 -0.0095107953329190073 -5.6807273187006328e-05 -0.0050603732688413458 0.0062153483223981922 -0.00138951703200115 0.0072323145209578247 -0.0026992536898130556 -0.0020856209292969834 0.0038359928347000286 -0.0058779914746987239 0.0067001680254654061 0.0055765283829888402
leaf_weight=52 60 52 88 58 534 70 924 52 82 71 78 103 82 90 211 72 62 130 67
leaf_count=52 60 52 88 58 534 70 924 52 82 71 78 103 82 90 211 72 62 130 67
internal_value=0 0.00154888 0.00144122 -0.0021247 0.00164077 0.00509858 0.00137098 0.00227547 -0.000160146 0.000562994 0.000893625 -0.00412567 0.0035768 0.00321828 0.00052632 0.00019421 -0.00229999 0.00395338 0.00758835
internal_weight=0 2816 2764 146 2618 189 2429 1145 319 1284 1213 155 164 826 1135 162 122 664 119
internal_count=2938 2816 2764 146 2618 189 2429 1145 319 1284 1213 155 164 826 1135 162 122 664 119
is_linear=0
shrinkage=0.16829


Tree=8695
num_leaves=15
num_cat=0
split_feature=44 1203 149 15 484 31 402 401 1 42 12 12 130 402
split_gain=0.109328 0.0941685 0.0719763 0.0781154 0.147534 0.07811 0.0822697 0.0740598 0.183473 0.0797089 0.0666305 0.0514004 0.0421656 0.0332078
threshold=1.0000000180025095e-35 0.08926000000000002 0.078645000000000007 0.084495000000000015 -0.077774999999999983 -0.077289999999999984 -0.092484999999999984 0.080710000000000018 0.07665000000000001 0.10254000000000001 0.08598500000000002 0.084565000000000015 0.088525000000000006 0.11679000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -7 9 -9 -8 11 -6 13 -12
right_child=-2 -3 -4 4 10 6 7 8 -10 -11 12 -13 -14 -15
leaf_value=0.0062403278758511819 0.0086168908318756451 0.0070941016088758805 0.0064228635944440973 -0.0053067151355926916 0.0031064275829662826 0.0056933901437159901 0.00033753100555181489 0.001334658991885659 -0.011883085457071074 -0.0041413573746479204 0.0018163160670308718 0.0090194326878937133 0.0055602131459713353 -0.0022529759468561663
leaf_weight=57 55 71 65 72 102 67 1450 69 52 122 547 72 78 63
leaf_count=57 55 71 65 72 102 67 1450 69 52 122 547 72 78 63
internal_value=0 0.00103745 0.000884101 0.00075258 0.00200348 0.000108584 -8.89797e-05 -0.000318877 -0.00433085 -8.92435e-06 0.00261616 0.00556351 0.00186815 0.0013931
internal_weight=0 2887 2816 2751 934 1817 1760 1693 121 1572 862 174 688 610
internal_count=2942 2887 2816 2751 934 1817 1760 1693 121 1572 862 174 688 610
is_linear=0
shrinkage=0.16829


Tree=8696
num_leaves=26
num_cat=0
split_feature=4 12 3 43 15 43 4 15 15 3 159 15 4 4 12 3 12 43 16 15 16 133 15 43 15
split_gain=7.16002 3.07561 0.910832 1.06136 0.882029 0.57245 0.52366 0.399648 0.470336 0.396345 0.382341 0.380097 0.355684 0.629032 0.234602 0.187102 0.175353 0.164603 0.127982 0.117144 0.0746037 0.0564072 0.0527571 0.0570363 0.0475818
threshold=0.31392000000000003 0.056995000000000011 0.15937000000000004 -0.029255 0.13592500000000005 -0.116045 0.008570000000000003 -0.43091499999999999 -0.26361999999999991 -0.14186499999999996 0.10575500000000002 0.025430000000000005 -0.082619999999999985 -0.0005399999999999999 0.091290000000000024 -0.081184999999999993 -0.089399999999999993 0.061900000000000004 -0.072359999999999994 -0.098139999999999991 0.064455000000000012 -0.10298999999999998 -0.090909999999999977 -0.072829999999999992 -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 2 2 2
left_child=1 2 3 5 6 -1 9 10 -9 11 -2 -3 -5 -14 17 -8 -7 18 -11 -15 21 -16 -17 -24 -22
right_child=7 4 -4 12 -6 16 15 8 -10 14 -12 -13 13 19 20 22 -18 -19 -20 -21 24 -23 23 -25 -26
leaf_value=0.00081462627148249657 0.00059026922174553376 0.0010040820954091997 0.00031897212213270341 0.0010044418932867118 0.00054798833538417639 0.00054012361393239439 0.00094365172609106812 -1.9938633241032945e-05 0.00036096689528642318 0.0010471033523864436 0.00024514836966635947 0.0013556276150201365 0.00044739569215008915 0.00098234002533556476 0.00083597132280634646 0.00084240850358818298 0.00030769735799515848 0.00084864541042029343 0.00096447410033576899 0.00078284108550090361 0.00088801350886705147 0.00093988270211524405 0.00065297672123457748 0.0007930948528858952 0.00075136358047945889
leaf_weight=55 98 90 74 98 62 68 95 54 101 401 55 55 52 63 74 68 76 86 461 72 74 420 67 70 53
leaf_count=55 98 90 74 98 62 68 95 54 101 401 55 55 52 63 74 68 76 86 461 72 74 420 67 70 53
internal_value=0 0.000878495 0.000660789 0.000712977 0.000936994 0.000527579 0.000948952 0.000346577 0.000228037 0.000971325 0.000466436 0.00113767 0.000842307 0.00075715 0.00095593 0.000821008 0.000417699 0.000988993 0.00100295 0.000876202 0.0009054 0.000924388 0.000764002 0.000724827 0.000831264
internal_weight=0 2634 558 484 2076 199 2014 308 155 1714 153 145 285 187 1569 300 144 948 862 135 621 494 205 137 127
internal_count=2942 2634 558 484 2076 199 2014 308 155 1714 153 145 285 187 1569 300 144 948 862 135 621 494 205 137 127
is_linear=0
shrinkage=0.0032998


Tree=8697
num_leaves=18
num_cat=0
split_feature=1 10 4 15 16 1203 15 3 474 3 157 1 3 480 484 1429 159
split_gain=0.0797772 0.156837 0.107488 0.132239 0.0953676 0.0817459 0.0801756 0.0762459 0.0852025 0.154771 0.115305 0.121608 0.106027 0.0648074 0.0714521 0.0423736 0.0350561
threshold=0.11507500000000002 -0.012394999999999998 -0.043174999999999991 -0.43091499999999999 -0.23389999999999997 0.08926000000000002 -0.077474999999999988 -0.24175499999999997 0.084655000000000022 -0.085784999999999986 -0.012774999999999998 1.0000000180025095e-35 -0.080114999999999978 -0.065749999999999989 -0.058209999999999991 0.083715000000000026 0.10516000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 16 -5 7 -6 -3 10 -10 11 -9 15 -12 -15 -11 -4
right_child=2 5 3 4 6 -7 -8 8 9 12 13 -13 -14 14 -16 -17 -18
leaf_value=0.010511163072526981 0.0064971317874096728 -0.0042307855382065045 0.0054231324148334452 0.0002047055768855084 -0.011097173867339055 0.0076460878790083368 -0.0030508846180640915 0.0027560529651816891 -0.0092173364152224411 0.0011825186614489022 0.0072018857794604709 0.012694032993778514 -0.0031513767591085451 -0.0010694087019385106 0.0020189372901140059 0.0079598437900496779 -0.00031435334618638063
leaf_weight=60 54 61 70 98 63 66 81 89 53 52 61 58 92 243 1635 54 52
leaf_count=60 54 61 70 98 63 66 81 89 53 52 61 58 92 243 1635 54 52
internal_value=0 0.00200375 -0.000503033 -0.00154645 -0.0038272 0.00179586 -0.00658361 0.00163409 0.00178794 -0.00113676 0.00214072 0.00668938 0.00101715 0.00179495 0.00161837 0.00465207 0.00296292
internal_weight=0 2524 418 364 242 2464 144 2398 2337 251 2086 147 198 1939 1878 106 122
internal_count=2942 2524 418 364 242 2464 144 2398 2337 251 2086 147 198 1939 1878 106 122
is_linear=0
shrinkage=0.16829


Tree=8698
num_leaves=16
num_cat=0
split_feature=40 49 13 13 51 33 14 16 401 16 2 47 51 16 42
split_gain=0.0694075 0.0814434 0.154817 0.112837 0.0927651 0.0912809 0.0774362 0.0706734 0.101272 0.0966935 0.0877183 0.0720358 0.0337629 0.0427235 0.0532564
threshold=0.0052450000000000005 0.091160000000000005 -0.070154999999999981 -0.083654999999999993 0.14431500000000003 0.084300000000000014 -0.24790499999999996 -0.044939999999999987 0.080710000000000018 -0.025214999999999998 -0.032374999999999994 0.09585500000000001 -0.17871499999999998 -0.059289999999999995 -0.026374999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 -1 10 9 -9 -8 -12 -4 14 -14
right_child=-2 2 12 -5 -6 -7 7 8 -10 -11 11 -13 13 -15 -16
leaf_value=-0.0044738870979438286 -0.003747259851242574 -0.0015065982691596738 0.005214161113302221 -0.011005807256374933 0.0079190472450472692 0.0086082863172605283 -0.0038849354021423524 -0.0054237618415435415 -0.0061560227817695238 0.0015113416074079569 0.003115011379426953 -0.0023551038059573038 -0.0008267455933603726 -0.002186437478330419 0.0062132927922250291
leaf_weight=59 73 101 63 55 70 53 58 61 59 838 1176 72 59 83 62
leaf_count=59 73 101 63 55 70 53 58 61 59 838 1176 72 59 83 62
internal_value=0 0.00150095 -0.000652053 -0.0048672 0.00187401 0.00169516 0.00153666 0.00169409 0.000593796 0.00103877 0.00249982 0.00279799 0.001804 0.000742052 0.0027657
internal_weight=0 2869 423 156 2446 2376 2323 2264 958 899 1306 1248 267 204 121
internal_count=2942 2869 423 156 2446 2376 2323 2264 958 899 1306 1248 267 204 121
is_linear=0
shrinkage=0.16829


Tree=8699
num_leaves=13
num_cat=0
split_feature=44 447 1456 1456 1456 1 12 12 48 50 1 1447
split_gain=0.0691157 0.0683694 0.0658019 0.0712883 0.142362 0.0650378 0.0651517 0.101921 0.0584002 0.0545327 0.0798094 0.0658396
threshold=1.0000000180025095e-35 0.089395000000000016 -0.16130999999999998 -0.083354999999999999 -0.065829999999999986 0.090195000000000011 0.096055000000000015 0.10700500000000002 0.099800000000000014 0.093775000000000011 0.077845000000000011 -0.084914999999999977
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 11 -11 -6
right_child=-2 -3 3 4 5 6 7 -9 -10 10 -12 -13
leaf_value=-0.0040727935819599229 0.0070543037835193168 -0.0035880313971009491 0.0063183888941987796 -0.0065037550388978814 -0.0041972866141783893 4.0017495783527154e-05 0.0057368230103559898 -0.001374069535414153 -0.0043333684303786821 0.002537497708967214 0.010045547283105796 0.0018360979239279459
leaf_weight=66 55 88 78 67 53 596 132 100 101 152 55 1399
leaf_count=66 55 88 78 67 53 596 132 100 101 152 55 1399
internal_value=0 0.00102571 0.0011714 0.00129871 0.00115056 0.00134941 0.000219846 0.00266404 -0.000591138 0.00198086 0.00454107 0.00161463
internal_weight=0 2887 2799 2733 2655 2588 929 232 697 1659 207 1452
internal_count=2942 2887 2799 2733 2655 2588 929 232 697 1659 207 1452
is_linear=0
shrinkage=0.16829


Tree=8700
num_leaves=17
num_cat=0
split_feature=403 147 51 43 43 2 13 4 403 2 2 34 150 0 1 4
split_gain=0.117485 0.0880308 0.101258 0.0825824 0.101014 0.118604 0.0693284 0.080334 0.0593309 0.0535037 0.156545 0.236391 0.0717632 0.08494 0.0881435 0.0579901
threshold=-0.5316099999999998 0.096370000000000011 0.22315500000000002 0.0034500000000000004 0.058415000000000009 0.084395000000000012 -0.14847499999999997 0.056815000000000011 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.15154999999999999 -0.081629999999999994 0.11247500000000001 -0.16423499999999996 0.085410000000000014 0.18572000000000002
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 -5 -6 8 -8 10 -2 -12 13 15 -15 -11
right_child=1 -3 -4 4 6 -7 7 -9 -10 12 11 -13 -14 14 -16 -17
leaf_value=0.0066383500002418164 0.0058535705490154579 0.0072868427281699436 -0.0066389113203118577 0.0011632297739027281 0.0059664655906054315 -0.009107560714385279 0.0057899625103156735 -0.0057326151888738765 -0.00057226938933666624 0.00011570586567013894 0.0017734870919484157 -0.012805699777171428 0.0063542228003624331 0.00075725545260141606 0.0031796063358617848 -0.0065491661717426769
leaf_weight=103 57 59 52 52 53 81 53 68 190 95 70 57 84 1164 673 60
leaf_count=103 57 59 52 52 53 81 53 68 190 95 70 57 84 1164 673 60
internal_value=0 0.000850208 0.000714374 0.000853717 -0.00110842 -0.00507841 0.000337212 -0.000616338 0.000807985 0.00128601 -0.00145942 -0.00475578 0.00153021 0.00132588 0.00164568 -0.00245265
internal_weight=0 2868 2809 2757 497 133 364 311 243 2260 184 127 2076 1992 1837 155
internal_count=2971 2868 2809 2757 497 133 364 311 243 2260 184 127 2076 1992 1837 155
is_linear=0
shrinkage=0.16829


Tree=8701
num_leaves=27
num_cat=0
split_feature=1 12 4 14 2 2 12 2 15 402 402 4 15 133 4 0 2 15 0 0 49 52 133 15 133 2
split_gain=4.3498 1.07573 0.557575 0.527012 0.479307 0.370504 0.319366 0.300624 0.253042 0.232877 0.226519 0.187564 0.177691 0.17401 0.168811 0.237455 0.167489 0.147872 0.0978216 0.0800851 0.0683962 0.0666437 0.0445274 0.0304397 0.02369 0.023045
threshold=0.12000500000000001 0.056995000000000011 0.31392000000000003 0.073890000000000011 0.13631000000000001 0.10859000000000001 0.098595000000000016 0.072175000000000017 -0.041569999999999989 0.090075000000000002 0.084450000000000011 0.058025000000000007 -0.43091499999999999 -0.047784999999999987 -0.42305999999999994 -0.064734999999999987 0.092250000000000013 -1.0000000180025095e-35 -0.050704999999999993 -0.22480499999999998 0.047620000000000003 0.081945000000000018 0.058050000000000011 -0.12431499999999999 -0.12331499999999999 0.10155500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 6 -2 7 9 -1 23 10 14 18 -4 24 -3 -16 19 20 21 -9 -18 22 -8 -7 -11 -23
right_child=2 3 12 -5 -6 8 11 16 -10 13 -12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 25 -24 -25 -26 -27
leaf_value=0.00042152989024559742 0.00055693104151877018 0.00086171600377132169 0.00022352221526285187 0.00096280036672928007 0.00017971126601470363 0.00053487266218488682 0.00065290698519373201 0.00063603091404358918 0.00020852356766403582 0.00077379877910578793 0.00047176677285619634 0.00044809198516294554 1.4854416409967301e-05 0.00094410981427179381 0.00069090208315451015 0.00046340516907860074 0.00040509756328032276 0.0006956177020985239 0.00050055185995065107 0.00080657979127048086 0.0005750037683345643 0.00055614726601683638 0.00079209268308888222 0.00042135858866558626 0.00067340150404378491 0.0006562276199030087
leaf_weight=100 87 61 94 73 64 61 59 62 55 73 55 83 85 66 1276 53 55 60 55 65 53 64 52 53 53 54
leaf_count=100 87 61 94 73 64 61 59 62 55 73 55 83 85 66 1276 53 55 60 55 65 53 64 52 53 53 54
internal_value=0 0.000651499 0.000249497 0.000686257 0.000397283 0.000523435 0.000676166 0.000578945 0.000393482 0.000696007 0.000681501 0.00058757 0.000124631 0.000804996 0.000689775 0.000681856 0.000632187 0.000562876 0.000628209 0.000723597 0.000488804 0.000658715 0.000718428 0.000482408 0.000731848 0.000602245
internal_weight=0 2641 330 2077 151 564 2004 395 169 1637 1445 367 179 192 1390 1329 295 168 284 127 108 229 111 114 126 118
internal_count=2971 2641 330 2077 151 564 2004 395 169 1637 1445 367 179 192 1390 1329 295 168 284 127 108 229 111 114 126 118
is_linear=0
shrinkage=0.0032998


Tree=8702
num_leaves=25
num_cat=0
split_feature=1 124 4 10 4 1 4 43 15 1 15 13 484 13 4 15 15 1 1 15 15 43 50 51
split_gain=9.19373 2.1956 0.989387 0.714863 0.614357 0.444732 0.331432 0.412177 0.392037 0.328677 0.29825 0.244875 0.238523 0.385857 0.238026 0.212444 0.191337 0.168562 0.143067 0.142886 0.0849558 0.0695228 0.0685121 0.0660315
threshold=0.11829500000000003 -0.076779999999999987 0.31392000000000003 -0.0062549999999999993 0.27998000000000006 0.094485000000000013 -0.4950449999999999 -1.0000000180025095e-35 0.084535000000000013 0.10331000000000003 -0.43091499999999999 -0.069444999999999993 0.084950000000000012 -0.075449999999999975 0.0063750000000000013 0.097415000000000015 -0.16749999999999998 0.085345000000000018 0.082295000000000021 -0.0070899999999999991 0.10127500000000002 -0.081584999999999977 0.095955000000000013 -0.40775499999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 -2 11 -1 17 12 9 19 -6 -5 14 21 15 -8 -4 -3 20 -9 -10 -14 -20 -16
right_child=3 2 16 4 10 -7 7 8 18 -11 -12 -13 13 -15 23 -17 -18 -19 22 -21 -22 -23 -24 -25
leaf_value=0.00095851251760674264 0.00025227520174347321 0.001157171642910685 0.00094752499536144533 0.00059885368564932496 0.00060992522615087785 0.00057968768596258552 0.0012103245959488459 0.0010760127445748574 0.0011315945022479523 0.0007632085079785952 0.00031779341888301012 0.00088958204751011301 0.0011958572737874179 0.00080073811914295717 0.0011764984386058509 0.0010736245377355718 0.00066197377651422916 0.0014084238885837402 0.0013189986234525802 0.00091796731725800914 0.00096986338465715385 0.001040310465674605 0.0011530436039820127 0.0010405477008779279
leaf_weight=52 76 53 53 53 80 99 963 218 138 62 74 82 88 52 57 148 52 72 60 93 53 57 61 175
leaf_count=52 76 53 53 53 80 99 963 218 138 62 74 82 88 52 57 148 52 72 60 93 53 57 61 175
internal_value=0 0.00109722 0.001121 0.000537834 0.000612808 0.000710377 0.00113503 0.00112563 0.00105768 0.000984802 0.000469779 0.000775705 0.00115583 0.00104691 0.00117178 0.00119215 0.000806445 0.00130217 0.00114469 0.00102886 0.0010869 0.00113495 0.00123563 0.0010741
internal_weight=0 2606 2455 365 289 151 2350 2225 685 373 154 135 1540 197 1343 1111 105 125 312 311 191 145 121 232
internal_count=2971 2606 2455 365 289 151 2350 2225 685 373 154 135 1540 197 1343 1111 105 125 312 311 191 145 121 232
is_linear=0
shrinkage=0.0032998


Tree=8703
num_leaves=21
num_cat=0
split_feature=1373 12 402 3 14 41 159 156 43 43 3 43 48 484 3 51 159 43 133 15
split_gain=0.1447 0.12995 0.142268 0.136184 0.120969 0.295378 0.114492 0.0871206 0.0704685 0.0910127 0.0747776 0.0624005 0.0543362 0.0769702 0.0928529 0.0480148 0.0469926 0.0585236 0.0287144 0.00923011
threshold=0.085770000000000013 0.083335000000000006 0.089220000000000008 -0.11151499999999999 0.054835000000000009 0.077915000000000012 -0.08860999999999998 0.10280000000000002 -0.081744999999999984 -0.080454999999999985 -0.23098999999999997 -0.020034999999999994 0.091045000000000015 0.087825000000000014 0.096440000000000012 0.099470000000000017 0.088170000000000012 -0.084754999999999983 -0.080744999999999983 -0.097794999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 8 -5 12 16 -10 -11 -4 13 14 -8 19 17 -3 -13 -14
right_child=-2 2 11 6 -6 -7 7 -9 9 10 -12 18 15 -15 -16 -17 -18 -19 -20 -21
leaf_value=-0.0055527889840476926 0.010243245026665808 0.0036315209198387235 0.010217783476191433 -0.0065639420491627291 0.010243970684416499 -0.010367960864762405 0.0012520495906691252 0.0081145480922861675 -0.0043332518126680307 0.008242330284192162 0.0016901655762696297 0.0062677993442467684 0.0018121424429261867 -0.0041451506052792002 0.0068767737303289415 -0.0057961262783047867 0.00028453326726896174 0.0082797765073679627 0.0014153406271639299 -0.001227723566233219
leaf_weight=100 62 370 87 52 52 53 327 54 68 52 1029 98 60 52 112 52 85 98 55 53
leaf_count=100 62 370 87 52 52 53 327 54 68 52 1029 98 60 52 112 52 85 98 55 53
internal_value=0 0.00201908 0.00274909 0.000283434 0.00223628 0.00199799 0.0010517 0.001612 0.00238412 0.00163022 0.00200701 0.00660262 0.00107399 0.00196348 0.00269115 -0.00156206 0.0039473 0.00460871 0.00453519 0.000370466
internal_weight=0 2909 2047 862 1807 1755 762 710 1702 1149 1081 240 656 491 439 165 553 468 153 113
internal_count=2971 2909 2047 862 1807 1755 762 710 1702 1149 1081 240 656 491 439 165 553 468 153 113
is_linear=0
shrinkage=0.16829


Tree=8704
num_leaves=17
num_cat=0
split_feature=14 11 11 1373 12 52 12 4 402 401 1213 15 130 40 13 4
split_gain=0.104251 0.146572 0.104046 0.0841262 0.100619 0.0942428 0.118694 0.0862991 0.0716783 0.0747411 0.0670515 0.111034 0.0670384 0.0533922 0.030818 0.0164267
threshold=0.073890000000000011 0.093845000000000026 0.080455000000000013 0.085770000000000013 0.083335000000000006 -0.25811499999999993 -0.063029999999999989 -0.42305999999999994 0.089785000000000018 0.083660000000000026 -0.080279999999999976 0.084495000000000015 0.097180000000000016 -0.0087249999999999984 -0.037164999999999997 -0.077889999999999987
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 13 -8 10 -10 11 -6 -12 -7 -2 -11
right_child=14 -3 -4 -5 8 6 7 -9 9 15 12 -13 -14 -15 -16 -17
leaf_value=0.0067473113028769715 0.0040991350208230779 -0.0068122781652726911 0.0076410337877152257 0.008025297465573393 -0.0076365618249968487 0.00042073592507076103 0.0040098616595406972 -0.003288223293455652 0.0089490208902929802 0.00051370403156846402 0.0025282837023861116 0.0012651074860254349 -0.0014841858274987805 0.0052153773327918351 0.0098929760669146816 0.0041523695488272644
leaf_weight=53 54 57 84 57 54 212 52 379 84 62 1311 149 129 96 53 85
leaf_count=53 54 57 84 57 54 212 52 379 84 62 1311 149 129 96 53 85
internal_value=0 0.00162964 0.00180171 0.00162091 0.00148331 -0.000104871 -0.00059873 -0.00240354 0.00215547 0.00493555 0.00176351 -0.00109397 0.00216759 0.001921 0.00698577 0.00262992
internal_weight=0 2864 2807 2723 2666 792 739 431 1874 231 1643 203 1440 308 107 147
internal_count=2971 2864 2807 2723 2666 792 739 431 1874 231 1643 203 1440 308 107 147
is_linear=0
shrinkage=0.16829


Tree=8705
num_leaves=31
num_cat=0
split_feature=12 13 43 12 16 43 41 52 0 151 157 49 1427 13 16 0 151 13 0 43 133 403 16 43 133 16 16 13 16 16
split_gain=4.66971 1.32469 0.925865 0.82137 1.0933 0.655591 0.440427 0.403784 0.516538 0.414913 0.212528 0.207588 0.20594 0.194917 0.183395 0.164843 0.157148 0.141924 0.159076 0.131654 0.124309 0.123659 0.158105 0.157632 0.121024 0.098643 0.0929977 0.057112 0.0393167 0.0317614
threshold=0.056995000000000011 -0.36115499999999995 -0.049999999999999996 0.097910000000000011 -0.39761999999999992 -0.10042499999999999 0.075585000000000013 -0.08403999999999999 -0.042499999999999989 -0.00016499999999999997 -0.00172 -0.053544999999999988 0.081395000000000009 -0.086094999999999991 -0.105305 -0.052874999999999998 -0.085369999999999988 -0.092844999999999997 -0.084369999999999987 -0.14074499999999998 -0.12331499999999999 -0.085354999999999973 0.25032500000000008 -0.096494999999999984 0.077945 0.27717500000000006 -0.087969999999999979 0.011265000000000002 -0.072904999999999984 -0.096149999999999985
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 -5 -3 12 25 9 -9 -6 -7 13 17 -11 19 -15 20 28 -12 -2 23 -23 -18 -13 -4 -21 -28 -19 -1
right_child=3 2 7 4 10 11 -8 8 -10 14 15 24 -14 16 -16 -17 21 18 -20 26 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=5.3523943762545926e-05 0.00086809403703001472 0.00060791469296156962 0.00086664690743144628 0.00018067507390858036 0.0005099808975390878 0.00042014562027631932 0.0010123410112969692 0.00042635230336990142 0.00028723965301210913 0.0008850591173189408 0.00088558990543548646 6.9967210967629626e-05 0.00097210466309331789 0.00061299811340014422 0.00063627337556381759 0.00058516360482236969 0.00053075900203884913 0.00088544645022901934 0.0010367532865633623 0.00059341879283505549 0.0006741435054031232 0.00080067767451170546 0.00067216033294480464 0.00073439085604386331 0.00027109985556728473 0.00066758417275715584 0.00080048631823706712 0.00066954006467134178 0.00078053767000600216 0.00016908599809787301
leaf_weight=52 63 83 63 52 64 59 91 78 66 52 67 58 57 92 91 82 52 90 58 54 92 647 129 235 76 52 111 61 87 54
leaf_count=52 63 83 63 52 64 59 91 78 66 52 67 58 57 92 91 82 52 90 58 54 92 647 129 235 76 52 111 61 87 54
internal_value=0 0.000456198 0.000509845 0.000753216 0.00063402 0.000362366 0.000787764 0.000611011 0.0005444 0.00062104 0.000687639 0.000256584 0.000774985 0.00076769 0.000726987 0.000717865 0.000745857 0.000832258 0.000884252 0.000754883 0.000753202 0.000757323 0.000779359 0.000697619 0.000184305 0.000776942 0.000715978 0.000754251 0.00083408 0.000112728
internal_weight=0 784 678 2184 491 276 1693 402 287 221 439 193 1602 1545 143 375 1155 390 235 293 155 1063 776 287 134 115 226 172 177 106
internal_count=2968 784 678 2184 491 276 1693 402 287 221 439 193 1602 1545 143 375 1155 390 235 293 155 1063 776 287 134 115 226 172 177 106
is_linear=0
shrinkage=0.0032998


Tree=8706
num_leaves=19
num_cat=0
split_feature=0 10 159 16 51 3 41 0 3 12 12 51 3 13 403 52 13 0
split_gain=0.104038 0.280436 0.162674 0.169109 0.0890075 0.111891 0.138309 0.0906093 0.122455 0.0876949 0.0760789 0.0748999 0.0686934 0.0863957 0.0764954 0.0634205 0.053765 0.0408096
threshold=-0.0033699999999999993 -0.07564499999999999 0.10457000000000001 1.0000000180025095e-35 1.0000000180025095e-35 -0.15105999999999997 0.07677500000000001 -0.06563999999999999 0.11269500000000002 0.085280000000000009 -0.086254999999999984 -0.057604999999999996 -0.086424999999999988 -0.075449999999999975 -0.088099999999999984 -0.081164999999999987 -0.083709999999999993 -0.080809999999999979
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 -3 10 8 9 -6 15 -5 14 -14 -12 -7 -11 -18
right_child=2 4 -4 11 7 6 -8 -9 -10 16 12 -13 13 -15 -16 -17 17 -19
leaf_value=0.012155377244817665 -0.0084831044669781332 -0.0056447484825280225 0.0071738974087954665 -0.0034437612167588717 0.0091523142630343945 0.002579150878466112 0.010219697161708003 0.011283262258595586 -0.0037253614151482603 0.0074235296139609644 -0.0027952694986234858 0.0039000861291757626 0.0042244242298923327 0.0015738043711589077 0.0018468330868362081 -0.0048711336195618009 -0.001895477837879341 0.0038195076641692558
leaf_weight=88 85 52 63 68 101 54 60 53 52 57 136 93 699 700 384 80 63 80
leaf_count=88 85 52 63 68 101 54 60 53 52 57 136 93 699 700 384 80 63 80
internal_value=0 0.00280843 -0.000449125 -0.00240867 0.00248781 0.00205755 0.00224795 0.00477774 0.0037959 0.00510122 0.0020141 0.000787178 0.00228523 0.00289945 0.00062929 -0.00185537 0.00304643 0.00128915
internal_weight=0 2659 309 246 2571 2165 2113 406 353 301 2053 161 1919 1399 520 134 200 143
internal_count=2968 2659 309 246 2571 2165 2113 406 353 301 2053 161 1919 1399 520 134 200 143
is_linear=0
shrinkage=0.16829


Tree=8707
num_leaves=21
num_cat=0
split_feature=4 0 14 1373 483 10 14 0 0 151 13 16 0 42 4 16 1 1 50 42
split_gain=0.0767403 0.14707 0.176089 0.0696754 0.0651291 0.0663578 0.0659469 0.0780878 0.0898152 0.0648485 0.0538662 0.0504661 0.15587 0.0885457 0.0750818 0.141096 0.21897 0.0577115 0.0202669 0.0133048
threshold=0.028075000000000006 0.0088250000000000012 -0.10523499999999998 0.081160000000000024 -0.095689999999999983 -0.082174999999999984 0.073890000000000011 -0.10934999999999999 -0.14755499999999996 -0.15028499999999997 -0.086944999999999981 -0.056829999999999992 -0.074679999999999983 0.098205000000000015 0.26546000000000003 -0.50318999999999992 0.11050000000000001 0.082295000000000021 -0.14660499999999996 0.08400500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 7 8 -7 -9 -11 13 -13 14 17 16 -16 19 -14 -4
right_child=1 -3 11 -5 5 6 -8 9 -10 10 -12 12 18 -15 15 -17 -18 -19 -20 -21
leaf_value=0.0068691468696035173 0.0084025840608816429 -0.007407501557491411 0.00068393518663669611 0.0085359571752672697 0.008098864471883023 0.0015704871152539841 0.0071008545369162486 -0.0036148697752872451 -0.0069440625337165432 0.0044091758897977073 0.0019219698592513794 -0.0098745620579460333 -0.00087107898302908474 -0.004134617197564981 -0.0044654354978191525 -0.0065605923899712355 0.0096634748427287531 0.0087622952362954813 0.0036054100497546096 0.004385262337649817
leaf_weight=89 86 60 60 54 53 86 71 53 59 299 1453 52 60 73 57 63 68 65 54 53
leaf_count=89 86 60 60 54 53 86 71 53 59 299 1453 52 60 73 57 63 68 65 54 53
internal_value=0 0.000580256 0.00127644 0.00255193 0.0024017 0.00220913 0.00205378 0.0018691 -0.00188166 0.0021714 0.00234747 0.000260496 -0.00223524 0.00120831 0.00227888 -5.70791e-05 0.00320632 0.00475617 0.0012336 0.00243586
internal_weight=0 751 691 2217 2163 2074 2021 1950 145 1805 1752 605 166 439 366 188 125 178 114 113
internal_count=2968 751 691 2217 2163 2074 2021 1950 145 1805 1752 605 166 439 366 188 125 178 114 113
is_linear=0
shrinkage=0.16829


Tree=8708
num_leaves=28
num_cat=0
split_feature=1 2 123 2 150 30 3 15 11 2 2 12 13 0 2 2 124 0 42 12 15 13 12 13 15 2 12
split_gain=8.25471 1.27227 1.14452 0.675955 0.664584 0.542862 0.589235 0.517894 0.446943 0.399629 0.281145 0.279532 0.233141 0.206745 0.463785 0.207821 0.202881 0.172865 0.167766 0.0949145 0.0895753 0.0846974 0.0940124 0.0683518 0.0636362 0.0592679 0.0453817
threshold=0.11156000000000001 0.14744000000000002 1.0000000180025095e-35 0.10060500000000001 1.0000000180025095e-35 0.086535000000000015 0.15217000000000003 -0.40166999999999992 1.0000000180025095e-35 0.10043500000000001 0.13154000000000002 0.086115000000000011 -0.062109999999999992 -0.072624999999999981 0.084685000000000024 0.09167500000000002 -0.084964999999999985 -0.105195 -0.042674999999999991 0.092085000000000014 -0.14585999999999996 -0.025319999999999999 0.092755000000000018 -0.0085449999999999988 -0.092389999999999986 0.10836000000000003 0.090885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 8 10 6 7 -2 13 12 18 -10 -9 15 -15 17 -4 24 -5 -16 -19 22 -20 26 -1 -23 -17
right_child=1 -3 16 4 -6 -7 -8 9 11 -11 -12 -13 -14 14 19 23 -18 20 21 -21 -22 25 -24 -25 -26 -27 -28
leaf_value=0.00091182822288949999 0.00043319122132211101 9.8631254702618153e-05 0.00044232391414209226 0.00075307562892580962 0.00044831179482475057 0.00020633787875894781 0.00028841818766798979 0.0010239916872512998 0.0013212070741231237 0.00053687018212468269 0.00061760016552502993 0.00098390949385888504 0.000714813839389365 0.00063903024717412737 0.0010516466069795908 0.00081547234975389298 0.00072396352973226 0.00083596660534968319 0.00075182211057539202 0.00085799060207373233 0.00097700795590291672 0.0010519664875609253 0.00092461968030834374 0.00077357189040224024 0.00075331945855767861 0.00089670892559863698 0.00093525901784758617
leaf_weight=63 93 101 61 93 52 54 68 52 53 67 53 57 57 84 63 60 53 55 55 55 1140 69 107 84 57 52 110
leaf_count=63 93 101 61 93 52 54 68 52 53 67 53 57 57 84 63 60 53 55 55 55 1140 69 107 84 57 52 110
internal_value=0 0.000429221 0.000897336 0.000912947 0.000802061 0.000514527 0.000563805 0.000633289 0.000941284 0.000738822 0.000844858 0.00114675 0.000862635 0.000928502 0.000827684 0.000941459 0.000573571 0.000958371 0.000876798 0.000961682 0.000970546 0.000917331 0.000866171 0.000853769 0.00083683 0.000985535 0.000893189
internal_weight=0 492 2476 2362 481 391 337 269 1881 176 429 110 109 1771 202 1569 114 1315 376 118 1195 283 162 254 120 121 170
internal_count=2968 492 2476 2362 481 391 337 269 1881 176 429 110 109 1771 202 1569 114 1315 376 118 1195 283 162 254 120 121 170
is_linear=0
shrinkage=0.0032998


Tree=8709
num_leaves=25
num_cat=0
split_feature=1 2 1 457 2 2 4 47 11 51 3 1 158 4 4 1 401 1456 2 3 4 2 42 2
split_gain=6.42122 0.999483 0.872555 0.508409 0.450308 0.371867 0.351268 0.303418 0.268037 0.17304 0.219815 0.22862 0.152265 0.139041 0.123698 0.10666 0.0982292 0.0773136 0.0700924 0.072089 0.0602217 0.053608 0.0294186 0.017708
threshold=0.11156000000000001 0.10060500000000001 0.13662500000000002 0.056920000000000005 -1.0000000180025095e-35 0.13447000000000003 -0.032169999999999997 0.08801500000000001 1.0000000180025095e-35 -0.10234999999999998 -0.10175499999999998 0.09258000000000001 0.087070000000000022 0.0049450000000000006 0.028075000000000006 0.12122500000000001 0.091505000000000017 0.055170000000000004 0.16730000000000003 0.12955000000000003 -0.0024899999999999996 0.089945000000000011 0.087065000000000017 0.084505000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 5 -1 9 -2 15 12 14 -11 20 13 16 -3 -8 17 -6 19 -4 -12 -15 -14 -18
right_child=2 3 18 -5 8 -7 7 -9 -10 10 11 -13 22 21 -16 -17 23 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00074747093225572701 0.00085535289157857375 0.0010724603453239805 0.00028389726850814001 0.00049730018721197942 0.00094820905095331317 0.00056874252606954894 0.00055788468051996538 0.00072542706220996445 0.0011498434215504382 0.00065523289279080499 0.00099838324362892784 0.00070069909862986691 0.0011158581440142024 0.00093031569494921517 0.00085184122903101593 0.00039434826294153821 0.0011154291685375429 0.0010331882263834929 0.00022063659905977135 0.00045259251373216757 0.00086995882667623354 0.00080888822122405363 0.0010127034199231375 0.0010157724245070804
leaf_weight=103 55 66 58 55 1177 52 103 87 91 67 87 64 78 81 52 79 52 141 54 56 88 95 71 56
leaf_count=103 55 66 58 55 1177 52 103 87 91 67 87 64 78 81 52 79 52 141 54 56 88 95 71 56
internal_value=0 0.000926549 0.000513637 0.000799269 0.000961279 0.000834087 0.000613821 0.000564306 0.000973216 0.000866546 0.000824401 0.000871678 0.000964016 0.000954422 0.000975537 0.000487093 0.000965437 0.000957327 0.000320215 0.000367074 0.000934005 0.000864973 0.00106694 0.00106408
internal_weight=0 2476 492 531 1945 476 324 269 1842 424 306 239 1751 1602 118 182 1426 1318 168 114 175 176 149 108
internal_count=2968 2476 492 531 1945 476 324 269 1842 424 306 239 1751 1602 118 182 1426 1318 168 114 175 176 149 108
is_linear=0
shrinkage=0.0032998


Tree=8710
num_leaves=25
num_cat=0
split_feature=3 3 43 43 3 12 12 376 13 42 43 3 147 3 3 16 475 51 159 3 42 16 16 3
split_gain=4.42543 2.06223 1.48197 0.506498 0.469008 0.45043 0.443672 0.213802 0.204034 0.190853 0.185956 0.158631 0.151991 0.119849 0.116401 0.151998 0.168013 0.0884463 0.0695644 0.107685 0.0580799 0.119258 0.0377703 0.0330169
threshold=-0.065674999999999983 0.28833000000000003 -0.064539999999999986 -0.23538999999999996 0.11500500000000001 0.056995000000000011 0.10331000000000001 0.083705000000000016 -0.016759999999999994 0.097585000000000019 -0.26788499999999998 -0.012504999999999997 0.085900000000000018 -0.091364999999999988 -0.16100499999999998 0.060835000000000007 -0.085774999999999976 -0.085384999999999989 0.018290000000000004 0.084670000000000009 0.083725000000000008 0.25968500000000005 -0.116045 0.13772500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 9 -1 12 8 -5 11 -8 -4 14 -12 -7 16 -16 -18 19 -13 -17 -22 -3 -6
right_child=1 22 4 7 23 6 10 -9 -10 -11 13 18 -14 -15 15 20 17 -19 -20 -21 21 -23 -24 -25
leaf_value=0.00092185826577023439 0.0010360795272306167 0.00056642362752715311 0.0010119999201105637 0.00070958740291440043 0.0008058826178176787 0.0013279834317706408 0.0012063218023688309 0.00081452243105990959 0.00043959344636778578 0.00096882944340668587 0.00086906518990588087 0.0012680554622164955 0.0010162474656963513 0.0010594848519054664 0.0010274802429842257 0.0012202167293437253 0.0013570854645846631 0.0012121674798012236 0.0012970605025967674 0.0010967281741149262 0.0010021524527452567 0.0011629975042502559 0.00044803505644997274 0.0009301970273628055
leaf_weight=78 57 60 70 75 53 81 52 84 53 79 69 68 52 84 55 60 52 1263 60 115 90 130 68 56
leaf_count=78 57 60 70 75 53 81 52 84 53 79 69 68 52 84 55 60 52 1263 60 115 90 130 68 56
internal_value=0 0.000892232 0.000956755 0.000758735 0.00106301 0.00116991 0.00117963 0.000683999 0.000598068 0.00111657 0.00103298 0.00115374 0.00119647 0.00097384 0.00120186 0.00119565 0.00121031 0.00121792 0.00119443 0.00116058 0.00112381 0.00109736 0.000503805 0.000870074
internal_weight=0 898 770 269 501 2066 1988 212 128 392 205 313 1783 153 1731 1650 1370 1315 243 183 280 220 128 109
internal_count=2964 898 770 269 501 2066 1988 212 128 392 205 313 1783 153 1731 1650 1370 1315 243 183 280 220 128 109
is_linear=0
shrinkage=0.0032998


Tree=8711
num_leaves=16
num_cat=0
split_feature=10 10 16 43 43 1456 160 0 4 49 0 1447 1212 16 393
split_gain=0.141615 0.105674 0.0927351 0.149116 0.0964044 0.110374 0.128118 0.122497 0.0943556 0.0701659 0.0708336 0.0708765 0.133685 0.0588883 0.0491309
threshold=-0.089679999999999982 -0.0078549999999999991 -0.066844999999999988 -0.18906999999999999 -0.12788999999999998 -0.076309999999999989 0.10150000000000002 -0.11656999999999999 0.03851000000000001 0.12518000000000004 0.12503500000000004 -0.086059999999999984 0.041590000000000009 -0.082119999999999985 0.086525000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 13 -6 7 8 -7 10 11 -5 -13 -3 -9
right_child=1 2 3 9 5 6 -8 14 -10 -11 -12 12 -14 -15 -16
leaf_value=-0.0027556580377451128 0.010957928148214318 0.011863904619332385 -0.0033549157737720265 0.009165979068264371 0.011479810671406009 -0.0056071248907796972 0.012105385523513593 0.0041462558242763084 0.0021855214076371512 -0.001284813081937296 0.0094575934532148357 0.0036902652196826959 -0.0027476546371964145 0.0049280465359937183 0.0089756648614973417
leaf_weight=90 61 84 100 58 59 60 53 844 165 85 58 1021 100 61 65
leaf_count=90 61 84 100 58 59 60 53 844 165 85 58 1021 100 61 65
internal_value=0 0.00401211 0.00386085 0.00290201 0.00483975 0.00435901 0.00400356 0.00362331 9.94975e-05 0.00337667 0.00369843 0.00341359 0.00311436 0.00895845 0.00449357
internal_weight=0 2874 2813 1422 1391 1246 1187 1134 225 1322 1237 1179 1121 145 909
internal_count=2964 2874 2813 1422 1391 1246 1187 1134 225 1322 1237 1179 1121 145 909
is_linear=0
shrinkage=0.16829


Tree=8712
num_leaves=13
num_cat=0
split_feature=10 41 39 13 10 2 12 16 13 48 0 0
split_gain=0.0980506 0.0882529 0.109844 0.0762477 0.0663911 0.132718 0.0581434 0.056791 0.10768 0.0785165 0.10692 0.0579169
threshold=-0.089679999999999982 0.078385000000000024 0.093225000000000016 -0.026489999999999996 0.057650000000000007 -0.013084999999999998 0.085325000000000012 -0.044939999999999987 -0.15462999999999996 -0.083779999999999979 -0.11073999999999999 -0.073374999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 -3 8 -7 -9 -11 -10
right_child=1 6 3 -5 -6 7 -8 9 11 10 -12 -13
leaf_value=-0.0022919092917138444 0.011933552211309425 0.010640705158956251 0.0025723201151047043 -0.0052761907193873891 -0.0023335209577865098 -0.0024240166778050297 0.0034352527692162104 0.0088059398567191804 0.0039717458834967172 -0.0032278256418649654 0.0026684462497026367 0.0072786206615908858
leaf_weight=90 52 76 68 72 56 68 56 53 1086 95 1016 176
leaf_count=90 52 76 68 72 56 68 56 53 1086 95 1016 176
internal_value=0 0.00333754 0.00313181 -0.00145122 0.00337909 0.00350545 0.00759746 0.003329 0.00408235 0.00246668 0.00216265 0.00443435
internal_weight=0 2874 2742 140 2602 2546 132 2494 1330 1164 1111 1262
internal_count=2964 2874 2742 140 2602 2546 132 2494 1330 1164 1111 1262
is_linear=0
shrinkage=0.16829


Tree=8713
num_leaves=31
num_cat=0
split_feature=1 2 43 3 0 4 15 4 0 4 3 12 3 0 0 4 43 4 3 1 1 1 1456 2 3 51 1213 0 4 13
split_gain=3.29353 0.515321 0.416736 0.420533 0.317896 0.252507 0.174073 0.364746 0.233976 0.169707 0.157553 0.20907 0.156464 0.126303 0.111935 0.110748 0.0954193 0.149829 0.095198 0.0869087 0.0839978 0.0702891 0.0529465 0.0510512 0.0455829 0.0651277 0.0389691 0.0446675 0.035493 0.0147653
threshold=0.10932500000000002 0.099845000000000003 -0.084114999999999981 0.28833000000000003 -0.13165999999999997 0.41377500000000006 0.033605000000000003 -0.14345499999999997 -0.076384999999999995 -0.17568999999999999 0.0035100000000000005 -0.0066799999999999993 -0.091894999999999991 -0.029849999999999998 -0.06612999999999998 -0.019794999999999997 0.054875000000000007 -0.078704999999999983 -0.080594999999999986 0.12200500000000002 0.088860000000000008 0.13436000000000001 -0.063379999999999978 0.14253500000000002 -0.039864999999999991 -0.40444499999999994 -0.17088999999999996 -0.08155999999999998 -0.0072149999999999992 -0.068484999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 21 5 -3 14 8 -8 10 -10 11 -1 15 24 -4 -13 22 -18 -14 -7 -15 -2 -9 -5 25 -6 -24 -28 -27 -19
right_child=2 4 3 23 13 19 7 16 9 -11 -12 12 18 20 -16 -17 17 29 -20 -21 -22 -23 26 -25 -26 28 27 -29 -30 -31
leaf_value=0.0008018798061807178 0.00018373877192353729 0.00028799818712024544 0.00057020172798664926 0.00022459954635665685 0.00046873775880093419 0.00037820639466882878 0.00089312897127374273 0.00052638215131228989 0.00056610641314801919 0.00036059690020771699 0.00044376079901536724 0.0005822352392881575 0.00064643510815707141 0.00032113462297728428 0.00039777270668146217 0.00037270701016927916 0.00039640067469487363 0.00065560536398827048 0.00055420800590565427 0.00021393421638658735 0.00049558475383350211 1.2215317520819788e-05 0.00056282478741192187 8.3897091996059086e-05 0.00045883195862597383 0.00064279486752757411 0.00067285698740255165 0.0006127796365763044 0.00055112746284607808 0.0005674792139326695
leaf_weight=55 52 81 80 61 59 67 54 55 83 96 75 55 336 52 89 58 55 52 204 77 77 53 76 54 54 101 332 265 103 53
leaf_count=55 52 81 80 61 59 67 54 55 83 96 75 55 336 52 89 58 55 52 204 77 77 53 76 54 54 101 332 265 103 53
internal_value=0 0.000570824 0.000284259 0.000329995 0.000479163 0.000392768 0.000596176 0.000628393 0.000564591 0.000456086 0.000589351 0.000604724 0.000588065 0.000513803 0.000479604 0.000475002 0.000612255 0.000537752 0.000611659 0.000290611 0.000425537 9.74958e-05 0.00062858 0.000158837 0.000549611 0.000568116 0.00063688 0.000646249 0.000596685 0.000611458
internal_weight=0 2431 533 428 527 313 1904 942 962 179 783 708 653 446 169 113 888 160 540 144 129 105 728 115 317 263 673 597 204 105
internal_count=2964 2431 533 428 527 313 1904 942 962 179 783 708 653 446 169 113 888 160 540 144 129 105 728 115 317 263 673 597 204 105
is_linear=0
shrinkage=0.0032998


Tree=8714
num_leaves=23
num_cat=0
split_feature=1 157 1 1213 43 0 484 1 52 457 151 4 52 52 403 159 0 52 1 1213 0 1213
split_gain=0.165157 0.0860592 0.0739455 0.0687499 0.0776521 0.0590777 0.0580963 0.0690445 0.076254 0.059025 0.0499257 0.0493906 0.0580502 0.0486585 0.0538997 0.0613344 0.0502605 0.0577619 0.0333796 0.0307928 0.0299096 0.0215696
threshold=0.092845000000000025 -0.09416999999999999 0.15099500000000002 -0.080614999999999978 0.0044550000000000006 0.060910000000000006 -0.020824999999999996 0.096630000000000008 0.11534500000000002 0.084620000000000015 0.0059200000000000008 -0.50810499999999992 0.51136500000000018 -0.09823999999999998 0.10232000000000001 1.0000000180025095e-35 -0.09194999999999999 -0.45635499999999996 0.118385 -0.086979999999999988 -0.077294999999999989 -0.17088999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 19 6 -3 20 9 -9 11 -5 13 16 15 -15 -13 -18 -10 21 -8 -1
right_child=1 2 -4 10 -6 -7 7 8 18 -11 -12 12 -14 14 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.0022176553999232514 -0.005459355133327167 0.0055041188911991576 -0.0043379907944879207 -0.0009705915047196796 -0.0043981867084770705 0.0062969049629563473 -0.00581681474662042 0.0014861787804754042 0.0087835904161242661 -0.0043398714246166443 0.0088863492686106094 0.0073311803799206311 -0.00071050774329703946 0.0046834242676921231 0.00012511126206212045 0.0080789646046798037 0.0042622075206482334 -0.00083261853764306692 0.0027738309918129197 7.2989440785903764e-05 -0.00022468237510769762 0.0061889565087506091
leaf_weight=83 52 91 56 52 52 81 52 403 53 56 65 52 63 989 63 180 119 133 54 81 58 76
leaf_count=83 52 91 56 52 52 81 52 403 53 56 65 52 63 989 63 180 119 133 54 81 58 76
internal_value=0 0.0011904 0.0015749 0.00388092 0.00148435 0.00196749 0.00150793 0.000967325 0.0017191 0.000771461 0.00428768 0.00410554 0.00427174 0.00447726 0.00494935 0.0052078 0.00255818 0.00156614 0.00576742 0.00276638 -0.00288457 0.00412719
internal_weight=0 956 904 2008 292 848 767 676 566 459 1716 1651 1599 1536 1232 1169 304 252 107 240 110 159
internal_count=2964 956 904 2008 292 848 767 676 566 459 1716 1651 1599 1536 1232 1169 304 252 107 240 110 159
is_linear=0
shrinkage=0.16829


Tree=8715
num_leaves=27
num_cat=0
split_feature=1 1 2 12 4 2 14 40 4 4 2 1429 160 150 12 1213 12 43 13 2 4 12 13 4 2 12
split_gain=7.36611 1.09836 0.680314 0.606615 0.443933 0.360444 0.307391 0.30963 0.276793 0.263554 0.209446 0.201042 0.201566 0.178034 0.14082 0.105524 0.111622 0.102405 0.0859213 0.0678397 0.0573069 0.0569725 0.0422266 0.0310262 0.0198257 0.0278592
threshold=0.10442000000000001 0.12448500000000001 0.098655000000000007 0.085075000000000026 0.31392000000000003 0.13631000000000001 0.064610000000000015 -0.074429999999999982 -0.040394999999999993 0.55074000000000012 0.13084500000000002 0.084845000000000018 -0.077324999999999991 0.10784500000000001 0.086445000000000008 0.104315 0.087625000000000022 -0.08076499999999999 -1.0000000180025095e-35 0.10523 -0.080414999999999986 0.11296000000000002 0.001665 0.24814500000000003 0.11183000000000003 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 17 5 -3 7 -1 -5 -6 14 13 -13 15 19 16 -9 -2 -19 -4 -17 22 24 -10 25 -16
right_child=1 4 10 8 9 -7 -8 11 23 -11 -12 12 -14 -15 21 20 -18 18 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00059697183839653467 0.0003186746791565728 0.00062695274495777587 0.00072283844349454313 0.00089791870477901763 5.5609336865989621e-05 0.0002571506764454404 0.0010562256323814469 0.00091390128591262968 0.00065612018539139489 0.00032896857001463202 0.00053111515375560815 0.0005682067193123609 0.00085678280358526219 0.00068176490630179887 0.00080404891178827381 0.00069254701977711219 0.00085357305255161458 0.00055888513975890851 0.00040020093115661836 0.00057069922449464285 0.00085105730745807398 0.00068784571148258766 0.00087712223768006263 0.0005428214453550267 0.00083008437927227919 0.00068974154470590398
leaf_weight=52 63 55 78 52 97 61 84 663 69 64 57 52 56 56 55 54 746 76 78 60 54 57 76 52 63 54
leaf_count=52 63 55 78 52 97 61 84 663 69 64 57 52 56 56 55 54 746 76 78 60 54 57 76 52 63 54
internal_value=0 0.00043612 0.00082978 0.000549063 0.000276976 0.000432792 0.000859543 0.000849989 0.000695152 0.000164493 0.000721552 0.000857795 0.000718165 0.000867359 0.000745976 0.000874187 0.000881985 0.000432433 0.000478741 0.000656946 0.000772128 0.000786143 0.000808593 0.000607721 0.000778108 0.000747743
internal_weight=0 667 2317 390 277 116 1817 1733 173 161 500 1681 108 1573 443 1517 1409 217 154 138 108 305 248 121 172 109
internal_count=2984 667 2317 390 277 116 1817 1733 173 161 500 1681 108 1573 443 1517 1409 217 154 138 108 305 248 121 172 109
is_linear=0
shrinkage=0.0032998


Tree=8716
num_leaves=11
num_cat=0
split_feature=9 1213 1446 147 16 52 106 4 2 1213
split_gain=0.152263 0.0900553 0.0784369 0.0668463 0.0632197 0.0596538 0.059445 0.0631705 0.0634967 0.0488423
threshold=0.093040000000000012 0.084325000000000011 0.11018500000000002 0.093085000000000015 0.63563000000000014 0.090675000000000019 0.085650000000000018 0.5567700000000001 0.12750000000000003 0.12389500000000002
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 9 7 8 -1 -3
right_child=-2 5 -4 -5 -6 -7 -8 -9 -10 -11
leaf_value=0.0030720816072459206 -0.006365695171061253 -0.0016310981031331341 0.0088734053957052004 0.0079211966160414055 -0.0030836619822891122 -0.0054102292435633708 -0.0025765814712618946 0.0085045836461365397 -0.00012420776392445338 0.0041700094040390788
leaf_weight=2222 53 89 63 72 52 54 56 57 190 76
leaf_count=2222 53 89 63 72 52 54 56 57 190 76
internal_value=0 0.00272598 0.00299116 0.00285059 0.00270822 -0.000549769 0.00282821 0.00295153 0.00281956 0.00103004
internal_weight=0 2931 2712 2649 2577 219 2525 2469 2412 165
internal_count=2984 2931 2712 2649 2577 219 2525 2469 2412 165
is_linear=0
shrinkage=0.16829


Tree=8717
num_leaves=28
num_cat=0
split_feature=1 3 15 3 1 40 12 0 15 1 0 1 133 1446 156 1 0 1213 12 0 12 0 15 0 133 1 403
split_gain=8.18663 1.07478 1.33738 1.06389 0.760863 0.687908 0.553434 0.307722 0.225298 0.20837 0.266569 0.192909 0.176006 0.163164 0.159737 0.286275 0.229614 0.141192 0.139892 0.127901 0.124562 0.119366 0.107896 0.0879498 0.0805996 0.0529816 0.0431066
threshold=0.11156000000000001 0.28833000000000003 -0.21242999999999998 -0.026279999999999998 0.09258000000000001 -0.0087249999999999984 -1.0000000180025095e-35 -0.06952499999999999 -0.43587999999999999 0.098715000000000011 -0.14164999999999997 0.081540000000000015 -0.14488499999999996 0.088585000000000011 0.087205000000000019 0.08346000000000002 -0.10028499999999999 0.104315 0.091625000000000012 -0.082304999999999975 -0.041014999999999989 -0.047019999999999999 -0.50173499999999993 0.10446500000000002 0.035950000000000003 0.11907500000000001 0.085615000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 7 14 -4 -6 9 22 10 -1 18 19 17 15 16 -5 -14 -9 26 -3 24 -2 -13 -20 -7 -12
right_child=1 20 5 4 6 25 -8 11 -10 -11 12 23 13 -15 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0011583714605872266 0.00027985479353564123 0.00026463881171126692 0.00039855783976707116 0.0010679752520121213 0.0004160311892606701 0.00074085676171787413 0.00078141630477683371 0.00093345667903447171 0.00012187159779776876 0.00078793085887245064 0.0011592306891611474 0.00085905280953546461 0.00094142851798146015 0.0010865870890205357 0.0010426017490584149 0.00064089147437577227 0.00077675631977207912 0.00080005182521340897 0.00089841575518326364 0.0009105482936575996 4.7744947449138217e-05 0.00060656206037436973 0.00049084919774113024 0.001031444796958705 0.00072016564363994293 0.00086525775330289925 0.0010281951850985862
leaf_weight=75 54 66 63 61 94 79 88 57 53 79 80 67 1190 82 52 59 60 86 53 53 52 52 54 71 66 85 53
leaf_count=75 54 66 63 61 94 79 88 57 53 79 80 67 1190 82 52 59 60 86 53 53 52 52 54 71 66 85 53
internal_value=0 0.000445566 0.000529477 0.000906306 0.000753206 0.00069275 0.000592894 0.000936998 0.000299054 0.00095587 0.000964043 0.000849346 0.000954581 0.000941292 0.000878817 0.000831305 0.00092386 0.000931928 0.000789478 0.00105141 0.000169357 0.000741279 0.000385678 0.000948003 0.00079985 0.000805548 0.00110728
internal_weight=0 506 388 2478 414 227 182 2064 161 1698 1619 366 1544 1358 232 180 121 1276 228 186 118 171 108 138 119 164 133
internal_count=2984 506 388 2478 414 227 182 2064 161 1698 1619 366 1544 1358 232 180 121 1276 228 186 118 171 108 138 119 164 133
is_linear=0
shrinkage=0.0032998


Tree=8718
num_leaves=16
num_cat=0
split_feature=393 374 0 3 43 43 2 1446 2 12 1 43 43 1 11
split_gain=0.110228 0.0934309 0.128381 0.120369 0.0858924 0.125654 0.0965194 0.0790767 0.072783 0.068732 0.135184 0.0771068 0.077762 0.0608918 0.0300773
threshold=0.092175000000000021 0.08517000000000001 -0.06952499999999999 -0.23394499999999999 -0.16130499999999998 -0.085594999999999991 -1.0000000180025095e-35 0.094620000000000024 0.09056500000000002 -0.10468499999999999 0.12000500000000001 0.086765000000000023 0.060690000000000008 1.0000000180025095e-35 0.085990000000000011
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 9 -8 -1 11 12 -11 -13 -4
right_child=-2 -3 3 4 5 6 8 -9 -10 10 -12 13 -14 -15 -16
leaf_value=0.008500227172120161 -0.0030783548316559331 0.010040595208772986 0.0089783725011231448 -0.0055788102737109576 0.0075841830551848753 -0.0059794748748857292 0.004464705145476343 0.0084868638548386763 -0.00069463952935749169 0.0032324503977920406 -0.0033569809995194328 0.0044450367564077215 -0.0028717250197213425 0.010772363707237857 0.0032357013576641102
leaf_weight=69 88 52 52 71 65 72 107 86 279 1642 88 133 61 65 54
leaf_count=69 88 52 52 71 65 72 107 86 279 1642 88 133 61 65 54
internal_value=0 0.00295789 0.00282776 0.000845538 -8.37152e-05 0.000658838 -0.000320094 0.0034741 0.000730887 0.00326375 0.00308119 0.00338017 0.00301275 0.00653126 0.00606981
internal_weight=0 2896 2844 700 594 523 458 2144 386 2058 1989 1901 1703 198 106
internal_count=2984 2896 2844 700 594 523 458 2144 386 2058 1989 1901 1703 198 106
is_linear=0
shrinkage=0.16829


Tree=8719
num_leaves=12
num_cat=0
split_feature=393 8 1447 3 43 43 50 14 3 1 1
split_gain=0.0772963 0.073253 0.0579934 0.0807476 0.0790512 0.204785 0.0824829 0.0841038 0.0806655 0.0573868 0.0488538
threshold=0.10644000000000002 0.084325000000000011 -0.085574999999999984 -0.085549999999999973 -0.23933499999999996 -0.16130499999999998 -1.0000000180025095e-35 -0.23835999999999999 -0.076189999999999994 0.14195000000000002 0.082535000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 -6 8 -8 -7 -9 -4
right_child=-2 -3 4 -5 5 6 7 9 -10 -11 -12
leaf_value=-0.0058982163965751126 -0.0041069123732453486 -0.0032376773777043634 0.0041754547109887309 0.0026788333843186054 -0.0072066483883877226 0.0028106423893080679 0.0080523899731108524 0.0028742363267840886 -0.0064178346782834822 -0.0024697531090371195 0.010723449348399918
leaf_weight=54 52 63 89 73 60 53 88 2288 54 58 52
leaf_count=54 52 63 89 73 60 53 88 2288 54 58 52
internal_value=0 0.00242631 0.00255131 -0.000953955 0.00271431 0.00250282 0.00273279 0.00293411 -0.00182993 0.00274135 0.00660306
internal_weight=0 2932 2869 127 2742 2601 2541 2434 107 2346 141
internal_count=2984 2932 2869 127 2742 2601 2541 2434 107 2346 141
is_linear=0
shrinkage=0.16829


Tree=8720
num_leaves=23
num_cat=0
split_feature=1 47 2 123 2 123 2 2 1 50 0 14 41 0 0 49 1 13 2 0 1 2
split_gain=6.32156 1.28659 0.805761 0.66149 0.505951 0.310632 0.306807 0.193556 0.336436 0.135242 0.12744 0.110126 0.27874 0.125045 0.256428 0.105528 0.0832584 0.0378815 0.0389743 0.0336799 0.0334715 0.0234159
threshold=0.10749500000000002 0.085585000000000008 0.13881000000000002 1.0000000180025095e-35 0.10393500000000001 0.083430000000000018 1.0000000180025095e-35 0.11018500000000002 0.12646500000000002 0.12170000000000002 -0.11742499999999999 0.073890000000000011 0.077300000000000021 0.027395000000000006 -0.069074999999999984 0.10852500000000001 0.096035000000000023 -0.070339999999999986 0.11523000000000001 0.055865000000000005 0.11477000000000001 0.17990500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 9 7 -3 8 -2 11 -6 12 13 14 -1 17 -5 -12 19 -19 -9 -4
right_child=1 6 21 16 10 -7 -8 20 -10 -11 15 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.001212704390655774 0.0011263836241862241 0.0011501429703287263 0.0004917360318468755 0.001006040217188761 0.00091366485351897448 0.0005876253845538827 0.00085337996437786915 0.00067253164322490669 0.00075466787341342827 0.0010549208413209489 0.0010563032078160267 0.0013326581189096025 0.0009656672090499344 0.0013419471520484264 0.0010133957632888547 0.00097972063327926139 0.00081372612493247666 0.0011313881912619476 0.0010792108212984341 0.0012571687829267698 0.00079627964132491277 0.00039146234673961388
leaf_weight=1539 53 96 63 53 53 74 65 52 55 69 69 79 54 79 76 73 52 57 57 57 57 52
leaf_count=1539 53 96 63 53 53 74 65 52 55 69 69 79 54 79 76 73 52 57 57 57 57 52
internal_value=0 0.000780511 0.00068127 0.00116865 0.00118058 0.000773848 0.00103055 0.000837191 0.00093741 0.00120241 0.0010674 0.00120796 0.00120231 0.00120983 0.00120335 0.00109332 0.000911135 0.00112772 0.00115633 0.00119459 0.000737567 0.000446701
internal_weight=0 567 406 2367 2262 291 161 217 108 1896 366 1827 1748 1694 1615 313 105 240 171 114 109 115
internal_count=2934 567 406 2367 2262 291 161 217 108 1896 366 1827 1748 1694 1615 313 105 240 171 114 109 115
is_linear=0
shrinkage=0.0032998


Tree=8721
num_leaves=17
num_cat=0
split_feature=96 2 0 403 49 4 13 130 1429 49 124 14 4 2 2 403
split_gain=0.184121 0.11167 0.193928 0.102556 0.0889707 0.0888075 0.108374 0.0820894 0.0851612 0.0800802 0.0771669 0.0718004 0.054935 0.0546447 0.0498585 0.0353122
threshold=1.0000000180025095e-35 0.10859000000000001 0.098975000000000021 -0.53317999999999988 -0.14867499999999997 0.41248000000000007 -0.15325499999999995 -0.019164999999999998 -0.086994999999999989 0.11151500000000002 -0.077084999999999987 -0.22654999999999997 -0.057674999999999997 0.11355500000000002 0.13018000000000005 -0.064649999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 -1 -5 6 -6 15 -9 10 -3 -12 -13 -14 -11 -8
right_child=-2 2 -4 4 5 -7 7 8 -10 14 11 12 13 -15 -16 -17
leaf_value=-0.0023768864700386676 -0.0060877334714854372 -0.0051411741955731454 -0.0085421345427467432 0.01061004777205571 -0.0041514596265021016 0.0097518384231091455 0.0045245868169148818 0.010068672922810685 0.0031459654234335149 0.0024384144495611208 0.0075210631366905544 0.0057066138847293897 -0.0050612776845978761 0.00098441041186704981 0.0094119877459122106 0.01028401095402934
leaf_weight=79 64 53 55 53 52 65 55 52 1849 61 52 53 53 210 57 71
leaf_count=79 64 53 55 53 52 65 55 52 1849 61 52 53 53 210 57 71
internal_value=0 0.00302995 0.000970956 0.00356653 0.00378106 0.00361141 0.00341856 0.00361365 0.00333627 0.00194501 0.000854019 0.00172234 0.000762434 -0.000227091 0.00582223 0.00778424
internal_weight=0 2870 594 2276 2197 2144 2079 2027 1901 539 421 368 316 263 118 126
internal_count=2934 2870 594 2276 2197 2144 2079 2027 1901 539 421 368 316 263 118 126
is_linear=0
shrinkage=0.16829


Tree=8722
num_leaves=16
num_cat=0
split_feature=96 2 0 150 1 4 4 50 1452 4 1447 1447 130 51 1
split_gain=0.127432 0.08245 0.116207 0.114978 0.139486 0.116344 0.0704554 0.068981 0.0998806 0.0693769 0.0618997 0.070919 0.0558483 0.0501845 0.0360105
threshold=1.0000000180025095e-35 0.10393500000000001 0.12429000000000001 0.094620000000000024 0.14114500000000005 0.31392000000000003 0.074650000000000008 0.12170000000000002 0.087375000000000008 0.41248000000000007 -0.085574999999999984 -0.081579999999999986 0.10378500000000002 0.093070000000000014 0.11849500000000002
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 13 8 9 10 -1 -12 -13 -3 -7
right_child=-2 2 -4 -5 -6 14 -8 -9 -10 -11 11 12 -14 -15 -16
leaf_value=-0.0015064279521035972 -0.0050632301510751447 0.0030037104335725044 -0.0061205263805430695 -0.0036144749692310217 0.010368559123843265 -0.00011028730062235962 0.007513977631413103 -0.0016672533330936621 0.0091970187602616136 0.0090290478970641123 0.0090730670841434116 0.0030828668940614118 -0.001204962956248355 -0.0023866838134255328 -0.0058865032103375178
leaf_weight=88 64 241 60 101 58 66 81 84 77 53 54 1698 90 61 58
leaf_count=88 64 241 60 101 58 66 81 84 77 53 54 1698 90 61 58
internal_value=0 0.00252057 0.000966854 0.00160805 0.00254482 0.00164625 0.00309906 0.00304585 0.00323891 0.00300665 0.00284033 0.00304897 0.00286603 0.00190897 -0.00282655
internal_weight=0 2870 726 666 565 507 383 2144 2060 1983 1930 1842 1788 302 124
internal_count=2934 2870 726 666 565 507 383 2144 2060 1983 1930 1842 1788 302 124
is_linear=0
shrinkage=0.16829


Tree=8723
num_leaves=32
num_cat=0
split_feature=3 15 150 15 0 13 43 15 3 0 52 0 15 3 13 159 43 403 160 43 3 15 49 42 3 50 3 0 51 50 15
split_gain=8.45069 2.55076 1.94086 1.92864 0.998994 0.976881 0.788353 0.4553 0.595654 0.386402 0.312665 0.271717 0.252363 0.201724 0.265959 0.163955 0.239233 0.232058 0.207489 0.183009 0.176128 0.146251 0.12259 0.120339 0.115052 0.0965302 0.0866025 0.0647277 0.095714 0.0400907 0.0748278
threshold=-0.057749999999999989 -0.26361999999999991 0.08486500000000001 -0.24511999999999998 -0.10998999999999999 -1.0000000180025095e-35 0.021175000000000003 -0.025879999999999997 -0.14884499999999998 -0.098749999999999991 -0.059794999999999994 -0.063819999999999988 -0.075094999999999981 0.10766000000000002 0.00085500000000000018 0.041590000000000009 -0.15450999999999995 -0.45015499999999992 -0.034419999999999992 0.057215000000000009 -0.11211999999999998 -1.0000000180025095e-35 -0.06951499999999998 0.097895000000000024 -0.079634999999999997 0.017860000000000004 -0.09738999999999999 -0.084114999999999981 -0.40444499999999994 0.083090000000000011 -0.14051999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 -1 -2 6 10 8 -5 22 -3 -6 24 14 21 16 20 -18 -17 26 -9 -7 -4 -21 29 -26 -19 -14 -29 30 -10
right_child=1 2 9 7 11 13 -8 15 12 -11 -12 -13 27 -15 -16 18 17 19 -20 23 -22 -23 -24 -25 25 -27 -28 28 -30 -31 -32
leaf_value=0.00051141086234802471 0.0007244610236121755 0.00051579471558945225 0.00074499622365441849 0.00074321351200386514 0.00035307385014208864 0.0010793155429276757 0.0011024092900893253 0.0011859851370775078 0.0012603426507224375 0.0002845865010224041 0.00079940898374283485 2.6774329455983156e-05 0.00091461053705331182 0.00091541198718359353 0.00096127924983112844 0.00090782797534739632 0.0010616209664937931 0.0013364862931420547 0.0011806946419338704 0.001075223905874483 0.00091681941501842612 0.0013111439554514925 0.00052100233694259992 0.0012653171955024408 0.0010046716001435073 0.0011795037041782751 0.0012357475355999729 0.00096396196279306949 0.0011331968684089202 0.0012729791919657875 0.0011256100142481994
leaf_weight=53 61 82 54 53 59 53 61 54 75 52 90 53 57 69 71 52 103 119 79 128 56 76 56 55 87 64 695 76 80 66 145
leaf_count=53 61 82 54 53 59 53 61 54 75 52 90 53 57 69 71 52 103 119 79 128 56 76 56 55 87 64 695 76 80 66 145
internal_value=0 0.000741725 0.000834752 0.00113407 0.000384468 0.000936186 0.000779225 0.0011502 0.00108161 0.000520215 0.000664402 0.000198979 0.00110915 0.00107201 0.00112586 0.00118613 0.00119839 0.00121327 0.00107265 0.0012289 0.00104928 0.00121617 0.000631283 0.00113255 0.00115513 0.00107901 0.00125052 0.00101465 0.00105097 0.0011952 0.0011717
internal_weight=0 837 664 2097 173 502 233 2044 703 162 172 112 650 269 200 1341 1210 1100 131 997 110 129 110 183 437 151 814 213 156 286 220
internal_count=2934 837 664 2097 173 502 233 2044 703 162 172 112 650 269 200 1341 1210 1100 131 997 110 129 110 183 437 151 814 213 156 286 220
is_linear=0
shrinkage=0.0032998


Tree=8724
num_leaves=25
num_cat=0
split_feature=2 12 3 2 2 12 12 2 2 11 2 3 2 42 0 9 0 3 133 2 12 16 1452 2
split_gain=3.20206 1.67907 0.694382 0.509916 0.44136 0.235566 0.229498 0.226476 0.126358 0.158999 0.126149 0.124634 0.120682 0.0947938 0.0912177 0.0853993 0.0844638 0.0830271 0.0813722 0.080888 0.0779353 0.0626551 0.0614972 0.0335875
threshold=0.11504500000000002 -0.0089849999999999982 0.10402500000000002 -1.0000000180025095e-35 0.14132000000000003 0.090125000000000025 0.098785000000000012 0.096080000000000013 0.091525000000000009 1.0000000180025095e-35 0.123795 -0.091894999999999991 0.25063000000000007 -1.0000000180025095e-35 -0.062109999999999992 -1.0000000180025095e-35 -0.078924999999999981 -0.073444999999999983 0.11094500000000002 0.12068000000000001 0.092355000000000007 -0.0046349999999999994 0.087120000000000017 0.090695000000000012
decision_type=2 2 2 2 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 15 5 10 8 -5 14 11 -2 -10 21 23 18 -1 -13 -15 22 -7 -20 -6 -3 -8
right_child=4 2 -4 7 12 19 13 -9 9 -11 -12 16 -14 17 -16 -17 -18 -19 20 -21 -22 -23 -24 -25
leaf_value=0.00034637920703092247 0.00026550844793756326 0.00075858132396444558 0.00043435674587970983 0.00070768698829653176 0.00037803740588318813 0.00066172290651697358 0.0007377783366631183 0.00044708796342098523 0.00052645928469632691 0.00082777194021823805 0.00045231582400419177 0.00062859670594197408 0.00010645836458163654 0.00048303507660019888 0.00063645959665561286 0.00016549946528244262 0.00074642794416208708 0.00064742784718409133 0.0006109089192672789 0.00048013191337784906 0.00076187643656314651 0.00021436162427634548 0.00087925917679353876 0.00063875425642227128
leaf_weight=64 73 1112 99 63 53 53 83 89 71 69 89 149 56 67 80 53 131 73 84 59 74 52 52 86
leaf_count=64 73 1112 99 63 53 53 83 89 71 69 89 149 56 67 80 53 131 73 84 59 74 52 52 86
internal_value=0 0.000675679 0.000705411 0.000429073 0.00036872 0.000449427 0.000717987 0.000555331 0.000732215 0.000681056 0.000368355 0.000652114 0.000231149 0.00063398 0.000747516 0.000264743 0.000683851 0.000569006 0.000754209 0.000566378 0.000681838 0.000297314 0.000764003 0.000687596
internal_weight=0 2499 2230 269 435 274 2131 152 1822 420 162 351 161 309 1402 117 280 140 1322 112 158 105 1164 169
internal_count=2934 2499 2230 269 435 274 2131 152 1822 420 162 351 161 309 1402 117 280 140 1322 112 158 105 1164 169
is_linear=0
shrinkage=0.0032998


Tree=8725
num_leaves=12
num_cat=0
split_feature=1211 151 16 8 47 1213 121 124 42 12 0
split_gain=0.0899467 0.0775303 0.163987 0.0977649 0.0854103 0.0688558 0.0625741 0.0878935 0.0651986 0.0591247 0.0486976
threshold=0.08789000000000001 0.082375000000000018 -0.017744999999999997 0.084325000000000011 0.11414000000000001 0.11058500000000002 -1.0000000180025095e-35 -0.086289999999999992 -0.067604999999999985 0.089585000000000012 -0.081644999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -8 -9 -6 -2
right_child=10 2 -4 -5 9 -7 7 8 -10 -11 -12
leaf_value=0.0094824965639998589 0.010553585622523582 0.0056406646564673927 -0.0073038226642897419 -0.0032810787206789898 -0.0037076458744050625 -0.0018469863626307799 -0.0015132561646271116 0.0020540672154991634 0.0044333072221473006 0.0029516280483488362 0.0042492794163845717
leaf_weight=57 75 53 58 60 74 59 84 399 1867 77 67
leaf_count=57 75 53 58 60 74 59 84 399 1867 77 67
internal_value=0 0.00323908 -0.00110694 0.00341996 0.00357428 0.00381224 0.0039517 0.00381678 0.00401516 -0.000299959 0.00759167
internal_weight=0 2788 111 2677 2617 2466 2407 2350 2266 151 142
internal_count=2930 2788 111 2677 2617 2466 2407 2350 2266 151 142
is_linear=0
shrinkage=0.16829


Tree=8726
num_leaves=22
num_cat=0
split_feature=1 1 3 39 3 39 2 3 1 43 2 13 0 3 133 1 483 3 2 0 43
split_gain=23.4669 3.86352 1.29078 1.17835 0.968585 1.04464 0.642125 0.599259 0.578164 0.325244 0.32462 0.29748 0.292954 0.259972 0.229863 0.210416 0.167772 0.164797 0.192291 0.143801 0.0430849
threshold=0.10509 0.12313000000000002 -0.036264999999999992 0.0047850000000000011 0.28833000000000003 0.087620000000000017 0.123795 0.085090000000000013 0.088035000000000016 -0.049364999999999992 0.10523 0.032645000000000007 -0.14534499999999997 -0.097574999999999981 -0.0011549999999999998 0.087225000000000011 0.089065000000000019 -0.22442499999999996 0.091465000000000005 -0.042499999999999989 -0.077904999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 6 5 -3 7 11 -5 -4 20 12 -1 -14 -13 -9 -15 -16 -19 -7 -2
right_child=1 4 9 8 -6 19 -8 15 -10 -11 -12 14 13 16 17 -17 -18 18 -20 -21 -22
leaf_value=0.0012747943921409708 0.00090011369100516196 0.0003993116596859297 0.00013959993139803142 0.0009169379393163125 -0.00029337938986861474 -0.00017901732669317296 0.00067106888600362456 0.00096444018662614954 0.00048477943821994543 0.00043339249923375639 0.00054128949227031081 0.00076238346233867737 0.00086849851631021452 0.0010680503610046082 0.0011532707248789744 0.00071757179495953978 0.00094718525633158857 0.0010259575921562089 0.00079633607125776187 5.1837494721003101e-05 0.00075766898217693036
leaf_weight=65 52 86 73 66 87 67 59 68 70 95 74 64 87 1353 53 89 144 108 66 52 52
leaf_count=65 52 86 73 66 87 67 59 68 70 95 74 64 87 1353 53 89 144 108 66 52 52
internal_value=0 0.000277872 0.000513769 0.00099349 -1.52941e-06 0.000122157 0.00101232 0.0010219 0.000694762 0.000305942 0.000709722 0.00103784 0.00105518 0.00104615 0.000939461 0.00082472 0.00105645 0.000989231 0.000939062 -7.78436e-05 0.00082923
internal_weight=0 638 346 2292 292 205 2156 2097 136 168 178 1940 1649 1584 291 157 1497 227 174 119 104
internal_count=2930 638 346 2292 292 205 2156 2097 136 168 178 1940 1649 1584 291 157 1497 227 174 119 104
is_linear=0
shrinkage=0.0032998


Tree=8727
num_leaves=22
num_cat=0
split_feature=1 49 1 1 49 11 124 47 0 0 160 151 16 0 0 0 0 1453 13 49 0
split_gain=6.40085 0.958659 0.657585 0.551971 0.467689 0.414616 0.419407 0.283554 0.247557 0.228392 0.238643 0.21968 0.162518 0.159524 0.130428 0.107712 0.233027 0.0821786 0.073101 0.0400107 0.0209441
threshold=0.10749500000000002 -0.021474999999999998 0.12448500000000001 0.081315000000000012 -0.011669999999999998 1.0000000180025095e-35 -0.048219999999999992 0.11230000000000001 -0.14920999999999998 -0.12851999999999997 -0.021314999999999997 -0.084639999999999979 -0.088314999999999991 -0.13619499999999998 0.11160500000000002 -0.11167499999999998 -0.066574999999999981 -0.014859999999999998 0.17888000000000001 -0.092109999999999984 -0.018054999999999998
decision_type=2 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 19 -2 6 -3 15 -7 -6 -11 -5 -13 -8 17 -4 -17 -15 -19 -1 -18
right_child=2 5 7 11 9 8 13 -9 -10 10 -12 12 -14 14 -16 16 20 18 -20 -21 -22
leaf_value=0.00076746847980828001 0.00035679463387820932 0.00058436478897566505 0.00041633797709094989 0.00036998223832064201 0.00046539149817835984 0.0012213111112022066 0.00072168765564940601 0.00054225550974388106 0.00093487637821931672 0.00055746920551837055 0.00083403253781059615 0.00049568612582431143 0.0007470972794195043 0.00077679379767469042 0.00071589509950140931 6.2288041539893985e-05 0.00028045196171724629 0.00087861844454406352 0.00098481914227329932 0.00089092560351830736 0.00037350394115982154
leaf_weight=62 82 60 53 54 52 54 82 60 90 58 86 55 60 88 58 53 58 1559 80 68 58
leaf_count=62 82 60 53 54 52 54 82 60 90 58 86 55 60 88 58 53 58 1559 80 68 58
internal_value=0 0.000845324 0.000452913 0.000670149 0.00056699 0.000870598 0.000857731 0.000340329 0.00104253 0.000654749 0.000722884 0.000545196 0.000627164 0.000866497 0.00087313 0.000285596 0.000244386 0.00087839 0.000883824 0.000832317 0.000327282
internal_weight=0 2370 560 299 278 2071 1927 282 144 196 144 169 115 1867 1785 222 169 1727 1639 130 116
internal_count=2930 2370 560 299 278 2071 1927 282 144 196 144 169 115 1867 1785 222 169 1727 1639 130 116
is_linear=0
shrinkage=0.0032998


Tree=8728
num_leaves=23
num_cat=0
split_feature=1 52 1 12 123 2 0 150 2 2 13 472 16 51 2 0 160 16 1 52 1 12
split_gain=11.3588 3.05306 1.70813 1.39645 0.968026 0.840742 0.459305 0.427551 0.345299 0.308807 0.294888 0.242847 0.293351 0.266122 0.254514 0.242232 0.193675 0.188593 0.160305 0.134344 0.0715305 0.049248
threshold=0.10123500000000001 -0.40011499999999994 0.12622500000000003 0.088965000000000002 1.0000000180025095e-35 0.123795 -0.10339499999999999 1.0000000180025095e-35 -0.026084999999999994 0.14744000000000002 -0.0023899999999999993 -0.079954999999999984 0.11702000000000001 -0.093789999999999984 0.099185000000000009 -0.22745499999999999 0.0034400000000000008 -0.15105999999999997 0.11392000000000001 -0.27957499999999996 0.10921500000000002 0.086260000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 5 11 -4 10 -8 -10 -3 -1 15 19 -15 -13 17 -17 -5 -14 -9 -18
right_child=1 2 6 18 -6 -7 8 20 9 -11 -12 12 13 14 -16 16 21 -19 -20 -21 -22 -23
leaf_value=0.0013760329196172752 0.0012348414928760524 0.00059189222121601502 0.00063142981665502082 0.0011487510203098505 0.00077406572272765723 0.00081292412102387161 8.1043303260240734e-05 0.00053062401617344718 0.00055521312834913474 0.00023703993479286598 0.00089102987882880139 0.00099673318226811041 0.0010795432130568615 0.0010930308306348676 0.00079709285801474162 0.0010515492092341885 0.0013486011391106829 0.0011997745609333766 0.00090747382796398232 0.001309704315461666 0.000360674982213332 0.0012458368736410156
leaf_weight=74 97 83 66 64 68 68 52 61 68 66 65 66 61 79 55 105 108 1323 61 56 52 132
leaf_count=74 97 83 66 64 68 68 52 61 68 66 65 66 61 79 55 105 108 1323 61 56 52 132
internal_value=0 0.000689065 0.000606031 0.000744091 0.00116315 0.00117557 0.000394418 0.000606409 0.000310128 0.000398764 0.000723508 0.00118753 0.00118049 0.00107367 0.000971827 0.00119593 0.00120379 0.0011889 0.00103129 0.00119001 0.000452729 0.00129223
internal_weight=0 735 638 386 2195 2127 252 261 186 134 148 2059 1985 251 134 1734 1668 1428 125 117 113 240
internal_count=2930 735 638 386 2195 2127 252 261 186 134 148 2059 1985 251 134 1734 1668 1428 125 117 113 240
is_linear=0
shrinkage=0.0032998


Tree=8729
num_leaves=24
num_cat=0
split_feature=1 402 403 403 133 48 0 0 16 51 48 48 16 16 403 42 41 130 0 1 16 16 16
split_gain=0.138061 0.0835008 0.0947923 0.166489 0.0628183 0.0623603 0.0604709 0.0548738 0.0631258 0.0841771 0.0909498 0.0531557 0.051572 0.0626982 0.0515497 0.0893375 0.0769166 0.0875624 0.0544651 0.0438485 0.0650252 0.0243079 0.0174056
threshold=0.12313000000000002 -0.020594999999999999 -0.121015 -0.40281999999999996 0.5140450000000002 -0.078159999999999993 -0.10339499999999999 -0.11742499999999999 -0.28430999999999995 0.090735000000000024 0.081520000000000023 -0.089974999999999986 0.062500000000000014 -0.42170999999999997 0.052650000000000009 0.092340000000000019 0.075585000000000013 -0.0087849999999999977 -0.080244999999999997 0.077375000000000013 -0.073309999999999986 -0.086909999999999987 -0.52819999999999989
decision_type=2 2 2 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 19 11 -2 8 22 10 -10 -4 13 -8 16 18 17 -9 -16 20 21 -1 -7
right_child=6 2 5 -5 -6 7 12 14 9 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.011041655156616132 0.0054733216939640318 0.0051550345826396528 0.0048286924108026435 -0.0066616375330930035 0.003120113929959941 0.0044628721169155759 0.0026273474937975293 0.01051280102582631 -0.0062548747150505193 0.0068341489193022272 0.0025295485888870207 -0.0026325592636936728 0.0036310293719359257 -0.0046122726562511165 0.0034520168760847109 0.0090756293089705835 0.011893412279962108 0.0054922932887975047 -0.0030489808033235771 0.0056081041726970442 0.015447416585893449 0.0060813853468037315 0.0088383524135710809
leaf_weight=53 76 90 56 54 64 55 54 107 52 61 93 52 72 90 116 58 63 1365 53 74 54 65 53
leaf_count=53 76 90 56 54 64 55 54 107 52 61 93 52 72 90 116 58 63 1365 53 74 54 65 53
internal_value=0 0.00525549 0.00490792 0.000711306 0.00785978 0.0051838 0.00139033 0.00538917 0.00332599 0.00158678 -0.000608337 0.0012196 -3.79652e-05 -0.00188494 0.00575582 0.00337103 0.00610731 0.00585846 0.00140261 0.00908556 0.0105712 0.00832453 0.00662673
internal_weight=0 2638 2328 144 310 2184 292 2076 314 206 145 108 216 144 1762 227 1535 1472 169 246 172 118 108
internal_count=2930 2638 2328 144 310 2184 292 2076 314 206 145 108 216 144 1762 227 1535 1472 169 246 172 118 108
is_linear=0
shrinkage=0.16829


Tree=8730
num_leaves=24
num_cat=0
split_feature=2 12 4 13 49 4 16 0 1453 3 2 49 1 4 12 49 0 3 151 0 1209 51 13
split_gain=0.336593 0.134884 0.169801 0.124277 0.120528 0.153408 0.171431 0.116975 0.103496 0.107803 0.100465 0.118701 0.100969 0.0860428 0.083233 0.0723744 0.0560843 0.0952806 0.0649202 0.0518796 0.0518339 0.0501519 0.0424204
threshold=0.25063000000000007 0.083885000000000015 -0.17568999999999999 -0.15325499999999995 -0.085999999999999979 -0.011369999999999998 -0.034884999999999992 -0.087984999999999994 -0.076919999999999988 -0.13392999999999997 0.093320000000000014 -0.0087399999999999995 0.13216000000000003 0.078235000000000013 0.093065000000000009 0.059130000000000009 -0.088794999999999985 -0.086504999999999985 -0.085009999999999988 -0.091829999999999981 -0.078174999999999981 -1.0000000180025095e-35 0.097460000000000019
decision_type=2 2 2 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 -3 -4 6 -6 -8 -5 14 11 -7 -13 -12 -10 -15 17 -11 -18 -19 -20 -1 -16
right_child=-2 3 4 8 5 10 7 -9 9 16 13 12 -14 15 22 -17 18 19 20 -21 -22 -23 -24
leaf_value=0.0046133378227733654 -0.0092135992074273473 -0.0025001410220745019 0.0081384574777637764 0.012048193803345453 -0.0106402003619618 -0.0018374067695667959 0.0054293871673605516 -0.0044801620497478588 0.013043051050892276 -0.0038508406389636254 -0.0041721778418284429 0.010409414868218798 0.001818079601290023 1.8992432483478321e-05 0.0023097880765246296 0.007101744988728482 0.0092590148073599908 0.0050333418070578556 -0.00031508527593781079 -0.0003903353875504691 0.0047236856626869548 0.011594050430716367 0.0088354072498823075
leaf_weight=59 56 65 67 57 62 55 62 74 73 58 90 103 63 140 55 58 87 198 60 66 1219 60 60
leaf_count=59 56 65 67 57 62 55 62 74 73 58 90 103 63 140 55 58 87 198 60 66 1219 60 60
internal_value=0 0.00395013 0.00222689 0.00471943 0.00131419 0.000664941 -0.00330607 2.42164e-05 0.00496313 0.0047469 0.00221319 0.00491245 0.00715967 0.000135639 0.00857925 0.00210281 0.00431901 0.00231024 0.00479122 0.00367062 0.0044859 0.00814812 0.00573008
internal_weight=0 2891 893 1998 774 707 198 136 1933 1876 509 221 166 288 188 198 1688 322 1366 264 1279 119 115
internal_count=2947 2891 893 1998 774 707 198 136 1933 1876 509 221 166 288 188 198 1688 322 1366 264 1279 119 115
is_linear=0
shrinkage=0.16829


Tree=8731
num_leaves=14
num_cat=0
split_feature=1 13 374 13 4 4 1 4 4 15 0 15 39
split_gain=0.280865 0.135356 0.132728 0.0812467 0.0984462 0.0853892 0.0985576 0.0978978 0.0696988 0.0983049 0.0677043 0.173999 0.0624607
threshold=0.15390500000000004 0.26379000000000002 0.082175000000000012 -0.17030499999999998 0.0072100000000000003 -0.082619999999999985 0.10667500000000001 -0.081864999999999979 -0.084144999999999984 0.084535000000000013 -0.10726999999999999 -0.016434999999999995 0.087880000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -7 9 -5 11 -9 -12
right_child=-2 -3 -4 5 -6 7 -8 10 -10 -11 12 -13 -14
leaf_value=-0.005213903873751766 -0.0091720964294707743 0.010223445997131556 -0.0052235170874554877 0.0058451354049424298 0.0035629674194828697 -0.0038508980648825496 0.011722489015350871 0.0028295948186338703 0.0095778032530885737 0.00096924848506992046 0.0038842503736493759 -0.0067467538816602364 -0.00054900720771156801
leaf_weight=69 52 78 53 280 76 58 60 288 68 203 1501 66 95
leaf_count=69 52 78 53 280 76 58 60 288 68 203 1501 66 95
internal_value=0 0.00329797 0.00310557 0.00326594 -0.000601223 0.00348072 0.00522656 0.0029486 0.00451593 0.00379957 0.00315177 0.0010391 0.00361924
internal_weight=0 2895 2817 2764 145 2619 611 2008 551 483 1950 354 1596
internal_count=2947 2895 2817 2764 145 2619 611 2008 551 483 1950 354 1596
is_linear=0
shrinkage=0.16829


Tree=8732
num_leaves=24
num_cat=0
split_feature=1 2 4 2 3 3 160 1453 52 0 48 0 48 4 0 1 1 131 4 1213 3 0 4
split_gain=12.0128 2.55258 1.48179 1.38979 0.833302 0.556733 0.455269 0.400961 0.378865 0.373341 0.306385 0.232409 0.223671 0.199141 0.216838 0.169767 0.155388 0.166616 0.144523 0.102727 0.0992611 0.0710269 0.0539349
threshold=0.10921500000000002 0.14253500000000002 0.27420500000000009 0.10433000000000002 -0.053364999999999996 -0.15870999999999996 -0.06146999999999999 -0.077554999999999985 -0.067494999999999986 -0.12851999999999997 0.091125000000000025 -0.14920999999999998 0.096065000000000025 -0.42305999999999994 -0.042499999999999989 0.14566000000000004 0.089455000000000021 0.089915000000000009 0.50609000000000004 -0.088064999999999991 -0.081334999999999977 -0.070304999999999992 0.0047050000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 -2 -1 -4 -7 -6 -5 11 -9 -12 -11 21 -3 19 -18 -8 -13 -14 -15 -23
right_child=1 15 6 9 8 7 18 10 -10 13 12 16 20 14 -16 -17 17 -19 -20 -21 -22 22 -24
leaf_value=0.001428371100632891 0.0010953379517769845 0.00025794919346915096 0.00069793809495256745 0.00070087142093849418 0.00049410271450933392 0.0013744094142008878 0.00025387837815255053 0.0012964418367927843 0.00085636778083114965 0.0011361380074742557 0.00079945104242218573 0.0010518825902286943 0.0011736693012371483 0.00090717473721608187 0.00073769912492178719 1.5002136358834824e-05 0.0010131396098160019 0.0011784366398570256 0.00048216806655891088 0.0011513067469043484 0.00096749204724469549 0.0010906733452285071 0.00094408085224592577
leaf_weight=71 98 72 63 67 59 71 71 92 69 67 52 136 52 97 52 56 247 96 54 1121 57 75 52
leaf_count=71 98 72 63 67 59 71 71 92 69 67 52 136 52 97 52 56 247 96 54 1121 57 75 52
internal_value=0 0.00055955 0.000685491 0.0011035 0.00086573 0.00113954 0.000468633 0.00112886 0.000689661 0.00092806 0.00111944 0.00113266 0.000980247 0.000972336 0.000932445 0.000151935 0.00112322 0.00105951 0.000352781 0.00114058 0.00106618 0.000977496 0.00103093
internal_weight=0 542 414 2405 226 1995 188 1924 128 410 1853 1692 161 343 276 128 1600 343 125 1257 109 224 127
internal_count=2947 542 414 2405 226 1995 188 1924 128 410 1853 1692 161 343 276 128 1600 343 125 1257 109 224 127
is_linear=0
shrinkage=0.0032998


Tree=8733
num_leaves=22
num_cat=0
split_feature=4 3 3 2 150 11 42 0 2 2 52 4 51 0 3 16 15 0 52 0 160
split_gain=4.82809 2.11774 0.967654 0.585123 0.503575 0.343511 0.329418 0.297537 0.29226 0.395823 0.277568 0.164237 0.191121 0.157141 0.170979 0.138983 0.154294 0.142586 0.130251 0.0901745 0.0730863
threshold=0.31392000000000003 0.28833000000000003 -0.049204999999999992 0.15205000000000002 0.089155000000000012 1.0000000180025095e-35 0.086855000000000016 -0.042499999999999989 0.13226500000000005 0.079570000000000016 -0.011964999999999998 0.0019650000000000002 -0.092389999999999986 -0.16926499999999997 -0.06656999999999999 0.062910000000000008 -0.011749999999999998 -0.10726999999999999 -0.082554999999999976 -0.067134999999999986 -0.46185499999999996
decision_type=2 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 8 7 13 15 9 10 -4 12 -11 -2 -15 17 19 -1 -7 -17 -19
right_child=3 -3 4 -5 -6 18 -8 -9 -10 11 -12 -13 -14 14 -16 16 -18 20 -20 -21 -22
leaf_value=0.00059057405487792183 0.00053205857340823124 8.9389671339727496e-05 0.00028436645906328167 -8.0671759413004717e-05 0.00027013947384785865 0.00094387547137767696 0.00013941416146111217 0.00051783312988429634 0.00036543574312340607 0.00077786599583397906 0.00061786659723154461 0.00079901577034565828 0.00055830999566624216 0.00045612946133725832 0.00019705994389486231 0.00062776094506165935 0.0004828241381932571 0.00065603991914430025 0.00075892131845365252 0.00076807104549827274 0.00074415405539761425
leaf_weight=79 56 66 53 52 58 97 89 87 53 67 57 102 129 52 61 127 52 119 78 89 1324
leaf_count=79 56 66 53 52 58 97 89 87 53 67 57 102 129 52 61 127 52 119 78 89 1324
internal_value=0 0.000673647 0.000688631 0.000238123 0.000561033 0.000720887 0.000302512 0.000707745 0.000597555 0.000627621 0.0004575 0.000690299 0.000633542 0.000388196 0.00031659 0.000716956 0.000646497 0.000729339 0.00086164 0.000685737 0.000736912
internal_weight=0 2637 2571 310 519 2052 258 1877 461 408 110 298 196 169 113 1790 268 1522 175 216 1443
internal_count=2947 2637 2571 310 519 2052 258 1877 461 408 110 298 196 169 113 1790 268 1522 175 216 1443
is_linear=0
shrinkage=0.0032998


Tree=8734
num_leaves=20
num_cat=0
split_feature=1 43 3 3 457 123 15 1 160 52 15 3 133 403 399 1446 157 160 474
split_gain=0.239117 0.155224 0.0925201 0.1471 0.122869 0.103315 0.0940215 0.116036 0.107648 0.0674722 0.0690953 0.0923658 0.0733917 0.0656951 0.0575315 0.0533731 0.0594997 0.0497616 0.0358223
threshold=0.15314500000000003 -0.11158 -0.044539999999999989 -0.011259999999999997 0.088850000000000026 0.083935000000000023 0.037885000000000009 0.080125000000000016 -0.080384999999999984 -0.15824499999999997 1.0000000180025095e-35 -0.096384999999999985 0.048695000000000009 -0.53317999999999988 0.091280000000000014 0.099405000000000007 -0.087084999999999982 -0.52336499999999997 0.023345000000000001
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 13 5 6 -4 7 -5 -9 -1 11 -11 -12 -3 15 16 18 -18 -15
right_child=-2 2 3 4 -6 -7 -8 8 -10 10 12 -13 -14 14 -16 -17 17 -19 -20
leaf_value=0.012743876819600064 -0.0071799865581482422 -0.00055738760443211732 -0.0086340831800789299 -0.0032233874274324205 -0.0038964912359727463 0.0016213229890763188 0.01044711328306825 0.0092735851951350323 0.002608736308554131 -0.00061330955025240899 0.013510053632888062 0.0081400958474176395 0.0056045341794788992 0.0050171518218223672 -0.00063156359842540246 0.00974594777553295 0 0.0043339989410735779 0.011016777291790686
leaf_weight=57 55 79 58 70 65 53 55 91 285 70 59 66 79 57 62 55 79 1493 59
leaf_count=57 55 79 58 70 65 53 55 91 285 70 59 66 79 57 62 55 79 1493 59
internal_value=0 0.00401011 0.00356551 0.0018733 0.00297362 -0.00372117 0.00386854 0.00305325 0.00422655 0.00744459 0.00633563 0.00362146 0.00899745 0.00417264 0.00438066 0.00455998 0.00438994 0.0041162 0.00808417
internal_weight=0 2892 2561 677 566 111 501 446 376 331 274 136 138 1884 1805 1743 1688 1572 116
internal_count=2947 2892 2561 677 566 111 501 446 376 331 274 136 138 1884 1805 1743 1688 1572 116
is_linear=0
shrinkage=0.16829


Tree=8735
num_leaves=25
num_cat=0
split_feature=4 12 12 150 3 133 160 4 4 15 16 4 4 12 15 159 156 4 15 16 482 150 16 159
split_gain=4.66178 1.82438 0.566163 0.558926 0.356233 0.349213 0.455292 0.229094 0.212361 0.395229 0.228566 0.201566 0.407173 0.199064 0.190725 0.170301 0.138137 0.125486 0.112203 0.09401 0.0882125 0.0869611 0.070989 0.0554249
threshold=0.31392000000000003 0.056995000000000011 0.13642500000000005 0.083435000000000023 -0.14186499999999996 0.086265000000000022 0.051580000000000008 -0.097349999999999978 0.51395000000000002 -0.43091499999999999 -0.53870999999999991 -0.17568999999999999 -0.011209999999999999 0.086675000000000016 0.039965000000000007 0.10444500000000002 0.0010500000000000004 -0.0031849999999999995 -0.097794999999999979 -0.073554999999999995 0.10932500000000002 0.082085000000000019 -0.08909499999999998 -0.092879999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 14 6 11 -6 9 -2 -11 -1 -13 21 16 -10 -3 20 -14 -5 -15 22 -9 -19
right_child=8 2 -4 19 7 -7 -8 13 15 10 -12 12 18 17 -16 -17 -18 23 -20 -21 -22 -23 -24 -25
leaf_value=0.0006766061875964018 0.00052225526480945898 0.00065258758194471859 0.00039954539716653703 0.00022662080259608846 0.00049631853059320342 0.00030735683049451366 0.0008669089988712354 0.00070505240552791503 0.00024406184462650598 0.00035363381033818588 8.6137772027062835e-05 0.0002662042523210006 0.00068568459348609251 0.00071733196662209723 0.00099730689617501993 -2.2436588440041007e-05 0.00089174527025286544 0.00074056344564377293 0.00049077089528925752 0.0003940099216491787 0.0005776063030311575 0.00065338510079937452 0.00080975692680810066 0.00062169115923038306
leaf_weight=86 59 55 64 66 58 53 57 99 52 61 82 64 66 878 68 52 54 53 67 86 55 67 319 342
leaf_count=86 59 55 64 66 58 53 57 99 52 61 82 64 66 878 68 52 54 53 67 86 55 67 319 342
internal_value=0 0.000662454 0.000706417 0.000492026 0.000715989 0.000557867 0.000596814 0.0007025 0.000232167 0.000294646 0.000200491 0.000542289 0.000483474 0.000709076 0.000858384 0.000110474 0.000771393 0.000687921 0.00058776 0.00032156 0.000709133 0.000766928 0.000785043 0.00063773
internal_weight=0 2657 2112 545 2048 393 340 1871 306 202 143 283 197 1813 177 104 109 1328 133 152 933 485 418 395
internal_count=2963 2657 2112 545 2048 393 340 1871 306 202 143 283 197 1813 177 104 109 1328 133 152 933 485 418 395
is_linear=0
shrinkage=0.0032998


Tree=8736
num_leaves=23
num_cat=0
split_feature=123 16 14 3 3 0 48 47 39 49 474 133 0 0 49 0 0 123 0 16 49 16
split_gain=3.68651 2.21548 0.855065 0.800035 0.492978 0.363804 0.308587 0.334483 0.307045 0.249413 0.216176 0.28413 0.216552 0.214391 0.148782 0.147404 0.324565 0.106167 0.0914022 0.0833062 0.105195 0.0429343
threshold=0.081180000000000016 -0.35377499999999995 -0.31893999999999995 0.12478500000000002 0.28833000000000003 -0.083844999999999989 0.082425000000000012 0.081320000000000017 0.087735000000000021 0.091160000000000005 0.085295000000000024 0.084735000000000019 -0.14920999999999998 -0.18240499999999996 0.082820000000000019 -0.10228499999999999 -0.082134999999999986 0.09394000000000001 -0.10934999999999999 -0.029134999999999998 0.10960000000000002 -0.074904999999999985
decision_type=2 2 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 13 9 15 21 10 12 -12 -4 -1 -9 -8 -17 -10 -15 -11 -21 -2
right_child=8 2 4 -5 -6 -7 7 14 17 19 11 -13 -14 18 -16 16 -18 -19 -20 20 -22 -23
leaf_value=0.00055222445921046276 0.00063486077982881914 0.00047053005063662904 0.0011370421574277176 0.00022121616366748025 0.00058012502855596274 0.00042166891740187066 0.00060795168915858222 0.0010777702508664171 0.00041815665872590465 0.0007240492496995431 0.00071938628407638614 0.00098320778609602404 0.00094244422651251769 0.00086537492204047254 0.00085674602956654455 0.00093469901090871706 0.0006260176615371086 0.00023098161476088131 0.00068817832634647047 0.00097320488319855832 0.00079908942392196481 0.00050060815040138171
leaf_weight=53 53 52 67 53 52 52 69 56 71 70 108 78 1448 91 90 83 69 64 53 63 108 60
leaf_count=53 53 52 67 53 52 52 69 56 71 70 108 78 1448 91 90 83 69 64 53 63 108 60
internal_value=0 0.000857134 0.00089051 0.00059034 0.000899745 0.000668767 0.000906928 0.00081833 0.000436539 0.000923653 0.000937878 0.000830211 0.000951073 0.000733812 0.000941764 0.000736626 0.000794806 0.000329683 0.000800401 0.000823102 0.000863443 0.000563888
internal_weight=0 2715 2413 302 2361 249 2309 367 248 1942 1701 186 1515 197 146 221 152 135 144 241 171 113
internal_count=2963 2715 2413 302 2361 249 2309 367 248 1942 1701 186 1515 197 146 221 152 135 144 241 171 113
is_linear=0
shrinkage=0.0032998


Tree=8737
num_leaves=11
num_cat=0
split_feature=34 13 12 133 150 1 160 124 448 12
split_gain=0.124786 0.105357 0.135178 0.094705 0.0660282 0.0878791 0.119418 0.0802256 0.0792079 0.0599205
threshold=-0.085789999999999991 -0.43902499999999994 -0.11319999999999998 -0.51026999999999989 0.090145000000000017 0.10509 -0.082539999999999988 -0.086434999999999984 -0.069474999999999995 -0.0089849999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 7 6 -6 -5 -9 -10
right_child=1 2 3 4 5 -7 -8 8 9 -11
leaf_value=-0.0038496742194505094 -0.0019541023259955839 0.012980101064071095 -0.0018368158226014478 0.010718568207683767 0.0051489421562788528 0.0057394204149339711 -0.0046608671084620275 0.01008168012504594 0.0013746720599029489 0.0046359663938999925
leaf_weight=54 74 52 69 62 58 97 89 72 174 2162
leaf_count=54 74 52 69 62 58 97 89 72 174 2162
internal_value=0 0.00429775 0.00446157 0.00430175 0.00445848 0.00180551 -0.000778108 0.00471983 0.00456463 0.00439381
internal_weight=0 2909 2835 2783 2714 244 147 2470 2408 2336
internal_count=2963 2909 2835 2783 2714 244 147 2470 2408 2336
is_linear=0
shrinkage=0.16829


Tree=8738
num_leaves=37
num_cat=0
split_feature=1 1 2 3 2 1 150 150 2 0 2 2 3 2 0 3 0 1 484 1 0 3 0 156 2 160 3 3 160 160 3 0 2 0 1210 2
split_gain=11.4004 1.80306 0.912064 0.792576 0.727972 0.688023 0.368171 0.321251 0.314685 0.287825 0.242844 0.399453 0.242175 0.22169 0.23246 0.213371 0.201766 0.197132 0.172826 0.143414 0.134861 0.129723 0.12036 0.107742 0.0829156 0.079468 0.0996145 0.175902 0.0727217 0.0776192 0.064921 0.0464088 0.037947 0.0344241 0.0309689 0.0028439
threshold=0.10398500000000001 0.12448500000000001 0.11504500000000002 -0.027864999999999997 0.097005000000000022 0.088785000000000017 0.082085000000000019 1.0000000180025095e-35 0.16730000000000003 -0.14104999999999998 -1.0000000180025095e-35 0.13154000000000002 -0.0037099999999999998 0.10859000000000001 -0.037444999999999992 -0.080694999999999975 -0.088084999999999983 0.080320000000000016 0.085405000000000023 0.10970000000000001 -0.072529999999999983 -0.090439999999999979 -0.082494999999999985 0.086860000000000007 0.087445000000000009 -0.069144999999999984 -0.077754999999999977 -0.082634999999999986 0.024885000000000001 -1.0000000180025095e-35 -0.026279999999999998 -0.06537999999999998 0.086545000000000025 -0.095724999999999991 -0.0084449999999999994 0.092155000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 19 5 9 13 20 10 17 -3 -12 -5 21 31 18 33 -1 22 -2 25 -6 32 -20 -18 -7 27 -27 29 -23 -4 -15 -11 -17 -24 -26
right_child=1 8 30 12 6 7 -8 -9 -10 15 11 -13 -14 14 -16 16 24 -19 23 -21 -22 28 34 -25 35 26 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37
leaf_value=0.0012306833730520936 0.00067524674427273655 7.6645830278664867e-05 0.00020576968713112225 0.00026068291050247423 0.0010097017986697937 0.00075278748207492955 0.00050615605059969025 0.00056187113750162155 -3.2932811497755043e-05 0.0010282262417968071 0.000547921943753441 0.00019388095690507572 0.00056251936655910527 0.00073052320874253764 0.00053138600931412414 0.00080825951305358299 0.0010338251913513347 0.00095930051414920298 0.00093426106449345727 0.00087553776190185488 0.00067803809985130469 0.00088026800563746654 0.00099676910423687824 0.00073694074124102402 0.00090962250463795101 0.00096050263929100914 0.00099287971191640745 0.00070503453803367198 0.00093249731803577535 0.00071867142500806047 0.00036157048446282426 0.00084337363501186386 0.00096308657625579974 0.00069289533731600099 0.00090187059331605518 0.00085732619182303971
leaf_weight=63 73 67 53 52 57 61 52 60 56 335 53 102 67 95 53 68 57 58 67 90 56 59 55 60 58 61 73 60 55 83 69 82 173 61 237 82
leaf_count=63 73 67 53 52 57 61 52 60 56 335 53 102 67 95 53 68 57 58 67 90 56 59 55 60 58 61 73 60 55 83 69 82 173 61 237 82
internal_value=0 0.000392292 0.000533084 0.000636317 0.000878646 0.00091143 0.000771852 0.000784775 0.000187561 0.000945602 0.00024334 0.000315167 0.00043092 0.000800325 0.000725175 0.000930578 0.00085692 0.00110089 0.000956444 0.000786053 0.000827666 0.000868235 0.000974676 0.000841316 0.000924149 0.000860387 0.000894038 0.000834115 0.000827124 0.000786062 0.000294175 0.000783003 0.00100611 0.000753981 0.000919866 0.000879243
internal_weight=0 682 404 282 2281 1745 536 371 278 1374 222 155 119 484 230 1253 326 121 927 163 311 254 800 127 197 255 194 121 197 142 122 177 508 129 292 140
internal_count=2963 682 404 282 2281 1745 536 371 278 1374 222 155 119 484 230 1253 326 121 927 163 311 254 800 127 197 255 194 121 197 142 122 177 508 129 292 140
is_linear=0
shrinkage=0.0032998


Tree=8739
num_leaves=19
num_cat=0
split_feature=123 34 43 1 9 12 43 12 14 3 159 52 157 4 124 133 52 12
split_gain=0.13802 0.0957257 0.106376 0.168065 0.111072 0.0744882 0.0792389 0.0710334 0.0700598 0.089544 0.0789611 0.10976 0.0785239 0.13512 0.100387 0.0526387 0.0432759 0.0351481
threshold=0.09394000000000001 -0.08569499999999998 0.0052850000000000006 0.10123500000000001 0.085785000000000014 0.091395000000000018 0.10019000000000002 0.098180000000000003 -0.13131999999999996 -0.081224999999999978 -0.034019999999999988 0.11916 -0.065184999999999979 -0.040394999999999993 -0.086434999999999984 0.098810000000000023 0.06136500000000001 0.11108500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 8 6 -4 15 -3 10 16 -12 13 -11 -14 -7 -10 -9
right_child=-2 2 3 -5 -6 7 -8 17 9 12 11 -13 14 -15 -16 -17 -18 -19
leaf_value=-0.0029052103842834463 -0.0023123634765682632 0.0096155777652048528 -0.0027263431599188702 -0.005215122945352299 0.012380296625813211 0.012411293432974368 0.0046313214731817046 -0.00063978596632312094 0.0066482246125256538 0.0052211321204779114 0.0053986481824006482 -0.0020435881422577844 0.010109915416265982 -0.0062771668825861628 0.0033245890566023029 0.0047967203840523463 0.013195402808588786 0.0054089616525515583
leaf_weight=52 94 78 87 76 54 53 79 52 66 55 1029 59 67 61 840 52 53 56
leaf_count=52 94 78 87 76 54 53 79 52 66 55 1029 59 67 61 840 52 53 56
internal_value=0 0.0042289 0.00436123 0.00199823 0.00481566 0.00344945 0.000764373 0.0055336 0.00463789 0.00446298 0.00544704 0.00499342 0.00330017 -0.000809899 0.0038278 0.00865738 0.00957929 0.00247997
internal_weight=0 2869 2817 455 2362 379 166 213 2308 2230 1207 1088 1023 116 907 105 119 108
internal_count=2963 2869 2817 455 2362 379 166 213 2308 2230 1207 1088 1023 116 907 105 119 108
is_linear=0
shrinkage=0.16829


Tree=8740
num_leaves=26
num_cat=0
split_feature=1 1 1 4 0 15 15 13 4 0 48 4 39 0 0 160 43 1 1375 1 0 0 4 0 403
split_gain=4.62664 0.725798 0.697087 0.600822 0.528587 0.48142 0.418394 0.395036 0.469662 0.40412 0.309445 0.294642 0.228579 0.193824 0.182855 0.154531 0.137836 0.153562 0.12793 0.124331 0.345672 0.260904 0.0982843 0.0827731 0.0707691
threshold=0.10921500000000002 0.14860500000000001 0.095520000000000008 -0.17006499999999999 -0.061204999999999989 0.093425000000000022 -0.044024999999999988 -0.36115499999999995 -0.048844999999999993 -0.044434999999999995 0.081520000000000023 -0.47860499999999995 0.088025000000000006 -0.0033699999999999993 -0.10934999999999999 -0.54883999999999988 -0.077614999999999976 0.090195000000000011 -0.030214999999999995 0.083670000000000008 -0.099704999999999974 -0.14680499999999999 -0.075324999999999989 -0.091694999999999985 -0.071919999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 -4 15 6 10 -2 -9 12 -5 -6 14 -13 -10 -1 17 18 -17 21 -21 -18 -22 -20 -23
right_child=1 -3 3 5 11 -7 -8 8 9 -11 -12 13 -14 -15 -16 16 19 -19 23 20 22 24 -24 -25 -26
leaf_value=0.00091678566628138221 0.00020336743816980763 4.1333339698742923e-05 0.00080631133102025893 0.00065997264439581101 0.00073051372036987315 0.00072977446633860433 0.00013870588098870758 0.00073345678544323287 0.00040511668658244684 0.00017984287044192469 0.00034032186381788493 0.00057374098708524134 0.00031973867934475902 0.00032464873686207545 0.00062572038840212813 0.00085561501652240053 0.001004756972528177 0.0005361595327250619 0.00076742016630501446 0.00052217028651859669 0.00071610618938846855 0.00080473339513178295 0.00086923697384433049 0.00067338451713984285 0.00073597105621295072
leaf_weight=53 87 69 79 62 81 61 52 55 72 70 72 93 82 55 99 63 53 61 142 87 133 285 75 442 449
leaf_count=53 87 69 79 62 81 61 52 55 72 70 72 93 82 55 99 63 53 61 142 87 133 285 75 442 449
internal_value=0 0.000357713 0.000697495 0.000555184 0.000719869 0.000474721 0.000390885 0.000404584 0.000450802 0.000402563 0.000488483 0.000569675 0.000464046 0.000481411 0.000533041 0.000738512 0.000733213 0.000696786 0.000711876 0.000757017 0.000698082 0.000779063 0.000771491 0.00069631 0.000762718
internal_weight=0 534 2398 326 2072 247 186 465 378 323 134 229 253 148 171 1843 1790 708 647 1082 295 787 208 584 734
internal_count=2932 534 2398 326 2072 247 186 465 378 323 134 229 253 148 171 1843 1790 708 647 1082 295 787 208 584 734
is_linear=0
shrinkage=0.0032998


Tree=8741
num_leaves=23
num_cat=0
split_feature=3 15 3 148 15 123 49 13 3 52 52 0 15 11 3 41 50 0 52 1429 0 49
split_gain=5.09699 1.53115 1.18143 0.667414 0.665852 0.534186 0.354806 0.381205 0.302953 0.302729 0.322857 0.236634 0.180416 0.142595 0.315213 0.146265 0.0997086 0.0976253 0.0944993 0.134489 0.0711811 0.0626787
threshold=-0.063264999999999988 -0.26361999999999991 0.28833000000000003 -0.043434999999999994 -0.23982999999999996 0.081180000000000016 -0.028049999999999995 -0.066634999999999986 0.10402500000000002 -0.091869999999999993 -0.046194999999999993 -0.11167499999999998 -0.46645999999999993 1.0000000180025095e-35 -0.12711499999999995 0.077915000000000012 -0.14660499999999996 -0.081414999999999987 -0.26876499999999998 0.083925000000000013 -0.079394999999999979 -0.081019999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 11 3 -3 -1 8 7 21 9 -5 -11 -2 -13 14 -8 -15 -16 -7 20 -20 -18 -6
right_child=1 2 -4 5 6 17 13 -9 -10 10 -12 12 -14 15 16 -17 18 -19 19 -21 -22 -23
leaf_value=0.0005223154509782996 0.00047973008000237749 0.0003977834651209484 0.00027200716781565406 0.0010251327224550821 0.00093184698854694304 0.00066273024783231927 0.0006790512433111082 0.00053851443841687922 0.00063596548814724046 0.00055877360795899525 0.00085610461564047957 0.00034003488126190288 7.3758698397804264e-05 0.0010877143557077606 0.00077630147741752616 0.00088586551561162621 0.00093276953121653535 0.00047374240082848719 0.00091840515295957194 0.001060863534514084 0.0007877120245845528 0.00077351575278196633
leaf_weight=53 55 69 78 82 69 54 67 59 94 52 181 59 53 100 60 69 63 72 1304 80 107 52
leaf_count=53 55 69 78 82 69 54 67 59 94 52 181 59 53 100 60 69 63 72 1304 80 107 52
internal_value=0 0.000585538 0.000654927 0.000704318 0.000889032 0.000743787 0.000898589 0.000757573 0.000801855 0.000851246 0.000789899 0.000301957 0.000214344 0.00091229 0.000902897 0.00100551 0.000912167 0.000555017 0.00091739 0.000926665 0.000841676 0.000864095
internal_weight=0 849 682 604 2083 535 2030 180 409 315 233 167 112 1850 1681 169 1614 126 1554 1384 170 121
internal_count=2932 849 682 604 2083 535 2030 180 409 315 233 167 112 1850 1681 169 1614 126 1554 1384 170 121
is_linear=0
shrinkage=0.0032998


Tree=8742
num_leaves=15
num_cat=0
split_feature=2 15 16 11 2 124 40 48 13 13 1374 52 13 16
split_gain=0.424614 0.133564 0.171405 0.138174 0.131028 0.102052 0.0793341 0.0783176 0.0670989 0.0680155 0.0639959 0.051602 0.0447307 0.0403732
threshold=0.13631000000000001 -0.42075999999999997 -0.42607499999999993 1.0000000180025095e-35 0.083725000000000008 -0.086624999999999994 -0.081564999999999985 0.12036500000000001 0.06211500000000001 0.10783500000000001 -0.095439999999999983 -0.07167999999999998 -0.086094999999999991 0.044620000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -3 -7 8 10 -10 -8 -6 -2 -14
right_child=12 3 -4 4 11 6 7 -9 9 -11 -12 -13 13 -15
leaf_value=0.0059813481317572319 -0.0055656266614527179 -0.00028468594412642934 -0.0071015379331855807 0.017114208714424123 0.010222814929560165 0.011916963763698052 0.00012706786951535869 -0.00071070950529314133 -0.0015638723155822765 0.0048986512259990567 0.00608855626723239 0.0039718469364638572 0.0021401111741262665 -0.0040095681774356294
leaf_weight=61 79 85 53 54 85 56 53 56 69 137 1951 69 72 52
leaf_count=61 79 85 53 54 85 56 53 56 69 137 1951 69 72 52
internal_value=0 0.00553796 -8.52868e-05 0.00578379 0.00995556 0.00542255 0.00563224 0.00547613 0.00563372 0.0027253 0.00593179 0.00743372 -0.00243396 -0.000424298
internal_weight=0 2729 114 2615 208 2407 2322 2266 2210 206 2004 154 203 124
internal_count=2932 2729 114 2615 208 2407 2322 2266 2210 206 2004 154 203 124
is_linear=0
shrinkage=0.16829


Tree=8743
num_leaves=32
num_cat=0
split_feature=1 1 150 2 14 2 13 13 0 1 49 1 2 0 49 0 131 1212 2 1 0 42 0 48 13 48 49 13 13 0 1
split_gain=11.1974 2.13108 1.36189 0.703511 0.652966 0.539466 0.487687 0.378046 0.294411 0.29097 0.6133 0.252361 0.235409 0.174062 0.159181 0.128408 0.133531 0.12453 0.144635 0.102866 0.0997158 0.135364 0.0986388 0.0735577 0.0512168 0.0738862 0.0531812 0.0502913 0.0492542 0.0197692 0.0149905
threshold=0.098395000000000024 0.12448500000000001 1.0000000180025095e-35 0.11504500000000002 0.064610000000000015 0.094905000000000017 -0.071564999999999976 0.053700000000000005 -0.11825999999999999 0.082135000000000014 -0.012034999999999999 0.08776500000000001 0.123795 -0.10462499999999998 -0.056909999999999995 -0.016414999999999996 0.090175000000000019 0.090175000000000019 0.085075000000000026 0.088135000000000005 -0.08645499999999999 -0.0086449999999999982 -0.095724999999999991 0.090835000000000013 -0.088854999999999976 0.090730000000000019 0.097940000000000013 -0.0099999999999999985 -0.080694999999999975 -0.089594999999999994 0.090540000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 8 5 9 13 -8 -2 17 -11 12 24 -3 -4 16 -10 18 20 27 29 -22 -20 -24 -7 26 -26 -12 -21 -1 -30
right_child=1 6 14 -5 -6 11 7 -9 15 10 19 -13 -14 -15 -16 -17 -18 -19 22 28 21 -23 23 -25 25 -27 -28 -29 30 -31 -32
leaf_value=0.0011289957034840903 0.00064072092861521142 0.00032307637282240716 0.00048367445726722145 0.00051931090972841623 0.0012853505923903015 0.00085656231386241821 0.00059686067889958548 0.00023872640189604835 0.0010670616098908154 0.00065917394541366195 0.00099074115446691089 0.00068630070159917409 0.00073707687945086221 8.5341463466039454e-05 0.00024923531895590498 0.0008117254031349227 0.00085673473551199338 0.00094231111133249372 0.0011573893861881476 0.00096795819989109163 0.0011035794445517586 0.0013429279299092386 0.0010451116437166206 0.00091431756996128758 0.0010229438944334883 0.00085358423589285799 0.00092373733566210293 0.000843935915355797 0.0011175617803803105 0.001034604465804163 0.0010463071019152276
leaf_weight=63 55 56 81 87 91 52 83 53 79 64 60 52 61 85 53 89 61 93 85 81 56 53 581 56 221 52 94 54 70 68 143
leaf_count=63 55 56 81 87 91 52 83 53 79 64 60 52 61 85 53 89 61 93 85 81 56 53 581 56 221 52 94 54 70 68 143
internal_value=0 0.000549232 0.000676872 0.000779954 0.00101046 0.000998295 0.000316404 0.000457553 0.000859675 0.00102999 0.000961094 0.000907246 0.000931109 0.000180011 0.000391211 0.000912108 0.000975671 0.00106078 0.0010722 0.00100837 0.001144 0.00122028 0.00104828 0.00103367 0.000959273 0.00097373 0.000993451 0.000921511 0.00104193 0.00108027 0.00106989
internal_weight=0 782 505 371 2150 2059 277 136 284 1527 472 532 480 141 134 229 140 1055 962 408 240 109 722 637 419 367 315 114 294 131 213
internal_count=2932 782 505 371 2150 2059 277 136 284 1527 472 532 480 141 134 229 140 1055 962 408 240 109 722 637 419 367 315 114 294 131 213
is_linear=0
shrinkage=0.0032998


Tree=8744
num_leaves=22
num_cat=0
split_feature=4 2 123 2 2 2 14 49 2 3 42 4 3 2 3 11 48 16 2 43 3
split_gain=15.4192 5.62044 2.3548 1.25447 0.956901 0.956188 0.791759 0.65447 0.322986 0.298455 0.291873 0.271067 0.228034 0.201421 0.18208 0.129935 0.126515 0.0990481 0.0746333 0.0489657 0.00223316
threshold=0.27998000000000006 0.12068000000000001 1.0000000180025095e-35 0.14019000000000004 0.098655000000000007 0.15205000000000002 0.073890000000000011 -0.032624999999999994 0.086365000000000011 -0.046079999999999989 0.089895000000000017 0.053925000000000008 0.11995000000000001 -1.0000000180025095e-35 -0.049204999999999992 1.0000000180025095e-35 0.090935000000000016 -0.33811499999999994 0.11248000000000001 -1.0000000180025095e-35 -0.077564999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 6 14 11 -6 -4 15 12 13 18 -1 -3 19 -15 -13 -2 -9 -19
right_child=3 5 8 -5 7 -7 -8 9 -10 -11 -12 17 -14 16 -16 -17 -18 20 -20 -21 -22
leaf_value=0.0010958898385055136 0.00077697385277356371 0.00093161562144907352 0.00059112351263970514 5.6955234433243135e-05 0.00076560030591111758 0.000252868205953358 0.0016022390532553046 0.001206546632258571 0.00093634025425111324 0.00097562803149980697 0.00035836606045644887 0.001266078830517786 0.00044112374656699217 0.0013034030483084426 0.00067248129316739677 0.0013406999549626262 0.0011896427597173722 0.0011155556142444529 0.00060393849292708461 0.0010915931912329104 0.0010547339422992471
leaf_weight=60 63 53 53 77 52 53 85 153 69 75 69 52 57 1469 71 69 123 53 53 67 56
leaf_count=60 63 53 53 77 52 53 85 153 69 75 69 52 57 1469 71 69 123 53 53 67 56
internal_value=0 0.00119298 0.00123424 0.000424313 0.00125783 0.000624826 0.00128936 0.00111387 0.000786658 0.00116353 0.000541054 0.00127467 0.000613714 0.00128744 0.000783524 0.00121217 0.00129464 0.00114345 0.000698218 0.0011717 0.00108463
internal_weight=0 2613 2436 319 2314 177 1898 416 122 364 242 1813 173 1652 124 289 1592 161 116 220 109
internal_count=2932 2613 2436 319 2314 177 1898 416 122 364 242 1813 173 1652 124 289 1592 161 116 220 109
is_linear=0
shrinkage=0.0032998


Tree=8745
num_leaves=20
num_cat=0
split_feature=4 0 39 456 151 4 15 0 399 12 15 13 0 0 43 15 15 15 0
split_gain=0.308326 0.208311 0.134935 0.110356 0.103856 0.0857384 0.0808 0.122543 0.119099 0.11 0.0896356 0.0881579 0.25846 0.226234 0.078054 0.065827 0.0566861 0.0780533 0.0738818
threshold=0.27258000000000004 0.019150000000000004 0.10705500000000003 0.089280000000000012 0.0048400000000000014 0.41165000000000002 0.085915000000000019 -0.15651999999999996 0.088925000000000018 0.086675000000000016 0.09278500000000002 -0.10373499999999998 -0.097424999999999984 -0.10594499999999998 -0.040494999999999996 -0.013439999999999999 -0.52461999999999986 -0.19153499999999998 -0.069414999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 6 -2 7 -1 9 10 -8 12 -9 -13 -11 -6 -7 18 -18
right_child=1 -3 -4 -5 15 16 8 11 -10 14 -12 13 -14 -15 -16 -17 17 -19 -20
leaf_value=0.012340406153049438 -0.0029313453128695598 -0.0090026548166921051 -0.0017644936549016971 0.0002575461975968937 0.0051647447516350153 -0.00045853449351236083 0.014693566736674194 0.018154099904108871 0.015833087955327556 0.0042710971618320978 0.0064256547813443705 -0.0017964364306196764 0.0017056311849208171 0.0060036666084072061 0.0081897695957002057 -0.0027762482309608128 0.012176744872762522 0.00026365633001392588 0.0036957583715700577
leaf_weight=84 63 52 59 82 68 58 99 57 54 249 61 115 52 1207 350 52 60 54 58
leaf_count=84 63 52 59 82 68 58 99 57 54 249 61 115 52 1207 350 52 60 54 58
internal_value=0 0.000805773 0.00616758 0.00635327 0.00655672 0.00255265 0.00680585 0.00607492 0.00816571 0.00761784 0.0115527 0.00570588 0.0103236 0.00532378 0.0065638 0.00170868 0.0040626 0.00559761 0.00802335
internal_weight=0 345 2589 2530 2448 293 2328 1515 813 759 160 1431 109 1322 599 120 230 172 118
internal_count=2934 345 2589 2530 2448 293 2328 1515 813 759 160 1431 109 1322 599 120 230 172 118
is_linear=0
shrinkage=0.16829


Tree=8746
num_leaves=25
num_cat=0
split_feature=1 1 123 3 150 0 3 40 0 1 0 1455 15 3 47 52 3 1 124 3 15 1213 42 47
split_gain=14.0271 2.15311 0.916487 0.859567 0.563489 0.577987 0.481283 0.517567 0.331642 0.32466 0.24391 0.250525 0.237739 0.209191 0.199976 0.17709 0.165882 0.164126 0.115607 0.0938219 0.306832 0.0931896 0.0754584 0.0296914
threshold=0.10921500000000002 0.13300500000000001 1.0000000180025095e-35 -0.031895 0.089810000000000015 -0.091234999999999983 0.28833000000000003 -0.0057599999999999986 -0.077574999999999991 0.095920000000000019 -0.15029999999999996 0.088115000000000013 -0.021954999999999999 0.083395000000000011 0.087850000000000025 -0.4387299999999999 -0.17010999999999998 0.11925000000000001 -0.085579999999999976 0.040040000000000006 0.043560000000000008 0.023610000000000003 0.090705000000000022 0.082465000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 14 8 -6 7 -3 9 10 13 21 15 -1 -2 -10 -14 -5 -4 20 -18 -12 -17 -11
right_child=1 6 18 17 5 -7 -8 -9 12 23 11 -13 16 -15 -16 22 19 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0015011565670879554 0.00078103274206375167 0.00022911144036117173 0.00074295219163944006 0.0006380425375539225 0.00072279894911460969 0.0011251670640770059 9.7423685925671601e-05 0.00063947027791968591 0.0011469109381191224 0.0009477544843540512 0.0011870732367225609 0.00097492238979755028 0.0012890260754323723 0.0012060283989965485 0.0010258223272112076 0.00084897473143975897 0.00087081217330504056 0.00041759628050713001 0.00095855057476568672 0.0012353043056280244 0.0011361443929226841 0.0012688496726574214 0.0010213618909727087 0.0010709227583146307
leaf_weight=55 79 75 61 89 67 95 86 61 59 52 1019 58 71 54 71 70 59 65 53 61 274 196 52 52
leaf_count=55 79 75 61 89 67 95 86 61 59 52 1019 58 71 54 71 70 59 65 53 61 274 196 52 52
internal_value=0 0.000538489 0.00113344 0.000718981 0.00114784 0.000958973 0.000291171 0.000413428 0.00116217 0.0011896 0.00120311 0.00119005 0.00109903 0.00135527 0.000897135 0.000996007 0.00113906 0.000545226 0.000843496 0.00111194 0.00108924 0.00120029 0.00092274 0.00100968
internal_weight=0 526 2408 304 2294 162 222 136 2132 1486 1382 1273 646 109 150 181 465 154 114 394 333 1215 122 104
internal_count=2934 526 2408 304 2294 162 222 136 2132 1486 1382 1273 646 109 150 181 465 154 114 394 333 1215 122 104
is_linear=0
shrinkage=0.0032998


Tree=8747
num_leaves=22
num_cat=0
split_feature=3 15 160 43 150 15 133 13 15 13 3 4 4 3 12 52 43 43 4 133 13
split_gain=0.283263 0.17565 0.111203 0.0952201 0.176009 0.123447 0.100841 0.100448 0.0951254 0.116006 0.0893155 0.0876741 0.0724678 0.0669053 0.0641128 0.0569182 0.0501912 0.0608406 0.0523328 0.10077 0.0360867
threshold=0.3148450000000001 -0.41343999999999997 -0.076219999999999996 -0.076024999999999995 0.08926000000000002 0.11447500000000001 -0.0045649999999999987 -0.10373499999999998 0.085915000000000019 -0.088484999999999994 0.099330000000000016 0.012315000000000001 -0.081244999999999998 -0.073444999999999983 0.095815000000000011 0.088595000000000021 -0.083349999999999994 -0.08231999999999999 0.058025000000000007 0.041800000000000011 -0.077274999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 7 6 -3 13 9 -9 -11 -6 15 -5 -14 -10 18 -18 19 -8 -19
right_child=-2 3 -4 4 11 -7 16 8 12 10 -12 -13 14 -15 -16 -17 17 20 -20 -21 -22
leaf_value=0.005908566989354532 -0.0032878437589878608 -0.0011759319209405825 -0.0037166977995790125 0.016637488060901925 0.0050494337850207462 -0.0024421831729308004 0.010924096848747077 -0.00099876145179130372 0.013483844293349045 0.0069404802390847465 0.00061813693886472796 -0.0042018753147955012 0.0057830492144183678 0.008262466732643782 0.010214890229077287 0.0071914880876559452 -0.0012564494660319279 0.0061094550225956204 0.0026717467453068718 0.0057252585300532292 0.0019027212018476397
leaf_weight=55 103 65 89 52 59 63 149 67 120 634 71 57 280 59 141 64 52 214 85 374 81
leaf_count=55 103 65 89 52 59 63 149 67 120 634 71 57 280 59 141 64 52 214 85 374 81
internal_value=0 0.00568586 -2.7905e-05 0.00599273 0.00681853 0.004768 0.0052151 0.00731083 0.00691524 0.00566999 0.00630631 0.000488044 0.00850126 0.0122021 0.00727162 0.011305 0.00565197 0.00402366 0.00657834 0.00720982 0.00496048
internal_weight=0 2831 144 2687 1604 1083 1020 1488 1377 772 705 116 605 111 421 184 955 347 608 523 295
internal_count=2934 2831 144 2687 1604 1083 1020 1488 1377 772 705 116 605 111 421 184 955 347 608 523 295
is_linear=0
shrinkage=0.16829


Tree=8748
num_leaves=19
num_cat=0
split_feature=1 13 13 13 0 16 1 1374 481 1453 43 48 48 160 1 15 42 13
split_gain=0.297289 0.113696 0.102129 0.139049 0.101153 0.151752 0.0956627 0.0856741 0.0714037 0.0920284 0.0790589 0.0779625 0.166453 0.0754028 0.0695045 0.0738927 0.0397421 0.0220165
threshold=0.11507500000000002 -0.098524999999999988 -0.099244999999999986 -0.47365999999999991 -0.091399999999999995 -0.11082499999999999 0.10921500000000002 -1.0000000180025095e-35 -0.085629999999999984 -0.064559999999999992 -0.06372499999999999 0.091125000000000025 0.096065000000000025 -0.53864499999999993 0.14195000000000002 -0.06723999999999998 0.095215000000000008 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 -1 7 -3 10 -10 -9 13 -13 -11 15 16 17 -4
right_child=2 6 14 -5 -6 -7 -8 8 9 11 -12 12 -14 -15 -16 -17 -18 -19
leaf_value=0.0067586259622557801 0.0025266578722299943 -0.0014301292338647013 -0.0029848245149561754 -0.0085273761254188365 0.0029900533820246614 0.018487292636858096 -0.00096813222417480623 0.0048861862099657122 -0.00065739184276731352 0.011829822507751818 0.014192442128724586 -0.0061518690048849231 0.0050814728129593952 0.0053581057195910362 -0.0030125241445296612 0.0077123294666067441 0.0051218098470625457 0.0018581611891105541
leaf_weight=74 58 56 53 72 53 55 77 53 78 53 52 52 132 1775 60 76 52 53
leaf_count=74 58 56 53 72 53 55 77 53 78 53 52 52 132 1775 60 76 52 53
internal_value=0 0.00516348 0.000340994 -0.00358176 0.00922531 0.0117731 0.00484516 0.00504482 0.00521083 0.00499388 0.00951211 0.00521385 0.00189707 0.00554673 0.00208166 0.00339553 0.00130773 -0.000546383
internal_weight=0 2510 424 130 182 129 2328 2251 2195 2090 105 2012 184 1828 294 234 158 106
internal_count=2934 2510 424 130 182 129 2328 2251 2195 2090 105 2012 184 1828 294 234 158 106
is_linear=0
shrinkage=0.16829


Tree=8749
num_leaves=29
num_cat=0
split_feature=4 12 13 12 52 150 12 0 52 4 15 156 16 12 4 43 11 0 0 160 13 4 13 15 12 16 16 16
split_gain=19.1563 7.41431 2.42646 1.40877 0.834293 0.779011 0.67007 0.578881 0.468664 0.398176 0.396909 0.378086 0.334659 0.323904 0.210023 0.181735 0.178905 0.223044 0.233869 0.175798 0.154317 0.147639 0.080097 0.0756429 0.0608074 0.105818 0.0495502 0.0279605
threshold=0.31392000000000003 0.056995000000000011 -0.00027999999999999998 0.13936000000000001 -0.010394999999999998 0.085845000000000019 0.095815000000000011 -0.105195 -0.085924999999999987 0.059230000000000012 -0.43091499999999999 0.091385000000000008 -0.07027499999999999 0.084270000000000012 0.51544000000000012 -0.025879999999999997 0.080070000000000016 -0.077104999999999993 -0.097424999999999984 -0.017574999999999997 -0.086659999999999987 -0.078249999999999986 -1.0000000180025095e-35 1.0000000180025095e-35 0.10383500000000001 -0.070834999999999995 -0.014854999999999998 -0.06421499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 8 11 13 22 -1 19 14 12 -4 15 -9 20 17 18 -15 26 -3 -14 -2 -19 25 -21 -8 -26
right_child=7 3 5 -5 -6 -7 9 10 -10 -11 -12 -13 21 16 -16 -17 -18 23 -20 24 -22 -23 -24 -25 27 -27 -28 -29
leaf_value=0.00055335967301402029 0.00030385243054209917 0.0013770932129277282 0.0011558054747640312 0.00063125619756101981 0.00074369342058193486 0.00057891841300362022 0.0010783284956463828 0.00037358955008252111 0.00019118599284491326 0.00087937651799119298 -8.5847805322603423e-05 0.0012701274872864341 0.00099728520024313923 0.001062945519875594 8.150139768047532e-05 0.0014694597841924 0.0013588143798201051 0.0010104514007363294 0.0012258894529719618 0.0013331058978282252 0.0011330209462153732 0.00077019182959772161 0.00046967206685763366 0.0011489521161180776 0.0010578210197999826 0.0011510115883989495 0.00092514045860250522 0.0011667042592891344
leaf_weight=71 68 62 61 52 97 54 52 53 87 91 76 52 53 111 55 79 75 90 926 52 57 83 63 98 76 132 52 56
leaf_count=71 68 62 61 52 97 54 52 53 87 91 76 52 53 111 55 79 75 90 926 52 57 83 63 98 76 132 52 56
internal_value=0 0.00107756 0.000739966 0.00116895 0.000502472 0.000939721 0.00118285 0.000216127 0.000354158 0.00107906 9.6513e-05 0.00101783 0.000951049 0.00121823 0.000225167 0.00134404 0.00119904 0.00118923 0.00120848 0.00112224 0.00126048 0.000858951 0.000383867 0.00108284 0.00116168 0.00120266 0.00100207 0.00110428
internal_weight=0 2619 558 2061 255 303 2009 315 158 511 184 249 197 1498 108 198 1300 1225 1037 420 119 136 131 188 316 184 104 132
internal_count=2934 2619 558 2061 255 303 2009 315 158 511 184 249 197 1498 108 198 1300 1225 1037 420 119 136 131 188 316 184 104 132
is_linear=0
shrinkage=0.0032998


Tree=8750
num_leaves=28
num_cat=0
split_feature=0 43 12 15 131 12 4 4 12 4 43 401 131 155 0 15 15 12 43 12 480 481 51 15 133 12 42
split_gain=0.131006 0.165119 0.16102 0.130706 0.103236 0.0767375 0.144578 0.211287 0.0761546 0.110722 0.0714895 0.0692641 0.0675493 0.0649 0.0676426 0.163503 0.117436 0.0911949 0.0609453 0.0598011 0.0512777 0.0777533 0.0458641 0.0334046 0.0277773 0.0236927 0.0220859
threshold=-0.076734999999999984 -0.22491499999999998 -0.087789999999999993 -0.40992999999999996 0.021890000000000003 0.099260000000000015 -0.50139499999999992 -0.096364999999999992 0.09253500000000002 -0.017399999999999995 -0.064179999999999987 0.081905000000000019 0.088565000000000019 0.082265000000000019 -0.096109999999999987 -0.016434999999999995 0.084630000000000025 0.084395000000000012 -0.077449999999999977 0.095295000000000019 0.086995000000000017 -0.081369999999999984 -0.10183499999999999 0.084270000000000012 -0.090374999999999983 0.11296000000000002 0.088125000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 11 6 22 -8 9 -9 -7 13 -6 14 15 17 -17 -5 26 -10 21 -16 -4 -20 -13 -12 -14
right_child=1 2 5 4 12 10 7 8 19 -11 25 24 18 -15 20 16 -18 -19 23 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=-0.0016053873145604794 -0.0049572918609588389 -0.0043530598752070165 0.0043511225264934077 0.0061374168663465454 0.013417855212470998 0.010984934112108003 -0.0057341307520740962 0.011029030641712042 -0.0036021760765672563 0.0022332975062103778 0.0062106742716636684 0.0053453983269735319 0.0060802355266892788 0.0096033666124595973 0.01121857143035019 -0.0069050417253910083 0.0024085699399479352 0.00011239849514838694 0.012622258893761902 0.0029928486298203961 0.00043111311494804127 0.0046930456064921888 0.011255317080999009 0.0067530925895870489 0.0094805026796505147 0.0020706052173428574 0.0015873242101632819
leaf_weight=87 80 76 52 240 53 67 95 68 59 102 92 90 77 59 56 77 76 102 55 114 72 758 60 59 101 71 54
leaf_count=87 80 76 52 240 53 67 95 68 59 102 92 90 77 59 56 77 76 102 55 114 72 758 60 59 101 71 54
internal_value=0 0.00234575 0.00303038 0.00475963 0.00504764 0.00375209 0.00266701 0.00128238 0.00323097 0.00576216 0.00633904 0.00451883 0.00793585 0.00411667 0.00388096 0.00229819 -0.00226693 0.00434573 0.00674261 0.000733293 0.00476321 0.00514418 0.00806584 0.00960047 0.00754143 0.00441835 0.00424191
internal_weight=0 936 856 2016 1929 780 550 438 343 170 230 1631 298 1440 1381 495 153 342 245 173 886 814 112 114 191 163 131
internal_count=2952 936 856 2016 1929 780 550 438 343 170 230 1631 298 1440 1381 495 153 342 245 173 886 814 112 114 191 163 131
is_linear=0
shrinkage=0.16829


Tree=8751
num_leaves=20
num_cat=0
split_feature=474 12 4 52 16 150 4 1375 4 4 4 39 376 398 49 1209 1210 16 4
split_gain=0.0856689 0.086867 0.0854512 0.144891 0.0782876 0.113386 0.0856712 0.0557585 0.060063 0.0555777 0.121652 0.115127 0.0748142 0.052534 0.0497289 0.0408858 0.0564717 0.0326996 0.0174352
threshold=-0.084054999999999977 0.056995000000000011 -0.15764999999999998 -0.092084999999999986 -0.5103049999999999 0.089155000000000012 0.51326500000000019 -0.084979999999999986 0.41165000000000002 -0.019465 -0.14595999999999995 0.08481000000000001 0.048695000000000009 1.0000000180025095e-35 0.011845000000000001 -0.032114999999999998 -0.081959999999999991 0.08215500000000002 0.41377500000000006
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 18 6 9 -4 13 10 17 14 -13 15 -11 -9 -17 -6 -2
right_child=1 2 7 -5 5 -7 -8 8 -10 11 -12 12 -14 -15 -16 16 -18 -19 -20
leaf_value=0.0085699553265773925 0.0080424179801625757 0.0056283300959889719 0.0093358694289207358 -0.0064430397786859345 0.0058513876333461815 -0.0051438287681746103 -0.0032595103969193244 0.00036594454466789357 -0.0017351905805719587 0.0094979078213015041 -0.0057068911389830763 0.0036424735010443595 -0.0043829928182943676 0.0084011530236134512 0.0032240545412368007 0.0089175800062178887 0.003799989889466308 0.00053918307470902092 0.0037105207594797661
leaf_weight=86 52 53 54 60 68 77 83 94 53 98 63 84 54 74 58 64 1654 65 58
leaf_count=86 52 53 54 60 68 77 83 94 53 98 63 84 54 74 58 64 1654 65 58
internal_value=0 0.00316607 0.0037233 -0.000765348 0.00161958 0.000913645 0.00173079 0.0039787 0.00382858 0.00257975 0.000374526 0.00404379 0.000489055 0.00398589 0.00717684 0.00380458 0.00399168 0.00326871 0.00577466
internal_weight=0 2866 2106 113 760 650 573 1993 1939 490 196 294 138 1886 156 1812 1718 133 110
internal_count=2952 2866 2106 113 760 650 573 1993 1939 490 196 294 138 1886 156 1812 1718 133 110
is_linear=0
shrinkage=0.16829


Tree=8752
num_leaves=16
num_cat=0
split_feature=48 151 147 9 16 1419 4 42 4 12 0 0 16 4 39
split_gain=0.080284 0.079724 0.12093 0.108531 0.0846913 0.0510996 0.0500135 0.0678705 0.0604667 0.0413989 0.0622433 0.0411788 0.0392388 0.0319658 0.0262874
threshold=0.10327000000000001 -0.082589999999999983 0.089430000000000023 -1.0000000180025095e-35 -0.50942999999999994 0.089610000000000009 -0.012384999999999998 0.08179500000000002 0.0019650000000000002 -0.087789999999999993 -0.14164999999999997 -0.085089999999999985 -0.011349999999999997 0.11023000000000001 0.088025000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -5 9 7 -1 12 14 -11 13 -8 -2 -6
right_child=11 2 -4 4 5 -7 8 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=0.003961496598544792 0.0039395563143479343 -0.0037820196080585763 -0.0043073817531878731 0.0097416202638358936 -0.0029949610956961216 0.0080502659724666706 -0.001871012920330127 0.011691022535224124 0.0075812545878854018 0.0063947974436206019 0.0027081736719708235 -0.0031036077217044054 0.0042224930342461128 -0.001431573371220517 0.0022271653793358376
leaf_weight=62 72 67 68 53 55 54 55 69 73 140 1920 90 65 55 54
leaf_count=62 72 67 68 53 55 54 55 69 73 140 1920 90 65 55 54
internal_value=0 0.00301269 0.00267815 0.00288166 0.00307861 0.00291895 0.00549653 0.00804649 0.00375641 0.00279037 0.00295959 -0.000342918 0.00141466 0.00159933 -0.00039137
internal_weight=0 2735 2411 2343 2276 2223 324 131 193 2169 2060 217 120 127 109
internal_count=2952 2735 2411 2343 2276 2223 324 131 193 2169 2060 217 120 127 109
is_linear=0
shrinkage=0.16829


Tree=8753
num_leaves=38
num_cat=0
split_feature=1 3 3 2 1 2 15 3 43 2 3 2 2 12 2 3 12 1 3 12 42 1 15 52 52 1446 3 42 2 52 15 12 50 1 42 43 160
split_gain=9.26889 1.82127 1.26578 0.721498 0.656646 0.442111 0.32434 0.290392 0.38087 0.282385 0.281847 0.247753 0.22959 0.175467 0.305803 0.207741 0.16122 0.159751 0.116122 0.107197 0.108896 0.105512 0.10127 0.0944248 0.0703124 0.0691889 0.0816369 0.0735625 0.0605486 0.11952 0.0585255 0.0423771 0.0383656 0.0642878 0.0299235 0.0258879 0.0195396
threshold=0.10749500000000002 -0.053364999999999996 -0.068279999999999993 0.17553000000000005 0.10075500000000003 0.11426500000000002 -0.088819999999999982 0.35004500000000011 -0.025079999999999995 0.091235000000000024 0.10021000000000001 0.11504500000000002 0.086895000000000014 0.088930000000000023 0.10179000000000001 -0.13827999999999999 0.098595000000000016 0.080320000000000016 -0.11151499999999999 0.083815000000000014 0.083385000000000015 0.084675000000000014 1.0000000180025095e-35 0.047345000000000005 -0.059794999999999994 0.085465000000000027 -0.10519499999999998 0.091005000000000016 0.11702000000000001 0.024870000000000003 -0.0039399999999999991 0.089435000000000014 0.08461500000000001 0.091725000000000015 0.088485000000000022 0.041625000000000002 -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 2 2 2
left_child=2 5 9 7 6 16 21 8 24 17 12 -10 -8 14 -11 -15 -2 19 -19 20 -1 -4 31 30 -3 26 -21 -28 29 -14 34 -20 -24 -34 -17 36 -25
right_child=1 3 4 -5 -6 -7 10 -9 11 13 -12 -13 28 15 -16 23 -18 18 22 25 -22 -23 32 35 -26 -27 27 -29 -30 -31 -32 -33 33 -35 -36 -37 -38
leaf_value=0.00091965936230133029 0.00089032305632121629 0.00011798931285863311 0.00095504180802914436 -0.00010070804296926199 0.00043143103697697944 0.0004194201896731093 0.00089150614332239749 8.4989711014949834e-05 0.00064320843446469104 0.00084713020289622996 0.00046478171592514593 0.00035597252129573355 0.00061715927303707206 0.0010259861435976988 0.00051959037081941695 0.00073369930212861757 0.00063443791826133899 0.00070019749418287253 0.0010022466765790164 0.0010455400329432169 0.0011386130584747211 0.00076938296475018804 0.00075654109285701093 0.00085108409030478622 0.00027616590114451858 0.00079505952006053259 0.00090032824285203529 0.0010211588462542415 0.00057418783321258311 0.00083063771107941525 0.00066092107224186155 0.000876751954091266 0.0009006435156152043 0.00076237425247592029 0.00084721384746104327 0.00080031131373933047 0.0009397791358797189
leaf_weight=52 59 52 81 58 88 61 70 58 52 72 54 91 69 61 56 52 52 52 73 59 53 62 66 76 78 53 581 66 57 52 52 62 122 59 69 57 65
leaf_count=52 59 52 81 58 88 61 70 58 52 72 54 91 69 61 56 52 52 52 73 59 53 62 66 76 78 53 581 66 57 52 52 62 122 59 69 57 65
internal_value=0 0.000363495 0.000834908 0.000238331 0.000692837 0.000646366 0.000744452 0.000297846 0.000342939 0.000875645 0.000682617 0.000460668 0.000729907 0.000813074 0.000704107 0.000845279 0.000770766 0.000902613 0.000849999 0.000929001 0.00103051 0.000874793 0.000870298 0.000815472 0.000213166 0.000914912 0.000923859 0.000912709 0.000666159 0.000709193 0.000757506 0.000944873 0.000829396 0.000855767 0.000798722 0.000865941 0.000892222
internal_weight=0 561 2391 389 533 172 445 331 273 1858 302 143 248 560 128 432 111 1298 434 864 105 143 382 371 130 759 706 647 178 121 173 135 247 181 121 198 141
internal_count=2952 561 2391 389 533 172 445 331 273 1858 302 143 248 560 128 432 111 1298 434 864 105 143 382 371 130 759 706 647 178 121 173 135 247 181 121 198 141
is_linear=0
shrinkage=0.0032998


Tree=8754
num_leaves=23
num_cat=0
split_feature=3 15 3 4 1447 2 2 401 2 4 16 2 123 12 3 156 3 16 12 16 4 4
split_gain=0.198329 0.0985344 0.139873 0.0639144 0.0686159 0.0555876 0.0679779 0.0702094 0.0580178 0.0669196 0.0570099 0.0545144 0.034595 0.0571143 0.0489653 0.0469786 0.0479956 0.0329417 0.0303685 0.0245854 0.0107401 0.00881398
threshold=0.10402500000000002 -0.018024999999999996 0.30863500000000005 -0.51323499999999989 -0.085644999999999985 0.10393500000000001 0.097695000000000018 0.080710000000000018 0.091185000000000002 -0.049994999999999991 -0.031234999999999999 0.092545000000000016 0.091810000000000017 0.090745000000000006 -0.08867499999999999 0.090995000000000006 -0.059315 -0.087834999999999983 -0.083979999999999985 -0.17773999999999998 -0.078454999999999983 -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 2
left_child=3 2 -2 -1 21 6 7 8 9 -6 -8 -10 13 14 -7 16 -15 -9 -16 -4 -19 -5
right_child=1 -3 19 4 5 12 10 17 11 -11 -12 -13 -14 15 18 -17 -18 20 -20 -21 -22 -23
leaf_value=-0.0022816400593970412 0.0055083517712570702 -0.0061113778775490016 -0.0008368041242862379 0.0092650300273122051 0.0022624344959273454 -0.0055457400808160617 0.0039103434908730108 0.0093216857440193823 -0.0031878717805896802 0.0045987196415731872 0.010711034764382451 0.0022258957127936725 0.005808375911300811 0.0050352739975598367 -0.0020719208364207283 -0.0018534830076291421 -0.00054845146862958537 0.0028581225486626464 0.0033901000384989111 -0.0060332197120772681 0.0061521082240287139 0.0060154777371219104
leaf_weight=56 92 86 52 53 674 52 73 72 72 726 69 195 52 178 57 53 57 53 58 53 67 52
leaf_count=56 92 86 52 53 674 52 73 72 72 726 69 195 52 178 57 53 57 53 58 53 67 52
internal_value=0 -0.00135647 0.000710156 0.00332456 0.0034454 0.00326769 0.00366727 0.00339435 0.00304131 0.00347525 0.00722756 0.000759275 0.00168713 0.00121218 -0.0012566 0.00264996 0.00367328 0.00645014 0.000667215 -0.00347687 0.00471224 0.00767284
internal_weight=0 283 197 2669 2613 2508 2001 1859 1667 1400 142 267 507 455 167 288 235 192 115 105 120 105
internal_count=2952 283 197 2669 2613 2508 2001 1859 1667 1400 142 267 507 455 167 288 235 192 115 105 120 105
is_linear=0
shrinkage=0.16829


Tree=8755
num_leaves=32
num_cat=0
split_feature=1 4 51 1 1 151 1 43 43 3 4 49 16 16 10 16 4 403 1213 1455 1455 16 16 133 4 160 43 13 4 4 16
split_gain=0.160357 0.106224 0.122478 0.108972 0.087457 0.0771778 0.0760819 0.0727916 0.0847371 0.07268 0.085904 0.0994423 0.0946868 0.0664344 0.0657824 0.0679789 0.0596153 0.0699404 0.0967134 0.0644466 0.0643569 0.0948509 0.0603009 0.0541029 0.0543816 0.053317 0.0322494 0.0296484 0.0289225 0.0228145 0.0208151
threshold=0.080320000000000016 -0.17568999999999999 -0.12362999999999999 0.086285000000000014 0.12381000000000002 -0.15147499999999997 0.13385500000000003 -0.11158 -0.15961499999999998 -0.15327499999999997 0.41823000000000005 0.0084900000000000028 -0.16956499999999999 0.25032500000000008 -0.014199999999999999 -0.06533499999999999 -0.0086549999999999978 -0.084964999999999985 -0.072409999999999988 0.084775000000000017 0.083760000000000015 -0.029134999999999998 0.19384500000000002 0.056015000000000002 -0.050244999999999991 -0.068619999999999987 -0.03898999999999999 -0.049994999999999991 0.018150000000000003 -0.061939999999999988 -0.33811499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 9 -1 -6 8 29 -5 11 12 -11 -4 -8 -16 17 18 -9 23 21 26 -23 25 -25 -19 28 -20 -18 -7 -28
right_child=1 3 13 4 6 7 14 16 -10 10 -12 -13 -14 -15 15 -17 20 19 27 -21 -22 22 -24 24 -26 -27 30 -29 -30 -31 -32
leaf_value=-0.0016963960216056051 -0.00059492065939027586 -0.0039238875693276441 0.013553989086715904 -0.00307014173301039 -0.0055854083540793145 0.0027465303388824985 -0.0041204206388773647 0.011424538202943127 0.012140074512663128 -0.0020689589906958176 0.0088186704651095939 -0.0038845738443061707 0.0038881169165248227 0.005231657264339099 0.0059307141471362963 -0.0016962887748605178 0.003448779929612017 -0.0030553853706938527 0.0015264800477606452 -0.0032519206087776218 0.011145351795636015 0.010679043295392472 0.0041979769680006978 0.0088363021396855122 0.0030119122865858946 0.0025740226323926478 0.0071981664966244575 0.0061280125047899672 -0.002077227609465401 0.0074501354659573214 0.0028998191546158333
leaf_weight=56 54 100 52 58 70 66 53 64 75 86 68 62 602 59 82 55 53 56 87 52 55 101 70 73 124 311 53 75 54 55 86
leaf_count=56 54 100 52 58 70 66 53 64 75 86 68 62 602 59 82 55 53 56 87 52 55 101 70 73 124 311 53 75 54 55 86
internal_value=0 0.00193355 0.00594757 0.00139625 0.00186615 0.00441498 -0.00083898 0.00464282 0.00767922 0.0026711 0.00308037 0.00255771 0.00314087 0.00914659 0.000900248 0.00285566 0.00418853 0.00333469 0.00587243 0.00240073 0.00570789 0.00498641 0.00803648 0.00292508 0.00517931 0.00171014 0.00285894 0.00366791 0.000643163 0.00489938 0.00455168
internal_weight=0 1401 165 1236 1136 1566 260 1510 196 876 818 750 688 111 190 137 1314 842 226 616 472 417 171 564 197 367 246 162 107 121 139
internal_count=2967 1401 165 1236 1136 1566 260 1510 196 876 818 750 688 111 190 137 1314 842 226 616 472 417 171 564 197 367 246 162 107 121 139
is_linear=0
shrinkage=0.16829


Tree=8756
num_leaves=27
num_cat=0
split_feature=1 3 10 3 1 39 159 48 1 480 483 483 3 3 3 3 49 3 1 1447 402 130 3 49 13 133
split_gain=4.97736 1.06622 0.356496 0.337033 0.19393 0.181017 0.179675 0.15373 0.151717 0.151393 0.131614 0.146048 0.136958 0.130533 0.0994453 0.110335 0.0823559 0.0984413 0.0729554 0.0694722 0.0623343 0.0707447 0.0704681 0.0444083 0.106981 0.0292523
threshold=0.10331000000000003 -0.062694999999999987 -1.0000000180025095e-35 -0.065134999999999985 0.122715 0.10189000000000001 0.082975000000000007 0.084705000000000016 0.084675000000000014 -0.060589999999999998 0.085790000000000019 0.092865000000000017 -0.15870999999999996 -0.15327499999999997 0.0066850000000000008 0.14813000000000001 -0.071579999999999991 0.086845000000000019 0.11366000000000001 -0.085289999999999991 0.085200000000000012 0.079945000000000002 -0.115685 0.092515000000000014 -0.0064299999999999991 0.081310000000000007
decision_type=2 2 2 2 2 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 9 13 7 8 14 23 -1 12 -12 -11 -2 -4 -16 -10 -18 -15 -14 22 -22 -21 24 -5 -13
right_child=1 2 5 6 -6 -7 -8 -9 16 10 11 25 19 18 15 -17 17 -19 -20 20 21 -23 -24 -25 -26 -27
leaf_value=0.00060164883080667843 0.00055048328555522968 0.00016315661576179617 0.00026516207171794695 0.00064723835553558108 0.0004272920070672685 0.00022449377570892836 0.00080049697075652328 0.00052601284427282956 0.0006696076930139467 0.00061566762783133832 0.00099099830683613212 0.00084088943559438754 0.0008912127830821787 0.00064156464139785937 0.00051704403596230999 0.00031302671113232322 0.00061074970168303454 0.00041504949824894684 0.00081697837406059163 0.00065496571661164999 0.00078463313381891696 0.00092788050758334153 0.00076220563163039985 0.0006190904198831804 0.00084701469080915022 0.00072786623063443676
leaf_weight=60 76 103 71 70 52 64 87 99 52 68 62 64 53 54 64 55 55 61 56 76 180 52 1166 59 54 54
leaf_count=60 76 103 71 70 52 64 87 99 52 68 62 64 53 54 64 55 55 61 56 76 180 52 1166 59 54 54
internal_value=0 0.00042817 0.000334557 0.000747586 0.000607382 0.000384469 0.000664738 0.000419774 0.000630988 0.000767342 0.000772923 0.000859078 0.000763178 0.00065754 0.000364233 0.000423046 0.000558329 0.000508142 0.000731186 0.000769724 0.000765331 0.000816892 0.000755672 0.000697499 0.000734522 0.000789466
internal_weight=0 694 456 2273 238 353 438 289 351 1835 1775 180 1595 186 190 119 168 116 110 1527 1474 232 1242 183 124 118
internal_count=2967 694 456 2273 238 353 438 289 351 1835 1775 180 1595 186 190 119 168 116 110 1527 1474 232 1242 183 124 118
is_linear=0
shrinkage=0.0032998


Tree=8757
num_leaves=19
num_cat=0
split_feature=1 51 51 4 34 0 4 131 16 480 1456 4 0 474 51 1456 0 0
split_gain=0.126277 0.102924 0.147486 0.186373 0.120285 0.136013 0.101092 0.0960206 0.0590414 0.0572092 0.0663932 0.0750454 0.0500137 0.0657786 0.0759194 0.0527343 0.0421694 0.0346399
threshold=0.080320000000000016 -0.40775499999999992 -0.15136499999999997 -0.17568999999999999 -0.082914999999999989 0.024295000000000001 0.50996500000000011 0.08987500000000001 0.24624500000000002 -0.060589999999999998 -0.11497999999999998 -0.097349999999999978 -0.11327499999999999 0.085020000000000012 -0.025499999999999998 -0.064104999999999981 -0.069919999999999996 0.048825000000000007
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 8 -5 6 7 -6 -4 -1 -11 17 -13 15 -15 -14 -17 -12
right_child=1 2 3 4 5 -7 -8 -9 -10 10 11 12 13 14 -16 16 -18 -19
leaf_value=-0.0011108599603173331 0.0093970449748401897 -0.0059937305725853117 0.012477185464751796 0.0079177822057063234 2.5224096625691692e-05 -0.0074059216346943338 0.0066440331166186398 0.0043708092762205835 0.0052638650660735602 0.0093729906692992561 0.01126201129877507 0.0081913893842757903 -0.0017695244312047288 0.011872155473840729 0.0029302175080531713 0.0030307841735866476 0.0060436534829062215 0.0052488692413542055
leaf_weight=54 52 66 52 76 741 52 95 179 88 74 58 71 57 56 53 934 155 54
leaf_count=54 52 66 52 76 741 52 95 179 88 74 58 71 57 56 53 934 155 54
internal_value=0 0.00204224 0.0017574 0.00215753 0.00144574 0.000983072 0.00141462 0.000872677 0.00795593 0.00424497 0.00443744 0.0041822 0.00382638 0.003578 0.00754072 0.00319953 0.00346126 0.00837886
internal_weight=0 1401 1349 1283 1143 1067 1015 920 140 1566 1512 1438 1326 1255 109 1146 1089 112
internal_count=2967 1401 1349 1283 1143 1067 1015 920 140 1566 1512 1438 1326 1255 109 1146 1089 112
is_linear=0
shrinkage=0.16829


Tree=8758
num_leaves=18
num_cat=0
split_feature=1 150 9 150 10 43 1 1456 1455 12 12 1 52 39 43 4 1
split_gain=0.106001 0.107623 0.109166 0.0743666 0.0600298 0.0739318 0.069317 0.0567871 0.082726 0.0747392 0.14105 0.113513 0.118268 0.117461 0.0616406 0.0490073 0.129494
threshold=0.12257000000000003 0.089810000000000015 0.084755000000000011 0.083855000000000013 -0.063134999999999983 -0.073079999999999992 0.13535500000000003 -0.080654999999999991 -0.088759999999999992 0.092395000000000019 0.093065000000000009 0.080320000000000016 0.091160000000000005 0.085815000000000016 0.069620000000000015 0.012315000000000001 0.087305000000000008
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 -2 -6 -7 8 -1 11 -11 12 -9 -13 -12 16 -3
right_child=4 15 -4 -5 5 6 -8 9 -10 10 14 13 -14 -15 -16 -17 -18
leaf_value=0.0017177081631785363 -0.0050432160309019517 -0.003352938371628937 0.010555368553522399 0.0079091547323357509 -0.0035830557018233034 -0.0014263866643383931 0.005600796126005214 0.004226497200000047 0.0090045095459364895 0.012233945582106319 0.0026286348993884126 -0.00085495855823208107 -0.00048011399486541911 0.0071767367589520726 0.0067520452180823056 -0.0034794451166367999 0.0072461516024093899
leaf_weight=79 61 70 58 90 73 65 101 675 102 56 538 465 194 58 128 93 61
leaf_count=79 61 70 58 90 73 65 101 675 102 56 538 465 194 58 128 93 61
internal_value=0 0.00300446 0.00332828 0.00315177 -0.000326769 0.000869494 0.00283837 0.00296442 0.00583401 0.00271788 0.00410964 0.00199471 0.0031737 3.23106e-05 0.00342382 -0.000519102 0.0015688
internal_weight=0 2667 2443 2385 300 239 166 2295 181 2114 722 1392 869 523 666 224 131
internal_count=2967 2667 2443 2385 300 239 166 2295 181 2114 722 1392 869 523 666 224 131
is_linear=0
shrinkage=0.16829


Tree=8759
num_leaves=23
num_cat=0
split_feature=4 2 12 2 2 2 4 457 13 42 39 15 14 1429 16 16 483 15 484 2 12 16
split_gain=5.8272 1.76217 0.859957 0.420217 0.342389 0.466958 0.491007 0.300325 0.265976 0.236912 0.175686 0.110421 0.110337 0.115532 0.102403 0.0969873 0.0972811 0.0944983 0.0780329 0.0729856 0.0630033 0.0604113
threshold=0.31392000000000003 0.13388500000000003 0.056995000000000011 0.12750000000000003 0.10859000000000001 0.079770000000000021 -0.011209999999999999 0.08351500000000002 -0.076534999999999992 0.087825000000000014 1.0000000180025095e-35 -0.41956999999999994 0.073890000000000011 0.086095000000000019 -0.5103049999999999 0.054560000000000004 0.091400000000000009 -1.0000000180025095e-35 0.070005000000000012 0.087515000000000023 0.093125000000000013 0.0060400000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 5 6 -1 10 -3 14 17 -5 13 15 -2 16 19 -7 20 -4 -17 -15
right_child=3 8 12 11 -6 7 -8 -9 -10 -11 -12 -13 -14 21 -16 18 -18 -19 -20 -21 -22 -23
leaf_value=0.00033532138742614132 0.00059425383307724824 0.00024379894186912199 0.00086602642396708268 0.00027254450590597163 0.00051474883774574006 0.00084538064616866053 0.00076685798203458876 0.00062167403931471523 0.00055264487381903181 0.00026038146490474666 0.0007220771918056148 7.3914604533569441e-05 0.00099169709808678451 0.00086626758866875089 0.0004094834454128033 0.00087374254153678649 0.00096059475488327335 0.0010184880677354216 0.0006684110881621739 0.00081600291624151292 0.00077263629021553687 0.0010282159766868569
leaf_weight=55 70 54 834 67 93 68 61 68 71 64 59 57 62 52 65 117 90 79 52 578 192 59
leaf_count=55 70 54 834 67 93 68 61 68 71 64 59 57 62 52 65 117 90 79 52 578 192 59
internal_value=0 0.000802501 0.000821493 0.000332796 0.000695915 0.000739026 0.000562554 0.000813608 0.000419505 0.00042688 0.000876793 0.000181523 0.000851266 0.000846838 0.000505551 0.000840514 0.00085249 0.000938651 0.000790587 0.000845574 0.000811033 0.000952666
internal_weight=0 2644 2519 323 483 390 116 274 125 199 206 124 2036 1974 135 1863 1502 147 361 1412 309 111
internal_count=2967 2644 2519 323 483 390 116 274 125 199 206 124 2036 1974 135 1863 1502 147 361 1412 309 111
is_linear=0
shrinkage=0.0032998


Tree=8760
num_leaves=22
num_cat=0
split_feature=0 14 3 48 3 3 3 401 4 3 12 42 12 13 483 42 0 0 12 15 156
split_gain=0.134938 0.162617 0.172194 0.121807 0.137358 0.107408 0.0997805 0.0882348 0.18035 0.150949 0.108284 0.0767932 0.0686627 0.0684692 0.0753257 0.0660347 0.0648096 0.149102 0.0543951 0.0253549 0.0197184
threshold=-0.07700499999999999 -0.073764999999999983 0.084670000000000009 0.12590000000000004 -0.12077499999999998 -0.026279999999999998 -0.0091399999999999988 0.080710000000000018 -0.44205499999999992 -0.10175499999999998 0.092085000000000014 0.0069650000000000016 0.098355000000000012 -0.18997999999999995 -0.070084999999999981 -0.0070449999999999992 -0.10594499999999998 -0.14164999999999997 0.083535000000000012 -0.082019999999999996 0.085050000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 11 7 -7 8 -3 10 -10 -1 13 -6 -15 -11 17 -16 -18 -14 -4
right_child=1 2 20 -5 12 6 -8 -9 9 15 -12 -13 19 14 16 -17 18 -19 -20 -21 -22
leaf_value=0.0043995849814762143 -0.0069842714760489756 0.0093748111632252756 0.0096360312187390197 -0.0045263352835610803 0.0079701220660926674 -0.0093971370324796698 0.00095083091846906052 -0.0046795232087163139 -0.0098744231372332823 0.005892247650101828 0.00080767064515814189 0.012892879639715171 0.0023737937933113362 0.0079032163680897941 0.0033513979846490826 0.0011331890446065127 0.0066001491251483279 -0.00482509323880653 0.0031882962870538644 -0.0022000155361820706 0.0052286289807578594
leaf_weight=55 66 84 64 52 98 53 52 59 55 113 52 69 60 98 206 312 153 91 1045 80 57
leaf_count=55 66 84 64 52 98 53 52 59 55 113 52 69 60 98 206 312 153 91 1045 80 57
internal_value=0 0.00107388 0.00166615 0.00349692 0.00371124 0.000747267 -0.00425532 0.00152811 0.00212559 0.000977596 -0.00466633 0.00914018 0.0033426 0.00363919 0.00337163 0.00240277 0.00307337 0.000840094 0.00362553 -0.000226979 0.00757467
internal_weight=0 967 901 2007 1955 780 105 675 616 532 107 124 1831 1691 1593 425 1495 297 1198 140 121
internal_count=2974 967 901 2007 1955 780 105 675 616 532 107 124 1831 1691 1593 425 1495 297 1198 140 121
is_linear=0
shrinkage=0.16829


Tree=8761
num_leaves=24
num_cat=0
split_feature=1 13 13 12 1 42 13 1 1209 1209 1454 50 157 49 160 49 1213 403 16 1 12 16 1455
split_gain=0.102064 0.0989024 0.144713 0.0947236 0.119199 0.0809611 0.119644 0.0709529 0.066508 0.0671605 0.0519922 0.0789538 0.0710039 0.0702755 0.0576975 0.148054 0.0851094 0.14798 0.0880216 0.0752304 0.0519072 0.0565786 0.0232936
threshold=0.10921500000000002 -0.11279499999999999 -0.081299999999999983 -0.078454999999999983 0.11597500000000001 0.09087000000000002 1.0000000180025095e-35 0.13831000000000002 0.087100000000000025 0.10510000000000001 0.08141000000000001 -0.10146999999999999 -0.079379999999999992 -0.0088699999999999977 -0.072114999999999985 0.090740000000000015 -0.011799999999999998 -0.083219999999999975 0.41580500000000004 0.081540000000000015 0.089505000000000015 -0.008069999999999999 0.09499500000000001
decision_type=2 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 7 -3 -4 -5 6 -6 -2 10 -10 11 -1 13 -13 15 19 17 -16 -18 -14 21 -15 -12
right_child=1 2 3 4 5 -7 -8 -9 9 -11 22 12 14 20 16 -17 18 -19 -20 -21 -22 -23 -24
leaf_value=0.0092533122893339939 0.00076114888164397886 -0.0095523051778915909 -0.0054912799233338876 -0.0046759580697463624 0.01183872096326807 -0.00047308175002545904 0.00084515830939519744 0.0082206224776489329 -0.0048132845314073506 0.0027727552614378059 -0.0025666839269702485 0.010405800754837338 0.0011295742668205907 0.0094905320374529274 0.011488174863854714 0.01284548515612198 0.0011740478637513661 0.0026008613882839908 0.0070912267724072805 0.0067716848665969383 -0.00036044141609218054 0.0022812289540043583 0.002124503703469395
leaf_weight=58 90 52 70 66 58 80 55 61 65 67 67 65 194 61 70 52 1168 223 76 103 55 64 54
leaf_count=58 90 52 70 66 58 80 55 61 65 67 67 65 194 61 70 52 1168 223 76 103 55 64 54
internal_value=0 0.000138581 -0.00130246 0 0.001486 0.0036025 0.00650377 0.00378648 0.00271457 -0.000949184 0.0029247 0.00311252 0.00294454 0.005646 0.00259266 0.00455066 0.00214689 0.00473024 0.00153699 0.00309232 0.0039172 0.00581374 -0.000458248
internal_weight=0 532 381 329 259 193 113 151 2442 132 2310 2189 2131 245 1886 349 1537 293 1244 297 180 125 121
internal_count=2974 532 381 329 259 193 113 151 2442 132 2310 2189 2131 245 1886 349 1537 293 1244 297 180 125 121
is_linear=0
shrinkage=0.16829


Tree=8762
num_leaves=30
num_cat=0
split_feature=1 2 3 3 51 13 2 42 3 15 11 16 2 16 43 16 13 43 160 3 2 1 1212 133 51 2 13 51 2
split_gain=6.50749 0.808542 0.526127 0.483515 0.374106 0.264552 0.247466 0.217583 0.243539 0.18248 0.151694 0.197827 0.144755 0.178805 0.135714 0.135263 0.13354 0.112721 0.177028 0.221002 0.157769 0.105507 0.0983767 0.0809162 0.0594208 0.0577189 0.0562247 0.0537606 0.0472405
threshold=0.10575500000000002 0.11504500000000002 -0.069414999999999991 -0.036264999999999992 -0.096089999999999981 0.085955000000000018 -1.0000000180025095e-35 0.10580000000000002 0.3148450000000001 -0.40166999999999992 1.0000000180025095e-35 0.064455000000000012 0.090215000000000004 0.16703000000000004 0.053305000000000012 -0.085454999999999989 -0.039559999999999991 0.084740000000000024 -0.09551999999999998 0.093925000000000022 0.08647500000000001 0.08346000000000002 0.091435000000000016 -0.043354999999999998 -0.086944999999999981 0.092005000000000017 -0.095574999999999979 -0.057604999999999996 0.096860000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 27 28 10 -5 8 9 -3 11 14 -7 -14 22 -11 23 18 -6 20 -20 -22 26 -16 -13 -26 -1 -2 -4
right_child=1 7 4 6 17 12 -8 -9 -10 15 -12 24 13 -15 16 -17 -18 -19 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=0.00099000307956738907 0.00059105742578522661 0.00026427828903380503 0.00097072825791117551 0.0002874306904846305 0.00082478440931935582 0.00083408633624455905 0.00053809437672671723 0.00011129350735960179 0.00016957636299822396 0.00037148128751745142 0.00098079437673740896 0.00067555093491801325 0.00052303504778672557 0.00078612040089695069 0.00078287938271590367 0.000604551271317311 0.00091099183394657509 0.00078652683327166484 0.00078113131415719593 0.00045317656120091854 0.00066782652308142426 0.00047999443891457469 0.00076214111376083217 0.00061373447185374987 0.00086525735300083963 0.00070968634860615854 0.00087320149015181756 0.0007228502467553678 0.00082168707692159581
leaf_weight=52 58 62 52 82 54 73 92 54 64 55 93 87 63 53 82 56 56 83 85 70 93 53 90 54 62 52 994 98 52
leaf_count=52 58 62 52 82 54 73 92 54 64 55 93 87 63 53 82 56 56 83 85 70 93 53 90 54 62 52 994 98 52
internal_value=0 0.000428359 0.000808256 0.000540304 0.000717599 0.000835368 0.000420168 0.00030129 0.000344431 0.000408914 0.000849101 0.000841068 0.000717325 0.000643542 0.000855847 0.000489384 0.000773041 0.000675028 0.00064886 0.000617182 0.000666728 0.000599882 0.000869811 0.000715978 0.000743249 0.000794604 0.000879042 0.000674076 0.000896546
internal_weight=0 621 2353 330 542 1811 174 291 237 173 1622 1529 189 116 1328 111 192 438 355 301 231 146 1136 136 201 114 1046 156 104
internal_count=2974 621 2353 330 542 1811 174 291 237 173 1622 1529 189 116 1328 111 192 438 355 301 231 146 1136 136 201 114 1046 156 104
is_linear=0
shrinkage=0.0032998


Tree=8763
num_leaves=24
num_cat=0
split_feature=1 2 123 12 0 0 2 13 14 48 13 12 51 1 12 11 12 0 15 474 0 484 13
split_gain=6.75269 1.01793 0.912023 0.858545 0.351947 0.313947 0.251696 0.230509 0.16071 0.155271 0.138611 0.136788 0.155118 0.129079 0.167645 0.11138 0.103315 0.0766321 0.13927 0.0763843 0.0698129 0.0528363 0.0194984
threshold=0.10575500000000002 0.11203000000000002 0.081630000000000022 -0.063029999999999989 -0.22745499999999999 -0.079249999999999987 0.17553000000000005 -0.0073899999999999999 0.073890000000000011 0.092335000000000014 -1.0000000180025095e-35 0.087605000000000002 -0.021154999999999997 0.090485000000000024 0.083535000000000012 0.078065000000000009 -0.081654999999999991 -0.085994999999999974 -0.087284999999999988 0.089745000000000019 -0.10028499999999999 0.021395000000000001 0.05889500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 -1 8 7 16 10 15 13 -5 -13 14 -6 19 -3 18 -12 21 -9 -7 -19
right_child=1 6 -4 11 5 9 -8 20 -10 -11 17 12 -14 -15 -16 -17 -18 22 -20 -21 -22 -23 -24
leaf_value=0.000578996024834506 0.00027676956045931265 0.00033909725922644132 0.00046317923275775218 0.00052184089157493885 0.00098470753628661974 0.000747045037664952 7.6020210655478081e-05 0.00034219626302542264 0.00098266451173577101 0.00058383867589665802 0.00079698125788508676 0.00059312914827418185 0.00081481402311811275 0.00072077680942836311 0.00083485828211111708 0.00090432439017353906 0.00015492446465553496 0.00085896051313589074 0.0005550594607309986 0.00086460220816394812 0.00051109091318023029 0.0006424737308152466 0.00076278012779337941
leaf_weight=81 98 53 95 62 92 487 63 58 74 61 55 67 75 99 960 56 92 52 52 58 53 65 66
leaf_count=81 98 53 95 62 92 487 63 58 74 61 55 67 75 99 960 56 92 52 52 58 53 65 66
internal_value=0 0.000393816 0.000780793 0.000531238 0.000794141 0.000802129 0.000263607 0.000309633 0.000830403 0.000745689 0.000822189 0.00065331 0.000710464 0.000837085 0.000847996 0.00076046 0.000222486 0.000745832 0.000679741 0.000747195 0.000423157 0.000734795 0.000805463
internal_weight=0 621 2353 302 2258 2177 319 256 1450 727 1376 204 142 1151 1052 666 145 225 107 610 111 552 118
internal_count=2974 621 2353 302 2258 2177 319 256 1450 727 1376 204 142 1151 1052 666 145 225 107 610 111 552 118
is_linear=0
shrinkage=0.0032998


Tree=8764
num_leaves=25
num_cat=0
split_feature=15 15 475 3 0 2 2 3 15 52 0 15 3 1 2 3 0 147 0 0 2 2 52 3
split_gain=0.121969 0.125409 0.0764833 0.16025 0.0721147 0.105031 0.0860551 0.0977963 0.0608838 0.131285 0.122442 0.206011 0.0656613 0.0598356 0.0804503 0.0586577 0.0567538 0.0547849 0.0591397 0.0850249 0.0469962 0.0453501 0.0445619 0.037336
threshold=-0.26361999999999991 -0.46772999999999992 -0.085684999999999997 -0.085674999999999987 -0.076734999999999984 -0.007134999999999999 0.11183000000000003 0.12168500000000002 0.039965000000000007 -0.088614999999999985 0.048595000000000006 -0.052239999999999988 -0.036264999999999992 0.085550000000000015 0.095465000000000008 -0.036264999999999992 -0.06976499999999998 0.088295000000000012 -0.22480499999999998 -0.14920999999999998 0.11426500000000002 0.11297 -0.44829999999999998 -0.0013299999999999998
decision_type=2 2 2 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 -4 17 -8 9 12 11 15 22 14 -10 -11 -15 18 -7 -20 -1 -16 -6 -3
right_child=2 23 4 -5 8 6 7 -9 13 10 -12 -13 -14 16 21 -17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=-0.00024007008032835808 0.012572416369846393 -0.0015608219372489132 0.010575891564465383 0.0021385367004699502 0.0040215626515254458 -0.0015782577976587106 -0.0042741241137915298 0.0041761641833912887 -0.0036893501472436679 0.001920789304985663 0.0034708407604589308 -0.013323350454471946 0.0082323670348117776 0.0025432019763909071 0.0078326162533650569 -0.0052811311818601239 0.010098692175364143 0.0090091180031484971 0.0093257831610030345 0.0034937827592109992 0.0067182239229176171 0.00082804557934400844 -0.0016240897533197742 -0.0077300649022393735
leaf_weight=54 75 55 60 95 100 60 84 72 54 83 82 52 62 53 52 52 62 55 75 1405 55 54 65 58
leaf_count=54 75 55 60 95 100 60 84 72 54 83 82 52 62 53 52 52 62 55 75 1405 55 54 65 58
internal_value=0 -0.00080832 0.00328596 0.00675229 0.00305704 0.00363822 0.00339946 -0.000362474 0.0016896 0.000571771 -0.00193904 -0.0043209 0.00355505 0.00369923 0.00157991 -0.000839976 0.00663222 0.00376853 0.0035802 0.00379054 0.00325451 0.0042812 0.00178663 -0.00474324
internal_weight=0 222 2752 170 2582 1811 1751 156 771 496 269 187 227 275 160 135 115 1595 1540 1480 109 106 165 113
internal_count=2974 222 2752 170 2582 1811 1751 156 771 496 269 187 227 275 160 135 115 1595 1540 1480 109 106 165 113
is_linear=0
shrinkage=0.16829


Tree=8765
num_leaves=26
num_cat=0
split_feature=1 12 1 51 1 3 150 12 0 123 16 16 16 0 3 39 0 13 12 48 3 0 3 0 16
split_gain=4.82452 0.910802 0.923358 0.540952 0.267058 0.259225 0.326871 0.179969 0.217154 0.158562 0.139808 0.143635 0.118398 0.113608 0.192613 0.197992 0.110242 0.107125 0.106289 0.0792908 0.0709634 0.0685765 0.065695 0.0423335 0.0367417
threshold=0.11779500000000002 0.056995000000000011 0.095920000000000019 -0.067854999999999985 0.13601500000000002 -0.0063699999999999989 0.085285000000000014 0.093125000000000013 -0.05461499999999999 0.081180000000000016 0.51381500000000013 0.20277000000000003 -0.23389999999999997 0.035525000000000008 0.084670000000000009 0.0047850000000000011 -0.13165999999999997 -0.097454999999999986 -0.053404999999999987 0.084705000000000016 -0.096599999999999991 -0.072624999999999981 -0.080234999999999987 -0.067434999999999981 -0.090344999999999995
decision_type=2 2 2 2 2 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 -2 9 19 -7 8 16 -5 11 12 -9 14 15 -1 -3 -18 -6 -4 -19 24 -22 -23 -14
right_child=3 7 5 4 18 6 -8 10 -10 -11 -12 -13 21 -15 -16 -17 17 20 -20 -21 22 23 -24 -25 -26
leaf_value=0.00095952313025517838 0.00053509158397975205 0.00062012594443045671 0.00021286729290349128 0.00041193513279949085 0.00022247579036180397 0.00063065497577130905 0.00030474893116740157 0.00054727545021818636 0.00094968258266612973 0.00018649624230946587 0.0008205911582179076 0.00054386279420221115 0.00066260654832091519 0.00057752849546858966 0.00061832979314294188 0.00069862381004781636 0.00087676564947957564 0.00063435692497212752 4.778987146625971e-05 0.00039388892730625946 0.00075722519539083582 0.00057511780662049098 0.00068717689494346543 0.00069098248435025807 0.00075145888303992134
leaf_weight=60 81 85 54 95 75 97 52 62 56 54 72 94 74 66 91 71 67 72 78 54 887 63 190 94 252
leaf_count=60 81 85 54 95 75 97 52 62 56 54 72 94 74 66 91 71 67 72 78 54 887 63 190 94 252
internal_value=0 0.000692041 0.000571726 0.000295304 0.000230873 0.000427591 0.000517152 0.000723732 0.000746285 0.000330469 0.000680638 0.000664813 0.00068561 0.000700223 0.000736541 0.000818389 0.000737503 0.000745678 0.00013365 0.000303704 0.000738004 0.000703294 0.0007449 0.000644713 0.000731398
internal_weight=0 2613 545 383 302 257 149 2068 1357 149 711 639 545 288 222 131 1301 1216 153 108 1149 483 1077 157 326
internal_count=2996 2613 545 383 302 257 149 2068 1357 149 711 639 545 288 222 131 1301 1216 153 108 1149 483 1077 157 326
is_linear=0
shrinkage=0.0032998


Tree=8766
num_leaves=21
num_cat=0
split_feature=1 4 12 4 49 1 14 49 4 49 474 151 12 4 12 0 4 14 160 160
split_gain=4.08506 0.820299 0.421477 0.414051 0.395393 0.37145 0.31236 0.175305 0.169085 0.157996 0.142923 0.126224 0.120992 0.147685 0.147238 0.545026 0.114864 0.112679 0.0769364 0.0689468
threshold=0.11779500000000002 0.27420500000000009 -1.0000000180025095e-35 0.31392000000000003 -0.032374999999999994 0.094165000000000013 -0.40567999999999999 0.0060400000000000011 0.55074000000000012 -0.0072349999999999992 0.10123000000000001 -0.016029999999999996 0.11878500000000002 -0.076164999999999997 0.081685000000000021 -0.15445999999999996 0.00059000000000000014 0.073890000000000011 0.089280000000000012 -0.08070999999999999
decision_type=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 16 -5 -6 -8 -3 12 -7 13 17 15 -15 -1 19 -16 -4
right_child=3 9 10 6 7 11 8 -9 -10 -11 -12 -13 -14 14 18 -17 -18 -19 -20 -21
leaf_value=0.00073026602184098879 0.00016029002521836003 0.00022903518767372556 0.00058138166273748073 0.00037540719517923071 0.00061591303470491109 0.00046557226903903111 -1.746773106720991e-05 0.00035074231525693912 0.00019871109184355133 0.00046375291001183992 0.00077521670173403385 0.00023360311822917166 0.00050618155873257602 0.00068771400533535908 0.000623616653314368 0.00028152797197747659 0.00051519511002823108 0.00081579688559614701 0.00071022602723010283 0.00067823567013947062
leaf_weight=57 61 56 96 53 59 52 85 52 73 73 92 52 73 89 915 61 55 62 135 745
leaf_count=57 61 56 96 53 59 52 85 52 73 73 92 52 73 89 915 61 55 62 135 745
internal_value=0 0.00061933 0.000632673 0.000254252 0.000374568 0.000492702 0.000156008 0.000492006 8.21894e-05 0.000362133 0.000645988 0.000349926 0.000640508 0.000645154 0.000620813 0.000522767 0.000624965 0.000677462 0.000634786 0.000667222
internal_weight=0 2613 2484 383 172 216 211 111 158 129 2268 104 2176 2103 1200 150 112 903 1050 841
internal_count=2996 2613 2484 383 172 216 211 111 158 129 2268 104 2176 2103 1200 150 112 903 1050 841
is_linear=0
shrinkage=0.0032998


Tree=8767
num_leaves=25
num_cat=0
split_feature=1 2 150 1 12 124 2 16 15 1453 1 1 12 11 2 160 51 2 52 0 15 160 3 16
split_gain=6.60198 0.967352 0.591901 0.456467 0.423254 0.319652 0.229504 0.219007 0.174006 0.173727 0.134851 0.200202 0.130283 0.342044 0.166955 0.179615 0.135229 0.109442 0.0856317 0.0850138 0.0849827 0.0787758 0.0662511 0.0367702
threshold=0.12122500000000001 0.099845000000000003 1.0000000180025095e-35 0.13601500000000002 -0.083219999999999988 -0.078884999999999983 0.13775000000000001 -0.15693499999999996 -0.07990499999999999 -0.077554999999999985 0.10661000000000002 0.10024500000000001 0.092755000000000018 1.0000000180025095e-35 0.08784500000000002 -0.098594999999999988 0.096130000000000007 0.12750000000000003 0.25544500000000009 -0.072924999999999976 -0.035654999999999992 1.0000000180025095e-35 -0.0070649999999999992 0.0011450000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 8 -3 -1 -5 -8 -2 -7 11 17 13 14 18 -16 19 21 -11 20 -14 -6 -4 -21
right_child=3 2 22 6 10 9 7 -9 -10 12 -12 -13 16 -15 15 -17 -18 -19 -20 23 -22 -23 -24 -25
leaf_value=0.00051881759372636145 0.00021769313843780788 0.00033872711219656479 0.00043105147830002372 0.000208422903887661 0.00063357754100301221 0.00087108795183840756 0.00011568170673719517 -0.00018159252467031122 0.00045370213663883106 0.00075304366384216972 0.00052631817781687875 0.00085860405014093536 0.00063869237575352265 0.00094484759905085912 0.00081664831249013761 0.00063100971903395171 0.00050857099819705362 0.00050404097769842415 0.00062036548582607382 0.00055636606082139597 0.00075912966178278134 0.00076423661557785047 0.00026850359173149617 0.00067877481306786384
leaf_weight=90 79 56 55 77 209 83 56 52 61 828 90 54 103 78 70 342 54 56 60 67 194 71 58 53
leaf_count=90 79 56 55 77 209 83 56 52 61 828 90 54 103 78 70 342 54 56 60 67 194 71 58 53
internal_value=0 0.0006768 0.000565692 0.000178548 0.000611535 0.000712445 7.07239e-05 -2.71242e-05 0.000320777 0.000721446 0.00064329 0.000670193 0.00071471 0.00073117 0.000718322 0.000662636 0.000666479 0.000639807 0.000744119 0.000686844 0.00071748 0.000666835 0.000347932 0.000610724
internal_weight=0 2671 649 325 536 2022 185 108 140 1932 480 390 1849 1378 1300 412 471 336 888 417 297 280 113 120
internal_count=2996 2671 649 325 536 2022 185 108 140 1932 480 390 1849 1378 1300 412 471 336 888 417 297 280 113 120
is_linear=0
shrinkage=0.0032998


Tree=8768
num_leaves=14
num_cat=0
split_feature=3 14 3 3 148 457 11 10 52 0 16 49 133
split_gain=0.0996742 0.106853 0.105015 0.0980642 0.0901446 0.0930937 0.0678527 0.0692929 0.0615897 0.0763463 0.0600327 0.0559611 0.018361
threshold=0.11745500000000002 0.082295000000000021 0.41720500000000005 0.31351000000000001 -1.0000000180025095e-35 0.095420000000000019 0.093525000000000011 -0.0096749999999999978 0.49613000000000007 -0.13165999999999997 -0.044939999999999987 -0.032624999999999994 0.086975000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 10 11 6 7 -6 9 -9 -2 -1 -10
right_child=2 -3 -4 -5 5 -7 -8 8 12 -11 -12 -13 -14
leaf_value=-0.0037381251957547272 0.0043088506780265328 0.010959358060322772 0.0067020915491194837 -0.0076862073251129596 0.0088927147078149502 0.010825992818226427 -0.0014328566421696362 0.00076456686127354288 0.0089718127686444268 0.0041119393741636595 -0.0032548685548198504 0.0033662118479562716 0.0050587775277335595
leaf_weight=67 69 64 58 52 86 59 62 215 86 2006 52 59 61
leaf_count=67 69 64 58 52 86 59 62 215 86 2006 52 59 61
internal_value=0 0.00414694 0.000499132 -0.00157009 0.00398486 0.00419998 0.00404389 0.00418299 0.00401118 0.00378871 0.00104348 -0.000397233 0.00736026
internal_weight=0 2765 231 173 2701 2575 2516 2454 2368 2221 121 126 147
internal_count=2996 2765 231 173 2701 2575 2516 2454 2368 2221 121 126 147
is_linear=0
shrinkage=0.16829


Tree=8769
num_leaves=13
num_cat=0
split_feature=2 14 3 2 47 42 3 3 47 2 47 128
split_gain=0.169024 0.0912243 0.0822554 0.0608471 0.0838698 0.0666779 0.0573816 0.0955451 0.0652387 0.0444859 0.0427191 0.0245814
threshold=0.13501500000000002 -1.0000000180025095e-35 -0.049204999999999992 -0.10238999999999998 0.11043500000000002 -0.11466499999999999 0.12745000000000004 0.10402500000000002 0.080075000000000021 0.15616000000000005 0.12171500000000002 0.089460000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 5 11 7 8 -7 -4 -6 -5
right_child=2 3 9 4 10 6 -8 -9 -10 -11 -12 -13
leaf_value=0.0088331360645906298 0.0042439424485066646 -0.0011529417651208102 -0.0055825450142225307 0.0098898596370485866 -0.0034593987251282754 0.0033126596312242924 0.0087188201565955182 -0.002868786040711762 0.0064157396125524412 -0.00011904491762814706 0.0024797503972369154 0.005116974193792985
leaf_weight=91 59 80 91 64 69 1991 60 66 214 80 68 63
leaf_count=91 59 80 91 64 69 1991 60 66 214 80 68 63
internal_value=0 0.00358079 -0.00116149 0.00340145 0.00354254 0.0037685 0.00356245 0.00342542 0.00361464 -0.00303703 -0.000498386 0.00753635
internal_weight=0 2766 230 2675 2595 2458 2331 2271 2205 171 137 127
internal_count=2996 2766 230 2675 2595 2458 2331 2271 2205 171 137 127
is_linear=0
shrinkage=0.16829


Tree=8770
num_leaves=20
num_cat=0
split_feature=4 12 12 51 16 159 40 48 41 51 4 15 16 51 12 12 15 12 15
split_gain=6.05324 1.69417 0.557573 0.550802 0.514015 0.610389 0.340966 0.234923 0.229469 0.196319 0.161807 0.333918 0.232307 0.140652 0.133442 0.169145 0.0885098 0.0874684 0.0599459
threshold=0.31392000000000003 0.056995000000000011 0.13642500000000005 -0.097504999999999981 -0.23389999999999997 0.087930000000000022 -0.080249999999999988 0.086515000000000022 0.075585000000000013 -0.26433999999999996 0.51367000000000018 -0.43091499999999999 -0.53870999999999991 0.097700000000000023 0.083335000000000006 0.083885000000000015 -0.065419999999999992 0.099980000000000013 -0.0039399999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 -1 -5 7 -2 18 9 16 11 -8 -13 -9 -11 -16 -3 -17 -6
right_child=6 2 -4 4 5 -7 10 13 -10 14 -12 12 -14 -15 15 17 -18 -19 -20
leaf_value=0.00087145389908117258 7.8410923255525582e-05 0.0008109493964749625 0.00052356561819026507 0.0008799952603770815 0.000628816764723444 0.00024907664284939913 0.00064678215120877818 0.00058931613240978853 0.0010358721039799991 0.0010194773161463794 0.00025435784274871253 0.00048244629863586846 0.00018311540258167812 0.00037251916774080196 0.00068982009504160366 0.00087695112085743707 0.00062106936975105174 0.00080930976853420115 0.00075656032995034285
leaf_weight=99 52 60 54 61 85 61 54 93 84 62 85 56 58 52 63 1464 53 261 87
leaf_count=99 52 60 54 61 85 61 54 93 84 62 85 56 58 52 63 1464 53 261 87
internal_value=0 0.000813831 0.000856192 0.000648339 0.000597943 0.000552334 0.000322632 0.000610578 0.000864949 0.000857617 0.000372688 0.000432348 0.000330464 0.000511811 0.000865869 0.000860523 0.000722202 0.000866737 0.000693636
internal_weight=0 2639 2101 538 439 378 305 317 2047 1963 253 168 114 145 1850 1788 113 1725 172
internal_count=2944 2639 2101 538 439 378 305 317 2047 1963 253 168 114 145 1850 1788 113 1725 172
is_linear=0
shrinkage=0.0032998


Tree=8771
num_leaves=13
num_cat=0
split_feature=45 1 132 149 151 158 401 402 12 48 132 12
split_gain=0.153733 0.10817 0.0881373 0.0854883 0.0941255 0.0734257 0.0734713 0.144705 0.101178 0.070646 0.145749 0.0447382
threshold=1.0000000180025095e-35 0.13707500000000003 0.084790000000000018 0.079475000000000004 0.05680000000000001 -0.46654499999999993 0.080710000000000018 0.036770000000000004 0.08598500000000002 0.085130000000000025 0.10071500000000001 -0.038859999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 -8 10 -4 -3
right_child=-2 11 9 -5 -6 6 8 -9 -10 -11 -12 -13
leaf_value=0.0096585988336023686 0.012034876236557012 0.0013142028197032011 -0.0075104997048830984 0.0099616367802435636 -0.0019502458901378297 0.0033231530002641352 0.011665468014217292 -0.0020006339580360142 0.0038914662526476954 0.004053358008359118 0.0027452130484240766 -0.0045246073713449027
leaf_weight=52 52 73 75 54 97 1911 66 156 173 78 82 75
leaf_count=52 52 73 75 54 97 1911 66 156 173 78 82 75
internal_value=0 0.00279134 0.0030306 0.00332251 0.00317575 0.00338738 0.00324518 0.00292049 0.00604578 -7.84039e-05 -0.00214257 -0.00163251
internal_weight=0 2892 2744 2509 2455 2358 2306 2067 239 235 157 148
internal_count=2944 2892 2744 2509 2455 2358 2306 2067 239 235 157 148
is_linear=0
shrinkage=0.16829


Tree=8772
num_leaves=17
num_cat=0
split_feature=52 4 16 14 1456 16 448 14 0 474 43 4 43 160 13 4
split_gain=0.115717 0.112309 0.118106 0.195933 0.0826628 0.0627068 0.0652829 0.0694508 0.069975 0.0757346 0.0600956 0.0564089 0.0536063 0.0570596 0.0523785 0.0400479
threshold=0.12432000000000001 0.27120500000000008 -0.50318999999999992 -0.38100999999999996 0.088395000000000015 0.62619000000000014 -0.069474999999999995 0.078275000000000025 0.064400000000000013 0.083840000000000012 -0.080384999999999984 0.41823000000000005 -0.007069999999999999 -0.24183499999999999 -0.080414999999999986 -0.015104999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 11 -4 5 6 -1 8 9 -8 14 -3 15 -14 -2 -12
right_child=10 2 3 -5 -6 -7 7 -9 -10 -11 12 -13 13 -15 -16 -17
leaf_value=0.0072674188038969918 0.011130671136529938 -0.00017980690525869406 0.0021487866258829815 -0.01007241996188208 -0.0028741522215529423 0.0073845758525090009 0.0030926439056457237 -0.0032702322828078272 -0.0021296143458102378 -7.3966338439900755e-05 0.0038223680014922937 0.0067222575976645304 0.0028823325294854833 0.010012112263318511 0.004669663172004599 -0.0015280952453663574
leaf_weight=77 70 90 69 80 80 76 1585 62 90 246 92 53 71 59 75 69
leaf_count=77 70 90 69 80 80 76 1585 62 90 246 92 53 71 59 75 69
internal_value=0 0.00201718 -0.00108094 -0.00440088 0.00242623 0.00262558 0.00244914 0.00226114 0.0024406 0.00266622 0.00499161 0.00236574 0.00358549 0.00613198 0.00780116 0.00151815
internal_weight=0 2508 292 149 2216 2136 2060 1983 1921 1831 436 143 291 130 145 161
internal_count=2944 2508 292 149 2216 2136 2060 1983 1921 1831 436 143 291 130 145 161
is_linear=0
shrinkage=0.16829


Tree=8773
num_leaves=28
num_cat=0
split_feature=1211 2 1212 4 4 43 106 42 52 52 51 16 1211 4 4 16 2 11 2 52 16 4 42 42 403 2 16
split_gain=0.106944 0.109156 0.121645 0.10674 0.1342 0.128489 0.10029 0.0798717 0.0870647 0.0722709 0.0911314 0.0930261 0.0703061 0.0702913 0.127862 0.0896295 0.0681236 0.063828 0.0670827 0.0583548 0.048836 0.0412229 0.0348071 0.0455709 0.0336516 0.0323901 0.0276809
threshold=0.076895000000000019 0.081935000000000022 0.091640000000000013 -0.083904999999999993 -0.080324999999999994 -0.011814999999999997 0.085275000000000004 0.09087000000000002 0.078330000000000025 0.042815000000000006 0.10532000000000001 -0.017744999999999997 0.091735000000000011 -0.0023699999999999997 -0.035849999999999993 -0.077189999999999995 0.090695000000000012 0.085990000000000011 0.10859000000000001 0.088250000000000009 -0.082039999999999988 -0.051789999999999996 0.095150000000000012 0.10001500000000001 -0.087809999999999985 -0.080104999999999996 -0.089894999999999989
decision_type=2 2 2 2 2 2 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 17 5 -5 7 8 13 10 11 -6 -2 14 15 -1 26 18 19 24 -14 -18 -9 -24 -3 -15 -11
right_child=12 2 -4 4 9 -7 -8 22 -10 16 -12 -13 20 25 -16 -17 21 -19 -20 -21 -22 -23 23 -25 -26 -27 -28
leaf_value=0.00097923328323297433 0.011179638636093704 0.0008153828237888103 -0.00604574466045319 0.0017826432673881572 -0.002110632547483829 -0.0090483357203003136 -0.0032274172095820472 -0.001267459333045007 0.010170229046896065 0.0039696470703007962 0.0067945646305832431 0.0014021342730896466 0.0076219655346064395 0.0039278560139042384 -0.0042241096444687173 0.0092421234518024337 -0.0013315294520930099 -0.0011173695747532641 -0.00072214772694639026 0.0092524522433283032 0.00064466914146219824 0.0027854503910644938 0.0070923608240075955 0.00078122282381922273 0.0052354928245728228 0.0093157283020392223 0.0089730990809548244
leaf_weight=78 54 67 64 53 372 74 56 79 90 74 58 501 52 53 60 72 95 68 60 83 64 246 52 88 190 84 57
leaf_count=78 54 67 64 53 372 74 56 79 90 74 58 501 52 53 60 72 95 68 60 83 64 246 52 88 190 84 57
internal_value=0 0.00179279 0.00117116 0.00140323 0.000721465 -0.00451417 0.00359053 0.00417529 0.00549147 0.00119668 0.000334478 -9.26569e-05 0.00614644 0.00427279 0.00232555 0.0049574 0.00289352 0.00362824 0.00443949 0.00535565 0.00378791 0.00163322 0.00154074 0.00313819 0.00409016 0.00724448 0.00616044
internal_weight=0 2774 2062 1998 1530 127 712 656 437 1403 931 873 170 347 210 150 472 468 400 340 116 341 219 140 257 137 131
internal_count=2944 2774 2062 1998 1530 127 712 656 437 1403 931 873 170 347 210 150 472 468 400 340 116 341 219 140 257 137 131
is_linear=0
shrinkage=0.16829


Tree=8774
num_leaves=15
num_cat=0
split_feature=1455 1211 12 403 403 2 40 16 15 15 403 403 16 401
split_gain=0.0937147 0.0726109 0.0925374 0.0816254 0.106293 0.0888097 0.0909171 0.0611469 0.0699685 0.0674676 0.0413708 0.0203303 0.0198813 0.0497124
threshold=0.10663500000000002 0.076895000000000019 0.087255000000000013 0.085340000000000013 0.024980000000000006 0.25063000000000007 0.093270000000000006 -0.43279999999999996 -0.19153499999999998 0.10356000000000001 0.094340000000000021 -0.030264999999999997 -0.081324999999999995 0.085625000000000021
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 8 -1 -9 -5 -4 13 -12
right_child=-2 2 11 10 -6 -7 -8 9 -10 -11 12 -13 -14 -15
leaf_value=0.0085737356420935752 0.008406419677553607 0.010874048719319535 0.0044171630560612346 0.0083111426941183935 -0.006467743279897074 -0.0053393131428841265 -0.0055059414107263257 0.00091217510130687498 0.0022175210534005033 0.0040791602192615109 0.0050393586748727903 -1.2390066277053729e-05 0.0048369636441543207 -0.0021692851421662332
leaf_weight=70 58 52 61 55 52 57 53 1845 168 213 55 55 97 53
leaf_count=70 58 52 61 55 52 57 53 1845 168 213 55 55 97 53
internal_value=0 0.00156623 0.00496557 0.00135546 0.00105454 0.00121786 0.00137774 0.00153742 0.00409454 0.00124083 0.00419341 0.00230146 0.00307989 0.00148515
internal_weight=0 2886 168 2718 2458 2406 2349 2296 238 2058 260 116 205 108
internal_count=2944 2886 168 2718 2458 2406 2349 2296 238 2058 260 116 205 108
is_linear=0
shrinkage=0.16829


Tree=8775
num_leaves=27
num_cat=0
split_feature=1 1 123 16 14 0 0 1 10 39 1 0 0 13 13 1 1 0 133 0 0 0 0 0 13 0
split_gain=14.3553 1.97651 1.70721 1.13092 0.723521 0.48764 0.612193 0.592807 0.45 0.420049 0.301426 0.223904 0.445677 0.185153 0.173273 0.13336 0.219833 0.132071 0.121819 0.162301 0.118999 0.0761277 0.107807 0.075399 0.0726603 0.0446483
threshold=0.10921500000000002 0.13662500000000002 0.081180000000000016 0.26411500000000004 0.073890000000000011 -0.097224999999999992 -0.077614999999999976 0.083670000000000008 -0.063134999999999983 0.087080000000000005 0.096475000000000019 -0.11327499999999999 -0.064994999999999983 0.10935500000000002 -0.085414999999999991 0.078435000000000019 0.090540000000000023 -0.14920999999999998 -0.011534999999999998 -0.081814999999999985 -0.11262999999999999 -0.085674999999999987 -0.087404999999999997 -0.052874999999999998 -1.0000000180025095e-35 -0.055729999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 5 7 14 20 -3 11 -4 -2 -13 15 21 23 -17 -9 19 -16 -1 22 -7 -8 -20 -10
right_child=1 8 10 -5 -6 6 13 17 25 -11 -12 12 -14 -15 18 16 -18 -19 24 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0010526020351149729 0.00034832394444893219 -0.00019939239378700675 0.0007168379528479981 0.00087465655621683921 0.001238349566801737 0.0010544744881258424 0.00088932736883922184 0.00075318282890427554 9.3338649339126149e-05 0.00019984485688411007 0.00036887622639722369 0.00079395046447934233 0.00037320180969330154 0.0007122405914982673 0.0010995738698634794 0.0011237283514767145 0.00090269025033962039 0.0005517755300801046 0.00097655981561802288 0.00091037663281167086 0.00087627403151858431 0.00099131697309712318 0.0012070482594305012 0.00077730830461517737 0.0008854573278693638 0.00022724033985426363
leaf_weight=80 91 57 52 63 95 164 248 94 55 91 58 52 59 64 180 67 203 60 492 72 97 99 80 98 131 56
leaf_count=80 91 57 52 63 95 164 248 94 55 91 58 52 59 64 180 67 203 60 492 72 97 99 80 98 131 56
internal_value=0 0.000333895 0.000936105 0.000473124 0.000955137 0.000943051 0.000963544 0.000825433 3.86531e-05 0.000386667 0.000533688 0.000470655 0.000570627 0.000883808 0.00100803 0.000901576 0.000957671 0.000674941 0.000982901 0.00104566 0.000956169 0.00107204 0.00110464 0.000857701 0.00095746 0.00016121
internal_weight=0 524 2434 356 2324 2229 1898 331 168 293 110 202 111 680 1218 616 270 154 875 252 177 343 244 346 623 111
internal_count=2958 524 2434 356 2324 2229 1898 331 168 293 110 202 111 680 1218 616 270 154 875 252 177 343 244 346 623 111
is_linear=0
shrinkage=0.0032998


Tree=8776
num_leaves=27
num_cat=0
split_feature=40 156 12 484 0 4 0 0 0 4 1204 12 49 0 12 0 1 3 0 0 484 3 403 3 3 3
split_gain=0.102541 0.0946939 0.102402 0.167228 0.120846 0.136075 0.0819994 0.0801942 0.0726492 0.0826387 0.0663592 0.0574488 0.0747187 0.0704077 0.065946 0.100546 0.0892295 0.0643993 0.0571585 0.056372 0.05021 0.0351581 0.029172 0.0374172 0.0205712 0.0157313
threshold=1.0000000180025095e-35 0.087610000000000007 0.082795000000000021 -0.067269999999999983 -0.11262999999999999 -0.17006499999999999 -0.14259999999999998 -0.094299999999999981 -0.23146499999999998 0.0033150000000000007 -0.086519999999999986 0.099035000000000026 0.0045900000000000012 -0.084114999999999981 0.091065000000000021 -0.082174999999999984 0.090040000000000023 -0.060719999999999989 -0.11214999999999999 -0.048199999999999993 0.053970000000000011 -0.07106999999999998 -0.092894999999999991 -0.11211999999999998 -0.082234999999999989 -0.092109999999999984
decision_type=2 2 2 2 2 2 2 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 -7 -5 -10 -4 12 14 24 16 -16 -12 22 -3 -9 21 25 -13 -24 -14 -20
right_child=-2 18 10 4 5 7 -8 19 9 -11 11 17 13 -15 15 -17 -18 -19 20 -21 -22 -23 23 -25 -26 -27
leaf_value=-0.0088138126869881251 -0.0036362322329409917 0.0098977863158483444 -0.0033926443691306672 0.0068844938912887323 0.0057034202117933171 -0.0085370139353535858 0.0095377370836293544 0.00075070184370167731 0.0037940290105042442 -0.0043708436012909547 0.0033474629601282588 0.0026071937606016123 0.004233242586079519 -0.0041152711145553272 0.0097172728279785511 0.0038628002455623409 -0.0030688982531764889 0.0048200247956979077 0.0017400327029042249 -0.0049944469949051657 0.0076353799000672623 -0.00081567438535553498 0.0021186807992938472 -0.0024993462633670048 0.00048012941473396092 0.0054138476579842212
leaf_weight=55 86 55 52 62 64 57 53 129 75 66 699 78 81 68 113 322 67 93 56 77 76 61 70 169 87 87
leaf_count=55 86 55 52 62 64 57 53 129 75 66 699 78 81 68 113 322 67 93 56 77 76 61 70 169 87 87
internal_value=0 0.0022536 0.0019013 5.3813e-05 0.000893463 -0.00124626 0.00363364 -0.00294427 0.00208333 -1.50845e-05 0.00252105 0.00268852 0.00319036 0.000444176 0.0037285 0.00538775 0.0027839 0.000925215 0.00491627 -0.00138804 0.00393134 0.0025426 -0.000211759 -0.00113927 0.00230036 0.00398771
internal_weight=0 2872 2537 638 583 327 256 263 203 141 1899 1847 1437 236 1201 435 766 410 335 206 280 204 317 239 168 143
internal_count=2958 2872 2537 638 583 327 256 263 203 141 1899 1847 1437 236 1201 435 766 410 335 206 280 204 317 239 168 143
is_linear=0
shrinkage=0.16829


Tree=8777
num_leaves=30
num_cat=0
split_feature=12 12 13 156 133 12 16 475 16 15 159 49 16 14 16 15 16 15 12 12 15 12 52 12 12 16 52 16 49
split_gain=5.36404 1.70192 1.45563 0.60351 0.598621 0.575083 0.459143 0.399019 0.362864 0.342366 0.3189 0.186587 0.154412 0.146785 0.201008 0.138365 0.137523 0.130475 0.112858 0.11899 0.12405 0.0846624 0.080001 0.0599377 0.0550252 0.0417649 0.131807 0.0218546 0.011008
threshold=0.056995000000000011 0.13936000000000001 -0.00027999999999999998 0.07881500000000001 -1.0000000180025095e-35 0.098785000000000012 -0.14879499999999998 -0.06890499999999998 -0.10850999999999998 -0.088349999999999998 0.079875000000000015 -0.0093449999999999974 -0.095724999999999991 0.073890000000000011 -0.092969999999999983 -0.032519999999999993 -0.077679999999999985 0.033605000000000003 0.09253500000000002 0.091585000000000014 0.087670000000000012 -0.086944999999999981 0.0035300000000000006 0.093315000000000023 0.094305000000000014 0.0060400000000000011 -0.25811499999999993 -0.06421499999999998 0.086515000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 9 -1 13 -7 -5 21 12 11 -10 -4 14 17 -11 -8 22 19 20 -16 -6 -2 -20 -25 27 -27 -18 -24
right_child=1 -3 3 7 8 6 16 -9 10 15 -12 -13 -14 -15 18 -17 25 -19 23 -21 -22 -23 28 24 -26 26 -28 -29 -30
leaf_value=0.0011060162562960528 0.0012311191067669719 0.00077384112106362987 0.00082071148454524172 0.0011270811416049732 0.00072556776330802029 0.00092467114285186061 0.0013676698281576585 0.0015232835495342211 0.00086329394934852742 0.0012988587796437347 0.00072045133050120083 0.0011436471982718013 0.0010561509291679382 0.0015160664497096807 0.0013997938310896015 0.0010844599993170242 0.0012062521000109814 0.0011628539249177051 0.0012195093872541811 0.0015295631602162503 0.0013117246253930548 0.00055072043258166806 0.0014174962362187404 0.0014386218268025803 0.0013129649057321161 0.0012612577826373477 0.001040123967115316 0.0013110507933742459 0.0013295927318704589
leaf_weight=83 75 62 69 52 81 52 98 62 54 55 76 53 58 64 689 93 53 92 67 63 256 52 61 54 235 77 52 68 52
leaf_count=83 75 62 69 52 81 52 98 62 54 55 76 53 58 64 689 93 53 92 67 63 256 52 61 54 235 77 52 68 52
internal_value=0 0.00131405 0.000995952 0.00113986 0.000855563 0.00132992 0.00121644 0.00134287 0.000789667 0.00105558 0.000885552 0.00100249 0.000928512 0.00135648 0.00135024 0.00116437 0.00125994 0.00126796 0.00136711 0.00138561 0.00137597 0.000657471 0.0013192 0.00131463 0.00133657 0.00121757 0.00117239 0.00126544 0.00137736
internal_weight=0 2170 788 389 399 2108 400 114 316 275 183 107 127 1708 1644 148 348 280 1364 1008 945 133 188 356 289 250 129 121 113
internal_count=2958 2170 788 389 399 2108 400 114 316 275 183 107 127 1708 1644 148 348 280 1364 1008 945 133 188 356 289 250 129 121 113
is_linear=0
shrinkage=0.0032998


Tree=8778
num_leaves=24
num_cat=0
split_feature=4 3 3 123 3 4 0 123 4 0 13 12 3 0 12 15 3 49 0 0 0 13 4
split_gain=7.54372 2.50067 1.01054 1.08843 0.674993 0.607527 0.564879 0.345943 0.294219 0.28817 0.340826 0.209611 0.20169 0.183046 0.173648 0.156425 0.12577 0.117174 0.100557 0.0994665 0.0841525 0.0602841 0.0248891
threshold=0.31392000000000003 -0.066229999999999997 0.28833000000000003 0.081180000000000016 0.35004500000000011 -0.37626499999999991 -0.050249999999999996 0.086020000000000013 0.043640000000000005 -0.23043999999999995 -0.065539999999999987 0.081685000000000021 -0.15624499999999999 -0.09633499999999999 0.09253500000000002 -0.43587999999999999 -0.080409999999999995 -1.0000000180025095e-35 -0.068669999999999995 -0.05937499999999999 -0.11214999999999999 -0.016319999999999998 0.067120000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 7 -3 9 15 11 -7 -11 -1 -13 -14 16 -2 -15 -17 -5 -16 -10 22 -22
right_child=4 2 -4 18 -6 6 -8 -9 20 10 -12 12 13 14 19 17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.000784566778805402 0.00060694862410118474 0.0010959620326555009 0.00030749518894335214 0.00057546953522541347 7.6736927265846221e-06 0.0010289204483922394 0.00046084324413549357 0.00023414637753979575 0.00095300004659015401 0.00101219276449462 0.00072276296702210535 0.0011126826130985004 0.00080114057526889642 0.0010085634961309543 0.00093141446042288665 0.00052160822911695003 0.00090576948587842274 0.00029971146043179651 0.00039378825367212487 0.00077481104870004316 0.00079861815812399888 0.00070188748314466034 0.00090091028367130812
leaf_weight=72 79 78 61 78 53 63 54 80 55 56 228 103 78 856 399 53 162 53 61 53 78 52 53
leaf_count=72 79 78 61 78 53 63 54 80 55 56 228 103 78 856 399 53 162 53 61 53 78 52 53
internal_value=0 0.000886465 0.000713663 0.000753696 0.000348296 0.000828406 0.000776274 0.000416288 0.00094628 0.00082526 0.000779958 0.000961439 0.000969131 0.000959557 0.000967939 0.000494861 0.00099224 0.000410992 0.000495992 0.00091313 0.000836384 0.000801142 0.000840272
internal_weight=0 2640 679 618 318 479 401 265 1961 347 284 1723 1651 1548 1470 185 1018 106 139 452 238 183 131
internal_count=2958 2640 679 618 318 479 401 265 1961 347 284 1723 1651 1548 1470 185 1018 106 139 452 238 183 131
is_linear=0
shrinkage=0.0032998


Tree=8779
num_leaves=28
num_cat=0
split_feature=12 1429 12 12 448 403 403 15 12 150 43 12 15 4 52 4 48 1446 150 1446 4 4 133 4 133 15 12
split_gain=0.0953128 0.103244 0.072466 0.0705631 0.0643457 0.0575832 0.0773241 0.0513437 0.0641983 0.0492033 0.0638159 0.0627319 0.0601868 0.0844065 0.0559837 0.0490799 0.061478 0.0571961 0.0555775 0.0464882 0.0810618 0.0799853 0.0695943 0.0320989 0.0454178 0.0409728 0.0144485
threshold=0.082795000000000021 0.086295000000000011 0.098785000000000012 0.097345000000000015 -0.052139999999999992 0.058485000000000009 0.13415000000000002 -0.07879499999999999 0.11640000000000002 0.10672500000000001 0.10440000000000002 1.0000000180025095e-35 -0.090324999999999989 -0.0060699999999999999 -0.080219999999999986 -0.080414999999999986 0.089775000000000008 0.037915000000000011 0.10871000000000001 0.083735000000000018 -0.083524999999999974 -0.082199999999999981 0.058050000000000011 -0.072334999999999997 -0.0063799999999999994 0.10695 0.088930000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 15 -7 8 -4 10 11 12 14 -14 -6 19 17 18 -17 20 22 -22 -2 -9 -25 -26 -18
right_child=2 -3 7 -5 9 6 -8 23 -10 -11 -12 -13 13 -15 -16 16 26 -19 -20 -21 21 -23 -24 24 25 -27 -28
leaf_value=0.0067284850534620856 0.0034358024648119146 0.0090526034093626178 0.002031177181783955 0.010227029622901201 -0.0044763180224687343 -0.0024131686417893641 0.0045281101015667491 0.0034256205224767952 0.0093895144254532107 -0.0040372017738442255 0.006525751294880075 -0.0046048573655178855 0.001197909103393212 0.0078473486555234919 0.00096161586645583316 0.002420504234388983 0.0053491665719218144 0.0071519275129259575 0.0080568597514833352 0.0015038948549374292 0.014956161480112272 0.0067972489470739632 0.010016999981966144 0.0037300481148809287 -0.0041360344872619611 0.0012912975051802421 0.009167949032080137
leaf_weight=59 207 53 94 59 68 81 103 97 53 52 61 55 174 79 253 652 54 101 54 57 55 93 59 59 89 70 67
leaf_count=59 207 53 94 59 68 81 103 97 53 52 61 55 174 79 253 652 54 101 54 57 55 93 59 59 89 70 67
internal_value=0 0.00185305 0.0039658 0.00449065 0.00137443 0.00427572 0.00146267 0.00209655 0.00469641 0.000946287 0.00132446 0.000817184 0.00133985 0.00328132 -0.000184748 0.00464441 0.00392875 0.00339427 0.00285416 0.00605065 0.00667231 0.00984142 0.0049023 0.000877582 -0.000247937 -0.00173534 0.00747855
internal_weight=0 854 2104 1642 801 1583 184 462 147 742 690 629 574 253 321 1399 928 807 706 471 414 148 266 315 218 159 121
internal_count=2958 854 2104 1642 801 1583 184 462 147 742 690 629 574 253 321 1399 928 807 706 471 414 148 266 315 218 159 121
is_linear=0
shrinkage=0.16829


Tree=8780
num_leaves=13
num_cat=0
split_feature=4 10 0 49 147 4 132 132 132 132 132 15
split_gain=0.236936 0.179279 0.155999 0.132279 0.101509 0.0875187 0.0707958 0.0712603 0.0687502 0.0840057 0.0233832 0.0153926
threshold=0.51074000000000008 -1.0000000180025095e-35 -0.078924999999999981 -0.14998499999999998 0.093835000000000016 -0.011534999999999998 0.090285000000000018 0.03056 -0.26631499999999991 -0.086254999999999984 0.11942500000000002 -0.041569999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -3 6 -1 7 8 -5 -10 11 -8
right_child=2 3 -4 4 -6 -7 10 -9 9 -11 -12 -13
leaf_value=0.0028148938413192349 0.0013886133982698463 0.010536138609574863 -0.010534501513011279 0.0090864468685905898 -0.0040136774152875303 -0.005754209292793952 0.00069294415277689489 0.008964635205911696 -0.0017406618345043451 0.0035518170824514169 0.0026272701114504224 -0.0032503445016711222
leaf_weight=53 64 73 60 61 53 92 54 70 88 2131 69 57
leaf_count=53 64 73 60 61 53 92 54 70 88 2131 69 57
internal_value=0 0.00314558 -0.00436615 0.00346046 0.00325979 -0.00260966 0.00341287 0.00365929 0.00349562 0.00334112 0.000185728 -0.0013158
internal_weight=0 2801 124 2656 2583 145 2530 2350 2280 2219 180 111
internal_count=2925 2801 124 2656 2583 145 2530 2350 2280 2219 180 111
is_linear=0
shrinkage=0.16829


Tree=8781
num_leaves=21
num_cat=0
split_feature=1 1 123 12 2 1 49 13 13 2 14 481 12 12 0 12 2 0 12 12
split_gain=11.8022 2.24849 1.99673 1.92421 0.649679 0.50028 0.482386 0.452526 0.389043 0.377893 0.261173 0.26099 0.216574 0.224239 0.205073 0.149103 0.101802 0.0879691 0.0719595 0.0368078
threshold=0.10661000000000002 0.13612500000000002 1.0000000180025095e-35 0.085075000000000026 0.10859000000000001 0.094485000000000013 -0.10164999999999999 -1.0000000180025095e-35 -0.085349999999999995 -0.0098549999999999974 0.064610000000000015 -0.074254999999999988 0.087605000000000002 0.11351500000000002 -0.10934999999999999 0.095295000000000019 0.083815000000000014 -0.065939999999999985 -0.080929999999999988 0.097145000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 6 -4 -1 18 -3 -8 11 16 -6 19 -13 -5 -11 -17 -2 -14
right_child=1 8 5 15 12 -7 9 -9 -10 10 -12 14 13 -15 -16 17 -18 -19 -20 -21
leaf_value=0.0014430817609884668 0.00047621537783916528 9.3428859024073419e-05 0.00089945046247027159 0.0011434141106219161 0.0007777352446024983 0.00044192089108235764 0.00086762426324614537 0.00071223841867068603 0.0004116368037974611 0.0013919481878882545 0.0013491454060561934 0.001019290337571793 0.0011660593368007033 0.00084095466278365206 0.001144432152346176 0.00082497874667056476 0.0012123678774757151 0.0010181566394123231 0.00032148947352277166 0.0010416913338875821
leaf_weight=62 98 76 52 54 52 53 53 98 94 54 73 164 59 53 1484 52 119 58 52 65
leaf_count=62 98 76 52 54 52 53 53 98 94 54 73 164 59 53 1484 52 119 58 52 65
internal_value=0 0.000589215 0.00111439 0.000721016 0.00113528 0.000668843 0.00115435 0.000537324 0.000269586 0.00114514 0.00115289 0.001145 0.000967799 0.00102344 0.001132 0.000998578 0.00126863 0.000927156 0.000422812 0.00110115
internal_weight=0 582 2343 412 2238 105 2009 248 170 1947 1894 1821 229 177 1648 164 173 110 150 124
internal_count=2925 582 2343 412 2238 105 2009 248 170 1947 1894 1821 229 177 1648 164 173 110 150 124
is_linear=0
shrinkage=0.0032998


Tree=8782
num_leaves=14
num_cat=0
split_feature=1 13 49 15 40 159 10 132 13 16 1455 41 158
split_gain=0.207761 0.141062 0.126506 0.0953986 0.103356 0.0827792 0.120397 0.0549147 0.0781592 0.0699147 0.0518719 0.0615764 0.0200931
threshold=0.13654500000000003 -0.085349999999999995 -0.16230499999999995 -0.44792999999999994 0.0045850000000000005 0.084135000000000001 -0.013164999999999998 0.086470000000000005 -0.070339999999999986 -0.0071849999999999995 0.10411000000000001 0.077915000000000012 0.085110000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 6 -5 8 9 -7 11 -8 -10
right_child=1 -3 3 4 -6 7 10 -9 12 -11 -12 -13 -14
leaf_value=0.011085502646577724 -0.008100230802101439 0.0017342500740866924 -0.0021474617596622882 -0.0043435269689457989 -0.0038344644938700973 0.0074557467550568123 0.0038150176059519609 0.0009972795226571077 0.0081027537232675403 5.7464416342272857e-05 -0.0016001232129032518 -0.00048942391571642609 0.012262989993330059
leaf_weight=61 74 93 87 57 53 83 2000 52 90 65 55 98 57
leaf_count=61 74 93 87 57 53 83 2000 52 90 65 55 98 57
internal_value=0 -0.00261279 0.00349423 0.00332187 0.00350487 0.0036577 0.00327651 0.00608025 0.00697014 0.00421864 0.00347909 0.0036131 0.00972813
internal_weight=0 167 2758 2697 2610 2557 2210 347 295 148 2153 2098 147
internal_count=2925 167 2758 2697 2610 2557 2210 347 295 148 2153 2098 147
is_linear=0
shrinkage=0.16829


Tree=8783
num_leaves=21
num_cat=0
split_feature=2 15 124 2 0 2 2 11 2 2 43 15 2 2 15 158 156 15 0 2
split_gain=5.21724 2.98434 0.927895 0.808109 0.718394 0.608785 0.446483 0.282119 0.339556 0.189228 0.147519 0.138621 0.122224 0.188544 0.116138 0.105781 0.0846888 0.0679489 0.101051 0.0677449
threshold=0.13388500000000003 -0.2987999999999999 -0.048219999999999992 0.10060500000000001 -0.12851999999999997 -1.0000000180025095e-35 0.14870000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.10100500000000003 -1.0000000180025095e-35 1.0000000180025095e-35 0.078775000000000012 0.085075000000000026 -0.075094999999999981 -0.11929999999999998 0.11723000000000001 0.043560000000000008 -0.052874999999999998 0.25063000000000007
decision_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 5 7 14 -3 -2 8 -4 -7 -1 -9 15 -14 -5 -10 17 18 -6 -8
right_child=6 2 3 4 16 9 19 11 12 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0004685497309917133 0.00072477627566990943 0.00057715928644820733 0.00088728208637118742 0.0006895066782895891 0.0010667487472775529 0.0011483944962608001 0.00049103300471710701 0.001185767735270521 0.00096201067149189238 0.00086742562289960593 0.00070570340110447907 0.0014225450560897133 0.0012478012123706525 0.0011476541223592934 0.00089932267566656234 0.0011230189964411437 0.0012017048042458915 0.001149250882755739 0.00090038909756700528 0.00033284239531130151
leaf_weight=67 89 54 56 69 165 54 65 53 53 54 52 62 269 1021 53 452 54 68 57 58
leaf_count=67 89 54 56 69 165 54 65 53 53 54 52 62 269 1021 53 452 54 68 57 58
internal_value=0 0.00108406 0.00110752 0.00112367 0.000999556 0.000864761 0.000546215 0.00115308 0.00114308 0.00100824 0.000572476 0.00131373 0.00115104 0.00116856 0.000780945 0.00110619 0.00107698 0.00105364 0.00102419 0.000416725
internal_weight=0 2713 2594 2432 466 162 212 1966 1851 108 119 115 1795 1290 122 505 344 290 222 123
internal_count=2925 2713 2594 2432 466 162 212 1966 1851 108 119 115 1795 1290 122 505 344 290 222 123
is_linear=0
shrinkage=0.0032998


Tree=8784
num_leaves=12
num_cat=0
split_feature=3 30 49 2 48 132 132 403 3 15 3
split_gain=0.26796 0.11735 0.0999283 0.0909207 0.101805 0.0581418 0.0537614 0.0754963 0.0518755 0.0473131 0.00975577
threshold=0.18595000000000003 0.084750000000000006 -0.10164999999999999 0.14870000000000003 0.11978500000000002 -0.26631499999999991 -0.074169999999999986 -0.08373499999999999 -0.16574499999999995 0.039965000000000007 0.35004500000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 5 -4 7 -7 -8 -1 -2
right_child=10 -3 3 -5 -6 6 8 -9 -10 -11 -12
leaf_value=0.0055072405844756546 -0.0023100940123982668 -0.0027297998177822132 0.0089235954661887676 -0.0025047651305296226 0.010543191418742014 0.0053437189869002593 0.0072650239446434969 -0.0025843219986348078 0.0036095830174464705 0.012334375566143512 -0.0053629959205643458
leaf_weight=62 54 76 60 64 64 55 117 89 2154 56 74
leaf_count=62 54 76 60 64 64 55 117 89 2154 56 74
internal_value=0 0.00377866 0.00396111 0.00374277 0.00390095 0.00372847 0.00359865 0.000431273 0.0037987 0.00876246 -0.00408909
internal_weight=0 2797 2721 2603 2539 2475 2415 144 2271 118 128
internal_count=2925 2797 2721 2603 2539 2475 2415 144 2271 118 128
is_linear=0
shrinkage=0.16829


Tree=8785
num_leaves=28
num_cat=0
split_feature=3 4 10 4 0 3 3 42 13 12 0 4 0 4 4 4 13 4 3 42 0 4 4 483 4 3 0
split_gain=8.82457 3.16647 1.23214 0.99273 0.93412 0.803548 0.703549 0.917758 0.53447 0.381571 0.375525 0.325411 0.308164 0.211304 0.198456 0.193542 0.190494 0.157074 0.123353 0.113654 0.103732 0.102452 0.0809502 0.0850009 0.0637276 0.0643106 0.0578706
threshold=-0.06533499999999999 0.31392000000000003 -1.0000000180025095e-35 0.27998000000000006 -0.14680499999999999 0.11269500000000002 0.0066850000000000008 -0.0047199999999999994 -0.059629999999999996 0.096425000000000025 -0.099704999999999974 -0.47860499999999995 -0.06952499999999999 -0.062804999999999986 0.42642000000000008 0.054720000000000012 -0.011694999999999999 0.0051950000000000008 -0.090704999999999994 -0.071309999999999985 -0.081484999999999988 0.0063750000000000013 -0.086279999999999982 0.092865000000000017 -0.086644999999999986 -0.076514999999999986 -0.082494999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 7 21 -9 11 -7 -6 22 -8 -3 19 20 -15 -14 -11 -16 -4 26 -24 -21 -26 -13
right_child=1 14 5 -5 9 10 13 8 -10 15 -12 12 18 17 16 -17 -18 -19 -20 24 -22 -23 23 -25 25 -27 -28
leaf_value=0.0015612539256111256 0.00050181043040970093 0.00028063840346951517 0.00099880096534401327 0.00079118264571000031 0.0014300522523842964 0.00054069009387728835 0.0012857004433443292 0.00094986608792304824 0.00056660879464415042 0.0012086722213117921 0.00090205110996505905 0.0013360496791008114 0.00090262829417351979 0.00092303803317879472 0.00047158167573093518 0.0009241946920527166 0.00032666930140211748 0.0011837921312175838 0.0011145509133397562 0.0011630101378699534 0.00067428889725133171 0.0011956520298975479 0.0011822326127997212 0.001072738273590961 0.00093758568040517752 0.0010807829336842508 0.0011948145488431725
leaf_weight=64 84 68 57 80 55 73 78 69 95 83 56 67 62 52 59 90 52 53 64 54 55 67 1109 91 62 96 78
leaf_count=64 84 68 57 80 55 73 78 69 95 83 56 67 62 52 59 90 52 53 64 54 55 67 1109 91 62 96 78
internal_value=0 0.000763624 0.000877028 0.00115291 0.00116755 0.000929499 0.000992875 0.000890676 0.000728072 0.00115434 0.000697833 0.00117797 0.00116852 0.00115352 0.000431988 0.00106059 0.000493774 0.00105499 0.00101055 0.00110208 0.000569688 0.00110545 0.00118329 0.00117396 0.00106018 0.00102481 0.00126032
internal_weight=0 918 684 2055 1975 600 471 288 164 1911 129 1526 1471 183 234 385 166 105 126 295 114 124 1345 1200 212 158 145
internal_count=2973 918 684 2055 1975 600 471 288 164 1911 129 1526 1471 183 234 385 166 105 126 295 114 124 1345 1200 212 158 145
is_linear=0
shrinkage=0.0032998


Tree=8786
num_leaves=30
num_cat=0
split_feature=1 52 10 15 2 1 2 1 150 13 14 51 39 51 1 2 51 1 2 1447 2 1447 42 15 15 15 51 42 15
split_gain=9.17094 1.73466 1.09008 0.883966 0.596898 0.505633 0.419807 0.378444 0.35863 0.313217 0.268888 0.251508 0.281143 0.226127 0.179608 0.173355 0.11867 0.116797 0.106488 0.0994962 0.101698 0.113956 0.0837179 0.0831167 0.0734819 0.176087 0.0886526 0.0354671 0.0665751
threshold=0.10529500000000001 -0.40011499999999994 -0.36237499999999995 -0.26361999999999991 0.093320000000000014 0.091345000000000023 -1.0000000180025095e-35 0.12895500000000001 1.0000000180025095e-35 -0.011514999999999999 0.076450000000000004 -0.096089999999999981 0.082765000000000019 0.026870000000000002 0.11097000000000001 0.11366500000000002 -0.26578999999999992 0.077690000000000023 0.11231500000000001 -0.086059999999999984 0.089945000000000011 -0.080344999999999986 0.084535000000000013 -0.45775499999999997 -0.10271999999999999 -0.067614999999999995 0.024640000000000006 0.098550000000000013 -0.043134999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 7 5 10 -7 -4 14 -10 13 16 15 19 -5 24 -6 -15 -16 -1 21 -21 -22 -9 -13 -26 -27 28 -8
right_child=1 2 3 8 11 6 27 23 9 -11 -12 12 -14 17 18 -17 -18 -19 -20 20 22 -23 -24 -25 25 26 -28 -29 -30
leaf_value=0.0012130623946516269 0.0010438410229359906 6.1230662034702282e-05 0.00056616389676738339 0.00057061208723598522 0.00097401966385083976 0.00065166884660299051 0.00091574480594604961 0.00035736371742952315 0.00033734951810399625 0.00069334844679630209 0.0012664839468751847 0.001075413080904363 0.0006814211635015351 0.0010141461463761263 0.00087659519004459929 0.00079162431475035956 0.001164372292935882 0.00081345310325210501 0.00070589441370695594 0.00093298808357402286 0.00090448614989822754 0.0010968913925494246 0.0010601981083867298 0.00018254603353853147 0.00080905917915444464 0.0009503384788159525 0.0011042508539159882 0.00090510707241500861 0.0010711923822857607
leaf_weight=63 76 53 76 53 88 53 52 59 57 52 79 54 57 89 86 86 66 53 81 52 69 862 98 62 88 212 55 52 90
leaf_count=63 76 53 76 53 88 53 52 59 57 52 79 54 57 89 86 86 66 53 81 52 69 862 98 62 88 212 55 52 90
internal_value=0 0.00057468 0.000513036 0.000558493 0.00101702 0.00105224 0.00091391 0.000383255 0.000663316 0.000507507 0.00107724 0.000936551 0.00090321 0.00106559 0.000740352 0.000928678 0.00105583 0.000939488 0.000794011 0.00108121 0.0010735 0.00108761 0.000996073 0.000268079 0.00095741 0.000939361 0.000982175 0.000985372 0.00101452
internal_weight=0 655 579 526 2318 1612 247 197 329 109 1365 706 552 1286 220 495 154 142 167 1144 1081 914 167 121 409 355 267 194 142
internal_count=2973 655 579 526 2318 1612 247 197 329 109 1365 706 552 1286 220 495 154 142 167 1144 1081 914 167 121 409 355 267 194 142
is_linear=0
shrinkage=0.0032998


Tree=8787
num_leaves=27
num_cat=0
split_feature=1 2 16 14 50 2 1 2 0 10 1 4 51 4 4 42 16 15 43 132 13 484 4 1 0 43
split_gain=8.06885 1.53401 0.936446 0.805052 0.536591 0.515935 0.230529 0.470586 0.22817 0.209895 0.189273 0.179574 0.165731 0.178992 0.153202 0.138097 0.115691 0.106123 0.096007 0.112644 0.120714 0.0907739 0.0832156 0.0491268 0.0428477 0.0334382
threshold=0.10398500000000001 0.14744000000000002 0.073820000000000011 0.064610000000000015 0.10481500000000002 0.098500000000000018 0.12313000000000002 1.0000000180025095e-35 -0.12851999999999997 -0.36237499999999995 0.092845000000000025 0.028075000000000006 0.11484000000000001 -0.22295999999999996 0.41823000000000005 0.096935000000000007 -0.14879499999999998 0.092125000000000012 0.094900000000000012 0.023085000000000005 0.0031100000000000004 1.0000000180025095e-35 0.50214500000000006 0.110115 -0.083039999999999989 -0.037954999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 6 10 7 -2 -7 -3 12 -4 13 -1 23 18 -15 24 19 20 -10 -18 -8 -9 -12 -17
right_child=1 9 11 -5 -6 8 22 14 15 -11 17 -13 -14 16 -16 25 21 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0011109659006374923 0.00071504840503917649 -1.5170750936506288e-05 0.00087967432982241308 0.001199178327049867 0.00076906206208871052 0.00058404508578110872 0.00041092709939397428 0.000397535241559568 0.00085414673463931235 0.00027654589432450692 0.00067361877758495873 0.00064675152745878313 0.00074305375100745157 0.0007930082587954807 0.00054040431051491237 0.00064927252656539925 0.0009474492504001474 0.00090413417700608027 0.00072603423438133972 0.00074226516055130476 0.001025934715292779 0.00087236251961264849 0.00023729991459456396 0.00025502765168812513 0.00081490500920637112 0.00077550550756268547
leaf_weight=63 73 53 90 97 61 52 57 53 124 54 52 63 52 69 54 52 1132 88 55 52 75 224 67 57 52 52
leaf_count=63 73 53 90 97 61 52 57 53 124 54 52 63 52 69 54 52 1132 88 55 52 75 224 67 57 52 52
internal_value=0 0.000494939 0.000562468 0.000903943 0.000482067 0.000890874 0.000433475 0.000494059 0.000792336 0.000131722 0.000917138 0.000783995 0.000929487 0.000935978 0.000395477 0.000818667 0.000928217 0.000817904 0.000854558 0.00088258 0.000919068 0.000935072 0.000317397 0.000324011 0.000744601 0.000712728
internal_weight=0 682 575 2291 422 2194 361 237 462 107 1732 153 1540 1488 164 410 1425 192 306 251 199 1356 124 110 104 104
internal_count=2973 682 575 2291 422 2194 361 237 462 107 1732 153 1540 1488 164 410 1425 192 306 251 199 1356 124 110 104 104
is_linear=0
shrinkage=0.0032998


Tree=8788
num_leaves=26
num_cat=0
split_feature=1 147 159 160 160 16 14 1 1 1 49 49 0 0 13 483 133 49 13 16 13 133 159 16 0
split_gain=0.169011 0.108919 0.0808567 0.0929674 0.0933085 0.0662272 0.100214 0.0916908 0.109196 0.090782 0.0610232 0.199891 0.130347 0.0888551 0.0755651 0.053269 0.0551417 0.0500899 0.0437063 0.0425162 0.0338534 0.0246884 0.0198484 0.017186 0.00901872
threshold=0.10331000000000003 1.0000000180025095e-35 0.081975000000000006 -0.088899999999999993 -0.08070999999999999 0.061775000000000004 -0.22654999999999997 0.14367000000000005 0.10877000000000002 0.11374000000000002 -0.014479999999999998 -0.071579999999999991 -0.14164999999999997 -0.097424999999999984 -0.075154999999999986 0.10355000000000002 -0.27301499999999995 0.10852500000000001 -0.083849999999999994 0.4028000000000001 0.016935000000000002 0.017095000000000003 0.096860000000000016 -0.11227499999999999 -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
left_child=2 5 10 -4 -5 6 -2 8 -8 -10 11 14 -12 23 -1 16 24 -18 -6 -7 -21 -11 -20 -14 -15
right_child=1 -3 3 4 18 19 7 -9 9 21 12 -13 13 15 -16 -17 17 -19 22 20 -22 -23 -24 -25 -26
leaf_value=0.010341373369789035 0.0088105607395846993 -0.002649879730458919 0.015159399432158644 0.0011195406695604772 0.0053369630743720095 0.010625282692619531 -0.0034508033342409697 -0.004859279788114174 0.0099243304932024792 0.0013240211103861109 0.011987533681107384 -0.0036647298061799919 0.0030842861141401035 0.0041086267988394995 0.0030297029534118729 0.0015095018531793092 0.0068702287006686992 0.0030071664504617212 0.013163751276995565 0.0074141797880907844 0.0019763358396116004 0.0056117764495713183 0.0089969653783215642 -0.0011670884954212296 0.00094909263715749778
leaf_weight=79 66 81 52 55 68 53 64 52 62 141 100 80 55 53 83 71 1214 105 55 72 61 53 93 52 53
leaf_count=79 66 81 52 55 68 53 64 52 62 141 100 80 55 53 83 71 1214 105 55 72 61 53 93 52 53
internal_value=0 0.00314277 0.00613213 0.00860894 0.0073454 0.00389757 0.00276068 0.00168249 0.00275114 0.00430864 0.00571989 0.00320354 0.00607641 0.00570654 0.00660636 0.00604187 0.00626643 0.00656407 0.00892237 0.00656511 0.00493364 0.00250468 0.0105576 0.00100141 0.00254581
internal_weight=0 705 2268 323 271 624 438 372 320 256 1945 242 1703 1603 162 1496 1425 1319 216 186 133 194 148 107 106
internal_count=2973 705 2268 323 271 624 438 372 320 256 1945 242 1703 1603 162 1496 1425 1319 216 186 133 194 148 107 106
is_linear=0
shrinkage=0.16829


Tree=8789
num_leaves=30
num_cat=0
split_feature=1 12 2 12 2 2 49 49 11 4 43 4 15 4 1 124 1429 43 12 2 43 43 42 16 1185 480 15 43 16
split_gain=6.08832 1.16954 1.24331 0.727405 0.497391 0.410865 0.374772 0.324303 0.275593 0.267778 0.222249 0.198796 0.150654 0.191416 0.104159 0.102893 0.084042 0.0827503 0.108037 0.0692749 0.100566 0.0768163 0.0687876 0.0648251 0.0514008 0.0475179 0.045193 0.0319444 0.0308185
threshold=0.10331000000000003 -1.0000000180025095e-35 0.11152000000000002 0.056995000000000011 0.14870000000000003 0.097005000000000022 -1.0000000180025095e-35 -0.071579999999999991 0.07585500000000002 0.028075000000000006 -0.06372499999999999 -0.040394999999999993 -0.098839999999999983 -0.14088999999999999 0.11378500000000001 -0.082389999999999977 0.084770000000000012 -0.09225499999999999 0.095775000000000013 0.08784500000000002 -0.0093249999999999982 -0.08564999999999999 0.082495000000000013 -0.25397999999999993 0.086265000000000022 0.087170000000000011 0.10028500000000001 0.0066850000000000008 0.041025000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 11 6 9 8 7 -1 16 -4 15 -3 -8 -14 -13 -2 19 -7 28 24 21 -21 -22 -12 25 -5 27 -20 -19
right_child=1 2 4 5 -6 17 12 -9 -10 -11 23 14 13 -15 -16 -17 -18 18 26 20 22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00066861874206972083 0.00029175642907961212 0.00088524776946864985 0.00065049403241957088 0.00085895115798212678 0.00010067624354262874 0.00063151161404273481 0.00087822486547006469 0.00032963637756989382 0.0010525606440728093 0.00036909941029528664 0.00031037949671428895 0.00077075065563129942 0.00079483905685635023 0.00056016489970549732 0.00059502443505081372 0.00012059639665023178 0.00074324911348948774 0.00090964525456873908 0.00070559334448781319 0.00079285602828313407 0.00067187862262351231 0.00090151963038589327 0.00082162271640100486 0.00047207116743864554 0.00097568726115790654 0.00096156061350178396 0.00064469047029174897 0.00081401387025593582 0.0007874987180785623
leaf_weight=75 76 68 59 798 52 69 73 53 78 101 52 66 90 68 91 79 82 53 79 133 72 177 71 61 55 59 70 60 53
leaf_count=75 76 68 59 798 52 69 73 53 78 101 52 66 90 68 91 79 82 53 79 133 72 177 71 61 55 59 70 60 53
internal_value=0 0.000458242 0.000563577 0.000809467 0.000381905 0.000835171 0.000672689 0.000528534 0.000859603 0.000473084 0.000286352 0.000734596 0.000752414 0.000694063 0.000669121 0.000204747 0.000849178 0.000738047 0.000761272 0.000855515 0.000820828 0.000855013 0.000746473 0.000397976 0.000872707 0.000866056 0.000716658 0.000752647 0.000848904
internal_weight=0 705 437 2268 212 1909 359 128 1525 160 268 225 231 158 157 155 1447 384 315 1365 453 310 143 113 912 857 209 139 106
internal_count=2973 705 437 2268 212 1909 359 128 1525 160 268 225 231 158 157 155 1447 384 315 1365 453 310 143 113 912 857 209 139 106
is_linear=0
shrinkage=0.0032998


Tree=8790
num_leaves=24
num_cat=0
split_feature=1 1 48 14 39 155 1 49 1 47 49 47 1 49 48 481 11 43 43 43 150 1 43
split_gain=12.6587 2.39341 0.948812 0.886773 0.78706 0.455583 0.452163 0.383227 0.628173 0.32564 0.282185 0.260636 0.258365 0.238466 0.220877 0.143216 0.133729 0.0727365 0.0785216 0.0724571 0.0571804 0.0541162 0.0212125
threshold=0.10575500000000002 0.12988000000000002 0.036755000000000003 0.073890000000000011 0.055555000000000007 0.083290000000000017 0.094165000000000013 -0.042254999999999994 0.085780000000000009 0.085585000000000008 -0.016594999999999995 0.078660000000000022 0.14860500000000001 0.098965000000000011 0.093225000000000016 -0.074254999999999988 0.08326500000000002 -0.078169999999999976 -0.029255 -0.025879999999999997 0.08926000000000002 0.13842500000000005 -0.048179999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 7 10 -6 8 20 12 -2 -4 21 14 15 19 -17 -15 -19 -9 -1 -3 -12
right_child=1 9 11 -5 6 -7 -8 13 -10 -11 22 -13 -14 17 -16 16 -18 18 -20 -21 -22 -23 -24
leaf_value=0.0011379762703271653 0.00052712115534908003 0.0002299841911604817 0.00031576834420982825 0.0013739866203849689 0.0009677675606614035 0.0010815636787346295 0.0005845658158394187 0.0011175783301952597 0.0006807880019334291 0.00049919170697090116 0.00085547936718266852 0.00062517957386566496 3.047156873634999e-05 0.0010469352926876416 0.00093834645391426431 0.0010800751280999356 0.0012549384361020331 0.00081776940977320212 0.0009868068433167153 0.0012658045925712617 0.000983362246215165 0.00036886457609912771 0.00076871235877035344
leaf_weight=65 54 71 69 93 78 52 60 78 75 54 67 53 61 90 105 1390 52 53 82 81 53 57 89
leaf_count=65 54 71 69 93 78 52 60 78 75 54 67 53 61 90 105 1390 52 53 82 81 53 57 89
internal_value=0 0.000529262 0.000691503 0.00105699 0.00104394 0.000803603 0.000801413 0.00105969 0.000918219 0.000272736 0.000734607 0.000450473 0.000207849 0.00107381 0.0010873 0.00109704 0.00108641 0.000971354 0.000920705 0.00119331 0.00106883 0.000292105 0.000806204
internal_weight=0 627 384 2355 2262 262 138 2124 193 243 210 122 189 1931 1706 1601 1442 225 135 159 118 128 156
internal_count=2982 627 384 2355 2262 262 138 2124 193 243 210 122 189 1931 1706 1601 1442 225 135 159 118 128 156
is_linear=0
shrinkage=0.0032998


Tree=8791
num_leaves=31
num_cat=0
split_feature=1 1 0 123 2 0 1 13 16 2 0 0 0 50 2 0 0 1 0 0 16 16 16 1 16 43 13 13 43 50
split_gain=9.67312 2.02304 0.896044 1.0679 0.657605 0.614525 0.573191 0.297484 0.241434 0.262875 0.193794 0.167958 0.292257 0.158335 0.164226 0.115956 0.110792 0.0954074 0.174262 0.0907689 0.0879133 0.141223 0.0973778 0.0867021 0.0854517 0.0757426 0.0709579 0.0680069 0.041939 0.0349331
threshold=0.10290000000000001 0.13074500000000003 -0.12259499999999998 0.081180000000000016 0.16730000000000003 -0.061204999999999989 0.095920000000000019 -1.0000000180025095e-35 0.08215500000000002 0.10859000000000001 -0.098429999999999976 -0.07409499999999998 0.024295000000000001 0.11028500000000001 0.088555000000000009 -0.14259999999999998 -0.063819999999999988 0.085410000000000014 -0.090729999999999991 0.048595000000000006 -0.091199999999999989 0.19384500000000002 -0.40430999999999989 0.07665000000000001 -0.53870999999999991 0.0085250000000000031 -0.066869999999999999 -0.004409999999999999 -0.077704999999999982 0.11901000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 24 11 7 6 13 16 -7 19 -8 -4 -13 14 17 -16 -3 23 -19 -10 22 -22 -17 25 -2 -1 29 -26 -20 -15
right_child=1 4 3 -5 -6 8 10 -9 9 -11 -12 12 -14 26 15 20 -18 18 28 -21 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.0010535650638378803 0.00034106550533817521 0.00018865137283301996 0.0010045178570217666 0.0003800549444642232 -2.8621602542908071e-05 0.00068558045418895801 0.00060759438496677269 0.00056490904307093511 0.00089399640697216515 0.00072906452749279432 0.00087234096545470185 0.00068004435698978689 0.00096367158418828145 0.00088171297972433193 0.0010917492705100878 0.00098347512776432509 0.00039197275671943812 0.0008268397362759109 0.0010877877903887325 0.001092001813894374 0.0010027887414643328 0.00086304199672973785 0.00080432395260379859 0.0011669235112004546 0.00042189065209694243 0.00093109490983435113 0.00079628797341061471 0.00058407429946768206 0.00098974169407740854 0.0010122222696252851
leaf_weight=563 53 69 65 65 60 103 52 58 55 70 76 93 71 53 73 58 52 65 82 53 367 106 88 71 59 67 57 59 167 52
leaf_count=563 53 69 65 65 60 103 52 58 55 70 76 93 71 53 73 58 52 65 82 53 367 106 88 71 59 67 57 59 167 52
internal_value=0 0.000516789 0.00064366 0.000754312 0.0002698 0.000959464 0.000979882 0.000370026 0.000814238 0.000888488 0.000765063 0.000860388 0.000803049 0.000994575 0.0010041 0.000964114 0.00027632 0.00103133 0.000981849 0.000991492 0.000949004 0.000971546 0.000875735 0.00105344 0.00045321 0.0010406 0.000893983 0.000503281 0.00102217 0.000946682
internal_weight=0 704 465 294 239 2278 1997 179 281 178 128 229 164 1869 1707 692 121 1015 314 108 619 473 146 701 171 630 162 118 249 105
internal_count=2982 704 465 294 239 2278 1997 179 281 178 128 229 164 1869 1707 692 121 1015 314 108 619 473 146 701 171 630 162 118 249 105
is_linear=0
shrinkage=0.0032998


Tree=8792
num_leaves=15
num_cat=0
split_feature=2 15 11 0 52 3 1454 157 3 1210 1211 52 1211 0
split_gain=0.268427 0.127693 0.0900938 0.0795084 0.145337 0.101552 0.0918145 0.089953 0.1609 0.0766385 0.0594681 0.0741905 0.0540325 0.0297291
threshold=0.25063000000000007 0.15555500000000003 0.095930000000000015 -0.09194999999999999 -0.092399999999999982 0.11745500000000002 0.088250000000000009 -0.028954999999999998 0.090170000000000014 -0.093274999999999983 0.077725000000000016 -0.016679999999999997 0.11117500000000001 -0.14104999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 7 9 -6 -9 -5 11 -11 -12 -7
right_child=-2 -3 -4 6 5 13 -8 8 -10 10 12 -13 -14 -15
leaf_value=0.01073906842627902 -0.0063171014600893454 -0.0024748730303758449 0.012589798619535372 0.00039300150729739325 -0.0020787761415726213 0.0012369134845707671 0.00053970455102329482 0.0039318297311158818 0.013363387519175284 0.0053501734045724256 -0.00090237296572816587 0.0076205698441989796 0.0061804144030196354 -0.0038496256500726244
leaf_weight=84 55 55 53 60 56 79 81 454 58 654 56 1116 66 55
leaf_count=84 55 55 53 60 56 79 81 454 58 654 56 1116 66 55
internal_value=0 0.00553473 0.00568874 0.00555836 0.00411397 0.00331866 0.0061159 0.00430232 0.00500376 0.00634637 0.00653422 0.00678269 0.00291457 -0.000837438
internal_weight=0 2927 2872 2819 786 702 2033 568 512 1952 1892 1770 122 134
internal_count=2982 2927 2872 2819 786 702 2033 568 512 1952 1892 1770 122 134
is_linear=0
shrinkage=0.16829


Tree=8793
num_leaves=24
num_cat=0
split_feature=4 2 12 2 2 2 14 12 47 4 4 15 2 4 13 2 4 4 2 51 151 2 403
split_gain=8.01999 2.75302 1.45542 0.798357 0.738095 0.82955 0.54688 0.353527 0.324825 0.281011 0.361039 0.228717 0.199969 0.194154 0.145208 0.105433 0.093426 0.184684 0.092592 0.0911478 0.0667838 0.0590195 0.0289071
threshold=0.31392000000000003 0.14132000000000003 0.056995000000000011 0.15205000000000002 0.10859000000000001 -0.0098549999999999974 0.073890000000000011 0.092085000000000014 0.077735000000000012 -0.054114999999999989 0.0014100000000000002 -0.46483499999999994 0.11741500000000001 -0.076164999999999997 -0.049994999999999991 0.10100500000000003 0.032770000000000001 0.10686000000000001 0.11426500000000002 0.017990000000000003 0.0014250000000000003 0.091290000000000024 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 11 5 -1 7 15 9 -7 -11 -2 -6 14 -9 20 19 -18 -13 -15 21 -4 -16
right_child=3 -3 6 -5 12 8 -8 13 -10 10 -12 18 -14 16 22 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.00055990585660423966 0.00056828909956195485 0.00034915737692493273 0.00101519915936235 1.7011172046272849e-06 0.00043029415670807947 0.0010113719650010247 0.0012700850728007171 0.00085749598485370152 0.0011302485889555906 0.00061920437215230066 0.00095100869148451465 0.00045842370544100705 0.00070306012952475142 0.00093740592653010794 0.0011112182374044808 0.00087126057527278601 0.00073338446115145373 0.00096946845081651825 0.00030204759813170611 0.00081293370822695468 0.0011317522842659918 0.00092528290236602807 0.001011190456428109
leaf_weight=84 103 89 980 53 65 97 69 62 70 75 70 75 55 303 62 64 110 56 97 88 54 97 104
leaf_count=84 103 89 980 53 65 97 69 62 70 75 70 75 55 303 62 64 110 56 97 88 54 97 104
internal_value=0 0.000920333 0.000940138 0.000373201 0.000783163 0.000852031 0.000979651 0.000969512 0.000930568 0.000872663 0.000779629 0.000444671 0.000555605 0.000914612 0.000996906 0.00100555 0.000880862 0.000813239 0.00037044 0.000909482 0.00101311 0.00100713 0.00104876
internal_weight=0 2654 2565 328 516 396 2049 1980 312 242 145 275 120 785 228 1195 557 166 172 391 1131 1077 166
internal_count=2982 2654 2565 328 516 396 2049 1980 312 242 145 275 120 785 228 1195 557 166 172 391 1131 1077 166
is_linear=0
shrinkage=0.0032998


Tree=8794
num_leaves=18
num_cat=0
split_feature=2 14 41 2 482 480 1 16 4 3 13 2 48 1 157 13 16
split_gain=0.210801 0.0964998 0.103394 0.108403 0.0921077 0.090902 0.0874435 0.100364 0.144612 0.0803374 0.117067 0.108659 0.0710189 0.06119 0.0547712 0.0501286 0.0211746
threshold=0.25063000000000007 0.020750000000000005 0.091290000000000024 0.097005000000000022 0.087770000000000015 -0.065749999999999989 0.096035000000000023 0.026395000000000005 0.42642000000000008 -0.055389999999999988 -0.081464999999999982 0.10406500000000002 -0.078904999999999989 0.082135000000000014 -0.087424999999999989 -0.0050199999999999993 0.63086500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 9 8 15 10 -5 -12 -7 -3 -14 -8 -9
right_child=-2 13 -4 6 -6 12 7 16 -10 -11 11 -13 14 -15 -16 -17 -18
leaf_value=0.012770929287901044 -0.0052557151741094571 0.005817085590158296 0.011753587569394725 0.010257798700834118 0.0006346665217001645 0 -0.0054921850009123103 0.0063871842548477659 0.0063100354091419793 0.0091826180326533072 -0.0023457199134404357 0.0047053253644050285 0.0013936562081691909 0.013645872731095318 0.0060779128444972408 -8.9694652706345338e-05 0.0022053012383832725
leaf_weight=53 55 54 64 63 101 60 96 102 67 100 96 173 75 62 1607 100 54
leaf_count=53 55 54 64 63 101 60 96 102 67 100 96 173 75 62 1607 100 54
internal_value=0 0.00524441 0.00504683 0.00488992 0.00559955 0.00587791 0.00330677 0.00156833 -0.000431357 0.00498873 0.0037201 0.00218229 0.00566716 0.0100169 0.00587011 -0.00274498 0.00495113
internal_weight=0 2927 2811 2747 1896 1795 851 419 263 432 332 269 1742 116 1682 196 156
internal_count=2982 2927 2811 2747 1896 1795 851 419 263 432 332 269 1742 116 1682 196 156
is_linear=0
shrinkage=0.16829


Tree=8795
num_leaves=18
num_cat=0
split_feature=12 123 13 0 15 2 12 13 2 4 1 12 0 1 155 39 13
split_gain=0.1702 0.100475 0.094304 0.0934212 0.122457 0.116101 0.109881 0.0951257 0.103152 0.0863695 0.118648 0.100533 0.0809348 0.0531624 0.0322616 0.0210634 0.0113794
threshold=0.11878500000000002 0.081630000000000022 -0.007069999999999999 1.0000000180025095e-35 -0.036279999999999993 0.098500000000000018 -0.038859999999999992 -0.17030499999999998 -1.0000000180025095e-35 0.028075000000000006 0.10729000000000001 0.056995000000000011 -0.072849999999999984 0.087720000000000006 0.11599000000000001 0.091910000000000006 -0.087809999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 6 -5 -6 15 -8 -9 10 -10 -11 16 -2 -7 -1 -3
right_child=13 2 -4 4 5 14 7 8 9 11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.013163949939724454 0.0019706891531598501 0.00225550586926104 -0.0046299754799646094 -0.0045026010682801551 0.0092713288442010065 -0.002312919022968183 -0.00031213472646326285 0.013005718908691649 0.0056641294759213721 -0.0010607364253373077 0.013856648548839598 0.0048557677017819715 0.0075579431757561138 -0.0049399157239220564 0.0036077113045993956 0.0085937656688063451 -0.0011929074828650056
leaf_weight=52 66 52 52 59 77 52 80 52 1620 114 52 280 79 60 52 73 56
leaf_count=52 66 52 52 59 77 52 80 52 1620 114 52 280 79 60 52 73 56
internal_value=0 0.00500574 0.00169458 0.0053138 0.00214071 0.00431614 0.00564086 0.00536317 0.00557838 0.00539057 0.00592 0.00313933 0.00346289 -0.00130582 0.000630121 0.0105093 0.000450805
internal_weight=0 2802 239 2563 240 181 2323 2198 2118 2066 1672 394 187 126 104 125 108
internal_count=2928 2802 239 2563 240 181 2323 2198 2118 2066 1672 394 187 126 104 125 108
is_linear=0
shrinkage=0.16829


Tree=8796
num_leaves=13
num_cat=0
split_feature=12 97 124 0 14 124 0 49 157 1 1 1456
split_gain=0.124316 0.0912513 0.060413 0.0755175 0.0890967 0.0920719 0.0932405 0.107912 0.0889555 0.105329 0.101643 0.0752613
threshold=0.13642500000000005 -0.0047149999999999996 -0.088189999999999977 -0.024974999999999997 -0.13131999999999996 -0.061329999999999989 -0.21196999999999996 -0.038669999999999989 -0.025309999999999996 0.11121000000000002 0.083250000000000005 -0.063379999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -7 -5 10 -10 -8
right_child=-2 2 3 8 5 6 11 -9 9 -11 -12 -13
leaf_value=-0.0017834740328090007 -0.002858455058825158 0.0099192532366538383 0.0098892364257171777 0.0065772348610097587 -0.0010318972095280069 0.0050504003529025327 0.0015370566211905835 -0.0053972219369657357 -0.0020863453548265135 -0.0063676180883920621 0.0068577826577675347 0.0050243441091933939
leaf_weight=72 74 53 83 72 89 55 194 57 76 58 68 1977
leaf_count=72 74 53 83 72 89 55 194 57 76 58 68 1977
internal_value=0 0.00411406 0.00426734 0.00415691 0.00445304 0.00426206 0.00446923 -0.000250652 0.00149711 -0.000304727 0.00212479 0.00471355
internal_weight=0 2854 2782 2729 2455 2372 2283 112 274 202 144 2171
internal_count=2928 2854 2782 2729 2455 2372 2283 112 274 202 144 2171
is_linear=0
shrinkage=0.16829


Tree=8797
num_leaves=29
num_cat=0
split_feature=1 1 52 12 12 1 12 42 12 42 12 123 12 13 133 12 160 13 13 52 52 13 129 12 43 159 43 13
split_gain=3.77065 0.800758 0.630618 0.406073 0.261756 0.175108 0.264134 0.173653 0.166854 0.186741 0.153495 0.133673 0.104455 0.157764 0.10122 0.0921994 0.0915057 0.0754106 0.172187 0.0852361 0.0628423 0.081935 0.0787715 0.0671918 0.0582463 0.0529728 0.0563127 0.0195825
threshold=0.10509 0.14195000000000002 -0.24841999999999997 0.056995000000000011 0.11619500000000001 0.092010000000000022 -0.0089849999999999982 -1.0000000180025095e-35 0.086675000000000016 0.08826500000000001 0.089435000000000014 0.081630000000000022 -0.089399999999999993 -1.0000000180025095e-35 -0.107775 -0.080929999999999988 -0.00015999999999999996 0.025450000000000004 0.17888000000000001 -0.020789999999999996 -0.088614999999999985 -0.051009999999999993 0.086305000000000007 0.092605000000000007 -0.069824999999999984 -0.013035 -0.08231999999999999 -0.071104999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 8 6 -1 -4 9 14 12 -7 -9 15 -5 -14 -8 20 19 -19 23 24 -23 -10 -22 -16 -27 -3
right_child=1 27 7 4 -6 11 16 10 17 -11 -12 -13 13 -15 25 -17 -18 18 -20 -21 21 22 -24 -25 -26 26 -28 -29
leaf_value=0.00071256791855460878 0.0006784096377059584 2.5019055107957215e-05 0.00051215244266887593 0.00081619742651897135 0.00047241372877036017 0.00050549088901004748 0.00055649233577503246 0.00039529489883407171 0.00051833008764633833 0.00087759618153909476 0.00043207382206731954 0.00028994856694620726 0.00028312906739636905 0.0003479638659085795 0.00073747750534881884 0.0001090635834985533 0.00038001891887693866 0.00060440849604846106 0.00070400020123964906 0.00043360697907735923 0.00066427789065381818 0.00071777064135415897 0.00060151765872111572 0.00065408227091785234 0.00059227323164229848 0.00068328635908413934 0.00059739911115840093 0.00011578885633522896
leaf_weight=91 70 52 58 52 99 83 77 70 95 57 99 52 55 103 82 86 58 54 69 85 229 272 89 75 305 180 177 54
leaf_count=91 70 52 58 52 99 83 77 70 95 57 99 52 55 103 82 86 58 54 69 85 229 272 89 75 305 180 177 54
internal_value=0 0.000334261 0.000385661 0.000619805 0.000638975 0.000517753 0.000574359 0.000342078 0.000648011 0.000696735 0.000318108 0.000422728 0.000282064 0.000249436 0.000675667 0.000177211 0.000480935 0.000627008 0.000567986 0.000500215 0.000638503 0.000649874 0.000689208 0.000578428 0.000623218 0.00065894 0.000640802 7.15926e-05
internal_weight=0 647 541 2281 1920 361 226 471 1821 548 413 135 314 244 491 141 135 1273 208 139 1065 895 361 170 534 439 357 106
internal_count=2928 647 541 2281 1920 361 226 471 1821 548 413 135 314 244 491 141 135 1273 208 139 1065 895 361 170 534 439 357 106
is_linear=0
shrinkage=0.0032998


Tree=8798
num_leaves=21
num_cat=0
split_feature=39 16 14 42 150 42 39 124 16 133 16 39 474 16 1455 151 402 133 16 156
split_gain=2.2179 0.619154 0.586459 0.476853 0.364045 0.873302 0.329616 0.234986 0.19555 0.193061 0.200213 0.135904 0.130827 0.116075 0.124957 0.121116 0.113764 0.127408 0.0567511 0.0120687
threshold=0.082115000000000007 -0.28430999999999995 -0.31893999999999995 -0.032499999999999994 0.087790000000000021 0.083385000000000015 0.11290000000000001 -0.080429999999999988 -0.0093249999999999982 0.031880000000000012 -0.54150999999999994 0.087735000000000021 0.102565 -0.019749999999999993 0.079520000000000021 -0.010684999999999998 0.088810000000000014 0.083000000000000018 -0.44388499999999992 0.087680000000000022
decision_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 -2 8 -6 7 11 13 10 -1 -5 16 14 15 -4 17 -10 -12 -7
right_child=3 2 4 6 5 19 -8 -9 12 -11 18 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00077238321819369496 0.00080226173897215167 0.00048645313871642103 0.0007055454650708021 0.00054094652013978904 0.00039494181563981003 0.00082947288985870185 0.00024183825779785936 0.00065441612801749168 0.00073853133611510348 0.00081272642810708423 0.00058988603388817208 0.00032852740577235203 0.00094714921791223166 0.00097930620827499045 0.00070269664099724296 0.00087075718326556949 0.00092955773182820092 0.00083570047253673878 0.00045378617653386752 0.00091560854343397853
leaf_weight=58 53 57 53 65 70 52 60 86 436 65 103 69 61 93 58 1091 57 235 54 52
leaf_count=58 53 57 53 65 70 52 60 86 436 65 103 69 61 93 58 1091 57 235 54 52
internal_value=0 0.000800735 0.000818522 0.000514357 0.000826889 0.000680808 0.000459735 0.000519001 0.000839068 0.000653549 0.000605262 0.000431829 0.000797536 0.000864346 0.000855422 0.000863134 0.000784951 0.000772615 0.000543299 0.000872879
internal_weight=0 2595 2315 333 2258 174 280 220 2084 280 215 134 789 1295 1202 1144 728 671 157 104
internal_count=2928 2595 2315 333 2258 174 280 220 2084 280 215 134 789 1295 1202 1144 728 671 157 104
is_linear=0
shrinkage=0.0032998


Tree=8799
num_leaves=29
num_cat=0
split_feature=1 12 1 47 2 14 13 10 13 150 12 49 3 43 2 13 1 3 399 1 3 12 12 474 2 3 43 13
split_gain=10.224 2.69758 1.13706 1.13626 0.566416 0.543733 0.500089 0.447617 0.366073 0.333408 0.227418 0.192947 0.164404 0.158397 0.153496 0.151926 0.130615 0.127335 0.11739 0.115139 0.102344 0.0925146 0.0897437 0.08262 0.0563541 0.0355693 0.0291813 0.00449318
threshold=0.12019000000000001 0.056995000000000011 0.09258000000000001 0.085585000000000008 0.10060500000000001 0.073890000000000011 -1.0000000180025095e-35 -0.020369999999999996 0.049070000000000009 1.0000000180025095e-35 0.086675000000000016 0.0065400000000000015 -0.094654999999999975 -0.095049999999999982 1.0000000180025095e-35 -0.016319999999999998 0.078705000000000011 -0.063569999999999974 0.090585000000000013 0.10331000000000003 -0.097829999999999986 0.095775000000000013 0.092755000000000018 0.083685000000000023 0.086545000000000025 -0.0031199999999999995 -0.0042299999999999994 0.20277000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 7 5 8 14 -2 10 -8 12 16 -3 -6 -4 -9 -1 19 22 21 27 -15 -12 -14 -18 -16 -23 -10
right_child=3 4 6 -5 13 -7 9 15 20 -11 18 -13 23 17 25 -17 24 -19 -20 -21 -22 26 -24 -25 -26 -27 -28 -29
leaf_value=0.00077139071475486798 -5.6608048673393968e-06 0.0013203928541315468 0.00067597024192093676 0.00068838674078740812 0.00076423227839812562 0.0013715425733315367 0.00090819731391892408 0.00025060152124398659 0.0010257940071257 0.00058156305166820433 0.0010693581914239417 0.0011233693198839615 0.001095762683551355 0.0011283421968714688 0.00052216744464865029 0.00044189021895990035 0.0010568789438169216 0.00082290390298529195 0.0012105189375899656 0.00086329558413018002 0.00083474500671158302 0.0010256324276645364 0.0009963570035744513 0.0012088140632679667 0.00090038925912407346 0.00039684262718812203 0.00091073753829785714 0.00096117273360559212
leaf_weight=54 53 53 57 95 53 67 103 101 58 52 579 65 338 76 55 84 52 60 52 58 78 67 299 99 60 52 52 56
leaf_count=54 53 53 57 95 53 67 103 101 58 52 579 65 338 76 55 84 52 60 52 58 78 67 299 99 60 52 52 56
internal_value=0 0.000997423 0.000792014 0.000383068 0.00105265 0.00107843 0.000663987 0.000261048 0.00106622 0.000798844 0.00108466 0.000968662 0.00114304 0.000934305 0.000536316 0.000337647 0.000907871 0.000962991 0.00105386 0.000996073 0.000929699 0.00103539 0.00104454 0.00112145 0.00097336 0.000461591 0.000975722 0.000994359
internal_weight=0 2595 550 333 2045 1679 319 238 1612 155 1420 231 490 366 164 185 166 313 930 253 192 195 878 437 112 107 119 114
internal_count=2928 2595 550 333 2045 1679 319 238 1612 155 1420 231 490 366 164 185 166 313 930 253 192 195 878 437 112 107 119 114
is_linear=0
shrinkage=0.0032998


Tree=8800
num_leaves=17
num_cat=0
split_feature=4 3 12 4 14 12 15 3 151 13 0 13 13 4 0 0
split_gain=4.63176 1.40866 0.921582 0.567124 0.477814 0.258699 0.243393 0.280521 0.236966 0.223542 0.199339 0.194616 0.166804 0.155201 0.117 0.0864697
threshold=0.31392000000000003 0.28833000000000003 -1.0000000180025095e-35 -0.0021099999999999995 0.073890000000000011 0.13642500000000005 -0.46483499999999994 -0.082634999999999986 0.078505000000000019 -0.0099999999999999985 -0.094479999999999995 -0.039559999999999991 -0.083849999999999994 0.00023500000000000005 -0.10298499999999998 -0.099704999999999974
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 8 11 -8 12 -1 -5 -2 15 -14 -9 -4
right_child=6 -3 4 10 -6 -7 7 14 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=0.00046197754362690572 0.00023053118600126798 0.0001496204447242804 0.00061468436552917518 0.00076904103588963809 0.00093144033747679256 0.0004416021798687787 0.00033623378662428754 0.00016718329764576676 0.00086821006294131938 0.00017919627371447449 0.00049488321605850203 0.00049469874866742505 0.00066780479380940192 0.00058590560698684475 -2.8245262228546177e-05 0.00073336894032355012
leaf_weight=56 75 61 82 57 79 54 62 65 68 68 61 52 1199 330 68 499
leaf_count=56 75 61 82 57 79 54 62 65 68 68 61 52 1199 330 68 499
internal_value=0 0.000645931 0.000657776 0.000463574 0.000678097 0.000669114 0.000226327 0.000152783 0.000674739 0.000307188 0.000627614 0.000338972 0.000668487 0.000650152 6.70001e-05 0.000716679
internal_weight=0 2614 2553 242 2311 2232 322 195 2178 124 118 127 2110 1529 133 581
internal_count=2936 2614 2553 242 2311 2232 322 195 2178 124 118 127 2110 1529 133 581
is_linear=0
shrinkage=0.0032998


Tree=8801
num_leaves=24
num_cat=0
split_feature=1 42 3 51 0 151 48 160 3 12 1 16 12 13 50 50 1447 481 13 0 51 13 12
split_gain=0.177783 0.157078 0.144273 0.135453 0.117636 0.0924893 0.114683 0.0961885 0.0813995 0.0966004 0.10561 0.0795211 0.174936 0.0703054 0.0708458 0.11458 0.0860904 0.0591686 0.0591296 0.0579389 0.0548591 0.0467917 0.0289639
threshold=0.09803000000000002 0.11128500000000001 0.095880000000000007 -0.22508999999999998 -0.14259999999999998 -0.095084999999999989 0.11904500000000003 -0.064814999999999984 -0.093419999999999989 0.083885000000000015 0.078705000000000011 -0.11082499999999999 -1.0000000180025095e-35 -0.099244999999999986 0.10880500000000001 0.11724000000000001 -0.085709999999999995 -0.085504999999999984 0.14953500000000003 -0.080414999999999986 0.077730000000000007 -0.016029999999999996 0.090400000000000022
decision_type=2 2 2 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 20 -5 7 19 9 -6 18 21 -13 -10 16 -16 -15 -18 22 -7 -1 -9 -11
right_child=1 -3 -4 5 8 6 -8 11 13 10 -12 12 -14 14 15 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.013497213837445812 0.01059175744796512 -0.0047378944406263751 -0.0011564828157227952 -0.0038364487112002481 -0.0032589361185357529 0.0034521844834771889 0.010109357545289716 0.0062620429346178725 0.00032647148005827845 0.0030606199355063513 0.011389951506802467 -0.0080859302255921646 0.0022929600289115842 0.01302476057193762 -0.0021814680552457865 0.0069107781219214376 0.0010813176662156894 0.0068062803707629339 0.0072006932656760708 0.010852571048268608 0.0065431224903430693 0.0007283022919517126 -0.0019444241285119818
leaf_weight=87 72 69 79 53 53 68 66 107 55 73 52 65 157 62 67 94 54 1302 60 55 53 74 59
leaf_count=87 72 69 79 53 53 68 66 107 55 73 52 65 157 62 67 94 54 1302 60 55 53 74 59
internal_value=0 0.00291978 0.00588283 0.00365922 0.00615221 0.00288257 0.00348714 0.0026528 0.0058087 0.00323333 0.0046509 0.00138992 -0.000737812 0.00627571 0.00648179 0.00311589 0.00686269 0.00657962 0.00281638 0.00677591 0.0108774 0.00400956 0.000809906
internal_weight=0 786 2150 717 2071 645 592 526 1931 297 244 403 222 1634 1579 161 1418 1356 192 123 140 181 132
internal_count=2936 786 2150 717 2071 645 592 526 1931 297 244 403 222 1634 1579 161 1418 1356 192 123 140 181 132
is_linear=0
shrinkage=0.16829


Tree=8802
num_leaves=29
num_cat=0
split_feature=1 52 4 47 52 2 12 3 2 16 16 1 0 52 43 4 4 1 51 12 16 16 3 43 151 1 4 4
split_gain=8.32045 1.63931 1.26292 0.979415 0.598088 0.564312 0.42062 0.42699 0.383626 0.314657 0.288253 0.330023 0.287567 0.256558 0.230458 0.217141 0.2168 0.199334 0.163318 0.1389 0.133822 0.115573 0.109988 0.0967388 0.154983 0.0783147 0.0432853 0.0422163
threshold=0.10471000000000001 -0.24841999999999997 0.046185000000000004 0.10409500000000001 0.056265000000000009 0.10605000000000002 1.0000000180025095e-35 -0.15963499999999997 0.13881000000000002 -0.026479999999999997 0.12992000000000004 0.09258000000000001 -0.072924999999999976 1.0000000180025095e-35 -0.069134999999999988 0.50541500000000006 -0.011369999999999998 1.0000000180025095e-35 0.11255500000000002 0.09253500000000002 -0.049824999999999994 -0.46591499999999991 -0.072649999999999978 -0.085594999999999991 -0.083784999999999984 0.11378500000000001 -0.050244999999999991 -0.0090849999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 8 -5 10 -8 9 14 11 16 18 17 -3 -6 -1 22 23 -14 -21 -15 -4 27 -25 -11 -22 -9
right_child=1 3 13 5 15 -7 7 12 -10 25 -12 -13 19 21 -16 -17 -18 -19 -20 20 26 -23 -24 24 -26 -27 -28 -29
leaf_value=0.00071899410627091311 0.00096508374023401367 0.00030849872018568126 0.00082305106376020663 0.00097300266062450512 0.00072532443510793857 0.00050229195651200792 0.0012535806452620515 0.0010357198580783517 0.00013235764502887969 0.00015131723725455253 0.001015006072198606 0.00054650325397744297 0.0010173426968593871 0.00096806658494903979 0.00057413343490557911 0.00043659848687894283 0.0009870157243484889 0.00051878658325098812 0.00083810096001433467 0.00092404690542676241 0.00067831102342142443 0.00076167490898123907 0.00062671390540885628 0.00085800532244856146 0.00099984761866011109 0.00033335304522024703 0.00081715896657712412 0.0011455338591696497
leaf_weight=65 77 57 79 54 62 58 63 269 91 53 76 52 59 60 98 54 70 66 72 95 52 64 55 97 876 52 57 53
leaf_count=65 77 57 79 54 62 58 63 269 91 53 76 52 59 60 98 54 70 66 72 95 52 64 55 97 876 52 57 53
internal_value=0 0.000512345 0.000934198 0.000452075 0.000385452 0.000729556 0.000965866 0.000985061 0.000317348 0.000381959 0.000842167 0.000771734 0.000974661 0.000742908 0.000476676 0.000591221 0.000858229 0.000669003 0.000994074 0.000873626 0.000831888 0.000861826 0.000742728 0.00100272 0.000985743 0.000241804 0.000751243 0.0010539
internal_weight=0 656 2280 579 467 112 1956 1693 351 260 263 187 1630 324 155 116 135 200 1367 263 204 124 134 1295 973 105 109 322
internal_count=2936 656 2280 579 467 112 1956 1693 351 260 263 187 1630 324 155 116 135 200 1367 263 204 124 134 1295 973 105 109 322
is_linear=0
shrinkage=0.0032998


Tree=8803
num_leaves=26
num_cat=0
split_feature=1 14 13 2 1 15 484 133 15 12 394 2 12 2 2 3 52 40 15 1 15 3 393 3 16
split_gain=0.161374 0.0947099 0.0757376 0.120483 0.131963 0.0935634 0.0774098 0.164768 0.16512 0.0699694 0.0711413 0.0678119 0.118704 0.082429 0.0653162 0.0570981 0.0516546 0.0498222 0.0739827 0.156249 0.0501729 0.0479534 0.0405104 0.0267324 0.0203986
threshold=0.11869500000000001 0.073890000000000011 -0.083849999999999994 0.086935000000000012 0.08346000000000002 -0.032519999999999993 -0.081534999999999982 -0.011534999999999998 -0.0088349999999999974 -0.090314999999999993 -0.014749999999999997 0.084045000000000022 0.083335000000000006 0.12414000000000001 0.088045000000000012 -0.085744999999999988 0.087525000000000006 -0.073884999999999992 -0.26361999999999991 0.13535500000000003 -0.46483499999999994 -0.080914999999999987 0.086525000000000005 -0.080884999999999985 -0.085454999999999989
decision_type=2 2 2 2 2 2 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 21 -1 23 -9 -4 22 12 -12 16 -7 -14 -13 -2 20 -20 -19 -5 24 -8 -11
right_child=17 -3 9 4 -6 14 7 8 -10 10 11 13 15 -15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26
leaf_value=0.003437152466370903 -0.0021489652925690589 0.010794951196627031 -0.0008536524325976761 0.013573781369000245 -0.0016665794753977969 -0.0008424954049301123 0.0028788429213128107 0.0092190285710342396 0.020539868488466517 0.0085403374611139043 -0.0030465558836419294 0.0045884606146757486 0.0072929837124311257 -0.00045116568727122166 0.006082582183750242 0.0025528034925815148 0.0071083631809182642 0.0031797633753241385 0.00073203161220722715 0.011474406858252757 -0.0037558026604534054 0.0068017296918109283 0.01185689274431485 0.0080101995039688709 0.0042347086772023075
leaf_weight=60 81 87 65 52 77 61 60 91 62 61 85 682 103 71 103 246 355 54 99 63 65 73 53 58 69
leaf_count=60 81 87 65 52 77 61 60 91 62 61 85 682 103 71 103 246 355 54 99 63 65 73 53 58 69
internal_value=0 0.0053183 0.00512599 0.00661993 0.00450587 0.00615666 0.00895209 0.0101665 0.0138183 0.00454327 0.00474767 0.00437274 0.00258113 0.00507289 0.00349584 0.00395692 0.00545284 0.00151622 0.00257913 0.00492071 -0.000593474 0.00963328 0.00789707 0.00541626 0.00626886
internal_weight=0 2574 2487 697 366 289 331 271 153 1790 1725 1542 434 1108 164 349 1037 362 281 162 119 125 183 118 130
internal_count=2936 2574 2487 697 366 289 331 271 153 1790 1725 1542 434 1108 164 349 1037 362 281 162 119 125 183 118 130
is_linear=0
shrinkage=0.16829


Tree=8804
num_leaves=21
num_cat=0
split_feature=2 151 480 13 2 2 474 402 42 13 2 160 0 13 160 0 52 42 42 0
split_gain=0.107181 0.113833 0.0679724 0.0701388 0.127708 0.0666366 0.0970373 0.0635517 0.0635388 0.0860981 0.0630117 0.0554327 0.0711708 0.0611854 0.0518953 0.0430219 0.034884 0.0541641 0.0340572 0.0273913
threshold=0.13388500000000003 0.077805000000000013 -1.0000000180025095e-35 -0.078199999999999978 -1.0000000180025095e-35 0.086935000000000012 0.084475000000000008 0.099740000000000009 0.11128500000000001 -0.078439999999999996 0.091735000000000025 -0.42559499999999995 -0.23066499999999998 -0.073724999999999985 0.092865000000000017 -0.063204999999999983 0.0030150000000000008 0.087325000000000014 0.084725000000000009 -0.13165999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 15 7 14 16 9 -2 -3 -6 -13 -14 19 -5 18 -18 -4 -7
right_child=8 10 3 4 11 6 -8 -9 -10 -11 -12 12 13 -15 -16 -17 17 -19 -20 -21
leaf_value=-0.00052539156256507455 -0.0011917118504904934 0.0057818690850147412 0.0034417164461890528 0.0020718892633506589 0.0093888771744192086 -0.0012395507111294414 0.0094624238892398026 0.0014615803579218201 -0.0041411045977422329 0.0063149214555158727 0.013927480330576489 -0.0016434244155292617 -0.00038026788905583421 0.0043719402641829649 0.0077528171374371792 -0.0042656080727265198 0.012508974086934672 0.0065890492048574986 0.0076814421676415327 0.0027747677204207795
leaf_weight=86 95 58 85 52 53 58 76 56 60 79 52 64 81 1253 53 72 83 97 155 268
leaf_count=86 95 58 85 52 53 58 76 56 60 79 52 64 81 1253 53 72 83 97 155 268
internal_value=0 0.00433436 0.00410813 0.00426786 0.00357999 0.00542961 0.00396392 0.00682686 0.000570969 0.00220615 0.00964885 0.00402335 0.00381865 0.00408204 0.00285658 -0.00159346 0.00753796 0.00932877 0.00618736 0.00205505
internal_weight=0 2702 2592 2506 1575 931 455 476 234 174 110 1451 1398 1334 379 124 420 180 240 326
internal_count=2936 2702 2592 2506 1575 931 455 476 234 174 110 1451 1398 1334 379 124 420 180 240 326
is_linear=0
shrinkage=0.16829


Tree=8805
num_leaves=33
num_cat=0
split_feature=4 3 150 123 12 3 16 14 157 3 3 43 4 11 3 4 1375 4 16 150 39 16 4 403 4 12 13 13 12 12 1213 4
split_gain=6.22484 2.3327 1.0497 0.751639 0.382762 0.283103 0.277036 0.676142 0.275311 0.324883 0.223594 0.173782 0.175257 0.135538 0.36512 0.137041 0.128401 0.111453 0.108847 0.104274 0.103768 0.0953876 0.0893483 0.0649735 0.0583825 0.0526291 0.102677 0.0554736 0.0454392 0.0427633 0.015788 0.0117136
threshold=0.31392000000000003 -0.046079999999999989 0.087790000000000021 1.0000000180025095e-35 0.092085000000000014 -0.16574499999999995 -0.43491999999999992 -0.41608999999999996 -0.076719999999999983 0.12478500000000002 0.0066850000000000008 -0.049999999999999996 0.41823000000000005 0.07585500000000002 -0.11749 -0.082689999999999986 -0.066804999999999989 -0.040394999999999993 0.08215500000000002 0.082590000000000011 0.086285000000000014 -0.074504999999999988 -0.077789999999999984 -0.085549999999999973 -0.080874999999999989 0.096425000000000025 0.076825000000000018 -0.015454999999999998 0.098085000000000019 0.086335000000000009 -0.0074849999999999995 0.015030000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 13 -6 11 -8 -3 10 -10 -2 -13 14 -1 23 -17 21 -12 -18 -5 24 -23 29 -7 31 27 -27 -24 -16 -25 -19
right_child=6 2 -4 20 5 17 7 -9 9 -11 18 12 -14 -15 15 16 19 25 -20 -21 -22 22 28 30 -26 26 -28 -29 -30 -31 -32 -33
leaf_value=0.00060407998378925068 0.00024307405471474532 0.00050989037289939641 0.000266899305361146 0.00052769038121366798 0.0010066251199280821 0.00079303218294140773 0.00038341648828544206 -0.00011336142613056932 0.000716397274650865 0.00057237166587778413 0.0010113176238317799 0.00030957137825198325 0.00057111875357142836 0.0010037927792495157 0.00095347194183803682 0.00099234639076526679 0.00085286742798025041 0.00073443639779012288 0.00080951578572096845 0.00070727962464323774 0.00032676957662461923 0.00064617211084245585 0.0008372616516270589 0.00094683796272140906 0.00092432669424645313 0.00068628778802433334 0.00081564707311158815 0.0005537072953558708 0.00073000951545619866 0.00082193524912197618 0.0010280161539857468 0.00081550378357269054
leaf_weight=58 74 52 90 56 56 77 68 53 102 69 73 53 61 81 56 70 742 54 53 61 59 63 115 70 85 117 52 54 82 67 77 57
leaf_count=58 74 52 90 56 56 77 68 53 102 69 73 53 61 81 56 70 742 54 53 61 59 63 115 70 85 117 52 54 82 67 77 57
internal_value=0 0.000784329 0.000593698 0.00065701 0.000834746 0.000778278 0.000289216 0.000165528 0.000733387 0.000772399 0.000832779 0.000368635 0.000449831 0.000870485 0.000861465 0.000874495 0.000853959 0.000761317 0.000926712 0.000841852 0.000424916 0.000797694 0.000757405 0.000940762 0.000862139 0.000715251 0.000684664 0.000644626 0.000792797 0.000882108 0.0009896 0.000776383
internal_weight=0 2648 554 464 2094 812 309 121 349 297 228 188 114 1282 1201 1143 873 756 126 803 115 422 260 270 162 334 223 171 197 123 147 111
internal_count=2957 2648 554 464 2094 812 309 121 349 297 228 188 114 1282 1201 1143 873 756 126 803 115 422 260 270 162 334 223 171 197 123 147 111
is_linear=0
shrinkage=0.0032998


Tree=8806
num_leaves=16
num_cat=0
split_feature=3 3 457 1 0 3 13 42 402 160 12 0 48 3 13
split_gain=0.167849 0.117269 0.115561 0.0850007 0.127727 0.0990352 0.130075 0.08744 0.0637861 0.0678459 0.0669989 0.0623097 0.0605472 0.0565328 0.0206786
threshold=0.28833000000000003 0.12955000000000003 0.11129500000000002 0.11359000000000001 -0.18713499999999997 -0.049204999999999992 -0.006154999999999999 0.090485000000000024 0.095140000000000016 -0.53327999999999987 0.10134500000000002 -0.10998999999999999 0.083305000000000004 -0.086064999999999989 -0.081999999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 12 7 -7 -5 9 -6 -11 -2 -1 -10 -15
right_child=11 -3 -4 5 8 6 -8 -9 13 10 -12 -13 -14 14 -16
leaf_value=0.014078343756278837 0.0014301128910817291 0.011609340937964455 -0.0034097219933605775 -0.00042560665421766564 -0.00059405631773936881 0.0023497050322217878 -0.0075894823736584894 0.0081171465909796493 0.011221314323253486 0.004573855415730391 0.0015936127713515587 -0.0064247434123048553 0.0060967717620569878 0.0030179985719254862 0.0072048105619422417
leaf_weight=56 59 60 57 55 86 101 59 87 66 1779 245 55 54 67 71
leaf_count=56 59 60 57 55 86 101 59 87 66 1779 245 55 54 67 71
internal_value=0 0.00423205 0.00407235 0.00422946 0.00456155 0.00155804 -0.00130414 0.00479568 0.00429385 0.00401717 0.00421399 -0.00234375 0.0101765 0.0071468 0.0051851
internal_weight=0 2843 2783 2726 2424 302 160 142 2314 2110 2024 114 110 204 138
internal_count=2957 2843 2783 2726 2424 302 160 142 2314 2110 2024 114 110 204 138
is_linear=0
shrinkage=0.16829


Tree=8807
num_leaves=19
num_cat=0
split_feature=44 2 0 11 14 13 0 48 9 457 49 457 13 2 43 16 0 2
split_gain=0.113123 0.120395 0.101452 0.18026 0.101735 0.0983883 0.117098 0.065404 0.0810877 0.0741896 0.0927723 0.0731099 0.0642045 0.0717084 0.0494052 0.0465999 0.0293984 0.0132822
threshold=1.0000000180025095e-35 0.10859000000000001 0.12390500000000002 0.086175000000000015 0.073890000000000011 -0.10939499999999998 -0.11656999999999999 0.082425000000000012 1.0000000180025095e-35 -0.05455999999999999 0.090365000000000015 0.041025000000000006 -0.014549999999999999 0.11657500000000001 -0.046639999999999994 0.073820000000000011 -0.069919999999999996 0.13554000000000002
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 -3 8 11 -9 -11 -1 14 -14 16 17 -7 -15
right_child=-2 5 -4 -5 -6 12 -8 9 -10 10 -12 -13 13 15 -16 -17 -18 -19
leaf_value=0.0034712925737012158 0.011027568078467819 0.0015990532411297694 0.010222737526322247 -0.0059904325840570375 0.0099868771861337038 0.0041478648430023834 -0.0092362161628183649 0.0070942304473556933 0.010158897451903102 -0.0011789740249067001 0.0061947495966223976 0.0081963467527252296 -0.0033178126948274337 0.0065459716659508746 0.0010156890460613396 -0.00098775949748165391 0.0096112218349560258 0.0026959316417871425
leaf_weight=1634 53 60 66 55 72 64 53 55 58 232 61 99 95 53 74 68 52 53
leaf_count=1634 53 60 66 55 72 64 53 55 58 232 61 99 95 53 74 68 52 53
internal_value=0 0.00316751 0.00370444 0.00351379 0.00375103 0.000975325 -0.00346708 0.00354029 0.00395106 0.00142109 0.000350038 0.00374225 0.0020729 0.000392805 0.00444211 0.00242904 0.00661244 0.0046379
internal_weight=0 2904 2332 2266 2211 572 113 2139 1791 348 293 1733 459 269 190 174 116 106
internal_count=2957 2904 2332 2266 2211 572 113 2139 1791 348 293 1733 459 269 190 174 116 106
is_linear=0
shrinkage=0.16829


Tree=8808
num_leaves=24
num_cat=0
split_feature=3 39 12 16 52 12 47 16 12 3 150 474 12 1429 52 12 16 12 16 10 12 3 3
split_gain=3.78592 2.25159 0.560261 0.489239 0.649585 0.33289 0.357715 0.303625 0.239912 0.241761 0.196053 0.223394 0.143288 0.132719 0.132099 0.123897 0.12105 0.0981705 0.0858441 0.0844624 0.082435 0.0615166 0.0254023
threshold=0.30863500000000005 0.0047850000000000011 -0.098524999999999988 -0.27637999999999996 0.008405000000000001 0.056995000000000011 0.07813500000000001 -0.16318499999999997 0.084065000000000015 -0.16100499999999998 0.082965000000000025 0.080165000000000014 0.094435000000000005 0.084920000000000009 0.0049050000000000005 0.087765000000000024 -0.067169999999999994 -0.042789999999999988 0.0015850000000000003 -1.0000000180025095e-35 -0.081654999999999991 -0.13117499999999996 -0.086884999999999976
decision_type=2 2 2 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 10 -4 14 -10 11 18 13 -11 22 -6 -14 -2 -5 -9 -21 -1 -7
right_child=17 2 7 5 15 8 -8 19 9 12 -12 -13 16 -15 -16 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.00032173574441576787 -6.4566171345700911e-05 0.00071376644080379094 0.00019822546953276196 0.00076600000732180524 0.00086800690877103038 0.00087193222413043238 0.00083369155625426152 0.00032475342313333268 0.00089200048649440845 0.00072851024038992653 0.00037485301748068473 0.00042423487269221597 0.00073409997976916954 0.00087199184587472467 0.00072864511006958213 0.0006459036082665893 0.00063419196778437281 0.00013606364718342937 0.00058735290214747757 0.00056265480224202216 0.00038307468520290311 0.00046892325617261545 0.00098500681945347282
leaf_weight=52 52 56 94 67 54 54 65 56 92 1075 52 52 225 78 58 60 349 54 57 65 52 85 53
leaf_count=52 52 56 94 67 54 54 65 56 92 1075 52 52 225 78 58 60 349 54 57 65 52 85 53
internal_value=0 0.00067277 0.000413076 0.000705936 0.000567016 0.000721234 0.000616671 0.000349878 0.000736659 0.000725604 0.000554646 0.000607567 0.00071672 0.000738247 0.000858313 0.000751419 0.000673416 3.73091e-05 0.000684164 0.000432076 0.000483143 0.000413314 0.00092827
internal_weight=0 2851 323 2528 251 2277 293 267 1984 1819 228 176 1727 1153 165 114 574 106 124 173 117 137 107
internal_count=2957 2851 323 2528 251 2277 293 267 1984 1819 228 176 1727 1153 165 114 574 106 124 173 117 137 107
is_linear=0
shrinkage=0.0032998


Tree=8809
num_leaves=18
num_cat=0
split_feature=3 2 3 3 156 3 3 11 457 160 49 3 1 2 1456 2 52
split_gain=0.125121 0.0537387 0.116994 0.136923 0.0772673 0.107442 0.0770568 0.0738799 0.0717644 0.0694063 0.0664808 0.0581232 0.0962474 0.0679166 0.0557243 0.0498585 0.0401123
threshold=0.35004500000000011 0.098290000000000002 -0.15963499999999997 -0.14326499999999995 0.12310500000000001 -0.10519499999999998 0.093925000000000022 0.080705000000000013 0.09037000000000002 -0.24155499999999996 -0.14305499999999996 -0.049204999999999992 0.11925000000000001 0.11657500000000001 -0.15093999999999996 0.11454500000000002 0.029970000000000007
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 8 -3 10 -7 -5 13 15 16 -12 -13 -11
right_child=-2 4 3 6 -6 9 -8 -9 -10 11 14 12 -14 -15 -16 -17 -18
leaf_value=0.011610598047281288 -0.0039930473144145677 -0.0068656018561228755 -0.0039280718484388305 -0.0019006480456435452 0.008477066341359427 0.0078456186371737915 -0.0012544199664312103 0.0012112140529838915 0.010312709922922225 -0.00058619963191600176 -0.00064834352833138158 0.00044307461305715556 -0.0037780888348248752 0.0077824588867161692 0.0043123087756705694 0.0054994851740893698 0.0047301959987355894
leaf_weight=54 66 61 65 53 53 67 78 67 52 83 66 136 98 89 1698 94 77
leaf_count=54 66 61 65 53 53 67 78 67 52 83 66 136 98 89 1698 94 77
internal_value=0 0.00340536 0.00386508 0.0036563 0.00225194 0.00182224 0.00391043 -0.00262386 0.00412693 0.00270872 0.00394892 0.00210912 0.000630967 0.00404903 0.00412569 0.00251742 0.00196109
internal_weight=0 2891 2066 2012 825 772 1947 128 1869 644 1817 577 328 249 1764 230 160
internal_count=2957 2891 2066 2012 825 772 1947 128 1869 644 1817 577 328 249 1764 230 160
is_linear=0
shrinkage=0.16829


Tree=8810
num_leaves=11
num_cat=0
split_feature=9 151 49 121 40 1429 157 157 159 49
split_gain=0.168128 0.0939273 0.0865076 0.0787853 0.0843515 0.0789443 0.189185 0.0630519 0.0539796 0.046731
threshold=-1.0000000180025095e-35 0.042665000000000008 -0.15302999999999997 -1.0000000180025095e-35 1.0000000180025095e-35 0.084710000000000021 -0.077654999999999988 0.121715 -0.022294999999999995 -0.053544999999999988
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 7 -7 8 -5 -3
right_child=1 9 3 4 -6 6 -8 -9 -10 -11
leaf_value=-0.0039914959563049947 -0.003949390582768263 0.0096490731336392448 0.0094680581970155754 0.0013952399220951432 -0.0032327610622538078 -0.0076200058162777468 0.0042377788017859859 -0.0023367802559726577 0.0036911559203508994 0.0032749639181406912
leaf_weight=99 52 89 52 342 63 65 92 56 2012 53
leaf_count=99 52 89 52 342 63 65 92 56 2012 53
internal_value=0 0.00305457 0.00283431 0.00296651 0.00283727 0.00298695 -0.000660052 0.00322528 0.00335836 0.00728266
internal_weight=0 2876 2734 2682 2630 2567 157 2410 2354 142
internal_count=2975 2876 2734 2682 2630 2567 157 2410 2354 142
is_linear=0
shrinkage=0.16829


Tree=8811
num_leaves=22
num_cat=0
split_feature=2 2 2 2 0 0 0 0 52 0 47 2 159 52 51 51 1453 0 2 2 155
split_gain=3.83174 1.54908 0.779627 0.611555 0.8461 0.252543 0.246465 0.21344 0.174611 0.114058 0.111115 0.107401 0.127217 0.148561 0.102281 0.128955 0.107288 0.0893234 0.0846305 0.0692087 0.0137063
threshold=0.12068000000000001 -1.0000000180025095e-35 0.16993500000000003 0.095850000000000005 -0.13843999999999998 -0.0033699999999999993 -0.084114999999999981 -0.18713499999999997 -0.45635499999999996 -0.16199999999999995 0.11224000000000002 0.11366500000000002 0.082975000000000007 0.029970000000000007 -0.13795499999999997 -0.09021499999999999 -0.077554999999999985 -0.071379999999999985 -0.080104999999999996 0.13554000000000002 0.11245500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 10 7 18 9 -5 20 -2 14 12 13 -10 -3 -16 -17 -18 -1 -8 -6
right_child=2 3 -4 4 8 -7 19 -9 11 -11 -12 -13 -14 -15 15 16 17 -19 -20 -21 -22
leaf_value=0.00063485947329474637 0.00043723825480562674 0.00093762369093973409 6.9362391575326368e-05 0.0006213844193383325 0.00081981287161261884 0.00032930478812068681 0.00061767351351718711 0.00037345343053958341 0.00059868850387418966 0.00022175169345102082 0.00068344455010514683 0.00058867536619694753 0.00085286157735167873 0.00077053543710142714 0.00064424264704998103 0.00092831941239498777 0.00079064401539348246 0.00089160300339271583 0.00046177381703399716 0.00047695739285865318 0.00090811648902850122
leaf_weight=77 55 63 73 63 52 83 67 98 97 54 92 65 82 135 59 76 1365 109 55 99 56
leaf_count=77 55 63 73 63 52 83 67 98 97 54 92 65 82 135 59 76 1365 109 55 99 56
internal_value=0 0.000741768 0.000373075 0.000765715 0.000678658 0.000472951 0.000453568 0.000470689 0.00074734 0.000330807 0.000797676 0.000713455 0.000739173 0.000698838 0.00080394 0.000798684 0.00080454 0.000798134 0.000563007 0.000533965 0.000865926
internal_weight=0 2627 348 2412 648 215 275 161 487 109 1764 379 314 232 1672 1609 1550 1474 132 166 108
internal_count=2975 2627 348 2412 648 215 275 161 487 109 1764 379 314 232 1672 1609 1550 1474 132 166 108
is_linear=0
shrinkage=0.0032998


Tree=8812
num_leaves=24
num_cat=0
split_feature=1 52 12 2 2 124 1 2 0 0 1 49 133 43 12 16 15 159 12 12 1212 42 15
split_gain=6.11044 1.61194 0.763987 1.24365 0.542377 0.355372 0.27295 0.197291 0.191731 0.262081 0.186468 0.155657 0.155426 0.127567 0.115268 0.110977 0.100146 0.140707 0.112922 0.111726 0.0928856 0.164803 0.0664159
threshold=0.10442000000000001 -0.40011499999999994 0.088365000000000013 0.11504500000000002 0.13018000000000005 -0.083859999999999976 0.14754500000000001 0.092320000000000013 0.024295000000000001 -0.15445999999999996 0.11584000000000001 0.053250000000000006 -0.14785999999999996 0.16744000000000003 -0.088189999999999977 -0.16956499999999999 -0.13513499999999998 0.018290000000000004 0.083815000000000014 0.096780000000000019 0.041590000000000009 -1.0000000180025095e-35 0.10841500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 6 10 5 -1 8 12 9 -3 -4 14 13 -7 -11 -14 -9 18 -18 -20 22 -22 -17
right_child=1 2 3 -5 -6 7 -8 16 -10 11 -12 -13 15 -15 -16 20 17 -19 19 -21 21 -23 -24
leaf_value=0.00082316468750822627 0.0011436987688653328 0.00071342129656650811 0.0011571411194936725 0.00040838073717700717 0.00070570818366897129 0.0012830083292937129 0.00033547113313663795 0.0011484291669906889 0.00076962122769221356 0.00058837954412998964 0.00088743759774584049 0.00065312723004995346 0.00091483524630838582 0.001087194062521487 0.00040377336446321098 0.0010762336985177174 0.00085895039817529756 0.0011104617922679909 0.0010467163930368505 0.00093638130575337099 0.0011068962796058437 0.00092265944002298294 0.0011989910775356794
leaf_weight=77 74 86 52 56 53 70 55 52 54 52 65 57 56 85 138 1008 87 97 217 206 100 122 56
leaf_count=77 74 86 52 56 53 70 55 52 54 52 65 57 56 85 138 1008 87 97 217 206 100 122 56
internal_value=0 0.000682996 0.000627505 0.000813841 0.00103768 0.00104554 0.000554492 0.00105347 0.000585528 0.000555569 0.00100761 0.000500466 0.00107475 0.00117585 0.000454483 0.00106305 0.00100506 0.00099272 0.000970257 0.000993067 0.00106948 0.00100581 0.00108273
internal_weight=0 689 615 173 2286 2233 442 2156 387 333 117 247 1497 155 190 1342 659 607 510 423 1286 222 1064
internal_count=2975 689 615 173 2286 2233 442 2156 387 333 117 247 1497 155 190 1342 659 607 510 423 1286 222 1064
is_linear=0
shrinkage=0.0032998


Tree=8813
num_leaves=24
num_cat=0
split_feature=1 3 39 4 1 3 3 1 4 158 4 16 16 4 4 3 3 133 52 52 16 1 133
split_gain=4.68777 1.58542 0.467647 0.411907 0.387248 0.279822 0.43869 0.275445 0.272074 0.216009 0.190343 0.168244 0.151617 0.164464 0.122908 0.117087 0.146249 0.103237 0.130866 0.0952998 0.0795844 0.0773502 0.0398162
threshold=0.10398500000000001 -0.049204999999999992 0.0047850000000000011 0.41377500000000006 0.14516000000000004 0.090170000000000014 0.30863500000000005 0.088035000000000016 0.053925000000000008 0.085110000000000005 -0.5055599999999999 -0.0030649999999999996 -0.096149999999999985 -0.15504999999999997 0.27420500000000009 0.085880000000000012 -0.055389999999999988 -1.0000000180025095e-35 0.078330000000000025 -0.25811499999999993 -0.053299999999999993 0.11477000000000001 0.047685000000000005
decision_type=2 2 2 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 19 5 11 -7 -4 10 20 -1 14 17 -14 -3 16 -15 -12 -19 -2 22 -21 -10
right_child=1 4 7 -5 -6 6 -8 -9 9 -11 12 -13 13 15 -16 -17 -18 18 -20 21 -22 -23 -24
leaf_value=0.00085292583936514709 0.00073092506646142371 0.00035684690438579571 0.00060122939706942291 0.00032467136418583623 2.596407238388074e-05 0.00050977092872905221 0.00018014018709423303 0.00029820707657100847 0.00049433173080766404 0.0007201416889802525 0.00085651294494647028 2.3125771644857538e-05 0.00052494093998472775 0.0006729400596450734 0.00014669823574386736 0.00051750658272256274 0.00084170008536524831 0.00081535491756878637 0.00058059897485236299 0.00066672945848870752 0.00039186276262214044 0.00049910929041083987 0.00061984594121820347
leaf_weight=71 68 59 75 65 84 102 78 59 69 71 82 52 87 1438 64 52 60 53 54 57 52 70 53
leaf_count=71 68 59 75 65 84 102 78 59 69 71 82 52 87 1438 64 52 60 53 54 57 52 70 53
internal_value=0 0.000348982 0.000658058 0.000553283 0.000227904 0.000275588 0.000367127 0.000468072 0.000669927 0.000565605 0.000683381 0.000181232 0.00067677 0.000666387 0.000247788 0.000674304 0.000679723 0.000766512 0.000697209 0.000629306 0.000502345 0.000574618 0.000549147
internal_weight=0 699 2276 260 439 355 180 134 2142 245 1897 175 1826 1637 123 1550 1498 189 107 195 174 127 122
internal_count=2975 699 2276 260 439 355 180 134 2142 245 1897 175 1826 1637 123 1550 1498 189 107 195 174 127 122
is_linear=0
shrinkage=0.0032998


Tree=8814
num_leaves=12
num_cat=0
split_feature=3 13 97 1374 124 3 393 4 51 4 16
split_gain=0.182828 0.161216 0.0920004 0.0944049 0.0850515 0.0808014 0.0855528 0.114532 0.102304 0.0943148 0.053857
threshold=0.30863500000000005 -0.48634999999999995 -0.049229999999999996 0.086000000000000007 0.0049200000000000008 -0.24190499999999995 0.086300000000000016 -0.39175499999999991 -0.025904999999999994 -0.10701499999999999 -0.085644999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 7 8 -7 -9 -8
right_child=1 -3 3 -5 -6 6 10 9 -10 -11 -12
leaf_value=-0.0021855894392002065 0.0038691873011700195 -0.0080670019155369491 0.010415935285149147 0.010361757572895569 -0.0016108401477569504 0.0051323053380987567 0.0036051046651304781 -0.00044302501834741185 0.01438485680103963 0.0044657299891778506 -0.0037481449283322437
leaf_weight=60 63 65 63 75 67 78 54 116 61 2214 59
leaf_count=60 63 65 63 75 67 78 54 116 61 2214 59
internal_value=0 -0.00217812 0.00431441 0.00445499 0.00429098 0.00444116 0.00429468 0.00450196 0.0092057 0.00422057 -0.000218304
internal_weight=0 128 2847 2787 2712 2645 2582 2469 139 2330 113
internal_count=2975 128 2847 2787 2712 2645 2582 2469 139 2330 113
is_linear=0
shrinkage=0.16829


Tree=8815
num_leaves=29
num_cat=0
split_feature=4 2 16 16 12 3 2 2 52 15 3 3 4 159 16 15 4 2 48 16 4 151 51 52 12 16 42 4
split_gain=0.110284 0.1159 0.0994546 0.070117 0.12856 0.154617 0.0925637 0.104952 0.122477 0.138737 0.0890389 0.132074 0.0863512 0.0755586 0.0654046 0.103347 0.0919539 0.0845482 0.0584472 0.0672448 0.0830233 0.0520458 0.0456297 0.0394671 0.0668405 0.033984 0.0277153 0.025776
threshold=0.26546000000000003 -0.007134999999999999 0.51783000000000012 -0.07027499999999999 0.082165000000000016 -0.021559999999999996 0.093320000000000014 0.091040000000000024 0.11262000000000001 0.089180000000000023 -0.0031199999999999995 -0.024819999999999998 -0.092854999999999979 0.10314500000000001 0.0060400000000000011 -0.077474999999999988 -0.008454999999999999 0.099185000000000009 0.088825000000000015 -0.077679999999999985 -0.085799999999999987 -0.077154999999999987 0.08845500000000002 0.042815000000000006 -0.064689999999999984 0.63086500000000012 0.083970000000000017 -0.052619999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 8 10 -10 11 -5 -6 14 16 -16 27 -17 19 20 -14 -3 -7 24 -23 -4 -21 -8
right_child=1 21 25 6 12 22 13 -9 9 -11 -12 -13 18 -15 15 17 -18 -19 -20 26 -22 23 -24 -25 -26 -27 -28 -29
leaf_value=0.015476992594938311 0.005804396974649983 0.0034193621967402873 0.011370619277251423 0.0041056402675850954 -0.0027983132760761821 0.008597301235247547 -0.0021152341610360284 0.0096288078486655489 -0.0084088308940459284 0.0029895319657333558 0.009669530874081074 -0.0046944096070031961 0.0072978307457918371 0.0062446880291830631 0.0081939773758829132 0.005660375227810318 -0.0076445102898446016 -0.0020782386898206893 0.0090796621879795526 0.01027532061173023 0.002167510970868548 0.00047383634871351764 0.0026410465723034513 0.00065905131243299334 -0.0068200858342451261 0.0055194504857599275 0.0047400271959109853 0.0031055036221992946
leaf_weight=59 91 58 58 526 57 66 55 76 52 72 70 53 106 62 54 54 64 154 59 53 585 59 84 85 88 58 53 52
leaf_count=59 91 58 58 526 57 66 55 76 52 72 70 53 106 62 54 54 64 154 59 53 585 59 84 85 88 58 53 52
internal_value=0 0.000561482 0.00363437 0.00340662 0.00439106 0.00816271 0.00258345 0.00365042 0.00306031 -0.00177594 0.0039871 0.00329701 0.0035257 0.000749811 -3.28348e-05 0.00163392 -0.00259708 -6.05379e-05 0.00394891 0.00356683 0.00295711 -0.00107751 0.00527378 -0.00220948 -0.00388037 0.00846052 0.00752462 0.000405156
internal_weight=0 381 2582 2466 1122 209 1344 849 773 124 649 579 913 495 433 262 171 208 856 797 691 290 150 232 147 116 106 107
internal_count=2963 381 2582 2466 1122 209 1344 849 773 124 649 579 913 495 433 262 171 208 856 797 691 290 150 232 147 116 106 107
is_linear=0
shrinkage=0.16829


Tree=8816
num_leaves=15
num_cat=0
split_feature=4 155 157 51 51 13 40 149 13 13 43 13 3 4
split_gain=0.0780515 0.0582156 0.054825 0.0745262 0.0864187 0.0435523 0.0628274 0.0427236 0.0431512 0.0579288 0.0505261 0.0959341 0.0605687 0.0197054
threshold=0.31392000000000003 0.13866000000000003 0.10381000000000003 -0.22508999999999998 -0.42597499999999994 -0.16140499999999997 -0.025204999999999995 1.0000000180025095e-35 -0.10373499999999998 -0.16140499999999997 0.0034500000000000004 -0.088294999999999985 -0.12711499999999995 0.50541500000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -2 -7 8 9 -5 12 -12 -10 -8
right_child=5 -3 -4 7 -6 6 13 -9 10 -11 11 -13 -14 -15
leaf_value=0.0029017506658460595 0.0036764771689210118 0.0085357569946542203 -0.0010283662876135545 0.0024616047682824746 0.011451987978879563 0.002720244038398283 -0.0011626802547185856 -0.0018898401800264185 -0.0010775150202038057 0.0082240688168369134 -0.0054026211995978042 0.0020907938936739162 0.003299453662749979 -0.0049963057085627488
leaf_weight=73 78 53 97 102 63 87 85 53 94 98 58 290 1661 71
leaf_count=73 78 53 97 102 63 87 85 53 94 98 58 290 1661 71
internal_value=0 0.00299716 0.00288309 0.00303606 0.00687573 0.000212038 -0.00089261 0.00281365 0.00292268 0.0052942 0.00269629 0.000836729 0.00306399 -0.00291899
internal_weight=0 2642 2589 2492 136 321 243 2356 2303 200 2103 348 1755 156
internal_count=2963 2642 2589 2492 136 321 243 2356 2303 200 2103 348 1755 156
is_linear=0
shrinkage=0.16829


Tree=8817
num_leaves=19
num_cat=0
split_feature=4 2 124 14 0 2 4 133 42 49 0 1453 16 39 1420 49 42 2
split_gain=7.24267 2.05011 0.989672 0.571105 0.517738 0.506188 0.40962 0.376617 0.352732 0.276973 0.212448 0.196348 0.174989 0.167333 0.135838 0.0923949 0.0423195 0.0403061
threshold=0.31392000000000003 0.12068000000000001 -0.080429999999999988 0.073890000000000011 -0.13843999999999998 0.15205000000000002 0.0019650000000000002 0.086750000000000008 0.091330000000000008 -0.056909999999999995 -0.018054999999999998 -0.014859999999999998 0.25032500000000008 0.08955500000000001 -0.080629999999999993 0.12992500000000004 0.10077000000000001 0.11504500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 6 10 -4 -1 11 -3 13 -6 16 17 -13 -11 -10 -2
right_child=5 9 3 -5 8 -7 -8 -9 12 15 -12 14 -14 -15 -16 -17 -18 -19
leaf_value=0.000805182647669444 0.00052084427140435484 0.00038300303512329889 0.00061140096188525581 0.0012087534117218681 0.00082397131170714149 9.9729441820456773e-05 0.00094863161518823598 0.00044498861532690895 0.00087121532822732135 0.00073972941392027019 0.00060355386114442709 0.0011581287943811531 0.00074500149314589415 0.00023383968554429099 0.00098718677356155566 0.00055610181465241923 0.00094610675337748783 0.00040370871271887374
leaf_weight=83 59 55 87 96 81 54 73 52 173 76 73 55 87 53 1467 53 204 82
leaf_count=83 59 55 87 96 81 54 73 52 173 76 73 55 87 53 1467 53 204 82
internal_value=0 0.000917052 0.000942224 0.000958221 0.000947405 0.000391941 0.000765483 0.000666702 0.00096147 0.000580589 0.000450908 0.000984849 0.000880628 0.000393288 0.000993387 0.000664559 0.000911834 0.000452973
internal_weight=0 2642 2458 2323 2227 321 160 135 2067 184 267 1603 464 194 1522 129 377 141
internal_count=2963 2642 2458 2323 2227 321 160 135 2067 184 267 1603 464 194 1522 129 377 141
is_linear=0
shrinkage=0.0032998


Tree=8818
num_leaves=20
num_cat=0
split_feature=40 44 49 160 49 15 15 133 43 40 156 52 133 49 159 15 159 483 52
split_gain=0.0769359 0.0828526 0.101833 0.0663516 0.063766 0.0590371 0.152486 0.0833767 0.0552872 0.051117 0.032443 0.0732782 0.106127 0.0399331 0.0302917 0.0695023 0.0855138 0.0431631 0.0340532
threshold=0.09888000000000001 1.0000000180025095e-35 -0.14917999999999998 -0.088774999999999979 0.092515000000000014 -0.2987999999999999 -0.097794999999999979 0.058050000000000011 -0.065749999999999989 -0.025204999999999995 0.086995000000000017 -0.014944999999999998 0.088155000000000011 0.10449500000000002 0.10473 0.089125000000000024 -0.26414999999999994 0.085790000000000019 0.40565000000000007
decision_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 9 7 -7 -8 -5 11 12 -6 -13 15 16 -4 -18 -17
right_child=-2 -3 3 4 10 6 8 -9 -10 -11 -12 13 -14 -15 -16 18 17 -19 -20
leaf_value=-0.0025928719934456544 -0.0034861169928998262 0.0095739846382553312 0.0048969967449737284 0.004474313805663788 0.010772975677747623 0.012017957472958123 0.0047941585843501878 0.0037549424030746898 0.0028218696620279067 -0.0023003198565875538 -0.0022456627431296596 0.0030583490019909414 8.847508021967553e-05 -0.0025720323865350957 0.0044050179491861218 0.0074088448799896197 -0.0039720905508514237 0.00094164258456939627 0.001269259285226184
leaf_weight=92 52 54 60 52 53 100 666 54 1039 80 61 59 53 90 72 52 145 77 52
leaf_count=92 52 54 60 52 53 100 666 54 1039 80 61 59 53 90 72 52 145 77 52
internal_value=0 0.00302895 0.00290462 0.00308819 0.00345594 0.00380885 0.00405314 0.0091322 0.00359333 0.000354865 0.00122668 0.00206437 0.00544767 -0.000330495 0.00123185 0.000635305 -0.000730616 -0.00225968 0.00435633
internal_weight=0 2911 2857 2765 2307 1991 1859 154 1705 132 316 255 106 149 458 386 282 222 104
internal_count=2963 2911 2857 2765 2307 1991 1859 154 1705 132 316 255 106 149 458 386 282 222 104
is_linear=0
shrinkage=0.16829


Tree=8819
num_leaves=21
num_cat=0
split_feature=124 12 34 4 151 160 16 1 4 15 3 16 157 15 2 0 48 4 42 16
split_gain=0.0806673 0.161554 0.0918674 0.0625461 0.0766886 0.0768186 0.110726 0.155347 0.0620674 0.0507471 0.0711803 0.0547343 0.0619637 0.046827 0.071578 0.0576837 0.0368873 0.0269152 0.0156496 0.00832736
threshold=-0.083859999999999976 -0.091174999999999992 -0.081104999999999997 0.27020000000000005 0.084725000000000009 -0.088774999999999979 -0.040874999999999995 0.077020000000000019 -0.012384999999999998 -0.097794999999999979 -0.043609999999999989 0.51783000000000012 0.093745000000000009 -0.41725999999999991 0.11543500000000002 -0.037444999999999992 0.091690000000000008 0.0034900000000000005 0.087170000000000011 0.63271000000000011
decision_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 8 18 -4 10 16 12 -11 15 -15 -5 -7 -10 -8 -13
right_child=2 -3 3 13 -6 9 7 -9 17 11 -12 19 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.0034730872560503642 0.0095773451773115796 -0.0077730765639868219 0.0081516898998328542 -0.00011337026353534918 0.008010713103458262 0.00076379116466527761 -0.00024881234868932259 -0.0079701146910254057 -0.0011436820618275353 0.0027095220313373032 0.010300423323207649 0.0079949582884802379 -0.0030707366099807457 0.0020304268833137564 -0.0052089080680372407 0.0067983701966882583 0.0065174093476461194 0.0034177044001932697 0.0034385507613757349 0.0048675945830047897
leaf_weight=83 53 64 55 95 77 71 71 81 62 1615 63 54 54 72 83 53 58 88 59 52
leaf_count=83 53 64 55 95 77 71 71 81 62 1615 63 54 54 72 83 53 58 88 59 52
internal_value=0 -0.00141098 0.00262517 0.00249117 0.00277223 0.00260221 0.000519292 -0.00218185 0.00330826 0.00304182 0.00564979 0.0027587 0.00252143 0.000203295 -0.00183453 0.00234964 0.00336462 0.00152035 0.00141086 0.00647773
internal_weight=0 147 2816 2763 2460 2383 416 211 205 1967 192 1775 1669 303 155 148 129 150 130 106
internal_count=2963 147 2816 2763 2460 2383 416 211 205 1967 192 1775 1669 303 155 148 129 150 130 106
is_linear=0
shrinkage=0.16829


Tree=8820
num_leaves=27
num_cat=0
split_feature=1 1 2 12 1 48 1 14 42 3 16 1 16 0 12 43 0 16 43 2 42 43 133 16 133 3
split_gain=10.0375 1.39672 0.901037 0.686456 0.445938 0.28864 0.266607 0.259191 0.233206 0.16278 0.129416 0.11777 0.280074 0.208084 0.126792 0.091394 0.111541 0.161987 0.0900019 0.0761814 0.138926 0.0738536 0.0579117 0.0363165 0.0334577 0.0239449
threshold=0.10932500000000002 0.13300500000000001 0.091525000000000009 0.085075000000000026 0.091395000000000018 -0.009184999999999997 0.15390500000000004 0.073890000000000011 0.089470000000000008 -0.11749 0.067035000000000011 0.089370000000000019 0.16094000000000003 0.051660000000000005 0.086675000000000016 -0.11214499999999998 -0.073104999999999989 0.0054050000000000009 -0.013049999999999997 -0.0098549999999999974 0.088575000000000015 -0.06705499999999999 0.077945 0.050115000000000007 -0.037434999999999989 0.14029000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 18 7 -4 8 9 -3 -1 -5 13 -13 14 -7 -11 17 -17 -2 -6 -21 -22 24 -24 -16 -20
right_child=1 6 5 10 19 11 -8 -9 -10 15 -12 12 -14 -15 22 16 -18 -19 25 20 21 -23 23 -25 -26 -27
leaf_value=0.0010503185414534664 0.00061092921876434699 0.00063436628479784864 0.000856334566786202 0.00090491212853463976 0.00098489641313718145 0.0012548100470680173 0.00027622407641759533 0.0014450472976337571 0.00036533376429165738 0.0013414558582219862 0.0011241286915989095 0.00090575833207228395 0.0011744756102132438 0.00093652498580851923 0.0011302530891383617 0.0012391537075103311 0.0013852501581579741 0.0010873483919655463 0.00080217624884090972 0.0012394806699553588 0.0011430152789915758 0.00098221247892321759 0.0011908040725133722 0.0011044230615516457 0.0010416780753433215 0.0006982779821185915
leaf_weight=52 87 101 56 67 56 99 58 70 55 103 57 97 78 60 100 916 54 88 63 80 67 69 161 106 128 54
leaf_count=52 87 101 56 67 56 99 58 70 55 103 57 97 78 60 100 916 54 88 63 80 67 69 161 106 128 54
internal_value=0 0.000676257 0.00117286 0.000811708 0.00122089 0.00108844 0.000468485 0.00124682 0.000539741 0.00123535 0.00100597 0.00110408 0.00102573 0.00112499 0.00114397 0.00124361 0.00123405 0.00122588 0.000693458 0.00109843 0.0011277 0.00106169 0.00112173 0.00115664 0.00108068 0.000754524
internal_weight=0 542 2440 328 1555 885 214 1283 156 1213 124 829 175 654 594 1161 1058 1004 204 272 216 136 495 267 228 117
internal_count=2982 542 2440 328 1555 885 214 1283 156 1213 124 829 175 654 594 1161 1058 1004 204 272 216 136 495 267 228 117
is_linear=0
shrinkage=0.0032998


Tree=8821
num_leaves=29
num_cat=0
split_feature=1 1 2 16 0 14 10 2 0 2 2 16 1 0 1429 16 42 13 1213 1 13 42 43 51 16 49 43 13
split_gain=6.17567 0.774574 0.667874 0.633426 0.623851 0.449658 0.34938 0.291952 0.265648 0.252015 0.22524 0.158894 0.147792 0.140666 0.140059 0.130225 0.10737 0.0785332 0.112776 0.0935342 0.243472 0.105512 0.0754988 0.068563 0.0419523 0.103353 0.0365317 0.0293201
threshold=0.10932500000000002 0.091395000000000018 0.12750000000000003 0.073820000000000011 -0.099704999999999974 0.073890000000000011 1.0000000180025095e-35 0.091525000000000009 0.048825000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 -0.056829999999999992 0.14195000000000002 -0.074679999999999983 0.085715000000000013 -0.33811499999999994 0.090045000000000014 -0.088484999999999994 -0.054544999999999989 0.084470000000000003 -0.011694999999999999 0.086135000000000003 -0.0071849999999999995 0.093070000000000014 0.41326000000000002 0.096725000000000019 -0.06705499999999999 0.0048350000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 6 11 7 9 14 23 -2 -6 -3 13 -4 17 -11 27 18 -1 21 -21 -19 -20 24 25 -9 -18 -12
right_child=2 4 12 -5 10 -7 -8 8 -10 15 16 -13 -14 -15 -16 -17 26 19 22 20 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00064287770496627343 0.0005678479923157463 0.00054746973862112333 0.00015396561752613393 0.00069338775172006657 0.00051749674464873904 0.0010220288630955769 0.0001433644124032677 0.00071210556860606955 0.00050824368652180199 0.00044474964749583585 0.00086369378634454819 0.00032668827492164811 9.0538647043395093e-05 0.00037839713940463274 0.0006514690653329977 0.0002168456797730946 0.00074515795198060631 0.00086807831311011183 0.00072109417945479535 0.00086678649927683681 0.00064895083453606615 0.00077694382752405079 0.00090093936340897524 0.00083174814208505162 0.00065106626318318299 0.00084255101118834114 0.00062328217417017011 0.00076565415632713326
leaf_weight=71 88 91 55 89 53 84 58 354 61 55 75 60 71 70 64 56 55 541 52 122 107 199 57 80 80 86 66 82
leaf_count=71 88 91 55 89 53 84 58 354 61 55 75 60 71 70 64 56 55 541 52 122 107 199 57 80 80 86 66 82
internal_value=0 0.000755276 0.000365743 0.000453014 0.000636392 0.000784524 0.000369634 0.000773859 0.00071757 0.000435405 0.000716765 0.000459975 0.000211503 0.000279929 0.000804504 0.000330088 0.000754628 0.000812997 0.000747585 0.000825112 0.000765157 0.000843618 0.000815465 0.000738793 0.000724424 0.000737682 0.000678971 0.000812713
internal_weight=0 2440 542 346 482 1958 257 1874 661 199 331 151 196 125 1213 111 278 1149 180 969 229 740 109 600 520 440 121 157
internal_count=2982 2440 542 346 482 1958 257 1874 661 199 331 151 196 125 1213 111 278 1149 180 969 229 740 109 600 520 440 121 157
is_linear=0
shrinkage=0.0032998


Tree=8822
num_leaves=19
num_cat=0
split_feature=4 48 160 10 43 43 0 480 0 3 0 160 4 52 52 160 0 3
split_gain=0.133957 0.113438 0.0966245 0.121686 0.103122 0.088517 0.0753718 0.0705238 0.0773498 0.207097 0.0868776 0.0528756 0.043296 0.0440699 0.0613387 0.0497264 0.0415244 0.0309689
threshold=-0.51843499999999987 0.14093000000000003 0.084480000000000013 -0.089679999999999982 -0.004174999999999999 -0.082204999999999986 -0.077574999999999991 0.085865000000000011 -0.099704999999999974 -0.08095999999999999 -0.095724999999999991 0.10460500000000002 0.008570000000000003 0.089015000000000025 0.048755000000000007 -0.41859999999999992 -0.087404999999999997 -0.081184999999999993
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 6 12 11 8 9 -7 -10 -4 13 14 -5 -15 -9 -14
right_child=1 -3 4 5 -6 7 -8 16 10 -11 -12 -13 17 15 -16 -17 -18 -19
leaf_value=0.01133266753818697 -0.0045524906495872227 -0.0044799919721302617 0.0088181996845843671 0.0056738983963751924 0.010635215828413326 -0.0091084685244336751 -2.1299150520339642e-05 0.0095063709970018666 0.0088914264601115539 0.0018561510403085799 0.0025694163099004405 0.0031457327536800624 0.0047218865536485044 0.0067436751929261188 0.011917238682637804 0.0001431769467280342 0.0035458064027377827 -0.00064023571588360637
leaf_weight=59 59 53 97 306 97 58 82 62 65 307 1264 92 61 57 53 76 74 60
leaf_count=59 59 53 97 306 97 58 82 62 65 307 1264 92 61 57 53 76 74 60
internal_value=0 0.00322029 0.00336312 0.00298718 0.00591424 0.00317 0.00421781 0.00258164 0.00228396 0.000108906 0.00287997 0.0060665 0.0049235 0.00562701 0.00660062 0.00298547 0.00627633 0.00204814
internal_weight=0 2923 2870 2502 368 2443 271 1830 1694 365 1329 189 613 492 359 133 136 121
internal_count=2982 2923 2870 2502 368 2443 271 1830 1694 365 1329 189 613 492 359 133 136 121
is_linear=0
shrinkage=0.16829


Tree=8823
num_leaves=32
num_cat=0
split_feature=12 13 12 13 13 13 12 43 0 52 52 0 0 43 43 13 13 13 12 0 12 12 1212 13 0 13 130 12 12 43 13
split_gain=3.67699 1.5794 1.08107 0.568023 0.539747 0.442948 0.428161 0.395783 0.377164 0.334055 0.683427 0.258648 0.206435 0.167966 0.139948 0.132967 0.121007 0.127822 0.121575 0.376058 0.118424 0.0888902 0.110012 0.103504 0.0655188 0.165073 0.0638146 0.0628046 0.0320749 0.0255511 0.016587
threshold=0.056995000000000011 -0.004409999999999999 0.097810000000000022 -0.27740999999999993 -0.088654999999999998 1.0000000180025095e-35 0.13642500000000005 -0.116045 -0.098749999999999991 -0.060344999999999996 0.048535000000000002 -0.19166999999999998 -0.23066499999999998 -0.080454999999999985 -0.17307499999999998 0.098240000000000008 0.015030000000000002 0.094890000000000016 0.083175000000000013 -0.11991499999999998 -0.042789999999999988 0.092010000000000022 0.041590000000000009 -0.032959999999999996 -0.076384999999999995 -0.073724999999999985 0.087755000000000014 0.106505 0.09358000000000001 0.021175000000000003 -0.0096349999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 16 20 -4 9 14 -7 -5 11 12 -3 -11 -10 -6 27 18 -18 -2 -20 -1 22 26 -24 28 -26 -21 30 -23 -29 -16
right_child=2 5 4 8 6 7 -8 -9 13 10 -12 -13 -14 -15 15 -17 17 -19 19 21 -22 24 23 -25 25 -27 -28 29 -30 -31 -32
leaf_value=0.00040462089356550659 0.0010783508119035963 0.0011433268655366398 0.00044199897462971594 0.00074394716036780748 0.00097487287756034882 0.00080791077355862819 0.0005167754774661014 0.00041565215797246087 0.0005779153345350619 0.00044416314905434582 0.0010186329327241189 0.00084401312098522727 0.00071726706124544475 0.00037030795249333632 0.00081920840639214604 0.00065209960362413522 0.0011248325967121583 0.00093228554363558082 0.00064531036187109219 0.00097317205105880975 0.00019130185859522655 0.00086994357894531148 0.00081271067882927005 0.00096836383964706647 0.00069877332212619223 0.00091104472645094146 0.00084930994674433627 0.0008457537831747839 0.00097534533571296239 0.00094785491069459236 0.00073157824215216375
leaf_weight=53 60 53 52 88 69 52 52 62 89 53 66 82 73 84 75 52 78 80 52 805 63 59 118 84 61 127 53 75 102 58 52
leaf_count=53 60 53 52 88 69 52 52 62 89 53 66 82 73 84 75 52 78 80 52 805 63 59 118 84 61 127 53 75 102 58 52
internal_value=0 0.000638888 0.000898783 0.000481818 0.000761171 0.000773083 0.00079942 0.000594886 0.000567349 0.000835099 0.000745841 0.000961782 0.00060267 0.000477315 0.000837904 0.0008075 0.000938513 0.00102756 0.00092924 0.000923092 0.00028907 0.000933318 0.000948835 0.000877612 0.00088609 0.000842357 0.000965562 0.000838444 0.000936939 0.000890544 0.000783606
internal_weight=0 818 2164 377 485 441 433 114 261 327 192 135 126 173 381 312 1679 158 1521 1461 116 1409 1060 202 349 188 858 260 161 133 127
internal_count=2982 818 2164 377 485 441 433 114 261 327 192 135 126 173 381 312 1679 158 1521 1461 116 1409 1060 202 349 188 858 260 161 133 127
is_linear=0
shrinkage=0.0032998


Tree=8824
num_leaves=24
num_cat=0
split_feature=1 11 155 15 13 133 51 475 475 4 4 157 15 10 34 51 13 15 3 3 12 12 13
split_gain=0.193708 0.110572 0.0950863 0.0944979 0.147022 0.153538 0.0892004 0.0788469 0.0697626 0.0697518 0.159024 0.0732765 0.087056 0.0613768 0.0706857 0.0870039 0.056435 0.049466 0.0910279 0.0605893 0.041228 0.039593 0.034152
threshold=0.091395000000000018 0.07585500000000002 0.10022500000000002 -0.076194999999999999 -0.091849999999999987 -0.0082649999999999998 -0.16697999999999999 -0.086169999999999983 -0.082904999999999993 -0.16236499999999995 -0.077654999999999988 -0.059399999999999988 -0.08237499999999999 0.057650000000000007 -0.016844999999999995 0.11578500000000001 -0.085349999999999995 -0.10192499999999999 -0.075404999999999986 -0.080884999999999985 0.085785000000000014 0.090600000000000014 -0.023024999999999997
decision_type=2 2 2 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 17 5 -5 -6 -8 -9 -2 -11 12 -12 14 -13 -16 -10 21 19 20 -19 22 -1
right_child=2 -3 -4 4 6 -7 7 8 16 10 11 13 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=0.004678549960819481 0.0064731751937106355 0.010136769073775148 0.0067959057846258743 0.0028307075887827075 -0.00099079686723927926 -0.0086821757575450773 0.010772812953640928 -0.00097766766736072722 0.0077626756234518077 -0.0083510729522192229 0.0019641031209264945 0.0082503714297286652 -0.0077073011903808827 -0.0030625839918023636 0.001177844449372308 0.0082708435324383711 0.0039798354132341979 0.0042395299312810511 0.012594893063160214 0.0020376389978707648 0.010037059378055225 0.0078678297736126963 -0.00086346327286629442
leaf_weight=74 63 92 90 81 93 55 53 71 129 52 52 53 53 65 542 54 899 58 75 80 92 52 54
leaf_count=74 63 92 90 81 93 55 53 71 129 52 52 53 53 65 542 54 899 58 75 80 92 52 54
internal_value=0 0.0044277 0.00156801 0.00414526 0.0034326 -0.00181203 0.00400695 0.00441198 0.00410359 0.00106233 0.000668897 0.00124379 -0.00290054 0.00185576 0.00235113 0.00182351 0.00445628 0.00617078 0.00748302 0.00580829 0.00780733 0.00393729 0.00232648
internal_weight=0 1958 1024 1866 1381 136 1245 1152 1099 934 871 819 105 714 649 596 1028 485 305 230 150 180 128
internal_count=2982 1958 1024 1866 1381 136 1245 1152 1099 934 871 819 105 714 649 596 1028 485 305 230 150 180 128
is_linear=0
shrinkage=0.16829


Tree=8825
num_leaves=20
num_cat=0
split_feature=49 41 12 12 52 16 52 1 16 16 49 47 1204 42 2 16 16 2 13
split_gain=0.164096 0.0923821 0.0940147 0.118891 0.146414 0.0988547 0.084843 0.0847869 0.0741878 0.176706 0.146858 0.0634528 0.0541763 0.0800768 0.0528966 0.0480923 0.0548871 0.0783904 0.0481948
threshold=-0.22756499999999999 0.093830000000000011 0.081685000000000021 0.084065000000000015 -0.010034999999999999 -0.49057499999999993 0.14295500000000003 0.10638500000000002 -0.078104999999999994 -0.116045 -0.058504999999999995 0.085765000000000022 -0.081149999999999986 -0.016999999999999998 0.097005000000000022 -0.50875499999999996 -0.14792499999999997 0.089945000000000011 -0.081299999999999983
decision_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 7 8 -2 9 14 -10 -12 13 -5 -7 -14 17 -17 -18
right_child=1 -3 3 12 -6 6 -8 -9 10 -11 11 -13 15 -15 -16 16 18 -19 -20
leaf_value=-0.0062217275254236471 -0.00025833021221614594 0.009539867606021454 0.013293517936143317 0.011264355390113105 0.0020472245341078645 -0.0010127581038270243 -0.0054658958949797025 0.008116084779995987 0.0088493667259704721 -0.0080827775576774018 -0.00043550829724354849 0.0060280340777152186 -0.0019842754321493503 0.0020889927433746583 0.0063817235676527032 0.01077687374710562 0.0014947964324890676 0.0029791605685069288 0.0034518859325898986
leaf_weight=55 52 61 75 56 59 56 63 98 79 74 247 52 54 53 53 62 537 91 1083
leaf_count=55 52 61 75 56 59 56 63 98 79 74 247 52 54 53 53 62 537 91 1083
internal_value=0 0.00304689 0.00290699 0.00349919 0.0083552 0.0013209 0.000385311 0.00520098 0.0010456 -0.0017301 0.00239415 0.000682577 0.00316215 0.00681942 0.00256624 0.00294297 0.00309405 0.00615076 0.00280426
internal_weight=0 2905 2844 2070 134 774 624 150 561 183 378 299 1936 109 109 1827 1773 153 1620
internal_count=2960 2905 2844 2070 134 774 624 150 561 183 378 299 1936 109 109 1827 1773 153 1620
is_linear=0
shrinkage=0.16829


Tree=8826
num_leaves=32
num_cat=0
split_feature=4 3 1 2 1 2 156 0 0 3 11 3 1 12 1 0 2 4 133 1452 1210 403 403 3 12 12 2 2 4 3 0
split_gain=7.21322 2.30563 1.26835 0.510693 0.43379 0.328193 0.273248 0.244694 0.227838 0.181929 0.181521 0.155308 0.182181 0.145601 0.202899 0.109802 0.0917527 0.0910986 0.0879518 0.13497 0.124905 0.0896411 0.0824978 0.0823008 0.075955 0.0564944 0.0666834 0.104839 0.0990706 0.0522683 0.0237204
threshold=0.31392000000000003 -0.06533499999999999 0.10398500000000001 0.10859000000000001 0.12895500000000001 0.091235000000000024 0.07881500000000001 -0.066574999999999981 -0.086244999999999974 0.085880000000000012 0.07585500000000002 -0.0031199999999999995 0.09258000000000001 0.085945000000000008 0.100925 -0.18713499999999997 0.13881000000000002 0.50944500000000004 -0.010344999999999998 1.0000000180025095e-35 -0.068764999999999979 -0.031809999999999991 -0.085549999999999973 -0.10337499999999998 0.11549500000000001 0.10312 0.097605000000000011 0.10556500000000001 -0.075169999999999987 -0.011629999999999998 -0.090939999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 29 15 7 9 10 -8 11 18 12 24 -7 25 -2 -5 -6 21 20 -20 22 -1 -17 -3 26 28 -28 -15 -4 -23
right_child=4 2 3 16 17 13 8 -9 -10 -11 -12 -13 -14 14 -16 23 -18 -19 19 -21 -22 30 -24 -25 -26 -27 27 -29 -30 -31 -32
leaf_value=0.0010067581812905615 0.00060569808155992201 0.00090616843584369398 0.00061690399003530008 0.00046291444503480852 0.00013629272849536363 0.00070664604955857167 0.0011259037991945603 0.000803116480497834 0.00081843708497292408 0.00064438795369883568 0.0011593450090426319 0.00097785590142000453 0.00061290374320555714 0.00095864400437820465 0.0010714554704550449 0.00051288057803024862 0.00028503455032954271 0.00029958675451389788 0.0010664525154049941 0.0010993097867371242 0.00092260624298088072 0.00091160231671489353 0.0011711365350382667 0.00033017225348228561 0.00074024166393431973 0.0007827665089613923 0.0010277366620341625 0.00086508326258860765 0.00079739567316338496 0.00076962887438100115 0.00099421208215534108
leaf_weight=81 52 82 54 72 62 53 52 93 56 89 61 55 55 61 62 54 59 97 77 64 657 63 65 57 53 78 77 112 155 52 200
leaf_count=81 52 82 54 72 62 53 52 93 56 89 61 55 55 61 62 54 59 97 77 64 657 63 65 57 53 78 77 112 155 52 200
internal_value=0 0.000882552 0.000716632 0.00052146 0.000359201 0.000940043 0.000821203 0.000968598 0.000966803 0.000774018 0.000980707 0.000820964 0.000775362 0.000874997 0.000891304 0.000479031 0.00038307 0.000236134 0.00097165 0.000950746 0.000937744 0.00101235 0.00108018 0.000419375 0.000841288 0.000868106 0.000884455 0.000931536 0.000843097 0.000692158 0.000974557
internal_weight=0 2638 679 237 322 1959 442 1361 108 334 1268 245 190 598 545 163 131 159 1207 798 734 409 146 111 135 483 405 189 216 106 263
internal_count=2960 2638 679 237 322 1959 442 1361 108 334 1268 245 190 598 545 163 131 159 1207 798 734 409 146 111 135 483 405 189 216 106 263
is_linear=0
shrinkage=0.0032998


Tree=8827
num_leaves=15
num_cat=0
split_feature=39 41 393 39 12 13 12 480 12 52 156 4 13 124
split_gain=0.0704346 0.0793233 0.0766947 0.0773532 0.0917938 0.128897 0.139772 0.106073 0.106259 0.103435 0.102644 0.0936378 0.0605905 0.0498866
threshold=0.098380000000000009 0.091835000000000014 0.10296000000000001 0.09086000000000001 0.081685000000000021 -0.11279499999999999 -0.093719999999999984 -0.065749999999999989 0.084065000000000015 -0.010034999999999999 0.088295000000000012 0.018150000000000003 -0.15325499999999995 -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 11 -7 -6 9 -9 -8 -1 -10 -2
right_child=13 -3 -4 -5 7 6 10 8 12 -11 -12 -13 -14 -15
leaf_value=0.0016687688888115592 0.0034109855430537032 0.0096788177914455611 0.008908020256976009 0.009101091267051515 -0.0034653456269227957 -0.0079896535936343875 -0.0003664958118928019 0.012450518090409781 -0.0019375314899905049 0.002835524357247697 0.0061234979582837391 0.011108754463672665 0.003438754124305094 -0.0031332280092917289
leaf_weight=66 53 53 63 57 62 57 365 73 61 57 85 55 1766 87
leaf_count=66 53 53 63 57 62 57 365 73 61 57 85 55 1766 87
internal_value=0 0.00321379 0.0030893 0.00295307 0.00282 0.00103891 -0.000135471 0.00337311 0.00359068 0.00824853 0.0008554 0.00597452 0.00325827 -0.000642943
internal_weight=0 2820 2767 2704 2647 628 507 2019 1957 130 450 121 1827 140
internal_count=2960 2820 2767 2704 2647 628 507 2019 1957 130 450 121 1827 140
is_linear=0
shrinkage=0.16829


Tree=8828
num_leaves=17
num_cat=0
split_feature=48 13 159 13 9 42 4 147 43 12 12 48 13 42 4 47
split_gain=0.0768614 0.12522 0.0848924 0.102953 0.110613 0.0959407 0.0907829 0.0819567 0.0777628 0.0698912 0.0758949 0.0687986 0.0908845 0.122129 0.0524751 0.039855
threshold=0.087645000000000015 -0.17030499999999998 0.11085000000000002 -0.13871999999999998 -1.0000000180025095e-35 0.088875000000000023 0.41696500000000003 0.089245000000000005 0.037915000000000011 -0.083219999999999988 0.023990000000000004 0.091505000000000017 -0.091559999999999989 0.092485000000000026 0.0060300000000000015 0.094695000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 -5 -4 7 9 -1 -6 -11 -3 -13 14 15 -14
right_child=1 11 5 4 6 -7 -8 -9 -10 10 -12 12 13 -15 -16 -17
leaf_value=0.0042922565852464949 -0.00683299894288704 -0.0025196706288684186 0.0026314248239040659 -0.0039148061502426194 -0.0022293310719182133 -0.0057722815896747602 0.0082502855909394601 -0.0023657879421619989 0.012126526868894722 0.0065305956244668959 0.0028940097312705414 0.0090907762254858679 0.0076123685476457261 -0.004901661294246548 -0.00044887784814770309 0.001940682308671291
leaf_weight=92 57 91 92 66 68 66 92 82 60 181 1682 53 84 65 67 62
leaf_count=92 57 91 92 66 68 66 92 82 60 181 1682 53 84 65 67 62
internal_value=0 0.000564771 0.00289811 0.00315501 0.00285722 -0.000867613 0.0030704 0.00283278 0.00739655 0.00305446 0.00324829 0.00156825 0.00269755 0.00147224 0.00342576 0.00521615
internal_weight=0 479 2481 2323 2171 158 2105 2013 152 1931 1863 422 331 278 213 146
internal_count=2960 479 2481 2323 2171 158 2105 2013 152 1931 1863 422 331 278 213 146
is_linear=0
shrinkage=0.16829


Tree=8829
num_leaves=29
num_cat=0
split_feature=1 4 3 150 3 160 42 1 15 11 1455 15 160 3 42 15 42 15 3 47 4 1213 3 11 3 3 42 3
split_gain=4.46368 1.21663 0.807564 0.529298 0.268765 0.167345 0.146582 0.141337 0.140253 0.303782 0.116729 0.111751 0.231625 0.108672 0.293305 0.0931275 0.107249 0.0868771 0.080762 0.0708371 0.072705 0.0627082 0.0930669 0.0592305 0.0396251 0.0374216 0.0354854 0.0253418
threshold=0.12313000000000002 0.31392000000000003 -0.06656999999999999 0.086420000000000011 -0.057749999999999989 -0.23370999999999997 0.08511500000000001 0.10290000000000001 0.079600000000000018 1.0000000180025095e-35 0.0093900000000000008 -0.013439999999999999 -0.081069999999999989 0.31395500000000004 0.092600000000000016 0.087670000000000012 0.085790000000000019 -0.086319999999999994 0.099330000000000016 0.11043500000000002 -0.040394999999999993 -0.086979999999999988 -0.084014999999999992 0.084475000000000008 -0.0031199999999999995 -0.081864999999999979 -0.089024999999999979 -0.011629999999999998
decision_type=2 2 2 2 2 2 2 2 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 -2 -4 -3 17 10 15 11 19 -13 14 -6 16 26 24 -19 20 -1 -17 -23 -14 -7 -12 -10 -9
right_child=4 6 3 -5 13 7 -8 27 9 -11 25 12 23 -15 -16 21 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=0.00087378767669654786 0.00048719552352902433 0.00050021172354868264 0.00083872265820878801 0.00037948901141257536 0.00039961837926955838 0.00068691403547206111 0.00028459247789215018 0.00047538486514979016 0.00072787249470026682 0.0010344557147360935 0.00089092985330041844 0.0004790049363016316 0.00076524810977495362 0.00014118480124776555 0.00010147145182988697 0.00083331476954058602 0.0009294299799663334 0.00066860934760899055 0.00052040940942523102 0.00063668350370882127 0.00073998465525764855 0.00067378554658278249 0.00076916379229202963 0.00063496042066014621 0.00081875148906136882 0.00076467829090197956 0.00081767237874050399 0.00058464370795753443
leaf_weight=52 57 88 52 87 96 60 58 52 88 52 60 62 108 88 58 85 77 179 55 69 509 190 305 66 52 57 145 53
leaf_count=52 57 88 52 87 96 60 58 52 88 52 60 62 108 88 58 85 77 179 55 69 509 190 305 66 52 57 145 53
internal_value=0 0.000708205 0.000725224 0.000618094 0.000282772 0.000659293 0.000414796 0.000638527 0.00075804 0.000787293 0.000729971 0.000716454 0.000653911 0.000234477 0.000287558 0.000772813 0.000820167 0.000671096 0.000633927 0.000739827 0.00075245 0.000747442 0.000732625 0.000716031 0.000748439 0.000829724 0.000783908 0.00053087
internal_weight=0 2661 2515 590 299 503 146 451 1925 942 983 866 236 242 154 890 310 346 234 630 561 580 495 174 112 117 233 105
internal_count=2960 2661 2515 590 299 503 146 451 1925 942 983 866 236 242 154 890 310 346 234 630 561 580 495 174 112 117 233 105
is_linear=0
shrinkage=0.0032998


Tree=8830
num_leaves=22
num_cat=0
split_feature=15 11 42 159 1429 403 48 158 1447 2 16 0 159 52 42 16 16 52 16 159 484
split_gain=0.184401 0.149234 0.184906 0.106641 0.152128 0.0870183 0.0587528 0.0563822 0.050763 0.0597843 0.073917 0.0493672 0.0488379 0.0484099 0.05583 0.0470284 0.0719371 0.0380743 0.0370512 0.0242886 0.022261
threshold=-0.26361999999999991 1.0000000180025095e-35 0.079890000000000017 0.051140000000000012 0.026145000000000005 -0.43346499999999993 0.093350000000000002 0.085110000000000005 -0.086879999999999999 0.085075000000000026 -0.15381999999999998 -0.066574999999999981 0.08925000000000001 -0.060344999999999996 0.082115000000000007 -0.085264999999999994 -0.49353499999999995 0.064135000000000011 0.073820000000000011 0.099410000000000012 -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=15 3 18 5 7 17 8 12 -7 11 -11 -10 -5 -8 -15 16 -1 -2 -3 -14 -9
right_child=1 2 -4 4 -6 6 13 20 9 10 -12 -13 19 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0009704242773316777 -0.0033135082784959344 -3.5301430630640264e-05 0.01360078536217251 -0.0042429687193804959 -0.0075043379944045125 0.0088287923766850653 0.0040483192576973477 0.0017911067102021651 0.0052997563772909312 0.0065956016381159719 0.0021995673287109828 0.00079920591737029007 0.0042597679473463717 -0.0039077206632788485 0.0027465302180724026 0.0012390547427139269 -0.0067726417010755382 0.001873101771604338 0.0056544040657072175 -0.00031875228265557646 0.0062124138924891268
leaf_weight=54 79 53 81 61 63 54 85 61 605 124 890 79 54 82 63 79 90 81 81 82 72
leaf_count=54 79 53 81 61 63 54 85 61 605 124 890 79 54 82 63 79 90 81 81 82 72
internal_value=0 0.00298393 0.00724558 0.00262178 6.88298e-05 0.00308934 0.00339425 0.00152006 0.00372654 0.00356322 0.00273892 0.00478258 -0.000278839 0.000855241 -0.00100417 -0.0020433 -0.00385652 -0.000676558 0.00339059 0.00148598 0.0041981
internal_weight=0 2750 215 2535 393 2142 1982 330 1752 1698 1014 684 197 230 145 223 144 160 134 136 133
internal_count=2973 2750 215 2535 393 2142 1982 330 1752 1698 1014 684 197 230 145 223 144 160 134 136 133
is_linear=0
shrinkage=0.16829


Tree=8831
num_leaves=21
num_cat=0
split_feature=4 2 11 12 2 42 4 12 2 2 51 2 4 4 2 479 12 2 50 4
split_gain=7.99289 3.21777 0.972242 0.79301 0.361241 0.35896 0.358852 0.321059 0.296516 0.293086 0.26035 0.159201 0.15238 0.13833 0.115757 0.0802843 0.0790445 0.0774005 0.0714915 0.0570616
threshold=0.31392000000000003 0.13388500000000003 1.0000000180025095e-35 -0.012249999999999999 0.15205000000000002 -1.0000000180025095e-35 0.024470000000000002 -0.038859999999999992 0.11218000000000002 0.097110000000000016 0.086450000000000013 0.10892 0.065755000000000008 -0.50231999999999988 -0.0050599999999999994 0.082935000000000023 0.096265000000000003 0.11504500000000002 -0.088974999999999985 0.24099500000000004
decision_type=2 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 8 11 13 -4 -3 -2 18 -5 -7 -15 19 -9 -8 -14
right_child=4 10 9 6 -6 14 12 17 -10 -11 -12 -13 16 15 -16 -17 -18 -19 -20 -21
leaf_value=0.0007975163908481677 1.8408335725313486e-05 0.00043026395058425217 0.0011728524015432215 0.00099973665102449016 -1.9034803328842362e-05 0.00036989323607180489 0.0007170830566666902 0.00045775802081406532 0.00065097365361083711 0.00090538429860889213 0.00012335997067544638 0.00027137424271314055 0.00087943592311621609 0.00083996300108524983 0.0005736344569966951 0.00071593874126914432 0.0006614036190826163 0.00030682950922008006 0.0005552435471348451 0.00073116234411384413
leaf_weight=63 55 56 96 60 52 52 53 73 96 87 66 54 74 1632 78 63 53 80 77 53
leaf_count=63 55 56 96 60 52 52 53 73 96 87 66 54 74 1632 78 63 53 80 77 53
internal_value=0 0.000788414 0.000813593 0.00079552 0.000231561 0.000592186 0.000813663 0.000281431 0.000831176 0.00104589 0.000264523 0.000144054 0.000708982 0.000841013 0.000492409 0.000835374 0.000771971 0.000379071 0.000621495 0.000817835
internal_weight=0 2659 2537 2354 314 193 2161 262 1851 183 122 109 310 1755 130 1695 180 153 130 127
internal_count=2973 2659 2537 2354 314 193 2161 262 1851 183 122 109 310 1755 130 1695 180 153 130 127
is_linear=0
shrinkage=0.0032998


Tree=8832
num_leaves=17
num_cat=0
split_feature=4 123 10 4 14 4 40 4 159 159 4 457 484 49 160 4
split_gain=5.57528 1.79837 0.669416 0.495491 0.393528 0.340249 0.32607 0.275946 0.219469 0.404932 0.201683 0.171193 0.13489 0.0764168 0.0663269 0.0189307
threshold=0.31392000000000003 0.081180000000000016 -0.013164999999999998 -0.5055599999999999 0.073890000000000011 0.032770000000000001 -0.04476999999999999 0.074650000000000008 0.087360000000000007 0.097495000000000012 0.51292000000000015 0.062030000000000009 -0.011404999999999998 -0.0037949999999999993 0.084100000000000022 0.41823000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 8 -2 12 11 -10 15 -5 -7 -9 -3 -8
right_child=6 14 3 4 -6 7 10 13 9 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00044620083513578957 0.00013712102377439226 0.00035677715710777971 0.0010462884468636663 0.00081717195844470663 0.00099678692195527161 0.00071376507883599513 0.00039623196460514075 0.00066320526464324508 0.0004393957067596858 0.00078779261558692144 0.00022073310614709749 0.00067159763835421087 0.00050940769016465494 0.00080699144478741183 0.00050158007191516908 0.00047479168976860922
leaf_weight=61 92 89 85 1627 96 56 73 60 52 125 68 96 102 150 60 81
leaf_count=61 92 89 85 1627 96 56 73 60 52 125 68 96 102 150 60 81
internal_value=0 0.000768041 0.000788965 0.000797489 0.000788528 0.000779697 0.00030291 0.000687166 0.0007976 0.000685638 0.000371457 0.000809081 0.000582061 0.000766077 0.000415323 0.000437781
internal_weight=0 2659 2510 2449 2364 2268 314 368 1900 177 222 1723 158 210 149 154
internal_count=2973 2659 2510 2449 2364 2268 314 368 1900 177 222 1723 158 210 149 154
is_linear=0
shrinkage=0.0032998


Tree=8833
num_leaves=24
num_cat=0
split_feature=1 1 12 3 14 40 4 15 16 4 16 160 12 49 15 4 131 3 40 15 15 3 3
split_gain=6.44076 1.18843 0.8452 0.692424 0.677206 0.505683 0.360734 0.261206 0.248218 0.208468 0.170762 0.139669 0.133654 0.113103 0.092234 0.113572 0.089827 0.0912088 0.0845441 0.05775 0.0551608 0.0475328 0.0475614
threshold=0.11779500000000002 0.09518500000000002 0.086085000000000009 0.28833000000000003 0.064610000000000015 -0.072979999999999975 0.48395000000000005 0.120215 0.053305000000000012 0.032770000000000001 -0.090614999999999987 -0.06668499999999998 0.093125000000000013 -0.085999999999999979 -0.063834999999999989 -0.072004999999999986 0.08987500000000001 -0.0091399999999999988 -0.037459999999999993 -0.065419999999999992 0.08401500000000002 -0.075154999999999986 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 5 7 -2 19 9 10 13 -3 -11 -4 -1 -14 -16 17 -15 -12 -7 -18 22 -13
right_child=3 2 12 -5 -6 6 -8 -9 -10 11 18 21 14 16 15 -17 20 -19 -20 -21 -22 -23 -24
leaf_value=0.00096282712102628999 0.00017367417050409711 0.00054295901423641443 0.00091175800996148913 5.4733693630150054e-05 0.0010754894875129775 0.00067254130937236412 0.00028267711253009034 0.00057311337061671797 0.00069816503974565658 0.00055168126716674624 0.00045392774236979185 0.0007678766262658118 0.00061221849220644638 0.00080242969305125388 0.00067839450438746574 0.00087358774373891572 0.00094930874032188306 0.00070829314017766248 0.00027039093526763143 0.0005196710116914 0.00082542498708602474 0.00080654945005160118 0.00062554254640347334
leaf_weight=52 86 102 53 96 94 55 64 61 53 53 52 57 61 1325 72 64 71 130 61 60 110 86 55
leaf_count=52 86 102 53 96 94 55 64 61 53 53 52 57 61 1325 72 64 71 130 61 60 110 86 55
internal_value=0 0.000765671 0.000623845 0.000295271 0.000800739 0.000382276 0.000482301 0.000787808 0.000494733 0.000794544 0.00044442 0.000704709 0.000762113 0.000807881 0.000721674 0.000770509 0.000802934 0.000794043 0.000355162 0.000593089 0.000874215 0.000745493 0.000698295
internal_weight=0 2612 518 361 2094 265 179 2000 268 1939 215 251 250 1688 197 136 1636 1455 113 115 181 198 112
internal_count=2973 2612 518 361 2094 265 179 2000 268 1939 215 251 250 1688 197 136 1636 1455 113 115 181 198 112
is_linear=0
shrinkage=0.0032998


Tree=8834
num_leaves=23
num_cat=0
split_feature=1 1 1 155 0 52 40 43 0 0 52 2 0 1429 10 51 1 150 52 403 160 0
split_gain=7.05155 0.846278 0.679945 0.462073 0.425664 0.414199 0.380642 0.245252 0.230405 0.210725 0.240837 0.204825 0.189711 0.156983 0.150109 0.14762 0.159555 0.124171 0.115639 0.0930621 0.0667552 0.0582414
threshold=0.11690500000000002 0.095920000000000019 0.13300500000000001 0.090655000000000013 0.055865000000000005 0.19121000000000002 -0.025204999999999995 -0.49922499999999997 -0.13165999999999997 -0.024974999999999997 -0.043914999999999989 0.088615000000000013 -0.074679999999999983 0.084710000000000021 -1.0000000180025095e-35 0.104925 0.087720000000000006 0.079335000000000017 -0.054584999999999995 -0.45015499999999992 -0.082414999999999988 -0.072039999999999979
decision_type=2 2 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 7 8 -2 -1 18 10 -10 13 -8 19 -4 16 17 -13 -3 -9 -21 -16
right_child=2 3 14 -5 -6 -7 12 11 9 -11 -12 15 -14 -15 21 -17 -18 -19 -20 20 -22 -23
leaf_value=0.0010058097196102731 0.00018736992960957191 0.00053794815479617068 4.7652782822223958e-06 0.00086567805265504443 0.00056000964026473856 0.00081868523448007185 0.0003772536725589401 0.00072402317590729249 0.00054302191114013012 0.00044332493209882557 0.00082023836644349864 0.00073544452243824612 0.00064071729949070531 0.00064294351812730548 0.00012065915240425108 0.00087994830807481606 0.00055834471184355622 0.00089652018292138479 0.00034182173003751955 0.00078526972048819266 0.00085352436951875818 0.00025813164060062093
leaf_weight=60 52 62 60 78 88 70 54 90 70 59 69 658 69 54 58 89 53 59 73 218 746 84
leaf_count=60 52 62 60 78 88 70 54 90 70 59 69 658 69 54 58 89 53 59 73 218 746 84
internal_value=0 0.000757557 0.00027445 0.00063225 0.000786038 0.000586983 0.000425114 0.000795833 0.000538171 0.000610276 0.000680886 0.000789411 0.000525337 0.000819409 0.000143751 0.000750676 0.000735688 0.000748748 0.000432156 0.000828416 0.000838126 0.000202229
internal_weight=0 2596 377 481 2115 403 175 2027 333 198 139 1967 123 1108 202 859 770 717 135 1054 964 142
internal_count=2973 2596 377 481 2115 403 175 2027 333 198 139 1967 123 1108 202 859 770 717 135 1054 964 142
is_linear=0
shrinkage=0.0032998


Tree=8835
num_leaves=28
num_cat=0
split_feature=4 39 1456 15 43 11 4 15 51 15 16 14 16 16 133 43 133 15 1452 16 131 16 43 474 51 4 43
split_gain=4.676 1.50819 0.368479 0.458459 0.638598 0.487283 0.434821 0.337032 0.324485 0.294235 0.242999 0.351253 0.192048 0.167841 0.162499 0.145991 0.136902 0.200078 0.129151 0.127864 0.11032 0.0981569 0.0706741 0.0597768 0.0554464 0.055436 0.036861
threshold=0.31392000000000003 1.0000000180025095e-35 -0.077489999999999989 0.037885000000000009 -1.0000000180025095e-35 0.07585500000000002 -0.39175499999999991 -0.0070899999999999991 -1.0000000180025095e-35 0.13954000000000003 -0.54150999999999994 -0.41608999999999996 -0.49353499999999995 0.12992000000000004 -0.0062099999999999994 -0.011534999999999998 0.087455000000000019 -0.089849999999999985 0.086470000000000005 -0.020389999999999995 0.089415000000000008 -0.075274999999999995 -0.072594999999999979 0.083955000000000016 -0.088319999999999996 0.0054350000000000015 0.066620000000000026
decision_type=2 2 2 2 2 2 2 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 9 24 8 -8 21 -2 -12 -13 16 15 -4 17 -3 19 -1 23 26 -23 -16 -6 -22 -5
right_child=10 13 3 5 6 -7 7 -9 -10 -11 11 12 -14 -15 20 -17 -18 -19 -20 -21 25 22 -24 -25 -26 -27 -28
leaf_value=0.00097891918704201639 0.00052137224012225268 0.00064096593588491835 0.00055284430799171756 0.00086922422250534708 0.00089864567158063539 0.0011424234340957626 0.00086708513131423268 0.00039525311200395259 0.00057714525137668828 0.00060448200179922596 0.00048536382083319638 0.00032124134074917377 0.00010047026608061333 0.00067217008565325287 0.00081782984853477755 0.00080144752432976759 0.00031754239351007259 0.00036677098472845426 0.0010474184588952003 0.00077644579644247508 0.0007875918460921985 0.0008749971563776982 0.00075581136370944191 0.00090330448434186399 0.0007457399876569439 0.0006506475600420278 0.00078866754788729386
leaf_weight=65 67 68 54 499 52 53 54 83 201 68 75 89 84 55 354 52 52 52 68 78 93 76 246 134 62 56 83
leaf_count=65 67 68 54 499 52 53 54 83 201 68 75 89 84 55 354 52 52 52 68 78 93 76 246 134 62 56 83
internal_value=0 0.000769758 0.000793804 0.000781178 0.000737003 0.000832645 0.000638808 0.00057901 0.000638682 0.000815717 0.000344349 0.000296382 0.00021425 0.000512093 0.000796692 0.000675133 0.0004607 0.000522442 0.000926481 0.000868726 0.000816864 0.000831568 0.000784052 0.000841373 0.000815795 0.000736359 0.000857796
internal_weight=0 2658 2431 2220 1195 1025 452 338 255 972 315 248 173 227 743 106 172 120 211 143 637 904 322 488 114 149 582
internal_count=2973 2658 2431 2220 1195 1025 452 338 255 972 315 248 173 227 743 106 172 120 211 143 637 904 322 488 114 149 582
is_linear=0
shrinkage=0.0032998


Tree=8836
num_leaves=23
num_cat=0
split_feature=1 3 2 2 14 123 2 2 3 2 4 1 3 3 1 42 42 160 3 3 1210 13
split_gain=12.5148 2.44506 1.43914 1.13279 1.00305 0.93998 0.6884 0.688882 0.647415 0.428887 0.271555 0.349913 0.249119 0.453046 0.232109 0.184194 0.181318 0.155531 0.133006 0.110652 0.09448 0.0749212
threshold=0.10442000000000001 -0.049204999999999992 0.15205000000000002 0.11426500000000002 0.056865000000000006 1.0000000180025095e-35 -0.0050599999999999994 0.10584500000000001 0.10402500000000002 0.088905000000000026 -0.50231999999999988 0.083670000000000008 0.040040000000000006 0.14813000000000001 0.08413000000000001 0.086245000000000002 0.11876500000000002 -0.026164999999999997 -0.090889999999999985 -0.087169999999999984 -0.065674999999999983 -0.071564999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 15 5 8 -3 -8 9 14 -11 16 -9 -14 17 -2 -12 19 -16 -1 -19 -20
right_child=1 2 -4 -5 -6 -7 7 12 -10 10 11 -13 13 -15 18 -17 -18 20 21 -21 -22 -23
leaf_value=0.0010959693320699677 0.00082390151028246367 0.00022486954015145968 -5.523299001409142e-05 0.00046549577528696268 0.0013809314775553784 0.00069372873075278978 0.00089558445493503945 0.00029516673523449674 0.00070914770452234458 0.0012358087694930332 0.0010234171912795005 0.00075638396876333226 0.00073583623900392128 0.0003534010289723409 0.00087955253205245886 0.0010473204087724426 0.00083370106088402607 0.0012306571777520054 0.0011077422542452985 0.0012554691871463398 0.001084823637439041 0.0010156313449007704
leaf_weight=73 75 94 69 78 96 85 52 63 60 52 681 67 69 67 52 93 62 59 206 166 440 214
leaf_count=73 75 94 69 78 96 85 52 63 60 52 681 67 69 67 52 93 62 59 206 166 440 214
internal_value=0 0.000534328 0.000379345 0.00079501 0.00104961 0.00103524 0.000466363 0.000556662 0.00104884 0.00105866 0.00100195 0.000986895 0.000467922 0.00054769 0.00109904 0.00094779 0.00100763 0.00113611 0.00104099 0.0012069 0.00110214 0.00106089
internal_weight=0 660 414 246 2313 2217 345 251 2132 2072 862 810 199 136 1210 168 743 738 472 239 499 420
internal_count=2973 660 414 246 2313 2217 345 251 2132 2072 862 810 199 136 1210 168 743 738 472 239 499 420
is_linear=0
shrinkage=0.0032998


Tree=8837
num_leaves=25
num_cat=0
split_feature=4 3 2 2 43 3 43 0 10 2 2 3 15 43 15 0 15 43 2 481 15 52 3 0
split_gain=7.46049 2.41004 0.96433 0.683015 0.66752 0.550193 0.42902 0.333439 0.292492 0.219254 0.154172 0.150581 0.155324 0.142288 0.126231 0.172396 0.104503 0.0982987 0.126306 0.0808861 0.105288 0.075041 0.0657574 0.0460055
threshold=0.31392000000000003 -0.066229999999999997 0.13631000000000001 0.13966500000000001 -0.066289999999999988 0.11391500000000002 -0.090869999999999992 -0.14920999999999998 0.057650000000000007 0.11891500000000001 -1.0000000180025095e-35 0.0048000000000000013 -1.0000000180025095e-35 0.041625000000000002 0.084630000000000025 -0.082404999999999992 0.11598000000000001 -0.049364999999999992 0.11504500000000002 -0.086319999999999994 1.0000000180025095e-35 -0.0037699999999999995 -0.041789999999999994 -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 2 2 2
left_child=1 7 4 8 6 11 -3 -1 17 13 -8 22 -13 16 -15 -16 19 -2 -19 -9 -21 -4 -6 -17
right_child=3 2 21 -5 5 -7 10 9 -10 -11 -12 12 -14 14 15 23 -18 18 -20 20 -22 -23 -24 -25
leaf_value=0.0012260116726611984 0.00042993793942235905 0.00086789791429613074 0.0003716049883028471 0.00012622096986707887 0.00092585156442723043 0.00064120520822403128 0.00037267428589711114 0.00088791900026236254 0.00026416019405369373 0.00076557653110265959 0.00062822184583157881 0.00091017515185622914 0.001107751179348908 0.00080452256436949407 0.0010978578235700295 0.00080356613171835164 0.00087624467913422507 0.00070963043211675334 0.00049298529531050309 0.00097991220003497263 0.0010382890690476152 0.00055237896564906707 0.00078188518547252185 0.00094932407722237528
leaf_weight=61 59 53 52 81 82 86 52 72 54 54 53 95 86 88 65 52 83 58 63 810 639 52 69 54
leaf_count=61 59 53 52 81 82 86 52 72 54 54 53 95 86 88 65 52 83 58 63 810 639 52 69 54
internal_value=0 0.000925254 0.000755565 0.000387976 0.000808449 0.000877722 0.000624961 0.000983573 0.000478433 0.00097584 0.000502 0.000938882 0.00100425 0.000981915 0.000908546 0.000961872 0.000993741 0.000542519 0.000597123 0.00100013 0.00100568 0.000462331 0.000860299 0.000878153
internal_weight=0 2658 680 315 576 418 158 1978 234 1917 105 332 181 1863 259 171 1604 180 121 1521 1449 104 151 106
internal_count=2973 2658 680 315 576 418 158 1978 234 1917 105 332 181 1863 259 171 1604 180 121 1521 1449 104 151 106
is_linear=0
shrinkage=0.0032998


Tree=8838
num_leaves=24
num_cat=0
split_feature=1 40 2 159 4 16 51 51 1 2 1447 16 43 1375 150 124 51 156 156 16 16 12 2
split_gain=0.439401 0.180099 0.132243 0.102527 0.114893 0.113493 0.101843 0.0824425 0.11046 0.0897791 0.0639194 0.0884009 0.0710994 0.0699746 0.0638994 0.0615659 0.0591912 0.0538502 0.0535315 0.0636304 0.0825095 0.0513221 0.0395799
threshold=0.10575500000000002 -0.084924999999999987 0.10859000000000001 0.082200000000000009 0.24099500000000004 -0.041434999999999993 -0.086944999999999981 -0.067854999999999985 0.11392000000000001 -0.032374999999999994 -0.085574999999999984 -0.022939999999999999 -0.26788499999999998 -0.10702499999999998 0.083855000000000013 -1.0000000180025095e-35 0.12162000000000002 0.085435000000000011 0.10123000000000001 -0.07027499999999999 -0.49804499999999996 0.10082000000000001 0.087405000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 7 4 10 -5 -7 -3 -9 -10 11 -1 21 -14 16 -4 -15 -16 19 20 -17 -12 -8
right_child=1 2 15 5 -6 6 22 8 9 -11 12 -13 13 14 17 18 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0078522354688026399 -0.0058265031657150643 0.010668051194022428 0.0051134169850881196 0.015037850193502055 -0.00056697809219782174 0.011922244193259974 0.0013100915868581792 0.0095169004789198101 -0.0037953590230106059 0.0057814032359805902 0.015167498727582319 -0.001849160270461332 0.0011278635767181526 0.0069961384671032578 0.013032578749588037 -0.0047922761333092211 0.0015662411456939078 0.0063550778945607534 0.0042420510281950029 -0.0066592959706517369 0.0038831457479378238 0.0076576171838602086 0.0074594543963669852
leaf_weight=52 71 76 72 91 59 100 56 65 58 53 53 54 58 1495 91 54 60 57 52 55 73 53 65
leaf_count=52 71 76 72 91 59 100 56 65 58 53 53 54 58 1495 91 54 60 57 52 55 73 53 65
internal_value=0 0.00214777 0.00316564 0.00716153 0.00672271 0.0100137 0.00793687 0.00602163 0.00400501 0.000761144 0.00694161 0.00289307 0.0071705 0.00691312 0.0071091 0.000807772 0.00678778 0.010473 -0.000509365 -0.00187678 0.000180237 0.0114295 0.00462832
internal_weight=0 629 558 2344 2032 312 221 252 176 111 1973 106 1867 1761 1703 306 1555 148 234 182 127 106 121
internal_count=2973 629 558 2344 2032 312 221 252 176 111 1973 106 1867 1761 1703 306 1555 148 234 182 127 106 121
is_linear=0
shrinkage=0.16829


Tree=8839
num_leaves=24
num_cat=0
split_feature=1 13 40 12 40 48 1 12 12 1212 160 12 16 12 48 16 12 40 13 13 51 16 51
split_gain=7.20778 0.846895 0.833716 0.451842 0.43467 0.42783 0.346785 0.249607 0.24235 0.191142 0.213065 0.165725 0.15936 0.15242 0.14327 0.213226 0.134591 0.134231 0.103201 0.177329 0.0685796 0.057419 0.0563474
threshold=0.10442000000000001 -0.10142999999999998 -0.066359999999999988 0.087605000000000002 -0.034699999999999988 -0.021829999999999999 0.092845000000000025 0.091290000000000024 -0.053404999999999987 -0.064959999999999976 -0.13024499999999997 0.096425000000000025 0.0054050000000000009 0.085685000000000025 0.10184000000000001 -0.079394999999999979 0.11819000000000002 -0.084924999999999987 0.14953500000000003 0.025450000000000004 -1.0000000180025095e-35 -0.42170999999999997 -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
left_child=4 8 17 12 6 -6 -1 9 -2 -7 13 -5 21 -11 15 -12 18 -3 19 20 -9 -4 -13
right_child=1 2 3 11 5 7 -8 16 -10 10 14 22 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00081741918019334451 0.00042360215525697847 0.00020175110166550963 0.00050035273132630878 0.00089325347648871187 0.00064096151576396496 0.0010421072622693664 0.00045242255614113641 0.00092867456940451366 0.00015205647176916125 0.001094719289248106 0.00093412817501705499 0.00058609708006228172 0.00063453170687692562 0.00089963815001635028 0.00070148036677611814 0.00083621154259400576 0.00067379477910815681 0.00040631754944566188 0.00095964528126205961 0.00069093594919854978 0.00082865455453081987 0.00035539714421588736 0.00073607409797454121
leaf_weight=64 56 65 65 52 92 98 52 99 101 88 444 55 65 94 54 565 62 78 71 96 434 60 63
leaf_count=64 56 65 65 52 92 98 52 99 101 88 444 55 65 94 54 565 62 78 71 96 434 60 63
internal_value=0 0.000461139 0.00052724 0.000612013 0.000852228 0.000862672 0.000654104 0.000872346 0.000249138 0.000899699 0.000888462 0.000736045 0.000500851 0.000994157 0.000870332 0.000879334 0.000824089 0.000313579 0.00083735 0.00082349 0.000847298 0.000431056 0.000666468
internal_weight=0 660 503 360 2313 2197 116 2105 157 1343 1245 170 190 182 1063 1009 762 143 700 629 533 125 118
internal_count=2973 660 503 360 2313 2197 116 2105 157 1343 1245 170 190 182 1063 1009 762 143 700 629 533 125 118
is_linear=0
shrinkage=0.0032998


Tree=8840
num_leaves=14
num_cat=0
split_feature=44 15 41 49 14 16 48 0 13 3 3 3 133
split_gain=0.162802 0.178845 0.146527 0.14699 0.143506 0.230739 0.108385 0.110518 0.0980919 0.121595 0.088476 0.107049 0.0848487
threshold=1.0000000180025095e-35 -0.26361999999999991 0.083975000000000008 -0.22463499999999997 -0.42227999999999993 -0.49057499999999993 -1.0000000180025095e-35 -0.087604999999999975 -0.087809999999999985 -0.090889999999999985 0.10402500000000002 0.076825000000000018 0.08517000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -6 7 -5 9 -8 11 -10 -11
right_child=-2 2 -4 6 5 -7 8 -9 10 12 -12 -13 -14
leaf_value=0.0068334829804360068 0.015342899448629519 0.014901629407824121 -0.00061452063404909222 -0.0016734810207819344 0.0054403325241243151 -0.0083254117679210336 0.016544743035778974 0.0071287253804015694 0.0059275025192623175 0.0065003397684528091 -0.00053346429897273599 0.011659914020441437 0.013113378998529109
leaf_weight=81 52 57 86 95 63 76 52 70 1801 286 56 98 69
leaf_count=81 52 57 86 95 63 76 52 70 1801 286 56 98 69
internal_value=0 0.00581999 0.00620017 0.00642766 0.00119783 -0.00207334 0.00623581 0.0020499 0.00652746 0.00891361 0.00602979 0.00622428 0.00779075
internal_weight=0 2890 2670 2584 220 139 2527 165 2362 407 1955 1899 355
internal_count=2942 2890 2670 2584 220 139 2527 165 2362 407 1955 1899 355
is_linear=0
shrinkage=0.16829


Tree=8841
num_leaves=18
num_cat=0
split_feature=1 4 0 150 1 4 13 3 132 13 13 16 3 484 4 4 42
split_gain=0.169789 0.114871 0.105976 0.0851918 0.0974942 0.0834207 0.0909614 0.128981 0.0703145 0.0906812 0.0991249 0.0835319 0.0588262 0.113452 0.0546241 0.027794 0.0330877
threshold=0.11366000000000001 -0.040394999999999993 -0.23803499999999997 0.11740500000000002 0.10877000000000002 0.061835000000000008 -0.10939499999999998 -0.097829999999999986 0.088210000000000011 -0.071564999999999976 -0.23438999999999996 -0.0088649999999999996 -0.083319999999999991 -0.085034999999999986 -0.08076499999999999 0.10583000000000002 0.082115000000000007
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 7 -4 9 10 -3 -11 13 -8 -14 -7 -17
right_child=1 8 3 -5 -6 15 12 -9 -10 11 -12 -13 14 -15 -16 16 -18
leaf_value=0.012776333134893013 0.009173688843865227 0.0016987894501039908 0.01646217271064325 -0.0010557581152247494 0.011187450170005246 -0.00056666361317361238 0.0094113751995226827 0.004907730983965946 0.006497485633261111 0.006174919440042179 -0.0064023076733689373 -0.001742443097260621 0.0087960335532112667 0.0036533605833380224 0.0056449824062410102 0.0059088824600544484 0.0010364389537710331
leaf_weight=56 54 78 52 57 83 69 111 59 54 91 94 64 193 794 873 79 81
leaf_count=56 54 78 52 57 83 69 111 59 54 91 94 64 193 794 873 79 81
internal_value=0 0.00190605 0.00551448 0.00534783 0.00550105 0.00529604 0.00563194 0.0103368 0.000871271 -5.23347e-05 -0.00271811 0.00289422 0.00536607 0.00436158 0.00621717 0.00223429 0.00345344
internal_weight=0 435 2507 2451 2394 2311 2082 111 381 327 172 155 1971 905 1066 229 160
internal_count=2942 435 2507 2451 2394 2311 2082 111 381 327 172 155 1971 905 1066 229 160
is_linear=0
shrinkage=0.16829


Tree=8842
num_leaves=20
num_cat=0
split_feature=4 1453 52 12 4 159 3 1186 3 133 4 4 4 4 15 151 50 3 3
split_gain=0.127068 0.126707 0.0948627 0.119962 0.0922151 0.095443 0.0866927 0.0737232 0.0729017 0.174178 0.157829 0.0783423 0.092599 0.0887811 0.0647607 0.0626534 0.0604857 0.0405707 0.0367851
threshold=0.25367000000000006 -0.079499999999999987 0.12432000000000001 0.097345000000000015 0.51395000000000002 0.08512500000000002 0.094635000000000011 0.085230000000000014 -0.11211999999999998 0.041800000000000011 -0.10701499999999999 0.024470000000000002 0.0067750000000000006 0.056815000000000011 -0.080724999999999977 0.055120000000000009 0.12170000000000002 -0.24149499999999999 -0.075714999999999991
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 -2 8 9 10 17 12 15 -13 -15 16 -10 -3 -16
right_child=2 7 -4 -5 -6 -7 -8 -9 11 -11 -12 13 -14 14 18 -17 -18 -19 -20
leaf_value=0.011663482222020544 -0.0019987644798353885 0.0031811144074307329 0.0079482023647918596 -0.0070071124356783218 -0.0036599224674684792 0.0095028484926087432 0.0054946314990650539 -0.0012747146135614704 0.004858396902772834 9.3058112113965846e-05 0.01726253792574451 -0.0030876430296044497 0.011099283948178169 -0.00024674496910674594 0.002272327308862994 -0.00039558384540260737 0.00044561942671939595 0.0093605299138022156 0.0078090780958157561
leaf_weight=70 96 56 54 53 70 54 80 63 1613 70 58 80 61 85 58 73 94 68 86
leaf_count=70 96 56 54 53 70 54 80 63 1613 70 58 80 61 85 58 73 94 68 86
internal_value=0 0.0045876 0.00137759 0.000367361 0.00167617 0.00330801 0.00139712 0.00438594 0.00453515 0.00725313 0.00999714 0.00421574 0.00463251 0.00172684 0.0034166 0.00440989 0.00461645 0.00658432 0.00559147
internal_weight=0 2535 407 353 300 230 176 2465 2402 252 182 2150 1841 309 229 1780 1707 124 144
internal_count=2942 2535 407 353 300 230 176 2465 2402 252 182 2150 1841 309 229 1780 1707 124 144
is_linear=0
shrinkage=0.16829


Tree=8843
num_leaves=11
num_cat=0
split_feature=40 1429 4 12 47 1429 393 1373 96 43
split_gain=0.103549 0.110146 0.122223 0.125433 0.0861458 0.065671 0.0619923 0.065398 0.0565967 0.0572865
threshold=0.09888000000000001 0.084895000000000012 -0.0051399999999999996 0.087545000000000026 0.13283000000000003 -0.09168999999999998 0.10692500000000001 0.081160000000000024 0.083595000000000017 0.058975000000000007
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 7 8 9 -7
right_child=-2 2 -4 -5 -6 6 -8 -9 -10 -11
leaf_value=0.009126157774275525 -0.0037044178795104816 -0.00038561143364034938 0.014014629919792486 0.010619867823221382 -0.0032550525418758337 0.0031314628205079027 0.0090475963674185953 -0.0022596896610245138 -0.0021268061315635458 0.005492788067081724
leaf_weight=57 56 65 58 53 55 2092 53 60 52 341
leaf_count=57 56 65 58 53 55 2092 53 60 52 341
internal_value=0 0.00358663 0.00767407 0.0045423 0.00332051 0.0034574 0.00333234 0.00321261 0.00334546 0.00346316
internal_weight=0 2886 176 118 2710 2655 2598 2545 2485 2433
internal_count=2942 2886 176 118 2710 2655 2598 2545 2485 2433
is_linear=0
shrinkage=0.16829


Tree=8844
num_leaves=29
num_cat=0
split_feature=4 3 3 123 0 3 3 3 0 123 132 0 4 0 3 151 0 16 16 49 157 157 4 3 133 3 13 3
split_gain=8.17287 2.36442 1.0161 0.981927 0.606325 0.394973 0.371724 0.355048 0.295181 0.248538 0.239264 0.209522 0.182421 0.175508 0.171362 0.202673 0.14321 0.173608 0.153688 0.141715 0.0976201 0.131425 0.0953535 0.0830404 0.0550296 0.0457781 0.0452726 0.033353
threshold=0.31392000000000003 -0.049739999999999993 0.30863500000000005 1.0000000180025095e-35 -0.079119999999999982 0.11391500000000002 -0.10859999999999999 0.31819000000000003 -0.10594499999999998 0.085810000000000011 0.080815000000000012 -0.06612999999999998 -0.42305999999999994 -0.10934999999999999 -0.014924999999999999 -0.0068399999999999989 -0.042499999999999989 0.052150000000000009 -0.031234999999999999 0.093510000000000024 -0.08262499999999999 -0.0056149999999999993 -0.14595999999999995 -0.11749 0.085650000000000018 0.10766000000000002 -0.078924999999999981 -0.075579999999999994
decision_type=2 2 2 2 2 2 2 2 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 14 13 9 -8 23 12 -5 -6 -1 -3 -16 17 18 -14 20 24 -22 -17 -2 -10 -25 -21 -19
right_child=7 2 -4 11 10 -7 8 -9 19 -11 -12 -13 16 -15 15 22 -18 27 -20 26 21 -23 -24 25 -26 -27 -28 -29
leaf_value=0.0012806252436360704 0.00058547016983995248 0.00076472136299797152 0.00030475301786800135 0.00064628193067392732 0.0010670666184039018 0.00065413354141911613 0.00080197228033250978 0.00014095678993058372 0.0010457857786187806 0.0002775891265153439 0.00073943279028716128 0.00037937326094827857 0.00093132854630530518 0.0010308523777261445 0.00077742522713559114 0.0011217689195602784 0.00073194181799947648 0.00080575931301097626 0.0011269519205657616 0.00096953389199571434 0.00085501604777787432 0.0010255720484049168 0.00095900596672037603 0.00036525191789127794 0.0012058178629276949 0.0005065774763279785 0.00082793626728058149 0.00090672963739342146
leaf_weight=83 68 62 54 82 85 76 78 61 54 88 91 54 243 52 52 63 52 129 56 56 55 849 125 54 52 52 55 61
leaf_count=83 68 62 54 82 85 76 78 61 54 88 91 54 243 52 52 63 52 129 56 56 55 849 125 54 52 52 55 61
internal_value=0 0.000925073 0.000736417 0.000781698 0.000977302 0.000868363 0.0010191 0.00036856 0.00100042 0.000421417 0.000899494 0.000540563 0.000922705 0.00118468 0.000922158 0.000962682 0.000899958 0.000917753 0.000968085 0.0010142 0.00102675 0.00101523 0.00101374 0.000493954 0.00112462 0.000434914 0.00089969 0.000838362
internal_weight=0 2619 568 514 2051 378 1334 323 1199 262 717 136 626 135 302 240 541 489 299 1121 1010 904 188 174 106 106 111 190
internal_count=2942 2619 568 514 2051 378 1334 323 1199 262 717 136 626 135 302 240 541 489 299 1121 1010 904 188 174 106 106 111 190
is_linear=0
shrinkage=0.0032998


Tree=8845
num_leaves=28
num_cat=0
split_feature=4 12 13 48 159 12 12 4 159 160 160 14 13 11 16 474 51 16 42 403 13 12 42 16 403 4 16
split_gain=4.51487 2.18293 1.31222 0.697835 0.411431 0.361736 0.32259 0.258101 0.255806 0.270199 0.23598 0.210094 0.260089 0.19579 0.323915 0.181764 0.16029 0.139483 0.0934272 0.118568 0.0839226 0.0834302 0.0666777 0.056332 0.0554349 0.0403809 0.0404075
threshold=0.31392000000000003 1.0000000180025095e-35 -0.00027999999999999998 0.086410000000000015 0.040460000000000003 0.13642500000000005 -0.084509999999999988 0.043640000000000005 1.0000000180025095e-35 0.049100000000000012 -0.072884999999999991 -0.45687499999999998 -1.0000000180025095e-35 1.0000000180025095e-35 0.0054050000000000009 0.085435000000000025 -0.021939999999999998 0.11702000000000001 0.11357500000000002 -0.081224999999999992 1.0000000180025095e-35 0.10156000000000001 0.08511500000000001 -0.49353499999999995 -0.10162999999999998 0.061835000000000008 -0.4136149999999999
decision_type=2 2 2 2 2 2 2 2 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 -5 13 9 16 -9 -2 23 14 18 22 -4 -15 19 -3 -14 25 -16 -13 -20 -12 -27
right_child=11 5 8 6 -6 -7 -8 10 -10 -11 21 12 20 17 15 -17 -18 -19 24 -21 -22 -23 -24 -25 -26 26 -28
leaf_value=0.00069752678360532415 0.00049643148296215711 0.00077364137936560429 0.00057231118804126663 0.00033875293580749052 0.00031182196738690495 0.00052499510471943961 -7.4737024626088718e-06 0.00050024729961426373 0.00087325117947883578 0.00044697680758001114 0.00086125305874934553 0.00023866104854358819 0.00048388236797582948 0.0010254582479352337 0.0006618212823217963 0.00055567261550191474 0.00079031079628130219 0.00082222902470961083 0.00079616612680467956 0.00084746477218313062 0.00030037689625022582 0.00062924547432466902 0.00078127747917580508 0.0001061822162738957 0.000639700634083097 0.00081021241532272298 0.00067325941247865209
leaf_weight=73 58 355 60 65 52 59 53 56 68 59 53 86 58 72 81 76 102 82 55 818 54 55 167 61 52 53 52
leaf_count=73 58 355 60 65 52 59 53 56 68 59 53 86 58 72 81 76 102 82 55 818 54 55 167 61 52 53 52
internal_value=0 0.000733327 0.000544429 0.0003654 0.000537355 0.000781485 0.000182946 0.000788933 0.00069484 0.000639785 0.00069279 0.000316156 0.000275649 0.000803625 0.000792672 0.000698711 0.000709788 0.000917474 0.000816428 0.000825153 0.000395721 0.000743246 0.000742404 0.000183926 0.000720456 0.000782706 0.000742724
internal_weight=0 2618 532 243 125 2086 118 2027 289 221 269 317 259 1758 1604 324 162 154 1280 1173 112 213 248 147 107 158 105
internal_count=2935 2618 532 243 125 2086 118 2027 289 221 269 317 259 1758 1604 324 162 154 1280 1173 112 213 248 147 107 158 105
is_linear=0
shrinkage=0.0032998


Tree=8846
num_leaves=26
num_cat=0
split_feature=1 52 14 0 1 12 1 15 0 51 1455 13 12 43 43 12 13 133 52 0 399 49 52 0 43
split_gain=5.37184 1.09196 0.626796 0.949983 0.585336 0.655042 0.407254 0.226802 0.226446 0.226694 0.220824 0.172932 0.148062 0.129964 0.102458 0.116021 0.183883 0.0688879 0.0820049 0.0585867 0.0470423 0.0394864 0.0373644 0.0344234 0.0603196
threshold=0.10575500000000002 -0.40891499999999997 0.056865000000000006 -0.10594499999999998 0.13662500000000002 0.094435000000000005 0.083670000000000008 -0.095814999999999997 -0.072924999999999976 -0.098264999999999977 0.082105000000000025 -0.071104999999999988 0.098085000000000019 -0.082094999999999987 -0.079409999999999994 -0.081654999999999991 -0.05171499999999999 -0.07192999999999998 0.09253500000000002 -0.080499999999999988 0.088190000000000018 0.10078000000000002 0.047800000000000009 0.051660000000000005 -0.043004999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 14 22 -8 10 21 12 -6 17 -11 -3 -16 -17 18 -5 -14 -19 -10 -1 24 -15
right_child=1 4 -4 8 11 -7 7 -9 9 13 -12 -13 19 23 15 16 -18 20 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00070169556919601845 0.00078259832339488814 0.0002107423731736754 0.00096240715242110642 0.00082863417667366601 3.9614468396284944e-05 0.00061516933184703395 0.00051874771108789989 0.00023693058230080056 0.0008072093248828934 0.00050017669154644648 0.00057993845482158101 0.00025321845368513903 0.00057754466628253027 0.00076524627410249409 0.00047320316513179176 0.00015075231784953484 0.00038748598033440753 0.00073590035392732934 0.00068063878336113704 0.00072464232669857114 0.00084305181081981227 0.00068948856352316187 0.0005751982612359701 0.00057711653637562482 0.00063071312907787207
leaf_weight=55 59 93 96 238 84 97 57 70 90 95 97 82 78 54 56 59 93 902 53 53 52 57 58 68 139
leaf_count=55 59 93 96 238 84 97 57 70 90 95 97 82 78 54 56 59 93 902 53 53 52 57 58 68 139
internal_value=0 0.000355075 0.000700441 0.000689076 0.00031029 0.000378998 0.000492559 0.000363693 0.000712927 0.000651847 0.000733761 0.000145342 0.000744579 0.000606345 0.000302773 0.000343752 0.000295828 0.000755836 0.000801801 0.000637326 0.000741778 0.000761802 0.00063708 0.000644854 0.000668537
internal_weight=0 623 2312 2216 564 398 240 127 1976 503 1473 166 1376 356 301 208 152 1245 291 131 954 147 113 261 193
internal_count=2935 623 2312 2216 564 398 240 127 1976 503 1473 166 1376 356 301 208 152 1245 291 131 954 147 113 261 193
is_linear=0
shrinkage=0.0032998


Tree=8847
num_leaves=34
num_cat=0
split_feature=1 52 2 2 2 1 15 2 43 13 4 124 1429 52 2 50 2 481 133 403 15 43 43 133 484 133 2 13 1 13 15 15 13
split_gain=5.1074 1.13448 0.810572 0.38117 0.701883 0.327538 0.237899 0.216605 0.189416 0.263669 0.276593 0.244372 0.181018 0.523297 0.135218 0.133486 0.114665 0.115115 0.091036 0.0821198 0.122375 0.0773644 0.0757215 0.096918 0.0725089 0.0988788 0.0563221 0.0563197 0.0493858 0.043739 0.0282437 0.0175658 0.00548764
threshold=0.098395000000000024 -0.40891499999999997 0.14744000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 0.089745000000000019 0.089715000000000003 -0.13746499999999998 -1.0000000180025095e-35 -0.0073899999999999999 0.38865500000000003 -0.014429999999999998 0.084845000000000018 -0.032354999999999988 0.08647500000000001 0.12170000000000002 0.087605000000000002 -0.052634999999999994 0.017095000000000003 -0.077474999999999974 -0.040504999999999992 -0.019324999999999998 -0.0068849999999999996 -1.0000000180025095e-35 -0.058209999999999991 0.12352500000000001 0.09141500000000001 -0.070154999999999981 0.092695000000000013 -0.086094999999999991 -0.044024999999999988 0.084175000000000014 0.0083850000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 32 3 4 7 12 14 -3 11 -10 -11 -5 15 -14 28 16 17 21 22 31 -21 -1 26 -24 -20 -26 -18 -8 -7 -4 -6 -19 -2
right_child=1 2 29 8 30 6 27 -9 9 10 -12 -13 13 -15 -16 -17 18 19 24 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.00053570490376574184 0.00071025315651608665 0.00043792206163866269 -2.6441444389071155e-05 0.00031901795269177996 0.00068024093968328174 0.00062564648422420988 0.00074564922026896054 0.00018485343944508445 0.00016667619011933907 0.00061160611466870118 0.00028926347185140062 2.9333833992435565e-06 0.00034771439304566887 0.00077294448501401779 0.00036999035423207726 0.00053051409783331268 0.00077978036327491101 0.00074304696179086367 0.00061331251988771098 0.00067800483722372195 0.00080532535996005283 0.00071629275248135478 0.00064661502116275917 0.00050481371692571075 0.00077458722192665661 0.00066277241263341718 0.00065353230698492789 0.00060623005053520257 0.00048277823666461478 0.00010785065718049707 0.00057126112742143505 0.00066773197721274125 0.00064593941516303557
leaf_weight=52 52 66 52 54 69 62 68 85 64 52 67 53 62 65 65 53 60 61 75 114 343 57 182 78 222 152 135 68 52 53 52 138 52
leaf_count=52 52 66 52 54 69 62 68 85 64 52 67 53 62 65 65 53 60 61 75 114 343 57 182 78 222 152 135 68 52 53 52 138 52
internal_value=0 0.000357597 0.000307518 0.000357248 0.000446189 0.000670491 0.000571469 0.0002957 0.000273706 0.000338371 0.000430415 0.000162782 0.000687341 0.000565629 0.0004917 0.000696297 0.000701541 0.000731835 0.000675866 0.000748625 0.000773642 0.000630464 0.000642151 0.00060421 0.000709952 0.000729238 0.000692559 0.000676199 0.000560788 4.10086e-05 0.000633698 0.000690996 0.000678435
internal_weight=0 771 667 562 272 2164 315 151 290 183 119 107 1849 127 179 1722 1669 765 904 656 457 109 455 260 449 374 195 136 114 105 121 199 104
internal_count=2935 771 667 562 272 2164 315 151 290 183 119 107 1849 127 179 1722 1669 765 904 656 457 109 455 260 449 374 195 136 114 105 121 199 104
is_linear=0
shrinkage=0.0032998


Tree=8848
num_leaves=25
num_cat=0
split_feature=4 2 12 4 4 10 16 2 2 42 16 15 2 1212 16 160 12 4 2 15 16 48 2 2
split_gain=7.94156 2.28205 1.33718 0.740191 0.436788 0.428233 0.34887 0.301418 0.295542 0.241666 0.197626 0.296297 0.179474 0.245372 0.194805 0.172909 0.40436 0.160479 0.135618 0.109703 0.0996331 0.094294 0.0578332 0.0347601
threshold=0.31392000000000003 0.14132000000000003 1.0000000180025095e-35 -0.39175499999999991 0.049545000000000006 -1.0000000180025095e-35 -0.20132999999999998 0.10433000000000002 0.078775000000000012 0.11466000000000001 -0.43279999999999996 -0.062734999999999985 0.090485000000000024 0.039445000000000008 -0.021919999999999999 0.084770000000000026 0.088395000000000015 -0.0053799999999999985 0.14019000000000004 -0.43587999999999999 0.27450000000000002 0.093225000000000016 0.088475000000000012 0.11543500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 -2 -5 8 -8 12 -6 20 13 21 -15 16 -14 -10 19 -7 -12 -4 -11 -21
right_child=5 -3 4 6 10 18 7 -9 17 22 11 -13 15 14 -16 -17 -18 -19 -20 23 -22 -23 -24 -25
leaf_value=0.00093071495146159736 6.4750982543368666e-06 0.00027695272811393185 0.00094519055806008268 0.00083354229596139455 0.00087290802950670322 0.00043342261020958407 0.00048499392987911595 0.00040661953047900408 0.00084753634895657476 0.00066663016726562602 0.00068099841411816146 0.00046906543400460071 0.00054810750103021877 0.00086841711247745174 0.00063983079360710536 0.0009978399062699646 0.00085142050794634154 0.00061861494829036688 0.00016301978135162468 0.00033996117228978368 0.00087462547788793807 0.00080115914764960095 0.00081509372524906916 0.00021737927467091301
leaf_weight=95 62 86 887 62 79 96 96 97 64 65 73 55 56 183 54 64 361 74 53 52 52 56 59 54
leaf_count=95 62 86 887 62 79 96 96 97 64 65 73 55 56 183 54 64 361 74 53 52 52 56 59 54
internal_value=0 0.000806195 0.000824157 0.000668637 0.000861269 0.00025302 0.000605196 0.000562317 0.000626708 0.000879743 0.000733812 0.000672569 0.000890337 0.000912564 0.000816483 0.000835736 0.000810772 0.000725037 0.000312827 0.000351958 0.000761829 0.000936675 0.000737554 0.000277846
internal_weight=0 2618 2532 488 2044 317 393 331 234 1785 259 180 1661 1180 237 481 417 138 255 202 125 943 124 106
internal_count=2935 2618 2532 488 2044 317 393 331 234 1785 259 180 1661 1180 237 481 417 138 255 202 125 943 124 106
is_linear=0
shrinkage=0.0032998


Tree=8849
num_leaves=29
num_cat=0
split_feature=12 475 15 484 15 4 13 402 2 12 0 13 16 2 0 402 0 12 48 0 0 2 0 4 16 40 4 16
split_gain=0.290254 0.151641 0.168607 0.130455 0.142828 0.215625 0.111667 0.082203 0.104018 0.224868 0.118806 0.093686 0.112015 0.0814301 0.0785391 0.072179 0.0705123 0.06953 0.0694869 0.136398 0.085491 0.0671185 0.067082 0.0403079 0.0365467 0.0321056 0.0254757 0.0208037
threshold=0.083945000000000006 -0.06890499999999998 -0.0090849999999999976 -0.067269999999999983 -0.010414999999999999 -0.035849999999999993 -0.15325499999999995 -0.065884999999999985 0.09056500000000002 0.089005000000000015 -0.083039999999999989 0.10077500000000002 0.3935300000000001 0.093670000000000017 0.0062000000000000006 -0.11206999999999999 -0.072039999999999979 -0.10468499999999999 0.091690000000000008 -0.067969999999999989 -0.077574999999999991 0.10433000000000002 -0.079794999999999991 0.0063750000000000013 0.51430500000000012 -0.062739999999999976 -0.078549999999999995 -0.069694999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 14 13 -2 15 18 10 -10 12 16 -6 17 26 -11 -5 19 20 22 23 -9 -19 -14 -23 -8 -28
right_child=6 3 -4 4 5 -7 7 8 9 11 -12 -13 24 -15 -16 -17 -18 21 -20 -21 -22 25 -24 -25 -26 -27 27 -29
leaf_value=0.0027655873268241644 -0.00083892433054165742 -0.0037019484498399648 -0.0092490290006777449 0.0074207268258974241 0.00066259758515326429 0.015009550878994613 0.0020781929729531312 0.0070963141624268769 -0.0082303702665215486 0.0071961444133028163 0.0031302213783374025 0.001135265892743937 0.014950472387063547 0.0089036817232304548 -0.0038640150817222654 -0.00077395145569581923 0.0017942985513625708 0.0064611616276037155 0.0014937620663808058 0.014105686057992884 0.0016734312107442462 0.0028625954421559914 0.012545833930824745 0.0015387426008526015 0.008780096789844094 -0.0019064312662551331 0.00893930784870672 0.0043546462980486198
leaf_weight=66 72 76 66 77 96 69 55 754 52 210 52 92 52 53 56 89 103 98 55 86 77 58 71 93 62 128 55 62
leaf_count=66 72 76 66 77 96 69 55 754 52 210 52 92 52 53 56 89 103 98 55 86 77 58 71 93 62 128 55 62
internal_value=0 0.00205194 -0.00322811 0.00292105 0.00361493 0.00722365 0.00564639 0.00588964 0.00632574 0.00459746 -0.0025328 0.00602972 0.00708006 0.00360605 0.00206885 0.0030991 0.00542428 0.00280461 0.00735634 0.00768088 0.00706632 0.00185703 0.00756748 0.00407379 0.0116104 -0.000409656 0.00511363 0.00652518
internal_weight=0 936 132 804 728 218 1999 1927 1666 623 104 519 427 149 510 261 313 454 1043 988 902 377 825 191 114 186 172 117
internal_count=2935 936 132 804 728 218 1999 1927 1666 623 104 519 427 149 510 261 313 454 1043 988 902 377 825 191 114 186 172 117
is_linear=0
shrinkage=0.16829


Tree=8850
num_leaves=20
num_cat=0
split_feature=4 40 3 4 12 457 52 4 3 39 51 4 12 151 52 4 16 16 3
split_gain=3.27946 1.42292 1.08388 0.250021 0.264263 0.219186 0.225925 0.203062 0.183024 0.297877 0.138855 0.138453 0.107402 0.0877467 0.0710885 0.141263 0.0664871 0.0382568 0.015721
threshold=0.31392000000000003 -0.034699999999999988 0.28833000000000003 0.046185000000000004 -1.0000000180025095e-35 0.062030000000000009 -0.043914999999999989 0.056815000000000011 0.13772500000000001 0.087880000000000014 0.046060000000000011 0.016670000000000001 0.094435000000000005 -1.0000000180025095e-35 -0.057374999999999995 0.070065000000000016 -0.42170999999999997 -0.43279999999999996 -0.0005399999999999999
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 11 -7 -5 9 16 13 12 -6 -1 -9 -16 18 -17 -2
right_child=8 2 -4 7 5 6 -8 14 -10 -11 -12 -13 -14 -15 15 17 -18 -19 -20
leaf_value=0.0003012812906021093 0.00039768616000365221 0.00042464570399513158 0.00017486602810270999 0.00037660703840212745 0.00068017652965365839 0.0004155933434252802 0.00068254169168279692 0.00068690176743866098 0.00012085950394830063 0.00016037161580224698 0.00020982216796479794 0.00083416835078159424 0.00062052495145335741 0.00047287097565363613 0.0004164096333980286 0.00066132736890791785 0.00029488187904609718 0.00055853307110459351 0.00048589915372433939
leaf_weight=59 52 54 56 57 1339 79 63 71 79 98 63 56 459 77 55 88 52 86 52
leaf_count=59 52 54 56 57 1339 79 63 71 79 98 63 56 459 77 55 88 52 86 52
internal_value=0 0.000607857 0.000629559 0.000640123 0.000654258 0.000660453 0.000534276 0.000558854 0.000260317 0.000303553 0.000339075 0.000670098 0.000664968 0.00039869 0.000593363 0.000564208 0.000393274 0.000610723 0.000442131
internal_weight=0 2662 2463 2407 2050 1996 142 357 333 254 199 1854 1798 136 300 229 156 174 104
internal_count=2995 2662 2463 2407 2050 1996 142 357 333 254 199 1854 1798 136 300 229 156 174 104
is_linear=0
shrinkage=0.0032998


Tree=8851
num_leaves=26
num_cat=0
split_feature=2 483 15 3 39 52 1455 2 49 2 484 484 49 16 123 16 2 52 2 3 159 42 49 15 16
split_gain=0.270064 0.171815 0.139373 0.112233 0.107229 0.0871105 0.0770632 0.094807 0.0908568 0.0814258 0.079904 0.202737 0.11156 0.0755115 0.0742566 0.0676717 0.118562 0.065612 0.0638538 0.0630484 0.0483361 0.0396474 0.0268285 0.023537 0.0129097
threshold=0.12026500000000001 0.09253500000000002 -0.032144999999999993 0.17351000000000003 0.0047850000000000011 -0.087094999999999992 0.08530500000000002 0.088905000000000026 -0.079769999999999994 0.097605000000000011 0.088860000000000008 0.085405000000000023 -0.049389999999999996 -0.053299999999999993 0.085705000000000017 0.0011450000000000004 0.092155000000000015 -0.0087149999999999988 0.10257000000000001 -1.0000000180025095e-35 0.030370000000000005 0.086000000000000007 0.099620000000000014 -0.052239999999999988 -0.071704999999999991
decision_type=2 2 2 2 2 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 22 6 -6 7 10 -9 15 11 12 -1 14 -7 16 -10 -8 23 -14 -20 -17 24 -11 -2
right_child=1 -3 -4 -5 5 13 17 8 9 18 -12 -13 19 -15 -16 21 -18 -19 20 -21 -22 -23 -24 -25 -26
leaf_value=0.013340270917349991 0.0039373164496511416 0.0095691859959818864 -0.0068746947660539345 -0.0048263941828345569 0.0077070184740664835 0.0067899260568961423 0.014582925904302019 -0.00074164117735209983 0.004690665835549091 0.0071767761814598317 0.011206245500336531 -0.0037325670591785453 0.0065769978656908777 -0.0044454998290013262 -0.0018124266899129788 0.0098981442578626334 -0.0023332228977791087 0.0068867316491414421 0.0062460301337215144 0.0006466073806690772 0.00096643079896919603 0.0033473179292085233 0.0067241294382479498 0.012141612828957985 0.00014970520042386455
leaf_weight=68 52 52 81 61 60 62 52 88 162 52 100 55 1074 62 52 55 117 83 271 54 61 52 54 63 52
leaf_count=68 52 52 81 61 60 62 52 88 162 52 100 55 1074 62 52 55 117 83 271 54 61 52 54 63 52
internal_value=0 0.000635688 -0.000906797 0.0012923 0.00560368 0.00216836 0.00593976 0.00570576 0.0043833 0.00492687 0.00660598 0.00623682 0.00669678 0.000269972 0.00285029 0.00312735 0.00173872 0.0098645 0.0064768 0.00629469 0.00528139 0.00673136 0.00366596 0.00991227 0.00206079
internal_weight=0 352 300 219 2643 236 2407 2272 921 833 1351 1251 1196 176 114 386 279 135 447 1128 332 107 158 115 104
internal_count=2995 352 300 219 2643 236 2407 2272 921 833 1351 1251 1196 176 114 386 279 135 447 1128 332 107 158 115 104
is_linear=0
shrinkage=0.16829


Tree=8852
num_leaves=24
num_cat=0
split_feature=1 1 394 49 1 12 3 43 3 133 1375 15 39 52 484 12 133 52 133 0 15 47 1
split_gain=0.279412 0.0763236 0.0941566 0.0833215 0.105799 0.0926092 0.147379 0.147309 0.0681529 0.0959547 0.0706099 0.0643323 0.0618848 0.0604879 0.0480733 0.0635145 0.052186 0.106325 0.0639106 0.0516809 0.0467114 0.0617837 0.0421919
threshold=0.12765500000000005 0.080320000000000016 -0.06445999999999999 0.08512500000000002 0.084815000000000015 0.086535000000000015 -0.012504999999999997 -0.060849999999999994 -0.051469999999999995 -0.029244999999999997 -0.083119999999999986 -0.10271999999999999 0.11954000000000002 -0.055844999999999992 0.061640000000000007 0.083815000000000014 0.087045000000000025 0.024870000000000003 0.083815000000000014 -0.085089999999999985 0.097415000000000015 0.082465000000000024 0.13842500000000005
decision_type=2 2 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 -6 10 -10 -1 -8 13 -2 15 -12 18 -18 -17 -16 21 -7 -15
right_child=12 2 3 -5 5 20 11 -9 9 -11 14 -13 -14 22 19 16 17 -19 -20 -21 -22 -23 -24
leaf_value=0.011204703866332389 -0.0067545846748093248 -0.0026149019868315789 -0.0037359997838457698 0.0088988289453889435 0.0019041329962942084 0.0076541525238927087 -0.00069012708357366265 -0.0092033072086853511 0.0031214685893168818 0.012111515146889079 0.0085278352938736434 0.0056652267308285129 0.0041970011276796833 -0.0036752285106137102 0.0043446276508815745 0.0044733627624346552 -0.00040748970823521562 0.0050776270340440926 0.010162889136131257 0.010178435841808055 0.0020688840092158369 0.0033325332119407808 0.0019254326037488822
leaf_weight=52 61 64 53 91 90 286 56 54 53 95 101 222 52 67 82 633 184 218 62 94 95 142 88
leaf_count=52 61 64 53 91 90 286 56 54 53 95 101 222 52 67 82 633 184 218 62 94 95 142 88
internal_value=0 0.00468632 0.00364138 0.0040107 0.00356319 0.00397447 0.00211287 -0.00224868 0.00545062 0.00890425 0.00509092 0.00437855 -0.00100295 -0.00226311 0.00485823 0.00447294 0.00409798 0.00256256 0.0049835 0.00747062 0.00547313 0.00622454 -0.000483908
internal_weight=0 2727 1153 1089 998 945 422 144 1574 148 1426 278 268 216 1374 1198 1097 402 695 176 523 428 155
internal_count=2995 2727 1153 1089 998 945 422 144 1574 148 1426 278 268 216 1374 1198 1097 402 695 176 523 428 155
is_linear=0
shrinkage=0.16829


Tree=8853
num_leaves=23
num_cat=0
split_feature=3 2 30 483 159 151 3 2 51 52 12 159 158 4 4 4 12 51 52 51 12 2
split_gain=0.17903 0.107901 0.0954211 0.0924501 0.0879523 0.0858683 0.128353 0.121384 0.117892 0.0760108 0.0744417 0.0706616 0.0712723 0.0615357 0.0610313 0.0832198 0.0645528 0.0604468 0.0521485 0.044917 0.0439402 0.0257547
threshold=0.28833000000000003 0.091915000000000011 0.086220000000000019 0.098220000000000016 0.087735000000000021 0.063570000000000015 0.0098450000000000013 0.11504500000000002 -0.17370999999999998 -0.043914999999999989 0.089085000000000011 0.087410000000000015 0.10351500000000001 0.13995000000000002 0.064860000000000015 0.022635000000000006 0.092735000000000026 -0.025499999999999998 -0.069894999999999985 -0.020509999999999997 0.093185000000000004 0.086755000000000013
decision_type=2 2 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 5 -2 6 8 9 -3 -8 13 14 21 -10 15 17 -16 18 -1 -12 -19 -13
right_child=4 3 -4 -5 -6 -7 7 -9 10 -11 19 12 -14 -15 16 -17 -18 20 -20 -21 -22 -23
leaf_value=0.011930304105062803 -0.0063075323739593481 0.0067293984224404526 -0.0016895277236925214 0.0077075143419235827 0.0024213687464633479 -0.0042951649011141397 0.0055438299253858228 0.0011297865593315921 -0.0038127007986606281 0.014719830585563544 -0.0021324634014029554 -0.0031137146780998827 0.0065376907110907259 0.0016734362424785083 0.012337633193765095 -0.0017018367230768544 0.0043668796062154994 0.0041792709650280658 0.0059988347671301881 0.0026925425515039376 0.0069597247601044694 0.0016850790245348038
leaf_weight=62 76 103 66 87 57 58 52 72 152 52 64 59 59 93 67 52 52 949 138 360 197 68
leaf_count=62 76 103 66 87 57 58 52 72 152 52 64 59 59 93 67 52 52 949 138 360 197 68
internal_value=0 0.00375539 0.00456879 0.00243728 -0.00255307 0.00197972 0.00236552 0.00646959 0.00142755 0.0101491 0.00060858 0.00481239 0.00170215 -0.00172287 0.00519255 0.00487826 0.00886971 0.00513381 0.00784657 0.00196 0.00465881 -0.000530136
internal_weight=0 2862 1769 1093 133 1006 948 176 772 104 669 1703 186 245 1517 1398 119 1346 200 424 1146 127
internal_count=2995 2862 1769 1093 133 1006 948 176 772 104 669 1703 186 245 1517 1398 119 1346 200 424 1146 127
is_linear=0
shrinkage=0.16829


Tree=8854
num_leaves=14
num_cat=0
split_feature=1 1210 394 394 1453 133 2 2 41 10 123 3 1
split_gain=0.156638 0.0725933 0.0719586 0.0762201 0.0662969 0.0607626 0.0575176 0.0560334 0.0542383 0.0744635 0.0532311 0.0560021 0.0433157
threshold=0.12765500000000005 -0.08126499999999999 -0.098744999999999986 -0.08126499999999999 -0.0067199999999999994 -0.0047449999999999992 0.08400500000000001 -0.087809999999999985 0.078535000000000008 -0.00189 0.092515000000000014 0.14813000000000001 0.13842500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 6 -1 -5 -6 9 -9 11 12 -2
right_child=10 2 3 4 7 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=0.003620531244793094 -0.00037132612541250124 0.0082081579440130472 -0.0019150348840384934 0.0026405361455242556 0.0079033132052854019 0.011559665350170221 0.0095992128670192561 -0.0028449626684032181 -0.0010801341194260181 0.0031051139983559726 -0.0055509797812541084 -0.0028112306960643659 0.0060849645448812382
leaf_weight=57 61 76 88 59 62 54 81 61 99 2090 57 94 56
leaf_count=57 61 76 88 59 62 54 81 61 99 2090 57 94 56
internal_value=0 0.0032724 0.00309237 0.00293859 0.00311352 0.007499 0.00667946 0.00289681 0.00275805 0.00293554 -0.000986384 0.000238191 0.00270351
internal_weight=0 2727 2616 2540 2452 111 140 2312 2250 2151 268 211 117
internal_count=2995 2727 2616 2540 2452 111 140 2312 2250 2151 268 211 117
is_linear=0
shrinkage=0.16829


Tree=8855
num_leaves=11
num_cat=0
split_feature=41 2 403 11 0 3 3 3 403 401
split_gain=0.105151 0.104802 0.0927635 0.0896269 0.0851348 0.0897763 0.076371 0.109649 0.0709821 0.0417649
threshold=0.07677500000000001 0.097005000000000022 -0.5407249999999999 0.094855000000000009 0.098975000000000021 -0.10067 0.41110500000000005 0.28833000000000003 -0.52399499999999988 0.083660000000000026
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 7 8 -4 -10
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11
leaf_value=0.0083005526534682857 0.010629964073574527 0.0015765447312336076 -0.003684388280136243 0.0092185783426128702 0.001707059992312215 -0.0074824654765945787 0.0084110829948880941 -0.0051986078657705707 0.0022946852467568778 0.00470170520366134
leaf_weight=75 91 61 53 52 71 52 58 55 2106 228
leaf_count=75 91 61 53 52 71 52 58 55 2106 228
internal_value=0 0.0070085 0.00245413 0.00228954 0.00215149 -0.00216334 0.0023645 0.00222015 0.00239184 0.00253059
internal_weight=0 152 2750 2675 2623 123 2500 2442 2387 2334
internal_count=2902 152 2750 2675 2623 123 2500 2442 2387 2334
is_linear=0
shrinkage=0.16829


Tree=8856
num_leaves=21
num_cat=0
split_feature=4 3 39 2 3 42 3 4 4 15 4 4 4 42 150 42 160 16 2 52
split_gain=7.89821 2.77783 1.89865 0.692671 0.440979 0.377987 0.316902 0.261905 0.236711 0.278542 0.230547 0.218267 0.241206 0.217878 0.196183 0.147469 0.120127 0.0791351 0.0477676 0.0303166
threshold=0.31392000000000003 0.18595000000000003 0.084720000000000004 0.10523 -0.082634999999999986 -1.0000000180025095e-35 -0.14186499999999996 0.42642000000000008 -0.048309999999999992 -0.043134999999999993 0.51367000000000018 0.053330000000000009 0.065755000000000008 0.087525000000000006 0.10760500000000002 0.079890000000000017 -0.082244999999999985 0.057265000000000003 0.11263500000000001 0.047800000000000009
decision_type=2 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 -4 15 -6 17 18 -9 14 -13 -7 16 -1 -8 -5 -10 -14
right_child=4 -3 5 8 7 13 11 10 9 -11 -12 12 19 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.001214746691760803 0.00074377958907036927 0.00047186462225116017 0.001025223567502872 0.0012029123391374109 0.00028296201686792453 0.00058570979835536512 0.0012188146607505935 0.00067245078114832257 0.00091113762661333079 0.00070960978391713839 0.00041885227187842591 0.0008533950999491585 0.0010644050169977136 0.0008569171554600538 0.00095414897616027852 0.0014442461041209659 0.0011468499909534739 0.0010326908993225073 0.0010431737812365127 0.0011749889575045369
leaf_weight=76 77 78 53 52 69 82 340 69 55 53 93 57 77 55 53 56 1274 86 88 59
leaf_count=76 77 78 53 52 69 82 340 69 55 53 93 57 77 55 53 56 1274 86 88 59
internal_value=0 0.00108594 0.00110496 0.00113091 0.000526797 0.000787189 0.00115433 0.000454317 0.000991093 0.000916284 0.000527084 0.0011431 0.00103626 0.000694846 0.00115544 0.00131238 0.00116203 0.00109709 0.000992637 0.00111264
internal_weight=0 2594 2516 2326 308 190 1992 231 334 196 162 1860 193 137 1667 132 1614 138 143 136
internal_count=2902 2594 2516 2326 308 190 1992 231 334 196 162 1860 193 137 1667 132 1614 138 143 136
is_linear=0
shrinkage=0.0032998


Tree=8857
num_leaves=33
num_cat=0
split_feature=1 2 2 155 47 14 48 1 2 39 39 2 155 1 43 43 160 2 14 39 1 43 1 43 2 43 1 133 2 43 133 150
split_gain=22.3516 2.08574 1.49867 1.10527 0.903053 0.719025 0.645081 0.635582 0.44787 0.39226 0.312579 0.577663 0.249578 0.445996 0.248437 0.223217 0.175106 0.165803 0.161827 0.145488 0.140717 0.126603 0.114618 0.0925768 0.154427 0.0845321 0.0762389 0.0626038 0.0548742 0.0544186 0.0809799 0.0426319
threshold=0.10509 0.17990500000000001 0.099345000000000017 0.086425000000000016 0.10664500000000002 0.073890000000000011 0.11466000000000001 0.092845000000000025 0.089505000000000015 0.0039300000000000003 0.088025000000000006 1.0000000180025095e-35 0.088740000000000013 0.081315000000000012 -0.11366999999999998 -0.078949999999999979 0.0065900000000000012 0.072175000000000017 -0.13131999999999996 0.10519000000000002 0.079225000000000004 -0.0046399999999999992 0.086665000000000006 0.10019000000000002 0.093470000000000011 -0.073404999999999984 0.096035000000000023 -0.0078599999999999972 0.085730000000000015 -0.06538999999999999 0.035950000000000003 0.094620000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 10 7 -6 8 14 12 11 -2 13 16 28 -9 25 22 -13 -12 -19 29 -16 24 -23 -4 -17 -27 -1 30 -10 -20
right_child=1 -3 9 -5 6 -7 -8 15 21 -11 19 18 -14 -15 17 26 -18 20 31 -21 -22 23 -24 -25 -26 27 -28 -29 -30 -31 -32 -33
leaf_value=0.001192976361502468 0.00086146293435658723 3.7866656423412357e-05 0.001268295404023157 0.0011500452163019862 0.0011149346846523122 0.0016780032889993869 0.00063292236059030453 0.0010197806652109335 0.0011985024818661806 0.00090111424632912285 0.00032306734922364714 0.0006866679050047999 0.0013862603533528937 0.00090996906090261829 0.0012271881359627486 0.0013578099630903676 0.0013742865980753021 0.001458387617689077 0.00051956006465102007 0.00055473229430999451 0.0016381250721243404 0.0010369582116026438 0.0014083618385390192 0.0013326317527991177 0.0012927321688698064 0.0012075224380405836 0.0011909657592549608 0.0010571238157453377 0.0013519739791429742 0.0014261784443867402 0.0013544308754154025 0.0003957259412631625
leaf_weight=52 84 58 76 53 67 86 56 61 52 53 65 53 71 61 52 59 67 639 79 56 55 52 193 67 56 61 75 75 57 81 175 55
leaf_count=52 84 58 76 53 67 86 56 61 52 53 65 53 71 61 52 59 67 639 79 56 55 52 193 67 56 61 75 75 57 81 175 55
internal_value=0 0.00063457 0.00133876 0.000695439 0.000648586 0.00138172 0.000895768 0.00136694 0.00138967 0.00117094 0.000570936 0.000633477 0.00120564 0.00116782 0.00142835 0.00118826 0.00122407 0.00144594 0.000530877 0.000430575 0.00147268 0.00130568 0.00137005 0.00123241 0.00116991 0.00117643 0.00126469 0.00112484 0.00127645 0.0013472 0.00131887 0.000468996
internal_weight=0 626 2276 568 515 1812 123 1726 1531 464 392 271 411 340 1048 195 279 939 187 121 694 483 245 175 108 212 134 136 109 308 227 134
internal_count=2902 626 2276 568 515 1812 123 1726 1531 464 392 271 411 340 1048 195 279 939 187 121 694 483 245 175 108 212 134 136 109 308 227 134
is_linear=0
shrinkage=0.0032998


Tree=8858
num_leaves=13
num_cat=0
split_feature=11 12 3 106 3 48 14 3 399 481 1453 52
split_gain=0.07335 0.115319 0.0840945 0.0672661 0.0686486 0.0766823 0.0594804 0.0773142 0.0767909 0.0620404 0.0553807 0.020099
threshold=1.0000000180025095e-35 0.098785000000000012 -0.15755 0.085275000000000004 0.28833000000000003 0.087365000000000012 -1.0000000180025095e-35 -0.14719499999999996 0.085965000000000014 -0.085424999999999987 -0.040249999999999987 0.087005000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 -1 -8 9 -9 -11 -10
right_child=1 -3 -4 -5 5 -7 7 8 11 10 -12 -13
leaf_value=0.0083116762774369229 0.0058746248128622672 0.00080228158315038818 0.01372578140681118 -0.0019153018599217151 0.003672182152060572 -0.0049399316733433835 -0.0024491868714391087 0.007899038770255204 0.006262861370848671 -0.00027641790537813698 0.0037833782415296097 0.010547581789218798
leaf_weight=90 89 63 70 58 67 52 53 100 87 99 2022 52
leaf_count=90 89 63 70 58 67 52 53 100 87 99 2022 52
internal_value=0 0.00692695 0.00934241 0.00373283 0.00385846 -7.59972e-05 0.00404623 0.00388639 0.00402943 0.00378772 0.00359304 0.0078787
internal_weight=0 222 159 2680 2622 119 2503 2413 2360 2221 2121 139
internal_count=2902 222 159 2680 2622 119 2503 2413 2360 2221 2121 139
is_linear=0
shrinkage=0.16829


Tree=8859
num_leaves=25
num_cat=0
split_feature=10 33 4 51 147 16 16 13 401 13 13 3 2 2 130 48 123 123 160 160 2 13 16 1213
split_gain=0.0878224 0.0847723 0.0727193 0.173597 0.0816599 0.0782957 0.120713 0.0866447 0.100074 0.0888892 0.084645 0.0633068 0.063115 0.102156 0.0578583 0.0646217 0.0640811 0.0580256 0.0661502 0.045315 0.0321675 0.0286256 0.0282654 0.00988174
threshold=-0.00189 0.075230000000000019 -0.033649999999999992 0.10446500000000002 0.088815000000000019 -0.008454999999999999 -0.019749999999999993 -0.084184999999999996 0.080710000000000018 -0.071564999999999976 -0.052124999999999998 -0.0063699999999999989 0.084395000000000012 0.095195000000000016 0.10453000000000001 0.10145000000000001 0.092740000000000017 0.084425000000000014 -0.10994 -0.077034999999999978 0.11366500000000002 -0.012549999999999997 0.31625000000000009 -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 2 2 2
left_child=1 21 3 5 14 6 7 8 23 -9 -11 12 -7 -14 15 16 17 18 -4 -17 -21 -1 -15 -2
right_child=2 -3 4 -5 -6 11 -8 9 -10 10 -12 -13 13 22 -16 19 -18 -19 -20 20 -22 -23 -24 -25
leaf_value=-0.00054921837626410351 -0.0038983223653795539 0.0046744151896417046 0.00079679856937723962 0.012201684304720109 -0.0022879384023601497 -0.0026050743691965056 0.012770544122140005 0.011398097816433727 0.0058390849471818664 -0.00038592978078384125 0.0055302301244955065 0.0062576167867952354 0.0070539028953873926 -0.0028101580876104073 -0.0018570051646344455 0.0043261426525587534 0.0092567380302825703 -0.0017111279969146387 0.0043938683512329147 -0.0044118798209142676 0.0011754806198578146 -0.0061477193706687598 0.0018500484565635003 -0.00057055396824209469
leaf_weight=53 52 58 178 77 87 96 52 62 74 80 454 82 88 65 65 52 57 58 807 59 57 52 85 52
leaf_count=53 52 58 178 77 87 96 52 62 74 80 454 82 88 65 65 52 57 58 807 59 57 52 85 52
internal_value=0 -0.000476527 0.00353471 0.00443655 0.00269576 0.00395369 0.00490352 0.00437267 0.00110178 0.00534653 0.00464055 0.0020634 0.0010283 0.00250142 0.00302237 0.00327392 0.00374352 0.0034405 0.00374566 0.000188458 -0.00165088 -0.00333892 -0.000157397 -0.00225171
internal_weight=0 163 2739 1319 1420 1242 826 774 178 596 534 416 334 238 1333 1268 1100 1043 985 168 116 105 150 104
internal_count=2902 163 2739 1319 1420 1242 826 774 178 596 534 416 334 238 1333 1268 1100 1043 985 168 116 105 150 104
is_linear=0
shrinkage=0.16829


Tree=8860
num_leaves=23
num_cat=0
split_feature=3 3 2 124 2 49 2 49 3 15 3 14 3 52 481 42 2 2 3 2 16 13
split_gain=3.48012 1.36328 0.652907 0.514069 0.515774 0.255364 0.251654 0.251337 0.295244 0.170185 0.170233 0.157252 0.274091 0.282186 0.125625 0.154716 0.119103 0.308339 0.107403 0.0845546 0.0775156 0.0613064
threshold=-0.046079999999999989 0.3148450000000001 0.123795 -0.048219999999999992 0.10406500000000002 0.088365000000000013 0.072175000000000017 -0.048359999999999993 -0.088484999999999994 -1.0000000180025095e-35 0.091085000000000013 0.05884000000000001 -0.12077499999999998 -0.23682999999999996 -0.084999999999999992 0.091330000000000008 -1.0000000180025095e-35 0.10773000000000001 0.09722500000000002 0.091235000000000024 -0.010749999999999997 -0.05461499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 16 6 18 -5 8 -1 10 -8 12 13 -9 -14 19 -2 -18 -6 -16 -15 -17
right_child=1 -3 -4 4 5 -7 9 11 -10 -11 -12 -13 14 20 15 21 17 -19 -20 -21 -22 -23
leaf_value=0.00040237416146085125 0.0002494344684562659 7.1431101773706895e-05 0.00042574247915138296 0.0004805813177763604 0.00023474357831183168 0.00060418688410200476 0.00075638693051819533 0.00076343727829304632 0.00069493039696681593 0.00083235604574289723 0.00049122455873403794 0.0008683143705450788 0.00060707948706910625 0.00056800695075834827 0.00076762812395053377 0.00069723373452870718 0.00058592647446946379 0.00023645079730856851 0.00041963463014274538 0.00069769951215691917 0.00039476046647539506 0.00059400683298451741
leaf_weight=63 83 98 95 72 54 64 55 66 96 77 53 74 97 67 884 334 57 54 99 257 52 84
leaf_count=63 83 98 95 72 54 64 55 66 96 77 53 74 97 67 884 334 57 54 99 257 52 84
internal_value=0 0.000435299 0.000694179 0.000488628 0.000547318 0.00042838 0.000647608 0.000706457 0.000579233 0.000712422 0.000626587 0.000717002 0.000710901 0.000589413 0.000724452 0.000731732 0.00034505 0.000416229 0.000354609 0.000751908 0.000492599 0.000676574
internal_weight=0 766 2169 668 474 217 257 2074 159 185 108 1915 1841 185 1656 1559 194 111 153 1141 119 418
internal_count=2935 766 2169 668 474 217 257 2074 159 185 108 1915 1841 185 1656 1559 194 111 153 1141 119 418
is_linear=0
shrinkage=0.0032998


Tree=8861
num_leaves=24
num_cat=0
split_feature=1 1 12 12 12 13 12 3 16 1 1 151 42 12 1 12 3 13 11 16 42 12 3
split_gain=5.24058 1.12493 0.730593 0.473804 0.279774 0.238672 0.249297 0.213377 0.218489 0.178048 0.172941 0.167281 0.137909 0.135075 0.133073 0.113471 0.116038 0.112655 0.111928 0.102204 0.0995217 0.0605808 0.0513562
threshold=0.10398500000000001 0.12988000000000002 0.087255000000000013 0.023990000000000004 0.11755500000000001 -0.0042049999999999995 -0.063029999999999989 -0.15755 0.18879500000000002 0.08864000000000001 0.089245000000000005 -0.00016499999999999997 0.083825000000000024 0.092995000000000008 0.078705000000000011 0.083310000000000009 -0.095259999999999997 -0.090069999999999983 0.089795000000000014 -0.026479999999999997 0.09087000000000002 0.090745000000000006 0.0035100000000000005
decision_type=2 2 2 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 9 7 6 -3 -5 10 14 15 -11 -12 -10 -1 -9 -17 -2 20 22 -4 -14 -19
right_child=1 5 18 4 -6 -7 -8 8 13 11 12 -13 21 -15 -16 16 -18 19 -20 -21 -22 -23 -24
leaf_value=0.00064913473461742049 0.00029251439470244874 0.00028265722129913956 0.00085121268071872288 0.0009811905005511904 0.00059074041576607443 0.00040181273012859 1.0665816510952727e-06 0.00097402959346348458 0.00079594707153226414 0.00045933138978767533 0.00059639117031646215 0.00067823856994074527 0.00067796095559528619 0.00060734315992001862 0.00082798998004855143 0.00073762543860523481 0.00083247725964840996 0.00046335789992660135 0.0005747444504894027 0.0003875607124326507 0.00066338156866868083 0.00081482261977213366 0.00061491378722219403
leaf_weight=98 52 98 66 75 69 87 53 57 74 69 64 89 53 101 90 169 1121 52 52 95 63 136 52
leaf_count=98 52 98 66 75 69 87 53 57 74 69 64 89 53 101 90 169 1121 52 52 95 63 136 52
internal_value=0 0.000446255 0.000546691 0.000778607 0.000798964 0.000263803 0.000184054 0.000806711 0.000799319 0.000665599 0.000811549 0.000582863 0.000731175 0.000687297 0.000734944 0.000826619 0.000820078 0.000431095 0.000706797 0.00046713 0.000759754 0.00077663 0.000539475
internal_weight=0 670 432 2265 1919 238 151 1850 1775 346 1600 158 253 175 188 1347 1290 251 181 199 129 189 104
internal_count=2935 670 432 2265 1919 238 151 1850 1775 346 1600 158 253 175 188 1347 1290 251 181 199 129 189 104
is_linear=0
shrinkage=0.0032998


Tree=8862
num_leaves=16
num_cat=0
split_feature=34 15 0 16 11 30 41 2 0 51 2 2 0 0 0
split_gain=0.142294 0.112479 0.103632 0.262722 0.148104 0.0990366 0.0807138 0.0781479 0.105378 0.0630571 0.115665 0.0912901 0.126988 0.0752524 0.0586645
threshold=-0.08569499999999998 0.14927500000000002 -0.10934999999999999 -0.0092499999999999978 0.093845000000000026 0.085915000000000019 0.078150000000000011 0.11366500000000002 -0.099244999999999986 0.078960000000000016 0.091570000000000012 0.11523000000000001 -0.15445999999999996 -0.13409999999999997 -0.067434999999999981
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 7 8 -4 11 -11 12 -2 -14 -9
right_child=1 -3 4 -5 -6 -7 -8 14 -10 10 -12 -13 13 -15 -16
leaf_value=-0.0049488637406710943 0.012071805825081796 -0.0029708630327286122 0.011104981776365298 -0.0070598371175126995 -0.0048988022788978292 -0.0030694435434818782 0.010297545147803355 -0.0024628570164906675 0.0042913060575249977 -0.0058787756997025434 0.0050353728670238422 -6.9581632361937333e-05 -0.001387827301710443 0.0068666356600587839 0.003103424221952773
leaf_weight=60 72 78 67 88 52 52 63 78 1831 54 56 88 56 70 170
leaf_count=60 72 78 67 88 52 52 63 78 1831 54 56 88 56 70 170
internal_value=0 0.00332008 0.00349616 0.00125137 0.00396511 0.00416976 0.00434098 0.00416528 0.00453278 0.00310284 -0.000306149 0.00442027 0.00642483 0.00318373 0.00134549
internal_weight=0 2875 2797 484 2313 2261 2209 2146 1898 396 110 286 198 126 248
internal_count=2935 2875 2797 484 2313 2261 2209 2146 1898 396 110 286 198 126 248
is_linear=0
shrinkage=0.16829


Tree=8863
num_leaves=30
num_cat=0
split_feature=12 3 12 123 47 3 12 124 10 3 0 0 0 48 0 3 0 3 159 0 12 13 43 0 0 0 474 1446 13
split_gain=7.29123 1.9468 1.93641 0.803732 0.424659 0.378212 0.332738 0.318967 0.304276 0.292955 0.201702 0.540333 0.187808 0.173716 0.171023 0.167678 0.385497 0.143956 0.173683 0.0946127 0.0825173 0.171351 0.119645 0.0581278 0.14086 0.0801669 0.0646891 0.0398731 0.0344066
threshold=0.056995000000000011 0.30863500000000005 0.14472000000000004 0.088610000000000008 0.077735000000000012 0.11745500000000002 0.087695000000000009 -0.059944999999999991 -0.00189 -0.14884499999999998 -0.046614999999999997 0.11737000000000002 -0.10998999999999999 0.095425000000000024 -0.096849999999999978 -0.016294999999999994 -0.13409999999999997 -0.10859999999999999 -0.26632999999999996 -0.084154999999999994 0.096675000000000025 -0.070004999999999998 -0.10561 -0.083694999999999978 -0.082174999999999984 -0.080064999999999983 0.085165000000000018 0.083705000000000016 -0.077614999999999976
decision_type=2 2 2 2 2 2 2 2 2 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 8 9 -5 -1 -2 17 -12 -3 -6 -11 -10 -17 19 28 -8 22 -22 -20 26 -25 -26 27 -16 -19
right_child=2 12 -4 7 13 -7 10 -9 15 14 11 -13 -14 -15 23 16 -18 18 20 -21 21 -23 -24 24 25 -27 -28 -29 -30
leaf_value=0.00059687701567622193 0.0013903888984998147 0.00045055376382228778 0.00049962725200687294 0.00036269257056454398 0.0011406632923331569 0.0005431487079296792 0.0012678029400912828 0.00071070189625915391 0.0007438693091997902 0.00097002074187297726 0.00071322748258575031 0.0011406682134856149 0.00017864624557583974 0.00087948469659484619 0.0011560449588444244 0.00079884332142321729 0.0010674748996830437 0.0012792830703641797 0.00093583821746588789 0.0010823418879374414 0.00087577170708000719 0.0010647792280704181 0.0011021503062501213 0.00097980848308842146 0.0012715483101056904 0.0010847911895165751 0.0013039180934413823 0.0012596976287346058 0.0011468871514072956
leaf_weight=52 62 58 58 57 63 57 86 59 86 55 57 76 54 53 308 135 105 52 54 52 70 241 653 60 58 52 52 57 53
leaf_count=52 62 58 58 57 63 57 86 59 86 55 57 76 54 53 308 135 105 52 54 52 70 241 653 60 58 52 52 57 53
internal_value=0 0.000722862 0.0010955 0.000790494 0.000843166 0.000795493 0.00111196 0.000540001 0.000833452 0.00117105 0.00108209 0.000957744 0.00031977 0.00102164 0.00114981 0.00087108 0.000916516 0.00109518 0.00108249 0.00119817 0.00106902 0.00102235 0.0010895 0.0011666 0.00111187 0.00118358 0.00118882 0.00117233 0.00121279
internal_weight=0 779 2156 667 551 435 2098 116 378 704 1394 133 112 116 642 326 240 1261 1123 138 1018 311 707 587 170 110 417 365 105
internal_count=2935 779 2156 667 551 435 2098 116 378 704 1394 133 112 116 642 326 240 1261 1123 138 1018 311 707 587 170 110 417 365 105
is_linear=0
shrinkage=0.0032998


Tree=8864
num_leaves=27
num_cat=0
split_feature=12 12 123 3 13 16 16 47 15 12 157 15 15 16 42 1212 16 481 1446 12 12 157 50 42 13 12
split_gain=3.01096 1.09492 0.344399 0.374732 0.269259 0.260556 0.387387 0.15889 0.160433 0.156217 0.16032 0.208442 0.136559 0.133436 0.119813 0.300633 0.109291 0.089221 0.0891658 0.096595 0.0881025 0.0801726 0.0753974 0.0740772 0.0715506 0.0469655
threshold=0.023990000000000004 0.14523000000000003 0.088610000000000008 0.11745500000000002 -0.15325499999999995 0.25032500000000008 -0.0094449999999999968 0.077735000000000012 -0.094839999999999994 0.090285000000000018 -0.027089999999999996 -0.052984999999999997 -0.063834999999999989 1.0000000180025095e-35 0.088185000000000013 0.040035000000000008 -0.0069549999999999985 -1.0000000180025095e-35 0.083705000000000016 0.083335000000000006 -0.081654999999999991 -0.079269999999999993 -1.0000000180025095e-35 -0.097789999999999988 -0.36115499999999995 0.088325000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 5 -2 6 7 8 -1 14 11 -11 24 -8 18 16 25 -12 19 -6 -4 -21 -19 -24 -5 -16
right_child=1 -3 20 12 9 -7 13 -9 -10 10 17 -13 -14 -15 15 -17 -18 22 -20 21 -22 -23 23 -25 -26 -27
leaf_value=0.000352150331183454 0.00042865843907884972 0.00013870843760152541 0.00030428257251882728 0.00025767003385852611 0.00079734159226543886 0.00064513568531185557 0.00015895471085568155 0.00064244356560241378 0.0005388872357645363 0.00058194367078945395 0.00045109445716957355 0.00086629064400237544 0.00013726276485433219 0.00036630529394386982 0.00077023195965084449 0.00036436963997840579 0.00052214171908117151 0.00046688379048202432 0.00077636646846782856 0.00073320815488473899 0.00013229610765269807 0.00063177253540730276 0.00070033150257694881 0.00058481134378353991 0.00042289292067787358 0.00063180632224599676
leaf_weight=103 82 54 60 66 53 62 63 58 101 64 59 52 60 75 64 53 52 56 82 106 73 566 70 694 53 54
leaf_count=103 82 54 60 66 53 62 63 58 101 64 59 52 60 75 64 53 52 56 82 106 73 566 70 694 53 54
internal_value=0 0.000603518 0.000363525 0.000395294 0.000615414 0.00044507 0.000413972 0.000488669 0.000444776 0.000622959 0.000593075 0.000709713 0.000266624 0.000271901 0.000651793 0.000582875 0.00065079 0.000577643 0.000670793 0.000658804 0.000210149 0.000647825 0.000586705 0.000595442 0.000331553 0.000707183
internal_weight=0 2161 774 641 2107 462 400 262 204 2025 995 116 179 138 1030 223 170 879 807 725 133 672 820 764 119 118
internal_count=2935 2161 774 641 2107 462 400 262 204 2025 995 116 179 138 1030 223 170 879 807 725 133 672 820 764 119 118
is_linear=0
shrinkage=0.0032998


Tree=8865
num_leaves=33
num_cat=0
split_feature=1 3 3 123 47 1 1 1 3 12 12 12 0 43 133 0 12 1 3 3 1 43 133 150 0 43 43 3 0 1213 403 12
split_gain=5.69607 1.01373 0.427856 0.362575 0.439774 0.279744 0.278374 0.278092 0.240818 0.227145 0.279626 0.1919 0.17684 0.372023 0.206674 0.172254 0.155261 0.134116 0.125267 0.142549 0.109727 0.105197 0.101201 0.0833525 0.0716081 0.0693615 0.0704939 0.0654537 0.0631429 0.0333321 0.0232202 0.0207844
threshold=0.10398500000000001 -0.063264999999999988 -0.066229999999999997 0.089455000000000021 0.096770000000000009 0.13752500000000004 0.087480000000000016 1.0000000180025095e-35 0.0025650000000000004 0.10595000000000002 0.091495000000000007 -0.0089849999999999982 -0.067664999999999989 -0.083479999999999985 -0.0081099999999999974 -0.099704999999999974 0.089685000000000015 0.11392000000000001 -0.005644999999999999 -0.054399999999999997 0.077690000000000023 -0.0060749999999999997 0.058050000000000011 0.088040000000000021 -0.091234999999999983 -0.025879999999999997 -0.08237499999999999 -0.082634999999999986 -0.082844999999999988 -0.091529999999999986 -0.085589999999999986 0.092855000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 12 4 5 8 7 18 -3 10 -2 -8 14 -14 16 -13 24 -12 19 -4 -15 25 -23 -10 -1 26 27 -16 -28 -26 -31 -18
right_child=1 3 6 -5 -6 -7 11 -9 23 -11 17 15 13 20 21 -17 31 -19 -20 -21 -22 22 -24 -25 29 -27 28 -29 -30 30 -32 -33
leaf_value=0.00078781697268879875 0.00045135001735604785 0.00022878620294232129 0.00059932417383311504 0.0001186785904417815 0.00063057628281852217 0.00014729783158952064 0.00041940368505269762 0.00089843352743138082 0.00055414172234560062 0.00040187174943251457 0.00086174082109905783 0.0005133806509096824 0.00046826119056139613 0.00070201274181374597 0.00077237433123331773 0.00077772094706141191 0.00072532577145427045 0.0006268823256581034 0.00053966721505364608 0.00081663066671565344 0.00089401161252387841 0.00058376189469422878 0.00076065305793101071 0.00037107807555829096 0.0008396166790838374 0.00086825027994060964 0.00068343715186532236 0.00088267218415247607 0.00077283782170389553 0.00086994198619166029 0.00095660181386268814 0.00080114113878200803
leaf_weight=76 57 76 62 91 53 88 69 75 61 60 52 56 63 91 400 54 100 58 65 75 54 72 75 52 70 79 190 75 180 61 139 95
leaf_count=76 57 76 62 91 53 88 69 75 61 60 52 56 63 91 400 54 100 58 65 75 54 72 75 52 70 79 190 75 180 61 139 95
internal_value=0 0.000399684 0.000750481 0.00030367 0.000354576 0.00030164 0.000659567 0.000725531 0.000373317 0.000577598 0.000640522 0.000557294 0.00077324 0.000681398 0.000785069 0.000643468 0.00083826 0.000738227 0.00066116 0.000718545 0.000773759 0.000758167 0.000674252 0.000470212 0.000880887 0.000771479 0.00076239 0.000789864 0.000727025 0.000906955 0.000930347 0.000762442
internal_weight=0 648 2276 421 330 277 456 277 189 227 167 179 1820 208 1612 110 541 110 202 137 145 1071 147 113 346 924 845 475 370 270 200 195
internal_count=2924 648 2276 421 330 277 456 277 189 227 167 179 1820 208 1612 110 541 110 202 137 145 1071 147 113 346 924 845 475 370 270 200 195
is_linear=0
shrinkage=0.0032998


Tree=8866
num_leaves=24
num_cat=0
split_feature=2 9 0 15 15 403 42 51 0 130 0 15 1453 1455 1212 42 0 43 15 13 13 2 12
split_gain=0.23264 0.198893 0.139946 0.121346 0.109988 0.106499 0.199058 0.0922814 0.0920699 0.0810045 0.0801339 0.132589 0.065452 0.0768689 0.0642547 0.0777612 0.0678407 0.0637292 0.0794859 0.073372 0.0634463 0.0548162 0.0216641
threshold=0.11891500000000001 0.083710000000000021 -0.084114999999999981 0.039965000000000007 -0.22805999999999996 -0.080719999999999986 -0.042674999999999991 -0.091829999999999981 -0.084044999999999995 -0.0009549999999999999 -0.071749999999999994 0.095330000000000012 -0.077554999999999985 0.083055000000000018 0.091255000000000017 -0.09361499999999999 -0.082134999999999986 -0.072829999999999992 0.087010000000000018 -0.087074999999999986 -0.0073899999999999999 0.11218000000000002 0.084885000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -2 6 -1 -4 17 -7 14 -12 -11 21 15 -10 -17 -5 22 -20 -9 -14 -19
right_child=2 -3 7 8 -6 9 -8 20 10 12 11 -13 13 -15 -16 16 -18 18 19 -21 -22 -23 -24
leaf_value=0.0058889695377168857 0.0013657476728569202 -0.0028230920478382856 -0.0032287240609438833 0.0030341268905703491 -0.0086866780870136912 0.010782316293023468 -0.0085052202992314703 0.0017045605374789747 0.0092167487204006041 0.0098129021524726561 0.015576389158212573 0.0051089037650187139 0.0039122419775372798 -0.00117334866599803 0.0083405902779346407 -0.0014749433003264222 0.0037969980589060595 0.0041087808603230674 0.0079409687276639773 0.01510923238160925 0.0082582866006530864 0.0078538938515816496 0.0082320599732431474
leaf_weight=57 54 93 56 52 71 56 52 95 56 57 52 103 1020 77 90 92 273 59 73 95 76 112 103
leaf_count=57 54 93 56 52 71 56 52 95 56 57 52 103 1020 77 90 92 273 59 73 95 76 112 103
internal_value=0 0.00480512 0.000186792 0.00509202 -0.00432966 0.004081 -0.000961501 0.00268174 0.0064708 0.00449812 0.00526915 0.00863217 0.00421873 0.00395349 0.00424554 0.00336585 0.00246326 0.00856112 0.0094266 0.0120051 0.00462783 0.00430382 0.00674146
internal_weight=0 2572 352 2479 125 1431 109 227 1048 1322 666 155 1266 1209 511 421 365 382 330 168 171 1132 162
internal_count=2924 2572 352 2479 125 1431 109 227 1048 1322 666 155 1266 1209 511 421 365 382 330 168 171 1132 162
is_linear=0
shrinkage=0.16829


Tree=8867
num_leaves=27
num_cat=0
split_feature=4 15 48 150 159 159 16 1 1 51 52 42 1 48 16 4 12 1208 42 42 39 4 12 1 12 15
split_gain=0.234193 0.166224 0.103297 0.121524 0.0903406 0.139582 0.0749772 0.0867523 0.120885 0.0689984 0.0764994 0.0936692 0.0965058 0.0678036 0.154516 0.109084 0.0773516 0.0684927 0.103507 0.103093 0.0586971 0.042304 0.0382538 0.0175594 0.0140605 0.0131649
threshold=-0.0040999999999999986 -0.095244999999999982 -1.0000000180025095e-35 0.088135000000000005 0.08894500000000001 0.10323000000000002 -0.53342999999999996 0.10711500000000002 0.13831000000000002 -0.40775499999999992 1.0000000180025095e-35 0.086700000000000013 0.083670000000000008 0.09117500000000002 0.13995000000000002 -0.50946499999999995 -0.067899999999999988 0.10128000000000001 0.109255 0.08511500000000001 0.088585000000000011 0.0072100000000000003 0.056995000000000011 0.08413000000000001 0.09696500000000001 -0.063834999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 6 -3 9 13 -6 -2 21 20 -4 11 12 -11 15 -15 -1 -17 18 19 -18 -9 -8 -23 -7 -20 -12
right_child=1 2 3 -5 5 23 7 8 -10 10 25 -13 -14 14 -16 16 17 -19 24 -21 -22 22 -24 -25 -26 -27
leaf_value=0.012552336533113715 0.0095662845293911242 -0.0061943351697414037 0.0032797000787862479 0.0065663148865702514 -0.0062910945843658748 0.0021850398051080767 0.0092078218537740529 0.00044346922900061344 0.005675652342833272 0.0022136259930194782 0.0029242622736001473 -0.0095599888293667647 -0.0069347566431370872 0.0059914670375574141 -0.0050825232849914847 0.011308314586131374 0.0037840369374418166 0.010644688168872891 -0.0022867146310204889 0.0068810348668655779 -0.0066028301796009067 0.00089427082297239299 0.0066042703909746361 0.006341613095559126 0.0015660253519817404 -0.00050908048961072249
leaf_weight=58 57 76 96 78 52 63 64 87 89 80 69 59 55 90 59 55 758 56 55 514 54 64 71 56 52 57
leaf_count=58 57 76 96 78 52 63 64 87 89 80 69 59 55 90 59 55 758 56 55 514 54 64 71 56 52 57
internal_value=0 0.00153003 -0.000416761 0.00046846 0.00466858 0.000968719 0.003817 0.00304893 0.000813748 -0.000670569 -0.00186126 -0.00396062 -0.00150018 0.00504034 0.00159441 0.00537086 0.00509011 0.00485053 0.00461393 0.00503691 -0.00224237 0.00562327 0.00391062 0.00415617 -0.000397565 0.00135682
internal_weight=0 1056 570 494 1868 171 486 429 230 416 320 194 135 1697 149 1548 1490 1435 1379 1272 141 199 135 119 107 126
internal_count=2924 1056 570 494 1868 171 486 429 230 416 320 194 135 1697 149 1548 1490 1435 1379 1272 141 199 135 119 107 126
is_linear=0
shrinkage=0.16829


Tree=8868
num_leaves=25
num_cat=0
split_feature=1 3 1 3 0 11 0 1456 160 51 10 0 159 0 0 150 3 1213 1455 0 0 0 1456 0
split_gain=5.46448 0.909347 0.396266 0.370182 0.250169 0.225795 0.175151 0.163262 0.157627 0.150128 0.146632 0.150395 0.100049 0.0993892 0.100356 0.0898578 0.0807431 0.0747558 0.0691141 0.0900754 0.0582304 0.0530241 0.0457665 0.0176671
threshold=0.10398500000000001 -0.063264999999999988 0.11690500000000002 -0.074084999999999998 -0.060094999999999989 0.089795000000000014 -0.014989999999999998 -0.077489999999999989 -0.39261999999999991 0.086950000000000013 -0.0034499999999999995 -0.083804999999999977 0.081975000000000006 -0.14920999999999998 -0.10594499999999998 0.075065000000000007 -0.12711499999999995 -0.011799999999999998 0.083055000000000018 -0.079119999999999982 -0.095724999999999991 -0.071379999999999985 0.086010000000000017 -0.074309999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 15 4 13 6 23 -5 -9 12 -4 -12 17 -1 -15 -3 -6 -10 19 22 -19 -21 -16 -2
right_child=1 2 10 7 16 -7 -8 8 9 -11 11 -13 -14 14 18 -17 -18 20 -20 21 -22 -23 -24 -25
leaf_value=0.00093425561576444697 0.00065593745755692984 0.00052768546249356446 0.00011903744759026077 0.00085929498673324657 0.00057896413271067541 0.00039189240214119743 0.00047609126838866892 0.00082057299778191296 0.00076056233345211759 0.00049075717046953571 0.00020043747226435819 0.00038346359604226655 0.00077524823895584814 0.00066718198194976204 0.0008096362312932843 0.00036097039204702132 0.0007466833290454435 0.00068193567787484951 0.00069722593227965028 0.00071696932774993551 0.00058465344136686545 0.00081419941912564114 0.00090888473529667153 0.00074631913585800861
leaf_weight=55 52 86 74 55 84 54 52 67 54 60 99 99 82 75 947 63 54 119 81 204 180 99 60 69
leaf_count=55 52 86 74 55 84 54 52 67 54 60 99 99 82 75 947 63 54 119 81 204 180 99 60 69
internal_value=0 0.000411331 0.000320375 0.00075493 0.000780747 0.000579865 0.000638335 0.000685454 0.000668378 0.000647707 0.000245167 0.000292128 0.000669274 0.000793054 0.000787733 0.000457432 0.000644849 0.000644557 0.000794207 0.000800177 0.000623489 0.000748854 0.000815585 0.000707769
internal_weight=0 648 421 2276 1659 227 173 617 562 495 272 198 435 1521 1466 149 138 353 1391 1310 299 303 1007 121
internal_count=2924 648 421 2276 1659 227 173 617 562 495 272 198 435 1521 1466 149 138 353 1391 1310 299 303 1007 121
is_linear=0
shrinkage=0.0032998


Tree=8869
num_leaves=26
num_cat=0
split_feature=2 2 2 150 13 39 3 16 13 159 3 2 2 2 482 16 16 43 43 158 16 13 2 2 16
split_gain=4.38426 1.6392 0.802279 0.430922 0.285227 0.288909 0.198998 0.179113 0.176206 0.175353 0.154181 0.205791 0.152174 0.161088 0.139968 0.120108 0.136866 0.0993138 0.0928502 0.128011 0.0561554 0.0268667 0.126991 0.0910213 0.0202885
threshold=0.11891500000000001 -1.0000000180025095e-35 0.099655000000000007 0.082085000000000019 -0.38538999999999995 0.087880000000000014 -0.068279999999999993 -0.14085499999999998 -0.08971999999999998 0.081780000000000005 -0.091034999999999991 0.14415000000000003 0.072175000000000017 0.088135000000000005 0.089950000000000016 0.25032500000000008 0.062910000000000008 -0.081694999999999976 -0.076024999999999995 0.078875000000000015 0.51165500000000008 -0.014114999999999997 0.10859000000000001 0.10697500000000001 -0.075724999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 6 8 -2 10 9 -1 -4 14 -6 -12 -8 -14 15 16 -3 -9 19 -11 21 23 -23 -10 -15
right_child=4 2 3 -5 5 -7 12 17 20 18 11 -13 13 24 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26
leaf_value=0.00031416955717897667 0.00012435945100446115 0.00081040514668194181 0.00050411353661038757 0.00039742103400458573 0.00028172835355098766 0.00020513500480813659 0.00056268859916862291 0.00040953795041398901 0.00060864841397516062 0.00052793510126945028 0.00058125460696560919 0.00032711496599672308 0.00086013354879941966 0.00061707703006965765 0.00065967358125075591 0.00068564168257201894 0.0009805296127628543 0.00060489180654268971 0.00079615124836933295 0.00074115112975118539 0.00076867252123337512 0.00073938975210862084 0.00053446152895762343 0.00080004095746146972 0.00070637116339312533
leaf_weight=83 63 1190 63 78 53 83 74 54 54 60 98 55 78 57 74 83 56 64 67 67 92 67 69 60 82
leaf_count=83 63 1190 63 78 53 83 74 54 54 60 98 55 78 57 74 83 56 64 67 67 92 67 69 60 82
internal_value=0 0.000719241 0.000743517 0.000623134 0.000326385 0.000370304 0.000774295 0.00043271 0.000666518 0.000788918 0.000436681 0.000490127 0.000693921 0.00073851 0.00080194 0.000809835 0.000818079 0.000515791 0.000694566 0.000640697 0.000696331 0.000669568 0.000635678 0.00070969 0.000670008
internal_weight=0 2572 2371 483 352 289 1888 201 405 1597 206 153 291 217 1403 1329 1246 118 194 127 342 250 136 114 139
internal_count=2924 2572 2371 483 352 289 1888 201 405 1597 206 153 291 217 1403 1329 1246 118 194 127 342 250 136 114 139
is_linear=0
shrinkage=0.0032998


Tree=8870
num_leaves=27
num_cat=0
split_feature=1 42 1453 132 4 1 13 4 4 15 133 159 42 1 15 42 133 13 43 4 43 0 1 4 13 15
split_gain=0.13899 0.167998 0.118083 0.106352 0.118422 0.202296 0.13338 0.0661047 0.109099 0.124602 0.0855318 0.067338 0.0707529 0.0757086 0.330079 0.0773608 0.0705746 0.0721724 0.057256 0.0983845 0.0526196 0.0476854 0.0384059 0.0357879 0.0416914 0.0416158
threshold=0.095435000000000006 0.11929000000000002 -0.057839999999999996 0.084790000000000018 0.51326500000000019 0.13954000000000003 0.096295000000000006 0.097095000000000015 -0.0083549999999999978 -0.0025249999999999995 0.031880000000000012 0.043570000000000005 0.10045500000000002 0.084470000000000003 0.085665000000000005 0.09112000000000002 0.41548500000000005 -0.052124999999999998 -0.064179999999999987 -0.010764999999999999 0.10751000000000001 -0.08397499999999998 0.10264000000000002 0.0072100000000000003 -0.080314999999999984 -0.080724999999999977
decision_type=2 2 2 2 2 2 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 18 8 11 20 -9 12 13 15 -15 -4 17 -14 22 -20 23 -13 -2 24 -10 -25
right_child=1 -3 7 -5 -6 -7 -8 10 9 -11 -12 21 16 14 -16 -17 -18 -19 19 -21 -22 -23 -24 25 -26 -27
leaf_value=-0.0010537391683819023 0.0046093636718975185 0.010974538341666132 0.0048774662661694151 -0.0040362301129718108 0.0082946673163023666 -0.0085277836490996514 -0.0052804802125575182 -0.0021436669039159219 0.006385782690074812 0.014632799618448499 0.0065864551107897911 0.011922760279543235 0.0053608084016716906 -0.0081213143447254488 0.0054311871197270717 -0.00038536466427096833 0.0021485980872157336 0.013826821720608571 0.0089655469939947108 0.0025012988400950767 0.001407317964665389 0.005530569572878871 -0.00046012543102418984 0.0019679128257432117 0.010925772261714694 0.0078779908587926373
leaf_weight=95 60 57 731 87 80 53 58 79 135 60 53 54 58 77 150 88 53 58 102 196 53 90 142 69 104 68
leaf_count=95 60 57 731 87 80 53 58 79 135 60 53 54 58 77 150 88 53 58 102 196 53 90 142 69 104 68
internal_value=0 0.00215053 0.00472646 0.00150173 0.00220159 0.00140086 0.00234713 0.0050047 0.00526492 0.00742615 0.001348 0.00448593 0.00407507 0.0035555 0.000826169 0.00430979 0.00728019 0.0096093 0.00323552 0.00471992 0.00641404 0.00794012 0.00103677 0.007115 0.00836886 0.0049145
internal_weight=0 835 2075 778 691 611 558 1980 1848 489 132 1359 1215 1046 227 819 169 116 500 298 429 144 202 376 239 137
internal_count=2910 835 2075 778 691 611 558 1980 1848 489 132 1359 1215 1046 227 819 169 116 500 298 429 144 202 376 239 137
is_linear=0
shrinkage=0.16829


Tree=8871
num_leaves=20
num_cat=0
split_feature=1374 1 12 48 1 151 13 3 0 0 471 1454 475 51 0 0 3 12 1
split_gain=0.0999757 0.0962591 0.0983849 0.0908922 0.099038 0.0764638 0.0634064 0.0627237 0.0876754 0.0679594 0.0667093 0.0644594 0.054427 0.052923 0.0443644 0.0531663 0.0523766 0.0363164 0.0169799
threshold=0.088460000000000011 0.092845000000000025 -0.0066799999999999993 0.11714000000000001 0.14720000000000003 -0.092954999999999982 -0.15122999999999998 -0.065134999999999985 -0.13843999999999998 -0.024974999999999997 0.08597500000000001 0.082920000000000008 -0.083344999999999989 0.10446500000000002 -0.13165999999999997 -0.17127999999999996 -0.082054999999999975 -0.086944999999999981 0.12448500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 4 6 -4 18 10 -9 -10 11 12 -7 14 15 -8 -16 -1 -3
right_child=-2 3 5 -5 -6 7 13 8 9 -11 -12 -13 -14 -15 16 -17 -18 -19 -20
leaf_value=0.0059407641103000203 -0.003465588108346726 -0.00070611335220860415 0.0083754492418460121 0.0072853837230256371 0.0084985763420314733 0.0081868987527465124 0.0017905216344507131 0.0060480749044379738 -0.004297993847762924 0.0031186541341101464 0.0096709014624109801 -0.0016505115860498325 0.0037000553978333286 0.0066386347117994718 -0.00097743008299276549 -0.0054941399614213144 0.0029159925038819271 0.012269134205629625 -0.0050319143581428749
leaf_weight=53 60 53 100 84 53 82 56 64 90 57 56 60 1341 54 135 57 350 53 52
leaf_count=53 60 53 100 84 53 82 56 64 90 57 56 60 1341 54 135 57 350 53 52
internal_value=0 0.00346128 0.00412337 0.00201068 0.00146145 0.003836 0.00096639 0.00357557 0.0008437 -0.00140993 0.00394895 0.00373167 0.00395987 0.00158625 0.00112701 -0.00186814 0.00182855 0.0091219 -0.00286553
internal_weight=0 2850 1956 894 810 1850 757 1750 211 147 1539 1483 1423 652 598 113 485 106 105
internal_count=2910 2850 1956 894 810 1850 757 1750 211 147 1539 1483 1423 652 598 113 485 106 105
is_linear=0
shrinkage=0.16829


Tree=8872
num_leaves=29
num_cat=0
split_feature=1 52 12 2 12 4 2 123 1 4 0 402 4 12 15 4 42 42 157 15 124 14 16 42 2 1211 0 42
split_gain=4.45572 0.992939 0.670239 0.410559 0.29189 0.176091 0.163422 0.160872 0.131345 0.124023 0.109621 0.100075 0.122408 0.366234 0.176363 0.111707 0.0799903 0.166428 0.0770721 0.0690886 0.0677377 0.110182 0.088174 0.0569676 0.0524851 0.0464522 0.0825554 0.0384764
threshold=0.098235000000000017 -0.40011499999999994 0.088365000000000013 0.08895500000000002 0.10682000000000001 -0.096364999999999992 0.13154000000000002 0.089455000000000021 0.08776500000000001 0.51326500000000019 -0.11262999999999999 0.11367500000000001 -0.016029999999999996 0.083885000000000015 -0.0025249999999999995 0.0072100000000000003 0.078120000000000009 -0.0022699999999999999 -0.065184999999999979 0.081625000000000017 -0.086879999999999999 -1.0000000180025095e-35 -0.28430999999999995 -0.069929999999999978 0.087635000000000005 0.082530000000000006 -0.087184999999999985 0.089840000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 7 5 -4 19 8 9 10 20 -5 12 13 -7 15 24 17 23 -18 -1 -3 -22 -23 -12 -14 26 -15 -20
right_child=1 2 4 6 -6 11 -8 -9 -10 -11 16 -13 14 25 -16 -17 18 -19 27 -21 21 22 -24 -25 -26 -27 -28 -29
leaf_value=0.00084313804047518939 0.00077527985775199175 0.00051924492435149832 0.00070941560233055839 0.00085328959675600845 0.00044357202714409062 0.00053348133169031447 0.00052960138299144562 0.00023224289923641698 0.00059133506134892357 0.00025721944767510721 0.00075162280193653245 0.00093298946248521219 0.00080242427892204468 0.00088841691721586419 0.0010108615600398683 0.00065887789398498574 0.00063798333759090115 0.00050611458955424874 0.00083570540035845847 0.0010140470475148509 0.00052532146276700834 0.00043952858021537923 0.00029704280081462313 0.0006473079552559418 0.00091860047741077475 0.00071347147436374731 0.00077443524208813054 0.00074941309732224454
leaf_weight=57 99 56 101 77 83 74 54 95 82 69 166 52 210 89 52 53 59 52 85 55 53 81 121 98 60 103 422 252
leaf_count=57 99 56 101 77 83 74 54 95 82 69 166 52 210 89 52 53 59 52 85 55 53 81 121 98 60 103 422 252
internal_value=0 0.000466724 0.000420317 0.000761067 0.000589689 0.00080086 0.000708243 0.000354634 0.000719278 0.000385139 0.00073253 0.00078812 0.000781 0.00075429 0.00082991 0.000800669 0.000719421 0.000679095 0.000751511 0.000927381 0.000413407 0.000390025 0.000354353 0.000713033 0.000828372 0.000780845 0.000794356 0.000771283
internal_weight=0 758 659 2152 184 1227 925 475 871 380 789 1115 1063 688 375 323 712 316 396 112 311 255 202 264 270 614 511 337
internal_count=2910 758 659 2152 184 1227 925 475 871 380 789 1115 1063 688 375 323 712 316 396 112 311 255 202 264 270 614 511 337
is_linear=0
shrinkage=0.0032998


Tree=8873
num_leaves=19
num_cat=0
split_feature=2 15 4 11 1455 1453 2 1420 2 15 1 2 2 3 2 2 4 3
split_gain=0.10025 0.175459 0.0931444 0.107324 0.0945761 0.124098 0.0901152 0.084737 0.0787468 0.0729175 0.065264 0.107001 0.233865 0.089415 0.0812574 0.0683629 0.0499906 0.0136279
threshold=0.14073000000000005 -0.041569999999999989 0.27258000000000004 0.089795000000000014 0.079520000000000021 -0.077314999999999981 0.12198500000000001 -0.052769999999999991 0.16002500000000003 -0.42075999999999997 0.092845000000000025 0.082165000000000016 0.072175000000000017 -0.0048549999999999991 0.083970000000000017 0.097180000000000016 -0.0040999999999999986 -0.081604999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 4 7 -6 9 -1 -2 -4 11 12 -9 15 -13 -12 -15 -7
right_child=1 -3 6 -5 5 17 -8 10 -10 -11 13 14 -14 16 -16 -17 -18 -19
leaf_value=0.0097357660415965872 -0.0014434309437038057 -0.0085168057145049939 -0.0046343000849099055 0.01126957264929054 -0.0070072200193957842 0.00076101868933750431 0.0059089070411693289 0.0049977524698061439 0.0076234177890079245 0.0018675236424331766 0.0018242341275803474 -0.0016226922217933795 0.017421753419288814 0.0097465113526935022 0.0039508889947000338 -0.004008549244368196 0.0030187941105901776 0.0044395345949317195
leaf_weight=70 53 55 96 54 52 52 65 251 55 99 285 78 52 54 1324 71 77 67
leaf_count=70 53 55 96 54 52 52 65 251 55 99 285 78 52 54 1324 71 77 67
internal_value=0 -0.000770786 0.0035159 0.00383286 0.00366706 -0.00013895 0.000477196 0.00395558 0.00315731 -0.00132416 0.00377017 0.00426192 0.00713585 0.00204488 0.00363952 0.000655908 0.00580577 0.00284721
internal_weight=0 163 2747 2487 2433 171 260 2262 108 195 2192 1705 303 487 1402 356 131 119
internal_count=2910 163 2747 2487 2433 171 260 2262 108 195 2192 1705 303 487 1402 356 131 119
is_linear=0
shrinkage=0.16829


Tree=8874
num_leaves=26
num_cat=0
split_feature=12 3 12 16 16 13 159 41 39 48 156 42 16 3 16 3 49 12 160 403 42 151 3 3 13
split_gain=4.92944 0.891509 0.744009 0.535727 0.457146 0.338097 0.323792 0.244512 0.235569 0.180642 0.152309 0.151824 0.160005 0.139259 0.132318 0.0956921 0.137365 0.167766 0.120239 0.116987 0.0852822 0.0817419 0.138256 0.122315 0.0385605
threshold=0.056995000000000011 0.30863500000000005 0.10793500000000002 -0.27637999999999996 -0.20132999999999998 -1.0000000180025095e-35 0.079875000000000015 0.075585000000000013 0.088025000000000006 0.08790000000000002 0.093155000000000002 -0.061474999999999995 -1.0000000180025095e-35 0.10661500000000002 -0.16956499999999999 -0.13117499999999996 -0.081404999999999991 0.089895000000000017 0.0012900000000000001 -0.43491999999999992 0.083595000000000017 -1.0000000180025095e-35 0.097775000000000015 -0.0070649999999999992 -0.42516499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 8 -4 6 9 14 13 -5 21 -6 -13 -1 20 -16 -17 19 -19 -18 -2 -7 23 -23 -3
right_child=2 24 4 5 11 10 -8 -9 -10 -11 -12 12 -14 -15 15 16 17 18 -20 -21 -22 22 -24 -25 -26
leaf_value=0.00061329980669140572 0.00062344986342681061 0.00016563698007824026 0.00036465736748689123 0.00066783911325013576 0.00086681188114918486 0.00052335849127206938 0.00028307754779314479 0.00099284481493764113 0.00024220094737192524 0.00042489848169009547 0.00082419000704152679 0.00074756914315944232 0.00051630814510517792 0.00037347474963415536 0.00093579312278278728 0.00065551236776463409 0.00070684508259738054 0.00080623470518925982 0.00065995059553234758 0.00087233448736377304 0.00080813536892453499 0.0006232454840510805 0.00054002746567698677 0.00084501620989062254 0.00029097829711735953
leaf_weight=52 60 56 53 95 52 55 55 99 70 53 62 83 56 56 93 53 52 628 71 775 55 53 58 60 55
leaf_count=52 60 56 53 95 52 55 55 99 70 53 62 83 56 56 93 53 52 628 71 775 55 53 58 60 55
internal_value=0 0.000502481 0.000809244 0.00054796 0.000637165 0.000604316 0.000500513 0.000831488 0.000392307 0.000581078 0.000677361 0.000712598 0.000654653 0.000489272 0.000822529 0.000830104 0.000823857 0.000829681 0.000791426 0.000861971 0.000712084 0.000636925 0.000673246 0.000741312 0.00022806
internal_weight=0 780 2130 669 244 491 203 1886 178 148 288 191 139 108 1787 1672 1579 1526 699 827 115 226 171 113 111
internal_count=2910 780 2130 669 244 491 203 1886 178 148 288 191 139 108 1787 1672 1579 1526 699 827 115 226 171 113 111
is_linear=0
shrinkage=0.0032998


Tree=8875
num_leaves=14
num_cat=0
split_feature=3 475 3 3 3 133 133 4 16 403 1453 9 0
split_gain=0.136026 0.0928028 0.0889304 0.128085 0.085381 0.183211 0.146146 0.116889 0.196328 0.093361 0.0886663 0.0651082 0.0524355
threshold=0.25089000000000006 0.0072950000000000003 0.12745000000000004 0.10856000000000002 -0.092734999999999984 -0.0063799999999999994 -0.08799499999999999 -0.44205499999999992 -0.008069999999999999 -0.5407249999999999 -0.076919999999999988 -1.0000000180025095e-35 -0.10998999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -7 -9 -6 -11 -12 -2
right_child=12 -3 -4 -5 9 7 -8 8 -10 10 11 -13 -14
leaf_value=0.0016445330225074023 0.0010215397833397541 0.0091734079454346071 0.009694532462109124 -0.004452692220019404 0.010810393156062345 0.010550248370433236 -0.010437499199669929 0.005109053674669255 -0.0031926525999340992 0.010068290286813917 -0.0010610921570640337 0.003881438927512687 -0.0059368569929006028
leaf_weight=57 72 87 66 57 57 55 56 230 124 64 78 1911 53
leaf_count=57 72 87 66 57 57 55 56 230 124 64 78 1911 53
internal_value=0 0.00374857 0.00357661 0.00342578 0.00359708 0.00166417 -0.00432712 0.00332386 0.00219604 0.00407442 0.00388652 0.00368671 -0.00191445
internal_weight=0 2842 2755 2689 2632 522 113 409 354 2110 2053 1989 125
internal_count=2967 2842 2755 2689 2632 522 113 409 354 2110 2053 1989 125
is_linear=0
shrinkage=0.16829


Tree=8876
num_leaves=22
num_cat=0
split_feature=4 12 3 3 48 12 15 15 14 3 39 48 15 4 12 474 1447 402 401 16 4
split_gain=6.20338 1.82497 0.624237 0.803347 0.639816 0.313667 0.458454 0.294554 0.317642 0.2507 0.239201 0.151878 0.12565 0.109652 0.105455 0.132751 0.0805108 0.0920565 0.0710962 0.044172 0.065557
threshold=0.31392000000000003 0.056995000000000011 -0.012504999999999997 0.11391500000000002 0.087730000000000016 -0.010419999999999997 -1.0000000180025095e-35 0.13592500000000005 0.077140000000000014 0.13772500000000001 0.097470000000000015 0.10891500000000001 -0.024929999999999997 -0.073079999999999992 0.090285000000000018 0.085435000000000025 -0.085804999999999979 0.10872000000000002 -0.099114999999999995 -0.53592999999999991 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
left_child=1 2 13 4 5 -4 -7 8 11 10 19 14 -5 -1 16 18 -3 -18 -16 -2 -21
right_child=9 7 3 12 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 17 -19 -20 20 -22
leaf_value=0.00031646816671718214 0.00047245852499871869 0.00075009988341822112 0.00071464708147663024 0.00055044890443923101 0.00055156060665732766 0.00074472151595061866 0.0011507015044497897 0.00060396034589141074 0.0010572022645644365 0.00012082470782726111 0.00014402969173068304 0.00065175904487574214 0.00032565712852230752 0.0005039703634913417 0.00071168014442357164 0.0006596173739260784 0.00085780647212174211 0.0010011352326243542 0.00082785633875996081 0.00027553164722159482 0.00043419490688524572
leaf_weight=55 62 75 81 58 98 53 73 62 70 74 52 53 53 95 67 64 880 55 769 55 63
leaf_count=55 62 75 81 58 98 53 73 62 70 74 52 53 53 95 67 64 880 55 769 55 63
internal_value=0 0.000785098 0.000618598 0.00068455 0.000772185 0.000876465 0.000980212 0.000830064 0.000836942 0.000288799 0.000342225 0.00082907 0.000443433 0.000435454 0.000833971 0.000807322 0.000857683 0.000866275 0.000818588 0.000399286 0.00036054
internal_weight=0 2661 566 416 305 207 126 2095 2033 306 232 1963 111 150 1910 900 1010 935 836 180 118
internal_count=2967 2661 566 416 305 207 126 2095 2033 306 232 1963 111 150 1910 900 1010 935 836 180 118
is_linear=0
shrinkage=0.0032998


Tree=8877
num_leaves=13
num_cat=0
split_feature=10 48 1374 0 49 15 1212 1212 1203 0 2 2
split_gain=0.124269 0.0934625 0.104661 0.0856486 0.114016 0.0579761 0.0642989 0.269181 0.0692873 0.0454798 0.0436361 0.031325
threshold=-0.089679999999999982 0.12011000000000001 -0.088294999999999985 -0.18713499999999997 -0.14917999999999998 -0.45371999999999996 0.08815000000000002 0.092815000000000022 0.084485000000000018 -0.23215999999999995 0.12860500000000002 0.11098000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 -5 11 8 -8 -7 -4 -3 -6
right_child=1 10 3 4 5 6 7 -9 -10 -11 -12 -13
leaf_value=-0.0028963885632325506 -0.003614093859155878 -0.0047151037205801632 0.0045018030978078195 -0.003711504164664408 0.0029778064224561152 0.0046162995176788606 -0.0081551245604472074 0.0047943486648850675 0.00026560819425279633 0.011128231055209296 0.0020725472902600774 -0.0028630085261189355
leaf_weight=84 52 52 52 56 52 2092 61 178 110 71 55 52
leaf_count=84 52 52 52 56 52 2092 61 178 110 71 55 52
internal_value=0 0.00365849 0.00384677 0.00398985 0.00378338 0.003949 0.00411481 0.00148174 0.00439978 0.00834142 -0.00120933 4.01241e-05
internal_weight=0 2883 2776 2724 2601 2545 2441 239 2202 123 107 104
internal_count=2967 2883 2776 2724 2601 2545 2441 239 2202 123 107 104
is_linear=0
shrinkage=0.16829


Tree=8878
num_leaves=15
num_cat=0
split_feature=4 1374 0 3 1 3 148 1455 475 0 2 0 15 1
split_gain=0.106122 0.112708 0.100839 0.0869683 0.0895929 0.0739964 0.0619913 0.0598562 0.0560651 0.0641951 0.127032 0.0822927 0.0405067 0.0548563
threshold=0.24814500000000003 -0.088294999999999985 -0.19166999999999998 -0.14539499999999997 0.14646500000000004 0.12955000000000003 -0.065869999999999984 -0.098579999999999987 0.036560000000000002 -0.068669999999999995 -1.0000000180025095e-35 -0.071749999999999994 -0.45371999999999996 0.10877000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 5 12 -4 -8 9 11 -11 -9 -5 -14
right_child=3 2 6 4 -6 -7 7 8 -10 10 -12 -13 13 -15
leaf_value=-0.0044590288816557348 -0.0056434338211515068 0.0090495339958076744 0.0078009909784835093 0.00055539012724279769 -0.0049713633311222714 -0.0030804330909219449 0.0081297306003560825 0.0030209766251346696 0.0077087794090587849 -0.0065254385722078832 0.0020483463591413433 0.0086992227020805443 0.0024589152889253046 0.0088286995622937937
leaf_weight=52 59 88 82 72 53 53 65 1648 68 55 440 76 84 72
leaf_count=52 59 88 82 72 53 53 65 1648 68 55 440 76 84 72
internal_value=0 0.0032813 0.00344161 0.000307122 0.00136365 0.0025649 0.00323812 0.00307828 0.00293392 0.00278679 0.00109207 0.00327234 0.00388507 0.00541033
internal_weight=0 2574 2522 393 334 281 2434 2352 2287 2219 495 1724 228 156
internal_count=2967 2574 2522 393 334 281 2434 2352 2287 2219 495 1724 228 156
is_linear=0
shrinkage=0.16829


Tree=8879
num_leaves=31
num_cat=0
split_feature=2 2 2 12 3 12 2 12 97 12 16 16 13 12 12 12 42 13 12 2 12 52 402 13 402 2 11 157 43 16
split_gain=5.44536 2.61123 1.33442 0.782018 0.649688 0.621432 0.506023 0.318297 0.264282 0.230125 0.206548 0.384583 0.204849 0.18479 0.172308 0.167525 0.153727 0.156871 0.103951 0.093573 0.146728 0.183778 0.128175 0.109349 0.0647479 0.0584135 0.0547263 0.0456018 0.0291663 0.0230091
threshold=0.11523000000000001 -1.0000000180025095e-35 0.15806500000000004 -0.012249999999999999 0.11269500000000002 0.090125000000000025 0.090485000000000024 0.090455000000000021 -0.080784999999999982 0.087765000000000024 0.052690000000000008 -0.11807499999999999 -0.0073899999999999999 -0.081654999999999991 -0.025219999999999996 0.10595000000000002 -0.026374999999999999 -0.052719999999999996 0.11296000000000002 0.085325000000000012 0.083815000000000014 -0.015824999999999995 -0.011954999999999999 -0.086659999999999987 -0.094534999999999994 0.085865000000000011 0.078065000000000009 -0.083944999999999978 0.034420000000000006 -0.087969999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 8 6 12 7 19 -1 10 11 -8 13 -2 -13 -7 25 28 24 20 21 -3 -22 29 -11 -9 -26 -25 -18 -21
right_child=2 4 -4 -5 -6 15 9 16 -10 18 -12 14 -14 -15 -16 -17 17 -19 -20 23 22 -23 -24 27 26 -27 -28 -29 -30 -31
leaf_value=0.00055059681194062052 0.0005249756531897897 0.00099813504460152455 0.00013786367428791538 0.00078368504836362918 0.0006449724216846714 0.00090138718104042464 0.0009303560189463482 0.00093900334268107329 0.00023243746164994386 0.0010462254872450718 0.00094434564233179634 0.00077280601995639972 0.0005955851288451567 0.00024997597032582592 0.00051804149756900738 0.00066915697450177101 0.00094043789461770676 0.00073187264018335181 0.00078570920357482626 0.0010025449957228735 0.0011554455544065614 0.0012585337392607286 0.00099323908538596645 0.0010366573574123654 0.00090902715560080435 0.0010757981785770314 0.0010219195015044658 0.00093754797249582405 0.00084228691220901127 0.0011011715297569969
leaf_weight=52 52 52 85 92 78 60 78 90 64 64 87 53 93 56 67 83 142 74 53 52 67 75 333 71 318 65 62 300 55 94
leaf_count=52 52 52 85 92 78 60 78 90 64 64 87 53 93 56 67 83 142 74 53 52 67 75 333 71 318 65 62 300 55 94
internal_value=0 0.000910801 0.000508635 0.000556137 0.000942447 0.000600148 0.000952735 0.000989015 0.000375364 0.000884489 0.000808769 0.000749019 0.000481379 0.000382709 0.000630856 0.000766843 0.000912217 0.000863827 0.00092784 0.00102032 0.0010523 0.00115219 0.0010205 0.00098765 0.000944726 0.000996596 0.000927539 0.00095661 0.000913214 0.00106629
internal_weight=0 2538 429 208 2330 344 2252 1470 116 782 285 198 201 108 120 143 426 271 497 1044 527 127 400 517 444 155 380 371 197 146
internal_count=2967 2538 429 208 2330 344 2252 1470 116 782 285 198 201 108 120 143 426 271 497 1044 527 127 400 517 444 155 380 371 197 146
is_linear=0
shrinkage=0.0032998


Tree=8880
num_leaves=31
num_cat=0
split_feature=4 3 3 39 13 42 4 4 3 0 42 13 11 0 0 16 0 3 4 0 3 16 42 13 42 155 16 16 16 0
split_gain=5.37934 1.9647 1.00923 0.60365 0.441103 0.429818 0.424854 0.291555 0.434485 0.262075 0.238112 0.258651 0.220554 0.213797 0.200199 0.199458 0.259104 0.196079 0.19077 0.157844 0.125233 0.113445 0.109364 0.0894286 0.107182 0.0608469 0.0539404 0.0424519 0.0563472 0.0314086
threshold=0.31392000000000003 -0.066229999999999997 0.28833000000000003 0.0047850000000000011 -0.38538999999999995 0.087825000000000014 0.036605000000000006 -0.057674999999999997 0.092005000000000017 -0.072924999999999976 -0.0047199999999999994 -0.011809999999999999 0.077330000000000024 -0.021574999999999997 -0.097604999999999983 0.070590000000000014 -0.058589999999999996 -0.013714999999999998 -0.49269499999999994 -0.081864999999999979 -0.020759999999999997 -0.4136149999999999 0.098550000000000013 -0.085349999999999995 -0.093129999999999977 0.10222000000000002 -0.037309999999999989 0.51041000000000014 -0.11400999999999999 -0.086274999999999977
decision_type=2 2 2 2 2 2 2 2 2 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 -2 20 9 13 17 12 -5 -12 14 -3 -1 16 22 26 -17 -7 -6 -8 -11 29 -25 -20 -9 28 -23 -16
right_child=4 2 -4 10 5 19 21 8 -10 15 11 -13 -14 -15 23 18 -18 -19 25 -21 -22 27 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00075135906313293513 0.00014445305192930049 0.0011070178050632715 0.00031754881810289979 0.0008017571774724218 0.00068255071552206009 0.00018311811684862728 0.00089982756903353987 0.00083693234667320921 0.00056207325522449557 0.00097919647870098542 0.00065710574306485645 0.00037562034437935632 0.0011471730180265293 0.00083210159293690673 0.0010390866305981909 0.0010841037301016563 0.00058525458604721727 0.0009767793751477875 0.00077976859690279913 0.00043707460112208968 0.00049580468519423379 0.00078276869240832781 0.00076179529103755517 0.0010278665296766809 0.00092865564654380311 0.00094022277433652665 0.00068067532849995971 0.00081704889622022478 0.0006245787424607657 0.00096743326719239578
leaf_weight=53 53 61 63 53 75 53 82 53 78 52 88 61 69 66 195 63 54 84 61 55 87 53 54 149 789 52 52 65 53 137
leaf_count=53 53 61 63 53 75 53 82 53 78 52 88 61 69 66 195 63 54 84 61 55 87 53 54 149 789 52 52 65 53 137
internal_value=0 0.00087201 0.000715697 0.000757724 0.000420643 0.000474727 0.000923991 0.000833164 0.000770597 0.000942593 0.000610405 0.000542103 0.000962769 0.000964425 0.000953125 0.000858902 0.000773309 0.000856468 0.000936514 0.000312774 0.000582479 0.000796795 0.000868777 0.000961518 0.000944453 0.000853918 0.000759883 0.000747182 0.000704006 0.00100962
internal_weight=0 2640 659 596 323 270 1981 394 267 1728 202 149 1392 127 1323 336 160 189 176 108 162 253 106 1270 938 113 105 171 106 332
internal_count=2963 2640 659 596 323 270 1981 394 267 1728 202 149 1392 127 1323 336 160 189 176 108 162 253 106 1270 938 113 105 171 106 332
is_linear=0
shrinkage=0.0032998


Tree=8881
num_leaves=16
num_cat=0
split_feature=39 14 0 1 12 0 9 41 12 39 0 12 1455 130 0
split_gain=0.142214 0.112089 0.18638 0.163282 0.19898 0.108517 0.107629 0.101094 0.104169 0.107005 0.0986976 0.0691238 0.0471876 0.0505928 0.0165866
threshold=0.11233000000000001 -0.13131999999999996 -0.12851999999999997 0.083065000000000014 0.079335000000000017 -0.23028499999999999 0.089020000000000016 0.082095000000000015 0.086965000000000015 0.091635000000000008 -0.09194999999999999 -0.0089849999999999982 -1.0000000180025095e-35 0.11409500000000002 -0.081414999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 -3 5 -5 7 8 9 10 -4 -7 -10 -14 -1
right_child=-2 2 6 4 -6 11 -8 -9 12 -11 -12 -13 13 -15 -16
leaf_value=0.011685826870422121 -0.0026936281682724134 0.0070790333350192946 0.0025699606975687636 -0.0039195711494515104 -0.010495299298826168 9.1869959572794891e-05 0.012049674379445182 -0.0026794742903946101 -0.0002716370789137703 -0.00072724482815678007 0.0074190896891592386 0.0075783894606401316 0.0041808861810043226 -0.00050790398601422641 0.0074875025195617227
leaf_weight=53 85 83 146 86 55 74 54 55 79 61 670 67 1265 68 62
leaf_count=53 85 83 146 86 55 74 54 55 79 61 670 67 1265 68 62
internal_value=0 0.00427822 0.00406282 0.000514481 -0.00141127 0.000781795 0.00460216 0.00442982 0.00460143 0.0060452 0.00655368 0.00366204 0.00370342 0.00394035 0.00943801
internal_weight=0 2878 2763 365 282 227 2398 2344 2289 877 816 141 1412 1333 115
internal_count=2963 2878 2763 365 282 227 2398 2344 2289 877 816 141 1412 1333 115
is_linear=0
shrinkage=0.16829


Tree=8882
num_leaves=23
num_cat=0
split_feature=4 2 13 14 15 2 2 0 457 4 0 2 13 2 4 15 0 457 133 13 0 2
split_gain=4.49105 1.57188 0.598011 0.506499 0.425929 0.424122 0.401841 0.378348 0.467807 0.315628 0.244214 0.199066 0.193916 0.144924 0.140227 0.138546 0.115778 0.11417 0.099388 0.0688895 0.0625047 0.0290015
threshold=0.31392000000000003 0.10859000000000001 -0.23438999999999996 0.073890000000000011 -0.43091499999999999 -0.0098549999999999974 0.14290000000000003 -0.12851999999999997 0.069705000000000003 0.015030000000000002 -0.075914999999999996 0.12750000000000003 -1.0000000180025095e-35 0.09167500000000002 0.0047050000000000008 -0.047249999999999993 -0.079249999999999987 0.041025000000000006 -0.0054649999999999985 0.016935000000000002 -0.097774999999999987 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
left_child=1 3 -3 5 12 -1 10 8 13 16 -4 21 -2 -7 19 20 17 -9 -18 -12 -11 -6
right_child=4 2 6 -5 11 7 -8 9 -10 15 14 -13 -14 -15 -16 -17 18 -19 -20 -21 -22 -23
leaf_value=0.00050406315877591561 0.00031803455765649848 0.00022750419894543918 0.00044519168173276437 0.00098173503054793079 0.00019191566359465733 0.00081055020799910876 0.00031147112301770335 0.00077005008546336521 0.00031830088344661603 0.00074829567675042366 0.00079692164348891387 2.6085387372885252e-06 0.00055818680785032235 0.00057242629876080268 0.00053968662923848255 0.00048070868217336553 0.00061500060648211961 0.00089127687216822163 0.00074022269250482162 0.00064480390562309409 0.00062245668707193804 0.0003035300261873678
leaf_weight=95 103 70 68 85 54 60 57 989 52 78 82 55 58 55 60 53 85 97 482 60 112 53
leaf_count=95 103 70 68 85 54 60 57 989 52 78 82 55 58 55 60 53 85 97 482 60 112 53
internal_value=0 0.000696828 0.000505152 0.000730738 0.000284419 0.000720835 0.00056448 0.0007308 0.000579273 0.000744128 0.000617762 0.000164595 0.000404768 0.000696971 0.000675681 0.000632223 0.000760557 0.00078091 0.000721513 0.000732895 0.000674302 0.000247531
internal_weight=0 2640 397 2243 323 2158 327 2063 167 1896 270 162 161 115 202 243 1653 1086 567 142 190 107
internal_count=2963 2640 397 2243 323 2158 327 2063 167 1896 270 162 161 115 202 243 1653 1086 567 142 190 107
is_linear=0
shrinkage=0.0032998


Tree=8883
num_leaves=21
num_cat=0
split_feature=13 39 0 2 15 14 0 13 15 3 0 133 15 133 0 15 13 15 0 50
split_gain=0.207573 0.0888363 0.103803 0.06088 0.0983319 0.0929729 0.108965 0.103324 0.131281 0.111097 0.0872381 0.0987495 0.123093 0.117029 0.0801037 0.077632 0.0599794 0.0581291 0.0275774 0.0230044
threshold=-0.43902499999999994 0.098100000000000007 -0.057749999999999989 0.087765000000000024 0.09278500000000002 -0.13131999999999996 -0.21196999999999996 -0.094359999999999986 -0.031624999999999993 0.08796000000000001 -0.016414999999999996 0.11330000000000001 -0.040119999999999996 0.058050000000000011 -0.080324999999999994 0.08759500000000002 -0.052124999999999998 -0.097794999999999979 -0.11656999999999999 0.096725000000000019
decision_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 10 -5 -7 8 18 16 11 12 17 -14 -6 -13 -9 -2 -8 -16
right_child=1 2 -4 5 14 6 7 9 -10 -11 -12 15 13 -15 19 -17 -18 -19 -20 -21
leaf_value=-0.0039915171981937149 0.0069383992450395933 0.0040899450991602783 -0.0057411100151575798 0.0095229337271040375 -0.0041644910135929343 -0.0023865859880118296 0.00035680357942948702 0.0051688612724555298 -0.007200245805450152 0.010678059151409068 0.00063919540358495165 0.0059220635872961839 0.0072156618333910219 0.013868322272496502 0.0062870098173710516 -0.0030936691790296967 0.0026275728333048092 0.002602384963083381 0.0058245975548393029 0.001321902215801619
leaf_weight=92 146 68 55 71 52 90 54 487 53 71 89 53 471 90 55 55 582 224 52 53
leaf_count=92 146 68 55 71 52 90 54 487 53 71 89 53 471 90 55 55 582 224 52 53
internal_value=0 0.00411967 -0.000291449 0.00431777 0.00516425 0.00356978 0.00326419 0.00365708 -0.000351405 0.00421774 0.00571849 0.00615185 0.00671112 0.00828614 0.00124558 0.00131408 0.00378698 0.00431821 0.00305607 0.00386706
internal_weight=0 2871 123 2748 1288 1460 1389 1299 159 1140 1128 1039 931 561 160 108 1069 370 106 108
internal_count=2963 2871 123 2748 1288 1460 1389 1299 159 1140 1128 1039 931 561 160 108 1069 370 106 108
is_linear=0
shrinkage=0.16829


Tree=8884
num_leaves=22
num_cat=0
split_feature=1 3 14 39 3 3 15 12 2 42 150 1 3 16 12 2 0 1 1212 15 0
split_gain=5.15933 1.24157 0.63896 0.582942 0.548263 0.445349 0.406135 0.390861 0.325368 0.291758 0.200471 0.199396 0.183459 0.375202 0.246977 0.300297 0.161241 0.161082 0.117903 0.106047 0.162292
threshold=0.10398500000000001 -0.036264999999999992 0.064610000000000015 0.0047850000000000011 0.3148450000000001 0.093925000000000022 -0.24211499999999997 0.11878500000000002 0.10433000000000002 0.092600000000000016 0.086420000000000011 0.088035000000000016 -0.12077499999999998 -1.0000000180025095e-35 0.084065000000000015 0.083970000000000017 -0.064994999999999983 0.088735000000000022 -0.018699999999999998 -0.17840999999999999 -0.12259499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 5 9 7 -2 12 16 10 19 -5 13 -1 15 -14 -8 -7 -16 -3 -21
right_child=1 4 -4 11 -6 17 8 -9 -10 -11 -12 -13 14 -15 18 -17 -18 -19 -20 20 -22
leaf_value=0.00057175658150090286 0.00047552645648167623 0.00047929313724194675 0.0011625954152956533 0.00076550674813858949 0.00019596442349349008 0.00079453426441229399 0.0010020062866626981 0.00063156220713024255 0.00062663408980845152 0.00031030399169226683 0.0003869472152554535 0.0004921067628687743 0.0011664900020711072 0.00093033462236966871 0.00097333092510869918 0.00091732508801201714 0.000765366199671173 0.00053621712612095859 0.00087873788850638954 0.00054630379009662435 0.00078783189810257713
leaf_weight=57 61 53 81 63 87 55 67 64 89 74 63 56 83 74 169 153 63 53 1373 67 58
leaf_count=57 61 53 81 63 87 55 67 64 89 74 63 56 83 74 169 153 63 53 1373 67 58
internal_value=0 0.000546239 0.000873514 0.000862855 0.000428518 0.000875745 0.000715128 0.000887094 0.000781705 0.000492636 0.000548475 0.000637144 0.000895642 0.000774581 0.000904542 0.0010051 0.000887598 0.000668094 0.000889128 0.000605447 0.000658655
internal_weight=0 682 2281 2200 402 2081 280 1973 219 315 241 119 1909 131 1778 236 130 108 1542 178 125
internal_count=2963 682 2281 2200 402 2081 280 1973 219 315 241 119 1909 131 1778 236 130 108 1542 178 125
is_linear=0
shrinkage=0.0032998


Tree=8885
num_leaves=19
num_cat=0
split_feature=9 403 13 42 3 15 16 1209 1 15 2 10 15 150 13 42 2 3
split_gain=0.125215 0.123837 0.136459 0.231564 0.203183 0.299883 0.144598 0.114175 0.0955326 0.134851 0.119736 0.0864858 0.0904542 0.0838092 0.0833099 0.0731471 0.0478884 0.0476418
threshold=0.092645000000000019 -0.53473999999999988 -0.014114999999999997 0.08511500000000001 0.099330000000000016 -0.036279999999999993 0.058875000000000004 0.082105000000000011 0.084470000000000003 0.088305000000000008 0.084145000000000011 -0.082174999999999984 0.10189000000000002 -0.047864999999999991 -0.080314999999999984 -0.048914999999999993 0.087035000000000015 -0.22442499999999996
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 6 -6 8 11 10 -10 -4 -3 13 -13 -14 -15 -8 -18
right_child=-2 2 3 -5 5 -7 16 -9 9 -11 -12 12 14 15 -16 -17 17 -19
leaf_value=-0.0028639677999988573 -0.0045611047200963956 0.011212723501029946 0.01132872078691593 -0.0067452292996317692 0.0041670867854143624 -0.011068522734253516 0.012221700073261116 0.011665186234251328 -0.0010697378769016926 0.0082389656656706046 0.0032587320511484764 0.010404917442784784 0.013008514485455577 0.00816074221516273 0.004880849683879529 0.0031445818169382341 0.0097412809589000286 0.0037666742485739087
leaf_weight=83 55 52 60 74 79 68 52 65 261 53 408 52 60 89 91 1195 66 92
leaf_count=83 55 52 60 74 79 68 52 65 261 53 408 52 60 89 91 1195 66 92
internal_value=0 0.00353058 0.00371963 0.00236976 0.00296353 -0.00286846 0.00382956 0.00473933 0.00277308 0.000495755 0.00429718 0.00444565 0.0042078 0.00376402 0.00812228 0.00349367 0.00775514 0.00627377
internal_weight=0 2900 2817 1213 1139 147 992 1604 782 314 468 1539 1487 1336 151 1284 210 158
internal_count=2955 2900 2817 1213 1139 147 992 1604 782 314 468 1539 1487 1336 151 1284 210 158
is_linear=0
shrinkage=0.16829


Tree=8886
num_leaves=12
num_cat=0
split_feature=43 4 41 9 4 403 13 43 1453 51 42
split_gain=0.0956457 0.108212 0.145368 0.211853 0.100214 0.0912844 0.0936812 0.0771444 0.0758215 0.0530517 0.0337834
threshold=-0.50914999999999988 -0.37626499999999991 0.082560000000000008 0.085555000000000006 -0.14088999999999999 -0.53473999999999988 -0.0021099999999999995 -0.23538999999999996 -0.0067199999999999994 -0.045524999999999989 0.094260000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 -3 -6 8 -8 -7 -2 -4
right_child=1 2 10 -5 5 6 7 -9 -10 -11 -12
leaf_value=-0.0040638299829626181 0.0038873728150023239 -0.0028946506781020436 0.011894390327469201 -0.0066395264877319856 -0.0027391504828358513 0.0082291012792549204 0.0054091132103227281 0.00051564626874096831 0.0034385400333322418 0.0095009514593362987 0.0057577730600761549
leaf_weight=56 94 88 52 71 79 100 110 542 1610 100 53
leaf_count=56 94 88 52 71 79 100 110 542 1610 100 53
internal_value=0 0.0029449 0.00266846 0.00241958 0.00267462 0.00287613 0.0030647 0.00134399 0.00371974 0.00679023 0.00881397
internal_weight=0 2899 2705 2600 2529 2441 2362 652 1710 194 105
internal_count=2955 2899 2705 2600 2529 2441 2362 652 1710 194 105
is_linear=0
shrinkage=0.16829


Tree=8887
num_leaves=15
num_cat=0
split_feature=1447 16 1348 1429 156 157 49 52 40 16 52 159 52 42
split_gain=0.0827518 0.121237 0.0750707 0.0728363 0.172597 0.264891 0.0734357 0.0706355 0.0760625 0.0723456 0.0618047 0.0752605 0.065862 0.0218304
threshold=-0.084094999999999989 -0.021179999999999997 0.084895000000000012 0.083985000000000018 0.088735000000000022 -0.079269999999999993 -0.18178499999999997 -0.41694999999999993 0.0073350000000000004 0.41580500000000004 -0.013125 0.091625000000000026 -0.057374999999999995 0.090115000000000015
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 9 10 13 12 -12 -9 -8
right_child=2 -3 -4 4 -6 -7 7 8 -10 -11 11 -13 -14 -15
leaf_value=0.0032895664828552101 -0.0036883904366421345 -0.0058560389304715167 -0.0032708782817493349 0.016633093564572869 -0.0012252629222124253 0.0018002541647961752 0.0049329234052117128 0.001875537772681287 -0.0034511094911925488 0.008915107536504813 0.0026901754019410724 0.0073183700830762415 -0.0025992298768344971 2.1398981330675623e-05
leaf_weight=81 54 83 61 68 67 69 52 453 63 97 1531 107 117 52
leaf_count=81 54 83 61 68 67 69 52 453 63 97 1531 107 117 52
internal_value=0 -0.00132805 0.00255474 0.00268557 0.00575086 0.00917565 0.0024373 0.00257184 0.00230287 0.00560191 0.00246786 0.0029936 0.000953881 0.00249444
internal_weight=0 164 2791 2730 204 137 2526 2472 2271 201 2208 1638 570 104
internal_count=2955 164 2791 2730 204 137 2526 2472 2271 201 2208 1638 570 104
is_linear=0
shrinkage=0.16829


Tree=8888
num_leaves=17
num_cat=0
split_feature=1443 0 0 15 0 150 4 3 42 34 0 4 483 0 3 4
split_gain=0.0825021 0.0777932 0.110652 0.0960089 0.0923635 0.0977028 0.0904051 0.0717461 0.0707935 0.0852485 0.0662731 0.121989 0.0719726 0.0569694 0.0621415 0.0275335
threshold=0.088580000000000006 -0.13409999999999997 -0.11471499999999998 -0.13783499999999996 -0.14259999999999998 0.085075000000000026 0.0019650000000000002 0.10265000000000001 -0.09361499999999999 -0.08563999999999998 -0.097774999999999987 0.053330000000000009 -0.014874999999999998 -0.083039999999999989 -0.092734999999999984 0.27020000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 15 5 6 -5 8 13 -10 11 -11 -12 -4 -15 -1
right_child=-2 2 7 4 -6 -7 -8 -9 9 10 12 -13 -14 14 -16 -17
leaf_value=0.006697495029572534 -0.0046242110336026298 0.0094479524214903729 0.0017540900346088278 -0.00098664974536356539 -0.0081989356886296386 -0.0054031236775982814 0.0073694565724829802 -0.0020987943395258659 0.0086747269779032365 0.011950803172132795 0.0053515710924631945 0.0013695601877365855 0.0014086078462723099 0.0043990649921775964 0.011651938972728475 0.0015792385942979914
leaf_weight=54 53 62 83 102 52 74 57 103 55 52 142 77 1779 84 57 69
leaf_count=54 53 62 83 102 52 74 57 103 55 52 142 77 1779 84 57 69
internal_value=0 0.00206587 0.00241832 -8.4133e-05 -0.00178439 -0.000345109 0.00199764 0.00223837 0.00243095 0.00212686 0.0019503 0.00564879 0.00170101 0.00528065 0.00734382 0.00384088
internal_weight=0 2902 2494 408 285 233 159 2432 2329 2105 2050 129 1921 224 141 123
internal_count=2955 2902 2494 408 285 233 159 2432 2329 2105 2050 129 1921 224 141 123
is_linear=0
shrinkage=0.16829


Tree=8889
num_leaves=12
num_cat=0
split_feature=151 151 14 9 43 4 123 4 16 42 13
split_gain=0.0679267 0.0856663 0.0587208 0.0763723 0.0611416 0.0846153 0.0622581 0.0812643 0.0445219 0.0442871 0.0188374
threshold=0.12207000000000001 0.082375000000000018 0.082295000000000021 0.085555000000000006 -0.50775499999999985 -0.37626499999999991 0.086730000000000015 -0.011369999999999998 0.19384500000000002 0.087665000000000007 0.080625000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 8 7 -7 -6 -8 -10
right_child=-2 -3 -4 -5 5 6 9 -9 10 -11 -12
leaf_value=-0.0039668338416642994 0.0076556788129176932 -0.0049421955253706219 0.006948271020316794 -0.0035242314980251238 0.009369297787855755 0.00083362852009521765 0.0012346684396942682 0.0028268451001796134 0.0016377405974454355 -0.0051719267236105182 0.0057635875591716982
leaf_weight=53 52 57 58 82 54 1294 57 1054 69 65 60
leaf_count=53 52 57 58 82 54 1294 57 1054 69 65 60
internal_value=0 0.00150976 0.00163961 0.00152853 0.00168231 0.00179584 0.00153612 0.00172913 0.00529156 -0.00216396 0.00357067
internal_weight=0 2903 2846 2788 2706 2653 2470 2348 183 122 129
internal_count=2955 2903 2846 2788 2706 2653 2470 2348 183 122 129
is_linear=0
shrinkage=0.16829


Tree=8890
num_leaves=24
num_cat=0
split_feature=1 1 12 4 12 1 4 14 0 4 16 12 52 49 3 49 12 0 4 4 3 0 0
split_gain=7.89472 1.41883 0.806423 0.57589 0.409383 0.545344 0.326556 0.238873 0.305106 0.448495 0.215777 0.213715 0.209623 0.200484 0.192027 0.177437 0.174469 0.148583 0.143579 0.130063 0.115264 0.0868353 0.0820981
threshold=0.10921500000000002 0.13654500000000003 0.085075000000000026 0.31392000000000003 -1.0000000180025095e-35 0.094165000000000013 0.061835000000000008 0.064610000000000015 -0.10594499999999998 0.0019650000000000002 -0.43708999999999992 0.097910000000000011 -0.062309999999999997 0.10322500000000003 -0.115685 -0.065249999999999989 0.086565000000000017 -0.088659999999999989 0.0049450000000000006 -0.0005399999999999999 -0.077754999999999977 -0.038724999999999989 -0.15270499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 5 18 -4 8 9 -6 -3 14 -12 19 16 -2 -10 22 -1 -13 -11 -16 -17
right_child=1 10 6 -5 7 -7 -8 -9 11 20 12 13 -14 -15 21 17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00098229938022974641 0.00027216122889780613 2.0700375369377808e-05 0.00090181567407043991 0.0005619130957322607 0.00055098595124842772 0.00051553727856565475 0.00057075802668239315 0.0010723899187571326 0.00064555969090463079 0.00076597462032003687 0.00011445774072060418 0.00091022430750326727 0.00038746969291479383 0.00065165922508232709 0.00092570568891907356 0.0004800538478317695 0.00091369909508311534 0.00039194265636771918 0.00074716208268544681 0.00074777195560544205 0.00097496657118726065 0.0010450254355109843 0.00066696209705804324
leaf_weight=66 52 52 78 62 69 74 57 85 52 53 53 205 74 59 1340 53 57 92 53 77 70 75 54
leaf_count=66 52 52 78 62 69 74 57 85 52 53 53 205 74 59 1340 53 57 92 53 77 70 75 54
internal_value=0 0.000443614 0.000556272 0.000877356 0.000885717 0.000739127 0.000762297 0.000898909 0.000891723 0.000765275 0.00020048 0.000904722 0.000273813 0.000829011 0.000921639 0.000445321 0.000786103 0.000490392 0.00087787 0.000865992 0.0008852 0.000932055 0.000574711
internal_weight=0 565 386 2397 2335 193 135 2142 2057 192 179 1865 127 341 1524 251 109 199 119 282 123 1415 107
internal_count=2962 565 386 2397 2335 193 135 2142 2057 192 179 1865 127 341 1524 251 109 199 119 282 123 1415 107
is_linear=0
shrinkage=0.0032998


Tree=8891
num_leaves=26
num_cat=0
split_feature=2 12 9 3 15 47 0 2 13 151 0 0 2 11 0 15 160 13 15 2 43 402 133 13 3
split_gain=3.92891 2.35376 0.888779 0.585252 0.574048 0.559355 0.436203 0.397456 0.217808 0.151834 0.136274 0.508829 0.171242 0.178461 0.199184 0.191031 0.0972581 0.0950746 0.0910413 0.0770606 0.0747797 0.0717898 0.0703578 0.0451212 0.0309493
threshold=0.13388500000000003 0.023990000000000004 -1.0000000180025095e-35 0.11745500000000002 -0.0058149999999999999 0.077735000000000012 -0.076734999999999984 0.16730000000000003 -0.055229999999999994 -0.010059999999999998 -0.046614999999999997 0.10923000000000001 0.096435000000000007 0.078065000000000009 -0.10028499999999999 -0.043134999999999993 -0.059339999999999997 -0.40944499999999995 -0.040769999999999994 0.092645000000000019 -0.07409499999999998 0.11288500000000001 0.089180000000000023 -0.065539999999999987 -0.07908999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 9 8 -2 -4 12 -12 13 14 15 -3 -6 -5 20 21 22 -16 -14 -20 -21
right_child=7 10 3 17 16 -7 -8 -9 -10 -11 11 -13 18 -15 19 -17 -18 -19 23 24 -22 -23 -24 -25 -26
leaf_value=0.00027960488722703064 0.00029886295847324359 0.00083485516465156757 0.00072931479337734668 0.00032250702985505824 0.00074445627267992682 0.00086213983406367993 0.00029438390566567923 0.00012825597701171326 0.00054332921365415649 0.00052715456226715357 0.00052108168171148507 0.00090268710136086187 0.00086165671288745169 0.001028429272221854 0.00083137411711803333 0.00056030097061363277 0.00092587324397708107 0.00051631911189895712 0.00090480484742996327 0.00099229072764244462 0.00065018682179728243 0.00094116296350409167 0.00069541565753408242 0.00077347426204784579 0.00087014330711050281
leaf_weight=87 84 57 75 53 53 73 63 78 77 93 73 81 57 55 1214 56 95 61 56 55 103 74 62 74 53
leaf_count=87 84 57 75 53 53 73 63 78 77 93 73 81 57 55 1214 56 95 61 56 55 103 74 62 74 53
internal_value=0 0.000763763 0.000590837 0.000638614 0.000692028 0.000609579 0.000529613 0.00032224 0.000416 0.000617614 0.000818297 0.000722025 0.000826017 0.000841027 0.000834173 0.000699105 0.000861144 0.000426523 0.000759223 0.000845081 0.000717432 0.000837709 0.00077534 0.000830318 0.000932674
internal_weight=0 2723 653 566 452 304 231 239 161 168 2070 154 1916 1564 1509 113 148 114 352 1396 222 1288 119 130 108
internal_count=2962 2723 653 566 452 304 231 239 161 168 2070 154 1916 1564 1509 113 148 114 352 1396 222 1288 119 130 108
is_linear=0
shrinkage=0.0032998


Tree=8892
num_leaves=23
num_cat=0
split_feature=12 4 41 4 1212 51 159 160 47 15 480 4 4 159 3 12 484 484 1203 51 12 484
split_gain=0.0689313 0.118491 0.0939323 0.0973793 0.0867829 0.0731612 0.0752117 0.0756826 0.0647828 0.0644939 0.0544528 0.0543106 0.0526804 0.0377189 0.0348978 0.0456313 0.0339428 0.0548194 0.0376785 0.0282082 0.0272426 0.00849423
threshold=0.085525000000000004 -0.17568999999999999 0.077915000000000012 0.40052000000000004 0.081445000000000017 0.078960000000000016 0.10442000000000001 0.091625000000000026 0.096770000000000009 -0.040119999999999996 0.093985000000000013 -0.0083149999999999977 0.0072100000000000003 0.11238500000000001 -0.11151499999999999 0.099370000000000014 -0.016244999999999996 -0.081669999999999979 0.088010000000000019 -0.099544999999999981 0.12477500000000001 -0.22808999999999999
decision_type=2 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 10 5 6 7 8 9 -3 14 -7 -13 -8 15 -2 17 21 20 -1 -18 -16
right_child=2 4 -4 -5 -6 11 13 -9 -10 -11 -12 12 -14 -15 16 -17 18 -19 -20 -21 -22 -23
leaf_value=0.0033576019227294978 0.0043245838835851737 5.2208719478359894e-07 -0.0026124655371790114 -0.0030460277836156123 -0.0041787676680965242 -0.0056540509669945824 -0.005046700177363363 0.0088174078954402126 0.0070882437224219002 0.003496980097641259 -0.00035850010969547871 0.0034641600798734108 -0.0034818922056674747 0.0012531781666220525 0.002126457030497849 0.010290784678950905 0.0031240115044220747 0.0097217929567274385 0.0073172151662899169 0.0084172574706542075 0.006962962633288391 0.0051393390445599509
leaf_weight=52 99 287 69 58 78 58 53 57 75 314 78 74 53 54 54 59 1049 71 72 84 56 58
leaf_count=52 99 287 69 58 78 58 53 57 75 314 78 74 53 54 54 59 1049 71 72 84 56 58
internal_value=0 0.00180595 0.00345595 0.00371019 0.00122605 0.0016391 0.00230714 0.00291651 0.00241629 0.00183028 0.00395684 -0.00138447 0.000551267 -0.00185053 0.00417976 0.00656384 0.00390147 0.00604782 0.00356622 0.00649589 0.00332019 0.00370274
internal_weight=0 1239 1723 1654 1103 1025 840 733 676 601 1596 185 127 107 1518 158 1360 183 1177 136 1105 112
internal_count=2962 1239 1723 1654 1103 1025 840 733 676 601 1596 185 127 107 1518 158 1360 183 1177 136 1105 112
is_linear=0
shrinkage=0.16829


Tree=8893
num_leaves=39
num_cat=0
split_feature=1 1 15 12 1 16 2 1446 2 16 15 16 16 2 15 43 1 43 16 43 2 1212 131 15 15 16 15 403 15 43 1 131 13 12 16 2 12 403
split_gain=6.61626 1.12544 0.699667 0.605559 0.489289 0.690916 0.438563 0.329891 0.293786 0.238906 0.23595 0.42621 0.233203 0.179138 0.124295 0.147007 0.205529 0.167622 0.123426 0.170845 0.118376 0.108443 0.0879977 0.0840062 0.0807342 0.0922175 0.0812335 0.0782937 0.0699456 0.0501674 0.0470688 0.0446849 0.0566229 0.0333867 0.0212287 0.0185265 0.0143704 0.00100099
threshold=0.10921500000000002 0.13074500000000003 0.039965000000000007 0.085075000000000026 0.085720000000000005 0.19384500000000002 0.08622500000000001 0.089430000000000009 -0.0098549999999999974 -0.087589999999999987 0.092705000000000023 -0.0090799999999999995 -0.40430999999999989 0.14253500000000002 -0.086819999999999994 0.0055950000000000001 1.0000000180025095e-35 -0.073404999999999984 -0.28430999999999995 -0.025079999999999995 0.089795000000000014 0.083355000000000026 0.089055000000000009 0.13248000000000001 -0.089604999999999976 -0.0018499999999999999 -0.10981499999999998 -0.08989999999999998 -0.43091499999999999 -0.074874999999999983 0.077375000000000013 0.082180000000000017 -0.040229999999999995 0.093625000000000014 -0.080909999999999996 0.084665000000000004 0.087035000000000015 -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 2 2 2 2
left_child=2 3 4 18 7 6 8 14 -6 -8 11 20 28 -14 24 16 17 -16 -2 -20 21 30 -10 31 25 26 -1 -23 -3 -5 35 32 33 -12 -32 -4 -29 -35
right_child=1 12 10 29 5 -7 9 -9 22 -11 23 -13 13 -15 15 -17 -18 -19 19 -21 -22 27 -24 -25 -26 -27 -28 36 -30 -31 34 -33 -34 37 -36 -37 -38 -39
leaf_value=0.00083518604966000085 0.00048875495956721669 0.00016709850644495077 0.00095962667928216696 0.00061273642649490733 0.00050129514600707364 0.00086961834484870499 0.00055917584805675359 0.00050840568708698244 0.00083908902664315231 0.00030498992523890299 0.00072068658069095073 0.001152441274871337 0.0004041685576886162 0.00016092143194537301 0.00077062264335317097 0.00058600867265943114 0.00095842745139162078 0.00058488737783893372 0.00018538783404619611 0.0004343743615553389 0.00069034014378434251 0.00069541372473464185 0.00065948134197654025 0.00065194547340013552 0.00095194275919020983 0.00093209577029543711 0.00070754721447657419 0.00080158927333433467 0 0.00075185371886412841 0.00078331505123381323 0.00070569213002116089 0.00088366590586384287 0.00083956034986023631 0.00088518787897626065 0.00089285314358098725 0.00089109375914307504 0.00078994655075548573
leaf_weight=125 77 56 95 64 76 103 83 53 73 80 82 54 72 62 310 58 54 66 57 65 52 65 55 62 52 54 107 56 53 59 59 65 81 55 53 161 52 56
leaf_count=125 77 56 95 64 76 103 83 53 73 80 82 54 72 62 310 58 54 66 57 65 52 65 55 62 52 54 107 56 53 59 59 65 81 55 53 161 52 56
internal_value=0 0.000369352 0.000766429 0.000497363 0.000716548 0.000630172 0.000562875 0.000762692 0.000665166 0.000434638 0.000830603 0.00086999 0.000199578 0.000291884 0.000778966 0.000744559 0.000765863 0.000738114 0.000384452 0.000318333 0.00084421 0.000858935 0.000762189 0.000766965 0.000828538 0.000805977 0.00077647 0.000789007 8.57783e-05 0.000679754 0.000891712 0.000787897 0.000807269 0.000775024 0.000831837 0.00091777 0.00084501 0.000814847
internal_weight=0 565 2397 322 1349 470 367 879 204 163 1048 647 243 134 826 488 430 376 199 122 593 541 128 401 338 286 232 173 109 123 368 339 274 193 112 256 108 111
internal_count=2962 565 2397 322 1349 470 367 879 204 163 1048 647 243 134 826 488 430 376 199 122 593 541 128 401 338 286 232 173 109 123 368 339 274 193 112 256 108 111
is_linear=0
shrinkage=0.0032998


Tree=8894
num_leaves=27
num_cat=0
split_feature=1 2 1 3 16 2 11 13 2 2 2 2 13 42 1447 16 3 1 133 42 2 52 133 2 42 133
split_gain=11.9929 2.1467 1.2538 0.971753 0.775525 0.929836 0.694513 0.504786 0.502718 0.422901 0.40784 0.255818 0.25413 0.21362 0.181515 0.166931 0.163865 0.169033 0.149396 0.144697 0.133033 0.116254 0.0993545 0.0895121 0.0658623 0.0256019
threshold=0.10921500000000002 0.14253500000000002 0.091395000000000018 -0.049204999999999992 0.28127000000000008 0.093670000000000017 0.079700000000000007 -1.0000000180025095e-35 0.11426500000000002 0.098500000000000018 -1.0000000180025095e-35 0.25063000000000007 -0.05171499999999999 0.090645000000000017 -0.086254999999999984 -0.013359999999999999 -0.12077499999999998 0.087110000000000007 0.087120000000000017 0.085195000000000007 0.12068000000000001 0.029970000000000007 0.056015000000000002 0.079570000000000016 0.088575000000000015 0.075180000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 8 5 18 9 -7 13 14 -5 -3 -12 -2 -1 21 -16 23 24 -19 22 -11 -17 -18 -4 -23
right_child=1 11 4 10 -6 7 -8 -9 -10 15 12 -13 -14 -15 16 20 17 19 -20 -21 -22 25 -24 -25 -26 -27
leaf_value=0.0012572858226810671 0.0011100718924271168 0.00027034792867241663 0.001051142711844148 0.00031343593872810483 0.0012078666831649291 0.00036915519896468048 0.0014385269792383053 0.00078770532930786123 0.00055890841056391489 0.00092066740522845172 0.00046871368041789699 -1.9291885747629375e-05 0.00071587241457869233 0.00081213654086289828 0.00093520561594456558 0.00084403671719650872 0.00097946331010638943 0.00091282680507935219 0.00080991341938551524 0.0010947412482479107 0.00076142353625450576 0.0010538698068908981 0.0010385786698887661 0.0011177480866209242 0.00092693168618316116 0.0011624920608836119
leaf_weight=74 52 77 102 86 72 57 58 71 52 63 94 58 90 56 77 52 58 99 71 100 57 72 73 1087 102 52
leaf_count=74 52 77 102 86 72 57 58 71 52 63 94 58 90 56 77 52 58 99 71 100 57 72 73 1087 102 52
internal_value=0 0.000508998 0.00104356 0.00062299 0.000891324 0.000834683 0.00108116 0.000601595 0.000827107 0.00107002 0.000501902 0.000145649 0.000589798 0.000955913 0.0010949 0.000969143 0.00108642 0.00109505 0.000943047 0.00100442 0.000896581 0.00103958 0.000957931 0.00111077 0.00098921 0.00109971
internal_weight=0 565 2397 430 475 403 1922 128 160 1864 270 135 184 108 1495 369 1421 1344 275 199 182 187 125 1145 204 124
internal_count=2962 565 2397 430 475 403 1922 128 160 1864 270 135 184 108 1495 369 1421 1344 275 199 182 187 125 1145 204 124
is_linear=0
shrinkage=0.0032998


Tree=8895
num_leaves=14
num_cat=0
split_feature=0 4 0 403 8 1 52 1429 151 40 3 4 402
split_gain=0.128334 0.0887936 0.0838515 0.0871916 0.0828834 0.104941 0.148547 0.110406 0.0746178 0.069815 0.0692889 0.056058 0.0165133
threshold=0.098975000000000021 -0.49269499999999994 -0.24203499999999997 -0.52917499999999984 0.086320000000000022 0.10075500000000003 -0.40011499999999994 0.08759500000000002 -0.086879999999999985 -0.072564999999999991 -0.047774999999999991 0.061835000000000008 -0.019914999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 12 5 7 -7 9 -8 -5 -10 -11 -4
right_child=1 -3 3 4 -6 6 8 -9 10 11 -12 -13 -14
leaf_value=0.0097334571129601716 0.0024033784838621754 -0.0054932203135733661 0.0056600722316298407 0.0097674455080463077 0.0094255362333447099 0.0091790017219600343 -0.0054448671651206402 -0.0024521984480632112 0.0034584390000911504 0.0038088166796461224 -0.00077696617918534259 0.00074448321250996058 0.0099870279423968384
leaf_weight=56 79 82 52 52 55 55 63 87 169 1653 309 190 54
leaf_count=56 79 82 52 52 55 55 63 87 169 1653 309 190 54
internal_value=0 -0.00160733 0.00327166 0.00313889 0.00294729 0.00280838 0.000846335 0.00339747 0 0.00366698 0.00071673 0.00349388 0.00788132
internal_weight=0 161 2795 2739 2633 2578 596 1982 541 1895 478 1843 106
internal_count=2956 161 2795 2739 2633 2578 596 1982 541 1895 478 1843 106
is_linear=0
shrinkage=0.16829


Tree=8896
num_leaves=28
num_cat=0
split_feature=1 3 4 2 2 2 43 52 3 1 13 51 4 1455 0 49 4 4 0 0 13 402 1 484 0 15 0
split_gain=4.1233 0.946942 0.527454 0.480414 0.455465 0.312911 0.295465 0.267262 0.510107 0.389551 0.132166 0.129456 0.195846 0.143878 0.11209 0.0880605 0.0865737 0.143982 0.119412 0.0845749 0.0714172 0.0711903 0.0673696 0.0637074 0.0505178 0.044087 0.0410185
threshold=0.10921500000000002 -0.057749999999999989 0.41377500000000006 0.090835000000000013 -0.0098549999999999974 0.14132000000000003 -0.049999999999999996 -0.45635499999999996 -0.097199999999999995 0.088470000000000007 -0.052719999999999996 -0.090039999999999995 -0.14994999999999997 0.0093900000000000008 -0.067434999999999981 -0.038669999999999989 0.049545000000000006 0.18095500000000003 -0.085089999999999985 -0.067969999999999989 -0.064249999999999988 0.11184000000000001 0.100925 -0.081614999999999979 -0.064994999999999983 -0.24511999999999998 -0.090729999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 24 4 -1 6 19 22 14 16 -8 -6 -13 21 -9 -11 18 26 -10 -3 -20 23 -5 -14 -2 -7 -18
right_child=1 5 -4 7 11 25 10 8 9 15 -12 12 13 -15 -16 -17 17 -19 20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00052597044049807666 0.00077568933375985567 0.00013545970842689551 0.00031126077405659529 0.0007262065204367233 0.00064520496663288943 0.00021046077924388138 0.00035875063460635045 0.00051678776440111326 0.00087589310776563874 0.00058049332773207028 0.00056174196981555874 0.00096831861564970496 0.00067558144823674695 0.00063351094112076487 0.00030575760371628072 0.00040074122151887375 0.00064835419443699186 0.0007579730179757666 0.00076147463568546818 0.00032267853836632658 0.00065481678796627471 0.0008816983352976631 0.00087724741804578749 0.00077389784561270102 0.00063897799640352945 7.7919503021016981e-05 0.0005227528566377807
leaf_weight=96 56 55 55 103 99 59 74 61 54 62 69 54 84 90 52 61 52 76 134 52 159 66 52 977 75 53 76
leaf_count=96 56 55 55 103 99 59 74 61 54 62 69 54 84 90 52 61 52 76 134 52 159 66 52 977 75 53 76
internal_value=0 0.000392057 0.000583612 0.000709354 0.000746879 0.000293537 0.000358572 0.000650917 0.00062602 0.00066051 0.000456944 0.000762333 0.000771428 0.000762663 0.000419988 0.000491634 0.000698144 0.000642745 0.000730611 0.000226774 0.000703716 0.000772946 0.000777106 0.000766147 0.000697688 0.000148055 0.000574054
internal_weight=0 548 186 2408 1466 362 250 942 787 674 143 1370 1271 1217 113 123 551 204 347 107 293 1127 155 1061 131 112 128
internal_count=2956 548 186 2408 1466 362 250 942 787 674 143 1370 1271 1217 113 123 551 204 347 107 293 1127 155 1061 131 112 128
is_linear=0
shrinkage=0.0032998


Tree=8897
num_leaves=26
num_cat=0
split_feature=1 2 4 2 2 3 2 150 1429 1 3 43 474 4 3 4 1 4 43 3 48 3 43 483 48
split_gain=6.61117 1.64584 0.977942 0.656224 0.641161 0.368406 0.361009 0.342655 0.296396 0.29278 0.283133 0.167117 0.140515 0.140502 0.113694 0.113405 0.0918581 0.0918276 0.128551 0.0825116 0.0814624 0.0484517 0.0421566 0.0361225 0.0135935
threshold=0.10455000000000002 0.14132000000000003 0.27420500000000009 0.090835000000000013 -0.0098549999999999974 -0.055389999999999988 0.13154000000000002 0.082085000000000019 0.084710000000000021 0.12040000000000002 -0.0031199999999999995 -0.06372499999999999 0.085630000000000012 -0.14994999999999997 0.0053500000000000015 -0.27577999999999997 0.11206000000000001 0.046185000000000004 -0.076364999999999988 -0.057749999999999989 0.083305000000000004 -0.088484999999999994 -0.049999999999999996 0.087820000000000023 0.097690000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 -1 21 7 12 13 16 -3 -7 15 -6 20 -5 -4 19 -19 -17 23 -2 -11 -15 -22
right_child=1 10 9 6 8 11 -8 -9 -10 22 -12 -13 -14 14 -16 17 -18 18 -20 -21 24 -23 -24 -25 -26
leaf_value=0.00082055248628947516 0.00093584533391890005 0.00055678709408054814 0.00062482735515677508 0.00094271917890188068 0.0012979948114288143 0.00065613142494832177 0.00072601845960365476 0.00079783411520472725 0.00093596769485946262 0.00041985738207328462 0.00024347734189716596 0.00087330086857741001 0.0008988338732634658 0.0011339991282996755 0.00097699212829557239 0.001079296443909365 0.00081838043724166329 0.00089494996144547057 0.0010784576956449036 0.0012270714986156541 0.0012500065270491618 0.0010652147281657639 0.00055229251724888534 0.0010360892609185904 0.0011650583263792941
leaf_weight=79 59 52 52 96 62 66 52 75 84 53 81 100 78 960 52 318 61 72 111 52 86 91 60 52 52
leaf_count=79 59 52 52 96 62 66 52 75 84 53 81 100 78 960 52 318 61 72 111 52 86 91 60 52 52
internal_value=0 0.000695671 0.000776445 0.00106761 0.00111112 0.000895221 0.000994867 0.00101225 0.00112812 0.000610212 0.000366239 0.000787169 0.00103433 0.00114087 0.00113273 0.00105056 0.000729624 0.00106921 0.00100645 0.00110016 0.00113974 0.00101456 0.000490489 0.001129 0.00121825
internal_weight=0 675 542 2281 1427 316 854 802 1348 226 133 166 727 1264 1202 649 113 553 183 370 1150 150 113 1012 138
internal_count=2956 675 542 2281 1427 316 854 802 1348 226 133 166 727 1264 1202 649 113 553 183 370 1150 150 113 1012 138
is_linear=0
shrinkage=0.0032998


Tree=8898
num_leaves=32
num_cat=0
split_feature=2 2 2 2 39 39 2 49 123 2 1455 10 2 13 13 15 15 156 156 151 160 13 475 2 15 2 15 15 15 403 2
split_gain=5.30359 3.01109 1.51563 1.02825 0.689999 0.379206 0.359955 0.352697 0.225574 0.206276 0.187051 0.178708 0.166431 0.162241 0.159895 0.145266 0.132225 0.116003 0.0867602 0.0826619 0.0665058 0.0703337 0.0659331 0.057656 0.0530073 0.0903773 0.0482961 0.0354478 0.159623 0.0354305 0.0184888
threshold=0.11870500000000002 -1.0000000180025095e-35 0.099845000000000003 0.25063000000000007 0.08481000000000001 0.082765000000000019 0.088300000000000003 -0.042254999999999994 0.090655000000000013 0.14870000000000003 0.083760000000000015 -0.0034499999999999995 0.10472500000000001 -0.0097099999999999981 -0.026489999999999996 -0.091074999999999975 -0.11277999999999998 0.086995000000000017 0.089280000000000012 -1.0000000180025095e-35 0.041025000000000006 -0.081659999999999996 -0.0095899999999999978 0.090885000000000007 -0.025879999999999997 0.084685000000000024 0.037885000000000009 0.025430000000000005 -0.032144999999999993 -1.0000000180025095e-35 0.12551500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 8 13 7 17 -4 9 16 14 -6 -9 -1 27 -14 -2 20 -19 -16 24 -22 -17 -21 25 -3 -26 28 -8 -29 -18
right_child=3 2 5 -5 11 -7 10 12 -10 -11 -12 -13 15 -15 19 22 30 18 -20 23 21 -23 -24 -25 26 -27 -28 29 -30 -31 -32
leaf_value=0.00084346608790832273 0.00053850821015494579 0.00094040109681629023 0.0006026369794963326 7.8095366980335392e-05 0.00046932296966114819 0.00051654912819998279 0.0010140334871521386 0.00097341381288384152 0.00036052585082191048 0.00041184116723206216 0.00072625298351226331 0.00019540307048721288 0.00066422274193175671 0.00058909164639476869 0.00074516156586878633 0.00095174248505682706 0.00066428999157191928 0.00080868507001127506 0.00098272721478858283 0.0009723691465801438 0.0010167513281614769 0.0008504599115307333 0.00080911346266952463 0.00085397434999365197 0.0011400585270374666 0.001076620299166592 0.0010356779913384465 0.0010930397947982414 0.00081498122347594467 0.00097220919569322348 0.00075796953488633612
leaf_weight=52 79 171 80 60 53 59 138 88 56 54 56 52 63 61 52 54 52 54 87 77 68 54 131 137 60 85 663 55 68 73 64
leaf_count=52 79 171 80 60 53 59 138 88 56 54 56 52 63 61 52 54 52 54 87 77 68 54 131 137 60 85 663 55 68 73 64
internal_value=0 0.000898738 0.000932853 0.00047366 0.000527228 0.000765806 0.00097464 0.000801073 0.000551361 0.000594138 0.000911549 0.000334003 0.000848215 0.000706461 0.000928784 0.000803647 0.00064444 0.00100794 0.000916323 0.00086724 0.00101964 0.000943436 0.000850936 0.000896739 0.0010291 0.000985768 0.00104439 0.000977693 0.000948498 0.0010244 0.000716279
internal_weight=0 2591 2373 365 218 475 1898 416 305 249 656 105 336 113 600 248 195 1242 141 266 1101 122 185 214 979 256 723 334 206 128 116
internal_count=2956 2591 2373 365 218 475 1898 416 305 249 656 105 336 113 600 248 195 1242 141 266 1101 122 185 214 979 256 723 334 206 128 116
is_linear=0
shrinkage=0.0032998


Tree=8899
num_leaves=20
num_cat=0
split_feature=3 0 1455 1455 484 43 4 4 4 4 1 12 1 13 16 160 0 1429 4
split_gain=0.150811 0.0841771 0.159411 0.158171 0.11651 0.111338 0.09744 0.0900151 0.113178 0.0793441 0.0778548 0.0966149 0.0735549 0.0730971 0.0716172 0.0612622 0.0547051 0.0748209 0.0330973
threshold=0.31351000000000001 -0.069074999999999984 0.0034400000000000008 0.09499500000000001 -0.07742499999999998 -0.22491499999999998 -0.041239999999999992 -0.064609999999999987 -0.17568999999999999 -0.14088999999999999 0.13385500000000003 0.023990000000000004 0.12040000000000002 -0.49410499999999996 0.19384500000000002 0.11475 -0.071749999999999994 0.087070000000000022 0.056815000000000011
decision_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 -3 -6 7 8 14 -1 11 -8 15 -2 -7 16 17 -11 -13
right_child=13 4 3 -5 5 6 10 -9 -10 12 -12 18 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.01148568548608281 0.0026425615527864987 0.01042237997172844 -0.004846234885145153 0.0054225546598386408 -0.0044927635372409829 0.010078547027627663 -0.0064206241646411659 0.011201397448288054 -0.002834429875085569 0.0058166112626955391 0.0061035313382736761 -0.0011394416837427542 0.00062202371365867488 -0.005982296508054985 0.0031860444004471996 0.0015561355574272245 0.01066418480339631 -0.00063556518206145938 0.0045766957957553232
leaf_weight=62 55 54 87 83 62 67 65 55 58 1655 53 57 90 56 121 103 64 52 57
leaf_count=62 55 54 87 83 62 67 65 55 58 1655 53 57 90 56 121 103 64 52 57
internal_value=0 0.00461882 0.00511756 0.000156782 0.00292847 0.00224533 0.0030325 0.00503073 0.00364381 0.00553293 0.000432213 -0.00123697 0.0053441 -0.00169253 0.00565197 0.00556992 0.00580234 0.00561901 0.00170287
internal_weight=0 2845 2196 170 649 595 533 301 246 2026 232 179 1964 111 188 1874 1771 1707 114
internal_count=2956 2845 2196 170 649 595 533 301 246 2026 232 179 1964 111 188 1874 1771 1707 114
is_linear=0
shrinkage=0.16829


Tree=8900
num_leaves=20
num_cat=0
split_feature=2 2 2 39 106 160 0 11 2 0 48 2 401 15 158 1455 1447 160 2
split_gain=0.232853 0.0873703 0.110002 0.106261 0.101643 0.11075 0.101509 0.137775 0.159357 0.0887658 0.064035 0.0585873 0.0575632 0.0938577 0.0645577 0.061659 0.0438832 0.0530228 0.0503932
threshold=0.14870000000000003 0.083725000000000008 0.084245000000000014 0.099350000000000008 0.085650000000000018 0.0088350000000000008 -0.12368999999999998 1.0000000180025095e-35 0.11411 -0.10339499999999999 0.014805 0.10406500000000002 0.080265000000000017 0.085550000000000015 0.10312500000000001 0.084775000000000017 -0.037349999999999994 -0.087899999999999992 -0.047824999999999993
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 5 9 7 8 11 -1 -2 -4 14 -14 15 -8 -11 -18 -19
right_child=10 2 3 -5 -6 -7 12 -9 -10 16 -12 -13 13 -15 -16 -17 17 18 -20
leaf_value=0.012616502174805047 -0.0057233925208958368 -0.0026949035300969241 -0.00052740675518019075 -0.0027734866410512714 -0.00063696756221895965 0.0011589405874526406 0.0058945456953027079 0.0093990786201753242 0.0063315159644471968 0.011147784565607721 0.0018609792721794305 -0.0069334653580004589 -0.0020392369234626825 0.0064301884204855326 0.0003458147016464688 0.0012554754804262817 0.0015668547506945676 0.010609055989447436 0.0059362164036956232
leaf_weight=79 79 68 122 60 60 96 1219 54 80 55 52 61 81 68 71 88 65 80 393
leaf_count=79 79 68 122 60 60 96 1219 54 80 55 52 61 81 68 71 88 65 80 393
internal_value=0 0.0045518 0.00394 0.00417791 0.00600672 0.00652809 0.00440507 0.00165612 5.94794e-05 0.00729244 -0.00269909 -0.00267258 0.00497456 0.00181395 0.00531501 0.00558357 0.00658014 0.00610984 0.00673035
internal_weight=0 2800 1972 1904 828 768 1844 317 263 672 131 183 1527 149 1378 1307 593 538 473
internal_count=2931 2800 1972 1904 828 768 1844 317 263 672 131 183 1527 149 1378 1307 593 538 473
is_linear=0
shrinkage=0.16829


Tree=8901
num_leaves=21
num_cat=0
split_feature=4 9 13 475 15 12 4 12 15 15 1 475 150 1213 15 1213 160 1203 4 160
split_gain=0.210126 0.0879959 0.157872 0.0768745 0.192722 0.0785107 0.087588 0.12464 0.164139 0.146794 0.0932111 0.0744152 0.0627088 0.0524877 0.127794 0.118442 0.0681141 0.0492357 0.0354618 0.0522359
threshold=0.6224900000000001 1.0000000180025095e-35 -0.0073349999999999986 -0.083449999999999983 -0.0044499999999999991 0.078120000000000009 -0.17568999999999999 -0.014854999999999998 -0.025879999999999997 -0.26361999999999991 0.10210500000000002 -0.080909999999999996 0.085360000000000005 -0.086979999999999988 0.084985000000000019 -0.17088999999999996 -0.53327999999999987 0.089100000000000013 -0.0090849999999999976 -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 3 -3 4 18 6 -5 9 10 -8 -9 -7 -11 14 -13 -16 -15 -18 19 -1
right_child=-2 2 -4 5 -6 11 7 8 -10 12 -12 13 -14 16 15 -17 17 -19 -20 -21
leaf_value=-0.0014104698297886921 -0.0066820285672739982 0.0020069129281537058 0.015103083844260739 0.0068152722011804992 -0.0066996181080473264 0.010604723931364173 -0.002341550463401721 -0.0032297964560934369 -0.0077344044584423148 0.0080102456487015188 0.0044644804913402903 0.0011445651364778444 0.0012277612299828639 -0.0010016469979709452 0.0054433993449317132 0.015902687594624647 0.0042895764579707818 -0.00085583155680616599 0.0067600488514790724 0.0057424833006640575
leaf_weight=63 56 53 52 99 71 53 78 73 78 149 114 73 53 77 71 55 1490 54 66 53
leaf_count=63 56 53 52 99 71 53 78 73 78 149 114 73 53 77 71 55 1490 54 66 53
internal_value=0 0.00371552 0.00850975 0.00353314 0.000728007 0.00381439 0.00220584 0.00136523 -0.00124569 0.0038427 0.00145122 0.0043665 0.00623958 0.00418385 0.00677525 0.0100232 0.00386461 0.00410846 0.00363547 0.0018422
internal_weight=0 2875 105 2770 253 2517 644 545 265 280 187 1873 202 1820 199 126 1621 1544 182 116
internal_count=2931 2875 105 2770 253 2517 644 545 265 280 187 1873 202 1820 199 126 1621 1544 182 116
is_linear=0
shrinkage=0.16829


Tree=8902
num_leaves=20
num_cat=0
split_feature=12 33 52 474 15 2 12 12 150 151 50 13 13 13 50 13 52 16 52
split_gain=0.1544 0.0787084 0.0650841 0.0938447 0.150935 0.0936281 0.0860013 0.107743 0.0833952 0.101552 0.0502923 0.0771504 0.0909552 0.0630786 0.0451691 0.0627984 0.042886 0.0385167 0.0231559
threshold=-0.19698999999999997 0.075230000000000019 -0.53299999999999992 0.083840000000000012 -0.0080049999999999982 0.08647500000000001 0.088365000000000013 0.089085000000000011 0.10871000000000001 -0.086654999999999982 0.116495 -0.00080499999999999983 0.0031100000000000004 -0.09194999999999999 0.086370000000000016 -0.082794999999999994 -0.55248999999999981 0.25032500000000008 -0.5663649999999999
decision_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 5 14 10 8 -8 9 -7 11 13 -13 -4 15 -5 18 -9 -2
right_child=1 -3 3 4 -6 6 7 17 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.0056607373098638393 0.006542772412647147 0.0095394716608380309 0.0073843916922811939 -0.0028126141862931486 -0.006084569791719033 -0.0056968907048213762 0.010791454048763022 0.0033689396135136098 0.0060768903346795407 0.00095981751623013976 -0.00066661030726715127 0.012382678144242739 0.0048557990833631038 0.0031766809047720024 0.006534408441653366 0.0037859972887114611 0.0093994352471544664 -0.00057984038592809783 0.001603001882874387
leaf_weight=58 53 53 121 72 84 75 53 564 74 482 53 72 127 637 54 94 69 79 57
leaf_count=58 53 53 121 72 84 75 53 564 74 482 53 72 127 637 54 94 69 79 57
internal_value=0 0.00309886 0.00297718 0.00276545 -1.01108e-05 0.00312727 0.00219523 0.00348595 0.000768709 6.02668e-05 0.00435006 0.00462977 0.00758812 0.00385073 0.00230106 0.000913126 0.00609102 0.00288099 0.00399941
internal_weight=0 2873 2820 2641 304 2337 1327 696 631 557 1010 957 199 758 220 166 179 643 110
internal_count=2931 2873 2820 2641 304 2337 1327 696 631 557 1010 957 199 758 220 166 179 643 110
is_linear=0
shrinkage=0.16829


Tree=8903
num_leaves=27
num_cat=0
split_feature=1 12 1 1 12 0 1 4 43 457 51 0 3 39 4 0 0 15 13 39 42 4 43 15 160 15
split_gain=4.27704 0.986258 0.520436 0.514234 0.478359 0.301501 0.345346 0.353908 0.251383 0.222515 0.195379 0.228944 0.170482 0.308591 0.147427 0.141283 0.144804 0.147008 0.119079 0.113383 0.108406 0.0963591 0.0888293 0.0687356 0.05376 0.0153297
threshold=0.10921500000000002 0.085075000000000026 0.13130500000000003 0.14646500000000004 0.056995000000000011 -0.061204999999999989 0.081540000000000015 -0.10429499999999998 -0.049364999999999992 0.088020000000000001 -0.097124999999999989 -0.0033699999999999993 0.088880000000000015 0.0047850000000000011 0.022635000000000006 -0.14920999999999998 -0.11656999999999999 0.093185000000000004 -0.014114999999999997 0.087370000000000017 0.116275 0.10055500000000002 -0.082204999999999986 -0.22805999999999996 -0.071204999999999991 -0.070974999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 14 8 9 15 7 -7 18 10 -1 12 13 -12 -3 -6 -17 20 -2 -15 21 -18 -19 -10 -24 -25
right_child=1 2 -4 -5 5 6 -8 -9 23 -11 11 -13 -14 19 -16 16 17 22 -20 -21 -22 -23 24 25 -26 -27
leaf_value=0.00072645745769474215 0.00026120872142595356 0.00077305697538626735 0.00026426481623580025 -5.5644340312793778e-05 0.00086011510312753022 0.00024348361382393625 0.00074171334384189296 0.00059174097516563216 0.00027467844081523847 0.00035216115419235087 0.00080515353942412773 0.00035546681415278108 0.00042611632510127022 0.00041354523587599595 0.0005415575938637967 0.00052112051013473732 0.00071557070288114034 0.0005092855187919037 4.8554902616119023e-05 0.00063059267396520539 0.00055541277212895282 0.0005723519819876543 0.00074816790235729738 0.00044789487276442557 0.00062276185351444445 0.00036406891440255324
leaf_weight=80 61 55 58 59 52 53 70 81 69 54 72 59 56 53 70 60 1245 64 55 55 54 56 52 60 176 52
leaf_count=80 61 55 58 59 52 53 70 81 69 54 72 59 56 53 70 60 1245 64 55 55 54 56 52 60 176 52
internal_value=0 0.000326615 0.000523634 0.000225239 0.000652141 0.000674038 0.000553069 0.00045426 0.000281156 0.000551868 0.000580532 0.000540839 0.000587033 0.0006369 0.000643699 0.000688047 0.000682785 0.000688653 0.000160685 0.000524405 0.000703321 0.000709433 0.000620464 0.000358169 0.000651518 0.00040929
internal_weight=0 539 183 356 2392 1963 204 134 297 429 375 295 236 180 125 1759 1707 1647 116 108 1355 1301 292 181 228 112
internal_count=2931 539 183 356 2392 1963 204 134 297 429 375 295 236 180 125 1759 1707 1647 116 108 1355 1301 292 181 228 112
is_linear=0
shrinkage=0.0032998


Tree=8904
num_leaves=21
num_cat=0
split_feature=4 376 13 150 14 0 4 4 0 14 4 52 159 159 0 0 4 13 0 52
split_gain=1.65759 0.396141 0.359258 0.205625 0.21501 0.202318 0.363581 0.186887 0.131827 0.260584 0.342212 0.231073 0.131132 0.364001 0.176069 0.120182 0.118608 0.109208 0.046431 0.0340238
threshold=0.31392000000000003 0.084770000000000026 -0.16392499999999996 0.081245000000000026 -0.45687499999999998 -0.029849999999999998 -0.42305999999999994 -0.5109999999999999 -0.11073999999999999 0.073890000000000011 0.061295000000000009 -0.069059999999999996 0.087410000000000015 0.0043550000000000004 -0.075804999999999997 -0.063819999999999988 0.0049450000000000006 -0.42246499999999992 -0.14385499999999998 -0.090304999999999983
decision_type=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 -2 8 7 -7 9 10 11 -4 13 16 19 18 -10 -1 -6 -14
right_child=3 -3 5 -5 15 6 -8 -9 12 -11 -12 -13 14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00038359775954113757 0.00032378020665646312 0.00019034542561640355 0.00038391950605884997 0.00035272622060000526 8.881127194004786e-05 0.00030983924079057602 0.00019660184308500499 0.00055254661098291683 0.00050222963690298693 0.00059658136973606045 0.00051138195319005227 0.00011044116788030701 0.00054242227250465803 0.00074122868984731873 0.00025627976631777344 -2.0464023812242514e-05 0.00042387220504834944 0.00017096704219669027 0.00022591494394685755 0.00042804440427890981
leaf_weight=52 59 60 72 73 54 53 80 104 1411 68 99 64 53 66 59 64 255 55 56 74
leaf_count=52 59 60 72 73 54 53 80 104 1411 68 99 64 53 66 59 64 255 55 56 74
internal_value=0 0.000456388 0.000462597 0.000199542 0.000151397 0.000470765 0.000378417 0.000470838 0.000480604 0.000415876 0.000363437 0.000255483 0.000490811 0.000499841 0.00040653 9.27434e-05 0.000490257 0.000274631 0.00015893 0.000476054
internal_weight=0 2625 2565 306 233 2458 237 157 2221 303 235 136 1918 1732 186 174 1666 107 110 127
internal_count=2931 2625 2565 306 233 2458 237 157 2221 303 235 136 1918 1732 186 174 1666 107 110 127
is_linear=0
shrinkage=0.0032998


Tree=8905
num_leaves=24
num_cat=0
split_feature=3 15 15 48 3 12 159 12 48 3 15 43 3 15 12 475 15 42 39 49 49 39 402
split_gain=5.9514 2.06916 1.04293 0.957692 0.693934 0.554896 0.491241 0.483116 0.346713 0.299648 0.735852 0.21794 0.264078 0.216954 0.210807 0.229613 0.202115 0.191565 0.151008 0.10628 0.0969347 0.0829306 0.0469894
threshold=-0.057749999999999989 -0.26361999999999991 -0.24511999999999998 0.093995000000000009 0.12168500000000002 -1.0000000180025095e-35 0.081975000000000006 0.078120000000000009 0.11028500000000001 -0.14088999999999999 0.025430000000000005 -1.0000000180025095e-35 0.13772500000000001 -1.0000000180025095e-35 0.096675000000000025 -0.085864999999999983 -0.45775499999999997 -0.0047199999999999994 0.089155000000000012 -0.079769999999999994 0.098965000000000011 0.085970000000000005 -0.071209999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 16 -1 4 5 17 13 -4 9 10 -9 -5 -13 -7 15 -11 18 -3 -2 -17 22 -19 -16
right_child=1 3 7 11 -6 6 -8 8 -10 14 -12 12 -14 -15 20 19 -18 21 -20 -21 -22 -23 -24
leaf_value=0.00056212138338420259 0.00056687900981771994 0.00090187215374657381 0.00071948362979118387 0.00036973514912242328 0.00056919054138801191 0.0008158398479931276 0.0012886519782189954 0.00098413389623224629 0.000782809905851559 0.00086841096532129329 0.0014196815737769449 0.0007990308577412482 0.00047011757662401214 0.0010497946370048074 0.0010626048398895288 0.00092971790215764139 0.00022413596027164937 0.00059415822459748212 0.0003279465301406044 0.0010623837423533308 0.00083395953912647361 0.00076627264492727741 0.00095598302204470827
leaf_weight=55 63 75 56 52 87 98 52 99 60 78 75 53 55 81 66 74 64 58 55 1287 64 72 226
leaf_count=55 63 75 56 52 87 98 52 99 60 78 75 53 55 81 66 74 64 58 55 1287 64 72 226
internal_value=0 0.000687558 0.00101206 0.000770918 0.000839388 0.000893222 0.00100461 0.00102391 0.0010323 0.00103988 0.00117207 0.000546886 0.000631855 0.000921904 0.00102705 0.0010451 0.000374536 0.00076753 0.000455811 0.0010552 0.000954011 0.000689754 0.000980203
internal_weight=0 865 2140 683 523 436 231 2085 2029 1969 174 160 108 179 1795 1439 182 205 118 1361 356 130 292
internal_count=3005 865 2140 683 523 436 231 2085 2029 1969 174 160 108 179 1795 1439 182 205 118 1361 356 130 292
is_linear=0
shrinkage=0.0032998


Tree=8906
num_leaves=27
num_cat=0
split_feature=1 48 2 11 1 457 1 403 1453 2 2 12 133 43 2 132 1204 133 2 43 123 12 474 129 43 1
split_gain=0.20439 0.116158 0.165305 0.104131 0.0571129 0.0581428 0.0544494 0.163498 0.0834109 0.0764817 0.0772176 0.0682664 0.0971423 0.142859 0.11722 0.0536589 0.0697771 0.0531809 0.0745971 0.0473958 0.0395401 0.0955763 0.0381943 0.0479948 0.0238658 0.0423138
threshold=0.095920000000000019 0.10184000000000001 0.12250500000000002 0.079700000000000007 0.14684500000000003 0.084740000000000024 0.080320000000000016 -0.080124999999999988 -0.075794999999999987 0.085730000000000015 0.091570000000000012 0.084065000000000015 -0.043354999999999998 -0.025879999999999997 0.087515000000000023 -0.033834999999999997 -0.0076699999999999989 -0.07712999999999999 0.12750000000000003 1.0000000180025095e-35 0.084000000000000005 -1.0000000180025095e-35 0.088510000000000019 0.098380000000000009 -0.082204999999999986 0.089150000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 6 5 17 8 -8 -1 19 -11 12 -10 14 -14 16 -13 -2 20 24 21 -19 23 -17 -9 -26
right_child=1 2 -4 -5 -6 -7 7 9 11 10 -12 15 13 -15 -16 22 -18 18 -20 -21 -22 -23 -24 -25 25 -27
leaf_value=-0.0011696967266848859 0.0076518881504075579 -0.0095821987624059076 0.0021322735333840132 0.010989203778840167 -0.0023997604812019966 -0.0017371246348662028 -0.0039380667493396013 0.0039813619338137972 0.0019298951836732936 -0.004337151628647418 0.0047466929848543173 0.0117870091415853 0.0017935353507205316 0.016557908468539034 0.012075848368793659 0.0041261110746876398 0.0043463019137475745 -0.0036310289067904454 -0.0017974382024729134 0.0017025848055868104 0.006955042546328517 0.0039525568571375166 0.0078674415368731061 -0.00060773831320704236 0.0053034801425899903 0.010944554549282757
leaf_weight=64 70 61 77 68 67 73 86 63 65 52 54 63 71 57 57 971 85 55 87 69 81 318 72 64 83 72
leaf_count=64 70 61 77 68 67 73 86 63 65 52 54 63 71 57 57 971 85 55 87 69 81 318 72 64 83 72
internal_value=0 0.00144916 -0.00303284 0.00449345 0.00227514 0.00273569 0.00427689 0.00269772 0.00475785 0.0041544 0.000273518 0.00501111 0.00756119 0.00953005 0.00638641 0.00450169 0.00752577 0.00327303 0.00270313 0.0055815 0.00356953 0.00282952 0.00409577 0.00383165 0.00680099 0.00793544
internal_weight=0 889 138 2116 751 684 2048 479 1569 393 106 1505 250 185 128 1255 148 611 541 287 454 373 1107 1035 218 155
internal_count=3005 889 138 2116 751 684 2048 479 1569 393 106 1505 250 185 128 1255 148 611 541 287 454 373 1107 1035 218 155
is_linear=0
shrinkage=0.16829


Tree=8907
num_leaves=28
num_cat=0
split_feature=1 3 1 2 16 2 3 2 11 15 2 2 2 15 16 1447 159 133 133 42 3 51 15 1 43 1 15
split_gain=7.40519 1.26089 0.805665 0.720186 0.71425 0.616138 0.567158 0.403115 0.385798 0.30212 0.277687 0.219637 0.215908 0.181034 0.140844 0.159185 0.120097 0.138614 0.195098 0.107937 0.0941849 0.0914191 0.0814584 0.0640157 0.056375 0.0321184 0.0619407
threshold=0.10749500000000002 -0.053364999999999996 0.095920000000000019 0.14561000000000004 0.16094000000000003 0.11366500000000002 -0.016814999999999997 0.11426500000000002 1.0000000180025095e-35 0.043560000000000008 -1.0000000180025095e-35 0.11203000000000002 0.08895500000000002 -0.032144999999999993 -0.10064999999999998 -0.080344999999999986 0.082975000000000007 0.017095000000000003 -0.012769999999999998 0.087065000000000017 -0.072649999999999978 0.078960000000000016 0.10127500000000002 0.11779500000000002 -0.065749999999999989 0.11477000000000001 -0.14151499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 5 10 6 8 24 23 12 -10 -3 -12 14 -7 -1 19 17 18 -14 -16 -18 -17 -19 -2 -4 -13 -27
right_child=1 3 4 -5 -6 13 -8 -9 9 -11 11 25 16 -15 15 21 20 22 -20 -21 -22 -23 -24 -25 -26 26 -28
leaf_value=0.0010093891350315266 0.00082554172177014241 0.00023415747615914702 0.00078179025362972506 5.9226593374526589e-05 0.00093495540242996826 0.00074315371620067611 0.00035755990511955257 0.00043395742962817874 0.00087607560355785921 0.0012340711049960071 0.0006347439955972894 0.0003192555036252279 0.00080471340610972102 0.00051882122025764105 0.00084958572463514131 0.00088825439915731744 0.00081909886679519539 0.00085196513665008241 0.00062443443336522781 0.00063635226424898995 0.0010053190988255718 0.00074761626391553091 0.00071165630933195205 0.00066663928832727916 0.0006350297431233741 0.00034203540833247002 0.0005006171517230075
leaf_weight=83 62 95 57 98 74 92 90 71 53 52 53 53 153 71 54 861 77 279 119 54 53 57 58 57 67 56 56
leaf_count=83 62 95 57 98 74 92 90 71 53 52 53 53 153 71 54 861 77 279 119 54 53 57 58 57 67 56 56
internal_value=0 0.000409442 0.000819092 0.000306511 0.000654798 0.000841437 0.000557756 0.000631913 0.000857759 0.0010537 0.000383822 0.000448882 0.000846607 0.000645654 0.00087607 0.000865251 0.000802344 0.000782445 0.000725971 0.000743295 0.00089529 0.00087956 0.000827922 0.000749725 0.000702776 0.000388967 0.000421641
internal_weight=0 601 2404 411 288 2116 214 190 1953 105 313 218 1848 163 1109 1026 739 609 272 108 130 918 337 119 124 165 112
internal_count=3005 601 2404 411 288 2116 214 190 1953 105 313 218 1848 163 1109 1026 739 609 272 108 130 918 337 119 124 165 112
is_linear=0
shrinkage=0.0032998


Tree=8908
num_leaves=27
num_cat=0
split_feature=3 10 3 123 0 156 3 160 52 52 48 0 0 0 49 0 133 133 0 40 483 43 160 3 156 159
split_gain=4.1641 0.866553 0.5376 0.603986 0.496249 0.382036 0.323243 0.227749 0.174445 0.181699 0.160562 0.168128 0.154523 0.147289 0.234871 0.105262 0.095511 0.0930456 0.0919644 0.0772945 0.0693429 0.0672107 0.0666485 0.0664481 0.0144353 0.00450559
threshold=-0.057749999999999989 -0.092019999999999977 0.28833000000000003 1.0000000180025095e-35 -0.072924999999999976 0.07881500000000001 0.11500500000000001 0.084100000000000022 -0.44829999999999998 0.0030150000000000008 0.10327000000000001 -0.14920999999999998 -0.045139999999999993 -0.073374999999999982 -0.0037949999999999993 -0.10071499999999999 0.017095000000000003 0.062925000000000009 -0.095909999999999981 -0.077474999999999988 0.096520000000000009 -0.0048749999999999991 -0.065549999999999983 -0.073444999999999983 0.10792500000000001 0.082420000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 10 6 13 19 24 12 11 -1 17 14 -3 21 -11 -10 -17 -5 23 -13 -7 -20 -6 -4
right_child=1 2 25 7 8 22 -8 -9 9 16 -12 15 -14 -15 -16 18 -18 -19 20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00078564137823257027 -8.6569679144633683e-05 0.00032773310590650652 0.0001385309156746584 0.00021813266362354281 0.00065603160150020149 0.00052319689415167411 0.00021276212752690084 0.00039315781546041663 0.00057451334271017807 0.0004654348806762172 0.00044338663757137524 0.00058119018004297541 0.00030379304333238999 0.00032924586506798538 0.00057389539347690768 0.00073716528987170988 0.00061899773437402929 0.00039485420953269625 0.00062390282643986583 6.7513613038546076e-05 0.00051227408665760824 0.00042344502477726834 0.00069195136808360982 0.00051304330604133933 0.0005702163446537513 9.1634930467851189e-05
leaf_weight=63 56 64 52 98 52 53 90 65 59 94 62 76 103 90 129 70 89 72 1149 61 76 52 55 66 57 52
leaf_count=63 56 64 52 98 52 53 90 65 59 94 62 76 103 90 129 70 89 72 1149 61 76 52 55 66 57 52
internal_value=0 0.0003099 0.000337387 0.000370081 0.000581309 0.000436073 0.000385774 0.000228219 0.000492938 0.000461868 0.000610087 0.000616724 0.000400372 0.000440671 0.000492449 0.000609554 0.000540311 0.000476038 0.000618196 0.00016057 0.000611718 0.000517381 0.000609463 0.00061791 0.000611479 0.000115422
internal_weight=0 865 809 705 2140 481 373 224 526 417 1614 1552 234 283 193 1489 183 131 1361 159 1291 128 108 1215 109 104
internal_count=3005 865 809 705 2140 481 373 224 526 417 1614 1552 234 283 193 1489 183 131 1361 159 1291 128 108 1215 109 104
is_linear=0
shrinkage=0.0032998


Tree=8909
num_leaves=28
num_cat=0
split_feature=1 2 1 12 2 11 12 34 15 12 0 4 1 2 4 52 16 1 4 0 47 12 13 52 16 0 483
split_gain=10.3051 1.49275 1.01717 0.969053 0.67102 0.506776 0.503026 0.400863 0.342813 0.321199 0.233975 0.164907 0.161128 0.156123 0.241928 0.164209 0.166054 0.153357 0.144227 0.115281 0.0946491 0.0890766 0.0672309 0.0671063 0.060584 0.0604552 0.059704
threshold=0.10749500000000002 0.14744000000000002 0.095920000000000019 0.085075000000000026 0.11366500000000002 1.0000000180025095e-35 0.085845000000000019 -0.027829999999999997 0.043560000000000008 0.098785000000000012 -0.049474999999999998 0.40736500000000003 0.12122500000000001 0.089505000000000015 0.0063750000000000013 0.081010000000000013 -0.044939999999999987 0.12156000000000002 -0.0083549999999999978 -0.12368999999999998 0.077735000000000012 0.092085000000000014 -0.087984999999999994 -0.060344999999999996 -0.052039999999999996 -0.069074999999999984 0.013915000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 5 13 18 -2 -7 -5 24 17 -13 14 15 20 -17 -9 -4 -15 -1 26 -3 -8 -6 -23 -21
right_child=1 22 6 9 10 8 23 11 -10 -11 -12 12 -14 19 -16 16 -18 -19 -20 21 -22 25 -24 -25 -26 -27 -28
leaf_value=0.00094817264317658377 0.00021645482738867161 4.0928115615688957e-05 0.00072390336843050076 0.00093358890092437423 0.0009430717143439273 0.0010285643650944716 0.00098716313665155367 0.00047464441718406944 0.0014099865184045357 0.00063354336369668396 0.00058975405276210583 0.00054303660428776002 0.00030266160574094489 0.00080382935259834824 0.001219010825321194 0.001073401041395186 0.00089096244120856851 0.00070338535554286658 0.00050722808493166118 0.001018554873816313 0.0010933232133326263 0.00093908094013863883 0.00020257661585910503 0.00083904268388010025 0.00078113111113962334 0.00082246383203753127 0.00089228941290010776
leaf_weight=610 68 53 73 66 53 53 61 68 52 98 53 58 66 64 56 362 67 63 65 253 57 257 61 89 57 67 55
leaf_count=610 68 53 73 66 53 53 61 68 52 98 53 58 66 64 56 362 67 63 65 253 57 257 61 89 57 67 55
internal_value=0 0.00046804 0.000951263 0.000547629 0.000976366 0.000993405 0.000766709 0.000442479 0.00121779 0.000754508 0.000771992 0.000502614 0.000415379 0.000980637 0.00100467 0.000993683 0.00104499 0.000584919 0.000622101 0.000940812 0.00096063 0.000954628 0.000127733 0.000899513 0.000859477 0.000915074 0.000996122
internal_weight=0 601 2404 487 2116 1953 288 323 105 164 163 255 124 1848 1152 1096 429 131 138 696 667 632 114 150 110 324 308
internal_count=3005 601 2404 487 2116 1953 288 323 105 164 163 255 124 1848 1152 1096 429 131 138 696 667 632 114 150 110 324 308
is_linear=0
shrinkage=0.0032998


Tree=8910
num_leaves=13
num_cat=0
split_feature=2 16 39 15 52 447 2 2 51 3 16 4
split_gain=0.228822 0.128371 0.0890821 0.104406 0.062254 0.0624955 0.0792729 0.102036 0.0726535 0.132311 0.0695058 0.0334368
threshold=0.14253500000000002 -0.089559999999999987 0.098100000000000007 0.12341000000000001 0.51578500000000005 0.089710000000000026 0.097005000000000022 0.095465000000000008 -1.0000000180025095e-35 -0.15105999999999997 -0.5038649999999999 0.03851000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 10 11 -10 -1 -8
right_child=1 -3 -4 -5 -6 -7 8 -9 9 -11 -12 -13
leaf_value=0.010236707539165507 -0.0067848744798163999 0.0025518485319052189 -0.00070144095345912134 0.010651298827372049 0.008905333026963112 0.0099143074517888518 0.006840090384938954 0.011835759564187061 -0.0065467249054572676 0.0024571100060081824 0.0043868913032722541 0.0025147686484306708
leaf_weight=60 79 88 88 82 90 57 129 57 53 358 1745 86
leaf_count=60 79 88 88 82 90 57 129 57 53 358 1745 86
internal_value=0 -0.00185417 0.00455056 0.00472133 0.00453611 0.00438089 0.0042534 0.00480535 0.0026088 0.00129166 0.00458234 0.00511832
internal_weight=0 167 2805 2717 2635 2545 2488 1862 626 411 1805 215
internal_count=2972 167 2805 2717 2635 2545 2488 1862 626 411 1805 215
is_linear=0
shrinkage=0.16829


Tree=8911
num_leaves=19
num_cat=0
split_feature=1 49 0 2 11 156 0 43 133 0 13 0 455 480 49 0 2 480
split_gain=0.237972 0.0938916 0.0877586 0.160197 0.092467 0.0865878 0.0643891 0.0640214 0.0596211 0.126974 0.073558 0.0590248 0.0587664 0.0487831 0.0485356 0.0349691 0.0290624 0.0164601
threshold=0.14195000000000002 -0.14867499999999997 -0.07106999999999998 -0.069044999999999981 0.091055000000000011 0.090385000000000007 0.044695000000000006 -0.49922499999999997 0.085285000000000014 0.040570000000000002 -0.0072149999999999992 -0.067134999999999986 1.0000000180025095e-35 0.088005000000000014 0.11530000000000001 -0.045139999999999993 0.11263500000000001 0.10252000000000001
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 -5 9 10 -4 -10 13 14 -9 -2 -13 -15
right_child=15 2 4 7 -6 6 -8 12 11 -11 -12 16 -14 17 -16 -17 -18 -19
leaf_value=0.0090535277171220289 -0.00714044967560842 0.013290998134133964 -0.00052557197240310862 0.0092936993087568785 -0.0048052103117059691 0.0030282393177274371 0.010982866150428877 0.0035913140646913616 -0.00077808901540924369 -0.0058399367883195941 0.0055496779016456941 0.007486745087381735 0.0091316360160021114 0.0092255339022391716 -3.9849709813605426e-05 -0.001092982530535822 0.0024281801169908539 0.0049580326545310919
leaf_weight=93 56 53 132 61 53 65 53 1705 56 77 98 90 56 53 110 54 52 55
leaf_count=93 56 53 132 61 53 65 53 1705 56 77 98 90 56 53 110 54 52 55
internal_value=0 0.00378109 0.00360336 0.00414255 0.00193131 0.00250729 0.00661631 0.00390398 0.00154361 6.91356e-05 0.0020552 0.0038207 0.00373695 0.00357891 0.00337025 -0.00418803 0.00564697 0.0070689
internal_weight=0 2862 2769 2093 676 623 118 2040 505 307 230 198 1979 1923 1815 110 142 108
internal_count=2972 2862 2769 2093 676 623 118 2040 505 307 230 198 1979 1923 1815 110 142 108
is_linear=0
shrinkage=0.16829


Tree=8912
num_leaves=25
num_cat=0
split_feature=1 1 52 52 3 42 151 159 15 3 3 3 43 43 1 15 1 42 42 1 403 133 133 15
split_gain=3.068 0.812352 0.547549 0.344475 0.212418 0.319898 0.206327 0.167552 0.12521 0.742953 0.44888 0.228851 0.133711 0.145969 0.128932 0.112776 0.0994134 0.0893383 0.0883247 0.0775893 0.0851652 0.0946397 0.0884738 0.0519346
threshold=0.13662500000000002 0.10075500000000003 -0.24841999999999997 0.19121000000000002 0.3148450000000001 0.089470000000000008 0.044055000000000004 0.10991500000000003 0.039965000000000007 -0.12077499999999998 -0.15041499999999997 0.091085000000000013 1.0000000180025095e-35 -0.0018599999999999999 0.080320000000000016 -0.24211499999999997 0.10721500000000002 0.097140000000000018 0.12109500000000002 0.092485000000000026 -0.11705499999999998 -0.012289999999999997 0.40658000000000005 -0.097794999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 6 5 -2 7 15 9 14 -10 12 13 17 -1 -4 -17 -11 19 20 22 -22 -12 -14
right_child=4 2 3 -5 -6 -7 -8 -9 10 11 18 -13 23 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.00040165847962976456 0.00036064101427617901 0.00066035423578506035 0.00018949555674220418 0.00062196946204553019 -6.2246595605070269e-05 -1.2519670802009034e-06 0.00054711234077955409 0.0005037910264714501 0.00090297524279392069 0.00060445022053620158 0.00047042186898666626 0.00042932046453655534 0.00056664428709224152 0.00073806428653041634 0.0001697912078403324 0.00023219408685485287 0.00038047335278058576 0.00046460824760529291 0.00045317267718329122 0.00068506219579889127 0.00064185534037074004 0.00055988647254536926 0.00062273761365173961 0.00042705416632339593
leaf_weight=54 53 100 77 62 63 53 55 52 52 706 128 103 57 88 52 72 167 56 53 97 334 306 65 67
leaf_count=54 53 100 77 62 63 53 55 52 52 706 128 103 57 88 52 72 167 56 53 97 334 306 65 67
internal_value=0 0.000547147 0.000437514 0.000391494 8.90866e-05 0.000179362 0.00035763 0.000329215 0.000576048 0.000552499 0.00060293 0.000578475 0.000594211 0.000609153 0.000288245 0.000300375 0.000335951 0.000594219 0.000587022 0.000594612 0.000584037 0.000602719 0.000521902 0.000491505
internal_weight=0 2803 585 485 169 106 423 368 2218 1183 1035 1077 974 850 106 316 239 762 983 930 833 640 193 124
internal_count=2972 2803 585 485 169 106 423 368 2218 1183 1035 1077 974 850 106 316 239 762 983 930 833 640 193 124
is_linear=0
shrinkage=0.0032998


Tree=8913
num_leaves=10
num_cat=0
split_feature=1 149 14 16 475 43 160 16 455
split_gain=0.182232 0.107683 0.0624192 0.0607674 0.0603535 0.0466513 0.0472916 0.0382062 0.0573842
threshold=0.13707500000000003 0.079475000000000004 0.076450000000000004 -0.116045 0.016915000000000003 -0.50360999999999989 -0.54243999999999992 -0.52541999999999989 0.079195000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 -1 -7 -8 -9
right_child=3 -3 -4 -5 -6 6 7 8 -10
leaf_value=-0.0014949791988179122 0.00090683990400562036 0.010431416427359331 0.0078067946176519562 -0.0055829932410888048 -0.001372578885794093 0.007859309217985189 0.00010976640702496798 0.0034049983236250432 0.0088314901917152504
leaf_weight=53 85 64 90 78 76 70 97 2302 57
leaf_count=53 85 64 90 78 76 70 97 2302 57
internal_value=0 0.00359365 0.00343357 -0.0021877 0.00328465 0.00342259 0.00352648 0.00340226 0.00353688
internal_weight=0 2809 2745 163 2655 2579 2526 2456 2359
internal_count=2972 2809 2745 163 2655 2579 2526 2456 2359
is_linear=0
shrinkage=0.16829


Tree=8914
num_leaves=16
num_cat=0
split_feature=1 16 14 0 2 42 49 2 455 14 12 3 2 2 2
split_gain=0.134276 0.0823095 0.0555305 0.0527355 0.162258 0.0966072 0.0932453 0.120854 0.0624899 0.0611569 0.0856121 0.0576617 0.0585537 0.129774 0.0781318
threshold=0.14195000000000002 -0.15693499999999996 0.076450000000000004 -0.070664999999999992 -0.054704999999999997 0.116275 -0.083414999999999989 -1.0000000180025095e-35 1.0000000180025095e-35 -0.07279999999999999 0.083885000000000015 0.0066850000000000008 0.10573500000000001 0.083725000000000008 0.11098000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 8 -5 -8 9 -6 -11 12 13 -9 -14
right_child=1 -3 -4 6 5 -7 7 11 -10 10 -12 -13 14 -15 -16
leaf_value=0.012435998210290603 0.0014566300383198284 -0.0077302179641917665 0.0069388368963693844 0.0083200132265238962 0.0081765959376782701 -0.0028036986445322282 -0.0056259049500866068 0.0033778140624053437 0.0084544643543349954 0.00078064370157489369 0.0035091440094842802 0.0054986693483616705 0.0083274410725761062 -0.0050034096094842611 0.0011759121705776897
leaf_weight=53 56 54 96 53 64 78 70 98 63 428 1387 98 55 112 207
leaf_count=53 56 54 96 53 64 78 70 98 63 428 1387 98 55 112 207
internal_value=0 -0.00303694 0.00294704 0.00280785 0.0032335 0.00299116 0.001532 0.000967062 0.00322483 0.00304853 0.00286672 0.00177988 0.00100395 -0.00108362 0.00268404
internal_weight=0 110 2862 2766 2073 2020 693 640 1942 1879 1815 570 472 210 262
internal_count=2972 110 2862 2766 2073 2020 693 640 1942 1879 1815 570 472 210 262
is_linear=0
shrinkage=0.16829


Tree=8915
num_leaves=10
num_cat=0
split_feature=9 150 14 42 11 52 48 50 157
split_gain=0.114429 0.0946859 0.0979482 0.0866297 0.0541859 0.123432 0.0594713 0.0520004 0.0683091
threshold=0.083710000000000021 0.12302 0.073890000000000011 0.14527500000000002 0.079225000000000004 -0.090304999999999983 -0.086624999999999994 0.13265500000000002 0.090460000000000013
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 8 -8
right_child=-2 -3 -4 -5 5 -7 7 -9 -10
leaf_value=0.0084357637203347578 -0.002827785898918325 -0.0037027329267210712 0.0085683060084103587 0.0095999374920226754 0.0038895093291932293 -0.0068079334829387076 0.0028466436128835454 0.0070035906695719687 -0.0021430212917085837
leaf_weight=55 100 59 90 54 72 53 2307 82 80
leaf_count=55 100 59 90 54 72 53 2307 82 80
internal_value=0 0.00295509 0.00309638 0.00291352 0.00277654 -0.000631834 0.00294605 0.00282303 0.00267866
internal_weight=0 2852 2793 2703 2649 125 2524 2469 2387
internal_count=2952 2852 2793 2703 2649 125 2524 2469 2387
is_linear=0
shrinkage=0.16829


Tree=8916
num_leaves=23
num_cat=0
split_feature=10 15 2 150 16 41 50 43 11 43 15 16 50 0 0 0 16 0 2 2 0 1
split_gain=0.0802405 0.180125 0.0595166 0.0898299 0.212836 0.088954 0.0723837 0.0903188 0.0709689 0.0961778 0.0817133 0.0709626 0.0642905 0.0593724 0.284721 0.0590339 0.0410118 0.0385688 0.0369453 0.0326458 0.0315021 0.0449738
threshold=-1.0000000180025095e-35 -0.087894999999999987 0.091235000000000024 0.082085000000000019 -0.40885499999999991 1.0000000180025095e-35 -0.23848499999999997 -0.066724999999999993 0.078340000000000007 -0.097764999999999977 0.037885000000000009 -0.067654999999999979 1.0000000180025095e-35 -0.105195 -0.15445999999999996 -0.073374999999999982 0.058455000000000007 -0.09712999999999998 0.113445 0.086075000000000013 -0.09466999999999999 0.11947500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 5 -5 6 -4 12 9 10 -2 15 18 14 -11 -9 -13 -15 -8 -12 -19 -22
right_child=2 -3 3 4 -6 -7 7 11 -10 13 19 16 -14 17 -16 -17 -18 20 -20 -21 21 -23
leaf_value=0.0047741864109237669 0.011322448152969504 -0.0059590865812210831 0.0076987482209897656 0.0059072315270819065 -0.0069466829356240947 0.0083095253065104541 -0.003327957752164682 0.0030657921580418165 -0.0023401995799489724 0.0063911130150486736 0.0010864494563504559 -0.0013551796461444303 0.0041042706091025003 0.0076758624163583804 -0.0087757388322866007 0.0086830618434669323 0.0025486991132807734 -0.0008911522565378928 0.0011561424365526872 0.007040173476116799 0.0030316326734182212 0.0079063938661242499
leaf_weight=80 75 99 55 58 98 63 183 181 63 79 54 128 59 55 63 76 187 53 72 52 1062 57
leaf_count=80 75 99 55 58 98 63 183 181 63 79 54 128 59 55 63 76 187 53 72 52 1062 57
internal_value=0 -0.00115206 0.00251757 0.00159509 -0.00215615 0.00217974 0.00176744 0.00139722 0.00317987 0.00340539 0.0070582 0.00265693 -0.000891812 0.00292113 -0.00032519 0.00473392 0.000956658 0.00329829 -0.00205481 0.00402409 0.00309132 0.00328155
internal_weight=0 179 2773 1160 156 1004 941 886 1613 1550 181 572 314 1369 142 257 315 1227 255 106 1172 1119
internal_count=2952 179 2773 1160 156 1004 941 886 1613 1550 181 572 314 1369 142 257 315 1227 255 106 1172 1119
is_linear=0
shrinkage=0.16829


Tree=8917
num_leaves=29
num_cat=0
split_feature=4 2 12 2 151 2 2 2 16 15 12 2 2 4 13 403 16 16 12 12 15 2 16 155 12 4 12 4
split_gain=2.48178 1.10397 0.459839 0.201129 0.18743 0.187287 0.183233 0.456503 0.15522 0.238469 0.150118 0.133888 0.121387 0.0979975 0.0895659 0.0886785 0.0845371 0.190824 0.0764881 0.0600404 0.0565787 0.0668573 0.0501486 0.0466492 0.0357918 0.0326611 0.0326049 0.0264287
threshold=0.31392000000000003 0.13388500000000003 -0.041014999999999989 0.091235000000000024 -0.03268999999999999 0.078775000000000012 0.098180000000000003 -0.007134999999999999 -0.42170999999999997 -0.45775499999999997 0.084595000000000017 0.15305000000000002 0.12750000000000003 -0.082689999999999986 -0.077274999999999996 -0.085164999999999977 0.51165500000000008 0.24100000000000002 0.093910000000000007 -1.0000000180025095e-35 0.087520000000000014 0.08542000000000001 -0.14006999999999997 0.123185 0.092825000000000005 -0.064609999999999987 0.086885000000000004 -0.0083549999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 10 7 -1 12 -10 -4 -3 19 20 24 -15 17 -16 26 -2 21 -7 -17 -18 27 -20 -12 -6
right_child=8 11 3 4 14 13 -8 -9 9 -11 18 -13 -14 15 16 22 23 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00028214443276182601 0.00027127511624456472 0.00035873002487938986 0.00041255264589701394 0.00039579737198974335 0.00053255294439444366 0.00069943964706345777 0.00029188243180430714 0.00069504041267444015 0.00032297770317217111 2.2538201880657357e-05 0.00069644087440503264 0.00014195890886582166 0.00017902609076847443 0.00051597964769373671 0.00055356863959950069 0.0005449277479171495 0.0006910014392052297 0.00036756957972083307 0.00058577700493157305 0.00041456775796705318 0.00076048856497645226 0.00058667504924478982 0.00064326869464528564 0.00054854313890543064 0.00068496936742207324 0.00049593902773933886 0.00060062401410363277 0.00064097127921982668
leaf_weight=55 53 70 65 82 56 173 74 63 52 65 53 57 57 89 312 70 57 76 82 88 87 94 478 52 76 120 240 56
leaf_count=55 53 70 65 82 56 173 74 63 52 65 53 57 57 89 312 70 57 76 82 88 87 94 478 52 76 120 240 56
internal_value=0 0.000562379 0.000577578 0.000590471 0.000546333 0.000612275 0.000421746 0.000502887 0.000252269 0.000156368 0.000563508 0.000261716 0.00030876 0.000639797 0.000564301 0.000614788 0.000540575 0.000517227 0.000583259 0.000360956 0.000684699 0.000659872 0.000630771 0.000623363 0.000626838 0.000532582 0.000618076 0.000587077
internal_weight=0 2637 2510 2318 767 1551 192 118 315 117 560 127 198 991 685 637 497 388 495 141 354 267 548 109 188 202 293 112
internal_count=2952 2637 2510 2318 767 1551 192 118 315 117 560 127 198 991 685 637 497 388 495 141 354 267 548 109 188 202 293 112
is_linear=0
shrinkage=0.0032998


Tree=8918
num_leaves=23
num_cat=0
split_feature=4 12 1446 52 16 160 1210 4 2 2 15 457 51 52 16 12 3 155 4 16 12 3
split_gain=0.0914485 0.179749 0.0772608 0.076334 0.0818684 0.0740326 0.0641767 0.0732546 0.0619402 0.0561009 0.0842924 0.0809675 0.0941079 0.0573423 0.0430291 0.0382518 0.0376021 0.0607709 0.034054 0.0305046 0.0797904 0.0304553
threshold=-0.081774999999999987 -1.0000000180025095e-35 0.084740000000000024 0.088030000000000011 -0.080084999999999976 -0.0023799999999999997 -0.064679999999999974 -0.080874999999999989 -0.084369999999999987 0.091235000000000024 -0.46772999999999992 0.092890000000000014 0.093815000000000023 0.01787 -0.044939999999999987 -0.038859999999999992 -0.14186499999999996 0.11426500000000002 -0.0038749999999999995 -0.086774999999999977 0.088725000000000012 0.081495000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -3 -2 -8 -9 13 -11 12 -12 15 18 -10 17 -7 -15 -18 -21 -17
right_child=6 2 -4 4 -6 16 7 8 9 10 11 -13 -14 14 -16 21 19 -19 -20 20 -22 -23
leaf_value=-0.0055000389281977787 -0.0025511307108220865 0.0085192639949123496 -0.0014915340512058313 0.012850511859969554 0.0047339221712091933 0.0098103453366234963 -0.0042084789294981181 -0.0020698688582778671 0.0076296488733640601 0.0072950683677843083 0.00061911398479075276 -0.004894295091293425 0.0055093358547702604 0.0049524230381048605 -0.0015680400352549569 0.0039313343240661063 -0.00052832724922027363 0.0018142141897251171 0.00049285074062469989 0.0056203337127556496 -0.0012641237965843905 -0.00028582157635050455
leaf_weight=53 93 91 53 68 75 55 53 95 75 64 696 62 133 96 102 588 83 54 100 139 72 52
leaf_count=53 93 91 53 68 75 55 53 95 75 64 696 62 133 96 102 588 83 54 100 139 72 52
internal_value=0 0.00392903 0.0046559 0.0051702 0.00860612 0.00417195 0.00176727 0.00195792 0.00211721 0.00232024 0.0013915 0.000965431 0.00140584 0.00319404 0.00122409 0.00401257 0.00318584 0.00586544 0.0026863 0.00218628 0.00326262 0.00358588
internal_weight=0 743 690 637 143 494 2209 2116 2063 1968 955 891 829 1013 298 715 403 109 196 294 211 640
internal_count=2952 743 690 637 143 494 2209 2116 2063 1968 955 891 829 1013 298 715 403 109 196 294 211 640
is_linear=0
shrinkage=0.16829


Tree=8919
num_leaves=25
num_cat=0
split_feature=1 1 12 147 12 12 11 15 15 12 1 15 16 16 150 15 15 394 16 15 1 16 12 12
split_gain=5.4092 1.20087 0.727603 0.366662 0.302262 0.305229 0.233525 0.210406 0.233181 0.147532 0.121596 0.11462 0.112402 0.0946345 0.0889111 0.110346 0.0888462 0.0788378 0.121135 0.067098 0.0598023 0.0512522 0.0462132 0.0184598
threshold=0.10398500000000001 0.13074500000000003 0.085075000000000026 0.089245000000000005 -0.032329999999999991 0.10383500000000001 1.0000000180025095e-35 -0.26361999999999991 -0.45775499999999997 0.095295000000000019 0.091145000000000018 0.033605000000000003 -0.03614499999999999 0.057265000000000003 0.094545000000000018 -0.091664999999999983 0.11308000000000001 -0.081934999999999994 -0.085134999999999975 -0.13783499999999996 0.11417500000000001 0.14976500000000001 0.11697000000000002 0.10888000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 10 6 16 8 -3 -4 -1 -8 -9 22 15 20 17 18 -6 -19 -2 -11 23 -7
right_child=1 7 9 -5 5 13 11 12 -10 21 -12 -13 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25
leaf_value=0.00082162207328928668 0.00059063320209825254 0.00039893561881291394 0.00095610374994996718 0.0006197361455157536 0.00092316060193820351 0.00081451797545806681 0.00096213946244258562 0.00035339354808382287 0.0001043476185427764 0.00067318624434258901 0.00061365728932862864 0.001172590164664253 0.00056913609713214687 0.00066009746038466063 0.00042975903006807888 0.00067081672378365017 0.00081167467713182248 0.0010169177003377422 0.00071296550536983612 0.00091566993517942937 0.00043558633871523084 0.00081271034309487588 0.0007417340647782216 0.00091138948043844323
leaf_weight=82 53 61 55 55 72 53 64 55 57 59 52 56 53 52 65 78 104 82 55 1447 62 67 54 59
leaf_count=82 53 61 55 55 72 53 64 55 57 59 52 56 53 52 65 78 104 82 55 1447 62 67 54 59
internal_value=0 0.000549713 0.000650421 0.000887995 0.00089459 0.000904371 0.000918037 0.000353936 0.000256933 0.000811192 0.000741182 0.00106064 0.000459593 0.000786357 0.000537495 0.000573596 0.000908294 0.000914341 0.000832409 0.000921123 0.000507349 0.000747657 0.000825696 0.000865863
internal_weight=0 665 439 2287 2232 2098 1880 226 118 181 134 120 108 218 258 193 1760 1656 127 1529 115 126 166 112
internal_count=2952 665 439 2287 2232 2098 1880 226 118 181 134 120 108 218 258 193 1760 1656 127 1529 115 126 166 112
is_linear=0
shrinkage=0.0032998


Tree=8920
num_leaves=24
num_cat=0
split_feature=4 1 52 123 1 4 11 15 0 4 14 15 40 0 0 484 15 43 16 16 0 16 4
split_gain=8.4689 2.01331 0.834325 0.521958 0.494109 0.489348 0.289805 0.243131 0.233457 0.360449 0.212529 0.205411 0.195968 0.276921 0.204616 0.187468 0.210965 0.149026 0.139217 0.123756 0.091365 0.0708403 0.0398839
threshold=0.31392000000000003 0.10398500000000001 -0.43279999999999996 1.0000000180025095e-35 0.12000500000000001 0.08920500000000002 1.0000000180025095e-35 0.039965000000000007 -0.061204999999999989 -0.47860499999999995 -1.0000000180025095e-35 -0.18498499999999998 -0.025204999999999995 -0.12851999999999997 -0.064994999999999983 0.070005000000000012 -0.0070899999999999991 0.19508000000000003 0.18879500000000002 -0.47730499999999992 -0.011064999999999998 -0.083144999999999983 -0.0090849999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 11 12 8 -8 15 -10 -6 -2 -4 -14 -15 17 22 18 -1 -12 -11 -19 -17
right_child=4 2 5 -5 10 -7 7 -9 9 20 19 -13 13 14 -16 16 -18 21 -20 -21 -22 -23 -24
leaf_value=0.00089255956563248206 0.00050414854261667474 0.00092569699869337707 0.00029198146760809723 0.00059405709280000232 0.00030911460275152668 0.0007820751661353002 0.00089159336799908573 0.0011760215436324431 0.0009400584041250582 0.00071247115610052628 0.0001468107607196591 0.00025972029795339304 0.00031131816082868131 0.0007349052072216951 0.00045390425226206278 0.00077510052954263406 0.00061645472232357097 0.00083410254191320211 0.00077152548937652683 -6.2969862331856841e-05 0.00053443078456680217 0.00066800516505801288 0.00088938087009193085
leaf_weight=1359 80 64 68 85 52 58 84 56 69 89 72 72 56 58 57 68 69 67 117 53 52 54 85
leaf_count=1359 80 64 68 85 52 58 84 56 69 89 72 72 56 58 57 68 69 67 117 53 52 54 85
internal_value=0 0.000812386 0.000583287 0.000849062 0.000250484 0.000509383 0.000859039 0.00100562 0.000848908 0.000743499 0.000131678 0.000388599 0.00044306 0.000502932 0.000595933 0.000861058 0.000769865 0.000873713 0.000882989 5.7582e-05 0.000647061 0.000760268 0.00083882
internal_weight=0 2615 361 2254 329 297 2169 140 2029 210 177 152 239 171 115 1819 222 1597 1476 125 141 121 153
internal_count=2944 2615 361 2254 329 297 2169 140 2029 210 177 152 239 171 115 1819 222 1597 1476 125 141 121 153
is_linear=0
shrinkage=0.0032998


Tree=8921
num_leaves=25
num_cat=0
split_feature=1 3 3 39 1 4 14 3 39 12 457 42 12 3 42 12 13 3 3 52 13 16 3 13
split_gain=9.33816 2.64955 0.939021 0.637951 0.513447 0.50707 0.428042 0.423074 0.659626 0.340255 0.245483 0.20528 0.185317 0.262021 0.18057 0.150574 0.118357 0.0964677 0.179115 0.0770995 0.0681377 0.0593284 0.0587398 0.0912969
threshold=0.10404000000000001 -0.069049999999999986 0.10514500000000002 0.055555000000000007 0.09258000000000001 0.26777000000000001 0.064610000000000015 0.30863500000000005 0.087735000000000021 0.097060000000000021 0.062030000000000009 -1.0000000180025095e-35 0.088965000000000002 -0.11017499999999998 0.10134500000000002 -0.053404999999999987 0.066620000000000026 -0.0037099999999999998 0.11745500000000002 -0.16207999999999997 -0.074349999999999986 -0.073554999999999995 -0.076189999999999994 -0.06286499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 6 -5 19 9 8 17 10 12 21 13 -1 -10 -9 -14 -3 -19 -2 -12 -11 -13 -24
right_child=1 7 -4 4 -6 -7 -8 15 14 11 20 22 16 -15 -16 -17 -18 18 -20 -21 -22 -23 23 -25
leaf_value=0.00084656765059297815 0.0010513851329185693 0.00046694248092196336 0.00056295521870347793 0.0009640920155514611 0.00052979899226033677 0.00063508106755426699 0.0012378063700786274 0.0003435444457932382 0.00037038110353925186 0.0010448893079038344 0.00095293191966367449 0.00072384603003247249 0.00096574166105073465 0.0010712411999150718 0.00012815026025010616 9.8874467157849516e-05 0.0011293772531289115 0.00078374233701388374 0.00052886204655210988 0.00088486919616934004 0.00078860979154675198 0.00092138438883117345 0.00096438347324039433 0.00076659137171066632
leaf_weight=62 64 57 57 63 57 83 85 52 97 86 59 55 537 898 52 59 56 52 75 67 60 103 52 56
leaf_count=62 64 57 57 63 57 83 85 52 97 86 59 55 537 898 52 59 56 52 75 67 60 103 52 56
internal_value=0 0.000536364 0.000982604 0.00099332 0.000758096 0.000838117 0.00100669 0.000390845 0.00044975 0.000996963 0.00101676 0.00090282 0.00102796 0.00105677 0.000286081 0.000213812 0.000981254 0.000582095 0.0006335 0.000966489 0.000870376 0.000977769 0.0008157 0.000862151
internal_weight=0 658 2286 2229 120 214 2109 444 333 2024 1672 352 1553 960 149 111 593 184 127 131 119 189 163 108
internal_count=2944 658 2286 2229 120 214 2109 444 333 2024 1672 352 1553 960 149 111 593 184 127 131 119 189 163 108
is_linear=0
shrinkage=0.0032998


Tree=8922
num_leaves=24
num_cat=0
split_feature=4 4 13 484 15 2 151 51 3 16 15 15 151 16 48 16 2 3 484 12 15 43 15
split_gain=0.27015 0.124984 0.0951341 0.0919186 0.128688 0.137335 0.0903623 0.100832 0.095939 0.0871555 0.15609 0.212086 0.069149 0.0641643 0.107776 0.0618847 0.0618847 0.103458 0.0497495 0.0494855 0.0370365 0.033251 0.0307455
threshold=0.27258000000000004 0.50996500000000011 -0.011809999999999999 0.062285000000000007 -0.0070899999999999991 0.085075000000000026 0.072810000000000014 0.084510000000000016 -0.049204999999999992 -0.11082499999999999 0.043560000000000008 -0.09547499999999999 -1.0000000180025095e-35 -0.42170999999999997 -0.072384999999999991 -0.094469999999999985 0.085730000000000015 -0.095554999999999987 0.09129000000000001 0.090805000000000011 -0.079149999999999984 -0.011534999999999998 -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=3 13 -3 6 18 -6 7 9 20 10 11 -1 -10 14 -2 -11 17 -17 22 -18 -9 -22 -5
right_child=1 2 -4 4 5 -7 -8 8 12 15 -12 -13 -14 -15 -16 16 19 -19 -20 -21 21 -23 -24
leaf_value=0.0059210393577476391 -0.0073959941339842199 -0.00017331100977387311 0.0087427037247872035 0.0040992908988413028 -0.0090408430602403594 0.0017900369568608192 0.0099747872099545734 0.0069601586122143202 0.0024923327165482837 -0.0001557156673490867 0.0027327706978770459 0.019656777600895001 -0.0053026742522922698 -0.0077245888179062194 0.0020868046327911899 0.012477195958625292 0.0024066103118382297 0.0052601678882223911 0.0013971896274444519 0.0050307860832097774 -0.0003668023722731948 0.0051525435307843131 0.0099143208038521766
leaf_weight=75 53 90 54 54 52 91 88 77 58 76 92 56 72 64 94 62 406 658 81 416 65 58 52
leaf_count=75 53 90 54 54 52 91 88 77 58 76 92 56 72 64 94 62 406 658 81 416 65 58 52
internal_value=0 -0.000658292 0.00315772 0.00428791 0.00165588 -0.0021359 0.00467161 0.00445582 0.00173849 0.00494193 0.00807115 0.0118065 -0.00181108 -0.0032711 -0.00131994 0.00450953 0.00474063 0.00588413 0.00456509 0.00373685 0.00405469 0.00222121 0.0069689
internal_weight=0 355 144 2589 330 143 2259 2171 330 1841 223 131 130 211 147 1618 1542 720 187 822 200 123 106
internal_count=2944 355 144 2589 330 143 2259 2171 330 1841 223 131 130 211 147 1618 1542 720 187 822 200 123 106
is_linear=0
shrinkage=0.16829


Tree=8923
num_leaves=18
num_cat=0
split_feature=4 4 4 1374 403 159 15 51 1455 13 0 1 16 401 4 0 1
split_gain=0.189032 0.0823513 0.0795995 0.0788874 0.0766631 0.0758641 0.0745108 0.116918 0.103671 0.0798942 0.0924087 0.0713914 0.122861 0.0655388 0.0527164 0.0484773 0.0614554
threshold=0.27020000000000005 0.50996500000000011 0.17176000000000005 0.086000000000000007 -0.5407249999999999 0.10516000000000002 -0.069814999999999988 0.11178000000000002 0.0093900000000000008 -0.0042049999999999995 -0.095724999999999991 0.10398500000000001 0.51381500000000013 0.019435000000000004 -0.027724999999999996 -0.15184499999999998 0.13130500000000003
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 -3 8 11 9 14 -11 13 -13 -8 -6 -2 -17
right_child=1 5 -4 -5 6 -7 7 -9 -10 10 -12 12 -14 -15 -16 16 -18
leaf_value=0.0087196091597804542 -0.0058573273555641717 0.0057563995077125289 0.00842576858627349 0.0098995613734380698 0.0074378204526391279 -0.0021249886458737455 0.0026861992620162605 -0.0042444663888924501 0.011197071099928995 0.010654430329207574 0.0031556566966109943 -0.0052031436968317246 0.0046431004878369981 0.0060421724881496693 0.0019842519460590512 0.001986353483581092 -0.005275709654997348
leaf_weight=71 80 87 93 52 58 57 1257 70 61 92 96 80 65 191 392 90 52
leaf_count=71 80 87 93 52 58 57 1257 70 61 92 96 80 65 191 392 90 52
internal_value=0 -0.000504013 0.00357885 0.00339673 0.00325701 0.00262421 0.00309205 0.00247688 0.00455305 0.00391499 0.00683483 0.00277335 -0.00077692 0.00313011 0.00269115 -0.00254122 -0.000660342
internal_weight=0 366 2578 2485 2433 144 2362 1663 699 638 188 1593 145 1448 450 222 142
internal_count=2944 366 2578 2485 2433 144 2362 1663 699 638 188 1593 145 1448 450 222 142
is_linear=0
shrinkage=0.16829


Tree=8924
num_leaves=25
num_cat=0
split_feature=3 15 3 123 15 16 0 2 15 15 3 150 15 0 43 11 0 39 16 402 52 11 43 43
split_gain=3.40371 1.27108 0.899705 0.597174 0.588636 0.285534 0.222503 0.203553 0.232549 0.232818 0.192433 0.159208 0.147694 0.142607 0.30197 0.13588 0.20605 0.135112 0.0894492 0.0699468 0.0558662 0.0556954 0.0556032 0.0359969
threshold=-0.06656999999999999 -0.38214499999999996 0.110335 1.0000000180025095e-35 -0.24511999999999998 -0.51287499999999986 -0.074249999999999997 0.12068000000000001 -1.0000000180025095e-35 -0.069814999999999988 -0.0024599999999999995 0.08486500000000001 -0.044884999999999994 -0.064994999999999983 -0.08595499999999999 1.0000000180025095e-35 -0.10594499999999998 0.088850000000000026 0.064455000000000012 0.012085000000000002 -0.065394999999999995 1.0000000180025095e-35 -0.077849999999999989 -0.041049999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 17 3 7 -1 -6 12 8 9 20 -10 -5 -4 15 -15 16 -7 -2 19 -18 -3 23 -20 -16
right_child=1 2 6 11 5 13 -8 -9 10 -11 -12 -13 -14 14 21 -17 18 -19 22 -21 -22 -23 -24 -25
leaf_value=0.0003680897343276892 0.00029778257358556621 0.00061440086187096519 0.00034883343435339245 0.00050438944874898019 0.00050469432557131337 0.00057004368663296772 0.00050042442273534691 0.00047719100694535859 0.00064937718847336455 0.0004528874537817077 0.0009077391009369467 0.00027840045607534052 0.00012165694941870971 0.00045825817919788924 0.00074035967192840192 0.00087327021791807756 0.00074259273810518063 0.00010492720021247497 0.000713137553163621 0.00080598860749413778 0.0007512302183584513 0.00079754738152610044 0.00058186413860028736 0.00061330859996134809
leaf_weight=52 83 58 80 90 63 79 62 55 54 61 80 56 52 63 53 86 1091 77 127 249 89 74 54 56
leaf_count=52 83 58 80 90 63 79 62 55 54 61 80 56 52 63 53 86 1091 77 127 249 89 74 54 56
internal_value=0 0.000472146 0.000530053 0.00059905 0.000716063 0.000725115 0.000336751 0.000665562 0.000695752 0.00062592 0.000803886 0.00041795 0.000259607 0.000732285 0.000656824 0.000743274 0.000736265 0.000205191 0.000744875 0.000754399 0.000697483 0.000724991 0.000674168 0.000675409
internal_weight=0 897 737 543 2047 1995 194 397 342 208 134 146 132 1932 246 1686 1600 160 1521 1340 147 183 181 109
internal_count=2944 897 737 543 2047 1995 194 397 342 208 134 146 132 1932 246 1686 1600 160 1521 1340 147 183 181 109
is_linear=0
shrinkage=0.0032998


Tree=8925
num_leaves=13
num_cat=0
split_feature=31 42 41 42 14 12 12 40 1375 160 123 2
split_gain=0.136092 0.0729433 0.0634899 0.142025 0.104204 0.123341 0.0730939 0.17788 0.0581416 0.0755051 0.0347951 0.0295544
threshold=-0.017869999999999997 -0.14592499999999997 0.075585000000000013 0.094260000000000024 -0.24790499999999996 -0.10063999999999999 -0.0089849999999999982 -0.062739999999999976 -0.081864999999999979 0.084935000000000024 0.087505000000000013 0.089545000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 4 -4 -3 -6 7 10 -8 -10 -7 -2
right_child=1 2 3 -5 5 6 8 -9 9 -11 -12 -13
leaf_value=-0.0040670549093294456 0.0045113181888279501 -0.0035817062819984815 0.01077565497930958 0.00029647013992205665 0.0097321276217339821 4.5508739228105444e-05 -0.0011681609568899242 -0.0089092727102099648 0.0027191537605928597 0.0058314039732430475 0.006149258513019726 0.0098764448302359961
leaf_weight=78 62 73 85 65 72 54 95 52 1975 250 53 58
leaf_count=78 62 73 85 65 72 54 95 52 1975 250 53 58
internal_value=0 0.00304708 0.00287027 0.00624665 0.00267658 0.00285637 0.00265594 -0.000825917 0.00289535 0.00306965 0.00308565 0.00711943
internal_weight=0 2894 2774 150 2624 2551 2479 159 2320 2225 107 120
internal_count=2972 2894 2774 150 2624 2551 2479 159 2320 2225 107 120
is_linear=0
shrinkage=0.16829


Tree=8926
num_leaves=14
num_cat=0
split_feature=34 3 10 159 14 149 0 403 0 0 16 47 16
split_gain=0.123521 0.167787 0.0834484 0.0708198 0.06453 0.0781863 0.0549044 0.101566 0.0975872 0.0604539 0.0604357 0.0553578 0.0506321
threshold=-0.069854999999999987 -0.014924999999999999 -0.086389999999999981 -0.45822499999999994 -0.13131999999999996 0.077335000000000015 -0.084514999999999993 -0.091109999999999983 -0.085204999999999989 -0.083844999999999989 -0.085834999999999981 0.09550500000000002 -0.0087049999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 12 6 7 10 -9 -8 -6 -11 -5
right_child=2 -3 3 4 5 -7 9 8 -10 11 -12 -13 -14
leaf_value=0.0036835690742214452 -0.0030499471672661965 -0.0092836536055983833 -0.0017383607981714846 0.010751600237472661 0.00069368314046550864 -0.0033063455755875737 0.0091446894062970109 0.0029641105267366285 -0.0039069710962101531 0.0037292168730838978 -0.0069312579706779041 -2.1610291587343651e-05 0.003260123746955953
leaf_weight=54 72 59 96 52 67 59 54 990 62 1181 52 122 52
leaf_count=54 72 59 96 52 67 59 54 990 62 1181 52 122 52
internal_value=0 -0.00307103 0.00259494 0.00274141 0.0029019 0.00273552 0.00287724 0.00202946 0.00255745 0.0036075 -0.00262313 0.00337665 0.00702314
internal_weight=0 113 2859 2787 2691 2587 2528 1171 1052 1357 119 1303 104
internal_count=2972 113 2859 2787 2691 2587 2528 1171 1052 1357 119 1303 104
is_linear=0
shrinkage=0.16829


Tree=8927
num_leaves=16
num_cat=0
split_feature=3 9 0 16 3 3 4 0 15 4 15 130 403 12 12
split_gain=0.0984296 0.0970666 0.0754033 0.0738019 0.0891593 0.109626 0.0946664 0.0719886 0.0988125 0.0668963 0.0636597 0.0756534 0.062889 0.199678 0.0650638
threshold=0.35004500000000011 -1.0000000180025095e-35 -0.14259999999999998 -0.50790499999999994 0.097775000000000015 0.081495000000000012 -0.010909999999999998 -0.10726999999999999 -0.11124499999999998 0.10516000000000002 0.13592500000000005 -0.13392499999999996 -0.13252999999999998 0.08648500000000002 0.097955000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -5 8 -4 -10 11 -9 13 -13 -14
right_child=-2 2 7 4 -6 -7 -8 10 9 -11 -12 12 14 -15 -16
leaf_value=-0.0036317264687909462 -0.003836554334194039 0.00064206396850966256 0.0041292307260352712 0.0029957186210840584 0.012032273891845474 -0.0015810370609148211 0.012543256949457397 -0.0038802258646227026 -0.008738276083290579 -0.00039144204954914683 -0.0027530883932253519 -0.0086213175055487208 0.0033090304423322656 0.0026063022130917604 0.00069450690405386802
leaf_weight=80 80 92 60 66 58 58 54 53 52 58 70 58 1609 198 326
leaf_count=80 80 92 60 66 58 58 54 53 52 58 70 58 1609 198 326
internal_value=0 0.00213994 0.00230478 0.00470698 0.00628399 0.00440086 0.00730708 0.00198686 -0.00134906 -0.00435355 0.00223271 0.00238904 0.00254151 5.55266e-05 0.00286948
internal_weight=0 2892 2812 328 236 178 120 2484 170 110 2314 2244 2191 256 1935
internal_count=2972 2892 2812 328 236 178 120 2484 170 110 2314 2244 2191 256 1935
is_linear=0
shrinkage=0.16829


Tree=8928
num_leaves=14
num_cat=0
split_feature=34 42 484 1374 150 14 484 52 150 156 13 43 133
split_gain=0.0710087 0.0739184 0.0570225 0.0711469 0.0626103 0.0757836 0.0600669 0.067118 0.0572841 0.0553367 0.0660183 0.0514264 0.0443025
threshold=-0.084564999999999987 -0.14592499999999997 0.08764000000000001 0.088035000000000016 0.092390000000000014 -0.2523999999999999 0.07474500000000002 0.08869500000000001 0.11648500000000002 0.091235000000000024 -0.085234999999999991 -0.095964999999999981 0.086635000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 3 4 5 -3 7 -7 -6 10 -4 -2 -12
right_child=1 2 9 -5 8 6 -8 -9 -10 -11 12 -13 -14
leaf_value=-0.0033904899295580967 0.0096192258466404352 -0.0037133792317882212 0.0071612750498308304 -0.0045648819884842803 -0.0046348975988726067 0.0026454435128687699 -0.0027054150197875228 0.00052324248642674658 0.0014272017370586816 0.0085808755111084403 -0.0019010364423147049 0.0025325664302297195 0.0042676106999812594
leaf_weight=77 56 70 63 56 87 1558 77 582 89 58 82 62 55
leaf_count=77 56 70 63 56 87 1558 77 582 89 58 82 62 55
internal_value=0 0.00177997 0.00160378 0.00135865 0.00149406 0.00172981 0.00190249 0.00206912 -0.0015592 0.00399024 0.00264997 0.00591095 0.000562314
internal_weight=0 2895 2777 2519 2463 2287 2217 2140 176 258 200 118 137
internal_count=2972 2895 2777 2519 2463 2287 2217 2140 176 258 200 118 137
is_linear=0
shrinkage=0.16829


Tree=8929
num_leaves=13
num_cat=0
split_feature=49 2 41 4 52 16 4 3 14 1 49 483
split_gain=0.0655767 0.0992446 0.0911205 0.0716974 0.0678754 0.0673916 0.116362 0.0782424 0.0546914 0.0605388 0.0397016 0.0397685
threshold=-0.14731999999999998 0.093870000000000023 0.085175000000000015 0.31392000000000003 0.5140450000000002 -0.11082499999999999 0.50996500000000011 0.095880000000000007 0.078275000000000025 0.13522500000000001 -0.087529999999999983 -0.0037249999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 6 7 -5 9 10 -2 -12
right_child=2 -3 -4 5 -6 -7 -8 -9 -10 -11 11 -13
leaf_value=-0.0074743040536523579 0.0063310032477433952 0.0023974206184096312 0.0066293056212706212 -0.0071559799303004042 -0.0028179591049799558 -0.0060588363391038636 0.0048457673233680094 0.001325056098779724 -0.0031130937725769685 0.0076290719343399772 0.0040960528565977313 0.0014863784550767658
leaf_weight=58 54 57 96 65 93 63 89 58 62 52 181 2044
leaf_count=58 54 57 96 65 93 63 89 58 62 52 181 2044
internal_value=0 -0.00256574 0.00152759 0.00134956 0.00163509 -0.00122517 0.000202773 -0.00314219 0.00180891 0.00194059 0.00181001 0.00169948
internal_weight=0 115 2857 2761 2486 275 212 123 2393 2331 2279 2225
internal_count=2972 115 2857 2761 2486 275 212 123 2393 2331 2279 2225
is_linear=0
shrinkage=0.16829


Tree=8930
num_leaves=22
num_cat=0
split_feature=4 13 2 4 40 0 15 48 0 4 4 15 51 51 4 48 12 52 12 0 2
split_gain=4.85627 1.8661 1.14585 0.721711 0.691317 0.340307 0.325146 0.287756 0.241814 0.883524 0.222765 0.221678 0.321357 0.204322 0.183337 0.159917 0.156306 0.14581 0.112467 0.102415 0.0743375
threshold=0.043640000000000005 -0.16392499999999996 0.16002500000000003 0.31392000000000003 -0.012844999999999997 -0.18713499999999997 -0.43587999999999999 0.087730000000000016 -0.031129999999999998 -0.42305999999999994 -0.111135 -0.065984999999999988 -0.078689999999999982 0.12162000000000002 0.51367000000000018 0.089955000000000021 0.092855000000000007 0.008405000000000001 0.089735000000000023 -0.082234999999999989 0.095565000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 11 7 -5 14 -3 10 16 -6 15 -13 17 -7 18 -10 20 -2 -19 -12
right_child=2 4 -4 5 8 6 -8 -9 9 -11 13 12 -14 -15 -16 -17 -18 19 -20 -21 -22
leaf_value=0.00040432720623892211 0.0008856712236462262 0.00080164495695318814 9.1682491076586548e-05 0.00067080019038318539 0.0010838454962821189 0.0006638096229475834 0.00025256921272122211 0.00048185064931540676 0.0010230029044774598 0.0004646993495566627 0.00090123814203640906 0.00040757159000535823 0.00071175191776892146 0.00074283670771696367 0.00040726204123844401 0.00060179750282067447 0.00079369883981672811 0.00098993977762881118 0.00071782352769242169 0.00090933614412140097 0.00079999651100614026
leaf_weight=89 93 67 52 72 88 53 88 58 92 61 816 62 100 77 74 58 53 412 89 326 95
leaf_count=89 93 67 52 72 88 53 88 58 92 61 816 62 100 77 74 58 53 412 89 326 95
internal_value=0 0.000873252 0.000564818 0.000600475 0.000892692 0.000473689 0.000407516 0.000653542 0.000907473 0.000799026 0.000919769 0.000690904 0.000595555 0.000911384 0.000514603 0.000755118 0.000939431 0.000919233 0.000803785 0.000954382 0.000890719
internal_weight=0 2234 741 689 2145 287 215 125 2020 206 1814 402 162 1726 127 240 145 1649 182 738 911
internal_count=2975 2234 741 689 2145 287 215 125 2020 206 1814 402 162 1726 127 240 145 1649 182 738 911
is_linear=0
shrinkage=0.0032998


Tree=8931
num_leaves=24
num_cat=0
split_feature=2 13 13 0 52 39 1 1212 52 475 16 403 475 0 1 2 2 16 52 0 0 52 16
split_gain=0.132373 0.134175 0.0914601 0.0925573 0.13462 0.0772871 0.104551 0.119451 0.0737917 0.146179 0.0924825 0.0778343 0.0777829 0.0662949 0.0642092 0.0596344 0.0556373 0.0536693 0.0424991 0.0345764 0.0148754 0.00883597 0.00813383
threshold=0.16730000000000003 -0.089024999999999979 -0.086944999999999981 -0.16926499999999997 -0.060344999999999996 0.086040000000000019 0.090485000000000024 0.040035000000000008 -0.14794999999999997 -0.085719999999999977 0.41580500000000004 -0.5407249999999999 -0.079449999999999979 -0.14720499999999997 0.10835000000000002 0.10836000000000003 0.086985000000000021 -0.38959499999999997 0.06136500000000001 -0.06884499999999999 -0.095199999999999993 0.11330000000000001 -0.52541999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 16 4 -4 6 7 18 10 -10 12 -11 -5 -13 -8 -12 -3 -16 20 -14 -1 -20 -6
right_child=-2 2 3 8 22 -7 14 -9 9 11 15 13 19 -15 17 -17 -18 -19 21 -21 -22 -23 -24
leaf_value=0.0069531109077296356 -0.005148696296275272 0.003723503419133425 0.012750595872375701 -0.007817153755747968 0.0040223792166698968 0.0053401300085949843 -0.0093334014812970854 -0.0065025124967730465 0.0096745729542793684 0.00740466519336507 -0.00058780136494679706 -0.0039543135662308791 -0.0023867732401089631 0.0019815948662769449 -0.0061854469544812005 0.0061366902224787214 0.010969347220366502 0.00098922135119758206 -0.0012515795167006079 0.0027475578426851542 0.0028639593642690283 0.0017507040191859793 0.001057220768231532
leaf_weight=52 77 70 56 57 55 55 55 52 74 73 70 55 106 1542 55 79 54 63 58 57 53 53 54
leaf_count=52 77 70 56 57 55 55 55 52 74 73 70 55 106 1542 55 79 54 63 58 57 53 53 54
internal_value=0 0.00191522 0.00243572 0.00219228 0.00603604 -0.000601812 -0.00134694 0.000729167 0.00189128 0.00234885 -0.00026643 0.00202316 -0.00246348 0.00177604 -0.0045735 0.00296548 0.00689344 -0.00233968 0.00247844 -0.00058031 0.00490617 0.000165758 0.00256988
internal_weight=0 2898 2402 2278 165 496 441 268 2113 1744 369 1670 220 1597 173 149 124 118 216 163 105 111 109
internal_count=2975 2898 2402 2278 165 496 441 268 2113 1744 369 1670 220 1597 173 149 124 118 216 163 105 111 109
is_linear=0
shrinkage=0.16829


Tree=8932
num_leaves=17
num_cat=0
split_feature=2 41 160 13 1204 160 47 0 42 14 157 51 159 160 402 0
split_gain=0.0916183 0.0984834 0.118051 0.105626 0.084004 0.0761153 0.0804347 0.174029 0.0684724 0.0671726 0.0708395 0.0732916 0.0658049 0.0987771 0.0560246 0.051983
threshold=0.16730000000000003 0.083270000000000011 -0.078059999999999977 -0.10939499999999998 -0.053599999999999995 -0.082244999999999985 0.085165000000000018 -0.038724999999999989 0.09364500000000002 0.019255000000000005 -0.14480499999999996 0.087425000000000017 0.087410000000000015 -0.52742999999999995 -1.0000000180025095e-35 -0.13843999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 15 14 6 7 12 -3 10 -6 -12 13 -1 -5 -4
right_child=-2 8 3 4 9 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=0.0087682541495376441 -0.004282223657985299 0.00076558077774908559 0.00059501964266758898 0.0020898463194450436 -0.0044358042568669728 0.0088456040863361726 -0.0021584776659434456 0.013004313207469214 -0.0078022392138540194 0.0078210467295771659 0.001515929015741913 0.0053800961216322017 -0.002481639265122852 0.0021597466008856205 -0.0047633322784226976 -0.0052563023929858852
leaf_weight=82 77 53 74 52 52 75 71 53 52 52 1576 153 58 299 95 101
leaf_count=82 77 53 74 52 52 75 71 53 52 52 1576 153 58 299 95 101
internal_value=0 0.00159353 0.00178418 0.00118765 0.00153851 0.00379627 0.00312043 0.00388588 -0.00346042 0.00184948 0.00167411 0.00185891 0.00278092 0.00358677 -0.00232686 -0.00277176
internal_weight=0 2898 2793 2155 1980 638 563 492 105 1833 1781 1729 439 381 147 175
internal_count=2975 2898 2793 2155 1980 638 563 492 105 1833 1781 1729 439 381 147 175
is_linear=0
shrinkage=0.16829


Tree=8933
num_leaves=21
num_cat=0
split_feature=4 3 40 4 14 0 49 3 0 4 4 0 51 51 151 13 47 151 0 13
split_gain=4.76319 2.1071 0.848825 0.4688 0.290282 0.356997 0.252798 0.240332 0.229196 0.226344 0.201389 0.432594 0.161412 0.261567 0.161366 0.118255 0.103058 0.0828393 0.0652007 0.0603438
threshold=0.31392000000000003 0.28833000000000003 -0.027374999999999997 0.043640000000000005 0.073890000000000011 -0.11073999999999999 -0.0086549999999999978 -0.082634999999999986 -0.079249999999999987 -0.47860499999999995 0.42642000000000008 -0.11742499999999999 -0.020509999999999997 -0.43508999999999992 -1.0000000180025095e-35 -0.076794999999999988 0.094160000000000008 -0.085204999999999989 -0.11262999999999999 -0.06724999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 14 -1 -2 17 -10 -9 -12 13 -5 -4 -13 18 -7 -14 -20
right_child=7 -3 3 12 -6 8 -8 10 9 -11 11 15 16 -15 -16 -17 -18 -19 19 -21
leaf_value=0.00033549826555994317 0.00039849688603583349 7.2798560899460562e-05 0.00039451123649273729 0.00062781549300795075 0.00090896174376057723 0.00082997728322329451 0.00058329858056878803 5.4579713600687784e-05 0.00079777384703255531 0.00064838289402627681 0.00050809719582734522 0.00024866551053014221 0.00077830224935157273 0.00031732317439412213 0.00064461509230378958 3.781128528785666e-05 0.0005106288819547067 0.00074165790020797712 0.00070282188224198234 0.00054799391530454525
leaf_weight=86 89 63 52 67 86 140 96 75 139 592 53 61 54 54 64 56 53 976 67 52
leaf_count=86 89 63 52 67 86 140 96 75 139 592 53 61 54 54 64 56 53 976 67 52
internal_value=0 0.000669659 0.000684231 0.000700763 0.000719834 0.00071153 0.0004664 0.000251245 0.000722736 0.000676838 0.00019761 0.000260504 0.000588045 0.00048954 0.000532803 0.000148045 0.000640629 0.000752769 0.000680252 0.000635462
internal_weight=0 2641 2578 2396 2049 1963 182 334 1847 731 245 170 347 121 116 117 226 1116 173 119
internal_count=2975 2641 2578 2396 2049 1963 182 334 1847 731 245 170 347 121 116 117 226 1116 173 119
is_linear=0
shrinkage=0.0032998


Tree=8934
num_leaves=24
num_cat=0
split_feature=1 1 1 11 49 10 49 0 49 0 49 1447 12 1456 1186 475 1 133 151 12 50 50 0
split_gain=7.73819 1.14048 0.754969 0.603257 0.545982 0.385467 0.38053 0.363385 0.258299 0.198012 0.194012 0.106951 0.0852317 0.0800008 0.0666364 0.0661279 0.0659478 0.0760064 0.0435737 0.0380926 0.129586 0.0447687 0.0265189
threshold=0.10932500000000002 0.13300500000000001 0.089455000000000021 1.0000000180025095e-35 -0.014479999999999998 -0.063134999999999983 -0.06951499999999998 -0.085264999999999994 0.0084900000000000028 -0.083804999999999977 0.12001000000000002 -0.084409999999999999 0.088365000000000013 -0.097034999999999996 0.021560000000000003 -0.084344999999999989 0.10471000000000001 -0.0072199999999999999 -0.056409999999999995 0.093910000000000007 0.088495000000000004 0.088160000000000002 -0.08645499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 10 6 -3 -4 18 16 -7 11 22 -9 -13 15 -15 17 -6 -2 20 -19 -21 -1
right_child=1 5 4 -5 8 9 -8 12 -10 -11 -12 13 -14 14 -16 -17 -18 19 -20 21 -22 -23 -24
leaf_value=0.00096476833078886946 0.0003949741954226225 4.9861236390229456e-05 0.00075095090749953701 0.0011932778606151048 0.00078919044376895685 0.00021152206218154069 0.00040148012102167907 0.00060462489874055735 0.0006299964983465027 0.00045015050008118926 0.00076191829080329094 0.001032745168714051 0.00075658511192207495 0.00098386590645671915 0.0010099581310905089 0.00089705393045884049 0.00077377689854109147 0.00088751699778941802 0.00051259331842189366 0.00094035028286920414 0.001096141637917518 0.00079826596907869732 0.001079896677466797
leaf_weight=53 57 59 86 89 61 61 57 75 53 103 90 64 97 113 74 1305 60 98 103 57 52 52 56
leaf_count=53 57 59 86 89 61 61 57 75 53 103 90 64 97 113 74 1305 60 98 103 57 52 52 56
internal_value=0 0.000462104 0.000894264 0.000926948 0.000789567 0.000279285 0.000611898 0.000584795 0.000848162 0.000361607 0.000913422 0.00092159 0.000690528 0.000914377 0.000909276 0.000903997 0.000878498 0.000898023 0.000470912 0.000923519 0.000960075 0.00087289 0.00102424
internal_weight=0 555 2420 1844 576 223 143 332 433 164 1755 1665 172 1556 1492 1418 380 320 160 259 150 109 109
internal_count=2975 555 2420 1844 576 223 143 332 433 164 1755 1665 172 1556 1492 1418 380 320 160 259 150 109 109
is_linear=0
shrinkage=0.0032998


Tree=8935
num_leaves=21
num_cat=0
split_feature=42 151 1456 40 151 0 52 16 150 0 16 15 52 132 157 16 52 1210 47 12
split_gain=0.132347 0.147887 0.107828 0.0987516 0.0848135 0.0716202 0.0824481 0.105019 0.0681484 0.0659496 0.0775588 0.0648703 0.0630894 0.0572521 0.0991617 0.13265 0.0971915 0.0457749 0.0553351 0.0179603
threshold=0.078120000000000009 0.053170000000000002 -0.14545999999999998 -0.080249999999999988 0.084725000000000009 0.12429000000000001 -0.51296999999999993 0.10134000000000001 0.099490000000000009 -0.09300499999999999 -0.11807499999999999 -0.036279999999999993 0.047800000000000009 -0.047469999999999991 -0.080299999999999996 -0.017744999999999997 0.047345000000000005 -0.077489999999999989 1.0000000180025095e-35 0.090805000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 8 6 -1 13 9 10 12 -9 -5 16 -15 -16 -8 -11 -19 -18
right_child=2 -3 3 4 -6 -7 7 11 -10 17 -12 -13 -14 14 15 -17 19 18 -20 -21
leaf_value=0.0070289786539228741 -0.0033117934628460978 -0.0056260681230366101 -0.0023512219674864873 0.0076752575595095702 0.010669718246554598 -0.0034183583310171744 -0.0056519706419007956 0.0011024253594736969 -0.00106276564910269 -0.00036645702855594438 0.011017016377998011 -0.0061415516870956029 -2.2037322263388083e-05 -0.0036867404925329389 0.0019998539405571415 0.0069527471879933514 0.00041692612746585598 0.0044569909250482438 0.00074954671887074648 0.0046400666467722503
leaf_weight=84 63 84 70 67 54 75 68 65 75 76 80 75 54 65 685 198 64 778 135 53
leaf_count=84 63 84 70 67 54 75 68 65 75 76 80 75 54 65 685 198 64 778 135 53
internal_value=0 0.00123198 0.00348259 0.00379205 0.00411944 0.00163553 0.00191617 0.00157739 0.00383841 0.00414881 0.00693738 -0.00276544 0.00422525 0.0021156 0.00264442 0.0031125 -0.000584508 0.00358026 0.00391076 0.00234533
internal_weight=0 1516 1452 1389 1319 1432 1357 1273 1265 1190 201 140 121 1133 948 883 185 989 913 117
internal_count=2968 1516 1452 1389 1319 1432 1357 1273 1265 1190 201 140 121 1133 948 883 185 989 913 117
is_linear=0
shrinkage=0.16829


Tree=8936
num_leaves=21
num_cat=0
split_feature=4 4 50 2 4 48 34 51 402 1204 4 160 40 52 11 12 4 48 403 52
split_gain=0.122322 0.115851 0.0802453 0.106202 0.0724448 0.0757864 0.076782 0.068882 0.0720423 0.0763795 0.0696966 0.068692 0.0801201 0.0568393 0.0471341 0.0365646 0.0718927 0.0671594 0.0357751 0.0272087
threshold=0.024470000000000002 0.066300000000000012 -0.44847999999999993 0.090020000000000017 0.0067750000000000006 0.11156500000000001 -0.023104999999999997 -0.17370999999999998 -0.090599999999999986 -0.077544999999999989 -0.00045499999999999995 0.091625000000000026 -0.080249999999999988 0.08673500000000002 0.077600000000000016 1.0000000180025095e-35 0.51326500000000019 0.086185000000000012 -0.092059999999999989 0.008405000000000001
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 -1 -8 13 -10 -11 12 -3 18 15 16 17 -14 -9 -17
right_child=1 11 3 -5 -6 -7 7 8 9 10 -12 -13 14 -15 -16 19 -18 -19 -20 -21
leaf_value=0.0084216810292959514 0.0017081673732546178 -0.0053677425615809406 -0.00029809244237211015 -0.01020612991915598 0.0079859973591798385 -0.0030809806421915591 0.0071537876766755082 0.010687006067358158 -0.0027939054643815711 0.0024526479808367595 -0.0013688675609307352 0.0061997986526426 0.006320395845650857 0.0021542231560910678 0.0060977086527604779 -0.0032537564415573324 -0.0021435585115946796 -0.00098091073163648619 0.0045247353538166186 0.001574986794727117
leaf_weight=62 55 57 54 72 68 69 83 58 95 1492 148 70 111 96 52 89 81 52 52 52
leaf_count=62 55 57 54 72 68 69 83 58 95 1492 148 70 111 96 52 89 81 52 52 52
internal_value=0 7.21697e-05 -0.00362977 -0.00597409 0.00256637 0.00239452 0.0025765 0.00239656 0.00219221 0.00183732 0.00210668 0.00126339 0.000560263 0.00517248 0.00133759 0.00069 0.0019399 0.00398012 0.00779027 -0.0014602
internal_weight=0 745 181 126 2223 2155 2086 2024 1941 1735 1640 564 494 206 437 385 244 163 110 141
internal_count=2968 745 181 126 2223 2155 2086 2024 1941 1735 1640 564 494 206 437 385 244 163 110 141
is_linear=0
shrinkage=0.16829


Tree=8937
num_leaves=23
num_cat=0
split_feature=1 3 4 4 1 123 47 3 0 1 3 3 0 41 0 3 15 3 13 3 3 13
split_gain=8.72977 2.52593 0.683898 0.548875 0.470127 0.428278 0.325101 0.279686 0.27031 0.267438 0.219144 0.15379 0.145849 0.135799 0.120489 0.143416 0.110429 0.091729 0.0900378 0.0915862 0.0539009 0.0189288
threshold=0.10404000000000001 -0.057749999999999989 0.41552000000000006 0.053925000000000008 0.12000500000000001 1.0000000180025095e-35 0.098205000000000015 0.091085000000000013 0.040570000000000002 0.083670000000000008 -0.18945499999999996 0.090170000000000014 -0.099704999999999974 1.0000000180025095e-35 -0.082454999999999987 -0.10337499999999998 0.090165000000000009 -0.14088999999999999 -0.010655 0.28833000000000003 -0.073444999999999983 -0.069749999999999993
decision_type=2 2 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 11 7 18 8 13 12 -10 -3 -5 14 16 -16 -1 -2 19 -6 -14 -19
right_child=1 4 -4 9 6 -7 -8 -9 10 -11 -12 -13 20 -15 15 -17 -18 21 -20 -21 -22 -23
leaf_value=0.0012891450869456974 0.001295706143842791 0.00068570107962566981 0.00076103596393452125 0.001251982810703067 0.00065040559884128109 0.00097812817384431805 0.00078121417952376924 0.0010916631315415377 0.0012702012400584071 0.00089064154545719977 0.00097540557847536845 0.00088069599347899647 0.0011348275670565496 0.0014216037908784571 0.00108995428849575 0.0012574567567165244 0.001416855168996142 0.0010774330697971926 0.00039232478740158994 0.00047116854481330135 0.00098835205530800672 0.0011789386939734382
leaf_weight=807 61 90 54 90 56 61 58 103 53 57 61 92 74 76 64 721 88 54 62 76 53 57
leaf_count=807 61 90 54 90 56 61 58 103 53 57 61 92 74 76 64 721 88 54 62 76 53 57
internal_value=0 0.00080369 0.00108682 0.00123423 0.000656174 0.00125303 0.00056338 0.00126151 0.00127085 0.00109456 0.00111277 0.000784464 0.00114797 0.00128109 0.00127471 0.00124385 0.00130174 0.00118889 0.000498073 0.000547475 0.00107398 0.00112988
internal_weight=0 660 226 2308 434 2034 252 1973 1870 274 114 182 217 1756 1680 785 895 172 194 132 127 111
internal_count=2968 660 226 2308 434 2034 252 1973 1870 274 114 182 217 1756 1680 785 895 172 194 132 127 111
is_linear=0
shrinkage=0.0032998


Tree=8938
num_leaves=24
num_cat=0
split_feature=2 15 2 376 0 2 0 2 15 15 0 0 475 43 0 0 2 2 16 16 16 15 0
split_gain=4.7718 2.52556 0.66678 0.638358 0.579719 0.485359 0.328842 0.200432 0.159122 0.19295 0.274088 0.218705 0.112967 0.111041 0.0908083 0.0846921 0.0828335 0.0749004 0.0733086 0.151861 0.0722668 0.0590527 0.0275167
threshold=0.12026500000000001 -0.41956999999999994 0.099845000000000003 0.076485000000000011 -0.13165999999999997 0.15305000000000002 -0.084114999999999981 0.13673000000000005 -0.12776499999999999 0.025430000000000005 -0.10594499999999998 -0.082494999999999985 -0.081814999999999985 0.054875000000000007 -0.14534499999999997 -0.057749999999999989 -1.0000000180025095e-35 0.11203000000000002 0.51707500000000006 -1.0000000180025095e-35 -0.014654999999999998 -0.040769999999999994 -0.098064999999999986
decision_type=2 2 2 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 17 6 -2 -8 22 10 14 20 -6 -13 -10 -7 -12 -4 19 21 -11 -14 -3
right_child=5 2 4 -5 12 15 7 -9 9 11 16 13 18 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00045230023945067846 0.00049516323610583916 0.0012223120974048183 0.0007755642307180334 0.00073059198611351934 0.0011096993956325426 0.00048606572547353605 0.00088956851735103124 0.00063559806090823529 0.00093418738689894968 0.0011026338116306245 0.0009108298811320376 0.0010433582651842095 0.00091250209012561664 0.00091060578195510319 0.00074925464142796075 0.00029997061028416976 0.0010357565098034101 0.00060797767021727794 0.0010531822927144574 0.00081283412415943709 0.0012214486421608768 0.0010450907647640403 0.0011136409698483496
leaf_weight=93 86 52 70 74 52 52 66 73 71 384 69 442 81 87 54 58 654 55 55 101 73 81 85
leaf_count=93 86 52 70 74 52 52 66 73 71 384 69 442 81 87 54 58 654 55 55 101 73 81 85
internal_value=0 0.000987081 0.00100665 0.00103307 0.000897435 0.000568683 0.000656732 0.000756442 0.0010444 0.00103611 0.000998968 0.00106802 0.000963329 0.00102159 0.000854578 0.000388263 0.00102388 0.000702108 0.000939283 0.00091533 0.00112169 0.000979014 0.00115515
internal_weight=0 2633 2540 2045 495 335 225 139 1971 1834 848 986 370 529 125 110 723 125 318 263 457 162 137
internal_count=2968 2633 2540 2045 495 335 225 139 1971 1834 848 986 370 529 125 110 723 125 318 263 457 162 137
is_linear=0
shrinkage=0.0032998


Tree=8939
num_leaves=24
num_cat=0
split_feature=1 34 4 151 4 15 2 2 2 16 3 51 15 3 133 2 1375 151 133 1 15 51 15
split_gain=0.132917 0.165857 0.0946617 0.10214 0.0840079 0.108264 0.0800983 0.11049 0.078624 0.0743611 0.0737705 0.148143 0.174602 0.0796372 0.122747 0.0822036 0.0445112 0.0497167 0.0358492 0.0465718 0.0300353 0.0297637 0.0273922
threshold=0.12000500000000001 -0.023104999999999997 0.024470000000000002 0.086895000000000014 0.066300000000000012 -0.066784999999999983 -1.0000000180025095e-35 0.12026500000000001 0.098500000000000018 -0.23389999999999997 -0.014254999999999999 -0.088934999999999986 -0.015539999999999998 -0.093419999999999989 -0.0063799999999999994 0.10085000000000001 0.083685000000000023 -0.064244999999999983 -0.084544999999999981 0.11156000000000001 -0.040119999999999996 0.098910000000000012 -0.11124499999999998
decision_type=2 2 2 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 8 -2 -8 -4 -9 13 -12 -13 14 -3 -16 17 -15 -6 20 22 -11 -20
right_child=6 2 4 -5 18 -7 7 9 -10 21 11 12 -14 16 15 -17 -18 -19 19 -21 -22 -23 -24
leaf_value=0.01141548842661641 -0.004608457081608344 -0.0044799738334469989 -0.0033635679463365239 0.01102308020195193 0.0065321630064941764 -0.0080932304038238249 0.0076322834757176668 0.0035870939329249339 0.0058814998590394187 -0.006237194758227968 0.0067506666310170223 0.0021066880340087049 -0.0096422816315365426 0.0081138560235455917 0.005087573625514371 -0.00082286873590424069 0.00089400116108785265 0.0045775835809358971 0.004249980458300608 -0.0019889311044168057 0.0064440642656450123 -0.00065357310390314874 -0.00047129520630875279
leaf_weight=76 79 69 52 56 61 53 63 74 52 52 81 99 56 126 225 94 84 1198 69 63 59 58 69
leaf_count=76 79 69 52 56 61 53 63 74 52 52 81 99 56 126 225 94 84 1198 69 63 59 58 69
internal_value=0 0.00365752 0.00342704 0.00391652 0.00128511 -0.00189815 5.02336e-05 0.00154753 0.00124169 -0.000526068 0.00371979 0.000912705 -0.00212651 0.00408765 0.00194496 0.00334031 0.00467683 0.00491547 0.00284763 0.00197627 0.00325345 -0.00330944 0.00187632
internal_weight=0 2642 2566 2088 478 157 326 247 104 184 2032 236 155 1796 388 319 1408 1324 321 260 197 110 138
internal_count=2968 2642 2566 2088 478 157 326 247 104 184 2032 236 155 1796 388 319 1408 1324 321 260 197 110 138
is_linear=0
shrinkage=0.16829


Tree=8940
num_leaves=15
num_cat=0
split_feature=41 9 1 148 52 39 39 14 1453 52 51 16 160 1
split_gain=0.155647 0.170203 0.10068 0.0969886 0.0737575 0.0734014 0.0983013 0.0629141 0.0547344 0.0668735 0.069451 0.048131 0.0438491 0.0324088
threshold=0.081185000000000021 0.086320000000000022 0.11156000000000001 -0.07718499999999999 0.51668500000000006 0.10940500000000002 0.089030000000000012 -0.073764999999999983 -0.077554999999999985 0.40431 0.104925 -0.085264999999999994 -1.0000000180025095e-35 0.11805500000000001
decision_type=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 -10 -2 -9 -14
right_child=11 -3 5 4 -6 -7 -8 12 9 -11 -12 -13 13 -15
leaf_value=0.0087674408979600583 0.0056676135576327925 -0.0057991197151326997 -0.0040238754113921587 0.0075482206732219639 0.0078232688075885425 0.0057027651104274175 -0.0060257289682576903 0.0055888692418841401 0.0027147024369412248 -0.0016121924975444704 0.0076419371124713765 0.012647081214379102 -0.0019982659972719143 0.0025761334573477434
leaf_weight=88 61 66 59 69 89 66 71 72 1951 96 85 54 75 105
leaf_count=88 61 66 59 69 89 66 71 72 1951 96 85 54 75 105
internal_value=0 0.00263998 0.00283771 0.00327384 0.00306195 0.00051869 -0.000372285 0.000912596 0.00286861 0.00271631 0.00292129 0.00896055 0.00207549 0.000660153
internal_weight=0 2892 2826 2378 2290 448 382 311 2201 2132 2036 115 252 180
internal_count=3007 2892 2826 2378 2290 448 382 311 2201 2132 2036 115 252 180
is_linear=0
shrinkage=0.16829


Tree=8941
num_leaves=19
num_cat=0
split_feature=4 3 12 3 14 0 2 15 3 2 2 3 403 12 47 2 0 3
split_gain=5.31836 2.07085 1.32485 0.822887 0.384426 0.605309 0.364612 0.428119 0.400535 0.334953 0.604942 0.258301 0.205346 0.190826 0.253051 0.136512 0.0940624 0.0734175
threshold=0.31392000000000003 0.28833000000000003 -0.041014999999999989 -0.14719499999999996 -0.41608999999999996 -0.095724999999999991 0.13775000000000001 0.025430000000000005 -0.15288999999999997 -0.007134999999999999 0.098180000000000003 -0.034509999999999992 -0.081424999999999984 1.0000000180025095e-35 0.077735000000000012 0.090295000000000014 0.12429000000000001 0.12168500000000002
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 -2 -5 17 7 12 -9 -1 -11 15 -4 14 -14 -10 -15 -6
right_child=3 -3 6 4 5 -7 -8 8 11 10 -12 -13 13 16 -16 -17 -18 -19
leaf_value=0.00033918138382649997 0.000709128151117584 0.00023380971750074724 0.00065717232899253973 0.00050391745069869927 0.00042657643056456216 -1.1673143996444266e-05 0.00057327257376258768 0.0011746640709776393 0.000884182614236856 0.00090802848184977369 0.00048755308481381233 0.0010902428366299797 0.00065151415226959847 0.00082480465436078946 0.00091488299321890708 0.00078925878274840715 0.00096946264123467542 0.0002596767320440961
leaf_weight=54 57 69 103 60 67 84 57 52 770 59 103 59 153 876 55 221 55 53
leaf_count=54 57 69 103 60 67 84 57 52 770 59 103 59 153 876 55 221 55 53
internal_value=0 0.000798796 0.000813679 0.000349186 0.000271338 0.00020276 0.000835979 0.000842352 0.000889981 0.000565638 0.000640907 0.000875849 0.000800064 0.000812955 0.000721324 0.000863049 0.000833388 0.000353156
internal_weight=0 2686 2617 321 264 204 2401 2344 1102 216 162 1050 1242 1139 208 991 931 120
internal_count=3007 2686 2617 321 264 204 2401 2344 1102 216 162 1050 1242 1139 208 991 931 120
is_linear=0
shrinkage=0.0032998


Tree=8942
num_leaves=11
num_cat=0
split_feature=3 41 0 15 14 1453 0 0 0 42
split_gain=0.11422 0.0948498 0.082582 0.103962 0.141274 0.0615593 0.0839881 0.111907 0.0584877 0.0168103
threshold=0.3148450000000001 0.081185000000000021 -0.25490999999999991 -0.40166999999999992 -0.41608999999999996 -0.077554999999999985 -0.22745499999999999 -0.14820499999999998 -0.10594499999999998 0.092175000000000021
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 -7 -8 -9 -3
right_child=-2 9 3 5 -6 6 7 8 -10 -11
leaf_value=0.0095674858881446816 -0.0026958578981380551 0.0059769463544846095 0.0056469259427006794 0.0075095847783982509 -0.0051792639339933791 -0.0027923565627553898 0.0091156102036452618 0.00014181682246648688 0.003146182498198253 0.010268130769792945
leaf_weight=53 97 58 52 87 99 70 85 202 2152 52
leaf_count=53 97 58 52 87 99 70 85 202 2152 52
internal_value=0 0.00316477 0.00297332 0.00284544 -0.00143914 0.00309535 0.00294157 0.00310687 0.00288914 0.00802184
internal_weight=0 2910 2800 2747 151 2596 2509 2439 2354 110
internal_count=3007 2910 2800 2747 151 2596 2509 2439 2354 110
is_linear=0
shrinkage=0.16829


Tree=8943
num_leaves=29
num_cat=0
split_feature=3 3 43 42 16 13 13 16 11 3 11 123 3 3 3 42 3 16 16 43 1446 42 484 3 483 13 159 52
split_gain=5.21085 2.01732 1.45872 0.64198 0.515574 0.434326 0.428232 0.330548 0.255525 0.719337 0.237286 0.226782 0.194217 0.162662 0.21725 0.153744 0.152221 0.105001 0.0974499 0.097273 0.0963017 0.0841384 0.0697595 0.0660259 0.061866 0.0573865 0.0536821 0.0102631
threshold=-0.053364999999999996 0.30863500000000005 -0.033049999999999989 -1.0000000180025095e-35 -0.25397999999999993 -0.014114999999999997 -0.007069999999999999 -0.5152199999999999 1.0000000180025095e-35 -0.12711499999999995 0.084110000000000004 0.087855000000000016 -0.066229999999999997 0.0066850000000000008 0.11500500000000001 -0.0047199999999999994 0.09722500000000002 -0.0050499999999999989 -0.024304999999999997 -0.0019849999999999994 0.037915000000000011 0.087665000000000007 -0.081534999999999982 -0.07249499999999999 0.083090000000000011 0.096295000000000006 0.090550000000000005 -0.069059999999999996
decision_type=2 2 2 2 2 2 2 2 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 21 11 -4 9 -6 -10 27 17 15 16 -9 18 20 -15 24 23 -1 -22 -11 -19 -12 -3 -5
right_child=1 26 7 6 8 -7 -8 13 10 12 25 -13 -14 14 -16 -17 -18 19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00082937419872536908 0.00067240135484592737 2.6407235451440483e-05 0.00043753784629699011 0.0004196857847724323 0.00043860965248267668 0.00040619086115424433 2.2304006262015305e-05 0.00071745019699062608 0.0011023514754270917 0.00081841971699707231 0.0009098827576397272 0.00021241268252040877 0.00063778701396482302 0.00063114248222968729 0.00061111426862326529 0.00046294791639237074 0.00093836300427598289 0.00080012454810067253 0.00083705563977913068 0.00062878082239113534 0.00080958097718718074 0.00064665840660050699 0.00096138833946229311 0.00070127615454889346 0.00069093197650996749 0.00075144148413518522 0.00016464998163169046 0.00049269175401214641
leaf_weight=58 58 69 60 55 63 69 53 54 55 986 56 69 80 52 86 52 69 351 53 54 58 58 93 60 74 53 56 53
leaf_count=58 58 69 60 55 63 69 53 54 55 986 56 69 80 52 86 52 69 351 53 54 58 58 93 60 74 53 56 53
internal_value=0 0.000475671 0.000543382 0.000361716 0.000782069 0.000614635 0.000283216 0.000666116 0.000797671 0.000786293 0.000923656 0.000361143 0.000798747 0.000703492 0.00074843 0.000592932 0.000816097 0.000806409 0.000735415 0.000764086 0.000823316 0.00073832 0.000903312 0.000811734 0.000781195 0.000833166 8.86218e-05 0.000455839
internal_weight=0 839 714 288 2168 185 230 426 1983 1819 164 177 1756 366 260 106 174 1676 105 479 1197 116 151 1046 425 109 125 108
internal_count=3007 839 714 288 2168 185 230 426 1983 1819 164 177 1756 366 260 106 174 1676 105 479 1197 116 151 1046 425 109 125 108
is_linear=0
shrinkage=0.0032998


Tree=8944
num_leaves=14
num_cat=0
split_feature=4 14 15 2 11 2 2 12 159 11 1 4 0
split_gain=0.0911474 0.109805 0.120227 0.0806739 0.0702428 0.100616 0.115463 0.117159 0.109323 0.0805155 0.0767764 0.0707823 0.0602885
threshold=0.51395000000000002 -0.41608999999999996 -0.38214499999999996 0.13631000000000001 0.079700000000000007 -1.0000000180025095e-35 0.084145000000000011 0.083815000000000014 -0.092444999999999986 0.086175000000000015 0.10442000000000001 -1.0000000180025095e-35 -0.050704999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 11 7 -7 -8 -6 -11 -4 -5
right_child=-2 2 3 12 9 6 8 -9 -10 10 -12 -13 -14
leaf_value=0.010141823408587217 -0.0019031149882700828 -0.0049014298629820761 -0.0056367685260384137 -0.0046533589759864416 0.011890762649950655 0.010439305622640676 0.006937272732188228 0.0043002920839335891 0.0022297884635207399 -0.00056937242663725434 0.0085022740358232877 0.0027577669799487077 0.0025913607408479598
leaf_weight=63 103 53 61 63 57 105 154 565 1558 52 53 53 67
leaf_count=63 103 53 61 63 57 105 154 565 1558 52 53 53 67
internal_value=0 0.00318046 0.00302546 0.00317679 0.00337714 0.00315539 0.00338939 0.00526506 0.00265429 0.00678263 0.00399254 -0.00171829 -0.000905722
internal_weight=0 2904 2841 2788 2658 2496 2382 670 1712 162 105 114 130
internal_count=3007 2904 2841 2788 2658 2496 2382 670 1712 162 105 114 130
is_linear=0
shrinkage=0.16829


Tree=8945
num_leaves=18
num_cat=0
split_feature=2 15 150 14 376 2 2 16 52 15 15 51 52 34 51 15 155
split_gain=6.34516 2.69549 1.27479 1.10342 1.04889 0.984445 0.416582 0.454753 0.530398 0.393657 0.240094 0.2253 0.216539 0.215831 0.205567 0.152363 0.0828696
threshold=0.12026500000000001 -0.24211499999999997 0.11228 0.073890000000000011 0.048695000000000009 0.16993500000000003 0.092320000000000013 0.0048000000000000013 0.029970000000000007 -0.13843999999999998 -0.43587999999999999 -0.086654999999999982 1.0000000180025095e-35 -1.0000000180025095e-35 0.0045000000000000014 -0.047859999999999993 0.11245500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 6 9 11 8 -8 10 -2 15 -11 -1 -13 -3 -9
right_child=5 2 -4 -5 -6 -7 7 16 -10 12 -12 14 -14 -15 -16 -17 -18
leaf_value=0.00028903293128004933 0.00056034312430850808 0.00098926888595844698 0.00060575845565398229 0.0013364643560270851 0.0006094754227773632 0.00012948859802224414 0.00071289590733661129 0.00098786680781697304 0.00095862579936237648 0.0005792869169588908 0.0002487844167650367 0.0010458584801582523 0.00084443057129060951 0.00058256616136485439 0.0009209451191175079 0.00078145940872803392 0.0011304523524200462
leaf_weight=52 56 91 100 95 84 74 182 211 206 100 53 1198 52 59 169 71 62
leaf_count=52 56 91 100 95 84 74 182 211 206 100 53 1198 52 59 169 71 62
internal_value=0 0.000948991 0.000971618 0.000987047 0.000972434 0.000466051 0.00098634 0.000916577 0.000843452 0.000561339 0.000409174 0.00101648 0.000670226 0.000445372 0.00103044 0.000898409 0.00102038
internal_weight=0 2580 2469 2369 2274 335 2190 661 388 261 109 1529 152 111 1367 162 273
internal_count=2915 2580 2469 2369 2274 335 2190 661 388 261 109 1529 152 111 1367 162 273
is_linear=0
shrinkage=0.0032998


Tree=8946
num_leaves=24
num_cat=0
split_feature=4 2 123 11 3 2 10 3 16 4 2 13 15 42 52 3 16 13 3 4 2 15 2
split_gain=4.6686 1.55605 1.01975 0.588105 0.402777 0.252548 0.229346 0.226373 0.250242 0.230133 0.211365 0.208048 0.192016 0.167627 0.158729 0.129382 0.129169 0.209934 0.122524 0.118771 0.117402 0.0610604 0.0499898
threshold=0.31392000000000003 0.12068000000000001 1.0000000180025095e-35 0.078065000000000009 0.11391500000000002 0.086365000000000011 -1.0000000180025095e-35 -0.096949999999999995 0.25968500000000005 -0.084384999999999988 0.14870000000000003 -0.065539999999999987 0.043560000000000008 0.0069650000000000016 -0.034409999999999989 -0.049204999999999992 -0.45743999999999996 -0.074349999999999986 -0.13117499999999996 0.065755000000000008 0.083525000000000002 0.08487500000000002 0.11666500000000002
decision_type=2 2 2 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 -4 -2 8 12 20 15 19 14 -13 -1 -3 22 -18 -14 -11 -9 -22 -8
right_child=3 10 5 -5 -6 -7 16 9 -10 11 -12 13 18 -15 -16 -17 17 -19 -20 -21 21 -23 -24
leaf_value=0.00060260523202359802 0.0001986233446024166 0.00078971325943599444 0.00043387784075548026 0.00077797127500989444 0.00065524821833076957 0.00073891272819254325 0.00059212754150522815 0.00089091814893708595 0.0010247502876174072 0.00096894287512081856 0.00042700467945076977 0.00090654962526851306 0.0010018726079207606 0.00077055214462777772 0.00081942837766309392 0.00056562514314238308 0.00050666196275696827 0.00020991966766414783 0.00079834178769027633 0.00083713390461580533 0.0011101638663042709 0.00098944304187632316 0.00044726196743188765
leaf_weight=67 52 53 52 53 62 71 58 55 73 877 62 503 66 128 87 64 53 52 69 86 139 80 53
leaf_count=67 52 53 52 53 62 71 58 55 73 877 62 503 66 128 87 64 53 52 69 86 139 80 53
internal_value=0 0.000881769 0.000903799 0.00045967 0.000919537 0.000610241 0.000396591 0.000926869 0.000850336 0.000941682 0.000584355 0.000926278 0.000806158 0.000879018 0.000725325 0.000667436 0.000444087 0.000360039 0.000898107 0.000957208 0.00103116 0.00106623 0.000523275
internal_weight=0 2594 2415 321 2292 123 268 2230 362 1868 179 1594 289 631 154 117 216 105 135 963 274 219 111
internal_count=2915 2594 2415 321 2292 123 268 2230 362 1868 179 1594 289 631 154 117 216 105 135 963 274 219 111
is_linear=0
shrinkage=0.0032998


Tree=8947
num_leaves=24
num_cat=0
split_feature=1 1 10 0 3 123 2 155 0 0 3 0 3 0 43 3 15 51 3 0 1212 15 3
split_gain=3.82849 0.85634 0.72575 0.58848 0.434554 0.381065 0.304789 0.255619 0.242528 0.224028 0.19205 0.227948 0.18388 0.156584 0.146001 0.153708 0.130971 0.106962 0.106047 0.0939514 0.0732014 0.0372804 0.061534
threshold=0.11690500000000002 0.089245000000000005 -0.063134999999999983 -0.12851999999999997 -0.069049999999999986 0.083005000000000009 0.12068000000000001 0.099270000000000011 -0.14920999999999998 -0.072924999999999976 -0.10115999999999999 -0.082594999999999988 -0.0031199999999999995 -0.22984499999999997 -0.034774999999999993 0.30863500000000005 0.025430000000000005 0.11984500000000002 -0.13827999999999999 -0.036459999999999992 0.085185000000000011 -0.092879999999999976 -0.083644999999999983
decision_type=2 2 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 12 -4 7 8 9 -1 21 11 -10 -3 -14 -6 -16 -11 19 -13 20 -12 -5 -23
right_child=2 3 4 5 14 -7 -8 -9 10 16 17 18 13 -15 15 -17 -18 -19 -20 -21 -22 22 -24
leaf_value=0.00080494888056916976 -7.856695183921745e-05 0.00021063363743510386 0.000515994806843105 0.00069386912635436919 0.00014179936430828597 0.00029531204344006306 0.00043821559642630829 0.00077621636410800561 0.00069625959393406791 0.00035533394643347483 0.00063780854176132928 0.00054110755451736007 0.00031561218381933817 0.00055855061282122627 0.00041109364600948605 0.00018621821503009343 0.00056195211862730557 0.00050186515127017921 0.00032759037660756089 0.00078388817050703313 0.00070644765846558427 0.00049064916026052806 0.00062531995444497655
leaf_weight=101 63 71 82 55 102 54 81 69 57 76 1145 52 66 53 73 62 62 54 52 61 212 52 160
leaf_count=101 63 71 82 55 102 54 81 69 57 76 1145 52 66 53 73 62 62 54 52 61 212 52 160
internal_value=0 0.000599184 0.000244637 0.000502487 0.000308577 0.000559264 0.000637417 0.00058926 0.000646702 0.000557321 0.000636893 0.000527513 0.000344521 0.000424108 0.000236664 0.000308078 0.000448418 0.000648832 0.000434688 0.000654404 0.000648558 0.000613476 0.000592454
internal_weight=0 2533 382 718 319 528 1815 474 1734 405 1633 161 190 119 237 135 138 1472 104 1418 1357 267 212
internal_count=2915 2533 382 718 319 528 1815 474 1734 405 1633 161 190 119 237 135 138 1472 104 1418 1357 267 212
is_linear=0
shrinkage=0.0032998


Tree=8948
num_leaves=29
num_cat=0
split_feature=3 2 2 0 3 0 2 0 15 2 11 160 2 0 48 151 2 1212 43 16 133 2 472 156 52 52 43 52
split_gain=4.73286 1.56804 1.49782 0.786098 0.588223 0.476269 0.425853 0.383704 0.367429 0.337876 0.306038 0.296735 0.270288 0.267488 0.188416 0.140592 0.11709 0.0971999 0.159827 0.143994 0.109858 0.100968 0.093126 0.0791299 0.0622002 0.0899432 0.0665842 0.0405123
threshold=-0.053364999999999996 0.10745500000000001 0.072175000000000017 -0.072924999999999976 0.0035100000000000005 -0.068669999999999995 0.094765000000000016 -0.14534499999999997 -0.094489999999999977 0.10556500000000001 0.078065000000000009 -0.060659999999999992 0.15205000000000002 -0.074904999999999985 0.083980000000000013 -0.068254999999999996 0.12026500000000001 0.085385000000000016 0.05259500000000001 -0.083144999999999983 -0.010344999999999998 0.097695000000000018 -0.0071149999999999989 0.090560000000000015 -0.45635499999999996 0.013340000000000001 -0.078039999999999984 0.0030150000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 9 5 -2 14 -8 -5 10 17 -10 13 15 -4 -3 -17 18 21 -20 -19 23 -13 -1 -24 26 -26 -22
right_child=1 12 6 8 -6 -7 7 -9 11 -11 -12 22 -14 -15 -16 16 -18 20 19 -21 27 -23 24 -25 25 -27 -28 -29
leaf_value=0.0007820720003182003 0.00071174642076559248 0.00012547254029268321 0.00095724347997029093 0.00037789705774437436 8.1703702679164015e-05 0.00028668914730134047 0.00037973797576920074 0.00073441836101056771 0.0004789319340955709 0.00055844438780410031 0.0010115473172130204 0.00082873148274459644 0.00011172277470246266 0.00050152916191831525 0.0006996161934329086 0.00041927539661910755 0.00021517311734846179 0.00092715225521589149 0.00075786729083890056 0.00055164832589800602 0.00070347870436305183 0.00092778398338638117 0.00076925721438094341 0.00064822995994011693 0.0005096166013005513 0.00073423464240911652 0.00065409967595249385 0.000831305699597854
leaf_weight=968 52 58 82 56 64 65 55 86 81 73 66 55 85 70 52 66 59 101 86 68 53 52 70 54 55 101 111 71
leaf_count=968 52 58 82 56 64 65 55 86 81 73 66 55 85 70 52 66 59 101 86 68 53 52 70 54 55 101 111 71
internal_value=0 0.000443867 0.000570188 0.000742669 0.000336713 0.000475905 0.000723728 0.000596318 0.000632112 0.000779384 0.000789978 0.000662134 0.000273341 0.0003275 0.000857532 0.000260739 0.000323221 0.00077989 0.000768017 0.000667038 0.000844533 0.000782463 0.0006999 0.000775035 0.00067877 0.000654914 0.000606441 0.000776954
internal_weight=0 794 456 2121 181 117 275 141 529 1592 1519 473 338 253 134 183 125 1453 1228 154 225 1074 392 1022 337 267 166 124
internal_count=2915 794 456 2121 181 117 275 141 529 1592 1519 473 338 253 134 183 125 1453 1228 154 225 1074 392 1022 337 267 166 124
is_linear=0
shrinkage=0.0032998


Tree=8949
num_leaves=13
num_cat=0
split_feature=4 48 376 1375 16 4 9 474 474 151 484 12
split_gain=0.126667 0.116962 0.0919897 0.0730597 0.0671711 0.096036 0.0555914 0.0705493 0.0572987 0.0770736 0.0765256 0.0329544
threshold=0.31392000000000003 -0.087924999999999989 0.084770000000000026 -0.10702499999999998 -0.11082499999999999 0.41823000000000005 0.037245000000000007 0.10674500000000002 0.085850000000000024 0.072810000000000014 -0.065464999999999982 -0.081654999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -2 7 8 9 -5 -10 -7
right_child=4 2 -4 6 -6 11 -8 -9 10 -11 -12 -13
leaf_value=0.012329910333654921 -0.00187190676470177 -0.0014527233396007479 -0.0017800479064755325 0.0046615446492643446 -0.0031777760306258688 0.0078650765047203648 0.010117864897372902 0.0098696607113356385 0.0064775338657982852 0.010959096582403891 -0.001269221819567365 0.002908898384436693
leaf_weight=57 88 52 62 2077 75 68 57 75 56 57 101 90
leaf_count=57 88 52 62 2077 75 68 57 75 56 57 101 90
internal_value=0 0.00477204 0.00460153 0.00476212 0.00122046 0.00256869 0.00489624 0.00476968 0.00460194 0.0048306 0.00148251 0.00505331
internal_weight=0 2594 2537 2475 321 246 2423 2366 2291 2134 157 158
internal_count=2915 2594 2537 2475 321 246 2423 2366 2291 2134 157 158
is_linear=0
shrinkage=0.16829


Tree=8950
num_leaves=19
num_cat=0
split_feature=40 42 13 133 12 40 457 456 159 457 42 0 43 156 13 151 158 43
split_gain=0.132242 0.127773 0.120823 0.119117 0.106745 0.1344 0.0794565 0.0882065 0.105913 0.0798301 0.0711765 0.0677273 0.0611686 0.0855696 0.0596671 0.0500903 0.021865 0.0162482
threshold=-0.034699999999999988 -0.032499999999999994 -0.0094049999999999984 0.08517000000000001 -0.22686499999999998 1.0000000180025095e-35 -0.083824999999999983 0.03981500000000001 0.083310000000000009 0.035070000000000011 0.083725000000000008 -0.098429999999999976 -0.0037599999999999995 0.087205000000000019 -0.086659999999999987 0.025200000000000004 0.08413000000000001 -0.073079999999999992
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 17 -2 6 14 8 9 15 -9 -11 16 -14 -6 -8 -10 -3
right_child=4 2 -4 -5 5 -7 7 10 12 11 -12 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0082054697675613356 0.011185739855270351 -0.0043301277823866013 -0.006572459517669731 0.0061059059999678178 0.0048163662173208287 -0.0034988307098783736 0.0039530839440226964 0.004628865701526764 0.0072057926789854477 -0.0038729133027875593 0.013044530952603167 0.0041493500307962731 0.014453184725418827 0.005467863124752264 -0.0021618211210141683 0.0092798036429847675 0.0035980208918122637 -0.00018407659161857456
leaf_weight=53 62 55 75 85 56 64 1772 55 92 68 61 53 63 59 91 52 105 54
leaf_count=53 62 55 75 85 56 64 1772 55 92 68 61 53 63 59 91 52 105 54
internal_value=0 0.000649898 -0.000832068 0.0013779 0.00426812 0.00410189 0.0042951 0.00452972 0.00429631 0.00382816 0.00906983 -0.000344182 0.00714505 0.0101226 0.000484314 0.00410593 0.00529199 -0.0022926
internal_weight=0 322 269 194 2653 2591 2527 2380 2264 1945 116 121 319 122 147 1824 197 109
internal_count=2975 322 269 194 2653 2591 2527 2380 2264 1945 116 121 319 122 147 1824 197 109
is_linear=0
shrinkage=0.16829


Tree=8951
num_leaves=35
num_cat=0
split_feature=1 155 2 2 1 123 2 155 1 13 1 0 0 2 47 51 403 2 16 13 403 160 160 2 13 16 0 0 0 16 15 16 1 1
split_gain=5.04478 1.07355 0.545402 0.523012 0.50811 0.481247 0.390947 0.369079 0.244815 0.219003 0.202487 0.292733 0.167722 0.145748 0.141034 0.135118 0.154286 0.129068 0.124773 0.121583 0.0919655 0.0661584 0.0648928 0.104498 0.0538586 0.0441395 0.0433202 0.0398847 0.0559752 0.0484814 0.104004 0.0382912 0.0280998 0.0188891
threshold=0.10455000000000002 0.091145000000000018 0.097005000000000022 -0.080859999999999974 0.13662500000000002 0.081180000000000016 0.10615500000000001 0.083290000000000017 0.087110000000000007 -1.0000000180025095e-35 0.096035000000000023 -0.021574999999999997 -0.095554999999999987 0.087605000000000002 1.0000000180025095e-35 0.083615000000000009 -0.23413499999999995 0.086325000000000013 0.073820000000000011 -0.076179999999999984 -0.087694999999999981 0.0065900000000000012 -0.08206999999999999 0.093070000000000014 -0.081224999999999978 -0.061714999999999992 -0.073254999999999987 -0.079684999999999992 -0.072924999999999976 -0.012119999999999997 0.087985000000000022 0.31497000000000003 0.14787500000000001 0.094165000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 6 14 10 13 -8 11 21 -6 15 -2 16 -5 27 22 -7 -18 25 24 -24 -15 26 -4 29 33 30 -10 -27 -14 -29
right_child=1 -3 7 8 12 19 9 -9 17 -11 -12 -13 32 18 -16 -17 20 -19 -20 -21 -22 -23 23 -25 -26 31 -28 28 -30 -31 -32 -33 -34 -35
leaf_value=0.00047321421010449648 0.00052579873049475329 0.00084132776498099424 0.00064094534996089172 0.00067686746346800795 0.00035708650370399578 0.00035409934670108605 0.00024771350531819212 0.00086534070077295912 0.00056632495416935908 0.00048983262458311683 0.00043591883492102249 0.00045224734575166116 0.00018441986191727254 0.00074016764920419584 0.00073686688398721142 0.00068808952732537295 0.00095931553041247433 0.00055467168421965171 0.00087604791185696756 0.00014438041575549313 0.00084466678891665639 0.00076531407350341062 0.00068850814315208188 0.00082014637208029562 0.00088161339261593136 0.00055169899672080126 0.00076556845789904615 0.00076667285658385564 0.00068298904795382944 0.00078492816219256412 0.0007481518915254269 0.00067619429622659075 7.5817111050899904e-05 0.0008641215326591693
leaf_weight=65 78 57 76 54 55 61 72 73 68 96 63 76 55 68 65 66 98 55 91 61 461 81 299 89 61 69 60 58 60 52 75 52 52 53
leaf_count=65 78 57 76 54 55 61 72 73 68 96 63 76 55 68 65 66 98 55 91 61 461 81 299 89 61 69 60 58 60 52 75 52 52 53
internal_value=0 0.000408241 0.000736857 0.000765126 0.000366693 0.000425754 0.000494771 0.000645665 0.000776214 0.000386277 0.000611972 0.000638678 0.000208616 0.000799019 0.000621985 0.000832805 0.000848329 0.000706415 0.00076123 0.000249529 0.000864829 0.000680493 0.000740953 0.000718794 0.000807326 0.000653622 0.000696185 0.000729122 0.000767926 0.000694914 0.000661935 0.000605492 0.00013197 0.00081352
internal_weight=0 652 2323 1773 595 433 311 550 1708 168 477 414 162 1287 143 679 613 421 608 122 559 338 517 388 129 257 136 366 171 195 143 121 107 111
internal_count=2975 652 2323 1773 595 433 311 550 1708 168 477 414 162 1287 143 679 613 421 608 122 559 338 517 388 129 257 136 366 171 195 143 121 107 111
is_linear=0
shrinkage=0.0032998


Tree=8952
num_leaves=28
num_cat=0
split_feature=1 3 15 3 1 12 47 15 3 3 3 12 155 12 15 12 4 15 3 49 15 15 4 1212 1213 1213 3
split_gain=7.11138 1.77228 0.619647 0.653082 0.575333 0.519831 0.50156 0.457506 0.52757 0.435952 0.432609 0.336503 0.26011 0.220234 0.20859 0.181546 0.175966 0.224934 0.164922 0.13794 0.100436 0.0863181 0.0791789 0.0694441 0.0808439 0.0738318 0.065884
threshold=0.10331000000000003 -0.063264999999999988 0.039965000000000007 -0.13117499999999996 0.092395000000000019 0.088825000000000015 0.078345000000000012 -0.15300999999999995 -0.12711499999999995 0.085880000000000012 0.14813000000000001 0.083610000000000004 0.092900000000000024 0.097060000000000021 0.12241500000000001 -0.075604999999999992 -0.077044999999999988 -0.0080049999999999982 -0.08620499999999999 -0.0073549999999999996 -0.12431499999999999 -0.065419999999999992 0.50027500000000014 -0.0049949999999999986 -0.086379999999999985 -0.021204999999999998 -0.078994999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 4 -4 7 19 9 -1 -9 15 -11 -5 18 16 23 22 -10 -18 -2 -6 -12 -15 -3 26 -25 -26 -13
right_child=1 6 3 11 5 -7 -8 8 13 10 20 14 -14 21 -16 -17 17 -19 -20 -21 -22 -23 -24 24 25 -27 -28
leaf_value=0.0011745673329746228 0.00064396695689262551 0.0002575785392726496 0.0013244737376074428 0.0012092219828305183 0.00047879787991541521 0.00097014604696948718 0.00064680600772489634 0.0006148635314328064 0.0011067223376266132 0.00070918883121597325 0.00046893353541045614 0.0010965609130926376 0.00099817545466099528 0.00088025998165073194 0.00077206711463145383 0.00011364216040904643 0.00095296525759119865 0.00076329048647744624 0.00084929828103791143 0.00070478217851358438 0.00026426475420262131 0.00071823646051496007 0.00042673219843306662 0.0008546558843252136 0.0010575926707396576 0.00095898333902054076 0.00094545246034125324
leaf_weight=74 100 64 65 67 59 61 101 65 71 67 55 100 54 86 59 57 607 79 78 62 52 68 60 72 108 531 53
leaf_count=74 100 64 65 67 59 61 101 65 71 67 55 100 54 86 59 57 607 79 78 62 52 68 60 72 108 531 53
internal_value=0 0.000560761 0.000943541 0.00100251 0.000893016 0.000720851 0.000441127 0.000922824 0.000903701 0.000382511 0.000500685 0.000981335 0.00079575 0.000924271 0.000964755 0.000268713 0.000947685 0.000931174 0.000734142 0.000594883 0.000369798 0.000808946 0.000339711 0.000977872 0.000963496 0.000975705 0.00104445
internal_weight=0 688 2287 1055 1232 182 456 1050 976 355 174 990 232 911 923 181 757 686 178 121 107 154 124 864 711 639 153
internal_count=2975 688 2287 1055 1232 182 456 1050 976 355 174 990 232 911 923 181 757 686 178 121 107 154 124 864 711 639 153
is_linear=0
shrinkage=0.0032998


Tree=8953
num_leaves=35
num_cat=0
split_feature=3 4 2 4 12 3 52 2 12 14 0 4 4 12 2 4 41 123 2 52 3 0 4 403 0 403 15 15 12 12 3 15 52 50
split_gain=14.6959 4.93759 2.24471 2.18804 1.61305 1.42879 1.00907 0.974272 0.711179 0.541654 0.827702 0.43198 0.41111 0.360481 0.348808 0.319816 0.303011 0.302294 0.285811 0.227578 0.302008 0.198802 0.157806 0.155629 0.127825 0.0987491 0.0880213 0.075147 0.138832 0.0864578 0.074317 0.0528873 0.0667061 0.0456404
threshold=-0.064349999999999991 0.31392000000000003 0.13631000000000001 0.31392000000000003 -1.0000000180025095e-35 0.11391500000000002 0.042815000000000006 0.097005000000000022 0.087765000000000024 -0.41608999999999996 -0.17127999999999996 -0.082619999999999985 0.55074000000000012 0.09696500000000001 0.072175000000000017 -0.011209999999999999 1.0000000180025095e-35 1.0000000180025095e-35 0.087605000000000002 0.047345000000000005 0.084670000000000009 -0.06537999999999998 -0.014854999999999998 -0.23413499999999995 -0.065939999999999985 -0.088229999999999989 -0.066784999999999983 -0.084904999999999994 0.088795000000000013 0.087965000000000015 -0.084324999999999997 -0.065984999999999988 0.057445000000000003 0.083800000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 6 11 15 14 -9 -3 -11 -6 -12 24 21 -2 18 -17 23 20 -13 22 30 -16 -10 -25 -24 29 -29 -20 -1 -15 -33 -32
right_child=1 9 -4 -5 5 -7 -8 8 13 10 12 19 -14 31 16 17 -18 -19 27 -21 -22 -23 26 25 -26 -27 -28 28 -30 -31 33 32 -34 -35
leaf_value=0.0015055486249743691 0.00059574556991657905 0.00073476069216003609 0.00053052655829993549 0.00085658289840483647 0.0015522211001365207 0.00081815097587625168 0.0012719830765853945 0.0008762230665321772 0.0013401091170806645 0.00065206747031620286 -2.5479130286642919e-05 0.0013393438057767071 0.00037573492942703421 0.0012810077820358595 0.001323013007629555 0.0010484489064317792 0.0016966873581581712 0.00070538720952756687 0.001566303174336916 0.0014388595882037028 0.0010160015050989519 0.0011689661791943701 0.001354154684295348 0.0016307027048251142 0.0015498994084697068 0.0014957405626952827 0.0011738261989364294 0.0012786088420118152 0.0014110949562388499 0.0013863661904657992 0.0013081222710436794 0.0010696761311719252 0.0012361000663413677 0.0014224168605478835
leaf_weight=86 76 53 94 88 78 72 55 52 94 64 54 65 57 55 53 56 56 58 55 54 64 61 76 77 53 413 56 140 265 78 70 62 55 130
leaf_count=86 76 53 94 88 78 72 55 52 94 64 54 65 57 55 53 56 56 58 55 54 64 61 76 77 53 413 56 140 265 78 70 62 55 130
internal_value=0 0.000861771 0.00100418 0.0013668 0.00108115 0.00123093 0.000877416 0.00138938 0.00123616 0.00044189 0.000352991 0.00134467 0.000180232 0.00129472 0.00142453 0.000763014 0.00145639 0.000874218 0.00144391 0.00125601 0.0011792 0.00134884 0.001375 0.00149815 0.00141599 0.00151702 0.00127792 0.0013891 0.00136538 0.00146104 0.00141969 0.00119088 0.00114821 0.00138259
internal_weight=0 900 672 2075 578 333 245 1987 371 228 175 261 111 319 1616 190 1137 114 1081 183 129 479 418 543 147 490 132 538 405 133 286 172 117 200
internal_count=2975 900 672 2075 578 333 245 1987 371 228 175 261 111 319 1616 190 1137 114 1081 183 129 479 418 543 147 490 132 538 405 133 286 172 117 200
is_linear=0
shrinkage=0.0032998


Tree=8954
num_leaves=22
num_cat=0
split_feature=40 15 43 43 0 15 1213 403 2 3 13 0 403 13 2 124 40 0 1212 3 2
split_gain=0.160487 0.107823 0.091496 0.119804 0.119348 0.116642 0.0916391 0.180812 0.0836191 0.0801963 0.0905243 0.10941 0.0860671 0.0784369 0.0713495 0.0674707 0.0926999 0.0890463 0.0227449 0.0262561 0.01806
threshold=-0.034699999999999988 0.13248000000000001 0.065040000000000014 0.097510000000000027 -0.082054999999999975 0.079600000000000018 -0.066714999999999983 -0.087094999999999992 0.13881000000000002 -0.23394499999999999 0.0040450000000000009 -0.058589999999999996 -0.54643499999999989 0.08734500000000002 -1.0000000180025095e-35 -0.082024999999999987 -0.078179999999999986 -0.072849999999999984 0.087685000000000013 -0.083644999999999983 0.085865000000000011
decision_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 6 -4 5 -5 7 -2 15 -8 12 13 -11 -12 -14 17 -17 -1 19 -9 -21
right_child=1 -3 3 4 -6 -7 9 18 -10 10 11 -13 14 -15 -16 16 -18 -19 -20 20 -22
leaf_value=-0.0036535201204232872 0.016300118764976137 -0.00043421063511216645 -0.0033019162717814687 0.0040406226595339195 0.00045474788553657395 0.013923124672491386 0.010943726926322742 0.01055626803106061 -0.0035563457097394485 -0.00045593936464665048 0.00040501093294127932 -0.0041019808317357825 0.0018150666218488965 0.0073809604555635649 0.0065763438615932595 0.010167940843859505 0.0010640347333449849 0.0053036274434622747 0.0041763750367378163 0.0038367170692885323 0.0083450281006285463
leaf_weight=70 73 78 64 85 102 57 84 63 67 55 79 54 96 110 1475 67 61 57 73 52 53
leaf_count=70 73 78 64 85 102 57 84 63 67 55 79 54 96 110 1475 67 61 57 73 52 53
internal_value=0 0.00570871 0.00589548 0.00316211 0.00486495 0.00802019 0.00626605 0.00894526 0.00172187 0.00583438 0.00560378 0.00256129 0.00605737 0.00447459 0.00628654 0.00311575 0.0058434 0.000352471 0.00670998 0.0078002 0.00612945
internal_weight=0 2653 2575 308 244 142 2267 314 322 1953 1869 243 1626 189 1571 255 128 127 241 168 105
internal_count=2975 2653 2575 308 244 142 2267 314 322 1953 1869 243 1626 189 1571 255 128 127 241 168 105
is_linear=0
shrinkage=0.16829


Tree=8955
num_leaves=24
num_cat=0
split_feature=2 30 2 0 2 2 0 0 15 0 15 0 50 52 1429 15 2 50 49 42 52 52 160
split_gain=8.15554 2.88556 1.72711 1.51 1.11515 0.845657 1.14011 0.525222 0.46667 0.361891 0.338061 0.423369 0.308973 0.288751 0.317753 0.272849 0.25315 0.15887 0.116332 0.110439 0.0953999 0.0824402 0.0567729
threshold=0.12026500000000001 0.083930000000000018 0.10523 -0.13619499999999998 0.17553000000000005 -0.007134999999999999 -0.079864999999999978 -0.081864999999999979 -0.11277999999999998 -0.06984499999999999 1.0000000180025095e-35 -0.14534499999999997 0.021890000000000003 -0.43279999999999996 0.084710000000000021 0.08759500000000002 0.11280000000000003 0.099260000000000015 0.077505000000000018 0.087825000000000014 0.37486000000000003 -0.4387299999999999 -0.52374999999999983
decision_type=2 2 2 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 16 7 6 -1 -2 -9 -5 12 -12 13 -7 -15 19 -4 -14 -10 -13 -19 -11 -17
right_child=4 -3 3 9 -6 10 -8 8 18 21 11 15 17 14 -16 22 -18 20 -20 -21 -22 -23 -24
leaf_value=0.0012370227378014653 0.00046991005254345454 0.00046700120942514686 0.00041413189860532007 0.00089215153551584574 0.00019197741510671622 0.0012641089230953297 0.00062148397288241638 0.00053233273135237953 0.00078797409190673904 0.0012350202545028117 0.0014673336163567542 0.0012454184931387348 0.0013966959895198741 0.0010966734893881193 0.00085169545333371038 0.0012592355384594528 0.00073901846864406174 0.0011269700734599904 0.0010120657828525024 0.0014161652844611669 0.0012893063988928251 0.0010749313027836364 0.0011417541122890119
leaf_weight=60 103 76 53 102 72 102 73 58 52 70 69 300 54 629 65 56 53 114 54 52 68 84 533
leaf_count=60 103 76 53 102 72 102 73 58 52 70 69 300 54 629 65 56 53 114 54 52 68 84 533
internal_value=0 0.00110135 0.00112034 0.000908848 0.000557125 0.00115553 0.000899436 0.00065546 0.00077178 0.00104615 0.00117219 0.00121557 0.0011297 0.00109821 0.00107378 0.00119707 0.000576908 0.00123576 0.000902466 0.00127074 0.00118782 0.00114793 0.00115298
internal_weight=0 2613 2537 362 339 2175 133 267 164 256 2042 1010 1032 796 694 941 106 236 106 352 182 154 589
internal_count=2952 2613 2537 362 339 2175 133 267 164 256 2042 1010 1032 796 694 941 106 236 106 352 182 154 589
is_linear=0
shrinkage=0.0032998


Tree=8956
num_leaves=25
num_cat=0
split_feature=1 3 123 4 1 49 11 15 2 13 13 150 12 15 13 3 156 4 13 3 15 4 52 2
split_gain=9.0995 2.45614 0.886687 0.620028 0.479754 0.358014 0.355883 0.293941 0.281897 0.249948 0.252032 0.223653 0.198683 0.193654 0.169694 0.158136 0.222029 0.160852 0.273088 0.196771 0.136687 0.13148 0.105112 0.0604546
threshold=0.10509 -0.053364999999999996 1.0000000180025095e-35 0.049545000000000006 0.12000500000000001 -0.014774999999999998 0.079700000000000007 -0.26361999999999991 0.11504500000000002 0.032645000000000007 0.18622000000000002 1.0000000180025095e-35 0.098785000000000012 -0.043134999999999993 -0.074349999999999986 -0.07908999999999998 0.088735000000000022 -0.057674999999999997 -0.052124999999999998 0.040040000000000006 0.08759500000000002 -0.07879499999999999 0.037045000000000002 0.10362500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 6 11 -6 9 14 12 15 21 -3 -2 22 -7 16 20 19 -19 -17 -1 -11 23 -5
right_child=1 4 -4 13 5 7 -8 -9 -10 10 -12 -13 -14 -15 -16 17 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=0.0010033947409466232 0.00092786531107556531 0.00054486318854122422 0.00057698347609819341 0.00083278116741029927 -1.6300990946785139e-05 0.00029154947156555272 0.0011275213430444653 0.00044494941140837859 0.00055404763380395019 0.00062590287798298927 0.00098471948240503519 0.00029239169795702017 0.00068760948913970134 0.00063225221995931859 4.7978038097632064e-05 0.0008883735523320987 0.00076833757061266922 0.00094246821874027537 0.00072851182191714301 0.0010830545800584971 0.00091813462125072407 0.00082564686634499659 0.00091671037517753731 0.00069161745701104571
leaf_weight=674 84 103 89 78 54 73 102 78 63 62 72 62 71 78 55 181 61 131 134 86 314 93 88 66
leaf_count=674 84 103 89 78 54 73 102 78 63 62 72 62 71 78 55 181 61 131 134 86 314 93 88 66
internal_value=0 0.000457036 0.000901014 0.000913988 0.00031083 0.000222242 0.000936295 0.000284944 0.00074191 0.000925487 0.000821856 0.000450209 0.00081804 0.000776437 0.000187165 0.000940344 0.000964272 0.000893098 0.000834412 0.000951212 0.000976334 0.000745977 0.000824761 0.000768326
internal_weight=0 643 2309 2220 425 260 1910 206 218 1808 227 165 155 310 128 1581 1049 532 265 267 988 155 232 144
internal_count=2952 643 2309 2220 425 260 1910 206 218 1808 227 165 155 310 128 1581 1049 532 265 267 988 155 232 144
is_linear=0
shrinkage=0.0032998


Tree=8957
num_leaves=17
num_cat=0
split_feature=1 1213 15 41 2 4 475 2 1 159 457 48 1213 16 2 133
split_gain=0.174347 0.116135 0.117457 0.168979 0.132397 0.112073 0.10167 0.0903168 0.0902812 0.0827455 0.0791246 0.078584 0.0645559 0.0539443 0.0491417 0.0269731
threshold=0.12000500000000001 0.062550000000000008 -0.15300999999999995 0.077915000000000012 0.10457000000000001 -0.4950449999999999 -0.088544999999999985 0.10656 0.14804000000000003 0.087995000000000004 0.088850000000000026 0.087730000000000016 0.085790000000000019 -0.16318499999999997 0.097695000000000018 -0.017094999999999996
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 14 -7 10 11 -9 -8 13 -3 -2 -4 -14
right_child=8 12 3 -5 -6 6 7 9 -10 -11 -12 -13 15 -15 -16 -17
leaf_value=0.01512466263615362 -0.00030440344516318124 0.015104649261492084 0.014585838775884426 -0.0011083683935768133 0.0048909956104689518 -0.00073506134056088913 0.0065837134220615426 0.0044117432691975463 0.0072486704279107481 -0.0029148257802554256 0.0010287732047437605 -0.0038684454998306815 0.010331040685711976 0.0053649617720636176 0.0076383640074451867 0.0061053199273518721
leaf_weight=80 94 52 56 102 66 69 1551 264 77 52 77 76 92 95 63 86
leaf_count=80 94 52 56 102 66 69 1551 264 77 52 77 76 92 95 63 86
internal_value=0 0.00622316 0.00587231 0.00556837 0.0105108 0.00588864 0.00559015 0.00581558 0.0021737 0.00320042 0.00632208 0.000692311 0.00984586 0.00253577 0.0109229 0.00829949
internal_weight=0 2610 2380 2234 146 2132 2013 1944 342 316 1628 265 230 189 119 178
internal_count=2952 2610 2380 2234 146 2132 2013 1944 342 316 1628 265 230 189 119 178
is_linear=0
shrinkage=0.16829


Tree=8958
num_leaves=14
num_cat=0
split_feature=39 11 12 3 13 2 2 1212 12 3 3 2 11
split_gain=0.132246 0.135457 0.241891 0.164941 0.28747 0.156515 0.0866601 0.0823594 0.0758736 0.153427 0.0647687 0.060518 0.0581256
threshold=0.10096000000000001 0.079700000000000007 0.098785000000000012 -0.10337499999999998 -1.0000000180025095e-35 -0.080859999999999974 0.099965000000000012 0.11930500000000001 -0.098524999999999988 0.18595000000000003 -0.13827999999999999 0.14132000000000003 0.087830000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 -1 -5 -2 8 -7 11 -6 -10 -3
right_child=6 2 -4 5 10 7 -8 -9 9 -11 -12 -13 -14
leaf_value=-0.0099162911937696295 0.0048920650532480129 0.010594489558099553 0.0013979967079768452 -0.0032330496174937076 0.000498800752906457 0.011414821868161599 -0.0039519532096897866 0.011548133167782523 0.0054224655357855388 -0.0023135938566977736 0.007742009572333842 0.00018038292088450454 0.018140811666271232
leaf_weight=58 52 68 69 62 70 54 79 59 2114 78 71 65 53
leaf_count=58 52 68 69 62 70 54 79 59 2114 78 71 65 53
internal_value=0 0.00502958 0.00937865 0.00471482 4.75067e-05 0.00509599 -0.000427636 0.00531464 0.00515472 0.00500415 0.00415883 0.00526692 0.0139148
internal_weight=0 2821 190 2631 199 2432 131 2370 2311 2257 141 2179 121
internal_count=2952 2821 190 2631 199 2432 131 2370 2311 2257 141 2179 121
is_linear=0
shrinkage=0.16829


Tree=8959
num_leaves=18
num_cat=0
split_feature=4 2 12 14 4 3 40 14 49 2 4 3 12 4 3 3 2
split_gain=3.37645 1.38703 0.820238 0.307136 0.294449 0.228286 0.217604 0.214415 0.209758 0.193769 0.131507 0.251095 0.345167 0.146587 0.11701 0.0501067 0.0479943
threshold=0.31392000000000003 0.12414000000000001 -1.0000000180025095e-35 0.064610000000000015 -0.0034749999999999994 0.10402500000000002 -0.081239999999999993 -0.45687499999999998 -1.0000000180025095e-35 0.12750000000000003 -0.49269499999999994 -0.10115999999999999 0.091680000000000011 -0.076164999999999997 -0.044539999999999989 -0.0075749999999999993 0.14290000000000003
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 10 -1 -2 -3 14 -4 12 -12 -13 -9 -6 -10
right_child=7 8 3 -5 15 -7 -8 9 16 -11 11 13 -14 -15 -16 -17 -18
leaf_value=0.00055218916765590231 0.00052968125333807052 0.00024465955965009264 0.00087067561462427499 0.00093824753670548411 0.0007475589347932871 0.00057950306761015119 0.0002718053488827614 0.00049804108691941249 0.00057114191153656753 0.00018855410984410957 0.0004620138059506021 0.00079572895290239208 0.00075720249986554371 0.00073246518019992927 0.00030876342428187188 0.0005972591505643385 0.00042606724468304262
leaf_weight=72 58 54 96 92 52 92 53 57 53 96 80 641 96 1154 100 53 53
leaf_count=72 58 54 96 92 52 92 53 57 53 96 80 641 96 1154 100 53 53
internal_value=0 0.000711628 0.000730851 0.000750071 0.000542595 0.000742036 0.000433588 0.000347888 0.000413339 0.000306072 0.000749253 0.000743321 0.000623226 0.000755076 0.000377706 0.000672029 0.000498937
internal_weight=0 2641 2481 2251 230 2159 125 311 160 253 2067 1971 176 1795 157 105 106
internal_count=2952 2641 2481 2251 230 2159 125 311 160 253 2067 1971 176 1795 157 105 106
is_linear=0
shrinkage=0.0032998


Tree=8960
num_leaves=16
num_cat=0
split_feature=1 1373 151 1 12 1 155 42 160 34 159 41 1 1 1
split_gain=0.245827 0.100343 0.0823427 0.112837 0.0750258 0.0714963 0.0816143 0.0688983 0.0661929 0.0782941 0.0653045 0.0464259 0.0533957 0.0546658 0.0458522
threshold=0.13699000000000003 0.085770000000000013 0.011180000000000001 0.096255000000000021 -0.084509999999999988 0.096315000000000026 0.092900000000000024 -0.16404499999999997 -0.16220999999999997 -0.028269999999999997 0.10323000000000002 0.075585000000000013 0.094165000000000013 0.091395000000000018 0.14720000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -2 7 8 -1 -7 -10 -11 12 13 -9 -6
right_child=4 -3 3 -5 14 6 -8 11 9 10 -12 -13 -14 -15 -16
leaf_value=-0.00059639399541815455 -0.0073973974765707993 0.011170642148597979 -0.004665352326386151 0.0048582620721005854 -0.0031671443499411939 0.0073613875315883398 0.007695798262184337 0.0046882395969395285 0.0070097215709606971 -0.00061776352283139072 0.0057832823050843292 0.0083652469712806789 0.009515867837072773 0.00055844338991663223 0.0036523449762609489
leaf_weight=68 58 56 72 69 59 53 75 1684 55 341 52 101 62 97 53
leaf_count=68 58 56 72 69 59 53 75 1684 55 341 52 101 62 97 53
internal_value=0 0.00410129 0.00395556 0 -0.00248433 0.00417133 0.00251135 0.00464566 0.00173165 0.00106163 0.000224623 0.00482995 0.00463524 0.00446432 4.38945e-05
internal_weight=0 2785 2729 141 170 2588 576 2012 501 448 393 1944 1843 1781 112
internal_count=2955 2785 2729 141 170 2588 576 2012 501 448 393 1944 1843 1781 112
is_linear=0
shrinkage=0.16829


Tree=8961
num_leaves=27
num_cat=0
split_feature=1 3 2 2 2 11 2 2 2 2 16 39 1429 3 1 51 43 16 160 3 1 3 1 13 1446 3
split_gain=6.26982 1.4971 0.626689 0.49486 0.489028 0.462485 0.390598 0.435379 0.276501 0.243385 0.19911 0.170896 0.166453 0.174008 0.144326 0.102472 0.0974929 0.0938681 0.0921225 0.136935 0.116608 0.0678733 0.100138 0.0498086 0.0552966 0.0338221
threshold=0.10557500000000002 -0.063264999999999988 0.25063000000000007 0.095850000000000005 -0.0050599999999999994 0.07585500000000002 -0.007134999999999999 0.10859000000000001 0.13084500000000002 0.10656 -0.0024749999999999993 0.082765000000000019 0.084710000000000021 -0.082474999999999979 0.11649500000000002 0.085655000000000023 0.0015200000000000003 -0.061714999999999992 -0.09551999999999998 0.085090000000000013 0.096315000000000026 -0.13117499999999996 0.092845000000000025 -0.081224999999999978 0.037915000000000011 -0.082634999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 9 6 4 -1 12 -3 -8 11 14 15 16 18 -14 -2 -9 21 -18 23 20 -20 -5 25 24 -6 -23
right_child=1 2 -4 8 5 -7 7 10 -10 -11 -12 -13 13 -15 -16 -17 17 -19 19 -21 -22 22 -24 -25 -26 -27
leaf_value=0.00064883559819544636 0.00095360597744550035 0.00025555762832561756 5.6342963148840946e-05 0.00096327396625210085 0.00087643588253686526 0.0011743791179447288 0.00073492889843438302 0.00042846417842273474 0.00056483902646173951 0.00059696766605744933 0.0002820722395729824 0.00063819472784303662 0.00065108621279061016 0.00091884738898173699 0.00072316157453205545 0.00060739679344044514 0.00084642968922750395 0.00064505182110109792 0.00091908343425249443 0.00074660387546934728 0.0007622973844729641 0.00080524043406799003 0.00070855163942317812 0.0010416603275423563 0.0010207481422547335 0.000895166438537541
leaf_weight=78 59 92 52 65 79 74 68 92 53 79 68 54 57 52 64 59 53 53 1131 60 57 75 54 91 54 182
leaf_count=78 59 92 52 65 79 74 68 92 53 79 68 54 57 52 64 59 53 53 1131 60 57 75 54 91 54 182
internal_value=0 0.000506856 0.000396818 0.000877485 0.000905714 0.0009178 0.000443439 0.000503543 0.000794367 0.000741465 0.000431536 0.000816997 0.000905768 0.000779149 0.000833986 0.000498612 0.000836956 0.000746073 0.00091512 0.000903687 0.000911591 0.000862483 0.000841304 0.000978662 0.000935294 0.000869061
internal_weight=0 633 431 2322 1733 1655 379 287 589 202 219 536 1581 109 123 151 482 106 1472 1248 1188 376 311 224 133 257
internal_count=2955 633 431 2322 1733 1655 379 287 589 202 219 536 1581 109 123 151 482 106 1472 1248 1188 376 311 224 133 257
is_linear=0
shrinkage=0.0032998


Tree=8962
num_leaves=29
num_cat=0
split_feature=3 3 42 41 3 3 42 0 14 0 0 13 0 160 3 3 130 1210 13 13 3 3 0 0 0 48 42 1213
split_gain=4.18672 1.28614 0.552753 0.432195 0.349337 0.385764 0.490713 0.248797 0.149362 0.301128 0.182181 0.238865 0.289965 0.177207 0.163687 0.1424 0.134264 0.125933 0.0979219 0.0863193 0.0847347 0.068989 0.0669852 0.0644808 0.219454 0.207428 0.0155791 0.0137391
threshold=-0.063264999999999988 0.3148450000000001 0.087855000000000003 0.081185000000000021 0.11745500000000002 -0.0048549999999999991 -0.0047199999999999994 -0.067134999999999986 0.073890000000000011 -0.097224999999999992 -0.072924999999999976 0.10935500000000002 -0.0058249999999999994 -0.060659999999999992 -0.082154999999999992 -0.005644999999999999 0.087065000000000017 -1.0000000180025095e-35 -0.065824999999999981 -1.0000000180025095e-35 -0.09738999999999999 -0.24149499999999999 -0.082494999999999985 -0.037444999999999992 -0.14104999999999998 0.083305000000000004 -0.091024999999999981 -0.077324999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 8 5 6 -2 -8 9 14 16 12 13 -12 -1 18 17 27 -4 -6 -19 -14 -18 24 25 -7 -24 -11
right_child=1 -3 15 -5 19 23 7 -9 -10 10 11 -13 21 -15 -16 -17 22 20 -20 -21 -22 -23 26 -25 -26 -27 -28 -29
leaf_value=0.00048470246927055627 0.00064894245437358672 0.00010445272573877777 0.00051735352587802647 0.00049003843226579763 0.00048789461952142228 0.00085574755548650111 0.00048599703151847945 0.00016337014898624988 0.00090988760704342178 0.00083015810189106102 0.00048428043270967334 0.0004786710478982552 0.00076471708118596837 0.00069508218215885611 0.00069631076507923999 0.00022348311613958513 0.00076398660356997777 0.00064164495581750026 0.00031208894695794302 0.00031207573098332079 0.00077003530534371437 0.00092850514564246406 0.000574827818590211 0.00077517222854929263 0.00046484324672478572 0.0005881394377530492 0.00066497340630401346 0.0009142384841734027
leaf_weight=80 102 103 52 83 58 64 53 52 53 54 55 55 59 232 83 73 58 63 52 68 990 62 53 62 52 65 52 67
leaf_count=80 102 103 52 83 58 64 53 52 53 54 55 55 59 232 83 73 58 63 52 68 990 62 53 62 52 65 52 67
internal_value=0 0.000450725 0.000498043 0.000724678 0.000547701 0.000590858 0.000485583 0.000326555 0.000734321 0.000729563 0.00074194 0.000684769 0.000712465 0.000654807 0.00059267 0.000336247 0.000761711 0.000774231 0.00041506 0.000393288 0.000762387 0.000848933 0.000671326 0.000680391 0.00064773 0.000721179 0.000619807 0.000877006
internal_weight=0 856 753 2099 576 450 207 105 2016 1963 1800 463 408 287 163 177 1337 1174 104 126 1053 121 163 243 181 129 105 121
internal_count=2955 856 753 2099 576 450 207 105 2016 1963 1800 463 408 287 163 177 1337 1174 104 126 1053 121 163 243 181 129 105 121
is_linear=0
shrinkage=0.0032998


Tree=8963
num_leaves=27
num_cat=0
split_feature=12 2 13 13 4 4 14 10 2 49 52 12 12 457 159 4 48 2 159 13 0 159 42 16 16 43
split_gain=6.71561 2.14712 1.64399 0.883455 0.882846 0.841561 0.623185 0.578725 0.455994 0.319824 0.280755 0.257492 0.240293 0.239606 0.238626 0.156323 0.20658 0.145815 0.117314 0.103654 0.137332 0.0792766 0.0701958 0.0519029 0.0474136 0.0315271
threshold=0.056995000000000011 0.13631000000000001 -0.00027999999999999998 1.0000000180025095e-35 -0.054114999999999989 0.049545000000000006 0.073890000000000011 -0.089679999999999982 0.10488500000000002 -0.079769999999999994 1.0000000180025095e-35 0.093910000000000007 0.098785000000000012 0.018630000000000004 0.079875000000000015 0.27644500000000005 0.087730000000000016 0.10406500000000002 -0.089154999999999998 -0.046389999999999994 -0.072924999999999976 0.088800000000000004 0.092110000000000011 -0.077879999999999991 -0.15693499999999996 -0.079244999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 4 -4 6 9 -1 -5 -2 14 18 22 17 15 16 -9 -6 25 20 -13 -20 24 -21 -7 -11
right_child=1 -3 3 8 13 12 -8 10 -10 11 -12 19 -14 -15 -16 -17 -18 -19 21 23 -22 -23 -24 -25 -26 -27
leaf_value=5.4194312939776938e-06 0.00064036080784330275 0.00025567323947801721 0.0010012469319798422 0.00058804845947422232 0.00078079280886104627 0.00084247196335884866 0.0011750869160457667 0.00059461079112112323 0.00015396334226091979 0.001058596988413748 0.00052875025014112269 0.00083706205992731665 0.00054870969022908687 0.00040748608179772336 0.0001709795653445347 0.00025529415229798996 0.00031126188985415869 0.00055222164137897346 0.0008964475261259646 0.00091767179679223061 0.00066324011429959794 0.00079250720489020497 0.00065928951597715474 0.00081642424027701611 0.00071016392118741095 0.0009367036960576823
leaf_weight=53 69 69 89 54 68 88 73 60 52 60 96 101 96 52 82 64 54 58 969 90 104 94 67 189 52 52
leaf_count=53 69 69 89 54 68 88 73 60 52 60 96 101 96 52 82 64 54 58 969 90 104 94 67 189 52 52
internal_value=0 0.00082918 0.000472458 0.000630992 0.000732317 0.000847971 0.000875112 0.000327793 0.000375433 0.000862419 0.000375688 0.000871633 0.000686536 0.000597655 0.000319037 0.000387045 0.000460702 0.000675857 0.000898284 0.000806861 0.000749051 0.000887289 0.000750285 0.000849211 0.000793581 0.00100232
internal_weight=0 2173 782 373 267 2104 1801 409 106 1728 356 1659 303 178 260 178 114 126 1175 484 205 1063 207 279 140 112
internal_count=2955 2173 782 373 267 2104 1801 409 106 1728 356 1659 303 178 260 178 114 126 1175 484 205 1063 207 279 140 112
is_linear=0
shrinkage=0.0032998


Tree=8964
num_leaves=23
num_cat=0
split_feature=1 1 12 12 12 0 4 52 52 13 1 52 157 1 43 49 4 0 1 1 12 158
split_gain=7.33029 1.38332 0.938293 0.430795 0.469049 0.43734 0.370572 0.306702 0.462614 0.272034 0.198098 0.212438 0.168881 0.157618 0.163381 0.149744 0.123984 0.106932 0.095999 0.0487207 0.0473858 0.0441699
threshold=0.10442000000000001 0.13276500000000002 0.085075000000000026 0.11755500000000001 0.056995000000000011 -0.14680499999999999 0.053330000000000009 0.08321000000000002 -0.092084999999999986 -0.052719999999999996 0.094715000000000008 -0.047784999999999987 -0.088999999999999982 0.10932500000000002 -0.078734999999999986 -0.079769999999999994 0.032770000000000001 -0.083414999999999975 0.118385 0.14516000000000004 0.089210000000000025 0.078875000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 7 -6 -4 8 -1 19 11 -10 20 -2 -15 -14 17 -17 -16 -3 -7 -18
right_child=1 9 6 -5 5 12 -8 -9 10 -11 -12 -13 15 14 18 16 21 -19 -20 -21 -22 -23
leaf_value=0.00082340446988437167 0.00049739173165109379 0.00012396062660251361 0.00081877729425776564 0.00053975938831115136 0.001077666057344192 0.0010039148551572244 0.00051710259095371562 0.00088415567916623873 0.00044467293096794262 0.00029993073306847025 0.0003698048219597179 0.0007109045896777637 0.00065152602952550187 0.00015770206286150801 0.00029682748092713909 0.00084225698322136716 0.00067671345219883123 0.00078353032771682357 0.00047347933247564701 -9.6279826929507329e-06 0.00085578217584053986 0.00079555927422509136
leaf_weight=93 74 68 95 79 65 53 85 65 55 99 55 84 81 52 77 638 119 796 62 52 53 55
leaf_count=93 74 68 95 79 65 53 85 65 55 99 55 84 81 52 77 638 119 796 62 52 53 55
internal_value=0 0.000386731 0.000492433 0.00078061 0.000789196 0.000810197 0.000676516 0.000678125 0.00063134 0.000171789 0.000539086 0.000605815 0.000800492 0.000367263 0.000316662 0.000792332 0.000799403 0.000809683 0.000375875 6.57787e-05 0.000930181 0.000714482
internal_weight=0 664 445 2291 2212 1860 180 352 287 219 194 139 1795 265 191 1689 1608 1434 139 120 106 174
internal_count=2955 664 445 2291 2212 1860 180 352 287 219 194 139 1795 265 191 1689 1608 1434 139 120 106 174
is_linear=0
shrinkage=0.0032998


Tree=8965
num_leaves=22
num_cat=0
split_feature=1 9 457 14 3 43 150 49 43 1 1 0 42 42 133 133 1447 1447 0 1 3
split_gain=0.33132 0.166453 0.1166 0.0797504 0.191914 0.0788985 0.0784997 0.0681369 0.0611066 0.0526714 0.0631194 0.0514375 0.0496902 0.049544 0.0482211 0.0742555 0.0455074 0.0678888 0.0439947 0.0387922 0.0387584
threshold=0.092395000000000019 -1.0000000180025095e-35 0.08351500000000002 0.064610000000000015 -0.12077499999999998 -0.074359999999999996 0.083435000000000023 0.085655000000000023 -0.22971499999999997 0.091000000000000011 0.089745000000000019 -0.105195 0.084360000000000004 0.090115000000000015 0.11524500000000001 0.15242000000000003 -0.085804999999999979 -0.064864999999999992 -0.072374999999999981 0.10651500000000001 -0.076189999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 -1 8 7 11 -3 10 14 -7 -13 -10 16 -16 -6 -18 -17 -4 -15
right_child=1 2 19 -5 9 6 -8 -9 13 -11 -12 12 -14 20 15 18 17 -19 -20 -21 -22
leaf_value=-0.00071492945809946429 -0.0035992948427764622 0.0070865655098781687 -0.004709762542823492 0.012030865525843286 0.0032893516391019634 0.01094746313069256 -0.00050890904753776581 0.0016877920904698627 -0.0024405441327324711 0.012348832939905524 0.0018812012593432262 0.0079864384284860195 0.0036974770869203245 0.0062590614455175445 -0.00057613548176305976 0.0047305702716155511 0.012815352338083652 0.0073968414397477724 0.01005359377004551 0.0017151554203388001 -3.2019568247081699e-05
leaf_weight=95 95 53 52 82 72 84 52 76 84 52 70 189 132 53 54 144 70 1301 65 54 57
leaf_count=95 95 53 52 82 72 84 52 76 84 52 70 189 132 53 54 144 70 1301 65 54 57
internal_value=0 0.00308559 0.00380439 0.00686394 0.00664268 0.00451664 0.00567072 0.00634252 0.00201899 0.00702603 0.00686917 0.00721157 0.00622835 0.00062529 0.00707278 0.00495656 0.00745724 0.00767481 0.00639465 -0.00141974 0.00298281
internal_weight=0 981 886 2005 1923 780 533 481 247 1828 1776 405 321 194 1706 263 1443 1371 209 106 110
internal_count=2986 981 886 2005 1923 780 533 481 247 1828 1776 405 321 194 1706 263 1443 1371 209 106 110
is_linear=0
shrinkage=0.16829


Tree=8966
num_leaves=26
num_cat=0
split_feature=9 15 0 0 52 15 4 0 9 0 133 15 0 0 49 15 4 52 402 0 151 52 52 0 52
split_gain=0.221075 0.138035 0.125716 0.105673 0.158593 0.114538 0.0969777 0.0842301 0.0947048 0.0771796 0.0712284 0.0587589 0.179304 0.101238 0.0580749 0.102812 0.0496162 0.0559338 0.0457418 0.121429 0.0420607 0.0391886 0.0690052 0.0313313 0.030321
threshold=-1.0000000180025095e-35 0.021950000000000001 -0.14534499999999997 -0.12851999999999997 0.081010000000000013 -0.043134999999999993 -0.047714999999999987 -0.076914999999999997 0.084755000000000011 0.12441000000000001 0.09011000000000001 -0.069814999999999988 0.044695000000000006 -0.047019999999999999 0.0065400000000000015 -0.094839999999999994 0.26546000000000003 -0.48192999999999991 0.089020000000000002 -0.081994999999999985 -0.081844999999999987 0.28122000000000008 0.10523 -0.088444999999999982 -0.040589999999999994
decision_type=2 2 2 2 2 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 18 8 16 10 11 13 -13 -9 15 -2 17 -5 21 -20 -19 22 23 -4 -12
right_child=1 2 6 7 -6 -7 -8 9 -10 -11 24 12 -14 -15 -16 -17 -18 20 19 -21 -22 -23 -24 -25 -26
leaf_value=-0.0031309579301679541 -0.0058636283106751228 0.01301549128933765 0.0017800399057015847 0.00062297960287730273 0.0096696824016538497 -0.0070264389531516491 0.0006003555308457981 0.0057891977582873724 0.012589554611450775 0.0078739589872869296 0.0032784254538409667 -0.0051315415752515867 0.0050632970454892639 -0.0018888767151036322 0.0047547180116502162 0.003750320555578696 0.00050248883113000807 0.0083559723898273975 0.0049465617726154164 0.0140054776252073 0.0052633676020269662 0.0023592995300200847 0.010334768550521522 0.0059657240264656616 0.0090200319267362983
leaf_weight=99 61 76 57 58 53 58 90 148 54 84 52 113 86 72 87 65 58 175 97 75 461 83 102 567 55
leaf_count=99 61 76 57 58 53 58 90 148 54 84 52 113 86 72 87 65 58 175 97 75 461 83 102 567 55
internal_value=0 0.00494599 0.00638187 0.00399844 0.0012491 -0.000391096 0.00590946 0.00462625 0.00575807 0.00312782 0.00236646 0.00137132 -0.000716704 0.00326821 0.00140728 -0.000889793 0.00526513 0.00566057 0.00639471 0.00890712 0.00611715 0.00585833 0.00625588 0.00558626 0.00624651
internal_weight=0 2887 1147 1740 324 271 1071 1416 806 610 526 419 199 220 213 126 752 694 981 172 636 809 726 624 107
internal_count=2986 2887 1147 1740 324 271 1071 1416 806 610 526 419 199 220 213 126 752 694 981 172 636 809 726 624 107
is_linear=0
shrinkage=0.16829


Tree=8967
num_leaves=18
num_cat=0
split_feature=3 40 40 3 10 14 3 13 3 3 13 3 3 130 48 3 3
split_gain=5.96197 2.84652 0.944171 0.773138 0.409486 0.399578 0.754821 0.717602 0.338814 0.321742 0.231153 0.230469 0.164792 0.118233 0.0936957 0.21178 0.0460546
threshold=0.28833000000000003 -0.027374999999999997 1.0000000180025095e-35 0.10402500000000002 -1.0000000180025095e-35 0.073890000000000011 -0.10859999999999999 0.064420000000000019 -0.14954999999999999 -0.07908999999999998 -0.47365999999999991 -0.0063699999999999989 -0.18945499999999996 0.088805000000000009 0.089775000000000008 -0.0024599999999999995 0.11878500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 6 7 8 -3 13 -2 -11 -9 -8 15 -6 -5
right_child=10 2 -4 16 14 -7 9 12 -10 11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.00040661918068683826 0.00030315698855508247 0.00076884632967011304 0.00055564408994697261 0.0007869605261091523 0.00081290627843020919 0.0011971111047104663 0.0010270645820456969 0.00085471393123637816 0.00041235960667768411 0.00090075098113695496 1.4049359528840226e-05 0.0010518538604958139 0.0010641712909123498 0.00091935475000148501 0.00055797717070818541 0.0005566758384643049 0.00065470073637918075
leaf_weight=85 61 63 67 52 100 81 1107 110 55 617 60 138 69 131 54 56 80
leaf_count=85 61 63 67 52 100 81 1107 110 55 617 60 138 69 131 54 56 80
internal_value=0 0.000908222 0.000943486 0.000953853 0.000600893 0.000967578 0.000959443 0.0008036 0.000602986 0.00098265 0.000160089 0.000928416 0.000935651 0.0010157 0.00067936 0.000721152 0.00070707
internal_weight=0 2865 2570 2503 295 2371 2290 297 118 1993 121 755 179 1238 210 156 132
internal_count=2986 2865 2570 2503 295 2371 2290 297 118 1993 121 755 179 1238 210 156 132
is_linear=0
shrinkage=0.0032998


Tree=8968
num_leaves=31
num_cat=0
split_feature=2 1 8 2 4 1 1 49 48 3 12 3 15 3 3 1 15 12 40 4 51 1210 4 2 12 40 4 2 4 3
split_gain=0.203526 0.137826 0.113854 0.154325 0.127436 0.100282 0.157838 0.0830719 0.0739192 0.0668196 0.0665926 0.0756812 0.0849498 0.278905 0.166931 0.0704383 0.0718474 0.0530531 0.0452215 0.0393798 0.0485596 0.0389973 0.0682357 0.0536137 0.0306535 0.043131 0.0209534 0.0377205 0.0289459 0.0246737
threshold=0.25063000000000007 0.092395000000000019 0.08573500000000002 -0.0098549999999999974 -0.076164999999999997 0.11277000000000001 0.10749500000000002 0.091005000000000016 0.082425000000000012 -0.10337499999999998 0.096535000000000024 -0.07798999999999999 0.039965000000000007 -0.115685 -0.10175499999999998 0.081720000000000015 -0.031624999999999993 -0.075604999999999992 -0.079759999999999984 0.0067750000000000006 -0.085594999999999991 -0.00092999999999999995 -0.081579999999999986 0.090295000000000014 0.088465000000000002 -0.0057599999999999986 -0.0005399999999999999 0.11203000000000002 -0.087104999999999988 -0.073159999999999989
decision_type=2 2 2 2 2 2 2 2 2 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 18 9 6 8 17 -6 -5 11 12 13 -1 -14 24 -17 -7 -3 20 -15 22 -16 -23 25 -13 28 -28 -12 -30
right_child=-2 2 -4 4 5 7 -8 -9 -10 -11 26 15 14 19 21 16 -18 -19 -20 -21 -22 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0059931108865573868 -0.0052257671631175135 0 0.010621070850386176 0.0036698199983510858 0.0039778382962635849 0.010066595318650517 -0.0072355427632405534 -0.0016304183938943607 -0.0027199278175150635 0.01077462961937971 0.00085636049205069047 0.0086676500052635264 0.014273747997296349 0.0097581296799242045 0.0043992089232808675 0.00022416028160875842 0.0081198640481944771 0.0043191194042889649 -0.0070102666593538287 0.0020841517388459031 0.0050706910528151372 0.0056674209205720381 0.012111619820917947 5.407378416898945e-05 0.0077938195434238454 0.015133867888879892 -0.001027314827594487 0.0048840110985986186 0.0035433333100565413 0.0076829905649067635
leaf_weight=71 59 52 53 67 170 60 65 53 64 88 52 62 73 77 65 53 87 199 52 95 364 430 67 55 102 59 68 55 92 77
leaf_count=71 59 52 53 67 170 60 65 53 64 88 52 62 73 77 65 53 87 199 52 95 364 430 67 55 102 59 68 55 92 77
internal_value=0 0.0047434 0.00303747 0.00257342 0.00340049 0.00230301 9.44938e-05 0.00441374 0.00213829 0.00771511 0.00552822 0.00597127 0.00536603 0.00390673 0.00664719 0.00812881 0.00514361 0.00565752 -0.00350102 0.00522145 0.00589321 0.00574195 0.00832745 0.00503456 0.00999487 0.0118354 0.00338507 0.00160135 0.00436969 0.00544008
internal_weight=0 2927 923 870 766 611 299 312 234 155 2004 1660 1297 607 690 363 140 259 104 536 441 617 132 485 223 121 344 123 221 169
internal_count=2986 2927 923 870 766 611 299 312 234 155 2004 1660 1297 607 690 363 140 259 104 536 441 617 132 485 223 121 344 123 221 169
is_linear=0
shrinkage=0.16829


Tree=8969
num_leaves=22
num_cat=0
split_feature=2 1 403 1 0 49 49 16 124 3 0 4 0 0 1 150 3 156 4 133 133
split_gain=0.140925 0.0956952 0.0927243 0.0717713 0.0926562 0.0628442 0.108329 0.0619768 0.0545644 0.0891357 0.0493693 0.120481 0.110284 0.0489436 0.151792 0.0602852 0.133276 0.0849399 0.0641249 0.0393214 0.0512338
threshold=0.25063000000000007 0.089745000000000019 -0.083219999999999975 0.12963000000000002 -0.15127999999999997 -0.014989999999999998 -0.083809999999999982 -0.33811499999999994 -0.0031349999999999993 0.12955000000000003 -0.076589999999999978 -0.068809999999999996 0.024295000000000001 -0.14920999999999998 0.083065000000000014 0.083205000000000015 -0.12077499999999998 0.086995000000000017 -0.10023999999999998 -0.47958499999999993 -0.16268499999999997
decision_type=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 7 6 -6 -4 -5 -10 11 -7 -12 14 -1 16 -15 -17 -18 -20 -21
right_child=-2 2 3 8 5 10 -8 -9 9 -11 12 -13 -14 15 -16 17 18 -19 19 20 -22
leaf_value=0.014252842476681305 -0.0043463239114529574 0.0083345421913169418 0.00068470989353539989 0.0094676123970556907 0.0037034666197704549 -0.0021042238188278312 -0.0052815780571260837 -0.0066085655997608966 -0.0016240506325590309 0.0070736794108473607 -0.0008553760427871121 0.0069461636849641514 0.0064625815188504949 -0.0019299573974675269 0.001582913521785325 0.012020064648019888 0.0091806093115800007 0.0034227900241294313 0.0083658507226758074 -6.5919830359013987e-05 0.004351016466525616
leaf_weight=56 59 76 74 58 78 53 74 59 59 76 172 190 88 95 52 69 81 63 65 78 1311
leaf_count=56 59 76 74 58 78 53 74 59 59 76 172 190 88 95 52 69 81 63 65 78 1311
internal_value=0 0.00394682 0.00266296 0.00222174 0.00150613 0.00232987 -0.000659012 -0.00253714 0.00513421 0.00325914 0.00323665 0.00496482 0.00161456 0.00467154 0.00816914 0.00445614 0.00417368 0.00793043 0.0045526 0.00429355 0.00410169
internal_weight=0 2927 1057 981 788 655 152 133 193 135 503 243 260 1870 108 1762 1630 132 1535 1454 1389
internal_count=2986 2927 1057 981 788 655 152 133 193 135 503 243 260 1870 108 1762 1630 132 1535 1454 1389
is_linear=0
shrinkage=0.16829


Tree=8970
num_leaves=25
num_cat=0
split_feature=1 2 12 39 2 1 4 1 2 4 4 12 13 13 12 4 480 484 484 13 1446 13 12 2
split_gain=7.53597 1.4042 1.12411 0.715643 0.449082 0.262342 0.267593 0.260278 0.237204 0.191916 0.152418 0.155946 0.149525 0.117719 0.101266 0.0901097 0.0862014 0.126515 0.183959 0.0734154 0.0503839 0.0446424 0.0280228 0.00631028
threshold=0.10398500000000001 0.11504500000000002 0.085075000000000026 0.0039300000000000003 0.10859000000000001 0.13601500000000002 0.028075000000000006 0.088035000000000016 -1.0000000180025095e-35 0.064860000000000015 0.053925000000000008 0.092605000000000007 -0.13871999999999998 -1.0000000180025095e-35 0.092995000000000008 0.42405000000000009 0.08598500000000002 0.12609500000000004 0.085405000000000023 -0.039559999999999991 0.083705000000000016 -0.084354999999999986 0.11498000000000001 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=3 2 8 4 10 6 -3 -5 -2 19 12 21 -1 -8 -6 -7 17 18 -14 -4 -18 -12 23 -16
right_child=1 5 9 7 14 15 13 -9 -10 -11 11 -13 16 -15 22 -17 20 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00094794230927674615 0.00021483444773259545 0.00046850086509496664 0.00087141239984577965 0.00065580350028384283 0.00049725659293226834 0.00016271815892230677 8.8732885966173516e-05 0.00034752638061882733 0.00044146770303225358 0.00054441278182301115 0.0006916025231807995 0.00053669580345947821 0.00078740908335899449 0.00028609501184455023 0.00066751795181845734 -2.1753146355829857e-05 0.00080078277682611384 0.00092494867887294645 0.00066260770815269334 0.00069184471318422397 0.00093901813084648221 0.00082752701870204067 0.00059903294370511817 0.00073192645109660325
leaf_weight=69 100 52 53 63 52 55 66 58 103 59 61 52 1389 67 60 60 61 67 146 53 67 56 52 54
leaf_count=69 100 52 53 63 52 55 66 58 103 59 61 52 1389 67 60 60 61 67 146 53 67 56 52 54
internal_value=0 0.000358092 0.000494751 0.000756211 0.000769916 0.000190339 0.000267336 0.000508325 0.000329999 0.000697233 0.000785728 0.000689396 0.000794758 0.000188421 0.000627009 6.61659e-05 0.000788628 0.000781831 0.000775562 0.000781961 0.000873416 0.000756962 0.000667441 0.000698336
internal_weight=0 668 368 2307 2186 300 185 121 203 165 1968 169 1799 133 218 115 1730 1602 1535 106 128 117 166 114
internal_count=2975 668 368 2307 2186 300 185 121 203 165 1968 169 1799 133 218 115 1730 1602 1535 106 128 117 166 114
is_linear=0
shrinkage=0.0032998


Tree=8971
num_leaves=20
num_cat=0
split_feature=2 12 52 42 2 147 0 484 2 9 480 12 13 12 3 402 12 13 12
split_gain=6.0915 2.62628 1.07879 0.6692 0.559964 0.459464 0.435453 0.211307 0.225997 0.199478 0.190727 0.162477 0.157693 0.154063 0.172362 0.165472 0.136061 0.0741442 0.0728279
threshold=0.11366500000000002 -1.0000000180025095e-35 -0.41694999999999993 -0.0047199999999999994 0.16730000000000003 0.089955000000000021 -0.084114999999999981 0.26124500000000006 0.10179000000000001 -1.0000000180025095e-35 -0.073629999999999987 0.093910000000000007 -0.053999999999999999 0.09253500000000002 0.086845000000000019 0.085200000000000012 0.085465000000000013 -0.013819999999999997 0.096425000000000025
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 6 7 12 8 10 -5 -3 -8 -4 14 -12 -15 -10 -11 -18
right_child=2 5 4 9 -6 -7 11 -9 16 17 13 -13 -14 15 -16 -17 18 -19 -20
leaf_value=0.00075496052238282769 0.00080622084171514264 0.0010356102847267883 0.00016719892636443725 0.00024609419972257271 7.5745903812503992e-05 0.00054928126061516496 0.00039889108550042712 0.0010518232401697612 0.00060182072076926554 0.00054028418769369862 0.00087290979670906488 0.00059429686084255654 0.00037735199556219366 0.00081599080463125675 0.00072666390022107813 0.00063536096330623129 0.00085894154711655844 0.0003708799587851651 0.00071876991656456184
leaf_weight=73 60 59 88 73 76 61 95 52 61 67 1198 94 71 459 98 65 83 52 90
leaf_count=73 60 59 88 73 76 61 95 52 61 67 1198 94 71 459 98 65 83 52 90
internal_value=0 0.000796392 0.000391674 0.000485538 0.000332928 0.000833382 0.000388994 0.000841371 0.000836175 0.000382917 0.000848344 0.000496263 0.000261262 0.000842254 0.000861878 0.000793652 0.000738303 0.000466555 0.000786224
internal_weight=0 2491 484 265 424 2226 348 2165 2113 192 1879 189 159 1820 1296 524 234 119 173
internal_count=2975 2491 484 265 424 2226 348 2165 2113 192 1879 189 159 1820 1296 524 234 119 173
is_linear=0
shrinkage=0.0032998


Tree=8972
num_leaves=17
num_cat=0
split_feature=2 52 1456 43 393 147 52 12 13 2 12 1212 49 39 52 39
split_gain=0.455051 0.147147 0.118511 0.116475 0.109017 0.0867349 0.0866474 0.0774171 0.130708 0.100488 0.0720493 0.0883876 0.0501374 0.0640524 0.0535731 0.03015
threshold=0.11366500000000002 -0.41694999999999993 -0.23007499999999997 0.090280000000000013 0.10644000000000002 0.089955000000000021 -0.082174999999999984 -1.0000000180025095e-35 -0.0097099999999999981 -0.0050599999999999994 0.11755500000000001 0.043065000000000006 -0.013329999999999998 0.092205000000000023 0.056265000000000009 0.088850000000000026
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 7 -3 8 15 -9 11 -11 -8 14 -14 -4
right_child=1 3 4 -5 -6 -7 12 9 -10 10 -12 -13 13 -15 -16 -17
leaf_value=0.012324768051367002 0.0070755625470196089 -0.0064675439213097282 0.0077178105625690281 -0.009289471066466189 -0.0027218304940327185 -0.00099775147492543303 0.0042696552332006556 0.011954613871685765 -0.0023535065194696331 0.0058443644921850361 -0.00094507746380453352 0.0026135909234846974 -0.0020110453655638023 -0.0057762446072323892 0.0037816454252991368 0.0029199807930962453
leaf_weight=60 60 63 79 52 54 68 72 65 102 1655 52 283 95 56 86 73
leaf_count=60 60 63 79 52 54 68 72 65 102 1655 52 283 95 56 86 73
internal_value=0 -0.000718712 0.0049174 -0.00182591 0.00473384 0.00490397 -0.000777789 0.00507855 0.00229452 0.00542179 0.0052075 0.00537351 0.000376444 -0.000798724 0.000731357 0.00542541
internal_weight=0 484 2491 424 2431 2377 372 2309 254 2055 1990 1938 309 237 181 152
internal_count=2975 484 2491 424 2431 2377 372 2309 254 2055 1990 1938 309 237 181 152
is_linear=0
shrinkage=0.16829


Tree=8973
num_leaves=26
num_cat=0
split_feature=1 2 2 0 39 2 3 156 3 1 1 14 42 16 16 3 1 2 3 15 3 16 0 15 16
split_gain=6.15524 1.40421 1.03106 0.929779 0.806881 0.571376 0.305163 0.29377 0.28459 0.220672 0.18886 0.170019 0.158845 0.134403 0.105247 0.306264 0.368135 0.215828 0.172618 0.171481 0.105204 0.0972883 0.089518 0.0873348 0.0547753
threshold=0.10398500000000001 0.11504500000000002 -1.0000000180025095e-35 -0.10462499999999998 0.0039300000000000003 0.10803500000000001 -0.059315 0.083785000000000012 -0.015169999999999998 0.088035000000000016 0.13752500000000004 0.064610000000000015 0.09087000000000002 -0.5038649999999999 0.10134000000000001 -0.096099999999999977 0.080320000000000016 0.088495000000000004 -0.11017499999999998 -0.0073449999999999991 -0.084854999999999986 0.0011450000000000004 -0.094139999999999988 -0.060199999999999997 0.31497000000000003
decision_type=2 2 2 2 2 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 5 11 24 10 -2 -6 13 14 -5 -3 15 16 18 22 -1 23 -21 -19 -17 -16 -7
right_child=1 7 3 12 9 6 -8 -9 -10 -11 -12 -13 -14 -15 19 17 -18 21 -20 20 -22 -23 -24 -25 -26
leaf_value=0.00091275488866054174 0.000536978678677803 0.00019632730414518659 0.00044978230409602773 0.00096612243166844256 0.00068908321901678881 0.00067464771942375864 0.00045118400731243238 0.00051471582752877739 0.00022321080341784186 0.00040472750846103729 0.00012287755500965097 0.00099112518220724694 0.00074287726329627158 0.0003947143885490084 0.00091911107992751189 0.00095820852185076984 0.00046938821106009524 0.00077180273014565968 0.00065913645854608343 0.0011154573710892 0.00090650670268052679 0.00090888084115369058 0.00086374285786118153 0.00074039466950132039 0.00079872264419224845
leaf_weight=68 55 65 87 92 63 80 53 52 75 58 93 90 59 90 59 135 53 424 54 52 60 69 832 68 89
leaf_count=68 55 65 87 92 63 80 53 52 75 58 93 90 59 90 59 135 53 424 54 52 60 69 832 68 89
internal_value=0 0.000456406 0.000593097 0.00072233 0.000816246 0.000830797 0.000671357 0.000288614 0.00035623 0.000553072 0.000241063 0.000848801 0.000879128 0.000311747 0.000841947 0.000832232 0.000700621 0.000847983 0.000800786 0.000908261 0.00100383 0.00079106 0.000876967 0.000823698 0.000740197
internal_weight=0 668 368 238 2307 2186 222 300 130 121 248 1964 151 155 1874 1635 175 1460 122 239 112 493 967 127 169
internal_count=2975 668 368 238 2307 2186 222 300 130 121 248 1964 151 155 1874 1635 175 1460 122 239 112 493 967 127 169
is_linear=0
shrinkage=0.0032998


Tree=8974
num_leaves=23
num_cat=0
split_feature=2 52 159 482 2 0 1 12 1 16 402 43 0 43 393 0 43 403 0 42 2 16
split_gain=0.350888 0.173968 0.11579 0.0950933 0.112668 0.0924788 0.13057 0.112799 0.0913504 0.120203 0.0863686 0.122857 0.080963 0.112954 0.0796381 0.0920762 0.0771729 0.0627715 0.0544844 0.0426576 0.0268893 0.0205186
threshold=0.10859000000000001 -0.41694999999999993 -0.034019999999999988 0.095415000000000014 -0.085784999999999986 -0.0033699999999999993 0.092845000000000025 1.0000000180025095e-35 0.13148500000000005 -0.042884999999999993 0.08406000000000001 -0.040494999999999996 -0.074679999999999983 -0.025879999999999997 0.10426000000000001 0.12390500000000002 -0.0011349999999999999 -0.06835999999999999 -0.029849999999999998 0.088305000000000008 0.11741500000000001 -0.5038649999999999
decision_type=2 2 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 -4 6 20 8 9 21 14 -12 13 19 15 18 17 -13 -6 -1 -3 -8
right_child=1 5 3 -5 10 -7 7 -9 -10 -11 11 16 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0015328027434166871 0.0069417158348157315 0.0022627553002561177 -0.001562680972903741 0.011453062313567939 0.0051165369906227042 -0.0070254269897931211 -0.0019721785342462833 -0.0085181867256015151 0.0036040560204007453 -0.0095530667054500445 -0.0052816868238106593 0.010292101867950237 0.012943676169958633 0.011896818588367247 -0.0015258737237666593 0.012067713753372355 -0.0018670504417331456 0.002826565050726901 0.0011574512177213413 0.0066888743612490611 0.0071451177149915958 0.0026021767720707453
leaf_weight=92 94 78 93 52 1431 62 57 60 99 52 58 52 68 75 53 52 53 85 107 92 56 54
leaf_count=92 94 78 93 52 1431 62 57 60 99 52 58 52 68 75 53 52 53 85 107 92 56 54
internal_value=0 0.000278792 0.00480341 0.00432929 0.00414168 -0.000926842 -9.37086e-05 -0.00193461 -0.000420069 -0.00287519 0.00442317 0.00148532 0.00774989 0.00637934 0.00486553 0.0050797 0.00356049 0.00567331 0.00484227 0.0041206 0.00431655 0.000236998
internal_weight=0 612 2363 2036 1984 518 456 322 262 163 1891 248 327 259 1643 1590 190 137 1538 184 134 111
internal_count=2975 612 2363 2036 1984 518 456 322 262 163 1891 248 327 259 1643 1590 190 137 1538 184 134 111
is_linear=0
shrinkage=0.16829


Tree=8975
num_leaves=24
num_cat=0
split_feature=4 39 13 14 42 13 4 42 13 15 4 150 4 4 1213 13 15 155 1209 4 4 42 13
split_gain=5.27359 1.57837 0.925536 0.422027 0.359062 0.499818 0.3156 0.31296 0.255277 0.349266 0.235945 0.235102 0.139323 0.158122 0.106036 0.0700514 0.0923651 0.0699689 0.060632 0.0786978 0.060005 0.0509839 0.0218052
threshold=0.31392000000000003 0.0047850000000000011 -0.16392499999999996 -0.41608999999999996 -0.0047199999999999994 -0.040229999999999995 -0.078249999999999986 0.11573500000000002 -0.023739999999999997 -0.11739999999999999 -0.054799999999999995 0.081245000000000026 -0.16523499999999997 -0.40515499999999993 -0.039779999999999989 -0.15747499999999998 -0.43091499999999999 0.11790000000000002 -0.077039999999999983 -0.080874999999999989 -0.082199999999999981 0.083925000000000013 -0.071104999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -3 -6 12 8 14 -10 -11 15 13 17 -8 -5 -17 -4 -14 20 -20 -16 -21
right_child=3 4 6 11 5 -7 7 -9 9 10 -12 -13 18 -15 21 16 -18 -19 19 22 -22 -23 -24
leaf_value=0.00046344323507399923 0.00053216322512227227 0.0007302386661686577 0.00088288561339135542 0.00027984667882337771 0.00061910164222256283 0.0002586770741221925 0.00070256110756972622 0.00058519728505731236 0.00093332034573157029 0.00088640311319969638 0.00064730746008125387 0.00040687723813963251 0.00076973577464283318 0.00061556530852591401 0.00089041034598983499 0.00023846896189250869 5.226914419776359e-05 0.00073202745395356029 0.00088270958196041396 0.0010230115757114441 0.00078116109928165825 0.00081572910700252084 0.00091509394933752294
leaf_weight=93 76 55 98 57 77 93 85 95 71 53 336 74 61 53 132 54 64 57 419 52 83 660 53
leaf_count=93 76 55 98 57 77 93 85 95 71 53 336 74 61 53 132 54 64 57 419 52 83 660 53
internal_value=0 0.000762303 0.000787093 0.000316517 0.000497606 0.000422135 0.00080012 0.000769678 0.00078276 0.000719154 0.000679974 0.000250556 0.000849843 0.000773768 0.000816082 0.000184253 0.000137778 0.000827636 0.000873478 0.000883845 0.00086599 0.00082822 0.000968874
internal_weight=0 2626 2401 325 225 170 2308 1432 1337 460 389 249 876 208 877 175 118 155 668 607 502 792 105
internal_count=2951 2626 2401 325 225 170 2308 1432 1337 460 389 249 876 208 877 175 118 155 668 607 502 792 105
is_linear=0
shrinkage=0.0032998


Tree=8976
num_leaves=30
num_cat=0
split_feature=1 15 2 10 2 3 15 11 15 49 3 51 1 43 159 49 15 3 0 0 159 43 42 2 1 3 151 2 43
split_gain=12.5192 2.37968 1.57546 0.825935 0.795734 0.687323 0.404525 0.302676 0.298481 0.26287 0.443298 0.20685 0.194177 0.171824 0.16481 0.142118 0.125093 0.111022 0.0934796 0.08555 0.0695427 0.0672951 0.0639335 0.0918612 0.0607887 0.0656798 0.0631542 0.0237 0.0166229
threshold=0.10575500000000002 -0.26361999999999991 0.14561000000000004 -1.0000000180025095e-35 0.095850000000000005 -0.046079999999999989 -0.43091499999999999 1.0000000180025095e-35 0.079600000000000018 -0.046739999999999997 -0.13117499999999996 -1.0000000180025095e-35 0.12801500000000002 -0.018369999999999997 0.10557000000000001 0.12372500000000002 -0.0060599999999999994 0.110335 -0.082234999999999989 -0.083564999999999987 0.082975000000000007 -0.090344999999999995 0.087885000000000019 0.084275000000000003 0.088860000000000008 -0.064734999999999987 -0.024429999999999997 0.084535000000000013 0.05259500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 5 -1 7 11 14 8 16 -6 -11 -3 17 22 -2 20 24 -7 19 -15 21 -12 23 -10 25 -5 -26 -24 -20
right_child=1 2 -4 4 9 12 -8 -9 13 10 15 -13 -14 18 -16 -17 -18 -19 28 -21 -22 -23 27 -25 26 -27 -28 -29 -30
leaf_value=0.0010806632506795868 0.00087290997020247364 0.001482757724191213 0.00064354164992546574 0.0014961403222904666 0.0012080573490780505 0.0010829765821488695 0.00044069565479749098 0.0017294366262568062 0.0016523146026973733 0.0016792887892803693 0.0012785583176089662 0.0012428198182277256 0.0012177529275790957 0.0016196149745138135 0.0006528353887161123 0.001224348223616426 0.0013562402229739948 0.00088660376360711756 0.0015792167361058564 0.0017732817101730714 0.0015027958419251758 0.0014090192433779626 0.0014036255988328149 0.0014976927813538158 0.0013425368651431705 0.001614875307604343 0.0014922770217556153 0.001505148804744379 0.0014947727648866815
leaf_weight=53 80 76 67 448 74 70 57 87 71 65 60 88 62 272 73 56 88 63 95 53 76 261 72 134 61 67 83 68 71
leaf_count=53 80 76 67 448 74 70 57 87 71 65 60 88 62 272 73 56 88 63 95 53 76 261 72 134 61 67 83 68 71
internal_value=0 0.000967345 0.00110919 0.00149024 0.00149982 0.001196 0.000679428 0.00153687 0.00152627 0.00139522 0.00142189 0.00135423 0.00106275 0.00156978 0.000768137 0.00138488 0.00147753 0.000990223 0.00161055 0.00164478 0.00140743 0.00138474 0.00151166 0.00155142 0.00149367 0.00151166 0.00142909 0.00145319 0.00154331
internal_weight=0 636 426 2315 2262 359 210 1670 1583 592 518 164 195 836 153 453 747 133 491 325 397 321 345 205 659 515 144 140 166
internal_count=2951 636 426 2315 2262 359 210 1670 1583 592 518 164 195 836 153 453 747 133 491 325 397 321 345 205 659 515 144 140 166
is_linear=0
shrinkage=0.0032998


Tree=8977
num_leaves=21
num_cat=0
split_feature=3 41 9 49 160 47 51 484 15 15 129 3 51 49 400 403 3 49 48 3
split_gain=0.152014 0.145606 0.10426 0.114845 0.142402 0.0966068 0.0718277 0.0696241 0.133147 0.0702361 0.0649199 0.0801877 0.080515 0.0534006 0.0455302 0.117215 0.0445201 0.0431788 0.041129 0.0266126
threshold=-0.07298499999999998 0.079395000000000007 0.082325000000000023 -0.06017999999999999 0.084100000000000022 0.10621500000000002 -0.15136499999999997 0.087020000000000014 -0.46772999999999992 -0.18498499999999998 -1.0000000180025095e-35 -0.13117499999999996 -0.045524999999999989 -0.084599999999999981 -0.080934999999999993 -0.085549999999999973 -0.075579999999999994 -0.016249999999999997 0.08832000000000001 -0.15415499999999996
decision_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 18 6 -5 8 -8 -10 -1 12 -12 -13 15 -15 17 -16 -2 -14
right_child=2 -3 -4 5 -6 -7 7 -9 9 -11 11 13 19 14 16 -17 -18 -19 -20 -21
leaf_value=0.00084730797830874179 0.0070651833697061451 -0.00021886198715603881 -0.0037077336006921774 -0.0023670317037170784 0.013593819070213987 0.0079450447336291072 0.011732510811607966 -0.001305343827893522 -0.0016744455049520653 0.0037516668923355222 0.0053242023317520894 0.0017000264953437334 0.01014275153917741 0.0042101165457840194 0.010121833030721925 0.014410306772444523 0.010092300072622008 0.00563035144439535 0.0004530991603950372 0.015051880080562408
leaf_weight=58 56 98 53 80 72 101 53 91 81 395 79 73 83 63 65 66 76 1201 52 55
leaf_count=58 56 98 53 80 72 101 53 91 81 395 79 73 83 63 65 66 76 1201 52 55
internal_value=0 0.00608231 0.00354512 0.0039388 0.00778644 0.00307192 0.00236623 0.00297987 0.00372042 0.00282454 0.00642278 0.00660539 0.00964934 0.00617642 0.00639734 0.00944275 0.00610326 0.00586238 0.00389822 0.0121123
internal_weight=0 1917 1034 981 180 801 700 620 529 476 1819 1761 217 1544 1471 129 1342 1266 108 138
internal_count=2951 1917 1034 981 180 801 700 620 529 476 1819 1761 217 1544 1471 129 1342 1266 108 138
is_linear=0
shrinkage=0.16829


Tree=8978
num_leaves=12
num_cat=0
split_feature=9 48 12 447 0 0 12 12 12 0 0
split_gain=0.11043 0.118133 0.0878574 0.0663318 0.0864832 0.0728379 0.127083 0.15157 0.117205 0.138211 0.0395517
threshold=0.083710000000000021 0.13991500000000004 0.11160500000000002 0.091410000000000005 -0.23043999999999995 -0.087649999999999992 -0.10468499999999999 0.089485000000000023 -0.092484999999999984 0.14054500000000003 -0.067434999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -6 -8 -7 -10 -4
right_child=-2 -3 10 -5 5 8 7 -9 9 -11 -12
leaf_value=0.010408595239672944 -0.0010784650286472148 -0.002730520394508698 -0.0017634181700652556 -0.00088592728887358467 0.011569874809771556 -0.0021656452715183017 0.0017817661819291206 0.0074083734623780814 0.0054918231231529651 0.014337395914596995 0.0033244459906373318
leaf_weight=83 103 62 79 54 53 54 609 175 1532 52 95
leaf_count=83 103 62 79 54 53 54 609 175 1532 52 95
internal_value=0 0.00451676 0.00467868 0.00492278 0.00504611 0.00486555 0.00358227 0.00304 0.00552019 0.00578334 0.00100411
internal_weight=0 2848 2786 2612 2558 2475 837 784 1638 1584 174
internal_count=2951 2848 2786 2612 2558 2475 837 784 1638 1584 174
is_linear=0
shrinkage=0.16829


Tree=8979
num_leaves=37
num_cat=0
split_feature=1 2 15 34 3 2 52 16 2 14 15 0 13 123 42 403 43 43 1429 15 15 3 42 13 52 13 150 1212 1212 484 15 43 2 3 402 13
split_gain=4.29647 0.703889 0.551245 0.501171 0.480886 0.2263 0.195978 0.235304 0.195478 0.18059 0.173622 0.144404 0.144102 0.127892 0.126138 0.114654 0.110332 0.0969352 0.080541 0.0774963 0.104935 0.0667368 0.0621472 0.0633387 0.0619051 0.0674571 0.0583701 0.0469522 0.0733312 0.0438407 0.0356999 0.0399727 0.0688829 0.0314957 0.0236619 0.0228404
threshold=0.10398500000000001 0.14290000000000003 -0.077474999999999988 -0.0079449999999999989 -0.07298499999999998 0.10573500000000001 0.087400000000000019 0.51041000000000014 0.10656 0.073890000000000011 0.079600000000000018 -0.082234999999999989 -0.11210999999999999 1.0000000180025095e-35 0.11382000000000002 -0.081664999999999988 -1.0000000180025095e-35 -0.0071849999999999995 0.083420000000000008 0.083185000000000023 -0.028079999999999997 0.0066850000000000008 -0.013014999999999999 -0.085349999999999995 0.084580000000000002 -0.083914999999999976 0.08486500000000001 0.085850000000000024 -0.087844999999999993 0.085790000000000019 0.090075000000000002 -0.066724999999999993 0.092545000000000016 -0.06656999999999999 -0.044164999999999989 -0.039559999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 9 -5 7 8 -4 10 15 17 -3 14 19 -1 -7 22 24 20 21 35 -12 -24 26 -26 -17 28 -19 -20 34 -32 -33 -21 -13 -6
right_child=1 12 6 5 13 16 -8 -9 -10 -11 11 30 -14 -15 -16 18 -18 27 29 33 -22 -23 23 -25 25 -27 -28 -29 -30 -31 31 32 -34 -35 -36 -37
leaf_value=0.00051384663347774854 1.0979694365557373e-05 0.00023935896780037658 0.00050185531494104151 0.00051170766060818081 0.00062073381882263832 0.00018909962465864694 0.00068505648412751907 0.00060790280724090835 0.0002500968063082476 0.00083245111138987454 0.00077488343215353288 0.0006399306769744983 1.7067592224846916e-05 0.00043719355772012345 0.00042437926849001186 0.00061846934793206778 0.00036756968092131021 0.00074025057858498745 0.00076088104090578704 0.00061790336865129736 0.00048156540389386978 0.00068619103381706444 0.00074807109841251783 0.00059896415717356204 0.00077623669094598535 0.00062162603793828686 0.00049667195450448496 0.0007160013916878709 0.00090688404249783419 0.00064532444103851296 0.00068835935079957758 0.00055047144476038853 0.00069550475734127997 0.00073820980341754688 0.00072865916390683504 0.0005264033450910774
leaf_weight=87 55 61 68 75 55 68 53 75 68 74 75 63 67 82 52 378 88 53 89 55 99 87 52 91 57 77 52 55 74 71 90 115 56 53 102 79
leaf_count=87 55 61 68 75 55 68 53 75 68 74 75 63 67 82 52 378 88 53 89 55 99 87 52 91 57 77 52 55 74 71 90 115 56 53 102 79
internal_value=0 0.000344073 0.000395394 0.000294729 0.000643508 0.000362136 0.000504315 0.000458748 0.000376235 0.000671119 0.000663804 0.00069787 0.000123279 0.000559384 0.000580185 0.000629065 0.000290001 0.000743552 0.000642861 0.000599032 0.000572517 0.000613101 0.000695377 0.000653431 0.000623803 0.000687656 0.000603822 0.000801062 0.000837622 0.000709823 0.000654893 0.000629407 0.000598174 0.000677269 0.000694995 0.000565384
internal_weight=0 678 550 286 2273 231 264 211 136 1711 1637 826 128 562 480 811 156 400 724 428 320 221 218 143 564 134 430 182 127 160 426 261 171 108 165 134
internal_count=2951 678 550 286 2273 231 264 211 136 1711 1637 826 128 562 480 811 156 400 724 428 320 221 218 143 564 134 430 182 127 160 426 261 171 108 165 134
is_linear=0
shrinkage=0.0032998


Tree=8980
num_leaves=25
num_cat=0
split_feature=1 1 1 150 13 123 11 52 1 49 1 155 52 394 1 156 150 13 1212 1213 1212 1186 1 52
split_gain=4.95434 0.909049 0.711035 0.540417 0.501978 0.459103 0.381082 0.514691 0.257763 0.169574 0.136727 0.125664 0.123947 0.117787 0.10439 0.0951619 0.113738 0.0901163 0.0784383 0.176671 0.0649497 0.0382788 0.032899 0.00763124
threshold=0.11690500000000002 0.092395000000000019 0.14996500000000004 1.0000000180025095e-35 -0.077274999999999996 0.081180000000000016 0.08184000000000001 0.20131000000000002 0.13332000000000002 0.0062600000000000008 0.10932500000000002 0.10071000000000001 -1.0000000180025095e-35 -0.083969999999999989 0.10711500000000002 0.083125000000000018 0.087865000000000013 -0.068759999999999988 -0.024559999999999995 -0.09897499999999998 -0.17576999999999995 0.021560000000000003 0.096160000000000009 -0.015539999999999998
decision_type=2 2 2 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 6 8 12 7 9 -2 10 22 13 -6 21 -5 16 18 23 20 -20 -15 -1 -3 -17
right_child=2 3 -4 14 5 -7 -8 -9 -10 -11 -12 -13 -14 15 -16 17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.00082897669596833834 0.00040457869166500067 0.00072191475033336991 3.1554812919191214e-05 0.00037618080805642542 0.00074539837023594594 0.00026991835595745607 0.00091077638093700489 0.00086182944460671293 0.00011939236150151859 0.00040581493135607305 0.00048095075936332055 0.00062002259630461443 0.00053794229478469028 0.00075878948231290441 0.00055596415719533058 0.0007521869671854119 0.00061491453440290749 0.00092318273082899361 0.0005795204115681315 0.00077310441754616446 0.00089923188740978857 0.00095267882367904965 0.00062394350376221083 0.00082053343838520262
leaf_weight=71 68 71 65 80 57 56 72 93 71 52 62 54 75 64 66 67 53 94 55 1303 99 56 104 53
leaf_count=71 68 71 65 80 57 56 72 93 71 52 62 54 75 64 66 67 53 94 55 1303 99 56 104 53
internal_value=0 0.000745805 0.000347358 0.000633047 0.000410024 0.000521379 0.00068936 0.000647535 0.000259161 0.000578454 0.000616183 0.000780148 0.000627793 0.000784644 0.000457694 0.000777582 0.000768454 0.000844553 0.000773781 0.00076529 0.000844305 0.0008838 0.000663893 0.000782667
internal_weight=0 2569 392 600 327 188 454 382 139 289 237 1969 132 1915 146 1788 1574 214 1521 1358 163 127 175 120
internal_count=2961 2569 392 600 327 188 454 382 139 289 237 1969 132 1915 146 1788 1574 214 1521 1358 163 127 175 120
is_linear=0
shrinkage=0.0032998


Tree=8981
num_leaves=23
num_cat=0
split_feature=9 49 12 403 1 0 11 12 51 1 51 1 1 43 1456 481 12 483 484 43 160 43
split_gain=0.174577 0.110918 0.0976687 0.262662 0.186421 0.0951554 0.114011 0.0989074 0.119591 0.0836865 0.102003 0.0763288 0.0787854 0.0732288 0.0713216 0.0679572 0.0659236 0.0558438 0.0480599 0.0444388 0.0365072 0.0168923
threshold=-1.0000000180025095e-35 -0.14998499999999998 0.084535000000000013 -0.089449999999999988 0.091395000000000018 -0.10594499999999998 0.077905000000000016 0.092085000000000014 -0.088319999999999996 0.079805000000000015 -0.09021499999999999 0.10198500000000001 0.14228000000000005 -0.078624999999999987 -1.0000000180025095e-35 -1.0000000180025095e-35 0.11534500000000002 0.087755000000000014 0.086085000000000009 -0.041049999999999996 0.08234000000000001 -0.049999999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 9 6 -4 8 -7 14 -11 -6 13 -13 -5 -9 19 18 -10 -17 -16 -18
right_child=1 2 5 4 11 7 -8 15 17 10 -12 12 -14 -15 20 16 21 -19 -20 -21 -22 -23
leaf_value=-0.0022041693420278056 0.010835059845565246 -0.0081692687583335439 0.0056343709017380068 -0.00063688318341580141 -0.0028161807100759639 0.013460946503544825 0.01515159464742616 -0.002067086261226655 0.0058034885947903904 0.0043614230238780702 0.013964616507251556 -0.00033918310256042381 -0.0031806494469804299 0.0054095378454509834 0.0050437471157062643 0.0048708754646610043 0.0057722769478909435 0.0012973961008842087 0.01076689589563075 0.0020712941979312473 0.010142975874797386 0.010128518042148909
leaf_weight=100 88 53 88 52 87 62 61 53 707 53 79 87 54 220 174 331 52 73 61 318 53 55
leaf_count=100 88 53 88 52 87 62 61 53 707 53 79 87 54 220 174 331 52 73 61 318 53 55
internal_value=0 0.004937 0.00474918 0.00331742 0.00402824 0.00544986 0.00954274 0.00509259 0.00630623 0.00661807 0.0101224 0.0016483 0.0027292 0.00377457 0.00495366 0.00373572 0.0041449 0.00577664 0.00620006 0.00350189 0.00624223 0.00802826
internal_weight=0 2861 2773 912 859 1861 149 1712 903 411 132 448 361 307 279 809 756 841 768 649 227 107
internal_count=2961 2861 2773 912 859 1861 149 1712 903 411 132 448 361 307 279 809 756 841 768 649 227 107
is_linear=0
shrinkage=0.16829


Tree=8982
num_leaves=20
num_cat=0
split_feature=3 48 0 0 474 12 48 1212 0 48 12 42 475 52 52 3 52 3 0
split_gain=0.386197 0.130528 0.114851 0.0954812 0.109128 0.100227 0.162173 0.12893 0.125979 0.107033 0.112519 0.210705 0.0687916 0.084358 0.0665723 0.0650853 0.0621104 0.056339 0.0376521
threshold=0.30863500000000005 0.11904500000000003 -0.11742499999999999 -0.18713499999999997 0.087070000000000022 0.084535000000000013 0.083305000000000004 0.023465000000000003 0.051660000000000005 0.092335000000000014 0.08598500000000002 0.086665000000000006 -0.066239999999999979 -0.11733999999999999 -0.089214999999999975 -0.049739999999999993 -0.043914999999999989 0.092005000000000017 -0.084544999999999995
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 17 5 6 7 8 -5 10 11 -7 13 -6 -8 -12 -16 -1 -3
right_child=2 18 -4 4 12 9 14 -9 -10 -11 15 -13 -14 -15 16 -17 -18 -19 -20
leaf_value=0.012656899225548931 -0.00076905391007814686 0.013053693201180674 -0.011527262028172549 0.0021971684055980363 0.0043448915917927537 0.0050987742734208549 0.011178823881354605 -0.0076085727972251618 -0.0065046086611079447 -0.0012685937337692621 0.0037205445237624532 0.017343472589565732 0.0030791614795727166 0.012705813492149762 -8.8213746972882207e-05 0.0093207095377144406 0.0078105478916273589 0.005434737029294737 0.0067800941501761341
leaf_weight=55 62 56 52 420 56 163 55 52 53 95 1326 53 70 91 54 62 58 72 56
leaf_count=55 62 56 52 420 56 163 55 52 53 95 1326 53 70 91 54 62 58 72 56
internal_value=0 0.00429083 -0.00569207 0.00405913 0.00383845 0.00350908 0.00179727 0.000340624 0.00121833 0.00420524 0.00453056 0.00811158 0.00745934 0.00953292 0.00636577 0.00397199 0.00398618 0.00857659 0.00993294
internal_weight=0 2847 114 2735 2608 2391 692 525 473 1699 1604 216 217 147 167 1388 112 127 112
internal_count=2961 2847 114 2735 2608 2391 692 525 473 1699 1604 216 217 147 167 1388 112 127 112
is_linear=0
shrinkage=0.16829


Tree=8983
num_leaves=34
num_cat=0
split_feature=3 3 43 10 43 147 133 52 52 50 52 51 3 52 3 3 43 133 157 157 50 43 52 52 481 51 3 3 3 51 52 52 133
split_gain=4.59236 2.36664 1.72189 0.30244 0.313023 0.262189 0.208467 0.157696 0.282851 0.21635 0.211739 0.275879 0.186444 0.150952 0.146549 0.116033 0.113699 0.107641 0.103381 0.0920112 0.0869679 0.0750332 0.0552908 0.0927962 0.0536684 0.0479282 0.0432997 0.0388469 0.0388616 0.0259406 0.0243905 0.0200426 0.0221641
threshold=0.28833000000000003 -0.06533499999999999 -0.041049999999999996 -1.0000000180025095e-35 -0.116045 0.087170000000000011 0.077945 0.08321000000000002 0.091160000000000005 1.0000000180025095e-35 -1.0000000180025095e-35 0.024640000000000006 -0.13117499999999996 1.0000000180025095e-35 -0.012504999999999997 0.11878500000000002 -0.0050499999999999989 -0.039759999999999997 -0.079269999999999993 -0.085519999999999985 0.10803500000000001 0.054875000000000007 -0.010819999999999998 -0.082894999999999983 -0.050084999999999991 -0.091149999999999981 -0.092319999999999985 -0.087794999999999998 -0.082204999999999986 0.080080000000000026 0.51388500000000004 -0.013125 0.0049900000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 14 -6 9 26 10 18 13 -10 16 -4 17 -12 -16 19 -1 31 24 23 -20 -14 -19 -9 -28 -29 -2 -26 -11 -33
right_child=29 2 5 4 6 -7 -8 8 12 20 11 -13 21 -15 15 -17 -18 25 22 -21 -22 -23 -24 -25 30 -27 27 28 -30 -31 -32 32 -34
leaf_value=0.00073711734699081902 -2.117602902520449e-05 0.00017384979690222683 0.00054766698192527312 0.00060845419294429967 0.00015712068231830232 0.00042788177866570664 0.00041175710929092788 0.00094192417331391467 0.00053743642481034735 0.00088275325401702812 0.0003802833898417094 0.00081076340942443743 0.00086962770304095075 0.00066590464302466112 0.00060330531412801564 0.00058875628282545258 0.00057294183053575171 0.00086142237873340567 0.00071253710100542935 0.00091268006395194684 0.000702664802050697 0.0006548115442254408 0.00079726626271127584 0.00060062986163152154 0.00073208100704903593 0.00074262926869756818 0.00077611836608708481 0.00091465600224978187 0.00079619771136914632 7.5947672413527388e-05 0.00080674752591734084 0.00084172355587303744 0.00076081270416092361
leaf_weight=101 68 95 80 57 55 53 99 57 53 55 60 61 53 90 52 73 80 56 327 52 103 83 57 114 230 151 89 90 56 53 76 92 90
leaf_count=101 68 95 80 57 55 53 99 57 53 55 60 61 53 90 52 73 80 56 327 52 103 83 57 114 230 151 89 90 56 53 76 92 90
internal_value=0 0.000677782 0.000521581 0.000329114 0.000398853 0.000648161 0.000321044 0.000735973 0.000773275 0.000713046 0.000686992 0.000612186 0.00072476 0.000559366 0.000676413 0.00070733 0.000490626 0.000740614 0.000720376 0.000797016 0.000785127 0.000747142 0.000696759 0.000683689 0.00076839 0.000774937 0.000855397 0.00083426 0.000869461 2.10746e-05 0.000750741 0.000820817 0.000801906
internal_weight=0 2840 771 306 211 465 154 2069 787 1282 942 291 495 230 412 332 140 259 651 153 340 442 498 441 359 207 292 235 146 121 306 237 182
internal_count=2961 2840 771 306 211 465 154 2069 787 1282 942 291 495 230 412 332 140 259 651 153 340 442 498 441 359 207 292 235 146 121 306 237 182
is_linear=0
shrinkage=0.0032998


Tree=8984
num_leaves=14
num_cat=0
split_feature=3 14 1 14 4 3 4 13 4 3 1 3 13
split_gain=0.293694 0.0869358 0.0720757 0.0665025 0.106412 0.148187 0.0898218 0.0586057 0.0563856 0.0535074 0.0496458 0.0435229 0.0617719
threshold=0.30863500000000005 0.073890000000000011 0.082135000000000014 -0.13131999999999996 0.31392000000000003 0.12955000000000003 0.51074000000000008 -0.47365999999999991 0.50666500000000003 0.10021000000000001 0.11050000000000001 0.0066850000000000008 -0.0097099999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 9 10 -2 -1 11 -6 12 -5
right_child=7 2 -4 4 6 -7 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.011847263248122439 -0.00092315471221722598 0.0042798442847574829 0.013043076600451573 0.0043898527457396355 -0.0064890393566965623 0.012581331927326043 0.0049739767189169006 -0.0085974767859957023 0.0040879636020064144 -0.0012172271727347672 0.00016388231945541537 0.0075209169137965054 0.002479525087783133
leaf_weight=54 59 53 55 1521 55 56 66 55 54 58 74 93 708
leaf_count=54 59 53 55 1521 55 56 66 55 54 58 74 93 708
internal_value=0 0.00406275 0.00875924 0.00387691 0.00370763 0.00401045 -6.61243e-05 -0.00464144 0.00798425 0.00380803 -0.00265871 0.00393433 0.00378388
internal_weight=0 2847 108 2739 2631 2436 195 114 108 2380 129 2322 2229
internal_count=2961 2847 108 2739 2631 2436 195 114 108 2380 129 2322 2229
is_linear=0
shrinkage=0.16829


Tree=8985
num_leaves=29
num_cat=0
split_feature=2 2 2 2 52 0 3 52 3 16 15 3 16 0 2 15 48 15 0 2 0 131 2 16 52 0 16 0
split_gain=6.57058 3.62285 1.4603 0.896565 0.789418 0.689784 0.593706 0.35476 0.305987 0.293105 0.188487 0.229901 0.298927 0.222131 0.178281 0.17349 0.139584 0.137677 0.0879715 0.0729294 0.0655276 0.0704771 0.0638294 0.0545719 0.0739988 0.0983278 0.0267236 0.017181
threshold=0.11366500000000002 -1.0000000180025095e-35 0.15305000000000002 0.099965000000000012 -0.41694999999999993 -0.13955999999999996 -0.079854999999999995 0.0030150000000000008 -0.14186499999999996 -0.13800499999999996 0.079600000000000018 0.085880000000000012 -0.024304999999999997 -0.11825999999999999 0.08784500000000002 -0.076194999999999999 0.094910000000000008 -0.17840999999999999 -0.057749999999999989 0.092385000000000009 -0.084154999999999994 0.081725000000000006 0.092935000000000004 -0.10850999999999998 -0.097599999999999978 -0.068419999999999995 -0.022939999999999999 -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
left_child=1 6 4 8 -2 -5 -1 16 -3 -8 11 13 -13 -10 20 -9 17 -6 -4 -15 26 -22 27 -7 -25 -26 -12 -16
right_child=2 3 18 5 7 23 9 15 10 -11 14 12 -14 19 22 -17 -18 -19 -20 -21 21 -23 -24 24 25 -27 -28 -29
leaf_value=0.00080988912198476338 0.00095597191859389345 0.0011876308905096375 0.00026238554019538898 0.00058349992117867351 0.00038276727299064057 0.0010103713861889978 0.00024759299201839477 0.00053128494578684004 0.0011898929863887867 0.00053801217744293387 0.0010790528555682899 0.00063195308777836052 0.00098096493132124557 0.00098039168058129916 0.00096284093736067038 0.00078383459767671841 0.0003041865936690664 0.00059642055715614063 7.0178031298467092e-05 0.00089584329019820619 0.00099596887337153489 0.0011047020550694142 0.001026603972730544 0.00095444444008574512 0.00091362801976709864 0.00071661263079892518 0.001171013043178077 0.00087901403599123106
leaf_weight=60 60 94 53 97 58 52 63 52 52 97 225 52 57 615 55 73 52 80 52 150 258 98 84 98 66 52 54 102
leaf_count=60 60 94 53 97 58 52 63 52 52 97 225 52 57 615 55 73 52 80 52 150 258 98 84 98 66 52 54 102
internal_value=0 0.000933906 0.000511957 0.000973257 0.000608301 0.000822955 0.000529315 0.000541967 0.00100217 0.00042388 0.00099248 0.000959081 0.000814787 0.000978289 0.00102774 0.000679056 0.000451591 0.00050688 0.000167533 0.00096386 0.00105724 0.001026 0.000949879 0.000909492 0.000885043 0.000827106 0.00109698 0.000908605
internal_weight=0 2481 480 2261 375 365 220 315 1896 160 1802 926 109 817 876 125 190 138 105 765 635 356 241 268 216 118 279 157
internal_count=2961 2481 480 2261 375 365 220 315 1896 160 1802 926 109 817 876 125 190 138 105 765 635 356 241 268 216 118 279 157
is_linear=0
shrinkage=0.0032998


Tree=8986
num_leaves=29
num_cat=0
split_feature=2 157 475 12 3 2 3 51 2 49 3 34 15 12 12 133 43 52 3 2 2 3 43 12 43 12 52 43
split_gain=0.253664 0.0656833 0.065676 0.160998 0.0747473 0.112944 0.174222 0.151711 0.0837658 0.0892953 0.114735 0.0622803 0.0567016 0.0792718 0.0564905 0.0555136 0.0551194 0.0521065 0.0636791 0.101107 0.0857509 0.0537645 0.0487346 0.0479953 0.0458585 0.0434324 0.0383633 0.028528
threshold=0.10859000000000001 -0.076194999999999999 -0.085684999999999997 0.086965000000000015 -0.014924999999999999 0.090755000000000016 0.10166000000000001 0.031805000000000007 0.08784500000000002 -0.065249999999999989 -0.13392999999999997 -0.016844999999999995 -0.084904999999999994 0.088795000000000013 0.082795000000000021 0.070495000000000016 -0.081189999999999984 -0.41694999999999993 -0.10115999999999999 0.14132000000000003 0.12141500000000001 0.092005000000000017 -0.066724999999999993 -0.089399999999999993 -0.071734999999999979 -0.0066799999999999993 -0.0073749999999999987 -0.049999999999999996
decision_type=2 2 2 2 2 2 2 2 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 8 7 -7 23 11 -10 -11 -4 26 -14 -13 16 -16 -3 -19 20 21 22 -20 -6 -17 -25 -12 -21
right_child=1 17 4 -5 5 6 -8 -9 9 10 12 14 13 -15 15 24 -18 18 19 27 -22 -23 -24 25 -26 -27 -28 -29
leaf_value=0.012081764712714797 -0.0048561890715144735 0.005271097468234026 0.011356941383726966 0.00064827832309387475 0.0061596592900012561 0.0011484289353322504 0.013456249675643519 -0.0080885259004635571 -0.0028376038641420164 0.01009034224368394 0.0093859983940862771 0.00057399485777416754 -0.0020097265545754475 0.0033751105863808486 0.0097079734383484929 0.0054825191044962857 0.005818254540670826 -0.0045958793687262585 -0.00043504502772810866 0.00080457602289475628 0.0073209292618017325 -0.0033611471727354233 0.0066531080459580503 -0.0031613527269587841 0.0010702307244803628 0.0030656379391552141 0.0039235751474039331 -0.0039799608267541541
leaf_weight=97 55 78 53 55 59 83 54 52 60 76 56 65 101 327 128 167 576 59 54 56 96 54 55 56 113 73 110 93
leaf_count=97 55 78 53 55 59 83 54 52 60 76 56 65 101 327 128 167 576 59 54 56 96 54 55 56 113 73 110 93
internal_value=0 0.000679935 0.00455869 0.00795647 0.00432407 0.00215736 0.0060128 -3.59627e-05 0.00476897 0.00336479 0.00392291 0.00569752 0.00313078 0.00210019 0.00540986 0.00572748 0.00652803 0.00124192 0.000565108 0.00131583 0.00332795 0.000965236 0.00312506 0.00218179 0.00370826 0.000348521 0.00577714 -0.00216969
internal_weight=0 600 2361 152 2209 377 137 240 1832 730 670 1102 594 428 1049 984 704 545 467 408 259 163 109 188 280 129 166 149
internal_count=2961 600 2361 152 2209 377 137 240 1832 730 670 1102 594 428 1049 984 704 545 467 408 259 163 109 188 280 129 166 149
is_linear=0
shrinkage=0.16829


Tree=8987
num_leaves=29
num_cat=0
split_feature=1 1 155 39 2 2 2 10 1 4 0 4 4 4 4 0 4 4 4 4 4 4 0 51 42 2 13 42
split_gain=9.71629 1.49949 1.01402 0.662017 0.584995 0.490543 0.711204 0.316786 0.316013 0.294517 0.340037 0.383916 0.265643 0.145674 0.189141 0.14186 0.138966 0.130073 0.129429 0.135404 0.122919 0.118471 0.115016 0.114161 0.0648308 0.0622224 0.0509604 0.0288888
threshold=0.10290000000000001 0.13300500000000001 0.092900000000000024 1.0000000180025095e-35 0.10859000000000001 0.10615500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.088035000000000016 -0.082199999999999981 -0.13619499999999998 0.024470000000000002 0.50541500000000006 0.028075000000000006 0.42405000000000009 -0.086954999999999991 0.010535000000000001 0.053925000000000008 -0.50810499999999992 -0.10023999999999998 -0.064209999999999989 0.058025000000000007 -0.080444999999999975 0.11391500000000002 1.0000000180025095e-35 0.085280000000000009 -0.075154999999999986 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 9 6 -2 -3 -5 15 11 -11 -9 -7 -15 27 -8 22 -17 -20 -6 -22 23 -12 -24 -21 -19 -1
right_child=1 7 -4 8 20 13 16 12 -10 10 17 -13 -14 14 -16 18 -18 26 19 25 21 -23 24 -25 -26 -27 -28 -29
leaf_value=0.00087820288893304275 0.00019615906341612804 -0.00013460707461930059 0.00076062356780620796 0.00064868504968991665 0.000439509819868068 0.00034658961441140311 0.00072613366665299746 0.00026558210846329427 0.00030756050450320578 0.00040921479451896486 0.00079823654097738173 0.00078418420981965682 -1.5184519270035637e-05 4.8167798463550806e-05 0.0002786086192447081 0.00094907236396842541 0.00050094924541543514 0.00070826106915522383 0.0006636380329319094 0.00085342777726773132 0.00070170465811546386 0.00052382731617282884 0.00064804943921825512 0.00063434261520926329 0.00074527950793213619 0.00075134749252356347 0.00056459068523238929 0.00098970497802192549
leaf_weight=74 78 66 68 64 52 69 54 82 56 71 687 52 66 78 78 55 71 66 94 167 98 74 119 52 244 122 52 52
leaf_count=74 78 66 68 64 52 69 54 82 56 71 687 52 66 78 78 55 71 66 94 167 98 74 119 52 244 122 52 52
internal_value=0 0.000286299 0.000385919 0.000729122 0.000742583 0.000326305 0.000444086 5.52385e-05 0.000489787 0.000761381 0.000734566 0.000568025 0.000140137 0.000219883 0.000163614 0.00082517 0.000598511 0.000751328 0.000796515 0.000774515 0.00058239 0.000625381 0.000762655 0.000786752 0.000713502 0.000810457 0.000645247 0.000924499
internal_weight=0 710 496 2251 2131 428 203 214 120 1907 1343 123 148 225 156 564 125 1220 438 383 224 172 1102 739 363 289 118 126
internal_count=2961 710 496 2251 2131 428 203 214 120 1907 1343 123 148 225 156 564 125 1220 438 383 224 172 1102 739 363 289 118 126
is_linear=0
shrinkage=0.0032998


Tree=8988
num_leaves=24
num_cat=0
split_feature=1 2 2 2 1 3 2 41 2 4 47 2 3 3 4 15 3 3 4 1186 4 4 16
split_gain=12.9821 2.54513 1.50725 0.954199 0.786903 0.629754 0.377286 0.275094 0.336245 0.263495 0.188793 0.186207 0.184197 0.157572 0.146026 0.136667 0.158965 0.140883 0.113176 0.113371 0.0973703 0.0585302 0.0141034
threshold=0.10331000000000003 0.11152000000000002 -1.0000000180025095e-35 0.099845000000000003 0.13546500000000003 -0.014924999999999999 0.10457000000000001 0.075585000000000013 -0.0098549999999999974 -9.4999999999999992e-05 0.11043500000000002 0.13270000000000001 0.085880000000000012 -0.0048549999999999991 0.41823000000000005 -0.10271999999999999 -0.0066499999999999988 -0.086564999999999989 -0.10023999999999998 0.069705000000000003 0.50291500000000011 0.008570000000000003 -0.056829999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 7 9 -2 10 8 -1 -3 -4 15 13 18 -11 -5 17 -17 -10 -20 -6 22 -19
right_child=1 4 6 11 20 -7 -8 -9 12 14 -12 -13 -14 -15 -16 16 -18 21 19 -21 -22 -23 -24
leaf_value=0.0008231834344721951 0.00070931248576598606 0.00065644055375061263 0.0010806200152265666 0.0011068664420296559 0.00020202074500872818 0.00026339487171883738 0.00070104799329487398 0.0012684012470537914 0.00095644532469278578 0.00027572760520293022 0.00084163729337820368 0.00073932687344883214 0.00095621870101417347 0.001273907647007181 0.00047578757785033359 0.00083967254983342106 0.00075450228398916443 0.0010045838997457322 0.0010977769870805648 0.0012566582450801883 4.8407313238981195e-06 0.0009338377925898429 0.001093093694461381
leaf_weight=52 63 52 98 55 57 77 73 99 63 74 60 53 101 60 89 83 52 52 1392 54 53 83 66
leaf_count=52 63 52 98 55 57 77 73 99 63 74 60 53 101 60 89 83 52 52 1392 54 53 83 66
internal_value=0 0.000548156 0.000734999 0.00106355 0.000334758 0.000464309 0.0008989 0.0010971 0.00108723 0.00045095 0.00099009 0.000925882 0.00109543 0.00110437 0.000385179 0.000951079 0.000925473 0.000956654 0.00109761 0.00110373 0.000107336 0.00100478 0.00105439
internal_weight=0 696 371 2265 325 140 231 1821 1722 215 158 444 1670 1569 163 391 336 284 1509 1446 110 201 118
internal_count=2961 696 371 2265 325 140 231 1821 1722 215 158 444 1670 1569 163 391 336 284 1509 1446 110 201 118
is_linear=0
shrinkage=0.0032998


Tree=8989
num_leaves=23
num_cat=0
split_feature=3 43 13 150 457 16 16 15 160 40 13 13 3 11 16 43 3 474 15 13 3 13
split_gain=0.176837 0.0831674 0.132608 0.11469 0.160684 0.11401 0.149415 0.121123 0.104282 0.0819394 0.0809743 0.0843924 0.180254 0.107532 0.092788 0.0752462 0.0747911 0.0556061 0.0490759 0.0455782 0.0403162 0.0328811
threshold=-0.06533499999999999 -0.23933499999999996 0.025450000000000004 0.10784500000000001 0.018630000000000004 0.22339500000000004 -0.053299999999999993 -0.11277999999999998 0.085460000000000022 -0.049004999999999993 -0.15325499999999995 0.055610000000000007 -0.14954999999999999 0.085990000000000011 -0.094854999999999981 -0.10945499999999998 -0.10067 0.10123000000000001 -0.043134999999999993 -0.052124999999999998 -0.075579999999999994 0.18622000000000002
decision_type=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 7 -3 -6 -8 -1 12 -12 14 -13 21 -14 18 20 -20 -18 -16
right_child=1 2 -4 -5 8 -7 9 -9 -10 -11 11 13 16 -15 15 -17 17 -19 19 -21 -22 -23
leaf_value=-0.0013435625439634435 0.0087271236525446536 0.00024913162425723351 -0.0061804123295413115 -0.0040021955732241843 0.014369549439577948 0.0074770180374592269 0.0030022364967057348 0.0065053083511438323 0.0038032609899116285 -0.0048279833648880209 0.014539998111540586 0.010469970927256716 -8.3048833075008752e-05 -0.0028743826254195833 0.0019616852930630403 -0.0018097991746332332 0.0034380392603343452 0.011107665591197479 0.0052918258095679691 0.007647147764391792 0.0075547682271851439 0.007621584554383022
leaf_weight=52 55 187 53 70 54 95 52 166 53 137 65 57 65 72 52 67 407 53 612 386 82 69
leaf_count=52 55 187 53 70 54 95 52 166 53 137 65 57 65 72 52 67 407 53 612 386 82 69
internal_value=0 0.00237165 0.00196641 0.00249906 0.00311315 0.00209586 0.00114935 0.00319622 0.00915257 -0.00266413 0.00518459 0.00535633 0.00583519 0.00282799 0.00451112 0.0026949 0.00548154 0.00571757 0.00552425 0.0062046 0.00413204 0.00520408
internal_weight=0 922 867 814 744 637 542 353 107 189 2039 1987 1670 317 245 188 1605 1540 1487 998 489 121
internal_count=2961 922 867 814 744 637 542 353 107 189 2039 1987 1670 317 245 188 1605 1540 1487 998 489 121
is_linear=0
shrinkage=0.16829


Tree=8990
num_leaves=16
num_cat=0
split_feature=9 4 10 150 11 3 484 150 3 43 4 12 43 11 51
split_gain=0.0934986 0.121032 0.0970298 0.0722951 0.0990756 0.126729 0.0816471 0.0721028 0.0681515 0.152642 0.0623206 0.106428 0.0527338 0.0292399 0.0260194
threshold=-1.0000000180025095e-35 -0.50139499999999992 -0.16491499999999995 0.089155000000000012 1.0000000180025095e-35 -0.15327499999999997 0.084695000000000006 0.11614000000000001 -0.10115999999999999 -0.23933499999999996 -0.082274999999999987 0.083815000000000014 -0.22971499999999997 0.087090000000000015 -0.034094999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 14 -3 4 8 13 7 -5 9 -4 11 -10 -12 -6 -2
right_child=1 2 3 6 5 -7 -8 -9 10 -11 12 -13 -14 -15 -16
leaf_value=-0.0016368312354948066 0.0065771753495858978 -0.0033865657345534929 0.0060558661509591011 -0.0043493150581190472 0.0073840365443991317 0.014703089813046997 0.0061675428706825736 0.0022623416365603333 0.010701754916975227 -0.0043389065392443662 0.0083519007804495858 0.0042082139822109017 0.0032541092823763864 0.0016850492137808675 0.011823404691715519
leaf_weight=96 58 57 72 89 52 53 62 98 95 90 60 297 1691 52 54
leaf_count=96 58 57 72 89 52 53 62 98 95 90 60 297 1691 52 54
internal_value=0 0.00368923 0.00346873 0.00361353 0.00389012 0.00799012 0.000871519 -0.000874775 0.00361008 0.000269902 0.00386174 0.00578649 0.00342982 0.00455182 0.00912265
internal_weight=0 2880 2768 2711 2462 157 249 187 2305 162 2143 392 1751 104 112
internal_count=2976 2880 2768 2711 2462 157 249 187 2305 162 2143 392 1751 104 112
is_linear=0
shrinkage=0.16829


Tree=8991
num_leaves=22
num_cat=0
split_feature=2 30 149 48 0 1 16 48 12 401 133 2 48 52 0 40 12 471 12 52 16
split_gain=0.106473 0.0800985 0.097915 0.0838047 0.0852202 0.108833 0.0706555 0.0757586 0.0767045 0.0669958 0.0952569 0.0629295 0.0599131 0.0562064 0.0799145 0.047804 0.0732616 0.0470509 0.0237594 0.0694077 0.0260125
threshold=0.11152000000000002 0.085915000000000019 1.0000000180025095e-35 -0.085909999999999986 -0.12368999999999998 0.087225000000000011 -0.085134999999999975 0.088085000000000011 0.096990000000000007 0.080265000000000017 -0.037434999999999989 0.086275000000000004 0.085760000000000017 0.12456500000000001 -0.19166999999999998 -0.07990499999999999 -0.064689999999999984 0.08703000000000001 0.10052500000000002 -0.08330499999999999 -0.071704999999999991
decision_type=2 2 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 8 -6 17 -11 -5 -7 14 -2 -16 -17 -8 19 -18 -21
right_child=13 -3 -4 4 6 12 9 -9 -10 10 -12 -13 -14 -15 15 16 18 -19 -20 20 -22
leaf_value=0.0098450675903777873 -0.0059039236941574175 -0.0020818887889133262 0.010730431268850109 -9.1605006037448293e-05 0.0053215301423859924 -0.0065409321872790223 0.0035120581619672922 0.011182643741565922 -0.00063057863251174092 -0.0053638898585258721 0.0040826906999827488 0.007659958390607265 0.0007310294778274843 0.0050213584255834947 -0.0038597449214590393 0.006699160107232721 -0.0048768675448608023 -0.0016307123644002317 0.0025191547340777899 -0.00050565475869873244 0.0046332132503397296
leaf_weight=56 56 73 53 56 466 68 1257 54 70 63 58 62 60 75 52 65 70 52 99 59 52
leaf_count=56 56 73 53 56 466 68 1257 54 70 63 58 62 60 75 52 65 70 52 99 59 52
internal_value=0 0.00339339 0.00356243 0.00339805 0.00323793 0.00027264 0.00359816 0.00515179 0.00454085 0.0029559 -0.000820929 0.00396603 -0.00311816 0.000753851 4.3344e-05 0.000886779 0.0016074 0.00330639 0.000418973 -0.000719819 0.00188556
internal_weight=0 2448 2375 2322 2266 246 2020 590 536 1430 121 118 128 528 453 397 345 1309 280 181 111
internal_count=2976 2448 2375 2322 2266 246 2020 590 536 1430 121 118 128 528 453 397 345 1309 280 181 111
is_linear=0
shrinkage=0.16829


Tree=8992
num_leaves=20
num_cat=0
split_feature=3 133 11 0 14 3 43 0 3 106 133 4 0 16 4 133 0 0 0
split_gain=0.0638076 0.126416 0.185958 0.173866 0.0925469 0.0797621 0.0951841 0.0700505 0.111437 0.0776187 0.0710269 0.094281 0.0697371 0.0599057 0.0698847 0.0501323 0.0401315 0.0604404 0.0263357
threshold=-0.14186499999999996 -0.0063799999999999994 0.086175000000000015 -0.073254999999999987 0.018455000000000003 -0.10337499999999998 -0.15802999999999998 -0.12851999999999997 -0.005644999999999999 0.085275000000000004 -0.080744999999999983 0.053330000000000009 -0.091069999999999984 -0.081394999999999981 -0.010574999999999999 0.081310000000000007 -0.24203499999999997 -0.19166999999999998 -0.093374999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -2 8 -7 10 13 12 -12 18 -15 -13 -10 -18 -9
right_child=4 2 -4 -5 -6 7 -8 9 16 -11 11 15 -14 14 -16 -17 17 -19 -20
leaf_value=-0.0021540508726541974 0.0024142774967098666 0.0040592767932108986 0.0012380490418782558 0.017214235830798646 -0.0046980630993358084 -0.0061049868545571262 -0.0073357980824783359 0.0042931900287084615 0.0056526057500898485 -0.0035575048921120569 0.0069153525341776939 -0.0021169777893747096 0.0027569790662531684 -0.00047321752938425958 0.0062230880592954053 0.0020252774747946656 -0.0025873338506346155 0.0034819240159943967 0.0079661115567563213
leaf_weight=56 62 52 94 64 54 64 52 89 58 52 126 164 1300 96 81 167 89 97 159
leaf_count=56 62 52 94 64 54 64 52 89 58 52 126 164 1300 96 81 167 89 97 159
internal_value=0 0.00492609 0.00682268 0.0113327 0.00218809 0.00232877 -0.00201737 0.00252439 0.000138991 0.00285246 0.00300604 0.00253172 0.00312567 0.00496269 0.00258104 -2.16509e-05 0.00178412 0.000568158 0.00665525
internal_weight=0 266 210 116 2710 2656 114 2542 308 2234 2182 1757 1426 425 177 331 244 186 248
internal_count=2976 266 210 116 2710 2656 114 2542 308 2234 2182 1757 1426 425 177 331 244 186 248
is_linear=0
shrinkage=0.16829


Tree=8993
num_leaves=27
num_cat=0
split_feature=2 3 15 4 2 3 3 16 4 4 474 1453 484 15 475 15 4 1 2 0 4 16 4 51 3 15
split_gain=0.0646115 0.0727357 0.123597 0.0788668 0.0558465 0.109037 0.0604031 0.0972454 0.0858818 0.0705076 0.0700779 0.0545418 0.0544637 0.0524995 0.048239 0.0603984 0.184526 0.0503783 0.0805105 0.0457817 0.0366762 0.0324185 0.0273956 0.0247386 0.0246407 0.0183845
threshold=0.11152000000000002 -0.14186499999999996 -0.036279999999999993 -0.17568999999999999 -1.0000000180025095e-35 -0.012504999999999997 -0.093419999999999989 0.066010000000000013 -0.092854999999999979 -0.085189999999999974 0.085850000000000024 -0.011369999999999998 0.05583500000000001 0.087010000000000018 -0.051584999999999992 -0.025879999999999997 -0.048309999999999992 0.11805500000000001 0.14019000000000004 -0.081644999999999981 -0.023394999999999996 -0.082824999999999982 0.058025000000000007 -0.020309999999999998 0.085090000000000013 -0.10981499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -3 7 8 -6 19 11 -11 23 -13 -2 17 -17 22 -19 21 -10 -8 -16 -12 -21 -24
right_child=14 4 3 -5 6 -7 9 -9 20 10 12 13 -14 -15 15 16 -18 18 -20 24 -22 -23 25 -25 -26 -27
leaf_value=-0.0015270335972162208 0.0048257392089311275 -0.006085536415255945 0.012214377492324967 0.0044240826396877856 -0.0076516646827863811 0.0029418062389522095 0.0049891227911675311 0.0061457251726622503 0.0029127043393527697 0.0068398489130133992 0.0035533425326454513 0.0032110132020581749 -0.0055359088855162653 0.0010875210937121185 0.005551208828671321 0.002004430809856881 -0.010743905603265587 -0.0064555939875610788 0.0015961412219246559 0.00066254667797961209 -0.0030021354239287644 0.010995711550417097 0.0035792386939264729 -0.0014811058052955082 0.0055867339128303382 -0.00064012209215157426
leaf_weight=53 60 67 67 84 55 87 52 52 69 83 56 852 52 543 67 77 55 55 97 58 52 53 53 54 59 64
leaf_count=53 60 67 67 84 55 87 52 52 69 83 56 852 52 543 67 77 55 55 97 58 52 53 53 54 59 64
internal_value=0 0.0023885 0.00543654 0.0078926 0.00211061 -0.000974008 0.00233875 -0.000239481 -0.00213623 0.00265542 0.00227253 0.00263708 -0.00104234 0.00238574 0.000331815 -0.000240491 -0.00329377 0.000953663 -0.0013055 0.00547586 0.000355942 0.00803813 0.00282969 0.00106555 0.00316104 0.00125586
internal_weight=0 2448 204 151 2244 154 2090 228 176 1862 1640 1478 162 1395 528 468 132 336 152 222 121 105 184 110 117 117
internal_count=2976 2448 204 151 2244 154 2090 228 176 1862 1640 1478 162 1395 528 468 132 336 152 222 121 105 184 110 117 117
is_linear=0
shrinkage=0.16829


Tree=8994
num_leaves=14
num_cat=0
split_feature=2 1455 51 42 133 10 2 133 1373 402 133 2 2
split_gain=0.0519577 0.0528482 0.049831 0.0492901 0.0497499 0.0722374 0.0646987 0.0526782 0.0507072 0.0341394 0.0272227 0.00661958 0.00599613
threshold=-0.15154999999999999 -0.071544999999999984 0.22855500000000004 -0.14867499999999997 -0.13863999999999996 -0.085474999999999982 0.089545000000000013 -0.09601999999999998 0.087010000000000018 0.09253500000000002 -0.40011499999999994 0.10472500000000001 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 -3 6 -6 9 -7 -9 10 -5 -8 -2
right_child=1 2 -4 4 5 7 11 8 -10 -11 -12 -13 -14
leaf_value=0.0063992006186107848 0.0065557477884278003 -0.0022861946218573196 -0.0036650455249575427 0.0051467531157138287 -0.0038001375140827545 -0.0036614371170598592 -0.00014769048906281189 0.001821729650722068 -0.0034847219705467611 0.0022325566829386263 0.010349453657475824 0.0022103403291327123 0.0039243214776004225
leaf_weight=65 53 92 53 68 73 53 74 2172 52 53 52 60 56
leaf_count=65 53 92 53 68 73 53 74 2172 52 53 52 60 56
internal_value=0 0.00157847 0.00143616 0.00153516 0.00166816 0.00140372 0.00368652 0.00157134 0.00169685 0.00583855 0.00741623 0.000894737 0.00522031
internal_weight=0 2911 2802 2749 2657 2350 307 2277 2224 173 120 134 109
internal_count=2976 2911 2802 2749 2657 2350 307 2277 2224 173 120 134 109
is_linear=0
shrinkage=0.16829


Tree=8995
num_leaves=30
num_cat=0
split_feature=1 52 2 52 2 1 15 47 52 52 42 42 1212 1212 4 1 2 1446 3 52 3 3 4 15 1 1211 403 4 1
split_gain=9.78287 1.45728 0.951837 0.770912 0.693007 0.53976 0.495433 0.436384 0.271532 0.230289 0.204072 0.191776 0.166614 0.357 0.16095 0.222532 0.160765 0.152733 0.115045 0.112011 0.107211 0.0929145 0.0846073 0.0767109 0.0579947 0.0559583 0.0379002 0.0551348 0.00792523
threshold=0.10423500000000001 -0.24841999999999997 0.14253500000000002 0.12484500000000003 0.097005000000000022 0.088830000000000006 -1.0000000180025095e-35 1.0000000180025095e-35 -0.41694999999999993 -0.032354999999999988 0.087475000000000011 0.096935000000000007 0.058905000000000006 0.087685000000000013 -0.010764999999999999 0.13074500000000003 0.16730000000000003 0.087090000000000015 -0.010059999999999998 0.0035300000000000006 -0.073614999999999986 -0.080564999999999984 -0.082099999999999992 -0.058859999999999989 0.11215000000000001 0.083495000000000014 -0.072349999999999984 -0.068809999999999996 0.094165000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 7 5 12 10 14 23 -10 28 19 17 -14 -3 24 -4 18 20 -11 22 -21 -1 -6 -16 -15 -8 -28 -7
right_child=1 2 16 -5 8 6 26 -9 9 11 -12 -13 13 25 15 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=0.0011059529970641043 0.00097561254104526777 0.00028529844620179173 0.00037126476835840679 0.00086955702337960779 0.0011181113527657502 0.00066251011866366478 0.0011087019551949354 0.00070876600567205484 0.00071860405247811969 0.00082449692430137619 0.00093989617604573145 0.00077243204794565621 0.0013544468961943698 0.0010143621510343588 0.00048119233440730368 0.00035084423870946046 0.00013628800613091707 0.00088475994529875598 0.0011717838340423534 0.0011163279532864906 0.00090533524010998252 0.00094228154798390857 0.001035367747158236 0.00095026926151713076 0.00061575200935233012 0.0011506464556802851 0.00095349530290742663 0.0010926659837235326 0.00073470915635494944
leaf_weight=290 78 57 59 76 63 52 59 89 101 54 63 89 67 101 64 90 70 60 96 55 57 102 643 66 88 58 100 53 52
leaf_count=290 78 57 59 76 63 52 59 89 101 54 63 89 67 101 64 90 70 60 96 55 57 102 643 66 88 58 100 53 52
internal_value=0 0.000551135 0.000495242 0.000565007 0.00100454 0.00103631 0.000925381 0.000505262 0.000899489 0.000856608 0.000790056 0.000902952 0.00106693 0.00115047 0.000444569 0.000481938 0.000244031 0.00105043 0.00105955 0.000957839 0.00104863 0.00100348 0.00105735 0.00103251 0.000559327 0.0010643 0.00103181 0.00100194 0.000698948
internal_weight=0 671 593 464 2281 1751 379 388 530 401 167 300 1372 226 299 242 129 1146 1086 211 990 157 933 129 152 159 212 153 104
internal_count=2952 671 593 464 2281 1751 379 388 530 401 167 300 1372 226 299 242 129 1146 1086 211 990 157 933 129 152 159 212 153 104
is_linear=0
shrinkage=0.0032998


Tree=8996
num_leaves=29
num_cat=0
split_feature=16 40 3 2 16 2 16 16 12 16 13 2 49 160 49 1 49 16 49 1 49 3 51 2 16 12 13 13
split_gain=0.134685 0.0910052 0.0882826 0.0697668 0.0683792 0.167751 0.103999 0.117822 0.241582 0.0757362 0.0691356 0.0740803 0.057572 0.0796096 0.0556027 0.0516678 0.104873 0.13701 0.104574 0.0599569 0.0445681 0.0442797 0.0426848 0.0390694 0.0559981 0.0316139 0.0314549 0.0191104
threshold=-0.008069999999999999 -0.082079999999999986 0.30863500000000005 -0.021469999999999996 -0.016354999999999998 0.088245000000000004 -0.06859999999999998 -0.075724999999999987 0.091895000000000018 -0.010749999999999997 -0.080519999999999994 0.094155000000000016 -0.045154999999999994 0.024885000000000001 -0.085999999999999979 0.077845000000000011 -0.049189999999999991 0.0097750000000000007 0.12603000000000003 0.091055000000000011 0.085925000000000015 -0.14326499999999995 0.10532000000000001 0.099185000000000009 0.073820000000000011 0.091065000000000021 -0.085234999999999991 -0.016759999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 6 9 7 12 -9 -6 26 27 14 22 -1 18 -17 -18 20 -19 23 -21 -14 24 -5 -22 -8 -12
right_child=1 3 -4 15 5 -7 10 8 -10 -11 11 -13 13 -15 -16 16 17 19 -20 21 25 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0037270100232491051 -0.0057770986028183599 0.0073188998381186398 -0.0014453558476852605 0.0012810937462246885 0.0071924319267836906 0.0143845320922168 -2.2810059042165464e-05 0.01756412711407259 0.0021382776567812445 -0.0010166013853176619 0.0076266045213593493 -0.0013021890491543371 0.0037363304506354217 0.0088415365977014618 -0.0025522510825969078 0.0064300506814162729 -0.0085346549531905014 -0.0047110928200266846 -0.0047726613399487472 0.0049154692502332764 0.0087232613847339317 -0.00012512671595558001 -0.00052472518842563293 -0.0018043041199038892 0.0069604159964404121 0.003189786362019568 -0.0057744385596862208 0.003087996818792993
leaf_weight=76 54 52 103 169 67 56 54 52 65 60 52 87 918 84 84 56 63 60 54 67 57 185 71 61 70 63 55 57
leaf_count=76 54 52 103 169 67 56 54 52 65 60 52 87 918 84 84 56 63 60 54 67 57 185 71 61 70 63 55 57
internal_value=0 0.00093835 0.00333664 0.00131916 0.00360559 0.00670181 0.00326215 0.00389642 0.00900957 0.0033 0.000448819 0.00234341 0.00340977 0.00385404 0.000419169 0.000972433 -0.00035749 -0.00137589 0.0021855 6.38758e-05 0.0030844 0.0012079 0.00342861 0.0019789 0.00295201 0.00583316 -0.00294149 0.00526969
internal_weight=0 1011 1941 957 1838 183 1655 1350 117 127 305 196 1233 1073 160 905 431 375 474 312 420 252 989 300 239 120 109 109
internal_count=2952 1011 1941 957 1838 183 1655 1350 117 127 305 196 1233 1073 160 905 431 375 474 312 420 252 989 300 239 120 109 109
is_linear=0
shrinkage=0.16829


Tree=8997
num_leaves=31
num_cat=0
split_feature=16 4 15 1429 51 400 16 16 4 16 15 4 15 9 151 16 51 15 160 1429 2 4 402 151 403 403 16 2 2 2
split_gain=0.0931371 0.0715673 0.0956906 0.0718551 0.0788295 0.0807686 0.0714041 0.0977315 0.0639568 0.119098 0.107764 0.0732679 0.0603425 0.0596234 0.0645634 0.0721968 0.0549109 0.0505313 0.059548 0.0627992 0.0497879 0.0407307 0.03942 0.0357759 0.0303965 0.0360031 0.0266295 0.0243758 0.0211855 0.00456524
threshold=-0.008069999999999999 -0.074254999999999988 0.084175000000000014 0.083985000000000018 -0.047864999999999991 -1.0000000180025095e-35 -0.077509999999999982 -0.072359999999999994 -0.0072149999999999992 1.0000000180025095e-35 -0.0065999999999999991 0.032770000000000001 -0.064619999999999983 0.082325000000000023 -0.082589999999999983 -0.53870999999999991 -0.4244949999999999 0.12625000000000003 -0.081969999999999987 -1.0000000180025095e-35 0.083815000000000014 -0.44205499999999992 0.10803500000000001 -0.088854999999999976 0.090530000000000013 -0.0083299999999999989 -0.080324999999999994 0.10773000000000001 0.083935000000000023 0.085325000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 4 -3 -6 22 -8 9 10 -2 12 -10 14 23 -16 -13 18 -11 -20 -9 -21 24 -7 25 26 -4 -23 -1 -27
right_child=8 3 6 -5 5 13 7 20 11 17 -12 16 -14 -15 15 -17 -18 -19 19 21 -22 27 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.0058342690770534717 -0.00024061790765308736 -0.0035383262381280317 0.0018364274745716997 0.0073333513399503362 -0.0038505910636109455 0.0040402504047305941 0.012106406259645678 0.0071249462222107178 0.0020809674948217708 -0.003033809621928305 -0.010554411801230207 0.0037022387840800045 0.0090110517767823355 -0.0024733287548071455 -0.0038263657679984192 0.0025450676290321344 -0.0021696711785620776 -0.0035115358845355716 -0.0027080104482956864 0.0061055431606133349 7.0393805706237773e-05 0.0027620707237113753 0.0063288331739319009 0.0094012390642193144 -0.0023091623344161402 0.0034124136300864912 -0.0024696379758804236 -0.0012613299140679466 0.010125631098416353 0.0057808101220425089
leaf_weight=65 62 77 172 67 62 112 53 53 72 72 54 82 72 66 54 710 100 66 63 92 62 224 53 53 53 52 53 52 72 52
leaf_count=65 62 77 172 67 62 112 53 53 72 72 54 82 72 66 54 710 100 66 63 92 62 224 53 53 53 52 53 52 72 52
internal_value=0 0.00277527 0.00407938 0.00197024 0.00165179 0.00203158 0.00316232 0.0061144 0.000780435 -0.00014047 -0.00505735 0.00272098 0.00555849 0.00239991 0.00274806 0.00209238 0.000466043 0.00085876 0.00143577 0.0021866 0.00333724 0.00302941 0.00201807 0.00577315 0.00141528 0.00202073 0.000814125 0.00199753 0.0081027 0.00461389
internal_weight=0 1941 740 1201 1134 1057 603 168 1011 685 116 326 144 995 929 764 182 569 503 431 115 368 435 165 382 329 225 276 137 104
internal_count=2952 1941 740 1201 1134 1057 603 168 1011 685 116 326 144 995 929 764 182 569 503 431 115 368 435 165 382 329 225 276 137 104
is_linear=0
shrinkage=0.16829


Tree=8998
num_leaves=40
num_cat=0
split_feature=1 12 13 15 12 1212 15 39 1 160 0 12 43 97 0 160 15 133 133 52 52 133 13 13 133 15 52 13 156 0 0 12 157 51 133 160 52 399 0
split_gain=5.3305 0.800112 0.430393 0.237558 0.25338 0.22957 0.22568 0.223394 0.158057 0.176803 0.19166 0.167038 0.152688 0.141026 0.103001 0.0966486 0.0963891 0.0865167 0.0864605 0.0816756 0.077869 0.0728302 0.0606089 0.055317 0.0783334 0.112499 0.0541813 0.051149 0.0468871 0.0323599 0.0306508 0.0300309 0.0274612 0.0475634 0.0271017 0.0212792 0.0203637 0.018656 0.0093982
threshold=0.10455000000000002 -1.0000000180025095e-35 -0.09194999999999999 0.043560000000000008 0.085005000000000011 0.040035000000000008 -0.088709999999999983 1.0000000180025095e-35 0.088885000000000006 -0.015684999999999994 -0.074679999999999983 0.088395000000000015 -0.007069999999999999 -0.049229999999999996 -0.11262999999999999 0.060260000000000008 0.097415000000000015 0.087485000000000021 0.11667000000000001 -1.0000000180025095e-35 0.081010000000000013 0.085020000000000012 -0.032149999999999991 -0.039559999999999991 0.11264000000000002 0.089715000000000003 0.091715000000000005 -0.083849999999999994 0.086995000000000017 -0.098429999999999976 -0.063204999999999983 0.096900000000000014 -0.080684999999999993 0.026870000000000002 -0.047784999999999987 0.089280000000000012 0.28122000000000008 0.087410000000000002 -0.078704999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 5 20 30 -2 9 10 28 15 -8 -9 -11 29 23 -15 21 -14 -5 27 31 26 25 37 34 -16 32 -10 -4 36 -1 -34 -6 -23 -18 -25 -36
right_child=1 2 6 4 16 -7 12 13 11 14 -12 -13 19 17 18 -17 22 -19 -20 -21 -22 35 -24 24 -26 -27 -28 -29 -30 -31 -32 -33 33 -35 38 -37 -38 -39 -40
leaf_value=0.00073552701388421814 4.3744578376441101e-05 0.00024240445208661149 0.00043199309540075228 0.00082499772069726408 0.0006614834619352595 0.0010139836434517879 0.00046332730578318575 0.00011095604235797265 0.00050722969984311249 0.00083708019222874597 0.00045435943807428832 0.0006906684885091412 0.00074739881279450437 0.00037554484779430574 0.00058058929755867405 0.00041475100180744632 0.00074844702620815323 0.00020969476900861399 0.00055991964281635112 0.00055773008851901394 0.00065854561488533326 0.00072691249500184 0.00054377296620161783 0.00075728970223217569 0.00064569668494241102 0.00091057095986302129 0.00059754187448703003 0.00069446325614308079 0.00058602610405534303 0.0006206398742767765 0.00031639982104681434 0.00060316363463447885 0.00060549150545116106 0.00073341491985413096 0.00078276184277475643 0.00080937233901502573 0.00065421582350702091 0.00068008837649260556 0.00070824479166282223
leaf_weight=66 71 95 56 74 96 52 87 52 52 60 70 96 52 91 61 65 56 57 53 52 58 118 64 149 75 52 74 197 103 74 52 64 102 52 52 65 67 60 60
leaf_count=66 71 95 56 74 96 52 87 52 52 60 70 96 52 91 61 65 56 57 53 52 58 118 64 149 75 52 74 197 103 74 52 64 102 52 52 65 67 60 60
internal_value=0 0.000341607 0.000436612 0.000677379 0.000714105 0.000826321 0.000498199 0.000203352 0.000646012 0.000666812 0.000612594 0.000577254 0.000566736 0.000259837 0.000705211 0.000520066 0.000690304 0.000311908 0.000689123 0.000652903 0.000752127 0.000704571 0.000634483 0.000712919 0.000742631 0.000770351 0.000677392 0.000667676 0.000646777 0.000574115 0.000376663 0.000665339 0.000675059 0.000648915 0.000705631 0.000756394 0.000697404 0.000735295 0.000743157
internal_weight=0 665 394 2287 1053 184 299 271 1234 947 393 287 191 200 554 191 869 148 494 104 132 441 251 618 336 261 282 258 323 126 108 187 220 154 208 183 123 209 112
internal_count=2952 665 394 2287 1053 184 299 271 1234 947 393 287 191 200 554 191 869 148 494 104 132 441 251 618 336 261 282 258 323 126 108 187 220 154 208 183 123 209 112
is_linear=0
shrinkage=0.0032998


Tree=8999
num_leaves=24
num_cat=0
split_feature=1212 1212 394 1204 16 40 13 48 151 51 52 42 51 52 15 1 15 16 13 3 3 2 42
split_gain=0.0867428 0.20919 0.0649806 0.0499716 0.0540479 0.111505 0.0816857 0.0633329 0.114773 0.0632415 0.0600104 0.0950444 0.046912 0.0651103 0.0460845 0.0428668 0.106138 0.0368522 0.0470315 0.0324771 0.0302968 0.0297222 0.0178609
threshold=0.040035000000000008 0.087235000000000021 0.0044650000000000011 -0.080289999999999986 -0.0093249999999999982 -0.082804999999999976 -0.078724999999999976 0.090730000000000019 -0.082164999999999988 0.089215000000000017 -1.0000000180025095e-35 0.087220000000000006 -0.41601499999999997 -0.063199999999999992 0.09278500000000002 0.090820000000000012 -0.082809999999999981 -0.082359999999999989 -0.06809999999999998 -0.07718499999999999 -0.068734999999999977 0.10043500000000001 0.096490000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 14 8 -8 -10 12 20 -7 -14 15 19 -17 -3 -19 -5 -12 -9 -13
right_child=1 17 -4 4 5 10 7 21 9 -11 11 22 13 -15 -16 16 -18 18 -20 -21 -22 -23 -24
leaf_value=-0.0021751606980785444 0.013107049692491535 0.0051957559619459333 0.0074629974853927059 0.0021679498786173635 -0.0066374245483376776 0.0061123904355112986 0.010685188828434332 -0.002929053424528183 0.0029119946925709817 0.0081190554089018707 -0.00763692688225807 0.0043124474346336716 0.00074758304340926426 0.004775967495938757 -0.0028061512574920461 0.0017824173561114926 -0.0067979697882673829 0.0039663232401207843 -0.0017437842186737414 0.0067455129752465809 -0.0018629976581462692 0.0025064169327667406 4.2583953677413945e-05
leaf_weight=88 68 98 58 303 52 74 72 52 534 76 52 59 520 146 73 190 52 80 83 52 53 63 54
leaf_count=88 68 98 58 303 52 74 72 52 534 76 52 59 520 146 73 190 52 80 83 52 53 63 54
internal_value=0 0.00478672 0.00188313 0.00175626 0.00189666 0.000946413 0.00254965 0.0037021 0.00431815 0.00356369 0.00135994 -0.00108866 0.00208371 0.00163338 0.00117608 0.00166603 -5.38784e-05 0.00261209 0.0010477 0.00284353 -0.00473958 3.30165e-05 0.00228788
internal_weight=0 329 2623 2565 2477 1010 1467 797 682 610 958 218 740 666 670 597 242 261 163 355 105 115 113
internal_count=2952 329 2623 2565 2477 1010 1467 797 682 610 958 218 740 666 670 597 242 261 163 355 105 115 113
is_linear=0
shrinkage=0.16829


Tree=9000
num_leaves=30
num_cat=0
split_feature=1 1 1 3 1 2 131 3 42 4 133 2 4 4 4 42 16 3 1212 16 50 1 133 1213 3 3 3 402 133
split_gain=4.9515 1.22009 0.377104 0.27219 0.219959 0.216317 0.21389 0.164519 0.198173 0.151391 0.133657 0.119013 0.207336 0.153664 0.133399 0.101259 0.101223 0.0832213 0.103689 0.211954 0.0708938 0.066596 0.0655013 0.0643818 0.0535012 0.109552 0.0290745 0.0268253 0.0222246
threshold=0.12313000000000002 0.10331000000000003 0.15028500000000003 -0.034509999999999992 0.089245000000000005 0.10393500000000001 0.090495000000000006 0.31395500000000004 0.097585000000000019 0.008570000000000003 -0.016594999999999995 0.10043500000000001 -0.064609999999999987 0.0047050000000000008 -0.5055599999999999 0.090645000000000017 -0.076439999999999994 -0.085549999999999973 1.0000000180025095e-35 -0.080909999999999996 0.102455 0.091915000000000011 0.084675000000000014 -0.12077499999999998 0.040040000000000006 0.12168500000000002 -0.047774999999999991 0.081585000000000019 0.096875000000000017
decision_type=2 2 2 2 2 2 2 2 2 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 5 11 15 9 8 16 10 -6 14 -13 -14 -1 -3 -2 18 27 -20 23 -12 -23 -19 -5 -26 28 -16 -15
right_child=2 3 -4 24 6 -7 -8 -9 -10 -11 21 12 13 26 17 -17 -18 20 19 -21 -22 22 -24 -25 25 -27 -28 -29 -30
leaf_value=0.00082825267035496514 0.00023345940730967727 0.00071421996936312827 -7.931585474364119e-05 0.00029011207209925027 0.00041958980302408283 0.00040405450300919576 0.00071071617000658001 4.7851903142167951e-05 8.8275442264871255e-05 0.00038867423109935318 0.00050463746119274247 0.00042216720523174424 0.00074990564371912307 0.00064649121783378282 0.00063673358833350052 0.00051449466995642074 0.00042804078043506003 0.00079418759913472547 0.00066868387855498256 0.0004149222477888209 0.00059029985708448039 0.00068802528316997736 0.00054782370483092379 0.00067919905735063944 0.00051036126832247316 0.00029755348347973622 0.00050617740128006507 0.00070494591044330311 0.00054882045879596335
leaf_weight=52 58 59 63 93 58 97 90 53 52 69 62 65 84 70 376 56 61 62 76 70 95 102 62 662 52 56 52 90 52
leaf_count=52 58 59 63 93 58 97 90 53 52 69 62 65 84 70 376 56 61 62 76 70 95 102 62 662 52 56 52 90 52
internal_value=0 0.000602182 0.000145823 0.000437052 0.00063249 0.000519879 0.000565974 0.0002093 0.000259134 0.000528971 0.000562933 0.000648787 0.000590366 0.000632605 0.000661487 0.000617269 0.000333499 0.000655402 0.000625535 0.000547259 0.000677678 0.000599565 0.000635237 0.000689095 0.000349516 0.000400343 0.000575774 0.000649983 0.00060515
internal_weight=0 2662 287 413 2249 212 443 224 171 353 284 1806 323 258 1483 115 119 1431 612 146 819 226 164 724 201 108 174 466 122
internal_count=2949 2662 287 413 2249 212 443 224 171 353 284 1806 323 258 1483 115 119 1431 612 146 819 226 164 724 201 108 174 466 122
is_linear=0
shrinkage=0.0032998


Tree=9001
num_leaves=20
num_cat=0
split_feature=4 2 12 2 3 3 2 2 0 2 14 3 4 159 4 0 0 483 0
split_gain=4.00196 1.51472 0.594014 0.494471 0.354364 0.351632 0.238819 0.315261 0.217147 0.179912 0.157724 0.132001 0.171592 0.1483 0.127615 0.26602 0.117108 0.0783715 0.0732381
threshold=0.31392000000000003 0.13388500000000003 -1.0000000180025095e-35 0.15086000000000002 0.12955000000000003 0.10856000000000002 -0.007134999999999999 0.093765000000000015 -0.105195 0.15305000000000002 0.064610000000000015 -0.085549999999999973 0.018150000000000003 0.085345000000000018 -0.46195999999999998 -0.064994999999999983 -0.037444999999999992 0.089355000000000004 -0.12851999999999997
decision_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 8 10 -1 -8 -2 -3 11 14 17 -14 -4 -16 -10 -13 -9
right_child=3 9 5 -5 -6 -7 7 18 16 -11 -12 12 13 -15 15 -17 -18 -19 -20
leaf_value=0.00030710264865994213 0.00050194424306871407 0.00040021078380073083 0.00076777112465953486 -4.5326544385258415e-05 6.0783996116006538e-05 0.00046482497832777255 0.00074826871831016142 0.00037163423727071412 0.0001878260973550461 0.00014672212341638595 0.00082290200607171922 0.00072315826690533247 0.0005713324976267133 0.00077332897355233304 0.00064907449326930661 0.00043425467619193314 0.00038453571074639813 0.0006174718964783427 0.00054155044632891482
leaf_weight=55 80 67 81 52 52 85 62 59 69 57 86 1004 186 52 622 71 65 88 56
leaf_count=55 80 67 81 52 52 85 62 59 69 57 86 1004 186 52 622 71 65 88 56
internal_value=0 0.00064048 0.000658099 0.000248379 0.000305928 0.000674363 0.000498458 0.00055772 0.000365331 0.000283972 0.00068248 0.000676724 0.000696974 0.000615614 0.000641882 0.000627116 0.000283508 0.000714674 0.000454682
internal_weight=0 2631 2507 318 266 2275 232 177 214 124 2190 2104 1330 238 774 693 134 1092 115
internal_count=2949 2631 2507 318 266 2275 232 177 214 124 2190 2104 1330 238 774 693 134 1092 115
is_linear=0
shrinkage=0.0032998


Tree=9002
num_leaves=24
num_cat=0
split_feature=4 2 12 2 150 2 2 0 2 0 47 4 12 4 402 2 1446 16 16 12 16 40 0
split_gain=8.55604 3.47571 2.05465 0.896485 0.497823 0.491666 0.821366 0.574307 0.346869 0.346635 0.317513 0.349461 0.286322 0.213435 0.165133 0.16476 0.151758 0.161432 0.129357 0.125635 0.119203 0.110377 0.0938932
threshold=0.31392000000000003 0.13388500000000003 1.0000000180025095e-35 0.15086000000000002 0.081245000000000026 -0.0098549999999999974 0.098180000000000003 -0.12851999999999997 0.153865 -0.14920999999999998 0.077735000000000012 -0.031159999999999997 0.09253500000000002 0.032770000000000001 0.022145000000000001 0.099185000000000009 0.084275000000000017 -0.09583499999999999 -0.017744999999999997 -1.0000000180025095e-35 0.46043000000000006 -0.062739999999999976 -0.076384999999999995
decision_type=2 2 2 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 19 -1 10 -8 -3 -4 11 -7 15 14 22 16 17 -11 -18 21 -15 -2 -14
right_child=3 8 9 -5 -6 6 7 -9 -10 12 -12 -13 13 20 -16 -17 18 -19 -20 -21 -22 -23 -24
leaf_value=0.00047888232667925626 0.00035745779526948811 0.00052300725799617784 0.0012380591117772109 -6.2210737068441019e-05 0.00066510387248584551 0.0010314507278158069 0.00045386555906257691 0.00081468552048703693 0.00017050954782782759 0.0011121275056233189 0.0011289044480568959 0.00071905349206973629 0.0010283062956750167 0.00073938801300917707 0.00080018779661906948 0.0008484448940239154 0.0010265184685972401 0.00098350754160280666 0.0012404053293663701 0.00041556751412699612 0.0009340259512831562 0.00014089166586967616 0.00093348248721016622
leaf_weight=68 52 69 56 52 64 66 102 92 55 126 59 99 201 99 73 73 74 899 58 98 56 52 306
leaf_count=68 52 69 56 52 64 66 102 92 55 126 59 99 201 99 73 73 74 899 58 98 56 52 306
internal_value=0 0.000906691 0.000933374 0.000333465 0.000410948 0.000740438 0.000782904 0.000625158 0.000366942 0.000979753 0.000919366 0.000844226 0.000972374 0.000920265 0.000949689 0.00100348 0.00101324 0.000999353 0.00112077 0.000330249 0.000809936 0.000249513 0.000971145
internal_weight=0 2631 2507 318 266 486 418 194 124 2021 224 165 1965 735 580 1230 1157 1025 132 202 155 104 507
internal_count=2949 2631 2507 318 266 486 418 194 124 2021 224 165 1965 735 580 1230 1157 1025 132 202 155 104 507
is_linear=0
shrinkage=0.0032998


Tree=9003
num_leaves=27
num_cat=0
split_feature=1 1 39 0 39 14 0 1 49 0 1 0 160 1 133 0 47 49 1 160 1 49 1 1446 1 0
split_gain=15.0195 3.31194 0.716689 0.541027 0.686877 0.385625 0.605136 0.384138 0.383461 0.281084 0.215088 0.215062 0.207757 0.179043 0.100074 0.112342 0.0776138 0.0773651 0.0759715 0.276659 0.147571 0.063348 0.0609609 0.0553829 0.0714691 0.0441019
threshold=0.10557500000000002 0.13276500000000002 0.0047850000000000011 -0.11991499999999998 0.085505000000000012 0.073890000000000011 -0.10594499999999998 0.15028500000000003 0.0065400000000000015 -0.079249999999999987 0.086215000000000014 -0.079119999999999982 -0.034419999999999992 0.083065000000000014 0.11094500000000002 -0.083804999999999977 0.086785000000000015 0.0033550000000000003 0.081540000000000015 -0.060659999999999992 0.089370000000000019 0.09623000000000001 0.093100000000000002 0.037915000000000011 0.089245000000000005 -0.085604999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 17 12 6 8 11 13 14 -4 -3 -5 -1 23 -16 -14 -2 19 -11 -20 -21 -22 24 -8 -25
right_child=1 7 10 4 -6 -7 9 -9 -10 18 -12 -13 16 -15 15 -17 -18 -19 20 21 22 -23 -24 25 -26 -27
leaf_value=0.00060369780865126177 0.00019658059642612663 -0.00025381074418026557 0.00059716069720270693 0.00032880394209724848 0.00011979618365291135 0.00093677609940861887 0.00076942734323104704 -0.00042164128364623025 0.000753826477675618 0.00047862244562417916 0.00033182275185372946 -2.7228945600983024e-06 0.00048993796758870964 0.00036135145119777038 0.00054684420132300752 0.00075512366493559846 0.00065285598496662111 4.0461368314288808e-05 0.00086873162951708557 0.0007116002698233291 0.00058742607895755289 0.0005941958676804113 0.0007136937877658075 0.0007767423115535775 0.00067892422776460527 0.0009031499142002588
leaf_weight=52 96 67 69 61 76 84 814 63 64 88 66 84 75 96 52 67 60 55 57 267 63 67 153 77 116 60
leaf_count=52 96 67 69 61 76 84 814 63 64 88 66 84 75 96 52 67 60 55 57 267 63 67 153 77 116 60
internal_value=0 0.000129432 0.000701758 0.000298703 0.000386706 0.000716256 0.000707389 -0.00020499 0.00053961 0.00072628 0.000467701 -0.000114366 0.000490021 0.000446738 0.000757397 0.000664407 0.000562607 0.000139949 0.000673128 0.000644544 0.000717184 0.000688155 0.000677029 0.000767735 0.000758177 0.00083236
internal_weight=0 637 2312 423 272 2177 2093 214 212 1881 135 151 196 148 1186 119 135 151 695 422 273 334 216 1067 930 137
internal_count=2949 637 2312 423 272 2177 2093 214 212 1881 135 151 196 148 1186 119 135 151 695 422 273 334 216 1067 930 137
is_linear=0
shrinkage=0.0032998


Tree=9004
num_leaves=26
num_cat=0
split_feature=1 3 4 3 49 1 1 52 12 16 4 51 4 0 4 52 49 12 133 49 1 4 12 49 12
split_gain=5.01728 1.40848 0.626501 0.57251 0.450979 0.362317 0.239854 0.208656 0.173513 0.173444 0.195862 0.158105 0.220363 0.378205 0.13254 0.104697 0.0986862 0.109714 0.0941414 0.0870985 0.0616719 0.0630587 0.0511992 0.0500155 0.0276988
threshold=0.10331000000000003 0.3148450000000001 -0.37626499999999991 -0.053364999999999996 -0.026279999999999998 0.085880000000000026 0.13300500000000001 -0.080219999999999986 -0.088999999999999982 -0.074904999999999985 0.032770000000000001 0.11178000000000002 -0.49010499999999996 -0.060094999999999989 0.41552000000000006 -0.077114999999999975 0.099620000000000014 0.082165000000000016 0.041800000000000011 -0.010069999999999997 0.090540000000000023 0.066300000000000012 0.094955000000000025 -0.0086549999999999978 -0.014854999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 14 5 18 7 -5 -6 16 11 12 -11 -14 19 -7 17 -10 -1 -4 21 -19 -12 -9 -25
right_child=1 -3 3 6 8 15 -8 23 9 10 22 -13 13 -15 -16 -17 -18 20 -20 -21 -22 -23 -24 24 -26
leaf_value=0.00074234143639002306 0.00070221301453632845 -1.8800460246325534e-05 0.00044913194793127359 0.00017317129932138955 0.00051147386265025139 0.00049901788998653752 0.00014552951570431482 0.00032055931922613559 0.00088117658343491248 0.0008616793997243624 0.00045635325678531399 0.00051985125342178832 0.0007021698031506509 0.00045637388126737585 0.00037574140771513202 0.0002899748566811509 0.00059201813136663885 0.00075107972205142211 0.000568572533147681 0.00061906599959293004 0.00063530313659306882 0.00063317138592071571 0.00060762807254961001 0.00049414811443197521 0.00038580679991726593
leaf_weight=69 73 94 52 58 57 55 93 56 60 81 52 61 744 76 60 52 53 635 73 100 71 58 52 61 53
leaf_count=69 73 94 52 58 57 55 93 56 60 81 52 61 744 76 60 52 53 635 73 100 71 58 52 61 53
internal_value=0 0.000356667 0.000414966 0.000375559 0.000676692 0.000543605 0.000287418 0.000345139 0.000693244 0.000698558 0.000669896 0.000684731 0.000695855 0.000679432 0.000508851 0.000397756 0.000733358 0.000742406 0.000653258 0.000561162 0.000731461 0.000741262 0.000532329 0.000403603 0.000444088
internal_weight=0 700 606 533 2249 249 321 228 2000 1943 1066 962 901 820 212 107 877 824 142 152 764 693 104 170 114
internal_count=2949 700 606 533 2249 249 321 228 2000 1943 1066 962 901 820 212 107 877 824 142 152 764 693 104 170 114
is_linear=0
shrinkage=0.0032998


Tree=9005
num_leaves=24
num_cat=0
split_feature=1 12 3 1 0 10 13 3 123 3 0 1186 3 16 475 0 16 12 1456 13 0 0 13
split_gain=9.8727 2.29161 1.93382 1.09579 0.474063 0.262539 0.262485 0.250825 0.226015 0.330884 0.199935 0.179583 0.159888 0.142941 0.131356 0.128832 0.142465 0.123758 0.168371 0.0936373 0.068807 0.0978182 0.0376932
threshold=0.11156000000000001 0.056995000000000011 -0.036264999999999992 0.095920000000000019 -0.037444999999999992 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.073614999999999986 0.085705000000000017 0.28833000000000003 -0.061204999999999989 0.069705000000000003 -0.15105999999999997 -0.06421499999999998 -0.030974999999999999 -0.037444999999999992 -0.034884999999999992 0.083785000000000012 -0.11497999999999998 -0.09547499999999999 -0.095724999999999991 -0.079324999999999993 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
left_child=1 3 4 14 13 -4 -5 11 9 -7 20 12 22 -2 -1 16 -16 -14 -19 -20 -9 -22 -3
right_child=2 7 5 6 -6 8 -8 10 -10 -11 -12 -13 17 -15 15 -17 -18 18 19 -21 21 -23 -24
leaf_value=0.0007404513472026986 0.00070395721746339956 0.0011999442195131684 0.00013434420965309309 0.00044208271728278948 0.00046787763102213771 0.00055370054446112784 0.0006884722050604675 0.0010731150873877031 0.00021051725777349237 0.00025654649095022326 0.00074169701836493851 0.00121942198214575 0.0011302871692968521 0.00093210728066596817 0.00089778648929203584 0.00079142935843933037 0.0011007535506655434 0.00081974777178042604 0.0009006679553286137 0.0010217640998546377 0.00081598527983631815 0.00099513859031732542 0.0010809808019117773
leaf_weight=52 52 63 75 94 53 96 97 55 78 72 55 56 101 77 102 58 64 52 79 1279 55 98 77
leaf_count=52 52 63 75 94 53 96 97 55 78 72 55 56 101 77 102 58 64 52 79 1279 55 98 77
internal_value=0 0.000968175 0.000460258 0.000760048 0.000732121 0.000306008 0.000567397 0.00101749 0.000358201 0.000426559 0.000921381 0.00103228 0.00102591 0.000840413 0.000893241 0.000928553 0.000976251 0.0010158 0.00100758 0.00101475 0.000968724 0.000930967 0.00113477
internal_weight=0 2437 503 467 182 321 191 1970 246 168 263 1707 1651 129 276 224 166 1511 1410 1358 208 153 140
internal_count=2940 2437 503 467 182 321 191 1970 246 168 263 1707 1651 129 276 224 166 1511 1410 1358 208 153 140
is_linear=0
shrinkage=0.0032998


Tree=9006
num_leaves=26
num_cat=0
split_feature=4 1 150 15 16 52 43 15 4 15 11 156 52 16 15 16 160 15 47 4 159 4 4 160 42
split_gain=2.33268 0.679562 0.474454 0.284321 0.249077 0.208002 0.138628 0.128708 0.188184 0.121112 0.139691 0.111533 0.103332 0.102879 0.095793 0.342124 0.0958239 0.090939 0.0645019 0.0644833 0.0602181 0.0581707 0.0498826 0.0191816 0.015066
threshold=0.31392000000000003 0.10398500000000001 0.086420000000000011 -0.41725999999999991 0.24624500000000002 -0.046194999999999993 -0.049999999999999996 -0.12431499999999999 0.054720000000000012 0.039965000000000007 0.074925000000000005 -0.080669999999999978 -0.0014699999999999997 -0.53242499999999993 -0.0080049999999999982 0.066010000000000013 0.085700000000000012 0.11082500000000002 0.090515000000000026 -0.075324999999999989 -0.092104999999999979 -0.0073499999999999998 0.51326500000000019 -1.0000000180025095e-35 0.088185000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 6 5 -3 -2 23 9 11 17 -9 -10 -5 16 -16 -13 19 -6 -11 -19 -7 -8 -1 -14
right_child=3 2 -4 13 18 21 22 8 12 10 -12 14 24 -15 15 -17 -18 20 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00069628092884575017 0.00021443690721811715 0.00025716091441034192 0.00018116913560407917 0.00019643207364157783 0.00067799540464160335 0.00056476227203081564 0.00047359266072101333 0.00066444835291419038 0.00033023428999657932 0.00057850727766532262 0.0007526608840024672 0.00056440597895204229 0.00052505514327591378 1.4391353297874419e-05 0.00034348677079476856 0.00059292696317299028 0.00045435401245581564 0.00057533363016215003 0.00051041342112575811 0.00067712325598101098 0.00044167070627680708 0.0004156785059927104 0.00032604916367198696 0.00061443318576789895 0.00045072283181667465
leaf_weight=62 76 75 82 87 53 52 53 64 56 690 52 457 98 56 126 116 111 69 53 86 88 71 52 98 57
leaf_count=62 76 75 82 87 53 52 53 64 56 690 52 457 98 56 126 116 111 69 53 86 88 71 52 98 57
internal_value=0 0.000532796 0.000404626 0.000235767 0.000464784 0.000395143 0.000322777 0.000554966 0.000547884 0.000558566 0.000584007 0.000529853 0.000453603 0.00012539 0.000519175 0.000463199 0.000542961 0.00057457 0.000594537 0.000589482 0.000500639 0.000478992 0.000400859 0.000646369 0.000497947
internal_weight=0 2616 386 324 304 198 181 2230 2070 1859 985 874 211 143 810 242 568 933 106 776 157 123 105 160 155
internal_count=2940 2616 386 324 304 198 181 2230 2070 1859 985 874 211 143 810 242 568 933 106 776 157 123 105 160 155
is_linear=0
shrinkage=0.0032998


Tree=9007
num_leaves=36
num_cat=0
split_feature=3 52 0 2 2 2 12 1 12 12 14 12 2 3 51 1 132 3 2 12 123 0 3 0 130 2 456 52 12 1 131 3 3 3 3
split_gain=0.160847 0.13531 0.22375 0.109648 0.174402 0.0833699 0.0774434 0.111523 0.168248 0.11493 0.0603541 0.057906 0.0627989 0.0876239 0.0564995 0.072467 0.0534182 0.0771358 0.0506085 0.0482825 0.143692 0.0616868 0.0473787 0.0453515 0.041328 0.0407338 0.0390121 0.0468208 0.0322221 0.0665223 0.0283993 0.0269372 0.0253357 0.0447176 0.0135988
threshold=-0.0088549999999999983 -0.16495999999999997 -0.040094999999999992 0.079770000000000021 0.092250000000000013 0.084045000000000022 0.086365000000000011 0.081005000000000008 -0.067899999999999988 0.083725000000000008 -1.0000000180025095e-35 0.087665000000000007 0.10052500000000002 -0.10519499999999998 0.08623500000000002 0.10500500000000001 0.020305000000000004 -0.12077499999999998 0.10510500000000002 0.083785000000000012 0.083430000000000018 -0.082404999999999992 -0.082294999999999993 -0.085894999999999985 0.099045000000000008 0.092005000000000017 0.041000000000000002 -0.013914999999999999 0.09253500000000002 0.090485000000000024 0.096160000000000009 -0.080654999999999991 -0.15105999999999997 -0.072649999999999978 -0.082474999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 16 7 9 -9 -7 -6 34 13 -13 15 -12 17 -1 -14 20 -19 23 26 31 25 -15 27 -11 29 -23 -30 -21 -20 -34 -8
right_child=1 2 -4 4 10 6 11 8 -10 22 14 12 18 24 -16 -17 -18 19 32 21 -22 28 -24 -25 -26 -27 -28 -29 30 -31 -32 -33 33 -35 -36
leaf_value=0.01288467552094298 -0.0038333369576750336 -0.0036800861148235976 0.011549202783728417 0.0099902352066025407 0.006179278326378033 0.0095680739944807702 0.007390444411534091 0.0047360795236130243 -0.0070987363486897763 0.009129752027059717 -0.0066223278287712564 0.0088327432740862247 0.011094361300181267 0.0039749860326470298 0.0045235879937458243 0.00088423938224386491 0.0017927320589095287 0.015203196322481446 0.0030512134702516615 0.0073232632067343345 0.0032415352113549386 0.0060445822987716591 -0.0008221204215605551 0.0008361545137328723 0.0075526873463523112 0.00066666511501833968 4.7577218063389837e-05 0.0031729332566994982 0.0048329945929147704 0.01437871043946618 0.0094856452806804277 0.0025538583756892987 0.0089798528259031583 0.0041017877179149306 0.010995992034037319
leaf_weight=64 86 82 80 81 52 96 79 69 67 60 57 90 66 246 53 100 55 64 70 102 52 59 74 84 53 187 52 103 125 52 55 52 120 99 54
leaf_count=64 86 82 80 81 52 96 79 69 67 60 57 90 66 246 53 100 55 64 70 102 52 59 74 84 53 187 52 103 125 52 55 52 120 99 54
internal_value=0 0.00232746 0.00338019 0.00183826 0.00316276 0.00543937 0.00473966 0.00305093 -0.0010811 0.00451523 0.00104512 0.00556487 0.00509109 0.00399851 -0.000217645 -0.00182963 0.00688864 0.00728141 0.00685877 0.00672264 0.00985656 0.00603204 0.00283056 0.00400674 0.00309959 0.00255037 0.00409611 0.00537665 0.0076823 0.00996504 0.00626462 0.00572448 0.00588525 0.0067829 0.00886786
internal_weight=0 591 505 425 343 2349 1585 521 136 385 262 1064 931 576 210 157 764 709 355 645 116 529 289 238 486 433 215 163 291 111 180 154 289 219 133
internal_count=2940 591 505 425 343 2349 1585 521 136 385 262 1064 931 576 210 157 764 709 355 645 116 529 289 238 486 433 215 163 291 111 180 154 289 219 133
is_linear=0
shrinkage=0.16829


Tree=9008
num_leaves=23
num_cat=0
split_feature=4 43 13 457 12 16 4 0 12 4 13 0 4 0 479 456 12 0 13 16 43 16
split_gain=0.102973 0.10228 0.100865 0.074973 0.0721704 0.114076 0.0666598 0.0614959 0.060615 0.0809726 0.0693199 0.056456 0.303691 0.13459 0.0572573 0.0692794 0.066036 0.0509624 0.0444589 0.0396526 0.0382766 0.0363744
threshold=0.0054350000000000015 -0.049999999999999996 -0.24426999999999996 0.09037000000000002 0.090745000000000006 -0.4136149999999999 0.0011850000000000003 -0.074504999999999988 -0.12305999999999999 0.27020000000000005 -0.0015099999999999998 -0.11073999999999999 -0.062804999999999986 -0.096444999999999989 0.077560000000000018 0.084955000000000017 -1.0000000180025095e-35 -0.108275 -0.084744999999999987 -0.50720999999999983 -0.084114999999999981 -0.11158
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 8 5 20 11 -7 -3 10 17 12 -4 -13 15 16 -15 -10 -17 -11 -2 -6
right_child=1 3 6 -5 21 7 -8 -9 9 19 -12 13 -14 14 -16 18 -18 -19 -20 -21 -22 -23
leaf_value=-0.0021337737748866256 0.0055201957077257698 0.0099533872823825958 0.010072823979719869 -0.0018083634854449929 -0.00031744459370159803 -0.0096129729438261952 0.0098983079111886856 -0.0015701715233297298 0.0077078589804032132 -0.0026232242632174326 0.0097871969210196648 0.013146089046363009 -0.0046917314036898864 0.00022038504552678351 -0.00028298875287977672 0.0053497890180715648 0.0048417090280072428 0.0012875142137585447 0.01211675742560989 0.0030603149665018523 -0.00091229417778973879 0.0051225099996869954
leaf_weight=60 52 56 69 55 54 53 72 56 57 56 85 55 92 94 63 54 1467 93 59 91 52 95
leaf_count=60 52 56 69 55 54 53 72 56 57 56 85 55 92 94 63 54 1467 93 59 91 52 95
internal_value=0 0.00244703 0.00464552 0.00402456 0.000293647 -0.00168828 0.00484728 -0.00549737 0.00476111 0.00399524 0.00593443 0.00466014 0.00162478 0.00493185 0.00467072 0.00485823 0.00456457 0.00373922 0.00889888 0.000882935 0.00228668 0.00313893
internal_weight=0 855 2085 493 362 213 2025 109 438 382 235 1953 161 1792 1737 1674 1561 150 113 147 104 149
internal_count=2940 855 2085 493 362 213 2025 109 438 382 235 1953 161 1792 1737 1674 1561 150 113 147 104 149
is_linear=0
shrinkage=0.16829


Tree=9009
num_leaves=17
num_cat=0
split_feature=1 3 3 12 52 10 0 1 12 48 0 1 3 1 11 3
split_gain=2.85105 0.637486 0.587776 0.320258 0.226414 0.187093 0.136303 0.112031 0.0807041 0.0954007 0.157004 0.152256 0.0708288 0.0628515 0.0734436 0.0317832
threshold=0.11156000000000001 -0.036264999999999992 0.11878500000000002 -0.088684999999999986 -0.072144999999999987 -0.00189 -0.072849999999999984 0.096475000000000019 0.11755500000000001 -0.024949999999999996 -0.23043999999999995 0.085110000000000005 0.12955000000000003 0.10471000000000001 1.0000000180025095e-35 -0.080854999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 -2 -3 12 -1 9 11 -11 -5 -7 14 -12 -6
right_child=1 5 -4 8 15 6 -8 -9 -10 10 13 -13 -14 -15 -16 -17
leaf_value=0.00051776452692954393 0.00062937525836589514 6.3778129219747991e-05 0.00023142908072417697 0.00061931732740172648 0.00033043607889004628 0.00010487279022754695 0.00035315052970553588 0.0003073229484255936 0.00047876789537878474 0.00077731355092451994 0.00059201370258632924 0.00036537268121153416 0.00025114890642179014 0.00050778197986728595 0.00067916190474177343 0.00044120612599038238
leaf_weight=54 57 73 54 53 73 61 95 59 73 53 1826 52 92 95 118 52
leaf_count=54 57 73 54 53 73 61 95 59 73 53 1826 52 92 95 118 52
internal_value=0 0.000299917 0.000572948 0.000580672 0.000456096 0.000211258 0.000254527 0.0004082 0.000589242 0.000592897 0.000597849 0.00049389 0.00019306 0.000593167 0.000597322 0.000376798
internal_weight=0 503 2437 2383 182 321 248 113 2270 2197 2092 105 153 2039 1944 125
internal_count=2940 503 2437 2383 182 321 248 113 2270 2197 2092 105 153 2039 1944 125
is_linear=0
shrinkage=0.0032998


Tree=9010
num_leaves=25
num_cat=0
split_feature=4 2 123 4 3 2 42 2 2 0 0 49 3 12 0 403 403 12 12 52 42 12 4 2
split_gain=6.52766 1.65667 0.567655 0.431457 0.415557 0.307869 0.36443 0.2842 0.266672 0.199819 0.194167 0.264416 0.184712 0.177967 0.145079 0.0880149 0.131422 0.105544 0.097945 0.084338 0.0960086 0.0695635 0.0655515 0.0228755
threshold=0.27258000000000004 0.12068000000000001 1.0000000180025095e-35 -0.071344999999999992 0.10402500000000002 0.14073000000000005 0.09112000000000002 0.094580000000000011 0.14253500000000002 -0.10028499999999999 -0.14867499999999997 -0.088694999999999982 0.11878500000000002 0.086445000000000008 -0.076734999999999984 -0.088654999999999984 -0.23730999999999999 0.092355000000000007 0.087400000000000019 0.08869500000000001 0.086635000000000004 0.108725 -0.5055599999999999 0.11218000000000002
decision_type=2 2 2 2 2 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 7 6 12 10 -3 -1 -5 -12 23 -9 -4 16 17 -11 -18 22 -21 -15 -17 -2
right_child=5 8 14 4 -6 -7 -8 13 -10 15 11 -13 -14 21 -16 19 18 -19 -20 20 -22 -23 -24 -25
leaf_value=0.0010215828375781067 0.00046378873766054351 0.00059745011285606479 0.00069830454277572211 0.00098105260820130925 0.00049718073765431215 0.00012230118354052995 0.00016704465638254568 0.00054956421226697873 0.00034498722788494556 0.00074609328607706999 0.00057895493712305625 0.00082052351410607496 0.00027932844099263143 0.00071164406810842319 0.00047807549465755776 0.00095897019859255805 0.0010970951364836544 0.00092681911524893177 0.00089768464929370674 0.00084812154959463398 0.00069043077886941191 0.00083239835664452038 0.00083917541782026585 0.00056076523197654612
leaf_weight=84 66 98 70 76 57 84 80 65 87 73 54 736 57 214 64 61 53 75 62 86 91 75 465 56
leaf_count=84 66 98 70 76 57 84 80 65 87 73 54 736 57 214 64 61 53 75 62 86 91 75 465 56
internal_value=0 0.000780535 0.000803195 0.000815261 0.000774254 0.000296538 0.000352911 0.000787171 0.000478915 0.0008651 0.00081963 0.000804056 0.000435783 0.000707666 0.000593383 0.000851456 0.000904504 0.000837915 0.000989893 0.000831561 0.000767248 0.000743104 0.000853135 0.000508591
internal_weight=0 2646 2461 2327 1277 343 259 1220 185 1050 866 790 179 354 134 966 263 148 115 703 177 289 526 122
internal_count=2989 2646 2461 2327 1277 343 259 1220 185 1050 866 790 179 354 134 966 263 148 115 703 177 289 526 122
is_linear=0
shrinkage=0.0032998


Tree=9011
num_leaves=17
num_cat=0
split_feature=4 44 1453 10 13 376 13 4 41 4 16 16 52 52 1 1
split_gain=0.15951 0.122497 0.106435 0.0827901 0.0878543 0.0816883 0.0813087 0.082216 0.0742856 0.0698221 0.103246 0.0545993 0.0787123 0.0771263 0.0433575 0.0195489
threshold=0.27020000000000005 0.081835000000000019 -0.064559999999999992 0.096095000000000014 -0.23438999999999996 0.085450000000000012 -0.087669999999999984 0.42642000000000008 0.084515000000000021 -0.37626499999999991 0.25032500000000008 -0.014854999999999998 0.0035300000000000006 -0.08403999999999999 0.10198500000000001 0.13148500000000005
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 8 -6 -8 9 10 -4 13 -13 -11 -12 -9
right_child=3 -3 5 -5 6 -7 7 15 -10 11 14 12 -14 -15 -16 -17
leaf_value=-0.00051985841845583779 0.0082695250756580074 0.01291149870617307 0.013403037450852638 -0.0048987719013214043 -0.0046259398146386282 -0.0015619019533376103 -0.0013345703285637962 0.0080587532610394332 -0.0004338052145795721 0.011894685555932391 0.0016896141395601708 0.004685548108531252 0.00023257244956777508 0.0054322100272713933 0.0085159936645860471 0.0033817186375098003
leaf_weight=102 56 54 73 54 58 52 84 52 65 55 53 673 136 1315 54 53
leaf_count=102 56 54 73 54 58 52 84 52 65 55 53 673 136 1315 54 53
internal_value=0 0.00495911 0.00479184 0.00116146 0.00224743 0.00501138 0.000874823 0.00257239 0.00515313 0.00530783 0.00850793 0.00504266 0.00393918 0.00569296 0.00515149 0.00571508
internal_weight=0 2632 2578 357 303 2476 247 189 2424 2359 180 2179 809 1370 107 105
internal_count=2989 2632 2578 357 303 2476 247 189 2424 2359 180 2179 809 1370 107 105
is_linear=0
shrinkage=0.16829


Tree=9012
num_leaves=22
num_cat=0
split_feature=403 1213 45 1 4 43 3 3 1 3 403 457 15 3 13 1447 1 43 43 52 3
split_gain=0.14674 0.444228 0.104756 0.088755 0.0681884 0.121529 0.0716783 0.0682614 0.160917 0.0846241 0.11335 0.0648059 0.0623145 0.0563635 0.0722059 0.0443842 0.0398077 0.0384194 0.0325946 0.0385954 0.0145522
threshold=-0.088854999999999976 -0.052964999999999991 1.0000000180025095e-35 0.13546500000000003 -0.22295999999999996 -0.026789999999999998 -0.24156999999999998 0.11269500000000002 0.11215000000000001 -0.087284999999999988 -0.030264999999999997 -0.09003499999999999 0.095010000000000025 -0.010434999999999998 -0.13871999999999998 -0.050039999999999994 0.085550000000000015 -0.0078799999999999981 -0.025079999999999995 0.08869500000000001 0.094635000000000011
decision_type=2 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 9 -9 10 -6 -11 -12 -5 -15 -13 17 18 19 -3 -8
right_child=2 16 -4 13 7 6 20 8 -10 11 12 15 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.020137411467514334 -0.00071248384718133927 0.006151516964867083 0.010088034825880986 0.0036120169827144294 -0.0047814933673453386 0.0035564606308780781 0.013286880114582057 -0.0074121464864457375 0.0046878088155098583 0.0095819229053324788 0.0031748476628532876 0.0063938687549038777 -0.0029928197166138397 0.0011360867461358067 -0.0073783467254007837 0.0034378940876603108 0.0076156838253005048 0.0068365503689059677 -0.0013201407215687742 4.4899651970969703e-05 0.0091154684162223013
leaf_weight=60 52 69 63 60 70 53 52 56 70 57 411 164 52 61 52 1283 80 63 57 52 52
leaf_count=60 52 69 63 60 70 53 52 56 70 57 411 164 52 61 52 1283 80 63 57 52 52
internal_value=0 0.00683762 0.00329617 0.00312734 0.00339584 0.006307 0.00864336 0.00311372 -0.000675691 0.003349 0.00152146 0.00399546 0.00247827 -0.000543691 -0.00276616 0.00377416 0.00434608 0.00325328 0.00197495 0.00354203 0.0112184
internal_weight=0 381 2608 2545 2372 209 157 2163 126 2037 533 1504 463 173 113 1447 321 241 178 121 104
internal_count=2989 381 2608 2545 2372 209 157 2163 126 2037 533 1504 463 173 113 1447 321 241 178 121 104
is_linear=0
shrinkage=0.16829


Tree=9013
num_leaves=13
num_cat=0
split_feature=403 403 44 123 1 12 1453 41 12 455 106 12
split_gain=0.114353 0.253922 0.0864429 0.0649969 0.0754311 0.061348 0.0560559 0.0576974 0.216694 0.0644591 0.0645818 0.0337935
threshold=-0.10012499999999998 -0.23730999999999999 0.081835000000000019 0.11029000000000001 0.14860500000000001 0.092355000000000007 -0.075794999999999987 0.077915000000000012 0.086885000000000004 1.0000000180025095e-35 0.08024000000000002 0.096675000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 6 -1 -2 9 -9 10 -8 -7
right_child=2 -3 -4 -5 -6 11 7 8 -10 -11 -12 -13
leaf_value=-0.00025434316903488621 -0.0012826035643552327 0.013320801018746177 0.0093087749628813568 -0.0032617083142739093 -0.0031493842822551354 0.0085082022052644438 0.0029222829036068612 0.0051869705315503375 -0.0088363417868597728 0.0083825239684560161 0.0088322776319202257 0.0030207682975426668
leaf_weight=94 88 97 56 52 60 56 2158 78 52 67 54 77
leaf_count=94 88 97 56 52 60 56 2158 78 52 67 54 77
internal_value=0 0.00610822 0.00275415 0.00261277 0.00273294 0.00301828 0.002875 0.00302762 -0.000408535 0.00322442 0.00306737 0.00534478
internal_weight=0 324 2665 2609 2557 227 2497 2409 130 2279 2212 133
internal_count=2989 324 2665 2609 2557 227 2497 2409 130 2279 2212 133
is_linear=0
shrinkage=0.16829


Tree=9014
num_leaves=26
num_cat=0
split_feature=12 12 16 13 159 16 12 13 49 16 13 43 52 12 52 48 49 16 16 16 13 12 16 12 13
split_gain=3.10505 0.776619 0.704667 0.526254 0.399773 0.365395 0.276985 0.232985 0.334108 0.228416 0.183799 0.158476 0.27929 0.148363 0.131507 0.125936 0.100477 0.0848349 0.0578915 0.0965728 0.0723539 0.052652 0.0427172 0.0186199 0.0111445
threshold=0.056995000000000011 0.15058500000000002 -0.10850999999999998 -0.004409999999999999 0.080875000000000016 -0.16956499999999999 0.083400000000000016 0.0044550000000000006 -0.06017999999999999 0.11160500000000002 -0.071964999999999987 0.086765000000000023 0.008405000000000001 0.10312 0.0035300000000000006 0.086410000000000015 -0.047859999999999993 0.0060400000000000011 0.19384500000000002 0.070590000000000014 0.011265000000000002 -0.089649999999999994 -0.019749999999999993 0.10859000000000001 0.0040450000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 10 4 15 11 -7 8 -5 22 21 12 -2 16 -12 -4 -8 23 19 -18 -20 -1 -10 -15 -25
right_child=1 -3 3 7 -6 6 13 -9 9 -11 14 -13 -14 17 -16 -17 18 -19 20 -21 -22 -23 -24 24 -26
leaf_value=0.00042454321515723425 0.00046598715086035655 0.00042609917835303193 0.0007490227361714128 0.0010395925896345725 0.00035703286191996993 0.00104624116913891 0.00074092145950740984 0.00059361305861528385 0.00071204944026558709 0.00089861277061744846 0.0004637123709336818 0.00084655809030266386 0.00077684261841707322 0.00075258335264840649 0.00066273634071516662 0.00054982601929640562 0.00086246360555864625 0.00068018430918689811 0.00084624859956065304 0.0010091743450822328 0.00071387487874038436 0.00029115087644045212 0.00057579909048278088 0.0007946326958327679 0.0008746855137108777
leaf_weight=87 61 52 69 52 83 76 87 77 55 61 100 53 67 53 59 74 1213 88 179 54 66 55 55 53 60
leaf_count=87 61 52 69 52 83 76 87 77 55 61 100 53 67 53 59 74 1213 88 179 54 66 55 55 53 60
internal_value=0 0.000825869 0.00058794 0.000660958 0.00054015 0.000835704 0.000849087 0.00075185 0.00080633 0.00073519 0.000460222 0.000692882 0.000628976 0.000840982 0.000537786 0.000646188 0.000852945 0.000765533 0.000859368 0.000868744 0.000810733 0.000373125 0.000644245 0.000810567 0.00083745
internal_weight=0 2162 827 526 226 2110 1929 300 223 171 301 181 128 1853 159 143 1599 254 1512 1267 245 142 110 166 113
internal_count=2989 2162 827 526 226 2110 1929 300 223 171 301 181 128 1853 159 143 1599 254 1512 1267 245 142 110 166 113
is_linear=0
shrinkage=0.0032998


Tree=9015
num_leaves=30
num_cat=0
split_feature=1 3 2 2 3 2 15 1 11 3 15 16 1 15 2 42 1 160 3 1 42 1 43 43 13 3 13 16 15
split_gain=18.7945 3.64591 1.48487 1.38509 1.00203 0.787024 0.612583 0.532534 0.497377 0.428535 0.390418 0.382612 0.265066 0.208552 0.194579 0.185265 0.168184 0.101634 0.0938993 0.11438 0.0888195 0.0760801 0.162424 0.0709754 0.0558231 0.0505251 0.037895 0.0290489 0.023834
threshold=0.10398500000000001 -0.053364999999999996 0.14744000000000002 0.11426500000000002 -0.066229999999999997 -1.0000000180025095e-35 -0.077474999999999988 0.094715000000000008 1.0000000180025095e-35 -0.115685 1.0000000180025095e-35 -0.067654999999999979 0.12040000000000002 0.088740000000000013 0.095565000000000011 0.11357500000000002 0.088035000000000016 0.0065900000000000012 -0.078759999999999983 0.090540000000000023 -0.09361499999999999 0.079225000000000004 -0.012509999999999999 0.018455000000000003 -0.050424999999999991 -0.08322499999999998 -0.069874999999999979 -0.040874999999999995 -0.065984999999999988
decision_type=2 2 2 2 2 2 2 2 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 11 8 -3 12 15 9 -1 -10 -2 -7 14 20 16 21 28 19 25 -11 22 -6 -22 -13 -15 27 -20 -16
right_child=1 2 -4 -5 7 6 -8 -9 10 13 -12 24 -14 18 17 -17 -18 -19 26 -21 23 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00094194949293769487 0.00079982055405310626 0.00020878618693960291 -2.142336716931293e-05 0.00049250716159489599 0.0012408989546329125 0.00052410533674437107 0.00075356718085263594 0.00080069392815265044 0.0012299726650659229 0.0013310381904637237 0.0016057604434126654 0.0012239628418180481 0.00022545343168633937 0.0010791627677807813 0.0010280929979710003 0.00089211517750065433 0.00097015152352821464 0.0012444636352304942 0.0012794936080779459 0.00095028837401969269 0.001232165284966114 0.0012373406167512499 0.0010210145230216817 0.001113370508181848 0.0010641461374522633 0.0011814147254375269 0.0011133425844204233 0.0011671903832360386 0.001127632825668489
leaf_weight=81 52 103 92 76 63 88 99 96 70 101 55 56 52 136 83 52 76 53 67 53 783 82 97 66 52 108 56 61 57
leaf_count=81 52 103 92 76 63 88 99 96 70 101 55 56 52 136 83 52 76 53 67 53 783 82 97 66 52 108 56 61 57
internal_value=0 0.000529988 0.000350351 0.000860188 0.00115825 0.000450464 0.000554471 0.00102112 0.00119315 0.00117829 0.0013956 0.00103462 0.000413429 0.00119006 0.00121474 0.00107821 0.00110854 0.00111727 0.00113134 0.00109358 0.0012345 0.00115185 0.00110781 0.00122297 0.00114734 0.00112457 0.00119208 0.00122625 0.00106887
internal_weight=0 670 434 236 2296 342 239 466 1830 1705 125 160 140 1624 1143 370 318 193 481 297 950 242 160 849 108 244 184 128 140
internal_count=2966 670 434 236 2296 342 239 466 1830 1705 125 160 140 1624 1143 370 318 193 481 297 950 242 160 849 108 244 184 128 140
is_linear=0
shrinkage=0.0032998


Tree=9016
num_leaves=25
num_cat=0
split_feature=2 12 2 3 2 3 2 3 12 13 12 13 133 43 2 43 49 49 3 3 12 49 483 3
split_gain=3.74085 1.87103 0.734462 0.702321 0.493078 0.38064 0.235934 0.214521 0.196831 0.180309 0.23743 0.174871 0.169163 0.154518 0.109778 0.0990126 0.0945745 0.186202 0.0926592 0.0876434 0.0665246 0.0923983 0.0824074 0.059356
threshold=0.11891500000000001 0.078120000000000009 0.072175000000000017 0.17351000000000003 0.10859000000000001 0.0025650000000000004 0.14938500000000002 -0.14719499999999996 -1.0000000180025095e-35 -0.10939499999999998 0.083785000000000012 0.094890000000000016 0.087045000000000025 0.057215000000000009 0.08647500000000001 0.090280000000000013 -0.0019649999999999997 -0.080539999999999987 0.084670000000000009 -0.081284999999999982 0.09253500000000002 0.10322500000000003 -0.09200499999999999 -0.073614999999999986
decision_type=2 2 2 2 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 14 12 8 11 -2 -9 -11 -3 -1 20 -4 -15 17 -16 -18 -10 22 -22 -12 -17
right_child=3 7 4 -5 -6 -7 -8 9 19 10 13 -13 -14 15 16 23 18 -19 -20 -21 21 -23 -24 -25
leaf_value=0.00058769516737104601 0.00032496246189611693 0.00097691085387693779 0.00083641485251284998 7.6016596626007319e-05 0.00043154850788147605 0.00017974940009621342 0.00025599130551361241 0.00058036964420373914 0.00043832098357425022 0.00093136349320611608 0.00090984989908837733 0.00075254589692383888 0.00034182239526988375 0.00055463587441095775 0.00073100149961634548 0.0007810451937569255 0.00064564239967621626 0.00045150833663367253 0.00082462814538321143 0.00060822668968601599 0.00074570481565908869 0.00059763906262775472 0.00077083810994570384 0.00064564750002085508
leaf_weight=77 61 90 55 78 100 66 65 66 53 84 52 69 52 64 54 75 71 52 62 98 452 54 939 77
leaf_count=77 61 90 55 78 100 66 65 66 53 84 52 69 52 64 54 75 71 52 62 98 452 54 939 77
internal_value=0 0.000714391 0.00055051 0.000353154 0.000632624 0.000384416 0.000431065 0.000762111 0.000484577 0.000752051 0.000758337 0.000879767 0.000488857 0.000749832 0.000700897 0.00066602 0.000669564 0.000594224 0.000729344 0.000548824 0.000761901 0.000729973 0.000778168 0.000712687
internal_weight=0 2611 589 355 394 195 277 2022 212 1863 1797 159 129 1713 294 216 239 106 133 151 1497 506 991 152
internal_count=2966 2611 589 355 394 195 277 2022 212 1863 1797 159 129 1713 294 216 239 106 133 151 1497 506 991 152
is_linear=0
shrinkage=0.0032998


Tree=9017
num_leaves=23
num_cat=0
split_feature=3 3 123 14 13 3 51 43 3 0 51 376 123 1447 50 43 43 0 0 3 43 3
split_gain=3.81142 1.63311 0.773303 0.465401 0.371022 0.352872 0.26056 0.139385 0.201256 0.229776 0.154512 0.126137 0.135508 0.115257 0.101141 0.113846 0.123656 0.096866 0.0956087 0.0845914 0.0843994 0.0633132
threshold=-0.053364999999999996 0.30863500000000005 0.081180000000000016 0.073890000000000011 -0.10667999999999998 -0.24211499999999997 -0.092879999999999976 -0.070104999999999987 0.091085000000000013 -0.088444999999999982 0.090735000000000024 0.084435000000000024 0.091310000000000016 -0.082844999999999988 -0.041284999999999995 0.057215000000000009 0.021175000000000003 -0.12851999999999997 -0.086414999999999978 0.08796000000000001 0.084740000000000024 0.11500500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 -1 -6 19 -8 9 -9 21 12 -4 18 -15 16 -16 -3 -7 -2 -17 -10
right_child=1 17 11 -5 5 13 7 8 10 -11 -12 -13 -14 14 15 20 -18 -19 -20 -21 -22 -23
leaf_value=0.00042302057098283423 0.00057452888795230027 -6.6006869130650307e-05 0.00011751940177689205 0.000925309552230906 0.00038360875658983941 0.0006550027964417497 0.00034192942018860411 0.00072343854441194659 0.000295560659975161 0.00043855854221842372 0.00059056489022619367 0.00037623893867648353 0.0003412344701845084 0.00053830278358667119 0.00066299319678458023 0.00048607930971406331 0.00082808781130842455 0.00012035059747124737 0.0008256139331619712 0.00076136516091957905 0.00063181479502885988 0.00044759053839738163
leaf_weight=80 57 54 68 67 52 68 65 79 60 52 52 98 53 83 1448 67 53 69 84 54 139 64
leaf_count=80 57 54 68 67 52 68 65 79 60 52 52 98 53 83 1448 67 53 69 84 54 139 64
internal_value=0 0.000389301 0.00045076 0.000653417 0.000644616 0.000653489 0.000524595 0.000482385 0.000512008 0.000610625 0.000438405 0.000287756 0.000215801 0.000660698 0.000653135 0.000658698 0.000668846 3.82487e-05 0.00074952 0.00066574 0.000584586 0.000374312
internal_weight=0 825 702 2141 2074 1994 483 372 307 131 176 219 121 1942 1790 1707 1501 123 152 111 206 124
internal_count=2966 825 702 2141 2074 1994 483 372 307 131 176 219 121 1942 1790 1707 1501 123 152 111 206 124
is_linear=0
shrinkage=0.0032998


Tree=9018
num_leaves=21
num_cat=0
split_feature=3 52 1 12 42 12 11 3 160 16 15 42 160 40 3 2 1374 15 12 13
split_gain=0.281656 0.138269 0.144202 0.104969 0.0735282 0.105861 0.0878814 0.197186 0.0706291 0.0611406 0.0603712 0.0927973 0.0586682 0.059659 0.0882946 0.0899099 0.0512719 0.0489998 0.0404068 0.0178256
threshold=0.30863500000000005 -0.22711499999999998 0.10575500000000002 0.11205000000000002 -0.09361499999999999 0.085685000000000025 1.0000000180025095e-35 -0.11372999999999998 -0.54243999999999992 -0.096659999999999982 1.0000000180025095e-35 0.091605000000000006 0.0012900000000000001 -0.062739999999999976 0.090170000000000014 0.10656 0.081625000000000017 -0.021179999999999997 0.092475000000000016 0.069860000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 12 5 -3 7 -6 -9 -2 11 17 13 -4 15 -15 -10 18 -1 -7
right_child=9 2 3 -5 6 19 -8 8 16 -11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.013145778528314242 -0.0068108044696086872 0.01496696657239938 0.0035930337390030877 0.0089104710257104404 -0.0053497079029236876 0.0075105381410333193 0.010467058551086686 0.010753168411605984 0.0050172149742557263 0.0006699153260407996 0.013321802277324312 0.0021719836935953887 0.0055274251863629675 0.00075797408192308812 0.0033770887587518238 -0.0075768265842439311 -0.00031937432147032202 0.0056200478643941114 0.007469127951200874 0.003545311362167178
leaf_weight=88 61 52 89 53 53 91 80 60 1613 62 57 76 64 65 69 83 52 82 63 53
leaf_count=88 61 52 89 53 53 91 80 60 1613 62 57 76 64 65 69 83 52 82 63 53
internal_value=0 0.00519107 0.00473823 0.00190211 0.00532143 0.00843488 0.00499202 0.00474467 0.00505586 -0.00302543 0.00825089 0.00730967 0.000893349 -6.99981e-05 -0.00158063 -0.00390413 0.00484947 0.00897777 0.0107893 0.00606359
internal_weight=0 2843 2477 423 2054 196 1858 1778 1725 123 366 309 370 306 217 148 1665 233 151 144
internal_count=2966 2843 2477 423 2054 196 1858 1778 1725 123 366 309 370 306 217 148 1665 233 151 144
is_linear=0
shrinkage=0.16829


Tree=9019
num_leaves=23
num_cat=0
split_feature=4 11 15 1 0 43 43 0 43 0 15 16 132 43 52 1452 15 2 1 2 0 2
split_gain=0.188853 0.15083 0.120699 0.344879 0.139032 0.0859953 0.091629 0.0827177 0.176971 0.154404 0.0933526 0.0748938 0.0708905 0.070704 0.101998 0.0611595 0.0543521 0.0521326 0.0408396 0.0170942 0.0167164 0.0158843
threshold=0.24099500000000004 1.0000000180025095e-35 -0.41725999999999991 0.11239500000000001 -0.011064999999999998 0.057215000000000009 0.090280000000000013 -0.10726999999999999 0.021175000000000003 -0.14076499999999997 -0.083859999999999976 -0.40885499999999991 -0.086814999999999989 -0.15802999999999998 -0.022529999999999998 0.088755000000000014 0.088965000000000002 0.088665000000000008 0.10054 0.095965000000000009 -0.082134999999999986 0.088555000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 18 11 7 -7 9 13 10 19 -2 -8 14 -9 16 -15 -3 -4 -1 -14 -16
right_child=2 17 3 -5 -6 6 12 8 -10 -11 -12 -13 20 15 21 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.0030180825174461801 0.0041536733462342879 0.0055016392625525578 0.0012379909715598723 -0.0095057343002368112 0.010961844958487255 -0.0034217783072795958 -0.00056387648797670889 0.014252438222766084 0.014697521174528178 -0.0060650940818617865 0.0087878049137482157 -0.0039311802233784774 0.0070997515699068228 0.0047276909324059238 0.0031917806313060061 0.0099860869776030713 0.0023579022116134128 0.012051493597195534 0.0073766622953415333 -0.0012832834723500699 0.0032197661226658334 0.0073249415381158841
leaf_weight=52 81 55 75 97 55 77 83 52 52 56 71 54 86 1244 58 54 356 98 53 52 53 52
leaf_count=52 81 55 75 97 55 77 83 52 52 56 71 54 86 1244 58 54 356 98 53 52 53 52
internal_value=0 0.00457655 0.000700285 -0.00193178 0.00382666 0.00424835 0.00156907 0.00462916 0.00500113 0.00161343 0.00408082 0.000906424 0.00330822 0.00472249 0.00809099 0.00439148 0.00420154 0.00970871 0.00379382 0.000850125 0.00563326 0.00516197
internal_weight=0 2551 415 225 190 2398 299 2099 1868 231 175 135 222 1816 162 1654 1600 153 128 104 139 110
internal_count=2966 2551 415 225 190 2398 299 2099 1868 231 175 135 222 1816 162 1654 1600 153 128 104 139 110
is_linear=0
shrinkage=0.16829


Tree=9020
num_leaves=10
num_cat=0
split_feature=11 393 4 51 475 96 48 48 49
split_gain=0.0792599 0.103344 0.070703 0.0960246 0.0734955 0.0612244 0.0607091 0.0935134 0.0598333
threshold=0.09636500000000002 0.10692500000000001 -0.50139499999999992 -0.087719999999999979 -0.087769999999999987 0.083810000000000009 -0.085909999999999986 -0.024949999999999996 0.18936500000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -6 -8 -9
right_child=-2 -3 4 -5 5 -7 7 8 -10
leaf_value=0.0023895451158493911 -0.0036171822418353062 0.010372473504656508 -0.0019236135215074484 0.012315711341800572 0.0079540276553014388 -0.0024006907835858998 -0.0022709337649751064 0.0029134062680564675 0.0083117481374617355
leaf_weight=60 52 53 94 52 68 61 97 2379 60
leaf_count=60 52 53 94 52 68 61 97 2379 60
internal_value=0 0.00299595 0.00285915 0.00701416 0.00268983 0.00285323 0.00297699 0.00284283 0.00304694
internal_weight=0 2924 2871 112 2759 2665 2604 2536 2439
internal_count=2976 2924 2871 112 2759 2665 2604 2536 2439
is_linear=0
shrinkage=0.16829


Tree=9021
num_leaves=10
num_cat=0
split_feature=106 3 48 48 1 10 43 3 43
split_gain=0.0705345 0.0610666 0.0757346 0.0959731 0.0946747 0.106703 0.0563265 0.20479 0.0692557
threshold=0.085650000000000018 0.3148450000000001 -0.085909999999999986 -0.024949999999999996 0.14195000000000002 -0.011269999999999997 0.0034500000000000004 -0.092109999999999984 -0.035884999999999993
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 8 -8 -7
right_child=-2 -3 3 4 -6 6 7 -9 -10
leaf_value=0.0080870392055050963 -0.0034028740599404386 -0.0017925368904556315 -0.0027967421313761405 0.0101815412906148 -0.004402979434595145 0.0022733793666185132 -0.0075283894218202722 0.0024563499626649968 0.0042657420047192401
leaf_weight=71 58 90 93 55 52 1273 68 401 815
leaf_count=71 58 90 93 55 52 1273 68 401 815
internal_value=0 0.00251112 0.00264872 0.00250801 0.00269388 0.00283585 0.00267714 0.00100484 0.00305191
internal_weight=0 2918 2828 2757 2664 2612 2557 469 2088
internal_count=2976 2918 2828 2757 2664 2612 2557 469 2088
is_linear=0
shrinkage=0.16829


Tree=9022
num_leaves=16
num_cat=0
split_feature=14 15 4 15 13 10 13 159 50 51 43 0 43 13 15
split_gain=0.0610246 0.118033 0.0900903 0.0701661 0.067235 0.110768 0.10419 0.103694 0.0764566 0.125372 0.0687724 0.0581629 0.0503337 0.0503187 0.0297842
threshold=-0.13131999999999996 -0.17840999999999999 0.41696500000000003 -0.14151499999999997 -0.16392499999999996 -0.084119999999999986 -0.066634999999999986 0.051140000000000012 0.12170000000000002 0.10328000000000001 -0.08237499999999999 -0.081414999999999987 -0.0068849999999999996 -0.08156999999999999 -0.015824999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 -3 14 -6 7 13 9 -8 -9 -1 -4 -7 -5
right_child=1 3 12 4 5 6 8 10 -10 -11 -12 -13 -14 -15 -16
leaf_value=0.009613347294351024 -0.0072816080953919202 0.0072430382516114212 -0.0029969581811608733 0.00062600047391481498 0.0098491016789241902 0.0029893668996359177 0.00084435743600084904 0.0034816980520083708 -0.0050415711100898937 0.0081276369484771654 -0.0041244353650683688 0.0022801196624358771 0.0036499928429659825 0.0056205298428946907 -0.00498975399114201
leaf_weight=57 65 74 63 53 52 657 1196 56 57 71 84 68 66 304 53
leaf_count=57 65 74 63 53 52 657 1196 56 57 71 84 68 66 304 53
internal_value=0 0.00183155 -0.0021712 0.00212449 0.00197715 0.00215513 0.00198941 0.00319979 0.000981529 0.00125392 -0.00106915 0.00563844 0.00038988 0.00382357 -0.00216493
internal_weight=0 2851 194 2657 2583 2477 2425 1101 1324 1267 140 125 129 961 106
internal_count=2976 2851 194 2657 2583 2477 2425 1101 1324 1267 140 125 129 961 106
is_linear=0
shrinkage=0.16829


Tree=9023
num_leaves=16
num_cat=0
split_feature=403 403 52 403 1375 403 51 160 160 482 483 43 52 0 484
split_gain=0.0733247 0.0598941 0.139218 0.14469 0.0682474 0.0575549 0.0561749 0.0534162 0.0604849 0.0638351 0.0935489 0.0342514 0.0336586 0.0336228 0.0277253
threshold=-0.5492149999999999 -0.088579999999999978 0.085635000000000003 -0.14275499999999999 -0.081864999999999979 -0.45015499999999992 -0.40775499999999992 -0.54243999999999992 0.091625000000000026 0.093375000000000027 0.089720000000000008 -0.084114999999999981 0.10611000000000001 -0.077944999999999987 -0.016244999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 5 -3 -2 -6 -8 9 10 -9 -10 -4 -11 -13
right_child=1 4 12 -5 6 -7 7 8 11 13 -12 14 -14 -15 -16
leaf_value=0.0074395763946934236 -0.0041442691672721934 -0.0025869478814939907 0.0052821203638959511 -0.0099778003690599477 0.0059998373934659552 0.0032779104811772753 0.0061296428626077017 0.0014537467653871867 0.001147910645326817 0.0023955121761245327 -0.0031825881054112779 0.0029492986842088891 -1.9275965741991372e-05 0.0080649367174368981 0.0073531446494614818
leaf_weight=61 55 96 91 66 95 64 79 1818 75 63 132 72 53 58 98
leaf_count=61 55 96 91 66 95 64 79 1818 75 63 132 72 53 58 98
internal_value=0 0.0015357 -0.000598882 -0.00365775 0.00180797 -0.000137411 0.00197813 0.00181786 0.00167 0.00137291 0.00113898 0.00417406 0.00331844 0.00512794 0.00549855
internal_weight=0 2915 329 185 2586 119 2490 2395 2316 2071 1950 245 144 121 170
internal_count=2976 2915 329 185 2586 119 2490 2395 2316 2071 1950 245 144 121 170
is_linear=0
shrinkage=0.16829


Tree=9024
num_leaves=13
num_cat=0
split_feature=11 393 151 106 4 13 159 43 43 159 52 16
split_gain=0.0555004 0.0757742 0.058952 0.0511567 0.0529479 0.0578645 0.129057 0.0948901 0.0725098 0.0667847 0.140367 0.0831597
threshold=0.09636500000000002 0.10692500000000001 0.098750000000000018 0.085650000000000018 -0.50139499999999992 -0.066634999999999986 0.092630000000000018 -0.055679999999999993 0.0034500000000000004 0.080875000000000016 -0.086514999999999981 -0.40430999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 8 -8 -7 11 -11 -6
right_child=-2 -3 -4 -5 5 6 7 -9 -10 10 -12 -13
leaf_value=0.0053432570243521146 -0.0040616269157433835 0.0077887972052838534 -0.0030263909671756541 -0.0036272651869127424 -0.0012297404577170177 0.00077206152985854017 0.00080471604870495459 0.010492777870811685 -0.0025368991829004769 -0.0063085334405357579 0.0026843473299529596 0.003272744815751748
leaf_weight=103 52 53 84 54 131 944 54 62 234 76 139 990
leaf_count=103 52 53 84 54 131 944 54 62 234 76 139 990
internal_value=0 0.00147629 0.00135913 0.00149195 0.00159376 0.00144623 0.000642191 0.00599831 0.000113239 0.00222365 -0.000486175 0.00274498
internal_weight=0 2924 2871 2787 2733 2630 1294 116 1178 1336 215 1121
internal_count=2976 2924 2871 2787 2733 2630 1294 116 1178 1336 215 1121
is_linear=0
shrinkage=0.16829


Tree=9025
num_leaves=24
num_cat=0
split_feature=15 15 133 43 12 133 156 1212 483 12 1213 3 133 1209 475 475 12 43 1212 474 12 3 12
split_gain=0.0983473 0.129238 0.0865313 0.0941491 0.110235 0.0980471 0.0960871 0.0711957 0.0623677 0.0614 0.0580133 0.0586838 0.0493168 0.044499 0.0803639 0.0567238 0.0587888 0.0625158 0.0433808 0.0418312 0.0410599 0.0293781 0.0226347
threshold=-0.2987999999999999 -0.43091499999999999 -0.51026999999999989 -0.043004999999999995 -0.090874999999999984 -0.010344999999999998 0.083840000000000012 0.081445000000000017 0.084885000000000016 0.087995000000000004 -0.082414999999999974 0.11391500000000002 -0.068504999999999996 0.086665000000000006 -0.086279999999999982 -0.084444999999999978 0.10134500000000002 -0.22971499999999997 0.096460000000000018 0.084510000000000016 0.097345000000000015 -0.08095999999999999 -0.078454999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 13 -5 7 10 9 22 21 -7 -12 -11 14 -4 -16 20 -18 -9 -8 -17 -6 -1
right_child=2 -3 3 4 5 6 19 18 -10 12 11 -13 -14 -15 15 16 17 -19 -20 -21 -22 -23 -24
leaf_value=0.00035572056090867716 0.0077397156275036119 -0.0087265311631863941 0.0076091071503549511 0.0077445777225420816 0.0019287531743775819 -0.0069673562561561406 0.005198484636783819 0.0094079914958393983 -0.0041470028532836897 0.00066311754344333489 -0.00048684316836615277 -0.0047858965154047826 -0.0050314381440435584 0.0072381591596763963 -0.0030074992195195335 0.0025491341616971034 0.0027510936760738207 -0.003592682776750452 0.0026568847327190074 -0.00066594953044959841 0.0073935791187577119 0.0067915669018701911 0.0053374020805996725
leaf_weight=52 66 59 78 58 114 57 90 52 54 166 463 112 58 56 60 878 85 91 58 55 53 52 53
leaf_count=52 66 59 78 58 114 57 90 52 54 166 463 112 58 56 60 878 85 91 58 55 53 52 53
internal_value=0 -0.00199829 0.00171413 0.00156258 0.000567984 0.000240624 -0.000940701 0.00208 0.000487054 0.00100792 -0.00183886 -0.00132735 -0.000803345 0.00258178 0.0023709 0.00201924 0.00229332 -0.000518719 0.00586465 0.00296165 0.00282685 0.00346287 0.00288739
internal_weight=0 218 2702 2636 1335 1277 777 500 159 390 632 575 224 1301 1245 1167 1107 176 110 145 931 166 105
internal_count=2920 218 2702 2636 1335 1277 777 500 159 390 632 575 224 1301 1245 1167 1107 176 110 145 931 166 105
is_linear=0
shrinkage=0.16829


Tree=9026
num_leaves=24
num_cat=0
split_feature=4 2 3 150 2 41 2 2 123 1456 2 2 15 51 13 159 403 403 3 151 13 4 15
split_gain=10.9763 5.00189 1.95817 0.815742 0.665532 0.517998 0.491225 0.468365 0.459552 0.28629 0.237517 0.218379 0.246342 0.189251 0.171869 0.165263 0.225073 0.147914 0.0474486 0.0460124 0.048931 0.0442717 0.0306104
threshold=0.31392000000000003 0.13388500000000003 -0.073614999999999986 0.089155000000000012 0.15205000000000002 0.075585000000000013 0.153865 0.099845000000000003 0.081180000000000016 -0.0022699999999999994 0.13018000000000005 0.091235000000000024 0.091285000000000019 -0.09021499999999999 -0.082084999999999977 -0.08860999999999998 -1.0000000180025095e-35 -0.096299999999999983 -0.08095999999999999 -0.030624999999999996 -0.032959999999999996 -0.039279999999999995 0.025430000000000005
decision_type=2 2 2 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 7 11 -3 -2 9 -4 -9 12 13 -1 -14 -11 -17 -15 -16 -13 21 -21 -22
right_child=4 6 3 -5 -6 -7 -8 10 -10 15 -12 19 14 17 18 16 -18 -19 -20 20 22 -23 -24
leaf_value=0.0013873057987384676 0.00064790643615731801 0.00096204151761736668 0.0016105800948476516 0.00095612789447571016 0.00044443099764402869 0.0017580896961762319 0.0005526323458246615 0.0010434502725608595 0.0011319809879719598 0.0015114909041572292 0.00078566341388536633 0.0013304958144479239 0.001549636085259551 0.0014619214414641835 0.0012388273790923305 0.0015008785124613483 0.0012921344004572775 0.0015705059366441902 0.0013911836816424396 0.0013487787128034277 0.0014539576817684736 0.0014563741951431582 0.0015553267652592146
leaf_weight=89 93 76 53 68 58 87 56 101 101 64 66 52 54 179 53 70 352 788 52 97 147 104 60
leaf_count=89 93 76 53 68 58 87 56 101 101 64 66 52 54 179 53 70 352 788 52 97 147 104 60
internal_value=0 0.00141504 0.00144851 0.00130157 0.000765347 0.00150753 0.00078862 0.0008368 0.00133822 0.0013768 0.000941781 0.00149449 0.00151816 0.00153673 0.00139466 0.00135123 0.00132684 0.00155044 0.00131462 0.0014319 0.00144473 0.00140463 0.00148351
internal_weight=0 2602 2470 708 318 1762 132 260 640 539 167 1675 1215 1056 159 486 422 967 105 460 408 201 207
internal_count=2920 2602 2470 708 318 1762 132 260 640 539 167 1675 1215 1056 159 486 422 967 105 460 408 201 207
is_linear=0
shrinkage=0.0032998


Tree=9027
num_leaves=33
num_cat=0
split_feature=1 2 3 2 1 0 11 52 0 2 49 43 0 16 3 13 42 1 2 52 49 403 16 16 3 52 49 16 42 42 13 133
split_gain=6.42679 1.17385 0.676032 0.47159 0.250695 0.218607 0.21745 0.215605 0.212772 0.208906 0.194826 0.175635 0.140831 0.136124 0.126901 0.122835 0.0970047 0.0943181 0.283086 0.108133 0.10287 0.119443 0.0865245 0.081541 0.0890589 0.0724188 0.0486322 0.0431158 0.0402682 0.0370701 0.0202822 0.0171114
threshold=0.10557500000000002 0.14744000000000002 -0.049204999999999992 0.099845000000000003 0.089245000000000005 -0.062714999999999979 1.0000000180025095e-35 -0.070529999999999995 -0.074679999999999983 0.13084500000000002 -0.032624999999999994 -0.069824999999999984 -0.072529999999999983 0.0044600000000000013 -0.079574999999999993 -0.27740999999999993 -0.048604999999999988 0.080320000000000016 0.083310000000000009 0.092770000000000005 0.11008500000000002 -0.098389999999999991 -0.15693499999999996 -0.062749999999999986 -0.07718499999999999 0.029970000000000007 0.084620000000000015 -0.021179999999999997 1.0000000180025095e-35 0.091465000000000005 -0.076349999999999987 0.046800000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 6 -2 17 -7 11 10 -5 -4 16 -10 31 -13 -6 19 28 20 21 -1 -3 24 -18 26 -16 29 -19 -21 -25 -12
right_child=1 22 8 9 12 7 -8 -9 13 -11 14 15 -14 -15 25 -17 23 18 -20 27 -22 -23 -24 30 -26 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.00077816142243808742 0.00075641368674006244 0.00022263918050860736 0.00017986675375286629 0.00054536566122525946 0.00089976870167104994 0.00067952874643071985 0.0009975473403603342 0.00038354872624396698 0.00039641625340043108 0.00050191510265419701 0.00079775641162363475 0.00026926334404676574 0.00061026942333584 0.00062183004915473928 0.00072120789825822753 0.00047504205300597082 0.00057290729068268549 0.00091799590856965756 0.0006049386324340053 0.00083449386418680952 0.00071451106476378248 0.00088402701973719366 4.2789548205774138e-05 0.00076198489664032758 0.00076885750404922691 0.00077151084873662839 0.00057863007276544483 0.00069203556008135914 0.00079504291983896079 0.00073154938371873502 0.00085624337496067841 0.00088311566129358669
leaf_weight=147 92 53 63 58 56 56 89 53 64 53 82 54 75 56 52 80 52 65 80 135 55 700 66 78 54 94 62 56 67 64 52 57
leaf_count=147 92 53 63 58 56 56 89 53 64 53 82 54 75 56 52 80 52 65 80 135 55 700 66 78 54 94 62 56 67 64 52 57
internal_value=0 0.000419123 0.00048704 0.000794104 0.000817976 0.000637026 0.000837564 0.000535935 0.000391827 0.000698903 0.000724595 0.000324597 0.000740061 0.000501903 0.000754451 0.000392379 0.000773277 0.000827137 0.000761336 0.000839164 0.000856516 0.000865695 0.000123187 0.000743113 0.000673063 0.000701781 0.000643975 0.000777648 0.000855855 0.000801563 0.000799959 0.000833013
internal_weight=0 637 518 2283 1825 201 1458 109 317 458 405 197 367 120 347 134 292 1369 212 1157 902 847 119 236 106 208 114 255 132 199 130 139
internal_count=2920 637 518 2283 1825 201 1458 109 317 458 405 197 367 120 347 134 292 1369 212 1157 902 847 119 236 106 208 114 255 132 199 130 139
is_linear=0
shrinkage=0.0032998


Tree=9028
num_leaves=29
num_cat=0
split_feature=3 3 43 0 12 3 12 15 12 150 52 12 12 15 0 0 52 0 15 0 43 0 481 403 403 403 15 0
split_gain=2.9653 1.15388 0.665423 0.501404 0.408142 0.309418 0.307185 0.289284 0.179261 0.172728 0.174803 0.150642 0.144838 0.167534 0.129263 0.125649 0.125092 0.123626 0.109291 0.107316 0.0895702 0.0920755 0.0850266 0.0762823 0.0618421 0.0599888 0.0395885 0.0307641
threshold=-0.065674999999999983 0.3148450000000001 -0.035884999999999993 -0.062109999999999992 0.023990000000000004 0.11745500000000002 0.10508500000000001 -0.13513499999999998 -1.0000000180025095e-35 0.084680000000000019 -0.036309999999999988 0.090285000000000018 0.095175000000000023 -1.0000000180025095e-35 -0.14920999999999998 -0.099244999999999986 0.51348500000000008 -0.018054999999999998 -0.095584999999999989 -0.13955999999999996 0.092445000000000013 -0.094479999999999995 -0.084114999999999981 0.057585000000000004 -0.097839999999999996 -0.0076149999999999994 0.091195000000000012 -0.10298499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 11 -5 8 17 -2 -4 10 -9 14 13 18 -1 -16 20 -6 -10 -7 21 -13 -17 26 -24 -26 -23 -3
right_child=1 27 5 4 6 19 -8 9 12 -11 -12 16 -14 -15 15 22 -18 -19 -20 -21 -22 23 24 -25 25 -27 -28 -29
leaf_value=0.00082050738642004152 0.00016336167076623208 0.00011410846772601802 0.00041869502464002631 0.00022512400246574828 0.00050943220497703316 0.00027549007097418414 0.00033012490296094153 0.00032289984311042856 0.00065546659080849203 0.00022198643301745764 0.00054777081542512634 0.0004619339153603596 0.00047249217371703677 0.0007525211345085507 0.00051021549314137068 0.00055096404722624443 0.00075460846154698155 0.00069673142987976429 0.00044563899342324155 0.0004749260242957505 0.00068299698091221024 0.00059477634293876786 0.00058717240064335634 0.00068047627798796084 0.00073839860704574605 0.00066432930006544316 0.00052718267427746531 0
leaf_weight=53 102 52 85 55 69 71 55 76 59 57 77 79 79 86 67 74 52 93 53 52 90 253 92 81 165 567 174 52
leaf_count=53 102 52 85 55 69 71 55 76 59 57 77 79 79 86 67 74 52 93 53 52 90 253 92 81 165 567 174 52
internal_value=0 0.000384647 0.000427312 0.00061244 0.000480115 0.0005039 0.000544581 0.000308143 0.000552666 0.000378297 0.0004363 0.000633022 0.000593649 0.000641811 0.000659282 0.000650391 0.000596303 0.000617173 0.000556488 0.000360091 0.000584092 0.000568868 0.00066081 0.000585428 0.000670632 0.000681073 0.000567315 5.73534e-05
internal_weight=0 901 797 2019 272 485 217 312 362 210 153 1747 277 198 1018 965 729 162 112 123 677 587 898 508 824 732 427 104
internal_count=2920 901 797 2019 272 485 217 312 362 210 153 1747 277 198 1018 965 729 162 112 123 677 587 898 508 824 732 427 104
is_linear=0
shrinkage=0.0032998


Tree=9029
num_leaves=23
num_cat=0
split_feature=2 2 2 2 40 43 11 130 14 42 40 42 40 2 1427 1213 43 43 2 42 2 2
split_gain=5.136 2.57591 0.850243 0.848772 0.583917 0.466803 0.315252 0.286052 0.282477 0.246118 0.173393 0.158965 0.143959 0.132844 0.0961835 0.105427 0.0765291 0.0667316 0.055496 0.098384 0.0507289 0.00217435
threshold=0.12026500000000001 -1.0000000180025095e-35 0.099845000000000003 0.16730000000000003 -0.0099849999999999991 -1.0000000180025095e-35 0.08776500000000001 0.015470000000000001 0.073890000000000011 0.081605000000000025 -0.0099849999999999991 0.11382000000000002 -0.079759999999999984 0.10859000000000001 0.080285000000000009 0.060985000000000004 -0.0005399999999999999 0.012835000000000001 0.114 0.095150000000000012 0.13554000000000002 0.10449000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 8 4 -2 12 7 9 10 13 -3 14 -1 21 15 -12 -6 -13 19 -11 -18 -4
right_child=3 2 6 -5 16 -7 -8 -9 -10 18 11 17 -14 -15 -16 -17 20 -19 -20 -21 -22 -23
leaf_value=0.00041615453248952856 0.00020945093924342725 0.00069056675840585037 0.0006823149417050792 9.2654364650254922e-05 0.0006549982999221062 0.00061952172560268443 0.00095731610129748271 0.00087831313837652609 0.0010682135072504124 0.0008988955216359917 0.00086338463873128642 0.00066884093033976538 0.00017016445892642433 0.00048766288392887815 0.0010204841612911303 0.00095072897137288108 0.00059176709762972048 0.00083208938558170236 0.00065970861556527557 0.00069165972000566215 0.00045760050085744575 0.00063117834939874977
leaf_weight=53 68 63 53 83 69 90 54 73 78 52 1387 59 52 101 53 179 58 58 55 53 75 54
leaf_count=53 68 63 53 83 69 90 54 73 78 52 1387 59 52 101 53 179 58 58 55 53 75 54
internal_value=0 0.000809734 0.000839722 0.000385018 0.000474762 0.00044478 0.000717663 0.000688238 0.000871892 0.000650437 0.00086336 0.000869611 0.000294666 0.000574859 0.000878228 0.000873391 0.0005639 0.000750069 0.000748469 0.000794626 0.000516374 0.000656837
internal_weight=0 2567 2372 353 270 195 495 441 1877 368 1799 1736 105 208 1619 1566 202 117 160 105 133 107
internal_count=2920 2567 2372 353 270 195 495 441 1877 368 1799 1736 105 208 1619 1566 202 117 160 105 133 107
is_linear=0
shrinkage=0.0032998


Tree=9030
num_leaves=29
num_cat=0
split_feature=1 15 1 2 2 1 150 13 4 14 13 51 1 15 4 2 50 2 1447 13 131 42 15 15 42 4 15 4
split_gain=7.84046 1.08842 0.696672 0.677759 0.567749 0.556028 0.529757 0.368278 0.333934 0.271158 0.222397 0.189301 0.15146 0.139048 0.225669 0.128244 0.114564 0.10935 0.102595 0.1034 0.0969444 0.0720965 0.0705083 0.101331 0.0504434 0.0595843 0.0968594 0.0360646
threshold=0.10275000000000002 -0.083859999999999976 0.08845500000000002 0.11917500000000002 0.097005000000000022 0.12040000000000002 0.083680000000000018 -0.023739999999999997 -0.14345499999999997 0.077140000000000014 0.0040450000000000009 0.11024000000000002 0.085780000000000009 -0.43091499999999999 0.44128500000000004 0.12414000000000001 0.086030000000000009 0.11504500000000002 -0.08397499999999998 -0.091559999999999989 0.090175000000000019 0.086310000000000012 0.10189000000000002 -0.099614999999999981 -0.023209999999999998 -0.081204999999999986 0.091600000000000015 -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 2 2
left_child=2 5 4 7 9 17 20 -3 -6 11 -9 12 18 -7 -15 22 -14 -2 21 -20 24 -1 23 -10 -4 -26 -27 -25
right_child=1 3 6 -5 8 13 -8 10 15 -11 -12 -13 16 14 -16 -17 -18 -19 19 -21 -22 -23 -24 27 25 26 -28 -29
leaf_value=0.0011130296803966732 0.00055188655530149936 0.00084498947848347797 0.00085325925950834752 0.00033145965677724981 0.00052913494503860077 0.00031270066367411253 0.00050294961328039699 0.00044721923734593718 0.0009425208955371069 0.001122030599433505 0.00070276081907476339 0.00070932175555180543 0.00068717717449914178 0.00028517617120715376 -7.9047442638918114e-06 0.00067142892131814792 0.00090693554168552932 0.00037608045354324863 0.0010138622927505407 0.00090408806017644753 0.00088939656131846424 0.00094088385911057359 0.00093880947516810265 0.000841518765101461 0.00082868711449185365 0.00063302633626438002 0.00079735332778505343 0.00073871252589532651
leaf_weight=55 93 93 59 81 52 95 84 73 54 69 78 52 55 58 56 60 53 69 111 898 92 61 68 66 64 93 73 118
leaf_count=55 93 93 59 81 52 95 84 73 54 69 78 52 55 58 56 60 53 69 111 898 92 61 68 66 64 93 73 118
internal_value=0 0.000454289 0.000855445 0.000593847 0.000885378 0.00033194 0.000741301 0.000680807 0.000778518 0.000918341 0.000579454 0.000907376 0.000915701 0.000219158 0.000140898 0.000813853 0.000795348 0.000477224 0.000927223 0.000916199 0.000793758 0.00102281 0.000841664 0.00081376 0.000763191 0.000739933 0.000705503 0.00077578
internal_weight=0 696 2237 325 1772 371 465 244 418 1354 151 1285 1233 209 114 366 108 162 1125 1009 381 116 306 238 289 230 166 184
internal_count=2933 696 2237 325 1772 371 465 244 418 1354 151 1285 1233 209 114 366 108 162 1125 1009 381 116 306 238 289 230 166 184
is_linear=0
shrinkage=0.0032998


Tree=9031
num_leaves=22
num_cat=0
split_feature=0 3 481 3 14 3 51 0 0 0 13 2 156 2 0 0 3 3 0 51 151
split_gain=0.208972 0.102144 0.101571 0.0874894 0.246983 0.144088 0.0719309 0.0715403 0.0827822 0.0917127 0.0619123 0.0616286 0.0551341 0.0969306 0.0695424 0.0491651 0.111938 0.0477177 0.0267822 0.0211773 0.0110095
threshold=0.11737000000000002 -0.046079999999999989 -0.085749999999999979 -0.15041499999999997 0.054835000000000009 -0.11749 0.11515500000000002 -0.14720499999999997 -0.095724999999999991 -0.041534999999999996 -0.074349999999999986 0.11218000000000002 0.090560000000000015 0.11621000000000002 -0.082404999999999992 -0.17127999999999996 0.092005000000000017 -0.13117499999999996 -0.079394999999999979 -0.099544999999999981 -0.0095999999999999992
decision_type=2 2 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 -5 7 15 11 10 -10 -9 13 14 -7 16 -3 -2 -14 -11 -18
right_child=17 6 3 5 -6 12 -8 8 9 19 -12 -13 18 -15 -16 -17 20 -19 -20 -21 -22
leaf_value=0.010687853717329485 0.00055454670004021823 0.0087324377764848582 -0.0039911695942240694 0.012427626189840413 0.01043206965795136 0.0060081088051979039 -0.0016370251525308897 0.010419665873551065 0.0038401742665354769 0.0040059028873793631 -0.0027826630103479437 0.0034423844421189423 -0.0012741827613233898 0.0107878871451128 0.0037232551532498616 -0.0034442175096894927 0.0010089987756734164 -0.0059171969015683664 0.0040340267869431838 0.0083680296593972633 -0.0024398917229142159
leaf_weight=96 77 54 95 79 52 857 83 101 77 60 83 57 54 87 685 52 52 55 53 72 52
leaf_count=96 77 54 95 79 52 857 83 101 77 60 83 57 54 87 685 52 52 55 53 72 52
internal_value=0 0.00471438 0.00532616 0.0050629 0.00109871 0.00538297 0.00301743 0.00360549 0.0048035 0.00311432 0.000393349 0.00791392 0.00506136 0.0053048 0.00499428 0.00102976 0.00251358 -0.0021284 0.00133833 0.00639886 -0.000698172
internal_weight=0 2801 2058 1962 147 1815 743 660 450 292 160 158 1736 1629 1542 210 158 132 107 132 104
internal_count=2933 2801 2058 1962 147 1815 743 660 450 292 160 158 1736 1629 1542 210 158 132 107 132 104
is_linear=0
shrinkage=0.16829


Tree=9032
num_leaves=30
num_cat=0
split_feature=1 3 1 12 16 12 10 51 3 0 3 0 1 0 1 12 47 0 1 42 43 401 156 12 3 16 50 15 3
split_gain=8.618 1.89464 0.668112 0.378573 0.347485 0.34381 0.27227 0.191834 0.256436 0.207226 0.163827 0.2138 0.158777 0.20295 0.138324 0.134811 0.130082 0.168545 0.0894434 0.0848062 0.0713803 0.0701045 0.0833657 0.0838532 0.0494503 0.0494218 0.0305529 0.0703526 0.0190019
threshold=0.10123500000000001 -0.051469999999999995 0.12000500000000001 0.056995000000000011 -0.072904999999999984 0.091290000000000024 -0.0062549999999999993 -0.096089999999999981 0.093925000000000022 -0.071879999999999986 1.0000000180025095e-35 -0.19166999999999998 0.089245000000000005 -0.12851999999999997 0.11883500000000001 0.11819000000000002 0.10070000000000003 -0.07223499999999998 0.086375000000000021 -0.08588999999999998 -0.11248999999999999 0.080265000000000017 0.086825000000000013 0.084595000000000017 -0.14539499999999997 -0.087589999999999987 0.11028500000000001 -0.047249999999999993 -0.097829999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 10 7 -2 12 -4 -1 9 18 -3 -12 13 -5 24 19 17 -8 -9 28 -21 22 23 -15 -6 -23 27 -22 -7
right_child=1 2 6 5 14 15 16 8 -10 -11 11 -13 -14 21 -16 -17 -18 -19 -20 20 26 25 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00077348621900184366 0.00037071760902452315 0.00022475677086010155 -0.00012030351909679531 0.00099805515418317824 0.00076038847946425429 0.00084007290617470296 -1.2401213024777396e-05 0.00078225874029072095 0.00037335906076150599 0.00046410514326539328 0.00026539994357171277 0.00055696206541769289 0.00065208930960330427 0.00087635652371436962 0.00048067931757351644 0.00055993589743535716 0.00027501945813041825 0.00021405678503358004 0.00061134029372663138 0.00057414637328295738 0.0006497803906665915 0.00077436405715073894 0.00070486230813904033 0.00078965193307320067 0.00062167928696689749 0.00062672727770315181 0.00063125041903036333 0.00074386803734219809 0.00074523093258199724
leaf_weight=75 93 90 59 53 54 56 84 76 52 56 54 57 93 163 55 77 53 62 65 55 135 56 103 619 70 52 64 291 61
leaf_count=75 93 90 59 53 54 56 84 76 52 56 54 57 93 163 55 77 53 62 65 55 135 56 103 619 70 52 64 291 61
internal_value=0 0.000316988 0.000187549 0.00073059 0.000535288 0.000748657 7.62508e-05 0.000625758 0.000581121 0.000635782 0.000330234 0.000415438 0.000784854 0.000796624 0.000620594 0.00069282 0.000134703 8.35246e-05 0.000703716 0.000708223 0.000690403 0.000785837 0.000795833 0.00080777 0.000682369 0.000703606 0.00070338 0.000714134 0.000790927
internal_weight=0 731 459 2202 272 1878 258 324 249 197 201 111 1139 1046 179 739 199 146 141 662 545 993 885 782 124 108 490 426 117
internal_count=2933 731 459 2202 272 1878 258 324 249 197 201 111 1139 1046 179 739 199 146 141 662 545 993 885 782 124 108 490 426 117
is_linear=0
shrinkage=0.0032998


Tree=9033
num_leaves=25
num_cat=0
split_feature=1 48 1456 1 52 1 3 43 2 2 401 4 4 3 4 15 52 4 43 3 3 2 2 481
split_gain=0.246464 0.160498 0.0870494 0.11326 0.0894365 0.0932405 0.0971727 0.0781309 0.115568 0.0770404 0.0658015 0.179261 0.0647126 0.083978 0.063021 0.0588025 0.113725 0.157095 0.0570158 0.0446743 0.0425871 0.0422502 0.0340883 0.0461847
threshold=0.089245000000000005 0.12036500000000001 -0.070654999999999982 0.09215000000000001 -0.065394999999999995 0.118385 -0.0063699999999999989 -0.095314999999999983 0.13775000000000001 0.11067500000000001 0.080265000000000017 -0.081334999999999977 -0.50231999999999988 0.081495000000000012 -0.16236499999999995 -0.0058149999999999999 0.11330000000000001 -0.022529999999999998 -0.015924999999999998 -0.078994999999999982 -0.077104999999999993 0.10134000000000001 0.11543500000000002 -0.066159999999999983
decision_type=2 2 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 18 5 6 21 -6 9 -9 12 -12 -1 14 -14 22 17 -17 -4 -13 -18 -5 23 -16
right_child=1 -3 3 4 7 -7 -8 8 -10 -11 11 19 13 -15 15 16 20 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.010913721932564758 0.0093579783814439661 -0.0043534416584700081 0.00078508435986842642 0.0031874722783348623 0.010712390906768211 -0.0040080316268227018 0.0077176715390865642 0.0036879580595540113 -0.0025266135567057406 0.0094922278858433351 -0.0048174393875543547 0.0087190257428827293 0 0 0.0088042166530524716 0.007102783201370786 -0.0003335575798029073 0.016359548627008405 -0.0063309907610311104 0.0025705445550629597 0.006002139644223403 -0.0021249078170415864 0.0085128579191854244 0.0040124508356113907
leaf_weight=65 54 98 75 80 52 81 73 306 69 83 65 74 52 76 64 528 70 58 55 63 52 90 67 583
leaf_count=65 54 98 75 80 52 81 73 306 69 83 65 74 52 76 64 528 70 58 55 63 52 90 67 583
internal_value=0 0.00214403 0.00277129 0.00240046 0.00312155 0.000928083 0.00258085 0.00451152 0.00380357 0.00493102 0.00532486 0.00244564 0.00568388 0.0054634 0.00574468 0.00595511 0.00704757 0.00802205 -0.00221174 0.00590474 0.00235218 0.000364468 0.0048693 0.00448922
internal_weight=0 1116 1018 964 834 324 243 510 458 389 1817 202 1615 1550 1474 1422 708 586 130 137 122 170 714 647
internal_count=2933 1116 1018 964 834 324 243 510 458 389 1817 202 1615 1550 1474 1422 708 586 130 137 122 170 714 647
is_linear=0
shrinkage=0.16829


Tree=9034
num_leaves=28
num_cat=0
split_feature=1 3 2 2 2 2 2 2 1 12 12 12 2 3 2 3 1 15 50 130 2 160 1 52 52 1 12
split_gain=35.903 4.97751 2.8956 2.03811 2.02454 1.32694 1.09834 0.910749 0.75856 0.743204 0.506097 0.45991 0.337435 0.2796 0.275616 0.25781 0.244958 0.159942 0.119554 0.102485 0.0937557 0.0755086 0.112306 0.0302063 0.0917621 0.0177432 0.015153
threshold=0.10509 -0.063264999999999988 0.099345000000000017 0.17553000000000005 -1.0000000180025095e-35 0.11504500000000002 -1.0000000180025095e-35 0.10803500000000001 0.086115000000000011 0.085465000000000013 0.11819000000000002 0.091290000000000024 1.0000000180025095e-35 -0.10175499999999998 0.14253500000000002 -0.086254999999999984 0.081315000000000012 -0.075094999999999981 0.11015500000000002 1.0000000180025095e-35 0.084915000000000004 -0.087899999999999992 0.089245000000000005 0.047345000000000005 -0.51745999999999992 0.096315000000000026 0.09358000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 6 -1 15 -3 -8 11 16 23 13 21 -6 17 -2 -4 -9 20 26 -15 -10 -23 24 -11 -24 -13
right_child=1 3 9 -5 8 -7 7 14 12 10 -12 19 -14 18 -16 -17 -18 -19 -20 -21 -22 22 25 -25 -26 -27 -28
leaf_value=0.0046270489649363391 0.0046051214191792237 0.0037533107306933779 0.0048018482963388988 0.003363990560028078 0.0054169544694957616 0.0041851646413125125 0.0045367422348680138 0.0040507849882779924 0.0052104632931866089 0.0050526024965948085 0.0046396315671275784 0.0049587171118948784 0.0048392211702948489 0.0052848322209052981 0.0038558976925552615 0.0048970856560924978 0.004501960672673189 0.0042845298132384675 0.0050384946295797201 0.0051840208230603136 0.005196008046531384 0.0051665173440978134 0.0050385845454181391 0.0050423673894969667 0.0048614818494490336 0.0049248520012774655 0.0050646435624897576
leaf_weight=85 67 96 57 53 88 62 59 98 58 63 60 71 86 246 55 82 80 60 53 86 619 90 163 117 89 57 133
leaf_count=85 67 96 57 53 88 62 59 98 58 63 60 71 86 246 55 82 80 60 53 86 619 90 163 117 89 57 133
internal_value=0 0.0041808 0.00506915 0.00397287 0.00512846 0.00459552 0.00406046 0.00416874 0.00515279 0.00483553 0.00492227 0.00519432 0.00503417 0.00522886 0.00406664 0.00476604 0.00462699 0.00413977 0.00521079 0.00507435 0.00522131 0.00507963 0.00505504 0.00498518 0.00494093 0.00500928 0.00502795
internal_weight=0 632 2301 421 1835 211 368 272 1750 466 329 1296 454 1006 213 149 137 158 918 290 865 368 310 269 152 220 204
internal_count=2933 632 2301 421 1835 211 368 272 1750 466 329 1296 454 1006 213 149 137 158 918 290 865 368 310 269 152 220 204
is_linear=0
shrinkage=0.0032998


Tree=9035
num_leaves=19
num_cat=0
split_feature=15 2 3 0 2 2 2 0 2 3 160 3 150 11 49 0 12 2
split_gain=1.4604 0.985212 0.342302 0.260482 0.433324 0.253344 0.190485 0.178442 0.136183 0.126206 0.136021 0.124009 0.0934023 0.230831 0.124223 0.0748027 0.055436 0.0342269
threshold=-0.38214499999999996 0.12068000000000001 0.11269500000000002 -0.071299999999999988 -1.0000000180025095e-35 0.15305000000000002 0.10433000000000002 -0.10028499999999999 0.10233000000000002 -0.051469999999999995 -0.060659999999999992 0.0098450000000000013 0.088985000000000009 0.079700000000000007 -0.070754999999999985 -0.088444999999999982 0.090335000000000013 0.10697500000000001
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 6 -5 7 12 -3 -1 10 -6 -10 13 15 -14 -2 -8 -12
right_child=1 5 -4 4 9 -7 16 -9 11 -11 17 -13 14 -15 -16 -17 -18 -19
leaf_value=0.00017429172970154553 0.00058690143188644026 0.00028643545593916894 0.00039096839331351842 0.00027981937725589243 0.00039058362937422316 0.00019618635684331151 0.00042857091231741473 0.00052180328924473953 0.00026271831365803677 0.00067730643852463525 0.00059488683123866957 0.00046862587350649995 0.00065187670222256646 0.0008313426036069113 0.00044527825473458804 0.0006361315999549366 0.00056997515144132835 0.00051685338855124885
leaf_weight=80 539 57 96 68 60 73 76 95 79 88 179 55 57 59 76 1032 55 109
leaf_count=80 539 57 96 68 60 73 76 95 79 88 179 55 57 59 76 1032 55 109
internal_value=0 0.000566371 0.00058526 0.000593023 0.00052585 0.000356845 0.00061088 0.000433772 0.000282911 0.000564141 0.000535423 0.000347496 0.000619975 0.000626962 0.000534085 0.000619263 0.000488208 0.000565476
internal_weight=0 2719 2494 2398 504 225 1894 152 214 436 348 134 1763 1630 133 1571 131 288
internal_count=2933 2719 2494 2398 504 225 1894 152 214 436 348 134 1763 1630 133 1571 131 288
is_linear=0
shrinkage=0.0032998


Tree=9036
num_leaves=27
num_cat=0
split_feature=3 10 0 3 30 16 148 42 14 0 16 0 0 457 3 3 156 3 401 3 1455 16 401 3 3 0
split_gain=4.2345 1.10487 0.972618 0.838717 0.743353 0.631173 0.606133 0.450127 0.244509 0.22092 0.247617 0.203123 0.359117 0.186768 0.161791 0.158525 0.150348 0.138866 0.127228 0.0927036 0.0637178 0.0548918 0.0437283 0.0313913 0.0271961 0.0152706
threshold=-0.063264999999999988 -0.15367499999999998 -0.06952499999999999 0.30863500000000005 0.086055000000000006 -0.15105999999999997 -0.043434999999999994 0.086435000000000012 0.077140000000000014 -0.096109999999999987 0.052690000000000008 0.080385000000000012 -0.041534999999999996 0.084620000000000015 -0.096099999999999977 -0.011259999999999997 0.083125000000000018 -0.085674999999999987 0.078330000000000025 -0.082824999999999982 0.087815000000000018 -0.0092499999999999978 0.093220000000000011 -0.082004999999999981 -0.071844999999999978 -0.077104999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 6 -4 -3 13 9 14 18 12 19 16 -1 -9 -8 -12 20 -7 21 -11 -20 -16 -21 -19
right_child=1 3 5 -5 -6 11 7 15 -10 10 17 -13 -14 -15 23 -17 -18 25 22 24 -22 -23 -24 -25 -26 -27
leaf_value=0.0006883883062681679 0.00015440715232107891 0.00039013825447628531 0.00041073817288907253 0.00035801386984993293 0.00033485466780273709 0.00069752512947811643 0.00079095183021516725 0.00068699507384459269 0.0011334451760902826 0.00093702435638002408 0.00096303170616601134 0.00092993610276964503 0.00050817984928214687 0.00062634629374909803 0.00081717440273430537 0.00044860373106036692 0.0009439782378953428 0.00072769740814215475 0.0011253916813776168 0.00082340670804405313 0.00082603589284636967 0.0010011099431258121 0.0010020918809897255 0.00092429315871273812 0.0009272473789031844 0.00081257754517512974
leaf_weight=67 52 55 52 94 59 55 315 67 65 798 57 99 53 60 55 58 94 74 57 91 52 203 99 98 52 52
leaf_count=67 52 55 52 94 59 55 315 67 65 798 57 99 53 60 55 58 94 74 57 91 52 203 99 98 52 52
internal_value=0 0.000621418 0.000897577 0.000651654 0.00069059 0.00075135 0.000722875 0.000753625 0.000932608 0.000924488 0.00094003 0.000801854 0.000751195 0.000800714 0.00082599 0.000576663 0.000826208 0.000825502 0.000957337 0.000816067 0.000943965 0.000950056 0.00104737 0.000886017 0.000861413 0.000763007
internal_weight=0 854 2079 802 708 402 649 594 1677 1612 1392 350 251 469 220 125 409 183 1209 198 1053 1001 156 153 143 126
internal_count=2933 854 2079 802 708 402 649 594 1677 1612 1392 350 251 469 220 125 409 183 1209 198 1053 1001 156 153 143 126
is_linear=0
shrinkage=0.0032998


Tree=9037
num_leaves=23
num_cat=0
split_feature=4 2 123 3 43 2 0 43 156 2 2 0 3 2 158 4 13 4 16 484 3 4
split_gain=3.98523 1.92288 1.2522 0.404277 0.324764 0.279321 0.254918 0.261742 0.214625 0.256915 0.206562 0.195614 0.231475 0.162561 0.155648 0.189394 0.131802 0.120718 0.105342 0.0782995 0.0639901 0.0430675
threshold=0.31392000000000003 0.13631000000000001 1.0000000180025095e-35 -0.026279999999999998 -0.049999999999999996 0.15305000000000002 -0.06952499999999999 -0.082094999999999987 0.089695000000000011 0.10859000000000001 0.086365000000000011 -0.056754999999999993 0.13772500000000001 0.10510500000000002 0.081110000000000015 0.052250000000000012 -0.026489999999999996 0.51326500000000019 -1.0000000180025095e-35 -0.019629999999999998 -0.24149499999999999 -0.072659999999999988
decision_type=2 2 2 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 17 -3 13 -8 9 16 -4 12 -6 14 15 -1 -5 -2 -18 -16 -9 -22
right_child=4 5 10 8 11 -7 7 20 -10 -11 -12 -13 -14 -15 19 -17 18 -19 -20 -21 21 -23
leaf_value=0.00087823694774750852 0.00037505213036965156 0.00053885839583107356 0.00034221245074095091 0.00088231729186660215 0.00065520669026311357 0.00021437635754416266 0.00059933012959199872 0.00071928803315112237 0.00090094682100126482 0.00048205939808298852 0.00061343913700525417 0.00031898504851860687 0.00037982912173031277 0.00073337677363507396 0.00086154218531349987 0.00072851591573500334 0.00062381709521276522 0.00015969880363363192 0.00080529014152224082 0.00102010874408041 0.00092826987556843266 0.00081694222323085445
leaf_weight=1328 57 62 53 54 90 55 76 58 65 54 75 55 54 91 52 102 100 58 57 124 59 154
leaf_count=1328 57 62 53 54 90 55 76 58 65 54 75 55 54 91 52 102 100 58 57 124 59 154
internal_value=0 0.000800668 0.000820015 0.000837179 0.000407022 0.000386625 0.000854582 0.000772192 0.000729279 0.000687039 0.00050141 0.00048791 0.000552185 0.000871408 0.000879207 0.000867582 0.000739331 0.000266745 0.000689927 0.00097346 0.000820539 0.000847945
internal_weight=0 2619 2502 2374 314 117 2044 347 330 265 128 199 144 1697 1606 1430 211 115 157 176 271 213
internal_count=2933 2619 2502 2374 314 117 2044 347 330 265 128 199 144 1697 1606 1430 211 115 157 176 271 213
is_linear=0
shrinkage=0.0032998


Tree=9038
num_leaves=27
num_cat=0
split_feature=1 1 12 10 39 1 13 14 4 13 51 4 481 158 48 4 4 4 1 48 4 12 131 12 51 13
split_gain=25.1877 3.77844 4.06657 1.33938 1.30426 0.920547 0.771508 0.749192 0.723415 0.576904 0.448576 0.313615 0.267537 0.203479 0.203289 0.19746 0.272359 0.158873 0.141392 0.135911 0.127106 0.118741 0.0996784 0.0980493 0.0977805 0.0532164
threshold=0.10398500000000001 0.12448500000000001 0.085075000000000026 -0.020369999999999996 0.055555000000000007 0.092900000000000024 -1.0000000180025095e-35 0.064610000000000015 0.032770000000000001 -1.0000000180025095e-35 0.08482000000000002 0.19778000000000004 -0.074254999999999988 0.081110000000000015 0.082425000000000012 -0.040394999999999993 -0.49010499999999996 0.50541500000000006 0.11077000000000002 -0.07607499999999999 0.0049450000000000006 0.087495000000000003 0.088865000000000013 0.096675000000000025 0.11255500000000002 -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 2 2 2 2
left_child=4 2 9 -3 7 -6 17 8 10 20 12 22 25 21 24 16 -14 -5 -11 -17 -2 -10 -4 -23 -12 -1
right_child=1 3 11 6 5 -7 -8 -9 13 18 14 -13 15 -15 -16 19 -18 -19 -20 -21 -22 23 -24 -25 -26 -27
leaf_value=0.0021971003212686432 0.00086529610396005236 0.00042392613116620033 0.0019770398615247104 0.00096033073754920901 0.0018289570438000608 0.00124787690873721 0.0012483808044319925 0.0022465431251450633 0.0015624290306427713 0.0014177302254977189 0.0019474221836906559 0.0015709380455024274 0.0021174137972326964 0.001921581125423464 0.0016646691511565523 0.0018450647299088452 0.0019067533233509838 0.00073380869519519261 0.0011672955093445015 0.0020289520887915064 0.001084549688930404 0.0018335880785605324 0.0017709800948315115 0.0016498991638959676 0.0017594762305659498 0.0020487511360204164
leaf_weight=55 72 53 64 74 71 52 89 82 52 52 94 52 76 66 77 54 868 66 52 428 52 82 52 62 53 83
leaf_count=55 72 53 64 74 71 52 89 82 52 52 94 52 76 66 77 54 868 66 52 428 52 82 52 62 53 83
internal_value=0 0.00119005 0.00139808 0.000897786 0.00191556 0.00158358 0.0010073 0.0019347 0.00192221 0.00111064 0.00194612 0.00178798 0.00196616 0.00175887 0.00180607 0.0019524 0.00192375 0.000853793 0.00129285 0.00200842 0.000957525 0.0017039 0.00188497 0.00175474 0.0018799 0.00210813
internal_weight=0 678 396 282 2255 123 229 2132 2050 228 1788 168 1564 262 224 1426 944 140 104 482 124 196 116 144 147 138
internal_count=2933 678 396 282 2255 123 229 2132 2050 228 1788 168 1564 262 224 1426 944 140 104 482 124 196 116 144 147 138
is_linear=0
shrinkage=0.0032998


Tree=9039
num_leaves=26
num_cat=0
split_feature=1 2 12 4 0 34 158 12 16 4 40 16 3 12 3 43 3 16 0 1 43 51 4 0 133
split_gain=5.00079 0.907093 0.72642 0.379129 0.320026 0.307069 0.300098 0.297948 0.262268 0.251742 0.184126 0.167797 0.154677 0.127928 0.126395 0.109749 0.0978338 0.0940358 0.0902789 0.084257 0.111036 0.076701 0.0685331 0.0483659 0.041967
threshold=0.10398500000000001 0.14253500000000002 0.085075000000000026 0.049545000000000006 -0.068419999999999995 -1.0000000180025095e-35 0.081110000000000015 0.10713500000000002 0.053305000000000012 -0.50139499999999992 -0.025204999999999995 -0.019749999999999993 0.086845000000000019 0.09227500000000001 -0.081914999999999988 -1.0000000180025095e-35 -0.066789999999999974 -0.14158499999999996 -0.18713499999999997 0.096315000000000026 -0.12788999999999998 -0.11101499999999999 0.40052000000000004 -0.081994999999999985 0.077945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 12 -2 14 15 11 -6 -3 18 17 -11 -5 -4 -15 -1 -7 20 23 -22 -20 -19 -16
right_child=1 10 7 6 9 8 -8 -9 -10 13 -12 -13 -14 16 24 -17 -18 19 22 -21 21 -23 -24 -25 -26
leaf_value=0.00095391658538689279 0.00023195673656082642 5.3267727740301042e-05 0.00066761773140785032 0.00046642586240266569 0.00083717448322092561 0.00058133143824557767 0.00083548818066286001 0.00047640235694051047 0.00067969551101001936 0.0005354459903327242 0.00030696346834007456 0.00025235129531251971 0.0006536879890123461 0.00077237819558427338 0.00060365436816379667 0.0008589139581869124 0.00059216084736785524 0.00097192260344262493 0.00049366904525647464 0.00069289071294592781 0.0006769297439939391 0.0008106201404850308 0.00032633967172122273 0.00084574776107144685 0.00072087677348282875
leaf_weight=54 78 55 79 60 96 54 80 64 52 90 73 52 70 82 99 60 59 67 58 68 52 1237 53 83 58
leaf_count=54 78 55 79 60 96 54 80 64 52 90 73 52 70 82 99 60 59 67 58 68 52 1237 53 83 58
internal_value=0 0.000448874 0.000507142 0.000772222 0.00078898 0.000415147 0.000661626 0.000664221 0.000468134 0.000693997 0.000198229 0.000417275 0.000808002 0.000634342 0.000597367 0.000750445 0.000697218 0.000814899 0.000469037 0.000809894 0.000815399 0.000805254 0.00041409 0.000902341 0.000647184
internal_weight=0 678 550 2255 1958 347 297 203 269 327 128 217 1631 231 217 139 141 1561 165 1507 1439 1289 111 150 157
internal_count=2933 678 550 2255 1958 347 297 203 269 327 128 217 1631 231 217 139 141 1561 165 1507 1439 1289 111 150 157
is_linear=0
shrinkage=0.0032998


Tree=9040
num_leaves=19
num_cat=0
split_feature=4 2 39 12 15 14 1454 157 157 15 4 48 49 49 49 15 12 12
split_gain=0.402316 0.198266 0.113629 0.0823218 0.0939484 0.0868191 0.0622108 0.0637239 0.0604316 0.134918 0.0974091 0.0637657 0.0952368 0.0836058 0.0565456 0.0521718 0.0514234 0.0403643
threshold=0.31392000000000003 0.15305000000000002 0.10096000000000001 0.099170000000000022 -0.26361999999999991 -0.42227999999999993 0.075770000000000018 -0.0023149999999999998 -0.00052499999999999986 -0.011749999999999998 -0.17568999999999999 0.11427000000000001 -0.011369999999999998 -0.091004999999999989 -1.0000000180025095e-35 -0.47354999999999997 0.084235000000000018 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 2 6 4 5 -2 8 -8 9 14 -11 12 13 -10 -1 -7 -14 -16
right_child=3 -3 -4 -5 -6 15 7 -9 11 10 -12 -13 16 -15 17 -17 -18 -19
leaf_value=0.017464038489745266 0.009529345404993202 0.0013727259469901935 0.0046466762377668563 -0.00058554356382475446 0.010951870895361177 0.004558482151559985 0.012719165691074133 0.0054529167925380997 0.013165239995310838 0.011496936453345073 0.0027736508823958009 0.017516623203137294 0.014797272525905715 0.0069564782705321716 0.0078683473723269639 -0.0024654611482683112 0.012195289708542834 0.012995048297335597
leaf_weight=52 57 56 67 60 84 70 57 89 97 59 96 66 265 174 71 52 1361 123
leaf_count=52 57 56 67 60 84 70 57 89 97 59 96 66 265 174 71 52 1361 123
internal_value=0 0.0113157 0.0115311 0.00501203 0.00629588 0.00410091 0.0117141 0.00830205 0.0119241 0.0100173 0.00610572 0.0123127 0.0121307 0.00918543 0.0124747 0.00154994 0.0126205 0.011128
internal_weight=0 2633 2577 323 263 179 2510 146 2364 401 155 1963 1897 271 246 122 1626 194
internal_count=2956 2633 2577 323 263 179 2510 146 2364 401 155 1963 1897 271 246 122 1626 194
is_linear=0
shrinkage=0.16829


Tree=9041
num_leaves=25
num_cat=0
split_feature=4 2 1 0 4 2 1 4 16 49 0 1 157 2 16 3 2 48 1456 133 3 15 133 3
split_gain=0.278269 0.136994 0.128334 0.0897158 0.314987 0.0826563 0.110228 0.0822742 0.108308 0.134021 0.104971 0.0925893 0.0729943 0.0720853 0.0685982 0.076997 0.0713409 0.0678528 0.0566239 0.0560236 0.0505991 0.206172 0.0708628 0.0484786
threshold=0.31392000000000003 0.15305000000000002 0.14754500000000001 -0.029849999999999998 -0.17568999999999999 0.086545000000000025 0.10404000000000001 0.049545000000000006 -0.40430999999999989 0.093510000000000024 -0.095724999999999991 0.081005000000000008 -0.087424999999999989 0.092385000000000009 -0.54150999999999994 0.0025650000000000004 0.12250500000000002 0.091545000000000015 -0.063379999999999978 0.26760500000000004 -0.091694999999999985 0.084495000000000015 -0.015599999999999998 -0.097199999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 5 13 18 7 10 -9 -10 11 -7 -12 -5 -2 16 -16 -8 -1 20 21 -20 -22 -15
right_child=2 -3 -4 4 -6 6 17 8 9 -11 12 -13 -14 23 15 -17 -18 -19 19 -21 22 -23 -24 -25
leaf_value=0.0072086295004095517 0.010575378445830678 0.0011417102348678587 -0.0034679848128385945 0.014828629047772771 -0.0048193161633841627 0.019043550838164083 -0.00030243757294574534 0.011304104055402258 -0.0019522945976821983 0.0081962990067043998 0.0039712780802735326 0.010793791600240039 0.0099152490644676683 0.0047347372959044036 -0.0030423744900441143 0.0077792556154409722 0.0053001468472060349 0.0076000365120115392 0.0092188386670490619 0.0075961352445129294 0.009013973707817145 0.022846673866725495 0.012578814811599988 0.011227531065412461
leaf_weight=101 62 56 52 56 54 66 53 92 63 88 65 97 699 76 56 93 60 72 75 98 248 55 460 59
leaf_count=101 62 56 52 56 54 66 53 92 63 88 65 97 699 76 56 93 60 72 75 98 248 55 460 59
internal_value=0 0.00941288 0.00416856 0.00959192 0.00650703 0.00991525 0.00901111 0.00951984 0.0067418 0.00395022 0.0102461 0.0141452 0.0094119 0.00971864 0.0056405 0.00416797 0.00125723 0.00423501 0.0110426 0.0114544 0.0119034 0.0149983 0.0113327 0.00758564
internal_weight=0 2633 323 2577 245 2332 1295 1170 243 151 927 163 764 191 271 209 116 125 1037 936 838 130 708 135
internal_count=2956 2633 323 2577 245 2332 1295 1170 243 151 927 163 764 191 271 209 116 125 1037 936 838 130 708 135
is_linear=0
shrinkage=0.16829


Tree=9042
num_leaves=23
num_cat=0
split_feature=1 3 15 13 0 1 43 15 3 12 16 15 0 0 43 15 43 1210 16 15 16 0
split_gain=11.0475 2.31473 0.862589 0.763983 0.660651 0.458781 0.376135 0.293362 0.259943 0.276081 0.256546 0.212586 0.164767 0.161601 0.176657 0.246237 0.206324 0.127244 0.0966484 0.0966056 0.0950838 0.0870549
threshold=0.10529500000000001 -0.063264999999999988 -0.26361999999999991 -0.27740999999999993 0.148925 0.098395000000000024 -0.064179999999999987 -0.14465499999999995 0.093925000000000022 0.090285000000000018 0.035560000000000008 -0.45371999999999996 -0.14920999999999998 -0.14867499999999997 0.00042000000000000007 0.083340000000000011 -0.00067499999999999993 -0.066709999999999978 0.24624500000000002 -0.11124499999999998 -0.14085499999999998 -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
left_child=4 7 11 -4 5 8 -5 -2 9 13 -7 21 -8 -1 16 -16 -15 -11 -9 -19 -21 -3
right_child=1 2 3 6 -6 10 12 18 -10 17 -12 -13 -14 14 15 -17 -18 19 -20 20 -22 -23
leaf_value=0.0012569581955925579 0.00064590660119422279 0.00024580078782824975 0.00028108003320671517 0.00050395609225789648 0.00072421756800647127 0.00078468626014285804 0.00066980055518511957 0.00084323237958383026 0.00090610986628458237 0.00089552865640368285 0.0010670177949466152 9.4273143036457417e-05 0.00093659778934581121 0.0011198590575239359 0.00083773740228237806 0.0011053702664990455 0.0012990827128835634 0.0011952743969447222 0.0010083523793872069 0.00091134793069887622 0.0010607916227104545 0.0004382334115137346
leaf_weight=102 55 53 78 83 60 89 52 81 83 58 60 60 52 871 57 118 79 57 83 54 619 52
leaf_count=102 55 53 78 83 60 89 52 81 83 58 60 60 52 871 57 118 79 57 83 54 619 52
internal_value=0 0.000580269 0.000439462 0.000556192 0.00106774 0.0010769 0.000670757 0.000856577 0.00108954 0.00109708 0.000898613 0.000251772 0.000803538 0.00112841 0.00111672 0.0010184 0.0011348 0.00104825 0.000927014 0.00106033 0.00104885 0.000341436
internal_weight=0 649 430 265 2307 2247 187 219 2098 2015 149 165 104 1227 1125 175 950 788 164 730 673 105
internal_count=2956 649 430 265 2307 2247 187 219 2098 2015 149 165 104 1227 1125 175 950 788 164 730 673 105
is_linear=0
shrinkage=0.0032998


Tree=9043
num_leaves=31
num_cat=0
split_feature=1 52 1 1 124 39 42 1 16 42 13 52 16 16 52 16 160 41 157 16 160 49 159 1186 129 16 42 43 133 403
split_gain=6.36111 1.24346 0.978917 0.726098 0.342954 0.305958 0.235691 0.204298 0.162329 0.155975 0.129398 0.121835 0.122934 0.104585 0.300462 0.101076 0.089795 0.0822647 0.0821604 0.0901683 0.0646937 0.0827848 0.0774552 0.0605089 0.0820308 0.0576642 0.0508768 0.0507085 0.0463565 0.0635188
threshold=0.10921500000000002 -0.24841999999999997 0.13472500000000001 0.098395000000000024 -0.078224999999999989 0.08252000000000001 0.073240000000000013 0.15314500000000003 0.044620000000000007 -1.0000000180025095e-35 0.032645000000000007 -0.41694999999999993 -0.062279999999999995 -0.16956499999999999 0.087525000000000006 -0.33811499999999994 -0.079594999999999985 0.076195000000000013 -0.0091799999999999989 0.19384500000000002 -0.075199999999999975 -0.068409999999999985 -0.023859999999999996 0.064110000000000014 0.010690000000000002 -0.39761999999999992 0.081180000000000016 -0.03898999999999999 0.26711500000000005 -0.091109999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 8 -3 11 25 15 9 23 16 -5 -13 14 -11 -4 -10 20 -18 -20 22 -22 -15 24 28 -6 -21 -26 29 -1
right_child=1 2 7 5 6 -7 -8 -9 10 13 -12 12 -14 17 -16 -17 18 -19 19 26 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.001058467731900136 0.00093272666986021551 0.00029869282603903815 0.00019748646688187103 0.00085786158601371327 0.0003923925100863399 0.00047983749894833002 0.00069273187191071781 4.0692158498634562e-05 0.00070618723859917269 0.00062007677334732303 0.00066364677737641817 0.00076813181221988935 0.00055563919910254242 0.00089115099145642516 0.00093641589355282224 0.0003864668205640668 0.00094084702041646027 0.00099453385244922831 0.0009086594660179145 0.00067947765469989613 0.00076033154619896978 0.0008918795070045701 0.00077994124090104068 0.0010175431773977574 0.00076342424738123471 0.00053413925192183039 0.0008185893739394328 0.00089405689192614986 0.00084768583803362951 0.00092840192905076701
leaf_weight=53 52 66 73 68 53 65 99 57 58 73 64 75 52 111 61 55 86 54 75 54 62 545 212 67 63 87 75 83 67 291
leaf_count=53 52 66 73 68 53 65 99 57 58 73 64 75 52 111 61 55 86 54 75 54 62 545 212 67 63 87 75 83 67 291
internal_value=0 0.00044705 0.000395437 0.000842788 0.000510383 0.000677434 0.000568694 0.000205741 0.000862731 0.000876884 0.000802808 0.000743119 0.000681404 0.000853116 0.000764345 0.000278964 0.000828299 0.000865169 0.0008526 0.000815225 0.000857619 0.000878501 0.000818268 0.000919411 0.000907544 0.00048073 0.00076063 0.000837929 0.000932188 0.000948544
internal_weight=0 542 490 2414 305 260 239 185 2154 1742 412 195 127 1118 134 128 348 984 290 204 930 607 323 624 557 140 129 146 411 344
internal_count=2956 542 490 2414 305 260 239 185 2154 1742 412 195 127 1118 134 128 348 984 290 204 930 607 323 624 557 140 129 146 411 344
is_linear=0
shrinkage=0.0032998


Tree=9044
num_leaves=25
num_cat=0
split_feature=2 39 2 0 2 39 2 0 13 2 13 147 2 13 11 52 49 52 39 43 13 2 52 2
split_gain=10.4636 3.62589 1.61418 1.43191 1.35127 1.12417 0.948563 0.726061 0.566345 0.511587 0.390034 0.281241 0.241908 0.237933 0.234428 0.232615 0.231043 0.195853 0.180998 0.159935 0.139611 0.0916745 0.0695687 0.0492026
threshold=0.12026500000000001 0.082115000000000007 0.10523 -0.12851999999999997 -1.0000000180025095e-35 0.087880000000000014 0.097180000000000016 -0.063819999999999988 -0.09057999999999998 0.084360000000000004 -0.0076349999999999986 0.087170000000000011 0.088905000000000026 -0.011514999999999999 0.074925000000000005 0.28122000000000008 0.077505000000000018 -0.072664999999999993 0.11651500000000002 -0.075374999999999984 -0.082644999999999982 0.13631000000000001 -0.44829999999999998 0.097695000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -3 8 -6 11 -2 13 -10 12 14 -9 15 -1 20 -18 -7 -5 -14 -12 -21 -11
right_child=5 4 3 19 6 18 -8 9 10 23 21 -13 16 -15 -16 -17 17 -19 -20 22 -22 -23 -24 -25
leaf_value=0.0012600610954189961 0.00042394381648175989 0.00044895374121741469 0.00060680483140531955 0.0012183076275852727 0.0012872472596557952 0.00036981725162603494 0.00071645251704348584 0.0010149205679210701 0.00099715552405737844 0.0012373444761346413 0.00074683545521356547 0.00098619765072312454 0.0012316723283901693 0.00069858002301511799 0.0014659296634035009 0.0010906791618244492 0.0014203613357264889 0.0011906605554830145 9.9445196805419747e-05 0.0011286811688748085 0.0010839931610225966 0.00054834176546115479 0.00097182530812484839 0.0010910402264996586
leaf_weight=1055 83 102 95 75 55 57 76 52 52 65 52 55 100 54 57 100 63 127 52 52 275 54 96 52
leaf_count=1055 83 102 95 75 55 57 76 52 52 65 52 55 100 54 57 100 63 127 52 52 275 54 96 52
internal_value=0 0.0011276 0.0011662 0.000946893 0.000734389 0.000519749 0.000956368 0.00120012 0.000645606 0.00102137 0.000761826 0.00122186 0.00122913 0.000854098 0.00125583 0.00124543 0.0011718 0.00126701 0.000241156 0.00109162 0.00112347 0.000646048 0.00102717 0.00117262
internal_weight=0 2606 2373 318 233 350 131 2055 241 223 158 1832 1777 106 1212 1155 565 190 109 223 375 106 148 117
internal_count=2956 2606 2373 318 233 350 131 2055 241 223 158 1832 1777 106 1212 1155 565 190 109 223 375 106 148 117
is_linear=0
shrinkage=0.0032998


Tree=9045
num_leaves=20
num_cat=0
split_feature=4 2 12 3 3 2 2 0 11 12 2 0 1212 160 2 42 4 484 16
split_gain=5.59636 2.317 1.38424 0.523044 0.373354 0.368325 0.37559 0.21447 0.194515 0.2014 0.270354 0.175114 0.151291 0.150715 0.146716 0.0811264 0.078604 0.0770761 0.047985
threshold=0.31392000000000003 0.13388500000000003 -1.0000000180025095e-35 -0.082634999999999986 0.10402500000000002 -0.007134999999999999 0.094985000000000014 -0.17127999999999996 1.0000000180025095e-35 0.090285000000000018 0.10384 -0.079794999999999991 0.081445000000000017 -1.0000000180025095e-35 0.15305000000000002 0.087825000000000014 0.028075000000000006 -0.065464999999999982 0.51041000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -2 8 -1 -7 -5 9 10 12 -10 -4 -9 -3 -15 17 -11 -18
right_child=3 14 4 7 -6 6 -8 13 11 16 -12 -13 -14 15 -16 -17 18 -19 -20
leaf_value=0.00034228207324998042 0.00053037120894015627 0.00043330726698960882 0.0008396438213470565 0.00039426290418935104 0.00061976278278049748 0.00085007518119653406 0.00050817696137594917 0.00029265586727008768 0.0010451367746446435 0.00090853921471076835 0.00061063556880810142 0.00082963564804126172 0.00094718638732879819 -3.6396655919958485e-07 0.00020603087148787555 0.00018157308561340705 0.00066530658803074926 0.00078250370534465664 0.00078693980910180732
leaf_weight=69 87 77 945 64 101 56 96 67 83 62 52 87 175 52 53 54 103 619 62
leaf_count=69 87 77 945 64 101 56 96 67 83 62 52 87 175 52 53 54 103 619 62
internal_value=0 0.000770945 0.000793203 0.000311233 0.000817312 0.000543335 0.000634371 0.000230641 0.000826415 0.000817246 0.000845601 0.000935058 0.000856479 0.000169907 0.000340919 9.19886e-05 0.000777922 0.00079403 0.000711225
internal_weight=0 2640 2510 324 2289 221 152 237 2188 2018 1172 170 1120 173 130 106 846 681 165
internal_count=2964 2640 2510 324 2289 221 152 237 2188 2018 1172 170 1120 173 130 106 846 681 165
is_linear=0
shrinkage=0.0032998


Tree=9046
num_leaves=28
num_cat=0
split_feature=3 3 43 2 2 12 4 52 12 4 3 2 4 52 2 3 15 12 3 16 133 13 43 43 4 4 13
split_gain=5.10148 1.64815 1.257 0.817264 0.553843 0.467111 0.32214 0.386993 0.262822 0.199958 0.186559 0.180291 0.381444 0.175311 0.159866 0.155414 0.186964 0.130897 0.129273 0.120062 0.101551 0.0894427 0.0787189 0.072005 0.0606496 0.0446182 0.0329228
threshold=-0.053364999999999996 0.28833000000000003 -0.033049999999999989 0.13447000000000003 0.11218000000000002 0.023990000000000004 0.27420500000000009 -0.036309999999999988 0.090285000000000018 0.032770000000000001 -0.13392999999999997 0.10179000000000001 -0.10023999999999998 -0.087604999999999988 0.14253500000000002 -0.0024599999999999995 -0.031624999999999993 0.10331000000000001 0.10021000000000001 -0.08267999999999999 -0.0045649999999999987 -0.089024999999999979 -0.074874999999999983 0.05259500000000001 -0.091059999999999988 0.27998000000000006 0.076825000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 5 15 -1 7 13 11 10 -10 12 -7 -2 -3 -4 19 22 -18 -17 23 -22 -11 -14 -12 -6 -26
right_child=1 14 4 -5 25 8 -8 -9 9 17 24 -13 20 -15 -16 16 18 -19 -20 -21 21 -23 -24 -25 26 -27 -28
leaf_value=0.0005547154378883456 0.0005432624563395049 0.0003146536946385205 0.00063613004738731775 0.00044217761342534663 0.00059254759692566278 0.0011708495566264345 0.00027745909735665841 0.00072548993479092485 0.00099367002026432764 0.00071911870136627163 0.00072647099391620628 0.00071880253064454756 0.00092054484248722552 0.00028733143096326019 8.3352239809993136e-05 0.00063875519017901703 0.0010214178080352096 0.00060321863163193868 0.00080227908743127449 0.00085082565235753348 0.00074571106512546148 0.00088546395470454379 0.00087980302025769609 0.0010437204939563577 0.00083627628168523997 0.00045772061794478524 0.00092559874353526593
leaf_weight=53 55 71 53 52 63 61 92 64 95 79 56 55 319 64 61 62 71 59 54 59 59 522 64 68 542 53 58
leaf_count=53 55 71 53 52 63 61 92 64 95 79 56 55 319 64 61 62 71 59 54 59 59 522 64 68 542 53 58
internal_value=0 0.000546258 0.000610911 0.0008522 0.00072569 0.000862385 0.000437571 0.000517871 0.000870373 0.000829954 0.000855038 0.000905875 0.000915839 0.000405915 0.000208031 0.000801007 0.000836386 0.000736525 0.000927032 0.000742453 0.000899733 0.000871333 0.00079128 0.000942279 0.000834907 0.000531249 0.00084497
internal_weight=0 822 690 2142 415 2090 275 183 2037 953 751 1084 1029 119 132 299 246 202 125 121 968 581 143 387 656 116 600
internal_count=2964 822 690 2142 415 2090 275 183 2037 953 751 1084 1029 119 132 299 246 202 125 121 968 581 143 387 656 116 600
is_linear=0
shrinkage=0.0032998


Tree=9047
num_leaves=27
num_cat=0
split_feature=3 3 43 376 51 13 4 3 4 475 133 1212 43 43 43 158 43 41 158 4 159 4 3 4 133 13
split_gain=0.473123 0.166376 0.212083 0.116842 0.11147 0.100747 0.135909 0.0945292 0.0945004 0.0864157 0.089112 0.182878 0.0879539 0.0594125 0.0568469 0.049611 0.084333 0.106043 0.0808382 0.0501359 0.0440152 0.041086 0.0409721 0.0376606 0.0201698 0.0184475
threshold=-0.046079999999999989 0.30863500000000005 -0.073404999999999984 0.084435000000000024 0.10570500000000001 -0.0039049999999999992 -0.22295999999999996 0.10661500000000002 0.42118000000000005 -0.09688999999999999 -0.082639999999999977 0.081445000000000017 0.080350000000000019 -0.085594999999999991 1.0000000180025095e-35 0.085110000000000005 -0.22491499999999998 0.078150000000000011 0.10394000000000002 -0.0069049999999999988 0.090550000000000005 -1.0000000180025095e-35 -0.081459999999999991 -0.091059999999999988 -0.15323999999999996 -0.041479999999999996
decision_type=2 2 2 2 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 13 5 14 -7 21 9 -1 11 22 15 -2 -4 16 23 -18 -17 -20 -3 -8 24 -12 -11 -24
right_child=1 20 4 -5 -6 6 7 -9 -10 10 12 -13 -14 -15 -16 18 17 -19 19 -21 -22 -23 25 -25 -26 -27
leaf_value=0.017110047310360546 0.0033717707105315195 -0.0023458633225765346 0.0085846240870327117 0.0089808945125262815 0.015640028722907238 0.012905289385226679 0.0027856853419515174 -0.0013288210790748151 0.0038897915183553188 0.010979607613176345 0.0030070509840161466 0.022008028065060265 0.0041556063618918664 -0.0033352795037377395 0.015979395426655184 0.018547699650528292 0.010456989903874218 0.017924786039634322 0.014274810874637306 0.0069562107334058543 0.0039811327825796279 0.0088125875292143583 0.011195754166418386 0.0090312782252459541 0.015114838063083539 0.0072552854237157346
leaf_weight=69 83 67 61 63 68 68 52 61 52 56 59 59 61 68 60 59 1268 57 56 53 58 88 97 61 103 57
leaf_count=69 83 67 61 63 68 68 52 61 52 56 59 59 61 68 60 59 1268 57 56 53 58 88 97 61 103 57
internal_value=0 0.00622884 0.00727775 0.00289184 0.00932314 0.00821713 0.00638908 0.00417565 0.0110305 0.0112052 0.0110052 0.0133787 0.0104767 0.000339479 0.0122663 0.0107146 0.0103909 0.0107796 0.013488 0.0107327 0.00057549 0.00658686 0.0117464 0.00608434 0.0136697 0.00974894
internal_weight=0 797 672 214 458 390 269 201 2167 2115 2046 372 1674 151 121 1613 1445 1325 168 109 125 140 313 120 159 154
internal_count=2964 797 672 214 458 390 269 201 2167 2115 2046 372 1674 151 121 1613 1445 1325 168 109 125 140 313 120 159 154
is_linear=0
shrinkage=0.16829


Tree=9048
num_leaves=24
num_cat=0
split_feature=12 12 12 106 51 3 48 12 3 3 12 42 151 39 3 16 3 3 12 156 3 484 133
split_gain=0.339744 0.128314 0.115221 0.105124 0.100902 0.0780251 0.0689168 0.0635321 0.0690191 0.0854404 0.063555 0.0722807 0.0596553 0.0652102 0.0870441 0.118797 0.0978063 0.0521904 0.128496 0.0668491 0.0480302 0.054395 0.0425911
threshold=0.078120000000000009 0.13936000000000001 0.083725000000000008 0.085650000000000018 0.10532000000000001 -0.090889999999999985 0.10168500000000001 0.084130000000000024 -0.080504999999999979 -0.082879999999999995 0.09253500000000002 0.087855000000000003 -0.086879999999999985 0.10096000000000001 0.10402500000000002 -0.11082499999999999 -0.004069999999999999 -0.14954999999999999 0.093245000000000008 0.088215000000000016 -0.079774999999999985 0.0045600000000000007 0.089025000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 6 -2 12 -4 9 17 11 -11 -1 14 16 -16 -14 18 -9 -19 -10 22 -22
right_child=1 -3 7 -5 -6 -7 -8 8 20 10 -12 -13 13 -15 15 -17 -18 19 -20 -21 21 -23 -24
leaf_value=0.0007516736057307749 0.019174824573148053 0.001816981874568565 0.0040355905913736509 -0.0018380144272428978 0.011000957081397979 0.010372417789387516 -3.337758273096069e-05 0.017408097943296501 0.0037652360615295956 0.011488938227134031 0.0070947761185854866 0.017501349679076093 0.0052826881561784675 0.0013644119687109147 0.009336221352990377 -0.00086184389562130655 0.011115295876560516 0.0091060848037583398 0.0077026737238061194 0.0028635982417681634 0.0077969857051726739 0.0032770372998197094 0.010981093015686767
leaf_weight=66 56 65 68 56 90 61 69 71 72 163 52 90 157 71 54 80 173 724 87 53 342 54 190
leaf_count=66 56 65 68 56 90 61 69 71 72 163 52 90 157 71 54 80 173 724 87 53 342 54 190
internal_value=0 0.00921445 0.00944443 0.00517459 0.00569368 0.0146009 0.00497808 0.00913665 0.00931846 0.0100631 0.0125257 0.0136348 0.00555642 0.0061458 0.00687356 0.00323442 0.00834583 0.00925783 0.0120753 0.00868259 0.0079125 0.00841899 0.00893754
internal_weight=0 2148 2083 816 760 117 670 1966 1898 1240 305 253 601 535 464 134 330 935 158 777 658 586 532
internal_count=2964 2148 2083 816 760 117 670 1966 1898 1240 305 253 601 535 464 134 330 935 158 777 658 586 532
is_linear=0
shrinkage=0.16829


Tree=9049
num_leaves=19
num_cat=0
split_feature=10 0 39 3 49 10 1213 51 3 0 39 3 483 49 481 3 3 3
split_gain=0.249671 0.134914 0.125115 0.121455 0.159434 0.114186 0.069962 0.0643291 0.0965603 0.0718421 0.0779424 0.0665106 0.0594124 0.0507151 0.0594546 0.0881793 0.0618028 0.0442822
threshold=-1.0000000180025095e-35 -0.080064999999999983 0.10096000000000001 -0.080409999999999995 0.14914000000000002 0.043560000000000008 -0.12988499999999997 0.108005 0.081495000000000012 -0.12368999999999998 0.0095750000000000019 0.091085000000000013 -0.095084999999999989 -0.06017999999999999 -0.052634999999999994 -0.085324999999999984 -0.115685 -0.08892499999999999
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 7 -2 9 -9 11 -11 -5 -8 17 15 -15 -16 -14
right_child=2 -3 -4 4 -6 -7 12 8 -10 10 -12 -13 13 14 16 -17 -18 -19
leaf_value=0.0057215641489802753 0.014152919827200848 -0.0037210533383322925 0.0012889743884967185 0.0066311207449381675 -0.0029913991966669298 -0.001172261275879894 0.013036739797817986 0.0063569451024415207 0.015786081422407696 0.0067362421005055448 0.013467243073389902 0.00098379583424565583 0.00097589439176438096 0.00075178358239237034 0.0110028547935715 0.0099314102357080537 0.0079387083815839442 0.0073384756669750738
leaf_weight=78 58 95 101 120 52 52 68 72 55 705 53 118 54 70 245 52 841 75
leaf_count=78 58 95 101 120 52 52 68 72 55 705 53 118 54 70 245 52 841 75
internal_value=0 0.000525927 0.00712557 0.00734405 0.00610387 0.00650792 0.00838294 0.00686514 0.0104546 0.00640565 0.00720925 0.00383874 0.00814347 0.00789325 0.00823394 0.00467914 0.00863163 0.004689
internal_weight=0 173 2791 2690 1227 1175 1463 1123 127 996 758 238 1405 1337 1208 122 1086 129
internal_count=2964 173 2791 2690 1227 1175 1463 1123 127 996 758 238 1405 1337 1208 122 1086 129
is_linear=0
shrinkage=0.16829


Tree=9050
num_leaves=26
num_cat=0
split_feature=1 1 12 13 13 123 150 42 15 1213 4 12 43 1456 51 1 12 0 43 1 15 13 52 51 13
split_gain=6.1216 0.883815 0.68598 0.461773 0.474743 0.548978 0.302622 0.191203 0.21242 0.240954 0.169124 0.153516 0.137992 0.122173 0.131659 0.0943026 0.0899859 0.0851042 0.0818023 0.0783341 0.0507985 0.0690433 0.0490209 0.0369466 0.0168987
threshold=0.11829500000000003 0.10575500000000002 0.085075000000000026 0.10621000000000001 -0.36115499999999995 0.081180000000000016 0.10860500000000002 0.10254000000000001 0.043560000000000008 0.084325000000000011 0.31392000000000003 0.086085000000000009 -0.071734999999999979 -0.077489999999999989 0.11178000000000002 0.085605000000000014 0.097510000000000013 -0.087359999999999979 -0.011714999999999998 0.10950000000000001 0.079600000000000018 -0.065239999999999979 0.084705000000000016 -1.0000000180025095e-35 -0.0073349999999999986
decision_type=2 2 2 2 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 4 -2 10 7 8 9 13 -6 12 -10 23 -15 22 -4 -14 -17 -3 -9 -22 -13 -1 -21
right_child=3 2 16 -5 5 -7 -8 20 11 -11 -12 15 17 14 -16 18 -18 -19 -20 24 21 -23 -24 -25 -26
leaf_value=0.00081007189611799089 0.00014696609822428995 0.00054547912930276085 0.00084890019932731299 2.8773084121966385e-05 0.00065788750802268285 0.00020399006511976069 0.00058839520899758391 0.00062121570395105852 0.0010612164853165446 0.00055338787534050073 0.00042137037214271195 0.00072572815772320876 0.00096114343938934123 0.00077720268949363997 0.00062464231963816729 0.00093983090205750682 0.00066273353492887321 0.00081712504834306895 0.00079154583482809212 0.00043014367417612993 0.00081345893588674134 0.00067200188740236598 0.00080595096069797879 0.0009282258368977491 0.00034044325576398817
leaf_weight=61 88 52 70 58 80 73 87 71 52 55 58 130 73 867 69 99 52 137 77 53 69 96 309 73 52
leaf_count=61 88 52 70 58 80 73 87 71 52 55 58 130 73 867 69 99 52 137 77 53 69 96 309 73 52
internal_value=0 0.000759834 0.000583841 0.000298892 0.000351172 0.000436172 0.000780938 0.000788407 0.000799002 0.000768611 0.000558737 0.000837948 0.000905967 0.000779641 0.000765994 0.000808913 0.000769839 0.000867356 0.000875156 0.000439083 0.00069838 0.00073137 0.000782275 0.000874702 0.000386056
internal_weight=0 2604 279 357 299 211 2325 2238 2002 1125 138 877 262 1070 936 615 122 210 176 157 236 165 439 134 105
internal_count=2961 2604 279 357 299 211 2325 2238 2002 1125 138 877 262 1070 936 615 122 210 176 157 236 165 439 134 105
is_linear=0
shrinkage=0.0032998


Tree=9051
num_leaves=13
num_cat=0
split_feature=39 1456 16 150 484 0 52 1375 456 131 2 484
split_gain=0.167957 0.136368 0.0955901 0.0898473 0.0723659 0.177047 0.0735252 0.0680757 0.0633035 0.0592134 0.0554702 0.0544852
threshold=0.12081000000000001 -0.082809999999999981 -0.54150999999999994 0.12364000000000001 0.070005000000000012 -0.10185499999999999 -0.091869999999999993 -1.0000000180025095e-35 0.089305000000000009 0.082750000000000004 0.086665000000000006 0.096490000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 7 -6 -7 -4 9 -9 -1 -8
right_child=-2 2 3 -5 5 6 11 8 -10 -11 -12 -13
leaf_value=0.014301035092341957 -0.002492512928979443 0.011925822657104537 0.011545884822141719 -0.0010212935291938623 -0.0044370669877394249 0.00069157425627621577 0.0096342999963508046 0.0058770897815838352 0.0010215739244573349 0.0082813402948303007 0.00815428029038133 0.0033197161794419282
leaf_weight=76 63 75 68 53 63 64 111 1811 68 351 97 61
leaf_count=76 63 75 68 53 63 64 111 1811 68 351 97 61
internal_value=0 0.00627057 0.00597823 0.00580922 0.00594931 0.00347302 0.00559222 0.00627073 0.00610907 0.00626825 0.010865 0.00740527
internal_weight=0 2898 2725 2650 2597 299 236 2298 2230 2162 173 172
internal_count=2961 2898 2725 2650 2597 299 236 2298 2230 2162 173 172
is_linear=0
shrinkage=0.16829


Tree=9052
num_leaves=24
num_cat=0
split_feature=1 16 15 1447 1212 4 16 39 2 147 1 51 42 11 2 42 4 16 43 42 2 16 1212
split_gain=0.239748 0.109859 0.0866011 0.14804 0.109124 0.0873837 0.0773996 0.149092 0.0681989 0.0656945 0.0633393 0.0592003 0.0829987 0.1089 0.0501637 0.0490865 0.0455088 0.0367321 0.0361096 0.0705139 0.0618184 0.113126 0.0508062
threshold=0.12000500000000001 -0.46591499999999991 0.039965000000000007 -0.084094999999999989 0.054415000000000012 -0.052619999999999993 -0.40430999999999989 0.087735000000000021 0.11523000000000001 0.085900000000000018 0.082135000000000014 0.11178000000000002 0.090295000000000014 1.0000000180025095e-35 0.13270000000000001 0.094010000000000024 -0.0064399999999999987 0.044620000000000007 0.0052850000000000006 0.10683500000000001 0.081055000000000016 -0.080789999999999987 0.032510000000000004
decision_type=2 2 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 9 18 14 17 10 11 -1 12 13 -3 -2 -14 -13 -8 19 22 -20 -22 -5
right_child=6 2 3 5 -6 -7 7 -9 -10 -11 -12 16 15 -15 -16 -17 -18 -19 20 -21 21 -23 -24
leaf_value=0.0080614600276942457 -0.0057836671797709006 0.005378765891202595 0.014130778178948878 0.0075187385588727403 -0.0029734000795066519 0.011240447467763214 0.0089643439017552534 -0.003282438974070588 0.0044244744010710742 -0.00074355023764811174 0.015397242271588922 -0.0018044139344419298 -0.00079817942111192581 0.01116669832313435 0.0010336072331448213 0.0044112531693196125 0.0046832248899444798 0.0033118260067488766 0.007725281308704918 0.00061304817010420475 0.0058474920908381913 -0.003518020989804446 0.0039914214325211797
leaf_weight=73 65 854 67 451 54 81 66 74 55 59 64 61 85 104 57 127 61 67 68 62 80 67 159
leaf_count=73 65 854 67 451 54 81 66 74 55 59 64 61 85 104 57 127 61 67 68 62 80 67 159
internal_value=0 0.00559583 0.00528918 0.00646109 0.0044246 0.00592838 0.000770869 0.00275671 0.00948359 0.00472163 0.0115015 0.00497259 0.00534101 0.00600898 -0.00258382 0.00231409 0.00142468 0.00613034 0.00544126 0.00605237 0.00352284 0.00156664 0.00660227
internal_weight=0 2632 2440 1035 1405 968 329 207 192 1351 137 1292 1170 958 122 212 122 133 887 672 215 147 610
internal_count=2961 2632 2440 1035 1405 968 329 207 192 1351 137 1292 1170 958 122 212 122 133 887 672 215 147 610
is_linear=0
shrinkage=0.16829


Tree=9053
num_leaves=15
num_cat=0
split_feature=10 10 3 1456 12 12 16 16 16 16 3 3 157 12
split_gain=0.101592 0.172267 0.112599 0.0850859 0.0655998 0.059621 0.144276 0.304585 0.0844682 0.0753932 0.111995 0.0900586 0.0341301 0.0233208
threshold=-0.36237499999999995 -0.082174999999999984 0.35004500000000011 -0.082809999999999981 -0.098524999999999988 0.083725000000000008 -0.0096749999999999978 0.026395000000000005 -0.039209999999999995 0.19384500000000002 -0.054399999999999997 -0.072649999999999978 -0.017409999999999998 0.086085000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 12 -5 6 8 -8 -6 10 -7 -11 -3 -14
right_child=1 2 -4 4 5 9 7 -9 -10 11 -12 -13 13 -15
leaf_value=-0.0031432547652690676 0.01395574344498619 0.0043812109539658316 -0.0027962276456773342 0.0099690813320607655 0.0036765445700322982 0.0046379360155750114 -0.0081256684813088252 0.0035856208707694265 0.010733630448067452 0.0033621309688587728 0.012193198588274012 -0.0043070322603680575 0.012105090478183454 0.0072640690890848087
leaf_weight=52 52 54 64 53 355 1526 94 190 56 235 58 53 56 63
leaf_count=52 52 54 64 53 355 1526 94 190 56 235 58 53 56 63
internal_value=0 0.00434171 0.00416609 0.00432627 0.00408618 0.00396401 0.00262663 -0.000284325 0.00464247 0.00445957 0.00491571 0.00194455 0.00795202 0.00955729
internal_weight=0 2909 2857 2793 2620 2567 695 284 411 1872 1584 288 173 119
internal_count=2961 2909 2857 2793 2620 2567 695 284 411 1872 1584 288 173 119
is_linear=0
shrinkage=0.16829


Tree=9054
num_leaves=24
num_cat=0
split_feature=1 376 13 1 43 49 159 13 16 0 48 1 2 1446 474 1446 402 475 0 159 0 133 131
split_gain=0.134123 0.121688 0.110766 0.0912934 0.0948124 0.0985222 0.0886825 0.0783883 0.0574324 0.0776374 0.109403 0.137566 0.0867376 0.0665344 0.0669276 0.0595394 0.0667897 0.0582417 0.0549269 0.0528834 0.0269351 0.0219664 0.0185693
threshold=0.10575500000000002 0.083760000000000015 0.17226500000000003 0.10801000000000001 -0.06372499999999999 0.091005000000000016 0.10194000000000002 -0.011954999999999999 -0.46591499999999991 -0.10594499999999998 0.085265000000000021 0.083065000000000014 0.08487500000000002 0.087090000000000015 0.084475000000000008 0.083705000000000016 1.0000000180025095e-35 -0.010719999999999999 -0.08155999999999998 -0.08860999999999998 -0.13165999999999997 0.088035000000000016 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 8 3 -2 7 6 18 22 20 10 11 -10 15 14 19 16 17 -11 -6 -14 -1 -16 -5
right_child=2 -3 -4 4 5 -7 -8 -9 9 12 -12 -13 13 -15 21 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.010231528409954121 -0.0039517224585658619 0.011655145329544649 -0.0057380890095202371 -0.00032065816176879403 0.010606623687818111 -0.00074261290565500544 0.00031611302789775971 -0.0057970899826882407 0.0024160503098933314 0.00047013039069678718 0.0062883132700220258 -0.0079246778577211005 0.0066813149250167818 -0.0012756894410615451 0.0080437471627016945 0.0097086152560712617 0.0010296094974619823 0.0064784688417244309 0.0048735293932415536 0.002627214546717774 0.0048670178370884285 0.0039776558229543298 0.0036325956414412441
leaf_weight=57 64 59 57 59 100 77 58 52 88 52 68 62 102 86 112 88 101 420 93 917 53 60 76
leaf_count=57 64 59 57 59 100 77 58 52 88 52 68 62 102 86 112 88 101 420 93 917 53 60 76
internal_value=0 0.00409458 0.00133206 0.00203119 0.00277818 0.00450259 0.00611884 -0.000236846 0.00389694 0.00370395 0.000682971 -0.00184614 0.00404284 0.00322952 0.00355634 0.00561141 0.00497904 0.00582034 0.00785335 0.00303479 0.00766314 0.00663579 0.00189157
internal_weight=0 2325 636 579 515 328 251 187 2266 2156 218 150 1938 1277 1191 661 573 472 193 1019 110 172 135
internal_count=2961 2325 636 579 515 328 251 187 2266 2156 218 150 1938 1277 1191 661 573 472 193 1019 110 172 135
is_linear=0
shrinkage=0.16829


Tree=9055
num_leaves=17
num_cat=0
split_feature=4 48 0 3 158 475 0 156 3 4 4 42 157 151 42 16
split_gain=0.171857 0.186224 0.121837 0.097584 0.0893415 0.0908776 0.114507 0.0866698 0.141486 0.130424 0.088859 0.137053 0.0590579 0.057006 0.048132 0.0343426
threshold=0.23355000000000001 0.099800000000000014 0.0088250000000000012 0.10766000000000002 -0.46560999999999991 -0.085684999999999997 0.12390500000000002 0.10280000000000002 0.10021000000000001 -0.040394999999999993 -0.081049999999999983 0.098205000000000015 -0.013599999999999999 -0.085989999999999983 0.09901500000000002 -0.45743999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 14 -1 12 7 8 10 -10 11 -7 -6 -12 15 -2
right_child=1 -3 -4 -5 5 6 -8 -9 9 -11 13 -13 -14 -15 -16 -17
leaf_value=0.010388553275818627 0.0043957739308283107 -0.0095811012108412089 -0.0062567921271595352 0.0074082784485635109 0.010556911599101992 0.00094391141997399067 -0.0029723245895749936 0.0084738278157822523 0.0041224167861882025 -0.0067419875343327617 0.0014459834390687753 0.0099973451243161402 0.0040787051834866488 0.0046228791416306264 -0.0035181851815108446 -0.00040318417372716743
leaf_weight=53 88 52 53 83 79 540 84 90 53 76 186 52 83 1224 58 80
leaf_count=53 88 52 53 83 79 540 84 90 53 76 186 52 83 1224 58 80
internal_value=0 -0.000159947 0.0011884 0.00247123 0.00353567 0.00338772 0.00311557 0.00334663 0.00312924 -0.00226439 0.00347768 0.00174218 0.00724892 0.00420507 0.000650113 0.00209986
internal_weight=0 414 362 309 2520 2467 2305 2221 2131 129 2002 592 162 1410 226 168
internal_count=2934 414 362 309 2520 2467 2305 2221 2131 129 2002 592 162 1410 226 168
is_linear=0
shrinkage=0.16829


Tree=9056
num_leaves=22
num_cat=0
split_feature=4 2 123 10 2 13 2 10 0 2 4 39 132 13 52 4 12 4 4 151 0
split_gain=6.3629 1.70311 0.831281 0.548856 0.39412 0.333795 0.295669 0.226101 0.139484 0.119513 0.145604 0.107421 0.105693 0.0790372 0.193896 0.0871242 0.0646387 0.191327 0.0573648 0.0532087 0.0278706
threshold=0.31392000000000003 0.14253500000000002 0.080635000000000012 -0.063134999999999983 0.099345000000000017 -0.093619999999999995 -0.007134999999999999 1.0000000180025095e-35 -0.041534999999999996 0.093320000000000014 -0.0042499999999999994 0.088025000000000006 0.024785000000000005 0.022635000000000006 -0.23047999999999999 0.024470000000000002 0.084065000000000015 -0.0005399999999999999 0.010535000000000001 -0.0008699999999999999 -0.078109999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 8 -6 -4 11 9 16 20 19 13 15 -15 -7 17 -1 -18 -5 -11
right_child=3 -3 6 7 5 12 -8 -9 -10 10 -12 -13 -14 14 -16 -17 18 -19 -20 -21 -22
leaf_value=0.00080224408534302824 -6.6127160480745553e-05 0.00029849628588501231 0.00031565299182499229 0.00048801989072902544 0.00049079905558275887 0.00083950181193812056 0.00062691692256886238 0.00011632633173492539 0.00067453889779891271 0.00084994545067871837 0.00060145215144716583 0.00022497775628996393 0.0005879895796374083 0.00080125381065727485 0.000540989395447859 0.00070829766348007664 0.00080951994089704504 0.00098756531243791553 0.00073467028955244429 0.00035452104979130146 0.00074552127049049238
leaf_weight=209 52 91 52 52 78 138 95 55 102 57 70 52 54 68 60 101 1146 89 136 99 78
leaf_count=209 52 91 52 52 78 138 95 55 102 57 70 52 54 68 60 101 1146 89 136 99 78
internal_value=0 0.000742666 0.000758609 0.000242591 0.000773477 0.000690469 0.00051705 0.00030495 0.000795409 0.000802296 0.000725706 0.000355881 0.000727378 0.000747792 0.00067953 0.000784203 0.000812211 0.00085771 0.000801607 0.000400727 0.000789872
internal_weight=0 2624 2533 310 2386 499 147 258 1887 1785 205 203 421 367 128 239 1580 298 1282 151 135
internal_count=2934 2624 2533 310 2386 499 147 258 1887 1785 205 203 421 367 128 239 1580 298 1282 151 135
is_linear=0
shrinkage=0.0032998


Tree=9057
num_leaves=18
num_cat=0
split_feature=4 10 14 3 158 475 1375 0 0 51 0 52 51 1213 1 0 15
split_gain=0.140508 0.119478 0.103955 0.0810687 0.0620446 0.0641617 0.0921443 0.102108 0.081978 0.0806017 0.0723194 0.226333 0.0505312 0.0503006 0.0417579 0.0401147 0.0028794
threshold=0.23355000000000001 -0.063134999999999983 -0.10523499999999998 -0.10337499999999998 -0.46560999999999991 -0.085684999999999997 -0.10702499999999998 -0.22745499999999999 0.12390500000000002 -0.056469999999999992 -0.10298499999999998 0.0049050000000000005 -0.11756999999999999 0.085475000000000009 0.11156000000000001 -0.10339499999999999 -0.11124499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 9 -7 -8 10 12 11 -9 -6 -12 16 -16 -5
right_child=1 2 3 14 5 6 7 8 -10 -11 13 -13 -14 -15 15 -17 -18
leaf_value=0.0092203377181491204 -0.0073027328856020007 0.0063611480483745037 -0.0063260972694723578 0.0044172363212654298 0.0055704066439569294 -0.003769060727470784 0.010628116603485541 0.0038892882851468058 -0.0020050372764563841 0.0013533187387325851 0.0039842688247442538 -0.0073836198099640031 0.012970099794102765 0.001011222372038196 -0.0043361689292409364 0.0018869334841003791 0.0025334767314480811
leaf_weight=53 53 86 52 52 53 53 53 174 84 55 1690 71 54 180 57 60 54
leaf_count=53 53 86 52 52 53 53 53 174 84 55 1690 71 54 180 57 60 54
internal_value=0 0.00015366 0.00125334 -0.000337474 0.00350355 0.00338001 0.00315099 0.00331465 0.00313757 0.00662742 0.00334266 0.000615112 0.00932162 0.00369905 0.00105092 -0.00112948 0.00347453
internal_weight=0 414 361 275 2520 2467 2305 2252 2199 162 2115 245 107 1870 223 117 106
internal_count=2934 414 361 275 2520 2467 2305 2252 2199 162 2115 245 107 1870 223 117 106
is_linear=0
shrinkage=0.16829


Tree=9058
num_leaves=22
num_cat=0
split_feature=4 48 0 14 42 483 1211 3 47 3 0 456 4 481 157 49 403 4 42 16 49
split_gain=0.0971748 0.109209 0.0806884 0.0795967 0.0634463 0.123268 0.0704152 0.0769013 0.0659446 0.0608504 0.0644106 0.0572222 0.070084 0.058909 0.0535733 0.0506184 0.0497628 0.064189 0.0474877 0.0531755 0.0453413
threshold=0.23355000000000001 0.099800000000000014 0.0088250000000000012 -0.10523499999999998 0.0069650000000000016 0.085790000000000019 0.079615000000000019 -0.11372999999999998 0.085165000000000018 0.11391500000000002 0.12390500000000002 0.08728000000000001 -0.011744999999999998 -0.084514999999999993 -0.081374999999999989 0.083250000000000005 -0.53379499999999991 -0.035849999999999993 0.091785000000000019 -0.5038649999999999 0.016520000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 8 7 -6 9 10 14 13 -13 -9 -1 -10 -15 -18 19 -5 -16
right_child=1 -3 -4 18 6 -7 -8 11 15 -11 -12 12 -14 16 20 -17 17 -19 -20 -21 -22
leaf_value=0.0067498530284998458 0.0069034017142341102 -0.0070790432230726985 -0.0048881212323844039 0.0049107060277921331 0.0090177820039632796 0.0096278292225748675 -0.00065125927899186689 -0.00063864344367728246 0.0010643776376708435 -0.0029704310877078995 -0.0036746597276367072 0.011486447975154381 0.003048620059161837 -0.0011962609096552235 0.0021340573325366566 0.0076430763396223341 0.0056755427461870562 0.0027167223500517944 -0.00315942117197026 -0.0011257932430460162 -0.0013626798710957844
leaf_weight=62 77 52 53 91 84 58 95 96 55 90 61 57 56 54 697 86 380 466 66 75 123
leaf_count=62 77 52 53 91 84 58 95 96 55 90 61 57 56 54 697 86 380 466 66 75 123
internal_value=0 0.000127801 0.001168 0.00221257 0.00291442 0.00204779 0.00374197 0.00409332 0.00167178 0.00120352 0.00160378 0.0037187 0.00732077 0.00330823 0.00197088 0.00508966 0.00373122 0.00404787 0.000647952 0.00217255 0.00160736
internal_weight=0 414 362 309 2520 1232 1288 1193 1174 1033 943 1109 113 996 882 141 900 846 232 166 820
internal_count=2934 414 362 309 2520 1232 1288 1193 1174 1033 943 1109 113 996 882 141 900 846 232 166 820
is_linear=0
shrinkage=0.16829


Tree=9059
num_leaves=24
num_cat=0
split_feature=1 39 4 13 14 1 2 156 1 0 13 13 1 484 4 0 13 13 2 43 48 43 43
split_gain=3.63505 0.547709 0.467523 0.446782 0.257056 0.218398 0.19977 0.129558 0.120725 0.118767 0.117352 0.108332 0.131991 0.0934255 0.0809446 0.0732012 0.0718118 0.12693 0.0591445 0.120848 0.0722238 0.0358352 0.0354443
threshold=0.11156000000000001 0.0047850000000000011 0.25367000000000006 -0.13226499999999999 -0.41992499999999994 0.12313000000000002 0.098290000000000002 -0.03238499999999999 0.088035000000000016 -0.13843999999999998 0.022635000000000006 -0.16140499999999997 0.13662500000000002 0.11563500000000002 -0.22295999999999996 0.10446500000000002 0.06301000000000001 0.17888000000000001 0.078775000000000012 -0.077034999999999978 0.085040000000000018 -0.079614999999999977 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 6 3 -2 -4 -5 13 -8 -3 -9 21 -6 -13 14 -1 -12 18 -18 19 -16 -20 -11 -23
right_child=2 8 4 5 11 -7 7 9 -10 10 15 12 -14 -15 16 -17 17 -19 20 -21 -22 22 -24
leaf_value=0.00074254935290802703 0.00013532649938671431 0.00050832283501085903 0.00036626578516843667 0.0005778188788663765 0.00024069129195118807 0.00034492781570997697 0.0006958883757945053 0.00039597943002991795 0.00032810235658933091 0.00065387276432063467 0.00038003291522865516 0.00015434161902303027 -4.9761712008004964e-05 0.00049846885501361867 0.0006765196816241768 0.00054686991145175246 0.00043289652569302996 0.00064273455855081243 0.00064588159143204305 0.00054899275801227035 0.0005700716337530777 0.00052797583916749762 0.00062940439870213811
leaf_weight=58 60 70 63 92 62 86 52 73 101 65 65 89 56 77 117 55 65 64 908 291 172 133 60
leaf_count=58 60 70 63 92 62 86 52 73 101 65 65 89 56 77 117 55 65 64 908 291 172 133 60
internal_value=0 0.000582766 0.000275652 0.000382408 0.000181417 0.000465496 0.000596452 0.000537914 0.000402083 0.000519622 0.000543407 0.000124988 7.52726e-05 0.000613238 0.000618493 0.000456793 0.000614021 0.000537275 0.000620651 0.000585649 0.000633841 0.000583555 0.000559691
internal_weight=0 2426 508 238 270 178 2255 503 171 451 378 207 145 1752 1675 120 1617 129 1488 408 1080 258 193
internal_count=2934 2426 508 238 270 178 2255 503 171 451 378 207 145 1752 1675 120 1617 129 1488 408 1080 258 193
is_linear=0
shrinkage=0.0032998


Tree=9060
num_leaves=20
num_cat=0
split_feature=1213 403 403 15 14 11 13 13 159 15 13 43 403 1213 49 1 133 13 401
split_gain=0.0877253 0.0721095 0.0737239 0.0642145 0.118809 0.112691 0.0899759 0.176161 0.0970028 0.0582175 0.0740041 0.0670768 0.0327664 0.0321481 0.0275475 0.0239563 0.0362312 0.0221138 0.0170627
threshold=-0.013134999999999999 -0.5335399999999999 0.083770000000000011 0.10028500000000001 0.073890000000000011 0.091055000000000011 -0.11760499999999999 -0.095139999999999988 0.088450000000000015 0.082225000000000006 -0.089024999999999979 0.0031350000000000002 0.094340000000000021 -0.088569999999999996 -0.032624999999999994 0.092485000000000026 0.077945 -0.010655 0.084260000000000015
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 5 6 8 -8 -3 -1 -11 13 -4 -12 -5 16 -16 -15 -14
right_child=1 2 12 14 -6 -7 7 -9 -10 10 11 -13 18 17 15 -17 -18 -19 -20
leaf_value=0.0090752877761667225 0.0073210553657599266 0.0085488900814330703 0.0084173947146472406 -0.0035227345895382724 0.0094569969197852068 -0.0044463445689862909 -0.0075022897798585359 0.0022580687993192824 0.00017887866753552126 -0.00065581620300695579 0.00060880098819846495 0.010654490217399627 0.0057054454552414634 0.0075941651954261839 -0.0041338002676785087 0.0032730814084400484 0.0018493322060110303 0.0031538001217883234 0.0014498606503373218
leaf_weight=84 83 124 70 66 64 72 54 1659 58 72 58 55 58 66 53 59 62 65 52
leaf_count=84 83 124 70 66 64 72 54 1659 58 72 58 55 58 66 53 59 62 65 52
internal_value=0 0.00243287 0.00226661 0.00200552 0.00231332 0.00207998 0.00232889 0.00194934 0.0058914 0.00512004 0.00406296 0.00546274 0.00555066 0.00394241 -0.000591771 0.000509649 -0.000892489 0.00540465 0.00371005
internal_weight=0 2534 2451 2271 2031 1967 1895 1713 182 400 316 244 180 189 240 174 115 131 110
internal_count=2934 2534 2451 2271 2031 1967 1895 1713 182 400 316 244 180 189 240 174 115 131 110
is_linear=0
shrinkage=0.16829


Tree=9061
num_leaves=36
num_cat=0
split_feature=1 2 2 16 39 159 15 30 2 1 1 47 151 11 2 50 133 2 2 2 42 159 1 42 42 133 1210 2 47 16 151 51 42 15 403
split_gain=7.4482 0.950185 0.75363 0.580307 0.497276 0.414735 0.268918 0.264511 0.593892 0.283735 0.241792 0.334094 0.209436 0.221408 0.196227 0.170632 0.157719 0.098153 0.0860783 0.095232 0.104201 0.0700387 0.14643 0.0760342 0.124582 0.0555439 0.0475108 0.0436566 0.0684694 0.0500228 0.0493956 0.0588829 0.0419897 0.0303596 0.00234009
threshold=0.10540500000000001 0.17553000000000005 0.094905000000000017 0.51041000000000014 0.055555000000000007 -1.0000000180025095e-35 -0.015824999999999995 0.086055000000000006 0.105395 0.11649500000000002 0.088735000000000022 0.080075000000000021 -0.013299999999999998 1.0000000180025095e-35 0.11978500000000002 0.10672000000000002 0.11264000000000002 0.13673000000000005 0.097300000000000011 0.10251500000000001 -0.0022699999999999999 0.0089800000000000019 0.077020000000000019 -0.027559999999999998 0.0069650000000000016 0.087015000000000023 -0.0061249999999999994 0.089945000000000011 0.078345000000000012 -0.055004999999999991 -0.044604999999999992 -0.004559999999999999 -0.09361499999999999 -0.035654999999999992 -0.42038999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 5 12 -2 10 8 9 -7 27 -12 -4 18 -10 16 21 -16 -14 33 -21 23 -23 32 -25 -17 -18 28 30 -29 -1 -32 -8 -20 -28
right_child=1 -3 4 -5 -6 7 15 -9 14 -11 11 -13 13 -15 17 25 26 -19 19 20 -22 22 -24 24 -26 -27 34 29 -30 -31 31 -33 -34 -35 -36
leaf_value=0.00095212098975005588 0.00076958797078154073 0.00013198462678075499 0.00065178658478076863 0.00080064196466588585 0.00055771329534154098 0.00087998046477648318 0.0010295932616832485 0.00025827839099860689 0.0002944505545539971 0.00055941911488858347 0.00058495306085496661 0.00091875992975324228 0.00073808897115808637 0.0010688304979196072 0.00057896062495713129 0.00077360653527830999 0.00098382894621924961 0.00041033500966904959 0.00088886219620704402 0.00092551968649476487 0.0007878830790461253 0.001042621500943435 0.00080573561920474382 0.0011308317311903768 0.0010159510797496719 0.00093352881308907283 0.00082756735022648461 0.0009278877618629015 0.0009833077275410156 0.0010689170945742217 0.00090464848263301664 0.00075734187527966334 0.0009245473281717792 0.001008687355012854 0.00088474045928791181
leaf_weight=61 60 64 53 90 71 52 84 54 95 74 60 74 70 57 70 52 54 87 53 95 187 67 53 154 366 52 53 74 96 53 65 64 110 58 52
leaf_count=61 60 64 53 90 71 52 84 54 95 74 60 74 70 57 70 52 54 87 53 95 187 67 53 154 366 52 53 74 96 53 65 64 110 58 52
internal_value=0 0.000514341 0.00091572 0.000556326 0.000819644 0.000511563 0.000953335 0.000475644 0.000506603 0.000691994 0.000892865 0.000769557 0.000852038 0.00087238 0.000413768 0.000983454 0.000996987 0.000485743 0.000848119 0.000867628 0.000834375 0.00101548 0.000938291 0.0010284 0.00105004 0.000853906 0.000899779 0.000932788 0.000908583 0.00098702 0.000870641 0.000831839 0.000970213 0.000951791 0.000856217
internal_weight=0 646 2288 582 644 492 1644 432 378 126 547 134 573 520 252 1097 993 157 463 393 282 834 120 714 520 104 159 413 286 127 190 129 194 111 105
internal_count=2934 646 2288 582 644 492 1644 432 378 126 547 134 573 520 252 1097 993 157 463 393 282 834 120 714 520 104 159 413 286 127 190 129 194 111 105
is_linear=0
shrinkage=0.0032998


Tree=9062
num_leaves=21
num_cat=0
split_feature=2 52 0 484 1 12 133 2 133 1 39 2 484 43 483 39 1 402 1 133
split_gain=0.106349 0.122755 0.111793 0.0913 0.0827572 0.101751 0.0766789 0.0740276 0.0743812 0.292052 0.0685733 0.0648477 0.0847322 0.0946904 0.0589242 0.0543945 0.060468 0.0479999 0.0287767 0.0119043
threshold=0.094905000000000017 -0.52313499999999991 -0.22480499999999998 0.084470000000000017 0.11584000000000001 -0.0066799999999999993 0.085285000000000014 0.096780000000000019 -1.0000000180025095e-35 0.080545000000000019 0.089755000000000015 0.098290000000000002 0.090115000000000015 -0.22491499999999998 0.089720000000000008 0.090935000000000016 0.13501500000000002 0.090075000000000002 0.081540000000000015 -0.3811949999999999
decision_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 -4 18 -2 9 19 -6 -10 13 -13 17 16 -15 -7 -5 -9
right_child=7 2 3 6 10 14 -8 8 11 -11 -12 12 -14 15 -16 -17 -18 -19 -20 -21
leaf_value=-0.0028499034540860461 -0.0038510615598617024 -0.0031301279280670138 0.0095617595331255259 0.013659411893760368 -0.0026851915424044893 0.0036537637155834427 0.0041742499206710573 0.0017995112859455025 0.0083342818302324772 -0.010273017673893537 0.0049168478940703553 -0.0044576833131916632 0.0079333448195966737 0.0024811456811120159 -0.0011427788870564239 0.0074516922473705539 -0.0030968821895254344 0.0066952111234126156 0.0079288720969549441 0.0051725681303260501
leaf_weight=77 66 60 94 52 95 1089 96 55 54 64 52 64 68 474 64 54 62 172 52 70
leaf_count=77 66 60 94 52 95 1089 96 55 54 64 52 64 68 474 64 54 62 172 52 70
internal_value=0 0.00371857 0.00399654 0.00423968 0.00380496 0.00419872 0.00763456 0.00159251 0.00196668 -0.00102025 0 0.00269648 0.00227233 0.00168098 0.0038169 0.00234991 0.00183257 0.00407004 0.0108114 0.0037028
internal_weight=0 1903 1826 1766 1566 1419 200 1031 965 189 147 776 722 654 1325 590 536 1261 104 125
internal_count=2934 1903 1826 1766 1566 1419 200 1031 965 189 147 776 722 654 1325 590 536 1261 104 125
is_linear=0
shrinkage=0.16829


Tree=9063
num_leaves=21
num_cat=0
split_feature=4 48 39 1210 133 8 2 11 457 1 48 484 133 2 1212 4 4 2 133 52
split_gain=0.113905 0.094368 0.0718643 0.0709996 0.0918756 0.0612418 0.0863094 0.0637027 0.0739428 0.07948 0.0509126 0.0408837 0.0380212 0.0582438 0.0485166 0.0966853 0.156161 0.0875091 0.0389234 0.0217991
threshold=-0.060239999999999995 0.13419000000000003 0.10519000000000002 -0.065959999999999977 -0.00087999999999999992 1.0000000180025095e-35 -0.069044999999999981 1.0000000180025095e-35 -0.089599999999999985 0.081540000000000015 0.078735000000000013 0.084950000000000012 -0.031084999999999998 0.087325000000000014 0.087575000000000014 -0.082274999999999987 -0.077999999999999986 0.084485000000000018 0.092550000000000007 0.085175000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 -1 6 -2 8 -8 -10 11 12 13 19 15 18 -17 -16 -14 -5
right_child=1 -3 -4 10 -6 -7 7 -9 9 -11 -12 -13 14 -15 17 16 -18 -19 -20 -21
leaf_value=0.0031751180423591884 0.0085157632408219934 -0.005243993019783357 0.0063857078263401231 0.0041749940916356735 0.012628704905102818 -0.003792819281670121 0.0066046670910118142 0.0069111564740052187 0.0021614553363127681 -0.00042906047129536112 0.0072275238927165678 0.006780709162700049 0.0019522642382798819 0.007832364981502471 0.00062814582661678911 -0.0080562826142591814 0.0020781740880097817 0.0100006651473038 0.0063329064887562032 0.00039611874808232866
leaf_weight=62 52 55 93 102 56 58 71 60 766 595 87 74 268 90 60 71 109 54 74 77
leaf_count=62 52 55 93 102 56 58 71 60 766 595 87 74 268 90 60 71 109 54 74 77
internal_value=0 0.00160804 0.00183144 0.00374827 0.00767679 0.00156593 0.00176839 0.00153202 0.00130539 0.00102762 0.00331172 0.0029619 0.00264766 0.00433032 0.00193315 0.00124169 -0.00190933 0.00508352 0.00290538 0.00255948
internal_weight=0 1750 1695 1184 118 1602 1544 1492 1432 1361 1066 979 905 269 636 522 180 114 342 179
internal_count=2934 1750 1695 1184 118 1602 1544 1492 1432 1361 1066 979 905 269 636 522 180 114 342 179
is_linear=0
shrinkage=0.16829


Tree=9064
num_leaves=19
num_cat=0
split_feature=1 3 123 123 14 0 15 0 1447 0 151 156 0 151 15 156 43 15
split_gain=2.6354 0.805629 0.367093 0.327267 0.230256 0.233429 0.161473 0.259499 0.134098 0.136989 0.104456 0.101569 0.0974994 0.0949639 0.0744311 0.0671219 0.0448616 0.0491221
threshold=0.10540500000000001 0.3148450000000001 1.0000000180025095e-35 0.087695000000000009 0.073890000000000011 -0.23028499999999999 -0.24211499999999997 -0.095199999999999993 -0.083839999999999984 -0.086414999999999978 -0.086769999999999986 0.083125000000000018 0.056895000000000008 -0.099019999999999983 -0.061499999999999992 0.092415000000000011 -0.08076499999999999 -0.065419999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 5 -1 -2 14 9 -7 13 12 -12 -10 -8 -13 -9 -18
right_child=1 -3 -4 -5 -6 8 7 16 10 -11 11 15 -14 -15 -16 -17 17 -19
leaf_value=0.00036008830579692776 0.00028174497621642839 2.4249458977040423e-05 0.00034790780937771318 0.00018526286634428679 0.00072836378315893039 0.0005506059226454916 0.00038748369242746334 0.00043302870278618939 0.00053240338119841179 0.0007701161836019514 0.00055766325994986894 0.00069406780062579161 0.00043423281085000107 0.00035998278824334403 0.00023539110422256406 0.00057561756470819508 0.00061821065840171933 0.00048862244654223111
leaf_weight=66 103 90 92 96 88 61 88 66 100 67 1458 99 76 56 61 125 57 85
leaf_count=66 103 90 92 96 88 61 88 66 100 67 1458 99 76 56 61 125 57 85
internal_value=0 0.000314307 0.000553123 0.000361195 0.000561704 0.00055473 0.000397835 0.00043123 0.000561004 0.000665781 0.000553979 0.000561345 0.000551571 0.000470735 0.000325454 0.000628126 0.000506833 0.000540888
internal_weight=0 646 2288 556 2196 2108 460 357 2042 128 1914 1758 1534 156 149 224 208 142
internal_count=2934 646 2288 556 2196 2108 460 357 2042 128 1914 1758 1534 156 149 224 208 142
is_linear=0
shrinkage=0.0032998


Tree=9065
num_leaves=19
num_cat=0
split_feature=160 3 133 43 1212 2 48 13 48 160 4 1212 133 13 15 160 3 43
split_gain=0.0991324 0.104038 0.13846 0.104683 0.0907521 0.088268 0.0755009 0.0843458 0.065969 0.0593902 0.0717031 0.124082 0.0506951 0.0396705 0.0857313 0.0391207 0.0389697 0.0526281
threshold=-0.54650499999999991 -0.086064999999999989 -0.10066499999999999 -0.23538999999999996 0.091640000000000013 0.12681500000000004 0.092105000000000006 -0.085684999999999997 -0.085909999999999986 0.11262000000000001 -0.079374999999999987 0.040035000000000008 0.5074550000000001 -0.11210999999999999 -0.26547499999999996 0.40520000000000006 -0.088484999999999994 -0.49922499999999997
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 6 8 7 -4 -5 10 11 -10 -12 -7 -15 -11 17 -9
right_child=1 3 4 5 -6 13 -8 16 9 15 12 -13 -14 14 -16 -17 -18 -19
leaf_value=-0.004157908046388754 0.0098093179260235613 0.0083037480822794867 -0.0031117443960770232 0.007262368808647667 0.0088208314463432257 0.0010087085538332526 0.0077893052043447172 0.0067256422683096232 0.00088926232014456162 -0.0057741635229400443 0.0019658888869876416 -0.0078465496306407579 0.0066109354273693466 -0.0090115264172457559 -0.00052489992172077458 0.00072707762028282913 0.005664165520125288 0.0011534424896980286
leaf_weight=75 91 60 88 56 66 82 64 55 282 52 1163 55 71 53 94 52 92 391
leaf_count=75 91 60 88 56 66 82 64 55 282 52 1163 55 71 53 94 52 92 391
internal_value=0 0.00203252 0.00359941 0.00137462 0.00284955 0.00116159 0.00227578 0.00170922 0.00157294 0.00138165 0.00164017 -0.000531133 0.0022346 -0.0019399 -0.00359693 -0.00250627 0.00250112 0.00184463
internal_weight=0 2867 847 2020 756 1960 690 626 1731 1675 1571 337 1234 229 147 104 538 446
internal_count=2942 2867 847 2020 756 1960 690 626 1731 1675 1571 337 1234 229 147 104 538 446
is_linear=0
shrinkage=0.16829


Tree=9066
num_leaves=25
num_cat=0
split_feature=2 4 3 2 376 3 3 2 11 2 4 4 3 4 15 3 3 0 0 15 482 3 51 3
split_gain=5.98926 2.28113 0.97776 0.5041 0.503999 0.552148 0.270602 0.242252 0.169251 0.177966 0.194273 0.203784 0.168391 0.538975 0.210404 0.230845 0.147158 0.135411 0.125167 0.187078 0.0926975 0.0897785 0.0572609 0.104214
threshold=0.12750000000000003 0.31392000000000003 -0.063889999999999988 0.25063000000000007 0.048375000000000008 0.11391500000000002 -0.049204999999999992 0.10724500000000002 0.090715000000000004 0.10179000000000001 0.053330000000000009 0.066300000000000012 -0.0024599999999999995 -0.0058699999999999994 -1.0000000180025095e-35 0.088880000000000015 1.0000000180025095e-35 -0.072849999999999984 -0.095724999999999991 -1.0000000180025095e-35 0.098715000000000011 -0.026279999999999998 -0.12260499999999998 -0.095259999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 6 5 12 -2 16 9 10 18 -12 13 -4 15 -14 -3 -8 19 -1 -20 -15 -11 -24
right_child=3 7 4 -5 -6 -7 17 -9 -10 22 11 -13 14 21 -16 -17 -18 -19 20 -21 -22 -23 23 -25
leaf_value=0.00083571813869847431 0.00054980304787203313 0.00046193797767729865 0.00045488627809695177 9.2657401995710958e-06 0.00047534968067439388 0.00049771380993432837 0.00019479417987797133 0.00058036318256698754 0.0010416769858431815 0.00084814139321619947 0.0005825149933327726 0.00084538248822823214 0.00092162899707636534 0.00075241624180130326 0.00098006866974623521 0.00061170921775894021 0.00021421706811725028 0.00038987276917295556 0.00087138568357887462 0.0011058499534136431 0.00074455312417608718 0.00094777357422944888 0.00060421640383624079 0.00078830584228771299
leaf_weight=54 58 53 56 58 93 82 85 80 54 64 54 84 52 52 93 55 53 73 1344 62 70 57 53 103
leaf_count=54 58 53 56 58 93 82 85 80 54 64 54 84 52 52 93 55 53 73 1344 62 70 57 53 103
internal_value=0 0.000795539 0.000821969 0.000283029 0.000697415 0.000743538 0.000356376 0.000442665 0.000856585 0.000851272 0.000863068 0.000742777 0.000798667 0.000719351 0.000863928 0.000762654 0.00033841 0.000285148 0.000873894 0.000980403 0.000865132 0.000854899 0.000761684 0.000725988
internal_weight=0 2668 2482 274 540 447 216 186 1942 1888 1668 138 365 165 200 107 106 158 1530 116 1414 109 220 156
internal_count=2942 2668 2482 274 540 447 216 186 1942 1888 1668 138 365 165 200 107 106 158 1530 116 1414 109 220 156
is_linear=0
shrinkage=0.0032998


Tree=9067
num_leaves=33
num_cat=0
split_feature=1 3 4 4 1 123 16 4 1 3 1446 3 39 16 51 1 16 403 16 1 133 50 1 51 1 133 1209 133 15 15 16 15
split_gain=5.01277 1.1435 0.916126 0.788509 0.365232 0.297195 0.237873 0.257154 0.21742 0.212678 0.169476 0.286631 0.149382 0.12972 0.162064 0.121504 0.117513 0.147534 0.116836 0.107537 0.0952815 0.153843 0.209032 0.0939941 0.120807 0.0907243 0.119604 0.0782688 0.0776166 0.0445234 0.0239409 0.0210247
threshold=0.10509 -0.051469999999999995 0.41552000000000006 0.053925000000000008 0.15314500000000003 0.09394000000000001 -0.080324999999999994 -0.081204999999999986 0.083670000000000008 0.099330000000000016 0.081030000000000019 -0.085549999999999973 0.0047850000000000011 -0.50318999999999992 0.10532000000000001 0.11097000000000001 -0.098494999999999985 -0.11705499999999998 -0.40430999999999989 0.12000500000000001 -0.0085699999999999995 0.083090000000000011 0.078705000000000011 -0.025879999999999997 0.12072500000000001 -0.080744999999999983 0.090230000000000019 -0.09601999999999998 -0.080724999999999977 -0.0044499999999999991 -0.08458499999999998 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
left_child=3 2 15 6 5 13 7 16 18 10 12 -12 25 -3 23 -2 -1 -18 -5 -17 27 22 -22 -15 -25 29 -27 -9 -20 -8 31 -19
right_child=1 4 -4 8 -6 -7 9 20 -10 -11 11 -13 -14 14 -16 19 17 30 28 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31 -32 -33
leaf_value=0.0010284762151155312 0.00060982590542664971 0.00051738245081299678 0.00024354909597031286 0.00074318682710582725 6.8202758811717679e-05 0.00015553663479954736 0.00075821742562620761 0.00076837168823936904 0.00043031630834028752 0.00054518467024648916 0.0005084301913123255 0.0007833181457610023 0.00061841030170174411 0.00043137762673175085 0.00052069912235868721 0.00090980839791027018 0.0010205071799719205 0.00083713984593917546 0.00049302170117249795 0.00069754660135181649 0.00076829360305239608 0.00082194484884470537 0.00047617697563548248 0.00036097957096820424 0.00015330145542660087 0.00080279537753770653 0.00064347181663365301 0.00092771010674991131 0.00065509052254793373 0.00062476538021559371 0.00087132490619206944 0.00074245701128765177
leaf_weight=60 54 80 54 80 54 65 62 103 72 55 77 92 67 52 54 55 53 64 62 54 57 81 52 65 59 873 57 55 74 58 79 63
leaf_count=60 54 80 54 80 54 65 62 103 72 55 77 92 67 52 54 55 53 64 62 54 57 81 52 65 59 873 57 55 74 58 79 63
internal_value=0 0.000421645 0.000617027 0.000750827 0.000322733 0.000359292 0.000774042 0.000825482 0.000588845 0.000748429 0.000757094 0.000658282 0.000772013 0.000401901 0.000361581 0.00074054 0.000893802 0.000862467 0.000641525 0.000804974 0.000762755 0.000711589 0.000629258 0.00031256 0.000262449 0.000781781 0.000793068 0.000824061 0.000581465 0.000694009 0.000821635 0.000790449
internal_weight=0 646 217 2296 429 375 2008 667 288 1341 1286 169 1117 310 230 163 319 259 216 109 348 190 109 176 124 1050 930 158 136 120 206 127
internal_count=2942 646 217 2296 429 375 2008 667 288 1341 1286 169 1117 310 230 163 319 259 216 109 348 190 109 176 124 1050 930 158 136 120 206 127
is_linear=0
shrinkage=0.0032998


Tree=9068
num_leaves=26
num_cat=0
split_feature=1 12 1 4 4 15 43 12 52 0 12 1 48 12 47 4 1 12 130 0 43 150 12 4 4
split_gain=3.26872 0.985398 0.518819 0.261284 0.18675 0.316013 0.185523 0.214814 0.18456 0.165125 0.15284 0.211409 0.122526 0.110754 0.109229 0.101715 0.0931559 0.0795256 0.0760543 0.134578 0.0793176 0.0649532 0.150423 0.149811 0.0293183
threshold=0.12313000000000002 0.056995000000000011 0.092485000000000026 0.053330000000000009 0.31392000000000003 -0.45775499999999997 0.061900000000000004 0.098785000000000012 0.28122000000000008 -0.077809999999999976 -0.0066799999999999993 0.085410000000000014 0.014805 0.083725000000000008 0.09023500000000001 0.066300000000000012 0.10667500000000001 0.082795000000000021 0.079945000000000002 -0.079119999999999982 -0.11366999999999998 0.11315500000000002 -1.0000000180025095e-35 -0.010764999999999999 -0.026469999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 8 12 -6 7 15 13 24 -1 -12 -2 17 21 -5 18 -3 20 -20 -15 22 23 -4 -10
right_child=4 3 14 6 5 -7 -8 -9 9 -11 11 -13 -14 16 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=0.00072742748350085676 0.00047693597058855918 0.00071447601664761517 0.00021728141399364302 0.00048992979042920999 0.00035416169549893538 6.428740419747237e-05 0.00075526341339380838 0.00038554601272651571 0.0007285869488546674 0.00047405835697651266 0.00068157821451365723 0.0004316133134944303 0.00027054889019284632 0.00058666939978689896 0.00056977314343048351 0.00066759134364963862 0.00082917895223260946 0.00089572488851752971 0.00079870126751981801 0.00061729989848396667 0.00068180068427057996 0.00029555207119478361 0.00052131370375920545 0.00045034413855921319 0.00061931874429741146
leaf_weight=103 58 61 54 57 75 91 52 73 54 82 77 73 71 111 52 101 52 52 148 67 1082 52 103 70 71
leaf_count=103 58 61 54 57 75 91 52 73 54 82 77 73 71 111 52 101 52 52 148 67 1082 52 103 70 71
internal_value=0 0.000635526 0.0005156 0.000669458 0.000269116 0.000195467 0.000575537 0.000534927 0.00068437 0.000590621 0.000628398 0.000560163 0.000363616 0.000696685 0.000429276 0.000603721 0.000688804 0.000798194 0.000683595 0.000742335 0.000672979 0.000402964 0.000427414 0.000349133 0.000666804
internal_weight=0 2647 584 2063 295 166 283 231 1780 207 253 150 129 1573 331 158 1460 113 1408 215 1193 279 227 124 125
internal_count=2942 2647 584 2063 295 166 283 231 1780 207 253 150 129 1573 331 158 1460 113 1408 215 1193 279 227 124 125
is_linear=0
shrinkage=0.0032998


Tree=9069
num_leaves=24
num_cat=0
split_feature=1 1 3 42 1212 147 1212 1212 42 133 1 2 43 3 43 3 0 1204 42 0 43 49 3
split_gain=0.108485 0.126963 0.183147 0.135415 0.115102 0.0878608 0.0954609 0.171012 0.11515 0.0773684 0.076328 0.076723 0.0778938 0.065207 0.0509927 0.0484708 0.0449562 0.0450137 0.05853 0.0440976 0.0424395 0.0242614 0.0208342
threshold=0.12313000000000002 0.10877000000000002 -0.086659999999999987 -0.0047199999999999994 0.058905000000000006 0.089245000000000005 0.040035000000000008 0.088030000000000011 0.091785000000000019 -0.010739999999999998 0.10471000000000001 0.11621000000000002 0.076280000000000014 -0.059315 -0.081139999999999976 0.12955000000000003 -0.087984999999999994 -0.077544999999999989 -0.051634999999999993 -0.11742499999999999 -0.078734999999999986 0.082820000000000019 0.110335
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 13 6 10 -8 -9 -6 11 12 -5 16 -2 -16 21 -18 -19 -17 -4 -1 -22
right_child=14 2 20 5 9 -7 7 8 -10 -11 -12 -13 -14 -15 15 19 17 18 -20 -21 22 -23 -24
leaf_value=-0.0023176996318443198 0.0038130850981809134 0.015348478816272788 0.000976476238990147 0.0031993964264916352 0.01392231849823735 -0.0040176923088669075 -0.0093041612959072519 -0.0023999521791183858 0.0076168510911857473 0.0059094451514234521 -0.0021260290953152411 -0.0017629473098010218 0.0083781599782979665 0.0082341531871862467 -0.0040315503544731202 0.0042988549831624 0 0.0037454568114045962 0.0095154799671832435 -0.002119279929029415 0.0081708781433021439 0.0025766573864370915 0.0039227511083566114
leaf_weight=54 76 58 64 1175 60 61 52 72 59 82 79 81 89 86 98 59 64 250 63 62 75 61 62
leaf_count=54 76 58 64 1175 60 61 52 72 59 82 79 81 89 86 98 59 64 250 63 62 75 61 62
internal_value=0 0.00345985 0.00700433 0.00307467 0.00500558 0.00224011 0.00247877 -0.00113234 0.00209772 0.00930782 0.0029441 0.00324323 0.00356546 0.00394551 5.13324e-05 -0.00124591 0.00319222 0.00408104 0.00491258 0.000995376 0.00458763 0.000262815 0.00626148
internal_weight=0 2647 259 2388 720 1668 1607 183 131 142 1424 1345 1264 578 295 219 492 377 313 121 201 115 137
internal_count=2942 2647 259 2388 720 1668 1607 183 131 142 1424 1345 1264 578 295 219 492 377 313 121 201 115 137
is_linear=0
shrinkage=0.16829


Tree=9070
num_leaves=19
num_cat=0
split_feature=1 42 1 12 51 147 15 1210 133 1213 41 0 12 133 15 52 0 0
split_gain=0.185739 0.109213 0.117796 0.099915 0.0980296 0.0824563 0.0869259 0.0777976 0.0928506 0.109132 0.107336 0.0872388 0.0693805 0.063948 0.063201 0.119803 0.0542088 0.0265856
threshold=0.10921500000000002 0.11679000000000002 0.11277000000000001 -0.042789999999999988 -0.40775499999999992 0.089245000000000005 -0.23031999999999997 -0.089089999999999989 -0.10298999999999998 -0.08786999999999999 0.075585000000000013 -0.029849999999999998 0.10673000000000001 0.087720000000000006 -0.19153499999999998 -0.057374999999999995 -0.093874999999999986 -0.082454999999999987
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 13 -1 6 -6 -8 9 -9 11 -10 14 16 -5 -16 -4 -11
right_child=1 -3 3 12 5 -7 7 8 10 17 -12 -13 -14 -15 15 -17 -18 -19
leaf_value=0.0092895821652992146 -0.0059978789389590068 -0.007549268260620739 -0.00036617507777033802 0.0098833968400588584 0.0095742963663232074 -0.003392663779663835 -0.0025071324710562466 -0.0066526336555654056 0.0036968395671555325 0.0031496190684449743 0.0096630491652222004 -0.00031645975572088496 -0.0018741576444631252 0.0028819385261863624 0.0081764795530331023 -0.0012699019712294755 -0.0080514968983922339 -0.00064259285350902169
leaf_weight=72 68 53 53 55 58 56 71 52 1579 155 79 169 52 55 72 80 52 78
leaf_count=72 68 53 53 55 58 56 71 52 1579 155 79 169 52 55 72 80 52 78
internal_value=0 -0.000292396 0.000493678 0.00155149 0.00316324 0.00297042 0.00313023 0.0029582 0.00314278 0.000310662 0.00358358 0.0033078 0.00359633 -0.00174737 0.00497923 0.00319288 -0.00418935 0.00187241
internal_weight=0 540 487 419 2369 2297 2241 2183 2112 285 1827 1748 259 160 207 152 105 233
internal_count=2909 540 487 419 2369 2297 2241 2183 2112 285 1827 1748 259 160 207 152 105 233
is_linear=0
shrinkage=0.16829


Tree=9071
num_leaves=15
num_cat=0
split_feature=2 42 2 40 133 0 133 1213 51 1373 2 50 0 42
split_gain=0.191439 0.0828922 0.0920085 0.0811393 0.076566 0.0720862 0.0641093 0.0958222 0.0673411 0.0816116 0.0676505 0.062001 0.0435229 0.0594853
threshold=0.30739000000000005 0.11424500000000001 -0.16649999999999998 -0.085354999999999986 0.40431 -0.068189999999999987 -0.09601999999999998 -0.096549999999999983 -0.23729499999999998 0.081930000000000017 0.086115000000000011 -0.27066499999999993 -0.10462499999999998 0.085915000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -3 7 -5 11 10 -10 -8 -9 -14
right_child=-2 4 3 6 -6 -7 8 12 9 -11 -12 -13 13 -15
leaf_value=-0.0040301095275408275 -0.0080152861350778239 -0.0076557817986009965 -0.0029194594953299165 -0.0058227048046731187 0.0029464525563176018 0.00065469142200435312 0.0032826366881862643 -0.0023614782563964216 0.0043277150788112667 -0.0032792515092988097 0.0023187023400817719 0.010576223156231992 0.0014417655712723701 0.0079447119487958337
leaf_weight=59 52 63 71 54 81 55 69 54 787 58 1214 65 175 52
leaf_count=59 52 63 71 54 81 55 69 54 787 58 1214 65 175 52
internal_value=0 0.00228112 0.00252935 0.00267895 -0.00102538 -0.00376703 0.00283689 0.000661766 0.00316834 0.00292891 0.00310975 0.00683398 0.00191429 0.00293934
internal_weight=0 2857 2658 2599 199 118 2528 335 2193 2059 2001 134 281 227
internal_count=2909 2857 2658 2599 199 118 2528 335 2193 2059 2001 134 281 227
is_linear=0
shrinkage=0.16829


Tree=9072
num_leaves=21
num_cat=0
split_feature=15 3 48 147 16 3 43 3 43 15 3 43 43 15 401 3 43 123 43 43
split_gain=7.39428 2.74956 1.23335 0.814678 0.560127 0.41301 0.667796 0.18214 0.181365 0.178483 0.178293 0.126537 0.122416 0.109525 0.109424 0.125673 0.104856 0.132739 0.0757246 0.059815
threshold=-0.26361999999999991 0.30863500000000005 0.12663000000000002 0.089245000000000005 -0.4136149999999999 -0.066229999999999997 -0.049364999999999992 -0.00083499999999999991 -0.0068849999999999996 -1.0000000180025095e-35 0.0035100000000000005 -0.01418 1.0000000180025095e-35 -0.015539999999999998 0.091505000000000017 -0.11749 -0.092609999999999984 0.084000000000000005 0.10751000000000001 -0.011534999999999998
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 8 11 16 13 -1 -9 -6 14 19 -8 15 -2 -7 -18 -14 -13
right_child=1 -3 -4 -5 10 6 7 9 -10 -11 -12 12 18 -15 -16 -17 17 -19 -20 -21
leaf_value=0.00028289533038409559 0.00077654973171347602 0.00020518123977074986 0.00049796070897154541 0.000558626623165164 0.00022375877041959008 0.00078628342075656461 0.00091114787937561666 0.00088614033375045533 0.00053933149716169527 0.0010790970833861448 -4.0868428665032875e-05 0.0011153023533225911 0.00088407240234623626 0.00071798196734815646 0.0010552849409832666 0.00091093820457584457 0.00051830913037006576 0.00072950372081854607 0.00098770559292580564 0.00098935044383767403
leaf_weight=63 86 67 88 76 52 61 67 122 59 97 59 53 238 67 55 1015 71 63 127 323
leaf_count=63 86 67 88 76 52 61 67 122 59 97 59 53 238 67 55 1015 71 63 127 323
internal_value=0 0.000865915 0.000882869 0.000896291 0.0002528 0.000906772 0.000826399 0.000912292 0.000407198 0.000971766 8.27837e-05 0.000929972 0.000964406 0.000814828 0.000907869 0.000900473 0.00067073 0.000617865 0.000920228 0.0010072
internal_weight=0 2676 2609 2521 233 2445 548 353 122 219 111 1897 741 134 1156 1101 195 134 365 376
internal_count=2909 2676 2609 2521 233 2445 548 353 122 219 111 1897 741 134 1156 1101 195 134 365 376
is_linear=0
shrinkage=0.0032998


Tree=9073
num_leaves=28
num_cat=0
split_feature=1 4 1 1 2 2 14 16 2 4 2 1 50 47 2 2 43 2 13 2 484 2 16 1 13 1 403
split_gain=11.2986 2.73518 1.4449 0.934857 0.8771 0.806055 0.790599 0.693143 0.367623 0.35116 0.332839 0.214064 0.345154 0.398222 0.286643 0.268922 0.213558 0.191916 0.18145 0.140797 0.103583 0.119146 0.0985683 0.0670829 0.062746 0.0564391 0.0289461
threshold=0.10442000000000001 -0.39175499999999991 0.13546500000000003 0.094715000000000008 1.0000000180025095e-35 -1.0000000180025095e-35 0.064610000000000015 1.0000000180025095e-35 0.08598500000000002 0.51395000000000002 0.13084500000000002 0.080320000000000016 0.083800000000000013 0.080075000000000021 0.082925000000000013 0.092320000000000013 -0.078624999999999987 0.13775000000000001 -0.0042049999999999995 0.093595000000000025 -0.081534999999999982 0.085665000000000005 -0.066844999999999988 0.08776500000000001 -0.086659999999999987 0.11649500000000002 -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 2 2 2 2 2
left_child=3 -2 4 6 5 -3 10 8 -5 17 11 15 13 14 -13 20 -6 -4 -18 -17 24 -22 -21 -14 -1 -7 -25
right_child=1 2 9 7 16 25 -8 -9 -10 -11 -12 12 23 -15 -16 19 18 -19 -20 22 21 -23 -24 26 -26 -27 -28
leaf_value=0.00111520604469703 0.0012322631693888135 0.00049249573074886682 0.00048747226054696196 0.00083074077366378544 0.00030303343177369598 0.00087338693739900681 0.0013826192530612634 0.0010853711970979028 0.00048346562426932941 2.1197857203221417e-05 0.00080092512088609168 0.00096569568830318325 0.0011955757717992616 0.0011541971400531267 0.00070478222585861354 0.00086790811232923622 0.00041518287940253641 0.00022276760019515843 0.00062455689648500175 0.0011010667569945982 0.0011896075464349603 0.0011007372345127856 0.0010009468945973263 0.0011150011538547788 0.00096849030399338658 0.0010345602528654177 0.001006495302454556
leaf_weight=62 59 68 53 95 65 52 84 84 52 56 56 96 62 58 91 60 88 70 96 192 271 489 283 62 81 53 71
leaf_count=62 59 68 53 95 65 52 84 84 52 56 56 96 62 58 91 60 88 70 96 192 271 489 283 62 81 53 71
internal_value=0 0.000553887 0.000487233 0.00104505 0.000592664 0.000773457 0.00106787 0.000845464 0.000708135 0.000238477 0.00105419 0.00106172 0.000996997 0.000913697 0.000838916 0.0010815 0.000466912 0.000337114 0.000524613 0.00102209 0.00111666 0.00113247 0.00104149 0.00110147 0.00103235 0.000955077 0.00105734
internal_weight=0 660 601 2249 422 173 2018 231 147 179 1934 1878 440 245 187 1438 249 123 184 535 903 760 475 195 143 105 133
internal_count=2909 660 601 2249 422 173 2018 231 147 179 1934 1878 440 245 187 1438 249 123 184 535 903 760 475 195 143 105 133
is_linear=0
shrinkage=0.0032998


Tree=9074
num_leaves=23
num_cat=0
split_feature=4 156 1 2 2 15 14 2 0 0 13 43 4 2 4 156 13 3 15 4 0 13
split_gain=0.178109 0.10358 0.169792 0.101139 0.0795711 0.149051 0.0844022 0.123424 0.135846 0.132613 0.0741027 0.0976016 0.111196 0.0657007 0.0655967 0.0529148 0.0500062 0.117328 0.0522504 0.0347734 0.0340492 0.00527078
threshold=0.51292000000000015 0.10779500000000002 0.080320000000000016 -0.0011799999999999998 0.11917500000000002 -0.09053499999999999 0.073890000000000011 -0.0098549999999999974 -0.23066499999999998 -0.06612999999999998 -0.13226499999999999 0.0066850000000000008 -0.080324999999999994 0.14019000000000004 -0.0064399999999999987 0.12428500000000002 0.066150000000000014 -0.094334999999999988 0.090725000000000014 -0.083524999999999974 -0.072624999999999981 -0.041479999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -2 6 13 7 9 -9 -4 -1 16 -13 -6 -10 -3 17 -12 -19 -18 21 -14
right_child=3 15 4 -5 5 -7 -8 8 14 -11 11 12 20 -15 -16 -17 19 18 -20 -21 -22 -23
leaf_value=0.010070332044577395 0.0021506396655000862 0.012156165149446027 0.0031515110734911668 -0.0078204561043144685 -0.0016457259775792873 -0.0069142958226611579 0.008863534122608565 -0.0051449535275814983 0.0021563265625797693 -0.0074678625367361352 0.010882413004119894 -0.0053347875660259567 0.0059476600955032533 0.0066766779824830634 0.0055172617043698609 0.0050073325168070899 -0.0011431743183845213 0.0040539739654426215 0.0075587544119983278 0.0041327477541972012 -1.9730147928760227e-05 0.0035622492254932109
leaf_weight=62 52 54 59 64 52 82 52 58 486 76 92 59 59 55 251 67 64 822 143 78 64 58
leaf_count=62 52 54 59 64 52 82 52 58 486 76 92 59 59 55 251 67 64 822 143 78 64 58
internal_value=0 0.00338724 0.00316806 -0.00333517 0.00164676 -0.0015097 0.00225609 0.00188471 0.00268478 -0.00281349 0.0043537 0.00410614 0.000998794 0.00261535 0.0033034 0.00821257 0.00472663 0.00512587 0.0045752 0.00174222 0.00307326 0.0047805
internal_weight=0 2793 2672 116 1171 189 982 930 795 135 1501 1439 240 107 737 121 1199 1057 965 142 181 117
internal_count=2909 2793 2672 116 1171 189 982 930 795 135 1501 1439 240 107 737 121 1199 1057 965 142 181 117
is_linear=0
shrinkage=0.16829


Tree=9075
num_leaves=15
num_cat=0
split_feature=151 3 2 48 41 1456 1429 147 12 16 0 0 12 3
split_gain=0.102102 0.104418 0.103373 0.0664115 0.0720695 0.0558864 0.0596392 0.0623284 0.0501288 0.0859402 0.0533216 0.121964 0.0745548 0.0217542
threshold=0.12207000000000001 -0.23098999999999997 0.11891500000000001 0.10971000000000002 0.085175000000000015 0.088975000000000012 -0.061949999999999998 0.089430000000000023 -0.064689999999999984 -0.13895999999999997 -0.14043999999999998 -0.061674999999999994 0.10793500000000002 -0.24211499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 5 6 -3 -8 9 -4 -10 -12 -13 -1
right_child=-2 2 8 -5 -6 -7 7 -9 10 -11 11 12 -14 -15
leaf_value=0.0056237653477163802 0.010118084652468671 0.0078333755989967013 0.0075250343328192486 0.0080009221033366315 -0.0025598606137176572 -0.0012213621717112877 0.003167211243735897 -0.0025539742553774775 0.0031402189752387315 -0.0018631766933287913 -0.008899608169015168 -0.0042373859330264814 0.0045353637424989483 0.010371955166589503
leaf_weight=62 56 76 55 74 67 84 2103 55 52 55 63 52 58 53
leaf_count=62 56 76 55 74 67 84 2103 55 52 55 63 52 58 53
internal_value=0 0.00284991 0.00264438 0.00302224 0.00286701 0.00302464 0.0031851 0.00302057 -0.000123815 0.0028146 -0.00156836 -0.00299404 0.000371913 0.00782768
internal_weight=0 2909 2794 2459 2385 2318 2234 2158 335 110 225 173 110 115
internal_count=2965 2909 2794 2459 2385 2318 2234 2158 335 110 225 173 110 115
is_linear=0
shrinkage=0.16829


Tree=9076
num_leaves=10
num_cat=0
split_feature=49 3 158 158 30 34 1 1446 43
split_gain=0.096803 0.0975407 0.0733749 0.0897882 0.0637435 0.117319 0.0524092 0.0556093 0.0698611
threshold=-0.23233499999999999 0.3148450000000001 0.10716000000000002 0.11714000000000001 0.086220000000000019 -0.023104999999999997 0.13385500000000003 0.10392000000000001 -0.50914999999999988
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 -2 7 8 -7
right_child=1 -3 3 -5 -6 6 -8 -9 -10
leaf_value=0.0096238391263387141 0.010147589608973289 -0.0031863892893964755 -0.0058061987901602673 0.0025616688129839241 -0.0030910838218751913 0.0087615226650732958 0.0066024141295976122 -0.0025257059363267211 0.0025105545034881851
leaf_weight=53 61 87 65 82 52 52 93 60 2360
leaf_count=53 61 87 65 82 52 52 93 60 2360
internal_value=0 0.00235463 0.00252591 -0.00112619 0.00272705 0.00284295 0.00266853 0.00251981 0.00264606
internal_weight=0 2912 2825 147 2678 2626 2565 2472 2412
internal_count=2965 2912 2825 147 2678 2626 2565 2472 2412
is_linear=0
shrinkage=0.16829


Tree=9077
num_leaves=23
num_cat=0
split_feature=1 2 15 124 2 2 0 2 14 1452 16 42 16 0 48 474 123 14 16 0 15 15
split_gain=5.37693 1.02239 0.643632 0.636144 0.514574 0.475033 0.339936 0.207312 0.20112 0.198745 0.183339 0.153898 0.152904 0.138249 0.121236 0.105901 0.100938 0.0911482 0.0623783 0.0519241 0.0377652 0.0335166
threshold=0.11156000000000001 0.14744000000000002 -0.24211499999999997 -0.082254999999999981 0.097110000000000016 0.10043500000000001 -0.12851999999999997 0.13154000000000002 -0.45687499999999998 0.08790000000000002 -0.47730499999999992 0.073240000000000013 -0.18817999999999999 0.10446500000000002 0.093225000000000016 0.092835000000000015 0.08406000000000001 0.073890000000000011 0.052150000000000009 -0.090614999999999987 0.10189000000000002 -0.044884999999999994
decision_type=2 2 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 16 9 11 -6 13 -2 12 -10 -4 -5 18 15 17 -1 -14 20 -16 -8 -20
right_child=1 -3 5 4 6 -7 7 -9 10 -11 -12 -13 14 -15 19 -17 -18 -19 21 -21 -22 -23
leaf_value=0.00066530224552399783 0.00049840389075204896 0.00012091742503994318 0.00061373953897932599 0.00067546922824342594 0.00053577380092687367 0.00043541860621651988 0.00075719348406191563 0.0005550291563333219 0.00039473137277608246 0.0010227438174042474 0.0001247916185771812 0.0008465546907709616 0.00083801483563713706 0.00090032210044464843 0.00079609307097576996 0.0006895220485348165 0.00046981713628792651 0.00097542057066402597 0.00073494352954677519 0.00064361463876629413 0.00086630654925542766 0.00062736385738764366
leaf_weight=53 54 103 60 75 96 103 143 53 52 58 59 68 1414 82 53 53 68 58 96 53 54 57
leaf_count=53 54 103 60 75 96 103 143 53 52 58 59 68 1414 82 53 53 68 58 96 53 54 57
internal_value=0 0.000414242 0.000490447 0.000790002 0.000802074 0.000603068 0.000716458 0.00075215 0.000332564 0.000830254 0.000251567 0.000737698 0.000823689 0.000776252 0.000830483 0.000838126 0.000555734 0.000843453 0.000747084 0.000720186 0.000787281 0.000695095
internal_weight=0 499 396 2466 2345 231 581 485 165 1764 111 128 1706 432 1631 1525 121 1472 350 106 197 153
internal_count=2965 499 396 2466 2345 231 581 485 165 1764 111 128 1706 432 1631 1525 121 1472 350 106 197 153
is_linear=0
shrinkage=0.0032998


Tree=9078
num_leaves=14
num_cat=0
split_feature=2 0 15 3 51 16 0 15 2 15 0 3 124
split_gain=0.0907359 0.132422 0.125729 0.0878465 0.0586993 0.0923209 0.073723 0.101361 0.0674236 0.0658158 0.0629569 0.107751 0.0878934
threshold=0.14870000000000003 0.12441000000000001 0.14927500000000002 -0.0031199999999999995 -0.23912999999999998 0.51381500000000013 -0.18713499999999997 -0.42443999999999993 0.11218000000000002 -0.47354999999999997 -0.13619499999999998 -0.077754999999999977 -0.084524999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 5 -1 8 9 -6 -8 11 -9 -12
right_child=3 -3 -4 -5 6 -7 7 10 -10 -11 12 -13 -14
leaf_value=-0.0055509188261699547 0.0023929918596835523 0.0092974556959722308 0.010522327649305486 -0.0066045366611854556 0.0035530155160206651 0.0029592702882352512 0.0013896165408235597 -0.0049005857169730832 0.011133327001417054 -0.0060997488752098268 -0.0031208014587764208 0.0031116919038181516 0.0031532494134073391
leaf_weight=65 65 87 56 58 92 81 71 81 53 62 65 115 2014
leaf_count=65 65 87 56 58 92 81 71 81 53 62 65 115 2014
internal_value=0 0.00282495 0.00261991 -0.00183514 0.00245528 -0.000817207 0.00264313 0.00242 0.00633614 -0.00208816 0.00268435 -0.000190338 0.00295623
internal_weight=0 2842 2755 123 2699 146 2553 2408 145 133 2275 196 2079
internal_count=2965 2842 2755 123 2699 146 2553 2408 145 133 2275 196 2079
is_linear=0
shrinkage=0.16829


Tree=9079
num_leaves=21
num_cat=0
split_feature=4 1 2 4 1 14 124 2 150 1 12 3 3 4 1 156 2 13 12 133
split_gain=10.3573 2.69562 1.29412 0.838024 0.787279 0.760526 0.393568 0.417112 0.264643 0.564887 0.25431 0.216732 0.212567 0.180807 0.172713 0.147446 0.128595 0.111266 0.0950232 0.0353777
threshold=0.31392000000000003 0.10661000000000002 0.10656 -0.060239999999999995 0.14684500000000003 0.064610000000000015 -0.048219999999999992 0.13154000000000002 0.082085000000000019 0.08864000000000001 0.091290000000000024 -0.036264999999999992 0.090170000000000014 0.022635000000000006 0.12000500000000001 0.090625000000000011 0.11523000000000001 0.065520000000000009 -0.071274999999999991 0.085895000000000013
decision_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 11 -4 14 6 -1 8 10 19 15 13 -5 -3 16 -8 -2 -12 -16 -10
right_child=4 2 3 12 -6 -7 7 -9 9 -11 17 -13 -14 -15 18 -17 -18 -19 -20 -21
leaf_value=0.00078165978573231936 0.00058810578875454899 0.0011111285219712109 0.00081603347363855532 0.00015640110556486826 -3.4835884416152368e-05 0.0012793175612875378 0.0010514653671642529 0.00069811222385757047 0.0010628417265621886 0.00059692206831080021 0.00093864954355287356 0.00071356853873270649 0.00044280229954834577 0.00083379677332927858 0.0003955526443397689 0.00090559325424647338 0.00038881308607559089 0.0010444640052713241 0.00021328722911732764 0.00094008317122716502
leaf_weight=103 68 54 53 52 53 99 1099 52 61 55 553 53 63 52 72 85 77 144 57 60
leaf_count=103 68 54 53 52 53 99 1099 52 61 55 553 53 63 52 72 85 77 144 57 60
internal_value=0 0.000955471 0.000674718 0.000472319 0.000332695 0.000995181 0.000982448 0.000992238 0.000999656 0.000875793 0.00101123 0.000888352 0.000313605 0.000975411 0.000403915 0.00104102 0.000482517 0.000960561 0.00031529 0.00100226
internal_weight=0 2638 327 168 327 2311 2212 2109 2057 176 1881 159 115 106 274 1184 145 697 129 121
internal_count=2965 2638 327 168 327 2311 2212 2109 2057 176 1881 159 115 106 274 1184 145 697 129 121
is_linear=0
shrinkage=0.0032998


Tree=9080
num_leaves=24
num_cat=0
split_feature=11 1 1456 1456 15 49 160 0 13 13 13 13 159 34 15 13 0 0 0 13 50 0 0
split_gain=0.152075 0.146869 0.0863847 0.142563 0.0599118 0.199077 0.0625116 0.0877154 0.064399 0.0869537 0.0746734 0.142372 0.0624105 0.0603827 0.0578753 0.0416522 0.0555418 0.052786 0.0318985 0.0354775 0.0266431 0.0173306 0.0253958
threshold=0.088160000000000002 0.107145 -0.094079999999999983 -0.24153499999999997 -0.094489999999999977 -0.021474999999999998 0.052555000000000011 -0.10114999999999998 0.0040450000000000009 0.24769000000000005 -0.16392499999999996 -0.10939499999999998 -0.25625999999999993 -1.0000000180025095e-35 -0.46772999999999992 -0.00027999999999999998 -0.099704999999999974 -0.086954999999999991 -0.081294999999999992 0.032645000000000007 0.077920000000000003 -0.072624999999999981 -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
left_child=2 -2 3 -1 5 -4 8 -8 10 18 -6 -12 -13 -7 -15 17 -17 -16 -10 -20 21 22 -9
right_child=1 -3 4 -5 6 13 7 20 9 -11 11 12 -14 14 15 16 -18 -19 19 -21 -22 -23 -24
leaf_value=0.0039405482914544191 0.0034154245008969839 0.015781579842434747 -0.0082531984473411344 -0.008028652078337124 -0.0017880878198066566 -0.0028853735390307286 0.010908307915631228 0.0041909157097322789 0.0027294717990527725 0.0062075918737080982 0.012041482371691911 -0.0014767650306772284 0.0037746362272880686 0.0076978042828380827 0.0025797396938977363 0.001801430182039493 0.0091980767539222661 -0.0026306052811532255 0.0022864106032081891 -0.0028191265951298559 0.0072542593879356869 0.005119343693491425 -0.00088724773115815981
leaf_weight=60 58 52 53 53 69 52 71 59 69 72 58 67 1268 68 231 66 52 72 52 146 61 77 52
leaf_count=60 58 52 53 53 69 52 71 59 69 72 58 67 1268 68 231 66 52 72 52 146 61 77 52
internal_value=0 0.00927758 0.00289138 -0.00165743 0.00308137 0.00158199 0.00350043 0.00567472 0.0031131 0.00101586 0.00359817 0.00386626 0.00350974 0.00254883 0.00313038 0.00238838 0.00507619 0.00133571 -0.000377425 -0.0014692 0.00417519 0.00316658 0.00179577
internal_weight=0 110 2828 113 2715 594 2121 320 1801 339 1462 1393 1335 541 489 421 118 303 267 198 249 188 111
internal_count=2938 110 2828 113 2715 594 2121 320 1801 339 1462 1393 1335 541 489 421 118 303 267 198 249 188 111
is_linear=0
shrinkage=0.16829


Tree=9081
num_leaves=15
num_cat=0
split_feature=33 41 160 4 51 10 10 52 157 4 12 1375 475 4
split_gain=0.11572 0.0861543 0.0757206 0.102447 0.10439 0.0866284 0.0870512 0.0620007 0.104926 0.103171 0.0739466 0.0612662 0.0312835 0.0215975
threshold=0.085370000000000015 0.087145000000000014 -0.55045999999999984 -0.17568999999999999 1.0000000180025095e-35 -1.0000000180025095e-35 -0.16262499999999996 -0.092084999999999986 -0.079269999999999993 -0.098074999999999982 0.097345000000000015 -0.091584999999999986 -0.084049999999999986 -0.49269499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 12 6 -5 8 -7 -9 -10 -11 -4 -14
right_child=-2 -3 3 5 -6 7 -8 9 10 11 -12 -13 13 -15
leaf_value=-0.0039273804361443952 0.010407782928391 0.0077804610853096914 0.0068660960923588726 0.0025139652459729056 0.011222342781211864 0.0098554023833778998 -0.006481239636743498 -0.0053165259628468837 0.0015284657774865768 0.00718205662551213 0.0073097463871613635 0.0019521012461756336 0.0039828204625051693 -0.00055256879437879823
leaf_weight=54 53 84 54 57 70 76 65 54 261 66 83 1842 66 53
leaf_count=54 53 84 54 57 70 76 65 54 261 66 83 1842 66 53
internal_value=0 0.00246091 0.00230074 0.00242383 0.0057272 0.00210254 -0.00226384 0.00232692 0.00418629 0.00192798 0.00292859 0.00213395 0.00349335 0.00194776
internal_weight=0 2885 2801 2747 243 2504 122 2382 420 1962 344 1908 173 119
internal_count=2938 2885 2801 2747 243 2504 122 2382 420 1962 344 1908 173 119
is_linear=0
shrinkage=0.16829


Tree=9082
num_leaves=14
num_cat=0
split_feature=8 1456 1374 40 1429 159 42 148 4 133 40 42 157
split_gain=0.0909915 0.0632984 0.0628197 0.0702337 0.0522319 0.0585626 0.0533149 0.0683047 0.113998 0.067147 0.119357 0.0871347 0.0220598
threshold=0.08573500000000002 -0.15322999999999998 0.085820000000000021 0.09888000000000001 0.082195000000000018 0.081780000000000005 0.10077000000000001 -0.071414999999999992 0.31392000000000003 0.12352500000000001 -1.0000000180025095e-35 0.11745500000000002 -0.083699999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 12 7 -3 -9 10 -8 -11 -6
right_child=-2 2 -4 -5 5 -7 9 8 -10 11 -12 -13 -14
leaf_value=-0.0023225258499534056 0.0088953565402671159 0.005872232296162498 0.0070263736397319313 -0.0039510283340921373 0.0054411939898509091 0.0089170452346606505 0.00062964705372520224 0.0017971946414636608 -0.0028404781697947234 -0.0039074515574013041 0.0096597546256941193 0.0045954888964867182 0.0012336670862220546
leaf_weight=91 56 103 74 54 58 65 68 1861 163 56 108 87 94
leaf_count=91 56 103 74 54 58 65 68 1861 163 56 108 87 94
internal_value=0 0.00203577 0.00217851 0.00204581 0.00216809 0.00467629 0.00194484 0.00163913 0.00142282 0.00397761 0.00618106 0.0012531 0.00285099
internal_weight=0 2882 2791 2717 2663 217 2446 2127 2024 319 176 143 152
internal_count=2938 2882 2791 2717 2663 217 2446 2127 2024 319 176 143 152
is_linear=0
shrinkage=0.16829


Tree=9083
num_leaves=24
num_cat=0
split_feature=1 1 16 123 484 4 13 49 4 4 1 4 159 41 13 1447 48 457 16 16 52 1 16
split_gain=6.05417 1.28846 0.93237 0.475985 0.460647 0.379555 0.297316 0.250381 0.378487 0.23812 0.391407 0.226834 0.218507 0.167717 0.136982 0.132514 0.129427 0.109695 0.107058 0.199133 0.113037 0.0689455 0.0636269
threshold=0.12313000000000002 0.090740000000000015 0.31625000000000009 1.0000000180025095e-35 0.081380000000000022 0.31392000000000003 -0.010424999999999999 -0.012034999999999999 -0.07928499999999998 -0.16236499999999995 0.080545000000000019 0.31392000000000003 0.087060000000000012 0.075585000000000013 -0.085684999999999997 -0.086059999999999984 0.087730000000000016 -0.086804999999999979 0.041025000000000006 -0.0090799999999999995 -0.45635499999999996 0.10557500000000002 0.62619000000000014
decision_type=2 2 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 16 -5 21 -9 10 -1 -10 14 15 -7 -11 -2 -17 19 -19 -20 -3 -4
right_child=5 2 22 6 -6 12 -8 8 11 13 -12 -13 -14 -15 -16 17 -18 18 20 -21 -22 -23 -24
leaf_value=0.00058218434169077823 0.00056111219895045811 0.00049688641718217887 0.00088115300069993108 0.00058806879724610905 0.00040046319607849653 -2.1662394016117232e-06 0.00026595720944121696 0.00050447597560570484 0.00085902622080345943 0.00099577540802050341 0.00094116656211536685 0.00062381625946496201 0.00037019943026713153 0.0010046303653736962 0.00022682392374277825 0.00097589378547838592 0.00034657659721512558 0.00083457593969212495 0.00085549518151085188 0.00094977463526989194 0.00070128307088135854 0.0006599730372745282 0.0010372402091630266
leaf_weight=88 58 53 72 80 56 52 52 52 230 71 54 57 59 87 62 72 68 1075 99 199 119 68 55
leaf_count=88 58 53 72 80 56 52 52 52 230 71 54 57 59 87 62 72 68 1075 99 199 119 68 55
internal_value=0 0.00080324 0.000689921 0.000639085 0.00068446 0.000307607 0.000461443 0.000718957 0.0007653 0.000850335 0.000718947 0.000812435 0.000206891 0.00086115 0.000122063 0.000853493 0.000445611 0.000847012 0.000840769 0.000852598 0.000771477 0.00058883 0.000949027
internal_weight=0 2639 775 648 516 299 132 460 339 1864 142 287 173 1722 114 1635 126 1564 1492 1274 218 121 127
internal_count=2938 2639 775 648 516 299 132 460 339 1864 142 287 173 1722 114 1635 126 1564 1492 1274 218 121 127
is_linear=0
shrinkage=0.0032998


Tree=9084
num_leaves=26
num_cat=0
split_feature=11 2 3 2 1 13 403 52 15 48 13 13 151 15 41 1 3 13 42 3 133 1 15 52 131
split_gain=0.0964648 0.0585377 0.0900853 0.0734186 0.0697658 0.116893 0.0888865 0.0699956 0.0681201 0.0662212 0.107743 0.0967694 0.0785835 0.0780818 0.0704012 0.0759561 0.104176 0.0657254 0.05756 0.156955 0.118604 0.12474 0.0743018 0.041708 0.0167252
threshold=0.095930000000000015 0.084725000000000009 0.084670000000000009 0.085005000000000011 0.090540000000000023 -1.0000000180025095e-35 -0.10012499999999998 -0.011964999999999998 0.084845000000000018 0.09062000000000002 0.0014600000000000001 -0.15941999999999998 -0.14525499999999997 -0.076594999999999983 0.077300000000000021 0.084470000000000003 -0.043609999999999989 -0.086944999999999981 0.09087000000000002 -0.078644999999999979 0.087455000000000019 0.11097000000000001 -0.041569999999999989 -0.019454999999999997 0.091295000000000015
decision_type=2 2 2 2 2 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 12 11 -11 -5 23 15 17 -17 -14 20 -20 21 22 -6 -13 -21
right_child=-2 3 -4 9 18 -7 7 8 -10 10 -12 13 14 -15 -16 16 -18 -19 19 24 -22 -23 -24 -25 -26
leaf_value=0.0095013405869776961 0.0092595948117309684 -0.0044488702291248733 -0.0033980707889429938 0.0085530105570449256 0.0072742010482394282 0.012326259527599708 -0.0019242540952695557 0.0069260822941071137 0.0011434884472758487 -0.0053006763180729402 -0.0072320496471308983 0.0040030493826573796 0.0053322163488255716 0.0074335786897331202 0.0075437342313814122 -0.0048454551803695286 0.0015155414624420957 0.0019458672540037035 -0.0071940805166944895 0.0047036142704964491 -0.0020704943357751568 0.013097324358125008 -0.00043085265980306371 -0.0017371383437920574 0.0012447216934142616
leaf_weight=72 57 53 53 56 72 58 66 126 108 54 53 59 202 67 65 100 269 848 58 82 67 53 69 91 80
leaf_count=72 57 53 53 56 72 58 66 126 108 54 53 59 202 67 65 100 269 848 58 82 67 53 69 91 80
internal_value=0 0.00225728 0.00332901 0.00171741 0.00372235 0.00528324 0.00418031 0.00289727 0.00426487 0.0018937 -0.000288226 0.00106316 0.00235392 0.00265507 0.00211878 0.00186902 -0.000203437 0.00259905 0.00232321 0.00030917 0.00401399 0.0061246 0.0034909 0.000508692 0.00300661
internal_weight=0 2881 964 1917 911 430 372 300 234 1864 324 271 1540 217 1484 1419 369 1050 481 220 261 194 141 150 162
internal_count=2938 2881 964 1917 911 430 372 300 234 1864 324 271 1540 217 1484 1419 369 1050 481 220 261 194 141 150 162
is_linear=0
shrinkage=0.16829


Tree=9085
num_leaves=26
num_cat=0
split_feature=1 3 3 0 13 14 3 3 150 0 0 1 11 16 43 3 3 0 12 1 0 13 42 43 12
split_gain=4.29077 1.02063 0.63183 0.485171 0.446365 0.381701 0.232984 0.458307 0.232469 0.309063 0.227648 0.215851 0.200552 0.218965 0.156648 0.145069 0.140048 0.121601 0.0826947 0.080544 0.0731219 0.0590012 0.0576756 0.0375197 0.0273182
threshold=0.10123500000000001 -0.049204999999999992 0.10402500000000002 -0.052874999999999998 0.10621000000000001 -1.0000000180025095e-35 0.3148450000000001 0.090170000000000014 0.089810000000000015 -0.098064999999999986 -0.079394999999999979 0.078320000000000015 1.0000000180025095e-35 0.11702000000000001 -0.079524999999999985 -0.14719499999999996 -0.082689999999999986 -0.17862999999999998 0.094115000000000018 0.083065000000000014 -0.074904999999999985 -0.0094049999999999984 0.086855000000000016 0.05259500000000001 0.10082000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 14 -3 7 21 10 -10 12 22 13 19 -2 -16 20 -9 -18 -1 -12 -7 -5 -20 -17
right_child=1 5 -4 11 -6 6 -8 17 9 -11 16 -13 -14 -15 15 24 18 -19 23 -21 -22 -23 -24 -25 -26
leaf_value=0.00072441116307526618 0.00042640984368311094 0.00045649232243737055 0.00031486719567091147 0.00034934836153815134 0.00025370761000141872 0.00019455122083011364 2.7607326851806249e-05 0.00029220289775942445 0.000344185761891557 0.00066491303758257534 0.0006365762013015294 0.00064613633114878012 0.00087212945199185586 0.00049600531975528561 0.00073794895117032988 0.00060064633523296068 0.00049757099004553841 0.0005082322473788436 0.00065679300878452359 0.00065886992808964579 0.00077433346340652787 6.9703478900520673e-05 0.00049570467343377275 0.00055968888394819342 0.00048700253357576294
leaf_weight=930 59 87 59 64 59 100 62 53 52 91 99 75 80 56 74 52 94 64 122 281 81 72 59 79 52
leaf_count=930 59 87 59 64 59 100 62 53 52 91 99 75 80 56 74 52 94 64 122 281 81 72 59 79 52
internal_value=0 0.000361797 0.000652921 0.000662125 0.000511601 0.000260479 0.000211795 0.000251187 0.000677866 0.000548531 0.000687997 0.000505735 0.000710094 0.000699836 0.000575653 0.000624924 0.000625261 0.000410674 0.000580293 0.000709232 0.000698763 0.000142494 0.000419838 0.000618803 0.000544163
internal_weight=0 734 2222 2163 296 438 351 289 1965 143 1822 198 1347 1267 237 178 475 117 295 1211 180 172 123 201 104
internal_count=2956 734 2222 2163 296 438 351 289 1965 143 1822 198 1347 1267 237 178 475 117 295 1211 180 172 123 201 104
is_linear=0
shrinkage=0.0032998


Tree=9086
num_leaves=34
num_cat=0
split_feature=1 3 3 3 13 2 3 12 133 43 1 12 1 16 1 42 3 15 13 15 51 2 50 1213 16 15 2 16 3 42 12 15 42
split_gain=3.87563 0.649262 0.494835 0.260845 0.230718 0.201543 0.19685 0.171027 0.168311 0.153537 0.142549 0.137651 0.170778 0.137144 0.268504 0.118946 0.163433 0.10631 0.0993237 0.0895768 0.0767043 0.0740662 0.0707359 0.0703369 0.0660679 0.0828159 0.0532998 0.0847657 0.0490627 0.039518 0.0497978 0.0340762 0.0140226
threshold=0.10921500000000002 -0.049204999999999992 -0.066229999999999997 0.11500500000000001 -1.0000000180025095e-35 0.11504500000000002 0.3148450000000001 0.079335000000000017 0.088480000000000017 -0.073079999999999992 0.10135500000000001 0.090285000000000018 0.089895000000000017 0.014185000000000001 0.085410000000000014 0.082690000000000013 -0.083154999999999993 -0.085999999999999979 -0.049994999999999991 -0.085259999999999989 0.0064150000000000014 0.084970000000000004 0.082420000000000007 -0.0068949999999999992 0.056515000000000003 0.091490000000000016 0.09056500000000002 0.092980000000000021 0.13772500000000001 -0.048914999999999993 0.093740000000000004 0.039965000000000007 -0.062334999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 4 10 18 8 -1 9 -3 17 12 20 14 -6 26 -17 -4 -2 -16 21 22 -9 -23 25 -18 29 32 -11 30 -13 -22 -28
right_child=1 6 3 -5 13 -7 -8 11 -10 28 -12 15 -14 -15 19 16 24 -19 -20 -21 31 23 -24 -25 -26 -27 27 -29 -30 -31 -32 -33 -34
leaf_value=0.00062051974352176546 0.00080052286401206406 0.00035311539356466706 0.00079024121649959647 0.00047471611963539905 0.00098996369399425221 0.00048826928384807986 0.00025272047447454299 0.00090300175187775532 0.00026757593165097922 0.00060596813773516509 0.00048242291435310851 0.00082725961121301954 0.00067440817805536433 0.00066823135998113727 0.00063575932914577624 0.00057168894066964135 0.00087439905738470396 0.00061304006496774074 0.00060191684715845989 0.00083007072102460951 0.00087075490750860825 0.0007265796977836852 0.00079239424925393398 0.00083000523906653499 0.00068694738912901344 0.00074305205425149849 0.00076015543682643298 0.00086459262408189604 0.00047002477883117082 0.00079200094240955009 0.00097375344963646299 0.00099855559623769738 0.00068095256975851323
leaf_weight=54 64 71 64 55 73 73 92 269 54 71 52 55 68 82 57 58 92 96 52 52 54 94 91 424 92 140 87 90 55 62 58 53 52
leaf_count=54 64 71 64 55 73 73 92 269 54 71 52 55 68 82 57 58 92 96 52 52 54 94 91 424 92 140 87 90 55 62 58 53 52
internal_value=0 0.000470055 0.000781263 0.000691777 0.000716783 0.000625647 0.000384217 0.000806346 0.000432275 0.000477242 0.000634829 0.000811784 0.000836896 0.000782462 0.000833735 0.000778096 0.000735431 0.000684141 0.000711796 0.000728782 0.000848078 0.000837519 0.000875141 0.000811305 0.000764635 0.00079529 0.00081835 0.000783523 0.000546907 0.000863723 0.000902763 0.000934387 0.000730779
internal_weight=0 532 2424 531 476 189 343 1893 251 197 212 1839 1053 264 182 786 382 160 116 109 985 878 360 518 324 232 404 229 126 175 113 107 139
internal_count=2956 532 2424 531 476 189 343 1893 251 197 212 1839 1053 264 182 786 382 160 116 109 985 878 360 518 324 232 404 229 126 175 113 107 139
is_linear=0
shrinkage=0.0032998


Tree=9087
num_leaves=10
num_cat=0
split_feature=45 158 1453 49 124 13 43 13 124
split_gain=0.0862319 0.0771556 0.0799112 0.0789301 0.0566743 0.0654122 0.0572529 0.190595 0.116445
threshold=1.0000000180025095e-35 -0.45783499999999994 -0.079499999999999987 -0.22756499999999999 0.08919500000000001 0.26746000000000009 -0.15961499999999998 0.15867500000000004 -0.087424999999999989
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 -8
right_child=-2 2 3 4 -6 -7 8 -9 -10
leaf_value=-0.0028232345975869604 0.009870413405283246 0.0091617417913110628 -0.0030329728763822178 -0.0065775987118112181 -0.0023561451166995108 0.0088900941587303842 -0.0043934389733479842 0.0057168910777154157 0.0034239714855093177
leaf_weight=64 52 60 61 69 53 56 55 74 2412
leaf_count=64 52 60 61 69 53 56 55 74 2412
internal_value=0 0.00294062 0.00307114 0.00293904 0.00307368 0.0031823 0.00305915 -0.000202852 0.00324896
internal_weight=0 2904 2840 2780 2719 2666 2610 143 2467
internal_count=2956 2904 2840 2780 2719 2666 2610 143 2467
is_linear=0
shrinkage=0.16829


Tree=9088
num_leaves=31
num_cat=0
split_feature=1 3 3 155 0 1 0 1 0 15 3 15 0 1 40 13 3 0 1 0 16 13 3 160 16 0 15 3 0 3
split_gain=5.15521 1.01596 0.464374 0.346212 0.3186 0.190264 0.164639 0.15911 0.198145 0.184898 0.152758 0.140166 0.112641 0.206772 0.0906044 0.162431 0.261885 0.0776317 0.0751819 0.153761 0.142617 0.0735924 0.0695708 0.0488372 0.0511247 0.0412781 0.0390341 0.028925 0.0320095 0.0156655
threshold=0.10398500000000001 -0.051469999999999995 -0.066229999999999997 0.09198000000000002 -0.045139999999999993 0.12000500000000001 -0.14920999999999998 0.087225000000000011 -0.14534499999999997 -0.034094999999999993 0.0025650000000000004 -0.085999999999999979 -0.079119999999999982 0.090740000000000015 -0.072979999999999975 -0.0042049999999999995 0.41110500000000005 -0.097224999999999992 0.081720000000000015 -0.034759999999999992 0.060835000000000007 -0.052124999999999998 -0.080884999999999985 -0.52374999999999983 -0.069169999999999995 -0.065939999999999985 -0.10981499999999998 -0.095259999999999997 -0.067134999999999986 -0.0082999999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 10 -1 8 -4 -9 -3 -10 13 17 -7 16 -16 26 19 27 21 -20 -2 -19 -25 -13 -8 -14 -29 -27
right_child=1 5 7 -5 -6 14 12 9 11 -11 -12 25 18 -15 15 -17 -18 23 20 -21 -22 -23 -24 24 -26 29 -28 28 -30 -31
leaf_value=0.00098112010549102633 0.00057710285008046025 0.00032597878370437395 0.00090618188829898834 0.00085095026156476448 0.00037510383624603098 0.00017782067981122899 0.00083022889026651374 0.00050985522470776252 0.00082271679351972912 0.00072819502409436491 0.00052438288459700892 0.0005577952521491936 0.00083886472938128989 0.00066189085856704878 0.00013013206935660703 0.00048470581633270829 0.00043142968079705934 0.00094211822605229161 0.00067852449981247668 0.00057750028287480962 0.00096439593828550143 0.00083275083394504707 0.00073642794506716288 0.00085736326030644142 0.00080581855248347122 0.00063202677156090853 0.00070972583267926779 0.000720438377960349 0.00081439724624671639 0.00072194508819153772
leaf_weight=59 67 78 61 55 71 59 53 95 65 79 96 52 52 87 71 52 57 55 69 61 52 75 60 545 403 55 87 170 62 53
leaf_count=59 67 78 61 55 71 59 53 95 65 79 96 52 52 87 71 52 57 55 69 61 52 75 60 545 403 55 87 170 62 53
internal_value=0 0.000453299 0.00078329 0.00061815 0.000553305 0.000352228 0.000806962 0.000689041 0.000737498 0.000609189 0.000435646 0.00069161 0.00080114 0.00081897 0.00029135 0.000328367 0.000264579 0.000830896 0.000760536 0.000730207 0.000813743 0.000759095 0.000652652 0.000841371 0.000835488 0.000638127 0.000755597 0.000762882 0.0007457 0.00067648
internal_weight=0 666 2290 253 198 413 1830 460 286 174 174 225 1771 1230 239 180 128 1143 541 345 196 144 127 1003 948 160 140 284 232 108
internal_count=2956 666 2290 253 198 413 1830 460 286 174 174 225 1771 1230 239 180 128 1143 541 345 196 144 127 1003 948 160 140 284 232 108
is_linear=0
shrinkage=0.0032998


Tree=9089
num_leaves=36
num_cat=0
split_feature=1 52 2 49 52 1 0 124 2 1 2 1 42 43 50 0 49 1429 2 1446 1 42 43 16 42 2 131 42 130 42 49 52 16 16 403
split_gain=4.4501 1.02725 0.438043 0.397224 0.357361 0.318885 0.291278 0.283354 0.260221 0.216878 0.150591 0.16471 0.149562 0.141096 0.12265 0.108268 0.104581 0.0856776 0.0848113 0.0819737 0.111965 0.0797324 0.0840053 0.0711253 0.0683025 0.0470922 0.0467632 0.070524 0.0333637 0.0259652 0.0226877 0.0628828 0.0309986 0.0294186 0.00831695
threshold=0.10331000000000003 -0.41694999999999993 0.097110000000000016 -0.056909999999999995 0.056265000000000009 0.13074500000000003 -0.12851999999999997 -1.0000000180025095e-35 0.13018000000000005 0.090540000000000023 0.084970000000000004 0.085780000000000009 0.081605000000000025 -0.073079999999999992 0.09660500000000001 -0.16926499999999997 -0.0061499999999999992 0.086570000000000022 1.0000000180025095e-35 0.085865000000000011 1.0000000180025095e-35 0.083785000000000012 -1.0000000180025095e-35 -0.25397999999999993 -0.011964999999999998 0.083935000000000023 0.082750000000000004 0.085345000000000018 0.092225000000000015 -0.089179999999999982 0.011845000000000001 0.10236500000000001 0.073820000000000011 0.27450000000000002 -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 2
left_child=2 -2 9 -4 5 6 15 -8 24 10 14 17 -9 -7 21 -3 -11 19 -6 20 -12 22 29 -15 28 34 27 -18 -5 -1 31 33 -32 -26 -23
right_child=1 4 3 8 18 13 7 12 -10 16 11 -13 -14 23 -16 -17 26 -19 -20 -21 -22 25 -24 -25 30 -27 -28 -29 -30 -31 32 -33 -34 -35 -36
leaf_value=0.00083492345128835749 0.00091373801300972783 0.00051913541520686086 0.00051849369758358202 0.00097860840718677535 0.00074167162487341924 0.00022588424702988023 0.00043646479999917532 0.00060737356872439508 0.00059879414793409308 0.00067443046090295757 0.0009062678089158566 0.00071225331829091764 0.00085923266317662638 0.00033946917153822884 0.00080517997717707054 0.00032396215728693918 0.00088052389085884603 0.00076677712906924233 0.00058136517254927882 0.00078170511689352291 0.0010687819839180731 0.0010259345688968572 0.0010360513499710138 0.00050923864452048729 0.00078127937664072247 0.0010991889412736852 0.00091149951104186461 0.00072864151816425839 0.0008651994996971428 0.00092857865236648559 0.00091622982463687784 0.0006944697391844288 0.00079594758643266813 0.00089646783274943383 0.00095440850687356072
leaf_weight=59 83 65 54 53 75 57 52 52 53 52 745 56 54 53 52 62 72 53 76 56 52 58 72 59 62 75 78 71 89 119 55 56 55 53 68
leaf_count=59 83 65 54 53 75 57 52 52 53 52 745 56 54 53 52 62 72 53 76 56 52 58 72 59 62 75 78 71 89 119 55 56 55 53 68
internal_value=0 0.000568927 0.00087208 0.000788486 0.000521564 0.000475037 0.000542626 0.00063765 0.000819042 0.000897551 0.000913655 0.000888969 0.000736012 0.000360845 0.000960797 0.000424131 0.000811005 0.000899853 0.000661221 0.00090808 0.000916915 0.000978662 0.00093771 0.000429216 0.000846555 0.00102942 0.000842981 0.00080536 0.000907776 0.000897734 0.000815491 0.000788964 0.000856409 0.000834673 0.000987613
internal_weight=0 688 2268 530 605 454 285 158 476 1738 1465 962 106 169 503 127 273 906 151 853 797 451 250 112 423 201 221 143 142 178 281 171 110 115 126
internal_count=2956 688 2268 530 605 454 285 158 476 1738 1465 962 106 169 503 127 273 906 151 853 797 451 250 112 423 201 221 143 142 178 281 171 110 115 126
is_linear=0
shrinkage=0.0032998


Tree=9090
num_leaves=24
num_cat=0
split_feature=1 52 2 2 151 4 47 4 14 16 148 4 1 52 2 2 16 2 52 4 133 16 1
split_gain=7.30462 1.6008 0.829388 0.583671 0.521252 0.49252 0.479936 0.416375 0.404734 0.393437 0.310564 0.324452 0.289545 0.280846 0.175424 0.230147 0.148806 0.194087 0.137886 0.116368 0.105428 0.0661664 0.0251082
threshold=0.10509 -0.40011499999999994 0.16993500000000003 0.099845000000000003 -0.0071249999999999985 0.31392000000000003 0.078345000000000012 -0.34140499999999996 0.073890000000000011 -0.019749999999999993 -0.075489999999999988 -0.098074999999999982 0.13042000000000001 -0.51745999999999992 0.088905000000000026 0.076510000000000009 -0.052894999999999991 0.11366500000000002 0.048535000000000002 0.058025000000000007 0.024055000000000003 -0.50472499999999987 0.13857500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 7 -5 6 9 -1 10 -3 -9 -12 21 -6 15 -13 18 -18 -15 -8 -16 -7 -14
right_child=1 2 -4 4 13 12 19 8 -10 -11 11 14 22 16 20 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.0012300854692503143 0.0010293339383040472 0.00072556438404574155 0.00015798143040932257 0.00053660744009893151 0.0010674999157850298 0.00047865006364886998 0.00093131235826413483 0.00072578429551258753 0.0011924629544474003 0.00039319031582375335 0.00071695312897075735 0.00093625883189241805 0.0002648403050592904 0.00078962960353842445 0.00086113436946877366 0.0010356596730358005 0.00087538797106756819 0.0006474222510846324 0.00099624325563565821 0.00071151804119453732 0.00096515198199803077 0.00062370277457108898 0.00036677523138101814
leaf_weight=70 71 67 67 53 77 81 52 62 85 94 56 421 52 59 200 685 94 75 97 58 255 65 63
leaf_count=70 71 67 67 53 77 81 52 62 85 94 56 421 52 59 200 685 94 75 97 58 255 65 63
internal_value=0 0.000560363 0.000504717 0.000952254 0.000845892 0.000548319 0.000647139 0.000978622 0.000968623 0.000531726 0.00095727 0.000966124 0.000445577 0.00088658 0.00097504 0.000997855 0.000843608 0.000774428 0.000918327 0.000815741 0.000919507 0.00054347 0.000320989
internal_weight=0 670 599 2289 455 532 271 1834 1764 161 1679 1617 261 402 1561 1106 325 169 156 110 455 146 115
internal_count=2959 670 599 2289 455 532 271 1834 1764 161 1679 1617 261 402 1561 1106 325 169 156 110 455 146 115
is_linear=0
shrinkage=0.0032998


Tree=9091
num_leaves=26
num_cat=0
split_feature=1 1 16 123 1447 47 15 1 0 0 0 0 0 10 43 15 0 43 15 16 43 16 0 16 16
split_gain=11.1705 2.1337 1.17538 0.960529 0.694411 0.515489 0.403355 0.408003 0.454502 0.337515 0.294597 0.401914 0.37937 0.229743 0.197432 0.238237 0.204383 0.171591 0.132668 0.149257 0.125733 0.131666 0.104903 0.0756766 0.0554462
threshold=0.10509 0.12448500000000001 0.26411500000000004 1.0000000180025095e-35 -0.08292999999999999 0.11224000000000002 0.13248000000000001 0.090195000000000011 -0.096109999999999987 -0.075434999999999988 -0.12259499999999998 -0.16926499999999997 -0.073254999999999987 -0.0062549999999999993 -0.0005399999999999999 0.084535000000000013 -0.11991499999999998 -0.025879999999999997 0.033605000000000003 0.15273500000000004 -0.082204999999999986 -0.062279999999999995 -0.06612999999999998 -0.0098949999999999975 -0.069994999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 17 13 7 9 -9 14 11 -2 -12 -3 16 -16 -6 -1 19 -11 -10 -22 -15 -14 -20
right_child=1 5 -4 -5 6 -7 -8 8 20 18 12 -13 23 22 15 -17 -18 -19 24 -21 21 -23 -24 -25 -26
leaf_value=0.00095709938433398726 0.00049715384693201916 -7.3976509427897271e-05 0.00087575098877397449 0.00050496551555002976 0.0011323628365742977 0.00042489378886763444 0.00056567347236146487 0.0005363967108802793 0.00067778434765266204 0.00058833711901489329 0.00074794959653206336 0.00013342688831412684 0.00050005311241511203 7.4431682678089683e-05 0.00074962007301441807 0.00092788348376051494 0.00091648461203933942 0.0011773902468897848 0.00080042408163301165 0.00078809589470830608 0.00075703872568935455 0.00092436377311612276 0.00024486338168142735 0.00032064722731622576 0.00094404323951609293
leaf_weight=75 67 70 84 84 52 61 54 81 57 57 56 66 53 87 177 158 899 86 65 160 91 129 73 53 64
leaf_count=75 67 70 84 84 52 61 54 81 57 57 56 66 53 87 177 158 899 86 65 160 91 129 73 53 64
internal_value=0 0.000367759 0.000530968 0.000852299 0.000865515 0.000155072 0.000848998 0.000856669 0.000755087 0.00087893 0.000432674 0.000316923 0.000527486 8.33575e-05 0.00090373 0.000833802 0.000928326 0.00107499 0.000786655 0.000735787 0.000818908 0.000855312 0.000152411 0.000410683 0.00087195
internal_weight=0 670 379 2289 2205 291 2044 1990 358 1632 295 133 162 230 1286 335 951 161 346 217 277 220 160 106 129
internal_count=2959 670 379 2289 2205 291 2044 1990 358 1632 295 133 162 230 1286 335 951 161 346 217 277 220 160 106 129
is_linear=0
shrinkage=0.0032998


Tree=9092
num_leaves=31
num_cat=0
split_feature=1 16 10 2 12 1 151 1 47 47 42 1429 1447 0 0 12 16 12 2 42 0 13 2 16 0 16 13 16 16 12
split_gain=6.52663 0.964185 0.697202 0.558577 0.540473 0.395451 0.386762 0.345072 0.319743 0.235177 0.217788 0.204967 0.269757 0.196685 0.19232 0.164958 0.164625 0.146034 0.119845 0.203082 0.154698 0.113487 0.0905534 0.0799229 0.159989 0.0784199 0.0739848 0.0675941 0.0253184 0.114616
threshold=0.10509 0.25619500000000001 -0.36237499999999995 0.097005000000000022 0.088365000000000013 0.122075 -0.051109999999999996 0.090195000000000011 0.10664500000000002 0.077065000000000008 0.089840000000000017 0.083985000000000018 -0.085709999999999995 -0.037444999999999992 -0.16926499999999997 0.084845000000000018 0.55657000000000012 0.088825000000000015 0.10869000000000002 0.091485000000000025 -0.051824999999999989 -0.11279499999999999 0.11558500000000001 -0.0096749999999999978 -0.090164999999999981 -0.0081349999999999981 -0.097454999999999986 0.0071000000000000013 -0.04040499999999999 0.093985000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 8 -3 -5 9 13 11 -6 12 -1 14 -4 -11 18 -9 19 27 22 -16 -20 26 -25 -13 -14 -8 29 -19
right_child=1 5 4 6 10 -7 16 17 -10 15 -12 25 23 -15 21 -17 -18 28 20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010955415772969746 3.4805896018404814e-05 0.00086600422462400643 0.00043260102001853947 0.00046448412476552737 0.00073598018857752925 0.00049454038678489135 0.00079729667975198025 0.00064825600481670416 0.00060087844240249333 0.0011523213355748786 0.00045633154545301932 0.00083998319067815077 0.0009579392998433061 0.00046649801294674196 0.00032984753646504342 0.00091712112071344501 0.00093560494316147734 0.0008910837909027029 0.00066613392925863311 0.00063365358843089806 0.0005539872936742488 0.0001478806644736054 0.00084271204585557673 0.0010765443522636146 0.00087488929090467091 0.00067536571364079341 0.00083933903716730172 0.00093813276690201883 0.00085592417530835408 0.00069223114792167466
leaf_weight=60 53 76 62 53 74 54 98 98 55 54 53 56 67 81 60 90 55 56 72 64 70 102 62 56 215 83 753 68 79 80
leaf_count=60 53 76 62 53 74 54 98 98 55 54 53 56 67 81 60 90 55 56 72 64 70 102 62 56 215 83 753 68 79 80
internal_value=0 0.00045651 0.000394944 0.000826939 0.000434066 0.000711975 0.000733936 0.000855772 0.000368532 0.000877592 0.000619554 0.000863279 0.000877902 0.000326518 0.000275743 0.00100557 0.000763068 0.000755693 0.000741122 0.000793706 0.000681664 0.000215493 0.000748097 0.000865901 0.00091669 0.00074194 0.000849073 0.000855201 0.000804501 0.000774371
internal_weight=0 670 540 2289 487 130 542 1747 360 1434 127 1290 1151 305 224 144 489 313 434 230 204 162 134 1091 271 139 820 166 215 136
internal_count=2959 670 540 2289 487 130 542 1747 360 1434 127 1290 1151 305 224 144 489 313 434 230 204 162 134 1091 271 139 820 166 215 136
is_linear=0
shrinkage=0.0032998


Tree=9093
num_leaves=17
num_cat=0
split_feature=4 151 51 1447 0 0 4 4 4 4 51 52 150 52 40 4
split_gain=0.137447 0.0935218 0.0801328 0.0742425 0.0686016 0.129709 0.0700893 0.0579638 0.0557204 0.18155 0.053894 0.0534362 0.0399105 0.0397984 0.0348635 0.0227084
threshold=0.31392000000000003 0.053170000000000002 0.16016500000000003 -0.085709999999999995 -0.14920999999999998 -0.13619499999999998 -0.0060699999999999999 0.41315500000000005 -0.17568999999999999 -0.10429499999999998 0.078960000000000016 -1.0000000180025095e-35 0.083205000000000015 -1.0000000180025095e-35 -0.073884999999999992 0.51367000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 6 -6 -2 11 -10 -5 -7 -3 -9 -15 -16
right_child=7 12 -4 4 5 8 -8 13 9 -11 -12 -13 -14 14 15 -17
leaf_value=0.010476876579198767 -0.0031449223799957823 -0.002451772492220697 6.653065479628241e-05 0.011836577536867912 -0.0046436033423583123 0.0065478950303839156 0.0040501828804135487 -0.00081326770215019455 -0.0039745531514819073 0.005733700310949344 0.0054224883155899392 0.01267291920227903 0.0037441262938532937 0.00034006072710025424 0.0036588467111827558 0.007969951643305587
leaf_weight=96 55 55 70 89 53 131 52 64 56 1841 66 60 63 56 95 57
leaf_count=96 55 55 70 89 53 131 52 64 56 1841 66 60 63 56 95 57
internal_value=0 0.00548921 0.00570667 0.00586748 0.00567826 0.00543439 -0.000320999 0.00182233 0.00572467 0.00544616 0.00911701 0.00848139 0.000840982 0.00283334 0.00396401 0.00528733
internal_weight=0 2632 2514 2444 2348 2193 105 327 2088 1897 155 191 118 272 208 152
internal_count=2959 2632 2514 2444 2348 2193 105 327 2088 1897 155 191 118 272 208 152
is_linear=0
shrinkage=0.16829


Tree=9094
num_leaves=26
num_cat=0
split_feature=1 1 47 16 1 49 2 10 14 3 2 3 47 1452 48 16 2 1213 43 3 49 2 16 2 1
split_gain=6.025 1.11741 0.720728 0.672614 0.585786 0.474589 0.35518 0.317744 0.312198 0.235385 0.209393 0.205512 0.199758 0.216686 0.153024 0.150262 0.186692 0.113012 0.0739676 0.066579 0.0429633 0.040637 0.0301303 0.029193 0.0168536
threshold=0.10557500000000002 0.12500000000000003 0.11224000000000002 0.12992000000000004 0.090130000000000016 -0.046739999999999997 1.0000000180025095e-35 -0.020369999999999996 0.073890000000000011 -0.010434999999999998 0.10836000000000003 1.0000000180025095e-35 0.080075000000000021 0.08234000000000001 0.087035000000000015 0.28127000000000008 0.090485000000000024 -0.0074849999999999995 -0.079614999999999977 -0.076289999999999983 0.11384000000000001 0.086275000000000004 -0.042884999999999993 0.11454500000000002 0.13857500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 7 6 8 -6 -2 -3 10 -9 12 -8 13 14 17 16 18 -1 -7 -20 23 -14 -16 -12 -11
right_child=1 2 -4 -5 5 15 11 9 -10 24 20 -13 21 -15 22 -17 -18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=0.00082408376769761216 0.00068964684738636087 3.0345612660443657e-05 0.00065149207615269476 0.00085116946991069275 0.00051849667763217218 0.00070071119538889183 0.00033361459010261736 0.000493856885771821 0.0010695374511739658 0.00018565655887628721 0.00072462052362312114 0.00055470327412642721 0.00092960011419044892 0.00067289224977418063 0.00068942529553131808 0.00094359083426646376 0.00057607210934895888 0.00089932284894138857 0.00076512419217393839 0.00089601196376359329 0.00067364401475654369 0.0010567614816605624 0.00080509351066986295 0.00082511972353837193 0.00026916001563748323
leaf_weight=301 94 57 60 91 89 69 97 55 82 54 58 89 58 65 52 59 52 946 90 93 52 70 63 102 61
leaf_count=301 94 57 60 91 89 69 97 55 82 54 58 89 58 65 52 59 52 946 90 93 52 70 63 102 61
internal_value=0 0.000484377 0.0003295 0.000604092 0.000842593 0.000735596 0.000523666 0.000244237 0.00086873 0.000315746 0.000859391 0.000439594 0.00087281 0.000861429 0.0008704 0.000788727 0.000758555 0.00088119 0.000796071 0.000831833 0.000760803 0.000999417 0.000753098 0.000788909 0.000230256
internal_weight=0 658 287 371 2301 452 280 227 1849 170 1767 186 1555 1427 1362 363 304 1247 252 183 212 128 115 160 115
internal_count=2959 658 287 371 2301 452 280 227 1849 170 1767 186 1555 1427 1362 363 304 1247 252 183 212 128 115 160 115
is_linear=0
shrinkage=0.0032998


Tree=9095
num_leaves=31
num_cat=0
split_feature=4 12 13 43 4 0 43 43 151 0 150 12 12 0 4 15 4 4 52 0 13 4 15 4 43 4 43 0 52 12
split_gain=12.5436 2.99812 1.41853 0.994205 0.988489 0.939625 0.871985 0.641715 0.446511 0.31307 0.288121 0.26455 0.246627 0.242442 0.255267 0.223999 0.281996 0.193571 0.161398 0.116635 0.132164 0.100308 0.0941328 0.0928715 0.080311 0.124225 0.100969 0.0599305 0.0509399 0.0369769
threshold=0.31392000000000003 0.056995000000000011 -0.27740999999999993 -0.031974999999999996 0.5567700000000001 -0.064994999999999983 -0.083479999999999985 -0.088909999999999989 -0.082164999999999988 -0.14920999999999998 0.083680000000000018 -0.090874999999999984 0.093910000000000007 -0.14104999999999998 -0.15764999999999998 -0.43587999999999999 0.42118000000000005 -0.35269999999999996 0.085175000000000015 -0.11214999999999999 -0.085919999999999982 -0.080584999999999976 -0.064619999999999983 -0.088304999999999981 -0.041049999999999996 0.020110000000000006 0.069620000000000015 -0.05226999999999999 0.111725 0.096900000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 8 9 -7 -4 -2 -3 13 -9 19 -5 -15 -10 -17 -8 24 -11 21 -21 -19 -22 25 -14 -26 -24 -20 -30
right_child=4 5 3 10 -6 6 17 11 15 12 -12 -13 18 14 -16 16 -18 22 28 20 23 -23 27 -25 26 -27 -28 -29 29 -31
leaf_value=0.00026440738958952468 0.00062598130459771452 0.0012512687386501769 0.00084661629769101606 0.001090015744984634 -5.6763590568974358e-05 0.00043082498128648762 0.0010419431868216723 0.00061831045804718683 0.00042087344078758156 0.00088163064377075589 0.00067824807743889156 0.0003056446116926928 0.001020307567884445 0.0010083278378550668 0.00073470763498183894 0.00034621779940456648 2.2704265489688615e-05 0.00094714152520545527 0.0010939369984673997 0.0012106848009156837 0.00088413341128108292 0.001064342755644705 0.00085464803478916608 0.0010245088690842322 0.00073520228095439756 0.00081464579901241994 0.00093275037008835827 0.00068974894002954673 0.0010381394731221987 0.00091642552110341726
leaf_weight=68 52 60 67 84 86 54 72 53 76 58 55 68 86 73 79 61 57 54 64 68 59 277 52 800 69 55 52 52 59 69
leaf_count=68 52 60 67 84 86 54 72 53 76 58 55 68 86 73 79 61 57 54 64 68 59 277 52 800 69 55 52 52 59 69
internal_value=0 0.000928578 0.000711186 0.000774538 0.000247409 0.000986286 0.000809435 0.000586958 0.000353888 0.00101455 0.000895603 0.000442889 0.00100625 0.000946109 0.000866349 0.000280775 0.000190243 0.000898173 0.000939407 0.00103027 0.0010374 0.00109329 0.000832435 0.00101491 0.000885075 0.000940335 0.00082039 0.000772537 0.00101336 0.000972803
internal_weight=0 2607 547 479 332 2060 284 188 246 1776 291 121 1716 236 152 194 118 230 454 1262 1204 345 158 859 262 141 121 104 192 128
internal_count=2939 2607 547 479 332 2060 284 188 246 1776 291 121 1716 236 152 194 118 230 454 1262 1204 345 158 859 262 141 121 104 192 128
is_linear=0
shrinkage=0.0032998


Tree=9096
num_leaves=20
num_cat=0
split_feature=4 2 123 3 3 3 4 15 13 2 2 42 52 3 2 12 158 52 42
split_gain=8.28951 2.11201 1.24242 0.839368 0.514207 0.327816 0.282556 0.309777 0.421522 0.236449 0.212392 0.170285 0.165234 0.159968 0.13599 0.111419 0.110186 0.100041 0.0952938
threshold=0.31392000000000003 0.13388500000000003 0.081180000000000016 0.10402500000000002 0.31966500000000003 0.10265000000000001 -0.078249999999999986 -0.12431499999999999 -0.027939999999999996 -1.0000000180025095e-35 0.10362500000000001 0.086510000000000017 0.11008000000000001 -0.13827999999999999 0.15305000000000002 -0.081654999999999991 0.080045000000000019 0.048655000000000011 0.088485000000000022
decision_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 13 12 17 11 -4 -10 -9 16 -2 -3 -15 18 -8 -1
right_child=4 14 9 -5 -6 -7 7 8 10 -11 -12 -13 -14 15 -16 -17 -18 -19 -20
leaf_value=0.0012074929598379549 0.00069378228448677018 0.00079356427298503808 0.00066090858515261439 0.00087072681109669865 0.00030771423352635575 0.0008453967843989413 0.0012236668322422341 0.0012366032368783004 0.0010822615336895888 0.00094726547259930385 0.00089287202355205024 0.001139113851705743 0.0010442416759804678 0.00059577767123495859 0.00055877520717697411 0.00039897418157183896 0.0013838070396179174 0.0014121511929350431 0.0013076587484655365
leaf_weight=561 75 57 52 103 65 63 84 306 306 84 85 610 53 66 54 63 57 55 140
leaf_count=561 75 57 52 103 65 63 84 306 306 84 85 610 53 66 54 63 57 55 140
internal_value=0 0.00112582 0.00114564 0.00116335 0.000571966 0.000636165 0.00117669 0.00114866 0.00113269 0.000838035 0.00104118 0.00117172 0.00122664 0.000571377 0.00067966 0.000499937 0.00123934 0.0012985 0.00122755
internal_weight=0 2607 2496 2360 332 267 2257 1446 1307 136 391 916 811 204 111 129 758 139 701
internal_count=2939 2607 2496 2360 332 267 2257 1446 1307 136 391 916 811 204 111 129 758 139 701
is_linear=0
shrinkage=0.0032998


Tree=9097
num_leaves=31
num_cat=0
split_feature=1 3 123 4 2 124 3 14 3 16 1 4 13 0 1 16 13 3 16 0 3 1 3 0 4 2 2 43 3 16
split_gain=5.75456 1.18357 0.638028 0.545808 0.492525 0.411368 0.32043 0.312861 0.205231 0.176099 0.507053 0.171925 0.159752 0.140034 0.132717 0.130078 0.121257 0.117509 0.117972 0.105081 0.0986135 0.0802703 0.242217 0.15168 0.0685404 0.0831133 0.0588224 0.0514276 0.0320971 0.0303439
threshold=0.10575500000000002 0.31351000000000001 0.081180000000000016 0.41552000000000006 0.10043500000000001 -0.080429999999999988 -0.093419999999999989 0.056865000000000006 0.10402500000000002 0.25137500000000007 0.080320000000000016 -0.080414999999999986 -0.48634999999999995 -0.070499999999999993 0.12019000000000001 -1.0000000180025095e-35 -0.019539999999999998 -0.083154999999999993 -0.079519999999999993 -0.077809999999999976 0.040040000000000006 0.085345000000000018 -0.029394999999999998 -0.10071499999999999 0.054720000000000012 0.091915000000000011 0.085325000000000012 -0.14029999999999995 -0.08620499999999999 -0.080909999999999996
decision_type=2 2 2 2 2 2 2 2 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 13 -1 7 9 11 10 15 17 -3 -2 -5 27 -4 26 -19 21 -6 22 -13 -23 25 -21 28 -7 -8 -28
right_child=1 12 16 14 20 6 8 -9 -10 -11 -12 19 -14 -15 -16 -17 -18 18 -20 24 -22 23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00052079396537568052 0.00084883587905380798 0.00018309449881455446 0.00034305972663993946 0.00042510501548387276 0.00033902059849203939 0.00079413968029744665 0.00078424044121578435 0.00086313997176049127 0.00057873401922205507 0.00076998573261972741 0.00036009174991530221 0.00076630381303461421 -7.2858292715469891e-05 0.00063636478904223264 0.00018759341663912907 0.00055045642043117919 0.00015113232412262081 0.00098438702207617854 0.00080307636452366484 0.00063869784291211806 0.00052454830687894631 0.00057070858278856487 0.00099562596257996233 0.00075990531660390798 0.00058254653944834936 0.00075879418975955499 0.00077497496142624168 0.00066050654895733688 0.00088311622851241817 0.00065659988956257779
leaf_weight=98 57 54 78 52 60 70 116 69 67 69 81 598 52 90 52 69 68 83 81 102 69 62 56 204 52 189 57 67 65 52
leaf_count=98 57 54 78 52 60 70 116 69 67 69 81 598 52 90 52 69 68 83 81 102 69 62 56 204 52 189 57 67 65 52
internal_value=0 0.000375684 0.000439799 0.000511126 0.000588033 0.00073121 0.000740529 0.000658481 0.000760055 0.000618715 0.000582224 0.00076711 5.72004e-05 0.000718991 0.000306688 0.000669396 0.00025391 0.000822953 0.000895052 0.000747009 0.000438529 0.000765777 0.000785994 0.000715939 0.000696566 0.00071682 0.000782058 0.000729043 0.000819943 0.000718826
internal_weight=0 632 526 380 276 2307 2209 425 1784 356 287 1717 106 147 104 206 146 454 164 1263 129 920 654 266 343 291 290 137 181 109
internal_count=2939 632 526 380 276 2307 2209 425 1784 356 287 1717 106 147 104 206 146 454 164 1263 129 920 654 266 343 291 290 137 181 109
is_linear=0
shrinkage=0.0032998


Tree=9098
num_leaves=24
num_cat=0
split_feature=1 1 12 34 10 49 1 14 4 49 15 4 3 3 4 12 43 12 12 3 42 12 15
split_gain=5.25502 0.837682 0.492463 0.346599 0.361714 0.301114 0.361993 0.26712 0.246774 0.216323 0.187992 0.151412 0.157434 0.127573 0.114088 0.114054 0.133522 0.102665 0.142076 0.0997472 0.0904324 0.0801777 0.0597751
threshold=0.10575500000000002 0.12448500000000001 0.085075000000000026 -0.023104999999999997 -0.020369999999999996 -0.021474999999999998 0.085780000000000009 0.073890000000000011 0.40996000000000005 -0.073619999999999977 -0.018024999999999996 0.082475000000000007 -0.092954999999999996 0.097775000000000015 0.18572000000000002 0.084805000000000005 -0.0018599999999999999 -1.0000000180025095e-35 0.08598500000000002 -0.013714999999999998 -1.0000000180025095e-35 0.098785000000000012 -0.079504999999999978
decision_type=2 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 19 -3 -5 6 10 11 -6 -8 -1 12 15 17 -13 -7 20 -14 -19 -2 -17 -4 -21
right_child=1 3 21 4 8 7 9 -9 -10 -11 -12 14 13 -15 -16 16 -18 18 -20 22 -22 -23 -24
leaf_value=0.00078975060461005547 0.00021321998530412559 -5.760222593457157e-05 0.00064104818514967908 5.2847873611037564e-06 0.00043389650815080813 0.00046728208544528856 0.00053705937222977619 0.00086158326598668414 0.00018714810383532385 0.00026387708795918576 0.00054676550253112517 0.0004466253319636602 0.00056888812493193646 0.00052886736920532617 0.00064449462410232398 0.00063759221451832842 0.00078450402117881304 0.00075398534550705145 0.00067778551212159164 0.00031535291550843222 0.00047450732455388988 0.00048102781316137371 0.00046003336333333292
leaf_weight=73 65 52 84 55 90 57 83 79 88 52 69 60 73 56 72 142 52 378 1008 83 53 62 53
leaf_count=73 65 52 84 55 90 57 83 79 88 52 69 60 73 56 72 142 52 378 1008 83 53 62 53
internal_value=0 0.000318218 0.00042717 0.00018544 0.000239832 0.000657959 0.000555169 0.000671968 0.000312106 0.000432095 0.000671928 0.000664272 0.000672195 0.000686116 0.000554821 0.000602704 0.000633812 0.000692127 0.000698593 0.000320825 0.000593447 0.000573336 0.000371995
internal_weight=0 632 347 285 233 2307 277 2030 178 135 142 1951 1819 1515 132 304 247 1459 1386 201 195 146 136
internal_count=2939 632 347 285 233 2307 277 2030 178 135 142 1951 1819 1515 132 304 247 1459 1386 201 195 146 136
is_linear=0
shrinkage=0.0032998


Tree=9099
num_leaves=30
num_cat=0
split_feature=1 2 4 12 12 16 2 1 4 52 1 51 4 2 16 3 133 16 2 3 3 3 4 12 133 2 16 403 13
split_gain=9.01192 1.78787 1.34602 0.982518 0.631083 0.422241 0.42148 0.40339 0.377433 0.289865 0.271667 0.222828 0.297587 0.180763 0.175723 0.172904 0.329266 0.183139 0.228171 0.129009 0.149981 0.108054 0.100491 0.0934185 0.0599906 0.058097 0.057115 0.0567981 0.0565382
threshold=0.10575500000000002 0.17553000000000005 0.41552000000000006 -0.041014999999999989 -0.032329999999999991 -0.071129999999999985 0.10043500000000001 0.094485000000000013 0.066300000000000012 0.042815000000000006 0.122075 0.085655000000000023 -0.012865 0.12026500000000001 -0.09583499999999999 -0.087284999999999988 -0.0054649999999999985 0.15273500000000004 0.089410000000000003 0.096440000000000012 -1.0000000180025095e-35 -0.092954999999999996 0.020110000000000006 0.095295000000000019 -1.0000000180025095e-35 0.10179000000000001 -0.083144999999999983 -0.51745999999999992 -0.077799999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 7 8 23 -1 11 -10 -4 14 -13 15 24 16 -7 18 -18 20 22 -16 -17 -5 -6 -19 -8 -23 -12
right_child=1 -3 10 6 5 13 26 -9 9 -11 28 12 -14 -15 21 19 17 25 -20 -21 -22 27 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00087799912180883545 0.00038757603116261675 -7.2171807782830569e-06 0.00049720014130413836 0.001025366523761759 0.0012648053699835645 0.00064038575728239612 0.00056333758949539858 0.00052595682477755848 0.00071740682230983814 0.00099590200765287389 0.00017904175155209371 0.0010631876553452841 0.00078986197753340935 0.00071940588260237346 0.00091931466894453926 0.00095885153905163594 0.00093010837937163471 0.0010949034326136534 0.00065449944512693565 0.00079453908803132792 0.0011183331448821779 0.00094639936785304685 0.00080433816859274841 0.00084228116786408858 0.0011100018828804886 0.00093186918000135973 0.00070964436432162197 0.0010676137571450969 0.00032031815501053966
leaf_weight=87 92 68 81 52 52 63 55 61 81 85 62 89 88 52 80 589 94 54 52 57 63 53 53 85 75 52 72 427 65
leaf_count=87 92 68 81 52 52 63 55 61 81 85 62 89 88 52 80 589 94 54 52 57 63 53 53 85 75 52 72 427 65
internal_value=0 0.000497726 0.000558668 0.000681991 0.000942609 0.000956952 0.000784457 0.000733139 0.0010056 0.000860222 0.000347428 0.00103349 0.000927496 0.000912537 0.00106075 0.000921829 0.000855655 0.000909333 0.000832188 0.000949138 0.000961587 0.00103508 0.000946151 0.000912031 0.00117366 0.00101526 0.000646561 0.0010543 0.000251626
internal_weight=0 632 564 356 2307 2159 264 148 1030 166 208 864 177 1129 687 1077 315 252 146 762 705 560 642 137 127 106 127 480 127
internal_count=2939 632 564 356 2307 2159 264 148 1030 166 208 864 177 1129 687 1077 315 252 146 762 705 560 642 137 127 106 127 480 127
is_linear=0
shrinkage=0.0032998


Tree=9100
num_leaves=26
num_cat=0
split_feature=1 12 0 52 1 0 12 159 160 1 1 11 43 130 159 52 1455 474 52 12 130 12 12 43 1
split_gain=0.467253 0.248193 0.202638 0.153771 0.141939 0.133103 0.143092 0.130945 0.110887 0.130966 0.10658 0.0710173 0.0622653 0.0443885 0.0385178 0.0787255 0.0460635 0.0541461 0.0433597 0.0360342 0.0215876 0.0355933 0.0290338 0.00707689 0.00382701
threshold=0.13662500000000002 0.084565000000000015 -0.061204999999999989 -0.42058999999999996 0.10075500000000003 0.040570000000000002 -0.0066799999999999993 0.082975000000000007 -1.0000000180025095e-35 0.10790500000000001 0.087545000000000026 0.088160000000000002 -0.078169999999999976 0.0016050000000000003 0.088170000000000012 -0.07167999999999998 0.08129500000000002 0.086675000000000016 0.51388500000000004 -0.090314999999999993 0.086820000000000022 0.092605000000000007 0.103675 -0.086874999999999994 0.11649500000000002
decision_type=2 2 2 2 2 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 19 10 -6 -10 -8 13 -11 14 16 -16 17 18 -3 -5 -15 23 -23 -22 -14
right_child=2 11 -4 4 8 -7 7 -9 9 12 -12 -13 24 20 15 -17 -18 -19 -20 -21 21 22 -24 -25 -26
leaf_value=0.013672386243233076 0.0043844775153495082 0.0073427425699810183 -0.0073439045879029078 0.0095985508957514773 0.006761414021569493 -0.00073633868146073572 0.005875006327474625 0.013450131794624851 -0.0057620367354973114 -0.0021580930474136765 -0.0021084478672369548 0.013119451831426467 0.0037379704332432396 0.01325340651095284 0.014681287596231652 0.0065131487343519506 0.0037268886039242858 0.011720721901051381 0.012373758379306784 0.015692165952434542 0.0085684727072927631 0.013785962826893627 0.0087475604143094736 0.0056205208237807142 0.0058212975916242865
leaf_weight=57 80 1071 87 60 97 65 234 52 76 52 59 94 56 57 69 67 81 99 52 55 52 69 67 52 60
leaf_count=57 80 1071 87 60 97 65 234 52 76 52 59 94 56 57 69 67 81 99 52 55 52 69 67 52 60
internal_value=0 0.0074444 -0.00171476 0.00518951 0.0046291 0.006367 0.00737464 0.00565148 0.00194817 2.73442e-05 0.00426128 0.00858072 0.00265704 0.00833392 0.00794171 0.0106705 0.00765551 0.00791445 0.0075773 0.0125285 0.0102282 0.00950223 0.011317 0.00711177 0.00483104
internal_weight=0 2753 167 923 866 525 460 345 341 244 293 1830 168 1736 1439 136 1303 1222 1123 115 297 240 136 104 116
internal_count=2920 2753 167 923 866 525 460 345 341 244 293 1830 168 1736 1439 136 1303 1222 1123 115 297 240 136 104 116
is_linear=0
shrinkage=0.16829


Tree=9101
num_leaves=27
num_cat=0
split_feature=2 12 3 97 2 15 150 12 2 2 3 2 133 15 52 52 15 42 42 1446 1456 2 2 15 42 15
split_gain=7.24257 4.22116 1.37456 1.0937 1.00101 0.737813 0.663789 0.49564 0.38381 0.306841 0.327399 0.22252 0.219917 0.207133 0.176035 0.144651 0.255153 0.175953 0.298621 0.0938958 0.106139 0.0934626 0.0899028 0.0822016 0.051668 0.0611183
threshold=0.13270000000000001 0.056995000000000011 0.11745500000000002 -0.0047149999999999996 0.17990500000000001 -0.38214499999999996 0.083435000000000023 0.093910000000000007 0.10615500000000001 0.10179000000000001 -0.13392999999999997 0.090990000000000015 -0.42663499999999993 -0.044884999999999994 0.023800000000000005 -0.54340999999999984 0.062230000000000008 -0.04034999999999999 0.087605000000000002 0.088585000000000011 -0.087734999999999994 0.14132000000000003 0.11382000000000002 -0.087984999999999994 0.109255 0.096015000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 13 -5 8 9 14 10 -3 -8 -9 21 -7 -14 17 -17 -19 20 -12 -2 -4 -22 25 -18
right_child=4 7 22 5 -6 6 11 12 -10 -11 19 -13 15 -15 -16 16 24 18 -20 -21 23 -23 -24 -25 -26 -27
leaf_value=0.00044063784751881383 0.00067512635834290121 0.0013041364573853755 0.00031722659424279759 0.00053768217227936172 -8.344501587699979e-06 0.0010237048809895197 0.0008621849206702243 0.0011741380049279985 0.00078297848394957284 0.00091190606459570518 0.00093717722091154283 0.00055953915676966025 0.0011262901495695766 0.00032703045560500789 0.0012383703179807959 0.00099985735399586088 0.0011375537184872184 0.00062077825040106696 0.00090515307019436617 0.001211227763222211 0.0011583623452767918 0.00048689660566572646 0.00050961764054826609 0.0010784304286793444 0.00094852076658666102 0.0010048632047116495
leaf_weight=72 56 87 56 60 56 162 54 61 61 97 54 54 56 54 59 91 68 58 139 73 183 64 53 902 80 110
leaf_count=72 56 87 56 60 56 162 54 61 61 97 54 54 56 54 59 91 68 58 139 73 183 64 53 902 80 110
internal_value=0 0.000985099 0.000748783 0.000819228 0.000374765 0.000879724 0.000932256 0.0010575 0.0010168 0.00109301 0.00110651 0.000711188 0.000982685 0.000498268 0.00108117 0.000963226 0.000946437 0.000878052 0.000821607 0.00109229 0.00108464 0.000575031 0.000411098 0.00109194 0.00102264 0.00105575
internal_weight=0 2690 631 522 230 450 390 2059 282 1396 1299 108 663 174 221 602 546 288 197 1212 1139 120 109 1085 258 178
internal_count=2920 2690 631 522 230 450 390 2059 282 1396 1299 108 663 174 221 602 546 288 197 1212 1139 120 109 1085 258 178
is_linear=0
shrinkage=0.0032998


Tree=9102
num_leaves=20
num_cat=0
split_feature=1 1 12 0 1375 47 15 49 475 1 49 0 12 49 0 47 0 43 43
split_gain=7.36889 1.33476 0.969105 0.389681 0.298032 0.260184 0.242412 0.20762 0.193104 0.188366 0.350678 0.216217 0.342619 0.187415 0.175087 0.171148 0.125534 0.102694 0.0537721
threshold=0.10575500000000002 0.13601500000000002 0.085075000000000026 0.148925 -0.14057999999999995 0.086785000000000015 -0.2987999999999999 0.10817500000000001 1.0000000180025095e-35 0.089455000000000021 -0.014479999999999998 -0.058589999999999996 0.093245000000000008 -0.046109999999999991 -0.14920999999999998 1.0000000180025095e-35 -0.072849999999999984 0.05259500000000001 -0.080324999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 -1 -4 -3 8 9 11 -11 14 -13 -2 -6 16 -15 -12 -9
right_child=1 6 5 -5 7 -7 -8 18 -10 10 17 12 -14 15 -16 -17 -18 -19 -20
leaf_value=0.00068676562820198283 0.00064027690772059829 0.00016080276384151005 0.00070291858604058278 0.00065284546888145145 0.0011249318140845886 0.00096493769361576803 0.00040666801450487246 0.00090591529900815773 0.0011506502331429698 0.00070002836787368919 0.00096078996559639438 0.00099227767435834018 0.00063610396242135101 0.00031593083523397179 0.00096507172653675563 0.00061352636091709057 0.00050997798489636715 0.0008078171523828423 0.00077125461103758508
leaf_weight=52 80 89 96 55 82 75 87 57 53 91 275 64 56 92 1345 53 62 62 94
leaf_count=52 80 89 96 55 82 75 87 57 53 91 275 64 56 92 1345 53 62 62 94
internal_value=0 0.000527148 0.00062107 0.000929363 0.000936164 0.000818045 0.000282539 0.000942099 0.000951001 0.000945625 0.000883353 0.000962831 0.000826357 0.000503585 0.000974282 0.000450588 0.000394282 0.000932751 0.00082232
internal_weight=0 634 458 2286 2231 171 176 2179 2028 1975 428 1547 120 287 1427 207 154 337 151
internal_count=2920 634 458 2286 2231 171 176 2179 2028 1975 428 1547 120 287 1427 207 154 337 151
is_linear=0
shrinkage=0.0032998


Tree=9103
num_leaves=29
num_cat=0
split_feature=15 12 16 12 15 14 12 12 42 51 16 52 1210 16 16 51 42 1419 16 51 133 16 16 1447 1203 50 52 52
split_gain=3.92789 1.21963 0.734253 0.629304 0.494858 0.39279 0.315873 0.293118 0.252625 0.205711 0.180476 0.270535 0.170263 0.141387 0.137233 0.130782 0.126279 0.118789 0.116496 0.0858312 0.080506 0.0792717 0.0759649 0.231231 0.0535645 0.0359736 0.042695 0.0255543
threshold=-0.26361999999999991 0.056995000000000011 0.15737500000000001 0.13936000000000001 -0.14151499999999997 -0.42227999999999993 0.093910000000000007 -0.083979999999999985 -0.016999999999999998 0.093070000000000014 0.51041000000000014 0.024870000000000003 -0.00092999999999999995 -0.010749999999999997 -0.52334499999999984 -1.0000000180025095e-35 0.093535000000000021 1.0000000180025095e-35 0.30714500000000006 0.046060000000000011 0.041800000000000011 0.0097750000000000007 -0.014129999999999998 -0.081434999999999994 0.085685000000000011 0.017860000000000004 0.087580000000000005 -0.060344999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 6 -2 -1 12 -7 25 13 11 16 20 14 -6 -15 -10 22 -4 -16 -3 -13 24 -24 -14 26 27 -8
right_child=1 3 18 -5 9 7 8 -9 10 -11 -12 21 17 15 19 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29
leaf_value=0.00047599832646285907 0.00083108586979921525 0.00083828912864401036 0.00094609354840523296 0.00041602093871951696 0.00046261934434365032 1.3884650722017323e-05 0.0007887367886541671 0.00030463374317875872 0.00040559338284415529 0.00035924278454118117 0.0008018686159822928 0.00080499414513670773 0.00079323487708704609 0.00033127459812724625 0.00070943118362620219 0.00054262381523921348 0.00059963481302051944 0.00092394786386335926 0.000729314664414159 0.00053863420595812595 0.00098755210372825195 0.00063716455975779422 0.00053658579507485937 0.00077367377816402899 0.00090028154885383343 0.00088384394432756779 0.00084328032927455106 0.00067609888602699296
leaf_weight=76 57 100 56 55 63 64 52 93 52 88 84 84 659 56 95 78 135 70 57 52 73 53 52 379 61 52 72 52
leaf_count=76 57 100 56 55 63 64 52 93 52 88 84 84 659 56 95 78 135 70 57 52 73 53 52 379 61 52 72 52
internal_value=0 0.000727853 0.000596753 0.000765688 0.000541151 0.000280969 0.000775145 0.000186336 0.000713706 0.000502814 0.000664041 0.000628199 0.00080315 0.000539439 0.000593431 0.000454562 0.000545865 0.00078919 0.000837057 0.000649253 0.000901477 0.000740325 0.000780964 0.000745151 0.000802353 0.000802426 0.000778171 0.000732757
internal_weight=0 2687 602 2085 489 233 2030 157 636 432 408 324 1394 344 210 134 187 1221 113 147 173 137 1151 431 720 228 176 104
internal_count=2920 2687 602 2085 489 233 2030 157 636 432 408 324 1394 344 210 134 187 1221 113 147 173 137 1151 431 720 228 176 104
is_linear=0
shrinkage=0.0032998


Tree=9104
num_leaves=22
num_cat=0
split_feature=10 15 1419 42 42 156 15 15 51 15 481 42 48 48 50 1186 43 130 474 399 39
split_gain=0.277093 0.137216 0.122316 0.114481 0.125891 0.214708 0.1315 0.121317 0.120041 0.21432 0.127286 0.10193 0.0828204 0.0785072 0.0670426 0.0659572 0.0578003 0.0556509 0.0367957 0.0255277 0.0281425
threshold=-1.0000000180025095e-35 -0.40992999999999996 1.0000000180025095e-35 -1.0000000180025095e-35 0.083725000000000008 0.087610000000000007 -0.011959999999999998 0.085550000000000015 0.090050000000000005 -0.076929999999999985 -0.084114999999999981 0.084725000000000009 0.090935000000000016 0.083540000000000017 0.10861000000000003 0.084100000000000022 -0.0005399999999999999 -0.054004999999999991 0.085475000000000009 -0.066479999999999984 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=13 16 3 15 5 6 12 -8 10 -10 -6 -4 -5 -1 -12 17 -2 -3 -7 -19 -21
right_child=1 2 11 4 8 18 7 -9 9 -11 14 -13 -14 -15 -16 -17 -18 19 -20 20 -22
leaf_value=-0.0022135307721551797 -0.0001450103791998927 0.014283041471565026 0.019010398685682543 0.0086687566073466536 0.0025685172157854197 0.013751947412568109 -0.0032741507676980765 0.0056785488852985145 0.0094973643530992559 -0.0047371771790615108 0.0097635296079054881 0.0085331944987413165 0.0026765925308828938 0.0052600762877787763 0.0046838696188886307 0.0045703974976704937 0.0060299384626612516 0.013145101302643283 0.0078902319420168267 0.0088091523429647076 0.013012190288883806
leaf_weight=100 78 83 53 137 87 72 119 67 67 54 863 54 127 66 82 67 94 54 56 488 52
leaf_count=100 78 83 53 137 87 72 119 67 67 54 863 54 127 66 82 67 94 54 56 488 52
internal_value=0 0.007839 0.00814605 0.0079035 0.00714913 0.00511379 0.00337818 -3.95944e-05 0.00816789 0.00312991 0.00875684 0.0137396 0.00579297 0.000747081 0.00932466 0.00965622 0.00321923 0.0101569 0.0112015 0.00957732 0.00921722
internal_weight=0 2754 2582 2475 1731 578 450 186 1153 121 1032 107 264 166 945 744 172 677 128 594 540
internal_count=2920 2754 2582 2475 1731 578 450 186 1153 121 1032 107 264 166 945 744 172 677 128 594 540
is_linear=0
shrinkage=0.16829


Tree=9105
num_leaves=25
num_cat=0
split_feature=4 2 124 0 15 4 0 2 4 2 2 0 12 0 4 15 15 43 15 0 4 2 12 13
split_gain=8.28171 2.46214 1.47344 0.337063 0.467172 0.332409 0.328738 0.397365 0.291252 0.336735 0.244663 0.226195 0.199596 0.182034 0.146469 0.59754 0.143926 0.0979135 0.094603 0.121354 0.0788921 0.0654219 0.0425071 0.0385257
threshold=0.31392000000000003 0.11891500000000001 -0.048219999999999992 -0.105195 -0.42443999999999993 0.51367000000000018 -0.077614999999999976 0.13673000000000005 -0.060239999999999995 0.095785000000000023 -0.0050599999999999994 -0.14164999999999997 0.056995000000000011 -0.074679999999999983 -0.17568999999999999 0.082225000000000006 -0.13783499999999996 -0.078734999999999986 -0.15300999999999995 -0.10071499999999999 0.0049450000000000006 0.087710000000000024 0.079335000000000017 -0.066634999999999986
decision_type=2 2 2 2 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 16 5 -5 -3 -8 11 13 -1 -4 -11 18 22 -16 -2 -14 -10 -20 -19 -17 -13 -15
right_child=3 6 8 4 -6 -7 7 -9 9 12 -12 14 17 23 15 21 -18 20 19 -21 -22 -23 -24 -25
leaf_value=0.00047388435702893538 0.00060218627904303314 0.00036994158844540567 0.0012225622281043925 0.00062354373626325062 7.6216701668303826e-05 0.00027273220910897181 0.0009061696878978142 0.00053875783997911909 0.0011542714186650802 0.00071130893724176468 0.00076007377277570616 0.0011875930865138194 0.0010057451473135942 0.00093851199282051065 0.00067279648940217994 0.0010535335147104849 0.00038104166585913724 0.0007577715625687357 0.00091970128673165251 0.0010285780674860318 0.00092708661169752676 0.00098582380169122408 0.0010719232902935399 0.00081080300887908868
leaf_weight=52 86 53 72 52 65 69 52 86 54 70 91 69 86 59 54 569 53 54 148 569 79 245 98 59
leaf_count=52 86 53 72 52 65 69 52 86 54 70 91 69 86 59 54 569 53 54 148 569 79 245 98 59
internal_value=0 0.000953508 0.000981907 0.000394834 0.000302513 0.000423785 0.000592311 0.000677458 0.00100227 0.000965742 0.000656251 0.00104111 0.000866958 0.000997815 0.00102846 0.00101082 0.000518118 0.000916548 0.00101657 0.00100615 0.000858607 0.0010332 0.00111993 0.000874956
internal_weight=0 2619 2428 325 186 121 191 138 2285 1178 143 1107 289 889 1035 868 139 219 771 717 133 814 167 118
internal_count=2944 2619 2428 325 186 121 191 138 2285 1178 143 1107 289 889 1035 868 139 219 771 717 133 814 167 118
is_linear=0
shrinkage=0.0032998


Tree=9106
num_leaves=18
num_cat=0
split_feature=15 3 39 48 3 48 39 150 0 11 13 150 13 3 1452 132 49
split_gain=11.5864 4.69391 2.47174 0.816437 0.733757 0.698511 0.673363 0.623635 0.676972 0.651516 0.547595 0.313927 0.248811 0.187322 0.180013 0.172204 0.188464
threshold=-0.24211499999999997 0.28833000000000003 0.0039300000000000003 0.12264000000000001 0.17351000000000003 0.092600000000000016 0.084075000000000011 0.082965000000000025 -0.077364999999999975 1.0000000180025095e-35 -1.0000000180025095e-35 0.084800000000000014 -0.014939999999999998 -0.087044999999999983 0.086470000000000005 0.082230000000000011 0.10322500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 6 11 -1 8 9 14 13 12 -4 -9 -2 16 -10
right_child=1 -3 5 -5 -6 -7 -8 10 15 -11 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.00052393988453396209 0.0010522971733115765 5.7801303121290903e-05 0.0010313794029674105 0.00062761358993965882 -0.00010464998239778765 0.00036254385848287122 0.00012542802994575835 0.00081938728423870699 0.00098936377500328447 0.0013686050535255706 0.00065234623651322756 0.0005588229012335297 0.00072834919301578455 0.0010669872768267162 0.0012437446858250636 0.0007850651003607883 0.00080626393131559353
leaf_weight=87 1297 62 53 60 61 64 99 53 520 80 89 56 70 98 58 65 72
leaf_count=87 1297 62 53 60 61 64 99 53 520 80 89 56 70 98 58 65 72
internal_value=0 0.000955852 0.00097697 0.00100921 0.000208974 0.000659466 0.000312018 0.00101901 0.00103737 0.00107772 0.00085884 0.000765431 0.00085921 0.000980315 0.00106052 0.000949193 0.000967154
internal_weight=0 2697 2635 2392 247 243 186 2332 2092 1435 240 179 123 151 1355 657 592
internal_count=2944 2697 2635 2392 247 243 186 2332 2092 1435 240 179 123 151 1355 657 592
is_linear=0
shrinkage=0.0032998


Tree=9107
num_leaves=29
num_cat=0
split_feature=1 52 1 151 14 123 10 50 16 16 42 1 50 16 16 157 50 1 16 16 42 123 16 160 1 50 16 16
split_gain=5.77252 1.49088 0.739241 0.369253 0.36813 0.322666 0.199519 0.138738 0.142615 0.183295 0.135221 0.15099 0.190073 0.144419 0.124922 0.188071 0.118884 0.0711266 0.0584579 0.0524538 0.0495959 0.0477579 0.0591812 0.0464046 0.0301539 0.029792 0.0293516 0.0594139
threshold=0.10075500000000003 -0.24841999999999997 0.12448500000000001 -1.0000000180025095e-35 0.064610000000000015 1.0000000180025095e-35 -0.063134999999999983 0.067370000000000013 0.052690000000000008 -0.23389999999999997 0.098395000000000024 0.080320000000000016 0.08461500000000001 0.11160500000000002 -0.072034999999999988 -0.076719999999999983 0.08956500000000002 0.11179000000000001 0.52477000000000007 0.0071000000000000013 0.084535000000000013 0.092515000000000014 -0.38959499999999997 0.10460500000000002 0.087225000000000011 0.093245000000000008 -0.082359999999999989 -0.053299999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 18 3 17 5 10 -4 8 9 -5 11 13 14 19 -13 -16 26 -3 -2 23 -15 22 -8 -1 -14 -26 -12 -28
right_child=1 2 6 7 -6 -7 21 -9 -10 -11 16 12 24 20 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29
leaf_value=0.00080995065172749959 0.00070000896925956823 0.00038822578646994783 6.6875136611433658e-05 0.00054160153458896083 0.00098222664002446582 0.00053851603912525247 0.00024839727967200872 0.00068700249823287177 0.00064588203004108601 0.00028817340110406144 0.00057830084433830513 0.00054513141456191563 0.00088504190721056778 0.00065192942088436445 0.00055445650853068419 0.00076633491937122761 0.00080455723174208517 0.00023045703112931819 0.00085514602465823399 0.00089536311039478103 0.00076611577960441471 0.00020196199530814942 0.00038312153871777356 0.0007069699332239893 0.00084945962494661681 0.00073887005162376665 0.00075897903361393001 0.00059994329043391262
leaf_weight=986 56 81 59 78 86 70 72 57 52 53 57 64 53 91 63 181 75 53 59 82 90 56 75 56 52 77 53 57
leaf_count=986 56 81 59 78 86 70 72 57 52 53 57 64 53 91 63 181 75 53 59 82 90 56 75 56 52 77 53 57
internal_value=0 0.000433874 0.00037125 0.000465507 0.000769199 0.000760488 0.000236565 0.000543203 0.000498221 0.000439338 0.000768098 0.000778132 0.000727906 0.000796964 0.000677261 0.000711773 0.000693526 0.000326088 0.000779907 0.000811114 0.000708902 0.00028571 0.000317374 0.00080445 0.000813421 0.000783722 0.000643451 0.00067689
internal_weight=0 751 636 374 2193 2107 262 240 183 131 2037 1795 490 1305 308 244 242 134 115 1124 181 203 147 1042 182 129 167 110
internal_count=2944 751 636 374 2193 2107 262 240 183 131 2037 1795 490 1305 308 244 242 134 115 1124 181 203 147 1042 182 129 167 110
is_linear=0
shrinkage=0.0032998


Tree=9108
num_leaves=27
num_cat=0
split_feature=2 13 0 2 0 13 4 39 42 4 2 0 0 15 475 42 16 16 3 483 0 0 474 402 0 42
split_gain=0.64003 0.241481 0.174798 0.124645 0.112172 0.105603 0.186411 0.0828525 0.0801548 0.0871943 0.104507 0.137442 0.0900394 0.079034 0.069929 0.0591689 0.0513016 0.0786702 0.0469462 0.0599447 0.0467762 0.0677025 0.0379691 0.0375012 0.035831 0.0259966
threshold=0.11366500000000002 -0.10142999999999998 -0.10934999999999999 -0.0050599999999999994 1.0000000180025095e-35 0.0014600000000000001 0.028075000000000006 0.08481000000000001 0.098395000000000024 -0.111135 0.095785000000000023 -0.14076499999999997 -0.077364999999999975 -0.14051999999999998 -0.081774999999999973 0.086000000000000007 -0.053299999999999993 -0.082359999999999989 -0.086254999999999984 0.095020000000000007 -0.072624999999999981 -0.083144999999999983 0.084145000000000011 0.087295000000000025 0.11160500000000002 -0.032499999999999994
decision_type=2 2 2 2 2 2 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 -3 -1 9 12 14 -12 -5 -8 15 22 17 -10 23 -20 21 -13 -11 -16 -14 -7
right_child=1 5 -4 8 -6 25 13 -9 16 10 11 20 24 -15 18 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.012044917179382744 0.0013449495009665929 0.015927386036066471 -0.011203015385986882 0.019370668300439084 0.00023194401753275773 0.0036666936357829562 0.0081580178716150475 0.0036015939242202651 0.0044700829495953592 0.0057368407735690708 0.0011719665181660214 0.0078250941333346275 0.0089108595875456997 0.00067138442407599158 0.0099221452665224277 0.0030852867955033008 0.0030247707003857702 0.011796394482784621 0.011783099139608455 0.0058696212140243289 0.0055439572830478356 0.015030387942126614 0.011472608172637741 0.0055353918946411734 0.013932387076997477 -0.001284384434896422
leaf_weight=75 79 52 52 52 77 54 78 60 79 55 88 96 89 83 349 65 74 90 804 53 77 62 87 68 79 67
leaf_count=75 79 52 52 52 77 54 78 60 79 55 88 96 89 83 349 65 74 90 804 53 77 62 87 68 79 67
internal_value=0 0.00249357 -0.00362221 0.00930308 0.00538169 0.00489765 0.00715431 0.00830564 0.009669 0.0100176 0.00962816 0.00686842 0.0132027 0.00430961 0.0102288 0.00733227 0.00675818 0.0083823 0.0106981 0.0114195 0.00899392 0.0106639 0.00926366 0.00921111 0.0112829 0.00091034
internal_weight=0 465 131 2479 212 334 213 135 2267 2024 1804 323 220 161 1481 207 243 169 1274 857 235 158 142 417 168 121
internal_count=2944 465 131 2479 212 334 213 135 2267 2024 1804 323 220 161 1481 207 243 169 1274 857 235 158 142 417 168 121
is_linear=0
shrinkage=0.16829


Tree=9109
num_leaves=25
num_cat=0
split_feature=1 2 4 2 4 2 150 2 1 13 0 39 2 2 1 13 4 16 0 43 16 4 2 49
split_gain=7.92609 1.15605 0.910929 0.609405 0.60628 0.57882 0.510198 0.421353 0.308401 0.260513 0.18147 0.166179 0.175674 0.145931 0.135243 0.110647 0.110051 0.111109 0.104646 0.100091 0.0915917 0.181934 0.128742 0.0533902
threshold=0.10921500000000002 0.14744000000000002 0.31392000000000003 0.095785000000000023 0.44128500000000004 0.10043500000000001 0.075065000000000007 -1.0000000180025095e-35 0.12700000000000003 -0.019539999999999998 -0.14259999999999998 0.08252000000000001 0.11366500000000002 0.30739000000000005 0.085410000000000014 -0.092984999999999984 -0.070654999999999982 0.18879500000000002 -0.031129999999999998 -0.078734999999999986 0.0060400000000000011 -0.048844999999999993 0.087605000000000002 0.077505000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 5 9 11 -1 -6 -2 14 12 16 -3 -9 -7 17 -5 20 -18 22 -22 -12 -14
right_child=1 13 -4 6 8 15 -8 10 -10 -11 18 -13 23 -15 -16 -17 19 -19 -20 -21 21 -23 -24 -25
leaf_value=0.00065003328965645805 0.00079404090528959078 0.00019361236602764788 0.00042288011171028961 0.0010267161587680885 0.00045848063937100741 0.0002625708531841962 0.00043171350668802836 0.0010770204666640721 0.00015272542807973034 0.00052719883475789886 0.00089680043601264082 0.00060683209286514566 0.00062024634776050222 -4.980194514916061e-05 0.00086961622736094694 0.0004658504653990674 0.00088671326765845824 0.00083076370932866762 0.0010165435335924599 0.00073669326814090994 0.00064987239313187852 0.00087636339555712602 0.00082464780292609515 0.0007589365638039137
leaf_weight=93 91 55 60 54 64 55 52 87 83 73 854 59 66 52 61 65 76 86 53 154 65 102 419 65
leaf_count=93 91 55 60 54 64 55 52 87 83 73 854 59 66 52 61 65 76 86 53 154 65 102 419 65
internal_value=0 0.000382377 0.000825556 0.00083584 0.000458608 0.000547784 0.000745907 0.00086756 0.000286083 0.000675478 0.000879867 0.00077502 0.000794756 7.49883e-05 0.000991774 0.000372974 0.000831987 0.000906597 0.00086875 0.000786418 0.000863286 0.000788419 0.00087308 0.000689331
internal_weight=0 538 2406 2346 431 284 612 1734 147 164 1641 560 501 107 148 120 370 140 1493 230 1440 167 1273 131
internal_count=2944 538 2406 2346 431 284 612 1734 147 164 1641 560 501 107 148 120 370 140 1493 230 1440 167 1273 131
is_linear=0
shrinkage=0.0032998


Tree=9110
num_leaves=25
num_cat=0
split_feature=4 2 12 13 12 15 13 4 12 13 1212 1212 2 4 12 2 2 159 0 0 4 2 2 15
split_gain=0.413043 0.193161 0.151541 0.136427 0.114825 0.0953562 0.0929647 0.121481 0.079175 0.0694069 0.193209 0.139517 0.103863 0.0701987 0.0688791 0.0758451 0.0640725 0.0636776 0.0502514 0.0514284 0.0393075 0.0450102 0.0266236 0.0219366
threshold=0.31392000000000003 0.14132000000000003 0.099170000000000022 -0.16140499999999997 -1.0000000180025095e-35 -0.46645999999999993 -0.0097099999999999981 -0.010909999999999998 -1.0000000180025095e-35 -0.085349999999999995 0.040035000000000008 0.083290000000000017 0.084485000000000018 0.00023500000000000005 0.091585000000000014 0.086825000000000013 0.092935000000000004 0.087410000000000015 -0.14920999999999998 -0.087284999999999988 0.008570000000000003 0.091235000000000024 0.10052500000000002 0.088060000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 6 -5 16 -8 -7 10 17 13 -13 18 15 -15 -1 20 -11 -20 21 -6 -16 -14
right_child=2 -3 -4 5 9 8 7 -9 -10 11 -12 12 23 14 22 -17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.012208004477353375 0.010818689736284979 0.0010640366914346105 -0.0056548609819217716 0.0071250667431706173 0.010468067087754369 -0.0060670548664363668 -0.0041847810104203948 0.0069620894295584577 0.0024482217006599315 0.014602652872965902 0.018352589283235382 0.00027175810963973656 0.010359740268387232 0.015117630069808957 0.0032848732786408688 0.0072188464604978986 0.0048770542379059255 0.0047460046112645059 0.0064656923160360501 0.010057241919603459 0.013748201379282347 0.0053952496711793044 0.0071856500708014932 0.0056389124596682941
leaf_weight=64 60 95 59 60 264 52 52 59 76 62 83 91 55 52 109 107 74 69 132 930 79 63 95 62
leaf_count=64 60 95 59 60 264 52 52 59 76 62 83 91 55 52 109 107 74 69 132 930 79 63 95 62
internal_value=0 0.00853398 0.00199859 0.00382661 0.00881689 0.00158554 0.00537014 0.00172395 -0.000997074 0.00919702 0.0108378 0.00865581 0.00455635 0.00922802 0.00717524 0.0098134 0.00828993 0.00952093 0.00988938 0.00961253 0.010328 0.00949623 0.00511022 0.00787346
internal_weight=0 2597 307 248 2502 188 249 111 128 2253 558 1695 208 1487 363 159 138 475 1124 1062 406 327 204 117
internal_count=2904 2597 307 248 2502 188 249 111 128 2253 558 1695 208 1487 363 159 138 475 1124 1062 406 327 204 117
is_linear=0
shrinkage=0.16829


Tree=9111
num_leaves=19
num_cat=0
split_feature=1 2 15 484 14 1213 1213 13 12 15 12 15 4 4 2 12 15 15
split_gain=0.318948 0.177082 0.110103 0.0894741 0.0894495 0.0819928 0.106748 0.0792574 0.0676424 0.177817 0.0639883 0.109691 0.0656339 0.0486692 0.0576476 0.0426384 0.022953 0.0131745
threshold=0.15314500000000003 0.10859000000000001 -0.41956999999999994 0.085515000000000022 0.073890000000000011 -0.12077499999999998 -0.086579999999999976 -0.087229999999999988 0.090045000000000014 -0.024929999999999997 -1.0000000180025095e-35 -0.19153499999999998 -0.010909999999999998 0.058025000000000007 0.123795 0.097145000000000023 0.025430000000000005 -0.072289999999999979
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 7 -7 -4 9 13 12 -12 -8 -3 -15 -10 17 -17
right_child=-2 3 4 -5 -6 6 10 -9 15 -11 11 -13 -14 14 -16 16 -18 -19
leaf_value=0.00062716693763463255 -0.0060350136531679092 0.0087137902123103714 0.016595423297212416 -0.0019795377542937251 0.012683044978477017 0.00040826564109491402 0.00050831051933159573 0.0077753029827436464 0.01076741646635805 -0.0055074471073623477 0.015258602743949591 0.0074498434498182645 0.0069799618207847776 -0.0010101493258118602 0.0059745447912533875 0.0058926494519035448 0.008132947311605649 0.002032649473879781
leaf_weight=66 56 74 53 61 96 65 75 66 62 55 53 1703 111 53 89 52 62 52
leaf_count=66 56 74 53 61 96 65 75 66 62 55 53 1703 111 53 89 52 62 52
internal_value=0 0.00677317 0.00743063 0.00408373 0.00763191 0.00740298 0.00714619 0.0117187 0.00482853 0.0030196 0.00737079 0.00768655 0.00438008 0.00519915 0.00335493 0.00697074 0.00554188 0.00397992
internal_weight=0 2848 2288 560 2222 2126 2007 119 499 271 1942 1756 186 216 142 228 166 104
internal_count=2904 2848 2288 560 2222 2126 2007 119 499 271 1942 1756 186 216 142 228 166 104
is_linear=0
shrinkage=0.16829


Tree=9112
num_leaves=22
num_cat=0
split_feature=4 123 130 15 16 4 4 15 484 0 4 1213 401 15 159 0 43 0 4 16 0
split_gain=0.207133 0.121738 0.0694847 0.0967715 0.0657095 0.0893382 0.0793222 0.0728726 0.068367 0.0762485 0.0667491 0.0617555 0.0661374 0.0588181 0.0902657 0.0787507 0.0773361 0.0504954 0.0290528 0.0212088 0.018108
threshold=0.31392000000000003 0.08901000000000002 -0.028439999999999997 0.079600000000000018 0.044620000000000007 -0.4950449999999999 -0.14994999999999997 -0.044884999999999994 -1.0000000180025095e-35 -0.047019999999999999 -0.088484999999999994 -0.12077499999999998 0.09667000000000002 -0.41725999999999991 0.10610000000000001 -0.14043999999999998 -1.0000000180025095e-35 -0.086554999999999979 0.058025000000000007 0.41326000000000002 0.080385000000000012
decision_type=2 2 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 20 -4 18 -9 -10 -8 12 -12 14 16 -15 -2 -13 19 -7 -6
right_child=13 -3 4 -5 5 7 10 8 9 -11 11 17 -14 15 -16 -17 -18 -19 -20 -21 -22
leaf_value=-0.0032822779723631523 0.0017838572721692225 -0.0011952412337934586 0.011722628618169443 0.0057334928300686863 0.011311363866479256 0.0055081750815920661 0.0010196963740505148 0.0068219829358285083 -0.0037042877396875101 0.0034657756153353616 0.01464968791464045 0.0054622082558142037 0.0062657027572541922 0.0027766483172429104 -0.0014873665123866981 -0.0053148599816651102 0.010966795884752144 0.0074066762807119234 0.0023532308062409928 0.0094367287005331126 0.0068954910721357723
leaf_weight=52 52 66 90 95 54 134 60 52 85 83 57 726 52 67 66 69 53 817 58 58 58
leaf_count=52 52 66 90 95 54 134 60 52 85 83 57 726 52 67 66 69 53 817 58 58 58
internal_value=0 0.00591728 0.00610346 0.00253202 0.00632292 0.00475805 0.00682734 0.0037337 0.00148881 -0.000151241 0.00656895 0.0067694 0.0106665 0.00128712 0.00336745 -0.00131539 0.00643617 0.00649295 0.00570203 0.00670428 0.00904061
internal_weight=0 2597 2531 147 2384 582 1802 470 220 168 1712 1652 109 307 171 136 105 1543 250 192 112
internal_count=2904 2597 2531 147 2384 582 1802 470 220 168 1712 1652 109 307 171 136 105 1543 250 192 112
is_linear=0
shrinkage=0.16829


Tree=9113
num_leaves=11
num_cat=0
split_feature=1 3 1427 9 9 4 16 130 3 131
split_gain=0.194037 0.0798532 0.0812844 0.0891104 0.0691502 0.0752445 0.0718126 0.117353 0.0515186 0.0513382
threshold=0.15314500000000003 0.30863500000000005 0.089635000000000006 -1.0000000180025095e-35 0.089020000000000016 0.31392000000000003 -0.080789999999999987 -0.008624999999999999 0.0025650000000000004 0.097135000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 9 -8 -7 -5
right_child=-2 -3 -4 4 -6 8 7 -9 -10 -11
leaf_value=-0.00084474371180521255 -0.0052790810815240346 -0.00020461961456245069 0.011421299829008415 0.0066900966174956817 0.010679249575942526 -0.0014943666124185126 -0.0027055300781380085 0.0046343927278012344 0.0046900491700286708 0.0020675496470925719
leaf_weight=78 56 90 53 761 58 88 64 1513 67 76
leaf_count=78 56 90 53 761 58 88 64 1513 67 76
internal_value=0 0.00470924 0.00487025 0.00474122 0.00490776 0.00477676 0.00500778 0.00433537 0.00116731 0.00627251
internal_weight=0 2848 2758 2705 2627 2569 2414 1577 155 837
internal_count=2904 2848 2758 2705 2627 2569 2414 1577 155 837
is_linear=0
shrinkage=0.16829


Tree=9114
num_leaves=19
num_cat=0
split_feature=2 4 13 42 49 130 2 49 150 34 2 1 474 160 3 13 42 39
split_gain=0.141771 0.069375 0.0976701 0.0981702 0.0777483 0.10246 0.171301 0.0682135 0.0645581 0.0642837 0.0661384 0.0715459 0.0580942 0.0525013 0.120228 0.0462852 0.0459886 0.025983
threshold=0.14132000000000003 0.061835000000000008 0.015030000000000002 0.093155000000000016 -0.085999999999999979 -0.037219999999999996 0.087635000000000005 0.093290000000000012 0.10980500000000001 -1.0000000180025095e-35 0.084245000000000014 0.11039500000000001 0.093280000000000016 -0.012529999999999998 0.093925000000000022 -0.013049999999999997 0.095935000000000006 0.083055000000000018
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 7 15 6 -6 13 9 -7 11 -11 -12 -3 -15 -1 -2 -5
right_child=16 2 -4 17 5 8 -8 -9 -10 10 12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.0055272119906027454 -0.0032373216449018984 0.0026588000438367691 -0.0027521833389621978 -0.0033591644542726711 0.0049207562847350039 0.010367025880689879 -0.0078285133594943688 0.00032802627430207778 -0.0012561291411166537 0.0023320384801685983 0.005446258404082696 0.0082322546644005689 0.00056397839607888077 0.011587838434277631 0.0019680833965684489 0.012496499100139884 0.0025096284790769624 0.0017888230436705222
leaf_weight=59 102 78 90 59 70 55 52 72 53 516 1231 66 74 100 59 52 64 52
leaf_count=59 102 78 90 59 70 55 52 72 53 516 1231 66 74 100 59 52 64 52
internal_value=0 0.00404567 0.0022679 0.00334791 0.00445181 0.00422254 -0.000498633 0.00489092 0.00451215 0.0046705 0.00450351 0.00300422 0.00517079 0.00626954 0.00802954 0.00880829 -0.00101081 -0.000931309
internal_weight=0 2738 510 420 2228 2117 122 309 1995 1942 1887 582 1305 237 159 111 166 111
internal_count=2904 2738 510 420 2228 2117 122 309 1995 1942 1887 582 1305 237 159 111 166 111
is_linear=0
shrinkage=0.16829


Tree=9115
num_leaves=24
num_cat=0
split_feature=2 0 50 9 0 9 159 1 52 15 0 1 475 0 50 1210 51 15 1211 133 159 0 159
split_gain=0.0895474 0.110574 0.0795149 0.0660285 0.0829654 0.0816643 0.0581948 0.106243 0.174523 0.164789 0.154015 0.066707 0.0604612 0.0575702 0.0554125 0.0551164 0.0522544 0.0512252 0.0491242 0.056037 0.0405005 0.0550418 0.0258727
threshold=0.08647500000000001 -0.14680499999999999 1.0000000180025095e-35 -1.0000000180025095e-35 -0.018054999999999998 0.083710000000000021 0.090550000000000005 0.088035000000000016 -0.41694999999999993 -0.024929999999999997 -0.13409999999999997 0.10359500000000001 -0.084924999999999987 -0.18713499999999997 0.099260000000000015 -0.078184999999999991 0.11794000000000002 0.11447500000000001 0.079615000000000019 0.0089800000000000019 0.10442000000000001 -0.081294999999999992 0.081975000000000006
decision_type=2 2 2 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 -3 5 15 7 10 -9 11 -2 -10 -12 -13 -4 -5 -16 22 19 -14 -8 -22 -17
right_child=2 3 14 4 -6 -7 20 8 9 -11 12 13 18 -15 16 17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.010540390589090046 0.010804561020147183 -0.00079582388910855769 0.0095983246206829218 -0.00032095894809660745 0.0094334346687252289 -0.0019042869731592882 0.007195085788232386 0.0055999386774978855 -0.0060054794283684251 -0.010037065887948523 -0.0040493714927720276 0.0051773221504156329 0.00050393245752595539 -0.0013929632117169639 0.00073995765163784499 0.0042533762263985133 0.0063098520653911399 -0.00085379195590147366 -0.002881513194487552 0.0035068591616826449 -0.0020743448509725482 0.0046576725704077001 0.0075975814256370811
leaf_weight=65 53 97 52 82 69 76 73 81 56 75 53 55 314 120 102 707 91 52 58 405 52 100 74
leaf_count=65 53 97 52 82 69 76 73 81 56 75 53 55 314 120 102 707 91 52 58 405 52 100 74
internal_value=0 0.00377329 0.00189013 0.00339156 0.00377644 0.00338075 0.00142786 0.000984031 -0.00133823 -0.00318067 0.00200386 -0.000946795 0.00143972 0.000661718 0.00470359 0.00382169 0.00337549 0.00423165 0.00181645 0.00219793 0.00392508 0.00234279 0.00457254
internal_weight=0 1222 1740 1157 1060 991 1495 1270 387 306 883 231 830 175 245 915 193 833 777 719 225 152 781
internal_count=2962 1222 1740 1157 1060 991 1495 1270 387 306 883 231 830 175 245 915 193 833 777 719 225 152 781
is_linear=0
shrinkage=0.16829


Tree=9116
num_leaves=17
num_cat=0
split_feature=48 0 3 3 13 13 43 12 48 0 0 399 0 3 475 43
split_gain=0.078758 0.168948 0.109336 0.0954108 0.139985 0.0932388 0.17112 0.130469 0.0908171 0.0721527 0.0790655 0.0581063 0.0580768 0.0534393 0.0530448 0.0455143
threshold=0.091125000000000025 -0.061674999999999994 -0.024819999999999998 -0.14539499999999997 0.049070000000000009 -0.09330999999999999 0.086765000000000023 0.079335000000000017 0.11427000000000001 -0.23043999999999995 -0.14720499999999997 0.088925000000000018 0.056895000000000008 0.08796000000000001 -0.085324999999999984 -0.085079999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 4 -1 6 7 -5 -4 -7 -11 13 -6 14 -12 -2
right_child=1 -3 8 5 12 9 -8 -9 -10 10 11 -13 -14 -15 -16 -17
leaf_value=0.011062207550110321 0.0079280485565178527 -0.006608349962746468 -0.0058160577304086801 0.0016475841762894519 -0.0018815719556528176 0.0083228825677400965 0.0052617838486729513 -0.0077489496305712209 0.0033294160743790996 -0.0024592696794032997 -0.0011023335337428603 0.0068718783855768609 0.0053004791066603189 0.0073700958543795169 0.0025355762428304505 0.0022415365980109838
leaf_weight=89 72 86 71 71 53 61 88 101 54 89 121 89 79 61 1685 92
leaf_count=89 72 86 71 71 53 61 88 101 54 89 121 89 79 61 1685 92
internal_value=0 -5.55618e-05 0.00188819 0.00254943 0.00589842 0.00223585 -0.00076552 -0.0038597 -0.00185084 0.00260724 0.00243587 0.00265953 0.00240317 0.00245776 0.00229085 0.00474901
internal_weight=0 375 289 2587 221 2366 260 172 125 2106 2045 1956 132 1867 1806 164
internal_count=2962 375 289 2587 221 2366 260 172 125 2106 2045 1956 132 1867 1806 164
is_linear=0
shrinkage=0.16829


Tree=9117
num_leaves=30
num_cat=0
split_feature=1 3 1 12 3 2 2 15 3 11 2 15 1 16 475 2 1 158 16 50 2 3 48 160 52 3 1 48 12
split_gain=9.9445 2.078 1.0724 0.878732 0.725762 0.606268 0.452297 0.400621 0.382723 0.355544 0.288004 0.252409 0.251442 0.198306 0.141028 0.143861 0.134138 0.10269 0.099055 0.122349 0.0839001 0.0906775 0.0894725 0.0821532 0.0661868 0.0472756 0.0333979 0.0328666 0.0325454
threshold=0.10921500000000002 -0.036264999999999992 0.089625000000000024 0.087965000000000015 0.3148450000000001 0.11741500000000001 0.097110000000000016 -1.0000000180025095e-35 0.085880000000000012 0.079700000000000007 0.090990000000000015 -0.025879999999999997 0.12765500000000005 -0.053299999999999993 -0.08644499999999998 0.08784500000000002 0.12040000000000002 0.08796000000000001 0.40955000000000003 0.090350000000000014 0.088755000000000014 -0.084524999999999975 0.090530000000000013 0.083130000000000023 -0.090949999999999989 -0.072649999999999978 0.096315000000000026 0.089640000000000011 0.094730000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 7 8 16 9 10 12 14 -4 23 -3 -13 -1 17 -2 24 19 26 21 -17 -22 25 -16 -8 -5 -10 -21
right_child=1 4 3 18 -6 -7 11 -9 27 -11 -12 13 -14 -15 15 20 -18 -19 -20 28 22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00078456199388089775 0.00087630790941228896 0.00036666265545612727 0.00067731413187286597 0.00082258052355519285 -5.8833033947014884e-06 0.00042491991194315381 0.00091102232598994472 0.00080332249528939617 0.00054581600013721974 0.0012131471676974858 0.00040143937397183697 0.00084433464270715515 9.7884317557120478e-05 0.00062378725322749019 0.00085963407412814683 0.00091047620258814094 0.00065889629448910429 0.0010928364866676582 0.0010049648897691979 0.00097839596912382911 0.00094449709974128867 0.00071945264737034817 0.00079319397959916771 0.0010122916422916674 0.00097315709658409185 0.0007995001590999953 0.00071400765577731473 0.00042302532592366831 0.00086302218953476903
leaf_weight=65 79 72 72 83 96 81 103 79 52 54 99 88 81 94 68 61 54 77 52 62 358 54 52 54 610 84 62 52 64
leaf_count=65 79 72 72 83 96 81 103 79 52 54 99 88 81 94 68 61 54 77 52 62 358 54 52 54 610 84 62 52 64
internal_value=0 0.000394262 0.000880377 0.00075552 0.000238566 0.000650924 0.000919623 0.000608168 0.000330015 0.00094838 0.000517803 0.000824434 0.000224598 0.000730619 0.000937723 0.000945474 0.0007883 0.000975232 0.00086946 0.00084333 0.000902612 0.000821085 0.000925393 0.000895135 0.000961823 0.000861115 0.000776399 0.000484759 0.000920073
internal_weight=0 567 2395 573 353 214 1822 250 257 1399 171 423 153 182 1345 1280 133 755 323 271 525 115 410 241 678 187 145 104 126
internal_count=2962 567 2395 573 353 214 1822 250 257 1399 171 423 153 182 1345 1280 133 755 323 271 525 115 410 241 678 187 145 104 126
is_linear=0
shrinkage=0.0032998


Tree=9118
num_leaves=20
num_cat=0
split_feature=121 124 376 14 13 16 16 14 1213 16 52 133 13 475 16 1212 133 16 16
split_gain=0.100409 0.0581046 0.0946755 0.0661121 0.0758689 0.106155 0.0746263 0.130285 0.0657212 0.074228 0.0641688 0.120387 0.188425 0.0965606 0.0745378 0.0533401 0.0525525 0.0322055 0.00754401
threshold=-1.0000000180025095e-35 -0.076164999999999983 1.0000000180025095e-35 -1.0000000180025095e-35 -0.16392499999999996 -0.089369999999999991 -0.010264999999999998 0.056865000000000006 0.096430000000000016 -0.082469999999999974 -1.0000000180025095e-35 0.017095000000000003 -0.057284999999999996 -0.085734999999999992 0.27450000000000002 0.08815000000000002 0.096875000000000017 -0.025214999999999998 -0.017744999999999997
decision_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 18 5 -5 7 8 15 -10 13 12 -12 14 -8 -6 -15 -4 -3
right_child=1 3 17 4 6 -7 10 -9 9 -11 11 -13 -14 16 -16 -17 -18 -19 -20
leaf_value=0.009289034087265776 -0.004575049634792161 0.0050129716586081426 -0.00015215504811267797 -0.005450183949451363 0.0029775501602750955 0.0040945962895332999 -0.0069522550043004333 0.010715133103814755 0.0023372490208055773 0.011219492882856664 0.0021631275177807175 0.0041600456088597866 -0.010040542767520545 0.0037131961597630511 0.0018730853490179842 -0.00054287111410680332 -0.00092852396189541423 0.0055548101490659777 0.007939557125031178
leaf_weight=60 88 53 53 80 1261 56 53 64 52 56 70 78 73 480 55 134 80 58 58
leaf_count=60 88 53 53 80 1261 56 53 64 52 56 70 78 73 480 55 134 80 58 58
internal_value=0 0.00232297 -0.000444671 0.00252739 0.00235407 -0.00150677 0.0025686 0.00326812 0.00294981 0.00695949 0.00133357 -0.0011469 -0.00405415 0.00215689 -0.00244123 0.0026381 0.00304689 0.00281368 0.00655836
internal_weight=0 2902 199 2703 2592 136 2456 1567 1503 108 889 221 143 668 108 1395 560 111 111
internal_count=2962 2902 199 2703 2592 136 2456 1567 1503 108 889 221 143 668 108 1395 560 111 111
is_linear=0
shrinkage=0.16829


Tree=9119
num_leaves=31
num_cat=0
split_feature=1 52 1 0 52 0 47 1 0 13 48 16 481 14 16 39 132 1186 16 1429 52 13 13 1456 52 0 15 50 0 1446
split_gain=8.10404 1.86357 1.04044 0.834965 0.800943 0.436782 0.423689 0.30982 0.337185 0.301567 0.189134 0.1779 0.167798 0.14123 0.135186 0.128241 0.12505 0.121495 0.136009 0.121124 0.102892 0.0956685 0.246621 0.0944554 0.0868132 0.0565176 0.0414237 0.0673839 0.0468407 0.0338409
threshold=0.10290000000000001 -0.41694999999999993 0.12646500000000002 -0.076734999999999984 0.18043000000000001 -0.12851999999999997 0.078345000000000012 0.089825000000000002 -0.099704999999999974 -0.05171499999999999 0.091125000000000025 -0.28430999999999995 -0.00080999999999999985 0.073890000000000011 -0.43279999999999996 0.092310000000000017 0.078205000000000011 0.021560000000000003 -0.09583499999999999 0.084845000000000018 -0.023474999999999996 0.019675000000000002 0.10877500000000001 -0.0054299999999999991 0.081945000000000018 -0.081644999999999981 0.11180000000000002 0.090630000000000016 -0.071524999999999991 0.085520000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 5 11 20 12 -9 14 16 -3 23 17 -4 -11 21 18 24 -20 -7 26 -23 -1 -14 -10 27 28 -5 -25
right_child=1 2 9 10 -6 6 -8 8 25 15 -12 -13 13 -15 -16 -17 -18 -19 19 -21 -22 22 -24 29 -26 -27 -28 -29 -30 -31
leaf_value=0.001190650441442192 0.00098658648869930131 0.00050027800366042965 9.4512346501276191e-05 0.00072461209825592848 0.00095663224879998497 0.00041335375886398742 0.00084029159193154074 0.0006903583380918996 0.0010110342321842959 0.00055622589145217557 0.00062760299048873422 0.00026378315869082965 0.00079961059686953521 0.0011199193367536985 0.00029389415629922628 0.00032626484567057826 0.00067897319936340635 0.0010908215371480711 0.00097817772699099409 0.00082523712136125258 0.00059809503625198946 0.0011063809744036824 0.00078258959962947019 0.0010842882172002028 0.00094427127042262852 0.00087961690055323122 0.00073908027262133331 0.00094063182507669613 0.0008421238062044558 0.00097521280071699318
leaf_weight=56 85 66 64 53 52 64 63 89 80 53 54 75 102 65 90 55 52 74 807 64 72 52 53 69 91 78 56 65 183 80
leaf_count=56 85 66 64 53 52 64 63 89 80 53 54 75 102 65 90 55 52 74 807 64 72 52 53 69 91 78 56 65 183 80
internal_value=0 0.000526575 0.000466733 0.000925583 0.000574436 0.000515879 0.00061571 0.000963167 0.000854272 0.000305456 0.000816013 0.000374733 0.000982245 0.00096707 0.000211263 0.000439442 0.000835739 0.000958309 0.000949059 0.00096698 0.000511417 0.000853307 0.000943279 0.00107112 0.000868001 0.00094638 0.000826746 0.000842939 0.000815883 0.00102596
internal_weight=0 739 654 2223 392 340 199 1655 247 262 568 141 1408 1203 154 108 514 1138 1064 871 136 462 105 205 193 158 357 301 236 149
internal_count=2962 739 654 2223 392 340 199 1655 247 262 568 141 1408 1203 154 108 514 1138 1064 871 136 462 105 205 193 158 357 301 236 149
is_linear=0
shrinkage=0.0032998


Tree=9120
num_leaves=20
num_cat=0
split_feature=4 3 39 14 0 16 4 42 13 3 0 4 3 0 16 14 2 16 3
split_gain=5.80608 2.08318 1.57403 0.439402 0.415289 0.54144 0.386928 0.332581 0.321739 0.270858 0.210794 0.217859 0.18605 0.154686 0.1275 0.216633 0.109129 0.104796 0.058356
threshold=0.31392000000000003 0.28833000000000003 0.0047850000000000011 0.073890000000000011 -0.10934999999999999 -0.097179999999999975 0.053925000000000008 -1.0000000180025095e-35 -0.0094049999999999984 0.13772500000000001 -0.072924999999999976 -0.35269999999999996 -0.072649999999999978 -0.23028499999999999 -0.53870999999999991 -1.0000000180025095e-35 0.08784500000000002 -0.077049999999999993 -0.072274999999999992
decision_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 18 10 -4 -9 14 16 -12 17 -7 -2 -16 -6 -8 -1
right_child=9 -3 7 -5 6 13 12 8 -10 -11 11 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=0.00088692887825919035 0.00045189917976181423 0.00016185168554358725 0.00072584240657411713 0.0010274614067233177 0.00085829519856366358 0.00061143164581672004 0.00083133721186763685 0.00053923587356380343 0.00023499457342092357 0.00010693254522933322 0.00084754001049290486 0.00070099345526818894 0.00051016977720162303 0.00036022312401261513 0.00043367446346376703 0.00018888804839606901 0.00079538599799840735 0.00064088682908601535 0.00072798968619608331
leaf_weight=58 72 63 54 86 893 53 62 102 61 75 179 306 63 56 65 102 487 70 52
leaf_count=58 72 63 54 86 893 53 62 102 61 75 179 306 63 56 65 102 487 70 52
internal_value=0 0.000755412 0.000769881 0.000794586 0.000785782 0.000648317 0.000800379 0.000500473 0.000425595 0.00028063 0.000815083 0.000755152 0.00065957 0.000482694 0.00033499 0.000284375 0.00083612 0.000730608 0.000812114
internal_weight=0 2645 2582 2365 2279 219 2060 217 163 314 1865 485 195 109 239 167 1380 132 110
internal_count=2959 2645 2582 2365 2279 219 2060 217 163 314 1865 485 195 109 239 167 1380 132 110
is_linear=0
shrinkage=0.0032998


Tree=9121
num_leaves=18
num_cat=0
split_feature=4 3 39 10 49 48 15 3 15 15 15 4 402 1453 4 150 3
split_gain=3.40346 0.936757 0.902545 0.303874 0.300894 0.254905 0.223618 0.17583 0.224271 0.166431 0.13732 0.305462 0.252969 0.191256 0.170352 0.0763864 0.0346006
threshold=0.31392000000000003 0.30863500000000005 0.0047850000000000011 0.057650000000000007 0.12518000000000004 0.093995000000000009 -0.037394999999999991 -0.082634999999999986 -0.46645999999999993 -0.15097999999999998 0.043560000000000008 -0.14345499999999997 -0.011954999999999999 -0.077554999999999985 0.053330000000000009 0.083680000000000018 0.10766000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 9 6 15 -2 -9 -1 12 -12 -11 -14 -13 -4 -10
right_child=3 -3 5 -5 -6 -7 -8 8 16 10 11 14 13 -15 -16 -17 -18
leaf_value=0.00083823052911800584 0.0004716914752473708 0.00023702113695051646 0.00070434203740501089 5.9464270207214959e-05 0.00048414416217507772 0.00027013133349424503 0.00034592029195049464 0.00044570081235976061 0.00013314392846647697 0.00042878782928026005 0.00092701097242146478 0.00070196485870192013 0.00086162564265442217 0.00065418890459734039 0.00050552726714161295 0.00052177086668361362 0.00024565687481232552
leaf_weight=76 72 59 52 54 86 60 52 60 52 53 65 962 52 1023 52 53 76
leaf_count=76 72 59 52 54 86 60 52 60 52 53 65 962 52 1023 52 53 76
internal_value=0 0.000649082 0.00065847 0.000285507 0.000677158 0.000454291 0.000524446 0.000332319 0.000278755 0.000684413 0.000679101 0.00070612 0.000653223 0.000664256 0.000691926 0.000612523 0.000200224
internal_weight=0 2645 2586 314 2369 217 157 260 188 2283 2207 1079 1128 1075 1014 105 128
internal_count=2959 2645 2586 314 2369 217 157 260 188 2283 2207 1079 1128 1075 1014 105 128
is_linear=0
shrinkage=0.0032998


Tree=9122
num_leaves=19
num_cat=0
split_feature=9 133 1210 1210 3 475 1447 12 13 40 484 12 12 0 2 50 150 15
split_gain=0.106897 0.0985919 0.0683564 0.0999739 0.0966855 0.0772836 0.0742221 0.0682144 0.0857318 0.0782168 0.0659291 0.0633358 0.05442 0.0538594 0.116886 0.0557946 0.0498459 0.0253801
threshold=0.093040000000000012 -0.24159999999999995 -0.064679999999999974 -0.08126499999999999 -0.06533499999999999 -0.065504999999999994 -0.085574999999999984 -0.14392999999999997 -0.0050199999999999993 -0.062739999999999976 0.0017200000000000004 0.10508500000000001 0.090535000000000018 -0.10594499999999998 0.091290000000000024 0.12064500000000002 0.083205000000000015 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 11 3 17 6 -6 -4 -7 9 -9 -10 12 -1 14 -8 16 -15 -3
right_child=-2 2 4 -5 5 7 13 8 10 -11 -12 -13 -14 15 -16 -17 -18 -19
leaf_value=0.0087787200325623108 -0.0035898893001738053 0.0058341015847049819 0.00012504599886495587 -0.0056830348090761325 -0.0022035105262300826 0.0086169999132459391 0.014052774545518405 0.0032869844579457613 0.0033180760701281482 -0.0019931104649514812 0.0095802564357769619 0.012747035367071094 0.0021025773483766639 0.0040864963804731072 0.0038167204637810288 0.009056909798169541 0.0074573181759240176 0.00060571629352518036
leaf_weight=79 53 55 97 52 90 57 56 153 279 165 58 52 63 1307 74 78 139 52
leaf_count=79 53 55 97 52 90 57 56 153 279 165 58 52 63 1307 74 78 139 52
internal_value=0 0.00401904 0.00375557 0.000357579 0.00396649 0.00243154 0.00466851 0.00301995 0.00253014 0.000541663 0.00440117 0.00769289 0.00582942 0.00493388 0.00823992 0.00465069 0.00441177 0.00330999
internal_weight=0 2906 2712 159 2553 802 1751 712 655 318 337 194 142 1654 130 1524 1446 107
internal_count=2959 2906 2712 159 2553 802 1751 712 655 318 337 194 142 1654 130 1524 1446 107
is_linear=0
shrinkage=0.16829


Tree=9123
num_leaves=24
num_cat=0
split_feature=1 47 39 52 4 1 39 13 4 52 2 0 0 11 13 0 52 16 52 133 16 2 50
split_gain=4.52705 0.742626 0.72992 0.397675 0.289154 0.267868 0.265944 0.382978 0.230649 0.205889 0.19629 0.253933 0.191513 0.165179 0.246039 0.163365 0.288964 0.112459 0.157601 0.0764712 0.0661711 0.0590237 0.0568226
threshold=0.10921500000000002 0.085585000000000008 0.0047850000000000011 0.12432000000000001 0.27420500000000009 0.12381000000000002 0.087880000000000014 -0.13871999999999998 0.40441500000000002 -0.085254999999999984 0.091235000000000024 -0.067664999999999989 -0.072849999999999984 1.0000000180025095e-35 -0.094359999999999986 -0.10462499999999998 -0.065394999999999995 -0.032699999999999993 -0.11263999999999999 0.088480000000000017 0.0048000000000000013 0.092935000000000004 0.089430000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 6 10 -3 7 -2 -9 -4 11 15 -8 14 -12 16 -1 21 -19 20 -17 -16 -21
right_child=1 5 9 -5 -6 -7 12 8 -10 -11 13 -13 -14 -15 17 19 -18 18 -20 22 -22 -23 -24
leaf_value=0.00053358042122252417 0.00021277996252573413 0.00074265792236308118 0.00070698743622823936 0.00060819173640573859 0.00053516428821186971 0.00046458208070780866 3.4029673513848136e-05 0.00065997244429201257 0.00036402226936032531 0.00045044340059938095 0.00052232923914995557 0.00061153631841242434 0.00029805249280599511 0.00087477354390510446 0.0006801708996238457 0.00085221114113369887 0.00082517002304137714 0.00076616449673532806 0.00061196557830530296 0.00074227100660593842 0.00076543343587456879 0.0008059233911425597 0.00085660241191734326
leaf_weight=61 89 86 53 55 54 69 54 54 63 100 63 72 68 88 53 846 98 158 140 181 118 264 72
leaf_count=61 89 86 53 55 54 69 54 54 63 100 63 72 68 88 53 846 98 158 140 181 118 264 72
internal_value=0 0.00042609 0.000760898 0.000347888 0.000775816 0.000619097 0.000304132 0.000376601 0.000500916 0.000539542 0.000781669 0.000804541 0.000181479 0.000738388 0.000720634 0.000814614 0.000713524 0.000740891 0.00069384 0.000827793 0.000841626 0.00078501 0.000774947
internal_weight=0 538 2421 383 2268 155 328 206 117 153 2214 1448 122 766 678 1376 159 615 298 1217 964 317 253
internal_count=2959 538 2421 383 2268 155 328 206 117 153 2214 1448 122 766 678 1376 159 615 298 1217 964 317 253
is_linear=0
shrinkage=0.0032998


Tree=9124
num_leaves=13
num_cat=0
split_feature=10 3 1 4 34 4 2 15 376 3 2 15
split_gain=0.0874598 0.0725626 0.117928 0.0820355 0.092066 0.0952494 0.117068 0.113688 0.0854086 0.090357 0.0421287 0.0343394
threshold=0.057650000000000007 -0.16100499999999998 0.10593500000000002 -0.5109999999999999 -0.079669999999999977 0.31392000000000003 0.14938500000000002 -0.14051999999999998 0.084125000000000019 -0.10690999999999999 0.087765000000000024 -0.45775499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 7 11 10 9 -9 -6 -7
right_child=-2 3 -4 4 5 6 -8 8 -10 -11 -12 -13
leaf_value=0.0040380134677702739 -0.0016894754789393254 -0.0027108052107757338 0.014010958235794733 0.010315670835320942 0.0051005980181820882 0.0013650245990386852 0.0069994487734292461 -0.00032019298934037748 -0.0029821674611594301 0.0041165013867751968 0.010693452647068344 -0.0038863283943483254
leaf_weight=97 81 55 52 61 68 53 54 138 53 2052 92 103
leaf_count=97 81 55 52 61 68 53 54 138 53 2052 92 103
internal_value=0 0.00390246 0.00753056 0.00370372 0.00383632 0.00368438 0.000238213 0.00398479 0.0036742 0.00383611 0.00832772 -0.0020907
internal_weight=0 2878 149 2729 2674 2613 210 2403 2243 2190 160 156
internal_count=2959 2878 149 2729 2674 2613 210 2403 2243 2190 160 156
is_linear=0
shrinkage=0.16829


Tree=9125
num_leaves=19
num_cat=0
split_feature=10 0 41 39 4 157 10 0 133 0 160 160 0 1213 1213 160 0 4
split_gain=0.124861 0.109992 0.109298 0.0809645 0.0692145 0.0929506 0.0621847 0.0612015 0.0769982 0.0915036 0.0524659 0.0751613 0.0423743 0.0388858 0.0469298 0.033158 0.03193 0.0266623
threshold=-1.0000000180025095e-35 -0.080064999999999983 0.093830000000000011 0.098380000000000009 -0.078454999999999983 -0.14480499999999996 0.057650000000000007 -0.082914999999999975 0.085355000000000014 -0.071749999999999994 0.084480000000000013 0.04198000000000001 -0.077574999999999991 -0.08860999999999998 -0.06916499999999999 -0.079974999999999991 -0.08155999999999998 -0.085739999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 7 -6 10 13 15 -10 11 -7 -12 -2 -15 -9 -17 -16
right_child=2 -3 -4 -5 5 6 -8 8 9 -11 12 -13 -14 14 17 16 -18 -19
leaf_value=0.0031595341474094443 0.0024334783779257521 -0.0054943835348057 0.010538015238769119 -0.001815958685298035 -0.0043495047502482963 0.0027466932308617725 -0.0027164653637144764 -0.0017329933267307667 0.0029740886945549649 0.011477144814487266 0.0061184105982056364 -0.0037042886196079127 0.00081036516575635651 0.011144837655007702 0.0033374558074683309 -0.0011643890993859826 0.003366328830154378 0.0071911834989941085
leaf_weight=75 69 93 55 97 54 1308 57 61 91 60 217 53 54 60 82 53 246 144
leaf_count=75 69 93 55 97 54 1308 57 61 91 60 217 53 54 60 82 53 246 144
internal_value=0 -0.00162033 0.00309833 0.00294645 0.0031242 0.00251078 0.00273118 0.00435676 0.00317018 0.00636468 0.00292255 0.00249416 0.00506735 0.0060597 0.00692827 0.00182527 0.00255722 0.00580088
internal_weight=0 168 2761 2706 2609 1743 1689 866 511 151 1632 1361 271 355 286 360 299 226
internal_count=2929 168 2761 2706 2609 1743 1689 866 511 151 1632 1361 271 355 286 360 299 226
is_linear=0
shrinkage=0.16829


Tree=9126
num_leaves=23
num_cat=0
split_feature=1 4 13 14 11 1 156 1211 49 48 4 1429 1 157 48 14 1 13 49 13 13 1
split_gain=0.124226 0.12465 0.157357 0.129937 0.113738 0.0938445 0.0819076 0.10421 0.131574 0.107422 0.101494 0.0710551 0.0669978 0.0612829 0.057145 0.0507068 0.0428198 0.0803584 0.0608664 0.0366752 0.0479875 0.0279461
threshold=0.11539500000000001 -0.043174999999999991 0.10621000000000001 -0.41608999999999996 0.088160000000000002 0.09772500000000002 0.086995000000000017 0.077725000000000016 -0.096394999999999995 0.087645000000000015 -0.08076499999999999 0.026145000000000005 0.10174000000000001 -0.028954999999999998 0.094180000000000014 0.076450000000000004 0.10921500000000002 -0.072634999999999991 -0.0061499999999999992 -0.081299999999999983 -0.24426999999999996 0.13385500000000003
decision_type=2 2 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 15 -9 13 -7 -8 -11 -10 18 -18 -14 20 -5 -21
right_child=1 2 -4 19 -6 12 11 10 9 14 -12 -13 16 -15 -16 -17 17 -19 -20 21 -22 -23
leaf_value=0.012101114855700907 0.0073353044962949157 0.0075605119384576369 -0.0097872005059333848 -0.0006736195248125583 0.0090975647582507337 -0.0052925780142736708 0.0068769934508089176 -0.0068286595972565454 0.0042224040600825925 -0.0035675203156215677 0.0025074549291728169 -0.0034301188557050218 0.0069532470505029231 -0.00028131779971465599 0.0020374764916650306 -0.0010549269449019417 0.0033652581942504689 -0.0056629782674399729 0.0001824486442953562 -0.0014665039672370082 -0.007382420937108663 0.00341087722031322
leaf_weight=52 53 54 54 70 79 57 55 53 1384 79 87 97 62 87 148 53 52 60 97 89 54 53
leaf_count=52 53 54 54 70 79 57 55 53 1384 79 87 97 62 87 148 53 52 60 97 89 54 53
internal_value=0 -0.000297463 -0.00138392 2.85251e-05 0.00280455 0.00259863 0.00301305 0.00339068 0.00375109 0.00348907 -0.0010141 7.29929e-05 -4.2897e-05 0.00247862 7.89243e-05 0.00402651 0.00105465 -0.00145526 0.00283393 -0.00149377 -0.00360968 0.000341275
internal_weight=0 427 374 320 2502 2423 2095 1856 1716 1664 140 239 328 142 227 1437 271 112 159 266 124 142
internal_count=2929 427 374 320 2502 2423 2095 1856 1716 1664 140 239 328 142 227 1437 271 112 159 266 124 142
is_linear=0
shrinkage=0.16829


Tree=9127
num_leaves=11
num_cat=0
split_feature=3 40 448 151 40 51 11 3 457 43
split_gain=0.0961783 0.0922443 0.0827014 0.0760196 0.0884042 0.0820588 0.0736855 0.0612803 0.0582075 0.0317155
threshold=0.28833000000000003 0.0073350000000000004 -0.063044999999999976 0.067425000000000013 -0.096604999999999983 0.15358000000000002 0.088160000000000002 0.41417000000000009 0.092330000000000009 -0.078409999999999994
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 6 8 -2 -6 -5
right_child=7 -3 3 9 5 -7 -8 -9 -10 -11
leaf_value=-0.0026463462263590408 -0.0058093355272899336 -0.0042499272757351627 0.0091620400783911597 0.00408304776804066 0.0019441244304990351 -0.0043999242949566853 0.0070441307239678839 0.0017515893326660078 0.0066306063523396529 0.0097645071530895553
leaf_weight=92 72 62 52 62 2264 53 89 52 78 53
leaf_count=92 72 62 52 62 2264 53 89 52 78 53
internal_value=0 0.00215905 0.00230457 0.00247706 0.00228408 0.00213938 0.00228268 -0.00262414 0.00210097 0.00671708
internal_weight=0 2805 2743 2651 2536 2484 2431 124 2342 115
internal_count=2929 2805 2743 2651 2536 2484 2431 124 2342 115
is_linear=0
shrinkage=0.16829


Tree=9128
num_leaves=31
num_cat=0
split_feature=1 15 3 12 15 12 10 15 3 1 12 150 1 3 51 1 1211 13 3 15 16 15 12 16 13 13 16 1 16 16
split_gain=6.04917 1.29417 0.963896 0.521339 0.403752 0.386268 0.306796 0.287024 0.339794 0.259208 0.231794 0.206453 0.204864 0.191813 0.182275 0.123848 0.090299 0.082355 0.148612 0.0773208 0.0864241 0.0753019 0.0752652 0.0666789 0.0651117 0.0862912 0.0576499 0.055102 0.0498784 0.0387214
threshold=0.10398500000000001 -0.26361999999999991 -0.036264999999999992 -0.032329999999999991 -0.43091499999999999 0.093245000000000008 -1.0000000180025095e-35 0.039965000000000007 -0.10859999999999999 0.11584000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.092845000000000025 0.092005000000000017 0.046060000000000011 0.091845000000000024 1.0000000180025095e-35 0.15867500000000004 -0.090439999999999979 0.093185000000000004 -0.088174999999999989 -0.50173499999999993 0.083610000000000004 -0.011849999999999998 0.001665 -0.060719999999999989 -0.018754999999999997 0.096315000000000026 -0.021919999999999999 0.15273500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 9 12 21 7 -4 8 -5 -3 -8 -12 -1 22 16 17 19 18 -7 20 -9 -2 26 -24 25 -20 -10 -17 -21 -11
right_child=1 2 6 5 -6 15 10 14 13 29 11 -13 -14 -15 -16 27 -18 -19 24 28 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00070827698945286814 0.00025178998179257252 0.00083282323586664079 0.00019015921654761349 0.00059869847319113953 9.819992299173237e-06 0.000532774752711445 0.00031474647344765247 0.00098697568542230134 0.00084412923834670879 0.00053126514213408689 0.00066565844256705209 0.00039428415569834377 0.00044340186148436432 0.00066515462838121332 0.0010542864729973297 0.00091851804482929273 0.00075879339766879808 0.00084103202011824476 0.0007521786943681263 0.00073627300646287783 0.00088014877269020184 0.00039743659502041112 0.00086708850486383966 0.00079025485760299621 0.00081233436453619437 0.00063114431027617209 0.00099736830681854604 0.00077406277159948098 0.00087843847502952585 0.00066354968071996817
leaf_weight=81 78 102 55 83 61 52 69 120 60 53 75 53 54 77 70 54 70 54 156 57 331 81 239 299 77 119 58 76 62 53
leaf_count=81 78 102 55 83 61 52 69 120 60 53 75 53 54 77 70 54 70 54 156 57 331 81 239 299 77 119 58 76 62 53
internal_value=0 0.000447087 0.000546701 0.000802401 0.000238643 0.000815145 0.00040914 0.000843004 0.000800368 0.00071319 0.000470099 0.000553568 0.000602588 0.000823156 0.000891956 0.000742782 0.000874146 0.000716718 0.000700014 0.00088825 0.000908651 0.000326209 0.000841648 0.000824453 0.00072462 0.000699932 0.000919749 0.000834338 0.000810638 0.00059774
internal_weight=0 680 460 2249 220 2114 252 1526 816 208 197 128 135 733 710 588 640 458 404 570 451 159 656 538 352 275 118 130 119 106
internal_count=2929 680 460 2249 220 2114 252 1526 816 208 197 128 135 733 710 588 640 458 404 570 451 159 656 538 352 275 118 130 119 106
is_linear=0
shrinkage=0.0032998


Tree=9129
num_leaves=36
num_cat=0
split_feature=1 15 15 12 1 1 52 11 47 12 15 12 159 2 2 15 15 52 51 12 42 12 2 15 39 15 133 15 159 12 15 159 2 133 42
split_gain=6.33813 1.48427 0.730706 0.660617 0.601029 0.441803 0.432064 0.351944 0.259378 0.225929 0.204768 0.187899 0.14312 0.127963 0.12203 0.118383 0.116368 0.100727 0.0949234 0.0970988 0.087193 0.081089 0.0733003 0.0732022 0.0665943 0.0594898 0.0797852 0.0578326 0.045774 0.0486591 0.0333867 0.0414167 0.0337988 0.0309862 0.0209538
threshold=0.10921500000000002 -0.26361999999999991 1.0000000180025095e-35 0.085075000000000026 0.092845000000000025 0.117245 -0.41694999999999993 1.0000000180025095e-35 0.08801500000000001 0.091625000000000012 -0.43091499999999999 0.088590000000000016 0.081445000000000017 0.10615500000000001 0.095850000000000005 -0.052239999999999988 0.091195000000000012 -0.10337499999999998 -0.092389999999999986 1.0000000180025095e-35 0.11466000000000001 0.079335000000000017 0.11978500000000002 0.088645000000000015 0.087080000000000005 -0.12776499999999999 0.083645000000000011 -0.10020499999999997 -0.020999999999999994 0.092825000000000005 0.085465000000000013 -0.020314999999999996 0.084685000000000024 -0.0043399999999999992 -0.058159999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 4 12 9 -5 -6 11 14 13 22 21 24 18 -8 17 23 -11 19 -1 28 -4 -2 34 -3 -20 -27 -19 -18 -30 32 -32 -23 -33 -13
right_child=1 3 7 5 6 -7 8 -9 -10 15 -12 16 -14 -15 -16 -17 20 27 25 -21 -22 30 -24 -25 -26 26 -28 -29 29 -31 31 33 -34 -35 -36
leaf_value=0.0010613940490568315 0.00021861454447117065 0.00056588587564121418 0.0010658873384433907 0.00096832850303300519 0.00087934613912394113 0.00059462037402254592 0.0006170576656248409 0.0011478779023312482 0.00075690790503000745 0.00089078306336330584 6.1460751348640881e-05 0.00080163759328844095 0.00030842302461626459 0.00069678653438480747 0.00042474335999485846 0.00063430411899361805 0.0009109459532371713 0.00081987104623942961 0.00093843566209443434 0.00085532084593533926 0.00071203330996264576 0.00091963639490220408 0.00036638335797550131 0.00098599337504131843 0.00041718980532190177 0.00079413967726793262 0.00087886228088612285 0.00067919521590690504 0.00073021129611421792 0.00084985945267242191 0.00086274859121914698 0.0010145147533437812 0.00080787831843824359 0.00091891893310792362 0.00090547721461988276
leaf_weight=54 76 92 53 60 70 83 63 62 64 71 59 55 53 54 89 79 77 57 79 52 81 102 74 88 55 257 260 87 62 121 53 107 52 76 52
leaf_count=54 76 92 53 60 70 83 63 62 64 71 59 55 53 54 89 79 77 57 79 52 81 102 74 88 55 257 260 87 62 121 53 107 52 76 52
internal_value=0 0.000446388 0.000839046 0.000580022 0.000787771 0.000751667 0.000653073 0.000904816 0.00057958 0.000824427 0.000226908 0.000889387 0.000457119 0.000854933 0.000504684 0.000745864 0.000847159 0.000786692 0.000867048 0.000960634 0.00080947 0.0009404 0.000291749 0.000912886 0.000510491 0.000850344 0.000836815 0.000735124 0.00083969 0.000809515 0.000923257 0.000949945 0.000882129 0.000975006 0.000852431
internal_weight=0 552 2377 343 1336 143 286 1041 216 1050 209 979 200 756 152 294 536 215 702 106 341 443 150 195 147 596 517 144 260 183 390 236 154 183 107
internal_count=2929 552 2377 343 1336 143 286 1041 216 1050 209 979 200 756 152 294 536 215 702 106 341 443 150 195 147 596 517 144 260 183 390 236 154 183 107
is_linear=0
shrinkage=0.0032998


Tree=9130
num_leaves=14
num_cat=0
split_feature=47 51 2 1452 1447 1 50 131 4 16 484 133 4
split_gain=0.112367 0.118337 0.122724 0.0748465 0.0690798 0.0895846 0.0813392 0.0709117 0.0608121 0.0586855 0.0639107 0.0368022 0.0237284
threshold=0.120245 0.13831000000000002 0.15205000000000002 0.086470000000000005 -0.085804999999999979 0.089245000000000005 0.10965000000000001 0.093680000000000013 0.071150000000000005 0.19384500000000002 -0.081614999999999979 0.041800000000000011 -0.013359999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 9 7 -7 -2 10 -6 -11 -5
right_child=8 -3 -4 12 5 6 -8 -9 -10 11 -12 -13 -14
leaf_value=-0.0016712323524010746 0.0015654020022313334 0.0090695624843281451 -0.003344339708590641 0.010142634182081983 0.00089622645793848506 0.001650037079855324 -0.0038156690393690118 0.0063175305198470899 -0.0063686794242010193 0.0032386769733432925 0.004688320570702135 -0.0014679923446858703 0.0050529762429358249
leaf_weight=85 56 95 83 53 141 686 67 107 53 106 1274 84 55
leaf_count=85 56 95 83 53 141 686 67 107 53 106 1274 84 55
internal_value=0 0.00322086 0.0030175 0.00321683 0.00303187 0.00319478 0.00180494 0.00228209 -0.00227597 0.00393836 0.00431172 0.00114838 0.00756731
internal_weight=0 2836 2741 2658 2550 2465 860 793 109 1605 1415 190 108
internal_count=2945 2836 2741 2658 2550 2465 860 793 109 1605 1415 190 108
is_linear=0
shrinkage=0.16829


Tree=9131
num_leaves=23
num_cat=0
split_feature=1 3 10 4 4 4 11 124 1 3 4 15 4 3 1 15 3 133 3 15 49 13
split_gain=4.91362 0.785677 0.534688 0.489897 0.334546 0.23729 0.231926 0.265725 0.176906 0.175282 0.162825 0.15797 0.125684 0.164762 0.114564 0.111656 0.230827 0.08099 0.07855 0.0642847 0.0546234 0.0373258
threshold=0.10398500000000001 -0.036264999999999992 -0.014199999999999999 0.046185000000000004 -0.029404999999999997 0.23355000000000001 1.0000000180025095e-35 -0.082389999999999977 0.12448500000000001 -0.12711499999999995 -0.082619999999999985 0.039965000000000007 0.27020000000000005 -0.07929499999999999 0.14039500000000002 -0.15973499999999999 0.084670000000000009 0.11588000000000002 -0.088484999999999994 -0.092879999999999976 -0.048359999999999993 -0.00080499999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 -3 6 -4 18 7 -1 20 -9 17 -8 13 -5 -10 -12 -17 21 -2 -15 -6 -11
right_child=1 2 4 12 8 -7 11 9 14 10 15 -13 -14 19 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=0.0005001535076862969 0.00051665541920737181 -4.7850509939038313e-06 0.00059521834165634623 0.00073491894125299068 0.00030346018415995315 0.00041172420903471985 0.00076793456478028836 0.00055627267422856525 0.00014814268635188505 0.00079344366374589019 0.00087712462029977841 0.001002009274361317 0.00045218987744553927 0.00064961879868048495 0.00034069659107596777 0.0007279930020955063 0.00051610922922385306 0.00070046319073856136 0.00067255964529847176 0.00050555155698972932 0.00043923178637489326 0.00086815849399949588
leaf_weight=54 58 53 52 99 54 103 71 58 87 234 52 60 55 57 56 1186 60 80 102 95 90 129
leaf_count=54 58 53 52 99 54 103 71 58 87 234 52 60 55 57 56 1186 60 80 102 95 90 129
internal_value=0 0.000396594 0.000302777 0.000720842 0.000350966 0.000536293 0.000739872 0.00073027 0.000306588 0.000737158 0.000743164 0.000875413 0.000597349 0.000629016 0.000223795 0.000724227 0.000717818 0.000798568 0.000616265 0.000559809 0.000388562 0.000820092
internal_weight=0 655 392 2290 339 263 1984 1853 287 1799 1741 131 306 251 143 1298 1246 443 160 152 144 363
internal_count=2945 655 392 2290 339 263 1984 1853 287 1799 1741 131 306 251 143 1298 1246 443 160 152 144 363
is_linear=0
shrinkage=0.0032998


Tree=9132
num_leaves=30
num_cat=0
split_feature=1 1 16 2 1 151 10 2 3 15 2 15 16 16 14 16 16 3 16 15 160 2 16 16 403 15 15 3 1
split_gain=7.54692 1.27023 0.715065 0.641389 0.607 0.515716 0.413837 0.341473 0.617642 0.327806 0.193339 0.172146 0.17154 0.107954 0.0979627 0.132752 0.0949878 0.0921414 0.0824536 0.0842955 0.0823634 0.0775491 0.073424 0.0660897 0.0524052 0.0510773 0.046882 0.0332342 0.0313416
threshold=0.10398500000000001 0.13074500000000003 0.10923000000000001 0.11741500000000001 0.088965000000000002 -0.00016499999999999997 -0.088499999999999981 0.10584500000000001 -0.021559999999999996 -0.18498499999999998 0.097005000000000022 -0.060199999999999997 -0.013819999999999997 -0.031234999999999999 0.076450000000000004 -0.14006999999999997 0.19384500000000002 -0.071844999999999978 -0.079854999999999982 -0.0058149999999999999 -0.00067499999999999993 0.13018000000000005 -0.074904999999999985 -0.20132999999999998 -0.082179999999999989 -0.040769999999999994 0.089255000000000015 -0.081864999999999979 0.11860000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 10 12 -3 8 -2 -8 14 28 -6 17 15 23 24 22 26 -20 -15 -5 27 -1 -12 -26 -17 -7 -9
right_child=1 6 -4 21 5 13 9 11 -10 -11 16 -13 -14 20 -16 18 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30
leaf_value=0.00095112374293523396 0.00089606117764786818 8.0239178010359845e-05 0.00087341595214113904 0.00076916427235306862 0.00049424016288713375 0.0010023234865306847 0.00027866948490247977 0.00049204624065368101 0.00042854197266290703 0.0005716710983611409 0.00083687955713433813 0.00030685088472905657 0.00076543621964608938 0.00086111334167849728 0.0011062673235095709 0.0010400331897012362 0.00080318586271179359 0.00073141414772247781 0.00093252001716197003 0.0010063780347316189 0.0010302030785508684 0.00059173443143147801 0.00078285971408733723 0.00077866691204674489 0.0009007202925299995 0.0010188435091832546 0.00093948837626198754 0.00087754332790777423 0.00059798753564969758
leaf_weight=53 71 56 103 61 52 54 95 96 55 75 53 52 52 54 77 413 90 58 375 349 90 53 52 52 87 92 67 56 52
leaf_count=53 71 56 103 61 52 54 95 96 55 75 53 52 52 54 77 413 90 58 375 349 90 53 52 52 87 92 67 56 52
internal_value=0 0.000527579 0.000633138 0.0009294 0.000942084 0.000836254 0.000327048 0.000557114 0.000692265 0.000408142 0.000971062 0.000471792 0.000630177 0.000895036 0.000988236 0.000981266 0.000897029 0.000847747 0.000991284 0.000968172 0.000967039 0.000686984 0.000889179 0.000866052 0.000933282 0.000961628 0.00102607 0.000939119 0.000529507
internal_weight=0 655 429 2290 2176 468 226 326 126 170 1708 200 104 364 1386 1309 322 220 1204 724 144 114 162 105 232 179 480 110 148
internal_count=2945 655 429 2290 2176 468 226 326 126 170 1708 200 104 364 1386 1309 322 220 1204 724 144 114 162 105 232 179 480 110 148
is_linear=0
shrinkage=0.0032998


Tree=9133
num_leaves=30
num_cat=0
split_feature=1 52 3 2 2 1 150 1 12 52 13 12 4 1 13 4 1452 1 4 4 4 2 150 52 401 130 4 13 3
split_gain=3.30467 0.591321 0.406921 0.429659 0.374612 0.315138 0.326676 0.264198 0.180924 0.17744 0.137787 0.128308 0.121826 0.110358 0.0936704 0.0840476 0.0797703 0.0707118 0.0677273 0.110227 0.0881364 0.0583928 0.0579077 0.13442 0.0566612 0.0589785 0.0362312 0.018805 0.0103329
threshold=0.10398500000000001 -0.24841999999999997 -0.036264999999999992 0.10523 0.11702000000000001 0.088885000000000006 1.0000000180025095e-35 0.12448500000000001 0.091545000000000015 0.056265000000000009 -0.0073899999999999999 0.092395000000000019 -0.27577999999999997 0.13654500000000003 0.036560000000000002 0.053925000000000008 0.086470000000000005 0.09227500000000001 -0.0064399999999999987 -0.082199999999999981 0.056640000000000003 0.13018000000000005 0.085845000000000019 -0.023474999999999996 0.082755000000000009 0.099045000000000008 -0.057674999999999997 -0.069874999999999979 -0.078484999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 28 5 8 10 22 12 13 11 17 -1 -9 -12 24 18 -7 19 -14 -20 -6 23 -4 25 26 -10 -13 -3
right_child=1 2 7 -5 21 6 -8 9 15 -11 14 27 16 -15 -16 -17 -18 -19 20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00080874533780818435 0.00060290659998582475 0.00061848085566392418 0.00026287523840321853 0.00026982714379478916 0.00050392615371757938 0.00054342100801368356 0.00037951196336631073 0.0002142032475453759 0.00063752608257955888 0.0003248349461473777 0.00076433340906835651 0.00068389427200125138 0.00068554096915636313 2.6491337268010419e-05 0.00058823248760172934 0.00048288912620478622 0.00078275804795559863 0.00038557549456831429 0.00073707305662184532 0.00060542138349490367 0.00061305976471889183 0.00035333491746462631 0.00025114580879783928 0.00048736496105905737 0.00050786594897608199 0.00072688196675617573 0.00055751386211057904 0.00058593256219424087 0.00054167078501205922
leaf_weight=68 89 52 55 92 66 78 96 58 183 55 72 52 336 84 66 67 60 55 212 459 95 53 54 64 53 58 109 52 52
leaf_count=68 89 52 55 92 66 78 96 58 183 55 72 52 336 84 66 67 60 55 212 459 95 53 54 64 53 58 109 52 52
internal_value=0 0.000352449 0.000313004 0.000434808 0.000618395 0.000628313 0.000552281 0.000248385 0.000649358 0.000165408 0.000596416 0.000547385 0.000670623 0.00010341 0.000680367 0.000593632 0.00066251 0.000478411 0.000655931 0.000639328 0.000698812 0.000437152 0.00034267 0.000383905 0.000611955 0.000627617 0.000607779 0.000635252 0.000580415
internal_weight=0 655 566 196 2290 2171 471 370 1700 197 375 237 1230 142 138 470 1162 133 1102 795 307 119 173 119 403 350 292 104 104
internal_count=2945 655 566 196 2290 2171 471 370 1700 197 375 237 1230 142 138 470 1162 133 1102 795 307 119 173 119 403 350 292 104 104
is_linear=0
shrinkage=0.0032998


Tree=9134
num_leaves=27
num_cat=0
split_feature=40 2 52 16 12 2 52 1454 3 1 43 52 403 16 3 3 52 1 16 11 2 12 2 403 52 2
split_gain=0.141613 0.0807626 0.0813114 0.0677708 0.158366 0.0602678 0.0563899 0.0874817 0.0803522 0.0637721 0.125579 0.0777585 0.0860234 0.0637469 0.073672 0.113708 0.0636228 0.0627104 0.0879599 0.0760283 0.0947486 0.0591568 0.0568361 0.0539808 0.0357123 0.0337212
threshold=1.0000000180025095e-35 0.11666500000000002 -0.23047999999999999 -0.13895999999999997 -1.0000000180025095e-35 0.14253500000000002 0.008405000000000001 1.0000000180025095e-35 0.040040000000000006 0.077375000000000013 -0.070414999999999991 0.085635000000000003 -0.012799999999999999 -0.0090799999999999995 -0.086284999999999987 -0.083154999999999993 -0.015159999999999998 0.10398500000000001 0.26411500000000004 0.077905000000000016 0.084815000000000015 0.093670000000000017 -0.0098549999999999974 -0.014869999999999998 0.088785000000000017 0.08647500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 -4 -5 7 13 9 11 -11 12 -8 14 16 -16 -1 19 -19 20 -15 -18 -17 25 -25 -13
right_child=-2 2 3 5 -6 -7 8 -9 -10 10 -12 23 -14 17 15 22 21 18 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=0.0010907542601484692 -0.0025646328141899037 0.0079553938544334474 0.010873015508976009 0.00098802985927920169 -0.00064269972775616549 -0.0057650740452344171 0.013191697892158051 0.0094783727620924331 0.011919437915360501 -0.001607947769155926 0.0076560518616568159 0.00083597098424634513 0.0054644185715070496 0.0087342775834358746 -0.0041769155269335287 -0.0024942651768682629 0.010084460134730843 -0.0037130610757932403 0.0049925177407396763 0.011644696711641074 0.0034588294801267574 0.0029376655614615711 0.0032293779821830895 0.010484475246008111 0.0056195176035363746 0.0047642536041383665
leaf_weight=69 89 53 52 96 96 61 78 77 54 99 71 108 88 137 82 55 87 53 86 55 333 54 437 52 274 149
leaf_count=69 89 53 52 96 96 61 78 77 54 99 71 108 88 137 82 55 87 53 86 55 333 54 437 52 274 149
internal_value=0 0.0042398 0.00186736 0.000803549 0.00339122 -0.00162434 0.00457909 0.0039364 0.00558452 0.00521033 0.00225057 0.00587971 0.00910613 0.00364046 0.00260789 0.00161664 0.00530875 0.00485693 0.0016602 0.00569988 0.00500039 0.00736013 0.00258589 0.00495796 0.00640103 0.00312045
internal_weight=0 2856 358 305 148 157 2498 1525 973 919 170 749 166 1448 784 574 210 664 139 525 470 141 492 583 326 257
internal_count=2945 2856 358 305 148 157 2498 1525 973 919 170 749 166 1448 784 574 210 664 139 525 470 141 492 583 326 257
is_linear=0
shrinkage=0.16829


Tree=9135
num_leaves=30
num_cat=0
split_feature=3 16 3 2 158 16 42 13 51 3 4 156 1429 403 1212 1429 42 3 42 4 3 3 4 13 13 16 13 43 3
split_gain=0.190047 0.142761 0.176166 0.148986 0.11461 0.110505 0.102437 0.154078 0.0936498 0.147286 0.115981 0.0854396 0.167499 0.0815527 0.123432 0.0792926 0.07747 0.0748805 0.0596696 0.0507661 0.124878 0.0779676 0.0478289 0.0435679 0.0424001 0.0370913 0.0318502 0.0301093 0.0162437
threshold=0.35004500000000011 -0.092354999999999979 -0.14884499999999998 0.097005000000000022 0.078875000000000015 -0.44388499999999992 -1.0000000180025095e-35 -0.083574999999999997 -0.098264999999999977 -0.091364999999999988 0.043640000000000005 0.086995000000000017 0.083715000000000026 -0.11175999999999998 0.023465000000000003 0.083715000000000026 0.091005000000000016 -0.080654999999999991 0.089840000000000017 -0.0026499999999999996 -0.034509999999999992 -0.024819999999999998 -0.0086549999999999978 -0.049204999999999992 -0.0085449999999999988 0.057265000000000003 -0.0072149999999999992 -0.064539999999999986 0.0035100000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 5 28 24 17 10 -10 -5 12 13 14 16 25 -3 -8 22 21 -21 -15 26 -6 -7 -13 -11 -20 -4
right_child=-2 3 4 8 23 6 7 -9 9 18 -12 15 -14 19 -16 -17 -18 -19 27 20 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.008750040305664843 -0.0054060531225785212 0.0023227091559293554 0.004918320191284767 0.0097235381035988677 0.0085134381727714117 0.0055450012220156315 -0.0055617143230063488 -0.0090552009383436174 -0.0047640019436982241 0.0032178126979324809 0.00031573649195837882 0.0071939686946852453 0.012831023094889397 0.0045193739304559746 0.01535081265264949 -0.0023770649417316088 0.0097737143178772776 0.0024567103311710255 0.0019549173899485782 0.0038111237086001651 0.012870403791183678 -0.0011372889537784598 0.0012350067534748191 0.0019050352534956871 -0.0010464289326575843 0.0013286283701588167 0.0085986710804843176 -0.0036600340441257611 0.0013406502348716146
leaf_weight=85 67 84 82 86 60 53 52 102 103 58 66 68 87 798 52 75 76 90 56 120 68 75 98 55 57 57 71 52 67
leaf_count=85 67 84 82 86 60 53 52 102 103 58 66 68 87 798 52 75 76 90 56 120 68 75 98 55 57 57 71 52 67
internal_value=0 0.0036511 0.00156523 0.0043323 0.000574118 -0.000518446 -0.00213982 -0.00406449 0.00204929 0.000795497 0.00565039 0.00519459 0.00567288 0.00518227 0.00820635 0.00193321 0.00587317 -0.000466962 0.0025102 0.00457633 0.00709744 0.00403135 0.00406063 0.00536852 0.00211311 0.00453375 0.0061933 -0.000731943 0.00332163
internal_weight=0 2853 703 2150 618 503 354 244 590 438 152 1560 1360 1273 212 200 160 142 335 1061 188 873 227 115 110 125 129 108 149
internal_count=2920 2853 703 2150 618 503 354 244 590 438 152 1560 1360 1273 212 200 160 142 335 1061 188 873 227 115 110 125 129 108 149
is_linear=0
shrinkage=0.16829


Tree=9136
num_leaves=18
num_cat=0
split_feature=4 123 3 12 3 1447 0 0 12 51 4 3 12 124 16 159 160
split_gain=5.92019 2.23168 1.35726 0.768045 0.652017 0.407172 0.405698 0.35817 0.332801 0.687441 0.45283 0.329499 0.205459 0.18437 0.161447 0.137574 0.103003
threshold=0.31392000000000003 1.0000000180025095e-35 0.18595000000000003 0.11878500000000002 0.31819000000000003 -0.079709999999999989 -0.105195 -0.011064999999999998 0.056995000000000011 -0.097124999999999989 -0.15366499999999997 -0.081224999999999978 0.08598500000000002 -0.082024999999999987 -0.095564999999999983 -0.085164999999999977 -0.019279999999999995
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 6 15 -2 -8 9 -7 -11 12 -10 -3 -13 -1 -17
right_child=4 13 -4 -5 -6 8 7 -9 11 10 -12 14 -14 -15 -16 16 -18
leaf_value=0.001232054436206508 0.00068568048347863542 0.00045439926748997789 0.00043133895938734601 0.00067730455036620161 0.0001339369392322606 0.00112647012266797 0.00029124128415907222 0.00061451949099146331 0.0010797243324998608 0.0010487262631125259 0.00069967717285072473 0.00081003037590153212 0.00098183978442914792 0.00069354915250102625 0.00094431877322085516 0.00095736865298824106 0.0011493647828523033
leaf_weight=74 99 99 54 100 59 81 98 61 353 52 192 125 759 56 528 68 62
leaf_count=74 99 99 54 100 59 81 98 61 353 52 192 125 759 56 528 68 62
internal_value=0 0.000925535 0.000949866 0.000961548 0.00044769 0.000973923 0.000519303 0.000415488 0.000960067 0.000862112 0.000774209 0.000978084 0.00101294 0.000541029 0.000918667 0.00111571 0.00104921
internal_weight=0 2603 2448 2394 317 2294 258 159 2090 325 244 1765 1112 155 653 204 130
internal_count=2920 2603 2448 2394 317 2294 258 159 2090 325 244 1765 1112 155 653 204 130
is_linear=0
shrinkage=0.0032998


Tree=9137
num_leaves=30
num_cat=0
split_feature=1 16 2 3 158 159 16 42 2 12 51 3 4 156 51 52 1 42 3 403 2 1455 16 42 4 1 12 16 151
split_gain=0.150016 0.100165 0.125889 0.113258 0.14956 0.107701 0.117345 0.123797 0.130645 0.0961091 0.0806566 0.0950469 0.0750924 0.0615048 0.102402 0.0751922 0.157878 0.139368 0.0761636 0.0702935 0.0584818 0.0447516 0.0414291 0.040667 0.0531985 0.0368685 0.0321678 0.0278371 0.0123317
threshold=0.14860500000000001 -0.092969999999999983 0.097005000000000022 -0.14884499999999998 0.078875000000000015 -1.0000000180025095e-35 -0.42170999999999997 -0.071309999999999985 0.087750000000000009 0.085495000000000015 -0.098264999999999977 -0.095259999999999997 0.043640000000000005 0.088735000000000022 -0.097124999999999989 0.09253500000000002 0.080545000000000019 0.087220000000000006 -0.115685 -0.5335399999999999 0.092725000000000016 0.077610000000000012 -0.055004999999999991 0.095150000000000012 -0.0086549999999999978 0.10135500000000001 0.094195000000000015 -0.032699999999999993 -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 3 13 -1 5 -5 20 -8 -9 -6 12 -12 -4 15 -15 18 17 -17 -3 -20 -7 -21 -19 24 25 -13 -18 -26 -22
right_child=-2 2 10 4 9 6 7 8 -10 -11 11 23 -14 14 -16 16 26 22 19 21 28 -23 -24 -25 27 -27 -28 -29 -30
leaf_value=0.007786771993083883 -0.0045101207400799022 0.011359130352742441 0.0088200474846453006 0.0057644604473738523 0.010863395292751502 -0.0023713832019159544 0.0037938052739983638 -0.0012287272422012061 -0.0098806700946081627 0.0012640909124680153 -0.0035455105334108324 0.003408274010795687 0.0012051469200492252 0.0058071399292973572 -0.003468502139630722 -0.0066304497150663734 0.011044141697550362 7.8014699075748924e-05 0.011218147867566763 0.005014668120728546 0.0027260853991730219 0.0096116662646763135 0.0066737689238220059 -0.0007880091782128787 0.0033834538093022544 0.0089253083157265697 0.0050314861220681403 -0.0019670342015824724 0.0063282078440531657
leaf_weight=83 64 71 86 74 65 52 52 103 96 55 99 93 65 75 61 62 52 55 61 960 60 65 54 86 53 56 52 57 53
leaf_count=83 64 71 86 74 65 52 52 103 96 55 99 93 65 75 61 62 52 55 61 960 60 65 54 86 53 56 52 57 53
internal_value=0 0.00371607 0.00428089 0.00195055 0.00115349 -0.000146967 -0.00120284 -0.00349731 -0.00541156 0.00647869 0.00219138 0.00104373 0.00555401 0.00507264 0.00163353 0.00539801 0.00288404 -0.000250412 0.00599398 0.00564157 0.00227666 0.00530794 0.00336212 0.00236586 0.00342002 0.00549385 0.00805509 0.000594596 0.00443148
internal_weight=0 2856 2163 693 610 490 416 251 199 120 595 444 151 1568 136 1432 275 171 1157 1086 165 1025 109 345 259 149 104 110 113
internal_count=2920 2856 2163 693 610 490 416 251 199 120 595 444 151 1568 136 1432 275 171 1157 1086 165 1025 109 345 259 149 104 110 113
is_linear=0
shrinkage=0.16829


Tree=9138
num_leaves=12
num_cat=0
split_feature=9 10 402 402 480 1375 47 9 41 402 43
split_gain=0.14906 0.0948203 0.0815904 0.082023 0.0690368 0.0659701 0.0542712 0.0542536 0.0717735 0.0461434 0.0161558
threshold=-1.0000000180025095e-35 -0.097169999999999992 0.095250000000000015 0.10530000000000002 0.10099500000000002 -0.083119999999999986 0.12132000000000003 0.082325000000000023 0.079160000000000008 0.11367500000000001 -0.011814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 -3 7 8 -7 -5 -11
right_child=1 2 3 9 -6 6 -8 -9 -10 10 -12
leaf_value=-0.0036790305670051922 -0.0030818443448772507 0.0071969833207135032 0.012286306847529252 0.0006195553749397529 0.0080158944998654155 0.0026090185957240541 0.0070562432732008311 0.0068451178849392325 -0.0019524217212363722 0.0085226993379920769 0.0043918363503838466
leaf_weight=93 67 97 52 56 77 2103 79 81 102 59 54
leaf_count=93 67 97 52 56 77 2103 79 81 102 59 54
internal_value=0 0.00315979 0.00331196 0.00642068 0.00304066 0.00288433 0.00270669 0.00255559 0.0023972 0.00460525 0.00656456
internal_weight=0 2827 2760 221 2539 2462 2365 2286 2205 169 113
internal_count=2920 2827 2760 221 2539 2462 2365 2286 2205 169 113
is_linear=0
shrinkage=0.16829


Tree=9139
num_leaves=29
num_cat=0
split_feature=1 3 1 3 15 40 1 2 47 2 150 1447 1 3 3 11 13 484 1447 1456 2 2 42 159 1 3 1 2
split_gain=6.12344 1.39943 0.64957 0.565777 0.44618 0.247389 0.39884 0.225156 0.224055 0.218428 0.217086 0.176083 0.168436 0.165346 0.180647 0.152338 0.139776 0.103721 0.10824 0.128185 0.0863662 0.196116 0.134279 0.128183 0.202341 0.0824758 0.0509633 0.0222624
threshold=0.10398500000000001 -0.063264999999999988 0.15099500000000002 -0.081224999999999978 -0.10328999999999998 -0.0091899999999999985 0.084815000000000015 0.10085000000000001 1.0000000180025095e-35 0.12299 0.087865000000000013 -0.064264999999999989 0.117245 0.040040000000000006 0.15217000000000003 1.0000000180025095e-35 -0.0096349999999999977 0.085515000000000022 -0.085644999999999985 -0.080654999999999991 0.087665000000000007 0.079770000000000021 0.084535000000000013 0.085545000000000024 0.087225000000000011 -0.092954999999999996 0.10956 0.085835000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 8 7 -2 6 -5 10 13 11 15 -7 26 16 -15 17 -3 18 -1 -20 21 22 -13 24 -22 -9 -6 -23
right_child=1 2 -4 5 12 9 -8 25 -10 -11 -12 20 -14 14 -16 -17 -18 -19 19 -21 23 27 -24 -25 -26 -27 -28 -29
leaf_value=0.00106289791991525 0.00045828990737277025 0.00036744300140398637 1.792110864461423e-05 0.00082576265139266568 0.00078152667229994428 0.00097152064102087508 0.00045540549697378144 0.00069042448780157488 0.00054756199160053076 0.00059021772002085541 0.00074780892098708996 0.00064992482220969233 0.00062957634823607102 0.00058116829220539472 0.00033271018239081887 0.0010537643657117241 0.00015608118300143434 0.00078142325103373032 0.0010665529194904774 0.0008932021690136908 0.00077625595005820041 0.0010147818544315925 0.00083627631389408613 0.00090225517217005396 0.00056106439985119936 0.00085779110380981242 0.00093392730157945431 0.0009055759617290055
leaf_weight=53 68 90 52 65 54 72 63 82 99 52 93 61 56 61 69 84 56 73 52 736 335 52 154 69 57 58 52 52
leaf_count=53 68 90 52 65 54 72 63 82 99 52 93 61 56 61 69 84 56 73 52 736 335 52 154 69 57 58 52 52
internal_value=0 0.000476199 0.000364251 0.000838213 0.00068388 0.000780941 0.000643753 0.000886199 0.000412182 0.000800327 0.000902359 0.000813109 0.000778354 0.000363494 0.000449565 0.000916726 0.000286614 0.000904093 0.000914699 0.000904686 0.000798441 0.000841368 0.000783568 0.00076866 0.000745055 0.000760014 0.000856622 0.000960518
internal_weight=0 657 427 2263 230 1032 128 1231 375 904 1091 852 162 276 130 998 146 914 841 788 780 319 215 461 392 140 106 104
internal_count=2920 657 427 2263 230 1032 128 1231 375 904 1091 852 162 276 130 998 146 914 841 788 780 319 215 461 392 140 106 104
is_linear=0
shrinkage=0.0032998


Tree=9140
num_leaves=11
num_cat=0
split_feature=1 34 1348 48 149 1208 1453 16 1186 1
split_gain=0.148652 0.119033 0.109023 0.0659071 0.0729165 0.0665673 0.0606556 0.0573635 0.0526579 0.029399
threshold=0.15028500000000003 -0.082914999999999989 0.084895000000000012 0.10145000000000001 0.078645000000000007 0.097375000000000003 -0.075794999999999987 0.0097750000000000007 0.084100000000000022 0.092755000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 9 -8 -5
right_child=-2 2 -4 7 -6 -7 8 -9 -10 -11
leaf_value=0.0092426667264152492 -0.005491222693104458 -0.0010859082586377846 -0.0044266816306720788 0.0013606108054198453 0.0094965243020325319 -0.0022133710289419543 0.0036282276440287014 0.0048673460594603427 -0.00080218365171958893 -0.0033554220432488904
leaf_weight=87 58 85 56 62 53 63 2211 55 78 93
leaf_count=87 58 85 56 62 53 63 2211 55 78 93
internal_value=0 0.00310427 0.00290984 0.00306268 0.00330418 0.00316878 0.00331236 0.000190513 0.00347647 -0.00145742
internal_weight=0 2843 2756 2700 2490 2437 2374 210 2289 155
internal_count=2901 2843 2756 2700 2490 2437 2374 210 2289 155
is_linear=0
shrinkage=0.16829


Tree=9141
num_leaves=25
num_cat=0
split_feature=1 3 4 43 3 4 3 0 12 1453 0 160 1 15 0 12 484 160 1 0 3 1 16 133
split_gain=5.86882 1.04673 0.957478 0.536637 0.535297 0.505979 0.409792 0.313653 0.27488 0.230244 0.200058 0.193781 0.267079 0.243331 0.24681 0.184059 0.142801 0.135319 0.13014 0.1211 0.0894872 0.0674021 0.0427035 0.0300829
threshold=0.10921500000000002 -0.064349999999999991 0.31392000000000003 -0.085154999999999995 0.28833000000000003 0.31392000000000003 -0.072649999999999978 -0.14920999999999998 0.081685000000000021 -0.075794999999999987 -0.12851999999999997 0.085305000000000006 0.088735000000000022 -0.089604999999999976 -0.085824999999999985 0.088965000000000002 0.057010000000000005 -0.090189999999999979 1.0000000180025095e-35 -0.074679999999999983 0.11269500000000002 0.092985000000000012 0.031255000000000005 -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=2 5 6 -3 19 -2 7 -1 -9 -10 -6 13 -13 23 -15 17 -17 -11 22 20 -5 -20 -16 -8
right_child=1 3 -4 4 10 -7 11 8 9 15 -12 12 -14 14 18 16 -18 -19 21 -21 -22 -23 -24 -25
leaf_value=0.0011078305190411592 0.00082407740161194974 7.1092899238882511e-05 0.00038699448669769206 0.00033465327082541426 8.5709879231736884e-05 0.00044213745363680873 0.0008550617148764477 0.00061834331408575202 0.00066267751579299802 0.0010028035077921829 0.0003658075511658945 0.00081294090865576517 0.00049263496370531232 0.00058950065235013871 0.00078210747452493311 0.00084607294819832347 0.00066532706601467003 0.00088605150329253363 0.00096398754850197141 0.00060412480856934293 0.00053032433160389711 0.00080407315683197372 0.00066504100150272048 0.00096947353754329199
leaf_weight=56 92 65 53 52 58 65 53 53 62 137 54 53 63 84 83 726 53 638 56 84 53 70 69 69
leaf_count=56 92 65 53 52 58 65 53 53 62 137 54 53 63 84 83 726 53 638 56 84 53 70 69 69
internal_value=0 0.000440539 0.000826783 0.000343655 0.000402396 0.000666174 0.000836793 0.000862785 0.000854542 0.000862267 0.000221072 0.000762008 0.000639285 0.000791348 0.000747873 0.000870207 0.000833821 0.000906736 0.0007956 0.000509662 0.000433756 0.000875426 0.000729197 0.000920059
internal_weight=0 523 2378 366 301 157 2325 1725 1669 1616 112 600 116 484 362 1554 779 775 278 189 105 126 152 122
internal_count=2901 523 2378 366 301 157 2325 1725 1669 1616 112 600 116 484 362 1554 779 775 278 189 105 126 152 122
is_linear=0
shrinkage=0.0032998


Tree=9142
num_leaves=14
num_cat=0
split_feature=12 1348 15 12 10 1210 159 14 15 52 159 2 15
split_gain=0.0978616 0.0747041 0.0569164 0.0919178 0.0582994 0.0544865 0.0531637 0.104519 0.0984611 0.132288 0.0807589 0.0433948 0.0291405
threshold=0.14472000000000004 0.084895000000000012 -0.2987999999999999 -0.09552999999999999 -0.084514999999999993 -0.13847499999999999 0.087175000000000016 0.073890000000000011 -0.011484999999999999 -0.092084999999999986 0.0043550000000000004 0.10362500000000001 -0.46772999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 -6 7 10 11 -10 -7 -8 -5
right_child=-2 -3 4 12 5 6 8 -9 9 -11 -12 -13 -14
leaf_value=-0.0055311526329458842 -0.0038090700061269955 -0.0028540979702059632 0.008414544401819218 0.0053260100667610593 -0.0019010127181191131 0.0033306487587085329 0.00584697591976472 0.010586337549341816 0.0034582132180151002 -0.0079545495557949292 0.0082910109268584543 -1.8567569909405923e-05 0.00058558632221738876
leaf_weight=52 58 57 67 66 54 2025 110 62 55 60 98 52 85
leaf_count=52 58 57 67 66 54 2025 110 62 55 60 98 52 85
internal_value=0 0.00316014 0.00328383 0.000559958 0.0034972 0.00336554 0.00348179 0.00376065 0.00127557 -0.00248065 0.00356047 0.00395312 0.00266946
internal_weight=0 2843 2786 203 2583 2516 2462 2185 277 115 2123 162 151
internal_count=2901 2843 2786 203 2583 2516 2462 2185 277 115 2123 162 151
is_linear=0
shrinkage=0.16829


Tree=9143
num_leaves=28
num_cat=0
split_feature=3 13 160 1375 160 160 1 1 16 52 156 52 3 1212 12 12 49 133 159 403 42 3 52 16 13 52 42
split_gain=0.108866 0.0791763 0.147522 0.111101 0.0928867 0.0813891 0.131846 0.106952 0.0976459 0.0734444 0.0701984 0.0750435 0.0722483 0.0607602 0.0601861 0.0754142 0.0893521 0.057608 0.0538806 0.0496593 0.049471 0.0456314 0.0679988 0.0467318 0.0376385 0.0291065 0.0287202
threshold=0.28833000000000003 -0.083514999999999992 -0.089599999999999985 -0.072014999999999982 -0.52850499999999989 -0.077814999999999981 0.10985500000000002 0.083065000000000014 0.0060400000000000011 0.0054700000000000009 0.087080000000000005 -0.077114999999999975 -0.086424999999999988 0.043065000000000006 -0.083979999999999985 0.086155000000000023 -0.06017999999999999 0.085785000000000014 0.090175000000000019 -0.44221499999999997 0.087065000000000017 -0.027864999999999997 0.084285000000000013 0.0054050000000000009 -0.0096349999999999977 0.13759500000000005 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 2 2 2
left_child=1 2 4 -3 -1 6 7 8 25 -9 11 26 -13 17 24 21 -17 -14 -2 -18 -6 22 -16 -23 -7 -5 -4
right_child=18 3 10 5 20 14 -8 9 -10 -11 -12 12 13 -15 15 16 19 -19 -20 -21 -22 23 -24 -25 -26 -27 -28
leaf_value=0.0025209919271148543 -0.0054504249342666082 -0.0052791218781089834 0.0049320501494600497 0.0046077165281397407 0.008064528036856566 0.0021508236277950551 -0.0073294104310023282 0.001397225663182348 -0.006576058107957152 0.01021929509302451 -0.0023716807191585315 -0.0020780733430944948 0.0031873329011797374 -0.0009585013759747953 0.0097143855060897559 -0.0043650063890661242 -0.00053926654228276204 0.0088482066959959162 0.0016423391162995037 0.0031884587571472476 0.015035242232503871 0.0019527393820023486 0.0024616977547259186 0.0068491925970440059 -0.0042113012762609141 -0.00039096483859647345 0.010174881771229893
leaf_weight=52 70 55 72 55 69 53 57 55 59 53 63 80 194 67 110 52 113 70 53 908 52 162 56 85 52 81 53
leaf_count=52 70 55 72 55 69 53 57 55 59 53 63 80 194 67 110 52 113 70 53 908 52 162 56 85 52 81 53
internal_value=0 0.00272925 0.00418002 0.00217003 0.00851428 0.00238095 9.07386e-05 0.00149254 -0.000852468 0.00574321 0.00292523 0.00355117 0.00244636 0.00354531 0.00289803 0.00317346 0.00242648 0.00469513 -0.00237959 0.00277413 0.0110751 0.00510981 0.00727852 0.00364503 -0.000982833 0.00161735 0.00716938
internal_weight=0 2778 772 2006 173 1951 360 303 195 108 599 536 411 331 1591 1486 1073 264 123 1021 121 413 166 247 105 136 125
internal_count=2901 2778 772 2006 173 1951 360 303 195 108 599 536 411 331 1591 1486 1073 264 123 1021 121 413 166 247 105 136 125
is_linear=0
shrinkage=0.16829


Tree=9144
num_leaves=19
num_cat=0
split_feature=4 15 4 16 1375 9 402 475 1 3 43 15 16 49 4 1 160 15
split_gain=0.139611 0.107704 0.118507 0.0835727 0.08879 0.0715714 0.0669796 0.0617085 0.057002 0.055699 0.0478532 0.0777307 0.0870853 0.052421 0.0521714 0.0436644 0.0502395 0.0303559
threshold=0.6224900000000001 -0.46645999999999993 0.31392000000000003 -0.086909999999999987 -0.083119999999999986 0.037245000000000007 0.13174500000000003 0.037885000000000009 0.11181500000000001 0.0035100000000000005 -0.0088649999999999996 0.085915000000000019 -0.20132999999999998 0.093510000000000024 -0.0060699999999999999 0.085780000000000009 -0.11500999999999999 0.088965000000000002
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 10 -5 6 7 -6 -4 -10 13 12 -12 15 -14 16 -3 -13
right_child=-2 2 8 4 5 -7 -8 -9 9 -11 11 17 14 -15 -16 -17 -18 -19
leaf_value=0.0095762868007472426 -0.0059354262409692087 0.0095727635980134822 -0.0066334682698908536 -0.0045408017665525364 0.0018213959503016396 0.0081338675084626239 -0.0038178877657124265 0.0068324235181899421 0.003180138789553884 -0.0036333674980392663 0.0061008112544526007 0.0091788339827000992 -0.0038482464613720669 0.00063606527670490443 0.0017260236570863581 0.0099360352214778111 0.0033955900252838731 0.0039208359859836568
leaf_weight=56 60 52 53 60 1641 53 57 73 70 66 70 53 88 53 103 75 138 80
leaf_count=56 60 52 53 60 1641 53 57 73 70 66 70 53 88 53 103 75 138 80
internal_value=0 0.00225991 0.00211215 0.00240867 0.00181991 0.00203013 0.00184645 0.00203587 -0.00195114 -0.000113206 0.00396405 0.00271556 0.00101989 0.00550528 -0.00083282 0.00647234 0.00509564 0.00602964
internal_weight=0 2841 2785 2596 1884 1824 1771 1714 189 136 712 394 261 318 191 265 190 133
internal_count=2901 2841 2785 2596 1884 1824 1771 1714 189 136 712 394 261 318 191 265 190 133
is_linear=0
shrinkage=0.16829


Tree=9145
num_leaves=20
num_cat=0
split_feature=157 157 15 1447 130 15 130 11 148 132 403 130 1213 3 133 157 156 49 49
split_gain=0.145268 0.150803 0.263818 0.134569 0.113903 0.0802999 0.079817 0.0918587 0.0771191 0.0746546 0.0525512 0.051983 0.0633583 0.0500517 0.0496049 0.0481664 0.0375607 0.024129 0.00946056
threshold=-0.087349999999999997 -0.074254999999999988 -0.0044499999999999991 -0.064864999999999992 0.006490000000000001 0.087885000000000019 -0.054004999999999991 0.089795000000000014 -0.071414999999999992 -0.054994999999999995 -0.083919999999999981 0.10269000000000002 -0.0074849999999999995 -0.082274999999999987 -0.011334999999999998 -0.079379999999999992 0.085860000000000006 -1.0000000180025095e-35 0.085350000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 15 10 6 11 14 8 -8 -10 -3 12 -6 -12 -5 17 -1 -2 -14
right_child=1 3 -4 4 5 -7 7 -9 9 -11 13 -13 18 -15 -16 -17 -18 -19 -20
leaf_value=0.0039475354599451933 0.0040341684871558663 0.0097795292940256861 -0.013684386631107427 0.00095824478666720113 -0.00065305052838216307 0.008394562698335965 0.0051764769785387407 -0.0057553217824225242 -0.0049983209785801419 0.00035912947450588236 -0.00014748970619032095 -0.0012751876798131367 0.0047270815938622703 0.0061093618139426613 0.0071164487488313841 -0.0043218494806899566 0.0091966001192374455 -0.0008225469967722734 0.0080403210254698845
leaf_weight=100 64 56 53 72 54 82 90 72 77 1692 58 78 53 94 78 52 65 52 53
leaf_count=100 64 56 53 72 54 82 90 72 77 1692 58 78 53 94 78 52 65 52 53
internal_value=0 0.000886654 -0.00333209 0.0012447 0.000888065 0.00384468 0.000432556 0.000141108 0.000370446 0.000124918 0.00535279 0.00226952 0.0040088 0.00371006 0.00417249 -5.54871e-05 0.00602624 0.00184153 0.00640065
internal_weight=0 2830 221 2609 2401 320 2081 1931 1859 1769 208 238 160 152 150 168 165 116 106
internal_count=2995 2830 221 2609 2401 320 2081 1931 1859 1769 208 238 160 152 150 168 165 116 106
is_linear=0
shrinkage=0.16829


Tree=9146
num_leaves=22
num_cat=0
split_feature=1455 0 160 1 1 12 48 393 0 0 13 1 15 12 0 133 43 12 3 483 159
split_gain=0.103796 0.150661 0.0969126 0.0894703 0.144038 0.186575 0.106168 0.0789778 0.0770745 0.0733021 0.148748 0.134938 0.0604015 0.0702361 0.0510922 0.123047 0.0850978 0.0764628 0.0560287 0.0375735 0.0378291
threshold=0.083760000000000015 -0.079794999999999991 -0.54243999999999992 0.080320000000000016 0.086285000000000014 0.079335000000000017 0.10656000000000002 0.083525000000000016 -0.10462499999999998 -0.12851999999999997 -0.15941999999999998 0.13130500000000003 -0.018024999999999996 -0.083979999999999985 -0.09633499999999999 -0.0063799999999999994 -0.078409999999999994 0.084065000000000015 -0.086424999999999988 -0.0037249999999999996 -0.08867499999999999
decision_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 7 5 -5 9 14 -8 12 -11 -12 13 -6 15 -4 -17 18 -16 -19 -21
right_child=1 -3 3 4 6 -7 8 -9 -10 10 11 -13 -14 -15 17 16 -18 19 -20 20 -22
leaf_value=0.0074949273892492927 -0.0079488257598861311 0.0021895286468193872 -0.004949318876363849 0.0014535824439062626 -0.0058854431385819512 -0.012332601553093578 0.0091983974258379904 0.0072373595895321441 0.00079152962699748466 0.0091601318838841084 0.0010753474721045171 -0.0050965977916946834 -0.007605133981886069 0.0012798878159255573 0.0022235327774253904 -0.0015743070168791954 0.0079407589933251279 0.0058537375179477944 0.0085875038725168589 0.0050527022091120246 0.0010008132435464275
leaf_weight=68 87 79 101 53 58 58 66 77 59 56 703 117 53 116 76 52 54 55 83 71 853
leaf_count=68 87 79 101 53 58 58 66 77 59 56 703 117 53 116 76 52 54 55 83 71 853
internal_value=0 -0.00311312 0.00121418 0.00105885 7.0212e-05 -0.00573382 0.000596307 0.00198851 0.00524473 6.78851e-05 0.000767848 0.000192525 -0.00262538 -0.00109823 0.00168668 -0.000738861 0.00325604 0.00212946 0.00555691 0.00157097 0.0013141
internal_weight=0 166 2829 2761 1339 111 1228 1422 125 1103 876 820 227 174 1345 207 106 1138 159 979 924
internal_count=2995 166 2829 2761 1339 111 1228 1422 125 1103 876 820 227 174 1345 207 106 1138 159 979 924
is_linear=0
shrinkage=0.16829


Tree=9147
num_leaves=25
num_cat=0
split_feature=4 3 123 14 4 13 49 52 52 4 160 1446 13 13 42 40 3 132 3 3 447 151 3 160
split_gain=5.05213 1.27131 0.940887 0.421002 0.375157 0.320467 0.254549 0.406569 0.215001 0.204382 0.395084 0.197648 0.166347 0.36411 0.141299 0.12511 0.12319 0.12306 0.138973 0.162852 0.0827145 0.0752838 0.0737405 0.0429774
threshold=0.31392000000000003 0.11995000000000001 1.0000000180025095e-35 -0.42227999999999993 -0.060239999999999995 0.00029500000000000007 -0.021474999999999998 -0.032354999999999988 -0.084674999999999986 0.046185000000000004 -0.062634999999999982 0.083705000000000016 -0.15941999999999998 -0.071964999999999987 0.088305000000000008 -0.080749999999999975 0.30863500000000005 -0.083284999999999984 0.040040000000000006 -0.07298499999999998 1.0000000180025095e-35 -0.00099499999999999979 -0.081604999999999997 0.057440000000000012
decision_type=2 2 2 2 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 11 12 7 8 -6 20 -11 17 -5 -14 -13 -4 -3 -1 19 -19 23 -9 -12 -8
right_child=3 16 15 5 6 -7 9 21 -10 10 22 14 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=0.00095292349433772499 0.00056734700713839562 0.00053388766381389256 0.00060705640977316746 0.00047145491513112762 0.00066133402841929293 4.7918316252345008e-05 0.00081584170924371095 0.00089400703303381553 0.0003630934867991935 0.00045068080484967916 0.00088221530491197284 0.0011046972342075108 7.0753482231414812e-05 0.0004207704525029077 0.00086289453806895724 0.00040474868626942374 0.00031363524955595483 0.0008233586302077168 0.00095627597170991612 0.0006365588172828967 0.00068683440284549751 0.00071698774442901917 0.00073761237811976088 0.00089310328435403155
leaf_weight=92 68 62 100 66 55 54 579 54 52 52 53 55 58 74 55 52 52 829 82 56 52 58 181 104
leaf_count=92 68 62 100 66 55 54 579 54 52 52 53 55 58 74 55 52 52 829 82 56 52 58 181 104
internal_value=0 0.000775376 0.000790571 0.000336453 0.000806487 0.000274008 0.000766213 0.000663112 0.000516724 0.000788293 0.000712486 0.000849178 0.000335491 0.000267242 0.000984116 0.000538078 0.000433731 0.000835128 0.000823885 0.000811578 0.000817743 0.000802651 0.000770515 0.000827658
internal_weight=0 2675 2561 320 2409 252 1240 219 107 1021 286 1169 198 132 110 152 114 1059 967 885 735 112 234 683
internal_count=2995 2675 2561 320 2409 252 1240 219 107 1021 286 1169 198 132 110 152 114 1059 967 885 735 112 234 683
is_linear=0
shrinkage=0.0032998


Tree=9148
num_leaves=23
num_cat=0
split_feature=121 1447 4 4 12 150 10 400 51 3 16 16 4 3 16 16 49 484 403 3 480 16
split_gain=0.119517 0.0928283 0.0851485 0.18575 0.212547 0.121697 0.0721035 0.0583759 0.0617226 0.0903365 0.121079 0.169441 0.106017 0.148676 0.045315 0.114694 0.047451 0.0432253 0.0893154 0.033714 0.0286871 0.0161043
threshold=-0.070209999999999981 -0.064864999999999992 0.028075000000000006 0.074650000000000008 0.088930000000000023 0.11857000000000002 0.057650000000000007 1.0000000180025095e-35 -0.22681499999999996 -0.096099999999999977 0.15273500000000004 -0.0018499999999999999 -0.14595999999999995 0.094635000000000011 -0.35377499999999995 -0.10982499999999999 -0.0072349999999999992 -0.081614999999999979 -0.081224999999999992 -0.24149499999999999 -0.022539999999999998 0.18879500000000002
decision_type=2 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 7 4 -4 6 14 8 -3 10 11 -10 21 -14 16 -16 -5 -2 -19 -12 -20 -11
right_child=1 2 3 5 -6 -7 -8 -9 9 12 19 -13 13 -15 15 -17 -18 18 20 -21 -22 -23
leaf_value=0.0089049916978297654 0.0011092772533297947 0.0065831526750355362 -0.012457100756743745 -0.0014787308265620136 -0.0001382907460886041 0.0085212154866420413 -0.005895147631510422 0.0066483790026440719 -0.00097434785887434911 0.0080188452313577647 -6.3641756737253206e-05 -0.012263558014563022 0.0016566509279082949 -0.0061848738141613326 -0.0076022534587318544 0.0016648721258497806 0.0036819042056014609 0.011704615739934797 0.0061387584391845102 0.0057719778725854858 0.00081456908942171852 0.0042677715334370056
leaf_weight=59 80 62 72 70 89 53 52 61 138 69 54 52 1370 72 56 116 177 52 54 57 63 67
leaf_count=59 80 62 72 70 89 53 52 61 138 69 54 52 1370 72 56 116 177 52 54 57 63 67
internal_value=0 0.00124921 0.000960289 -0.000657451 -0.00565848 0.000875697 1.15583e-05 0.00151471 0.00135245 0.0011789 -0.00148969 -0.00407348 0.00168906 0.00126387 0.000748898 -0.00134189 0.0022121 0.00435977 0.00588783 0.00291684 0.00328724 0.0061841
internal_weight=0 2936 2687 685 161 524 471 2002 1941 1879 301 190 1578 1442 419 172 247 249 169 111 117 136
internal_count=2995 2936 2687 685 161 524 471 2002 1941 1879 301 190 1578 1442 419 172 247 249 169 111 117 136
is_linear=0
shrinkage=0.16829


Tree=9149
num_leaves=14
num_cat=0
split_feature=121 2 1210 13 400 124 484 0 483 48 12 484 133
split_gain=0.082642 0.106128 0.0715504 0.095956 0.0533066 0.0525932 0.0594247 0.0919781 0.0834558 0.0793143 0.0619648 0.0616251 0.0214077
threshold=-0.070209999999999981 0.16730000000000003 -0.079364999999999977 -0.051009999999999993 -0.084269999999999998 -0.085379999999999984 0.013080000000000003 -0.13409999999999997 0.090195000000000011 0.10656000000000002 0.092475000000000016 -0.065464999999999982 0.08517000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 12 8 -8 9 -7 -9 -10 -6
right_child=1 -3 4 -5 5 6 7 10 11 -11 -12 -13 -14
leaf_value=0.0074063725017952785 -0.0078467573553854392 -0.0060211316197372518 -0.0027218884910884798 0.0012716558689735151 -0.00421499066275098 0.0013250657017541761 -0.0027761216196421461 0.0057055435190477245 0.00016485142442695887 0.0057245697178664474 -0.00023712865733738014 -0.0069574042433084311 0.00037584205058248924
leaf_weight=59 57 59 87 76 60 1886 55 274 88 124 60 56 54
leaf_count=59 57 59 87 76 60 1886 55 274 88 124 60 56 54
internal_value=0 0.00103929 0.0011847 -0.00262273 0.0013699 0.00150456 0.00166348 0.00358049 0.00131644 0.00159737 0.00463262 -0.00259244 -0.00202463
internal_weight=0 2936 2877 133 2744 2657 2543 389 2154 2010 334 144 114
internal_count=2995 2936 2877 133 2744 2657 2543 389 2154 2010 334 144 114
is_linear=0
shrinkage=0.16829


Tree=9150
num_leaves=33
num_cat=0
split_feature=1 52 1 2 2 2 1 52 11 15 48 16 4 1 16 15 15 130 4 133 16 133 15 16 52 15 4 133 1213 15 4 42
split_gain=5.84091 1.68597 0.962127 1.10921 0.375754 0.334242 0.307844 0.256579 0.252896 0.1711 0.163631 0.15098 0.138425 0.128677 0.182064 0.159648 0.124786 0.107032 0.187864 0.0838274 0.0759835 0.0732512 0.0758475 0.0713956 0.0672361 0.0538846 0.0479614 0.0458232 0.0452532 0.039264 0.018051 0.0180266
threshold=0.10075500000000003 -0.40011499999999994 0.12500000000000003 0.10060500000000001 0.095850000000000005 -0.0050599999999999994 0.094425000000000023 -0.065394999999999995 1.0000000180025095e-35 -0.24511999999999998 0.084565000000000015 -0.41776999999999992 -0.27577999999999997 0.089745000000000019 -0.091354999999999978 0.088805000000000009 0.062230000000000008 0.086305000000000007 -0.081929999999999989 0.11841500000000001 -0.013125 0.077945 -0.094489999999999977 -0.095264999999999989 0.08869500000000001 0.090545000000000014 0.0019650000000000002 -0.0036349999999999998 -0.079954999999999984 -0.067614999999999995 -0.46195999999999998 0.090385000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 30 3 5 8 -3 12 -4 13 -5 -11 -9 -6 14 16 20 26 24 -19 21 -15 22 -14 -18 28 -26 -1 -24 -16 -23 -2 -17
right_child=1 2 7 9 6 -7 -8 11 -10 10 -12 -13 19 15 17 31 23 18 -20 -21 -22 29 27 -25 25 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.00081796744919562683 0.00094852031320144113 0.00056190457987297961 8.2369133117927797e-05 0.00055941916655367343 0.00064668080313586311 0.00087513227860349719 0.00052859631145289732 0.00025236397846853658 0.0010440824187533057 0.00022584742885756867 0.00043536561183000073 0.00043461361144023371 0.00091169642840261908 0.0006252196998728772 0.00082285295960640519 0.00081695944834170742 0.0011198778734770448 0.00062840840456457174 0.00088418127522822264 0.00072411377772490268 0.00079500608407245474 0.00084554887039671011 0.0008310880067870347 0.00095079983354364199 0.00076371876975070917 0.00088162379865015924 0.00094531834064344629 0.00071611441842479048 0.00089810773003930514 0.00097818543565025449 0.00084854464007015911 0.00090471087419295845
leaf_weight=65 52 60 53 55 60 101 52 103 91 72 96 98 60 64 118 54 60 60 69 86 58 54 79 59 112 79 81 89 579 58 52 88
leaf_count=65 52 60 53 55 60 101 52 103 91 72 96 98 60 64 118 54 60 60 69 86 58 54 79 59 112 79 81 89 579 58 52 88
internal_value=0 0.000508952 0.000445336 0.000549656 0.000848146 0.00075862 0.000771923 0.000287487 0.000873175 0.000398631 0.000345782 0.000341397 0.000797885 0.000863092 0.000877024 0.000795305 0.000955224 0.000856613 0.00076549 0.000819099 0.000706227 0.000843021 0.00080773 0.00103635 0.00086981 0.00081267 0.000888862 0.000770389 0.000885418 0.00091455 0.000898871 0.000871589
internal_weight=0 742 638 384 2175 161 538 254 1637 223 168 201 486 1546 1282 264 265 1017 129 426 122 340 228 119 888 191 146 168 697 112 104 142
internal_count=2917 742 638 384 2175 161 538 254 1637 223 168 201 486 1546 1282 264 265 1017 129 426 122 340 228 119 888 191 146 168 697 112 104 142
is_linear=0
shrinkage=0.0032998


Tree=9151
num_leaves=31
num_cat=0
split_feature=4 1 155 2 2 2 4 48 15 1 1 4 0 13 4 0 1 4 160 130 47 0 15 43 0 4 13 2 13 15
split_gain=6.88429 1.44071 0.82761 0.745162 1.30019 0.527801 0.50719 0.432263 0.402563 0.346197 0.28687 0.227566 0.195992 0.190155 0.162473 0.32396 0.181192 0.151494 0.132411 0.169375 0.131484 0.157346 0.124098 0.0963524 0.0672211 0.0606543 0.0469982 0.0402771 0.0317897 0.0271741
threshold=0.27998000000000006 0.092845000000000025 0.084710000000000021 -0.0098549999999999974 0.093470000000000011 0.097005000000000022 -0.14088999999999999 0.084795000000000023 -0.43091499999999999 0.11477000000000001 0.11507500000000002 0.51395000000000002 0.048825000000000007 -0.14022999999999999 -0.074254999999999988 -0.097224999999999992 0.089825000000000002 0.061295000000000009 -0.081969999999999987 0.086305000000000007 0.11043500000000002 -0.074309999999999973 -0.084904999999999994 -0.073819999999999983 -0.077809999999999976 0.13995000000000002 0.0047000000000000002 0.088615000000000013 -0.066634999999999986 -0.0073449999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 20 13 -6 -8 11 -10 -9 -2 17 -1 15 -15 22 24 -17 -20 21 29 27 -24 -7 -19 28 -16 -26 -5
right_child=8 2 -4 4 6 12 7 10 9 -11 -12 -13 -14 14 16 18 -18 25 19 -21 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0010726284505874039 0.00058325877138674963 0.00029217917348275225 0.00096680797086230697 0.00085322963776365759 0.00077348858378576844 0.00094099920204187171 0.00014837709591445576 0.00066551928619291501 0.00036899508311880356 6.0680524059793033e-05 0.00033626320967090992 0.00031799097347109099 0.00056960036527119336 0.0011624905238011027 0.00095214977619768957 0.00075564254070696211 0.00068270065102709937 0.00060423980914613032 0.00093309643142117408 0.0007649050683490176 0.00069883686683288487 0.0010037164576397453 0.00086079781079448174 0.00074395922272349957 0.00078114942876019052 0.00075774244881282289 0.00071897768762282455 0.00086943345624119139 0.00088691850034743904 0.00074875745854944089
leaf_weight=61 59 63 94 70 52 52 52 62 67 98 55 90 54 55 160 68 69 56 545 77 64 69 238 123 70 65 58 136 75 60
leaf_count=61 59 63 94 70 52 52 52 62 67 98 55 90 54 55 160 68 69 56 545 77 64 69 238 123 70 65 58 136 75 60
internal_value=0 0.000816161 0.00068008 0.000630743 0.000674739 0.000860602 0.00048778 0.000399661 0.000298747 0.000186088 0.000511042 0.000423266 0.00075789 0.000889408 0.000881786 0.000916593 0.000846021 0.000784837 0.000896941 0.000912332 0.000831708 0.000874263 0.000863119 0.000821086 0.000831128 0.000686991 0.00080281 0.000914264 0.000836101 0.000805283
internal_weight=0 2603 641 547 484 1962 221 169 314 165 117 149 430 1532 1471 745 726 376 690 622 263 199 657 361 255 121 203 296 145 130
internal_count=2917 2603 641 547 484 1962 221 169 314 165 117 149 430 1532 1471 745 726 376 690 622 263 199 657 361 255 121 203 296 145 130
is_linear=0
shrinkage=0.0032998


Tree=9152
num_leaves=30
num_cat=0
split_feature=2 0 2 2 43 43 0 2 52 16 52 123 0 42 4 0 3 52 52 43 15 4 52 16 16 16 16 2 3
split_gain=0.115073 0.109874 0.152759 0.119951 0.106641 0.123386 0.112655 0.107887 0.130644 0.0867522 0.0980195 0.0823938 0.146319 0.0801906 0.169073 0.0767063 0.0774504 0.0757481 0.0892707 0.0612871 0.0580423 0.0764012 0.0565714 0.0453474 0.04464 0.04269 0.0396541 0.0355639 0.0281022
threshold=-1.0000000180025095e-35 -0.074504999999999988 0.097005000000000022 0.10449000000000001 0.092445000000000013 0.049545000000000006 -0.10726999999999999 0.10433000000000002 -0.080219999999999986 -0.088604999999999975 1.0000000180025095e-35 0.084000000000000005 -0.0033699999999999993 0.083120000000000013 -0.079164999999999985 -0.033754999999999993 -0.082274999999999987 -0.067494999999999986 -0.24841999999999997 -0.0054649999999999985 -0.24211499999999997 0.41165000000000002 0.09253500000000002 0.28127000000000008 -0.083144999999999983 -0.067654999999999979 0.014185000000000001 0.11263500000000001 -0.079574999999999993
decision_type=2 2 2 2 2 2 2 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 4 15 -4 5 7 -6 9 -9 13 26 12 -1 28 -15 16 -3 18 27 -12 -10 -22 -19 -18 -8 -24 -11 -5 -2
right_child=1 2 3 17 6 -7 24 8 20 10 19 -13 -14 14 -16 -17 23 22 -20 -21 21 -23 25 -25 -26 -27 -28 -29 -30
leaf_value=0.00081006819989403042 0.0011252955675020539 0.0012224773018724947 -0.0026126591566960873 0.0015796306006872394 0.012860319078723269 -0.0049862404940477882 0.0063008851005838702 -0.0081094765087831241 0.0059106094447819576 0.0040093180350062544 0.00089013665211183722 0.0037865765560414783 -0.010457076327605629 0.01543276060207947 0.0043169855893898665 0.012671552671320072 0.010816931286181901 0.009423113846256612 -0.0030698930629122385 -0.0047083084205129851 0.0020422886376975334 -0.0055565707326922916 0.0073540564454129646 0.0044614076983531953 0.00025340496436303251 0.00070270046870380093 0.00056827804640118831 0.0072350787353540856 0.0051217517077706979
leaf_weight=87 131 61 88 63 52 69 80 55 53 493 319 67 52 54 140 73 87 98 68 67 113 56 52 52 62 59 119 65 82
leaf_count=87 131 61 88 63 52 69 80 55 53 493 319 67 52 54 140 73 87 98 68 67 113 56 52 52 62 59 119 65 82
internal_value=0 0.00307099 0.00478056 0.0030062 0.00239679 0.0019805 0.00614491 0.00226736 -0.000763003 0.00286608 0.00201855 -0.00104854 -0.00339205 0.00493989 0.00742033 0.00797821 0.00625615 0.00423153 0.00184206 -7.69599e-05 0.00104898 -0.000465046 0.00646377 0.00845225 0.00367309 0.00383484 0.00334316 0.00446557 0.00267227
internal_weight=0 2711 766 493 1945 1751 194 1682 277 1405 998 206 139 407 194 273 200 405 196 386 222 169 209 139 142 111 612 128 213
internal_count=2917 2711 766 493 1945 1751 194 1682 277 1405 998 206 139 407 194 273 200 405 196 386 222 169 209 139 142 111 612 128 213
is_linear=0
shrinkage=0.16829


Tree=9153
num_leaves=18
num_cat=0
split_feature=2 97 2 1 14 133 133 403 133 158 160 3 1213 482 13 3 3
split_gain=0.0795866 0.0884894 0.171656 0.0835284 0.065323 0.0610284 0.0923934 0.245348 0.122319 0.115103 0.0834876 0.0812017 0.061681 0.0484055 0.0415947 0.0270304 0.0177253
threshold=-1.0000000180025095e-35 -0.062839999999999993 -0.15154999999999999 0.15028500000000003 0.084545000000000009 -0.13093499999999997 1.0000000180025095e-35 -0.092059999999999989 0.066685000000000008 0.11503500000000001 -0.42214999999999997 -0.087544999999999998 0.052605000000000006 0.089155000000000012 -0.041479999999999996 -0.078584999999999988 -0.077384999999999995
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 11 7 -7 -8 10 -9 -2 13 -10 15 -13 -16
right_child=3 2 -4 -5 -6 6 8 9 12 -11 -12 14 -14 -15 16 -17 -18
leaf_value=0.0051208252191960414 0.010858947339482316 0.0037406009333284806 -0.0076479760279150816 0.0091832010741406157 -0.0034685746807362381 -0.0097712328993301185 0.0094164591582041064 -0.0032779003872322136 0.0036682924228235866 0.0090707362062632368 0.0018617251411385074 0.0077033851533550952 -0.0017781193399668003 -0.0015262624299353317 -0.0012344152302975633 0.0030813587112733026 0.0031238796788661326
leaf_weight=52 52 64 90 53 52 54 90 97 748 59 1127 72 73 54 52 75 53
leaf_count=52 52 64 90 53 52 54 90 97 748 59 1127 72 73 54 52 75 53
internal_value=0 -0.000869142 -0.00290339 0.00255574 0.00242291 0.00254116 0.00224374 0.00133578 0.00349984 0.00180466 0.00145295 0.00478743 0.00288922 0.00331629 0.00352745 0.00535743 0.000948376
internal_weight=0 206 154 2711 2658 2606 2302 1337 965 1283 1224 304 875 802 252 147 105
internal_count=2917 206 154 2711 2658 2606 2302 1337 965 1283 1224 304 875 802 252 147 105
is_linear=0
shrinkage=0.16829


Tree=9154
num_leaves=23
num_cat=0
split_feature=4 40 12 4 1 41 1 4 15 4 4 2 12 4 4 4 4 16 1204 2 16 12
split_gain=4.28644 1.65355 0.750029 0.73658 0.654227 0.614565 0.443026 0.438955 0.32816 0.265836 0.240947 0.216229 0.201175 0.164705 0.13063 0.123749 0.0885999 0.128342 0.0769 0.0532326 0.0520179 0.0300832
threshold=0.31392000000000003 -0.034699999999999988 0.056995000000000011 -0.35269999999999996 0.091915000000000011 0.075585000000000013 0.092845000000000025 0.018150000000000003 -0.43091499999999999 0.41377500000000006 -0.015539999999999998 0.096435000000000007 -0.0066799999999999993 0.51367000000000018 -0.090174999999999991 -0.42305999999999994 0.052250000000000012 -0.12080999999999999 -0.081149999999999986 0.10979000000000001 -0.014854999999999998 0.10830500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 12 11 -1 -6 13 -10 -8 14 -5 -2 -4 -13 18 -18 -16 20 -17 -21
right_child=8 2 5 4 7 -7 10 -9 9 -11 -12 15 -14 -15 16 19 17 -19 -20 21 -22 -23
leaf_value=0.00070654476758752818 0.00062467513289899844 0.00092398223138551985 0.00095795254486932043 0.00091759909404952008 0.00030990464082383584 0.0011117695905375781 0.00020151638001619091 0.00067598308575161697 0.00044432935318973547 0.0001604688036871286 0.00049222349746681022 0.00089303190930199218 0.00065560454269745691 0.00039386590422698113 0.00092687889641005199 0.00073096570316186487 0.00082488038899790654 0.00061380552021301246 0.00082874444606231856 0.00072890837341578506 0.00061301096110324483 0.00082314526187582317
leaf_weight=68 54 95 93 52 100 81 52 56 56 102 79 59 88 94 101 117 87 52 1185 99 71 76
leaf_count=68 54 95 93 52 100 81 52 56 56 102 79 59 88 94 101 117 87 52 1185 99 71 76
internal_value=0 0.000779408 0.000803283 0.000670519 0.000589053 0.000828952 0.000489849 0.000441543 0.000366378 0.000261301 0.000377097 0.000817125 0.000753168 0.000478318 0.000835698 0.000750231 0.000827695 0.000746171 0.000836479 0.000726924 0.000686606 0.000770035
internal_weight=0 2611 2412 391 296 2021 199 156 306 158 131 1940 140 148 1518 422 1425 139 1286 363 188 175
internal_count=2917 2611 2412 391 296 2021 199 156 306 158 131 1940 140 148 1518 422 1425 139 1286 363 188 175
is_linear=0
shrinkage=0.0032998


Tree=9155
num_leaves=35
num_cat=0
split_feature=12 13 12 15 13 48 15 10 15 15 0 0 0 43 151 150 48 42 12 15 0 15 12 12 15 0 133 43 13 399 13 43 43 13
split_gain=2.93988 1.09309 0.591919 0.561644 0.414808 0.383254 0.340375 0.323328 0.312443 0.200238 0.372126 0.387883 0.319467 0.269327 0.180729 0.169544 0.144991 0.140508 0.129502 0.128072 0.13752 0.120948 0.120948 0.100887 0.0893022 0.0755183 0.0951633 0.0717042 0.0695847 0.0636881 0.037514 0.0300036 0.0259043 0.0219379
threshold=0.056995000000000011 -0.004409999999999999 0.095330000000000012 -0.2987999999999999 -0.10939499999999998 0.091045000000000015 -0.40166999999999992 -1.0000000180025095e-35 0.021950000000000001 0.039965000000000007 -0.11656999999999999 -0.077944999999999987 -0.097224999999999992 -0.082894999999999983 -0.083449999999999983 0.091155000000000014 0.089775000000000008 -0.097789999999999988 -0.089399999999999993 -0.033234999999999994 0.044695000000000006 -0.055184999999999991 0.13642500000000005 0.11498000000000001 -0.095244999999999982 -0.072374999999999981 0.11330000000000001 -0.080924999999999983 0.094890000000000016 0.087985000000000022 -0.0027149999999999995 -0.085784999999999986 -0.078409999999999994 -0.085539999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 -3 -4 6 18 -8 15 10 -2 14 -11 -13 31 16 19 -6 -1 -5 -21 -9 23 24 -19 26 29 33 -26 30 -14 -12 -29 -16
right_child=2 3 4 8 17 -7 7 21 -10 12 11 13 25 -15 27 -17 -18 22 -20 20 -22 -23 -24 -25 28 -27 -28 32 -30 -31 -32 -33 -34 -35
leaf_value=0.00041226356192191114 0.00046613067713348018 0.00029843205535883715 0.00036691704617101273 0.00080756987459170511 0.00082027577892575937 0.00019614970207649011 0.00031475191430542265 0.00072810029603554035 0.00088910315194046024 0.0010245700866334292 0.00082497534145724316 0.00041015157166111361 0.00079349805167744543 0.00070505336447347731 0.00084425159385270786 0.00045320103208807685 0.00052145230979491243 0.00052238196295864656 0.00018475393662771512 0.00050533891385400671 0.00074446392205939488 0.00051219548535675859 0.00050520303377601038 0.00077945495172801157 0.0006487764733586202 0.00090836827224855248 0.00067461376183045702 0.00064230834427234399 0.00077641434202115663 0.000904058121234289 0.00070616781436941755 0.00092633697918234137 0.00073428914635199471 0.00076541108809733056
leaf_weight=52 54 53 52 79 67 100 54 61 57 69 61 52 422 100 83 55 65 53 59 52 56 56 53 85 280 55 90 58 60 55 71 100 121 111
leaf_count=52 54 53 52 79 67 100 54 61 57 69 61 52 422 100 83 55 65 53 59 52 56 56 53 85 280 55 90 58 60 55 71 100 121 111
internal_value=0 0.000500064 0.000734629 0.00061701 0.000651088 0.000372311 0.000434655 0.000527276 0.0006633 0.000770758 0.000731594 0.000752439 0.000808746 0.000604398 0.000794513 0.000621261 0.0006578 0.00067574 0.000291652 0.000705006 0.000629656 0.000625062 0.000657437 0.000674242 0.000651397 0.000787206 0.000776706 0.000754 0.000671404 0.000793408 0.000780993 0.000888152 0.000704682 0.000799323
internal_weight=0 799 2152 417 650 382 282 171 364 1502 740 686 762 152 534 307 252 598 111 187 108 117 531 478 393 693 638 373 340 548 493 161 179 194
internal_count=2951 799 2152 417 650 382 282 171 364 1502 740 686 762 152 534 307 252 598 111 187 108 117 531 478 393 693 638 373 340 548 493 161 179 194
is_linear=0
shrinkage=0.0032998


Tree=9156
num_leaves=21
num_cat=0
split_feature=1 52 3 3 12 39 1 12 3 3 16 3 1 481 12 11 1 400 12 1
split_gain=2.79108 0.451718 0.252814 0.209002 0.20664 0.177429 0.202372 0.128543 0.126596 0.220381 0.210044 0.149507 0.135422 0.108884 0.0968775 0.197472 0.139057 0.127289 0.0826964 0.0727478
threshold=0.10398500000000001 -0.41694999999999993 -0.031895 0.10402500000000002 0.11878500000000002 0.0047850000000000011 0.088035000000000016 0.094435000000000005 0.3148450000000001 0.12955000000000003 -0.14463999999999996 -0.008624999999999999 0.12622500000000003 -0.09799999999999999 0.087855000000000003 1.0000000180025095e-35 0.081720000000000015 -0.080039999999999986 0.10859000000000001 0.12381000000000002
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 13 -7 -3 9 10 12 -12 -4 -1 15 16 -15 -16 -19 -9
right_child=1 2 8 -5 -6 6 -8 19 -10 -11 11 -13 -14 14 17 -17 -18 18 -20 -21
leaf_value=0.00070112509945905713 0.0005245138894517334 0.00025147304105980974 0.0003928639504060455 0.00034633792342549839 0.00036631774620058153 0.00055910158312155712 0.00028622713506622883 0.00048412070313325051 0.00010107133035786827 0.00039882665238580295 0.00021150584917402365 -3.3624459981722093e-05 0.00016378164032783418 0.00058703849758990202 0.00064918109483364406 0.00076203852237526168 0.00048994342740059317 0.00050647658217713198 0.00062074793800558667 0.00032142172767350691
leaf_weight=54 81 84 63 64 74 59 61 77 89 75 53 55 52 616 87 58 225 894 78 52
leaf_count=54 81 84 63 64 74 59 61 77 89 75 53 55 52 616 87 58 225 894 78 52
internal_value=0 0.000292778 0.000261435 0.000533776 0.000539198 0.000545182 0.000420684 0.000352983 0.000210958 0.000243658 0.000191313 8.63448e-05 0.000289585 0.00055259 0.000548475 0.000574106 0.000561104 0.000526683 0.000515683 0.00041881
internal_weight=0 681 600 2270 2206 2132 120 213 387 298 223 108 115 2012 1958 899 841 1059 972 129
internal_count=2951 681 600 2270 2206 2132 120 213 387 298 223 108 115 2012 1958 899 841 1059 972 129
is_linear=0
shrinkage=0.0032998


Tree=9157
num_leaves=26
num_cat=0
split_feature=1 4 52 1 12 39 14 0 4 12 16 0 1 52 16 0 160 43 52 42 16 43 43 52 42
split_gain=11.5361 1.83772 1.36829 1.04603 0.908075 0.830437 0.68511 0.749474 0.53036 0.45481 0.356871 0.346424 0.282989 0.274166 0.274144 0.262232 0.211964 0.209819 0.178372 0.133489 0.105768 0.0878314 0.0843239 0.052484 0.0343494
threshold=0.10921500000000002 0.054720000000000012 -0.25811499999999993 0.12646500000000002 0.094795000000000004 0.0047850000000000011 0.073890000000000011 -0.10934999999999999 0.38865500000000003 0.096315000000000026 -0.040874999999999995 -0.016414999999999996 0.096035000000000023 0.056265000000000009 -0.4193599999999999 -0.094479999999999995 -0.056389999999999989 -0.013164999999999998 -0.065394999999999995 0.097025000000000014 -0.088604999999999975 -0.073819999999999983 0.069620000000000015 0.048655000000000011 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 16 6 7 10 15 17 -1 21 -7 14 -5 23 -4 19 -16 -9 -18 -11 -19 -3 -17
right_child=2 8 3 13 -6 12 -8 9 -10 11 -12 -13 -14 -15 18 24 20 22 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00070430751308212111 0.0010821635225439299 0.00098564354749351799 0.00073439217617347896 0.00012733255437647405 0.0010136278049427386 0.0010339193477197192 0.0014541055349350451 0.0011486906644717276 0.00059644951673750151 0.001189176574735147 0.0010834733489412396 0.00082341299171721164 0.00069419598279767537 0.00055747574985577782 0.00025785872499379826 0.00076388938907691393 0.00056638699641389995 0.0012597918908514429 0.00051372465130108198 0.001324715367393668 0.00036763894053033015 0.0010634657383024322 0.0011478628937372807 0.0011188643666301076 0.00088767461807394649
leaf_weight=57 54 100 53 60 66 56 87 761 58 101 53 57 53 68 54 59 71 518 68 53 52 186 95 57 54
leaf_count=57 54 100 53 60 66 56 87 761 58 101 53 57 53 68 54 59 71 518 68 53 52 186 95 57 54
internal_value=0 0.00111439 0.000582926 0.00052806 0.000682887 0.00115069 0.00116627 0.00115294 0.000884386 0.00116942 0.000887317 0.0010608 0.000869056 0.000378047 0.000310814 0.000946108 0.000558659 0.00119558 0.000400761 0.0011602 0.00048265 0.00110783 0.0012425 0.00103423 0.000823355
internal_weight=0 2405 546 492 242 2077 1968 1881 328 1771 110 344 109 250 182 270 176 1427 122 814 123 287 613 157 113
internal_count=2951 2405 546 492 242 2077 1968 1881 328 1771 110 344 109 250 182 270 176 1427 122 814 123 287 613 157 113
is_linear=0
shrinkage=0.0032998


Tree=9158
num_leaves=17
num_cat=0
split_feature=10 2 1186 1209 47 2 43 1204 11 403 457 50 2 4 159 51
split_gain=0.228696 0.137297 0.136022 0.112192 0.0759551 0.0695983 0.0643295 0.054698 0.0575173 0.0505319 0.0457058 0.0494881 0.0385215 0.0294936 0.0245018 0.0324076
threshold=-0.00189 0.10523 0.021560000000000003 -0.08342999999999999 0.11069000000000002 -0.084369999999999987 0.0046950000000000004 -0.084894999999999984 0.079225000000000004 -0.54604999999999992 0.056920000000000005 -1.0000000180025095e-35 0.123795 -0.0040999999999999986 0.087930000000000022 0.043405000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 -2 6 -5 10 -7 9 -9 11 -3 -8 -1 15 -13
right_child=1 4 -4 5 -6 7 12 8 -10 -11 -12 14 -14 -15 -16 -17
leaf_value=0.00078290179655136503 0.012314964292822821 -0.00036086006360754665 0.011602121535319077 0.010139137538350575 -0.0033554922490025029 0.0092227371531429653 0.0022525829992998182 -0.00052459103217343875 -0.00093420848129551902 0.0046264848124467567 -0.00069085352669532413 0.0049039798770110152 -0.0039913408341147646 -0.0037702621481610545 0.002145904680440043 0.0094578596885190169
leaf_weight=67 56 53 89 64 60 67 59 55 57 1758 56 236 53 99 66 56
leaf_count=67 56 53 89 64 60 67 59 55 57 1758 56 236 53 99 66 56
internal_value=0 0.0045008 0.00514628 0.00486608 0.00233025 0.00465671 0.00292255 0.00447464 0.00430356 0.00446923 0.00379185 0.00440701 -0.00068609 -0.00192172 0.00511788 0.00578348
internal_weight=0 2785 2146 2057 639 2001 579 1937 1870 1813 467 411 112 166 358 292
internal_count=2951 2785 2146 2057 639 2001 579 1937 1870 1813 467 411 112 166 358 292
is_linear=0
shrinkage=0.16829


Tree=9159
num_leaves=11
num_cat=0
split_feature=10 394 1209 9 16 9 48 123 39 481
split_gain=0.158177 0.0844372 0.078279 0.0752875 0.0816142 0.0724918 0.079781 0.0718722 0.096134 0.0656409
threshold=-0.00189 0.017720000000000003 -0.08342999999999999 -0.079919999999999977 -0.078104999999999994 0.082325000000000023 -0.089974999999999986 0.106035 0.10616500000000001 -0.09799999999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 6 -4 8 9 -8
right_child=1 -3 5 4 -6 -7 7 -9 -10 -11
leaf_value=0.003477306316525115 0.009802019979252858 0.010414571654134423 0.0094344235444287165 -0.0084910356374253305 0.0006154286665601659 0.0095452641680801049 0.0090009713326072525 -0.0029646877446488896 0.010311318876780414 0.0030496599082621679
leaf_weight=55 57 53 60 58 53 55 54 52 55 2399
leaf_count=55 57 53 60 58 53 55 54 52 55 2399
internal_value=0 0.00374358 0.00361351 -0.00159649 -0.00412672 0.00348097 0.00335298 0.00320974 0.00333848 0.0031814
internal_weight=0 2785 2732 166 111 2675 2620 2560 2508 2453
internal_count=2951 2785 2732 166 111 2675 2620 2560 2508 2453
is_linear=0
shrinkage=0.16829


Tree=9160
num_leaves=16
num_cat=0
split_feature=4 2 123 3 1 1 1210 151 2 12 2 4 1 2 2
split_gain=3.51155 1.18305 0.700762 0.355781 0.292335 0.211326 0.189849 0.193709 0.178759 0.135718 0.108507 0.105339 0.0968015 0.0877398 0.0324684
threshold=0.31392000000000003 0.13388500000000003 1.0000000180025095e-35 0.11500500000000001 0.12040000000000002 0.10257000000000001 -0.076894999999999977 0.067425000000000013 0.15205000000000002 0.087665000000000007 -0.018734999999999998 -0.0092699999999999987 0.108865 0.14290000000000003 -0.021469999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 12 -4 9 10 -3 -1 -8 -12 -2 14 -6
right_child=4 8 5 -5 13 -7 7 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=0.00081473937299517585 0.00017432769788401913 0.00033221790391083908 0.0004510443023472173 0.00035026085592747958 8.2316632865047574e-05 0.00017028903747256727 0.00071260810984842559 0.00073720999995353551 7.6376677999491499e-05 0.00060256085431631596 0.00057473211140360954 0.00052259721267422824 0.00035062174853762535 0.00018211452021209119 -2.9141871746899687e-05
leaf_weight=60 55 69 57 80 62 61 52 72 53 78 1308 655 93 67 52
leaf_count=60 55 69 57 80 62 61 52 72 53 78 1308 655 93 67 52
internal_value=0 0.000538904 0.000554878 0.000567593 0.000176463 0.000306207 0.000575391 0.000567461 0.000221363 0.000695068 0.000561378 0.000557354 0.000285345 8.72372e-05 3.11669e-05
internal_weight=0 2545 2423 2305 329 118 2225 2087 122 138 2015 1963 148 181 114
internal_count=2874 2545 2423 2305 329 118 2225 2087 122 138 2015 1963 148 181 114
is_linear=0
shrinkage=0.0032998


Tree=9161
num_leaves=22
num_cat=0
split_feature=1 3 3 52 123 47 12 1210 1 12 1455 13 13 3 42 16 52 52 13 0 1455
split_gain=8.67149 1.50069 1.15945 0.741268 0.665755 0.554084 0.374847 0.287832 0.28615 0.274409 0.272203 0.202488 0.19105 0.148359 0.0991078 0.0963036 0.169534 0.0997758 0.0743327 0.073994 0.0699438
threshold=0.10932500000000002 0.3148450000000001 0.11500500000000001 -0.24166499999999999 1.0000000180025095e-35 0.083670000000000008 0.099170000000000022 -0.0084449999999999994 0.12019000000000001 0.086115000000000011 0.068185000000000009 -0.0062949999999999994 0.11466000000000001 -0.15415499999999996 -0.095444999999999988 -0.052894999999999991 -0.020789999999999996 0.089455000000000021 -0.037164999999999997 -0.071749999999999994 0.087815000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 6 8 7 9 11 -1 12 -5 13 -9 -8 17 -17 -16 -11 -10 -12
right_child=1 -3 -4 5 -6 -7 14 10 19 18 20 -13 -14 -15 15 16 -18 -19 -20 -21 -22
leaf_value=0.0011742966886607918 0.00079305582214779296 -3.6008973489548018e-05 0.00034736308029969875 0.00052560456333283333 0.00054943580267910973 0.00058665769689465611 0.00086231606145396845 0.00095943976085389505 0.00013563428150241145 0.00097387130950065532 0.0010689934750440419 0.00026234097983504813 0.00065939716461844424 0.00082344314990040479 0.00067328037698883181 0.00074492514155418072 0.00049087486270178726 0.00084830619432858844 0.00080407402239193108 0.0002764322218515699 0.00091519148178058536
leaf_weight=55 53 92 58 80 95 103 52 97 74 61 56 54 75 1354 77 64 54 72 60 94 94
leaf_count=55 53 92 58 80 95 103 52 97 74 61 56 54 75 1354 77 64 54 72 60 94 94
internal_value=0 0.000348222 0.00080911 0.000425481 0.000820913 0.000377291 0.000832776 0.000850884 0.000305768 0.000979019 0.000837408 0.000419776 0.000824071 0.000832559 0.000727537 0.000701156 0.000628963 0.000758093 0.000889965 0.000214624 0.000972846
internal_weight=0 550 2324 458 2266 405 2171 1852 302 176 1676 134 1526 1451 319 267 118 149 121 168 150
internal_count=2874 550 2324 458 2266 405 2171 1852 302 176 1676 134 1526 1451 319 267 118 149 121 168 150
is_linear=0
shrinkage=0.0032998


Tree=9162
num_leaves=21
num_cat=0
split_feature=4 2 13 16 14 123 2 402 13 403 1 4 13 483 483 3 51 3 1 1
split_gain=0.320566 0.217332 0.121643 0.0907963 0.272261 0.0682297 0.0898961 0.0688375 0.186145 0.068879 0.0652798 0.0702399 0.0583736 0.0563616 0.0972235 0.0861502 0.0981658 0.0498819 0.0357416 0.0244152
threshold=0.27020000000000005 0.13501500000000002 -0.15941999999999998 -0.42170999999999997 -0.45687499999999998 1.0000000180025095e-35 -0.0050599999999999994 -0.08527499999999999 -0.070154999999999981 -0.092059999999999989 0.10500500000000001 0.44128500000000004 -0.015454999999999998 0.086150000000000018 0.091685000000000016 0.11500500000000001 0.10513500000000002 0.12478500000000002 0.10257000000000001 0.078435000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 10 -5 6 -1 8 -8 12 -4 -12 -10 15 -15 16 -9 -3 -7 -16
right_child=2 17 3 4 -6 18 7 13 9 -11 11 -13 -14 14 19 -17 -18 -19 -20 -21
leaf_value=0.011418859110059253 0.0049817955778548115 -0.0059755973010601508 -0.0051038195035365145 0.0013744339078132495 -0.015175304163847136 0.0038699852722643238 0.016205251256008912 0.0040342506215185264 0.01177509915028419 0.0010279556911974579 0.0058766905304659727 -0.0021584701916369116 0.0040665224978474867 0.012492225097460546 0.0030833346024040026 -0.0017587358140063025 0.0092490155911100578 0.0010673919162849602 -0.0019597376127169865 0.0075335236391348686
leaf_weight=60 78 62 52 61 52 57 54 1574 52 76 64 59 62 65 99 67 110 52 62 56
leaf_count=60 78 62 52 61 52 57 54 1574 52 76 64 59 62 65 99 67 110 52 62 56
internal_value=0 0.00442178 -0.000905844 -0.00250665 -0.00622548 0.00476392 0.00496955 0.00479404 0.00747142 0.00497972 -9.50867e-05 0.00200782 0.00759848 0.00446168 0.00701234 0.00414019 0.00437595 -0.00274725 0.000817553 0.00470274
internal_weight=0 2508 366 288 113 2394 2275 2215 244 190 175 123 114 1971 220 1751 1684 114 119 155
internal_count=2874 2508 366 288 113 2394 2275 2215 244 190 175 123 114 1971 220 1751 1684 114 119 155
is_linear=0
shrinkage=0.16829


Tree=9163
num_leaves=19
num_cat=0
split_feature=15 1210 13 40 149 150 3 52 3 14 15 132 3 1455 15 11 52 133
split_gain=0.194072 0.134422 0.28353 0.114472 0.108145 0.106373 0.19131 0.0991009 0.097253 0.095156 0.0690503 0.0638167 0.0799334 0.0801043 0.0437483 0.037184 0.0353663 0.0164734
threshold=-0.26361999999999991 -0.076894999999999977 -0.050424999999999991 -0.07334499999999998 0.079475000000000004 0.082085000000000019 -0.088584999999999983 0.12371000000000001 -0.011259999999999997 -0.40567999999999999 -0.087894999999999987 0.080815000000000012 -0.15288999999999997 0.0093900000000000008 -0.43587999999999999 0.08776500000000001 -0.078529999999999975 0.085980000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 10 5 11 -7 9 -8 -1 -3 12 15 -14 -11 -5 -13 -18
right_child=1 3 -4 4 -6 6 8 -9 -10 14 -12 16 13 -15 -16 -17 17 -19
leaf_value=0.0013416790277942347 0.016749503408440499 0.0026725277323285737 0.0015346304697715471 0.0056583416115897432 0.011069214664841592 -0.0089964748844790464 0.0063205472005830451 0.0046940356729354869 -0.0011302578325630486 -0.0031670640208740441 -0.0044029251765126025 -0.0027384195982553565 0.0034125057464302905 0.0074820474875863952 -0.0099434780231211495 0.011682286773796072 0.0041242737116819889 0.00029784297982491531
leaf_weight=72 65 72 75 70 53 52 96 56 102 56 85 56 1577 151 54 52 68 62
leaf_count=72 65 72 75 70 53 52 96 56 102 56 85 56 1577 151 54 52 68 62
internal_value=0 0.00352942 0.00861151 0.00324364 0.0035391 0.00336374 8.03054e-05 -0.00148336 0.00247318 -0.00339397 -0.00114669 0.00376602 0.00406501 0.00376916 -0.00651 0.00824065 0.00078261 0.00231318
internal_weight=0 2636 140 2496 2339 2286 250 238 198 182 157 2036 1850 1728 110 122 186 130
internal_count=2874 2636 140 2496 2339 2286 250 238 198 182 157 2036 1850 1728 110 122 186 130
is_linear=0
shrinkage=0.16829


Tree=9164
num_leaves=25
num_cat=0
split_feature=1 2 124 457 1 1 14 2 4 4 15 2 16 43 42 0 4 0 16 4 16 1 15 2
split_gain=5.5048 1.07289 0.704506 0.697072 0.396617 0.363836 0.322362 0.187847 0.180341 0.144989 0.142588 0.137818 0.13256 0.132254 0.11077 0.0933062 0.147408 0.128072 0.117298 0.287543 0.117853 0.0649609 0.0243598 0.0185902
threshold=0.11690500000000002 0.099845000000000003 -0.082254999999999981 0.056920000000000005 0.13074500000000003 0.10985500000000002 0.064610000000000015 0.13154000000000002 0.50291500000000011 0.058025000000000007 -0.21242999999999998 0.14808000000000002 -0.14879499999999998 -0.069944999999999993 0.083865000000000009 -0.079119999999999982 -0.50231999999999988 -0.069414999999999991 -0.0083599999999999976 -0.0037349999999999992 -0.06859999999999998 0.08346000000000002 -0.10566999999999999 0.10859000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 10 7 12 9 11 13 -2 -6 14 23 -4 18 -17 -18 20 -20 -14 -15 -11 -3
right_child=4 3 6 -5 8 -7 -8 -9 -10 22 -12 -13 15 21 -16 16 17 -19 19 -21 -22 -23 -24 -25
leaf_value=0.00039822750367760572 0.00026088533876175561 0.00055496603915420933 0.0005217673389092645 0.00021743962507856732 0.00034893168314818605 0.00038991837326189834 0.00094258111332188633 0.00044909731612197856 8.1082517709772547e-05 0.0006145165899392388 0.00047212038352517952 0.00013220455953226541 0.00076324805561597917 0.00069229484995066203 0.00072425134384387089 0.00084621050960527065 0.0007096428682249388 0.00056935285042856922 0.00074618678566384423 0.00097852129192515938 0.00067956447938948678 0.00081424433207638591 0.00051034916845415211 0.0006506479946523354
leaf_weight=68 54 54 60 56 83 75 84 52 103 52 103 53 593 112 62 64 274 100 199 84 281 94 61 53
leaf_count=68 54 54 60 56 83 75 84 52 103 52 103 53 593 112 62 64 274 100 199 84 281 94 61 53
internal_value=0 0.000689794 0.000729055 0.000569245 0.000270648 0.000604807 0.000741526 0.00063845 0.000185733 0.000661481 0.000399691 0.000264731 0.00073167 0.000698512 0.000624958 0.00073981 0.000697729 0.000672226 0.00075571 0.000815273 0.000736383 0.000748113 0.000558596 0.000602689
internal_weight=0 2478 1869 609 396 553 1801 478 239 426 157 136 1717 313 122 1595 438 374 1157 283 874 206 113 107
internal_count=2874 2478 1869 609 396 553 1801 478 239 426 157 136 1717 313 122 1595 438 374 1157 283 874 206 113 107
is_linear=0
shrinkage=0.0032998


Tree=9165
num_leaves=15
num_cat=0
split_feature=12 1453 11 11 2 147 1 13 2 1 1429 12 1 1
split_gain=0.153298 0.13573 0.141108 0.220951 0.118725 0.107319 0.136364 0.0527156 0.0831603 0.0762194 0.0694485 0.0553965 0.0540302 0.0642719
threshold=-0.19698999999999997 -0.077554999999999985 1.0000000180025095e-35 0.084475000000000008 0.094215000000000007 1.0000000180025095e-35 0.10749500000000002 -0.091849999999999987 0.084815000000000015 0.083670000000000008 0.088375000000000009 0.088365000000000013 0.13842500000000005 0.12313000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 5 -4 -5 7 -7 8 -3 11 12 -10 13 -9
right_child=1 2 3 4 -6 6 -8 10 9 -11 -12 -13 -14 -15
leaf_value=-0.005002139575053354 0.0098496239632542247 0.005341133349302871 0.015229485794386204 0.0098080333878920768 0 0.0024819617081565854 -0.0081691229336500887 0.0032963540990798069 -0.0013710706913172787 -0.004798547639596076 0.0085959459225360829 0.0057383608462058151 0.0083877135880729495 -0.0018798192623087908
leaf_weight=62 91 89 69 56 93 89 55 1907 69 82 72 56 57 70
leaf_count=62 91 89 69 56 93 89 55 1907 69 82 72 56 57 70
internal_value=0 0.00344496 0.00323345 0.00734804 0.00368618 0.00288043 -0.00157368 0.00314821 0.00103658 -0.000805491 0.00344414 0.00179958 0.00326089 0.00311217
internal_weight=0 2855 2764 218 149 2546 144 2402 296 207 2106 125 2034 1977
internal_count=2917 2855 2764 218 149 2546 144 2402 296 207 2106 125 2034 1977
is_linear=0
shrinkage=0.16829


Tree=9166
num_leaves=14
num_cat=0
split_feature=9 1453 48 151 11 11 0 15 0 1 1209 16 16
split_gain=0.156097 0.0908368 0.0780416 0.0767582 0.0811453 0.168777 0.0649417 0.0679732 0.0646429 0.0645431 0.0588982 0.0537601 0.031099
threshold=-1.0000000180025095e-35 -0.077554999999999985 0.12036500000000001 -0.23315499999999997 1.0000000180025095e-35 0.086175000000000015 -0.10594499999999998 -0.037394999999999991 0.024295000000000001 0.11039500000000001 -0.032114999999999998 -0.49057499999999993 -0.074904999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -6 7 9 -7 -5 -8 -12 -9
right_child=1 2 -4 4 5 8 10 12 -10 -11 11 -13 -14
leaf_value=-0.0037113345663901415 0.0081920329938380779 0.0089655221700442669 -0.0018758501582485992 0.0036832916863116859 0.012195122817335226 0.0055735900037201065 -0.0011926391856845991 -0.00026475656084160644 -0.0020955268468020893 -0.0021863280133806763 -0.0020561696488359303 0.0032631788356499904 -0.0060674742075898132
leaf_weight=103 91 59 98 179 78 71 94 54 55 75 55 1853 52
leaf_count=103 91 59 98 179 78 71 94 54 55 75 55 1853 52
internal_value=0 0.00295157 0.00277578 0.00295012 0.00281111 0.0060377 0.00253167 0.000444831 0.0022117 0.00194306 0.00290603 0.0031089 -0.00312832
internal_weight=0 2814 2723 2625 2566 204 2362 360 126 254 2002 1908 106
internal_count=2917 2814 2723 2625 2566 204 2362 360 126 254 2002 1908 106
is_linear=0
shrinkage=0.16829


Tree=9167
num_leaves=21
num_cat=0
split_feature=9 1446 10 403 13 2 0 151 2 13 2 13 13 13 403 42 13 0 42 42
split_gain=0.108019 0.0753378 0.0710174 0.0406192 0.0853185 0.0769666 0.0916326 0.0752345 0.0703638 0.0534445 0.0430067 0.0580048 0.0419608 0.0649235 0.0396557 0.108982 0.0412242 0.0379582 0.0360522 0.0340244
threshold=-1.0000000180025095e-35 0.111445 0.057650000000000007 -0.081224999999999992 -0.085684999999999997 0.10859000000000001 -0.086954999999999991 0.077805000000000013 0.12933000000000003 0.10621000000000001 0.085465000000000013 -0.057284999999999996 -0.0090849999999999976 -0.052719999999999996 -0.0055949999999999984 -0.0060199999999999993 -0.0042049999999999995 -0.15270499999999995 -0.08588999999999998 0.097140000000000018
decision_type=2 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 7 8 14 17 19 12 -12 13 -6 15 -5 -16 -7 -13 -8
right_child=1 -3 -4 5 10 6 9 -9 -10 -11 11 18 -14 -15 16 -17 -18 -19 -20 -21
leaf_value=-0.0030867548689590316 -0.0040457177956698129 0.0088132748880254373 -0.0037532586668560589 0.0014753155040715361 0.0059122342420492788 -0.0025717827276902591 0.0049947759827321126 0.0087793656228217654 -0.0065940484812278041 -0.0021000388324855274 -0.0043063956529061287 -0.0011324913053629931 0.0070729125079064372 -0.0011261104480534069 0.002190673650606512 0.010864632138725043 0.0040916601034484924 0.0031332047435469706 0.0038199817334414838 0.00070568077405728418
leaf_weight=103 77 52 53 77 68 66 182 69 62 53 56 67 71 81 977 65 489 66 108 75
leaf_count=103 77 52 53 77 68 66 182 69 62 53 56 67 71 81 977 65 489 66 108 75
internal_value=0 0.00245463 0.00233427 0.00245403 0.00112387 0.00277523 0.000946626 0.00332372 -0.00191638 0.00274411 0.00201047 0.000397964 0.00369543 0.00207396 0.0030885 0.00578589 0.00282599 0.000267101 0.00191363 0.00375009
internal_weight=0 2814 2762 2709 528 2181 504 1677 194 310 451 231 220 149 1608 142 1466 132 175 257
internal_count=2917 2814 2762 2709 528 2181 504 1677 194 310 451 231 220 149 1608 142 1466 132 175 257
is_linear=0
shrinkage=0.16829


Tree=9168
num_leaves=10
num_cat=0
split_feature=3 9 1374 10 1 151 3 1 130
split_gain=0.120683 0.0680246 0.0636007 0.0615674 0.091831 0.0789933 0.0666981 0.11257 0.068302
threshold=0.3148450000000001 -1.0000000180025095e-35 0.085820000000000021 -0.084119999999999986 0.12864500000000004 0.098750000000000018 -0.086254999999999984 0.10956 -0.010424999999999999
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 -8
right_child=-2 2 -4 4 -6 -7 8 -9 -10
leaf_value=-0.0025477513038452628 -0.0040798993237180607 0.0075625890015795999 0.0068779936338839763 0.001179484724506164 0.0069661901357329784 -0.004370457380718569 0.0073238691549096548 -0.0067756861829331352 0.0022705713367299949
leaf_weight=87 93 57 81 743 100 58 80 54 1564
leaf_count=87 93 57 81 743 100 58 80 54 1564
internal_value=0 0.00207536 0.00222297 0.00208033 0.0019594 0.00175833 0.00190469 0.000638235 0.00251757
internal_weight=0 2824 2737 2656 2599 2499 2441 797 1644
internal_count=2917 2824 2737 2656 2599 2499 2441 797 1644
is_linear=0
shrinkage=0.16829


Tree=9169
num_leaves=32
num_cat=0
split_feature=1 12 1 1 4 4 12 4 4 43 42 4 15 4 4 15 43 42 1 12 123 12 12 1209 15 160 48 42 4 43 4
split_gain=5.64355 1.26099 0.900173 0.475424 0.427519 0.356734 0.244995 0.251954 0.208085 0.211852 0.174541 0.163814 0.161569 0.207348 0.195006 0.318009 0.14781 0.119571 0.106414 0.178845 0.0933358 0.0807392 0.0706192 0.0683353 0.0670559 0.0598097 0.0578012 0.0517778 0.0290655 0.0268038 0.0213334
threshold=0.10398500000000001 0.089085000000000011 0.13130500000000003 0.095920000000000019 -0.0083149999999999977 -0.013049999999999997 -0.14750499999999997 0.082475000000000007 0.043640000000000005 -0.068029999999999993 0.09087000000000002 -0.16236499999999995 0.083185000000000023 -9.4999999999999992e-05 -0.47860499999999995 -0.0087299999999999999 -0.037954999999999996 0.092010000000000022 0.087505000000000013 0.083705000000000016 0.089455000000000021 0.094045000000000004 -1.0000000180025095e-35 -0.06532499999999998 -0.10020499999999997 0.061085000000000007 0.087035000000000015 -0.046564999999999995 0.41464000000000006 -0.08076499999999999 -0.025079999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 10 8 22 21 -6 -8 9 11 -3 -1 13 14 -11 -16 -14 24 19 -13 28 -5 -2 -18 -10 -21 -15 -25 -9 -26 -20
right_child=1 2 -4 5 6 -7 7 20 17 12 -12 18 16 26 15 -17 23 -19 30 25 -22 -23 -24 27 29 -27 -28 -29 -30 -31 -32
leaf_value=0.00064950302311390419 0.0003886028156930811 0.00082819123126172227 0.0002336769661940929 0.00062721606371879759 3.7591957536674605e-05 0.00043546483127042824 9.0027614220301218e-05 0.00045183788772227608 0.00082263492179474398 0.00081122077493068969 0.00061135650601744286 0.0010307930258624451 0.00064818371347161847 0.00088809354241951648 0.00070050372616786618 0.00041449995407442193 0.00068930644335307397 0.00057686388893069766 0.00070191204073753895 0.00082612882202220267 0.00023616789140666877 0.00081066961499523765 0.00055771270073651799 0.0007594661583994654 0.00073806416987129647 0.00092694390944315387 0.00073798529590153995 0.00083715367651988914 0.00034872674897000683 0.00063450568841808073 0.00080128604975592075
leaf_weight=53 52 93 52 52 53 81 57 53 65 57 75 62 76 59 108 71 54 77 62 474 66 59 61 139 65 82 63 397 83 62 54
leaf_count=53 52 93 52 52 53 81 57 53 65 57 75 62 76 59 108 71 54 77 62 474 66 59 61 139 65 82 63 397 83 62 54
internal_value=0 0.00041112 0.000614069 0.000760999 0.000305981 0.000603062 0.000242768 0.000284618 0.000775561 0.000788417 0.0007316 0.000829595 0.000756735 0.000699316 0.0006415 0.000587258 0.000787547 0.000688881 0.000842551 0.000860152 0.000339353 0.000725045 0.000480204 0.000805439 0.000733621 0.000841061 0.000810867 0.000817073 0.000389169 0.000687785 0.000748476
internal_weight=0 645 220 2272 425 192 312 259 2080 1811 168 787 1024 358 236 179 666 269 734 618 202 111 113 590 192 556 122 536 136 127 116
internal_count=2917 645 220 2272 425 192 312 259 2080 1811 168 787 1024 358 236 179 666 269 734 618 202 111 113 590 192 556 122 536 136 127 116
is_linear=0
shrinkage=0.0032998


Tree=9170
num_leaves=14
num_cat=0
split_feature=48 14 4 15 4 39 4 475 34 43 15 402 3
split_gain=0.117918 0.0890802 0.185521 0.0862678 0.0906212 0.0644615 0.0613812 0.106873 0.0649747 0.0791955 0.106087 0.0609653 0.034593
threshold=0.13991500000000004 -0.13131999999999996 0.50541500000000006 -0.26361999999999991 0.50996500000000011 0.10519000000000002 -0.22295999999999996 -0.072944999999999982 -0.016844999999999995 -0.00045499999999999995 0.086035000000000014 -0.085669999999999982 -0.13117499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 7 -5 -8 11 -11 -10 -9
right_child=-2 3 -4 5 -6 -7 8 12 9 10 -12 -13 -14
leaf_value=0.013758178672818068 -0.0057750864326756319 -0.0077548910321681725 0.00093352621785726593 -0.0012183172200960417 0.0011177415901589441 0.0075336999227501311 0.0065022800982541384 0.010503090979735985 0.0052367420543440579 -0.0017947161044591466 0.002432750189562734 0.0017893578326085098 0.0051203726409675028
leaf_weight=55 56 53 77 62 84 59 76 54 162 400 290 1471 97
leaf_count=55 56 53 77 62 84 59 76 54 162 400 290 1471 97
internal_value=0 0.00201269 0.00629074 0.00181095 -0.00230162 0.00202256 0.00189739 0.00463994 0.00165314 0.00149372 -1.53512e-05 0.00213245 0.00705722
internal_weight=0 2940 132 2808 137 2671 2612 213 2399 2323 690 1633 151
internal_count=2996 2940 132 2808 137 2671 2612 213 2399 2323 690 1633 151
is_linear=0
shrinkage=0.16829


Tree=9171
num_leaves=11
num_cat=0
split_feature=44 47 52 0 12 4 475 0 0 0
split_gain=0.149691 0.110786 0.0870616 0.0643952 0.143811 0.0925903 0.149701 0.148302 0.106294 0.0653544
threshold=0.081710000000000019 0.11291500000000002 -0.036309999999999988 0.13304000000000002 -0.12305999999999999 -0.35269999999999996 -0.072124999999999981 -0.0033699999999999993 -0.041534999999999996 -0.088444999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 -6 8 9 -7
right_child=-2 2 -4 -5 5 7 -8 -9 -10 -11
leaf_value=0.0087929853803572783 0.010508789804771936 0.00099292681469289614 -0.0072357578638610736 -0.0034390694340942283 -0.0009867325774860576 0.00019247079616979687 0.0097473531855228578 -0.0058732931002192295 0.0087192524194838021 0.0020323465645338957
leaf_weight=80 52 72 73 69 60 866 94 79 57 1494
leaf_count=80 52 72 73 69 60 866 94 79 57 1494
internal_value=0 0.00139412 -0.0031374 0.00162951 0.00175828 0.00154523 0.00555358 0.0012972 0.00153231 0.00135797
internal_weight=0 2944 145 2799 2730 2650 154 2496 2417 2360
internal_count=2996 2944 145 2799 2730 2650 154 2496 2417 2360
is_linear=0
shrinkage=0.16829


Tree=9172
num_leaves=29
num_cat=0
split_feature=4 2 12 39 2 4 14 2 4 3 12 4 2 16 4 0 4 13 2 4 4 43 0 3 52 52 2 4
split_gain=12.3244 3.97888 1.42289 0.940206 0.835877 0.573907 0.494959 0.516514 0.464835 0.515139 0.498372 0.431874 0.340416 0.260729 0.232281 0.27589 0.208532 0.197619 0.141316 0.109282 0.0760088 0.0728082 0.0707235 0.0703077 0.0579132 0.0391344 0.0313739 0.0171702
threshold=0.31392000000000003 0.10523 0.086085000000000009 0.08252000000000001 0.13154000000000002 -0.14088999999999999 -0.45687499999999998 0.12750000000000003 -0.076329999999999995 0.088880000000000015 0.089895000000000017 0.018150000000000003 -0.0050599999999999994 -0.50318999999999992 -0.40515499999999993 -0.069919999999999996 0.056640000000000003 -0.018299999999999997 0.08784500000000002 0.032770000000000001 -0.0005399999999999999 -0.0025899999999999994 -0.096444999999999989 -0.11372999999999998 0.08869500000000001 0.51136500000000018 0.084535000000000013 -0.031159999999999997
decision_type=2 2 2 2 2 2 2 2 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 8 16 -3 -2 13 14 10 17 -7 -5 -8 -1 18 23 22 24 25 -19 -20 -10 -4 -16 -12 -21 -25
right_child=6 2 4 12 -6 11 7 -9 9 -11 19 -13 -14 -15 15 -17 -18 20 21 26 -22 -23 -24 27 -26 -27 -28 -29
leaf_value=0.0017446275619524072 0.0010302291539552037 0.0012534164133199692 0.0015755714390996445 0.0010427521614664241 0.00095071211351272856 0.00068482777563001567 0.0009193984008002595 0.00050737081943868167 0.0014400600590049307 0.0012051827047079575 0.0014371973627578453 0.0010498196001951091 0.0013768661134140171 0.00064565292429054994 0.0016277060974657241 0.0013376972213632625 0.0012261634852660823 0.0015949263500449748 0.0015498891982383663 0.0012861515653477121 0.0017776550157095829 0.001391353059587575 0.0015550166908934861 0.0014618227808617329 0.0015285375448183753 0.0015352526920240435 0.0014056347876526022 0.0013656604211136167
leaf_weight=94 62 54 52 55 53 78 100 96 79 69 329 66 89 63 449 55 53 53 102 72 61 55 419 75 91 66 53 53
leaf_count=94 62 54 52 55 53 78 100 96 79 69 329 66 89 63 449 55 53 53 102 72 61 55 419 75 91 66 53 53
internal_value=0 0.0014487 0.0011776 0.00150857 0.00132679 0.000961917 0.000764185 0.000700363 0.00152678 0.00148459 0.00150159 0.00085236 0.0012495 0.000813811 0.00158664 0.00156684 0.00141218 0.001566 0.00158487 0.00142572 0.00169301 0.00149458 0.00153685 0.00146676 0.00161106 0.00145367 0.00133709 0.00142228
internal_weight=0 2675 484 2191 286 198 321 259 2047 1201 1132 144 144 163 846 752 233 612 697 520 114 157 498 180 540 395 125 128
internal_count=2996 2675 484 2191 286 198 321 259 2047 1201 1132 144 144 163 846 752 233 612 697 520 114 157 498 180 540 395 125 128
is_linear=0
shrinkage=0.0032998


Tree=9173
num_leaves=11
num_cat=0
split_feature=44 47 52 1373 1375 0 12 12 48 457
split_gain=0.111108 0.0827683 0.0634083 0.0591421 0.0759414 0.0548079 0.15305 0.12793 0.0657533 0.0666058
threshold=0.081710000000000019 0.11291500000000002 -0.036309999999999988 1.0000000180025095e-35 -0.089714999999999975 0.080385000000000012 0.023990000000000004 -0.14392999999999997 -0.083209999999999992 0.094845000000000013
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 7 -7 -6 -9 -10
right_child=-2 2 -4 -5 5 6 -8 8 9 -11
leaf_value=-0.0033759261902825788 0.010131697338467891 0.001885745764751188 -0.0051412676249376838 0.0069130485910383344 0.0096722451165799622 -0.0067522653135577756 0.0038183985702378172 0.0075211030561355965 0.0021746637394177613 0.0082788331889120156
leaf_weight=64 52 72 73 83 72 66 94 71 2297 52
leaf_count=64 52 72 73 83 72 66 94 71 2297 52
internal_value=0 0.00227342 -0.0016396 0.00247678 0.00234054 0.00247917 -0.000530772 0.00267315 0.00246417 0.00231056
internal_weight=0 2944 145 2799 2716 2652 160 2492 2420 2349
internal_count=2996 2944 145 2799 2716 2652 160 2492 2420 2349
is_linear=0
shrinkage=0.16829


Tree=9174
num_leaves=22
num_cat=0
split_feature=1 1 123 124 10 0 0 150 0 3 0 49 1186 0 0 3 0 13 13 13 13
split_gain=8.13676 1.56597 0.803884 0.596012 0.593972 0.452865 0.290551 0.251472 0.407559 0.20952 0.199497 0.169335 0.147358 0.201159 0.201883 0.158659 0.156829 0.119357 0.118654 0.103962 0.0807092
threshold=0.10471000000000001 0.13074500000000003 0.081630000000000022 -0.083859999999999976 -0.020369999999999996 -0.12851999999999997 -0.073254999999999987 0.089810000000000015 -0.088494999999999976 -0.08322499999999998 -0.024974999999999997 0.12518000000000004 0.085230000000000014 -0.033754999999999993 -0.14164999999999997 0.084670000000000009 -0.11073999999999999 -1.0000000180025095e-35 -1.0000000180025095e-35 0.05889500000000001 -0.073724999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 -3 18 -6 11 -9 -7 -8 12 13 14 15 -5 -16 -15 -2 -19 -11
right_child=1 4 -4 7 6 9 10 8 -10 20 -12 -13 -14 17 16 -17 -18 19 -20 -21 -22
leaf_value=0.00064390502365033306 0.0004261857095241831 7.1345402950779851e-07 0.00034688790579737378 0.001144559120419786 0.00023295320085714598 0.00067991652636160689 0.00063956883868550665 0.00057205634330773872 0.00093267385125453363 0.0007863354956191103 0.00035494230719619217 0.00078095375503787134 0.0007797632054197519 0.00093257771914071396 0.00076162745497031432 0.00092990650558887088 0.00093965883805320247 0.0012295576320075013 0.0006404538946018218 0.0010259916314320997 0.000964105095185394
leaf_weight=80 56 56 86 96 77 100 55 54 96 53 54 69 56 54 58 66 1585 57 60 60 68
leaf_count=80 56 56 86 96 77 100 55 54 96 53 54 69 56 54 58 66 1585 57 60 60 68
internal_value=0 0.000511263 0.000632456 0.000925212 0.000299282 0.000705226 0.000388984 0.000935194 0.000803086 0.000793199 0.000498884 0.000944609 0.000950149 0.00095496 0.000944538 0.00105733 0.000933396 0.00106476 0.000537318 0.00112547 0.00088653
internal_weight=0 665 423 2331 242 337 186 2251 150 221 109 2101 2032 1976 1805 162 1643 171 116 117 121
internal_count=2996 665 423 2331 242 337 186 2251 150 221 109 2101 2032 1976 1805 162 1643 171 116 117 121
is_linear=0
shrinkage=0.0032998


Tree=9175
num_leaves=18
num_cat=0
split_feature=1211 1211 42 0 1447 3 159 4 4 1447 159 457 3 49 4 13 3
split_gain=0.140376 0.0985687 0.0920206 0.132864 0.0822842 0.075887 0.0761587 0.0750003 0.0656395 0.0773396 0.0461304 0.0459997 0.0359771 0.0347079 0.114394 0.028192 0.00545003
threshold=0.076895000000000019 0.099485000000000004 0.11466000000000001 -0.07106999999999998 -0.080344999999999986 0.11269500000000002 -0.26632999999999996 0.50996500000000011 -0.0062699999999999987 -0.086219999999999977 0.12664000000000003 -0.09003499999999999 -0.065134999999999985 -0.052284999999999991 0.17176000000000005 -0.075904999999999986 -0.078584999999999988
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 8 6 15 10 9 -1 11 -8 -5 -7 -15 -6 -3
right_child=1 16 3 12 5 13 7 -9 -10 -11 -12 -13 -14 14 -16 -17 -18
leaf_value=0.0017231129679726241 0.012608152242699261 0.0028404782338787601 -0.0073743900308339575 0.0052026779291141165 0.0048602952313208112 0.0037604249446962046 0.0070173362291967379 0.008020995234427104 0.0036659436003713191 -0.006570430264317766 0.0071797290060000409 0.0023751102134028359 -0.00071090848220131361 -0.0059641173216479467 0.0026171851043540494 0.0098789782525551331 0.005391293205646421
leaf_weight=56 63 52 66 55 75 52 63 78 63 73 63 1805 61 79 99 58 52
leaf_count=56 63 52 66 55 75 52 63 78 63 73 63 1805 61 79 99 58 52
internal_value=0 0.00734107 0.00230982 -0.00134026 0.00256961 0.00284101 0.00315295 0.00289324 -0.000773956 -0.00295621 0.00268518 0.00253264 0.00207746 -5.62116e-05 -0.00118128 0.0070624 0.00413316
internal_weight=0 167 2746 182 2564 2372 2142 2009 192 129 1931 1868 116 230 178 133 104
internal_count=2913 167 2746 182 2564 2372 2142 2009 192 129 1931 1868 116 230 178 133 104
is_linear=0
shrinkage=0.16829


Tree=9176
num_leaves=23
num_cat=0
split_feature=1 12 1 3 12 43 3 150 3 43 3 12 3 12 1 1453 12 49 11 48 123 12
split_gain=4.43226 1.34219 1.06645 0.436197 0.427602 0.229438 0.214047 0.158639 0.183762 0.153862 0.124854 0.114568 0.111404 0.0741795 0.0831283 0.0723799 0.0805234 0.0685798 0.0675042 0.0444357 0.0338153 0.0292961
threshold=0.12448500000000001 0.023990000000000004 0.095435000000000006 0.28833000000000003 0.10344500000000002 -0.007069999999999999 -0.14186499999999996 1.0000000180025095e-35 -1.0000000180025095e-35 -0.077134999999999995 0.093925000000000022 0.083310000000000009 -0.10690999999999999 0.11755500000000001 0.092755000000000018 -0.074999999999999983 0.090455000000000021 -0.070754999999999985 0.086175000000000015 0.083540000000000017 0.089155000000000012 0.10859000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 5 6 20 18 8 -4 -1 19 -8 -13 14 21 -14 -17 -9 -3 -11 -2 -6
right_child=3 4 7 -5 13 -7 11 17 -10 10 -12 12 15 -15 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=0.0006242058447445707 0.00037221825029923344 0.00099255719395122946 0.00042711003105884524 0.00012559146899478708 0.00070245064638885821 0.00054933428323013765 0.00096182261157191202 0.00046114145776842937 0.00063894000952935685 0.00091571918793893596 0.00068115695765819356 0.00065710311612682054 0.00092951666937751492 0.00060392200967922542 0.00060519065101848036 0.00082341092294855494 0.00077161561552663077 0.00029467375892323899 0.00085583778573237123 0.00079048737364578313 0.00025199301027817799 0.00081055783226609019
leaf_weight=62 53 95 84 87 55 76 53 59 99 89 57 58 55 97 52 893 570 53 78 57 55 76
leaf_count=62 53 95 84 87 55 76 53 59 99 89 57 58 55 97 52 893 570 53 78 57 55 76
internal_value=0 0.000762055 0.00061837 0.000318704 0.000800685 0.000409821 0.000819422 0.00048157 0.000541899 0.000770525 0.00081504 0.000807538 0.000802327 0.000679976 0.000720096 0.000807853 0.000803255 0.000382681 0.000931119 0.000867069 0.000311319 0.000765438
internal_weight=0 2642 560 271 2082 184 1802 295 183 265 203 1629 1576 280 183 1518 1463 112 173 146 108 131
internal_count=2913 2642 560 271 2082 184 1802 295 183 265 203 1629 1576 280 183 1518 1463 112 173 146 108 131
is_linear=0
shrinkage=0.0032998


Tree=9177
num_leaves=15
num_cat=0
split_feature=1211 12 123 376 43 4 34 43 12 12 0 15 12 2
split_gain=0.100137 0.151828 0.0594946 0.0564492 0.0526524 0.114464 0.103299 0.0884212 0.092825 0.0615345 0.0612992 0.0565584 0.03854 0.0380587
threshold=0.076895000000000019 0.087915000000000007 0.10678000000000001 0.084545000000000009 -0.084059999999999982 -0.15504999999999997 -0.049569999999999996 -0.35045999999999994 -0.041014999999999989 0.12106500000000002 0.12429000000000001 0.091600000000000015 0.090285000000000018 0.08598500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 -6 -7 -9 10 11 -8 -10 -3
right_child=1 13 -4 -5 6 7 9 8 12 -11 -12 -13 -14 -15
leaf_value=-0.0056395684648475461 0.014077134521354367 0.00015916981412180685 -0.0029388625339701099 0.0071849334682627603 0.009794601317750529 0.0064991056680865919 0.0022422607860717323 -0.0057321218965591557 0.0028946923305836298 -0.0023841607924894406 0.0082215349235124097 0.0047599781852940759 -0.00025028348229832038 0.006371091394162664
leaf_weight=63 54 58 56 74 60 99 1434 52 303 65 59 309 172 55
leaf_count=63 54 58 56 74 60 99 1434 52 303 65 59 309 172 55
internal_value=0 0.00672695 0.00247524 0.00258862 0.00245791 0.00119085 0.00291002 0.00188113 0.00101021 0.00268781 0.00287175 0.00268963 0.0017521 0.00319857
internal_weight=0 167 2746 2690 2616 689 1927 626 527 1867 1802 1743 475 113
internal_count=2913 167 2746 2690 2616 689 1927 626 527 1867 1802 1743 475 113
is_linear=0
shrinkage=0.16829


Tree=9178
num_leaves=17
num_cat=0
split_feature=11 3 9 52 12 1211 12 40 3 3 39 3 475 2 124 2
split_gain=0.10944 0.0705217 0.10839 0.0612418 0.151419 0.0601708 0.104843 0.0660413 0.0571805 0.111724 0.11315 0.0520226 0.0493884 0.06796 0.0433485 0.02627
threshold=0.095210000000000017 0.11745500000000002 0.087755000000000014 -0.057374999999999995 -0.053404999999999987 0.076895000000000019 0.087915000000000007 -0.081079999999999985 -1.0000000180025095e-35 -0.046079999999999989 0.085285000000000014 -0.23394499999999999 -0.028044999999999997 0.090640000000000012 -0.082254999999999981 0.08598500000000002
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 14 9 11 -11 -9 -10 -14 -1 -8
right_child=-2 3 -4 4 -6 6 15 8 12 10 -12 -13 13 -15 -16 -17
leaf_value=0.0031271618564204982 -0.0045560033277803084 0.0035054970250450882 0.010064092704218468 0.0046139360181375383 -0.0065783788424077739 0.011708096798433576 0.00013238302813383255 0.0064942250873422994 -9.1924651642737461e-05 -0.0083466568044202865 0.0014137383497740841 0.001930189813057333 0.0024937396709947043 0.0086851308750438214 0.009373695729110806 0.0052989018688670338
leaf_weight=70 65 73 55 54 93 54 58 74 53 60 76 1811 100 103 59 55
leaf_count=70 65 73 55 54 93 54 58 74 53 60 76 1811 100 103 59 55
internal_value=0 0.00241858 0.00266098 -0.000468828 -0.00245469 0.00250204 0.00559849 0.00228637 0.0020753 0.00177367 -0.00287911 0.00211031 0.00444949 0.00564403 0.00599803 0.00266296
internal_weight=0 2848 2628 220 147 2573 167 2406 2277 2021 136 1885 256 203 129 113
internal_count=2913 2848 2628 220 147 2573 167 2406 2277 2021 136 1885 256 203 129 113
is_linear=0
shrinkage=0.16829


Tree=9179
num_leaves=25
num_cat=0
split_feature=4 2 2 16 0 52 16 34 4 4 12 3 47 133 0 4 4 483 47 51 3 133 3 3
split_gain=2.55725 1.01772 0.473164 0.329783 0.28658 0.274179 0.261055 0.247471 0.178719 0.137579 0.10719 0.212077 0.135192 0.111798 0.109576 0.103359 0.0593129 0.0528923 0.0510722 0.0487111 0.0439756 0.0308493 0.0280728 0.0148635
threshold=0.31392000000000003 0.14132000000000003 0.098500000000000018 -0.53870999999999991 -0.080499999999999988 0.056265000000000009 -0.0092499999999999978 -0.05547499999999999 0.50996500000000011 0.015030000000000002 0.087765000000000024 0.093925000000000022 0.077735000000000012 -0.13093499999999997 -0.066574999999999981 -0.012164999999999999 0.0015850000000000003 0.057345000000000007 0.097435000000000008 -0.17083999999999996 -0.13827999999999999 0.017095000000000003 -0.078584999999999988 -0.070099999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -2 6 8 9 -1 -5 -4 11 12 13 -9 16 20 17 -12 -14 -17 -6 -22 -18 -11
right_child=3 -3 4 5 15 -7 -8 10 -10 23 14 -13 18 -15 -16 19 22 -19 -20 -21 21 -23 -24 -25
leaf_value=0.00040276083934749434 0.00042180000873490381 0.00017779592282735453 0.00031300462673128116 1.6724090972466469e-05 0.00065091970013967683 0.00037511951849852215 0.00017850310548081803 0.00074263180750754228 0.00022214161900234344 0.00047281257163084463 0.00059897243584524837 0.00043153082761362787 0.00081366883626569442 0.00060069764740160766 0.00046121784814539591 0.00051774578199972855 0.00046129829238366878 0.00048872794208369263 0.00066562004137034022 0.00037337434679165859 0.00050375922773636037 0.00060289930420515678 0.00055816107352046136 0.0005601328050903546
leaf_weight=81 78 79 57 99 64 57 54 69 87 52 667 64 55 672 101 56 65 55 56 52 94 64 83 52
leaf_count=81 78 79 57 99 64 57 54 69 87 52 667 64 55 672 101 56 65 55 56 52 94 64 83 52
internal_value=0 0.00054723 0.000558829 0.000234797 0.000472445 0.000174627 0.000378136 0.000582734 0.000112996 0.000444875 0.000590441 0.00061648 0.000630332 0.000613962 0.00056584 0.000533782 0.000577945 0.000590623 0.000739295 0.00044856 0.000575082 0.00054414 0.000515858 0.000516811
internal_weight=0 2592 2513 321 545 243 215 1968 186 161 1887 916 852 741 971 330 870 722 111 108 222 158 148 104
internal_count=2913 2592 2513 321 545 243 215 1968 186 161 1887 916 852 741 971 330 870 722 111 108 222 158 148 104
is_linear=0
shrinkage=0.0032998


Tree=9180
num_leaves=20
num_cat=0
split_feature=43 16 42 43 1212 15 15 9 34 475 124 14 157 0 42 42 16 0 42
split_gain=0.131856 0.171177 0.125363 0.0987029 0.0971089 0.120031 0.0962199 0.0669366 0.0832349 0.0777333 0.084973 0.0916968 0.073716 0.0615234 0.0569557 0.0459662 0.0264042 0.021037 0.0348036
threshold=0.0034500000000000004 -0.46591499999999991 0.10683500000000001 0.056805000000000008 0.091435000000000016 0.088135000000000005 0.088060000000000013 0.084755000000000011 -0.066379999999999981 -0.085684999999999997 -0.084964999999999985 -0.24529999999999999 -0.0091799999999999989 -0.10228499999999999 0.11704500000000001 0.096490000000000006 -0.075274999999999995 -0.076384999999999995 -0.050194999999999997
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 6 7 -6 -3 8 -1 12 -11 -12 -10 -5 -4 17 -16 18 -15
right_child=1 3 14 13 5 -7 -8 -9 9 10 11 -13 -14 15 16 -17 -18 -19 -20
leaf_value=-0.0023632381997436857 -0.0089657666009499426 -0.0087449690379208054 -0.0061154899447931864 0.0074892012587930209 -0.0077458875118372383 0.0036763885757311833 0.00086175794643482764 0.0080590555994001344 0.010317298232355969 0.0084362030631722883 0.009687602756420775 0.0025012158698929561 0.0030453721976191873 0.0039691655317474058 0.0030899994160526866 0.0042664570077855816 -0.0021915980896965071 -0.0022106111318560898 -0.0016842991452944332
leaf_weight=77 57 53 57 53 52 52 66 79 83 77 52 1721 77 64 54 98 53 84 59
leaf_count=77 57 53 57 53 52 52 66 79 83 77 52 1721 77 64 54 98 53 84 59
internal_value=0 -0.000246924 0.00267024 0.000791184 0.00299517 -0.00201747 -0.00340177 0.00323668 0.00305328 0.00326167 0.00295218 0.002713 0.00682891 0.00218995 -0.00181633 0.00126321 0.000457091 -0.000149944 0.00124273
internal_weight=0 534 2434 477 2270 104 119 2166 2087 2010 1850 1773 160 358 164 305 107 207 123
internal_count=2968 534 2434 477 2270 104 119 2166 2087 2010 1850 1773 160 358 164 305 107 207 123
is_linear=0
shrinkage=0.16829


Tree=9181
num_leaves=16
num_cat=0
split_feature=2 2 151 3 43 13 12 457 16 2 13 12 151 16 3
split_gain=0.120375 0.183853 0.12886 0.111158 0.151295 0.135518 0.085045 0.0831855 0.0727383 0.0683032 0.0608023 0.105938 0.0581623 0.028567 0.0173462
threshold=-0.16649999999999998 -0.080104999999999996 0.067425000000000013 -0.096099999999999977 0.0034500000000000004 0.10553500000000002 -0.12305999999999999 0.048870000000000004 -0.010264999999999998 0.087605000000000002 0.084770000000000026 0.088105000000000003 -0.081744999999999984 0.20277000000000003 -0.13117499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 10 6 -5 9 -4 -8 11 -3 -9 14 -12
right_child=1 2 8 5 -6 -7 7 12 -10 -11 13 -13 -14 -15 -16
leaf_value=-0.0062334567008058284 0.01107510228637874 0.0020025187534098861 0.0034725855476269666 0.0078639611992763637 -0.0081084952438115632 -0.0045208401701968149 0.0026984050478274049 0.0076685311821116054 0.011885687692309075 0.00071937257246462965 0.00604052653542106 -0.0069851306197745667 0.0010428999497991865 -0.00038935709158738352 0.0020563285786225445
leaf_weight=52 61 80 68 73 71 88 984 118 52 998 57 69 56 69 72
leaf_count=52 61 80 68 73 71 88 984 118 52 998 57 69 56 69 72
internal_value=0 0.00192773 0.00173166 0.001494 -0.00102914 0.00194997 0.00220624 0.00201384 0.00713324 0.00170281 0.0004142 -0.00214749 0.00554647 0.00235101 0.00383072
internal_weight=0 2916 2855 2735 418 2317 2229 2156 120 1982 347 149 174 198 129
internal_count=2968 2916 2855 2735 418 2317 2229 2156 120 1982 347 149 174 198 129
is_linear=0
shrinkage=0.16829


Tree=9182
num_leaves=11
num_cat=0
split_feature=2 2 151 48 0 15 2 1427 3 15
split_gain=0.0833153 0.127127 0.0891901 0.0791942 0.0871303 0.0732105 0.0548966 0.0596923 0.0704647 0.0478486
threshold=-0.16649999999999998 -0.080104999999999996 0.067425000000000013 0.12011000000000001 -0.23395499999999997 -0.036279999999999993 0.16730000000000003 0.078535000000000008 -0.096099999999999977 -0.074124999999999983
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 -4 7 8 -6 -5
right_child=1 2 5 9 6 -7 -8 -9 -10 -11
leaf_value=-0.0051844296515544518 0.0092112759491847201 0.0081251184349344814 0.0013013297403512984 0.00011720711901870891 -0.00088500579527251181 0.0096995163263028945 -0.0038229896198877272 0.0056431089236080693 0.0016325145987243701 -0.0068833406604760653
leaf_weight=52 61 54 54 58 371 66 58 91 2051 52
leaf_count=52 61 54 54 58 371 66 58 91 2051 52
internal_value=0 0.00160394 0.00144077 0.00124291 0.00142876 0.0059353 0.00128741 0.00140608 0.00124614 -0.00317581
internal_weight=0 2916 2855 2735 2625 120 2571 2513 2422 110
internal_count=2968 2916 2855 2735 2625 120 2571 2513 2422 110
is_linear=0
shrinkage=0.16829


Tree=9183
num_leaves=28
num_cat=0
split_feature=1 1 39 12 14 4 0 3 16 1 3 1 4 0 1212 3 16 39 12 4 0 12 12 3 3 4 0
split_gain=9.34211 2.00391 1.16489 1.0343 0.648459 0.476375 0.448359 0.495093 0.370939 0.296961 0.193254 0.186472 0.134504 0.172877 0.15326 0.13075 0.126221 0.117913 0.112415 0.0994317 0.429616 0.0703489 0.0421328 0.0430167 0.0419215 0.0273487 0.0153308
threshold=0.10455000000000002 0.13074500000000003 0.0047850000000000011 0.089085000000000011 0.064610000000000015 0.010535000000000001 -0.075914999999999996 0.088880000000000015 -0.40430999999999989 0.088035000000000016 1.0000000180025095e-35 0.14195000000000002 0.054720000000000012 -0.11327499999999999 0.041590000000000009 0.11745500000000002 0.022165000000000004 0.084950000000000012 0.084645000000000012 -0.42305999999999994 -0.028049999999999995 0.085425000000000015 0.095295000000000019 -0.082354999999999984 0.0035100000000000005 -0.0014249999999999998 -0.096109999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 10 6 -5 7 12 24 -4 17 -10 14 -14 16 -12 -1 -2 -16 21 22 -8 23 -21 -3 -24 -15
right_child=1 8 9 5 -6 -7 19 -9 11 -11 15 -13 13 26 18 -17 -18 -19 -20 20 -22 -23 25 -25 -26 -27 -28
leaf_value=0.00088477358373381004 0.00014005557228945626 2.4102702386704863e-05 0.00064948871852039307 0.00086539712726710143 0.0010960380537531926 0.00051403906577351076 0.00087495137151547746 0.00057046732858116202 0.000355793705342459 0.00033596706179285887 0.00056524953839575537 0.00010330175399447519 0.00090554410587827033 0.00062357178530377216 0.00063701779936735066 0.00034678887045128505 0.00077986532345008868 0.00034315130875281166 0.00081429940630731352 0.00073688703671185413 0.00042191806448798106 0.00071285986238579487 0.00078449586669827442 0.00060682197774437397 -0.00010673565809839924 0.00069919731922824403 0.00071431171754543239
leaf_weight=920 54 52 66 81 84 89 68 78 60 67 54 69 52 52 52 70 152 76 187 72 56 58 173 53 54 67 52
leaf_count=920 54 52 66 81 84 89 68 78 60 67 54 69 52 52 52 70 152 76 187 72 56 58 173 53 54 67 52
internal_value=0 0.000346737 0.000792282 0.000482226 0.00081063 0.000681658 0.000799154 0.000828046 0.000102129 0.000491814 0.00034861 0.000221013 0.000841718 0.000748261 0.000852811 0.000442209 0.000869931 0.000259059 0.000775875 0.000717482 0.000692517 0.000800617 0.000733937 0.000682021 -4.22185e-05 0.00076083 0.000669281
internal_weight=0 659 2309 424 2176 170 2092 1545 235 133 254 129 1467 156 1311 124 1072 130 239 547 421 126 365 125 106 240 104
internal_count=2968 659 2309 424 2176 170 2092 1545 235 133 254 129 1467 156 1311 124 1072 130 239 547 421 126 365 125 106 240 104
is_linear=0
shrinkage=0.0032998


Tree=9184
num_leaves=27
num_cat=0
split_feature=1 52 1 39 3 3 1 3 16 16 52 16 3 1 42 1212 42 42 3 160 3 16 52 49 49 1
split_gain=3.86323 0.844124 0.524605 0.37946 0.315882 0.310566 0.25543 0.229565 0.191416 0.202818 0.164979 0.197045 0.125467 0.131352 0.122529 0.0967245 0.132886 0.113745 0.0960517 0.126578 0.100747 0.0758575 0.0584666 0.0580431 0.0440956 0.0434732
threshold=0.10455000000000002 -0.25811499999999993 0.13612500000000002 0.0047850000000000011 0.088880000000000015 -0.031895 0.088035000000000016 -0.084524999999999975 0.041025000000000006 -0.00083999999999999993 -0.032354999999999988 -0.43279999999999996 1.0000000180025095e-35 0.11338500000000001 1.0000000180025095e-35 0.083290000000000017 -0.088434999999999986 0.091485000000000025 -0.15755 -0.068619999999999987 -0.095009999999999983 -0.07964499999999998 -0.046194999999999993 -1.0000000180025095e-35 0.090520000000000017 0.090355000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 8 7 -5 -3 9 15 -4 -12 -7 -14 -11 17 -17 22 -10 -20 -21 -18 -1 -6 -22 -19
right_child=1 2 10 6 23 12 -8 -9 18 14 11 -13 13 -15 -16 16 21 25 19 20 24 -23 -24 -25 -26 -27
leaf_value=0.0006266309584790923 0.00066719148789171588 0.00035592968704189056 -1.6416864997622906e-06 0.00061216930550196029 0.00040710613998057115 0.00019122525817356646 0.00032124014521003262 0.00059655986149120474 0.00072256568378962984 0.00090894674842649081 9.1528750155851725e-05 0.00037005882854849835 0.00048297003701470791 0.00027730934473789074 0.00070797708315830147 0.00045584988555887502 0.00070397471180156366 0.0006353021262418242 0.000431773847326295 0.00072067010248739918 0.00060673317117518766 0.00058190171058813565 0.0007023366218511613 0.00054940730101745751 0.00050379138519119889 0.00052459625521851917
leaf_weight=139 81 88 53 66 53 87 67 87 54 61 60 52 53 98 79 53 114 180 61 61 120 120 856 87 83 55
leaf_count=139 81 88 53 66 53 87 67 87 54 61 60 52 53 98 79 53 114 180 61 61 120 120 856 87 83 55
internal_value=0 0.000351342 0.000307019 0.000637924 0.000648424 0.000369912 0.000465876 0.000475759 0.000658902 0.000674356 0.00014938 0.000221161 0.000291936 0.000349728 0.000795794 0.000663126 0.000607358 0.00067611 0.000591243 0.000569315 0.000600962 0.000641524 0.000691796 0.000495788 0.000564817 0.000609542
internal_weight=0 659 578 2309 2176 413 133 175 2036 1657 165 112 238 151 140 1517 287 1230 379 325 264 234 995 140 203 235
internal_count=2968 659 578 2309 2176 413 133 175 2036 1657 165 112 238 151 140 1517 287 1230 379 325 264 234 995 140 203 235
is_linear=0
shrinkage=0.0032998


Tree=9185
num_leaves=21
num_cat=0
split_feature=4 10 3 4 123 3 48 15 13 0 4 42 133 52 4 0 42 3 13 13
split_gain=5.4907 1.49813 1.04781 0.614575 0.525128 0.415237 0.371527 0.251198 0.229646 0.228946 0.226449 0.204409 0.176762 0.16389 0.147617 0.180455 0.146414 0.176008 0.107117 0.0108733
threshold=0.31392000000000003 -1.0000000180025095e-35 0.28833000000000003 -0.081204999999999986 1.0000000180025095e-35 0.10402500000000002 0.085040000000000018 -0.12431499999999999 -0.083849999999999994 -0.087604999999999975 0.62720500000000012 0.081180000000000016 -0.022249999999999995 -0.049669999999999999 -0.5055599999999999 -0.070134999999999989 0.088685000000000014 0.11878500000000002 -0.0064299999999999991 -0.080909999999999996
decision_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 9 5 7 -1 19 -9 11 13 -3 18 -2 -14 -16 17 -15 -11 -5
right_child=10 2 -4 4 -6 -7 -8 8 -10 12 -12 -13 14 16 15 -17 -18 -19 -20 -21
leaf_value=0.00069609529181410108 0.0003066587722626982 0.00099883513698575282 0.00045816349697844184 0.00099016289709995698 0.00062464028644545826 0.00060647384328372037 0.00030362544569234991 0.00094728419891580186 0.00085672820265093668 0.00093750216792832348 0.00022614237990014328 0.0012671559096199504 0.0011294357741202922 0.0006673295015149636 0.0010134279876034906 0.00086060239045502175 0.00038921019382847911 0.00041992888237303517 0.0007293153263324949 0.0010683072140999397
leaf_weight=52 58 73 58 52 88 56 54 454 1003 62 53 57 73 83 272 128 76 52 52 79
leaf_count=52 58 73 58 52 88 56 54 454 1003 62 53 57 73 83 272 128 76 52 52 79
internal_value=0 0.000881487 0.000897752 0.000908148 0.00087434 0.000887685 0.00049649 0.000897579 0.00088497 0.000989766 0.000424588 0.00111675 0.000961582 0.000463556 0.000990124 0.000964612 0.000506517 0.000572295 0.000842849 0.00103756
internal_weight=0 2613 2507 2449 1732 1644 106 1588 1457 717 322 130 587 269 473 400 211 135 114 131
internal_count=2935 2613 2507 2449 1732 1644 106 1588 1457 717 322 130 587 269 473 400 211 135 114 131
is_linear=0
shrinkage=0.0032998


Tree=9186
num_leaves=23
num_cat=0
split_feature=1 1429 157 11 4 49 151 16 3 16 2 1203 2 12 12 4 4 123 3 4 4 132
split_gain=0.147942 0.132712 0.15151 0.119022 0.136872 0.15439 0.100717 0.0780427 0.0700674 0.233073 0.116044 0.0852277 0.0574659 0.134587 0.0556454 0.078564 0.125231 0.138756 0.0521125 0.0516374 0.0479475 0.0418231
threshold=0.098395000000000024 0.084770000000000012 -0.076719999999999983 0.084110000000000004 -0.040394999999999993 -0.07929499999999999 -0.09193999999999998 0.18879500000000002 -0.054399999999999997 -0.013049999999999997 0.088105000000000003 0.088820000000000024 0.11487000000000001 0.092755000000000018 0.10793500000000002 0.51395000000000002 0.42405000000000009 0.084280000000000008 -0.014924999999999999 -0.083524999999999974 -0.079374999999999987 0.079320000000000015
decision_type=2 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 18 -6 -1 8 11 10 -10 19 13 -9 15 16 17 -7 -2 21 -21 -8
right_child=3 2 -4 -5 5 14 7 12 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=0.0093743587252693647 0.0088472651466722126 -0.0057328804816329654 0.0049058672135752282 0.0065177331080462668 -0.0082001624008890342 0.0020549678355208205 0.0061274627269688993 0.0030005054248405027 -0.0029581626234438771 0.015400333984530508 0.0067756183916933381 0.009623250162940385 0.0055809085036733711 -0.007517977064884265 -0.0048092235023316082 -0.0036555592523763638 0.0074805020683954369 -0.0076103267747362046 0.0018410553757582365 0.00074202655874226905 0.0035707056891193713 0.0010784002447920076
leaf_weight=102 63 84 69 102 69 220 301 92 52 67 103 70 52 55 54 86 89 52 59 216 822 56
leaf_count=102 63 84 69 102 69 220 301 92 52 67 103 70 52 55 54 86 89 52 59 216 822 56
internal_value=0 0.00384313 -0.000923271 0.00114993 0.000356122 -0.000736076 0.00421086 0.00393065 0.0043027 0.00709859 0.0034985 0.00387779 0.000767663 -0.00092276 0.000288326 0.000908156 0.00200033 0.000200586 0.00547374 0.0035882 0.00298381 0.00534049
internal_weight=0 2141 153 794 692 570 1988 1886 1687 222 155 1465 199 147 501 447 361 272 122 1395 1038 357
internal_count=2935 2141 153 794 692 570 1988 1886 1687 222 155 1465 199 147 501 447 361 272 122 1395 1038 357
is_linear=0
shrinkage=0.16829


Tree=9187
num_leaves=17
num_cat=0
split_feature=34 3 47 13 47 0 1453 124 156 403 47 43 3 0 42 47
split_gain=0.110581 0.0975077 0.0851025 0.0782757 0.0763628 0.0627948 0.0977613 0.0705774 0.0507835 0.0518434 0.0493516 0.0463734 0.0429071 0.038223 0.0313123 0.0323499
threshold=-0.086059999999999984 0.3148450000000001 0.077065000000000008 -0.091014999999999999 0.11230000000000001 -0.15445999999999996 -0.077314999999999981 -0.076164999999999983 0.091235000000000024 -0.081424999999999984 0.12171500000000002 -0.08237499999999999 0.086845000000000019 -0.082054999999999975 0.086310000000000012 0.094695000000000015
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 12 -7 11 9 -9 -6 -8 -2 -10 15 -5
right_child=1 -3 3 4 10 6 7 8 13 -11 -12 -13 -14 -15 -16 -17
leaf_value=-0.0046721080186705472 0.0087907275627371068 -0.0027028426465980464 0.011287254252399462 0.0099800970924792936 -0.0028462418940561206 -0.0042349318024608694 0.0024828830357243436 0.0013926732264013006 -0.0034340008322044603 0.003513929690754022 0.0036725694449781044 -0.0037095474829126614 0.0033228838756406303 0.0017175264218760524 0.003043107743757662 0.0050130374699508401
leaf_weight=58 72 90 52 78 53 63 58 431 59 1385 86 83 97 132 63 75
leaf_count=58 72 90 52 78 53 63 58 431 59 1385 86 83 97 132 63 75
internal_value=0 0.00273879 0.00291516 0.0051682 0.00426683 0.00252912 0.00228876 0.00248094 0.00273689 0.00301147 0.00117405 -0.00114956 0.00566301 0.000116811 0.00624877 0.00755701
internal_weight=0 2877 2787 407 355 2380 2211 2148 2007 1816 139 141 169 191 216 153
internal_count=2935 2877 2787 407 355 2380 2211 2148 2007 1816 139 141 169 191 216 153
is_linear=0
shrinkage=0.16829


Tree=9188
num_leaves=25
num_cat=0
split_feature=1 15 151 150 151 34 15 1375 1204 133 1456 12 159 12 15 13 1 47 12 2 42 2 49 15
split_gain=0.0885667 0.110287 0.0925943 0.0785182 0.0886904 0.0742129 0.0704716 0.0909029 0.0846709 0.0744138 0.0609765 0.0576235 0.0754367 0.0515508 0.056394 0.0376523 0.0466798 0.0534528 0.0422242 0.037114 0.0370848 0.0368869 0.0271424 0.0169983
threshold=0.098395000000000024 -0.12776499999999999 0.053170000000000002 1.0000000180025095e-35 -0.083899999999999988 -0.027829999999999997 0.084985000000000019 -0.086529999999999982 -0.078339999999999979 0.41548500000000005 0.056145000000000007 0.083785000000000012 -0.022294999999999995 -0.0066799999999999993 -0.043134999999999993 0.10935500000000002 0.14078500000000002 0.10621500000000002 -1.0000000180025095e-35 0.089865000000000014 0.084495000000000015 0.11504500000000002 -0.07278999999999998 -0.071844999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 6 5 -5 -2 7 -3 -8 11 13 -10 -13 -9 -15 16 17 18 -7 -1 -12 -20 -6 -19
right_child=3 2 -4 4 22 15 8 10 9 -11 20 12 -14 14 -16 -17 -18 23 21 -21 -22 -23 -24 -25
leaf_value=0.0049606153718275026 -0.004034831115887684 0.0086237406023901581 -0.0037447010103604109 -0.008273153654230779 0.0028721204833480132 -0.0034169483720113835 0.010396299265861142 0.004530448265034538 0.0092392668502982635 -0.0013505798603409432 0.0081531559153784662 -0.00054321304203627156 0.0043401638903492233 0.0019123596175561605 -0.00082941281330692047 0.0064228781858185991 0.0057204403667141072 0.0062638733790823572 0.0023997639156114782 0.010550153929062537 0.0022155019016731527 -0.0023471283091847589 -0.0019903847012550341 0.0020116095493101331
leaf_weight=85 60 52 67 52 53 80 52 102 54 84 56 108 508 419 430 54 71 57 166 58 66 64 84 53
leaf_count=85 60 52 67 52 53 80 52 102 54 84 56 108 508 419 430 54 71 57 166 58 66 64 84 53
internal_value=0 0.00271921 0.00239474 0.000634972 -0.00235542 0.00157213 0.00260869 0.00174521 0.00381168 0.00335519 0.00141019 0.00394785 0.00348107 0.000953456 0.000521596 0.00219271 0.00172381 0.00104392 -8.13267e-05 0.00724026 0.00495571 0.00107108 -9.61557e-05 0.00423139
internal_weight=0 2141 1998 794 189 605 1931 1125 806 754 1073 670 616 951 849 545 491 420 310 143 122 230 137 110
internal_count=2935 2141 1998 794 189 605 1931 1125 806 754 1073 670 616 951 849 545 491 420 310 143 122 230 137 110
is_linear=0
shrinkage=0.16829


Tree=9189
num_leaves=24
num_cat=0
split_feature=4 42 2 42 11 9 42 1429 12 4 2 2 4 43 4 2 12 151 43 160 15 15 43
split_gain=0.0740027 0.180301 0.107073 0.105822 0.0753453 0.137667 0.0703521 0.0557835 0.137433 0.0608312 0.0623062 0.0501303 0.0535153 0.0453049 0.124139 0.0746598 0.0591901 0.0435401 0.0440001 0.0418835 0.0399478 0.0329708 0.0155992
threshold=-0.081204999999999986 0.090775000000000008 0.10633000000000002 0.086635000000000004 1.0000000180025095e-35 0.08542000000000001 -0.090899999999999995 0.086185000000000012 0.088055000000000008 -0.079374999999999987 0.095965000000000009 0.10121500000000001 -0.054114999999999989 -0.011714999999999998 -0.085739999999999997 0.095565000000000011 0.086565000000000017 -0.085009999999999988 -0.0073499999999999998 -0.014774999999999998 0.085665000000000005 0.084845000000000018 -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
left_child=1 2 3 6 5 7 20 9 -9 -2 17 22 -13 14 16 21 -8 19 -19 -11 -1 -15 -12
right_child=4 -3 -4 -5 -6 -7 13 8 -10 10 11 12 -14 15 -16 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=-0.0020707240521203852 -0.0025489730932761281 0.010047351919443517 -0.0031861889764126529 -0.0029901879189429539 0.0062089481133874519 -0.0064669439610357876 0.0080872753513784729 -0.0086149665466710244 0.0033866685695513846 0.0074033863882561378 -0.00084859869809125299 0.0061351874842737438 0.00066302953161030318 0.0036594853661482633 0.01406315895790366 0.0086093629858472707 0.00031110348538034672 0.0013042729817122113 0.0038126258536431042 0.0021897823755449809 0.0036088521994894688 -0.0014739646720265558 -0.0047528185296217083
leaf_weight=71 97 96 89 71 85 66 54 52 56 95 67 56 542 80 52 57 58 632 291 83 69 63 53
leaf_count=71 97 96 89 71 85 66 54 52 56 95 67 56 542 80 52 57 58 632 291 83 69 63 53
internal_value=0 0.00322491 0.00223582 0.00307818 0.00129287 0.00109207 0.00393661 0.00133945 -0.00237526 0.00154977 0.00176933 0.000546491 0.00117848 0.0051705 0.00725387 0.00345316 0.00407637 0.00256516 0.00209704 0.00498242 0.000715663 0.00138533 -0.00258793
internal_weight=0 760 664 575 2175 2090 504 2024 108 1916 1819 718 598 364 164 200 112 1101 923 178 140 143 120
internal_count=2935 760 664 575 2175 2090 504 2024 108 1916 1819 718 598 364 164 200 112 1101 923 178 140 143 120
is_linear=0
shrinkage=0.16829


Tree=9190
num_leaves=25
num_cat=0
split_feature=4 482 48 4 131 131 43 13 12 13 39 12 156 482 474 159 13 43 13 3 12 4 13 3
split_gain=0.136499 0.121151 0.0880463 0.0746984 0.113475 0.105657 0.0895694 0.0930117 0.126634 0.082316 0.0801304 0.0598206 0.0543648 0.0537507 0.0601229 0.0507547 0.0453161 0.0500709 0.136591 0.036531 0.0356741 0.0572339 0.032744 0.0276105
threshold=-0.021269999999999997 0.091725000000000015 0.093225000000000016 0.074650000000000008 0.077860000000000013 0.021890000000000003 -0.00088499999999999983 -0.13871999999999998 0.083815000000000014 0.090235000000000024 0.098380000000000009 0.097060000000000021 0.10533500000000001 0.088285000000000016 0.087505000000000013 -0.071954999999999977 -0.11210999999999999 -0.15802999999999998 0.06211500000000001 -0.081084999999999977 -1.0000000180025095e-35 0.2623950000000001 0.20277000000000003 -0.079459999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 5 9 6 11 -8 -9 10 20 15 13 14 16 -2 -1 22 -19 -17 -5 -22 -18 -7
right_child=1 -3 -4 4 -6 23 7 8 -10 -11 -12 -13 -14 -15 -16 19 17 18 -20 -21 21 -23 -24 -25
leaf_value=-0.0012326513843021539 0.0044164642503273363 0.0064819880332392596 -0.0023821589475972477 0.0083095795292371499 -0.0034735967542309483 0.0055803892199412855 0.0016641376114751854 -0.01068744951420997 -0.0018984715142161097 -0.0031264817823555822 -0.0020069077522421748 -0.0057973757771832626 -0.0008370425598159298 -0.0017314144960083062 0.008453074507649946 0.00074468130972310401 0.0096282047588974896 0.0036258593434400385 -0.0044598392593589477 -0.0026219566987133072 0.0070514685190575408 0.0015756978804896621 0.0037887037621518152 0.00096030510500020878
leaf_weight=60 68 87 91 70 98 71 55 91 96 55 55 53 96 57 67 232 59 929 63 150 95 128 53 78
leaf_count=60 68 87 91 70 98 71 55 91 96 55 55 53 96 57 67 232 59 929 63 150 95 128 53 78
internal_value=0 0.000389061 0.00267749 7.78462e-06 0.0016541 -0.000912805 -0.00173255 -0.00439373 -0.00618507 0.00290549 0.00386398 -0.000448653 0.00301147 0.00329971 0.00353413 0.000177316 0.00324945 0.00349467 0.00311054 -0.000572594 0.00497216 0.00391648 0.00688091 0.00317388
internal_weight=0 1482 1475 1395 501 894 745 242 187 403 348 503 1384 1288 1231 450 1164 1104 992 382 293 223 112 149
internal_count=2957 1482 1475 1395 501 894 745 242 187 403 348 503 1384 1288 1231 450 1164 1104 992 382 293 223 112 149
is_linear=0
shrinkage=0.16829


Tree=9191
num_leaves=31
num_cat=0
split_feature=49 15 160 48 15 41 0 1 15 3 0 3 13 1 1 3 13 50 13 3 13 3 3 130 3 0 15 15 13 3
split_gain=0.116815 0.0975201 0.0847109 0.0753478 0.0928489 0.101542 0.0732185 0.0810357 0.0719579 0.0716545 0.0592803 0.0689166 0.0771492 0.0607773 0.0652709 0.0578778 0.0470189 0.0753683 0.0465281 0.0879176 0.0840346 0.0426964 0.0400194 0.0340124 0.0621952 0.0292343 0.0343266 0.0249927 0.0216464 0.018494
threshold=0.0033550000000000003 -0.044884999999999994 0.051580000000000008 0.11741000000000001 0.039965000000000007 0.079885000000000025 0.12469500000000001 0.13385500000000003 -0.14733499999999997 0.11391500000000002 -0.081644999999999981 -0.09738999999999999 0.0040450000000000009 0.091395000000000018 0.076160000000000019 -0.026279999999999998 -0.070004999999999998 0.077765000000000015 -0.089024999999999979 -0.082354999999999984 -0.098524999999999988 -0.082234999999999989 -0.074959999999999985 0.006490000000000001 -0.085074999999999998 -0.10147999999999999 -0.087894999999999987 -0.41956999999999994 -0.080519999999999994 -0.080294999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 5 6 7 8 15 -10 18 -12 13 14 -13 -1 17 21 20 23 -6 -2 -15 24 -20 -18 -27 -9 -21 -4
right_child=1 -3 29 -5 10 -7 -8 27 9 -11 11 12 -14 22 -16 -17 25 -19 19 28 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0079443253737077509 -0.0008960191145897851 -0.0056056247160681874 0.0064752191325014594 0.0078763587585398993 0.0058519675744846591 -0.0057709654229480406 0.0065041371649658354 0.0068568885834445238 0.0010934041135656153 -0.0049927344512039479 0.0072531459694189383 0.0019091387595794988 -0.0040203992014018761 -0.0047868852292683494 0.0085203575764093223 -6.9854728946443401e-06 0.0041869682707362833 0.002264694372659447 0.0042805247562867623 0.011521882478940872 -0.0019213817469727948 -0.0068778127917396483 0.0013494248487936425 0.0069896750617905387 -0.0017074063438621528 -0.0032924235506985589 0.0018414999191106664 0.0022075765515605725 0.0067276910434851825 0.0021801818445142808
leaf_weight=53 53 99 53 57 71 66 65 67 755 59 53 216 77 53 53 52 54 60 162 52 88 97 69 60 70 65 85 67 61 65
leaf_count=53 53 99 53 57 71 66 65 67 755 59 53 216 77 53 53 52 54 60 162 52 88 97 69 60 70 65 85 67 61 65
internal_value=0 -0.000755316 0.000143902 0.00182464 0.00167183 0.000639311 0.00101934 0.000679068 0.000113326 0.000650064 0.0027969 0.00149712 0.000841426 0.00180347 0.0032184 -0.00403056 -0.000986334 -0.00275598 0.00399439 0.00495414 0.00153844 -0.00477622 -0.00130162 0.00340174 0.00246608 0.00082655 -0.000371223 0.00454564 0.00894977 0.00412453
internal_weight=0 631 532 2326 2269 1184 1118 1053 919 814 1085 521 468 391 269 105 414 210 564 405 159 150 122 292 232 204 150 134 113 118
internal_count=2957 631 532 2326 2269 1184 1118 1053 919 814 1085 521 468 391 269 105 414 210 564 405 159 150 122 292 232 204 150 134 113 118
is_linear=0
shrinkage=0.16829


Tree=9192
num_leaves=25
num_cat=0
split_feature=1427 403 15 12 12 47 49 48 52 52 159 15 403 13 9 12 50 3 15 43 52 16 474 155
split_gain=0.090667 0.102069 0.0647175 0.120513 0.0743514 0.0640104 0.080782 0.106663 0.0878974 0.105572 0.0883979 0.0851495 0.0790369 0.0746193 0.0647194 0.0619125 0.0435329 0.0402179 0.0690963 0.0408385 0.0393001 0.0324442 0.0311553 0.0110216
threshold=0.088585000000000011 -0.074254999999999988 0.043560000000000008 0.087665000000000007 0.084595000000000017 0.12794000000000003 0.0033550000000000003 0.084095000000000017 -0.15086999999999998 -0.25811499999999993 0.11073500000000001 -0.032144999999999993 -0.055314999999999996 -0.075904999999999986 -0.075899999999999981 0.078120000000000009 0.08956500000000002 -0.080624999999999988 0.087670000000000012 -0.010894999999999998 -1.0000000180025095e-35 -0.11158 0.023345000000000001 0.094400000000000026
decision_type=2 2 2 2 2 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 11 9 22 12 15 -10 -12 -14 -8 17 18 19 -6 -9 -17 23 -3
right_child=-2 5 4 -5 16 -7 7 20 10 -11 13 -13 14 -15 -16 21 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=-0.0058358118403567302 0.007484769957129031 0.0031585982066348909 0.0097299208804663782 0.0042437465481586856 0.0068782151004304851 0.0051952066103438032 0.0059654526251448356 -0.0024600771067748912 -0.0053472793205188536 -0.0071042898577399847 0.0011722704300119 -0.0062307088951511777 0.006983284578872484 0.009925559241509431 0.0009761181550303089 -0.0035973794257498416 0.0076070732118005439 0.006400827460006934 -0.0019683867964435425 0.00066880882804423324 -0.0084194177141629026 0.00080309613107160376 -0.0032316281763601585 5.4678227797296407e-05
leaf_weight=59 61 65 58 78 65 78 56 58 54 80 52 56 53 60 1294 61 53 55 100 57 71 213 53 67
leaf_count=59 61 65 58 78 65 78 56 58 54 80 52 56 53 60 1294 61 53 55 100 57 71 213 53 67
internal_value=0 0.000923838 0.00304764 -8.39715e-05 0.00415802 0.000452816 0.000290713 -0.00156407 0.000828963 -0.00199566 0.00132488 -0.000159167 0.000959642 0.00587757 0.00121381 0.000865711 0.00317328 0.00231845 0.00129895 0.00399183 -0.00575395 -0.000170015 0.000203762 0.00159673
internal_weight=0 2896 525 137 388 2371 2293 515 1778 265 1513 386 1401 112 1347 330 330 277 222 122 129 274 185 132
internal_count=2957 2896 525 137 388 2371 2293 515 1778 265 1513 386 1401 112 1347 330 330 277 222 122 129 274 185 132
is_linear=0
shrinkage=0.16829


Tree=9193
num_leaves=14
num_cat=0
split_feature=1453 157 48 48 0 480 13 12 130 403 2 475 0
split_gain=0.0741568 0.0650765 0.11007 0.103067 0.116675 0.103926 0.0987315 0.0747471 0.0628953 0.0637508 0.0432014 0.0977039 0.0310366
threshold=-0.079499999999999987 -0.08577499999999999 0.13582000000000002 0.09117500000000002 -0.06612999999999998 -0.039079999999999997 -0.23438999999999996 0.056995000000000011 -0.11198999999999999 -0.074254999999999988 0.099435000000000009 -0.0070399999999999994 -0.091069999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 5 7 -3 -7 -5 -8 -10 11 -2 -9
right_child=1 2 -4 4 -6 6 8 12 9 -11 -12 -13 -14
leaf_value=0.0060054377576736085 -0.0050605526230333682 0.0084670768607093792 0.0082778891020038985 -0.0038638034760940542 -0.0086197755955462179 0.0061128773276679293 0.0065394886574396448 0.0051502341241100582 0.0023739839031131577 0.00013085587865670656 -0.0063854838615345884 0.0037650439079237904 -0.00019482744657173888
leaf_weight=78 72 54 57 98 63 102 52 59 457 1680 52 70 63
leaf_count=78 72 54 57 98 63 102 52 59 457 1680 52 70 63
internal_value=0 0.000742622 0.000958159 0.000798715 -0.00223288 0.00116534 0.000992451 -0.000395741 0.000753036 0.000611392 -0.0022312 -0.000697254 0.00237535
internal_weight=0 2879 2685 2628 283 2345 2291 220 2189 2137 194 142 122
internal_count=2957 2879 2685 2628 283 2345 2291 220 2189 2137 194 142 122
is_linear=0
shrinkage=0.16829


Tree=9194
num_leaves=14
num_cat=0
split_feature=9 11 1427 4 15 11 376 43 1186 2 2 2 13
split_gain=0.0663385 0.0622624 0.0668985 0.06683 0.0741091 0.0981427 0.0640219 0.0568975 0.0478411 0.0370429 0.0630584 0.0593609 0.0292158
threshold=0.081505000000000008 0.094445000000000015 0.088585000000000011 0.62207500000000004 0.043560000000000008 0.079225000000000004 0.086445000000000008 -0.095964999999999981 1.0000000180025095e-35 0.088495000000000004 0.087245000000000003 0.092545000000000016 -0.012224999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 9 10 -6 -11 -2
right_child=12 -3 -4 -5 8 -7 -8 -9 -10 11 -12 -13 -14
leaf_value=0.0032382745350173462 -0.00054477025964147551 0.0065519338246462083 0.0063876500828241615 0.0064659256319427108 0.0015194309934643848 -0.0060175226862760004 -0.0055853453402936971 -6.1539555438980137e-05 0.0064487578856652654 -0.0032342945163750057 0.0068621457258923593 0.0014371738992068424 -0.0062008017399548688
leaf_weight=167 52 54 59 55 613 78 54 1292 55 113 70 242 53
leaf_count=167 52 54 59 55 613 78 54 1292 55 113 70 242 53
internal_value=0 0.000887364 0.000777399 0.000655894 0.000536167 -0.000195782 0.00010316 0.000314932 0.00160325 0.00134478 0.00206963 -4.47398e-05 -0.00341683
internal_weight=0 2852 2798 2739 2684 1591 1513 1459 1093 1038 683 355 105
internal_count=2957 2852 2798 2739 2684 1591 1513 1459 1093 1038 683 355 105
is_linear=0
shrinkage=0.16829


Tree=9195
num_leaves=12
num_cat=0
split_feature=4 1374 1447 1447 1456 41 151 0 2 2 42
split_gain=0.121103 0.0942095 0.0753418 0.116459 0.0997172 0.0834607 0.0549415 0.0588428 0.115864 0.113021 0.0539476
threshold=0.51395000000000002 0.089520000000000016 -0.085574999999999984 -0.086819999999999994 -0.092679999999999985 0.075585000000000013 -0.40941499999999992 0.0088250000000000012 -0.054704999999999997 0.10859000000000001 0.089110000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 6 -6 8 -8 -9 -7
right_child=-2 -3 4 -5 5 10 7 9 -10 -11 -12
leaf_value=0.0014147906313085282 -0.005026727225395068 -0.0060587283273971131 0.0066682529636817754 -0.0089933133542443519 0.0061537886725272781 0.0081179870425735507 -0.0070763284443041002 0.0060762825779047906 0.000609856270148514 -0.0020468181912375307 0.0017387969074882745
leaf_weight=71 101 54 92 53 53 74 57 143 2138 73 78
leaf_count=71 101 54 92 53 53 74 57 143 2138 73 78
internal_value=0 0.000899593 0.00103291 -0.00301935 0.00121912 0.0010268 0.000789839 0.00067118 0.000409442 0.00332266 0.00485628
internal_weight=0 2886 2832 124 2708 2616 2464 2411 2195 216 152
internal_count=2987 2886 2832 124 2708 2616 2464 2411 2195 216 152
is_linear=0
shrinkage=0.16829


Tree=9196
num_leaves=25
num_cat=0
split_feature=4 1 3 1 11 15 4 4 2 1 0 52 16 15 4 3 2 16 16 159 13 3 51 1
split_gain=4.56968 1.17589 0.757419 0.331981 0.274942 0.258622 0.214195 0.219969 0.19666 0.159191 0.26133 0.212406 0.157321 0.145121 0.136604 0.12056 0.114249 0.102211 0.0497455 0.0564308 0.0449147 0.0985212 0.0380033 0.0298961
threshold=0.31392000000000003 0.10123500000000001 -0.064734999999999987 0.14754500000000001 1.0000000180025095e-35 0.13248000000000001 -0.14994999999999997 0.0072100000000000003 0.11504500000000002 0.089825000000000002 -0.099704999999999974 0.11122500000000002 -0.48652999999999996 0.039965000000000007 -0.44205499999999992 -0.16100499999999998 0.10179000000000001 -0.0096749999999999978 -0.080419999999999978 -0.023859999999999996 -0.051009999999999993 -0.078254999999999977 -1.0000000180025095e-35 0.12829500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 15 8 5 9 -4 17 12 11 -11 14 -2 -6 -1 -3 -16 -8 -13 -20 21 -12 -17 -10
right_child=3 2 6 -5 13 -7 7 -9 23 10 20 18 -14 -15 16 22 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.00092788144067068395 0.00052773488519051754 0.000846860764193164 0.00062192045892480005 4.2139690798552602e-05 0.00077578237865756465 0.00051000938485140223 0.00039122655273891155 0.00052176239458892029 0.00028436550712581006 0.00046456374914202638 0.00057493665285505578 0.00072066557863865045 0.00028746187886767696 0.0010098346204048653 0.00076806170053662687 0.00072346839588050796 0.00068111213802328529 0.00020193297347755252 0.00069203816634768678 0.0005678772675992939 0.00077184410745508242 0.00074348295211537554 0.00060123786221422235 0.00018166161175684864
leaf_weight=54 72 55 55 52 61 59 67 83 84 59 66 103 52 59 1208 57 200 60 79 93 91 98 67 53
leaf_count=54 72 55 55 52 61 59 67 83 84 59 66 103 52 59 1208 57 200 60 79 93 91 98 67 53
internal_value=0 0.000705278 0.000549886 0.00028368 0.000736201 0.000727372 0.000437531 0.000389071 0.000331668 0.000733608 0.000664204 0.000746134 0.000427259 0.000891152 0.000762118 0.000716025 0.000755736 0.000302074 0.000661028 0.000625109 0.000710257 0.000675868 0.000657709 0.00024489
internal_weight=0 2674 444 313 2230 2110 265 210 261 2051 314 1737 124 120 1462 179 1408 127 275 172 255 164 124 137
internal_count=2987 2674 444 313 2230 2110 265 210 261 2051 314 1737 124 120 1462 179 1408 127 275 172 255 164 124 137
is_linear=0
shrinkage=0.0032998


Tree=9197
num_leaves=12
num_cat=0
split_feature=15 15 2 14 12 11 158 9 52 1456 12
split_gain=0.134405 0.0923047 0.103065 0.22664 0.0943727 0.0810343 0.0773028 0.0711444 0.0741346 0.0819573 0.0617384
threshold=0.18078000000000002 -0.2987999999999999 -0.0011799999999999998 -0.40567999999999999 -0.12305999999999999 0.087830000000000005 -0.46166999999999997 0.083710000000000021 0.11122500000000002 -0.083354999999999999 0.083945000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 -6 8 9 -8 -10
right_child=-2 4 3 -5 5 -7 7 -9 10 -11 -12
leaf_value=0.0030990597030477354 -0.0071950429839936318 0.0079238904732249534 0.002799883313007494 -0.011057816821927788 0.0071824829123896643 0.0064643023683804493 0.0062764608002820457 -0.0049155065043821576 -0.0054276005465158676 0.001355668213478177 6.3708040443135217e-05
leaf_weight=69 54 64 60 75 60 86 101 55 71 1979 313
leaf_count=69 54 64 60 75 60 86 101 55 71 1979 313
internal_value=0 0.00127334 -0.00217605 -0.00488553 0.00153185 0.00137767 0.00120735 0.00106432 0.00119853 0.00159547 -0.000946933
internal_weight=0 2933 204 135 2729 2665 2579 2519 2464 2080 384
internal_count=2987 2933 204 135 2729 2665 2579 2519 2464 2080 384
is_linear=0
shrinkage=0.16829


Tree=9198
num_leaves=10
num_cat=0
split_feature=15 4 42 41 13 12 9 12 480
split_gain=0.0930044 0.0786319 0.0570718 0.0671288 0.0961585 0.0568169 0.0746854 0.0762249 0.0477042
threshold=0.18078000000000002 0.51395000000000002 -0.15259499999999995 0.078150000000000011 -0.10939499999999998 0.11984500000000002 0.083710000000000021 -0.12305999999999999 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 7 -4 -9
right_child=-2 -3 3 4 -6 -7 -8 8 -10
leaf_value=-0.0027388606443784604 -0.0059841912591813221 -0.0035500801256663785 0.0072701937899953845 0.00063803614091113056 0.0098271033575448048 0.0054398928560388535 -0.0046804258837643787 -0.0029968667762542674 0.0011772269001617329
leaf_weight=99 54 101 57 67 63 86 63 80 2317
leaf_count=99 54 101 57 67 63 86 63 80 2317
internal_value=0 0.00105946 0.00122449 0.00136872 0.00510502 0.00118143 0.00103521 0.00118268 0.00103717
internal_weight=0 2933 2832 2733 130 2603 2517 2454 2397
internal_count=2987 2933 2832 2733 130 2603 2517 2454 2397
is_linear=0
shrinkage=0.16829


Tree=9199
num_leaves=21
num_cat=0
split_feature=1 12 2 2 15 4 2 1 12 4 1 43 0 12 1429 1 0 52 52 475
split_gain=3.34751 0.866881 0.595034 0.461152 0.384477 0.335326 0.274876 0.215051 0.201272 0.232296 0.197616 0.142027 0.139093 0.125602 0.127503 0.102124 0.291931 0.134252 0.0992795 0.0509813
threshold=0.11690500000000002 0.056995000000000011 0.10859000000000001 0.072175000000000017 0.13248000000000001 -0.081139999999999976 0.25063000000000007 0.086165000000000005 -1.0000000180025095e-35 0.27644500000000005 0.10970000000000001 -0.057539999999999994 -0.074679999999999983 0.082595000000000016 0.084965000000000013 0.090355000000000005 -0.09008999999999999 0.11087000000000001 -0.0046699999999999997 -0.083494999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 10 -5 8 -7 12 18 13 -4 -2 -3 15 17 -17 -15 -10 -16
right_child=6 4 11 5 -6 7 -8 -9 9 -11 -12 -13 -14 14 19 16 -18 -19 -20 -21
leaf_value=0.00040676702070228086 0.00018655845058183942 0.00084770295492784338 0.00022060194959852328 0.00083293207576705982 0.00041004576126280469 0.00070542581455889665 0.0001124875509452386 0.00048083029346958426 0.00043605561011868244 0.00028506394372999021 0.00089747542717096419 0.00043647899613176233 0.00038475139957844234 0.00070496901958705003 0.00086540531029584422 0.00040881788921060533 0.00067202163111860786 0.00061832566770787833 0.00063778494560455057 0.00071956233664381762
leaf_weight=94 84 56 52 97 53 94 55 95 56 65 53 96 73 1245 59 57 253 240 54 56
leaf_count=94 84 56 52 97 53 94 55 95 56 65 53 96 73 1245 59 57 253 240 54 56
internal_value=0 0.000658623 0.000538956 0.000608224 0.0006891 0.000674314 0.000329482 0.00059272 0.000365323 0.000442624 0.000696408 0.000360868 0.000278936 0.000690969 0.000686356 0.000679395 0.00062374 0.00069099 0.000535407 0.000794692
internal_weight=0 2600 528 380 2072 286 387 189 332 175 2019 148 157 1966 1910 1795 310 1485 110 115
internal_count=2987 2600 528 380 2072 286 387 189 332 175 2019 148 157 1966 1910 1795 310 1485 110 115
is_linear=0
shrinkage=0.0032998


Tree=9200
num_leaves=21
num_cat=0
split_feature=39 1203 51 484 402 157 159 12 11 12 159 48 12 482 0 12 4 12 1212 42
split_gain=0.0975755 0.0776771 0.070913 0.0899301 0.0660417 0.0728057 0.0904749 0.0662028 0.118579 0.090448 0.0729377 0.0639992 0.0672413 0.0467848 0.0443201 0.0441837 0.0398286 0.0335913 0.0218536 0.0196298
threshold=0.11742500000000002 0.084485000000000018 0.087425000000000017 -0.070034999999999986 0.11288500000000001 -0.0048549999999999991 -0.046074999999999991 0.085965000000000014 0.089795000000000014 -0.014854999999999998 0.08512500000000002 0.091195000000000012 0.085525000000000004 0.073800000000000018 -0.083514999999999992 -0.083979999999999985 -0.0021099999999999995 0.088055000000000008 -0.041454999999999992 0.086635000000000004
decision_type=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 14 15 -11 12 -5 16 -9 -7 -8 -3 -6 -14
right_child=-2 17 3 11 18 7 13 8 -10 10 -12 -13 19 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0079400848272635476 -0.0055195435069751676 -0.0055689405891391399 -0.0028155346909990186 0.010332185363996027 0.0028321400022007061 0.00033930942095341908 0.0037344442480584214 0.0031776282419128127 -0.0064850784577093392 -0.0028733186887833868 0.0036737273949874515 0.00098796949472833642 0.0060633591553438627 -0.0024153794171139389 0.00085075718159993035 0.0052325899302591546 -0.0010048013047021301 -0.00043790821176053736 0.0076336330909083771 0.0021620963715858932
leaf_weight=81 62 60 53 75 59 181 213 360 53 433 54 96 75 64 660 74 65 93 52 75
leaf_count=81 62 60 53 75 59 181 213 360 53 433 54 96 75 64 660 74 65 93 52 75
internal_value=0 0.00122354 0.00143127 0.00358566 0.00108749 0.000887792 0.00287681 0.000423246 0.00126909 -0.000797506 -0.00214367 0.00464816 0.00620185 0.00167236 0.00167377 0.00176637 0.00261988 -0.00246182 0.00509767 0.00412471
internal_weight=0 2876 2723 374 2349 2238 423 1815 1073 742 487 321 225 342 1020 255 278 153 111 150
internal_count=2938 2876 2723 374 2349 2238 423 1815 1073 742 487 321 225 342 1020 255 278 153 111 150
is_linear=0
shrinkage=0.16829


Tree=9201
num_leaves=13
num_cat=0
split_feature=10 11 1374 150 1444 400 129 12 0 0 2 1203
split_gain=0.114639 0.0711432 0.0616272 0.0775831 0.0570834 0.0597341 0.0718134 0.0496975 0.0481075 0.0651431 0.047823 0.0277571
threshold=-0.092019999999999977 0.079700000000000007 0.086765000000000023 0.12012000000000002 -0.078609999999999985 -0.0056149999999999993 0.10359500000000001 0.085685000000000025 -0.14385499999999998 0.121355 0.091290000000000024 0.088980000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 10 7 -7 -3 -10 11 -6
right_child=1 8 -4 -5 5 6 -8 -9 9 -11 -12 -13
leaf_value=-0.0053403545648350991 -0.0043988005830160872 0.00012959536106683139 0.0057584164257035095 -0.0056396991999463075 0.0015664733704085815 0.00018563051858193542 0.0066685948843738154 0.0017887781152854966 0.009989735740825352 0.0020902299626465357 -0.0057280185850044629 -0.0030939196268573049
leaf_weight=81 57 53 71 53 99 996 67 1224 63 57 60 57
leaf_count=81 57 53 71 53 99 996 67 1224 63 57 60 57
internal_value=0 0.00107671 0.00086267 0.000728956 0.000861509 0.000982018 0.00123513 0.00107034 0.00438704 0.00625244 -0.0016896 -0.000124846
internal_weight=0 2857 2684 2613 2560 2503 2287 2220 173 120 216 156
internal_count=2938 2857 2684 2613 2560 2503 2287 2220 173 120 216 156
is_linear=0
shrinkage=0.16829


Tree=9202
num_leaves=20
num_cat=0
split_feature=4 11 4 124 4 1429 159 1447 15 1 1 1 40 1429 1 4 42 1 15
split_gain=0.064368 0.0928767 0.0870955 0.0768735 0.0592399 0.0551542 0.0495618 0.10667 0.0656439 0.0545251 0.0926041 0.101421 0.0651093 0.0637953 0.0467542 0.0409171 0.0355629 0.0312237 0.00801289
threshold=0.31392000000000003 0.079700000000000007 0.41823000000000005 -0.000185 0.51973500000000017 -0.09168999999999998 -0.08867499999999999 -0.086009999999999989 -0.0062949999999999994 0.080320000000000016 0.11215000000000001 0.10123500000000001 -0.037459999999999993 0.083985000000000018 0.10296000000000001 -0.064609999999999987 0.085790000000000019 0.081905000000000019 -0.42075999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 18 -1 8 -8 17 13 11 -11 -12 16 -3 -10 -9 -7 -5
right_child=2 14 3 4 -6 6 7 9 15 10 12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.0062087826650011101 -0.0063279215615830121 0.0027639186456166042 0.0048176656059034382 -0.0011267787014830151 -0.0065702708182487036 0.0033317862554137199 -0.0067747542279978003 0.00019278794002177915 0.0031593123520369812 -0.00047044808692004234 -0.0025802371061669545 -0.0059993585325372233 0.0042732778988465985 0.0053129696191089844 0.0091412620933091372 -0.0033624987847507312 0.0020553059867213768 0.0085576618351932802 0.0017651057665734164
leaf_weight=52 80 85 69 53 52 88 57 741 53 482 52 117 157 102 54 56 480 53 55
leaf_count=52 80 85 69 53 52 88 57 741 53 482 52 117 157 102 54 56 480 53 55
internal_value=0 0.00101853 -0.00154727 0.000114977 -0.00190183 0.000781351 0.000664852 0.000407413 0.00291077 0.000600365 -0.000487308 -0.00155338 0.0025595 0.001266 0.00525437 -0.00017486 0.000926453 0.00530886 0.000329305
internal_weight=0 2629 309 229 160 2490 2438 2188 250 2131 808 599 209 1323 139 109 1221 141 108
internal_count=2938 2629 309 229 160 2490 2438 2188 250 2131 808 599 209 1323 139 109 1221 141 108
is_linear=0
shrinkage=0.16829


Tree=9203
num_leaves=15
num_cat=0
split_feature=10 1456 3 3 15 52 16 15 159 1 15 43 3 1453
split_gain=0.0669265 0.0622261 0.0466118 0.0607693 0.0740026 0.102689 0.0694185 0.0930918 0.0577449 0.08427 0.0656162 0.049141 0.045875 0.0314428
threshold=-0.092019999999999977 0.10959500000000001 -0.15870999999999996 -0.15041499999999997 -0.0058149999999999999 -0.15824499999999997 0.13995000000000002 0.037885000000000009 0.10708500000000001 0.13831000000000002 -0.093074999999999977 -0.015924999999999998 -0.24175499999999997 -0.0067199999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 11 -4 8 -6 7 -7 9 13 -10 -2 -13 -5
right_child=1 -3 3 4 5 6 -8 -9 10 -11 -12 12 -14 -15
leaf_value=-0.0041443679761067002 0.0079115902548997138 -0.0045543183556307877 -0.0049341284384744619 0.0054631064585264674 -0.0068594653991355713 -0.0045508319774029207 0.0053231250893964214 0.00043501563815531144 -0.0063450506285237084 0.0080757101966601637 0.0015573597506755704 -0.0016475602117982894 0.0051211065804375082 0.0014943203585726028
leaf_weight=81 52 61 53 60 61 119 71 974 52 62 69 58 55 1110
leaf_count=81 52 61 53 60 61 119 71 974 52 62 69 58 55 1110
internal_value=0 0.000758257 0.000874804 0.000701881 0.000818447 -0.000127782 0.000223452 -0.000106173 0.00167649 0.00202173 -0.00182387 0.00362124 0.00163102 0.00169938
internal_weight=0 2857 2796 2631 2578 1225 1164 1093 1353 1232 121 165 113 1170
internal_count=2938 2857 2796 2631 2578 1225 1164 1093 1353 1232 121 165 113 1170
is_linear=0
shrinkage=0.16829


Tree=9204
num_leaves=27
num_cat=0
split_feature=1 12 1 4 1 0 1 0 4 1428 160 157 123 16 0 160 157 1 1446 4 159 16 12 1211 4 40
split_gain=6.22008 2.00885 1.11338 0.379339 0.353126 0.291883 0.227751 0.227292 0.197765 0.163723 0.149537 0.148434 0.14832 0.159169 0.135342 0.122308 0.108601 0.105612 0.120141 0.0903023 0.12518 0.0849616 0.0735143 0.0677546 0.0661596 0.015777
threshold=0.12448500000000001 0.056995000000000011 0.10152500000000002 0.27420500000000009 0.14860500000000001 -0.083414999999999975 0.088470000000000007 -0.14680499999999999 0.0060300000000000015 0.080150000000000013 -0.043349999999999993 -0.081534999999999982 0.086620000000000016 -0.031234999999999999 -0.092524999999999982 -1.0000000180025095e-35 -0.087424999999999989 0.081005000000000008 0.086150000000000018 -0.0073499999999999998 -0.021529999999999997 -0.088604999999999975 0.103675 0.083495000000000014 -0.017399999999999995 -0.0087249999999999984
decision_type=2 2 2 2 2 2 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 12 6 7 -3 10 17 -1 16 13 -2 -8 -4 -9 18 22 20 -19 -17 -7 -13 -12 -10
right_child=4 3 15 -5 -6 9 14 11 25 -11 24 23 -14 -15 -16 21 -18 19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00068870837641595354 0.00033933784348760674 0.0011440087579638618 0.00059473965401543984 0.00058671227857333397 9.348507001867306e-05 0.00082885700476992015 0.00064506768780157506 0.00091900455723464803 0.00069415886987505009 0.0010066850777036029 0.00081950679435230682 0.000885017108264818 0.00023967756150136988 0.00057071543147571254 0.00088631144975654644 0.00049653888098484707 0.001116278194067626 0.0010305059962232826 0.00064436731373100251 0.00074005374142265207 0.00085767845922643722 0.00035032983244334117 0.0007357855170465258 0.0010120907029090307 0.00096390594678674496 0.00060313414293854768
leaf_weight=64 87 52 66 54 70 491 53 63 52 57 87 608 70 53 52 93 66 59 54 54 250 86 124 54 66 53
leaf_count=64 87 52 66 54 70 491 53 63 52 57 87 608 70 53 52 93 66 59 54 54 250 86 124 54 66 53
internal_value=0 0.000814416 0.000639966 0.000861703 0.000297134 0.000868976 0.0009117 0.000929946 0.000767688 0.000831751 0.000825174 0.000915829 0.000364849 0.000427182 0.000764876 0.000471958 0.00102021 0.000822055 0.00079682 0.000868465 0.000890792 0.00042649 0.000810149 0.000895436 0.000882027 0.000648549
internal_weight=0 2658 567 2091 280 2037 948 843 322 1089 217 791 210 140 105 245 129 1032 669 363 309 179 615 662 153 105
internal_count=2938 2658 567 2091 280 2037 948 843 322 1089 217 791 210 140 105 245 129 1032 669 363 309 179 615 662 153 105
is_linear=0
shrinkage=0.0032998


Tree=9205
num_leaves=24
num_cat=0
split_feature=1 3 1 1 124 52 15 3 3 4 158 4 52 4 3 4 1210 1210 1 42 48 150 3
split_gain=5.96357 1.42734 0.475924 0.333426 0.315079 0.262023 0.213341 0.186005 0.175916 0.136843 0.15507 0.1415 0.11128 0.112949 0.108677 0.0782225 0.0765186 0.148959 0.0696279 0.065437 0.0505985 0.0459952 0.00797472
threshold=0.10123500000000001 -0.049204999999999992 0.11849500000000002 0.13300500000000001 -0.082389999999999977 1.0000000180025095e-35 -0.063834999999999989 0.10021000000000001 0.076825000000000018 0.053925000000000008 0.078875000000000015 -0.27577999999999997 -0.055844999999999992 0.51395000000000002 0.12955000000000003 -0.50810499999999992 -0.089089999999999989 -0.077834999999999988 0.12988000000000002 0.079890000000000017 0.085485000000000019 -1.0000000180025095e-35 -0.23936999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 5 -1 8 -2 9 20 11 19 15 -5 -14 -10 -6 -13 -18 -4 -11 -3 -19 -8
right_child=1 3 18 12 7 -7 22 -9 14 10 -12 16 13 -15 -16 -17 17 21 -20 -21 -22 -23 -24
leaf_value=0.00057004304678893861 0.00060945451495081251 0.00018786840252255343 0.00053951591844100702 0.00010958545866379565 0.00078916169258427956 0.00059709491128740442 0.0007942468448089013 0.00062069342561903325 0.00054824387539818256 0.00059748176636307485 0.0008502983880168426 0.00071438477517403302 0.00037314727641810775 0.00017492853193078377 0.00033857455596419278 0.00060559222349796987 0.0010009817382882016 0.00091637989641566646 0.00036519975799450996 0.00073152385931514712 0.00033247982558408558 0.00081643266587545533 0.00086868923679449055
leaf_weight=69 88 53 52 57 52 65 52 64 59 75 82 75 72 57 52 55 53 58 52 97 56 1559 53
leaf_count=69 88 53 52 57 52 65 52 64 59 75 82 75 72 57 52 55 53 58 52 97 56 1559 53
internal_value=0 0.000454251 0.000633534 0.000341125 0.000791356 0.000412211 0.000730797 0.000798377 0.000357427 0.00080376 0.000730566 0.000813779 0.000232013 0.000285835 0.000450338 0.000695133 0.000821034 0.000825803 0.000452697 0.00067328 0.000262487 0.000820039 0.000832158
internal_weight=0 768 297 471 2239 285 193 2170 220 2106 254 1852 186 129 111 107 1745 1670 104 172 109 1617 105
internal_count=3007 768 297 471 2239 285 193 2170 220 2106 254 1852 186 129 111 107 1745 1670 104 172 109 1617 105
is_linear=0
shrinkage=0.0032998


Tree=9206
num_leaves=20
num_cat=0
split_feature=2 15 16 1212 16 155 1 16 2 2 13 376 124 155 43 4 1213 4 52
split_gain=0.104317 0.0705859 0.0935875 0.0642887 0.105835 0.0578128 0.0809718 0.0534301 0.0520032 0.0821778 0.0490567 0.0594046 0.115046 0.0544265 0.0422987 0.0316719 0.0494707 0.0305685 0.0488577
threshold=0.13554000000000002 0.12173000000000002 0.18879500000000002 0.086550000000000002 -0.022939999999999999 0.11245500000000001 0.090195000000000011 -0.47730499999999992 0.098290000000000002 0.11203000000000002 -0.16140499999999997 0.084435000000000024 -0.048219999999999992 0.083500000000000005 -0.082949999999999982 -0.076164999999999997 -0.016744999999999999 -9.4999999999999992e-05 -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 10 15 6 8 -2 -4 -10 -1 12 14 -14 -12 16 -5 -9 -19
right_child=7 -3 5 4 -6 -7 -8 17 9 -11 11 -13 13 -15 -16 -17 -18 18 -20
leaf_value=0.0052308453559859677 0.002793126785855199 0.0064539647009387077 0.0029638708232203291 0.0017666906900758983 0.011239393987864566 0.0031449281062531703 -0.0062637023556899197 -0.00069237892098700845 -0.0074638375488763524 0.001557430831886237 -0.00075391457267395226 0.0060555733441327456 0.0014054089670083314 0.0069417812261939552 -0.0075841967648310697 -0.00029081278208352126 0.0082950754584464031 -0.0014421151667629278 -0.0085834427949948097
leaf_weight=102 52 86 86 92 52 77 89 77 52 63 52 76 1719 52 52 66 52 54 56
leaf_count=102 52 86 86 92 52 77 89 77 52 63 52 76 1719 52 52 66 52 54 56
internal_value=0 0.00170152 0.00154846 0.00194453 0.00443103 -0.000945028 -0.00203718 -0.00195989 -0.000156793 -0.00250613 0.00162633 0.00143696 0.0012488 0.00156898 -0.00418633 0.0027366 0.00413664 -0.00329119 -0.00509403
internal_weight=0 2768 2682 2315 262 367 290 239 201 115 2053 1951 1875 1771 104 210 144 187 110
internal_count=3007 2768 2682 2315 262 367 290 239 201 115 2053 1951 1875 1771 104 210 144 187 110
is_linear=0
shrinkage=0.16829


Tree=9207
num_leaves=21
num_cat=0
split_feature=2 10 15 16 16 0 0 2 132 2 49 49 13 155 13 133 16 13 51 2
split_gain=0.0722716 0.0852871 0.0487861 0.0646985 0.0529961 0.0913216 0.0903876 0.0931684 0.0863912 0.0633459 0.0618647 0.0691663 0.0448908 0.0403585 0.0438949 0.0438924 0.0401349 0.0395238 0.0333725 0.0297792
threshold=0.13554000000000002 -0.093904999999999988 0.12173000000000002 0.18879500000000002 0.062500000000000014 -0.067134999999999986 -0.074249999999999997 -0.054704999999999997 0.020305000000000004 0.10573500000000001 -0.070754999999999985 -0.014989999999999998 -0.050424999999999991 0.11332500000000002 0.0083850000000000018 0.09043000000000001 -0.116045 -0.0053799999999999985 -0.031924999999999995 0.09056500000000002
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 6 -6 7 -1 9 12 17 -12 -8 14 15 19 -3 -9 -18 -5
right_child=1 16 -4 13 5 -7 8 10 -10 -11 11 -13 -14 -15 -16 -17 18 -19 -20 -21
leaf_value=0.0080116838133825492 0.0038454721509417304 -0.00015177253654960322 0.0053678283337404431 0.00030363298129570401 0.00096393796325816431 0.0101306634013158 0.0016164840849023779 0.0029489192721915214 -0.0071236354645618097 0.0045054601694105335 -0.0028052225022687279 0.0016362728819210224 -0.0032889072714318728 0.0027180591163792193 -0.0059166490292787101 0.0032136149448314731 -0.0023873965091278952 0.0086571844278160986 -0.008232675047491202 -0.0040657356520921875
leaf_weight=68 60 66 86 82 71 55 88 106 56 70 106 1512 131 74 56 61 55 52 58 94
leaf_count=68 60 66 86 82 71 55 88 106 56 70 106 1512 131 74 56 61 55 52 58 94
internal_value=0 -0.00163133 0.00141572 0.00128832 0.00161768 0.00497955 0.00142334 0.00189145 -0.00107345 9.2685e-05 0.00165611 0.00134419 -0.00130959 -0.000784342 -0.00167504 -0.000665222 -0.00347716 0.00483896 -0.00540353 -0.0020198
internal_weight=0 239 2768 2682 2315 126 2189 1844 345 289 1776 1618 219 367 293 237 179 158 113 176
internal_count=3007 239 2768 2682 2315 126 2189 1844 345 289 1776 1618 219 367 293 237 179 158 113 176
is_linear=0
shrinkage=0.16829


Tree=9208
num_leaves=13
num_cat=0
split_feature=0 16 3 9 123 42 3 160 148 1 16 0
split_gain=0.0583034 0.123954 0.0545879 0.0533646 0.0527629 0.0488664 0.0884886 0.0780517 0.0569959 0.067219 0.0561692 0.0281871
threshold=0.10446500000000002 0.14976500000000001 0.41720500000000005 0.091775000000000009 0.10678000000000001 0.097585000000000019 -0.15624499999999999 -0.077034999999999978 -0.07718499999999999 0.095435000000000006 -0.052039999999999996 -0.072924999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -7 -8 -10 11 -9
right_child=1 -3 -4 -5 -6 7 8 10 9 -11 -12 -13
leaf_value=-0.0047642413460771988 -0.0072682015953190911 0.0021014322190358384 0.0065095335913462069 0.0063970741765275296 -0.0043546575985640911 0.0083169596765113769 0.0048733644581877237 0.0017498206237316486 0.0012756498988238387 -0.0010032433061562978 0.0050444727887827461 -0.0023204282273586148
leaf_weight=79 73 88 53 52 52 62 101 121 1680 468 98 80
leaf_count=79 73 88 53 52 52 62 101 121 1680 468 98 80
internal_value=0 -0.00213575 0.00115261 0.00105031 0.00094822 0.00105144 0.000767875 0.00287507 0.000962999 0.000778295 0.00174064 0.000120883
internal_weight=0 161 2846 2793 2741 2689 2328 361 2249 2148 299 201
internal_count=3007 161 2846 2793 2741 2689 2328 361 2249 2148 299 201
is_linear=0
shrinkage=0.16829


Tree=9209
num_leaves=25
num_cat=0
split_feature=4 2 12 150 2 3 16 49 12 15 4 3 16 2 4 16 4 3 3 2 130 130 159 4
split_gain=3.69409 1.47101 0.843072 0.38576 0.2598 0.23437 0.200737 0.157819 0.15315 0.136472 0.129335 0.109082 0.10691 0.103669 0.122955 0.0995934 0.10725 0.0990203 0.0929403 0.0875114 0.0581388 0.0698108 0.0465361 0.060196
threshold=0.31392000000000003 0.13501500000000002 1.0000000180025095e-35 1.0000000180025095e-35 0.12750000000000003 -0.0063699999999999989 -0.43708999999999992 -0.082254999999999981 0.092085000000000014 -0.42075999999999997 -0.0014249999999999998 -0.11749 0.19384500000000002 0.10179000000000001 -0.12685999999999997 -0.078829999999999983 -0.061939999999999988 -0.026279999999999998 -0.0066499999999999988 0.10060500000000001 0.089015000000000025 0.0084900000000000028 -0.25625999999999993 0.053330000000000009
decision_type=2 2 2 2 2 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 10 18 -5 13 -6 -1 -10 22 14 -4 -7 -17 -3 -2 -14 21 -16 -13 -24
right_child=4 17 8 7 9 15 -8 -9 11 -11 -12 12 19 -15 20 16 -18 -19 -20 -21 -22 -23 23 -25
leaf_value=0.00039755365465651057 0.00051030144593841825 0.00038811115713977213 0.00084551581539047543 0.00048203895628695664 0.00025103637851221186 0.00076964117573290387 0.00017946118588886952 0.00026250826888292699 0.00074279857210730318 3.9588024659549936e-05 0.00060604937233157204 0.00057227463707473151 0.0004730388819344125 0.00056519544018708199 0.0006936679823259977 0.00068435806367147742 0.0004863623490569292 0.00019902714242588733 0.00033593736507020846 0.00062925577914025612 0.00058760847741410357 0.00080637947503810464 0.00067648873227641262 0.00056940416757936274
leaf_weight=86 56 53 65 75 69 61 63 70 97 65 54 87 86 65 1013 76 52 73 88 77 56 68 379 73
leaf_count=86 56 53 65 75 69 61 63 70 97 65 54 87 86 65 1013 76 52 73 88 77 56 68 379 73
internal_value=0 0.00062735 0.000644624 0.00051879 0.000262408 0.000581481 0.000335826 0.000376302 0.000673477 0.000148731 0.000478225 0.000637178 0.000622534 0.00069634 0.000703402 0.000657781 0.000604198 0.000278842 0.00040399 0.000547051 0.000695247 0.000700791 0.000645295 0.000659272
internal_weight=0 2666 2540 474 341 329 207 145 2066 134 140 799 702 1267 1202 189 128 126 144 163 1137 1081 539 452
internal_count=3007 2666 2540 474 341 329 207 145 2066 134 140 799 702 1267 1202 189 128 126 144 163 1137 1081 539 452
is_linear=0
shrinkage=0.0032998


Tree=9210
num_leaves=12
num_cat=0
split_feature=1 10 10 49 1453 480 0 47 0 47 0
split_gain=0.0690603 0.0834211 0.0632238 0.0646925 0.0625504 0.0790044 0.0623343 0.0593349 0.0573526 0.0538335 0.0139259
threshold=0.12466500000000001 -0.020369999999999996 -0.010699999999999999 0.17990500000000001 -0.079499999999999987 -0.065749999999999989 -0.074249999999999997 0.11381500000000001 0.12469500000000001 0.09772500000000002 -0.036459999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 -3 8 9 -7 -8
right_child=1 6 3 -5 5 7 10 -9 -10 -11 -12
leaf_value=0.0067332707522557884 -0.0067253598254659475 -0.0024203813993350642 0.0065724556186547095 0.0076271997319030688 0.0075696632025247139 0.0011844816755765485 0.0014870409092575553 -0.0036676926808430544 0.0062354450570020273 0.0050411256843509826 0.0052344345562199803
leaf_weight=76 55 102 72 53 60 2151 61 64 71 108 55
leaf_count=76 55 102 72 53 60 2151 61 64 71 108 55
internal_value=0 -0.000865838 0.00194071 0.00179879 0.00167578 0.00153139 0.000604241 0.0013793 0.0015187 0.00136966 0.00327931
internal_weight=0 273 2655 2579 2526 2454 218 2394 2330 2259 116
internal_count=2928 273 2655 2579 2526 2454 218 2394 2330 2259 116
is_linear=0
shrinkage=0.16829


Tree=9211
num_leaves=21
num_cat=0
split_feature=1 39 2 30 4 4 1 2 4 14 457 157 52 52 1 1 2 43 2 2
split_gain=5.22114 0.781728 0.773706 0.677989 0.476896 0.421135 0.316425 0.256422 0.200946 0.210145 0.181689 0.207069 0.18 0.386141 0.169806 0.162101 0.13632 0.0554273 0.0817118 0.04593
threshold=0.10921500000000002 0.0047850000000000011 0.14744000000000002 0.086535000000000015 0.053925000000000008 0.27020000000000005 0.088035000000000016 0.11366500000000002 -0.50946499999999995 0.073890000000000011 0.082335000000000005 -0.10835999999999998 -0.011964999999999998 -0.23047999999999999 0.084815000000000015 0.122715 0.088555000000000009 -0.082094999999999987 0.098180000000000003 0.25063000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 7 12 -3 8 -1 10 11 -10 13 -2 17 -7 -12 -6 -19 -4
right_child=2 6 19 -5 14 15 -8 -9 9 -11 16 -13 -14 -15 -16 -17 -18 18 -20 -21
leaf_value=0.0010284775249028739 0.00076342171450227106 0.00073561899254463476 0.00024493291822118637 0.00015614480319683355 0.00064098736721846189 0.00051436969003970027 0.00042528052341748399 0.00065720079279313066 0.00062832772027369152 0.00099762215109302165 0.00080285891165869411 0.00083516452224869058 0.00075463944435576733 0.0003780422073275162 0.00055838268571655023 0.00030795654189242597 0.00056456192497250342 0.00086767895512162663 0.00069967065622285015 0.00010519756414126538
leaf_weight=57 53 63 53 57 54 93 85 97 56 77 55 1566 91 62 90 77 53 58 79 52
leaf_count=57 53 63 53 57 54 93 85 97 56 77 55 1566 91 62 90 77 53 58 79 52
internal_value=0 0.000790671 0.000430706 0.000492373 0.00080604 0.00054325 0.000557622 0.000824341 0.00083302 0.000826835 0.000819213 0.000828045 0.000643896 0.000555958 0.000678195 0.000421084 0.000686243 0.000734467 0.000771055 0.000176066
internal_weight=0 2390 538 433 2242 376 148 1961 1864 1807 1730 1622 206 115 281 170 108 191 137 105
internal_count=2928 2390 538 433 2242 376 148 1961 1864 1807 1730 1622 206 115 281 170 108 191 137 105
is_linear=0
shrinkage=0.0032998


Tree=9212
num_leaves=19
num_cat=0
split_feature=4 3 39 3 0 11 0 0 14 0 4 0 52 52 15 3 4 3
split_gain=3.09091 1.01906 0.879858 0.332338 0.232346 0.225986 0.391639 0.236092 0.18345 0.172707 0.15202 0.179282 0.148023 0.250167 0.136869 0.102614 0.0952733 0.0844815
threshold=0.31392000000000003 0.28833000000000003 0.0047850000000000011 0.31395500000000004 -0.10594499999999998 1.0000000180025095e-35 -0.13409999999999997 -0.15445999999999996 -0.40567999999999999 -0.079119999999999982 -0.50139499999999992 -0.028049999999999995 -0.085924999999999987 -0.031059999999999997 0.025430000000000005 -0.046079999999999989 0.020110000000000006 0.094635000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 7 17 -6 15 -11 -12 -4 -14 -7 16 -8 -1
right_child=3 -3 12 -5 8 14 9 -9 -10 10 11 -13 13 -15 -16 -17 -18 -19
leaf_value=0.00066430193784099264 0.00043939572072939601 0.00021376567928457345 0.00053363311249172941 3.4478823614840504e-05 0.00038839315360130128 0.00068091652859583686 0.00067117391641448288 0.00030409347819949678 0.00015098153109915658 0.00075807154637495973 0.00060695870728639915 0.00043503150440724839 0.00016878712953696278 0.00046268500700135425 0.00087942421498932752 0.00080632830780720283 0.00057956480165594754 0.00047480175405878916
leaf_weight=52 99 69 75 57 55 101 1064 58 102 64 599 76 52 82 64 57 147 55
leaf_count=52 99 69 75 57 55 101 1064 58 102 64 599 76 52 82 64 57 147 55
internal_value=0 0.000610236 0.000620967 0.000263044 0.000313798 0.000639339 0.000630299 0.000474944 0.000234376 0.000643054 0.00060246 0.000587653 0.000415359 0.000348898 0.000758127 0.000666685 0.000660083 0.000567225
internal_weight=0 2615 2546 313 256 2337 2172 165 157 2007 739 675 209 134 165 1268 1211 107
internal_count=2928 2615 2546 313 256 2337 2172 165 157 2007 739 675 209 134 165 1268 1211 107
is_linear=0
shrinkage=0.0032998


Tree=9213
num_leaves=13
num_cat=0
split_feature=1 147 9 151 482 123 150 2 1 51 123 1
split_gain=0.0764105 0.0663447 0.101826 0.081332 0.0480697 0.0466273 0.0418852 0.0423383 0.0381536 0.0373409 0.0461068 0.0126875
threshold=0.12448500000000001 0.08975000000000001 0.085785000000000014 0.077805000000000013 0.098305000000000017 0.083835000000000007 -0.091259999999999994 0.086545000000000025 0.099440000000000014 -0.031924999999999995 0.089295000000000013 0.13991000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 -8 -7 -2 11 -11
right_child=9 -3 -4 -5 -6 8 7 -9 -10 10 -12 -13
leaf_value=0.0070369070904857745 0.0029550040116703758 -0.001897537617460717 0.010225725978834964 0.0075549101656909451 -0.0012822940932510807 0.0026231759641698995 0.0032314924076356408 0.0017176693264148171 0.0089131348103253221 -0.0046508399884377331 0.0025489010489610987 -0.0014436388221579705
leaf_weight=56 75 86 52 94 91 52 912 1248 60 72 58 72
leaf_count=56 75 86 52 94 91 52 912 1248 60 72 58 72
internal_value=0 0.00268776 0.00284219 0.0026887 0.00249886 0.00264743 0.00247673 0.00235767 0.00600884 -0.000243842 -0.00144043 -0.00305972
internal_weight=0 2651 2565 2513 2419 2328 2216 2160 112 277 202 144
internal_count=2928 2651 2565 2513 2419 2328 2216 2160 112 277 202 144
is_linear=0
shrinkage=0.16829


Tree=9214
num_leaves=14
num_cat=0
split_feature=4 12 151 401 12 0 474 42 150 133 4 474 158
split_gain=0.0736801 0.0947247 0.0654753 0.0618488 0.0677572 0.0636823 0.0645061 0.0421875 0.0717929 0.0489537 0.0396219 0.0304042 0.0354608
threshold=-0.4950449999999999 0.087215000000000015 0.12207000000000001 0.082755000000000009 0.08598500000000002 0.12390500000000002 -0.089979999999999991 0.088060000000000013 0.11717500000000002 0.031880000000000012 -0.075559999999999974 0.094055000000000014 0.10086000000000002
decision_type=2 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 12 -9
right_child=2 -3 -4 4 10 -7 7 11 -10 -11 -12 -13 -14
leaf_value=0.0093628112075664141 0.0073216201767167073 0.00048626729810451126 0.0074674800163692951 0.0079490685372094576 -0.0003758091477629617 -0.0043814376141600702 0.0028133419836963423 0.00028643856250294518 -0.0039879747520024647 0.00080912555342498667 0.0048226055099872787 -0.0031691217069078773 0.0040760709694477393
leaf_weight=84 54 58 57 89 84 52 1024 623 56 525 81 62 79
leaf_count=84 54 58 57 89 84 52 1024 623 56 525 81 62 79
internal_value=0 0.00574983 0.00181314 0.00169438 0.00419894 0.00143662 0.00156222 0.00143018 0.00192045 0.00213522 0.00216525 0.000397873 0.000715466
internal_weight=0 142 2786 2729 254 2475 2423 2369 1605 1549 165 764 702
internal_count=2928 142 2786 2729 254 2475 2423 2369 1605 1549 165 764 702
is_linear=0
shrinkage=0.16829


Tree=9215
num_leaves=19
num_cat=0
split_feature=151 150 15 480 484 16 16 42 151 133 15 42 15 13 48 13 1 484
split_gain=0.160292 0.099129 0.083478 0.055368 0.0630615 0.0688866 0.0792509 0.0674278 0.0676152 0.0674631 0.0573779 0.0664988 0.0521957 0.0517609 0.10939 0.050982 0.0310737 0.00774409
threshold=0.08357500000000001 0.097540000000000016 -0.41343999999999997 -0.060589999999999998 0.085515000000000022 -0.0069549999999999985 0.066010000000000013 0.09747500000000002 -0.15340499999999999 -0.0045649999999999987 0.10189000000000002 0.11557000000000002 -0.46772999999999992 -0.00027999999999999998 0.086665000000000006 -0.0073899999999999999 0.13486500000000004 0.096415000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 12 -4 7 17 -7 8 -5 -9 11 -11 16 15 -15 -10 -1 -6
right_child=1 -3 3 4 5 6 -8 9 13 10 -12 -13 -14 14 -16 -17 -18 -19
leaf_value=0.0036373339777598188 -0.0096529871065042655 5.0115052594243167e-05 -0.0021492908594461244 -0.0027653889224209974 0.0012231296914558679 -0.00732296642405316 0.0009415267075908578 0.0046944997360371986 0.0027690412794468839 -0.0057471252102684906 0.003690899260409226 0.00025899141610427308 -0.0050332463854508135 0.0032315182556595001 0.0090903200845795559 -0.00055911098433339965 -0.0019919464343621336 0.004069230509119671
leaf_weight=53 56 63 86 59 57 63 68 77 1152 89 59 125 76 517 110 146 58 56
leaf_count=53 56 63 86 59 57 63 68 77 1152 89 59 125 76 517 110 146 58 56
internal_value=0 -0.00450095 0.00179924 0.00204081 0.00218129 -0.000386631 -0.00301929 0.00245051 0.00283053 0.000291188 -0.00094419 -0.00223048 -0.00163252 0.00300298 0.00426224 0.0023933 0.000679723 0.00264949
internal_weight=0 119 2851 2664 2578 244 131 2334 1984 350 273 214 187 1925 627 1298 111 113
internal_count=2970 119 2851 2664 2578 244 131 2334 1984 350 273 214 187 1925 627 1298 111 113
is_linear=0
shrinkage=0.16829


Tree=9216
num_leaves=16
num_cat=0
split_feature=151 16 457 9 2 9 52 52 1455 15 52 42 48 16 52
split_gain=0.11081 0.0892517 0.0785275 0.0793631 0.129064 0.0534964 0.0519353 0.076608 0.0556355 0.0546013 0.0731246 0.042985 0.0376837 0.0211701 0.00605281
threshold=0.08357500000000001 -0.014129999999999998 0.11742500000000002 -0.08477999999999998 -0.0098549999999999974 0.085785000000000014 0.11262000000000001 0.10178500000000001 0.077610000000000012 0.11635000000000001 0.12456500000000001 0.086435000000000012 0.084095000000000017 1.0000000180025095e-35 0.41406000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 7 8 11 10 -8 -6 -12 -10 -11
right_child=1 -3 -4 4 6 -7 9 -9 13 14 12 -13 -14 -15 -16
leaf_value=0.0078939947499087285 0.0006512690467872169 -0.0085499665116389699 0.0079211371411883301 -0.0075738537023750602 0.002010031847561379 -0.00089974685223962153 -0.0069074202390724433 0.0073554679966882112 0.0074570049291664527 0.0045538601088746288 0.00092246517586700675 0.00030945599115097172 -0.0034666398818574938 0.0029361911135348993 0.001949628302829743
leaf_weight=52 62 57 53 59 1320 82 52 70 60 53 240 622 72 61 55
leaf_count=52 62 57 53 59 1320 82 52 70 60 53 240 622 72 61 55
internal_value=0 -0.00374095 0.00149666 0.00137433 0.00125021 -0.0037052 0.00151912 0.00187263 0.00168572 -7.4608e-05 -0.00106426 0.00146628 -8.4647e-05 0.00519277 0.00324427
internal_weight=0 119 2851 2798 2746 141 2605 2133 2063 472 364 1942 312 121 108
internal_count=2970 119 2851 2798 2746 141 2605 2133 2063 472 364 1942 312 121 108
is_linear=0
shrinkage=0.16829


Tree=9217
num_leaves=30
num_cat=0
split_feature=1 1 12 1 12 47 12 150 475 34 155 3 16 16 12 475 474 13 3 1 16 16 483 133 12 48 12 12 13
split_gain=13.4353 2.20059 1.32789 1.15962 0.954988 0.757216 0.596579 0.344284 0.32994 0.306463 0.286029 0.266015 0.207509 0.1913 0.184615 0.165635 0.20332 0.160081 0.145405 0.139493 0.106661 0.0895392 0.081467 0.0651978 0.0626141 0.0378247 0.0333174 0.0435063 0.011182
threshold=0.10442000000000001 0.12448500000000001 0.087605000000000002 0.091395000000000018 0.085845000000000019 0.11896000000000002 0.093125000000000013 1.0000000180025095e-35 -0.088544999999999985 -1.0000000180025095e-35 0.084710000000000021 0.0025650000000000004 -0.052894999999999991 0.24100000000000002 0.097910000000000011 -0.085684999999999997 0.084880000000000011 -0.27740999999999993 -0.080884999999999985 0.11189500000000001 -0.097179999999999975 0.26538000000000006 0.088030000000000011 -1.0000000180025095e-35 0.10508500000000001 0.087365000000000012 0.097510000000000013 0.095295000000000019 -0.077869999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 6 7 9 8 -5 -1 -3 18 19 20 15 17 -10 22 -11 -4 -2 -8 24 -17 -22 -14 -13 27 28 -6
right_child=1 5 10 4 26 -7 12 -9 13 14 -12 25 21 -15 -16 16 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00092475935494527482 0.00034003166881218231 5.3707101215334914e-05 0.00074728398162800008 0.00086294566867349065 0.0010981197589619034 0.00071888695562824273 0.0010122875608447966 0.00053396679206121097 0.0013748196577504459 0.00028353711813617862 0.0011704269024458856 0.00075069403166776009 0.00097015224527838815 0.0010426913267456805 0.00017738419335837152 0.0012092939057494298 0.0010441210501638976 0.00052037544884963737 0.00098865371899305101 0.00057277203714791542 0.0012556810389919718 0.0010471164836283362 0.0010915024007469272 0.0011071739135670548 0.00081681405375730093 0.00062211375444548144 0.0010027142311963551 0.0011836350301835578 0.0010153542075360639
leaf_weight=56 54 52 55 89 64 52 88 58 57 59 52 60 79 98 53 1058 101 68 58 61 56 93 75 100 53 52 63 54 52
leaf_count=56 54 52 55 89 64 52 88 58 57 59 52 60 79 98 53 1058 101 68 58 61 56 93 75 100 53 52 63 54 52
internal_value=0 0.000579993 0.000740328 0.00110944 0.000942405 0.000358561 0.00114258 0.000733384 0.00117596 0.000277647 0.00096591 0.000576203 0.00103968 0.00118606 0.000342145 0.00119692 0.00118867 0.000410626 0.000871485 0.000463792 0.00110733 0.000966158 0.00120153 0.00116071 0.000908852 0.000691311 0.00107412 0.00110038 0.00106132
internal_weight=0 676 392 2294 380 284 1914 147 1445 232 165 227 469 1389 180 1291 1234 127 113 115 244 225 1133 156 132 112 233 170 116
internal_count=2970 676 392 2294 380 284 1914 147 1445 232 165 227 469 1389 180 1291 1234 127 113 115 244 225 1133 156 132 112 233 170 116
is_linear=0
shrinkage=0.0032998


Tree=9218
num_leaves=31
num_cat=0
split_feature=1 52 1 34 2 150 2 2 16 16 1 52 131 16 16 16 15 157 16 51 16 15 40 159 15 2 2 480 457 16
split_gain=3.69095 0.843723 0.469978 0.368495 0.29049 0.26464 0.21576 0.304304 0.204666 0.172102 0.181878 0.169684 0.118994 0.159421 0.103873 0.118406 0.106059 0.0883379 0.0879682 0.116216 0.0794255 0.079184 0.0823819 0.0673401 0.0447656 0.0407178 0.0515178 0.0362418 0.0341688 0.0325711
threshold=0.10442000000000001 -0.40011499999999994 0.12646500000000002 -1.0000000180025095e-35 0.093320000000000014 1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 -0.40430999999999989 0.0054050000000000009 0.096035000000000023 -0.046194999999999993 0.092255000000000018 0.08215500000000002 -0.00083999999999999993 -0.097664999999999988 0.062230000000000008 -0.060134999999999994 -0.33811499999999994 0.085655000000000023 0.23074000000000003 0.10028500000000001 -0.012844999999999997 -0.046074999999999991 -0.094839999999999994 0.11891500000000001 0.095195000000000016 0.086995000000000017 0.087195000000000009 -0.040874999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 6 -4 9 17 7 -3 -5 10 14 -10 13 -11 15 16 24 -6 -8 -20 -15 22 -19 27 -1 26 -24 -17 -25 -23
right_child=1 2 3 8 5 -7 18 -9 11 12 -12 -13 -14 20 -16 23 -18 21 19 -21 -22 29 25 28 -26 -27 -28 -29 -30 -31
leaf_value=0.00062554811987211828 0.00056431393179144423 0.00017630098697291673 -0.00017030116312283263 6.3542260883881654e-06 0.00036811208361424495 0.00025221439755280823 0.00027637746487938365 0.00050160868911121716 0.00010618395042310611 0.00027596879166530674 0.00037605610396515001 0.00035255861779050186 0.00058175689932450734 0.00057259449094817897 0.00067826241117788471 0.00067511851457372797 0.00071429486361123523 0.00038460899193051547 4.8119272815195874e-05 0.00024975168923367571 0.00039178766761881754 0.00046298631975877775 0.00044613685162207177 0.00051611413498755003 0.00048641474746832482 0.00043920629292113573 0.0005634876190659555 0.00054660355604473684 0.00060735020087593307 0.00035710085693289775
leaf_weight=52 72 53 52 76 85 69 96 78 64 68 69 59 54 54 69 53 80 53 67 59 56 75 53 883 57 53 243 53 52 63
leaf_count=52 72 53 52 76 85 69 96 78 64 68 69 59 54 54 69 53 80 53 67 59 56 75 53 883 57 53 243 53 52 63
internal_value=0 0.000226423 0.000186087 7.673e-05 0.000503968 0.000447255 0.000263745 0.000370265 0.000141458 0.000528545 0.000542756 0.00022465 0.000444598 0.00040279 0.000551583 0.000544448 0.000621525 0.000468732 0.00020073 0.000142814 0.000480868 0.000484505 0.00050831 0.000530421 0.000553114 0.000526995 0.000542595 0.000611193 0.000521226 0.000414903
internal_weight=0 676 604 251 2294 694 353 131 199 1600 1368 123 232 178 1299 1230 189 625 222 126 110 540 402 1041 109 349 296 106 935 138
internal_count=2970 676 604 251 2294 694 353 131 199 1600 1368 123 232 178 1299 1230 189 625 222 126 110 540 402 1041 109 349 296 106 935 138
is_linear=0
shrinkage=0.0032998


Tree=9219
num_leaves=18
num_cat=0
split_feature=30 151 150 3 3 49 42 3 1375 16 42 13 133 130 132 13 3
split_gain=0.096837 0.0818183 0.0838448 0.0641574 0.076281 0.0677612 0.0618153 0.105722 0.0683902 0.0554869 0.10544 0.054323 0.0478169 0.0375711 0.0387714 0.0446836 0.0327023
threshold=0.085915000000000019 0.08357500000000001 0.10233000000000002 -0.23394499999999999 -0.086424999999999988 0.15665000000000004 0.086435000000000012 0.31351000000000001 0.083685000000000023 -0.0092499999999999978 0.08400500000000001 0.056735000000000001 0.41548500000000005 0.087065000000000017 0.081190000000000026 -0.066209999999999991 -0.082824999999999982
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 8 -6 13 11 -11 16 14 15 -5 -8
right_child=-2 2 -4 4 5 -7 12 -9 -10 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.0067288458696720182 -0.0038424272500957243 -0.0066278831503707412 0.0026110888333953238 -0.00099934083780282715 0.0048764608051640726 -0.0029965156466067386 0.0051714280344373397 -0.0014806093195367848 -0.00056421060770119828 0.0033674849433379711 -0.00714794711202873 -0.0031346189052617289 -0.0022118493319965874 -0.0010360973274126072 0.0062715481166857488 0.0031659141287544387 0.0019668513811391757
leaf_weight=100 73 57 54 106 889 53 105 92 70 100 63 57 69 100 68 230 684
leaf_count=100 73 57 54 106 889 53 105 92 70 100 63 57 69 100 68 230 684
internal_value=0 0.00235475 -0.00211706 0.00253356 0.0023767 0.0029219 0.00308715 0.00395421 0.00447746 0.00089675 -0.00132839 0.000995405 0.00202297 0.00187161 0.00259578 0.00184653 0.00239559
internal_weight=0 2897 111 2786 2686 1962 1909 1051 959 724 220 157 858 504 404 336 789
internal_count=2970 2897 111 2786 2686 1962 1909 1051 959 724 220 157 858 504 404 336 789
is_linear=0
shrinkage=0.16829


Tree=9220
num_leaves=11
num_cat=0
split_feature=151 1210 0 1375 1446 151 1 1203 1209 3
split_gain=0.137778 0.12153 0.102194 0.129529 0.0908995 0.114973 0.0845436 0.0885631 0.0675616 0.0120583
threshold=0.12207000000000001 -0.076894999999999977 -0.23395499999999997 -0.10702499999999998 0.10763000000000002 0.067425000000000013 0.14132000000000003 0.088520000000000015 0.086895000000000014 0.28833000000000003
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -4 5 6 7 -5 -1 -8
right_child=-2 2 3 4 -6 -7 9 -9 -10 -11
leaf_value=0.003033321623623486 0.010148924337324098 0.0075495300685204415 -0.0071561034849894232 0.0016006290611736728 -0.0053996408293068808 0.0086130075052508678 -0.0015548541649904081 -0.0042303523932725974 0.010632840213037559 -0.0052094811090861153
leaf_weight=76 53 71 53 2352 57 61 52 76 60 54
leaf_count=76 53 71 53 2352 57 61 52 76 60 54
internal_value=0 0.00148423 0.00124279 0.00107658 0.00124179 0.00138837 0.00121374 0.00141737 0.00639926 -0.00343359
internal_weight=0 2912 2776 2705 2652 2595 2534 2428 136 106
internal_count=2965 2912 2776 2705 2652 2595 2534 2428 136 106
is_linear=0
shrinkage=0.16829


Tree=9221
num_leaves=24
num_cat=0
split_feature=1 52 2 123 12 2 3 12 1 3 151 4 4 2 13 43 160 49 1204 4 12 1447 49
split_gain=6.39426 1.12876 0.542622 0.530055 0.504058 0.439154 0.251947 0.276909 0.207895 0.302554 0.190197 0.180476 0.13916 0.128385 0.125408 0.132238 0.124289 0.102726 0.101331 0.113637 0.0974948 0.086757 0.0412852
threshold=0.10575500000000002 -0.25811499999999993 0.13881000000000002 1.0000000180025095e-35 0.089435000000000014 0.13270000000000001 0.10402500000000002 0.088725000000000012 0.086965000000000001 -0.09738999999999999 -0.00016499999999999997 0.25367000000000006 -0.075559999999999974 0.17553000000000005 -0.052719999999999996 -0.049999999999999996 -1.0000000180025095e-35 0.088805000000000009 -0.077544999999999989 0.058025000000000007 -0.087789999999999993 -1.0000000180025095e-35 0.091005000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 6 7 8 9 16 -10 -6 -12 -4 20 -16 -1 -11 -9 21 -3 -20 -21
right_child=1 2 13 -5 11 -7 -8 18 10 17 12 -13 -14 -15 15 -17 -18 -19 19 22 -22 -23 -24
leaf_value=0.00093461117461974077 0.00080925106633666065 0.00038717297976640697 0.00029188872526749317 0.00057278488870329521 0.00073251886400756117 0.00051684762637006993 0.00061596993532527975 0.00065087513558045949 0.00060812437864118517 0.00088252076383755031 0.00071291529912089152 0.00047303145348147167 0.00093167539441146418 9.8594497647311473e-05 0.0003306482137457834 0.0005279927107232458 0.0011626005135087149 0.00077346239869133086 0.00068473707233687232 0.0006256095563435312 0.00019430883752547489 0.00082193264646367387 0.00076279608999474207
leaf_weight=53 76 54 97 101 70 52 62 55 58 684 58 52 76 62 76 75 57 116 57 52 63 805 54
leaf_count=53 76 54 97 101 70 52 62 55 58 684 58 52 76 62 76 75 57 116 57 52 63 805 54
internal_value=0 0.00043194 0.000379643 0.000807784 0.000445968 0.000818368 0.000825522 0.000831619 0.000868246 0.000889312 0.000768219 0.000622206 0.000837251 0.000216738 0.000365609 0.0004289 0.00105307 0.000866751 0.000792129 0.000800118 0.000283624 0.000812901 0.000695829
internal_weight=0 625 549 2340 390 2239 2187 2125 1102 910 192 122 134 159 268 151 110 800 1023 968 117 862 106
internal_count=2965 625 549 2340 390 2239 2187 2125 1102 910 192 122 134 159 268 151 110 800 1023 968 117 862 106
is_linear=0
shrinkage=0.0032998


Tree=9222
num_leaves=16
num_cat=0
split_feature=1429 475 3 3 1446 0 402 1204 1212 123 12 133 42 42 43
split_gain=0.108266 0.156771 0.102233 0.0838204 0.0755719 0.0754545 0.0684755 0.100372 0.100466 0.0741521 0.0480273 0.0244503 0.0223096 0.0326104 0.0181317
threshold=0.084515000000000021 -0.086004999999999984 0.35004500000000011 -0.078584999999999988 0.11018500000000002 -0.23089999999999997 -0.022269999999999995 -0.078939999999999996 0.091255000000000017 0.088305000000000008 0.086260000000000017 0.086635000000000004 -1.0000000180025095e-35 0.11745500000000002 -0.080064999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 11 5 -1 10 -8 9 -9 -7 -3 14 -14 -12
right_child=1 3 -4 -5 -6 6 7 8 -10 -11 12 -13 13 -15 -16
leaf_value=0.0071716554671602652 0.012609783472193626 0.0029404966365788065 -0.0047425403135579651 -0.0022137850342303545 -0.0045303751526815502 0.0086246404480264573 -0.0039288543054297811 0.0021839763902033733 -0.0039414542349797636 -0.002055878384904859 0.0022879165553155723 0.0080782636717632271 -0.00079067842579169005 0.0043343674699929044 0.0064445891539275718
leaf_weight=76 63 53 69 61 52 55 94 1910 86 124 52 55 73 67 75
leaf_count=76 63 53 69 61 52 55 94 1910 86 124 52 55 73 67 75
internal_value=0 0.00543674 0.0016458 0.00275213 0.00181194 0.00193889 0.00178137 0.00144661 0.00168581 0.00192462 0.00407748 0.00557359 0.00313407 0.00164919 0.00475679
internal_weight=0 232 2733 169 2664 2612 2536 2214 2120 2034 322 108 267 140 127
internal_count=2965 232 2733 169 2664 2612 2536 2214 2120 2034 322 108 267 140 127
is_linear=0
shrinkage=0.16829


Tree=9223
num_leaves=20
num_cat=0
split_feature=1 52 1 123 47 49 14 3 14 41 49 1429 52 52 39 4 15 3 49
split_gain=5.03222 0.978681 0.552454 0.390028 0.286642 0.272122 0.265778 0.232462 0.209848 0.256119 0.155313 0.171913 0.190193 0.119781 0.118197 0.105521 0.068312 0.0649285 0.0242559
threshold=0.10471000000000001 -0.40011499999999994 0.12500000000000003 1.0000000180025095e-35 0.078345000000000012 -0.052004999999999989 -0.24790499999999996 0.10402500000000002 0.056865000000000006 0.077915000000000012 0.10449500000000002 0.083420000000000008 -0.013125 0.10400000000000002 0.098380000000000009 0.38865500000000003 -0.052984999999999997 0.143375 0.11882500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 7 5 -3 -4 8 9 10 11 13 -13 -1 17 -7 18 -8 -12
right_child=1 2 6 -5 -6 15 14 -9 -10 -11 16 12 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00070118404384881378 0.00070373898462202224 0.00049985857769792275 -2.2105419502637827e-05 0.00046600474939341555 0.00055166429033734021 0.00014851560535497925 0.00035724014286931359 0.00048032655087487658 0.00085222341775855587 0.00046973474947406687 0.00059381990698109601 0.00087046245059457209 0.00064451559763141616 0.00062941883979618677 0.00012111698318863898 0.00032513327495381104 0.00050331204568457028 0.00021669259508428466 0.00069684904692139107
leaf_weight=1318 74 71 52 95 90 64 79 61 84 61 62 123 63 328 64 90 62 69 55
leaf_count=1318 74 71 52 95 90 64 79 61 84 61 62 123 63 328 64 90 62 69 55
internal_value=0 0.00034605 0.000300274 0.000674219 0.00039369 0.000330344 0.000188678 0.000683125 0.000688846 0.000682206 0.000688633 0.00069781 0.000794121 0.000686905 0.000240546 0.000251962 0.000594521 0.000291953 0.000642554
internal_weight=0 653 579 2312 315 225 264 2217 2156 2072 2011 1832 186 1646 212 154 179 148 117
internal_count=2965 653 579 2312 315 225 264 2217 2156 2072 2011 1832 186 1646 212 154 179 148 117
is_linear=0
shrinkage=0.0032998


Tree=9224
num_leaves=27
num_cat=0
split_feature=1 1 40 4 4 47 4 4 124 13 51 4 1 41 457 457 1 49 13 47 47 1447 13 403 403 457
split_gain=7.53372 1.01744 0.438081 0.399994 0.350944 0.296578 0.244429 0.232408 0.180862 0.134145 0.206014 0.191411 0.114416 0.119743 0.0867759 0.0843972 0.0791858 0.0743543 0.0839424 0.0646208 0.0559439 0.044334 0.0432462 0.0667504 0.0487403 0.0414336
threshold=0.10398500000000001 0.13074500000000003 -0.034699999999999988 -0.39175499999999991 0.27998000000000006 0.080075000000000021 0.070065000000000016 0.25367000000000006 -0.082254999999999981 -0.077274999999999996 0.10387500000000001 -0.084384999999999988 0.090040000000000023 0.075585000000000013 0.082335000000000005 -0.087424999999999989 0.14684500000000003 -0.014989999999999998 -0.0066549999999999986 0.077735000000000012 0.095010000000000011 -0.086254999999999984 -0.0066549999999999986 -0.082739999999999994 -0.088034999999999988 0.083585000000000007
decision_type=2 2 2 2 2 2 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 -3 14 -7 9 -1 12 11 22 13 15 17 -4 -6 -5 -19 25 -21 -17 23 -11 -24 -13
right_child=1 4 7 5 16 6 -8 -9 -10 10 -12 19 -14 -15 -16 21 -18 18 -20 20 -22 -23 24 -25 -26 -27
leaf_value=0.0003047984877877806 0.00059163830933489875 0.00023471812921132748 0.00081762089907790319 0.00037384983603177294 2.9525621161692096e-05 0.00056295332669048753 0.00026070216500971675 0.00044337904961275768 0.00056554545408196678 0.00085023019122711953 0.00046353606882653905 0.00061084073027504852 0.00058057778111558723 0.00084780665139502602 0.00011824458003273868 0.00076968677369457185 -0.00012648397124498747 0.0002960880953219506 0.00013607832237475252 0.00077324569504671245 0.00061635013167367792 0.00066954463477670017 0.00059691627560176349 0.00067854755426557446 0.00070923535091139056 0.00051131792211918522
leaf_weight=56 58 86 54 52 93 68 52 59 62 54 75 647 101 58 57 58 57 84 64 52 55 602 60 52 195 54
leaf_count=56 58 86 54 52 93 68 52 59 62 54 75 647 101 58 57 58 57 84 64 52 55 602 60 52 195 54
internal_value=0 0.000241254 0.000638857 0.000335918 6.66189e-05 0.000296483 0.000432271 0.00064951 0.0004421 0.000655238 0.000632872 0.000643706 0.000687069 0.000700956 0.000232943 0.000688977 -2.95232e-05 0.000265455 0.000227133 0.000615147 0.000692928 0.000678398 0.00070753 0.000766341 0.000682945 0.000603224
internal_weight=0 671 2294 435 236 377 120 2176 118 2117 1244 1169 873 772 257 714 150 200 148 808 107 660 361 106 255 701
internal_count=2965 671 2294 435 236 377 120 2176 118 2117 1244 1169 873 772 257 714 150 200 148 808 107 660 361 106 255 701
is_linear=0
shrinkage=0.0032998


Tree=9225
num_leaves=21
num_cat=0
split_feature=1 3 4 43 3 39 15 124 3 4 12 3 12 47 14 3 3 1212 48 4
split_gain=4.82559 0.984107 0.323763 0.310902 0.20985 0.201323 0.301042 0.200387 0.176903 0.163698 0.154321 0.14048 0.119028 0.112875 0.107597 0.159572 0.0912857 0.0816566 0.0814539 0.0335351
threshold=0.10123500000000001 -0.053364999999999996 0.41377500000000006 -0.064539999999999986 0.30863500000000005 1.0000000180025095e-35 -0.079149999999999984 -0.083034999999999984 0.088880000000000015 -0.057674999999999997 0.092355000000000007 -0.0024599999999999995 0.11819000000000002 0.09023500000000001 0.076450000000000004 -0.15288999999999997 -0.15288999999999997 0.043065000000000006 0.08956500000000002 0.020110000000000006
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 10 7 13 8 -7 -3 11 -10 -2 12 14 -5 15 -1 -12 -17 -6 -18
right_child=1 3 -4 4 18 6 -8 -9 9 -11 16 -13 -14 -15 -16 17 19 -19 -20 -21
leaf_value=0.0004502307822946566 0.0003616092247014264 0.00022494691329003083 0.00024270898678978179 0.00028388568532444183 0.00024870224568038766 0.0006240307516428824 0.00028547103321968983 4.4558716461924643e-06 0.00060750304630518995 0.00036401365280926465 0.0006802573541433496 0.00077171589160152142 0.00047688751703208365 0.00046420961500903289 0.00076173911219146011 0.00063486529952852208 0.00057254150995186576 0.0005747576596861981 6.977774563445764e-05 0.00045063268135593762
leaf_weight=61 54 80 61 102 61 65 52 103 65 58 54 69 65 62 61 1434 53 315 52 55
leaf_count=61 54 80 61 102 61 65 52 103 65 58 54 69 65 62 61 1434 53 315 52 55
internal_value=0 0.000300596 0.000456088 0.000206886 0.000276687 0.000608439 0.000473861 0.000101038 0.000615822 0.000492973 0.000516185 0.000623341 0.000618034 0.000352272 0.000622919 0.000618221 0.000567493 0.00062406 0.000166677 0.000510785
internal_weight=0 737 277 460 277 2245 117 183 2128 123 216 2005 1936 164 1871 1810 162 1749 113 108
internal_count=2982 737 277 460 277 2245 117 183 2128 123 216 2005 1936 164 1871 1810 162 1749 113 108
is_linear=0
shrinkage=0.0032998


Tree=9226
num_leaves=29
num_cat=0
split_feature=12 3 12 3 3 133 133 156 123 48 0 0 14 0 12 0 1212 1212 12 13 1212 13 0 52 52 133 13 156
split_gain=3.5732 1.06728 0.857479 0.769747 0.462032 0.291542 0.335262 0.243933 0.286359 0.337238 0.218091 0.20394 0.176095 0.232568 0.158433 0.153897 0.104173 0.0988324 0.0788943 0.0670787 0.0621815 0.0544413 0.0493807 0.0427917 0.0406505 0.0273352 0.0201982 0.015945
threshold=0.023990000000000004 0.28833000000000003 0.10682000000000001 0.076825000000000018 0.11878500000000002 0.017095000000000003 -0.0029049999999999996 0.083785000000000012 0.084425000000000014 0.085835000000000009 -0.075434999999999988 -0.23028499999999999 0.05884000000000001 -0.13165999999999997 0.091290000000000024 -0.11167499999999998 0.058905000000000006 0.088495000000000018 0.092395000000000019 -0.078439999999999996 -0.087844999999999993 -0.0021099999999999995 -0.079624999999999987 0.31316500000000008 0.008405000000000001 0.12599500000000005 -0.0088749999999999992 0.085320000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 7 11 6 -4 8 10 -10 26 -5 13 -2 16 -3 20 -18 22 -20 -15 -22 -16 -21 -19 -7 -1 -13
right_child=2 15 5 4 -6 25 -8 -9 9 -11 -12 27 -14 14 18 -17 17 24 19 23 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.000702269432826959 0.00063029985120015102 0.00040467526188982207 0.00072615487423172891 0.00072115128126380929 0.00052062414414387253 0.00084271604228034586 0.00042794037629534793 0.00032544185931047373 0.00032256673555255868 0.00061813999537404921 0.00052849976035556951 0.00099241345864188959 0.0010271346578433354 0.00079803701342353608 0.00080082457094094058 0.00017261238696033277 0.00071972297558275901 0.00080733241910568322 0.00091286594504183072 0.00082503449071670662 0.00091081394961844498 0.00082685433634132265 0.00065174109377869602 0.00073759740691808722 0.00094103615415288492 0.00073159754689217104 0.00080474550809959836 0.00089675999096837464
leaf_weight=52 55 62 77 81 64 53 90 55 89 81 88 52 61 78 52 64 87 59 89 413 716 107 54 82 54 62 52 53
leaf_count=52 55 62 77 81 64 53 90 55 89 81 88 52 61 78 52 64 87 59 89 413 716 107 54 82 54 62 52 53
internal_value=0 0.00056613 0.000824837 0.000618791 0.000763891 0.000654458 0.000565651 0.000531717 0.00056296 0.000463606 0.000650746 0.000847406 0.000850014 0.000844142 0.000850689 0.000287082 0.000875662 0.000805675 0.00081079 0.000826263 0.000891158 0.000899941 0.000725209 0.000810621 0.000871538 0.000783115 0.000753846 0.000944467
internal_weight=0 793 2189 667 250 282 167 417 362 170 192 186 1907 1846 1791 126 1101 200 690 584 901 823 106 495 113 115 104 105
internal_count=2982 793 2189 667 250 282 167 417 362 170 192 186 1907 1846 1791 126 1101 200 690 584 901 823 106 495 113 115 104 105
is_linear=0
shrinkage=0.0032998


Tree=9227
num_leaves=22
num_cat=0
split_feature=1 52 1 123 3 43 3 52 16 16 1447 3 1 3 1212 3 16 3 1 52 52
split_gain=7.40076 1.93498 0.752034 0.533752 0.481047 0.350703 0.231179 0.212074 0.186077 0.183217 0.157834 0.14212 0.130195 0.159375 0.128557 0.1269 0.325254 0.103244 0.0749967 0.0579824 0.0535372
threshold=0.10331000000000003 -0.41694999999999993 0.12765500000000005 0.083005000000000009 -0.049204999999999992 -0.078409999999999994 0.088880000000000015 -0.14917 0.11015500000000002 0.16703000000000004 -0.086059999999999984 -0.083414999999999975 0.089875000000000024 -0.077314999999999981 0.041590000000000009 0.30863500000000005 -0.40430999999999989 0.110335 0.076160000000000019 -0.45635499999999996 -0.082384999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 11 -6 7 8 -1 10 -9 -3 14 -14 -12 16 -4 -7 19 -10 -8
right_child=1 2 15 -5 5 17 20 9 18 -11 12 -13 13 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0011310765036038446 0.00091724137836751653 0.00054139677640141861 0.00013577380102082153 0.00058189458150190393 0.00021108670020294617 0.00058748479485007019 0.00079904969643365318 0.001006110832340976 0.00091833301393333606 0.00065577942930819706 0.00087780876299352328 0.00075279187821414198 0.00070178510591877117 0.00087780934722023597 0.00079689572619865497 0.00014738151805038054 0.00044084797242767036 0.00040353621458250901 0.0010191495980420866 0.00077693174593775895 0.0006569307408158825
leaf_weight=53 87 82 69 81 79 63 55 77 100 52 1182 63 135 101 275 88 86 75 53 53 73
leaf_count=53 87 82 69 81 79 63 55 77 100 52 1182 63 135 101 275 88 86 75 53 53 73
internal_value=0 0.0004568 0.00039053 0.00084634 0.00048595 0.000387203 0.000856021 0.000864477 0.000953971 0.000851736 0.000857473 0.000633487 0.000850692 0.000777267 0.000862561 0.000248236 0.000305268 0.000487768 0.000908233 0.000869581 0.000718273
internal_weight=0 692 605 2290 362 217 2209 2081 259 1822 1770 145 1693 236 1457 243 155 138 206 153 128
internal_count=2982 692 605 2290 362 217 2209 2081 259 1822 1770 145 1693 236 1457 243 155 138 206 153 128
is_linear=0
shrinkage=0.0032998


Tree=9228
num_leaves=31
num_cat=0
split_feature=3 3 123 0 16 16 160 47 0 0 159 39 48 157 157 49 160 3 3 13 49 1213 0 49 0 0 16 16 13 16
split_gain=4.25016 1.35174 1.38003 0.681628 0.391123 0.313574 0.26923 0.268861 0.328827 0.213081 0.176797 0.176268 0.191661 0.168426 0.162821 0.160876 0.136465 0.136103 0.0884442 0.108458 0.0877002 0.0869786 0.106241 0.0814941 0.0839444 0.0779341 0.0699695 0.0653696 0.0866804 0.0650411
threshold=-0.055994999999999996 0.30863500000000005 0.081180000000000016 -0.076384999999999995 -0.15105999999999997 -0.47730499999999992 -0.060659999999999992 1.0000000180025095e-35 0.032970000000000006 -0.11167499999999998 -0.038439999999999995 0.087620000000000017 0.083540000000000017 -0.081534999999999982 -0.020159999999999994 -0.06017999999999999 0.051580000000000008 0.088880000000000015 -0.23394499999999999 0.053700000000000005 -0.081489999999999993 -0.083209999999999992 -0.08176499999999999 -0.0061499999999999992 -0.085674999999999987 -0.071749999999999994 0.0060400000000000011 -0.090344999999999995 -0.084354999999999986 -0.047754999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 13 -5 -2 10 8 15 -3 -6 -4 -13 23 -15 -7 18 -17 -8 25 -16 27 29 -1 -25 -20 -24 -22 -29 -23
right_child=1 9 11 4 6 7 16 -9 -10 -11 -12 12 -14 14 20 17 -18 -19 19 -21 21 22 26 24 -26 -27 -28 28 -30 -31
leaf_value=0.0010954606385429888 0.00056158118659100904 0.00040968462323777319 0.00054950941948474284 0.00050183352880539057 0.00078518072410840064 0.00083605601651709494 0.00096981137147789543 0.00094746879112062965 0.00096481402346573146 0.00013711996967851332 0.00051116028376563738 0.00025169574179603917 0.00050426424289911449 0.00071524847868788819 0.00077882963787520088 0.00070062784389151374 0.00069903317944239459 0.00050813015406608083 0.00077116168215728132 0.00069948094033815407 0.00094949510641071451 0.00092224055641225791 0.00089585132877984593 0.0010376570345884562 0.00085295596555120569 0.00089888544469331568 0.0007681271633204577 0.00072055422894403841 0.00087812740355662229 0.00099424279845466913
leaf_weight=69 83 64 87 52 53 61 70 89 58 62 52 79 57 55 64 127 70 61 77 55 55 518 204 58 57 202 67 69 97 210
leaf_count=69 83 64 87 52 53 61 70 89 58 62 52 79 57 55 64 127 70 61 77 55 55 518 204 58 57 202 67 69 97 210
internal_value=0 0.000591036 0.000647559 0.000869372 0.000777784 0.000747487 0.000802506 0.000786364 0.000739544 0.000275845 0.000649811 0.000432757 0.000357811 0.000907294 0.000894185 0.00068693 0.000836257 0.000638356 0.000859946 0.000836815 0.000901823 0.000908246 0.000921757 0.0010025 0.000946416 0.000863762 0.000864404 0.00084701 0.000812842 0.000943059
internal_weight=0 828 702 2154 631 479 579 396 307 126 105 223 136 1523 1339 249 474 188 404 334 1284 1220 999 184 115 279 271 221 166 728
internal_count=2982 828 702 2154 631 479 579 396 307 126 105 223 136 1523 1339 249 474 188 404 334 1284 1220 999 184 115 279 271 221 166 728
is_linear=0
shrinkage=0.0032998


Tree=9229
num_leaves=30
num_cat=0
split_feature=1 16 34 3 16 16 43 1212 4 394 1 16 12 157 3 4 4 2 12 13 16 156 1 43 15 13 4 3 12
split_gain=0.254696 0.109315 0.16139 0.150509 0.0946112 0.23676 0.0838187 0.0782083 0.117885 0.125773 0.0961583 0.0911281 0.144942 0.0929427 0.089442 0.0824498 0.0711748 0.0606678 0.0591704 0.0543886 0.0818848 0.0457151 0.079867 0.0437423 0.0405939 0.0372016 0.0329774 0.0325192 0.0301189
threshold=0.10152500000000002 -0.5103049999999999 -0.028269999999999997 0.10021000000000001 0.058875000000000004 -0.0024749999999999993 -0.46052499999999996 0.043065000000000006 -0.079524999999999985 -0.0038899999999999998 0.085780000000000009 -0.072649999999999978 0.085380000000000011 -1.0000000180025095e-35 -0.097199999999999995 -0.083614999999999981 -0.050244999999999991 0.10488500000000002 0.090335000000000013 -0.11210999999999999 -0.088099999999999984 0.090560000000000015 1.0000000180025095e-35 -0.007069999999999999 0.087885000000000019 0.085955000000000018 0.028075000000000006 -0.08095999999999999 0.090885000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 -2 5 17 -1 10 9 -9 14 12 -12 -13 18 -11 -15 28 -8 -19 -21 22 24 -10 -16 26 -6 -14 -4
right_child=1 2 4 -5 25 -7 7 8 23 15 11 13 27 16 21 -17 -18 19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00043860083887807929 0.012362594846701797 -0.0066521639636347787 0.0083035928928252394 0.00011413761260755134 0.0099042057679027354 -0.0092334978481335497 0.013584607860167876 0.0070967783655164129 0.010430044858729087 0.0014584391038306179 -0.0046630950353408682 0.0016728654977413993 0.0022725753550624055 0.0050718816261573103 0.0070176838289875481 -0.0073979605395110698 0.011834474315627442 0.0040235258277385852 0.0065746666245303969 -0.006075062271719325 0.0030360677337898569 0.0027999526033892484 0.012760785556842047 0.0045423400731621766 0.0045828064437123932 0.0021501980807847698 0.0041505534944968857 0.0075223667055382502 0.0026438997409266776
leaf_weight=87 62 68 55 53 56 60 90 54 58 63 71 87 74 91 798 56 88 75 57 60 52 91 60 98 263 78 60 63 54
leaf_count=87 62 68 55 53 56 60 90 54 58 63 71 87 74 91 798 56 88 75 57 60 52 91 60 98 263 78 60 63 54
internal_value=0 0.00196609 0.00107609 0.00673328 0.00203485 0.000399975 0.00558255 0.00578871 0.00338756 0.000351572 0.00621871 0.00414537 0.00149519 0.00621093 0.00694053 -0.00269418 0.00840655 0.00235878 0.0108787 0.00050875 -0.00182885 0.0064614 0.00675703 0.00674288 0.00641582 0.00502566 0.00694367 0.00469983 0.00551619
internal_weight=0 733 618 115 550 356 2249 2162 329 173 1833 474 208 266 1359 119 179 296 147 187 112 1212 1121 156 1061 194 116 137 109
internal_count=2982 733 618 115 550 356 2249 2162 329 173 1833 474 208 266 1359 119 179 296 147 187 112 1212 1121 156 1061 194 116 137 109
is_linear=0
shrinkage=0.16829


Tree=9230
num_leaves=19
num_cat=0
split_feature=1 15 0 150 0 15 16 3 16 14 0 39 3 1456 39 13 52 0
split_gain=5.48677 1.4348 1.02051 0.535279 0.466821 0.418796 0.41315 0.352466 0.322929 0.317321 0.22192 0.212613 0.230654 0.141284 0.128081 0.116478 0.111145 0.140458
threshold=0.10331000000000003 -0.26361999999999991 -0.12851999999999997 0.084800000000000014 0.040570000000000002 -0.43587999999999999 0.15273500000000004 0.093925000000000022 -0.43279999999999996 0.073890000000000011 -0.024974999999999997 0.055555000000000007 -0.12077499999999998 -0.090374999999999997 0.088025000000000006 -0.085604999999999987 -0.057374999999999995 -0.073574999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 8 10 7 14 -6 9 -3 11 16 12 -1 -14 -2 -15 -4 -18
right_child=1 2 3 -5 6 -7 -8 -9 -10 -11 -12 -13 13 15 -16 -17 17 -19
leaf_value=0.00063245726380012596 0.00042111435165352715 0.00016950597630237773 0.00070418878856752564 0.0004163420340980853 0.00040522044326506156 3.4842390285217829e-05 0.00076042887206383841 0.00059640167288210256 0.00047458655915729863 0.0010141065443886497 0.00059319889325919195 0.00065485215197780538 0.00070034450807452949 0.00088383367084183964 0.00022202041084025561 0.00081701933605220092 0.00099738182064360156 0.00075001336919970781
leaf_weight=72 91 67 76 73 60 71 90 82 88 88 82 94 97 385 59 1304 52 52
leaf_count=72 91 67 76 73 60 71 90 82 88 88 82 94 97 385 59 1304 52 52
internal_value=0 0.00046519 0.000564796 0.000667341 0.00079748 0.000244185 0.00061858 0.00081011 0.00034294 0.000818683 0.000737141 0.000809855 0.000817678 0.000825125 0.000343039 0.00083227 0.000802519 0.000874036
internal_weight=0 711 490 335 2272 221 150 2122 155 2040 262 1952 1858 1786 150 1689 180 104
internal_count=2983 711 490 335 2272 221 150 2122 155 2040 262 1952 1858 1786 150 1689 180 104
is_linear=0
shrinkage=0.0032998


Tree=9231
num_leaves=15
num_cat=0
split_feature=3 1374 12 13 42 151 41 3 1456 16 1452 2 2 43
split_gain=0.104263 0.0837111 0.0752007 0.11799 0.179965 0.0758238 0.0790631 0.0748902 0.0733486 0.0620808 0.0746182 0.061395 0.046173 0.0346585
threshold=0.35004500000000011 0.092505000000000018 -0.012249999999999999 -0.009244999999999998 -0.0047199999999999994 -0.09193999999999998 0.081500000000000017 -0.0013299999999999998 -0.11497999999999998 0.056515000000000003 0.087120000000000017 0.088615000000000013 0.092645000000000019 -0.085784999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 13 8 12 -7 10 -10 -11 -1 -4
right_child=-2 -3 5 4 -6 6 -8 -9 9 11 -12 -13 -14 -15
leaf_value=0.0099232166518240499 -0.0013948505385729653 -0.0018852520819263436 0.0055482534249799145 0.0042886839497200905 -0.0089143988485555822 0.00035572318208348702 -0.00053298882107717703 0 0.0054014296932123652 0.00058588972817172 0.011624640149538306 0.0046972663544515535 0.0039447144620004459 0.010941443259415021
leaf_weight=69 86 56 59 61 56 96 77 69 1642 149 57 340 81 85
leaf_count=69 86 56 59 61 56 96 77 69 1642 149 57 340 81 85
internal_value=0 0.00453537 0.00466256 0.00228854 -0.00201538 0.00498027 0.00474994 0.0045961 0.00492883 0.00512866 0.00561127 0.00344819 0.0067068 0.00874421
internal_weight=0 2897 2841 336 117 2505 2361 219 2284 2188 1699 489 150 144
internal_count=2983 2897 2841 336 117 2505 2361 219 2284 2188 1699 489 150 144
is_linear=0
shrinkage=0.16829


Tree=9232
num_leaves=17
num_cat=0
split_feature=40 40 1 0 15 1429 15 1456 130 12 15 16 12 1 52 155
split_gain=0.0821713 0.0641961 0.0745795 0.0645017 0.111581 0.0895343 0.282924 0.0850012 0.0888708 0.0734307 0.0678298 0.068799 0.0585577 0.055563 0.0509848 0.0293935
threshold=1.0000000180025095e-35 -0.084924999999999987 0.10868000000000001 0.0040950000000000005 -0.032519999999999993 0.084710000000000021 -0.0087299999999999999 -0.11497999999999998 0.087755000000000014 0.093625000000000014 -0.43587999999999999 -0.50875499999999996 0.088725000000000012 0.085550000000000015 0.087580000000000005 0.11790000000000002
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 7 -7 -3 10 12 -9 -12 -10 -6 -11 -15
right_child=-2 3 -4 4 13 6 -8 8 9 14 11 -13 -14 15 -16 -17
leaf_value=0.0047669399001131589 -0.0015437881960579925 -0.001055759678777601 -0.0036993574154862603 -0.004157490966943172 6.4672157700595618e-05 0.0054233294616491514 -0.0098286079841041797 0.0004258257910817587 0.0021072926231273958 0.00058043321397525797 0.0015409829691392933 0.0054689743201614318 -0.0055804375678042825 0.0088803801250055461 0.0077924886884223185 0.0033273086610026022
leaf_weight=52 84 76 68 73 76 102 52 89 58 52 137 1838 54 53 61 58
leaf_count=52 84 76 68 73 76 102 52 89 58 52 137 1838 54 53 61 58
internal_value=0 0.00378048 -1.5657e-05 0.00394505 0.001411 0.00420589 0.000261658 0.00446196 0.00464595 0.00145867 0.00499253 0.00519741 -0.00158325 0.0035944 0.00448957 0.00599496
internal_weight=0 2899 120 2779 260 2519 154 2365 2289 225 2064 1975 112 187 113 111
internal_count=2983 2899 120 2779 260 2519 154 2365 2289 225 2064 1975 112 187 113 111
is_linear=0
shrinkage=0.16829


Tree=9233
num_leaves=22
num_cat=0
split_feature=475 16 4 0 133 3 16 16 4 3 0 3 4 4 1447 3 16 3 0 2 2
split_gain=0.0679546 0.163175 0.0800911 0.0966632 0.0805566 0.0910983 0.0762072 0.155677 0.0753151 0.0677885 0.0667367 0.080668 0.0473829 0.0763485 0.0447114 0.0417128 0.0401512 0.0382562 0.0309055 0.037884 0.0198802
threshold=-0.088544999999999985 0.13995000000000002 0.052250000000000012 -0.00077999999999999999 0.085355000000000014 -0.18945499999999996 -0.23389999999999997 -1.0000000180025095e-35 0.018150000000000003 0.30863500000000005 -0.22984499999999997 0.0066850000000000008 0.50996500000000011 0.40052000000000004 -0.086059999999999984 -0.080884999999999985 -0.53592999999999991 -0.043609999999999989 -0.055084999999999988 0.11487000000000001 0.09802000000000001
decision_type=2 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 12 17 9 10 -2 14 13 15 -12 -4 -15 -8 19 -9 -17
right_child=2 -3 6 4 -6 -7 7 18 -10 -11 11 -13 -14 16 -16 20 -18 -19 -20 -21 -22
leaf_value=-0.0077655035309524478 -0.0018452574469058412 0.0047041330550163553 0.0080879286291417416 0.0029056774291131944 0.0054424569274845484 -0.0058216611448238722 -0.0078789381148767421 0.0044406555829279029 0.0094091320690080846 -0.0020666968707675724 0.0083115097777026158 0.0097671780065299897 0.0065213572266398581 0.0017943263308789954 0.0037862762525446543 0.0050163658264322352 -0.0038460192163177528 -0.0019424767454605527 0.006086342810965195 -0.0017666890051874422 0.00062625031456151948
leaf_weight=54 53 66 60 59 57 79 63 54 72 53 65 71 90 79 1647 54 65 62 57 57 66
leaf_count=54 53 66 60 59 57 79 63 54 72 53 65 71 90 79 1647 54 65 62 57 57 66
internal_value=0 -0.000892232 0.00318405 0.00369442 0.000111507 -0.00207739 0.00162514 -0.000446386 0.00404979 0.00384456 0.00401618 0.00419142 0.00309557 0.00213841 0.00395914 0.00445047 -0.000739187 -0.00494883 0.00289295 0.00123691 0.00261677
internal_weight=0 120 2863 2156 195 138 707 293 1961 1889 1836 1783 414 324 1712 180 144 125 168 111 120
internal_count=2983 120 2863 2156 195 138 707 293 1961 1889 1836 1783 414 324 1712 180 144 125 168 111 120
is_linear=0
shrinkage=0.16829


Tree=9234
num_leaves=11
num_cat=0
split_feature=1455 1455 0 106 149 10 51 15 48 1452
split_gain=0.0635403 0.10636 0.0617315 0.061591 0.0527525 0.0501321 0.0467173 0.0839577 0.0528232 0.0388958
threshold=0.09499500000000001 0.083760000000000015 0.15628500000000004 0.085935000000000025 0.07770500000000001 0.057650000000000007 -0.019069999999999997 -0.0087299999999999999 0.087695000000000009 0.085260000000000016
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -8 -2
right_child=9 -3 -4 -5 -6 -7 8 -9 -10 -11
leaf_value=0.0026552691198395381 0.0031295404133194621 -0.0042570024581048433 -0.0030492850036665476 -0.0029815096782475998 0.0075320466417958887 -0.0022499131291742768 0.0035224220565868926 -0.0019060112012253163 0.0012638064661190257 0.0095614538982300382
leaf_weight=410 52 67 55 54 64 58 1648 158 360 57
leaf_count=410 52 67 55 54 64 58 1648 158 360 57
internal_value=0 0.00235959 0.00251816 0.00263008 0.00274306 0.00262602 0.0027365 0.0013833 0.00311839 0.0065095
internal_weight=0 2874 2807 2752 2698 2634 2576 568 2008 109
internal_count=2983 2874 2807 2752 2698 2634 2576 568 2008 109
is_linear=0
shrinkage=0.16829


Tree=9235
num_leaves=28
num_cat=0
split_feature=1 52 52 1 12 1 12 4 52 11 51 0 1 160 4 12 0 0 12 403 52 12 12 1429 4 40 4
split_gain=8.30426 2.30556 1.07615 0.645223 0.568535 0.500967 0.530474 0.295542 0.286132 0.263072 0.241838 0.215846 0.196593 0.153443 0.141334 0.171781 0.136286 0.109453 0.151804 0.159758 0.0989186 0.070527 0.120587 0.0638607 0.0501271 0.0481738 0.0412379
threshold=0.10123500000000001 -0.41694999999999993 0.13072500000000004 0.12646500000000002 0.090805000000000011 0.088010000000000019 0.085905000000000023 0.043640000000000005 -0.060344999999999996 0.07585500000000002 0.116525 -0.10462499999999998 0.10638500000000002 -0.056389999999999989 0.51395000000000002 -1.0000000180025095e-35 -0.11262999999999999 0.060910000000000006 0.084065000000000015 -0.0083299999999999989 -1.0000000180025095e-35 0.092395000000000019 0.090455000000000021 0.084965000000000013 -0.076164999999999997 -0.074429999999999982 0.032770000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 12 7 8 9 -7 10 17 -5 -3 -9 15 -13 -15 18 19 -1 -18 22 -8 -20 -23 -14 -27
right_child=1 2 -4 11 -6 6 21 13 -10 -11 -12 14 25 16 -16 -17 20 -19 23 -21 -22 24 -24 -25 -26 26 -28
leaf_value=0.0012637412247850971 0.0010548786087658097 0.00029184272639025036 0.00081792806126585371 0.00048193583275942339 0.00078515325090195202 0.00086048131951918245 0.00098350051625682223 0.00073397290532362363 0.00057271261654136632 0.001206358151844736 0.00080165504818489387 0.0004414826421078293 0.00043088503663577633 0.001072741984156921 0.00010042435773237028 0.00018033820880749871 0.00098819835189110569 0.00086568291050389352 0.00099926237362285282 0.0010549305855038018 0.00079616326651705106 0.0010831654774676241 0.00078959490021666826 0.0010998966983545276 0.0009528183135601206 0.00047466070372155169 0.00059963243767799173
leaf_weight=53 94 59 99 56 77 78 94 53 75 80 60 55 59 59 52 56 53 52 980 195 74 68 60 82 78 53 76
leaf_count=53 94 59 99 56 77 78 94 53 75 80 60 55 59 59 52 56 53 52 980 195 74 68 60 82 78 53 76
internal_value=0 0.00057188 0.000501105 0.000443277 0.000536937 0.000977074 0.000878691 0.00100265 0.000719649 0.00101997 0.00100946 0.000304551 0.000459416 0.000893676 0.000243393 0.000310051 0.000938994 0.00101859 0.00102463 0.0010997 0.000876581 0.000959685 0.000908182 0.00100707 0.00101377 0.000511818 0.000548561
internal_weight=0 736 642 543 324 2194 453 1741 153 1502 1422 219 247 239 163 111 186 1362 1310 248 127 300 154 1062 146 188 129
internal_count=2930 736 642 543 324 2194 453 1741 153 1502 1422 219 247 239 163 111 186 1362 1310 248 127 300 154 1062 146 188 129
is_linear=0
shrinkage=0.0032998


Tree=9236
num_leaves=31
num_cat=0
split_feature=10 2 4 4 133 13 403 14 9 2 1 1 16 12 3 43 1 2 16 12 3 2 43 2 2 16 1 403 133 12
split_gain=0.14584 0.118157 0.0746663 0.124638 0.096563 0.0986839 0.098434 0.0810242 0.0650315 0.0648287 0.107115 0.299414 0.106801 0.0884995 0.0658183 0.0634893 0.0562656 0.0592707 0.0466924 0.0428051 0.0626561 0.0964831 0.0530288 0.0866179 0.0396576 0.0374918 0.0338961 0.0301931 0.0298493 0.0325243
threshold=-0.00189 -0.0011799999999999998 -0.082509999999999986 -0.083804999999999977 0.048535000000000002 -0.091149999999999995 -0.53317999999999988 -0.13131999999999996 -0.0083399999999999985 0.089795000000000014 0.083670000000000008 0.10500500000000001 -0.092864999999999989 0.083945000000000006 -0.011259999999999997 0.31405000000000005 0.10123500000000001 0.11543500000000002 -0.012609999999999998 0.083865000000000009 -0.13392999999999997 0.10179000000000001 -0.0032799999999999995 0.095565000000000011 0.086275000000000004 0.11160500000000002 0.087840000000000015 -0.10117499999999999 -0.0029049999999999996 0.087470000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 19 7 -6 -7 -4 -1 12 15 -12 26 -14 -13 18 17 25 -11 22 21 -21 -2 -24 -15 -8 -9 -22 29 -29
right_child=2 -3 4 -5 5 6 16 9 -10 10 11 14 13 24 -16 -17 -18 -19 -20 20 27 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0057704982035046643 0.010728021388774963 -0.0077328645117962632 0.0066693651059568709 0.012784764070287976 0.010984987884252609 -0.002588698490797211 0.005101864883060173 0.0039182667883869487 -0.0024018204431771367 0.001929319497285967 -0.012428237248241989 -0.0038450290825264833 -0.0045036003990091035 0.0014552818772378478 0.0032799658732989806 -0.0028216129366144269 0.00045257091845467002 0.0104315928713505 0.0069278333061707567 0.011481285225588249 -0.0011917271709304751 0.0018531721287407816 0.00021891217338452417 0.0089366431645022306 0.0052819290579766715 0.0012067672576434314 0.0085780344823011192 0.0019433053228051765 0.00046065129568573465 0.0073616961900690074
leaf_weight=54 57 59 100 54 60 61 461 90 56 161 62 52 61 340 124 53 88 53 80 58 66 61 66 64 100 84 91 67 86 61
leaf_count=54 57 59 100 54 60 61 461 90 56 161 62 52 61 340 124 53 88 53 80 58 66 61 66 64 100 84 91 67 86 61
internal_value=0 -0.00165168 0.00343412 0.0050313 0.00295133 0.00440224 0.0038711 0.00205888 0.00159371 0.00167762 0.000281445 -0.00236881 0.00276409 0.00149355 0.00116465 0.002433 0.00444813 0.0050331 0.00359603 0.00431375 0.00331974 0.00656096 0.00642505 0.00452454 0.00232906 0.00450482 0.00627095 0.0019358 0.00290876 0.00453954
internal_weight=0 169 2761 640 2121 807 747 1314 110 1214 532 238 682 501 176 294 686 598 241 586 399 119 187 130 440 545 181 280 214 128
internal_count=2930 169 2761 640 2121 807 747 1314 110 1214 532 238 682 501 176 294 686 598 241 586 399 119 187 130 440 545 181 280 214 128
is_linear=0
shrinkage=0.16829


Tree=9237
num_leaves=17
num_cat=0
split_feature=10 0 40 0 157 41 1375 49 11 10 3 0 3 3 3 0
split_gain=0.101018 0.13523 0.20109 0.0687857 0.122792 0.0836175 0.0619856 0.0558506 0.0650901 0.0540678 0.090726 0.0649141 0.0462235 0.0431571 0.0883396 0.0774033
threshold=-0.00189 -0.085204999999999989 -0.078949999999999979 -0.10298499999999998 -0.065824999999999981 0.07677500000000001 -0.030214999999999995 -0.066894999999999982 0.077165000000000025 0.057650000000000007 0.12955000000000003 -0.097224999999999992 -0.066789999999999974 0.095880000000000007 0.12478500000000002 -0.14104999999999998
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 -6 13 10 11 -8 -13 15 -15 -9
right_child=3 2 -4 5 7 -7 9 8 -10 -11 -12 12 -14 14 -16 -17
leaf_value=0.0052843643787009115 -0.0065355342618845964 0.0018341825303339568 -0.012442529564403251 0.0077833881766316733 -0.0014790568760591357 0.0099571733743557926 0.0079195276868870759 -0.0028987584848636934 0.0076142176850032316 -0.0016794284205396211 0.010047215216171249 0.0030661363854208967 0.00070862636127799403 0.0094492271882271987 0.00049507951398480052 0.0039915159349367662
leaf_weight=57 53 60 52 78 103 52 71 101 69 69 52 1621 278 54 75 85
leaf_count=57 53 60 52 78 103 52 71 101 69 69 52 1621 278 54 75 85
internal_value=0 -0.00137372 -0.00477825 0.00285783 0.00114916 0.00327246 0.00311137 0.00198918 0.00292413 0.00293623 0.00309463 0.0029102 0.00272196 0.00189108 0.00425725 0.000240364
internal_weight=0 169 112 2761 540 2221 2169 487 384 2091 2022 1970 1899 315 129 186
internal_count=2930 169 112 2761 540 2221 2169 487 384 2091 2022 1970 1899 315 129 186
is_linear=0
shrinkage=0.16829


Tree=9238
num_leaves=13
num_cat=0
split_feature=2 45 0 484 1213 52 51 51 3 160 484 2
split_gain=0.0787393 0.0660218 0.0983503 0.0623926 0.0660901 0.0598153 0.0688824 0.077904 0.0585443 0.060111 0.0403101 0.0391477
threshold=0.17553000000000005 1.0000000180025095e-35 -0.23215999999999995 0.08764000000000001 0.11864000000000001 0.51371000000000011 -0.22508999999999998 -0.09522499999999999 -0.014254999999999999 -0.076594999999999983 0.11383000000000001 0.10060500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 11 -8 9 10 -5 -4
right_child=-2 -3 3 8 -6 -7 7 -9 -10 -11 -12 -13
leaf_value=-0.0047169012844421061 -0.0037002983287064048 0.0082006192950333477 0.0027416226577227812 0.0085154174773530884 0.0064095518168941091 -0.002779896398927487 -0.0020833927439145796 0.0020829569130005835 0.0094857021262579992 -0.0012305135587893162 0.0020825212814988606 0.0081391120266018496
leaf_weight=57 63 53 76 61 97 74 135 2068 61 54 52 79
leaf_count=57 63 53 76 61 97 74 135 2068 61 54 52 79
internal_value=0 0.00230371 0.00219201 0.0023355 0.0020939 0.00192103 0.00206932 0.00182683 0.00500749 0.00336098 0.00557105 0.00550419
internal_weight=0 2867 2814 2757 2529 2432 2358 2203 228 167 113 155
internal_count=2930 2867 2814 2757 2529 2432 2358 2203 228 167 113 155
is_linear=0
shrinkage=0.16829


Tree=9239
num_leaves=32
num_cat=0
split_feature=3 3 4 4 4 0 3 14 47 0 16 4 3 15 16 4 16 403 0 403 13 15 131 133 4 0 403 0 403 1212 15
split_gain=4.81815 1.21124 0.868819 0.814718 0.429506 0.477643 0.324708 0.276505 0.217963 0.196001 0.195416 0.182855 0.338125 0.167322 0.152989 0.123793 0.125761 0.102026 0.0801467 0.0796966 0.0750706 0.0647503 0.0573185 0.053543 0.0526371 0.0518909 0.0429889 0.0428714 0.0386794 0.0153147 0.0262701
threshold=-0.064349999999999991 0.28833000000000003 0.043640000000000005 -0.35269999999999996 0.31392000000000003 -0.032274999999999991 -0.115685 -0.10523499999999998 0.085165000000000018 -0.079394999999999979 -0.33811499999999994 -0.42305999999999994 -0.12711499999999995 0.021950000000000001 -0.116045 -0.082509999999999986 -0.077049999999999993 -0.085489999999999997 -0.16926499999999997 -0.072349999999999984 -0.0027149999999999995 -0.065419999999999992 0.089115000000000014 -0.09386499999999999 0.10055500000000002 -0.05461499999999999 -0.52017999999999986 0.048595000000000006 -0.072349999999999984 0.086550000000000002 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 2 2 2
left_child=2 3 9 27 5 8 -4 -6 10 15 -5 -11 -13 -12 -3 16 20 -17 -9 -19 29 24 23 -21 -8 26 -14 -2 -28 30 -1
right_child=1 14 6 4 7 -7 21 18 -10 11 13 12 25 -15 -16 17 -18 19 -20 22 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 -32
leaf_value=0.00081510767739353225 0.00076758914612547462 0.00021484896587321438 0.00035244821370363237 0.00063790221352801827 0.00045609519392853046 0.0001494647260581185 0.00068833984309673213 0.00026289243396398929 0.00065817711916048803 0.00080273527855201387 0.00037943312579973791 0.00038260867089834707 0.00058954218612380785 0.00058260391356539391 -2.1233467008735253e-05 0.00082369846703098256 0.00089655893188236087 0.00057598886222362154 9.28848663044605e-05 0.00066059335931410636 0.00065837807103140845 0.00051245451515683047 0.00060990238691395633 0.00073729013775878434 0.00055416664645235197 0.00056425999759437539 0.0007584768714762667 0.00062979995044597952 0.0006720460874428296 0.00084323137919259448 0.00070711391150062866
leaf_weight=62 57 53 90 52 52 53 82 55 66 86 243 52 56 55 68 85 91 55 69 139 73 82 61 479 59 53 83 52 260 52 55
leaf_count=62 57 53 90 52 52 53 82 55 66 86 243 52 56 55 68 85 91 55 69 139 73 82 61 479 59 53 83 52 260 52 55
internal_value=0 0.000388714 0.000681214 0.000437907 0.000393193 0.000445455 0.000520725 0.000253725 0.000483081 0.00071003 0.000449962 0.00066053 0.000636195 0.000417049 8.18834e-05 0.00073535 0.000789986 0.000713093 0.000168576 0.000700236 0.000749766 0.000588482 0.000710249 0.000720097 0.000632446 0.000665291 0.000678623 0.000702178 0.000693064 0.000789032 0.000764643
internal_weight=0 875 2055 754 645 469 313 176 416 1742 350 590 504 298 121 1152 333 819 124 734 242 223 679 618 141 452 399 109 343 169 117
internal_count=2930 875 2055 754 645 469 313 176 416 1742 350 590 504 298 121 1152 333 819 124 734 242 223 679 618 141 452 399 109 343 169 117
is_linear=0
shrinkage=0.0032998


Tree=9240
num_leaves=16
num_cat=0
split_feature=1212 160 39 13 130 484 2 10 50 13 50 4 3 13 3
split_gain=0.076801 0.0659647 0.0563353 0.0772423 0.0611321 0.0561484 0.0571498 0.0899979 0.0603947 0.0539111 0.0494664 0.0298095 0.0160246 0.0175015 0.0122831
threshold=0.040035000000000008 -0.014565 0.10096000000000001 0.17888000000000001 -0.081969999999999987 0.12428000000000002 -0.15154999999999999 -0.0093599999999999985 0.10861000000000003 -0.0015099999999999998 0.082725000000000007 -0.076329999999999995 -0.084324999999999997 -0.083354999999999985 -0.090704999999999994
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 -8 -9 -4 12 -5 14 -14 -3
right_child=1 10 9 11 5 -7 7 8 -10 -11 -12 -13 13 -15 -16
leaf_value=-0.0035104120946468443 0.0097011329179144748 0.0024393378161397497 0.001295033003263062 0.0090581099491479269 0.0065143720726834392 0.0060322357131547917 -0.0034324234865800536 0.0020106292518676282 -0.00088488229528115448 -0.0057177654824367777 0.0077896037067004334 0.003619991032877828 0.0014899641135394687 0.0056247228476924826 -0.0011721138295330803
leaf_weight=64 55 54 69 52 65 84 102 1811 229 56 56 67 61 58 52
leaf_count=64 55 54 69 52 65 84 102 1811 229 56 56 67 61 58 52
internal_value=0 0.00435436 0.00164621 0.00182269 0.00161027 0.0017541 0.00159046 0.0014402 0.00168471 -0.00183233 0.00330145 0.00601141 0.00217641 0.00352032 0.000650733
internal_weight=0 336 2599 2474 2355 2291 2207 2142 2040 125 281 119 225 119 106
internal_count=2935 336 2599 2474 2355 2291 2207 2142 2040 125 281 119 225 119 106
is_linear=0
shrinkage=0.16829


Tree=9241
num_leaves=25
num_cat=0
split_feature=4 12 13 12 43 4 43 14 4 13 150 150 11 12 12 158 474 13 151 51 39 48 12 11
split_gain=4.57901 1.16856 0.768972 0.561152 0.451403 0.40553 0.28246 0.222247 0.183148 0.167549 0.177851 0.138973 0.170013 0.136015 0.125853 0.121172 0.113117 0.108898 0.0750652 0.074692 0.0517678 0.0440626 0.0271708 0.0223083
threshold=0.31392000000000003 0.056995000000000011 -0.27740999999999993 0.13642500000000005 -0.041049999999999996 -0.051094999999999995 -0.116045 -0.45687499999999998 0.053330000000000009 -0.15941999999999998 0.081245000000000026 0.089810000000000015 0.079700000000000007 -1.0000000180025095e-35 0.088665000000000008 0.078875000000000015 0.090325000000000016 -0.011809999999999999 -0.087954999999999992 -1.0000000180025095e-35 0.084950000000000012 0.084455000000000016 0.092900000000000024 0.086175000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 6 -6 -4 -2 11 -9 20 12 14 -7 18 19 -16 -8 -3 -10 -11 -15 -21 -14
right_child=7 3 4 -5 5 13 17 9 15 10 -12 -13 23 21 16 -17 -18 -19 -20 22 -22 -23 -24 -25
leaf_value=0.00018016125549168648 0.00040542134312118906 0.00060787547966510128 0.00062722568856550087 0.00037115981315344397 0.00080854141970155614 0.00066334731158424972 0.00044432059811437368 0.00033189771060774018 0.00046255221559273754 -3.7485655793964493e-06 0.0002724270850264285 0.00057772756402905533 0.00088482343922249992 0.00040347354106409176 0.00068097298387029802 0.00072170165448872054 0.00052063965915428599 0.00025263635012286872 0.00074236566403609796 0.00066670994861838646 0.00012796773273898403 0.00053733052097468714 0.00055644806982442627 0.0007846528296587209
leaf_weight=69 61 52 55 63 99 68 63 63 63 63 68 98 52 54 812 69 53 69 631 52 66 61 60 71
leaf_count=69 61 52 55 63 99 68 63 63 63 63 68 98 52 54 812 69 53 69 631 52 66 61 60 71
internal_value=0 0.000643474 0.000506166 0.000679041 0.000554053 0.000637672 0.000427765 0.000225687 0.000688659 0.000183383 0.000135709 0.000700473 0.00070765 0.000545043 0.000698121 0.000602868 0.00067119 0.000344389 0.000732178 0.000555812 6.33681e-05 0.000474782 0.000607956 0.000827288
internal_weight=0 2614 538 2076 469 282 187 321 2013 260 197 1769 1671 183 1548 244 865 132 683 175 129 115 112 123
internal_count=2935 2614 538 2076 469 282 187 321 2013 260 197 1769 1671 183 1548 244 865 132 683 175 129 115 112 123
is_linear=0
shrinkage=0.0032998


Tree=9242
num_leaves=23
num_cat=0
split_feature=4 2 150 2 12 3 42 4 12 3 16 16 4 4 12 483 157 4 402 133 4 43
split_gain=3.92942 1.22305 0.579306 0.416412 0.268317 0.251545 0.189436 0.170379 0.163951 0.131046 0.113719 0.109234 0.0965337 0.102079 0.0802298 0.0775193 0.0744363 0.0585891 0.0572693 0.0498581 0.0266934 0.0246096
threshold=0.31392000000000003 0.13631000000000001 0.082085000000000019 0.10100500000000003 -0.0089849999999999982 0.13772500000000001 0.088685000000000014 -0.082619999999999985 0.090285000000000018 0.084670000000000009 -0.0050499999999999989 -0.069169999999999995 0.053330000000000009 -0.079614999999999977 0.083865000000000009 0.092865000000000017 -0.051074999999999988 -0.0090849999999999976 0.090375000000000025 -0.025004999999999996 0.50291500000000011 -0.010629999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 11 6 20 16 9 15 14 -1 13 -10 -4 -9 -6 -3 19 -18 -2 -14
right_child=5 17 3 -5 7 -7 -8 8 12 -11 -12 -13 21 -15 -16 -17 18 -19 -20 -21 -22 -23
leaf_value=0.00064362531694217876 0.00040980267430631756 0.00022603430358586764 0.0004365690134554833 0.00027327422075262603 0.00083025982054142817 7.2593921673792599e-05 0.00018123532228665797 0.00071103010360277726 0.00049963421945050724 0.00053999306684647975 0.00069159757134604986 0.00045489905629521381 0.00049626602129345103 0.00064807968577008284 0.00058888551282413584 0.00057681354542003197 0.00060423289766921447 0.00037655585545976373 0.00079377538855954623 0.00070542219185794461 0.00031502517066703874 0.00059161312603419301
leaf_weight=54 80 63 69 67 61 76 102 608 58 63 63 95 82 550 91 54 68 54 73 384 63 57
leaf_count=54 80 63 69 67 61 76 102 608 58 63 63 95 82 550 91 54 68 54 73 384 63 57
internal_value=0 0.000626107 0.00064157 0.000502405 0.00065984 0.000239064 0.00029056 0.000669692 0.000650492 0.000686268 0.000571089 0.000523533 0.000615722 0.000633977 0.000523419 0.000700135 0.000717862 0.000295807 0.000704735 0.000690277 0.000368294 0.000535619
internal_weight=0 2614 2497 290 2207 321 245 2058 1472 725 223 149 747 608 160 662 586 117 525 452 143 139
internal_count=2935 2614 2497 290 2207 321 245 2058 1472 725 223 149 747 608 160 662 586 117 525 452 143 139
is_linear=0
shrinkage=0.0032998


Tree=9243
num_leaves=14
num_cat=0
split_feature=150 0 150 49 10 14 34 0 0 133 1446 52 150
split_gain=0.0769679 0.0770091 0.062743 0.0587658 0.0526555 0.0583052 0.063623 0.0824925 0.046384 0.0654214 0.0527466 0.0336471 0.0204397
threshold=0.08882000000000001 0.15628500000000004 0.10117000000000001 -0.05529499999999999 -0.15666999999999998 0.082295000000000021 -0.066379999999999981 0.048235000000000007 -0.096849999999999978 -0.086034999999999986 0.087090000000000015 -0.54883999999999988 0.11183500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 12 -1 6 -6 8 9 -8 -10 -9 -4
right_child=2 -3 3 -5 5 -7 7 11 10 -11 -12 -13 -14
leaf_value=0.0082190977324011153 -0.0041913688746951549 -0.0035138685506669368 0.0018933963144572132 -0.0015336220190119701 -0.0017637943844875997 0.0083276310909021541 -0.0025405531786085777 0.0037965820950087992 0.0032902594338844976 0.0022150989506225858 -0.00021628225594593555 0.0093486353959020812 0.0065464139214391464
leaf_weight=53 77 53 58 99 86 54 105 55 1669 369 130 75 52
leaf_count=53 77 53 58 99 86 54 105 55 1669 369 130 75 52
internal_value=0 0.00282109 -7.88002e-05 0.00142776 0.00295112 0.00284062 0.00272086 0.0028821 0.00264503 0.00115784 0.00303587 0.00701351 0.00410934
internal_weight=0 2649 286 209 2596 2543 2489 2403 2273 474 1799 130 110
internal_count=2935 2649 286 209 2596 2543 2489 2403 2273 474 1799 130 110
is_linear=0
shrinkage=0.16829


Tree=9244
num_leaves=23
num_cat=0
split_feature=2 150 0 48 2 0 0 156 10 43 48 42 52 49 475 13 10 13 16 51 0 43
split_gain=0.0868899 0.0882328 0.091985 0.0690548 0.0630106 0.0726658 0.0588453 0.0988599 0.08835 0.0869622 0.0796293 0.0760366 0.0722984 0.0501244 0.0472584 0.0452202 0.0396777 0.0784747 0.0709922 0.0454469 0.0417398 0.0407329
threshold=0.10100500000000003 0.089155000000000012 -0.088084999999999983 -0.068459999999999979 0.10301500000000001 -0.195045 -0.10147999999999999 0.088080000000000006 -0.00189 -0.076179999999999984 0.085395000000000013 0.11966500000000001 0.0049050000000000005 -0.011914999999999999 -0.08538999999999998 -0.014939999999999998 -0.093904999999999988 -0.094609999999999986 -0.089369999999999991 -0.070559999999999984 -0.049024999999999992 0.0049250000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -2 -5 -6 10 8 -8 -9 12 13 15 -10 -15 -1 -7 18 -18 20 -19 -21
right_child=3 2 -4 4 5 16 7 9 11 -11 -12 -13 -14 14 -16 -17 17 19 -20 21 -22 -23
leaf_value=0.0030125395625412031 0.0063121220315513179 -0.0062599974045366635 0.0019950325975273357 -0.005352018393073762 -0.0054271865587489079 0.0055258722955765843 -0.0032770250632629728 0.01223553543229236 0.0064608650149109974 0.0029214212326699089 0.011247473892727509 -0.0034588927054176933 -0.00018369015270338352 -0.0021580609343510308 0.0027348788273937477 0.0092521787730559489 -0.0077322875122656266 -0.0033484695844833829 0.00051479993523964531 0.0037707026239054905 0.0023622364179423086 -0.00095512619119808074
leaf_weight=65 56 61 102 54 52 53 77 55 99 60 52 57 78 58 1302 69 53 80 66 256 66 64
leaf_count=65 56 61 102 54 52 53 77 55 99 60 52 57 78 58 1302 69 53 80 66 256 66 64
internal_value=0 0.00267167 -0.00108325 0.000612123 0.000180676 0.000616273 0.00298295 0.00261945 0.00227382 0.00739162 0.00532785 0.00255694 0.00386739 0.00279319 0.00252489 0.0062389 0.00111166 0.000708668 -0.00314318 0.00169615 -0.000754612 0.00281992
internal_weight=0 2135 163 800 744 690 1972 1708 1593 115 264 1516 212 1459 1360 134 638 585 119 466 146 320
internal_count=2935 2135 163 800 744 690 1972 1708 1593 115 264 1516 212 1459 1360 134 638 585 119 466 146 320
is_linear=0
shrinkage=0.16829


Tree=9245
num_leaves=17
num_cat=0
split_feature=10 39 391 42 15 14 4 0 133 4 13 4 0 12 13 42
split_gain=0.121408 0.081936 0.0812951 0.0660304 0.090378 0.093812 0.149355 0.0913943 0.0717714 0.0621338 0.13698 0.0782229 0.0427135 0.0410015 0.0271922 0.0241664
threshold=0.057650000000000007 0.10096000000000001 -1.0000000180025095e-35 0.11289000000000002 0.087670000000000012 -0.31108499999999994 0.42642000000000008 0.12503500000000004 0.41548500000000005 -0.080584999999999976 -0.0065549999999999992 -0.043174999999999991 -0.084044999999999995 0.10830500000000001 -0.010655 0.087745000000000004
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 7 -7 13 10 12 15 -6 -5 -3 -11
right_child=-2 14 3 8 9 6 -8 -9 -10 11 -12 -13 -14 -15 -16 -17
leaf_value=0.0084338023451392789 -0.0053488637601205235 -0.00016344641852037396 -0.0045112955291284019 0.0090213357241010223 -0.0027870115285530349 0.0017115619752848422 0.0098728201716114985 0.0081956837775895366 -0.00045126016414439001 0.003800488515937255 0.0020541911685671623 -0.0046306489938400799 -0.0092762612436519121 0.0029730219347554382 -0.0051428562695190133 0.00076239441314288666
leaf_weight=52 72 66 60 86 52 1741 70 64 54 130 97 59 67 52 60 177
leaf_count=52 72 66 60 86 52 1741 70 64 54 130 97 59 67 52 60 177
internal_value=0 0.001642 0.0018339 0.00170655 0.00147604 0.00202923 0.00223949 0.00194247 0.00471908 -0.000360107 -0.00262582 0.000972128 -0.00645572 0.00675528 -0.00254885 0.00205474
internal_weight=0 2887 2761 2709 2517 1935 1875 1805 192 582 216 366 119 138 126 307
internal_count=2959 2887 2761 2709 2517 1935 1875 1805 192 582 216 366 119 138 126 307
is_linear=0
shrinkage=0.16829


Tree=9246
num_leaves=30
num_cat=0
split_feature=1 52 1 1 2 151 47 10 52 3 15 150 3 15 15 2 15 1375 150 16 484 2 15 13 16 52 2 3 13
split_gain=4.49175 0.809898 0.536529 0.313951 0.284295 0.266393 0.253164 0.216229 0.192234 0.18089 0.142742 0.137916 0.123908 0.11834 0.136118 0.1089 0.107161 0.119942 0.10075 0.113661 0.0969275 0.0735615 0.0613592 0.0588201 0.0469194 0.0372115 0.0249462 0.0205264 0.0190487
threshold=0.10500500000000001 -0.42198999999999992 0.12381000000000002 0.092845000000000025 0.10836000000000003 -0.079914999999999986 0.078345000000000012 -0.088499999999999981 0.11667000000000001 -0.064349999999999991 -0.079504999999999978 0.089810000000000015 0.28833000000000003 -0.088184999999999986 -0.093074999999999977 0.088475000000000012 0.079600000000000018 0.083895000000000011 0.094545000000000018 -0.0096749999999999978 -0.081534999999999982 0.13554000000000002 -0.15300999999999995 0.011265000000000002 0.058875000000000004 0.40565000000000007 0.11411 -0.005644999999999999 -0.06724999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 4 8 -5 18 -4 11 24 -10 13 21 14 22 -12 17 -15 19 -3 -18 27 -1 26 28 -17 -6 -9 -7
right_child=1 2 7 5 23 9 -8 12 10 -11 15 -13 -14 16 -16 25 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00085939545720937691 0.00073852323942312438 0.00050075451436692585 4.9047666218614489e-05 0.00040246261241269539 0.0006921092060956541 0.00070444999565889052 0.00058418914431277293 0.0004324873986006951 0.00075498771437637906 0.00050806044870952858 0.00045406935412749873 0.00061468543693278868 0.00015537872906617894 0.00065930749316178607 0.00092425441223042493 0.00057144781805041223 0.0006164931155027125 0.00082688669303964887 0.00026471039537793664 0.00032538390635054583 0.00076309516601882855 0.00023236990215328573 0.00073069611804679768 0.00050848488823837393 0.00078795657716819261 0.00069465652648040071 0.00059398319845810571 0.00033432524161366441 0.00061156560315390389
leaf_weight=57 63 90 54 64 52 68 91 52 76 77 53 101 61 347 76 56 56 56 64 76 652 55 185 68 53 63 89 52 52
leaf_count=57 63 90 54 64 52 68 91 52 76 77 53 101 61 347 76 56 56 56 64 76 652 55 185 68 53 63 89 52 52
internal_value=0 0.000382257 0.000344475 0.000691565 0.000706981 0.000593901 0.000436154 0.000236942 0.000720604 0.000642768 0.000634334 0.000734565 0.000282902 0.000743013 0.000800246 0.000580817 0.0007266 0.000682681 0.00037743 0.000420677 0.000751549 0.000331604 0.000761155 0.000590917 0.000702521 0.000636972 0.000630421 0.000383745 0.000664494
internal_weight=0 658 595 2301 1987 314 321 274 1778 250 248 1530 220 1429 318 172 1111 403 230 166 708 159 242 209 173 119 141 104 120
internal_count=2959 658 595 2301 1987 314 321 274 1778 250 248 1530 220 1429 318 172 1111 403 230 166 708 159 242 209 173 119 141 104 120
is_linear=0
shrinkage=0.0032998


Tree=9247
num_leaves=29
num_cat=0
split_feature=1 52 1 12 14 1 12 2 2 13 12 12 4 4 13 52 12 2 4 2 42 42 15 133 1 4 13 42
split_gain=7.162 1.62308 0.893332 0.775621 0.608381 0.409899 0.680373 0.39185 0.257777 0.208749 0.183512 0.26256 0.200099 0.316479 0.183475 0.108184 0.0996024 0.0871527 0.083344 0.0761888 0.0668599 0.0707335 0.105373 0.0564942 0.0516104 0.050762 0.0472949 0.0396153
threshold=0.10509 -0.42198999999999992 0.12381000000000002 0.088325000000000015 0.077140000000000014 0.092845000000000025 0.088395000000000015 0.16730000000000003 0.10019000000000002 -0.0042049999999999995 -0.0066799999999999993 0.083885000000000015 -0.0090849999999999976 -0.082619999999999985 -1.0000000180025095e-35 -0.023474999999999996 0.090455000000000021 0.086665000000000006 0.19778000000000004 0.092250000000000013 0.092725000000000016 0.079335000000000003 -0.049344999999999993 0.024055000000000003 0.11359000000000001 -0.076164999999999997 -0.39297499999999991 0.095330000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 15 5 8 14 9 10 26 -1 12 13 -12 -7 -3 19 -18 -5 -13 21 22 -10 -22 -17 -8 -4 -27
right_child=1 2 7 18 -6 6 25 -9 20 -11 11 16 -14 -15 -16 24 17 -19 -20 -21 23 -23 -24 -25 -26 27 -28 -29
leaf_value=0.00097721659653598959 0.00088337558959839099 0.00025085131720183529 9.3831317050975836e-05 0.00077443605898379255 0.0010438240627781133 0.00034073132841093087 0.00086047281740065989 -5.5509267643668086e-05 0.00077317337878003549 0.0003844203756911485 0.00075849985169732046 0.00082004172577253146 0.00083662428566143776 0.00046698427115808756 0.00058974599454481513 0.00046664431903808095 0.00068116119272965223 0.00079299458005130711 0.00058275012828029951 0.00095369780282671113 0.00071309254888040415 0.00083784571271184227 0.00059957128141920361 0.00056428989545198214 0.00032292619347710491 0.00067934188215249187 0.00022148522085809727 0.00080913788389503944
leaf_weight=60 63 100 53 52 86 65 62 57 87 81 88 800 69 77 66 62 107 320 52 53 53 53 73 68 53 64 83 52
leaf_count=60 63 100 53 52 86 65 62 57 87 81 88 800 69 77 66 62 107 320 52 53 53 53 73 68 53 64 83 52
internal_value=0 0.000379475 0.000325881 0.000444661 0.000770417 0.000759795 0.000647618 0.000187466 0.000777944 0.000251451 0.000795765 0.000788551 0.000685912 0.000622673 0.000466458 0.000331175 0.000807287 0.000765053 0.000678932 0.000828388 0.000693854 0.000730099 0.000694188 0.000629759 0.000400715 0.000780746 0.000171997 0.00073783
internal_weight=0 656 593 319 2303 2217 309 274 1908 217 1574 1514 234 165 131 215 1280 427 104 853 334 213 160 121 115 178 136 116
internal_count=2959 656 593 319 2303 2217 309 274 1908 217 1574 1514 234 165 131 215 1280 427 104 853 334 213 160 121 115 178 136 116
is_linear=0
shrinkage=0.0032998


Tree=9248
num_leaves=22
num_cat=0
split_feature=3 3 43 16 457 12 16 0 12 43 124 160 3 43 160 0 0 3 0 3 13
split_gain=3.04915 1.33299 0.792219 0.326873 0.3045 0.225154 0.212065 0.207787 0.176691 0.16773 0.156207 0.114374 0.125023 0.286219 0.123674 0.100872 0.127624 0.102104 0.125162 0.0834238 0.0541053
threshold=-0.049204999999999992 0.28833000000000003 -0.033049999999999989 -0.33811499999999994 0.092565000000000022 0.082795000000000021 -0.013359999999999999 -0.10594499999999998 0.11619500000000001 -0.085594999999999991 -0.084644999999999984 0.051580000000000008 0.11878500000000002 0.0044550000000000006 -0.00015999999999999996 0.10923000000000001 -0.062109999999999992 -0.15105999999999997 -0.09633499999999999 -0.084144999999999984 -0.47365999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 7 11 -5 10 -1 15 -8 -2 12 13 14 -4 16 17 -7 -19 -18 -3
right_child=1 20 4 5 -6 8 9 -9 -10 -11 -12 -13 -14 -15 -16 -17 19 18 -20 -21 -22
leaf_value=0.00064023447858568274 0.00040840236477997406 0.00018822686033886024 0.0007945738317453613 0.00052785428895784888 0.00034769983195455975 0.00085049586441279866 0.00058960533244870386 0.00041477357129532198 0.00054336972542888486 0.0003427773156281188 0.00018487809238378958 0.00074814948076174577 0.00046906994955915311 0.00041805008386576242 0.00061096185503867694 0.00082385919290660185 0.00048728512307953962 0.00058598771303502311 0.00070660325555592959 0.00067054085039163977 4.9366301193755796e-05
leaf_weight=101 55 63 79 95 52 52 56 82 83 67 92 64 71 53 87 73 52 104 1455 62 61
leaf_count=101 55 63 79 95 52 52 56 82 83 67 92 64 71 53 87 73 52 104 1455 62 61
internal_value=0 0.000435075 0.00049278 0.000673723 0.000585034 0.000686145 0.000353928 0.000539401 0.000694121 0.000455441 0.000268749 0.000619797 0.000591349 0.000630832 0.000698556 0.00070106 0.000695843 0.000703505 0.00069858 0.00058726 0.000120201
internal_weight=0 800 676 2159 406 1976 270 183 1881 123 147 354 290 219 166 1798 1725 1611 1559 114 124
internal_count=2959 800 676 2159 406 1976 270 183 1881 123 147 354 290 219 166 1798 1725 1611 1559 114 124
is_linear=0
shrinkage=0.0032998


Tree=9249
num_leaves=19
num_cat=0
split_feature=4 1456 16 4 16 402 43 4 50 160 1213 3 48 51 16 1 150 1212
split_gain=0.166816 0.109908 0.105261 0.117157 0.0710732 0.0678692 0.0653882 0.0647018 0.096939 0.0752368 0.0871928 0.077372 0.0689236 0.0824949 0.0675433 0.080683 0.0628225 0.0534571
threshold=0.31392000000000003 -0.15824499999999997 -0.14463999999999996 0.42642000000000008 0.62619000000000014 0.11288500000000001 -0.069134999999999988 -0.011209999999999999 -1.0000000180025095e-35 -0.079974999999999991 -0.10597999999999998 -0.046079999999999989 -0.021829999999999999 0.089570000000000025 0.0060400000000000011 0.08776500000000001 0.097540000000000016 -0.0095599999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 16 5 7 -5 9 -9 14 -11 -12 -10 -14 15 -3 -2 -7
right_child=2 4 -4 6 -6 17 -8 8 12 10 11 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0091919746068434473 -0.0075057938307405078 0.0032741002528712568 -0.0062914909459294947 -0.000457953401916619 0.0082598307866618616 0.0032739736121004622 0.0071579880426658566 -0.0024766599461536606 -0.0017120935756249852 -0.0032462345899578241 0.0034441956642679811 -0.00055829260786993055 0.005399003898344871 0.00099638437062415561 -0.004598130251974566 -0.0043765656347577384 0.00059037986697713844 0.010691597987381346
leaf_weight=83 52 140 78 52 70 58 81 66 52 70 947 159 655 149 83 54 56 54
leaf_count=83 52 140 78 52 70 58 81 66 52 70 947 159 655 149 83 54 56 54
internal_value=0 0.00315474 -0.000915338 0.000817207 0.00295807 0.00280812 0.00416682 0.00261599 0.00372074 0.00191373 0.00250175 0.00286717 0.00420068 0.00458533 -0.000576193 0.00113527 -0.00329114 0.00686637
internal_weight=0 2640 319 241 2557 2487 133 2375 922 1453 1176 1106 856 804 277 194 108 112
internal_count=2959 2640 319 241 2557 2487 133 2375 922 1453 1176 1106 856 804 277 194 108 112
is_linear=0
shrinkage=0.16829


Tree=9250
num_leaves=21
num_cat=0
split_feature=3 39 16 43 0 3 0 16 16 13 43 3 13 157 16 0 13 157 16 3
split_gain=4.69546 2.89217 0.998898 0.534586 0.416036 0.5166 0.586686 0.980719 0.39674 0.294378 0.223228 0.188623 0.181055 0.151215 0.22925 0.141003 0.135634 0.0969957 0.0931011 0.0447418
threshold=0.28833000000000003 0.082115000000000007 -0.50720999999999983 -0.049364999999999992 -0.062109999999999992 -0.14954999999999999 -0.105195 -0.010034999999999999 0.066010000000000013 -1.0000000180025095e-35 0.41548500000000005 -0.0042999999999999991 -0.034484999999999995 -0.0048549999999999991 0.31625000000000009 -0.14164999999999997 -0.0094049999999999984 0.0029950000000000007 0.0077850000000000011 0.41110500000000005
decision_type=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 11 5 -4 7 15 12 -1 18 16 -6 -10 -15 -7 -3 -16 -8 -2
right_child=19 3 4 -5 8 6 10 -9 13 -11 -12 -13 -14 14 17 -17 -18 -19 -20 -21
leaf_value=0.0007075699925097787 5.7795768967895583e-05 0.00055723066515425972 0.0011263939877946916 0.00074980544039420633 0.00071954037384576821 0.00088906610385833295 0.00088567139385192979 0.00029876014002995841 0.00091985580692601778 0.00039713483009290869 0.00065177106099409703 0.00025821235839875074 0.0004583574743318641 0.00057761157268340342 0.00073603228541823718 0.0006971275986136997 0.00038077353832896858 0.00094022990154350771 0.00081675967132281127 0.00018489484183012789
leaf_weight=64 59 98 75 68 54 102 1352 54 90 71 52 61 65 57 53 75 96 54 272 64
leaf_count=64 59 98 75 68 54 102 1352 54 90 71 52 61 65 57 53 75 96 54 272 64
internal_value=0 0.000783227 0.000821356 0.000489184 0.000837208 0.000856343 0.000845704 0.00068906 0.000735436 0.000544565 0.000867273 0.000419546 0.000577174 0.000809444 0.000748637 0.000807935 0.000470093 0.000839415 0.000874151 0.000124215
internal_weight=0 2813 2490 323 2355 1982 1907 231 373 135 1676 255 119 254 164 177 194 107 1624 123
internal_count=2936 2813 2490 323 2355 1982 1907 231 373 135 1676 255 119 254 164 177 194 107 1624 123
is_linear=0
shrinkage=0.0032998


Tree=9251
num_leaves=16
num_cat=0
split_feature=4 3 39 457 43 3 12 16 14 3 16 4 14 16 16
split_gain=2.91819 0.99107 0.772124 0.452391 0.311395 0.281981 0.261481 0.200157 0.177813 0.281004 0.275585 0.121153 0.114994 0.106677 0.0290047
threshold=0.31392000000000003 0.28833000000000003 0.08252000000000001 0.10184000000000001 -0.070104999999999987 0.13470000000000001 0.11878500000000002 -0.53592999999999991 0.073890000000000011 -0.11749 0.3935300000000001 -0.029404999999999997 -0.40567999999999999 -0.0096749999999999978 -0.48652999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 13 7 8 -2 9 10 -1 -11 -9 -4 -14
right_child=5 -3 4 -5 -6 -7 -8 12 -10 11 -12 -13 14 -15 -16
leaf_value=0.00044192292556043523 0.0005191426241597071 0.00023747760379866652 0.00047923396902610168 0.00039272260415388298 0.00066637941732627525 0.00014036164320016095 0.00051791355149857787 0.00043103145790224066 0.0008479266209532975 0.00072763985038385977 0.00072642609486105495 0.0006746521506622898 0.00029909866020940139 0.00029872527125119496 0.00018594080646424399
leaf_weight=93 72 60 74 57 65 75 92 55 86 1078 63 890 52 72 52
leaf_count=93 72 60 74 57 65 75 92 55 86 1078 63 890 52 72 52
internal_value=0 0.000657621 0.000667416 0.000684555 0.000475624 0.000316912 0.000691766 0.000374081 0.000698988 0.00069294 0.000557044 0.000703695 0.000308171 0.000390457 0.000242858
internal_weight=0 2630 2570 2359 211 306 2302 231 2210 2124 156 1968 159 146 104
internal_count=2936 2630 2570 2359 211 306 2302 231 2210 2124 156 1968 159 146 104
is_linear=0
shrinkage=0.0032998


Tree=9252
num_leaves=23
num_cat=0
split_feature=1 1 52 2 3 0 41 43 3 2 0 15 3 42 42 1 2 3 3 130 42 0
split_gain=6.69464 2.02608 1.19675 0.832885 0.703189 0.444183 0.485787 0.35985 0.250841 0.236693 0.245122 0.175263 0.179564 0.11803 0.100772 0.103971 0.210284 0.168477 0.153767 0.0985778 0.070675 0.0369651
threshold=0.10075500000000003 0.13257000000000002 -0.41694999999999993 1.0000000180025095e-35 -0.046079999999999989 0.040570000000000002 0.075585000000000013 -0.012824999999999998 0.093925000000000022 0.15205000000000002 -0.075914999999999996 -0.12431499999999999 0.0025650000000000004 0.088575000000000015 0.11966500000000001 0.080320000000000016 0.089795000000000014 -0.078254999999999977 -0.036264999999999992 0.11819 0.084145000000000011 -0.14606999999999998
decision_type=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 13 6 8 -7 14 10 -3 21 -13 -4 15 18 17 -17 19 -1 -8 -5
right_child=1 9 3 11 -6 7 20 -9 -10 -11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=0.00087449146448126478 0.00094052933555757376 0.00010939799290761482 0.00096680756809198955 0.00043598729922390172 0.00043084892847833274 0.00044659090192901701 0.00098668365035945458 0.00080128744239903779 0.00065094976692148395 5.3360637862569354e-05 0.00039811754744678964 0.00019215266270595851 0.00042611755382786985 0.00074837147976778318 0.0007330858933177573 0.00078621339784287151 0.00061893516740495712 0.00092346796228151443 0.0010531189289748524 0.00072372669625654867 0.0011636678523354491 0.00056455003264234199
leaf_weight=1245 90 52 54 52 70 52 53 80 69 71 85 64 83 59 74 246 53 170 53 52 55 54
leaf_count=1245 90 52 54 52 70 52 53 80 69 71 85 64 83 59 74 246 53 170 53 52 55 54
internal_value=0 0.000484551 0.000593608 0.000521915 0.000691756 0.000848577 0.000860468 0.000661825 0.000848523 0.000208595 0.000288788 0.000398926 0.000324495 0.000853069 0.000855706 0.000860676 0.000817211 0.000842388 0.000875749 0.000868474 0.00107714 0.000501814
internal_weight=0 734 526 436 183 2202 2070 132 1962 208 137 253 147 113 1893 1819 469 416 1350 1297 108 106
internal_count=2936 734 526 436 183 2202 2070 132 1962 208 137 253 147 113 1893 1819 469 416 1350 1297 108 106
is_linear=0
shrinkage=0.0032998


Tree=9253
num_leaves=19
num_cat=0
split_feature=2 13 41 2 34 13 2 157 0 12 0 50 0 51 11 49 13 13
split_gain=0.178539 0.108905 0.0985233 0.109909 0.102074 0.096056 0.0829022 0.0784052 0.109729 0.101669 0.0720697 0.0610372 0.0603669 0.0566556 0.0495944 0.0513348 0.0379622 0.0371805
threshold=0.11523000000000001 0.091815000000000022 0.078150000000000011 0.085505000000000012 -0.08563999999999998 -0.094609999999999986 -0.0098549999999999974 -0.073359999999999995 -0.091069999999999984 0.090600000000000014 -0.024974999999999997 -0.10146999999999999 -0.074679999999999983 -0.08569499999999998 0.078730000000000008 -0.0048749999999999991 -0.065539999999999987 -0.41895499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 -4 -1 17 10 8 -8 13 -6 -9 -7 -10 15 -13 -14 -2
right_child=1 -3 3 -5 6 12 7 11 9 -11 -12 14 16 -15 -16 -17 -18 -19
leaf_value=0.011486777107982762 0.0012741060335140879 -0.0050551561372762189 0.014872796835450381 0.0044011779262917959 -0.0045148733668943387 0.00047052253120198671 -0.0044917102560499194 0.0094428151945635547 0.010051860653751072 -0.0025659394798349701 0.0036928412154632294 0.0027651278885913199 0.0090626958111547796 0.0035899531204601595 -4.7722208759284261e-05 0.0052122392723849545 0.0036083716779384783 -0.0048772585318350445
leaf_weight=56 52 73 55 60 56 87 60 79 53 60 66 295 67 146 61 1469 82 59
leaf_count=56 52 73 55 60 56 87 60 79 53 60 66 295 67 146 61 1469 82 59
internal_value=0 0.000845924 0.00459952 0.00942497 0.00436765 0.00209254 0.00419688 0.0044313 0.00198002 0.0034862 -5.99083e-05 0.00484105 0.00401532 0.00531999 0.00464087 0.00480402 0.00607305 -0.00197935
internal_weight=0 420 2516 115 2401 347 2345 2223 319 259 122 1904 236 199 1825 1764 149 111
internal_count=2936 420 2516 115 2401 347 2345 2223 319 259 122 1904 236 199 1825 1764 149 111
is_linear=0
shrinkage=0.16829


Tree=9254
num_leaves=28
num_cat=0
split_feature=2 12 2 2 2 150 14 13 12 2 12 150 12 151 160 49 157 1447 1447 13 34 2 43 43 42 12 42
split_gain=11.9601 3.63974 2.15019 1.8238 1.90613 0.854494 0.633166 0.624306 0.529876 0.342897 0.34048 0.243685 0.18241 0.192053 0.147695 0.135087 0.123904 0.118417 0.168678 0.105982 0.101953 0.0819466 0.0792639 0.0608175 0.0550871 0.0453094 0.0310505
threshold=0.11891500000000001 0.078120000000000009 0.14870000000000003 -1.0000000180025095e-35 0.10100500000000003 1.0000000180025095e-35 0.05884000000000001 -0.09057999999999998 -0.077389999999999987 0.10859000000000001 0.093125000000000013 0.084270000000000012 0.096990000000000007 -0.084639999999999979 -0.080799999999999983 -0.0096099999999999988 0.093745000000000009 -0.086254999999999984 -0.082344999999999988 -0.070004999999999998 -0.083659999999999998 0.087035000000000015 -1.0000000180025095e-35 0.057215000000000009 -0.004089999999999999 -1.0000000180025095e-35 -0.061474999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 8 11 9 12 -2 20 -6 -9 14 13 15 -5 -3 17 -15 -19 -14 -1 24 -4 26 -21 -16 -23
right_child=2 6 22 4 5 -7 -8 10 -10 -11 -12 -13 19 16 25 -17 -18 18 -20 21 -22 23 -24 -25 -26 -27 -28
leaf_value=0.00048191130822013048 0.00028183275472302906 0.00089417049593649653 0.00011674814026582744 0.0010437442895923305 0.0010205857592020535 0.00034783195939678841 0.0014131914013714238 0.00056048180298610094 0.00078070241118223711 0.00067008755135775533 0.0008680376913769945 0.00093202568111348534 0.00092420391162456996 0.0012660932665545248 0.0011849147291339119 0.0010951618381098626 0.0012733218984991763 0.000941359111557335 0.0011259578344016753 0.0010649471586751213 0.00027380845410708928 0.0010792948230367674 -5.6884981271365304e-05 0.0010092631819888609 0.00091358662540498928 0.0013232164266128528 0.0011811700315279795
leaf_weight=52 58 68 53 53 58 58 75 102 54 66 65 52 75 65 58 87 68 59 1188 60 53 70 62 61 57 64 95
leaf_count=52 58 68 53 53 58 58 75 102 54 66 65 52 75 65 58 87 68 59 1188 60 53 70 62 61 57 64 95
internal_value=0 0.00104855 0.000390203 0.00081485 0.000931541 0.000679475 0.00111399 0.000577815 0.000514463 0.000834314 0.0006804 0.00113348 0.00110248 0.00111943 0.00119314 0.00100721 0.001132 0.00112465 0.00111725 0.00104017 0.000377204 0.00106542 2.28309e-05 0.00110353 0.000991509 0.00125776 0.00113816
internal_weight=0 2596 340 568 409 182 2028 225 159 124 167 227 1953 1535 175 155 1380 1312 1247 418 105 343 115 226 117 122 165
internal_count=2936 2596 340 568 409 182 2028 225 159 124 167 227 1953 1535 175 155 1380 1312 1247 418 105 343 115 226 117 122 165
is_linear=0
shrinkage=0.0032998


Tree=9255
num_leaves=17
num_cat=0
split_feature=1 1 10 3 151 43 1 49 12 12 13 3 43 13 41 43
split_gain=0.201811 0.0782568 0.0994258 0.0775062 0.0721471 0.0652123 0.0632199 0.079154 0.113879 0.0525611 0.0469675 0.0449915 0.0440743 0.158695 0.0937042 0.0332798
threshold=0.11539500000000001 0.11215000000000001 -0.013164999999999998 -0.010434999999999998 -0.17220499999999997 -1.0000000180025095e-35 0.10398500000000001 -0.038669999999999989 0.088965000000000002 0.11619500000000001 0.00029500000000000007 0.28833000000000003 -0.15961499999999998 0.17888000000000001 0.075585000000000013 -0.076179999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 -4 -5 9 -8 -9 12 15 -7 13 -6 -14 -2
right_child=3 -3 4 5 6 11 7 8 -10 -11 -12 -13 14 -15 -16 -17
leaf_value=-0.0025487426796096421 0.002684860648192974 0.010884872109792868 0.010292728885142871 -0.0062928371550530649 -0.0049363897507445466 0.0042900654930233461 0.0069660040069540914 -0.0065472209543725362 0.0039795506472613817 0.00096593484972754397 4.2617201507423292e-05 -0.001862299663431929 0.0050874711070006363 0.0065930894770701949 0.010953697492223323 0.0085386197720740409
leaf_weight=52 61 60 68 58 54 53 53 54 63 91 80 92 1892 90 81 52
leaf_count=52 61 60 68 58 54 53 53 54 63 91 80 92 1892 90 81 52
internal_value=0 0.00485593 0.0047104 0.000767798 0.00486546 -0.00152189 0.00470951 0.00156682 -0.000863604 0.00495066 0.00318543 0.000374106 0.00512109 0.00225706 0.00532922 0.00539453
internal_weight=0 2558 2498 396 2446 203 2378 170 117 2208 193 145 2117 144 1973 113
internal_count=2954 2558 2498 396 2446 203 2378 170 117 2208 193 145 2117 144 1973 113
is_linear=0
shrinkage=0.16829


Tree=9256
num_leaves=18
num_cat=0
split_feature=1 47 0 160 49 1 457 3 1212 1212 133 50 3 0 403 1 1
split_gain=0.139501 0.113383 0.0798374 0.0852114 0.0835696 0.093636 0.130977 0.12477 0.0786086 0.133735 0.0690877 0.0567129 0.059775 0.0674625 0.0538639 0.0473809 0.0404914
threshold=0.11539500000000001 0.11787500000000002 -0.23395499999999997 -0.5407249999999999 -0.087529999999999983 0.08844500000000001 0.083995000000000014 -1.0000000180025095e-35 0.083355000000000026 0.092815000000000022 0.047685000000000005 0.086135000000000017 0.110335 -0.080414999999999986 -0.011234999999999998 0.12545500000000001 0.14195000000000002
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 -7 14 -10 -5 12 13 -2 -6 -15 -14
right_child=11 -3 3 4 5 6 -8 -9 9 -11 -12 -13 16 15 -16 -17 -18
leaf_value=0.010236563756997375 -0.0035327496419633024 0.01183408224930991 -0.0018354867525785588 0.011298482063704544 0.0067681189126594246 0.0016552960531228693 -0.005418473859631674 0.0086289189516672755 -0.0031660521959411187 0.0049872671900799736 0.0033453520985235329 0.0052276072367377783 -0.00028511241290198205 -0.00023679176933491186 0.0042512940341488288 0.005533331086557354 -0.0068098898007141594
leaf_weight=55 59 52 75 77 315 477 62 86 100 132 53 64 56 69 1074 95 53
leaf_count=55 59 52 75 77 315 477 62 86 100 132 53 64 56 69 1074 95 53
internal_value=0 0.0040392 0.00387674 0.00373329 0.00390983 0.00366824 0.00191315 0.00272373 0.00434384 0.00146516 0.00806987 0.000639349 -0.000239723 0.00133319 0.00482336 0.0030947 -0.00347419
internal_weight=0 2558 2506 2451 2376 2246 625 563 1621 232 130 396 332 223 1389 164 109
internal_count=2954 2558 2506 2451 2376 2246 625 563 1621 232 130 396 332 223 1389 164 109
is_linear=0
shrinkage=0.16829


Tree=9257
num_leaves=19
num_cat=0
split_feature=1 34 2 48 49 1 1 12 52 43 4 39 15 481 2 2 3 4
split_gain=0.0974358 0.0889242 0.0578016 0.0930393 0.0599183 0.0883492 0.0709738 0.10336 0.0912556 0.0843887 0.0798654 0.0625563 0.0565061 0.0485751 0.0387453 0.0815228 0.0351203 0.0305704
threshold=0.12000500000000001 -1.0000000180025095e-35 0.12414000000000001 0.10971000000000002 -0.096394999999999995 0.084815000000000015 0.095920000000000019 -0.079404999999999989 0.20131000000000002 -0.15615999999999999 -0.17568999999999999 0.084720000000000004 0.079600000000000018 -0.086319999999999994 0.15086000000000002 0.13554000000000002 -0.055389999999999988 0.10516000000000002
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 10 12 -8 -12 -9 -11 15 17 -4 -3
right_child=1 14 16 -5 6 -7 8 9 -10 13 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0022281343981841841 -0.0061748569653900911 0.0055940814680518923 -0.0035045414551485876 0.0091065325183340203 0.010045560553073606 0.011997160797488911 0.0048390166204814429 -0.0049991880028657475 0.0067319062368364647 -0.0001770006153227974 -0.002950390535787569 0.0031365390541230175 0.00213361468534489 0.003818740453624723 0.004345723322319868 -0.0047287754104918577 0.002407185813222714 0
leaf_weight=52 52 55 54 81 67 54 73 54 67 90 196 63 75 1653 87 65 60 56
leaf_count=52 52 55 54 81 67 54 73 54 67 90 196 63 75 1653 87 65 60 56
internal_value=0 0.000177617 0.00331515 0.00348257 0.00329545 0.00722176 0.00311667 0.00353768 0.00106619 0.0033038 -7.17867e-05 -0.00146285 -0.000838283 0.00361139 0.00144045 0 -0.000377347 0.00277596
internal_weight=0 315 2639 2525 2444 106 2338 1939 399 1872 332 259 129 1743 263 176 114 111
internal_count=2954 315 2639 2525 2444 106 2338 1939 399 1872 332 259 129 1743 263 176 114 111
is_linear=0
shrinkage=0.16829


Tree=9258
num_leaves=22
num_cat=0
split_feature=1 1 11 131 1 0 4 124 14 0 4 4 0 4 51 131 1 4 0 42 4
split_gain=7.8084 1.55252 0.724838 0.47528 0.361435 0.342302 0.39283 0.288349 0.241571 0.221267 0.337904 0.31766 0.259064 0.359326 0.199461 0.179734 0.107394 0.0727458 0.0658637 0.110722 0.0281936
threshold=0.11849500000000002 0.099765000000000006 0.084110000000000004 0.086990000000000012 0.13891000000000003 -0.10298499999999998 0.043640000000000005 -0.076779999999999987 0.064610000000000015 -0.13409999999999997 0.053925000000000008 0.0019650000000000002 -0.072624999999999981 -0.47860499999999995 0.11444000000000001 0.079610000000000014 0.10921500000000002 0.40996000000000005 -0.10998999999999999 0.084855000000000014 0.42642000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 5 4 17 6 -3 -1 9 11 12 -9 14 -14 -11 16 -7 -2 -12 -20 -6
right_child=3 2 -4 -5 20 15 -8 8 -10 10 18 -13 13 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.00069580897883465386 0.00043378551263755476 0.00028025859953331478 0.00093824547979204874 0.00054171195439684666 0.00016211414040758211 0.00070416675560362404 0.00064056016564291863 0.00057476041760338666 0.0010808623933235822 0.00094701353221003334 0.0008816570122205026 0.0009242739763079727 0.0010176769739678952 0.00077872801653245944 0.00074109594040500223 0.00082636101217047422 0.00049556642188539513 0.00028613953620593532 0.00063832842148624366 0.00081853247086756235 5.2646090311021828e-05
leaf_weight=79 75 64 86 85 52 60 69 57 80 1308 52 58 93 276 55 67 52 75 68 90 53
leaf_count=79 75 64 86 85 52 60 69 57 80 1308 52 58 93 276 55 67 52 75 68 90 53
internal_value=0 0.000859422 0.000669312 0.00032765 0.000256158 0.00059507 0.000467447 0.00089355 0.000900844 0.000893825 0.000902244 0.000751343 0.000917513 0.000839046 0.00093873 0.000689699 0.000607631 0.000360197 0.000776147 0.000741199 0.000107194
internal_weight=0 2614 398 340 255 312 133 2216 2137 2057 1942 115 1732 369 1363 179 112 150 210 158 105
internal_count=2954 2614 398 340 255 312 133 2216 2137 2057 1942 115 1732 369 1363 179 112 150 210 158 105
is_linear=0
shrinkage=0.0032998


Tree=9259
num_leaves=14
num_cat=0
split_feature=41 10 10 10 11 0 16 3 3 133 151 15 155
split_gain=0.0970513 0.124041 0.130143 0.0948923 0.0947345 0.0858525 0.0659918 0.0728275 0.0532307 0.0581197 0.0436213 0.055437 0.041631
threshold=0.081095000000000014 -0.014199999999999999 -0.23506499999999997 0.057650000000000007 0.088160000000000002 -0.105195 0.044620000000000007 -0.13117499999999996 0.10166000000000001 0.11124000000000002 -0.22288499999999997 -0.40166999999999992 0.081185000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -2 10 -8 9 -9 -3 -12 -13
right_child=5 3 -4 -5 -6 -7 7 8 -10 -11 11 12 -14
leaf_value=0.0031252617546459927 0.012937976889328445 0.0082231581784890911 -0.0086524646716792421 -0.0032770531172893174 0.0097284899359921257 0.0039132139315945667 -0.0039088649643271127 0.0035655023652077589 -0.0020216768679318015 -0.0022988934196495727 -0.0011624089483738434 0.0034700637025188693 0.0081950488597806338
leaf_weight=53 52 56 53 64 63 72 62 399 73 54 71 1827 55
leaf_count=53 52 56 53 64 63 72 62 399 73 54 71 1827 55
internal_value=0 0.0028924 -0.00274665 0.00311249 0.0032669 0.00771228 0.00310946 0.00153601 0.00218122 0.00286247 0.00356909 0.00343472 0.0036091
internal_weight=0 2830 106 2724 2660 124 2597 588 526 453 2009 1953 1882
internal_count=2954 2830 106 2724 2660 124 2597 588 526 453 2009 1953 1882
is_linear=0
shrinkage=0.16829


Tree=9260
num_leaves=22
num_cat=0
split_feature=33 393 4 481 160 48 160 4 48 2 4 151 133 402 4 16 16 16 12 51 16
split_gain=0.183636 0.120994 0.10747 0.105474 0.113931 0.0974185 0.0742899 0.171196 0.135514 0.0784821 0.0623653 0.0495343 0.0578455 0.108828 0.171883 0.0642181 0.0626383 0.0519016 0.0465646 0.0251307 0.0215676
threshold=0.085370000000000015 0.092175000000000021 0.024470000000000002 -0.084829999999999975 -0.014565 -0.035574999999999989 -0.066074999999999981 0.074650000000000008 0.12036500000000001 0.10251500000000001 0.51292000000000015 0.085445000000000007 -0.07192999999999998 0.08406000000000001 -0.077999999999999986 -0.088099999999999984 -0.071129999999999985 -0.066844999999999988 0.086850000000000024 -0.22508999999999998 -0.094854999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 7 -7 9 18 -9 12 15 16 -15 20 -14 -17 -8 -11 -5
right_child=-2 -3 5 11 -6 6 8 10 -10 19 -12 -13 13 14 -16 17 -18 -19 -20 -21 -22
leaf_value=0.013879042820318516 0.012096717455849072 -0.0034770663215769188 -0.0055256888883965741 0.0037727404499370339 0.0030356054605895281 -0.00969341714020352 0.0079804293356517328 0.0058200459337041256 -0.0056240655929377737 0.0041134324455274129 -0.0021896016978765805 0.007510210708988484 0.0041853799694595477 -0.0094663238577504683 0.00394915316873888 0.0089113897225173485 0.001849909178061316 0.0037935441312247063 0.0032020761844200551 -5.2578906363279145e-05 -0.00033052400541179743
leaf_weight=53 56 97 63 76 58 52 112 58 53 55 52 64 502 55 53 115 938 113 123 158 68
leaf_count=53 56 97 63 76 58 52 112 58 53 55 52 64 502 55 53 115 938 113 123 158 68
internal_value=0 0.00235913 0.00256044 0.0031722 0.00822929 0.000792636 0.00139573 -0.00173058 0.00241022 0.00336471 0.00201733 0.00288836 0.00273336 0.00227825 -0.00286617 0.00462239 0.00266533 0.00638279 0.00548706 0.00101472 0.00182261
internal_weight=0 2918 2821 2095 111 726 663 162 501 448 110 1984 1920 1548 108 372 1440 228 235 213 144
internal_count=2974 2918 2821 2095 111 726 663 162 501 448 110 1984 1920 1548 108 372 1440 228 235 213 144
is_linear=0
shrinkage=0.16829


Tree=9261
num_leaves=22
num_cat=0
split_feature=4 39 3 14 0 16 0 4 4 4 16 14 16 42 42 4 3 157 49 39 16
split_gain=5.28172 1.97463 1.04548 0.395833 0.469256 0.365435 0.332426 0.31689 0.310987 0.24466 0.22261 0.212807 0.350057 0.209591 0.322051 0.159715 0.0938405 0.0820841 0.0794182 0.0552632 0.0387149
threshold=0.31392000000000003 0.0047850000000000011 0.11391500000000002 0.073890000000000011 -0.10071499999999999 -0.019749999999999993 -0.076734999999999984 -0.033649999999999992 -0.4950449999999999 -0.10701499999999999 -0.54150999999999994 -0.45687499999999998 -0.4193599999999999 -0.0047199999999999994 0.081180000000000016 0.053925000000000008 -0.11372999999999998 -0.086319999999999994 0.0026050000000000001 0.088025000000000006 -0.20132999999999998
decision_type=2 2 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 15 -4 16 -10 -2 -12 19 -3 -15 17 -8 -6 20 -13 -1
right_child=10 13 7 -5 6 -7 8 -9 9 -11 11 12 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00072920978922024664 0.00047006608000274932 0.0006457757077595618 0.00068793991704869451 0.0010188096943645325 0.000758386890421871 0.00040780499083201762 0.0010130774022542117 0.00035293753561158612 0.00054848267209457941 0.00074464397227276189 0.00043451857957438756 0.00034932623335665129 -1.4764938940254748e-05 0.00027752960660366638 0.00056120958309928708 0.00068819196587176364 0.00080965965623648226 0.00085637012090289985 0.00080818975420665726 0.0002094553123473417 0.00060771543439965491
leaf_weight=63 69 53 53 87 109 52 53 75 83 470 57 82 56 96 81 75 52 1118 74 52 64
leaf_count=63 69 53 53 87 109 52 53 75 83 470 57 82 56 96 81 75 52 1118 74 52 64
internal_value=0 0.000755194 0.000782897 0.000799075 0.000790421 0.000655935 0.000807762 0.000491925 0.00074682 0.000715266 0.000303741 0.000257135 0.000203735 0.000462597 0.000407548 0.000838534 0.000912673 0.000847695 0.000719953 0.000295311 0.000668262
internal_weight=0 2658 2428 2300 2213 253 1960 128 658 553 316 247 190 230 177 1302 105 1227 201 134 127
internal_count=2974 2658 2428 2300 2213 253 1960 128 658 553 316 247 190 230 177 1302 105 1227 201 134 127
is_linear=0
shrinkage=0.0032998


Tree=9262
num_leaves=29
num_cat=0
split_feature=4 3 3 43 3 3 48 481 15 159 4 1446 15 4 159 4 15 3 15 52 43 133 4 42 150 13 42 3
split_gain=6.38175 2.47849 1.00937 0.890619 0.365076 0.344819 0.326092 0.300891 0.242517 0.2222 0.203368 0.184183 0.166272 0.226594 0.156677 0.183543 0.135595 0.124448 0.355369 0.152176 0.124172 0.120976 0.0991103 0.0923503 0.108702 0.0805298 0.0528803 0.00838871
threshold=0.31392000000000003 -0.066229999999999997 0.28833000000000003 -0.041049999999999996 0.11391500000000002 -0.082634999999999986 0.084455000000000016 -0.0061249999999999994 -0.45775499999999997 0.084685000000000024 0.049545000000000006 0.084655000000000022 0.025430000000000005 -0.0018749999999999997 0.087735000000000021 0.066300000000000012 -0.26361999999999991 -0.14186499999999996 1.0000000180025095e-35 -0.23682999999999996 -0.087099999999999997 0.041800000000000011 -0.097349999999999978 0.091465000000000005 0.082085000000000019 -0.0094049999999999984 0.094010000000000024 -0.080694999999999975
decision_type=2 2 2 2 2 2 2 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 9 -2 20 11 -7 12 17 -1 13 -5 15 -12 -10 18 19 -9 -3 -13 -19 24 -24 -8 -25 -17
right_child=5 2 -4 4 -6 8 25 10 16 -11 14 21 -14 -15 -16 27 -18 22 -20 -21 -22 -23 23 26 -26 -27 -28 -29
leaf_value=0.0011246362734253826 0.0005085937648579709 0.00078215650953886184 0.00027124057471566076 0.00058571256512219931 0.0005858604298782967 0.00039125826656924483 0.00049566361844420798 0.00098426570522484685 6.5229699731479026e-05 0.0010368083396301315 0.00056322571944362131 0.0010062522575727845 0.00096024829427901221 0.00083321889308983759 0.00093695231802570604 0.00084071124284309942 0.00028007813223548608 0.00073734497150122974 0.0011920277136389756 0.00073394632155092355 0.00056499081979680653 0.00081093235163754796 0.00091129413943514669 0.0007364561766918799 0.00078660428229322698 0.00031481932146399381 0.00085417461569152519 0.00076700741857610238
leaf_weight=87 90 52 66 59 72 97 58 58 65 57 52 94 60 136 53 55 64 55 56 52 69 59 906 56 88 53 251 54
leaf_count=87 90 52 66 59 72 97 58 58 65 57 52 94 60 136 53 55 64 55 56 52 69 59 906 56 88 53 251 54
internal_value=0 0.000831656 0.00065994 0.000701529 0.000799247 0.000335431 0.000539638 0.000890904 0.000266316 0.000848377 0.000875602 0.00100144 0.000806118 0.000758513 0.000779016 0.000726806 0.000172094 0.000889159 0.000976365 0.000866253 0.000658609 0.000931163 0.000878457 0.000884396 0.000900291 0.000409632 0.000832816 0.000804521
internal_weight=0 2658 682 616 384 316 232 1976 226 312 1736 240 255 195 214 161 129 1522 166 110 121 153 1356 1301 994 111 307 109
internal_count=2974 2658 682 616 384 316 232 1976 226 312 1736 240 255 195 214 161 129 1522 166 110 121 153 1356 1301 994 111 307 109
is_linear=0
shrinkage=0.0032998


Tree=9263
num_leaves=19
num_cat=0
split_feature=33 0 14 14 15 9 457 0 15 15 160 15 1213 1213 1429 1456 0 1429
split_gain=0.116604 0.106833 0.201836 0.217871 0.210733 0.1286 0.112373 0.105641 0.108149 0.0843136 0.075301 0.0703435 0.0490964 0.0552459 0.0520692 0.0600665 0.0420558 0.029173
threshold=0.085370000000000015 -0.10071499999999999 -0.13131999999999996 0.019255000000000005 -0.016999999999999998 -1.0000000180025095e-35 0.086950000000000013 -0.14076499999999997 -0.094839999999999994 -0.11124499999999998 -0.5407249999999999 -0.45371999999999996 -0.081649999999999986 -0.17088999999999996 0.084895000000000012 -0.087734999999999994 -0.084444999999999978 0.088595000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -3 7 8 -4 -9 -7 -12 13 -13 15 -14 -15 -16
right_child=-2 5 3 -5 -6 10 -8 9 -10 -11 11 12 14 16 17 -17 -18 -19
leaf_value=0.011143331762460029 0.010877603327892699 -0.0035095173717997956 -0.006745658558099445 0.0078564879052696827 -0.0083001667974653554 0.0097532983771616202 0.0076425234406572685 0.0073419606203021202 0.002516031701776951 -0.00067729467878710286 -0.0022870904250404975 0.0031125516552765304 -0.0013129369062227574 0.0049900250509739511 0.0096780249071016164 0.0035078630071842887 0.010952228429555278 0.0046828701240228974
leaf_weight=52 56 69 108 88 96 60 54 61 53 94 54 102 76 62 56 1669 77 87
leaf_count=52 56 69 108 88 96 60 54 61 53 94 54 102 76 62 56 1669 77 87
internal_value=0 0.00311125 0.00111801 0.000173761 -0.0012732 0.00363293 0.000545159 -0.000661997 -0.00368562 0.00246708 0.00385345 0.00369047 0.00384293 0.00611526 0.00355192 0.00329687 0.00830575 0.00665158
internal_weight=0 2918 606 554 466 2312 370 316 161 155 2243 2183 2129 241 1888 1745 139 143
internal_count=2974 2918 606 554 466 2312 370 316 161 155 2243 2183 2129 241 1888 1745 139 143
is_linear=0
shrinkage=0.16829


Tree=9264
num_leaves=20
num_cat=0
split_feature=4 3 39 14 0 16 2 2 0 0 4 52 4 3 4 14 16 52 16
split_gain=2.52432 1.39515 0.687805 0.294809 0.278842 0.481291 0.246765 0.154868 0.139433 0.13094 0.112081 0.0934113 0.0891698 0.0758839 0.0704415 0.0619032 0.106315 0.0587293 0.0821128
threshold=0.31392000000000003 0.28833000000000003 0.0047850000000000011 0.073890000000000011 -0.10071499999999999 -0.010034999999999999 0.14870000000000003 0.11018500000000002 -0.14259999999999998 -0.021574999999999997 -0.50810499999999992 0.048245000000000003 -0.14088999999999999 0.12168500000000002 -0.0029949999999999998 -1.0000000180025095e-35 -0.53870999999999991 -0.45635499999999996 0.0015850000000000003
decision_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 8 13 10 -1 14 -6 -10 -12 15 -4 -2 -17 -9 -19
right_child=6 -3 9 -5 7 -7 -8 17 11 -11 12 -13 -14 -15 -16 16 -18 18 -20
leaf_value=0.00065727108935882781 0.00042874850314113608 0.00010204404656596848 0.0003867375235457809 0.00079250364031720362 0.00076062123561205976 0.00021243497793822625 6.4784138908654986e-05 0.00062164165154534581 0.0005674000836796637 0.00027735825526849792 0.00052112938266524666 0.00038681818881900116 0.0006225496010138959 0.00019411108590906183 0.00052740832743870087 0.00039500833529200209 0.00021663513450262127 0.0005673524871255951 0.00041101209279696812
leaf_weight=102 58 66 77 89 63 52 56 53 78 59 105 55 1622 53 85 69 80 77 75
leaf_count=102 58 66 77 89 63 52 56 53 78 59 105 55 1622 53 85 69 80 77 75
internal_value=0 0.000576458 0.000588525 0.000604967 0.000597638 0.000500788 0.000264274 0.000611553 0.000564444 0.00041196 0.000621499 0.000492988 0.000616404 0.000307105 0.000460764 0.000335866 0.000299474 0.000524534 0.000490443
internal_weight=0 2658 2592 2371 2282 287 316 1995 235 221 1790 133 1727 260 162 207 149 205 152
internal_count=2974 2658 2592 2371 2282 287 316 1995 235 221 1790 133 1727 260 162 207 149 205 152
is_linear=0
shrinkage=0.0032998


Tree=9265
num_leaves=19
num_cat=0
split_feature=2 34 2 2 4 43 4 15 1186 15 15 4 4 15 2 43 51 4
split_gain=0.133404 0.0690686 0.068822 0.160918 0.0916014 0.0982936 0.0819186 0.138567 0.0698524 0.0669074 0.0753151 0.0671918 0.0611334 0.0589529 0.0581636 0.0498903 0.0396645 0.0244133
threshold=0.14744000000000002 -0.08569499999999998 0.099845000000000003 0.10202000000000001 -0.34140499999999996 -0.49922499999999997 0.0019650000000000002 -0.014099999999999998 0.021560000000000003 -0.46483499999999994 -0.040119999999999996 -0.036839999999999991 0.41165000000000002 0.11598000000000001 0.10979000000000001 0.097510000000000027 0.086575000000000027 -0.16523499999999997
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 -6 8 15 13 -5 12 17 14 -7 -11 -8 -2 -12
right_child=16 2 3 9 5 6 7 -9 -10 10 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0024629667968117121 -0.0042466492521280822 0.0088995646436065851 -0.0067058698107500649 0.0082946943021279355 0.010438349317057925 0.0027471363663628414 0.0049820795832836683 0.012566194857565639 0.0082904370536545594 -0.0014407006135708227 0.0043754836707419449 0.0089644805433818989 -0.003588292828182741 -0.0023154212658975906 0.0035042748756237288 -0.00034475195384609181 0.0015370557078004641 0.00026611388466289785
leaf_weight=60 90 95 57 54 57 1374 299 65 62 105 98 67 78 68 186 59 53 72
leaf_count=60 90 95 57 54 57 1374 299 65 62 105 98 67 78 68 186 59 53 72
internal_value=0 0.00316946 0.00329097 0.00186428 0.00378214 0.00353619 0.0033311 0.0054045 0.00274676 0.00260715 0.00209737 0.00443954 0.000588188 0.00250716 0.00171383 0.00409918 -0.00209047 0.00264561
internal_weight=0 2856 2796 717 2079 1984 1927 423 1504 660 606 237 369 1442 291 358 143 170
internal_count=2999 2856 2796 717 2079 1984 1927 423 1504 660 606 237 369 1442 291 358 143 170
is_linear=0
shrinkage=0.16829


Tree=9266
num_leaves=29
num_cat=0
split_feature=1 3 39 2 39 4 1 11 2 1 151 1 1 2 403 52 1453 13 4 4 475 50 15 15 3 52 13 1
split_gain=4.29172 1.14478 0.601487 0.513382 0.303037 0.291298 0.203055 0.261791 0.187734 0.142513 0.142322 0.142239 0.135073 0.118988 0.105832 0.103405 0.0816233 0.0610905 0.0590092 0.0932696 0.0614443 0.0572025 0.0900852 0.0753637 0.0514686 0.0511193 0.0326395 0.0186058
threshold=0.10398500000000001 0.28833000000000003 0.087080000000000005 0.099965000000000012 0.083645000000000011 0.26777000000000001 0.089605000000000018 1.0000000180025095e-35 0.11504500000000002 0.13612500000000002 -0.08095999999999999 0.11507500000000002 0.13074500000000003 0.123795 -0.036619999999999993 -0.040589999999999994 -0.077314999999999981 -0.097454999999999986 -0.082199999999999981 -0.083804999999999977 -0.084344999999999989 0.089430000000000023 -0.025879999999999997 0.09222000000000001 -0.073614999999999986 -0.45635499999999996 -1.0000000180025095e-35 0.12257000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 6 13 11 7 16 -7 -3 -8 26 -4 14 -5 25 -1 -18 19 -19 -20 22 -12 -23 -17 -16 -2 -13
right_child=1 9 12 4 -6 8 10 -9 -10 -11 21 27 -14 -15 15 24 17 18 20 -21 -22 23 -24 -25 -26 -27 -28 -29
leaf_value=0.00057448017096884015 0.00043279454359973707 0.00021644915056918157 0.00036016174353089929 0.00047663960198904141 0.00032042892633835324 0.00053862994572166406 0.00044997403341246877 0.00087935614714538602 0.00029780890585913319 -3.0746872074837552e-06 0.00069046283370636792 0.00070834472863438793 0.00017770150258764712 0.00045127086300860743 0.00063104155568082811 0.00078225111112366385 0.00079013373776967743 0.00069884454416498511 0.00075134959859014631 0.00083292282753744638 0.00066269636039162285 0.00076469082601034947 0.00052767297595304036 0.00060581877132258495 0.00064824791086663832 0.00049268657448256416 0.00055245656921301168 0.00061392475743986198
leaf_weight=69 54 54 90 53 53 58 53 84 93 79 65 58 89 60 72 58 73 337 103 72 793 72 95 66 82 55 55 54
leaf_count=69 54 54 90 53 53 58 53 84 93 79 65 58 89 60 72 58 73 337 103 72 793 72 95 66 82 55 55 54
internal_value=0 0.000360893 0.000427233 0.000658526 0.00055564 0.00050297 0.000682179 0.000698749 0.000390543 8.57904e-05 0.000609802 0.000579627 0.000269638 0.000588353 0.000613945 0.000641069 0.00068824 0.000693911 0.000688501 0.000722534 0.000672927 0.000638109 0.000594027 0.000688964 0.000704015 0.000571401 0.000493498 0.000663135
internal_weight=0 684 551 2315 433 372 1882 1531 151 133 351 221 179 380 320 267 1447 1378 1305 409 896 298 160 138 140 127 109 112
internal_count=2999 684 551 2315 433 372 1882 1531 151 133 351 221 179 380 320 267 1447 1378 1305 409 896 298 160 138 140 127 109 112
is_linear=0
shrinkage=0.0032998


Tree=9267
num_leaves=17
num_cat=0
split_feature=3 2 15 2 123 151 39 15 15 43 3 3 12 2 52 43
split_gain=4.77392 2.2373 0.89788 0.823468 0.523984 0.465831 0.387133 0.207303 0.197987 0.136739 0.113879 0.108151 0.198563 0.103078 0.0727276 0.0564384
threshold=0.28833000000000003 0.10019000000000002 -0.42075999999999997 0.15305000000000002 1.0000000180025095e-35 -0.048789999999999993 0.088025000000000006 0.11934000000000002 -0.38214499999999996 -0.49922499999999997 -0.16574499999999995 0.093925000000000022 0.083785000000000012 0.14253500000000002 0.029970000000000007 -0.015924999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 7 15 8 9 -7 -4 -10 12 -11 -2 -12 -3
right_child=13 3 4 -5 -6 6 -8 -9 10 11 14 -13 -14 -15 -16 -17
leaf_value=0.00036230991463842029 0.00018069381698966708 0.00048986810191911255 0.00097057704100691079 0.00021678671367638568 0.00054413624106470679 0.0004973321280982853 0.00041807141992735721 0.00059743672102926268 0.00082969610953685853 0.00089566111450841378 0.00063688470718868814 0.00068461344268481159 0.00079683722067744008 -5.8914360590803403e-07 0.00073393405753638147 0.00033668440429551348
leaf_weight=54 75 52 59 65 88 59 72 52 68 267 203 80 1526 62 159 58
leaf_count=54 75 52 59 65 88 59 72 52 68 267 203 80 1526 62 159 58
internal_value=0 0.000729244 0.000783572 0.000572262 0.000794534 0.000606644 0.000645253 0.000805623 0.000678631 0.000811208 0.000703425 0.000806169 0.000811573 9.83962e-05 0.000679609 0.000409419
internal_weight=0 2862 2126 736 2072 671 561 1984 489 1932 430 1873 1793 137 362 110
internal_count=2999 2862 2126 736 2072 671 561 1984 489 1932 430 1873 1793 137 362 110
is_linear=0
shrinkage=0.0032998


Tree=9268
num_leaves=14
num_cat=0
split_feature=3 14 1374 2 3 2 151 475 151 484 16 2 2
split_gain=0.20073 0.0926837 0.074995 0.0603562 0.12451 0.115972 0.0725514 0.0938838 0.0579172 0.0766331 0.055765 0.0511286 0.0679405
threshold=0.28833000000000003 0.073890000000000011 0.081625000000000017 0.10019000000000002 0.110335 0.10325000000000002 -0.15340499999999999 -0.093829999999999983 -0.089594999999999994 0.085560000000000011 -0.10227499999999999 0.13881000000000002 0.11165000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -5 -1 -8 -9 -10 -2 12 -7
right_child=10 -3 -4 4 -6 11 7 8 9 -11 -12 -13 -14
leaf_value=-0.0018559636787834892 -0.0064629298188481491 0.0088518690926648515 -0.0014472810682355493 -0.0052754089993175051 0.0080234928668213856 0.00043633564931388173 0.011324679374790344 0.0087233780247238778 0.0042609249516178298 0.00028727942808280769 0.00031412504141845043 -0.0012420991490587332 0.0047105233874173138
leaf_weight=55 65 96 83 65 94 176 53 75 1651 151 72 97 266
leaf_count=55 65 96 83 65 94 176 53 75 1651 151 72 97 266
internal_value=0 0.00369889 0.00351939 0.00367371 0.0023218 0.00143148 0.00414818 0.00432022 0.00412148 0.00392895 -0.00288815 0.00224362 0.00301265
internal_weight=0 2862 2766 2683 698 604 1985 1930 1877 1802 137 539 442
internal_count=2999 2862 2766 2683 698 604 1985 1930 1877 1802 137 539 442
is_linear=0
shrinkage=0.16829


Tree=9269
num_leaves=36
num_cat=0
split_feature=1 1 12 2 2 12 1 12 4 2 2 13 4 2 4 12 4 52 159 4 52 12 52 15 15 2 159 4 13 15 12 1 2 2 12
split_gain=27.2566 4.18506 2.9763 2.21572 0.95755 0.766439 0.691113 0.554507 0.442742 0.433463 0.429192 0.402211 0.278009 0.149527 0.192356 0.155584 0.13843 0.20114 0.116799 0.213235 0.10731 0.111509 0.0871379 0.0788048 0.0734237 0.0676081 0.0451512 0.035815 0.0278134 0.0237618 0.0138846 0.0103719 0.00712449 0.0298083 0.00464273
threshold=0.10509 0.13276500000000002 0.087805000000000008 0.099845000000000003 0.14744000000000002 -0.032329999999999991 0.089455000000000021 0.088965000000000002 0.24099500000000004 0.123795 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.082199999999999981 0.090755000000000016 0.036605000000000006 1.0000000180025095e-35 -0.0083549999999999978 0.029970000000000007 -0.034019999999999988 -0.16236499999999995 -0.075329999999999994 -0.086254999999999984 -0.16207999999999997 -0.075094999999999981 -0.077669999999999989 0.084305000000000005 -0.016039999999999995 -0.084144999999999984 -0.083354999999999985 0.10028500000000001 0.085655000000000023 0.096255000000000021 0.092645000000000019 0.094580000000000011 0.093405000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 6 10 -5 12 24 22 16 -3 20 18 14 15 -14 29 -18 -1 -20 -2 -22 -4 -13 -8 30 -17 -27 -15 34 -21 -9 -30 -34 -7
right_child=1 4 8 5 -6 9 7 31 -10 -11 -12 23 13 28 -16 26 17 -19 19 25 21 -23 -24 -25 -26 27 -28 -29 32 -31 -32 -33 33 -35 -36
leaf_value=0.0049560485973404751 0.0036316831975724013 0.0034939498149387542 0.0046495176090370939 0.0041035724634834536 0.0032602274919231455 0.0045976850271991828 0.0044686908068075071 0.0046863399319066832 0.0041669745097605874 0.0042259402190939358 0.0038937566565379615 0.003919797031382715 0.0045390519661153627 0.0047160190419977908 0.0049332607016232535 0.0048216174859461603 0.0043606817297099183 0.0046183007331658255 0.0046001210515996304 0.0049410637059497534 0.0039392059950282979 0.0037046140081950412 0.0044374768886849157 0.0041235833045434834 0.0042738943899149487 0.0047353712531769477 0.0047149071456387423 0.004868146282204425 0.0045527515895376373 0.0045391776168797887 0.004823302516579097 0.0045936241622547913 0.0047174897648713503 0.0045943908895269819 0.0047146588374756028
leaf_weight=58 58 58 58 65 94 53 61 173 52 58 66 54 61 78 54 85 92 64 70 69 56 52 55 56 56 164 491 55 77 64 74 73 67 120 58
leaf_count=58 58 58 58 65 94 53 61 173 52 58 66 54 61 78 54 85 92 64 70 69 56 52 55 56 56 164 491 55 77 64 74 73 67 120 58
internal_value=0 0.00388973 0.00407511 0.00464986 0.00351454 0.00444149 0.00470001 0.00456778 0.00442719 0.00449787 0.00370703 0.00386451 0.0047315 0.00469912 0.00472973 0.00471242 0.00454541 0.0044666 0.00479968 0.0047786 0.0037587 0.00382658 0.00454662 0.00402386 0.00437576 0.00481302 0.00473072 0.00476888 0.00463718 0.00461546 0.00488037 0.00465897 0.00461375 0.00463868 0.00465912
internal_weight=0 659 441 2340 218 454 1886 363 165 389 124 276 1523 1033 691 637 331 156 490 432 166 108 113 110 117 362 576 219 342 175 143 246 264 187 111
internal_count=2999 659 441 2340 218 454 1886 363 165 389 124 276 1523 1033 691 637 331 156 490 432 166 108 113 110 117 362 576 219 342 175 143 246 264 187 111
is_linear=0
shrinkage=0.0032998


Tree=9270
num_leaves=18
num_cat=0
split_feature=2 15 457 3 33 2 151 147 1 41 3 16 16 1 15 16 52
split_gain=0.193705 0.137324 0.110024 0.162391 0.109452 0.0877028 0.0830631 0.0731773 0.084333 0.0873639 0.0967818 0.0731689 0.0622113 0.0470494 0.0369214 0.0271939 0.0184324
threshold=0.13554000000000002 -0.42075999999999997 0.092890000000000014 0.057935000000000007 0.080895000000000009 0.17553000000000005 -0.085764999999999994 0.074865000000000015 0.10471000000000001 0.084515000000000021 -0.15963499999999997 -0.017744999999999997 0.014185000000000001 0.122075 -0.052239999999999988 -0.0042299999999999994 -0.27957499999999996
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 14 11 8 9 10 -8 -1 13 -10 -3 -13 -14
right_child=1 5 3 -5 -6 -7 7 -9 12 -11 -12 15 16 -15 -16 -17 -18
leaf_value=-0.00028435689638651947 0.0087668000146960169 0.0050821295301685795 0.0077320182013263846 -0.0050109033058560381 0.01422464051302986 -0.0063305422808866375 0.014210691523943787 0.013134413412569337 0.00066265573649486439 0.00094551593138184574 0.0076149460207720621 0.0044053585131114941 0.0054892189287878944 0.0062319288831783858 -0.0011505479987751069 0.0092310194356184493 0.0096651274861126006
leaf_weight=75 59 55 62 52 63 53 66 62 119 54 1791 95 64 68 52 53 62
leaf_count=75 59 55 62 52 63 53 66 62 119 54 1791 95 64 68 52 53 62
internal_value=0 0.00182472 0.0070411 0.0019037 0.00726811 -0.000723938 0.00709272 0.00739607 0.00723529 0.00765616 0.00785033 0.00397501 0.00465995 0.00269745 0.00203637 0.00614561 0.00755829
internal_weight=0 219 2686 114 2572 160 2509 2286 2224 1911 1857 223 313 187 107 148 126
internal_count=2905 219 2686 114 2572 160 2509 2286 2224 1911 1857 223 313 187 107 148 126
is_linear=0
shrinkage=0.16829


Tree=9271
num_leaves=15
num_cat=0
split_feature=2 15 149 457 3 1429 4 0 10 4 2 0 12 15
split_gain=0.134024 0.0950252 0.0845372 0.100688 0.087517 0.0856932 0.0839026 0.116276 0.0756937 0.10644 0.0606316 0.0543715 0.0349372 0.0255762
threshold=0.13554000000000002 -0.42075999999999997 0.078645000000000007 0.092890000000000014 -0.005644999999999999 0.084665000000000004 0.31392000000000003 -0.22984499999999997 -0.0088449999999999987 -0.50810499999999992 0.17553000000000005 -0.12259499999999998 0.088055000000000008 -0.052239999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 7 -1 -9 -10 13 -8 -7 -3
right_child=1 10 -4 4 -6 12 11 8 9 -11 -12 -13 -14 -15
leaf_value=0.013802762366868195 0.0072914371665910149 0.00422685908539038 0.011926036897880687 0.0055978357675771934 -0.0040273821212019282 0.0076178550057628336 -0.0023200344394681909 0.011857736650872685 -0.0017909350118689182 0.0057537285697402824 -0.0052651765132440426 0.0043690015546823079 0.012663199137757833 -0.00095692248864933532
leaf_weight=52 59 55 64 52 55 103 57 56 54 2041 53 86 66 52
leaf_count=52 59 55 64 52 55 103 57 56 54 2041 53 86 66 52
internal_value=0 0.00151626 0.00585717 0.00570835 0.000633503 0.00592355 0.00565802 0.00591476 0.00572324 0.0055584 -0.000602107 0.00169018 0.00959886 0.00169085
internal_weight=0 219 2686 2622 107 2515 2346 2203 2151 2095 160 143 169 107
internal_count=2905 219 2686 2622 107 2515 2346 2203 2151 2095 160 143 169 107
is_linear=0
shrinkage=0.16829


Tree=9272
num_leaves=17
num_cat=0
split_feature=2 1456 33 15 1452 151 151 1429 51 2 155 11 2 15 2 15
split_gain=0.0927063 0.0818777 0.0672104 0.0657598 0.0621927 0.0500835 0.080801 0.05197 0.0517912 0.04723 0.0447119 0.0553249 0.0419114 0.0377572 0.0239953 0.0177221
threshold=0.13554000000000002 -0.15824499999999997 0.080895000000000009 -0.42075999999999997 0.092465000000000006 -0.085764999999999994 -0.089594999999999994 0.083420000000000008 -0.086234999999999992 0.086935000000000012 0.11958000000000001 0.078340000000000007 0.17553000000000005 -0.011749999999999998 0.10043500000000001 -0.052239999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -2 5 6 9 10 -9 -3 11 -7 15 -10 -11 -5
right_child=3 2 -4 12 -6 7 -8 8 13 14 -12 -13 -14 -15 -16 -17
leaf_value=0.010194328320373128 0.0060643629333953682 0.0083476647717159267 0.010117282202603238 0.0035155218777424388 -0.001052202207125716 0.0047596942838763296 -0.0027641160165175031 0.0114160684049452 0.0085044901716396972 0.00070229370279141382 0.0092947092091433588 0.00053322488478875691 -0.0043791013765960051 0.0025767701815759864 0.0052684770188687344 -0.00079588234735925858
leaf_weight=80 59 55 64 55 54 1888 63 67 62 85 59 93 53 62 54 52
leaf_count=80 59 55 64 55 54 1888 63 67 62 85 59 93 53 62 54 52
internal_value=0 0.00487192 0.00470784 0.00125971 0.00457094 0.00469371 0.00245514 0.00495077 0.00762046 0.00415932 0.00469994 0.00456219 -0.000500778 0.00555512 0.00248913 0.00140347
internal_weight=0 2686 2606 219 2542 2488 257 2231 191 194 2040 1981 160 124 139 107
internal_count=2905 2686 2606 219 2542 2488 257 2231 191 194 2040 1981 160 124 139 107
is_linear=0
shrinkage=0.16829


Tree=9273
num_leaves=19
num_cat=0
split_feature=4 0 2 13 2 1455 1455 33 1 1 0 457 13 3 2 15 2 4
split_gain=0.0796688 0.0825575 0.0693014 0.131902 0.0748969 0.0646361 0.0798269 0.0547283 0.0833388 0.0870618 0.0936716 0.0742366 0.050439 0.039273 0.0327976 0.0313898 0.0255275 0.0101773
threshold=-0.081454999999999986 0.0088250000000000012 0.085325000000000012 -0.011334999999999998 0.086665000000000006 0.10450500000000001 0.0093900000000000008 0.075230000000000019 0.14828500000000003 0.085345000000000018 -0.13843999999999998 0.083995000000000014 -0.014549999999999999 -0.115685 0.083935000000000023 0.085355000000000014 0.089125000000000024 -0.088039999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 14 -4 6 7 8 9 10 -2 -11 -6 -14 -1 17 -15 -5
right_child=1 -3 4 15 12 -7 -8 -9 -10 11 -12 -13 13 16 -16 -17 -18 -19
leaf_value=0.0084648585927519435 0.011098113927778644 -0.0025841511740253608 -0.0017633438264118523 0.0005149278725370052 0.0015588566591751283 -0.0020790016554285166 0.0082719665825701227 0.008758280199300016 0.0098473109979877044 0.0024037941639452965 0.0037404846265039447 -0.0023171191739038556 0.0032198159332549169 0.0051129951128806566 0.013371953433187117 0.0069274289091200997 0.0096142451979629884 0.0037013297540131667
leaf_weight=96 52 65 58 53 100 57 101 53 53 728 942 108 88 64 69 65 88 65
leaf_count=96 52 65 58 53 100 57 101 53 53 728 942 108 88 64 69 65 88 65
internal_value=0 0.00330664 0.00533012 0.0070708 0.0038036 0.00349036 0.00364708 0.00340487 0.00325324 0.00306128 0.0041272 0.00179177 0.00475854 0.00608426 0.0105278 0.00394401 0.0077308 0.00228537
internal_weight=0 2159 746 348 398 2094 2037 1936 1883 1830 994 836 340 240 165 183 152 118
internal_count=2905 2159 746 348 398 2094 2037 1936 1883 1830 994 836 340 240 165 183 152 118
is_linear=0
shrinkage=0.16829


Tree=9274
num_leaves=26
num_cat=0
split_feature=2 12 3 30 47 15 3 12 13 2 3 2 3 52 1456 481 1186 12 15 124 151 2 13 2 2
split_gain=3.38747 1.68026 0.644707 0.63879 0.327507 0.355727 0.268234 0.168797 0.131127 0.123655 0.112338 0.360389 0.102196 0.0873546 0.0807495 0.0738095 0.0662181 0.0653404 0.0644946 0.0631746 0.0996934 0.0468787 0.0418975 0.036827 0.0229012
threshold=0.13554000000000002 1.0000000180025095e-35 0.11878500000000002 0.085915000000000019 0.077735000000000012 -0.0039399999999999991 -0.005644999999999999 0.099510000000000015 0.10783500000000001 0.086400000000000018 -0.13117499999999996 0.085465000000000013 -0.0031199999999999995 -0.08799499999999999 -0.15627999999999997 -0.0082899999999999988 0.021560000000000003 0.10742000000000002 -0.24211499999999997 -0.082254999999999981 -0.010059999999999998 0.091185000000000002 -0.085859999999999978 0.085355000000000014 0.11411
decision_type=2 2 2 2 2 2 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 19 -2 10 9 -9 11 -3 -7 -13 -12 22 21 -11 -8 -1 -21 -17 -16 -24 -4
right_child=6 7 24 -5 -6 12 18 8 -10 17 14 13 -14 -15 15 16 -18 -19 -20 20 -22 -23 23 -25 -26
leaf_value=0.00035416570754687123 0.00030618922358200437 0.00095371437062790883 0.00018258493778948519 0.00020310522508451873 0.00074786327042218202 0.000542614805399177 -1.139105642038217e-05 0.00045280999309330202 0.00070383585615813201 0.00053362609087158743 0.00078295408458022844 0.00072268447347795565 0.00073081849806078093 0.0005369778237161876 0.00064889542292081916 0.00065223474208735827 0.00075304585368326268 0.00066637587172415681 0.00014447751443627619 0.00056772259901257185 0.0003976382926168759 0.00060159653034636809 0.0008206486725274299 0.00069367624640367107 0.00028043142331458118
leaf_weight=76 103 62 56 65 79 58 52 92 84 80 59 65 75 52 64 958 64 92 64 69 88 280 59 54 55
leaf_count=76 103 62 56 65 79 58 52 92 84 80 59 65 75 52 64 958 64 92 64 69 88 280 59 54 55
internal_value=0 0.000610558 0.000459868 0.000509528 0.000554207 0.00051231 0.000183524 0.000655858 0.000588745 0.000551991 0.00066944 0.000749151 0.00064901 0.000640449 0.00066014 0.000655216 0.000646354 0.000604837 7.43017e-05 0.000434129 0.000472613 0.00064081 0.000720207 0.000760283 0.000231385
internal_weight=0 2686 621 510 445 366 219 2065 348 264 1717 179 133 117 1538 1479 1302 172 116 233 157 1238 177 113 111
internal_count=2905 2686 621 510 445 366 219 2065 348 264 1717 179 133 117 1538 1479 1302 172 116 233 157 1238 177 113 111
is_linear=0
shrinkage=0.0032998


Tree=9275
num_leaves=29
num_cat=0
split_feature=1 1 14 2 2 2 15 0 0 1 16 52 0 16 402 15 0 1 2 1 157 0 2 133 16 159 0 160
split_gain=8.35938 1.31127 1.06415 0.802412 0.500579 0.366759 0.54862 0.362241 0.299132 0.28077 0.227236 0.18 0.192802 0.170993 0.134532 0.125641 0.114896 0.237737 0.0935814 0.40475 0.0892395 0.0838218 0.0736916 0.0684299 0.0769817 0.0535851 0.0494157 0.0257903
threshold=0.10398500000000001 0.12448500000000001 0.056865000000000006 0.10656 0.094485000000000013 0.13554000000000002 -0.15973499999999999 -0.14720499999999997 -0.05937499999999999 0.090740000000000015 -0.082194999999999976 -0.54340999999999984 -0.052874999999999998 0.12992000000000004 0.11288500000000001 -0.10114499999999998 -0.074309999999999973 0.11561500000000001 0.086545000000000025 0.077845000000000011 -1.0000000180025095e-35 -0.072924999999999976 0.17553000000000005 -0.13093499999999997 0.053305000000000012 0.082975000000000007 -0.079684999999999992 -0.059339999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 9 6 -3 -6 15 14 -11 -9 20 -14 18 -5 -2 -18 23 26 -13 27 -7 -1 -25 -22 -20 -12
right_child=1 5 -4 8 7 22 -8 11 -10 10 21 12 13 -15 -16 -17 17 -19 19 -21 25 -23 -24 24 -26 -27 -28 -29
leaf_value=0.0010314686420552009 0.00085652366542008349 0.00024104547134880261 0.0012346887583852852 0.00047759237186881514 0.00051741288231048994 0.00022907283631218666 0.00066501878033824559 0.00098555807513841989 0.00065931381804009185 0.00060165434543513977 0.00082323342161681799 0.00069722055084188396 0.00052671967614686152 0.00077676035691097672 0.0010578596617213383 0.00028486368491305065 0.00053534805726821084 0.00083992484678561377 0.00091809815510745445 0.00059882307517590387 0.00082620715551280004 0.00073705395997716904 7.3958992457437778e-05 0.00090888087943239218 0.0010473299576043509 0.00094590345868972943 0.00083790815384876917 0.0009236992369942911
leaf_weight=77 66 85 88 66 52 88 55 57 52 54 53 54 52 74 70 87 60 54 467 53 266 60 55 502 52 54 117 95
leaf_count=77 66 85 88 66 52 88 55 57 52 54 53 54 52 74 70 87 60 54 467 53 266 60 55 502 52 54 117 95
internal_value=0 0.000458389 0.000877907 0.000583824 0.000863677 0.000287621 0.000407858 0.000782698 0.000442239 0.000894478 0.000794661 0.000807401 0.000787021 0.000673849 0.000913998 0.000368232 0.000744877 0.00067993 0.000906028 0.000876916 0.000825054 0.000844599 0.00016966 0.000935361 0.00092194 0.000846516 0.000902093 0.00088796
internal_weight=0 668 2297 385 2209 283 140 609 205 1600 262 557 500 126 1338 153 180 114 1268 637 374 208 143 631 554 320 584 148
internal_count=2965 668 2297 385 2209 283 140 609 205 1600 262 557 500 126 1338 153 180 114 1268 637 374 208 143 631 554 320 584 148
is_linear=0
shrinkage=0.0032998


Tree=9276
num_leaves=33
num_cat=0
split_feature=1 1 12 2 4 4 4 49 12 4 1 1 12 131 12 4 1 4 403 1 1 2 49 1 12 51 4 1446 484 52 2 16
split_gain=7.76924 1.37654 0.834142 0.54005 0.368387 0.300436 0.250076 0.236212 0.236165 0.3782 0.279425 0.208465 0.161873 0.15732 0.144403 0.199719 0.135328 0.127119 0.121575 0.124435 0.203816 0.129083 0.115352 0.141023 0.103404 0.0990301 0.0869752 0.0746291 0.0983389 0.0415914 0.0323018 0.0124486
threshold=0.10575500000000002 0.13654500000000003 0.085075000000000026 0.10100500000000003 0.25367000000000006 -0.083904999999999993 0.40441500000000002 -0.042254999999999994 0.083885000000000015 -0.016339999999999997 0.083065000000000014 0.14860500000000001 0.11697000000000002 0.08956500000000002 -1.0000000180025095e-35 0.058025000000000007 0.08346000000000002 0.008570000000000003 0.074235000000000009 1.0000000180025095e-35 0.084775000000000003 0.084095000000000017 -0.050304999999999996 0.11215000000000001 0.092755000000000018 -0.085594999999999991 0.41377500000000006 0.037915000000000011 0.090940000000000007 0.084705000000000016 0.10796500000000002 -0.081904999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 22 5 13 18 -3 -5 9 -7 -11 -8 14 -4 -9 16 30 25 19 21 -21 -1 -2 -24 -19 -10 -25 28 -27 -23 -16 -31
right_child=1 6 4 7 -6 8 11 12 17 10 -12 -13 -14 -15 15 -17 -18 24 -20 20 -22 29 23 26 -26 27 -28 -29 -30 31 -32 -33
leaf_value=0.0010328177771004698 0.00051228913721464207 0.00033665724698375232 0.000907336036432233 0.00053048740199174811 0.0004579788674578769 0.00052223139286174233 0.0002031877068575285 0.00061987083093799486 0.00097464844427581183 0.00092767959484934843 0.00067724393027775967 -7.5892827375908994e-05 0.00057824217534276242 0.00066068646110679788 0.00087854252724042044 0.00064071787570359976 0.0010026794624044724 0.00082046473935130579 0.00078824111800700528 0.0011684666168971212 0.00091437103010260756 0.00078260960511422964 0.0002184721014435335 0.00051179978036940675 0.00063278748989696544 0.00084729045075313957 0.00034869446367985957 0.00093443753101189481 0.00070918994018240864 0.00085338924875401736 0.00076867947062579135 0.00093813142301997097
leaf_weight=60 73 60 63 64 52 69 63 54 76 103 95 54 53 54 52 60 55 88 66 62 83 67 58 59 54 796 97 103 64 59 97 52
leaf_count=60 73 60 63 64 52 69 63 54 76 103 95 54 53 54 52 60 55 88 66 62 83 67 58 59 54 796 97 103 64 59 97 52
internal_value=0 0.00041057 0.000506477 0.000822911 0.000690678 0.00084706 0.000163288 0.000717515 0.000823707 0.000734058 0.000807699 7.40802e-05 0.000749684 0.000793799 0.000778146 0.000810387 0.000860117 0.000843945 0.000922293 0.000945302 0.00102326 0.000897657 0.000397888 0.000358698 0.000749343 0.000856841 0.000410608 0.000847507 0.000837054 0.000851899 0.000807257 0.000893406
internal_weight=0 633 456 2332 169 1897 177 435 1448 267 198 117 371 117 318 264 204 1181 449 383 145 238 287 214 142 1039 156 963 860 178 149 111
internal_count=2965 633 456 2332 169 1897 177 435 1448 267 198 117 371 117 318 264 204 1181 449 383 145 238 287 214 142 1039 156 963 860 178 149 111
is_linear=0
shrinkage=0.0032998


Tree=9277
num_leaves=22
num_cat=0
split_feature=4 1 13 1 15 15 0 12 14 0 0 0 403 4 2 48 0 13 3 52 160
split_gain=0.252203 0.0936385 0.0896005 0.0955247 0.0793913 0.061748 0.0684539 0.0597045 0.0646236 0.0543622 0.0517517 0.0512695 0.120704 0.0928611 0.0847148 0.0726098 0.0949148 0.066246 0.0787428 0.0583658 0.0454181
threshold=0.31392000000000003 0.10575500000000002 0.065520000000000009 0.11507500000000002 -0.060199999999999997 -0.41725999999999991 -0.10147999999999999 0.11755500000000001 0.073890000000000011 -0.018054999999999998 -0.06612999999999998 -0.09633499999999999 -0.015149999999999999 0.0019650000000000002 0.090990000000000015 0.093225000000000016 -0.085894999999999985 0.25472500000000003 -0.10337499999999998 -0.069059999999999996 -0.062634999999999982
decision_type=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 9 -7 8 11 20 -5 12 -1 19 -15 17 -17 18 -13 -14 -2
right_child=5 2 -4 10 -6 6 -8 -9 -10 -11 -12 15 13 14 -16 16 -18 -19 -20 -21 -22
leaf_value=-0.0039695521055575249 -0.0033488416052739347 0.0018221211952909953 0.0081830973836506341 0.0067255974186901527 -0.0070522191012315242 7.0609284945316435e-05 -0.0074891327297937991 0.00048368674853155596 0.0098565041291176544 0.006272584688568025 0.0007048630958872425 0.010324219470252118 0.0055755289283250303 0.013016089622844397 0.0045190445889072397 0.0067143790159204363 -0.0023519610717507556 0 0.0056770371500049349 -0.0017302285289924155 0.002933082081483311
leaf_weight=55 61 54 58 76 60 90 54 75 87 56 88 112 53 52 95 59 73 54 1509 74 70
leaf_count=55 61 54 58 76 60 90 54 75 87 56 88 112 53 52 95 59 73 54 1509 74 70
internal_value=0 0.00479595 0.00216264 0.000900113 -0.00283282 -0.000127384 -0.00275182 0.00518019 0.00533784 0.00188396 0.00350591 0.00515295 0.00320756 0.00465478 0.00753702 0.00550615 0.00168681 0.00580607 0.00599923 0.00130448 0
internal_weight=0 2634 336 278 114 331 144 2298 2223 187 164 2136 329 274 147 1807 132 1675 1621 127 131
internal_count=2965 2634 336 278 114 331 144 2298 2223 187 164 2136 329 274 147 1807 132 1675 1621 127 131
is_linear=0
shrinkage=0.16829


Tree=9278
num_leaves=32
num_cat=0
split_feature=1 15 16 15 1 12 48 0 12 12 16 11 12 0 15 12 15 0 457 0 15 400 15 42 0 401 39 0 1 0 42
split_gain=7.10515 0.972531 0.822996 0.530526 0.52107 0.488847 0.406925 0.451766 0.329334 0.261608 0.260901 0.177545 0.162768 0.149943 0.200594 0.15553 0.13246 0.0932512 0.0924476 0.0883371 0.0671928 0.0616198 0.0507182 0.0757924 0.0474547 0.0430076 0.0416335 0.0351503 0.0340379 0.0237362 0.00497763
threshold=0.10398500000000001 -0.26361999999999991 0.51041000000000014 0.039965000000000007 0.092845000000000025 0.088825000000000015 0.092265000000000014 -0.12259499999999998 0.082595000000000016 0.088365000000000013 -0.42170999999999997 0.07635500000000002 0.10621000000000001 -0.10934999999999999 -0.097794999999999979 0.092355000000000007 -0.43091499999999999 -0.086274999999999977 -0.084874999999999992 -0.099704999999999974 -0.088184999999999986 -0.075319999999999984 0.087670000000000012 0.085695000000000007 -0.14015999999999998 1.0000000180025095e-35 0.087620000000000017 -0.08155999999999998 0.094165000000000013 -0.071524999999999991 0.085495000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 6 4 11 19 7 -3 -5 -9 26 13 17 14 -1 18 -12 22 -15 -6 -20 -19 23 -10 -8 28 -2 -17 -23 -29 -27
right_child=1 2 -4 8 5 -7 24 9 12 -11 16 -13 -14 15 -16 27 -18 21 20 -21 -22 25 -24 -25 -26 30 -28 29 -30 -31 -32
leaf_value=0.00084681175666316425 0.00046662129076726738 0.00037693830173396643 0.0008696942163117919 0.0011321330238218523 0.00040632211152833364 0.00085223238577731176 0.00041745928820781792 0.00052082437753376459 0.00093381896912736885 0.00080149855745345285 0.00027690897062032681 0.00063446883404474875 0.00074249441417102279 0.00098492824916058793 0.00059092286241860562 0.00083662700218453754 5.4581166596537209e-05 0.00097032269153668406 0.00091287739743980132 0.00059513430963300813 0.00083405231367879263 0.00084381987223958676 0.00088781344822356351 0.0011041686190795829 0.00028890575922568373 0.00089708085583517418 0.00033119260980024351 0.00068625629415907362 0.00093982208054565509 0.00077968012049396934 0.00096464636668734021
leaf_weight=76 52 87 72 63 58 69 54 66 76 83 62 52 84 83 62 89 56 77 202 54 346 462 73 52 83 52 53 53 52 109 53
leaf_count=76 52 87 72 63 58 69 54 66 76 83 62 52 84 83 62 89 56 77 202 54 346 462 73 52 83 52 53 53 52 109 53
internal_value=0 0.000456874 0.000546087 0.000843657 0.000797631 0.00063303 0.000483526 0.000566792 0.000898863 0.00067741 0.000278691 0.00082539 0.000883847 0.000835089 0.000732102 0.000851162 0.000171696 0.000897044 0.000879244 0.000497671 0.000863173 0.00087837 0.000961532 0.0010033 0.000339834 0.000866875 0.000398598 0.000780426 0.000853601 0.000749333 0.000931521
internal_weight=0 668 445 2297 1253 181 373 236 1044 149 223 1072 981 1020 138 882 118 897 631 112 548 696 201 128 137 619 105 251 514 162 105
internal_count=2965 668 445 2297 1253 181 373 236 1044 149 223 1072 981 1020 138 882 118 897 631 112 548 696 201 128 137 619 105 251 514 162 105
is_linear=0
shrinkage=0.0032998


Tree=9279
num_leaves=26
num_cat=0
split_feature=1 1 0 14 0 157 4 0 160 4 4 4 133 52 151 4 160 158 4 4 48 0 474 0 43
split_gain=5.9836 1.58382 0.905261 0.308001 0.206763 0.257641 0.187127 0.264249 0.150117 0.134463 0.114539 0.137118 0.104516 0.0990525 0.120906 0.091554 0.181026 0.144943 0.0788714 0.0766531 0.0883795 0.0774372 0.0808423 0.0497625 0.0435352
threshold=0.12381000000000002 0.092845000000000025 -0.12259499999999998 0.073890000000000011 -0.058589999999999996 -0.0048549999999999991 -0.17568999999999999 -0.014704999999999998 -0.064339999999999994 0.25367000000000006 0.27998000000000006 0.51152500000000012 0.046800000000000008 -0.052874999999999991 -0.063719999999999985 0.0060300000000000015 -0.093794999999999989 0.078875000000000015 0.055765000000000002 -0.000195 0.087550000000000017 -0.10298499999999998 0.083685000000000023 -0.066574999999999981 -0.011209999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 4 15 -6 -4 9 -2 23 -10 -12 -7 -3 -15 19 -17 18 -18 21 -21 -1 -23 24 -8
right_child=8 2 6 -5 5 12 7 -9 10 -11 11 -13 -14 14 -16 16 17 -19 -20 20 -22 22 -24 -25 -26
leaf_value=0.00064952988446999305 0.00035627176879147917 0.00049149486941601518 0.00080230516144263911 0.00097090562534055071 0.00086083795095356365 0.00052675214714228752 0.00075841702848230901 0.00041431775247592156 0.00027564554176986322 0.00051781016997703695 2.3862941612723817e-05 0.00023673330637511816 0.00071161676523032408 0.00021476772576848642 0.0004268770888266794 0.00089575099809548664 0.00053435514376622725 0.00081192091396706039 0.00068301078791849527 0.00094167823827299611 0.00076011168335670006 0.00077139410591218224 0.00085107650652705628 0.00061062923145883594 0.00065685046091331213
leaf_weight=53 70 71 86 81 53 99 134 54 84 58 74 60 53 53 68 54 62 70 120 73 54 1064 171 64 82
leaf_count=53 70 71 86 81 53 99 134 54 84 58 74 60 53 53 68 54 62 70 120 73 54 1064 171 64 82
internal_value=0 0.000723556 0.000584422 0.000769986 0.000761518 0.000661264 0.000661403 0.0006304 0.000222808 0.000664818 0.000179791 0.000119441 0.000591443 0.000392588 0.000334261 0.000773439 0.000720268 0.000682525 0.000632563 0.000784913 0.000864754 0.000777013 0.000782456 0.000695144 0.000720022
internal_weight=0 2677 670 2007 1926 205 478 392 288 338 218 134 152 192 121 1721 306 252 182 1415 127 1288 1235 280 216
internal_count=2965 2677 670 2007 1926 205 478 392 288 338 218 134 152 192 121 1721 306 252 182 1415 127 1288 1235 280 216
is_linear=0
shrinkage=0.0032998


Tree=9280
num_leaves=26
num_cat=0
split_feature=1 1 12 4 123 4 52 1375 0 1186 4 42 4 1 1 10 43 0 0 0 52 43 43 4 4
split_gain=4.28417 0.848578 0.691594 0.513347 0.292622 0.283534 0.27044 0.206283 0.232787 0.283429 0.169574 0.164847 0.187365 0.158969 0.151372 0.144924 0.1407 0.124836 0.120398 0.107204 0.100991 0.0980005 0.0978571 0.0887691 0.00279541
threshold=0.10509 0.13612500000000002 0.088325000000000015 0.053925000000000008 1.0000000180025095e-35 0.053330000000000009 1.0000000180025095e-35 -0.083119999999999986 -0.091829999999999981 0.0044650000000000011 -0.029404999999999997 0.086335000000000009 -0.5055599999999999 0.086965000000000001 0.083670000000000008 -0.0062549999999999993 -0.082204999999999986 -0.051824999999999989 -0.11327499999999999 -0.11327499999999999 0.089015000000000025 -0.078169999999999976 -0.06705499999999999 0.094220000000000012 0.42405000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 7 -4 14 -1 13 11 -2 12 -10 18 22 -3 -13 -17 -9 -8 -20 -12 -5 -23 -25
right_child=1 15 5 6 -6 -7 19 8 9 -11 21 16 -14 -15 -16 17 -18 -19 20 -21 -22 23 -24 24 -26
leaf_value=0.00055360763445446977 0.00056389636117331612 7.6912994513282678e-05 0.00079001184322336415 0.00047903051804353724 0.00054200941441288452 0.00052538600239213594 0.00082674631923787144 0.00097589560386759098 0.0009691908148380578 0.00050717613950655748 0.00025753142566880795 0.00061318556460074282 0.00076929542691013617 0.00070022579966128712 0.00037585830843493489 0.00017862136032878234 0.00073679783742614695 0.00039486909348617795 0.00088265270739298625 0.00063085583378416914 0.00070130923642412496 0.00029088974628163904 0.00067994336720601366 0.00043295380611952018 0.00048093653173937617
leaf_weight=55 54 52 89 52 74 90 55 95 56 54 75 131 824 70 59 59 494 59 109 75 52 53 58 53 56
leaf_count=55 54 52 89 52 74 90 55 95 56 54 75 131 824 70 59 59 494 59 109 75 52 53 58 53 56
internal_value=0 0.00042314 0.000495465 0.000728345 0.000747358 0.000657157 0.000600161 0.000755173 0.000761036 0.000744072 0.000395884 0.000752548 0.000782056 0.000842052 0.000512381 0.000222976 0.000710945 0.000287044 0.000880694 0.000714004 0.000824301 0.000357454 0.000585287 0.000403498 0.000457929
internal_weight=0 640 470 2313 2014 179 299 1940 1885 1559 291 1505 880 326 169 170 625 118 256 130 161 237 110 162 109
internal_count=2953 640 470 2313 2014 179 299 1940 1885 1559 291 1505 880 326 169 170 625 118 256 130 161 237 110 162 109
is_linear=0
shrinkage=0.0032998


Tree=9281
num_leaves=24
num_cat=0
split_feature=2 15 2 30 2 150 16 49 1375 2 3 15 42 16 3 2 13 3 43 42 2 3 52
split_gain=3.94742 2.07915 0.779094 0.772998 0.502742 0.785906 0.33054 0.249075 0.242524 0.23199 0.226583 0.21056 0.174304 0.172866 0.151446 0.137112 0.132236 0.121954 0.0910031 0.0905537 0.0793585 0.0615963 0.0233239
threshold=0.11666500000000002 -0.41956999999999994 0.15305000000000002 0.083930000000000018 0.099655000000000007 0.082085000000000019 -0.5038649999999999 0.0060400000000000011 -0.083119999999999986 0.072175000000000017 -0.06656999999999999 -0.040769999999999994 0.086335000000000009 0.061775000000000004 -0.046079999999999989 0.084970000000000004 -0.00080499999999999983 -0.047774999999999991 -1.0000000180025095e-35 0.086510000000000017 0.10859000000000001 -0.081864999999999979 -0.023079999999999996
decision_type=2 2 2 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 8 11 -2 14 -3 10 21 17 13 -11 -8 -14 -12 19 -4 -6 22 -10 -13
right_child=2 3 18 -5 5 -7 7 -9 9 12 16 20 15 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00032761693003396583 0.00036370846913716604 0.00067709912502605951 0.0003382261190335776 0.00045376356481808899 0.00088304267785894357 0.00041443104853964235 0.00065921696446516573 0.00076227679606860274 0.00090973521550557091 0.00092248870965389582 0.00059537270297574049 0.00099884217617550518 0.00098753130403720583 0.0010528935765171839 0.00044348281779358121 0.00083031216175115461 0.00082570961345286966 0.00060224079737187304 0.00014315850622590394 0.00069324304769565295 0.00081173169382867648 0.00083179254845375369 0.00089247313512024232
leaf_weight=85 66 61 54 52 61 62 67 94 223 758 61 61 77 135 79 342 52 56 52 55 85 262 53
leaf_count=85 66 61 54 52 61 62 67 94 223 758 61 61 77 135 79 342 52 56 52 55 85 262 53
internal_value=0 0.000835669 0.000487248 0.000853238 0.000861865 0.000759476 0.000571788 0.000628863 0.00088434 0.00089094 0.00083639 0.000817044 0.000915777 0.000942242 0.000542725 0.000859289 0.00070168 0.000731337 0.000242865 0.000793355 0.000890945 0.000867703 0.000949699
internal_weight=0 2541 412 2456 2404 433 306 240 1971 1910 598 371 1312 893 146 419 113 172 106 116 199 485 114
internal_count=2953 2541 412 2456 2404 433 306 240 1971 1910 598 371 1312 893 146 419 113 172 106 116 199 485 114
is_linear=0
shrinkage=0.0032998


Tree=9282
num_leaves=23
num_cat=0
split_feature=48 4 151 1186 4 1447 13 0 0 0 0 2 13 484 13 13 13 12 13 4 4 13
split_gain=0.20089 0.148882 0.204569 0.145857 0.116644 0.0765866 0.0714834 0.0666043 0.0614353 0.119253 0.108308 0.0682395 0.0628205 0.0609041 0.0632064 0.0445175 0.0692052 0.0401149 0.0328621 0.0258353 0.0119305 0.00045705
threshold=0.13991500000000004 0.053925000000000008 0.053170000000000002 0.0044650000000000011 -0.0065849999999999997 -0.082344999999999988 -1.0000000180025095e-35 -0.099704999999999974 -0.10185499999999999 -0.072849999999999984 -0.052874999999999998 0.11326500000000002 -0.083574999999999997 0.032690000000000011 -0.082084999999999977 0.18622000000000002 0.10077500000000002 -0.083979999999999985 -0.083999999999999977 0.41248000000000007 0.24099500000000004 -0.070154999999999981
decision_type=2 2 2 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 13 -8 17 12 -11 -12 -10 14 -6 16 -7 -3 -1 20 -19 -22
right_child=-2 8 -4 -5 6 15 7 -9 9 10 11 -13 -14 -15 -16 -17 -18 19 -20 -21 21 -23
leaf_value=-0.0011037931766832811 -0.0045693176535020735 0.0016332156348179527 -0.0014182962624635486 -0.00035940505516196959 0.0093796620917346932 0.0066282381744298237 0.0087081548524171378 0.016955678136627156 0.0024673052607721217 0.0085057203044429357 0.0051270713235041449 -0.0026688644285101353 -0.0046505496656031858 0.013395491123909298 0.0040593796181874848 0.010548710841911635 0.00084852032844759146 0.0073125322909225327 0.0048292329544906915 0.0092869805920557727 0.004624666056086058 0.0035918012498635105
leaf_weight=52 55 66 92 80 145 1394 54 60 59 102 62 65 86 52 115 78 62 53 53 64 52 52
leaf_count=52 55 66 92 80 145 1394 54 60 59 102 62 65 86 52 115 78 62 53 53 64 52 52
internal_value=0 0.00567973 0.00633639 0.00666983 0.00694302 0.00629489 0.00943242 0.0130647 0.00345472 0.00202569 0.00441915 0.00112288 -0.00174193 0.00809948 0.00703337 0.00659633 0.00638336 0.00531068 0.00187386 0.0064008 0.00521283 0.00412551
internal_weight=0 2898 2237 2145 2065 1639 426 114 661 374 229 127 145 312 260 1534 1456 287 105 221 157 104
internal_count=2953 2898 2237 2145 2065 1639 426 114 661 374 229 127 145 312 260 1534 1456 287 105 221 157 104
is_linear=0
shrinkage=0.16829


Tree=9283
num_leaves=13
num_cat=0
split_feature=48 3 15 9 4 481 10 4 480 474 4 15
split_gain=0.139099 0.119792 0.105607 0.0892708 0.0880405 0.0702969 0.0724439 0.06604 0.0746636 0.0762026 0.0744782 0.0352833
threshold=0.13991500000000004 0.12168500000000002 -0.021179999999999997 -1.0000000180025095e-35 0.40052000000000004 0.063455000000000011 -0.012394999999999998 0.053330000000000009 -0.060589999999999998 0.090785000000000018 0.067120000000000013 -0.040769999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 6 -5 8 -8 -10 -9 -12
right_child=-2 2 -4 5 -6 -7 7 10 9 -11 11 -13
leaf_value=-0.00040298400205205417 -0.0038003484168902786 0.0077721173375402226 -0.0058272649619814237 0.010322180069815513 -0.00077984353835770239 0.010468095314577821 -0.00050740550222731762 -0.00091392816487290444 0.0057691501606072504 0.0014374428324981966 0.0033225554047716576 0.0072554458124834062
leaf_weight=83 55 62 52 72 75 70 60 102 1815 124 299 84
leaf_count=83 55 62 52 72 75 70 60 102 1815 124 299 84
internal_value=0 0.00472504 0.000617842 0.00501093 0.00307727 0.00518273 0.00503728 0.00488337 0.00531206 0.00549306 0.00311274 0.00418981
internal_weight=0 2898 189 2709 137 2626 2556 2484 1999 1939 485 383
internal_count=2953 2898 189 2709 137 2626 2556 2484 1999 1939 485 383
is_linear=0
shrinkage=0.16829


Tree=9284
num_leaves=20
num_cat=0
split_feature=4 2 124 49 0 4 2 1186 52 16 158 48 13 123 13 403 51 16 0
split_gain=3.21492 0.991194 0.566053 0.233012 0.418507 0.240293 0.203175 0.1852 0.171898 0.160579 0.15464 0.139425 0.130729 0.12931 0.111347 0.0900653 0.0871632 0.0425832 0.105268
threshold=0.31392000000000003 0.14290000000000003 -0.080429999999999988 -0.014479999999999998 -0.11471499999999998 0.053925000000000008 0.099345000000000017 0.054365000000000004 0.12371000000000001 -0.5152199999999999 0.019155000000000002 -0.065059999999999993 -0.085684999999999997 0.083715000000000026 -0.082794999999999994 -0.53379499999999991 0.088940000000000005 0.51165500000000008 -0.10114999999999998
decision_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 -4 7 14 15 9 11 17 -2 -11 -1 -6 -5 -17 18 -7
right_child=8 -3 3 5 6 10 -8 -9 -10 12 -12 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=0.00053472516904475053 0.00018094525806575543 0.00023522948822332239 0.0003460169531640441 0.00054227651519981115 0.00059755614097494229 0.00053337693812357861 0.00044300169654208426 0.00045846723651963108 0.00042056589063753288 1.3928647582447484e-05 0.00065140835050642816 0.00041223080252656894 0.0002156537127471572 0.00032464298342889267 0.00078556768773367538 0.0006661549045411016 0.00059564816164007508 0.00055581569763400783 0.00032781706276338075
leaf_weight=52 53 80 91 82 79 60 54 57 53 55 85 63 98 87 65 1503 231 53 52
leaf_count=52 53 80 91 82 79 60 54 57 53 55 85 63 98 87 65 1503 231 53 52
internal_value=0 0.000597621 0.000608972 0.000620799 0.000532125 0.000632854 0.000617482 0.000645772 0.000248111 0.000214002 0.000535931 0.000306861 0.000143368 0.000403488 0.000682667 0.000651631 0.000656782 0.000476229 0.000438253
internal_weight=0 2631 2551 2412 289 2123 198 1873 322 269 250 116 153 139 144 1816 1734 165 112
internal_count=2953 2631 2551 2412 289 2123 198 1873 322 269 250 116 153 139 144 1816 1734 165 112
is_linear=0
shrinkage=0.0032998


Tree=9285
num_leaves=32
num_cat=0
split_feature=1 1 1 39 0 10 15 15 42 16 1 0 1 15 16 15 13 0 156 159 1 15 16 15 15 42 484 0 0 42 0
split_gain=6.86691 0.942023 0.935762 0.605596 0.44863 0.431433 0.399261 0.275737 0.205122 0.16997 0.146096 0.146153 0.195501 0.134187 0.177542 0.134149 0.158438 0.145063 0.117172 0.107685 0.105374 0.0924302 0.0836477 0.0794955 0.101495 0.0700782 0.0696188 0.0421215 0.088955 0.0391941 0.0241651
threshold=0.10921500000000002 0.093935000000000018 0.12448500000000001 0.082115000000000007 -0.079324999999999993 -0.088499999999999981 -0.08237499999999999 -0.083029999999999979 0.084805000000000005 0.0044600000000000013 0.089605000000000018 -0.14164999999999997 0.083065000000000014 0.093425000000000022 -0.105305 0.039965000000000007 0.036560000000000002 -0.032274999999999991 0.090625000000000011 0.087360000000000007 0.091600000000000015 0.090880000000000016 0.4028000000000001 -0.040769999999999994 -0.088184999999999986 0.11466000000000001 0.079155000000000017 -0.038724999999999989 -0.09633499999999999 -0.053119999999999994 -0.029849999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 9 10 -4 19 27 -8 13 11 12 -1 14 -3 16 17 22 23 -2 -12 -17 -6 24 -13 29 -25 28 -7 -23 -11
right_child=2 3 5 -5 15 7 8 -9 -10 30 20 18 -14 -15 -16 21 -18 -19 -20 -21 -22 25 -24 26 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.00086886153884595859 0.00028633046753870947 0.00048826847053280291 -0.00021473856582407026 0.00018104886752556254 0.0003882660551119582 8.4589432908668358e-05 0.00032828677427799307 0.00026211039797913779 0.00062076811605682729 0.00063877452707560857 0.00044700564564463925 0.00064402825628502136 0.00060941873668300683 0.00056777423307709999 0.00022205438292960053 0.00068346382781449386 0.00035199293775329643 0.00064726329987229694 0.00048692098086626349 9.675020655936333e-05 0.00064280401005982523 0.00051107042032672153 0.00054592421236011326 0.00065830819632915099 0.00052240688432699293 0.00044301856973746607 0.00075814428439806541 0.0001018871953572598 -0.00010742576066142687 0.00063000965655772925 0.0005433646334100995
leaf_weight=77 75 59 56 82 74 52 53 82 53 65 69 290 56 53 52 81 74 77 52 59 56 52 78 616 106 53 93 53 53 91 69
leaf_count=77 75 59 56 82 74 52 53 82 53 65 69 290 56 53 52 81 74 77 52 59 56 52 78 616 106 53 93 53 53 91 69
internal_value=0 0.000583742 0.000170143 0.000432846 0.000612466 4.58541e-05 0.000323286 0.000106806 0.00047486 0.000502014 0.000644269 0.000654829 0.000759887 0.000429983 0.000363873 0.000534818 0.000486159 0.00052936 0.000642722 0.000203121 0.000535005 0.000587916 0.000469401 0.000650022 0.000611562 0.00054825 0.000671453 2.59817e-05 -1.1997e-05 0.000587005 0.000589908
internal_weight=0 2375 536 380 1995 296 240 240 106 298 1415 1290 133 164 111 580 303 229 1157 134 125 277 152 1105 396 196 709 158 105 143 134
internal_count=2911 2375 536 380 1995 296 240 240 106 298 1415 1290 133 164 111 580 303 229 1157 134 125 277 152 1105 396 196 709 158 105 143 134
is_linear=0
shrinkage=0.0032998


Tree=9286
num_leaves=19
num_cat=0
split_feature=3 48 1456 0 3 13 16 12 474 1203 39 3 16 16 52 16 156 16
split_gain=0.166995 0.117611 0.13231 0.0950064 0.0938902 0.08854 0.110018 0.0712892 0.0649066 0.0672682 0.0594892 0.0524861 0.0442973 0.0613722 0.0619049 0.0404962 0.0168425 0.0100219
threshold=0.28833000000000003 0.11741000000000001 -0.091834999999999986 -0.079249999999999987 -0.12711499999999995 -0.098524999999999988 -0.10850999999999998 0.093405000000000016 0.09091500000000001 0.084485000000000018 0.0047850000000000011 -0.081604999999999997 0.51896500000000012 0.13995000000000002 0.057445000000000003 -0.116045 0.092060000000000017 -0.059289999999999995
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 5 7 6 -4 -5 9 10 -7 -1 13 14 -6 -2 -15 -3
right_child=15 17 3 4 12 8 -8 -9 -10 -11 -12 -13 -14 16 -16 -17 -18 -19
leaf_value=0.015185680125412753 0.0026269674554911834 0.0095027474545371568 0.0065212582926613884 -0.0024224407868900818 0.0024967536492627117 0.0065736162799993865 0.016164819813163766 0.0042946979571570872 5.9356172629240545e-05 0.0015362752260131118 0.0027007902540238473 0.0076270137595223662 9.8682000179830571e-05 0.0083833268742540858 0.0062823436004992876 -0.0033366688417725762 0.0050198458498754827 0.012984864337921736
leaf_weight=52 62 55 94 103 299 1177 53 79 57 95 126 55 55 158 210 67 62 52
leaf_count=52 62 55 94 103 299 1177 53 79 57 95 126 55 55 158 210 67 62 52
internal_value=0 0.00572447 0.00550431 0.00526141 0.00393789 0.00605836 0.0100104 0.000483369 0.00565785 0.00588482 0.00620049 0.0113172 0.00473754 0.00508506 0.00406212 -0.000456498 0.0074436 0.0112118
internal_weight=0 2782 2675 2568 966 1602 147 182 1455 1398 1303 107 784 729 509 129 220 107
internal_count=2911 2782 2675 2568 966 1602 147 182 1455 1398 1303 107 784 729 509 129 220 107
is_linear=0
shrinkage=0.16829


Tree=9287
num_leaves=23
num_cat=0
split_feature=4 0 16 157 12 1 49 13 52 1 13 48 1 4 13 50 4 12 0 1 43 1
split_gain=0.101582 0.0884785 0.0960046 0.0921205 0.0827772 0.112209 0.0992182 0.0805707 0.0804798 0.074334 0.176917 0.0670567 0.0638299 0.065091 0.0635101 0.0616071 0.0577037 0.0570308 0.0549939 0.0497923 0.0819821 0.0567407
threshold=0.31392000000000003 -0.00077999999999999999 0.038245000000000008 0.121715 0.083865000000000009 0.084470000000000003 0.0045900000000000012 -0.085744999999999988 0.056265000000000009 0.091600000000000015 -1.0000000180025095e-35 0.091195000000000012 0.10726500000000001 0.012315000000000001 0.036560000000000002 0.10956 -0.018964999999999999 0.11431500000000001 -0.06952499999999999 0.12895500000000001 -0.048179999999999994 0.10877000000000002
decision_type=2 2 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 19 -7 11 -11 15 -14 -4 17 -17 18 -6 21 -21 -2
right_child=8 2 14 -5 12 9 -8 -9 -10 10 -12 -13 13 -15 -16 16 -18 -19 -20 20 -22 -23
leaf_value=0.0084155933510982588 -0.0017082967537079595 -0.0039136870810001041 0.0071755312860145044 -0.0012249726055367268 0.0049247579082572317 0.00067671645729183195 0.0048395833203091956 0.016145000282704037 0.0068337099261494456 0.00597686505161553 0.012286175770289709 -0.0012977016155765397 0.013091785954579698 0.0046783842331280107 0.00058569484511557083 -0.0027474072552009631 0.0039658592918786215 0.009099142717379969 0.0010306155073777675 0.002758818519972219 -0.0058248180914152797 0.0052265146315104609
leaf_weight=75 53 62 82 61 1275 80 72 81 71 86 95 61 52 54 85 60 91 86 113 57 70 89
leaf_count=75 53 62 82 61 1275 80 72 81 71 86 95 61 52 54 85 60 91 86 113 57 70 89
internal_value=0 0.00489616 0.0017272 0.00520525 0.005378 0.00718314 0.0100481 0.0124405 0.00179214 0.00514898 0.00661999 0.00294595 0.0048034 0.00882266 0.00383218 0.00454012 0.00128644 0.00487222 0.00460902 0.000454791 -0.00195817 0.00262552
internal_weight=0 2571 229 2342 2281 550 228 156 340 322 242 147 1731 106 167 1625 151 1474 1388 269 127 142
internal_count=2911 2571 229 2342 2281 550 228 156 340 322 242 147 1731 106 167 1625 151 1474 1388 269 127 142
is_linear=0
shrinkage=0.16829


Tree=9288
num_leaves=26
num_cat=0
split_feature=4 3 3 43 2 3 10 2 0 160 0 3 52 43 2 1212 1212 52 0 52 52 51 157 0 133
split_gain=6.23405 2.0356 1.09062 0.613571 0.479046 0.476882 0.338004 0.328349 0.259248 0.237218 0.246609 0.227688 0.598086 0.144304 0.121502 0.107129 0.262967 0.12018 0.0897963 0.0933207 0.0931356 0.0881253 0.150395 0.18137 0.0556064
threshold=0.31392000000000003 0.28833000000000003 -0.069909999999999986 -0.073404999999999984 0.10100500000000003 -0.082634999999999986 -1.0000000180025095e-35 0.15205000000000002 -0.14259999999999998 -0.077459999999999987 -0.17127999999999996 -0.08867499999999999 -0.41694999999999993 -0.092609999999999984 0.13226500000000005 0.078810000000000005 0.08815000000000002 0.008405000000000001 -0.083414999999999975 0.092910000000000006 -0.51745999999999992 -0.093789999999999984 -0.022224999999999998 -0.064994999999999983 0.093405000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 8 -2 -4 9 -1 -7 -11 12 -6 -8 21 18 -17 -18 19 -10 -20 -5 -23 -24 -13
right_child=5 -3 3 14 11 7 13 -9 15 10 -12 24 -14 -15 -16 16 17 -19 20 -21 -22 22 23 -25 -26
leaf_value=0.001118121272112202 0.00056995830713993249 0.00022277830850466935 0.00035480507958554868 0.0009098640419858636 0.0008528488242844183 0.00052768399141865999 0.00078148222672037523 5.6055017470522985e-05 0.00093090431097181219 0.00045333078023096355 0.00016973675075732133 0.00091051176312920753 0.00040372989260002088 0.00055843444888009294 0.00063817459533912514 0.0011226040277674378 0.00082312518654012337 0.00099867291348639214 0.00098987486178329334 0.00082137065259483763 0.00084213069739917125 0.00062025281817217493 0.00086176868765008418 0.00066071509210391443 0.00076529202766035598
leaf_weight=62 84 59 57 83 74 56 60 55 542 53 92 78 58 71 52 78 114 73 54 108 556 52 222 65 53
leaf_count=62 84 59 57 83 74 56 60 55 542 53 92 78 58 71 52 78 114 73 54 108 556 52 222 65 53
internal_value=0 0.000829442 0.000843677 0.000728436 0.000884896 0.000353803 0.000568256 0.00028274 0.000906622 0.000344592 0.000273638 0.000753662 0.000655776 0.000660863 0.000791892 0.000898 0.000959898 0.000891843 0.000884954 0.000912759 0.000855267 0.00081075 0.00078638 0.000816357 0.000852028
internal_weight=0 2571 2512 662 1850 340 188 256 1587 201 145 263 132 131 474 1525 265 187 1260 650 610 422 339 287 131
internal_count=2911 2571 2512 662 1850 340 188 256 1587 201 145 263 132 131 474 1525 265 187 1260 650 610 422 339 287 131
is_linear=0
shrinkage=0.0032998


Tree=9289
num_leaves=29
num_cat=0
split_feature=12 2 13 2 2 12 13 2 2 11 48 0 12 31 12 2 0 51 39 0 133 159 13 133 52 2 2 133
split_gain=6.68444 2.00119 1.65743 0.737448 0.702514 0.516535 0.476522 0.380977 0.357962 0.494725 0.282015 0.16235 0.150663 0.116717 0.116157 0.15569 0.175929 0.0971711 0.0942935 0.0932277 0.0874818 0.0856493 0.0806064 0.0739518 0.109375 0.0733927 0.0608379 0.0105618
threshold=0.056995000000000011 0.13501500000000002 -0.00027999999999999998 0.12681500000000004 -1.0000000180025095e-35 0.093125000000000013 1.0000000180025095e-35 0.10251500000000001 0.10100500000000003 0.07585500000000002 -0.024949999999999996 -0.024974999999999997 0.083865000000000009 -0.080884999999999985 0.103675 0.085665000000000005 -0.082234999999999989 -0.088764999999999983 0.085355000000000014 -0.14259999999999998 -0.081204999999999986 0.087360000000000007 0.080625000000000016 0.42957000000000006 0.41406000000000004 0.084045000000000022 0.091235000000000024 0.017095000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 13 8 10 -6 9 12 -4 -8 25 -1 20 -16 -17 -12 -5 -19 -7 26 23 24 -22 -2 -14 -18
right_child=1 -3 6 18 7 14 11 -9 -10 -11 17 -13 21 -15 15 16 27 19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00035513744658112326 0.0011078933510407375 0.00029655044550825672 0.00051319622458497133 2.6441629534173604e-05 0.00075218862120542791 0.00093188943251890761 0.00058093260618861562 0.00043382832827839468 0.00068945136618986695 0.0012079851310397367 0.00089521268458170268 0.00032945356946419645 0.00090333981811464782 0.000151014023362146 0.00061951802625714414 0.00092996925900239917 0.0006666458080230726 0.00079653574213171461 0.00020948684885785531 0.000630301001641414 0.00071422797388953575 0.00078884025573114976 0.00088978695785201173 0.00088379169323459439 0.00088721950189873369 0.0009311151029345509 0.00081364069286485514 0.00074587206930292382
leaf_weight=56 52 72 60 56 72 67 59 97 86 59 54 55 840 69 93 63 53 95 69 65 207 100 89 58 52 60 101 52
leaf_count=56 52 72 60 56 72 67 59 97 86 59 54 55 840 69 93 63 53 95 69 65 207 100 89 58 52 60 101 52
internal_value=0 0.000837934 0.000484558 0.000340473 0.00043079 0.000857099 0.000640064 0.00056967 0.000896857 0.000911544 0.000714888 0.000459914 0.000896345 0.000242743 0.000786745 0.000729603 0.000790334 0.000771273 0.000127764 0.000729223 0.000818201 0.000883706 0.000799353 0.000773852 0.000749096 0.00101351 0.00089375 0.000706217
internal_weight=0 2104 807 419 294 2032 388 169 1298 1212 274 114 1153 125 734 261 168 214 125 160 473 1041 406 317 259 112 941 105
internal_count=2911 2104 807 419 294 2032 388 169 1298 1212 274 114 1153 125 734 261 168 214 125 160 473 1041 406 317 259 112 941 105
is_linear=0
shrinkage=0.0032998


Tree=9290
num_leaves=31
num_cat=0
split_feature=1 15 13 1 124 150 0 15 1452 1 49 41 13 42 0 0 1 159 51 49 0 49 15 1 42 0 15 0 130 42
split_gain=4.9931 0.691206 0.668294 0.347255 0.418038 0.322601 0.213241 0.212876 0.202722 0.177654 0.166666 0.149295 0.126629 0.137092 0.128005 0.0972871 0.0949663 0.0898421 0.0795635 0.0624965 0.0840925 0.0620878 0.121491 0.0487985 0.0563506 0.0481842 0.0393811 0.0364674 0.0591324 0.0411157
threshold=0.10442000000000001 -0.26361999999999991 -0.36115499999999995 0.089455000000000021 -0.079729999999999981 1.0000000180025095e-35 -0.078244999999999995 -0.43091499999999999 0.084700000000000011 0.081540000000000015 -0.020454999999999997 0.075585000000000013 -0.040229999999999995 0.093535000000000021 -0.10071499999999999 0.040570000000000002 0.090905000000000014 0.10684 -0.034774999999999993 -0.066894999999999982 -0.11262999999999999 -0.00054499999999999991 -0.052984999999999997 0.095920000000000019 0.083120000000000013 -0.088659999999999989 0.092365000000000017 -0.073374999999999982 0.087625000000000022 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 2 2 2
left_child=3 7 -3 6 -5 12 8 17 11 15 -6 18 13 -4 -14 27 -12 -2 21 -20 -21 -1 -23 26 -25 -7 -18 -8 29 -29
right_child=1 2 5 4 10 25 9 -9 -10 -11 16 -13 14 -15 -16 -17 23 -19 19 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00075889585753344745 0.0003405262726449837 0.00014653831386389618 0.0007560200547829407 0.00033226786562252632 0.00048771638148489859 0.0004073495863361844 0.00059059765442056092 4.2892091179791678e-05 0.00053074337881945906 0.00082946195870976238 0.00055259697597270102 0.00089679243039474381 0.0003661613051380176 0.00051719226398149419 0.0005667992621013995 0.00051521080437739205 0.00078930506092825064 0.0001716968277039343 0.00064897730638563726 0.00085554261764082893 0.00073868545435179457 0.00071696597744507536 0.00050019153763435206 0.00059048749778342234 0.00073312766452060204 0.00026281345904801865 0.00067884340686503249 0.0005555147419292303 0.00075612691058305013 0.00067031182917953313
leaf_weight=52 86 74 56 54 66 53 97 64 55 53 64 63 57 52 94 76 83 59 81 77 897 63 54 81 54 52 75 52 68 133
leaf_count=52 86 74 56 54 66 53 97 64 55 53 64 63 57 52 94 76 83 59 81 77 897 63 54 81 54 52 75 52 68 133
internal_value=0 0.000358514 0.000433088 0.000686807 0.00060703 0.000491246 0.000707685 0.000202062 0.000729227 0.000647258 0.000642023 0.000737681 0.000554004 0.000641355 0.000491295 0.000624507 0.000670451 0.000272073 0.000729463 0.000740394 0.00074796 0.000661019 0.000617217 0.000696074 0.000647805 0.000336105 0.000737094 0.000648139 0.000670061 0.000638235
internal_weight=0 647 438 2298 477 364 1821 209 1342 479 423 1287 259 108 151 426 357 145 1224 1055 974 169 117 293 135 105 158 350 253 185
internal_count=2945 647 438 2298 477 364 1821 209 1342 479 423 1287 259 108 151 426 357 145 1224 1055 974 169 117 293 135 105 158 350 253 185
is_linear=0
shrinkage=0.0032998


Tree=9291
num_leaves=17
num_cat=0
split_feature=1 11 1375 11 52 1 15 3 16 52 39 51 15 41 16 49
split_gain=0.237204 0.126845 0.0918203 0.0721808 0.0717339 0.0665837 0.0954996 0.092812 0.0691487 0.0698675 0.0601141 0.0537575 0.113853 0.0587989 0.0509184 0.0444093
threshold=0.13276500000000002 0.093845000000000026 -0.083119999999999986 0.08326500000000002 -0.065394999999999995 0.096315000000000026 -0.032144999999999993 -0.0070649999999999992 0.060835000000000007 0.11262000000000001 0.0095750000000000019 -0.014214999999999998 -0.0080049999999999982 0.078150000000000011 0.16703000000000004 0.099620000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -2 11 8 -8 9 -7 -6 12 15 14 -13 -4
right_child=4 -3 3 -5 10 6 7 -9 -10 -11 -12 13 -14 -15 -16 -17
leaf_value=0.0002746895121200213 -0.0057848910659254616 -0.0018062651359045277 0.007220456870198828 0.010687767541790598 -0.0014618502673690134 -0.00031502920997447274 0.0039354648023072793 0.012556018247664532 0.0072324632894197379 0.0060622919118761744 0.0051121553563603719 0.0063686462260569105 -0.0012334678255063113 0.011366136764944423 0.0022329247187126084 0.0029413990135441471
leaf_weight=95 55 70 191 78 95 224 93 58 63 62 67 1442 87 64 91 110
leaf_count=95 55 70 191 78 95 224 93 58 63 62 67 1442 87 64 91 110
internal_value=0 0.00524583 0.00543223 0.0056227 -0.00052779 0.00546299 0.00371756 0.00725857 0.00218035 0.00106119 0.00124594 0.00590174 0.00411173 0.00633551 0.00612432 0.00566265
internal_weight=0 2728 2658 2563 217 2485 500 151 349 286 162 1985 388 1597 1533 301
internal_count=2945 2728 2658 2563 217 2485 500 151 349 286 162 1985 388 1597 1533 301
is_linear=0
shrinkage=0.16829


Tree=9292
num_leaves=20
num_cat=0
split_feature=1 0 3 1 3 123 1429 9 1 133 50 0 43 133 0 3 3 51 1
split_gain=0.164222 0.0902382 0.070381 0.0901757 0.0624681 0.0600579 0.0565177 0.0563672 0.0556831 0.182729 0.0599253 0.0593522 0.0556529 0.0632636 0.0588018 0.0546414 0.0405195 0.0277562 0.0274003
threshold=0.13276500000000002 -0.10462499999999998 0.10021000000000001 0.10198500000000001 0.13470000000000001 0.088610000000000008 0.083960000000000021 0.037245000000000007 0.10075500000000003 -1.0000000180025095e-35 0.067370000000000013 0.040570000000000002 -0.085079999999999975 0.23448500000000003 -0.10147999999999999 -0.085549999999999973 -0.082354999999999984 -0.032189999999999989 0.14516000000000004
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 18 7 8 11 -10 16 12 13 -1 -14 -8 -11 -17 -3
right_child=1 5 3 4 -6 -7 15 -9 9 10 -12 -13 14 -15 -16 17 -18 -19 -20
leaf_value=0.0078595085908075794 0.0056639742093137014 -0.0073279270792792738 -0.0036601191289181581 0.0075201400329976001 5.1501309937113084e-05 0.0022715295684636026 -0.0012794278261060651 0.0091659081247327939 -0.0065004723740088206 0.0059886556812533097 0.0094103401635561804 0.00094356813816793531 0.0073319864263640703 0.0025888016486825885 0.0042469938230394301 0.0069921313358258606 0.001292057126285403 0.0017103065911322937 -0.0020045229224819128
leaf_weight=358 52 54 68 66 62 53 87 83 52 86 54 97 208 80 1177 56 135 59 58
leaf_count=358 52 54 68 66 62 53 87 83 52 86 54 97 208 80 1177 56 135 59 58
internal_value=0 -0.000438968 0.00436379 0.00127875 0.00391655 -0.00237321 0.00460189 0.00483649 0.00467577 0.0026342 0.00436801 0.00502254 0.0052386 0.00690092 0.0047116 0.00188692 0.00312782 0.00429795 -0.00458721
internal_weight=0 217 2728 196 128 165 2532 2330 2247 327 275 1920 1823 438 1385 202 221 115 112
internal_count=2945 217 2728 196 128 165 2532 2330 2247 327 275 1920 1823 438 1385 202 221 115 112
is_linear=0
shrinkage=0.16829


Tree=9293
num_leaves=12
num_cat=0
split_feature=9 9 48 14 1375 0 4 12 2 2 51
split_gain=0.13728 0.139305 0.101471 0.0915379 0.0655136 0.0488414 0.0939933 0.0717294 0.0990499 0.0511564 0.0347384
threshold=0.094575000000000006 1.0000000180025095e-35 0.13991500000000004 -0.31108499999999994 -0.083119999999999986 -0.15445999999999996 0.11023000000000001 0.084130000000000024 0.083935000000000023 0.087765000000000024 -0.26637499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 9 8 -7 -6 -9
right_child=-2 -3 -4 4 5 7 -8 10 -10 -11 -12
leaf_value=-0.0022148635177147553 -0.005220869762572012 0.011028232115026248 -0.0036435435873895762 -0.00075336431177504823 0.0060553643281248308 -0.0013597178044488091 0.002499350130925801 0.0071484021526242647 0.0033729832675756365 0.013574551360737611 0.0039118253565533483
leaf_weight=78 52 68 58 93 53 178 97 101 419 52 1696
leaf_count=78 52 68 58 93 53 178 97 101 419 52 1696
internal_value=0 0.00348991 0.00330782 0.00345418 0.00361929 0.00377663 0.00630119 0.00356286 0.00195888 0.00979626 0.00409474
internal_weight=0 2893 2825 2767 2689 2596 202 2394 597 105 1797
internal_count=2945 2893 2825 2767 2689 2596 202 2394 597 105 1797
is_linear=0
shrinkage=0.16829


Tree=9294
num_leaves=28
num_cat=0
split_feature=1 1 155 2 2 2 14 475 39 147 10 49 160 2 2 43 1 43 48 480 133 131 2 43 43 133 2
split_gain=8.72878 1.65873 0.598146 0.580985 0.514002 0.342259 0.254572 0.238208 0.234348 0.206963 0.206636 0.187647 0.17274 0.134618 0.139853 0.132074 0.1328 0.106069 0.129064 0.105339 0.0983086 0.0803682 0.0778517 0.0411204 0.0157888 0.00818957 0.00215705
threshold=0.10442000000000001 0.13257000000000002 0.091145000000000018 0.10605000000000002 0.093320000000000014 -1.0000000180025095e-35 0.077140000000000014 -0.087769999999999987 0.055555000000000007 0.085530000000000009 -1.0000000180025095e-35 -0.047409999999999994 0.0065900000000000012 0.11098000000000001 0.10052500000000002 -0.18906999999999999 0.089455000000000021 -0.079714999999999994 0.093225000000000016 0.088005000000000014 0.083000000000000018 0.090495000000000006 0.13881000000000002 -0.073404999999999984 -0.073079999999999992 0.017095000000000003 0.10472500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 6 -2 7 -1 11 15 -3 -6 13 14 20 -9 19 -5 -19 -17 -13 -18 -12 -14 -7 -15 -16
right_child=1 10 -4 17 8 24 -8 9 -10 -11 22 12 23 25 26 16 21 18 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00065792398754275453 0.00044060129676607503 1.7160694852790996e-05 0.00086261920915719841 0.00023391787248975342 0.00062109142249849858 0.00079091452415879697 0.0010809859352540556 0.00073348321966558276 0.00059243122176215652 0.00068843343167872793 0.00030454066711626409 0.00068755293048412629 0.00097973020861734828 0.00066704335542724284 0.00093308413570499492 0.0009010214102503992 0.00079196851860641605 0.00047902078677548366 0.00027392264079366705 0.001056101662935612 0.00085631050734224026 0.0009184179184414694 0.00015484755500383079 0.00084878853875364787 0.00069801574670386851 0.00072757193220998324 0.00087922524350337683
leaf_weight=58 67 63 52 52 66 52 65 63 75 63 91 96 67 76 64 1009 209 99 52 53 67 81 67 54 52 75 57
leaf_count=58 67 63 52 52 66 52 65 63 75 63 91 96 67 76 64 1009 209 99 52 53 67 81 67 54 52 75 57
internal_value=0 0.000409765 0.000530148 0.000483828 0.000843775 0.000625819 0.000876495 0.000867818 0.000768569 0.000876031 0.000177555 0.00078975 0.000809708 0.000778507 0.000821538 0.000884359 0.000891363 0.000364045 0.000408624 0.000908794 0.000757136 0.000827409 0.000241286 0.000921585 0.000744804 0.000697341 0.000908004
internal_weight=0 647 426 374 2298 171 1601 1536 697 1478 221 622 556 435 284 1415 1352 203 151 1062 163 290 158 121 104 151 121
internal_count=2945 647 426 374 2298 171 1601 1536 697 1478 221 622 556 435 284 1415 1352 203 151 1062 163 290 158 121 104 151 121
is_linear=0
shrinkage=0.0032998


Tree=9295
num_leaves=22
num_cat=0
split_feature=52 3 133 15 42 14 3 16 160 13 13 2 52 13 52 16 16 13 42 129 52
split_gain=0.0636862 0.0705382 0.118809 0.13107 0.212738 0.0778723 0.0573697 0.0509593 0.0721088 0.0663557 0.0620504 0.104679 0.060702 0.154706 0.0925568 0.0584604 0.0595956 0.0468586 0.0412363 0.0404009 0.0330451
threshold=-0.53473999999999988 -0.12711499999999995 -0.059689999999999993 0.062230000000000008 0.083120000000000013 1.0000000180025095e-35 0.3148450000000001 -0.011349999999999997 -0.014774999999999998 -0.085349999999999995 -0.0012399999999999998 0.086115000000000011 -0.0087149999999999988 -0.086004999999999984 -0.070529999999999995 -0.052894999999999991 -0.04040499999999999 -0.077274999999999996 0.083725000000000008 0.10130500000000002 -0.068039999999999975
decision_type=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 6 7 12 9 -9 17 -12 13 -3 -15 19 -17 -10 -1 -14 -11
right_child=1 5 3 -5 -6 -7 -8 8 10 20 11 -13 15 14 -16 16 -18 -19 -20 -21 -22
leaf_value=0.0084211656508998162 0.0069829230798544341 0.0060562384477493266 0.00066508068451157543 0.0047982187323220233 -0.013211127360434654 -0.0030731750868264827 -0.00099678874369302033 0.011563556767611996 0.003694738020062825 0.002364495289251848 0.012058070505811522 0.0028211665131949552 0.0034918776532174649 0.0010093714294290015 -0.0071977618274933564 -0.0044119957305482028 0.0025639193322550577 -0.00048319881604183573 0.0029495415769754153 0.0083168937275716146 0.0064949841022941901
leaf_weight=100 55 88 78 57 52 56 86 59 162 79 52 107 1134 84 72 52 104 142 66 52 192
leaf_count=100 55 88 78 57 52 56 86 59 162 79 52 107 1134 84 72 52 104 142 66 52 192
internal_value=0 0.00285237 0.000100221 -0.0019145 -0.00487158 0.00311585 0.00325718 0.00341171 0.00451713 0.00642326 0.00315467 0.00585334 0.00285787 0.000407776 -0.00276702 0.003302 0.000227098 0.00173729 0.00625652 0.00370494 0.00529752
internal_weight=0 2763 242 187 130 2521 2465 2379 793 330 463 159 1586 244 156 1342 156 304 166 1186 271
internal_count=2929 2763 242 187 130 2521 2465 2379 793 330 463 159 1586 244 156 1342 156 304 166 1186 271
is_linear=0
shrinkage=0.16829


Tree=9296
num_leaves=31
num_cat=0
split_feature=1 12 39 4 159 1 12 9 1 49 1 0 1 4 484 1 4 0 52 1210 0 52 12 159 4 16 52 42 42 16
split_gain=10.1362 1.93282 1.50202 1.11871 0.787043 0.676118 0.358024 0.297702 0.258048 0.27434 0.245049 0.237104 0.229184 0.205345 0.163422 0.15771 0.251612 0.129201 0.118399 0.116828 0.0962599 0.177708 0.187971 0.110586 0.0958469 0.0736922 0.0634181 0.036035 0.0326023 0.0246242
threshold=0.10509 -1.0000000180025095e-35 0.0047850000000000011 0.27644500000000005 0.086140000000000008 0.088035000000000016 0.091545000000000015 -1.0000000180025095e-35 0.089895000000000017 -1.0000000180025095e-35 0.12200500000000002 -0.13619499999999998 0.12288500000000001 -0.050244999999999991 0.052175000000000006 0.079805000000000015 -0.080114999999999978 -0.076384999999999995 -0.015824999999999995 -0.08107499999999998 -0.15445999999999996 0.087005000000000013 0.084735000000000019 0.079875000000000015 -0.014854999999999998 -0.040874999999999995 0.11794500000000001 -0.065449999999999994 0.096275000000000013 -0.057034999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 6 4 12 -4 8 -2 19 -10 -5 -9 24 -11 15 17 -17 27 -13 -1 -21 23 -23 -22 -3 -18 28 -8 -19 -29
right_child=1 3 5 10 -6 -7 14 11 9 13 -12 18 -14 -15 -16 16 25 26 -20 20 21 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0011089477984567327 4.1031873634228864e-05 0.00096865218450730036 0.00078698003185800924 0.00045874764114209538 0.00037059901700178572 0.00031646031131735185 0.00084812966036805753 0.00011075210976640393 0.0006432894358763204 0.00077869178942586395 0.00018302085059943384 0.0002585340027530094 0.00063616739910824166 0.001051708010333311 0.00068906232895263938 0.0011141912270240921 0.00081081898087841087 0.00086255480629506779 0.00047559884448650588 0.0010739336765975738 0.0010033892011824597 0.00070219311495060615 0.00092441877943982625 0.00090352995614909266 0.00078343773737542645 0.00097373499692686427 0.00069336731011817763 0.00097454130250264792 0.00077024147023947666 0.0008756050205945829
leaf_weight=68 81 78 70 91 56 64 95 57 56 58 58 53 55 66 55 73 87 111 59 86 603 52 239 162 55 52 58 90 86 55
leaf_count=68 81 78 70 91 56 64 95 57 56 58 58 53 55 66 55 73 87 111 59 86 603 52 239 162 55 52 58 90 86 55
internal_value=0 0.00043307 0.000902156 0.000577415 0.000715133 0.000562517 0.000923288 0.000206019 0.000955047 0.000837064 0.000351654 0.000284887 0.000817572 0.000924291 0.00086531 0.000878971 0.000955575 0.000846091 0.000373195 0.000972569 0.000964418 0.000955465 0.000884829 0.000982289 0.000892325 0.000872019 0.000793216 0.000902124 0.000822434 0.000937257
internal_weight=0 643 2286 393 244 134 2152 250 1390 180 149 169 188 124 762 707 212 495 112 1210 1142 1056 291 765 133 139 255 240 197 145
internal_count=2929 643 2286 393 244 134 2152 250 1390 180 149 169 188 124 762 707 212 495 112 1210 1142 1056 291 765 133 139 255 240 197 145
is_linear=0
shrinkage=0.0032998


Tree=9297
num_leaves=24
num_cat=0
split_feature=4 12 1 4 1 0 1 14 11 12 457 1 16 483 52 151 0 12 51 43 0 1213 16
split_gain=1.89336 0.495494 0.336297 0.333564 0.171457 0.164879 0.142271 0.127682 0.107564 0.1197 0.174896 0.238547 0.0967783 0.084851 0.0999378 0.0806471 0.0774798 0.0877242 0.0696943 0.0628439 0.0611064 0.0527291 0.0380863
threshold=0.27420500000000009 -1.0000000180025095e-35 0.14684500000000003 -0.011209999999999999 0.11206000000000001 -0.10028499999999999 0.093575000000000019 -0.10523499999999998 0.080705000000000013 0.091290000000000024 0.064110000000000014 0.083065000000000014 -0.48652999999999996 0.088995000000000005 0.086065000000000016 -0.063719999999999985 -0.072924999999999976 0.094115000000000018 -0.034094999999999993 -0.065749999999999989 -0.05461499999999999 0.0017200000000000004 -0.095264999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 -1 8 -6 -5 -2 9 10 13 -12 15 14 -3 -9 21 -18 -10 -19 -7 22 -11
right_child=2 4 -4 6 5 20 -8 12 18 16 11 -13 -14 -15 -16 -17 17 19 -20 -21 -22 -23 -24
leaf_value=0.00018248601455459282 0.00037352041103215109 0.00055134926410710437 -1.9117495263960356e-05 0.00052943474931494143 0.00023395025552853214 0.0005377625177128845 0.00033348274672566857 0.0001655672577001465 0.00068600003138043208 0.00056368083577755708 0.00052676430988264286 0.0002186231403538426 9.0918051525491555e-05 0.00041715163558586691 0.00048398217865533731 0.00032108598179975795 0.00028888067552653449 0.00051760120342656272 0.00051129473830363386 0.00039912488311113885 0.00038529311125567762 0.00038160320944507592 0.0004793816013929757
leaf_weight=98 75 736 58 78 54 55 87 64 53 78 59 52 53 83 374 88 53 78 52 147 66 53 335
leaf_count=98 75 736 58 78 54 55 87 64 53 78 59 52 53 83 374 88 53 78 52 147 66 53 335
internal_value=0 0.000471797 0.000209012 0.000335601 0.000487168 0.000386915 0.000426328 0.000256394 0.0004953 0.000489925 0.000509213 0.000382727 0.000213371 0.000520953 0.000528683 0.000255836 0.00045607 0.000411602 0.000599815 0.000440353 0.000454889 0.000482522 0.000495388
internal_weight=0 2591 338 263 2328 175 165 280 2153 2048 1304 111 205 1193 1110 152 744 278 105 225 121 466 413
internal_count=2929 2591 338 263 2328 175 165 280 2153 2048 1304 111 205 1193 1110 152 744 278 105 225 121 466 413
is_linear=0
shrinkage=0.0032998


Tree=9298
num_leaves=11
num_cat=0
split_feature=1 156 11 0 3 14 0 52 1375 12
split_gain=0.0774965 0.0626953 0.0747755 0.0723524 0.0694172 0.053945 0.0500036 0.111912 0.0488391 0.0387457
threshold=0.14684500000000003 0.11659000000000001 0.093525000000000011 0.10923000000000001 -0.15500999999999998 0.064610000000000015 -0.13165999999999997 0.087525000000000006 -0.083119999999999986 0.093815000000000023
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 -6 -8 -3
right_child=-2 9 -4 -5 5 -7 8 -9 -10 -11
leaf_value=-0.0013718529144364398 -0.0014491772572042302 0.010560925625994222 -0.0025678360623589088 0.0080285954721599148 0.0001101106826778669 -0.0013612349755141144 0.008728757981622608 0.008578394071957221 0.0038331281021707604 0.0042501901401661548
leaf_weight=83 88 58 57 100 246 61 60 54 2067 55
leaf_count=83 88 58 57 100 246 61 60 54 2067 55
internal_value=0 0.00360732 0.0034452 0.0035742 0.00340024 0.00356016 0.00368459 0.00164039 0.00397207 0.00750523
internal_weight=0 2841 2728 2671 2571 2488 2427 300 2127 113
internal_count=2929 2841 2728 2671 2571 2488 2427 300 2127 113
is_linear=0
shrinkage=0.16829


Tree=9299
num_leaves=18
num_cat=0
split_feature=15 3 123 49 3 3 447 3 1429 15 3 150 1429 403 43 484 3
split_gain=6.92772 2.99742 1.46659 0.418583 0.327342 0.642778 0.297988 0.28631 0.237102 0.218257 0.292264 0.191053 0.168912 0.144679 0.142963 0.0905227 0.0334861
threshold=-0.24211499999999997 0.10766000000000002 1.0000000180025095e-35 0.12001000000000002 0.28833000000000003 0.12745000000000004 0.085135000000000016 0.35004500000000011 0.082890000000000005 1.0000000180025095e-35 -0.14719499999999996 0.085360000000000005 0.087765000000000024 0.068400000000000002 -0.0068849999999999996 0.084780000000000008 -0.076289999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 6 5 -3 8 14 9 13 -11 -4 15 -2 -1 -10 -5
right_child=1 4 11 16 -6 -7 -8 -9 12 10 -12 -13 -14 -15 -16 -17 -18
leaf_value=0.00025344690078969631 0.00088771278998101715 0.00028996866189578844 0.00066157848310984901 0.00076583238217532257 0.00024532125035542373 0.00079138334916167721 0.00068157553793703619 6.8133484607491105e-05 0.0012036950034767259 0.0011690757231691813 0.00093125192248581649 0.00041689458215855586 0.00091483935284749122 0.00073969345553933133 0.00043215911478475271 0.0010203814234785314 0.00064081376705385322
leaf_weight=100 841 55 103 53 62 57 58 53 60 61 985 54 87 82 98 67 53
leaf_count=100 841 55 103 53 62 57 58 53 60 61 985 54 87 82 98 67 53
internal_value=0 0.000857915 0.00088703 0.000907711 0.000438721 0.000545467 0.000917347 0.000284374 0.000923595 0.000912099 0.000945155 0.000577644 0.0010292 0.000874601 0.000342078 0.00110726 0.000703655
internal_weight=0 2678 2504 2347 174 112 2241 251 2183 1969 1046 157 214 923 198 127 106
internal_count=2929 2678 2504 2347 174 112 2241 251 2183 1969 1046 157 214 923 198 127 106
is_linear=0
shrinkage=0.0032998


Tree=9300
num_leaves=24
num_cat=0
split_feature=2 30 2 2 1452 51 12 132 132 50 4 4 160 49 47 13 4 16 16 50 47 16 2
split_gain=0.164319 0.161964 0.0965655 0.123473 0.110076 0.10578 0.0843486 0.0801614 0.0758209 0.0744372 0.0677938 0.1313 0.0440984 0.0580363 0.0551631 0.0595151 0.0459013 0.0439709 0.0634853 0.0427011 0.043194 0.0388174 0.0149882
threshold=0.10859000000000001 0.085185000000000025 0.081935000000000022 -0.10238999999999998 0.087675000000000017 -0.17370999999999998 0.085655000000000023 0.0038750000000000004 0.096880000000000008 0.11724000000000001 -0.34140499999999996 -0.098074999999999982 0.0012900000000000001 -0.032624999999999994 0.11646500000000001 0.00029500000000000007 -0.037689999999999994 -0.11082499999999999 0.057265000000000003 0.10321000000000001 0.090515000000000026 -0.013049999999999997 0.099345000000000017
decision_type=2 2 2 2 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 21 10 -9 19 22 -12 13 -2 15 17 -17 -15 -19 20 -8 -5 -7
right_child=12 -3 4 6 -6 7 9 8 -10 -11 11 -13 -14 14 -16 16 -18 18 -20 -21 -22 -23 -24
leaf_value=0.00065248127549020953 -0.0029091294192263913 -0.0029876677505215007 0.011039992131910587 0.0083672270812800639 0.010871269964151799 0.0089622210447709832 0.0073694550036556864 0.010940269594984633 0.0028500062286662695 0.012425471455977461 -0.0053687211599437379 0.0031117113357318001 0.0049480614512767331 0.0068608927561834366 -0.0033905685496453987 0.0028407462090194566 -0.0034430362564730936 -0.0015430393649191838 0.0052857948538565375 0.0010815071679129327 0.0030849005196221376 0.014750599936095257 0.0049275801267367834
leaf_weight=89 95 78 55 56 65 59 267 76 59 52 54 1146 87 92 53 62 70 70 85 52 91 56 52
leaf_count=89 95 78 55 56 65 59 267 76 59 52 54 1146 87 92 53 62 70 70 85 52 91 56 52
internal_value=0 0.00453606 0.00480014 0.00650706 0.00407634 0.00378089 0.0074117 0.00350354 0.00741783 0.00639854 0.00309909 0.00272859 0.00143357 0.000849972 0.00168078 0.00239471 -0.000477952 0.00393717 0.00219021 0.00562976 0.00628538 0.011575 0.0070883
internal_weight=0 2307 2229 663 1566 1501 574 1446 135 462 1311 1200 614 527 432 379 132 247 155 410 358 112 111
internal_count=2921 2307 2229 663 1566 1501 574 1446 135 462 1311 1200 614 527 432 379 132 247 155 410 358 112 111
is_linear=0
shrinkage=0.16829


Tree=9301
num_leaves=21
num_cat=0
split_feature=48 0 9 4 447 2 1452 0 12 1 4 1 0 50 50 401 2 4 1 48
split_gain=0.144061 0.156971 0.142365 0.126302 0.120073 0.107451 0.114484 0.100357 0.110992 0.108707 0.135224 0.0997397 0.0822702 0.0703643 0.0488924 0.0498127 0.0488514 0.0352269 0.0331026 0.0186502
threshold=0.093225000000000016 -0.05226999999999999 -1.0000000180025095e-35 0.25367000000000006 0.091410000000000005 0.081935000000000022 0.087675000000000017 -0.037444999999999992 0.085425000000000015 0.087545000000000026 0.41696500000000003 0.085550000000000015 -0.060094999999999989 0.11515000000000002 0.098445000000000019 0.078330000000000025 0.10584500000000001 -0.012569999999999998 0.081540000000000015 0.10713500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 17 5 11 7 9 16 12 -11 -4 -7 14 15 -13 -9 -2 -10 -19
right_child=1 -3 4 -5 -6 6 -8 8 18 10 -12 13 -14 -15 -16 -17 -18 19 -20 -21
leaf_value=-0.0032845682976675073 0.0073320736947491919 -0.0076594290821952044 0.012399520724222773 -0.005694899879800981 -0.0034879876573591074 0.0035318955183287547 0.0099021879445449559 0.013248708790111904 -0.00029717680447513312 -0.0039714978028280567 0.0041777681704663477 0.0058192166138325858 -0.0030466914291389785 0.010529523971047087 -0.00027759403110946785 0.0003713293057718712 0.0062958732491272809 0.00076703613566924777 0.0053669750369443447 0.0045938672363125431
leaf_weight=81 53 63 62 52 61 1234 74 63 55 142 97 387 56 64 52 55 55 94 61 60
leaf_count=81 53 63 62 52 61 1234 74 63 55 142 97 387 56 64 52 55 55 94 61 60
internal_value=0 -0.000120349 0.00364796 0.00170655 0.00387168 0.00405513 0.0034063 0.00313262 0.00638367 0.0026339 -0.000656538 0.00597464 0.00324492 0.00525755 0.0045709 0.00514538 0.0100232 0.00357452 0.0026659 0.00226968
internal_weight=0 322 2599 259 2518 2457 1837 1763 234 1529 239 620 1290 558 494 442 118 207 116 154
internal_count=2921 322 2599 259 2518 2457 1837 1763 234 1529 239 620 1290 558 494 442 118 207 116 154
is_linear=0
shrinkage=0.16829


Tree=9302
num_leaves=27
num_cat=0
split_feature=3 3 43 2 42 2 13 4 16 0 3 15 0 16 15 0 4 3 123 0 0 13 3 12 132 13
split_gain=3.21669 1.58983 0.601201 0.558402 0.445207 0.359792 0.193697 0.164339 0.153736 0.130135 0.123229 0.359204 0.157782 0.112934 0.0860147 0.104155 0.163245 0.0849339 0.0863356 0.0750269 0.0741473 0.0732164 0.0672492 0.064058 0.0490016 0.0324881
threshold=-0.06533499999999999 0.30863500000000005 -0.051834999999999992 0.11366500000000002 -1.0000000180025095e-35 0.10869000000000002 -0.007069999999999999 0.071150000000000005 0.39813000000000004 -0.10594499999999998 -0.14186499999999996 0.039965000000000007 -0.063204999999999983 -0.061714999999999992 0.025430000000000005 -0.23066499999999998 -0.00076499999999999995 -0.015979999999999998 0.085810000000000011 -0.11167499999999998 -0.096849999999999978 -0.00045499999999999995 -0.092319999999999985 -0.010419999999999997 -1.0000000180025095e-35 0.091815000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 -2 14 17 10 -5 -9 11 25 20 -7 15 -4 -17 -6 -19 -3 -12 22 -22 -18 -23 -1
right_child=1 19 5 8 6 13 -8 9 -10 -11 12 -13 -14 -15 -16 16 23 18 -20 -21 21 24 -24 -25 -26 -27
leaf_value=0.00063395939657714777 0.00065325668431000174 0.00017727543842372453 0.00048725177147019373 0.00039847108662566493 0.00048489421306351549 0.0005355415858460165 0.00016304784470359826 0.00069868014347790439 0.00061410045278100097 0.00050000295429561132 0.00061115055457357096 0.0010248672663731614 0.00056139761279130386 0.00036367913874586907 0.0007644006468905505 0.00055532090484064608 0.00065676724901838214 0.00041930882192002246 0.00024007962522514634 1.0916754475543342e-05 0.00083296135342503046 0.0007550331178260419 0.00072659021725153311 0.00081972820782529 0.00063899096257727557 0.00075500126211265552
leaf_weight=54 58 68 53 80 61 96 58 76 68 72 73 55 77 77 58 100 55 61 59 53 74 57 1087 58 177 56
leaf_count=54 58 68 53 80 61 96 58 76 68 72 73 55 77 77 58 100 55 61 59 53 74 57 1087 58 177 56
internal_value=0 0.000457411 0.000511118 0.000693651 0.000393292 0.000581458 0.000330057 0.000709234 0.000497782 0.000602264 0.000718471 0.00080577 0.000709125 0.000459252 0.000646602 0.000620784 0.000653845 0.000383379 0.000331481 0.000104699 0.00071685 0.000722356 0.0007334 0.000740723 0.000667408 0.000695901
internal_weight=0 915 794 2006 297 497 239 1858 148 148 1710 165 1545 173 324 266 213 181 120 121 1468 1395 1161 113 234 110
internal_count=2921 915 794 2006 297 497 239 1858 148 148 1710 165 1545 173 324 266 213 181 120 121 1468 1395 1161 113 234 110
is_linear=0
shrinkage=0.0032998


Tree=9303
num_leaves=27
num_cat=0
split_feature=1 1 52 52 14 123 42 0 15 0 1 1375 1 52 51 0 51 159 1 15 1 52 15 0 52 15
split_gain=4.95786 0.921492 0.555095 0.335278 0.319201 0.297361 0.173716 0.134692 0.130456 0.128402 0.158652 0.108364 0.104479 0.167082 0.113007 0.0993083 0.0687954 0.0795654 0.0674863 0.084394 0.0659508 0.0542043 0.0759934 0.0507595 0.0216523 0.0100236
threshold=0.10331000000000003 0.13276500000000002 -0.41694999999999993 0.14873500000000003 0.064610000000000015 1.0000000180025095e-35 0.081605000000000025 -0.071299999999999988 -0.2987999999999999 -0.096849999999999978 0.087545000000000026 -0.067914999999999989 0.081540000000000015 0.10096500000000001 -0.017084999999999999 -0.05226999999999999 0.116525 0.10960000000000002 0.12040000000000002 -0.043134999999999993 0.14602500000000004 0.10460500000000002 -0.095584999999999989 -0.072374999999999981 -0.023474999999999996 -0.063834999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 5 7 18 9 20 10 21 -11 13 15 -14 25 17 -13 19 24 -3 22 -1 -8 -4 -9
right_child=1 8 3 -5 -6 -7 23 12 -10 11 -12 16 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.0006725696873214165 0.00074186977842087554 0.00021423361161507047 0.00038259473760258664 0.00067526472532247511 0.0009139079999311104 0.00050170659540467824 0.00042872342416975823 0.00064257063330686655 0.00030913155912141999 0.00089011597984969425 0.00053186525333809363 0.00074659445977791014 0.00064863510968703685 0.0005022817766720493 0.00085793111562259237 0.00075428027978797704 0.0006143250327456921 0.00061083632857313985 0.00024137798413305614 0.00027555793209346931 5.7971960049520755e-05 0.00061268222506943111 0.00081728364190563198 0.00057631156160451119 0.00047785997553270076 0.00056686825952602913
leaf_weight=91 74 70 64 53 86 75 54 54 101 54 75 1200 64 86 54 99 52 52 57 64 52 52 78 54 54 52
leaf_count=91 74 70 64 53 86 75 54 54 101 54 75 1200 64 86 54 99 52 52 57 64 52 52 78 54 54 52
internal_value=0 0.000396312 0.000478672 0.000429893 0.000715391 0.000707389 0.000392314 0.000714849 0.000221093 0.000728317 0.000664889 0.000742116 0.000660301 0.000625951 0.000744713 0.000677659 0.00073596 0.000740984 0.000342219 0.000373608 0.000147919 0.000709873 0.000739569 0.000502844 0.000426489 0.000605766
internal_weight=0 697 474 400 2224 2138 347 2063 223 1654 296 1358 409 291 118 205 1304 1252 239 182 122 221 169 108 118 106
internal_count=2921 697 474 400 2224 2138 347 2063 223 1654 296 1358 409 291 118 205 1304 1252 239 182 122 221 169 108 118 106
is_linear=0
shrinkage=0.0032998


Tree=9304
num_leaves=16
num_cat=0
split_feature=3 1453 13 41 13 11 43 3 4 2 42 42 151 2 13
split_gain=0.206198 0.103791 0.0906865 0.0771713 0.0881543 0.194291 0.140617 0.132576 0.13164 0.14024 0.102283 0.162351 0.0939735 0.0750152 0.0657874
threshold=0.31966500000000003 -0.077554999999999985 0.27020000000000005 0.088100000000000012 -0.014549999999999999 1.0000000180025095e-35 -0.048179999999999994 0.11745500000000002 -0.081929999999999989 0.084745000000000015 -1.0000000180025095e-35 0.088125000000000023 -0.010059999999999998 0.10362500000000001 -0.070004999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 8 10 12 9 -3 13 -12 -8 -6 -10
right_child=-2 2 -4 -5 6 -7 7 -9 14 -11 11 -13 -14 -15 -16
leaf_value=0.009536524358626973 -0.0044874462765197532 0.0046384829457917949 0.010226071378666631 -0.0015937833505552995 0.0035787541683734059 0.014403816811959371 0.0099064039833789679 -0.002483074416736774 0.0041291937983472483 -0.0049163318417604854 -0.0076517858218338938 0.0031765922402666215 0.0040256327950808834 -0.0031505938183440736 0.0070930055426959033
leaf_weight=89 86 87 59 80 225 55 90 78 931 87 94 67 556 59 278
leaf_count=89 86 87 59 80 225 55 90 78 931 87 94 67 556 59 278
internal_value=0 0.00386772 0.00368334 0.00353901 0.0036972 0.0045812 0.00260825 0.00405545 0.00418927 -0.000128599 0.000249667 -0.00313441 0.00484772 0.00217443 0.00481218
internal_weight=0 2835 2746 2687 2607 1438 1169 724 1383 174 445 161 646 284 1209
internal_count=2921 2835 2746 2687 2607 1438 1169 724 1383 174 445 161 646 284 1209
is_linear=0
shrinkage=0.16829


Tree=9305
num_leaves=28
num_cat=0
split_feature=1 3 39 4 43 4 13 1 3 12 2 3 12 3 3 399 12 4 4 131 3 151 160 43 4 43 4
split_gain=5.88476 1.12184 0.621978 0.480529 0.361084 0.355356 0.340514 0.318609 0.303632 0.373771 0.213904 0.197899 0.191479 0.188735 0.15351 0.116644 0.101728 0.105518 0.147648 0.101506 0.0968942 0.0589076 0.0472885 0.0654739 0.046047 0.0257076 0.0236742
threshold=0.10398500000000001 -0.036264999999999992 0.0039300000000000003 0.41377500000000006 -0.025079999999999995 -0.031159999999999997 -0.0088749999999999992 0.088035000000000016 0.28833000000000003 -0.053404999999999987 0.10573500000000001 -0.15755 0.10383500000000001 0.092005000000000017 -0.12077499999999998 0.087985000000000022 0.089735000000000023 -0.00090499999999999988 0.0040650000000000009 0.091295000000000015 0.12168500000000002 -0.089594999999999994 0.0034400000000000008 -1.0000000180025095e-35 -0.0042499999999999994 -0.076504999999999976 -0.068809999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 10 6 11 -3 -4 20 -10 19 -1 15 14 -7 22 17 21 -19 -2 -6 -16 23 -13 -18 -26 -14
right_child=1 4 7 -5 8 13 -8 -9 9 -11 -12 12 26 -15 16 -17 24 18 -20 -21 -22 -23 -24 -25 25 -27 -28
leaf_value=0.0011614962263993924 0.0010365420308976892 0.00047221625462061866 0.00087657923137594298 0.00051704643048411793 0.00059329677053084583 0.00075307293444085372 0.00014352380972358696 0.0005534517081397292 0.00064651274976917222 0.00026429417755891694 0.00070871937658720057 0.0010096438940116433 0.00079953807881987394 0.00073241751937979489 0.00084208044410365081 0.0011372784587865014 0.00096067236864405797 0.0011560512579422944 0.00096490226950068892 0.00083724248723853313 0.00077799980083145977 0.00095496112326528529 0.0010780633349474489 0.00094836471083824096 0.00079492060805691359 0.00088580852426073365 0.00090960243636018976
leaf_weight=82 60 103 77 63 73 53 52 60 52 61 73 584 53 59 73 71 78 68 142 58 58 231 78 324 57 149 52
leaf_count=82 60 103 77 63 73 53 52 60 52 61 73 584 53 59 73 71 78 68 142 58 58 231 78 324 57 149 52
internal_value=0 0.000596718 0.000951989 0.000768381 0.000487351 0.000965754 0.000362173 0.000735321 0.000566725 0.000440494 0.000851097 0.0010023 0.00099104 0.000915749 0.000928418 0.00100458 0.000940019 0.000968485 0.00102697 0.00093888 0.000675343 0.000927971 0.000994991 0.000987817 0.000888376 0.000860831 0.000854382
internal_weight=0 653 2291 254 399 2154 155 137 244 113 191 1244 1162 910 851 1057 798 514 210 118 131 304 986 908 284 206 105
internal_count=2944 653 2291 254 399 2154 155 137 244 113 191 1244 1162 910 851 1057 798 514 210 118 131 304 986 908 284 206 105
is_linear=0
shrinkage=0.0032998


Tree=9306
num_leaves=26
num_cat=0
split_feature=1 4 39 2 2 1 4 1 2 151 0 11 0 0 14 52 1 133 399 133 51 0 42 133 52
split_gain=5.88939 1.05249 0.726588 0.723321 1.09999 0.535368 0.418278 0.406746 0.378771 0.327763 0.231161 0.255151 0.18794 0.159406 0.144296 0.113417 0.117281 0.105114 0.0874942 0.0804169 0.0789221 0.0675303 0.0589583 0.0583756 0.012672
threshold=0.10398500000000001 -0.37626499999999991 0.0039300000000000003 1.0000000180025095e-35 -1.0000000180025095e-35 0.088035000000000016 0.00059000000000000014 0.083250000000000005 -0.13746499999999998 -0.086249999999999979 0.12503500000000004 1.0000000180025095e-35 -0.12259499999999998 -0.11327499999999999 -0.23083499999999998 0.024870000000000003 0.13654500000000003 0.085730000000000015 0.087985000000000022 0.096875000000000017 0.089215000000000017 -0.18713499999999997 0.09087000000000002 0.081310000000000007 -0.070529999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 8 -4 9 13 -3 17 11 18 -9 -8 -5 16 21 -1 20 23 -11 -16 -6 -15 -23
right_child=1 3 5 14 22 -7 7 12 -10 10 -12 -13 -14 19 15 -17 -18 -19 -20 -21 -22 24 -24 -25 -26
leaf_value=0.00080704073101817164 0.0010708365721873617 0.00072222335681859998 0.00095760823499130298 0.00064275080143045096 0.0010389529788597666 0.00053989599007847546 0.0011328963622127199 0.00061325739362185232 0.00034716334615040619 0.0010421042597079195 0.00084124232509638869 0.0012409774317681393 0.00088976221935294802 0.00092817219127723581 0.00065378041677051455 0.00033764812198826196 0.00037735418989290966 0.00099346292478270123 0.0011653927424423219 0.00085259982811211675 0.0011303190124777641 0.0005488401074283494 0.00088883097649993708 0.0010520270514715511 0.00046963235567227537
leaf_weight=76 60 55 77 76 63 60 70 53 64 1222 52 90 57 94 54 52 55 64 83 70 133 53 63 90 58
leaf_count=76 60 55 77 76 63 60 70 53 64 1222 52 90 57 94 54 52 55 64 83 70 133 53 63 90 58
internal_value=0 0.000653578 0.001009 0.0006113 0.000748967 0.000774926 0.00102387 0.000931591 0.000520806 0.00104713 0.00106081 0.00106826 0.000756857 0.000990806 0.000514278 0.000478252 0.000511325 0.000892514 0.00105743 0.000951508 0.00105079 0.000555769 0.000964172 0.000988945 0.00050777
internal_weight=0 653 2291 593 245 137 2154 434 119 1720 1580 1528 110 324 348 272 220 140 1438 254 1355 165 126 184 111
internal_count=2944 653 2291 593 245 137 2154 434 119 1720 1580 1528 110 324 348 272 220 140 1438 254 1355 165 126 184 111
is_linear=0
shrinkage=0.0032998


Tree=9307
num_leaves=24
num_cat=0
split_feature=3 3 4 2 123 0 4 2 49 14 12 12 12 399 15 15 2 12 2 0 3 42 2
split_gain=6.48533 1.77246 1.1385 0.613364 0.447177 0.392199 0.386938 0.308738 0.285142 0.251361 0.228993 0.199127 0.157797 0.157556 0.152125 0.108607 0.102028 0.09107 0.150705 0.0823182 0.0735738 0.0626319 0.0619775
threshold=-0.049204999999999992 0.28833000000000003 0.31392000000000003 0.123795 0.080635000000000012 -0.11825999999999999 0.0060300000000000015 0.10859000000000001 0.085350000000000023 0.077140000000000014 -0.053404999999999987 0.082165000000000016 0.10888000000000002 0.087985000000000022 -1.0000000180025095e-35 -0.075094999999999981 0.10274500000000002 0.093065000000000009 0.097300000000000011 -0.083619999999999986 -0.079574999999999993 0.10254000000000001 0.090215000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 7 -4 9 8 14 11 -3 -1 15 17 -2 20 -6 18 -13 -16 -8 -19 -17
right_child=1 10 5 -5 16 -7 12 -9 -10 -11 -12 13 -14 -15 19 22 -18 21 -20 -21 -22 -23 -24
leaf_value=0.00080980999772537496 0.00073820971190140304 0.00042667230015933327 0.0006604412972283512 0.00072944530357484127 0.00069460078534809967 0.00032353866015563285 0.0010573157493658379 0.00067207472529985548 0.0010830365943573636 0.0012458484334537075 0.00014523881687482677 0.0010401357892312413 0.00073063805524412224 0.0011635588120979745 0.0010180390658358946 0.00079018081623206244 0.00050947538286196502 0.00099681590695997291 0.00085384965903975772 0.00083912749023414544 0.00089535398048378194 0.00090551763016610116 0.00092993724509442299
leaf_weight=52 99 62 64 96 87 93 89 91 68 54 65 980 53 83 52 69 55 352 52 71 53 121 83
leaf_count=52 99 62 64 96 87 93 89 91 68 54 65 980 53 83 52 69 55 352 52 71 53 121 83
internal_value=0 0.000641214 0.00070808 0.000988571 0.000782155 0.000461099 0.00100074 0.000841326 0.000894314 0.00102146 0.000282909 0.00101405 0.000899501 0.00102072 0.000836348 0.000929823 0.000623145 0.00101281 0.00103078 0.000915051 0.000997113 0.000973535 0.000866727
internal_weight=0 807 680 2137 523 157 2041 381 290 1694 127 1640 347 1588 222 294 142 1505 1032 123 142 473 152
internal_count=2944 807 680 2137 523 157 2041 381 290 1694 127 1640 347 1588 222 294 142 1505 1032 123 142 473 152
is_linear=0
shrinkage=0.0032998


Tree=9308
num_leaves=23
num_cat=0
split_feature=12 12 2 16 16 48 4 156 16 16 399 16 481 2 15 41 11 1 457 51 16 4
split_gain=0.099084 0.123245 0.093998 0.090348 0.145645 0.0900695 0.0987847 0.083878 0.105739 0.138898 0.0827114 0.0724328 0.0684396 0.0595715 0.0832053 0.0538271 0.101518 0.0534178 0.0407353 0.0424428 0.0386392 0.0305641
threshold=0.083865000000000009 -0.22686499999999998 -0.080859999999999974 -0.090344999999999995 -0.076029999999999986 0.081520000000000023 -0.047714999999999987 0.083125000000000018 -0.0088649999999999996 0.11702000000000001 0.087985000000000022 -0.13800499999999996 -0.089024999999999979 0.090640000000000012 -0.049344999999999993 0.081500000000000017 0.080455000000000013 0.092845000000000025 0.035070000000000011 0.096130000000000007 -0.50720999999999983 -0.0086549999999999978
decision_type=2 2 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 -7 8 -6 -10 12 13 -4 -3 20 16 18 -9 19 -14 -15 -8
right_child=2 3 10 4 5 6 21 17 9 -11 -12 -13 15 14 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.011192125334445415 0.013177134808194204 0.00090686685643720781 0.011690929942231009 -0.0062190686152834712 0.0043571070227838267 0.011917000103583793 0.0062923524989768349 0.0073840975142933484 -0.010098594926325715 0.0018458234718118185 0.010657019932818427 0.010744569860236841 0.0057805894071829705 0.0067767794194175989 0.011687511391715189 9.4768563814496973e-05 0.011281097749409288 0.00088342794455143641 0.0016653953154532443 0.0025340310041153877 0.0005967451272614171 0.0010482631205090333
leaf_weight=63 52 90 52 53 62 56 58 76 57 53 99 65 1450 58 55 52 86 69 83 126 58 71
leaf_count=63 52 90 52 53 62 56 58 76 57 53 99 65 1450 58 55 52 86 69 83 126 58 71
internal_value=0 0.00398854 0.00608762 0.00347138 0.00216001 0.00304824 0.00600178 0.0013189 -0.00118638 -0.00432722 0.00589745 0.0056984 0.00564164 0.00443481 0.00628112 0.00546559 0.0056246 0.00430307 0.0053303 0.00552217 0.00370225 0.00342
internal_weight=0 944 2000 881 555 502 185 317 172 110 1948 326 1849 261 171 1797 1745 145 1659 1576 116 129
internal_count=2944 944 2000 881 555 502 185 317 172 110 1948 326 1849 261 171 1797 1745 145 1659 1576 116 129
is_linear=0
shrinkage=0.16829


Tree=9309
num_leaves=28
num_cat=0
split_feature=12 12 10 15 151 48 14 12 457 15 11 0 15 12 0 15 0 1211 42 159 1427 472 1212 12 0 51 133
split_gain=4.95106 1.36506 1.01515 0.914766 0.653142 0.68987 0.593446 0.530997 0.428273 0.304045 0.687551 0.290592 0.247302 0.215722 0.213659 0.130059 0.11106 0.10125 0.0920297 0.0876652 0.10036 0.0958445 0.0614496 0.126587 0.0761648 0.0592863 0.0656872
threshold=0.056995000000000011 0.13936000000000001 -0.089679999999999982 -0.24511999999999998 -0.06189999999999999 0.10057500000000001 -0.10523499999999998 0.094435000000000005 0.083925000000000013 1.0000000180025095e-35 0.074925000000000005 -0.11471499999999998 -0.095814999999999997 -1.0000000180025095e-35 0.035525000000000008 -0.17840999999999999 -0.037444999999999992 0.083495000000000014 -0.097789999999999988 0.087360000000000007 1.0000000180025095e-35 -1.0000000180025095e-35 0.083290000000000017 0.086365000000000011 -0.082689999999999986 -0.40444499999999994 0.081310000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 -1 6 8 12 -4 9 -5 11 17 -2 -6 -14 15 -9 -15 22 -17 20 21 -13 24 -24 -11 -20 -27
right_child=1 -3 3 4 5 -7 -8 14 -10 10 -12 19 13 16 -16 18 -18 -19 25 -21 -22 -23 23 -25 -26 26 -28
leaf_value=0.00031068154845211157 0.00082149379478994216 0.00059894568906393463 0.00078900321164827967 0.00050814271088347161 0.0011212598095443251 0.00062164372666970451 0.00038426972055861117 0.0008196224007822868 0.00083202117776633232 0.0011736078423022437 0.0015113989619328068 0.001248738466064937 0.00079703081950668105 0.00091057803763857996 0.0011859572023784236 0.0011080062449616178 0.001095381853089011 0.0012394168570148819 0.00088119932883259932 0.00097997345793804326 0.00095488830300575426 0.0010928843338118149 0.0009256422998686365 0.0011402863033902785 0.0010867967886636768 0.00095019129160825834 0.0010391941623948389
leaf_weight=53 54 69 71 86 97 72 90 56 94 233 55 52 95 77 59 68 73 81 71 93 54 413 58 69 250 222 179
leaf_count=53 54 69 71 86 97 72 90 56 94 233 55 52 95 77 59 68 73 81 71 93 54 413 58 69 250 222 179
internal_value=0 0.00105668 0.000753234 0.000784254 0.000844171 0.000916562 0.000562974 0.00107194 0.000677475 0.00110818 0.00115444 0.0010563 0.000978547 0.000921901 0.000993762 0.000974677 0.00100075 0.00112598 0.000990692 0.00107697 0.00109428 0.00111039 0.00111086 0.00104254 0.00112875 0.000973716 0.000990009
internal_weight=0 2136 808 755 594 414 161 2067 180 1412 746 666 342 245 655 596 150 691 540 612 519 465 610 127 483 472 401
internal_count=2944 2136 808 755 594 414 161 2067 180 1412 746 666 342 245 655 596 150 691 540 612 519 465 610 127 483 472 401
is_linear=0
shrinkage=0.0032998


Tree=9310
num_leaves=34
num_cat=0
split_feature=1 3 4 1 4 2 49 1 42 3 13 1453 13 4 4 39 4 15 2 12 13 1 0 0 43 42 159 4 12 3 43 50 160
split_gain=4.95966 1.33484 0.489972 0.386661 0.351487 0.321275 0.22978 0.220944 0.210377 0.199082 0.158031 0.136859 0.168423 0.121551 0.113239 0.10929 0.130838 0.098975 0.114287 0.087953 0.0853834 0.0775869 0.0895848 0.0846458 0.0637153 0.0598043 0.0539274 0.0585589 0.0513215 0.0723365 0.0428323 0.0422264 0.0356039
threshold=0.10075500000000003 -0.053364999999999996 -0.16236499999999995 0.12765500000000005 0.41552000000000006 0.093320000000000014 -0.0061499999999999992 0.089455000000000021 0.092860000000000012 -0.15288999999999997 -0.27740999999999993 -0.077314999999999981 -0.11760499999999999 0.41939500000000002 0.0019650000000000002 0.055555000000000007 -0.42305999999999994 -0.061499999999999992 0.10457000000000001 0.091445000000000012 0.091815000000000022 0.081720000000000015 -0.086134999999999975 -0.095554999999999987 -0.076949999999999977 -0.024804999999999997 0.018290000000000004 -0.0026499999999999996 0.088135000000000005 -0.081864999999999979 -0.080384999999999984 0.089030000000000012 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 4 -3 13 6 7 -2 11 10 -8 -5 -1 -13 17 28 16 -7 18 -4 21 26 23 -23 -14 -11 -21 27 30 -9 -30 -18 -31 -29
right_child=1 2 3 8 -6 15 9 14 -10 24 -12 12 19 -15 -16 -17 20 -19 -20 25 -22 22 -24 -25 -26 -27 -28 32 29 31 -32 -33 -34
leaf_value=0.00094624222325110827 0.00079462472830067548 0.00093855438714063734 0.00082596344948167506 0.0004513524641188914 0.00068763349143921722 0.0011546928285137267 0.0012067708530788591 0.00093979384206097907 0.00032269319148797775 0.0010581751495302191 0.00067573242932586995 0.0012989076792702505 0.0012186075394885476 0.00083552824509132743 0.00086202800063073899 0.00085711898479301431 0.0011197255672286974 0.0005414193465755428 0.00061924642679126232 0.001088736608235165 0.00088068869284133706 0.00097599836814979109 0.0011221060544880147 0.0011169373850705275 0.00089737349899829313 0.00094845158228804797 0.0011021344994022418 0.001018145643196011 0.0011460652340442444 0.0010842120341679857 0.0010047770522653521 0.00095112985958089257 0.00091270001179517292
leaf_weight=59 53 56 54 68 53 65 58 55 54 52 72 53 113 56 53 58 54 58 69 83 68 91 107 679 68 66 67 62 74 53 167 69 120
leaf_count=59 53 56 54 68 53 65 58 55 54 52 72 53 113 56 53 58 54 58 69 83 68 91 107 679 68 66 67 62 74 53 167 69 120
internal_value=0 0.000752105 0.000647018 0.000609057 0.000932183 0.00105957 0.000988139 0.00108573 0.000499178 0.00104556 0.000567 0.00110541 0.00111326 0.000698851 0.00100466 0.000997967 0.00101146 0.000656369 0.000710287 0.00110459 0.000994085 0.00111625 0.00105513 0.00113149 0.000967348 0.00102683 0.00101042 0.000995081 0.00103464 0.00106107 0.00103302 0.00100923 0.000948815
internal_weight=0 771 487 431 284 2216 231 1555 194 178 140 1251 1192 237 304 661 603 181 123 1139 538 990 198 792 120 149 470 403 251 196 221 122 182
internal_count=2987 771 487 431 284 2216 231 1555 194 178 140 1251 1192 237 304 661 603 181 123 1139 538 990 198 792 120 149 470 403 251 196 221 122 182
is_linear=0
shrinkage=0.0032998


Tree=9311
num_leaves=26
num_cat=0
split_feature=3 130 484 42 3 4 474 12 4 15 474 3 43 484 376 4 43 3 3 12 4 4 12 4 34
split_gain=0.144501 0.118016 0.117112 0.115797 0.0997567 0.114804 0.0755593 0.0681737 0.0795555 0.0695841 0.0609356 0.056929 0.0568498 0.0512855 0.0509816 0.0549541 0.0591497 0.0868611 0.0786003 0.0683523 0.0584149 0.0463322 0.0278805 0.025744 0.02028
threshold=-0.069909999999999986 -0.077029999999999987 -0.070034999999999986 0.11863500000000002 -0.22004999999999997 -0.42305999999999994 0.091180000000000011 0.091545000000000015 -0.14994999999999997 -0.11124499999999998 0.081755000000000008 -0.11749 -0.0005399999999999999 0.084950000000000012 0.076485000000000011 0.15164000000000002 -0.080859999999999974 -0.0045699999999999985 0.085090000000000013 0.10331000000000001 0.41939500000000002 0.31392000000000003 0.092395000000000019 0.51395000000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 7 8 -6 -9 12 -11 -10 -12 15 16 -4 19 -19 -18 21 -17 -13 -22 -16
right_child=1 2 14 -5 6 -7 -8 9 10 11 13 22 -14 -15 24 20 17 18 -20 -21 23 -23 -24 -25 -26
leaf_value=0.0066501635662012601 -0.0033840377686112743 -0.0023637484076621481 0.011917351295619837 0.013691592227950486 0.014050199356550698 -0.0038623572057270264 0.0020254161522121998 0.011039743334474087 0.0076907740457023812 -0.00029306998437459981 0.014053106884948397 0.0018478139645699192 0.0044390124259364016 0.0074776352368723037 0.0048352078352184597 0.0041973696453366793 -0.00075266114964486373 0.01389666896174923 0.0065780213652827935 0.0058939963128174042 0.0085997536560450602 -0.0027672375409540108 0.0059919585643183294 0.0036755398811774216 0.00063934794479414295
leaf_weight=63 54 62 56 66 56 55 90 60 733 52 70 53 196 68 53 54 73 52 221 108 60 54 426 64 88
leaf_count=63 54 62 56 66 56 55 90 60 733 52 70 53 196 68 53 54 73 52 221 108 60 54 426 64 88
internal_value=0 0.00424847 0.00468651 0.00673586 0.00649607 0.00173503 0.00680649 0.00705649 0.00783043 0.00558283 0.00750232 0.00496284 0.00700665 0.010826 0.00518358 0.00574256 0.00672342 0.0060788 0.00797863 0.00320337 0.00357864 0.000698431 0.00553717 0.00607271 0.00222926
internal_weight=0 999 945 1988 1922 118 1804 1714 1123 591 1067 531 929 138 883 742 510 454 273 181 232 108 479 124 141
internal_count=2987 999 945 1988 1922 118 1804 1714 1123 591 1067 531 929 138 883 742 510 454 273 181 232 108 479 124 141
is_linear=0
shrinkage=0.16829


Tree=9312
num_leaves=31
num_cat=0
split_feature=1 132 12 133 41 16 483 1456 0 130 12 3 16 16 16 1 1 43 133 43 133 3 0 0 0 12 1 12 16 16
split_gain=0.209434 0.146792 0.11523 0.111957 0.0646406 0.0740207 0.106738 0.0964316 0.112178 0.0655209 0.058343 0.0680136 0.0537357 0.108565 0.094341 0.0827541 0.0627963 0.0494865 0.104725 0.0687204 0.0662649 0.047679 0.0467934 0.0565555 0.0467467 0.0411027 0.034714 0.0330343 0.0312649 0.0243314
threshold=0.089455000000000021 -0.054994999999999995 0.10673000000000001 -0.11930499999999998 0.078150000000000011 -0.071129999999999985 0.083090000000000011 -0.07730999999999999 -0.097774999999999987 -0.0087849999999999977 0.092395000000000019 -0.082274999999999987 -0.0093249999999999982 0.022165000000000004 -0.072359999999999994 0.10016000000000001 0.10540500000000001 -0.0085699999999999995 0.052120000000000007 -0.022159999999999996 -0.0059799999999999992 -0.11017499999999998 -0.086414999999999978 -0.090394999999999989 -0.084819999999999993 0.092165000000000011 0.10275000000000002 0.093315000000000023 -0.062279999999999995 -0.090774999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 9 24 -9 29 12 -12 14 -14 15 -5 -15 19 20 27 -19 -10 23 -23 -7 -24 -16 -11 -13 -1
right_child=1 2 -4 10 -6 7 -8 8 21 17 11 28 13 16 26 -17 -18 18 -20 -21 -22 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012721434293896754 -0.0052650881541487929 0.011732337976424884 -0.0017873580811078411 -0.0022324817637160554 0.010449970390353436 -0.003185900336270728 0.014292932259571961 0.012141050134999777 0 0.0065605699264803911 0.0092635630188824467 0.00021259514873139576 -0.0046015755524134137 -0.001149382345106335 0.011375880371933328 0.0040145847321440475 0.0056078580702197938 0.0071712296878008123 0.013996009504827961 -0.0012437280952773595 0.001011868560283429 0.0062850080183181377 0.0073959876778296723 -3.1075953533278942e-06 0.0034628645506499739 0.0043654176123302498 0.0052504881057886046 0.0020066324618179666 0.0054435338011082305 0.0080042502995469698
leaf_weight=52 56 52 103 77 90 57 53 65 54 171 102 52 72 60 54 268 109 229 53 55 64 71 278 93 63 241 54 63 89 87
leaf_count=52 56 52 103 77 90 57 53 65 54 171 102 52 72 60 54 268 109 229 53 55 64 71 278 93 63 241 54 63 89 87
internal_value=0 0.0031254 0.00355732 0.00411577 0.00602663 0.00579798 0.00695867 0.00475494 0.00542081 0.00645413 0.00369116 0.00594241 0.00290031 0.000860527 0.00398152 0.0026151 0.00319821 0.00572287 0.00708773 0.0040826 0.00583197 0.00482568 0.00520629 0.00270823 0.00028973 0.00599219 0.00832982 0.00534219 0.00352714 0.00978188
internal_weight=0 1148 1092 989 1839 1749 827 922 802 774 937 243 694 241 453 345 169 635 346 289 293 737 683 164 120 519 108 234 141 139
internal_count=2987 1148 1092 989 1839 1749 827 922 802 774 937 243 694 241 453 345 169 635 346 289 293 737 683 164 120 519 108 234 141 139
is_linear=0
shrinkage=0.16829


Tree=9313
num_leaves=23
num_cat=0
split_feature=1 1 16 4 4 0 3 4 4 0 1 41 3 0 3 4 51 15 1 13 0 13
split_gain=6.94399 1.34133 0.869345 0.71474 0.592627 0.320008 0.314289 0.234971 0.200811 0.272144 0.181516 0.165215 0.141872 0.123083 0.107941 0.115531 0.127888 0.0942872 0.064302 0.0465502 0.0395968 0.0270998
threshold=0.10455000000000002 0.13074500000000003 0.23074000000000003 0.27998000000000006 0.27258000000000004 -0.067664999999999989 -0.041789999999999994 0.42405000000000009 -0.42305999999999994 1.0000000180025095e-35 0.11156000000000001 0.075585000000000013 0.093925000000000022 -0.074309999999999973 -0.012814999999999998 0.078235000000000013 0.116525 -0.090324999999999989 0.14754500000000001 -0.052124999999999998 0.121355 0.0040450000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 -3 5 11 13 10 20 19 -8 12 14 -2 15 16 -1 -16 -5 -10 -7 -21
right_child=1 3 -4 18 -6 8 7 -9 9 -11 -12 -13 -14 -15 17 -17 -18 -19 -20 21 -22 -23
leaf_value=0.00086027537718572891 0.00073374451066476377 0.00048341751917128272 0.00083380894639873261 0.00016360433793232728 0.0004873812052280546 0.00079812114033854986 0.00046683800368145886 0.00059818054941126997 0.00081599415893128904 0.00047787281365225767 0.00024428207168889279 0.0010006501603892022 0.00068110508700204694 0.00051934819570225691 0.00086051121908219564 0.00072941942059207921 0.00070520272813357561 0.0010441336412931991 2.0467691268374799e-05 0.00064502628353092404 0.00092258657580447764 0.00075808870284348824
leaf_weight=1469 54 91 98 96 54 70 72 52 76 52 92 85 55 68 68 90 63 62 54 52 58 56
leaf_count=1469 54 91 98 96 54 70 72 52 76 52 92 85 55 68 68 90 63 62 54 52 58 56
internal_value=0 0.000450409 0.000559677 0.000252584 0.000830563 0.000838762 0.00048009 0.000403991 0.00074839 0.00069053 0.000342204 0.00085613 0.000849313 0.000614534 0.000854573 0.000847035 0.000853921 0.000948356 0.00011231 0.000750437 0.000854795 0.000703977
internal_weight=0 677 436 241 2310 2256 338 216 364 236 164 1892 1807 122 1752 1622 1532 130 150 184 128 108
internal_count=2987 677 436 241 2310 2256 338 216 364 236 164 1892 1807 122 1752 1622 1532 130 150 184 128 108
is_linear=0
shrinkage=0.0032998


Tree=9314
num_leaves=24
num_cat=0
split_feature=4 12 12 1451 12 43 480 52 160 52 157 52 4 14 4 4 156 52 4 2 12 150 2
split_gain=0.0949979 0.133996 0.0724904 0.0763374 0.0801101 0.095076 0.0624289 0.0777768 0.139293 0.0867511 0.0605177 0.0512515 0.0745221 0.0468783 0.0396564 0.0309326 0.02449 0.0320727 0.0433901 0.0230279 0.0366325 0.0168632 0.00157367
threshold=0.27020000000000005 0.099170000000000022 0.078120000000000009 0.077560000000000018 0.084065000000000015 -0.025879999999999997 -0.069294999999999982 0.11262000000000001 -0.098594999999999988 0.093130000000000004 -0.081774999999999987 0.13675000000000001 0.078235000000000013 -0.10523499999999998 0.5567700000000001 0.41823000000000005 0.092060000000000017 -0.092084999999999986 -0.00090499999999999988 0.097925000000000012 0.092010000000000022 0.085075000000000026 0.11125500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 10 4 5 -4 -6 8 -8 -10 -1 12 16 -2 15 21 17 -12 -19 20 -9 -15 -21
right_child=1 -3 3 -5 6 -7 7 19 9 -11 11 -13 -14 14 -16 -17 -18 18 -20 22 -22 -23 -24
leaf_value=-0.0021304498185057866 0.0071053331041962056 -0.0051881674050722375 0.0057647328099300005 -0.0008391279983872617 0.01107318246615511 0.01428244764019403 0.013971309874116411 0.0041064268395107533 0.0049595898575457284 0.010118158444275313 0.0070905986920912064 -0.0011405872915526318 0.010233329969880575 0.0040469351612457171 -0.0013704689234818094 0.006775024324306279 0.00026511144254389162 0.0014330136578147832 0.0059584610393754994 0.0040205409065975986 -0.00026690332042099885 -0.00014797053758817716 0.0055624750869669492
leaf_weight=53 77 60 91 53 52 64 55 100 1338 100 80 52 55 53 61 58 55 156 99 52 117 54 52
leaf_count=53 77 60 91 53 52 64 55 100 1338 100 80 52 55 53 61 58 55 156 99 52 117 54 52
internal_value=0 0.00206577 0.0049794 0.0054362 0.00560166 0.00929332 0.00529405 0.00512739 0.00563949 0.00531957 0.00325358 0.00383135 0.00441637 0.00350812 0.00227457 0.00363302 0.00359143 0.00413218 0.003197 0.00273996 0.00174018 0.00191309 0.00480878
internal_weight=0 363 2624 2074 2021 155 1866 1814 1493 1438 550 497 445 303 226 165 390 335 255 321 217 107 104
internal_count=2987 363 2624 2074 2021 155 1866 1814 1493 1438 550 497 445 303 226 165 390 335 255 321 217 107 104
is_linear=0
shrinkage=0.16829


Tree=9315
num_leaves=16
num_cat=0
split_feature=42 151 49 151 13 48 42 3 15 13 13 13 43 3 15
split_gain=0.155235 0.076912 0.116708 0.0873815 0.0968692 0.0922731 0.0736534 0.0692635 0.10157 0.0836912 0.0497677 0.0489415 0.0476949 0.0418557 0.0143938
threshold=0.14907500000000004 0.084725000000000009 -0.073139999999999983 0.011180000000000001 0.041960000000000004 -0.069969999999999991 -0.09496499999999998 0.41417000000000009 -0.099614999999999981 -0.089024999999999979 0.064420000000000019 0.10077500000000002 -0.116045 0.11878500000000002 -0.033234999999999994
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 14 8 13 -10 -8 -12 -13 -7 -6
right_child=-2 2 -4 -5 6 7 10 -9 9 -11 11 12 -14 -15 -16
leaf_value=-0.0010141277821961159 -0.0048928950932845714 0.013487946984997891 0.0022693011556130464 -0.003447148691240846 0.0066431610648413622 0.0022173181503775466 -0.0050248394137144122 0.010098820509837301 0.001868152075007277 0.0050115858147553047 0.0032923174716767848 0.0014856425873433119 -0.0055163671006152699 -0.0028856702318825127 0.002714219514487986
leaf_weight=103 63 54 52 52 54 352 55 54 287 1524 103 58 52 52 56
leaf_count=103 63 54 52 52 54 352 55 54 287 1524 103 58 52 52 56
internal_value=0 0.00353928 0.00800141 0.00336983 0.00349939 0.00389837 0.000990958 0.00412216 0.00397565 0.00451442 -0.000508003 0.000649882 -0.00180807 0.00155605 0.00465931
internal_weight=0 2908 106 2802 2750 2372 378 2269 2215 1811 268 213 110 404 110
internal_count=2971 2908 106 2802 2750 2372 378 2269 2215 1811 268 213 110 404 110
is_linear=0
shrinkage=0.16829


Tree=9316
num_leaves=17
num_cat=0
split_feature=49 123 482 0 0 52 0 52 0 1429 52 1212 156 0 123 52
split_gain=0.110166 0.0892931 0.0597989 0.0598921 0.12362 0.0501326 0.0831207 0.0731068 0.100745 0.0724298 0.0483035 0.0478334 0.0401993 0.0381345 0.0205908 0.00797152
threshold=-0.23648999999999995 0.089455000000000021 0.11562500000000002 -0.195045 -0.23395499999999997 0.09253500000000002 -0.062714999999999979 -0.068039999999999975 0.051660000000000005 0.084710000000000021 0.10861000000000003 0.041590000000000009 0.090625000000000011 -0.10071499999999999 0.10233500000000002 0.099570000000000006
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 7 10 9 11 12 15 -9 -5 -12 -3 -7
right_child=1 14 -4 5 -6 6 -8 8 -10 -11 13 -13 -14 -15 -16 -17
leaf_value=0.010338082896649132 0.0044558624925671092 -0.0042366234687482756 0.0085200869592422426 0.0031767957008405272 -0.0057645183363650042 0.0006879308619606204 -0.0029531217109814577 0.0042338647369753405 0.011190277771782213 -0.0029693131249543549 0 0.0015292223781655722 -0.00022219371977170166 0.0042193198417230827 0.00012681059162065016 -0.0021780332764877622
leaf_weight=54 66 54 52 509 68 57 97 1041 54 76 77 228 121 296 69 52
leaf_count=54 66 54 52 509 68 57 97 1041 54 76 77 228 121 296 69 52
internal_value=0 0.00265448 0.00285009 0.00274191 -0.000717192 0.00292033 0.00153331 0.00331524 0.00405441 0.00192754 0.00243991 0.00374934 0.00252112 0.00335143 -0.00177424 -0.000662836
internal_weight=0 2917 2794 2742 134 2608 579 2029 1323 706 482 1269 630 373 123 109
internal_count=2971 2917 2794 2742 134 2608 579 2029 1323 706 482 1269 630 373 123 109
is_linear=0
shrinkage=0.16829


Tree=9317
num_leaves=30
num_cat=0
split_feature=1 3 40 1 150 51 160 52 160 160 1 1203 1 3 160 52 3 1 3 1 3 156 1 3 1 3 133 3 133
split_gain=3.33894 0.612039 0.378117 0.286337 0.283727 0.164505 0.199801 0.147422 0.190025 0.126409 0.105266 0.0936439 0.0870563 0.0843147 0.0792036 0.0631051 0.0608198 0.136141 0.107247 0.0486783 0.0395623 0.0375387 0.0368328 0.0325858 0.0295243 0.0281959 0.0251673 0.0234282 0.0189317
threshold=0.10529500000000001 -0.053364999999999996 -0.084924999999999987 0.092695000000000013 1.0000000180025095e-35 0.10636000000000001 -0.077814999999999981 0.11330000000000001 -0.092954999999999996 -0.41859999999999992 0.12448500000000001 0.087415000000000007 0.12895500000000001 -0.049739999999999993 -0.015684999999999994 -0.015539999999999998 -0.054399999999999997 0.08346000000000002 -0.081224999999999978 0.11680000000000001 -0.067814999999999986 0.085860000000000006 0.14310500000000001 0.110335 0.09697500000000002 -0.083934999999999996 0.091785000000000019 -0.14539499999999997 0.08759500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 -3 7 13 6 -4 8 -1 25 19 14 23 24 15 21 18 -18 -16 27 26 -10 -14 -8 -5 -9 -11 -2 -17
right_child=1 2 5 4 -6 -7 12 9 11 20 -12 -13 22 -15 16 28 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00074260077292294109 0.00049102263445125025 -1.9844926540369542e-05 0.00039419436952830168 0.00052022026281684636 0.00027765203069824546 0.00040874686838700524 0.00030024644630374743 0.0005204002943368178 0.00041125397002073554 0.00053616800472515262 0.00031124648879511511 0.00070558088862634507 6.4189298071801567e-05 0.00042948826579818436 0.00060354132714179225 0.00061554735145811297 0.00071929914223830399 0.00051636182665666067 0.00053072076676935107 0.00056611026006421245 0.00037024842937633516 0.00052302646636573651 0.00018451570976899139 0.00018971637865432481 0.00060971746973850001 0.00061672368499011683 0.00042925454085155458 0.00039167413477077153 0.00052870435128001849
leaf_weight=89 57 59 64 96 65 70 63 60 58 56 55 69 62 77 737 81 110 56 330 52 52 91 52 59 85 100 52 59 55
leaf_count=89 57 59 64 96 65 70 63 60 58 56 55 69 62 77 737 81 110 56 330 52 52 91 52 59 85 100 52 59 55
internal_value=0 0.000297988 0.000224928 0.000565401 0.000473656 0.000264055 0.000230176 0.00058023 0.000592761 0.00051449 0.000438381 0.000584335 0.000185547 0.0005229 0.000578801 0.000528042 0.000590505 0.000651051 0.000581053 0.000479793 0.000447938 0.000479754 0.000119384 0.000247082 0.000562444 0.000580823 0.000485017 0.000440796 0.000580686
internal_weight=0 652 429 2319 323 370 300 1996 1676 320 223 1587 236 258 1518 285 1233 166 1067 168 160 149 114 122 181 160 108 116 136
internal_count=2971 652 429 2319 323 370 300 1996 1676 320 223 1587 236 258 1518 285 1233 166 1067 168 160 149 114 122 181 160 108 116 136
is_linear=0
shrinkage=0.0032998


Tree=9318
num_leaves=18
num_cat=0
split_feature=1 3 4 3 12 12 4 3 1 4 47 4 16 43 1455 4 16
split_gain=7.88927 1.68328 0.667611 0.571241 0.439393 0.425828 0.371427 0.320555 0.264127 0.262281 0.243064 0.143331 0.144249 0.137508 0.11117 0.0979841 0.069841
threshold=0.10529500000000001 -0.053364999999999996 0.27258000000000004 0.3148450000000001 0.11755500000000001 -0.089649999999999994 0.27998000000000006 0.093925000000000022 0.12765500000000005 0.31392000000000003 0.078345000000000012 -0.44205499999999992 0.058455000000000007 -0.069824999999999984 0.083760000000000015 -0.068809999999999996 0.24624500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 4 6 5 -1 10 11 -8 16 13 -7 14 -3 -13 -14 -2
right_child=1 3 -4 -5 -6 7 8 -9 -10 -11 -12 12 15 -15 -16 -17 -18
leaf_value=0.00060938356805862414 0.00066473520787367732 0.00025814968851484735 0.00046869710377021146 7.6486210608327679e-05 0.00060158669683134164 0.0010109680975465714 0.00038118705120443886 0.00067651190060991084 0.0001051533191082872 0.00050967580634833415 0.00065047659518706422 0.0008705598765152004 0.00066067881518118215 0.00048034063354390435 0.00099279698660764627 0.00082472868099254398 0.00081739449767802221
leaf_weight=76 66 53 53 94 79 80 78 98 74 83 56 1580 52 74 90 211 74
leaf_count=76 66 53 53 94 79 80 78 98 74 83 56 1580 52 74 90 211 74
internal_value=0 0.00042531 0.000836286 0.000304274 0.000844868 0.000853639 0.000368086 0.000862416 0.000247034 0.000657997 0.000468439 0.000871449 0.000865657 0.000387893 0.000877169 0.000792427 0.000745678
internal_weight=0 652 2319 429 2266 2187 335 2111 152 223 183 2013 1933 127 1670 263 140
internal_count=2971 652 2319 429 2266 2187 335 2111 152 223 183 2013 1933 127 1670 263 140
is_linear=0
shrinkage=0.0032998


Tree=9319
num_leaves=28
num_cat=0
split_feature=4 12 13 12 3 52 14 3 4 3 13 3 159 1375 3 4 12 4 13 52 12 51 3 4 3 52 3
split_gain=3.79194 1.09954 0.453511 0.439253 0.43536 0.243703 0.220076 0.325062 0.21894 0.237085 0.138864 0.13061 0.130514 0.104218 0.0812341 0.0763221 0.0762585 0.0733636 0.0847583 0.0693492 0.0582071 0.0554535 0.0538754 0.0991971 0.0411434 0.0239232 0.0103782
threshold=0.31392000000000003 0.056995000000000011 -0.00027999999999999998 0.13642500000000005 -0.082634999999999986 -0.013914999999999999 -0.42227999999999993 0.10021000000000001 -0.051094999999999995 0.094635000000000011 0.00085500000000000018 0.095880000000000007 0.082420000000000007 -0.077354999999999993 0.17351000000000003 -0.076164999999999997 0.093910000000000007 -0.0065849999999999997 -0.087669999999999984 0.11628500000000001 0.087355000000000002 -0.025499999999999998 -0.14088999999999999 -0.092854999999999979 -0.074234999999999982 -0.15201999999999996 -0.23936999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 13 -2 12 -6 -8 11 10 -10 -4 -1 -3 -9 19 17 18 -17 22 -19 25 26 -24 -23 -18 -15
right_child=4 3 8 -5 6 -7 7 14 9 -11 -12 -13 -14 15 -16 16 21 20 -20 -21 -22 24 23 -25 -26 -27 -28
leaf_value=0.00039673931065962076 0.00045871393046146344 0.00081565795431593011 0.00058764255588178731 0.00039290313844232201 0.00037782505042008443 0.0005320063220515481 -1.5961848048898719e-05 0.00035135924140945507 0.00070290236519004632 0.00033663377384276913 0.00047489891475084101 0.00081130133139545161 0.00019796939537044977 0.00073557198077747765 0.00016678454037549975 0.00052343628402507316 0.00060773004223610644 0.00077326833071614471 0.000669587503540845 0.0005814151981760917 0.00067756647984829814 0.00060563967021442719 0.00058615715456114136 0.00071196009024374453 0.00068399016300848409 0.00050980747700629929 0.0008125991709884877
leaf_weight=96 92 63 56 60 54 99 83 53 67 54 54 62 59 52 53 53 68 134 314 53 169 151 81 599 172 58 62
leaf_count=96 92 63 56 60 54 99 83 53 67 54 54 62 59 52 53 53 68 134 314 53 169 151 81 599 172 58 62
internal_value=0 0.000638011 0.000506048 0.000672549 0.000265109 0.000403568 0.000191665 0.00013829 0.000594767 0.00051993 0.00060144 0.000705457 0.000321306 0.000680801 0.000259404 0.000676461 0.00065805 0.000680933 0.000648577 0.000700743 0.000720006 0.000623826 0.000708664 0.000697027 0.000647471 0.000562934 0.000777773
internal_weight=0 2636 547 2089 335 254 243 189 293 175 121 118 155 2029 106 1966 1119 670 367 847 303 449 794 680 323 126 114
internal_count=2971 2636 547 2089 335 254 243 189 293 175 121 118 155 2029 106 1966 1119 670 367 847 303 449 794 680 323 126 114
is_linear=0
shrinkage=0.0032998


Tree=9320
num_leaves=31
num_cat=0
split_feature=1 3 4 2 1 150 3 3 15 0 1429 12 4 1 12 39 3 2 1212 12 4 483 159 12 15 47 2 42 0 2
split_gain=6.2652 1.25197 0.646352 0.595789 0.412266 0.365794 0.314633 0.324099 0.27532 0.199618 0.200384 0.189776 0.253714 0.143254 0.118835 0.112943 0.10993 0.0924033 0.0885087 0.0782392 0.0931687 0.0759028 0.0962724 0.0727103 0.0469719 0.0429507 0.0419559 0.0404882 0.0392656 0.0385553
threshold=0.10509 -0.036264999999999992 0.31392000000000003 0.16730000000000003 0.089455000000000021 1.0000000180025095e-35 0.31819000000000003 0.090170000000000014 0.120215 -0.085674999999999987 0.084545000000000009 0.083985000000000018 -0.17568999999999999 0.117245 0.091625000000000012 0.091180000000000011 0.13772500000000001 0.092450000000000018 0.058905000000000006 0.095175000000000023 -0.050244999999999991 -1.0000000180025095e-35 0.084135000000000001 0.092165000000000011 0.095330000000000012 0.087235000000000021 0.090020000000000017 0.098060000000000022 -0.080134999999999998 0.097605000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 8 19 7 15 9 10 18 12 -11 -2 17 -3 -9 26 21 20 23 -1 -23 -6 -21 -22 -13 28 -16 -29
right_child=1 3 -4 -5 5 -7 -8 16 -10 11 -12 14 -14 -15 27 -17 -18 -19 -20 24 25 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00069435551208739247 0.00075692385946606587 0.00016248635679068401 0.00031920017487302243 -5.7496374940943656e-05 0.00055088217223410278 0.00047100054884598755 9.7325693970482405e-05 0.00058840859275438747 0.00054677151481254539 0.00078945762652583254 0.0006113250464469804 0.00079194801694636662 0.00049736554585110373 0.00056474328544397741 0.00081495586708453505 0.00034496905229011721 0.00038495573605667278 0.00092800693094225914 0.00092645949100161895 0.00083857857126214477 0.00080141189318717583 0.00080519129472550206 0.00092443970951666232 0.00070940033624597258 0.00069761375851419398 0.00066972462477529781 0.00069304437575596007 0.00059326873319421908 0.00071553764959951624 0.00072469008530059206
leaf_weight=58 94 73 87 56 89 95 62 60 62 58 52 367 76 81 62 77 59 53 89 63 62 504 92 53 52 58 61 55 223 53
leaf_count=58 94 73 87 56 89 95 62 60 62 58 52 367 76 81 62 77 59 53 89 63 62 504 92 53 52 58 61 55 223 53
internal_value=0 0.000376167 0.000552427 0.000256747 0.00074277 0.000655129 0.000310019 0.00035891 0.000764932 0.000772414 0.000811978 0.000741176 0.000624056 0.000668173 0.000759093 0.000256396 0.000487833 0.000794544 0.000825973 0.000701435 0.000668947 0.000812245 0.000823658 0.000610296 0.000775144 0.000738057 0.000777934 0.000715614 0.000737289 0.000658089
internal_weight=0 649 262 387 2337 472 331 269 1865 1803 795 1008 134 175 874 150 119 481 743 377 262 654 596 142 115 120 428 393 285 108
internal_count=2986 649 262 387 2337 472 331 269 1865 1803 795 1008 134 175 874 150 119 481 743 377 262 654 596 142 115 120 428 393 285 108
is_linear=0
shrinkage=0.0032998


Tree=9321
num_leaves=24
num_cat=0
split_feature=1 3 2 39 11 1 1 2 2 3 2 3 2 12 51 2 12 0 1 12 0 1 43
split_gain=4.45759 0.901408 0.473504 0.356235 0.331518 0.35277 0.313428 0.264729 0.238812 0.221204 0.207526 0.159706 0.157282 0.155011 0.0933351 0.0795607 0.0963073 0.0582235 0.0574738 0.156068 0.155704 0.0564426 0.0522886
threshold=0.10398500000000001 -0.036264999999999992 0.15305000000000002 0.055555000000000007 1.0000000180025095e-35 0.085880000000000026 0.13205500000000003 -1.0000000180025095e-35 0.11426500000000002 0.10402500000000002 0.10859000000000001 -0.12077499999999998 0.098180000000000003 0.093910000000000007 0.083615000000000009 0.10179000000000001 0.095175000000000023 -0.14720499999999997 0.086965000000000001 0.023990000000000004 -0.099704999999999974 0.10970000000000001 -0.06538999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 7 4 9 -6 8 -3 21 11 -9 -1 -5 18 17 16 -15 -12 19 -13 -20 -2 -17
right_child=1 2 -4 12 5 -7 -8 10 -10 -11 14 13 -14 15 -16 22 -18 -19 20 -21 -22 -23 -24
leaf_value=0.00054988997431255438 0.00059236926374058323 0.0002109241747329885 5.9494033153577224e-05 0.0006456622990320775 0.0010140753956753058 0.00068457968526684841 0.00032712240459282057 0.00058251177085591661 0.00041828994043551296 0.0004993310068456241 0.00023828075387678413 0.00088283617966191936 0.0004094628771166492 0.00057963586267602827 0.00047472766555420629 0.00068157176540611659 0.00072794989884942922 0.00038760739661868965 0.00053885221406393719 0.00073504016659753856 0.00073060993986550618 0.00072304376800828244 0.00056365021542820789
leaf_weight=66 65 98 72 67 82 64 56 61 56 56 66 87 59 62 52 73 256 53 59 1027 242 96 111
leaf_count=66 65 98 72 67 82 64 56 61 56 56 66 87 59 62 52 73 256 53 59 1027 242 96 111
internal_value=0 0.000402103 0.000302535 0.000707055 0.000716941 0.00086988 0.00054859 0.000355455 0.00060558 0.000705972 0.000416355 0.00071179 0.000535341 0.000717346 0.000356877 0.000666769 0.000699144 0.000305084 0.000735264 0.000746614 0.00069314 0.000670506 0.000610626
internal_weight=0 675 402 2311 2185 146 273 330 217 2039 232 1983 126 1917 171 502 318 119 1415 1114 301 161 184
internal_count=2986 675 402 2311 2185 146 273 330 217 2039 232 1983 126 1917 171 502 318 119 1415 1114 301 161 184
is_linear=0
shrinkage=0.0032998


Tree=9322
num_leaves=21
num_cat=0
split_feature=4 1 15 16 16 1443 15 151 42 159 475 52 148 1454 2 475 42 42 2 4
split_gain=0.203857 0.177631 0.195443 0.118685 0.145697 0.108212 0.0857281 0.0736474 0.068314 0.0683045 0.146346 0.0761585 0.0631332 0.0613323 0.0481676 0.0474684 0.0391768 0.0310352 0.0266363 0.0206655
threshold=0.31392000000000003 0.14754500000000001 -0.43091499999999999 -0.096149999999999985 -0.13800499999999996 0.08295000000000001 -0.16749999999999998 -0.080329999999999985 0.087325000000000014 0.0089800000000000019 -0.014939999999999997 -0.072144999999999987 -0.07718499999999999 0.077870000000000009 0.087065000000000017 0.036560000000000002 -0.027559999999999998 0.084515000000000021 0.081935000000000022 0.070065000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 16 6 -5 -4 -2 12 -11 17 -8 15 -6 -14 -1 -12 -18 -20
right_child=1 -3 7 5 14 -7 9 -9 -10 10 11 -13 13 -15 -16 -17 18 -19 19 -21
leaf_value=0.0097846838993106908 0.010968504201497854 -0.0077767136434778537 0.0031768047183274189 0.011263517455596183 0.0096399388047457187 0.012273008953237496 0.010483798938522722 -0.0046623130692548089 0.0028597651580356096 -0.003542698937561714 0.004575831185255611 -0.00096981947005519477 0.0042124549956627831 0.0089382496102587122 0.016940022821124213 0.0091827072901144134 0.0083157628320788129 0.009476643843403857 0.0058809095257079339 0.0023808844780375624
leaf_weight=63 70 57 55 53 54 53 54 88 52 92 118 56 1616 89 52 57 56 55 96 100
leaf_count=63 70 57 55 53 54 53 54 88 52 92 118 56 1616 89 52 57 56 55 96 100
internal_value=0 0.000738109 0.00257638 0.00522774 0.00782707 0.00473906 0.00455591 -0.0016347 0.00752705 0.00438872 0.00211567 0.00439674 0.00478952 0.00461398 0.0132381 0.00438287 0.00600052 0.00614428 0.00504735 0.00410435
internal_weight=0 322 265 2664 421 2243 2190 143 122 2137 321 229 1816 1762 106 1673 315 173 252 196
internal_count=2986 322 265 2664 421 2243 2190 143 122 2137 321 229 1816 1762 106 1673 315 173 252 196
is_linear=0
shrinkage=0.16829


Tree=9323
num_leaves=16
num_cat=0
split_feature=1 4 41 11 3 0 0 0 3 39 0 41 1 4 3
split_gain=0.150832 0.0942335 0.0923059 0.0889005 0.0685188 0.0685753 0.105135 0.066011 0.0654167 0.104495 0.0652923 0.0527205 0.0475023 0.0449509 0.026757
threshold=0.12072500000000001 -0.51843499999999987 0.078610000000000013 0.077330000000000024 0.11878500000000002 -0.19166999999999998 -0.13165999999999997 0.121355 -0.0075749999999999993 0.088850000000000026 -0.085674999999999987 0.089290000000000022 0.097430000000000017 0.42118000000000005 0.095880000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 14 12 -5 9 -2 -8 -4 -7 -10 -3
right_child=8 2 11 7 -6 6 10 -9 13 -11 -12 -13 -14 -15 -16
leaf_value=0.011156717005618658 -0.0014648501644049989 0.011254743559804683 -0.0033875590646514249 0.01245699997108839 -0.00069651318287768257 0.0023594193697733558 0.0057848945491981172 0.0043976335935180331 0.0011487342771652237 0.0077204686922802152 0.0037689398156557172 0.0033965555999661981 -0.004555935360607998 -0.0040185778381218173 0.0059196573092997074
leaf_weight=57 67 53 68 67 77 61 694 52 93 73 1355 62 52 97 58
leaf_count=57 67 53 68 67 77 61 694 52 93 73 1355 62 52 97 58
internal_value=0 0.00436871 0.00421915 0.00444931 0.00422062 0.00438798 0.00417689 0.00895036 0.000547524 0.0033118 0.00445262 -0.000138238 -0.000806969 -0.00147986 0.00848323
internal_weight=0 2656 2599 2469 2350 2273 2162 119 330 140 2049 130 113 190 111
internal_count=2986 2656 2599 2469 2350 2273 2162 119 330 140 2049 130 113 190 111
is_linear=0
shrinkage=0.16829


Tree=9324
num_leaves=17
num_cat=0
split_feature=10 3 151 40 0 160 3 475 12 1 3 12 49 151 1 3
split_gain=0.126945 0.10099 0.0915919 0.0968839 0.0814964 0.159305 0.0875449 0.0719344 0.272587 0.0697189 0.0586313 0.11085 0.080892 0.0528699 0.0374012 0.0338634
threshold=-1.0000000180025095e-35 -0.014924999999999999 -0.40941499999999992 0.053385000000000009 -0.033754999999999993 -0.012019999999999998 0.11878500000000002 -0.017224999999999997 0.083985000000000018 0.088340000000000016 -0.082474999999999979 0.089895000000000017 -0.056179999999999987 -0.083134999999999987 0.11649500000000002 -0.13392999999999997
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 7 8 -4 -7 12 -12 -9 -10 -8 -11
right_child=2 -3 3 -5 5 9 14 10 13 15 11 -13 -14 -15 -16 -17
leaf_value=0.0030435813976405542 0.0098688145252271552 -0.0049488786288859176 -0.0087760240759382248 -0.0029920742097501621 0.012578373078588926 0.0080432829147303979 -0.0043965142093974592 -0.0033582323609596828 0.0079286217935735093 0.0039987096411405743 0.0063569926504478411 0.002966015052521987 0.0032436390745251803 0.0021482704266376326 0.0013173107867515148 -0.0011863349413557918
leaf_weight=87 64 92 63 65 81 73 53 56 62 78 553 545 799 167 83 65
leaf_count=87 64 92 63 65 81 73 53 56 62 78 553 545 799 167 83 65
internal_value=0 -0.00105424 0.00356052 0.00341268 0.0035688 0.00620401 0.00323934 0.00349066 0.00101865 0.00380531 0.00385934 0.00467549 0.00280913 0.0037211 -0.00089619 0.00162931
internal_weight=0 179 2807 2743 2678 297 2381 2245 292 216 1953 1098 855 229 136 143
internal_count=2986 179 2807 2743 2678 297 2381 2245 292 216 1953 1098 855 229 136 143
is_linear=0
shrinkage=0.16829


Tree=9325
num_leaves=28
num_cat=0
split_feature=1 1 16 14 39 1 47 457 4 52 51 4 49 4 13 52 16 159 52 1 130 15 13 158 1 4 16
split_gain=4.04826 0.988127 0.402229 0.402207 0.335905 0.308655 0.258837 0.174466 0.174447 0.181389 0.193453 0.165489 0.132247 0.120271 0.117844 0.104431 0.0905999 0.0866976 0.0817301 0.115439 0.095954 0.0843487 0.0807814 0.0862673 0.0625628 0.0438227 0.034199
threshold=0.10455000000000002 0.12646500000000002 0.23074000000000003 0.064610000000000015 0.055555000000000007 0.09258000000000001 0.11224000000000002 0.079020000000000021 0.0060300000000000015 0.09253500000000002 0.11178000000000002 0.55074000000000012 -0.046739999999999997 0.40441500000000002 -0.087404999999999997 0.087400000000000019 -1.0000000180025095e-35 -0.013035 -0.55511499999999991 0.092755000000000018 0.086650000000000019 0.092125000000000012 -0.0053799999999999985 0.081110000000000015 0.11181500000000001 -0.068329999999999988 -0.020389999999999995
decision_type=2 2 2 2 2 2 2 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 11 15 9 18 17 13 -10 -3 -14 16 24 26 -1 20 -20 -21 23 -16 -2 -19 -11
right_child=1 6 -4 -5 5 -7 -8 -9 12 10 -12 -13 14 -15 22 -17 -18 25 19 21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00083677098568372889 0.0003836101085036459 0.00021729956881168583 0.00068527884858548605 0.0008913564319082037 0.0006456418314223785 0.00031110425837778746 0.00043119078001164167 0.00025769054384495847 0.00047407654218770026 0.00079591566768554781 0.00046079643678056015 0.00032775972045566773 0.00078636823864591462 3.0119761274981778e-05 0.00050144398584747328 0.0005884642056828306 0.00031241344333838206 0.0006500822958783218 0.00072800546668595615 0.00050406546537609795 0.00062926563940966763 0.00069366370358996739 0.00069703507203506523 0.00066334155495487385 0.00053124258605140025 0.00053569439826143942 0.00068219734985112957
leaf_weight=59 53 71 90 95 71 53 55 52 63 56 62 57 53 80 94 62 53 144 1037 52 126 55 82 62 86 55 79
leaf_count=59 53 71 90 95 71 53 55 52 63 56 62 57 53 80 94 62 53 144 1037 52 126 55 82 62 86 55 79
internal_value=0 0.000386477 0.000490687 0.000680001 0.000670871 0.000502938 0.000229435 0.000433339 0.00068087 0.000694718 0.000631945 0.000175916 0.000613291 0.000118365 0.000643309 0.00046916 0.000430451 0.00066361 0.000713395 0.000707636 0.000717338 0.000601852 0.000611304 0.000566014 0.000475205 0.000618645 0.00072963
internal_weight=0 659 396 2298 2203 124 263 306 2079 1725 396 208 354 151 291 254 192 334 1329 1270 1163 107 238 156 139 199 135
internal_count=2957 659 396 2298 2203 124 263 306 2079 1725 396 208 354 151 291 254 192 334 1329 1270 1163 107 238 156 139 199 135
is_linear=0
shrinkage=0.0032998


Tree=9326
num_leaves=20
num_cat=0
split_feature=2 13 106 1210 14 52 1210 52 49 16 4 3 13 2 16 474 43 48 2
split_gain=0.185687 0.109797 0.09534 0.0861456 0.0901961 0.129137 0.0828471 0.0787683 0.0654735 0.0814417 0.0731288 0.107831 0.0695949 0.0579625 0.0552397 0.0504006 0.0459654 0.0327996 0.0342358
threshold=-0.0050599999999999994 0.24659500000000004 1.0000000180025095e-35 -0.076894999999999977 -1.0000000180025095e-35 -0.054584999999999995 -0.087109999999999979 -0.082384999999999986 0.0084900000000000028 -0.38959499999999997 -0.22295999999999996 0.0043700000000000006 -0.0032799999999999995 0.093765000000000015 -0.059289999999999995 0.023345000000000001 -0.082739999999999994 0.093565000000000023 0.11366500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 14 6 5 -5 -2 15 10 -10 -9 -12 -11 -3 -1 17 -17 18 -6
right_child=1 13 -4 4 7 -7 -8 8 9 12 11 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=-0.0077755407723003765 0.0045311340908821465 0.0020521579890097432 0.0036911859925278685 0.0022920563689990264 0.0039750582056733205 0.012984742185682043 0.012818617225999031 0.0087754811959481881 0.0051320910203102536 0.00040621964539881711 0.0033854861703968538 -0.0013355201514718665 -0.0065162472238907343 -0.0058771973476728105 -0.0010884834365406787 0.011517832375691964 0.0053457991502227934 0.0072982582897892822 -0.00048678710800267324
leaf_weight=66 93 52 62 63 341 66 55 62 80 195 1206 154 52 52 76 53 102 71 56
leaf_count=66 93 52 62 63 341 66 55 62 80 195 1206 154 52 52 76 53 102 71 56
internal_value=0 0.00345719 -0.0017993 0.00366801 0.00343324 0.00777666 0.00762308 0.00319627 0.00261523 0.000461576 0.00310922 0.00284958 -0.00104387 -0.00189524 -0.0042092 0.00482459 0.00746783 0.00394532 0.00334115
internal_weight=0 2753 204 2649 2501 129 148 2372 1749 327 1422 1360 247 104 142 623 155 468 397
internal_count=2957 2753 204 2649 2501 129 148 2372 1749 327 1422 1360 247 104 142 623 155 468 397
is_linear=0
shrinkage=0.16829


Tree=9327
num_leaves=22
num_cat=0
split_feature=1 40 1 12 14 12 2 42 2 133 160 2 157 2 12 4 2 132 14 4 1
split_gain=4.5901 0.986862 0.780532 0.528694 0.441703 0.38436 0.278037 0.221597 0.183895 0.147312 0.128198 0.11829 0.125987 0.117639 0.249447 0.106549 0.104558 0.0916999 0.0755641 0.0512043 0.037115
threshold=0.10455000000000002 -0.084924999999999987 0.122715 0.090535000000000018 0.064610000000000015 -0.086944999999999981 -1.0000000180025095e-35 0.116275 -1.0000000180025095e-35 0.15630500000000003 -1.0000000180025095e-35 0.091235000000000024 -0.082259999999999986 0.083885000000000015 0.083945000000000006 -0.016029999999999996 0.08487500000000002 0.086470000000000005 -1.0000000180025095e-35 0.10055500000000002 0.10818500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 10 5 -1 -4 8 -7 -9 -3 13 -13 14 -10 -5 -15 -14 -8 -20 -12
right_child=1 2 6 15 -6 7 18 9 11 -11 20 12 17 16 -16 -17 -18 -19 19 -21 -22
leaf_value=0.00046054281688187018 3.4138578519030846e-06 0.0005343825052246229 8.1434927673560331e-05 0.00076281917877965599 0.00089683460589661901 0.0005082187051809662 0.00042380181841886639 0.00040577538796612237 0.00045450065650707157 0.00063042380092785514 0.00027219001027989549 0.00079371502889342309 0.0006542088193019301 0.00081064599629544201 0.0006948823687583656 0.00057907987747755744 0.00071416464891038776 0.0005286714274195779 0.00034471729950427151 0.0002033399888527345 0.00038716328519293914
leaf_weight=96 74 55 65 66 95 64 66 52 55 87 52 65 514 158 366 78 670 76 65 52 86
leaf_count=96 74 55 65 66 95 64 66 52 55 87 52 65 514 158 366 78 670 76 65 52 86
internal_value=0 0.000362928 0.000408345 0.000511858 0.000675458 0.000665896 0.000267541 0.000675235 0.0006843 0.000546636 0.000398505 0.000690201 0.000653594 0.00070937 0.000663562 0.000663538 0.000732618 0.000638098 0.000333452 0.000282184 0.000344095
internal_weight=0 659 585 337 2298 2203 248 2107 1968 139 193 1904 655 1249 421 144 828 590 183 117 138
internal_count=2957 659 585 337 2298 2203 248 2107 1968 139 193 1904 655 1249 421 144 828 590 183 117 138
is_linear=0
shrinkage=0.0032998


Tree=9328
num_leaves=20
num_cat=0
split_feature=39 2 2 43 0 151 2 39 2 12 0 2 1210 12 12 52 12 12 2
split_gain=2.89889 1.21608 0.642293 0.340609 0.271204 0.259076 0.251837 0.226147 0.224289 0.181259 0.169912 0.194237 0.134071 0.117037 0.0933672 0.0913859 0.0496746 0.0342044 0.00726595
threshold=0.082115000000000007 0.11504500000000002 -0.0098549999999999974 -0.030594999999999994 -0.23028499999999999 -0.039414999999999999 0.15205000000000002 0.098380000000000009 -0.007134999999999999 0.090125000000000025 0.12469500000000001 0.10060500000000001 -0.076894999999999977 0.087805000000000008 0.087765000000000024 0.09253500000000002 0.097240000000000007 0.10682000000000001 -0.14339499999999997
decision_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 7 -4 -3 9 8 -2 -7 11 12 14 -13 -6 -14 -15 -11 -1
right_child=3 5 4 -5 10 6 -8 -9 -10 17 -12 13 15 16 -16 -17 -18 -19 -20
leaf_value=0.00038697766563657189 0.00017994681073159351 0.00026020286490953458 0.00049453757567671102 0.00050197501169149173 0.00089290383438631331 0.00043577915795547733 0.00029974316853626604 0.00011671402817400884 0.00042734593435680686 0.00069243767370424046 0.00087148767600105418 0.00049968774091693226 0.00070557807467966924 0.00070370640836820157 0.00071637447598608853 0.00064497963271476551 0.00059181626215938513 0.00057591870249553486 0.0004516279840992143
leaf_weight=52 67 60 79 85 66 85 54 82 101 63 58 83 1285 99 72 365 89 60 52
leaf_count=52 67 60 79 85 66 85 54 82 101 63 58 83 1285 99 72 365 89 60 52
internal_value=0 0.000647284 0.000673906 0.000321082 0.000685931 0.000457016 0.000501953 0.000259438 0.000328891 0.000554281 0.000693057 0.000688014 0.000700616 0.000604735 0.000801057 0.000692194 0.000650925 0.000635886 0.000419642
internal_weight=0 2622 2300 335 2196 322 262 250 168 208 2117 2059 1788 271 138 1650 188 123 104
internal_count=2957 2622 2300 335 2196 322 262 250 168 208 2117 2059 1788 271 138 1650 188 123 104
is_linear=0
shrinkage=0.0032998


Tree=9329
num_leaves=27
num_cat=0
split_feature=4 3 3 40 0 51 51 14 14 15 15 12 4 0 0 12 12 16 157 4 151 133 15 160 4 4
split_gain=10.1577 3.2871 0.859462 1.07207 0.448653 0.348056 0.338907 0.324276 0.268476 0.231473 0.192574 0.172248 0.158234 0.375619 0.200279 0.143879 0.127886 0.125397 0.115392 0.122464 0.0817632 0.0849804 0.0718041 0.0498152 0.0422863 0.0295651
threshold=0.31392000000000003 -0.06656999999999999 0.28833000000000003 -0.034699999999999988 -0.14606999999999998 0.12162000000000002 0.046060000000000011 -0.42227999999999993 0.073890000000000011 -0.016999999999999998 -0.088184999999999986 0.083400000000000016 -0.15764999999999998 -0.067969999999999989 -0.12851999999999997 0.10682000000000001 0.093065000000000009 -0.43708999999999992 -0.081534999999999982 -0.081204999999999986 -0.087954999999999992 0.088155000000000011 -0.079149999999999984 0.084935000000000024 0.055765000000000002 0.022635000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 6 -2 12 10 -6 9 16 -3 -11 -5 14 -14 18 20 -9 -13 -20 -1 23 25 -22 -24 -18
right_child=4 2 -4 5 7 -7 -8 17 -10 11 -12 15 13 -15 -16 -17 22 -19 19 -21 21 -23 24 -25 -26 -27
leaf_value=0.0007528560697243695 0.00036260782366589279 0.00066630277258866125 0.00024320248600852553 0.0009042477252479877 0.00029419758108149466 0.00049349625835557473 0.00021594675096065145 8.3618085120380618e-05 0.0010701269023999027 0.00072471753381793858 0.00040727215581029053 0.0010288837803338773 0.00071066411556401231 0.0005195323695288877 0.00090970626281014011 0.00074011396942573839 0.00086482161983290852 -0.0001131882716286348 0.00093974584543993407 0.00086516563105378777 0.00087898888499099925 0.00077817286896208506 0.0006300018208945246 0.00099748637150439486 0.00075978045329057635 0.00075023981207214378
leaf_weight=80 100 59 64 80 63 57 55 98 75 64 69 89 125 68 103 58 65 55 493 512 215 83 60 54 61 52
leaf_count=80 100 59 64 80 63 57 55 98 75 64 69 89 125 68 103 58 65 55 493 512 215 83 60 54 61 52
internal_value=0 0.000805905 0.000608041 0.000645889 0.000179746 0.000735499 0.000433668 9.49244e-05 0.000874499 0.000866701 0.000526944 0.000894144 0.000772092 0.000736255 0.000800737 0.000903526 0.00081684 1.26405e-05 0.000912158 0.000901786 0.000851318 0.000873596 0.00075411 0.000902907 0.000695719 0.000814198
internal_weight=0 2641 680 616 316 433 183 216 1961 1886 128 1216 376 296 228 1152 670 153 1094 1005 432 352 238 269 121 117
internal_count=2957 2641 680 616 316 433 183 216 1961 1886 128 1216 376 296 228 1152 670 153 1094 1005 432 352 238 269 121 117
is_linear=0
shrinkage=0.0032998


Tree=9330
num_leaves=20
num_cat=0
split_feature=1 4 2 12 3 14 12 1 447 1 52 160 4 2 52 3 3 16 3
split_gain=8.63898 1.65715 1.18202 0.860526 0.615286 0.589888 0.529834 0.467721 0.431269 0.293685 0.192799 0.17478 0.182542 0.222914 0.140344 0.129087 0.121593 0.0910785 0.0730492
threshold=0.11378500000000001 0.31392000000000003 0.10859000000000001 0.085465000000000013 -0.063264999999999988 0.073890000000000011 -1.0000000180025095e-35 0.13546500000000003 0.086260000000000017 0.094165000000000013 -0.075329999999999994 -0.53327999999999987 -0.39175499999999991 0.088710000000000011 -0.064364999999999992 0.17351000000000003 -0.072649999999999978 0.41068500000000002 -0.10115999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 10 -2 6 9 -3 11 -1 -4 -8 18 -14 -6 -9 17 -5 -13
right_child=1 7 3 16 14 -7 8 15 -10 -11 -12 12 13 -15 -16 -17 -18 -19 -20
leaf_value=0.00085556041117988918 0.00082085401385358667 0.00035081006121864361 0.00032977623902479941 0.00079345773290502022 0.00033454977753139925 0.0011617227175162168 0.00076974734754011506 0.00013738273877200664 0.00065294037977983786 0.00058038884606984216 0.00059571727465980451 0.0011547933015879299 0.00095177580795072301 0.00086964437191616381 0.00054990313095661396 -7.876522422302148e-05 0.00072981729933580333 0.0009775932007836895 0.00098332441854227814
leaf_weight=90 79 99 53 56 61 100 77 71 66 82 70 53 1086 560 75 52 83 70 67
leaf_count=90 79 99 53 56 61 100 77 71 66 82 70 53 1086 560 75 52 83 70 67
internal_value=0 0.000382133 0.000884967 0.000701082 0.000588689 0.000912942 0.000900971 0.000181931 0.000916845 0.000724579 0.000481411 0.000926277 0.000933081 0.000923855 0.00045357 4.57167e-05 0.000830194 0.000896035 0.00105935
internal_weight=0 437 2513 332 215 2181 2081 222 1909 172 123 1843 1766 1646 136 123 209 126 120
internal_count=2950 437 2513 332 215 2181 2081 222 1909 172 123 1843 1766 1646 136 123 209 126 120
is_linear=0
shrinkage=0.0032998


Tree=9331
num_leaves=28
num_cat=0
split_feature=1 1 39 10 4 4 4 1 1 14 49 15 15 15 15 1 13 1212 1 133 49 51 1 49 42 42 13
split_gain=17.4425 2.98063 1.42344 1.39081 0.981468 0.831472 0.802542 0.726863 0.590824 0.468038 0.459368 0.357804 0.307028 0.254037 0.242934 0.197102 0.13224 0.118403 0.118107 0.117914 0.107079 0.112519 0.105627 0.0980627 0.0806784 0.0893753 0.052638
threshold=0.10404000000000001 0.12448500000000001 0.0047850000000000011 -0.063134999999999983 0.27998000000000006 0.052250000000000012 -0.022529999999999998 0.088035000000000016 0.083670000000000008 0.073890000000000011 -0.011669999999999998 1.0000000180025095e-35 -0.092609999999999984 -0.45775499999999997 0.088895000000000016 0.090650000000000022 -0.09219999999999999 0.041590000000000009 0.11378500000000001 0.096875000000000017 0.10570500000000001 0.10446500000000002 0.096545000000000006 0.092020000000000005 0.089975000000000013 -0.051634999999999993 -0.052719999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 -3 -5 9 -2 -4 19 11 -8 15 18 -6 16 20 -13 -18 -12 23 21 -1 -17 -7 25 -16 -26
right_child=1 3 7 4 13 8 10 -9 -10 -11 12 14 -14 -15 24 22 17 -19 -20 -21 -22 -23 -24 -25 26 -27 -28
leaf_value=0.0010892801665329601 0.00089207571436465726 -0.00024966008295396132 0.00095221752181648075 0.0005711751895893859 0.00028753926961685387 0.0011010332591793587 0.00035424981548922541 0.00046933120640531468 0.00057938812232940248 0.0013332491167226854 0.00064740183873122112 0.0013401822362186103 0.00084403055644349714 -5.9751852374857587e-06 0.0010357735858148199 0.00083475157906220639 0.0012059054271985903 0.0010832708713272247 0.00043170595798896528 0.00084859053438177958 0.00095013095450974022 0.00094984498215223848 0.0010228268560447775 0.00092432833631468463 0.0010619177928012206 0.001171238218548976 0.0009429703707991414
leaf_weight=559 97 63 72 90 57 85 94 65 52 87 59 55 56 73 91 77 258 141 55 61 95 76 62 64 191 155 60
leaf_count=559 97 63 72 90 57 85 94 65 52 87 59 55 56 73 91 77 258 141 55 61 95 76 62 64 191 155 60
internal_value=0 0.000436038 0.00105037 0.000182316 0.000306179 0.00107101 0.000634842 0.000723368 0.000895965 0.00109504 0.000540195 0.00108363 0.000642804 0.000122449 0.00112827 0.00103474 0.00118424 0.00116266 0.000543647 0.000974187 0.00105675 0.00107265 0.000918895 0.00102537 0.00107708 0.00112127 0.00103362
internal_weight=0 644 2306 283 220 2169 361 137 262 1907 264 1820 170 130 951 869 454 399 114 210 730 635 139 149 497 246 251
internal_count=2950 644 2306 283 220 2169 361 137 262 1907 264 1820 170 130 951 869 454 399 114 210 730 635 139 149 497 246 251
is_linear=0
shrinkage=0.0032998


Tree=9332
num_leaves=22
num_cat=0
split_feature=4 12 2 2 15 14 16 52 52 52 16 1447 2 47 48 13 52 16 43 4 13
split_gain=6.99133 2.606 1.23316 1.32526 0.861854 0.584393 0.596827 0.414312 0.339382 0.340783 0.29132 0.274473 0.274256 0.201856 0.154707 0.15857 0.133849 0.115251 0.167252 0.0827193 0.0738242
threshold=0.31392000000000003 0.056995000000000011 0.10859000000000001 -1.0000000180025095e-35 0.13592500000000005 -0.46025499999999991 -0.42170999999999997 -0.013914999999999999 0.048245000000000003 -0.085924999999999987 -0.54150999999999994 -0.086359999999999978 0.092250000000000013 0.11224000000000002 0.093225000000000016 -0.034484999999999995 -0.14198999999999998 -0.083144999999999983 -0.0039049999999999992 0.066300000000000012 -0.071964999999999987
decision_type=2 2 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 -2 10 -4 9 16 -7 -3 -11 14 17 -16 -5 19 -19 -13 -12
right_child=5 4 7 8 -6 6 -8 -9 -10 12 20 13 -14 -15 15 -17 -18 18 -20 -21 -22
leaf_value=0.00045010575359396367 0.00067170025676436792 0.0011608588172967926 0.00031911454092189404 0.0008336604347097238 0.00055284074063155595 0.00057652679558563627 1.6787334774261332e-05 0.00065129023465774344 0.0010879359989345845 0.00086627365609487752 0.00022603458302041852 0.0010213457151990667 0.00053551858572197528 0.00079841659831457001 0.00094454984756162205 0.00070196173073835445 0.0010587919369811289 0.00096815832346307208 0.00087459656304685182 0.00091441875735409888 0.00038755452594890451
leaf_weight=95 55 70 100 56 60 61 63 70 77 55 71 485 56 96 71 53 65 841 290 103 57
leaf_count=95 55 70 100 56 60 61 63 70 77 55 71 485 56 96 71 53 65 841 290 103 57
internal_value=0 0.000889321 0.000692369 0.000791703 0.000943944 0.000363027 0.000295518 0.0004561 0.00089661 0.000832958 0.000388242 0.000955607 0.000699724 0.000948179 0.00095596 0.000841147 0.00095489 0.000964222 0.000944199 0.00100268 0.000298237
internal_weight=0 2643 574 404 2069 307 252 170 309 232 189 2009 111 1939 1843 124 121 1719 1131 588 128
internal_count=2950 2643 574 404 2069 307 252 170 309 232 189 2009 111 1939 1843 124 121 1719 1131 588 128
is_linear=0
shrinkage=0.0032998


Tree=9333
num_leaves=18
num_cat=0
split_feature=1 10 150 49 1 160 42 129 1 394 43 42 42 1 394 16 4
split_gain=0.336911 0.230513 0.116883 0.114282 0.102762 0.0814815 0.070751 0.0647444 0.0600139 0.0578343 0.0639911 0.0708625 0.0569514 0.0525892 0.0274479 0.0250171 0.00484523
threshold=0.12448500000000001 -0.063134999999999983 0.089810000000000015 -0.070754999999999985 0.089370000000000019 -0.53327999999999987 0.092110000000000011 -0.048309999999999992 0.13831000000000002 -0.0094249999999999976 0.084740000000000024 0.11966500000000001 0.073240000000000013 0.089625000000000024 -0.084879999999999997 -0.084064999999999987 -0.082804999999999976
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 -1 8 -7 -3 14 11 12 -11 15 16 -12 -9
right_child=1 6 3 4 -6 7 -8 9 -10 10 13 -13 -14 -15 -16 -17 -18
leaf_value=0.0017348222897984877 -0.0085865163049331089 0.0012372724271228878 0.0077097400417437054 0.0051159797143572015 -0.0044587659067040278 0.0011500957481663137 -0.0018389006468314784 0.0072345354886639256 0.0078565404200348233 0.0057771049908563752 0.0062349731502165454 0.0010834890633169116 0.0076612514553613779 0.014184183748737863 0.01317020707765614 0.010233696315435544 0.009763240443451374
leaf_weight=87 63 72 79 55 75 53 62 52 86 876 97 65 974 54 59 88 53
leaf_count=87 63 72 79 55 75 53 62 52 86 876 97 65 974 54 59 88 53
internal_value=0 0.00038158 0.00649528 0.00266048 -0.000394092 0.00682062 0.00295788 0.00700647 0.00485154 0.0071396 0.00690507 0.00657798 0.00677005 0.0095184 0.010209 0.00814678 0.00852804
internal_weight=0 283 2667 209 130 2458 220 2371 158 2318 2154 1915 1850 239 164 185 105
internal_count=2950 283 2667 209 130 2458 220 2371 158 2318 2154 1915 1850 239 164 185 105
is_linear=0
shrinkage=0.16829


Tree=9334
num_leaves=33
num_cat=0
split_feature=1 1 2 2 2 16 1 16 2 133 1 16 484 52 16 474 2 2 43 16 43 16 13 52 1212 43 43 474 52 52 52 16
split_gain=6.94033 1.41969 0.649286 0.498285 0.457842 0.331152 0.323727 0.265178 0.233753 0.221005 0.202245 0.146283 0.137455 0.127195 0.120267 0.0835393 0.080674 0.092689 0.0787328 0.0762096 0.0713719 0.0668268 0.0651045 0.175502 0.081566 0.0623467 0.0664651 0.060744 0.0527111 0.144457 0.1074 0.0303073
threshold=0.10123500000000001 0.12448500000000001 0.10523 0.17553000000000005 0.093320000000000014 0.057265000000000003 0.089370000000000019 -0.39761999999999992 0.13154000000000002 0.085355000000000014 0.090540000000000023 -0.077509999999999982 0.08618000000000002 -0.023474999999999996 -0.0094449999999999968 0.083260000000000015 0.10745500000000001 0.11504500000000002 -0.013164999999999998 -0.011964999999999998 -0.079409999999999994 -0.079519999999999993 -0.00027999999999999998 0.085730000000000015 0.08832000000000001 -0.0039049999999999992 -0.036849999999999994 0.088085000000000011 -0.08799499999999999 0.024870000000000003 0.097850000000000006 -0.031234999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 9 7 10 13 8 -3 16 14 12 -12 15 -4 -2 21 28 -18 -9 -14 -13 22 24 -24 -1 26 -23 -17 -6 -30 -31 -22
right_child=1 3 5 -5 6 -7 -8 18 -10 -11 11 20 19 -15 -16 27 17 -19 -20 -21 31 25 23 -25 -26 -27 -28 -29 29 30 -32 -33
leaf_value=0.00081925346342472723 0.00077799495956441453 0.00013675588425846632 0.00017580307242852421 -8.2877635528105171e-05 0.00082542808367296473 0.00059072476837438348 0.00047118578118236158 0.00027285138713670904 0.00049170968803858 0.00043767310137739299 0.00056333395793576235 0.00063555577721953569 0.00078470690923015116 0.00036485820650647058 0.00059519262782752524 0.00096334573225036158 0.00058562463090669947 0.00074554200518614575 0.00044217225675348865 0.00062608824469315453 0.00073935047048142742 0.00075417289370778584 0.00062811028311442879 0.00086182931292713857 0.00094181774298662314 0.00068568487711095688 0.00085801274596706222 0.00081171600523195634 0.00060924163375660747 0.00090649970342168988 0.00072769931801682506 0.00085136969282084099
leaf_weight=396 77 102 64 57 85 54 77 57 54 55 72 52 62 102 86 64 89 77 67 80 75 242 66 79 75 94 103 62 82 53 138 52
leaf_count=396 77 102 64 57 85 54 77 57 54 55 72 52 62 102 86 64 89 77 67 80 75 242 66 79 75 94 103 62 82 53 138 52
internal_value=0 0.00037473 0.00049248 0.000192362 0.000747292 0.000365621 0.000673578 0.000261936 0.00070048 0.000620342 0.000777944 0.000690985 0.000794416 0.000292182 0.000681763 0.000806268 0.000721927 0.000660015 0.000364623 0.000695592 0.000742133 0.000796352 0.000819328 0.00075569 0.000838845 0.000764032 0.000785276 0.000889014 0.000750536 0.000727089 0.000777499 0.000785494
internal_weight=0 721 438 283 2229 220 655 226 578 218 1574 251 1323 166 163 1181 524 166 124 142 179 1055 616 145 471 439 345 126 358 273 191 127
internal_count=2950 721 438 283 2229 220 655 226 578 218 1574 251 1323 166 163 1181 524 166 124 142 179 1055 616 145 471 439 345 126 358 273 191 127
is_linear=0
shrinkage=0.0032998


Tree=9335
num_leaves=20
num_cat=0
split_feature=1 2 12 4 2 12 4 4 4 2 1 0 160 1 52 0 0 49 156
split_gain=11.8115 1.98574 1.55908 1.54397 0.901253 0.676451 0.457944 0.423611 0.341931 0.475037 0.314716 0.303763 0.302479 0.272537 0.220128 0.101074 0.0925018 0.09166 0.033617
threshold=0.10921500000000002 0.14132000000000003 0.085075000000000026 0.31392000000000003 0.12068000000000001 -0.083219999999999988 0.31392000000000003 0.10055500000000002 -0.4950449999999999 0.091235000000000024 0.089370000000000019 -0.068419999999999995 -0.072489999999999985 0.094935000000000005 -0.064364999999999992 -0.061674999999999994 -0.11262999999999999 -0.07278999999999998 0.090625000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 5 13 14 -4 18 11 16 17 -8 -1 -2 -3 -11 -10 -7
right_child=1 15 7 -5 -6 8 12 -9 9 10 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00086841792632148167 0.00035951950770589955 0.00012482720777145023 0.00092848187695157027 0.00040210004972870256 0.0006040937489324937 0.0011888435692301255 0.00043523029459249021 0.00056139947393486495 0.001099598410724399 0.0010351005240797208 0.00067407446434229116 0.00073811116408524881 0.0001250194335363874 0.00053673132840287286 0.0006343536300843619 -5.5257135180500707e-05 0.00088668472932306364 0.00098573632419527032 0.0010650141277682888
leaf_weight=52 62 76 86 61 87 66 53 58 88 54 77 54 98 58 67 61 487 1290 52
leaf_count=52 62 76 86 61 87 66 53 58 88 54 77 54 98 58 67 61 487 1290 52
internal_value=0 0.000390043 0.000501646 0.000921452 0.000934832 0.000947448 0.000357917 0.000780874 0.000960299 0.00095025 0.000873277 0.000983445 0.000234135 0.000693849 0.000502536 4.43865e-05 0.000901564 0.000993033 0.00113457
internal_weight=0 561 424 2426 2365 2278 280 144 2168 2050 618 1432 151 110 129 137 541 1378 118
internal_count=2987 561 424 2426 2365 2278 280 144 2168 2050 618 1432 151 110 129 137 541 1378 118
is_linear=0
shrinkage=0.0032998


Tree=9336
num_leaves=28
num_cat=0
split_feature=1 1 2 2 39 52 1 4 4 1 2 16 13 41 4 157 48 157 4 13 13 16 13 52 1 16 4
split_gain=10.703 1.47512 0.897098 0.869321 0.718686 0.621622 0.783739 0.467809 0.290686 0.448485 0.240889 0.205999 0.125156 0.106795 0.105139 0.0941007 0.169012 0.15556 0.138803 0.123326 0.0866326 0.0856081 0.0699036 0.0692342 0.0471274 0.0263334 0.0232857
threshold=0.10921500000000002 0.13601500000000002 0.099845000000000003 0.10043500000000001 0.085355000000000014 -0.45635499999999996 0.099765000000000006 0.44128500000000004 0.00059000000000000014 0.088735000000000022 0.11621000000000002 -0.50720999999999983 -1.0000000180025095e-35 0.078150000000000011 0.046185000000000004 -0.082259999999999986 0.086410000000000015 -0.066269999999999982 -0.011369999999999998 -0.017354999999999999 -0.081224999999999978 -1.0000000180025095e-35 -0.0085449999999999988 -0.088174999999999989 0.09717000000000002 -0.0098949999999999975 0.046185000000000004
decision_type=2 2 2 2 2 2 2 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 14 24 10 -3 13 22 20 -5 -13 15 -2 23 17 -17 -18 -19 -7 -22 26 -1 -4 -25 -10
right_child=1 7 5 11 -6 6 -8 -9 9 -11 -12 12 -14 -15 -16 16 18 19 -20 -21 21 -23 -24 25 -26 -27 -28
leaf_value=0.0011792451452286169 0.0010023090859561145 0.00037286492401266379 0.00098379640912533962 0.00024923605777792102 0.00042055351184046931 0.00080762799505443349 0.00049357196881233238 3.5868749061291228e-05 0.00098898908260168332 0.00071046297924723866 0.00071073080887984908 0.00039799502344324583 0.00058540122167885424 0.0011434043538180827 0.00079567300918979584 0.00084667292110573674 0.00077095654498136499 0.00098153105619225756 0.00099652500167781485 0.0010523408222211604 0.0010116748544740581 0.00084483459152868306 0.0010869167585010036 0.0010826885478214339 0.0011314070160218961 0.00096942069688489845 0.00090284932594548734
leaf_weight=53 52 88 56 55 52 70 87 92 82 100 100 86 74 62 62 69 69 672 56 486 100 56 53 57 52 55 91
leaf_count=53 52 88 56 55 52 70 87 92 82 100 100 86 74 62 62 69 69 672 56 486 100 56 53 57 52 55 91
internal_value=0 0.000447299 0.000953174 0.000563653 0.00074332 0.000831407 0.000772801 0.000200818 0.000986458 0.000895751 0.000847212 0.000424771 0.000484891 0.00100516 0.000890237 0.00099949 0.000990081 0.00100205 0.000872293 0.00101128 0.000907445 0.000952009 0.000977582 0.00107637 0.00105519 0.00102738 0.000943882
internal_weight=0 561 2426 381 166 521 413 180 1905 326 326 215 160 1579 114 1517 1352 1227 125 1158 226 156 226 165 108 112 173
internal_count=2987 561 2426 381 166 521 413 180 1905 326 326 215 160 1579 114 1517 1352 1227 125 1158 226 156 226 165 108 112 173
is_linear=0
shrinkage=0.0032998


Tree=9337
num_leaves=24
num_cat=0
split_feature=4 1 155 484 3 1 4 13 16 4 3 13 16 1452 42 41 3 151 4 4 4 4 1
split_gain=6.86367 1.98385 0.722957 0.49522 0.463134 0.301343 0.296684 0.294831 0.278151 0.255216 0.262165 0.214039 0.179701 0.149167 0.105097 0.158674 0.221649 0.118851 0.0559835 0.11734 0.0180571 0.00642267 0.00220392
threshold=0.31392000000000003 0.10075500000000003 0.10022500000000002 -0.008624999999999999 -0.031895 0.12700000000000003 0.043640000000000005 -0.095139999999999988 -0.35377499999999995 -0.03463999999999999 -0.06533499999999999 -0.11210999999999999 -0.0096749999999999978 0.086470000000000005 -0.099699999999999983 0.078150000000000011 -0.12711499999999995 0.053170000000000002 0.082475000000000007 0.060575000000000011 -0.085984999999999992 0.25367000000000006 0.11779500000000002
decision_type=2 2 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 22 -6 13 -5 21 -9 -11 -7 -12 14 20 16 -16 -18 19 -10 -1 -8 -2
right_child=4 2 -4 7 5 11 8 9 18 10 12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 -24
leaf_value=0.00098469943282882715 0.00049608275305792809 0.00081632844321088093 0.00090800414313275176 0.00029917321422043974 0.00034528200171069715 0.00026368867576667454 0.00090583184833061296 0.00069185005682337981 0.00060528287022828078 0.00064557420672555074 0.00050028334985472074 -9.0887067971879768e-06 0.0002304397117544145 0.0010021956860237487 0.00064854351876456376 0.0010096813381327383 0.00084469981791657884 0.00068363801245933421 0.00056332889637640267 0.00081154960392863372 0.00089432068473295403 0.00083510373764667152 0.00044957724130346473
leaf_weight=61 52 59 68 72 99 53 53 82 72 58 56 76 53 70 71 58 1537 54 54 55 68 52 54
leaf_count=61 52 59 68 72 99 53 53 82 72 58 56 76 53 70 71 58 1537 54 54 55 68 52 54
internal_value=0 0.000794353 0.000593892 0.00053759 0.00029225 0.000208192 0.000835066 0.000486248 0.000735003 0.0005402 0.000465527 0.00010271 0.000369398 0.00084996 0.000844178 0.000837171 0.000831129 0.000839255 0.000655833 0.000694888 0.000937331 0.00087114 0.000472724
internal_weight=0 2653 448 380 334 228 2205 321 286 249 167 129 109 1919 1849 1720 1662 1591 181 127 129 105 106
internal_count=2987 2653 448 380 334 228 2205 321 286 249 167 129 109 1919 1849 1720 1662 1591 181 127 129 105 106
is_linear=0
shrinkage=0.0032998


Tree=9338
num_leaves=29
num_cat=0
split_feature=4 3 0 15 0 0 0 403 52 1453 42 0 132 132 0 51 43 1203 402 0 4 3 3 4 16 12 42 4
split_gain=0.341601 0.124774 0.164011 0.117658 0.119377 0.115283 0.113486 0.105572 0.0843732 0.0940912 0.07379 0.0536825 0.0535638 0.052032 0.0704642 0.0489903 0.0469234 0.0446434 0.0490629 0.0625769 0.0475053 0.0614939 0.04185 0.0567534 0.0360723 0.0355956 0.025087 0.0204006
threshold=0.043640000000000005 -0.039864999999999991 -0.061674999999999994 0.083185000000000023 -0.12851999999999997 -0.13955999999999996 -0.14680499999999999 -0.088099999999999984 -0.56096499999999982 -0.0067199999999999994 0.097140000000000018 -0.09712999999999998 0.089040000000000022 0.083010000000000014 -0.065939999999999985 0.077730000000000007 -0.049364999999999992 0.087415000000000007 0.024785000000000005 -0.082689999999999986 -0.072004999999999986 -0.077664999999999998 0.08796000000000001 0.42642000000000008 -0.074254999999999988 0.085110000000000005 0.093155000000000016 0.23355000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 16 4 6 -5 15 -6 -9 -10 13 -11 -13 14 24 -1 -3 18 20 -20 21 25 -18 -24 27 -7 -22 -2
right_child=1 2 -4 5 7 17 -8 8 9 11 -12 12 -14 -15 -16 -17 22 -19 19 -21 26 -23 23 -25 -26 -27 -28 -29
leaf_value=0.0027173126453683355 0.010329684281533044 0.00017088884049761439 -0.0049103307701338838 0.017178651497306238 0.00044006597097515933 0.0041065744738143749 -0.0035078192128590356 0.014567337892561807 0.01466186712079437 0.01247909762986766 0.0007792825667221891 0.0074030170583065666 0.0018790547161117901 0.0027337457411862561 0.013170099474746799 0.0093194025110336382 0.0089405986905725706 0.01318838937520977 0.0078494935684622087 0.01428894055479127 0.008499032153492023 0.0028097915768749968 0.0010037465796319035 0.0078367150488177131 0.0032478593319182495 0.0086619994630650413 0.012855215252851946 0.0060720600990846665
leaf_weight=70 67 78 80 54 53 57 52 56 54 56 61 790 54 61 63 60 57 73 81 95 77 73 94 55 62 406 81 67
leaf_count=70 67 78 80 54 53 57 52 56 54 56 61 790 54 61 63 60 57 73 81 95 77 73 94 55 62 406 81 67
internal_value=0 0.00404585 0.00181066 0.00821086 0.00711427 0.00957843 0.00311522 0.00779727 0.00818156 0.00780484 0.00617658 0.00739142 0.00705172 0.00719983 0.00824475 0.00577825 0.00371023 0.0091413 0.00879965 0.0113355 0.00815396 0.00738723 0.00504165 0.00353804 0.00665244 0.00810506 0.0107436 0.00821428
internal_weight=0 745 364 2242 1245 997 182 1063 1010 954 381 900 844 320 259 130 284 943 870 176 694 536 206 149 196 463 158 134
internal_count=2987 745 364 2242 1245 997 182 1063 1010 954 381 900 844 320 259 130 284 943 870 176 694 536 206 149 196 463 158 134
is_linear=0
shrinkage=0.16829


Tree=9339
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 39 51 0 14 52 2 43 2 43 2 0 52 2 50 2 2 0 43 43 0 51 51 133 52 52
split_gain=6.27572 2.25313 0.940871 0.919007 0.667364 0.474335 0.317574 0.300756 0.284193 0.251156 0.187312 0.297597 0.257478 0.133299 0.218265 0.171612 0.119752 0.0973759 0.0912461 0.0909783 0.0891741 0.0833994 0.0809827 0.0632084 0.0616876 0.0523793 0.0489024 0.0351056 0.0220846 0.0124218
threshold=0.11891500000000001 -1.0000000180025095e-35 0.099845000000000003 -0.13619499999999998 0.14870000000000003 0.086400000000000018 -0.073259999999999978 -0.055084999999999988 0.073890000000000011 0.023800000000000005 0.089545000000000013 -0.0039049999999999992 0.072175000000000017 -0.0039049999999999992 0.085155000000000022 -0.080134999999999998 -0.025999999999999995 0.096325000000000008 0.08461500000000001 0.11366500000000002 0.25063000000000007 -0.14920999999999998 -0.048179999999999994 0.049545000000000006 -0.087544999999999998 -0.025499999999999998 0.077730000000000007 0.40304500000000004 0.029970000000000007 0.048535000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 21 6 7 -2 -1 10 16 12 25 18 15 -15 -14 -8 23 24 22 -6 -4 28 -13 -3 -12 -27 -20 -5 -24
right_child=4 2 3 19 20 -7 9 -9 -10 -11 11 17 13 14 -16 -17 -18 -19 27 -21 -22 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00090456441597902711 0.00084026083167984132 0.00084672840326680378 0.00071051723436688454 0.0008712370418754486 0.00039573850958288297 0.00046086888193370008 0.00057959245921417198 0.00057872192907931005 0.0012335208104603133 0.0007070468500414834 0.0011302849812302698 0.00072510799341953664 0.0010730303511065882 0.001294476555352866 0.001078643182956209 0.00087849627323957483 0.00036796606052002964 0.0009767644169123295 0.0010581772624304216 0.00085378261150233171 0.00021761179524686433 0.00054042528422287254 0.001012218647791161 0.00087803448680498931 0.00097124865926975757 0.00098778273824269482 0.0011066203498604308 0.00095658993218476404 0.00097357823942584645 0.0010900767049342426
leaf_weight=79 53 62 73 62 71 88 52 52 75 71 54 56 517 78 163 57 70 61 184 76 56 60 98 74 205 221 53 58 55 53
leaf_count=79 53 62 73 62 71 88 52 52 75 71 54 56 517 78 163 57 70 61 184 76 56 60 98 74 205 221 53 58 55 53
internal_value=0 0.000970063 0.000999385 0.000867772 0.000512307 0.000649229 0.000612749 0.000775491 0.0010321 0.000550089 0.00102388 0.000969799 0.00104506 0.00108187 0.00114864 0.00105377 0.000458456 0.000865098 0.000986043 0.000958033 0.000317472 0.000634049 0.000987465 0.000812429 0.000942466 0.00103066 0.0010109 0.00103398 0.000919647 0.00103978
internal_weight=0 2614 2395 477 373 219 246 131 1918 193 1843 519 1324 815 241 574 122 191 509 344 127 133 268 130 267 328 274 242 117 151
internal_count=2987 2614 2395 477 373 219 246 131 1918 193 1843 519 1324 815 241 574 122 191 509 344 127 133 268 130 267 328 274 242 117 151
is_linear=0
shrinkage=0.0032998


Tree=9340
num_leaves=28
num_cat=0
split_feature=12 13 12 34 13 12 13 42 13 147 160 151 48 12 157 133 42 41 50 133 12 42 42 130 42 39 133
split_gain=4.28986 0.971533 0.895414 0.363343 0.408709 0.362807 0.345762 0.276676 0.23656 0.231286 0.207594 0.187111 0.135713 0.114355 0.110957 0.105007 0.0954323 0.0929148 0.0918384 0.102517 0.0682125 0.0744345 0.0718909 0.0429464 0.0415832 0.0159239 0.00562654
threshold=0.078120000000000009 -0.004409999999999999 0.14472000000000004 -0.016844999999999995 -0.36115499999999995 0.097060000000000021 0.0024700000000000004 0.09112000000000002 -0.070004999999999998 1.0000000180025095e-35 -0.00015999999999999996 -0.085764999999999994 0.087730000000000016 -0.053404999999999987 -0.082714999999999983 0.085730000000000015 0.086205000000000018 0.078535000000000008 0.089430000000000023 -0.0043399999999999992 0.099510000000000015 -0.027559999999999998 0.10810000000000002 0.09858500000000002 0.083970000000000017 0.0039300000000000003 0.048535000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 13 11 9 -6 -7 10 -3 15 -12 -5 16 -2 -13 18 19 -16 -10 23 -23 26 -20 -8 -22
right_child=2 6 -4 4 7 8 25 -9 20 -11 12 14 -14 -15 17 -17 -18 -19 24 -21 21 22 -24 -25 -26 -27 -28
leaf_value=0.00022981165965778143 0.00064544700400707348 0.00087007223132026313 0.00041759849752503195 0.0004301432601056934 0.00069276545205840256 0.00060423930612575453 0.00044523471751393452 0.00043254200430152485 0.00089458686996532943 0.00052079255988731333 0.00076984906411609326 0.0010311932766523992 0.00055769997030328177 0.00021684105344439784 0.00088101783011165671 0.00083295977049854938 0.00085202744990709974 0.00098912795173831296 0.00099186451259527597 0.00081279066659246317 0.00082481427124917513 0.00063992819024648491 0.00079903473951219747 0.00074473850054007488 0.00088529236614213861 0.00053338622818676587 0.0008885319106304027
leaf_weight=87 68 101 58 52 96 94 54 85 62 58 72 85 64 60 421 68 58 61 64 631 67 76 58 70 158 53 54
leaf_count=87 68 101 58 52 96 94 54 85 62 58 72 85 64 60 421 68 58 61 64 631 67 76 58 70 158 53 54
internal_value=0 0.00053774 0.000823257 0.000417853 0.000473567 0.000834471 0.000650979 0.000570756 0.00075432 0.000709528 0.000755568 0.000858336 0.000670273 0.000316189 0.00086925 0.000739462 0.000958771 0.000859635 0.000853407 0.000840128 0.000790682 0.000770752 0.000709058 0.00081385 0.000916175 0.000489228 0.000853541
internal_weight=0 782 2153 380 293 2095 402 181 481 295 237 1614 136 112 1478 136 143 1335 1274 1052 387 325 134 191 222 107 121
internal_count=2935 782 2153 380 293 2095 402 181 481 295 237 1614 136 112 1478 136 143 1335 1274 1052 387 325 134 191 222 107 121
is_linear=0
shrinkage=0.0032998


Tree=9341
num_leaves=29
num_cat=0
split_feature=1 3 124 4 3 4 43 3 0 12 4 12 0 0 43 16 4 16 43 13 16 43 13 42 16 13 13 3
split_gain=9.81417 2.2807 0.74511 0.572698 0.527681 0.321043 0.306445 0.565689 0.300066 0.244155 0.218298 0.214395 0.213029 0.231434 0.195981 0.348475 0.171592 0.166589 0.15563 0.154243 0.140881 0.133852 0.121607 0.102353 0.0676849 0.0606073 0.0437236 0.0236178
threshold=0.10575500000000002 -0.049204999999999992 -0.048219999999999992 -0.080954999999999985 0.093925000000000022 0.26846000000000009 -0.049999999999999996 0.28833000000000003 -0.098429999999999976 0.097060000000000021 0.31392000000000003 -0.053404999999999987 -0.14920999999999998 -0.099704999999999974 -0.022159999999999996 -0.020389999999999995 0.062600000000000017 0.51165500000000008 0.064420000000000019 -0.077274999999999996 -0.12080999999999999 0.0031350000000000002 -0.011514999999999999 0.11603500000000001 -0.073554999999999995 0.00085500000000000018 -0.088484999999999994 -0.083874999999999991
decision_type=2 2 2 2 2 2 2 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 8 9 17 22 10 -4 12 -8 -9 -5 20 15 25 23 -2 -15 26 -14 27 -3 24 -11 -10 -16 -21
right_child=1 6 3 4 -6 -7 7 11 14 16 -12 -13 13 18 19 -17 -18 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0012087486654225902 0.0012988789956221536 0.00085069123250880322 0.0018029083299909434 0.0016980506225033297 0.001169184786714436 0.0011313317507756261 0.0012401251759810159 0.00094396717369498134 0.0016403859584129127 0.0015697869553092383 0.00096724492887456811 0.00065865976639418653 0.001453247158926287 0.0015254774113494653 0.0016449506373672888 0.0013035240795117862 0.0012350427253028644 0.0015334520540710693 0.0013629706508241704 0.001633195848994402 0.0012234902118329267 0.0014103189118850491 0.00066458604482178452 0.0013028622962839883 0.0014297509968301198 0.0015011601483552227 0.0017910008901090436 0.0015460711965656177
leaf_weight=97 89 96 65 62 62 84 68 55 86 62 64 63 76 871 57 78 59 57 74 143 52 52 68 53 139 74 55 74
leaf_count=97 89 96 65 62 62 84 68 55 86 62 64 63 76 871 57 78 59 57 74 143 52 52 68 53 139 74 55 74
internal_value=0 0.00103234 0.00149361 0.00150619 0.00146999 0.00129613 0.000885701 0.000959007 0.00158606 0.00148285 0.00110809 0.000791941 0.00150576 0.00149462 0.00156323 0.00148699 0.00139964 0.0013907 0.00151279 0.00161076 0.00136018 0.00156641 0.00077374 0.00143773 0.00147312 0.00157621 0.00171699 0.00160365
internal_weight=0 644 2291 2194 1510 230 414 250 684 1448 132 118 1135 1073 619 238 313 146 945 381 128 269 164 254 201 160 112 217
internal_count=2935 644 2291 2194 1510 230 414 250 684 1448 132 118 1135 1073 619 238 313 146 945 381 128 269 164 254 201 160 112 217
is_linear=0
shrinkage=0.0032998


Tree=9342
num_leaves=24
num_cat=0
split_feature=1 3 124 4 31 3 3 447 42 1 3 4 3 0 16 1 4 474 11 4 15 4 15
split_gain=7.27362 1.98089 0.716509 0.476565 0.437686 0.447103 0.696415 0.208989 0.198882 0.172333 0.152773 0.144658 0.3607 0.23368 0.162737 0.137089 0.365021 0.129251 0.112738 0.098164 0.0977533 0.0815781 0.0539834
threshold=0.10557500000000002 -0.049204999999999992 -0.048219999999999992 0.41939500000000002 -0.017869999999999997 0.30863500000000005 0.090170000000000014 0.084170000000000009 0.12334500000000002 0.13074500000000003 0.41110500000000005 -0.080954999999999985 0.091085000000000013 -0.086954999999999991 -0.5020199999999998 0.081540000000000015 -0.14088999999999999 0.083760000000000015 0.084110000000000004 -0.17006499999999999 -0.065419999999999992 0.27020000000000005 0.085550000000000015
decision_type=2 2 2 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 18 -3 6 9 8 11 -6 -7 13 14 22 -13 16 -15 -16 20 -17 -2 -8 -4
right_child=1 4 7 -5 5 10 21 -9 -10 -11 -12 12 -14 15 17 19 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00065774055288480811 0.0009115914182179929 0.00013153146776349485 0.0011785214709386029 0.0005089379893545243 0.00046292194665430939 0.00014343697140702214 0.00082014627488772283 0.00077857787010586997 0.00075429734564723167 0.00022007958724020753 0.00038480796868229635 0.0011169574686138845 0.00067661948975308189 0.00070848628397280711 0.00092733087007699502 0.0011209644458757644 0.0009820189257476995 0.001016061920587393 0.00099776240391365482 0.00095325763936810381 0.00072184522934674574 0.00063181691124139039 0.0010347357665042934
leaf_weight=97 59 56 85 53 85 52 54 78 54 52 65 64 55 66 1046 95 297 228 53 71 66 52 52
leaf_count=97 59 56 85 53 85 52 54 78 54 52 65 64 55 66 1046 95 297 228 53 71 66 52 52
internal_value=0 0.000540039 0.000936454 0.000785223 0.000403806 0.000446062 0.000526916 0.000948777 0.000955044 0.000371005 0.000277833 0.000960291 0.000940743 0.00100113 0.000951574 0.000969184 0.000932383 0.000943238 0.00086729 0.00104945 0.000811687 0.000728091 0.0011242
internal_weight=0 647 2288 231 416 360 243 2191 2113 137 117 2059 1393 666 1338 529 363 1274 178 166 125 106 137
internal_count=2935 647 2288 231 416 360 243 2191 2113 137 117 2059 1393 666 1338 529 363 1274 178 166 125 106 137
is_linear=0
shrinkage=0.0032998


Tree=9343
num_leaves=26
num_cat=0
split_feature=4 123 2 11 4 2 150 2 150 481 160 42 2 403 2 2 13 12 12 13 11 4 39 481 480
split_gain=3.1606 1.17085 0.60174 0.302914 0.295344 0.223723 0.351635 0.186091 0.117638 0.111961 0.0960359 0.0852297 0.193302 0.103646 0.0759055 0.125091 0.0722506 0.0699845 0.112698 0.0562755 0.0731479 0.0622347 0.0421483 0.0269908 0.00320836
threshold=0.31392000000000003 0.081180000000000016 0.14870000000000003 0.077600000000000016 -0.080954999999999985 0.095565000000000011 0.082085000000000019 0.087495000000000003 0.087790000000000021 -0.0061249999999999994 -1.0000000180025095e-35 0.08845500000000002 0.084970000000000004 -0.13024499999999997 0.078775000000000012 0.086935000000000012 -0.07298499999999998 0.083815000000000014 0.092995000000000008 0.041960000000000004 0.080070000000000016 -0.17568999999999999 0.089755000000000015 -0.078354999999999994 0.084085000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 11 9 17 -3 10 23 -2 13 -13 -1 16 -16 -11 -7 -19 21 -21 -15 -12 24 -6
right_child=3 7 -4 -5 5 6 -8 -9 -10 14 22 12 -14 19 15 -17 -18 18 -20 20 -22 -23 -24 -25 -26
leaf_value=0.00068102879201756153 0.00039813368805355874 0.00030279786093058387 0.00041388810561571984 0.00062113665408172389 0.00077414541364704897 0.00060859103784432513 0.00042731980522934848 0.00054488241578288057 0.00047261429333961757 0.00075929433989183883 0.0002003577840595725 0.0010530385382158264 0.0007809030835572527 0.0009109320598338752 0.00085157795842695017 0.0007427224516473324 0.00066996628266853314 0.00084429500314754007 0.00069519207881310564 0.00068120821488570546 0.00083188421196564671 0.00081247874994080005 0.00032429502269268215 0.0008976776187672082 0.00083349550451960856
leaf_weight=73 85 58 56 54 52 68 56 89 66 198 73 52 67 103 162 456 223 74 258 72 78 290 54 66 52
leaf_count=73 85 58 56 54 52 68 56 89 66 198 73 52 67 103 162 456 223 74 258 72 78 290 54 66 52
internal_value=0 0.000736261 0.000753404 0.000394139 0.000761311 0.000736773 0.00067381 0.000449606 0.00034992 0.000760492 0.000311556 0.000816849 0.000900115 0.000800706 0.000747339 0.000771314 0.000712062 0.00070823 0.000728532 0.00081673 0.000759795 0.000838372 0.000253333 0.000840674 0.000804159
internal_weight=0 2603 2456 332 2400 1665 456 147 278 1209 212 735 119 616 1039 618 421 400 332 543 150 393 127 170 104
internal_count=2935 2603 2456 332 2400 1665 456 147 278 1209 212 735 119 616 1039 618 421 400 332 543 150 393 127 170 104
is_linear=0
shrinkage=0.0032998


Tree=9344
num_leaves=23
num_cat=0
split_feature=3 3 2 30 2 52 11 376 3 3 12 2 2 3 47 49 2 16 3 160 160 16
split_gain=9.15787 3.29491 2.20902 2.32094 1.4899 0.68514 0.58733 0.557932 0.533465 0.467384 0.430931 0.36808 0.352996 0.311871 0.238493 0.202976 0.186729 0.182673 0.140191 0.133865 0.126633 0.0945535
threshold=-0.051469999999999995 0.28833000000000003 0.11666500000000002 0.083930000000000018 0.11426500000000002 -0.22118499999999996 1.0000000180025095e-35 0.083825000000000024 -0.10115999999999999 0.11391500000000002 0.093245000000000008 0.10523 0.14870000000000003 -0.015474999999999997 0.11224000000000002 -0.079769999999999994 0.092250000000000013 -0.25397999999999993 -0.081634999999999985 -0.40860499999999994 -0.037434999999999989 -0.18817999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 7 6 -6 11 9 -7 13 -8 14 21 -2 15 -1 -15 -3 19 -17 -20 -4
right_child=1 17 12 -5 5 8 10 -9 -10 -11 -12 -13 -14 16 -16 18 -18 -19 20 -21 -22 -23
leaf_value=0.0010370411149227909 0.0009265417070869514 0.00012284718144554748 0.00052096720637769911 0.00040570246340437642 0.0011965976759796683 0.00052025082677779519 0.0015209321072585447 0.0007398388654933669 0.00094761593530255368 0.00083282307816863444 0.0012098940785704299 0.00097024414924316014 0.00029598253558761243 0.001282123231512895 0.00099451026474080273 0.0013793167455722079 0.0010953187496213514 0.00037468571891244068 0.0012356908382227102 0.0012171319933474976 0.0011275495881245055 0.00071361638585808477
leaf_weight=89 56 52 55 71 53 60 98 55 69 61 100 94 53 142 71 63 106 81 181 861 403 61
leaf_count=89 56 52 55 71 53 60 98 55 69 61 100 94 53 142 71 63 106 81 181 861 403 61
internal_value=0 0.000750707 0.000846216 0.000958301 0.00116595 0.000879619 0.00119252 0.00105163 0.000749115 0.00109852 0.00136402 0.00117323 0.000520363 0.00115172 0.00118465 0.00119308 0.00120242 0.000276487 0.00120227 0.00122823 0.00116113 0.000622578
internal_weight=0 793 660 491 2142 182 1960 420 129 365 198 1762 169 304 1668 1597 248 133 1508 924 584 116
internal_count=2935 793 660 491 2142 182 1960 420 129 365 198 1762 169 304 1668 1597 248 133 1508 924 584 116
is_linear=0
shrinkage=0.0032998


Tree=9345
num_leaves=28
num_cat=0
split_feature=4 2 12 13 11 2 42 2 15 15 4 15 12 160 12 4 4 2 12 15 475 42 12 52 42 2 4
split_gain=11.6154 3.60556 2.03798 0.747725 0.667895 0.623183 0.542659 0.523028 0.506848 0.460217 0.409922 0.366626 0.365482 0.341984 0.264865 0.211508 0.187763 0.168495 0.220892 0.150996 0.133049 0.121215 0.0834689 0.0759354 0.0697016 0.0459683 0.0213518
threshold=0.31392000000000003 0.13388500000000003 0.023990000000000004 -0.00027999999999999998 1.0000000180025095e-35 0.15305000000000002 1.0000000180025095e-35 0.14870000000000003 0.025430000000000005 -0.097794999999999979 -0.15615999999999999 0.039965000000000007 0.094435000000000005 -0.072884999999999991 -0.038859999999999992 0.018150000000000003 -0.0060699999999999999 0.090420000000000014 0.088185000000000013 -0.16749999999999998 -0.085774999999999976 -0.048914999999999993 0.086085000000000009 -0.0087149999999999988 0.079335000000000003 0.095785000000000023 -0.068329999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 12 13 16 -3 9 -5 -11 -6 17 -2 -15 21 -1 20 -19 -16 -4 26 -22 -20 -23 -17 -14
right_child=5 7 4 8 11 -7 -8 -9 -10 10 -12 -13 15 14 19 25 -18 18 23 -21 22 24 -24 -25 -26 -27 -28
leaf_value=0.00060733979474132172 0.00075903651162139416 0.00083022781363130676 0.0011124100851883667 0.0012734942765172692 0.0013015694014191818 0.00017024820865186997 0.0011037463476002173 0.00039757195495322825 0.0013928606655367907 0.0011384901911930345 0.00080180163358147655 0.0016245368001092592 0.001314079693611665 0.00033740959990025924 0.00071909140110847385 0.00095763520644241641 0.00085188706653448458 0.0010041906689008822 0.0013169811434279291 0.00047671562668421104 0.0013079509220911294 0.0010263146056122623 0.0012426690234849868 0.0011736529817395352 0.0011630086800763788 0.0010823609610759236 0.0012178671184075633
leaf_weight=76 67 58 68 62 99 56 57 65 52 67 99 65 53 80 52 65 65 72 66 64 381 60 608 136 178 85 100
leaf_count=76 67 58 68 62 99 56 57 65 52 67 99 65 53 80 52 65 65 72 66 64 381 60 608 136 178 85 100
internal_value=0 0.00115409 0.00118109 0.000986816 0.00122669 0.000487228 0.000830881 0.000601875 0.00109696 0.00102932 0.000937906 0.00142979 0.00120888 0.000554587 0.000484519 0.00113577 0.000720324 0.00123857 0.0011639 0.000585671 0.00125789 0.00117681 0.00126785 0.00122066 0.0011287 0.00102855 0.00125143
internal_weight=0 2637 2514 478 2036 319 198 123 280 228 166 164 1872 263 196 541 141 1331 274 116 1057 391 989 202 238 150 153
internal_count=2956 2637 2514 478 2036 319 198 123 280 228 166 164 1872 263 196 541 141 1331 274 116 1057 391 989 202 238 150 153
is_linear=0
shrinkage=0.0032998


Tree=9346
num_leaves=24
num_cat=0
split_feature=4 3 3 43 3 0 10 0 49 49 4 3 0 0 4 0 0 43 42 402 43 402 0
split_gain=5.60414 1.16982 0.560603 0.588317 0.356959 0.417128 0.24131 0.197421 0.177879 0.156788 0.179866 0.233873 0.144685 0.128739 0.124799 0.106318 0.0890116 0.0738101 0.0688214 0.0608485 0.0588805 0.0454703 0.011947
threshold=0.31392000000000003 -0.065674999999999983 0.28833000000000003 -0.035884999999999993 0.35004500000000011 -0.10594499999999998 -1.0000000180025095e-35 -0.14259999999999998 -0.079769999999999994 -0.070754999999999985 -0.14595999999999995 0.093925000000000022 -0.036459999999999992 -0.10298499999999998 0.008570000000000003 -0.10339499999999999 0.12429000000000001 -0.077224999999999988 0.086135000000000003 -0.45024999999999993 -0.08231999999999999 0.11367500000000001 -0.090614999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 6 5 -2 -3 -1 18 -5 -11 15 -7 -8 16 -12 19 20 -9 -10 -16 -21 -19
right_child=4 2 -4 9 -6 12 13 8 14 10 11 -13 -14 -15 17 -17 -18 22 -20 21 -22 -23 -24
leaf_value=0.00088385910808589524 0.00043450699482050926 0.00026232821860245736 0.00026164388979125244 0.00080871002243098841 -1.9394966910193169e-05 8.4083581936056676e-05 0.00038706514933431078 0.00065913919440588938 0.00063471274224716884 0.00075386622184588244 0.00077022796594857434 0.00041787727918877392 0.00028834689495718061 0.00058572680725473491 0.00062461507742122635 0.00058933577164244652 0.0006043668147221584 0.00062245983304927345 0.00048868233527855746 0.00073348103748564612 0.00078104607532448859 0.00082070430787490028 0.00054527412962964794
leaf_weight=75 98 57 64 68 59 101 57 57 70 96 55 68 61 101 55 111 64 56 52 1338 58 76 59
leaf_count=75 98 57 64 68 59 101 57 57 70 96 55 68 61 101 55 111 64 56 52 1338 58 76 59
internal_value=0 0.000675003 0.000556512 0.00058724 0.000211769 0.000264361 0.000447648 0.000715912 0.000709211 0.00066256 0.000632337 0.000582329 0.000161215 0.000514281 0.000717236 0.000649482 0.000728027 0.000643812 0.000578144 0.000733337 0.000705219 0.000738194 0.000583167
internal_weight=0 2637 677 613 319 260 215 1960 1885 398 330 234 162 158 1776 166 1548 228 109 1484 113 1414 115
internal_count=2956 2637 677 613 319 260 215 1960 1885 398 330 234 162 158 1776 166 1548 228 109 1484 113 1414 115
is_linear=0
shrinkage=0.0032998


Tree=9347
num_leaves=28
num_cat=0
split_feature=1 4 2 15 39 3 1 2 457 47 133 133 457 1453 43 43 0 1 43 3 3 4 15 4 15 1 0
split_gain=0.823199 0.314671 0.179353 0.110264 0.109691 0.102146 0.13747 0.0932673 0.0941733 0.138917 0.112203 0.126341 0.0920209 0.077426 0.0650372 0.0646344 0.0481121 0.0466725 0.0394477 0.0387387 0.0345839 0.0385614 0.0734244 0.0673134 0.0351674 0.00876922 0.00646022
threshold=0.11406500000000001 0.31392000000000003 0.09056500000000002 -0.43091499999999999 0.087735000000000021 -0.10859999999999999 0.10373000000000002 0.13447000000000003 -0.0034949999999999994 0.081320000000000017 0.046800000000000008 0.118995 0.08351500000000002 -0.014859999999999998 -0.16130499999999998 -0.080324999999999994 -0.051824999999999989 0.13546500000000003 -0.080859999999999974 -0.077344999999999983 -0.092954999999999996 -0.078454999999999983 0.089955000000000021 -0.075559999999999974 0.084175000000000014 0.137215 -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 2
left_child=2 4 5 17 16 14 13 8 -4 10 12 18 15 -7 -1 -10 26 -3 -12 -13 24 22 -22 -23 -15 -5 -2
right_child=1 3 7 25 -6 6 -8 -9 9 -11 11 19 -14 20 -16 -17 -18 -19 -20 -21 21 23 -24 -25 -26 -27 -28
leaf_value=0.021197178629401885 0.0074289879784673451 0.0069810744582839554 0.0049713545011218028 -0.0026973263200123329 0.0022275106037298381 0.0070447171160460259 0.005612189935982722 0.0033569522619112144 0.0053051852153547241 0.018217139234285893 0.018163576771937466 0.011459521108512716 0.0033313893780051022 0.013564434494222002 0.014198130733931929 0.01082810059838233 0.01523993892326252 0.00023273202669102518 0.013267648851091574 0.0052531946272481528 0.013936707997309958 0.0079841675560080143 0.019754984382143119 0.013446242420655957 0.0072898396790078528 -0.0058670902783239352 0.010290200252498327
leaf_weight=69 52 52 77 53 55 58 74 53 74 73 95 64 72 52 89 353 52 67 101 54 394 74 75 566 53 52 53
leaf_count=69 52 52 77 53 55 58 74 53 74 73 95 64 72 52 89 353 52 67 101 54 394 74 75 566 53 52 53
internal_value=0 0.0040886 0.0120151 -0.000301971 0.00873617 0.0131862 0.012706 0.0102797 0.0106588 0.0111511 0.0105144 0.0130192 0.00893458 0.0131173 0.017266 0.00987518 0.0110048 0.00319669 0.0156498 0.00863456 0.0134059 0.0136875 0.014871 0.0128175 0.0104144 -0.00428422 0.00889033
internal_weight=0 436 2520 224 212 1504 1346 1016 963 886 813 314 499 1272 158 427 157 119 196 118 1214 1109 469 640 105 105 105
internal_count=2956 436 2520 224 212 1504 1346 1016 963 886 813 314 499 1272 158 427 157 119 196 118 1214 1109 469 640 105 105 105
is_linear=0
shrinkage=0.16829


Tree=9348
num_leaves=17
num_cat=0
split_feature=12 3 12 1456 402 13 40 51 1374 402 402 30 12 3 123 3
split_gain=0.358604 0.207336 0.140818 0.0726887 0.081252 0.0692654 0.15099 0.056627 0.0823013 0.0550917 0.0605933 0.0549659 0.108311 0.0534513 0.0419025 0.0288899
threshold=-1.0000000180025095e-35 0.25089000000000006 0.13936000000000001 -0.15824499999999997 0.088545000000000013 -0.11210999999999999 -1.0000000180025095e-35 0.12566000000000002 0.088870000000000018 0.097230000000000025 0.11288500000000001 0.083930000000000018 -0.083979999999999985 0.11878500000000002 0.085810000000000011 -0.081914999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 7 -1 11 8 13 -6 -11 12 14 -5 -7 -12
right_child=1 -3 -4 4 9 6 -8 -9 -10 10 15 -13 -14 -15 -16 -17
leaf_value=0.0084107696227901426 0.015489093216434472 -0.0002379325375041903 0.002575615549489884 0.0098430967844806462 0.017893558797986708 0.0067080690010297784 -0.0032237435633878406 0.013763711462493675 0.0028563779608759719 0.0081799268466698875 0.017154266428099758 0.00071133115877779164 0.011991069025483952 0.004552936601115453 0.00013412346020470628 0.011527871460621855
leaf_weight=94 73 57 71 1896 52 56 78 95 52 84 53 57 69 57 55 57
leaf_count=94 73 57 71 1896 52 56 78 95 52 84 53 57 69 57 55 57
internal_value=0 0.00976692 0.00999667 0.0102137 0.0100488 0.00439 0.00318444 0.00970643 0.00951329 0.0129644 0.0116339 0.00530105 0.00674448 0.00968962 0.00346689 0.0142551
internal_weight=0 2547 2490 2419 2346 409 315 2100 2005 246 194 237 180 1953 111 110
internal_count=2956 2547 2490 2419 2346 409 315 2100 2005 246 194 237 180 1953 111 110
is_linear=0
shrinkage=0.16829


Tree=9349
num_leaves=21
num_cat=0
split_feature=1 1 4 12 49 1 48 3 4 4 42 4 3 3 1 3 3 12 159 42
split_gain=11.4115 1.67863 1.51424 1.06851 0.525805 0.525077 0.523331 0.475578 0.329204 0.300001 0.217214 0.228796 0.196375 0.182256 0.169732 0.154964 0.152221 0.12288 0.0948353 0.0703698
threshold=0.11657000000000002 0.10075500000000003 0.31392000000000003 0.087255000000000013 0.10868000000000001 0.13074500000000003 0.087730000000000016 0.092005000000000017 -0.078454999999999983 -0.072004999999999986 0.11603500000000001 0.24099500000000004 -0.14954999999999999 -0.11151499999999999 0.14754500000000001 0.0025650000000000004 -0.076289999999999983 0.096315000000000026 0.11320500000000001 -0.027559999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 15 7 -4 -2 8 12 -9 11 18 -1 -5 -7 -3 -6 19 -10 -14
right_child=2 3 5 13 16 14 -8 9 10 -11 -12 -13 17 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0013184960564953923 0.00082736626347136393 0.00058444822197198723 0.00051121512117419175 0.001173655299883611 0.00098648857134812614 0.00023817673364835595 0.00047064211182768937 0.0010431298624398657 0.0011036595323739989 0.00069744807585894264 0.00091514013112132023 0.00088341162795436631 0.0011049499521319428 0.00093633231835863395 1.1261790673957732e-05 0.00077031691019841778 0.00077892155202609315 0.00099676185376366576 0.00095645740175206268 0.0011842883193806711
leaf_weight=80 99 103 62 68 93 93 83 60 995 52 92 60 206 79 59 98 70 61 54 389
leaf_count=80 99 103 62 68 93 93 83 60 995 52 92 60 206 79 59 98 70 61 54 389
internal_value=0 0.00104558 0.000443494 0.000832108 0.00107915 0.00025505 0.000664878 0.00109358 0.00110574 0.000882949 0.00107168 0.00108464 0.00116127 0.00104635 0.00015033 0.000675246 0.000897566 0.00114204 0.00109612 0.00115688
internal_weight=0 2560 396 348 2212 214 182 2049 1937 112 1201 1109 736 147 152 201 163 656 1049 595
internal_count=2956 2560 396 348 2212 214 182 2049 1937 112 1201 1109 736 147 152 201 163 656 1049 595
is_linear=0
shrinkage=0.0032998


Tree=9350
num_leaves=24
num_cat=0
split_feature=1 13 1452 0 4 48 4 15 0 4 4 1 51 13 13 1446 1 1186 0 40 0 13 15
split_gain=0.335912 0.243464 0.0904944 0.0767893 0.118128 0.101619 0.137571 0.0669956 0.059759 0.115052 0.345965 0.161691 0.147839 0.0805096 0.0759792 0.0604649 0.0569982 0.0557168 0.0533583 0.0408272 0.0537573 0.0370531 0.0254753
threshold=0.12646500000000002 -1.0000000180025095e-35 0.086470000000000005 -0.12259499999999998 -0.080954999999999985 -0.065589999999999996 -0.0023699999999999997 -0.095584999999999989 -0.08176499999999999 -0.17568999999999999 -0.10023999999999998 0.078705000000000011 -0.057604999999999996 -0.10667999999999998 -0.087404999999999997 0.087820000000000023 0.10575500000000002 0.064110000000000014 -0.082844999999999988 -0.061244999999999994 -0.087404999999999997 -0.080784999999999982 -0.011244999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 19 3 4 -1 -6 -7 16 13 11 -11 -10 -13 -5 -12 17 -8 18 -15 -2 -21 -16 -4
right_child=1 -3 22 8 5 6 7 -9 9 10 14 12 -14 15 21 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.012994706140466154 0.0021877257042515193 0.0092015437244210053 0.016105070703025137 0.015961908556377344 0.011493314668997046 -0.0029785452318327448 0.011509690688672721 0.0016906918120497532 0.0049839817887379475 -0.006316699426644902 0.0018715900866225249 0.010280048480742147 0.021410288107239227 0.0081331977773818221 0.012090478606475405 0.014310848951884557 0.0039919785969919457 0.014179848320146885 0.012042042964446912 0 -0.0073031499819198467 0.0078722362219875181 0.010690284112889711
leaf_weight=59 53 90 52 54 53 70 66 73 76 52 58 88 56 825 66 64 52 55 115 60 54 746 53
leaf_count=59 53 90 52 54 53 70 66 73 76 52 58 88 56 825 66 64 52 55 115 60 54 746 53
internal_value=0 0.00214271 0.00851613 0.00832075 0.00606801 0.00476078 0.00338675 0.00572899 0.00869258 0.00782866 0.00699842 0.0113 0.014621 0.00957739 0.00779633 0.00925014 0.00821203 0.00892282 0.00861332 -0.0016507 -0.00345098 0.00821731 0.013389
internal_weight=0 257 2733 2628 373 314 261 191 2255 1142 922 220 144 1113 870 1059 118 995 940 167 114 812 105
internal_count=2990 257 2733 2628 373 314 261 191 2255 1142 922 220 144 1113 870 1059 118 995 940 167 114 812 105
is_linear=0
shrinkage=0.16829


Tree=9351
num_leaves=25
num_cat=0
split_feature=1 52 47 12 1 12 12 0 0 4 4 4 1 4 0 133 13 4 0 12 13 50 42 42
split_gain=6.31651 1.2071 0.852539 0.564375 0.524084 0.416827 0.289326 0.279596 0.188001 0.1666 0.162633 0.157195 0.147357 0.1454 0.144618 0.243517 0.116718 0.0991528 0.126723 0.086456 0.0767212 0.062579 0.0725455 0.036648
threshold=0.10398500000000001 -0.25811499999999993 0.078345000000000012 -0.032329999999999991 0.13074500000000003 0.088325000000000015 0.092755000000000018 -0.11991499999999998 -0.046614999999999997 -0.50690499999999983 0.13995000000000002 0.059230000000000012 0.092845000000000025 0.22276500000000002 -0.081224999999999978 -0.043354999999999998 -0.052719999999999996 -0.082619999999999985 -0.11167499999999998 0.085785000000000014 -0.0090849999999999976 0.11657000000000002 0.11466000000000001 0.096545000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 12 5 10 9 -4 11 -5 -3 21 -1 14 17 -16 -6 19 -19 -11 -17 22 23 -8
right_child=1 2 7 6 16 -7 8 -9 -10 13 -12 -13 -14 -15 15 20 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=0.0010317101755888719 0.001147937083370059 0.00056400656975290754 0.00074149185316219122 0.001361313835273964 0.00043127486678669731 0.000971097829430928 0.0011555162255473571 0.0010427443433937435 0.00093712487796929395 0.0013279521407015659 0.0007576891816073718 0.00098279122917117249 0.00081474135764823667 0.00099633253310027025 0.00090811976383500207 0.0011035191582501841 0.00060723748714367018 0.0010768828534705268 0.0011964734104331397 0.0012006678985887354 0.0012208756025927359 0.0010365622947632555 0.0010629639002072012 0.0012463726679058571
leaf_weight=83 83 94 53 55 100 65 291 97 75 112 100 87 62 52 53 148 73 120 693 147 121 65 88 73
leaf_count=83 83 94 53 55 100 65 291 97 75 112 100 87 62 52 53 148 73 120 693 147 121 65 88 73
internal_value=0 0.000774937 0.000721683 0.00113984 0.000646999 0.000741225 0.00115317 0.000936537 0.00109591 0.00117905 0.000664025 0.00111557 0.00093918 0.00117209 0.00117862 0.00111568 0.000505729 0.0011975 0.00117887 0.00125585 0.00115644 0.00113784 0.00115233 0.00117383
internal_weight=0 665 582 2325 432 259 2180 150 679 1501 194 604 145 1446 1394 322 173 1072 813 259 269 517 452 364
internal_count=2990 665 582 2325 432 259 2180 150 679 1501 194 604 145 1446 1394 322 173 1072 813 259 269 517 452 364
is_linear=0
shrinkage=0.0032998


Tree=9352
num_leaves=13
num_cat=0
split_feature=2 1453 160 41 41 1447 474 475 475 43 2 160
split_gain=0.195105 0.103745 0.064779 0.0980514 0.197466 0.07869 0.0713239 0.0676675 0.0717346 0.0613977 0.062096 0.0185555
threshold=0.13554000000000002 -0.077554999999999985 -0.41859999999999992 0.087555000000000008 0.075585000000000013 -0.00067499999999999993 -0.14785999999999996 -0.088544999999999985 -0.085684999999999997 -0.049364999999999992 0.14808000000000002 -0.52850499999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 6 -3 -4 -8 -9 -2 -11 -7
right_child=9 2 3 -5 -6 11 7 8 -10 10 -12 -13
leaf_value=0.013683839998375238 0.005759162666585515 0.0053410033926717193 0.013493183906142152 0.0012379318203122763 0.017338470924199822 0.015349875575762412 0.001534252500933986 0.013396848836785352 0.0071483148421402154 0.0040976346717377602 -0.0034850515214580068 0.011151138653469537
leaf_weight=82 93 59 52 73 57 52 60 54 2199 57 66 86
leaf_count=82 93 59 52 73 57 52 60 54 2199 57 66 86
internal_value=0 0.00775973 0.00757861 0.00734426 0.00752756 0.0105376 0.00729034 0.00715012 0.00729888 0.00249608 1.42699e-05 0.0127463
internal_weight=0 2774 2692 2495 2422 197 2365 2313 2253 216 123 138
internal_count=2990 2774 2692 2495 2422 197 2365 2313 2253 216 123 138
is_linear=0
shrinkage=0.16829


Tree=9353
num_leaves=14
num_cat=0
split_feature=3 123 4 1 52 157 160 4 42 12 151 12 42
split_gain=0.348264 0.0933984 0.0807817 0.132308 0.168155 0.12916 0.108121 0.106429 0.0744246 0.0588027 0.0587803 0.0352617 0.0295793
threshold=0.3148450000000001 0.088610000000000008 -0.17568999999999999 0.081540000000000015 -0.13047499999999998 -0.22637999999999997 -0.5242349999999999 -0.10023999999999998 -0.09361499999999999 0.085945000000000008 -0.086439999999999989 -0.081654999999999991 0.088305000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 12 -8 9 -9 -10 -3 -7
right_child=-2 11 5 4 -6 6 7 8 10 -11 -12 -13 -14
leaf_value=0.0041927826552607137 -0.0038213159330129308 0.0046160548906111747 -0.0018058378778674988 0.0082390827778313462 0.019747762205914458 0.014719215879588967 0.00093426171020503641 0.013685999136178472 0.0035716394621155161 0.007639638020838873 0.0065560587680124618 -0.001163673365534425 0.0089278472017139867
leaf_weight=83 96 62 53 97 58 53 100 68 211 147 1853 57 52
leaf_count=83 96 62 53 97 58 53 100 68 211 147 1853 57 52
internal_value=0 0.00647013 0.00666836 0.00964771 0.0125571 0.00638815 0.0065637 0.00632883 0.00656475 0.00956033 0.00625184 0.00183252 0.0118682
internal_weight=0 2894 2775 238 155 2537 2484 2379 2279 215 2064 119 105
internal_count=2990 2894 2775 238 155 2537 2484 2379 2279 215 2064 119 105
is_linear=0
shrinkage=0.16829


Tree=9354
num_leaves=22
num_cat=0
split_feature=15 2 123 16 2 3 3 3 39 3 15 15 3 3 3 2 16 15 50 2 16
split_gain=4.62903 2.10196 0.979805 0.836844 0.562459 0.264234 0.256177 0.218803 0.20126 0.200017 0.197728 0.184648 0.201132 0.187336 0.158438 0.142676 0.101466 0.0927258 0.0903324 0.0532923 0.010623
threshold=-0.26361999999999991 0.10633000000000002 1.0000000180025095e-35 0.31497000000000003 0.14870000000000003 -0.029394999999999998 -0.089704999999999993 0.14029000000000003 0.087880000000000014 0.10402500000000002 -0.12431499999999999 -0.015104999999999999 -0.091894999999999991 0.040040000000000006 -0.081224999999999978 0.081315000000000012 -0.093484999999999985 -0.087284999999999988 0.077765000000000015 0.11543500000000002 -0.067169999999999994
decision_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 9 4 5 6 -3 8 -1 10 16 12 -12 14 -13 -4 -2 -7 -14 -5 -8
right_child=1 3 15 19 -6 17 20 -9 -10 -11 11 13 18 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0004028217046431105 0.0010468566461294074 0.00043477786017632672 0.00036397032835263992 0.00071157853048580495 0.00022616676529602699 0.00033456443590583717 0.00075242134776196676 5.1414513214978062e-05 0.00016853465212099839 0.0006199653048866978 0.00058958370701912106 0.00083730025796953996 0.00074988512972552811 0.00099857782990994551 0.0007536619207128614 0.00060427665803395485 0.00085751066149452682 0.00050422161284120986 0.00085355203317105568 0.00084313412965828644 0.00067799676717427532
leaf_weight=90 53 52 56 81 77 58 58 52 73 65 75 872 414 64 360 54 85 96 126 67 62
leaf_count=90 53 52 56 81 77 58 58 52 73 65 75 872 414 64 360 54 85 96 126 67 62
internal_value=0 0.000741451 0.000786694 0.000558773 0.00048061 0.0005406 0.000629972 0.000238609 0.000298112 0.000802518 0.000808292 0.00079945 0.00075169 0.000822086 0.000812889 0.000482259 0.000930486 0.000440554 0.000774139 0.000771372 0.000714262
internal_weight=0 2775 2224 551 403 326 172 215 163 2114 2049 1911 615 1296 1232 110 138 154 540 148 120
internal_count=2990 2775 2224 551 403 326 172 215 163 2114 2049 1911 615 1296 1232 110 138 154 540 148 120
is_linear=0
shrinkage=0.0032998


Tree=9355
num_leaves=21
num_cat=0
split_feature=4 2 123 2 14 52 2 13 51 4 2 13 4 1203 13 42 4 2 42 52
split_gain=5.24202 1.76612 0.827185 0.496122 0.371315 0.336208 0.287898 0.275149 0.229015 0.22868 0.198912 0.167975 0.149515 0.146801 0.133383 0.15699 0.0997005 0.0931814 0.0748227 0.0688229
threshold=0.31392000000000003 0.13631000000000001 1.0000000180025095e-35 0.10859000000000001 0.077140000000000014 -0.032354999999999988 0.11504500000000002 -0.088654999999999998 0.078960000000000016 0.052250000000000012 0.081315000000000012 -0.14258499999999999 0.50214500000000006 1.0000000180025095e-35 -0.081224999999999978 1.0000000180025095e-35 0.066300000000000012 0.13966500000000001 0.088805000000000009 -0.42946499999999993
decision_type=2 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 -3 12 -5 9 13 -4 -8 -2 -1 -10 -16 -11 -13 19 -9
right_child=6 5 10 7 -6 -7 11 18 14 16 -12 17 -14 -15 15 -17 -18 -19 -20 -21
leaf_value=0.00076787027500697046 0.00050127522869492771 0.00013536356400430693 0.00032233533126275479 0.00039020268522385289 0.00097050447814034033 0.00049021135041993238 0.00032241308310083759 0.0007045214878550754 0.00077753097841301013 0.0005626199788408906 0.0005844450887987488 0.00018127324951605541 0.00027467194431426056 0.00089405203174960414 0.00066868918020209021 0.00045172972649279208 0.00071237235774422982 0 0.00074079003135013274 0.00055047253905677522
leaf_weight=1424 59 59 57 52 87 58 58 55 72 74 73 76 71 112 131 52 159 52 81 85
leaf_count=1424 59 59 57 52 87 58 58 55 72 74 73 76 71 112 131 52 159 52 81 85
internal_value=0 0.000708402 0.000726856 0.000740859 0.000758045 0.000311572 0.000258415 0.000607835 0.000748895 0.000762345 0.000469791 0.000174794 0.000377786 0.000777094 0.000655455 0.000607232 0.000664963 0.000107628 0.000658884 0.000611243
internal_weight=0 2631 2514 2384 2111 117 316 273 2024 1769 130 186 130 1536 255 183 233 128 221 140
internal_count=2947 2631 2514 2384 2111 117 316 273 2024 1769 130 186 130 1536 255 183 233 128 221 140
is_linear=0
shrinkage=0.0032998


Tree=9356
num_leaves=29
num_cat=0
split_feature=1 2 15 13 15 1 52 52 2 2 150 48 0 0 15 43 13 1 50 43 393 1210 403 1455 1 2 15 52
split_gain=8.06188 1.80135 0.886304 0.795855 0.748758 0.603373 0.425468 0.579246 0.447767 0.406855 0.391834 0.365586 0.33095 0.288352 0.26428 0.225609 0.177436 0.12864 0.135862 0.117382 0.105927 0.102743 0.151949 0.102181 0.095745 0.07694 0.0610593 0.0353463
threshold=0.10684 0.17553000000000005 -0.24211499999999997 -0.39297499999999991 0.033605000000000003 0.085345000000000018 -0.092084999999999986 1.0000000180025095e-35 0.08647500000000001 -0.007134999999999999 1.0000000180025095e-35 0.12264000000000001 -0.14164999999999997 -0.14043999999999998 -1.0000000180025095e-35 -0.0068849999999999996 -0.040229999999999995 0.094165000000000013 0.095610000000000014 0.29736500000000005 0.10135500000000001 -0.00046999999999999993 -0.11705499999999998 0.08129500000000002 0.13546500000000003 0.087515000000000023 -0.055184999999999991 -0.51745999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 15 -4 5 13 27 8 9 -8 11 16 -6 -1 19 -2 -5 18 20 23 21 25 -23 26 -17 -14 -15 -7
right_child=1 -3 3 10 12 6 7 -9 -10 -11 -12 -13 17 14 -16 24 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29
leaf_value=0.0011040397880050705 0.00019601051853019295 -7.0556742020539583e-05 0.00022732489513720892 0.00092671450277678703 0.0011601365094027504 0.00094029476489530946 0.00048809843252897467 0.0009277351216669318 0.00039322899665874113 0.00085190139609837628 0.00046083777540717967 0.00050223325751739395 0.0010385136131347214 0.00092753788832015309 0.00067899172420029727 0.0005278456108461086 0.0007142042022412555 0.0010465383144150386 0.00077046755920325157 0.00071923069622637902 0.0010702683202794736 0.00078051298062924537 0.00091671977869234073 0.00076993461366520828 0.00032937738756764877 0.00088353705181036318 0.0008530173846381723 0.00081566099162920438
leaf_weight=54 82 65 52 80 69 63 61 63 94 76 75 56 112 374 87 53 98 86 73 52 52 113 512 77 56 57 202 53
leaf_count=54 82 65 52 80 69 63 61 63 94 76 75 56 112 374 87 53 98 86 73 52 52 113 512 77 56 57 202 53
internal_value=0 0.000448553 0.000509743 0.000606036 0.000872891 0.000817969 0.000713595 0.000646378 0.000569491 0.000690173 0.000669653 0.00073643 0.000937086 0.000868511 0.000852408 0.000327562 0.000809912 0.000921737 0.000910019 0.000873758 0.00092202 0.000912266 0.00089215 0.000886009 0.000426203 0.000986452 0.000901465 0.000883654
internal_weight=0 617 552 361 2330 1256 410 294 231 137 309 234 1074 846 792 191 178 1005 919 705 846 794 625 653 109 169 576 116
internal_count=2947 617 552 361 2330 1256 410 294 231 137 309 234 1074 846 792 191 178 1005 919 705 846 794 625 653 109 169 576 116
is_linear=0
shrinkage=0.0032998


Tree=9357
num_leaves=22
num_cat=0
split_feature=1 48 12 403 2 2 150 10 133 40 1456 484 151 475 43 132 2 43 1 158 1
split_gain=0.253129 0.0912969 0.124435 0.153096 0.134691 0.0984345 0.117264 0.081904 0.143469 0.099093 0.0652139 0.137032 0.0504504 0.0494536 0.0538015 0.0452232 0.0446909 0.121107 0.043023 0.0417284 0.0218775
threshold=0.11374000000000002 -0.088899999999999993 0.083985000000000018 -0.081424999999999984 0.10859000000000001 0.072175000000000017 0.085075000000000026 -0.088499999999999981 -0.039759999999999997 -0.071824999999999986 -0.078314999999999982 0.0087000000000000011 -0.056409999999999995 0.0030750000000000005 0.31405000000000005 -0.083284999999999984 0.13554000000000002 -0.00067499999999999993 0.086965000000000001 0.085110000000000005 0.10711500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 18 -2 -9 -10 11 -4 -11 14 15 -12 17 -14 -7 -17 -6
right_child=7 2 10 4 20 6 -8 8 9 12 13 -13 16 -15 -16 19 -18 -19 -20 -21 -22
leaf_value=0.013415506834824035 -0.0032142010837196765 -0.0041248369095516265 -0.0018692198714262247 0.0015710386497410215 0.0022331804063137205 0.010451056589359997 0.0010603552875360909 -0.0039450405914270075 -0.0011124927905354662 0.0014766575569078199 0.011634108467014839 0.0086269009507480288 0.0046422043633330629 0.0024826401973118487 0.0035017499338062773 0.0073929743029548436 0.0036997387823428977 0.014553630960004501 0.005771972395613308 0.010744996554105744 -0.0026231190830527848
leaf_weight=56 64 54 66 91 53 214 61 65 66 53 88 75 80 55 85 1344 67 63 78 117 52
leaf_count=56 64 54 66 91 53 214 61 65 66 53 88 75 80 55 85 1344 67 63 78 117 52
internal_value=0 0.00666702 0.00651095 0.00440662 0.00524906 0.00653103 0.00780457 0.00235554 0.00326483 0.00469474 0.00720336 0.00370108 0.0061589 0.00749467 0.00766228 0.00788942 0.00733205 0.00902134 0.00920732 0.00766264 -0.000154734
internal_weight=0 2489 2433 603 549 444 353 458 394 329 1830 141 263 1689 1634 1549 210 143 292 1461 105
internal_count=2947 2489 2433 603 549 444 353 458 394 329 1830 141 263 1689 1634 1549 210 143 292 1461 105
is_linear=0
shrinkage=0.16829


Tree=9358
num_leaves=23
num_cat=0
split_feature=1 1 39 2 16 10 2 1 2 2 0 0 2 1 1212 403 0 1455 43 2 13 13
split_gain=5.37673 0.636763 0.632435 0.418255 0.398165 0.254223 0.200072 0.194733 0.17652 0.174901 0.162458 0.135087 0.166416 0.455106 0.137257 0.256017 0.101163 0.101101 0.0938207 0.09321 0.041243 0.0277354
threshold=0.11156000000000001 0.13276500000000002 0.0047850000000000011 0.10859000000000001 0.12992000000000004 -0.063134999999999983 0.11152000000000002 0.086215000000000014 -1.0000000180025095e-35 0.13554000000000002 -0.075804999999999997 -0.038724999999999989 0.089545000000000013 0.08776500000000001 0.040035000000000008 -0.10802999999999999 -0.034759999999999992 0.041385000000000012 -0.26788499999999998 0.13154000000000002 0.041960000000000004 -0.049464999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 8 6 -3 -2 -4 -1 -7 -5 12 14 17 18 -16 21 -14 -10 -8 -13 -12
right_child=1 5 7 10 -6 9 19 -9 11 -11 16 20 13 -15 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00068394373869717169 0.00062210936938349257 0.00012352361266707194 0.00077367265966395593 0.00057533348215968981 0.00078054661499402296 0.00048688926495069605 0.00034687866429297415 0.00052538356729904545 0.001015938585145669 0.00027177575159568253 0.00077006594271832496 0.001002112766472102 0.00085186786970668977 0.00052985723274448211 0.00059308865425065015 0.00085794637925584824 0.00065652636609789445 0.00069415322917559992 0.00088136311641912122 0.00052342737114293228 0.00087766162863250571 0.00087115345290897817
leaf_weight=67 77 56 55 69 65 85 91 97 64 82 83 93 451 60 52 184 70 52 928 53 52 61
leaf_count=67 77 56 55 69 65 85 91 97 64 82 83 93 451 60 52 184 70 52 928 53 52 61
internal_value=0 0.000449402 0.000822445 0.000836192 0.000552627 0.000316856 0.000485432 0.000615457 0.000853062 0.000381476 0.000716666 0.000858897 0.000850876 0.000803109 0.000872747 0.000799737 0.000762071 0.000835633 0.000890081 0.000412103 0.000957725 0.000813132
internal_weight=0 509 2438 2286 286 223 221 152 2003 167 283 1936 1791 563 1228 236 214 503 992 144 145 144
internal_count=2947 509 2438 2286 286 223 221 152 2003 167 283 1936 1791 563 1228 236 214 503 992 144 145 144
is_linear=0
shrinkage=0.0032998


Tree=9359
num_leaves=23
num_cat=0
split_feature=1 1 16 52 2 14 4 42 2 4 39 160 0 2 43 160 1212 43 15 394 2 43
split_gain=4.20791 0.96928 0.522182 0.536424 0.327902 0.292 0.295656 0.289681 0.264973 0.199107 0.164601 0.100763 0.099632 0.133415 0.0979198 0.0918566 0.134177 0.0797667 0.0790917 0.0590653 0.042029 0.030855
threshold=0.10123500000000001 0.12381000000000002 0.51165500000000008 0.13072500000000004 0.10472500000000001 0.073890000000000011 0.032770000000000001 0.073240000000000013 0.16730000000000003 0.40441500000000002 0.0047850000000000011 0.04198000000000001 -0.10934999999999999 0.11366500000000002 -0.0068849999999999996 -0.0076849999999999991 0.040035000000000008 -0.080684999999999993 -0.092879999999999976 0.0044650000000000011 0.099655000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 7 6 10 -2 9 -3 12 17 -1 15 -6 16 -14 -8 -16 -17 -19 -11
right_child=1 8 -4 -5 14 -7 11 -9 -10 21 -12 -13 13 -15 18 19 -18 20 -20 -21 -22 -23
leaf_value=0.00058730549445079334 0.00039835815111459509 0.00041718287854478184 0.00074776234566952535 0.00075488940859887654 0.0001987417804466988 0.00087122950515700548 0.00042555938107461403 0.00070406819983184939 6.3452271743148222e-05 0.00016366820082597692 0.00050909441065826681 0.00067800190365371904 0.00069358584261602126 0.00057106664333035607 0.00044761797825005359 0.00072433436279841499 0.00051568909854155583 0.00063950344091936345 0.00027768362219754352 0.0008397120966703983 0.00052505973989779454 0.00026784889799932882
leaf_weight=85 90 98 75 53 64 91 52 55 64 61 52 84 474 79 59 1017 53 71 64 55 82 69
leaf_count=85 90 98 75 53 64 91 52 55 64 61 52 84 474 79 59 1017 53 71 64 55 82 69
internal_value=0 0.000400705 0.000495173 0.000445875 0.000396439 0.000686853 0.000678862 0.00051456 0.000251767 0.000304472 0.000694569 0.000580092 0.00070002 0.000705708 0.000304659 0.000712338 0.000675762 0.000539801 0.000359483 0.000730287 0.000578398 0.000219235
internal_weight=0 752 460 385 332 2195 2104 145 292 228 1815 289 1763 1678 187 1599 527 205 123 1072 153 130
internal_count=2947 752 460 385 332 2195 2104 145 292 228 1815 289 1763 1678 187 1599 527 205 123 1072 153 130
is_linear=0
shrinkage=0.0032998


Tree=9360
num_leaves=15
num_cat=0
split_feature=3 40 40 14 16 48 49 13 0 0 49 13 16 16
split_gain=0.253617 0.182425 0.186723 0.140079 0.133167 0.0956901 0.0741992 0.0744714 0.0910853 0.0975852 0.0726138 0.0808854 0.0678827 0.0316686
threshold=0.10402500000000002 0.0045850000000000005 -0.084924999999999987 0.073890000000000011 -0.11227499999999999 0.082705000000000015 0.119245 -0.073724999999999985 -0.11262999999999999 -0.076589999999999978 -0.065999999999999989 -0.052719999999999996 -0.49804499999999996 -0.0069549999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 12 -6 7 8 -4 -10 -9 -12 -2 -8
right_child=4 -3 3 -5 5 -7 13 10 9 -11 11 -13 -14 -15
leaf_value=-9.170571648495248e-05 0.0021054896459173789 -0.0026325204558100986 8.5340385047695828e-05 0.013672146763491738 -0.0057086280895833411 0.0026493944027273487 0.0057339488992302311 0.012512669814546139 0.0074558290810971184 0.0028338447717850259 0.010952442730177559 0.0072244820006818122 0.0094853148813191044 4.1517970136696626e-05
leaf_weight=97 79 55 64 98 80 75 56 103 773 157 199 1033 65 56
leaf_count=97 79 55 64 98 80 75 56 103 773 157 199 1033 65 56
internal_value=0 0.00693622 0.00713655 0.0074134 0.00176151 -0.00165283 0.00716139 0.00736537 0.00625485 0.00667749 0.00819088 0.0078281 0.00544914 0.00290377
internal_weight=0 2691 2636 2539 299 155 2441 2329 994 930 1335 1232 144 112
internal_count=2990 2691 2636 2539 299 155 2441 2329 994 930 1335 1232 144 112
is_linear=0
shrinkage=0.16829


Tree=9361
num_leaves=19
num_cat=0
split_feature=1 155 16 47 14 49 2 14 16 1 12 50 403 49 43 4 12 12
split_gain=0.385495 0.163073 0.102025 0.118928 0.126464 0.14534 0.075696 0.0709601 0.0762165 0.0663488 0.0926827 0.0590251 0.051698 0.0441048 0.0615438 0.0678608 0.0291709 0.0280711
threshold=0.10442000000000001 0.092900000000000024 -0.23389999999999997 0.10648500000000001 -0.45687499999999998 -0.065999999999999989 0.11891500000000001 0.056865000000000006 -0.50942999999999994 0.11319000000000001 -0.080929999999999988 0.12170000000000002 -0.52399499999999988 -0.085999999999999979 -0.46052499999999996 -0.44205499999999992 0.09253500000000002 0.088325000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 9 4 -4 -6 -7 8 -1 -2 -11 12 16 -14 -15 -16 -10 -12
right_child=1 -3 3 -5 5 6 -8 -9 11 10 17 -13 13 14 15 -17 -18 -19
leaf_value=-9.1578272664079042e-05 0.0085801198407732919 0.010340125156068754 0.0043206304876913368 0.0044651919602753422 0.0013887524188547567 -0.0046860892248707141 -0.012968245031421528 0.010927800222367993 0.0056387883922106134 0.0063011033718692322 -0.003237348849747032 0.0020857893936432358 0.010286680572833015 0.0010195906345224597 0.010758282205494032 0.0064532479746476261 0.00057361496472577731 0.0018274914724953715
leaf_weight=53 57 58 57 88 73 81 52 94 69 87 66 90 96 56 112 1681 62 58
leaf_count=53 57 58 57 88 73 81 52 94 69 87 66 90 96 56 112 1681 62 58
internal_value=0 0.00180411 0.00100138 -0.000882442 -0.0026786 -0.004624 -0.00793773 0.00637395 0.00618024 0.00347533 0.0020878 0.00633453 0.00651786 0.00673668 0.00655139 0.00672316 0.00325525 -0.000853822
internal_weight=0 677 619 351 263 206 133 2313 2219 268 211 2166 2076 1945 1849 1793 131 124
internal_count=2990 677 619 351 263 206 133 2313 2219 268 211 2166 2076 1945 1849 1793 131 124
is_linear=0
shrinkage=0.16829


Tree=9362
num_leaves=14
num_cat=0
split_feature=4 15 0 40 11 13 376 129 159 43 4 0 13
split_gain=0.185233 0.0990611 0.0899632 0.0845974 0.0817775 0.0874464 0.0737747 0.0671946 0.0623741 0.0625946 0.0544269 0.128407 0.0585736
threshold=0.31392000000000003 -0.41725999999999991 -0.108275 -0.084924999999999987 0.080070000000000016 0.076825000000000018 0.084770000000000026 -1.0000000180025095e-35 0.10610000000000001 -0.0068849999999999996 -0.44205499999999992 1.0000000180025095e-35 -0.089024999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 -3 -1 6 -6 7 -5 9 -2 -9 12 -12
right_child=1 2 -4 4 5 -7 -8 10 -10 -11 11 -13 -14
leaf_value=-0.00067933427007608072 0.0013290071295171801 0.00061062325641657864 -0.0083195555827818412 0.010830557449197824 0.014316142445690832 0.0054227921616957732 -0.001274116212780664 0.0087761306587200317 -0.00071096008426189256 0.009011261490818363 0.0028366080238998587 -0.0029804574161204534 0.0052644085305303505
leaf_weight=74 57 82 52 55 55 75 54 97 75 65 336 60 1853
leaf_count=74 57 82 52 55 55 75 54 97 75 65 336 60 1853
internal_value=0 0.000681624 -0.00284141 0.00490967 0.00507036 0.00919918 0.00485099 0.0049895 0.00308712 0.00543674 0.00485179 0.00468173 0.00489257
internal_weight=0 331 134 2659 2585 130 2455 2401 197 122 2346 2249 2189
internal_count=2990 331 134 2659 2585 130 2455 2401 197 122 2346 2249 2189
is_linear=0
shrinkage=0.16829


Tree=9363
num_leaves=22
num_cat=0
split_feature=1 155 133 133 0 48 16 1213 48 12 12 43 16 51 52 0 42 43 16 0 42
split_gain=0.209565 0.153127 0.0841314 0.0834014 0.0787806 0.0762704 0.0646558 0.0638933 0.0539741 0.0486743 0.150653 0.0960541 0.0489824 0.0654734 0.0471269 0.0526491 0.0450429 0.0361963 0.0291875 0.0357503 0.0267228
threshold=0.095920000000000019 0.084710000000000021 -0.23178999999999997 -0.0029049999999999996 -0.14259999999999998 0.13224500000000003 -0.095724999999999991 0.058610000000000009 -0.077289999999999984 -0.0066799999999999993 0.083885000000000015 -0.011814999999999997 0.16703000000000004 -0.085594999999999991 -0.15824499999999997 -0.18713499999999997 0.088485000000000022 -0.013164999999999998 0.26711500000000005 -0.06563999999999999 -0.079234999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 6 8 -1 9 -5 -6 11 -11 13 -12 -10 -16 20 -15 -14 -20 -9
right_child=1 -3 3 5 7 -7 -8 16 14 10 12 -13 18 17 15 -17 -18 -19 19 -21 -22
leaf_value=0.004612022621072155 0.0072476125149256304 0.0077076401853050352 -0.0055611535889262629 -0.0037450416343530746 0.0078833601549380163 -0.0049155306598526122 0.011158017291384957 0.0079857378325884874 -0.0026964764801555604 0.0031217442922454154 0.0098383921722158211 -0.0044236191569138024 -0.0014891237269281496 0.0036727738844678126 0.0071283808040677778 0.0017541273197334401 0.01019115050911255 0.0056048077050348281 0.00071741517712771647 0.0064750263840393889 0.0033107052455912883
leaf_weight=83 52 100 64 53 85 60 91 59 57 94 67 97 55 736 59 433 80 449 74 53 89
leaf_count=83 52 100 64 53 85 60 91 59 57 94 67 97 55 736 59 433 80 449 74 53 89
internal_value=0 0.00150675 0.000707406 0.000236487 0.00460376 0.000799698 0.00804583 0.00429379 0.00137231 0.00393853 0.00373108 -0.000700788 0.00432263 0.00469847 0.0018696 0.00240225 0.00695042 0.00440634 0.00172727 0.00313434 0.00518654
internal_weight=0 878 778 726 2112 662 174 1938 602 1710 1625 191 1434 1252 549 492 228 1185 182 127 148
internal_count=2990 878 778 726 2112 662 174 1938 602 1710 1625 191 1434 1252 549 492 228 1185 182 127 148
is_linear=0
shrinkage=0.16829


Tree=9364
num_leaves=18
num_cat=0
split_feature=2 15 15 124 149 4 2 16 49 457 2 4 43 15 43 4 15
split_gain=0.109235 0.123438 0.0722537 0.0576174 0.104258 0.0877436 0.140258 0.0630258 0.0758988 0.0692333 0.0515955 0.0455044 0.0389529 0.0334821 0.032904 0.0191697 0.00262467
threshold=0.13554000000000002 -0.032144999999999993 -0.2987999999999999 -0.048219999999999992 0.079475000000000004 0.31392000000000003 -0.021469999999999996 -0.11807499999999999 -0.070754999999999985 0.093880000000000019 -1.0000000180025095e-35 0.008570000000000003 -0.078409999999999994 -0.087484999999999993 0.024055000000000003 0.42642000000000008 -0.088819999999999982
decision_type=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 -5 12 13 -10 -1 -12 16 -9 -14 -7 -8
right_child=1 -3 -4 4 -6 15 7 8 9 -11 11 -13 14 -15 -16 -17 -18
leaf_value=-0.0026037314084961282 -0.0015894109675463437 -0.0073778242657340093 0.0056059295560570025 0.01231745568808401 0.010639208983380751 -0.0026514447443290881 0.0041890354048555369 0.0044282532518541279 0.0030533977994099833 -0.00309849569262194 0.0064638199052495394 -0.00016682779019957627 0.0095854254731521753 0.010080612293283251 0.0047549649130976205 0.0011366390313001377 0.0023687725378084938
leaf_weight=83 83 56 75 52 58 66 52 62 1866 53 54 63 94 60 73 88 52
leaf_count=83 83 56 75 52 58 66 52 62 1866 53 54 63 94 60 73 88 52
internal_value=0 -0.000582405 0.00181473 0.00335655 0.00357032 0.00340678 0.00366042 0.00346494 0.00314287 0.00288256 0.000594166 0.00287812 0.00588391 0.00722283 0.00748467 -0.000475159 0.00329618
internal_weight=0 214 158 2776 2576 2518 2364 2312 2041 1919 200 117 271 122 167 154 104
internal_count=2990 214 158 2776 2576 2518 2364 2312 2041 1919 200 117 271 122 167 154 104
is_linear=0
shrinkage=0.16829


Tree=9365
num_leaves=29
num_cat=0
split_feature=4 3 3 43 4 13 3 49 16 4 49 160 3 3 42 47 43 1455 133 16 3 42 13 16 13 130 13 133
split_gain=11.2695 2.94164 1.51488 2.14675 0.519551 0.426468 0.396059 0.356055 0.324712 0.314079 0.254128 0.226585 0.389982 0.210891 0.176498 0.169058 0.118952 0.114879 0.110698 0.0990794 0.0954124 0.092073 0.0755727 0.0747226 0.0643176 0.0612166 0.0595068 0.0673469
threshold=0.27998000000000006 -0.066229999999999997 0.28833000000000003 -0.043814999999999993 -0.50139499999999992 0.053700000000000005 -0.24156999999999998 -0.0086549999999999978 0.0048000000000000013 0.5567700000000001 -0.070754999999999985 -0.046544999999999996 -0.12077499999999998 -0.026279999999999998 0.091555000000000011 0.094160000000000008 0.082870000000000013 0.081665000000000001 -0.49804499999999996 -0.14239499999999997 -0.012504999999999997 0.088060000000000013 -0.088294999999999985 -0.082359999999999989 -0.085349999999999995 0.097180000000000016 -0.063549999999999982 0.0049900000000000005
decision_type=2 2 2 2 2 2 2 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 9 -1 -3 10 19 -6 12 -8 -9 15 16 25 22 -18 21 -12 -2 -14 -16 -24 -13 27 -25
right_child=5 2 -4 4 8 -7 11 13 -10 -11 20 14 17 -15 23 -17 18 -19 -20 -21 -22 -23 24 26 -26 -27 -28 -29
leaf_value=0.00078361023414656521 0.00046959630821663252 0.00044637330546811897 0.00030571618894532411 0.0012981271943800631 0.0012051734658755618 7.4034088729734663e-05 0.00075313545385955556 0.0008306083827711307 0.00074803192870674174 0.00018119445550640855 0.00084832379079965525 0.0011391328329301835 0.00089616870736821449 0.00055903167545410539 0.00092683195367338671 0.0009517934823470019 0.0011209163402263072 0.0011788533094506217 0.00091016578080439954 0.00057503748090343299 0.0010008220347984555 0.00029549017420741177 0.00112508950119572 0.0010824356262200937 0.0010098450894269956 0.0010235605754365449 0.0011425312239804768 0.00094757079724800547
leaf_weight=58 95 99 61 55 55 57 61 72 70 61 71 812 54 57 83 75 57 57 58 54 144 53 74 88 273 60 59 89
leaf_count=58 95 99 61 55 55 57 61 72 70 61 71 812 54 57 83 75 57 57 58 54 144 53 74 88 273 60 59 89
internal_value=0 0.000989408 0.000802899 0.000851524 0.00099882 0.000333557 0.00105454 0.000596184 0.0009503 0.00038967 0.00100261 0.0010628 0.00100311 0.000710882 0.0010852 0.00110602 0.00111771 0.00103633 0.00101493 0.000452451 0.000950626 0.000407486 0.00101598 0.00101577 0.00103452 0.00113122 0.0010469 0.00101482
internal_weight=0 2642 684 623 395 320 1958 228 340 263 270 1900 519 129 1381 1062 987 458 115 202 215 148 401 319 347 872 236 177
internal_count=2962 2642 684 623 395 320 1958 228 340 263 270 1900 519 129 1381 1062 987 458 115 202 215 148 401 319 347 872 236 177
is_linear=0
shrinkage=0.0032998


Tree=9366
num_leaves=14
num_cat=0
split_feature=2 3 3 9 2 2 13 2 1429 14 0 16 1375
split_gain=0.17174 0.106877 0.0966378 0.107446 0.0989601 0.106932 0.0928982 0.0766747 0.0658721 0.0530069 0.0596563 0.128282 0.0703868
threshold=0.16993500000000003 0.28833000000000003 -0.10690999999999999 -1.0000000180025095e-35 0.10121500000000001 0.11165000000000001 0.11671500000000001 0.086825000000000013 0.092975000000000016 -1.0000000180025095e-35 -0.13409999999999997 -0.33811499999999994 -0.072014999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 7 -1 9 -5 11 -11 -12
right_child=-2 -3 3 8 5 -7 -8 -9 -10 10 12 -13 -14
leaf_value=-0.0019451408573676792 -0.0047215643873851831 -0.0018602952616273332 -0.0016754961748751576 0.0092694819081486166 -0.0072469768100601462 0.0019718348108935775 0.0080412568453167247 0.0059757355890616018 -0.0015063700010632473 0.0066526284649360357 0.010146913373516888 -0.0013218463968200595 0.0044495119131795378
leaf_weight=96 73 100 87 64 66 77 79 54 53 94 64 145 1910
leaf_count=96 73 100 87 64 66 77 79 54 53 94 64 145 1910
internal_value=0 0.00353341 0.00372744 0.00411638 0.00119555 -0.00227044 0.00336775 0.000894398 0.00433341 0.00447013 0.00433052 0.00180704 0.00463514
internal_weight=0 2889 2789 2417 372 143 229 150 2330 2277 2213 239 1974
internal_count=2962 2889 2789 2417 372 143 229 150 2330 2277 2213 239 1974
is_linear=0
shrinkage=0.16829


Tree=9367
num_leaves=19
num_cat=0
split_feature=4 45 2 11 484 1375 3 1 1 1454 151 3 15 15 4 3 2 3
split_gain=0.173429 0.076038 0.0880436 0.0761047 0.0730041 0.0692628 0.0662481 0.119078 0.06889 0.0590002 0.0705192 0.0505406 0.0834521 0.0488646 0.039593 0.0426841 0.0190635 0.0150809
threshold=0.6214050000000001 0.08179500000000002 0.10100500000000003 0.08235000000000002 0.11512500000000002 -0.091584999999999986 -0.10690999999999999 0.10723500000000001 0.084815000000000015 0.078915000000000013 -0.087049999999999988 0.085880000000000012 -0.093399999999999997 -0.0088349999999999974 -0.00045499999999999995 -0.077054999999999985 0.11098000000000001 0.30863500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -4 14 10 -7 12 -10 17 16 -16 -8 -13
right_child=-2 -3 6 -5 -6 9 8 -9 11 -11 -12 13 -14 -15 15 -17 -18 -19
leaf_value=0.0094977335426897607 -0.0053232155678726431 0.0092446716851011801 -0.0060513855388585292 -0.0022838350736259891 -0.0013091456500087125 -0.00066597763031837757 0.008476140557991875 0.0038027327392211583 -0.0056978242516604639 0.0078421939505528386 0.0036814468278820196 0.0062408346322180164 0.0027371162530923738 -0.0019905153026791994 0.0056061575997828116 0 0.0043237475813066462 0.0022482136512895533
leaf_weight=59 73 54 84 64 82 112 54 59 79 90 1686 55 57 52 61 103 82 56
leaf_count=59 73 54 84 64 82 112 54 59 79 90 1686 55 57 52 61 103 82 56
internal_value=0 0.00297405 0.00285398 0.00341289 0.00359347 0.00380087 0.00127499 -0.00197314 0.00205342 0.00362189 0.00340964 0.000239219 -0.00214938 0.00224318 0.00385558 0.00207819 0.0059857 0.00424273
internal_weight=0 2889 2835 2093 2029 1947 742 143 599 1888 1798 299 136 163 300 164 136 111
internal_count=2962 2889 2835 2093 2029 1947 742 143 599 1888 1798 299 136 163 300 164 136 111
is_linear=0
shrinkage=0.16829


Tree=9368
num_leaves=27
num_cat=0
split_feature=1 3 1 15 47 41 3 1 42 457 159 1 15 3 3 15 15 1455 1213 42 133 52 42 133 124 13
split_gain=3.48913 1.33035 0.406785 0.361752 0.253653 0.184784 0.209852 0.15089 0.144599 0.117737 0.108436 0.0893637 0.161158 0.100083 0.0861878 0.0698855 0.0548692 0.054475 0.0547473 0.0881138 0.0683009 0.0520051 0.049416 0.0390849 0.0309331 0.0280076
threshold=0.10075500000000003 -0.049204999999999992 0.12040000000000002 -0.092389999999999986 0.085585000000000008 0.083270000000000011 -0.07249499999999999 0.14787500000000001 0.11195000000000001 0.079020000000000021 0.11346000000000002 0.085410000000000014 -0.0039399999999999991 -0.06717999999999999 1.0000000180025095e-35 0.097415000000000015 -0.088484999999999994 0.08129500000000002 0.053000000000000012 0.085345000000000018 0.041800000000000011 -0.063199999999999992 -0.04034999999999999 0.091315000000000021 -0.027784999999999997 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
left_child=5 3 9 -2 7 6 10 24 11 14 15 13 -13 -8 -3 17 -15 18 19 -1 -20 25 -18 -17 -4 -5
right_child=1 2 4 21 -6 -7 8 -9 -10 -11 -12 12 -14 16 -16 23 22 -19 20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00079154241564766852 0.0004876455259580038 0.00044161810914100728 0.00021809822719871892 0.0008430968229364888 0.00047423419083027267 0.00057570742169402406 0.0006285855264373557 7.1951802073498333e-05 0.00052491107354565674 0.00035112177793932058 0.00062762912782225928 0.00055761623410384084 0.00075182260700345724 0.00087201373761197328 0.00060281338154627613 0.00074446278016344295 0.00066411953067941926 0.00086523118422423141 0.00087619773670956076 0.00073163338628677609 0.00073108523387343269 0.00067471720550914033 0.00079944098664097964 0.00062599159028704321 0.00032243101393409745 0.0007291296413766404
leaf_weight=690 94 70 55 56 57 70 59 53 53 58 60 96 95 62 81 97 52 86 124 478 55 88 85 52 81 55
leaf_count=690 94 70 55 56 57 70 59 53 53 58 60 96 95 62 81 97 52 86 124 478 55 88 85 52 81 55
internal_value=0 0.000483884 0.000372032 0.000657457 0.000280743 0.000744723 0.000750224 0.000222202 0.000690486 0.000479314 0.000768466 0.000709952 0.000654395 0.000750945 0.00052832 0.000773786 0.000787045 0.000781084 0.000775686 0.000767055 0.000831807 0.000737493 0.000748335 0.000703354 0.000280497 0.000786944
internal_weight=0 748 455 293 246 2214 2144 189 502 209 1642 449 191 258 151 1582 199 1433 1347 1168 179 199 137 149 136 111
internal_count=2962 748 455 293 246 2214 2144 189 502 209 1642 449 191 258 151 1582 199 1433 1347 1168 179 199 137 149 136 111
is_linear=0
shrinkage=0.0032998


Tree=9369
num_leaves=34
num_cat=0
split_feature=1 3 2 2 1 2 1 16 13 0 150 1 159 3 159 1 0 0 47 3 3 151 160 13 42 2 2 16 16 2 3 13 16
split_gain=8.2141 1.50924 0.974466 0.67723 0.503933 0.415372 0.382579 0.385942 0.305135 0.292075 0.272552 0.242672 0.237161 0.232904 0.146391 0.146013 0.198427 0.166114 0.135718 0.119363 0.102513 0.0899155 0.101252 0.149718 0.127203 0.10681 0.0879806 0.0662799 0.0623837 0.0570261 0.0456907 0.0423408 0.0421261
threshold=0.10398500000000001 -0.064349999999999991 0.092155000000000015 0.10656 0.12040000000000002 0.13154000000000002 0.088965000000000002 -1.0000000180025095e-35 0.091815000000000022 -0.064994999999999983 0.085845000000000019 0.15314500000000003 0.10960000000000002 -0.078644999999999979 0.084435000000000024 0.089895000000000017 -0.090729999999999991 -0.072924999999999976 0.085585000000000008 0.0025650000000000004 -0.081084999999999977 -0.064244999999999983 -0.012529999999999998 -0.097214999999999982 0.091465000000000005 0.084195000000000006 0.085785000000000014 0.050115000000000007 -0.42170999999999997 0.087665000000000007 -0.057749999999999989 -0.040229999999999995 -0.016079999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 12 9 10 6 8 -8 13 -2 19 18 15 20 30 21 -17 31 28 -3 27 29 25 -24 -25 -23 -27 -4 -6 -1 -15 32 -18
right_child=1 4 5 -5 11 -7 7 -9 -10 -11 -12 -13 -14 14 -16 16 17 -19 -20 -21 -22 22 23 24 -26 26 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.001053015398576603 0.00097803101134997183 0.00045112164945488328 0.00082255357107852893 0.0004438475404508627 0.00031094427785056825 0.00046902137701499363 0.0004403370914087771 0.00081276930253866835 0.00060569928642895468 0.0006596061805032524 0.00026581591451499685 3.0513271295432229e-05 0.00067973571574869197 0.0007163468948121124 0.00092578437543282125 0.00065772542087588108 0.00084216548958348527 0.00073450595884820124 0.00042633366204714382 0.00065933880385060845 0.0010545945133746681 0.00073656479869134385 0.0011029671204270926 0.00093281925626438123 0.00077870454908649932 0.0010130840855727347 0.0008510332037937648 0.00096989602055027452 0.00017456556003070541 0.00092677535133630392 0.00082366603524620192 0.0010156459333016139 0.0009675170861688946
leaf_weight=92 61 72 93 96 63 53 69 55 72 67 58 54 54 188 62 55 76 66 52 54 52 67 53 596 68 52 154 59 92 82 64 52 59
leaf_count=92 61 72 93 96 63 53 69 55 72 67 58 54 54 188 62 55 76 66 52 54 52 67 53 596 68 52 154 59 92 82 64 52 59
internal_value=0 0.000433107 0.000848802 0.000654167 0.000321754 0.000752566 0.000773564 0.000605813 0.00080876 0.000811631 0.0004542 0.000228246 0.000897149 0.000836917 0.000779799 0.000905101 0.000839918 0.000879386 0.000279659 0.000540637 0.00092466 0.000922318 0.000909732 0.000930879 0.000917089 0.000854065 0.00089211 0.000879978 0.000230224 0.000993725 0.000743742 0.000930332 0.00089721
internal_weight=0 669 2293 224 445 767 714 124 590 128 184 261 1526 518 314 1472 308 253 207 126 204 1164 990 717 664 273 206 152 155 174 252 187 135
internal_count=2962 669 2293 224 445 767 714 124 590 128 184 261 1526 518 314 1472 308 253 207 126 204 1164 990 717 664 273 206 152 155 174 252 187 135
is_linear=0
shrinkage=0.0032998


Tree=9370
num_leaves=30
num_cat=0
split_feature=1 2 31 2 2 52 1 1 475 1 43 160 51 159 1453 159 2 52 43 1 16 52 151 43 2 160 16 52 43
split_gain=4.28547 0.890786 0.437689 0.486252 0.361518 0.383782 0.351236 0.342643 0.221869 0.190637 0.157501 0.11502 0.106209 0.0991978 0.139966 0.0995254 0.0968927 0.0939624 0.0913252 0.0817275 0.0757904 0.0728603 0.0579537 0.0477331 0.0617177 0.0436796 0.0311831 0.0683955 0.00594103
threshold=0.10749500000000002 0.14744000000000002 -0.017869999999999997 0.10859000000000001 0.09167500000000002 -0.41694999999999993 0.12122500000000001 0.092845000000000025 -0.087769999999999987 0.096315000000000026 -0.076024999999999995 0.0065900000000000012 0.10446500000000002 0.10916000000000002 -0.0067199999999999994 0.041590000000000009 0.25063000000000007 0.023800000000000005 0.055890000000000002 0.09772500000000002 -0.047754999999999999 0.11628500000000001 -0.0071249999999999985 0.0010300000000000003 0.099655000000000007 0.096695000000000017 -0.4136149999999999 -0.064364999999999992 -0.07409499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 8 19 -4 11 -1 12 -5 17 13 14 -10 -16 -3 23 21 28 -11 -19 -9 24 -7 -13 -12 -28 -6
right_child=1 16 3 10 5 7 -8 22 9 20 26 25 -14 -15 15 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30
leaf_value=0.00077464905509172413 0.00042281148128537385 0.00045819954984590021 0.00099213221576710986 0.00045939094394142769 0.00094149618125549661 0.00066464388435345356 0.0007022185268119529 0.00060615890520114189 0.0011578073603986142 0.000942511199149258 0.00060431779120942257 0.0010389376873911737 0.00084279369463856281 0.00085228526471948542 0.00098503126755144382 0.0010885465869678356 0.00026083159741563698 0.0010109924991729264 0.00079515558492918058 0.001131326755406607 0.0007667248935886332 0.0008795477936606441 0.00076352668402260098 0.00087590026246479522 0.00083081552985278019 0.00090518153371220314 0.00062002779555218076 0.00079236940483149235 0.001010136662787026
leaf_weight=61 60 54 95 52 62 52 90 58 64 54 58 64 53 52 1049 120 57 83 77 58 61 124 52 54 53 58 54 53 52
leaf_count=61 60 54 95 52 62 52 90 58 64 54 58 64 53 52 1049 120 57 83 77 58 61 124 52 54 53 58 54 53 52
internal_value=0 0.000623261 0.000687117 0.000726478 0.000941593 0.000886528 0.000851284 0.000850766 0.000972375 0.000980652 0.000619915 0.00088378 0.000991892 0.000998014 0.00100413 0.000995687 0.000357166 0.000858404 0.00089533 0.00102667 0.000849574 0.000932423 0.000680871 0.000792225 0.000748857 0.000975637 0.000670291 0.000705723 0.000973115
internal_weight=0 573 462 402 2361 847 185 675 1514 1453 217 565 1338 1285 1233 1169 111 443 284 172 115 207 110 159 105 122 165 107 114
internal_count=2934 573 462 402 2361 847 185 675 1514 1453 217 565 1338 1285 1233 1169 111 443 284 172 115 207 110 159 105 122 165 107 114
is_linear=0
shrinkage=0.0032998


Tree=9371
num_leaves=25
num_cat=0
split_feature=1 3 40 0 10 15 1 43 3 0 15 12 15 1 15 51 15 52 3 1 12 16 52 1
split_gain=8.89396 2.52858 0.58995 0.513583 0.406351 0.433584 0.288198 0.272351 0.423962 0.256626 0.167143 0.165714 0.161154 0.182839 0.160312 0.15693 0.146234 0.102396 0.0893602 0.097238 0.0665986 0.0591892 0.0182185 0.0328593
threshold=0.10729000000000001 -0.053364999999999996 -0.034699999999999988 -0.045139999999999993 -0.00189 -0.24511999999999998 0.08346000000000002 0.05259500000000001 0.10265000000000001 -0.099244999999999986 -0.46483499999999994 0.085785000000000014 -0.025879999999999997 0.096315000000000026 -0.077474999999999988 -0.0021949999999999995 0.11883000000000001 -0.014944999999999998 -0.23098999999999997 0.092395000000000019 0.098355000000000012 0.23599500000000004 0.092320000000000013 0.080545000000000019
decision_type=2 2 2 2 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 21 -3 10 -1 8 12 -7 -6 -9 13 14 15 -4 18 -16 -14 -20 22 -2 23 -13
right_child=1 4 7 -5 5 9 -8 11 -10 -11 -12 20 16 -15 17 -17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.00092794446459154123 0.00087918276390962224 0.00016385220720419841 0.001125482584819464 0.0006002458188214758 0.00037690075112568194 0.00042590758650766752 0.00061221785298173686 0.00072405731421603921 0.00074089839089398345 0.00069504620994378127 0.00012762498211692995 0.0010598968933473321 0.0011703105331101386 0.00079134228559271603 0.00096411939588089712 0.00098144836967443408 0.00089215610691309661 0.00079050527305117905 0.001046342754053696 0.00091472261383648682 0.00085990241140630199 0.0010308681820789399 0.00091633209864773457 0.00093672868657493867
leaf_weight=59 69 90 119 75 67 103 70 52 66 63 53 58 63 59 103 308 76 63 981 70 99 56 57 55
leaf_count=59 69 90 119 75 67 103 70 52 66 63 53 58 63 59 103 308 76 63 981 70 99 56 57 55
internal_value=0 0.000517495 0.000975027 0.000817406 0.000357874 0.000418806 0.000756893 0.000987635 0.00100275 0.000528263 0.000267098 0.000897655 0.00101212 0.000969563 0.000987235 0.00102167 0.00103541 0.000898442 0.00104515 0.00103761 0.000931082 0.00094742 0.000972326 0.00100026
internal_weight=0 576 2358 200 376 286 129 2229 1908 166 120 321 1842 652 593 427 1190 166 1114 1051 269 125 170 113
internal_count=2934 576 2358 200 376 286 129 2229 1908 166 120 321 1842 652 593 427 1190 166 1114 1051 269 125 170 113
is_linear=0
shrinkage=0.0032998


Tree=9372
num_leaves=11
num_cat=0
split_feature=2 1210 49 475 1210 10 2 0 0 4
split_gain=0.183391 0.121369 0.111532 0.0957451 0.0901241 0.0824766 0.0628687 0.0689383 0.0505538 0.0306827
threshold=0.25063000000000007 -0.08107499999999998 -0.23591499999999996 0.036560000000000002 -0.062079999999999989 -0.020369999999999996 -1.0000000180025095e-35 -0.067969999999999989 -0.10462499999999998 -0.081334999999999977
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 4 -4 -6 7 -7 -8 -1
right_child=-2 2 3 -5 5 6 8 -9 -10 -11
leaf_value=0.0077447879576083628 -0.0045081713362989558 -0.0028838712047589872 -0.0021206923188054148 0.010870447079041987 0.011590549196089747 0.0060303604832400593 0.0034625020831660133 -0.0016322906138153902 0.0053912317907224934 0.013490885834435376
leaf_weight=57 58 52 52 76 52 54 490 86 1904 53
leaf_count=57 58 52 52 76 52 54 490 86 1904 53
internal_value=0 0.00503382 0.00481461 0.00496278 0.0047919 0.00493159 0.00479423 0.00131047 0.00499721 0.0105297
internal_weight=0 2876 2766 2714 2638 2586 2534 140 2394 110
internal_count=2934 2876 2766 2714 2638 2586 2534 140 2394 110
is_linear=0
shrinkage=0.16829


Tree=9373
num_leaves=25
num_cat=0
split_feature=1 1 11 150 0 1 0 43 0 15 43 1210 160 150 0 43 43 160 15 47 15 1213 1 50
split_gain=4.19977 0.865718 0.57637 0.337357 0.292127 0.265861 0.236858 0.255376 0.229517 0.285838 0.20575 0.168744 0.166878 0.234687 0.201772 0.139994 0.108893 0.104503 0.103782 0.064507 0.0606743 0.0413649 0.0315711 0.0253972
threshold=0.10123500000000001 0.12040000000000002 0.084110000000000004 1.0000000180025095e-35 -0.091829999999999981 0.14860500000000001 0.040570000000000002 -0.033049999999999989 -0.074249999999999997 -0.077474999999999988 -0.48891499999999993 -0.08107499999999998 -0.019279999999999995 0.087235000000000021 -0.15270499999999995 0.0031350000000000002 0.05259500000000001 -0.13249499999999997 -0.0073449999999999991 0.080075000000000021 -0.073759999999999978 -0.082254999999999981 0.13385500000000003 0.11363000000000002
decision_type=2 2 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 8 10 -8 22 -10 -1 21 15 14 -14 17 -16 23 -19 -6 -5 -12 -3 -13
right_child=1 5 -4 20 19 -7 7 -9 9 -11 11 12 13 -15 16 -17 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=0.00092857582685799001 0.00041576251671613128 0.00032796965526811115 0.00078733969293694824 0.00026349287909463334 0.00059567913415476477 0.00015371183917012164 0.00042252913248599829 0.00071770359592735009 0.00032321526755332462 0.00063101200015932104 0.00080187585245947136 0.00073919022189030726 0.00096446172558511901 0.00055321773929798389 0.00077346033083107023 0.00053237061232127626 0.00069195123074338762 0.00070114160550376092 0.00055736978121890656 0.00074988547966029699 0.0004198884379890826 0.00094088761649074155 0.00021649864710691433 0.00082859232858741559
leaf_weight=69 86 56 90 57 69 76 52 86 69 64 52 166 55 60 951 58 232 227 76 58 55 54 61 55
leaf_count=69 86 56 90 57 69 76 52 86 69 64 52 166 55 60 951 58 232 227 76 58 55 54 61 55
internal_value=0 0.000452926 0.000553013 0.000488014 0.000565358 0.000325406 0.000740418 0.000606734 0.00037746 0.000471593 0.000749378 0.000743134 0.000735792 0.000756886 0.000766728 0.000688687 0.000757505 0.000705922 0.000665196 0.000666381 0.000340609 0.000873026 0.000270153 0.000761599
internal_weight=0 741 415 325 213 326 2193 138 250 133 2055 1986 1880 1298 1238 582 1183 524 303 127 112 106 117 221
internal_count=2934 741 415 325 213 326 2193 138 250 133 2055 1986 1880 1298 1238 582 1183 524 303 127 112 106 117 221
is_linear=0
shrinkage=0.0032998


Tree=9374
num_leaves=19
num_cat=0
split_feature=4 3 123 3 2 49 43 13 15 3 0 3 0 0 43 0 0 16
split_gain=7.34681 2.34596 1.99467 0.987304 0.874251 0.827411 0.439046 0.358371 0.337146 0.314062 0.255882 0.282095 0.254804 0.231921 0.171407 0.165198 0.120825 0.0800841
threshold=0.31392000000000003 0.28833000000000003 1.0000000180025095e-35 0.35004500000000011 0.095850000000000005 -0.034759999999999992 -1.0000000180025095e-35 -0.13226499999999999 0.11883000000000001 -0.13117499999999996 -0.066574999999999981 0.086845000000000019 -0.076734999999999984 -0.11656999999999999 -0.075739999999999988 -0.098749999999999991 -0.011064999999999998 -0.49353499999999995
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 7 -6 17 -1 10 -7 11 -9 -4 -11 -12 -8 -15 -2
right_child=3 -3 12 -5 5 9 15 8 -10 13 14 -13 -14 16 -16 -17 -18 -19
leaf_value=0.0012740804233993114 0.00045987093414525261 0.00030119125273720207 0.00076296069602349744 3.1412488366146761e-05 0.00059115317567688371 0.0011187163128926142 0.00074579523379215463 0.0010589791949069936 0.00076762083875213285 0.00070052002808144239 0.00075920213944885345 0.00081750960608483532 0.00048250695672744516 0.00095736641410450001 0.00099703268400865995 0.00050792946510549877 0.0007837930211666783 0.00028890661034823085
leaf_weight=69 60 57 63 56 85 93 78 1473 53 54 57 56 83 340 85 56 53 63
leaf_count=69 60 57 63 56 85 93 78 1473 53 54 57 56 83 340 85 56 53 63
internal_value=0 0.000964204 0.000978929 0.000429104 0.00100157 0.000894885 0.000515623 0.00103873 0.00102929 0.00094263 0.00103757 0.00105016 0.000603766 0.000905915 0.000901814 0.000646652 0.000934048 0.00037259
internal_weight=0 2621 2564 313 2418 625 257 1793 1724 540 1671 1529 146 447 142 134 393 123
internal_count=2934 2621 2564 313 2418 625 257 1793 1724 540 1671 1529 146 447 142 134 393 123
is_linear=0
shrinkage=0.0032998


Tree=9375
num_leaves=22
num_cat=0
split_feature=4 2 2 12 2 3 12 4 16 11 13 3 3 48 16 12 160 4 16 4 3
split_gain=9.07189 2.69747 1.46131 0.999463 0.850758 0.570256 0.533889 0.402079 0.351423 0.311481 0.254869 0.209086 0.243408 0.203333 0.198143 0.214533 0.175017 0.156279 0.142479 0.0629911 0.0478761
threshold=0.31392000000000003 0.13388500000000003 -1.0000000180025095e-35 -0.012249999999999999 0.099965000000000012 -0.13827999999999999 0.086085000000000009 -0.50324499999999983 -0.50318999999999992 0.08184000000000001 -0.13226499999999999 -0.015474999999999997 0.11745500000000002 0.08956500000000002 -0.011849999999999998 0.085625000000000021 -0.068619999999999987 -0.052959999999999993 -0.052039999999999996 0.41939500000000002 -0.073444999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -2 11 -4 19 18 -9 -6 -13 -3 15 -12 -10 -16 -8 -7 -20
right_child=5 13 4 -5 6 8 9 10 16 -11 14 12 -14 -15 17 -17 -18 -19 20 -21 -22
leaf_value=0.00038195194183542015 0.00064909790463128683 0.00067230383508546439 0.0013195732196590113 0.00096195438438204746 0.00059918879262179389 0.00037992805324336119 0.0010405470343553755 0.0012630183552957944 0.00034077170856366062 0.0012125609979907863 0.0011464498295804667 0.00095827878620621538 0.00066645302826342742 0.0004005886756918317 0.00091026972632005131 0.0010474798243736701 9.703113715425929e-05 0.0010343886447041651 0.00092753515166178909 0.00054537217219205296 0.0007954018945595684
leaf_weight=64 76 54 68 66 54 53 104 66 58 61 345 82 52 70 159 860 73 416 85 52 55
leaf_count=64 76 54 68 66 54 53 104 66 58 61 345 82 52 70 159 860 73 416 85 52 55
internal_value=0 0.000994999 0.00101824 0.000676686 0.00103667 0.000400051 0.000913941 0.00106827 0.0003197 0.000999595 0.00105899 0.000774793 0.000845296 0.0005192 0.00105141 0.00107584 0.000205216 0.00100013 0.000946209 0.000462198 0.000875877
internal_weight=0 2661 2537 130 2407 312 493 1914 236 305 1846 188 134 124 1780 1205 131 575 244 105 140
internal_count=2973 2661 2537 130 2407 312 493 1914 236 305 1846 188 134 124 1780 1205 131 575 244 105 140
is_linear=0
shrinkage=0.0032998


Tree=9376
num_leaves=20
num_cat=0
split_feature=15 123 150 160 14 0 0 0 15 39 11 157 15 0 0 160 0 0 39
split_gain=4.80037 1.96019 0.988072 0.891822 0.757506 1.09535 0.55082 0.421128 0.244642 0.225922 0.214202 0.218685 0.206008 0.180519 0.168443 0.155137 0.109397 0.0363401 0.0232466
threshold=-0.26361999999999991 0.080635000000000012 0.089810000000000015 -0.06668499999999998 0.073890000000000011 -0.13619499999999998 -0.076204999999999981 -0.14920999999999998 -0.43091499999999999 0.087690000000000004 1.0000000180025095e-35 -0.080299999999999996 0.096015000000000017 -0.098064999999999986 -0.105195 -1.0000000180025095e-35 -0.068669999999999995 -0.23028499999999999 0.086040000000000019
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 4 -4 5 7 12 17 9 -1 11 -8 14 -5 -7 -14 18 -2 -3
right_child=1 16 3 13 -6 6 10 -9 -10 -11 -12 -13 15 -15 -16 -17 -18 -19 -20
leaf_value=0.0003964680082017788 0.00057652563594002854 0.00042572430858409598 0.00080307052145712815 0.00027985704753608661 0.0010847232715281137 0.00099883514030928849 0.00049525057524142538 0.00030653092794012655 6.4154955152178253e-05 0.00012882503842308771 0.00087839542559915793 0.00071369609373356929 0.00080580497554733044 0.00052845529949433205 0.00083187268728798119 0.00055789904189965816 0.0003122787145558801 0.00070387689586143341 0.00052926366059130353
leaf_weight=100 52 54 92 80 87 72 56 65 67 53 79 562 62 54 1199 52 77 57 53
leaf_count=100 52 54 92 80 87 72 56 65 67 53 79 562 62 54 1199 52 77 57 53
internal_value=0 0.000737878 0.000761459 0.000552558 0.000781594 0.000769889 0.00079094 0.000517789 0.000231106 0.000303985 0.000714914 0.000693959 0.000829175 0.000380301 0.000841359 0.000693034 0.000408457 0.000643445 0.000477339
internal_weight=0 2753 2569 226 2343 2256 2082 174 220 153 697 618 1385 134 1271 114 184 109 107
internal_count=2973 2753 2569 226 2343 2256 2082 174 220 153 697 618 1385 134 1271 114 184 109 107
is_linear=0
shrinkage=0.0032998


Tree=9377
num_leaves=32
num_cat=0
split_feature=2 12 2 2 2 52 51 12 0 16 0 2 0 16 0 2 15 13 159 1453 40 52 2 16 52 13 160 16 13 0 16
split_gain=5.02257 2.62231 0.917895 1.27183 0.308759 0.308405 0.340594 0.306668 0.227667 0.552879 0.208391 0.207331 0.166392 0.159909 0.155987 0.138947 0.154691 0.135728 0.123675 0.0950563 0.0720978 0.0621813 0.0572653 0.118821 0.063159 0.0532357 0.0442807 0.0427683 0.0371481 0.0359223 0.0214498
threshold=0.13388500000000003 0.023990000000000004 -1.0000000180025095e-35 0.10859000000000001 0.17553000000000005 0.08321000000000002 -0.092389999999999986 0.085625000000000021 -0.064994999999999983 0.070590000000000014 -0.076734999999999984 0.092250000000000013 1.0000000180025095e-35 -0.07027499999999999 0.027395000000000006 0.096540000000000015 -0.067614999999999995 -0.098524999999999988 0.0043550000000000004 -0.0087699999999999983 -1.0000000180025095e-35 -0.11043499999999999 0.088065000000000018 -0.011849999999999998 0.08673500000000002 -0.070339999999999986 -0.081669999999999979 0.052690000000000008 -0.073724999999999985 -0.08645499999999999 -0.5061699999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 6 -4 18 15 -10 -2 -8 -1 30 -11 17 28 -9 22 -19 -13 -21 23 24 29 -18 -25 -12 -17 -3 -5
right_child=4 7 3 13 -6 -7 11 8 9 14 27 20 -14 -15 -16 16 25 19 -20 21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.00046652861771782206 0.00019456433137255533 0.00095382629891272602 0.00093434162113062826 0.0004630564696125788 0.00010770395220634137 0.0010163718212593922 0.0007951912375271389 0.0010017188600034484 0.0005182173225208043 0.00074264506103520489 0.00038130642081349 0.00066398512105709671 0.00024405812038333209 0.00029965618195229566 0.00094440218403619503 0.00061540150453128438 0.00093089913698040511 0.00070288615144744877 0.0010426059415553893 0.00093358030116465684 0.00048901578937610287 0.00084279462513055844 0.00078710843111850191 0.00088950332837292177 0.00087112429731664529 0.00078694220386896099 0.00074541893994962028 0.00051896247567603663 0.00073639983366411842 0.001071786564696075 0.00056492097829937608
leaf_weight=95 53 86 75 52 76 56 83 66 89 90 53 52 61 61 83 56 54 52 77 99 56 925 52 52 68 72 52 52 69 54 52
leaf_count=95 53 86 75 52 76 56 83 66 89 90 53 52 61 61 83 56 54 52 77 99 56 925 52 52 68 72 52 52 69 54 52
internal_value=0 0.000785099 0.000600566 0.000671224 0.00028119 0.000792069 0.000744715 0.000841692 0.00082089 0.000730593 0.000364416 0.00067007 0.000379763 0.000435178 0.000839645 0.000837848 0.000766168 0.000853572 0.000919682 0.000844452 0.000573586 0.000851606 0.000893582 0.000911214 0.000957752 0.000848918 0.0008178 0.000449814 0.000682474 0.000999577 0.000514327
internal_weight=0 2739 643 487 234 322 266 2096 1655 262 158 191 156 165 173 1393 251 1142 441 1076 108 1024 364 312 208 126 104 105 125 140 104
internal_count=2973 2739 643 487 234 322 266 2096 1655 262 158 191 156 165 173 1393 251 1142 441 1076 108 1024 364 312 208 126 104 105 125 140 104
is_linear=0
shrinkage=0.0032998


Tree=9378
num_leaves=17
num_cat=0
split_feature=4 3 39 4 3 10 4 41 3 3 50 39 3 3 3 4
split_gain=6.33958 1.83457 1.34303 0.764828 0.476789 0.447504 0.367893 0.395533 0.301881 0.287536 0.210067 0.124311 0.211112 0.120526 0.118085 0.0123923
threshold=0.31392000000000003 0.28833000000000003 0.0047850000000000011 -0.47860499999999995 -0.14884499999999998 -1.0000000180025095e-35 -0.15615999999999999 0.082560000000000008 -0.016294999999999994 0.093925000000000022 -0.041284999999999995 0.088025000000000006 0.13772500000000001 -0.10519499999999998 0.0025650000000000004 0.0063750000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 13 -2 -4 -5 9 -7 10 -8 12 14 -1 -6 -10
right_child=4 -3 5 6 11 8 7 -9 15 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.0012109094993443146 0.00062076417720428347 0.00028290342638203589 0.00036415449145359938 0.00065298794184186226 0.00031269443284442851 0.00050383156657115668 0.00070150525879619872 0.0011447344923783535 0.00075644950883810454 0.00066826527709101899 0.00087432500771320791 0.00017747002073670607 0.00017884275677564599 0.0010115633007874985 0.00053453540203630772 0.00084022300397139588
leaf_weight=69 54 64 61 93 55 59 82 55 54 84 1914 88 63 71 52 55
leaf_count=69 54 64 61 93 55 59 82 55 54 84 1914 88 63 71 52 55
internal_value=0 0.000835652 0.000849261 0.000872631 0.000338271 0.000607449 0.000857695 0.000866596 0.000695578 0.000859224 0.000867243 0.000279008 0.000331362 0.00111006 0.000420834 0.000799044
internal_weight=0 2661 2597 2368 312 229 2228 2135 168 2080 1996 258 170 140 107 109
internal_count=2973 2661 2597 2368 312 229 2228 2135 168 2080 1996 258 170 140 107 109
is_linear=0
shrinkage=0.0032998


Tree=9379
num_leaves=30
num_cat=0
split_feature=1 3 1 12 43 2 2 2 13 13 13 457 1 16 16 16 43 3 133 13 12 3 12 3 133 1 43 12 12
split_gain=5.25262 1.10744 0.897466 0.839177 0.463957 0.34307 0.311997 0.304606 0.299699 0.290653 0.278322 0.288601 0.258748 0.198725 0.161771 0.140465 0.137861 0.174315 0.134419 0.116375 0.102743 0.100052 0.0929699 0.0803923 0.0673918 0.0455663 0.0696704 0.031188 0.0283958
threshold=0.10932500000000002 -0.063264999999999988 0.08864000000000001 0.085845000000000019 -0.064539999999999986 0.11934000000000002 0.14132000000000003 0.097005000000000022 -0.010655 -0.13226499999999999 -0.021089999999999994 0.081330000000000013 0.11744000000000002 -0.38959499999999997 0.26411500000000004 -0.0087049999999999992 -0.48891499999999993 -0.12711499999999995 0.09117500000000002 -0.081999999999999976 0.095565000000000011 -0.083254999999999982 0.087915000000000007 -0.005644999999999999 0.046800000000000008 0.092485000000000026 -0.06705499999999999 0.097060000000000021 0.10859000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 10 8 12 13 9 -3 -1 -4 23 -2 -6 21 20 -11 -18 22 -20 -9 -5 -19 -12 -17 -23 -27 -26 -22
right_child=1 4 3 14 6 -7 -8 15 -10 16 11 -13 -14 -15 -16 24 17 18 19 -21 28 25 -24 -25 27 26 -28 -29 -30
leaf_value=0.00095093448890847215 0.00080205788803231891 0.00019690821052918301 0.00020788070300018605 0.0005407578692430868 0.00023339662987662506 0.00030694722299137939 0.00012744758535075822 0.00078099694764079879 -0.00011162836258564629 0.00088111793365131051 0.00047552358149510315 0.00029966659822662668 0.00048674170794982101 0.00047924775388422943 0.00081135052456110968 0.00050304030263915295 0.0005228671949077322 0.00076000490445368046 0.00051243022929522866 0.00068954651335827481 0.00056585366528786772 0.00060166724550661619 0.00069008397523737022 0.00064497230399783564 0.00068159929643362034 0.00080600064422084992 0.00064582324834006673 0.00056658452978506127 0.00067586665446753963
leaf_weight=63 53 75 56 99 59 52 78 84 63 57 60 69 63 94 66 99 52 672 55 175 53 73 322 68 57 52 80 59 65
leaf_count=63 53 75 56 99 59 52 78 84 63 57 60 69 63 94 66 99 52 672 55 175 53 73 322 68 57 52 80 59 65
internal_value=0 0.000308766 0.000669435 0.000561113 0.000207498 0.000530985 0.00029797 0.000706638 5.57993e-05 0.00073017 0.000414283 0.000472777 0.000631112 0.000384673 0.000661418 0.000627775 0.00071971 0.000712472 0.000720499 0.000647346 0.000691068 0.000628751 0.00073739 0.000565818 0.000568145 0.000671073 0.00070919 0.000623404 0.000626753
internal_weight=0 537 2436 623 369 168 231 1813 138 1396 253 197 116 153 370 417 1333 1276 1224 230 202 304 994 128 215 205 132 116 118
internal_count=2973 537 2436 623 369 168 231 1813 138 1396 253 197 116 153 370 417 1333 1276 1224 230 202 304 994 128 215 205 132 116 118
is_linear=0
shrinkage=0.0032998


Tree=9380
num_leaves=32
num_cat=0
split_feature=1 1 16 4 43 52 0 51 1 51 3 4 52 51 43 1 16 16 0 0 4 4 52 0 16 133 50 0 43 0 16
split_gain=4.58884 0.949254 0.708726 0.563678 0.390956 0.330393 0.327115 0.282383 0.240514 0.229771 0.177242 0.185626 0.280961 0.166234 0.152034 0.151604 0.147873 0.268249 0.201838 0.134723 0.118594 0.115094 0.108119 0.107345 0.0895368 0.0858091 0.0977124 0.0976483 0.0592756 0.0513342 0.0221021
threshold=0.10575500000000002 0.14860500000000001 0.12992000000000004 0.043640000000000005 0.084740000000000024 1.0000000180025095e-35 -0.077809999999999976 -0.19656999999999999 0.092845000000000025 0.078960000000000016 0.31351000000000001 0.44128500000000004 -0.011964999999999998 0.116525 -0.093039999999999984 1.0000000180025095e-35 -0.049824999999999994 0.08215500000000002 -0.068189999999999987 -0.13619499999999998 -0.4950449999999999 0.065755000000000008 -0.14556999999999998 -0.11327499999999999 -0.41776999999999992 -0.010024999999999997 0.083090000000000011 -0.08176499999999999 1.0000000180025095e-35 -0.046614999999999997 -0.078104999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 10 15 8 -4 13 16 11 12 -2 14 22 21 28 18 -18 -14 -19 -5 -1 -7 -13 27 -27 -16 -8 -22 -24
right_child=1 -3 7 5 -6 23 9 -9 -10 -11 -12 24 19 -15 25 -17 17 20 -20 -21 29 -23 30 -25 -26 26 -28 -29 -30 -31 -32
leaf_value=0.001005761792044201 0.0002811442627790593 4.9834810775143641e-05 0.00050738714170962449 0.00045596596668848519 0.00065952375803698439 0.00083475096085103393 0.0008414967076469706 0.00083597314127645359 0.000611897624340442 0.00051831173633072765 0.00017723931991081666 0.00017188819237403749 0.00040441871429402256 0.00059858699673120128 0.00083408404378330317 0.00038561234955311033 0.00065488146338075982 0.00083013519761404987 0.00038345477966566599 0.00060973974475112653 0.00072843739670564768 0.00066068178178331136 0.00086104922655278208 0.00063639015934406835 0.00036557219082857342 0.00072624761145769119 0.00082839847866983494 0.00069559233966590747 0.00071908514283250847 0.00058625889555768659 0.00076712897405253313
leaf_weight=53 83 73 55 52 52 57 92 61 99 86 54 54 62 53 353 71 71 86 53 84 69 76 94 68 52 489 137 70 95 53 53
leaf_count=53 83 73 55 52 52 57 92 61 99 86 54 54 62 53 353 71 71 86 53 84 69 76 94 68 52 489 137 70 95 53 53
internal_value=0 0.000404191 0.00045057 0.00072176 0.000390014 0.000593509 0.000742457 0.000680482 0.000770332 0.000677847 0.000353897 0.000382268 0.00043536 0.000782352 0.000790122 0.000509402 0.000704215 0.000661705 0.000539153 0.00052279 0.000734596 0.000577791 0.000874862 0.000727125 0.000267235 0.000773932 0.00074866 0.000811249 0.000779497 0.00066696 0.000827426
internal_weight=0 630 557 2330 441 324 2006 116 1401 605 389 335 229 1302 1249 199 519 332 124 146 208 128 200 125 106 1049 626 423 187 122 147
internal_count=2960 630 557 2330 441 324 2006 116 1401 605 389 335 229 1302 1249 199 519 332 124 146 208 128 200 125 106 1049 626 423 187 122 147
is_linear=0
shrinkage=0.0032998


Tree=9381
num_leaves=26
num_cat=0
split_feature=4 150 0 14 0 0 49 475 0 4 48 158 11 0 155 4 0 0 1452 43 4 43 4 15 15
split_gain=7.50246 1.62256 0.736704 0.568359 0.564756 0.871571 0.505217 0.500756 0.482591 0.471419 0.334426 0.253285 0.230672 0.436008 0.18319 0.12065 0.45529 0.11276 0.0904858 0.0848181 0.0695876 0.0482435 0.0473772 0.0312716 0.0148504
threshold=0.31392000000000003 0.082085000000000019 -0.068419999999999995 -0.44847999999999993 -0.068669999999999995 -0.10934999999999999 -0.080264999999999989 -0.084444999999999978 -0.098749999999999991 0.046185000000000004 0.093225000000000016 0.081110000000000015 1.0000000180025095e-35 -0.10726999999999999 0.092900000000000024 -0.17568999999999999 -0.034759999999999992 -0.079249999999999987 1.0000000180025095e-35 -0.0065549999999999992 0.065755000000000008 -1.0000000180025095e-35 -0.0042499999999999994 -0.42443999999999993 -0.22805999999999996
decision_type=2 2 2 2 2 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 -2 5 6 -3 -4 24 12 14 20 13 -1 15 -9 -17 18 -15 -19 -11 -22 -7 -10 -5
right_child=3 4 7 8 -6 22 -8 10 23 11 -12 -13 -14 17 -16 16 -18 19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.00076487825580509431 0.00064165220187368318 0.00074357115135101511 0.0010898736827764869 0.00037838576569200125 0.00038882549981303995 0.00086257927891889984 0.00028208168501112139 0.0008825496657963015 0.00019217238617572356 0.00068065382508480444 0.00057441708812900867 0.00099086997114242116 0.0011516282741148764 0.00099907204059368417 0.00098481958660973784 0.00082769853174208621 0.0004748183777130285 0.00097885346950895343 0.0011403439501197318 0.00086716019411142643 0.00088405128206880132 0.00074856346302725721 0.00099445117030135454 8.2710903647919607e-05 0.00045628670948721087
leaf_weight=103 61 52 66 54 61 93 52 103 53 68 73 81 86 963 63 167 53 201 56 131 63 64 52 65 76
leaf_count=103 61 52 66 54 61 93 52 103 53 68 73 81 86 963 63 167 53 201 56 131 63 64 52 65 76
internal_value=0 0.000899349 0.000929096 0.000355837 0.000674595 0.000744462 0.000513165 0.000819767 0.000285394 0.000960683 0.000780851 0.000834253 0.000983319 0.00097334 0.0008198 0.000787505 0.000742847 0.000989207 0.00100687 0.000934888 0.000769016 0.000816051 0.000910114 0.000132174 0.000424199
internal_weight=0 2651 2341 309 310 249 104 525 248 1816 459 276 1540 1454 386 323 220 1351 1019 332 195 127 145 118 130
internal_count=2960 2651 2341 309 310 249 104 525 248 1816 459 276 1540 1454 386 323 220 1351 1019 332 195 127 145 118 130
is_linear=0
shrinkage=0.0032998


Tree=9382
num_leaves=25
num_cat=0
split_feature=4 12 150 13 12 1429 160 0 475 403 160 13 3 1454 133 3 0 4 160 0 12 4 50 133
split_gain=0.394841 0.290444 0.202431 0.144363 0.139414 0.142164 0.121669 0.153316 0.161676 0.104985 0.0995413 0.0910731 0.087136 0.0869495 0.118072 0.0814867 0.0956104 0.0741072 0.0980548 0.0606932 0.0293056 0.0270681 0.0270093 0.0424029
threshold=0.31392000000000003 0.099170000000000022 0.082085000000000019 -0.11279499999999999 0.088590000000000016 0.080400000000000013 -0.016244999999999996 -0.15445999999999996 -0.08230999999999998 -0.030264999999999997 0.084480000000000013 -0.071564999999999976 -0.083574999999999997 0.077870000000000009 -0.0047449999999999992 -0.13117499999999996 -0.024974999999999997 -0.15283499999999997 -0.23244499999999998 -0.094949999999999993 0.091585000000000014 0.42642000000000008 0.08461500000000001 -0.010739999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 5 10 13 -8 12 22 -4 -5 -9 14 -1 -11 -17 -16 20 -20 -19 -13 23 -10
right_child=1 -3 4 11 -6 -7 7 8 9 15 -12 21 -14 -15 17 16 -18 18 19 -21 -22 -23 -24 -25
leaf_value=0.0018716896969700231 0.01214795982506291 -0.0075552099913553487 -0.0022164229490641901 -0.0024918719182898119 0.012284386603556642 0.01103503851309472 0.018852831445798801 0.021440382281475014 0.014026543066743918 0.013833058672608605 0.0055674198085567282 0.0027655650132027607 0.011804875980285607 0.013071642007289459 0.01428694624953309 0.0091482871295904787 0.0031730520184976869 0.013260957121655398 0.00041149101161167472 0.0068961917341755002 0.0084021498962346935 0.0078306973960587094 0.014609521516594639 0.010165727356946364
leaf_weight=96 70 58 101 56 67 56 65 56 124 95 86 54 53 85 54 884 84 79 53 188 69 71 102 254
leaf_count=96 70 58 101 56 67 56 65 56 124 95 86 54 53 85 54 884 84 79 53 188 69 71 102 254
internal_value=0 0.00316482 0.00953055 0.00564912 0.00547662 0.00359219 0.0100666 0.0108011 0.0104832 0.0100378 0.0013537 0.00312583 0.0167717 0.00804279 0.00724641 0.00909817 0.00863163 0.00840709 0.00758624 0.00547755 0.0110078 0.00565693 0.0121149 0.011437
internal_weight=0 309 2651 251 310 243 2341 1717 1652 1543 187 181 109 624 539 1063 968 443 389 241 148 125 480 378
internal_count=2960 309 2651 251 310 243 2341 1717 1652 1543 187 181 109 624 539 1063 968 443 389 241 148 125 480 378
is_linear=0
shrinkage=0.16829


Tree=9383
num_leaves=22
num_cat=0
split_feature=1 13 13 12 41 13 1 12 12 0 475 16 1447 12 47 0 16 42 12 12 1
split_gain=0.266846 0.140093 0.136703 0.178776 0.101653 0.241424 0.100594 0.123923 0.098303 0.088206 0.0875596 0.15487 0.0646498 0.0821849 0.0692664 0.0444401 0.0971122 0.043927 0.0436186 0.0566625 0.0402581
threshold=0.12000500000000001 0.10621000000000001 -0.099244999999999986 -0.053404999999999987 0.077915000000000012 -0.13871999999999998 0.093435000000000004 -0.088189999999999977 -0.0066799999999999993 -0.050249999999999996 -0.084344999999999989 -0.0024749999999999993 -0.086254999999999984 0.085585000000000008 0.077735000000000012 -0.11991499999999998 -0.095564999999999983 0.086510000000000017 0.10125500000000003 0.096510000000000012 0.10174000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 -6 8 -8 -1 -4 11 -10 -12 14 -14 16 -9 -15 19 20 -17
right_child=1 -3 9 -5 5 -7 7 15 10 -11 12 -13 13 17 -16 18 -18 -19 -20 -21 -22
leaf_value=0.014208727863438195 0.0065691829213567728 -0.0048544210333909595 0.0041536794787957855 -0.0072517674919845175 0.010907072834575674 -0.0028403272102148274 -9.2855404694515263e-05 0.0092511385807715861 0.0073375722158063802 0.011903800439075088 0.013615549287976718 0.01794950204052272 0.0048467623793346723 0.0095771285687537774 0.011139019768046741 0.0052880373500374953 -0.0001817794834717247 0.0075310076824402919 0.0044637859769709057 0.014054415909711631 0.009852586798064094
leaf_weight=91 53 55 103 53 68 77 76 60 84 71 60 74 331 654 59 97 63 570 74 54 133
leaf_count=91 53 55 103 53 68 77 76 60 84 71 60 74 331 654 59 97 63 570 74 54 133
internal_value=0 0.00289501 0.00442364 -0.000324343 0.00794752 0.00359434 0.00820132 0.00619882 0.00878041 0.00732641 0.00850979 0.0123191 0.00814917 0.00794485 0.00580327 0.00719667 0.00440504 0.00862575 0.00815079 0.00910516 0.00793535
internal_weight=0 335 280 106 2625 145 2480 557 1923 174 1832 158 1674 1614 390 481 123 1224 358 284 230
internal_count=2960 335 280 106 2625 145 2480 557 1923 174 1832 158 1674 1614 390 481 123 1224 358 284 230
is_linear=0
shrinkage=0.16829


Tree=9384
num_leaves=27
num_cat=0
split_feature=4 0 4 15 43 147 50 4 14 40 43 2 3 4 4 43 3 49 48 15 49 4 2 4 0 15
split_gain=0.225856 0.0894805 0.218474 0.214353 0.128997 0.085567 0.0918268 0.109685 0.127456 0.120611 0.085467 0.0780167 0.077218 0.0759455 0.0698366 0.0943393 0.0885174 0.0644647 0.0578601 0.0566019 0.0838556 0.0558593 0.0476772 0.0460152 0.0414087 0.0174958
threshold=0.028075000000000006 -0.029849999999999998 -0.17568999999999999 0.12173000000000002 -0.079824999999999993 0.08975000000000001 -0.041284999999999995 0.51395000000000002 -0.22654999999999997 -0.07334499999999998 -0.116045 0.094985000000000014 -0.088824999999999987 0.065755000000000008 -0.00090499999999999988 -0.076504999999999976 -0.066229999999999997 0.0062600000000000008 0.096685000000000007 0.096540000000000015 -1.0000000180025095e-35 -0.4950449999999999 0.10796500000000002 0.0033150000000000007 -0.071379999999999985 0.084175000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 10 -3 6 -2 8 -8 -10 12 14 25 -11 16 -16 24 19 -15 20 -13 -6 -19 -17 -12 -1
right_child=5 2 -4 -5 21 -7 7 -9 9 13 11 17 -14 18 15 23 -18 22 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.010464311917771396 -0.0012267758720525526 -0.00076754315528149164 -0.0054491500276676779 0.018074568042324445 0.011384362028824173 -0.0027028925816701818 0.013318110238227413 -0.00035643120672309832 -0.0024393319493287401 0.0018018432057360842 0.0068743417959646778 0.0042236380170089316 0.015846794621871652 0.0085161600697511407 0.0043671573565929921 0.015945432457774838 0.0014933740992238652 0.011064701258338677 0.0030635789703845353 0.0060035414857041161 -0.004598608497561065 0.0049877884330217148 0.0039208065827765204 0.0094489154793600521 0.011042980774478774 0.0069267885920542048
leaf_weight=73 80 52 54 52 98 56 57 97 56 99 1014 67 53 230 54 66 85 55 74 78 56 66 53 62 74 99
leaf_count=73 80 52 54 52 98 56 57 97 56 99 1014 67 53 230 54 66 85 55 74 78 56 66 53 62 74 99
internal_value=0 0.00699254 0.00410703 0.007393 0.0065044 0.00360542 0.00411777 0.0048182 0.00579443 0.00485621 0.00709801 0.00667862 0.0101916 0.00587444 0.00723081 0.0103168 0.00675046 0.00425143 0.0071948 0.00245641 0.000192399 0.00882109 0.00757554 0.0128127 0.00715952 0.00843862
internal_weight=0 2211 270 1941 216 749 693 613 516 459 1889 1664 225 403 1355 182 1173 309 304 201 123 164 108 128 1088 172
internal_count=2960 2211 270 1941 216 749 693 613 516 459 1889 1664 225 403 1355 182 1173 309 304 201 123 164 108 128 1088 172
is_linear=0
shrinkage=0.16829


Tree=9385
num_leaves=20
num_cat=0
split_feature=39 1453 0 1212 403 1213 0 4 159 0 1209 42 42 40 42 42 0 159 4
split_gain=0.167901 0.102433 0.0871444 0.0749135 0.0986394 0.115036 0.0927529 0.0784065 0.0829649 0.0657494 0.0620605 0.075833 0.0682258 0.0578501 0.057777 0.0761885 0.0538763 0.0509425 0.0441293
threshold=0.10189000000000001 -0.080524999999999985 -0.22745499999999999 0.083290000000000017 -0.111355 -0.080614999999999978 -0.083564999999999987 0.061835000000000008 0.084685000000000024 -0.23395499999999997 1.0000000180025095e-35 0.11466000000000001 0.10045500000000002 -0.065744999999999984 0.086335000000000009 0.098395000000000024 -0.11167499999999998 0.10762500000000001 -0.077584999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 7 -5 6 -6 10 14 -3 11 12 -4 -2 16 -16 -9 -10 -7
right_child=13 2 3 4 5 18 -8 8 17 -11 -12 -13 -14 -15 15 -17 -18 -19 -20
leaf_value=0.011984214830848888 0.0031202722028773069 0.00411658669142496 0.0058770638869545533 -0.0038428814195900557 0.0047858849224931875 0.010723244245768938 -0.0050012910379320071 0.0037311426925403634 0.010670066735670586 -0.0035664780803574469 0.011202103400442247 0.00057418553087937437 0.011165036842777851 -0.0040207872707179052 0.0076855804007549683 2.6241820002320035e-05 -0.0023604070393051279 0.003596433756938926 0.004454325459191018
leaf_weight=62 56 72 1638 53 58 64 52 68 63 56 65 74 73 75 90 63 104 55 66
leaf_count=62 56 72 1638 53 58 64 52 68 63 56 65 74 73 75 90 63 104 55 66
internal_value=0 0.00519953 0.00504387 0.00525615 0.00271029 0.00416493 0.000142887 0.00558068 0.00355982 0.00074121 0.00606362 0.0058755 0.00610373 -0.000954406 0.00216427 0.00454348 3.74348e-05 0.00738826 0.00755438
internal_weight=0 2776 2714 2586 293 240 110 2293 443 128 1850 1785 1711 131 325 153 172 118 130
internal_count=2907 2776 2714 2586 293 240 110 2293 443 128 1850 1785 1711 131 325 153 172 118 130
is_linear=0
shrinkage=0.16829


Tree=9386
num_leaves=10
num_cat=0
split_feature=40 3 457 474 41 12 151 10 1446
split_gain=0.118893 0.0849254 0.0827367 0.0726808 0.0737572 0.0670058 0.0623837 0.064804 0.0671619
threshold=1.0000000180025095e-35 0.35004500000000011 -0.098834999999999992 0.10508500000000001 0.081185000000000021 0.086085000000000009 0.057805000000000002 -0.089679999999999982 0.10392000000000001
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -4 -9
right_child=-2 -3 3 -5 5 -7 -8 8 -10
leaf_value=0.010887739892149433 -0.0023303351728064729 -0.0022523713586778123 -0.0016479525466016128 0.0091042241976537468 0.012644988997709373 0.0041548095016481525 -0.00033043712952687522 0.0043765372828253124 -0.001006756053600966
leaf_weight=55 79 55 54 86 54 53 93 2311 67
leaf_count=55 79 55 54 86 54 53 93 2311 67
internal_value=0 0.00427438 0.00440448 0.00427263 0.00411407 0.00845636 0.00392935 0.00409299 0.00422411
internal_weight=0 2828 2773 2718 2632 107 2525 2432 2378
internal_count=2907 2828 2773 2718 2632 107 2525 2432 2378
is_linear=0
shrinkage=0.16829


Tree=9387
num_leaves=10
num_cat=0
split_feature=1 1453 45 0 123 16 148 52 16
split_gain=0.123522 0.0691179 0.0580088 0.109773 0.0624305 0.0722403 0.0739524 0.0577236 0.0446956
threshold=0.14754500000000001 -0.079499999999999987 1.0000000180025095e-35 -0.20489499999999997 0.09394000000000001 -0.5152199999999999 -1.0000000180025095e-35 -0.12367499999999999 -0.33811499999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 5 -5 -7 -8 -3
right_child=-2 2 -4 4 -6 6 7 -9 -10
leaf_value=0.0090338259948979354 -0.0030218464082124308 0.0018631240814029652 0.0090515896333253354 0.0084025745213585478 -0.0010249364082287481 0.0086026619304144774 0.005275844473414954 0.0030104835869749626 -0.0046633607601558203
leaf_weight=65 82 55 52 91 80 80 384 1954 64
leaf_count=65 82 55 52 91 80 80 384 1954 64
internal_value=0 0.00359233 0.00346353 0.00335557 0.0035855 0.00373322 0.00355675 0.00338332 -0.00163182
internal_weight=0 2825 2760 2708 2589 2509 2418 2338 119
internal_count=2907 2825 2760 2708 2589 2509 2418 2338 119
is_linear=0
shrinkage=0.16829


Tree=9388
num_leaves=15
num_cat=0
split_feature=4 3 123 3 2 1375 14 42 12 4 3 133 1210 123
split_gain=4.531 1.98111 1.25415 0.652198 0.52993 0.373292 0.452881 0.300284 0.229392 0.262652 0.207069 0.199332 0.167702 0.0369514
threshold=0.31392000000000003 0.28833000000000003 0.080635000000000012 0.13772500000000001 0.14132000000000003 -0.14057999999999995 0.073890000000000011 0.088025000000000006 0.091290000000000024 -0.50139499999999992 -0.084014999999999992 0.085650000000000018 -0.076234999999999983 0.087855000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 5 -1 8 10 9 -7 -2 -4 -10 -9
right_child=3 -3 11 -5 -6 6 -8 13 12 -11 -12 -13 -14 -15
leaf_value=0.0003834542275083181 0.00053395380637723602 5.9078067877203471e-05 0.0004505579606538113 -8.7877711033114262e-05 0.00032715449686829327 0.00087764111373447287 0.00090451091313230368 0.00020432346100104299 0.00043586497383289741 0.00066967131695334686 0.00027197493874127305 0.00020440410555808429 0.00062332708118820863 7.8991179894723931e-05
leaf_weight=54 55 68 75 69 55 71 82 52 57 1267 84 70 795 53
leaf_count=54 55 68 75 69 55 71 82 52 57 1267 84 70 795 53
internal_value=0 0.000615451 0.000630415 0.000194989 0.000648575 0.00065616 0.000662626 0.000275125 0.000653553 0.000680733 0.000375889 0.000331968 0.000610827 0.000141396
internal_weight=0 2594 2526 313 2381 2326 2272 244 2190 1338 139 145 852 105
internal_count=2907 2594 2526 313 2381 2326 2272 244 2190 1338 139 145 852 105
is_linear=0
shrinkage=0.0032998


Tree=9389
num_leaves=26
num_cat=0
split_feature=4 2 12 1 1 14 2 47 2 15 2 12 2 43 15 3 1 13 4 484 402 1446 1 133 42
split_gain=4.07622 1.29166 0.679786 0.542312 0.462764 0.457651 0.435601 0.271251 0.207879 0.206898 0.199228 0.174282 0.154411 0.257292 0.149891 0.138775 0.122339 0.100693 0.0997905 0.12615 0.0943687 0.0698098 0.0578317 0.0552724 0.0286283
threshold=0.31392000000000003 0.14132000000000003 1.0000000180025095e-35 0.092395000000000019 0.13074500000000003 0.073890000000000011 -0.0098549999999999974 0.09023500000000001 0.11504500000000002 -0.43091499999999999 0.11067500000000001 0.091290000000000024 0.08784500000000002 -0.0025899999999999994 -0.10114499999999998 -0.090439999999999979 1.0000000180025095e-35 -0.094359999999999986 0.046185000000000004 0.050560000000000008 0.085200000000000012 0.085950000000000013 0.086005000000000012 0.096875000000000017 0.091265000000000013
decision_type=2 2 2 2 2 2 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 8 11 -5 10 -2 -6 -8 12 17 15 -1 -14 -16 -4 19 20 -13 -19 -18 24 -20
right_child=4 -3 5 6 9 -7 7 -9 -10 -11 -12 18 13 -15 16 -17 22 21 23 -21 -22 -23 -24 -25 -26
leaf_value=0.00087851774968379745 0.00055760941918576556 0.00031004714537677549 0.00092436877518778783 0.0002500859862671369 0.00028386790663759978 0.0010274365493557645 0.00061381696984615217 0.00078683632280543458 0.00032403860219302338 2.8853796711616618e-05 0.00038014814502296214 0.00074847768525453085 0.00091333739715791275 0.0005514479348389667 0.00054947214824264566 0.00072235756881105487 0.0008264828813996538 0.00076981698502465808 0.00061178037126127273 0.0005629033752699396 0.00061836047846207929 0.00088388523939065687 0.0006711911743020046 0.00053610839982186971 0.00072129299564697611
leaf_weight=57 72 87 62 56 75 62 92 52 101 65 72 556 53 87 55 225 52 597 57 53 72 70 62 52 63
leaf_count=57 72 87 62 56 75 62 92 52 101 65 72 556 53 87 55 225 52 597 57 53 72 70 62 52 63
internal_value=0 0.00070603 0.000719758 0.000610233 0.000307179 0.000746889 0.000510543 0.000577906 0.000421451 0.00016572 0.000511445 0.000737938 0.000765862 0.000709545 0.000730058 0.000758894 0.000679777 0.000794011 0.000702082 0.000720382 0.000733616 0.000781841 0.000742335 0.000629425 0.000669568
internal_weight=0 2594 2507 498 313 2009 272 216 173 140 164 1947 1094 365 226 278 169 729 853 681 628 667 114 172 120
internal_count=2907 2594 2507 498 313 2009 272 216 173 140 164 1947 1094 365 226 278 169 729 853 681 628 667 114 172 120
is_linear=0
shrinkage=0.0032998


Tree=9390
num_leaves=29
num_cat=0
split_feature=2 2 51 39 2 0 0 2 0 11 2 2 0 2 2 42 16 16 150 42 42 2 403 133 42 133 50 16
split_gain=10.0162 6.7222 1.40229 1.1736 0.870772 1.4425 0.75235 0.745679 0.610746 0.580356 0.384452 0.259874 0.21655 0.199021 0.174323 0.142596 0.231823 0.108447 0.104102 0.096027 0.0856614 0.0901984 0.0848833 0.0741706 0.0710573 0.0680908 0.0645465 0.006176
threshold=0.11366500000000002 -1.0000000180025095e-35 -0.24397999999999997 0.086285000000000014 0.095850000000000005 -0.13843999999999998 -0.068669999999999995 0.14132000000000003 -0.10114999999999998 1.0000000180025095e-35 0.072175000000000017 0.09167500000000002 -0.095554999999999987 0.10523 0.123795 0.095935000000000006 -0.075274999999999995 -0.50472499999999987 0.086765000000000023 0.092860000000000012 0.091485000000000025 0.10859000000000001 -0.074859999999999982 0.11330000000000001 -0.027559999999999998 0.031880000000000012 0.090630000000000016 0.13995000000000002
decision_type=2 2 2 2 2 2 2 2 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 9 13 -1 8 17 10 12 18 -3 -6 -10 16 -9 -4 23 22 21 24 -14 -12 -7 -13 -21 -26
right_child=2 4 7 -5 5 20 -8 15 14 -11 11 25 19 -15 -16 -17 -18 -19 -20 26 -22 -23 -24 -25 27 -27 -28 -29
leaf_value=0.00093849498131554705 0.0010177263587318403 0.00085611868978860894 0.00031858917925970672 0.00021927837974640936 0.00079888058655089658 0.0010776977549106631 0.00042539439293331403 0.00039228958454017889 0.00088178613184884452 0.0014406963396172746 0.001212919048623178 0.00097671084364600504 0.001231564624907758 0.00051633709369361164 0.00063685050096425673 0.00043069764690211918 8.259187047230903e-05 0.00051881403700382203 0.0010828344537149679 0.00096409406436423332 0.00099677155079268883 0.0010113276271096923 0.0010901539070034092 0.0011120075185968598 0.0011603709265498789 0.0011129535672403286 0.0011040471340802299 0.0012291876026439595
leaf_weight=71 60 52 58 90 57 96 56 52 60 73 828 79 65 54 71 67 54 63 94 101 92 73 220 98 54 99 65 79
leaf_count=71 60 52 58 90 57 96 56 52 60 73 828 79 65 54 71 67 54 63 94 101 92 73 220 98 54 99 65 79
internal_value=0 0.00106337 0.000544975 0.000508114 0.00111623 0.000994821 0.000712523 0.000478151 0.000592828 0.00115077 0.00113831 0.00117074 0.001061 0.000661744 0.000749304 0.000310903 0.000234851 0.00042313 0.0011913 0.00108454 0.00108857 0.00111642 0.00112253 0.00120228 0.00114976 0.00105268 0.00101911 0.00120151
internal_weight=0 2496 485 217 2279 505 127 425 252 1774 1701 1198 503 111 131 173 106 121 1020 451 394 302 285 926 229 178 166 133
internal_count=2981 2496 485 217 2279 505 127 425 252 1774 1701 1198 503 111 131 173 106 121 1020 451 394 302 285 926 229 178 166 133
is_linear=0
shrinkage=0.0032998


Tree=9391
num_leaves=33
num_cat=0
split_feature=1 12 155 12 15 2 0 1 1 43 1210 123 0 484 15 2 0 0 43 2 49 43 1 0 51 123 15 403 2 2 15 51
split_gain=0.358572 0.140803 0.130486 0.148681 0.120814 0.113799 0.204488 0.123559 0.0870063 0.0802116 0.0788212 0.0727506 0.0506287 0.0778299 0.154861 0.0957786 0.0765249 0.0649381 0.0424936 0.0533927 0.0416835 0.0425586 0.0452882 0.0627455 0.0414867 0.0358531 0.0232769 0.0223628 0.0190739 0.0141262 0.00730342 0.00641831
threshold=0.08864000000000001 0.086085000000000009 0.099270000000000011 -0.10468499999999999 0.120215 0.09036000000000001 1.0000000180025095e-35 0.097305000000000016 0.093505000000000019 -0.03898999999999999 -1.0000000180025095e-35 0.081180000000000016 -0.085674999999999987 -0.081534999999999982 0.084685000000000024 0.087545000000000026 -0.082634999999999986 0.044695000000000006 0.064420000000000019 0.090695000000000012 0.10470500000000001 -0.0093249999999999982 0.076160000000000019 -0.064179999999999973 0.0045000000000000014 0.086155000000000023 -0.086989999999999984 -0.083124999999999991 0.091570000000000012 0.099655000000000007 0.089955000000000021 -0.092389999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 8 -7 9 -5 -1 -10 13 -12 15 26 -14 -18 20 -20 21 22 23 28 25 -9 -15 -23 -3 -21 -29 -22
right_child=2 18 -4 4 -6 7 -8 24 11 -11 12 -13 16 14 -16 -17 17 -19 19 29 31 27 -24 -25 -26 -27 -28 30 -30 -31 -32 -33
leaf_value=0.01395683459832597 0.0082782332822504603 0.0063387899982456451 0.0086215220961615314 -0.0029518947526020545 0.0079635835483199482 -0.0089494226508453397 -0.0070282241360902836 -0.0025813984662567645 0.0068248907279862903 0.0040437535413901417 0.0045205432387495836 0.0001449627815464995 0.0019888934940003617 0.0032119932837500597 0.017612971894909051 0.012524149620592305 0.011077786519114473 0.0036988247019918313 0.010913139221069216 0.0031178980371794332 0.0026203899954392843 0.00020253879116289986 0.00098568729075972908 0.010941831185124607 0.0027288299652417775 0.0019795203996744275 0.0074728130809638806 0.0030436677178972593 0.0041511627778299826 0.0068835094703709639 0.0056030264583072495 0
leaf_weight=59 94 274 88 88 71 53 58 184 222 98 98 59 101 71 61 87 84 58 72 58 52 65 55 67 97 66 79 93 204 60 53 52
leaf_count=59 94 274 88 88 71 53 58 184 222 98 98 59 101 71 61 87 84 58 72 58 52 65 55 67 97 66 79 93 204 60 53 52
internal_value=0 0.00616069 0.00238223 0.00187686 0.00127091 0.000755255 0.00238583 -0.00138039 0.00355888 0.000724325 0.00803607 0.00542874 0.00748659 0.00866817 0.0100261 0.00806581 0.00555365 0.0080765 0.00497443 0.00727994 0.00449373 0.00490129 0.00562729 0.00609241 -0.000219133 -0.00137013 0.005468 0.00282834 0.00540892 0.00504784 0.00398506 0.00129822
internal_weight=0 1803 1178 1090 996 925 525 400 467 186 698 281 639 396 298 237 243 142 1105 190 915 811 600 545 347 250 150 211 478 118 146 104
internal_count=2981 1803 1178 1090 996 925 525 400 467 186 698 281 639 396 298 237 243 142 1105 190 915 811 600 545 347 250 150 211 478 118 146 104
is_linear=0
shrinkage=0.16829


Tree=9392
num_leaves=25
num_cat=0
split_feature=12 12 15 448 13 12 43 43 13 13 52 52 49 160 1452 13 160 13 403 13 483 15 16 15
split_gain=2.69292 0.658774 0.446817 0.579399 0.421425 0.397099 0.3768 0.373355 0.243306 0.227872 0.205404 0.222964 0.339529 0.149402 0.119843 0.119418 0.117779 0.103773 0.0746845 0.105153 0.0580421 0.0497306 0.073315 0.055008
threshold=0.023990000000000004 0.13936000000000001 -0.38214499999999996 -0.037059999999999989 -0.27740999999999993 0.086155000000000023 -0.031974999999999996 -0.095049999999999982 -0.0096349999999999977 -0.15325499999999995 0.048245000000000003 -0.082894999999999983 -1.0000000180025095e-35 -1.0000000180025095e-35 0.081315000000000012 0.15415000000000004 -0.52336499999999997 0.10077500000000002 -0.0051499999999999992 -0.085349999999999995 0.023975000000000003 -0.024929999999999997 -0.069994999999999988 -0.011749999999999998
decision_type=2 2 2 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 18 7 -6 -9 -7 11 -8 -13 -1 15 16 -11 -18 19 -2 21 -20 -23 -24
right_child=1 -3 3 4 6 9 10 8 -10 14 -12 12 -14 -15 -16 -17 17 -19 20 -21 -22 22 23 -25
leaf_value=0.00037546307173673573 0.00087996667314017179 0.00032922547652731527 0.00017961218499137245 0.00026143208143097825 0.00062733604670278014 0.00043993354766887389 0.00068058971179380109 0.0004326792557970199 0.0001407975185540352 0.00049533067587068753 0.00076161824970875751 0.00027522879632991458 0.0006074748071742016 0.00017608359770886195 0.00078306467424867532 0.0007504846203755858 0.00063932704110370331 0.00048727123558609464 0.00074882341777693481 0.00070763398426329917 0.00078988083265903305 0.00056915045831350231 0.00062511628814930238 0.00077579491463485993
leaf_weight=79 84 69 70 72 63 66 96 79 52 74 71 57 83 87 63 92 1224 53 99 78 82 73 53 62
leaf_count=79 84 69 70 72 63 66 96 79 52 74 71 57 83 87 63 92 1224 53 99 78 82 73 53 62
internal_value=0 0.000647513 0.000424319 0.000463799 0.000498455 0.00065794 0.000532448 0.000418019 0.000317087 0.000631428 0.000604644 0.000557269 0.000472455 0.000271181 0.000639797 0.000633518 0.000625527 0.000633044 0.000736358 0.000797209 0.000709548 0.000686473 0.000653452 0.000706658
internal_weight=0 2172 809 643 573 2103 501 194 131 1572 307 236 140 166 1506 1443 1351 1277 531 162 369 287 188 115
internal_count=2981 2172 809 643 573 2103 501 194 131 1572 307 236 140 166 1506 1443 1351 1277 531 162 369 287 188 115
is_linear=0
shrinkage=0.0032998


Tree=9393
num_leaves=24
num_cat=0
split_feature=1 0 155 12 484 15 1213 51 1 1 43 1447 1453 12 1429 160 159 12 43 2 3 1 3
split_gain=0.277925 0.114206 0.095887 0.105457 0.0917849 0.110363 0.0949218 0.0871808 0.118298 0.0849236 0.0807511 0.0518137 0.0500385 0.0432006 0.0754806 0.0613548 0.0574035 0.0437946 0.0341938 0.0307537 0.0369132 0.0187296 0.0184831
threshold=0.088830000000000006 -0.095554999999999987 0.099270000000000011 -0.14392999999999997 -0.0048899999999999994 0.120215 -0.021204999999999998 0.08290500000000002 1.0000000180025095e-35 0.091000000000000011 -0.095314999999999983 -0.086254999999999984 -0.053899999999999997 0.084065000000000015 0.084965000000000013 -0.017574999999999997 -0.090054999999999982 0.081685000000000021 0.064420000000000019 0.090485000000000024 -0.069414999999999991 0.11206000000000001 -0.014254999999999999
decision_type=2 2 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 21 6 -6 8 19 -8 -11 -3 -13 17 15 16 -15 22 -17 -1 -21 -5 -14
right_child=2 11 -4 4 5 -7 9 -9 -10 10 -12 12 13 14 -16 18 -18 -19 -20 20 -22 -23 -24
leaf_value=0.0098767497379599854 0.0077505940109877207 0.0094575205080549528 0.0076131760998362011 0.0076148027666132915 0.0067976581603515929 0.0076030597160419693 -0.0056024014195335762 0.002682991595468353 0.015226175746115511 0.0051174693074342234 -0.00037027499603538262 7.3539515569514166e-05 0.0025106599482047983 0.0057416750098870008 0.0095735108513048672 0.0044459976672820162 0.00020536624182181348 0.0097278314635805309 0.0077065468758716511 0.002489225903222135 0.0087748569216154967 0.0032997424532328606 0.0069119843560244958
leaf_weight=85 79 70 88 67 58 62 76 62 79 87 595 63 53 76 79 696 178 101 107 56 52 53 59
leaf_count=85 79 70 88 67 58 62 76 62 79 87 595 63 53 76 79 696 178 101 107 56 52 53 59
internal_value=0 0.00559905 0.00226549 0.00182687 0.00135616 0.00075715 0.000234793 0.008418 0.00971864 -0.000265008 0.00032714 0.00496252 0.00473841 0.00495493 0.00453823 0.0041602 0.00186897 0.0071689 0.0048827 0.00745495 0.00553228 0.00572396 0.00484526
internal_weight=0 1816 1165 1077 998 878 816 334 272 758 682 1482 1412 1349 1136 1057 254 213 803 193 108 120 112
internal_count=2981 1816 1165 1077 998 878 816 334 272 758 682 1482 1412 1349 1136 1057 254 213 803 193 108 120 112
is_linear=0
shrinkage=0.16829


Tree=9394
num_leaves=29
num_cat=0
split_feature=12 15 150 12 150 12 49 15 14 12 42 42 49 49 0 11 480 12 15 133 403 156 0 52 52 403 12 12
split_gain=2.90549 0.529115 0.63473 0.514644 0.417338 0.275412 0.244247 0.210543 0.199384 0.183357 0.178792 0.203781 0.149883 0.130888 0.121006 0.110945 0.112545 0.100587 0.0974367 0.0916483 0.109404 0.0903476 0.0784064 0.0767157 0.0390771 0.0570324 0.0538887 0.0288414
threshold=0.023990000000000004 -0.38214499999999996 0.08882000000000001 0.096990000000000007 -0.029954999999999999 -0.025219999999999996 -0.030749999999999996 -0.17840999999999999 -0.42227999999999993 0.083785000000000012 -0.0047199999999999994 1.0000000180025095e-35 -0.06017999999999999 0.10470500000000001 1.0000000180025095e-35 0.080070000000000016 -1.0000000180025095e-35 -0.083219999999999988 -0.087284999999999988 -0.08860999999999998 -1.0000000180025095e-35 -0.01197 -0.072924999999999976 0.042815000000000006 0.10400000000000002 0.021625000000000002 0.11005500000000001 0.090535000000000018
decision_type=2 2 2 2 2 2 2 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 9 -3 10 -5 -8 -1 23 -6 -12 -4 24 18 16 -11 -10 -7 20 -18 -21 -23 -2 25 26 -9 -22
right_child=3 2 12 6 5 14 7 13 17 15 11 -13 -14 -15 -16 -17 19 -19 -20 21 27 22 -24 -25 -26 -27 -28 -29
leaf_value=0.00039249411506795388 0.00084268708584598554 0.0002509794525826611 0.00033217585666605118 0.00034324963672414076 0.00059001976677303699 0.00055851105972231556 0.00038018883742818637 0.00062754485252682914 0.00024890212810437917 0.00049437434646515898 0.00028348622364152425 0.00053452444936442141 0.00010112282430657012 0.00045517948859162452 0.00049258963742406393 0.000760738780696398 0.00084261213266491721 4.6375672248936682e-05 0.00072585368923522796 0.00075897704013534652 0.00070038828636090399 0.00064124721771606074 0.00055210027145453108 0.00068116629851111261 0.00056308656295455317 0.00054267383014042312 0.0007446742553451134 0.00060324372031398071
leaf_weight=58 85 66 74 59 67 65 57 129 56 54 90 59 53 63 68 100 55 52 101 66 126 912 129 57 101 52 72 55
leaf_count=58 85 66 74 59 67 65 57 129 56 54 90 59 53 63 68 100 55 52 101 66 126 912 129 57 101 52 72 55
internal_value=0 0.000402596 0.000445536 0.000634415 0.000497032 0.000533042 0.000544973 0.000570008 0.000236055 0.00066348 0.000447465 0.000383127 0.00023603 0.00059587 0.000611885 0.000652584 0.000644817 0.000151716 0.00066054 0.00065084 0.000711193 0.000637942 0.000630234 0.000778099 0.000620809 0.000643713 0.000669677 0.000671064
internal_weight=0 809 643 2172 516 450 533 474 166 1639 216 149 127 417 234 1497 1397 108 166 1343 236 1107 1041 142 354 253 201 181
internal_count=2981 809 643 2172 516 450 533 474 166 1639 216 149 127 417 234 1497 1397 108 166 1343 236 1107 1041 142 354 253 201 181
is_linear=0
shrinkage=0.0032998


Tree=9395
num_leaves=24
num_cat=0
split_feature=2 12 3 2 2 2 42 3 2 147 1211 13 52 52 12 11 52 12 2 52 3 13 52
split_gain=5.82444 3.08773 0.883375 0.701794 0.628643 0.562854 0.375772 0.267206 0.241414 0.25945 0.237402 0.245712 0.214421 0.182593 0.171396 0.145827 0.15274 0.118094 0.113899 0.112437 0.105816 0.0735948 0.0624447
threshold=0.12026500000000001 -1.0000000180025095e-35 0.10766000000000002 0.14073000000000005 -0.0050599999999999994 0.096860000000000016 0.090045000000000014 -0.0031199999999999995 0.10472500000000001 0.087170000000000011 0.076895000000000019 -0.088484999999999994 -0.54533999999999982 0.042815000000000006 0.089735000000000023 0.080070000000000016 0.082640000000000005 0.093910000000000007 -0.069044999999999981 0.029970000000000007 -0.046079999999999989 -0.067614999999999995 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 13 18 -6 8 -5 9 15 11 -8 -10 20 -14 16 -3 21 -1 -19 -2 -13 -4
right_child=3 2 22 7 5 -7 10 -9 12 -11 -12 17 14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24
leaf_value=0.00047009486510391928 0.00057710825422675565 0.00091929701811600047 0.00068894495539816448 0.00039090910411439304 0.00087263774301240876 0.00049145208000627176 0.00064092603958208251 0.00013424527867297409 0.00098768152392991488 0.00073490029260349149 0.0010280723558780507 0.00086014835898676353 0.00058978785160858371 0.00070766567066466563 0.00084745013607171696 0.0011194786106260429 0.0009919255572753622 0.0007201661822040799 0.00027033943722386012 0.00087351007046615589 0.00036852597980719818 0.0010074173954533986 0.00052741901760333817
leaf_weight=58 54 819 53 82 79 92 81 97 54 62 62 145 52 55 65 59 547 124 70 97 55 55 58
leaf_count=58 54 819 53 82 79 92 81 97 54 62 62 145 52 55 65 59 547 124 70 97 55 55 58
internal_value=0 0.000852616 0.0008931 0.000395253 0.000536612 0.000667761 0.000907483 0.00025202 0.00093269 0.000946339 0.00083332 0.000809196 0.000813792 0.000551371 0.000733235 0.000955514 0.000948406 0.000841488 0.000361129 0.00078763 0.000472184 0.000900824 0.000604861
internal_weight=0 2632 2333 343 299 171 2222 179 1658 1487 564 502 171 164 117 1425 1366 421 128 221 109 200 111
internal_count=2975 2632 2333 343 299 171 2222 179 1658 1487 564 502 171 164 117 1425 1366 421 128 221 109 200 111
is_linear=0
shrinkage=0.0032998


Tree=9396
num_leaves=27
num_cat=0
split_feature=1 47 15 0 43 12 52 0 15 12 1 52 0 52 12 12 481 159 4 49 43 4 131 0 42 12
split_gain=0.290938 0.0994435 0.0703352 0.0734773 0.0837662 0.116274 0.161439 0.142667 0.120996 0.116612 0.109872 0.0818295 0.115736 0.139454 0.0892723 0.0643824 0.0478555 0.0463515 0.0843379 0.0473795 0.0459141 0.0521314 0.040814 0.037805 0.0362486 0.0136183
threshold=0.12000500000000001 0.090280000000000013 0.13592500000000005 -0.23395499999999997 -0.0005399999999999999 0.090805000000000011 0.01787 -0.095724999999999991 0.037885000000000009 0.085155000000000022 0.10818500000000002 0.08321000000000002 -0.067664999999999989 -0.092084999999999986 0.084565000000000015 0.098085000000000019 -1.0000000180025095e-35 0.079715000000000022 0.066300000000000012 0.088930000000000009 -0.083879999999999996 0.51395000000000002 0.098515000000000005 -0.063204999999999983 0.088575000000000015 0.10859000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 20 3 -1 11 6 8 -7 10 -8 -6 12 17 -14 -13 24 -16 18 -5 -19 -2 23 -18 -22 -9 -17
right_child=1 -3 -4 4 5 7 9 15 -10 -11 -12 14 13 -15 16 25 22 19 -20 -21 21 -23 -24 -25 -26 -27
leaf_value=0.010581548179906692 -0.0067164638966522054 0.0040643149580587299 -0.00075310040644671909 0.0051680549340701459 -0.00010102343051360377 0.012802006962398409 -0.0085365152100616796 0.0094405098324277202 0.0089629394539040459 0.0011672151028446292 0.0085694078566768816 0.011557363507457057 0.0053313106622074943 -0.0040898183698999261 0.0014826518377483318 -6.29488627707826e-05 0.0073691006552594205 0.0058679622788750871 -0.0010056911371530493 0.011721199992270871 -0.002286363737210321 -0.0050950310392112053 0.0033100232287963118 0.0036427103723717363 0.0038198083964362858 0.003218898033608667
leaf_weight=61 55 92 66 635 201 64 64 66 87 77 52 98 87 91 60 76 366 146 69 55 57 63 89 65 67 66
leaf_count=61 55 92 66 635 201 64 64 66 87 77 52 98 87 91 60 76 366 146 69 55 57 63 89 65 67 66
internal_value=0 -0.000632597 0.00464819 0.00478722 0.00464603 0.0032439 0.00155638 0.005633 0.00354435 -0.00322457 0.00167394 0.00532288 0.00443874 0.000504798 0.00688198 0.00395804 0.00598881 0.00521051 0.00456041 0.00747853 -0.00244057 -0.00115964 0.00657908 0.000857843 0.00662254 0.00144976
internal_weight=0 332 2643 2577 2516 820 481 339 340 141 253 1696 1083 178 613 275 515 905 704 201 240 185 455 122 133 142
internal_count=2975 332 2643 2577 2516 820 481 339 340 141 253 1696 1083 178 613 275 515 905 704 201 240 185 455 122 133 142
is_linear=0
shrinkage=0.16829


Tree=9397
num_leaves=24
num_cat=0
split_feature=1 52 2 2 47 2 2 2 2 3 1 2 3 3 42 3 475 49 2 2 484 13 4
split_gain=14.0175 2.47792 1.29752 1.23284 1.22713 0.845634 0.617251 0.434188 0.640975 0.392874 0.778557 0.273085 0.259305 0.215256 0.202499 0.159092 0.124134 0.123688 0.0898269 0.179579 0.141617 0.106587 0.0777519
threshold=0.10442000000000001 -0.40011499999999994 -1.0000000180025095e-35 0.089545000000000013 0.078345000000000012 1.0000000180025095e-35 0.13270000000000001 -0.0050599999999999994 0.10633000000000002 -0.14186499999999996 0.088470000000000007 0.16730000000000003 -0.14186499999999996 -0.10175499999999998 0.097140000000000018 -0.037084999999999993 -0.085774999999999976 -0.045589999999999992 0.08784500000000002 0.088375000000000023 0.086505000000000012 0.053700000000000005 0.50541500000000006
decision_type=2 2 2 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 12 7 -6 9 22 -9 -5 13 15 -4 -11 -15 -10 -14 -17 20 -20 21 -18 -3
right_child=1 4 3 6 5 -7 -8 8 11 10 -12 -13 16 14 -16 17 18 -19 19 -21 -22 -23 -24
leaf_value=0.00064321100541457328 0.0010613699144686403 8.8355044607833842e-05 0.0013437304317236571 0.0012191585705181019 0.00095966272206540304 0.00045748006834215606 0.00063278099018127952 0.00074502597497642844 0.00025339777739307742 0.00081753066876684443 0.00070943630253037611 0.00015227074895230372 0.00098687227623402976 0.0010631194409694358 0.00091905287650441013 0.00059037555233973544 0.0011458397628880178 0.00039246285163228086 0.00092173900254499024 0.0011511914583533943 0.0012796829804365957 0.0010051954407902257 0.00026445105232322726
leaf_weight=81 79 58 65 83 71 76 53 53 58 56 103 61 69 536 138 52 807 109 64 97 85 68 53
leaf_count=81 79 58 65 83 71 76 53 53 58 56 103 61 69 536 138 52 807 109 64 97 85 68 53
internal_value=0 0.00051218 0.00105454 0.0010695 0.000438709 0.000700271 0.000980824 0.000352031 0.000411684 0.00100092 0.000979136 0.000348462 0.00113795 0.00101714 0.00103367 0.000402948 0.00112668 0.000456604 0.00113525 0.0010602 0.0011478 0.00113495 0.000172754
internal_weight=0 670 2305 2224 591 147 969 444 333 916 833 280 1255 730 674 219 1190 161 1121 161 960 875 111
internal_count=2975 670 2305 2224 591 147 969 444 333 916 833 280 1255 730 674 219 1190 161 1121 161 960 875 111
is_linear=0
shrinkage=0.0032998


Tree=9398
num_leaves=24
num_cat=0
split_feature=1 12 1 123 12 15 160 147 11 15 1 43 12 1 52 150 1 43 15 15 15 49 12
split_gain=18.1174 2.43183 2.32209 1.36539 0.663117 0.565736 0.36302 0.349619 0.284722 0.306795 0.27875 0.228882 0.218075 0.204404 0.192569 0.176114 0.164998 0.155749 0.133652 0.109667 0.0692054 0.0672583 0.0411659
threshold=0.10442000000000001 0.085075000000000026 0.13130500000000003 1.0000000180025095e-35 0.097060000000000021 -0.26361999999999991 -1.0000000180025095e-35 0.087170000000000011 1.0000000180025095e-35 1.0000000180025095e-35 0.096315000000000026 0.05259500000000001 0.11878500000000002 0.11779500000000002 0.084705000000000016 1.0000000180025095e-35 0.11366000000000001 -1.0000000180025095e-35 0.083185000000000023 -0.075094999999999981 0.096015000000000017 0.059130000000000009 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 2 2
left_child=3 5 13 4 7 6 -2 8 10 -10 11 14 18 17 -1 19 -17 -3 21 -7 -20 -6 -13
right_child=1 2 -4 -5 12 15 -8 -9 9 -11 -12 22 -14 -15 -16 16 -18 -19 20 -21 -22 -23 -24
leaf_value=0.0012737224078773904 0.00049929523966980654 0.001038392678165157 0.00028348589878432836 0.00084862652142417283 0.0010360173697848624 0.00055077446166019095 0.00019353183906945228 0.0010338714606379241 0.0012802480659092059 0.0016357302020498917 0.0010762440889469636 0.001135744686653587 0.00096593612970360813 0.00091124898939915898 0.0013558179935406502 0.00059979648007936286 0.0003474884154935203 0.0012809895668858561 0.0013382885305842662 0.00073127477908099987 0.0011808692116654885 0.0011718683251860504 0.0012459381683375306
leaf_weight=882 77 63 52 94 84 71 95 61 55 54 72 114 73 57 514 58 57 58 59 82 80 92 71
leaf_count=882 77 63 52 94 84 71 95 61 55 54 72 114 73 57 514 58 57 58 59 82 80 92 71
internal_value=0 0.000622704 0.000897845 0.00123929 0.00125588 0.0004788 0.000330619 0.00128239 0.00129097 0.00145668 0.00128002 0.00128928 0.00113124 0.00107712 0.00130397 0.00057377 0.000475046 0.00115497 0.00116943 0.000647743 0.00124794 0.00110723 0.00117823
internal_weight=0 670 230 2305 2211 440 172 1823 1762 109 1653 1581 388 178 1396 268 115 121 315 153 139 176 185
internal_count=2975 670 230 2305 2211 440 172 1823 1762 109 1653 1581 388 178 1396 268 115 121 315 153 139 176 185
is_linear=0
shrinkage=0.0032998


Tree=9399
num_leaves=16
num_cat=0
split_feature=4 9 16 48 133 1 16 1375 0 123 12 16 3 1 0
split_gain=0.305435 0.0972997 0.0931166 0.0774756 0.0615967 0.069729 0.0935053 0.0594023 0.129481 0.053279 0.0794897 0.141067 0.054317 0.0277691 0.018087
threshold=0.31392000000000003 0.085355000000000014 -0.54150999999999994 0.10327000000000001 0.085235000000000019 0.12040000000000002 -0.4193599999999999 -0.14057999999999995 -0.15651999999999996 0.084880000000000025 0.082595000000000016 0.15273500000000004 -0.15870999999999996 0.086470000000000005 -0.088884999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 5 -4 -7 -1 13 10 11 -10 -12 -9 -5
right_child=2 -3 4 14 -6 6 -8 8 9 -11 12 -13 -14 -15 -16
leaf_value=0.00044979908689934451 0.0057298182286087112 -0.0014736216571528164 0.0011538355602280252 0.0041517620891899278 0.0033924956462173641 -0.0099798988748988158 -0.00058625816101005054 0.014462617774399864 0.00083643076563513536 0.010321717120485487 0.010339378223889955 0.0087725025726011867 0.0058264857186147625 0.008973151627184173 0.00071056672765257756
leaf_weight=56 63 55 73 79 56 62 59 54 223 71 80 89 1800 56 99
leaf_count=56 63 55 73 79 56 62 59 54 223 71 80 89 1800 56 99
internal_value=0 0.00550536 -4.65223e-05 0.00565329 -0.00150935 -0.00293357 -0.00541438 0.00590209 0.00603 0.00575437 0.00560561 0.003106 0.00601948 0.0116843 0.00224793
internal_weight=0 2662 313 2607 250 194 121 2429 2373 2263 2192 312 1880 110 178
internal_count=2975 2662 313 2607 250 194 121 2429 2373 2263 2192 312 1880 110 178
is_linear=0
shrinkage=0.16829


Tree=9400
num_leaves=24
num_cat=0
split_feature=3 9 2 402 34 49 1 3 2 16 12 15 2 15 43 43 12 43 49 0 16 0 2
split_gain=0.168847 0.144148 0.11896 0.082482 0.070587 0.0646004 0.0821926 0.126618 0.142082 0.124595 0.116319 0.0801274 0.0948595 0.0645481 0.0630954 0.0924073 0.0627977 0.0506486 0.0495629 0.075875 0.0379261 0.0362118 0.0316861
threshold=0.31351000000000001 -1.0000000180025095e-35 0.081935000000000022 0.087945000000000009 -1.0000000180025095e-35 -0.16230499999999995 0.077375000000000013 0.085090000000000013 0.091105000000000005 -0.095724999999999991 0.089135000000000006 0.084685000000000024 0.085785000000000014 -0.060199999999999997 -0.08756499999999999 -0.081584999999999977 0.096990000000000007 -0.010629999999999999 0.10470500000000001 -0.080634999999999984 0.0015850000000000003 -0.11167499999999998 0.092385000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -4 11 8 -8 -9 -10 18 17 -11 -6 -16 -17 -13 22 -20 -14 -2 -7
right_child=21 2 5 -5 14 6 7 9 10 13 -12 12 20 -15 15 16 -18 -19 19 -21 -22 -23 -24
leaf_value=-0.0017629766783552904 0.0011252853390228445 0.01241790112745611 0.010131061920705548 0.012639441340862177 0.0098798636596435872 0.0074945096651789006 -0.0070418234265181645 0.0002576497313111529 -0.00032887449843183351 0.012934582361564088 0.0064114852242963486 -0.0044069858773735709 0.0052017775473690107 0.0055967750859422559 -0.001446419009435751 0.0071939552008931521 0.0023405860162958479 0.0023995831579091218 -0.00083972257488553284 0.0064097277143961504 0.00040042190862255077 -0.0050759827795025551 0.0052291352091933885
leaf_weight=88 54 52 57 69 94 449 56 73 195 62 115 56 382 78 54 296 103 69 70 97 54 52 299
leaf_count=88 54 52 57 69 94 449 56 73 195 62 115 56 382 78 54 296 103 69 70 97 54 52 299
internal_value=0 0.00492768 0.00514012 0.0071023 0.00646146 0.00451865 0.0043621 0.00265621 0.000752063 0.00591969 0.00216579 0.00503007 0.003439 0.00885921 0.00589193 0.00506045 0.00594558 -0.000635387 0.00600361 0.00336028 0.00461123 -0.0018999 0.00659137
internal_weight=0 2868 2780 668 599 2112 2055 579 366 213 310 1476 561 140 547 453 399 125 915 167 436 106 748
internal_count=2974 2868 2780 668 599 2112 2055 579 366 213 310 1476 561 140 547 453 399 125 915 167 436 106 748
is_linear=0
shrinkage=0.16829


Tree=9401
num_leaves=19
num_cat=0
split_feature=97 15 160 15 483 50 50 1447 51 13 1446 133 482 133 160 16 15 43
split_gain=0.0870286 0.0736395 0.133401 0.0943917 0.0714389 0.0638007 0.126767 0.0849796 0.118154 0.0776769 0.0445158 0.0509746 0.0497267 0.039115 0.0515737 0.0340963 0.0176739 0.0196938
threshold=-1.0000000180025095e-35 -0.26361999999999991 -0.06146999999999999 -0.14051999999999998 0.085850000000000024 0.082725000000000007 0.090795000000000015 -0.085124999999999992 0.10446500000000002 -0.088484999999999994 0.08660000000000001 0.086975000000000011 0.082295000000000021 0.089325000000000015 -0.0071899999999999993 -0.40885499999999991 -0.23031999999999997 -0.0050499999999999989
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 16 5 7 -7 -5 9 -9 11 12 -6 14 -8 -4 -3 -18
right_child=1 3 15 4 10 6 13 8 -10 -11 -12 -13 -14 -15 -16 -17 17 -19
leaf_value=-0.0018255829300781853 0.0059221116301284788 0.010508609242813272 -0.00015181244219839566 -0.0033409845762546698 0.014206297971956163 0.011863033484439851 0.0025406737950978389 0.00061702130430093855 0.010535999349942766 0.0037029813918949997 0.0025931879420853657 0.0042060338387683548 0.0069148420848884097 0.0014418993297287974 0.0073892231373421683 -0.0060712441863597887 0.0084721689352385762 0.0041945566760403534
leaf_weight=73 85 55 60 53 52 75 109 276 65 1464 53 59 57 103 149 52 82 52
leaf_count=73 85 55 60 53 52 75 109 276 65 1464 53 59 57 103 149 52 82 52
internal_value=0 0.00404102 0.000888187 0.00427006 0.00399604 0.00371595 0.00555404 0.00328365 0.00347917 0.00321452 0.00689529 0.0082418 0.0104098 0.00423833 0.00534777 -0.00291616 0.00790689 0.00682561
internal_weight=0 2901 197 2704 2515 2294 436 1858 1805 1740 221 168 109 361 258 112 189 134
internal_count=2974 2901 197 2704 2515 2294 436 1858 1805 1740 221 168 109 361 258 112 189 134
is_linear=0
shrinkage=0.16829


Tree=9402
num_leaves=27
num_cat=0
split_feature=12 12 16 14 150 0 16 52 12 16 47 39 16 12 0 16 51 151 16 52 16 16 16 52 12 16
split_gain=3.19128 0.737843 0.665963 0.583749 0.562558 0.502589 0.391778 0.27263 0.270694 0.25477 0.349753 0.244984 0.201679 0.191692 0.192752 0.119613 0.103243 0.129758 0.101348 0.0689896 0.0545963 0.054042 0.0291571 0.0245812 0.0234033 0.00774017
threshold=0.023990000000000004 0.13936000000000001 -0.27637999999999996 -0.31893999999999995 1.0000000180025095e-35 -0.076589999999999978 -0.16956499999999999 0.047345000000000005 0.098355000000000012 0.11160500000000002 0.078345000000000012 0.0047850000000000011 -0.0088649999999999996 0.096425000000000025 0.027395000000000006 -0.14037499999999997 -0.095799999999999982 -0.086824999999999986 -0.066844999999999988 -0.082894999999999983 0.0030150000000000008 -0.50069999999999992 -0.087834999999999983 0.096795000000000006 0.10312 0.41476000000000007
decision_type=2 2 2 2 2 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 9 -6 8 21 23 10 11 12 -5 14 15 -8 -17 -18 22 25 -21 -1 -15 -2 -24 -20
right_child=1 -3 3 4 5 -7 13 -9 -10 -11 -12 -13 -14 18 -16 16 17 -19 19 20 -22 -23 24 -25 -26 -27
leaf_value=0.00034907362889868989 0.00069310786616970073 0.00046416251012563315 0.0003195003520752617 0.00080599330697022048 0.00062785879524010566 0.00023026811720943503 0.00097361478766669796 0.00054985999800225764 0.00045747626781094487 0.00085423669867829509 0.00083863621421087779 0.00038629505570989659 0.00052144239857753643 0.00075395000132551617 0.0010102027872482464 0.00070969729566490881 0.00071350456794943412 0.00083277049878208924 0.00073542066472750435 0.00072369774275195015 0.00060257775525594782 0.00021510092684275906 0.00090810319791235496 0.00079075997876494229 0.00079907222308370815 0.00080139619600843562
leaf_weight=98 88 77 72 53 85 59 55 73 56 99 77 55 58 60 62 102 114 1112 56 98 79 52 52 54 54 74
leaf_count=98 88 77 72 53 85 59 55 73 56 99 77 55 58 60 62 102 114 1112 56 98 79 52 52 54 54 74
internal_value=0 0.00078256 0.000536743 0.000597771 0.000638924 0.000465202 0.00079413 0.000383878 0.000653453 0.000711967 0.000653861 0.00056794 0.000657626 0.000808634 0.000827745 0.00081954 0.000813132 0.000821709 0.000750175 0.000713741 0.000669838 0.000302865 0.000817342 0.000730491 0.000852891 0.000773247
internal_weight=0 2193 781 558 486 144 2116 223 198 342 243 166 111 1918 1445 1383 1328 1226 473 307 177 150 166 142 106 130
internal_count=2974 2193 781 558 486 144 2116 223 198 342 243 166 111 1918 1445 1383 1328 1226 473 307 177 150 166 142 106 130
is_linear=0
shrinkage=0.0032998


Tree=9403
num_leaves=17
num_cat=0
split_feature=4 159 3 16 15 394 483 14 10 14 16 15 16 4 4 160
split_gain=0.126293 0.0764 0.102469 0.0688873 0.146791 0.0597603 0.0512769 0.066222 0.0551214 0.0587556 0.0601744 0.141934 0.0917431 0.0546508 0.0281683 0.0158207
threshold=0.27258000000000004 0.107895 0.12955000000000003 -0.44388499999999992 -0.19153499999999998 0.084725000000000009 0.085850000000000024 -1.0000000180025095e-35 -1.0000000180025095e-35 0.073890000000000011 0.13995000000000002 1.0000000180025095e-35 -0.012324999999999997 0.012315000000000001 -0.010909999999999998 -0.08206999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 7 -1 -9 10 12 -12 -10 14 15 -8
right_child=1 -3 -4 -5 -6 -7 13 8 9 -11 11 -13 -14 -15 -16 -17
leaf_value=0.0096592288473672464 0.0098867889831680215 0.0065261216278153069 -0.0063867411080074698 -0.0027564275228336055 -0.0007302083006842275 0.0097404161107048116 0.0042262766688655508 -0.0001124544051427041 0.0039578432615287144 0.0081569502669068521 0.0042832907178037396 0.013556658653316518 0.0011006561930732002 0.010687927882889522 0.0018664345339411898 0.0082166003443025389
leaf_weight=54 60 55 62 78 95 54 55 103 1238 87 361 54 431 63 60 64
leaf_count=54 60 55 62 78 95 54 55 103 1238 87 361 54 431 63 60 64
internal_value=0 0.000766291 -0.000301486 0.00131006 0.00336801 0.00417606 0.00405844 0.00381417 0.00367457 0.00385507 0.00367462 0.00549428 0.00322108 0.00640092 0.00488205 0.00638743
internal_weight=0 350 295 233 155 2624 2570 2328 2274 2171 2084 415 1669 242 179 119
internal_count=2974 350 295 233 155 2624 2570 2328 2274 2171 2084 415 1669 242 179 119
is_linear=0
shrinkage=0.16829


Tree=9404
num_leaves=22
num_cat=0
split_feature=1 1 12 47 14 147 49 13 13 151 49 1456 42 39 42 150 1 12 12 1 1
split_gain=5.54707 1.12522 0.640516 0.285513 0.265562 0.20291 0.220716 0.19226 0.189842 0.124108 0.174239 0.125681 0.114789 0.106758 0.102219 0.166364 0.0980478 0.0846853 0.0536091 0.0510685 0.0377906
threshold=0.10123500000000001 0.12448500000000001 0.085075000000000026 0.11230000000000001 0.064610000000000015 0.089245000000000005 0.10570500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.084059999999999982 -0.0096099999999999988 -0.10539999999999998 0.09087000000000002 0.084950000000000012 0.085195000000000007 0.083205000000000015 0.092845000000000025 0.097510000000000013 0.090685000000000016 0.13809000000000002 0.10932500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 7 5 6 9 19 13 10 -1 -11 17 -2 16 -16 -13 -4 -8 -3 -10
right_child=1 3 12 -5 -6 -7 18 -9 20 11 -12 14 -14 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=0.00062906383133968613 0.00026625073162687545 0.0001349316177316701 0.00085425395217997974 0.00053470331224479348 0.00098237272458920311 0.00059237860151722835 0.00075485256845494054 0.00039472443479915149 0.00063093337894697642 0.00095616750492582908 0.0008611737911628746 0.00084792066690056738 0.00060762832317507863 0.00045549045476762993 0.00077076407933915543 0.00096584301615857987 0.00071059053691154028 0.00068403605591377075 0.00063536679995282246 0.00025739959644171655 0.00050384871896479177
leaf_weight=91 52 77 70 53 91 52 83 82 58 76 60 898 74 92 659 53 64 65 95 75 54
leaf_count=91 52 77 70 53 91 52 83 82 58 76 60 898 74 92 659 53 64 65 95 75 54
internal_value=0 0.000478099 0.000578469 0.000315356 0.000806113 0.000798569 0.00080371 0.000265524 0.000467413 0.000814218 0.000721526 0.000822196 0.000714331 0.000387399 0.000816093 0.000785335 0.000838821 0.000772558 0.00069128 0.000195592 0.000569975
internal_weight=0 752 465 287 2222 2131 2079 234 256 1901 151 1750 209 144 1674 712 962 135 178 152 112
internal_count=2974 752 465 287 2222 2131 2079 234 256 1901 151 1750 209 144 1674 712 962 135 178 152 112
is_linear=0
shrinkage=0.0032998


Tree=9405
num_leaves=20
num_cat=0
split_feature=13 3 402 160 159 3 0 3 39 474 16 15 130 3 159 43 402 13 403
split_gain=0.102959 0.144334 0.115617 0.109154 0.101676 0.122925 0.127884 0.117009 0.0913361 0.0995272 0.115696 0.0803501 0.0774896 0.0909818 0.0735419 0.0624198 0.0652451 0.0575919 0.0361944
threshold=-0.078199999999999978 0.11878500000000002 -0.020594999999999999 -0.44494499999999998 0.11346000000000002 -0.14884499999999998 -0.099704999999999974 -0.078254999999999977 0.10096000000000001 0.085295000000000024 0.066010000000000013 -0.40992999999999996 -0.015164999999999998 -0.010724999999999998 0.084135000000000001 0.066010000000000013 0.0064150000000000014 -0.40944499999999995 -0.081224999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 5 -4 7 -7 9 11 -11 -5 18 -14 15 16 -8 -9 -13
right_child=1 -3 4 8 -6 6 14 17 -10 10 -12 12 13 -15 -16 -17 -18 -19 -20
leaf_value=0.012235294530730238 0.010140208382257302 -0.0048460786071984627 0.012385104097475176 -0.0030097990963288876 -0.0025374557739578532 -0.0065154191093184837 0.0034244761185400737 -0.00050481264594451033 -0.0023359404704413303 -0.0066060790581479768 0.0036276454971259082 0.0039682363663009817 0.002544243280369196 0.0066354166845253989 0.01031874618818545 0.0098007804861389818 0.0079376791475618737 0.0062531236275444576 0.009257401240225633
leaf_weight=54 57 71 55 54 59 52 568 72 98 64 61 63 1061 181 71 61 109 70 93
leaf_count=54 57 71 55 54 59 52 568 72 98 64 61 63 1061 181 71 61 109 70 93
internal_value=0 0.00258134 0.00461223 0.00288685 0.0042421 0.00462186 0.00419437 0.000304006 0.00263894 0.00294924 -0.00159765 0.00334191 0.00358854 0.00314191 0.00512507 0.00462297 0.00415378 0.00281391 0.00713291
internal_weight=0 1803 1171 1732 1117 1058 1003 194 1675 1577 125 1452 1398 1242 809 738 677 142 156
internal_count=2974 1803 1171 1732 1117 1058 1003 194 1675 1577 125 1452 1398 1242 809 738 677 142 156
is_linear=0
shrinkage=0.16829


Tree=9406
num_leaves=40
num_cat=0
split_feature=1 2 2 47 4 1 39 48 49 52 0 0 39 2 4 4 16 52 0 16 2 0 0 4 484 1 402 2 42 133 52 1 2 4 16 1 0 0 1
split_gain=4.77332 0.77967 0.65792 0.490316 0.650484 0.335332 0.333139 0.278658 0.287614 0.211757 0.205369 0.187912 0.181144 0.183293 0.172226 0.160468 0.154851 0.131055 0.099328 0.0915017 0.0831015 0.0806243 0.0748409 0.0728596 0.0917622 0.0704332 0.0670459 0.0720981 0.0539291 0.0528172 0.0517936 0.0376314 0.0357385 0.0271215 0.025566 0.0325964 0.0214134 0.0343345 0.010447
threshold=0.10075500000000003 0.11504500000000002 0.094905000000000017 0.078345000000000012 -0.14595999999999995 0.086215000000000014 0.098380000000000009 0.082425000000000012 -0.021474999999999998 0.057445000000000003 -0.082914999999999975 -0.072529999999999983 0.055555000000000007 0.10745500000000001 -0.0044799999999999987 0.48395000000000005 -0.105305 0.11916 -0.081484999999999988 0.10923000000000001 1.0000000180025095e-35 -0.10114999999999998 -0.047019999999999999 -0.079814999999999983 0.064395000000000022 0.092755000000000018 0.042235000000000002 0.085785000000000014 0.083595000000000017 0.088525000000000006 -0.11263999999999999 0.11883500000000001 0.087100000000000025 0.058025000000000007 -0.080789999999999987 0.090355000000000005 -0.08155999999999998 -0.078809999999999977 0.094655000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 -2 10 9 8 -6 15 17 20 13 14 29 31 -16 21 -10 -5 25 32 33 28 -25 34 27 -12 -23 30 -4 -3 -1 -15 -7 -36 -29 -38 -27
right_child=1 6 12 19 7 11 -8 -9 18 -11 26 -13 -14 22 16 -17 -18 -19 -20 -21 -22 23 -24 24 -26 38 -28 36 -30 -31 -32 -33 -34 -35 35 -37 37 -39 -40
leaf_value=0.00085688102933470837 0.00071547855008589889 0.00026193720157738619 0.00072330210810283115 0.00075557886152824753 0.00062147891956071085 0.00070476054695766039 6.1810531919669274e-05 0.00015955703460258079 0.00021634604176742428 0.00050599085302179361 0.0008538442448191724 0.00051062973077628895 0.00045757876391409619 0.00064487879621300415 0.00071621592382918153 0.0004195021206573754 0.00047587714814066264 0.00068982252863747926 0.00040875626640698352 0.00058265809342890708 0.00058017453112488748 0.00080587319233066423 0.00046077560161858781 0.00074843596482225918 0.00087169472358272304 0.00061717007899942669 0.00063525049714243244 0.00065941581883521708 0.00090568219648456125 0.00067910232054358051 0.0008675449429632532 0.00013654128502520071 0.00097800897411934708 0.00055142094157626721 0.00074899322221577257 0.00085971270717198958 0.00079675307651117097 0.00069989478710879172 0.000691628947651045
leaf_weight=76 67 56 52 66 52 67 60 64 52 61 57 64 63 98 63 57 57 86 70 74 52 130 52 265 94 52 83 60 130 57 70 52 52 64 91 53 75 115 65
leaf_count=76 67 56 52 66 52 67 60 64 52 61 57 64 63 98 63 57 57 86 70 74 52 130 52 265 94 52 83 60 130 57 70 52 52 64 91 53 75 115 65
internal_value=0 0.000415808 0.000722982 0.000502303 0.000427769 0.000756305 0.000281102 0.000346627 0.000415232 0.000339165 0.000784688 0.000678044 0.000626483 0.000647157 0.000700456 0.000277277 0.000602349 0.000814277 0.000327034 0.00066443 0.000706148 0.000828558 0.000572523 0.000812412 0.000780808 0.000726011 0.000721398 0.000744574 0.000855913 0.000766029 0.000806353 0.000201888 0.000906365 0.000608175 0.000763093 0.000789989 0.000719519 0.000738314 0.000658837
internal_weight=0 731 2243 445 305 1667 286 238 174 226 1223 444 576 513 299 165 120 833 122 140 380 747 214 619 359 328 390 307 260 179 122 108 128 162 211 144 250 190 117
internal_count=2974 731 2243 445 305 1667 286 238 174 226 1223 444 576 513 299 165 120 833 122 140 380 747 214 619 359 328 390 307 260 179 122 108 128 162 211 144 250 190 117
is_linear=0
shrinkage=0.0032998


Tree=9407
num_leaves=32
num_cat=0
split_feature=1 12 2 0 11 156 14 12 43 16 15 2 12 2 16 12 43 15 131 1 1447 42 13 15 16 12 15 15 15 50 12
split_gain=5.97546 1.47299 1.17893 0.495772 0.289571 0.278353 0.252456 0.202182 0.182351 0.239427 0.234898 0.199889 0.178713 0.159615 0.190228 0.143586 0.122991 0.265593 0.0882311 0.0776372 0.104686 0.105393 0.0748882 0.0737073 0.0706547 0.0610227 0.0589342 0.0477113 0.0435336 0.0404411 0.0233511
threshold=0.098395000000000024 0.086085000000000009 0.11504500000000002 -0.072924999999999976 0.08326500000000002 0.10510000000000001 0.064610000000000015 0.056995000000000011 -0.036849999999999994 0.11015500000000002 0.089625000000000024 0.10859000000000001 -0.0066799999999999993 0.12026500000000001 -0.071444999999999995 0.091290000000000024 -1.0000000180025095e-35 -0.092489999999999989 0.081725000000000006 0.074220000000000022 -0.085804999999999979 -0.095759999999999984 -0.087894999999999987 -0.033234999999999994 0.18879500000000002 0.088930000000000023 -0.046109999999999991 -0.067614999999999995 0.091195000000000012 0.088495000000000004 0.10383500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 4 6 26 13 7 12 9 10 -5 24 -1 16 22 19 17 -2 23 20 -9 -22 -15 30 -10 29 -3 -18 -25 -21 -17
right_child=1 2 -4 8 -6 -7 -8 15 11 -11 -12 -13 -14 14 -16 18 27 -19 -20 25 21 -23 -24 28 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.00079747894721117593 0.00014211449188948172 0.00072047995359345105 0.0002303931130524351 0.00035548443270036608 0.00092957312821939045 0.00056664410798763906 0.00099515962170582985 0.00072580714312164688 0.00092100880919783912 0.00074407838525309084 0.00064462680269231109 0.00062442168531711209 0.00059258068736731118 0.00021256332107823982 6.5319951223738085e-05 0.00064407618221179713 0.00049730707585282641 0.00043492655389370562 0.00086399185593854187 0.00068760822077876726 0.00073257473968154892 0.00087597441074542298 0.00038397854700418711 0.00084453788576697303 0.00075478440691525961 0.00085827415467401255 0.00058422311901089622 0.00036576942832139647 0.00074293336833767285 0.00080989289064789711 0.00074029932937402451
leaf_weight=102 66 100 61 52 68 53 81 68 66 102 77 73 89 52 52 85 69 70 86 82 64 719 63 83 55 76 59 59 134 55 53
leaf_count=102 66 100 61 52 68 53 81 68 66 102 77 73 89 52 52 85 69 70 86 82 64 719 63 83 55 76 59 59 134 55 53
internal_value=0 0.000451504 0.000638499 0.000789018 0.000748011 0.000340162 0.00081334 0.000804636 0.000687238 0.000623757 0.000528346 0.000762644 0.000702187 0.00031223 0.000231803 0.000817614 0.000362972 0.000293086 0.000766613 0.00083872 0.000853273 0.000864298 0.000306775 0.000742923 0.000845743 0.00078041 0.000670141 0.000436952 0.000781958 0.000736958 0.000681287
internal_weight=0 772 288 2202 227 484 1777 1696 425 231 129 194 191 431 167 1505 264 136 441 1064 851 783 115 355 121 213 159 128 217 137 138
internal_count=2974 772 288 2202 227 484 1777 1696 425 231 129 194 191 431 167 1505 264 136 441 1064 851 783 115 355 121 213 159 128 217 137 138
is_linear=0
shrinkage=0.0032998


Tree=9408
num_leaves=25
num_cat=0
split_feature=2 39 151 14 13 2 1456 12 0 12 12 2 2 15 13 48 484 484 43 43 13 52 1213 0
split_gain=0.176409 0.141032 0.116842 0.0951371 0.134721 0.0922894 0.0901196 0.0851271 0.083268 0.0885056 0.149363 0.0835967 0.0803188 0.0800887 0.0703678 0.0648742 0.0746119 0.0747719 0.0601366 0.0818256 0.0885051 0.0739112 0.0339893 0.0273003
threshold=0.10060500000000001 0.10050500000000002 -0.084084999999999979 0.073890000000000011 -0.10939499999999998 0.083885000000000015 -0.063379999999999978 -0.093719999999999984 -0.072924999999999976 -0.032329999999999991 0.096510000000000012 0.081315000000000012 0.085665000000000005 0.085465000000000013 -0.083999999999999977 0.093225000000000016 0.09129000000000001 0.067220000000000016 0.13751500000000003 0.0015200000000000003 -0.15941999999999998 0.029970000000000007 -0.077324999999999991 -0.087284999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 -6 -4 11 -10 -11 14 13 22 -8 16 17 -14 19 20 -9 -22 -7 -24
right_child=1 -3 7 -5 5 12 8 18 9 10 -12 -13 15 -15 -16 -17 -18 -19 -20 -21 21 -23 23 -25
leaf_value=0.01055495516704222 -0.0036781768993164521 -0.0047268893177716698 0.0097485945886563539 0.010117216522718419 -0.0032497742190990306 0.0024087485679852279 0.0014261006592487184 -0.0031985522997032638 0.0055430379651340376 -0.0080893101890329774 0.0028273461726163332 -0.0011887874072600477 0.0045435044885119256 0.013119499404118024 0.0065093440186248797 -0.00040974457836905683 -0.000956909541535091 0.009684666805411149 0.0078507687633872746 -0.0039910200762869824 0.0020782627276522605 0.0067705875297132366 0.0047833614518639584 0.0095326501477077663
leaf_weight=96 78 86 52 86 67 55 103 61 65 63 81 65 722 59 319 76 61 91 57 56 289 143 65 78
leaf_count=96 78 86 52 86 67 55 103 61 65 63 81 65 722 59 319 76 61 91 57 56 289 143 65 78
internal_value=0 0.00171462 0.00246974 0.00461681 0.00438698 0.0040855 0.00263178 0.00320125 0.00320055 0.000381273 -0.00193621 0.00440677 0.00500297 0.00765131 0.0052729 0.00428464 0.0046949 0.00512117 0.00263646 0.00209182 0.00278641 0.00363567 0.00601283 0.00738645
internal_weight=0 822 736 2152 2066 1970 763 658 696 209 144 487 1207 257 422 950 874 813 606 549 493 432 198 143
internal_count=2974 822 736 2152 2066 1970 763 658 696 209 144 487 1207 257 422 950 874 813 606 549 493 432 198 143
is_linear=0
shrinkage=0.16829


Tree=9409
num_leaves=30
num_cat=0
split_feature=1 12 2 2 47 12 1 1446 12 131 2 16 16 123 130 2 131 1 13 16 2 16 13 2 131 52 50 52 133
split_gain=4.96678 1.23217 0.999743 0.704833 0.288171 0.207924 0.289389 0.223225 0.187366 0.216392 0.15311 0.156912 0.149512 0.199888 0.106982 0.110266 0.128266 0.10956 0.103302 0.102888 0.0769639 0.0628793 0.065768 0.0531862 0.05293 0.0613467 0.135101 0.0298656 0.0114051
threshold=0.098395000000000024 0.086085000000000009 0.11504500000000002 0.10745500000000001 0.09717000000000002 0.091290000000000024 0.092845000000000025 0.095140000000000016 0.10125500000000003 0.090175000000000019 0.14019000000000004 0.041025000000000006 -0.011349999999999997 0.085705000000000017 0.088805000000000009 0.083885000000000015 0.064640000000000017 1.0000000180025095e-35 -0.016319999999999998 0.14976500000000001 0.10745500000000001 0.19384500000000002 -0.0059899999999999997 0.090695000000000012 0.085925000000000015 0.029970000000000007 0.089430000000000023 -0.025999999999999995 0.11667000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 8 5 10 6 7 14 9 -3 11 12 13 20 15 17 -17 -1 27 -20 -2 22 24 -24 25 26 -7 -5 -27
right_child=1 2 -4 18 -6 21 -8 -9 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 23 -25 -26 28 -28 -29 -30
leaf_value=0.00065208499687202496 0.00031597310834179673 0.00092743356391236653 0.0002406876317378735 0.00058054910789524165 0.00053237084253112256 0.00053641002812507971 0.00057744843971251818 0.0010210002177917579 0.00060315381764505815 0.00065788369629987014 0.0001825214068414547 0.00047251851334006328 0.00014233628653297127 0.00017282046785043378 0.00067405364061801456 0.00081478699365343445 0.00098570911576296148 0.00079078435753836968 0.00040097294559098543 0.00061082571269450829 0.00047491587288589666 0.00061752651036263873 0.00083830377676573917 0.0007179739340590558 0.00079391708904040102 0.00077863947900588923 0.0007368099549294626 0.0006869899907729403 0.00070090222019182874
leaf_weight=90 59 69 61 54 75 75 64 52 94 64 84 77 52 55 75 824 53 231 53 52 82 62 100 78 63 61 76 83 56
leaf_count=90 59 69 61 54 75 75 64 52 94 64 84 77 52 55 75 824 53 231 53 52 82 62 100 78 63 61 76 83 56
internal_value=0 0.000445549 0.000616603 0.000753278 0.000343692 0.000774078 0.000796112 0.000806648 0.000717464 0.00079799 0.000309007 0.000341591 0.000300798 0.000342659 0.000797864 0.000805586 0.000825157 0.000752006 0.000584669 0.000505236 0.000408658 0.000720417 0.000732881 0.000785773 0.000704331 0.00068314 0.000637507 0.000645292 0.000741733
internal_weight=0 772 288 2202 484 1960 1389 1325 227 133 409 325 248 196 1273 1198 877 321 242 105 141 571 509 178 331 268 151 137 117
internal_count=2974 772 288 2202 484 1960 1389 1325 227 133 409 325 248 196 1273 1198 877 321 242 105 141 571 509 178 331 268 151 137 117
is_linear=0
shrinkage=0.0032998


Tree=9410
num_leaves=21
num_cat=0
split_feature=3 3 157 1186 2 13 43 15 0 49 49 133 43 43 15 15 12 43 15 3
split_gain=0.319839 0.136044 0.142773 0.10905 0.11463 0.0969575 0.0788963 0.0760107 0.0908521 0.0746766 0.0753775 0.069053 0.118256 0.0680643 0.0567302 0.047964 0.0412839 0.0369512 0.020946 0.0137454
threshold=0.3148450000000001 -0.06533499999999999 -0.08107499999999998 0.08426500000000002 -0.080104999999999996 -0.089024999999999979 -0.49922499999999997 0.084920000000000009 -0.096849999999999978 -0.054319999999999993 -0.010424999999999999 -0.09676499999999999 -0.0090499999999999973 -0.10761 -0.46645999999999993 -0.23808999999999997 0.086260000000000017 -0.081694999999999976 0.084920000000000009 0.094635000000000011
decision_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 11 -7 8 -8 17 -11 18 -13 -12 -15 -16 -9 -4 -6 -19
right_child=-2 2 9 -5 5 6 7 16 -10 10 13 12 -14 14 15 -17 -18 19 -20 -21
leaf_value=0.012959195156797734 -0.0053232153072263989 -0.005771823267265757 0.0027070491845638078 -0.0019864466283279181 0.0076648868877861997 0.011800179464956161 0 0.0072370607001805282 0.0066674572857918068 -0.0035995601239552141 0.0083387125419038463 0.0039026896864174103 -0.0050159785979120696 0.0073816972897375373 -0.0027550870984305435 0.002229781710157564 0.0032579457198014146 0.010077300263058331 0.0031035666272868985 0.0060846269720086377
leaf_weight=53 102 56 56 61 56 55 62 87 889 58 56 96 75 52 64 365 529 53 62 52
leaf_count=53 102 56 56 61 56 55 62 87 889 58 56 96 75 52 64 365 529 53 62 52
internal_value=0 0.00426096 0.00241632 0.00499975 0.00521765 0.00500201 0.00550871 0.00528674 0.00623307 0.00302522 0.00215057 0.00215194 0 0.00277497 0.00212348 0.00148193 0.00382285 0.00624649 0.00528349 0.00811709
internal_weight=0 2837 812 2025 1964 1911 1622 1567 951 756 595 289 171 537 481 429 616 161 118 105
internal_count=2939 2837 812 2025 1964 1911 1622 1567 951 756 595 289 171 537 481 429 616 161 118 105
is_linear=0
shrinkage=0.16829


Tree=9411
num_leaves=20
num_cat=0
split_feature=3 3 0 16 52 12 52 51 150 4 13 4 16 51 0 12 1454 1212 16
split_gain=0.224459 0.0921792 0.118119 0.168421 0.246186 0.125836 0.088081 0.0693532 0.0692432 0.0622201 0.116139 0.102974 0.229025 0.0885057 0.0511296 0.0492305 0.0599026 0.037758 0.030598
threshold=0.30863500000000005 -0.080349999999999991 -0.13619499999999998 -0.116045 0.0030150000000000008 0.081685000000000021 0.26536500000000002 0.14829000000000001 0.11656000000000001 -0.15615999999999999 -0.0097099999999999981 -0.019465 -0.0042299999999999994 -0.089214999999999989 -0.11262999999999999 0.083785000000000012 0.072345000000000007 0.097935000000000008 -0.096659999999999982
decision_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 -5 15 8 9 13 14 -12 -13 -3 -11 -7 -17 -16 -2
right_child=18 7 3 5 -6 6 -8 -9 -10 10 11 12 -14 -15 17 16 -18 -19 -20
leaf_value=-0.0011333553694989522 -0.006202152968717632 0.0015187100596265224 0.017627147577971274 -0.0037607184491383143 0.0039880881571298394 0.0085358701401623497 0.011396526743178549 -0.003446487452233912 0.0087199005026827175 0.0071530682186745787 -0.005897135981335011 -0.0018678381694559121 0.0080232817918260493 0.010625368371518513 0.0024657786648491151 0.0042877100790358752 -0.001442952940091672 0.0071826159102937152 -0.0009370694581524679
leaf_weight=98 65 60 69 53 83 73 52 52 54 91 73 219 95 62 575 996 54 53 62
leaf_count=98 65 60 69 53 83 73 52 52 54 91 73 219 95 62 575 996 54 53 62
internal_value=0 0.00358034 0.00449734 0.00489851 0.0101913 0.00424191 0.0046044 0.002563 0.00280815 0.00254673 0.00214638 -0.000199834 0.00111898 0.00616141 0.00341172 0.0042883 0.00399128 0.00286672 -0.00364594
internal_weight=0 2812 1478 1380 152 1228 1175 1334 1282 1228 1106 387 314 122 719 1123 1050 628 127
internal_count=2939 2812 1478 1380 152 1228 1175 1334 1282 1228 1106 387 314 122 719 1123 1050 628 127
is_linear=0
shrinkage=0.16829


Tree=9412
num_leaves=20
num_cat=0
split_feature=3 4 3 1 16 1 12 51 49 124 1453 4 42 160 4 49 1 47 4
split_gain=0.1591 0.0828395 0.0688038 0.120687 0.131389 0.0873148 0.211629 0.0731212 0.107543 0.0778302 0.0590989 0.0585588 0.0567822 0.0735543 0.0645877 0.0501941 0.0460788 0.0455691 0.0278779
threshold=0.35004500000000011 -0.51843499999999987 -0.06533499999999999 0.11039500000000001 0.024125000000000004 0.090130000000000016 0.088435000000000014 0.12162000000000002 -0.070754999999999985 -1.0000000180025095e-35 -0.078199999999999978 0.51152500000000012 0.083595000000000017 -0.13024499999999997 -0.10429499999999998 -0.010424999999999999 0.093205000000000024 0.092645000000000019 -0.050244999999999991
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 10 -7 8 9 -4 -3 15 14 -14 -12 -10 -17 18 -8
right_child=-2 2 7 4 -6 6 17 -9 11 -11 12 -13 13 -15 -16 16 -18 -19 -20
leaf_value=0.0095335004986154097 -0.0045822950709834519 -0.0017054043526452483 0.0016157609050255714 0.013262026813815751 0.0032106420646651089 -0.0092648091833341488 0.0022721711843711133 -0.0034082268129147736 -0.0036081266371803013 0.010042465317668418 -0.0030472704831739591 0.0052269694856878733 0.0084063963269670281 0.0039643502303631731 0.0030545413658061489 0.0026257819202325189 -0.00085535138208833945 -0.0021334068742931344 0.0066089377992037445
leaf_weight=53 82 59 55 70 79 53 169 78 76 73 53 82 127 657 629 242 193 52 57
leaf_count=53 82 59 55 70 79 53 169 78 76 73 53 82 127 657 629 242 193 52 57
internal_value=0 0.00292805 0.00280255 0.00332952 0.00794483 0.00295803 0.000474132 0.00147794 0.00200903 0.00643565 0.00349598 0.00105051 0.00370654 0.00468621 0.00257772 0.000376802 0.00107715 0.0023373 0.00337391
internal_weight=0 2857 2804 2005 149 1856 331 799 721 128 1525 593 1466 784 682 511 435 278 226
internal_count=2939 2857 2804 2005 149 1856 331 799 721 128 1525 593 1466 784 682 511 435 278 226
is_linear=0
shrinkage=0.16829


Tree=9413
num_leaves=31
num_cat=0
split_feature=1 3 10 15 3 30 52 4 1446 4 1 15 1 1 4 15 3 52 160 3 158 3 1 1 1 15 3 43 15 52
split_gain=6.5666 1.77621 1.1506 0.49695 0.40943 0.354165 0.277966 0.237124 0.195902 0.231742 0.213813 0.347043 0.176617 0.170616 0.162274 0.153398 0.219621 0.151818 0.279092 0.149361 0.146657 0.108941 0.104683 0.0857667 0.0729727 0.060701 0.05954 0.0468889 0.0453129 0.0400582
threshold=0.10075500000000003 -0.049204999999999992 -0.089679999999999982 -0.077474999999999988 -0.080349999999999991 0.086055000000000006 0.060690000000000008 0.043640000000000005 0.088645000000000015 -0.16523499999999997 0.083250000000000005 0.088060000000000013 0.11925000000000001 0.117245 -0.49911499999999992 -0.093399999999999997 0.086845000000000019 0.11916 -0.092954999999999996 -0.13117499999999996 0.078875000000000015 -0.091894999999999991 0.11584000000000001 0.10638500000000002 0.079805000000000015 0.11357500000000002 -0.15624499999999999 -0.0101 -0.19631499999999999 -0.092854999999999979
decision_type=2 2 2 2 2 2 2 2 2 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 22 8 6 12 14 9 -1 17 21 23 26 -6 24 25 18 -11 -20 27 -12 -2 -4 -16 29 -5 -9 -14 -17
right_child=1 2 5 13 7 -7 -8 20 -10 10 11 -13 28 -15 15 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00064042319900439292 0.00037069684791725979 -0.00010448028433903057 0.00034218890282764484 0.00091145320314333332 0.0009593977077891016 0.00014968661349678097 0.00060537188298359775 0.00052950870339341484 0.0010421582201479052 0.0011171794325902998 0.00052841038355258346 0.00090906630156795327 0.00021547389577645601 0.00061263458820812926 0.00095006574097186095 0.00069387463357818647 0.00054252093655483391 0.00072090702403978797 0.0010310362736195395 0.00085255790126796162 0.00080080154663459075 0.00072176008452577603 0.00058114824826846468 0.00050685327970639838 0.00078295191327387324 0.00068770930480418883 0.0007566335803496552 0.00065302434869843643 0.00034878893313635887 0.00079776023929599188
leaf_weight=65 54 60 55 59 52 60 74 70 53 52 52 97 62 58 65 53 56 73 57 749 52 90 52 101 58 99 59 75 54 323
leaf_count=65 54 60 55 59 52 60 74 70 53 52 52 97 62 58 65 53 56 73 57 749 52 90 52 101 58 99 59 75 54 323
internal_value=0 0.000446819 0.000321582 0.000653646 0.00080503 0.000384634 0.000425275 0.000750799 0.000843023 0.000834448 0.000845197 0.000756007 0.000376148 0.000761479 0.000779294 0.00076492 0.000740154 0.000868056 0.000880535 0.000865224 0.0006485 0.000651204 0.00047427 0.000449024 0.000871551 0.00076338 0.000834342 0.000593639 0.000277838 0.00078321
internal_weight=0 748 466 282 2191 406 346 903 1288 1235 1170 239 272 176 706 654 531 931 858 806 197 142 106 156 123 475 118 145 116 376
internal_count=2939 748 466 282 2191 406 346 903 1288 1235 1170 239 272 176 706 654 531 931 858 806 197 142 106 156 123 475 118 145 116 376
is_linear=0
shrinkage=0.0032998


Tree=9414
num_leaves=32
num_cat=0
split_feature=4 1 12 1 0 47 4 1 43 52 16 49 0 4 13 1 1 1 12 13 15 47 13 0 16 16 4 4 47 43 52
split_gain=4.82469 1.31321 0.957764 0.400288 0.371209 0.247141 0.209572 0.174509 0.169604 0.156424 0.20552 0.202607 0.169799 0.132239 0.12935 0.122499 0.122461 0.117521 0.113801 0.113085 0.0953118 0.0924308 0.131744 0.0936283 0.0781284 0.0679088 0.0614019 0.0611291 0.0574305 0.0557144 0.0530313
threshold=0.31392000000000003 0.10123500000000001 0.085075000000000026 0.14684500000000003 0.12429000000000001 0.096770000000000009 -0.082689999999999986 0.117245 -1.0000000180025095e-35 -1.0000000180025095e-35 0.014185000000000001 0.0065400000000000015 -0.12368999999999998 -0.0048949999999999992 -0.08811999999999999 0.086215000000000014 0.107725 0.12313000000000002 0.083815000000000014 -0.046389999999999994 -0.0039399999999999991 0.07906500000000001 -0.0015099999999999998 -0.08397499999999998 -0.008069999999999999 -0.0092499999999999978 0.5124550000000001 0.04105000000000001 0.093315000000000023 -0.081454999999999986 0.083750000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 8 6 14 15 16 26 10 11 12 -8 -13 -3 18 -4 -10 -1 29 -16 22 27 -24 -17 30 -2 -11 -23 -12 -20
right_child=3 2 7 -5 -6 -7 9 -9 17 21 19 13 -14 -15 20 24 -18 -19 25 -21 -22 28 23 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.00095797926177821962 0.00015512843723084578 0.00021233857318891938 0.00069238284642990388 3.4928143688910415e-05 0.00049997151284393061 0.00060476698261045737 0.00062545483577041924 0.0005856766712795835 0.00048177957420196608 0.00073456769950104573 0.00081077128247300967 0.00082627172234205689 0.0008182915255946293 0.0010551737909299612 0.00032779066582853527 0.00081882470914139936 0.00089881332166272731 0.00028795691745532099 0.00069448145821776207 0.00058638325083829111 0.00051518458300071456 0.00088745252169647308 0.0004942925202977706 0.00067052380898543888 0.00064309188643259805 0.00092765658811483635 0.00031596867365492944 0.00065514075659566385 0.00072698543275027125 0.00068109394561155945 0.00081830667159879121
leaf_weight=82 52 55 70 58 64 53 65 74 95 583 81 57 241 58 73 53 61 55 53 71 52 52 52 100 65 52 54 141 54 76 187
leaf_count=82 52 55 70 58 64 53 65 74 95 583 81 57 241 58 73 53 61 55 53 71 52 52 52 100 65 52 54 141 54 76 187
internal_value=0 0.000716129 0.000550903 0.000283129 0.000749203 0.000405817 0.0007567 0.000715634 0.000339224 0.000738467 0.000778799 0.000822485 0.000777445 0.000942024 0.000347041 0.000817069 0.000788776 0.000410946 0.000846869 0.000697979 0.000406028 0.000711776 0.00070033 0.000610466 0.000722321 0.000815546 0.000237398 0.000719148 0.000806038 0.000748222 0.000791109
internal_weight=0 2625 438 314 2187 233 2123 205 256 1631 649 421 306 115 180 492 131 150 374 228 125 982 876 152 118 292 106 724 106 157 240
internal_count=2939 2625 438 314 2187 233 2123 205 256 1631 649 421 306 115 180 492 131 150 374 228 125 982 876 152 118 292 106 724 106 157 240
is_linear=0
shrinkage=0.0032998


Tree=9415
num_leaves=29
num_cat=0
split_feature=2 13 10 2 15 159 42 15 42 131 51 51 50 159 157 15 34 42 15 15 15 42 13 15 15 42 42 15
split_gain=0.170066 0.153304 0.136614 0.0820449 0.111675 0.0875548 0.0834639 0.0787513 0.0967564 0.0784433 0.122504 0.0956266 0.0797029 0.069558 0.0572078 0.0667198 0.0565365 0.0553254 0.0552495 0.0522134 0.0930184 0.049734 0.0469914 0.0360023 0.0320878 0.0243185 0.0335678 0.0134283
threshold=0.10859000000000001 0.10621000000000001 -1.0000000180025095e-35 0.086545000000000025 0.094410000000000008 0.085875000000000021 0.090115000000000015 -0.24511999999999998 0.0069650000000000016 0.091295000000000015 -0.013119999999999998 -0.096089999999999981 0.11589500000000001 0.083310000000000009 0.099625000000000005 -0.024929999999999997 -0.082914999999999989 -0.090104999999999977 0.086305000000000007 1.0000000180025095e-35 -0.080724999999999977 -0.076394999999999977 -1.0000000180025095e-35 -0.023589999999999996 -0.065984999999999988 -0.0070449999999999992 0.094110000000000013 -0.039149999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 16 9 5 14 -6 8 -2 10 11 -4 17 19 15 21 -1 -12 -19 20 -9 -5 -17 -7 -22 -11 -27 -26
right_child=1 -3 3 4 6 23 -8 13 -10 25 12 -13 -14 -15 -16 22 -18 18 -20 -21 24 -23 -24 -25 27 26 -28 -29
leaf_value=0.0018774020777387319 0.010013347881999533 -0.0058401338716773353 0.0060426817544279587 0.0037094851118677804 0.011074542062252963 0.0089412752220770098 0.0032510863336017038 -0.0017246896646322739 0.00037214171505761456 0.0049573291108953033 0.0019797275156389019 0.01550335564372903 -0.00079100444812571708 -0.003960520534443247 0.0073151340826372487 0.0018587886467881887 -0.0054587127546150025 0.0076849433464091198 0.0043346960239985669 -0.0015960080995479726 0.0084324071174198875 -0.0010346148233869466 0.0059157047282794011 0.003752577902649041 0.0015314517408637084 -0.0012982265731656009 0.0039158543744291585 0.0053174847357238993
leaf_weight=63 66 84 59 79 84 75 73 78 54 71 97 64 57 72 52 269 56 353 236 93 60 301 117 80 52 75 65 58
leaf_count=63 66 84 59 79 84 75 73 78 54 71 97 64 57 72 52 269 56 353 236 93 60 301 117 80 52 75 65 58
internal_value=0 0.000836771 0.00398345 0.00428315 0.00327729 0.00260242 0.00744833 0.00189241 0.00568978 0.00533684 0.00604716 0.0109799 0.00522815 0.000784711 0.00190435 0.0015347 -0.00155979 0.0057309 0.00634562 0.0017919 0.00306962 -4.36135e-05 0.00309313 0.00627483 0.00527993 0.00241296 0.00110976 0.00354406
internal_weight=0 617 2326 2207 1130 973 157 533 120 1077 866 123 743 413 818 766 119 686 589 341 248 380 386 155 170 211 140 110
internal_count=2943 617 2326 2207 1130 973 157 533 120 1077 866 123 743 413 818 766 119 686 589 341 248 380 386 155 170 211 140 110
is_linear=0
shrinkage=0.16829


Tree=9416
num_leaves=21
num_cat=0
split_feature=2 12 2 2 52 2 0 3 3 39 52 2 2 0 12 42 0 52 30 52
split_gain=5.22383 3.14438 1.08371 0.996435 0.563905 0.54138 0.515852 0.394105 0.420305 0.387347 0.224092 0.271927 0.219293 0.21256 0.204152 0.181756 0.162577 0.137544 0.105908 0.0184327
threshold=0.11504500000000002 -0.012249999999999999 0.16993500000000003 -1.0000000180025095e-35 -0.40011499999999994 0.096325000000000008 -0.23028499999999999 -0.10519499999999998 0.28833000000000003 0.089940000000000006 -0.53473999999999988 0.10510500000000002 -0.0098549999999999974 -0.079684999999999992 0.087915000000000007 0.088630000000000014 -0.088084999999999983 0.042815000000000006 0.086220000000000019 -0.56096499999999982
decision_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 18 -2 -5 -3 -6 9 17 19 12 -12 -13 15 -14 -16 -9 -1 -8
right_child=2 6 -4 5 7 -7 10 8 -10 -11 11 13 14 -15 16 -17 -18 -19 -20 -21
leaf_value=0.00031135147843328254 0.00076238623488596169 0.00053843974515738527 8.1302861595160135e-06 0.0008403651161310498 0.00013591072264787534 0.00043567406208709435 0.00099761833823800361 0.00051163145765677654 0.00019648939635039754 0.00026543710405119131 0.00064371027589931135 0.00051327027210809715 0.0008490569571950416 0.00076928306851885503 0.00071645708964754773 0.0010045276471998077 0.00081920087854860893 0.00070579728702808834 0.00011639045307412787 0.00090807153517059684
leaf_weight=60 55 75 71 65 52 82 63 98 57 52 75 57 699 98 224 96 760 70 63 71
leaf_count=60 55 75 71 65 52 82 63 98 57 52 75 57 699 98 224 96 760 70 63 71
internal_value=0 0.000767868 0.000383155 0.000431364 0.000452404 0.000614859 0.000808815 0.000400476 0.000450014 0.00051554 0.000818261 0.000809428 0.000820617 0.000675364 0.000828055 0.000867875 0.000795848 0.000592744 0.00021178 0.000950435
internal_weight=0 2488 455 270 384 147 2218 329 277 220 2143 2009 1854 155 1779 795 984 168 123 134
internal_count=2943 2488 455 270 384 147 2218 329 277 220 2143 2009 1854 155 1779 795 984 168 123 134
is_linear=0
shrinkage=0.0032998


Tree=9417
num_leaves=20
num_cat=0
split_feature=4 3 39 14 43 0 14 16 4 51 3 1452 157 4 3 52 52 52 52
split_gain=3.7014 1.06161 0.801202 0.409005 0.359941 0.269611 0.260479 0.211742 0.204771 0.195804 0.138421 0.119122 0.0992362 0.0821877 0.0794768 0.172117 0.140329 0.134679 0.0461526
threshold=0.31392000000000003 0.11500500000000001 0.08456000000000001 0.073890000000000011 -0.084059999999999982 -0.068669999999999995 -0.10523499999999998 -0.49353499999999995 -0.00045499999999999995 0.093530000000000016 -0.24156999999999998 0.087485000000000021 -0.14480499999999996 0.42405000000000009 -0.072649999999999978 -0.031059999999999997 -0.047784999999999987 1.0000000180025095e-35 0.01787
decision_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 -2 -4 -6 13 10 -3 -1 12 -12 -8 16 -16 -10 -18 -17
right_child=4 9 5 -5 6 -7 7 -9 14 -11 11 -13 -14 -15 15 18 17 -19 -20
leaf_value=0.00052898019840574677 5.7314708299138573e-05 0.00047188282888806357 0.00057608744948044795 0.00091042859156976867 0.00048662358163832316 0.00032650012249722463 0.00026064460252084922 8.1911548402534832e-05 0.0007523167314956897 0.00020443909642341832 0.00055699029048272494 0.00085393552799777235 0.00069576253292845695 0.00043309108295225447 0.00040110883098457711 0.00068755875767640209 0.00050606493581388436 0.00066956321238510026 0.0005668149504137527
leaf_weight=58 66 64 100 82 81 91 74 52 100 57 61 52 1513 53 54 67 96 137 85
leaf_count=58 66 64 100 82 81 91 74 52 100 57 61 52 1513 53 54 67 96 137 85
internal_value=0 0.000648652 0.000663301 0.00068035 0.000275586 0.000457359 0.000330858 0.000260175 0.000671848 0.000346188 0.000689938 0.000695658 0.000690407 0.000332888 0.000615261 0.000562991 0.000647491 0.00060235 0.000620269
internal_weight=0 2617 2496 2305 326 191 260 179 2223 121 1684 1626 1574 127 539 206 333 233 152
internal_count=2943 2617 2496 2305 326 191 260 179 2223 121 1684 1626 1574 127 539 206 333 233 152
is_linear=0
shrinkage=0.0032998


Tree=9418
num_leaves=13
num_cat=0
split_feature=150 12 151 12 10 10 42 14 50 11 151 157
split_gain=0.121082 0.102711 0.0915774 0.0798461 0.0786902 0.09627 0.0763897 0.0682616 0.0507358 0.0554434 0.035149 0.0290635
threshold=0.088985000000000009 0.11160500000000002 0.084725000000000009 0.083985000000000018 -0.087119999999999989 -0.00189 0.086855000000000016 0.073890000000000011 -0.23848499999999997 0.079225000000000004 -0.010059999999999998 -0.0023149999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 -1 -6 -3 8 -7 -10 -2 -5
right_child=3 6 -4 11 5 7 -8 -9 9 -11 -12 -13
leaf_value=0.010672397462521395 0 0.0036318512893168046 0.011398242296162096 0.005934214091648282 -0.0020372806341355737 0.0081860746126366044 -0.0029294062814120172 0.0092593762800266249 0.0041454320174488272 0.0001967557180188885 -0.0052307516487022305 0.000883289665706451
leaf_weight=53 85 103 52 66 70 84 98 76 2020 107 64 65
leaf_count=53 85 103 52 66 70 84 98 76 2020 107 64 65
internal_value=0 0.00409166 0.00439037 0.000405472 0.00423842 0.00409298 0.000423892 0.0042814 0.00410947 0.00394764 -0.00225195 0.00344174
internal_weight=0 2663 2462 280 2410 2357 201 2287 2211 2127 149 131
internal_count=2943 2663 2462 280 2410 2357 201 2287 2211 2127 149 131
is_linear=0
shrinkage=0.16829


Tree=9419
num_leaves=21
num_cat=0
split_feature=4 2 2 3 2 3 39 2 4 150 15 52 52 160 52 47 3 15 15 4
split_gain=3.95413 1.27012 0.793029 0.660741 0.328108 0.26572 0.192651 0.143367 0.150458 0.149822 0.141802 0.196437 0.242952 0.145725 0.118907 0.115112 0.114451 0.0725922 0.0693771 0.056206
threshold=0.31392000000000003 0.13270000000000001 -0.007134999999999999 0.11500500000000001 0.087515000000000023 -0.12077499999999998 0.084720000000000004 0.153865 0.50996500000000011 0.081245000000000026 0.039965000000000007 -0.090304999999999983 0.023800000000000005 0.084100000000000022 -1.0000000180025095e-35 0.11566000000000001 -0.091204999999999981 0.09278500000000002 -0.52461999999999986 -0.077654999999999988
decision_type=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 -1 8 9 -2 11 13 -13 -6 -3 17 -12 -7 -10 -18
right_child=7 14 3 -5 10 15 -8 -9 18 -11 16 12 -14 -15 -16 -17 19 -19 -20 -21
leaf_value=0.00047423052981707473 9.4308846023166121e-05 0.00017217025950167069 0.00088631933302484316 0.00031296856440083499 0.00060165900086718268 0.00068735532825921122 0.00018994958429404608 5.7503775822753949e-05 0.00025135778214880591 0.00030910788949698137 0.00076923109014771806 0.00047330207317164831 0.00061548064582328955 0.00077300948298154165 0.00038247317773719002 0.0005327858888288273 0.00056210812391223439 0.00060679322664609697 0.00041248102732134915 0.00066050568830641906
leaf_weight=53 95 66 64 71 233 827 52 54 60 57 77 297 240 73 54 69 109 153 60 179
leaf_count=53 95 66 64 71 233 827 52 54 60 57 77 297 240 73 54 69 109 153 60 179
internal_value=0 0.000599228 0.000615175 0.000627513 0.00063712 0.000678234 0.000333779 0.000213665 0.000244539 0.00017509 0.000599209 0.000575336 0.000536911 0.000642652 0.0002671 0.000665505 0.000654251 0.000674814 0.000332213 0.000623387
internal_weight=0 2617 2497 2392 2321 1113 105 326 272 152 1208 843 537 306 120 1049 365 980 120 288
internal_count=2943 2617 2497 2392 2321 1113 105 326 272 152 1208 843 537 306 120 1049 365 980 120 288
is_linear=0
shrinkage=0.0032998


Tree=9420
num_leaves=21
num_cat=0
split_feature=33 10 4 150 3 42 0 130 42 41 4 3 49 4 42 4 16 133 0 49
split_gain=0.107744 0.161598 0.113398 0.125773 0.091619 0.107137 0.073985 0.0648751 0.0964869 0.0827489 0.0661006 0.0869163 0.0605869 0.045561 0.0438358 0.0434318 0.0350172 0.0294816 0.0275928 0.0195728
threshold=0.085370000000000015 -1.0000000180025095e-35 0.053925000000000008 0.075065000000000007 -0.078884999999999997 0.087170000000000011 -0.05226999999999999 0.088805000000000009 -0.09361499999999999 0.075585000000000013 -0.50946499999999995 -0.097574999999999981 0.087485000000000021 0.31392000000000003 -0.092104999999999979 0.10583000000000002 -0.077049999999999993 -0.040589999999999994 -0.074679999999999983 0.094245000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 4 5 12 -1 8 16 10 -10 -12 -4 15 -9 19 -3 -16 -15 -6
right_child=-2 2 3 -5 13 -7 -8 14 9 -11 11 -13 -14 18 17 -17 -18 -19 -20 -21
leaf_value=0.00025001169880694516 0.010134534234591043 0.011029765714621272 -0.0040846260906486683 0.0065369879799184278 0.0029698295204789254 -0.0096903864113754845 -0.0078973983864270431 0.0033082289787378875 0.0092187026735236419 0.0093733828826157058 -0.00073779915100304538 0.0034784642888452725 0.0036901225869438079 -0.0028944195533363221 -0.004420045499557595 0.005542199028047169 0.0051211528672305637 0.0011485093613891966 0.0017885192366761656 -0.0013923252280240504
leaf_weight=75 56 67 61 96 57 52 54 92 52 66 151 1582 53 83 55 100 52 52 62 59
leaf_count=75 56 67 61 96 57 52 54 92 52 66 151 1582 53 83 55 100 52 52 62 59
internal_value=0 0.00267003 0.00293942 0.000934301 -8.28935e-05 -0.00335835 -0.00314661 0.00351452 0.00380722 0.00350693 0.00328902 0.00311006 -0.00045429 0.00141829 0.000607925 0.00296923 0.00846295 -0.00169704 -0.000879669 0.00073566
internal_weight=0 2921 2792 623 527 166 129 2169 1970 1851 1785 1733 114 361 199 216 119 107 145 116
internal_count=2977 2921 2792 623 527 166 129 2169 1970 1851 1785 1733 114 361 199 216 119 107 145 116
is_linear=0
shrinkage=0.16829


Tree=9421
num_leaves=22
num_cat=0
split_feature=13 14 13 401 43 43 15 31 150 0 2 0 4 11 2 43 15 1212 15 2 4
split_gain=0.0917705 0.128488 0.114225 0.219151 0.250592 0.103508 0.102288 0.0863185 0.0776451 0.0873 0.0828283 0.152612 0.0701313 0.0902295 0.0611258 0.0602563 0.0621118 0.0588731 0.0545198 0.0381736 0.0128534
threshold=-0.089024999999999979 0.073890000000000011 -0.11279499999999999 0.077490000000000017 -0.013384999999999999 0.054875000000000007 -0.083029999999999979 -0.017869999999999997 0.12167500000000002 -0.10147999999999999 0.084045000000000022 -0.072924999999999976 -0.35269999999999996 0.085630000000000026 0.083525000000000002 -0.080324999999999994 -0.097794999999999979 0.091640000000000013 -0.065419999999999992 0.093200000000000019 0.22276500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 5 4 -4 6 -1 -2 9 15 11 14 13 -12 -11 -9 20 -14 -13 -18 -17
right_child=1 -3 3 -5 -6 -7 -8 8 -10 10 12 18 17 -15 -16 16 19 -19 -20 -21 -22
leaf_value=0.0044127728630912804 -0.003509126268454081 0.010603024672799614 0.00054109536616457458 0.0048490353776256823 -0.012520667784313303 0.0071647104524099232 -0.0037714172044138335 -0.0051627005991458806 0.0088914701861852619 0.0055841548377633526 0.008007785393962432 0.0040081490818285256 0.00214831461829945 -0.00024406343769169895 0.011687336307389615 0.0057210071496817012 -0.0051413743851921635 -0.0022895921889646309 -0.0020249498543579028 0.0012864430984172277 0.0020280840022229938
leaf_weight=85 64 58 85 81 81 95 88 56 57 368 120 72 1150 54 54 53 52 91 103 52 58
leaf_count=85 64 58 85 81 81 95 88 56 57 368 120 72 1150 54 54 53 52 91 103 52 58
internal_value=0 0.00276602 0.00029172 -0.00231504 -0.00582159 0.00270093 0.000239332 0.00257619 0.00274339 0.00258911 0.0029711 0.00463635 0.00226726 0.00543654 0.00636939 -0.00024034 0.00103341 0.00182144 0.000446973 -0.00191019 0.00380756
internal_weight=0 2462 515 247 166 268 173 2404 2340 2283 2012 597 1415 174 422 271 215 1241 175 104 111
internal_count=2977 2462 515 247 166 268 173 2404 2340 2283 2012 597 1415 174 422 271 215 1241 175 104 111
is_linear=0
shrinkage=0.16829


Tree=9422
num_leaves=27
num_cat=0
split_feature=1 1 12 14 123 12 12 51 15 51 0 12 1 3 3 15 1455 123 475 13 42 13 15 16 15 12
split_gain=18.2652 2.9631 2.39007 0.983365 0.971148 0.55746 0.545341 0.431978 0.334383 0.36597 0.306812 0.303616 0.259144 0.2212 0.205114 0.187706 0.166588 0.114365 0.0952322 0.125504 0.0825099 0.0648137 0.157214 0.0495638 0.0311293 0.0392373
threshold=0.10575500000000002 0.12500000000000003 0.085075000000000026 0.064610000000000015 1.0000000180025095e-35 0.093910000000000007 0.081685000000000021 -0.067854999999999985 -0.10646499999999999 -0.095339999999999994 -0.16926499999999997 0.098785000000000012 0.14787500000000001 -0.015169999999999998 0.12955000000000003 0.081625000000000017 -0.092779999999999987 0.083430000000000018 -0.088544999999999985 -0.098524999999999988 0.11195000000000001 -0.049464999999999988 -0.065419999999999992 -0.0070549999999999996 0.10995500000000001 0.10082000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 5 6 8 -3 -1 -10 -2 -4 14 -11 -9 21 -8 -12 -18 -20 24 22 -7 -23 25 -17
right_child=1 7 11 -5 -6 15 16 12 9 13 17 -13 -14 -15 -16 20 18 -19 19 -21 -22 23 -24 -25 -26 -27
leaf_value=0.00093414312617972608 0.00033127628015079701 0.00017375366177348035 0.00080158563163048213 0.0011190610130072417 0.00043888878693157347 0.00068787589420796647 0.0010189138494029271 -0.00019517964937914672 0.00084403885736037342 0.00037805553771355491 0.00011800067268887366 0.00050115966418102782 -0.00035450106777754791 0.00063624660959061955 3.3752992592848326e-05 0.0009083252068077224 0.00070272620672358864 -7.0414126585840734e-05 0.00099866237132588669 0.00083911514205252424 0.00067434670848825237 0.00062172752151629139 0.00044975113708640502 0.00073946549991170721 0.00074881233282932406 0.00077407776919037944
leaf_weight=52 54 52 85 94 91 69 62 98 70 52 84 66 56 125 75 53 55 60 59 1113 87 81 56 89 84 55
leaf_count=52 54 52 85 94 91 69 62 98 70 52 84 66 56 125 75 53 55 60 59 1113 87 81 56 89 84 55
internal_value=0 0.000154674 0.000357759 0.000787542 0.000773695 0.000787771 0.000819757 -9.74298e-05 0.000692152 0.000641064 0.000119071 0.000670507 -0.000159162 0.000560593 -9.57278e-05 0.00069922 0.000849329 3.92499e-05 0.000840731 0.000847177 0.000761253 0.000640432 0.000581478 0.000683574 0.000800449 0.000840285
internal_weight=0 630 349 2347 2253 2162 1588 281 299 247 198 151 229 177 173 574 1289 144 1227 1172 279 295 125 170 192 108
internal_count=2977 630 349 2347 2253 2162 1588 281 299 247 198 151 229 177 173 574 1289 144 1227 1172 279 295 125 170 192 108
is_linear=0
shrinkage=0.0032998


Tree=9423
num_leaves=17
num_cat=0
split_feature=1 34 43 0 48 4 11 0 42 0 0 10 0 0 0 1
split_gain=0.118649 0.0644504 0.0634847 0.052627 0.0531158 0.0644535 0.0986222 0.107263 0.0827604 0.0528587 0.0483645 0.044639 0.109263 0.0479077 0.0793372 0.0304322
threshold=0.11779500000000002 -0.027829999999999997 -0.50914999999999988 0.15312500000000004 -0.088899999999999993 0.24099500000000004 1.0000000180025095e-35 0.048825000000000007 0.089785000000000018 -0.10998999999999999 -0.094139999999999988 -0.020369999999999996 -0.10028499999999999 -0.064994999999999983 -0.033754999999999993 0.10684
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 7 9 15 -6 -8 -3 -13 -14 -15 -7
right_child=1 11 3 -5 5 8 10 -9 -10 -11 -12 12 13 14 -16 -17
leaf_value=0.0086968073265370257 -0.0058175311538061977 -0.0037250435541405801 0.0076321944708460498 0.0080552886611292406 -1.4322029345690607e-05 0.0039032348379918363 0.011033724028080314 -0.0048535062223117173 -0.0062137288979293853 0.0029365129108848589 0.0044903149858078906 -0.0032366869611837588 0.0081771094792923837 -0.001494237555570404 0.0068873106460309412 -0.0013029175112487022
leaf_weight=52 52 57 59 52 188 76 55 55 52 1870 80 93 52 74 56 54
leaf_count=52 52 57 59 52 188 76 55 55 52 1870 80 93 52 74 56 54
internal_value=0 -0.000305526 0.00285997 0.00273981 0.00262804 0.0025058 0.00275255 0.0024695 -0.000532009 0.00266608 0.00716946 0.000552389 0.00144552 0.00384794 0.00210246 0.00172686
internal_weight=0 384 2593 2541 2489 2430 2248 2113 182 2058 135 332 275 182 130 130
internal_count=2977 384 2593 2541 2489 2430 2248 2113 182 2058 135 332 275 182 130 130
is_linear=0
shrinkage=0.16829


Tree=9424
num_leaves=25
num_cat=0
split_feature=1 4 13 39 39 1 1 0 15 11 0 15 4 16 15 0 0 13 0 50 0 13 1 4
split_gain=8.7267 1.41699 0.913503 0.774976 0.401061 0.369048 0.329156 0.302208 0.241017 0.240565 0.299566 0.227339 0.194805 0.204766 0.211424 0.201521 0.17803 0.133816 0.112466 0.104958 0.0805336 0.0790111 0.0729387 0.0677747
threshold=0.10509 0.27020000000000005 -0.100615 0.085190000000000016 0.0047850000000000011 0.088035000000000016 0.12288500000000001 -0.098749999999999991 -0.41343999999999997 0.07677500000000001 0.051660000000000005 1.0000000180025095e-35 0.0063750000000000013 -0.13895999999999997 -0.097144999999999981 -0.10594499999999998 -0.079324999999999993 0.041960000000000004 -0.064994999999999983 0.11104500000000002 -0.15270499999999995 0.066620000000000026 0.14065000000000003 0.24099500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 7 9 -6 20 -4 22 10 12 -11 15 23 -15 -1 -16 19 -9 -17 -3 -19 -8 -14
right_child=1 6 3 -5 5 -7 8 18 -10 11 -12 -13 13 14 16 17 -18 21 -20 -21 -22 -23 -24 -25
leaf_value=0.00068735743915458952 0.00018746336960399676 0.00025120634264043151 0.00050881125518744883 0.00034037582716591185 0.00080737578741179618 0.00045846185388268468 0.00013966056268645345 0.00092790517153447133 -5.2054156969788994e-05 0.00084896754519798285 0.00061266797096879875 0.001136094351091071 0.00090101493525647513 0.00084093318358416738 0.00045347009426329322 0.00087410820449942538 0.00070961129471976343 0.00065833439436490629 0.00073270838463430042 0.00077045550293964855 0.00042305845418223525 0.0008136833813963875 0.00030484010031160702 0.00075881964992034095
leaf_weight=86 68 53 52 80 71 63 69 53 55 72 73 54 98 62 52 1258 72 54 92 123 72 127 52 66
leaf_count=86 68 53 52 80 71 63 69 53 55 72 73 54 98 62 52 1258 72 54 92 123 72 127 52 66
internal_value=0 0.000386486 0.000530913 0.000615098 0.000820028 0.000643597 0.00022083 0.000726481 0.000128553 0.000830773 0.000822146 0.000972302 0.000829782 0.000758094 0.000682155 0.000844985 0.000602481 0.000853641 0.000804299 0.000864902 0.000350475 0.000767531 0.000210938 0.000844005
internal_weight=0 646 345 277 2331 134 301 197 176 2197 2071 126 1998 350 186 1648 124 1562 145 1381 125 181 121 164
internal_count=2977 646 345 277 2331 134 301 197 176 2197 2071 126 1998 350 186 1648 124 1562 145 1381 125 181 121 164
is_linear=0
shrinkage=0.0032998


Tree=9425
num_leaves=12
num_cat=0
split_feature=10 14 10 41 15 3 1 0 16 16 52
split_gain=0.151148 0.10239 0.171516 0.105471 0.0926404 0.134959 0.146011 0.0904171 0.0827573 0.0719644 0.0710634
threshold=1.0000000180025095e-35 -0.13131999999999996 -0.013164999999999998 0.081500000000000017 -0.24511999999999998 0.11269500000000002 0.11860000000000001 -0.18240499999999996 -0.010264999999999998 -0.085454999999999989 -0.063199999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 9 4 -4 7 -7 -6 -9 -3 -1
right_child=-2 2 3 -5 5 6 -8 8 -10 -11 -12
leaf_value=0.0039260752395943316 -0.0040562742057807773 -0.0075160713747011703 -0.0026560615557963117 -0.002591980587435855 0.0093430400037017771 -0.0056558238951557489 0.0054060873536594051 0.0044046801131594308 0.0022935681246038435 0.00077191622751988367 0.012115811364535227
leaf_weight=64 87 60 71 88 81 90 54 1394 852 58 58
leaf_count=64 87 60 71 88 81 90 54 1394 852 58 58
internal_value=0 0.00305528 0.00284246 0.00312443 0.00332303 0.00349556 -0.00149513 0.00380517 0.00360465 -0.00342709 0.00783428
internal_weight=0 2870 2748 2630 2542 2471 144 2327 2246 118 122
internal_count=2957 2870 2748 2630 2542 2471 144 2327 2246 118 122
is_linear=0
shrinkage=0.16829


Tree=9426
num_leaves=16
num_cat=0
split_feature=10 393 131 131 3 10 14 484 133 3 4 16 131 3 13
split_gain=0.104613 0.0767252 0.0702605 0.0838834 0.0806982 0.132908 0.0594343 0.0593408 0.0576956 0.051125 0.0651599 0.0490544 0.0330032 0.0315884 0.0108124
threshold=1.0000000180025095e-35 0.10791000000000002 0.08987500000000001 0.079610000000000014 -0.14884499999999998 -0.097169999999999992 -0.4024299999999999 0.08764000000000001 -0.0063799999999999994 -0.083644999999999983 -0.079939999999999983 -0.008069999999999999 0.092370000000000022 -0.07385499999999999 0.095710000000000017
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 -4 10 -10 -1 -11 -14 -13
right_child=-2 -3 8 -5 5 6 7 -9 9 12 -12 14 13 -15 -16
leaf_value=0.008893472415996459 -0.0033736446956629793 -0.0037883953419159235 0.0098962320730102294 -0.0027972400752155611 -0.0054502153792610093 -0.0031003170663094744 0.0022942518949718334 0.005375936396213519 0.0047493595841531519 0.0089450318205630541 -0.0033507606917459868 0.0016608993702066351 0.0018037446323382568 0.0065285813842143403 0.005111515158520384
leaf_weight=84 87 53 54 87 62 53 1840 197 61 57 52 53 81 82 54
leaf_count=84 87 53 54 87 62 53 1840 197 61 57 52 53 81 82 54
internal_value=0 0.00254132 0.00266104 0.00232419 0.00251513 0.00221954 0.00244793 0.00259317 0.0047715 0.00393507 0.00100597 0.0058361 0.0054314 0.00419168 0.00341912
internal_weight=0 2870 2817 2430 2343 2152 2090 2037 387 333 113 191 220 163 107
internal_count=2957 2870 2817 2430 2343 2152 2090 2037 387 333 113 191 220 163 107
is_linear=0
shrinkage=0.16829


Tree=9427
num_leaves=31
num_cat=0
split_feature=1 52 2 2 52 1 12 160 1 0 0 50 2 12 2 160 160 124 12 52 52 0 16 484 0 16 1210 0 52 1
split_gain=6.24369 1.09309 0.77494 0.716345 0.606171 0.35322 0.50496 0.251606 0.231084 0.463776 0.300767 0.191573 0.19012 0.164604 0.222483 0.163165 0.154998 0.142552 0.117774 0.116368 0.0984899 0.192717 0.121252 0.0657062 0.0641965 0.0689353 0.0575037 0.0547187 0.086116 0.0544984
threshold=0.10404000000000001 -0.41694999999999993 -0.0098549999999999974 0.08784500000000002 0.19121000000000002 0.13074500000000003 0.089485000000000023 -0.081594999999999987 0.088035000000000016 -0.037444999999999992 0.056895000000000008 0.11028500000000001 -0.007134999999999999 -0.080929999999999988 0.14744000000000002 0.019875 -0.089599999999999985 -0.084084999999999979 0.083400000000000016 0.11916 0.088595000000000021 -0.093649999999999983 -0.052894999999999991 -0.081534999999999982 -0.10114999999999998 0.0097750000000000007 -0.084114999999999981 -0.16926499999999997 -0.054584999999999995 0.078435000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 7 5 6 17 16 10 -10 15 18 -7 -14 -15 20 19 -3 29 -4 21 -5 -22 -20 -17 -26 -25 -19 -29 -9
right_child=1 4 3 8 -6 12 -8 11 9 -11 -12 -13 13 14 -16 24 -18 27 23 -21 22 -23 -24 26 25 -27 -28 28 -30 -31
leaf_value=0.00046968162009158773 0.00083094660892430209 0.00049227563488971385 0.0009156951094343637 0.00057816680530294474 0.00069062036034381585 8.0596993675593535e-05 0.00064756757143909877 0.0010891042235889089 0.00048871678655677852 0.00085609759435237591 0.00054105185647264711 0.00070523191743306253 0.00045824923632651585 0.00038291457558296149 8.5064313004330704e-05 0.00096459848031670535 0.00063939289302254471 0.00038404584377104328 0.00079486151921725383 0.0007369901346056004 0.00083980023181416468 0.00075868219259311788 0.00069846607709079568 0.00080182253442523637 0.00075656404952584592 0.00090062659799549966 0.0009152225116826312 0.00034847511001145513 0.00017628488297597158 0.00093429538983283715
leaf_weight=79 67 56 83 84 64 56 80 54 99 61 62 56 52 54 56 54 71 61 75 83 238 307 97 60 80 76 506 64 65 57
leaf_count=79 67 56 83 84 64 56 80 54 99 61 62 56 52 54 56 54 71 61 75 83 238 307 97 60 80 76 506 64 65 57
internal_value=0 0.000430473 0.00079187 0.000803407 0.000386284 0.000350415 0.00041933 0.000866256 0.000746661 0.000629001 0.000765489 0.00089426 0.000247198 0.00030457 0.000231602 0.000780318 0.000770634 0.000344963 0.00090829 0.000826555 0.000756489 0.000719991 0.000798982 0.000890635 0.000862531 0.000826974 0.000903264 0.000301359 0.000261986 0.00100993
internal_weight=0 675 2282 2203 608 544 326 1045 1158 160 998 808 218 162 110 936 237 246 752 166 726 391 335 641 210 156 566 190 129 111
internal_count=2957 675 2282 2203 608 544 326 1045 1158 160 998 808 218 162 110 936 237 246 752 166 726 391 335 641 210 156 566 190 129 111
is_linear=0
shrinkage=0.0032998


Tree=9428
num_leaves=26
num_cat=0
split_feature=4 2 39 2 15 4 2 2 15 16 16 48 2 43 16 15 43 16 16 49 4 16 15 15 2
split_gain=3.37342 1.21113 0.748547 0.384507 0.26201 0.222549 0.206091 0.278102 0.178202 0.158888 0.152018 0.141399 0.132754 0.158112 0.178209 0.109878 0.0949773 0.0894507 0.120979 0.071661 0.0557649 0.0984694 0.0933004 0.0489809 0.0408199
threshold=0.31392000000000003 0.13631000000000001 0.0047850000000000011 0.10859000000000001 -0.43091499999999999 -0.083274999999999988 -0.007134999999999999 0.094985000000000014 0.033605000000000003 -0.097664999999999988 0.50609000000000015 0.08956500000000002 0.088495000000000004 -0.0048749999999999991 -0.053299999999999993 -0.26361999999999991 -0.0068849999999999996 0.0054050000000000009 -0.0024749999999999993 0.088930000000000009 -0.17568999999999999 0.26768500000000006 0.083540000000000017 -0.047249999999999993 0.089505000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 16 9 -4 -8 10 -1 19 -3 17 24 -15 -6 -2 18 -7 -5 21 -11 -22 -19 -14
right_child=4 11 6 8 15 12 7 -9 -10 20 -12 -13 13 14 -16 -17 -18 23 -20 -21 22 -23 -24 -25 -26
leaf_value=0.00083658789784074334 0.00022084354249901199 0.00034016717524487557 0.00020875136418189628 0.00029244701832251369 7.4588045170455355e-06 0.00061623467821506181 0.0006320959083229783 0.00032939286156282089 0.00064045520284587633 0.00082048721176226338 0.00055009883009861978 0.00010230410505508728 0.00050146936492473425 0.00053964975526945842 0.00033107743648726044 0.00018314417025500816 0.00038080204896916446 0.0005976609855010927 0.00076957845201333674 0.00045097020099684712 0.00049857747340065607 0.00062875554488910947 0.00064967542264237753 0.00047330401496173722 0.00060549850753400516
leaf_weight=56 82 56 55 75 64 716 55 85 56 53 73 54 52 156 64 100 83 77 63 56 55 72 298 71 330
leaf_count=56 82 56 55 75 64 716 55 85 56 53 73 54 52 156 64 100 83 77 63 56 55 72 298 71 330
internal_value=0 0.000563165 0.000577979 0.000594491 0.000208551 0.000609622 0.000381105 0.000448564 0.000474293 0.000668111 0.000428508 0.000223718 0.000589172 0.00055045 0.000479134 0.000114799 0.000301521 0.00061428 0.000628681 0.000360482 0.000648299 0.000710332 0.000626233 0.000538241 0.00059143
internal_weight=0 2628 2518 2323 329 2063 195 140 260 534 204 110 1529 602 220 164 165 927 779 131 478 125 353 148 382
internal_count=2957 2628 2518 2323 329 2063 195 140 260 534 204 110 1529 602 220 164 165 927 779 131 478 125 353 148 382
is_linear=0
shrinkage=0.0032998


Tree=9429
num_leaves=14
num_cat=0
split_feature=48 1374 9 51 393 403 12 123 124 52 12 49 48
split_gain=0.122269 0.119304 0.110669 0.0994317 0.0801444 0.142163 0.0752906 0.0693855 0.0798497 0.0601872 0.0837414 0.0631686 0.018086
threshold=0.10184000000000001 0.086000000000000007 0.083710000000000021 0.10072000000000002 0.086855000000000016 -0.082179999999999989 -0.14750499999999997 0.085705000000000017 -0.082024999999999987 0.11628500000000001 0.083945000000000006 -0.084599999999999981 0.11978500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 6 -6 -1 9 -9 11 -11 -8 -2
right_child=3 -3 -4 -5 5 -7 7 8 -10 10 -12 -13 -14
leaf_value=0.0091339540373880299 -6.83308947416349e-05 0.010591550129364692 -0.0026096191064239635 -0.0062194247473433958 0.005630268852564884 -0.0060538202145753546 -0.00021745235430498236 -0.0053972223638575701 0.0028761220849405173 -0.0042332211898348186 0.0026740324428221073 0.0041538858808257383 0.0035093374719227088
leaf_weight=65 93 61 94 68 52 68 98 54 85 59 311 1780 69
leaf_count=65 93 61 94 68 52 68 98 54 85 59 311 1780 69
internal_value=0 0.00322079 0.00305147 -0.000813615 0.00325906 -0.000975743 0.00346705 0.00331198 -0.000325058 0.00353767 0.00156775 0.00392482 0.0014444
internal_weight=0 2727 2666 230 2572 120 2452 2387 139 2248 370 1878 162
internal_count=2957 2727 2666 230 2572 120 2452 2387 139 2248 370 1878 162
is_linear=0
shrinkage=0.16829


Tree=9430
num_leaves=15
num_cat=0
split_feature=10 123 4 15 1209 52 42 52 42 131 15 4 4 15
split_gain=0.116668 0.0778668 0.0495341 0.0450383 0.0445418 0.0459292 0.0803443 0.100851 0.0531079 0.0493856 0.0422829 0.0327472 0.0367679 0.0130394
threshold=-0.085474999999999982 1.0000000180025095e-35 0.48395000000000005 -0.22805999999999996 -0.079544999999999991 0.09253500000000002 0.10045500000000002 0.087580000000000005 0.11966500000000001 0.090545000000000014 0.089125000000000024 0.41552000000000006 -0.0083149999999999977 -0.46645999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 7 -6 -8 10 -7 12 -3 -4
right_child=1 11 13 4 5 9 8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.0029786015284968214 0.0072116692968319344 0.00097877785450882189 0.0013065908184932678 -0.0012334376857707752 0.0028910761820693503 -0.00047356356376379864 0.0092224280396918223 0.0083637065091721596 0.0028215697600806047 0.0054188899266293909 0.0027746529824484961 0.0027032508474473019 -0.0042074695869227683 -0.0024345445094661128
leaf_weight=103 77 77 53 66 1564 234 112 102 56 90 219 74 77 52
leaf_count=103 77 77 53 66 1564 234 112 102 56 90 219 74 77 52
internal_value=0 0.00277853 0.00303769 0.00318701 0.00305943 0.00317938 0.00358291 0.00322721 0.0070995 0.00181314 0.0010928 -0.000197261 -0.00160268 -0.000529052
internal_weight=0 2853 2625 2520 2443 2377 1834 1666 168 543 453 228 154 105
internal_count=2956 2853 2625 2520 2443 2377 1834 1666 168 543 453 228 154 105
is_linear=0
shrinkage=0.16829


Tree=9431
num_leaves=30
num_cat=0
split_feature=1 3 4 0 40 1 15 1 49 3 0 43 15 13 0 158 3 475 0 16 3 158 1 16 0 13 15 133 0
split_gain=7.69062 2.37596 1.23532 0.655936 0.601446 0.593135 0.526558 0.515593 0.658704 0.511537 0.268639 0.236422 0.224117 0.210045 0.168059 0.126539 0.103819 0.0960327 0.131674 0.0902832 0.0813297 0.0738694 0.0731326 0.0729011 0.125416 0.0611808 0.044923 0.0208261 0.0245978
threshold=0.10509 0.28833000000000003 0.27420500000000009 0.14054500000000003 -0.012844999999999997 0.13074500000000003 0.039965000000000007 0.088965000000000002 -0.014479999999999998 -0.14539499999999997 -0.10071499999999999 -1.0000000180025095e-35 -0.0080049999999999982 0.0066400000000000009 -0.11167499999999998 0.078875000000000015 -0.081694999999999976 -0.0034549999999999993 -0.086834999999999982 0.19384500000000002 -0.079854999999999995 0.078875000000000015 0.092985000000000012 -0.105305 -0.088084999999999983 0.011265000000000002 0.090880000000000016 0.088525000000000006 -0.085719999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 -2 11 7 12 -9 -8 -6 -4 17 15 -3 23 -14 27 21 22 -12 -19 -10 -11 -25 -20 -15 28 -1
right_child=1 14 5 -5 10 -7 9 8 19 13 20 -13 16 26 -16 -17 -18 18 25 -21 -22 -23 -24 24 -26 -27 -28 -29 -30
leaf_value=0.00091013192530212887 0.00043654206349181412 0.00013806925592837826 0.00034366825420224881 0.00049973457200272486 0.00057421158160243216 0.0001578401192761177 0.001214198905703527 0.00044101842721873695 0.00083655527628847973 0.00077845063465390525 0.00074945852717749723 0.00061456007399008348 0.00062369747177259765 0.00083652664348203695 -0.00010756980496896806 0.0010406468546877289 0.00081670659400531905 0.0008572085088993011 0.00081544210931961889 0.00089870589535928061 0.00090388551632390095 0.00096953575318646382 0.00067305486851850004 0.0010659958738021074 0.00089536944784096844 0.00068644176437106979 0.00070310882009725153 0.00087189530434252582 0.001007773856575606
leaf_weight=74 82 69 64 58 58 95 58 85 54 55 69 80 66 56 54 79 61 290 156 61 93 90 77 53 668 60 67 57 67
leaf_count=74 82 69 64 58 58 95 58 85 54 55 69 80 66 56 54 79 61 290 156 61 93 90 77 53 668 60 67 57 67
internal_value=0 0.000444215 0.000538337 0.000847644 0.000678743 0.000360773 0.000856661 0.000809287 0.0006838 0.000911408 0.000768858 0.000494408 0.00084699 0.000893416 2.99413e-05 0.000911972 0.00071668 0.000867789 0.000846225 0.000791098 0.000838329 0.000883905 0.000740721 0.000898827 0.000907961 0.000779772 0.000764138 0.000932521 0.000956779
internal_weight=0 664 541 2292 302 239 2234 1198 277 1036 220 144 921 978 123 855 127 794 596 192 162 380 131 776 721 216 123 198 141
internal_count=2956 664 541 2292 302 239 2234 1198 277 1036 220 144 921 978 123 855 127 794 596 192 162 380 131 776 721 216 123 198 141
is_linear=0
shrinkage=0.0032998


Tree=9432
num_leaves=11
num_cat=0
split_feature=1 48 1 151 151 41 1447 1 0 14
split_gain=0.392794 0.0972367 0.074948 0.0624578 0.079165 0.0840267 0.0511826 0.0467227 0.079998 0.0466695
threshold=0.14860500000000001 0.13765500000000006 0.12257000000000003 0.10365500000000001 0.015440000000000001 0.083565000000000014 -0.086254999999999984 0.13831000000000002 -0.063204999999999983 -0.13131999999999996
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -4 -8
right_child=-2 -3 7 -5 -6 -7 9 -9 -10 -11
leaf_value=0.0069487505392081513 -0.0096283579205389148 0.010123949350044919 -0.0052760159175222129 -0.0023963287531419061 0.0090340915145299214 0.0082633790015524764 0.0071029736093441683 0.0033781754012228615 0.0029425507906714185 0.0026431129508315615
leaf_weight=87 71 54 83 56 66 87 69 70 56 2257
leaf_count=87 71 54 83 56 66 87 69 70 56 2257
internal_value=0 0.00303645 0.00290062 0.00314512 0.00326676 0.00311378 0.00292737 -0.000158187 -0.00195201 0.00277619
internal_weight=0 2885 2831 2622 2566 2500 2413 209 139 2326
internal_count=2956 2885 2831 2622 2566 2500 2413 209 139 2326
is_linear=0
shrinkage=0.16829


Tree=9433
num_leaves=32
num_cat=0
split_feature=1 12 1 4 12 1 4 47 151 15 49 43 52 12 13 4 1 15 52 1 13 43 12 4 4 52 52 1213 1213 12 4
split_gain=7.74089 1.67843 1.39473 0.75081 0.425699 0.406299 0.273293 0.207601 0.177839 0.164675 0.306379 0.151345 0.148696 0.146788 0.130059 0.119768 0.114907 0.101221 0.0861693 0.0786307 0.0849987 0.0695913 0.0692393 0.111525 0.109133 0.0671488 0.0497309 0.0415337 0.0759872 0.0381045 0.0144379
threshold=0.10509 0.086885000000000004 0.12988000000000002 -0.14994999999999997 0.056995000000000011 0.088965000000000002 0.053330000000000009 0.080860000000000015 -0.013299999999999998 -0.41956999999999994 -1.0000000180025095e-35 -1.0000000180025095e-35 0.092120000000000021 0.098785000000000012 -0.006154999999999999 -0.40515499999999993 1.0000000180025095e-35 -0.52461999999999986 0.008405000000000001 0.081540000000000015 0.036560000000000002 0.049545000000000006 0.087805000000000008 -0.007069999999999999 -0.0005399999999999999 1.0000000180025095e-35 -0.077644999999999978 -0.013134999999999999 -0.084749999999999978 0.091895000000000018 -0.082199999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -2 5 16 12 9 -7 17 14 -3 15 25 -11 -6 -1 -5 22 20 21 29 23 -17 -24 -8 -18 28 -20 -14 -29
right_child=1 2 -4 7 6 8 13 -9 -10 10 -12 -13 19 -15 -16 18 26 -19 27 -21 -22 -23 24 -25 -26 -27 -28 30 -30 -31 -32
leaf_value=0.0010589942274448218 0.00099682369592336102 0.0010436973078083514 0.00052278911994800374 0.00051736413563800048 0.0013570971560197683 0.00079300733969227418 0.0010381421769189156 0.00073198686445021162 0.0010164756627318119 0.00046854419696911028 0.00029815424284787182 0.0012513125823525714 0.0012003901466288713 0.00092671651118875849 0.00070001687769397438 0.0011757229343194843 0.0011427767427343132 0.00070349553445323151 0.001216401909620217 0.0012243393968413214 0.00098955419619500373 0.0010455534678460159 0.0011656196422922505 0.0013100982363897944 0.0010030743004726392 0.0011852027096116657 0.0012952288088077955 0.0012405937848958687 0.0013885468252463806 0.0011033444754759974 0.0011714945422846273
leaf_weight=103 52 102 56 58 54 71 72 74 92 57 70 66 134 69 52 279 55 77 71 83 61 85 435 97 54 78 53 109 55 87 95
leaf_count=103 52 102 56 58 54 71 72 74 92 57 70 66 134 69 52 279 55 77 71 83 61 85 435 97 54 78 53 109 55 87 95
internal_value=0 0.000742159 0.000974957 0.000623564 0.00114695 0.00104422 0.00116697 0.000573449 0.000919353 0.000535974 0.000469548 0.00112547 0.00118129 0.00105573 0.000579295 0.00120027 0.00114051 0.000623789 0.00119315 0.00112853 0.00110677 0.00113002 0.00117505 0.00121048 0.00114774 0.00111485 0.00121792 0.00124048 0.00129182 0.00116235 0.00120859
internal_weight=0 664 224 440 2292 374 1918 388 163 314 179 168 1699 219 109 1249 211 135 1195 450 367 306 865 376 489 150 108 330 126 221 204
internal_count=2956 664 224 440 2292 374 1918 388 163 314 179 168 1699 219 109 1249 211 135 1195 450 367 306 865 376 489 150 108 330 126 221 204
is_linear=0
shrinkage=0.0032998


Tree=9434
num_leaves=12
num_cat=0
split_feature=2 3 2 2 4 16 0 0 1429 15 2
split_gain=0.228499 0.0849439 0.0887248 0.197484 0.0520575 0.13314 0.0588735 0.123783 0.09914 0.0565483 0.0259182
threshold=0.16993500000000003 0.35004500000000011 -0.085784999999999986 -0.0098549999999999974 0.31392000000000003 -0.5103049999999999 -0.10998999999999999 -0.14164999999999997 0.084895000000000012 -0.46483499999999994 0.12336000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 7 -7 -8 -6 -11
right_child=-2 -3 3 4 9 6 8 -9 -10 10 -12
leaf_value=0.0087558665854822731 -0.0059936534094400988 -0.0027486957445925961 -0.0046620258271646096 0.012048984028403591 0.0054395190165394533 0.003978928340254346 0.0036137472420284858 -0.0026531120522880996 0.0083424277081777035 -0.0032802882960513888 0.0015977672014800316
leaf_weight=88 76 63 85 54 52 216 1936 126 135 71 54
leaf_count=88 76 63 85 54 52 216 1936 126 135 71 54
internal_value=0 0.00334693 0.00348389 0.00331323 0.0035703 0.00377051 0.0035845 0.00153029 0.00392286 0.000769683 -0.0011586
internal_weight=0 2880 2817 2729 2644 2467 2413 342 2071 177 125
internal_count=2956 2880 2817 2729 2644 2467 2413 342 2071 177 125
is_linear=0
shrinkage=0.16829


Tree=9435
num_leaves=27
num_cat=0
split_feature=1 2 16 2 160 48 48 49 52 16 1 49 14 0 42 13 52 16 16 13 52 1446 1 13 13 1
split_gain=10.6796 2.18094 1.14873 0.872751 0.606261 0.529889 0.454435 0.423318 0.416415 0.432532 0.432267 0.329295 0.242336 0.250185 0.239449 0.222749 0.215501 0.178177 0.179648 0.108888 0.0964751 0.0905528 0.082869 0.0418092 0.0726175 0.0394237
threshold=0.10398500000000001 0.12026500000000001 0.24100000000000002 0.095850000000000005 -0.54243999999999992 0.12370000000000002 -0.078159999999999993 -0.013329999999999998 -0.049669999999999999 -0.33811499999999994 0.11539500000000001 0.12314000000000001 0.076450000000000004 -0.11073999999999999 0.084145000000000011 -0.09219999999999999 -0.22711499999999998 -0.039209999999999995 0.14976500000000001 0.0031100000000000004 -0.49865999999999994 0.08679000000000002 0.092695000000000013 -0.080519999999999994 0.0031100000000000004 0.13257000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 -1 15 -6 -5 -2 10 -10 16 13 -8 22 -3 19 23 -19 -9 -4 -16 -15 -18 -25 -17
right_child=1 5 20 7 6 -7 12 11 9 -11 -12 -13 -14 14 21 25 17 18 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=0.0014010748496389688 0.00042451936900635205 7.8295120207900066e-05 0.0011225714493197181 0.00072195216627502141 0.00079956882687729663 0.00057238204819553109 0.00090874641195395011 0.0010359033247286367 0.00080578723541036002 0.00087842878194366477 0.00043077411258549787 0.00072664578791864368 0.0012871273397949215 0.0011442949796989907 0.0010329604417248358 0.00026132920619698752 0.00093798359797234089 0.00075908012582712842 0.0010036542912918267 0.0012394428795281726 0.00091481085501258054 0.0011688089319961271 0.001004879734507568 0.0011141373557525323 0.00095245108937487034 0.00038868964350977607
leaf_weight=65 88 66 52 85 64 69 93 72 56 86 85 53 64 622 648 60 52 77 60 53 52 63 55 91 52 52
leaf_count=65 88 66 52 85 64 69 93 72 56 86 85 53 64 622 648 60 52 77 60 53 52 63 55 91 52 52
internal_value=0 0.000572758 0.00071781 0.00104814 0.00108685 0.000326555 0.00107414 0.000939148 0.000618248 0.000693195 0.000579965 0.000975278 0.00108549 0.00107675 0.00108798 0.000231065 0.00100404 0.000959333 0.00086645 0.00112249 0.00101903 0.00104505 0.00113302 0.00102441 0.00105559 0.000320775
internal_weight=0 666 419 2269 1674 247 1609 595 315 227 141 510 1545 1481 1388 178 457 332 137 125 104 711 677 195 143 112
internal_count=2935 666 419 2269 1674 247 1609 595 315 227 141 510 1545 1481 1388 178 457 332 137 125 104 711 677 195 143 112
is_linear=0
shrinkage=0.0032998


Tree=9436
num_leaves=16
num_cat=0
split_feature=3 1456 14 3 4 3 4 4 14 1456 2 4 3 15 42
split_gain=0.21863 0.117218 0.122202 0.11622 0.126916 0.238481 0.0817926 0.107584 0.0735893 0.0696539 0.0895711 0.0805472 0.127496 0.0641565 0.0431131
threshold=0.35004500000000011 -0.15824499999999997 -0.07279999999999999 0.092005000000000017 -0.057674999999999997 0.12955000000000003 0.27644500000000005 0.41823000000000005 -0.45282499999999992 -0.078969999999999985 0.086625000000000021 -0.078704999999999983 -0.082439999999999986 -0.094489999999999977 0.09364500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 6 -5 -6 9 -8 -3 10 -4 12 -11 -13 -9
right_child=-2 2 3 4 5 -7 7 14 -10 11 -12 13 -14 -15 -16
leaf_value=0.0096354078695987874 -0.0059882247641672506 0.0044171469643201093 0.0041725738486086154 0.0052018159091320286 -0.0091482729857374403 0.0037560638085178352 -0.0063738588654552626 0.0061952798658072008 0.013354167988384067 0.0036259036576831243 -0.0056089403185759596 0.0023712797846589619 -0.0013966791739580984 0.0051764963287922669 -0.00053337630903184906
leaf_weight=83 72 54 54 74 88 75 55 53 52 604 52 297 187 1081 54
leaf_count=83 72 54 54 74 88 75 55 53 52 604 52 297 187 1081 54
internal_value=0 0.0033926 0.00320557 0.00298241 -0.000568843 -0.00319967 0.00332851 -0.000314906 0.0088183 0.00358874 -0.000608956 0.00379471 0.00243625 0.00457319 0.00278272
internal_weight=0 2863 2780 2674 237 163 2437 162 106 2275 106 2169 791 1378 107
internal_count=2935 2863 2780 2674 237 163 2437 162 106 2275 106 2169 791 1378 107
is_linear=0
shrinkage=0.16829


Tree=9437
num_leaves=30
num_cat=0
split_feature=2 2 2 0 52 13 16 1454 2 0 0 2 2 16 2 0 13 16 0 1454 52 52 2 52 132 49 47 0 155
split_gain=4.33738 1.73757 0.968875 0.826791 0.789404 0.597482 0.317649 0.291598 0.254109 0.163438 0.254088 0.156524 0.18562 0.148657 0.144111 0.137665 0.126999 0.135476 0.114936 0.102961 0.0740495 0.102847 0.0648125 0.0534052 0.052449 0.0603275 0.0341326 0.0715197 0.0322368
threshold=0.11366500000000002 -1.0000000180025095e-35 0.095850000000000005 -0.13843999999999998 -0.41694999999999993 -0.10939499999999998 -0.059289999999999995 0.077440000000000023 0.14132000000000003 -0.10934999999999999 -0.062109999999999992 0.072175000000000017 0.088555000000000009 -0.15693499999999996 0.10556500000000001 -0.049024999999999992 -0.096079999999999985 -0.00083999999999999993 -0.089044999999999985 0.090210000000000026 -0.085254999999999984 0.0030150000000000008 -0.13746499999999998 0.23074000000000003 0.004745000000000001 -0.00078499999999999989 0.091680000000000011 -0.071749999999999994 0.094400000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 7 14 -2 13 22 11 9 -7 -11 18 16 -6 -4 -10 -13 -18 -3 -9 28 -22 -1 -23 25 -14 27 -20 -5
right_child=4 2 3 20 5 8 -8 19 15 10 -12 12 24 -15 -16 -17 17 -19 26 -21 21 23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00045690068004586949 0.00080461590945995174 0.00065373538479236856 0.0005467303393131075 0.00086038506217925835 0.00032013198559559806 0.00041653244863368104 0.00063321180209350615 0.0011215298461729481 0.00021448485217119434 0.00075340943987546312 0.000450308818409102 0.0010429343312261439 0.00070924340418441491 8.8004473162463034e-05 0.00030947765212186536 0.00045648320450822864 0.00085974560958469173 0.001014638191954476 0.00079724230838037688 0.00091037008120838157 0.00061484312038637774 0.00081343360853483333 0.00029657187082686567 0.00069315547332284835 0.00090098939511339615 0.00081160404138854575 0.00074223930161577089 0.00092737285806183641 0.00075287375141367763
leaf_weight=58 57 66 60 84 56 76 102 53 52 66 57 57 89 66 54 52 581 72 260 54 76 104 56 76 56 288 85 61 61
leaf_count=58 57 66 60 84 56 76 102 53 52 66 57 57 89 66 54 52 581 72 260 54 76 104 56 76 56 288 85 61 61
internal_value=0 0.000781972 0.000809288 0.000683359 0.000439388 0.000390321 0.000498918 0.000846929 0.000468912 0.000538289 0.000613235 0.000835752 0.000856964 0.000194844 0.000434657 0.000335823 0.000890259 0.000876878 0.000784312 0.00101529 0.000753974 0.000719045 0.000378452 0.000762845 0.000802288 0.000787533 0.000805452 0.000822081 0.000815399
internal_weight=0 2453 2237 515 482 425 216 1722 303 199 123 1615 1143 122 114 104 710 653 472 107 401 256 114 180 433 377 406 321 145
internal_count=2935 2453 2237 515 482 425 216 1722 303 199 123 1615 1143 122 114 104 710 653 472 107 401 256 114 180 433 377 406 321 145
is_linear=0
shrinkage=0.0032998


Tree=9438
num_leaves=20
num_cat=0
split_feature=3 151 15 1456 51 47 0 3 2 16 43 13 148 2 1 133 1 1 0
split_gain=0.169991 0.120388 0.128617 0.0767586 0.0606365 0.0761264 0.111665 0.134876 0.0899475 0.0880627 0.0737977 0.0823978 0.0676042 0.0719155 0.0610009 0.0597007 0.0529322 0.0276568 0.0208559
threshold=0.31351000000000001 0.05680000000000001 -0.016999999999999998 -0.15824499999999997 -0.084304999999999977 0.077065000000000008 -0.094139999999999988 -0.082004999999999981 0.087210000000000024 -0.14792499999999997 -0.090869999999999992 -0.085859999999999978 -0.07990499999999999 0.095195000000000016 0.10638500000000002 0.085235000000000019 0.094425000000000023 0.084675000000000014 -0.095554999999999987
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 10 6 7 9 -9 -6 -5 -12 -8 -14 16 17 18 -13 -7
right_child=-2 2 -4 4 5 14 12 8 -10 -11 11 15 13 -15 -16 -17 -18 -19 -20
leaf_value=0.008720334355757791 -0.0037366704108413229 0.0026214271516660542 -0.0079344396330480946 0.011314403780138637 -0.00050091712387927666 0.0082763029217750427 0.0094203348910601066 -0.0039493097995169941 0.0036870340739834787 -0.0094651074273783171 0.010611678753007047 0.0080355015684052088 0.0039009118581574691 0.0010750954380436197 0.0091055130801103099 -1.1725696928579902e-05 -0.00059387550944671106 0.0038048004461281389 0.004138948667773746
leaf_weight=83 97 85 53 52 76 53 52 53 244 53 54 62 1064 338 97 96 53 161 109
leaf_count=83 97 85 53 52 76 53 52 53 244 53 54 62 1064 338 97 96 53 161 109
internal_value=0 0.00341926 -0.00141962 0.00366724 0.00350629 0.00314761 0.00274171 0.000340875 0.00231827 -0.00419781 0.00535205 0.00451602 0.00344388 0.00322093 0.00558765 0.00347852 0.00399216 0.00498911 0.00550362
internal_weight=0 2838 138 2700 2617 2192 1880 426 297 129 425 373 1454 1402 312 319 215 223 162
internal_count=2935 2838 138 2700 2617 2192 1880 426 297 129 425 373 1454 1402 312 319 215 223 162
is_linear=0
shrinkage=0.16829


Tree=9439
num_leaves=11
num_cat=0
split_feature=457 44 12 48 1456 39 12 43 1204 448
split_gain=0.124895 0.130712 0.118549 0.108307 0.0831769 0.084345 0.0844307 0.133138 0.0728497 0.0540916
threshold=-0.10142499999999997 1.0000000180025095e-35 -0.19698999999999997 -0.078159999999999993 -0.15824499999999997 0.10519000000000002 0.086445000000000008 -0.085264999999999994 -0.085189999999999974 -0.075414999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 9 -5 6 7 -6 -8 -4
right_child=1 -3 3 4 5 -7 8 -9 -10 -11
leaf_value=-0.0049412411523811128 -0.0052977903419493882 0.011177719916880472 0.0016686223173622752 0.0086326309234073702 0.0050094604497038127 0.0079900436526945898 -0.0025520133534291606 0.00045028381566218764 0.0037266122621628503 -0.0056988813071683214
leaf_weight=60 52 52 52 73 236 88 54 789 1418 61
leaf_count=60 52 52 52 73 236 88 54 789 1418 61
internal_value=0 0.00280613 0.00265129 0.00280111 0.00301833 0.00285909 0.00267755 0.00150176 0.00349506 -0.00229263
internal_weight=0 2875 2823 2771 2658 2585 2497 1025 1472 113
internal_count=2935 2875 2823 2771 2658 2585 2497 1025 1472 113
is_linear=0
shrinkage=0.16829


Tree=9440
num_leaves=21
num_cat=0
split_feature=1456 2 0 4 13 48 106 402 4 402 3 2 0 3 48 4 3 2 16 2
split_gain=0.0819664 0.075875 0.0641823 0.0649217 0.0873091 0.0984643 0.0606575 0.0562532 0.121906 0.117259 0.0724617 0.194636 0.142168 0.0739048 0.103651 0.0908784 0.0689168 0.0722776 0.0383119 0.0133318
threshold=-0.11497999999999998 0.11454500000000002 -0.0033699999999999993 -0.03463999999999999 -0.083514999999999992 0.036755000000000003 0.085275000000000004 0.089020000000000002 -0.084384999999999988 0.085200000000000012 -0.12077499999999998 0.081935000000000022 -0.014704999999999998 1.0000000180025095e-35 0.090935000000000016 -0.095479999999999982 -0.082879999999999995 0.087405000000000024 -0.061024999999999989 0.13775000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 -3 5 -5 7 9 -9 10 11 -2 -13 15 -15 -12 -10 -18 19 -6
right_child=1 2 -4 4 18 -7 -8 8 16 -11 13 12 -14 14 -16 -17 17 -19 -20 -21
leaf_value=-0.0021235809688548374 0.014447643932773192 0.0058696321025174802 -0.004703565803074755 0.0079425809731264591 0.0021356072019332638 -0.0015356813991062215 -0.0021832457178488553 0.012539606220875453 -0.0013621660985130267 -0.0047256729422713696 -0.0043627885475369006 -0.0023551550026398053 0.0076255029086463536 0.0071524646350706617 -0.00082560734397322958 0.0027161629499290346 0.0095082416989313162 0.001302362008418883 -0.0042961429340944201 -0.0015172115030507073
leaf_weight=97 59 80 52 74 59 53 57 58 54 53 53 73 90 218 58 1494 68 56 88 54
leaf_count=97 59 80 52 74 59 53 57 58 54 53 53 73 90 218 58 1494 68 56 88 54
internal_value=0 0.00284067 0.000856006 0.00156898 0.000514566 0.00397294 0.00322174 0.00335451 0.0058264 0.00307559 0.00327866 0.00615667 0.00314462 0.00292719 0.0054694 0.00247248 0.00362885 0.00581685 -0.00166164 0.000374113
internal_weight=0 2851 460 408 328 127 2391 2334 236 2098 2045 222 163 1823 276 1547 178 124 201 113
internal_count=2948 2851 460 408 328 127 2391 2334 236 2098 2045 222 163 1823 276 1547 178 124 201 113
is_linear=0
shrinkage=0.16829


Tree=9441
num_leaves=16
num_cat=0
split_feature=41 3 10 133 133 4 4 15 3 160 160 3 3 15 43
split_gain=0.057904 0.106114 0.0899543 0.0567781 0.0638281 0.0564504 0.05499 0.0710733 0.078495 0.0388091 0.0630382 0.0266898 0.0407767 0.0353 0.0177286
threshold=0.078150000000000011 -0.13392999999999997 -0.089679999999999982 -0.080744999999999983 -0.035699999999999989 -0.085799999999999987 0.51326500000000019 -0.23160499999999998 0.085090000000000013 -0.54883999999999988 -0.10994 -0.086284999999999987 -0.081404999999999991 -0.11124499999999998 0.0049250000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 -5 -4 7 8 -6 -9 -11 -7 -13 -14 -15
right_child=1 -3 3 4 6 11 -8 9 -10 10 -12 12 13 14 -16
leaf_value=-0.0043312346337704838 0.0022188991456703316 0.01160596396620639 0.0091163428390528527 -0.0023156231864580753 -0.0064613243205579032 0.00015190151837262214 0.0065641404362298574 0.0065387606324739909 0.0024906328407717513 -0.00054609528725488949 0.0023498507713848836 0.0075139557944682396 0.0062930708314485164 0.0037709473302208691 0.00038884182759635984
leaf_weight=61 101 52 53 99 59 67 74 55 52 242 1712 69 64 72 116
leaf_count=61 101 52 53 99 59 67 74 55 52 242 1712 69 64 72 116
internal_value=0 0.00542102 0.00205051 0.00219355 0.00185574 0.00394594 0.00204479 0.00188619 -0.00225143 0.00211569 0.00199027 0.00323504 0.00387297 0.0028689 0.00169367
internal_weight=0 153 2795 2734 2293 441 2194 2120 111 2009 1954 388 321 252 188
internal_count=2948 153 2795 2734 2293 441 2194 2120 111 2009 1954 388 321 252 188
is_linear=0
shrinkage=0.16829


Tree=9442
num_leaves=26
num_cat=0
split_feature=1 12 2 151 12 51 16 150 51 4 3 1 1456 157 51 16 12 51 10 1 15 15 4 43 43
split_gain=0.0776398 0.125851 0.252913 0.102306 0.102151 0.0924707 0.0891097 0.0690406 0.0988948 0.0816919 0.0930702 0.0557301 0.0534919 0.0501694 0.0455708 0.0702682 0.120068 0.0505494 0.0428114 0.0752822 0.0684218 0.0375916 0.0332942 0.0276369 0.0265998
threshold=0.092395000000000019 0.083785000000000012 0.084045000000000022 -0.084639999999999979 0.084130000000000024 0.077730000000000007 -0.08267999999999999 0.083205000000000015 -0.014829999999999998 -0.16236499999999995 -0.11749 0.078705000000000011 -0.0083149999999999977 -0.07692499999999998 -0.06533499999999999 -0.044939999999999987 0.090885000000000007 -0.13579499999999997 -0.084514999999999993 0.13857500000000003 -0.12776499999999999 -0.083029999999999979 0.082475000000000007 -0.08799499999999999 -0.041739999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -3 11 -2 9 -9 -6 -11 23 21 -5 17 18 -17 24 -16 20 -20 -12 -14 -4 -15
right_child=3 4 5 13 7 -7 -8 8 -10 10 12 -13 22 14 15 16 -18 -19 19 -21 -22 -23 -24 -25 -26
leaf_value=0.013089391097073376 0.0014456879570238907 -0.0046073452766570164 0.00015229417739024543 -0.0023219144384182535 -0.0042806939319695878 0.0090903715791104105 -0.0075446068469738215 0.0012166844415625335 0.011493984453314572 0.0083280934400361255 0.0021078872854020715 -0.0022895830767173031 0.0023716509147182069 -0.00057496090422892005 -0.0024232725339630528 -0.0074423343515427395 0.0023578315780021192 0.0084278899109438248 -0.0012660866450557547 0.0085469747336282108 0.0036080810638857859 -0.0036489349408263109 -0.00098364415448577388 0.0050222748885104303 0.0047809100828691154
leaf_weight=89 53 67 53 96 60 53 75 55 52 64 52 80 1081 52 52 66 76 55 130 54 217 83 90 91 52
leaf_count=89 53 67 53 96 60 53 75 55 52 64 52 80 1081 52 52 66 76 55 130 54 217 83 90 91 52
internal_value=0 0.00246097 0.00527943 0.000623935 0.00181674 0.0027636 -0.00380803 0.00209794 0.00622805 0.00178765 0.00205472 0.00125862 0.00174593 0.00129345 0.00175614 0.00107579 -0.00218452 0.00429084 0.00210175 0.00269301 0.00177685 -0.00141818 0.00211224 0.00324233 0.0020857
internal_weight=0 1970 366 978 1604 277 128 1537 107 1430 1370 224 1306 850 754 595 142 159 453 401 347 135 1171 144 104
internal_count=2948 1970 366 978 1604 277 128 1537 107 1430 1370 224 1306 850 754 595 142 159 453 401 347 135 1171 144 104
is_linear=0
shrinkage=0.16829


Tree=9443
num_leaves=22
num_cat=0
split_feature=2 15 39 2 2 2 150 12 41 2 12 0 157 157 47 2 12 52 42 47 12
split_gain=3.44231 1.59059 0.783836 0.574152 0.374094 0.370141 0.54417 0.3533 0.270812 0.188828 0.163768 0.125586 0.109678 0.127643 0.107105 0.0825701 0.110391 0.0767494 0.0575968 0.0564133 0.0302713
threshold=0.12026500000000001 -0.38214499999999996 0.0047850000000000011 0.15305000000000002 -0.007134999999999999 0.099845000000000003 1.0000000180025095e-35 0.089485000000000023 0.078150000000000011 0.096325000000000008 0.090285000000000018 -0.11991499999999998 -0.081534999999999982 -0.06266999999999999 0.10347500000000001 0.11366500000000002 0.097145000000000023 0.042815000000000006 0.083785000000000012 0.086165000000000005 -0.079404999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 5 7 -4 8 11 17 10 -6 12 -7 18 -14 19 16 -13 -2 -3 -12 -1
right_child=3 2 4 -5 9 6 -8 -9 -10 -11 14 15 13 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00024031554942782063 0.00027228195925585647 0.00092535338470154575 0.0003033598198707478 0.00012729825352927825 0.00074410974175824756 0.00053953723179575933 0.00036348621438345304 0.00059189054808453552 0.00093979914398630883 0.00048969474401396929 0.0007028441421377549 0.0008029059100190417 0.00058729997975825966 0.00075876840244634583 0.00057913070093712818 0.00061988689161675465 0.00065565725741672154 0.00043155918311067574 0.00079663429470756592 0.00081912348381560883 0.0003553478002138997
leaf_weight=54 97 61 65 99 62 54 66 89 78 68 547 148 52 870 76 80 95 52 129 54 52
leaf_count=54 97 61 65 99 62 54 66 89 78 68 547 148 52 870 76 80 95 52 129 54 52
internal_value=0 0.000693576 0.00071034 0.000338988 0.000508835 0.000727335 0.000641026 0.000426896 0.000747795 0.000611302 0.000739404 0.00068952 0.000764376 0.000749136 0.000698335 0.000714486 0.000745485 0.000328105 0.000838145 0.00071335 0.000297079
internal_weight=0 2611 2505 337 195 2310 443 238 1867 130 1789 377 1112 922 677 323 243 149 190 601 106
internal_count=2948 2611 2505 337 195 2310 443 238 1867 130 1789 377 1112 922 677 323 243 149 190 601 106
is_linear=0
shrinkage=0.0032998


Tree=9444
num_leaves=17
num_cat=0
split_feature=4 123 13 12 12 4 480 42 16 16 16 12 12 16 13 4
split_gain=7.5095 2.03556 0.870208 0.676001 0.420788 0.303277 0.255447 0.255347 0.193352 0.17211 0.15679 0.143382 0.185245 0.127352 0.117325 0.0919038
threshold=0.27998000000000006 0.081180000000000016 -0.16392499999999996 0.13642500000000005 -0.083979999999999985 0.024470000000000002 -0.060589999999999998 0.088805000000000009 -0.43708999999999992 -0.47730499999999992 -0.0096749999999999978 -1.0000000180025095e-35 0.090285000000000018 -0.5103049999999999 -0.00045499999999999995 0.061835000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 9 6 -4 13 -7 -2 -3 -8 -13 -6 15 -10
right_child=4 10 3 -5 7 8 11 -9 14 -11 -12 12 -14 -15 -16 -17
leaf_value=0.00055076781150844266 0.00027665274002191084 0.00058354985261438702 0.00069521787586033254 0.00050889338957328385 0.00055997084714496759 0.00092727369942940442 0.00075070540294526803 0.0002033941692670948 0.00088813593496260578 8.7369179495064621e-06 0.00037484673445088013 0.00094434169656705221 0.00087511706759225278 0.00037551305738209062 0.00066042722275945693 0.00073558862856906943
leaf_weight=92 52 82 63 53 77 100 61 57 84 53 78 1086 724 91 96 99
leaf_count=92 52 82 63 53 77 100 61 57 84 53 78 1086 724 91 96 99
internal_value=0 0.000843165 0.000866658 0.000878926 0.000314766 0.00088739 0.000904259 0.000395348 0.000801216 0.000141755 0.000482027 0.000911279 0.000916671 0.000460266 0.000755907 0.000805803
internal_weight=0 2618 2458 2366 330 2313 1934 225 379 105 160 1871 1810 168 279 183
internal_count=2948 2618 2458 2366 330 2313 1934 225 379 105 160 1871 1810 168 279 183
is_linear=0
shrinkage=0.0032998


Tree=9445
num_leaves=34
num_cat=0
split_feature=3 3 16 43 3 42 3 52 16 52 132 52 43 43 42 49 3 3 1212 3 52 3 42 16 160 3 16 3 160 42 49 42 42
split_gain=4.83518 1.92874 1.04883 1.03027 0.709237 0.524836 0.262675 0.25002 0.209685 0.206159 0.195663 0.182893 0.153153 0.136239 0.13025 0.113775 0.149427 0.0905167 0.0851792 0.104107 0.0992847 0.077238 0.066382 0.0625015 0.0582316 0.0714003 0.0752954 0.0513661 0.0497066 0.0450539 0.0554664 0.0367357 0.0270438
threshold=-0.049204999999999992 0.28833000000000003 -0.25397999999999993 -0.033049999999999989 -0.15041499999999997 -1.0000000180025095e-35 0.11878500000000002 0.008405000000000001 -0.0043399999999999992 0.023800000000000005 0.091570000000000012 -0.0064899999999999992 -0.081139999999999976 -0.08595499999999999 0.081180000000000016 -0.011369999999999998 -0.081084999999999977 -0.23394499999999999 0.086550000000000002 -0.14186499999999996 0.0030150000000000008 -0.10337499999999998 0.091005000000000016 -0.098494999999999985 -0.064339999999999994 -0.080234999999999987 -0.067169999999999994 0.088880000000000015 -0.42038999999999993 0.097895000000000024 0.036605000000000006 0.084515000000000021 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 2 2 2 2
left_child=2 3 4 5 -1 -2 9 -6 15 11 12 27 21 -7 -15 -4 18 -14 19 -17 -20 -10 -21 -3 28 -26 -27 -5 -18 30 -19 -23 -33
right_child=1 23 8 6 7 13 -8 -9 10 -11 -12 -13 17 14 -16 16 24 29 20 22 -22 31 -24 -25 25 26 -28 -29 -30 -31 -32 32 -34
leaf_value=0.0003081210355338112 0.00076523442035101176 0.00011758267696115135 0.00079418753435703954 0.00087112203874799559 0.00060467083442778064 0.00025855805835746988 0.00059128808055520132 0.00087868079918190637 0.0010338498639663222 0.00094404891642017603 0.00065049174120111958 0.00061340661601136457 0.00092091307287145386 0.0003424873075333776 0.00053760962202488557 0.0010730924553905698 0.00086968077759243929 0.00071666157972168879 0.0009095336189159 0.00090165248681485868 0.0010812531110436108 0.00080756961682493689 0.0010128289147495607 0.00026347995146168559 0.00073726510717040739 0.00091113429754112864 0.00078519400897174112 0.00074376272744461651 0.0010138834410988542 0.00086980781332771573 0.0008350702231805135 0.00096596892673484088 0.00086343825042317461
leaf_weight=53 54 59 88 77 68 56 100 81 54 72 57 83 66 69 85 53 65 138 63 500 103 53 73 73 59 168 83 75 53 54 71 72 65
leaf_count=53 54 59 88 77 68 56 100 81 54 72 57 83 66 69 85 53 65 138 63 500 103 53 73 73 59 168 83 75 53 54 71 72 65
internal_value=0 0.000563544 0.000863979 0.000635296 0.000637087 0.000474379 0.000739589 0.000753866 0.000887611 0.00078778 0.000837463 0.000739752 0.000856 0.00039942 0.000450413 0.000911737 0.000920188 0.000808647 0.000947534 0.000929245 0.00101629 0.000919705 0.000915878 0.000198535 0.000869501 0.000844551 0.000869629 0.000808512 0.000934748 0.00078034 0.000757055 0.000887078 0.00091758
internal_weight=0 803 2140 671 202 264 407 149 1938 307 630 235 573 210 154 1308 1220 329 792 626 166 244 573 132 428 310 251 152 118 263 209 190 137
internal_count=2943 803 2140 671 202 264 407 149 1938 307 630 235 573 210 154 1308 1220 329 792 626 166 244 573 132 428 310 251 152 118 263 209 190 137
is_linear=0
shrinkage=0.0032998


Tree=9446
num_leaves=21
num_cat=0
split_feature=1 0 11 3 403 0 1210 41 11 151 12 0 1212 1212 48 1 123 1 12 12
split_gain=0.190656 0.110216 0.0754249 0.0855303 0.0805978 0.0827613 0.123259 0.0773479 0.0703663 0.0671134 0.0692415 0.0643733 0.0613554 0.078775 0.0507687 0.0503724 0.0471459 0.0310569 0.0278768 0.0268863
threshold=0.11366000000000001 0.019150000000000004 0.091445000000000012 -0.24149499999999999 -0.076004999999999989 -0.071749999999999994 -0.079004999999999978 0.079395000000000007 1.0000000180025095e-35 -0.092954999999999982 0.083705000000000016 -0.041534999999999996 0.040035000000000008 0.091900000000000009 0.036755000000000003 0.12765500000000005 0.085110000000000005 0.13752500000000004 0.09253500000000002 0.088725000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 -1 5 6 -5 8 9 10 -6 14 19 -14 15 18 -11 -17 -2 -8
right_child=1 -3 -4 4 7 -7 12 -9 -10 16 -12 -13 13 -15 -16 17 -18 -19 -20 -21
leaf_value=-0.0024224542673059535 0.0070143750490192069 -0.006921103958186672 0.0099949892513022214 -0.002739498193154315 0.011891994212977418 0.010525940566794909 0.005819668856190373 -0.0017472366748004311 0.0094873890516095124 0.0029691858134859332 0.0040800698782779317 0.0061481047897710564 0.011514174539612039 0.0039280117358034524 -0.0030342827398076879 -0.0038551472135063972 0.0079188453923429471 0.0016058613535613838 0.0015517985987925503 0.0019974528848105341
leaf_weight=61 52 55 57 53 52 88 112 78 57 1538 87 61 95 67 97 53 57 66 56 101
leaf_count=61 52 55 57 53 52 88 112 78 57 1538 87 61 95 67 97 53 57 66 56 101
internal_value=0 0.000121274 0.00392409 0.00378189 0.00394133 0.00580823 0.00483404 0.00342494 0.0036512 0.00345832 0.00701544 0.00113199 0.00590922 0.00838778 0.000182058 0.00156436 0.0031472 -0.000811255 0.00419856 0.00401569
internal_weight=0 440 2503 2446 2385 516 428 1869 1791 1734 139 385 375 162 324 227 1595 119 108 213
internal_count=2943 440 2503 2446 2385 516 428 1869 1791 1734 139 385 375 162 324 227 1595 119 108 213
is_linear=0
shrinkage=0.16829


Tree=9447
num_leaves=23
num_cat=0
split_feature=4 0 2 2 2 52 2 403 13 1 50 2 52 52 1 4 50 2 4 0 0 4
split_gain=0.173313 0.23595 0.126233 0.0936794 0.0932867 0.082478 0.0771702 0.0745802 0.0715289 0.0705039 0.0641175 0.113656 0.0555895 0.0553925 0.0782439 0.0476427 0.0510221 0.0414476 0.0454129 0.0336511 0.0885351 0.0251057
threshold=-0.082274999999999987 0.0088250000000000012 0.10859000000000001 0.095195000000000016 -0.084369999999999987 -0.12005499999999998 -0.012574999999999998 0.090530000000000013 0.0057500000000000008 0.10509 0.11028500000000001 0.089725000000000013 0.088485000000000008 -0.013914999999999999 0.11338500000000001 0.26846000000000009 -0.10146999999999999 1.0000000180025095e-35 0.41464000000000006 -0.08645499999999999 -0.083414999999999975 0.022635000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 7 -2 -5 -6 8 12 10 15 -12 19 14 -11 16 -8 -15 -19 -1 -21 -16
right_child=1 -3 -4 5 6 -7 9 -9 -10 13 11 -13 -14 17 21 -17 -18 18 -20 20 -22 -23
leaf_value=0.00049762640159735773 -0.0037394415936604303 -0.0075352521700566789 -0.00092692734289523686 0.0061184841026580292 0.0088755279608962838 0.015313062301528742 0.0080833584813357028 -0.00096373064329158611 0.010260513808809104 -0.0071915362738408442 -0.004430328659056711 0.0045321327474914319 0.0090578650897606226 0.0054966961438505414 -0.0018936034956847576 0.0080735563738121695 0.0028789871849294484 -0.0025563369085395333 0.0029611211697508515 0.0098039276245068478 0.0024361888843936934 0.0026126426411232652
leaf_weight=73 68 70 85 61 54 52 56 53 80 52 86 75 67 75 67 57 1344 70 106 67 152 73
leaf_count=73 68 70 85 61 54 52 56 53 80 52 86 75 67 75 67 57 1344 70 106 67 152 73
internal_value=0 0.00207613 0.00512759 0.00598119 0.00238515 0.0103655 0.00258292 0.00497057 0.00569111 0.00241717 0.00293246 -0.00024411 0.00466785 0.000531112 -0.00161515 0.0032847 0.00308845 0.00218003 0.00075647 0.0036544 0.00469845 0.000443249
internal_weight=0 2253 690 605 2183 113 2115 492 439 2061 1618 161 359 443 192 1457 1400 251 176 292 219 140
internal_count=2943 2253 690 605 2183 113 2115 492 439 2061 1618 161 359 443 192 1457 1400 251 176 292 219 140
is_linear=0
shrinkage=0.16829


Tree=9448
num_leaves=19
num_cat=0
split_feature=1212 52 403 2 42 51 2 52 12 3 2 402 12 1212 41 49 3 1212
split_gain=0.0772848 0.0921058 0.0839142 0.0659837 0.0977769 0.0624803 0.10167 0.0815007 0.146288 0.0779546 0.104455 0.0554537 0.0879454 0.0733614 0.0695561 0.0491875 0.0412069 0.0353191
threshold=0.086260000000000017 0.085175000000000015 -0.5407249999999999 0.14132000000000003 0.095215000000000008 0.024640000000000006 0.090640000000000012 -0.082554999999999976 0.085845000000000019 -0.014924999999999999 0.079570000000000016 0.093135000000000009 -0.10468499999999999 -1.0000000180025095e-35 0.078610000000000013 0.15512500000000004 -0.086564999999999989 0.10932500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 -1 5 -5 11 9 -8 -9 10 -7 12 -4 -13 15 -14 -3 -2
right_child=1 16 3 4 -6 6 7 8 -10 -11 -12 13 14 -15 -16 -17 -18 -19
leaf_value=0.0077581607366865547 0.0044292622063113914 0.011686391713964996 0.0086378440436093544 -0.0046341434155851924 0.0037658844498020894 0.0089716098384824451 0.0012650546605959907 0.013722110972784635 0.0026568897689489331 -0.0040421885272771936 -0.00072821539981914008 0.0029063719317303531 0.0018558615721161568 -0.0042660359687251154 -0.0031432291894093987 0.0070284080495628025 0.0053133881418571012 -0.00060637428944304583
leaf_weight=71 96 60 55 101 64 56 55 79 60 55 71 70 1700 95 77 54 58 66
leaf_count=71 96 60 55 101 64 56 55 79 60 55 71 70 1700 95 77 54 58 66
internal_value=0 0.00498695 0.00204211 0.00188484 -0.00136506 0.00210653 0.00410431 0.00678676 0.00895868 0.00123513 0.00353473 0.00173941 0.00199859 -0.00121231 0.00179818 0.00201613 0.00856912 0.00236662
internal_weight=0 280 2663 2592 165 2427 376 194 139 182 127 2051 1886 165 1831 1754 118 162
internal_count=2943 280 2663 2592 165 2427 376 194 139 182 127 2051 1886 165 1831 1754 118 162
is_linear=0
shrinkage=0.16829


Tree=9449
num_leaves=20
num_cat=0
split_feature=4 3 39 4 3 3 0 0 0 4 0 0 4 0 4 4 42 42 3
split_gain=4.57476 1.52162 0.940974 0.366013 0.474485 0.222964 0.226384 0.215403 0.143692 0.238578 0.141265 0.131757 0.111033 0.100203 0.112585 0.106934 0.0993622 0.186439 0.071855
threshold=0.31392000000000003 0.28833000000000003 0.08252000000000001 -0.082274999999999987 0.095880000000000007 0.35004500000000011 -0.105195 -0.049024999999999992 0.064400000000000013 -0.4950449999999999 -0.036459999999999992 -0.076734999999999984 -0.017399999999999995 -0.091829999999999981 -0.37626499999999991 -0.091059999999999988 0.090045000000000014 -0.051634999999999993 -0.083104999999999984
decision_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 7 6 -2 16 13 -10 -8 -4 -13 -1 -15 -16 17 -5 -18
right_child=5 -3 11 4 -6 -7 10 -9 9 -11 -12 12 -14 14 15 -17 18 -19 -20
leaf_value=0.00093422516144923756 0.00043773449203005652 0.00021784770824640249 0.00058321247053349276 0.00066394765070882386 0.0004404158385479296 7.8807045812783071e-05 0.0001600809702068603 0.0005139710205052209 0.00083849308324935082 0.00052968436002079941 0.00035735813176877455 0.00052572739269577068 0.00031233997556674476 0.00091258094142707363 0.00066234470110133241 0.00080403877085435168 0.0005614754184130017 0.00076433563726728201 0.00069510279609594238
leaf_weight=74 103 71 98 277 73 52 99 58 56 55 67 52 57 82 77 287 52 813 440
leaf_count=74 103 71 98 277 73 52 99 58 56 55 67 52 57 82 77 287 52 813 440
internal_value=0 0.000695051 0.000708319 0.000727185 0.000701983 0.000277512 0.000315792 0.000713605 0.000795544 0.000685797 0.000239917 0.000494524 0.000414463 0.000818903 0.00079969 0.000774162 0.000720901 0.000738857 0.000681051
internal_weight=0 2622 2551 2344 1713 321 269 1640 631 111 166 207 109 520 446 364 1582 1090 492
internal_count=2943 2622 2551 2344 1713 321 269 1640 631 111 166 207 109 520 446 364 1582 1090 492
is_linear=0
shrinkage=0.0032998


Tree=9450
num_leaves=26
num_cat=0
split_feature=1 3 3 4 2 2 4 40 4 2 0 34 133 1 0 0 1 1 0 402 133 484 4 4 3
split_gain=5.46455 1.01604 0.653015 0.532732 0.427851 0.404406 0.226673 0.226661 0.185527 0.179376 0.196794 0.155332 0.146515 0.159309 0.140176 0.127444 0.11499 0.0817443 0.0816556 0.0558707 0.0646981 0.0511869 0.0512841 0.0662704 0.0378895
threshold=0.10575500000000002 -0.063264999999999988 0.093925000000000022 0.41377500000000006 -1.0000000180025095e-35 0.091235000000000024 -0.047714999999999987 -0.07334499999999998 -0.019794999999999997 0.11934000000000002 -0.10462499999999998 -0.010739999999999998 -0.05763999999999999 1.0000000180025095e-35 -0.12259499999999998 -0.051824999999999989 0.080320000000000016 0.117245 -0.10028499999999999 0.10872000000000002 0.11524500000000001 0.0045600000000000007 -0.082274999999999987 -0.077654999999999988 -0.077054999999999985
decision_type=2 2 2 2 2 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 17 -1 16 -3 -7 -4 11 -11 -8 24 15 -13 -14 18 -2 -6 20 -20 22 -18 -24 -9
right_child=1 6 8 -5 5 7 9 12 -10 10 -12 14 13 -15 -16 -17 21 -19 19 -21 -22 -23 23 -25 -26
leaf_value=0.00055427181279689647 0.00076848061387518147 0.00052200809984542969 0.00066412225461835262 0.00031874573487916381 0.00094156803646409189 0.00052491187048725983 0.00021403799184920429 0.00057551398997577274 0.00039583119349444543 0.00032574989713871522 0.00011086803961818185 0.00032989955880276711 0.00076537873653049929 0.00089175520044037615 0.00056125445269303428 0.00061580862328525427 0.00086674700264815954 0.00060995654850271692 0.00083325721584118835 0.00093505979739417892 0.00072781274685391258 0.00067265445904615023 0.00068586408729164267 0.00079854721873224828 0.00069058323156186065
leaf_weight=92 88 52 53 54 85 59 52 57 62 92 95 66 368 93 52 78 79 65 702 57 76 52 84 224 88
leaf_count=92 88 52 53 54 85 59 52 57 62 92 95 66 368 93 52 78 79 65 702 57 76 52 84 224 88
internal_value=0 0.000413153 0.0007631 0.000601721 0.000775838 0.000785518 0.00031763 0.000723213 0.000519785 0.000287762 0.000216774 0.000365641 0.000740266 0.00076567 0.000432151 0.0007393 0.000819556 0.000701364 0.000840976 0.000830694 0.000823002 0.000774587 0.000788193 0.00076793 0.000645592
internal_weight=0 616 2309 207 2194 2102 409 743 115 357 187 170 684 539 118 446 1359 153 920 835 778 439 387 308 145
internal_count=2925 616 2309 207 2194 2102 409 743 115 357 187 170 684 539 118 446 1359 153 920 835 778 439 387 308 145
is_linear=0
shrinkage=0.0032998


Tree=9451
num_leaves=35
num_cat=0
split_feature=2 1 4 16 14 48 3 13 33 43 3 133 16 49 49 3 49 2 50 43 1 16 13 13 13 16 482 2 133 13 2 39 4 403
split_gain=0.187435 0.153539 0.0989742 0.160885 0.172106 0.465469 0.0977238 0.0597905 0.0576582 0.0574583 0.0471077 0.0486323 0.0453134 0.0732713 0.102916 0.0724814 0.0593602 0.0531671 0.0641194 0.0590725 0.0635833 0.0528452 0.0434117 0.126295 0.040636 0.040028 0.0393194 0.0347422 0.0375099 0.0345657 0.0322736 0.0256945 0.0236478 0.0145669
threshold=0.093670000000000017 0.089370000000000019 -0.16523499999999997 -0.116045 -0.40567999999999999 0.084795000000000023 0.10265000000000001 0.099195000000000019 0.085800000000000015 -0.060849999999999994 -0.075914999999999996 0.089180000000000023 -0.025214999999999998 0.0033550000000000003 0.089860000000000009 -0.015474999999999997 -0.016249999999999997 0.085225000000000009 0.11028500000000001 -0.0037599999999999995 0.085605000000000014 -0.094854999999999981 0.0066400000000000009 -0.012224999999999998 -0.055229999999999994 -0.075274999999999995 1.0000000180025095e-35 0.087515000000000023 -0.0043399999999999992 -0.080624999999999988 0.088245000000000004 0.085190000000000016 -0.080954999999999985 -0.073944999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 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 7 -3 6 -5 -6 31 9 12 10 11 -2 16 15 -15 22 -1 18 19 20 -18 30 23 26 29 -26 -14 28 -23 -11 -19 -4 -21 -29
right_child=1 2 3 4 5 -7 -8 -9 -10 24 -12 -13 13 14 -16 -17 17 21 -20 32 -22 27 -24 -25 25 -27 -28 33 -30 -31 -32 -33 -34 -35
leaf_value=-0.001431660182622263 0.0074480928497737287 0.00332274794958758 -0.0054368409241136425 0.0022524887442034814 -0.021712086368596079 -0.0018819929928340264 0.0045704524756884019 -0.0018052038124966375 -0.0018052441882506617 0.0021549754298006976 0.0093263461679450495 0.0011282301190908488 0.0058448888363258613 -0.0036778860377498237 0.0055224472551469329 0.0097235028881104621 -0.00077550142229370624 0.010754861162310218 -0.002385677991199508 0.0083218664365690455 0.0039409176156730182 0.0084636018525096994 0.0086831708864956048 -0.003609706029374193 0.0073243584718622745 0.0014613004935211972 0.0013172595822553389 0.0037069586508815871 0.0025982820049053287 -0.0038076188184502859 0.0053380587728092789 -0.00022908645402675153 0.0040018093965964721 0.00058316166431977997
leaf_weight=79 60 102 52 53 52 95 99 71 55 57 64 83 338 65 73 97 157 54 73 59 166 65 68 53 52 93 66 76 61 53 79 57 99 99
leaf_count=79 60 102 52 53 52 95 99 71 55 57 64 83 338 65 73 97 157 54 73 59 166 65 68 53 52 93 66 76 61 53 79 57 99 99
internal_value=0 0.000726579 -0.00135846 -0.00253317 -0.00594218 -0.00890894 0.000736096 0.00272501 0.0035415 0.00342511 0.00551212 0.00379248 0.00370345 0.00470066 0.00117594 0.00547978 0.00299147 0.00334696 0.00224811 0.0029551 0.00164285 0.00474549 0.00469228 0.00409452 0.0017239 0.0035763 0.00510967 0.00349994 0.0056383 -0.000701578 0.00755087 -0.00273 0.00562637 0.00195005
internal_weight=0 1043 510 408 200 147 208 533 1882 462 207 143 1827 760 138 622 1067 988 554 481 323 434 525 457 255 145 404 301 126 110 133 109 158 175
internal_count=2925 1043 510 408 200 147 208 533 1882 462 207 143 1827 760 138 622 1067 988 554 481 323 434 525 457 255 145 404 301 126 110 133 109 158 175
is_linear=0
shrinkage=0.16829


Tree=9452
num_leaves=23
num_cat=0
split_feature=3 1 4 3 2 39 1 2 3 4 3 1 12 1213 12 3 3 12 130 3 48 3
split_gain=0.141089 0.161698 0.0845362 0.0793997 0.0638712 0.0599375 0.0622599 0.0788156 0.172349 0.0707699 0.0606625 0.0557699 0.0551114 0.0489588 0.0556689 0.0462093 0.0413574 0.0401811 0.0387594 0.0377795 0.04555 0.020367
threshold=0.099330000000000016 0.10210500000000002 0.31392000000000003 0.0066850000000000008 0.11426500000000002 0.10189000000000001 0.077375000000000013 0.084145000000000011 -0.15624499999999999 -0.07879499999999999 -0.083574999999999997 0.12200500000000002 -0.16423499999999996 0.062550000000000008 0.090045000000000014 0.088880000000000015 -0.090104999999999977 0.079335000000000017 0.089015000000000025 0.13772500000000001 0.091045000000000015 -0.085074999999999998
decision_type=2 2 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 13 9 -9 16 -11 -6 -3 17 21 -5 -8 -1 -19 -14 -21 -15
right_child=1 12 4 15 11 -7 7 8 -10 10 -12 -13 19 14 -16 -17 -18 18 -20 20 -22 -23
leaf_value=0.0073674486915905587 -0.0089335279828170831 0.0054447603644216368 0.0026134905611823397 0.010294757632326641 -0.0072103618270097968 -0.0027614534889486095 0.0029379537431490706 0.0037578154864080157 -0.0061753856514533238 -0.00076647292771492845 0.0045040420522952651 0.00017537233514083113 0.0021466037706961566 0.010321001158448416 0.0015427943038591148 0.0034697897056172903 -0.0025122834163938076 0.0031620179618525191 0.00042190879050189037 0.00064856968040037817 -0.0063346576311030496 0.0059514727170017481
leaf_weight=57 63 53 88 61 56 58 63 95 103 74 360 59 75 56 58 54 105 1037 172 53 52 73
leaf_count=57 63 53 88 61 56 58 63 95 103 74 360 59 75 56 58 54 105 1037 172 53 52 73
internal_value=0 -0.00136716 0.00250465 0.00278086 -0.000787453 0.00256488 0.00270279 0.00150646 -0.00140038 0.00246552 0.00360124 -0.00340554 0.000670971 0.00336024 0.00591181 0.00710561 -0.00045775 0.00298193 0.00277368 -0.000724664 -0.00279268 0.00786225
internal_weight=0 296 2629 2426 203 2311 2253 800 198 602 434 115 233 1453 187 115 168 1266 1209 180 105 129
internal_count=2925 296 2629 2426 203 2311 2253 800 198 602 434 115 233 1453 187 115 168 1266 1209 180 105 129
is_linear=0
shrinkage=0.16829


Tree=9453
num_leaves=17
num_cat=0
split_feature=3 15 3 3 15 3 3 16 457 3 43 15 15 484 0 1213
split_gain=0.0975602 0.313475 0.0955486 0.0941623 0.0841209 0.0699953 0.0664791 0.100042 0.0495525 0.0584801 0.0577884 0.153005 0.0566019 0.0422693 0.09093 0.0429853
threshold=0.099330000000000016 -0.037394999999999991 0.13772500000000001 0.41110500000000005 -0.40166999999999992 -0.021559999999999996 0.0066850000000000008 -0.012119999999999997 0.084010000000000015 -0.084604999999999986 -0.22491499999999998 -0.070009999999999975 0.12625000000000003 0.086950000000000013 -0.084204999999999988 0.08900000000000001
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 -1 8 -8 10 -10 11 -6 13 15 -15 -12
right_child=1 -3 3 -5 6 -7 7 -9 9 -11 12 -13 -14 14 -16 -17
leaf_value=0.0017327340684257244 0.0087173690166089546 -0.0086361362186363859 -0.0032589150089962883 0.0056893774835706712 0.0061197285866941694 -0.0058633053698235391 0.0017567270691721812 0.011646765535431021 0.001505724769753543 0.0083157457046203632 0.0015554615273800545 -0.0051484183341991528 0.0075877118169193824 0.0096040246413670646 0.0012014664488270513 0.0046598935063882387
leaf_weight=70 56 103 80 57 52 67 65 53 68 77 1737 99 53 63 88 137
leaf_count=70 56 103 80 57 52 67 65 53 68 77 1737 99 53 63 88 137
internal_value=0 -0.00113504 0.00285883 0.000450984 0.00208395 -0.001969 0.00230748 0.00621409 0.00211255 0.00513447 0.00191516 -0.0012561 0.00214647 0.00200317 0.00471907 0.00178337
internal_weight=0 296 193 137 2629 137 2492 118 2374 145 2229 151 2078 2025 151 1874
internal_count=2925 296 193 137 2629 137 2492 118 2374 145 2229 151 2078 2025 151 1874
is_linear=0
shrinkage=0.16829


Tree=9454
num_leaves=25
num_cat=0
split_feature=2 49 49 15 16 52 52 43 50 16 40 15 156 1429 484 15 2 2 16 15 52 15 52 52
split_gain=0.0746009 0.0915526 0.0659995 0.078158 0.083106 0.17401 0.104567 0.0907445 0.071553 0.0573169 0.0529113 0.0713941 0.0543783 0.084432 0.0830044 0.0597532 0.0608374 0.0423691 0.038922 0.035532 0.030194 0.0284794 0.023882 0.0409968
threshold=0.093670000000000017 0.14914000000000002 0.047620000000000003 0.015700000000000002 -0.14085499999999998 -0.047784999999999987 0.057445000000000003 -0.049999999999999996 1.0000000180025095e-35 0.058455000000000007 -0.080664999999999987 -0.41956999999999994 0.086995000000000017 0.083715000000000026 0.083175000000000013 -0.16749999999999998 -1.0000000180025095e-35 0.092545000000000016 -0.23389999999999997 -0.40166999999999992 -0.45635499999999996 -0.088484999999999994 -1.0000000180025095e-35 0.13072500000000004
decision_type=2 2 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 19 7 -7 -6 18 -9 -1 -12 13 15 -14 -13 -17 -18 -4 -2 -20 -22 -5 -24
right_child=1 -3 8 22 5 6 -8 9 -10 -11 11 12 14 -15 -16 16 17 -19 20 -21 21 -23 23 -25
leaf_value=0.0059743567826746917 -0.0012573533590488424 -0.0061169708849239885 0.0054147190082885254 0.0054655323472615038 0.0056145115232184729 -0.013566444243541214 -0.0030382817132695193 -0.0064879410323019585 0.0084068371176571014 0.0001356889306089185 -0.0041265823456934896 0.0073207949013513393 0.0025831427873763903 0.0076690240230478136 -0.0045183948972648278 -0.0025524391188858357 0.0019673854442544005 0.0068844110394890527 0.0036188858547387083 0.0038114386390685055 0.0016753039351546015 -0.0036123513452022038 -0.00069929788664322041 0.0048179048829483234
leaf_weight=95 65 59 56 57 57 55 53 57 54 104 54 60 103 82 85 82 1269 52 53 97 52 64 98 62
leaf_count=95 65 59 56 57 57 55 53 57 54 104 54 60 103 82 85 82 1269 52 53 97 52 64 98 62
internal_value=0 0.000318939 0.000706658 -0.000157964 -0.00134196 -0.0028922 -0.00841648 -0.000147159 0.0028979 -0.00219816 0.0020955 0.00188829 0.00207675 0.00240583 -0.000618103 0.0021096 0.00188546 0.0021623 0.00156777 0.00176657 0.000282404 -0.00122654 0.00249638 0.00142739
internal_weight=0 1043 984 705 488 326 108 218 279 161 1882 1787 1733 1545 188 1463 1403 1321 225 162 169 116 217 160
internal_count=2925 1043 984 705 488 326 108 218 279 161 1882 1787 1733 1545 188 1463 1403 1321 225 162 169 116 217 160
is_linear=0
shrinkage=0.16829


Tree=9455
num_leaves=12
num_cat=0
split_feature=10 9 39 1456 1455 1212 12 156 0 1452 1
split_gain=0.104834 0.190389 0.113868 0.0662951 0.0826446 0.0642265 0.0669944 0.0753032 0.0752809 0.0615958 0.0342094
threshold=-0.16262499999999996 -0.073894999999999988 0.10096000000000001 -0.16480999999999998 0.077610000000000012 0.12218000000000002 0.093985000000000013 0.091385000000000008 -0.10298499999999998 0.080100000000000018 0.12829500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 -5 -8 -6 -4
right_child=1 2 10 4 9 -7 8 -9 -10 -11 -12
leaf_value=0.0081941971061616752 -0.0076005854107343068 -0.0032379062928986767 -0.00089555604897178858 0.0015581056498296937 0.0090977804340363171 0.0068683410555862995 0.0055703779875012852 0.0054578374093580979 -0.00075224617873749251 0.0026069236017320194 -0.0069581231969499807
leaf_weight=62 68 77 53 1627 72 62 59 154 554 100 54
leaf_count=62 68 77 53 1627 72 62 59 154 554 100 54
internal_value=0 0.00119433 0.00140764 0.00162111 0.00176416 0.00151339 0.00137396 0.00189632 -0.000140776 0.00533447 -0.00397196
internal_weight=0 2880 2812 2705 2628 2456 2394 1781 613 172 107
internal_count=2942 2880 2812 2705 2628 2456 2394 1781 613 172 107
is_linear=0
shrinkage=0.16829


Tree=9456
num_leaves=17
num_cat=0
split_feature=1 10 52 1 2 2 133 1454 1454 149 1 43 129 130 3 3
split_gain=0.0748768 0.0820816 0.0713552 0.118783 0.0768819 0.0759409 0.069174 0.0525286 0.0534657 0.0524228 0.0338677 0.0334111 0.0323829 0.0534762 0.0393615 0.0117519
threshold=0.11374000000000002 -0.012394999999999998 0.057445000000000003 0.12963000000000002 -0.023999999999999997 0.11741500000000001 -0.51026999999999989 0.091445000000000012 0.078915000000000013 0.075040000000000009 0.13891000000000003 -0.074874999999999983 0.088050000000000003 -0.083579999999999988 -0.090439999999999979 -0.0070649999999999992
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 11 -3 8 9 12 15 -6 13 -8 -14 -7
right_child=2 6 3 -5 5 10 7 -9 -10 -11 -12 -13 14 -15 -16 -17
leaf_value=0.0078584031745017047 -0.0073995958595416836 -0.0040322822015228356 -0.0025681972023854703 0.0081409265025544249 -0.00041300078855945852 0.00043059289266512063 0.0069439928919453114 -0.0029504298282237141 0.0068199253902936413 -0.0037208227877927086 -0.0063780905812255055 0.0053473920878707127 -0.0041857209239416241 0.0016587904349217011 0.0013497915416483604 -0.0030880012411603052
leaf_weight=56 63 66 59 58 56 52 56 73 55 53 60 57 58 1969 97 54
leaf_count=56 63 66 59 58 56 52 56 73 55 53 60 57 58 1969 97 54
internal_value=0 0.00148193 -0.000855543 0.00272524 -0.0020858 -0.000879475 0.00133406 0.00148483 0.00162713 0.00149842 -0.00317498 0.00247679 0.00162614 0.00180584 -0.000709971 -0.00134495
internal_weight=0 2483 459 117 342 279 2427 2361 2288 2233 166 113 2180 2025 155 106
internal_count=2942 2483 459 117 342 279 2427 2361 2288 2233 166 113 2180 2025 155 106
is_linear=0
shrinkage=0.16829


Tree=9457
num_leaves=31
num_cat=0
split_feature=1 12 4 43 3 1 457 43 12 49 4 15 12 4 3 0 52 0 4 13 13 12 1 13 160 4 52 13 12 3
split_gain=8.28187 1.62632 1.2789 0.708211 0.640702 0.48106 0.452558 0.444848 0.4127 0.312954 0.224177 0.195746 0.170725 0.168309 0.213135 0.185199 0.146948 0.125694 0.111411 0.0852088 0.0829083 0.10166 0.204771 0.0766132 0.0572397 0.0563217 0.0333933 0.0842761 0.063174 0.00603009
threshold=0.11374000000000002 0.056995000000000011 0.31392000000000003 -0.078169999999999976 -0.063264999999999988 0.13074500000000003 0.090920000000000015 -0.094299999999999981 0.093910000000000007 -0.032374999999999994 -0.087864999999999985 -0.43091499999999999 0.11697000000000002 -0.031159999999999997 0.088880000000000015 -0.10028499999999999 0.11916 -0.029849999999999998 -0.079814999999999983 -0.014939999999999998 0.0014600000000000001 0.092675000000000021 0.090650000000000022 0.095470000000000013 -0.52641999999999989 0.053330000000000009 0.10400000000000002 -0.071964999999999987 0.09696500000000001 -0.080594999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 7 -2 -4 13 -1 10 -6 19 -7 18 17 15 -15 20 -5 23 -3 21 22 -12 -10 -18 26 28 -28 -20 -26
right_child=2 8 5 6 9 11 -8 -9 12 -11 16 -13 -14 14 -16 -17 24 -19 25 -21 -22 -23 -24 -25 29 -27 27 -29 -30 -31
leaf_value=0.00074811947439245988 0.00080326885539236295 0.0011810659276338632 0.00042225069862914324 0.0010588660323629726 0.00023184949458004205 0.00022162838391646741 0.00050256341805862974 0.00037872407819429657 0.0010551364128438231 0.00056055531653853206 0.00096033988796059367 -1.3558200807025962e-05 0.00071376314124033233 0.00098945661504316515 0.00062342885022818948 0.00072394482971951707 0.00075063757378304404 0.00082610354944420109 0.00079661381875373218 0.0010090101658226758 0.00084308560344440711 0.0010982049938673545 0.00074960623388613116 0.0008827690876153317 0.00092004374598122379 0.00076506746038491977 0.00091983940777786918 0.00074257891714446739 0.00093544220373910955 0.00085084448363755276
leaf_weight=57 83 53 87 54 52 85 52 96 53 82 865 70 95 61 65 57 57 52 56 94 82 55 55 71 54 91 54 73 128 53
leaf_count=57 83 53 87 54 52 85 52 96 53 82 865 70 95 61 65 57 57 52 56 94 82 55 55 71 54 91 54 73 128 53
internal_value=0 0.000873531 0.000390902 0.000703767 0.000574947 0.000225724 0.000787655 0.000516572 0.000915677 0.000433261 0.000947913 0.000115188 0.000844607 0.000838829 0.000777131 0.0008615 0.000933032 0.000945013 0.000868171 0.00107128 0.000947552 0.000956302 0.00094778 0.000956726 0.000839231 0.000840768 0.000862805 0.000818227 0.000893382 0.000886097
internal_weight=0 2483 459 494 217 242 341 153 1989 134 1368 155 621 289 183 118 1221 106 526 147 1057 975 920 124 164 402 311 127 184 107
internal_count=2942 2483 459 494 217 242 341 153 1989 134 1368 155 621 289 183 118 1221 106 526 147 1057 975 920 124 164 402 311 127 184 107
is_linear=0
shrinkage=0.0032998


Tree=9458
num_leaves=12
num_cat=0
split_feature=124 44 1 16 124 40 151 49 133 1456 16
split_gain=0.0731734 0.0678513 0.0601688 0.0517856 0.0622764 0.0431137 0.0494122 0.0638874 0.0498608 0.0410535 0.0248754
threshold=0.08919500000000001 0.081835000000000019 0.12466500000000001 -0.47730499999999992 -0.000185 -0.08440499999999998 0.084350000000000008 -0.13513499999999998 -0.51026999999999989 -0.16480999999999998 -0.061714999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 7 -7 -9 -10 -6
right_child=-2 -3 3 4 10 6 -8 8 9 -11 -12
leaf_value=-0.0028715569617359603 -0.0041851692233037295 0.0076148134572028604 0.003008177494151255 0.002362289519883961 -0.0071995365501459794 -0.0040455911355204563 0.0058480204466750682 -0.0026430435927184063 -0.0019062982655899216 0.0021630378470544761 -0.0023213567146268574
leaf_weight=54 61 54 67 52 56 52 88 66 72 2254 66
leaf_count=54 61 54 67 52 56 52 88 66 72 2254 66
internal_value=0 0.00169684 0.00158316 -0.000955187 -0.00249164 0.00182042 0.00192119 0.00177906 0.00190644 0.0020363 -0.00457525
internal_weight=0 2881 2827 241 174 2586 2532 2444 2392 2326 122
internal_count=2942 2881 2827 241 174 2586 2532 2444 2392 2326 122
is_linear=0
shrinkage=0.16829


Tree=9459
num_leaves=11
num_cat=0
split_feature=10 9 48 15 147 151 49 51 151 15
split_gain=0.0749665 0.134744 0.0717151 0.0973345 0.0532639 0.0621487 0.0557064 0.0495857 0.0429005 0.0320856
threshold=-0.16262499999999996 -0.073894999999999988 -0.091489999999999974 0.14927500000000002 0.087265000000000023 0.084725000000000009 -0.056179999999999987 0.0033150000000000007 -0.40941499999999992 -0.014669999999999997
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 -4 -8 -6
right_child=1 2 3 -5 9 -7 8 -9 -10 -11
leaf_value=0.0071047169506086704 -0.0062139527872127785 0.0075616605441818051 0.00031415903491257489 -0.0056301474591578075 0.00058863687829860119 0.0064235828183325109 0.0061519535934297957 -0.0058234583647996264 0.0015062417471030725 -0.0052957765919595615
leaf_weight=62 68 52 130 57 52 72 58 52 2287 52
leaf_count=62 68 52 130 57 52 72 58 52 2287 52
internal_value=0 0.00118364 0.00136316 0.00124573 0.00139139 0.00154125 0.00140143 -0.00142957 0.00162191 -0.0023363
internal_weight=0 2880 2812 2760 2703 2599 2527 182 2345 104
internal_count=2942 2880 2812 2760 2703 2599 2527 182 2345 104
is_linear=0
shrinkage=0.16829


Tree=9460
num_leaves=20
num_cat=0
split_feature=160 0 34 0 12 4 49 133 4 12 160 50 12 1212 481 49 4 0 49
split_gain=0.116008 0.132897 0.121379 0.0893546 0.17402 0.0994512 0.110954 0.109789 0.066294 0.201911 0.0622966 0.050895 0.101869 0.0781237 0.0414697 0.0300981 0.0283916 0.01408 0.00424073
threshold=-0.10994 -0.062714999999999979 -0.081629999999999994 0.148925 -0.14392999999999997 0.25367000000000006 -0.081324999999999995 0.048695000000000009 0.51152500000000012 0.09227500000000001 -0.24206999999999998 0.10880500000000001 0.093315000000000023 0.083355000000000026 -0.065229999999999996 0.087365000000000012 0.31392000000000003 -0.082634999999999986 -0.11177999999999998
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 -4 6 7 18 9 16 14 13 -13 -8 -1 17 -7 -16 -6
right_child=2 -3 3 -5 5 8 11 -9 -10 -11 -12 12 -14 -15 15 -17 -18 -19 -20
leaf_value=-0.0031557647505202195 0.0073954649053490857 -0.0095929431470091493 0.0099798895358078656 -0.0057971313791674011 0.010028484354030994 0.0027852354154403619 0.0017319836286350059 -0.00039682720803660545 0.0030429447974406896 -0.012542263202289317 -0.0044593815454585239 -0.005535894488450782 0.003847185001365396 -0.0015232013310391636 0.0019950153869854911 -0.0011353078584954723 -0.0020422056028444454 0.0057258146638550587 0.0076229194413522097
leaf_weight=54 90 54 63 52 53 52 1539 55 56 52 84 88 52 241 67 53 102 53 52
leaf_count=54 90 54 63 52 53 52 1539 55 56 52 84 88 52 241 67 53 102 53 52
internal_value=0 -0.00188453 0.00132187 0.00109866 0.00124851 0.00101287 0.0014026 0.00566298 -0.00207431 -0.00347413 -0.00054031 0.00104663 -0.00203792 0.00129024 0.000902005 0.00217898 -0.000400494 0.00365776 0.00885427
internal_weight=0 365 2547 2457 2405 2342 2080 160 262 206 311 1920 140 1780 227 173 154 120 105
internal_count=2912 365 2547 2457 2405 2342 2080 160 262 206 311 1920 140 1780 227 173 154 120 105
is_linear=0
shrinkage=0.16829


Tree=9461
num_leaves=34
num_cat=0
split_feature=1 3 2 15 15 16 2 2 12 52 16 12 12 3 3 3 156 16 16 1454 13 133 42 2 133 52 52 12 16 52 15 16 13
split_gain=4.09433 0.998269 0.461462 0.290903 0.309738 0.289824 0.43201 0.186966 0.186872 0.197962 0.212409 0.132686 0.213278 0.213597 0.0965389 0.17751 0.129462 0.0973993 0.134909 0.0881167 0.0658708 0.101675 0.0737212 0.0446904 0.0747946 0.0599489 0.134649 0.0391084 0.0335219 0.0308488 0.029511 0.0235251 0.0148271
threshold=0.10398500000000001 -0.053364999999999996 0.092155000000000015 -0.26361999999999991 -0.45775499999999997 0.061775000000000004 0.10523 -1.0000000180025095e-35 0.084675000000000014 -0.092084999999999986 -0.057034999999999995 -0.088189999999999977 -1.0000000180025095e-35 0.143375 -0.081224999999999978 -0.080624999999999988 0.088735000000000022 -0.067169999999999994 -0.031234999999999999 1.0000000180025095e-35 -0.049204999999999992 -0.0081099999999999974 -0.093129999999999977 0.11152000000000002 0.094525000000000012 -0.15086999999999998 0.029970000000000007 0.088055000000000008 -0.0018499999999999999 0.11628500000000001 -1.0000000180025095e-35 -0.085644999999999985 -0.042269999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 4 -3 6 -2 -1 9 -4 -11 -5 -13 -14 16 -16 19 27 -19 20 21 -9 -22 25 32 -10 -27 -17 -20 -28 -31 -29 -25
right_child=1 3 8 11 -6 -7 -8 14 23 10 -12 12 13 -15 15 17 -18 18 28 -21 22 -23 -24 24 -26 26 29 31 -30 30 -32 -33 -34
leaf_value=0.00067181193384799668 0.0007732706080657521 0.00041230597247956017 0.00078098541817905908 0.00062242080984828288 0.00011503893717772982 0.00081314335106358001 0.00037712693791705065 0.0010083673647124716 0.00086139025959840903 0.00068656934558721395 0.00040318114493741077 0.00026455189146365487 0.00060802131841237257 0.00034693301551677581 0.00061903290037011792 0.00093055838621803461 0.00069851438269842667 0.00062628468035494616 0.00089267627242164515 0.00073766714412441196 0.00091668920045051691 0.0008806959856591072 0.00082141701166684117 0.00081003894012424452 0.00060886254975954794 0.00065984102636456395 0.00086215086610677658 0.00079426146792759141 0.00078225992617503477 0.00082688456512681411 0.00071539449208116504 0.00089011658285866188 0.0007198906262249592
leaf_weight=77 59 96 70 53 64 99 62 93 88 64 54 58 86 58 53 88 53 54 54 55 135 316 321 53 53 102 83 80 97 62 59 60 53
leaf_count=77 59 96 70 53 64 99 62 93 88 64 54 58 86 58 53 88 53 54 54 55 135 316 321 53 53 102 83 80 97 62 59 60 53
internal_value=0 0.000499962 0.00079978 0.000404492 0.000293619 0.000679893 0.000570579 0.000832575 0.000731753 0.0006407 0.000557182 0.000473921 0.000434784 0.000503105 0.000841035 0.000801976 0.000860509 0.000824287 0.000770603 0.000869803 0.000878164 0.000909813 0.0008497 0.000762644 0.000713374 0.000782438 0.000759618 0.000872401 0.00082198 0.000809334 0.000772813 0.000835594 0.000765297
internal_weight=0 635 2277 415 160 220 121 1536 741 188 118 255 202 144 1459 486 973 433 205 920 865 409 456 553 159 394 306 228 151 204 121 140 106
internal_count=2912 635 2277 415 160 220 121 1536 741 188 118 255 202 144 1459 486 973 433 205 920 865 409 456 553 159 394 306 228 151 204 121 140 106
is_linear=0
shrinkage=0.0032998


Tree=9462
num_leaves=17
num_cat=0
split_feature=10 43 4 457 160 480 15 15 160 0 40 0 0 51 1212 43
split_gain=0.128196 0.0998755 0.0881648 0.0803909 0.0744286 0.0726823 0.0685616 0.0933341 0.0659836 0.0561995 0.0542081 0.0537568 0.0574929 0.123382 0.05042 0.0354553
threshold=-0.16262499999999996 -0.50775499999999985 0.056640000000000003 -0.088294999999999985 0.0012900000000000001 -1.0000000180025095e-35 -0.040769999999999994 -0.43091499999999999 -1.0000000180025095e-35 -0.074679999999999983 -1.0000000180025095e-35 -0.195045 -0.089704999999999993 -0.088439999999999977 0.12218000000000002 -0.030594999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 6 -5 7 9 -9 -4 -10 -7 13 -13 -14 -6
right_child=1 2 4 5 15 11 -8 8 10 -11 -12 12 14 -15 -16 -17
leaf_value=0.0094129365702149276 -0.0058263176304820148 0.0073095580465193412 -0.0015686656228481954 -0.0034786021788194292 0.00072554990362341581 -0.0025933117803781857 0.002768887748175216 0.00014637654166843424 -0.0011482608347930052 0.0056297165120779685 -0.0072197093510245657 0.011044116763764208 0.0013834935645243302 0.0025787396116391291 0.0063669021498158089 0.0066990342910769546
leaf_weight=55 56 74 69 75 63 74 95 81 59 55 148 58 1524 314 60 52
leaf_count=55 56 74 69 75 63 74 95 81 59 55 148 58 1524 314 60 52
internal_value=0 0.00120478 0.00134599 0.00185059 -0.000418839 0.00165783 -0.00129817 -0.00224032 -0.00390419 0.00160968 -0.00549788 0.00184849 0.00201745 0.00390344 0.00157339 0.00344223
internal_weight=0 2857 2801 2179 622 2105 507 412 288 124 207 2030 1956 372 1584 115
internal_count=2912 2857 2801 2179 622 2105 507 412 288 124 207 2030 1956 372 1584 115
is_linear=0
shrinkage=0.16829


Tree=9463
num_leaves=30
num_cat=0
split_feature=4 12 0 43 4 0 4 12 0 0 4 4 50 11 0 15 12 4 0 52 42 43 4 4 157 43 0 4 43
split_gain=11.6775 3.14466 0.756286 0.761239 0.653881 1.03687 0.553379 0.336272 0.261649 0.51646 0.409217 0.291357 0.173746 0.168985 0.168845 0.17672 0.150372 0.14034 0.105999 0.159531 0.127846 0.0818117 0.057969 0.0470445 0.0392368 0.0455789 0.0373472 0.0674588 0.0168024
threshold=0.31392000000000003 0.056995000000000011 -0.064994999999999983 -0.10761 -0.44205499999999992 -0.067664999999999989 0.053925000000000008 0.023990000000000004 -0.15445999999999996 -0.12851999999999997 1.0000000180025095e-35 -0.0018749999999999997 0.10880500000000001 1.0000000180025095e-35 -0.11167499999999998 -0.46483499999999994 0.097345000000000015 -0.025824999999999997 -0.084154999999999994 -0.14917 0.088485000000000022 0.055890000000000002 -0.085739999999999997 0.066300000000000012 -0.074434999999999987 -0.017474999999999997 -0.046614999999999997 -0.037689999999999994 -0.073404999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 -4 -1 8 12 14 10 -10 -6 -11 18 26 -2 -16 23 -7 19 -3 -21 22 -20 -8 -14 -26 27 -5 -25
right_child=7 2 3 13 5 17 16 -9 9 11 -12 -13 24 -15 15 -17 -18 -19 21 20 -22 -23 -24 28 25 -27 -28 -29 -30
leaf_value=0.00081536396106939046 0.00014914878076658641 0.0010990493619029375 0.0003209744431052468 0.00082525793244617846 0.00094192048852648116 0.00036240502691311447 0.00067551691480675067 0.00029070923130008309 0.00032381537411927216 0.00046251695534723123 0.00055035649350006818 0.00078056347038968539 0.00071760091206791901 0.00090527769646978713 8.577453946369249e-05 -0.00014709996452790959 0.00055222985406287685 0.00013190134975179355 0.00095199215473545126 0.00089178355851791708 0.0010184072408186064 0.00077324836833343421 0.00086930047907569777 0.00075563502862684758 0.00089186864047872375 0.00076174169003742132 0.00063739982036431747 0.00065667895860079483 0.00084867873699665181
leaf_weight=90 87 59 52 58 53 54 55 74 82 52 66 82 59 67 68 74 52 63 127 481 112 85 504 59 65 66 61 53 52
leaf_count=90 87 59 52 58 53 54 55 74 82 52 66 82 59 67 68 74 52 63 127 481 112 85 504 59 65 66 61 53 52
internal_value=0 0.000781783 0.00084048 0.000683971 0.000557868 0.000506518 0.000866104 9.72638e-05 0.000599989 0.000530928 0.000725047 0.000657405 0.000887982 0.000762802 3.45992e-05 -3.53345e-05 0.000709582 0.000238589 0.000901159 0.000932399 0.000915758 0.000872663 0.000885999 0.000758661 0.000792923 0.000826577 0.000707098 0.000745083 0.00079954
internal_weight=0 2609 2067 291 542 452 1776 303 335 216 119 134 1558 239 229 142 218 117 1368 652 593 716 631 166 190 131 172 111 111
internal_count=2912 2609 2067 291 542 452 1776 303 335 216 119 134 1558 239 229 142 218 117 1368 652 593 716 631 166 190 131 172 111 111
is_linear=0
shrinkage=0.0032998


Tree=9464
num_leaves=17
num_cat=0
split_feature=13 16 52 1456 0 12 403 12 42 12 41 51 52 12 13 16
split_gain=0.0921541 0.0974506 0.287603 0.0837829 0.0833307 0.137401 0.0746363 0.0596069 0.0570727 0.0644273 0.11162 0.0549968 0.057406 0.0727948 0.0382483 0.0267926
threshold=0.032645000000000007 0.24100000000000002 -0.54533999999999982 -0.15322999999999998 0.080385000000000012 -0.14750499999999997 0.091575000000000017 0.11549500000000001 -0.091964999999999977 0.10125500000000003 0.082560000000000008 0.077730000000000007 -1.0000000180025095e-35 0.090535000000000018 -0.065239999999999979 -0.081904999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 -3 -1 5 -5 11 8 15 10 -10 12 -2 -14 -11 -7
right_child=1 2 -4 4 -6 7 -8 -9 9 14 -12 -13 13 -15 -16 -17
leaf_value=-0.0032803344373401296 0.0026541642014808217 0.0035495916320975231 -0.013645003826427547 0.010028172827353609 -0.0035147397698991234 0.0030327161155158933 0.0060174207229848568 0.0071846082105891792 0.0018517875900300623 -0.0053266303547374579 0.0091771702007630764 0.0045749526683657978 -0.0083475817444402193 -0.00059722466805011733 0.00057877982609190904 0.0075738188003411635
leaf_weight=79 65 56 54 66 68 78 65 67 1848 52 61 52 53 99 76 73
leaf_count=79 65 56 54 66 68 78 65 67 1848 52 61 52 53 99 76 73
internal_value=0 -0.000528055 -0.00487506 0.00210244 0.00228119 0.00245177 0.000898214 0.00222923 0.00207667 0.00184129 0.0020868 -0.00033209 -0.00151625 -0.00331147 -0.00180626 0.00523998
internal_weight=0 444 110 2468 2389 2321 334 2255 2188 2037 1909 269 217 152 128 151
internal_count=2912 444 110 2468 2389 2321 334 2255 2188 2037 1909 269 217 152 128 151
is_linear=0
shrinkage=0.16829


Tree=9465
num_leaves=12
num_cat=0
split_feature=1 34 43 10 41 4 148 15 475 484 475
split_gain=0.120491 0.108603 0.129613 0.107684 0.133803 0.0758073 0.0850261 0.134456 0.060649 0.0454641 0.0336618
threshold=0.14754500000000001 -0.049569999999999996 -0.078844999999999985 -0.013164999999999998 0.083270000000000011 -0.4950449999999999 -0.064274999999999985 -0.010414999999999999 -0.088544999999999985 -0.011244999999999998 -0.0070399999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 10 7 -7 -8 -10 -5
right_child=-2 3 -4 4 -6 6 8 -9 9 -11 -12
leaf_value=0.0011327131731480604 -0.0055607187826072707 -0.0061767760273351265 0.012561072242570854 0.003003732330688306 -0.0050570944479282638 0.0017443213935561411 -0.0030578276761337518 -0.0094753647246801787 0.003311983609176374 0.0012833838003190169 0.0086900687052322984
leaf_weight=62 75 57 52 68 93 70 81 53 377 1890 54
leaf_count=62 75 57 52 68 93 70 81 53 377 1890 54
internal_value=0 0.00126866 0.00636141 0.00105635 0.00121051 0.001436 0.00123288 -0.00307557 0.00145934 0.00162153 0.00553536
internal_weight=0 2857 114 2743 2686 2593 2471 123 2348 2267 122
internal_count=2932 2857 114 2743 2686 2593 2471 123 2348 2267 122
is_linear=0
shrinkage=0.16829


Tree=9466
num_leaves=15
num_cat=0
split_feature=13 13 12 41 14 4 13 1348 403 1209 34 151 4 42
split_gain=0.0901029 0.35167 0.120708 0.0920124 0.0741618 0.0690218 0.0637447 0.0543961 0.0494507 0.0497912 0.0418233 0.0478391 0.0339152 0.0166753
threshold=-0.10526999999999999 -0.14258499999999999 0.095175000000000023 0.075585000000000013 -0.24168999999999999 0.27258000000000004 -0.47365999999999991 0.074310000000000015 -0.5407249999999999 -0.073934999999999987 -0.023104999999999997 0.067425000000000013 0.41823000000000005 0.086375000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -2 7 -1 8 -6 -10 -11 -12 -7 -14
right_child=4 -3 -4 -5 5 12 -8 -9 9 10 11 -13 13 -15
leaf_value=0.0042486142187977763 0.0058464897131382592 -0.013622130360711068 -0.0062297530279868648 0.0085777790277556335 0.0058635984592105015 -0.0049677265938818348 -0.0030633159491189645 -0.0038813412539216315 -0.0031949042710112613 0.0056348570373490796 0.0011292093520973749 0.0053073793110074881 0.0019148787121385773 -0.0023437258199098844
leaf_weight=66 95 58 52 57 69 72 69 56 68 65 2020 81 52 52
leaf_count=66 95 58 52 57 69 72 69 56 68 65 2020 81 52 52
internal_value=0 -0.00184125 0.00095176 0.00290611 0.001226 0.00105214 0.000498097 0.00129247 0.00141906 0.00128098 0.00142233 0.00129115 -0.00215896 -0.000197149
internal_weight=0 302 244 192 2630 2535 135 2359 2303 2234 2166 2101 176 104
internal_count=2932 302 244 192 2630 2535 135 2359 2303 2234 2166 2101 176 104
is_linear=0
shrinkage=0.16829


Tree=9467
num_leaves=15
num_cat=0
split_feature=12 39 14 448 51 51 12 15 483 3 1211 133 51 3
split_gain=0.0970815 0.063281 0.0551262 0.0660828 0.0570154 0.105507 0.0715187 0.0900086 0.0640986 0.0564056 0.0462055 0.0332845 0.0588003 0.0257945
threshold=-0.19698999999999997 -0.0091949999999999983 -1.0000000180025095e-35 -0.063044999999999976 -0.09522499999999999 -0.12260499999999998 0.10641500000000001 -0.058859999999999989 -0.096724999999999992 0.0012800000000000001 0.077725000000000016 0.087525000000000006 -0.41109999999999997 -0.066229999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 -4 5 11 8 -8 -6 -3 -10 12 -5 -9
right_child=1 2 3 4 6 -7 7 13 10 -11 -12 -13 -14 -15
leaf_value=-0.0055244525844212041 0.0063182467152630732 0.008228920411811837 -0.0036299443723479042 0.0054475253830864817 0.0061870632897719387 -0.0080313428684610274 -0.005936559082779908 -0.001406115378575394 0.001421563381497087 0.00076605640761843519 -0.0017645741032843915 -0.0031085413883399685 -0.00087492787805210645 0.0036013852061297941
leaf_weight=68 60 56 99 63 76 55 89 56 1863 60 138 67 122 60
leaf_count=68 60 56 99 63 76 55 89 56 1863 60 138 67 122 60
internal_value=0 0.000906159 0.00078971 0.000633918 0.000797656 -0.0013529 0.00108776 -0.00190738 0.00138425 0.00438431 0.00120093 9.75693e-05 0.00126841 0.00116848
internal_weight=0 2864 2804 2688 2589 307 2282 205 2077 116 2001 252 185 116
internal_count=2932 2864 2804 2688 2589 307 2282 205 2077 116 2001 252 185 116
is_linear=0
shrinkage=0.16829


Tree=9468
num_leaves=23
num_cat=0
split_feature=4 2 123 2 2 4 2 4 4 447 11 2 12 11 48 3 12 2 12 3 4 12
split_gain=8.66078 2.97746 1.00547 0.961049 0.86756 0.3929 0.329469 0.320309 0.313032 0.297643 0.276943 0.209091 0.44752 0.290934 0.205945 0.186402 0.132969 0.0975455 0.0991192 0.0661514 0.0130612 0.010225
threshold=0.31392000000000003 0.11183000000000003 1.0000000180025095e-35 0.16002500000000003 0.14132000000000003 0.04105000000000001 1.0000000180025095e-35 -0.048309999999999992 0.057200000000000008 0.084630000000000011 0.076235000000000011 0.10100500000000003 0.087605000000000002 1.0000000180025095e-35 0.093225000000000016 -0.115685 0.089210000000000025 0.12750000000000003 -0.083979999999999985 -0.072649999999999978 -0.068329999999999988 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 10 7 9 -4 -3 -7 11 17 13 -13 15 19 -1 -10 18 -2 -9 -14 -18
right_child=3 4 6 -5 -6 8 -8 14 16 -11 -12 12 20 -15 -16 -17 21 -19 -20 -21 -22 -23
leaf_value=0.00066862002860802283 0.00018359075262029399 0.00076887581509999436 0.00033273319857759684 -0.00019525325666883939 0.00020940204203519528 0.00049256199024360855 0.00069424463451255025 0.00066766539823533404 0.0008652237949643278 0.00060980723105370923 0.00050577769171442392 0.00049670288320115101 0.00091679728402404377 0.0010616028154102552 0.00035083826316006629 0.00087249637367068397 0.00073302630485978521 0.00014363985265361263 0.00035849938263447263 0.00050577212522212231 0.00082911147943561989 0.00065523503041898558
leaf_weight=52 59 78 54 52 87 53 57 63 102 52 54 52 52 89 58 1537 54 75 92 54 54 52
leaf_count=52 59 78 54 52 87 53 57 63 102 52 54 52 52 89 58 1537 54 75 92 54 54 52
internal_value=0 0.000782434 0.000825769 0.000216313 0.000494278 0.000841614 0.000518692 0.0005921 0.000720766 0.000858301 0.000292873 0.00086532 0.000749016 0.00087625 0.000513107 0.000865847 0.000778745 0.000241846 0.000290391 0.000593247 0.00087246 0.000695197
internal_weight=0 2600 2260 332 340 2149 111 253 261 1888 280 1836 158 1678 175 1589 208 226 151 117 106 106
internal_count=2932 2600 2260 332 340 2149 111 253 261 1888 280 1836 158 1678 175 1589 208 226 151 117 106 106
is_linear=0
shrinkage=0.0032998


Tree=9469
num_leaves=25
num_cat=0
split_feature=2 12 3 3 2 2 16 2 97 11 12 2 12 160 43 49 51 2 12 16 474 12 2 16
split_gain=5.55933 2.7597 0.86628 0.524319 0.513432 0.636749 0.412032 0.395146 0.336744 0.313207 0.197827 0.172046 0.179678 0.142999 0.137673 0.134311 0.197144 0.126409 0.0785714 0.0974701 0.0596086 0.0549745 0.0166772 0.0110375
threshold=0.13270000000000001 -0.012249999999999999 0.11269500000000002 -0.053364999999999996 -1.0000000180025095e-35 0.094765000000000016 -0.16956499999999999 0.17553000000000005 -0.066264999999999991 0.07635500000000002 -1.0000000180025095e-35 0.095850000000000005 0.087325000000000014 -0.53492499999999987 -0.078169999999999976 0.082820000000000019 -0.09021499999999999 0.11203000000000002 0.097145000000000023 -0.052894999999999991 0.083685000000000023 0.083335000000000006 0.10697500000000001 -0.46591499999999991
decision_type=2 2 2 2 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 -2 8 -6 9 10 -1 21 -5 13 -13 -8 -7 16 -15 -4 22 -20 -17 -3 -14 -23
right_child=3 2 17 7 5 14 11 -9 -10 -11 -12 12 18 15 -16 20 -18 -19 19 -21 -22 23 -24 -25
leaf_value=0.00049155198775685733 0.00051408030360277908 0.0006597722496699518 0.00063431123376543185 0.00014403908579850081 0.00086982850468031339 0.00033738142578941272 0.00068445032061181257 -7.8500177881841212e-05 0.00013549265980035064 0.00045592016311689977 0.00040301507053058609 0.00063531578282763834 0.00090245723624141256 0.00071326770652050233 0.00056435467648375235 0.00089623837404750309 0.00085260209037148519 0.00041253391420143724 0.00086015985444672582 0.00070439055927883662 0.0010307905929036805 0.00083059717234502007 0.00081962706139212496 0.00075125891548255151
leaf_weight=52 60 55 56 75 55 66 60 54 66 53 57 88 79 125 54 140 1248 59 72 127 55 58 64 54
leaf_count=52 60 55 56 75 55 66 60 54 66 53 57 88 79 125 54 140 1248 59 72 127 55 58 64 54
internal_value=0 0.000764085 0.000801116 0.000245593 0.000461526 0.000575162 0.00081525 0.000158795 0.000292699 0.000678634 0.000256137 0.000829837 0.000770205 0.000845566 0.000439813 0.000851708 0.000839943 0.000520836 0.00080481 0.000760926 0.00093437 0.000749105 0.000865633 0.000792659
internal_weight=0 2686 2393 246 293 175 2278 186 118 220 132 2058 430 1628 120 1568 1373 115 342 199 195 167 143 112
internal_count=2932 2686 2393 246 293 175 2278 186 118 220 132 2058 430 1628 120 1568 1373 115 342 199 195 167 143 112
is_linear=0
shrinkage=0.0032998


Tree=9470
num_leaves=14
num_cat=0
split_feature=1429 16 1429 1444 16 4 151 13 1427 447 14 157 2
split_gain=0.109563 0.102927 0.102122 0.114324 0.0777349 0.113521 0.104454 0.1077 0.0566383 0.059156 0.0557736 0.0486206 0.0403921
threshold=0.086765000000000009 0.054560000000000004 0.083960000000000021 -0.079889999999999975 -0.47730499999999992 0.26546000000000003 -0.063719999999999985 -0.097454999999999986 0.081395000000000009 0.083310000000000009 -0.41608999999999996 -0.23976499999999998 0.10709500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 8 -5 -8 9 11 -7 -6 -9
right_child=1 -3 -4 4 5 10 7 12 -10 -11 -12 -13 -14
leaf_value=0.0096762525459990305 0.0023590373393090917 0.011260946938301217 -0.0040636047931524016 -0.00080713368866987929 -0.0036287979541086979 0.0010181942952747262 0.011880756209717222 0.00089449897863809978 0.0065174249167220585 0.006805564525908879 -0.0057078489314417299 0.001523386756578791 0.0069244793305137118
leaf_weight=52 83 67 85 78 53 56 68 72 67 59 91 2084 57
leaf_count=52 83 67 85 78 53 56 68 72 67 59 91 2084 57
internal_value=0 0.0063472 0.00167448 0.00185334 0.00170117 0.00139419 0.00438484 0.00644966 0.00168909 0.00154096 -0.00313333 0.00139477 0.00357284
internal_weight=0 150 2822 2737 2685 2410 275 197 2263 2196 147 2137 129
internal_count=2972 150 2822 2737 2685 2410 275 197 2263 2196 147 2137 129
is_linear=0
shrinkage=0.16829


Tree=9471
num_leaves=20
num_cat=0
split_feature=1 12 4 39 1 12 1 14 4 12 47 12 133 47 2 15 4 43 475
split_gain=5.27418 1.02677 0.829387 0.669962 0.374937 0.282265 0.275479 0.240459 0.240017 0.310893 0.277035 0.255712 0.213945 0.129958 0.116324 0.106248 0.0894016 0.0865624 0.07893
threshold=0.11156000000000001 0.088325000000000015 0.31392000000000003 0.0047850000000000011 0.13130500000000003 -0.042789999999999988 0.088035000000000016 0.073890000000000011 -0.50946499999999995 0.083985000000000018 0.078345000000000012 0.092085000000000014 -1.0000000180025095e-35 0.089575000000000016 0.14132000000000003 -0.074729999999999977 0.032770000000000001 -0.070104999999999987 -0.078224999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 7 13 14 -5 8 -1 10 12 18 -10 -3 17 -7 -13 -2 -11
right_child=1 4 -4 6 -6 15 -8 -9 9 11 -12 16 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.00074595404795993123 -6.1919341611790343e-05 0.00035723086052882251 0.00015402213928001211 0.00047296055160767438 0.00013354690607426172 7.9160730570240637e-05 0.00019740212008607051 0.00071843735983230126 0.00021849710221545231 0.00064457349155890627 0.00065377212303218909 0.0005159971178327373 0.00044211409252240777 0.0005847822664067099 -0.00016679613601039805 0.00026228539366892202 0.00041866473916884805 0.00011036113100427578 0.00056652568299326526
leaf_weight=58 75 58 67 72 55 92 89 82 60 178 54 588 220 54 58 56 130 55 871
leaf_count=58 75 58 67 72 55 92 89 82 60 178 54 588 220 54 58 56 130 55 871
internal_value=0 0.000146065 0.000516888 0.000526994 0.000357564 4.08408e-05 0.000320852 0.000541789 0.000535063 0.000529225 0.000436374 0.000546755 0.000394322 0.000467258 -4.38737e-05 0.000148689 0.000498423 1.06976e-05 0.000579803
internal_weight=0 503 2469 2402 167 336 161 2241 2159 2101 334 1767 280 112 188 148 718 130 1049
internal_count=2972 503 2469 2402 167 336 161 2241 2159 2101 334 1767 280 112 188 148 718 130 1049
is_linear=0
shrinkage=0.0032998


Tree=9472
num_leaves=26
num_cat=0
split_feature=12 12 133 41 15 15 2 4 15 49 15 1210 49 13 12 1209 12 4 151 133 1213 12 49 52 15
split_gain=0.137574 0.196812 0.202574 0.0936799 0.072854 0.132176 0.0810374 0.223183 0.0959299 0.081336 0.0681738 0.0651513 0.0574776 0.0530755 0.0505114 0.0473662 0.0515812 0.0780235 0.052287 0.0477289 0.0618826 0.038079 0.0370045 0.0238955 0.0084241
threshold=0.083985000000000018 0.081080000000000013 0.083000000000000018 0.075585000000000013 -0.26361999999999991 -0.15097999999999998 0.072175000000000017 -0.010764999999999999 -0.040504999999999992 -0.070754999999999985 -1.0000000180025095e-35 -0.084114999999999981 0.0062600000000000008 -0.032149999999999991 -0.082039999999999988 -0.077039999999999983 0.11005500000000001 -0.03463999999999999 -0.081844999999999987 -1.0000000180025095e-35 0.0017200000000000004 0.12106500000000002 -0.010069999999999997 0.090060000000000015 -0.016999999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 11 14 -6 7 -7 9 -8 -10 -2 -11 -12 -1 -13 18 -18 22 23 -21 -19 -17 -20 -24
right_child=3 2 -4 -5 5 6 8 -9 10 12 13 15 -14 -15 -16 16 17 21 19 20 -22 -23 24 -25 -26
leaf_value=-0.0045337848283018021 -0.0019023747582473534 -0.013978169984839759 -0.00028450209730056816 0.0083342977327266893 0.0098973654165222264 -0.01088301478453047 0.0042868699085969941 0.0036180838700220702 0.0098935499883692057 -0.0066096151962116712 0.0076211638930590653 0.0076740389935174456 0.00025911965425495705 0.0011764293528720557 0.00096075319210492806 0.0087884647666341183 0.0095461236934774631 0.0060847716895778602 0.0025557314532160193 0.0015536948867655278 -0.0039436104920054791 0.00019816094260735845 0.0017391914976749782 0.005257937230128718 0.004827610939022506
leaf_weight=91 91 52 75 81 56 52 76 71 56 58 52 53 84 122 98 53 72 53 393 865 62 77 53 124 52
leaf_count=91 91 52 75 81 56 52 76 71 56 58 52 53 84 122 98 53 72 53 393 865 62 77 53 124 52
internal_value=0 0.000254787 -0.0059055 0.00271708 0.00121576 0.00209008 0.00132125 -0.00249786 0.0023738 -0.00014769 0.00477155 0.00248259 -0.00253377 0.00311277 -0.00167526 0.00269844 0.00255126 0.0050924 0.00222972 0.00190971 0.00118408 0.00261191 0.005143 0.00320732 0.0032858
internal_weight=0 943 127 2029 816 627 571 123 448 218 230 1948 142 174 189 1857 1804 202 1602 1444 927 130 158 517 105
internal_count=2972 943 127 2029 816 627 571 123 448 218 230 1948 142 174 189 1857 1804 202 1602 1444 927 130 158 517 105
is_linear=0
shrinkage=0.16829


Tree=9473
num_leaves=18
num_cat=0
split_feature=49 1 1 13 1 1 52 403 1212 150 457 49 0 13 13 159 0
split_gain=0.088817 0.0717845 0.140206 0.149548 0.112914 0.0763407 0.0760274 0.0660063 0.208428 0.061351 0.0579121 0.0396019 0.0373277 0.0350324 0.0349263 0.0296724 0.0341207
threshold=-0.22463499999999997 0.11690500000000002 0.10877000000000002 -0.0073349999999999986 0.10575500000000002 0.13385500000000003 -0.049669999999999999 -0.098389999999999991 0.081445000000000017 0.10860500000000002 0.085130000000000025 -0.0024349999999999992 -0.086244999999999974 -0.049994999999999991 -0.052719999999999996 0.094630000000000006 -0.064994999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 7 15 -7 8 12 10 11 -9 -2 -14 -8 16 -3
right_child=1 5 3 -5 -6 6 14 9 -10 -11 -12 -13 13 -15 -16 -17 -18
leaf_value=0.0078697238498150798 0.0048475267743846463 -0.0022575367486956073 0.010743968714368586 -2.7489666504569323e-05 -0.0049460160855860384 -0.0036240175806893514 0.0015641718511720908 1.0848632230073777e-05 -0.0092330045403109916 -0.0022378419250101518 0.0065523191573290136 0.0023516438174838203 -0.0023809216647852887 0.0022706511487543542 0.0071184929532727608 6.9753739383499448e-05 -0.0079807257275057511
leaf_weight=63 71 71 97 58 75 56 84 237 63 90 85 1577 79 109 53 52 52
leaf_count=63 71 71 97 58 75 56 84 237 63 90 85 1577 79 109 53 52 52
internal_value=0 0.00147551 0.00179385 0.00670177 0.00147427 -0.000717754 0.00158407 0.00168341 -0.000547516 0.00204548 0.00224942 0.00204681 0.00155823 0.000306445 0.00372604 -0.0032666 -0.0046917
internal_weight=0 2909 2541 155 2386 368 193 2311 322 1989 1899 1814 259 188 137 175 123
internal_count=2972 2909 2541 155 2386 368 193 2311 322 1989 1899 1814 259 188 137 175 123
is_linear=0
shrinkage=0.16829


Tree=9474
num_leaves=32
num_cat=0
split_feature=1 1 12 12 13 13 15 13 12 1 47 12 12 15 12 43 15 15 15 1 13 13 1209 133 15 52 12 15 52 13 1
split_gain=3.12965 0.5308 0.710355 0.278927 0.341312 0.165674 0.260644 0.133137 0.13189 0.160777 0.210825 0.221945 0.169424 0.149932 0.227503 0.108522 0.105394 0.122835 0.101377 0.0911785 0.0642039 0.064563 0.0549129 0.0556615 0.0523904 0.044808 0.0392966 0.0373138 0.0249405 0.0145051 0.00418095
threshold=0.11690500000000002 0.10075500000000003 0.085075000000000026 -0.042789999999999988 -0.085349999999999995 -0.11210999999999999 -0.41956999999999994 0.060680000000000005 0.092085000000000014 0.092845000000000025 0.077065000000000008 0.083985000000000018 0.084595000000000017 0.085465000000000013 -0.060304999999999991 -0.078169999999999976 0.120215 -0.040504999999999992 -0.10271999999999999 0.10970000000000001 -0.049994999999999991 -0.077869999999999981 -0.079804999999999987 0.10681500000000001 0.087825000000000014 -0.082894999999999983 0.096510000000000012 -0.052239999999999988 0.092120000000000021 -0.05461499999999999 0.10482000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 5 -5 -2 -7 -6 9 10 11 13 -12 14 -1 -3 17 18 -10 30 21 -19 -13 -24 -22 -20 -26 -17 -23 -11 -4
right_child=3 2 19 4 7 6 -8 -9 16 29 12 22 -14 -15 -16 27 -18 20 25 -21 24 28 23 -25 26 -27 -28 -29 -30 -31 -32
leaf_value=0.00065565642608876823 0.00029351869557125076 0.00021812401552802755 0.00058063946840151818 0.00011032352754747159 0.00047342449896519009 0.00022587093370050033 -9.3768056815538657e-05 0.0002789870527607352 0.00061833724345173972 0.00043136636479117608 0.00084932571652375716 0.00072998978056493984 0.0006217516885460917 0.0006775208185060928 0.00043743500501068166 0.00042653803034760487 0.00041226374795188842 0.00063598227080514729 0.00051757254466664392 0.00072187607283255605 0.00072344209265468701 0.00055175037833786629 0.00062381158863782646 0.00052595809016854384 0.0005382058131926245 0.00041205653922171437 0.00065304186292226916 0.00030845194380736143 0.0004456352067394713 0.00051674329600628021 0.0005241849800411882
leaf_weight=70 54 77 53 61 103 57 54 63 61 53 69 52 78 58 214 73 62 60 87 55 58 53 813 74 65 101 79 54 56 52 53
leaf_count=70 54 77 53 61 103 57 54 63 61 53 69 52 78 58 214 73 62 60 87 55 58 53 813 74 65 101 79 54 56 52 53
internal_value=0 0.000563651 0.000446642 0.000247029 0.000322199 0.000143401 7.00535e-05 0.000399844 0.000582917 0.000600126 0.000609376 0.000595643 0.000728812 0.000523023 0.000491346 0.000316959 0.000544183 0.000557319 0.000499741 0.000610741 0.000595867 0.00054691 0.000622055 0.000615688 0.000636652 0.000461073 0.000601451 0.000376606 0.000497556 0.000473984 0.000552745
internal_weight=0 2580 365 392 227 165 111 166 2215 1533 1428 1281 147 342 284 204 682 620 249 161 371 169 939 887 202 188 144 127 109 105 106
internal_count=2972 2580 365 392 227 165 111 166 2215 1533 1428 1281 147 342 284 204 682 620 249 161 371 169 939 887 202 188 144 127 109 105 106
is_linear=0
shrinkage=0.0032998


Tree=9475
num_leaves=21
num_cat=0
split_feature=4 2 12 2 2 2 457 11 1453 13 42 0 0 13 481 2 2 123 13 16
split_gain=4.1426 2.01399 1.2376 0.740946 0.532184 0.341568 0.473273 0.268361 0.241588 0.198409 0.136901 0.109745 0.125807 0.0971267 0.0932304 0.0833993 0.0831375 0.0820618 0.0769439 0.0790622
threshold=0.31392000000000003 0.13388500000000003 -1.0000000180025095e-35 -0.007134999999999999 0.094985000000000014 0.091235000000000024 0.081330000000000013 0.076235000000000011 -0.080524999999999985 -0.095574999999999979 0.088185000000000013 0.10923000000000001 -0.14104999999999998 -0.071389999999999995 -0.050084999999999991 0.15305000000000002 0.11165000000000001 0.08901000000000002 -0.088294999999999985 -0.5103049999999999
decision_type=2 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 11 17 -4 -10 14 12 -7 -12 -11 -3 -14 18 -2 -20
right_child=7 15 5 4 -6 6 -8 -9 9 10 13 -13 16 -15 -16 -17 -18 -19 19 -21
leaf_value=6.0575820751857606e-05 6.6479252841655326e-05 0.00022932477184619483 0.00085372122776401251 0.00070845959461028759 0.00031366727619285922 0.00070703135759527717 0.00024971429743375373 0.00037614102581145424 0.0007734647506912318 0.00073826891337552998 0.0005269609195670392 0.00068526805530440206 0.00056417230926123407 0.00063548638852831834 0.00062742609494104802 5.7274846724472784e-05 0.00046852746225032287 1.9984457123391901e-05 0.00029325773594966601 0.00012660564884213316
leaf_weight=68 71 75 54 63 92 56 54 54 96 96 264 84 417 144 853 53 137 67 58 69
leaf_count=68 71 75 54 63 92 56 54 54 96 96 264 84 417 144 853 53 137 67 58 69
internal_value=0 0.00056236 0.000583215 0.000348341 0.000474359 0.000606426 0.000548436 0.000163813 0.000635186 0.00062704 0.000616656 0.000571628 0.000555922 0.00056535 0.000638676 0.000158361 0.000540584 0.000120413 0.000154218 0.000202992
internal_weight=0 2606 2478 223 155 2255 748 319 1507 1453 1357 694 610 408 949 128 554 265 198 127
internal_count=2925 2606 2478 223 155 2255 748 319 1507 1453 1357 694 610 408 949 128 554 265 198 127
is_linear=0
shrinkage=0.0032998


Tree=9476
num_leaves=24
num_cat=0
split_feature=1 2 4 14 2 2 42 150 2 2 50 16 52 123 14 3 4 52 0 52 1212 16 4
split_gain=2.67957 0.427493 0.507577 0.288753 0.312642 0.300829 0.261732 0.260424 0.201458 0.221586 0.134172 0.115861 0.219672 0.0887245 0.103906 0.077005 0.113835 0.0857243 0.0805214 0.205259 0.0763124 0.0719458 0.0535894
threshold=0.10455000000000002 0.12026500000000001 0.44128500000000004 0.064610000000000015 -0.080859999999999974 0.091235000000000024 0.086245000000000002 0.082085000000000019 -1.0000000180025095e-35 0.10644500000000001 -0.10146999999999999 -0.040874999999999995 -0.40492999999999996 0.088305000000000008 -1.0000000180025095e-35 -0.097199999999999995 -0.088709999999999983 0.28122000000000008 -0.097774999999999987 -0.0043399999999999992 0.041590000000000009 -0.45743999999999996 0.10516000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 -1 15 8 10 -2 -10 -7 22 -13 14 -3 16 -6 18 19 -17 -20 -16 -12
right_child=1 13 -4 -5 5 7 -8 -9 9 -11 11 12 -14 -15 21 17 -18 -19 20 -21 -22 -23 -24
leaf_value=0.00019253917718084037 0.00010168404380635099 0.0002581694815489975 6.6654517160955664e-05 0.00063330501942440189 0.00046906416495445981 0.00056344023455952308 0.00048452635042527489 0.00021106674320809903 0.00049200632282342394 0.00023715728152191951 0.00047755872321966471 0.00046894265457957709 0.00029158333681096284 4.2816973843752857e-07 0.00017556911429217887 0.00043096256017060783 0.00067806208991974786 0.00037205362007989516 0.0004878777469797103 0.000711209780325072 0.00041601409997616372 1.7262746908662938e-05 0.00038129245023027969
leaf_weight=52 53 59 93 95 64 66 100 72 62 95 232 126 197 64 58 60 54 85 809 56 211 69 93
leaf_count=52 53 59 93 95 64 66 100 72 62 95 232 126 197 64 58 60 54 85 809 56 211 69 93
internal_value=0 0.00021438 0.000280933 0.000454337 0.000446511 0.000452709 0.000345103 0.000401199 0.000278543 0.000338023 0.000420323 0.000405692 0.000360879 0.000106957 0.000143423 0.000482919 0.000565006 0.000474957 0.000482626 0.000566558 0.000473046 8.98375e-05 0.00045012
internal_weight=0 653 403 2272 2177 2125 310 786 210 157 714 648 323 250 186 1339 118 1221 1136 116 1020 127 325
internal_count=2925 653 403 2272 2177 2125 310 786 210 157 714 648 323 250 186 1339 118 1221 1136 116 1020 127 325
is_linear=0
shrinkage=0.0032998


Tree=9477
num_leaves=15
num_cat=0
split_feature=1452 9 9 0 51 393 0 475 474 474 51 159 401 4
split_gain=0.146337 0.13833 0.110791 0.0878244 0.0787324 0.0732387 0.0615486 0.0663767 0.051223 0.121703 0.0476541 0.0421914 0.0352044 0.0157081
threshold=0.08790000000000002 0.093040000000000012 -0.085474999999999982 -0.062109999999999992 -0.25354999999999994 0.10135500000000001 0.12441000000000001 -0.06860999999999999 0.086080000000000018 0.081755000000000008 0.093070000000000014 0.088800000000000004 1.0000000180025095e-35 -0.0076199999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 8 7 -6 9 12 -9 13 -4 -10
right_child=-2 -3 3 4 6 -7 -8 10 11 -11 -12 -13 -14 -15
leaf_value=0.0097286718030762231 0.0092458619728340245 -0.0060662721755284036 0.0024907421032981788 0.0062051714510933872 -0.0055663646450224667 0.0086824906913345011 0.0034282376970143106 0.001380084083309697 0.0032887851779313387 0.0090355623083221235 -0.0039476792465860475 -0.0038422313004024861 0.004743771421382023 -0.00046999279373325661
leaf_weight=62 95 52 1676 59 83 62 94 177 77 92 65 54 225 52
leaf_count=62 95 52 1676 59 83 62 94 177 77 92 65 54 225 52
internal_value=0 0.00252293 0.00268435 0.00252288 0.000447755 0.00296529 -0.000358667 -0.00145948 0.00280157 0.00304902 -4.35029e-05 9.68479e-05 0.00275835 0.00175969
internal_weight=0 2830 2778 2716 478 2238 419 325 2176 1993 242 183 1901 129
internal_count=2925 2830 2778 2716 478 2238 419 325 2176 1993 242 183 1901 129
is_linear=0
shrinkage=0.16829


Tree=9478
num_leaves=21
num_cat=0
split_feature=10 2 0 52 0 1375 132 130 51 34 49 0 16 52 0 2 43 483 133 160
split_gain=0.0943887 0.106813 0.119787 0.11389 0.177773 0.0900059 0.0803843 0.0747632 0.0726272 0.0784992 0.0711631 0.0752552 0.117029 0.0709665 0.0621089 0.0667534 0.0611505 0.0583866 0.0481978 0.0205539
threshold=1.0000000180025095e-35 0.091235000000000024 -0.097774999999999987 0.084425000000000014 -0.11327499999999999 -0.082654999999999992 -0.094694999999999988 -1.0000000180025095e-35 0.086450000000000013 -0.078549999999999995 -0.14305499999999996 -0.15127999999999997 -0.5061699999999999 -0.076344999999999982 -0.105195 0.11297 -0.17307499999999998 0.08740500000000001 0.077945 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 13 -4 -3 -8 9 -7 -9 12 -12 -1 15 -13 -11 -18 -16 -10
right_child=-2 6 5 -5 -6 8 7 10 19 16 11 14 -14 -15 18 -17 17 -19 -20 -21
leaf_value=0.00057228695241930442 -0.0029568548277753509 0.0073642445889042611 0.0095535227440265453 0.00012938507139907704 0.016656831530497584 -0.0043165827148706377 -0.0039227012820622787 -0.0044574130509607386 0.0037170932180937383 0.007553309221187663 0.0029112146107366679 0.0025557132323434 -0.0067076302490847632 0.0086553246980414517 0.00045338335459484 0.01022309311238649 0.0024438305630132499 -0.001911359983935889 0.0032494330062743581 0.0081800270429146279
leaf_weight=53 94 58 53 56 57 52 83 57 52 61 71 84 72 75 422 53 1004 95 300 73
leaf_count=53 94 58 53 56 57 52 83 57 52 61 71 84 72 75 422 53 1004 95 300 73
internal_value=0 0.00245542 0.00334275 0.00681143 0.0088244 0.00274006 0.00124789 0.000935681 0.00246862 0.00206809 0.00131816 0.0016485 -0.00191928 0.00532248 0.00224453 0.00553504 0.00235584 0.00206572 0.00161767 0.00633782
internal_weight=0 2831 1631 241 185 1390 1200 1142 1337 1212 1059 1002 143 128 859 137 1160 1099 722 125
internal_count=2925 2831 1631 241 185 1390 1200 1142 1337 1212 1059 1002 143 128 859 137 1160 1099 722 125
is_linear=0
shrinkage=0.16829


Tree=9479
num_leaves=17
num_cat=0
split_feature=1452 123 13 41 42 15 51 15 13 34 14 0 4 484 42 4
split_gain=0.104738 0.0567631 0.0596103 0.0568517 0.249736 0.0670438 0.0606235 0.0644291 0.0697377 0.0627711 0.0836469 0.0721577 0.0600981 0.0553807 0.0175194 0.0106885
threshold=0.087120000000000017 0.085705000000000017 -0.012549999999999997 0.075585000000000013 0.090115000000000015 0.13248000000000001 0.024640000000000006 -0.076594999999999983 -0.011954999999999999 -0.0079449999999999989 -0.23835999999999999 -0.13619499999999998 -0.0038749999999999995 -0.066744999999999985 0.093705000000000024 0.0019650000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 14 5 -5 6 9 12 -9 -1 -11 -12 -8 -2 -3 -14
right_child=13 2 -4 4 -6 -7 7 8 -10 10 11 -13 15 -15 -16 -17
leaf_value=-0.0036092936220531216 0.003230825704726215 0.0032161611464881796 -0.0057574455106128766 0.011451754928835305 -0.0022031556491025391 -0.0029632529126906457 0.0054708985079247232 0.0021286453899390513 0.0096688834375389787 0.0083655672716688324 -0.0017688061953610691 0.0018351316080405483 -0.0024539466412018397 0.010950153029166066 -0.00087405757326693091 0.00092715445927671119
leaf_weight=65 54 52 56 81 71 84 76 59 87 52 172 1790 52 53 68 53
leaf_count=65 54 52 56 81 71 84 76 59 87 52 172 1790 52 53 68 53
internal_value=0 0.00170078 -0.00121939 0.00189599 0.00506165 0.00170203 0.00186565 0.00399908 0.00663411 0.00152923 0.00169596 0.00151827 0.00186366 0.00707121 0.000883399 -0.000730185
internal_weight=0 2818 176 2642 152 2490 2406 327 146 2079 2014 1962 181 107 120 105
internal_count=2925 2818 176 2642 152 2490 2406 327 146 2079 2014 1962 181 107 120 105
is_linear=0
shrinkage=0.16829


Tree=9480
num_leaves=28
num_cat=0
split_feature=1 1 12 1 12 14 4 12 12 12 4 1 150 47 4 1 42 42 4 4 42 1 49 4 1 4 12
split_gain=5.69347 1.19383 0.952766 0.554072 0.407555 0.303725 0.231196 0.164428 0.118153 0.150705 0.113584 0.113229 0.106884 0.106824 0.0999967 0.0938244 0.0738169 0.0711186 0.0708857 0.0742946 0.0556069 0.0568328 0.0526633 0.0502856 0.0434827 0.0328317 0.0174129
threshold=0.10661000000000002 0.13074500000000003 0.088325000000000015 0.092395000000000019 0.085845000000000019 0.064610000000000015 -0.016029999999999996 0.092755000000000018 0.056995000000000011 -0.0066799999999999993 -0.090174999999999991 0.15028500000000003 0.084800000000000014 0.087850000000000025 -0.078249999999999986 0.10152500000000002 0.11466000000000001 0.089470000000000008 0.05864500000000001 -0.087104999999999988 0.091035000000000019 0.082295000000000021 0.0033550000000000003 -0.060239999999999995 0.096770000000000009 -0.079524999999999985 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 5 6 7 -5 8 9 -1 -10 17 22 -4 -11 -8 18 26 19 -9 21 -12 -2 -21 -6 -22 -3
right_child=1 11 13 4 24 -7 15 16 10 14 20 -13 -14 -15 -16 -17 -18 -19 -20 23 25 -23 -24 -25 -26 -27 -28
leaf_value=0.00083952691157080435 0.00049819760922991698 0.00028556330641316179 0.00065290704353358515 0.00071427717120979887 0.00070644856280273121 0.00099443011745414616 0.00054659821838897707 0.00066652667719887019 0.00095526800181882472 0.00076398456373749169 0.00082035327924298801 0.00012026399264289195 0.00029983087427962597 0.00082965046869014738 0.00057305918141373115 0.00034722503343842932 0.00065291967969074527 0.00018205739280197425 0.00065976404889318623 0.0008613003161752809 0.00095362283730169781 0.00075227335451028064 0.00036703738872189686 0.00076679871438367511 0.00080948050877475725 0.00083669815402614099 0.00037163512048376363
leaf_weight=97 101 56 82 53 95 87 52 56 72 59 806 65 76 74 66 54 90 53 68 108 52 178 54 181 104 75 59
leaf_count=97 101 56 82 53 95 87 52 56 72 59 806 65 76 74 66 54 90 53 68 108 52 178 54 181 104 75 59
internal_value=0 0.000425038 0.000537464 0.000780621 0.000660529 0.000802154 0.000535223 0.000793368 0.000811962 0.000740548 0.000825334 0.000238154 0.000402578 0.000736973 0.000663458 0.000445363 0.00074136 0.000283557 0.000760548 0.00078031 0.000816882 0.000808074 0.00045273 0.000802236 0.000760471 0.00088485 0.000330028
internal_weight=0 620 387 2353 358 1995 159 1908 1405 222 1183 233 231 156 125 106 503 168 413 345 1111 984 155 289 199 127 115
internal_count=2973 620 387 2353 358 1995 159 1908 1405 222 1183 233 231 156 125 106 503 168 413 345 1111 984 155 289 199 127 115
is_linear=0
shrinkage=0.0032998


Tree=9481
num_leaves=29
num_cat=0
split_feature=12 15 12 3 4 150 474 0 12 12 1453 376 51 11 0 39 3 3 4 51 15 4 12 0 12 124 15 15
split_gain=5.81442 1.62565 1.17538 0.950621 0.425189 0.409738 0.314715 0.300862 0.338593 0.251587 0.210902 0.210382 0.174454 0.146519 0.184378 0.126232 0.119742 0.226984 0.115575 0.109509 0.0923054 0.0800201 0.0720262 0.100892 0.0668099 0.062266 0.042642 0.0233268
threshold=0.056995000000000011 -0.2987999999999999 0.11160500000000002 0.13772500000000001 0.078235000000000013 0.083435000000000023 0.084710000000000021 0.10923000000000001 0.092755000000000018 -0.042789999999999988 -0.077314999999999981 0.048375000000000008 0.013805000000000001 1.0000000180025095e-35 -0.10934999999999999 0.086285000000000014 0.10166000000000001 0.057935000000000007 -0.066714999999999983 0.092255000000000018 -0.053969999999999997 -0.039279999999999995 0.097345000000000015 -0.076589999999999978 0.083535000000000012 -0.014429999999999998 -0.070454999999999976 -0.080264999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 7 5 12 6 11 8 10 25 -2 16 -4 14 -12 -7 17 -3 22 -5 26 -22 23 -10 -16 -1 27 -20
right_child=2 3 4 19 -6 15 -8 -9 18 -11 13 -13 -14 -15 24 -17 -18 -19 20 -21 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00027130716929650995 0.00073420312924279149 0.00080171981311855437 0.0008350057404404417 0.0004569224101537319 0.00041470990862828923 0.00063005409320639259 0.00051799248762673716 0.0011128147250450704 0.00094699174258803523 0.00046504880647540954 0.00075499184989939988 0.00060349893298054531 0.00060044979926622501 0.0010826331632338931 0.001063780210096987 0.00043822029449124136 0.00070112850819656748 0.0010470483321066537 0.00084113467200448038 0.00024443464592792575 0.00082062268566390219 0.00064870961076929649 0.00097495703069025701 0.00075865696638612674 0.00093832784663633979 0.00011859224783875916 0.0009258741784848966 0.00074894773230674316
leaf_weight=56 56 141 94 56 59 101 52 81 62 53 61 52 57 81 53 62 58 60 124 52 57 69 88 69 1049 63 55 52
leaf_count=56 56 141 94 56 59 101 52 81 62 53 61 52 57 81 53 62 58 60 124 52 57 69 88 69 1049 63 55 52
internal_value=0 0.000560362 0.000888785 0.000637592 0.000653593 0.000695561 0.000757546 0.000914005 0.000905402 0.00027548 0.000935146 0.000797487 0.000746698 0.000944164 0.000934489 0.000557303 0.000836299 0.000875127 0.00083821 0.00035494 0.00080069 0.000726759 0.000899212 0.000848061 0.000944393 0.000190754 0.000840864 0.000814098
internal_weight=0 806 2167 634 210 526 363 1957 1876 172 1300 311 151 1244 1163 163 259 201 576 108 357 126 219 131 1102 119 231 176
internal_count=2973 806 2167 634 210 526 363 1957 1876 172 1300 311 151 1244 1163 163 259 201 576 108 357 126 219 131 1102 119 231 176
is_linear=0
shrinkage=0.0032998


Tree=9482
num_leaves=29
num_cat=0
split_feature=1 12 1 4 4 12 12 52 52 4 484 131 12 1 16 4 52 4 16 43 12 43 16 1 402 12 12 43
split_gain=7.2896 1.10601 0.918038 0.427756 0.405991 0.251004 0.317411 0.283557 0.307472 0.192155 0.189621 0.1688 0.13544 0.11109 0.098656 0.0981066 0.0927092 0.109964 0.0812608 0.0733777 0.0693381 0.0681151 0.0675148 0.0659792 0.0571577 0.0547016 0.0544392 0.0150974
threshold=0.10557500000000002 0.088365000000000013 0.13130500000000003 0.27258000000000004 -0.111135 0.056995000000000011 0.092755000000000018 -0.092084999999999986 -0.046194999999999993 -0.090174999999999991 0.085640000000000008 0.090280000000000013 0.11755500000000001 0.11690500000000002 -0.09583499999999999 -0.005814999999999999 0.31351000000000001 -0.057674999999999997 -0.116045 -0.066724999999999993 0.085760000000000017 -0.025079999999999995 -0.14006999999999997 0.090880000000000016 -0.43418999999999991 -0.0089849999999999982 0.091395000000000018 -0.077849999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 11 5 -2 7 9 -1 -9 20 13 -3 16 25 22 -10 17 24 21 -19 -7 -15 27 26 -8 -6 -16 -11
right_child=1 2 -4 -5 10 6 12 8 15 14 -12 -13 -14 18 23 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00081731744062932157 0.00052238150003604549 0.00074453904712862111 0.00015596001511921544 0.00044601897576353991 0.00034157777292617573 0.0010169384782692872 0.0006875177152762343 0.00045361507290947684 0.00059764747727771505 0.00076777026673183657 0.00039201177156237947 0.00052414983928462304 0.00057193956869927001 0.00010723934403021002 0.00076859799716765182 0.00076446765854412614 0.00062700751606367927 0.00074956886270315375 5.5067956209612697e-05 0.00062341473829801341 0.00085064749776857717 0.00026861886812403282 0.00095971374995328768 0.00065213793359082271 0.00081549540266669335 0.0001962850069211243 0.00086664669722572843 0.00085677354291547366
leaf_weight=102 52 101 52 52 52 52 52 90 69 58 54 63 76 57 870 96 96 105 86 108 69 59 53 53 203 66 73 54
leaf_count=102 52 101 52 52 52 52 52 90 69 58 54 63 76 57 870 96 96 105 86 108 69 59 53 53 203 66 73 54
internal_value=0 0.000346407 0.00053889 0.000743621 0.000248727 0.000750396 0.000765449 0.000669255 0.000609892 0.000795626 0.000210585 0.000660092 0.000704947 0.000179859 0.000782383 0.00069492 0.000722808 0.000742384 0.000132512 0.000685769 0.000922403 0.000189624 0.00085898 0.000769658 0.000789536 0.000260611 0.000776226 0.000810997
internal_weight=0 642 216 2331 426 2279 1922 357 255 1282 374 164 640 320 1161 165 564 468 202 213 121 116 165 996 255 118 943 112
internal_count=2973 642 216 2331 426 2279 1922 357 255 1282 374 164 640 320 1161 165 564 468 202 213 121 116 165 996 255 118 943 112
is_linear=0
shrinkage=0.0032998


Tree=9483
num_leaves=16
num_cat=0
split_feature=1374 1373 11 43 52 1213 43 1213 147 15 394 50 394 52 15
split_gain=0.123269 0.0764844 0.0684488 0.0747366 0.117129 0.0637454 0.0798516 0.0874435 0.0723661 0.150307 0.0551146 0.0547257 0.0509862 0.0261801 0.0191976
threshold=-0.095439999999999983 0.084345000000000017 0.079700000000000007 -0.09361499999999999 -0.54883999999999988 -0.059794999999999994 0.0085250000000000031 -0.083209999999999992 0.092645000000000019 0.13592500000000005 -0.070744999999999988 -1.0000000180025095e-35 -0.08786999999999999 0.086435000000000026 0.086745000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 -4 -5 6 7 13 9 10 12 -12 -7 14 -2
right_child=1 -3 3 4 -6 8 -8 -9 -10 -11 11 -13 -14 -15 -16
leaf_value=-0.0047968609710969971 0.0057468783756237998 -0.0026537245704585542 0.0011064284138161231 0.0022656730615564268 0.012408377869973944 0.00237221882795974 0.010719953721585334 0.0088349626623256648 0.0081064280769315971 -0.0055204837416223404 -0.00037732980739786106 0.0034520349012130184 -0.0039518560343066575 0.0001113706247902857 0.0015598711529840402
leaf_weight=53 72 58 52 52 87 93 65 83 75 60 111 1909 59 87 57
leaf_count=53 72 58 52 52 87 93 65 83 75 60 111 1909 59 87 57
internal_value=0 0.00337893 0.00350181 0.00658886 0.00862691 0.00328039 0.00535622 0.00418418 0.00295209 0.00277808 0.00300815 0.00324072 -7.07012e-05 0.00238875 0.00391073
internal_weight=0 2920 2862 191 139 2671 364 299 2307 2232 2172 2020 152 216 129
internal_count=2973 2920 2862 191 139 2671 364 299 2307 2232 2172 2020 152 216 129
is_linear=0
shrinkage=0.16829


Tree=9484
num_leaves=31
num_cat=0
split_feature=2 12 49 52 30 2 12 2 42 14 0 0 0 48 12 52 52 49 52 16 2 0 2 52 12 42 52 52 0 0
split_gain=4.29475 1.88124 0.640733 0.670155 0.575503 0.626952 0.568559 0.471495 0.417155 0.232395 0.229898 0.225836 0.222484 0.208725 0.219771 0.182453 0.413185 0.172683 0.12491 0.124068 0.113713 0.107025 0.102439 0.0802704 0.0796001 0.077764 0.0738852 0.0837842 0.0734506 0.0396039
threshold=0.12026500000000001 0.056995000000000011 0.059130000000000009 0.056265000000000009 0.086220000000000019 0.10472500000000001 0.093910000000000007 0.078775000000000012 0.082690000000000013 0.073890000000000011 -0.076589999999999978 -0.092134999999999981 -0.10726999999999999 0.088085000000000011 0.12106500000000002 0.023800000000000005 -0.070529999999999995 0.13223500000000002 0.085380000000000025 -0.041434999999999993 0.088755000000000014 -0.14720499999999997 0.091570000000000012 0.088485000000000008 0.083535000000000012 0.078120000000000009 -0.052874999999999991 0.10744000000000002 -0.079794999999999991 -0.066734999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 9 10 11 12 -1 -2 -3 14 20 16 22 -4 24 23 28 -7 -9 -20 -14 -26 -22 -28 -8 -30
right_child=2 6 17 -5 -6 21 13 15 -10 -11 -12 -13 18 -15 -16 -17 -18 -19 19 -21 26 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.0007261697997188991 0.0002080835604628612 0.00068638768740705933 0.00072853256607002684 0.00060156559291683941 0.00033008288726668497 0.00037890071481395542 0.00057670720337651374 0.00098414856664509392 0.00038154528291882282 0.0010709215329169422 0.00043491190915530796 -9.7751765781195474e-05 0.0010135209776664063 0.00091116635528716236 0.0005160137610158962 0.00098250256541691956 0.00054448726727405181 0.00046034681545243435 0.00078508501951273998 0.00070996956353702517 0.00070328557551496565 0.00055497534573667028 0.00078253126393129895 0.00089045405156730451 0.00082896258526594252 0.00090370699407512495 0.00087372243704649292 0.00073376253769517517 0.00076364977239854598 0.00064862945047984848
leaf_weight=53 53 82 55 57 69 69 55 56 73 58 69 52 57 74 52 56 62 52 139 92 89 88 60 213 233 539 130 80 98 58
leaf_count=53 53 82 55 57 69 69 55 56 73 58 69 52 57 74 52 56 62 52 139 92 89 88 60 213 233 539 130 80 98 58
internal_value=0 0.000779848 0.000386551 0.000289883 0.000614052 0.000652178 0.000826924 0.000728974 0.000189877 0.000863957 0.000561731 5.62868e-05 0.000855072 0.000744591 0.000722595 0.000816018 0.000763443 0.000598529 0.00086591 0.000820228 0.000743589 0.000477817 0.000880167 0.000848945 0.000890335 0.000881194 0.000785779 0.000820572 0.000683638 0.000721112
internal_weight=0 2631 342 235 582 513 2049 356 178 1413 122 105 1355 636 562 234 178 107 1273 444 510 157 116 352 829 772 299 210 211 156
internal_count=2973 2631 342 235 582 513 2049 356 178 1413 122 105 1355 636 562 234 178 107 1273 444 510 157 116 352 829 772 299 210 211 156
is_linear=0
shrinkage=0.0032998


Tree=9485
num_leaves=29
num_cat=0
split_feature=1 15 0 3 9 1 3 150 15 3 1446 475 159 133 10 133 3 1213 1456 130 3 3 130 3 0 3 15 1
split_gain=0.138746 0.12147 0.0738297 0.0936439 0.0844179 0.0720861 0.0737427 0.0644285 0.0638634 0.158526 0.0551849 0.0524355 0.108292 0.0585183 0.0758109 0.0478478 0.0622647 0.0460627 0.0439481 0.0447261 0.0477591 0.0431764 0.0350243 0.0457687 0.0371286 0.0344028 0.0294965 0.0258562
threshold=0.091395000000000018 0.120215 -0.12851999999999997 -0.015474999999999997 0.09011000000000001 0.10790500000000001 0.30863500000000005 -0.047069999999999994 0.039965000000000007 -0.12077499999999998 0.083705000000000016 -0.071639999999999995 0.107145 -0.084544999999999981 -0.013164999999999998 -0.020429999999999997 -0.079774999999999985 -0.063654999999999989 -0.11497999999999998 0.097180000000000016 0.093925000000000022 -0.084094999999999989 0.090415000000000009 -0.08095999999999999 -0.077809999999999976 -0.082054999999999975 0.11598000000000001 0.079440000000000024
decision_type=2 2 2 2 2 2 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 11 -5 -7 -1 9 -9 15 25 13 -13 -15 16 17 -10 -11 20 27 -19 23 24 -17 -4 -25 -20
right_child=1 -3 4 5 -6 6 -8 8 10 18 -12 12 -14 14 -16 22 -18 21 19 -21 -22 -23 -24 26 -26 -27 -28 -29
leaf_value=0.0096166730157123837 -0.0077378101545389575 0.0081017785257762008 0.0016488822564540251 -0.004379007624490251 0.0082470474657578199 0.0065895406295408705 -0.0019086696898211928 -0.0042251869267955003 0.0014957157893393297 -0.0013133102403799265 0.008491807924484061 0.0066122811382283231 -0.0064265037459583594 -0.0052926571160502615 0.0015469575233776765 0.0039159169467920148 0.010478225544342459 0.00423274170899953 0.0040114365839399764 0 -0.00042704599087556425 0.010190433771679362 -0.00087206752112182465 -0.00065126589258274886 0.0085404817736238741 0.0076525408520886707 0.0043806526079809361 0.0067087526895673634
leaf_weight=54 55 72 56 63 53 63 53 84 86 52 99 54 56 52 387 242 67 97 581 83 60 55 52 89 63 54 52 125
leaf_count=54 55 72 56 63 53 63 53 84 86 52 99 54 56 52 387 242 67 97 581 83 60 55 52 89 63 54 52 125
internal_value=0 0.00143512 0.00092582 -0.00166356 0.00177935 0.000192798 0.00269125 0.00386427 0.0036987 0.00275744 0.00472459 0.00125646 0.000580759 0.00138036 0.000732706 0.0042579 0.00592496 0.00463561 0.00341042 0.00370186 0.00410394 0.00640031 0.00323331 0.00371599 0.00487705 0.00461247 0.00119174 0.00449155
internal_weight=0 1018 946 234 712 179 116 1941 1887 985 902 659 549 493 439 803 305 238 901 849 766 152 498 446 305 110 141 706
internal_count=2959 1018 946 234 712 179 116 1941 1887 985 902 659 549 493 439 803 305 238 901 849 766 152 498 446 305 110 141 706
is_linear=0
shrinkage=0.16829


Tree=9486
num_leaves=31
num_cat=0
split_feature=1 12 2 2 1 12 1 3 13 12 1429 2 1 13 2 1429 2 3 43 1456 43 52 52 3 43 12 133 42 1 1
split_gain=4.29453 0.887157 0.615274 0.512012 0.464932 0.255633 0.220805 0.24273 0.205121 0.192998 0.194548 0.172708 0.146724 0.19628 0.141609 0.126978 0.126336 0.100539 0.0933761 0.106954 0.0995718 0.0912971 0.114931 0.0872979 0.0702489 0.0695939 0.0587966 0.0552557 0.0385493 0.0163964
threshold=0.10398500000000001 -1.0000000180025095e-35 0.11543500000000002 0.11366500000000002 0.091280000000000014 -0.0089849999999999982 0.10726500000000001 -0.082274999999999987 -0.0073349999999999986 0.092475000000000016 0.086765000000000009 0.14346500000000004 0.12765500000000005 -0.11210999999999999 0.088995000000000005 0.084545000000000009 0.13154000000000002 -0.077314999999999981 -0.04133499999999999 -0.08163999999999999 -0.013049999999999997 0.029970000000000007 0.31428500000000009 0.10402500000000002 -0.046639999999999994 0.099680000000000005 0.11667000000000001 0.079890000000000017 0.095640000000000017 0.11617500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 6 4 9 -6 -3 -8 12 10 15 23 -2 -14 -11 18 27 24 19 -1 -20 25 26 -4 -7 -16 -23 -5 -19 -9
right_child=1 2 11 16 5 17 7 29 -10 14 -12 -13 13 -15 21 -17 -18 28 20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0005968724687667841 0.00041530510046700633 0.00043679012608552255 0.00032890967973337734 0.00052458564248454977 0.00040988404889114857 0.00068191636577210018 0.00086881656587036653 0.00064334880274920616 8.3757326437587198e-05 0.00053941517976553732 0.00092918974071590622 0.00021054499764534663 0.00037181265890456146 0.00010146643318328916 0.0007062828696900109 0.00059403809824721935 0.00039975043531493513 0.00078481760653165426 0.00088927824620060674 0.00074611665110296344 0.0007722077965500989 0.0008892591776034094 0.00063394765472895155 0.00051256248962764262 0.00052967855778630424 0.00055469517815079545 0.00074041191862573316 0.00067365982633733879 0.00066861967143963584 0.00055644238334988274
leaf_weight=61 82 55 52 60 57 58 52 53 58 66 76 58 57 61 88 53 53 59 97 520 583 64 57 66 87 58 62 56 85 65
leaf_count=61 82 55 52 60 57 58 52 53 58 66 76 58 57 61 88 53 53 59 97 520 583 64 57 66 87 58 62 56 85 65
internal_value=0 0.000408589 0.000505794 0.000710878 0.000724789 0.00061351 0.000620328 0.000679501 0.00025737 0.00074634 0.000764839 0.000359173 0.000307541 0.000232356 0.000681154 0.000755306 0.00053525 0.000653549 0.000762056 0.000730508 0.000788959 0.000709481 0.000759692 0.000431929 0.000590817 0.000646304 0.000816296 0.000596856 0.000716473 0.000595775
internal_weight=0 659 401 2300 2131 346 225 170 258 1785 1390 176 200 118 395 1314 169 289 1261 581 680 329 183 118 145 146 126 116 144 118
internal_count=2959 659 401 2300 2131 346 225 170 258 1785 1390 176 200 118 395 1314 169 289 1261 581 680 329 183 118 145 146 126 116 144 118
is_linear=0
shrinkage=0.0032998


Tree=9487
num_leaves=28
num_cat=0
split_feature=4 1 12 2 4 2 1 15 4 15 484 12 40 16 51 51 52 4 15 12 15 1 52 16 402 4 16
split_gain=4.78859 1.30139 0.559268 0.3995 0.377602 0.405095 0.366601 0.188215 0.167524 0.145145 0.130195 0.127103 0.125377 0.104765 0.0755033 0.0682264 0.133581 0.146824 0.095053 0.0638539 0.0964099 0.0604836 0.0592369 0.0532337 0.048746 0.043175 0.0168822
threshold=0.31392000000000003 0.093935000000000018 -1.0000000180025095e-35 0.11366500000000002 -0.013359999999999999 0.088135000000000005 0.13612500000000002 0.039965000000000007 -0.12685999999999997 -0.032144999999999993 0.088860000000000008 0.093815000000000023 -0.051069999999999997 0.0060400000000000011 -0.021939999999999998 0.084200000000000011 0.093130000000000004 0.0015850000000000003 -0.086989999999999984 -0.038859999999999992 -0.19153499999999998 0.14920500000000003 -0.014944999999999998 -0.105305 -0.43418999999999991 -0.070154999999999981 -0.055004999999999991
decision_type=2 2 2 2 2 2 2 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 7 11 26 19 10 -9 -5 15 14 -3 23 -4 16 17 -1 -17 -2 -21 -8 -12 -10 -25 -13 -6
right_child=6 2 4 9 5 -7 21 8 13 -11 22 25 -14 -15 -16 18 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28
leaf_value=0.00067779140819469871 0.00022531116586416204 0.00040106872103469232 0.00081888316393592924 0.0006150189994222361 0.00061755648947260276 0.00025430317941490908 0.00013599486939619689 0.00091320867852774808 0.00063784486906904182 0.00040784278788030272 0.00082848048659018409 0.00063122480688339105 0.00019942836032881632 0.00057086641158171517 0.00064298148929336986 0.0006516242286882263 0.00078123443335201639 0.000570223893756327 0.00046344208407404726 0.00044296003525859894 0.00025887493832615113 -1.2459408667489781e-05 0.00068208309193848557 0.00063609297868115629 0.00074410710846435049 0.00051394766817556604 0.00052845407615439413
leaf_weight=435 77 96 55 79 55 72 69 52 72 72 70 85 53 52 58 73 89 211 52 61 66 52 61 54 664 66 58
leaf_count=435 77 96 55 79 55 72 69 52 72 72 70 85 53 52 58 73 89 211 52 61 66 52 61 54 664 66 58
internal_value=0 0.000640895 0.000505328 0.000680696 0.000563571 0.000448628 0.000216189 0.000693833 0.000728942 0.000516466 0.000662125 0.000643984 0.000329581 0.00071752 0.000728909 0.000647087 0.000659533 0.000642712 0.000573622 0.000301597 0.000347571 7.19052e-05 0.00076058 0.000727128 0.000736033 0.000580198 0.000572134
internal_weight=0 2634 598 2036 449 185 325 1885 894 151 991 264 149 842 113 860 735 646 125 204 127 121 131 790 718 151 113
internal_count=2959 2634 598 2036 449 185 325 1885 894 151 991 264 149 842 113 860 735 646 125 204 127 121 131 790 718 151 113
is_linear=0
shrinkage=0.0032998


Tree=9488
num_leaves=25
num_cat=0
split_feature=12 15 147 1455 12 52 16 0 2 15 12 1456 12 474 403 131 15 1 12 0 42 12 12 12
split_gain=0.147699 0.0914295 0.1153 0.0702981 0.0696086 0.176622 0.101977 0.0563275 0.0817887 0.0896718 0.0560475 0.0714632 0.0761252 0.0722355 0.0691686 0.0602642 0.0698877 0.117448 0.0689171 0.0506678 0.038493 0.0353937 0.0341969 0.0291992
threshold=-0.25967999999999997 0.0047550000000000005 0.08975000000000001 -0.071544999999999984 0.093910000000000007 -0.0092149999999999992 0.0015850000000000003 -0.073574999999999988 0.087750000000000009 0.089835000000000012 0.083865000000000009 -0.0083149999999999977 0.093125000000000013 0.088510000000000019 0.023025000000000004 0.077860000000000013 -0.028079999999999997 0.079440000000000024 -0.098524999999999988 -0.086244999999999974 0.11195000000000001 0.084450000000000011 0.098595000000000016 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 2 2
left_child=-1 2 3 -2 5 19 20 8 21 -10 15 -12 13 -13 -14 16 18 -18 -5 -3 22 -7 -6 -23
right_child=1 4 -4 10 6 7 -8 -9 9 -11 11 12 14 -15 -16 -17 17 -19 -20 -21 -22 23 -24 -25
leaf_value=-0.0053491243805833255 0.0080582351087004588 0.015314987793803718 -0.0039959195364213862 0.0090960673612188857 0.0092547474279862114 0.0018747269442449005 -0.0021629543524123965 0.0098877438448976649 -0.0041612089356808353 0.0040941584302633836 -0.0010319203500796703 0.0047377768957430596 0.0033109062795830834 0.010697699479879403 -0.0031493456888427151 -0.0033041458201219617 -0.0067598955254556973 0.002514470614858876 0.0025436975336368879 0.0084395538528994792 0.001529835469810902 0.0081854050517810636 0.0040324352530502769 0.004927567334623701
leaf_weight=53 78 54 67 52 60 79 89 52 63 91 82 402 347 68 54 62 59 112 380 74 81 109 92 299
leaf_count=53 78 54 67 52 60 79 89 52 63 91 82 402 347 68 54 62 59 112 380 74 81 109 92 299
internal_value=0 0.00360227 0.00283969 0.00311079 0.00477693 0.0056014 0.00266919 0.00453625 0.00409931 0.000705297 0.00287117 0.00370014 0.0041477 0.00560389 0.00243647 0.0016805 0.00219599 -0.000674951 0.00333657 0.0113542 0.00452266 0.00516889 0.00610569 0.00580232
internal_weight=0 2906 1763 1696 1143 821 322 693 641 154 1618 953 871 470 401 665 603 171 432 128 233 487 152 408
internal_count=2959 2906 1763 1696 1143 821 322 693 641 154 1618 953 871 470 401 665 603 171 432 128 233 487 152 408
is_linear=0
shrinkage=0.16829


Tree=9489
num_leaves=22
num_cat=0
split_feature=1 12 1209 52 151 48 0 11 158 52 1456 160 160 2 151 1 0 0 52 1213 160
split_gain=0.107628 0.0700012 0.0661665 0.0645403 0.112866 0.0971201 0.0771961 0.053136 0.0498305 0.0486912 0.0588503 0.0633331 0.0928652 0.0455269 0.0432446 0.0485381 0.0522791 0.0585869 0.0392564 0.044021 0.0310205
threshold=0.090540000000000023 -0.25967999999999997 -0.08342999999999999 -0.087604999999999988 -0.084639999999999979 0.088750000000000009 -0.071379999999999985 0.078340000000000007 -1.0000000180025095e-35 0.093630000000000005 -0.090374999999999997 -0.088899999999999993 -0.081594999999999987 0.10457000000000001 0.059255000000000009 0.13857500000000003 -0.16926499999999997 -0.037444999999999992 0.10400000000000002 -0.056829999999999992 -0.52742999999999995
decision_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 6 -3 8 -4 10 -10 -12 -13 -8 15 16 -6 -18 -11 -20 -21
right_child=1 3 7 4 14 -7 13 -9 9 18 11 12 -14 -15 -16 -17 17 -19 19 20 -22
leaf_value=0.0095623988005078542 -0.0044489217673585619 -0.0030732192668963669 -0.0014299070264048193 -0.004610360098751971 0.0061683267811953003 0.01066452125931394 0.0070983800738944527 -0.0012143457498436311 -0.0021512984335316969 0.0095009362590071887 0.0075884730541990967 -0.0019818650750790721 0.0036235389877701989 0.00091405218079603661 -0.0026282148427470317 0.0064899796412100927 0.00038033148859328224 0.0060029415286064966 0.0002560767922828333 0.0088974813852974767 0.0045339327824252176
leaf_weight=52 53 52 53 88 65 52 81 66 53 60 102 90 1126 59 57 67 427 60 52 64 180
leaf_count=52 53 52 53 88 65 52 81 66 53 60 102 90 1126 59 57 67 427 60 52 64 180
internal_value=0 0.00150261 0.00362253 0.00181732 0.00105317 0.00420263 0.00244318 0.00345424 0.00362835 0.00378463 0.003326 0.00354762 0.00320719 0.00450496 0.0017931 0.00220313 0.00167955 0.00107674 0.00554581 0.00473803 0.00568583
internal_weight=0 1061 1898 1008 764 244 192 1846 1780 1727 1371 1318 1216 140 676 619 552 487 356 296 244
internal_count=2959 1061 1898 1008 764 244 192 1846 1780 1727 1371 1318 1216 140 676 619 552 487 356 296 244
is_linear=0
shrinkage=0.16829


Tree=9490
num_leaves=22
num_cat=0
split_feature=1 49 457 1212 16 49 1 48 151 42 49 0 1 16 42 158 156 0 0 42 12
split_gain=0.183697 0.10696 0.0626826 0.0577405 0.127939 0.0524894 0.0520895 0.0507492 0.0478245 0.0958276 0.0504631 0.0516832 0.108461 0.0868994 0.045428 0.0397261 0.0369859 0.062985 0.0574478 0.0368963 0.0223046
threshold=0.11156000000000001 -0.078789999999999985 -0.094819999999999974 0.058905000000000006 -0.091354999999999978 -0.0037949999999999993 0.085550000000000015 -0.078159999999999993 -0.092609999999999984 0.08400500000000001 0.12001000000000002 -0.033754999999999993 0.10290000000000001 0.053305000000000012 0.085495000000000015 0.09964000000000002 1.0000000180025095e-35 -0.040094999999999992 -0.12851999999999997 0.0069650000000000016 0.088105000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 7 -5 -3 14 -4 9 -9 11 12 -10 -13 20 16 17 18 -7 -20 -6
right_child=1 5 3 4 6 15 -8 8 10 -11 -12 13 -14 -15 -16 -17 -18 -19 19 -21 -22
leaf_value=0.0084741727331770246 -0.007843399414762588 0.0044207865884761631 -0.0015041978865852148 0.012396357336688946 0.0017724944380441976 -0.0044215402943500364 0.0076729960444040599 0.011083324273585382 0.0025507968591937775 0.0013485591425902619 -0.0024236364988856952 -0.00088884418321758234 -0.0030109131288164654 0.0067683844030901174 -0.00082372893654942842 0.0031849516997200741 0.0026242841458968885 -0.0068770060328246368 0.0045232391945292409 -0.0013180678877382844 0.0065595771716331734
leaf_weight=55 53 69 90 53 55 75 60 54 1511 62 60 55 106 172 89 64 53 63 59 63 58
leaf_count=55 53 69 90 53 55 75 60 54 1511 62 60 55 106 172 89 64 53 63 59 63 58
internal_value=0 -0.00069535 0.0028408 0.00271229 0.00484321 0.000150054 0.00330842 0.00239331 0.00256785 0.00589575 0.00236416 0.00252092 0.0021851 0.00490519 0.00200312 -0.000626826 -0.00141197 -0.00224166 -0.000750166 0.0014921 0.00424548
internal_weight=0 499 2480 2425 315 446 262 2110 2020 116 1904 1844 1617 227 202 377 313 260 197 122 113
internal_count=2979 499 2480 2425 315 446 262 2110 2020 116 1904 1844 1617 227 202 377 313 260 197 122 113
is_linear=0
shrinkage=0.16829


Tree=9491
num_leaves=14
num_cat=0
split_feature=10 39 4 51 1373 3 15 4 48 2 39 15 15
split_gain=0.245763 0.118148 0.125775 0.120125 0.0641698 0.0606305 0.263873 0.0742358 0.0643741 0.0591829 0.0620211 0.0579072 0.0324405
threshold=-0.089679999999999982 0.099350000000000008 -0.42305999999999994 -0.025904999999999994 0.085770000000000013 0.088880000000000015 -0.026469999999999997 -0.14088999999999999 0.084095000000000017 0.087605000000000002 0.0095750000000000019 -0.040504999999999992 -0.10059999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 7 8 -4 -7 11 -11 -9 -3
right_child=1 12 4 -5 -6 6 -8 9 -10 10 -12 -13 -14
leaf_value=-0.0071541801381430721 0.0027230025196028677 -0.00040714400324058018 -0.0022259064823280726 0.011593858458646415 0.0077064426731625986 0.0061097086049340023 -0.0094891705670128047 0.0015126543586026591 -0.00032754400641006826 0.0011017464980227053 0.0057762668369040421 0.0040795015553405705 -0.005900273469014952
leaf_weight=83 97 67 102 79 56 87 68 371 88 963 88 773 57
leaf_count=83 97 67 102 79 56 87 68 371 88 963 88 773 57
internal_value=0 0.00212913 0.00235684 0.00671502 0.00206067 0.00193549 -0.000586596 0.00220309 0.00286242 0.00240972 0.00149485 0.00324864 -0.0029467
internal_weight=0 2896 2772 176 2596 2540 243 2297 175 2195 1051 1144 124
internal_count=2979 2896 2772 176 2596 2540 243 2297 175 2195 1051 1144 124
is_linear=0
shrinkage=0.16829


Tree=9492
num_leaves=12
num_cat=0
split_feature=10 39 4 51 0 455 0 4 457 131 40
split_gain=0.170047 0.0818721 0.0870288 0.0829765 0.0628787 0.0691952 0.0722913 0.0865811 0.0854191 0.0775626 0.038825
threshold=-0.089679999999999982 0.099350000000000008 -0.42305999999999994 -0.025904999999999994 0.044695000000000006 1.0000000180025095e-35 -0.021574999999999997 0.0049450000000000006 -0.09003499999999999 0.094860000000000014 -0.04476999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 8 -4 -9 -3
right_child=1 10 4 -5 -6 -7 -8 9 -10 -11 -12
leaf_value=-0.0059502047042212305 0.0022647491271112741 0.00064528257282976122 0.0086522132608921436 0.0096427305478368319 -0.0029219569664428874 0.0070494179336937609 0.0076959978931199768 -0.0007968427621585036 0.001961644143808183 0.0050722587017865764 -0.0052933828755931068
leaf_weight=83 97 59 56 79 80 71 56 557 1704 72 65
leaf_count=83 97 59 56 79 80 71 56 557 1704 72 65
internal_value=0 0.00177103 0.00196064 0.00558666 0.00171412 0.00186224 0.00171088 0.00156983 0.00217555 -0.000122166 -0.00245324
internal_weight=0 2896 2772 176 2596 2516 2445 2389 1760 629 124
internal_count=2979 2896 2772 176 2596 2516 2445 2389 1760 629 124
is_linear=0
shrinkage=0.16829


Tree=9493
num_leaves=22
num_cat=0
split_feature=4 2 2 150 11 2 14 16 11 0 2 4 0 150 42 42 52 2 52 0 4
split_gain=8.20042 3.11848 1.06044 1.17268 0.749317 0.7671 0.529567 0.451259 0.434168 0.462847 0.430899 0.276566 0.294463 0.132285 0.128623 0.1112 0.104397 0.10075 0.0958284 0.102863 0.0541457
threshold=0.31392000000000003 0.13084500000000002 0.098655000000000007 0.082085000000000019 1.0000000180025095e-35 -1.0000000180025095e-35 -0.42227999999999993 -0.50318999999999992 1.0000000180025095e-35 -0.13619499999999998 0.15305000000000002 0.0049450000000000006 -0.10594499999999998 0.081245000000000026 -0.071309999999999985 0.10019500000000002 -0.031059999999999997 0.12551500000000002 0.029970000000000007 -0.070304999999999992 -0.052619999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 8 5 -1 -2 13 9 -4 -3 12 -7 -8 -13 -14 -16 -9 19 -11 -20
right_child=6 10 3 -5 -6 11 7 17 -10 18 -12 14 15 -15 16 -17 -18 -19 20 -21 -22
leaf_value=0.00070995346026112764 0.00065733354136981331 0.00060571856007811322 0.00058020199432752984 0.00042369854590588774 0.0012941066507595701 0.0008141081787285655 0.00035652431614196459 0.00026501258138005723 0.0011528978748364528 0.0007567613799603414 0.00021661867270538499 0.00076273039920862567 0.0010491392287688942 0.0005604996296823282 0.00083262439157591884 0.00095336742074502009 0.0009945990712917224 7.0384563937970034e-05 0.00089296088409383497 0.00091879964380908166 0.0010218854696238879
leaf_weight=98 67 78 56 64 97 68 75 64 65 76 52 52 1292 67 64 157 162 54 70 110 91
leaf_count=98 67 78 56 64 97 68 75 64 65 76 52 52 1292 67 64 157 162 54 70 110 91
internal_value=0 0.000949248 0.00097495 0.000843681 0.00101003 0.00099545 0.000395219 0.000327539 0.00090104 0.00086033 0.00045035 0.00101102 0.00102874 0.000453014 0.000914192 0.00103879 0.000948886 0.000176244 0.000905436 0.00085278 0.00096605
internal_weight=0 2652 2522 532 1990 1893 327 260 468 403 130 1795 1517 142 278 1449 226 118 347 186 161
internal_count=2979 2652 2522 532 1990 1893 327 260 468 403 130 1795 1517 142 278 1449 226 118 347 186 161
is_linear=0
shrinkage=0.0032998


Tree=9494
num_leaves=26
num_cat=0
split_feature=1 2 12 12 14 1 2 12 4 2 4 13 12 13 11 49 4 49 2 2 4 483 49 4 1
split_gain=6.95578 1.24468 1.02045 0.783867 0.766812 0.572367 0.53315 0.411693 0.404045 0.331995 0.288853 0.195559 0.16902 0.159863 0.153568 0.127998 0.12734 0.147956 0.109162 0.108399 0.0950982 0.0895125 0.0619507 0.0241824 0.0183533
threshold=0.10921500000000002 0.25063000000000007 0.056995000000000011 0.085075000000000026 0.076450000000000004 0.087545000000000026 0.091235000000000024 0.10713500000000002 -0.15366499999999997 -1.0000000180025095e-35 0.008570000000000003 -0.36115499999999995 0.11878500000000002 -0.09194999999999999 0.077415000000000012 -0.011914999999999999 -0.005814999999999999 -0.021474999999999998 0.098655000000000007 0.11693000000000002 -0.085594999999999991 0.058525000000000008 -0.0062099999999999994 -0.019794999999999997 0.12288500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 9 6 18 10 -5 -7 -2 13 -11 14 -4 21 -15 -10 -18 23 -13 -17 22 -8 -1 -21
right_child=1 -3 4 7 -6 8 12 -9 16 11 -12 19 -14 15 -16 20 17 -19 -20 24 -22 -23 -24 -25 -26
leaf_value=0.00084279357126858842 9.452891897329045e-05 -0.0001676544115489952 0.00092542717447161504 0.00069150576479123991 0.0011136754539269155 0.00074519198054693399 0.00053940475361948599 0.00034504067323690662 0.00032025434913140219 0.00019136397515816478 0.00059476162494900516 0.0005224461861712417 0.00050218174118810122 0.00090611142696381947 0.00083038240830553647 0.00084141623254433502 0.00037919005395782303 0.00060819694227871792 0.00060991067261131199 0.00038943581128920003 0.00075859293829414506 0.0007776854997600032 0.00066255087775417255 0.00073809496327402013 0.00030256031094596733
leaf_weight=54 85 53 101 96 64 52 54 62 86 74 83 52 62 92 72 198 67 59 60 52 805 70 394 63 69
leaf_count=54 85 53 101 96 64 52 54 62 86 74 83 52 62 92 72 198 67 59 60 52 805 70 394 63 69
internal_value=0 0.000312261 0.000725393 0.000364243 0.000757205 0.000581402 0.000745372 0.000555774 0.000483663 0.000272986 0.000784679 0.000334256 0.000668213 0.000797829 0.0006856 0.000786028 0.000419348 0.000486703 0.000726983 0.000395173 0.000774978 0.000665408 0.000647786 0.000786719 0.000340186
internal_weight=0 543 2436 490 1995 441 1931 158 264 332 1279 247 652 1196 590 1095 212 126 177 173 1003 518 448 117 121
internal_count=2979 543 2436 490 1995 441 1931 158 264 332 1279 247 652 1196 590 1095 212 126 177 173 1003 518 448 117 121
is_linear=0
shrinkage=0.0032998


Tree=9495
num_leaves=35
num_cat=0
split_feature=1 1 12 15 11 12 1 0 12 12 2 2 12 51 0 133 2 52 52 1 0 15 15 2 12 52 52 15 52 52 12 151 12 15
split_gain=5.43846 1.23968 1.08953 0.550058 0.570191 0.443236 0.415954 0.292561 0.251114 0.22773 0.220493 0.200254 0.16314 0.155504 0.13334 0.123847 0.119923 0.104767 0.114947 0.0971479 0.0856386 0.0598922 0.0759041 0.0463954 0.0398008 0.0387699 0.0460184 0.0397265 0.0383132 0.0497798 0.0435681 0.0244264 0.0219269 0.0202446
threshold=0.10398500000000001 0.13662500000000002 0.089135000000000006 0.033605000000000003 1.0000000180025095e-35 0.083400000000000016 0.092845000000000025 -0.042499999999999989 0.083785000000000012 0.092755000000000018 0.16730000000000003 0.10134000000000001 0.10673000000000001 -0.085594999999999991 -0.052874999999999998 -1.0000000180025095e-35 0.088495000000000004 -0.0037699999999999995 -0.14757499999999998 0.11392000000000001 -0.10298499999999998 -0.043134999999999993 -0.13843999999999998 0.088005000000000014 0.087995000000000004 0.11330000000000001 0.093130000000000004 0.084785000000000013 -1.0000000180025095e-35 0.06136500000000001 0.10052500000000002 -1.0000000180025095e-35 -0.063029999999999989 0.11635000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 5 8 6 15 21 -5 13 32 25 19 -7 28 -1 24 18 -18 -4 -17 22 -2 -22 31 26 27 -10 30 -30 -11 -15 -3 -27
right_child=1 10 12 4 -6 9 -8 -9 11 14 -12 -13 -14 16 -16 20 17 -19 -20 -21 23 -23 -24 -25 -26 33 -28 -29 29 -31 -32 -33 -34 -35
leaf_value=0.00054368576953420244 0.00029083703871144167 0.00021635288608149204 0.00086930692036534592 0.00097291720107875272 0.0011412295233932483 0.00092252126194719434 0.0004268798970452963 0.0005686585976254463 0.00086130042015938933 0.00069717679376097989 1.0533190925833195e-05 0.00063093828893792572 0.00054911987365209255 0.00075891050363455323 0.00055561869928910819 0.00063774763052556582 0.00075230027630573384 0.00079643934977738167 0.00053802021698482383 0.00068637549654311189 0.00085155452716138835 0.00023527260323545203 0.00042665730129995573 0.00071245260822015558 0.00090068252589120242 0.00069553765975020356 0.00088851232120955499 0.00078823365275203 0.00060433801802783655 0.0007420508827455023 0.00083477884082015091 0.00084704862752010249 0.00031445749952528081 0.00079302900766611568
leaf_weight=53 89 54 61 88 58 95 93 76 112 53 57 84 52 96 69 75 56 95 57 73 60 55 96 56 63 60 84 503 56 70 59 73 53 55
leaf_count=53 89 54 61 88 58 95 93 76 112 53 57 84 52 96 69 75 56 95 57 73 60 55 96 56 63 60 84 503 56 70 59 73 53 55
internal_value=0 0.00042636 0.00050777 0.000766431 0.000821824 0.000717351 0.000615661 0.00038958 0.000803 0.00075801 0.000176952 0.00078631 0.000708375 0.000799517 0.000685562 0.00068747 0.000772879 0.000714078 0.000644524 0.000769913 0.000727184 0.000332725 0.000361507 0.000784706 0.000825446 0.0008023 0.000812093 0.000801597 0.000723086 0.000681125 0.000769978 0.00079719 0.000265276 0.00074247
internal_weight=0 666 502 2223 1044 1179 337 316 986 842 164 898 186 535 307 244 440 208 113 134 191 240 185 116 232 814 699 615 238 126 112 169 107 115
internal_count=2889 666 502 2223 1044 1179 337 316 986 842 164 898 186 535 307 244 440 208 113 134 191 240 185 116 232 814 699 615 238 126 112 169 107 115
is_linear=0
shrinkage=0.0032998


Tree=9496
num_leaves=24
num_cat=0
split_feature=1 42 4 1 3 15 1209 3 15 3 0 15 1456 1 3 4 0 48 3 2 2 4 15
split_gain=0.198827 0.119672 0.0985172 0.139694 0.0992839 0.0678393 0.0670216 0.0825168 0.164182 0.0872797 0.0838994 0.0572409 0.0530366 0.0552297 0.104819 0.0546941 0.0588914 0.0556249 0.0513592 0.0479278 0.0741022 0.0236163 0.00925931
threshold=0.13991000000000003 -0.09496499999999998 -0.047714999999999987 0.10801000000000001 0.110335 -0.088819999999999982 0.083050000000000013 -0.0075749999999999993 0.0047550000000000005 -0.11211999999999998 0.11160500000000002 -0.41343999999999997 -0.097034999999999996 0.092985000000000012 -0.095789999999999986 0.057200000000000008 -0.10594499999999998 0.08790000000000002 -0.054399999999999997 0.083885000000000015 0.099185000000000009 -0.081929999999999989 0.084175000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 6 12 -6 7 8 10 -10 -3 -2 -4 14 -14 17 -17 -15 -16 -1 22 -8 -21
right_child=11 2 4 -5 5 -7 21 -9 9 -11 -12 -13 13 15 18 16 -18 -19 -20 20 -22 -23 -24
leaf_value=0.011474926171078648 0.00096009921722047659 -0.007114741257599708 -0.0023130161169178497 0.011950857128497409 0.0012180636994383715 -0.0064474552374472046 0.01049524110580221 0.008020571558491181 0.010387097727063798 0.0034543145893325649 0.0011717621726082289 -0.0062798892872812165 -0.0034258711609167049 0.0011324837549843846 0.0037146877255726488 0.0070061931531308309 0.0012427478676435683 -0.0053236061511096845 0.0074506961702910336 0.0048282541728233031 0.011140280609296761 0.0055840873515518516 0.0017343168289076646
leaf_weight=59 53 59 55 66 76 57 52 103 56 678 83 73 52 131 595 76 151 53 128 64 52 65 52
leaf_count=59 53 59 55 66 76 57 52 103 56 678 83 73 52 131 595 76 151 53 128 64 52 65 52
internal_value=0 0.0036084 0.00327576 0.00441804 0.00230841 -0.00205365 0.00396279 0.0035045 0.00297145 0.00398569 -0.00225857 -0.00322024 0.00277735 0.00301493 0.00385262 0.00143096 0.00318027 -0.000717387 0.0043786 0.00731673 0.00584572 0.00778218 0.0034568
internal_weight=0 2763 2536 1162 1374 133 1096 979 876 734 142 126 1241 1186 775 411 227 184 723 227 168 117 116
internal_count=2889 2763 2536 1162 1374 133 1096 979 876 734 142 126 1241 1186 775 411 227 184 723 227 168 117 116
is_linear=0
shrinkage=0.16829


Tree=9497
num_leaves=24
num_cat=0
split_feature=1 484 4 0 12 52 160 131 2 403 0 130 1 0 52 403 16 16 16 124 12 1 2
split_gain=0.137538 0.0700891 0.0857487 0.0806264 0.0788339 0.0806444 0.0874745 0.0696403 0.12043 0.0619853 0.122776 0.123217 0.0728673 0.0727779 0.0618605 0.0613974 0.0497231 0.107322 0.0490922 0.0420632 0.0461642 0.0371567 0.0312821
threshold=0.13991000000000003 0.12438500000000001 -0.047714999999999987 -0.098429999999999976 0.12399000000000002 -0.046194999999999993 0.098760000000000014 0.090280000000000013 0.078775000000000012 -0.072664999999999993 -0.071749999999999994 0.006490000000000001 0.09697500000000002 0.035525000000000008 -0.015159999999999998 -0.43491999999999992 -0.0050499999999999989 0.0015850000000000003 -0.116045 -0.080429999999999988 0.10793500000000002 0.090485000000000024 0.10709500000000001
decision_type=2 2 2 2 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 -4 10 11 15 13 21 -15 -5 19 -18 -2 -7 -21 -11 -14
right_child=18 -3 4 9 -6 16 -8 -9 -10 12 -12 -13 22 14 -16 -17 17 -19 -20 20 -22 -23 -24
leaf_value=0.0084683046228244425 0.00022336778032304853 0.0078311496215425005 -0.0094770972793992089 -0.0018186263255949627 0.0084015570050054184 -0.0017016242376280287 0.0044713375048524668 0.003643067534559387 -0.00068413210849317663 0.0032005043077875024 0.011215662187701416 0.011149489365847892 0.0037611545916662308 0.0016140721166977585 -0.0063945417938568129 0.003829970652170792 0.011470629313010339 0.0012477437380992262 -0.0064512697160094062 0.0030585728422873092 -0.0018545426558635935 -0.00099244636921117912 0.008781172681992605
leaf_weight=100 71 83 52 75 52 70 103 75 295 423 77 53 84 57 52 196 54 64 55 607 59 69 63
leaf_count=100 71 83 52 75 52 70 103 75 295 423 77 53 84 57 52 196 54 64 55 607 59 69 63
internal_value=0 0.00300235 0.00285213 0.00387253 0.00196025 0.00171606 7.1149e-05 -0.000998573 -0.00200699 0.00347099 0.0051636 0.00371975 0.00256119 0.00173548 -0.00219007 0.00226008 0.00272517 0.00594124 -0.00267591 0.0022071 0.00262063 0.00260882 0.00592481
internal_weight=0 2763 2680 1249 1431 1379 525 422 347 1149 401 324 748 601 109 271 854 118 126 736 666 492 147
internal_count=2889 2763 2680 1249 1431 1379 525 422 347 1149 401 324 748 601 109 271 854 118 126 736 666 492 147
is_linear=0
shrinkage=0.16829


Tree=9498
num_leaves=27
num_cat=0
split_feature=4 12 2 2 12 2 4 42 4 4 2 131 52 1209 1429 1447 4 2 4 130 42 49 403 4 2 4
split_gain=4.97602 1.27742 0.691068 0.337406 0.292866 0.264524 0.420958 0.222408 0.151272 0.147271 0.139961 0.137321 0.130761 0.107967 0.1213 0.110956 0.106285 0.101064 0.0875648 0.0738534 0.0564373 0.0439337 0.0420746 0.0323985 0.0252437 0.0171748
threshold=0.31392000000000003 0.056995000000000011 0.10859000000000001 0.153865 0.093910000000000007 0.078775000000000012 -0.010764999999999999 -0.093129999999999977 -0.078249999999999986 0.05309500000000001 0.13154000000000002 0.064640000000000017 0.042815000000000006 -0.077799999999999994 0.086095000000000019 -0.085574999999999984 0.020110000000000006 0.096080000000000013 0.42118000000000005 0.079945000000000002 -0.099699999999999983 -1.0000000180025095e-35 -0.40578999999999993 -0.077584999999999987 0.094765000000000016 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 2 2
left_child=1 2 5 11 7 6 -1 19 -7 13 16 18 21 -9 15 -15 20 -10 -2 -3 -6 -4 -22 -24 -18 -20
right_child=3 4 12 -5 10 8 -8 9 17 -11 -12 -13 -14 14 -16 -17 24 -19 25 -21 22 -23 23 -25 -26 -27
leaf_value=0.00024367905805356438 0.00038892685488750757 0.0007613451094348096 0.00021160203826985248 -3.3697613368824e-05 0.00077881866051772832 0.00076236068831631823 0.00064271227969271943 0.00086376997620882625 0.00066037265491088561 0.0005787279404148389 0.00047419009652869306 0.00010554307848004981 0.00047220074161665691 0.0005761689041354095 0.00084460330322598889 0.00070996794327274804 0.00051883306992263518 0.00048515782940564004 0.00019551121664435108 0.0009238318476504435 0.0007427109564515081 0.00034152264995951186 0.0006921560760073265 0.0006237430679868083 0.00061317270365590908 0.00027705392673273209
leaf_weight=53 73 60 60 52 53 91 64 54 93 94 55 52 55 76 70 927 67 62 52 72 64 58 128 254 75 75
leaf_count=53 73 60 60 52 53 91 64 54 93 94 55 52 55 76 70 927 67 62 52 72 64 58 128 254 75 75
internal_value=0 0.000654195 0.000510522 0.00020771 0.000691761 0.000592448 0.000462255 0.000720254 0.000654227 0.000706172 0.000636321 0.000257664 0.000338416 0.000716771 0.00070934 0.000699865 0.000650177 0.000590514 0.000297039 0.000850241 0.000673233 0.00027576 0.000660607 0.000646759 0.000568908 0.000243944
internal_weight=0 2585 536 304 2049 363 117 1353 246 1221 696 252 173 1127 1073 1003 641 155 200 132 499 118 446 382 142 127
internal_count=2889 2585 536 304 2049 363 117 1353 246 1221 696 252 173 1127 1073 1003 641 155 200 132 499 118 446 382 142 127
is_linear=0
shrinkage=0.0032998


Tree=9499
num_leaves=15
num_cat=0
split_feature=3 42 42 1 0 16 12 1452 42 1209 1447 1447 0 16
split_gain=0.134571 0.0645256 0.0658407 0.0498683 0.0628521 0.084585 0.0497441 0.0458267 0.0412963 0.0364136 0.0340509 0.0695837 0.0338655 0.0111232
threshold=0.110335 -0.09496499999999998 -0.091229999999999992 0.14132000000000003 -0.099704999999999974 -0.095724999999999991 0.084775000000000003 0.091130000000000017 -0.16404499999999997 0.088540000000000021 -0.085804999999999979 -0.082804999999999976 0.051660000000000005 -0.080789999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 5 -2 -1 9 -8 10 -4 -12 -13 -10
right_child=3 2 7 -5 -6 -7 8 -9 13 -11 11 12 -14 -15
leaf_value=0.010088533708459062 0.0019964810026645977 -0.0025938323524373605 -0.00026187436686998388 -0.0048791266787428494 0.0049090483172041692 -0.0067999954859974511 0.0082888338183179904 0.0076403439052863302 0.00074855758094745145 0.0060089779979111916 0.008582330670822657 0.0029032315086213538 0.00030896204835787258 0.0040487957014361323
leaf_weight=58 74 61 102 67 61 53 53 59 53 101 59 1864 156 68
leaf_count=58 74 61 102 67 61 53 53 59 53 101 59 1864 156 68
internal_value=0 0.00310902 0.00284868 -0.000934561 0.000461658 -0.00166034 0.00579666 0.00299126 0.00435571 0.00287028 0.0027241 0.00287146 0.00270377 0.00261808
internal_weight=0 2634 2402 255 188 127 232 2341 174 2282 2181 2079 2020 121
internal_count=2889 2634 2402 255 188 127 232 2341 174 2282 2181 2079 2020 121
is_linear=0
shrinkage=0.16829


Tree=9500
num_leaves=31
num_cat=0
split_feature=1 47 2 52 2 1 14 2 1 1 2 16 16 2 51 10 43 1 43 4 4 133 403 159 1 52 4 16 43 2
split_gain=7.13186 0.84348 0.529615 0.832878 0.494365 0.472404 0.452984 0.506945 0.450664 0.3051 0.719695 0.165763 0.142082 0.196227 0.20438 0.12761 0.117749 0.102134 0.0958277 0.0927856 0.144508 0.0918598 0.117108 0.0856077 0.0703225 0.0610908 0.0565363 0.0437337 0.0103724 0.00640991
threshold=0.10921500000000002 0.07813500000000001 0.093320000000000014 -0.51745999999999992 1.0000000180025095e-35 0.12288500000000001 0.076450000000000004 -0.085784999999999986 0.089370000000000019 0.077845000000000011 0.082925000000000013 -0.116045 -0.0088649999999999996 0.098655000000000007 -0.13795499999999997 -1.0000000180025095e-35 0.16744000000000003 0.090540000000000023 -0.04133499999999999 0.020110000000000006 0.18095500000000003 0.118995 -0.121015 0.081975000000000006 0.13973000000000005 0.095870000000000011 -0.074729999999999977 0.41580500000000004 -0.045139999999999993 0.10100500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 27 -3 23 7 -1 12 16 17 -10 19 -14 -15 -7 21 18 -11 25 -21 22 -9 -2 -17 -5 -19 -4 -23 -27
right_child=1 4 3 8 -6 15 -8 9 11 10 -12 -13 13 14 -16 24 -18 26 -20 20 -22 28 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.00067217701277914952 0.00066356594831481553 0.00090805936382176472 0.0010760215261487163 0.0010985331523269215 0.00054754980810212811 0.00023279099617349479 0.0012479885342570466 0.0012033775566452757 0.0008388865556802368 0.0009742721735147761 0.00067965316014331105 0.00060125293675320737 0.00097957693064370469 0.00089634908057312679 0.00065196802799674018 0.00035541228381041787 0.00088480680343431899 0.00088150450979449673 0.0011347362150262291 0.00078144115957738355 0.0010053344049880078 0.00099598355846942368 0.001049895777207543 0.00049818548133448003 0.000502305352800847 0.00092224174939429041 0.00099138835087975901 0.0012102863800365032 0.00091427678369629427 0.00099296604057589428
leaf_weight=52 98 93 56 54 76 60 82 62 52 80 95 89 73 73 80 93 53 85 95 73 59 54 757 56 61 58 169 69 54 52
leaf_count=52 98 93 56 54 76 60 82 62 52 80 95 89 73 73 80 93 53 85 95 73 59 54 757 56 61 58 169 69 54 52
internal_value=0 0.000552819 0.000973254 0.000902529 0.000746145 0.000463941 0.00100726 0.000994548 0.00085574 0.00100567 0.000940691 0.000689141 0.000900674 0.000837038 0.000768798 0.000363233 0.00104038 0.000998415 0.00106158 0.000949142 0.000881782 0.00104923 0.00106156 0.000603656 0.000413826 0.00100314 0.000954755 0.00115042 0.000955456 0.000955995
internal_weight=0 537 2426 788 169 368 1638 1556 663 1504 524 141 522 226 153 214 980 429 175 296 132 927 819 154 154 164 254 125 108 110
internal_count=2963 537 2426 788 169 368 1638 1556 663 1504 524 141 522 226 153 214 980 429 175 296 132 927 819 154 154 164 254 125 108 110
is_linear=0
shrinkage=0.0032998


Tree=9501
num_leaves=25
num_cat=0
split_feature=1 1 14 3 3 0 4 47 4 47 3 40 3 4 50 47 0 1 40 160 0 0 157 1
split_gain=10.2169 2.20674 0.676745 0.633589 0.575079 0.660419 0.489921 0.310136 0.280845 0.243929 0.207856 0.198598 0.22043 0.263123 0.167318 0.138501 0.120413 0.120898 0.107209 0.106329 0.104924 0.0712075 0.0694936 0.0591258
threshold=0.10471000000000001 0.12448500000000001 0.056865000000000006 -0.029394999999999998 -0.023409999999999997 0.035525000000000008 0.27998000000000006 0.082465000000000024 -0.44205499999999992 0.09550500000000002 0.090170000000000014 -0.079289999999999985 0.088880000000000015 -0.029404999999999997 0.111725 0.085585000000000008 -0.077809999999999976 0.089895000000000017 -0.050089999999999989 -0.060659999999999992 -0.10339499999999999 -0.046614999999999997 -0.0080549999999999979 0.14078500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 5 9 15 21 -7 14 -5 -6 20 -14 16 -3 17 -1 -8 -18 -13 -2 -16 -20
right_child=1 6 -4 10 11 8 18 -9 -10 -11 -12 12 13 -15 22 -17 19 -19 23 -21 -22 -23 -24 -25
leaf_value=0.00098293631307765994 0.0007226600384258831 0.00026878004177189897 0.0011767465204798582 0.00034128263892961157 0.00059515368738067437 0.00082723839014968751 -1.8348406280794287e-05 0.00089571507361764231 0.00049462368254953482 0.00077559028504431405 0.00056754114393070792 0.0010223917116089938 0.00087787968962799569 0.00058652187422289753 0.00073488993261859841 0.00049885854560711897 0.00078163448749063783 0.00085689099106412521 8.4872410640210973e-05 0.00092950018720609436 0.0008234393228497436 0.00055588083729429143 0.00089441340541636849 0.0002399410315975798
leaf_weight=1058 52 58 100 82 60 61 53 80 52 100 99 54 62 77 53 58 68 95 55 313 70 68 81 54
leaf_count=1058 52 58 100 82 60 61 53 80 52 100 99 54 62 77 53 58 68 95 55 313 70 68 81 54
internal_value=0 0.00044405 0.000910109 0.000607213 0.000897995 0.000920178 0.000220309 0.000735529 0.000674489 0.000935861 0.000465232 0.000768702 0.000808161 0.000716734 0.000945449 0.000384123 0.000955373 0.000972582 0.000102792 0.000903202 0.000910364 0.000628445 0.000831581 0.000162019
internal_weight=0 659 2304 381 2204 1881 278 200 113 1768 181 323 263 139 1668 116 1534 1153 162 381 124 120 134 109
internal_count=2963 659 2304 381 2204 1881 278 200 113 1768 181 323 263 139 1668 116 1534 1153 162 381 124 120 134 109
is_linear=0
shrinkage=0.0032998


Tree=9502
num_leaves=16
num_cat=0
split_feature=39 1456 52 42 484 3 3 16 10 150 3 42 4 4 1429
split_gain=0.120155 0.0838052 0.108601 0.104823 0.0847084 0.0736238 0.0723128 0.0916703 0.094193 0.0787419 0.100936 0.0512212 0.0460352 0.0442573 0.0422424
threshold=0.10096000000000001 -0.080654999999999991 0.11916 0.086000000000000007 0.085405000000000023 -0.088584999999999983 0.11878500000000002 -0.53592999999999991 -0.013164999999999998 0.089810000000000015 0.018975000000000002 0.0069650000000000016 0.028075000000000006 -0.0029949999999999998 0.083985000000000018
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 -3 -9 10 -10 -2 -8 14 -7
right_child=11 4 -4 -5 5 13 12 8 9 -11 -12 -13 -14 -15 -16
leaf_value=0.0063010201753544584 0.0015061017100441287 0.010520688568447373 0.0016144747217557702 0.016090712666813081 -0.0046750982189926711 0.0012388410143802937 0.0038188777580873113 -0.0021602090208236416 0.0043284561056844929 -0.00021475307768608574 0.0098051025230765261 -0.0052209965105850555 -0.0015969518720487966 -0.0017645615194949937 0.0072748094115016862
leaf_weight=79 83 67 62 52 54 73 81 64 1884 100 101 52 98 52 61
leaf_count=79 83 67 62 52 54 73 81 64 1884 100 101 52 98 52 61
internal_value=0 0.00405696 0.00745175 0.0102007 0.00380763 0.000784124 0.00410986 0.00437287 0.00418036 0.00437585 0.00460802 -0.00107177 0.00084375 0.00237872 0.00399997
internal_weight=0 2828 193 131 2635 240 2395 2216 2149 2085 1985 135 179 186 134
internal_count=2963 2828 193 131 2635 240 2395 2216 2149 2085 1985 135 179 186 134
is_linear=0
shrinkage=0.16829


Tree=9503
num_leaves=15
num_cat=0
split_feature=4 51 15 13 147 51 1444 1456 484 51 15 13 52 15
split_gain=0.0874608 0.0672006 0.0607035 0.0776436 0.0591512 0.0585959 0.0695005 0.0736141 0.105589 0.0445003 0.0613484 0.0374898 0.0268865 0.0200744
threshold=0.42118000000000005 -0.41109999999999997 -0.43091499999999999 -1.0000000180025095e-35 0.089245000000000005 0.15358000000000002 -0.080624999999999988 -0.080654999999999991 -0.0091899999999999985 -0.091149999999999981 -0.036279999999999993 -0.013254999999999998 -0.15201999999999996 -0.011959999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -2 5 6 -3 8 -8 10 -9 -11 -1 -6
right_child=2 4 -4 -5 13 -7 7 9 -10 11 -12 -13 -14 -15
leaf_value=0.01022180088529776 -0.0010467544610609349 -0.0024273749349506078 -0.0040566551081138331 0.0069174246160103791 0.0016394803595735829 -0.0013064392018978925 0.01349093436099464 0.0043979047053418234 0.0039423323643585501 0.0031398060139680665 -0.0011899213928028209 0.0046348663776403934 0.0049122743004046321 -0.0027028503409796821
leaf_weight=54 93 53 72 55 65 71 52 98 91 1225 128 792 58 56
leaf_count=54 93 53 72 55 65 71 52 98 91 1225 128 792 58 56
internal_value=0 0.00343861 -4.0768e-05 0.00190077 0.00326554 0.00344081 0.00357974 0.00371393 0.00742712 0.0034764 0.00122517 0.00372775 0.00748827 -0.000355346
internal_weight=0 2743 220 148 2631 2510 2439 2386 143 2243 226 2017 112 121
internal_count=2963 2743 220 148 2631 2510 2439 2386 143 2243 226 2017 112 121
is_linear=0
shrinkage=0.16829


Tree=9504
num_leaves=22
num_cat=0
split_feature=1 148 4 3 49 1375 16 16 1186 13 3 16 1 4 4 16 1 3 1 4 133
split_gain=0.0867201 0.0997414 0.0731218 0.0870934 0.070166 0.0629395 0.060737 0.0764927 0.0666022 0.0677761 0.0997104 0.0685697 0.0516955 0.0446682 0.05094 0.0324589 0.0459704 0.0268672 0.0242762 0.0291324 0.0215519
threshold=0.10932500000000002 -0.062044999999999996 0.42118000000000005 -0.082354999999999984 -0.14799999999999999 -0.10702499999999998 0.31625000000000009 0.064455000000000012 0.085080000000000003 -0.09194999999999999 -0.079774999999999985 -0.12080999999999999 0.077845000000000011 0.50996500000000011 0.62720500000000012 0.62925500000000012 0.082295000000000021 -0.086424999999999988 0.13535500000000003 0.0047050000000000008 0.091545000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 -1 -6 7 8 9 10 -7 -11 17 -4 -15 16 20 -9 19 -5 -8
right_child=1 2 13 18 5 6 15 12 -10 11 -12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.0089221270036375158 -0.0062972615908933015 0.0089515564923753621 -0.0044406477832721033 -0.0018432361674855292 -0.0026786409652500565 -0.0023144103482664034 0.002331807499466914 0.0047672941901718184 -0.0027235808693226375 0.006560982844718702 0.0051623712712250058 0.0032617355564588313 -0.0035789599478896739 0.0037178934850634533 -0.0030729132811057689 0.0021024308838773192 0.010775308820456918 0 0.0045091317544000958 0.0026650686448266145 0.0072449636071589118
leaf_weight=57 52 59 70 75 55 134 52 53 53 206 81 1403 80 74 54 53 58 92 62 88 52
leaf_count=57 52 59 70 75 55 134 52 53 53 206 81 1403 80 74 54 53 58 92 62 88 52
internal_value=0 0.000698649 0.00145712 0.00318939 0.00307187 0.00293053 0.00306445 0.00278723 0.00313876 0.00331009 0.000494068 0.00368525 -0.000137322 -0.00101848 0.000838986 0.00576641 0.00695403 0.00174912 0.00167044 0.000579673 0.00480566
internal_weight=0 534 482 284 2429 2372 2317 2102 1877 1824 215 1609 225 198 128 215 162 145 225 163 104
internal_count=2963 534 482 284 2429 2372 2317 2102 1877 1824 215 1609 225 198 128 215 162 145 225 163 104
is_linear=0
shrinkage=0.16829


Tree=9505
num_leaves=35
num_cat=0
split_feature=1 52 1 123 0 1 123 0 15 0 42 47 43 16 1 1 0 43 15 43 15 0 43 1 16 42 52 16 15 43 16 0 16 15
split_gain=10.647 2.37874 1.13542 0.685406 0.44939 0.414639 0.37242 0.450839 0.178757 0.21618 0.186764 0.174348 0.172718 0.164688 0.130868 0.203171 0.162947 0.121487 0.239063 0.116546 0.15174 0.081373 0.0778452 0.0768166 0.0753838 0.0672965 0.0671574 0.109848 0.0651412 0.0561497 0.0545322 0.0264279 0.0250727 0.0122797
threshold=0.10398500000000001 -0.41694999999999993 0.12313000000000002 1.0000000180025095e-35 -0.074249999999999997 0.098395000000000024 0.081180000000000016 -0.12259499999999998 1.0000000180025095e-35 -0.086659999999999987 0.080725000000000005 0.096770000000000009 -0.084059999999999982 -1.0000000180025095e-35 0.076160000000000019 0.090650000000000022 -0.036459999999999992 -0.081354999999999983 -0.12431499999999999 -0.073079999999999992 -0.38214499999999996 -0.090939999999999979 0.053305000000000012 0.097430000000000017 0.0048000000000000013 -0.079234999999999986 -0.013914999999999999 -0.010264999999999998 0.10189000000000002 0.0019650000000000002 0.30714500000000006 -0.090729999999999991 -0.50720999999999983 0.08487500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 4 5 8 7 32 17 10 33 19 25 -9 16 -16 28 26 -19 -4 -21 -12 29 -17 -20 -6 27 -1 30 -11 -14 -28 -3 -10
right_child=1 2 11 -5 12 -7 -8 13 9 22 21 -13 14 -15 15 23 -18 18 24 20 -22 -23 -24 -25 -26 -27 31 -29 -30 -31 -32 -33 -34 -35
leaf_value=0.0011436007180331323 0.0010420952903598781 0.0003906140862135405 0.00011267890418699414 0.00066327490952631585 0.00082845030332199827 0.00068414650128713502 0.00034362579686983923 0.00082842735268045847 0.0010557032475369545 0.00098799827278251632 0.0012991240554495716 0.0004216921169253471 0.00078019436156501025 0.000589908578523036 0.0011421882460334854 0.00079580565597063178 0.00067952939423148221 0.001068304941986582 0.00089600792581339501 0.0003489280045100928 0.00013071089672276389 0.0011144427168291297 0.00087771672964552017 0.00098001256399142707 0.00075544965753592637 0.00065711779405366324 0.00087099483853099685 0.00098281732253439262 0.00098869674281584384 0.0011067293946589733 0.0009226613622419597 0.00097502761020043071 0.00049582648476658429 0.00097433629844456454
leaf_weight=71 71 54 83 95 54 52 82 79 62 464 55 54 67 55 52 54 52 90 317 94 56 59 69 52 52 53 52 159 57 54 62 88 56 62
leaf_count=71 71 54 83 95 54 52 82 79 62 464 55 54 67 55 52 54 52 90 317 94 56 59 69 52 52 53 52 159 57 54 62 88 56 62
internal_value=0 0.000469994 0.000403674 0.000938949 0.000950789 0.000976504 0.00053702 0.000601868 0.000985674 0.00102065 0.00110577 0.000252085 0.000863504 0.000730791 0.000895729 0.000970876 0.000845693 0.000950826 0.000914021 0.000212626 0.000267695 0.00120385 0.000986078 0.000886504 0.000876296 0.000743914 0.000996388 0.0010326 0.000891958 0.00100044 0.00084894 0.000936639 0.000444497 0.0010153
internal_weight=0 684 613 2304 2209 1706 326 244 1654 825 238 287 503 134 396 158 238 829 459 233 150 114 587 106 369 107 370 230 186 518 129 140 110 124
internal_count=2988 684 613 2304 2209 1706 326 244 1654 825 238 287 503 134 396 158 238 829 459 233 150 114 587 106 369 107 370 230 186 518 129 140 110 124
is_linear=0
shrinkage=0.0032998


Tree=9506
num_leaves=24
num_cat=0
split_feature=4 2 12 2 2 2 2 2 39 12 14 49 0 0 4 51 12 12 1210 12 0 0 0
split_gain=5.31625 2.54333 1.20545 0.899186 0.765935 0.471001 0.445953 0.380701 0.301327 0.275479 0.2148 0.201153 0.166194 0.146425 0.137791 0.122979 0.119336 0.113136 0.107165 0.082735 0.0466687 0.041457 0.0325977
threshold=0.31392000000000003 0.13631000000000001 -0.012249999999999999 -0.007134999999999999 0.091235000000000024 0.098180000000000003 0.072175000000000017 0.15205000000000002 0.10096000000000001 -0.083979999999999985 0.076450000000000004 -0.047179999999999993 -0.088494999999999976 -0.063509999999999983 0.059230000000000012 0.086950000000000013 0.094795000000000004 0.094045000000000004 -0.079004999999999978 0.093740000000000004 -0.105195 -0.014989999999999998 -0.068419999999999995
decision_type=2 2 2 2 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 -3 9 -2 15 -6 -4 17 16 18 21 -14 -8 20 -11 -13 -18
right_child=8 7 4 5 11 -7 10 -9 -10 19 -12 14 13 -15 -16 -17 22 -19 -20 -21 -22 -23 -24
leaf_value=0.00049560386769613809 0.00051446566693200547 0.00075242897049198655 0.00093551337210564633 0.0011670156618922107 0.00087583206450852862 0.00081450076663030244 0.0010539093126307885 0.00036328689716635709 0.00041483784723425095 0.00083256686806582069 0.0013781080298353556 0.0010834901681189739 0.0011647469359581919 0.00094985872011185582 0.00092063720610878854 0.0010574286960163401 0.0010443609686111958 0.0010423154350378287 0.0011993127910045801 0.00062579958491894403 0.000704385590558794 0.001183943583993453 0.0009668446323848833
leaf_weight=58 87 59 88 76 97 93 64 52 62 86 63 219 245 67 96 92 159 136 781 54 57 69 128
leaf_count=58 87 59 88 76 97 93 64 52 62 86 63 219 245 67 96 92 159 136 781 54 57 69 128
internal_value=0 0.00106 0.00108146 0.000851354 0.00110412 0.000973237 0.00114684 0.000570446 0.000624749 0.000670451 0.00118832 0.00101862 0.00106938 0.0010956 0.00103921 0.00117553 0.00105894 0.00112114 0.00118834 0.000739159 0.00078172 0.00110768 0.00100991
internal_weight=0 2642 2531 227 2304 169 1536 111 346 284 1000 768 536 448 671 937 575 381 845 197 143 288 287
internal_count=2988 2642 2531 227 2304 169 1536 111 346 284 1000 768 536 448 671 937 575 381 845 197 143 288 287
is_linear=0
shrinkage=0.0032998


Tree=9507
num_leaves=38
num_cat=0
split_feature=1 52 47 15 3 1 48 3 39 52 15 42 52 3 15 1 42 3 16 15 42 16 1 42 42 16 40 50 50 52 15 42 52 1 42 42 48
split_gain=5.76182 1.07674 0.620211 0.455903 0.383813 0.244362 0.23454 0.233694 0.199258 0.295478 0.1586 0.151583 0.141321 0.126441 0.0961391 0.0899277 0.0834839 0.113547 0.0872789 0.0832224 0.112435 0.0969259 0.174679 0.0820597 0.0702317 0.0596361 0.055081 0.0520643 0.119331 0.06507 0.0505389 0.0488862 0.0395049 0.0353883 0.0285175 0.0398582 0.010234
threshold=0.10378000000000001 -0.41694999999999993 0.078345000000000012 0.039965000000000007 -0.051469999999999995 0.09258000000000001 0.086840000000000014 -0.12077499999999998 0.089155000000000012 1.0000000180025095e-35 0.087670000000000012 0.081605000000000025 -0.092084999999999986 0.30863500000000005 -0.086989999999999984 0.11050000000000001 -0.046564999999999995 -0.062324999999999998 -0.076439999999999994 -0.14051999999999998 0.081605000000000025 -0.04040499999999999 0.079805000000000015 0.083970000000000017 -0.047934999999999992 -0.081204999999999986 -0.074429999999999982 0.08956500000000002 0.10350000000000001 0.008405000000000001 0.085465000000000013 0.097140000000000018 0.11667000000000001 0.098395000000000024 -0.012479999999999998 -0.087724999999999984 0.096595000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 14 7 -4 -1 9 13 11 25 -7 15 -3 -6 18 27 -12 36 21 24 -23 -22 -21 34 -10 29 -29 -18 -13 -25 -31 -14 35 -5 -9
right_child=1 2 6 10 8 12 -8 19 26 -11 16 30 33 -15 -16 -17 17 -19 -20 20 23 22 -24 31 -26 -27 -28 28 -30 32 -32 -33 -34 -35 -36 -37 -38
leaf_value=0.00058039475401542554 0.00079780742878698572 0.00039045185085804688 0.00069994692517049003 0.00077021114491912751 0.00022051654950695483 0.00074224414163096225 0.00043760665334048512 0.00087573096344913993 7.8505675009221757e-05 0.00052850473056885894 0.00077925528220875947 0.001044112175475744 0.00060365740416490018 0.00013483059480922462 0.00058028023494819281 0.00041587024863610903 0.00072541878394867673 0.00065419817775781773 0.00061748688320786729 0.00068846586418391223 0.00089992954824299879 0.00066323091723234065 0.00085721314095433111 0.00077479469413625529 0.00052573858524821208 0.00091599515226185413 0.0002218413122836568 0.0010032921537747083 0.0007795063400862555 0.00087393437857022078 0.00090103311855666088 0.00068140132526461937 0.00078480142906462173 0.00048502334821916185 0.000726645065287816 0.00089505358397419673 0.0007977678446807456
leaf_weight=95 73 69 69 78 52 57 83 61 62 54 95 55 56 67 53 53 99 52 64 72 53 136 84 393 53 60 57 52 57 123 67 81 123 65 60 53 52
leaf_count=95 73 69 69 78 52 57 83 61 62 54 95 55 56 67 53 53 99 52 64 72 53 136 84 393 53 60 57 52 57 123 67 81 123 65 60 53 52
internal_value=0 0.000418351 0.000373544 0.000761977 0.000313781 0.000719496 0.000556927 0.000738316 0.000257302 0.000314985 0.000813427 0.000868751 0.000605111 0.000247745 0.000473207 0.000319459 0.000782342 0.000803633 0.000714363 0.000753511 0.000742241 0.000694912 0.000737457 0.000773159 0.000619751 0.000821428 0.000147458 0.000820672 0.00088659 0.000799743 0.000965825 0.000758909 0.000829511 0.00054022 0.000791537 0.000820989 0.000840166
internal_weight=0 692 619 2296 467 1258 152 1080 345 226 1038 373 178 172 122 105 665 506 159 985 872 345 220 527 125 251 119 454 109 345 122 474 246 121 191 131 113
internal_count=2988 692 619 2296 467 1258 152 1080 345 226 1038 373 178 172 122 105 665 506 159 985 872 345 220 527 125 251 119 454 109 345 122 474 246 121 191 131 113
is_linear=0
shrinkage=0.0032998


Tree=9508
num_leaves=27
num_cat=0
split_feature=1 1 12 2 14 39 13 12 1213 160 49 49 401 2 150 0 50 16 51 13 16 16 0 2 1213 0
split_gain=4.58251 0.647952 0.442705 0.43353 0.274567 0.239065 0.226848 0.158123 0.157335 0.133009 0.130055 0.128333 0.118532 0.110893 0.100772 0.0979684 0.11028 0.09787 0.0917188 0.0824432 0.0902272 0.0548524 0.06506 0.0635253 0.0528341 0.0369061
threshold=0.10378000000000001 0.12313000000000002 0.089585000000000012 0.098655000000000007 0.073890000000000011 0.096625000000000016 -0.092984999999999984 0.098785000000000012 -0.087049999999999975 -0.077034999999999978 -0.046739999999999997 0.12186500000000001 0.083660000000000026 0.11231500000000001 0.10980500000000001 -0.077574999999999991 0.08956500000000002 0.067035000000000011 -0.22964499999999996 -0.085539999999999991 -0.12653999999999996 -0.037309999999999989 -0.082494999999999985 0.10633000000000002 0.036805000000000011 -0.050249999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 4 8 6 -3 -4 12 -2 -5 18 -1 -11 15 19 17 -17 -12 24 -21 22 -20 -23 -10 -8
right_child=1 5 7 10 -6 -7 25 -9 14 13 11 -13 -14 -15 -16 16 -18 -19 21 20 -22 23 -24 -25 -26 -27
leaf_value=0.00084857949193208645 0.00050888420499402807 0.00017249294326899885 0.00069144930618833219 0.00042165385485915121 0.00086859561081387767 0.00010945186221361341 0.00045481226977036292 0.00046650931108371704 0.00071034711959212739 0.00039524225397036554 0.00073705423346052197 0.00043788551725188873 0.00066744110762905536 0.00023747926580175107 0.00053023084686148233 0.00052442433152387119 0.00071717534926225217 0.0006716879123861867 0.00056162198035178629 0.00054471938999466746 0.00067643758045820809 0.00060679334243777519 0.00070179298136874291 0.00046869322766522262 0.00082866512229912734 0.0003323801425278571
leaf_weight=97 52 82 78 57 85 103 64 63 262 103 58 53 71 95 61 144 88 79 72 64 814 86 82 69 54 52
leaf_count=97 52 82 78 57 85 103 64 63 262 103 58 53 71 95 61 144 88 79 72 64 814 86 82 69 54 52
internal_value=0 0.000354259 0.000442958 0.000660717 0.000684035 0.000238922 0.000306094 0.000591194 0.000674968 0.000359212 0.00057172 0.000592003 0.000772237 0.000319726 0.000664511 0.00066993 0.000616599 0.000576752 0.000614163 0.000683791 0.000666876 0.000590982 0.000636487 0.000545544 0.000730678 0.000400233
internal_weight=0 692 391 2296 1819 301 198 141 1734 250 477 420 168 198 1566 1505 311 223 367 1194 878 309 154 155 316 116
internal_count=2988 692 391 2296 1819 301 198 141 1734 250 477 420 168 198 1566 1505 311 223 367 1194 878 309 154 155 316 116
is_linear=0
shrinkage=0.0032998


Tree=9509
num_leaves=29
num_cat=0
split_feature=2 2 2 2 12 12 2 13 150 13 12 11 43 2 43 13 151 42 1429 2 475 50 2 13 133 43 12 43
split_gain=4.7812 2.6612 1.27721 0.958795 0.629562 0.510575 0.487638 0.3882 0.329409 0.283661 0.265037 0.25408 0.227775 0.220607 0.232027 0.2111 0.095377 0.0939427 0.0800466 0.0747461 0.0715057 0.0694544 0.0615297 0.0588117 0.0506409 0.0434367 0.0354517 0.0111612
threshold=0.12026500000000001 -1.0000000180025095e-35 0.099185000000000009 0.16423500000000002 0.086085000000000009 -0.012249999999999999 0.072175000000000017 -1.0000000180025095e-35 1.0000000180025095e-35 -1.0000000180025095e-35 0.089485000000000023 1.0000000180025095e-35 -0.080454999999999985 0.088005000000000014 -0.010629999999999999 -0.0073899999999999999 -0.086769999999999986 0.092175000000000021 0.084485000000000018 0.087100000000000025 -0.065099999999999977 0.08956500000000002 0.083885000000000015 -0.08620499999999999 0.092215000000000005 -0.031974999999999996 0.088930000000000023 0.0034500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 10 8 12 7 17 9 -4 15 13 -1 14 22 -2 -15 23 -18 -16 -6 -19 -8 -3 25 -22 -25 -27
right_child=3 2 4 -5 20 -7 11 -9 -10 -11 -12 -13 -14 16 19 -17 18 21 -20 -21 24 -23 -24 26 -26 27 -28 -29
leaf_value=0.00061747938946295601 0.00047640734378834174 0.00094530123612145383 0.00065103059535601268 0.00025792551874186033 0.0010738529792605493 0.00080729873635300182 0.0009422868781060104 0.00075958995922496679 0.00053695747080839142 0.00092919365051472849 0.00080048032839898499 0.0012650703778046021 0.00033271056799329943 0.00090262142593798556 0.0011522772882622708 0.00071787797288116746 0.0010232127084696732 0.00087912818972371706 0.001150274519249499 0.0012922893411927941 0.0010466036188959056 0.0010198921486481768 0.0010710101582453557 0.0010173326436375215 0.00086396174068741212 0.00088523662477148484 0.0011173354129623172 0.00096886736330398303
leaf_weight=68 94 57 70 86 56 98 53 90 67 97 95 77 57 68 250 70 516 98 66 56 61 72 294 83 78 52 104 55
leaf_count=68 94 57 70 86 56 98 53 90 67 97 95 77 57 68 250 70 516 98 66 56 61 72 294 83 78 52 104 55
internal_value=0 0.000973778 0.00100559 0.000560483 0.000863086 0.000628425 0.00104611 0.000957638 0.000733977 0.000812809 0.00066081 0.0010784 0.000487907 0.00106734 0.00111081 0.000579689 0.00102361 0.00100061 0.00103768 0.00117802 0.000963008 0.000938953 0.00105145 0.00104342 0.000937632 0.000971627 0.00107314 0.000928554
internal_weight=0 2643 2420 345 536 223 1884 504 234 167 259 1380 125 1303 653 164 650 414 582 306 302 170 347 244 246 168 187 107
internal_count=2988 2643 2420 345 536 223 1884 504 234 167 259 1380 125 1303 653 164 650 414 582 306 302 170 347 244 246 168 187 107
is_linear=0
shrinkage=0.0032998


Tree=9510
num_leaves=27
num_cat=0
split_feature=1 3 15 12 12 156 34 43 3 3 0 0 3 1 3 3 12 0 15 1 15 1213 403 1 1 15
split_gain=7.53093 1.2772 0.652298 0.466973 0.481709 0.444658 0.379397 0.33641 0.233158 0.366287 0.222605 0.203183 0.193101 0.178288 0.159606 0.137932 0.202333 0.129002 0.0997954 0.0913069 0.0796296 0.0752149 0.0894614 0.0680119 0.0678919 0.0326037
threshold=0.10575500000000002 -0.041789999999999994 -0.24211499999999997 0.056995000000000011 0.11755500000000001 0.091280000000000014 -0.027829999999999997 -0.082134999999999986 0.076825000000000018 0.3148450000000001 -0.14164999999999997 -0.15184499999999998 -0.11749 0.085410000000000014 -0.0048549999999999991 -0.081184999999999993 0.08401500000000002 -0.22745499999999999 -0.076929999999999985 0.085550000000000015 0.097125000000000003 0.084325000000000011 -0.072349999999999984 0.12381000000000002 0.11657000000000002 -0.010414999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 10 13 -3 -4 23 11 -5 -10 19 18 -15 16 25 -16 -1 -12 -18 22 -17 -8 -9 -14
right_child=1 6 7 4 -6 -7 8 24 9 -11 12 -13 15 14 17 21 20 -19 -20 -21 -22 -23 -24 -25 -26 -27
leaf_value=0.00090412956521225248 0.00031320213998035381 9.7003268394749235e-05 0.00051425148021017899 0.0010595143633726422 0.00062149818294742073 0.0010184058249729983 0.00033391914783085868 0.00089548194086781297 0.00037880288018560091 0.0002589599833939372 0.00065594616936697154 0.00064351781832652105 0.00097413169647994245 0.0005108361809274787 0.00060570889821142087 0.00073042384611931709 0.00089759692636431204 0.00083167418765307582 0.00071680416087514863 0.00083901653441002084 0.00075984305900442131 0.00094660138940489043 0.00084824103986992064 0.00017488050816959034 0.000734239053570113 0.0010974953824143322
leaf_weight=52 53 65 55 74 83 55 61 71 52 79 64 84 53 76 63 88 848 52 87 61 52 73 481 59 54 60
leaf_count=52 53 65 55 74 83 55 61 71 52 79 64 84 53 76 63 88 848 52 87 61 52 73 481 59 54 60
internal_value=0 0.000441757 0.000636126 0.000847919 0.000868889 0.000742326 0.000328449 0.000731013 0.000373251 0.000438519 0.000879945 0.000542562 0.00087246 0.000696206 0.000629847 0.000882023 0.000906474 0.000708191 0.000787136 0.000745566 0.000889677 0.000843386 0.000830082 0.000256019 0.000826107 0.00103995
internal_weight=0 633 233 2322 1937 385 400 180 335 215 1854 136 1780 330 191 1655 1013 115 139 125 900 642 569 120 125 113
internal_count=2955 633 233 2322 1937 385 400 180 335 215 1854 136 1780 330 191 1655 1013 115 139 125 900 642 569 120 125 113
is_linear=0
shrinkage=0.0032998


Tree=9511
num_leaves=10
num_cat=0
split_feature=3 10 40 1371 1374 147 484 0 42
split_gain=0.137383 0.10962 0.103936 0.0930856 0.121522 0.0827121 0.0571903 0.0747034 0.0491805
threshold=0.3148450000000001 -0.084514999999999993 0.0052450000000000005 0.083235000000000017 1.0000000180025095e-35 0.09414500000000002 0.097360000000000016 -0.084114999999999981 0.10045500000000002
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 8 -8 -3
right_child=-2 2 -4 -5 -6 -7 7 -9 -10
leaf_value=0.012381221637818143 -0.00073950892858931909 0.0054509335690726144 -0.001230080948354341 0.012780378746751791 -0.0022483817635431283 -0.00063493784246904442 0.01418821114743452 0.0061749175210689148 0.0077763240040408825
leaf_weight=70 94 2128 61 53 54 55 54 88 298
leaf_count=70 94 2128 61 53 54 55 54 88 298
internal_value=0 0.00578216 0.00561601 0.00576964 0.00563016 0.00579305 0.00593142 0.00923488 0.00573732
internal_weight=0 2861 2791 2730 2677 2623 2568 142 2426
internal_count=2955 2861 2791 2730 2677 2623 2568 142 2426
is_linear=0
shrinkage=0.16829


Tree=9512
num_leaves=29
num_cat=0
split_feature=1 4 12 12 12 1 4 1 13 12 1 4 4 484 4 4 13 49 1209 12 13 133 16 51 0 13 13 1
split_gain=9.28961 1.76577 1.02511 0.803093 0.630382 0.609398 0.578062 0.469471 0.306303 0.260074 0.245419 0.239054 0.278818 0.207736 0.185034 0.152899 0.14598 0.15565 0.147708 0.133905 0.10563 0.0993871 0.0955342 0.0499226 0.0533444 0.0395957 0.0236017 0.020323
threshold=0.10575500000000002 0.27420500000000009 0.085075000000000026 0.056995000000000011 0.093125000000000013 0.13074500000000003 -0.14088999999999999 0.11649500000000002 -0.11760499999999999 0.11755500000000001 0.087545000000000026 -0.14994999999999997 0.018150000000000003 0.087020000000000014 -0.005814999999999999 -0.0005399999999999999 0.05889500000000001 -0.07929499999999999 0.086895000000000014 -0.060304999999999991 -0.077869999999999981 0.087950000000000014 -0.50472499999999987 -0.020969999999999996 -0.072624999999999981 -0.11210999999999999 -0.016759999999999994 0.086285000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 6 8 22 27 -4 -5 15 19 -2 -13 16 -12 20 17 -10 -19 -8 -6 -15 -3 -22 -25 -7 -17 -1
right_child=1 5 7 4 9 25 10 -9 13 -11 14 12 -14 21 -16 26 -18 18 -20 -21 23 -23 -24 24 -26 -27 -28 -29
leaf_value=0.00098015115177611735 0.00069563239232657591 0.00038939884135794826 0.0010557733999566419 0.0012572417662110404 0.001085686303225574 0.00023945625767695118 0.00097393292221157333 0.00069237670331515132 0.00083809670562242961 0.00072901240554435062 0.00049572048002277007 0.00030868072692969085 0.0006155640028046392 0.001232247104860202 0.00073990777365597928 0.00086950571358201251 0.00085509439840803024 0.0010353546087541587 0.00087563181175116973 0.00075634584279964719 0.0010354964331403956 0.0010364714892115055 0.00056402890285238568 0.00095265488977432479 0.00085432341714893642 0.00012640074632168586 0.00077139669661524263 0.0010865089582612389
leaf_weight=52 52 73 75 63 66 56 56 82 54 83 54 82 54 71 96 86 70 912 71 75 54 53 68 201 100 91 53 52
leaf_count=52 52 73 75 63 66 56 56 82 54 83 54 82 54 71 96 86 70 912 71 75 54 53 68 201 100 91 53 52
internal_value=0 0.000509727 0.000669055 0.000960816 0.000988266 0.000318742 0.00082262 0.000866198 0.00103042 0.000903373 0.000744384 0.000504232 0.00043079 0.00101879 0.000652235 0.000929153 0.00100418 0.00101421 0.00102385 0.000849629 0.00096103 0.00114885 0.000473867 0.000937756 0.000920104 0.000169709 0.000832351 0.00103367
internal_weight=0 633 345 2322 1937 288 385 157 1294 643 281 188 136 1231 150 560 1107 1037 983 131 421 124 141 355 301 147 139 104
internal_count=2955 633 345 2322 1937 288 385 157 1294 643 281 188 136 1231 150 560 1107 1037 983 131 421 124 141 355 301 147 139 104
is_linear=0
shrinkage=0.0032998


Tree=9513
num_leaves=35
num_cat=0
split_feature=1 4 3 39 13 159 4 1 4 16 1 42 3 1209 13 16 13 49 13 4 42 13 1 13 1 1456 49 3 52 52 403 42 13 16
split_gain=5.92708 0.990491 0.931194 0.482956 0.395793 0.378651 0.296932 0.264047 0.246867 0.240367 0.231825 0.20858 0.174347 0.213367 0.177442 0.155001 0.15374 0.132785 0.105559 0.0965707 0.277568 0.119915 0.0873779 0.0816145 0.0763526 0.0762771 0.0695781 0.0673488 0.0514768 0.0412806 0.0340924 0.0209203 0.0191055 0.00777733
threshold=0.10557500000000002 0.41377500000000006 -0.069049999999999986 0.0047850000000000011 -0.0021099999999999995 0.083310000000000009 -0.040394999999999993 0.13074500000000003 -0.085799999999999987 -0.50472499999999987 0.088035000000000016 0.087605000000000002 -0.081184999999999993 0.086665000000000006 -0.088384999999999977 -0.04040499999999999 0.036560000000000002 -0.042254999999999994 0.17888000000000001 -1.0000000180025095e-35 -0.04034999999999999 0.0014600000000000001 0.11617500000000001 -0.074349999999999986 0.080545000000000019 0.086455000000000018 -0.0072349999999999992 -0.066789999999999974 -0.09590499999999999 -0.085924999999999987 -0.083864999999999981 0.084895000000000012 0.022635000000000006 -0.084064999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 22 4 11 6 -4 9 16 -3 -5 12 13 14 -1 -8 28 -10 -18 20 32 -21 -2 -9 31 26 -13 30 -6 -16 -28 33 -19 -14
right_child=1 7 5 10 8 -7 15 23 17 -11 -12 25 24 -15 29 -17 18 19 -20 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 -32 -33 -34 -35
leaf_value=0.0010517798842388797 0.00083592249102807737 0.0002277455560745713 0.00067802718663795899 0.00073345109271454035 0.00084520773361136637 0.000186253483596539 0.00049531442626400972 0.0002500113954221911 0.00055616305330656861 0.000535881022630733 0.0004558667731060517 0.0006878770684193786 0.00076579212939750969 0.00069810981413166446 0.00083399870623049376 0.00025956834878321559 0.00068087565033393628 0.00079211836609908114 0.00086711218347235684 0.00091214884101564742 0.00047643787472914515 0.00069493098072344914 0.00066674695818553565 8.5349718090818374e-05 0.00068658928722458888 0.00067299953593187285 0.00087909824244897163 0.00069976436536547048 0.00099748724096600369 0.00091263059532574844 0.00081258711188134927 0.00089156170100867496 0.00071002733453829747 0.00083567399513220124
leaf_weight=98 75 52 63 72 56 58 76 73 69 60 62 53 55 52 107 52 91 71 56 54 57 62 66 61 57 54 129 52 52 368 393 53 85 61
leaf_count=98 75 52 63 72 56 58 76 73 69 60 62 53 55 52 107 52 91 71 56 54 57 62 66 61 57 54 129 52 52 368 393 53 85 61
internal_value=0 0.000438882 0.000542399 0.000798614 0.000810455 0.000420745 0.000491768 0.000274628 0.000741964 0.000393133 0.000605279 0.000839625 0.000874491 0.000903308 0.000921869 0.000399818 0.000822842 0.000690057 0.000752063 0.000718032 0.000675212 0.000796353 0.000756984 0.000175316 0.00079464 0.000796004 0.000806541 0.000817437 0.000918854 0.000894992 0.000829091 0.000830875 0.000747615 0.000802844
internal_weight=0 636 390 2319 2185 249 191 246 653 112 134 1532 851 625 573 128 255 398 147 329 213 116 141 134 226 681 627 574 108 475 522 169 156 116
internal_count=2955 636 390 2319 2185 249 191 246 653 112 134 1532 851 625 573 128 255 398 147 329 213 116 141 134 226 681 627 574 108 475 522 169 156 116
is_linear=0
shrinkage=0.0032998


Tree=9514
num_leaves=20
num_cat=0
split_feature=4 2 39 2 0 11 133 2 15 0 4 2 15 0 4 0 11 403 2
split_gain=4.27553 1.43321 1.01905 0.312324 0.604901 0.220995 0.213964 0.192181 0.184177 0.17409 0.170624 0.147379 0.141901 0.119087 0.286388 0.11421 0.0918591 0.0546489 0.0583762
threshold=0.40318000000000004 0.13388500000000003 0.0047850000000000011 0.10043500000000001 -0.12851999999999997 1.0000000180025095e-35 0.087045000000000025 0.15305000000000002 -0.43091499999999999 -0.10147999999999999 0.51292000000000015 0.096325000000000008 0.11883000000000001 -0.064994999999999983 -0.34140499999999996 -0.099704999999999974 0.082245000000000013 -0.071919999999999984 0.10859000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 12 11 -3 10 -10 -2 -4 13 15 -15 -1 17 -6 -19
right_child=8 7 6 4 16 -7 -8 -9 9 -11 -12 -13 -14 14 -16 -17 -18 18 -20
leaf_value=0.0006951786651225359 0.00052162884980452406 0.00047603278353997209 0.00066470349585437372 0.00039437504123606809 0.0005990203498106039 0.00091743382779298579 0.00032993735401552548 0.00021412032135220758 0.00030630463869529877 7.3800462698107373e-05 0.00029119655326352172 0.00043765643253134367 0.00059503506743221655 0.00084367516329565424 0.00053685191531592632 0.00077998732842949887 0.00084000843622090819 0.00078187900476042868 0.0006725771909633552
leaf_weight=207 55 74 76 75 55 99 60 53 84 61 100 55 60 58 80 1406 62 100 135
leaf_count=207 55 74 76 75 55 99 60 53 84 61 100 55 60 58 80 1406 62 100 135
internal_value=0 0.000709624 0.000726822 0.000745792 0.000664477 0.000763953 0.00049453 0.000367008 0.000293821 0.000208735 0.00037319 0.000569647 0.000755543 0.000761023 0.000666062 0.000769125 0.000721927 0.00069656 0.000719239
internal_weight=0 2655 2528 2337 427 1910 191 127 300 145 155 131 1811 1751 138 1613 352 290 235
internal_count=2955 2655 2528 2337 427 1910 191 127 300 145 155 131 1811 1751 138 1613 352 290 235
is_linear=0
shrinkage=0.0032998


Tree=9515
num_leaves=24
num_cat=0
split_feature=4 11 150 15 52 157 52 52 42 4 151 12 52 16 43 52 50 16 12 12 43 4 16
split_gain=0.302792 0.19373 0.092429 0.134337 0.0768881 0.123201 0.141384 0.121681 0.105685 0.0682587 0.0608742 0.0719554 0.0559045 0.165423 0.0518415 0.0506922 0.0386475 0.0778595 0.038518 0.0395405 0.0343997 0.032622 0.029611
threshold=0.31392000000000003 0.090310000000000015 0.081245000000000026 -0.43091499999999999 -0.087604999999999988 -0.078734999999999986 -0.23815499999999998 -0.065394999999999995 0.084115000000000009 0.51367000000000018 0.0014250000000000003 0.083785000000000012 -0.0094049999999999984 -0.0096749999999999978 -0.083284999999999984 0.091360000000000011 0.021890000000000003 -0.008454999999999999 0.087625000000000022 0.023990000000000004 -0.057539999999999994 -0.085739999999999997 0.27450000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 9 5 6 -1 8 20 -2 11 15 13 -13 -14 21 17 -7 19 -19 -6 -9 -20
right_child=2 -3 -4 -5 7 16 -8 10 -10 -11 -12 12 14 -15 -16 -17 -18 18 22 -21 -22 -23 -24
leaf_value=0.007688262591260534 0.0080424033695130851 0.015941653862673769 0.0066849186742277619 -0.0049599457237235528 -0.0043852258551469502 0.013529307175621367 0.018945757975505122 0.0070280861579990689 0.0076409491556882862 0.0003918248320706758 0.0020768977854623287 -0.0029961609680477768 0.0045242280740554397 0.0091869009628753155 0.0072492528161155973 0.0059696142897989217 0.0029413497000701314 0.0068119751624974778 0.011313785085432942 0.0010092183144421658 0.0017211866932708506 0.011778662873036127 0.0068817141698760296
leaf_weight=66 52 68 75 96 52 58 62 57 58 92 78 64 249 62 1042 99 54 93 66 53 52 169 134
leaf_count=66 52 68 75 96 52 58 62 57 58 92 78 64 249 62 1042 99 54 93 66 53 52 169 134
internal_value=0 0.0070559 0.00152782 -7.62864e-05 0.00681991 0.00852224 0.0131551 0.00631569 0.00188052 0.00316701 0.00670948 0.00691588 0.00639371 0.00298442 0.00672506 0.00918702 0.00722353 0.00779146 0.00682443 0.0047178 -0.00131474 0.0105885 0.00835328
internal_weight=0 2636 315 240 2568 586 128 1982 162 144 1820 1742 1417 126 1291 325 458 404 346 146 104 226 200
internal_count=2951 2636 315 240 2568 586 128 1982 162 144 1820 1742 1417 126 1291 325 458 404 346 146 104 226 200
is_linear=0
shrinkage=0.16829


Tree=9516
num_leaves=30
num_cat=0
split_feature=4 3 3 3 43 39 13 3 4 4 3 42 13 3 13 52 158 43 4 50 42 52 133 150 157 39 3 42 11
split_gain=17.3138 4.49537 1.54585 1.12573 1.06391 1.0097 0.724632 0.723253 0.621991 0.466653 0.643273 0.339384 0.350392 0.275169 0.246264 0.197717 0.189729 0.180564 0.179879 0.178215 0.230835 0.14902 0.148504 0.144599 0.134827 0.117263 0.0796766 0.0617917 0.00762228
threshold=0.31392000000000003 -0.065674999999999983 0.28833000000000003 0.35004500000000011 -0.041049999999999996 0.08955500000000001 -0.098524999999999988 -0.099169999999999994 0.053330000000000009 -0.14595999999999995 0.092005000000000017 -1.0000000180025095e-35 -0.0088749999999999992 1.0000000180025095e-35 0.032645000000000007 -0.11263999999999999 0.080235000000000015 0.13751500000000003 -1.0000000180025095e-35 0.10732000000000001 0.091485000000000025 0.0035300000000000006 0.0089800000000000019 0.082085000000000019 -0.017409999999999998 0.086400000000000018 -0.10115999999999999 0.11517500000000001 0.087505000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 5 11 13 7 -1 14 -6 17 -3 25 -2 19 28 21 18 -11 20 23 -10 26 -8 -21 -13 -17 -22 -16
right_child=3 2 -4 -5 9 -7 8 -9 16 10 -12 12 -14 -15 15 22 -18 -19 -20 24 27 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0017136318898580923 0.00047036004680371722 0.0010113805793898355 0.00043212159148424027 -7.4480455947483008e-05 0.0012842700097196991 0.00014681154701520779 0.0013123770287447227 0.0011960213609948026 0.00087076326143165354 0.0010386151657068056 0.0007752864913884264 0.00092581378640361198 0.00049485289554400467 0.00074251837501064977 0.0012287742391822501 0.0009107117534579355 0.0011991598147626694 0.00098138477042078063 0.0012944854042137698 0.0010384674603317998 0.0011486349947587239 0.0011041001155745996 0.0012019635386724124 0.0011687301746473072 0.0012366880749800032 0.0007071629352012076 0.0010957354153983973 0.0012741490661822253 0.0013086828166690627
leaf_weight=68 99 59 63 58 95 88 870 53 75 52 86 59 53 70 54 52 58 71 78 66 176 53 77 89 98 53 58 66 54
leaf_count=68 99 59 63 58 95 88 870 53 75 52 86 59 53 70 54 52 58 71 78 66 176 53 77 89 98 53 58 66 54
internal_value=0 0.00115895 0.00092508 0.000340244 0.00097627 0.000433976 0.00123847 0.0014872 0.00122215 0.0010824 0.00101546 0.000795121 0.000717578 0.000583297 0.00124254 0.00115466 0.00104003 0.00111804 0.00119241 0.0012615 0.00127572 0.000967655 0.0010884 0.00129908 0.00115713 0.00082266 0.00100859 0.00118301 0.00126905
internal_weight=0 2636 669 315 606 257 1967 121 1846 382 287 224 165 169 1660 295 186 201 130 1365 1201 128 187 959 164 112 110 242 108
internal_count=2951 2636 669 315 606 257 1967 121 1846 382 287 224 165 169 1660 295 186 201 130 1365 1201 128 187 959 164 112 110 242 108
is_linear=0
shrinkage=0.0032998


Tree=9517
num_leaves=24
num_cat=0
split_feature=3 15 3 12 43 12 43 3 12 16 3 15 1429 3 16 15 16 12 16 3 51 3 1455
split_gain=5.53219 1.31332 0.866739 0.598384 0.551 0.510293 0.403694 0.397263 0.253698 0.249315 0.189874 0.145514 0.12625 0.176179 0.137968 0.118434 0.114743 0.103258 0.145273 0.0755589 0.0734689 0.0660621 0.0563578
threshold=-0.057749999999999989 -0.24211499999999997 0.28833000000000003 0.023990000000000004 -0.041049999999999996 0.083785000000000012 -0.095314999999999983 0.10402500000000002 -1.0000000180025095e-35 -0.23389999999999997 0.094635000000000011 -0.089849999999999985 0.099800000000000014 -0.14186499999999996 0.11160500000000002 0.083185000000000023 -0.010749999999999997 0.096425000000000025 -0.072904999999999984 0.12745000000000004 -0.091149999999999981 0.086845000000000019 0.0093900000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 10 4 -1 6 15 -3 8 -6 11 -2 -7 13 14 -11 -5 -8 22 -19 -9 -10 -22 -15
right_child=1 2 -4 5 7 9 16 19 20 12 -12 -13 -14 17 -16 -17 -18 18 -20 -21 21 -23 -24
leaf_value=0.00050976813552893244 0.00014541889289378909 0.00067360475576641414 0.00021078089147294666 0.0011145522993243058 0.00060039134168761801 0.00057177211942128017 0.00046132311062835443 0.0004424842944804179 0.00093457747136233536 0.0010464740256291389 0.00035727816007417943 0.00078825054500536213 0.00065506105833232592 0.00083522096241688492 0.00083006661773597041 0.00090278060001177469 0.00026376351894792736 0.00085923120480144958 0.00071604103673767263 0.00061275881203518197 0.00085816824894210367 0.00069742080774903143 0.00075051026376296039
leaf_weight=70 96 67 68 73 80 75 62 63 52 68 90 65 52 1144 66 52 69 119 242 56 62 58 102
leaf_count=70 96 67 68 73 80 75 62 63 52 68 90 65 52 1144 66 52 69 119 242 56 62 58 102
internal_value=0 0.000492401 0.000563674 0.000811128 0.000605786 0.000821361 0.000464665 0.000681006 0.000755523 0.000808062 0.000248121 0.000672532 0.000818625 0.00082349 0.000940148 0.00102674 0.000357534 0.00081374 0.00076334 0.00052291 0.000827473 0.000780767 0.000828315
internal_weight=0 823 637 2128 569 2058 198 371 252 1933 186 140 1793 1741 134 125 131 1607 361 119 172 120 1246
internal_count=2951 823 637 2128 569 2058 198 371 252 1933 186 140 1793 1741 134 125 131 1607 361 119 172 120 1246
is_linear=0
shrinkage=0.0032998


Tree=9518
num_leaves=21
num_cat=0
split_feature=15 2 2 13 3 3 3 16 14 150 0 1453 457 51 3 43 0 12 42 16
split_gain=0.19445 0.106781 0.0966928 0.145503 0.10045 0.0897784 0.0885787 0.0830823 0.114507 0.0752677 0.0532171 0.0719569 0.0455325 0.0433112 0.104831 0.0426143 0.0385736 0.100412 0.061643 0.03713
threshold=-0.26361999999999991 -0.007134999999999999 0.092155000000000015 -0.097214999999999982 -0.14326499999999995 -0.096099999999999977 -0.24149499999999999 -0.42170999999999997 -0.42227999999999993 1.0000000180025095e-35 -0.14043999999999998 -0.040249999999999987 0.086120000000000016 0.046060000000000011 0.13470000000000001 -0.0071849999999999995 -0.071379999999999985 0.09253500000000002 0.11234000000000001 -0.11158
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 9 3 -3 6 -6 -4 15 -9 -2 -5 -12 13 19 -15 -1 18 -18 -13 -7
right_child=1 2 4 10 5 12 -8 8 -10 -11 11 16 -14 14 -16 -17 17 -19 -20 -21
leaf_value=0.0020359201488582375 0.0057336829862150267 0.014403969565836785 0.0064206746714220416 0.011662351925117935 -0.00075072420345767598 0.0031016331532232179 0.014790686240067633 0.0037003685079764811 -0.0068017630697191729 -0.0024675501483495308 0.0025225972074214079 0.0076529695240514818 0.0014682497210562393 0.011904556670217531 0.0025981539746601327 0.0087498334934985079 0.014696987424981356 0.0061216781842297948 0.0017325266309456654 0.0062513325191330231
leaf_weight=57 76 98 84 91 64 143 64 63 55 54 81 1100 65 100 53 52 75 82 53 441
leaf_count=57 76 98 84 91 64 143 64 63 55 54 81 1100 65 100 53 52 75 82 53 441
internal_value=0 0.00704019 0.00727639 0.00810273 0.00598702 0.00529019 0.0100523 0.00190247 -0.00117947 0.0023132 0.00768484 0.00742333 0.0057745 0.00615186 0.00869251 0.00525537 0.00772499 0.0102296 0.00738238 0.00548316
internal_weight=0 2724 2594 1580 1014 866 148 227 118 130 1482 1391 802 737 153 109 1310 157 1153 584
internal_count=2951 2724 2594 1580 1014 866 148 227 118 130 1482 1391 802 737 153 109 1310 157 1153 584
is_linear=0
shrinkage=0.16829


Tree=9519
num_leaves=24
num_cat=0
split_feature=1 3 4 4 124 2 0 475 2 4 16 16 4 1429 4 0 43 3 2 4 15 42 1
split_gain=9.46554 1.75868 1.05123 0.756086 0.682696 0.416128 0.415819 0.394495 0.440768 0.314285 0.297135 0.869321 0.231332 0.221663 0.206201 0.311899 0.204836 0.180976 0.127739 0.117201 0.0867539 0.0654942 0.0561473
threshold=0.10749500000000002 -0.063264999999999988 0.053925000000000008 0.41165000000000002 -0.082254999999999981 0.13775000000000001 -0.10998999999999999 -0.085684999999999997 0.10100500000000003 0.31392000000000003 0.25968500000000005 -0.026479999999999997 0.27020000000000005 0.082195000000000018 -0.50231999999999988 -0.066734999999999975 -0.072829999999999992 0.086845000000000019 0.10859000000000001 0.50541500000000006 -0.089179999999999982 0.091785000000000019 0.13074500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 16 -1 9 12 13 14 18 11 -10 -4 -6 -9 17 -2 -16 -3 -7 -8 -22 -11
right_child=1 5 6 -5 7 19 20 8 10 22 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.00069047286847752343 0.00079056985099237073 0.00066423175212675263 0.0010642100459054323 0.00044579582610991422 0.00099921817133521887 0.00030411124230894204 0.00078591850268838954 0.0012266397809778072 0.00099161385636771689 0.00040965309013922953 0.001031221471233293 0.00049928219794175108 0.00078187294779008792 0.0012651142588338635 0.0010290689903164245 0.0007803078838399068 0.0010648557352329142 0.00083602756060164446 0.00046058772568808546 0.00010307175650050951 0.00055370502475346353 0.00071831815934974078 0.00026145909416110889
leaf_weight=75 67 68 72 54 54 83 69 52 93 52 81 68 59 102 1428 62 56 57 70 52 58 54 65
leaf_count=75 67 68 72 54 54 83 69 52 93 52 81 68 59 102 1428 62 56 57 70 52 58 54 65
internal_value=0 0.00049958 0.000974074 0.000772562 0.00100103 0.000375597 0.000794958 0.00101267 0.000999044 0.000454162 0.000866821 0.000783891 0.00093732 0.0011733 0.00101903 0.00101203 0.000915734 0.00102168 0.000561189 0.000226935 0.000691729 0.000633387 0.000327624
internal_weight=0 567 2384 177 2072 390 312 1997 1841 255 242 161 131 156 1599 1547 123 1485 138 135 181 112 117
internal_count=2951 567 2384 177 2072 390 312 1997 1841 255 242 161 131 156 1599 1547 123 1485 138 135 181 112 117
is_linear=0
shrinkage=0.0032998


Tree=9520
num_leaves=25
num_cat=0
split_feature=4 1 2 2 2 16 14 16 16 39 2 13 14 51 50 1 4 2 2 50 49 15 16 43
split_gain=10.0538 2.98525 1.1079 0.707072 0.698811 0.56298 0.387948 0.353051 0.440501 0.305767 0.25141 0.245051 0.287824 0.211615 0.239868 0.272171 0.206895 0.198637 0.179546 0.164144 0.144581 0.116893 0.105825 0.098796
threshold=0.31392000000000003 0.10359500000000001 0.14253500000000002 0.15205000000000002 0.10836000000000003 0.51041000000000014 0.064610000000000015 -0.019749999999999993 0.022165000000000004 0.08252000000000001 1.0000000180025095e-35 -0.16140499999999997 -0.41992499999999994 0.0064150000000000014 0.081580000000000014 0.077690000000000023 0.032770000000000001 0.12860500000000002 0.11693000000000002 0.11363000000000002 0.085925000000000015 0.037885000000000009 -0.11807499999999999 -0.078169999999999976
decision_type=2 2 2 2 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 11 6 7 9 10 -9 13 -3 -2 -13 16 15 -15 20 21 -14 -16 -1 23 -18 -6
right_child=3 2 -4 -5 17 -7 -8 8 -10 -11 -12 12 18 14 19 -17 22 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0010391294627958444 0.00060591221605016269 0.00094952080917397026 0.00024019995074276622 0 0.00094036249715124761 0.00099363471283939664 0.0012465863143477612 0.00032512719042717363 0.00072551799257139515 0.00082232280999854448 0.00065041492491312166 0.00056303608709110066 0.00036967278692050568 0.00096206517971096953 0.0011807424326568364 0.00065010211154867769 0.00098906902392370023 0.00065735558708158862 0.00013552027734213884 0.00092739894355039945 0.0011439465698788113 0.0010235981900151832 0.00080249445007600018 0.00075516908907683486
leaf_weight=1224 56 64 52 55 58 84 84 53 70 87 61 56 101 75 53 53 96 54 56 64 171 52 55 77
leaf_count=1224 56 64 52 55 58 84 84 53 70 87 61 56 101 75 53 53 96 54 56 64 171 52 55 77
internal_value=0 0.000957826 0.000689048 0.000341051 0.00100466 0.000759244 0.00102534 0.000679711 0.000553278 0.00101542 0.000803839 0.000410754 0.00035928 0.00102478 0.000933261 0.000833168 0.00103926 0.000836179 0.000286378 0.00104246 0.001052 0.000887629 0.000921345 0.000834995
internal_weight=0 2587 384 324 2203 332 1962 248 123 1878 125 269 213 1791 245 128 1546 241 157 117 1395 187 151 135
internal_count=2911 2587 384 324 2203 332 1962 248 123 1878 125 269 213 1791 245 128 1546 241 157 117 1395 187 151 135
is_linear=0
shrinkage=0.0032998


Tree=9521
num_leaves=14
num_cat=0
split_feature=10 3 48 147 148 0 11 11 0 159 483 0 3
split_gain=0.156016 0.181401 0.0719857 0.0903138 0.148637 0.0771603 0.128768 0.10468 0.0919369 0.116812 0.0914133 0.0983338 0.0176562
threshold=-0.26818999999999993 0.31819000000000003 -0.089974999999999986 1.0000000180025095e-35 -0.082164999999999988 -0.076589999999999978 1.0000000180025095e-35 0.079225000000000004 0.024295000000000001 0.08894500000000001 -0.070084999999999981 -0.13165999999999997 -0.074084999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 10 8 9 -7 -4 -12 -10
right_child=1 -3 3 4 -6 7 -8 -9 12 -11 11 -13 -14
leaf_value=-0.0025380207904965998 0.012753215398873131 -0.0012133286290886536 0.01231590316681417 0.0077429653834655901 -0.0045878366260169107 0.0062401221509813011 0.013498026277635257 0.00036181629613207361 0.012091739737093342 -0.00046705856377172859 0.0035089580874418354 0.0073943539145753722 0.0082840790191740839
leaf_weight=54 57 82 93 59 52 523 97 98 66 85 216 1345 84
leaf_count=54 57 82 93 59 52 523 97 98 66 85 216 1345 84
internal_value=0 0.00656905 0.00679966 0.00667415 0.00195019 0.00687459 0.00751766 0.00555707 0.00622638 0.00529949 0.00716585 0.00685787 0.00997143
internal_weight=0 2857 2775 2718 111 2607 1751 856 758 608 1654 1561 150
internal_count=2911 2857 2775 2718 111 2607 1751 856 758 608 1654 1561 150
is_linear=0
shrinkage=0.16829


Tree=9522
num_leaves=30
num_cat=0
split_feature=1 4 3 4 1 1 0 3 12 4 16 43 0 4 12 12 155 0 4 1 16 16 16 150 1454 483 42 16 3
split_gain=4.97161 0.920412 0.680955 0.667906 0.436521 0.393455 0.18794 0.174901 0.166191 0.15376 0.228182 0.150996 0.177511 0.127692 0.114798 0.136457 0.102657 0.0944837 0.111833 0.0885201 0.0844023 0.0596291 0.0629187 0.0588879 0.0586476 0.101337 0.0540592 0.039536 0.0380103
threshold=0.10398500000000001 0.41377500000000006 -0.047774999999999991 0.043640000000000005 0.14684500000000003 0.083670000000000008 -0.075914999999999996 0.084670000000000009 0.097060000000000021 -0.045759999999999988 -0.0096749999999999978 -0.040494999999999996 0.040570000000000002 -0.50139499999999992 0.082595000000000016 -0.010419999999999997 0.084710000000000021 -0.105195 0.51292000000000015 0.083065000000000014 -0.15693499999999996 0.067035000000000011 -0.026479999999999997 0.08882000000000001 0.083660000000000026 -0.087529999999999983 -0.14148999999999998 -0.063769999999999979 -0.080884999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 6 17 8 7 14 20 -4 23 12 21 -13 15 -1 28 -3 -19 27 -5 22 -8 -11 25 -16 -27 -15 -2
right_child=1 4 9 5 -6 -7 11 -9 -10 10 -12 13 -14 19 24 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30
leaf_value=0.00081755258085789068 0.00059965269500694045 0.00048220567353250216 0.0006119377569345682 0.00085519064655537535 5.3615900105191147e-05 0.00045060442698365331 0.0007795474704295161 0.0006797511050155706 0.00059037675434123465 0.00055545629182290608 0.0002481485169082868 0.00095109643992478162 0.0005296522144101277 0.00077610917341592147 0.00098409534930465068 0.0010425297082465547 0.00084448564077351635 0.00043579720762165812 0.00023384214190003366 0.0008699164800900275 0.00069868955453532104 0.00082674879842326617 0.00061531795565770856 0.0004049514775822137 0.00073206142480675834 0.00094023708565668912 0.00083082697497910895 0.00065222042158117439 0.00072199054362061005
leaf_weight=54 55 73 52 86 55 78 56 73 73 70 65 63 52 73 56 71 54 58 64 75 74 73 53 52 59 57 1062 55 70
leaf_count=54 55 73 52 86 55 78 56 73 73 70 65 63 52 73 56 71 54 58 64 75 74 73 53 52 59 57 1062 55 70
internal_value=0 0.00047269 0.000567521 0.000797148 0.000313991 0.000654662 0.000820066 0.000839548 0.000722821 0.000451864 0.000407163 0.000764197 0.000701995 0.000818784 0.000848106 0.000945621 0.000721748 0.000387249 0.000330142 0.000777548 0.000783029 0.000751042 0.000700016 0.000491595 0.0008382 0.000843499 0.000836432 0.000723151 0.000668444
internal_weight=0 668 418 2243 250 311 1932 1432 233 239 187 500 234 266 1359 125 179 195 122 203 160 182 109 122 1234 1175 1119 128 125
internal_count=2911 668 418 2243 250 311 1932 1432 233 239 187 500 234 266 1359 125 179 195 122 203 160 182 109 122 1234 1175 1119 128 125
is_linear=0
shrinkage=0.0032998


Tree=9523
num_leaves=28
num_cat=0
split_feature=1 3 2 4 4 1 14 0 0 2 4 43 0 16 4 12 4 12 0 1429 4 15 1 16 1 15 1454
split_gain=5.60425 1.25948 0.604455 0.495132 0.458727 0.457012 0.399933 0.347337 0.31601 0.196212 0.196067 0.166146 0.212115 0.154607 0.21257 0.15374 0.132991 0.0969579 0.100201 0.0906925 0.0791329 0.0778106 0.0664677 0.0567762 0.0499175 0.049542 0.0487623
threshold=0.10398500000000001 -0.069049999999999986 0.17553000000000005 0.043640000000000005 0.41377500000000006 0.083670000000000008 0.073890000000000011 -0.10594499999999998 -0.075914999999999996 0.10393500000000001 -0.045759999999999988 -0.040494999999999996 0.035525000000000008 -0.0024749999999999993 0.31392000000000003 0.097060000000000021 -0.50139499999999992 0.083785000000000012 -0.086414999999999978 0.084665000000000004 -0.0029949999999999998 0.086035000000000014 0.13074500000000003 -0.15693499999999996 0.080320000000000016 -0.089604999999999976 0.08141000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 10 6 9 15 7 20 17 -2 -3 12 24 14 25 23 -13 18 -9 26 -1 -18 -16 -5 -10 -12 -19
right_child=1 2 -4 5 -6 -7 -8 8 11 -11 13 16 -14 -15 22 -17 21 19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00053484129450227411 0.00085771478000129184 0.00059379134826348704 5.1829266842498931e-05 0.00087124286037001042 0.00041990240740424201 0.00045997865753703171 0.0010523021404408128 0.00086085239486730265 0.00078568264448160871 0.00060742477193801608 0.00045779827202689459 0.00094479554122585798 0.00050836651717716113 0.00025718266397722981 0.00041040417691445564 0.00062558117237578763 0.00067977126534123284 0.00083856307885002228 0.0010549840203850525 0.00094838949600455124 0.00071972901653657409 0.00081881633743839059 0.00027012332734829717 0.00074093679885230959 0.00066358910860331896 0.00060538470346612513 0.00073216447342709309
leaf_weight=53 96 54 60 86 58 78 80 75 116 55 52 63 56 87 75 73 74 983 52 85 53 126 77 74 61 54 55
leaf_count=53 96 54 60 86 58 78 80 75 116 55 52 63 56 87 75 73 74 983 52 85 53 126 77 74 61 54 55
internal_value=0 0.000458152 0.0003613 0.000802618 0.000670688 0.000679767 0.000822376 0.000812425 0.000823624 0.000766783 0.000407749 0.000752538 0.00068737 0.000378527 0.000419309 0.000753194 0.000810139 0.000851803 0.000940617 0.000841728 0.000627618 0.000767546 0.000339573 0.000811197 0.000743804 0.000533316 0.000832959
internal_weight=0 668 459 2243 209 311 1932 1852 1746 151 399 496 233 345 258 233 263 1250 127 1123 106 200 152 160 177 106 1038
internal_count=2911 668 459 2243 209 311 1932 1852 1746 151 399 496 233 345 258 233 263 1250 127 1123 106 200 152 160 177 106 1038
is_linear=0
shrinkage=0.0032998


Tree=9524
num_leaves=24
num_cat=0
split_feature=2 4 52 51 160 51 4 16 14 15 2 1 0 1 1 16 3 3 16 1 0 4 133
split_gain=0.326883 0.201179 0.129231 0.127162 0.0823236 0.119486 0.105346 0.0850028 0.0731165 0.0806839 0.0933632 0.100681 0.07726 0.0718988 0.108222 0.0824869 0.0747202 0.113325 0.0699703 0.0494162 0.0434148 0.0334252 0.0181465
threshold=0.25063000000000007 0.043640000000000005 -0.068039999999999975 -0.40775499999999992 0.052555000000000011 0.10692000000000002 -0.023394999999999996 -0.0096749999999999978 -0.10523499999999998 -0.40166999999999992 0.11411 0.10726500000000001 -0.11167499999999998 0.10398500000000001 0.09697500000000002 0.022165000000000004 0.083395000000000011 -0.049739999999999993 -0.47730499999999992 0.081540000000000015 -0.078589999999999979 0.27644500000000005 0.086635000000000004
decision_type=2 2 2 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 13 20 -8 -4 18 11 12 -11 14 16 -15 17 -1 -10 -7 -6 -12 -9
right_child=-2 2 8 -5 6 19 7 22 9 10 21 -13 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.0073179001283793831 -0.006647459344251567 0.0049497723217234698 0.010431716423099306 -0.0053670928175008278 0.017653391683003748 -0.00027757612912123456 0.011266220054699239 0.0021066218019100079 0.0045449659748996382 0.0089423962035772766 0.004374622456845576 0.012910635530620208 0.0023333704447767467 -0.0012473132361391036 0.014016744547444948 0.0070644079169419755 0.0020273032474985939 0.015285231775320835 -0.0037608834337054414 0.0057655705525418563 0.010765749623943374 -0.0014511772065675778 0.0064681644954901387
leaf_weight=1346 54 63 67 73 53 85 99 52 60 95 57 69 108 57 73 82 72 53 55 69 55 54 60
leaf_count=1346 54 63 67 73 53 85 99 52 60 95 57 69 108 57 73 82 72 53 55 69 55 54 60
internal_value=0 0.00655305 0.0040707 -0.000574747 0.00735933 0.0069227 0.0098681 0.00766153 0.00519207 0.00448353 0.00565783 0.00733808 0.00543511 0.00733379 0.00766489 0.00364308 0.00734845 0.00762102 0.000556981 0.0024184 0.0141624 0.00152426 0.0044592
internal_weight=0 2857 701 136 2156 1837 319 211 565 498 383 272 203 1683 1544 139 1471 1399 115 154 108 111 112
internal_count=2911 2857 701 136 2156 1837 319 211 565 498 383 272 203 1683 1544 139 1471 1399 115 154 108 111 112
is_linear=0
shrinkage=0.16829


Tree=9525
num_leaves=28
num_cat=0
split_feature=4 3 2 13 16 43 2 43 4 15 3 3 3 13 16 1186 13 43 51 13 16 1446 2 3 43 16 16
split_gain=5.27967 2.29011 0.902823 0.581475 0.564375 0.455421 0.423478 0.204161 0.201921 0.239088 0.172409 0.16039 0.15001 0.124179 0.165329 0.112966 0.108016 0.268934 0.0993565 0.0989316 0.0915439 0.0669067 0.0531999 0.0486269 0.0453699 0.0242391 0.0105875
threshold=0.31392000000000003 -0.066229999999999997 0.14253500000000002 -0.00080499999999999983 -0.54150999999999994 0.012835000000000001 0.10121500000000001 -0.051239999999999987 -0.057674999999999997 -0.035654999999999992 0.143375 -0.10175499999999998 -0.15870999999999996 -0.079199999999999979 0.057265000000000003 0.021560000000000003 -0.27740999999999993 -0.069824999999999984 -0.085384999999999989 -0.053999999999999999 -0.034884999999999992 0.083735000000000018 0.089545000000000013 -0.077054999999999985 -0.08595499999999999 -0.017744999999999997 0.26538000000000006
decision_type=2 2 2 2 2 2 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 -2 16 12 -6 -5 22 -9 -8 -1 18 15 20 -3 -18 -14 -16 -15 24 -10 26 -20 -23 -13
right_child=4 2 -4 8 7 -7 11 10 9 -11 -12 23 13 14 19 -17 17 -19 21 -21 -22 25 -24 -25 -26 -27 -28
leaf_value=0.0011068642895024907 0.00069031167096080209 0.00043037153039913843 0.0003651878314470637 0.00097403801548052115 0.00023291217256470818 0.00085703629336117187 0.00069288956649154641 0.00050669114755734176 0.00095838201251577414 0.0006338604274149373 0.00027578018669116794 0.00093873241810670481 0.0011065833847993117 0.00089628227968411884 0.00086880465370838315 0.0010627873786036373 0.00049032200270287412 0.00075786096087823306 0.00099796708006591808 0.00068847963385029688 0.0010000770408586041 0.00098245148146762344 0.00081392732023394092 0.00078399985775528798 0.00092272391549389149 0.0010877278538826459 0.00085948282057593029
leaf_weight=59 66 53 79 94 103 78 100 99 52 73 56 63 54 550 102 65 98 72 127 53 120 71 75 65 448 53 52
leaf_count=59 66 53 79 94 103 78 100 99 52 73 56 63 54 550 102 65 98 72 127 53 120 71 75 65 448 53 52
internal_value=0 0.000863882 0.000697507 0.000741571 0.000417476 0.000639142 0.000920441 0.000347545 0.000846318 0.000786113 0.000423493 0.000800671 0.000940124 0.000934115 0.000907072 0.000928049 0.00056277 0.00060384 0.000966032 0.000807372 0.000914925 0.000955124 0.000873352 0.000860354 0.000939404 0.00102773 0.000903204
internal_weight=0 2656 674 595 324 301 1982 258 294 200 155 280 1702 1643 890 735 223 170 753 155 670 699 127 180 575 124 115
internal_count=2980 2656 674 595 324 301 1982 258 294 200 155 280 1702 1643 890 735 223 170 753 155 670 699 127 180 575 124 115
is_linear=0
shrinkage=0.0032998


Tree=9526
num_leaves=24
num_cat=0
split_feature=2 15 2 3 16 403 3 15 475 3 160 159 15 2 16 1186 16 3 2 2 2 42 16
split_gain=0.337104 0.160074 0.144478 0.142588 0.103434 0.102693 0.0806576 0.128409 0.0881997 0.0697899 0.0614369 0.131054 0.0594729 0.0520985 0.0606445 0.0487284 0.0465519 0.0451059 0.042024 0.0495504 0.0402463 0.0379597 0.0146703
threshold=0.25063000000000007 -0.42443999999999993 0.099845000000000003 -0.10175499999999998 0.25032500000000008 -0.53317999999999988 -0.072274999999999992 -0.15300999999999995 -0.028509999999999997 -0.074679999999999983 -0.082244999999999985 0.043570000000000005 -0.46772999999999992 -0.026084999999999994 -0.04040499999999999 0.021560000000000003 -0.08594499999999998 -0.0075749999999999993 0.11523000000000001 0.13226500000000005 0.10773000000000001 0.085965000000000014 -0.52819999999999989
decision_type=2 2 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 -3 7 -7 -8 21 11 -9 -1 -10 -15 -12 17 -11 20 -20 -18 -5 -19
right_child=-2 2 3 9 -6 6 8 10 13 16 15 -13 -14 14 -16 -17 18 22 19 -21 -22 -23 -24
leaf_value=0.0031935517668271692 -0.0070487499937547738 0.0014533132951840898 -0.0056735123406727837 0.011501869587992982 0.0040056608173532375 0.016080969540615352 -0.0011909791421780716 0.0080765544183546371 0.0013864220716927273 0.010580489714526626 0.0066846002995505777 0.017100940764594234 -0.0037420180177263323 0.0048861863012247108 0.0095901228276988083 0.01147003722775917 0.0031000356538372119 0.0024395152871627876 0.0088022567945013237 0.0022676784823600147 -0.0028012383326677256 0.0059463164690155201 0.0064583633319799365
leaf_weight=96 57 91 64 67 61 52 53 281 57 53 1094 55 55 180 140 65 85 52 57 80 53 77 55
leaf_count=96 57 91 64 67 61 52 53 281 57 53 1094 55 55 180 140 65 85 52 57 80 53 77 55
internal_value=0 0.0060047 0.00629544 0.00420671 -0.000935703 0.00700563 0.00726029 0.00782932 0.00520891 0.00532 0.00754111 0.00955911 0.000655453 0.0061134 0.00694977 0.00695453 0.00424873 0.00654015 0.00290901 0.00499956 0.000820586 0.00854367 0.00452207
internal_weight=0 2923 2772 704 125 2068 1977 1547 430 579 1495 336 151 377 320 1159 435 160 275 137 138 144 107
internal_count=2980 2923 2772 704 125 2068 1977 1547 430 579 1495 336 151 377 320 1159 435 160 275 137 138 144 107
is_linear=0
shrinkage=0.16829


Tree=9527
num_leaves=29
num_cat=0
split_feature=15 0 10 3 10 0 16 0 0 16 14 3 0 43 0 15 49 3 51 3 1186 128 11 43 0 0 43 16
split_gain=0.17521 0.127888 0.146399 0.134554 0.101987 0.0808354 0.0700816 0.12264 0.069706 0.0681372 0.0577736 0.0532981 0.101113 0.0513468 0.0417344 0.0376413 0.0370671 0.043486 0.0554025 0.0395017 0.0321103 0.0329989 0.0310588 0.0222714 0.0214045 0.0211462 0.014444 0.00980968
threshold=-0.2987999999999999 -0.081224999999999978 -0.012394999999999998 -0.0088549999999999983 -0.0093599999999999985 -0.23395499999999997 -0.0058899999999999985 -0.095199999999999993 -0.13843999999999998 -0.059289999999999995 -0.45687499999999998 -0.10175499999999998 -0.0088049999999999986 -0.073079999999999992 -0.08397499999999998 -0.083859999999999976 -0.0037949999999999993 -0.07298499999999998 -0.15136499999999997 -0.078254999999999977 0.0044650000000000011 0.083625000000000019 0.079225000000000004 -0.072364999999999985 -0.071379999999999985 -0.079249999999999987 -0.066724999999999993 0.0097750000000000007
decision_type=2 2 2 2 2 2 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 6 -3 -5 8 -8 23 15 -1 12 -6 -12 27 -7 -13 19 -19 25 21 -10 -14 -4 -21 -18 -20 -9
right_child=1 4 3 5 11 9 7 14 20 -11 13 16 22 -15 -16 -17 17 18 26 24 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0045263517161158329 0.014927116421218769 -0.0030638637882991504 0.0043639640786673674 0.0078252925044066269 -0.0034868277740205812 0.001238416362231652 0.016496135315757034 0.0067446455958937541 0.0065319287426854897 -0.0025438593371994982 -0.0056026507014159043 0.0080058750150081518 0.0074543267525369371 0.00076127040479683232 0.011092070384955199 0.0069477829493237208 0.0062879000272301391 -0.0018956486525948805 0.0062721168616464611 0.0058965151382366797 0.010583202283150942 0.0027027813380894757 0.0020351313861190594 -0.00046554623072138813 0.010033939431022451 0.0034702608840648493 0.0031078493492749885 0.0035334715552768651
leaf_weight=61 52 58 53 65 70 88 52 63 808 89 57 88 56 96 52 53 110 59 55 94 52 71 67 54 61 261 182 53
leaf_count=61 52 58 53 65 70 88 52 63 808 89 57 88 56 96 52 53 110 59 55 94 52 71 67 54 61 261 182 53
internal_value=0 0.00514627 0.00612136 0.00582535 0.00379674 0.00258051 0.00658484 0.00932801 0.0060017 0.00109048 0.000139431 0.00415913 0.00160476 -0.00159786 0.00709862 0.00339723 0.0046989 0.00434269 0.00269849 0.00526452 0.00647005 0.00622468 0.00451701 0.00190985 0.00753638 0.00431052 0.00384975 0.00529296
internal_weight=0 2766 1605 1553 1161 295 1258 220 1038 230 214 1103 193 153 168 141 910 822 296 526 931 879 123 107 155 371 237 116
internal_count=2980 2766 1605 1553 1161 295 1258 220 1038 230 214 1103 193 153 168 141 910 822 296 526 931 879 123 107 155 371 237 116
is_linear=0
shrinkage=0.16829


Tree=9528
num_leaves=30
num_cat=0
split_feature=1 1 12 1 12 3 15 1 12 148 16 4 4 4 4 12 39 3 43 3 1 4 4 12 4 43 12 131 16
split_gain=7.90203 1.77773 1.30973 0.717558 0.526506 0.345612 0.319405 0.308417 0.254366 0.233277 0.207526 0.187407 0.166876 0.162449 0.140482 0.163055 0.14045 0.186374 0.139542 0.135209 0.156827 0.110872 0.0908356 0.088393 0.0728323 0.0535869 0.0528902 0.0272567 0.00922808
threshold=0.10398500000000001 0.13074500000000003 0.085075000000000026 0.090435000000000015 0.085465000000000013 -1.0000000180025095e-35 -0.15300999999999995 0.15390500000000004 0.091625000000000012 -1.0000000180025095e-35 -0.0042299999999999994 -0.42305999999999994 -0.111135 0.022635000000000006 -0.040394999999999993 0.098785000000000012 0.098100000000000007 0.15217000000000003 -0.17307499999999998 -0.012504999999999997 1.0000000180025095e-35 -0.10023999999999998 -0.072004999999999986 0.083610000000000004 -0.0065849999999999997 -0.07409499999999998 0.096475000000000019 0.089785000000000018 -0.078939999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 6 5 -5 -1 16 11 -2 13 -8 -10 -11 -4 -16 17 -3 -14 21 -21 -13 28 -23 26 -24 27 -6 -20
right_child=1 7 14 4 24 -7 8 -9 12 10 -12 19 18 -15 15 -17 -18 -19 22 20 -22 23 25 -25 -26 -27 -28 -29 -30
leaf_value=0.0011304012028869514 0.00026876876210645586 0.00049333812618004792 0.00098139034458755354 0.00042841644676622545 0.00081831436101347009 0.0007565203376972945 0.0011239051539471633 5.7226637154102445e-05 0.00067584269989185992 0.00033393760390550289 0.00068585198388233131 0.00080424540588968773 0.0010171533406695007 0.00056077078308826907 0.00089669832780172286 0.00065752436472586847 0.00019787075175863947 0.00023847301126650426 0.00090010591950023106 0.00070033734041437007 0.00095282602752246232 0.001048833732817591 0.0008885820938888938 0.00094256992335708977 0.00074971550118881427 0.00079417335426439984 0.00098185832046513376 0.0009219901149392785 0.00098018672191668775
leaf_weight=81 52 81 53 64 92 79 61 57 52 69 58 61 68 71 63 65 58 52 52 58 53 101 107 938 54 220 56 52 52
leaf_count=81 52 81 53 64 92 79 61 57 52 69 58 61 68 71 63 65 58 52 52 58 53 101 107 938 54 220 56 52 52
internal_value=0 0.000493827 0.000621967 0.000899069 0.000770925 0.000609923 0.00092577 0.000270988 0.000916659 0.00046687 0.000518719 0.000942591 0.00085673 0.000449226 0.000835996 0.000775518 0.000334597 0.000393956 0.000875509 0.000933429 0.000821212 0.00094472 0.00085308 0.000952934 0.000861428 0.000825173 0.000891415 0.000855997 0.000940485
internal_weight=0 679 431 2301 397 143 1904 248 1823 250 198 1272 551 140 181 128 191 133 499 1211 111 1100 431 1039 254 327 200 144 104
internal_count=2980 679 431 2301 397 143 1904 248 1823 250 198 1272 551 140 181 128 191 133 499 1211 111 1100 431 1039 254 327 200 144 104
is_linear=0
shrinkage=0.0032998


Tree=9529
num_leaves=32
num_cat=0
split_feature=1 3 2 2 1 2 3 12 49 2 2 14 2 39 12 3 2 12 130 3 2 12 1213 2 130 3 3 403 3 12 12
split_gain=9.49313 2.27183 1.17672 0.758442 0.582718 0.521787 0.499148 0.401315 0.400385 0.34155 0.334736 0.217201 0.208297 0.167228 0.147552 0.10763 0.089769 0.0762031 0.0587151 0.0654011 0.0581764 0.0550043 0.0523171 0.0500024 0.0384397 0.0298218 0.0225792 0.0179492 0.0163598 0.0150819 0.000640462
threshold=0.10404000000000001 -0.063264999999999988 0.17990500000000001 0.098500000000000018 0.090435000000000015 0.11426500000000002 0.30863500000000005 0.085845000000000019 -0.046739999999999997 -1.0000000180025095e-35 0.10803500000000001 0.076450000000000004 0.12860500000000002 0.089940000000000006 0.091290000000000024 -0.078884999999999997 0.072175000000000017 0.099170000000000022 1.0000000180025095e-35 -0.096949999999999995 0.084970000000000004 0.087665000000000007 -0.086579999999999976 0.10644500000000001 0.088805000000000009 0.11878500000000002 -0.083644999999999983 -0.00015499999999999997 -0.075579999999999994 0.095175000000000023 0.10682000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 6 4 11 17 9 -6 -5 -3 -11 14 15 25 16 23 21 -2 19 -16 22 -1 -18 -10 -22 -12 -9 -28 -21 -17 -31
right_child=1 2 -4 8 7 -7 -8 26 12 10 13 -13 -14 -15 18 29 20 -19 -20 28 24 -23 -24 -25 -26 -27 27 -29 -30 30 -32
leaf_value=0.00087064868097355762 0.0009255413935517952 0.00028559978007968996 -0.00010446324813439452 0.00055451583348154778 0.0006317908565235845 0.00050467773527942408 0.00020705224018614443 0.00084423475476625689 0.0010314592008626071 0.00073305489396295869 0.00047670163720595911 0.0011753739278571422 0.0006660260343360067 0.00030899140828034855 0.00078840163693659352 0.00087777480824515895 0.00097026766387927179 0.00077416002571290107 0.00099481637514805838 0.00095453739592516211 0.001011829632359982 0.00099720986357999743 0.00109293231002033 0.00090174036504928035 0.0009152246323652246 0.00059055233922346989 0.00087664580834963463 0.00095895763996619297 0.00087447072781023018 0.00079030847436878425 0.00083427851844445808
leaf_weight=83 99 72 52 54 77 60 91 55 63 73 54 74 55 53 53 89 55 64 101 110 654 83 194 86 57 58 59 111 58 65 68
leaf_count=83 99 72 52 54 77 60 91 55 63 73 54 74 55 53 53 89 55 64 101 110 654 83 194 86 57 58 59 111 58 65 68
internal_value=0 0.000496388 0.000362025 0.000941235 0.000972055 0.000769175 0.000422605 0.000838917 0.000824044 0.000485766 0.000546173 0.00099845 0.000858127 0.000463278 0.000989384 0.000886511 0.00100755 0.000866319 0.000925732 0.000894001 0.00102021 0.000934142 0.00106598 0.000956824 0.00100413 0.000535975 0.000909643 0.000930598 0.000927105 0.00083916 0.000813054
internal_weight=0 676 453 2304 1824 223 401 302 480 310 238 1522 426 165 1448 371 1126 163 322 221 960 166 249 149 711 112 225 170 168 222 133
internal_count=2980 676 453 2304 1824 223 401 302 480 310 238 1522 426 165 1448 371 1126 163 322 221 960 166 249 149 711 112 225 170 168 222 133
is_linear=0
shrinkage=0.0032998


Tree=9530
num_leaves=17
num_cat=0
split_feature=2 11 1 1210 16 2 156 48 3 12 49 11 1 50 43 3
split_gain=0.190733 0.171464 0.156601 0.122086 0.167056 0.0785012 0.0760129 0.0763654 0.0953648 0.0791464 0.06827 0.0718907 0.0584916 0.0493851 0.0681971 0.0479655
threshold=0.25063000000000007 0.094445000000000015 0.096315000000000026 -0.079364999999999977 -0.080419999999999978 -0.13746499999999998 0.11659000000000001 0.118025 0.090170000000000014 0.085845000000000019 0.13087000000000001 0.078340000000000007 0.13148500000000005 0.11540500000000002 -0.070104999999999987 -0.0031199999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -4 7 8 9 -7 11 13 -10 15 -15 -5
right_child=-2 -3 5 10 -6 6 -8 -9 12 -11 -12 -13 -14 14 -16 -17
leaf_value=0.0059833445270273851 -0.004731531493718728 0.014164403313994402 0.0095074805559797731 0.0066598127123075578 -0.0061938359778729562 -0.001054601425655857 0.0081813980623460566 -0.002720687340703601 0.0039894992639120941 0.003891410910791435 0.00051892732564933017 0.00084868456114719484 0.010872381940805248 0.0073060450373601824 -0.00083415115511265589 0.0094728616121272161
leaf_weight=80 52 64 52 1554 53 188 65 80 107 178 55 61 53 60 56 197
leaf_count=80 52 64 52 1554 53 188 65 80 107 178 55 61 53 60 56 197
internal_value=0 0.00553324 0.00533804 0.00606959 0.00111728 0.00319452 0.00270261 0.00211199 0.00285041 0.00134593 0.00640083 0.0065677 0.00628068 0.00675359 0.00336081 0.00697733
internal_weight=0 2903 2839 2116 133 723 671 606 526 366 1983 1928 160 1867 116 1751
internal_count=2955 2903 2839 2116 133 723 671 606 526 366 1983 1928 160 1867 116 1751
is_linear=0
shrinkage=0.16829


Tree=9531
num_leaves=22
num_cat=0
split_feature=2 11 52 403 0 3 52 42 2 52 150 13 43 3 13 2 42 16 42 43 157
split_gain=0.134108 0.118568 0.0917201 0.16603 0.0985524 0.12744 0.10238 0.0659074 0.0657467 0.0849439 0.0628961 0.0566752 0.0527122 0.0770882 0.0535822 0.0508839 0.0455106 0.0453204 0.0413918 0.0279954 0.0267478
threshold=0.14132000000000003 0.088055000000000008 -0.068039999999999975 -0.083124999999999991 0.048595000000000006 -0.15327499999999997 -0.010394999999999998 0.085195000000000007 -0.054704999999999997 0.084805000000000019 0.08882000000000001 -0.24426999999999996 -0.055679999999999993 -0.082294999999999993 -0.0025349999999999995 0.16730000000000003 0.084895000000000012 0.0077850000000000011 0.083685000000000009 -0.082024999999999987 -0.0012349999999999998
decision_type=2 2 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 19 -8 -10 12 -2 13 18 -14 -13 -15 -3 -5 -7 -16
right_child=11 17 4 10 -6 6 8 -9 9 -11 -12 15 14 16 20 -17 -18 -19 -20 -21 -22
leaf_value=-0.006088488872075388 0.004571125256007608 0.013794809403767004 -0.0031008783958502454 0.0023247477536236906 0.010947770341323671 0.013577181728642132 0.010126896978402584 0.0049485836364810991 0.0030952114310650461 0.0056011282799641677 -0.0018731054545637108 0.00087644987611123506 0.0028890279886139804 -0.0021013086496236479 0.0053307730691373057 -0.0060554631663803397 0.0029156805487715086 0.0068842915203238542 0.007728334730065488 0.0084763933962906639 0.010168503979110193
leaf_weight=54 52 52 55 69 79 63 60 87 728 820 54 70 90 92 57 52 115 59 100 65 82
leaf_count=54 52 52 55 69 79 63 60 87 728 820 54 70 90 92 57 52 115 59 100 65 82
internal_value=0 0.00473552 0.00451026 0.00287037 0.0051068 0.00486014 0.00510131 0.00856022 0.00463772 0.0044238 0.00360721 -7.03501e-05 0.00409933 0.00286442 0.00611911 -0.00206341 0.000677228 0.0101378 0.00553277 0.011001 0.00819761
internal_weight=0 2781 2670 713 1957 1878 1823 215 1608 1548 659 174 605 376 229 122 207 111 169 128 139
internal_count=2955 2781 2670 713 1957 1878 1823 215 1608 1548 659 174 605 376 229 122 207 111 169 128 139
is_linear=0
shrinkage=0.16829


Tree=9532
num_leaves=26
num_cat=0
split_feature=4 0 51 51 12 12 0 41 12 12 15 4 13 13 52 133 43 15 4 13 15 1454 12 12 13
split_gain=0.100068 0.130758 0.0942066 0.10684 0.077558 0.112829 0.0851298 0.0656407 0.0649332 0.0644678 0.107409 0.0841164 0.0610222 0.0636249 0.059218 0.0639014 0.0582123 0.0685312 0.0893265 0.0826751 0.043309 0.061311 0.0252796 0.00477777 0.00325595
threshold=-0.4950449999999999 -0.062109999999999992 -0.2661949999999999 -0.087829999999999978 0.083400000000000016 0.080635000000000012 -0.23395499999999997 0.082560000000000008 0.090205000000000021 0.12333000000000001 -0.41725999999999991 -0.040874999999999995 -0.089024999999999979 -0.087809999999999985 0.089575000000000016 -1.0000000180025095e-35 0.037915000000000011 -0.042209999999999991 -0.029404999999999997 -0.0042049999999999995 0.097415000000000015 0.082920000000000008 0.096990000000000007 0.087695000000000009 -0.029809999999999996
decision_type=2 2 2 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 -4 5 6 -2 12 -1 10 -5 24 14 -14 15 23 17 19 -19 -8 21 -15 -22 -6 -12
right_child=1 2 3 9 7 -7 16 -9 -10 -11 11 -13 13 20 -16 -17 -18 18 -20 -21 22 -23 -24 -25 -26
leaf_value=0.010656863537153378 0.0084632800097910518 0.0069097406405583053 -0.0073984536141568401 0.0084343947676853888 0.0036371738360751697 -0.0047348294391140692 0.00062574139495532471 0.010317435856943316 0.0031877133258392471 -0.0043802368881404241 0.0042438708967268189 -0.0039462187819006419 0.010538447739308898 0.0051577818913620486 0.005809278825246989 -0.0045276850599610318 0.0075207472063668771 0.0031056663489633972 -0.0059777099224551213 0.0062331486198587329 0.0036884589561213391 -0.00024350795687614235 -0.0001939200681214992 0.0012935847786760268 0.0022448158632639142
leaf_weight=94 72 59 52 57 52 58 182 54 52 54 52 82 52 1185 72 57 53 57 66 127 123 62 76 53 52
leaf_count=94 72 59 52 57 52 58 182 54 52 54 52 82 52 1185 72 57 53 57 66 127 123 62 76 53 52
internal_value=0 0.00347944 0.000688737 -0.000357804 0.00395291 0.00231694 0.00305446 0.00451525 0.00800892 0.000868854 0.00204271 7.43107e-05 0.00433331 0.00472885 0.0017935 0 0.0022478 0.00159673 -0.00175373 0.00293622 0.00451869 0.00488779 0.00219671 0.00247133 0.00326162
internal_weight=0 2809 408 349 2401 615 557 1786 146 297 243 186 1732 1498 234 162 485 432 123 309 1446 1247 199 105 104
internal_count=2955 2809 408 349 2401 615 557 1786 146 297 243 186 1732 1498 234 162 485 432 123 309 1446 1247 199 105 104
is_linear=0
shrinkage=0.16829


Tree=9533
num_leaves=25
num_cat=0
split_feature=3 4 3 4 4 0 49 14 0 160 4 4 51 16 0 16 4 0 160 12 0 13 3 0
split_gain=2.96455 1.02147 0.674042 0.497589 0.371294 0.50608 0.27609 0.270885 0.214981 0.325698 0.19355 0.168691 0.145637 0.137157 0.437866 0.134634 0.131082 0.162128 0.126811 0.185397 0.0946241 0.0518182 0.0509096 0.026983
threshold=-0.063264999999999988 0.31392000000000003 0.28833000000000003 0.31392000000000003 -0.50139499999999992 -0.024974999999999997 -0.085999999999999979 0.077140000000000014 -0.074249999999999997 -0.060659999999999992 -0.0048949999999999992 -0.029404999999999997 0.08845500000000002 -0.38959499999999997 -0.10298499999999998 0.0048000000000000013 -0.40515499999999993 -0.052874999999999998 -0.077034999999999978 -0.086944999999999981 -0.071749999999999994 -0.076534999999999992 -0.080594999999999986 -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
left_child=3 2 4 7 -2 6 -6 8 13 -10 11 -8 -12 -1 -15 22 -11 20 -3 -20 -18 -17 -16 -21
right_child=1 18 -4 -5 5 -7 10 -9 9 16 12 -13 -14 14 15 21 17 -19 19 23 -22 -23 -24 -25
leaf_value=0.00085742263426702133 0.00077974211230676137 0.00039727438984597964 0.0001868938886111505 0.0004433164578656405 0.00078400864246452927 0.00025317316663472732 0.00055762850006695714 0.00089855149523133699 0.00042708604183424518 0.00078096268437034735 0.00062507853497525176 0.00031614964379660728 0.00043703796013194691 0.0004022864879302045 0.00073892253015875678 0.00066854663355499049 0.00056025726218320927 0.00051068460354597976 6.1303082101668514e-05 0.00034943455815691541 0.00071906893900488449 0.00054732415225840214 0.00068428894075495638 0.00024147802876820792
leaf_weight=66 71 56 60 90 55 66 59 70 76 85 209 70 59 52 876 129 57 88 57 53 171 61 264 55
leaf_count=66 71 56 60 90 55 66 59 70 76 85 209 70 59 52 876 129 57 88 57 53 171 61 264 55
internal_value=0 0.000454934 0.000520969 0.000684404 0.000554941 0.00052406 0.000563537 0.000695263 0.000687852 0.000626451 0.000532904 0.000426867 0.000583813 0.000708054 0.000700895 0.000712544 0.000664148 0.000632614 0.000260854 0.00021434 0.000679521 0.000629813 0.000726301 0.000294783
internal_weight=0 870 649 2085 589 518 452 1995 1925 477 397 129 268 1448 1382 1330 401 316 221 165 228 190 1140 108
internal_count=2955 870 649 2085 589 518 452 1995 1925 477 397 129 268 1448 1382 1330 401 316 221 165 228 190 1140 108
is_linear=0
shrinkage=0.0032998


Tree=9534
num_leaves=20
num_cat=0
split_feature=4 0 13 16 16 10 4 16 0 0 4 4 0 12 16 13 16 43 12
split_gain=0.0711668 0.100734 0.0850139 0.079075 0.136822 0.0770855 0.0846645 0.136249 0.131055 0.18617 0.0965795 0.0843087 0.0692032 0.0653042 0.0529978 0.037314 0.0357765 0.0331294 0.03282
threshold=-0.4950449999999999 -0.062109999999999992 0.18123500000000001 -0.14879499999999998 0.073820000000000011 -0.084119999999999986 0.31392000000000003 -0.28430999999999995 -0.10594499999999998 -0.14164999999999997 0.42405000000000009 -0.021269999999999997 -0.097774999999999987 0.083400000000000016 0.25032500000000008 -0.078439999999999996 -0.007794999999999999 -0.033049999999999989 0.093815000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 5 3 -3 16 -2 7 17 9 11 -8 -9 -10 -14 -1 -12 -5 -7 -6
right_child=1 2 -4 4 18 6 10 8 12 -11 15 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=0.011195888674985338 0.0096837636728832818 0.0064210384240556383 -0.005384387260809669 -0.0011313352304815759 0.0069113951524502303 0.0061112642020064887 -0.0050360388133513304 0.0069428920410836877 0.0091641912984890671 -0.0061000924379065917 0.00011461336781286091 0.00016097429421507478 1.8198553521927032e-05 0.0041751095025085632 0.0045672888326193642 0.0063815282495550754 -0.0069716183456475086 0.011435666536904384 0.001803782189643479
leaf_weight=57 61 82 53 68 60 63 66 90 74 90 57 124 116 1533 89 52 54 75 91
leaf_count=57 61 82 53 68 60 63 66 90 74 90 57 124 116 1533 89 52 54 75 91
internal_value=0 0.00334463 0.000894083 0.00183649 0.000452869 0.0037603 0.00360512 0.00389293 0.00354312 0.000315174 3.42507e-05 0.00302158 0.00411161 0.00388378 0.00716747 0.00312082 -0.0037311 0.00901798 0.0038452
internal_weight=0 2809 408 355 273 2401 2340 2165 2027 304 175 214 1723 1649 146 109 122 138 151
internal_count=2955 2809 408 355 273 2401 2340 2165 2027 304 175 214 1723 1649 146 109 122 138 151
is_linear=0
shrinkage=0.16829


Tree=9535
num_leaves=20
num_cat=0
split_feature=0 1 475 1 1 15 40 15 0 15 0 401 402 403 475 15 0 52 151
split_gain=0.133615 0.102246 0.101744 0.101155 0.0978313 0.0867107 0.0763241 0.0725595 0.0737687 0.0682581 0.0546172 0.0485557 0.0769865 0.0597703 0.0513493 0.0461947 0.0461608 0.0355406 0.0323001
threshold=0.040570000000000002 0.14828500000000003 -0.008964999999999999 0.10575500000000002 0.077375000000000013 -0.13843999999999998 -0.076799999999999993 -0.23031999999999997 -0.047019999999999999 -0.0025249999999999995 -0.10998999999999999 0.019435000000000004 0.085495000000000015 0.25736000000000009 -0.086919999999999983 0.084920000000000009 -0.086659999999999987 0.0062600000000000008 -0.051109999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 7 -4 6 -5 -1 11 17 -8 12 14 15 -9 -13 -14 18 -7
right_child=2 -3 4 5 -6 9 10 8 -10 -11 -12 13 16 -15 -16 -17 -18 -19 -20
leaf_value=0.0093844530182418048 0.0042592333891992287 0.0099189553657470751 0.001222153275010348 0.0035423887746198852 -0.006795720854184284 2.9355273925371378e-05 0.00035028858008809413 0.0077144502448674981 0.0088882690857883702 -0.0015710442659983234 -0.0063753081675205128 0.0042414989980565357 0.0018604061659904599 0.0014798434953526742 0.003006198480847694 0.010244765752593404 -0.0046670793204134763 0.0080566055584772884 0.0049187147285809016
leaf_weight=59 76 63 79 54 94 64 54 69 67 77 91 69 66 70 1586 80 57 53 98
leaf_count=59 76 63 79 54 94 64 54 69 67 77 91 69 66 70 1586 80 57 53 98
internal_value=0 0.00320686 -0.000863264 0.00304441 -0.00312399 0.000862703 -0.00184098 0.00354814 0.00338044 0.00271144 -0.00385821 0.00319475 0.0029014 0.00556816 0.00320358 0.00747679 -0.00114992 0.00425352 0.00299821
internal_weight=0 2677 249 2614 173 491 199 2123 2064 292 145 1997 1778 219 1655 149 123 215 162
internal_count=2926 2677 249 2614 173 491 199 2123 2064 292 145 1997 1778 219 1655 149 123 215 162
is_linear=0
shrinkage=0.16829


Tree=9536
num_leaves=14
num_cat=0
split_feature=1213 3 44 48 14 3 1446 475 475 159 159 159 3
split_gain=0.088965 0.0792802 0.0775989 0.0825642 0.0619779 0.0675024 0.125517 0.109662 0.0921549 0.0521311 0.0534161 0.0447455 0.0444092
threshold=-0.097649999999999987 -0.082234999999999989 1.0000000180025095e-35 0.14093000000000003 0.073890000000000011 -0.084699999999999984 0.085640000000000008 -0.085684999999999997 -0.073459999999999984 -0.46140499999999995 -0.25149499999999997 0.11848000000000002 -0.15288999999999997
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 -7 -11 -12 -6
right_child=2 -3 -4 -5 12 9 -8 8 -10 10 11 -13 -14
leaf_value=0.011509383699959595 0.0071888194550280022 0.0033042333017838086 0.0082704898996648225 -0.0045276831424897451 0.0095555408537180732 0.007035514373670726 -0.0072147312269143279 -0.0051434723148440923 0.0012708125248990108 -0.002575912178906467 0.0028252975636901458 -0.0011528653889641808 0.0026384141296321387
leaf_weight=55 81 87 58 53 54 73 52 70 670 58 1478 84 53
leaf_count=55 81 87 58 53 54 73 52 70 670 58 1478 84 53
internal_value=0 0.00649494 0.00216919 0.00203871 0.00216958 0.00200307 0.000798091 0.00130779 0.000661628 0.00262336 0.00242343 0.00261021 0.00614609
internal_weight=0 142 2784 2726 2673 2566 873 821 740 1693 1620 1562 107
internal_count=2926 142 2784 2726 2673 2566 873 821 740 1693 1620 1562 107
is_linear=0
shrinkage=0.16829


Tree=9537
num_leaves=18
num_cat=0
split_feature=4 4 4 1 151 10 151 131 131 1 151 403 403 151 47 4 42
split_gain=0.100801 0.0515427 0.0861995 0.059843 0.0564358 0.0478571 0.0677915 0.0473725 0.0861023 0.068795 0.135657 0.0719318 0.0716183 0.069803 0.0517088 0.0512695 0.0331489
threshold=-0.5109999999999999 0.27020000000000005 0.50027500000000014 0.14310500000000001 -0.079914999999999986 -0.084514999999999993 0.067425000000000013 0.021890000000000003 0.088565000000000019 0.084815000000000015 -0.086824999999999986 -0.53317999999999988 -0.10220499999999998 -0.010059999999999998 0.09252500000000001 -0.050244999999999991 0.082690000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 4 16 -3 -2 7 9 -9 11 -11 -7 -13 -12 15 -10 -4
right_child=1 2 3 -5 -6 6 -8 8 14 10 13 12 -14 -15 -16 -17 -18
leaf_value=-0.0041022906920394758 0.0072384153494315694 0.0015327799704132057 -0.0021803599578055278 0.0069312495362725095 -0.005233745437512323 -0.0031277844883390651 0.0068587910534706675 0.010051208198348077 0.0019219482751061349 -0.006777105670641991 0.0063246138149101825 0.0070619619705328358 0.0023593570211100836 0.0004898517417957286 -0.00045146536812971564 0.0067969553940408949 0.0032522861841322308
leaf_weight=75 57 54 64 61 97 62 89 54 139 68 66 100 1176 492 98 111 63
leaf_count=75 57 54 64 61 97 62 89 54 139 68 66 100 1176 492 98 111 63
internal_value=0 0.00214018 0.00018659 0.00259658 -0.00280203 0.00240311 0.00229011 0.00211749 0.0037859 0.00177508 0.000315636 0.00245656 0.00272931 0.0011832 0.00280853 0.00409364 0.000500428
internal_weight=0 2851 339 188 151 2512 2455 2366 402 1964 626 1338 1276 558 348 250 127
internal_count=2926 2851 339 188 151 2512 2455 2366 402 1964 626 1338 1276 558 348 250 127
is_linear=0
shrinkage=0.16829


Tree=9538
num_leaves=10
num_cat=0
split_feature=1176 295 1443 1456 13 48 132 48 1
split_gain=0.0748687 0.0705098 0.0603576 0.0560661 0.101048 0.0566456 0.0531386 0.0438324 0.0531907
threshold=1.0000000180025095e-35 0.081400000000000014 0.088930000000000023 -0.08588999999999998 -0.083574999999999997 -0.087924999999999989 -0.26631499999999991 0.14177500000000004 0.14720000000000003
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 -7 8 -8
right_child=-2 -3 -4 5 -6 6 7 -9 -10
leaf_value=-7.4183637412637189e-05 -0.0046722823196002714 -0.0043684086277000428 -0.0037931213525465484 0.0065802336452477359 0.0093640940874895207 0.006868524752672074 0.0015537677471932478 -0.0030323317734395018 0.0066787486594846396
leaf_weight=55 52 52 52 69 76 55 2399 57 59
leaf_count=55 52 52 52 69 76 55 2399 57 59
internal_value=0 0.0017619 0.00187549 0.00198256 0.00538774 0.00181284 0.00168415 0.00157006 0.00167751
internal_weight=0 2874 2822 2770 131 2639 2570 2515 2458
internal_count=2926 2874 2822 2770 131 2639 2570 2515 2458
is_linear=0
shrinkage=0.16829


Tree=9539
num_leaves=29
num_cat=0
split_feature=106 1213 1 15 133 151 151 133 131 151 158 4 16 133 16 133 42 133 133 51 42 16 42 52 133 52 52 16
split_gain=0.0711882 0.059547 0.18102 0.0739241 0.0606222 0.0796435 0.0979853 0.0887381 0.0952526 0.111155 0.0811648 0.0772607 0.0751352 0.0630117 0.146146 0.0738735 0.0599113 0.0578413 0.0534337 0.0508552 0.04371 0.0403465 0.0345087 0.0304706 0.0228292 0.0221427 0.0203429 0.0168219
threshold=0.085650000000000018 0.0041950000000000008 0.081315000000000012 0.087325000000000014 1.0000000180025095e-35 -0.082079999999999986 -0.086824999999999986 -0.068504999999999996 0.094990000000000019 0.072810000000000014 0.08673500000000002 -0.10429499999999998 -0.070834999999999995 0.089180000000000023 -0.090614999999999987 0.40408500000000008 -0.090104999999999977 0.11667000000000001 0.093130000000000004 -0.085384999999999989 -0.026374999999999999 -0.078104999999999994 0.088995000000000005 0.048755000000000007 0.086635000000000004 0.088030000000000011 -0.016679999999999997 0.058875000000000004
decision_type=2 2 2 2 2 2 2 2 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 23 5 6 26 12 9 10 -9 -6 16 14 -13 17 -7 18 -15 -16 -14 -17 -18 -3 -21 -19 -1 -10
right_child=-2 2 -4 -5 11 7 -8 8 27 -11 -12 13 20 15 19 21 22 25 -20 24 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.003782355346145975 -0.0042645939735722485 0.0063126027089452606 -0.0097002864971004708 -0.0028972844587398568 0.0085018421545639926 0.0093898258503297936 0.010055313532398738 -0.0017478836929361154 0.0025805066026833756 0.006601781819345242 0.0030210142142149139 0.010985731111547619 -0.0037388958605997879 -0.0016689505108088379 0.0070268775718532895 0.0080794464767232465 0.0043950623384008394 -0.0010015895892201395 0.0034482485870646032 -0.00025912645176094358 0.0025245672149617378 0.0022080398471029648 -0.00012657947557053134 0.0013141672899934379 0.0032019388649914549 -0.0057289554741199603 -0.00061934352146900834 0.0064315139113377663
leaf_weight=62 62 63 53 78 64 54 60 775 91 56 116 71 63 96 54 54 173 62 144 123 63 89 65 79 95 53 56 52
leaf_count=62 62 63 53 78 64 54 60 775 91 56 116 71 63 96 54 54 173 62 144 123 63 89 65 79 95 53 56 52
internal_value=0 0.00149227 -0.000867376 0.00125239 0.00174158 0.00114341 0.00451203 0.000744594 -5.32304e-05 -0.000666187 -0.001125 0.00285399 0.00282934 0.00242205 0.00417944 0.00120804 0.00431222 -8.78909e-05 0.00139388 0.00239619 -0.000592906 0.00443778 0.00315261 0.00354444 0.00124089 -0.00319591 0.00167819 0.00399344
internal_weight=0 2864 273 220 2591 1686 178 1508 1090 947 891 905 418 841 343 498 292 355 240 272 126 143 238 142 218 115 118 143
internal_count=2926 2864 273 220 2591 1686 178 1508 1090 947 891 905 418 841 343 498 292 355 240 272 126 143 238 142 218 115 118 143
is_linear=0
shrinkage=0.16829


Tree=9540
num_leaves=19
num_cat=0
split_feature=10 10 52 2 2 484 157 39 159 51 13 52 42 1211 1446 51 3 3
split_gain=0.103835 0.116386 0.0671842 0.103747 0.116913 0.0893558 0.174112 0.0765639 0.095088 0.0882525 0.0725199 0.067419 0.0560551 0.0531994 0.0524413 0.0400202 0.0340506 0.0252194
threshold=-0.16262499999999996 -0.014199999999999999 -0.49865999999999994 0.092155000000000015 0.093070000000000014 0.062285000000000007 -0.078914999999999985 0.10189000000000001 0.082975000000000007 0.11728000000000001 -0.0015099999999999998 -0.15365999999999999 0.087065000000000017 0.085535000000000014 0.085465000000000027 -0.079404999999999989 -0.086424999999999988 -0.081224999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 15 5 -5 11 -7 8 9 -6 -10 -4 -8 14 -13 -3 -17 -15
right_child=1 2 3 4 7 6 12 -9 10 -11 -12 13 -14 17 -16 16 -18 -19
leaf_value=0.0076740380991957491 -0.0062818043909373348 0.0065281746918935523 0.0067997249184075653 -0.0080363137024841384 -0.0014477117634372487 -0.0066287323862924442 0.0053594068813638523 -0.0055149064657845272 0.0012865198059918192 0.0040394427962903035 0.0081578805881232386 0.001197015259478076 -0.0015821415659270173 0.0028383401051419242 0.0054445140783991163 0.0050239829603335234 -0.00061665619106754692 0.0079813539949482384
leaf_weight=65 63 93 82 56 572 103 81 69 134 97 65 1153 55 57 89 54 68 54
leaf_count=65 63 93 82 56 572 103 81 69 134 97 65 1153 55 57 89 54 68 54
internal_value=0 0.000869731 0.00102669 0.000795137 -0.000566339 0.00160382 -0.00140446 -0.000117977 0.000308972 -0.00064943 0.00353996 0.00210611 0.00253895 0.00182032 0.00150283 0.00389062 0.00186529 0.00535653
internal_weight=0 2945 2882 2667 993 1674 239 937 868 669 199 1435 136 1353 1242 215 122 111
internal_count=3010 2945 2882 2667 993 1674 239 937 868 669 199 1435 136 1353 1242 215 122 111
is_linear=0
shrinkage=0.16829


Tree=9541
num_leaves=23
num_cat=0
split_feature=160 43 160 159 159 43 2 3 47 3 2 1186 16 160 3 15 0 15 0 159 0 2
split_gain=0.092974 0.0774569 0.0860542 0.0927148 0.328863 0.148144 0.0951354 0.0708613 0.106804 0.0714108 0.087325 0.0613169 0.0625165 0.0599015 0.0863866 0.084572 0.103262 0.0536851 0.0479862 0.0348871 0.0231134 0.013803
threshold=-0.54243999999999992 -0.23933499999999996 0.051580000000000008 0.0089800000000000019 0.086405000000000023 -0.080924999999999983 0.11366500000000002 -0.049204999999999992 0.096770000000000009 0.12955000000000003 0.087245000000000003 0.021560000000000003 0.62619000000000014 0.11215500000000002 -0.076704999999999982 -0.089604999999999976 -0.082234999999999989 0.11842000000000001 -0.073254999999999987 0.10473 -0.11742499999999999 0.088065000000000018
decision_type=2 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 7 -5 -6 19 11 9 10 -9 12 17 15 -15 20 -17 -3 21 -7 -4 -2
right_child=1 2 13 4 5 6 -8 8 -10 -11 -12 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=0.0065095032179685805 0.0040687867230181085 0.00040426545766705552 0.0032067017446742239 -0.014820592359545531 -0.0060831266364471826 0.0023175326647932285 -0.0022066689426683802 -0.00013280924806185172 0.0040487788593823798 0.0022231305866972462 -0.0062383089973252204 0.0066070688894328631 0.0063024270800435917 0.0032618638529086194 -0.0047411083671034821 0.011943224282669218 0.0026560445012502958 0.0055074244796255731 0.0082501441459971597 0.0082429387350441679 -0.00131613823695372 0.00024386098961006914
leaf_weight=80 54 1409 69 52 85 55 77 109 82 67 172 54 57 97 63 66 71 61 56 60 59 55
leaf_count=80 54 1409 69 52 85 55 77 109 82 67 172 54 57 97 63 66 71 61 56 60 59 55
internal_value=0 0.000691236 0.000479131 7.82269e-05 -0.00253985 -0.00022795 0.00235483 0.000507438 -0.00140632 -0.00269688 -0.00387638 0.00102908 0.000830645 0.00268223 9.94648e-05 0.00423486 0.00714327 0.000617251 0.00423472 0.00542467 0.00110792 0.00215526
internal_weight=0 2930 2765 2340 329 277 192 2011 430 348 281 1581 1527 425 160 265 137 1470 165 115 128 109
internal_count=3010 2930 2765 2340 329 277 192 2011 430 348 281 1581 1527 425 160 265 137 1470 165 115 128 109
is_linear=0
shrinkage=0.16829


Tree=9542
num_leaves=32
num_cat=0
split_feature=1 1 12 4 2 4 1 2 2 16 2 403 1 1212 2 43 15 4 43 2 2 16 2 50 15 15 4 12 133 1 1
split_gain=6.75896 1.13033 0.808479 0.790872 0.576168 0.355666 0.804976 0.325116 0.297278 0.284346 0.238179 0.18617 0.215442 0.20799 0.17412 0.146332 0.145367 0.129051 0.123832 0.0919042 0.133537 0.0893748 0.0867865 0.0850077 0.0719609 0.100285 0.061116 0.0590632 0.0555155 0.0391777 0.0120564
threshold=0.10932500000000002 0.12448500000000001 0.085075000000000026 0.31392000000000003 0.092155000000000015 -0.47860499999999995 0.08864000000000001 0.16993500000000003 -1.0000000180025095e-35 -0.27157999999999993 0.13270000000000001 -0.088579999999999978 0.087055000000000007 0.041590000000000009 0.13554000000000002 -0.06372499999999999 -0.088954999999999992 0.046185000000000004 -0.07409499999999998 0.085155000000000022 0.079770000000000021 -0.087834999999999983 0.085785000000000014 0.10340500000000001 0.091060000000000016 -0.025879999999999997 -0.0088849999999999988 0.093455000000000024 0.26760500000000004 0.099355000000000013 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 2 2 2 2 2 2 2 2
left_child=3 2 15 4 8 29 10 9 -1 30 16 13 19 22 -11 -2 21 -4 -18 20 -13 -7 28 -21 25 -14 -8 -26 -10 -6 -3
right_child=1 7 17 -5 5 6 26 -9 11 14 -12 12 24 -15 -16 -17 18 -19 -20 23 -22 -23 -24 -25 27 -27 -28 -29 -30 -31 -32
leaf_value=0.00075541104621475077 0.00036484229837997653 0.00031236367497769198 0.00097826232690499822 0.00050811635005685251 0.00094421714992806054 0.00089528496157351893 0.00062105613086334234 0.00012106507056842759 0.0010809965935836378 0.00060967696867017442 0.00064218236906739485 0.00090395322521425109 0.0009316279629238473 0.000754912074622749 0.00036231442846776509 0.0005774740463561261 0.00090666921754581115 0.00075262380934239324 0.00079012761187674573 0.00096118485227526373 0.001088643193459995 0.0010681966905356846 0.00084935575853281153 0.0010874564858426457 0.0010494925451813902 0.00078352042110310075 0.00045657004915583506 0.00089400911349059265 0.00092881464606735112 0.0010775678878797222 0.00023625213509185147
leaf_weight=88 63 52 53 56 57 85 52 55 55 76 54 56 112 100 54 84 188 63 231 513 224 59 71 71 56 99 52 62 62 55 52
leaf_count=88 63 52 53 56 57 85 52 55 55 76 54 56 112 100 54 84 188 63 231 513 224 59 71 71 56 99 52 62 62 55 52
internal_value=0 0.00049298 0.000649665 0.000897203 0.00090626 0.000835749 0.00080863 0.00035027 0.000943672 0.000403992 0.000853995 0.000954835 0.000973288 0.000878273 0.000507197 0.000486586 0.000874248 0.000856021 0.000842502 0.00100102 0.00105183 0.000966375 0.000943702 0.000976597 0.000900355 0.000862304 0.000539152 0.000968096 0.00100065 0.00101002 0.000274647
internal_weight=0 552 263 2458 2402 833 721 289 1569 234 617 1481 1193 288 130 147 563 116 419 864 280 144 188 584 329 211 104 118 117 112 104
internal_count=3010 552 263 2458 2402 833 721 289 1569 234 617 1481 1193 288 130 147 563 116 419 864 280 144 188 584 329 211 104 118 117 112 104
is_linear=0
shrinkage=0.0032998


Tree=9543
num_leaves=20
num_cat=0
split_feature=1 52 3 47 43 1 0 0 16 1210 475 403 43 52 1 0 14 0 12
split_gain=4.84001 1.47932 0.504735 0.405069 0.304487 0.285768 0.509969 0.22377 0.21242 0.181914 0.215731 0.208684 0.161045 0.137796 0.153961 0.126039 0.134896 0.123057 0.100822
threshold=0.10398500000000001 -0.24841999999999997 -0.055389999999999988 0.10589000000000001 -0.08564999999999999 0.095435000000000006 -0.090939999999999979 0.056895000000000008 -0.092354999999999979 -0.079364999999999977 -0.086349999999999982 -0.088034999999999988 0.31405000000000005 0.056265000000000009 0.11690500000000002 -0.038724999999999989 0.064610000000000015 -0.092879999999999976 0.094045000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 8 4 -4 7 -7 9 -3 11 -11 -1 15 14 -6 16 -12 -16 -8
right_child=1 2 3 -5 13 6 18 -9 -10 10 12 -13 -14 -15 17 -17 -18 -19 -20
leaf_value=0.00047210604739418159 0.00079082018829753839 0.00036149908664346073 -1.1033960422133095e-05 0.000496926228593576 0.00032288255490875694 0.00033037342698826692 0.00060348365496109614 0.00055492940779863385 0.00058614776961339935 0.00089066508474598455 0.00072059772158778411 0.00073696130423412862 0.00059089276811801774 0.00039840316036660815 0.00025301683457348942 0.00088125098678220009 0.00087327685154053349 4.8334025410515721e-05 0.0007871684275139486
leaf_weight=66 88 92 52 70 98 60 67 90 94 92 1588 66 95 64 63 62 68 66 69
leaf_count=66 88 92 52 70 98 60 67 90 94 92 1588 66 95 64 63 62 68 66 69
internal_value=0 0.000391035 0.000332243 0.000267766 0.000220895 0.000706444 0.000584903 0.000717628 0.000475221 0.000724799 0.000733095 0.000604801 0.00072508 0.000262461 0.000223978 0.00073248 0.000726888 0.000148568 0.000696936
internal_weight=0 687 599 413 343 2323 196 2127 186 2037 1905 132 1813 291 227 1718 1656 129 136
internal_count=3010 687 599 413 343 2323 196 2127 186 2037 1905 132 1813 291 227 1718 1656 129 136
is_linear=0
shrinkage=0.0032998


Tree=9544
num_leaves=25
num_cat=0
split_feature=50 403 52 11 1429 41 2 133 11 50 15 15 0 0 151 52 2 15 13 0 13 15 13 49
split_gain=0.080502 0.0948233 0.102758 0.190194 0.131277 0.0845137 0.0770142 0.118666 0.0576072 0.0552077 0.098076 0.0802209 0.0584747 0.0486296 0.042678 0.0396387 0.0512241 0.0533196 0.0363607 0.031058 0.0167148 0.0125587 0.0124069 0.00878471
threshold=0.077920000000000003 0.085340000000000013 -0.11043499999999999 0.089795000000000014 0.084770000000000012 0.07677500000000001 0.091235000000000024 0.089025000000000007 0.07585500000000002 0.11875500000000001 0.091600000000000015 -0.011749999999999998 -0.071749999999999994 -0.14534499999999997 -1.0000000180025095e-35 -0.23047999999999999 0.11657500000000001 -0.052984999999999997 -0.017354999999999999 -0.090164999999999981 0.019675000000000002 -0.0094049999999999984 -0.023739999999999997 0.099115000000000023
decision_type=2 2 2 2 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 13 -8 14 10 12 23 19 -4 -1 16 17 -16 -3 -2 -20 -21 -23 -11
right_child=9 18 3 -5 -6 -7 7 -9 -10 11 -12 -13 -14 -15 15 -17 -18 -19 20 21 -22 22 -24 -25
leaf_value=0.0063518165199511782 0.0050387253943858278 0.0023386873540228673 0.0066293521814441078 -0.0093922048229797151 -0.0056408352268739227 0.0061946297166747379 -0.0022870418366483128 0.0026213062849269565 0.0074949733829945834 0.0047413900875079035 0.010327249022145329 -0.0044407404625224876 0.008608387684695816 0.0015416114685624983 0.0042845433095694803 -0.0018116753269944467 0.0072821568575745389 -0.0019295507465982105 0.0086114353662579707 0.0033725837788295076 0.0045861456088777284 -0.00094398987869811503 0.002218895901739763 0.0017639677238768016
leaf_weight=66 98 100 57 53 84 90 400 214 81 68 72 52 54 862 79 72 53 77 64 62 59 77 64 52
leaf_count=66 98 100 57 53 84 90 400 214 81 68 72 52 54 862 79 72 53 77 64 62 59 77 64 52
internal_value=0 0.00144134 0.00110334 0.0005334 0.000842629 0.00117929 0.00088368 -0.000573389 0.00344282 0.00362444 0.00465111 0.00106525 0.00349483 0.00185913 0.00249175 0.00157872 0.0027553 0.00120581 0.00474967 0.00257148 0.00669521 0.00137154 0.000478905 0.00346615
internal_weight=0 2411 2188 1760 1707 1623 1533 614 428 599 427 172 355 919 347 281 209 156 223 301 123 203 141 120
internal_count=3010 2411 2188 1760 1707 1623 1533 614 428 599 427 172 355 919 347 281 209 156 223 301 123 203 141 120
is_linear=0
shrinkage=0.16829


Tree=9545
num_leaves=26
num_cat=0
split_feature=1 1 12 49 1 2 15 15 11 1 12 43 133 1 50 15 12 1 11 43 15 133 49 15 12
split_gain=11.4652 1.89207 1.42856 1.27717 1.09532 0.538563 0.395722 0.330417 0.301367 0.252708 0.244727 0.23697 0.180932 0.180429 0.158506 0.154242 0.139765 0.0872925 0.0826928 0.0759043 0.081059 0.0711741 0.0694533 0.0710796 0.0271751
threshold=0.10575500000000002 0.13601500000000002 0.085075000000000026 -0.014479999999999998 0.089625000000000024 0.11366500000000002 -0.26361999999999991 -0.087759999999999991 1.0000000180025095e-35 0.11378500000000001 -1.0000000180025095e-35 -0.0068849999999999996 0.11330000000000001 0.086470000000000005 0.11104500000000002 -0.040504999999999992 0.08401500000000002 0.11669000000000002 0.086175000000000015 -0.073404999999999984 0.087825000000000014 0.089725000000000013 -0.042254999999999994 -0.13513499999999998 0.10331000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 15 8 -3 -6 10 -4 -5 17 13 14 -12 -1 -15 -2 -10 -14 -21 -7 -13 -24 -11
right_child=1 6 9 5 7 21 -8 -9 18 24 12 22 19 16 -16 -17 -18 -19 -20 20 -22 -23 23 -25 -26
leaf_value=0.001156390480305423 0.00074620525226744305 0.00035785568783629857 0.001299805771560761 0.0011529356141927671 0.00065193484637212826 0.0011917992763154294 0.00067490697234890752 0.0010031553032552917 0.0015879686541272473 0.0010964738341078385 0.001390812463928053 0.00093871566178879099 0.0013478558725954007 0.0011501620425876798 0.0012496092084778234 0.0013588768882227646 0.0013232215496074673 0.00056441819925227355 0.0014038808991513323 0.0011104782210365875 0.0012682670408576235 0.0010332992312213417 0.00087947649064504827 0.00070167911191632893 0.00098108413018401321
leaf_weight=82 57 94 68 82 52 92 80 69 66 57 965 59 84 69 101 91 245 64 54 55 133 54 53 52 54
leaf_count=82 57 94 68 82 52 92 80 69 66 57 965 59 84 69 101 91 245 64 54 55 133 54 53 52 54
internal_value=0 0.000797731 0.000907869 0.00129799 0.00109424 0.00132793 0.000503829 0.000852509 0.00134323 0.0011393 0.00133198 0.00076239 0.00134085 0.00135652 0.00137747 0.0012631 0.0012853 0.000650345 0.00150542 0.0012612 0.00122229 0.00113342 0.000844843 0.00079176 0.00104066
internal_weight=0 638 464 2294 294 2000 174 121 1854 179 1734 285 1652 1380 1066 173 314 121 120 272 188 146 164 105 111
internal_count=2932 638 464 2294 294 2000 174 121 1854 179 1734 285 1652 1380 1066 173 314 121 120 272 188 146 164 105 111
is_linear=0
shrinkage=0.0032998


Tree=9546
num_leaves=28
num_cat=0
split_feature=41 1 1 12 12 403 474 1455 47 16 4 3 2 47 13 13 1429 1212 2 16 3 3 13 4 133 16 16
split_gain=0.105298 0.410901 0.147552 0.120744 0.120097 0.143085 0.0911176 0.0772913 0.0748342 0.0881982 0.224328 0.135349 0.0840657 0.0682079 0.0657888 0.102004 0.0575958 0.0537368 0.0543744 0.042859 0.0426633 0.0681268 0.0377325 0.0365249 0.0285479 0.0255679 0.0158828
threshold=0.077915000000000012 0.083250000000000005 0.085410000000000014 0.088930000000000023 0.084065000000000015 -0.0023749999999999999 0.095470000000000013 0.08129500000000002 0.096770000000000009 -0.23389999999999997 0.012315000000000001 -0.012504999999999997 0.10233000000000002 0.09585500000000001 -0.09219999999999999 -0.087074999999999986 0.082195000000000018 0.089185000000000014 0.084745000000000015 -0.51287499999999986 -0.11151499999999999 -0.083154999999999993 -0.081124999999999989 -0.067014999999999977 -0.090054999999999982 -0.018754999999999997 0.4028000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 6 5 -1 8 14 9 12 11 -11 -4 20 24 -16 25 18 -17 -14 -5 -22 -23 -24 -6 -7 -15
right_child=1 -3 3 13 7 16 -8 -9 -10 10 -12 -13 19 26 15 17 -18 -19 -20 -21 21 22 23 -25 -26 -27 -28
leaf_value=0.015117408215477163 -0.012130366200406105 0.0058058185941606624 -0.0023536492818508822 0.0080121467108917304 0.0040168177209908501 0.0017682491598781447 0.0072813237322903266 0.0081383552558904667 0.004436198678742463 -0.00397122785325705 -0.011210745680072898 0.0026248342166405028 0.0018722466413234155 -0.0019990653608722236 -0.0024450540398516249 0.0075972113863823857 0.010466744727795841 -0.00058689273475961881 0.0032674073362739735 0.0086644943767868292 -0.00089027285378179982 0.001810362560958632 0.003980588067548323 0.0090334411835880091 0.0091253338228349107 0.0059169082260960874 0.0021201871500802385
leaf_weight=56 60 91 63 96 58 77 52 100 92 162 64 193 52 52 95 93 53 89 760 55 65 66 80 86 71 97 54
leaf_count=56 60 91 63 96 58 77 52 100 92 162 64 193 52 52 95 93 53 89 760 55 65 66 80 86 71 97 54
internal_value=0 -0.00130924 0.00324557 0.00186849 0.00433967 0.00747985 0.000491059 0.0036363 -2.4796e-05 -0.00072464 -0.00203874 -0.000380139 0.00250367 0.00388825 0.00324865 0.00279987 0.00558778 0.00333072 0.00374158 0.00538038 0.00491017 0.00390147 0.00525172 0.00660915 0.00684241 0.00409133 8.24728e-05
internal_weight=0 151 2781 1232 1549 283 733 1266 681 589 419 355 170 499 1166 1037 227 942 853 107 393 297 232 166 129 174 106
internal_count=2932 151 2781 1232 1549 283 733 1266 681 589 419 355 170 499 1166 1037 227 942 853 107 393 297 232 166 129 174 106
is_linear=0
shrinkage=0.16829


Tree=9547
num_leaves=28
num_cat=0
split_feature=12 2 2 2 52 52 12 0 49 49 0 0 2 3 15 15 0 3 483 43 2 47 49 15 0 49 1213
split_gain=4.98494 1.31013 1.24326 1.10638 0.971276 0.876792 0.477216 0.316546 0.312861 0.30839 0.255087 0.214667 0.207551 0.332579 0.205974 0.18595 0.246502 0.153134 0.128272 0.10794 0.0983636 0.145386 0.098302 0.0977934 0.084639 0.0660939 0.0380537
threshold=0.056995000000000011 0.11621000000000002 0.072175000000000017 0.13631000000000001 0.08321000000000002 -0.092084999999999986 0.090285000000000018 -0.23028499999999999 -0.030749999999999996 1.0000000180025095e-35 1.0000000180025095e-35 -0.105195 0.10085000000000001 -0.14884499999999998 -0.10192499999999999 -0.028079999999999997 -0.052874999999999998 -0.14088999999999999 0.09116500000000001 -0.091894999999999991 0.10216000000000001 0.096300000000000011 -0.014479999999999998 -0.074729999999999977 -0.060094999999999989 0.099620000000000014 -0.081419999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 6 5 -4 12 -7 -8 11 14 -3 13 -2 -1 16 20 -17 19 -15 21 -10 -21 -9 26 -22 -19
right_child=3 9 4 -5 -6 7 8 23 15 -11 -12 -13 -14 18 -16 17 -18 24 -20 22 25 -23 -24 -25 -26 -27 -28
leaf_value=0.00033280116026225738 0.0011529508371867824 0.00039817032645096255 0.00091687819618050856 0.00041487102567746572 0.0011014842533754229 0.00033152415232605903 0.00058883426778479856 0.00055527538624195567 0.00091238309938290708 0.00050517737742021768 0.00022663229361810823 0.00015896894691382196 0.00070002729134864897 0.001009060303200399 0.00060993120481168917 0.001011842255694069 0.00056804955241779851 0.000944793195303698 0.0010389761073625575 0.00075436206973255378 0.00080241592299345511 0.00073574768788494782 0.00088938658484217776 0.00073622524782851072 0.00072077185836227616 0.00063349483771621819 0.00084373853556126701
leaf_weight=52 62 71 98 64 66 59 69 97 131 84 60 98 52 79 69 66 60 53 71 68 53 88 716 52 61 55 378
leaf_count=52 62 71 98 64 66 59 69 97 131 84 60 98 52 79 69 66 60 53 71 68 53 88 716 52 61 55 378
internal_value=0 0.000538316 0.000628378 0.000843221 0.00073763 0.000659036 0.000856499 0.000537384 0.000805152 0.000341322 0.000403643 0.00025967 0.000906146 0.000916872 0.000491125 0.000820909 0.000764502 0.000859967 0.000901163 0.000889784 0.00080044 0.000841567 0.00087772 0.000618662 0.000839522 0.000716718 0.000856247
internal_weight=0 806 553 2126 372 306 2062 208 1014 253 181 169 1048 996 121 945 387 558 934 863 327 219 784 149 492 108 431
internal_count=2932 806 553 2126 372 306 2062 208 1014 253 181 169 1048 996 121 945 387 558 934 863 327 219 784 149 492 108 431
is_linear=0
shrinkage=0.0032998


Tree=9548
num_leaves=16
num_cat=0
split_feature=4 4 15 1456 52 52 403 52 2 475 16 160 16 2 2
split_gain=0.0828282 0.0952008 0.0757791 0.0625505 0.0604827 0.0788726 0.1254 0.0855063 0.0790543 0.0641761 0.0623534 0.0565859 0.0301187 0.0397407 0.0259789
threshold=0.31392000000000003 0.41823000000000005 0.17176000000000005 -0.11244999999999998 -0.55901999999999985 -0.046194999999999993 -0.081224999999999992 -0.072664999999999993 0.10523 -0.085684999999999997 0.18879500000000002 -0.54243999999999992 -0.50318999999999992 0.10615500000000001 0.13913500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 -6 8 -8 -7 11 -11 -3 -14 -15
right_child=1 12 -4 4 5 9 7 -9 -10 10 -12 -13 13 14 -16
leaf_value=0.0076102280057144325 -0.0042194372715830333 0.0054200926748454803 0.0094855046111375942 0.0083083788752831012 -0.0057333116282393707 0.0088038324300942824 0.0040776070505074294 -0.0030099865381228636 -0.00031100820641180799 0.0088552693037137423 -0.0023207031820592018 0.0033852577330176054 -0.0021737649200575192 0.0058095463039248806 0.00044930814764543672
leaf_weight=91 87 64 57 62 62 65 425 79 159 56 52 1505 64 52 52
leaf_count=91 87 64 57 62 62 65 425 79 159 56 52 1505 64 52 52
internal_value=0 0.000520797 0.00340011 0.0032637 0.00310251 0.00296744 0.0014964 0.00217519 0.00287969 0.00360195 0.00339122 0.00358264 0.00230613 0.00110916 0.0031467
internal_weight=0 319 2613 2556 2465 2403 725 663 584 1678 1613 1561 232 168 104
internal_count=2932 319 2613 2556 2465 2403 725 663 584 1678 1613 1561 232 168 104
is_linear=0
shrinkage=0.16829


Tree=9549
num_leaves=30
num_cat=0
split_feature=3 3 43 2 43 49 151 49 15 2 376 16 15 3 3 41 133 133 403 49 3 16 483 2 133 3 43 15 123
split_gain=2.62075 1.04754 0.874136 0.672121 0.203646 0.201319 0.223135 0.176005 0.2197 0.224821 0.173911 0.13521 0.140152 0.128656 0.127761 0.124276 0.0892325 0.114557 0.097725 0.0885837 0.0853301 0.0792098 0.0572261 0.0582915 0.0543096 0.0360838 0.0244355 0.0277854 0.022663
threshold=-0.046079999999999989 0.28833000000000003 -0.070104999999999987 0.11366500000000002 -0.11113499999999998 -0.014479999999999998 -0.08095999999999999 0.047620000000000003 -1.0000000180025095e-35 0.089635000000000006 0.083825000000000024 0.24624500000000002 0.043560000000000008 0.10265000000000001 0.10402500000000002 0.077915000000000012 0.11330000000000001 0.085355000000000014 -0.10440999999999999 0.10627500000000002 -0.086004999999999984 -0.16956499999999999 -1.0000000180025095e-35 0.092725000000000016 0.2590050000000001 0.35004500000000011 -0.09361499999999999 0.090545000000000014 0.086020000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 -2 6 -1 8 9 -4 28 12 -5 -11 -10 16 17 18 -7 -9 -8 -20 -19 -24 -18 -3 -26 -28 -6
right_child=1 25 7 11 10 15 20 19 14 13 -12 -13 -14 -15 -16 -17 24 22 21 -21 -22 -23 23 -25 26 -27 27 -29 -30
leaf_value=0.00041724163127814 0.0004937765408064668 0.0002314945246851058 0.00061724898534845044 0.00032599110765807075 0.00012842889393610573 0.00083048094320290746 0.00075136381360931394 0.00078954312903851682 0.0007004134818156258 0.00025213090866172755 0.00039734730910438086 0.00059409313698695224 0.0005475902929526343 0.00047785398071553898 0.00049412273960439503 0.00054585045789134676 0.00054409832390076181 0.00066238618601346109 0.00056098575811987391 0.00060028767255509898 0.00056634939291065232 0.00068781076177549735 0.00075406112916331176 0.00087806777455774981 0.00072118357888482465 0.00011828148922029097 0.00058855274897889106 0.00068086488126884977 0.00022830354979137861
leaf_weight=67 56 53 60 81 52 52 57 52 96 56 65 70 52 56 52 68 58 55 60 62 57 1000 178 60 63 78 76 88 52
leaf_count=67 56 53 60 81 52 52 57 52 96 56 65 70 52 56 52 68 58 55 60 62 57 1000 178 60 63 78 76 88 52
internal_value=0 0.000434265 0.000487866 0.00065679 0.000320599 0.000675746 0.000569808 0.000574501 0.000534341 0.000453399 0.000263007 0.000475552 0.000412896 0.000365307 0.000628171 0.000686633 0.000692277 0.000703323 0.000687703 0.000686924 0.000659166 0.000680665 0.000762487 0.000785471 0.000637699 0.000164354 0.000661459 0.000638301 0.000178705
internal_weight=0 790 659 2142 225 1939 181 434 320 172 169 203 133 112 148 1758 1690 1405 1112 114 114 1060 293 238 285 131 227 164 104
internal_count=2932 790 659 2142 225 1939 181 434 320 172 169 203 133 112 148 1758 1690 1405 1112 114 114 1060 293 238 285 131 227 164 104
is_linear=0
shrinkage=0.0032998


Tree=9550
num_leaves=27
num_cat=0
split_feature=1 1 1 12 12 11 15 3 0 42 3 42 150 0 156 1429 123 12 160 52 12 52 52 123 1452 51
split_gain=6.49129 0.966406 0.942386 0.837057 0.493872 0.288568 0.329213 0.258312 0.243503 0.200175 0.18967 0.164099 0.193812 0.157499 0.136316 0.145232 0.115166 0.105951 0.104627 0.0910607 0.19225 0.140216 0.0734685 0.068399 0.0616424 0.0377322
threshold=0.11690500000000002 0.096315000000000026 0.13612500000000002 0.087215000000000015 0.089485000000000023 1.0000000180025095e-35 0.043560000000000008 0.3148450000000001 -0.13619499999999998 0.086700000000000013 -0.072649999999999978 0.11557000000000002 0.084380000000000024 -0.16926499999999997 0.088735000000000022 0.085435000000000011 0.087855000000000016 0.093455000000000024 -0.51511999999999991 0.047345000000000005 0.023990000000000004 -0.092084999999999986 -0.067494999999999986 0.080635000000000012 0.081315000000000012 -0.088094999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 8 16 10 -7 9 13 -4 14 12 19 -3 15 18 -2 -5 -1 21 -21 -12 -19 -10 -20 -16
right_child=2 3 7 17 -6 6 -8 -9 23 -11 11 -13 -14 -15 25 -17 -18 22 24 20 -22 -23 -24 -25 -26 -27
leaf_value=0.00091674453368122252 0.00066532817842660896 0.00075372112152797036 0.00061550780629453727 0.0011558477182082103 0.0009198816377580856 0.0010190793773813375 0.0013894797230042785 0.00022691074629910621 0.0009190054108566861 0.0003327919057448458 0.0010800082187620947 0.00079610842945771745 0.00080266220799039562 0.00052171815971739394 0.00086236702176536344 0.0012297903795781145 0.00046598365171916963 0.0010713056119980645 0.001059402140272017 0.0012413850303866114 0.00099411423528097498 0.00089677543967384111 0.0009174452270290707 0.00075478736398579824 0.00093947199161289584 0.00099464103897597034
leaf_weight=67 80 68 58 54 75 53 54 73 70 53 80 55 53 63 53 52 55 62 1291 55 100 117 90 52 54 56
leaf_count=67 80 68 58 54 75 53 54 73 70 53 80 55 53 63 53 52 55 62 1291 55 100 117 90 52 54 56
internal_value=0 0.00100785 0.000553108 0.000869976 0.000704366 0.0010374 0.00120634 0.000380285 0.000742317 0.000480835 0.00102849 0.000968509 0.000991835 0.000642416 0.00104601 0.00105457 0.000584375 0.00102659 0.0010481 0.00102022 0.00108208 0.000971364 0.000980436 0.0008493 0.00105461 0.000930648
internal_weight=0 2599 394 459 210 2140 107 184 253 111 2033 460 405 131 1573 1464 135 206 1412 352 155 197 152 122 1345 109
internal_count=2993 2599 394 459 210 2140 107 184 253 111 2033 460 405 131 1573 1464 135 206 1412 352 155 197 152 122 1345 109
is_linear=0
shrinkage=0.0032998


Tree=9551
num_leaves=22
num_cat=0
split_feature=1 1 12 4 14 2 4 0 2 12 4 0 51 2 12 4 0 39 0 0 133
split_gain=6.57271 1.15065 1.10484 0.671163 0.511403 0.349022 0.254922 0.412702 0.190327 0.1815 0.150192 0.129732 0.140283 0.103964 0.101989 0.0978285 0.0798781 0.0739948 0.0726909 0.0531243 0.0291546
threshold=0.10910500000000002 0.13612500000000002 0.085075000000000026 0.38865500000000003 0.073890000000000011 0.098655000000000007 -0.22295999999999996 -0.066934999999999981 0.17553000000000005 0.09696500000000001 0.0033150000000000007 -0.13165999999999997 0.010750000000000001 0.091235000000000024 -0.041014999999999989 0.058025000000000007 -0.13409999999999997 0.088025000000000006 0.056895000000000008 -0.094479999999999995 -0.051434999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 4 5 6 -1 13 14 -4 -2 -7 15 16 -3 18 -8 -12 -13 -17 -15
right_child=1 8 9 -5 -6 11 7 -9 -10 -11 17 12 -14 20 -16 19 -18 -19 -20 -21 -22
leaf_value=0.0010792717305341786 0.00056699879414500776 0.00023309512238572176 0.00096527966896886434 0.00050005950414634844 0.0011130244495097749 0.00064151487063386593 0.00079067238764580702 0.0005918843734383359 9.3542339854528464e-05 0.0007151264844332979 0.00044355600015800659 0.00090942526596373048 0.00067778307214367585 0.00076372159362148094 0.00042057798183684316 0.00083621198698508134 0.00090844949809048214 0.00029889996458419511 0.00078028884993956585 0.00068783605872713908 0.00085069072924869764
leaf_weight=75 70 65 53 53 97 59 71 53 55 84 94 183 76 63 64 52 1286 69 71 64 236
leaf_count=75 70 65 53 53 97 59 71 53 55 84 94 183 76 63 64 52 1286 69 71 64 236
internal_value=0 0.000470575 0.000576702 0.000868886 0.000877063 0.000867049 0.000888886 0.00088051 0.000256975 0.000812158 0.000438106 0.000789835 0.000809377 0.000889726 0.000326383 0.000836312 0.000902313 0.000382537 0.000873467 0.000754653 0.000832484
internal_weight=0 554 370 2439 2386 2289 1784 1709 184 137 233 505 446 1656 129 370 1357 163 254 116 299
internal_count=2993 554 370 2439 2386 2289 1784 1709 184 137 233 505 446 1656 129 370 1357 163 254 116 299
is_linear=0
shrinkage=0.0032998


Tree=9552
num_leaves=19
num_cat=0
split_feature=1 50 43 51 42 133 133 124 41 455 42 15 50 15 133 4 1 42
split_gain=0.200382 0.071923 0.0642739 0.0596492 0.0674574 0.0565752 0.07423 0.0504726 0.053626 0.0750237 0.0771034 0.0452471 0.0489653 0.0360169 0.0259766 0.0237382 0.0148097 0.014257
threshold=0.13699000000000003 1.0000000180025095e-35 -0.085594999999999991 0.10446500000000002 0.11557000000000002 0.085515000000000022 -0.039759999999999997 -0.087984999999999994 0.075585000000000013 1.0000000180025095e-35 0.094010000000000024 0.091490000000000016 0.10732000000000001 -0.24511999999999998 0.15630500000000003 -0.0078799999999999981 0.08844500000000001 0.079890000000000017
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 16 -1 9 10 -9 12 -7 -2 -6 17 -4 -8
right_child=13 2 5 -5 14 11 15 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0093136083247556904 0.00082016203973301358 0.010321257831133525 0.0013796632373685516 0.0098770200013845715 -0.0026305080461481575 0.0087806024439248745 0.0087156234359439533 0.0034053808973217932 0.008006949567409995 0.0094765954748305837 0.0067439767277974383 -0.00092893538056677133 0.0018912261904291041 -0.0041057633191692597 0.0026139097456783786 0.0065868710214080448 0.0054156899160492005 0.012662210846460306
leaf_weight=57 102 99 53 53 53 53 61 1644 101 69 224 53 67 71 54 73 53 53
leaf_count=57 102 99 53 53 53 53 61 1644 101 69 224 53 67 71 54 73 53 53
internal_value=0 0.00470132 0.00640563 0.00427351 0.00413782 0.00556991 0.00699977 0.00434833 0.00420857 0.00400959 0.00380669 0.00313786 0.00494901 -0.00119108 0 0.00902238 0.00341463 0.0105662
internal_weight=0 2820 565 2255 2202 466 293 2095 2038 1937 1868 173 120 173 107 187 106 114
internal_count=2993 2820 565 2255 2202 466 293 2095 2038 1937 1868 173 120 173 107 187 106 114
is_linear=0
shrinkage=0.16829


Tree=9553
num_leaves=25
num_cat=0
split_feature=4 3 3 43 14 3 12 3 123 0 43 12 0 47 12 4 3 3 3 3 43 133 12 4
split_gain=5.13165 2.28244 0.96248 0.604019 0.359224 0.27586 0.219435 0.196774 0.293156 0.237546 0.192749 0.191927 0.137527 0.118795 0.105611 0.0898994 0.115632 0.0838987 0.120417 0.0789509 0.0666955 0.0815136 0.0306743 0.0219111
threshold=0.31392000000000003 -0.066229999999999997 0.30863500000000005 -0.033049999999999989 0.073890000000000011 0.11391500000000002 0.081320000000000017 0.31395500000000004 0.08980500000000001 -0.105195 -0.23538999999999996 -0.087384999999999977 -0.09633499999999999 0.077735000000000012 0.088485000000000022 -0.078249999999999986 0.085090000000000013 -0.13392999999999997 -0.088484999999999994 -0.084794999999999995 -0.09225499999999999 0.085650000000000018 0.089625000000000024 0.51074000000000008
decision_type=2 2 2 2 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 6 13 -1 8 9 -2 -3 -12 19 15 20 -5 -17 -16 -19 -8 -14 -22 -21 -11
right_child=7 2 -4 5 -6 -7 12 -9 -10 23 11 -13 14 -15 17 16 -18 18 -20 22 21 -23 -24 -25
leaf_value=0.00063016065322036121 0.00058537399358044647 0.00070409618021432337 0.00021291311765339336 0.00086040110238398953 0.0010782157419883406 0.00055879543131186801 0.00065812480784713581 0.00018860380394634499 0.00019131949341511415 0.00040093495216042259 0.00058885749462311409 0.00036590243687764195 0.00098198896480380504 0.00090725839011407633 0.00094363498978750245 0.00076968616273240676 0.00058546188722826992 0.00075050551844823188 0.0008457163921219464 0.00085923211916527132 0.0009028674369888646 0.00082080604046898893 0.00074731310946355085 0.00030303997800059106
leaf_weight=53 87 53 56 64 74 72 59 64 60 56 83 88 80 72 75 124 56 193 695 69 442 207 57 54
leaf_count=53 87 53 56 64 74 72 59 64 60 56 83 88 80 72 75 124 56 193 695 69 442 207 57 54
internal_value=0 0.000795157 0.000627912 0.000665828 0.000850887 0.000744818 0.000842153 0.000353379 0.000394276 0.000455911 0.000528849 0.000474326 0.00084812 0.000787092 0.000857626 0.000751488 0.000712568 0.000834334 0.000825063 0.000760993 0.000888345 0.000876748 0.000808882 0.000353198
internal_weight=0 2672 668 612 2004 388 1930 321 257 197 224 171 1877 316 1692 244 180 963 888 185 729 649 126 110
internal_count=2993 2672 668 612 2004 388 1930 321 257 197 224 171 1877 316 1692 244 180 963 888 185 729 649 126 110
is_linear=0
shrinkage=0.0032998


Tree=9554
num_leaves=12
num_cat=0
split_feature=3 1452 124 51 0 11 11 0 15 15 15
split_gain=0.132387 0.0721678 0.0646929 0.0653063 0.060775 0.0463053 0.0747985 0.0664017 0.103628 0.0887693 0.0421919
threshold=0.28833000000000003 0.08790000000000002 0.08919500000000001 -0.41109999999999997 -0.12851999999999997 0.090945000000000012 1.0000000180025095e-35 -0.13409999999999997 -0.035654999999999992 -0.45371999999999996 0.039965000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -2 6 7 8 -5 -9 -8
right_child=4 -3 -4 5 -6 -7 10 9 -10 -11 -12
leaf_value=0.0088753188970080756 -0.005225071641699176 0.0089911389890638578 -0.0013311715780937484 0.0035118355408546094 0.0021917650557729909 0.00026079271126670307 0.0057924246975588007 -0.0017693518764110385 -0.0043619897659858704 0.0046216055083554142 0.01202599384554549
leaf_weight=89 57 95 57 189 69 82 80 63 63 2097 52
leaf_count=89 57 95 57 189 69 82 80 63 63 2097 52
internal_value=0 0.00441321 0.00425567 0.00437363 -0.00114921 0.00422037 0.00434729 0.00413233 0.00153625 0.00443437 0.00826168
internal_weight=0 2867 2772 2715 126 2626 2544 2412 252 2160 132
internal_count=2993 2867 2772 2715 126 2626 2544 2412 252 2160 132
is_linear=0
shrinkage=0.16829


Tree=9555
num_leaves=31
num_cat=0
split_feature=4 3 3 43 43 43 0 3 0 156 43 3 4 3 0 50 49 4 43 16 4 1454 1456 3 4 4 0 3 16 0
split_gain=5.29706 2.55511 0.631546 0.763992 0.356648 0.349565 0.249847 0.235063 0.372086 0.230148 0.221042 0.220544 0.193215 0.157235 0.131101 0.119963 0.106703 0.110497 0.0815559 0.233781 0.0807751 0.0806326 0.135342 0.155413 0.0748242 0.0691658 0.0667676 0.0523166 0.0355519 0.0229882
threshold=0.31392000000000003 -0.063264999999999988 0.28833000000000003 -0.035884999999999993 -0.051834999999999992 -0.22971499999999997 -0.076384999999999995 0.13772500000000001 -0.10028499999999999 0.093155000000000002 -0.083284999999999984 0.11391500000000002 -0.098074999999999982 -0.010434999999999998 -0.064994999999999983 0.08956500000000002 -0.071579999999999991 -0.005814999999999999 -0.00088499999999999983 -0.053299999999999993 -0.010764999999999999 0.083660000000000026 -1.0000000180025095e-35 -0.081914999999999988 0.032770000000000001 0.020110000000000006 -0.071749999999999994 -0.087864999999999985 -0.097179999999999975 -0.045139999999999993
decision_type=2 2 2 2 2 2 2 2 2 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 13 -3 12 8 -6 11 14 16 -1 -2 -8 24 -5 -18 21 27 -7 22 23 -14 26 -24 -12 -20 -29 -28
right_child=4 2 -4 9 7 20 10 -9 -10 -11 15 -13 18 -15 -16 -17 17 -19 19 -21 -22 -23 25 -25 -26 -27 29 28 -30 -31
leaf_value=0.0010807163209141349 0.00033984652276873952 0.00075728713327971565 0.00033928004317326094 0.00090683248398877971 0.00072171480790326516 0.00036962732736368773 0.00081954622011236138 0.00030220937071166574 0.00036418010370995488 0.00096853361877506541 0.00075391249398152889 0.00055063235715310875 0.0011242171629793889 9.3283381368040142e-05 0.00061419132848870655 0.00098032079778844904 0.00063476414716794191 0.00079671651608099906 0.00098658027426846203 0.0006572010903044068 0.0005205393319500306 0.00078607210934484196 0.00091428289220893346 0.00089205187884114291 0.00073465433148210322 0.00082088118543908106 0.00092255381175656399 0.00078748575460325639 0.00089746616907290734 0.00084668038456781557
leaf_weight=68 60 52 66 56 63 81 65 71 65 55 56 59 72 54 76 79 73 139 56 58 79 57 802 60 70 106 115 53 123 103
leaf_count=68 60 52 66 56 63 81 65 71 65 55 56 59 72 54 76 79 73 139 56 58 79 57 802 60 70 106 115 53 123 103
internal_value=0 0.000825008 0.00064657 0.000680654 0.000371136 0.000521282 0.000883321 0.000455613 0.000540429 0.000769009 0.000823675 0.000735343 0.000906418 0.000223362 0.000709108 0.00086178 0.000775875 0.000741116 0.000897847 0.000846886 0.00044436 0.000911287 0.000918116 0.00101895 0.000834455 0.000903418 0.000859822 0.000894155 0.000864547 0.000886867
internal_weight=0 2679 660 594 313 212 2019 199 128 382 564 327 1455 114 141 423 268 212 1387 290 160 1097 1040 132 344 908 274 232 176 218
internal_count=2992 2679 660 594 313 212 2019 199 128 382 564 327 1455 114 141 423 268 212 1387 290 160 1097 1040 132 344 908 274 232 176 218
is_linear=0
shrinkage=0.0032998


Tree=9556
num_leaves=28
num_cat=0
split_feature=1 40 1 3 51 1 150 3 0 1213 51 52 47 3 52 160 1 160 13 157 151 3 0 157 0 3 3
split_gain=5.09665 0.666552 0.437691 0.412619 0.309594 0.239823 0.215509 0.314489 0.172528 0.163184 0.159593 0.149287 0.148772 0.136485 0.110056 0.115664 0.110729 0.109092 0.096368 0.0940202 0.0664453 0.0753404 0.132417 0.0598187 0.0477584 0.0466145 0.0323544
threshold=0.10921500000000002 -0.084924999999999987 0.122715 -0.066229999999999997 -0.095799999999999982 0.10342000000000001 0.082085000000000019 -0.087544999999999998 -0.13619499999999998 -0.09897499999999998 -0.096089999999999981 0.056265000000000009 0.080860000000000015 -0.014254999999999999 0.10400000000000002 -0.090494999999999978 0.081540000000000015 -0.060659999999999992 -0.085234999999999991 -0.079269999999999993 -0.010059999999999998 0.085880000000000012 -0.099244999999999986 1.0000000180025095e-35 -0.095324999999999979 -0.080564999999999984 -0.084419999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 8 4 23 10 9 -8 -3 25 -5 13 -10 -4 15 -11 18 -12 -16 -17 -19 22 -22 -1 -15 -6 -9
right_child=1 2 11 5 6 -7 7 26 12 14 17 -13 -14 24 16 19 -18 20 -20 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=0.00049083180829882832 -5.7873347185561673e-06 0.00032902037343582698 0.0003555410113622092 0.00074342102954588947 0.00089162736727849959 0.00041719458915276945 0.000377046504586005 0.00062879855667782717 0.0004488582320988279 0.00085302640290290852 0.00047786235881679975 0.00039584973067148158 0.00066998514372433658 0.00022854089033179809 0.00073012843296517361 0.00081558538201982047 0.00075385079338919703 0.00070053605453702201 0.00057442069188844722 0.00070195573912312152 0.00075507657341946342 0.00048731632338127728 0.00055088004057832001 0.00061947769239286961 0.0001026749502691242 0.00075837223243337441 0.00075298642985209248
leaf_weight=86 63 71 54 88 68 79 53 52 94 70 83 68 53 60 60 91 86 78 181 967 56 64 98 81 76 60 52
leaf_count=86 63 71 54 88 68 79 53 52 94 70 83 68 53 60 60 91 86 78 181 967 56 64 98 81 76 60 52
internal_value=0 0.000312628 0.000354845 0.000667143 0.000690148 0.000586729 0.000703248 0.000585393 0.000463912 0.000714915 0.000615333 0.000262552 0.000528824 0.00021466 0.000704815 0.00072056 0.000650396 0.000585499 0.000613332 0.000711762 0.000615562 0.000584997 0.000625362 0.00055344 0.000158463 0.000829439 0.000691231
internal_weight=0 539 476 2453 1907 546 1740 157 218 1583 467 258 147 190 1455 1128 327 379 241 1058 296 218 154 167 136 128 104
internal_count=2992 539 476 2453 1907 546 1740 157 218 1583 467 258 147 190 1455 1128 327 379 241 1058 296 218 154 167 136 128 104
is_linear=0
shrinkage=0.0032998


Tree=9557
num_leaves=31
num_cat=0
split_feature=1 1 12 1 4 12 4 15 12 12 49 15 12 12 12 475 16 52 43 16 52 12 43 48 12 15 1213 403 16 16
split_gain=8.6057 1.01903 0.737685 0.663884 0.508235 0.414927 0.345088 0.281654 0.260285 0.234264 0.227298 0.173556 0.148709 0.137861 0.201811 0.201004 0.231716 0.119861 0.101623 0.0849046 0.0826751 0.0752158 0.0635325 0.0563538 0.0527768 0.104599 0.0490214 0.0449425 0.0371585 0.0298841
threshold=0.10921500000000002 0.13042000000000001 0.085075000000000026 0.098395000000000024 -0.16523499999999997 0.11878500000000002 0.42405000000000009 0.062230000000000008 0.082595000000000016 0.087215000000000015 -1.0000000180025095e-35 -0.14051999999999998 0.098785000000000012 0.083865000000000009 0.097060000000000021 -0.067819999999999978 -0.037309999999999989 0.10400000000000002 -0.080454999999999985 0.18286500000000003 -0.063199999999999992 0.10119000000000002 -0.053234999999999998 0.096685000000000007 0.090285000000000018 0.11635000000000001 -0.025929999999999998 -0.011234999999999998 -0.0079049999999999971 -0.5020199999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 20 5 -5 7 10 11 -9 18 -3 23 -4 15 19 -13 -17 26 -6 -15 -2 -16 -8 -1 -19 -26 27 -10 -28 -22
right_child=1 6 12 4 9 -7 22 8 17 -11 -12 13 -14 14 21 16 -18 24 -20 -21 29 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.00072561431491965781 2.2470368422002487e-05 -7.9011162872144936e-05 0.00056442214727174132 0.00064734793656013928 0.00033592129662403717 0.000340555506393172 -0.00025824482444445832 0.00084692459239603163 0.00072950840894644335 0.00046520462116860444 0.00021320670155426937 0.0003308725596298633 0.00032044139819508935 0.00061762382824592668 0.00036174830162114652 0.00040967733866241175 0.00061959988464952397 0.00062321278397467039 0.00013946935003643867 0.00050993905455232386 0.00010576285665139168 0.00051660720815542463 -0.00010780607662433598 0.00058473257484788807 0.00040091101014349905 0.00059183148014334296 0.00060769812567410247 0.0006348471101771761 0.00070289985595076414 0.00021708079902745613
leaf_weight=80 77 55 57 70 52 75 56 59 112 73 61 74 54 437 56 102 135 67 66 103 52 97 70 57 59 71 423 129 56 57
leaf_count=80 77 55 57 70 52 75 56 59 112 73 61 74 54 437 56 102 135 67 66 103 52 97 70 57 59 71 423 129 56 57
internal_value=0 0.000103528 0.000233065 0.000564099 0.000406333 0.000582869 -5.53032e-05 0.000591436 0.000632852 0.000317818 7.43514e-05 0.000555979 0.000446046 0.00054076 0.000566955 0.000482277 0.000529402 0.00061904 0.00022634 0.000597149 0.000105774 0.000460157 -0.000174947 0.000667256 0.000545683 0.000505454 0.000639062 0.000678985 0.000618902 0.000164298
internal_weight=0 539 297 2453 261 2192 242 2117 976 191 116 1141 111 1004 693 311 237 917 118 540 186 153 126 137 197 130 720 241 479 109
internal_count=2992 539 297 2453 261 2192 242 2117 976 191 116 1141 111 1004 693 311 237 917 118 540 186 153 126 137 197 130 720 241 479 109
is_linear=0
shrinkage=0.0032998


Tree=9558
num_leaves=31
num_cat=0
split_feature=1 4 2 2 12 2 1 4 2 12 2 150 49 43 12 4 1213 12 4 42 52 12 52 43 4 43 4 2 12 403
split_gain=5.77344 0.618697 0.577756 0.448314 0.34765 0.274575 0.249771 0.169873 0.164338 0.170487 0.139111 0.137739 0.126458 0.105747 0.0995017 0.130375 0.0848811 0.107966 0.118487 0.103507 0.0743041 0.0662427 0.0641838 0.0639425 0.0543054 0.0486662 0.0472044 0.0393849 0.0256948 0.0201677
threshold=0.10921500000000002 0.44128500000000004 0.099845000000000003 0.10979000000000001 0.085075000000000026 -1.0000000180025095e-35 0.13074500000000003 -0.096364999999999992 0.13388500000000003 -0.086254999999999984 0.089545000000000013 1.0000000180025095e-35 -0.064334999999999989 -0.053234999999999998 0.097060000000000021 -0.16523499999999997 -0.12077499999999998 0.084130000000000024 -0.016339999999999997 0.11382000000000002 -0.15365999999999999 0.088725000000000012 -0.088614999999999985 -0.00080499999999999983 0.024470000000000002 -1.0000000180025095e-35 0.028075000000000006 0.088065000000000018 0.10682000000000001 0.0032850000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 4 -2 -1 -3 22 9 -4 16 14 -5 -8 15 -11 -9 18 -18 -19 -12 25 -7 -17 28 -22 -14 -24 -16 -23
right_child=1 6 8 12 -6 7 13 10 -10 11 20 -13 26 -15 24 23 17 19 -20 -21 21 29 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00079655258353547565 0.00056711915915810872 0.0005627116794484023 0.00068281390093686374 0.00041308126352015051 0.00090311297807483051 0.00099109497009631825 0.00020719915387642013 0.0010861322905812818 0.00066486240727761127 0.0010753969684217813 0.0010206554683520035 0.00072237822278381047 0.00066399565158838114 0.00040572589337006592 0.00083616843222938518 0.00095039411771663963 0.00080548484033646553 0.0010016910359485385 0.00096982742181908523 0.00085416870538527502 0.00088951077241784923 0.00094454010670605394 0.0011937593865312553 0.00080006190090651857 0.00075808117830381645 0.0007521408343056828 0.00053554538522131157 0.0010599302804661355 0.00093963548910845109 0.0008611867351991714
leaf_weight=101 53 75 53 60 95 74 53 87 52 69 64 53 65 68 66 95 82 811 129 59 72 194 53 52 57 55 70 61 62 52
leaf_count=101 53 75 53 60 95 74 53 87 52 69 64 53 65 68 66 95 82 811 129 59 72 194 53 52 57 55 70 61 62 52
internal_value=0 0.000560866 0.000938224 0.000645559 0.000783029 0.000965867 0.000412473 0.000975384 0.000844505 0.00086286 0.00096417 0.000883801 0.000541042 0.000319059 0.000905048 0.000954461 0.000983356 0.000975051 0.000906127 0.000991727 0.00091281 0.000894211 0.00107094 0.000897455 0.000847165 0.000830297 0.000597653 0.00112246 0.000886561 0.000927064
internal_weight=0 539 2453 343 148 1894 196 1793 559 507 1605 454 195 121 401 216 1168 1081 211 870 437 373 188 147 185 127 135 114 128 246
internal_count=2992 539 2453 343 148 1894 196 1793 559 507 1605 454 195 121 401 216 1168 1081 211 870 437 373 188 147 185 127 135 114 128 246
is_linear=0
shrinkage=0.0032998


Tree=9559
num_leaves=26
num_cat=0
split_feature=1 40 15 12 12 39 1 11 0 1 12 0 1 51 12 0 13 15 12 12 157 1 15 159 159
split_gain=3.72707 0.49276 0.51402 0.27995 0.278768 0.233083 0.15736 0.100469 0.175216 0.199431 0.136307 0.132785 0.127655 0.104511 0.135914 0.0805909 0.0788058 0.131005 0.116233 0.0679928 0.0693513 0.0633519 0.0606403 0.0325133 0.016427
threshold=0.10398500000000001 -0.084924999999999987 -0.21242999999999998 0.085075000000000026 0.11878500000000002 0.0047850000000000011 0.088035000000000016 1.0000000180025095e-35 -0.10071499999999999 0.087225000000000011 0.090455000000000021 -0.11327499999999999 0.083250000000000005 -0.085184999999999983 0.082595000000000016 -0.11825999999999999 -1.0000000180025095e-35 -0.037394999999999991 -0.081654999999999991 0.091065000000000021 -0.062424999999999994 0.11378500000000001 -0.46772999999999992 0.085545000000000024 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 15 16 5 7 -7 8 9 11 13 24 -9 23 -15 -3 18 -18 -4 -12 -21 -5 -17 -10 -1
right_child=1 2 3 21 -6 6 -8 12 10 -11 19 -13 -14 14 -16 22 17 -19 -20 20 -22 -23 -24 -25 -26
leaf_value=0.00069675979146711713 5.8663896541273665e-05 0.00032556600642506529 0.00039084765442306142 0.00058461636120854196 0.0004063696014593448 0.00056976971713066662 0.00034192204314955943 0.00081365913503995534 0.00051349786388329337 0.00036922361909551786 0.00046423667113847089 0.00044580558046175268 0.000593670436974196 0.0007791345048631771 0.000639774491787366 0.00025114439608725823 0.00052150865034592117 0.00028713729677691757 0.00018435843363741509 0.00047518401827579919 0.00059986420293840607 0.00045270974470676981 0.00011734014321400719 0.00062316196187027939 0.00060422637618380451
leaf_weight=53 73 52 57 84 84 75 61 60 88 70 54 53 59 87 811 65 54 52 64 56 604 83 89 52 52
leaf_count=53 73 52 57 84 84 75 61 60 88 70 54 53 59 87 811 65 54 52 64 56 604 83 89 52 52
internal_value=0 0.000315229 0.000346386 0.000416316 0.000594287 0.000601334 0.000467832 0.000609967 0.000604245 0.000517224 0.000615549 0.000582571 0.000704885 0.000640019 0.000653315 0.000212464 0.000340421 0.000406866 0.000281921 0.000579927 0.000589339 0.000519269 0.000174045 0.000554482 0.000651269
internal_weight=0 673 600 394 2319 2235 136 2099 1980 228 1752 158 119 1038 898 206 227 106 121 714 660 167 154 140 105
internal_count=2992 673 600 394 2319 2235 136 2099 1980 228 1752 158 119 1038 898 206 227 106 121 714 660 167 154 140 105
is_linear=0
shrinkage=0.0032998


Tree=9560
num_leaves=18
num_cat=0
split_feature=1 48 43 133 13 399 14 47 158 402 1210 42 42 42 1 50 0
split_gain=0.245894 0.130539 0.0713943 0.163421 0.0831823 0.121431 0.0693474 0.090881 0.0670613 0.0592812 0.115148 0.0614038 0.0725798 0.0687675 0.0577531 0.0300413 0.0225094
threshold=0.11417500000000001 0.10389000000000002 -0.24698999999999996 0.041800000000000011 0.10188500000000002 0.091160000000000019 -0.23083499999999998 0.089575000000000016 -0.45783499999999994 -0.086814999999999989 -0.08019999999999998 -0.091229999999999992 -0.10324499999999999 0.11466000000000001 0.14132000000000003 0.082725000000000007 -0.062714999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 -1 5 8 -2 14 -4 10 -10 12 -11 -13 16 -12 -8
right_child=1 -3 4 -5 -6 -7 7 -9 9 11 15 13 -14 -15 -16 -17 -18
leaf_value=0.016841251727229754 0.0076980506289272936 -0.0041638025455471503 0 0.0047178045046783563 -0.00047736548316178727 0.0137111800825699 -7.7161758148078864e-05 0.0072578201825324457 -0.0032054886673246368 0.0060854713321265626 0.0039072978209062957 0.0067013592269688903 -0.00096112565879680949 0.0013257347411395959 -0.0047265217590623703 0.0085984086431256275 0.003988587325651818
leaf_weight=55 74 87 56 75 58 56 84 67 57 98 120 1732 71 71 52 59 70
leaf_count=55 74 87 56 75 58 56 84 67 57 98 120 1732 71 71 52 59 70
internal_value=0 0.00165627 0.00600082 0.00986078 0.00578905 0.00594648 0.00312066 0.00187333 0.00575363 0.00589949 0.00336216 0.00620224 0.00311444 0.00649067 0.000113336 0.00546357 0.00175924
internal_weight=0 434 2508 130 2378 2320 347 273 2264 2208 236 1972 169 1803 206 179 154
internal_count=2942 434 2508 130 2378 2320 347 273 2264 2208 236 1972 169 1803 206 179 154
is_linear=0
shrinkage=0.16829


Tree=9561
num_leaves=23
num_cat=0
split_feature=1 3 12 2 47 39 51 12 3 3 147 3 3 50 1 2 43 2 50 42 12 3
split_gain=5.07156 0.816769 0.714928 0.624933 0.40212 0.291582 0.282552 0.183692 0.194393 0.198434 0.152744 0.148783 0.210221 0.123875 0.124793 0.121631 0.188487 0.0958809 0.0887118 0.080182 0.0390797 0.0246767
threshold=0.10932500000000002 -0.06656999999999999 0.056995000000000011 0.11504500000000002 0.091930000000000012 0.11117500000000001 -0.097124999999999989 0.082425000000000012 -0.15415499999999996 -0.12077499999999998 0.083685000000000009 0.3148450000000001 0.0025650000000000004 -1.0000000180025095e-35 0.091145000000000018 0.098180000000000003 -0.043004999999999995 0.088105000000000003 0.08956500000000002 0.116275 -0.010419999999999997 -0.23394499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 5 11 -1 -4 21 -10 15 12 -3 -11 19 17 -17 20 -16 -15 -8 -9
right_child=1 4 7 -5 -6 -7 10 8 9 13 -12 -13 -14 14 18 16 -18 -19 -20 -21 -22 -23
leaf_value=0.00078635338121564406 0.00074500712589995193 0.00021755215168690049 0.00095117086909079888 0.00029993704988256722 0.00050749238810334722 2.4466004124038844e-05 0.00065860366887003283 0.00094189318515588267 0.00056986220631614307 0.00059947543758104315 0.00040431194886719789 0.00014645212318097767 0.00043931531972735854 0.0007758323086341193 0.00061427030638390402 0.00036613049900865714 0.00063237733481795206 0.00075827289380928163 0.0007551293552071044 0.00066943208733564845 0.00052577984226480107 0.00083238454700245942
leaf_weight=82 96 88 55 54 79 55 54 59 68 57 53 60 101 1400 108 52 68 65 97 87 52 52
leaf_count=82 96 88 55 54 79 55 54 59 68 57 53 60 101 1400 108 52 68 65 97 87 52 52
internal_value=0 0.000378365 0.000734229 0.000585017 0.000297339 0.000242611 0.00061116 0.000760649 0.000755196 0.000746886 0.000569297 0.000290655 0.000336247 0.000753748 0.000758925 0.000599224 0.000517297 0.000656511 0.000681093 0.000769631 0.000593777 0.000890909
internal_weight=0 533 2409 150 383 304 426 1983 1928 1817 344 249 189 1749 1692 291 120 171 205 1487 106 111
internal_count=2942 533 2409 150 383 304 426 1983 1928 1817 344 249 189 1749 1692 291 120 171 205 1487 106 111
is_linear=0
shrinkage=0.0032998


Tree=9562
num_leaves=17
num_cat=0
split_feature=1 42 40 14 1 1209 402 1456 158 1375 34 3 3 42 16 16
split_gain=0.192866 0.108034 0.0640002 0.0719161 0.0857975 0.0610831 0.0975877 0.0542253 0.0534906 0.0542349 0.0545966 0.057897 0.0732137 0.0381972 0.0319532 0.014414
threshold=0.11417500000000001 0.11234000000000001 -0.034699999999999988 -0.07279999999999999 0.13686500000000004 0.086665000000000006 -0.088494999999999976 0.090205000000000021 -0.45783499999999994 -0.14589999999999997 -0.023104999999999997 0.094635000000000011 -0.026279999999999998 0.09087000000000002 -0.12653999999999996 -0.24404999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 15 -4 13 7 -7 8 -1 -10 -11 12 -12 -5 -13 -2
right_child=1 -3 3 4 -6 6 -8 -9 9 10 11 14 -14 -15 -16 -17
leaf_value=0.00053481332246273618 0.0011333132274934095 -0.0049714786442319131 0.0096584415546575788 0.0068680785745885127 -0.0024925348640051619 -0.0013668861449797625 0.0076074607837363197 0.0014732152102232164 0.00086693981932007072 0.010673255999807181 0.0060591734620414868 0.0057367904439774029 0.0026279600990198543 0.0012820077731773125 0.011000428344254579 -0.002796407609887305
leaf_weight=53 53 60 53 98 63 88 56 84 58 73 1749 52 198 55 97 52
leaf_count=53 53 60 53 98 63 88 56 84 58 73 1749 52 198 55 97 52
internal_value=0 0.00164704 0.00271363 0.00409014 0.00271552 0.00549562 0.00211066 0.00570105 0.00585603 0.00598186 0.00611781 0.00595829 0.00571116 0.00487176 0.00917551 -0.000795724
internal_weight=0 434 374 269 216 2508 144 2364 2280 2227 2169 2096 1947 153 149 105
internal_count=2942 434 374 269 216 2508 144 2364 2280 2227 2169 2096 1947 153 149 105
is_linear=0
shrinkage=0.16829


Tree=9563
num_leaves=17
num_cat=0
split_feature=4 3 40 14 4 3 3 43 51 40 133 14 16 16 4 156
split_gain=2.83482 1.4182 0.900175 0.275675 0.234671 0.581895 0.424452 0.394604 0.182379 0.168131 0.140652 0.111899 0.200377 0.104876 0.102198 0.0583021
threshold=0.31392000000000003 0.28833000000000003 -0.034699999999999988 0.073890000000000011 -0.44205499999999992 -0.10337499999999998 -0.066229999999999997 -0.23287499999999997 0.046060000000000011 -0.025204999999999995 0.08413000000000001 -0.10523499999999998 -0.53342999999999996 -0.044939999999999987 0.0049450000000000006 0.090625000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 15 7 14 -6 10 -2 -1 -11 -13 -8 -7 -4
right_child=9 -3 3 -5 5 6 13 -9 -10 11 -12 12 -14 -15 -16 -17
leaf_value=0.0005648600281388834 0.00017221299584603168 0.00011734275064654797 0.00083052525497657006 0.00082520463480478595 0.00063186461484072 0.00067402386886863041 0.0005929742269801323 0.00029244021334457225 0.00023821346838942523 0.0004586030034035863 0.00034485007240144975 0.00041044110368616122 0.00017563880468286037 0.00047602394684579166 0.00060272100077481984 0.00069574740214709268
leaf_weight=73 103 62 72 86 63 1360 171 93 54 59 58 77 83 174 274 80
leaf_count=73 103 62 72 86 63 1360 171 93 54 59 58 77 83 174 274 80
internal_value=0 0.000611173 0.000623128 0.000640437 0.000633473 0.000624462 0.000639793 0.000429741 0.000400919 0.000282867 0.00046772 0.000334749 0.000288858 0.000534093 0.000662089 0.000759821
internal_weight=0 2620 2558 2373 2287 2135 1979 156 185 322 131 219 160 345 1634 152
internal_count=2942 2620 2558 2373 2287 2135 1979 156 185 322 131 219 160 345 1634 152
is_linear=0
shrinkage=0.0032998


Tree=9564
num_leaves=19
num_cat=0
split_feature=1 43 16 124 1 1203 43 133 4 3 11 1 151 2 133 11 156 0
split_gain=0.152919 0.0695072 0.0760361 0.091469 0.0573138 0.0509998 0.0542788 0.107944 0.0708698 0.135032 0.375851 0.0920606 0.0561857 0.0771715 0.0513096 0.0497754 0.0403192 0.0208547
threshold=0.11417500000000001 -0.13800999999999999 -0.49804499999999996 -0.064554999999999987 0.12288500000000001 0.087415000000000007 -0.24698999999999996 0.041800000000000011 -0.4950449999999999 -0.10337499999999998 1.0000000180025095e-35 0.10921500000000002 -0.092954999999999982 0.087515000000000023 -0.011924999999999998 0.087505000000000013 0.07881500000000001 -0.050064999999999991
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 -5 6 7 -1 16 10 -10 12 13 -11 -14 -12 -8 -6
right_child=1 2 3 4 17 -7 8 -9 9 11 15 -13 14 -15 -16 -17 -18 -19
leaf_value=0.013895398461845374 -0.0041846873888212932 -0.0025481410228756014 -0.0018728122281957979 0.0084026825028654627 0.0013724520750014494 0.0089832693727684518 0.011863489729261847 0.0040325470194752825 -0.0088306205051876963 0.0036529622435873292 0.0094837014357211386 -0.0010729537898348082 0.0062771099838533819 0.012198949115052567 0.0042601767311842122 0.0024298195363111228 0.0056776974616660723 0.0054599093053850321
leaf_weight=55 52 72 69 91 90 89 58 75 78 53 63 71 505 71 1272 53 65 60
leaf_count=55 52 72 69 91 90 89 58 75 78 53 63 71 505 71 1272 53 65 60
internal_value=0 0.00157527 0.00236406 0.00351075 0.00505955 0.00500303 0.00485585 0.00821911 0.00466405 0.00443919 0.00019312 0.004856 0.00507838 0.00856072 0.00483437 0.0062763 0.00860918 0.00301941
internal_weight=0 434 382 310 241 2508 2419 130 2289 2166 194 1972 1901 124 1777 116 123 150
internal_count=2942 434 382 310 241 2508 2419 130 2289 2166 194 1972 1901 124 1777 116 123 150
is_linear=0
shrinkage=0.16829


Tree=9565
num_leaves=24
num_cat=0
split_feature=1 1 0 39 1 10 2 2 13 2 131 0 3 475 0 0 13 3 49 15 131 15 0
split_gain=3.88748 0.589586 0.473577 0.350109 0.228511 0.224564 0.211531 0.201985 0.178501 0.202416 0.152198 0.176288 0.171865 0.18306 0.140283 0.115058 0.0998277 0.0786274 0.0766395 0.0621974 0.0587791 0.0424916 0.0408577
threshold=0.10398500000000001 0.12419000000000001 -0.12368999999999998 0.0039300000000000003 0.088035000000000016 -1.0000000180025095e-35 0.11183000000000003 0.11523000000000001 1.0000000180025095e-35 0.13554000000000002 0.021890000000000003 -0.037444999999999992 0.091085000000000013 -0.087159999999999987 -0.083414999999999975 0.055865000000000005 -0.032149999999999991 -0.062694999999999987 -0.026279999999999998 0.025430000000000005 0.10370500000000001 -0.077474999999999988 -0.064509999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 6 -5 -3 10 17 9 -7 11 12 13 -1 -15 -13 -8 22 -2 21 -21 -12 -4
right_child=1 5 7 4 -6 8 16 -9 -10 -11 19 15 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24
leaf_value=0.00050577065560447859 0.00042760069830984803 0.0001341914787898275 0.00073888965095859015 0.00065580213826252473 0.0003704284902777281 0.00053174794188898104 0.00067406997972462729 0.0004000580765191427 0.00018210813635829775 0.00028916765177415033 0.00077941925127719323 0.00092321692868564914 0.00050836467705424153 0.000735088005805635 0.00066664837174811389 0.00072522436105875679 0.00051011983515892733 0.00052468356880938053 0.00026407606978693071 0.00090397281109317164 0.00077338241017082241 0.00065260271809436041 0.00061731891559453221
leaf_weight=52 55 73 62 68 57 73 85 55 53 79 83 64 54 838 563 70 83 58 77 72 95 52 72
leaf_count=52 55 73 62 68 57 73 85 55 53 79 83 64 54 838 563 70 83 58 77 72 95 52 72
internal_value=0 0.000407871 0.000492668 0.000696743 0.000525954 0.000292141 0.000706839 0.000578132 0.000348215 0.000405902 0.00071664 0.000703904 0.000693553 0.000700411 0.00070761 0.000820051 0.000593281 0.00062896 0.000332478 0.000785729 0.000829896 0.000730832 0.000673831
internal_weight=0 657 379 2236 125 278 2111 247 205 152 1943 1641 1507 1453 1401 134 168 192 132 302 167 135 134
internal_count=2893 657 379 2236 125 278 2111 247 205 152 1943 1641 1507 1453 1401 134 168 192 132 302 167 135 134
is_linear=0
shrinkage=0.0032998


Tree=9566
num_leaves=19
num_cat=0
split_feature=1 51 4 1 1375 14 12 1 4 4 0 0 0 51 2 1 1 0
split_gain=4.41701 0.536022 0.480855 0.309263 0.253748 0.277114 0.219409 0.326957 0.215492 0.214195 0.13903 0.134205 0.118362 0.11257 0.100569 0.0962365 0.0969827 0.0879554
threshold=0.11319000000000001 -0.069704999999999989 0.31392000000000003 0.13707500000000003 -0.083119999999999986 0.073890000000000011 -1.0000000180025095e-35 0.094165000000000013 -0.000195 0.032770000000000001 -0.11073999999999999 -0.092724999999999988 -0.042499999999999989 -0.020509999999999997 0.096325000000000008 0.12801500000000002 0.11849500000000002 -0.11262999999999999
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 8 -1 6 7 14 -3 10 -8 -12 -5 -11 -6 16 -10 -15
right_child=1 3 -4 12 5 -7 9 -9 15 13 11 -13 -14 17 -16 -17 -18 -19
leaf_value=0.00049441246865326329 0.00052972797668824766 0.00051740966860879542 0.00040435468220268204 0.00021090185513207571 0.00079495943489254182 0.00086483804155938922 0.00055234278513114634 0.00041980034880882477 0.0002260527301667677 0.00047754796649596224 0.00081501313753563843 0.00069766287129239797 1.1344021573556022e-05 0.00075250659908106807 0.00058816214680238279 0.00015867208942114638 0.00042169239830222105 0.00058982940820000011
leaf_weight=81 99 52 73 80 54 90 69 88 54 67 118 1565 55 54 53 55 59 127
leaf_count=81 99 52 73 80 54 90 69 88 54 67 118 1565 55 54 53 55 59 127
internal_value=0 0.00031469 0.00066933 0.000254623 0.000677491 0.000683965 0.000676533 0.000569812 0.000331021 0.000686921 0.000699884 0.000705912 0.000129861 0.000595201 0.000692856 0.00027312 0.000328513 0.000638558
internal_weight=0 454 2439 355 2366 2285 2195 195 220 2000 1752 1683 135 248 107 168 113 181
internal_count=2893 454 2439 355 2366 2285 2195 195 220 2000 1752 1683 135 248 107 168 113 181
is_linear=0
shrinkage=0.0032998


Tree=9567
num_leaves=26
num_cat=0
split_feature=1 52 1 2 2 2 2 2 2 3 1 52 1 16 1456 16 16 49 16 16 160 3 3 474 12
split_gain=9.83453 1.68553 1.22844 0.513261 0.629808 0.508849 0.531381 0.286947 0.203289 0.175273 0.168983 0.345245 0.216213 0.114523 0.10362 0.105576 0.0884992 0.0870944 0.0692665 0.063789 0.0627653 0.0704046 0.0618496 0.0561746 0.0135102
threshold=0.10398500000000001 -0.39173999999999992 0.13612500000000002 -0.013084999999999998 0.088735000000000022 0.10615500000000001 -1.0000000180025095e-35 0.13084500000000002 0.16167500000000004 -0.043609999999999989 0.088470000000000007 -0.085924999999999987 0.076160000000000019 -0.10982499999999999 -0.073119999999999991 0.19384500000000002 -0.094469999999999985 -0.062709999999999974 -0.088099999999999984 -0.40430999999999989 -1.0000000180025095e-35 0.11391500000000002 -0.081694999999999976 0.087350000000000025 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
left_child=3 -2 5 -1 13 6 -3 10 19 -7 12 -12 14 22 -6 -16 -15 -18 24 -4 -11 -22 -5 -20 -19
right_child=1 2 8 4 7 9 -8 -9 -10 20 11 -13 -14 16 15 -17 17 18 23 -21 21 -23 -24 -25 -26
leaf_value=0.00050779037131361531 0.00078251872091470993 0.00030501377109790892 3.7918582124797447e-05 0.0010467998139896751 0.00062932655382315144 0.00010606368562566585 0.00066210216619713692 0.00050273700562870601 -0.00012264769866541348 0.00041148491280350736 0.00082823626944062106 0.00049385203827042397 0.00098104817994730076 0.00070907469901496903 0.00079163854507729038 0.00068218024909967264 0.000974367493930302 0.00095999878799803628 0.00082369156899650192 0.0002015714923459403 0.00036337624644283185 0.00019814006242403225 0.00088239095366280491 0.00092674836578989699 0.00088100605060043838
leaf_weight=66 81 84 53 52 63 57 100 52 59 55 63 74 53 52 570 122 64 60 740 52 53 63 58 69 78
leaf_count=66 81 84 53 52 63 57 100 52 59 55 63 74 53 52 570 122 64 60 740 52 53 63 58 69 78
internal_value=0 0.000336585 0.000273814 0.000795909 0.000804655 0.000369967 0.000499275 0.000743411 3.20438e-05 0.000265459 0.000756617 0.000647877 0.000775011 0.00085668 0.000760501 0.000772392 0.000845911 0.000852914 0.000844669 0.000119301 0.000318385 0.00027394 0.000960432 0.000832525 0.000915606
internal_weight=0 657 576 2236 2170 412 184 997 164 228 945 137 808 1173 755 692 1063 1011 947 105 171 116 110 809 138
internal_count=2893 657 576 2236 2170 412 184 997 164 228 945 137 808 1173 755 692 1063 1011 947 105 171 116 110 809 138
is_linear=0
shrinkage=0.0032998


Tree=9568
num_leaves=21
num_cat=0
split_feature=1 51 12 47 2 1455 483 481 47 47 11 403 1213 0 12 1 43 0 2 2
split_gain=0.162587 0.104099 0.122511 0.120724 0.0771645 0.0724652 0.100594 0.0806366 0.064689 0.0832688 0.0687903 0.0635164 0.187146 0.0662866 0.0423074 0.0399175 0.0212989 0.0187166 0.0174028 0.0161209
threshold=0.11319000000000001 -0.06533499999999999 -0.085124999999999992 0.082930000000000018 -0.0098549999999999974 0.084775000000000017 -0.069964999999999986 -0.087759999999999991 0.07906500000000001 0.09550500000000002 0.08235000000000002 -0.057054999999999995 -0.082414999999999974 -0.22745499999999999 0.106505 0.099025000000000016 -0.065749999999999989 -0.094139999999999988 0.085225000000000009 0.12173500000000002
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 16 -3 14 15 7 -7 -6 10 -10 11 12 -9 -13 19 -1 -2 -11 -19 -4
right_child=1 2 3 -5 5 6 -8 8 9 17 -12 13 -14 -15 -16 -17 -18 18 -20 -21
leaf_value=-0.0022755424678315718 0.0039813941804460592 0.0055482955070779742 0.00050434264442233176 -0.0077481958481565088 0.011860764743287516 -0.003364671622545997 0.0056308221962729221 -0.0035208594639011257 0.012474501434449097 0.0084866915991812109 0.00063562773351944933 0.0012570524089428152 0.0054140458547971239 0.0065803380548015772 -0.0031493846250598488 0.0043079446224258255 0.0086948587097700637 0.0068334813816262044 0.0024067065035541482 0.0043798261455735297
leaf_weight=52 54 99 61 64 64 58 89 78 89 58 82 71 438 1204 54 52 59 52 52 63
leaf_count=52 54 99 61 64 64 58 89 78 89 58 82 71 438 1204 54 52 59 52 52 63
internal_value=0 0.00202998 0.000557255 -0.00147711 0.00550517 0.00570511 0.00206936 0.00594855 0.00576956 0.00832007 0.00542681 0.00564517 0.00405994 0.00628531 0.000767568 0.000998926 0.00645831 0.00602661 0.00463737 0.00248783
internal_weight=0 454 341 242 2439 2335 147 2188 2124 251 1873 1791 516 1275 178 104 113 162 104 124
internal_count=2893 454 341 242 2439 2335 147 2188 2124 251 1873 1791 516 1275 178 104 113 162 104 124
is_linear=0
shrinkage=0.16829


Tree=9569
num_leaves=20
num_cat=0
split_feature=4 2 39 2 2 14 0 15 0 16 3 4 16 131 4 42 16 50 0
split_gain=4.00518 1.65417 0.592238 0.328566 0.312245 0.254561 0.370503 0.297609 0.224103 0.23646 0.21563 0.196954 0.11615 0.104679 0.0941397 0.0906755 0.0724785 0.0288448 0.0613704
threshold=0.31392000000000003 0.14253500000000002 0.0039300000000000003 -0.007134999999999999 0.096325000000000008 0.073890000000000011 -0.099704999999999974 -0.11124499999999998 -0.14720499999999997 -0.10227499999999999 0.18595000000000003 0.020110000000000006 -0.42170999999999997 0.091095000000000023 -0.17568999999999999 0.088685000000000014 0.052690000000000008 -0.13887999999999998 -0.08237499999999999
decision_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 -1 -9 -10 12 13 15 14 -8 -2 -15 -13 -19
right_child=10 -3 3 4 -6 -7 11 8 9 -11 -12 17 -14 16 -16 -17 -18 18 -20
leaf_value=0.00073963426824973067 0.00042912924833541434 0.00021938747713327783 0.00028087590585595062 0.00077603817653750797 0.00045531929052962053 0.00087046465659174066 0.00077647284199659501 0.0006666889800952038 0.00057432769120204961 0.00030034373699961429 8.8310945005829069e-05 0.0006645817831408739 0.00020901925227482428 0.00082446765695378494 0.00069597487891666571 0.0002605423001243833 0.00067998017722684654 0.00063681508854074461 0.00048467840404749538
leaf_weight=88 90 88 53 57 81 88 189 67 67 72 63 58 86 153 1355 59 55 69 55
leaf_count=88 90 88 53 57 81 88 189 67 67 72 63 58 86 153 1355 59 55 69 55
internal_value=0 0.000664656 0.000680272 0.000502994 0.000588045 0.000694877 0.000687926 0.000578117 0.000508948 0.000432661 0.000260532 0.0007046 0.000306552 0.000715438 0.000705851 0.00036261 0.000786431 0.000600076 0.000569619
internal_weight=0 2595 2507 191 138 2316 2228 294 206 139 298 1934 235 1752 1544 149 208 182 124
internal_count=2893 2595 2507 191 138 2316 2228 294 206 139 298 1934 235 1752 1544 149 208 182 124
is_linear=0
shrinkage=0.0032998


Tree=9570
num_leaves=23
num_cat=0
split_feature=1 14 52 4 39 0 52 52 12 1 43 480 15 43 4 16 15 0 15 12 12 52
split_gain=4.21201 0.76605 0.674634 0.495029 0.341967 0.293555 0.249106 0.214138 0.208329 0.183045 0.1852 0.168529 0.16341 0.151809 0.151163 0.138318 0.120068 0.115035 0.0997361 0.0727304 0.0650105 0.0305291
threshold=0.10455000000000002 0.064610000000000015 -0.40011499999999994 0.032770000000000001 0.0047850000000000011 -0.10594499999999998 0.12484500000000003 0.0030150000000000008 0.10227500000000002 0.13130500000000003 -0.073079999999999992 -1.0000000180025095e-35 -0.040119999999999996 -0.073819999999999983 -0.50139499999999992 -1.0000000180025095e-35 -0.093074999999999977 -0.072374999999999981 -0.097454999999999986 -0.053404999999999987 0.091895000000000018 0.089575000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 9 13 11 12 -11 -7 17 -5 -13 21 -9 18 -4 -12 -15 -10
right_child=2 -3 6 7 -6 8 -8 16 15 10 19 14 -14 20 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00053018265267856476 0.00068232175636670023 0.00099269126169233553 0.00035384503066573052 0.00036690015159518657 0.00048644402602556267 0.0005505602705271099 0.00051571041090047321 0.00078656223022368233 0.00073357350914164459 0.00010847023255979053 0.00041341573615430585 0.00089062536798970048 0.00051343331772251788 0.00064077176043131996 0.00073310803809015852 0.00047866064750968552 0.00057478961525377482 0.0004406324165027928 0.00017950086966569224 0.00024694877463375865 0.00048884116358621148 0.00062595002565938738
leaf_weight=94 76 90 81 69 78 54 85 55 61 72 53 72 70 61 1385 57 67 69 66 66 69 71
leaf_count=94 76 90 81 69 78 54 85 55 61 72 53 72 70 61 1385 57 67 69 66 66 69 71
internal_value=0 0.00069346 0.00039004 0.000681164 0.000701768 0.000711111 0.000350452 0.000560891 0.000721094 0.000320929 0.000241309 0.000734137 0.00037398 0.000493486 0.000740916 0.000616638 0.00067055 0.000328623 0.000275808 0.000321386 0.000560403 0.000675952
internal_weight=0 2283 638 2193 1872 1794 562 321 1700 477 191 1511 286 199 1457 189 122 216 147 119 130 132
internal_count=2921 2283 638 2193 1872 1794 562 321 1700 477 191 1511 286 199 1457 189 122 216 147 119 130 132
is_linear=0
shrinkage=0.0032998


Tree=9571
num_leaves=28
num_cat=0
split_feature=1 13 12 51 43 13 12 133 52 42 129 52 480 475 1212 1 1 1456 42 3 129 43 13 52 42 52 52
split_gain=0.116167 0.121906 0.192288 0.112051 0.100035 0.0894276 0.0878908 0.0871463 0.0758457 0.0747387 0.0876296 0.0691432 0.0672098 0.0619012 0.0659712 0.083261 0.0893185 0.0647282 0.0573224 0.0524004 0.0371006 0.0358802 0.0482883 0.0315205 0.027714 0.0266458 0.020861
threshold=0.099960000000000007 -0.088484999999999994 -0.14392999999999997 1.0000000180025095e-35 -1.0000000180025095e-35 0.036560000000000002 -0.064689999999999984 -0.0081099999999999974 -0.068039999999999975 -0.091024999999999981 0.081400000000000014 -1.0000000180025095e-35 0.092355000000000007 -0.088544999999999985 0.08401500000000002 1.0000000180025095e-35 0.085410000000000014 -0.07730999999999999 -0.042674999999999991 0.10856000000000002 0.090770000000000003 -0.082579999999999987 0.0024700000000000004 0.008405000000000001 0.089785000000000018 0.093840000000000021 0.084285000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 6 -5 9 8 -7 -3 10 -1 -4 13 -11 15 17 -17 -15 26 21 -12 -8 -23 24 -16 -25 -9
right_child=1 3 11 4 -6 7 19 18 -10 12 20 -13 -14 14 23 16 -18 -19 -20 -21 -22 22 -24 25 -26 -27 -28
leaf_value=0.015616784750568196 0.0083662990161501565 -0.0049027853067770306 0.00098868313064233437 0.0047996405424584601 0.014044943902029601 -0.0026403773168619253 0.010115267418928946 0.00052752251877452225 0.003575226488982639 0.00072601083798428767 0.0038489241756791619 -0.0068827707999905511 0.011207572865787956 0.00020388743278255202 0.0042952727742583026 0.012294763944657019 0.0063566528738810534 0.0051776207454044569 0.0083248821044629353 0.00084338546995891498 0.0099968007378307914 0.007665390719428569 0.0022012768909813866 0.013717752973801798 0.0095579714193114815 0.0081914478241553318 0.0050104331543155672
leaf_weight=52 53 56 53 73 62 58 52 70 64 64 52 77 71 82 60 90 373 851 78 68 63 97 89 52 57 52 52
leaf_count=52 53 56 53 73 62 58 52 70 64 64 52 77 71 82 60 90 373 851 78 68 63 97 89 52 57 52 52
internal_value=0 0.00359521 -0.000167028 0.00482567 0.00905894 0.00603825 0.00347993 0.0030832 -0.000366208 0.00643461 0.00985394 -0.00365982 0.00610765 0.00589118 0.0060945 0.0056632 0.00751481 0.00474241 0.00475202 0.00499409 0.00723251 0.00617245 0.0050605 0.00881081 0.00687451 0.0109719 0.002453
internal_weight=0 744 183 561 135 2177 426 258 120 1919 167 130 1752 1681 1617 1396 463 933 200 306 115 238 186 221 117 104 122
internal_count=2921 744 183 561 135 2177 426 258 120 1919 167 130 1752 1681 1617 1396 463 933 200 306 115 238 186 221 117 104 122
is_linear=0
shrinkage=0.16829


Tree=9572
num_leaves=26
num_cat=0
split_feature=1 52 1 12 12 39 3 1 0 4 13 4 12 13 43 4 52 481 4 13 4 52 12 3 4
split_gain=7.80373 1.54623 0.687074 0.604292 0.490067 0.513618 0.344961 0.315539 0.250966 0.239774 0.220036 0.18629 0.185864 0.241003 0.223914 0.185167 0.183219 0.166219 0.150994 0.149928 0.10904 0.0833028 0.0544246 0.0419511 0.0296386
threshold=0.10455000000000002 -0.40011499999999994 0.13130500000000003 0.088365000000000013 0.097060000000000021 0.0047850000000000011 0.093925000000000022 0.088035000000000016 -0.049024999999999992 0.42405000000000009 -0.14022999999999999 0.05864500000000001 0.088845000000000021 0.05889500000000001 -0.12118 0.020110000000000006 -0.037619999999999994 -0.086379999999999985 0.015030000000000002 -0.071964999999999987 0.51367000000000018 0.10400000000000002 0.11064500000000001 -0.008624999999999999 -0.068329999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 16 5 6 10 -7 15 -4 -1 -5 13 17 -14 21 23 -12 -16 -18 -11 22 24 -3 -6
right_child=1 2 9 11 8 7 -8 -9 -10 20 12 -13 14 -15 18 -17 19 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00098325487301052761 0.00075541880789043727 0.00021637506328399844 0.00022686817907773181 0.00069267346977018042 0.00081981112307900482 0.00068852079172614057 0.00057183325524879031 0.00035093975017580416 0.00041840492823109706 -0.00010447872834232203 0.00064693383741156894 0.00041201669784467443 0.00053676884517511031 0.0005745160756224424 0.00076584094181619496 0.00049800548723849015 0.00020735108701662748 0.00082019258701425727 0.00061277896845214912 0.00043000502111523094 9.7854948827698351e-05 0.00059433573329635038 0.00064751749616012157 8.2944781904550937e-05 0.00070925444918408628
leaf_weight=54 76 52 99 53 72 70 99 54 59 53 67 52 65 52 489 67 59 866 85 77 64 69 61 53 54
leaf_count=54 76 52 99 53 72 70 99 54 59 53 67 52 65 52 489 67 59 866 85 77 64 69 61 53 54
internal_value=0 0.000313436 0.000253603 0.00034481 0.000726346 0.000748106 0.000762483 0.000541794 0.000617964 0.000107339 0.00077371 0.000554017 0.000766721 0.000795509 0.000722289 0.000654307 0.000253516 0.000807788 0.000743236 0.000333672 5.89843e-06 0.000695076 0.00073206 0.00014936 0.000772709
internal_weight=0 638 562 346 2283 1901 1777 124 382 216 1678 105 1624 985 639 323 241 933 574 136 117 256 187 105 126
internal_count=2921 638 562 346 2283 1901 1777 124 382 216 1678 105 1624 985 639 323 241 933 574 136 117 256 187 105 126
is_linear=0
shrinkage=0.0032998


Tree=9573
num_leaves=25
num_cat=0
split_feature=2 480 14 2 51 48 51 52 52 49 475 31 12 3 12 50 51 12 394 49 0 12 43 43
split_gain=0.142627 0.139236 0.126614 0.128817 0.0958446 0.125957 0.102332 0.0918789 0.163386 0.103287 0.0872455 0.0806609 0.101608 0.0775667 0.131211 0.0750961 0.0739996 0.0580462 0.0387008 0.0363882 0.0541848 0.0571642 0.0366266 0.0344039
threshold=0.092155000000000015 -1.0000000180025095e-35 0.056865000000000006 -0.10238999999999998 1.0000000180025095e-35 0.090935000000000016 0.11917000000000001 -0.45635499999999996 0.023800000000000005 0.11892000000000001 -0.087994999999999976 -0.017869999999999997 -0.0066799999999999993 -0.080454999999999985 0.091395000000000018 0.089280000000000012 -0.070054999999999992 0.093315000000000023 -0.098744999999999986 0.036605000000000006 -0.078924999999999981 0.095175000000000023 -0.043814999999999993 -0.069824999999999984
decision_type=2 2 2 2 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 15 -7 17 9 13 -5 -12 -13 14 -9 -6 -15 -2 -14 20 -10 -22 -23 -18
right_child=4 2 -4 10 5 6 -8 8 19 -11 11 12 18 16 -16 -17 23 -19 -20 -21 21 22 -24 -25
leaf_value=-0.0014906894852284346 0.010945140547296867 -0.0005786338866032994 0.013336303329791686 -0.00024463778629033267 0.012932083207642725 -0.0027907049736321777 0.0071935124418232802 -0.011038474369602935 0.00020557921757592018 0.0063327440239699566 0.00046553284033267568 0.013220958499179824 0.0018803888576361548 -0.0040745579175018873 0.00057575807459095711 0.0047938708382869793 -0.0014609843697788519 0.0033245194997514422 0.0066105326965459977 0.0080412979286092652 0.010008967965890169 0.0068781853558307115 0.00099884290273128014 0.0034677625748716755
leaf_weight=69 57 82 68 56 85 57 59 52 81 61 61 66 52 76 58 53 55 58 1314 77 55 52 73 144
leaf_count=69 57 82 68 56 85 57 59 52 81 61 61 66 52 76 58 53 55 58 1314 77 55 52 73 144
internal_value=0 0.00589913 0.0062003 0.00590169 0.00348799 0.00637971 0.00227199 0.00266898 0.00201418 -9.6806e-05 0.0062459 0.00649055 0.00674595 -0.00112018 -0.00489827 0.00981956 0.000384524 0.00711732 0.00643178 0.00480501 0.00384336 0.00547038 0.00345902 0.00209652
internal_weight=0 1768 1699 1631 1153 254 116 899 784 446 1549 1493 1432 385 110 138 275 115 1366 338 261 180 125 199
internal_count=2921 1768 1699 1631 1153 254 116 899 784 446 1549 1493 1432 385 110 138 275 115 1366 338 261 180 125 199
is_linear=0
shrinkage=0.16829


Tree=9574
num_leaves=21
num_cat=0
split_feature=2 15 49 51 0 1455 15 15 2 3 16 3 16 13 16 2 3 12 2 48
split_gain=0.104431 0.0730209 0.0660444 0.0980778 0.0941795 0.0544547 0.0528522 0.0782229 0.108894 0.0884697 0.0821675 0.13829 0.0747539 0.0958444 0.0629057 0.0546895 0.0486332 0.0445298 0.0402449 0.0265382
threshold=0.11366500000000002 -0.41956999999999994 1.0000000180025095e-35 -0.070454999999999976 -0.10028499999999999 -0.069189999999999988 -0.12431499999999999 -0.040769999999999994 -0.032374999999999994 -0.091894999999999991 -0.09583499999999999 0.10021000000000001 -0.10750499999999999 -0.0050199999999999993 -0.14669499999999996 0.084815000000000015 -0.031895 0.023990000000000004 0.085005000000000011 0.090835000000000013
decision_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 -3 18 9 -9 -8 15 -12 14 -14 -11 -10 -6 -4 -7 -20
right_child=2 5 17 4 16 6 7 8 10 12 11 -13 13 -15 -16 -17 -18 -19 19 -21
leaf_value=-0.00039077584064339479 -0.0062969043736574772 0.0085710488414298854 0.0072254454144063665 -0.0024028973148230502 0.0067901814245400587 0.011355576402586758 -0.0030967920747511316 0.012565690701850546 0.0039774163332514873 0.0029761708550914766 0.0046287721940085928 -0.0041329165779325104 0.0030204506078501327 0.0089356970499972748 -0.0044762847495442206 0.010795308310983296 0.00080834128197188938 0.0016021911436679304 0.0033019383033232883 0.0084105601119949316
leaf_weight=81 52 101 85 97 91 52 66 52 52 79 1235 53 304 105 54 98 68 77 64 55
leaf_count=81 52 101 85 97 91 52 66 52 52 79 1235 53 304 105 54 98 68 77 64 55
internal_value=0 0.00455746 0.00181209 0.000358951 0.00171794 0.00472734 0.00455545 0.00432151 0.00497937 0.00270637 0.00470379 0.00426684 0.00341635 0.00454343 -3.61301e-05 0.00844375 0.00424321 0.00456375 0.00741514 0.00567816
internal_weight=0 2451 470 308 256 2370 2269 2098 1490 608 1438 1288 542 409 133 150 159 162 171 119
internal_count=2921 2451 470 308 256 2370 2269 2098 1490 608 1438 1288 542 409 133 150 159 162 171 119
is_linear=0
shrinkage=0.16829


Tree=9575
num_leaves=25
num_cat=0
split_feature=2 160 159 1 151 43 3 2 42 48 48 132 133 159 1 0 0 0 475 1 50 1 43 3
split_gain=0.16841 0.0575564 0.0957965 0.0680439 0.129206 0.108387 0.0863357 0.0862381 0.0672082 0.0633617 0.111912 0.0626321 0.068013 0.0531884 0.119418 0.0471086 0.0407132 0.0770765 0.0384791 0.0319352 0.0286549 0.0239528 0.0315818 0.0220641
threshold=0.13554000000000002 -0.077034999999999978 0.10610000000000001 0.10801000000000001 0.085445000000000007 -0.064539999999999986 -0.06717999999999999 -0.0098549999999999974 0.086510000000000017 0.091505000000000017 0.10227500000000002 0.0038750000000000004 -0.27301499999999995 0.084135000000000001 0.080320000000000016 -0.14076499999999997 -0.049024999999999992 -0.072849999999999984 -0.0059899999999999997 0.12061000000000001 0.095610000000000014 0.081540000000000015 -0.088909999999999989 -0.090704999999999994
decision_type=2 2 2 2 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 8 -7 -3 -5 11 -11 12 -9 15 -15 -1 17 -2 20 -8 -17 22 -20 -13
right_child=16 3 -4 5 -6 6 19 9 -10 10 -12 23 -14 14 -16 18 -18 -19 21 -21 -22 -23 -24 -25
leaf_value=0.00010124299425683122 -0.003092557959091663 -0.0027167543854896867 -0.0016024764501012837 -0.002465990810082158 -0.0052158681542115986 0.013858687593220245 0.0028665455205462787 -0.001479417293096729 0.0050562134359070461 0.011284591864240648 0.0015928335088645908 0.0085442888133143626 0.0027455394208477178 0.014566174005962244 0.003107434046174602 0.010229788211949368 -0.0045560218987716009 0.0052702767322819633 -0.00030890800377372969 0.0086046882762721624 0.0049720662309876854 0.0066612868682097148 0.004402369354608025 0.004110851509615863
leaf_weight=58 78 77 61 60 59 52 61 117 76 69 67 63 1313 52 52 65 81 52 52 52 57 84 169 69
leaf_count=58 78 77 61 60 59 52 61 117 76 69 67 63 1313 52 52 65 81 52 52 52 57 84 169 69
internal_value=0 0.00333235 0.00472333 0.00290802 0.00252125 0.00525867 0.0081609 0.00277944 0.00172438 0.00302973 0.00652319 0.00272442 0.0023986 0.00538151 0.00885408 0.00463318 -0.00159338 0.000238756 0.00524455 0.00552301 0.00778804 0.00422126 0.0032857 0.00624042
internal_weight=0 2785 650 2135 1834 301 165 1775 136 1698 136 1562 1430 589 104 485 211 130 427 113 122 305 221 132
internal_count=2996 2785 650 2135 1834 301 165 1775 136 1698 136 1562 1430 589 104 485 211 130 427 113 122 305 221 132
is_linear=0
shrinkage=0.16829


Tree=9576
num_leaves=14
num_cat=0
split_feature=2 149 31 2 42 403 52 52 16 3 393 1429 9
split_gain=0.119975 0.111393 0.102249 0.106449 0.0930529 0.0717495 0.0979247 0.0752611 0.0732781 0.0545834 0.0902816 0.0610087 0.0506312
threshold=0.14253500000000002 0.079475000000000004 -0.080884999999999985 -1.0000000180025095e-35 0.096385000000000012 -0.055314999999999996 -0.0094049999999999984 0.11667000000000001 -0.064909999999999982 -0.17010999999999998 0.084845000000000018 -0.086159999999999987 0.084755000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 12 -2 6 -5 8 -8 -7 11 -11 -4
right_child=4 -3 3 5 -6 9 7 -9 -10 10 -12 -13 -14
leaf_value=0.0099746386527108256 -0.0052261881204447762 0.0095777743250258559 -0.0059224038101317773 -0.0041399994133015745 0.0031773258887839925 0.0070427085732752146 0.0017295670687952369 -0.003914838534561641 0.007520402366406013 0.0085601642784994582 -0.0038584114592345657 0.0029943052380075742 0.00044198091681187698
leaf_weight=52 98 66 56 87 60 99 389 55 74 58 53 1754 95
leaf_count=52 98 66 56 87 60 99 389 55 74 58 53 1754 95
internal_value=0 0.00273488 0.0025713 0.00242911 -0.00202361 0.00268464 0.00107772 0.00195752 0.00265898 0.00317873 0.00297266 0.00317345 -0.00190642
internal_weight=0 2838 2772 2720 158 2569 605 518 463 1964 1865 1812 151
internal_count=2996 2838 2772 2720 158 2569 605 518 463 1964 1865 1812 151
is_linear=0
shrinkage=0.16829


Tree=9577
num_leaves=10
num_cat=0
split_feature=3 151 149 3 0 0 12 12 49
split_gain=0.0813412 0.0614138 0.0812965 0.0581822 0.099886 0.0950861 0.0518866 0.108856 0.0596474
threshold=0.31351000000000001 0.10280000000000002 0.07770500000000001 0.12955000000000003 -0.23395499999999997 -0.22480499999999998 0.083945000000000006 0.082425000000000012 -0.015624999999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 -8
right_child=-2 -3 -4 -5 5 6 8 -9 -10
leaf_value=0.0091468397034655709 -0.0025734607111096109 -0.0023259138687518606 0.0089034681124001199 0.0068086037589979555 -0.00516042751950695 0.0017096621652588325 -0.0010689846238618804 -0.0044012762422825967 0.0027802562523858063
leaf_weight=56 103 81 53 77 52 551 121 97 1805
leaf_count=56 103 81 53 77 52 551 121 97 1805
internal_value=0 0.0022315 0.00236342 0.00223714 0.00210522 0.00195437 0.0020988 0.000792135 0.0025375
internal_weight=0 2893 2812 2759 2682 2626 2574 648 1926
internal_count=2996 2893 2812 2759 2682 2626 2574 648 1926
is_linear=0
shrinkage=0.16829


Tree=9578
num_leaves=10
num_cat=0
split_feature=3 1371 151 1429 3 149 3 3 42
split_gain=0.0563038 0.0452438 0.0733923 0.0433538 0.0455531 0.0512592 0.0470175 0.0633115 0.0612736
threshold=0.31351000000000001 0.081810000000000008 0.10365500000000001 -0.09168999999999998 0.12955000000000003 1.0000000180025095e-35 -0.14884499999999998 -0.11749 0.086510000000000017
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 8 -8 -5
right_child=-2 -3 -4 4 -6 -7 7 -9 -10
leaf_value=0.0064302811216414638 -0.0021403736351586549 0.006787355065652945 -0.0034567225837822489 0.0019845532285263381 0.0059053900657445382 0.0067822851092162895 -0.0034373796628553079 0.0015245029932824245 0.0082132404605910966
leaf_weight=59 103 52 74 138 75 55 75 2298 67
leaf_count=59 103 52 74 138 75 55 75 2298 67
internal_value=0 0.00185597 0.00176507 0.00190537 0.00180612 0.00168867 0.00157931 0.00136692 0.00402903
internal_weight=0 2893 2841 2767 2708 2633 2578 2373 205
internal_count=2996 2893 2841 2767 2708 2633 2578 2373 205
is_linear=0
shrinkage=0.16829


Tree=9579
num_leaves=25
num_cat=0
split_feature=4 2 124 2 15 2 4 160 43 15 4 159 51 15 4 4 15 47 52 1212 15 43 43 4
split_gain=2.40439 0.714223 0.364677 0.221857 0.158465 0.230924 0.154011 0.204845 0.129474 0.130541 0.38798 0.129056 0.122407 0.109121 0.0915098 0.0815533 0.0766059 0.0865626 0.0676906 0.0635361 0.0406364 0.0345519 0.0285346 0.00904193
threshold=0.40052000000000004 0.14253500000000002 -0.048219999999999992 0.10100500000000003 -0.41725999999999991 0.11693000000000002 -0.083614999999999981 -0.085819999999999994 -0.00017499999999999997 0.08517000000000001 -0.0088849999999999988 0.10575500000000002 0.093070000000000014 0.10127500000000002 -0.44205499999999992 0.078235000000000013 0.11357500000000002 0.091680000000000011 -0.087094999999999992 0.040035000000000008 0.062230000000000008 -0.081694999999999976 0.13751500000000003 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 2 18 6 11 -6 7 -4 16 10 -10 23 13 14 -5 -16 17 -8 -1 20 -9 -20 -11 -2
right_child=4 -3 3 12 5 -7 8 19 9 22 -12 -13 -14 -15 15 -17 -18 -19 21 -21 -22 -23 -24 -25
leaf_value=0.00042134121196269359 0.00025576541198926565 0.00016394042188274882 0.00074743731354982434 0.00051574046348845822 0.00021955138864728025 -6.3099280943571995e-05 0.00052544832696466614 0.00048388381865661554 0.00013162866561623263 0.00051607801166624089 0.00045051952150769415 0.0001066721327860203 0.0002841724518417653 0.00055111783219192209 0.00033714896348505715 0.00047171241965645558 0.00040618167592488451 0.00043853675912534771 0.00021800721319601709 0.00045036654742333475 0.00057275675601150904 0.00033484784719403171 0.00043269062902010868 0.0003224135416441099
leaf_weight=54 54 85 52 71 57 70 789 83 53 171 198 71 67 77 164 73 86 155 57 98 229 59 70 53
leaf_count=54 54 85 52 71 57 70 789 83 53 171 198 71 67 77 164 73 86 155 57 98 229 59 70 53
internal_value=0 0.00046224 0.000471956 0.000482297 0.000152921 6.34823e-05 0.000497419 0.000550719 0.000481217 0.000436631 0.000383324 0.000216536 0.000415844 0.000438667 0.00041044 0.000378745 0.00050248 0.000511215 0.000323561 0.000525683 0.000549227 0.000277738 0.000492004 0.000289107
internal_weight=0 2691 2606 2436 305 127 1984 462 1522 492 251 178 452 385 308 237 1030 944 170 410 312 116 241 107
internal_count=2996 2691 2606 2436 305 127 1984 462 1522 492 251 178 452 385 308 237 1030 944 170 410 312 116 241 107
is_linear=0
shrinkage=0.0032998


Tree=9580
num_leaves=25
num_cat=0
split_feature=133 34 123 15 402 3 3 15 16 13 3 2 1 2 16 1 2 13 1210 42 13 1 15 2
split_gain=0.108215 0.0903056 0.0807076 0.0666021 0.0760059 0.0593377 0.142529 0.0631301 0.181373 0.055209 0.0530097 0.0485702 0.0886365 0.0855655 0.0575621 0.0808514 0.0488068 0.0466208 0.0744183 0.102637 0.0561983 0.0390023 0.0410862 0.0280058
threshold=-0.14785999999999996 -0.066379999999999981 0.084000000000000005 0.062230000000000008 0.13174500000000003 -0.15288999999999997 -0.23394499999999999 -1.0000000180025095e-35 0.10923000000000001 -0.026489999999999996 -0.07929499999999999 1.0000000180025095e-35 0.083250000000000005 0.14938500000000002 0.4028000000000001 0.110115 0.11543500000000002 -0.070004999999999998 -1.0000000180025095e-35 0.085790000000000019 -0.085349999999999995 0.091535000000000019 0.11180000000000002 0.088300000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 5 17 6 -3 11 -9 10 -1 14 16 -14 15 -7 -13 18 -5 -20 -21 22 23 -19
right_child=1 3 -4 4 -6 7 -8 8 -10 -11 -12 12 13 -15 -16 -17 -18 21 19 20 -22 -23 -24 -25
leaf_value=0.0099968993559385304 -0.0069451452473021386 0.0022527069827715709 0.0018840555088886558 0.007990950538142921 -0.0030539969254855547 0.0034870430017264072 -0.0087848716367856707 -0.0061959144014676944 0.0043826485818132263 0.001932210054645226 0.0042039283812676121 0.002369286910168899 -0.0015714806436282038 0.0052239944323939297 -0.00023029583538502915 0.011210048660572231 0.0076688910640605934 0.00367432645792548 -0.0054896605397091545 0.006031146778834132 0.00077241216391921359 0.007950808892883016 -0.0001013970390746955 0.0068909232255118524
leaf_weight=90 61 88 56 52 52 137 53 97 87 89 92 605 313 63 61 54 54 284 55 86 177 82 61 108
leaf_count=90 61 88 56 52 52 137 53 97 87 89 92 605 313 63 61 54 54 284 55 86 177 82 61 108
internal_value=0 0.00186197 -0.00270385 0.00207061 0.00318421 0.00140838 -0.00188343 0.00172514 -0.00118433 0.00539499 0.00707846 0.00214249 0.00162954 -0.000428099 0.00424214 0.00567992 0.00280628 0.00354463 0.00208322 0.00111152 0.00249883 0.00455197 0.00393277 0.00456511
internal_weight=0 2686 117 2569 957 1612 141 1471 184 271 182 1287 1035 376 252 191 659 905 370 318 263 535 453 392
internal_count=2957 2686 117 2569 957 1612 141 1471 184 271 182 1287 1035 376 252 191 659 905 370 318 263 535 453 392
is_linear=0
shrinkage=0.16829


Tree=9581
num_leaves=24
num_cat=0
split_feature=43 3 34 1 15 3 475 12 15 12 1210 15 1 1 3 12 457 1455 48 12 133 42 43
split_gain=0.0826237 0.214755 0.0968204 0.0896473 0.0549518 0.0777703 0.110661 0.0615838 0.0884839 0.0741951 0.0763179 0.0542627 0.0823041 0.0432041 0.0661283 0.0637225 0.040863 0.0389705 0.0416444 0.0358284 0.014993 0.0232872 0.0116923
threshold=0.037915000000000011 -0.11749 -0.066379999999999981 0.10950000000000001 0.078925000000000009 -0.15041499999999997 -1.0000000180025095e-35 0.083785000000000012 0.12961500000000001 0.084645000000000012 -0.091209999999999986 -1.0000000180025095e-35 0.088860000000000008 0.090485000000000024 -0.062324999999999998 0.087255000000000013 0.096135000000000012 0.090900000000000022 0.12036500000000001 0.085525000000000004 -0.42663499999999993 0.10045500000000002 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 6 -4 22 9 -9 -11 16 -13 15 -15 -3 17 18 -7 -12 -17 -22 -6
right_child=1 13 4 -5 7 11 -8 8 -10 10 19 12 -14 14 -16 20 -18 -19 -20 -21 21 -23 -24
leaf_value=0.0015696301905899427 0.013800888533516116 0.0088392318549899811 0.0031528486474541625 -0.0079821523149544004 0.0083541073286469217 0.0015792341013020805 -0.0066193209836715944 -0.002938295921342446 -0.0043506601086312864 -0.00286437664754823 0.007898607873025763 -0.0044565656158872431 0.0032272455493854695 -0.0043299005369123265 0.0036780989690304738 0.0040779630606179269 0.0055880256854222068 0.0055224042159486434 -0.0030077975450986246 0.0033586440182205627 -0.00089714673842870418 0.0037937063520180991 0.0047589822974126424
leaf_weight=53 55 55 54 58 52 1038 83 60 54 53 55 100 65 56 61 86 77 67 59 537 68 53 58
leaf_count=53 55 55 54 58 52 1038 83 60 54 53 55 100 65 56 61 86 77 67 59 537 68 53 58
internal_value=0 0.00396649 0.00144917 -0.00340521 0.00167331 0.00106858 -0.0027544 0.002745 0.00220208 0.00270654 0.00323442 0.00144237 -0.00141872 0.00253459 -0.000139434 0.00373557 0.00182422 0.0015737 0.00133089 0.00378347 0.00237085 0.00114268 0.00647483
internal_weight=0 434 2523 111 2412 1543 137 869 759 705 645 1406 165 379 117 262 1241 1164 1097 592 207 121 110
internal_count=2957 434 2523 111 2412 1543 137 869 759 705 645 1406 165 379 117 262 1241 1164 1097 592 207 121 110
is_linear=0
shrinkage=0.16829


Tree=9582
num_leaves=28
num_cat=0
split_feature=3 3 9 42 0 3 15 15 39 43 43 3 0 15 160 0 48 42 49 157 43 52 43 15 49 48 52
split_gain=3.35559 1.23212 1.05907 0.609727 0.454756 0.38792 0.348045 0.347295 0.268657 0.235938 0.215367 0.182793 0.161887 0.156455 0.140366 0.105247 0.077362 0.0730556 0.0745675 0.0772219 0.0699157 0.0670269 0.0596386 0.0515566 0.0514205 0.0381374 0.0071038
threshold=-0.064349999999999991 0.3148450000000001 -1.0000000180025095e-35 0.086700000000000013 -0.07409499999999998 0.11878500000000002 0.0047550000000000005 -0.094389999999999988 0.095830000000000012 -0.11760499999999999 -0.077134999999999995 -0.14719499999999996 -0.10071499999999999 -0.10763999999999999 -0.086854999999999988 -0.06976499999999998 0.096685000000000007 0.109255 -0.011669999999999998 -0.087299999999999989 -0.073079999999999992 -0.015539999999999998 -0.026789999999999998 -0.069034999999999985 -0.076494999999999994 0.085760000000000017 -0.42946499999999993
decision_type=2 2 2 2 2 2 2 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 11 6 10 -6 20 -9 -4 -1 13 -13 -12 -11 17 18 24 -20 -5 23 -23 -17 -14 -7 -25
right_child=1 -3 3 8 7 25 -8 9 -10 15 14 12 16 -15 -16 21 -18 -19 19 -21 -22 22 -24 26 -26 -27 -28
leaf_value=0.00089568883142158659 0.00016304788726210332 0.0001388999343053688 0.0004916904855286374 0.00040139329031003989 0.00038670396538809738 0.00040095526428040055 0.00089911445297904144 0.00046992571663479035 0.00021326906310007462 0.00060404905419320369 0.00082877144649356332 0.00076677330719587778 0.0007760685468389284 0.00052818846780093446 0.00063767889382421443 0.00077182779525628378 0.00064257438208578373 0.00063522178420913442 0.00064046712114224004 0.00076409190375387789 0.00057394505485171699 0.00071306404574478038 0.00086090935576407606 0.00067291606962051602 0.000924866099981494 0.00052092589574336901 0.00060639750290297366
leaf_weight=94 79 101 95 52 54 67 61 58 60 102 54 53 57 73 215 53 68 52 62 1039 55 64 65 58 55 58 53
leaf_count=94 79 101 95 52 54 67 61 58 60 102 54 53 57 73 215 53 68 52 62 1039 55 64 65 58 55 58 53
internal_value=0 0.000482705 0.000526284 0.000566257 0.000724663 0.000619391 0.000667099 0.000638398 0.000391054 0.000668323 0.00062812 0.000752804 0.000743574 0.000628825 0.00067617 0.000697366 0.000754394 0.000760377 0.000765713 0.000757162 0.000490417 0.000729731 0.000787833 0.000683814 0.000849453 0.000456903 0.000641472
internal_weight=0 897 796 717 2060 550 425 507 167 453 364 1553 1459 126 269 395 1333 1265 1213 1101 107 293 129 164 112 125 111
internal_count=2957 897 796 717 2060 550 425 507 167 453 364 1553 1459 126 269 395 1333 1265 1213 1101 107 293 129 164 112 125 111
is_linear=0
shrinkage=0.0032998


Tree=9583
num_leaves=14
num_cat=0
split_feature=41 41 40 160 30 3 2 457 1 3 16 1 2
split_gain=0.0678929 0.0789416 0.077397 0.0708195 0.0744135 0.0561064 0.08762 0.0728903 0.0640661 0.0545826 0.040566 0.0606973 0.0290742
threshold=0.086260000000000017 0.077915000000000012 0.0052450000000000005 0.084480000000000013 0.085185000000000025 0.11878500000000002 0.12141500000000001 0.092240000000000003 0.12040000000000002 -0.095009999999999983 -0.0096749999999999978 0.091280000000000014 0.089945000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 -1 -5 11 -11 -12
right_child=-2 -3 -4 9 -6 6 -8 -9 -10 10 12 -13 -14
leaf_value=0.0022606383358915118 0.0065084582035868565 -0.0044838214008056255 -0.0034736910523187389 0.0091473927150340414 -0.0042966769942400333 -0.0050924384878109743 0.0024695090629321659 0.0084278053134971831 -0.0018336029996355628 0.0025704348465953675 0.0033036086442115651 0.0091815363334724377 -0.0016961099991450862
leaf_weight=1984 93 54 71 57 55 79 96 52 114 100 81 66 55
leaf_count=1984 93 54 71 57 55 79 96 52 114 100 81 66 55
internal_value=0 0.00187945 0.00200237 0.00214498 0.00181134 0.0019566 -0.000933904 0.00219271 0.00203731 0.00435188 0.00344082 0.00520977 0.00126845
internal_weight=0 2864 2810 2739 2380 2325 175 2150 2098 359 302 166 136
internal_count=2957 2864 2810 2739 2380 2325 175 2150 2098 359 302 166 136
is_linear=0
shrinkage=0.16829


Tree=9584
num_leaves=13
num_cat=0
split_feature=133 10 123 0 150 376 9 2 13 2 15 15
split_gain=0.0555568 0.0716091 0.0582938 0.0541673 0.0536977 0.0402816 0.074046 0.0534272 0.0599217 0.0585318 0.0393786 0.0999243
threshold=-0.14785999999999996 -0.15666999999999998 0.11012000000000001 -0.081644999999999981 0.12068000000000002 0.084435000000000024 -1.0000000180025095e-35 0.11666500000000002 -0.098524999999999988 0.13018000000000005 0.086305000000000007 -0.095814999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 10 5 6 -3 8 -8 -9 11 -1
right_child=1 2 -4 -5 -6 -7 7 9 -10 -11 -12 -13
leaf_value=0.0031168165016210864 -0.0044409247539864407 -0.0044951338977431898 -0.003987812675356959 0.00050232519407629765 0.0062659671588034286 0.005217097030375966 0.0052319411168494818 -0.0035750960695884156 0.0016216000608361388 0.0015535550117298101 0.0022512529690912144 0.012994828073162441
leaf_weight=67 57 58 52 87 71 83 140 113 1970 142 65 52
leaf_count=67 57 58 52 87 71 83 140 113 1970 142 65 52
internal_value=0 0.0014521 0.00158055 0.00398517 0.00169361 0.00156334 0.00143744 0.0015837 0.001862 -0.000712096 0.00562219 0.00744836
internal_weight=0 2686 2629 271 2577 2506 2423 2365 2110 255 184 119
internal_count=2957 2686 2629 271 2577 2506 2423 2365 2110 255 184 119
is_linear=0
shrinkage=0.16829


Tree=9585
num_leaves=29
num_cat=0
split_feature=3 133 1456 3 402 482 150 1213 3 15 481 15 15 159 12 15 3 2 16 2 15 133 1213 401 12 132 16 130
split_gain=0.106079 0.0743366 0.0736131 0.0712314 0.0703045 0.0566855 0.07774 0.0537969 0.0523463 0.0686982 0.0601052 0.0467976 0.0770403 0.089838 0.0542961 0.0451137 0.105329 0.0516551 0.0496543 0.0465504 0.0410752 0.0375216 0.0341973 0.0367182 0.0244034 0.0167632 0.0349528 0.019363
threshold=-0.072649999999999978 -0.0082649999999999998 -0.011624999999999998 -0.10067 0.093725000000000017 0.091725000000000015 0.10808000000000002 -0.082144999999999982 -0.075579999999999994 -0.19153499999999998 -0.051484999999999996 -0.036279999999999993 0.0047550000000000005 0.077080000000000023 0.086885000000000004 -0.2987999999999999 0.097775000000000015 0.10393500000000001 -0.016079999999999994 0.13554000000000002 0.11806500000000002 0.083000000000000018 -0.086579999999999976 0.092045000000000016 0.085465000000000013 -0.083284999999999984 -0.082039999999999988 -0.0060099999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 21 -1 7 6 11 -4 9 -9 -11 15 13 -13 -14 19 17 18 -17 -2 -16 -3 23 -5 -24 -26 27 -27
right_child=5 2 4 22 -6 -7 -8 8 -10 10 -12 12 14 -15 20 16 -18 -19 -20 -21 -22 -23 24 -25 25 26 -28 -29
leaf_value=-0.0042609924412296682 0.00076185934864554162 -0.0030347670125608203 0.0082214339153171799 -0.0028759054211732493 0.008843752145198034 0.004739619966077766 -0.0054527609054543418 0.0082980080866252425 0.0076409635464917622 0.0063478742757914763 0.0016548872900042475 -0.0075012363856460469 0.0044230000957197228 0.00098753254001060498 -0.0046569755878776223 0.00013546048375648299 0.0068706181778486969 -0.0028273057262987846 0.0056210999470605611 -0.0054625877087082437 0.0014684813598571105 0.001843885862725359 0.0054265175553499098 0.0025278258434537049 0.00344882023480349 -6.9699119628374911e-06 -0.0020419487951697786 0.0042082993508110967
leaf_weight=78 94 84 52 97 60 66 78 53 57 85 895 94 72 56 58 147 95 94 69 53 66 95 54 56 89 52 81 73
leaf_count=78 94 84 52 97 60 66 78 53 57 85 895 94 72 56 58 147 95 94 69 53 66 95 54 56 89 52 81 73
internal_value=0 0.00206785 0.0027396 0.000465283 0.00321393 -3.1717e-05 -0.00035621 0.00291657 0.00266185 0.00238536 0.00206377 8.44746e-05 -0.00144783 -0.00432012 0.00074118 0.0010482 0.00196668 0.000458071 0.00189614 -0.00147011 -0.00138216 -0.000435501 0.00120322 -0.000886327 0.00212442 0.00151388 0.000669186 0.00244037
internal_weight=0 1961 1381 580 1202 1042 976 1142 1090 1033 980 898 346 150 196 552 405 310 216 147 124 179 502 153 349 295 206 125
internal_count=3003 1961 1381 580 1202 1042 976 1142 1090 1033 980 898 346 150 196 552 405 310 216 147 124 179 502 153 349 295 206 125
is_linear=0
shrinkage=0.16829


Tree=9586
num_leaves=28
num_cat=0
split_feature=1 155 2 3 12 14 3 2 2 160 3 0 1 484 2 1 14 1209 13 12 0 133 133 160 151 16 0
split_gain=5.81285 0.998051 0.724546 0.609819 0.50966 0.291737 0.23761 0.231966 0.201219 0.19784 0.240642 0.295779 0.1759 0.116833 0.128793 0.116963 0.103282 0.0962874 0.0957752 0.110361 0.10687 0.101006 0.0889156 0.139776 0.0823725 0.0485142 0.0452339
threshold=0.10529500000000001 0.09198000000000002 0.11203000000000002 -0.072649999999999978 0.088365000000000013 0.073890000000000011 -0.15327499999999997 0.17553000000000005 -1.0000000180025095e-35 -0.42178999999999994 0.093925000000000022 -0.10228499999999999 0.11883500000000001 0.0017200000000000004 0.088005000000000014 0.093625000000000014 -1.0000000180025095e-35 0.09111000000000001 0.055610000000000007 0.083785000000000012 -0.098064999999999986 0.0089800000000000019 -0.0078599999999999972 0.0088350000000000008 -0.0056149999999999993 -0.4193599999999999 -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 2 2 2 2
left_child=3 2 4 5 8 6 -1 16 26 -5 13 -12 -6 14 15 -11 -4 18 19 -8 -21 -20 -16 -24 -18 -26 -2
right_child=1 -3 7 9 12 -7 17 -9 -10 10 11 -13 -14 -15 22 -17 24 -19 21 20 -22 -23 23 -25 25 -27 -28
leaf_value=0.00056427276270557881 0.00016050028549293184 0.00077158467424973045 0.00034825767207725082 0.00079754936453856767 0.00073934071902257423 0.00093422399622783176 0.00086031183714929834 3.7441916565369056e-05 0.00045984093846803033 0.00081351196077897553 0.00030271394783594019 0.0006394220808436181 0.00047483986585737572 0.0007712184946162393 0.00064158240679031272 0.00059004423952174051 0.0003045370487831596 0.00061669359376579681 0.00057606858394327937 0.00061732927929619187 0.00074777725575640296 0.00074874857652104253 0.00042635217482127861 0.00064118734453997314 0.00022495199431884718 8.5445040146904389e-05 0.00030038841768301758
leaf_weight=98 52 57 85 55 57 76 93 69 71 52 64 52 55 54 91 54 61 77 80 76 1193 74 90 54 53 58 52
leaf_count=98 52 57 85 55 57 76 93 69 71 52 64 52 55 54 91 54 61 77 80 76 1193 74 90 54 53 58 52
internal_value=0 0.000353502 0.000314569 0.000702334 0.00043559 0.000732625 0.000723544 0.000207918 0.000323916 0.000607706 0.000587203 0.000453956 0.000609766 0.000626245 0.000603184 0.000700002 0.000253551 0.00073332 0.00073922 0.000748234 0.000739993 0.000659273 0.000559363 0.00050716 0.000206544 0.000152374 0.000230783
internal_weight=0 670 613 2333 287 1767 1691 326 175 566 511 116 112 395 341 106 257 1593 1516 1362 1269 154 235 144 172 111 104
internal_count=3003 670 613 2333 287 1767 1691 326 175 566 511 116 112 395 341 106 257 1593 1516 1362 1269 154 235 144 172 111 104
is_linear=0
shrinkage=0.0032998


Tree=9587
num_leaves=20
num_cat=0
split_feature=2 10 2 4 15 42 133 42 0 0 16 16 4 14 0 13 1 13 42
split_gain=0.0909669 0.0728677 0.0922632 0.106993 0.0671143 0.0724251 0.0638984 0.0865017 0.0640027 0.103 0.0549175 0.0923982 0.058403 0.110482 0.0477656 0.0464122 0.0439171 0.0332824 0.0230367
threshold=0.10859000000000001 -0.07884999999999999 -1.0000000180025095e-35 0.50027500000000014 0.13592500000000005 -0.084004999999999982 -0.15323999999999996 -0.0022699999999999999 0.10923000000000001 0.040570000000000002 -0.48652999999999996 -0.15105999999999997 0.028075000000000006 -0.40567999999999999 -0.042499999999999989 -0.09547499999999999 0.100925 -0.076534999999999992 -0.064739999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -2 7 18 9 14 -7 -12 16 -14 15 -8 -13 -18 -4
right_child=4 2 6 -5 -6 10 8 -9 -10 -11 11 12 13 -15 -16 -17 17 -19 -20
leaf_value=0.0081958248840981584 -0.0052156785499211811 -0.0052568612472078868 -0.00023264301508116675 0.0032975027590665972 -0.0056348360873905478 -0.00240372759367185 0.0057413474289043313 -0.0052716477639323071 0.0075912545478920949 -0.0046484929553736124 0.0075444711850518814 -0.00040653336137398292 0.0036262383990216065 -0.0065781419937071851 0.0075872942391003832 0.0021783926338554199 0.0017842559340367262 0.0077748821795012015 0.004587030687962422
leaf_weight=54 59 103 55 69 59 103 111 73 68 58 69 78 53 69 52 1707 53 54 56
leaf_count=54 59 103 55 69 59 103 111 73 68 58 69 78 53 69 52 1707 53 54 56
internal_value=0 0.00207333 0.001932 -0.00181472 -0.000244887 0.000342865 0.00222843 -0.000764956 0.00250528 0.00232496 0.00103128 0.00197703 0.000719865 -0.00213037 0.00254221 0.00239692 0.00260919 0.00482435 0.00218272
internal_weight=0 2406 2352 172 597 538 2180 184 1996 1928 479 376 307 122 1870 1818 185 107 111
internal_count=3003 2406 2352 172 597 538 2180 184 1996 1928 479 376 307 122 1870 1818 185 107 111
is_linear=0
shrinkage=0.16829


Tree=9588
num_leaves=18
num_cat=0
split_feature=4 2 150 39 481 130 13 13 2 484 403 4 16 403 159 4 16
split_gain=0.0660921 0.0604099 0.0563115 0.0815086 0.0421756 0.0467845 0.0550036 0.128366 0.04954 0.04568 0.045539 0.0429 0.0608482 0.0410403 0.0381087 0.0298277 0.0738771
threshold=0.31392000000000003 -0.012574999999999998 0.12118000000000001 0.10096000000000001 -0.085814999999999989 -0.019164999999999998 0.032645000000000007 0.066620000000000026 0.10457000000000001 -0.086334999999999981 -0.077474999999999974 -0.37626499999999991 0.18078000000000002 -0.090624999999999983 0.10557000000000001 0.41939500000000002 -0.45743999999999996
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 9 10 11 -8 -9 -1 -6 12 -7 -13 15 -3 -17
right_child=1 14 -4 -5 5 6 7 8 -10 -11 -12 13 -14 -15 -16 16 -18
leaf_value=0.0015860838256009778 0.0028194323565769743 -0.0040550969316721216 -0.0034656354700215945 -0.0040020045670276878 0.0010650893803689724 0.0092489519987777411 -0.006327374822914505 0.0034327772724943124 -0.0014934189330195568 0.008624538928896662 0.0069753116277424983 0.0035350800954482512 0.0017824078454022529 0.0013344348129133369 -0.0057519573989840275 0.0051691042289715083 -0.0031921721280798354
leaf_weight=52 91 60 60 68 63 53 80 144 96 54 92 286 76 1542 65 54 67
leaf_count=52 91 60 60 68 63 53 80 144 96 54 92 286 76 1542 65 54 67
internal_value=0 -0.000876435 0.00162164 0.00173946 0.001894 0.00174966 0.00155588 -0.00048512 0.00145481 0.00518866 0.00458468 0.00189054 0.00486399 0.00167972 -0.00225091 -0.0009837 0.000524459
internal_weight=0 337 2666 2606 2538 2432 2277 320 240 106 155 1957 129 1828 246 181 121
internal_count=3003 337 2666 2606 2538 2432 2277 320 240 106 155 1957 129 1828 246 181 121
is_linear=0
shrinkage=0.16829


Tree=9589
num_leaves=17
num_cat=0
split_feature=402 44 3 51 40 474 3 1186 401 0 1209 403 133 0 15 1212
split_gain=0.0718966 0.0620236 0.0666718 0.0876484 0.053239 0.0609887 0.0579344 0.0420674 0.0454267 0.116521 0.0608809 0.0487914 0.0796184 0.0538225 0.036959 0.0114106
threshold=0.13027000000000002 0.081710000000000019 -0.049204999999999992 0.12162000000000002 0.088710000000000011 0.089265000000000011 0.31819000000000003 0.084100000000000022 0.078330000000000025 -0.080134999999999998 0.089245000000000005 -0.090624999999999983 0.118995 -0.067134999999999986 -0.095814999999999997 -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 7 4 5 6 14 8 10 15 11 12 -1 -13 -4 -10
right_child=-2 -3 3 -5 -6 -7 -8 -9 9 -11 -12 13 -14 -15 -16 -17
leaf_value=0.008541111993796013 0.0060342715771324667 0.0067419658929693989 0.0015092399452960124 -0.0064307366171505514 0.0051011022039540695 0.0051149853620944662 -0.0059941621230275291 -0.0029459988332620449 0 -0.0075107969961310589 -0.0025563750244281323 0.0011097746218910656 0.0020630342608909382 0.0036428482242646934 -0.0013707928467014444 0.0030173021572811225
leaf_weight=80 82 52 200 64 55 53 56 62 65 55 88 1210 167 297 341 76
leaf_count=80 82 52 200 64 55 53 56 62 65 55 88 1210 167 297 341 76
internal_value=0 0.000976679 0.000871559 -0.000467336 7.14744e-05 -0.000351346 -0.000839641 0.0013627 0.00149467 -0.000935085 0.00175418 0.00197147 0.00416847 0.00161019 -0.000302765 0.00161717
internal_weight=0 2921 2869 769 705 650 597 2100 2038 196 1842 1754 247 1507 541 141
internal_count=3003 2921 2869 769 705 650 597 2100 2038 196 1842 1754 247 1507 541 141
is_linear=0
shrinkage=0.16829


Tree=9590
num_leaves=13
num_cat=0
split_feature=4 448 3 3 47 1455 131 1 1 50 130 1
split_gain=0.106358 0.0696464 0.0838478 0.0525362 0.0626981 0.0473551 0.0453442 0.0443863 0.070233 0.0421691 0.045888 0.0375767
threshold=0.40052000000000004 -0.075979999999999978 0.28833000000000003 0.12168500000000002 0.11224000000000002 -0.10311999999999999 0.087580000000000005 0.12700000000000003 0.11206000000000001 -0.241615 0.086200000000000013 0.13941500000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 8 -2 -7 -11 -9
right_child=6 2 -4 -5 -6 9 -8 11 -10 10 -12 -13
leaf_value=0.0063062492617630824 -0.0050488601661363474 0.0059896554502068032 -0.004987495697391495 0.0062888067143201882 -0.0031746748840698023 0.0054329486296718719 0.0022522122338898909 -0.0090172685314995667 0.0023549706402555834 0.0011480684881883777 -0.0011951783117606035 -0.002824561983771083
leaf_weight=69 70 55 67 53 101 59 52 52 75 1985 268 62
leaf_count=69 70 55 67 53 101 59 52 52 75 1985 268 62
internal_value=0 0.00102522 0.000883727 0.00104048 0.000927043 0.00110282 -0.00226271 -0.00317612 -0.0012069 0.000985792 0.000868536 -0.00566507
internal_weight=0 2657 2588 2521 2468 2367 311 259 145 2312 2253 114
internal_count=2968 2657 2588 2521 2468 2367 311 259 145 2312 2253 114
is_linear=0
shrinkage=0.16829


Tree=9591
num_leaves=25
num_cat=0
split_feature=4 2 3 13 14 4 0 4 0 3 0 48 13 133 3 13 2 13 52 0 130 13 4 13
split_gain=15.4582 5.60454 2.19057 1.2856 0.726566 0.502332 0.4902 0.459584 0.427801 0.406153 0.389965 0.311727 0.29158 0.205122 0.166229 0.159728 0.122832 0.113507 0.0811392 0.140914 0.0619586 0.0334927 0.0333476 0.0016375
threshold=0.31392000000000003 0.13388500000000003 -0.046079999999999989 -0.00027999999999999998 0.073890000000000011 -0.029404999999999997 -0.076734999999999984 -0.0048949999999999992 -0.096849999999999978 -0.10337499999999998 -0.10298499999999998 0.082705000000000015 -0.076534999999999992 -0.0094199999999999978 -0.080409999999999995 -0.075904999999999986 0.094215000000000007 -0.014114999999999997 -0.54933499999999991 -0.046614999999999997 0.088805000000000009 -0.06286499999999999 0.008570000000000003 -0.09391999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 6 -5 8 17 16 -2 -11 -7 -3 -9 20 -12 23 -4 -8 22 -10 -16 -20 -1
right_child=9 12 3 5 -6 11 18 13 14 10 15 -13 -14 -15 21 -17 -18 -19 19 -21 -22 -23 -24 -25
leaf_value=0.004700885471857162 0.004056581315902699 0.0037607728399528645 0.0042638716812686073 0.0048163544823169799 0.0050450581314654764 0.0043517950144816697 0.0047403461882805885 0.0046045971266263485 0.0047885518756662073 0.0039444345423029206 0.0037722295946612532 0.0046633206771232354 0.0040924677703179559 0.0043049273854245838 0.0047054221147264323 0.0035243785539918085 0.0044311401763131048 0.0040431673698322996 0.0046507500429068017 0.0044743414801355214 0.0046770279391900671 0.0045876979153556888 0.0045526519174468949 0.0045916216171224215
leaf_weight=52 88 53 59 100 71 77 65 53 843 101 74 76 77 61 231 58 56 67 291 101 90 64 95 65
leaf_count=52 88 53 59 100 71 77 65 53 843 101 74 76 77 61 231 58 56 67 291 101 90 64 95 65
internal_value=0 0.00462742 0.00466201 0.00446339 0.00471037 0.00462927 0.00469818 0.00428838 0.00473198 0.00385991 0.00378548 0.00450677 0.00395751 0.00444456 0.00475436 0.00366359 0.00457292 0.00414679 0.00461233 0.00459517 0.00477783 0.00468 0.0046267 0.00464048
internal_weight=0 2647 2517 493 2024 253 1953 240 1401 321 233 153 130 114 1228 132 173 126 552 487 933 295 386 117
internal_count=2968 2647 2517 493 2024 253 1953 240 1401 321 233 153 130 114 1228 132 173 126 552 487 933 295 386 117
is_linear=0
shrinkage=0.0032998


Tree=9592
num_leaves=21
num_cat=0
split_feature=4 13 15 1373 4 483 12 3 13 4 3 15 3 43 133 1447 42 3 16 16
split_gain=0.108653 0.149778 0.0940918 0.0577069 0.0535685 0.0465244 0.075337 0.0556647 0.0603028 0.0536847 0.0894182 0.145287 0.080134 0.054953 0.0441485 0.0420889 0.0400375 0.0394317 0.0361217 0.0164881
threshold=0.40052000000000004 -0.16140499999999997 -0.43091499999999999 1.0000000180025095e-35 0.51367000000000018 0.088115000000000013 0.08486500000000001 0.28833000000000003 -0.077504999999999977 -0.084384999999999988 0.076825000000000018 0.039965000000000007 0.084670000000000009 -0.23287499999999997 0.09086000000000001 -0.079834999999999975 0.080725000000000005 -0.0005399999999999999 -0.0062949999999999994 -0.019749999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 5 -3 7 -7 8 14 10 11 -10 13 -11 15 -1 -17 -4 -8 -16
right_child=1 2 17 -5 -6 6 18 -9 9 12 -12 -13 -14 -15 19 16 -18 -19 -20 -21
leaf_value=0.0019382953561932266 0.0079612687468697072 0.0066635326912708945 -0.0011136900417492851 0.0092151244886323428 -0.00048973552592640891 0.012147760343225594 0.0075898580458200384 -0.00065986418501148261 -0.00022320393628207774 0.0075960564957526398 0.010335778674425323 0.006587130357575746 -0.00177617552452206 0.0031570770500549865 0.0063990561144806786 0.0014825013442729461 0.0061044471178138566 -0.0073389994644948945 0.0022861485231458023 0.010487352307686939
leaf_weight=103 74 52 61 78 68 58 74 61 135 88 83 256 86 838 55 60 543 56 74 65
leaf_count=103 74 52 61 78 68 58 74 61 135 88 83 256 86 838 55 60 543 56 74 65
internal_value=0 0.00134991 -0.00070681 0.00468288 0.00259504 0.00454511 0.00698538 0.00433251 0.004465 0.00382044 0.00530389 0.00423114 0.00312385 0.00358086 0.00562242 0.00510893 0.00564753 -0.00410868 0.00495014 0.00862852
internal_weight=0 311 237 2657 120 2579 206 2373 2312 1486 474 391 1012 926 826 706 603 117 148 120
internal_count=2968 311 237 2657 120 2579 206 2373 2312 1486 474 391 1012 926 826 706 603 117 148 120
is_linear=0
shrinkage=0.16829


Tree=9593
num_leaves=19
num_cat=0
split_feature=2 12 3 11 2 2 0 14 3 2 0 3 2 10 52 13 13 0
split_gain=2.08112 0.996015 0.453212 0.267062 0.265087 0.225879 0.17841 0.17789 0.28121 0.154746 0.213324 0.130213 0.165407 0.127658 0.119679 0.0726949 0.0632521 0.0401915
threshold=0.13388500000000003 -0.0089849999999999982 0.11391500000000002 0.091055000000000011 -1.0000000180025095e-35 0.16730000000000003 -0.074679999999999983 0.073890000000000011 -0.15327499999999997 0.099435000000000009 -0.14385499999999998 -0.082294999999999993 0.088495000000000004 -0.0088449999999999987 -0.047784999999999987 0.032645000000000007 -0.023024999999999997 -0.14076499999999997
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 7 13 6 -2 8 14 -6 -11 12 -10 -1 -3 -13 -8 -4
right_child=5 2 17 -5 9 -7 16 -9 11 10 -12 15 -14 -15 -16 -17 -18 -19
leaf_value=0.00039017892713723019 0.00016221266281370186 0.00053593305204494707 0.00043530911617160368 0.00038896091568023958 0.00057880436962813933 9.800577353883621e-05 0.00031220573807295607 0.00074988714857467098 0.00065610704163824066 0.00023256983526712943 0.00052126195872269614 0.00058071391263216164 0.00056149796178832107 0.0001748037139267808 0.00030951050406954027 0.00045099956701415215 0.00047301514944374495 0.00030303515360060175
leaf_weight=52 58 52 53 70 75 80 58 82 690 54 59 1008 294 73 52 52 53 53
leaf_count=52 58 52 53 70 75 80 58 82 690 54 59 1008 294 73 52 52 53 53
internal_value=0 0.000558546 0.000581353 0.000591102 0.000383113 0.000243101 0.000311577 0.000597431 0.000591595 0.00046167 0.000383615 0.000600152 0.000627875 0.000264682 0.000423061 0.000574384 0.000389306 0.000369504
internal_weight=0 2719 2406 2300 313 249 169 2230 2148 188 113 2044 984 125 104 1060 111 106
internal_count=2968 2719 2406 2300 313 249 169 2230 2148 188 113 2044 984 125 104 1060 111 106
is_linear=0
shrinkage=0.0032998


Tree=9594
num_leaves=18
num_cat=0
split_feature=4 13 1 3 3 12 12 402 402 484 3 3 124 1 13 124 13
split_gain=0.0885342 0.102535 0.0523965 0.0460584 0.0665284 0.0441882 0.0906917 0.0828544 0.0596348 0.0546994 0.0526021 0.0490467 0.039013 0.063997 0.0371122 0.0320966 0.0271613
threshold=0.40052000000000004 -0.16140499999999997 0.13891000000000003 0.30863500000000005 0.12955000000000003 0.091545000000000015 0.092235000000000025 0.10872000000000002 0.085200000000000012 0.091085000000000013 -0.11211999999999998 -0.082824999999999982 -0.083034999999999984 0.086115000000000011 0.036560000000000002 -0.087424999999999989 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 16 4 5 7 -7 9 10 12 -8 -11 15 -14 -12 -1 -3
right_child=1 2 -4 -5 -6 6 8 -9 -10 11 14 -13 13 -15 -16 -17 -18
leaf_value=0.0043610984060532621 0.0067526948326276518 -0.0013486849316406485 -0.0050851881846677429 -0.00014052253557097184 0.010216557596261881 -0.0033729858536388629 0.0078638242492537706 0.010343757875876677 -0.00035365829338698351 0.011778685025318789 0.0043375043827119054 0.0049156300267273372 0.0047251518681012917 0.0021831088134495248 0.0011064678540752433 0.0098968702689307513 0.0027561730218132832
leaf_weight=61 74 82 53 64 55 54 99 73 89 54 486 68 964 400 129 61 102
leaf_count=61 74 82 53 64 55 54 99 73 89 54 486 68 964 400 129 61 102
internal_value=0 0.00128272 -0.000417627 0.00429228 0.00440238 0.00427568 0.00328549 0.00477942 0.00373549 0.0045257 0.00424772 0.0079681 0.00424187 0.003981 0.0036627 0.00714371 0.00091707
internal_weight=0 311 237 2657 2593 2538 857 1681 803 1608 714 122 1486 1364 615 122 184
internal_count=2968 311 237 2657 2593 2538 857 1681 803 1608 714 122 1486 1364 615 122 184
is_linear=0
shrinkage=0.16829


Tree=9595
num_leaves=10
num_cat=0
split_feature=9 49 124 1213 43 394 13 1375 0
split_gain=0.113489 0.119323 0.0741872 0.0679638 0.106589 0.0757576 0.065075 0.0712572 0.0747928
threshold=0.093040000000000012 -0.22463499999999997 -0.086624999999999994 -0.12077499999999998 -0.0050499999999999989 0.0057250000000000009 0.27139000000000008 -0.089714999999999975 -0.18713499999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 7 -5 -9
right_child=-2 2 3 5 -6 -7 -8 8 -10
leaf_value=0.011266131593753252 -0.0041550880927973682 -0.00086026239167966145 0.013002824412701661 -0.0011600488804791953 0.0032769155543646957 -0.002697870640369345 0.009457137073410506 0.0076917677258555583 0.0035273441610172364
leaf_weight=59 52 101 57 86 74 53 55 130 2257
leaf_count=59 52 101 57 86 74 53 55 130 2257
internal_value=0 0.0037617 0.00360366 0.00377057 0.00752251 0.00357944 0.00371176 0.00358325 0.0037549
internal_weight=0 2872 2813 2712 131 2581 2528 2473 2387
internal_count=2924 2872 2813 2712 131 2581 2528 2473 2387
is_linear=0
shrinkage=0.16829


Tree=9596
num_leaves=15
num_cat=0
split_feature=151 151 16 147 49 49 150 15 457 0 13 129 52 3
split_gain=0.0926282 0.119221 0.0628916 0.0585544 0.0758848 0.0877787 0.0765985 0.10544 0.0980587 0.0645505 0.110139 0.0634482 0.0672174 0.0561231
threshold=0.077805000000000013 1.0000000180025095e-35 -0.072034999999999988 0.092645000000000019 -0.014479999999999998 -0.008624999999999999 0.077110000000000012 -0.091229999999999992 0.018630000000000004 -0.092724999999999988 -0.10373499999999998 1.0000000180025095e-35 -0.093534999999999993 0.084670000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 -6 -1 -8 -9 11 -11 12 -7 -12
right_child=2 -3 -4 -5 5 9 7 8 -10 10 13 -13 -14 -15
leaf_value=-0.0047682380296888861 0.0034721664212431494 -0.0051486424041742524 0.011562558285906528 0.0085838839806078385 0.008625969440131654 -0.00041938386750102111 -0.004635030431195058 0.00033205234753827886 0.0087460115220399266 -0.0037230698031554734 0.0025892101013401062 -0.00089904654519486714 0.0058995681043141164 0.0078441171388109378
leaf_weight=66 52 52 59 52 81 53 54 92 69 77 1672 53 432 60
leaf_count=66 52 52 59 52 81 53 54 92 69 77 1672 53 432 60
internal_value=0 0.00282198 0.00778865 0.00297275 0.00286438 0.00316745 0.000239259 0.0017848 0.00394919 0.0029783 0.00249482 0.00460064 0.00520534 0.00277229
internal_weight=0 2813 111 2761 2709 2428 281 215 161 2347 1809 538 485 1732
internal_count=2924 2813 111 2761 2709 2428 281 215 161 2347 1809 538 485 1732
is_linear=0
shrinkage=0.16829


Tree=9597
num_leaves=13
num_cat=0
split_feature=9 41 16 2 16 1456 52 151 2 403 1213 15
split_gain=0.0745003 0.0928867 0.0764154 0.0732122 0.0686126 0.0710996 0.0901595 0.0703352 0.0841861 0.0568922 0.0505769 0.0444537
threshold=0.093040000000000012 0.075585000000000013 -0.10750499999999999 0.17553000000000005 -0.50318999999999992 -0.080654999999999991 -0.034409999999999989 0.011180000000000001 0.092250000000000013 -0.5407249999999999 -0.12077499999999998 -0.14803999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 11 6 -6 9 -9 -7 -11 -1
right_child=-2 2 -4 -5 5 7 -8 8 -10 10 -12 -13
leaf_value=0.0099779736904918228 -0.0037943453007234784 0.0027862335775250607 0.010159983859947154 -0.0031392607230491137 0.0098079550864711446 0.0070001125953142755 0.0020835341662184615 0.0025608461367869701 -0.0069993451329741791 0.0054197265566681679 0.0019091685670163451 0.0038423672208876512
leaf_weight=53 52 79 82 66 79 70 95 52 52 124 2025 95
leaf_count=53 52 79 82 66 79 70 95 52 52 124 2025 95
internal_value=0 0.00261927 0.00655297 0.002385 0.00252352 0.00231368 0.00560092 0.00206669 -0.00220197 0.00226756 0.00211257 0.00605172
internal_weight=0 2872 161 2711 2645 2497 174 2323 104 2219 2149 148
internal_count=2924 2872 161 2711 2645 2497 174 2323 104 2219 2149 148
is_linear=0
shrinkage=0.16829


Tree=9598
num_leaves=15
num_cat=0
split_feature=124 43 159 1 159 1453 1375 48 158 13 0 160 13 123
split_gain=0.0540301 0.0602931 0.0617584 0.0849037 0.0674803 0.0601886 0.0560443 0.0558363 0.0542268 0.0480679 0.0469049 0.0398871 0.0473832 0.0380984
threshold=-0.086624999999999994 -0.50914999999999988 0.084135000000000001 0.14039500000000002 0.088800000000000004 -0.079499999999999987 -0.14057999999999995 -0.085909999999999986 0.10351500000000001 -0.17030499999999998 -0.080499999999999988 -0.08070999999999999 -0.084674999999999986 0.081630000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 3 5 -4 -3 -7 -8 11 -9 -10 -6 -13 -1
right_child=1 2 4 -5 8 6 7 9 10 -11 -12 12 -14 -15
leaf_value=0.0016218201312933741 0.0079149451796656049 0.0075766911670579655 0.0092636553546049313 -0.0036437846710003063 -0.0015609244855707314 -0.0031928792186569476 0.0074281808487546667 -0.0029317011817679723 0.0021466492554706499 0.0019700714297423427 0.0088531998106195376 7.2654510399748737e-05 0.0055468223846940022 -0.0047145486060230172
leaf_weight=52 52 53 59 79 74 61 52 58 52 2024 71 83 99 55
leaf_count=52 52 53 59 79 74 61 52 58 52 2024 71 83 99 55
internal_value=0 0.00222498 0.00211732 0.00177086 0.00395389 0.00196194 0.00182555 0.00196985 0.00312257 0.00183266 0.00603252 0.00171741 0.00306023 -0.0016184
internal_weight=0 2817 2765 2327 438 2248 2195 2134 379 2082 123 256 182 107
internal_count=2924 2817 2765 2327 438 2248 2195 2134 379 2082 123 256 182 107
is_linear=0
shrinkage=0.16829


Tree=9599
num_leaves=28
num_cat=0
split_feature=1 1 3 39 4 1 14 4 0 10 49 1 0 15 4 1 4 3 3 3 133 1 131 3 47 15 3
split_gain=4.10924 0.873694 0.439602 0.389422 0.235209 0.232014 0.221462 0.189527 0.159742 0.188889 0.114422 0.111878 0.185839 0.171964 0.105129 0.101731 0.0844582 0.0822061 0.0989414 0.0785345 0.0745147 0.046957 0.0398062 0.0360921 0.0356664 0.0291874 0.0283934
threshold=0.10442000000000001 0.13130500000000003 -0.055389999999999988 0.0039300000000000003 0.25367000000000006 0.088035000000000016 0.056865000000000006 0.00059000000000000014 -0.11656999999999999 -0.0073499999999999998 -0.088164999999999979 0.083250000000000005 -0.086834999999999982 -0.095584999999999989 0.50541500000000006 0.091395000000000018 0.080255000000000007 0.0025650000000000004 0.11745500000000002 -0.062324999999999998 1.0000000180025095e-35 0.084815000000000015 0.082750000000000004 -0.078254999999999977 0.090515000000000026 -0.092099999999999987 -0.076594999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 24 -5 7 10 -3 -10 -1 12 16 -13 -11 19 25 -4 -19 20 -12 -21 23 -17 -2 -9 -14
right_child=1 8 17 5 -6 -7 -8 11 9 14 15 13 26 -15 -16 22 -18 18 -20 21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00087506745144155372 0.00073337519209945492 0.00040016169708001741 0.00031969658197474391 0.00065731046191252627 0.00044597547365335432 0.00037808770455613548 0.00086866042037465657 0.00074271906020841614 3.0570172827453839e-05 0.00035581967242700156 0.00070958219547878989 0.0006856008186691434 0.00062574140503338744 0.00042647376071277697 0.00016257148188373154 0.00055944795387972935 0.00066043116578743668 0.00056118148527940011 0.00037114718573223266 0.00056852109358434242 0.00076231072152410054 0.00070777883202377968 0.00071720409213537641 0.00067217530259475221 0.0006159324374149694 0.00086215224282670843 0.00051642417605568568
leaf_weight=53 81 54 97 70 67 62 96 52 54 66 664 55 57 59 59 74 87 52 75 55 583 60 63 64 52 53 60
leaf_count=53 81 54 97 70 67 62 96 52 54 66 664 55 57 59 59 74 87 52 75 55 583 60 63 64 52 53 60
internal_value=0 0.000404859 0.000494143 0.000701387 0.000606913 0.000526427 0.000712188 0.000704804 0.000242236 0.000194397 0.000721258 0.000641861 0.000674973 0.0005518 0.000264888 0.00071602 0.000738768 0.000393297 0.000449234 0.000726454 0.000734262 0.000641484 0.000645138 0.000611983 0.000687723 0.00080334 0.000569982
internal_weight=0 657 424 2267 200 132 2135 2039 233 179 1616 423 309 114 125 1563 192 224 127 1362 1247 115 201 138 133 105 117
internal_count=2924 657 424 2267 200 132 2135 2039 233 179 1616 423 309 114 125 1563 192 224 127 1362 1247 115 201 138 133 105 117
is_linear=0
shrinkage=0.0032998


Tree=9600
num_leaves=28
num_cat=0
split_feature=1 12 1 1 12 3 52 39 3 3 52 151 3 0 52 12 1 1446 0 0 1447 0 52 52 12 133 133
split_gain=7.73194 1.923 1.17459 0.702574 0.428522 0.292566 0.285498 0.234012 0.199061 0.220162 0.16834 0.159499 0.159419 0.153397 0.134053 0.152917 0.152802 0.112116 0.130155 0.11443 0.113382 0.0699095 0.0603482 0.0573004 0.0429837 0.0199884 0.00415543
threshold=0.12313000000000002 0.056995000000000011 0.092695000000000013 0.14860500000000001 0.098595000000000016 -0.01223 -0.091869999999999993 0.096625000000000016 0.11745500000000002 0.0066850000000000008 0.08321000000000002 -0.082164999999999988 0.14813000000000001 -0.09008999999999999 -0.070104999999999987 0.11819000000000002 0.089455000000000021 0.085270000000000012 -0.014704999999999998 -0.071879999999999986 -0.083589999999999984 -0.068189999999999987 -0.025259999999999994 -0.023474999999999996 -0.0066799999999999993 0.062925000000000009 0.048695000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 7 11 -4 -1 12 9 -7 24 13 -2 -3 -6 16 21 18 19 22 -19 26 -13 -15 -8 -21 -16
right_child=3 4 5 -5 14 8 10 -9 -10 -11 -12 17 -14 23 15 -17 -18 20 -20 25 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00099914522204297787 0.00050475713023370315 0.00067193651390096815 0.00037375938748287661 -3.8704722871682564e-05 0.00087808099402163968 0.00054837610529980148 0.00075630928954669092 0.00018159356099915251 0.0004632290308854176 0.00080761799315325945 0.00090549583914789004 0.00097333215548795209 0.00027861902815738904 0.00092877862328570593 0.00085597714418859158 0.0006003320490263422 0.00064764862607153534 0.00070540673309515078 0.0010584806438392544 0.00086381551790235 0.0009038299770034768 0.00073661339379342365 0.00090730512386133033 0.00078845760100797017 0.00062871178741708629 0.00077130579217486739 0.00092037970380464611
leaf_weight=74 90 65 97 69 103 81 58 67 86 66 57 200 56 81 52 70 69 61 69 58 71 54 962 61 70 72 52
leaf_count=74 90 65 97 69 103 81 58 67 86 66 57 200 56 81 52 70 69 61 69 58 71 54 962 61 70 72 52
internal_value=0 0.000824738 0.000657871 0.000250221 0.000871523 0.000527028 0.000824446 0.000343981 0.000590684 0.00066501 0.000754376 0.000894521 0.000418261 0.000807117 0.000773693 0.000737372 0.000779476 0.000906616 0.000915728 0.000908077 0.000812401 0.000836824 0.0009187 0.000868748 0.000686805 0.00081285 0.000888517
internal_weight=0 2689 589 282 2100 330 259 213 233 147 185 1700 146 207 400 297 227 1493 1361 1292 132 158 1162 142 128 130 104
internal_count=2971 2689 589 282 2100 330 259 213 233 147 185 1700 146 207 400 297 227 1493 1361 1292 132 158 1162 142 128 130 104
is_linear=0
shrinkage=0.0032998


Tree=9601
num_leaves=11
num_cat=0
split_feature=1427 4 11 11 41 47 402 16 402 13
split_gain=0.0906661 0.0957242 0.0539379 0.0556337 0.10899 0.0523052 0.0460064 0.0399171 0.0311503 0.00813088
threshold=0.087620000000000017 -0.51323499999999989 0.087925000000000017 0.081005000000000008 0.080335000000000018 0.11896000000000002 0.10022000000000002 -0.49353499999999995 0.11367500000000001 0.085955000000000018
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -3 -8 -4
right_child=-2 2 9 -5 -6 -7 8 -9 -10 -11
leaf_value=-0.0043099100445771676 -0.0030722900400575659 0.0053728089920039579 0.007896344474954636 -0.0027018932527800524 0.0094996016097737938 -0.0010713950888859688 -0.0023210422413085315 0.0027702836385935393 0.0020257790408424034 0.0048857187116447005
leaf_weight=54 79 183 58 53 67 104 78 2125 116 54
leaf_count=54 79 183 58 53 67 104 78 2125 116 54
internal_value=0 0.00269597 0.00282991 0.00268007 0.00278746 0.0026142 0.00276811 0.00297741 0.000268827 0.00646083
internal_weight=0 2892 2838 2726 2673 2606 2502 2308 194 112
internal_count=2971 2892 2838 2726 2673 2606 2502 2308 194 112
is_linear=0
shrinkage=0.16829


Tree=9602
num_leaves=19
num_cat=0
split_feature=1 0 52 49 403 157 15 47 49 16 52 15 1453 41 42 4 0 0
split_gain=0.115481 0.0597495 0.0613865 0.0886097 0.0762949 0.0573886 0.0726984 0.0626404 0.0573055 0.054953 0.0509636 0.0727329 0.0612399 0.0598129 0.0464838 0.0367863 0.0263075 0.0240028
threshold=0.14860500000000001 -0.25490999999999991 -0.08403999999999999 0.11580500000000001 -0.083344999999999989 -0.081614999999999979 -0.025879999999999997 0.082930000000000018 -0.0061499999999999992 0.19384500000000002 -0.068039999999999975 -0.091074999999999975 -0.077314999999999981 0.088645000000000015 -0.027559999999999998 -0.49269499999999994 -0.081704999999999986 -0.084514999999999993
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 9 -3 16 7 14 -8 10 11 -4 -12 -14 -7 -10 -6 -5
right_child=-2 2 3 17 5 6 8 -9 15 -11 12 -13 13 -15 -16 -17 -18 -19
leaf_value=0.0077830371184128659 -0.0046816275991604945 0.0095361486876716257 -0.0059723984589650069 -0.0055310110918892607 0.0092771041487205129 0.0015127266909457763 -0.004890792082703467 -6.9827604643931841e-05 0.0048367870523309889 -0.0033587930683356437 -0.0027824379015128197 0.002720395392716725 0.0026727043369160642 -0.0028506591422412637 0.0070478215786944336 -0.00041969859517025182 0.0040455210657565884 -0.00045019170933657929
leaf_weight=55 69 56 52 53 52 61 53 78 59 53 64 57 1781 57 153 103 61 54
leaf_count=55 69 56 52 53 52 61 53 78 59 53 64 57 1781 57 153 103 61 54
internal_value=0 0.0022764 0.00216939 0.00173172 0.00357231 0.00303074 0.00226091 0.00399023 -7.93977e-05 0.00197704 0.00211856 -0.00141014 0.00232173 0.00250044 0.00547846 0.00148361 0.00646887 -0.00298365
internal_weight=0 2902 2847 2171 676 620 507 292 215 2064 2011 109 1902 1838 214 162 113 107
internal_count=2971 2902 2847 2171 676 620 507 292 215 2064 2011 109 1902 1838 214 162 113 107
is_linear=0
shrinkage=0.16829


Tree=9603
num_leaves=30
num_cat=0
split_feature=1 1 1 123 13 13 43 0 2 403 1 0 43 0 0 47 2 1 15 0 51 13 157 123 51 1 1 15 0
split_gain=1.86534 0.359003 0.283303 0.222711 0.201259 0.149533 0.14916 0.128794 0.113949 0.100875 0.0875061 0.0842642 0.0748175 0.057232 0.0551364 0.0533626 0.0995012 0.064962 0.218998 0.0808816 0.0676609 0.0443003 0.0418783 0.02559 0.0254324 0.0436225 0.0289633 0.0239269 0.0117335
threshold=0.10932500000000002 0.14860500000000001 0.090435000000000015 0.081180000000000016 -0.088854999999999976 -0.082084999999999977 -0.079614999999999977 -0.082784999999999984 0.10121500000000001 -0.00043499999999999995 0.11907500000000001 -0.028049999999999995 -0.078409999999999994 -0.096444999999999989 -0.046614999999999997 0.077065000000000008 0.087765000000000024 0.086005000000000012 0.086115000000000011 -0.14755499999999996 -0.08563999999999998 0.056735000000000001 -0.07692499999999998 0.091310000000000016 0.026870000000000002 0.097495000000000012 0.10359500000000001 -0.065984999999999988 -0.082054999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 8 5 -4 10 7 -6 15 -8 -2 12 -10 -7 -15 17 -17 19 -19 -1 22 -22 -21 -5 25 -11 -27 -14 -20
right_child=1 -3 4 23 6 13 9 -9 11 24 -12 -13 27 14 -16 16 -18 18 28 20 21 -23 -24 -25 -26 26 -28 -29 -30
leaf_value=0.00059603987801083388 0.00033015460643329658 1.7487424024284919e-05 0.0002124387724666727 9.740431238548806e-05 0.00019696634217097702 0.00028910835374663262 0.00032397222284593594 0.00040548649888635143 0.00051858471267151717 0.00051850848438201431 0.00015050065131354764 0.00029506151806595244 0.00044335297874823154 0.00046727634552485426 0.00033315052950245213 0.00047505680670858802 0.00063976991642485581 0.00028022778116374786 0.00047739541056857478 0.00062619141594644928 0.00046604261317668841 0.00053698139784463025 0.00049119046947588218 0.00019477411694826031 0.00054713997874829355 0.00036137016885219852 0.00046602230907346931 0.0003642636758814054 0.00055686730910080892
leaf_weight=75 52 69 63 52 56 64 58 79 95 90 71 52 89 82 61 99 71 73 52 57 942 115 52 74 52 56 72 96 52
leaf_count=75 52 69 63 52 56 64 58 79 95 90 71 52 89 82 61 99 71 73 52 57 942 115 52 74 52 56 72 96 52
internal_value=0 0.000239861 0.000456793 0.000273432 0.000388577 0.000318595 0.000412468 0.00031925 0.000475463 0.000450728 0.000226738 0.000419103 0.000442013 0.000373006 0.000410308 0.000487224 0.000544056 0.000480386 0.000419823 0.000488996 0.00048208 0.000473794 0.000562111 0.000154869 0.000477826 0.000461131 0.000420512 0.000402502 0.00051747
internal_weight=0 525 2446 456 526 330 463 135 1920 328 123 332 280 207 143 1588 170 1418 177 1241 1166 1057 109 126 270 218 128 185 104
internal_count=2971 525 2446 456 526 330 463 135 1920 328 123 332 280 207 143 1588 170 1418 177 1241 1166 1057 109 126 270 218 128 185 104
is_linear=0
shrinkage=0.0032998


Tree=9604
num_leaves=13
num_cat=0
split_feature=1 1427 448 157 51 1203 1 133 0 3 482 0
split_gain=0.086332 0.0522964 0.0513014 0.049932 0.0986775 0.0589373 0.0538949 0.0974024 0.0432751 0.0421849 0.0409497 0.0551947
threshold=0.14860500000000001 0.087620000000000017 -0.081394999999999981 -0.077879999999999991 -0.085764999999999994 0.084795000000000023 0.077845000000000011 0.087015000000000023 -0.24203499999999997 -0.084699999999999984 0.093375000000000027 -0.21196999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 8 7 -6 -5 -7 11 -10
right_child=-2 -3 3 5 6 9 -8 -9 10 -11 -12 -13
leaf_value=-0.002745409473617151 -0.0038018437806058309 -0.0021615813769168429 0.0092821727604296671 0.0071420269082589517 -0.0044869458479755934 -0.0046705732393567852 0.0065600582332670061 0.004845807794190523 -0.0028221957620229304 0.0017929679299783163 0.0057142060971197232 0.0022576999751558278
leaf_weight=55 69 75 87 53 60 59 60 67 62 55 94 2175
leaf_count=55 69 75 87 53 60 59 60 67 62 55 94 2175
internal_value=0 0.0022121 0.00232877 0.0024301 0.00459271 0.00219217 0.00240137 0.000422486 0.00237122 -0.00153644 0.00226197 0.0021161
internal_weight=0 2902 2827 2772 274 2498 187 127 2384 114 2331 2237
internal_count=2971 2902 2827 2772 274 2498 187 127 2384 114 2331 2237
is_linear=0
shrinkage=0.16829


Tree=9605
num_leaves=27
num_cat=0
split_feature=4 40 12 4 0 52 11 160 48 4 4 40 160 12 4 4 1456 124 0 4 457 12 133 16 133 131
split_gain=3.31122 1.06734 0.462161 0.497564 0.408956 0.38046 0.351602 0.278172 0.263774 0.257177 0.241036 0.23927 0.251223 0.173334 0.144821 0.132471 0.126678 0.114051 0.0986765 0.0864281 0.0779277 0.0820011 0.0645317 0.0595844 0.0207547 0.0296257
threshold=0.31392000000000003 -0.034699999999999988 0.083400000000000016 -0.50139499999999992 -0.082494999999999985 -0.032354999999999988 0.07604000000000001 0.0012900000000000001 0.092825000000000005 -0.0005399999999999999 -0.14595999999999995 -0.080249999999999988 -0.072884999999999991 0.089735000000000023 -0.4950449999999999 0.51074000000000008 -0.078314999999999982 -0.084389999999999979 -0.10298499999999998 0.046185000000000004 0.062030000000000009 0.090285000000000018 0.08653000000000001 0.0030150000000000008 -0.07192999999999998 0.090445000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 5 7 11 -5 17 14 -6 -2 -13 22 -4 -14 23 -1 -15 -7 21 -18 -11 -16 -20 -26
right_child=6 2 9 4 10 19 -8 -9 -10 13 -12 12 15 18 16 -17 20 -19 24 -21 -22 -23 -24 -25 25 -27
leaf_value=0.00036231889984884288 3.7988709521895992e-05 0.00084576722147528796 0.00086192232540366765 0.0003143324908411749 0.00051267659897399605 0.00076846719646131401 0.00053228120642020277 0.00061332611075414303 0.00021636223057237153 0.00064699551744058423 0.00021291872610082786 0.00045985798937390619 0.0002855173691697636 0.00069573421411435867 0.00065833568480252308 7.8988229101224913e-05 0.00073685782206987999 0.0005563580466135139 0.00059333994238837016 0.00060169520582490439 0.00059635176718176501 0.0006821706073618397 0.00079196880152337685 0.00050476633498917434 0.00048131058611613527 0.00057341770272173573
leaf_weight=54 54 61 62 68 58 95 52 69 56 91 60 63 93 53 67 54 691 91 59 57 71 580 59 52 112 68
leaf_count=54 54 61 62 68 58 95 52 69 56 91 60 63 93 53 67 54 691 91 59 57 71 580 59 52 112 68
internal_value=0 0.000641418 0.000660534 0.000566899 0.000525016 0.000592044 0.000283736 0.000465178 0.000409853 0.000682817 0.000360556 0.000234646 0.000285048 0.000612125 0.000703309 0.000209889 0.000696554 0.000484338 0.000564678 0.000706159 0.000705841 0.00071193 0.000704253 0.000591526 0.000535467 0.000516302
internal_weight=0 2634 2433 468 407 289 316 137 201 1965 118 264 210 442 1523 147 1461 145 292 152 1342 1271 150 119 239 180
internal_count=2950 2634 2433 468 407 289 316 137 201 1965 118 264 210 442 1523 147 1461 145 292 152 1342 1271 150 119 239 180
is_linear=0
shrinkage=0.0032998


Tree=9606
num_leaves=9
num_cat=0
split_feature=457 1 33 4 457 49 1208 403
split_gain=0.122922 0.110309 0.0632968 0.0646618 0.0574019 0.0659649 0.051628 0.07863
threshold=-0.10142499999999997 0.15844500000000003 0.084300000000000014 -0.51843499999999987 0.12473000000000002 -0.14917999999999998 0.10128000000000001 -0.019354999999999994
decision_type=2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -5 7 -7
right_child=1 -3 -4 4 -6 6 -8 -9
leaf_value=-0.0056663815425843297 0.0078437405692749988 -0.0052419711185230809 0.0082895045719227154 -0.0031883691714172349 0.0078320542949231863 0.00050611492423664436 0.0071652908580413718 0.0027420623255497399
leaf_weight=54 62 52 54 62 53 578 62 1973
leaf_count=54 62 52 54 62 53 578 62 1973
internal_value=0 0.00242785 0.00256871 0.00245735 0.00233427 0.00222467 0.00235379 0.00223615
internal_weight=0 2896 2844 2790 2728 2675 2613 2551
internal_count=2950 2896 2844 2790 2728 2675 2613 2551
is_linear=0
shrinkage=0.16829


Tree=9607
num_leaves=24
num_cat=0
split_feature=1 4 1 3 10 3 4 47 4 42 0 0 1453 11 3 11 0 0 0 1 0 3 3
split_gain=4.59365 1.13762 0.429802 0.654346 0.303856 0.207758 0.180555 0.169722 0.167323 0.264634 0.10923 0.0962504 0.0956394 0.0846014 0.0926605 0.0758443 0.075627 0.0575355 0.0463101 0.0436327 0.0641873 0.0380904 0.0163065
threshold=0.12381000000000002 0.31392000000000003 0.094775000000000012 -0.051469999999999995 -0.063134999999999983 -0.0048549999999999991 0.022635000000000006 0.090515000000000026 0.065755000000000008 0.0069650000000000016 0.048825000000000007 -0.11742499999999999 -0.078444999999999987 1.0000000180025095e-35 -0.10175499999999998 0.082245000000000013 -0.12259499999999998 -0.105195 -0.079794999999999991 0.13546500000000003 -0.045139999999999993 -0.078384999999999996 -0.076004999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 15 -2 -5 10 19 9 -8 12 -10 -1 14 -14 18 -7 -3 -4 -6 -21 -13 -20
right_child=4 17 3 5 7 16 8 -9 11 -11 -12 21 13 -15 -16 -17 -18 -19 22 20 -22 -23 -24
leaf_value=0.00061846949074624916 6.6881471570712274e-05 0.00048321376757251978 0.00061573420541245522 0.00037224733441872077 0.00034768325895453029 0.00049896713459241459 0.00072550898547523498 0.00047631722053811015 0.00084457936503834941 0.00041600189817767025 0.00063804689388808353 0.0007407731568285777 0.00065158221709676206 0.00087351554096655871 0.00076662565416010851 0.00083058783337929909 0.00067632815781579452 0.00034801098486361568 0.0007012148487871981 0.00016216747308070718 0.0003194641453711062 0.00061654877777181111 0.00078819556494818144
leaf_weight=52 61 76 52 92 62 56 61 63 58 61 86 58 85 80 1446 77 54 68 71 61 55 62 53
leaf_count=52 61 76 52 92 62 56 61 63 58 61 86 58 85 80 1446 77 54 68 71 61 55 62 53
internal_value=0 0.000705406 0.000721827 0.000629574 0.000275655 0.000489015 0.000742296 0.000328352 0.000666499 0.000571044 0.000755277 0.000731724 0.000761318 0.000765907 0.000760262 0.000741659 0.000586356 0.000419613 0.000702553 0.000275784 0.000237051 0.000676884 0.000738676
internal_weight=0 2648 2504 455 302 202 2049 241 300 122 1749 178 1663 1611 1531 253 110 144 176 178 116 120 124
internal_count=2950 2648 2504 455 302 202 2049 241 300 122 1749 178 1663 1611 1531 253 110 144 176 178 116 120 124
is_linear=0
shrinkage=0.0032998


Tree=9608
num_leaves=21
num_cat=0
split_feature=2 3 39 3 11 40 3 13 2 11 2 13 1375 3 49 2 49 2 39 3
split_gain=7.15814 2.50304 1.91494 1.00124 0.72824 0.621207 0.595401 0.532472 0.485492 0.440541 0.366158 0.276746 0.212222 0.158223 0.156185 0.150899 0.135792 0.126857 0.123269 0.0363437
threshold=0.12026500000000001 0.28833000000000003 0.082115000000000007 0.25089000000000006 1.0000000180025095e-35 -0.07990499999999999 -0.09738999999999999 -0.0019149999999999998 0.098290000000000002 0.086175000000000015 -0.018734999999999998 0.032645000000000007 -0.086529999999999982 0.11269500000000002 1.0000000180025095e-35 0.14019000000000004 0.098965000000000011 0.092005000000000017 0.099350000000000008 -0.22004999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 -2 7 -1 11 -6 -4 12 -8 16 15 -7 -10 -9 -12 -11
right_child=3 -3 10 -5 9 14 8 17 13 19 18 -13 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.00037767862933338396 6.7039283078179339e-05 8.897999987024418e-05 0.00032038191298008238 -2.963828783669973e-05 0.001211944459746084 0.0004907039221598668 0.00066752778671215691 0.00083335900299417781 0.00080200738296063042 0.00083892515246543667 0.0006857430972355621 0.00067776108503090498 0.00088289093131779881 0.00055449721625354127 0.00057945959962907518 0.00026890593683133224 0.00063144387115275928 0.00062802414697450269 0.00048113642226376151 0.0009650321386987826
leaf_weight=56 52 53 71 78 86 82 53 92 196 62 91 83 1467 52 86 58 72 54 52 54
leaf_count=56 52 53 71 78 86 82 53 92 196 62 91 83 1467 52 86 58 72 54 52 54
internal_value=0 0.000799469 0.000814275 0.000300316 0.000841769 0.00039302 0.000823689 0.000652489 0.000841654 0.0010318 0.000515137 0.000865193 0.000875405 0.00072363 0.000467868 0.000399068 0.000756316 0.000757655 0.000611587 0.000897934
internal_weight=0 2594 2541 356 2327 278 2125 202 1923 202 214 1603 1520 320 226 140 268 146 143 116
internal_count=2950 2594 2541 356 2327 278 2125 202 1923 202 214 1603 1520 320 226 140 268 146 143 116
is_linear=0
shrinkage=0.0032998


Tree=9609
num_leaves=21
num_cat=0
split_feature=12 457 12 3 133 3 3 0 160 160 160 0 160 3 1208 1209 484 0 0 12
split_gain=0.0987233 0.0925378 0.0613457 0.149416 0.209814 0.0755572 0.163956 0.101836 0.0747861 0.0879312 0.0522074 0.133206 0.0487177 0.0458986 0.0457316 0.0599512 0.0313907 0.0598716 0.0308043 0.016978
threshold=0.14472000000000004 -0.10142499999999997 0.083885000000000015 -0.087169999999999984 -1.0000000180025095e-35 -0.14954999999999999 -0.18945499999999996 -0.090939999999999979 0.085700000000000012 0.0012900000000000001 -0.077459999999999987 1.0000000180025095e-35 0.093380000000000005 -0.062694999999999987 0.10128000000000001 -0.078174999999999981 -0.013794999999999998 -0.097774999999999987 -0.091829999999999981 0.094795000000000004
decision_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 16 9 10 18 -12 -10 14 15 -9 -7 19 -5 -18
right_child=-2 2 5 8 -6 7 -8 13 12 -11 11 -13 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=-0.0037570706136980177 -0.0032556600661687264 -0.011228479611745742 0.0025095248495586864 0.0034985707358434204 0.0018138652485049831 0.0042401760196943408 0.013497959306761471 -0.0014532370271409451 -0.0045994885369928552 0.010350797580080839 0.0034464566468431672 -0.0051886302416758821 0.0021352348058843494 -0.00070785104809315338 0.0090930544512240492 0.0042972407744191034 0.0033802918359350769 -0.0032483911191501184 0.0081125904780135899 -0.00032118422634457705
leaf_weight=54 70 53 88 87 102 58 69 53 52 54 350 59 73 54 54 1287 96 102 81 54
leaf_count=54 70 53 88 87 102 58 69 53 52 54 350 59 73 54 54 1287 96 102 81 54
internal_value=0 0.00312846 0.00326067 0.00211939 -0.00263418 0.00380265 0.00735028 0.00348481 0.00309638 0.00384178 0.0032295 0.00219642 -0.000652038 0.00407772 0.00426438 0.00406846 0.000709554 -9.59199e-05 0.00573388 0.00203578
internal_weight=0 2880 2826 911 155 1915 157 1758 756 631 577 409 125 1448 1394 1340 310 252 168 150
internal_count=2950 2880 2826 911 155 1915 157 1758 756 631 577 409 125 1448 1394 1340 310 252 168 150
is_linear=0
shrinkage=0.16829


Tree=9610
num_leaves=30
num_cat=0
split_feature=1 1 2 2 10 12 12 14 0 12 0 15 12 2 48 1 12 1456 1210 12 48 133 1 15 159 133 12 0 12
split_gain=5.32658 0.860492 0.598526 0.517222 0.496792 0.341394 0.187068 0.164418 0.161776 0.151198 0.148816 0.185081 0.147201 0.15663 0.138799 0.134508 0.122659 0.175497 0.13514 0.104654 0.101111 0.0879468 0.0831888 0.0652877 0.0567845 0.0550465 0.0345093 0.0328715 0.026808
threshold=0.10593500000000002 0.12646500000000002 0.10615500000000001 0.099965000000000012 -0.0034499999999999995 0.086085000000000009 0.11878500000000002 0.073890000000000011 -0.073254999999999987 0.085075000000000026 -0.056754999999999993 -0.10114499999999998 0.082795000000000021 0.072175000000000017 0.082425000000000012 0.083250000000000005 0.087695000000000009 -0.063379999999999978 -0.068764999999999979 0.09696500000000001 0.092105000000000006 0.087815000000000018 0.13991000000000003 0.091195000000000012 -0.025079999999999995 0.097115000000000021 0.10119000000000002 -0.085604999999999987 0.095175000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 7 -3 14 25 12 -6 -2 11 -4 13 -1 -5 -15 18 -18 -14 -11 23 24 -10 -19 -20 26 28 -23 -7
right_child=1 4 10 5 8 6 -8 -9 22 19 -12 -13 16 15 -16 -17 17 20 21 -21 -22 27 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00055003232627501948 0.00049916425078508884 4.2820867623549272e-06 0.00043720777489906424 0.00058512115214689499 0.00022154567257496783 0.00077851207445246815 0.00052142539517688357 0.00090776492949494914 0.00051208707262407553 0.00082575709084554635 0.00053319444394120039 0.0002061203874181064 0.00096065805432967149 0.00082240848925101096 0.00036664603146595613 0.0006473761723999298 0.00057108706439096756 0.00079074755841114063 0.00090366467968693465 0.0006184560224618699 0.00061872250394256968 0.00064806885765601762 0.00032596184634156225 0.0007223544172513135 0.00079704377081903457 0.00065086425240045451 0.00083604934413245718 0.00076181374602022213 0.00067831285302282635
leaf_weight=70 52 67 80 86 79 78 54 87 54 53 52 73 59 98 52 100 60 509 71 58 55 55 54 241 365 66 60 74 61
leaf_count=70 52 67 80 86 79 78 54 87 54 53 52 73 59 98 52 100 60 509 71 58 55 55 54 241 365 66 60 74 61
internal_value=0 0.000396628 0.00049869 0.000740937 0.000248619 0.000641084 0.000700686 0.000765664 0.000335974 0.000648237 0.00037961 0.000327181 0.000758608 0.000686218 0.000503052 0.000734186 0.000771614 0.00074564 0.000807562 0.000717755 0.000758606 0.000791513 0.000419351 0.000768818 0.000814487 0.000737082 0.0007655 0.000713591 0.000734793
internal_weight=0 622 368 2301 254 457 319 1844 187 163 205 153 1757 268 138 198 1489 865 624 111 805 565 108 750 436 265 199 129 139
internal_count=2923 622 368 2301 254 457 319 1844 187 163 205 153 1757 268 138 198 1489 865 624 111 805 565 108 750 436 265 199 129 139
is_linear=0
shrinkage=0.0032998


Tree=9611
num_leaves=23
num_cat=0
split_feature=1210 2 13 13 15 11 402 403 1456 0 49 15 4 4 2 133 14 1 133 1210 151 42
split_gain=0.129225 0.0895368 0.0951877 0.14371 0.0760668 0.151518 0.0743852 0.0689844 0.0641942 0.062619 0.127595 0.0546622 0.0509674 0.0561691 0.0703708 0.0502181 0.0484814 0.0652155 0.0529278 0.0351589 0.0324755 0.0291715
threshold=-0.00046999999999999993 0.099965000000000012 -0.094609999999999986 -0.23438999999999996 -0.42075999999999997 0.080455000000000013 -0.092764999999999986 -0.44221499999999997 -0.16130999999999998 -0.19166999999999998 -0.12164499999999999 -0.085259999999999989 -0.49010499999999996 -0.0086549999999999978 0.10859000000000001 -0.0041949999999999991 -0.23083499999999998 0.099765000000000006 0.097115000000000021 -0.076234999999999983 -0.063719999999999985 0.079890000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 11 -2 7 -1 -6 -9 -10 -11 -3 -4 14 -14 -8 -15 18 -18 -17 -19 -16
right_child=1 2 12 -5 5 -7 15 8 9 10 -12 -13 13 16 21 19 17 20 -20 -21 -22 -23
leaf_value=0.012000386786690838 -0.0027809152649780791 0.0041945611829365898 -0.0027990906889164618 -0.0099194626107281959 -0.0022639877545273706 0.011062628408865492 0.0083445190727044292 -0.0020573608938904459 0.0085812402065500726 -0.0049930338246870279 0.0033938806743986642 -0.002984030499424833 0.0092392116925431016 0.0054246620623081537 3.2098635670514927e-05 -0.0005209547245447146 0.0047479914028958426 -0.0058004056920372511 -0.0016026254908232368 0.0054723688527751075 -0.00043531705638950164 0.0050927862857145329
leaf_weight=54 62 60 60 53 70 67 71 65 62 53 1521 60 64 61 70 53 105 52 57 57 85 61
leaf_count=54 62 60 60 53 70 67 71 65 62 53 1521 60 64 61 70 53 105 52 57 57 85 61
internal_value=0 0.00237542 0.000864017 -0.00261907 0.0030013 0.00319733 0.00649614 0.00289876 0.00311227 0.00331876 0.00311033 0.000590294 0.00184673 0.00235222 0.00465543 0.00484406 0.00109966 0.000211293 0.00250243 0.00256834 -0.00248481 0.00240232
internal_weight=0 2688 788 173 1900 1838 235 1771 1701 1636 1574 120 615 555 195 181 360 299 162 110 137 131
internal_count=2923 2688 788 173 1900 1838 235 1771 1701 1636 1574 120 615 555 195 181 360 299 162 110 137 131
is_linear=0
shrinkage=0.16829


Tree=9612
num_leaves=28
num_cat=0
split_feature=1 3 12 0 1 16 3 43 15 475 12 1 16 16 13 52 3 16 16 13 12 16 1 15 48 3 13
split_gain=4.03016 0.804008 0.526596 0.365384 0.393171 0.302923 0.211972 0.318015 0.161836 0.160818 0.122383 0.109525 0.124091 0.1121 0.107723 0.0861132 0.0806217 0.0749943 0.0718813 0.0679282 0.0674496 0.0621971 0.0509139 0.0501665 0.0492495 0.0419952 0.035048
threshold=0.10921500000000002 -0.063264999999999988 0.023990000000000004 0.051660000000000005 0.094385000000000011 -0.25397999999999993 0.3148450000000001 -0.025079999999999995 0.12479500000000002 -0.0034549999999999993 0.084065000000000015 0.098715000000000011 0.19384500000000002 -0.00083999999999999993 -0.011954999999999999 -0.088174999999999989 0.092005000000000017 0.39813000000000004 0.24624500000000002 -1.0000000180025095e-35 0.093185000000000004 -0.018754999999999997 0.086665000000000006 0.082725000000000007 0.091195000000000012 -0.082504999999999981 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 4 16 -2 7 14 9 10 -4 12 13 23 -3 17 22 -12 -7 -6 -14 -17 26 -11 -9 -15 -1
right_child=1 6 8 -5 19 18 -8 24 -10 11 15 -13 20 25 -16 21 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00065613840522611505 0.00031070485394824558 0.0002336935126699665 0.00087844519946659357 0.00026882734721157478 0.00034625074071090183 0.00051275764576926312 8.8503518614385665e-05 0.00043401135961420104 0.00048090989739574209 0.00062008386625646088 0.00054526566025132287 0.00052983975012535229 0.00065242990866576811 0.00079885439962577962 3.8982930629388344e-05 0.000673382481908675 0.00053114777291794898 0.00072174585677169448 0.00068537547625736515 0.00049466336974263528 0.00049882264348654378 0.00081492377474553016 0.00059925277138205587 0.00066717825960378046 0.00030491965654389218 0.00068727344844807855 0.00077705043573029174
leaf_weight=55 60 76 52 53 67 53 92 83 58 399 59 86 53 85 53 65 54 52 58 73 86 83 61 807 57 79 64
leaf_count=55 60 76 52 53 67 53 92 83 58 399 59 86 53 85 53 65 54 52 58 73 86 83 61 807 57 79 64
internal_value=0 0.000314266 0.000631966 0.000526519 0.000562943 0.000500823 0.000225799 0.000272624 0.000654874 0.000660149 0.000729679 0.00064657 0.000653199 0.000662868 0.000153969 0.000699674 0.000645987 0.000628258 0.000603272 0.000423889 0.000557646 0.000752998 0.000680243 0.000651626 0.000381704 0.00074532 0.000721463
internal_weight=0 532 2391 427 374 171 361 269 1964 1906 311 1595 1509 1370 129 259 234 111 111 140 139 148 180 1206 140 164 119
internal_count=2923 532 2391 427 374 171 361 269 1964 1906 311 1595 1509 1370 129 259 234 111 111 140 139 148 180 1206 140 164 119
is_linear=0
shrinkage=0.0032998


Tree=9613
num_leaves=19
num_cat=0
split_feature=2 4 376 2 2 4 14 0 2 2 43 0 15 15 4 2 155 0
split_gain=6.51036 2.10671 1.01164 0.965197 0.657757 0.525558 0.448737 0.395692 0.282056 0.238134 0.210844 0.176854 0.160604 0.154696 0.127787 0.103331 0.0919023 0.0455197
threshold=0.11917500000000002 0.31392000000000003 0.048375000000000008 0.16993500000000003 0.099965000000000012 0.22276500000000002 0.073890000000000011 -0.12851999999999997 0.14253500000000002 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.13619499999999998 -0.43091499999999999 0.050935000000000008 0.061835000000000008 0.088135000000000005 0.097355000000000011 -0.081294999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 6 8 9 -6 -2 -1 -3 15 -7 16 -13 -11 17 -9
right_child=3 10 -4 -5 7 12 -8 13 -10 11 -12 14 -14 -15 -16 -17 -18 -19
leaf_value=0.00077995017017275226 0.00075452683097424692 0.00038512634830403471 0.00059610151049167229 7.7645351527789631e-05 0.00058989831170876985 0.00048650113571882889 0.0012126916030155634 0.00087052756869320706 0.0004620473588981028 0.00095123162114487943 0.00063735914173861314 0.00098990027678913278 0.00025531522923749194 0.0010176764679061495 0.00087117255234751812 0.00074252433327205312 0.00094226112032119063 0.00075521775934048261
leaf_weight=74 101 59 91 66 65 64 85 64 57 52 97 1558 69 67 111 57 68 118
leaf_count=74 101 59 91 66 65 64 85 64 57 52 97 1558 69 67 111 57 68 118
internal_value=0 0.000914352 0.000938428 0.00043855 0.000951846 0.000520283 0.000976626 0.000826104 0.000649235 0.000965772 0.000542189 0.000973486 0.000366827 0.000874427 0.000982025 0.000842414 0.000835895 0.00079596
internal_weight=0 2566 2410 357 2319 291 1937 382 158 1852 156 1778 133 317 1669 109 250 182
internal_count=2923 2566 2410 357 2319 291 1937 382 158 1852 156 1778 133 317 1669 109 250 182
is_linear=0
shrinkage=0.0032998


Tree=9614
num_leaves=22
num_cat=0
split_feature=2 1427 1210 12 1213 1 3 3 16 4 11 10 474 4 3 16 482 4 1210 3 124
split_gain=0.120924 0.0814023 0.0826879 0.124557 0.0716086 0.0676235 0.137963 0.272545 0.101828 0.0807556 0.0555104 0.0732214 0.0525249 0.132511 0.0500787 0.0671767 0.0500736 0.0324843 0.0324774 0.0292284 0.0225457
threshold=0.099965000000000012 0.081395000000000009 -0.0084449999999999994 0.086675000000000016 -0.10597999999999998 0.077375000000000013 -0.22442499999999996 -0.043609999999999989 -1.0000000180025095e-35 -0.036839999999999991 0.080455000000000013 -1.0000000180025095e-35 0.087015000000000009 -0.016339999999999997 0.13772500000000001 -0.096659999999999982 0.078475000000000017 -0.00045499999999999995 -0.080884999999999985 0.10402500000000002 -0.0066649999999999991
decision_type=2 2 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 17 -10 11 -6 16 -14 19 -16 -13 -2 -5 20 -9
right_child=5 -3 4 18 10 6 7 14 9 -11 -12 12 13 -15 15 -17 -18 -19 -20 -21 -22
leaf_value=0.012719174728429873 0.0092179889932216992 0.010255273320858528 -0.00082514057356553917 0.0064102253034278014 -0.00095240436640731607 0.0069372474918526546 -0.0094864733329137509 0.0034916965665440693 -0.0045206578810604772 0.0033276629885113183 0.0082450629427598867 0.003845504324220587 -0.005227713727540037 0.0060977862212659552 -0.0059598205685608601 0.0018598274665783394 0.0080526755030273303 0.0044014181649607974 0.00083935251015171603 0.0053160665892701946 -0.0012067294812430256
leaf_weight=72 68 58 102 65 96 76 83 59 59 100 75 1379 59 58 52 77 86 101 56 86 56
leaf_count=72 68 58 102 65 96 76 83 59 59 100 75 1379 59 58 52 77 86 101 56 86 56
internal_value=0 0.00401944 0.00384196 0.00716602 0.00349515 0.00160315 0.000345122 -0.000863607 0.0034732 0.000404094 0.00374755 0.00354546 0.00381954 0.000371281 0.00129973 -0.00127835 0.0040937 0.00635008 0.00384682 0.00296326 0.00118814
internal_weight=0 2106 2048 193 1855 817 489 413 328 159 1753 1678 1582 117 330 129 1465 169 121 201 115
internal_count=2923 2106 2048 193 1855 817 489 413 328 159 1753 1678 1582 117 330 129 1465 169 121 201 115
is_linear=0
shrinkage=0.16829


Tree=9615
num_leaves=29
num_cat=0
split_feature=1 4 4 159 1 1 51 0 43 0 1 1 1 1 47 4 0 15 0 160 403 49 403 42 43 15 4 0
split_gain=10.3635 1.63675 0.88299 0.52346 0.48988 0.458629 0.389174 0.292529 0.327897 0.372262 0.302762 0.300736 0.251069 0.233551 0.215578 0.190158 0.158825 0.1576 0.110625 0.110616 0.0746983 0.0645622 0.0544911 0.0497221 0.0427532 0.0364706 0.0358668 0.0306501
threshold=0.10455000000000002 0.27420500000000009 0.053925000000000008 0.079875000000000015 0.12895500000000001 0.083670000000000008 -1.0000000180025095e-35 -0.076734999999999984 -0.048179999999999994 0.040570000000000002 1.0000000180025095e-35 0.09636500000000002 0.090795000000000015 0.12381000000000002 0.078345000000000012 -0.086179999999999993 -0.082234999999999989 -0.41725999999999991 -0.22480499999999998 -0.51511999999999991 -0.42214999999999997 0.092020000000000005 -0.090624999999999983 0.085495000000000015 -1.0000000180025095e-35 -0.45371999999999996 -0.080584999999999976 -0.089594999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 6 25 16 -2 11 9 23 24 15 -12 14 -8 22 21 -6 -17 -20 -21 -4 -1 -9 -10 -3 -14 -24
right_child=1 4 5 -5 17 -7 13 8 10 -11 12 -13 26 -15 -16 18 -18 -19 19 20 -22 -23 27 -25 -26 -27 -28 -29
leaf_value=0.0018265899399658267 0.0014992622199390983 0.0010052312096091153 0.0015989758977151122 0.0010302384430033638 0.00088653663277203209 0.0011576765491501961 0.0012055018212547613 0.0015911308094870243 0.0015830047448446571 0.0011993211132108402 0.0019012307050567476 0.0013889106453036175 0.0016838400466962257 0.0010657308855455078 0.0014850655457914056 0.0014704702188192797 0.0013443416154013852 0.00066423489163473315 0.0015126416439759545 0.0015311155349681017 0.0016479857054612441 0.0014498039807848764 0.0017638447502244402 0.0014613201529336999 0.0014531166308607119 0.0011179962789859155 0.0015458841981331908 0.0016529134803085536
leaf_weight=59 99 66 93 83 94 63 76 69 52 55 52 56 53 59 53 54 69 58 88 73 995 60 61 87 97 85 53 93
leaf_count=59 99 66 93 83 94 63 76 69 52 55 52 56 53 59 53 54 69 58 88 73 995 60 61 87 97 85 53 93
internal_value=0 0.00111539 0.00158157 0.00126293 0.000935118 0.00140874 0.0013301 0.00160622 0.00153753 0.00143581 0.00160733 0.00163025 0.00170956 0.00124083 0.00132063 0.00163973 0.00147983 0.000801943 0.00162326 0.00163036 0.00164003 0.00154071 0.00173312 0.00151896 0.00149868 0.00106894 0.00161519 0.00169708
internal_weight=0 673 2282 370 303 285 287 1997 518 211 307 1479 158 188 129 1423 222 152 1210 1156 1068 153 213 156 149 151 106 154
internal_count=2955 673 2282 370 303 285 287 1997 518 211 307 1479 158 188 129 1423 222 152 1210 1156 1068 153 213 156 149 151 106 154
is_linear=0
shrinkage=0.0032998


Tree=9616
num_leaves=23
num_cat=0
split_feature=4 13 123 0 51 0 4 1375 0 0 0 160 4 0 403 0 0 12 12 4 4 4
split_gain=3.22301 0.647602 0.589886 0.284878 0.228931 0.226383 0.222694 0.14056 0.178205 0.385687 0.129952 0.162902 0.117639 0.107789 0.106897 0.0911801 0.0826438 0.0789469 0.0730629 0.0679337 0.0552995 0.037287
threshold=0.27258000000000004 -0.16392499999999996 1.0000000180025095e-35 -0.068419999999999995 0.078960000000000016 -0.105195 -0.068329999999999988 -0.095554999999999987 -0.14920999999999998 -0.12259499999999998 -0.087359999999999979 -0.0037699999999999995 -0.4950449999999999 -0.081414999999999987 -0.071919999999999984 -0.15184499999999998 -0.036459999999999992 0.086115000000000011 -0.075604999999999992 -0.078929999999999986 0.058025000000000007 -0.083274999999999988
decision_type=2 2 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 12 15 10 -8 -9 -10 17 21 -5 -4 -13 -2 18 -3 -7 -14 -21 -12
right_child=5 2 13 4 -6 16 7 8 9 -11 11 14 19 -15 -16 -17 -18 -19 -20 20 -22 -23
leaf_value=0.00040132801639843134 0.00036108772745693633 0.00089718430420607546 0.00058373043318591126 0.00074336669022018913 0.00043944370720123174 0.00027433331757134566 0.00051105007152099408 0.0008251831956794832 0.00039332905688955984 0.00068735007903945335 0.00054609734190745954 0.0007987065539360247 0.00052145127880298193 0.00040110060973408792 0.00070401546058057986 0.00053024493403284318 0.00032795335417362036 0.00075093259662839583 9.8796345393605312e-05 0.00067859577760500463 0.00055483476747803277 0.00067449377239673909
leaf_weight=97 102 94 61 103 70 53 55 92 52 889 56 267 73 89 276 55 84 79 52 143 60 53
leaf_count=97 102 94 61 103 70 53 55 92 52 889 56 267 73 89 276 55 84 79 52 143 60 53
internal_value=0 0.000666784 0.000677021 0.000689797 0.000614396 0.000327631 0.000707475 0.000676138 0.000684893 0.00067114 0.000748761 0.000726991 0.000646617 0.000475605 0.000750641 0.000420571 0.000250241 0.000830602 0.000187736 0.000610383 0.00064219 0.000608852
internal_weight=0 2609 2512 2362 449 346 1913 1088 1033 941 825 652 379 150 543 157 189 173 105 276 203 109
internal_count=2955 2609 2512 2362 449 346 1913 1088 1033 941 825 652 379 150 543 157 189 173 105 276 203 109
is_linear=0
shrinkage=0.0032998


Tree=9617
num_leaves=29
num_cat=0
split_feature=12 12 13 16 156 133 150 0 0 51 16 14 0 42 160 0 150 13 16 16 42 52 0 1209 52 403 12 13
split_gain=4.54839 1.10575 1.01107 0.865055 0.67964 0.37463 0.234823 0.320199 0.221436 0.184618 0.182653 0.180831 0.174618 0.289773 0.158368 0.157697 0.177647 0.147691 0.147287 0.138425 0.128407 0.10837 0.0852646 0.101891 0.0538461 0.0410976 0.0338966 0.0217622
threshold=0.056995000000000011 0.10383500000000001 -0.00027999999999999998 -0.26194999999999996 0.080810000000000007 -0.083124999999999991 0.082085000000000019 -0.088794999999999985 -0.042499999999999989 0.093530000000000016 0.024125000000000004 0.05884000000000001 -0.098749999999999991 1.0000000180025095e-35 -0.53327999999999987 -0.028049999999999995 1.0000000180025095e-35 -0.36115499999999995 -0.098494999999999985 -0.13800499999999996 -0.087244999999999975 -0.090949999999999989 -0.10998999999999999 0.09111000000000001 0.089735000000000023 -0.012799999999999999 0.088825000000000015 0.0057500000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 -3 9 -1 11 -8 10 15 24 14 17 -14 -2 16 18 -7 -4 -15 25 -6 -22 -24 -5 26 -16 -27
right_child=1 3 4 8 21 12 7 -9 -10 -11 -12 -13 13 19 20 -17 -18 -19 -20 -21 22 -23 23 -25 -26 27 -28 -29
leaf_value=0.00062120394183676122 0.0006827947941761449 0.00024468933226488442 0.00050159987570957694 0.00086259465847697103 0.00096137029085360424 0.00032797971247384029 0.00049766148419998614 0.0008239189531344199 0.00050863592686371307 0.00071861137593407615 0.0005904830238625809 0.0010289094165513825 0.00016360868005119088 0.00028878663009270471 0.0010224029817125836 0.00034952997239611437 0.00040497166697388211 0.00054983454228511722 0.00074484805757405782 0.00052415157280152121 0.00071415986057680938 0.00074700031658391376 0.00084739492174674546 0.00070549681216670022 0.00073627973318505287 0.00092028084198040032 0.00089895131895931831 0.00081677801491225675
leaf_weight=69 69 54 52 90 55 62 52 92 53 56 60 59 99 54 64 55 58 72 60 57 65 53 1197 61 73 60 52 52
leaf_count=69 69 54 52 90 55 62 52 92 53 56 60 59 99 54 64 55 58 72 60 57 65 53 1197 61 73 60 52 52
internal_value=0 0.000803838 0.000512559 0.000627645 0.000633436 0.000398621 0.000835714 0.000706348 0.000702443 0.000547579 0.000748347 0.000846788 0.000353872 0.000293994 0.000840133 0.000504855 0.000554899 0.000447448 0.000632226 0.000409967 0.00084711 0.000856496 0.00083436 0.000840542 0.00080624 0.00092094 0.000967366 0.000872541
internal_weight=0 2153 802 330 389 413 1823 144 276 281 223 1679 344 210 1620 225 170 134 112 111 1551 108 1323 1258 163 228 116 112
internal_count=2955 2153 802 330 389 413 1823 144 276 281 223 1679 344 210 1620 225 170 134 112 111 1551 108 1323 1258 163 228 116 112
is_linear=0
shrinkage=0.0032998


Tree=9618
num_leaves=23
num_cat=0
split_feature=2 12 16 2 2 2 2 457 16 12 481 12 49 12 12 155 403 43 133 43 16 133
split_gain=2.96906 1.55662 0.393695 0.345473 0.370621 0.338228 0.188579 0.515675 0.220284 0.134928 0.133256 0.131767 0.110503 0.103189 0.0905174 0.0899124 0.075171 0.0729628 0.0932619 0.0633112 0.0553654 0.0272501
threshold=0.12026500000000001 -0.041014999999999989 -0.16956499999999999 -0.007134999999999999 0.094985000000000014 0.16002500000000003 0.08895500000000002 0.081330000000000013 0.062910000000000008 0.089485000000000023 -0.086574999999999985 0.089625000000000024 -0.007794999999999999 -0.063029999999999989 0.10411000000000002 0.11245500000000001 -0.024654999999999996 -0.073819999999999983 0.046800000000000008 -0.03898999999999999 -0.44388499999999992 0.087045000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 21 -5 9 8 15 10 13 -4 -10 -3 -2 16 17 -12 18 -8 -19 -14 -1
right_child=5 2 6 4 -6 -7 7 -9 11 -11 14 -13 20 -15 -16 -17 -18 19 -20 -21 -22 -23
leaf_value=0.00027516965809658408 0.0003712019556787965 0.0004102194848420069 0.00052445230186420465 0.00067443494233934654 0.00033444274406145037 9.9185466235171408e-05 0.00055645712090842813 0.0003104811269290855 0.00066981416690375093 0.0004340026617845813 0.00074165821973812881 0.00047654544799535364 0.00061040484638342552 0.00019863951882282752 0.00056274595170313917 0.00074294125628603244 0.00068095603961154725 0.00049315911525683886 0.00069828220767573863 0.00060751310665324858 0.00047864646621605719 0.00016802541551921783
leaf_weight=52 70 88 54 57 92 87 72 60 67 99 363 96 94 85 56 72 671 67 198 337 61 57
leaf_count=52 70 88 54 57 92 87 72 60 67 99 363 96 94 85 56 72 671 67 198 337 61 57
internal_value=0 0.000604908 0.000631575 0.000361254 0.000464743 0.00027733 0.0006461 0.000605949 0.000670834 0.00033821 0.000687136 0.000556203 0.000505125 0.000276798 0.000695163 0.000629666 0.0007023 0.000617513 0.000660593 0.000588636 0.000558779 0.000219463
internal_weight=0 2614 2356 258 149 341 2113 806 1307 254 1144 163 243 155 1090 746 1034 674 270 404 155 109
internal_count=2955 2614 2356 258 149 341 2113 806 1307 254 1144 163 243 155 1090 746 1034 674 270 404 155 109
is_linear=0
shrinkage=0.0032998


Tree=9619
num_leaves=19
num_cat=0
split_feature=1 147 14 160 10 16 51 2 481 51 12 16 4 1 1 4 13 475
split_gain=0.181903 0.117326 0.0726829 0.089493 0.062747 0.100224 0.0952475 0.0605152 0.0963951 0.0731699 0.074319 0.0731803 0.0728486 0.110545 0.149784 0.0690554 0.0520393 0.0260171
threshold=0.12061000000000001 0.090750000000000011 0.082295000000000021 -0.53327999999999987 -0.088499999999999981 -0.06533499999999999 -0.067854999999999985 0.08895500000000002 -0.085629999999999984 -0.086654999999999982 0.094675000000000023 0.066010000000000013 -0.42305999999999994 0.08776500000000001 0.11215000000000001 -0.081864999999999979 -0.15122999999999998 -0.026384999999999995
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 16 -7 8 -5 11 -11 -10 17 15 -15 -14 -6 -9
right_child=4 -3 -4 7 5 6 -8 12 9 10 -12 -13 13 14 -16 -17 -18 -19
leaf_value=0.0010763231724946953 -0.0030650275577208063 -0.00054680326025821591 0.012382171801206501 0.0011413923318996646 0.001894439555037299 0.0038707143093266276 -0.0054993944529700663 0.0064008578669802621 -0.00049597620639162847 0.0086632491946169003 0.0047300387812392684 0.0078242023949329879 0.00068032818005731846 -0.0012790773035138141 0.0076003104255557103 0.0066272515682722554 0.0085509580431253358 0.011211713314143818
leaf_weight=88 55 68 59 68 53 68 56 56 59 963 161 60 61 149 84 672 93 82
leaf_count=88 55 68 59 68 53 68 56 56 59 963 161 60 61 149 84 672 93 82
internal_value=0 0.00632828 0.00651146 0.00637236 0.00209942 0.00315809 -0.000346459 0.00656459 0.00734221 0.00767999 0.00810146 0.00368397 0.00563954 0.00511869 0.00191436 0.0061348 0.00614686 0.0092725
internal_weight=0 2630 2562 2503 325 270 124 2415 1311 1243 1124 119 1104 966 233 733 146 138
internal_count=2955 2630 2562 2503 325 270 124 2415 1311 1243 1124 119 1104 966 233 733 146 138
is_linear=0
shrinkage=0.16829


Tree=9620
num_leaves=14
num_cat=0
split_feature=4 148 151 14 34 151 1 1 4 4 12 16 151
split_gain=0.190669 0.0885592 0.176068 0.0767066 0.0676092 0.0616422 0.0659391 0.0652617 0.0670622 0.0784752 0.0728067 0.0583159 0.0323738
threshold=0.51395000000000002 -1.0000000180025095e-35 -0.081744999999999984 0.073890000000000011 -0.05547499999999999 -0.084639999999999979 0.092755000000000018 0.14114500000000005 0.036605000000000006 0.055765000000000002 -0.086254999999999984 -0.49353499999999995 -0.16180999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 6 12 8 10 -10 -7 -2 -6
right_child=11 3 -4 -5 5 7 -8 -9 9 -11 -12 -13 -14
leaf_value=0.0058053517729831543 0.0015433528766868603 -0.00029066690685828044 -0.0058877525426087787 0.0098642679644884747 0.00096697284468047636 -0.00071960815072728075 -0.0017018477830005787 0.010837462239356815 -0.0027663578450907297 0.0039840586141984017 0.0056389420457283413 -0.0061907312897805725 0.0062861194655117764
leaf_weight=83 53 73 65 86 52 52 79 56 55 412 1769 57 90
leaf_count=83 53 73 65 86 52 52 79 56 55 412 1769 57 90
internal_value=0 0.00468095 0.000657728 0.00489888 0.00473632 0.00488009 0.00217913 0.00513398 0.0049936 0.00318519 0.00545638 -0.00244798 0.00435092
internal_weight=0 2872 148 2724 2638 2565 221 2344 2288 467 1821 110 142
internal_count=2982 2872 148 2724 2638 2565 221 2344 2288 467 1821 110 142
is_linear=0
shrinkage=0.16829


Tree=9621
num_leaves=22
num_cat=0
split_feature=1 39 1 147 10 16 39 2 2 13 2 13 16 1 15 2 48 2 16 16 13
split_gain=3.78203 0.534686 0.413325 0.342619 0.328431 0.301954 0.232433 0.23852 0.219621 0.139137 0.131352 0.121863 0.102893 0.171191 0.0977538 0.0925345 0.0876691 0.0678223 0.05766 0.152485 0.0471623
threshold=0.10921500000000002 0.0047850000000000011 0.13257000000000002 0.089955000000000021 -0.063134999999999983 0.12992000000000004 0.087735000000000021 1.0000000180025095e-35 0.10859000000000001 -0.14847499999999997 0.096685000000000007 -0.09547499999999999 0.15273500000000004 0.096255000000000021 -0.43587999999999999 0.087925000000000017 0.088965000000000002 0.13775000000000001 -0.052039999999999996 0.39813000000000004 -0.0015099999999999998
decision_type=2 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 8 -4 6 7 -2 9 -1 -3 15 13 -13 -6 -11 -9 -16 -10 -20 -14
right_child=2 10 4 -5 14 -7 -8 16 18 11 -12 12 20 -15 17 -17 -18 -19 19 -21 -22
leaf_value=0.000881465839748111 0.00062680281620849129 0.00059332735253852999 4.6170681843275112e-05 0.0004465627153220123 0.00022429732727698599 0.00066660111781591963 0.00023554100211595406 0.00046070585638012046 0.00068098552962237368 0.00069805541196694856 0.00039760367165641783 0.00071917536373789631 0.00073081626351981027 0.00058845525009084115 0.00047878581251193487 0.00050345532069030014 0.00028010625445464184 0.00031088312293139268 0.00043715479662618015 0.00065204359569976636 0.0008376184740304342
leaf_weight=56 65 77 55 58 53 60 66 65 87 57 76 1508 90 121 57 54 56 52 59 98 112
leaf_count=56 65 77 55 58 53 60 66 65 87 57 76 1508 90 121 57 54 56 52 59 98 112
internal_value=0 0.000686021 0.000378226 0.000698624 0.000267233 0.00045531 0.000404863 0.000464755 0.000705129 0.000716644 0.000496335 0.000711873 0.000718412 0.000709487 0.000342067 0.000603702 0.000377414 0.000399009 0.000610691 0.000571514 0.000790208
internal_weight=0 2453 529 2300 217 312 252 186 2242 1998 153 1942 1831 1629 162 111 121 109 244 157 202
internal_count=2982 2453 529 2300 217 312 252 186 2242 1998 153 1942 1831 1629 162 111 121 109 244 157 202
is_linear=0
shrinkage=0.0032998


Tree=9622
num_leaves=17
num_cat=0
split_feature=10 16 2 157 1 49 2 3 16 13 1209 130 130 158 12 49
split_gain=0.101336 0.129115 0.0619473 0.0513263 0.148701 0.121007 0.120225 0.06444 0.0595264 0.0717865 0.0500211 0.0464027 0.0539209 0.0372904 0.0272911 0.0361626
threshold=-0.015289999999999998 -0.085454999999999989 0.14253500000000002 -0.064429999999999987 0.10835000000000002 -0.013329999999999998 0.086625000000000021 0.097775000000000015 -0.48652999999999996 -1.0000000180025095e-35 -0.088289999999999993 -0.083579999999999988 -0.028439999999999997 0.11714000000000001 0.091045000000000015 0.059130000000000009
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 10 -9 -10 -5 -12 -13 -14 15 -8
right_child=2 -3 -4 7 -6 6 14 8 9 -11 11 12 13 -15 -16 -17
leaf_value=-0.0062705572145334643 0.01084372041360719 0.0049069345690291675 0.00025476659756019899 0.0097061166153165138 -0.0051640171410546687 -0.00289627131754585 0.0034271423518857477 0.0029835426569388315 0.0051986491175783564 0.013277298221440251 0.0082214583083495378 -0.00071547721431744688 0.0042371815153937099 0.0081940541834772101 0.0014333414055792539 0.0087874847129909527
leaf_weight=59 61 58 103 52 58 81 77 52 56 73 87 60 1913 71 52 69
leaf_count=59 61 58 103 52 58 81 77 52 56 73 87 60 1913 71 52 69
internal_value=0 -0.000714223 0.00432559 0.00447674 0.00269827 0.00404477 0.00255182 0.0047754 0.00784036 0.00978422 0.00452046 0.00439307 0.00422925 0.00437969 0.00478966 0.00597276
internal_weight=0 117 2865 2762 398 340 279 2364 181 129 2183 2131 2044 1984 198 146
internal_count=2982 117 2865 2762 398 340 279 2364 181 129 2183 2131 2044 1984 198 146
is_linear=0
shrinkage=0.16829


Tree=9623
num_leaves=18
num_cat=0
split_feature=4 40 4 12 132 12 12 1 49 15 4 13 52 1 475 13 13
split_gain=0.115035 0.0626084 0.0611767 0.0711436 0.0650035 0.0874538 0.126279 0.0792661 0.0805872 0.0590868 0.0681691 0.0586026 0.0439051 0.0340929 0.0333465 0.0311576 0.0223653
threshold=0.51395000000000002 0.095825000000000007 -0.35269999999999996 0.095230000000000023 0.098870000000000027 0.083885000000000015 0.083310000000000009 0.081540000000000015 -0.05529499999999999 -0.19631499999999999 0.028075000000000006 0.094890000000000016 1.0000000180025095e-35 0.13546500000000003 -0.010719999999999999 -0.087144999999999986 -0.0066549999999999986
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 6 7 15 -9 -7 11 -11 -12 -2 -1 -4 -6
right_child=13 -3 4 -5 16 9 -8 8 -10 10 12 -13 -14 -15 -16 -17 -18
leaf_value=0.0051777298247602964 0.0012048669111884786 -0.0020704363310664886 0.0029207950429049026 0.0016975774005060552 0.0099495276728954248 0.0093358718935417292 -0.0051450854208528393 0.0047057362848105444 -0.0002081595254043733 0.0045650632226014298 -0.00021795319666299297 0.00097810716069934552 0.003983021720403007 -0.0047083775930145625 0.010489260800265689 0.0080787780693120492 0.005113299368997108
leaf_weight=55 52 53 58 62 55 56 69 138 298 1356 180 144 115 58 93 82 58
leaf_count=55 52 53 58 62 55 56 69 138 298 1356 180 144 115 58 93 82 58
internal_value=0 0.00363826 0.00374622 0.00651962 0.0035223 0.00334227 0.00164995 0.00246705 0.00134304 0.00393101 0.00376138 0.00422191 0.00141362 -0.00189669 0.00852752 0.00595473 0.00748312
internal_weight=0 2872 2819 210 2609 2496 645 576 436 1851 1795 1500 295 110 148 140 113
internal_count=2982 2872 2819 210 2609 2496 645 576 436 1851 1795 1500 295 110 148 140 113
is_linear=0
shrinkage=0.16829


Tree=9624
num_leaves=24
num_cat=0
split_feature=4 12 12 10 51 14 10 159 4 160 12 14 16 51 16 49 40 481 16 49 12 42 4
split_gain=5.55514 1.8318 0.704036 0.406486 0.371082 0.370305 0.302378 0.259439 0.23433 0.194964 0.16472 0.122707 0.0965021 0.0787199 0.0697959 0.050167 0.0493868 0.0473096 0.0539243 0.0278362 0.0159831 0.025167 0.0102652
threshold=0.31392000000000003 0.056995000000000011 0.13642500000000005 -1.0000000180025095e-35 -0.096089999999999981 0.073890000000000011 -1.0000000180025095e-35 0.087930000000000022 0.032770000000000001 0.08431000000000001 -0.0089849999999999982 -0.41608999999999996 -0.44524499999999995 0.031805000000000007 -0.4136149999999999 0.086035000000000014 -0.066629999999999981 -0.087584999999999982 -0.083144999999999983 0.089215000000000017 0.099370000000000014 0.08400500000000001 0.41823000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -5 8 -2 9 15 10 16 -8 22 -12 -10 17 -6 -3 -19 -16 21 -17 -13
right_child=6 2 -4 4 7 -7 11 -9 14 -11 13 12 -14 -15 19 20 -18 18 -20 -21 -22 -23 -24
leaf_value=0.00041408434870807284 0.0001491562141460887 0.00098024701511174829 0.00051678270020723337 0.00087442314339130213 0.00071566580449202778 0.0011352836311134696 0.00053616628191344314 0.00044903867112393021 0.00085717531787037385 0.00055303380059906163 0.00073621361673730716 0.00037513162094653444 0.00024727873518684589 0.00091789108485019707 0.00070357721946550603 0.001010824132684805 0.00056733205515628572 0.0009087878225756868 0.00086110617486650554 0.00078901378405137577 0.0008743042575359109 0.00091776530260828074 0.0004421376088628036
leaf_weight=69 62 53 61 93 52 60 62 65 98 94 57 54 55 54 100 62 54 391 1056 95 52 108 75
leaf_count=69 62 53 61 93 52 60 62 65 98 94 57 54 55 54 100 62 54 391 1056 95 52 108 75
internal_value=0 0.0008242 0.000867594 0.000651846 0.000686751 0.00087789 0.000356002 0.000640239 0.000870208 0.000680087 0.000734961 0.000407991 0.00036461 0.000824915 0.000782893 0.000885045 0.000640432 0.000877792 0.000874015 0.000745381 0.000933892 0.000951912 0.000414362
internal_weight=0 2674 2136 538 469 2075 308 376 2015 311 217 246 184 111 293 1722 106 1500 1447 195 222 170 129
internal_count=2982 2674 2136 538 469 2075 308 376 2015 311 217 246 184 111 293 1722 106 1500 1447 195 222 170 129
is_linear=0
shrinkage=0.0032998


Tree=9625
num_leaves=13
num_cat=0
split_feature=1429 1373 15 15 16 15 13 13 13 151 13 1213
split_gain=0.0710138 0.0649486 0.0742041 0.0602978 0.118839 0.0844811 0.0795581 0.0629848 0.0546137 0.0520405 0.046144 0.0434787
threshold=0.088375000000000009 0.087010000000000018 0.14927500000000002 -0.26361999999999991 -0.42170999999999997 -0.23031999999999997 -0.16392499999999996 -0.0045949999999999993 -0.41895499999999991 0.059255000000000009 -1.0000000180025095e-35 -0.08774499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 8 -6 -7 11 -2 -8
right_child=10 -3 -4 5 7 6 9 -9 -10 -11 -12 -13
leaf_value=0.0051199816204479552 0.0043882957941593394 -0.0025088718839618844 -0.0017879021869351666 0.010333763363283045 0.00072198595336439575 0.0028481320663250624 0.0060849911813091028 -0.0071685687009368304 -0.0047515394845435571 0.0081722512623506795 0.011186895131423116 0.0034730739656657515
leaf_weight=99 62 53 75 55 63 55 200 52 52 77 54 2079
leaf_count=99 62 53 75 55 63 55 200 52 52 77 54 2079
internal_value=0 0.00330798 0.00341845 0.00356204 0.000839242 0.00379273 0.00364594 -0.00283029 -0.000828376 0.0038499 0.00756865 0.00370308
internal_weight=0 2860 2807 2732 214 2518 2463 115 107 2356 116 2279
internal_count=2976 2860 2807 2732 214 2518 2463 115 107 2356 116 2279
is_linear=0
shrinkage=0.16829


Tree=9626
num_leaves=11
num_cat=0
split_feature=39 1429 52 10 1429 151 48 34 1 51
split_gain=0.0791613 0.051154 0.0597932 0.0560604 0.0535981 0.0434454 0.0791824 0.0833043 0.0705417 0.0283188
threshold=0.11334500000000002 0.088375000000000009 -0.54933499999999991 0.057650000000000007 0.084710000000000021 0.072810000000000014 0.08783500000000001 -0.023104999999999997 0.077845000000000011 -0.06533499999999999
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 -4 -8 -3
right_child=-2 9 3 -5 -6 -7 8 -9 -10 -11
leaf_value=0.0069364381684595949 -0.0026085555864599494 0.0092610915016856227 0.0091495953239980766 -0.0020586943945332605 -0.0013908028341015641 0.0065970083694665777 0.0031604334363151314 0.0030590906048644328 -0.00158056952819399 0.003855091101922609
leaf_weight=100 72 56 66 67 81 92 161 2026 198 57
leaf_count=100 72 56 66 67 81 92 161 2026 198 57
internal_value=0 0.00302727 0.002884 0.00273274 0.00285577 0.00299174 0.00285568 0.0032521 0.000540614 0.00655007
internal_weight=0 2904 2791 2691 2624 2543 2451 2092 359 113
internal_count=2976 2904 2791 2691 2624 2543 2451 2092 359 113
is_linear=0
shrinkage=0.16829


Tree=9627
num_leaves=13
num_cat=0
split_feature=8 42 11 11 3 376 2 13 13 3 3 456
split_gain=0.064368 0.0544548 0.0443363 0.150656 0.0634083 0.0519754 0.0509805 0.0377533 0.0689579 0.0526232 0.0465717 0.0446067
threshold=0.084325000000000011 0.14907500000000004 0.079700000000000007 0.086175000000000015 -0.15415499999999996 0.085945000000000008 0.10912000000000001 -0.0059899999999999997 -0.0032799999999999995 0.11391500000000002 -0.09738999999999999 0.089155000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -5 10 -9 -10 -6 -12
right_child=-2 -3 3 6 5 -7 -8 8 9 -11 11 -13
leaf_value=-0.0025386630932855534 -0.0032335089841380163 -0.0026685893066463228 0.012608271945092158 -0.0020659834417625996 -0.0020000661327401622 -0.0018012680465773925 0.0050119275565596796 0.0094420117940158428 0.0038070130262728799 -0.00032877585090773756 0.0026400715223757836 -0.001417247944572211
leaf_weight=70 56 56 54 52 69 74 64 55 638 100 1608 80
leaf_count=70 56 56 54 52 69 74 64 55 638 100 1608 80
internal_value=0 0.00251284 0.00261478 0.00525988 0.0024472 0.0025809 0.00182358 0.00270877 0.0036763 0.00324417 0.00227106 0.00244672
internal_weight=0 2920 2864 170 2694 2624 116 2550 793 738 1757 1688
internal_count=2976 2920 2864 170 2694 2624 116 2550 793 738 1757 1688
is_linear=0
shrinkage=0.16829


Tree=9628
num_leaves=29
num_cat=0
split_feature=1 52 1 12 123 13 481 4 1 151 4 43 123 1455 12 12 4 1 43 1209 1213 4 4 4 1 1 12 13
split_gain=5.84565 1.03801 0.695555 0.565793 0.503939 0.205496 0.183507 0.174854 0.176191 0.320884 0.151087 0.146919 0.139183 0.126885 0.124587 0.102033 0.0927016 0.0841398 0.076388 0.0938055 0.10998 0.0729549 0.0725444 0.0687103 0.0503493 0.0376419 0.0218826 0.0202647
threshold=0.10398500000000001 -0.42606499999999997 0.13707500000000003 0.088325000000000015 1.0000000180025095e-35 -1.0000000180025095e-35 -0.0087899999999999975 -0.080954999999999985 0.085345000000000018 -0.00016499999999999997 0.25367000000000006 -0.062434999999999997 0.084000000000000005 0.088115000000000013 0.085235000000000019 0.094435000000000005 0.38865500000000003 0.11925000000000001 0.058975000000000007 0.087355000000000002 -0.08774499999999999 0.0033150000000000007 -0.077654999999999988 0.061835000000000008 0.090540000000000023 0.078705000000000011 0.078120000000000009 -0.085234999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 6 12 14 18 13 -10 -5 -4 -3 15 27 26 -7 -14 19 20 -8 22 -11 -17 -22 -16 -9 -1
right_child=1 2 11 10 -6 16 7 8 9 21 -12 -13 17 -15 25 23 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00095262145428064778 0.00075757428003569852 0.00015542602043168552 9.606650906072137e-06 0.00067571997970705634 0.00047821325556600722 0.00031614395255710027 0.00093497944938283645 0.00070417271807015638 0.00045955914691253141 0.00061158286762813508 0.00044945654120247545 0.00022100946526015271 0.00042948544175527284 0.000582922816674835 0.00071403672653590829 0.00071059573000381722 0.00049820430937587608 0.00024025887201308403 0.0006602265802287538 0.00065660015429184668 0.00079729154030216867 0.00058256566674294282 0.00075573629863257799 0.0005758632429554391 0.0006977773903929569 0.00082979771045566919 0.000770830929871183 0.00085225978224458721
leaf_weight=58 71 85 56 78 86 52 60 75 83 53 57 101 53 64 96 234 79 52 64 59 368 54 171 54 73 54 531 55
leaf_count=58 71 85 56 78 86 52 60 75 83 53 57 101 53 64 96 234 79 52 64 59 368 54 171 54 73 54 531 55
internal_value=0 0.000379466 0.000335615 0.000400881 0.000727195 0.000325252 0.000736886 0.000725654 0.000703818 0.000640866 0.000580447 0.000145829 0.000255462 0.000727503 0.000819729 0.000737814 0.000426205 0.000336109 0.000771754 0.000784437 0.000799422 0.00069487 0.000721786 0.000685456 0.000780899 0.000755946 0.000762639 0.000904085
internal_weight=0 684 613 456 2292 321 2206 1943 1319 361 135 157 190 958 263 894 131 105 624 560 501 278 224 288 441 150 606 113
internal_count=2976 684 613 456 2292 321 2206 1943 1319 361 135 157 190 958 263 894 131 105 624 560 501 278 224 288 441 150 606 113
is_linear=0
shrinkage=0.0032998


Tree=9629
num_leaves=28
num_cat=0
split_feature=1 52 2 14 2 1 47 52 52 16 15 2 2 1 52 1 15 1212 159 480 1429 133 133 15 15 16 2
split_gain=4.94559 1.21583 0.672255 0.608284 0.448022 0.356316 0.259785 0.20067 0.190628 0.173813 0.142604 0.13262 0.119062 0.109461 0.079393 0.0734701 0.110292 0.0624173 0.0724868 0.0840137 0.0780999 0.0623809 0.15423 0.0490257 0.0855891 0.0421071 0.0376435
threshold=0.10290000000000001 -0.41694999999999993 0.14253500000000002 0.064610000000000015 0.089795000000000014 0.089625000000000024 0.09023500000000001 0.12432000000000001 -0.08403999999999999 -0.105305 0.120215 -0.013084999999999998 0.30739000000000005 0.13707500000000003 0.40945500000000007 0.10711500000000002 -0.075094999999999981 0.11137000000000001 -0.023859999999999996 0.087170000000000011 0.084515000000000021 0.017095000000000003 0.11667000000000001 0.094410000000000008 -0.032144999999999993 -0.067169999999999994 0.10510500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 4 11 10 7 13 -7 -8 21 -1 -4 15 17 -3 -17 18 19 -13 -20 23 26 24 -6 -24 -23
right_child=1 2 12 -5 5 8 9 -9 -10 -11 -12 14 -14 -15 -16 16 -18 -19 20 -21 -22 22 25 -25 -26 -27 -28
leaf_value=0.00063557805585909462 0.00080955323281508467 0.00029862313023352219 0.00027250013775101709 0.0010260091116737746 0.0007292414225328718 0.00067006536081032776 0.00044406826762118801 0.00057398191528613128 0.00040081881281852017 0.00069888441367564396 0.00056254370596959646 0.00099253987038282762 6.2563129694947575e-05 0.00024093822590681572 0.00068905943893879374 0.00037522484721960075 0.00053501648070088234 0.0006967981450199019 0.00081340403147803556 0.00080479372029903986 0.00068116194984157107 0.00084946450167193964 0.00073228349049202549 0.00079982322888901621 0.00060886737251635026 0.00061175320138514211 0.0007562219189447036
leaf_weight=56 91 58 66 95 187 55 53 69 62 68 57 55 54 55 67 132 76 55 913 56 55 160 78 53 106 63 81
leaf_count=56 91 58 66 95 187 55 53 69 62 68 57 55 54 55 67 132 76 55 913 56 55 160 78 53 106 63 81
internal_value=0 0.0004526 0.000401066 0.000766552 0.000755119 0.000698683 0.000453304 0.00041156 0.000527689 0.000587562 0.000724124 0.000795588 0.000178322 0.000376537 0.00080302 0.000404442 0.00043378 0.000809722 0.000815445 0.000898139 0.000805927 0.000736727 0.000766839 0.000703379 0.000685813 0.000678679 0.000818272
internal_weight=0 722 631 2254 2159 902 511 390 117 121 785 1257 120 321 1201 266 208 1134 1079 111 968 728 382 346 293 141 241
internal_count=2976 722 631 2254 2159 902 511 390 117 121 785 1257 120 321 1201 266 208 1134 1079 111 968 728 382 346 293 141 241
is_linear=0
shrinkage=0.0032998


Tree=9630
num_leaves=31
num_cat=0
split_feature=4 12 2 39 42 47 4 2 2 12 4 2 16 14 2 15 52 16 4 42 150 4 1420 16 15 156 4 12 402 49
split_gain=3.40676 1.78777 0.507384 0.507882 0.505919 0.318465 0.412524 0.291849 0.260348 0.246436 0.19225 0.178259 0.170164 0.149988 0.148252 0.0835692 0.0826288 0.123584 0.0801414 0.0782746 0.0771575 0.093456 0.065037 0.0848806 0.0969435 0.0698983 0.0566226 0.0457752 0.0202981 0.0181448
threshold=0.31392000000000003 0.056995000000000011 0.10859000000000001 0.0047850000000000011 0.116275 0.077735000000000012 -0.17568999999999999 0.10202000000000001 0.15305000000000002 0.085625000000000021 0.053330000000000009 -0.007134999999999999 -0.00083999999999999993 -1.0000000180025095e-35 0.14073000000000005 -0.074729999999999977 0.057445000000000003 -0.011849999999999998 -0.005814999999999999 0.083825000000000024 0.081245000000000026 0.51074000000000008 -0.078569999999999987 0.0054050000000000009 -0.074124999999999983 0.081990000000000021 0.066300000000000012 0.084450000000000011 -0.11206999999999999 0.088685000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 9 6 -1 28 13 12 22 -5 16 -2 15 -4 17 27 -8 -18 21 -15 -11 25 -25 -24 -12 -3 -6 -28
right_child=8 4 14 11 7 -7 18 -9 -10 10 26 -13 -14 20 -16 -17 19 -19 -20 -21 -22 -23 23 24 -26 -27 29 -29 -30 -31
leaf_value=0.0010574687042535806 0.0006951209529173696 0.0011916071713893763 0.00054050857317037746 0.0004858723996776441 0.00090837706946795605 0.0011191436983170623 0.00062792453132769958 0.0005546691402741194 0.00031938481662115468 0.0010643113659775979 0.00076963914203423541 0.00072842241227017487 0.0011758276399199995 0.00038513806392875539 0.00042924341834185096 0.00072055761682454135 0.00084848138123895967 0.00095259376717408723 0.00079720685734998198 0.001004160905700447 0.00061851879253017395 0.00057016729184788354 0.00095358447565166839 0.0010007727214098668 0.000868069176998935 0.0010753036657230992 0.00085187979964880544 0.0010439834210991248 0.00080720240191886432 0.00093875047982988949
leaf_weight=58 82 54 52 53 54 52 59 52 52 56 80 93 70 64 52 68 69 98 71 84 64 59 828 83 271 60 95 52 56 54
leaf_count=58 82 54 52 53 54 52 59 52 52 56 80 93 70 64 52 68 69 98 71 84 64 59 828 83 271 60 95 52 56 54
internal_value=0 0.000894711 0.000728278 0.000794944 0.000938584 0.000888682 0.000824749 0.000760302 0.00053465 0.000953347 0.000933489 0.000640615 0.00102428 0.000576132 0.000578462 0.00064283 0.000994464 0.0010395 0.00072065 0.000934183 0.000523767 0.000474178 0.00094926 0.000944044 0.000899283 0.000961848 0.000843942 0.00111952 0.00085719 0.0008836
internal_weight=0 2674 558 386 2116 240 188 162 321 1954 1527 146 427 269 172 120 357 204 130 153 187 123 1298 1242 354 888 229 106 110 149
internal_count=2995 2674 558 386 2116 240 188 162 321 1954 1527 146 427 269 172 120 357 204 130 153 187 123 1298 1242 354 888 229 106 110 149
is_linear=0
shrinkage=0.0032998


Tree=9631
num_leaves=35
num_cat=0
split_feature=4 1 3 0 4 15 4 15 3 156 0 0 1 3 0 15 4 156 52 133 3 0 3 0 155 15 43 2 52 1213 0 2 133 15
split_gain=4.44963 1.30351 0.499177 0.288109 0.280069 0.223768 0.211695 0.21157 0.182411 0.158448 0.137846 0.13516 0.113152 0.0818665 0.0917882 0.0846044 0.0793193 0.0702527 0.0927625 0.0801928 0.0698913 0.0904615 0.0607946 0.056987 0.0706078 0.0515122 0.0441608 0.0459628 0.0408717 0.0474485 0.0383131 0.0267942 0.0254504 0.0253722
threshold=0.31392000000000003 0.093575000000000019 -0.049204999999999992 -0.10998999999999999 -0.17006499999999999 -0.41725999999999991 0.074650000000000008 -0.070009999999999975 -0.072864999999999985 0.083125000000000018 -0.084914999999999977 -0.084154999999999994 0.10950000000000001 0.092005000000000017 -0.087984999999999994 -0.098839999999999983 0.42642000000000008 0.088735000000000022 0.10400000000000002 0.035950000000000003 -0.086284999999999987 -0.085674999999999987 -0.088734999999999994 -0.06612999999999998 0.10222000000000002 -0.47129499999999996 0.062770000000000006 0.092725000000000016 0.090785000000000018 -0.085714999999999986 -0.085719999999999977 0.087605000000000002 0.017095000000000003 0.096415000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 10 16 -4 25 7 12 11 13 -3 20 -6 14 15 -10 -2 18 28 -20 21 22 31 33 -25 -5 27 30 29 -13 -22 -1 -16 -12
right_child=3 2 4 5 6 -7 -8 -9 9 -11 23 17 -14 -15 32 -17 -18 -19 19 -21 26 -23 -24 24 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35
leaf_value=0.00085873878547641379 0.00033143167546837674 0.00050333934090585552 0.0006703514526848472 0.00034941366075693048 0.00052180516075834844 3.7050893615909154e-05 0.00060385796370147936 0.00019088630921660599 0.00064643830558426508 0.00080334020959445794 0.0007886901268088014 0.00064082852768659697 0.00033058778019662781 0.00052336171877568336 0.00057198322194645425 0.00081621176277453511 0.00050218924792354205 0.00061591356927686452 0.00054908085735757433 0.00071877396476839053 0.00076705060607785806 0.00071428345589699541 0.00095159844025490415 0.00056340078476893683 0.00072005954451215379 0.00021823652450029995 0.00066183873372907716 0.00068257702604954454 0.00082321630142755391 0.00074726781634752747 0.00086306507338231898 0.00076592558573527494 0.00065785014683011043 0.00068420078159317423
leaf_weight=103 69 56 59 62 75 61 52 55 68 86 65 56 64 55 90 67 55 69 55 76 320 68 58 70 63 74 53 65 75 483 61 67 84 56
leaf_count=103 69 56 59 62 75 61 52 55 68 86 65 56 64 55 90 67 55 69 55 76 320 68 58 70 63 74 53 65 75 483 61 67 84 56
internal_value=0 0.000693923 0.000560373 0.000282565 0.000465194 0.000203775 0.000415846 0.000365269 0.000733796 0.000674289 0.000653903 0.000750416 0.000434016 0.000643703 0.000665008 0.000730957 0.000407455 0.000719974 0.000729564 0.000647798 0.000781542 0.000823097 0.000855396 0.000686959 0.000637872 0.000278297 0.000756821 0.000768029 0.000746952 0.000736275 0.000782515 0.000822367 0.000613639 0.000740623
internal_weight=0 2674 615 321 305 197 246 194 2059 450 310 1609 139 364 309 135 124 814 745 131 795 296 228 254 133 136 499 446 614 539 381 170 174 121
internal_count=2995 2674 615 321 305 197 246 194 2059 450 310 1609 139 364 309 135 124 814 745 131 795 296 228 254 133 136 499 446 614 539 381 170 174 121
is_linear=0
shrinkage=0.0032998


Tree=9632
num_leaves=28
num_cat=0
split_feature=1 3 4 4 2 52 3 481 51 3 1 13 15 4 49 4 1 4 4 1 3 15 1213 13 4 4 13
split_gain=3.70363 0.873876 0.548473 0.436919 0.330433 0.248334 0.226264 0.161888 0.146588 0.146369 0.114798 0.15142 0.140853 0.107036 0.0835097 0.17277 0.141132 0.0785158 0.0721698 0.0691135 0.0656135 0.0527329 0.0507786 0.0460969 0.073164 0.0208632 0.0107155
threshold=0.095920000000000019 -0.049204999999999992 0.25367000000000006 -0.17006499999999999 0.14870000000000003 0.095185000000000006 -0.072864999999999985 -0.085814999999999989 -0.096089999999999981 0.088880000000000015 0.090195000000000011 -0.11760499999999999 0.089955000000000021 -0.040394999999999993 -0.0019649999999999997 0.078235000000000013 0.13300500000000001 0.054720000000000012 0.074650000000000008 0.10921500000000002 -0.0024599999999999995 0.10609500000000001 -1.0000000180025095e-35 -0.06286499999999999 -0.013049999999999997 0.056640000000000003 0.060680000000000005
decision_type=2 2 2 2 2 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 13 -3 5 14 7 -1 -8 20 11 -9 -12 26 19 -16 -17 21 -19 -5 23 22 -13 -10 -25 -15 -2
right_child=1 3 -4 4 -6 -7 8 10 9 -11 12 17 -14 25 15 16 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=0.00092240377626464515 0.00082457015855606894 0.00069726108642164156 0.00042422930338139659 0.00052720031788326368 0.00019446325343750828 0.0006112384548511748 0.0008219372074528636 0.0009532664214319883 0.00073864502766818351 0.00054176265855075656 0.00055822965940422766 0.00075058305887901568 0.00076928902603222091 0.00060170048527736033 0.00017809877720632188 0.00052751328815952149 0.00030128321573793832 0.0006019251815478294 0.00076367953972736281 0.00037361632942278696 0.00080441913410548573 0.00068002514834837667 0.00080203406548989332 0.00054096082795413618 0.00069537762188177997 0.00069818475037824752 0.00075094236406247536
leaf_weight=86 58 55 98 66 82 66 88 56 95 79 60 312 87 67 52 57 66 55 76 67 60 56 873 54 102 52 70
leaf_count=86 58 55 98 66 82 66 88 56 95 79 60 312 87 67 52 57 66 55 76 67 60 56 873 54 102 52 70
internal_value=0 0.000505475 0.000633988 0.00041864 0.000384958 0.00042663 0.000762467 0.000780854 0.000698499 0.000670556 0.000773102 0.000782313 0.000683382 0.00071707 0.000386956 0.000338769 0.000406408 0.00077531 0.000696036 0.000450096 0.000703159 0.00078365 0.000788517 0.000678813 0.000642151 0.000644158 0.00078458
internal_weight=0 856 345 511 456 374 2139 1661 478 390 1575 1428 147 247 308 175 123 1372 131 133 311 1241 1185 251 156 119 128
internal_count=2995 856 345 511 456 374 2139 1661 478 390 1575 1428 147 247 308 175 123 1372 131 133 311 1241 1185 251 156 119 128
is_linear=0
shrinkage=0.0032998


Tree=9633
num_leaves=22
num_cat=0
split_feature=40 1 4 41 4 43 1447 133 3 0 1 43 1 484 484 484 0 4 52 4 0
split_gain=0.103634 0.0703986 0.11555 0.0864979 0.0653952 0.0656968 0.0836921 0.0649883 0.110821 0.0734696 0.146001 0.128907 0.0809882 0.0538449 0.13738 0.0463092 0.0407672 0.040019 0.0405768 0.0393962 0.0261191
threshold=1.0000000180025095e-35 0.087055000000000007 -0.44205499999999992 0.079395000000000007 -0.15615999999999999 -0.085079999999999975 -0.085644999999999985 -0.23178999999999997 0.3148450000000001 -0.082844999999999988 0.10246000000000001 -0.00088499999999999983 0.089625000000000024 -0.058209999999999991 -0.08261499999999998 0.013080000000000003 -0.18713499999999997 0.0047050000000000008 -0.14709999999999998 -0.081929999999999989 -0.079794999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 -4 17 -7 -3 9 10 11 -9 -11 14 -8 -14 -12 18 -6 -15 -20
right_child=-2 3 4 -5 5 6 13 8 -10 12 16 -13 15 19 -16 -17 -18 -19 20 -21 -22
leaf_value=0.01166433196357888 -0.0012494643197976157 0.0094751361373872234 -0.00060761130632852329 -0.0023741664013374932 0.011242830700337426 0.01023803862231693 0.004874312782901514 0.0028445099804514247 -0.0036711663753408318 0.011306025193283298 0.0091114568756856425 -0.0058835630493806806 0.0051666713835612638 0.0026712637243660204 -0.0055478844094155304 0.00025143333873523514 0.0038777950278420549 0.0030443903837618839 0.0058242022557089641 0.0052842015996716488 0.0097386688808398202
leaf_weight=78 87 58 56 64 76 70 106 108 55 57 60 86 485 214 54 62 150 61 204 738 66
leaf_count=78 87 58 56 64 76 70 106 108 55 57 60 86 485 214 54 62 150 61 204 738 66
internal_value=0 0.00462899 0.00531792 0.00362577 0.0050159 0.00521522 0.00457592 0.00396992 0.00366785 0.00407007 0.00230538 -0.00101538 0.00524745 0.00421788 0.00134559 0.00461284 0.00538168 0.00706743 0.0077715 0.00469873 0.00678773
internal_weight=0 2908 1723 1185 1645 1589 1182 1121 1063 1008 404 194 604 1112 160 547 210 407 346 952 270
internal_count=2995 2908 1723 1185 1645 1589 1182 1121 1063 1008 404 194 604 1112 160 547 210 407 346 952 270
is_linear=0
shrinkage=0.16829


Tree=9634
num_leaves=13
num_cat=0
split_feature=40 2 13 11 11 52 13 3 52 3 3 12
split_gain=0.0717979 0.0687978 0.0671121 0.0717212 0.097419 0.0966273 0.0514625 0.0875559 0.0699773 0.080481 0.06862 0.055624
threshold=1.0000000180025095e-35 0.25063000000000007 0.26838000000000006 0.086175000000000015 0.079700000000000007 -0.082174999999999984 -0.011694999999999999 -0.082824999999999982 -0.43279999999999996 -0.13827999999999999 -0.082204999999999986 0.083785000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 7 11 -8 -10 -9 -1
right_child=-2 -3 -4 5 -6 -7 8 10 9 -11 -12 -13
leaf_value=0.009951887382412811 -0.001039192461061864 -0.0019691390219403271 0.0099201181115289652 0.0047471033525824423 0.011129320697279581 -0.0046528409787585275 0.0087486331893672879 -0.00080172799813865258 -0.0037984594100244707 0.00294583241320873 0.0040222594947915708 0.0054394272089112131
leaf_weight=97 87 56 53 60 54 64 55 90 53 856 1059 411
leaf_count=97 87 56 53 60 54 64 55 90 53 856 1059 411
internal_value=0 0.00385102 0.00396593 0.00385254 0.00403597 -8.99922e-05 0.00388914 0.00445996 0.00290611 0.00255062 0.00364284 0.0063046
internal_weight=0 2908 2852 2799 2675 124 2621 1657 964 909 1149 508
internal_count=2995 2908 2852 2799 2675 124 2621 1657 964 909 1149 508
is_linear=0
shrinkage=0.16829


Tree=9635
num_leaves=22
num_cat=0
split_feature=44 1211 475 1429 4 3 1213 1212 1 1 1 41 3 3 2 52 1 2 3 2 3
split_gain=0.11383 0.0971867 0.0968316 0.145147 0.0748622 0.063331 0.0753527 0.142966 0.0666132 0.109829 0.06039 0.0567213 0.0642429 0.134897 0.0536593 0.0424502 0.0387883 0.0701986 0.0643123 0.0233964 0.0153035
threshold=0.081710000000000019 0.076895000000000019 -0.086659999999999987 0.082890000000000005 -0.081244999999999998 -0.046079999999999989 -0.091529999999999986 -1.0000000180025095e-35 0.094385000000000011 0.08845500000000002 0.10638500000000002 0.079160000000000008 -0.13117499999999996 -0.15500999999999998 0.090755000000000016 0.51348500000000008 0.12646500000000002 0.10859000000000001 0.10661500000000002 0.086365000000000011 -0.00083499999999999991
decision_type=2 2 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 7 -4 9 14 -10 12 13 -8 -7 -14 17 -12 -18 -6 -16
right_child=-2 4 5 -5 19 8 11 -9 10 -11 16 -13 15 -15 20 -17 18 -19 -20 -21 -22
leaf_value=0.0020987391709748802 0.011256699202188261 0.012561519654210578 0.0039391789158527476 0.013523940168632127 0.0023514663951911229 -0.0018523515586865464 0.0034945060568328211 -0.007421025750560967 -0.003369856255010979 0.010502500028002954 0.00832851777452563 -0.00063794125199380511 0.0032582431714742481 0.01320671097801044 0.0020867020236970939 0.007334297425122995 -0.0039169106564335534 0.00074532335773586176 0.0022611025654548588 0.0071943397045403888 0.0062194517435003385
leaf_weight=66 52 52 79 61 57 70 119 52 101 53 52 84 1448 62 53 77 81 105 116 59 52
leaf_count=66 52 52 79 61 57 70 119 52 101 53 52 84 1448 62 53 77 81 105 116 59 52
internal_value=0 0.0032974 0.00305459 0.00760058 0.00723388 0.00283219 0.00332777 -0.000556501 0.00143568 0.00378408 0.000254955 0.00361304 0.00382341 0.00683126 0.0017391 0.00346523 0.00129423 0.0032684 -0.000269976 0.00483014 0.00415051
internal_weight=0 2899 2731 127 168 2604 1921 131 683 228 455 1790 1706 181 175 1525 354 157 197 116 105
internal_count=2951 2899 2731 127 168 2604 1921 131 683 228 455 1790 1706 181 175 1525 354 157 197 116 105
is_linear=0
shrinkage=0.16829


Tree=9636
num_leaves=12
num_cat=0
split_feature=3 3 0 3 10 475 3 393 3 13 2
split_gain=0.0825593 0.130661 0.0740096 0.0582768 0.0861761 0.0554878 0.079351 0.0684301 0.0512324 0.0464524 0.0406212
threshold=-0.13117499999999996 -0.15327499999999997 0.10446500000000002 0.41720500000000005 -0.085474999999999982 -0.094899999999999998 -0.10115999999999999 0.10135500000000001 -0.23394499999999999 -0.052124999999999998 0.10803500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -2 -6 -7 9 10 -8 -1
right_child=2 -3 -4 -5 5 6 7 -9 -10 -11 -12
leaf_value=0.0090828427294162937 -0.0035894248540568009 0.010933689425351188 -0.0027849805335696913 0.0083030409587939082 0.0074012055300265141 -0.002278963565374356 0.0033497432780246754 0.0085253699232564484 0.00044466850268168426 0.0018080522136512673 0.0024348890348731035
leaf_weight=53 62 89 71 52 71 90 1237 58 100 1015 53
leaf_count=53 62 89 71 52 71 90 1237 58 100 1015 53
internal_value=0 0.00553693 0.00256285 0.00271043 0.00259491 0.00275081 0.00261249 0.00280384 0.0031966 0.00265568 0.00577582
internal_weight=0 295 2656 2585 2533 2471 2400 2310 206 2252 106
internal_count=2951 295 2656 2585 2533 2471 2400 2310 206 2252 106
is_linear=0
shrinkage=0.16829


Tree=9637
num_leaves=22
num_cat=0
split_feature=4 39 150 42 9 14 0 15 42 12 42 132 1429 1375 4 12 4 4 15 133 151
split_gain=4.74156 1.33575 0.731497 0.629278 0.457311 0.297729 0.278103 0.245095 0.203598 0.179535 0.1702 0.151286 0.168304 0.0978324 0.0618167 0.0511288 0.0451206 0.0348479 0.0327541 0.0326711 0.0148223
threshold=0.31392000000000003 0.08252000000000001 0.089810000000000015 0.08351500000000002 1.0000000180025095e-35 0.073890000000000011 -0.11167499999999998 -0.087284999999999988 0.094540000000000013 0.096990000000000007 0.11557000000000002 0.08696000000000001 0.086095000000000019 0.081685000000000021 0.028075000000000006 0.088185000000000013 -0.025824999999999997 0.42405000000000009 -0.081149999999999986 0.085895000000000013 -0.078754999999999978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 6 9 17 20 -8 11 14 12 13 -1 18 -13 -9 -2 -11 -5 -3
right_child=4 7 3 19 -6 -7 8 16 -10 10 -12 15 -14 -15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.00072903242856394226 0.00027166635723193826 0.00059370306414640065 0.00025293364022085192 0.00059941689313959925 0.00054637352421374593 0.0009138035482776965 1.6274515305731618e-05 0.00025323018819017933 0.00026636137378013814 0.00079558087336480902 0.00052377587840227451 0.00054251683786438892 0.00088735058987280443 0.00084518449818849698 0.00061295575231083655 0.00068198380883210214 0.00039317390758408305 0.00038956294571732767 0.00069764909702562023 0.00072266812765615809 0.0005059649225429032
leaf_weight=1402 60 52 67 52 52 91 92 53 58 52 83 53 87 88 90 74 52 56 231 54 52
leaf_count=1402 60 52 67 52 52 91 92 53 58 52 83 53 87 88 90 74 52 56 231 54 52
internal_value=0 0.000689698 0.000711545 0.000504109 0.000262937 0.000727472 0.000207396 0.000436147 0.00011321 0.000719605 0.000660685 0.000735352 0.000744293 0.000735916 0.000691055 0.000624058 0.000322871 0.000328886 0.000715768 0.000662538 0.000550173
internal_weight=0 2633 2424 173 318 2251 266 209 150 2160 456 1704 1577 1490 373 127 105 116 283 106 104
internal_count=2951 2633 2424 173 318 2251 266 209 150 2160 456 1704 1577 1490 373 127 105 116 283 106 104
is_linear=0
shrinkage=0.0032998


Tree=9638
num_leaves=19
num_cat=0
split_feature=1212 3 45 12 12 0 2 0 15 16 43 15 456 12 1203 1213 133 4
split_gain=0.0691488 0.0968248 0.0670311 0.0793869 0.18362 0.0952737 0.0766163 0.074238 0.0739812 0.0798834 0.0584736 0.0593238 0.0580203 0.0561858 0.0551278 0.0393285 0.0630849 0.0213146
threshold=0.083355000000000026 -0.091694999999999985 1.0000000180025095e-35 0.08400500000000001 0.082425000000000012 0.10446500000000002 0.13751000000000005 0.044695000000000006 -0.10981499999999998 -0.16153499999999996 -0.116045 0.021950000000000001 0.087410000000000002 0.089995000000000006 0.088010000000000019 -0.086844999999999992 -0.0094199999999999978 -0.078454999999999983
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 7 8 10 13 -10 -1 -12 14 -5 -11 -3 -17 -18
right_child=1 15 -4 6 -6 -7 -8 -9 9 12 11 -13 -14 -15 -16 16 17 -19
leaf_value=0.0071181321939985118 0.01189813093329439 0.0079580034410793293 0.0083629762036129471 0.0024072052959505917 -0.0058283093158531182 -0.0041477540572745662 -0.002664950277417746 0.0083545465966333322 -0.0017570764531014409 0.0028287821797935973 0.00087996734214373343 0.0058159204502025224 0.0080728330132443758 0.0091721248861907044 0.008386634130085998 -0.00035674997194947089 0.0079752357942519808 0.0031689403887536463
leaf_weight=59 52 54 56 54 95 65 62 58 94 1284 512 80 69 102 53 94 54 54
leaf_count=59 52 54 56 54 95 65 62 58 94 1284 512 80 69 102 53 94 54 54
internal_value=0 0.00526065 0.00258918 0.0024635 0.00114943 0.00200819 0.00312714 0.00257509 0.00334507 0.0029802 0.00205742 0.00155002 0.0032982 0.00684194 0.00305044 0.00390539 0.00281312 0.00558872
internal_weight=0 308 2643 2587 869 774 1718 709 1656 1500 651 592 1406 156 1337 256 202 108
internal_count=2951 308 2643 2587 869 774 1718 709 1656 1500 651 592 1406 156 1337 256 202 108
is_linear=0
shrinkage=0.16829


Tree=9639
num_leaves=12
num_cat=0
split_feature=1373 44 0 1211 1425 1212 159 51 2 1212 0
split_gain=0.0640993 0.0740583 0.0740072 0.059359 0.0545372 0.0523268 0.0501987 0.0585593 0.0954465 0.0521602 0.0187621
threshold=0.085770000000000013 1.0000000180025095e-35 -0.195045 0.076895000000000019 0.082985000000000017 0.090435000000000015 -0.45963999999999994 0.11178000000000002 0.09036000000000001 0.091640000000000013 -0.23089999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 6 -5 -4 9 -9 -8 -1
right_child=-2 -3 3 5 -6 -7 7 8 -10 -11 -12
leaf_value=-2.4466643423549994e-05 0.0081444450032013647 0.0085232625719194009 0.006172656350981528 0.0089353839627375024 0.0072044996085780131 0.0028716679683730246 0.0019325255651770361 -0.0070849762977761377 0.0017721067813633341 0.0062414699057359718 -0.0043886620978566835
leaf_weight=62 54 53 80 70 59 98 2189 53 98 83 52
leaf_count=62 54 53 80 70 59 98 2189 53 98 83 52
internal_value=0 0.00227873 0.00216172 0.00233746 0.00213535 0.00540891 0.00201515 0.00187714 -0.00132477 0.00209073 -0.00203091
internal_weight=0 2897 2844 2730 2562 168 2503 2423 151 2272 114
internal_count=2951 2897 2844 2730 2562 168 2503 2423 151 2272 114
is_linear=0
shrinkage=0.16829


Tree=9640
num_leaves=30
num_cat=0
split_feature=12 2 2 2 2 12 150 0 0 2 12 0 43 0 13 123 15 159 0 42 133 0 2 1213 0 133 0 0 15
split_gain=6.29928 2.28247 1.32662 1.32391 0.94241 0.485242 0.404989 0.366357 0.338474 0.301405 0.288629 0.263195 0.227267 0.220729 0.195333 0.269016 0.179386 0.172905 0.155666 0.150931 0.121374 0.0967155 0.0971296 0.092545 0.0725048 0.0488507 0.0224663 0.02218 0.0168562
threshold=0.056995000000000011 0.11693000000000002 0.072175000000000017 0.123795 0.095850000000000005 0.098785000000000012 0.082965000000000025 0.11160500000000002 -0.024974999999999997 0.090020000000000017 -1.0000000180025095e-35 -0.22480499999999998 -0.0068849999999999996 -0.067969999999999989 -0.36115499999999995 0.088305000000000008 0.092495000000000008 0.03981500000000001 -0.045139999999999993 0.088185000000000013 0.08759500000000002 -0.095909999999999981 0.095785000000000023 -0.077179999999999985 -0.084914999999999977 0.086100000000000024 -0.079119999999999982 -0.074249999999999997 -0.040119999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 5 11 7 10 9 24 13 -6 -4 17 19 -3 27 -14 25 21 20 -2 -7 26 -21 -1 -11 -23 -16 -24
right_child=3 14 4 -5 6 18 -8 -9 -10 12 -12 -13 16 -15 15 -17 -18 -19 -20 23 -22 22 28 -25 -26 -27 -28 -29 -30
leaf_value=0.00051487351374285967 0.0010656749257297031 0.00020588453689443325 0.0008760767059534598 0.00058297431508184624 0.0006216819799660893 0.00076729706583114556 0.0004653945157406307 0.0012503616146323949 0.00030130268456326955 0.00098742284382225616 0.00091620254044276516 0.0011680909598815342 0.00068439801593254621 0.00080560061858690215 0.00044758290514039582 0.00020763879207586205 0.00093874018426247613 0.0011208651555382398 0.00069594641077629473 0.001084210642858625 0.00095786911275416286 0.0010294108256094002 0.00080063967775566736 0.00093437297221190022 0.00068802569161415981 0.00088409906629739797 0.00093110030272035077 0.00054612458690455874 0.00089221430978324398
leaf_weight=55 655 80 58 102 64 61 58 59 65 84 87 85 75 56 59 52 53 59 56 58 147 67 58 275 56 167 63 55 58
leaf_count=55 655 80 58 102 64 61 58 59 65 84 87 85 75 56 59 52 53 59 56 58 147 67 58 275 56 167 63 55 58
internal_value=0 0.000603517 0.000725888 0.000950768 0.000842987 0.000969042 0.000701247 0.000992713 0.000491492 0.00098336 0.000791606 0.0010499 0.000908546 0.00101084 0.000340723 0.000405493 0.000789987 0.000957386 0.00085887 0.00102094 0.00104596 0.000888474 0.000918378 0.000960577 0.000602547 0.000918818 0.000982039 0.000495434 0.000846731
internal_weight=0 774 528 2153 352 2051 209 1688 176 1629 151 143 438 1191 246 166 128 310 363 1135 802 307 246 333 111 251 130 114 116
internal_count=2927 774 528 2153 352 2051 209 1688 176 1629 151 143 438 1191 246 166 128 310 363 1135 802 307 246 333 111 251 130 114 116
is_linear=0
shrinkage=0.0032998


Tree=9641
num_leaves=29
num_cat=0
split_feature=1 3 12 3 3 12 12 2 1 3 50 12 0 0 0 3 1209 0 3 43 0 52 403 12 0 0 51 0
split_gain=2.54021 0.992339 0.249442 0.2022 0.318879 0.18126 0.163466 0.15914 0.128492 0.123829 0.1129 0.105832 0.226179 0.172252 0.0991806 0.0935261 0.0981809 0.0721102 0.0604779 0.0567817 0.053909 0.0397549 0.0376641 0.0633096 0.0372052 0.028885 0.0797657 0.0210642
threshold=0.095920000000000019 -0.031895 0.085845000000000019 0.3148450000000001 0.076825000000000018 -0.079959999999999989 0.10682000000000001 0.10669500000000001 0.089825000000000002 0.13772500000000001 0.08956500000000002 0.09253500000000002 -0.032274999999999991 -0.069919999999999996 -0.047019999999999999 0.084670000000000009 0.086665000000000006 -0.14820499999999998 -0.07822999999999998 -0.17307499999999998 -0.22984499999999997 -0.15365999999999999 -0.036619999999999993 0.098595000000000016 -0.074679999999999983 -0.084324999999999997 -0.045524999999999989 -0.071299999999999988
decision_type=2 2 2 2 2 2 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 24 25 8 11 20 18 12 15 19 21 16 17 -1 -10 -13 -6 -9 -21 -24 -3 -4 -27 -23
right_child=1 3 6 -5 9 -7 -8 14 10 -11 -12 13 -14 -15 -16 -17 -18 -19 -20 22 -22 27 23 -25 -26 26 -28 -29
leaf_value=0.00070010310820838918 0.00026373133140728298 0.00017768821428279811 0.00046775321370946327 8.4530529288697796e-05 0.00034968112729232774 0 0.00037213194116698277 0.00041637901703071276 0.00033941734558470008 0.00024870657319079627 0.00056851142961844136 0.00063452021994458811 0.00075174212628588378 0.0003312023893458764 0.00033185656758093213 0.00042529031196234668 0.00044069145043354788 0.00057099198048589524 0.00047951644565487187 0.0004436364924540121 0.00050088414492270724 0.00047292563309929897 0.00059608454300038346 0.00045861219739686758 0.00029196504455801872 0.00048069627158921186 0.00062968988751668786 0.00056609519870710076
leaf_weight=52 65 76 52 94 53 54 92 53 63 72 91 58 75 52 54 53 63 1048 79 63 55 52 99 63 56 75 90 75
leaf_count=52 65 76 52 94 53 54 92 53 63 72 91 58 75 52 54 53 63 1048 79 63 55 52 99 63 56 75 90 75
internal_value=0 0.000324389 0.000450714 0.000221604 0.000256712 0.00016055 0.000489933 0.00053988 0.000550183 0.000355884 0.000476696 0.000560692 0.000574462 0.000507521 0.000457877 0.000563499 0.000569767 0.000577127 0.000417608 0.000539795 0.000427009 0.000495488 0.00051522 0.000542841 0.000226436 0.000539714 0.000562179 0.000528224
internal_weight=0 834 374 460 366 186 309 2093 1859 180 233 1626 1291 335 234 1216 1163 1100 142 283 108 180 225 162 132 217 165 127
internal_count=2927 834 374 460 366 186 309 2093 1859 180 233 1626 1291 335 234 1216 1163 1100 142 283 108 180 225 162 132 217 165 127
is_linear=0
shrinkage=0.0032998


Tree=9642
num_leaves=12
num_cat=0
split_feature=13 123 49 151 484 484 484 11 11 1456 16
split_gain=0.128821 0.0954442 0.0935969 0.07479 0.0688394 0.133292 0.0628219 0.0562678 0.0726741 0.0494076 0.0191459
threshold=-0.39817499999999995 0.09394000000000001 -0.15447499999999997 0.05680000000000001 0.088465000000000016 0.085515000000000022 0.11749000000000001 0.07604000000000001 0.087830000000000005 -0.083354999999999999 -0.17773999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 -2 4 5 7 -6 9 -9 -4 -1
right_child=1 -3 3 -5 6 -7 -8 8 -10 -11 -12
leaf_value=-0.0044770590080793482 0.0093390109988780376 -0.0027883971304122276 0.0080023667016495253 -0.0011385379532154556 0.0095572906217998386 -0.0039435275802007881 0.0034884875188984348 -0.0033478727683122402 0.003468765992459585 0.0036381640903416536 -0.00027058695073107466
leaf_weight=53 78 68 77 98 101 69 95 74 110 2029 75
leaf_count=53 78 68 77 98 101 69 95 74 110 2029 75
internal_value=0 0.00342461 0.00357997 0.00340997 0.00358514 0.00333181 0.00662495 0.00355181 0.000717528 0.00379858 -0.00202637
internal_weight=0 2799 2731 2653 2555 2359 196 2290 184 2106 128
internal_count=2927 2799 2731 2653 2555 2359 196 2290 184 2106 128
is_linear=0
shrinkage=0.16829


Tree=9643
num_leaves=31
num_cat=0
split_feature=1 12 4 0 133 150 0 39 11 159 4 4 15 4 1 4 4 48 15 133 12 133 15 52 2 12 130 4 52 4
split_gain=2.74586 0.97429 0.44638 0.24074 0.220431 0.16987 0.231571 0.163588 0.122872 0.122373 0.119528 0.116137 0.129183 0.152636 0.0759419 0.0651655 0.214152 0.0585926 0.0922431 0.104568 0.0709796 0.0655179 0.057794 0.0475004 0.0433552 0.0392159 0.0314826 0.0533506 0.0244995 0.0328098
threshold=0.095920000000000019 0.085845000000000019 0.31392000000000003 -0.081294999999999992 -1.0000000180025095e-35 0.089810000000000015 -0.088084999999999983 0.096625000000000016 1.0000000180025095e-35 0.090695000000000012 0.0051950000000000008 -0.17006499999999999 -0.088819999999999982 0.066300000000000012 0.12895500000000001 -0.46195999999999998 -0.10429499999999998 0.084565000000000015 -0.088819999999999982 -1.0000000180025095e-35 0.091585000000000014 0.10421000000000001 -0.26361999999999991 -0.0041949999999999991 0.088105000000000003 0.093815000000000023 0.090415000000000009 -0.080584999999999976 0.0062600000000000008 -0.041239999999999992
decision_type=2 2 2 2 2 2 2 2 2 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 25 5 -2 8 -7 11 17 10 15 -6 14 -14 22 -5 -17 18 19 -1 21 -20 -13 -21 -19 -3 27 -18 29 -27
right_child=1 2 -4 9 7 6 -8 -9 -10 -11 -12 12 13 -15 -16 16 26 24 20 23 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.00051442485484179488 1.3376048752837749e-05 0.00058009394161857646 0.00020009809263757096 0.00057976986946743473 0.0004044820303793483 0.00026120324987508883 0.00055191764226100596 9.104578264154564e-05 0.00070263983720158575 0.00058511269456987627 0.00033605893981844044 0.0004236255647322221 6.7211274565834536e-05 0.00029650578261647192 0.00019362450408857678 0.00025963516251774094 0.00055735212310951867 0.00054977562050083763 0.00054491983873887061 0.00076493804087383161 0.00063823175540633314 0.00042191359860864659 0.00027738776591576005 0.00062543965684619493 0.00044724022251355024 0.00050066749812459788 0.00042179494690829995 0.00047165262024207626 0.00053951101905046976 0.00039705650412413563
leaf_weight=57 58 56 69 60 52 52 72 77 64 97 79 52 82 52 60 52 117 95 615 54 86 54 74 63 98 79 82 296 56 67
leaf_count=57 58 56 69 60 52 52 72 77 64 97 79 52 82 52 60 52 117 95 615 54 86 54 74 63 98 79 82 296 56 67
internal_value=0 0.000296169 0.000436701 0.000520198 0.00020546 0.000547732 0.000430289 0.000230194 0.000559981 0.000474087 0.000458336 0.000258902 0.000235135 0.000156454 0.00029163 0.000474192 0.000462547 0.000551812 0.000562976 0.00063277 0.000546844 0.000535044 0.000338019 0.000690125 0.000497894 0.000499841 0.000483792 0.000496016 0.000477419 0.000453361
internal_weight=0 834 327 2093 507 1310 124 449 1186 783 686 372 320 134 186 607 547 1122 929 174 755 669 126 117 193 258 495 413 202 146
internal_count=2927 834 327 2093 507 1310 124 449 1186 783 686 372 320 134 186 607 547 1122 929 174 755 669 126 117 193 258 495 413 202 146
is_linear=0
shrinkage=0.0032998


Tree=9644
num_leaves=30
num_cat=0
split_feature=1 3 4 1 3 4 0 4 4 4 4 4 1 3 39 3 160 1211 0 50 16 49 129 0 3 3 2 12 0
split_gain=9.72057 3.0734 0.935489 0.875518 0.551069 0.509912 0.490322 0.381162 0.323562 0.280662 0.246082 0.45679 0.236249 0.232336 0.255017 0.166199 0.133465 0.128794 0.121988 0.117306 0.171463 0.115999 0.115246 0.133756 0.109721 0.104444 0.13017 0.0912323 0.0506252
threshold=0.095920000000000019 -0.049204999999999992 0.40052000000000004 0.12381000000000002 0.093925000000000022 -0.22295999999999996 -0.081294999999999992 0.41823000000000005 0.0067750000000000006 0.0015850000000000003 -0.44205499999999992 -0.14088999999999999 0.080545000000000019 0.28833000000000003 0.095830000000000012 -0.01223 -0.096824999999999981 0.079615000000000019 -0.11214999999999999 0.088160000000000002 0.26711500000000005 -0.044559999999999995 0.083825000000000011 -0.11656999999999999 -0.07249499999999999 -0.082294999999999993 0.088245000000000004 0.092675000000000021 -0.094479999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 5 7 6 -2 9 15 10 17 -8 -12 16 14 -5 -3 -11 22 -18 20 -7 -17 23 -1 -25 26 -13 -27 -20
right_child=1 3 -4 13 -6 19 8 -9 -10 12 11 25 -14 -15 -16 21 18 -19 28 -21 -22 -23 -24 24 -26 27 -28 -29 -30
leaf_value=0.0010185348517258736 0.0012906502817806326 0.00040963405865914994 0.00058828001725455819 0.00056575298145193197 0.00081150424949732103 0.00078910849418940571 0.0012590397929669664 0.00088215208364536503 0.00085130517903951662 0.0012439312322617528 0.000739926583082144 0.0011895449516969422 0.00084532621711238968 0.00022134517560842509 0.00027900275891280162 0.00053185083950233662 0.0011740951738331384 0.001297538679418176 0.00092034784668646092 0.0010548079620432617 0.0010240207127626679 0.00071433194750185954 0.0012893559945588422 0.0011467972444545206 0.001307788114917039 0.00091626178678317401 0.0010428348857549898 0.0010576435875260743 0.0010640000217944905
leaf_weight=88 54 55 77 76 76 93 62 53 96 52 52 131 53 91 62 79 60 79 65 60 56 78 68 695 53 75 148 184 56
leaf_count=88 54 55 77 76 76 93 62 53 96 52 52 131 53 91 62 79 60 79 65 60 56 78 68 695 53 75 148 184 56
internal_value=0 0.000667694 0.000909277 0.000501351 0.00108912 0.00100312 0.00109956 0.000630656 0.00103204 0.00113933 0.0010586 0.00103748 0.00104713 0.000351564 0.000437178 0.000567615 0.00109289 0.00116611 0.0010493 0.000928666 0.000877634 0.000622735 0.00115459 0.00114359 0.00115825 0.00106617 0.00111185 0.00101684 0.000987123
internal_weight=0 834 340 494 2093 263 2017 265 748 1269 652 590 286 229 138 212 233 983 181 209 149 157 904 836 748 538 279 259 121
internal_count=2927 834 340 494 2093 263 2017 265 748 1269 652 590 286 229 138 212 233 983 181 209 149 157 904 836 748 538 279 259 121
is_linear=0
shrinkage=0.0032998


Tree=9645
num_leaves=26
num_cat=0
split_feature=1 3 3 1 34 159 1453 1213 403 12 1 39 13 16 1213 474 15 402 1 15 12 133 16 4 43
split_gain=0.1362 0.133841 0.115631 0.109756 0.0842556 0.0826219 0.0717938 0.0585786 0.105386 0.0741916 0.0581364 0.0664267 0.057104 0.0692526 0.0499376 0.071056 0.101193 0.044739 0.0420531 0.0706876 0.0355185 0.0348483 0.0309112 0.0224551 0.0170436
threshold=0.089745000000000019 -0.14884499999999998 -0.088484999999999994 0.10835000000000002 -0.066379999999999981 -0.45726999999999995 -0.079499999999999987 -0.080614999999999978 -0.085164999999999977 0.08598500000000002 0.15190500000000004 0.098380000000000009 -0.088294999999999985 -0.044939999999999987 0.084325000000000011 0.083840000000000012 -0.056634999999999991 -0.21394499999999997 0.076160000000000019 0.086195000000000008 0.083885000000000015 0.093570000000000014 -0.081729999999999983 0.0072100000000000003 -0.0039049999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -4 -1 -7 8 -8 14 11 12 23 -14 15 16 -9 -11 21 -20 -17 -19 24 -6 -10
right_child=1 2 4 -5 10 6 7 9 22 17 -12 -13 13 -15 -16 20 -18 18 19 -21 -22 -23 -24 -25 -26
leaf_value=-0.0016392335660365747 0.0030831944971121579 -0.004693178216416378 -0.0028672648462252127 0.012888927874275922 -0.0028858876460438718 0.010639584636354565 -0.0043000623602300562 0.0044460331854081223 0.0042620613878026634 0.00017621526561666369 0.0077549681963629451 -0.0030065860123868146 0.005413085082208776 0.0015816346908681122 0.0015100102199179606 0.0004023634026104725 0.010201150199744158 0.0041287771250355541 -0.0026330860156849887 0.005782934520089991 0.0060965952728431133 0.0067208436972790971 0.0064501593468679922 0.0015370200661884933 0
leaf_weight=58 78 78 88 56 59 58 55 135 52 78 58 63 264 274 52 57 248 513 59 54 70 211 85 72 53
leaf_count=58 78 78 88 56 59 58 55 135 52 78 58 63 264 274 52 57 248 513 59 54 70 211 85 72 53
internal_value=0 0.00220997 0.00150942 0.00719452 0.0020625 0.00458843 0.00479236 0.00459437 0.00217136 0.00499507 0.00261391 0.00220411 0.00269748 0.00346509 0.00652225 0.00702978 0.00817728 0.00405511 0.00441444 0.00137283 0.00355506 0.00488668 0.00405412 -0.000441262 0.00209737
internal_weight=0 1090 956 134 878 1838 1780 1722 245 1477 790 732 669 538 562 510 383 915 837 113 127 724 190 131 105
internal_count=2928 1090 956 134 878 1838 1780 1722 245 1477 790 732 669 538 562 510 383 915 837 113 127 724 190 131 105
is_linear=0
shrinkage=0.16829


Tree=9646
num_leaves=33
num_cat=0
split_feature=1 1 52 1 150 47 47 52 160 52 13 1 160 49 43 52 13 11 43 13 51 52 1 1 13 13 130 43 43 133 43 1
split_gain=3.63657 0.734614 0.300148 0.282622 0.367853 0.19308 0.159397 0.150864 0.116556 0.115712 0.11949 0.10825 0.0901737 0.0890016 0.086221 0.0820508 0.0796218 0.0741676 0.0620379 0.0569958 0.0481249 0.0748035 0.0481237 0.0739097 0.0620257 0.0825936 0.0668092 0.0340747 0.0246504 0.0155164 0.0143948 0.0143111
threshold=0.10398500000000001 0.13074500000000003 -0.41694999999999993 0.089745000000000019 0.082085000000000019 0.10648500000000001 0.085585000000000008 0.087400000000000019 -0.07163499999999999 0.10400000000000002 0.036560000000000002 0.10790500000000001 -1.0000000180025095e-35 0.10449500000000002 -0.069824999999999984 -0.049669999999999999 -0.13871999999999998 0.074925000000000005 -0.077134999999999995 -0.013254999999999998 -0.40444499999999994 -0.090304999999999983 0.080320000000000016 0.086285000000000014 -0.00027999999999999998 0.10935500000000002 0.086200000000000013 -0.025879999999999997 -0.011984999999999997 0.092550000000000007 -0.080569999999999989 0.094165000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 9 8 7 15 11 -5 13 12 -4 27 17 -13 -3 -17 22 -10 31 -15 -22 24 -24 26 -26 -1 30 -25 -14 -11 -20
right_child=1 6 5 4 -6 -7 -8 -9 18 10 -12 14 29 20 -16 16 -18 -19 19 -21 21 -23 23 28 25 -27 -28 -29 -30 -31 -32 -33
leaf_value=0.00066556780964161519 0.00063326864070795976 5.7233556841514887e-05 0.00018312606692328024 0.00047648512812255609 0.00035330885193853381 0.00053999755837374553 0.00036203268711115956 0.00048635262360789618 0.00053007150458693269 0.00066709301734663628 0.00045139062274746842 0.00025438450810143882 0.00058093373364116328 0.000495779032665423 0.00041544937475220504 0.00010424890029942675 0.00027366359763983541 0.00077533460603834085 0.00055848754854210918 0.00071817731077962498 0.00071274127469638199 0.00053595960504997922 0.0005221528793452378 0.00059713677722307568 0.00077399101456509373 0.00063224307976488653 0.0005654042158726284 0.00072122390494485484 0.00069228675250686993 0.00049524721193702174 0.00058273313993765141 0.00064255545537588419
leaf_weight=746 67 62 57 72 86 76 53 69 58 54 60 61 59 53 95 52 75 66 52 94 53 57 71 57 128 75 86 71 89 54 59 61
leaf_count=746 67 62 57 72 86 76 53 69 58 54 60 61 59 53 95 52 75 66 52 94 53 57 71 57 128 75 86 71 89 54 59 61
internal_value=0 0.000347001 0.00042971 0.000624411 0.000546945 0.000391515 0.000201602 0.000351374 0.000596255 0.00064222 0.000587925 0.000307483 0.000615389 0.000655284 0.000352695 0.000156427 0.000204574 0.000664468 0.000628663 0.000656118 0.000580808 0.000621457 0.000658596 0.000611952 0.000668341 0.000721795 0.000655257 0.000661313 0.00065538 0.000540298 0.000623358 0.000604181
internal_weight=0 667 425 2261 423 358 242 282 337 1838 357 213 297 1481 156 189 127 1318 265 207 163 110 1252 217 1035 203 832 184 146 113 113 113
internal_count=2928 667 425 2261 423 358 242 282 337 1838 357 213 297 1481 156 189 127 1318 265 207 163 110 1252 217 1035 203 832 184 146 113 113 113
is_linear=0
shrinkage=0.0032998


Tree=9647
num_leaves=32
num_cat=0
split_feature=1 3 2 47 3 2 2 0 47 9 3 49 1 3 0 3 2 2 52 2 0 0 13 48 13 43 52 52 13 3 0
split_gain=6.36629 1.73062 0.502166 0.42068 0.386595 0.338525 0.305815 0.313155 0.238478 0.238052 0.246537 0.235824 0.180758 0.228994 0.227821 0.175765 0.106343 0.0916567 0.0908591 0.0896405 0.080481 0.116566 0.146954 0.0796221 0.071538 0.0561433 0.0529613 0.0451768 0.0424171 0.0407987 0.0295216
threshold=0.10500500000000001 -0.053364999999999996 0.12068000000000001 0.078345000000000012 0.10402500000000002 0.13881000000000002 0.091235000000000024 -0.083414999999999975 0.087850000000000025 -1.0000000180025095e-35 0.11269500000000002 -0.056179999999999987 0.083065000000000014 -0.095554999999999987 -0.09712999999999998 -0.13827999999999999 0.088710000000000011 0.095785000000000023 0.082640000000000005 0.097605000000000011 -0.082404999999999992 -0.072924999999999976 -0.043279999999999992 0.086310000000000012 0.056735000000000001 -0.078469999999999984 -0.0046699999999999997 0.0062600000000000008 -0.010284999999999997 -0.082004999999999981 -0.08397499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 8 5 6 9 7 12 -2 -3 -11 -8 13 -1 -14 -13 20 26 23 -19 -9 27 -23 -15 -21 -18 -17 -22 -20 -16 -28
right_child=1 3 -4 -5 -6 -7 11 16 -10 10 -12 15 14 18 29 17 25 19 28 24 21 22 -24 -25 -26 -27 30 -29 -30 -31 -32
leaf_value=0.0011244525927388666 0.00069512834629635383 0.00018263103220624098 0.00042676045083987275 0.00053697251720151505 0.00060570560446649888 0.00012981659434412336 0.00062022194168281344 0.00068801100181886806 0.00095167094578257005 0.00054571507993355674 0.00029188432283580037 0.0009713395704439592 0.00071337947586173098 0.00099080970134606114 0.00085078443676055962 0.0009542028590545956 0.00099628822080930998 0.00065336377179578745 0.00084944048884277651 0.00081163140225035276 0.000888817952954209 0.00084273954620061524 0.00060408264686088683 0.0008470009866986685 0.00068015554254354437 0.00083732625587475487 0.00089092372754985831 0.00080001884624503216 0.00095300639487579976 0.00097659875219967946 0.00078145030061639695
leaf_weight=74 99 60 52 101 73 98 75 66 68 89 80 74 94 254 53 53 53 63 180 316 170 59 57 55 57 54 52 119 67 82 81
leaf_count=74 99 60 52 101 73 98 75 66 68 89 80 74 94 254 53 53 53 63 180 316 170 59 57 55 57 54 52 119 67 82 81
internal_value=0 0.000472648 0.000711385 0.000350408 0.000843644 0.000292676 0.000851495 0.000880179 0.0007998 0.000362217 0.000425767 0.000797986 0.000920475 0.000949765 0.000839742 0.000817091 0.000820233 0.000798683 0.000926452 0.000771736 0.000798313 0.000816201 0.000725772 0.000965327 0.000791634 0.000916394 0.00086166 0.000852376 0.000877676 0.000927466 0.000824517
internal_weight=0 647 219 428 2281 327 2208 1437 167 229 169 771 859 630 229 696 578 622 556 436 471 405 116 309 373 107 186 289 247 135 133
internal_count=2928 647 219 428 2281 327 2208 1437 167 229 169 771 859 630 229 696 578 622 556 436 471 405 116 309 373 107 186 289 247 135 133
is_linear=0
shrinkage=0.0032998


Tree=9648
num_leaves=20
num_cat=0
split_feature=96 1 457 12 16 12 10 457 1186 13 1 48 14 52 160 12 1 12 1
split_gain=0.149848 0.0933902 0.0861858 0.108237 0.0866262 0.0757662 0.0895194 0.0684168 0.0709352 0.0628536 0.0730849 0.060862 0.0508236 0.0521918 0.0676813 0.0452153 0.041022 0.0302897 0.0132673
threshold=0.083810000000000009 0.089745000000000019 0.079020000000000021 0.10682000000000001 -0.090344999999999995 0.099260000000000015 -0.008564999999999998 -0.087424999999999989 0.021560000000000003 -0.081224999999999978 0.121715 0.088965000000000002 0.064610000000000015 0.40342500000000009 -0.089599999999999985 0.093910000000000007 0.087545000000000026 0.085845000000000019 0.12200500000000002
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 5 -4 6 -3 -1 12 11 -11 -8 13 14 17 -15 -16 -9 -5
right_child=-2 2 4 18 -6 -7 9 8 -10 10 -12 -13 -14 15 16 -17 -18 -19 -20
leaf_value=0.010298369576577237 -0.0039228577798107204 0.010226437090104675 0.0041116456905650467 0.00044471562431957514 -0.0048190273952344112 0.010136061445455648 0.0026708929502036482 0.0097805960762459062 0.0093228417774159703 0.0053402783959575813 0 -0.0035225623984463986 0.008900763537859924 -0.0021804395624131076 0.0038947594297049706 0.0044477473967587527 0.0078305689075088385 0.0054289568649507573 -0.0032620380685470956
leaf_weight=66 65 56 52 52 75 57 150 92 92 375 90 64 72 63 1221 54 81 95 56
leaf_count=66 65 56 52 52 75 57 150 92 92 375 90 64 72 63 1221 54 81 95 56
internal_value=0 0.00423459 0.00294514 0.00352475 -0.00114823 0.00420685 0.00374459 0.00495489 0.00475463 0.00320736 0.00430668 0.000810249 0.0045031 0.00430482 0.00457403 0.000863368 0.00414099 0.00757948 -0.00146067
internal_weight=0 2863 1027 900 127 792 735 1836 1770 679 465 214 1678 1606 1489 117 1302 187 108
internal_count=2928 2863 1027 900 127 792 735 1836 1770 679 465 214 1678 1606 1489 117 1302 187 108
is_linear=0
shrinkage=0.16829


Tree=9649
num_leaves=32
num_cat=0
split_feature=1 1 12 124 12 16 15 133 155 15 1 12 49 15 42 43 159 150 49 133 133 12 16 133 16 12 43 133 151 160 42
split_gain=8.2877 1.44809 1.43312 0.592028 0.393176 0.278464 0.2542 0.209635 0.265554 0.256325 0.275768 0.206482 0.191759 0.357861 0.154836 0.147756 0.10084 0.106598 0.0951257 0.0931642 0.0827012 0.0764339 0.147871 0.0705947 0.0592433 0.054763 0.05282 0.0424543 0.0280774 0.0193835 0.00918832
threshold=0.10575500000000002 0.12448500000000001 0.085075000000000026 -0.082389999999999977 0.097060000000000021 -0.4193599999999999 0.043560000000000008 0.083000000000000018 0.10436000000000002 -0.12431499999999999 0.092695000000000013 0.083815000000000014 -1.0000000180025095e-35 -0.26361999999999991 0.11830500000000001 -1.0000000180025095e-35 0.081445000000000017 1.0000000180025095e-35 0.10378500000000002 0.11667000000000001 0.085980000000000015 0.087805000000000008 -0.020389999999999995 0.017095000000000003 -0.025214999999999998 0.091840000000000019 0.0049250000000000014 0.40408500000000008 -0.085074999999999984 0.084480000000000013 -0.077409999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 -1 6 -3 7 8 9 -5 -11 24 -7 -14 18 -4 17 -2 23 21 -9 22 -13 26 -8 -23 -6 -21 -22 -30 -25
right_child=1 5 15 4 14 12 11 20 -10 10 -12 19 13 -15 -16 -17 -18 -19 -20 27 28 25 -24 30 -26 -27 -28 -29 29 -31 -32
leaf_value=0.00063222806760692449 0.00058120287266843953 0.00017333873936109534 0.00079240873049086808 0.0010125122082779211 0.00076304615184694092 0.00021727490488531709 0.0010436880154460245 0.0010578051788342202 0.0010941249384160852 0.00084864396409658062 0.00062380418395129207 0.00098717873592743793 0.00028594972799059508 0.00062844043269269913 0.00067306742187106809 0.0010131993723168865 0.00034472141303038109 0.00039010662614150435 0.0007322508382932066 0.00081980387960480254 0.00099399937753982467 0.00092189885402242937 0.0011869956838555871 0.00098278485654573365 0.0012068724575386234 0.0010207970719190275 0.0008986803118338142 0.00093860895826910205 0.00089710421212721978 0.00097873534676217551 0.00091034252028687832
leaf_weight=80 81 102 80 85 72 52 57 89 52 380 72 192 68 66 62 60 66 55 59 62 89 231 54 52 52 96 66 93 167 55 81
leaf_count=80 81 102 80 85 72 52 57 89 52 380 72 192 68 66 62 60 66 55 59 62 89 231 54 52 52 96 66 93 167 55 81
internal_value=0 0.000485162 0.00063044 0.000912512 0.000922606 0.000312521 0.0009431 0.000906836 0.000866659 0.000844567 0.000812907 0.000985907 0.000388658 0.000454902 0.000827051 0.000887285 0.000452254 0.00050418 0.000855874 0.000965503 0.000965908 0.000985509 0.00103118 0.000882659 0.00112186 0.000951041 0.00082817 0.000891314 0.000939496 0.000917487 0.000938931
internal_weight=0 630 342 2298 2218 288 1826 989 589 537 452 837 186 134 392 140 202 136 330 728 400 573 246 271 109 327 138 155 311 222 133
internal_count=2928 630 342 2298 2218 288 1826 989 589 537 452 837 186 134 392 140 202 136 330 728 400 573 246 271 109 327 138 155 311 222 133
is_linear=0
shrinkage=0.0032998


Tree=9650
num_leaves=25
num_cat=0
split_feature=39 13 16 14 133 0 0 16 39 13 13 13 16 11 13 133 16 42 42 50 16 0 0 481
split_gain=3.16689 2.09495 0.915118 0.809251 0.690328 0.235048 0.416015 0.218409 0.333752 0.259963 0.212097 0.165984 0.153164 0.235309 0.152615 0.137769 0.126516 0.112492 0.102845 0.0992872 0.0929677 0.0700869 0.0572271 0.0179467
threshold=0.055555000000000007 -0.27740999999999993 -0.26194999999999996 -0.24790499999999996 -1.0000000180025095e-35 -0.18240499999999996 -0.10594499999999998 -0.094174999999999995 0.096775000000000014 -0.085784999999999986 -0.083274999999999988 -0.085784999999999986 0.044620000000000007 0.080705000000000013 -0.47365999999999991 0.087120000000000017 0.15273500000000004 0.083925000000000013 0.090385000000000007 0.12170000000000002 -0.010504999999999999 -0.076384999999999995 -0.068669999999999995 -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 14 5 -4 -2 -3 -7 9 22 -6 11 17 18 16 -1 23 -14 -5 19 -12 -19 -20 -9 -13
right_child=4 2 3 10 7 6 -8 8 -10 -11 12 15 13 -15 -16 -17 -18 20 21 -21 -22 -23 -24 -25
leaf_value=0.00041264886622013441 0.00073887609203239773 0.00038192086529828859 0.00035652239947709584 0.00089157885427953998 0.0004168535838067201 0.00075149185239829991 0.00042932752474967201 0.00059306622468729216 0.00019020970662312841 0.00012045000493061809 0.00076770628361848042 0.00090320700527940913 0.00056262716714162845 0.00089107886939346727 0.00017671982107227775 0.0010588191596270741 0.00070525855756494978 0.00079164018604943695 0.00089532855337690162 0.00062274821927754101 0.00065124030559400028 0.00078117655519582287 0.00044096338710355228 0.00080966930245152558
leaf_weight=62 53 66 52 99 52 103 77 52 52 86 781 53 90 64 59 53 316 250 120 58 69 133 63 65
leaf_count=62 53 66 52 99 52 103 77 52 52 86 781 53 90 64 59 53 316 250 120 58 69 133 63 65
internal_value=0 0.000722234 0.000743185 0.000764542 0.000390734 0.000551785 0.000613873 0.000330121 0.000410668 0.000232394 0.000774389 0.00082836 0.000754016 0.000703399 0.0002979 0.000916294 0.000673728 0.000792302 0.000775769 0.000757727 0.000761382 0.000835459 0.000510047 0.000851981
internal_weight=0 2570 2449 2203 358 246 180 305 167 138 2151 589 1562 470 121 171 406 418 1092 839 319 253 115 118
internal_count=2928 2570 2449 2203 358 246 180 305 167 138 2151 589 1562 470 121 171 406 418 1092 839 319 253 115 118
is_linear=0
shrinkage=0.0032998


Tree=9651
num_leaves=28
num_cat=0
split_feature=12 2 15 3 43 15 43 402 151 15 13 15 41 3 3 3 2 3 3 160 49 49 16 16 16 15 160
split_gain=3.07721 1.09619 0.98591 0.523382 0.629631 0.36811 0.31796 0.254302 0.223555 0.177262 0.170723 0.144873 0.135148 0.10424 0.103887 0.0925269 0.0916613 0.0943763 0.0840048 0.0873337 0.0789114 0.0786086 0.0762368 0.0593853 0.0790209 0.0479659 0.0417114
threshold=0.023990000000000004 0.13447000000000003 -0.38214499999999996 0.11500500000000001 -0.065749999999999989 1.0000000180025095e-35 -0.095049999999999982 -0.016959999999999999 -0.00016499999999999997 -0.018024999999999996 0.044405000000000007 0.083540000000000017 0.077300000000000021 -0.082294999999999993 0.076825000000000018 -0.096384999999999985 0.10233000000000002 0.040040000000000006 -0.081634999999999985 -0.071204999999999991 -0.014479999999999998 -0.058504999999999995 0.41134500000000007 0.052150000000000009 -0.0092499999999999978 0.091285000000000019 -0.0096749999999999978
decision_type=2 2 2 2 2 2 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 16 4 6 7 -4 -2 -6 -5 11 -7 13 20 -10 -12 -1 -18 -15 -20 -9 -8 -22 24 25 -13 -16
right_child=1 -3 3 9 8 10 21 12 14 -11 15 23 -14 18 26 -17 17 -19 19 -21 22 -23 -24 -25 -26 -27 -28
leaf_value=8.6898947263497629e-05 0.00042234980411160031 0.00022524376413941255 0.00055329352275059374 0.00037900024067162054 0.00046388519917028701 0.00087477220233468482 0.00036612343899894613 0.00058112412400552224 0.0005969739904700044 0.00014018624535323812 0.00066350431549577825 0.00072755693107675907 0.00047016867116429344 0.00047674890512618904 0.00082045730160823158 0.00047966327569658797 0.0001544282547206481 0.00034636960071805333 0.00068495263661068676 0.00058099788732421376 0.00071746331474439342 0.00019753710373161969 0.00059545406665894359 0.00059920709418503676 0.00082354630667675266 0.00066862020322448941 0.00068391552901015675
leaf_weight=64 71 66 71 100 73 63 57 87 95 52 77 422 57 54 52 52 61 53 144 255 309 67 73 55 71 270 57
leaf_count=64 71 66 71 100 73 63 57 87 95 52 77 422 57 54 52 52 61 53 144 255 309 67 73 55 71 270 57
internal_value=0 0.000644667 0.000404648 0.000466478 0.00052081 0.000658088 0.000376709 0.000614559 0.000622126 0.000297532 0.000703306 0.000719905 0.000628463 0.000638211 0.000678578 0.000589671 0.000187695 0.000243973 0.000601772 0.000618604 0.000673332 0.000275317 0.00069424 0.000707934 0.000715726 0.000704612 0.000749378
internal_weight=0 2126 802 624 472 2060 195 1050 277 152 1010 881 979 922 204 129 178 114 453 399 469 124 382 818 763 692 109
internal_count=2928 2126 802 624 472 2060 195 1050 277 152 1010 881 979 922 204 129 178 114 453 399 469 124 382 818 763 692 109
is_linear=0
shrinkage=0.0032998


Tree=9652
num_leaves=30
num_cat=0
split_feature=1 157 13 133 4 47 13 4 1213 12 49 160 1 160 1 4 43 13 12 13 49 151 12 4 43 13 12 1 47
split_gain=0.186268 0.14115 0.101466 0.139489 0.0931768 0.0800526 0.0797835 0.0829382 0.0780345 0.0869538 0.0833225 0.0843149 0.0681031 0.0610335 0.0600332 0.0794686 0.0669454 0.0635295 0.047267 0.0498328 0.0370452 0.0368053 0.0333246 0.0572116 0.0276314 0.025473 0.0253874 0.015213 0.00731027
threshold=0.10404000000000001 -0.074254999999999988 0.022635000000000006 -0.0081099999999999974 0.032770000000000001 1.0000000180025095e-35 -0.086804999999999979 0.18095500000000003 -0.084984999999999991 0.085280000000000009 -0.085999999999999979 0.0088350000000000008 0.11597500000000001 0.084835000000000008 0.10790500000000001 -0.012865 -0.073079999999999992 -0.36115499999999995 0.089735000000000023 -0.05461499999999999 -0.014479999999999998 -0.083134999999999987 0.088665000000000008 -0.057674999999999997 -0.08076499999999999 -0.071104999999999988 -0.083979999999999985 0.12765500000000005 0.12171500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 14 7 -6 9 -1 -10 20 -7 -13 -3 -16 26 -18 -8 -20 -12 -22 -5 -24 -15 -11 -17 -19 -14
right_child=1 5 3 22 6 12 18 -9 10 25 11 13 28 24 15 16 17 27 19 -21 21 -23 23 -25 -26 -27 -28 -29 -30
leaf_value=0.015265690445486736 -0.0050661712585174561 -0.0026065308409992534 -0.004570957560286657 0.0012452680735362826 -0.0053227798869893133 0.011210010678107517 0.0078365361653550195 0.0041780415814794743 0.011613390567665626 0.0051819155486252204 0.0024118210624163527 -0.0022058850640305364 0.0053277636206247861 0.0064851094559586009 0.0082241788054883014 -0.0041686162672128074 -0.00025508423821753656 0.0042075714263715156 0.006305168022649103 -0.00083380678026938847 0.0098188077010955659 0.006211272115473945 0.0082686026115781682 0.0021852402235421177 0.0019288802327094528 0.010101638173310926 0.00077911141423373637 0.0083441889443558685 0.0025262741806716476
leaf_weight=56 67 71 61 70 52 53 98 52 72 74 68 55 53 80 62 55 70 54 55 55 89 1025 101 79 74 53 62 52 60
leaf_count=56 67 71 61 70 52 53 98 52 72 74 68 55 53 80 62 55 70 54 55 55 89 1025 101 79 74 53 62 52 60
internal_value=0 0.00224485 0.00546408 0.0026299 0.00591333 0.00307531 0.00323519 -0.000555094 0.00641988 0.00971213 0.00600684 0.00571534 0.00621489 0.0025848 0.00184769 0.0027436 0.00157775 0.00365483 0.00513897 0.00271935 0.00626736 0.0065011 0.0043941 0.00560866 0.00430742 0.00724917 -0.00153139 0.0062538 0.00385615
internal_weight=0 659 2269 311 1958 592 312 104 1646 183 1463 1391 166 209 426 355 293 176 208 110 1182 1114 250 180 154 127 117 106 113
internal_count=2928 659 2269 311 1958 592 312 104 1646 183 1463 1391 166 209 426 355 293 176 208 110 1182 1114 250 180 154 127 117 106 113
is_linear=0
shrinkage=0.16829


Tree=9653
num_leaves=28
num_cat=0
split_feature=15 10 0 1212 15 52 0 14 51 12 0 3 12 130 474 474 15 484 3 15 0 0 12 15 3 3 12
split_gain=0.124894 0.114316 0.105007 0.0998844 0.0988349 0.0935784 0.157299 0.0904737 0.0598213 0.0952398 0.0979658 0.0548159 0.0828852 0.0537321 0.050384 0.0563511 0.0474068 0.0466878 0.0417791 0.040987 0.0607668 0.0377674 0.0312672 0.0384709 0.023024 0.064719 0.0148292
threshold=0.021950000000000001 -0.083839999999999984 -0.083144999999999983 0.058025000000000007 -0.42443999999999993 -0.014264999999999998 -0.13165999999999997 -0.45687499999999998 0.078960000000000016 0.094045000000000004 -0.077294999999999989 -0.086424999999999988 0.085005000000000011 0.088805000000000009 0.11048500000000001 0.09660500000000001 0.087520000000000014 0.082140000000000005 -0.090704999999999994 0.10538000000000002 -0.071749999999999994 -0.108275 0.090885000000000007 0.11934000000000002 -0.085674999999999987 -0.080054999999999987 0.087495000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 7 -2 -7 -3 14 10 21 18 -13 19 15 17 -14 -6 -8 20 24 -10 -21 -24 26 -26 -4
right_child=2 3 13 -5 8 6 11 -9 9 -11 -12 12 16 -15 -16 -17 -18 -19 -20 22 -22 -23 23 -25 25 -27 -28
leaf_value=0.0091501787303167603 0.014091066286858835 0.0042239611475249714 0.003520165791982327 -0.0040101375055919325 0.0034497127527030845 -0.0019532686468948877 0.0081698867808958787 -0.0043313994690937834 -0.00062943410153659066 0.0067909898138536918 -0.0067189349907963254 0.014984038456360753 0.0045548263568201382 0.0001120984170921666 -0.00096214430827524578 0.009575826449379066 0.0102652833714252 0.0065387275559957913 0.0017273710006979279 -0.0007738038194551102 0.0091973992955262981 0.0051002770705280993 0.0070534472823761138 0.0012535431851355993 -0.001392023351399208 0.0057233320802094955 0.0071497382891639394
leaf_weight=84 52 56 52 59 994 54 55 93 81 62 56 56 83 88 57 52 85 163 61 56 99 54 61 71 60 90 94
leaf_count=84 52 56 52 59 994 54 55 93 81 62 56 56 83 88 57 52 85 163 61 56 99 54 61 71 60 90 94
internal_value=0 0.00307823 0.00534547 0.00278185 0.00302318 0.00735171 0.0064577 -0.0011039 0.00342919 0.00105698 -0.000794919 0.00779884 0.00934509 0.00400928 0.00390184 0.00413264 0.00745474 0.00388645 0.0047975 0.00459445 0.00557174 0.00164914 0.00253154 0.00394741 0.00435304 0.00286521 0.00586932
internal_weight=0 1811 1117 1727 1668 446 394 149 1519 253 191 340 224 671 1266 1209 168 1157 116 583 395 135 188 132 296 150 146
internal_count=2928 1811 1117 1727 1668 446 394 149 1519 253 191 340 224 671 1266 1209 168 1157 116 583 395 135 188 132 296 150 146
is_linear=0
shrinkage=0.16829


Tree=9654
num_leaves=29
num_cat=0
split_feature=15 40 15 150 43 0 0 0 16 15 10 15 0 14 0 16 15 1455 43 43 40 474 0 16 16 15 52 0
split_gain=2.0044 0.887949 0.757568 0.378292 0.461846 0.291726 0.259923 0.259558 0.235228 0.233679 0.226599 0.196059 0.152499 0.144877 0.138485 0.136821 0.124476 0.118534 0.105953 0.106373 0.0903404 0.0879321 0.0875286 0.0790646 0.154681 0.0511162 0.0395414 0.0174934
threshold=-0.38214499999999996 -0.034699999999999988 0.033605000000000003 0.10980500000000001 -0.046639999999999994 -0.076004999999999975 -0.083144999999999983 -0.12851999999999997 0.066010000000000013 -0.14051999999999998 -0.0034499999999999995 -0.031624999999999993 -0.053169999999999995 -0.45687499999999998 -0.14755499999999996 -0.49057499999999993 0.13248000000000001 0.084775000000000017 -0.16130499999999998 0.065040000000000014 -0.08095999999999999 0.091180000000000011 -0.071749999999999994 -0.15381999999999998 -0.095564999999999983 0.089625000000000024 0.088785000000000017 0.11160500000000002
decision_type=2 2 2 2 2 2 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 10 3 5 -5 7 23 9 -7 -3 -2 12 -10 -1 -11 -15 18 21 -8 22 -12 -9 -20 -4 -25 26 -26 -13
right_child=1 2 6 4 -6 8 16 17 11 14 20 27 -14 15 -16 -17 -18 -19 19 -21 -22 -23 -24 24 25 -27 -28 -29
leaf_value=0.00037023127850569323 0.0001935623778973003 0.0006282400358282378 0.0005838894901445908 0.00055140158238166544 0.00011467004110568483 0.0003326225717510897 0.00047844115962026034 0.00063490861143816984 0.00050644251596284728 0.0004894445972538988 0.00049725198882709387 0.0005622575664663282 0.00029438202078976535 0.00030209741911816311 0.00027144911674021753 0.00010013272151315876 0.00044670505080851721 0.00046879635919170514 0.00062243782776945562 0.00049991947279070604 0.00034357154430748221 0.00049115424323966392 0.00073093588405610799 0.00088740973949891851 0.00070031689994005605 0.00077877942281101315 0.00060257193683692031 0.00064421608157937853
leaf_weight=58 62 69 52 54 52 102 57 565 124 70 94 62 54 59 60 98 53 62 360 62 79 53 111 56 182 70 69 79
leaf_count=58 62 69 52 54 52 102 57 565 124 70 94 62 54 59 60 98 53 62 360 62 79 53 111 56 182 70 69 79
internal_value=0 0.000560028 0.000578437 0.000527919 0.000337488 0.000543419 0.000644661 0.000577807 0.000471537 0.000472196 0.000365767 0.000515844 0.000442307 0.000228747 0.000389102 0.000176255 0.000602323 0.000608662 0.000616243 0.000630914 0.000427278 0.000622637 0.000648082 0.000708037 0.000725067 0.000696636 0.000673587 0.000608427
internal_weight=0 2713 2478 1406 106 1300 1072 879 421 199 235 319 178 215 130 157 643 680 590 533 173 618 471 429 377 321 251 141
internal_count=2928 2713 2478 1406 106 1300 1072 879 421 199 235 319 178 215 130 157 643 680 590 533 173 618 471 429 377 321 251 141
is_linear=0
shrinkage=0.0032998


Tree=9655
num_leaves=17
num_cat=0
split_feature=4 3 39 14 15 43 49 15 4 12 16 4 481 10 4 13
split_gain=5.21196 1.26545 0.698194 0.625835 0.475163 0.352331 0.267365 0.242607 0.185911 0.179991 0.160175 0.158487 0.119855 0.103996 0.0803206 0.0747245
threshold=0.31392000000000003 0.28833000000000003 0.0047850000000000011 0.064610000000000015 -0.43091499999999999 -0.049364999999999992 0.12001000000000002 -0.26361999999999991 -0.50139499999999992 0.085425000000000015 -0.43491999999999992 -0.10701499999999999 -0.087759999999999991 -1.0000000180025095e-35 -0.42305999999999994 -0.0088749999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 10 13 8 -6 9 -1 -2 14 -13 -4 -10 -15
right_child=4 -3 5 -5 7 -7 -8 -9 11 -11 -12 12 -14 15 -16 -17
leaf_value=0.00098587343481445133 0.00047726262256879025 0.00026578034992515929 0.0003371647072423061 0.0010090390396876269 -3.3214758738021661e-05 0.00076465675969106283 0.00054969410315905377 0.00023008371840440328 0.00069259625475753394 0.00071709374343408548 0.00027101199793946721 0.00086276095213601723 0.00071904558764892721 0.00060010304863422116 0.00051655224903513755 0.00042585097245607061
leaf_weight=58 88 72 55 83 62 54 102 98 55 54 79 68 1905 57 64 55
leaf_count=58 88 72 55 83 62 54 102 98 55 54 79 68 1905 57 64 55
internal_value=0 0.000698116 0.000710029 0.000726484 0.000256676 0.000531986 0.000716299 0.000127835 0.000723993 0.000856598 0.000379906 0.000716877 0.000724017 0.00045654 0.000598213 0.000514847
internal_weight=0 2682 2610 2389 327 221 2306 160 2204 112 167 2092 1973 167 119 112
internal_count=3009 2682 2610 2389 327 221 2306 160 2204 112 167 2092 1973 167 119 112
is_linear=0
shrinkage=0.0032998


Tree=9656
num_leaves=22
num_cat=0
split_feature=12 2 96 2 43 3 0 43 0 2 0 15 49 48 0 11 3 0 15 1447 0
split_gain=4.13253 0.986055 0.998725 0.76539 0.422513 0.477629 0.261304 0.200889 0.197351 0.183258 0.202454 0.175156 0.1691 0.232965 0.139421 0.122368 0.262135 0.150224 0.113268 0.111057 0.00252661
threshold=0.056995000000000011 0.11621000000000002 0.083665000000000003 0.13631000000000001 -0.049999999999999996 0.11745500000000002 -0.14867499999999997 -0.095314999999999983 -0.11825999999999999 0.14132000000000003 -0.061204999999999989 -1.0000000180025095e-35 0.047620000000000003 0.084855000000000014 -0.074904999999999985 0.090945000000000012 -0.14326499999999995 -0.072924999999999976 0.10189000000000002 -0.085354999999999986 -0.033754999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 7 11 -2 -1 -8 14 -11 12 13 -6 -3 16 -10 19 -19 -18 -13
right_child=3 9 -4 -5 5 -7 8 -9 15 10 -12 20 -14 -15 -16 -17 17 18 -20 -21 -22
leaf_value=0.00053979760941403167 0.00088401561342331934 0.00022647104235795518 0.00011689372911462068 0.0003210802864008637 0.00035651242954938729 0.00035481492204539339 0.00048235904730742308 0.00029210107807798105 0.00087560300875087738 0.00026823931919405062 -5.9386540190946497e-06 0.00073899350776791806 0.0007478139921591625 0.00066286154056725171 0.00043886869209364105 0.0005410590227419614 0.00058455908564880013 0.00059273772247399 0.00073455865587984399 0.00070595690220908868 0.00079448883668683363
leaf_weight=59 73 83 72 64 52 70 54 93 82 61 56 52 53 58 58 63 91 294 81 1386 54
leaf_count=59 73 83 72 64 52 70 54 93 82 61 56 52 53 58 58 63 91 294 81 1386 54
internal_value=0 0.000402984 0.000480457 0.000677657 0.000533698 0.000598708 0.000688384 0.000388478 0.000681404 0.000233786 0.000136708 0.000662044 0.000593185 0.000518362 0.00031409 0.000686769 0.000691497 0.000683327 0.000623465 0.000698501 0.000767597
internal_weight=0 821 563 2188 491 339 2124 152 2051 258 117 269 163 110 141 1997 1934 1852 375 1477 106
internal_count=3009 821 563 2188 491 339 2124 152 2051 258 117 269 163 110 141 1997 1934 1852 375 1477 106
is_linear=0
shrinkage=0.0032998


Tree=9657
num_leaves=15
num_cat=0
split_feature=14 1447 42 160 3 15 48 40 160 2 12 12 133 159
split_gain=0.145166 0.109107 0.181186 0.174772 0.106677 0.108241 0.0998007 0.0900291 0.0736781 0.0951376 0.106889 0.101787 0.0497376 0.0255392
threshold=0.056865000000000006 -0.085574999999999984 0.08542000000000001 -0.54243999999999992 0.10402500000000002 -0.037394999999999991 0.091045000000000015 1.0000000180025095e-35 0.084480000000000013 0.088005000000000014 0.085965000000000014 0.084270000000000012 0.088155000000000011 0.084435000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 7 6 -6 8 9 11 -11 -5 13 -10
right_child=-2 3 -4 4 5 -7 -8 -9 12 10 -12 -13 -14 -15
leaf_value=0.0056774317520006988 0.010686497207333114 0.013627762704537335 -0.0078577456092494332 0.0083770345154476084 0.0071246288681313307 -0.0034663376700038843 -0.00084105464096270776 -0.0017612160442121564 0.0097212061891422709 0.00020359148757510598 0.0041933830909800579 0.004532082488501378 0.0033639443240098309 0.0060604517247455861
leaf_weight=57 101 57 55 255 98 97 81 62 147 260 718 853 77 91
leaf_count=57 101 57 55 255 98 97 81 62 147 260 718 853 77 91
internal_value=0 0.00418404 -0.000953266 0.00439047 0.00419758 0.00105167 0.00351001 0.00454938 0.00471308 0.0043486 0.00313454 0.0054186 0.00712106 0.00832905
internal_weight=0 2908 112 2796 2739 276 179 2463 2401 2086 978 1108 315 238
internal_count=3009 2908 112 2796 2739 276 179 2463 2401 2086 978 1108 315 238
is_linear=0
shrinkage=0.16829


Tree=9658
num_leaves=20
num_cat=0
split_feature=4 12 151 0 12 14 4 0 4 403 0 50 124 0 0 47 12 4 0
split_gain=4.46024 1.24963 0.600392 0.521917 0.501174 0.453701 0.452816 0.496475 0.37953 0.276675 0.230307 0.186827 0.136271 0.121132 0.155429 0.106345 0.0923725 0.064065 0.0627426
threshold=0.31392000000000003 0.056995000000000011 0.015440000000000001 -0.15445999999999996 0.13642500000000005 -0.45687499999999998 -0.17568999999999999 -0.061204999999999989 -0.011209999999999999 -0.53317999999999988 -0.12851999999999997 -0.041284999999999995 -0.076164999999999983 -0.14867499999999997 -0.11656999999999999 0.10323000000000002 -0.078454999999999983 0.50666500000000003 0.048235000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 -2 18 8 -8 -3 -10 -11 -7 -13 -15 -16 -14 -18 -5
right_child=5 4 -4 6 -6 12 7 -9 10 11 -12 13 16 14 15 -17 17 -19 -20
leaf_value=0.00077340978530314876 0.00048059150265398847 0.00051873139184345084 0.00020434049509341888 0.00076494290606402492 0.00036460166553462425 3.558157595049627e-05 0.00029919483965458807 0.00019461271953620697 0.00041046912609445752 0.00055031522475070069 0.00067841298461344967 0.00086791353693991137 9.7077530991921554e-05 0.00052621530344362853 0.00071647926640512432 0.00060169436109211395 0.00020734285545885906 0.00035153952979039888 0.00060357487757627299
leaf_weight=93 68 95 62 52 52 58 68 73 52 86 112 53 52 53 1673 97 95 54 61
leaf_count=93 68 95 62 52 52 58 68 73 52 86 112 53 52 53 1673 97 95 54 61
internal_value=0 0.000648789 0.000511896 0.000549143 0.000685965 0.000240409 0.000499162 0.000432735 0.00050751 0.000694072 0.00059367 0.000702544 0.000177213 0.000709504 0.000704879 0.000710209 0.000217906 0.000259838 0.000678145
internal_weight=0 2682 573 511 2109 327 418 305 232 2057 164 1962 259 1876 1823 1770 201 149 113
internal_count=3009 2682 573 511 2109 327 418 305 232 2057 164 1962 259 1876 1823 1770 201 149 113
is_linear=0
shrinkage=0.0032998


Tree=9659
num_leaves=20
num_cat=0
split_feature=403 1 2 1453 482 30 49 4 484 393 1204 4 49 2 133 133 4 16 2
split_gain=0.154101 0.123908 0.107733 0.0944206 0.0921488 0.0834008 0.0744606 0.0735315 0.0684711 0.0654309 0.0588474 0.0533223 0.0525862 0.0492209 0.0500556 0.0687704 0.0633893 0.0490077 0.0536511
threshold=-0.53317999999999988 0.087055000000000007 0.11543500000000002 -0.077314999999999981 0.082110000000000016 0.085570000000000021 -0.088164999999999979 0.41248000000000007 -0.020824999999999996 0.096070000000000003 -0.081149999999999986 -0.010574999999999999 -0.014479999999999998 0.081935000000000022 0.0089800000000000019 0.087455000000000019 -0.17568999999999999 -0.11082499999999999 0.13270000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 5 -2 11 6 -3 8 -8 10 -5 -4 -10 -12 16 -16 -15 18 -13
right_child=1 2 4 9 -6 -7 7 -9 12 -11 13 17 -14 14 15 -17 -18 -19 -20
leaf_value=-0.0025288888461727391 -0.00084870282159490345 0.010630155531801069 0.0030926504366310891 0.010885597607971037 0.0066969426467187601 -0.0010436916542514569 0.008192778015057996 0.0091850334972638347 -0.00022603400033688711 -0.00024884141326884202 0.0092701158035051918 -0.0042961356136744745 0.0036687285217296278 -0.00053086895383321791 0.0086715919642483558 0.0050804003063183488 0.0047862814992197947 -0.0059918580195227394 0.002878120119704564
leaf_weight=96 68 52 66 61 53 86 80 72 119 53 94 54 539 70 230 455 626 70 65
leaf_count=96 68 52 66 61 53 86 80 72 119 53 94 54 539 70 230 455 626 70 65
internal_value=0 0.00431233 0.00304825 0.00526941 0.000307498 0.00393681 0.00443579 0.00403591 0.00353112 0.00553236 0.00573301 -0.00101346 0.00296163 0.0055187 0.00526205 0.00628882 0.00424893 -0.00245684 -0.000362327
internal_weight=0 2913 1256 1657 308 948 862 810 738 1589 1536 255 658 1475 1381 685 696 189 119
internal_count=3009 2913 1256 1657 308 948 862 810 738 1589 1536 255 658 1475 1381 685 696 189 119
is_linear=0
shrinkage=0.16829


Tree=9660
num_leaves=33
num_cat=0
split_feature=2 12 15 150 2 150 12 2 49 15 49 2 0 12 1213 0 2 2 12 12 2 2 160 1212 49 43 12 43 0 12 2 0
split_gain=3.68888 1.99673 0.607937 0.413068 0.415729 0.334663 0.266889 0.191667 0.188204 0.162754 0.150947 0.135457 0.140645 0.117062 0.11639 0.113092 0.108539 0.17424 0.127335 0.0712899 0.0560299 0.096696 0.0511129 0.048345 0.0350681 0.0398116 0.0348953 0.0497761 0.0328148 0.019138 0.0102192 0.00417408
threshold=0.13388500000000003 0.023990000000000004 -0.38214499999999996 1.0000000180025095e-35 0.10433000000000002 -0.07009 0.093245000000000008 0.084725000000000009 0.11151500000000002 -0.025879999999999997 -0.079769999999999994 0.17553000000000005 -0.064509999999999984 0.091495000000000007 -0.094174999999999995 -0.058589999999999996 0.078775000000000012 0.093765000000000015 -1.0000000180025095e-35 0.083785000000000012 0.094485000000000013 0.080495000000000011 -0.11500999999999999 0.08184000000000001 0.10570500000000001 -0.064179999999999987 0.089685000000000015 -0.00045499999999999995 -0.071879999999999986 0.099260000000000015 0.10859000000000001 -0.074309999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 13 11 15 -9 12 -2 19 -12 24 -7 -18 -19 -3 21 31 -16 -24 25 29 27 -21 -22 -8 -30 -11
right_child=8 6 3 4 -6 16 9 10 -10 20 14 -13 -14 -15 22 -17 17 18 -20 26 28 -23 23 -25 -26 -27 -28 -29 30 -31 -32 -33
leaf_value=0.00017126749988647904 1.9784990662160441e-05 0.00077842572296508658 0.00027893053758703797 0.00043905838077011198 8.2448569268780655e-05 0.00044359095638497295 0.00056533227324793078 0.00047026006974062708 0.00029856813102885793 0.00062079025016947864 0.00048047237765440467 -5.0316062921980822e-05 0.0002541432711773085 0.00082427810048402649 0.00071543375212040493 0.00038317814392448872 0.00072002772843546487 0.00043148932754898578 0.0006148376692058366 0.00065692827083949751 0.00050548198265889111 0.00074504745844690054 0.00061965588537849046 0.00070742771283504495 0.00047618875348520902 0.00051482804737385619 0.00059164072389772209 0.00077405470446372307 0.00064313540131398657 0.00066102349483413282 0.00057268567521070112 0.00056781088542191284
leaf_weight=98 52 71 57 99 56 76 57 70 58 66 53 57 61 74 100 59 77 80 90 248 59 82 536 86 67 93 72 52 57 53 68 59
leaf_count=98 52 71 57 99 56 76 57 70 58 66 53 57 61 74 100 59 77 80 90 248 59 82 536 86 67 93 72 52 57 53 68 59
internal_value=0 0.000573237 0.000410779 0.000454587 0.000310446 0.000513288 0.000622612 0.000649963 0.000136034 0.000570824 0.000618984 8.03738e-05 0.000146609 0.000700528 0.000632372 0.00051608 0.000554536 0.000588531 0.000528763 0.000679777 0.000616798 0.000655253 0.000643474 0.000631848 0.000544991 0.000567525 0.000660854 0.000677348 0.000573344 0.000611758 0.000605093 0.000596066
internal_weight=0 2715 633 535 155 380 2082 1362 228 720 845 170 113 517 775 329 323 247 170 443 391 207 722 622 270 203 372 300 184 110 125 125
internal_count=2943 2715 633 535 155 380 2082 1362 228 720 845 170 113 517 775 329 323 247 170 443 391 207 722 622 270 203 372 300 184 110 125 125
is_linear=0
shrinkage=0.0032998


Tree=9661
num_leaves=17
num_cat=0
split_feature=1 0 3 12 1 151 9 43 43 11 155 50 47 393 3 43
split_gain=0.238256 0.123228 0.130069 0.111372 0.126654 0.0960523 0.0835106 0.0737017 0.064439 0.0653195 0.108263 0.0604207 0.0490934 0.0567478 0.0317514 0.028935
threshold=0.12040000000000002 -0.00077999999999999999 -0.049204999999999992 -0.038859999999999992 0.13831000000000002 0.072810000000000014 0.037245000000000007 -0.50914999999999988 -0.09361499999999999 1.0000000180025095e-35 0.088680000000000023 0.077765000000000015 0.11603500000000001 0.10264500000000001 -0.084324999999999997 -0.14239499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 7 -1 11 12 -11 14 13 -10 15 -9
right_child=1 -3 3 -5 -6 -7 -8 8 9 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.0020739925699489723 0.0077590253862181409 -0.0082436900746093392 -0.0028309911631146682 -0.0060739763905863298 0.008040182944268285 -0.00091058452411440008 0.0098539097507166998 0.0047746497646577934 0.0037048666158720584 0.012085361469686572 0.0020110835013109206 0.0017577469240183234 -0.0010848952916898806 0.0093669774598650092 0.011283088804800962 0.0087327161392646586
leaf_weight=52 58 52 69 82 54 102 76 114 1831 70 54 63 58 52 54 102
leaf_count=52 58 52 69 82 54 102 76 114 1831 70 54 63 58 52 54 102
internal_value=0 -0.000755184 0.000718602 -0.00126456 0.00192711 0.00413796 0.00434254 0.00417084 0.004307 0.00395445 0.00771266 0.00648787 0.00371343 0.00386218 0.00758492 0.00665205
internal_weight=0 315 263 205 123 2628 2526 2450 2398 2065 124 333 1941 1883 270 216
internal_count=2943 315 263 205 123 2628 2526 2450 2398 2065 124 333 1941 1883 270 216
is_linear=0
shrinkage=0.16829


Tree=9662
num_leaves=23
num_cat=0
split_feature=3 13 13 48 0 12 16 13 16 151 39 4 4 50 50 12 51 0 15 0 13 51
split_gain=0.163662 0.114643 0.0947427 0.0903565 0.106781 0.0834584 0.107388 0.106396 0.0806399 0.0796645 0.0927468 0.078381 0.0859976 0.0603858 0.064234 0.0556217 0.048218 0.0425686 0.0598379 0.0324224 0.027491 0.00948331
threshold=0.30863500000000005 -0.10526999999999999 -0.47365999999999991 0.078735000000000013 -0.10934999999999999 0.087825000000000014 0.24100000000000002 -0.09194999999999999 0.39813000000000004 0.053170000000000002 0.10096000000000001 -0.17568999999999999 -0.0083149999999999977 0.11540500000000002 0.08956500000000002 0.091065000000000021 -1.0000000180025095e-35 -0.066934999999999981 -0.062134999999999989 -0.044434999999999995 -0.064654999999999976 -0.087719999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 7 13 -3 -8 10 11 21 -13 14 16 -16 -7 -10 -19 -18 -15 -9
right_child=2 5 -4 -5 -6 6 8 9 17 -11 -12 12 -14 20 15 -17 19 18 -20 -21 -22 -23
leaf_value=0.010074100679156017 0.001849131579060883 -0.0036838914505692988 -0.0078462468624305448 0.012498316068796951 0.00012331483669273009 0.0094138799315978908 -0.0049270510100972945 0.0057831640040252128 -0.00096105005608885803 -0.002327246089484938 -0.0029023450930413097 0.0013004281276863881 0.0044876510504165135 0.0036772147489683962 0.0044903787706353105 0.011509795085413495 0.0038960916641976591 0.0082165136069830957 0.0010075477419040193 0.0082540625015908396 -0.001185285778452193 0.0090940085557178248
leaf_weight=56 54 86 60 63 68 55 54 52 70 92 75 539 435 67 56 78 676 58 76 53 64 56
leaf_count=56 54 86 60 63 68 55 54 52 70 92 75 539 435 67 56 78 676 58 76 53 64 56
internal_value=0 0.00325814 -0.00323794 0.00729156 0.00463171 0.00297198 0.00392939 0.0020333 0.000844964 0.00242839 0.00280809 0.00320558 0.00272572 0.00468629 0.00516928 0.00858972 0.00458237 0.00238166 0.00414125 0.00421539 0.00128793 0.00751653
internal_weight=0 2829 114 187 124 2642 1307 1335 258 1249 1157 1082 974 1049 918 134 784 204 134 729 131 108
internal_count=2943 2829 114 187 124 2642 1307 1335 258 1249 1157 1082 974 1049 918 134 784 204 134 729 131 108
is_linear=0
shrinkage=0.16829


Tree=9663
num_leaves=18
num_cat=0
split_feature=4 16 12 13 16 9 402 41 1 52 4 15 475 52 402 15 12
split_gain=0.145329 0.0965853 0.0774875 0.0787556 0.0861214 0.0767678 0.0669374 0.106107 0.0879634 0.0694216 0.0697206 0.0615323 0.0724995 0.0464929 0.032269 0.0245212 0.0210523
threshold=0.31392000000000003 -0.40430999999999989 0.099170000000000022 -0.11279499999999999 -0.40885499999999991 0.037245000000000007 0.095250000000000015 0.077915000000000012 0.10398500000000001 0.013340000000000001 0.055765000000000002 0.11883000000000001 -0.086169999999999983 0.047800000000000009 0.11034500000000001 -0.42443999999999993 0.092755000000000018
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 15 6 7 8 11 10 -10 12 -3 -1 -8 -5 -16
right_child=2 5 -4 4 -6 -7 14 -9 9 -11 -12 -13 -14 -15 16 -17 -18
leaf_value=0.011105381156835299 0.0050805903807376162 0.0071426754887795232 -0.0065967488185069648 0.0035851663687198644 -0.0070982958298650041 0.008384427402532894 0.0081691309217719818 -0.0038879568814634679 -0.0003251563436683704 -0.0046917119665092896 0.0064959719955694269 -0.001499934563212303 0.0028277580349838636 0.0047575344993110134 0.0055836769909796751 -0.0010823099504063624 0.0011526547715103109
leaf_weight=54 71 119 56 54 55 65 77 77 184 73 55 85 1626 87 75 77 53
leaf_count=54 71 119 56 54 55 65 77 77 184 73 55 85 1626 87 75 77 53
internal_value=0 0.002909 -0.000922815 0.000306538 -0.00150616 0.00266511 0.00251101 0.00224083 0.00246199 -0.000144376 0.00123704 0.00290733 0.00312304 0.00720137 0.00542675 0.000827974 0.00376299
internal_weight=0 2630 313 257 186 2489 2424 2219 2142 312 239 1830 1745 141 205 131 128
internal_count=2943 2630 313 257 186 2489 2424 2219 2142 312 239 1830 1745 141 205 131 128
is_linear=0
shrinkage=0.16829


Tree=9664
num_leaves=15
num_cat=0
split_feature=3 30 13 13 455 49 3 3 457 9 16 16 13 3
split_gain=0.118931 0.07271 0.0634597 0.0991731 0.0775057 0.0982649 0.0902924 0.0771863 0.103452 0.0635972 0.0585174 0.112701 0.0225783 0.0201511
threshold=0.3148450000000001 0.086220000000000019 -0.10526999999999999 -0.15325499999999995 1.0000000180025095e-35 -0.079769999999999994 -0.081404999999999991 0.092005000000000017 0.048870000000000004 0.084755000000000011 -0.33811499999999994 0.10134000000000001 -0.006154999999999999 0.11878500000000002
decision_type=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 -8 -1
right_child=-2 -3 4 -5 -6 7 12 10 -10 -11 11 -13 -14 -15
leaf_value=0.00037311058831382714 -0.0038679313374493335 -0.0035114197471886178 -0.0063394534214775821 0.0099357307226663263 0.0076238187954239681 0.0021710437606182369 0.0038524630856131897 0.0034224768312237693 0.0082309332065140586 0.0077892079843817881 -0.008826319008070533 0.0018782848746573388 -0.0010419859037949801 0.0046869849331835521
leaf_weight=70 92 60 73 79 72 2025 52 52 88 59 55 56 54 56
leaf_count=70 92 60 73 79 72 2025 52 52 88 59 55 56 54 56
internal_value=0 0.00227287 0.00239787 0.00525417 0.00217074 0.00201385 -0.00178055 0.0023055 0.00257083 0.00233096 -0.00121903 -0.00340961 0.00134212 0.00230465
internal_weight=0 2851 2791 205 2586 2514 179 2335 2172 2084 163 111 106 126
internal_count=2943 2851 2791 205 2586 2514 179 2335 2172 2084 163 111 106 126
is_linear=0
shrinkage=0.16829


Tree=9665
num_leaves=24
num_cat=0
split_feature=11 1203 42 157 1429 403 133 159 159 51 52 475 403 158 159 52 43 474 51 480 403 52 403
split_gain=0.170986 0.117445 0.122608 0.118072 0.14752 0.106426 0.0904687 0.0777472 0.156486 0.0734542 0.0705206 0.0564937 0.0537531 0.0409247 0.0376127 0.0383898 0.0318434 0.0286998 0.0336932 0.0283474 0.0163055 0.0148574 0.014091
threshold=0.095210000000000017 0.085595000000000018 -0.036704999999999995 -0.080799999999999983 0.083960000000000021 -0.084294999999999981 0.25273000000000007 0.0043550000000000004 0.086055000000000006 0.087425000000000017 0.13248000000000001 -0.050754999999999995 -0.10995999999999999 0.086205000000000018 -0.064994999999999983 0.087275000000000005 -0.040494999999999996 0.023345000000000001 -0.083294999999999994 0.09116500000000001 -0.087954999999999992 -0.0064899999999999992 -0.52336499999999997
decision_type=2 2 2 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 12 9 -9 14 21 -10 -5 -13 19 -16 22 -1 -19 -7 -14 -11 -8
right_child=-2 2 -4 5 -6 7 16 8 11 10 -12 13 20 -15 15 -17 -18 18 -20 -21 -22 -23 -24
leaf_value=-0.00065065131823722469 -0.0063864373863676566 0.0024482191439239372 -0.0086724633779306382 0.011298346980214749 -0.0062843420402122156 0.00069349351550979869 -0.00095910568824039406 0.012308971024095781 0.0076461452584478153 0.0051646732391820412 0.0010376277877817985 -0.00012599604951367939 0.0036144997876227172 0.0039151238668301393 0.001276489077899557 0.0035373579761575338 0.0052332554528900415 0.0009441309196041598 0.0067407377402327806 -0.0036655526651977618 0.0077292474408076021 0.0087556797890889076 0.0028197432231323871
leaf_weight=72 65 57 55 83 91 127 53 62 64 65 91 128 59 157 929 278 94 63 53 63 55 74 58
leaf_count=72 65 57 55 83 91 127 53 62 64 65 91 128 59 157 929 278 94 63 53 63 55 74 58
internal_value=0 0.00233656 -0.00299679 0.00255691 -0.000717513 0.00293206 0.0054382 0.00243684 0.00450816 0.00191249 0.00470279 0.00311719 0.00801888 0.00209386 0.00145181 0.00179871 0.00294946 0.00196751 0.00360807 -0.000742419 0.00561544 0.00708936 0.000999243
internal_weight=0 2831 112 2719 279 2440 402 2038 411 1627 230 349 197 285 1397 1207 205 188 116 190 114 139 111
internal_count=2896 2831 112 2719 279 2440 402 2038 411 1627 230 349 197 285 1397 1207 205 188 116 190 114 139 111
is_linear=0
shrinkage=0.16829


Tree=9666
num_leaves=16
num_cat=0
split_feature=1456 403 456 0 1212 1203 151 48 4 9 51 48 403 403 4
split_gain=0.103834 0.0991459 0.0958316 0.0900239 0.0897805 0.08418 0.0695259 0.0725274 0.0829158 0.0519352 0.0522756 0.0507076 0.0365866 0.0463925 0.0112097
threshold=-0.10539999999999998 -0.092894999999999991 -0.069854999999999987 -0.084964999999999985 0.078810000000000005 0.085595000000000018 0.098750000000000018 0.10255000000000002 0.23355000000000001 -0.08564999999999999 0.090170000000000014 0.11362000000000001 -0.5407249999999999 -0.52399499999999988 -0.072334999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 -1 12 6 7 9 11 -4 -11 -9 -2 -14 -15
right_child=1 2 5 -5 -6 -7 -8 8 -10 10 -12 -13 13 14 -16
leaf_value=0.011963393551369626 0.0063730913703065276 0.0082992176187251087 0.0068511831387089404 0.0020592899973852501 0.0095422044865248381 -0.0039006820305633096 -0.0047582772323386214 -0.0032733432261198101 -0.0074668007706432463 0.0012511687282003407 0.0040103015179624411 0.00321287631923548 -0.0024902083337957474 0.0048455808652533528 0.0017884446651538796
leaf_weight=52 63 53 54 53 73 93 53 60 52 1797 219 79 54 69 72
leaf_count=52 63 53 54 53 73 93 53 60 52 1797 219 79 54 69 72
internal_value=0 0.00158464 0.0012157 0.00698129 0.00432121 0.00105898 0.00125909 0.00140093 -0.00173224 0.0016909 0.00155179 0.000400144 0.00283699 0.00168534 0.00329723
internal_weight=0 2791 2460 105 331 2407 2314 2261 191 2070 2016 139 258 195 141
internal_count=2896 2791 2460 105 331 2407 2314 2261 191 2070 2016 139 258 195 141
is_linear=0
shrinkage=0.16829


Tree=9667
num_leaves=11
num_cat=0
split_feature=393 1456 160 15 151 48 9 160 43 48
split_gain=0.0817537 0.0678485 0.0999521 0.0518818 0.0703571 0.0910371 0.078783 0.053996 0.107662 0.0649603
threshold=0.10692500000000001 -0.10539999999999998 -0.10994 0.15867500000000004 0.067425000000000013 0.12036500000000001 -0.079919999999999977 -0.0071899999999999993 -0.09884999999999998 -0.078159999999999993
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -3 8 -8 -9
right_child=-2 3 -4 -5 -6 -7 7 9 -10 -11
leaf_value=0.011053420962588654 -0.0049969295351999961 0.0075577466932778099 0.00063020663701363587 -0.0033600557374197809 0.0059406538347398907 -0.0038081650023082257 -0.0058608352925306802 -0.0034727694731201179 0.00090456968466536903 0.0021553521687062501
leaf_weight=52 54 61 53 62 100 92 74 60 666 1622
leaf_count=52 54 61 53 62 100 92 74 60 666 1622
internal_value=0 0.00160547 0.00580929 0.00144354 0.00155555 0.00138456 0.00157768 0.00142633 0.000225601 0.00195352
internal_weight=0 2842 105 2737 2675 2575 2483 2422 740 1682
internal_count=2896 2842 105 2737 2675 2575 2483 2422 740 1682
is_linear=0
shrinkage=0.16829


Tree=9668
num_leaves=14
num_cat=0
split_feature=11 11 12 156 15 4 2 4 4 393 34 16 15
split_gain=0.117466 0.0945161 0.0614379 0.0507302 0.0697089 0.0583695 0.130992 0.0721467 0.0565061 0.0990985 0.0486511 0.0461694 0.0272935
threshold=0.095210000000000017 0.079700000000000007 0.093065000000000009 0.11659000000000001 0.13954000000000003 -0.092854999999999979 0.087035000000000015 -0.46195999999999998 -0.083389999999999978 0.086855000000000016 -0.083659999999999998 -0.080534999999999982 0.08487500000000002
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 11 10 -10 12 -7
right_child=-2 2 -4 -5 -6 8 7 -9 9 -11 -12 -13 -14
leaf_value=-0.0061730731633289088 -0.0058356754841210542 0.0099337450888646577 0.0019890764741856176 0.0054896202216889274 -0.0038776748212074998 0.0039016425669090417 0.0061749833793742111 -0.0014056581039552903 0.0064372170443551474 -0.0054819531104532268 0.001260799064638036 0.0071671602941596919 -0.00058197300262092242
leaf_weight=94 65 59 53 76 78 104 63 81 53 61 1967 82 60
leaf_count=94 65 59 53 76 78 104 63 81 53 61 1967 82 60
internal_value=0 0.00139529 0.00619026 0.00119712 0.00107301 0.00122426 -0.00128195 0.0018984 0.00148136 0.00119499 0.00139751 0.00389658 0.00225034
internal_weight=0 2831 112 2719 2643 2565 238 144 2327 2081 2020 246 164
internal_count=2896 2831 112 2719 2643 2565 238 144 2327 2081 2020 246 164
is_linear=0
shrinkage=0.16829


Tree=9669
num_leaves=16
num_cat=0
split_feature=11 11 3 13 3 1211 1212 1452 159 159 3 11 14 16 3
split_gain=0.08202 0.0718139 0.0669081 0.127736 0.107025 0.0637276 0.0725519 0.052989 0.0469775 0.128217 0.0428908 0.0401703 0.0379203 0.0294576 0.00948912
threshold=0.094115000000000018 0.079700000000000007 -0.096599999999999991 -0.0096349999999999977 -0.14719499999999996 0.10809000000000001 0.078810000000000005 0.088755000000000014 1.0000000180025095e-35 0.085875000000000021 -0.085894999999999985 0.086595000000000019 -0.13131999999999996 -0.069994999999999988 -0.11372999999999998
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 12 -10 -8 -3 -4 -12 -6
right_child=-2 11 5 4 14 -7 10 -9 9 -11 13 -13 -14 -15 -16
leaf_value=-0.0071392888890475436 -0.0047024128398898066 0.0088053586150146149 0.0049980267717015239 -0.0046965521157692125 0.0051246804647326815 -0.0032899372001755022 0.0069693259529853783 0.0058546207324854035 0.0093025111466497022 0.0012770319224194671 0.0049588698561612984 0.0022543219442854976 0.00045968481918901027 -0.00055106455560281081 0.0022505735193858317
leaf_weight=80 69 52 54 69 55 83 100 66 68 335 53 56 1611 56 89
leaf_count=80 69 52 54 69 55 83 100 66 68 335 53 56 1611 56 89
internal_value=0 0.00116551 0.000995658 -0.00140358 0.000742237 0.00128617 0.00144904 0.00115483 0.00100397 0.00263567 0.00444446 0.00542516 0.000607953 0.0021116 0.0033608
internal_weight=0 2827 2719 293 213 2426 2343 2134 2068 403 209 108 1665 109 144
internal_count=2896 2827 2719 293 213 2426 2343 2134 2068 403 209 108 1665 109 144
is_linear=0
shrinkage=0.16829


Tree=9670
num_leaves=30
num_cat=0
split_feature=1 3 1 16 16 14 1 151 0 0 3 1 0 0 43 0 131 16 3 403 43 16 157 1210 160 1 15 3 3
split_gain=6.69557 1.18422 0.634626 0.524676 0.477843 0.321434 0.299028 0.233971 0.195487 0.125235 0.117217 0.104259 0.182135 0.104386 0.0835011 0.0708265 0.0677515 0.0646201 0.0620417 0.092699 0.0740471 0.0528763 0.0719133 0.0491213 0.045043 0.0461284 0.0372428 0.0331389 0.00857473
threshold=0.10661000000000002 -0.06656999999999999 0.095920000000000019 0.0063750000000000013 -0.086909999999999987 0.073890000000000011 0.13612500000000002 -0.0095999999999999992 -0.072624999999999981 -0.081864999999999979 0.12955000000000003 0.083065000000000014 -0.099704999999999974 -0.086274999999999977 -0.073819999999999983 0.060910000000000006 0.089305000000000009 -0.33811499999999994 -0.086064999999999989 -0.090054999999999982 -0.025879999999999997 -0.052894999999999991 -0.0048549999999999991 -0.065674999999999983 -0.083124999999999991 0.091600000000000015 -0.032144999999999993 -0.082474999999999979 -0.078934999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 7 -2 8 9 -4 11 10 -3 13 -13 18 27 21 -6 -8 20 -20 -1 28 -23 -16 -14 -26 -24 -15 -10
right_child=1 6 3 -5 16 -7 17 -9 15 -11 -12 12 24 14 23 -17 -18 -19 19 -21 -22 22 26 -25 25 -27 -28 -29 -30
leaf_value=0.00082964693410687363 0.00039439919014488587 0.00021277724891341824 0.00030894610561525742 0.00079810454592775667 0.00064815448922783778 0.00098141787686055102 8.8342668222190311e-05 0.00058182137843696541 0.00082756272577084197 0.00043817367905631111 0.00040038585889291681 0.00060542276138801881 0.00068576215058295867 0.00079731853353544075 0.00083093831036220873 0.00061911869878081022 0.00081493732351426362 0.0002221209140580397 0.00068333790911309525 0.00083597371920746371 0.00099044808465404907 0.00078195008665614938 0.0006996659288180093 0.00071968364085679617 0.00077060363475332956 0.00087723845830819588 0.00058320857264500812 0.00089026391882284753 0.00075426349022425401
leaf_weight=75 82 93 56 91 61 85 69 91 55 101 61 86 52 235 57 84 53 95 52 384 61 76 80 282 192 66 57 61 56
leaf_count=75 82 93 56 91 61 85 69 91 55 101 61 86 52 235 57 84 53 95 52 384 61 76 80 282 192 66 57 61 56
internal_value=0 0.000375579 0.000762724 0.000600608 0.00058745 0.000781115 0.000276385 0.000478109 0.000772632 0.000347207 0.000287319 0.000789236 0.00074163 0.000804826 0.000774954 0.000707307 0.000726003 0.000166051 0.000837927 0.00081785 0.00090203 0.000730062 0.000698192 0.000738494 0.000779302 0.000798019 0.00065147 0.000816592 0.0007909
internal_weight=0 615 2334 238 196 2096 419 147 2011 255 154 1603 396 1207 635 408 114 164 572 436 136 324 213 339 310 258 137 296 111
internal_count=2949 615 2334 238 196 2096 419 147 2011 255 154 1603 396 1207 635 408 114 164 572 436 136 324 213 339 310 258 137 296 111
is_linear=0
shrinkage=0.0032998


Tree=9671
num_leaves=27
num_cat=0
split_feature=1 12 1 1 48 12 3 12 3 52 3 12 1452 1 52 457 12 1456 402 52 12 3 3 3 133 1
split_gain=3.54689 0.568694 0.657517 0.330266 0.212656 0.211671 0.175503 0.164929 0.142416 0.132875 0.0993837 0.0875446 0.0844102 0.11484 0.0789398 0.0659548 0.174457 0.0633274 0.0650844 0.0542312 0.0453034 0.0586085 0.0469784 0.0448591 0.0284834 0.0116966
threshold=0.11374000000000002 0.056995000000000011 0.095085000000000017 0.12700000000000003 0.014805 0.097145000000000023 -0.15041499999999997 0.089135000000000006 0.28833000000000003 0.053330000000000009 0.0043700000000000006 0.12631000000000003 0.08790000000000002 0.096315000000000026 -0.092084999999999986 0.08351500000000002 -1.0000000180025095e-35 -0.090374999999999997 -0.086814999999999989 -0.032354999999999988 0.106505 -0.077564999999999981 -0.10690999999999999 -0.041789999999999994 0.077945 0.087960000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 7 6 25 -2 10 14 23 20 13 17 -1 16 -4 -8 -19 -16 21 22 -7 -5 -22 -3
right_child=3 5 15 8 -6 11 12 -9 -10 -11 -12 -13 -14 -15 19 -17 -18 18 -20 -21 24 -23 -24 -25 -26 -27
leaf_value=0.00064163442513902325 0.0003184947249238087 0.0007108859742873605 0.00027382789883989588 0.00025658744886717874 0.00019423354577068823 0.00050283009365413101 0.00050701254152507765 0.00055502950572610277 8.0330524495291855e-05 0.00073525425776552005 0.00034929471730734129 0.00041353900354783557 0.00074623109249458554 0.00046138039452371622 0.00042039763734363043 0.00025515380049787105 0.0005014987641449594 0.00055794426322842614 0.00062925408886661046 0.0005600679943913242 0.00056333997476406682 0.00046164092066347463 0.00063928935346065064 0.00012459364514159853 0.00065936164741009821 0.00078918613052872779
leaf_weight=71 62 63 78 53 53 56 60 69 88 56 63 54 53 57 55 66 71 170 1141 77 95 93 63 63 64 55
leaf_count=71 62 63 78 53 53 56 60 69 88 56 63 54 53 57 55 66 71 170 1141 77 95 93 63 63 64 55
internal_value=0 0.000582128 0.00047889 0.000264019 0.000371786 0.000606288 0.000623828 0.000443351 0.000189621 0.000591054 0.000243154 0.000540212 0.000613937 0.000609002 0.000551102 0.000343607 0.000382552 0.000615114 0.000620034 0.000502139 0.000558554 0.000525645 0.000575369 0.000185205 0.000602212 0.00074768
internal_weight=0 2498 474 451 184 2024 1599 131 267 259 179 425 1481 1428 203 215 149 1371 1311 132 371 212 119 116 159 118
internal_count=2949 2498 474 451 184 2024 1599 131 267 259 179 425 1481 1428 203 215 149 1371 1311 132 371 212 119 116 159 118
is_linear=0
shrinkage=0.0032998


Tree=9672
num_leaves=13
num_cat=0
split_feature=48 97 130 51 0 41 52 48 133 16 393 0
split_gain=0.119966 0.0790692 0.0745398 0.0622266 0.054157 0.0694731 0.065447 0.0639056 0.0608182 0.0593991 0.0425551 0.0417148
threshold=0.13991500000000004 -0.082254999999999981 -0.12279499999999997 0.14122000000000004 -0.068419999999999995 0.082560000000000008 -0.40011499999999994 0.09117500000000002 0.085785000000000014 -0.54034499999999996 0.093575000000000019 -0.048199999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 9 11 8 -8 -4 -11 -6
right_child=-2 2 3 -5 6 -7 7 -9 -10 10 -12 -13
leaf_value=-0.0045678068253228159 -0.0056711690217904802 0.0078729133539727231 -0.002752430094968832 0.0064621897486278976 -0.00032056402989628978 0.0071766086048400046 -0.0013149905617396652 -0.0061208569348864999 0.0033398179425991859 0.0020280663488021315 0.0069231534661338247 0.0055070061089842045
leaf_weight=52 60 61 72 83 54 76 268 54 113 1909 52 95
leaf_count=52 60 61 72 83 54 76 268 54 113 1909 52 95
internal_value=0 0.00192455 0.00204418 0.00191545 0.00177465 0.00217194 0.000336845 -0.000702401 6.0854e-05 0.00198397 0.00215879 0.00338294
internal_weight=0 2889 2837 2776 2693 2109 584 435 381 2033 1961 149
internal_count=2949 2889 2837 2776 2693 2109 584 435 381 2033 1961 149
is_linear=0
shrinkage=0.16829


Tree=9673
num_leaves=16
num_cat=0
split_feature=48 121 51 12 1 1 2 2 12 1 1211 2 2 13 47
split_gain=0.08302 0.0784747 0.0732963 0.0766243 0.0665177 0.128212 0.144194 0.109913 0.0936955 0.0474444 0.0507077 0.0430146 0.0442925 0.0226643 0.0188498
threshold=0.13991500000000004 -1.0000000180025095e-35 0.108005 0.083175000000000013 0.11561500000000001 0.10877000000000002 -0.012574999999999998 0.11018500000000002 -0.10063999999999999 0.10651500000000001 0.077725000000000016 0.12750000000000003 -1.0000000180025095e-35 -0.06286499999999999 0.09252500000000001
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 -7 -6 10 -8 12 -10 -5 -14
right_child=-2 2 3 13 8 7 9 -9 11 -11 -12 -13 14 -15 -16
leaf_value=0.0079043278431546633 -0.0047167692003939905 -0.0056023172848616307 0.0094430136635656053 0.0042744918802645939 0.0051123450473376268 0.012797321675234162 0.0019024672680517313 0.0019606029187717493 -0.0044398708247566981 -0.0033697313994272464 -0.0013437828661144121 -0.0052709767430043379 0.0035992453808178356 0 -0.00091165971208521305
leaf_weight=55 60 83 63 78 57 52 1925 55 59 54 146 95 52 63 52
leaf_count=55 60 83 63 78 57 52 1925 55 59 54 146 95 52 63 52
internal_value=0 0.00160077 0.0014778 0.00455409 0.0012385 0.00155101 0.00127432 0.00724384 -0.0010525 0.00154376 0.00167275 -0.00242146 -0.000749681 0.00235693 0.00132652
internal_weight=0 2889 2834 204 2630 2315 2208 107 315 2125 2071 258 163 141 104
internal_count=2949 2889 2834 204 2630 2315 2208 107 315 2125 2071 258 163 141 104
is_linear=0
shrinkage=0.16829


Tree=9674
num_leaves=10
num_cat=0
split_feature=1452 156 12 40 393 47 457 16 15
split_gain=0.0805318 0.0615776 0.0502619 0.079843 0.0720189 0.0631198 0.0594037 0.0667244 0.0129276
threshold=0.099915000000000018 -0.089089999999999989 -0.22686499999999998 0.0045850000000000005 0.10760500000000002 0.120245 -0.087424999999999989 0.51165500000000008 -0.040769999999999994
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 8 -8 -4
right_child=-2 2 3 -5 -6 -7 7 -9 -10
leaf_value=0.0068502417536698505 0.0077937411507691011 0.0059972883635251101 0.0029343299363221577 -0.0051178797712589218 0.0070668079408087309 -0.0036261740418776309 0.00067748685676060738 0.0045555418012314022 0.0066719471007769659
leaf_weight=52 52 56 53 61 55 84 2346 133 57
leaf_count=52 52 56 53 61 55 84 2346 133 57
internal_value=0 0.00110536 0.000999724 0.000898734 0.00103393 0.000909123 0.00105696 0.000886272 0.00488743
internal_weight=0 2897 2845 2789 2728 2673 2589 2479 110
internal_count=2949 2897 2845 2789 2728 2673 2589 2479 110
is_linear=0
shrinkage=0.16829


Tree=9675
num_leaves=17
num_cat=0
split_feature=1456 484 0 16 16 11 40 16 52 151 42 42 1209 151 16 16
split_gain=0.0982846 0.203368 0.104604 0.178088 0.148407 0.0982289 0.107497 0.0927167 0.10821 0.0555022 0.0431067 0.0399673 0.0474134 0.0401016 0.0314211 0.0146204
threshold=-0.090374999999999997 0.067220000000000016 -0.029849999999999998 0.038245000000000008 -0.14239499999999997 0.08765000000000002 -0.076114999999999988 0.18879500000000002 -0.40011499999999994 0.067425000000000013 0.093030000000000015 -0.10080499999999999 -0.080559999999999979 -0.29526499999999994 -0.080534999999999982 -0.029134999999999998
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 10 -5 -9 11 15 14 -13 -14 -8 -2
right_child=2 -3 3 7 -6 -7 9 8 -10 -11 -12 12 13 -15 -16 -17
leaf_value=-0.011571654912607896 -0.0026916956725701741 0.0020317704648565699 -0.0010502595053681939 0.006244081393243903 -0.012555552870651297 0.0080727070577759144 0.001558465671216782 0.0029259094744274999 -0.0061126139358976851 0.0059396901392525601 -0.0067797541902033806 0.0060822164664667928 0.0055217709752261711 0.0010595732991890549 0.0065648508715788626 0.001148602465602951
leaf_weight=53 60 75 67 73 61 64 68 85 67 84 52 58 59 1936 77 52
leaf_count=53 60 75 67 73 61 64 68 85 67 84 52 58 59 1936 77 52
internal_value=0 -0.00358686 0.00117657 -0.00153337 -0.00654729 0.00155841 0.00138723 0.001311 -0.00104636 0.0016868 -0.00277025 0.00152345 0.00133146 0.00119244 0.00422942 -0.000892659
internal_weight=0 128 2863 353 128 2510 2446 225 152 2282 164 2198 2053 1995 145 112
internal_count=2991 128 2863 353 128 2510 2446 225 152 2282 164 2198 2053 1995 145 112
is_linear=0
shrinkage=0.16829


Tree=9676
num_leaves=28
num_cat=0
split_feature=4 40 1 16 1 1 0 11 4 16 132 1 0 4 0 42 15 0 0 16 15 1455 15 0 160 4 15
split_gain=9.23367 2.06329 0.960928 0.614825 0.557291 0.458373 0.390081 0.362358 0.293276 0.269159 0.194095 0.161435 0.228899 0.225039 0.15459 0.142494 0.131377 0.107396 0.0924672 0.0761746 0.0741908 0.0686515 0.0599352 0.0562182 0.0543578 0.0522644 0.0189409
threshold=0.31392000000000003 -0.034699999999999988 0.10921500000000002 0.26411500000000004 0.13654500000000003 0.08346000000000002 -0.077809999999999976 1.0000000180025095e-35 0.024470000000000002 -0.16318499999999997 0.080815000000000012 0.082135000000000014 0.035525000000000008 -0.17006499999999999 -0.10462499999999998 0.096385000000000012 -0.075094999999999981 -0.22745499999999999 -0.105195 0.55657000000000012 -0.13843999999999998 -1.0000000180025095e-35 -0.42443999999999993 -0.081414999999999987 -0.060659999999999992 0.23355000000000001 -0.46188999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 16 18 -1 7 8 14 25 11 12 24 19 17 -15 -4 -3 20 -13 -2 -16 -6 -7 -8 -10 -20
right_child=4 2 3 -5 22 23 10 -9 9 -11 -12 13 -14 15 21 -17 -18 -19 26 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0005163594198936938 0.00024749427460927446 0.00064464247596287627 0.00014302695906265377 0.00064342909335580209 -0.00012086582675837982 0.00024675610493884033 0.00046695227321219551 0.0008794009526386094 0.00072021814935133675 0.00040419672208386758 0.00038409598024225129 0.00084020676619439604 0.00032758566492381639 0.00043619238686052789 0.00076957007077863818 0.00065824528207308311 0.00034928712315201538 0.00043017006985776184 6.754852272981268e-05 0.00066623112044364202 7.1640331524538384e-05 0.00066572895773055532 -0.00027278542784514283 0.00011603794298917329 0.00058710803301377935 0.0005705373782688819 -2.0317099191976083e-05
leaf_weight=57 54 53 56 72 62 61 53 75 52 101 64 55 52 65 79 64 87 52 53 62 52 1103 54 91 251 58 53
leaf_count=57 54 53 56 72 62 61 53 75 52 101 64 55 52 65 79 64 87 52 53 62 52 1103 54 91 251 58 53
internal_value=0 0.000578741 0.000605557 0.000394395 -7.91346e-06 0.000263706 0.000625818 0.00065429 0.000642996 0.000528137 0.000558519 0.000577004 0.00053151 0.000642698 0.000661799 0.000546631 0.00026876 0.000538763 9.25872e-05 0.000748316 0.000161559 0.000672699 -0.000191891 0.000168729 0.000566276 0.000641616 2.32834e-05
internal_weight=0 2663 2454 215 328 209 2239 1573 1498 211 666 602 356 246 1287 129 143 105 212 117 106 1182 116 152 304 110 106
internal_count=2991 2663 2454 215 328 209 2239 1573 1498 211 666 602 356 246 1287 129 143 105 212 117 106 1182 116 152 304 110 106
is_linear=0
shrinkage=0.0032998


Tree=9677
num_leaves=24
num_cat=0
split_feature=4 3 150 43 3 0 0 3 3 43 16 457 4 4 4 160 16 50 1429 42 0 3 160
split_gain=3.44227 0.726242 0.403521 0.422653 0.267251 0.237909 0.232422 0.200576 0.184648 0.146379 0.214798 0.134975 0.151996 0.121077 0.103387 0.0883416 0.0792972 0.0754115 0.0740561 0.0725275 0.0524248 0.0360405 0.0269084
threshold=0.31392000000000003 -0.066229999999999997 0.088380000000000014 -0.035884999999999993 0.143375 -0.14680499999999999 -0.105195 -0.010434999999999998 -0.012504999999999997 -0.18906999999999999 -0.076909999999999992 0.062030000000000009 0.0033150000000000007 -0.057674999999999997 0.41823000000000005 -0.13024499999999997 -0.066539999999999988 0.10672000000000002 0.083420000000000008 0.10288500000000002 -0.069074999999999984 -0.082204999999999986 0.081025000000000014
decision_type=2 2 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 19 8 -1 14 -8 -5 10 -7 12 17 -10 -2 -14 -15 18 -11 22 -17 -19 -3
right_child=6 2 -4 4 -6 9 7 -9 13 11 -12 -13 15 16 -16 20 -18 21 -20 -21 -22 -23 -24
leaf_value=0.00080065073329055444 0.00019823187263945022 0.00037566863658220417 0.00027133848456125688 0.00046715088316686093 0.00036989925695670166 0.0006108620904872711 0.00022730521967620677 1.166754177457995e-05 0.00074592548555426589 0.00061645893935290456 0.00031426965305818218 0.00046868751269441217 0.00040708934271971303 0.00068025432045742712 0.00038341983810745949 0.00053156551849014449 0.00051955873874133887 0.0004920784942447949 0.00070700711109583441 0.0002740292630262759 0.0006545513933838554 0.00059259464802757756 0.00046781632995888375
leaf_weight=60 57 83 97 79 63 56 103 87 95 1150 52 90 53 63 81 180 79 75 114 53 52 99 70
leaf_count=60 57 83 97 79 63 56 103 87 95 1150 52 90 53 63 81 180 79 75 114 53 52 99 70
internal_value=0 0.000562365 0.000469246 0.000502001 0.000567582 0.000594405 0.000203931 0.000128751 0.000606882 0.000587945 0.000468385 0.000595048 0.000601628 0.00065331 0.000307184 0.000531104 0.000591101 0.000615581 0.000624653 0.000381173 0.000559283 0.000549471 0.000418058
internal_weight=0 2663 682 585 379 1981 328 190 316 1921 108 1813 1723 237 138 285 142 1438 1264 206 232 174 153
internal_count=2991 2663 682 585 379 1981 328 190 316 1921 108 1813 1723 237 138 285 142 1438 1264 206 232 174 153
is_linear=0
shrinkage=0.0032998


Tree=9678
num_leaves=27
num_cat=0
split_feature=3 1456 1 160 43 151 1212 13 11 43 157 52 1 1 3 3 1 39 52 1 3 13 43 42 52 3
split_gain=0.0973498 0.148624 0.0834305 0.0682148 0.0741318 0.132824 0.0828343 0.121296 0.0645906 0.063649 0.0531359 0.0616433 0.0504415 0.0983804 0.0907671 0.0783533 0.133425 0.0563964 0.0475715 0.0399719 0.0328923 0.0294219 0.0263081 0.0383156 0.0328652 0.0232154
threshold=-0.082294999999999993 -0.092679999999999985 0.13654500000000003 -0.24149499999999999 -0.083479999999999985 -0.0056149999999999993 0.083355000000000026 -0.088654999999999998 0.078730000000000008 -0.08564999999999999 -0.051074999999999988 -0.09823999999999998 0.11907500000000001 0.10921500000000002 0.11745500000000002 -0.0031199999999999995 0.090795000000000015 0.087990000000000013 0.08709500000000002 0.11329500000000002 0.35004500000000011 -0.0066549999999999986 -0.09361499999999999 0.078120000000000009 -0.018824999999999998 -0.088584999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 12 -1 8 -6 7 -7 9 18 -9 -12 13 14 15 17 -17 -3 22 -15 -4 -14 23 -5 -24 -8
right_child=1 2 20 4 5 6 25 10 -10 -11 11 -13 21 19 -16 16 -18 -19 -20 -21 -22 -23 24 -25 -26 -27
leaf_value=-0.0014636430663748166 -0.0074106392526915119 0.0010017314509684835 -0.0006805625903082102 0.0036709483314845913 -0.0032589523361474747 0.012994037786005181 -0.0014102477940263025 0.009483659638181657 -0.0040543430697899986 -0.0025407661724104638 -0.00018915305225020079 0.005298235812208168 0.0026839147543903695 -0.0065572255511475025 -0.0051489435048266584 0.0013756505127901653 0.010111554450248241 0.0064216230206073201 -0.00057799427527062159 -0.00068127492345624273 -0.0056879343164909441 0.0076925007714639436 -0.00098355150195672211 0.0090013276832906514 0.0049490296911738453 0.0031809715623371776
leaf_weight=99 60 913 103 127 60 62 55 64 52 67 72 285 97 56 53 122 84 58 78 81 59 52 53 56 52 71
leaf_count=99 60 913 103 127 60 62 55 64 52 67 72 285 97 56 53 122 84 58 78 81 59 52 53 56 52 71
internal_value=0 0.00081541 0.00111062 0.00276343 0.00312763 0.0042776 0.00502306 0.00602642 0.00153767 0.00221338 0.00499604 0.0041865 0.00149927 0.001177 0.00165442 0.0019623 0.00494659 0.00132732 0.00308859 -0.00309624 -0.00251533 0.00444394 0.00408786 0.00531192 0.00193738 0.00116261
internal_weight=0 1738 1678 1253 1154 669 609 483 485 433 421 357 1516 1367 1230 1177 206 971 366 137 162 149 288 183 105 126
internal_count=2991 1738 1678 1253 1154 669 609 483 485 433 421 357 1516 1367 1230 1177 206 971 366 137 162 149 288 183 105 126
is_linear=0
shrinkage=0.16829


Tree=9679
num_leaves=21
num_cat=0
split_feature=10 0 1455 484 34 0 42 0 42 12 15 158 0 156 13 150 0 12 12 12
split_gain=0.111636 0.169862 0.0912531 0.168576 0.078288 0.0581764 0.0527882 0.0649233 0.0775235 0.128553 0.0655758 0.0579358 0.0553461 0.0796307 0.14197 0.0569786 0.0614538 0.0514294 0.0352437 0.0325556
threshold=-0.015289999999999998 -0.084324999999999997 1.0000000180025095e-35 -0.063514999999999988 -0.066379999999999981 -0.079554999999999987 0.091485000000000025 -0.071379999999999985 0.097140000000000018 0.09253500000000002 0.10695 0.10528500000000002 -0.028049999999999995 1.0000000180025095e-35 0.041960000000000004 -0.091839999999999991 -0.23146499999999998 0.096535000000000024 0.11534500000000002 0.094195000000000015
decision_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 5 -2 -4 11 10 -9 -10 17 12 15 14 -14 -6 -17 19 -11 -8
right_child=2 -3 3 -5 6 -7 7 8 9 18 -12 -13 13 -15 -16 16 -18 -19 -20 -21
leaf_value=0.003645224439788701 -0.0034715469931847882 -0.0088913023327440357 -0.0012693326781331395 -0.0090809484237401039 0.0076965513284836928 0.0055219363782807477 -0.002009309119853803 -0.0027554178920474333 0.011221307612415904 0.0038735911605679886 0.0042373004038206204 0.0067995392552951299 0.0024520009164792946 0.0035183738086452736 -0.0087019192796256323 -0.0032639045138278797 0.0025471977369276597 -0.0065409574374664615 -0.0018957330090327573 0.0026341033708710171
leaf_weight=53 76 72 95 63 59 57 169 55 55 70 58 82 66 91 63 53 1589 56 52 57
leaf_count=53 76 72 95 63 59 57 169 55 55 70 58 82 66 91 63 53 1589 56 52 57
internal_value=0 -0.00356144 0.00157237 -0.00175784 0.00184313 0.00126557 0.00200069 0.000570701 0.00274311 0.00446184 -0.000906362 0.00240816 0.00221977 -0.000284653 -0.00298134 0.00254474 0.00235853 -0.00197065 0.00139981 -0.000830233
internal_weight=0 125 2866 215 2651 152 2575 572 232 177 340 2003 1921 220 129 1701 1642 282 122 226
internal_count=2991 125 2866 215 2651 152 2575 572 232 177 340 2003 1921 220 129 1701 1642 282 122 226
is_linear=0
shrinkage=0.16829


Tree=9680
num_leaves=24
num_cat=0
split_feature=1 52 1 2 39 2 2 4 1 3 4 160 3 1 3 3 2 1375 2 3 4 13 4
split_gain=4.66714 1.11617 0.61664 0.434832 0.42652 0.353227 0.316305 0.314954 0.237863 0.146642 0.190714 0.0992762 0.0945056 0.108895 0.10399 0.0920758 0.0917106 0.0734244 0.0722145 0.0891941 0.0588371 0.0564967 0.0419849
threshold=0.10442000000000001 -0.41694999999999993 0.12646500000000002 0.10043500000000001 0.0039300000000000003 -1.0000000180025095e-35 0.11366500000000002 0.31392000000000003 0.088035000000000016 0.088880000000000015 -0.057674999999999997 -0.06146999999999999 -0.060719999999999989 0.077375000000000013 -0.10115999999999999 -0.0042999999999999991 0.088065000000000018 1.0000000180025095e-35 0.092385000000000009 -0.12077499999999998 0.38865500000000003 -0.037164999999999997 0.00059000000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 5 6 -3 9 -4 -6 12 -11 -5 13 14 16 -9 -1 -16 19 -15 -13 -8 -14
right_child=1 2 7 11 8 -7 21 15 -10 10 -12 20 22 18 17 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00093671474342228126 0.00078185013373085197 0.00038472433464789519 0.00035536944604094145 0.00045997106989534536 0.00064891504045608902 0.00072986207283314106 0.00062229652114430668 0.000232179769710309 0.00037666525727893387 0.0007380790178971473 0.00047866072737665798 0.00023092564241050095 0.00088361104508716043 0.00054879036437356415 0.00071723093335596783 6.1135484129629686e-05 0.00074669956727363136 0.00082185898728928252 0.00078991701062331788 0.00068184557658784273 0.00036010835608664985 0.00048458805879553999 0.0007535581002193236
leaf_weight=52 68 59 102 52 74 73 68 52 68 62 64 84 58 68 1036 103 67 84 57 372 75 70 64
leaf_count=52 68 59 102 52 74 73 68 52 68 62 64 84 58 68 1036 103 67 84 57 372 75 70 64
internal_value=0 0.000380791 0.000335279 0.00042695 0.00069481 0.000575863 0.000706573 0.000212795 0.00051879 0.000717258 0.000606591 0.000333625 0.000724744 0.000718333 0.000735215 0.000118745 0.000830027 0.000725109 0.000676177 0.000661363 0.000292082 0.0005527 0.000815675
internal_weight=0 668 600 343 2264 132 2122 257 142 1984 126 211 1858 1736 1239 155 119 1120 497 440 159 138 122
internal_count=2932 668 600 343 2264 132 2122 257 142 1984 126 211 1858 1736 1239 155 119 1120 497 440 159 138 122
is_linear=0
shrinkage=0.0032998


Tree=9681
num_leaves=11
num_cat=0
split_feature=44 41 41 1186 10 130 13 43 133 12
split_gain=0.0982423 0.0959127 0.177099 0.0731609 0.0678291 0.0667626 0.104653 0.0868567 0.0742796 0.0263271
threshold=1.0000000180025095e-35 0.085175000000000015 0.078150000000000011 0.086325000000000027 0.053450000000000004 -0.015164999999999998 0.064420000000000019 -0.45780999999999999 -0.08860999999999998 0.08708500000000001
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 9 -7 -9 -1
right_child=-2 -3 -4 -5 -6 7 -8 8 -10 -11
leaf_value=-0.0010569781770147784 0.0085410028672556291 -0.0038358702026592127 0.011236702320241225 0.007607390721017457 -0.0037671405863260411 -0.0050089803891518684 0.010622518808138004 0.0037273551442516882 0.00098897143035670682 0.0040954194447898953
leaf_weight=52 56 95 53 53 73 62 56 326 2046 60
leaf_count=52 56 95 53 53 73 62 56 326 2046 60
internal_value=0 0.00141681 0.00159689 0.00140895 0.00128546 0.00142791 0.00467633 0.00120296 0.00136608 0.00168719
internal_weight=0 2876 2781 2728 2675 2602 168 2434 2372 112
internal_count=2932 2876 2781 2728 2675 2602 168 2434 2372 112
is_linear=0
shrinkage=0.16829


Tree=9682
num_leaves=11
num_cat=0
split_feature=132 9 34 44 34 130 13 43 1429 130
split_gain=0.0808655 0.0803493 0.0783079 0.0911759 0.0760217 0.0613765 0.122185 0.0825369 0.0617245 0.0164188
threshold=-0.41103999999999991 0.092645000000000019 -0.08563999999999998 1.0000000180025095e-35 -0.023104999999999997 -0.054004999999999991 0.064420000000000019 -0.45013999999999993 -0.089414999999999981 -0.087334999999999982
decision_type=2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 9 -7 -9 -6
right_child=1 -3 3 -5 5 7 -8 8 -10 -11
leaf_value=0.007812134200188268 0.0074206832615081276 -0.0052522444866446999 -0.0050988157036165127 0.0081513355788787236 -0.0012041379690798113 -0.0044013944125874116 0.010216476220867602 0.0068637378457678047 0.0009951998536533752 0.0028595875214508498
leaf_weight=53 58 54 56 52 54 79 62 52 2354 58
leaf_count=53 58 54 56 52 54 79 62 52 2354 58
internal_value=0 0.00117161 0.00129504 0.00116599 0.00103154 0.00116132 0.00421985 0.000946441 0.00112278 0.00088425
internal_weight=0 2879 2825 2767 2715 2659 174 2485 2406 112
internal_count=2932 2879 2825 2767 2715 2659 174 2485 2406 112
is_linear=0
shrinkage=0.16829


Tree=9683
num_leaves=32
num_cat=0
split_feature=1 3 3 155 3 3 2 3 13 1 3 147 3 2 2 1456 2 42 1 12 484 1185 3 12 403 1 123 1 133 12 2
split_gain=4.57023 1.50726 0.750971 0.465281 0.41871 0.367834 0.325116 0.342626 0.216663 0.154832 0.139648 0.137212 0.267446 0.123798 0.111419 0.110853 0.114403 0.101333 0.0995286 0.0985739 0.0813509 0.0764562 0.0587265 0.0527961 0.0695817 0.0452823 0.0334436 0.0310019 0.0194172 0.0181567 0.00869671
threshold=0.095920000000000019 -0.047774999999999991 0.3148450000000001 0.10022500000000002 0.076825000000000018 -0.088584999999999983 0.10836000000000003 -0.14326499999999995 -0.035924999999999992 0.08776500000000001 -0.0013299999999999998 1.0000000180025095e-35 0.13772500000000001 -0.007134999999999999 0.085865000000000011 -0.0095049999999999978 0.097005000000000022 0.088805000000000009 0.081315000000000012 0.084270000000000012 0.085405000000000023 0.086265000000000022 -0.083254999999999982 0.093985000000000013 -0.074859999999999982 0.089245000000000005 0.085705000000000017 0.11230000000000001 0.031880000000000012 0.096265000000000003 0.12026500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 4 5 10 27 7 18 29 15 13 12 -6 -3 23 22 19 -8 -1 20 -17 -21 -9 24 -11 -26 -15 -2 -18 -7 -19
right_child=1 2 -4 -5 11 8 17 9 -10 14 -12 -13 -14 26 -16 16 28 30 -20 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 -32
leaf_value=0.0010394008865102105 0.00050143392343767964 0.00024466926088145358 0.00010588367205547123 0.00089199325594575905 0.0007236606689129811 0.00081253426603498078 0.00055684761157840507 0.00060633946136967858 0.00050508870205017678 0.00085180820584555535 0.00017289824756358402 0.00038909336191395337 0.00043241946690048835 0.00048718390386510627 0.00054996054879651859 0.00089526168201474704 0.00066395654487355919 0.00073996599225273059 0.00083997024856917967 0.00077191521619206541 0.00074590794126242388 0.00090556684995739289 0.00074161933971378239 0.00062085040277467249 0.00079453346586378509 0.00067218812385331595 0.00037038030492418119 0.00039019217934696489 0.00074279869295731168 0.00071773673462946985 0.00066684374928205965
leaf_weight=61 55 59 103 65 75 56 103 61 52 52 52 53 65 61 52 175 86 55 55 794 56 53 98 52 52 120 55 65 82 56 53
leaf_count=61 55 59 103 65 75 56 103 61 52 52 52 53 65 61 52 175 86 55 55 794 56 53 98 52 52 120 55 65 82 56 53
internal_value=0 0.000471059 0.000358837 0.000639131 0.000420787 0.000581134 0.000756196 0.000770288 0.000683111 0.000758563 0.000324322 0.000534063 0.000588693 0.000369115 0.000692974 0.00077385 0.000784529 0.000632543 0.000945147 0.000797257 0.000859207 0.00078032 0.000689941 0.000719791 0.000742602 0.000709381 0.000432107 0.000441472 0.000702649 0.00076545 0.000704408
internal_weight=0 872 523 349 420 284 2060 1849 164 1733 227 193 140 175 328 1405 1246 211 116 1078 231 847 159 276 224 172 116 120 168 112 108
internal_count=2932 872 523 349 420 284 2060 1849 164 1733 227 193 140 175 328 1405 1246 211 116 1078 231 847 159 276 224 172 116 120 168 112 108
is_linear=0
shrinkage=0.0032998


Tree=9684
num_leaves=27
num_cat=0
split_feature=13 12 159 41 1 43 15 481 34 4 159 43 2 13 4 133 1 4 12 130 43 160 160 133 43 4
split_gain=0.0763171 0.0914497 0.0818954 0.0807656 0.064466 0.0762148 0.0808592 0.0693458 0.0768508 0.072967 0.0536872 0.053327 0.073369 0.123041 0.0486182 0.0431105 0.0612889 0.049215 0.0396701 0.0395708 0.0453652 0.0466331 0.0777488 0.0294363 0.025419 0.0233452
threshold=-0.100615 0.091735000000000025 0.08925000000000001 0.07677500000000001 0.07665000000000001 -0.17773999999999998 0.10841500000000003 -0.0087899999999999975 -0.084799999999999986 -0.17568999999999999 0.094385000000000011 -0.00098499999999999976 0.10155500000000002 -0.0081349999999999981 0.020110000000000006 0.087400000000000019 0.11617500000000001 -0.052619999999999993 0.090805000000000011 -0.060079999999999988 -0.011534999999999998 -0.088899999999999993 -0.081594999999999987 -0.065894999999999981 -0.08237499999999999 -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 2 2 2 2
left_child=1 3 4 10 11 -6 7 -7 -9 -10 14 19 13 18 -1 16 17 -4 -13 -2 21 25 -23 -22 -19 -21
right_child=2 -3 15 -5 5 6 -8 8 9 -11 -12 12 -14 -15 -16 -17 -18 24 -20 20 23 22 -24 -25 -26 -27
leaf_value=-0.0018674124046433648 0.005545418447046294 -0.0057280570140190654 0.0078387996516559415 0.0065411557573216653 -0.0049504456825008644 0.0056478663730323312 0.0059816353862931406 0.0061892550944543361 0.0041450763509017071 -0.00098016616123013469 -0.005380735016728427 0.00087114129972823038 -7.2465572597491332e-05 0.012736565640032586 0.0046637512294949134 0.0005804767513387175 0.010426594585945186 0.0046172158085069498 0.0064631585214471477 0.0063518495591700468 0.0018108670667847341 -0.0047862795856274875 0.0018989999193102546 -0.0031176346988941407 -0.00020417324016496667 0.0023934728471418812
leaf_weight=74 74 81 64 54 66 68 83 54 89 674 53 78 74 57 57 64 56 58 68 89 55 54 549 90 65 84
leaf_count=74 74 81 64 54 66 68 83 54 89 674 53 78 74 57 57 64 56 58 68 89 55 54 549 90 65 84
internal_value=0 -0.000841015 0.0019126 0.000814673 0.00156764 0.000578431 0.000957256 0.000484013 5.20191e-05 -0.000379978 -0.000856161 0.00237035 0.00443994 0.0060937 0.000960677 0.00449786 0.00552221 0.00404391 0.00348795 0.00179238 0.00148889 0.00200033 0.00129734 -0.00123581 0.00205472 0.00444025
internal_weight=0 319 2613 238 2306 1034 968 885 817 763 184 1272 277 203 131 307 243 187 146 995 921 776 603 145 123 173
internal_count=2932 319 2613 238 2306 1034 968 885 817 763 184 1272 277 203 131 307 243 187 146 995 921 776 603 145 123 173
is_linear=0
shrinkage=0.16829


Tree=9685
num_leaves=22
num_cat=0
split_feature=4 159 1429 160 4 42 4 48 40 49 4 49 43 0 43 42 0 4 0 0 0
split_gain=0.205441 0.109346 0.112126 0.132482 0.0779041 0.0822279 0.0588352 0.0587001 0.0720317 0.0622338 0.0513442 0.0440469 0.0626724 0.0373748 0.0346376 0.0338258 0.0217197 0.0205882 0.0228269 0.0321187 0.00137535
threshold=0.62720500000000012 -0.0048749999999999991 0.084845000000000018 -0.062634999999999982 0.25367000000000006 0.097585000000000019 0.065755000000000008 0.10971000000000002 -0.084754999999999983 0.11580500000000001 -0.078454999999999983 -0.045589999999999992 -1.0000000180025095e-35 -0.068419999999999995 -0.0078799999999999981 0.087550000000000017 -0.12368999999999998 -0.062804999999999986 -0.087404999999999997 -0.092724999999999988 -0.079794999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 -4 6 11 7 8 -3 -10 15 -6 -13 17 -8 -1 -14 -12 19 -19 -20
right_child=-2 2 3 -5 5 -7 14 -9 9 -11 13 12 16 -15 -16 -17 -18 18 20 -21 -22
leaf_value=0.0095883087055481393 -0.0092284703985547958 -0.0043926398713579548 -0.0088149450892527296 0.0015581427042594836 -0.00413402412911842 -0.0065601113949350287 0.0026438844162027433 0.0057748676360621434 0.0015910101386827705 -0.0041077634488430447 0.0007129773994145037 -0.0018900536611672796 0.0017135404271649821 -0.0013534159857970735 0.0078474169802110402 0.0036932164984459148 0.0065015622296050795 0.0049610851853964626 0.005316942435369904 -0.00026587831490770261 0.0068388608502312938
leaf_weight=62 52 63 70 69 53 64 87 83 1610 56 61 93 57 52 64 52 53 78 53 57 52
leaf_count=62 52 63 70 69 53 64 87 83 1610 56 61 93 57 52 64 52 53 78 53 57 52
internal_value=0 0.00144007 0.000984441 -0.00365279 0.00126757 -0.00116397 0.00166486 0.0013975 0.00118633 0.00139838 0.00379926 0.000178046 0.00131271 0.00278793 0.00486125 0.00691508 0.00403683 0.00350935 0.0042126 0.00274084 0.00608777
internal_weight=0 2889 2422 139 2283 320 1963 1812 1729 1666 467 256 203 353 151 114 110 301 240 135 105
internal_count=2941 2889 2422 139 2283 320 1963 1812 1729 1666 467 256 203 353 151 114 110 301 240 135 105
is_linear=0
shrinkage=0.16829


Tree=9686
num_leaves=26
num_cat=0
split_feature=4 2 376 2 2 0 52 11 0 16 2 2 15 15 4 40 133 16 47 16 0 16 16 4 0
split_gain=6.39369 2.48042 1.03725 0.729749 0.66812 0.433942 0.430777 0.384384 0.317552 0.326993 0.280143 0.273784 0.212575 0.23688 0.198133 0.156789 0.152677 0.136815 0.10706 0.0777577 0.10612 0.0961842 0.0649031 0.0628387 0.0347924
threshold=0.31392000000000003 0.13501500000000002 0.076485000000000011 0.089545000000000013 0.13881000000000002 -0.10594499999999998 0.042815000000000006 1.0000000180025095e-35 -0.070134999999999989 0.070590000000000014 0.15205000000000002 0.10869000000000002 -0.52461999999999986 -0.43587999999999999 0.0051950000000000008 -0.083354999999999985 0.096875000000000017 0.0054050000000000009 0.09550500000000002 0.0011450000000000004 -0.076914999999999997 0.18879500000000002 -0.54034499999999996 -0.037689999999999994 -0.089704999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 12 6 11 8 17 -10 -3 -5 -2 -14 19 -4 24 18 -1 20 -7 -21 -15 -19 -16
right_child=4 10 15 5 -6 14 -8 -9 9 -11 -12 -13 13 22 16 -17 -18 23 -20 21 -22 -23 -24 -25 -26
leaf_value=0.00090761360733202802 0.00020901513821715948 0.00047510945747052731 0.00036814613364139187 0.00063452376442042996 4.8806738355082505e-05 0.00084969592942646377 0.00082386827417450629 0.0011168774726604586 0.00054348213513625936 0.00085422416320087198 0.00014498307364780945 0.00033001906895476201 0.00061011376878934167 0.00043215525955414943 0.00069651319217910754 0.00062577832588018504 0.00055389666655468255 0.00084704269733290388 0.00077948980497653255 0.00094910069442712889 0.00072263217303549453 0.00082144786883925184 0.00027169046985322891 0.00068764508217998501 0.00081556577771054177
leaf_weight=989 54 59 53 87 85 163 82 72 64 90 54 52 63 60 52 52 54 66 81 109 139 181 54 52 74
leaf_count=989 54 59 53 87 85 163 82 72 64 90 54 52 63 60 52 52 54 66 81 109 139 181 54 52 74
internal_value=0 0.000796423 0.000817945 0.000831972 0.000299412 0.000763142 0.000633449 0.000880283 0.000867563 0.000725313 0.000317662 0.000520862 0.000391473 0.000446939 0.000800224 0.000496071 0.000703064 0.000885974 0.000897947 0.000829706 0.00079133 0.000869549 0.000356455 0.000777098 0.000766713
internal_weight=0 2625 2512 2407 316 993 221 1414 1342 154 113 139 231 177 772 105 180 1188 1070 592 302 290 114 118 126
internal_count=2941 2625 2512 2407 316 993 221 1414 1342 154 113 139 231 177 772 105 180 1188 1070 592 302 290 114 118 126
is_linear=0
shrinkage=0.0032998


Tree=9687
num_leaves=19
num_cat=0
split_feature=4 159 475 4 133 49 50 4 41 49 456 49 159 39 16 52 16 15
split_gain=0.154934 0.119729 0.148867 0.0955877 0.0907479 0.0751935 0.0675319 0.0598419 0.0601653 0.0538995 0.0528326 0.0546608 0.0540669 0.0493116 0.0671322 0.0284444 0.0263346 0.0208544
threshold=0.25367000000000006 0.051140000000000012 -0.014939999999999997 -0.045759999999999988 -0.051434999999999988 -0.14867499999999997 -1.0000000180025095e-35 -0.50139499999999992 1.0000000180025095e-35 -0.046739999999999997 0.084955000000000017 -0.0090499999999999973 -0.0062899999999999996 0.088850000000000026 -0.39761999999999992 -0.069059999999999996 -0.5061699999999999 -0.084904999999999994
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 -2 -1 -7 -8 10 -6 12 -12 -9 14 16 17 -11 -5
right_child=4 2 3 15 9 6 7 8 -10 13 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=0.0078547260239820119 -0.0068577941336203973 -0.006198942520906147 -0.0030721829172969577 0.0040456131940183257 -0.0051615550881166164 -0.0033319602612959858 0.0069338997211035374 0.0038591345655270438 0.0067733600867529607 0.0023420062436121732 0.0023881657700192522 0.0095827942050192867 0.0014788867566897523 -0.0023310946841898477 -0.0022058412962072185 0.0064052348711540899 0.007483191515060752 -0.00023226977950089936
leaf_weight=75 72 100 93 68 53 56 86 337 85 62 69 54 1397 97 59 64 54 60
leaf_count=75 72 100 93 68 53 56 86 337 85 62 69 54 1397 97 59 64 54 60
internal_value=0 0.00212108 -0.000609108 0.00134593 -0.00145109 0.00260877 0.00241911 0.00257881 0.00238502 -0.000247774 0.00218319 0.00556139 0.00194252 0.000703086 0.00239515 0.00349532 0.0047508 0.00202632
internal_weight=0 2544 385 285 397 2159 2084 2028 1942 325 1857 123 1734 272 175 192 116 128
internal_count=2941 2544 385 285 397 2159 2084 2028 1942 325 1857 123 1734 272 175 192 116 128
is_linear=0
shrinkage=0.16829


Tree=9688
num_leaves=13
num_cat=0
split_feature=3 9 1210 13 51 42 133 106 132 0 12 51
split_gain=0.171094 0.155201 0.0801267 0.0799414 0.0632837 0.0772812 0.0718018 0.0571791 0.049509 0.0670849 0.0643526 0.0334678
threshold=0.3148450000000001 0.089645000000000016 -0.08019999999999998 -0.051009999999999993 0.11794000000000002 0.11929000000000002 0.15113000000000001 0.085650000000000018 0.092880000000000004 0.12503500000000004 0.089350000000000013 0.15358000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 7 -7 8 9 -4 -10 -6
right_child=-2 -3 4 -5 11 6 -8 -9 10 -11 -12 -13
leaf_value=-0.0076822357945830443 -0.0054397153351717319 0.010720089394644687 0.001799371919258967 0.00086174777969864023 0.0071179411233949549 -0.0067946224812915406 0.0016518430433308986 -0.0038273390165951622 -0.005647247905172262 0.0074260462088644461 0.0014429546678232652 0.002204596385994996
leaf_weight=53 101 52 2115 74 87 61 53 53 57 62 99 74
leaf_count=53 101 52 2115 74 87 61 53 53 57 62 99 74
internal_value=0 0.00160532 0.00143468 -0.00268971 0.00163219 0.00142291 -0.002852 0.00162791 0.00175261 0.00196044 -0.00113618 0.00487079
internal_weight=0 2840 2788 127 2661 2500 114 2386 2333 2177 156 161
internal_count=2941 2840 2788 127 2661 2500 114 2386 2333 2177 156 161
is_linear=0
shrinkage=0.16829


Tree=9689
num_leaves=28
num_cat=0
split_feature=3 3 43 16 42 147 3 3 43 13 16 159 16 3 3 16 42 3 48 3 48 16 3 376 13 16 13
split_gain=8.09185 2.77085 1.22498 0.930681 0.729265 0.598682 0.339778 0.315648 0.394644 0.299528 0.41197 0.276357 0.655248 0.164576 0.234902 0.224563 0.187096 0.153349 0.149536 0.100046 0.0956098 0.0949616 0.0911933 0.0684171 0.0684074 0.0434225 0.0344331
threshold=-0.053364999999999996 0.3148450000000001 -0.033049999999999989 -0.18817999999999999 -1.0000000180025095e-35 1.0000000180025095e-35 -0.14954999999999999 0.11391500000000002 0.0049250000000000014 -0.085919999999999982 -0.071444999999999995 0.08894500000000001 0.024125000000000004 -0.13117499999999996 -0.15755 0.51041000000000014 0.11966500000000001 -0.092954999999999996 0.08783500000000001 -0.08212499999999999 0.091195000000000012 0.08215500000000002 0.057935000000000007 0.083295000000000022 -0.0096349999999999977 -0.44388499999999992 -0.081999999999999976
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 -2 7 -1 8 18 -6 -11 13 26 14 21 16 17 24 22 -19 -9 -5 -4 -12 -15 -8 -13
right_child=1 -3 5 11 9 -7 25 20 -10 10 23 12 -14 15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00053938773025579432 0.00084693161258266492 8.5749771221270435e-05 0.00090707157902692934 0.00092537516909122061 0.00063343525910166776 0.00047648344117899268 0.00090079958501143402 0.00077315880396943023 0.00067997501814573305 0.00014797191475255991 0.00056537072498531184 0.0010961105035143537 0.00061498723052551285 0.00082682977395301101 0.0013050994877183797 0.00079765032982500813 0.00084832168237635158 0.0010664124174824322 0.00080886365893083844 0.0010059248275079617 0.00056952093443791486 0.0011168568236374287 0.0010836132584712422 0.00039230771874117953 0.00097474731002810994 0.00077170629518993861 0.00097250814244516338
leaf_weight=54 53 101 54 52 53 62 83 53 74 68 52 54 65 53 52 55 72 643 52 628 52 72 93 52 123 52 64
leaf_count=54 53 101 54 52 53 62 83 53 74 68 52 54 65 53 52 55 72 643 52 628 52 72 93 52 123 52 64
internal_value=0 0.000597895 0.000669888 0.00098417 0.000498064 0.00077837 0.000762394 0.000827793 0.000887336 0.000415729 0.000348441 0.00100584 0.000882378 0.00101873 0.0011163 0.00100779 0.00101538 0.00102367 0.000964268 0.00103655 0.000672645 0.00103684 0.001019 0.000479178 0.000930404 0.000851336 0.00102937
internal_weight=0 819 718 2122 278 440 189 378 273 225 172 1933 183 1750 176 1574 1519 1447 199 1271 105 124 147 104 176 135 118
internal_count=2941 819 718 2122 278 440 189 378 273 225 172 1933 183 1750 176 1574 1519 1447 199 1271 105 124 147 104 176 135 118
is_linear=0
shrinkage=0.0032998


Tree=9690
num_leaves=35
num_cat=0
split_feature=1 2 12 2 1 1210 2 475 2 484 1 16 151 12 42 12 16 12 42 159 14 16 16 42 2 2 16 2 16 16 16 42 16 1213
split_gain=9.05619 1.69077 1.82156 0.8618 0.558487 0.587588 0.382081 0.368536 0.318967 0.25556 0.242109 0.323011 0.235213 0.222089 0.196749 0.174802 0.143246 0.122329 0.196529 0.117851 0.0965593 0.0934201 0.0821674 0.0778882 0.077535 0.105406 0.104942 0.0752895 0.0564447 0.0784835 0.0529165 0.0247828 0.0220836 0.015022
threshold=0.10442000000000001 0.12026500000000001 0.085075000000000026 0.091235000000000024 0.090355000000000005 -0.0084449999999999994 -1.0000000180025095e-35 -0.085684999999999997 0.16730000000000003 0.085835000000000009 0.08864000000000001 0.16094000000000003 -0.00016499999999999997 0.092085000000000014 0.086245000000000002 0.083310000000000009 -0.080789999999999987 0.10700500000000002 0.09087000000000002 -0.061769999999999999 -1.0000000180025095e-35 -0.073554999999999995 0.31625000000000009 0.084805000000000005 0.10745500000000001 0.096540000000000015 -0.018754999999999997 0.084095000000000017 -0.077679999999999985 -0.055004999999999991 -0.052894999999999991 0.091005000000000016 -0.4193599999999999 -0.044899999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 5 16 -2 -7 20 14 13 -12 -6 24 15 -9 -1 18 -4 -15 -3 -8 30 -11 25 26 -5 -16 -14 -30 33 -31 -22 -21
right_child=1 8 17 10 12 7 21 9 -10 23 11 -13 28 19 27 -17 -18 -19 -20 22 32 -23 -24 -25 -26 -27 -28 -29 29 31 -32 -33 -34 -35
leaf_value=0.00112362989242075 0.00026733734672974217 0.00045211002533473077 0.0010438842317045647 0.00082846514183700711 0.00064952295578793093 0.0011942428366593389 0.00045776640556185734 0.00090503946957322227 9.5936620032589058e-05 0.00071755939948374089 0.0005914943428383118 0.00092479036790321905 0.00081522004136295719 0.00071150625783530051 0.00098565081180245124 0.0010472831673374308 0.0013356755696223065 0.00073558385097818695 0.00077928818895008154 0.00091524764037011338 0.0003448678424686111 0.00064403989150374095 0.0009611716106170241 0.0009000298686473151 0.00082949793776391102 0.0010664245495856344 0.0010252171332393489 0.00086001779284456737 0.001032095532991959 0.00082021230367571279 0.00075989806464782058 0.00093208155809195239 0.0002477515144419613 0.0008384934977264068
leaf_weight=99 96 71 72 72 53 85 64 123 72 52 84 52 73 83 87 473 58 53 56 54 53 58 66 57 52 89 55 157 58 54 93 52 58 129
leaf_count=99 96 71 72 72 53 85 64 123 72 52 84 52 73 83 87 473 58 53 56 54 53 58 66 57 52 89 55 157 58 54 93 52 58 129
internal_value=0 0.000493221 0.000627262 0.000933465 0.000981302 0.00101308 0.00042379 0.000984329 0.000282522 0.00096549 0.000847963 0.00071919 0.000850683 0.000873183 0.000985196 0.00101799 0.00120219 0.000872134 0.000928399 0.00082563 0.000356142 0.000546611 0.000853224 0.000813303 0.000948462 0.000976938 0.00091395 0.000904958 0.000895519 0.000931047 0.000827283 0.000875424 0.00029444 0.000861335
internal_weight=0 653 399 2310 1481 1191 218 1034 254 949 829 136 290 693 840 596 157 181 128 425 182 122 342 109 268 216 127 244 237 164 276 106 111 183
internal_count=2963 653 399 2310 1481 1191 218 1034 254 949 829 136 290 693 840 596 157 181 128 425 182 122 342 109 268 216 127 244 237 164 276 106 111 183
is_linear=0
shrinkage=0.0032998


Tree=9691
num_leaves=15
num_cat=0
split_feature=3 1429 3 97 480 42 15 16 133 1213 484 42 133 1455
split_gain=0.160121 0.103486 0.181976 0.12088 0.0668817 0.0628551 0.0593955 0.103224 0.0490998 0.132639 0.0702031 0.0628098 0.0553719 0.0341894
threshold=0.35004500000000011 0.084485000000000018 -0.095554999999999987 -0.0047149999999999996 -1.0000000180025095e-35 0.086000000000000007 -0.38214499999999996 -0.40885499999999991 -0.12331499999999999 -0.086844999999999992 -0.088654999999999998 0.10321000000000001 -0.53082999999999991 0.0093900000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -4 7 -6 9 -8 13 -12 -11 -10
right_child=-2 2 5 4 6 -7 8 -9 10 12 11 -13 -14 -15
leaf_value=-0.0045616111561437534 -0.0047291437966445254 0.015259009272060624 0.0064935201970504342 -0.0015566984701899844 0.003530012114550857 -0.00051224551964549887 -0.0059203577667065171 -0.0056755621744804686 -0.0019347506925297079 -0.0017060467028143188 0.0041417371551596372 0.0010673571076176783 0.0044132374421193858 0.0033478050358961742
leaf_weight=63 78 52 90 92 83 60 59 59 94 54 1730 213 181 55
leaf_count=63 78 52 90 92 83 60 59 59 94 54 1730 213 181 55
internal_value=0 0.00298963 0.00666906 0.00271194 0.00288752 0.00367924 0.00304997 -0.000282187 0.00324903 0.00120332 0.00353567 0.00380564 0.00299946 3.12842e-06
internal_weight=0 2885 202 2683 2620 150 2528 142 2386 294 2092 1943 235 149
internal_count=2963 2885 202 2683 2620 150 2528 142 2386 294 2092 1943 235 149
is_linear=0
shrinkage=0.16829


Tree=9692
num_leaves=30
num_cat=0
split_feature=3 3 43 42 12 13 3 12 3 13 160 160 42 42 13 3 3 43 3 403 10 457 50 51 12 376 3 43 13
split_gain=4.24754 1.23498 1.06036 0.670519 0.477808 0.416144 0.301871 0.236417 0.199379 0.208671 0.15719 0.127482 0.107324 0.104894 0.125608 0.10089 0.0973338 0.0916837 0.0786739 0.0767495 0.0700801 0.0608099 0.0506238 0.050412 0.0503222 0.0444062 0.0340247 0.0149891 0.0220395
threshold=-0.062694999999999987 0.28833000000000003 -0.049364999999999992 -1.0000000180025095e-35 0.023990000000000004 -0.007069999999999999 0.110335 0.098595000000000016 0.076825000000000018 -1.0000000180025095e-35 -0.52336499999999997 -0.0096749999999999978 -1.0000000180025095e-35 0.091485000000000025 -0.10373499999999998 0.12955000000000003 -0.078254999999999977 0.054875000000000007 -0.080694999999999975 -0.079109999999999986 -1.0000000180025095e-35 0.062030000000000009 0.08568000000000002 0.080080000000000026 0.088395000000000015 1.0000000180025095e-35 -0.074679999999999983 -0.14074499999999998 0.032645000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 -1 20 8 10 9 -4 24 -10 27 14 -12 -8 -14 21 19 -15 -5 -16 26 -3 -6 -22 -20 -9 -29
right_child=1 23 6 5 7 -7 15 12 11 -11 13 -13 16 18 17 -17 -18 -19 22 -21 25 -23 -24 -25 -26 -27 -28 28 -30
leaf_value=0.00056950081472386652 0.00077141056817283044 0.0002058920378659234 0.00077837235207654223 0.00035803765798999015 0.00081334224061360867 0.00012815868339075535 0.00046748930649183969 0.00088325621189051936 0.00096521670168125961 0.00051954153680371161 0.0010496612455071132 0.00076935375268814485 0.00063728325966546588 0.0008433386201646731 0.00089647636788521155 0.00066369847570376989 0.00078944537542797988 0.00078110141614857564 0.00079188460226002947 0.00067617112264114945 0.00043883678214605253 0.00079983068650937047 0.00095214648249357316 0.00034105981294331434 0.00066215144008752408 0.00057821271212036228 0.00089927848952638708 0.00085472720845493181 0.00075110273421581273
leaf_weight=70 58 75 100 54 53 57 53 57 70 53 52 82 93 59 1018 67 99 99 107 69 55 84 54 53 52 52 57 59 52
leaf_count=70 58 75 100 54 53 57 53 57 70 53 52 82 93 59 1018 67 99 99 107 69 55 84 54 53 52 52 57 59 52
internal_value=0 0.000560669 0.00061513 0.000455525 0.000839153 0.00037132 0.000718696 0.000848281 0.000774199 0.000688942 0.000864684 0.000859786 0.000770542 0.000872928 0.000887323 0.000577333 0.000715925 0.000880265 0.000820694 0.0007535 0.00045719 0.000889142 0.000859986 0.000262135 0.000738802 0.0005069 0.000829425 0.000832752 0.0008065
internal_weight=0 829 701 276 2134 218 425 2064 305 153 1704 152 360 1599 1253 120 192 1201 346 128 161 1102 218 128 105 107 164 168 111
internal_count=2963 829 701 276 2134 218 425 2064 305 153 1704 152 360 1599 1253 120 192 1201 346 128 161 1102 218 128 105 107 164 168 111
is_linear=0
shrinkage=0.0032998


Tree=9693
num_leaves=28
num_cat=0
split_feature=1 3 2 10 2 14 2 2 12 1 3 12 39 13 12 42 151 3 52 133 2 49 13 13 42 52 42
split_gain=8.85656 2.21598 1.00762 0.783908 0.736799 0.533641 0.532887 0.725876 0.397801 0.343604 0.478664 0.311243 0.240815 0.289989 0.138288 0.135122 0.126399 0.16351 0.24057 0.146341 0.134414 0.0921102 0.0700653 0.067426 0.0700915 0.0477945 0.0409242
threshold=0.10661000000000002 -0.057749999999999989 0.10656 -1.0000000180025095e-35 0.16993500000000003 0.073890000000000011 -1.0000000180025095e-35 0.10859000000000001 0.056995000000000011 0.088035000000000016 -1.0000000180025095e-35 0.099035000000000026 0.089155000000000012 -1.0000000180025095e-35 -0.064689999999999984 0.09087000000000002 -0.083939999999999987 -0.095554999999999987 -0.088779999999999984 0.08265500000000002 0.087710000000000024 0.097940000000000013 -0.086304999999999979 0.049070000000000009 -0.061474999999999995 -0.065394999999999995 0.10077000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 15 -1 6 8 -3 -8 9 14 -11 16 13 -9 -5 -2 19 18 -18 -10 -19 23 -21 26 -25 -16 -13
right_child=1 4 -4 5 -6 -7 7 12 11 10 -12 21 -14 -15 25 -17 17 20 -20 22 -22 -23 -24 24 -26 -27 -28
leaf_value=0.00048589506784584761 0.0010319842683041563 0.00013106928676379751 0.00044802336692937911 0.0010069117033046973 -5.085070437111113e-05 0.0011512359418887421 0.00076832028231027722 0.00026317125638634139 0.0006877977346270702 0.00044949476345857331 0.00081858511775748078 0.00094152665190710939 0.00015158294519656917 0.0005640153368683756 0.00073123496349104887 0.00080440197777302211 0.0011689538188934877 0.00094667354721269831 0.00091927836548469268 0.00080398939849769628 0.00087468740283093416 0.00069672453629252506 0.00096899373443247092 0.00085751391821052526 0.00068261324056081779 0.00087634513266199646 0.00081464312760773079
leaf_weight=53 56 89 90 62 58 85 54 73 53 66 93 76 56 68 52 63 76 734 100 53 493 70 71 55 52 58 54
leaf_count=53 56 89 90 62 58 85 54 73 53 66 93 76 56 68 52 63 76 734 100 53 493 70 71 55 52 58 54
internal_value=0 0.000437002 0.000712254 0.000884128 0.000292372 0.000893277 0.000351025 0.000428877 0.000883376 0.00077709 0.000665599 0.000902001 0.000335653 0.000408509 0.000879949 0.000911796 0.000920837 0.000931542 0.00102729 0.000835784 0.000917779 0.000804943 0.000898752 0.000836758 0.000772845 0.000808068 0.000889092
internal_weight=0 607 209 2356 398 2303 340 251 2218 331 159 1887 197 141 172 119 1580 1403 176 177 1227 307 124 237 107 110 130
internal_count=2963 607 209 2356 398 2303 340 251 2218 331 159 1887 197 141 172 119 1580 1403 176 177 1227 307 124 237 107 110 130
is_linear=0
shrinkage=0.0032998


Tree=9694
num_leaves=17
num_cat=0
split_feature=3 40 9 43 43 13 1209 1210 160 484 13 13 403 40 43 0
split_gain=0.147186 0.0908848 0.087943 0.0872832 0.116581 0.103718 0.0751913 0.127628 0.0719589 0.128726 0.0720543 0.0698889 0.110081 0.0485553 0.027391 0.0238008
threshold=0.28833000000000003 -0.084924999999999987 0.08542000000000001 -0.11158 -0.14239499999999997 0.10621000000000001 1.0000000180025095e-35 -0.077869999999999981 0.051580000000000008 -0.082054999999999975 -0.14545999999999995 0.17888000000000001 -0.011514999999999999 -0.099844999999999989 -0.48891499999999993 -0.12851999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 11 6 8 -8 10 -10 -5 12 -3 -1 -13 -2
right_child=15 2 -4 5 -6 -7 7 -9 9 -11 -12 14 -14 -15 -16 -17
leaf_value=0.0025579915023916117 -0.0045873423009738287 0.0078815685214371437 0.0099861257347436099 -0.0030957594267527417 0.0126687334798224 -0.0038359383257693795 0.013015634980607038 0.0026386474083662723 0.00049016718136608958 0.0077179085188493861 0.0031291383564166146 0.010097406645112782 -0.0020992214673887948 -0.0046024200173502075 0.0049853927801204378 0
leaf_weight=53 58 53 67 54 67 54 63 73 99 241 1758 63 76 54 60 70
leaf_count=53 58 53 67 54 67 54 63 73 99 241 1758 63 76 54 60 70
internal_value=0 0.00375908 0.00394793 0.00379522 0.00641329 0.00343785 0.00361031 0.00745884 0.00336626 0.00561864 0.00294264 0.00474301 0.00198749 -0.00103888 0.00761835 -0.00206621
internal_weight=0 2835 2728 2661 319 2342 2288 136 2152 340 1812 252 129 107 123 128
internal_count=2963 2835 2728 2661 319 2342 2288 136 2152 340 1812 252 129 107 123 128
is_linear=0
shrinkage=0.16829


Tree=9695
num_leaves=10
num_cat=0
split_feature=2 2 131 132 124 376 1212 475 1212
split_gain=0.108989 0.0936578 0.0600404 0.0522881 0.0551974 0.105463 0.0539922 0.068593 0.0576765
threshold=0.25063000000000007 -0.10238999999999998 0.13267500000000002 -0.26605999999999996 0.0040150000000000003 0.08573500000000002 0.087865000000000013 -0.084344999999999989 0.092030000000000015
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -5 -8
right_child=-2 2 -4 4 -6 -7 8 -9 -10
leaf_value=-0.0022766344248921319 -0.0045435363713299181 0.0077759158143057908 -0.0025350560387174996 0.0056203053513912979 -0.0023107837424640476 0.009967076927657333 0.0099808426310915022 0.0025124142052593648 0.0038725320733505059
leaf_weight=94 56 70 52 223 52 64 61 2164 162
leaf_count=94 56 70 52 223 52 64 61 2164 162
internal_value=0 0.00293888 0.00311165 0.00321731 0.0030996 0.00320548 0.00303899 0.00280351 0.00555147
internal_weight=0 2942 2848 2796 2726 2674 2610 2387 223
internal_count=2998 2942 2848 2796 2726 2674 2610 2387 223
is_linear=0
shrinkage=0.16829


Tree=9696
num_leaves=27
num_cat=0
split_feature=10 403 2 52 16 2 402 2 16 52 0 4 0 4 13 3 2 13 13 16 0 13 2 52 472 3
split_gain=0.16683 0.0710054 0.0639461 0.0748514 0.125288 0.0583361 0.0769141 0.0659553 0.0568969 0.112326 0.0994805 0.101127 0.0489919 0.0920776 0.0474787 0.0684259 0.0541914 0.0394013 0.0377244 0.0479353 0.035516 0.0352923 0.0335409 0.0206083 0.0280871 0.045267
threshold=-0.093904999999999988 -0.121015 0.091235000000000024 0.39985000000000009 -0.044939999999999987 0.086865000000000012 -0.011954999999999999 0.097180000000000016 -0.010034999999999999 -0.072664999999999993 -0.080064999999999983 -0.0083149999999999977 -0.067434999999999981 0.024470000000000002 -0.09547499999999999 -0.08095999999999999 -0.10238999999999998 -0.041479999999999996 -0.084924999999999987 -0.15105999999999997 -0.12259499999999998 -0.16392499999999996 0.084815000000000015 0.10096500000000001 -1.0000000180025095e-35 -0.14326499999999995
decision_type=2 2 2 2 2 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 6 -2 -7 9 -4 11 -10 17 -14 15 -3 -16 21 22 -20 -19 -11 -18 24 -12 -26
right_child=1 2 8 4 -6 7 -8 -9 10 12 23 -13 13 -15 16 -17 18 20 19 -21 -22 -23 -24 -25 25 -27
leaf_value=-0.0052960116133020955 0.0016207680022916587 0.011612307403003019 0.01040775017437227 0.0049826911517817435 -0.0057149836990859236 0.0053618048023008971 -0.0061457915676532762 -0.001527330357950386 0.00046312298225271444 -0.00093023017753438692 -0.0010880667094456003 -0.0093117541598900823 0.010154655162444895 0.0003321588247777141 -0.0017435212528792326 0.0035933215973389244 0.00014372730708478492 0.0018365092076689522 -0.0005136700284089689 0.0046238262733830872 -0.0026480628793571648 0.0040305680269045394 0.0036747220970070374 -0.00088428481399735926 0.0076173220496245087 0.0020101567205923392
leaf_weight=79 70 53 52 61 63 89 74 70 70 52 52 52 56 53 52 72 134 103 54 871 97 177 180 63 52 197
leaf_count=79 70 53 52 61 63 89 74 70 70 52 52 52 56 53 52 72 134 103 54 871 97 177 180 63 52 197
internal_value=0 0.0025346 0.0028171 0.00351385 -0.000437929 8.96241e-05 -0.0023579 0.00231755 0.00181823 0.00292949 0.000465479 -0.00368849 0.00220334 0.00539506 0.00386118 0.00700774 0.00355512 0.00138821 0.00377895 0.00432197 -0.000329525 0.00289625 0.00217359 0.00186268 0.0024436 0.00318835
internal_weight=0 2919 2616 1540 124 303 144 159 1076 590 486 122 538 109 1416 125 1291 429 1239 925 200 229 314 364 301 249
internal_count=2998 2919 2616 1540 124 303 144 159 1076 590 486 122 538 109 1416 125 1291 429 1239 925 200 229 314 364 301 249
is_linear=0
shrinkage=0.16829


Tree=9697
num_leaves=28
num_cat=0
split_feature=1 10 15 14 12 4 4 4 0 1 0 0 4 12 4 15 12 15 1 12 1212 43 12 0 0 1212 12
split_gain=3.30015 0.453731 0.479717 0.260983 0.246884 0.201563 0.15622 0.20913 0.144854 0.143866 0.133405 0.132266 0.102574 0.0831153 0.0811621 0.110886 0.0765267 0.0681952 0.0642647 0.0592569 0.0387598 0.0557606 0.0317724 0.0313206 0.0312999 0.0229637 0.0129671
threshold=0.10471000000000001 -0.36237499999999995 -0.26361999999999991 0.056865000000000006 0.090885000000000007 0.056640000000000003 0.10055500000000002 -0.14595999999999995 -0.13409999999999997 0.13130500000000003 -0.11167499999999998 -0.082914999999999975 -0.036839999999999991 -1.0000000180025095e-35 -0.016339999999999997 -0.0094049999999999984 0.11582000000000002 -0.047249999999999993 0.089075000000000015 0.084130000000000024 0.086260000000000017 0.0049250000000000014 0.090285000000000018 -0.061674999999999994 -0.085754999999999984 -0.018699999999999998 0.094435000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 9 5 6 8 7 -4 18 -3 -7 14 -6 -9 19 24 20 22 -1 -10 21 -13 -12 -11 -16 -21 -22
right_child=1 2 4 -5 12 10 -8 13 11 23 17 16 -14 -15 15 -17 -18 -19 -20 25 26 -23 -24 -25 -26 -27 -28
leaf_value=0.00058949477110356878 5.9749581799711896e-05 0.00035002785156735465 0.00049691361787615712 0.00079801735536222363 0.00066921993028510999 0.00062851053163122264 0.00050258556443015024 0.00016202091388557821 0.00053574095035522728 0.00022348125425966889 0.00058312243675409073 0.0006176002384903562 0.00048829785589875048 0.00034167847027195283 0.00065650531336425017 0.00083370973422189679 0.00048015636003880419 0.00037344086310634904 0.00042288761530589412 0.00070804834238756477 0.00069668101347170335 0.00054585520544432142 0.00047152995755771643 0.00011212441407406034 0.00073545413447179023 0.00063398348818568282 0.00062282151553647697
leaf_weight=52 52 91 53 88 54 98 81 62 65 63 52 680 102 53 270 58 52 53 54 66 83 155 75 52 81 294 59
leaf_count=52 52 91 53 88 54 98 81 62 65 63 52 680 102 53 270 58 52 53 54 66 83 155 75 52 81 294 59
internal_value=0 0.000356457 0.000381651 0.000620399 0.000447705 0.000613427 0.000382754 0.000324769 0.00062527 0.000251615 0.000529422 0.000632097 0.000551151 0.000245126 0.000663435 0.000697442 0.000606663 0.000475277 0.000504952 0.000630626 0.00061336 0.000604324 0.000517499 0.000173435 0.000674825 0.00064766 0.000666241
internal_weight=0 663 611 2335 405 2247 249 168 1969 206 278 1863 156 115 834 409 1029 180 106 425 977 835 127 115 351 360 142
internal_count=2998 663 611 2335 405 2247 249 168 1969 206 278 1863 156 115 834 409 1029 180 106 425 977 835 127 115 351 360 142
is_linear=0
shrinkage=0.0032998


Tree=9698
num_leaves=27
num_cat=0
split_feature=12 12 13 16 123 9 150 150 133 12 12 1453 0 16 0 0 13 0 480 160 52 402 133 16 0 52
split_gain=2.5599 0.749555 0.554334 0.508859 0.456865 0.268604 0.271052 0.357288 0.381475 0.188751 0.170856 0.214102 0.151722 0.120545 0.11044 0.107232 0.0920542 0.0909326 0.0877322 0.068101 0.0667485 0.0661232 0.0610433 0.053867 0.0526825 0.0466291
threshold=0.056995000000000011 0.096990000000000007 -0.27740999999999993 -0.35377499999999995 0.08901000000000002 -1.0000000180025095e-35 0.084925000000000014 -0.029954999999999999 -0.029244999999999997 0.13642500000000005 0.082425000000000012 -0.077314999999999981 -0.22163999999999998 -0.052894999999999991 -0.13843999999999998 -0.084154999999999994 -0.43902499999999994 0.064400000000000013 0.087510000000000018 -0.081969999999999987 0.069415000000000018 0.090375000000000025 0.096875000000000017 -0.080419999999999978 -0.076734999999999984 -0.23815499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 16 -3 5 -4 7 -7 -9 13 -2 -12 -10 20 -13 18 -1 19 21 -17 -5 -16 25 -22 -6 -15
right_child=1 3 4 9 24 6 -8 8 12 -11 11 14 -14 22 15 17 -18 -19 -20 -21 23 -23 -24 -25 -26 -27
leaf_value=0.00013518942298663429 0.00086271460980711734 0.00023194689994591823 0.00029540529003381765 0.00058176956590282438 0.0003504521469538798 0.00032236596031159903 0.00037052512262813125 0.00036871959033499095 0.00080629495286669922 0.00038156848191495617 0.00047619452769377007 0.00053672127325677331 0.00061531794559237089 0.00065215823977846099 0.00071483642879905166 0.00057199269434268232 0.00032002907986610998 0.00079617765666207998 0.0005847169857342774 0.00066365186297191606 0.00078598401932508753 0.00081985251528487091 0.00046569308930476626 0.00063518532502773858 0.00020711977723187794 0.00053016940015109947
leaf_weight=65 55 54 62 82 54 58 99 63 58 52 59 58 236 64 556 110 55 52 53 633 55 80 79 57 62 87
leaf_count=65 55 54 62 82 54 58 99 63 58 52 59 58 236 64 556 110 55 52 53 633 55 80 79 57 62 87
internal_value=0 0.000644939 0.000427803 0.000536615 0.000463752 0.000501875 0.000526711 0.000563885 0.000603025 0.000571104 0.000679587 0.000673274 0.000653114 0.000594265 0.000680792 0.000686399 0.000220201 0.000659726 0.000717123 0.000650129 0.000655723 0.000728101 0.000542274 0.000709553 0.000274147 0.000582107
internal_weight=0 2186 812 530 692 576 514 415 357 476 1656 1601 294 424 1542 1484 120 795 689 743 194 636 230 112 116 151
internal_count=2998 2186 812 530 692 576 514 415 357 476 1656 1601 294 424 1542 1484 120 795 689 743 194 636 230 112 116 151
is_linear=0
shrinkage=0.0032998


Tree=9699
num_leaves=29
num_cat=0
split_feature=1 52 10 12 2 4 14 1 4 2 2 2 4 51 13 34 13 159 4 2 1210 12 2 4 4 1 4 2
split_gain=7.18118 1.15011 0.668632 0.630775 0.597928 0.377792 0.277238 0.260949 0.459439 0.178282 0.157891 0.133269 0.130481 0.105062 0.142211 0.091594 0.0842927 0.0688526 0.0853046 0.0634894 0.0510712 0.0469237 0.0510418 0.0419517 0.0405852 0.029495 0.052075 0.0195646
threshold=0.10471000000000001 -0.40011499999999994 -0.36237499999999995 0.088325000000000015 0.092855000000000007 0.26846000000000009 0.056865000000000006 0.089370000000000019 -0.16236499999999995 -0.013084999999999998 -0.0050599999999999994 0.12750000000000003 0.50027500000000014 0.0045000000000000014 -1.0000000180025095e-35 -0.082914999999999989 -0.096079999999999985 0.084685000000000024 0.043640000000000005 0.091235000000000024 -0.084114999999999981 0.093185000000000004 0.10155500000000002 0.10910000000000002 -0.014099999999999998 0.11215000000000001 0.043640000000000005 0.10615500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 10 6 -5 9 11 -9 -1 15 17 25 16 24 -4 -11 18 21 20 -18 22 -6 -20 -15 -12 -27 -23
right_child=1 2 3 5 7 -7 -8 8 -10 13 12 -13 -14 14 -16 -17 19 -19 23 -21 -22 27 -24 -25 -26 26 -28 -29
leaf_value=0.00087179521057360561 0.0010142594551002483 0.00021606663407373598 0.00053061880178146507 0.00094595604307969158 0.0011113686212782326 0.00058393510272065593 0.0012552145709046568 0.0010265742959910049 0.00062167908229967877 0.0011687250839952227 0.00057255499331402811 0.00080539811557490547 0.00048357000850802318 0.00096594792960383758 0.00082960382186376741 0.00033180199264196879 0.00095624847816093103 0.0010672112132259169 0.00081427776905885238 0.00094374037688778887 0.0010615354517991761 0.00093464838236808549 0.00096325096296758558 0.00095126942454003705 0.001100442490639402 0.00073120389360699877 0.00059430996778307254 0.0010075638223768341
leaf_weight=69 73 52 52 82 64 52 69 54 72 75 69 56 100 55 57 52 60 87 59 64 1093 159 52 52 59 65 66 79
leaf_count=69 73 52 52 82 64 52 69 54 72 75 69 56 100 55 57 52 60 87 59 64 1093 159 52 52 59 65 66 79
internal_value=0 0.000622909 0.000574427 0.000608999 0.00101221 0.000805733 0.00104814 0.00093378 0.000795485 0.00103879 0.000543659 0.000962382 0.000582406 0.00104664 0.000967317 0.000431549 0.00105712 0.000978244 0.000961522 0.00105021 0.00105609 0.00098737 0.00104527 0.000878771 0.00103586 0.000631647 0.000662503 0.000958999
internal_weight=0 663 590 538 2335 134 1601 734 126 1532 404 608 300 1463 171 104 1292 552 465 1217 1153 354 116 111 114 200 131 238
internal_count=2998 663 590 538 2335 134 1601 734 126 1532 404 608 300 1463 171 104 1292 552 465 1217 1153 354 116 111 114 200 131 238
is_linear=0
shrinkage=0.0032998


Tree=9700
num_leaves=25
num_cat=0
split_feature=1 41 52 52 39 1 51 12 483 52 52 151 159 160 447 15 15 41 1429 399 401 1213 131 401
split_gain=0.0753438 0.0816355 0.0614763 0.0785204 0.103932 0.108597 0.0760565 0.0594693 0.106955 0.105844 0.217667 0.0772221 0.0721246 0.0698 0.057635 0.0572625 0.0550766 0.0469929 0.0391409 0.033572 0.031685 0.0260128 0.0230398 0.0140144
threshold=0.095920000000000019 0.077300000000000021 0.12371000000000001 -0.51296999999999993 0.10519000000000002 0.14195000000000002 0.090560000000000015 0.084065000000000015 0.09116500000000001 0.11008000000000001 0.081945000000000018 -0.084874999999999992 0.083310000000000009 -1.0000000180025095e-35 0.086695000000000008 -0.081149999999999986 -1.0000000180025095e-35 0.077300000000000021 0.086185000000000012 0.087840000000000015 0.091505000000000017 -0.0057349999999999996 0.088315000000000018 0.118385
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 6 14 9 17 10 11 -1 13 -13 -5 -10 -15 18 19 20 21 -9 -4 -22
right_child=1 -3 22 4 -6 -7 -8 8 15 -11 -12 12 -14 16 -16 -17 -18 -19 -20 -21 23 -23 -24 -25
leaf_value=0.0098347389541182037 0.0057594712994572866 0.0086178051846471822 0.0034255467705216259 -0.001406214302875097 0.0059524278277463616 -0.0071614963785732351 0.0055570583110536448 0.0011955748930887315 0.012736540227736574 -0.0008216119736015211 0.017023460678569066 -0.0030116749610749204 0.0078675924117858256 0.0012932386889413763 0.0045553297094338063 0.0052384874878893843 0.0083574156969820484 -0.0014638879721520124 0.0072628284795155087 0.0062586925443783954 0.0067909809624680847 0.0031926275425622993 0.0079277112668469183 0.0033025455143455566
leaf_weight=84 93 55 91 305 84 60 70 236 53 58 52 54 91 78 54 66 53 55 76 103 88 906 52 56
leaf_count=84 93 55 91 305 84 60 70 236 53 58 52 54 91 78 54 66 53 55 76 103 88 906 52 56
internal_value=0 0.00233468 0.0019053 0.00122196 0.000482375 -0.000453592 0.000480388 0.00420631 0.00372476 0.00588173 0.00682977 0.00535235 0.00398164 0.00206046 -0.000504487 0.00859305 0.00416498 0.00334245 0.00352412 0.00331826 0.00308135 0.0027815 0.00507526 0.00544684
internal_weight=0 864 809 666 573 489 429 2109 1639 470 412 360 276 185 359 119 131 1520 1465 1389 1286 1142 143 144
internal_count=2973 864 809 666 573 489 429 2109 1639 470 412 360 276 185 359 119 131 1520 1465 1389 1286 1142 143 144
is_linear=0
shrinkage=0.16829


Tree=9701
num_leaves=23
num_cat=0
split_feature=1 52 1 14 123 0 3 13 3 133 403 0 3 39 52 3 16 13 52 52 47 49
split_gain=1.91515 0.410803 0.288841 0.269383 0.228131 0.173656 0.188584 0.160569 0.181874 0.0841654 0.0902899 0.0810115 0.0806069 0.0757935 0.0660591 0.076283 0.0600073 0.0585425 0.0562215 0.0574026 0.0551688 0.0432444
threshold=0.10455000000000002 -0.40011499999999994 0.13612500000000002 0.064610000000000015 1.0000000180025095e-35 -0.016414999999999996 -0.060719999999999989 0.022635000000000006 0.093925000000000022 0.11015500000000002 -0.092224999999999988 -0.057749999999999989 -0.098469999999999988 0.085285000000000014 0.10744000000000002 -0.085824999999999985 0.066010000000000013 0.065520000000000009 0.024870000000000003 -0.082894999999999983 0.082465000000000024 -0.038669999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 7 6 20 8 9 10 -1 -4 -12 21 15 -11 -10 -9 19 -19 -3 -8
right_child=1 2 11 -5 -6 -7 13 17 16 14 12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23
leaf_value=0.00061790042016011504 0.00051881347534407554 0.00037053797348502181 0.00020776301586410343 0.0006510369930102925 0.00031380242415056283 0.00014511366198141805 0.00039745907960171304 0.00032761591655707569 0.00029023602780536638 0.00036475115546149287 0.00038617697373296867 6.3658660570506585e-05 0.00051243905965995152 0.00020602783816391906 0.00035605411443375676 0.00051168071813599396 0.00044697586081371974 0.00046267865651403959 0.000499115252203151 0.00032257012090764896 0.00052364119580739518 0.00027688122819866009
leaf_weight=88 71 56 89 101 92 67 58 72 59 52 60 83 1271 98 65 174 52 66 98 67 52 82
leaf_count=88 71 56 89 101 92 67 58 72 59 52 60 83 1271 98 65 174 52 66 98 67 52 82
internal_value=0 0.000281314 0.000252429 0.000483426 0.000475771 0.00029982 0.000329676 0.00048277 0.00049457 0.000503026 0.00051369 0.000138429 0.000506774 0.000277387 0.000450905 0.00047803 0.000363981 0.000411737 0.000437804 0.000392363 0.000444581 0.000327087
internal_weight=0 656 585 2317 2216 413 346 2124 1821 1710 1419 172 1331 238 291 226 111 303 231 133 108 140
internal_count=2973 656 585 2317 2216 413 346 2124 1821 1710 1419 172 1331 238 291 226 111 303 231 133 108 140
is_linear=0
shrinkage=0.0032998


Tree=9702
num_leaves=17
num_cat=0
split_feature=14 13 34 3 401 4 3 1447 42 49 13 159 15 4 43 43
split_gain=0.0734607 0.0716581 0.0964947 0.0872309 0.065893 0.057257 0.0506621 0.0456594 0.045069 0.088952 0.0882443 0.0502672 0.046682 0.030323 0.046235 0.0719895
threshold=0.073890000000000011 0.016935000000000002 -0.084564999999999987 0.3148450000000001 0.080265000000000017 -0.46195999999999998 -0.15327499999999997 -0.085574999999999984 0.090045000000000014 -0.04695499999999999 -0.11760499999999999 0.091625000000000026 -0.11739999999999999 0.38865500000000003 -0.23287499999999997 0.082870000000000013
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 -3 -2 -4 10 -10 -9 -12 -11 14 -7 -16
right_child=6 4 3 -5 -6 13 -8 8 9 12 11 -13 -14 -15 15 -17
leaf_value=-0.0028289511922969255 0.011258741358748391 0.0066567305638634538 0.00030143667707652791 -0.0014239692478815551 -0.0032764369617459036 0.0031934673319252435 0.0039996543973847293 0.0098576244542816337 -0.0034055824287123342 -8.4866536604936657e-05 0.0039581337245757015 0.0074149217569790486 0.0041235032344718175 0.0048475045914798207 -0.004057226933397746 0.0036398454064126922
leaf_weight=65 55 66 95 89 76 102 56 86 57 86 1274 133 527 53 101 52
leaf_count=65 55 66 95 89 76 102 56 86 57 86 1274 133 527 53 101 52
internal_value=0 0.00318741 0.00355153 0.003729 0.00123172 0.00215262 0.00761269 0.00393291 0.00409157 0.00293743 0.0046083 0.00428617 0.00353016 0.00118162 0.00041265 -0.00142949
internal_weight=0 2862 2412 2347 450 374 111 2258 2163 670 1493 1407 613 308 255 153
internal_count=2973 2862 2412 2347 450 374 111 2258 2163 670 1493 1407 613 308 255 153
is_linear=0
shrinkage=0.16829


Tree=9703
num_leaves=20
num_cat=0
split_feature=160 2 0 52 160 3 3 2 157 52 0 3 12 16 16 39 124 13 52
split_gain=0.0691446 0.0718217 0.0629844 0.0670508 0.0565091 0.0790093 0.123422 0.102341 0.0559591 0.0699048 0.0981083 0.069045 0.0532926 0.0514057 0.0452098 0.0459689 0.0862707 0.0388683 0.0330512
threshold=-0.55171499999999984 0.13554000000000002 -0.10339499999999999 0.057445000000000003 -0.082339999999999983 0.093925000000000022 0.0066850000000000008 0.096540000000000015 -0.089034999999999989 -0.010655 -0.085524999999999976 -0.07106999999999998 0.091345000000000023 -0.073554999999999995 0.63086500000000012 0.09697500000000002 -0.0031349999999999993 -0.083709999999999993 -0.057374999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 -3 18 8 6 14 -7 -2 10 -10 12 17 -9 15 16 -6 -11 -4
right_child=1 2 3 -5 5 7 -8 13 9 11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=-0.0032772803445286249 0.00013821914385899478 0.005028373264829398 -0.0011850125255526733 0.0033660422878350367 -0.0012833897164087034 -0.0058925502202533822 0.010150235424444274 -0.00033494412222266027 0.014269508140267945 0.0031063412874198903 0.0042431062734127247 0.0078450949004153017 0.0061866351565620674 0.0062574495516820481 -0.0018055774836887042 0.0075871401103191696 0.0031595723556552945 -0.0024443198373062741 -0.0069442231792212509
leaf_weight=52 65 53 61 52 133 65 68 87 54 79 58 100 73 54 57 60 1683 65 54
leaf_count=52 65 53 61 52 133 65 68 87 54 79 58 100 73 54 57 60 1683 65 54
internal_value=0 0.00289794 -1.79057e-05 -0.00163018 0.00313611 0.00276998 0.00309315 -0.000360454 0.00476817 0.0054655 0.00909331 0.00417808 0.00247993 0.00217706 0.00284396 0.00298619 0.00283319 0.000588358 -0.00390496
internal_weight=0 2921 220 167 2701 2207 2001 206 494 429 112 317 217 141 1933 1876 1816 144 115
internal_count=2973 2921 220 167 2701 2207 2001 206 494 429 112 317 217 141 1933 1876 1816 144 115
is_linear=0
shrinkage=0.16829


Tree=9704
num_leaves=15
num_cat=0
split_feature=4 10 10 13 13 4 403 403 0 1456 1456 42 151 0
split_gain=0.0424789 0.0536113 0.111114 0.0519766 0.0885839 0.0613361 0.0499359 0.0432035 0.0457608 0.0406044 0.0703469 0.0390035 0.0367297 0.00628435
threshold=-0.5109999999999999 -0.014199999999999999 -0.16262499999999996 0.053700000000000005 0.065520000000000009 -0.39175499999999991 -0.54643499999999989 -1.0000000180025095e-35 -0.079624999999999987 -0.16480999999999998 -0.08588999999999998 -0.051634999999999993 0.053170000000000002 0.12321500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 -3 -7 -6 -9 -8 -11 -10 -12 -13
right_child=1 3 -4 4 7 6 9 8 11 10 12 13 -14 -15
leaf_value=-0.0017615373489624983 0.0036684138044307908 0.0079423085317570381 -0.0063068633421844043 -0.0055505401565800255 -0.002290712165502196 -0.0019705649660218178 -0.0011771802320351922 -0.00011725377592894445 0.0081651732135084795 0.0087266474318133773 0.0029845397579636385 0.0038119632396464253 -0.00013119921558608143 0.0013182402658983654
leaf_weight=70 68 66 59 54 60 62 68 103 53 59 2018 64 112 57
leaf_count=70 68 66 59 54 60 62 68 103 53 59 2018 64 112 57
internal_value=0 0.00241926 -0.000951624 0.00257412 0.000769345 0.00286925 0.00272409 0.00178736 0.00267718 0.00285385 0.00297989 0.00434168 0.00281986 0.00265208
internal_weight=0 2903 127 2776 391 2385 2319 337 277 2257 2189 174 2130 121
internal_count=2973 2903 127 2776 391 2385 2319 337 277 2257 2189 174 2130 121
is_linear=0
shrinkage=0.16829


Tree=9705
num_leaves=22
num_cat=0
split_feature=2 15 2 2 0 2 10 0 14 0 0 16 16 0 47 1212 42 15 15 2 15
split_gain=3.38949 1.39 0.516958 0.51498 0.766775 0.455859 0.273641 0.230818 0.201032 0.138306 0.126932 0.144789 0.110543 0.0688681 0.0612238 0.0588877 0.0514292 0.0434512 0.0314227 0.0286364 0.0115759
threshold=0.12026500000000001 -0.38214499999999996 -0.0050599999999999994 0.099845000000000003 -0.13619499999999998 0.16002500000000003 -0.010699999999999999 -0.085264999999999994 0.064610000000000015 -0.042499999999999989 -0.097424999999999984 -0.034004999999999994 -0.20132999999999998 -0.14820499999999998 0.10323000000000002 -0.0049949999999999986 0.096935000000000007 0.025430000000000005 -0.50173499999999993 0.10724500000000002 -0.069034999999999985
decision_type=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 6 8 13 7 -3 -2 10 -9 11 12 -4 -5 15 -12 17 19 -1 -6 -16
right_child=5 2 3 4 16 -7 -8 9 -10 -11 14 -13 -14 -15 20 -17 -18 -19 -20 -21 -22
leaf_value=0.00029381547414402846 0.00029076745899263523 0.00069240750569252011 0.00073545328447594059 0.00048494372594229114 0.00076001497717882532 0.00013510541945955108 0.00038449564431334736 0.00058219407741417855 0.000936680596624481 0.00037404012385585609 0.00083377728058660339 0.00083271927976404602 0.00056239064258544911 0.00032555564700144753 0.00072885818607556574 0.00076349137004650335 0.0006271049110326461 0.00082036196288469562 0.00040730009626781667 0.00068005228100380302 0.00065406620018978849
leaf_weight=56 92 57 70 71 101 81 72 92 70 58 158 53 103 54 63 1293 61 60 58 129 62
leaf_count=56 92 57 70 71 101 81 72 92 70 58 158 53 103 54 63 1293 61 60 58 129 62
internal_value=0 0.000708727 0.000725137 0.000736347 0.000638972 0.000350019 0.000520823 0.000421807 0.000761089 0.000501943 0.000754248 0.000679702 0.00063262 0.00041637 0.000764916 0.000771169 0.000718145 0.000737174 0.000351862 0.00071532 0.000692043
internal_weight=0 2591 2477 2348 476 323 129 242 1872 150 1802 226 173 125 1576 1451 351 290 114 230 125
internal_count=2914 2591 2477 2348 476 323 129 242 1872 150 1802 226 173 125 1576 1451 351 290 114 230 125
is_linear=0
shrinkage=0.0032998


Tree=9706
num_leaves=28
num_cat=0
split_feature=2 12 2 2 2 0 0 2 12 0 49 16 16 49 151 15 0 133 1213 0 16 16 16 2 15 133 133
split_gain=5.81045 2.67819 0.862307 0.899366 0.637878 0.510013 0.414354 0.375883 0.314967 0.434182 0.2613 0.254508 0.244262 0.21744 0.152731 0.150364 0.143764 0.137975 0.159184 0.112552 0.109891 0.102787 0.0868658 0.0633701 0.0412635 0.0237303 0.0156059
threshold=0.13631000000000001 0.056995000000000011 0.072175000000000017 0.098180000000000003 0.10179000000000001 -0.14755499999999996 -0.024974999999999997 0.16167500000000004 0.090455000000000021 -0.045139999999999993 -1.0000000180025095e-35 0.12992000000000004 -0.12653999999999996 0.036605000000000006 -0.0071249999999999985 -0.09416999999999999 -0.089949999999999988 -0.07107999999999999 -0.082414999999999974 -0.077574999999999991 0.064455000000000012 -0.066844999999999988 0.52477000000000007 0.087515000000000023 -0.23160499999999998 0.046800000000000008 -0.10210999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 10 5 -3 12 24 17 14 -4 13 -1 15 -10 -5 -6 23 -19 -20 -16 -18 25 26 -2 -23 -7
right_child=7 4 3 11 16 8 -8 -9 9 -11 -12 -13 -14 -15 20 -17 21 18 19 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=0.00034606603245652674 0.0002380502872485173 0.0011792555926070408 0.0007111123069840614 0.00028859684108657106 0.00056164502168008779 0.0009730415824062362 0.00019581508045964942 1.6398200606669261e-05 0.00064994603598650207 0.00052114693535446793 0.00097854767386326962 0.00075327204998423532 0.00064577764773089729 0.00065482077490420056 0.00085774525403479692 0.00051016338246266571 0.00086930817275307471 0.00074646994802554385 0.00087603915401316681 0.0010399933933210963 0.00073630466385653801 0.00060088126337990973 0.00080175706232715022 0.00086335465012809609 0.00036156858877032263 0.00069616284486907342 0.001055055499529953
leaf_weight=52 53 54 71 52 66 99 67 76 53 57 95 58 71 73 515 98 53 102 611 52 102 62 67 52 74 73 56
leaf_count=52 53 54 71 52 66 99 67 76 53 57 95 58 71 73 515 98 53 102 611 52 102 62 67 52 74 73 56
internal_value=0 0.000779474 0.000592139 0.000671414 0.000836994 0.000861845 0.000405451 0.000200441 0.000851736 0.000799312 0.000864375 0.000557297 0.000519357 0.000506168 0.000822925 0.000433589 0.000701168 0.00089091 0.00087 0.000888951 0.000837726 0.000737142 0.000702291 0.000968015 0.000310299 0.000652665 0.0010029
internal_weight=0 2711 637 447 2074 1753 190 203 1699 727 166 281 123 223 670 150 321 972 765 663 617 255 202 207 127 135 155
internal_count=2914 2711 637 447 2074 1753 190 203 1699 727 166 281 123 223 670 150 321 972 765 663 617 255 202 207 127 135 155
is_linear=0
shrinkage=0.0032998


Tree=9707
num_leaves=23
num_cat=0
split_feature=1 155 47 124 40 12 4 158 1 13 0 51 4 0 0 3 12 0 49 13 42 3
split_gain=5.35038 1.38145 1.00653 0.554709 0.522493 0.495862 0.281479 0.189553 0.188377 0.168839 0.152514 0.174074 0.223177 0.282921 0.115841 0.093685 0.0836453 0.0824226 0.0780502 0.0737448 0.0474696 0.0450873
threshold=0.10398500000000001 0.092900000000000024 0.086165000000000005 -0.082389999999999977 -0.08483499999999998 0.089135000000000006 0.053925000000000008 0.019155000000000002 0.12313000000000002 -0.08811999999999999 -0.22480499999999998 0.11178000000000002 -0.50231999999999988 -0.072039999999999979 -0.14755499999999996 -0.11017499999999998 0.097240000000000007 -0.045139999999999993 -0.011779999999999997 -0.065239999999999979 0.08179500000000002 0.13470000000000001
decision_type=2 2 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 -4 10 16 9 -6 -5 12 -12 14 -14 -15 20 21 -11 -13 -8 -10
right_child=1 -3 5 6 8 -7 7 -9 17 18 11 19 13 15 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00053025028665295291 1.9916020568346868e-05 0.00094693096112382909 0.00044669545464488911 0.0006536126499484434 0.00029740953566320097 0.00081563904220278906 0.00062121188681678525 0.00084323520308776483 0.00016983984529097911 0.0005948124757880767 0.0010042031154057047 0.00077987513055520561 0.00099681291759988271 0.0006045539203566407 0.00083583516702086431 0.00075732365430768503 0.00053218911255957741 0.00039289160131484658 0.00043605895417212664 0.00059889820613927638 0.00075082520418040142 0.00030023465202891488
leaf_weight=85 53 57 79 62 67 81 64 75 56 58 79 52 53 58 1327 220 54 58 89 52 71 64
leaf_count=85 53 57 79 62 67 81 64 75 56 58 79 52 53 58 1327 220 54 58 89 52 71 64
internal_value=0 0.000455365 0.000408994 0.000792963 0.000328125 0.000633693 0.000803252 0.000701336 0.000369706 0.000436006 0.000817372 0.000822868 0.000830819 0.000822536 0.000842043 0.000725578 0.00064484 0.000289799 0.000498936 0.000689725 0.00068964 0.000239677
internal_weight=0 662 605 2252 445 160 2167 264 392 214 1903 1841 1737 1658 1380 278 189 178 147 104 135 120
internal_count=2914 662 605 2252 445 160 2167 264 392 214 1903 1841 1737 1658 1380 278 189 178 147 104 135 120
is_linear=0
shrinkage=0.0032998


Tree=9708
num_leaves=16
num_cat=0
split_feature=121 4 16 4 2 49 3 4 3 3 3 3 49 15 15
split_gain=0.135554 0.0639012 0.0962778 0.0746546 0.0721509 0.0624955 0.0505196 0.0591462 0.259633 0.169093 0.0755429 0.146867 0.0932705 0.0357359 0.0327983
threshold=-0.021704999999999999 0.27020000000000005 -0.5020199999999998 0.50944500000000004 0.14561000000000004 0.090740000000000015 -0.17010999999999998 -0.10701499999999999 -0.0075749999999999993 -0.14088999999999999 0.084670000000000009 -0.0031199999999999995 -0.054684999999999991 -0.52461999999999986 -0.19631499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 6 14 -4 8 9 -8 11 -9 -12 -5 -3
right_child=1 3 4 13 -6 -7 7 10 -10 -11 12 -13 -14 -15 -16
leaf_value=-0.0056579489766572615 0.0094364612985983753 -0.0067244451978453112 0.0071206034103586903 0.00085579552887210303 -0.0028407936383478831 0.0031309988231957788 0.0015196022356494378 0.0032348418257289657 0.0068523893507247882 -0.010888817245018712 0.0040288830243233867 0.012068398441462964 -0.0051342050315043158 0.0062870468067791263 -0.0013204129062593742
leaf_weight=54 67 54 86 69 59 57 61 1916 97 63 60 55 66 70 80
leaf_count=54 67 54 86 69 59 57 61 1916 97 63 60 55 66 70 80
internal_value=0 0.00284232 0.00312979 0.0006329 0.0029575 -0.00151982 0.00310056 0.00295063 0.000322995 -0.00477019 0.0032267 0.00348225 -0.000756571 0.00360388 -0.00351156
internal_weight=0 2860 2530 330 2463 191 2404 2318 221 124 2097 1971 126 139 134
internal_count=2914 2860 2530 330 2463 191 2404 2318 221 124 2097 1971 126 139 134
is_linear=0
shrinkage=0.16829


Tree=9709
num_leaves=24
num_cat=0
split_feature=1 47 40 1 4 12 15 12 1 49 15 1 15 1 12 1 15 12 1212 4 42 160 48
split_gain=7.9545 1.63273 0.921724 0.818618 0.428378 0.370123 0.263501 0.233698 0.283716 0.231441 0.220766 0.199141 0.196429 0.180879 0.171962 0.244678 0.164932 0.119947 0.116026 0.112862 0.104355 0.0872529 0.0760735
threshold=0.10921500000000002 0.084155000000000021 -0.034699999999999988 0.13654500000000003 0.27258000000000004 0.089135000000000006 -0.12431499999999999 0.091545000000000015 0.089455000000000021 0.082820000000000019 0.086035000000000014 0.092845000000000025 -0.035654999999999992 0.14860500000000001 0.056995000000000011 0.076160000000000019 -0.072289999999999979 0.085465000000000013 0.040035000000000008 -0.0026499999999999996 0.087325000000000014 -0.069144999999999984 0.099800000000000014
decision_type=2 2 2 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 12 6 -3 22 8 14 19 17 -1 20 -5 15 -8 -11 -10 -16 21 -2 -9 -4
right_child=1 5 4 13 -6 -7 7 9 10 16 -12 -13 -14 -15 18 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00053983453917097566 8.2115622534193936e-05 0.00033232717879722067 0.00089584733968386607 -5.5769025717631911e-06 0.0004033045007590841 0.00065529071224962277 0.00043151707088399911 0.00057611107979808733 0.00043240897071303102 0.00061875881318424722 0.00076549920943945959 0.00029534617027986994 0.00036314786876793387 -0.00024699204938739605 0.00075638514560173232 0.0007253319229017231 0.00038581012433586549 0.00063119016776989835 0.00066494572234248542 0.00055415005975888935 0.00025152508831460319 0.0006968741887155871 0.00073416595954467793
leaf_weight=68 95 76 78 86 61 80 52 82 82 68 54 80 70 56 781 79 67 58 197 102 69 413 60
leaf_count=68 95 76 78 86 61 80 52 82 82 68 54 80 70 56 781 79 67 58 197 102 69 413 60
internal_value=0 0.000214316 0.000660706 9.64505e-05 0.000677437 0.000498175 0.000685116 0.000675558 0.000702292 0.000627922 0.000584917 0.000407917 0.00021644 -0.000101031 0.000722793 0.000608972 0.000503408 0.000515013 0.000738002 0.00065602 0.000153606 0.00067694 0.000825806
internal_weight=0 532 2382 376 2234 156 2173 2035 1303 732 194 148 234 142 1109 131 135 140 978 597 164 495 138
internal_count=2914 532 2382 376 2234 156 2173 2035 1303 732 194 148 234 142 1109 131 135 140 978 597 164 495 138
is_linear=0
shrinkage=0.0032998


Tree=9710
num_leaves=17
num_cat=0
split_feature=14 3 12 51 43 3 13 0 4 12 12 1456 51 51 51 0
split_gain=0.0938733 0.099893 0.111891 0.126725 0.0929468 0.120033 0.119588 0.0837471 0.0808715 0.0701463 0.0935434 0.0563177 0.0622882 0.0774033 0.0646069 0.0488408
threshold=0.073890000000000011 -0.049204999999999992 -0.14392999999999997 0.10072000000000002 -0.116045 -0.0048549999999999991 -0.0090849999999999976 -0.13165999999999997 -0.22295999999999996 0.081685000000000021 0.083785000000000012 -0.15322999999999998 -0.095009999999999983 -0.17370999999999998 -0.084304999999999977 -0.14043999999999998
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 -1 -7 -9 -11 -12 13 -13 -14 -10
right_child=-2 2 3 -5 5 8 -8 9 15 10 11 12 14 -15 -16 -17
leaf_value=-0.0025730492855302826 0.00858663672748659 0.0076409050208242632 0.0086080376873492754 -0.0046520569977272705 0.0013122178900533347 0.007852631588776195 -0.0083541743022714967 -0.00064994980499399272 0.0035861226815395875 0.010327598386361351 -0.00087934443784244806 0.0036922961235806703 0.0099521156695559498 -0.003544409312455163 0.0043433832783966323 -0.00055440650119148373
leaf_weight=55 98 79 53 98 83 72 64 85 168 70 63 128 61 62 1547 154
leaf_count=55 98 79 53 98 83 72 64 85 168 70 63 128 61 62 1547 154
internal_value=0 0.00327671 0.00163746 0.000949495 0.00187668 0.00121391 -0.00288406 0.00388611 0.00274741 0.00406321 0.00427161 0.00404286 0.00421632 0.00132139 0.00455727 0.00160029
internal_weight=0 2842 771 692 594 541 147 2071 394 2016 1931 1861 1798 190 1608 322
internal_count=2940 2842 771 692 594 541 147 2071 394 2016 1931 1861 1798 190 1608 322
is_linear=0
shrinkage=0.16829


Tree=9711
num_leaves=21
num_cat=0
split_feature=3 133 3 124 376 40 481 50 475 50 13 39 12 12 13 12 1447 0 43 4
split_gain=0.0682249 0.123515 0.0849485 0.0590071 0.107479 0.10851 0.0596521 0.0657505 0.0606418 0.0607736 0.0576744 0.0621856 0.0510336 0.0456817 0.0453181 0.0332329 0.0304243 0.0297815 0.0224819 0.0162467
threshold=-0.14186499999999996 -1.0000000180025095e-35 -0.16270999999999997 -0.076164999999999983 0.083705000000000016 -0.062739999999999976 -0.0087899999999999975 0.12170000000000002 -0.086004999999999984 0.083090000000000011 0.24142000000000002 0.094865000000000019 0.093315000000000023 0.085905000000000023 -0.052124999999999998 0.095565000000000011 -0.085804999999999979 -0.084044999999999995 -0.03898999999999999 -0.0040999999999999986
decision_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 15 4 5 -2 14 8 -8 10 11 -10 -9 -11 16 -3 -5 -18 -15 -6
right_child=3 2 -4 6 19 -7 7 12 9 13 -12 -13 -14 18 -16 -17 17 -19 -20 -21
leaf_value=-0.0015814861021087902 -0.0091329446049967684 0.0071950263482011651 0.011855405081998272 0.0030863034239238052 0.0059025829643707187 0.0015119827821167965 -0.0016658890175759028 -0.0047501449812308487 0.0025667006000914708 0.009302684549411749 -0.0024309166979809616 0.0077410102538911472 0.0023689551489330949 0.0017509130740838491 0.0013217839022155893 0.0017419457406452482 0.010249540566343467 0.005329437064462368 0.0054209497695597757 0.0016341746005196602
leaf_weight=55 54 71 76 55 52 54 83 60 1604 63 62 69 54 76 64 59 72 72 133 52
leaf_count=55 54 71 76 55 52 54 83 60 1604 63 62 69 54 76 64 59 72 72 133 52
internal_value=0 0.00547681 0.00737003 0.00261887 -6.71264e-05 -0.00379385 0.00285042 0.00256296 0.00277792 0.00296259 0.00259389 0.00278118 -0.00136218 0.00530779 0.00525254 0.00473399 0.00650767 0.00780197 0.00409499 0.00378565
internal_weight=0 261 206 2679 212 108 2467 2204 2090 2007 1735 1673 114 272 263 130 199 144 209 104
internal_count=2940 261 206 2679 212 108 2467 2204 2090 2007 1735 1673 114 272 263 130 199 144 209 104
is_linear=0
shrinkage=0.16829


Tree=9712
num_leaves=24
num_cat=0
split_feature=1 52 1 3 14 12 39 1 12 160 1 51 1 3 3 39 159 3 159 15 1 52 3
split_gain=4.34367 1.08088 0.699888 0.468771 0.477035 0.465898 0.448562 0.224894 0.215976 0.202584 0.126982 0.114756 0.111286 0.110159 0.109692 0.107601 0.0891922 0.156237 0.0871685 0.0976615 0.0721344 0.0287739 0.0226047
threshold=0.10442000000000001 -0.34918499999999997 0.13662500000000002 0.10265000000000001 0.056865000000000006 0.092165000000000011 0.0047850000000000011 0.088035000000000016 0.090455000000000021 -0.077034999999999978 0.089825000000000002 -0.091614999999999988 0.10818500000000002 -0.077664999999999998 0.28833000000000003 0.091635000000000008 -0.013035 -0.085784999999999986 0.092630000000000018 -0.033234999999999994 0.087960000000000024 -0.055844999999999992 -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
left_child=3 -2 5 4 6 9 8 -8 10 -3 16 -10 -11 -12 -4 21 17 -1 19 -13 -18 -14 -7
right_child=1 2 14 -5 -6 22 7 -9 11 12 13 18 15 -15 -16 -17 20 -19 -20 -21 -22 -23 -24
leaf_value=0.00092889860764671034 0.00072634168744047393 0.00047770471741410812 0.0001987790441197418 0.00040202000134071536 0.00091481178097929541 0.00062035785587994665 0.00060996126315542693 0.0003222978199729811 0.000527601935188533 0.00013516720992406389 0.00050830435116763024 0.00057275139155179915 0.00041693984780658981 0.00071148954939069672 2.0942730805831602e-05 0.00017951015660673956 0.00069465255043633706 0.00071937430952948836 0.00078062270703802299 0.00066469022384044694 0.00081235798685830491 0.00031608413553636469 0.00051784586565703646
leaf_weight=58 78 67 88 71 88 53 61 59 98 52 65 181 56 56 67 52 828 129 54 476 65 82 56
leaf_count=58 78 67 88 71 88 53 61 59 98 52 65 181 56 56 67 52 828 129 54 476 65 82 56
internal_value=0 0.000361571 0.000311855 0.000667183 0.000675655 0.000382121 0.000665758 0.00046882 0.000677498 0.000316433 0.000705837 0.000635383 0.000271638 0.000602632 0.000122135 0.000308803 0.000717367 0.000784549 0.000650189 0.000639415 0.00070326 0.000357266 0.000568014
internal_weight=0 651 573 2289 2218 418 2130 120 2010 309 1201 809 242 121 155 190 1080 187 711 657 893 138 109
internal_count=2940 651 573 2289 2218 418 2130 120 2010 309 1201 809 242 121 155 190 1080 187 711 657 893 138 109
is_linear=0
shrinkage=0.0032998


Tree=9713
num_leaves=30
num_cat=0
split_feature=2 160 159 12 50 52 15 49 34 30 160 2 457 480 160 156 12 42 2 2 43 52 2 42 52 52 15 42 49
split_gain=0.0749528 0.0808447 0.0856301 0.0915322 0.0953677 0.0931031 0.0856804 0.082308 0.061739 0.123688 0.0728679 0.111606 0.050374 0.0498666 0.0621658 0.0969571 0.0728097 0.081364 0.0608998 0.0482428 0.0441141 0.0431991 0.0470398 0.0340871 0.0279477 0.0259634 0.0244567 0.0337067 0.0247499
threshold=0.08784500000000002 -0.4909099999999999 0.083455000000000015 0.088885000000000006 0.081580000000000014 -0.45635499999999996 -0.0025249999999999995 0.088930000000000009 -0.090429999999999996 0.085915000000000019 0.0088350000000000008 0.076510000000000009 0.086205000000000018 0.081520000000000023 -0.08206999999999999 0.087080000000000005 0.083400000000000016 0.083725000000000008 0.078775000000000012 0.123795 -0.081934999999999994 -0.093534999999999993 0.11366500000000002 0.09747500000000002 -0.012769999999999998 0.092120000000000021 -0.067614999999999995 0.079335000000000003 0.093290000000000012
decision_type=2 2 2 2 2 2 2 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 -3 12 21 -1 10 13 -12 -7 14 15 20 18 -18 -16 23 -10 -4 -23 26 -6 -25 28 -28 -5
right_child=1 2 7 19 24 6 -8 -9 9 -11 11 -13 -14 -15 16 -17 17 -19 -20 -21 -22 22 -24 25 -26 -27 27 -29 -30
leaf_value=0.0093916807486670827 0.007545716887644425 0.0050092525314999279 -0.0012959674318893854 0.0041283310763861126 0.0012657778383500483 -0.0020162937462572194 -0.0069112686371037334 0.0092053593811275963 -0.00034475277051653527 -0.0044389229389710369 -0.00400592336283813 0.0050874034670041609 0.0036306302157760981 0.0079525928720202907 0.0052583570071281756 -0.0048914634451393381 0.0021594350040011891 0.0058410078083913639 0.012714783761321794 -0.0014578365765933116 0.0053366369095585123 0.0075984017620231844 0.0014427540073181924 0.0028939203394850758 0.0067579127850311551 -0.0020378773219442243 0.00352976569187029 0.0075985260628144841 -0.00037376360977708326
leaf_weight=53 72 55 56 69 52 257 91 75 58 53 79 74 54 98 78 52 354 331 53 75 113 64 80 64 55 57 220 80 68
leaf_count=53 72 55 56 69 52 257 91 75 58 53 79 74 54 98 78 52 354 331 53 75 113 64 80 64 55 57 220 80 68
internal_value=0 0.00203197 0.00176105 0.0011438 -0.000412508 -0.0014743 -0.00236582 0.00444125 0.00373766 0.0035132 0.0038413 0.000380414 -0.00103002 0.00430544 0.0039597 0.00145783 0.00464122 0.00394104 0.00828879 0.00253331 0.00339911 0.00264572 0.00419107 0.00307297 0.00410563 0.000555829 0.00376583 0.00462076 0.0018806
internal_weight=0 1544 1472 1197 564 457 402 275 1396 1343 1290 153 311 1137 1039 223 816 685 131 633 171 200 144 558 107 121 437 300 137
internal_count=2940 1544 1472 1197 564 457 402 275 1396 1343 1290 153 311 1137 1039 223 816 685 131 633 171 200 144 558 107 121 437 300 137
is_linear=0
shrinkage=0.16829


Tree=9714
num_leaves=18
num_cat=0
split_feature=149 150 43 1 4 0 39 0 4 1 52 1453 52 16 16 14 4
split_gain=0.0634062 0.0675277 0.114134 0.0632939 0.0477258 0.0907743 0.056816 0.0704891 0.068799 0.0711174 0.0569309 0.0521187 0.0506325 0.0464448 0.0431925 0.0975148 0.0130566
threshold=0.075040000000000009 1.0000000180025095e-35 -0.023869999999999995 0.092485000000000026 0.31392000000000003 -0.14820499999999998 0.096625000000000016 0.048595000000000006 -0.14088999999999999 0.091145000000000018 -0.085519999999999985 -0.075794999999999987 0.013340000000000001 -0.011849999999999998 -0.45743999999999996 -0.30192499999999994 -0.010764999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 13 -4 5 12 7 8 9 -7 -9 -10 -1 -3 -6 -16 -15
right_child=-2 2 3 -5 14 6 -8 10 11 -11 -12 -13 -14 16 15 -17 -18
leaf_value=0.0097319575479636322 0.0068241732653067958 0.0059309693742089047 0.001101033205883478 -0.0062039042240369354 0.0029756030741553831 -0.0061122160481027338 -0.002999797132736078 0.0027466376970679668 -0.0017499963690313085 0.0023270200741141583 0.0090410479210423448 0.0027659939290267323 0.0032517518614356903 -0.0013833528146389516 0.0021349154265698387 -0.0071094195602873448 0.0023092419115916972
leaf_weight=79 88 76 52 93 92 54 52 81 75 59 84 1753 62 53 76 56 55
leaf_count=79 88 76 52 93 92 54 52 81 75 59 84 1753 62 53 76 56 55
internal_value=0 0.00222684 -3.54769e-05 -0.00357181 0.00252256 0.00275108 0.00247948 0.00261562 0.00233023 -0.00168999 0.00596195 0.00257973 0.00689525 0.00274155 0.000169114 -0.00177331 0.0004805
internal_weight=0 2852 329 145 2523 2299 2158 2106 1941 113 165 1828 141 184 224 132 108
internal_count=2940 2852 329 145 2523 2299 2158 2106 1941 113 165 1828 141 184 224 132 108
is_linear=0
shrinkage=0.16829


Tree=9715
num_leaves=22
num_cat=0
split_feature=2 30 2 0 10 2 16 47 2 0 2 51 47 0 51 0 0 484 0 2 156
split_gain=2.95601 1.83605 0.708198 0.861908 0.677429 0.388964 0.230485 0.137591 0.178717 0.105661 0.097196 0.0924567 0.0874293 0.146015 0.0554871 0.0528761 0.0474492 0.033707 0.0467049 0.0248116 0.0161647
threshold=0.12026500000000001 0.083930000000000018 0.099845000000000003 -0.13619499999999998 0.043560000000000008 0.14253500000000002 0.058875000000000004 0.09550500000000002 -0.0050599999999999994 -0.14820499999999998 0.16993500000000003 0.031805000000000007 0.077065000000000008 -0.22480499999999998 -0.045524999999999989 -0.075914999999999996 -0.091399999999999995 -0.007899999999999999 -0.075804999999999997 0.10912000000000001 0.0010500000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 9 7 6 15 8 -1 -4 -7 14 13 -10 20 -2 -16 -9 -19 -18 -5
right_child=5 -3 3 11 -6 10 -8 17 12 -11 -12 -13 -14 -15 16 -17 19 18 -20 -21 -22
leaf_value=0.00059465705878513275 0.00033181559952468153 0.00019183324265291239 0.00047239892481967409 0.00070939234656599605 0.00038866232695032956 0.00032942580181827139 0.00065894765680558887 0.00075432905542812225 0.00060604539456278201 0.00028806437172855634 0.0001590476010889511 0.00057301516583874103 0.00087883109890936979 0.00078048329703775301 0.00067998278319076082 0.0004757620687959594 0.00075841556948722856 0.00069966673674723477 0.00057124931289271447 0.00085969149194143268 0.00061812087597649501
leaf_weight=60 62 72 94 54 54 83 56 56 56 55 67 52 98 1547 59 55 82 92 53 52 53
leaf_count=60 62 72 94 54 54 83 56 56 56 55 67 52 98 1547 59 55 82 92 53 52 53
internal_value=0 0.000712062 0.00072693 0.000615515 0.0007546 0.000377028 0.000483879 0.000764654 0.000774138 0.000404592 0.000253558 0.000704698 0.000780448 0.000774411 0.000727405 0.000399784 0.000762091 0.000681385 0.000652971 0.00079798 0.000664512
internal_weight=0 2589 2517 501 2016 323 173 1962 1761 149 150 352 1701 1603 300 117 193 201 145 134 107
internal_count=2912 2589 2517 501 2016 323 173 1962 1761 149 150 352 1701 1603 300 117 193 201 145 134 107
is_linear=0
shrinkage=0.0032998


Tree=9716
num_leaves=25
num_cat=0
split_feature=4 3 10 15 4 4 150 123 49 49 12 3 43 3 49 50 1429 4 11 13 42 4 3 4
split_gain=4.4906 1.39035 0.502972 0.441656 0.458165 0.300913 0.358809 0.215033 0.177546 0.144422 0.113002 0.127426 0.0923082 0.0817072 0.0790639 0.0774647 0.10515 0.085486 0.153392 0.0595136 0.0646417 0.0534819 0.0322677 0.0260949
threshold=0.31392000000000003 -0.036264999999999992 -1.0000000180025095e-35 0.079600000000000018 -0.39175499999999991 -0.011209999999999999 0.090145000000000017 0.090015000000000026 -0.056179999999999987 0.096960000000000005 0.099170000000000022 0.13772500000000001 -0.0064299999999999991 -0.073614999999999986 1.0000000180025095e-35 0.10874500000000002 0.083870000000000014 -0.42305999999999994 1.0000000180025095e-35 -0.064249999999999988 0.088025000000000006 -0.008454999999999999 -0.083254999999999982 -0.014854999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 -4 -6 14 10 19 15 11 12 -2 21 -7 16 17 -10 -19 20 -1 -11 -17 -24
right_child=7 2 3 -5 5 6 -8 -9 9 13 -12 -13 -14 -15 -16 22 -18 18 -20 -21 -22 -23 23 -25
leaf_value=0.00075728729234553541 0.00030123386010172203 0.00026872979181640953 0.00079322579502088902 0.00085717365288418403 0.00034250774833364535 0.00070071360801547005 0.00032548213952055227 9.9104673683306777e-05 0.00062467858304598143 0.00078219263133370756 0.00017995976366993902 0.0002162104586439363 0.00048282470018797609 0.00057769813449633364 0.00055841695402024665 0.00062652442049946288 0.00088574864825422786 0.00075515357451694492 0.00091415135771808853 0.00053937931048851672 0.00059033200615061902 0.00065626176928083684 0.00077572702944743064 0.00067560876986103252
leaf_weight=56 52 63 68 57 100 92 55 63 53 71 52 52 79 77 87 62 78 1291 72 55 52 91 64 70
leaf_count=56 52 63 68 57 100 92 55 63 53 71 52 52 79 77 87 62 78 1291 72 55 52 91 64 70
internal_value=0 0.000698856 0.000546245 0.000584258 0.000545474 0.000494928 0.000559914 0.000271116 0.000736919 0.000745857 0.00031708 0.000355851 0.000411012 0.000668656 0.000631749 0.000756754 0.000765076 0.000758404 0.000763578 0.000630931 0.000677228 0.000711671 0.000693133 0.000723689
internal_weight=0 2614 522 459 402 334 234 298 2092 1929 235 183 131 239 179 1690 1494 1416 1363 163 108 162 196 134
internal_count=2912 2614 522 459 402 334 234 298 2092 1929 235 183 131 239 179 1690 1494 1416 1363 163 108 162 196 134
is_linear=0
shrinkage=0.0032998


Tree=9717
num_leaves=29
num_cat=0
split_feature=3 2 2 43 3 457 2 43 2 3 13 155 3 47 13 3 43 1210 2 130 43 13 13 133 133 13 3 3
split_gain=5.58154 1.22725 0.975555 0.632196 0.729815 0.5475 0.331689 0.295213 0.2572 0.23638 0.165521 0.163324 0.300683 0.159917 0.145453 0.122273 0.215032 0.118946 0.0993919 0.0769188 0.0714712 0.101477 0.0608118 0.0590912 0.0245279 0.0171007 0.0292582 0.00723653
threshold=-0.049204999999999992 0.14253500000000002 0.123795 -0.041049999999999996 0.25089000000000006 0.088850000000000026 0.097005000000000022 -0.09225499999999999 -1.0000000180025095e-35 -0.087604999999999975 -0.010655 0.088740000000000013 -0.08867499999999999 0.11224000000000002 -0.016029999999999996 0.11391500000000002 0.0049250000000000014 -0.084114999999999981 0.087865000000000013 -0.0092149999999999992 -0.48891499999999993 0.10188500000000002 0.0057500000000000008 0.086925000000000016 0.024980000000000006 -0.059629999999999996 -0.075714999999999991 0.143375
decision_type=2 2 2 2 2 2 2 2 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 7 5 15 8 -2 -1 14 23 12 22 17 24 16 18 -11 -5 -19 -16 -22 -8 -9 -10 26 -14 -3
right_child=1 27 -4 4 -6 -7 11 10 9 13 -12 -13 25 -15 20 -17 -18 19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00068291418675870763 0.00064861072490100021 0.00016795766535952311 0.0005184523887844136 0.00092815888314081059 0.00033016579010527905 0.00040315434291488943 0.00052830062529290935 0.00036169446347892242 0.0010969315851964178 0.00073173188710151768 0.00020890447432832883 0.00093066595128330062 0.00079769694458985553 0.00069399844902517948 0.0010293751465838413 0.00063313401299358617 0.00061521071499100427 0.0010040650962770885 0.00077296931160779347 0.00087773538618685727 0.00092700507117400186 0.00076143128479913211 0.00068773367767974841 0.00051585373394733643 0.00099529965251993289 0.00078071611948327656 0.00091000538513711618 0.00022613585714979486
leaf_weight=67 52 52 93 91 67 56 57 61 72 61 53 65 66 57 58 69 58 60 99 937 236 52 54 53 61 92 55 58
leaf_count=67 52 52 93 91 67 56 57 61 72 61 53 65 66 57 58 69 58 60 99 937 236 52 54 53 61 92 55 58
internal_value=0 0.000522098 0.00084995 0.000575983 0.000648247 0.000705288 0.000864971 0.000430635 0.000885437 0.000893928 0.000362551 0.000777492 0.000746654 0.000867248 0.00095596 0.000758551 0.000793303 0.000876548 0.000847482 0.000885373 0.000919485 0.000897232 0.00060618 0.000433674 0.00105058 0.000819693 0.000849037 0.000198954
internal_weight=0 769 2143 659 440 373 2050 219 1661 1594 167 389 324 1115 479 317 248 1058 190 997 346 288 111 114 133 213 121 110
internal_count=2912 769 2143 659 440 373 2050 219 1661 1594 167 389 324 1115 479 317 248 1058 190 997 346 288 111 114 133 213 121 110
is_linear=0
shrinkage=0.0032998


Tree=9718
num_leaves=23
num_cat=0
split_feature=1348 16 0 16 1211 151 124 1213 42 42 16 16 16 0 0 1 43 1210 1 16 0 42
split_gain=0.119849 0.0958994 0.159555 0.0766578 0.0602086 0.067609 0.0569741 0.0551142 0.0681563 0.0516375 0.046155 0.167738 0.0609202 0.0897816 0.116353 0.0884735 0.0594734 0.0383305 0.0338994 0.0263417 0.0187815 0.00671066
threshold=0.084895000000000012 -0.082469999999999974 -0.14920999999999998 -0.08070999999999999 0.079615000000000019 0.0031850000000000003 -0.059944999999999991 -0.077324999999999991 0.086895000000000014 0.11573500000000002 -0.097179999999999975 -0.094174999999999995 -0.15105999999999997 -0.10462499999999998 -0.14076499999999997 0.087110000000000007 -0.079244999999999982 -0.023104999999999997 0.077020000000000019 -0.085134999999999975 -0.082634999999999986 0.082495000000000013
decision_type=2 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 7 -1 8 -5 -9 12 -12 13 14 15 -8 -15 -13 21 20 -19 -14
right_child=-2 2 3 4 -6 -7 10 9 -10 -11 11 17 18 16 -16 -17 -18 19 -20 -21 -22 -23
leaf_value=-0.0014347220081505428 -0.0035543218075996638 0.012097048128697633 0.0089744546259653661 0.011417469768958081 -0.00048620551840599329 0.009052735202179571 0.0071998613757483466 0.0038788698300702851 0.0036614132745644602 -0.00021240766703897716 -0.0072190804785305391 -0.0012716010686993199 0.0034955692667907219 0.0037018742147899484 0.0092709694112291866 -0.0015268773459181609 -0.0030152493338401793 0.0035979715161636068 0.010065715056139327 0.00031305211287953875 0.0072574618153639176 0.0061947729601967488
leaf_weight=94 64 76 91 60 82 77 52 1258 71 93 54 52 56 61 97 89 96 169 54 54 54 58
leaf_count=94 64 76 91 60 82 77 52 1258 71 93 54 52 56 61 97 89 96 169 54 54 54 58
internal_value=0 0.00379546 0.00453734 0.00420458 0.00393898 0.00417288 0.00250401 0.00391813 0.00722752 0.00359591 0.00289728 0.00146452 0.00386878 0.00271933 0.00478061 0.00167875 -0.000393968 0.00289525 0.00656066 0.00368396 0.00449218 0.00488461
internal_weight=0 2848 1808 1732 1641 1559 1040 1482 131 1351 946 383 563 395 238 141 157 329 168 277 223 114
internal_count=2912 2848 1808 1732 1641 1559 1040 1482 131 1351 946 383 563 395 238 141 157 329 168 277 223 114
is_linear=0
shrinkage=0.16829


Tree=9719
num_leaves=31
num_cat=0
split_feature=1 155 52 51 1 13 13 51 50 1 51 4 42 13 4 4 16 4 1 50 1 42 1213 42 13 16 43 42 52 16
split_gain=2.88385 0.73958 0.477183 0.305294 0.279965 0.336551 0.208322 0.175695 0.1337 0.178734 0.0962272 0.0907521 0.0913169 0.163059 0.118059 0.152037 0.0767165 0.0735377 0.0662978 0.0632531 0.0617495 0.0602356 0.0572076 0.09496 0.0476211 0.0418043 0.0320867 0.0284524 0.0242754 0.0124344
threshold=0.095920000000000019 0.084710000000000021 0.25544500000000009 -0.24503499999999998 0.11669000000000002 1.0000000180025095e-35 -0.052719999999999996 -0.21875499999999998 0.076980000000000007 0.11181500000000001 -0.092879999999999976 0.0060300000000000015 -0.079234999999999986 -0.007069999999999999 -0.081864999999999979 -0.0073499999999999998 -0.095564999999999983 -0.052619999999999993 0.089245000000000005 0.10517000000000001 0.12988000000000002 0.09364500000000002 -0.080279999999999976 -0.089024999999999979 -0.019539999999999998 -0.081324999999999995 -0.010894999999999998 0.086335000000000009 -0.10201499999999998 -0.35377499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 8 6 20 24 9 16 28 12 22 17 -15 -16 -5 18 -14 -19 -6 26 -12 25 -1 -24 27 -13 -9 -28
right_child=1 -3 -4 4 5 -7 -8 10 -10 -11 11 21 13 14 15 -17 -18 19 -20 -21 -22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00053504736527515819 0.00054183340642034684 0.00066820579748471688 0.0005614421251851744 0.00034613709996759762 0.00028918866501699943 -1.7702541524615749e-05 0.00043074150799775199 0.00064196790100690311 0.00049868711391680507 0.00045627369662796461 0.00056588589169259088 0.00045959874927185249 0.00059766122091385306 0.00059744946858657656 0.00034527837385210257 0.00057518756621209816 0.00020889446423947013 0.00066462199245980759 0.0004987520651225999 0.00056474686956783633 0.00015939127493353863 0.0004341945542307816 0.00070637181693330824 0.00078755325504407828 0.00039887253608683956 0.00060075159204359455 0.00064014343689656648 0.00057231976920673992 0.00074970607217099471 0.00056302809531237174
leaf_weight=58 52 77 85 74 62 59 59 55 53 72 72 54 512 94 76 55 117 315 92 96 119 54 69 64 61 128 56 55 53 64
leaf_count=58 52 77 85 74 62 59 59 55 53 72 72 54 512 94 76 55 117 315 92 96 119 54 69 64 61 128 56 55 53 64
internal_value=0 0.000359753 0.000328122 0.000298336 0.00027769 0.000205023 0.000259923 0.000590005 0.000346337 0.000315502 0.000597528 0.000591828 0.0006018 0.000588474 0.000507143 0.000442074 0.000262251 0.000606468 0.000582654 0.000641379 0.000204047 0.000536273 0.000651318 0.00067475 0.00046554 0.000637924 0.00056019 0.0005168 0.000695166 0.000599309
internal_weight=0 829 752 667 615 299 240 2083 316 263 1964 1856 1573 1240 225 131 191 1015 604 411 181 283 333 261 119 197 229 109 108 120
internal_count=2912 829 752 667 615 299 240 2083 316 263 1964 1856 1573 1240 225 131 191 1015 604 411 181 283 333 261 119 197 229 109 108 120
is_linear=0
shrinkage=0.0032998


Tree=9720
num_leaves=31
num_cat=0
split_feature=12 13 2 2 43 43 150 13 12 49 16 42 2 2 484 1212 403 0 16 52 43 2 16 2 42 12 0 48 1213 0
split_gain=3.65247 1.00517 0.800623 0.606044 0.27925 0.176587 0.164297 0.149211 0.128133 0.153606 0.148063 0.128184 0.121774 0.193485 0.108349 0.102762 0.229915 0.0825221 0.0821148 0.127941 0.0789352 0.0866083 0.0836745 0.0635806 0.0622748 0.08242 0.0785103 0.056818 0.0262874 0.014319
threshold=0.056995000000000011 -0.36115499999999995 0.13631000000000001 0.14073000000000005 -0.049364999999999992 -0.11113499999999998 0.090145000000000017 -0.0090849999999999976 0.093910000000000007 -0.081629999999999994 -0.25397999999999993 -0.098504999999999981 0.079570000000000016 0.10384 0.087020000000000014 0.081445000000000017 -0.088579999999999978 -0.094139999999999988 -0.074504999999999988 0.087580000000000005 0.024055000000000003 0.087100000000000025 0.4028000000000001 0.087635000000000005 0.096760000000000013 0.10211000000000002 0.11737000000000002 0.083775000000000002 -0.082414999999999974 -0.12368999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 8 4 5 -3 12 17 9 -2 -10 -12 -6 27 15 20 -17 -7 19 -13 22 -22 -11 -16 26 -26 -20 -14 -18 -1
right_child=2 3 -4 -5 6 7 -8 -9 10 14 11 18 13 -15 23 16 28 -19 24 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00025145047940643362 0.00065100045460292507 0.00064405488128452607 0.00040925774695572048 0.00025897452992825577 0.00053175484212790653 0.00040829665603839879 0.00048879015595196436 0.00030479476649501199 0.000596696030746945 0.00082976728068517316 0.00091171683997822361 0.00071234560685349429 0.00084244581997468487 0.00059807432496115204 0.00098858407044803676 0.00059039286153944159 0.0007580851061068164 0.00058422667440345374 0.0006549763265904122 0.00090642353424357782 0.000813824556371539 0.00063068835034529934 0.00069274882811280975 0.00083039380997280889 0.00084016274028344098 0.00067723082127211782 0.00080260836814935574 0.00070130770363291471 0.00086374143321818703 0.00017225619576683539
leaf_weight=53 76 69 66 69 53 52 62 57 71 838 56 77 88 102 55 82 55 72 204 77 63 56 55 67 87 61 52 55 70 56
leaf_count=53 76 69 66 69 53 52 62 57 71 838 56 77 88 102 55 82 55 72 204 77 63 56 55 67 87 61 52 55 70 56
internal_value=0 0.000505758 0.000768246 0.00055301 0.000586212 0.000500858 0.000645388 0.000446075 0.000779501 0.000797746 0.000741707 0.000758418 0.00067785 0.000709311 0.000806036 0.000796403 0.000727726 0.000510734 0.00074297 0.000809613 0.000810416 0.000727939 0.000821368 0.000901998 0.00071748 0.000773246 0.000685102 0.000788408 0.000817535 0.000211087
internal_weight=0 788 2168 679 610 250 360 181 2102 1417 685 614 298 245 1341 1219 207 124 558 154 1012 119 893 122 404 148 256 143 125 109
internal_count=2956 788 2168 679 610 250 360 181 2102 1417 685 614 298 245 1341 1219 207 124 558 154 1012 119 893 122 404 148 256 143 125 109
is_linear=0
shrinkage=0.0032998


Tree=9721
num_leaves=24
num_cat=0
split_feature=12 3 4 15 3 4 4 15 4 15 3 40 4 52 15 13 157 13 12 4 15 3 15
split_gain=3.88217 1.0218 0.96296 0.487051 0.464147 0.614079 0.336678 0.28806 0.276221 0.218376 0.215597 0.158332 0.149076 0.136021 0.122171 0.10955 0.0959118 0.065071 0.0602555 0.048772 0.0438696 0.018363 0.00707374
threshold=0.056995000000000011 0.13772500000000001 0.31392000000000003 0.13592500000000005 0.076825000000000018 -0.051094999999999995 0.0049450000000000006 -0.23982999999999996 -0.0029949999999999998 -0.095814999999999997 -0.14186499999999996 -1.0000000180025095e-35 0.053925000000000008 -0.034409999999999989 -0.26361999999999991 -0.095139999999999988 -0.095764999999999989 0.057990000000000007 0.093985000000000013 0.052250000000000012 -0.065984999999999988 -0.075404999999999986 -0.091664999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 7 -6 10 -1 11 -7 13 -9 -10 -2 -3 -12 -17 -18 19 -8 21 -20 -21
right_child=2 14 -4 -5 5 9 18 8 12 -11 15 -13 -14 -15 -16 16 17 -19 20 22 -22 -23 -24
leaf_value=0.00029815050898472271 0.00081908680968476716 9.8229590615068189e-05 0.00036671777344253264 0.00044066267244599264 0.00087173253478621635 0.00064800929894500185 0.00079395328710440071 0.00048841537702703532 0.00073154140707242877 0.00038866608735603513 0.00064290153367355888 0.00027262102213245414 0.00051702016384529181 0.0010346881568946262 0.00029183953435901473 0.0006407712123630083 0.00078259782790754374 0.00070499467016801572 0.00061021890128969483 0.00069939779746554253 0.00054893449748943967 0.00070623811309844531 0.00063613100977249007
leaf_weight=99 92 57 76 56 81 68 52 101 62 76 83 60 87 52 97 64 1251 141 52 62 70 55 62
leaf_count=99 92 57 76 56 81 68 52 101 62 76 83 60 87 52 97 64 1251 141 52 62 70 55 62
internal_value=0 0.000461902 0.000732499 0.000745771 0.000520506 0.000641262 0.000754145 0.000453989 0.000503643 0.000511378 0.000773702 0.000408214 0.00060652 0.000897188 0.000220407 0.000762125 0.000768897 0.000774762 0.000660806 0.000705448 0.000616217 0.000659904 0.000668049
internal_weight=0 788 2168 2092 634 225 2036 409 310 144 1683 161 149 144 154 1539 1456 1392 353 176 177 107 124
internal_count=2956 788 2168 2092 634 225 2036 409 310 144 1683 161 149 144 154 1539 1456 1392 353 176 177 107 124
is_linear=0
shrinkage=0.0032998


Tree=9722
num_leaves=26
num_cat=0
split_feature=3 2 2 2 2 49 3 150 15 14 1204 2 15 12 12 15 34 42 15 3 15 13 52 3 52
split_gain=4.67368 1.3222 0.608786 0.536507 0.330798 0.279801 0.268751 0.243756 0.209815 0.198328 0.174122 0.170766 0.154472 0.116256 0.136454 0.174799 0.103017 0.0853313 0.0770428 0.0698968 0.0527855 0.0405646 0.0369086 0.0137312 0.0088634
threshold=-0.049204999999999992 0.12026500000000001 0.078775000000000012 0.11366500000000002 0.10274500000000002 -0.081489999999999993 -0.11211999999999998 0.084475000000000008 -0.12776499999999999 0.073890000000000011 -0.081149999999999986 0.16730000000000003 -0.086819999999999994 0.10082000000000001 0.083865000000000009 -0.0090849999999999976 -0.016844999999999995 0.10254000000000001 -0.076929999999999985 -0.081134999999999985 -0.094389999999999988 0.076825000000000018 -0.070104999999999987 0.091085000000000013 0.085730000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 5 7 -1 -5 20 -2 10 24 12 -3 14 15 -12 -10 21 -6 -16 -4 -15 -8 -22 -7
right_child=1 11 4 6 18 9 22 -9 16 -11 13 -13 -14 17 19 -17 -18 -19 -20 -21 23 -23 -24 -25 -26
leaf_value=0.0006802274130180792 0.00031875345783399903 0.00029052091689076265 0.00076865733609110434 0.00051009167569527291 0.00052877120963146695 0.00095327755867210954 0.00084001503657477104 0.00059874908792620471 0.00065212152049892367 0.0010419110312766939 0.00091397702911277833 0.0001792526252779105 0.00049579135170115863 0.00077584943969509035 0.00089384766471552288 0.00066912686270677476 0.00045938063651817683 0.00067088903450784974 0.00067857785211614021 0.00084271643706498693 0.00094395682678298314 0.00088694169421115929 0.00071747060063124797 0.00085507199809050716 0.0010317968579751388
leaf_weight=92 62 87 54 69 91 55 52 54 62 71 53 60 76 100 835 85 63 59 69 505 56 68 73 52 53
leaf_count=92 62 87 54 69 91 55 52 54 62 71 53 60 76 100 835 85 63 59 69 505 56 68 73 52 53
internal_value=0 0.000546232 0.000631479 0.00084337 0.000708195 0.000859694 0.000676922 0.000792921 0.000477036 0.000868439 0.000861626 0.000330857 0.000386446 0.000853338 0.000864247 0.000763419 0.000555262 0.000782158 0.000593596 0.000874604 0.000857428 0.000821025 0.000768731 0.000901487 0.000992136
internal_weight=0 786 563 2170 376 1976 194 216 187 1884 1813 223 163 1705 1478 138 125 227 160 1340 162 168 125 108 108
internal_count=2956 786 563 2170 376 1976 194 216 187 1884 1813 223 163 1705 1478 138 125 227 160 1340 162 168 125 108 108
is_linear=0
shrinkage=0.0032998


Tree=9723
num_leaves=31
num_cat=0
split_feature=12 10 3 12 43 43 3 0 41 0 40 3 0 52 43 12 3 475 12 3 50 52 160 1447 12 52 52 52 52 52
split_gain=4.34834 1.12945 0.901055 0.482357 0.408279 0.529587 0.388023 0.23447 0.216924 0.260585 0.216328 0.311902 0.250433 0.172551 0.168083 0.119938 0.118045 0.10186 0.0958178 0.117574 0.0904608 0.0896929 0.0722432 0.0715045 0.0704843 0.0692075 0.0524271 0.0509547 0.0300157 0.00619037
threshold=0.023990000000000004 -1.0000000180025095e-35 0.13772500000000001 0.093815000000000023 -0.031974999999999996 -0.11113499999999998 -0.053364999999999996 -0.068669999999999995 0.075585000000000013 -0.11073999999999999 -1.0000000180025095e-35 0.076825000000000018 -0.07106999999999998 0.024870000000000003 -0.11158 -0.087789999999999993 0.10402500000000002 -0.085684999999999997 0.084130000000000024 -0.086819999999999994 1.0000000180025095e-35 -0.072144999999999987 -0.060659999999999992 -0.072304999999999994 0.10673000000000001 -0.40492999999999996 0.41406000000000004 0.10271000000000001 -0.54340999999999984 -0.012769999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 8 5 -3 13 -1 9 -2 -6 -12 16 20 -11 -7 -13 -16 19 -19 21 25 26 -20 -23 28 -15 -24 -5 -4
right_child=3 2 29 6 10 15 -8 -9 -10 14 11 12 -14 22 17 -17 -18 18 23 -21 -22 24 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00034182243275417107 0.00060261183346709153 0.00074549133392304691 0.00025073116277545449 0.00071443038909257115 0.00085050926141670539 0.00045344384655171262 0.00047979704956974676 5.6051384945585698e-05 0.00097327542056537756 0.00065681504733608269 0.00041298069308722907 0.00069646634531735216 0.00087061507341354644 0.00064347857522006728 0.00091930808935545161 0.00025824670955653138 0.00051304525919325557 0.00082010062205972397 0.00089505795452412987 0.00060114767751820518 0.00077142712151544071 0.00064939640593980044 0.00090245753951727022 0.00080425479813787373 0.00049637710982861679 0.00080705670742321669 0.00079469314319555943 0.00077727840715206928 0.00059944673123011997 0.00030405518934731459
leaf_weight=60 76 56 54 58 57 77 80 66 78 82 60 89 58 52 96 64 71 55 115 56 97 93 75 857 55 54 57 82 55 71
leaf_count=60 76 56 54 58 57 77 80 66 78 82 60 89 58 52 96 64 71 55 115 56 97 93 75 857 55 54 57 82 55 71
internal_value=0 0.000479029 0.000533942 0.000765984 0.000593238 0.000473406 0.000698452 0.000192412 0.000802135 0.000792124 0.000663601 0.000625151 0.000683385 0.000724199 0.000803518 0.000365094 0.000615293 0.000813692 0.000804297 0.000709955 0.000681279 0.000653407 0.000790546 0.000815034 0.000592769 0.000706934 0.000722877 0.000837302 0.000658777 0.000281301
internal_weight=0 783 657 2173 532 197 758 126 1415 1337 335 278 218 678 1261 141 160 1179 1083 111 412 315 266 972 148 167 109 157 113 125
internal_count=2956 783 657 2173 532 197 758 126 1415 1337 335 278 218 678 1261 141 160 1179 1083 111 412 315 266 972 148 167 109 157 113 125
is_linear=0
shrinkage=0.0032998


Tree=9724
num_leaves=36
num_cat=0
split_feature=1 12 2 12 2 2 4 15 49 12 4 12 4 4 1 49 49 12 4 4 124 2 15 42 1 1 1447 4 49 15 15 133 4 42 2
split_gain=10.7305 2.45355 1.51232 0.871213 0.618147 0.324227 0.296996 0.272516 0.235916 0.207841 0.207275 0.195284 0.192862 0.16787 0.161305 0.138583 0.138238 0.250618 0.138057 0.129311 0.0876669 0.0855796 0.0840714 0.0781722 0.0731325 0.0696657 0.0610606 0.0587247 0.0563519 0.0552676 0.0447011 0.0398693 0.0395467 0.0330796 0.0222794
threshold=0.10123500000000001 0.085465000000000013 0.11806500000000002 0.056995000000000011 0.14744000000000002 0.090485000000000024 -0.090174999999999991 -0.077474999999999988 0.047620000000000003 0.098785000000000012 0.082475000000000007 0.083865000000000009 0.055765000000000002 -0.17568999999999999 0.090540000000000023 -0.070754999999999985 -0.06017999999999999 0.092010000000000022 0.018150000000000003 0.42405000000000009 -0.014429999999999998 0.089125000000000024 -0.078064999999999982 0.090045000000000014 0.11039500000000001 0.12646500000000002 -0.084999999999999978 0.052250000000000012 -0.00054499999999999991 0.085775000000000004 -0.068309999999999996 0.083645000000000011 -0.070654999999999982 0.093155000000000016 0.084395000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 9 8 7 6 29 19 13 24 -9 34 -11 -1 26 -15 -7 27 22 20 -2 -17 -19 -16 -3 -21 -13 31 -28 -5 -20 -18 -25 -24 -8
right_child=1 2 -4 5 -6 16 11 10 -10 12 -12 14 -14 15 23 21 17 18 30 25 -22 -23 33 32 -26 -27 28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.00078691760045600744 5.2225057164457259e-05 0.00076936459100947511 0.00013799093070971755 0.0011462695920268777 -1.9888516574623826e-05 0.00064602288481880937 0.00080064493283066459 0.00030923796724290233 0.00084681822407486819 0.00079471205077538199 0.0005744654139364175 0.0008073319447467472 0.0005101026561499714 0.00071772085226590729 0.00090109441225944974 0.00059936400325838338 0.00089599414238041963 0.00093522252743821668 0.00074692659086995461 0.00039283082904061512 0.0002315905050628775 0.0004240020242449082 0.00075571855279692656 0.00082515392433658624 0.00094507323829047714 0.00023337473788801515 0.00099407374609818675 0.00083683414259394843 0.00091441427205743637 0.00098788357801253644 0.00060930686709199575 0.0010250061451424115 0.00069503027784745838 0.00083620362221322646 0.00069407899727770344
leaf_weight=61 55 56 54 55 83 53 52 84 76 52 53 54 54 60 68 72 52 57 58 54 66 56 147 53 55 71 128 57 652 53 55 72 62 114 52
leaf_count=61 55 56 54 55 83 53 52 84 76 52 53 54 54 60 68 72 52 57 58 54 66 56 147 53 55 71 128 57 652 53 55 72 62 114 52
internal_value=0 0.000383194 0.000632939 0.000842851 0.000237881 0.000870004 0.000902018 0.000293835 0.0006845 0.000755943 0.000412101 0.000885912 0.000650055 0.000634816 0.000900011 0.000585277 0.000810785 0.000824996 0.000781207 0.000227827 0.000150352 0.000522918 0.000816969 0.000809672 0.000856745 0.000302542 0.000919791 0.000929073 0.000927532 0.00106887 0.000680255 0.000971188 0.000755307 0.000791008 0.000747701
internal_weight=0 737 271 2219 466 1894 1229 383 325 217 137 1121 106 249 1017 188 665 612 431 246 121 128 318 183 111 125 834 181 780 108 113 124 115 261 104
internal_count=2956 737 271 2219 466 1894 1229 383 325 217 137 1121 106 249 1017 188 665 612 431 246 121 128 318 183 111 125 834 181 780 108 113 124 115 261 104
is_linear=0
shrinkage=0.0032998


Tree=9725
num_leaves=20
num_cat=0
split_feature=12 43 133 4 457 48 47 49 12 4 49 47 484 43 160 51 12 13 399
split_gain=0.366688 0.264462 0.167577 0.157699 0.110356 0.0810116 0.119035 0.0774161 0.0694292 0.0942148 0.124243 0.0535575 0.071389 0.0509555 0.0677446 0.0504846 0.0313815 0.0943546 0.0286968
threshold=0.083400000000000016 0.0049250000000000014 -1.0000000180025095e-35 0.27998000000000006 0.097740000000000007 0.11326000000000001 0.091680000000000011 -0.14731999999999998 -0.098524999999999988 -0.17006499999999999 -0.0058449999999999986 0.11069000000000002 0.11512500000000002 -0.08076499999999999 -0.10466499999999999 -0.085594999999999991 0.085965000000000014 -0.085784999999999986 0.091160000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 7 5 6 8 -2 -1 -10 -11 12 13 14 -9 -16 17 -15 -18
right_child=3 2 -4 -5 -6 -7 -8 11 9 10 -12 -13 -14 16 15 -17 18 -19 -20
leaf_value=0.009421974039293771 0.00058214552079667407 -0.011070203442549557 0.0019576087278711418 -0.00061755695050200177 -0.0036430941974785018 -0.0011142561419325043 0.011856538077612281 0.013248706272272558 0.0086440384366818154 0.0063967709481518439 0.00037772655508181368 0.0031555637383410269 0.0026282749747839574 0.0007803409429428884 0.01198364222236406 0.0073481922792594532 0.0071323158702859546 0.0085480449170326975 0.010957283695511433
leaf_weight=63 52 60 52 79 53 70 63 89 84 149 281 90 86 84 82 395 961 95 61
leaf_count=63 52 60 52 79 53 70 63 89 84 149 281 90 86 84 82 395 961 95 61
internal_value=0 0.002624 -0.00500554 0.00673596 0.00374629 0.00430042 0.00489546 0.00702805 0.00413229 0.00348045 0.00246757 0.00719964 0.00739509 0.00762607 0.00895393 0.00814883 0.00699879 0.0049129 0.00736237
internal_weight=0 875 112 2074 763 710 640 1995 577 514 430 1943 1853 1767 566 477 1201 179 1022
internal_count=2949 875 112 2074 763 710 640 1995 577 514 430 1943 1853 1767 566 477 1201 179 1022
is_linear=0
shrinkage=0.16829


Tree=9726
num_leaves=25
num_cat=0
split_feature=12 12 41 52 52 14 484 48 151 43 157 43 12 52 52 130 1452 43 12 12 48 12 394 43
split_gain=0.253626 0.23941 0.0956926 0.0893228 0.125498 0.123232 0.132547 0.116952 0.0649544 0.0581391 0.0724913 0.0608529 0.0563488 0.0537784 0.105301 0.0460555 0.0394102 0.0369046 0.0280445 0.0438244 0.0313912 0.0477101 0.0215904 0.0114519
threshold=0.083400000000000016 0.081320000000000017 0.079160000000000008 -0.15086999999999998 -0.092084999999999986 -0.07279999999999999 0.086635000000000004 0.10255000000000002 -0.087049999999999988 -0.011714999999999998 -0.087424999999999989 -0.016434999999999995 -0.025219999999999996 -0.010394999999999998 -0.016999999999999998 0.088055000000000008 0.081315000000000012 -0.06512999999999998 0.10331000000000001 0.11431500000000001 0.083775000000000002 0.085075000000000026 -0.088854999999999976 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
left_child=1 3 9 12 -5 -6 7 8 -7 10 -2 13 -1 14 16 17 -12 -15 20 -20 21 -11 -23 -24
right_child=2 -3 -4 4 5 6 -8 -9 -10 18 11 -13 -14 15 -16 -17 -18 -19 19 -21 -22 22 23 -25
leaf_value=0.0023143872553668186 0.0022095110064415174 -0.0083541727863634813 -0.00019545148150608627 0.011263721035278305 0.0083271988052748252 -0.0015144735503424746 -0.004882871367635269 -0.0034528004086864755 0.0048223113229307465 0.0010751077210837212 0.0077843270945205587 0.012440202444083193 -0.0053612735204814884 0.0059308973393866543 0.014755978795779575 0.0093173502981656643 0.0028092147410524147 0.0027907303965342182 -0.00037952174926359584 0.0054307360232095933 0.0014679943458402332 0.0028525900949138293 0.0055860586006425605 0.0073381034458227428
leaf_weight=53 101 57 77 56 102 52 70 69 361 61 316 55 55 405 59 86 54 147 72 74 60 54 224 229
leaf_count=53 101 57 77 56 102 52 70 69 361 61 316 55 55 405 59 86 54 147 72 74 60 54 224 229
internal_value=0 0.0021831 0.00560353 0.00291956 0.0036062 0.00294777 0.00195049 0.00294661 0.00402011 0.00582803 0.00655408 0.00694357 -0.00157788 0.00665855 0.00812527 0.00566949 0.00706309 0.00509791 0.00467847 0.0025531 0.00516973 0.0055576 0.00609336 0.00647572
internal_weight=0 875 2074 818 710 654 552 482 413 1997 1223 1122 108 1067 429 638 370 552 774 146 628 568 507 453
internal_count=2949 875 2074 818 710 654 552 482 413 1997 1223 1122 108 1067 429 638 370 552 774 146 628 568 507 453
is_linear=0
shrinkage=0.16829


Tree=9727
num_leaves=23
num_cat=0
split_feature=1 52 1 1 14 47 4 13 13 13 15 42 16 13 13 42 1203 4 13 42 1 1
split_gain=4.93097 1.0009 0.526376 0.4658 0.284368 0.232841 0.222831 0.195955 0.19188 0.172896 0.115248 0.112935 0.198108 0.106907 0.101066 0.141329 0.0910436 0.067237 0.0657961 0.0679335 0.0637432 0.0428515
threshold=0.10455000000000002 -0.40011499999999994 0.12700000000000003 0.09518500000000002 0.073890000000000011 0.078660000000000022 -0.013125 -0.27740999999999993 -0.10373499999999998 -0.083274999999999988 -0.16749999999999998 0.08955500000000001 -0.28430999999999995 -0.0087649999999999985 1.0000000180025095e-35 0.089470000000000008 0.08592000000000001 -0.46195999999999998 -0.084084999999999979 0.08400500000000001 0.099250000000000019 0.082295000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 8 11 20 -4 -1 18 -11 12 -3 -14 15 -9 17 -12 19 -10 -5 -21
right_child=1 2 7 6 -6 -7 -8 14 9 10 16 -13 13 -15 -16 -17 -18 -19 -20 21 -22 -23
leaf_value=0.0004986483504685282 0.00066262839326131063 0.00040849730600950014 4.9774978560517673e-06 0.00050627637379516881 0.0008385874953601855 0.00048090756536583405 0.00037107518096259718 0.00037597522437134151 0.00076656573073806942 0.00078209636415319905 0.00072897060823182266 0.00041665358469307142 0.00026765370611600949 6.4538773019007784e-05 8.9880863837836359e-05 0.00013858956756636155 0.00073038800099146971 0.00061044112123713988 0.00081097041622519423 0.00068323622526711935 0.00065844797477852043 0.00058551325735273826
leaf_weight=97 77 55 76 63 86 100 96 59 101 54 58 57 57 57 54 52 85 1144 56 337 64 64
leaf_count=97 77 55 76 63 86 100 96 59 101 54 58 57 57 57 54 52 85 1144 56 337 64 64
internal_value=0 0.000309321 0.000261279 0.00063604 0.000651444 0.000347801 0.000492062 0.000144094 0.000643363 0.000650737 0.000630162 0.000288749 0.000245401 0.000166405 0.000207959 0.000265085 0.000623759 0.00061619 0.000700119 0.000687683 0.000583239 0.000667727
internal_weight=0 644 567 2305 2082 326 223 241 1996 1899 1341 226 169 114 165 111 1287 1202 558 502 127 401
internal_count=2949 644 567 2305 2082 326 223 241 1996 1899 1341 226 169 114 165 111 1287 1202 558 502 127 401
is_linear=0
shrinkage=0.0032998


Tree=9728
num_leaves=32
num_cat=0
split_feature=3 3 39 42 16 52 12 3 12 42 12 3 16 16 16 3 160 52 3 160 3 42 3 16 49 51 1203 12 3 12 42
split_gain=7.35041 2.44808 1.24087 1.08052 0.780017 0.596407 0.535463 0.501653 0.377856 0.551772 0.299247 0.188057 0.154884 0.134546 0.111027 0.108448 0.0757727 0.0852885 0.0941555 0.0739297 0.0711684 0.0707846 0.0643772 0.061884 0.0533778 0.0637645 0.0459804 0.0453638 0.0431019 0.0226594 0.0152146
threshold=-0.064349999999999991 0.28833000000000003 0.0047850000000000011 -0.026374999999999999 -0.26194999999999996 0.008405000000000001 -0.087789999999999993 0.10661500000000002 0.083400000000000016 0.078120000000000009 0.093910000000000007 -0.012504999999999997 -0.17773999999999998 -0.025214999999999998 -0.082194999999999976 -0.15041499999999997 -0.0012349999999999998 0.085175000000000015 -0.12077499999999998 -0.081594999999999987 0.090170000000000014 -1.0000000180025095e-35 0.12745000000000004 -0.080084999999999976 0.093510000000000024 -0.004559999999999999 0.087415000000000007 0.097240000000000007 -0.075154999999999986 0.088435000000000014 0.084495000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 7 -4 5 -1 13 11 9 -6 15 21 -3 -5 -8 -10 27 18 -18 -13 -21 -2 -9 -19 25 30 -27 -12 -20 -26 -17
right_child=1 12 3 6 8 -7 14 22 10 -11 16 19 -14 -15 -16 24 17 23 28 20 -22 -23 -24 -25 29 26 -28 -29 -30 -31 -32
leaf_value=0.00057857722778049405 0.00084540690663451002 5.4411981305960276e-05 0.00093035788594580905 0.00047617289286581006 0.00055965482474588663 0.00097107106086859662 0.00016440847934808672 0.0005584253639172958 0.0011779723017094205 0.0010054009436162399 0.0009477700971014069 0.0010506004946321625 0.00028774508907117134 0.00069656456633215066 0.00037272153055215273 0.001141541837674447 0.001047090988328636 0.0011286486111575687 0.0008700492413610232 0.00096485052659288481 0.00080190970692264646 0.00067672156941329616 0.00070980723376728744 0.00097353017938147171 0.0010074093134745531 0.0010148874916070425 0.0011212306671631652 0.00081403670013561894 0.00098102751359103557 0.0009000754930168569 0.0010669967391039735
leaf_weight=92 64 53 57 71 53 79 62 71 58 72 52 52 76 55 52 61 63 52 170 76 54 53 60 77 54 813 54 77 58 55 153
leaf_count=92 64 53 57 71 53 79 62 71 58 72 52 52 76 55 52 61 63 52 170 76 54 53 60 77 54 813 54 77 58 55 153
internal_value=0 0.000611457 0.00068581 0.000521433 0.000974556 0.000760111 0.000424166 0.000799263 0.000993617 0.000816686 0.0010059 0.000874168 0.000192153 0.000572655 0.000259737 0.00103443 0.000940988 0.000963255 0.000930739 0.000941393 0.000897438 0.000769295 0.00062803 0.00103633 0.00102741 0.00103482 0.00102155 0.000868218 0.000898435 0.000953573 0.00108841
internal_weight=0 856 727 297 2093 171 240 430 1922 125 1797 299 129 126 114 1248 549 420 291 182 130 117 131 129 1190 1081 867 129 228 109 214
internal_count=2949 856 727 297 2093 171 240 430 1922 125 1797 299 129 126 114 1248 549 420 291 182 130 117 131 129 1190 1081 867 129 228 109 214
is_linear=0
shrinkage=0.0032998


Tree=9729
num_leaves=31
num_cat=0
split_feature=1 12 403 1 2 4 48 52 4 15 2 4 1203 1456 52 52 15 1455 52 2 393 1455 15 2 484 52 15 12 12 4
split_gain=0.323117 0.128954 0.430062 0.163425 0.207333 0.093982 0.124345 0.0741012 0.0726999 0.161363 0.0576205 0.0716397 0.0471526 0.045036 0.0518045 0.0426128 0.0427865 0.0393924 0.0364248 0.048595 0.0363028 0.0390526 0.0357519 0.0336591 0.0266408 0.0173073 0.0276094 0.0372421 0.0478383 0.0288364
threshold=0.11374000000000002 0.084565000000000015 -0.085354999999999973 0.086165000000000005 0.08622500000000001 -0.040394999999999993 0.10389000000000002 0.12109500000000002 -0.12685999999999997 -0.043134999999999993 0.093200000000000019 -0.10701499999999999 0.087415000000000007 -0.0095049999999999978 -0.13047499999999998 -0.015159999999999998 -0.025879999999999997 0.081665000000000001 -0.078529999999999975 -1.0000000180025095e-35 0.086855000000000016 -0.078319999999999987 -0.096724999999999992 0.13775000000000001 0.0087000000000000011 0.31351000000000001 -0.079504999999999978 0.11431500000000001 0.10061500000000002 0.070065000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 13 -5 -2 7 18 -6 22 11 -3 17 -4 -15 -16 -17 20 -7 -20 21 -13 -10 -21 25 26 29 28 -28 -12
right_child=5 10 3 4 8 6 -8 -9 9 -11 24 12 -14 14 15 16 -18 -19 19 23 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0098087712960295594 0.0071873957569146387 0.012980906193607696 0.0031167368677324364 0.0089532665701801215 0.004669948520041477 -0.0015981829853730517 -0.0076966870999788106 -0.0041983529022739307 -0.0014090590808853891 -0.009723687429167821 0.010850660231155754 0.0019349187045610708 0.011321526240298412 0.013053323026097368 0.0042101986461494855 0.0051878861102600312 0.011062618663734087 0.01074493385504556 -0.0010477436483281896 0.0073649150769044902 0.0021285080607677939 0.0067228963014883238 0.0041902173006752221 0.0021674259616599532 0.0012493032288511375 0.0028765396196865811 0.0042310513674931475 0.00093872017834407289 0.0092364469492989543 0.0052276964739072099
leaf_weight=61 53 55 58 95 62 55 56 64 68 54 54 52 61 54 87 57 98 59 53 75 59 935 61 69 52 74 180 56 79 53
leaf_count=61 53 55 58 95 62 55 56 64 68 54 54 52 61 54 87 57 98 59 53 75 59 935 61 69 52 74 180 56 79 53
internal_value=0 0.0055761 0.00372906 0.00492157 0.00227884 0.000555577 -0.000384449 0.000905705 -0.000301871 -0.00199613 0.0063634 0.00701032 0.00672715 0.00745472 0.00829866 0.00723028 0.00891382 0.0064719 0.0022091 0.00328117 0.00622916 0.00647246 0.00122473 0.00488693 0.0049187 0.00529977 0.00572044 0.00491248 0.00576473 0.00808224
internal_weight=0 2524 755 694 340 425 372 316 245 183 1769 1221 1166 354 296 242 155 1105 252 197 1046 987 129 144 548 496 422 315 259 107
internal_count=2949 2524 755 694 340 425 372 316 245 183 1769 1221 1166 354 296 242 155 1105 252 197 1046 987 129 144 548 496 422 315 259 107
is_linear=0
shrinkage=0.16829


Tree=9730
num_leaves=20
num_cat=0
split_feature=1 43 147 9 15 1210 51 40 15 12 15 1 1210 43 129 16 483 1429 51
split_gain=0.177291 0.0811828 0.13115 0.0824464 0.0789629 0.0653128 0.0597557 0.0514317 0.053541 0.135581 0.0501516 0.047706 0.0433436 0.0368369 0.0335412 0.0304098 0.0285137 0.0243109 0.0153344
threshold=0.13686500000000004 -0.040494999999999996 0.089430000000000023 0.084755000000000011 -0.18498499999999998 -0.065674999999999983 0.07412500000000001 -1.0000000180025095e-35 0.025430000000000005 0.083785000000000012 -0.41725999999999991 0.085410000000000014 -0.059899999999999995 -0.14386499999999997 0.087660000000000016 -0.076909999999999992 0.083090000000000011 0.083985000000000018 -0.0078149999999999973
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 -1 -3 12 -7 11 -10 -2 -9 -6 -8 16 -15 17 -14 -18
right_child=10 2 -4 -5 6 7 13 8 9 -11 -12 -13 14 15 -16 -17 18 -19 -20
leaf_value=-0.0010458831143649548 0.0026634605981292335 0.010044114130454824 -0.0021175665574047955 0.012335147525631409 -0.00091334579718051667 0.010113986387686815 0.010917378544158746 0.0058944708004119275 0.012975864660277631 0.0053464270391836407 -0.0030766613997986053 0.0026731501734510955 0.0043164857230779917 0.002758731841718578 0.00021533123941866101 0.0082009005360957621 -0.00015000512229521298 0.0070523026529960347 0.0033630614961836776
leaf_weight=84 75 97 57 58 52 65 53 223 76 523 101 321 696 59 62 60 52 109 103
leaf_count=84 75 97 57 58 52 65 53 223 76 523 101 321 696 59 62 60 52 109 103
internal_value=0 0.00488018 0.00576782 0.0060989 0.00393113 0.00582036 0.0042681 0.00547971 0.0052146 0.00631744 -0.000620379 0.00399696 0.00379816 0.00719206 0.00403964 0.00551778 0.00428476 0.00468916 0.00217289
internal_weight=0 2750 1420 1363 1330 1305 1246 1208 1143 599 176 544 1074 172 1022 119 960 805 155
internal_count=2926 2750 1420 1363 1330 1305 1246 1208 1143 599 176 544 1074 172 1022 119 960 805 155
is_linear=0
shrinkage=0.16829


Tree=9731
num_leaves=13
num_cat=0
split_feature=3 9 13 42 14 12 43 12 484 43 15 13
split_gain=0.121779 0.0776052 0.0706632 0.121275 0.102426 0.0672016 0.163567 0.0920275 0.0557269 0.057101 0.0404961 0.0376198
threshold=0.17351000000000003 -1.0000000180025095e-35 -0.098524999999999988 0.086555000000000007 0.05884000000000001 -0.083979999999999985 -0.079824999999999993 -0.0066799999999999993 0.085515000000000022 -0.085784999999999986 -0.090324999999999989 -0.41895499999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 -4 -7 10 -10 -9 -2
right_child=11 2 4 -5 -6 7 -8 8 9 -11 -12 -13
leaf_value=-0.0011101899073487098 0.0011642457023816426 0.012265502083506713 -0.0060365935578463705 0.0035096606315076703 0.010784577241654941 0.0090224449447983482 0.0062407960569911955 0.0024490159660722479 -0.0025702478845019902 0.0029780327687153056 0.0044365308292831146 -0.0043269049194320734
leaf_weight=80 95 81 63 102 61 99 60 360 72 192 1605 56
leaf_count=80 95 81 63 102 61 99 60 360 72 192 1605 56
internal_value=0 0.00403751 0.00419098 0.00739501 0.00395685 0.00378619 -3.30166e-05 0.00398875 0.00376438 0.00145806 0.00407332 -0.00086031
internal_weight=0 2775 2695 183 2512 2451 123 2328 2229 264 1965 151
internal_count=2926 2775 2695 183 2512 2451 123 2328 2229 264 1965 151
is_linear=0
shrinkage=0.16829


Tree=9732
num_leaves=13
num_cat=0
split_feature=40 1212 4 3 159 52 4 2 40 376 1212 157
split_gain=0.112958 0.0690286 0.0701512 0.0737711 0.0740985 0.0728258 0.0542078 0.0488786 0.0440889 0.0459758 0.0349671 0.027752
threshold=0.053385000000000009 -0.075529999999999986 -0.22295999999999996 0.17351000000000003 0.086140000000000008 -0.018094999999999997 -0.10429499999999998 -0.084369999999999987 -0.091044999999999987 0.083295000000000022 -0.16506999999999997 -0.022224999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 5 6 -5 11 -4 -8 -9 -10 -1 -3
right_child=-2 2 3 4 -6 -7 7 8 9 -11 -12 -13
leaf_value=0.0045488669308220127 -0.0031176770683711092 0.0066064400391854412 -0.00088944129203497632 -0.0051169842473123995 0.0031428634138850201 0.010018831138221574 0.0076365575972423176 -0.0017192324384868987 0.0030645543188021515 0.0072455556656425054 0.0099309515188288171 0.0019006381266201443
leaf_weight=79 79 59 93 64 59 81 70 52 2056 78 63 93
leaf_count=79 79 59 93 64 59 81 70 52 2056 78 63 93
internal_value=0 0.00332221 0.00313113 0.00286661 -0.00114034 0.00592986 0.00307719 0.0032415 0.00309994 0.00321822 0.00694935 0.00373905
internal_weight=0 2847 2705 2472 123 233 2349 2256 2186 2134 142 152
internal_count=2926 2847 2705 2472 123 233 2349 2256 2186 2134 142 152
is_linear=0
shrinkage=0.16829


Tree=9733
num_leaves=24
num_cat=0
split_feature=2 0 15 16 15 0 16 52 12 151 0 52 48 4 52 133 4 4 0 0 49 12 12
split_gain=0.0745292 0.0522891 0.059658 0.0963615 0.116643 0.0560825 0.0802317 0.0731104 0.0615225 0.0518939 0.0534107 0.108776 0.125153 0.128918 0.0941791 0.0668662 0.0527559 0.103634 0.0499301 0.0423161 0.0551634 0.0232975 0.0156501
threshold=0.15205000000000002 0.13304000000000002 1.0000000180025095e-35 -0.097664999999999988 0.089475000000000013 -0.067434999999999981 0.057265000000000003 -0.011499999999999998 0.084235000000000018 -0.23315499999999997 -0.13409999999999997 0.048245000000000003 0.085265000000000021 0.19778000000000004 -0.074359999999999996 -0.0043399999999999992 0.0049450000000000006 -0.040874999999999995 -0.057749999999999989 -0.074249999999999997 0.092515000000000014 0.090885000000000007 0.10253500000000002
decision_type=2 2 2 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 7 -5 -9 -1 11 12 13 -11 -14 19 17 -17 -2 20 -12 -18 -7
right_child=18 -3 3 5 -6 22 -8 8 -10 10 15 -13 14 -15 -16 16 21 -19 -20 -21 -22 -23 -24
leaf_value=0.0063285064354301817 0.0018071854710482521 0.0074082990825139498 0.014134449398595346 0.0085501422855796885 0.0037176130171492723 0.0046840991827157459 -0.0036437754303568796 -0.0029896378279386073 0.0029481875015697524 -0.011921291888773338 0.0081778370054361779 0.0059790077854252749 0.0070915362458010018 -0.00031100523629385877 -0.0025226036473480302 -0.00058411839673913222 -0.0010854552746464314 0.0039680256230386415 -0.0054826853216809164 0.001073229629390214 0.0015771952625109888 0.0015739494693091552 0.0085271816564213947
leaf_weight=76 54 68 52 62 75 74 55 53 679 54 121 62 53 55 63 202 208 469 52 63 52 169 55
leaf_count=76 54 68 52 62 75 74 55 53 679 54 121 62 53 55 63 202 208 469 52 63 52 169 55
internal_value=0 0.00278332 0.00266839 0.00362705 0.00799692 0.00305776 0.00255745 0.00298927 0.00251581 0.00202411 0.00181473 -0.000255154 -0.001981 -0.00607937 0.00185458 0.0022788 0.00169985 0.00259496 -0.00175203 0.00484211 0.00620421 0.000101926 0.00633655
internal_weight=0 2820 2752 1105 127 978 849 794 732 1647 1571 287 225 109 116 1284 1048 671 106 236 173 377 129
internal_count=2926 2820 2752 1105 127 978 849 794 732 1647 1571 287 225 109 116 1284 1048 671 106 236 173 377 129
is_linear=0
shrinkage=0.16829


Tree=9734
num_leaves=27
num_cat=0
split_feature=1 3 1 2 12 15 2 11 0 15 0 401 3 3 12 15 12 1212 1 1 1 15 133 0 0 15
split_gain=5.47365 1.18201 0.699492 0.375957 0.309375 0.301791 0.280452 0.147399 0.145728 0.136272 0.118469 0.0788513 0.143531 0.0752667 0.123901 0.0718696 0.0697617 0.0643511 0.0581753 0.0556191 0.0517917 0.0452756 0.0392697 0.0371433 0.03565 0.0349794
threshold=0.10729000000000001 -0.062694999999999987 0.09518500000000002 0.14808000000000002 0.085845000000000019 -0.14689499999999997 0.091235000000000024 0.07585500000000002 0.080385000000000012 -0.089604999999999976 -0.070134999999999989 0.080710000000000018 -0.097829999999999986 -1.0000000180025095e-35 0.083785000000000012 -0.0083999999999999995 -1.0000000180025095e-35 -0.021199999999999997 0.12040000000000002 0.10373000000000002 0.11883500000000001 0.093575000000000019 0.12518000000000004 -0.073254999999999987 -0.077104999999999993 -0.46483499999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 9 16 -2 7 10 11 18 13 12 -8 14 15 -1 -4 -16 -3 -6 -7 22 -14 -11 -23 -20
right_child=1 3 4 -5 19 20 8 -9 -10 23 -12 -13 21 -15 17 -17 -18 -19 25 -21 -22 24 -24 -25 -26 -27
leaf_value=0.00087690984066118285 0.00044804111214471104 0.00042567138090653653 0.00045643361748994227 0.00015916904781162263 0.00070641765652606039 0.00079635846014605672 0.00095831938861438569 0.0010061554228218313 0.00061549098222650294 0.00042539936346551568 0.0007115477788733291 0.00066437581521369509 0.00077733810392943985 0.00075290021979075941 0.00092739322666607967 0.0010545510303835983 0.00060824123729793481 0.00083920557003740485 0.00035340793392252138 0.000846180000517602 0.00065783122451361939 0.00075979974328703426 0.00068361358110799887 0.00054532408475605647 0.00087441451663387252 0.00023708116022447802
leaf_weight=52 53 61 65 93 96 84 57 68 61 61 71 56 349 81 110 56 74 881 62 52 52 53 65 61 95 57
leaf_count=52 53 61 65 93 96 84 57 68 61 61 71 56 349 81 110 56 74 881 62 52 52 53 65 61 95 57
internal_value=0 0.000446125 0.000803358 0.00034325 0.000650178 0.000660942 0.000824734 0.000853785 0.000772623 0.000399821 0.000845474 0.00078677 0.000797786 0.000853503 0.000860886 0.000969346 0.000537506 0.00084903 0.000341452 0.000755761 0.000743651 0.000781442 0.000762708 0.00048565 0.000833608 0.000297984
internal_weight=0 584 2342 395 287 189 2055 1319 736 302 1251 675 619 1180 1099 108 139 991 180 148 136 562 414 122 148 119
internal_count=2926 584 2342 395 287 189 2055 1319 736 302 1251 675 619 1180 1099 108 139 991 180 148 136 562 414 122 148 119
is_linear=0
shrinkage=0.0032998


Tree=9735
num_leaves=36
num_cat=0
split_feature=1 2 2 12 12 4 1 12 3 12 2 1 150 12 12 4 40 4 4 1 12 1 4 1 400 12 12 133 42 3 42 4 42 4 4
split_gain=5.23687 1.11267 0.756141 0.738091 0.42026 0.371352 0.340247 0.332029 0.294677 0.199802 0.167226 0.14805 0.115808 0.107938 0.107091 0.0953321 0.0952701 0.0950635 0.0942755 0.0743198 0.122064 0.0627359 0.0591251 0.0584892 0.0555452 0.0408283 0.0366618 0.0326444 0.0696504 0.0317921 0.0313544 0.0254132 0.0367664 0.0230588 0.0121652
threshold=0.11690500000000002 0.10100500000000003 0.16730000000000003 -0.041014999999999989 0.087625000000000022 0.27998000000000006 0.089455000000000021 0.088745000000000004 -0.044539999999999989 0.11878500000000002 0.084725000000000009 0.096160000000000009 0.075065000000000007 0.091545000000000015 0.093625000000000014 -0.088709999999999983 -0.062739999999999976 0.020110000000000006 0.058025000000000007 0.082295000000000021 0.083535000000000012 0.087915000000000007 -0.0088849999999999988 0.099440000000000014 -0.075319999999999984 0.094195000000000015 0.10312 0.092215000000000005 0.083825000000000024 -0.080054999999999987 0.090175000000000019 -0.083084999999999978 -0.0091049999999999985 0.049545000000000006 -0.071344999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 16 8 33 10 12 -3 18 19 -10 -8 15 -15 -12 -2 23 27 20 -1 -21 -13 25 -17 29 34 28 -6 -9 -26 32 -22 -5 -16
right_child=2 4 -4 5 9 -7 7 17 11 -11 13 22 -14 14 26 24 -18 -19 -20 21 31 -23 -24 -25 30 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.00091410277689428921 0.00019494663991639753 0.00017685892983831605 -0.00012687776402373494 0.00049286246618664262 0.00062145572302954393 0.00023971582529978705 0.00053187731316866238 0.00054368447204437744 0.00060566263196812071 0.00039003754185160144 0.00079056753681872234 0.00048951258170530567 0.00034433966041018936 0.00051304285513218046 0.0007174777689274689 0.00077546885903368595 2.8279894489418138e-05 0.00052264546727400667 0.00051793368086835653 0.00063117203759364667 0.00071888429025503391 0.0007704335317837911 0.00034672877629016581 0.00077831308838215878 0.00065485071120653963 0.00070804606070884229 0.0005937022038435784 0.00057701976594521959 0.00077660479276605665 0.00066078861432495261 0.00072529371238227221 0.00067777311542810924 0.00083790881609053321 0.00059645147217609316 0.00064533598289342434
leaf_weight=60 71 53 59 56 91 75 95 53 53 54 90 52 60 87 79 58 80 56 86 94 79 63 90 52 558 82 83 53 53 61 91 59 54 52 62
leaf_count=60 71 53 59 56 91 75 95 53 53 54 90 52 60 87 79 58 80 56 86 94 79 63 90 52 558 82 83 53 53 61 91 59 54 52 62
internal_value=0 0.000626337 0.000217094 0.000277961 0.000499683 0.000418934 0.000663815 0.000584583 0.000396127 0.000575786 0.000687765 0.000455543 0.000459509 0.000666414 0.000613213 0.00068713 0.00010688 0.000648239 0.000611104 0.000745519 0.000781664 0.000687278 0.000399264 0.000676456 0.000673912 0.000649253 0.000651961 0.000651599 0.000678804 0.000606655 0.000664782 0.000740094 0.000767475 0.000543065 0.000686006
internal_weight=0 2561 393 334 585 183 1976 459 248 337 1517 195 155 1108 311 797 151 304 283 409 252 157 142 248 707 196 224 197 144 114 649 192 133 108 141
internal_count=2954 2561 393 334 585 183 1976 459 248 337 1517 195 155 1108 311 797 151 304 283 409 252 157 142 248 707 196 224 197 144 114 649 192 133 108 141
is_linear=0
shrinkage=0.0032998


Tree=9736
num_leaves=10
num_cat=0
split_feature=2 123 2 48 2 148 2 150 3
split_gain=0.222214 0.0656268 0.0697794 0.0789453 0.080649 0.0688502 0.0759494 0.096578 0.0665413
threshold=0.25063000000000007 0.10832000000000001 0.14938500000000002 0.11521500000000003 -0.10238999999999998 -0.07718499999999999 0.088905000000000026 0.083435000000000023 -0.054399999999999997
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 8 -8 -7
right_child=-2 -3 -4 -5 5 6 7 -9 -10
leaf_value=-0.0019416057368925219 -0.0077249234768426035 -0.0025722605878965737 -0.0029119076647798115 0.0078758102175237044 0.0075598082975214462 0.0034461376433246585 0.0026342187000018423 -0.002287158848792594 0.0067126244896572509
leaf_weight=86 55 57 52 103 103 1166 995 127 210
leaf_count=86 55 57 52 103 103 1166 995 127 210
internal_value=0 0.00306426 0.00317794 0.00329208 0.00311571 0.00328361 0.00310657 0.00207556 0.00394596
internal_weight=0 2899 2842 2790 2687 2601 2498 1122 1376
internal_count=2954 2899 2842 2790 2687 2601 2498 1122 1376
is_linear=0
shrinkage=0.16829


Tree=9737
num_leaves=27
num_cat=0
split_feature=2 1 132 12 0 41 1 3 40 2 3 0 4 0 2 13 0 13 43 1210 3 1210 3 12 49 1
split_gain=0.153766 0.0633169 0.157413 0.0819692 0.106168 0.10443 0.0846221 0.0772215 0.070115 0.0637537 0.154278 0.122546 0.101631 0.0755119 0.0858781 0.0701606 0.0636267 0.0455273 0.0386472 0.0352942 0.0380034 0.0541607 0.0425463 0.0357629 0.0348953 0.00643406
threshold=0.25063000000000007 0.089455000000000021 -0.044384999999999994 0.083535000000000012 0.040570000000000002 0.076195000000000013 0.083065000000000014 -0.23394499999999999 -0.0057599999999999986 0.090485000000000024 0.10766000000000002 -0.074504999999999988 0.024470000000000002 -0.088724999999999984 -0.026084999999999994 -0.13226499999999999 -0.080134999999999998 -0.087144999999999986 -0.030594999999999994 -0.083089999999999983 -0.072649999999999978 -0.048324999999999993 -0.075579999999999994 0.108115 0.096725000000000019 0.11319000000000001
decision_type=2 2 2 2 2 2 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 19 8 -4 -1 13 11 12 -11 18 -15 -12 -16 -10 -9 -5 21 -21 -23 -22 -25 -17
right_child=-2 2 7 5 -6 -7 -8 9 17 10 15 -13 -14 14 16 25 -18 -19 -20 20 23 22 -24 24 -26 -27
leaf_value=0.0040407142675515945 -0.0064248978740684658 -0.0070164779961210816 0.0073529688481894853 -0.00066090253219702473 -0.00091846680586170197 -0.0046864461338935849 0.0023671690419349157 0.0030619572802365719 0.0078543304190638579 -0.011050844898194885 -0.0002391971627182555 0.0022301086976282527 -0.0016388078764923292 -0.0031209878118691192 -0.0012357719921700255 0.0049473912775386802 0.0042614976845772659 0.01450471722348729 0.009262005433759362 0.0086184383964307415 -0.001880217369903969 0.002969954281982263 0.0078728994895608667 0.0052899052579182364 -0.00049090390484107674 0.0077558661110041843
leaf_weight=53 55 58 71 74 56 53 74 52 56 65 80 74 66 83 78 52 247 65 66 55 78 1119 53 67 52 52
leaf_count=53 55 58 71 74 56 53 74 52 56 65 80 74 66 83 78 52 247 65 66 55 78 1119 53 67 52 52
internal_value=0 0.00254857 0.00149691 0.00313948 0.0056715 0.00264204 0.0071668 0.00199952 0.0091977 0.00158215 -4.68072e-05 -0.00322653 -0.00632262 0.00279025 0.00169991 0.00348605 0.00293663 0.0114417 0.00654501 0.00290253 0.00308897 0.00343786 0.00319321 0.000906835 0.00274874 0.0063689
internal_weight=0 2899 1044 1855 304 1551 248 986 174 915 389 205 131 526 408 184 325 121 118 1498 1424 1227 1172 197 119 104
internal_count=2954 2899 1044 1855 304 1551 248 986 174 915 389 205 131 526 408 184 325 121 118 1498 1424 1227 1172 197 119 104
is_linear=0
shrinkage=0.16829


Tree=9738
num_leaves=28
num_cat=0
split_feature=1 1 150 10 4 4 16 14 11 159 4 4 1 4 4 1 1 129 130 403 150 4 133 133 158 43 133
split_gain=3.65132 0.864399 0.454167 0.375786 0.219662 0.190915 0.149575 0.148358 0.133352 0.144684 0.0927377 0.0905447 0.267394 0.0855325 0.0697061 0.0579327 0.0442089 0.04089 0.0461991 0.0458925 0.0341326 0.0744493 0.0303394 0.0409795 0.0393096 0.0170973 0.00817177
threshold=0.11883500000000001 0.089455000000000021 1.0000000180025095e-35 -0.063134999999999983 0.26546000000000003 0.27998000000000006 0.056515000000000003 0.064610000000000015 0.085990000000000011 0.080875000000000016 0.0060300000000000015 -0.10701499999999999 0.078320000000000015 -0.07928499999999998 -0.0097449999999999985 0.13205500000000003 0.13991000000000003 0.087320000000000023 -0.0093649999999999983 0.10323500000000001 0.088135000000000005 0.028075000000000006 0.11440000000000002 0.09011000000000001 0.078875000000000015 0.054875000000000007 -0.010344999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 -2 8 6 -5 10 9 13 11 12 -1 -3 -15 -7 -17 18 -13 -20 -4 -22 23 24 25 -12 -19
right_child=3 2 20 5 -6 15 -8 -9 -10 -11 22 17 -14 14 -16 16 -18 26 19 -21 21 -23 -24 -25 -26 -27 -28
leaf_value=0.00044017644249264465 1.8131304239511826e-06 0.00049663737362584909 0.00030240516732008607 0.00029299993478747595 0.00039295804698571821 0.00031368078996015512 0.00052008162456938019 0.00078860967542872717 0.00073800961648792123 0.00040692424219540189 0.0005246240219031 0.00073994806732816999 0.0007368857892377052 0.00065901883241809641 0.00055178998831877178 0.00010961148320780804 0.00024279656299585055 0.00056162266920118211 0.00066888036387847082 0.00058959740400125267 0.00049107604907437587 0.00032425203094418322 0.00051392941087992047 0.00068489573029547235 0.0006636290071363874 0.00060617630281806516 0.00063135489383556111
leaf_weight=76 55 86 58 72 74 55 58 82 58 55 97 99 60 180 114 52 60 52 1022 95 57 64 53 60 52 52 56
leaf_count=76 55 86 58 72 74 55 58 82 58 55 97 99 60 180 114 52 60 52 1022 95 57 64 53 60 52 52 56
internal_value=0 0.000611272 0.000516176 0.000253002 0.000562044 0.0002994 0.000394584 0.000649476 0.000587352 0.000567183 0.000643025 0.000654315 0.000571337 0.000590286 0.00061756 0.000225093 0.000181275 0.000662812 0.00066853 0.000662169 0.00037069 0.00040313 0.000590418 0.000605815 0.000582034 0.000553322 0.000598106
internal_weight=0 2602 746 352 567 297 130 1856 493 435 1774 1460 136 380 294 167 112 1324 1216 1117 179 121 314 261 201 149 108
internal_count=2954 2602 746 352 567 297 130 1856 493 435 1774 1460 136 380 294 167 112 1324 1216 1117 179 121 314 261 201 149 108
is_linear=0
shrinkage=0.0032998


Tree=9739
num_leaves=18
num_cat=0
split_feature=2 3 3 159 2 13 13 0 16 0 130 12 0 13 49 0 16
split_gain=0.123369 0.0776877 0.0464913 0.0558063 0.0541449 0.0712423 0.0786622 0.0673692 0.0554869 0.183332 0.0638506 0.0520656 0.0373178 0.0320025 0.0171115 0.0167631 0.016037
threshold=0.14870000000000003 0.31966500000000003 0.12745000000000004 -0.085199999999999984 0.088905000000000026 0.19761500000000001 0.032645000000000007 -0.021574999999999997 -0.42170999999999997 -0.13165999999999997 -1.0000000180025095e-35 0.084595000000000017 -0.057749999999999989 -0.027939999999999996 -0.0019649999999999997 -0.085674999999999987 0.052150000000000009
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 6 7 -5 13 14 -11 -1 -2 -6 -10 -13 -17
right_child=12 -3 -4 4 8 -7 -8 -9 9 10 -12 15 -14 -15 -16 16 -18
leaf_value=0.0095840945031914222 0.00027775095011367182 -0.0037265403651160307 0.0064355159219343086 0.0035179324917849275 0.0017320906199449844 0.0087140097371371222 -0.0016601637800031414 -0.0019618732095041769 -0.0076839978071101198 -0.0033474816675786337 0.0022731775903848993 0.0019504456497691015 -0.0055663604835049551 0.006241562374020803 -0.0033600241912936607 0.0064318053092061187 0.0027330189656601857
leaf_weight=54 58 53 95 1101 85 61 102 67 55 62 712 92 65 97 53 83 59
leaf_count=54 58 53 95 1101 85 61 102 67 55 62 712 92 65 97 53 83 59
internal_value=0 0.00264156 0.0027637 0.00263302 0.0023654 0.00308206 0.00281013 0.00320206 0.00146722 0.000912548 0.00182062 0.00485229 -0.00279599 0.00414536 -0.00557868 0.00375266 0.00490764
internal_weight=0 2831 2778 2683 2395 1331 1270 1168 1064 882 774 288 123 182 108 234 142
internal_count=2954 2831 2778 2683 2395 1331 1270 1168 1064 882 774 288 123 182 108 234 142
is_linear=0
shrinkage=0.16829


Tree=9740
num_leaves=26
num_cat=0
split_feature=1 52 2 12 124 4 4 15 15 0 12 4 4 50 12 16 52 150 52 0 1 1 0 13 15
split_gain=7.26141 1.30434 0.825039 0.985539 0.352949 0.293855 0.227415 0.226906 0.195344 0.6206 0.469402 0.262879 0.470666 0.193223 0.18717 0.18089 0.14717 0.146058 0.144704 0.12012 0.0929711 0.0890627 0.103517 0.0738173 0.0585935
threshold=0.10557500000000002 -0.24841999999999997 0.14132000000000003 0.088325000000000015 -0.027784999999999997 0.25367000000000006 0.046185000000000004 -0.15097999999999998 0.039965000000000007 -0.11073999999999999 0.083785000000000012 -0.048844999999999993 -0.42305999999999994 0.09660500000000001 -0.064689999999999984 0.0054050000000000009 0.090300000000000005 0.086645000000000014 0.0030150000000000008 -0.078244999999999995 0.074220000000000022 0.083670000000000008 -0.095909999999999981 -0.0093249999999999982 -0.086989999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 15 -1 -5 7 -6 9 -9 -10 12 -11 20 -4 16 17 23 21 -13 -12 22 -8 -3 -20
right_child=1 2 14 5 6 -7 18 8 10 11 13 19 -14 -15 -16 -17 -18 -19 24 -21 -22 -23 -24 -25 -26
leaf_value=0.00063900802575415504 0.00084426765765523669 0.00026919975887959151 0.0002939241413496968 0.00084988263237815271 0.0010532498138117199 0.00052807643619110227 0.00086322430836446146 0.00051517450713741211 0.0011210344140534518 0.00084954461499448615 0.00086072686892786003 0.0009039594824115304 0.0004818205614852861 0.00071077391132357383 3.4699314457642543e-05 0.0005131843973617381 0.00045500012989271963 0.0003999342428184695 0.00093625694791384377 0.00077940132867635847 0.00094450561357692115 0.00059066209794566768 0.00066684318374615151 0.00010503918428066239 0.00078160478836076543
leaf_weight=91 77 71 54 67 68 59 55 68 87 121 632 465 56 82 70 61 59 59 56 109 202 55 69 53 61
leaf_count=91 77 71 54 67 68 59 55 68 87 121 632 465 56 82 70 61 59 59 56 109 202 55 69 53 61
internal_value=0 0.000441509 0.000385365 0.000453929 0.000841928 0.000699475 0.00085036 0.000863823 0.000856734 0.000818371 0.000888025 0.000845777 0.000733402 0.000865855 0.000147872 0.000351705 0.000310856 0.00026419 0.000764274 0.000880368 0.000881061 0.00070417 0.000754232 0.000199318 0.000855927
internal_weight=0 630 553 429 2277 126 2186 1890 1822 819 1003 751 177 916 124 303 242 183 296 574 834 179 124 124 117
internal_count=2907 630 553 429 2277 126 2186 1890 1822 819 1003 751 177 916 124 303 242 183 296 574 834 179 124 124 117
is_linear=0
shrinkage=0.0032998


Tree=9741
num_leaves=25
num_cat=0
split_feature=4 2 12 13 4 2 51 2 16 49 2 2 51 0 16 12 11 16 0 481 16 15 15 0
split_gain=7.84534 2.64018 1.31081 0.801215 0.547076 0.348696 0.346128 0.266218 0.258249 0.256272 0.245262 0.206488 0.203817 0.197003 0.20785 0.126126 0.117805 0.115005 0.172667 0.0901926 0.0715669 0.059993 0.0593523 0.0278705
threshold=0.31392000000000003 0.14132000000000003 0.056995000000000011 -1.0000000180025095e-35 0.046185000000000004 -1.0000000180025095e-35 -0.092239999999999989 0.090295000000000014 -0.15693499999999996 -0.0062099999999999994 0.13554000000000002 0.10384 0.11178000000000002 -0.085824999999999985 -0.059289999999999995 -1.0000000180025095e-35 1.0000000180025095e-35 -0.016354999999999998 -0.080134999999999998 -0.084114999999999981 0.51041000000000014 -0.19153499999999998 0.094410000000000008 -0.11167499999999998
decision_type=2 2 2 2 2 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 -5 12 23 -9 15 -7 16 14 -8 -2 19 22 -19 -4 -10 -17 -11 -6
right_child=10 -3 4 6 8 11 13 9 20 17 -12 -13 -14 -15 -16 21 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=0.00021265347776071113 0.00013931688305527518 0.00016217002377926662 0.00072131716223068772 0.00089134751981703839 0.00080981183703758748 0.00066178425655629726 0.00067136016187647075 0.00051838251453604741 0.00048000525920102537 0.00066076809740969408 3.669762349801137e-05 0.00041111571485562195 0.00062488675430345331 0.00077332795633906152 0.0004010171521116953 0.00037785507006116631 0.00099123295384395075 0.00098667219358891927 0.00076942390731122266 0.00083972052451972048 0.00062859398497010905 0.0002335218852804199 0.00076894092005911209 0.00069861145154982457
leaf_weight=57 89 88 80 79 62 63 72 52 80 127 98 86 52 70 56 61 55 52 195 1029 69 69 112 54
leaf_count=57 89 88 80 79 62 63 72 52 80 127 98 86 52 70 56 61 55 52 195 1029 69 69 112 54
internal_value=0 0.00072445 0.000744212 0.000589493 0.000781208 0.000433204 0.000705596 0.000802401 0.000640802 0.00074067 0.000174333 0.00051734 0.000829684 0.000631305 0.00055336 0.000235762 0.000838802 0.000764381 0.000815303 0.000831211 0.000549051 0.000301518 0.000711607 0.00075835
internal_weight=0 2590 2502 483 2019 206 277 1754 265 538 317 149 1216 198 128 219 1164 486 247 1109 149 130 239 116
internal_count=2907 2590 2502 483 2019 206 277 1754 265 538 317 149 1216 198 128 219 1164 486 247 1109 149 130 239 116
is_linear=0
shrinkage=0.0032998


Tree=9742
num_leaves=27
num_cat=0
split_feature=4 3 2 123 3 3 4 39 49 52 16 16 474 2 3 3 13 2 16 16 13 39 402 49 49 3
split_gain=5.76305 2.46278 1.13217 0.559842 0.553984 0.45486 0.299504 0.239773 0.233152 0.188147 0.26651 0.139284 0.137911 0.146446 0.300558 0.40657 0.159171 0.159463 0.115522 0.132907 0.110639 0.107142 0.0939487 0.0804451 0.0514788 0.0503132
threshold=0.31392000000000003 -0.064349999999999991 0.14132000000000003 1.0000000180025095e-35 0.11391500000000002 -0.13827999999999999 0.046185000000000004 0.090190000000000006 0.083250000000000005 0.048655000000000011 0.0071000000000000013 0.25619500000000001 -1.0000000180025095e-35 0.090420000000000014 -0.14088999999999999 -0.08867499999999999 0.041960000000000004 0.086895000000000014 -0.28430999999999995 0.51041000000000014 -0.086004999999999984 0.087080000000000005 -0.044164999999999989 -0.0058449999999999986 0.089215000000000017 -0.08620499999999999
decision_type=2 2 2 2 2 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 9 -2 8 20 12 10 23 24 -1 16 -15 -16 22 -18 -8 -20 -7 -5 -14 -3 -10 -26
right_child=5 2 -4 21 -6 7 18 -9 11 -11 -12 -13 13 14 15 -17 17 -19 19 -21 -22 -23 -24 -25 25 -27
leaf_value=0.0010515885709159844 0.00058039319058303808 0.00080863469074676504 0.00027448392221771447 0.00061547730236406761 0.00053133158311031894 0.00024297748251349388 0.00087799666809296824 0.00013987534556943117 0.0011131210964057555 0.00096545331616853028 0.00092963006305534651 0.00084829356977678832 0.00083805945956207204 0.0010259950887667878 0.00055274871846696966 0.00084392270600122557 0.00066005421637216745 0.0009146280418369547 0.00064099227849967661 0.00083757741566675822 0.00042607516087861549 0.00042166522492847872 0.00092959640185212187 0.00065252880845075175 0.0010713878916638882 0.00093180755959168765
leaf_weight=55 76 56 77 59 92 57 85 81 71 78 86 57 156 65 69 226 59 52 92 67 103 70 772 118 58 70
leaf_count=55 76 56 77 59 92 57 85 81 71 78 86 57 156 65 69 226 59 52 92 67 103 70 772 118 58 70
internal_value=0 0.000828923 0.000650361 0.000702074 0.000759439 0.000357353 0.000887025 0.000286871 0.000902586 0.000821424 0.000778079 0.000995535 0.000886196 0.000879669 0.000821184 0.000775937 0.000899899 0.000779631 0.000777824 0.000724052 0.000361067 0.000510581 0.000914247 0.000702972 0.00103753 0.00099533
internal_weight=0 2590 636 559 430 317 1954 241 1710 338 260 256 1454 1399 360 295 1039 111 244 159 160 129 928 174 199 128
internal_count=2907 2590 636 559 430 317 1954 241 1710 338 260 256 1454 1399 360 295 1039 111 244 159 160 129 928 174 199 128
is_linear=0
shrinkage=0.0032998


Tree=9743
num_leaves=16
num_cat=0
split_feature=123 13 0 475 475 49 1 0 16 0 1 12 1456 13 0
split_gain=0.085836 0.170433 0.0801385 0.0587246 0.123931 0.0691783 0.0611465 0.0664798 0.105326 0.0633344 0.060235 0.0822524 0.0459946 0.0983613 0.0502249
threshold=0.088610000000000008 -0.079199999999999979 0.15312500000000004 -0.087994999999999976 -0.19376499999999997 -0.14998499999999998 0.095920000000000019 -0.14920999999999998 -0.095724999999999991 -0.195045 0.14602500000000004 0.088325000000000015 -0.07730999999999999 -0.084184999999999996 0.035525000000000008
decision_type=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 -7 -8 11 -11 13 -9 -14
right_child=1 -3 -4 5 -6 6 9 12 -10 10 -12 -13 14 -15 -16
leaf_value=0.0060884906919989393 0.0057918253035636408 -0.0066373913128609094 0.010317124604193461 0.0087985518616904949 -0.0050932891394576936 0.0032494631840125155 -0.0022314593724254398 0.0053857708587108678 0.013149491738114092 0.00030026754747115733 0.0083507934862969892 0.004578669911865685 0.0044601597347308265 -0.0037363678364061717 -0.00043475338697586343
leaf_weight=52 61 64 55 82 61 63 74 70 60 258 54 253 1575 64 61
leaf_count=52 61 64 55 82 61 63 74 70 60 258 54 253 1575 64 61
internal_value=0 -0.000557561 0.00393792 0.0038086 3.64097e-05 0.00397098 0.00381393 0.00429561 0.00809335 0.00238417 0.00299187 0.00242205 0.00403068 0.00101552 0.00427655
internal_weight=0 125 2782 2727 113 2614 2532 1893 123 639 565 511 1770 134 1636
internal_count=2907 125 2782 2727 113 2614 2532 1893 123 639 565 511 1770 134 1636
is_linear=0
shrinkage=0.16829


Tree=9744
num_leaves=24
num_cat=0
split_feature=2 12 1374 3 3 15 3 2 3 4 12 42 15 15 4 2 4 49 1446 133 15 15 133
split_gain=0.0868533 0.112767 0.0574728 0.0519353 0.050526 0.135719 0.103138 0.0483245 0.0698889 0.0789963 0.0687136 0.072541 0.0671089 0.14187 0.0482836 0.0436329 0.0898672 0.0641182 0.0824342 0.0622758 0.06546 0.0409221 0.0329096
threshold=0.13554000000000002 -0.087384999999999977 0.092505000000000018 -0.036264999999999992 0.10661500000000002 -0.018024999999999996 0.13772500000000001 0.084095000000000017 -0.085744999999999988 -0.081774999999999987 0.095450000000000021 0.085790000000000019 -0.030729999999999997 0.037885000000000009 -0.083804999999999977 0.12198500000000001 0.054720000000000012 0.083250000000000005 0.057835000000000004 -0.067374999999999977 -0.067614999999999995 -0.086819999999999994 0.087400000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 7 6 -6 8 10 -10 11 14 22 -14 -1 16 17 18 -9 -18 -21 -19 -11
right_child=1 3 -4 -5 5 -7 -8 15 9 12 -12 -13 13 -15 -16 -17 19 21 -20 20 -22 -23 -24
leaf_value=0.0038492686283923133 0.0064590444638493658 0.0014130943179216789 -0.0019426545613508456 -0.004867027093787603 0.0097470449991027292 -0.0055379599838255361 -0.00018411846076226538 0.003341101751956834 -0.0019284028365750374 0.0034752038541551252 0.0020960442196741162 0.014096773654008368 0.013596270936668825 0.0041222716272291248 0.010366705299974821 0.0072338772732995407 0.0047023379875935694 0.0074431194602548514 -0.0019156214312312681 -0.0044812658210598979 0.0023220065827661753 0.0033527350709434672 -0.0012106908883742183
leaf_weight=77 54 60 56 97 52 63 68 981 62 190 59 52 59 190 57 72 56 167 92 101 66 122 54
leaf_count=77 54 60 56 97 52 63 68 981 62 190 59 52 59 190 57 72 56 167 92 101 66 122 54
internal_value=0 -0.000165566 0.00337182 -0.00245554 0.00348523 0.000775091 0.00410441 0.00368635 0.00476493 0.00371308 0.00714035 0.00873076 0.00442621 0.00637433 0.00663502 0.00316453 0.00297854 0.00349135 0.00288871 -0.000145432 -0.00178179 0.0057226 0.0024308
internal_weight=0 211 2696 157 2640 183 120 2457 800 555 245 186 493 249 134 1657 1585 1362 1073 223 167 289 244
internal_count=2907 211 2696 157 2640 183 120 2457 800 555 245 186 493 249 134 1657 1585 1362 1073 223 167 289 244
is_linear=0
shrinkage=0.16829


Tree=9745
num_leaves=28
num_cat=0
split_feature=52 48 52 12 43 159 133 1210 1375 157 52 160 133 42 43 51 12 133 1 133 160 52 1213 48 48 2 133
split_gain=0.129192 0.13253 0.107074 0.0961822 0.119951 0.0765718 0.0640223 0.0562013 0.0585965 0.0559709 0.0525889 0.0876561 0.0487321 0.0863127 0.0507531 0.10004 0.0571347 0.0507015 0.0496579 0.0427603 0.0421916 0.0392424 0.0366962 0.0338351 0.0699629 0.0208028 0.0199491
threshold=0.084805000000000019 0.085835000000000009 0.076585000000000014 -0.084509999999999988 -0.073404999999999984 0.10575500000000002 -0.081654999999999991 -0.062539999999999984 -0.082654999999999992 0.121715 -0.085924999999999987 0.088485000000000008 0.11124000000000002 0.09112000000000002 -0.0093249999999999982 0.0033150000000000007 0.091545000000000015 -0.0043399999999999992 0.088010000000000019 0.085980000000000015 -0.095804999999999987 0.10676000000000001 -0.075109999999999982 0.10145000000000001 0.11579500000000002 0.095195000000000016 -0.23178999999999997
decision_type=2 2 2 2 2 2 2 2 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 -3 -5 -9 20 25 23 13 14 16 17 19 26 -15 22 -10 -14 -2 -12 -25 -8 -16
right_child=5 6 -4 7 -6 -7 10 8 9 -11 11 -13 21 18 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28
leaf_value=-0.0076784322946525478 0.0049853194365066193 0.0099435037562039131 -0.0055715981292893723 -0.0028143702244717364 0.0023461584379309737 -0.00193462507126241 0.0044809306597230966 -0.0031668237068770526 -0.0019600001717829684 -0.002759156963597562 0.0063375119421409214 -0.0038309120704620187 0.004889896218252433 0.012124223355883366 0.0052989557917318955 0.0088685310930178389 0.0016365383163892216 -0.0030967528060511658 0.005398078999790756 0.0034377119340751627 0.0027905272963602594 -0.0004814979802960775 0.010331153348959786 -0.002523744206835008 0.0060714652343024766 0.0089568583199340635 0.0014210703796772098
leaf_weight=70 56 54 64 69 65 53 66 57 55 58 90 52 69 72 55 61 70 58 57 65 1174 86 113 52 55 57 125
leaf_count=70 56 54 64 69 65 53 66 57 55 58 90 52 69 72 55 61 70 58 57 65 1174 86 113 52 55 57 125
internal_value=0 0.00186726 0.00116811 0.00144791 -0.00283847 0.00425524 0.00450866 0.00185871 0.00209996 0.00233462 0.0037149 0.00229746 0.00462712 0.00520255 0.00435163 0.00278342 0.00588815 0.00121624 0.00916613 0.00715232 0.00257647 0.00189805 0.00857038 0.00392422 0.00187756 0.00656975 0.00261596
internal_weight=0 2038 1612 1548 135 940 426 1413 1344 1287 372 249 887 732 603 299 304 238 129 234 1229 155 169 197 107 123 180
internal_count=2978 2038 1612 1548 135 940 426 1413 1344 1287 372 249 887 732 603 299 304 238 129 234 1229 155 169 197 107 123 180
is_linear=0
shrinkage=0.16829


Tree=9746
num_leaves=25
num_cat=0
split_feature=1 1 12 13 11 1 4 2 49 1210 39 4 12 43 12 16 16 43 4 12 2 49 2 52
split_gain=6.02808 1.18183 0.915603 0.527637 0.375441 0.541857 0.315809 0.238307 0.208094 0.203315 0.17566 0.143925 0.139282 0.126092 0.104457 0.0999876 0.0921408 0.0784651 0.0751119 0.0728256 0.0641958 0.0723708 0.0550597 0.051881
threshold=0.10921500000000002 0.13601500000000002 0.088325000000000015 -0.16392499999999996 1.0000000180025095e-35 0.10075500000000003 0.42405000000000009 0.093320000000000014 -0.008964999999999999 -0.079004999999999978 0.087735000000000021 -0.000195 0.093245000000000008 -0.072829999999999992 -1.0000000180025095e-35 -0.087699999999999986 -0.082039999999999988 0.054875000000000007 0.18095500000000003 0.10682000000000001 0.088135000000000005 -0.070754999999999985 0.11067500000000001 -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 10 -1 5 7 -3 8 20 16 23 17 -6 -4 -7 -11 -10 22 19 -13 21 -5 -9 -2
right_child=1 6 13 4 12 14 -8 11 9 15 -12 18 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00043766282807204091 0.00051449434808813373 0.00032340726392982971 0.00061862304774212319 0.00082018557129950724 0.0010196425990018627 0.00046162809954920271 4.4407885299862854e-05 0.00082621458907508095 0.00077668973038782867 0.00088243890502653498 0.00026312121494309653 0.00058290137736141201 0.00082268181109507947 0.00082978069646950177 0.00064143571525940909 0.00081120319452827774 0.00058459132087499679 0.00065996273134052909 0.00075049762079140345 0.00073269445694552156 0.00061299123898059694 0.00066738531686550697 0.0007149375288572088 0.00038950902856373608
leaf_weight=52 68 79 67 71 88 57 101 186 58 311 95 132 76 61 101 828 56 62 79 52 64 73 74 87
leaf_count=52 68 79 67 71 88 57 101 186 58 311 95 132 76 61 101 828 56 62 79 52 64 73 74 87
internal_value=0 0.000387419 0.000492261 0.000768026 0.000775266 0.000763841 0.000167053 0.000778269 0.000801023 0.000817243 0.00037576 0.00072138 0.000928583 0.000719528 0.000576791 0.000830685 0.000682635 0.000768849 0.000663129 0.000625426 0.000703145 0.000742969 0.000794679 0.000444569
internal_weight=0 558 378 2420 2368 2204 180 2046 1461 1253 250 585 164 128 158 1139 114 322 263 184 208 144 260 155
internal_count=2978 558 378 2420 2368 2204 180 2046 1461 1253 250 585 164 128 158 1139 114 322 263 184 208 144 260 155
is_linear=0
shrinkage=0.0032998


Tree=9747
num_leaves=33
num_cat=0
split_feature=1 3 2 2 12 39 52 0 4 49 1 12 4 47 42 1213 0 2 2 3 0 0 12 12 15 4 2 15 48 2 49 2
split_gain=3.39084 0.757123 0.508408 0.269889 0.226813 0.182685 0.174755 0.16079 0.155786 0.138734 0.189061 0.120022 0.112348 0.112148 0.113363 0.108998 0.213336 0.0991639 0.0929882 0.0827144 0.0764189 0.0757141 0.0720577 0.0549702 0.0515471 0.0465901 0.0376654 0.0767045 0.0334256 0.0326839 0.03131 0.0139299
threshold=0.10471000000000001 -0.062694999999999987 0.17553000000000005 0.10859000000000001 -1.0000000180025095e-35 1.0000000180025095e-35 0.08321000000000002 -0.032274999999999991 0.028075000000000006 -0.026279999999999998 0.089825000000000002 -0.089399999999999993 -0.082389999999999977 0.082465000000000024 0.08511500000000001 -0.080279999999999976 -0.084044999999999995 0.087210000000000024 0.085075000000000026 -0.14186499999999996 -0.07385499999999999 -0.075804999999999997 0.089435000000000014 -0.012249999999999999 -0.14773499999999998 0.024470000000000002 0.090215000000000004 0.093575000000000019 0.085760000000000017 0.082925000000000013 0.090520000000000017 0.084145000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 13 4 6 5 -3 9 21 -6 10 28 -7 17 14 -2 16 -11 18 31 -17 24 -5 23 -21 -14 -24 29 -28 -1 -26 -23 -8
right_child=1 2 -4 7 8 11 12 -9 -10 15 -12 -13 20 -15 -16 19 -18 -19 -20 22 -22 30 25 -25 26 -27 27 -29 -30 -31 -32 -33
leaf_value=0.00049964577501196601 0.00048308949675402308 3.0159862203777098e-05 -5.4255087218801376e-05 0.00041072949868223627 0.00048886831376780964 0.00035509178184278759 0.00072869234595117544 0.00030463606282526393 0.00028197209457265029 0.0006363911886912841 0.00034860157400295436 0.00017859866170869863 0.00070985106437026666 0.00055911289686654008 0.00028241689322320679 0.00068327002807655772 0.00035976479312152326 0.00078384857649895141 0.00053772911925745257 0.00050172099238111054 0.00047161595407266412 0.00060240615353238504 0.00055695001165529333 0.00061293630596819003 0.00056250021331471101 0.00045268161836951572 0.00048753570055621849 0.00064858175003424951 0.00061776823008328704 0.0006497139392718696 0.00050071627360447275 0.00064758353727053088
leaf_weight=55 79 52 60 60 66 74 70 52 103 55 76 100 52 86 52 92 70 75 67 58 52 75 282 486 78 61 87 55 61 161 72 54
leaf_count=55 79 52 60 60 66 74 70 52 103 55 76 100 52 86 52 92 70 75 67 58 52 75 282 486 78 61 87 55 61 161 72 54
internal_value=0 0.000304915 0.000228272 0.000571418 0.000271277 0.000202546 0.000584187 0.000470357 0.00036298 0.000560711 0.000477753 0.000253861 0.000624653 0.000465456 0.000403702 0.000575107 0.000481762 0.000680076 0.000639143 0.000586989 0.000594184 0.000511818 0.000576963 0.000601144 0.000608822 0.000538509 0.00059494 0.000550161 0.000562066 0.000621398 0.000552839 0.000693655
internal_weight=0 672 455 2306 395 226 2047 259 169 1296 192 174 751 217 131 1104 125 266 191 979 485 207 887 544 433 343 381 142 116 239 147 124
internal_count=2978 672 455 2306 395 226 2047 259 169 1296 192 174 751 217 131 1104 125 266 191 979 485 207 887 544 433 343 381 142 116 239 147 124
is_linear=0
shrinkage=0.0032998


Tree=9748
num_leaves=29
num_cat=0
split_feature=3 3 14 12 150 15 13 156 13 12 52 51 16 13 1447 3 13 3 480 52 475 13 3 1447 402 12 15 52
split_gain=3.67423 1.15983 0.637835 0.713322 0.591293 0.675338 0.553616 0.316686 0.288637 0.28764 0.240736 0.208386 0.172488 0.179261 0.163723 0.159495 0.504596 0.1125 0.0793826 0.0713881 0.0856843 0.054756 0.0513313 0.0416146 0.0379904 0.0369214 0.0298152 0.0292536
threshold=-0.062694999999999987 0.3148450000000001 0.05884000000000001 0.056995000000000011 0.11717500000000002 -0.38214499999999996 -0.00027999999999999998 0.07881500000000001 -0.034484999999999995 0.09696500000000001 -0.059794999999999994 0.084200000000000011 -0.14006999999999997 -0.070004999999999998 -0.075884999999999994 -0.096949999999999995 -0.0073899999999999999 0.040040000000000006 0.086995000000000017 0.084805000000000019 -0.0029899999999999996 -0.040229999999999995 0.0012800000000000001 -0.084914999999999977 -0.090599999999999986 0.099510000000000015 -0.076929999999999985 -0.066844999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 8 10 11 -2 14 21 17 -11 -14 18 16 -16 -8 23 20 -17 -7 -12 -5 -21 -15 -27 -18
right_child=1 -3 -4 9 -6 6 7 -9 -10 12 22 -13 13 25 15 19 27 -19 -20 24 -22 -23 -24 -25 -26 26 -28 -29
leaf_value=0.00044798545615726563 0.00053951341584293152 0.0002227470467224765 0.0011101027156496953 0.0009144541759174916 0.0002708611149292321 0.00053287823990779836 0.00069838420904716882 0.00091359963898312885 0.00021494130879921001 0.00055166111909641031 0.00069664622665443793 0.00081308128595153806 0.00058747636322860569 0.00086414799272478736 0.00048266880230403588 0.00087357552754971346 0.00091863857211309089 0.0004999892208273918 0.00082539429497798021 0.00078085362070808473 0.00078481639714301403 0.00039638074761017954 0.00056451277430796278 0.0010475048714869986 0.00087208222100305282 0.00084199508291061436 0.00074605655411942584 0.00079790081115064496
leaf_weight=63 68 103 73 68 57 62 67 102 54 54 100 89 60 62 63 164 52 62 67 66 537 74 53 52 417 53 184 52
leaf_count=63 68 103 73 68 57 62 67 102 54 54 100 89 60 62 63 164 52 62 67 66 537 74 53 52 417 53 184 52
internal_value=0 0.000552593 0.000805879 0.000794835 0.000595662 0.000620941 0.000665917 0.000760776 0.000396139 0.000806017 0.000560762 0.000689109 0.000727982 0.000754406 0.000826949 0.000814054 0.000716998 0.000603305 0.00091992 0.000827714 0.000805632 0.000458867 0.000651105 0.000972403 0.000859689 0.000787785 0.00076766 0.000858608
internal_weight=0 891 2087 2014 788 731 609 320 122 1951 289 218 413 359 1538 1351 167 129 187 1184 701 136 153 120 483 299 237 104
internal_count=2978 891 2087 2014 788 731 609 320 122 1951 289 218 413 359 1538 1351 167 129 187 1184 701 136 153 120 483 299 237 104
is_linear=0
shrinkage=0.0032998


Tree=9749
num_leaves=17
num_cat=0
split_feature=4 13 39 147 41 10 13 4 39 51 52 402 52 124 42 4
split_gain=3.83435 1.33779 1.12643 0.31676 0.249952 0.225813 0.219596 0.212029 0.168116 0.132606 0.156605 0.102853 0.086543 0.0846962 0.0518191 0.0383046
threshold=0.31392000000000003 -0.27740999999999993 0.08252000000000001 0.08975000000000001 0.075585000000000013 -1.0000000180025095e-35 -0.36115499999999995 -0.074254999999999988 0.088755000000000014 0.13946500000000003 -0.068039999999999975 -0.044164999999999989 0.085020000000000012 -0.063024999999999984 -0.078304999999999986 0.48395000000000005
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 -4 -2 11 15 10 -9 14 -13 -7 -3 -8
right_child=6 2 5 -5 -6 13 8 9 -10 -11 -12 12 -14 -15 -16 -17
leaf_value=0.00030880503915195153 0.00012534169423050948 0.00076875104709579821 0.00029574211728349302 0.00046846840953133532 0.00089996515818247197 0.00061555706738189843 0.00045989437364004151 0.00064776557674092619 0.00023509103123335679 0.00053436275413499016 0.00072912225836613232 0.00075017027515175 0.00082481236683510121 0.0004564705728205526 0.00064560232413495532 0.00035920951002445912
leaf_weight=97 58 62 58 52 93 79 89 392 92 55 819 465 291 73 116 87
leaf_count=97 58 62 58 52 93 79 89 392 92 55 819 465 291 73 116 87
internal_value=0 0.000689821 0.000704273 0.000725035 0.000730838 0.000472261 0.000310386 0.000723672 0.000350301 0.000695526 0.000702816 0.000761786 0.000778948 0.000539385 0.000688695 0.000410324
internal_weight=0 2652 2555 2345 2293 210 326 2200 268 1266 1211 934 756 152 178 176
internal_count=2978 2652 2555 2345 2293 210 326 2200 268 1266 1211 934 756 152 178 176
is_linear=0
shrinkage=0.0032998


Tree=9750
num_leaves=15
num_cat=0
split_feature=39 43 43 43 14 42 4 403 1456 1 131 1213 1 4
split_gain=0.1318 0.0882914 0.103864 0.132016 0.0941409 0.106474 0.0671939 0.0626134 0.0671021 0.0720312 0.061705 0.0665634 0.0573073 0.0370203
threshold=0.099350000000000008 -0.50775499999999985 -0.15961499999999998 -0.43328499999999998 -0.24168999999999999 0.073240000000000013 0.10055500000000002 0.10959000000000001 -0.0022699999999999994 0.088965000000000002 0.091295000000000015 -0.12077499999999998 0.10970000000000001 -0.036839999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 7 -2 8 -6 -10 11 -7 -13 -12
right_child=6 2 4 -5 5 10 -8 -9 9 -11 13 12 -14 -15
leaf_value=0.010897021715025611 -0.0059304990555335522 0.0060945246083165113 0.0098702485517610673 -0.0046049133624980268 0.0081114703429507051 0.010034025816317448 0.0016602929604493822 0.0080069612067453014 0.0035376196939683369 0.00076696314582491937 0.0048797452058661241 0.004787277667527806 0.0095158021505829075 -0.0009828597842160636
leaf_weight=54 52 53 82 85 60 85 90 65 604 478 53 1038 79 71
leaf_count=54 52 53 82 85 60 85 90 65 604 478 53 1038 79 71
internal_value=0 0.00413855 0.00400533 -0.00048269 0.00424286 0.00405998 -0.00110678 0.00291289 0.00262138 0.00231527 0.00510277 0.00547207 0.00512331 0.00150844
internal_weight=0 2807 2753 138 2615 2533 142 1207 1142 1082 1326 1202 1117 124
internal_count=2949 2807 2753 138 2615 2533 142 1207 1142 1082 1326 1202 1117 124
is_linear=0
shrinkage=0.16829


Tree=9751
num_leaves=28
num_cat=0
split_feature=1 52 47 48 40 52 12 1 12 12 1 49 1 1 15 42 16 15 1213 1 16 43 1 43 1 16 15
split_gain=5.18587 0.906394 0.786144 0.35847 0.328894 0.232855 0.197126 0.175836 0.311496 0.168394 0.1641 0.105843 0.105746 0.0983241 0.0938187 0.0964762 0.0873988 0.154118 0.0737998 0.0923147 0.126953 0.115713 0.0643801 0.0258202 0.0392164 0.0257274 0.0198774
threshold=0.10455000000000002 -0.34918499999999997 0.078345000000000012 -0.077289999999999984 -0.084924999999999987 0.12484500000000003 0.11755500000000001 0.089605000000000018 0.088395000000000015 0.088725000000000012 0.13074500000000003 -0.021474999999999998 0.081005000000000008 0.12381000000000002 -0.11124499999999998 0.086745000000000003 -0.0015099999999999998 -0.07990499999999999 -0.109995 1.0000000180025095e-35 -1.0000000180025095e-35 -1.0000000180025095e-35 0.14228000000000005 0.0034500000000000004 0.092485000000000026 -0.025214999999999998 0.092125000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 -1 -3 10 7 9 11 18 16 -9 14 -4 -11 -16 17 -6 -5 21 -21 -20 -12 24 -10 -13 -26
right_child=1 2 13 6 5 -7 -8 8 23 12 22 25 -14 -15 15 -17 -18 -19 19 20 -22 -23 -24 -25 26 -27 -28
leaf_value=0.00051114971242956599 0.00072157832914638068 2.9350889297227141e-05 0.00062044719865562384 0.00088509696991948483 0.00027624034061285511 0.00050023043666423109 0.00055572716424563142 0.00043937572505245274 0.00065117119994217965 0.0008232244488945898 0.00011502606898077002 0.00056102946491650959 0.00082923144570610694 0.00044198388864636414 0.00063341454561170632 0.00071977824341263924 0.00021753437015971947 0.00050042822901470393 0.00076121966835836902 0.00075837953837218082 0.00092539870850937803 0.00064222412161591802 0.0002618939305213224 0.00080571947673807208 0.00070760724491130496 0.00067049518259250439 0.00080674621091593565
leaf_weight=94 75 56 85 60 78 55 78 59 65 54 77 54 67 59 298 291 56 60 619 134 84 109 58 60 53 54 57
leaf_count=94 75 56 85 60 78 55 78 59 65 54 77 54 67 59 298 291 56 60 619 134 84 109 58 60 53 54 57
internal_value=0 0.000379678 0.00033571 0.000711992 0.000266293 0.000300755 0.000720573 0.000726627 0.000663666 0.000741356 0.000267301 0.000553868 0.000701875 0.000547571 0.00068855 0.000676143 0.000328994 0.000373969 0.000769185 0.000761796 0.000822897 0.000743451 0.000178386 0.000741543 0.000719339 0.000616089 0.0007593
internal_weight=0 659 584 2290 440 384 2196 2118 402 1716 329 167 710 144 643 589 194 138 1006 946 218 728 135 235 175 108 110
internal_count=2949 659 584 2290 440 384 2196 2118 402 1716 329 167 710 144 643 589 194 138 1006 946 218 728 135 235 175 108 110
is_linear=0
shrinkage=0.0032998


Tree=9752
num_leaves=18
num_cat=0
split_feature=1456 456 49 4 1213 1213 52 52 448 133 49 4 15 52 1456 51 12
split_gain=0.0817741 0.0781763 0.0740479 0.0615204 0.0600555 0.0885259 0.0699775 0.0964901 0.0922018 0.0818225 0.0632665 0.0423656 0.0632441 0.038996 0.0309335 0.0202759 0.0248526
threshold=-0.048694999999999995 0.084955000000000017 -0.15532499999999996 -0.013634999999999998 -0.109995 -0.24314499999999997 -0.092084999999999986 -0.080219999999999986 -0.063044999999999976 0.077945 0.14914000000000002 0.043640000000000005 -0.090104999999999977 -0.13047499999999998 -0.078314999999999982 -0.0014149999999999998 0.08486500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 -2 -3 5 -4 11 9 -9 -8 -10 12 -6 -14 15 -1 -17
right_child=1 3 4 -5 6 -7 7 8 10 -11 -12 -13 13 -15 -16 16 -18
leaf_value=0.0030942433259333896 -0.002227653633822524 0.011201959548574269 0.0035126019891725041 0.0044060626141375426 0.010633253538156367 0.012171316543825604 -0.0053553921555932731 -0.0036246068136086933 0.0034297335366710036 0.0030923314059043529 -0.0024592169678731052 0.0017288048079610895 0.0038229226476167583 0.0088051246591588344 0.010287467052964015 0.0094325223714640492 0.0048138912703932632
leaf_weight=64 69 62 93 100 65 53 75 57 1630 57 53 89 234 56 52 59 81
leaf_count=64 69 62 93 100 65 53 75 57 1630 57 53 89 234 56 52 59 81
internal_value=0 0.00342479 0.00319409 0.00701805 0.00334677 0.00666814 0.00313662 0.00268405 0.0030172 -0.0016939 0.00324321 0.00504069 0.00586593 0.0047912 0.0065813 0.00562779 0.00677315
internal_weight=0 2693 2531 162 2462 146 2316 1872 1740 132 1683 444 355 290 256 204 140
internal_count=2949 2693 2531 162 2462 146 2316 1872 1740 132 1683 444 355 290 256 204 140
is_linear=0
shrinkage=0.16829


Tree=9753
num_leaves=18
num_cat=0
split_feature=39 16 1211 1212 42 2 16 52 132 12 2 457 52 158 2 456 2
split_gain=0.0943372 0.0594793 0.0694572 0.0663554 0.0931428 0.0828019 0.0840055 0.0588778 0.0491186 0.0476088 0.0487781 0.0620831 0.0524822 0.0651583 0.0501508 0.0411455 0.0392743
threshold=0.10096000000000001 -0.085454999999999989 0.079615000000000019 0.08815000000000002 0.089165000000000008 0.14132000000000003 -0.082244999999999985 -0.066844999999999988 -0.074169999999999986 -0.096004999999999993 -0.040939999999999997 0.084010000000000015 0.084805000000000019 0.078875000000000015 0.088065000000000018 0.088285000000000016 0.11771500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 5 -5 6 -3 -2 -8 -1 -11 12 13 -12 -14 16 -10
right_child=7 3 -4 4 -6 -7 8 -9 15 10 11 -13 14 -15 -16 -17 -18
leaf_value=0.0089147907858126447 0.0030939847161577465 -0.0020905185022721804 0.0093441051327027205 -0.004253226861832474 0.0044691178985177731 -0.0029505169408123974 -0.00039728398559150865 -0.0040932648834205139 0.0033000686894341016 -0.0012271027926438567 0.00089949517239432781 0.0089746430951701348 0.0069480305530441105 0.0062959404203353966 0.0027974352800923565 0.0075261316024206179 0.0069534398786430885
leaf_weight=52 53 79 74 86 58 63 85 82 1328 54 284 65 181 82 155 78 90
leaf_count=52 53 79 74 86 58 63 85 82 1328 54 284 65 181 82 155 78 90
internal_value=0 0.00328642 0.00437595 0.00273282 -0.000727584 0.00302306 0.00325085 -0.0012583 0.00351889 0.00395276 0.00363629 0.00398104 0.00351611 0.00211344 0.00503867 0.0037426 0.00353321
internal_weight=0 2814 947 1867 144 1723 1660 135 1581 873 821 767 702 366 336 1496 1418
internal_count=2949 2814 947 1867 144 1723 1660 135 1581 873 821 767 702 366 336 1496 1418
is_linear=0
shrinkage=0.16829


Tree=9754
num_leaves=24
num_cat=0
split_feature=14 13 39 1213 4 12 13 159 48 13 12 4 15 15 457 2 4 1213 48 124 4 15 4
split_gain=0.0661078 0.0800924 0.0918466 0.0780877 0.0858758 0.0686994 0.097596 0.0651696 0.0598093 0.0795516 0.0535801 0.0839197 0.193931 0.080915 0.0692785 0.0523716 0.0693135 0.0482983 0.0417859 0.0401891 0.028035 0.0255946 0.0218838
threshold=0.073890000000000011 -0.011809999999999999 0.089030000000000012 -0.0095099999999999976 -0.083524999999999974 0.097060000000000021 -0.070004999999999998 0.10894000000000002 0.087310000000000013 -0.24426999999999996 0.083815000000000014 -0.37626499999999991 -0.025879999999999997 0.089955000000000021 0.085720000000000005 0.098290000000000002 -0.085799999999999987 -0.12077499999999998 0.11466000000000001 -0.081864999999999979 0.0014100000000000002 -0.049344999999999993 -0.012384999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 7 -7 8 9 -1 11 -5 14 15 -13 16 -12 -11 20 -19 -10 -17 -8
right_child=-2 2 -4 10 -6 6 22 -9 18 17 13 12 -14 -15 -16 21 -18 19 -20 -21 -22 -23 -24
leaf_value=0.010397051588820623 0.0068012199272081556 -0.0057419156177140086 -0.0035680793661642678 0.0056051944750600937 0.0025781878209312666 -0.0036460957221843872 0.0013815133200791266 -0.00056405083375791229 0.0017597874514367535 0.0081923087713494797 0.010239753609564054 0.00029644716985142197 -0.0080198459394700584 -0.0011517893649670725 0.0073694880792966808 0.0039966901469291648 0.0042029177437199637 0.0081050835519486681 0.0053014019243587205 0.0034457818819496363 -0.0026778599645010878 -0.00072502432473145527 0.0059123909723963154
leaf_weight=58 101 76 100 81 65 97 67 102 99 73 73 162 73 87 52 65 214 56 55 1004 68 64 57
leaf_count=58 101 76 100 81 65 97 67 102 99 73 73 162 73 87 52 65 214 56 55 1004 68 64 57
internal_value=0 0.00240929 0.00129146 0.00177342 -0.00189367 0.00312429 0.000343423 0.00352876 0.00382548 0.00429883 0.00236912 0.000819583 -0.000524801 0.00349921 0.00202353 0.00447622 0.00574468 0.00398507 0.00127794 0.00369363 -3.64008e-05 0.00164021 0.00347874
internal_weight=0 2848 1112 1012 141 1736 221 1515 1413 1191 871 368 287 503 214 416 287 1133 222 1060 167 129 124
internal_count=2949 2848 1112 1012 141 1736 221 1515 1413 1191 871 368 287 503 214 416 287 1133 222 1060 167 129 124
is_linear=0
shrinkage=0.16829


Tree=9755
num_leaves=15
num_cat=0
split_feature=1 10 16 1454 1454 1447 1428 1 1 3 148 52 1 2
split_gain=0.0851014 0.141851 0.0849541 0.0638257 0.100985 0.0802022 0.0508969 0.0620203 0.0666891 0.0586237 0.0556559 0.0585099 0.0443983 0.0398918
threshold=0.12200500000000002 -0.020369999999999996 -0.4193599999999999 0.080340000000000009 0.10234000000000001 -0.085709999999999995 0.086350000000000024 0.10921500000000002 0.11617500000000001 -0.0070649999999999992 -0.07718499999999999 0.082640000000000005 0.13973000000000005 0.13270000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 5 -5 -3 7 10 9 -9 -7 -12 13 -4
right_child=2 3 12 4 -6 6 -8 8 -10 -11 11 -13 -14 -15
leaf_value=0.010769878714964621 -0.0043016111563048088 0.0077340176887375827 0.0026516198193058654 -0.005105644672337979 0.00402881199007467 0.0067395532334862335 0.0070901053936023081 -0.0067618521721397639 0.0034816964194942916 0.00071629607477808038 0.001667555302644835 0.0035232950230672613 0.0044766956067656266 -0.0036957736399884211
leaf_weight=59 103 84 55 78 61 87 65 60 70 58 1260 785 88 57
leaf_count=59 103 84 55 78 61 87 65 60 70 58 1260 785 88 57
internal_value=0 0.00260106 -0.0003701 0.00241557 -0.00108407 0.00261332 0.00243222 0.00230094 -0.000621564 -0.00307093 0.00255949 0.00238078 0.00164565 -0.000562709
internal_weight=0 2667 303 2608 139 2469 2385 2320 188 118 2132 2045 200 112
internal_count=2970 2667 303 2608 139 2469 2385 2320 188 118 2132 2045 200 112
is_linear=0
shrinkage=0.16829


Tree=9756
num_leaves=24
num_cat=0
split_feature=4 15 43 13 4 10 0 43 1211 15 0 3 0 0 43 13 43 43 43 13 0 2 13
split_gain=0.12817 0.0609524 0.0700978 0.126517 0.0947988 0.084076 0.0592032 0.0649981 0.0459643 0.0674194 0.0637239 0.0496098 0.0399151 0.036437 0.0394224 0.0389355 0.0269923 0.0259789 0.0463285 0.041314 0.0341795 0.0220866 0.0184022
threshold=-0.39175499999999991 0.083185000000000023 -0.40685999999999994 0.10935500000000002 -0.077654999999999988 -0.07371999999999998 -0.25490999999999991 0.054875000000000007 0.082530000000000006 0.086035000000000014 -0.086894999999999986 -0.080914999999999987 -0.076589999999999978 -0.082844999999999988 -0.022159999999999996 -0.085114999999999982 -0.06705499999999999 -0.0039049999999999992 -0.040494999999999996 -0.059629999999999996 -0.073374999999999982 0.097005000000000022 0.095470000000000013
decision_type=2 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 -2 4 12 -6 -7 -8 9 10 -3 -10 -4 14 -11 -16 -12 18 19 -15 -19 -1 -23
right_child=1 8 3 -5 5 6 7 -9 11 13 16 -13 -14 17 15 -17 -18 20 -20 -21 -22 22 -24
leaf_value=0.0086774975623031582 0.0068689852454629401 0.010859188101061203 -0.00040750981155890836 -0.0065837857527600348 0.0070690335039975075 0.0066943553020019624 0.00052096740540769938 0.0040384730635931133 -0.0038753553355117486 -0.0028765236397989636 0.0067230689531147412 0.0027609403448783597 -0.006797871960356975 0.0056404779228350771 -0.00065485541314091512 0.0042750334694694426 0.001611199191291155 -0.00083934210966425823 0.0071927786447738146 0.0011957485505112192 0.0045503280852772325 0.0030682208564963508 0.0072553532488745338
leaf_weight=65 56 54 56 63 72 53 1210 170 60 65 53 68 56 93 85 96 68 86 93 167 54 75 52
leaf_count=65 56 54 56 63 72 53 1210 170 60 65 53 68 56 93 85 96 68 86 93 167 54 75 52
internal_value=0 0.00161981 0.00100741 0.000810954 0.00110017 0.00145254 0.00116909 0.000955585 0.00263836 0.00305684 0.00603356 -0.000335787 -0.00361873 0.0023495 0.000667371 0.00194997 0.00386513 0.00318521 0.00395687 0.0027925 0.0012267 0.00611992 0.00479678
internal_weight=0 2778 1736 1680 1617 1505 1433 1380 1042 914 175 128 112 739 246 181 121 493 353 260 140 192 127
internal_count=2970 2778 1736 1680 1617 1505 1433 1380 1042 914 175 128 112 739 246 181 121 493 353 260 140 192 127
is_linear=0
shrinkage=0.16829


Tree=9757
num_leaves=27
num_cat=0
split_feature=156 155 3 151 157 3 42 3 2 0 52 51 157 52 42 157 52 3 3 50 50 47 2 0 2 151
split_gain=0.050845 0.0867948 0.0700815 0.0640751 0.0610837 0.0609635 0.0941135 0.0564429 0.104934 0.0956144 0.0732979 0.0549015 0.0548552 0.0659916 0.0527706 0.0484857 0.0469273 0.0455448 0.0436329 0.0551588 0.0483247 0.0417426 0.0415265 0.0364271 0.0301867 0.0290944
threshold=0.10779500000000002 0.096495000000000011 -0.081224999999999978 -0.083939999999999987 -0.09416999999999999 -0.078254999999999977 0.087355000000000002 -0.008624999999999999 0.079570000000000016 -0.095199999999999993 -0.11733999999999999 -0.096089999999999981 -0.0089949999999999978 -0.087329999999999991 0.084895000000000012 -0.084589999999999985 0.0049050000000000005 -0.017704999999999995 -0.082354999999999984 0.093245000000000008 0.088495000000000004 0.078660000000000022 0.10584500000000001 -0.056754999999999993 0.097300000000000011 -0.10287499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 15 -4 6 14 17 9 -9 -10 -5 13 -13 -6 -1 -8 22 19 20 -14 -12 24 -24 -7 -17
right_child=1 -3 4 11 5 7 16 8 10 -11 21 12 18 -15 -16 25 -18 -19 -20 -21 -22 -23 23 -25 -26 -27
leaf_value=0.0035827553812231151 0.0098651935028710135 0.0015005357842574848 -0.0046640329428036583 -0.0013977926427327296 -0.0010302439180315463 0.0020505375592488862 -0.0073786102223275234 -0.0097441866855272116 -0.004181461364884613 1.2311795596506625e-05 0.0030637402254795028 0.010836258975945513 0.0022251217649727662 0.0033507156463217381 0.0059308038305416217 0.00049246060347470371 -0.0009954497385002883 0.0058394360283453286 0.0060307428258129497 -0.0030107300196529452 0.0075561882108879826 -0.0014574298001412437 -0.0026130609511270373 0.0028256659333178559 0.0059106483217228906 -0.0047182405406796324
leaf_weight=53 56 96 59 82 75 318 75 52 59 62 301 54 717 90 52 52 59 96 96 53 52 71 92 56 71 71
leaf_count=53 56 96 59 82 75 318 75 52 59 62 301 54 717 90 52 52 59 96 96 53 52 71 92 56 71 71
internal_value=0 0.00459407 0.00142795 0.00232251 0.000638485 0.000857141 -0.00146663 0.00137353 0.000114632 -0.00442226 0.00131881 0.0027827 0.00310718 0.00617027 0.0018058 -0.000658568 -0.00458152 0.00245457 0.00262474 0.00222478 0.00258795 0.002196 0.00184611 -0.000543025 0.0027597 -0.00250074
internal_weight=0 152 2818 1320 1498 1439 261 1178 545 114 431 1144 1062 144 127 176 134 633 918 822 769 372 537 148 389 123
internal_count=2970 152 2818 1320 1498 1439 261 1178 545 114 431 1144 1062 144 127 176 134 633 918 822 769 372 537 148 389 123
is_linear=0
shrinkage=0.16829


Tree=9758
num_leaves=21
num_cat=0
split_feature=1 10 123 12 4 11 1 3 1 16 151 16 4 3 3 4 48 1 1 42
split_gain=7.23871 1.14716 0.788273 0.756496 0.570081 0.483679 0.342332 0.275952 0.232508 0.190971 0.176995 0.173234 0.140019 0.16655 0.130033 0.121198 0.138047 0.114117 0.0922013 0.0476556
threshold=0.108865 -0.16491499999999995 1.0000000180025095e-35 0.023990000000000004 0.053925000000000008 1.0000000180025095e-35 0.12200500000000002 -0.12711499999999995 0.083670000000000008 -0.39761999999999992 0.053170000000000002 0.022165000000000004 -0.49911499999999992 0.084670000000000009 -0.017704999999999995 0.50944500000000004 0.014805 0.090820000000000012 0.09692000000000002 0.087120000000000017
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 11 5 7 -5 -1 9 -6 12 14 -9 -14 -3 16 -16 -7 -4 -11
right_child=1 3 18 6 8 17 -8 10 -10 19 -12 -13 13 -15 15 -17 -18 -19 -20 -21
leaf_value=0.00061712510410913846 -3.2485595576507686e-05 0.00018378197620686089 0.00065981988427532545 0.00078652075151561913 0.00089025471116538476 0.001119711033967618 0.0004611037110462324 0.001020141518731917 0.00056789609122320827 0.00074243740834067169 0.00068368433975290869 0.00050792632461912337 0.00086554090552467264 0.00072162953066685724 0.00054313132533151875 0.00024706245904778301 0.0003332346436614442 0.0009325612297078293 0.0004647611796306527 0.0006090181663165415
leaf_weight=55 57 52 52 90 88 91 59 62 89 80 64 82 1574 96 61 62 81 64 58 53
leaf_count=55 57 52 52 90 88 91 59 62 89 80 64 82 1574 96 61 62 81 64 58 53
internal_value=0 0.00040986 0.000831166 0.000461706 0.000844159 0.000864593 0.000657901 0.000849662 0.000711819 0.000769619 0.000856764 0.000375114 0.000863139 0.000857289 0.000332435 0.000370154 0.00042365 0.00104266 0.000557291 0.000689535
internal_weight=0 544 2426 487 2316 2006 149 1851 310 221 1796 338 1732 1670 256 204 142 155 110 133
internal_count=2970 544 2426 487 2316 2006 149 1851 310 221 1796 338 1732 1670 256 204 142 155 110 133
is_linear=0
shrinkage=0.0032998


Tree=9759
num_leaves=27
num_cat=0
split_feature=4 1 1455 14 15 157 13 13 1 49 12 52 1 52 1 15 13 1 1 12 1455 12 15 12 1 52
split_gain=0.0919854 0.0792542 0.0683124 0.0671379 0.0769861 0.0798114 0.0937811 0.075632 0.0671001 0.054864 0.0540648 0.0477243 0.0641294 0.0610391 0.092993 0.0836497 0.0649433 0.0487727 0.0422888 0.0420032 0.0406321 0.0342298 0.0300006 0.0465582 0.0239008 0.0244021
threshold=-0.22295999999999996 0.092395000000000019 0.083760000000000015 -0.13131999999999996 -0.41956999999999994 -0.064429999999999987 -0.080624999999999988 -0.079199999999999979 0.10970000000000001 -0.07929499999999999 -0.0066799999999999993 -0.092399999999999982 0.074220000000000022 -0.025999999999999995 0.086965000000000001 0.087670000000000012 -0.052719999999999996 1.0000000180025095e-35 0.122075 -1.0000000180025095e-35 0.09499500000000001 0.096780000000000019 -0.074729999999999977 0.090400000000000022 0.100925 -0.11183499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 10 18 7 -6 8 -5 -7 -8 -2 12 22 16 17 -16 -13 -15 -3 -11 -4 24 -12 -24 25 -1
right_child=1 3 20 4 5 6 9 -9 -10 19 11 13 -14 14 15 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27
leaf_value=0.0021185017491514089 0.0066894809165303042 0.007301172476413988 -0.0051162357961674152 -5.8590163034407297e-05 -0.0053493052529108897 -0.0061946420856447901 -0.0025726203918110058 -0.0089605803744008151 0.00063331076087873902 -0.00057551079822224362 0.0039923280512821919 0.0091388164606338064 -0.0047233643807546109 0.0025140894312436946 -0.0064591591261126333 0.0014253380917351936 0.0021464699318080936 0.0062256055502933382 0.00080711185731335085 0.0040493506262933706 0.00099094316663496146 0.0012790766590940078 0.0032662357394199299 -0.0031063148759629122 0.0086341249137258987 0.007192238354067633
leaf_weight=56 85 58 52 56 61 72 54 53 93 68 89 82 57 954 59 107 71 113 57 290 75 52 63 67 72 54
leaf_count=56 85 58 52 56 61 72 54 53 93 68 89 82 57 954 59 107 71 113 57 290 75 52 63 67 72 54
internal_value=0 0.00164966 0.00226411 0.000311744 -0.000268742 0.000434862 0.00104947 -0.00440356 -0.00233527 0.00240937 0.00253845 0.00232507 0.000296879 0.00272765 0.00233183 -0.00136616 0.00590574 0.00290884 0.004098 0.00316587 -0.00149549 0.00513067 0.00161172 -4.25891e-06 0.00622125 0.00462558
internal_weight=0 2736 1874 862 747 638 577 109 165 412 1747 1662 276 1386 1233 166 153 1067 115 358 127 234 219 130 182 110
internal_count=2970 2736 1874 862 747 638 577 109 165 412 1747 1662 276 1386 1233 166 153 1067 115 358 127 234 219 130 182 110
is_linear=0
shrinkage=0.16829


Tree=9760
num_leaves=12
num_cat=0
split_feature=447 1429 3 15 475 484 52 475 0 13 0
split_gain=0.0968538 0.0779443 0.0699949 0.0619339 0.0615472 0.0455453 0.0446786 0.0427447 0.043493 0.0744849 0.0713628
threshold=0.089095000000000021 0.082195000000000018 -0.086284999999999987 0.12625000000000003 -0.080074999999999993 0.12438500000000001 -0.087094999999999992 -0.0034549999999999993 1.0000000180025095e-35 -0.010834999999999999 -0.041534999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 7 -4 -6 10 -10 -9
right_child=-2 2 6 -5 5 -7 -8 8 9 -11 -12
leaf_value=-0.0027489132093334043 -0.0040672023921750327 0.0081492947522974896 0.0055227686908886362 0.0056988091459226784 0.0053281555333561104 0.0061130957248124104 0 0.0012736118581355928 0.0027963300085233436 -0.004398245653140149 0.007123354941333533
leaf_weight=101 83 96 74 95 75 59 94 2023 70 97 61
leaf_count=101 83 96 74 95 75 59 94 2023 70 97 61
internal_value=0 0.00175876 0.0045163 0.00147601 0.00131391 0.00148672 0.00242961 0.0013686 0.00123587 -0.0013718 0.0014457
internal_weight=0 2845 264 2581 2486 2385 168 2326 2251 167 2084
internal_count=2928 2845 264 2581 2486 2385 168 2326 2251 167 2084
is_linear=0
shrinkage=0.16829


Tree=9761
num_leaves=19
num_cat=0
split_feature=4 3 123 11 3 15 15 4 42 4 3 133 42 3 4 13 4 160
split_gain=5.11202 1.95268 1.12521 0.277951 0.277466 0.21854 0.437749 0.207394 0.202433 0.230199 0.296293 0.168711 0.154652 0.106981 0.0931975 0.0870058 0.0555142 0.0314643
threshold=0.31392000000000003 0.30863500000000005 0.081180000000000016 1.0000000180025095e-35 -0.13827999999999999 -0.45775499999999997 -0.26361999999999991 -0.17568999999999999 0.13996000000000003 0.018150000000000003 -0.091894999999999991 0.087455000000000019 -0.098504999999999981 -0.075914999999999996 0.6214050000000001 -0.073514999999999983 0.056815000000000011 -0.066074999999999981
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 -2 14 -7 -5 9 10 12 -4 -1 -12 -6 17 -17 -11
right_child=4 -3 11 7 5 6 -8 -9 -10 15 13 -13 -14 -15 -16 16 -18 -19
leaf_value=0.00079687198327051145 0.00045823937999939376 0.00012922604905716396 0.00054583978692225891 0.00076265544642305596 0.00044287444517843681 -3.9165902853132244e-05 0.0003365041604503023 0.0010020801007841345 0.00054383628046364852 0.00081181296906134535 0.0008066260573531054 0.00031097158313425643 0.00062016454367752626 0.00074473838880945577 0.00024483928492617267 0.00055631010066546117 0.00067304747775020308 0.00070576129727271779
leaf_weight=77 77 58 94 75 52 70 65 88 52 52 1080 53 198 452 54 69 154 108
leaf_count=77 77 58 94 75 52 70 65 88 52 52 1080 53 198 452 54 69 154 108
internal_value=0 0.000728661 0.000742271 0.000759424 0.000285336 0.000229947 0.000141451 0.000892132 0.00074976 0.000754634 0.000770357 0.000461399 0.000669771 0.00078839 0.000342321 0.000680357 0.000637085 0.000740448
internal_weight=0 2610 2552 2405 318 241 135 163 2242 2190 1807 147 275 1532 106 383 223 160
internal_count=2928 2610 2552 2405 318 241 135 163 2242 2190 1807 147 275 1532 106 383 223 160
is_linear=0
shrinkage=0.0032998


Tree=9762
num_leaves=19
num_cat=0
split_feature=147 51 15 484 9 13 448 16 1213 1212 42 399 16 13 13 16 129 15
split_gain=0.0756838 0.0626606 0.139912 0.11206 0.0641233 0.109448 0.0557679 0.0519438 0.0499878 0.0746648 0.0349726 0.0348225 0.0330265 0.0310394 0.0295705 0.0183077 0.0175069 0.00816573
threshold=0.089245000000000005 -0.085594999999999991 -0.093734999999999985 0.083175000000000013 -0.080554999999999974 -0.16392499999999996 -0.051724999999999993 0.51783000000000012 -0.109995 -0.040879999999999993 -0.09361499999999999 0.090310000000000015 -0.096149999999999985 -0.053999999999999999 -0.48634999999999995 -0.010749999999999997 0.0036150000000000006 -0.064619999999999983
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 -3 14 -2 13 9 -7 15 12 -12 17 -6 16 -10 -4
right_child=6 4 3 -5 5 8 -8 -9 10 -11 11 -13 -14 -15 -16 -17 -18 -19
leaf_value=-0.0041395675707358564 -0.0056662355892290505 0.0074585260374148881 0.0024750443762379336 0.010742694548556418 -0.0001474605642788581 0.0022117384694638241 0.0015869737396286658 0.0072611132898580911 0.0076046800076518262 -0.0062036479694434809 0.0032333373119107739 -0.001902957909540342 0.0015568450166929234 -0.00044836648670683787 -0.005390762362391127 0.0014467594470768963 0.0037314445675339977 0.0054148560251436814
leaf_weight=52 64 54 61 80 53 68 56 77 53 53 442 68 1389 80 74 54 97 53
leaf_count=52 64 54 61 80 53 68 56 77 53 53 442 68 1389 80 74 54 97 53
internal_value=0 0.00204255 0.00398798 0.00519718 0.00171582 0.00158315 -0.00226643 0.0035535 0.00185805 -0.00145949 0.00204979 0.00182317 0.00196253 0.00207266 -0.00321676 0.00415057 0.00511197 0.00385756
internal_weight=0 2808 403 351 2405 2351 120 271 2224 121 2103 1899 1831 194 127 204 150 114
internal_count=2928 2808 403 351 2405 2351 120 271 2224 121 2103 1899 1831 194 127 204 150 114
is_linear=0
shrinkage=0.16829


Tree=9763
num_leaves=35
num_cat=0
split_feature=1 52 123 1 12 2 41 13 52 52 4 0 43 12 13 160 0 2 160 1213 43 1 1 4 2 0 12 4 4 2 49 15 52 1
split_gain=15.6384 2.92384 1.69601 1.62575 1.13129 0.949685 0.447818 0.368954 0.320513 0.299663 0.259841 0.247813 0.241419 0.198967 0.196669 0.188025 0.175371 0.153466 0.140277 0.13786 0.105352 0.101014 0.0959189 0.0898669 0.0738204 0.0732044 0.0673478 0.0614319 0.0588434 0.0521641 0.0492089 0.0445998 0.0394167 0.0212562
threshold=0.10509 -0.40891499999999997 1.0000000180025095e-35 0.13612500000000002 0.088365000000000013 0.092250000000000013 0.075585000000000013 -0.27740999999999993 -0.11263999999999999 0.023800000000000005 0.25367000000000006 -0.080944999999999975 -1.0000000180025095e-35 0.088395000000000015 -0.080784999999999982 0.0044600000000000013 -0.083414999999999975 0.14132000000000003 -0.060659999999999992 -0.054544999999999989 0.049545000000000006 0.087055000000000007 0.11669000000000002 -0.085739999999999997 0.083885000000000015 -0.14720499999999997 0.098085000000000019 0.0067750000000000006 -0.084384999999999988 0.08542000000000001 0.087605000000000002 -0.050529999999999999 0.0035300000000000006 0.085410000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 14 6 12 -5 26 13 -6 30 16 -10 -3 19 24 -9 -13 -14 -20 -21 25 29 33 -16 31 -15 -26 -18 -11 -7 -25 -1
right_child=1 3 -4 7 10 8 -8 17 9 11 -12 18 15 27 22 -17 23 -19 20 21 -22 -23 -24 32 28 -27 -28 -29 -30 -31 -32 -33 -34 -35
leaf_value=0.00081171733004938159 0.00087735383877932008 2.1787152896514602e-05 0.00037833059663301455 -0.00032882811660105924 0.00063952675771937592 0.00080666317248702249 0.0011231898173108225 0.00010555471834519705 0.00039065875673934594 0.00078604155694058189 0.00033738922509339418 0.00054724577235948021 0.00067782368047717833 0.0007237778495725269 0.00018353951516979282 0.0005983976315913121 0.00098019841060949849 -0.00013932454865764156 0.00080980411058100845 0.00090077352385831545 0.0006122482378898605 0.00076656686705262988 0.00011678825560043443 0.00083239672499677529 0.001036094670021376 0.00035502953694017812 0.00072966364418357397 0.00056174315972866396 0.00092532698063745717 0.00083305839033249323 0.00092511894909123003 0.00093061847312654925 0.00075069817204001814 0.00089587986656518629
leaf_weight=76 67 95 98 60 77 67 73 60 53 67 53 76 67 52 56 52 61 52 75 164 52 106 78 178 68 55 53 57 378 56 57 76 123 90
leaf_count=76 67 95 98 60 77 67 73 60 53 67 53 76 67 52 56 52 61 52 75 164 52 106 78 178 68 55 53 57 378 56 57 76 123 90
internal_value=0 0.000224237 0.000803643 0.000149503 0.000261559 0.000822773 0.000869587 -0.000120007 0.000720756 0.000675188 0.000516619 0.000733029 0.000856515 0.000558217 0.000144682 0.000785654 0.000883243 -7.8247e-06 0.000661248 0.000814444 0.000729193 0.000848215 0.000206269 0.000830267 0.000919368 0.000268829 0.000834266 0.000639367 0.000942294 0.000910074 0.000850256 0.000872788 0.000799129 0.00085756
internal_weight=0 653 2275 586 414 2177 1492 172 685 489 130 327 1419 162 284 389 1030 112 203 337 127 270 189 418 612 111 196 109 446 117 124 143 301 166
internal_count=2928 653 2275 586 414 2177 1492 172 685 489 130 327 1419 162 284 389 1030 112 203 337 127 270 189 418 612 111 196 109 446 117 124 143 301 166
is_linear=0
shrinkage=0.0032998


Tree=9764
num_leaves=24
num_cat=0
split_feature=4 43 4 133 1375 133 0 0 52 3 133 2 13 0 0 2 3 2 43 0 43 2 3
split_gain=0.0842838 0.0881605 0.102117 0.0642855 0.0687347 0.0622812 0.0601597 0.0593699 0.0565277 0.0794207 0.0920467 0.0538061 0.054727 0.0532707 0.0508454 0.0401567 0.10309 0.0401322 0.0687604 0.0374454 0.0346146 0.0421847 0.0279663
threshold=0.27258000000000004 0.0066850000000000008 0.41823000000000005 -0.091614999999999988 -0.16449999999999998 -0.13093499999999997 -0.105195 -0.14259999999999998 0.10611000000000001 -0.082204999999999986 0.046800000000000008 0.089545000000000013 -1.0000000180025095e-35 -0.037444999999999992 -0.12851999999999997 0.085665000000000005 -0.10175499999999998 0.097605000000000011 -0.068344999999999989 -0.018054999999999998 0.26746000000000009 0.086365000000000011 -0.069414999999999991
decision_type=2 2 2 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 20 -4 11 14 10 -10 -6 -13 -8 -9 16 -16 18 -11 -17 21 -1 -22
right_child=1 -3 6 4 7 -7 13 8 9 17 -12 12 -14 -15 15 19 -18 -19 -20 -21 22 -23 -24
leaf_value=0.00031517179590794312 -0.0035586403484210447 -0.0065668790955472752 0.0076625695426777718 -0.0031593144809995773 0.0022708045640538123 -0.0040824712079863424 -0.0018305562058609133 -0.0020374775411673152 -0.0076430542250751484 0.0030638054738304325 0.0019922070410437137 0.0041114965544094793 0.011670257970903855 0.0049857373742911307 0.011083959972712424 0.0019531258101762811 0.0035853588941261684 0.0053534501235873236 -0.0042208202786238221 0.004807707289903102 -0.0033168647719349588 0.0054758787999046659 0.0018818887958644121
leaf_weight=91 100 55 57 54 75 72 75 53 58 124 54 52 59 57 57 710 619 86 52 161 61 90 56
leaf_count=91 100 55 57 54 75 72 75 53 58 124 54 52 59 57 57 710 619 86 52 161 61 90 56
internal_value=0 -0.000387734 0.000782011 0.00241194 0.00275521 0.000353051 0.00308816 0.00290391 0.00263141 0.000762321 -0.00298144 0.00578627 0.0081454 0.00109923 0.00306718 0.00324323 0.0042203 0.00236956 0.000901322 0.00248284 0.00143075 0.0028912 -0.000813217
internal_weight=0 344 289 2584 2214 370 189 2160 1974 374 112 186 111 132 1600 1547 676 262 176 871 298 181 117
internal_count=2928 344 289 2584 2214 370 189 2160 1974 374 112 186 111 132 1600 1547 676 262 176 871 298 181 117
is_linear=0
shrinkage=0.16829


Tree=9765
num_leaves=26
num_cat=0
split_feature=1 3 2 4 2 2 2 12 4 12 2 16 12 12 12 474 16 160 13 4 2 4 3 16 12
split_gain=5.99529 1.13184 0.53859 0.535888 0.458769 0.443301 0.310954 0.234009 0.18238 0.216189 0.195458 0.157176 0.142157 0.141152 0.125894 0.103801 0.0997064 0.0901373 0.0831239 0.0706917 0.0674741 0.063444 0.041205 0.0341274 0.0248282
threshold=0.10455000000000002 -0.063264999999999988 0.17553000000000005 0.018150000000000003 0.11426500000000002 -1.0000000180025095e-35 0.10682000000000001 -0.087789999999999993 -0.50139499999999992 0.081320000000000017 0.088755000000000014 -0.09583499999999999 0.056995000000000011 -1.0000000180025095e-35 0.096900000000000014 0.085475000000000009 -0.008069999999999999 0.062030000000000009 -0.071389999999999995 -0.088039999999999993 0.087710000000000024 -0.016029999999999996 0.143375 -0.12080999999999999 0.088055000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 5 7 18 -3 -7 -1 -9 16 11 -11 -5 -8 23 17 20 -12 -2 -13 -10 -20 -15 24 -14
right_child=1 2 -4 12 -6 6 13 8 9 10 15 19 14 22 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 -26
leaf_value=0.00053906479760683899 0.00054851467624116902 0.00013034381425548191 -1.4528868743466115e-05 0.00048798280645895157 0.00033610089543163399 0.00060829678980079565 0.00023298645003825947 0.00089020456752548843 0.00061502748530712443 0.00091304345393161267 0.00067084451675206711 0.00067988758586045315 0.00078700415109081608 0.00045485746362840219 0.00054393526068401902 0.0008276534519783789 0.00054067084285123719 0.00080861211860718213 0.00079163125243254383 0.00077901706874685132 0.00078623460075999125 0.00062365127024658403 0.0003302168076774079 0.00062474813876612614 0.00068100277323246861
leaf_weight=60 59 102 62 89 74 55 95 99 54 94 435 93 54 73 94 69 76 62 52 852 53 53 53 55 61
leaf_count=60 59 102 62 89 74 55 95 99 54 94 435 93 54 73 94 69 76 62 52 852 53 53 53 55 61
internal_value=0 0.000369306 0.000269991 0.00072251 0.000552764 0.000316752 0.000385514 0.000744035 0.000750534 0.000742781 0.000755149 0.000782337 0.000603688 0.000329911 0.000642561 0.000705176 0.000634117 0.000688102 0.000650312 0.000769299 0.00070016 0.000707177 0.000402709 0.000696888 0.000731084
internal_weight=0 678 440 2300 238 378 276 1947 1887 1788 1605 1039 353 221 264 566 183 497 164 945 107 105 126 170 115
internal_count=2978 678 440 2300 238 378 276 1947 1887 1788 1605 1039 353 221 264 566 183 497 164 945 107 105 126 170 115
is_linear=0
shrinkage=0.0032998


Tree=9766
num_leaves=14
num_cat=0
split_feature=4 1211 1 4 1428 151 1211 16 14 42 42 1375 48
split_gain=0.125575 0.089173 0.0858849 0.0826249 0.0746583 0.0743322 0.06246 0.062162 0.0897318 0.0618986 0.0776132 0.0577742 0.0539726
threshold=0.31392000000000003 1.0000000180025095e-35 0.14754500000000001 0.51734000000000002 0.094820000000000015 -0.29526499999999994 0.099485000000000004 -0.54150999999999994 -0.41128499999999996 0.12031500000000002 0.10732000000000001 -0.093609999999999985 -0.083779999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 5 -1 -3 -2 -9 10 11 -7 -13
right_child=2 6 -4 -5 -6 9 -8 8 -10 -11 -12 12 -14
leaf_value=0.0085483203695461436 0.0033426736557402759 0.011307626814669895 -0.0066724519079388476 0.0054607025571392163 0.0088781480683697619 -0.0032331389979256249 0.004173111517302595 0.001855398828894487 -0.0065855964147393557 0.0064061989231326945 -0.0027935351614698559 0.0071801795965007256 0.0022778936816918323
leaf_weight=55 61 55 56 72 52 52 98 61 85 99 88 66 2078
leaf_count=55 61 55 56 72 52 52 98 61 85 99 88 66 2078
internal_value=0 0.00279891 -0.000655483 0.000545785 0.00255543 0.00241984 0.00674955 -0.00115507 -0.00304657 0.00227764 0.0020979 0.00229473 0.00242964
internal_weight=0 2643 335 279 2490 2438 153 207 146 2383 2284 2196 2144
internal_count=2978 2643 335 279 2490 2438 153 207 146 2383 2284 2196 2144
is_linear=0
shrinkage=0.16829


Tree=9767
num_leaves=29
num_cat=0
split_feature=4 48 16 131 1211 48 128 4 12 151 43 160 52 12 160 484 43 42 12 16 12 49 42 16 4 12 4 43
split_gain=0.0873868 0.131258 0.0775855 0.0813945 0.0695686 0.0689341 0.0678497 0.0657844 0.059974 0.0716707 0.136325 0.0807858 0.120157 0.0583723 0.0878544 0.0741275 0.0524637 0.0469517 0.0452292 0.0413966 0.0412537 0.0369824 0.0307861 0.0357056 0.0315472 0.0296741 0.024367 0.016621
threshold=0.024470000000000002 0.12036500000000001 -0.11807499999999999 0.079610000000000014 1.0000000180025095e-35 0.10690000000000001 0.084370000000000014 0.50944500000000004 0.083885000000000015 -0.010059999999999998 -0.0088649999999999996 -0.082339999999999983 -0.082384999999999986 0.091545000000000015 -0.060659999999999992 0.087020000000000014 -0.085204999999999989 0.092485000000000026 0.090685000000000016 -0.27157999999999993 0.092825000000000005 0.092515000000000014 0.098395000000000024 -0.5020199999999998 0.40736500000000003 0.088665000000000008 0.078235000000000013 -0.029255
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 19 5 6 8 21 9 10 16 -11 -13 15 17 18 -1 -15 -10 22 -16 26 23 24 -2 -6 -4 -8
right_child=1 -3 7 -5 25 -7 27 -9 13 11 -12 12 -14 14 20 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0035633955544999599 0.0027269514142786349 -0.0074648532109975515 -3.2701228200075329e-05 -0.0021782144879705068 0.0094097424711167086 0.0067329225592559988 0.0074142838339022995 -0.0065750277870393987 0.0022928284831815844 0.0033898721336175826 0.0095866547044369064 0.0012615656296235554 -0.0064347917267751457 -0.0061255412132250192 -0.0015621422573416995 0.0076194277535488377 -0.0034830747605211539 0.00032316695830996833 0.0074325535842638627 0.0078154466481925606 0.0028992753940546923 -0.0025148987712331999 -0.0008875004545593544 0.00091543426806007253 0.0075475802812908672 0.0042501269110832877 0.0047112864818563372 0.0037213934033652322
leaf_weight=54 80 55 71 87 52 95 73 52 625 76 58 105 126 62 69 100 67 65 53 55 376 89 53 93 77 86 53 71
leaf_count=54 80 55 71 87 52 95 73 52 625 76 58 105 126 62 69 100 67 65 53 55 376 89 53 93 77 86 53 71
internal_value=0 0.000451309 0.00106706 0.00242598 0.00254086 0.00229615 0.00208237 -0.0012081 0.00180503 0.000197924 0.00287756 -0.00135862 -0.00292867 0.00238225 0.001087 0.00333224 -0.000323521 -0.00281088 0.00269726 0.00354989 0.00220347 9.3696e-05 0.00276968 0.00355219 0.00510265 0.00620735 0.00198048 0.00560596
internal_weight=0 765 710 445 2213 2075 1980 265 1836 486 179 307 231 1350 572 778 121 127 678 358 445 213 303 250 157 138 124 144
internal_count=2978 765 710 445 2213 2075 1980 265 1836 486 179 307 231 1350 572 778 121 127 678 358 445 213 303 250 157 138 124 144
is_linear=0
shrinkage=0.16829


Tree=9768
num_leaves=29
num_cat=0
split_feature=15 3 49 148 3 15 49 52 15 3 42 3 49 3 15 1210 124 1213 151 47 3 3 52 52 3 15 52 49
split_gain=7.59616 3.15007 1.18946 1.1317 0.538144 0.389946 0.323031 0.29286 0.269552 0.418149 0.318927 0.20675 0.201209 0.188844 0.274407 0.183051 0.182599 0.13262 0.100777 0.0874007 0.105696 0.205287 0.079483 0.0687482 0.054589 0.0225706 0.0167649 0.00383738
threshold=-0.26361999999999991 0.11391500000000002 -0.032624999999999994 -0.043434999999999994 -0.079724999999999976 -0.049344999999999993 0.12757000000000004 -0.085254999999999984 0.025430000000000005 -0.14326499999999995 0.089470000000000008 0.15937000000000004 -0.034759999999999992 -0.092319999999999985 -0.080724999999999977 -0.0084449999999999994 -0.076164999999999983 -0.086979999999999988 -0.085604999999999987 0.11224000000000002 0.040040000000000006 -0.026279999999999998 -0.013125 -0.072664999999999993 -0.017704999999999995 0.086605000000000015 -0.037619999999999994 0.0062600000000000008
decision_type=2 2 2 2 2 2 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 -2 8 7 19 -5 10 -10 13 16 -3 14 -4 25 -1 -17 -15 20 21 -6 -7 -9 -18 -11 -22 -14
right_child=1 12 4 5 6 22 -8 23 9 15 -12 -13 27 18 -16 17 24 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00018926239627236891 0.00035471362386480562 0.00034749800593930575 0.0011272255241025952 0.0009406656727921662 0.00094470145371386622 0.0010831581792717366 0.00066374579542533214 0.0005545638780122792 0.0013050623766454042 0.0011949502820038371 0.0007746401419091956 0.00011331223889956298 0.00054947734160307204 0.0011583526471870731 0.00084917088904938078 0.0011306211562938618 0.00035174795194458123 0.00098199123897372317 0.0010131116545067111 0.0007968460883641459 0.0010776883279826714 0.00077766542171941392 0.00091531099148145457 0.00072601762798378143 0.00049326704939875671 0.0010954837069591182 0.00098119690544582893 0.00060528809983235695
leaf_weight=55 60 69 52 54 519 54 56 54 69 65 85 53 52 70 164 81 66 447 268 57 58 98 86 54 59 67 52 54
leaf_count=55 60 69 52 54 519 54 56 54 69 65 85 53 52 70 164 81 66 447 268 57 58 98 86 54 59 67 52 54
internal_value=0 0.000916255 0.000945439 0.000769651 0.000974243 0.000851972 0.000908102 0.000740851 0.00101483 0.0010587 0.000964732 0.000295445 0.000487464 0.000993834 0.000916273 0.00103289 0.000348878 0.00100486 0.0010433 0.000925511 0.00093555 0.000918228 0.000980304 0.000640617 0.000418827 0.00114473 0.00103239 0.000578242
internal_weight=0 2745 2570 362 2208 302 840 162 1368 729 639 233 175 554 216 660 180 528 338 784 727 617 140 108 125 132 110 106
internal_count=2978 2745 2570 362 2208 302 840 162 1368 729 639 233 175 554 216 660 180 528 338 784 727 617 140 108 125 132 110 106
is_linear=0
shrinkage=0.0032998


Tree=9769
num_leaves=37
num_cat=0
split_feature=1 12 1 1 12 12 13 41 1 12 12 13 15 15 1 1 15 43 1 13 12 15 15 15 12 13 1429 12 42 1 1210 43 15 43 1 1
split_gain=3.92659 0.857004 0.536401 0.384263 0.340647 0.306646 0.204381 0.19389 0.168914 0.10155 0.0835605 0.125866 0.0877584 0.087153 0.0768563 0.0851662 0.0747089 0.10768 0.0647789 0.0852583 0.0751315 0.064417 0.128525 0.0812532 0.0745031 0.0611985 0.0352351 0.0338354 0.0282664 0.0240346 0.0239768 0.0225874 0.0170251 0.0168166 0.0155072 0.00338844
threshold=0.10404000000000001 0.085075000000000026 0.13130500000000003 0.14787500000000001 0.056995000000000011 0.090285000000000018 -0.071389999999999995 0.075585000000000013 0.095920000000000019 -0.089399999999999993 -1.0000000180025095e-35 -1.0000000180025095e-35 -0.075094999999999981 -0.11124499999999998 0.081005000000000008 0.090540000000000023 -0.097144999999999981 -0.041049999999999996 0.081905000000000019 -0.084674999999999986 0.083610000000000004 -0.075094999999999981 1.0000000180025095e-35 0.10028500000000001 0.092900000000000024 -0.046389999999999994 0.083420000000000008 0.094195000000000015 -0.069929999999999978 0.096315000000000026 -0.068764999999999979 -0.055679999999999993 -0.016434999999999995 -0.066724999999999993 0.087225000000000011 0.11287500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 6 9 8 7 -3 18 16 -2 13 -12 -13 -11 21 -16 -1 -18 20 -20 -6 28 25 24 -24 -23 30 -17 -7 -29 -22 -25 -28 -21 -19 -8
right_child=1 2 -4 -5 5 14 35 -9 -10 10 11 12 -14 -15 15 27 17 34 19 33 26 22 23 31 -26 -27 32 29 -30 -31 -32 -33 -34 -35 -36 -37
leaf_value=0.00072653629502685913 0.0004458200782981138 0.00052019187778641575 0.00029637411773659599 5.4520166447380035e-05 0.00084968695475558654 0.00075095213240853784 0.00071650293212560787 0.00091611351760299115 0.00046026824673340113 0.00033454651840816142 0.00023253783708478918 0.00032781517893079896 0.0005081810712972433 0.00014966949153751347 0.00081898300678902628 0.00061470159807101724 0.00047090405734954467 0.00067643079478999185 0.00055892722272430869 0.00076143050452694649 0.00078965404983831532 0.00059514860569166001 0.0006139394832373299 0.00064366073706251681 0.00075910075883342412 0.00045790075489356873 0.00083632924888713629 0.00076375658591999523 0.00065746889810652689 0.00066508593493015819 0.00071527164277645106 0.00054746517677171718 0.00074861635935674457 0.00067590292472943455 0.00059762369043179846 0.00077488621126246588
leaf_weight=72 97 77 63 54 72 69 52 68 82 62 54 56 66 52 61 74 54 90 53 66 63 92 65 58 110 63 56 57 100 73 538 67 71 62 56 53
leaf_count=72 97 77 63 54 72 69 52 68 82 62 54 56 66 52 61 74 54 90 53 66 63 92 65 58 110 63 56 57 100 73 538 67 71 62 56 53
internal_value=0 0.000403169 0.000559833 0.000316053 0.000687884 0.000705174 0.000650837 0.00074365 0.00059313 0.000352455 0.000321104 0.00036662 0.000425679 0.000250526 0.000659733 0.000708064 0.000633054 0.000599225 0.00073166 0.000673227 0.000744836 0.000639151 0.000618016 0.000658418 0.000705385 0.000539591 0.000734418 0.000674724 0.000695845 0.00070862 0.000723127 0.000592382 0.00078757 0.000720278 0.000646445 0.000746308
internal_weight=0 686 245 441 2292 1938 182 1049 354 387 290 176 122 114 889 265 272 200 981 181 800 624 455 300 175 155 728 204 169 130 601 125 127 128 146 105
internal_count=2978 686 245 441 2292 1938 182 1049 354 387 290 176 122 114 889 265 272 200 981 181 800 624 455 300 175 155 728 204 169 130 601 125 127 128 146 105
is_linear=0
shrinkage=0.0032998


Tree=9770
num_leaves=15
num_cat=0
split_feature=97 156 150 2 42 2 0 42 43 13 51 41 151 43
split_gain=0.0768384 0.0643449 0.06404 0.0692704 0.0874258 0.0719741 0.0658461 0.0627775 0.0632882 0.0689979 0.0532943 0.051599 0.0487913 0.0489089
threshold=-0.0047149999999999996 -0.090889999999999985 -0.091259999999999994 0.11366500000000002 0.11830500000000001 0.12198500000000001 -0.079249999999999987 0.11382000000000002 -0.15961499999999998 0.18123500000000001 0.13207500000000003 0.075585000000000013 -0.039414999999999999 0.0046950000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 7 6 -5 8 9 -4 12 -10 -7 -14
right_child=1 2 3 5 -6 10 -8 -9 11 -11 -12 -13 13 -15
leaf_value=-0.0026576790087880879 0.008728961857831799 0.0078314216729908695 -0.0051337728854397397 -0.0066212509146008893 0.0082919944965788982 -0.0013087220720201865 0.00085437746201644498 -0.0024702755576352419 0.0031586500117410875 0.0024018354090923934 -0.002631435529846589 0.0076488377918027747 0.0059971012001754581 1.5700689810198483e-05
leaf_weight=69 55 73 53 59 90 52 76 59 1899 98 52 76 150 53
leaf_count=69 55 73 53 59 90 52 76 59 1899 98 52 76 150 53
internal_value=0 0.00301243 0.0028991 0.00276592 0.00314075 0.00083256 -0.00239944 0.00292775 0.0030784 -0.000231215 0.00225965 0.00333235 0.00326409 0.0044443
internal_weight=0 2845 2790 2717 2275 442 135 2185 2126 151 307 1975 255 203
internal_count=2914 2845 2790 2717 2275 442 135 2185 2126 151 307 1975 255 203
is_linear=0
shrinkage=0.16829


Tree=9771
num_leaves=32
num_cat=0
split_feature=1 1 12 2 0 16 0 39 16 2 0 159 1 0 14 2 12 13 13 16 13 39 0 403 1203 13 12 0 13 0 13
split_gain=5.39199 1.09926 1.14579 0.499285 0.337118 0.211645 0.178484 0.177923 0.175079 0.138365 0.128217 0.127399 0.125278 0.163826 0.113472 0.105053 0.133824 0.101784 0.0970136 0.115125 0.0935056 0.0852113 0.0823107 0.0714617 0.0708966 0.0689187 0.0465547 0.044789 0.0438734 0.0425493 0.0392317
threshold=0.10442000000000001 0.13662500000000002 0.085075000000000026 0.095565000000000011 -0.071879999999999986 0.067035000000000011 -0.037444999999999992 0.055555000000000007 -0.072904999999999984 0.11366500000000002 -0.18240499999999996 0.082975000000000007 0.089745000000000019 -0.096109999999999987 0.076450000000000004 0.17553000000000005 -0.041014999999999989 -0.016319999999999998 0.041960000000000004 -0.026479999999999997 -0.070339999999999986 0.087735000000000021 -0.10934999999999999 -0.121015 0.084795000000000023 -0.0066549999999999986 0.097345000000000015 -0.082454999999999987 -0.085064999999999988 -0.077944999999999987 -0.059629999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 12 -6 10 9 -4 11 -2 18 14 -14 22 16 -3 -11 19 30 -21 28 -1 25 -25 -24 -10 -15 -12 -29 -5
right_child=1 15 8 7 5 -7 -8 -9 26 17 21 -13 13 27 -16 -17 -18 -19 -20 20 -22 -23 23 24 -26 -27 -28 29 -30 -31 -32
leaf_value=0.0005785418519646372 0.00032840512790997199 9.6501314123858279e-06 0.00041184871605912983 0.00067771249159614922 0.00040597305198948879 0.00066139222279605516 0.00039305609843590962 0.00038372610805876932 0.00071209198413834036 0.00055459653728509692 0.00013866227147440086 0.00073605538327891371 0.00043261760886237262 0.0007205654026719798 0.00080551856393665927 -6.3070872293802203e-05 0.00022929352332435386 0.00037566642428142058 0.00067781320243037139 0.00056062640327954089 0.00037560878700938229 5.6555679575991132e-05 0.00066536255544163959 0.00068343015291571054 0.00079049319205405904 0.00051225568048395378 0.00057943103642620617 0.00054048829961569238 0.00027499896248010764 0.00065961593937982578 0.00054627066553721351
leaf_weight=97 60 65 52 56 94 58 65 71 59 79 52 61 52 61 78 53 57 65 70 59 64 66 97 873 78 52 67 62 54 84 53
leaf_count=97 60 65 52 56 94 58 65 71 59 79 52 61 52 61 78 53 57 65 70 59 64 66 97 873 78 52 67 62 54 84 53
internal_value=0 0.000282975 0.000365356 0.000624054 0.000652846 0.000503667 0.000239687 0.000540007 0.000574842 0.000561824 0.000196565 0.000596536 0.000667604 0.000600287 0.000681251 5.91671e-05 0.000112559 0.000474074 0.000568238 0.000535025 0.000464643 0.000150369 0.000673124 0.000681433 0.000692248 0.000612166 0.00064183 0.000642237 0.000208449 0.000609269 0.000614124
internal_weight=0 650 475 2264 1686 152 297 578 178 507 232 363 1534 259 1275 175 122 144 302 232 123 172 1197 1100 951 149 126 207 106 146 109
internal_count=2914 650 475 2264 1686 152 297 578 178 507 232 363 1534 259 1275 175 122 144 302 232 123 172 1197 1100 951 149 126 207 106 146 109
is_linear=0
shrinkage=0.0032998


Tree=9772
num_leaves=13
num_cat=0
split_feature=1 447 2 52 2 394 156 480 42 1 12 158
split_gain=0.10343 0.0636319 0.0679504 0.0552995 0.0687772 0.0511362 0.0514724 0.0459028 0.0459021 0.0376616 0.0855556 0.0669235
threshold=0.13662500000000002 0.090705000000000022 -0.13746499999999998 -0.032354999999999988 0.14870000000000003 0.0044650000000000011 -0.03238499999999999 -0.08262499999999999 0.084685000000000024 0.099765000000000006 0.085845000000000019 0.078875000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 6 8 -8 -4 11 -11 -9
right_child=3 -3 5 4 -6 -7 7 9 -10 10 -12 -13
leaf_value=0.0090954123733654017 -0.0052003024767627946 -0.0027563886637034379 0.0098071642995430849 -0.0027677172164771156 0.005554328458302866 0.0077627936903004397 0.0077209915950485781 0.0026311797304653965 0.0032981336340084941 -0.00046332683435317836 0.0042070472274258553 0.0058370869251040862
leaf_weight=54 62 52 57 61 52 64 52 1711 69 294 178 208
leaf_count=54 62 52 57 61 52 64 52 1711 69 294 178 208
internal_value=0 0.003056 0.00316916 -0.00115671 0.001046 0.00304693 0.00292875 0.00275636 0.00625695 0.00264764 0.00129415 0.0029796
internal_weight=0 2739 2687 175 113 2633 2569 2443 126 2391 472 1919
internal_count=2914 2739 2687 175 113 2633 2569 2443 126 2391 472 1919
is_linear=0
shrinkage=0.16829


Tree=9773
num_leaves=13
num_cat=0
split_feature=3 96 34 3 3 2 42 160 1204 43 133 160
split_gain=0.0746808 0.0466436 0.0470817 0.0442113 0.0702986 0.172746 0.0769361 0.0770978 0.0612665 0.0558954 0.0921049 0.0291379
threshold=0.35004500000000011 1.0000000180025095e-35 -0.016844999999999995 -0.23394499999999999 -0.092109999999999984 0.10085000000000001 0.087005000000000013 -0.021044999999999998 -0.082199999999999981 -0.0035149999999999995 0.11440000000000002 -0.23899999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 -6 10 -10 -11
right_child=-2 -3 3 4 8 -7 -8 -9 9 11 -12 -13
leaf_value=0.0075588058221124754 -0.0029356225084989688 -0.0019369958067578473 0.0060168739411144501 -0.0040544480351207193 0.0069256309353619332 -0.0066176899189089745 0.0069082007849584452 0.0023451613079168393 0.0038397499747956465 0.0051634390125258308 -0.00014983589363875581 0.0011728623964262688
leaf_weight=53 74 66 97 71 95 81 72 213 1086 56 192 758
leaf_count=53 74 66 97 71 95 81 72 213 1086 56 192 758
internal_value=0 0.00246906 0.00257454 0.00247679 0.00234524 0.000391795 0.0019917 0.000738933 0.00273476 0.00254358 0.00323897 0.00144961
internal_weight=0 2840 2774 2721 2624 437 356 284 2187 2092 1278 814
internal_count=2914 2840 2774 2721 2624 437 356 284 2187 2092 1278 814
is_linear=0
shrinkage=0.16829


Tree=9774
num_leaves=20
num_cat=0
split_feature=4 2 123 2 2 3 3 11 0 3 13 2 4 12 0 0 14 4 0
split_gain=5.11577 1.79297 0.994604 0.49049 0.413297 0.264391 0.247692 0.211234 0.210039 0.249257 0.206966 0.162473 0.220924 0.134649 0.112915 0.105011 0.12704 0.0973109 0.0241549
threshold=0.31392000000000003 0.11917500000000002 0.080635000000000012 0.153865 -0.007134999999999999 -0.13827999999999999 0.11500500000000001 1.0000000180025095e-35 -0.10071499999999999 -0.12077499999999998 -0.073514999999999983 0.088135000000000005 0.010535000000000001 0.092085000000000014 -0.079794999999999991 -0.18240499999999996 -0.40567999999999999 0.55074000000000012 -0.14534499999999997
decision_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 10 -4 -2 7 8 11 -10 -3 18 -13 -11 -9 -7 -17 -18 -1
right_child=5 3 4 -5 -6 15 -8 14 9 13 -12 12 -14 -15 -16 16 17 -19 -20
leaf_value=0.00076569442480809585 0.00039856131823719622 0.00029091297020425076 0.0001748119100214627 9.1087808126460922e-05 0.00055678458501651575 0.00027602291095897916 0.00048860278205745979 0.0009106671070467985 0.00049641200055195876 0.00073982101353842601 0.00055172649359899739 0.0003866352595314942 0.00063875823493997222 0.00067745845584321423 0.00073400060890454826 0.00023518325624222831 -4.9607524857295695e-05 0.00014147345196474734 0.00065848786972802964
leaf_weight=54 62 52 52 54 77 60 59 82 58 1132 95 61 104 595 83 63 55 61 55
leaf_count=54 62 52 52 54 77 60 59 82 58 1132 95 61 104 595 83 63 55 61 55
internal_value=0 0.00066065 0.000685618 0.000360849 0.000403084 0.000206182 0.000701567 0.000707201 0.000697984 0.000711164 0.000459706 0.000611991 0.000545763 0.000718356 0.000822012 0.000156128 0.000115743 5.0571e-05 0.000711923
internal_weight=0 2613 2412 201 129 301 2283 2224 2059 1785 147 274 165 1727 165 239 179 116 109
internal_count=2914 2613 2412 201 129 301 2283 2224 2059 1785 147 274 165 1727 165 239 179 116 109
is_linear=0
shrinkage=0.0032998


Tree=9775
num_leaves=23
num_cat=0
split_feature=1 3 4 12 1 1 1 49 14 475 4 0 3 0 0 52 49 0 3 0 49 1
split_gain=5.35324 1.00706 0.616346 0.324996 0.274575 0.260883 0.177034 0.23863 0.174067 0.183736 0.172594 0.139616 0.136232 0.118353 0.106729 0.135086 0.145058 0.0966099 0.0931444 0.111017 0.0758606 0.0363917
threshold=0.10932500000000002 -0.049204999999999992 0.31392000000000003 0.056995000000000011 0.095085000000000017 0.13612500000000002 0.076160000000000019 -1.0000000180025095e-35 0.073890000000000011 -0.09688999999999999 0.41377500000000006 -0.057749999999999989 -0.0070649999999999992 -0.072374999999999981 -0.075914999999999996 -0.50196499999999988 0.082820000000000019 -0.10934999999999999 0.12955000000000003 -0.074679999999999983 0.09721500000000001 0.12040000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 6 18 -1 -8 9 -5 21 -7 -6 -9 17 -16 -17 -11 19 -3 -19 -2
right_child=1 5 -4 8 12 11 7 13 -10 14 -12 -13 -14 -15 15 16 -18 20 -20 -21 -22 -23
leaf_value=0.00058625112157842363 0.00068409946605887744 0.00020270720229354565 0.00038531953555498373 0.0009201661883639382 0.0004009820685879124 0.00024145991351047462 0.00059751388531890687 0.00094239410655312043 0.00091617591547835651 0.00064540991760481917 0.00041033544277799109 3.616006012131463e-05 0.00062088260046510939 0.00073180295670296992 0.00081784853391447441 0.00069547733914782387 0.0005226439308890883 0.00076657498881019324 0.00043126087821746553 0.00038976522189552212 0.00067108874103131478 0.00056321085269985178
leaf_weight=96 70 81 58 63 60 84 64 68 67 92 57 64 66 55 79 311 66 1186 72 62 105 53
leaf_count=96 70 81 58 63 60 84 64 68 67 92 57 64 66 55 79 311 66 1186 72 62 105 53
internal_value=0 0.000360231 0.000722695 0.000730908 0.000645639 0.000259982 0.000703034 0.000762798 0.000748603 0.000742681 0.000562204 0.00015292 0.000516448 0.000848514 0.000736582 0.000691817 0.000665313 0.000751316 0.000333516 0.000284056 0.000758836 0.000632296
internal_weight=0 543 2436 2378 409 363 283 187 1969 1902 180 148 126 123 1839 456 377 1383 215 143 1291 123
internal_count=2979 543 2436 2378 409 363 283 187 1969 1902 180 148 126 123 1839 456 377 1383 215 143 1291 123
is_linear=0
shrinkage=0.0032998


Tree=9776
num_leaves=22
num_cat=0
split_feature=1374 2 16 3 10 0 160 4 2 4 16 42 2 160 151 13 2 2 403 1213 42
split_gain=0.113392 0.083367 0.0683064 0.145738 0.109117 0.092927 0.197811 0.0640899 0.0630578 0.0985227 0.0621937 0.0720378 0.0599855 0.05367 0.0568074 0.0449794 0.0388135 0.0331175 0.0298199 0.0261797 0.0387163
threshold=0.088460000000000011 0.13631000000000001 -0.074904999999999985 0.11391500000000002 -0.008564999999999998 -0.097774999999999987 -0.075689999999999993 -0.5109999999999999 0.087635000000000005 -0.082619999999999985 -0.15693499999999996 0.095935000000000006 0.084195000000000006 -0.092954999999999996 -0.03268999999999999 -0.0066549999999999986 0.11043500000000002 0.084725000000000009 0.088825000000000015 -0.025929999999999998 -0.019989999999999997
decision_type=2 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 -6 -7 15 -10 -3 -12 -9 -11 -15 18 -16 -17 19 -1 -21
right_child=-2 10 3 -5 5 7 -8 12 9 13 11 -13 -14 14 16 17 -18 -19 -20 20 -22
leaf_value=0.0070254144872655671 0.0096283505827526959 0.0030475269854627744 0.009985774775322755 -0.0059758854040394991 -0.0022137821184516444 -0.0039689172078538762 0.010456744480684966 0.00018222044455531845 0.010850150117110333 0.0078171912751234772 -0.0060233194183405003 0.0020226110637234086 0.0027996706027476666 -0.00068576730050468623 0.0033939728051971159 -0.0015031574981766763 0.0079408498384085941 0.0029658583831422801 0.00030107410774358236 0.0075167872826977433 0.0026819004884349501
leaf_weight=74 68 84 53 60 53 54 101 368 75 98 79 52 770 77 247 103 69 86 68 57 283
leaf_count=74 68 84 53 60 53 54 101 368 75 98 79 52 770 77 247 103 69 86 68 57 283
internal_value=0 0.0026654 0.00291983 0.00213706 0.00248629 0.00218966 0.00608444 0.00168497 0.00384162 0.00515347 -0.000516656 -0.0028158 0.00195483 0.00427965 0.00339294 0.00273236 0.00439249 0.000520857 0.00359581 0.00413263 0.00349774
internal_weight=0 2911 2696 1459 1399 1346 154 1192 1237 566 215 131 1138 491 393 671 316 189 482 414 340
internal_count=2979 2911 2696 1459 1399 1346 154 1192 1237 566 215 131 1138 491 393 671 316 189 482 414 340
is_linear=0
shrinkage=0.16829


Tree=9777
num_leaves=15
num_cat=0
split_feature=1 49 41 41 1 12 12 12 160 3 13 479 157 49
split_gain=0.0753854 0.0768786 0.0614836 0.0967501 0.0834693 0.119907 0.0600797 0.0565848 0.104971 0.0534789 0.10988 0.0455865 0.0451149 0.0453211
threshold=0.13699000000000003 -0.15302999999999997 0.085175000000000015 0.077915000000000012 0.095085000000000017 -0.0066799999999999993 -0.095319999999999988 0.083815000000000014 -0.017574999999999997 -0.012814999999999998 -0.11210999999999999 0.080360000000000015 -0.066269999999999982 -0.078789999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 -6 8 -7 -2 -11 -9 -8 -14
right_child=9 2 -4 -5 6 7 12 11 -10 10 -12 -13 13 -15
leaf_value=0.0077793964338947006 0.0033518039169506092 0.0089252568238182735 0.0067704561941550881 -0.0049137955215241098 -0.0047470838611167925 0.0040445408653667541 -0.0025114558928996788 0.0032144007712083277 -0.0026675167846643647 0.0014597362862205467 -0.0088657412947156043 -0.0015321728290833548 -0.0027851000307595594 0.0023614698874362934
leaf_weight=78 53 91 89 52 52 121 79 1538 145 66 52 59 54 450
leaf_count=78 53 91 89 52 52 121 79 1538 145 66 52 59 54 450
internal_value=0 0.00255955 0.00240975 0.00226212 0.00240694 0.00295197 0.000726965 0.00265923 0.000378958 -0.00107273 -0.00307525 0.00303792 0.0012183 0.00180649
internal_weight=0 2808 2730 2641 2589 1954 635 1863 266 171 118 1597 583 504
internal_count=2979 2808 2730 2641 2589 1954 635 1863 266 171 118 1597 583 504
is_linear=0
shrinkage=0.16829


Tree=9778
num_leaves=32
num_cat=0
split_feature=12 15 12 3 3 15 14 0 12 12 42 14 13 16 3 13 133 16 15 15 39 15 0 483 0 3 12 12 3 0 15
split_gain=1.891 0.718656 0.48769 0.346657 0.3666 0.315973 0.262007 0.246196 0.239399 0.20414 0.182321 0.158774 0.147025 0.133869 0.108234 0.117358 0.099494 0.114456 0.123031 0.0878996 0.085906 0.200579 0.0586268 0.0548479 0.0473937 0.0980209 0.0876676 0.0432217 0.0268284 0.0147797 0.0287863
threshold=0.078120000000000009 -0.26361999999999991 0.14472000000000004 0.10856000000000002 0.076825000000000018 -1.0000000180025095e-35 0.056865000000000006 -0.068189999999999987 -0.096004999999999993 0.09696500000000001 -0.027559999999999998 -0.10523499999999998 -0.0069149999999999993 -0.076439999999999994 -0.072069999999999981 -0.069874999999999979 0.083645000000000011 0.31625000000000009 0.039965000000000007 -0.018024999999999996 0.0047850000000000011 -0.088954999999999992 -0.11214999999999999 -0.014874999999999998 -0.086274999999999977 -0.080349999999999991 0.091625000000000012 0.10119000000000002 -0.085324999999999984 -0.072529999999999983 -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 2 2 2
left_child=1 8 6 4 7 -6 9 20 -1 13 29 -10 -9 22 15 -12 17 18 -15 -5 -3 -22 -2 -18 25 -24 -26 -17 -25 30 -11
right_child=2 3 -4 19 5 -7 -8 12 11 10 14 -13 -14 16 -16 27 23 -19 -20 -21 21 -23 24 28 26 -27 -28 -29 -30 -31 -32
leaf_value=-3.0881818647193788e-05 0.00047678843654215948 0.00054585428588488881 0.0002454039248525544 0.00032577059757087664 0.00043900420324815149 0.00074937516671451582 0.00072514075050811452 0.00037418449051838357 0.00035562247079194009 0.00050860266518338985 0.00022283267875760856 0.00013021047520246249 0.00014375624328865689 0.00039985474919388569 0.00049198868115457063 0.00048328654414711325 0.00064078342862451698 0.00059849908183689994 0.00052584562909104438 0.00017055124072644972 0.00050924286728707031 0.00023857959285115079 0.00065681458192620734 0.00049451763416217826 0.00053250137011528966 0.00051116740972190558 0.00065131942423485377 0.00034959591127385186 0.00055967589027262454 0.00049552721291123774 0.00061014028296379672
leaf_weight=52 62 66 67 98 83 64 75 60 62 67 52 77 62 202 103 54 68 74 151 69 72 52 208 127 290 70 93 58 200 71 70
leaf_count=52 62 66 67 98 83 64 75 60 62 67 52 77 62 202 103 54 68 74 151 69 72 52 208 127 290 70 93 58 200 71 70
internal_value=0 0.000337012 0.000523513 0.00039111 0.000438063 0.000574371 0.00053239 0.000373727 0.000159523 0.000525216 0.000464876 0.000231007 0.00025737 0.000543744 0.000407273 0.000353852 0.000514538 0.000478999 0.000453849 0.000261849 0.000448255 0.000396023 0.0005769 0.000552867 0.000586237 0.000620268 0.000561445 0.000414368 0.000534478 0.000538649 0.00056074
internal_weight=0 817 2162 626 459 147 2095 312 191 2020 475 139 122 1545 267 164 822 427 353 167 190 124 723 395 661 278 383 112 327 208 137
internal_count=2979 817 2162 626 459 147 2095 312 191 2020 475 139 122 1545 267 164 822 427 353 167 190 124 723 395 661 278 383 112 327 208 137
is_linear=0
shrinkage=0.0032998


Tree=9779
num_leaves=18
num_cat=0
split_feature=15 3 123 14 12 0 3 3 16 42 12 16 0 0 133 0 3
split_gain=4.37843 2.6829 1.06195 0.62141 0.537749 0.413721 0.580232 0.354085 0.663124 0.331439 0.308049 0.189987 0.147121 0.140297 0.131011 0.0920904 0.0691938
threshold=-0.26361999999999991 0.10856000000000002 1.0000000180025095e-35 0.073890000000000011 0.13642500000000005 -0.17127999999999996 0.28833000000000003 -0.12711499999999995 0.066010000000000013 0.089525000000000007 -0.096004999999999993 -0.076029999999999986 -0.14104999999999998 -0.095724999999999991 0.087455000000000019 -0.037444999999999992 -0.15327499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 7 -3 -7 8 16 12 -1 -11 -9 -12 -4 -15 -2
right_child=1 5 14 -5 -6 6 -8 9 -10 11 13 -13 -14 15 -16 -17 -18
leaf_value=-1.59404026629752e-06 0.00033716783601769261 6.2791815533837445e-05 0.00052837540779305072 0.0010032786357360439 0.00039567593579918533 0.00062756847461717716 0.00020298048316929587 0.00065214176938600918 0.00080888595086883697 0.00076386072723992138 0.00042936957259864257 0.00063690777515109634 0.00078251459426346526 0.00014674559458753629 0.00032829199677116586 0.0003239888950094718 0.00050752442823385124
leaf_weight=52 53 52 101 92 53 68 73 105 90 198 53 390 1356 72 57 59 55
leaf_count=52 53 52 101 92 53 68 73 105 90 198 53 390 1356 72 57 59 55
internal_value=0 0.000690614 0.000719016 0.000736347 0.000725654 0.00031517 0.000407996 0.000733421 0.000599262 0.000746368 0.000221991 0.000679717 0.000773169 0.00028537 0.000456416 0.000226842 0.00042425
internal_weight=0 2743 2550 2392 2300 193 141 2247 198 2049 236 588 1461 184 158 131 108
internal_count=2979 2743 2550 2392 2300 193 141 2247 198 2049 236 588 1461 184 158 131 108
is_linear=0
shrinkage=0.0032998


Tree=9780
num_leaves=17
num_cat=0
split_feature=4 402 402 403 11 2 3 3 0 1 42 3 1 2 2 0
split_gain=0.114639 0.088594 0.175307 0.156438 0.105508 0.112612 0.0899055 0.0903092 0.0911858 0.0688821 0.0580873 0.0791009 0.0375178 0.0233032 0.0144838 0.0124072
threshold=0.31392000000000003 0.090075000000000002 0.08406000000000001 -0.15498499999999996 1.0000000180025095e-35 -0.018734999999999998 0.28833000000000003 0.12955000000000003 -0.10594499999999998 0.090485000000000024 0.088805000000000009 0.110335 0.11849500000000002 0.084275000000000003 0.11657500000000001 -0.081994999999999985
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 -7 -6 11 12 -2 -5 -13 -15
right_child=10 3 -4 13 9 6 -8 -9 -10 -11 -12 14 -14 15 -16 -17
leaf_value=-0.0040456743072825258 0.0077468395671855235 0.014278128498335863 -0.0055302794921867401 0.0061732883867723779 0.010608252736004194 -8.8723103622520921e-05 -0.0034948266038409333 0.0097267827063748195 0.0033077754409571599 0.0037224167462638113 -0.0036734088527524134 5.2324494428937417e-05 0.0013358466862555983 0.00040993017295465269 -0.0036952937047314877 0.0039533634966047344
leaf_weight=69 52 52 71 74 80 257 61 56 1684 87 102 56 53 54 59 61
leaf_count=69 52 52 71 74 80 257 61 56 1684 87 102 56 53 54 59 61
internal_value=0 0.00301139 0.00269679 0.00609115 0.00295221 0.00263106 0.00285579 0.00305067 0.00285713 0.00703178 -0.000349538 0.00118336 0.00452793 0.00382914 -0.00185474 0.00230511
internal_weight=0 2606 2365 241 2294 2127 2058 1997 1941 167 322 220 105 189 115 115
internal_count=2928 2606 2365 241 2294 2127 2058 1997 1941 167 322 220 105 189 115 115
is_linear=0
shrinkage=0.16829


Tree=9781
num_leaves=31
num_cat=0
split_feature=1 12 1 1 0 1 16 1 150 12 11 0 42 16 12 52 16 1 0 52 42 52 52 159 16 12 0 0 52 1
split_gain=5.98999 1.39381 0.81729 0.494643 0.642338 0.44309 0.156115 0.139115 0.141379 0.134633 0.179003 0.214397 0.107591 0.103719 0.103485 0.100165 0.0856317 0.0592759 0.0454372 0.0423684 0.0423466 0.0658633 0.0782426 0.0640203 0.0597233 0.0247116 0.0220037 0.0159677 0.0142341 0.00887828
threshold=0.10398500000000001 0.085075000000000026 0.13130500000000003 0.092395000000000019 -0.098429999999999976 0.13486500000000004 0.033280000000000011 0.10932500000000002 0.084800000000000014 0.094545000000000018 1.0000000180025095e-35 -0.10934999999999999 -1.0000000180025095e-35 -0.097664999999999988 0.083335000000000006 -1.0000000180025095e-35 -0.085264999999999994 0.11980500000000001 -0.079394999999999979 0.037045000000000002 -0.091889999999999986 0.088595000000000021 0.008405000000000001 -0.023859999999999996 -0.077189999999999995 0.096780000000000019 -0.061204999999999989 -0.074249999999999997 0.087580000000000005 0.095640000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 13 9 -5 6 7 -2 17 10 11 15 27 -3 -6 -1 -7 -9 -14 29 24 22 -22 -23 -13 -15 -20 28 -11 -16
right_child=1 2 -4 4 14 16 -8 8 -10 12 -12 20 18 25 19 -17 -18 -19 26 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00060364257542807665 0.00050588440939771913 0.0006263181613221509 0.00031104663138266522 0.0004183875826152438 0.00062899684531250537 0.00010806885020160569 0.00056201414829628823 0.00045540565251693364 0.00019358905216775146 0.00080452939685423438 0.00097948955977828411 0.00082823316096900055 0.00061995596969029176 0.00086389324849455254 0.00080048304345045 0.00077475193020522877 0.00026973480010900904 0.00030411849192159767 0.00077500074114769668 0.00071874227597408492 0.00083779211954919798 0.00088310415229371562 0.00091675747126447203 0.00076382747296912081 0.00068311732686438767 0.00076202673438158708 0.00068853840885051035 0.00077097420592187895 0.00088836638609232806 0.00087314027697124423
leaf_weight=67 60 52 61 82 52 80 56 66 63 70 82 94 55 54 58 93 66 53 85 53 672 71 187 208 52 75 72 75 54 60
leaf_count=67 60 52 61 82 52 80 56 66 63 70 82 94 55 54 58 93 66 53 85 53 672 71 187 208 52 75 72 75 54 60
internal_value=0 0.000440732 0.000642357 0.000793243 0.00066907 0.000330758 0.000403819 0.000367066 0.000321108 0.000812777 0.000827312 0.000818646 0.000758724 0.000753819 0.000761091 0.00070332 0.000181392 0.000388322 0.000705745 0.000801054 0.00083299 0.000840169 0.000855023 0.000794307 0.000776789 0.000804942 0.000735574 0.000814987 0.000841323 0.000837726
internal_weight=0 686 242 2242 305 444 298 242 182 1937 1526 1444 411 181 223 160 146 119 212 171 1284 1138 859 279 146 129 157 199 124 118
internal_count=2928 686 242 2242 305 444 298 242 182 1937 1526 1444 411 181 223 160 146 119 212 171 1284 1138 859 279 146 129 157 199 124 118
is_linear=0
shrinkage=0.0032998


Tree=9782
num_leaves=31
num_cat=0
split_feature=3 2 2 3 43 148 0 43 49 2 157 2 3 39 3 3 12 3 43 0 12 12 1212 43 3 130 0 0 133 0
split_gain=8.58885 3.10558 1.49483 1.33951 1.02928 0.685564 0.58104 0.50188 0.489078 0.426801 0.382775 0.369245 0.439965 0.359968 0.281227 0.197406 0.145107 0.254951 0.202906 0.179382 0.155073 0.125116 0.108348 0.106176 0.0995592 0.0957756 0.0705281 0.0660779 0.0622299 0.04034
threshold=-0.065134999999999985 0.14870000000000003 0.097005000000000022 0.28833000000000003 -0.041049999999999996 -1.0000000180025095e-35 -0.14164999999999997 -0.116045 -0.013329999999999998 0.17990500000000001 -0.019179999999999999 0.11366500000000002 -0.097199999999999995 0.086400000000000018 -0.13827999999999999 0.11500500000000001 0.092855000000000007 -0.14088999999999999 -0.0005399999999999999 -0.060094999999999989 0.085945000000000008 -1.0000000180025095e-35 0.091140000000000013 -0.04133499999999999 -0.012814999999999998 0.08512500000000002 -0.082494999999999985 -0.086554999999999979 0.091785000000000019 -0.076734999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 4 7 -6 -1 -2 -4 -3 -7 14 -13 -9 -10 21 17 -8 22 25 -20 -12 23 -19 -15 27 -22 -18 -16 -29
right_child=1 9 8 -5 5 10 16 13 11 -11 15 12 -14 24 28 -17 19 18 20 -21 26 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0014314175939576356 0.00090868750714950439 0.00036195686754631075 0.00059162265201267951 0.00035826164869296752 0.00054413710765177463 0.001166244941503531 0.001339134106277733 0.00072500826711657535 0.0011859773665008177 -5.066331558592914e-05 0.00082551504816709463 0.00055673561449800103 0.00095621795022167065 0.00055203371342634107 0.00099088101054612093 0.00074482287936630484 0.00093941089950636805 0.00111622773603959 0.00086239056441563119 0.00086412397010534128 0.0011420432863794567 0.00099457279181565839 0.0010000887597225478 0.0011981117130316259 0.00035919850157933636 0.0012094445608382015 0.00098950849518336745 0.0011261493401994876 0.00085107039857950306 0.0010342735500281583
leaf_weight=62 60 56 52 83 52 73 58 89 73 53 71 52 73 55 96 72 52 552 55 52 79 169 66 277 66 53 67 110 63 137
leaf_count=62 60 56 52 83 52 73 58 89 73 53 71 52 73 55 96 72 52 552 55 52 79 169 66 277 66 53 67 110 63 137
internal_value=0 0.000683544 0.00107114 0.000755597 0.000802193 0.000901358 0.00111623 0.000641562 0.000892452 0.000161002 0.000949515 0.000936172 0.000790315 0.000565072 0.00101461 0.000898693 0.00110366 0.00112294 0.00111147 0.00104851 0.00101503 0.000944707 0.00113308 0.00114363 0.000447142 0.00107565 0.00107229 0.00105181 0.000935706 0.00107533
internal_weight=0 899 2029 790 707 437 1620 270 409 109 385 357 125 210 232 312 1558 1154 1096 404 201 240 895 829 121 352 146 299 159 247
internal_count=2928 899 2029 790 707 437 1620 270 409 109 385 357 125 210 232 312 1558 1154 1096 404 201 240 895 829 121 352 146 299 159 247
is_linear=0
shrinkage=0.0032998


Tree=9783
num_leaves=15
num_cat=0
split_feature=4 15 3 15 49 42 3 40 457 0 4 0 15 49
split_gain=0.132828 0.116481 0.0807897 0.0745359 0.0691923 0.0625217 0.055593 0.0575744 0.0569649 0.0619075 0.0858705 0.082716 0.156503 0.0780764
threshold=0.31392000000000003 -0.45775499999999997 0.28833000000000003 -0.26361999999999991 -0.045154999999999994 0.086375000000000021 0.12955000000000003 -0.085354999999999986 0.11129500000000002 -0.14920999999999998 0.0048200000000000005 -0.10594499999999998 -0.11124499999999998 0.13087000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 -3 -5 -2 7 -1 9 10 -9 12 -11 -13
right_child=1 3 -4 4 -6 -7 -8 8 -10 11 -12 13 -14 -15
leaf_value=-0.0010091841972452483 0.0073814248668641735 -0.0064144324394160551 -0.0019582619590141933 -0.0040980549048922708 0.004319264597548304 1.8567643660270957e-05 0.0092514231433164749 0.0044111424151328758 -0.0013867788193148169 0.0071070204733124399 0.012878444189851313 0.0044185298520568626 -0.0036095571079753962 -0.0016249105986509227
leaf_weight=65 73 78 65 52 59 60 57 94 53 61 54 1990 105 62
leaf_count=65 73 78 65 52 59 60 57 94 53 61 54 1990 105 62
internal_value=0 0.000252702 0.00388177 -0.00242639 0.00035983 0.00407334 0.00403187 0.00391137 0.00404433 0.00416675 0.0075127 0.00394268 0.00031764 0.00423506
internal_weight=0 322 2606 189 111 133 2541 2484 2419 2366 148 2218 166 2052
internal_count=2928 322 2606 189 111 133 2541 2484 2419 2366 148 2218 166 2052
is_linear=0
shrinkage=0.16829


Tree=9784
num_leaves=17
num_cat=0
split_feature=2 148 0 49 401 4 4 52 15 15 43 0 0 401 4 157
split_gain=0.0936468 0.0827363 0.0942124 0.0662444 0.051388 0.203955 0.0735941 0.0943819 0.0727743 0.205333 0.104584 0.0604373 0.0767205 0.0566387 0.0295613 0.0150929
threshold=0.25063000000000007 -0.043434999999999994 -0.098064999999999986 0.15665000000000004 0.080265000000000017 -0.083524999999999974 -0.37626499999999991 -0.014264999999999998 1.0000000180025095e-35 -1.0000000180025095e-35 -0.23287499999999997 -0.10028499999999999 -0.088594999999999993 0.094540000000000013 -0.074729999999999977 -0.022224999999999998
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 15 9 10 -8 -10 -13 -7 -15 -3
right_child=-2 3 -4 -5 5 13 8 -9 11 -11 -12 12 -14 14 -16 -17
leaf_value=-0.0050886020128777885 -0.0037260544656607698 0.0062747733833240955 0.0032636357919068122 -0.0020420790273831708 -0.0082964743520060526 0.0076186792831392999 0.010453504699207753 0.012067546593759715 0.0085913910615105366 -0.0049482236843104528 0.0027945514626725289 -0.0021269091335296363 0.0044776538735252346 0.0041758238287940555 -0.00079482249840340463 0.0025994649570080753
leaf_weight=74 59 57 79 65 52 65 53 64 93 96 1161 53 745 64 71 77
leaf_count=74 59 57 79 65 52 65 53 64 93 96 1161 53 745 64 71 77
internal_value=0 0.00303391 -0.000764266 0.00324854 0.00337893 0.00108262 0.0036194 0.00673605 0.00333821 0.00253701 0.0031304 0.00451417 0.00403675 0.00353017 0.00154832 0.00417625
internal_weight=0 2869 153 2716 2651 252 2399 198 2201 1310 1214 891 798 200 135 134
internal_count=2928 2869 153 2716 2651 252 2399 198 2201 1310 1214 891 798 200 135 134
is_linear=0
shrinkage=0.16829


Tree=9785
num_leaves=30
num_cat=0
split_feature=4 3 150 4 16 4 4 3 157 51 16 133 16 16 3 16 16 12 12 12 3 16 3 16 403 133 484 3 4
split_gain=2.92038 1.48083 0.546299 0.332947 0.237608 0.192725 0.180289 0.1674 0.204193 0.140061 0.137404 0.112221 0.0969548 0.0946366 0.162667 0.0865127 0.0828813 0.079657 0.0637606 0.0528512 0.0487575 0.0457139 0.0401247 0.0390094 0.0378246 0.0662739 0.0487141 0.0122056 0.0043579
threshold=0.31392000000000003 -0.066229999999999997 0.093625000000000014 -0.39175499999999991 -0.014129999999999998 -0.020284999999999994 0.0049450000000000006 -0.093419999999999989 -0.055684999999999991 0.088940000000000005 -0.53342999999999996 0.024980000000000006 -0.25397999999999993 -0.15693499999999996 -0.080564999999999984 -0.49353499999999995 -1.0000000180025095e-35 0.083610000000000004 0.084130000000000024 0.085005000000000011 -0.0091399999999999988 0.23599500000000004 -0.10859999999999999 -0.116045 -0.024654999999999996 -0.021469999999999996 -0.0027299999999999994 -0.082234999999999989 0.058025000000000007
decision_type=2 2 2 2 2 2 2 2 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 9 -6 7 8 -1 20 -2 19 15 27 -15 -12 -7 -9 -19 -10 -5 -21 -13 -22 25 -20 -26 -8 -16
right_child=10 2 -4 4 5 16 13 17 11 -11 12 22 -14 14 28 -17 -18 18 24 21 23 -23 -24 -25 26 -27 -28 -29 -30
leaf_value=0.00042890529889899745 0.00037610558749179431 0.00068297048064581338 0.00019486750107874698 0.00052145512422953951 0.00024737388266797051 0.00035729302049445841 0.00069107620440437537 0.00080234861481962429 0.00049427117585978801 0.0004197523677798932 0.0002630281723041653 0.0007742648922667596 0.00031591198644465468 0.0003966817032339965 0.00057424499010286841 9.8752186305684888e-05 0.00053325304213576821 0.00058511685553029927 0.00081062434724683146 0.00066753180190404053 0.00056082627792900777 0.00054655109802463414 0.00064522623936449875 0.00069449171068760337 0.00072447279214939045 0.00069049134877062826 0.00065412797713756954 0.00060968702129207491 0.00063093478046470555
leaf_weight=63 94 94 71 99 76 52 55 60 52 93 64 67 82 68 55 79 72 84 64 94 53 61 52 52 145 325 598 53 57
leaf_count=63 94 94 71 99 76 52 55 60 52 93 64 67 82 68 55 79 72 84 64 94 53 61 52 52 145 325 598 53 57
internal_value=0 0.000604232 0.000469168 0.000502061 0.000467774 0.000379222 0.000649996 0.000663317 0.000602608 0.000527286 0.000269591 0.000636068 0.000224935 0.000572863 0.000525509 0.000172521 0.000459747 0.000681798 0.00067582 0.000588696 0.000576137 0.000620147 0.000718174 0.000627358 0.00068252 0.000710347 0.000667904 0.000651461 0.000603411
internal_weight=0 2615 662 591 497 200 1953 1665 389 297 319 326 225 288 180 143 124 1276 1216 207 204 155 119 105 1132 389 743 108 112
internal_count=2934 2615 662 591 497 200 1953 1665 389 297 319 326 225 288 180 143 124 1276 1216 207 204 155 119 105 1132 389 743 108 112
is_linear=0
shrinkage=0.0032998


Tree=9786
num_leaves=24
num_cat=0
split_feature=4 3 10 150 4 0 43 15 15 15 15 4 4 4 160 41 2 3 0 1447 43 1212 4
split_gain=8.25918 3.13464 0.962956 0.811207 0.529203 0.504903 0.427921 0.405502 0.479216 0.94777 0.292121 0.658537 0.198035 0.183967 0.159723 0.147421 0.140913 0.257627 0.113675 0.109241 0.0843444 0.0672746 0.0524823
threshold=0.31392000000000003 -0.063264999999999988 -1.0000000180025095e-35 0.094545000000000018 -0.39175499999999991 -0.045139999999999993 -0.013934999999999998 -0.14585999999999996 0.0047550000000000005 -0.020389999999999995 -0.43091499999999999 0.42118000000000005 0.0049450000000000006 0.51367000000000018 -0.060659999999999992 1.0000000180025095e-35 0.090215000000000004 -0.096099999999999977 -0.11073999999999999 -0.085804999999999979 -0.0039049999999999992 0.092360000000000012 0.056815000000000011
decision_type=2 2 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 12 -7 -6 9 -9 13 -12 15 -2 -14 16 19 -18 -16 -1 -19 -21 -20
right_child=10 2 3 -5 7 6 -8 8 -10 -11 11 -13 14 -15 18 -17 17 20 22 21 -22 -23 -24
leaf_value=0.0010721473431719063 0.00079087777638155794 0.00053862993296494098 0.0012315995907725792 0.00058444154492381484 0.0012110905611693332 0.00076821101148705738 0.0011262362006204351 0.00092470055471927028 0.0011129459036509218 0.00042593621388650987 0.00062515478910545074 0.00020711705600053214 0.00098055122248788258 0.00055109235759908575 0.0012871667564459536 0.0013678858090487823 0.0009126544840759687 0.0012051279411852904 0.0010144292536446531 0.0012226119290207672 0.0010861315836458404 0.0011308067806400997 0.0011522688059391957
leaf_weight=68 57 74 81 62 52 63 89 211 85 52 93 74 92 95 52 53 53 208 54 958 107 108 93
leaf_count=68 57 74 81 62 52 63 89 211 85 52 93 74 92 95 52 53 53 208 54 958 107 108 93
internal_value=0 0.00109871 0.000892873 0.000941084 0.000986982 0.00116225 0.000978076 0.000937358 0.000896354 0.00082622 0.000536068 0.000440127 0.0011774 0.000641244 0.00109687 0.00119245 0.00118623 0.0011286 0.00115047 0.00120491 0.00116482 0.00121334 0.00110187
internal_weight=0 2615 617 543 481 1998 152 400 348 263 319 167 1846 152 291 1555 1502 368 199 1134 315 1066 147
internal_count=2934 2615 617 543 481 1998 152 400 348 263 319 167 1846 152 291 1555 1502 368 199 1134 315 1066 147
is_linear=0
shrinkage=0.0032998


Tree=9787
num_leaves=24
num_cat=0
split_feature=15 3 0 15 0 2 12 1 1209 15 1456 3 3 1456 1 43 151 0 159 12 43 3 2
split_gain=0.225658 0.13763 0.148933 0.143479 0.122652 0.099156 0.0809711 0.103897 0.0746704 0.0819479 0.0678958 0.0557491 0.0538023 0.0507188 0.0646001 0.0753049 0.0319194 0.0434328 0.031098 0.0304551 0.0258159 0.0195357 0.00847458
threshold=0.13592500000000005 -0.027864999999999997 -0.042499999999999989 -0.020389999999999995 0.044695000000000006 0.10573500000000001 -0.14392999999999997 0.11338500000000001 1.0000000180025095e-35 0.084735000000000019 -0.16130999999999998 0.10514500000000002 0.10021000000000001 0.086455000000000018 0.11181500000000001 -0.0058299999999999992 -0.06189999999999999 -0.14720499999999997 -0.064994999999999983 -0.081654999999999991 -0.037954999999999996 0.12955000000000003 0.11657500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 6 12 -4 -3 11 10 -10 -1 16 -5 14 15 -12 -8 -18 -15 -9 -11 -21 -7
right_child=-2 3 5 4 -6 22 7 19 9 20 13 -13 -14 18 -16 -17 17 -19 -20 21 -22 -23 -24
leaf_value=-0.00085382913628960489 -0.0050786586274637032 0.0080357375185926266 -0.0038732502623271396 -0.0026498149181614509 0.0033723804688634063 0.0050335438701221719 0.005707777039239823 0.0020569760340607797 -0.0043040691709546079 0.0061049622796805906 0.0058419555735455117 0.008969405561452936 -0.010070060134180306 -0.0012964086426433959 0.0095659909129690648 0.0032962268891906662 -0.0022111376060600066 0.0041655978095114102 0.0042973871960991618 -0.0049625720892912074 0.00093533111964278414 -0.00066749088599355128 0.0019170195366626523
leaf_weight=56 90 72 103 61 59 52 69 57 53 60 1056 54 52 54 96 484 57 64 58 56 52 67 52
leaf_count=56 90 72 103 61 59 52 69 57 53 60 1056 54 52 54 96 484 57 64 58 56 52 67 52
internal_value=0 0.0034727 0.00412175 0.00135574 -0.00282739 -0.000163876 0.00280996 0.00191832 0.00457321 0.00113224 0.00488694 0.00418256 -0.00608034 0.00507188 0.00530954 0.00504304 0.00281263 0.00114683 0.00158434 -0.00114099 0.00372082 -0.00263758 0.00349256
internal_weight=0 2844 2176 668 172 207 496 424 1969 165 1804 244 113 1748 1636 1540 190 121 112 180 112 123 104
internal_count=2934 2844 2176 668 172 207 496 424 1969 165 1804 244 113 1748 1636 1540 190 121 112 180 112 123 104
is_linear=0
shrinkage=0.16829


Tree=9788
num_leaves=25
num_cat=0
split_feature=1 1 12 12 4 40 0 4 4 1 14 0 12 16 47 49 16 16 160 4 12 47 12 4
split_gain=9.51217 1.3646 1.65633 1.32499 0.506646 0.463274 0.396836 0.455024 0.323872 0.264799 0.262765 0.532509 0.270767 0.256656 0.240362 0.248576 0.226567 0.178908 0.16549 0.113804 0.0826548 0.0818455 0.0995727 0.0599859
threshold=0.10442000000000001 0.13472500000000001 0.085075000000000026 -1.0000000180025095e-35 0.0049450000000000006 -0.075219999999999981 -0.014704999999999998 -0.46195999999999998 0.24099500000000004 0.09258000000000001 0.073890000000000011 -0.11073999999999999 0.087695000000000009 0.0054050000000000009 0.077735000000000012 -1.0000000180025095e-35 -0.13895999999999997 0.0097750000000000007 -1.0000000180025095e-35 0.50541500000000006 0.082595000000000016 0.082930000000000018 -1.0000000180025095e-35 -0.015539999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 9 6 -3 10 -8 23 -1 11 -5 20 21 15 -6 -17 -14 -18 -7 -13 22 -2 -4
right_child=1 5 8 4 14 19 7 -9 -10 -11 -12 12 17 -15 -16 16 18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00065778414089733787 0.00014318978768860981 -0.00010593526152872846 0.00088593081555046705 0.00058816834875827695 0.00051271074018028099 0.00034012445926707264 0.00087030119827272731 0.00049105332603613112 0.00052378710133822075 0.00038299672810283034 0.001118858938235723 0.0010846255667629346 0.00088888360186023605 0.00051034479736261303 0.00092206646819115493 0.00087295316076140548 0.00051613134595287179 0.00076474431633380695 0.00076148100978933161 0.00014738391728338706 0.00094469707105875142 0.00037815097653745838 0.0003106200827037037 0.0007329061357699907
leaf_weight=103 78 54 73 61 59 76 87 58 59 62 59 54 704 61 71 101 52 160 75 61 581 54 79 52
leaf_count=103 78 54 73 61 59 76 87 58 59 62 59 54 704 61 71 101 52 160 75 61 581 54 79 52
internal_value=0 0.000386882 0.000484995 0.000840177 0.000862355 0.000152457 0.000885435 0.000718845 0.000726945 0.000554744 0.000900333 0.000892046 0.000904388 0.000321194 0.000748536 0.000705484 0.000755213 0.000865936 0.0006613 0.000254563 0.000956652 0.000266343 0.000227663 0.000822554
internal_weight=0 647 456 2287 2122 191 1764 145 184 165 1619 1560 1499 272 358 287 228 864 127 137 635 211 157 125
internal_count=2934 647 456 2287 2122 191 1764 145 184 165 1619 1560 1499 272 358 287 228 864 127 137 635 211 157 125
is_linear=0
shrinkage=0.0032998


Tree=9789
num_leaves=27
num_cat=0
split_feature=1 1 3 4 4 3 40 51 49 4 3 475 3 49 3 3 4 1 49 49 1 1456 475 4 49 3
split_gain=7.12118 1.20801 0.84836 0.486516 0.3031 0.278358 0.244198 0.21153 0.169116 0.147499 0.21196 0.148652 0.14148 0.133089 0.100463 0.162861 0.0979218 0.0977772 0.0881757 0.114222 0.0880315 0.0667916 0.058211 0.0414704 0.0319217 0.017067
threshold=0.10442000000000001 0.13486500000000004 -0.031895 0.046185000000000004 0.31392000000000003 -0.06533499999999999 -0.073884999999999992 -0.094454999999999983 -0.081489999999999993 -0.10701499999999999 -0.15624499999999999 -0.085684999999999997 0.14813000000000001 -1.0000000180025095e-35 0.094635000000000011 -0.0048549999999999991 0.070065000000000016 0.10970000000000001 -0.014479999999999998 0.0033550000000000003 0.088035000000000016 -0.0054299999999999991 -0.081774999999999973 -0.011209999999999999 0.091160000000000005 -0.074959999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 17 8 -3 -7 -1 10 -10 -11 -8 -5 15 20 24 -2 -4 -20 -9 23 -23 -13 -15 -18
right_child=1 6 18 13 -6 7 12 14 9 11 -12 21 -14 16 -16 -17 25 -19 19 -21 -22 22 -24 -25 -26 -27
leaf_value=0.00064488192145606697 0.00058739101490971576 -2.46245113236498e-05 0.0002618098270112583 0.00052227365173951041 0.00044023022120891117 0.00086688296229247034 0.00035885190560193354 0.00070170176923658306 0.00082874370064744594 0.00096283817117804129 0.00055081785835683775 0.00093515128581704457 0.00014104660693263583 0.0006800092774286601 0.00053406185966642448 0.00083844212509678266 0.00079526327618123819 0.00076534002956033344 0.00047597264876795029 0.00028047147675346501 0.00052659473474845253 0.00072055862366484052 0.00082028799740666936 0.00081143290063658924 0.00056106269466527092 0.00071296333566794488
leaf_weight=63 54 54 99 65 70 73 59 83 72 91 53 95 74 52 54 63 65 101 78 58 54 74 1142 52 59 77
leaf_count=63 54 54 99 65 70 73 59 83 72 91 53 95 74 52 54 63 65 101 78 58 54 74 1142 52 59 77
internal_value=0 0.00038584 0.000476789 0.000778073 0.0006218 0.0007975 0.000161925 0.000708752 0.000815152 0.000821923 0.000711185 0.000831419 0.000237932 0.00065768 0.000663166 0.000697848 0.000692329 0.000703572 0.000337799 0.000392856 0.000632939 0.000822619 0.000814248 0.000891627 0.000617103 0.000750884
internal_weight=0 647 460 2287 225 1969 187 327 1642 1579 125 1454 133 318 254 200 253 155 235 136 137 1363 1216 147 111 142
internal_count=2934 647 460 2287 225 1969 187 327 1642 1579 125 1454 133 318 254 200 253 155 235 136 137 1363 1216 147 111 142
is_linear=0
shrinkage=0.0032998


Tree=9790
num_leaves=24
num_cat=0
split_feature=3 3 2 2 13 15 39 4 49 2 4 15 49 51 0 1446 42 0 13 52 52 2 13
split_gain=0.176537 0.113265 0.126351 0.147555 0.116666 0.0861655 0.0856509 0.0760495 0.0716742 0.0639641 0.244473 0.0589412 0.0880969 0.0512563 0.0535358 0.0461481 0.0589419 0.0459165 0.0521937 0.0496979 0.044354 0.0365147 0.0330004
threshold=-0.027864999999999997 -0.015474999999999997 0.078775000000000012 0.11454500000000002 -0.0093249999999999982 0.11883000000000001 1.0000000180025095e-35 0.41939500000000002 -0.081324999999999995 0.085730000000000015 -0.097349999999999978 -1.0000000180025095e-35 0.047620000000000003 -0.031924999999999995 -0.10462499999999998 0.090635000000000007 0.098395000000000024 -0.088494999999999976 0.0040450000000000009 -0.0031999999999999993 0.092120000000000021 0.086275000000000004 -0.090384999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 4 8 -3 6 7 9 -4 10 -1 12 -10 -5 22 16 21 19 -19 -12 -18 -11 -15
right_child=1 2 3 13 -6 -7 -8 -9 11 15 17 -13 -14 14 -16 -17 20 18 -20 -21 -22 -23 -24
leaf_value=0.017598026490170195 -0.0045755734306978718 0.0021928717297987764 0.011766148667178221 0.0055719633516434662 -0.0075580917348859657 0.00037010681123688321 0.01170618226073291 -0.00075673488648811155 -0.00071018999375974145 0.0010861603187098249 0.0071058589277643225 0.008544706712990173 0.0075583765025121407 0.0044441416333061111 -0.0044272944017348095 -7.3771699431541272e-05 0.0044075608747140872 0.0070627857175751454 0.0021196183774207897 0.0009851476217262959 -0.0016168455353596579 0.0056280311674187285 -0.0012176043719389069
leaf_weight=54 62 94 61 52 55 97 62 56 78 54 61 95 68 60 62 54 76 562 69 100 63 941 56
leaf_count=54 62 94 61 52 55 97 62 56 78 54 61 95 68 60 62 54 76 562 69 100 63 941 56
internal_value=0 0.00229949 0.00292805 0.00414204 -0.00139442 0.00529642 0.00551764 0.00533319 0.00658892 0.00550174 0.00662529 0.00527105 0.00312862 0.000921374 -0.000427133 0.00470013 0.00492905 0.00587488 0.0065251 0.00331533 0.00166415 0.00538334 0.0016954
internal_weight=0 743 681 532 149 2249 2152 2090 302 2034 846 241 146 230 178 1188 1134 792 631 161 139 995 116
internal_count=2992 743 681 532 149 2249 2152 2090 302 2034 846 241 146 230 178 1188 1134 792 631 161 139 995 116
is_linear=0
shrinkage=0.16829


Tree=9791
num_leaves=35
num_cat=0
split_feature=1 155 2 16 43 2 16 0 52 47 48 51 16 16 52 15 0 2 4 15 2 16 43 0 43 43 1 157 52 12 43 157 15 52
split_gain=0.145005 0.110743 0.0824959 0.120341 0.132486 0.0801732 0.0893857 0.0720614 0.0666685 0.0802489 0.0992738 0.0932716 0.0990909 0.22011 0.0840383 0.059861 0.0572856 0.0559471 0.0865169 0.180546 0.0764921 0.0548915 0.0528022 0.0498438 0.04359 0.0415507 0.0346455 0.0339923 0.0330248 0.0314077 0.0304442 0.0304231 0.0289941 0.0076685
threshold=0.092845000000000025 0.089885000000000007 0.084305000000000005 -0.082359999999999989 -0.011984999999999997 -1.0000000180025095e-35 -0.40430999999999989 -0.078809999999999977 -0.016679999999999997 0.086165000000000005 0.088750000000000009 0.024640000000000006 -0.094174999999999995 -0.13895999999999997 0.0054700000000000009 1.0000000180025095e-35 -0.084819999999999993 1.0000000180025095e-35 -0.061939999999999988 -0.026469999999999997 0.10709500000000001 -0.012324999999999997 -0.073404999999999984 -0.105195 -0.11214499999999998 -0.082949999999999982 0.083065000000000014 -0.0066899999999999989 -0.09823999999999998 0.092235000000000025 -0.007069999999999999 -0.084489999999999996 -0.047859999999999993 0.0049050000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 26 7 6 -2 25 21 10 11 12 13 -10 -13 -14 -6 29 -19 20 -20 22 -4 -22 -23 -5 -1 31 32 -7 33 -26 -29 -31
right_child=1 -3 8 4 16 17 -8 -9 9 -11 -12 14 15 -15 -16 -17 -18 18 19 -21 23 24 -24 -25 27 -27 -28 28 -30 30 -32 -33 -34 -35
leaf_value=0.0052381434520298075 0.0020880649450669524 0.0073681125944496826 0.012839171223458788 0.0070937941636544958 0.0095568502193230289 0.0077374545616679495 -0.0058570559450728029 0.011111435594287426 0.0031523610159151019 0.0089331384672577986 -0.0037056277621059538 0.0036057183293231481 0.0010004594407317122 -0.0099885228694701206 0.012430405333183184 0.0046240582813052919 0.017498564415321761 0.0072796268027428487 -0.0040448064087037633 -0.0089801770872428091 0.0046996481239795791 0.0091488090233139956 0.0055433216436688738 0.00028500395481074033 0.0032246921922086404 0.00083823982863770886 0.00054282280406799078 0.0030007971997463548 0.0055010560016342386 0.0003713739947407128 0.0061477368720907295 0.0081539438426074164 -0.0021462187894565679 0.0030718161703617696
leaf_weight=103 79 101 52 55 54 58 81 53 113 66 61 69 183 53 56 450 52 57 56 52 163 53 64 132 68 68 80 74 66 66 66 78 53 57
leaf_count=103 79 101 52 55 54 58 81 53 113 66 61 69 183 53 56 450 52 57 56 52 163 53 64 132 68 68 80 74 66 66 66 78 53 57
internal_value=0 0.00208982 0.00459827 0.0065716 0.00875619 0.00147286 -0.00192292 0.00590715 0.00400854 0.00323936 0.00285602 0.00329115 0.00261894 -0.0010324 0.00757355 0.00357932 0.0134697 0.0022439 0.00114157 0.000268953 0.00164431 0.00559635 0.00882936 0.00273037 0.00463506 0.00365005 0.00319536 0.00392407 0.00244238 0.00428954 0.00322195 0.00587043 0.000838684 0.0016374
internal_weight=0 968 2024 465 282 867 160 176 1559 1051 985 924 799 166 125 633 106 707 460 403 351 508 116 295 392 123 183 339 193 247 189 146 127 123
internal_count=2992 968 2024 465 282 867 160 176 1559 1051 985 924 799 166 125 633 106 707 460 403 351 508 116 295 392 123 183 339 193 247 189 146 127 123
is_linear=0
shrinkage=0.16829


Tree=9792
num_leaves=22
num_cat=0
split_feature=3 15 42 3 402 4 133 403 1 2 12 16 16 49 3 49 16 157 403 12 3
split_gain=0.119849 0.109583 0.0737684 0.0674804 0.0613519 0.11269 0.057145 0.12593 0.101001 0.0796884 0.0758215 0.0705274 0.111177 0.0686406 0.0640101 0.0585349 0.0485401 0.0359243 0.035241 0.0370496 0.0406741
threshold=0.11269500000000002 -0.018024999999999996 0.14907500000000004 0.28833000000000003 -0.018864999999999996 -0.086394999999999986 0.041800000000000011 -0.10440999999999999 0.078435000000000019 -0.084369999999999987 -0.083219999999999988 -0.15693499999999996 -0.092484999999999984 -0.073139999999999983 -0.018854999999999997 -0.014479999999999998 -0.14239499999999997 -0.086319999999999994 -0.0051499999999999992 0.096900000000000014 -0.082354999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 5 -1 7 -6 11 -9 -10 -8 -13 14 -11 -15 -5 -14 19 20 -7
right_child=1 -3 -4 16 6 18 8 9 10 13 -12 12 17 15 -16 -17 -18 -19 -20 -21 -22
leaf_value=0.012968162406121302 0.0054360877194288221 -0.0058765645298703619 -0.0025440590531141194 0.0025826704260961345 0.01206176982856224 0.0045478367297662739 0.0089730967617116606 0.0093510199741468659 0.0017073528521035222 0.0037392835204399693 -0.0053318157207700705 -0.0048133054389455764 -5.2752387659094582e-05 -0.0014619126024934979 0.011596236229925273 0.0032780302188939242 -0.0045774811626911683 0.0039026538485978221 0.00064020615433320392 0.0023081135304761791 0.01027655183825105
leaf_weight=52 83 72 56 54 52 87 54 66 97 68 78 52 75 78 53 1219 53 449 57 76 61
leaf_count=52 83 72 56 54 52 87 54 66 97 68 78 52 75 78 53 1219 53 449 57 76 61
internal_value=0 -0.00027963 0.00348218 0.00183186 0.00360906 0.00575367 0.00330323 0.0039066 0.00214972 0.00361962 -0.00141984 0.00314412 0.00259453 0.00335159 0.00719561 0.00299159 -0.000947156 0.00333309 0.00441221 0.00536402 0.00692114
internal_weight=0 262 2730 190 2674 333 2341 1536 805 1484 175 630 576 1418 121 1297 107 524 281 224 148
internal_count=2992 262 2730 190 2674 333 2341 1536 805 1484 175 630 576 1418 121 1297 107 524 281 224 148
is_linear=0
shrinkage=0.16829


Tree=9793
num_leaves=32
num_cat=0
split_feature=1 3 2 2 2 4 1 2 2 4 4 13 4 13 52 42 1 12 2 3 4 3 474 3 16 2 2 12 1212 13 12
split_gain=5.53311 1.42283 0.613335 0.835345 0.544493 0.480084 0.292136 0.200387 0.192017 0.139102 0.137228 0.133093 0.123515 0.118343 0.108874 0.108737 0.0962846 0.0960317 0.0760561 0.0889672 0.104237 0.0928387 0.0672871 0.0587825 0.0583434 0.0571232 0.0535022 0.0522476 0.0360096 0.0302176 0.0181607
threshold=0.10123500000000001 -0.069049999999999986 0.14132000000000003 -1.0000000180025095e-35 0.11366500000000002 0.41939500000000002 0.092845000000000025 0.086545000000000025 0.10633000000000002 -0.091059999999999988 -0.043174999999999991 -1.0000000180025095e-35 0.50214500000000006 -0.037164999999999997 -0.15086999999999998 0.093200000000000019 0.086165000000000005 0.088825000000000015 0.076510000000000009 -0.081864999999999979 -0.012384999999999998 -0.084854999999999986 0.084510000000000016 -0.072864999999999985 -0.16153499999999996 0.097110000000000016 0.091915000000000011 0.083535000000000012 0.041590000000000009 -0.083999999999999977 0.096475000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 5 3 13 6 14 7 9 -5 -1 -6 -10 -4 -3 -2 16 22 -8 19 21 -21 -11 24 -12 -9 26 -17 -20 -29 -24 -19
right_child=1 2 12 8 10 -7 17 15 11 18 23 -13 -14 -15 -16 25 -18 30 27 20 -22 -23 29 -25 -26 -27 -28 28 -30 -31 -32
leaf_value=0.00093192100093903796 0.00077218386425256845 0.00023436773345889006 -1.4841282948921458e-05 0.00059061770823995051 0.00040760872407256087 0.00033925503431237239 0.00052794459292142726 0.00082863102587524132 0.00031521450799808947 0.00072809924147892308 0.00069157199359959809 0.0004939791235691397 0.00020412785534127306 2.1904161055120411e-05 0.00061200477332571204 0.00061967368906549547 0.00062324286012773345 0.00064551838662666404 0.00089405997599233166 0.00060241687897515496 0.00079348584015149115 0.00090906789663167706 0.00077860948358135398 0.00053236800316483663 0.00073281509356586442 0.00058197997477365908 0.00076522974768307764 0.00081807432027733733 0.00073919123929512543 0.00089599609115940525 0.00073212535360701045
leaf_weight=82 91 58 59 90 53 56 71 85 94 80 56 91 53 57 102 52 67 81 79 81 54 55 60 52 631 72 70 251 101 53 55
leaf_count=82 91 58 59 90 53 56 71 85 94 80 56 91 53 57 102 52 67 81 79 81 54 55 60 52 631 72 70 251 101 53 55
internal_value=0 0.000405407 0.000304111 0.00036595 0.000732807 0.000609486 0.000747163 0.000760254 0.000464758 0.000800997 0.000547111 0.000403338 8.84635e-05 0.000129366 0.000687712 0.000730954 0.000746588 0.000628543 0.000785632 0.000740727 0.000679105 0.000802088 0.000756514 0.000615244 0.000744239 0.000658568 0.000703478 0.00081368 0.00079554 0.000833979 0.000680802
internal_weight=0 751 502 390 2241 249 2080 1873 275 783 161 185 112 115 193 1090 896 207 701 270 135 135 829 108 716 194 122 431 352 113 136
internal_count=2992 751 502 390 2241 249 2080 1873 275 783 161 185 112 115 193 1090 896 207 701 270 135 135 829 108 716 194 122 431 352 113 136
is_linear=0
shrinkage=0.0032998


Tree=9794
num_leaves=16
num_cat=0
split_feature=3 9 13 42 14 4 43 3 4 3 4 3 51 3 1
split_gain=0.0962613 0.137489 0.0649724 0.0627419 0.071759 0.0456097 0.106866 0.0708417 0.0718633 0.0569915 0.0509672 0.0618311 0.029924 0.0240775 0.00320875
threshold=0.11269500000000002 -1.0000000180025095e-35 -0.11210999999999999 0.14766000000000004 -0.24168999999999999 -0.082199999999999981 0.05259500000000001 -0.084094999999999989 -0.42305999999999994 -0.14326499999999995 -0.081664999999999988 -0.081184999999999993 -0.025879999999999997 0.3148450000000001 0.11406500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 13 4 -3 6 7 12 -9 -7 -11 -12 -6 -2 -4
right_child=2 3 14 -5 5 9 -8 8 -10 10 11 -13 -14 -15 -16
leaf_value=-0.0032838414228533127 0.0047250720267328176 0.009078783650487067 -0.0022031668357550449 -0.0016933978437490939 0.006498309121255659 -0.00082176830636218937 0.011945255235636528 0.0032527184133653349 0.011545771681053689 -0.0016756003504195471 0.0047976381560739714 0.0027346247951117444 0.0026223837277713604 0.00044988253189306857 -0.0041681772469559031
leaf_weight=84 64 70 54 61 67 95 55 55 66 54 686 1047 390 92 52
leaf_count=84 64 70 54 61 67 95 55 55 66 54 686 1047 390 92 52
internal_value=0 0.0034079 2.39732e-05 0.00362102 0.00374712 0.00359801 0.0048392 0.00415991 0.00779105 0.00317959 0.00339331 0.0035523 0.00319456 0.00221532 -0.00318408
internal_weight=0 2730 262 2646 2585 2515 633 578 121 1882 1787 1733 457 156 106
internal_count=2992 2730 262 2646 2585 2515 633 578 121 1882 1787 1733 457 156 106
is_linear=0
shrinkage=0.16829


Tree=9795
num_leaves=26
num_cat=0
split_feature=1 15 2 2 0 49 0 4 2 4 1 4 0 475 1 15 49 4 15 15 401 2 50 2 4
split_gain=4.22166 0.808413 0.585551 0.580582 0.285443 0.251371 0.245412 0.237152 0.222084 0.17326 0.161961 0.1497 0.352817 0.114574 0.109022 0.091372 0.167803 0.123319 0.0924104 0.0858906 0.080844 0.0726725 0.0636188 0.0538409 0.0538138
threshold=0.10921500000000002 -0.26361999999999991 0.11917500000000002 0.098180000000000003 -0.11656999999999999 -0.0086549999999999978 -0.14606999999999998 0.052250000000000012 -0.012574999999999998 0.51292000000000015 0.11617500000000001 -0.39175499999999991 -0.066574999999999981 -0.086919999999999983 0.083065000000000014 0.043560000000000008 -0.014479999999999998 -0.4950449999999999 -0.079504999999999978 -0.092879999999999976 0.083660000000000026 0.11366500000000002 -0.10146999999999999 0.11183000000000003 0.10055500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 5 6 -4 -3 14 11 -2 -10 -7 -8 13 -13 -1 16 -5 -18 24 -9 -15 -17 -20 -24 -19
right_child=1 2 4 15 -6 10 7 19 9 -11 -12 12 -14 20 -16 21 17 18 22 -21 -22 -23 23 -25 -26
leaf_value=0.00094808030048178866 0.00036136865003111876 0.00041425130735862502 0.00047554294559362269 0.00043496998771070159 0.00016883437214583116 0.00079858584383275431 0.00087103679933482527 0.00066609097557852447 0.00025059777267339589 1.4844315346959863e-05 0.0005604303291922595 0.00086796672335581271 0.00045850499240175793 0.00070718934539504849 0.00076296324126037655 0.00075221996250100982 0.00075248156444691309 0.00070811481454392518 0.00062851136774994107 0.00049072816092532532 0.00078920307017178606 0.00058798393000508622 0.00054868790187022093 0.00040644416826399323 0.00057514288193688729
leaf_weight=69 64 65 58 77 78 58 70 58 64 73 71 59 58 1225 77 70 55 74 52 70 156 56 71 54 69
leaf_count=69 64 65 58 77 78 58 70 58 64 73 71 59 58 1225 77 70 55 74 52 70 156 56 71 54 69
internal_value=0 0.000365879 0.000466444 0.000690943 0.000299896 0.000583017 0.000719669 0.000708369 0.000200597 0.000125234 0.000667781 0.000719604 0.000712504 0.000722711 0.000850691 0.000599336 0.00057691 0.000605961 0.000580668 0.000570465 0.000716479 0.000679506 0.000529141 0.00048752 0.0006442
internal_weight=0 531 330 2420 136 194 1842 1696 201 137 129 1568 1498 1440 146 578 452 375 320 128 1381 126 177 125 143
internal_count=2951 531 330 2420 136 194 1842 1696 201 137 129 1568 1498 1440 146 578 452 375 320 128 1381 126 177 125 143
is_linear=0
shrinkage=0.0032998


Tree=9796
num_leaves=15
num_cat=0
split_feature=4 9 47 0 4 1210 401 15 2 34 401 0 2 151
split_gain=0.1798 0.125411 0.123826 0.11417 0.0917136 0.076534 0.0778443 0.0569279 0.054562 0.0531556 0.0489469 0.0437386 0.0429171 0.0306584
threshold=0.62720500000000012 0.092060000000000017 0.11646500000000001 -0.14164999999999997 0.51292000000000015 -0.08019999999999998 0.083660000000000026 -0.0039399999999999991 0.090990000000000015 -0.08397499999999998 0.093690000000000009 -0.079964999999999994 0.085225000000000009 -0.080329999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 12 9 8 -1 -7 -8 -4 -5 -10
right_child=-2 -3 11 4 -6 6 10 -9 13 -11 -12 -13 -14 -15
leaf_value=0.0090647881750298229 -0.0064391752033832869 0.011380884002509884 -0.0057888665030618267 -0.0046041445395455863 -0.0039041735011339385 0.0082287502621744384 0.010448207060631718 0.0096912694883112601 0.0059770454400130098 0.0028095597197840688 0.004591947532773988 0.00044730957673383057 0.0019455777648690654 0.001191355894348795
leaf_weight=61 56 52 52 55 55 53 62 97 64 1987 122 81 58 96
leaf_count=61 56 52 52 55 55 53 62 97 64 1987 122 81 58 96
internal_value=0 0.00317828 0.00302761 0.00327391 0.00287425 0.00303454 0.00325185 0.00627452 0.00476673 0.00295123 0.00657502 -0.00197739 -0.00122644 0.00311686
internal_weight=0 2895 2843 2710 2392 2337 2224 318 221 2040 184 133 113 160
internal_count=2951 2895 2843 2710 2392 2337 2224 318 221 2040 184 133 113 160
is_linear=0
shrinkage=0.16829


Tree=9797
num_leaves=14
num_cat=0
split_feature=2 15 47 15 15 2 1 2 16 1 401 14 15
split_gain=0.142887 0.124957 0.0707756 0.0592233 0.0743607 0.139884 0.085378 0.0447871 0.0794005 0.0907243 0.0551887 0.0327778 0.0285653
threshold=0.25063000000000007 0.15555500000000003 0.120245 -0.50173499999999993 -0.11124499999999998 1.0000000180025095e-35 0.10575500000000002 -0.054704999999999997 -0.088174999999999989 0.090650000000000022 0.083660000000000026 -0.31108499999999994 -0.15097999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 12 -6 9 -9 -10 -8 -7
right_child=-2 -3 -4 4 7 6 11 8 10 -11 -12 -13 -14
leaf_value=-0.0021573898622126294 -0.0060754137322002657 0.010681833263046002 -0.0018657369277662824 0.011925308624920118 -0.0014632684872255882 0.0080230419121607808 0.0025110912233233507 0.0031797160459258542 0.0017127210081874158 0.0084525019098830971 0.0051219508341743339 -0.0031181954140241963 0.0036661521166258143
leaf_weight=70 54 54 101 68 80 85 64 413 1550 120 148 54 90
leaf_count=70 54 54 101 68 80 85 64 413 1550 120 148 54 90
internal_value=0 0.00265203 0.00249888 0.00266031 0.00278719 0.0050381 0.00343357 0.0024348 0.00257538 0.00437021 0.00201093 -4.97977e-05 0.00579262
internal_weight=0 2897 2843 2742 2672 361 293 2311 2231 533 1698 118 175
internal_count=2951 2897 2843 2742 2672 361 293 2311 2231 533 1698 118 175
is_linear=0
shrinkage=0.16829


Tree=9798
num_leaves=17
num_cat=0
split_feature=1 15 157 42 43 14 0 15 1 48 15 16 15 15 16 156
split_gain=0.0792576 0.0903057 0.047206 0.0763866 0.0511306 0.0448599 0.040636 0.192122 0.0667781 0.0604378 0.0543802 0.0883483 0.0768294 0.0413706 0.0319968 0.033179
threshold=0.15314500000000003 0.15555500000000003 -0.065184999999999979 0.08826500000000001 -0.085154999999999995 0.081390000000000004 -0.14259999999999998 -0.030729999999999997 0.11156000000000001 0.12036500000000001 -0.11124499999999998 -0.15105999999999997 -0.46188999999999997 -0.092879999999999976 -0.012609999999999998 0.087515000000000009
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 8 13 10 12 -12 -8 -4 -6 -16
right_child=-2 -3 5 -5 14 -7 9 -9 -10 -11 11 -13 -14 -15 15 -17
leaf_value=-0.001808441030194393 -0.0041308655521603383 0.0091554572462556518 0.0063706154106125861 -0.0043748596372489325 0.0062719900424289213 -0.0025373122118227936 -0.00053228471707128413 0.013176013871096168 -0.0023465179187387216 -0.0034032502952999547 -0.0021620963851013727 0.0023364585575509291 0.0061618045079650284 0.00058821685826257084 -0.0014399468624900732 0.0036675927059902128
leaf_weight=90 57 52 89 78 60 52 63 56 66 53 133 1688 205 59 59 91
leaf_count=90 57 52 89 78 60 52 63 56 66 53 133 1688 205 59 59 91
internal_value=0 0.0021955 0.00206752 0.000310904 0.00153519 0.00233628 0.00244209 0.00439434 0.00208794 0.00219517 0.00233807 0.00200691 0.00458149 0.00407761 0.00297673 0.00164665
internal_weight=0 2894 2842 378 300 2464 2412 270 214 2142 2089 1821 268 148 210 150
internal_count=2951 2894 2842 378 300 2464 2412 270 214 2142 2089 1821 268 148 210 150
is_linear=0
shrinkage=0.16829


Tree=9799
num_leaves=10
num_cat=0
split_feature=4 9 151 132 47 1 47 151 157
split_gain=0.0835349 0.0734078 0.0606433 0.0535751 0.0580822 0.0617087 0.0507988 0.0483785 0.0532667
threshold=0.62720500000000012 0.092060000000000017 0.12207000000000001 -0.26631499999999991 0.11646500000000001 0.122075 0.10664500000000002 0.085710000000000022 -0.065184999999999979
decision_type=2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 6 -6 7 8 -5
right_child=-2 -3 -4 4 5 -7 -8 -9 -10
leaf_value=0.0064436979202903075 -0.004705078796828353 0.0081240479180115528 0.0072257573860053034 -0.00022799004741380047 -0.0051464211509080465 0.0023608376986784681 0.0065717299159719893 -0.0035030147828872464 0.0019915796381642062
leaf_weight=64 56 52 56 356 74 53 59 52 2129
leaf_count=64 56 52 56 356 74 53 59 52 2129
internal_value=0 0.00184865 0.00173324 0.00162224 0.00150825 -0.00199932 0.00168054 0.00156609 0.00167288
internal_weight=0 2895 2843 2787 2723 127 2596 2537 2485
internal_count=2951 2895 2843 2787 2723 127 2596 2537 2485
is_linear=0
shrinkage=0.16829


Tree=9800
num_leaves=31
num_cat=0
split_feature=2 3 3 9 2 15 2 3 52 2 15 3 457 15 16 15 3 1212 52 403 13 2 50 50 151 133 13 16 3 2
split_gain=2.68711 1.19168 0.435499 0.415884 0.323628 0.308808 0.274202 0.254199 0.250942 0.43878 0.270458 0.202736 0.163879 0.0847172 0.0794268 0.0672356 0.0648442 0.0609417 0.0611027 0.05978 0.051387 0.045773 0.0455076 0.0697193 0.034579 0.0283121 0.0437309 0.0302663 0.0154944 0.0164867
threshold=0.13554000000000002 -0.046079999999999989 0.30863500000000005 -1.0000000180025095e-35 0.25063000000000007 -0.0039399999999999991 0.10362500000000001 -0.10690999999999999 -0.22118499999999996 0.10121500000000001 1.0000000180025095e-35 0.10661500000000002 0.084365000000000009 -0.098839999999999983 -0.077509999999999982 -0.10328999999999998 -0.080349999999999991 0.089955000000000021 -0.5288449999999999 -0.085994999999999988 -0.065539999999999987 0.11231500000000001 0.083090000000000011 0.092370000000000022 -0.092954999999999982 0.23448500000000003 -0.074349999999999986 -1.0000000180025095e-35 -0.073309999999999986 0.091570000000000012
decision_type=2 2 2 2 2 2 2 2 2 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 15 6 12 8 -1 10 14 -7 13 -5 -10 -2 17 18 -9 -19 25 -8 24 -24 -20 26 27 -18 -22 -30
right_child=4 2 -4 5 -6 11 21 16 9 -11 -12 -13 -14 -15 -16 -17 20 19 22 -21 28 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00060301307562268553 0.00010603899723912619 0.00014573891337499377 8.4040456596739952e-05 0.00040404828203875439 -0.00013064410901918619 0.00062444004349647029 0.00017015856546125245 0.0004566293146231819 0.00043990427338743343 0.00014397197508760024 0.00058983099347458239 0.00036952086708005297 0.0002767952307422668 0.00056430503853429129 0.00025838285107985701 0.00024294468777178303 0.0005460731820056548 0.00039174836192785854 0.00061937636075319992 0.00054067340289932922 0.00041840825160716918 0.00029542476454977529 0.00071199965974581641 0.00057141251945826783 0.00054511811123694319 0.00045734586559259072 0.00062934188690786828 0.00046758472930504512 0.00053391170986982143 0.00045183464673962645
leaf_weight=77 87 71 59 67 52 103 54 63 53 62 96 52 52 84 55 73 210 52 85 76 69 84 57 141 664 58 55 83 53 79
leaf_count=77 87 71 59 67 52 103 54 63 53 62 96 52 52 84 55 73 210 52 85 76 69 84 57 141 664 58 55 83 53 79
internal_value=0 0.000481077 0.000354617 0.000382711 9.51267e-05 0.000416561 0.000360737 0.000518974 0.000436294 0.000387901 0.000461864 0.000539146 0.000438112 0.000493431 0.000347789 0.000168722 0.000535205 0.000550263 0.000559076 0.000480448 0.000506917 0.000246663 0.000565855 0.000612063 0.000553592 0.000528893 0.000540716 0.000523959 0.000462353 0.000485057
internal_weight=0 2714 626 567 212 496 341 2088 343 266 204 155 203 151 108 160 1745 1138 1010 128 607 138 947 198 749 406 348 293 201 132
internal_count=2926 2714 626 567 212 496 341 2088 343 266 204 155 203 151 108 160 1745 1138 1010 128 607 138 947 198 749 406 348 293 201 132
is_linear=0
shrinkage=0.0032998


Tree=9801
num_leaves=14
num_cat=0
split_feature=10 16 51 1210 3 1 16 4 376 455 3 4 51
split_gain=0.0930132 0.179422 0.0663951 0.072683 0.0504948 0.117234 0.110432 0.065611 0.0651894 0.053303 0.0492214 0.0266611 0.0152037
threshold=-0.0093599999999999985 -0.072904999999999984 -0.22508999999999998 -0.14296999999999996 -0.12077499999999998 0.10296000000000001 -0.076029999999999986 -0.37626499999999991 0.085945000000000008 1.0000000180025095e-35 0.0035100000000000005 0.058025000000000007 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 -4 5 6 -5 12 9 10 -9 -2 -6
right_child=2 -3 3 4 7 -7 -8 8 -10 -11 -12 -13 -14
leaf_value=-0.0085527094509316864 0.0066440055492383056 0.0035431975637025656 0.0076211641114018337 0.00098896668888998171 0.003401697447009285 0.0034698067296593678 -0.0080315184631538448 0.0017074992373959626 -0.0040075494751113236 0.0063909455551455375 -0.00064625573231862782 0.0024146541744234822 0.00743914834429572
leaf_weight=73 100 66 53 71 52 103 83 1774 62 62 292 76 59
leaf_count=73 100 66 53 71 52 103 83 1774 62 62 292 76 59
internal_value=0 -0.0027964 0.00165977 0.00144553 0.00131687 -0.000916016 -0.00386106 0.00156704 0.00136364 0.00152098 0.00137396 0.0048279 0.00556392
internal_weight=0 139 2787 2611 2558 257 154 2301 2190 2128 2066 176 111
internal_count=2926 139 2787 2611 2558 257 154 2301 2190 2128 2066 176 111
is_linear=0
shrinkage=0.16829


Tree=9802
num_leaves=25
num_cat=0
split_feature=1374 42 4 131 1212 16 16 42 2 51 52 52 4 52 52 2 16 52 50 13 42 16 13 52
split_gain=0.063176 0.0595578 0.0794911 0.0632029 0.0720974 0.0621983 0.0887294 0.086388 0.0696984 0.0626949 0.0619892 0.0834858 0.0446096 0.0436376 0.0894419 0.0974996 0.0595793 0.0828597 0.0353369 0.0325021 0.0218172 0.018001 0.0359407 0.00692024
threshold=0.086000000000000007 0.087170000000000011 0.51395000000000002 0.021890000000000003 0.087685000000000013 -0.50472499999999987 -0.077509999999999982 0.088185000000000013 0.084970000000000004 -0.083919999999999981 0.40342500000000009 0.10744000000000002 -0.077889999999999987 -0.0014699999999999997 -0.011964999999999998 0.11657500000000001 0.0033900000000000002 0.099570000000000006 0.082725000000000007 -0.07298499999999998 0.094260000000000024 -0.010504999999999999 -0.0066549999999999986 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 2 3 4 13 -3 8 -8 12 19 11 -11 -7 14 15 -1 17 -15 21 -9 -10 22 -5 -22
right_child=-2 5 -4 18 -6 6 7 9 20 10 -12 -13 -14 16 -16 -17 -18 -19 -20 -21 23 -23 -24 -25
leaf_value=0.00024144402645398776 0.0059346715423643729 -0.0034405802995430865 -0.0055016323759056115 0.0031953480648826303 -0.0040495175424159384 0.0116256234810132 0.0077520757149368577 0.0071935075779155236 0.00052090073347233552 -6.490097771064372e-05 0.0034114905253402705 -0.0067613645981757283 0.005039702204397486 -0.00087509814553908246 0.0077908367687829208 0.0066982578516069967 -0.0054012831456439767 0.0033763890898669902 0.0070160128013130145 0.0014505640615118387 0.0054196792942520526 0.0046500077704349739 -0.0022971577751347227 0.0027485110974903144
leaf_weight=573 78 53 60 89 100 53 53 53 76 265 98 66 68 529 60 75 59 172 54 61 64 58 54 55
leaf_count=573 78 53 60 89 100 53 53 53 76 265 98 66 68 529 60 75 59 172 54 61 64 58 54 55
internal_value=0 0.0010742 0.000522015 0.000721256 0.000320377 0.00214983 0.00247668 0.00126388 0.00475842 0.000627288 -0.000300985 -0.00140558 0.00793929 0.000619278 0.00157028 0.000991533 -0.000264294 0.0001655 0.00317922 0.00413629 0.00277543 0.0021395 0.00110869 0.0042002
internal_weight=0 2848 1883 1823 1568 965 912 596 316 543 429 331 121 1468 708 648 760 701 255 114 195 201 143 119
internal_count=2926 2848 1883 1823 1568 965 912 596 316 543 429 331 121 1468 708 648 760 701 255 114 195 201 143 119
is_linear=0
shrinkage=0.16829


Tree=9803
num_leaves=16
num_cat=0
split_feature=0 0 16 3 3 151 48 16 16 475 3 12 148 3 151
split_gain=0.0834826 0.0720894 0.124978 0.0839552 0.0901478 0.0663802 0.0555454 0.0545996 0.0562769 0.0496136 0.0405227 0.0361205 0.0349763 0.0347261 0.035197
threshold=-0.13619499999999998 0.032970000000000006 0.041025000000000006 -0.14954999999999999 -0.12077499999999998 0.015440000000000001 0.091690000000000008 -0.47730499999999992 -0.092969999999999983 -0.054724999999999989 0.083395000000000011 -0.098524999999999988 -0.08125499999999998 0.15217000000000003 0.067425000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -5 6 7 -1 -9 -4 -10 -6 -13 14 -14
right_child=1 2 9 4 11 -7 -8 8 10 -11 -12 12 13 -15 -16
leaf_value=0.0019665976463213324 0.0083476736839592884 -0.0066924898545213012 -0.0025777746662200684 -0.0051001097456322723 0.0055905930156781771 -0.0068624208465944371 0.0033842719086715841 -0.0070249049477340685 -0.0038307984826881623 0.0035653490361927465 0.0025303367696332658 0.0055322134594680793 0.0014202055464322197 -0.0028082198243161295 0.0056044354292540313
leaf_weight=83 52 83 58 57 65 52 83 69 62 103 52 61 1934 53 59
leaf_count=83 52 83 58 57 65 52 83 69 62 103 52 61 1934 53 59
internal_value=0 0.0013611 -0.00138425 0.00165556 0.00149863 -0.00125082 -0.000409556 -0.0016001 -0.0032276 0.00134114 -0.000913469 0.00167263 0.00155091 0.00143133 0.00154498
internal_weight=0 2525 244 2281 2229 401 349 266 183 161 114 2172 2107 2046 1993
internal_count=2926 2525 244 2281 2229 401 349 266 183 161 114 2172 2107 2046 1993
is_linear=0
shrinkage=0.16829


Tree=9804
num_leaves=10
num_cat=0
split_feature=0 147 10 1375 0 1186 12 11 0
split_gain=0.0645683 0.0875206 0.0908536 0.0889968 0.0673463 0.0516491 0.0426807 0.0569848 0.0504842
threshold=-0.23028499999999999 0.092645000000000019 -0.0093599999999999985 -0.091584999999999986 -0.068669999999999995 0.085230000000000014 0.12106500000000002 0.091445000000000012 -0.13619499999999998
decision_type=2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 7 8 -5
right_child=1 -3 3 5 -6 -7 -8 -9 -10
leaf_value=-0.0033217653411805196 0 0.0076362923375572133 0.0075373687511175857 -0.0012574928664823516 -0.0075429533940924703 -0.0039106323281946831 -0.0025320650137207984 0.006438873989912261 0.0013092499759365039
leaf_weight=102 74 55 59 241 61 61 91 57 2125
leaf_count=102 74 55 59 241 61 61 91 57 2125
internal_value=0 0.000984651 0.000851882 0.00107064 -0.00340296 0.00092177 0.00103974 0.00117462 0.00104704
internal_weight=0 2824 2769 2634 135 2575 2514 2423 2366
internal_count=2926 2824 2769 2634 135 2575 2514 2423 2366
is_linear=0
shrinkage=0.16829


Tree=9805
num_leaves=27
num_cat=0
split_feature=15 123 48 15 42 52 11 15 15 52 42 42 15 48 475 402 1212 51 159 11 16 42 157 481 43 15
split_gain=3.17011 1.32778 0.57444 0.334113 0.343724 0.319565 0.264826 0.278635 0.230914 0.174772 0.28301 0.16809 0.14855 0.104087 0.0872206 0.0789901 0.0738568 0.0630571 0.0600585 0.0593728 0.0556003 0.0551056 0.0498698 0.0493199 0.0290552 0.0246956
threshold=-0.26361999999999991 1.0000000180025095e-35 0.12036500000000001 0.025430000000000005 0.078120000000000009 0.12371000000000001 0.074925000000000005 0.13592500000000005 -0.43091499999999999 -0.091869999999999993 -0.048604999999999988 0.086555000000000007 -0.11532999999999999 0.089775000000000008 -0.081814999999999985 0.050140000000000011 -1.0000000180025095e-35 0.10532000000000001 0.10210500000000002 0.08326500000000002 -0.06533499999999999 0.11769000000000002 -0.0041249999999999993 -0.0085599999999999982 -0.085784999999999986 -0.041569999999999989
decision_type=2 2 2 2 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 8 7 15 18 19 20 23 -12 25 -13 21 -17 -16 -1 22 -11 -5 -2 -6 -25 -3
right_child=1 13 -4 6 11 -7 -8 -9 -10 10 12 14 -14 -15 17 16 -18 -19 -20 -21 -22 -23 -24 24 -26 -27
leaf_value=0.00036483631555559544 0.00075664458573441323 0.0005104385902771376 0.0004441402044054028 0.00075254394335988895 0.00088651211536730696 0.00049087646424377808 0.00096509534689623267 0.00052983228999756659 2.862062815912477e-05 0.0007445609975539494 0.0006761651933110171 0.00081004940179400223 0.00048400128102111341 0.0002784978893400441 0.00065159995018906956 0.00073372736026287454 0.00087448103539358138 0.00077875199906062747 0.00020813775415401699 0.00080048316039807508 0.00061517300236821511 0.00065314817091071829 0.00062874268471639085 0.00071930678726885575 0.00080498393235855375 0.00040528697037844544
leaf_weight=57 53 53 90 692 57 56 64 63 56 103 56 59 224 55 316 70 115 53 53 54 63 73 113 83 129 56
leaf_count=57 53 53 90 692 57 56 64 63 56 103 56 59 224 55 316 70 115 53 53 54 63 73 113 83 129 56
internal_value=0 0.000685404 0.000704074 0.000713647 0.000679072 0.000274885 0.000757371 0.000744212 0.000201808 0.000625097 0.000587069 0.000730596 0.00052256 0.000397178 0.000689352 0.000758392 0.000821413 0.000669958 0.000289656 0.00070203 0.000695668 0.000743105 0.000669791 0.000796086 0.000771607 0.000456739
internal_weight=0 2694 2530 2440 1363 222 1077 1013 166 666 446 697 280 164 428 950 185 369 110 220 166 765 166 269 212 109
internal_count=2916 2694 2530 2440 1363 222 1077 1013 166 666 446 697 280 164 428 950 185 369 110 220 166 765 166 269 212 109
is_linear=0
shrinkage=0.0032998


Tree=9806
num_leaves=23
num_cat=0
split_feature=1 2 12 4 1 39 2 2 15 42 42 42 42 1 4 2 481 12 2 1 129 12
split_gain=3.4347 0.898797 0.477224 0.409232 0.25844 0.233047 0.184208 0.177516 0.123231 0.115129 0.130184 0.102301 0.100921 0.0954199 0.0923087 0.0918274 0.0914528 0.069814 0.0356507 0.0210192 0.0206751 0.0174684
threshold=0.10593500000000002 0.14253500000000002 0.085075000000000026 0.046185000000000004 0.084815000000000015 0.0039300000000000003 0.11543500000000002 -0.026084999999999994 -0.085874999999999993 -0.09361499999999999 -0.089179999999999982 0.09087000000000002 -0.079234999999999986 0.14228000000000005 0.074650000000000008 0.084195000000000006 -0.065834999999999991 0.10444500000000002 0.12250500000000002 0.11497000000000002 0.085885000000000017 0.087995000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 5 14 6 9 -2 18 15 -11 17 -12 -3 -5 -1 -14 -4 -9 -10 -17 -16
right_child=1 13 11 4 -6 -7 -8 8 19 10 12 -13 16 -15 21 20 -18 -19 -20 -21 -22 -23
leaf_value=0.00076184407823979389 9.2861272877929024e-05 0.0001146383183650682 0.00060748768091190713 0.00040665037825601954 0.00026129542245154899 0.00039111536217854555 0.00040004320060010629 0.00026626658594756448 0.00032407331366471684 0.00040796177917313864 0.00068686888926306649 0.00036748359586541673 0.0006374455378300388 -6.8073535200849551e-05 0.00059262932954842317 0.0006426509874018076 0.00055621971443661333 0.00043695964153415978 0.00015436888926792706 0.00042179611495180914 0.00054867874810360915 0.00050940847722805356
leaf_weight=61 63 58 58 99 74 85 69 85 52 56 82 76 178 67 52 69 1329 52 52 55 54 90
leaf_count=61 63 58 58 99 74 85 69 85 52 56 82 76 178 67 52 69 1329 52 52 55 54 90
internal_value=0 0.000266635 0.000330005 0.000543874 0.0004329 0.000561485 0.000569096 0.000249842 0.00029023 0.000575454 0.000566539 0.000462126 0.000572105 1.64229e-05 0.000485445 0.00065497 0.000565837 0.000527195 0.000224052 0.000374634 0.000601681 0.000540132
internal_weight=0 618 493 2298 315 1983 1898 307 244 1829 1645 186 1589 125 241 184 1507 110 137 107 123 142
internal_count=2916 618 493 2298 315 1983 1898 307 244 1829 1645 186 1589 125 241 184 1507 110 137 107 123 142
is_linear=0
shrinkage=0.0032998


Tree=9807
num_leaves=26
num_cat=0
split_feature=1 3 39 3 3 4 1 47 3 3 0 4 0 3 155 49 1456 376 0 1 49 4 0 42 43
split_gain=7.5261 1.41208 0.695373 0.646327 0.570631 0.467009 0.306405 0.234955 0.233688 0.185214 0.180063 0.240201 0.315611 0.156296 0.116823 0.120621 0.115478 0.112368 0.110942 0.104737 0.160653 0.0899841 0.0491786 0.0391272 0.0384199
threshold=0.10575500000000002 -0.036264999999999992 0.0039300000000000003 0.3148450000000001 0.085880000000000012 0.046185000000000004 0.088035000000000016 0.086165000000000005 0.099330000000000016 0.13772500000000001 -0.076589999999999978 -0.44205499999999992 -0.046614999999999997 -0.14954999999999999 0.081185000000000021 -0.067149999999999987 -0.078314999999999982 0.083760000000000015 -0.074679999999999983 0.084815000000000015 0.091540000000000024 0.074650000000000008 -0.090394999999999989 -0.076679999999999984 -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 2 2 2
left_child=2 7 5 4 17 8 -4 13 10 -6 14 -12 23 -2 15 22 -17 18 -3 20 24 -22 -1 -13 -7
right_child=1 3 6 -5 9 19 -8 -9 -10 -11 11 12 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.00069134928989439003 0.00065174222864945492 0.00019345481267524022 0.00074821279733885743 4.4793921865966989e-05 0.00066732985415917745 0.00077223992595711337 0.00041944276557052919 0.00074337371167553835 0.00063938220788043549 0.00040976430223775068 0.00095491449857204125 0.00089794620563869981 0.00054756958957994197 0.00043481589859048101 0.0010375364869224901 0.0007879041097976654 0.00089754799245546975 0.00012100391210244364 0.00041089758183675675 0.00058406269053120437 0.00055352144601999954 0.00075026390576100833 0.00084121873606515319 0.0007930447262049509 0.00090416040100439309
leaf_weight=52 66 52 63 90 60 58 62 93 53 64 97 53 60 84 54 122 1097 59 52 58 53 53 53 256 52
leaf_count=52 66 52 63 90 60 58 62 93 53 64 97 53 60 84 54 122 1097 59 52 58 53 53 53 256 52
internal_value=0 0.000415834 0.000825681 0.000289225 0.000365753 0.000839498 0.000585425 0.000612114 0.000857982 0.000534677 0.000864246 0.00080729 0.000768388 0.000530498 0.000883481 0.000877171 0.000886604 0.000237031 0.000302515 0.000711399 0.000745429 0.000652225 0.000767333 0.000811152 0.000834923
internal_weight=0 620 2296 377 287 2171 125 243 1897 124 1844 466 369 150 1378 1324 1219 163 104 274 216 106 105 309 110
internal_count=2916 620 2296 377 287 2171 125 243 1897 124 1844 466 369 150 1378 1324 1219 163 104 274 216 106 105 309 110
is_linear=0
shrinkage=0.0032998


Tree=9808
num_leaves=25
num_cat=0
split_feature=4 1 2 150 2 150 2 157 2 402 15 2 15 2 15 1 403 1 2 50 2 1 13 13
split_gain=6.03242 1.60739 0.592441 0.503242 0.439041 0.38765 0.308073 0.260382 0.194421 0.165941 0.165165 0.203103 0.131309 0.120104 0.0995395 0.10047 0.096101 0.0829688 0.0717598 0.0592866 0.0969663 0.0576292 0.0240042 0.0172784
threshold=0.31392000000000003 0.10661000000000002 0.090485000000000024 0.075065000000000007 0.15205000000000002 0.082085000000000019 1.0000000180025095e-35 0.00069000000000000008 0.12336000000000001 0.050140000000000011 0.025430000000000005 0.092545000000000016 -0.46772999999999992 -1.0000000180025095e-35 -0.094839999999999994 0.081720000000000015 -0.10220499999999998 0.12257000000000003 0.092545000000000016 0.10874500000000002 0.087605000000000002 0.11617500000000001 -0.08008499999999999 -0.015454999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 6 12 7 21 8 10 13 11 -4 -2 -1 15 -15 -11 -14 -12 20 -16 -3 -21 -18
right_child=4 3 5 -5 -6 -7 -8 -9 -10 16 18 -13 17 14 19 -17 23 -19 -20 22 -22 -23 -24 -25
leaf_value=0.00086550065974446322 0.00061297916538294609 0.0010027115892433673 0.0010584923654476056 0.0005253793390761867 0.00017749972624485409 0.00066950905072510846 0.00067329811242781566 0.001091520335604772 0.00073232510804730627 0.0012187358671238216 0.00088839296094914979 0.0008525190182912248 0.0005175174365972076 0.0010075257413220333 0.0010517761192099979 0.00082018839536532925 0.0010995812156235733 0.00036420227316022506 0.001029018873772892 0.00099679687576205585 0.00096644455507497395 0.00085582769728675175 0.00089017322541044331 0.0010199293455979968
leaf_weight=71 88 54 63 96 53 70 103 95 66 59 57 359 94 72 645 61 79 69 176 62 204 79 54 87
leaf_count=71 88 54 63 96 53 70 103 95 66 59 57 359 94 72 645 61 79 69 176 62 204 79 54 87
internal_value=0 0.000942794 0.000974076 0.000727857 0.000451421 0.000906986 0.000810072 0.000927315 0.00090563 0.00101669 0.000923039 0.000883352 0.00050912 0.00100056 0.00100926 0.000921869 0.00110034 0.000452833 0.000994768 0.00102127 0.00103131 0.00091573 0.000947465 0.00105805
internal_weight=0 2612 2280 332 304 886 236 816 721 1394 655 422 251 1169 1098 133 225 163 233 965 849 133 116 166
internal_count=2916 2612 2280 332 304 886 236 816 721 1394 655 422 251 1169 1098 133 225 163 233 965 849 133 116 166
is_linear=0
shrinkage=0.0032998


Tree=9809
num_leaves=12
num_cat=0
split_feature=0 376 156 393 16 393 403 51 51 43 1
split_gain=0.111495 0.0687995 0.0517694 0.0484542 0.0459729 0.0413472 0.0415502 0.0407337 0.0815605 0.0467799 0.0216174
threshold=0.12429000000000001 0.076485000000000011 -0.080554999999999974 0.10296000000000001 0.18286500000000003 1.0000000180025095e-35 -0.5407249999999999 -0.22681499999999996 -0.42680999999999997 -0.15961499999999998 0.10910500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -2 6 -4 8 -8 -9 -3
right_child=4 10 3 -5 -6 -7 7 9 -10 -11 -12
leaf_value=0.0074978531793555118 -0.0058735755320308116 0.0018828589057199607 0.0071021751985590525 0.0079055271002971394 0.0010476161512311701 -0.0011558034039001644 0.0017855095038591437 0 0.0092789754686781432 0.0030520649781206116 -0.0024212123389353445
leaf_weight=81 54 57 74 60 54 64 82 153 84 2075 78
leaf_count=81 54 57 74 60 54 64 82 153 84 2075 78
internal_value=0 0.00310478 0.00329209 0.00315996 -0.00239634 0.0030468 0.00315651 0.0030338 0.00558821 0.00284267 -0.00059063
internal_weight=0 2808 2673 2592 108 2532 2468 2394 166 2228 135
internal_count=2916 2808 2673 2592 108 2532 2468 2394 166 2228 135
is_linear=0
shrinkage=0.16829


Tree=9810
num_leaves=17
num_cat=0
split_feature=475 474 11 14 475 475 51 0 0 13 0 51 10 51 160 13
split_gain=0.123278 0.120064 0.115377 0.109047 0.0695808 0.0629394 0.0507326 0.0482404 0.0725645 0.067392 0.0481422 0.0518583 0.0464954 0.0436535 0.0782796 0.0202931
threshold=-0.085684999999999997 -0.070684999999999984 0.094115000000000018 -0.31893999999999995 -0.10067999999999998 -0.08323499999999999 0.10636000000000001 -0.13165999999999997 -0.086274999999999977 -0.098524999999999988 -0.05937499999999999 0.14743000000000003 -1.0000000180025095e-35 0.082075000000000009 -0.015149999999999999 -0.076614999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -3 -5 7 13 9 -9 11 15 -10 14 -7 -8
right_child=2 4 -4 5 -6 6 10 8 12 -11 -12 -13 -14 -15 -16 -17
leaf_value=0.00021176059310550922 -0.003455829623072745 0.0051113734868535148 -0.0055538878013215338 -0.0018822788275449762 0.013361881939007558 0.0051891858920246007 0.0034594695531193495 0.0090105010230691028 -0.0017134474520910669 0.0036425335188573415 0.0096208087481358343 -0.00048545113413247317 0.0023580435062551071 0.0045171790492683807 -0.0019044600610048736 0.0082022308472200368
leaf_weight=54 88 52 53 87 68 56 52 76 84 550 53 54 1321 64 206 54
leaf_count=54 88 52 53 87 68 56 52 76 84 550 53 54 1321 64 206 54
internal_value=0 0.00683579 0.00221325 0.00236387 0.00980163 0.0025573 0.00270829 0.00248206 0.00278731 0.00429711 0.00520328 0.00372874 0.00211334 0.00057477 -0.000381404 0.00589254
internal_weight=0 174 2798 2745 120 2657 2570 2357 2031 626 213 160 1405 326 262 106
internal_count=2972 174 2798 2745 120 2657 2570 2357 2031 626 213 160 1405 326 262 106
is_linear=0
shrinkage=0.16829


Tree=9811
num_leaves=23
num_cat=0
split_feature=2 51 42 41 160 1 13 457 3 2 3 40 2 2 1 3 13 13 13 13 3 2
split_gain=0.115901 0.131232 0.0710738 0.0877997 0.055436 0.0552687 0.0904909 0.0538609 0.063608 0.124847 0.0736243 0.0527465 0.0527258 0.0884603 0.0459399 0.0335507 0.0607499 0.0439196 0.0360607 0.0261475 0.0220517 0.00671805
threshold=0.11806500000000002 0.097700000000000023 0.089720000000000008 0.077300000000000021 -0.52374999999999983 0.10749500000000002 -0.16140499999999997 -0.090939999999999979 -0.14186499999999996 -0.085784999999999986 -0.18945499999999996 -0.046564999999999995 0.084305000000000005 0.083595000000000017 0.10575500000000002 -0.082714999999999997 -0.053249999999999999 -0.070004999999999998 -0.090384999999999979 -0.084184999999999996 -0.070724999999999996 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
left_child=2 5 4 15 -1 20 -7 -6 10 -10 -9 -8 13 -11 -14 -4 17 18 -17 -20 -2 -19
right_child=1 -3 3 -5 7 6 11 8 9 12 -12 -13 14 -15 -16 16 -18 21 19 -21 -22 -23
leaf_value=0.0073668064276700687 -0.0014833739464494395 0.005315122874989215 0.0044932056903729733 -0.005358158711063917 0.0079083958020251342 0.0015195814079505951 -0.0022034812280046683 0.0028869612734134225 -0.0057822087341626131 0.0032356777691801672 0.010277500930957582 -0.0088346236228282801 0.0022368339474694013 0.010398247812650068 -0.0023261929823342464 0.0040180608087352883 -0.0043753143906259916 0.0032464330427097472 -0.0035896290632914723 0.00062140921727863656 0.0033816503564328224 0.0060682628893547978
leaf_weight=79 53 83 93 57 57 62 58 97 52 400 64 85 1065 56 66 73 53 52 52 211 52 52
leaf_count=79 53 83 93 57 57 62 58 97 52 400 64 85 1065 56 66 73 53 52 52 211 52 52
internal_value=0 -0.000621761 0.00247717 0.00094012 0.00298674 -0.00221711 -0.00382698 0.00279944 0.00263666 0.00232129 0.00583597 -0.00615763 0.00258795 0.00411923 0.00196897 0.00155582 0.000998061 0.00164939 0.000707664 -0.00020436 0.000908861 0.00467462
internal_weight=0 393 2579 643 1936 310 205 1857 1800 1639 161 143 1587 456 1131 586 493 440 336 263 105 104
internal_count=2972 393 2579 643 1936 310 205 1857 1800 1639 161 143 1587 456 1131 586 493 440 336 263 105 104
is_linear=0
shrinkage=0.16829


Tree=9812
num_leaves=25
num_cat=0
split_feature=1 52 2 12 12 2 12 4 0 475 47 150 3 1 2 1 3 12 481 3 2 0 2 12
split_gain=7.81677 1.22122 0.894181 0.62764 0.481291 0.412963 0.354527 0.197825 0.190537 0.186739 0.18491 0.185658 0.178947 0.15056 0.116989 0.114272 0.0909606 0.105777 0.0907441 0.0743852 0.0718814 0.0703531 0.076597 0.0217987
threshold=0.10509 -0.40011499999999994 0.16730000000000003 -0.0066799999999999993 0.088365000000000013 0.11165000000000001 0.10544500000000001 -0.083274999999999988 -0.087604999999999975 -0.086919999999999983 0.10589000000000001 0.10392000000000001 -0.11017499999999998 0.094165000000000013 0.096325000000000008 0.11805500000000001 0.086845000000000019 0.090455000000000021 -0.050084999999999991 -0.072649999999999978 0.11218000000000002 0.048235000000000007 0.088185000000000013 -0.085549999999999973
decision_type=2 2 2 2 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 10 7 -6 8 -5 -9 11 15 -11 14 -1 20 17 -14 -10 -7 -3 22 -20 -17
right_child=1 2 -4 5 6 19 -8 9 18 12 -12 -13 16 -15 -16 23 -18 -19 21 -21 -22 -23 -24 -25
leaf_value=0.0011971210856142546 0.0012186734495289321 0.00066521183478671141 0.00041565163451573982 0.0014339658831136455 0.0011341924759080591 0.0011422893618275778 0.00079277622202178586 0.0014064467045135998 0.0014004115905387195 0.0010263411056935668 0.00091158849378900845 0.0008838458473176908 0.0012516999632784223 0.00087867957823118922 0.00098399108571268655 0.00065700989011196673 0.0010976069447005674 0.0011878359757066892 0.0012460526494923005 0.0010031376901195796 0.00084282836976233393 0.0011647951077736025 0.001390568427253575 0.0005699363403758068
leaf_weight=58 68 54 76 93 70 93 65 58 52 57 58 54 750 58 61 66 69 510 226 90 52 95 55 84
leaf_count=58 68 54 76 93 70 93 65 58 52 57 58 54 750 58 61 66 69 510 226 90 52 95 55 84
internal_value=0 0.000799515 0.000750226 0.00120978 0.000800708 0.00122542 0.000970068 0.0012395 0.00129571 0.0012192 0.000738483 0.000705982 0.00121134 0.00101972 0.00108817 0.000668326 0.00121925 0.00122588 0.00126559 0.00107405 0.000752677 0.00124685 0.00127446 0.000608484
internal_weight=0 647 579 2325 503 2148 135 1965 521 1444 368 310 1386 177 119 256 1329 1260 428 183 106 376 281 150
internal_count=2972 647 579 2325 503 2148 135 1965 521 1444 368 310 1386 177 119 256 1329 1260 428 183 106 376 281 150
is_linear=0
shrinkage=0.0032998


Tree=9813
num_leaves=13
num_cat=0
split_feature=15 475 474 9 41 10 3 1 3 150 3 123
split_gain=0.102779 0.0774683 0.112965 0.072602 0.197236 0.0730695 0.0673536 0.061394 0.0378369 0.0311004 0.037423 0.0297422
threshold=-0.2987999999999999 -0.086919999999999983 -0.070684999999999984 0.083710000000000021 0.082095000000000015 -0.010699999999999999 -0.15755 0.14646500000000004 -0.024819999999999998 0.11857000000000002 0.076825000000000018 0.085810000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 -3 -7 8 -1 10 -8 -10
right_child=1 3 -4 -5 -6 6 9 -9 11 -11 -12 -13
leaf_value=-0.0030316512822077361 0.00090075230902513924 0.0086925921795043496 0.011035142409680241 -0.0026351662149573696 -0.0054238281989120729 0.0075681778686355842 0.0026494276068322071 -0.0059278741111949166 0.0050859267922804463 -0.0006128451869991269 0.0048290439520256804 -0.00027590764052191712
leaf_weight=53 53 65 77 70 79 87 1993 52 58 73 254 58
leaf_count=53 53 65 77 70 79 87 1993 52 58 73 254 58
internal_value=0 0.00289847 0.00691725 0.00269846 0.00284552 0.00311051 0.00295903 -0.000867613 0.00067876 0.00278541 0.00289661 0.00238952
internal_weight=0 2751 130 2621 2551 2472 2407 221 169 2320 2247 116
internal_count=2972 2751 130 2621 2551 2472 2407 221 169 2320 2247 116
is_linear=0
shrinkage=0.16829


Tree=9814
num_leaves=20
num_cat=0
split_feature=1 155 47 39 1 12 1 147 12 11 51 16 1 39 1456 475 124 49 1
split_gain=6.3058 0.828317 0.587036 0.493672 0.441974 0.33301 0.285988 0.180798 0.179791 0.210989 0.201627 0.173307 0.128264 0.104257 0.103935 0.0761298 0.0711099 0.0776806 0.0672435
threshold=0.10557500000000002 0.089885000000000007 0.10364500000000001 0.055555000000000007 0.13130500000000003 0.088365000000000013 0.094165000000000013 0.085765000000000022 0.11582000000000002 1.0000000180025095e-35 -0.23912999999999998 -0.072359999999999994 0.14860500000000001 0.091635000000000008 0.088580000000000006 -0.09688999999999999 -0.078224999999999989 -1.0000000180025095e-35 0.087720000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 5 16 -5 8 9 10 -1 -4 13 -6 15 -12 -2 -18 -11
right_child=1 -3 11 6 12 -7 -8 -9 -10 18 14 -13 -14 -15 -16 -17 17 -19 -20
leaf_value=0.0006501904013354341 0.00027019586818138945 0.00082154572813538914 0.0004525978638977603 0.00074054210302989967 0.00035432537782080883 0.00064116446505214388 0.00044303329738300208 0.00065742687981036173 0.00068096927784238584 0.001034374069721744 0.0009423394674548237 0.00069274003593918279 9.2111587890925963e-05 0.00016042218384377865 0.00095265590933165604 0.00081552513367822994 0.0004874057813409184 0.00032210615391572344 0.00087081005425971843
leaf_weight=77 67 54 61 84 75 60 62 80 100 67 57 74 63 52 70 1687 64 64 54
leaf_count=77 67 54 61 84 75 60 62 80 100 67 57 74 63 52 70 1687 64 64 54
internal_value=0 0.000430052 0.000393542 0.000801225 0.000335534 0.000425441 0.000614444 0.000813649 0.00081955 0.00082642 0.000817747 0.000584492 0.000214683 0.000275209 0.00082484 0.00081969 0.000358884 0.000405031 0.00096167
internal_weight=0 634 580 2338 445 255 146 2192 2112 2012 1891 135 190 127 1814 1744 195 128 121
internal_count=2972 634 580 2338 445 255 146 2192 2112 2012 1891 135 190 127 1814 1744 195 128 121
is_linear=0
shrinkage=0.0032998


Tree=9815
num_leaves=30
num_cat=0
split_feature=2 12 9 2 2 2 16 14 12 2 42 1447 49 2 1211 2 43 12 16 16 16 43 52 133 16 480 133 2 16
split_gain=3.80205 1.44664 0.627265 0.511295 0.732652 0.473519 0.299376 0.296566 0.264479 0.253395 0.180068 0.139107 0.126963 0.125014 0.0937749 0.145546 0.165571 0.0881042 0.0877668 0.0752111 0.0798048 0.0586172 0.0568067 0.0518512 0.0488273 0.0398071 0.0384615 0.0102958 0.00204731
threshold=0.12026500000000001 0.056995000000000011 -1.0000000180025095e-35 0.10406500000000002 -0.087809999999999985 0.15205000000000002 0.15273500000000004 0.05884000000000001 0.096990000000000007 0.092155000000000015 -1.0000000180025095e-35 -0.082844999999999988 -1.0000000180025095e-35 0.10912000000000001 0.077725000000000016 0.088905000000000026 -0.0048749999999999991 0.088725000000000012 -0.08267999999999999 -0.034004999999999994 -0.40885499999999991 -0.067269999999999983 0.10400000000000002 -0.023274999999999997 1.0000000180025095e-35 0.087310000000000013 0.056015000000000002 0.088755000000000014 -0.013049999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 8 11 18 22 25 -5 21 15 17 -17 -13 -6 20 -2 -12 27 -16 -20 -3 -23 -10 -11
right_child=5 7 3 12 9 -7 -8 -9 10 28 13 14 -14 -15 23 16 -18 -19 24 -21 -22 26 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00030972116086361979 0.0003251000545910759 0.00093558579930844664 0.00035676275110379596 0.00035438917087456562 0.00072875892331573022 0.00016006195750063184 0.00063110567394138346 0.00097227786547211814 0.00075465361330753647 0.00061083305883027732 0.00065741838595566977 0.00082847014783817854 0.00054544271120778444 0.00074519640839930759 0.00073961245664944586 0.00077055730785848008 0.00063040034337058298 0.00075544889327169992 0.00096364770078483119 0.00025375000936259264 0.00050168543205316959 0.00045858059477337692 0.00066199125176915458 0.00059404465056517579 0.00082146599800825856 0.00080958542559834154 0.00058913601194516315 0.00082525343038628159 0.00066164670894853551
leaf_weight=83 63 74 58 66 52 103 60 73 60 52 57 519 94 63 65 294 139 301 62 53 53 55 53 52 56 54 52 77 52
leaf_count=83 63 74 58 66 52 103 60 73 60 52 57 519 94 63 65 294 139 301 62 53 53 55 53 52 56 54 52 77 52
internal_value=0 0.00072194 0.000575922 0.000620758 0.000694822 0.000346425 0.000430094 0.000764156 0.000756204 0.000766254 0.000682009 0.000776835 0.000466853 0.000618427 0.000766917 0.000775452 0.000725646 0.000801709 0.000845378 0.00035852 0.000406085 0.000569514 0.000757788 0.000675217 0.00089647 0.000882705 0.000522357 0.000794591 0.000636579
internal_weight=0 2563 575 492 332 332 229 1988 1915 274 417 1498 160 227 1370 1253 433 820 170 169 116 164 190 117 118 128 107 137 104
internal_count=2895 2563 575 492 332 332 229 1988 1915 274 417 1498 160 227 1370 1253 433 820 170 169 116 164 190 117 118 128 107 137 104
is_linear=0
shrinkage=0.0032998


Tree=9816
num_leaves=17
num_cat=0
split_feature=41 13 13 12 12 12 1 9 148 42 133 12 403 1 147 1
split_gain=0.15876 0.100923 0.0884347 0.227004 0.0881509 0.0749529 0.0655246 0.0577404 0.0620713 0.108008 0.0739421 0.066029 0.0691536 0.079957 0.0670214 0.0408689
threshold=0.075585000000000013 -0.09330999999999999 -0.11760499999999999 0.085845000000000019 0.086155000000000023 -0.060304999999999991 0.11507500000000002 -1.0000000180025095e-35 -0.084284999999999985 0.11966500000000001 0.15630500000000003 -0.083979999999999985 -0.00043499999999999995 0.080320000000000016 0.089430000000000023 0.099765000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -2 -1 -7 -3 -9 11 -11 15 13 -13 -14 -10
right_child=4 7 3 -5 -6 6 -8 8 9 10 -12 12 14 -15 -16 -17
leaf_value=0.0073885522276175885 0.011438321946987427 -0.0013758781131292133 -0.011376971728237888 0.0028851648986987907 0.0033985564139855872 0.003471496447102841 -0.0041743049450728795 0.0086906719615294746 0.0035050951806080599 -0.0063704814791873624 0.0024671033220650587 0.0034121148118055481 0.0046810274823384269 -0.0013787874193889923 -0.0012262938698948882 -0.0026677286860002565
leaf_weight=61 103 69 55 74 63 75 55 65 52 52 55 394 1462 131 56 73
leaf_count=61 103 69 55 74 63 75 55 65 52 52 55 394 1462 131 56 73
internal_value=0 0.00303037 0.000216393 -0.00318166 0.00839791 0.00252082 0.000222914 0.00340342 0.00354512 0.00339731 -0.00181101 0.0036552 0.00388495 0.00221325 0.00446192 -8.54612e-05
internal_weight=0 2729 320 129 166 191 130 2409 2340 2275 107 2168 2043 525 1518 125
internal_count=2895 2729 320 129 166 191 130 2409 2340 2275 107 2168 2043 525 1518 125
is_linear=0
shrinkage=0.16829


Tree=9817
num_leaves=15
num_cat=0
split_feature=43 4 4 13 48 10 43 1211 12 10 51 42 42 49
split_gain=0.0914924 0.0490112 0.0969038 0.101246 0.0936019 0.0754847 0.072315 0.0957066 0.0813047 0.0737455 0.066729 0.0602561 0.0507822 0.0338609
threshold=-0.50914999999999988 -0.47860499999999995 -0.14345499999999997 -0.077504999999999977 0.11579500000000002 -0.092019999999999977 0.0034500000000000004 0.082530000000000006 0.085685000000000025 0.057650000000000007 -0.045524999999999989 0.082690000000000013 0.11517500000000001 0.016520000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 10 3 -3 5 -4 7 9 11 -7 -2 -8 -10 -6
right_child=1 2 4 -5 13 6 8 -9 12 -11 -12 -13 -14 -15
leaf_value=0.0094649874147256594 0.002459113838416978 0.0041483821866216634 -0.0032837900845366164 -0.0051316596037748559 0.010727641740422464 0.0035248221175634346 -0.0067892597660351509 -0.003851994433744131 0.0030524021318202037 -0.0022298014340293624 0.0094687217918343926 0.00086144146375209446 -0.0019649263966607035 0.0045679029698936823
leaf_weight=57 89 52 62 92 52 1779 60 54 285 65 69 56 71 52
leaf_count=57 89 52 62 92 52 1779 60 54 285 65 69 56 71 52
internal_value=0 0.00264214 0.00247112 -0.00176806 0.00271254 0.00250002 0.00265208 0.00311597 0.000782867 0.003321 0.00553164 -0.00308033 0.00204671 0.00766505
internal_weight=0 2838 2680 144 2536 2432 2370 1898 472 1844 158 116 356 104
internal_count=2895 2838 2680 144 2536 2432 2370 1898 472 1844 158 116 356 104
is_linear=0
shrinkage=0.16829


Tree=9818
num_leaves=14
num_cat=0
split_feature=2 3 10 1209 1456 1447 3 52 1375 1 480 160 3
split_gain=0.0697824 0.13514 0.0569 0.0531266 0.0490602 0.0547653 0.0627377 0.0581081 0.0496786 0.0505917 0.0492166 0.040539 0.00750432
threshold=0.14132000000000003 -0.0075749999999999993 -0.07564499999999999 -0.08342999999999999 -0.11244999999999998 -0.083354999999999985 -1.0000000180025095e-35 0.12432000000000001 -0.084629999999999997 0.096315000000000026 0.087510000000000018 -0.078454999999999983 -0.081284999999999982
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 12 10 8 11 -7 -10 -6 -8 -5
right_child=1 -3 3 4 5 6 7 -9 9 -11 -12 -13 -14
leaf_value=0.0078825360130071777 0.0052013284131051185 -0.0048960493981029252 0.0071273735629796137 0.0073519804230033001 0.0081841662175595759 0.0063773696258454093 -0.0010777921375477117 0.0090961630782885414 0.0018593488651556524 -0.00023984570095974454 0.0015644100487190167 0.0038941702070891251 0.0043545692591368925
leaf_weight=55 60 100 66 52 78 59 55 53 1517 412 55 281 52
leaf_count=55 60 100 66 52 78 59 55 53 1517 412 55 281 52
internal_value=0 -0.0010983 0.00250999 0.00239907 0.00227899 0.00212947 0.00194235 0.00389995 0.00155839 0.00141007 0.00546018 0.00307496 0.00587055
internal_weight=0 160 2735 2680 2614 2510 2377 389 1988 1929 133 336 104
internal_count=2895 160 2735 2680 2614 2510 2377 389 1988 1929 133 336 104
is_linear=0
shrinkage=0.16829


Tree=9819
num_leaves=20
num_cat=0
split_feature=11 48 2 3 16 475 394 403 403 2 49 48 49 16 147 1 2 11 402
split_gain=0.0782182 0.0915037 0.0518807 0.0780912 0.0488195 0.0439043 0.0450554 0.0456354 0.144963 0.0635497 0.0481799 0.0786277 0.0548391 0.0441716 0.0578318 0.0396209 0.0244915 0.0149022 0.00735874
threshold=1.0000000180025095e-35 0.078735000000000013 0.14132000000000003 -0.0031199999999999995 -0.034004999999999994 -0.087994999999999976 0.0057250000000000009 -0.13024499999999997 -0.40938999999999998 0.086155000000000023 -0.068409999999999985 0.085760000000000017 -0.10164999999999999 -0.33811499999999994 0.086565000000000017 0.12700000000000003 0.086755000000000013 0.089965000000000003 -0.21394499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 5 -4 -2 -1 7 8 9 -7 11 12 -9 15 -15 -12 -13 -6 -11
right_child=1 -3 3 -5 17 6 -8 10 -10 18 13 16 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.001726142536176806 -0.00073701425493573585 0.010924335634529072 0.0031539168422431529 -0.0045274498431442127 0.0072068711055699687 0.005759907878306156 -0.0028486004797332936 0.00034238491728806787 -0.0075953533963272245 -0.0019127897670102644 0.0067013822426687701 0.0055593465572432096 -0.0071867061268126482 0.0025471989126283115 -0.0027589484736720471 0.0015024119518272133 0.00084587069710217284 0.0031290797041854941 0.00081190816185757375
leaf_weight=93 62 55 64 90 53 80 53 57 56 52 132 56 52 1632 60 62 73 53 60
leaf_count=93 62 55 64 90 53 80 53 57 56 52 132 56 52 1632 60 62 73 53 60
internal_value=0 0.00495402 0.00166822 -0.00132353 0.00298875 0.0018519 0.00198986 0.00209873 -5.44402e-05 0.00213564 0.00235099 8.6873e-05 -0.00323299 0.00263575 0.00235798 0.00504912 0.00290596 0.00518492 -0.000437089
internal_weight=0 223 2672 154 168 2518 2425 2372 248 192 2124 238 109 1886 1692 194 129 106 112
internal_count=2895 223 2672 154 168 2518 2425 2372 248 192 2124 238 109 1886 1692 194 129 106 112
is_linear=0
shrinkage=0.16829


Tree=9820
num_leaves=17
num_cat=0
split_feature=2 15 3 123 2 147 15 2 11 48 52 52 1444 3 15 2
split_gain=2.99917 1.40684 0.946678 0.594505 0.438299 0.34671 0.193574 0.185879 0.426295 0.155502 0.145516 0.156397 0.144814 0.0708208 0.0154569 0.0143732
threshold=0.12026500000000001 -0.38214499999999996 0.11269500000000002 0.081180000000000016 0.16730000000000003 0.088565000000000019 -0.080724999999999977 0.097005000000000022 0.079700000000000007 0.086410000000000015 -0.090304999999999983 0.029970000000000007 -0.078609999999999985 -0.0031199999999999995 -0.41343999999999997 0.10656
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 7 14 8 12 -5 15 -12 -3 -8 -2 -9
right_child=4 2 -4 9 -6 -7 13 10 -10 -11 11 -13 -14 -15 -16 -17
leaf_value=0.00029498032621559081 0.00029019278535630157 0.00055957766882307549 0.00038216324699884421 0.00060494216374276351 0.00013256333154203868 0.00045448100519537062 0.00056800300401188867 0.00070294083615915449 0.0010046463115074128 0.00036035345221463938 0.00051521673626315036 0.00067829075756692934 0.00073439540141963125 0.00040901308159736933 0.00036757126390566102 0.00077566293491095626
leaf_weight=101 76 55 103 54 79 54 78 73 64 62 107 170 1700 54 55 86
leaf_count=101 76 55 103 54 79 54 78 73 64 62 107 170 1700 54 55 86
internal_value=0 0.000677482 0.00069275 0.000705927 0.000348759 0.000717538 0.000413565 0.000723821 0.000738657 0.000474517 0.000661846 0.000615425 0.000728937 0.000503229 0.000322949 0.000742496
internal_weight=0 2629 2528 2425 342 2309 263 2255 1819 116 436 277 1755 132 131 159
internal_count=2971 2629 2528 2425 342 2309 263 2255 1819 116 436 277 1755 132 131 159
is_linear=0
shrinkage=0.0032998


Tree=9821
num_leaves=29
num_cat=0
split_feature=1 3 3 1 1 3 3 43 16 16 16 1 1 16 43 1 11 3 3 43 43 1 403 16 42 16 1 3
split_gain=10.0681 1.26118 1.10165 0.547721 0.386051 0.292834 0.234983 0.218959 0.203085 0.223164 0.187195 0.163938 0.157809 0.144578 0.14271 0.110736 0.0742806 0.197345 0.0982576 0.0665266 0.0680648 0.0679254 0.0585591 0.0546017 0.0449525 0.0348705 0.0329835 0.0313195
threshold=0.10932500000000002 -0.036264999999999992 -0.066229999999999997 0.095920000000000019 0.12895500000000001 0.3148450000000001 0.085880000000000012 -0.073404999999999984 -0.49353499999999995 -0.076589999999999978 0.060835000000000007 1.0000000180025095e-35 0.085490000000000024 0.014185000000000001 -0.18906999999999999 0.090540000000000023 1.0000000180025095e-35 -0.09738999999999999 -0.079634999999999997 0.060690000000000008 -0.0064299999999999991 0.07665000000000001 1.0000000180025095e-35 -0.094854999999999981 0.099665000000000017 -0.080419999999999978 0.090435000000000015 0.143375
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 8 11 10 6 24 -5 -1 15 -2 13 -13 25 -11 19 17 -16 -19 20 21 -10 -22 -21 -3 -4 -14 -8
right_child=1 5 3 7 -6 -7 27 -9 9 14 -12 12 26 -15 16 -17 -18 18 -20 23 22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00077608491240293946 0.00060048967990923195 0.00030546471997448148 0.00089638277975151144 0.00047458372391156008 0.00038330176100162013 0.00012376605876207559 0.00052060342572737156 0.00072493347034742299 0.00098780806001088142 0.0007688912660541343 0.00083717934988579749 0.001080366271195693 0.00079828245273344805 0.00065480917518020846 0.0007647163984202494 0.00088207824311875961 0.0010264105934250163 0.00096808260924992773 0.00088921173472997195 0.0010074181139357837 0.0011493775808776926 0.0011036843510980367 0.0010114691676574674 0.00085748139936882924 0.00018090950436831346 0.00078232041752124813 0.00092136574581336392 0.00040350333842436648
leaf_weight=71 84 83 79 68 56 86 55 90 349 61 67 53 58 64 77 80 98 552 273 66 91 73 64 53 54 59 53 54
leaf_count=71 84 83 79 68 56 86 55 90 349 61 67 53 58 64 77 80 98 552 273 66 91 73 64 53 54 59 53 54
internal_value=0 0.000416387 0.000914987 0.000780598 0.000618684 0.00029015 0.000348174 0.000617411 0.000951876 0.000958651 0.000705744 0.000850949 0.00092965 0.000786878 0.000927098 0.00100175 0.000936714 0.000926929 0.000942026 0.00101545 0.00103076 0.00100794 0.00109266 0.000940936 0.000256627 0.000847872 0.000857369 0.000462914
internal_weight=0 539 2432 524 207 332 246 158 1908 1837 151 366 164 202 1061 776 1000 902 825 696 577 422 155 119 137 138 111 109
internal_count=2971 539 2432 524 207 332 246 158 1908 1837 151 366 164 202 1061 776 1000 902 825 696 577 422 155 119 137 138 111 109
is_linear=0
shrinkage=0.0032998


Tree=9822
num_leaves=32
num_cat=0
split_feature=4 3 1 159 1 4 12 4 49 1 159 51 43 49 51 123 43 3 4 4 4 51 13 12 12 13 4 4 12 43 3
split_gain=4.24381 1.13815 0.566862 0.323625 0.307179 0.254423 0.229678 0.216185 0.203698 0.192694 0.113499 0.108448 0.1035 0.107767 0.0978243 0.0857919 0.0857795 0.061416 0.118658 0.0583055 0.0740909 0.0530493 0.0467158 0.122423 0.0734489 0.0693843 0.0562449 0.0347407 0.0346136 0.0309232 0.0120733
threshold=0.31392000000000003 -0.066229999999999997 0.10378000000000001 0.081975000000000006 0.13042000000000001 0.42405000000000009 0.086675000000000016 -0.03463999999999999 -0.06017999999999999 0.086215000000000014 0.081975000000000006 0.0045000000000000014 -0.022159999999999996 0.086035000000000014 0.089040000000000022 0.086620000000000016 -0.064179999999999987 -0.11151499999999999 -0.15615999999999999 -0.0083549999999999978 0.053925000000000008 -0.023324999999999995 -0.070004999999999998 0.096675000000000025 0.090205000000000021 -0.062109999999999992 -0.078704999999999983 -0.081204999999999986 0.085005000000000011 -0.011984999999999997 -0.014254999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 10 7 5 -2 9 -4 -8 11 14 12 13 21 19 -6 -9 18 -10 30 -21 -1 23 26 29 -26 -19 28 -14 -24 -3
right_child=4 2 3 -5 15 -7 8 16 17 -11 -12 -13 27 -15 -16 -17 -18 22 -20 20 -22 -23 24 -25 25 -27 -28 -29 -30 -31 -32
leaf_value=0.00079148298827510144 0.00022745269422437431 0.00053166723191478262 0.00066022372482133504 0.0001986374369772957 9.6607187985642344e-05 0.00047861429447601251 0.00052560341482648916 0.00031677192027944882 0.0006584058363074799 0.00060764136121739922 0.00074001548680560907 0.00093929810386778393 0.0008400160932585457 0.00085935099457741429 0.00048765979173342338 0.00026358477802865244 0.00049595907474176608 0.00058293050569665833 0.00084901581642496935 0.00073131512076759944 0.00058638288159050382 0.00066501833160212398 0.00082475421548043333 0.00051994428071145803 0.00078172811327499765 0.00066987846108192183 0.000702761692510079 0.0008888919879446311 0.00073203751500585876 0.00073321386827381355 0.00060873629052725017
leaf_weight=52 79 55 59 52 86 101 75 55 64 71 87 52 95 59 66 56 66 52 88 99 69 159 79 54 79 345 401 80 61 114 61
leaf_count=52 79 55 59 52 86 101 75 55 64 71 87 52 95 59 66 56 66 52 88 99 69 159 79 54 79 345 401 80 61 114 61
internal_value=0 0.000679281 0.000561371 0.000429068 0.000277899 0.000368578 0.000719103 0.000495441 0.000694591 0.000771696 0.000631529 0.000792507 0.000777352 0.000732101 0.000604462 0.000162706 0.000414802 0.000704496 0.000768991 0.000631482 0.000671999 0.000696352 0.000695743 0.000671139 0.000715903 0.000690801 0.000689084 0.000828973 0.00079802 0.000770866 0.000572499
internal_weight=0 2649 669 232 322 180 1980 180 1351 629 437 558 506 270 350 142 121 1276 152 284 168 211 1124 507 617 424 453 236 156 193 116
internal_count=2971 2649 669 232 322 180 1980 180 1351 629 437 558 506 270 350 142 121 1276 152 284 168 211 1124 507 617 424 453 236 156 193 116
is_linear=0
shrinkage=0.0032998


Tree=9823
num_leaves=26
num_cat=0
split_feature=1 1 0 12 3 2 4 3 1 3 2 0 150 1 42 0 4 0 15 12 3 130 15 15 12
split_gain=8.04721 1.40215 0.909885 0.755461 0.715382 0.573079 0.434524 0.400128 0.332892 0.318893 0.29488 0.291027 0.240622 0.209149 0.204966 0.201185 0.184033 0.150401 0.122236 0.121308 0.0733402 0.0695596 0.0518103 0.029375 0.0220647
threshold=0.10257000000000001 0.12381000000000002 0.040570000000000002 0.085075000000000026 0.088880000000000015 0.17553000000000005 0.032770000000000001 0.0025650000000000004 0.083670000000000008 -0.14884499999999998 -1.0000000180025095e-35 -0.078924999999999981 1.0000000180025095e-35 0.081540000000000015 -0.09361499999999999 -0.072924999999999976 0.053330000000000009 -0.11991499999999998 0.091600000000000015 0.086675000000000016 -0.080454999999999985 0.082135000000000014 -0.09053499999999999 -0.080724999999999977 0.096055000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 6 10 9 22 17 -1 -3 -12 -9 -4 21 19 24 -8 -17 -16 -19 -11 -2 -22 -5
right_child=1 5 13 16 -6 -7 8 12 -10 14 11 -13 -14 -15 15 18 -18 20 -20 -21 23 -23 -24 -25 -26
leaf_value=0.0012182311013924224 0.0004752151866983036 0.00027652821089798392 0.00058576637173554289 0.00097338095720655071 0.00069673398857481071 7.7667174900035441e-05 0.001084066632086266 0.00082145690787931971 0.00064126682485504097 0.0010274468761078339 0.00037772235158782573 0.00066775156304360291 0.00051753467554847897 0.00084625886477706844 0.0010395241093625156 0.00079905191579610795 0.00071297525853826667 0.00096561774073818476 0.00096463523729358553 0.00097223330356102275 0.00076556403533447703 0.0011688408284473472 0.0003341876223231932 0.00087840605448505187 0.00086608634817684246
leaf_weight=76 70 74 80 53 98 57 52 65 57 74 72 81 52 60 527 96 88 73 108 737 54 96 52 66 53
leaf_count=76 70 74 80 53 98 57 52 65 57 74 72 81 52 60 527 96 88 73 108 737 54 96 52 66 53
internal_value=0 0.000554685 0.000956175 0.000672966 0.000973279 0.000374224 0.000986705 0.000548347 0.00087043 0.00100717 0.000448535 0.000531497 0.000686681 0.000697658 0.000997357 0.000984578 0.00082631 0.000923602 0.000886886 0.00100032 0.000880186 0.0011075 0.000415394 0.000827921 0.000920066
internal_weight=0 717 2254 433 2114 284 2016 239 302 1714 227 153 117 140 1638 1468 194 245 204 1264 193 170 122 120 106
internal_count=2971 717 2254 433 2114 284 2016 239 302 1714 227 153 117 140 1638 1468 194 245 204 1264 193 170 122 120 106
is_linear=0
shrinkage=0.0032998


Tree=9824
num_leaves=15
num_cat=0
split_feature=9 1427 0 49 480 1 0 13 1 52 393 16 49 13
split_gain=0.143932 0.0655343 0.0665809 0.0940984 0.0656092 0.064814 0.0560376 0.117065 0.0868229 0.0598666 0.0518546 0.0479243 0.0284935 0.0225969
threshold=0.092645000000000019 0.087620000000000017 -0.15270499999999995 -0.16047499999999998 -0.060589999999999998 0.087055000000000007 -0.11327499999999999 -0.10939499999999998 0.091395000000000018 -0.064364999999999992 0.10264500000000001 -0.24404999999999996 -1.0000000180025095e-35 -0.092984999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 -1 9 8 -8 -6 -9 12 -7 -11
right_child=-2 -3 3 4 6 11 7 10 -10 13 -12 -13 -14 -15
leaf_value=0.0055167002832051627 -0.0050096576928623507 -0.00085430996584119731 -0.0023845487962506355 -0.0006822047876947747 0.0035771731576330523 -0.00087610851298639274 0.0038283822888689665 0.0047812277061188698 -0.0052974159010192217 0.012300523788151281 -5.4780107080545081e-05 -0.0037175658616966701 0.0045949053395510867 0.0076016952977071336
leaf_weight=77 52 79 58 68 78 52 58 2073 60 52 64 71 55 74
leaf_count=77 52 79 58 68 78 52 58 2073 60 52 64 71 55 74
internal_value=0 0.00390797 0.00404108 0.00429735 0.00445143 0.0014361 0.00459412 0.0043505 -0.000796629 0.00727826 0.00463556 -0.000319017 0.0019193 0.00955515
internal_weight=0 2919 2840 2585 2527 255 2459 2255 118 204 2137 178 107 126
internal_count=2971 2919 2840 2585 2527 255 2459 2255 118 204 2137 178 107 126
is_linear=0
shrinkage=0.16829


Tree=9825
num_leaves=26
num_cat=0
split_feature=12 2 13 14 0 13 2 49 2 0 2 159 40 2 2 13 160 160 49 42 13 42 42 0 42
split_gain=5.78665 2.36434 1.2598 0.682602 0.609498 0.482637 0.434403 0.477012 0.383824 0.374774 0.291396 0.248174 0.236877 0.231683 0.17841 0.141846 0.169799 0.1331 0.120794 0.119067 0.0634205 0.0459788 0.035721 0.0293661 0.0275369
threshold=0.056995000000000011 0.13631000000000001 -0.072634999999999991 0.05884000000000001 0.080385000000000012 -0.13226499999999999 0.10433000000000002 0.088165000000000007 0.072175000000000017 -0.072924999999999976 0.13730000000000001 0.081975000000000006 -0.062739999999999976 0.091235000000000024 0.088135000000000005 0.10553500000000002 -0.060659999999999992 -0.10994 -0.012034999999999999 0.08351500000000002 -0.052124999999999998 -0.076394999999999977 0.088380000000000014 -0.084699999999999984 0.097025000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 5 6 -2 8 23 -4 13 12 14 -1 17 -10 16 -11 22 -19 21 -18 -15 -7 -8 -21
right_child=1 -3 4 -5 -6 9 7 -9 11 15 -12 -13 -14 19 -16 -17 20 18 -20 24 -22 -23 -24 -25 -26
leaf_value=0.00058570774695041741 0.00062964145006172347 0.00028857141666572308 0.00059171794519330423 0.0012184260237600515 0.00032655176149959852 0.00090083011017274238 0.00049989873536343207 0.00081407994557485539 0.00093862271928989301 0.00067875934144727673 0.00021489356916611039 0.0010413988849801617 0.00034332581630274047 0.00084139726141925855 0.0006969801533821074 0.00065677043445034309 0.00081997896892903625 0.00085128547081731658 0.00097977094798019373 0.0008803643149065762 0.00091787824813778312 0.00071263032144307996 0.00078915780587714536 0.00039506893130804592 0.00097773297645362589
leaf_weight=80 71 69 92 76 56 113 81 60 52 59 84 55 100 66 100 52 141 92 941 139 177 68 53 53 53
leaf_count=80 71 69 92 76 56 113 81 60 52 59 84 55 100 66 100 52 141 92 941 139 177 68 53 53 53
internal_value=0 0.000890356 0.000563808 0.000910103 0.000653971 0.000898514 0.000691091 0.000568792 0.000770325 0.000908266 0.000376177 0.000849535 0.000451247 0.000932675 0.000779879 0.000821413 0.000844029 0.000954135 0.000968362 0.000853642 0.000874581 0.000776316 0.000865388 0.000458699 0.000907426
internal_weight=0 2170 813 2101 549 2025 493 194 299 1954 264 207 180 1525 152 429 377 1199 1033 326 318 134 166 134 192
internal_count=2983 2170 813 2101 549 2025 493 194 299 1954 264 207 180 1525 152 429 377 1199 1033 326 318 134 166 134 192
is_linear=0
shrinkage=0.0032998


Tree=9826
num_leaves=22
num_cat=0
split_feature=1 4 4 4 51 0 0 4 2 0 42 52 51 42 160 0 52 52 1213 52 0
split_gain=0.117287 0.0925281 0.161898 0.100442 0.0972241 0.123469 0.113677 0.153411 0.0832204 0.0830898 0.0679763 0.0730325 0.0897585 0.0721306 0.0556324 0.0525503 0.0430951 0.0540811 0.032313 0.0312114 0.029999
threshold=0.15028500000000003 0.00059000000000000014 -0.00090499999999999988 0.50996500000000011 0.078960000000000016 -0.10185499999999999 -0.090394999999999989 -0.054114999999999989 0.113445 -0.07087499999999998 0.11704500000000001 -0.10012499999999998 -0.069319999999999979 0.095670000000000019 -0.088899999999999993 -0.11656999999999999 -0.5602649999999999 0.008405000000000001 0.0065300000000000002 0.10400000000000002 -0.23146499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 6 -6 7 -1 -5 14 11 -3 -13 20 -7 -9 -8 18 -18 -19 -14
right_child=-2 3 -4 8 5 9 16 15 -10 -11 -12 12 13 -15 -16 -17 17 19 -20 -21 -22
leaf_value=0.014531640189021755 -0.0026076283672979896 0.0060246227251529892 0.013009907145172502 0.012364874775672016 -0.0042474742972972426 0.0016860468564955575 0.0092372260573166439 0.0018199267555504888 0.003494569403729698 -0.00025500085976773299 0.0081076753910411022 -0.0047431667578168657 0.0062645583010324966 -0.0037959142044622471 0.00853193995765727 0.0081123193516201616 0.0030556818661299692 0.0065901082676329999 0.0068884314756345096 0.004134516282144853 0.0020100744137913494
leaf_weight=82 70 100 69 54 70 52 56 65 69 90 52 66 53 58 99 92 644 368 70 253 451
leaf_count=82 70 100 69 54 70 52 56 65 69 90 52 66 53 58 99 92 644 368 70 253 451
internal_value=0 0.00434751 0.00498451 0.00292761 0.00469829 0.00196227 0.00521922 0.00861848 0.00740346 0.00377339 0.0022195 0.00179645 0.00112031 0.0018121 0.00618631 0.00551863 0.00463387 0.00443942 0.00343396 0.00559258 0.00246104
internal_weight=0 2913 2010 903 1941 311 1630 239 123 241 780 728 628 562 151 157 1391 1335 714 621 504
internal_count=2983 2913 2010 903 1941 311 1630 239 123 241 780 728 628 562 151 157 1391 1335 714 621 504
is_linear=0
shrinkage=0.16829


Tree=9827
num_leaves=23
num_cat=0
split_feature=41 4 4 48 47 48 47 157 0 48 133 158 13 13 48 131 133 133 13 12 12 12
split_gain=0.104039 0.118042 0.10928 0.102779 0.0845507 0.0753027 0.0665545 0.0674923 0.0653338 0.17104 0.0984873 0.0919573 0.0721339 0.0578182 0.0471628 0.0440227 0.0415861 0.0344549 0.0328099 0.0359143 0.0274399 0.019788
threshold=0.092540000000000025 0.00059000000000000014 -0.00076499999999999995 0.093225000000000016 0.099120000000000028 -1.0000000180025095e-35 0.078345000000000012 -0.087424999999999989 -0.11262999999999999 0.083540000000000017 0.08653000000000001 0.083745000000000014 -0.086874999999999994 -0.069749999999999993 0.10713500000000002 0.09172000000000001 -0.012289999999999997 0.093845000000000026 0.11238500000000001 0.10344500000000002 0.087400000000000019 0.096385000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -3 7 -1 9 11 12 -7 -10 -8 -11 16 -9 -12 19 -14 -17 -19
right_child=-2 5 -4 4 -6 8 13 15 10 14 17 -13 18 -15 -16 20 -18 21 -20 -21 -22 -23
leaf_value=-0.00050087947877518505 0.010050729778967118 -0.0031524187227258667 0.011140621220924471 -0.003412498389526797 0.0045202384037763901 0.012010359223995395 0.0043219586675536025 0.0052906971775350618 -0.0044067621931061984 -0.0041145837513045366 0.0068641256418910468 0.00329080114843684 0.0006080794592798652 0.012330234904401226 0.0028547154294040569 0.0036433306468020617 0.0032900832619931542 -7.7774635720549073e-06 -0.0027117194611371151 0.0054391874123766309 0.008297963811556567 0.0044040543732084504
leaf_weight=91 67 81 60 96 63 82 52 424 94 53 84 60 171 52 57 55 1000 53 55 59 113 61
leaf_count=91 67 81 60 96 63 82 52 424 94 53 84 60 171 52 57 55 1000 53 55 59 113 61
internal_value=0 0.00332917 0.00405101 0.00383149 -0.000258039 0.00173597 0.00419637 0.00393904 0.00221577 0.00447913 0.00122415 0.00833869 -0.00036066 0.00834337 -0.000486887 0.00419396 0.00388703 0.00426678 0.000967541 0.00185518 0.00678482 0.00233718
internal_weight=0 2916 2006 1946 159 910 1787 1683 829 252 577 142 379 104 110 1592 1424 198 285 230 168 114
internal_count=2983 2916 2006 1946 159 910 1787 1683 829 252 577 142 379 104 110 1592 1424 198 285 230 168 114
is_linear=0
shrinkage=0.16829


Tree=9828
num_leaves=22
num_cat=0
split_feature=11 4 51 4 16 16 448 132 51 51 13 13 484 14 1 403 13 43 4 4 160
split_gain=0.0702125 0.0808883 0.113299 0.118598 0.0934445 0.0732766 0.0521914 0.0487791 0.0532506 0.10661 0.0420519 0.0493289 0.041165 0.0495792 0.0330841 0.0306619 0.0479393 0.0241525 0.0712435 0.017801 0.0100459
threshold=0.095930000000000015 0.00023500000000000005 0.089685000000000001 -0.0014249999999999998 0.073820000000000011 -0.088174999999999989 -0.077679999999999985 0.098870000000000027 -0.40775499999999992 -0.070559999999999984 0.17888000000000001 0.066150000000000014 0.095555000000000015 -1.0000000180025095e-35 0.081005000000000008 -0.088654999999999984 -0.089024999999999979 -0.041049999999999996 -0.077999999999999986 -0.083524999999999974 -0.088899999999999993
decision_type=2 2 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 17 15 -7 8 -3 -10 11 -8 13 -11 -15 -1 -17 20 -19 -18 -4
right_child=-2 7 4 -5 -6 6 10 -9 9 12 -12 -13 -14 14 -16 16 19 18 -20 -21 -22
leaf_value=0.0099545710347553364 0.0086087819147132993 0.0052951979398848563 0.001839464538711042 0.011518236752596589 -0.0061819035774505517 0.0083012239188656727 0.0030094181266612932 0.0055555497619558646 -0.0054149542932677994 0.0056472813227222002 0.006979149263804137 -0.0010828042196657241 0.0055982233241646485 0.0019635727491182386 -0.00057491833887357113 0.0021162510847734829 0.005150437651699185 0.0043537753937226845 -0.0044134259940072059 0.0093718645190908403 0.0052205720228932209
leaf_weight=52 60 79 52 56 53 54 1197 77 73 58 70 89 59 250 346 81 55 52 53 65 52
leaf_count=52 60 79 52 56 53 54 1197 77 73 58 70 89 59 250 346 81 55 52 53 65 52
internal_value=0 0.00277789 0.00338908 0.00388599 0.000122007 0.0036279 0.00315213 0.00149067 0.00112675 0.000705493 0.00294576 0.00272481 0.00133465 0.000947269 0.000486871 0.00627229 0.00531072 0.0017292 -5.44635e-05 0.00745202 0.00354729
internal_weight=0 2923 1981 1719 262 1663 1410 942 865 786 1356 1286 713 654 596 253 201 209 105 120 104
internal_count=2983 2923 1981 1719 262 1663 1410 942 865 786 1356 1286 713 654 596 253 201 209 105 120 104
is_linear=0
shrinkage=0.16829


Tree=9829
num_leaves=33
num_cat=0
split_feature=4 3 3 2 123 0 43 3 4 0 15 150 4 2 3 2 0 133 48 3 484 39 133 13 43 0 15 43 2 43 133 13
split_gain=4.84135 2.10812 1.02646 0.525722 0.301127 0.298048 0.281022 0.216514 0.207756 0.194339 0.257915 0.144694 0.120381 0.126546 0.111366 0.0938715 0.1673 0.0943001 0.0831314 0.0811025 0.0802076 0.0788627 0.0582263 0.0560006 0.0524313 0.0432943 0.032316 0.0302443 0.0451771 0.0359527 0.0175136 0.0241206
threshold=0.31392000000000003 -0.06533499999999999 0.28833000000000003 0.13388500000000003 0.081180000000000016 -0.072924999999999976 -0.116045 -0.13827999999999999 -0.46195999999999998 -0.14043999999999998 -0.41956999999999994 0.083295000000000022 0.052250000000000012 0.090020000000000017 -0.10067 0.088905000000000026 -0.097224999999999992 0.083645000000000011 0.087645000000000015 -0.080694999999999975 0.084225000000000008 0.088850000000000026 -0.08860999999999998 -1.0000000180025095e-35 -0.040494999999999996 -0.067134999999999986 0.088305000000000008 -0.087439999999999976 0.087865000000000013 -0.091499999999999984 0.090255000000000016 -0.070339999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 11 12 -7 -2 -8 -9 21 20 15 -14 -10 16 -1 22 -6 -15 23 -11 -17 -3 25 -16 -24 29 -29 -18 -19 -32
right_child=7 2 -4 -5 18 6 8 9 14 10 -12 -13 13 19 24 17 27 30 -20 -21 -22 -23 26 -25 -26 -27 -28 28 -30 -31 31 -33
leaf_value=0.0010129466787992328 0.00049917214355785591 0.00072570753600845986 0.00022390024276121019 0.00039740322453714046 0.00062953782380592127 0.00053020447915915511 0.00094599717786346415 0.00042015049883071523 0.00060279153904725039 0.00040873778824175025 3.8534477101570545e-05 0.00057492399251367332 0.00062632670742725704 0.00092058385168898777 0.00066270823906938205 0.00083917049202898828 0.0008471320019137747 0.00092181650467866084 0.00045060001353606528 0.00073031361323620228 0.00064951114522816106 0.00022715633120057495 0.00065904425222294805 0.00082490504866180312 0.00083459567192232739 0.00078331891042785276 0.00077401850569618069 0.00086056861863738972 0.00095767959821555144 0.00073899442093016386 0.00079282149207245394 0.00089387057528736002
leaf_weight=86 76 114 68 77 61 58 68 90 54 55 53 55 55 52 64 63 147 52 57 52 62 52 68 166 96 82 55 702 64 52 69 58
leaf_count=86 76 114 68 77 61 58 68 90 54 55 53 55 55 52 64 63 147 52 57 52 62 52 68 166 96 82 55 702 64 52 69 58
internal_value=0 0.000770541 0.000608657 0.000652792 0.000690908 0.000824025 0.000745434 0.000344253 0.000779632 0.000297017 0.000227534 0.000734663 0.00084506 0.000757013 0.000741294 0.000854922 0.00087119 0.000807982 0.0005434 0.000825788 0.000760249 0.000320822 0.000754431 0.000784643 0.000772054 0.00073069 0.000710742 0.000858521 0.000868728 0.000819052 0.000863431 0.000839247
internal_weight=0 2657 660 592 515 1997 422 326 364 250 160 397 1575 159 296 1416 1051 365 118 104 342 107 186 280 242 146 123 965 766 199 179 127
internal_count=2983 2657 660 592 515 1997 422 326 364 250 160 397 1575 159 296 1416 1051 365 118 104 342 107 186 280 242 146 123 965 766 199 179 127
is_linear=0
shrinkage=0.0032998


Tree=9830
num_leaves=21
num_cat=0
split_feature=4 2 2 14 150 2 11 124 0 51 12 0 4 0 51 4 2 2 52 51
split_gain=7.99024 2.45172 0.878624 0.498272 0.476647 0.359973 0.34136 0.278277 0.244363 0.219284 0.186562 0.244583 0.162737 0.205881 0.216648 0.0975378 0.0975047 0.090827 0.0445149 0.0361845
threshold=0.31392000000000003 0.13388500000000003 0.098655000000000007 0.076450000000000004 0.082085000000000019 0.15205000000000002 1.0000000180025095e-35 -1.0000000180025095e-35 -0.13843999999999998 0.086450000000000013 -0.038859999999999992 -0.081864999999999979 -0.50231999999999988 -0.06612999999999998 0.116525 -0.0072149999999999992 0.11504500000000002 0.11366500000000002 0.029970000000000007 -0.064454999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 6 10 8 -1 -4 -3 11 -2 -9 14 -14 17 -12 -10 -17 -15
right_child=5 9 4 -5 -6 -7 -8 12 15 -11 16 -13 13 19 -16 18 -18 -19 -20 -21
leaf_value=0.00072756146807989911 0.00013340114246287348 0.00057363993439104178 0.00056265030197908674 0.001166225981968156 0.00050596431408247143 6.393634692994314e-05 0.0010193267577698006 0.0010916292194124116 0.00091251101076459729 0.00030097194960975338 0.00053213072842105721 0.00043445309615789248 0.00093123980223776303 0.00071236619284840291 0.00072298565543684194 0.00069094786783650971 0.0003616827862108275 0.00074581506900778716 0.00080726806744451892 0.00083490519017151877
leaf_weight=88 67 60 55 88 66 52 71 60 116 71 71 53 1539 54 58 90 80 56 71 67
leaf_count=88 67 60 55 88 66 52 71 60 116 71 71 53 1539 54 58 90 80 56 71 67
internal_value=0 0.000866596 0.000889857 0.000922149 0.000769602 0.00031624 0.000807434 0.00091062 0.000768569 0.000426127 0.000364522 0.000266659 0.00091966 0.000913634 0.000923698 0.000802474 0.00044206 0.000858443 0.000742463 0.00078051
internal_weight=0 2610 2479 1954 525 323 459 1866 388 131 271 120 1778 1718 1597 333 151 172 161 121
internal_count=2933 2610 2479 1954 525 323 459 1866 388 131 271 120 1778 1718 1597 333 151 172 161 121
is_linear=0
shrinkage=0.0032998


Tree=9831
num_leaves=20
num_cat=0
split_feature=4 4 42 41 160 43 1 40 40 484 40 160 0 0 482 147 133 4 484
split_gain=0.150572 0.11502 0.0854567 0.123738 0.084285 0.0884509 0.05208 0.0475458 0.0464558 0.045986 0.0406149 0.0357905 0.0489294 0.0456095 0.0372628 0.0340258 0.0306879 0.0278689 0.0225629
threshold=0.31392000000000003 0.50027500000000014 0.088485000000000022 0.078385000000000024 0.056295000000000005 0.065040000000000014 0.12122500000000001 -1.0000000180025095e-35 -0.079759999999999984 -0.065039999999999987 -0.0099849999999999991 0.31770000000000004 -0.15651999999999996 -0.13619499999999998 0.088285000000000016 0.074865000000000015 0.39985000000000009 0.0014100000000000002 0.0087000000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 8 4 5 9 -3 -8 -1 -4 -10 12 17 -14 -15 -2 18 -12 -11
right_child=1 6 3 -5 -6 -7 7 -9 10 16 11 -13 13 14 -16 -17 -18 -19 -20
leaf_value=0.0065638684736317975 -0.0068152067189874641 0.0063502648567682167 -0.00013598237821284051 0.012198177142048364 0.0090611878548927122 -0.0018392754600336603 0.0038816635661804849 -0.002348539295316707 -0.0017399126563989822 0.0048160673006004693 0.0038815227246657164 -0.0012305810409179152 -0.00070509835007507562 0.0032355858389465902 -0.0010988496574924173 -0.0011116850668292345 0.0077794119167126719 0.0090713864166963639 0.0010797464782598657
leaf_weight=98 68 61 55 64 98 71 63 77 54 356 64 56 97 1337 58 54 91 57 54
leaf_count=98 68 61 55 64 98 71 63 77 54 356 64 56 97 1337 58 54 91 57 54
internal_value=0 -0.000224123 0.00362249 0.00508867 0.00445859 0.00373634 0.00224415 0.000442219 0.00298623 0.00445157 0.0027817 0.00292908 0.0030746 0.00280848 0.00305408 -0.00430542 0.00495877 0.00634118 0.00432835
internal_weight=0 323 2610 789 725 627 201 140 1821 556 1723 1669 1613 1492 1395 122 501 121 410
internal_count=2933 323 2610 789 725 627 201 140 1821 556 1723 1669 1613 1492 1395 122 501 121 410
is_linear=0
shrinkage=0.16829


Tree=9832
num_leaves=12
num_cat=0
split_feature=1453 10 41 39 39 1 1425 1204 399 1 1
split_gain=0.0841015 0.0761546 0.0809644 0.0569058 0.0619224 0.0597954 0.0438819 0.0390433 0.0633954 0.0331546 0.0308135
threshold=-0.077554999999999985 -0.089679999999999982 0.088910000000000017 0.089030000000000012 0.084270000000000012 0.10950000000000001 0.08252000000000001 -0.08094999999999998 0.086730000000000015 0.10331000000000003 0.13385500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -5 7 8 -3 -9 -7
right_child=1 2 -4 5 -6 10 -8 9 -10 -11 -12
leaf_value=0.0078240474567956419 -0.0022507466911874598 0.0031313000152218035 0.0080882119095934697 0.0040633870517800645 0.0073060361287631305 -0.0052292072791823956 0.0069609686373031743 0.0029010519406358856 -0.0046467188870144864 0.0011827037041908356 3.6916296112746882e-05
leaf_weight=87 92 63 76 59 81 59 63 1842 56 389 66
leaf_count=87 92 63 76 59 81 59 63 1842 56 389 66
internal_value=0 0.00250164 0.00266105 0.00250636 0.00271716 -0.000341053 0.00256237 0.00244369 -0.000513847 0.00260224 -0.00243432
internal_weight=0 2846 2754 2678 2494 184 2413 2350 119 2231 125
internal_count=2933 2846 2754 2678 2494 184 2413 2350 119 2231 125
is_linear=0
shrinkage=0.16829


Tree=9833
num_leaves=13
num_cat=0
split_feature=474 1210 1453 133 12 12 13 13 13 9 3 3
split_gain=0.0597884 0.062519 0.066796 0.0642091 0.0755439 0.059531 0.0738909 0.0631344 0.0745559 0.12183 0.0669728 0.018536
threshold=-0.029314999999999997 -0.081959999999999991 -0.077554999999999985 -0.43104999999999993 0.091065000000000021 0.11395500000000001 0.11466000000000001 -0.50337999999999983 -0.11760499999999999 -1.0000000180025095e-35 -0.096384999999999985 -0.082974999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 11 -3 4 -4 7 -7 -5 10 -10 -9 -2
right_child=1 2 3 5 -6 6 -8 8 9 -11 -12 -13
leaf_value=0.0062044650812752714 0.0038140164596530786 0.0065073403016570226 0.00092972089603131922 -0.0038895239666452914 0.0095167361657580388 -0.004494157967661244 0.0031030920765736693 0.0097951418125583421 -0.0045115049767883424 0.0019124188381423148 0.0027962712922604323 0.0084005457362086935
leaf_weight=103 52 87 54 54 64 96 58 61 87 2056 109 52
leaf_count=103 52 87 54 54 64 96 58 61 87 2056 109 52
internal_value=0 0.00206706 0.00191161 0.00175942 0.00560231 0.00157883 -0.00162119 0.00178779 0.00192111 0.00165079 0.0053182 0.00612456
internal_weight=0 2830 2726 2639 118 2521 154 2367 2313 2143 170 104
internal_count=2933 2830 2726 2639 118 2521 154 2367 2313 2143 170 104
is_linear=0
shrinkage=0.16829


Tree=9834
num_leaves=20
num_cat=0
split_feature=1 10 12 1 15 1 12 1 0 1 1 1 1 14 1429 1 16 16 15
split_gain=2.04744 0.39841 0.362806 0.445207 0.180588 0.154398 0.151054 0.0924841 0.0924793 0.107515 0.0834518 0.101129 0.0981138 0.0813607 0.0777787 0.0847207 0.0792345 0.0585548 0.0528574
threshold=0.11657000000000002 -0.088499999999999981 0.056995000000000011 0.092695000000000013 -0.21242999999999998 1.0000000180025095e-35 0.11878500000000002 0.087480000000000016 -0.14867499999999997 0.10835000000000002 0.10932500000000002 0.099250000000000019 0.10373000000000002 -0.41608999999999996 0.086095000000000019 0.10331000000000003 -0.078104999999999994 0.0097750000000000007 -0.43587999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 13 -1 8 -7 -4 14 11 -5 -13 -3 15 16 -10 -6 -15
right_child=1 4 6 10 17 7 -8 -9 9 -11 -12 12 -14 18 -16 -17 -18 -19 -20
leaf_value=0.00050420889644724903 8.2369161000758268e-05 0.00039903768162025919 0.00073550125562051212 0.00033658542606307667 0.00037975817111451471 0.00074465285329854667 0.00045801214191036079 0.00056965480824587263 0.00062153979132146522 0.00075170261684602731 0.00033182670248901175 0.00061574575441621386 0.00042966763640135225 0.00031105201976060339 0.00068700257495233339 0.00045855448232602646 0.00057456659291248895 0.00050730697858205438 0.00016676917091739389
leaf_weight=99 63 54 60 58 78 87 81 57 741 52 95 53 80 59 103 53 918 87 55
leaf_count=99 63 54 60 58 78 87 81 57 741 52 95 53 80 59 103 53 918 87 55
internal_value=0 0.000323724 0.000579061 0.000501771 0.00036928 0.000605935 0.000599406 0.000675627 0.000605331 0.000601129 0.000413144 0.000453405 0.000504084 0.000292517 0.000596795 0.000591348 0.000595569 0.000447225 0.000241751
internal_weight=0 396 2537 529 333 243 2008 144 1927 1867 286 191 133 168 1815 1712 1659 165 114
internal_count=2933 396 2537 529 333 243 2008 144 1927 1867 286 191 133 168 1815 1712 1659 165 114
is_linear=0
shrinkage=0.0032998


Tree=9835
num_leaves=20
num_cat=0
split_feature=1 3 123 43 3 3 47 15 11 3 16 3 1 156 155 1 15 474 1
split_gain=4.17751 0.525111 0.459572 0.243724 0.308613 0.19333 0.165815 0.321093 0.113924 0.147236 0.142428 0.102822 0.0882511 0.0881511 0.136981 0.084599 0.0732535 0.0675211 0.0674471
threshold=0.10540500000000001 -0.053364999999999996 0.080635000000000012 -0.064539999999999986 0.3148450000000001 0.092005000000000017 0.087850000000000025 -0.049344999999999993 1.0000000180025095e-35 -0.13392999999999997 0.035560000000000008 0.12745000000000004 0.11779500000000002 0.086910000000000015 0.09198000000000002 0.096315000000000026 0.120215 0.085515000000000022 0.08864000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 5 12 11 8 7 -2 9 -1 -10 -5 -3 15 17 16 -11 -15 -7
right_child=1 3 -4 4 -6 18 -8 -9 10 13 -12 -13 -14 14 -16 -17 -18 -19 -20
leaf_value=0.00041165779855035551 0.00014603367404383879 0.00020136075994562545 0.00034224667810042644 0.00027050084040572392 9.6887593220987194e-05 0.00053459097389290007 0.0005191064836049783 0.00046393973182823459 0.00057997927562744101 0.00058863727876444971 0.00079104120721211718 0.00043396029781924588 3.8090714029995059e-05 0.00078462620887210415 0.00052346016859867051 0.00046695932772612605 0.00046719519492208531 0.00063017577658376124 0.00038037965930344536
leaf_weight=55 60 57 92 98 83 63 81 83 76 1579 68 76 100 73 61 73 59 60 66
leaf_count=55 60 57 92 98 83 63 81 83 76 1579 68 76 100 73 61 73 59 60 66
internal_value=0 0.000270191 0.000571742 0.000200385 0.000263044 0.000581181 0.00039905 0.000330799 0.000588841 0.000582134 0.000679892 0.000342099 9.75915e-05 0.000587037 0.000655102 0.000579299 0.000584284 0.000715214 0.000455965
internal_weight=0 638 2325 414 257 2233 224 143 2104 1960 144 174 157 1905 194 1711 1638 133 129
internal_count=2963 638 2325 414 257 2233 224 143 2104 1960 144 174 157 1905 194 1711 1638 133 129
is_linear=0
shrinkage=0.0032998


Tree=9836
num_leaves=31
num_cat=0
split_feature=2 12 2 12 3 2 2 3 123 12 16 2 0 150 0 12 0 3 2 2 12 0 43 16 133 3 10 16 16 0
split_gain=5.77678 2.25153 1.29356 1.06919 0.802233 0.509898 0.614995 0.296584 0.296085 0.289764 0.239997 0.185249 0.243458 0.226141 0.142695 0.124761 0.117913 0.112012 0.105878 0.102413 0.128321 0.0989107 0.0879349 0.0790338 0.0550766 0.0506326 0.0478908 0.0297062 0.0638576 0.0309375
threshold=0.11152000000000002 -0.012249999999999999 0.15205000000000002 0.087495000000000003 0.10402500000000002 -1.0000000180025095e-35 0.094985000000000014 0.30863500000000005 0.085705000000000017 0.094305000000000014 0.3935300000000001 0.089545000000000013 -0.097774999999999987 0.082085000000000019 -0.067664999999999989 0.108115 -0.033754999999999993 -0.090889999999999985 0.11978500000000002 0.083855000000000013 0.084595000000000017 -0.052874999999999998 -0.0071849999999999995 -0.39761999999999992 0.10784000000000001 -0.10859999999999999 -0.008179999999999998 -0.073554999999999995 -0.090044999999999986 -0.077714999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 7 9 26 -7 8 23 11 18 12 17 16 25 -16 22 -3 -5 20 -14 -4 -13 -2 -21 -11 -1 28 -27 -29
right_child=2 4 21 10 -6 6 -8 -9 -10 14 -12 13 19 -15 15 -17 -18 -19 -20 24 -22 -23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=0.00056882279778107305 0.00056280311237770302 0.001289244056000418 0.00015398743524026794 0.00084739259274891081 0.00063460153824205048 0.001044600712491614 0.0005816959849980456 0.00029811164920036577 0.00038185045562079666 0.0010446776859718853 0.00098386586388330886 0.0010022650356832077 0.00085609758944818557 0.00077129026547377902 0.00090883417414769655 0.00070147024900911708 0.0011269052227538673 0.0010928844443354724 0.00063411905783362964 0.0010552298993981399 0.0010065019124706075 0.00035267482540226924 0.0008785424011087692 0.00073565712889753037 0.00094037742596013603 0.00091027013622214893 0.00043100470297738005 0.00084308545188562401 0.0010647937822930533 0.00094265307836972087
leaf_weight=52 52 53 57 52 71 58 69 57 61 68 77 195 82 64 90 52 58 93 54 577 309 54 102 73 56 70 67 61 59 120
leaf_count=52 52 53 57 52 71 58 69 57 61 68 77 195 82 64 90 52 58 93 54 577 309 54 102 73 56 70 67 61 59 120
internal_value=0 0.000947179 0.000568756 0.000651479 0.00098098 0.000647503 0.000793379 0.000507653 0.000571678 0.000992624 0.000842268 0.00101498 0.00103665 0.000954372 0.000924249 0.000833146 0.000987279 0.00116441 0.000739076 0.0010184 0.000975049 0.000250964 0.000959893 0.000664032 0.00104512 0.000958379 0.000491524 0.000939336 0.000981217 0.000909292
internal_weight=0 2426 537 426 2180 246 127 243 186 2109 183 1589 1170 419 520 142 355 146 106 1024 391 111 297 125 633 378 119 310 129 181
internal_count=2963 2426 537 426 2180 246 127 243 186 2109 183 1589 1170 419 520 142 355 146 106 1024 391 111 297 125 633 378 119 310 129 181
is_linear=0
shrinkage=0.0032998


Tree=9837
num_leaves=16
num_cat=0
split_feature=4 151 16 376 1453 0 475 475 4 14 4 1454 157 42 49
split_gain=0.127685 0.0690062 0.0819983 0.0662686 0.0699907 0.0784983 0.0646337 0.0688563 0.0608909 0.140521 0.0530956 0.0454474 0.0535228 0.0356476 0.0226865
threshold=0.31392000000000003 -0.068254999999999996 -0.52819999999999989 0.076485000000000011 -0.067664999999999989 0.14054500000000003 -0.082659999999999997 0.036560000000000002 0.6224900000000001 -0.40567999999999999 -0.008454999999999999 0.079515000000000016 -0.07692499999999998 0.078120000000000009 -0.0083799999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 6 10 11 9 -4 13 12 -8 -6 -15
right_child=1 2 8 -5 5 -7 7 -9 -10 -11 -12 -13 -14 14 -16
leaf_value=-0.00065415867755003133 -0.0045205134145082787 0.0073749698600299868 0.0029064832216887976 -0.00061157369098877197 0.0053426157622139614 -0.0023988763096463332 -4.2418758425672768e-05 0.0088596993193902976 0.0044539003870127337 -0.0075507982705595141 0.0022800377366743309 0.0073892449956067833 0.0036980370810889688 0.0076393180487112581 0.012701532322205217
leaf_weight=95 71 52 78 99 76 53 114 75 59 68 58 89 1870 53 53
leaf_count=95 71 52 78 99 76 53 114 75 59 68 58 89 1870 53 53
internal_value=0 0.000117602 0.00140594 0.0036443 0.00381115 0.00398566 0.00412812 0.00383352 -9.93917e-05 -0.00195173 0.00675723 0.00365081 0.00348221 0.00817416 0.0101874
internal_weight=0 328 257 2635 2536 2441 2388 2148 205 146 240 2073 1984 182 106
internal_count=2963 328 257 2635 2536 2441 2388 2148 205 146 240 2073 1984 182 106
is_linear=0
shrinkage=0.16829


Tree=9838
num_leaves=29
num_cat=0
split_feature=1 52 1 47 2 49 123 14 12 13 49 1 0 52 1 0 0 1446 2 13 2 48 12 52 0 2 50 2
split_gain=12.3851 1.94749 1.44015 0.961467 0.630869 0.572788 0.506113 0.344424 0.339917 0.258654 0.320022 0.239361 0.174879 0.172964 0.166288 0.213716 0.161893 0.113723 0.109356 0.11056 0.118474 0.102845 0.0531301 0.0513708 0.0339244 0.0312446 0.0285195 0.0250187
threshold=0.10509 -0.39173999999999992 0.13662500000000002 0.10364500000000001 0.099345000000000017 -0.046739999999999997 0.085705000000000017 0.064610000000000015 -0.032329999999999991 -0.16392499999999996 -0.0069299999999999995 0.088830000000000006 -0.099704999999999974 -0.032354999999999988 0.09772500000000002 -0.034759999999999992 -0.072924999999999976 0.088585000000000011 0.089545000000000013 -0.093619999999999995 0.083855000000000013 0.091125000000000025 0.089625000000000024 0.0030150000000000008 -0.080584999999999976 0.14808000000000002 0.089975000000000013 0.10912000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 7 -6 9 11 -7 -3 -11 17 -13 -4 15 24 22 18 19 -1 -21 23 -14 -20 -10 -15 -24 -26
right_child=1 2 13 -5 5 8 -8 -9 14 10 -12 12 16 25 -16 -17 -18 -19 21 20 -22 -23 26 -25 27 -27 -28 -29
leaf_value=0.0012013142857938202 0.0010126945609604614 0.00032802751971225933 2.0690685546246026e-05 0.00084414174526657 0.00061419087448693396 0.00070892095548044046 0.00022572142306818228 0.0012500026408769043 0.00093111965344380493 0.00073781005853698536 0.00046290870127687559 0.00078650202331980292 0.0011102963368418636 0.00030615686493457755 0.0011622608320056575 0.00077629319858348652 0.00085907749712426816 0.0011819436388923984 0.00098117590874930664 0.0009785862427356155 0.0010802882142999194 0.00086209028537244186 0.00094976376171238127 0.0010644998777039648 0.00096894780644118646 0.00018994213307923987 0.0010458749780658772 0.0010579774535111471
leaf_weight=69 72 54 55 89 62 54 79 88 64 86 102 55 77 54 55 57 79 79 178 166 643 52 81 186 67 52 84 124
leaf_count=69 72 54 55 89 62 54 79 88 64 86 102 55 77 54 55 57 79 79 178 166 643 52 81 186 67 52 84 124
internal_value=0 0.000500911 0.000436316 0.000540203 0.00101858 0.000911897 0.000455824 0.00104662 0.000955656 0.000530795 0.000588849 0.00103636 0.00096155 0.00017154 0.000991865 0.000961714 0.000991433 0.00105683 0.00104916 0.00107065 0.00105946 0.00100372 0.00103449 0.00102385 0.00100302 0.000249478 0.000998907 0.00102693
internal_weight=0 643 571 410 2320 483 321 1837 421 242 188 1749 376 161 367 312 321 1373 1294 878 809 416 242 364 255 106 165 191
internal_count=2963 643 571 410 2320 483 321 1837 421 242 188 1749 376 161 367 312 321 1373 1294 878 809 416 242 364 255 106 165 191
is_linear=0
shrinkage=0.0032998


Tree=9839
num_leaves=23
num_cat=0
split_feature=15 2 2 0 2 0 3 52 48 3 1443 3 2 159 159 51 14 2 42 42 13 43
split_gain=4.92896 2.89465 1.36679 1.03776 0.965497 0.616279 0.525633 0.241609 0.215416 0.232285 0.202871 0.198701 0.176218 0.150835 0.16211 0.138944 0.116261 0.103945 0.0995571 0.0905603 0.0756797 0.0730468
threshold=-0.24211499999999997 0.10052500000000002 0.153865 -0.12851999999999997 -0.0098549999999999974 -0.068669999999999995 -0.13117499999999996 0.0035300000000000006 0.10227500000000002 -0.11017499999999998 0.084655000000000022 0.083395000000000011 0.089545000000000013 0.082420000000000007 -0.08860999999999998 -0.16980499999999998 -0.41608999999999996 0.083855000000000013 0.109255 0.073240000000000013 -0.086254999999999984 -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=7 4 3 11 5 -2 19 16 9 -5 12 -3 15 14 -14 -8 -1 -17 20 -6 -11 -18
right_child=1 2 -4 8 6 -7 10 -9 -10 18 -12 -13 13 -15 -16 17 21 -19 -20 -21 -22 -23
leaf_value=0.00026329480915747688 0.00070324862990736104 0.00020605102876432849 4.2929295408321491e-05 0.0005305815904042458 0.00091306534537592308 0.00024117717768062569 0.00062243945717631831 0.00036777054228560857 0.00046535532439137767 0.00063846286325208333 0.00097859767558353366 0.00043849439790395045 0.00083723185613698804 0.00083793864735092545 0.00065453809486762968 0.00075914989550320618 -6.2785953279295517e-06 0.00082237749510878188 0.00058949015545626822 0.0011074859474970759 0.00078296209968497436 0.00016555013993999838
leaf_weight=59 68 69 60 92 58 59 55 79 62 54 52 98 65 88 331 523 53 688 53 54 189 54
leaf_count=59 68 69 60 92 58 59 55 79 62 54 52 98 65 88 331 523 53 688 53 54 189 54
internal_value=0 0.000706159 0.000519022 0.000565262 0.000768216 0.000488863 0.000786733 0.000217267 0.000647792 0.000676853 0.000773016 0.000342666 0.000766887 0.000712565 0.000684615 0.000787627 0.00014543 0.0007951 0.000722197 0.00100712 0.000750996 8.01095e-05
internal_weight=0 2718 677 617 2041 127 1914 245 450 388 1802 167 1750 484 396 1266 166 1211 296 112 243 107
internal_count=2963 2718 677 617 2041 127 1914 245 450 388 1802 167 1750 484 396 1266 166 1211 296 112 243 107
is_linear=0
shrinkage=0.0032998


Tree=9840
num_leaves=23
num_cat=0
split_feature=1 155 475 3 1456 0 3 12 402 402 42 12 3 12 12 1 0 1 3 3 1 12
split_gain=0.1958 0.0970131 0.082421 0.0982898 0.11026 0.110838 0.15789 0.081477 0.0660898 0.0953991 0.0459651 0.0457247 0.0435277 0.0760189 0.116899 0.0708916 0.0408782 0.0394562 0.0381324 0.0370451 0.0123152 0.0107884
threshold=0.095435000000000006 0.10022500000000002 -0.086349999999999982 0.084670000000000009 -0.15322999999999998 -0.14920999999999998 -0.15415499999999996 -0.19698999999999997 0.089310000000000014 0.050140000000000011 -0.032499999999999994 0.085205000000000017 0.086845000000000019 0.087215000000000015 -0.067899999999999988 0.11239500000000001 -0.22745499999999999 0.12895500000000001 -0.014924999999999999 0.11878500000000002 0.10075500000000003 0.106505
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 -1 4 -4 -6 -7 -2 9 -8 -9 -10 13 14 18 20 -5 19 -12 -14 -15 -17
right_child=1 -3 3 16 5 6 8 10 11 -11 12 -13 17 15 -16 21 -18 -19 -20 -21 -22 -23
leaf_value=0.0097127947236202786 -0.0045158644242376715 0.0073636461504924819 -0.0013862571161822193 0.0035810392196250732 0.012152748572387585 -0.0038006177174833029 0.0054678784849463806 0.0054090846911565771 -0.0012964177436461867 0.012091323163222464 0.0036547881448133761 0.0040956310050258944 0.0052544659184475548 0.0039429606209952584 -0.0086613260329520096 0.0014631954789687198 -0.0025174244285812689 0.0069175311029491772 -0.0014335669546097268 -0.00019911670746381802 0.0076256365273093671 -0.001837649122270658
leaf_weight=100 60 87 72 56 65 55 1372 94 60 65 65 168 57 55 52 54 70 64 116 91 54 58
leaf_count=100 60 87 72 56 65 55 1372 94 60 65 65 168 57 55 52 54 70 64 116 91 54 58
internal_value=0 0.00201521 0.00498158 0.00474208 0.00505074 0.00531139 0.00505181 0.00144556 0.00534531 0.00576873 0.00191856 0.00266879 0.00142321 0.000488887 -0.00162713 0.00272793 0.000178745 0.0034156 0.000383817 0.00188911 0.00578389 -0.00023013
internal_weight=0 907 2083 1983 1857 1785 1720 820 1665 1437 760 228 666 454 233 221 126 212 181 148 109 112
internal_count=2990 907 2083 1983 1857 1785 1720 820 1665 1437 760 228 666 454 233 221 126 212 181 148 109 112
is_linear=0
shrinkage=0.16829


Tree=9841
num_leaves=25
num_cat=0
split_feature=1 3 1429 49 130 13 3 40 1453 15 4 52 16 4 4 13 15 1 43 52 42 156 43 16
split_gain=0.135313 0.0678936 0.0639189 0.0915412 0.0765166 0.0676661 0.0696574 0.0629545 0.0569014 0.0596946 0.0568465 0.0551928 0.0862363 0.0533021 0.088708 0.0461002 0.0453705 0.0739927 0.0803793 0.0525283 0.0811052 0.0319106 0.0151154 0.016715
threshold=0.095435000000000006 0.35004500000000011 0.086295000000000011 0.0084900000000000028 0.082135000000000014 -0.15569499999999997 -0.096599999999999991 -0.084924999999999987 -0.067664999999999989 -0.11277999999999998 -0.17568999999999999 -0.082554999999999976 -0.080534999999999982 -0.060239999999999995 -0.083614999999999981 -0.086094999999999991 0.10432000000000001 0.10877000000000002 -0.03898999999999999 0.008405000000000001 0.09087000000000002 0.091075000000000017 -0.073404999999999984 -0.066539999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 4 -4 5 -1 11 -2 -8 -10 21 -7 -13 14 -6 -11 17 18 -12 20 -19 -9 -15 -24
right_child=1 -3 3 -5 13 6 8 10 9 15 16 12 -14 22 -16 -17 -18 19 -20 -21 -22 -23 23 -25
leaf_value=-0.0023919767562944881 -0.0020894609961179629 -0.0030276787813580675 0.013155709687023346 0.0034261368165801344 0.0053861568364469651 0.0048452191790496323 -0.0006620657014822167 0.0092484832360172405 0.00017554730268678156 0.0063647361213916009 0.0024013135954156573 0.003235358570334009 -0.0053390256389943451 0.0061010936415542699 0.013951696400143432 0.0040018347893161421 0.0062148773092832888 0.0060746587320275932 -0.0044469614993232912 -0.00070320842616390081 0.00010448117459961926 0.0033355164795464214 0.0051257680582134863 0.00083138077264439177
leaf_weight=54 89 79 53 58 91 61 68 52 93 320 94 63 70 80 56 911 66 188 100 86 99 54 52 53
leaf_count=54 89 79 53 58 91 61 68 52 93 320 94 63 70 80 56 911 66 188 100 86 99 54 52 53
internal_value=0 0.00167674 0.00414337 0.00808797 0.00392043 0.00344633 0.00364624 0.00212776 0.00406285 0.00430688 0.00263808 0.000647702 -0.00126397 0.00625696 0.00866144 0.00461753 0.00202987 0.00153956 -0.00111946 0.00292736 0.00402152 0.00625317 0.00433667 0.00297524
internal_weight=0 907 2083 111 1972 1640 1586 828 1392 1324 739 194 133 332 147 1231 633 567 194 373 287 106 185 105
internal_count=2990 907 2083 111 1972 1640 1586 828 1392 1324 739 194 133 332 147 1231 633 567 194 373 287 106 185 105
is_linear=0
shrinkage=0.16829


Tree=9842
num_leaves=25
num_cat=0
split_feature=40 1 1456 3 474 12 12 0 52 16 48 12 0 159 52 159 1 2 0 3 15 16 42 15
split_gain=0.111618 0.0873441 0.0777402 0.0773258 0.0775951 0.0839378 0.0691112 0.0638551 0.1704 0.0616592 0.0666248 0.0598114 0.0570264 0.130518 0.140983 0.0765002 0.0567031 0.0846775 0.0897301 0.0489704 0.0435324 0.0432979 0.041909 0.0395302
threshold=0.053385000000000009 0.085780000000000009 -0.15322999999999998 -0.012504999999999997 0.083685000000000023 0.085785000000000014 0.083885000000000015 -0.12851999999999997 0.0049050000000000005 -0.11227499999999999 0.090350000000000014 0.084645000000000012 -0.0033699999999999993 0.087060000000000012 -0.5320649999999999 0.11147500000000002 0.13941500000000004 1.0000000180025095e-35 -0.063204999999999983 -0.094004999999999991 -0.032144999999999993 -0.105305 -0.14704499999999995 -0.10566999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 19 8 9 23 -11 -8 15 14 -14 16 17 21 -19 -4 -5 -9 -13 -3
right_child=-2 7 3 20 5 -7 11 12 -10 10 -12 22 13 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=-0.001424096913957514 -0.0031395194801451961 -0.004624228358922006 0.0035466240798996329 0.0032005126965720513 0.0045125176253884838 0.012432121504339104 -0.00079872725467653274 0.00053836777283385419 -0.0088457135544597488 0.00087168212000606079 0.0082055069236781162 0.0083640920691034244 0.0029589568298613962 0.0072738526766468106 -0.0076097115797303166 -0.0027496920307521072 0.0084235269568983129 -0.0052268857726243704 0.0041053758218988533 0.010229345060959811 -0.003055063959802666 0.004816034657712711 0.0036461188890519465 0.0018617396614524447
leaf_weight=76 86 54 52 63 88 68 82 80 53 86 60 57 68 52 75 55 67 62 55 81 63 446 1009 52
leaf_count=76 86 54 52 63 88 68 82 80 53 86 60 57 68 52 75 55 67 62 55 81 63 446 1009 52
internal_value=0 0.00300254 0.00381452 0.0040704 0.00442092 0.00797617 0.00398656 0.00194907 -0.000166664 0.00165156 0.00389789 0.00356288 0.00262313 4.47233e-05 -0.00257149 0.00327803 0.00374749 0.00325746 -0.00082457 0.00763006 5.84658e-05 0.00416885 0.00390008 -0.00142548
internal_weight=0 2904 1639 1563 1437 156 1281 1265 305 252 146 1148 960 195 143 765 710 643 117 133 126 526 1066 106
internal_count=2990 2904 1639 1563 1437 156 1281 1265 305 252 146 1148 960 195 143 765 710 643 117 133 126 526 1066 106
is_linear=0
shrinkage=0.16829


Tree=9843
num_leaves=25
num_cat=0
split_feature=12 2 3 147 43 2 43 150 2 12 0 49 376 0 12 49 12 2 3 2 0 0 403 0
split_gain=3.24321 1.77643 0.824399 0.439839 0.379393 0.36501 0.193966 0.175083 0.290627 0.22134 0.142075 0.126682 0.136979 0.107724 0.089572 0.0895489 0.0802513 0.186631 0.144519 0.0773893 0.0747213 0.0655509 0.0588444 0.0409917
threshold=-1.0000000180025095e-35 0.11666500000000002 0.35004500000000011 0.089245000000000005 -0.049364999999999992 0.153865 -0.10761 0.082965000000000025 0.090755000000000016 0.099680000000000005 -0.087984999999999994 -0.05529499999999999 1.0000000180025095e-35 -0.15270499999999995 0.089485000000000023 -0.07278999999999998 0.083335000000000006 0.083400000000000016 -0.13117499999999996 0.123795 -0.091069999999999984 -0.22480499999999998 -0.062634999999999982 -0.077944999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 7 6 14 -1 9 15 13 -6 -8 -13 21 -3 -9 17 -15 -18 -16 -11 -2 -22 -24
right_child=1 5 -4 -5 10 -7 11 8 -10 20 -12 12 -14 16 19 -17 18 -19 -20 -21 22 -23 23 -25
leaf_value=0.00048205504810208124 0.00071317895516858081 0.00036161079610349124 1.6181856477273468e-05 0.00041408209340357732 0.00066440215259237865 0.0001408311461052783 0.00040425907797609468 0.00073754242786937079 0.00039838423585706332 0.00070526446682033601 0.00043244636632871445 0.0001018769713273254 0.00030987963926390575 0.00045422412433217876 0.00059043238333342588 0.00056001566146273861 0.00081313568508469252 0.00069433160918300132 0.00068451044006322148 0.00042718801234341574 0.00065622303041138949 0.00087978763830724152 0.00045433162932258253 0.00056936459888844225
leaf_weight=60 57 94 78 77 57 55 53 79 68 55 61 65 75 54 57 55 106 108 1311 78 62 54 53 118
leaf_count=60 57 94 78 77 57 55 53 79 68 55 61 65 75 54 57 55 106 108 1311 78 62 54 53 118
internal_value=0 0.000629419 0.000325024 0.00066039 0.000389861 0.000383162 0.000317461 0.000669074 0.000575383 0.000678624 0.000544791 0.00026611 0.000213559 0.000693158 0.00044121 0.00066494 0.000686008 0.000614513 0.000694157 0.000496374 0.000593214 0.000794549 0.000566613 0.000533917
internal_weight=0 2541 449 2257 371 284 253 2180 202 1978 118 193 140 1690 229 134 1579 162 1417 135 288 111 233 171
internal_count=2990 2541 449 2257 371 284 253 2180 202 1978 118 193 140 1690 229 134 1579 162 1417 135 288 111 233 171
is_linear=0
shrinkage=0.0032998


Tree=9844
num_leaves=16
num_cat=0
split_feature=3 40 14 1 151 1 160 3 1447 1212 124 12 1427 1 51
split_gain=0.101214 0.0719377 0.0717767 0.0712363 0.101597 0.069229 0.0857957 0.0690752 0.0627534 0.0782826 0.0378264 0.0618454 0.0470056 0.0303813 0.0159408
threshold=0.30863500000000005 0.0073350000000000004 -1.0000000180025095e-35 0.085780000000000009 -0.086654999999999982 0.076160000000000019 -0.0071899999999999993 -0.012504999999999997 -0.084999999999999978 0.041590000000000009 -0.083424999999999985 -1.0000000180025095e-35 0.083935000000000023 0.10373000000000002 0.083615000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 13 7 -7 8 -4 -10 -6 -12 -13 -5 -2
right_child=14 -3 3 4 10 6 -8 -9 9 -11 11 12 -14 -15 -16
leaf_value=0.0074994904951570128 -0.0034482556974827381 -0.0023970473732228418 -0.00071564328315950959 -0.0054042525342429103 0.0062510179095558466 0.0032402414572781763 0.012081412050782853 -0.0013895240085065447 0.0033520306669456829 0.0069400369585851506 -0.0017162332794363247 0.0023240255688049376 0.0075342943139118726 0 0.0003468801576606978
leaf_weight=103 74 68 88 60 70 66 60 82 1121 205 102 726 53 59 53
leaf_count=103 74 68 88 60 70 66 60 82 1121 205 102 726 53 59 53
internal_value=0 0.00299633 0.00312819 0.00296027 0.00189092 0.00366458 0.00746458 0.00334333 0.00361906 0.00390809 0.002472 0.0021697 0.00268082 -0.00273771 -0.00185031
internal_weight=0 2863 2795 2692 1070 1622 126 1496 1414 1326 951 881 779 119 127
internal_count=2990 2863 2795 2692 1070 1622 126 1496 1414 1326 951 881 779 119 127
is_linear=0
shrinkage=0.16829


Tree=9845
num_leaves=25
num_cat=0
split_feature=1 1 12 49 1 0 15 4 15 16 4 12 159 1 0 0 12 475 16 42 12 51 39 15
split_gain=3.14366 0.812101 0.402326 0.275287 0.337811 0.241359 0.197815 0.184019 0.140853 0.135828 0.103692 0.103322 0.0963864 0.0950269 0.0875644 0.136909 0.0713409 0.0690496 0.108493 0.0571657 0.0558039 0.0434661 0.0282001 0.0257046
threshold=0.10540500000000001 0.13686500000000004 0.088325000000000015 -0.014479999999999998 0.085780000000000009 -0.15184499999999998 -0.09053499999999999 0.024470000000000002 -0.077474999999999988 -1.0000000180025095e-35 0.061295000000000009 0.084805000000000005 0.084685000000000024 0.15190500000000004 -0.10462499999999998 -0.086274999999999977 0.083815000000000014 -0.09688999999999999 0.19384500000000002 0.092485000000000026 0.085785000000000014 -0.004559999999999999 0.08481000000000001 -0.080724999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 4 11 -5 -6 14 19 -10 -4 -1 20 -3 -7 16 -16 -17 -19 22 -9 -18 -2 -22
right_child=1 13 10 5 6 7 -8 12 9 -11 -12 -13 -14 -15 15 17 21 18 -20 -21 23 -23 -24 -25
leaf_value=0.00071213283259648034 0.00028675229892194187 0.00020638498420067359 0.00062327565137675501 0.00078209994821867911 0.00024302985149044049 0.00048977847131600658 0.00049911132636360639 0.00040244753457700723 0.00054931931726260588 0.0003138589989571468 0.00045479851740051091 0.0005371939329504292 0.00063353415051880147 4.2214600811598205e-05 0.00080150556891427961 0.00072633692819515643 0.00074767133773607 0.00061829339683123965 0.00051930669444000103 0.0003795000309951123 0.00047271100753490348 0.00064668419100885231 0.00018644830940635378 0.0005728607138082417
leaf_weight=70 85 96 87 97 58 53 78 59 56 53 78 84 72 65 52 58 63 1039 142 52 57 268 52 71
leaf_count=70 85 96 87 97 58 53 78 59 56 53 78 84 72 65 52 58 63 1039 142 52 57 268 52 71
internal_value=0 0.000342528 0.000412765 0.000606504 0.000510709 0.000620165 0.000390159 0.000612025 0.000340069 0.000435153 0.000543845 0.00061694 0.000529275 0.000140324 0.000624799 0.000629189 0.0006845 0.000612063 0.000606421 0.000285046 0.000488944 0.000666012 0.000248938 0.000528538
internal_weight=0 624 463 2321 290 2031 136 1934 298 109 165 154 259 161 1675 1622 383 1239 1181 189 187 331 137 128
internal_count=2945 624 463 2321 290 2031 136 1934 298 109 165 154 259 161 1675 1622 383 1239 1181 189 187 331 137 128
is_linear=0
shrinkage=0.0032998


Tree=9846
num_leaves=29
num_cat=0
split_feature=2 4 2 4 3 0 2 12 0 3 0 133 47 12 3 16 2 12 4 0 129 13 16 4 43 403 3 0
split_gain=1.70382 0.744514 0.261332 0.255583 0.28085 0.168924 0.148991 0.179286 0.146826 0.156364 0.101486 0.110104 0.0821325 0.0852066 0.0638803 0.0603211 0.110895 0.10058 0.117034 0.0810794 0.0570005 0.0566648 0.046547 0.0396714 0.0323657 0.0404984 0.03196 0.0301344
threshold=0.14132000000000003 0.31392000000000003 0.17553000000000005 -0.080414999999999986 0.11269500000000002 -0.10998999999999999 0.088735000000000022 0.088365000000000013 -0.096109999999999987 -0.022704999999999996 -0.083914999999999976 0.052120000000000007 0.094160000000000008 0.080635000000000012 -0.07106999999999998 -0.08070999999999999 0.072175000000000017 0.092605000000000007 -0.50810499999999992 -0.080734999999999987 0.087660000000000016 1.0000000180025095e-35 0.24624500000000002 0.51395000000000002 -1.0000000180025095e-35 -0.089449999999999988 0.099330000000000016 -0.082454999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 6 -1 10 8 9 -8 12 14 13 -5 -12 19 -17 18 -18 24 22 23 -9 26 25 -7 -3 -10
right_child=2 21 -4 4 -6 15 7 20 27 -11 11 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00064471039195603886 0.00018252315296431781 0.00035294174608845643 -8.832906233316306e-05 0.00061177507840328609 0.0002017142223020126 0.00044571869393876268 0.00011427058668498238 0.000461115885372459 0.00046822605145412972 0.0003317855742732974 0.00042329505200273596 0.00032019812549436121 0.00039146389519672707 0.00048503804374440217 0.00055123823502863827 0.00034291225482361968 0.00063971300448568708 0.00037680444095372992 0.00047027759234323686 0.00062976222071869752 0.00033028825293416475 0.00015229898256964203 0.00037499844621280827 0.00020030668238751168 0.00041069196284419248 0.00054482528089557945 0.0002474501477809669 0.00036207048347790656
leaf_weight=70 98 76 64 74 64 81 53 358 61 116 215 100 81 317 56 89 58 89 214 53 57 53 91 56 55 121 59 66
leaf_count=70 98 76 64 74 64 81 53 358 61 116 215 100 81 317 56 89 58 89 214 53 57 53 91 56 55 121 59 66
internal_value=0 0.000423688 7.53024e-05 0.000440438 0.000417223 0.000488195 0.000425587 0.000393072 0.000328066 0.000263779 0.000456478 0.000415008 0.000488999 0.000509114 0.000449863 0.000473732 0.000448674 0.00047465 0.000506537 0.000509994 0.00043103 0.000249253 0.000443741 0.000275973 0.000485158 0.000505259 0.000307099 0.000413336
internal_weight=0 2783 162 2539 1709 830 1645 802 296 169 843 371 472 391 271 760 450 361 272 310 506 244 449 191 257 202 135 127
internal_count=2945 2783 162 2539 1709 830 1645 802 296 169 843 371 472 391 271 760 450 361 272 310 506 244 449 191 257 202 135 127
is_linear=0
shrinkage=0.0032998


Tree=9847
num_leaves=24
num_cat=0
split_feature=2 2 2 2 12 43 14 3 2 3 12 2 133 12 401 402 124 47 12 475 130 3 2
split_gain=3.89546 1.55268 0.939307 0.699906 0.463902 0.360045 0.321988 0.205382 0.156117 0.129872 0.125938 0.120725 0.144553 0.0817603 0.0647057 0.0632742 0.0528582 0.0499978 0.0465113 0.0432083 0.0114248 0.00952814 0.0117473
threshold=0.13388500000000003 -1.0000000180025095e-35 0.10393500000000001 0.17553000000000005 0.085465000000000013 -0.0064299999999999991 0.064610000000000015 0.14813000000000001 0.10859000000000001 0.093925000000000022 0.092755000000000018 0.08895500000000002 -0.087734999999999994 -0.020034999999999994 1.0000000180025095e-35 0.050140000000000011 -0.083034999999999984 0.09772500000000002 0.094600000000000004 -0.065099999999999977 0.086820000000000022 -0.095259999999999997 0.11355500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 6 7 8 16 9 18 -4 10 11 15 -13 -10 17 -3 -1 -12 -2 -6 21 -21 -23
right_child=3 2 4 -5 19 -7 -8 -9 13 -11 14 12 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24
leaf_value=0.00034280328080795212 0.00035216837321626132 0.0007435979611895916 0.00059836893672831379 -6.950865741500408e-05 0.000742890363713049 0.00053963770357908761 0.00092443294808850906 0.00016910490738005412 0.00049167132245205524 0.00059389624792090332 0.00070356370363599586 0.00052266516824991157 0.00071172025455926884 0.00033914746941127188 0.00056855047844264891 0.00081748715740302463 0.00019690524229846131 0.00060063579988761662 0.0004888001528440837 0.00060311685652966675 0.00058268349345074865 0.00062952026427132569 0.00070861988957799554
leaf_weight=53 64 795 58 64 52 100 83 56 64 98 368 53 316 103 60 164 59 66 52 52 53 58 54
leaf_count=53 64 795 58 64 52 100 83 56 64 98 368 53 316 103 60 164 59 66 52 52 53 58 54
internal_value=0 0.00066689 0.000689928 0.000224631 0.000560736 0.000395378 0.000721773 0.000334283 0.000449667 0.000712994 0.00071938 0.0007364 0.000684661 0.000397811 0.000673556 0.000756271 0.000266261 0.000687992 0.000413721 0.000653506 0.000631925 0.000647623 0.000667972
internal_weight=0 2709 2497 236 494 212 2003 172 225 1920 1822 1328 369 167 494 959 112 434 116 269 217 164 112
internal_count=2945 2709 2497 236 494 212 2003 172 225 1920 1822 1328 369 167 494 959 112 434 116 269 217 164 112
is_linear=0
shrinkage=0.0032998


Tree=9848
num_leaves=21
num_cat=0
split_feature=2 44 4 2 2 52 0 42 3 4 3 16 16 0 4 39 2 1213 42 2
split_gain=0.250601 0.0978868 0.0868833 0.0869638 0.0911629 0.0869748 0.0864545 0.0976559 0.076858 0.155877 0.0867312 0.0871098 0.0821886 0.0631624 0.077429 0.0596902 0.0413876 0.0411307 0.0403968 0.0177462
threshold=0.17553000000000005 1.0000000180025095e-35 -0.082199999999999981 0.10859000000000001 0.095465000000000008 -0.13047499999999998 -0.086274999999999977 0.085495000000000015 0.09722500000000002 0.059230000000000012 -0.017704999999999995 -0.00040499999999999992 -0.091354999999999978 -0.13409999999999997 0.48395000000000005 0.08955500000000001 0.083935000000000023 -0.096549999999999983 -0.089179999999999982 0.11978500000000002
decision_type=2 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 16 18 10 -10 13 12 15 -4 17 -12 -1 -15 -8 -11
right_child=-2 -3 8 -5 5 -7 7 -9 9 19 11 -13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=0.005604979685582696 -0.0070889559994399866 0.010662502694211354 -0.0022095021190911427 -0.00075128330207067039 0.0055885158920515746 0.014975722414056605 0.0022247261643763452 -0.0023710956518958747 -0.0076242718426115467 0.0010232744194539774 0.010199120034268669 0.01123133085246952 0.00045165894126188172 3.3648606906103112e-05 -0.0028230134962453314 0.0027237881252962456 0.011361377495205778 0.0034295629825839219 0.0062024167751865717 0.0049388777815445265
leaf_weight=82 64 54 70 66 61 53 122 69 58 74 73 67 93 110 63 53 65 1403 184 61
leaf_count=82 64 54 70 66 61 53 122 69 58 74 73 67 93 110 63 53 65 1403 184 61
internal_value=0 0.00354918 0.00341266 0.00503928 0.00564301 0.0099685 0.00469492 0.00333082 0.00287446 -0.000319279 0.00319444 0.00590486 0.0042671 0.0027224 0.00294259 0.00706899 0.00816255 0.00318386 0.00462241 0.00280586
internal_weight=0 2881 2827 702 636 114 522 375 2125 193 1932 286 219 1646 1576 126 147 1513 306 135
internal_count=2945 2881 2827 702 636 114 522 375 2125 193 1932 286 219 1646 1576 126 147 1513 306 135
is_linear=0
shrinkage=0.16829


Tree=9849
num_leaves=18
num_cat=0
split_feature=4 3 123 2 4 48 48 0 2 124 3 0 0 130 2 160 160
split_gain=3.80026 1.37929 0.901182 0.397065 0.36983 0.258135 0.227941 0.213674 0.18071 0.174431 0.162377 0.177904 0.32785 0.0771244 0.0743891 0.0709465 0.0276482
threshold=0.31392000000000003 0.28833000000000003 1.0000000180025095e-35 0.13270000000000001 -0.082199999999999981 -0.032929999999999994 0.078735000000000013 -0.086274999999999977 0.13913500000000004 -0.084389999999999979 0.092005000000000017 -0.14920999999999998 -0.12259499999999998 -0.00054499999999999991 -0.054704999999999997 -0.08070999999999999 -0.06146999999999999
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 -2 7 13 14 -4 11 -6 -13 -1 -7 -9 -16
right_child=5 -3 9 -5 10 8 -8 15 -10 -11 -12 12 -14 -15 16 -17 -18
leaf_value=0.00073655991822496613 5.0205497498577712e-05 0.00015084272727654822 0.00030097340084332891 0.00043337229313017731 0.00083529341919882558 0.00046454215565244777 0.00095196672493134266 0.00057654641421038403 0.0001684744548496079 0.00052415562493823647 0.00050323626882435655 0.00039220260985874155 0.00066044175347007995 0.00090044840572914612 0.0003757697221938288 0.00070597687194528212 0.00027666068645509022
leaf_weight=54 53 61 80 76 61 53 54 56 78 75 79 52 1495 88 55 393 82
leaf_count=54 53 61 80 76 61 53 54 56 78 75 79 52 1495 88 55 393 82
internal_value=0 0.000641985 0.000653661 0.000669382 0.000677059 0.000261424 0.000744645 0.000725643 0.000303063 0.000409192 0.000651197 0.000658444 0.000651448 0.000838373 0.00035813 0.000689913 0.000316706
internal_weight=0 2624 2563 2408 2332 321 645 591 268 155 1687 1608 1547 142 190 449 137
internal_count=2945 2624 2563 2408 2332 321 645 591 268 155 1687 1608 1547 142 190 449 137
is_linear=0
shrinkage=0.0032998


Tree=9850
num_leaves=29
num_cat=0
split_feature=4 3 2 2 3 51 2 2 160 15 15 4 2 48 3 3 1454 2 157 15 1212 49 4 51 3 3 401 15
split_gain=3.88929 1.4559 0.514776 0.517675 0.221503 0.184417 0.177458 0.175047 0.134641 0.145953 0.186201 0.106278 0.0975654 0.0744698 0.0697507 0.112806 0.0675252 0.0673187 0.0550386 0.285894 0.0409203 0.0390513 0.0272938 0.0265289 0.0552254 0.0216213 0.011352 0.0113258
threshold=0.31392000000000003 -0.066229999999999997 0.10773000000000001 -0.007134999999999999 0.25089000000000006 -0.092389999999999986 0.095850000000000005 0.10100500000000003 -0.06146999999999999 -0.2987999999999999 -0.43587999999999999 0.0019650000000000002 0.13631000000000001 0.082425000000000012 -0.15755 -0.084854999999999986 0.078915000000000013 0.11693000000000002 -0.017409999999999998 -0.0092699999999999987 -0.087844999999999993 0.093290000000000012 -0.0062699999999999987 0.108005 -0.14186499999999996 -0.08620499999999999 0.094270000000000007 -0.088484999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 12 -5 11 16 -2 10 -10 -7 -4 14 -9 -16 18 -11 19 22 26 -17 25 24 -22 -1 -20 -8
right_child=8 2 4 5 -6 6 27 13 9 17 -12 -13 -14 -15 15 21 -18 -19 20 -21 23 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00075708966814388935 0.00038694960858134389 0.00035077686082063522 0.0005373792077200348 0.00077537995239559639 0.00022989284945672362 0.00059349449421182692 0.00053859995215707428 0.00075278997638949879 0.00027360770968251283 0.00041051595037636964 1.6324366361579713e-05 0.00076977813087773859 0.00037477168377334999 0.00051542113163383552 0.00049724048162913797 0.00074117286465026221 0.00081673303633920458 0.00024317827625593025 0.00061904685041177436 0.00045474323651985472 0.00082258253511713461 0.00061445673186416518 0.00079951255952018826 0.00065636287828053528 0.00072736774076135279 0.00066128414831796072 0.00069530592007809825 0.00046193337008940691
leaf_weight=54 94 78 91 94 61 84 52 64 70 54 55 72 76 52 56 61 81 54 52 54 77 57 52 60 1116 73 67 56
leaf_count=54 94 78 91 94 61 84 52 64 70 54 55 72 76 52 56 61 81 54 52 54 77 57 52 60 1116 73 67 56
internal_value=0 0.000662637 0.000528748 0.000595357 0.00040122 0.000648547 0.000603253 0.00070761 0.00028093 0.000238007 0.000160685 0.000675082 0.000463589 0.000631733 0.000656997 0.00062156 0.00072064 0.000327173 0.000715768 0.000666923 0.000724038 0.000680261 0.000730736 0.000729875 0.000733543 0.000702298 0.000662279 0.000499173
internal_weight=0 2640 664 436 228 358 264 1976 327 233 125 156 167 290 238 174 1686 108 1605 233 1372 118 179 1253 1193 127 119 108
internal_count=2967 2640 664 436 228 358 264 1976 327 233 125 156 167 290 238 174 1686 108 1605 233 1372 118 179 1253 1193 127 119 108
is_linear=0
shrinkage=0.0032998


Tree=9851
num_leaves=14
num_cat=0
split_feature=9 16 1456 474 9 1 1 13 457 52 0 13 52
split_gain=0.076603 0.135911 0.0631825 0.0425321 0.0509646 0.0788912 0.0924663 0.0574013 0.0548952 0.0416685 0.0405703 0.0655377 0.0339033
threshold=-1.0000000180025095e-35 -0.14158499999999996 -0.091834999999999986 0.085020000000000012 0.087000000000000008 0.14720000000000003 0.13707500000000003 0.25137000000000004 0.048870000000000004 0.0054700000000000009 -0.053834999999999994 -0.052124999999999998 -0.015539999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 4 5 6 7 8 -4 -2 11 12 -5
right_child=2 -3 3 10 -6 -7 -8 -9 -10 -11 -12 -13 -14
leaf_value=0.0053478234924755055 0.011349611765031811 -0.0068154839915151961 0.003990849913953258 0.00054054049193336768 -0.00027012683404643032 0.010312330608736021 -0.0030426775117837462 -0.00075420715054369471 0.00688823117849152 0.0048373924789157797 0.0057577218171337707 -0.0040150477083560144 0.0058998550478882384
leaf_weight=52 52 52 2030 90 77 57 52 66 206 63 55 61 54
leaf_count=52 52 52 2030 90 77 57 52 66 206 63 55 61 54
internal_value=0 -0.000716555 0.00391852 0.00375553 0.0039701 0.00410627 0.00395523 0.00411408 0.00425859 0.00779767 0.00169536 0.000596697 0.00256276
internal_weight=0 104 2863 2748 2488 2411 2354 2302 2236 115 260 205 144
internal_count=2967 104 2863 2748 2488 2411 2354 2302 2236 115 260 205 144
is_linear=0
shrinkage=0.16829


Tree=9852
num_leaves=20
num_cat=0
split_feature=2 16 15 9 15 147 15 130 2 1456 2 16 16 483 3 15 51 16 51
split_gain=0.0673331 0.0854648 0.116167 0.0629983 0.0567688 0.052411 0.0499777 0.0494634 0.0495001 0.0505014 0.0432248 0.0610638 0.0598507 0.0340705 0.0615216 0.0426148 0.0305552 0.0517932 0.021333
threshold=0.10100500000000003 -0.38959499999999997 -0.2987999999999999 -1.0000000180025095e-35 -0.42075999999999997 0.086565000000000017 -0.046109999999999991 -0.068249999999999991 -0.14847999999999997 -0.15824499999999997 0.11280000000000003 0.51041000000000014 -0.0015099999999999998 -0.070084999999999981 0.093925000000000022 -0.065419999999999992 -1.0000000180025095e-35 -0.010034999999999999 0.013805000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 -1 -2 7 -6 -5 -9 -10 16 12 18 15 -15 -11 -4 -18 -12
right_child=1 2 10 5 6 -7 -8 8 9 13 11 -13 -14 14 -16 -17 17 -19 -20
leaf_value=-0.00064994413410714874 0.0091019266316425766 -0.0056072376621975773 0.0024675656156647871 0.0077212884284554271 0.00060936079511694232 -0.00053430452310761559 0.0068442559356028249 0.0086482049670870732 0.00822062827172634 0.0097959637766028076 0.0066947210135011939 0.0081410950207974446 -0.0012586871900389536 0.0034847106586351449 -0.0014321048683734621 0.0032365098676074237 0.0012685572627256301 -0.0049771435157585043 0.0023365187300492265
leaf_weight=93 60 71 88 96 97 75 59 58 66 53 56 54 100 1574 75 62 85 67 78
leaf_count=93 60 71 88 96 97 75 59 58 66 53 56 54 100 1574 75 62 85 67 78
internal_value=0 0.00181658 0.000778114 0.00361796 0.00468809 0.0038116 0.00297895 0.0039768 0.00378545 0.00363034 0.00164015 0.00303021 0.00184309 0.00345758 0.00325999 0.00627519 -2.04263e-05 -0.00147266 0.00417126
internal_weight=0 815 599 2152 216 2059 156 1984 1888 1830 528 288 234 1764 1649 115 240 152 134
internal_count=2967 815 599 2152 216 2059 156 1984 1888 1830 528 288 234 1764 1649 115 240 152 134
is_linear=0
shrinkage=0.16829


Tree=9853
num_leaves=30
num_cat=0
split_feature=1 3 4 2 2 15 2 39 2 4 2 43 1 2 43 1429 4 3 159 2 43 42 42 4 3 13 1 52 1
split_gain=5.59461 0.948898 0.577538 0.562793 0.342692 0.337947 0.301757 0.24022 0.223694 0.128832 0.164617 0.13551 0.0910022 0.0998205 0.0906431 0.0903886 0.102137 0.0812329 0.0815926 0.0891711 0.0658588 0.0651464 0.048917 0.0321849 0.0273545 0.0250234 0.0416243 0.0240729 0.0129393
threshold=0.10509 -0.049204999999999992 0.41552000000000006 0.10100500000000003 0.14290000000000003 -0.075094999999999981 -1.0000000180025095e-35 0.055555000000000007 0.10523 -0.0083549999999999978 0.11366500000000002 -0.073404999999999984 0.090355000000000005 0.08598500000000002 -0.049999999999999996 0.084815000000000015 -0.012014999999999998 -0.15105999999999997 0.084135000000000001 0.088905000000000026 -0.079409999999999994 0.091035000000000019 0.084895000000000012 0.08920500000000002 0.18595000000000003 -0.051009999999999993 0.094485000000000013 -0.23815499999999998 0.12019000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 6 5 14 -1 9 21 10 27 -11 15 20 -3 17 -17 -8 19 -19 -14 -2 -20 -13 -16 26 -22 -5 -7
right_child=1 4 -4 7 -6 28 12 -9 -10 11 -12 23 13 -15 24 16 -18 18 22 -21 25 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00053752262099472517 0.00079489838584492311 0.00016623871267974495 0.00023488441903620356 0.00069897903146911666 9.7637566374044073e-05 0.00042483201813985256 0.00087868377301281457 0.00038317538958639155 0.0004459157700308452 0.00066653650413778037 0.00055824428689938462 0.00041975354625350291 0.00060494772793518608 0.00054684713440516413 0.00036092571608799695 0.00054680355066479697 0.00075584851923542651 0.00075990237005820263 0.00077968117349527073 0.00069801094894726028 0.00064781203735584823 0.00063249762060385887 0.00090505101971874219 0.00054076136468906482 0.00025009130385043329 0.00080593285302479781 0.00078263899990272182 0.00079985694910501804 0.00050302533228117419
leaf_weight=88 53 102 55 55 103 61 58 52 53 76 75 52 52 52 52 53 53 766 135 410 58 63 52 53 52 56 53 71 53
leaf_count=88 53 102 55 55 103 61 58 52 53 76 75 52 52 52 52 53 53 766 135 410 58 63 52 53 52 56 53 71 53
internal_value=0 0.000355807 0.00052962 0.000702937 0.000263681 0.000317016 0.000727676 0.000595352 0.000625331 0.000624143 0.00068245 0.000559198 0.000736963 0.000679777 0.000236892 0.000747089 0.000651658 0.000754183 0.000748859 0.000738355 0.000711179 0.000707002 0.000814732 0.000481169 0.000305847 0.000744046 0.000712506 0.000756103 0.000461494
internal_weight=0 647 224 2320 423 320 1886 434 169 382 201 181 1798 271 206 1527 106 1421 1363 1176 219 116 187 105 104 167 111 126 114
internal_count=2967 647 224 2320 423 320 1886 434 169 382 201 181 1798 271 206 1527 106 1421 1363 1176 219 116 187 105 104 167 111 126 114
is_linear=0
shrinkage=0.0032998


Tree=9854
num_leaves=14
num_cat=0
split_feature=484 14 159 31 484 52 1455 50 42 484 42 484 484
split_gain=0.051788 0.0762337 0.0573222 0.0476478 0.0484459 0.0437518 0.0683382 0.0692055 0.0668239 0.0490365 0.0309062 0.0299903 0.0459454
threshold=0.091180000000000011 -0.2523999999999999 -0.46319999999999995 -1.0000000180025095e-35 0.085515000000000022 0.14032500000000003 0.081665000000000001 1.0000000180025095e-35 0.091695000000000013 -0.08774499999999999 -0.033649999999999992 0.10170000000000001 0.12438500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 7 -5 10 -8 -7 -2 -13
right_child=11 2 3 4 -6 8 9 -9 -10 -11 -12 12 -14
leaf_value=-0.0023395213973524554 0.0084253069646289779 0.008569321996140555 -0.0012275848948693493 0.0027671264075776114 -0.00056440548263595152 0.0024215124146621872 0.0040929556442084528 0.0053927185253440282 0.0051644701300661549 0.011213607196547518 -0.0025162675512250539 0.00058106986213726916 0.0065846115984637557
leaf_weight=77 71 52 76 1746 101 53 59 342 75 53 110 61 91
leaf_count=77 71 52 76 1746 101 53 59 342 75 53 110 61 91
internal_value=0 0.00286777 0.00301878 0.00290772 0.00303221 0.00318195 0.00341678 0.00319804 0.00100372 0.00747859 -0.00089971 0.00554455 0.00418712
internal_weight=0 2744 2667 2615 2539 2438 2200 2088 238 112 163 223 152
internal_count=2967 2744 2667 2615 2539 2438 2200 2088 238 112 163 223 152
is_linear=0
shrinkage=0.16829


Tree=9855
num_leaves=31
num_cat=0
split_feature=1 3 2 2 2 147 15 1 1 41 12 49 1212 49 15 1211 130 159 1 1 15 13 43 13 15 3 3 2 12 43
split_gain=4.47795 1.32844 0.543455 0.51379 0.371882 0.287323 0.321908 0.254674 0.231656 0.275004 0.187317 0.149309 0.117402 0.108584 0.10744 0.10025 0.094259 0.0948472 0.0752714 0.068898 0.0646186 0.0644148 0.0620862 0.0618818 0.0575337 0.0821758 0.0926015 0.0532855 0.0164697 0.00512962
threshold=0.10398500000000001 -0.049204999999999992 0.099185000000000009 0.11426500000000002 0.16993500000000003 1.0000000180025095e-35 -0.077474999999999988 0.12040000000000002 0.088830000000000006 0.075585000000000013 0.085380000000000011 -0.013914999999999999 0.087685000000000013 0.12073000000000002 -0.040119999999999996 0.084720000000000004 0.10284500000000001 0.085345000000000018 0.083670000000000008 0.088860000000000008 -0.46483499999999994 0.056735000000000001 -0.0101 -0.083999999999999977 -0.0065999999999999991 -0.081864999999999979 -0.076969999999999997 0.11018500000000002 0.095175000000000023 -0.031974999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 5 6 7 22 9 12 -10 -4 16 19 -2 -14 17 18 -1 21 -9 27 -3 -19 -12 -26 -27 28 -13 -29
right_child=1 4 11 -5 -6 -7 -8 20 10 -11 24 13 15 -15 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=0.00074703285369583951 0.00061693259659949251 0.0003302542480063284 0.00044887653143413164 0.00034984605266104578 2.0755210838262146e-05 8.9130252833398188e-05 0.00053394952509383065 0.00027586822630994151 0.00051983473858009069 0.0009228882295261384 0.00062319716396415164 0.00063838008632031626 0.00057886933927841209 0.00047723856875850384 0.00079227764993632858 0.00075332681071707032 0.00061798236666290663 0.00072891951719973754 0.00065127886357891815 0.00075212115954260918 0.00012422815461181851 0.00051496221597933435 0.00049264665703332977 0.00086831423406283066 0.000809971912771783 0.00056615863936444841 0.00076041961494944924 0.00072830528226486291 0.00054784266821194985 0.00066674943357538697
leaf_weight=851 97 55 67 70 54 53 80 55 93 88 95 52 99 52 67 60 66 56 107 55 72 54 52 115 79 54 58 57 56 54
leaf_count=851 97 55 67 70 54 53 80 55 93 88 95 52 99 52 67 60 66 56 107 55 72 54 52 115 79 54 58 57 56 54
internal_value=0 0.000388078 0.00069796 0.000587542 0.000277128 0.000314754 0.000352725 0.000290617 0.000723356 0.000742609 0.00065001 0.000594419 0.000730867 0.000619987 0.000688782 0.000644924 0.000742272 0.000749507 0.000736375 0.000642511 0.000190176 0.000620299 0.000409503 0.000822871 0.000692217 0.000726362 0.000667073 0.000646112 0.000591761 0.000698677
internal_weight=0 655 2268 234 421 367 314 234 1821 1442 379 447 1354 380 164 159 1195 1129 958 328 127 273 107 171 286 191 112 219 108 111
internal_count=2923 655 2268 234 421 367 314 234 1821 1442 379 447 1354 380 164 159 1195 1129 958 328 127 273 107 171 286 191 112 219 108 111
is_linear=0
shrinkage=0.0032998


Tree=9856
num_leaves=17
num_cat=0
split_feature=3 10 2 0 1213 133 457 403 1212 475 157 2 15 16 12 16
split_gain=0.096204 0.127821 0.0993869 0.0808608 0.0743558 0.0782884 0.0494452 0.0547774 0.160328 0.0528576 0.139075 0.0631608 0.0508743 0.0491563 0.0254232 0.0236672
threshold=-0.14884499999999998 -0.092019999999999977 0.10179000000000001 -0.14164999999999997 -0.12988499999999997 -0.16268499999999997 -0.10142499999999997 -0.10802999999999999 0.058905000000000006 -0.085734999999999992 -0.08107499999999998 0.098290000000000002 0.091490000000000016 -0.08070999999999999 0.090535000000000018 0.092980000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 13 14 -7 8 12 10 -9 -11 -8 -3 -6 -4
right_child=1 4 15 -5 5 6 7 9 -10 11 -12 -13 -14 -15 -16 -17
leaf_value=0.00460463248252587 -0.004255156577805919 0.0106175401226486 0.0053937143139526755 0.013275088073242607 0.0013665824410342405 -0.0022063386529381892 0.0040242701437336222 -0.0066223091760387841 -0.0071696303283676497 0.004159783759689532 0.0044653396939198517 0.001922998243927089 -0.0017612003398208434 0.0036446481629364611 -0.0025815101713067084 0.00068819041213580149
leaf_weight=56 75 55 53 69 86 53 192 53 57 1307 81 497 55 62 99 73
leaf_count=56 75 55 53 69 86 53 192 53 57 1307 81 497 55 62 99 73
internal_value=0 0.00258466 0.00603719 0.0094051 0.00278289 0.00258614 0.00285476 0.0029752 0.000866881 0.00330499 6.65189e-05 0.00354455 0.00272873 0.00693786 -0.000736469 0.00268176
internal_weight=0 2672 251 125 2597 2480 2295 2242 304 1938 134 1804 247 117 185 126
internal_count=2923 2672 251 125 2597 2480 2295 2242 304 1938 134 1804 247 117 185 126
is_linear=0
shrinkage=0.16829


Tree=9857
num_leaves=20
num_cat=0
split_feature=160 3 1213 3 10 1213 1 483 160 133 155 455 43 49 402 3 484 0 43
split_gain=0.0695657 0.070833 0.0693205 0.0632975 0.0972846 0.0589464 0.054893 0.0507414 0.0592797 0.0468049 0.0427949 0.0412813 0.0413696 0.0479241 0.042247 0.038837 0.0238489 0.0421551 0.0148544
threshold=-0.082339999999999983 -0.097199999999999995 -0.12988499999999997 -0.14884499999999998 -0.092019999999999977 -0.086579999999999976 0.08759500000000002 0.085850000000000024 -0.52641999999999989 0.085515000000000022 0.11790000000000002 0.079195000000000015 -0.0005399999999999999 -0.088694999999999982 -0.095324999999999979 -0.078644999999999979 0.086505000000000012 -0.085524999999999976 -0.057539999999999994
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 15 6 -5 -6 -4 8 -3 18 -8 12 13 -7 -14 -2 17 -10 -9
right_child=2 7 3 4 5 11 10 9 16 -11 -12 -13 14 -15 -16 -17 -18 -19 -20
leaf_value=0.0087986026485909249 0.00878464627597789 0.0056017134619146414 0.00047353594347268049 -0.0047564976734810306 -0.0033842492196444964 -0.0024219573875843472 0.0087045102604581086 0.0016731037082370656 -0.0038505521354477998 0.0099652966754445391 0.0026067766428808418 0.0063924784807293591 -0.003521308232105844 0.0025623636599844337 0.0010956273089900619 0.0026575347129313759 0.0031077864967921937 0.0017568167826210786 0.0057399606796353572
leaf_weight=78 64 98 64 68 62 57 89 52 64 52 53 56 62 1145 581 56 76 93 53
leaf_count=78 64 98 64 68 62 57 89 52 64 52 53 56 62 1145 581 56 76 93 53
internal_value=0 0.00407561 0.00199338 0.00178085 0.00149444 0.0017119 0.00459592 0.00331703 0.0021266 0.00581534 0.00644125 0.00187905 0.00174108 0.00232451 0.000647654 0.0059403 0.000657255 -0.000517546 0.00374301
internal_weight=0 566 2357 2237 2031 1963 206 488 331 157 142 1901 1845 1202 643 120 233 157 105
internal_count=2923 566 2357 2237 2031 1963 206 488 331 157 142 1901 1845 1202 643 120 233 157 105
is_linear=0
shrinkage=0.16829


Tree=9858
num_leaves=25
num_cat=0
split_feature=2 2 2 52 2 11 39 39 42 52 52 47 1429 52 16 1212 483 11 2 160 16 16 2 42
split_gain=4.80361 2.09668 0.978397 0.797896 0.585249 0.51572 0.445083 0.300587 0.282375 0.256426 0.604381 0.181068 0.153696 0.147686 0.122211 0.0988203 0.0958439 0.0764941 0.0696825 0.0411538 0.0401447 0.0345053 0.023447 0.0114647
threshold=0.11504500000000002 -1.0000000180025095e-35 0.10019000000000002 -0.40011499999999994 0.16993500000000003 1.0000000180025095e-35 0.086175000000000015 0.091910000000000006 0.091785000000000019 0.029970000000000007 -0.092084999999999986 0.09550500000000002 0.087700000000000014 0.0030150000000000008 -0.039209999999999995 0.086995000000000017 0.085850000000000024 0.080150000000000013 -0.14847999999999997 -1.0000000180025095e-35 -0.074254999999999988 -0.029134999999999998 0.123795 0.082115000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 -2 7 11 18 8 13 10 17 12 14 22 16 -16 -3 -4 -1 -13 -11 -12 -5 -21
right_child=3 2 9 4 -6 -7 -8 -9 -10 20 21 19 -14 -15 15 -17 -18 -19 -20 23 -22 -23 -24 -25
leaf_value=0.00068041079301772104 0.00080090716613732179 0.00082180475203849147 0.00068709822978214245 0.00027691703472899031 9.5726874367983695e-05 0.0010938587024026502 0.00027209324512763087 0.0002183077727812879 0.00064350550586112626 0.00085024012123939433 0.00049090897238975571 0.00080538307835939917 0.00068272080279472441 0.00052895645104104611 0.00090713580962307756 0.00075202221231445072 0.0009503955221414254 0.00085222287816790496 0.00052020397053457697 0.00066110776190928618 0.00072409988217599661 0.00037641589941871264 0.00037581859896690747 0.00073728954640202272
leaf_weight=55 52 898 71 52 72 90 78 62 77 64 73 71 61 66 528 52 72 60 72 60 60 54 63 60
leaf_count=55 52 898 71 52 72 90 78 62 77 64 73 71 61 66 528 52 72 60 72 60 60 54 63 60
internal_value=0 0.00078915 0.000817984 0.000416269 0.000365155 0.000848807 0.000469127 0.000425667 0.00047536 0.00066523 0.000605372 0.000836549 0.000848087 0.000403634 0.000854573 0.00089329 0.000831386 0.000762997 0.000589862 0.000739039 0.000789489 0.000442504 0.000331404 0.000699492
internal_weight=0 2479 2274 444 392 1892 205 320 258 382 258 1802 1611 181 1550 580 970 131 127 191 124 127 115 120
internal_count=2923 2479 2274 444 392 1892 205 320 258 382 258 1802 1611 181 1550 580 970 131 127 191 124 127 115 120
is_linear=0
shrinkage=0.0032998


Tree=9859
num_leaves=31
num_cat=0
split_feature=1 3 2 2 2 4 41 2 150 1 1 3 1 15 13 12 16 16 12 43 3 12 3 3 403 12 133 1 52 16
split_gain=3.88481 0.924116 0.452657 0.441286 0.409878 0.180904 0.178136 0.190772 0.1643 0.132901 0.0964079 0.093801 0.0924581 0.119117 0.216228 0.0826309 0.105391 0.0778907 0.0768821 0.12762 0.255924 0.100684 0.0685053 0.0656636 0.0619127 0.0885299 0.0493116 0.0491003 0.033026 0.0254787
threshold=0.10442000000000001 -0.049204999999999992 0.095565000000000011 0.11426500000000002 0.16993500000000003 -0.029404999999999997 0.080510000000000012 -1.0000000180025095e-35 1.0000000180025095e-35 0.12000500000000001 0.13991000000000003 0.0048000000000000013 0.099025000000000016 -0.075094999999999981 0.053700000000000005 0.097060000000000021 -0.025214999999999998 -0.039209999999999995 0.083885000000000015 -0.011814999999999997 -0.005644999999999999 0.089005000000000015 -0.027864999999999997 -0.10115999999999999 -0.096299999999999983 0.088435000000000014 0.40658000000000005 0.10970000000000001 -0.016999999999999998 -0.23389999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 5 -3 7 -1 12 11 29 -7 13 17 15 22 -17 -4 19 28 -21 24 -15 -23 -20 -26 -25 -2 -9 -11
right_child=1 4 8 -5 -6 9 -8 18 -10 10 -12 -13 -14 14 -16 16 -18 -19 21 20 -22 23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.00048485631205410742 0.00053181923505042042 0.00047065529908328174 0.00057953926375429001 0.00029327303600522065 -1.5885106487139857e-05 0.00043109321669273051 0.00084646793852334351 0.00063805114229257773 0.00038451671371369557 0.00018929441976791325 0.00030536191664252629 0.00025487453794315946 0.00070918822867022449 0.0006825665591271259 0.00035048374547580664 0.00059404713140580204 0.0004043490835771365 0.00073904954583697282 0.0006202441610802437 0.00035808233979606397 0.0006485695848624111 0.00072631890431507312 0.00052610015824564363 0.00061355210762265087 0.00070200590785840912 0.00084233542131859887 0.00070180277150382292 0.0006555155719140315 0.00076064679945828323 8.7431706694356798e-05
leaf_weight=69 61 53 97 70 54 64 57 57 56 58 61 71 52 85 64 70 62 55 92 52 94 94 52 437 535 57 90 99 52 53
leaf_count=69 61 53 97 70 54 64 57 57 56 58 61 71 52 85 64 70 62 55 92 52 94 94 52 437 535 57 90 99 52 53
internal_value=0 0.000344916 0.000635304 0.000512768 0.00025158 0.000291797 0.000662993 0.000656552 0.000556517 0.000260805 0.00019948 0.000338676 0.000574389 0.000559863 0.000524325 0.000565554 0.000505213 0.000637489 0.000664124 0.000610251 0.00054535 0.000674623 0.000623435 0.000643525 0.000702806 0.000715577 0.00062869 0.000608577 0.00069686 0.000140975
internal_weight=0 644 2279 230 414 360 1686 1629 593 307 172 135 537 485 333 269 132 152 1560 255 146 1305 137 621 684 592 527 160 109 111
internal_count=2923 644 2279 230 414 360 1686 1629 593 307 172 135 537 485 333 269 132 152 1560 255 146 1305 137 621 684 592 527 160 109 111
is_linear=0
shrinkage=0.0032998


Tree=9860
num_leaves=19
num_cat=0
split_feature=9 4 2 13 15 1456 4 15 484 403 48 48 49 15 133 1203 15 4
split_gain=0.174603 0.166888 0.0991922 0.20765 0.0955164 0.0880249 0.0806025 0.0786322 0.072922 0.0616478 0.0586037 0.109627 0.103714 0.0593103 0.0506455 0.0487904 0.0175211 0.0110968
threshold=0.093040000000000012 0.50541500000000006 0.092320000000000013 -0.097214999999999982 -0.46645999999999993 -0.11497999999999998 -0.14088999999999999 -0.23058999999999999 0.087070000000000022 0.10323500000000001 0.094910000000000008 0.084565000000000015 -0.04695499999999999 0.091600000000000015 -0.072334999999999997 0.087415000000000007 -0.097454999999999986 -0.07879499999999999
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 -3 -5 -7 -4 10 15 11 13 -12 -9 -1 -8 -14 -11
right_child=-2 4 7 5 -6 6 9 8 -10 17 12 -13 16 -15 -16 -17 -18 -19
leaf_value=0.0067709065436006117 -0.0068081339845691199 0.00090163244361992495 0.0080806260912282615 0.010235308014848375 -0.0075633126778747286 -0.0015358630010791252 0.0037785550736854018 0.00018130469376461379 0.0067520920626089505 -0.0016678880545163031 -0.0077421282172206738 0.0080325130019287642 0.003257085487398842 0.0035988564681951295 0.013797738344732462 0.0088374841832466935 -0.0005218843236146595 0.001583361662480834
leaf_weight=52 52 101 58 55 60 89 1271 451 75 58 52 76 59 212 70 57 83 61
leaf_count=52 52 101 58 55 60 89 1271 451 75 58 52 76 59 212 70 57 83 61
internal_value=0 0.00301928 0.00332473 0.00411891 -0.00224185 0.00360413 0.00336552 0.00204684 0.00169788 0.00366823 0.00128966 0.00197401 -0.00130793 0.00127681 0.0108174 0.00399705 0.0010356 0
internal_weight=0 2940 2779 1713 161 1591 1536 1066 1008 1447 933 739 194 663 122 1328 142 119
internal_count=2992 2940 2779 1713 161 1591 1536 1066 1008 1447 933 739 194 663 122 1328 142 119
is_linear=0
shrinkage=0.16829


Tree=9861
num_leaves=29
num_cat=0
split_feature=1 13 15 16 52 15 16 13 16 4 13 16 4 2 2 16 40 15 13 16 4 16 15 1213 52 15 2 4
split_gain=0.124645 0.0965227 0.0923716 0.0754501 0.113584 0.115228 0.0562866 0.0562129 0.0631711 0.0696216 0.0576514 0.0711201 0.0524174 0.0636782 0.0562203 0.0511525 0.0429382 0.0494546 0.0508922 0.0407827 0.0341107 0.119705 0.0453333 0.0377204 0.0489744 0.0237666 0.015593 0.00994159
threshold=0.10331000000000003 0.036560000000000002 0.050935000000000008 -0.08267999999999999 -0.087094999999999992 0.043560000000000008 0.50609000000000015 -0.006154999999999999 -0.082244999999999985 -0.0014249999999999998 -0.10373499999999998 -0.10750499999999999 0.51074000000000008 -0.0011799999999999998 -1.0000000180025095e-35 -0.008069999999999999 -0.071824999999999986 -0.24511999999999998 -0.15941999999999998 -0.07027499999999999 0.0049450000000000006 -0.13800499999999996 -0.090104999999999977 -0.11464999999999999 0.094885000000000011 -0.091554999999999984 0.087445000000000009 -0.082389999999999977
decision_type=2 2 2 2 2 2 2 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 12 -3 -5 -6 7 10 26 15 11 -1 14 -14 -2 27 -16 -18 -19 -20 23 25 -23 -12 -25 -22 -9 -10
right_child=2 3 -4 4 5 -7 -8 8 9 -11 20 -13 13 -15 16 -17 17 18 19 -21 21 22 -24 24 -26 -27 -28 -29
leaf_value=0.0025288352208018006 -0.0026677019669551936 0.0041644836324393709 -0.0061435557967746352 0.0035912998485960416 -0.010461822150127625 -0.00040461447061842181 -0.0012685403719155262 0 0.0097481570824076054 0.012437078589997257 -0.00026222742031350543 0.0098025446173959363 0.0028158752511039009 -0.0045527999562380399 -0.0018850195424344074 0.0026156232454799719 0.0078590967911122012 -0.0015600105749193614 0.0062817304389345564 0.001836520322334774 0.0073787820483266946 0.00021254967022359635 -0.0067497310940741913 0.0040427292899014398 0.0014244939605263214 0.0022740276440508795 0.0040208916935602981 0.0063557734582584454
leaf_weight=76 69 93 56 76 55 79 70 54 52 52 85 78 52 91 55 95 54 73 93 162 52 53 52 827 271 54 57 56
leaf_count=76 69 93 56 76 55 79 70 54 52 52 85 78 52 91 55 95 54 73 93 162 52 53 52 827 271 54 57 56
internal_value=0 0.00297243 0.000409885 0.000168562 -0.0015925 -0.00454598 0.00339973 0.0035714 0.00545365 0.00691541 0.00312522 0.00622459 0.000978127 -0.00186072 0.00178396 0.00549214 0.00249096 0.00312572 0.00234096 0.00346476 0.00278153 0.000798909 -0.00321833 0.00313363 0.00339815 0.0047952 0.00207936 0.00800578
internal_weight=0 2287 705 303 210 134 1984 1914 366 255 1548 154 649 143 506 203 437 382 328 255 1394 211 105 1183 1098 106 111 108
internal_count=2992 2287 705 303 210 134 1984 1914 366 255 1548 154 649 143 506 203 437 382 328 255 1394 211 105 1183 1098 106 111 108
is_linear=0
shrinkage=0.16829


Tree=9862
num_leaves=30
num_cat=0
split_feature=2 2 2 150 2 10 52 3 15 12 15 15 12 3 3 3 1212 1212 400 1212 12 2 159 42 39 52 49 2 15
split_gain=3.38373 2.23018 0.720412 0.605959 0.430816 0.311734 0.241053 0.219864 0.258553 0.206582 0.203573 0.130246 0.264048 0.129297 0.122585 0.121879 0.118308 0.102905 0.10351 0.183156 0.102453 0.221987 0.0968549 0.0903419 0.0789513 0.0891648 0.0603853 0.0295129 0.0183436
threshold=0.12336000000000001 -1.0000000180025095e-35 0.099345000000000017 1.0000000180025095e-35 0.17553000000000005 -0.012394999999999998 -0.41694999999999993 0.25089000000000006 -0.080724999999999977 0.087665000000000007 0.10356000000000001 0.015700000000000002 0.083815000000000014 -0.095009999999999983 -0.020049999999999995 -0.041789999999999994 0.08401500000000002 0.099425000000000013 -0.080039999999999986 1.0000000180025095e-35 -1.0000000180025095e-35 0.11487000000000001 0.081780000000000005 -0.079234999999999986 0.0047850000000000011 -0.047784999999999987 -0.0096099999999999988 0.084525000000000003 -0.41956999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 6 7 -1 13 8 28 11 20 15 -13 -4 -7 22 27 18 -11 23 -8 -22 26 -20 25 -17 -3 -14 -2
right_child=4 2 3 -5 -6 14 10 -9 -10 17 -12 12 16 -15 -16 24 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.0004642598266113961 0.00029083641980063598 0.00060053013031336204 0.0007933057277926636 0.00027842678208471835 6.5274129913112818e-06 0.00031330639978205968 0.0003728668587120223 0.0001169033359212004 0.00048603037323245138 0.00074295450635069812 0.00069384822329403404 0.00089429591308632489 0.0006991762286588227 0.00057485128312902666 0.00011552542944436871 0.00055312194968366445 0.00060428653042653288 0.00074714925331830623 0.00069949649073030304 0.00042461802606039628 0.00058765781908042632 0.0003381478100925272 0.00081276768294514894 0.00060753900000760604 0.00049217939236800802 0.00074199862214780149 0.00070879192075652881 0.00078863065152632976 0.00019947443076235213
leaf_weight=71 52 87 74 87 65 58 62 52 93 75 70 103 87 52 85 58 100 83 151 54 163 52 74 623 57 56 195 101 52
leaf_count=71 52 87 74 87 65 58 62 52 93 75 70 103 87 52 85 58 100 83 151 54 163 52 74 623 57 56 195 101 52
internal_value=0 0.00060858 0.000636655 0.000532304 0.000246309 0.00028516 0.000578926 0.000308762 0.000359226 0.000667328 0.000533616 0.000703302 0.000749685 0.00070343 0.000195991 0.000668821 0.000697844 0.000633799 0.000623342 0.000612464 0.000492997 0.000527475 0.000704146 0.000625525 0.000595074 0.000646213 0.000675517 0.000747422 0.000245494
internal_weight=0 2678 2464 560 314 214 473 249 197 1904 347 918 391 126 143 527 288 986 903 828 277 215 356 774 171 114 282 188 104
internal_count=2992 2678 2464 560 314 214 473 249 197 1904 347 918 391 126 143 527 288 986 903 828 277 215 356 774 171 114 282 188 104
is_linear=0
shrinkage=0.0032998


Tree=9863
num_leaves=35
num_cat=0
split_feature=4 12 12 48 15 16 151 48 12 4 16 0 403 15 4 16 0 49 48 50 11 42 0 43 151 160 42 0 42 0 12 4 160 133
split_gain=6.67933 1.28449 0.793757 0.312387 0.305173 0.267583 0.262336 0.219515 0.190307 0.185263 0.278892 0.29876 0.176521 0.168878 0.166715 0.155101 0.136634 0.131845 0.130056 0.119743 0.13068 0.113214 0.0959577 0.0870099 0.0763587 0.0854134 0.148861 0.0751031 0.0593103 0.0517196 0.0476135 0.0475163 0.0288641 0.0275768
threshold=0.31392000000000003 0.056995000000000011 0.090285000000000018 0.093995000000000009 0.13248000000000001 -0.14879499999999998 -0.086249999999999979 -0.063699999999999993 0.084065000000000015 -0.17568999999999999 0.014185000000000001 -0.087984999999999994 -1.0000000180025095e-35 -0.52850999999999992 -0.010909999999999998 -0.083614999999999981 -0.080584999999999976 0.053250000000000006 0.084095000000000017 0.093245000000000008 0.08184000000000001 0.087550000000000017 -0.088594999999999993 -0.082739999999999994 -0.0063399999999999993 -0.012019999999999998 0.084855000000000014 -0.084044999999999995 0.088060000000000013 -0.090809999999999988 0.08486500000000001 0.056815000000000011 -1.0000000180025095e-35 -0.016849999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 14 7 -1 -2 12 -8 11 18 -3 -9 15 -4 32 -5 -11 20 -17 24 -23 -14 30 26 -26 -24 -15 -27 -10 -18 -16 -34
right_child=5 2 4 17 -6 -7 9 13 21 10 -12 -13 23 28 16 19 31 -19 -20 -21 -22 22 27 -25 25 29 -28 -29 -30 -31 -32 -33 33 -35
leaf_value=0.00050755212207969291 0.00017773914110956609 0.0011722544193038893 0.00094944702985634197 0.00041558152234354552 0.00054173043647252948 0.00014773353563187624 0.00087998607551539507 0.00028182710957858911 0.0009009058775680727 0.00089365885060616935 0.00050872144467357179 0.00054572072757476538 0.0010139084024879787 0.00054917016171747175 0.00085661789490871837 0.00075989133441036925 0.00059709483501901883 0.00064130929698223986 0.00069120723190289326 0.00091217930486414754 0.0009191650562283913 0.00072040242876334837 0.00094116591942046033 0.00083701074876881996 0.0011268752464852242 0.00081315895766201612 0.00088924119440543178 0.00080493977255335707 0.0004042574363214385 0.00092484803869268418 0.00075640030392089101 0.00072598855707902831 0.00070377129665053623 0.00081618523474606837
leaf_weight=61 53 53 98 65 55 80 85 67 59 112 64 55 81 75 62 407 78 52 53 98 68 67 90 54 62 59 58 100 57 340 52 60 56 56
leaf_count=61 53 53 98 65 55 80 85 67 59 112 64 55 81 75 62 407 78 52 53 98 68 67 90 54 62 59 58 100 57 340 52 60 56 56
internal_value=0 0.000811311 0.000848267 0.000668489 0.00078294 0.000314737 0.000709842 0.000367614 0.000911313 0.000743188 0.000702121 0.000758222 0.00100811 0.000418007 0.0007964 0.000826116 0.000732377 0.000516206 0.000828842 0.000804962 0.000782767 0.000890756 0.000830881 0.00094341 0.000915126 0.00093251 0.00101231 0.000869653 0.000486861 0.000908421 0.000833527 0.000653391 0.000794818 0.000760293
internal_weight=0 2660 2113 547 1038 332 430 252 1075 369 284 220 188 199 983 671 312 117 165 573 475 887 257 135 630 519 120 190 132 399 111 138 174 112
internal_count=2992 2660 2113 547 1038 332 430 252 1075 369 284 220 188 199 983 671 312 117 165 573 475 887 257 135 630 519 120 190 132 399 111 138 174 112
is_linear=0
shrinkage=0.0032998


Tree=9864
num_leaves=24
num_cat=0
split_feature=4 2 39 150 14 2 43 12 4 43 15 16 15 43 12 16 4 2 2 4 2 2 1211
split_gain=3.74156 1.168 0.497293 0.414504 0.374451 0.341535 0.182371 0.130567 0.123887 0.175979 0.134677 0.0945123 0.0873828 0.0813363 0.0684349 0.0610508 0.0596533 0.0583405 0.0485944 0.0518844 0.0478933 0.0460081 0.0350134
threshold=0.31392000000000003 0.11152000000000002 0.0039300000000000003 0.09202500000000001 0.073890000000000011 0.14132000000000003 -0.049999999999999996 0.088725000000000012 0.028075000000000006 0.061900000000000004 0.0047550000000000005 0.056515000000000003 -0.088184999999999986 -0.081744999999999984 0.099510000000000015 0.3935300000000001 -0.011209999999999999 0.12750000000000003 0.088615000000000013 -0.42305999999999994 0.10773000000000001 0.092545000000000016 0.090520000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 7 14 13 8 9 10 -1 16 -4 -2 15 -3 22 20 -13 -20 -8 -18 -9
right_child=6 3 12 -5 -6 -7 17 11 -10 -11 -12 18 -14 -15 -16 -17 21 -19 19 -21 -22 -23 -24
leaf_value=0.00065311907728942537 0.00023165332250736314 0.00046976907963700178 0.00056030874838775436 0.00019340805287685828 0.00088289735984626997 0.00030367725561347399 0.00030604303391114639 0.00066271771104012484 0.00080242744840212108 0.00049866446836349101 0.00073504154364144769 0.00051948661982196675 0.00039740803721633985 6.0272501548243605e-05 0.00064684329249774231 0.00061450440441569146 0.00065360783976298003 0.00025303647325288766 0.00069832644633254827 0.00056241002573151127 0.00044046567334179651 0.00055914402544627445 0.00074548474255673553
leaf_weight=525 74 91 70 56 89 71 66 439 98 58 396 101 79 52 80 53 131 84 56 80 56 114 73
leaf_count=525 74 91 70 56 89 71 66 439 98 58 396 101 79 52 80 53 131 84 56 80 56 114 73
internal_value=0 0.000632367 0.00065936 0.000454695 0.000672118 0.000504176 0.000260655 0.000663043 0.000688607 0.000677178 0.000688381 0.000635309 0.000474175 0.000161204 0.00056757 0.000523284 0.000653665 0.000321313 0.00057653 0.000618635 0.000368034 0.000609797 0.000674587
internal_weight=0 2660 2309 351 2160 295 332 2071 1077 979 921 994 149 126 224 144 757 206 237 136 122 245 512
internal_count=2992 2660 2309 351 2160 295 332 2071 1077 979 921 994 149 126 224 144 757 206 237 136 122 245 512
is_linear=0
shrinkage=0.0032998


Tree=9865
num_leaves=16
num_cat=0
split_feature=1 49 51 52 159 52 13 43 129 41 1456 402 12 148 1
split_gain=0.136429 0.132488 0.0734018 0.0708784 0.0935657 0.07138 0.0819613 0.0852413 0.0618215 0.0592818 0.049055 0.0461637 0.0656236 0.047618 0.0324063
threshold=0.11417500000000001 -0.15447499999999997 -0.26960999999999996 -0.23682999999999996 0.11238500000000001 0.056265000000000009 -0.10667999999999998 -0.078169999999999976 -0.015799999999999998 0.079395000000000007 -0.14800499999999997 -0.020594999999999999 0.086260000000000017 -0.080629999999999993 0.12963000000000002
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 -5 -8 -4 10 -10 12 -12 -13 -7
right_child=3 2 8 4 -6 14 7 -9 9 -11 11 13 -14 -15 -16
leaf_value=0.01205514575497762 0.0065117487960804068 -0.0013336272604723353 -0.0015058946412594596 -0.007502392066591008 0.0060207229227066594 -0.00053594626313381946 -0.0053619685205635141 0.0026694793509385163 0.0081905681713087992 -0.00013498350703534018 0.011508852794019864 0.0077371606616547586 0.0049066338557585141 0.0036387950448932603 0.005193196200057015
leaf_weight=57 55 75 56 71 63 53 63 92 89 88 53 85 232 1772 58
leaf_count=57 55 75 56 71 63 53 63 92 89 88 53 85 232 1772 58
internal_value=0 0.0040197 0.00383202 0.000846968 6.35686e-05 -0.00104475 -0.00276496 -0.000583325 0.0039959 0.00412953 0.00429855 0.004136 0.00614072 0.00382736 0.00244147
internal_weight=0 2507 2450 455 400 337 226 155 2375 2319 2231 2142 285 1857 111
internal_count=2962 2507 2450 455 400 337 226 155 2375 2319 2231 2142 285 1857 111
is_linear=0
shrinkage=0.16829


Tree=9866
num_leaves=32
num_cat=0
split_feature=1 52 3 15 1 49 1 43 3 3 4 16 3 160 11 12 0 12 4 12 13 16 160 43 12 3 13 0 15 1 4
split_gain=4.83898 1.05702 0.542041 0.527905 0.392629 0.358844 0.287693 0.284484 0.261572 0.24347 0.23387 0.191147 0.187319 0.145148 0.140114 0.12317 0.134468 0.112569 0.160209 0.106701 0.104903 0.101831 0.0993809 0.0963975 0.080966 0.0545355 0.0523223 0.0558166 0.0491396 0.0641403 0.0116008
threshold=0.10404000000000001 -0.24841999999999997 -0.051469999999999995 0.033605000000000003 0.092395000000000019 -0.012034999999999999 0.15028500000000003 -0.070104999999999987 -0.12711499999999995 -0.10859999999999999 0.024470000000000002 -0.0057949999999999989 -0.046079999999999989 -0.077034999999999978 0.07585500000000002 -1.0000000180025095e-35 -0.11471499999999998 0.091290000000000024 -0.066714999999999983 0.092605000000000007 -0.011514999999999999 -0.041434999999999993 -1.0000000180025095e-35 0.012835000000000001 0.092355000000000007 0.28833000000000003 -0.011334999999999998 -0.086274999999999977 0.091490000000000016 0.092395000000000019 -0.086179999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 9 4 8 -6 7 20 -1 -3 15 22 -7 -9 17 -10 -17 18 23 -19 -4 28 -12 26 -18 -15 27 -5 -21 -30 -28
right_child=1 2 6 14 5 12 -8 13 10 -11 11 -13 -14 25 -16 16 24 19 -20 21 -22 -23 -24 -25 -26 -27 30 -29 29 -31 -32
leaf_value=0.00043407176604657547 0.00065251980059114313 0.00029736845522064916 0.00019569467671480995 0.00082520848780499845 0.00023986902580774573 0.00065944682901146695 -2.2103118815440192e-05 0.00046509319999134122 0.00081816873113360416 0.0005480151088483701 0.00072220068354206647 0.00040085039720312175 0.0004123327309266107 0.00031585387740605764 0.00085600507973448601 0.00049575113218922528 0.00068920864143979838 0.00051139691600789856 0.00088742332834071088 0.00077895258851954079 1.0044987030069042e-05 0.00056801118031753477 0.00054177826739488383 0.00058540872116064687 0.00060282749879925798 0.00019311681374897615 0.00070271801976460008 0.00071567138990900198 0.00062685864225614507 0.00077003938434466008 0.00064433865055577402
leaf_weight=77 92 82 85 77 58 77 52 53 54 89 55 73 61 99 58 57 457 60 55 69 55 89 93 75 171 69 103 193 121 52 101
leaf_count=77 92 82 85 77 58 77 52 53 54 89 55 73 61 99 58 57 457 60 55 69 55 89 93 75 171 69 103 193 121 52 101
internal_value=0 0.000323495 0.000271602 0.00064141 0.000594872 0.000458738 0.000206749 0.000239812 0.000620568 0.000428028 0.00063549 0.000540448 0.000550471 0.000313642 0.000695869 0.000663865 0.00065165 0.000686499 0.000715255 0.000641988 0.000123012 0.000665554 0.000609065 0.000697942 0.000665744 0.000265654 0.000715674 0.00074704 0.000701282 0.000670099 0.000673987
internal_weight=0 676 584 2286 1233 196 413 361 1037 171 960 221 138 221 1053 739 685 995 604 391 140 331 148 549 628 168 474 270 242 173 204
internal_count=2962 676 584 2286 1233 196 413 361 1037 171 960 221 138 221 1053 739 685 995 604 391 140 331 148 549 628 168 474 270 242 173 204
is_linear=0
shrinkage=0.0032998


Tree=9867
num_leaves=24
num_cat=0
split_feature=1 3 39 1 43 1 52 3 0 3 1 1 13 0 1429 484 3 15 3 42 15 52 13
split_gain=4.91426 1.16163 0.478581 0.248779 0.255615 0.246041 0.231527 0.204579 0.135111 0.197211 0.154024 0.139335 0.134812 0.0973374 0.0862174 0.0668364 0.083939 0.0840978 0.0482284 0.043241 0.0387819 0.0336707 0.0141402
threshold=0.10404000000000001 -0.051469999999999995 0.055555000000000007 0.13654500000000003 -0.078169999999999976 0.093575000000000019 -0.41694999999999993 -0.10859999999999999 -0.076734999999999984 0.088880000000000015 0.080545000000000019 0.090435000000000015 -0.071564999999999976 -0.060094999999999989 0.086185000000000012 0.091180000000000011 -0.054399999999999997 -0.015104999999999999 -0.08095999999999999 0.087005000000000013 -0.2987999999999999 0.10955000000000002 -0.052124999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 8 4 -3 -4 -2 -8 9 14 13 -12 -6 21 15 16 17 -1 -13 -15 -5 22 -10
right_child=1 3 5 20 12 -7 7 -9 10 -11 11 18 -14 19 -16 -17 -18 -19 -20 -21 -22 -23 -24
leaf_value=0.00076363816345754781 0.00081408880141778796 0.00027016791742131018 0.00070968717236605694 0.00020861037976110274 0.00040277693923035818 0.00041288979862622271 0.00046222989572404548 0.00068853595733672269 0.00076334626130317943 0.0006504954997454532 0.0009729917607055697 0.00070310486650565246 0.00057992488348427434 0.00058460105801266772 0.00094833620211808402 0.00091098785216652326 0.00090776309787847487 0.0008215873600583007 0.00083067210997760218 0.00070014687353795932 0.00031785727965427245 0.00082006830646270512 0.00068511857976174173
leaf_weight=438 66 87 74 91 101 53 83 95 67 81 53 67 91 74 58 80 93 854 76 81 62 70 67
leaf_count=438 66 87 74 91 101 53 83 95 67 81 53 67 91 74 58 80 93 854 76 81 62 70 67
internal_value=0 0.000463612 0.000784018 0.000360625 0.000419458 0.000586104 0.000645805 0.000583209 0.000795643 0.000811272 0.000750412 0.000825909 0.000486921 0.000709095 0.000819799 0.000814687 0.000809099 0.000801969 0.000771149 0.00064521 0.000253111 0.000757463 0.000724495
internal_weight=0 676 2286 432 279 127 244 178 2159 1604 555 196 192 359 1523 1465 1385 1292 143 155 153 204 134
internal_count=2962 676 2286 432 279 127 244 178 2159 1604 555 196 192 359 1523 1465 1385 1292 143 155 153 204 134
is_linear=0
shrinkage=0.0032998


Tree=9868
num_leaves=29
num_cat=0
split_feature=1 1 16 39 1 4 47 11 15 48 16 15 457 484 123 475 1429 1 16 48 39 4 49 16 4 4 48 15
split_gain=13.9159 2.34831 1.43876 0.884609 0.614304 0.49377 0.456446 0.266069 0.353225 0.263 0.402253 0.258654 0.25719 0.21486 0.211582 0.195718 0.190999 0.17672 0.149726 0.222764 0.139057 0.119924 0.11202 0.107666 0.167731 0.0684237 0.126075 0.0363693
threshold=0.10398500000000001 0.12500000000000003 0.23074000000000003 0.055555000000000007 0.09258000000000001 0.056640000000000003 0.11381500000000001 0.074925000000000005 0.033605000000000003 0.081890000000000004 0.014185000000000001 -0.0039399999999999991 0.067035000000000011 0.053970000000000011 0.084180000000000019 -0.084344999999999989 1.0000000180025095e-35 0.15190500000000004 -0.011964999999999998 0.036755000000000003 0.08955500000000001 0.40052000000000004 0.089015000000000025 -0.052894999999999991 0.25367000000000006 -0.0023699999999999997 0.10168500000000001 -0.089849999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 5 -5 7 17 9 -9 10 15 22 25 -13 18 -1 -17 20 19 21 -3 -2 -12 24 27 26 -11 -7
right_child=1 6 -4 4 -6 23 -8 8 -10 12 11 13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0012610785906993229 0.00085433813553421217 0.00035463069753395354 0.0010264903750132051 0.00098931812603566811 0.00052516276031198635 0.00096053990238447807 0.00055831388460061233 0.0010514271367097945 0.0014120106556058738 0.0012013462850974477 0.0012057737140286253 0.00096907775200601415 0.00076479341946447405 0.00071299814956018038 0.00039165312616491933 0.0011098179910801051 0.00090856013806713616 4.532384857310428e-05 0.00046661505372771919 0.00049920440643234356 0.00017002648896801206 0.00063082374726579186 0.0010068395880636399 0.00078151245935612914 0.00081314127939281615 0.00095900091653562192 0.00096636850773838129 0.0010888035943016439
leaf_weight=92 57 92 95 68 58 52 52 61 60 53 55 124 54 52 65 1088 56 52 63 63 88 52 81 53 61 100 52 63
leaf_count=92 57 92 95 68 58 52 52 61 60 53 55 124 54 52 65 1088 56 52 63 63 88 52 81 53 61 100 52 63
internal_value=0 0.000507534 0.000672144 0.00104573 0.000775939 0.00106147 0.000278462 0.00107878 0.00123052 0.0010686 0.00108508 0.000978265 0.000969989 0.000893618 0.000559817 0.00111202 0.0011 0.000215585 0.000606181 0.000657096 0.000264575 0.000748031 0.00108755 0.00091559 0.000955766 0.00102387 0.00108531 0.00103111
internal_weight=0 679 395 2283 126 2157 284 1928 121 1807 1548 312 259 176 300 1236 1144 232 235 172 180 109 136 229 176 205 105 115
internal_count=2962 679 395 2283 126 2157 284 1928 121 1807 1548 312 259 176 300 1236 1144 232 235 172 180 109 136 229 176 205 105 115
is_linear=0
shrinkage=0.0032998


Tree=9869
num_leaves=24
num_cat=0
split_feature=2 12 2 3 14 12 12 0 3 3 49 12 43 2 2 3 49 42 42 3 130 0 133
split_gain=7.3617 2.64245 1.34534 0.82365 0.762048 0.729141 0.38997 0.427922 0.263026 0.260037 0.240975 0.225512 0.224126 0.216304 0.37934 0.157961 0.137329 0.125053 0.120227 0.10145 0.0819406 0.0806907 0.0429521
threshold=0.11366500000000002 -0.010419999999999997 0.15305000000000002 0.11269500000000002 0.073890000000000011 0.091200000000000017 0.091290000000000024 -0.10934999999999999 -0.0013299999999999998 0.30863500000000005 1.0000000180025095e-35 0.082165000000000016 0.034420000000000006 0.098180000000000003 -0.007134999999999999 -0.082634999999999986 0.097940000000000013 -0.09361499999999999 -0.011505 0.0043700000000000006 -1.0000000180025095e-35 -0.061204999999999989 0.077945
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 5 4 6 9 7 11 13 10 19 -3 18 14 -1 -7 17 -8 -9 -2 -19 -4 -17
right_child=2 3 21 -5 -6 15 16 12 -10 -11 -12 -13 -14 -15 -16 22 -18 20 -20 -21 -22 -23 -24
leaf_value=0.00051124765011838669 0.00024004019219355652 0.0008278899976090538 0.00015423985492518772 0.0004868150387667231 0.0011824285348378775 0.00049434216502332589 0.00095511120755853354 0.00086857128023520977 0.00037640864840684851 0.00015190982211689045 0.0006006329785247928 0.00055372426567145317 0.00077028885564277283 0.00041432311165591273 0.00088228109813838994 0.00064899360068772975 0.00068021549862430175 0.00093497180204276384 0.00095570916764396057 0.00043873044969709935 0.00079377848388652165 -2.5836136897201611e-05 0.00078627456045125875
leaf_weight=71 62 93 52 61 86 52 71 234 93 53 54 52 100 52 53 55 88 52 801 53 563 56 55
leaf_count=71 62 93 52 61 86 52 71 234 93 53 54 52 100 52 53 55 88 52 801 53 563 56 55
internal_value=0 0.000828446 0.000386283 0.000866202 0.000876999 0.000477806 0.000864194 0.000899786 0.00051939 0.000354623 0.000417987 0.000729811 0.00092147 0.000594743 0.000670119 0.000646395 0.000805289 0.000821282 0.000936042 0.000331917 0.000805774 6.05409e-05 0.000717954
internal_weight=0 2470 492 2201 2140 384 2054 1280 269 222 169 145 1135 176 124 162 774 686 1035 115 615 108 110
internal_count=2962 2470 492 2201 2140 384 2054 1280 269 222 169 145 1135 176 124 162 774 686 1035 115 615 108 110
is_linear=0
shrinkage=0.0032998


Tree=9870
num_leaves=34
num_cat=0
split_feature=403 1213 42 42 3 48 3 47 42 2 52 49 0 2 2 3 0 2 0 42 0 131 11 1213 42 3 0 0 132 0 2 52 42
split_gain=0.199621 0.125094 0.124202 0.134996 0.114319 0.109638 0.105291 0.0897347 0.0758284 0.0756744 0.167581 0.0892695 0.0764655 0.100263 0.0928722 0.0597691 0.0541635 0.0538044 0.0529748 0.0466202 0.0879632 0.0458903 0.0428821 0.0479751 0.0503756 0.0419821 0.0389542 0.0304623 0.0293499 0.0558317 0.023869 0.0192233 0.0160638
threshold=-0.06669499999999999 -0.085984999999999992 0.089895000000000017 -0.015084999999999998 -0.073614999999999986 0.10656000000000002 -0.085549999999999973 0.085165000000000018 -0.061474999999999995 0.10859000000000001 -0.088174999999999989 -0.065999999999999989 -0.082784999999999984 0.096780000000000019 -0.0098549999999999974 -0.082714999999999997 -0.13843999999999998 0.094985000000000014 -0.13955999999999996 0.097585000000000019 -0.10228499999999999 0.09148000000000002 0.093525000000000011 -0.012019999999999998 0.084835000000000008 -0.080914999999999987 -0.07385499999999999 -0.15029999999999996 0.089495000000000019 -0.018054999999999998 0.085325000000000012 0.013340000000000001 -0.087904999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 21 -5 9 30 11 -11 -6 13 16 -14 -4 -13 -16 -9 20 27 22 23 24 -2 -23 -17 -12 29 -25 -3 -20 -32
right_child=4 2 15 6 7 -7 -8 18 -10 10 19 12 14 -15 17 26 -18 -19 31 -21 -22 25 -24 28 -26 -27 -28 -29 -30 -31 32 -33 -34
leaf_value=0.015729476748980026 0.0073370685763001027 0.0093609137550312027 0.016039646354899351 -0.0042023513834243131 0.0085861219268846614 0.013540141214001985 0.0053455561571049389 0.0027482646405546022 0.013707284665125014 -0.0063909798282145713 0.0012821554403231179 0.0016223069420691471 -0.00087444120785832669 0.0058751403555951836 0.010405143938597788 0.0058794641166930207 -0.0053143391008382912 0.0040792364343047198 0.011554901404316467 0.0064570433304104273 -0.004185833317835232 -0.00094275832976891392 0.0017228084397586641 0.0063576347844988383 0.0011649841434129096 0.0056095149024523528 0.012223286590223601 0.0066676099861192354 0.0026604009060908879 0.010471423063707049 0.0029216134996774001 0.0069250271647821804 0.0071071210129393849
leaf_weight=60 60 57 54 53 102 52 85 52 57 71 62 58 52 67 79 55 70 76 56 73 55 55 66 838 102 55 58 59 52 107 54 52 54
leaf_count=60 60 57 54 53 102 52 85 52 57 71 62 58 52 67 79 55 70 76 56 73 55 55 66 838 102 55 58 59 52 107 54 52 54
internal_value=0 0.0084206 0.00758506 0.00581521 0.00494803 0.00593423 0.00166559 0.0035561 0.00838662 0.00284432 0.000813333 0.00413028 0.00299522 0.000593459 0.00524907 0.0113896 -0.00215714 0.007315 0.00721049 0.00287479 0.00137876 0.00563662 0.00593324 0.00617146 0.00346203 0.00231705 0.00915148 0.00392297 0.0066099 0.00682533 0.00653768 0.00934234 0.005031
internal_weight=0 587 527 360 2371 1387 138 984 222 824 320 504 402 195 207 167 128 155 160 249 176 1335 1225 1159 162 110 113 121 997 945 165 108 108
internal_count=2958 587 527 360 2371 1387 138 984 222 824 320 504 402 195 207 167 128 155 160 249 176 1335 1225 1159 162 110 113 121 997 945 165 108 108
is_linear=0
shrinkage=0.16829


Tree=9871
num_leaves=29
num_cat=0
split_feature=1 3 12 3 16 12 1 9 0 41 52 150 1 0 16 0 16 0 0 0 48 12 16 0 133 3 52 133
split_gain=15.2873 2.48619 1.31526 0.938798 0.562973 0.407019 0.394724 0.333721 0.320494 0.305098 0.196659 0.183986 0.186402 0.213235 0.147169 0.125619 0.123982 0.0950783 0.0854866 0.100838 0.0830909 0.099795 0.0788443 0.0759909 0.0505749 0.0486135 0.0451344 0.00991086
threshold=0.10557500000000002 -0.060719999999999989 0.056995000000000011 0.3148450000000001 0.24624500000000002 0.096590000000000023 0.095085000000000017 -1.0000000180025095e-35 -0.045139999999999993 0.078150000000000011 -0.092084999999999986 0.083435000000000023 0.13699000000000003 -0.14606999999999998 0.056515000000000003 -0.10934999999999999 -0.097664999999999988 -0.15445999999999996 -0.079249999999999987 0.051660000000000005 0.096835000000000018 0.084065000000000015 -0.053299999999999993 -0.067664999999999989 0.0029250000000000005 -0.088824999999999987 0.092120000000000021 0.056015000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 6 7 8 9 10 -3 -2 15 -1 12 13 -9 16 -4 -7 -12 20 25 21 -17 -19 26 -16 -20 27 -18
right_child=1 3 5 -5 -6 14 -8 11 -10 -11 17 -13 -14 -15 24 18 23 22 19 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.0008356907863147641 0.00051094588147965561 -6.9488354455470369e-05 0.0007220932920499472 -0.0002185610202079247 0.00072504781893217472 0.00065013975451529756 0.0004428086207340863 0.00017967513866735084 0.00018248321435972392 0.001076841069411216 0.00073377510204459639 6.6633516594592947e-05 8.9814399913722585e-05 0.00043792057966144217 0.00071451055216821731 0.00097534034967015394 0.0008576321757900109 0.00067699898847729367 0.00070617975911892313 0.00094701102782654423 0.00075460017025937129 0.00086727180683292672 0.00051386043133624362 0.00071055858150174858 0.00057099223759468469 0.00081048781811195029 0.00077713990635124497 0.00093762353924659275
leaf_weight=72 80 58 84 93 82 64 100 64 55 68 71 75 52 78 55 111 54 58 71 52 66 863 81 57 61 221 59 53
leaf_count=72 80 58 84 93 82 64 100 64 55 68 71 75 52 78 55 111 54 58 71 52 66 863 81 57 61 221 59 53
internal_value=0 0.000222096 0.000799271 7.38181e-05 0.000508925 0.00083419 0.000621932 0.00015708 0.000377389 0.000858822 0.000685327 0.000206062 0.000259783 0.000321776 0.000740219 0.000848699 0.000780868 0.000633605 0.000856358 0.000809801 0.000871723 0.000879624 0.000582186 0.000818229 0.000639343 0.000785246 0.000854987 0.000897583
internal_weight=0 637 2321 420 217 1939 382 327 135 1536 282 269 194 142 403 1468 287 210 1384 344 1040 974 139 223 116 292 166 107
internal_count=2958 637 2321 420 217 1939 382 327 135 1536 282 269 194 142 403 1468 287 210 1384 344 1040 974 139 223 116 292 166 107
is_linear=0
shrinkage=0.0032998


Tree=9872
num_leaves=31
num_cat=0
split_feature=1 52 47 1 15 1 12 0 4 12 15 12 4 15 15 0 43 52 13 400 0 403 43 12 15 15 4 4 12 15
split_gain=5.8396 1.04583 0.786768 0.506941 0.424101 0.351889 0.327377 0.279719 0.278025 0.242757 0.19749 0.149353 0.17909 0.330375 0.143398 0.131299 0.129055 0.122847 0.122167 0.0730709 0.0675203 0.0892201 0.084531 0.0665016 0.0621593 0.0503138 0.0703139 0.0405846 0.0178703 0.0104665
threshold=0.10575500000000002 -0.40011499999999994 0.10648500000000001 0.13744000000000003 1.0000000180025095e-35 0.088860000000000008 0.088325000000000015 -0.10071499999999999 -0.14345499999999997 0.089435000000000014 -0.095244999999999982 0.092995000000000008 -0.50231999999999988 -0.0065999999999999991 -0.42075999999999997 -0.037444999999999992 -0.025079999999999995 -0.087094999999999992 -0.09194999999999999 -0.080934999999999993 -0.086834999999999982 -0.072664999999999993 0.0066850000000000008 0.095815000000000011 -0.050529999999999999 -0.14868999999999996 -0.014454999999999997 -0.0086549999999999978 0.086115000000000011 -0.080724999999999977
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 5 11 15 10 -6 -4 -7 12 -1 25 -5 16 -3 -9 28 -20 -21 23 -23 -22 27 -14 -27 -13 -10 -29
right_child=1 2 9 14 8 7 -8 17 18 -11 -12 24 13 -15 -16 -17 -18 -19 19 20 21 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.00097859715609830518 0.00081828260485001592 0.00019137676455304492 0.00047664605845362492 0.00026470815718624183 0.0010251989588082148 0.0006354865526242454 0.00056965651200561671 0.00079720739161706514 0.00096823847395333281 0.00078722367084939273 0.00035197835675560316 0.0008028567878148907 0.00090301071632753374 0.00057566255940275286 4.6149995689825425e-05 0.00046664296669702725 0.000363919267342167 0.00062924274395048023 0.00088347368725336702 0.00086713879096186625 0.000791377129764148 0.00076899314777380051 0.0006547807244151328 0.00091948736814307503 0.00059183020491439871 0.00086617648117391481 0.0007708884426296383 0.00065567241283344868 0.00086837324066308763 0.00072621911586322001
leaf_weight=52 64 91 60 58 71 57 78 95 52 52 52 54 54 81 76 55 101 102 100 103 247 277 102 59 55 116 411 69 52 62
leaf_count=52 64 91 60 58 71 57 78 95 52 52 52 54 54 81 76 55 101 102 100 103 247 277 102 59 55 116 411 69 52 62
internal_value=0 0.000417821 0.000372874 0.000312214 0.00077504 0.000733831 0.000382694 0.00063578 0.000823853 0.000621157 0.000500558 0.000765245 0.000789539 0.000774635 0.000141013 0.00032351 0.000282325 0.00071042 0.000809407 0.000796574 0.000785501 0.000773174 0.000738348 0.000816193 0.000692823 0.000802314 0.00079193 0.000722658 0.000918645 0.00068933
internal_weight=0 635 571 459 2323 1260 325 306 1063 112 109 954 714 662 134 247 192 197 992 888 788 685 379 306 240 581 527 185 104 131
internal_count=2958 635 571 459 2323 1260 325 306 1063 112 109 954 714 662 134 247 192 197 992 888 788 685 379 306 240 581 527 185 104 131
is_linear=0
shrinkage=0.0032998


Tree=9873
num_leaves=27
num_cat=0
split_feature=1 47 156 403 160 1 1213 160 43 151 42 50 50 42 42 1213 1429 150 160 1455 159 150 43 159 1 42
split_gain=0.171559 0.166806 0.155297 0.0935475 0.0875795 0.0967538 0.08485 0.0822078 0.0717268 0.0642039 0.0715777 0.0575898 0.0522 0.0479983 0.0970322 0.0466821 0.0458606 0.0414107 0.0493349 0.0407109 0.0400234 0.0375385 0.032224 0.029232 0.0181787 0.0137141
threshold=0.10123500000000001 0.085585000000000008 1.0000000180025095e-35 -0.06669499999999999 -0.087309999999999985 0.13891000000000003 -0.086179999999999993 -0.082244999999999985 -0.012119999999999997 0.044055000000000004 0.095525000000000013 -0.11980499999999998 0.076980000000000007 0.088485000000000022 -0.015084999999999998 1.0000000180025095e-35 0.087700000000000014 0.10871000000000001 0.061085000000000007 0.089990000000000014 -0.032069999999999994 0.087675000000000017 -0.087439999999999976 0.087060000000000012 0.085780000000000009 0.098395000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 6 -2 9 -1 -8 -3 10 21 -5 13 14 15 -9 17 18 19 20 -13 -6 -20 -4 -24 -15
right_child=1 8 23 11 5 -7 7 12 -10 -11 -12 16 -14 25 -16 -17 -18 -19 22 -21 -22 -23 24 -25 -26 -27
leaf_value=0.014409386551656808 0.0062972363857572667 0.0047956442829148703 0.01025176099468667 0.010943445283002231 -0.0031587355031206825 -0.0055501981879273968 0.013931700638142856 0.004571467603088757 0.01151915207336569 0.0063166461408341807 0.0051722349796570607 0.0080635962270819879 0.010320900328799929 0.010818927872804834 -0.00013164984136656123 0.010576380228528139 0.0015710397949970636 0.0014640235649254262 0.0050983265264200953 0.001224918774174718 0.0052935022263545786 0.0019606325292445886 0.0082200683111265261 0.0047985943715065683 0.012108819375501218 0.0069214188909520113
leaf_weight=58 65 101 57 59 138 81 52 94 83 53 56 178 96 52 83 62 79 62 72 61 970 57 120 58 52 59
leaf_count=58 65 101 57 59 138 81 52 94 83 53 56 178 96 52 83 62 79 62 72 61 970 57 120 58 52 59
internal_value=0 0.00343409 0.00199662 0.00638753 0.000581842 -0.000378428 0.0082832 0.0075661 0.0078383 0.000993666 -0.000123152 0.00574882 0.00681989 0.00585448 0.00449593 0.00696955 0.00555542 0.005762 0.00594416 0.00549903 0.00572458 -0.00165309 0.00814238 0.00751709 0.00940618 0.00876346
internal_weight=0 749 565 2209 450 385 556 498 184 304 251 1653 446 350 239 156 1594 1515 1453 1209 1148 195 244 115 172 111
internal_count=2958 749 565 2209 450 385 556 498 184 304 251 1653 446 350 239 156 1594 1515 1453 1209 1148 195 244 115 172 111
is_linear=0
shrinkage=0.16829


Tree=9874
num_leaves=21
num_cat=0
split_feature=41 1 132 0 1 13 13 43 3 42 43 12 1 1 50 0 0 3 12 0
split_gain=0.161622 0.179963 0.127873 0.126294 0.0675661 0.0597103 0.0516925 0.0508847 0.0495041 0.0693769 0.0486037 0.041884 0.0413869 0.0581011 0.100503 0.0788222 0.0566721 0.0533115 0.0380757 0.0349261
threshold=0.078150000000000011 0.095920000000000019 0.024785000000000005 -0.12851999999999997 0.14132000000000003 0.096820000000000003 -0.012224999999999998 0.049545000000000006 0.09722500000000002 0.089895000000000017 -0.50182499999999985 -0.042789999999999988 0.093245000000000008 0.083065000000000014 0.081580000000000014 -0.082134999999999986 -0.13843999999999998 -0.07298499999999998 0.089855000000000004 -0.22745499999999999
decision_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 6 5 7 -3 8 9 -5 -1 -12 13 16 15 -15 -13 -18 -16 -8
right_child=2 3 -4 4 -6 -7 19 -9 -10 -11 11 12 -14 14 18 -17 17 -19 -20 -21
leaf_value=0.00019744704261007021 0.013835080956610792 -0.0044586534040394242 0.0037024357481278162 -0.0006053288657009941 -0.00062310966820102701 0.0084240597413675102 -0.0020288293917164126 0.0083850256113847318 0.0074298730562242067 0.0044787289367153567 0.00977254202002939 0.010863791416954713 0.0092722319440885631 -0.0017959197675840393 0.0038768028986154728 0.0050805700429751325 0.0057998759838165988 0.0028101688375625693 0.0089963216424807733 0.00331495969278589
leaf_weight=53 95 83 57 152 91 85 64 53 55 151 61 56 71 130 91 74 1183 200 78 75
leaf_count=53 95 83 57 152 91 85 64 53 55 151 61 56 71 130 91 74 1183 200 78 75
internal_value=0 0.00440247 0.0100472 0.00228106 0.0035749 0.00434872 -0.00113194 0.00350152 0.00277352 0.00192238 0.00526097 0.00539809 0.00525543 0.00509704 0.00321392 0.000689686 0.00558391 0.00536882 0.00625029 0.000841585
internal_weight=0 2806 152 809 587 496 222 411 358 303 1997 1944 1883 1812 373 204 1439 1383 169 139
internal_count=2958 2806 152 809 587 496 222 411 358 303 1997 1944 1883 1812 373 204 1439 1383 169 139
is_linear=0
shrinkage=0.16829


Tree=9875
num_leaves=28
num_cat=0
split_feature=1452 1 13 12 150 3 4 16 12 52 4 4 3 12 4 51 150 12 13 4 52 403 4 475 52 43 51
split_gain=0.12432 0.117079 0.0895809 0.25492 0.09551 0.0882227 0.0794449 0.0946278 0.0908507 0.0763864 0.0534672 0.0571616 0.0503626 0.0687461 0.048332 0.0700408 0.0597421 0.0557258 0.036985 0.0458971 0.0453998 0.0352665 0.0346221 0.03056 0.0302789 0.0214346 0.0175755
threshold=0.099915000000000018 0.090355000000000005 -0.09330999999999999 -0.053404999999999987 -0.029954999999999999 -0.067549999999999985 -0.50231999999999988 -0.010034999999999999 0.083885000000000015 -0.089799999999999977 -1.0000000180025095e-35 -0.020619999999999996 -0.097829999999999986 0.087805000000000008 -0.16236499999999995 0.089570000000000025 0.10373000000000002 0.11232500000000002 -0.023024999999999997 -0.047099999999999996 0.0030150000000000008 -0.092059999999999989 -0.08231999999999999 -0.083344999999999989 -0.0094049999999999984 0.024055000000000003 -0.091614999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -4 -5 -1 12 9 -9 11 24 13 -8 26 16 17 -16 22 21 -21 -20 -14 -13 -10 -24 -6
right_child=-2 2 4 5 14 -7 7 8 10 -11 -12 23 18 -15 15 -17 -18 -19 19 20 -22 -23 25 -25 -26 -27 -28
leaf_value=0.0096724192528173051 0.011103814903303201 0.0070004861693540006 -0.0043033514770046957 -0.011159911308466167 0.0038838483410365767 -0.0021020281984238248 0.012566086288675999 0.0019871389432828887 0.00086120545525925085 -0.0064697846171547684 -0.0002047248529286326 0.0099556621818284209 0.0013382487332613483 0.0043675104742440553 0.001998042065068777 -0.0016111124541023781 0.0076641599353481932 0.0078160650537275351 0.00075021050693667988 -0.0025991507293103267 0.0034719640277091871 0.0052511134301080837 0.0049997553271692247 0.0048519290536307731 0.0050300394651726756 0.0074245729894376446 0.0081419608587886428
leaf_weight=70 59 67 53 52 52 75 53 64 138 57 102 53 61 66 478 99 75 52 63 65 75 244 438 96 78 141 64
leaf_count=70 59 67 53 52 52 75 53 64 138 57 102 53 61 66 478 99 75 52 63 65 75 244 438 96 78 141 64
internal_value=0 0.0032877 0.00187876 -0.00138626 0.00260638 -0.00582491 0.00409325 0.00387455 0.0021186 -0.00198185 0.00318487 0.00413703 0.0047292 0.00803407 0.00305518 0.00252643 0.00320645 0.00257226 0.00436574 0.00318072 0.000640399 0.00433333 0.0051906 0.00667941 0.00237494 0.00559336 0.00624864
internal_weight=0 2931 1067 194 873 127 1864 1794 588 121 467 365 1206 119 820 704 605 530 1087 447 140 307 640 149 216 579 116
internal_count=2990 2931 1067 194 873 127 1864 1794 588 121 467 365 1206 119 820 704 605 530 1087 447 140 307 640 149 216 579 116
is_linear=0
shrinkage=0.16829


Tree=9876
num_leaves=29
num_cat=0
split_feature=1 52 52 1 150 11 1 12 15 4 4 12 4 15 160 4 4 51 12 43 1 52 158 15 480 42 1 15
split_gain=6.69968 0.898435 0.47307 0.385951 0.59021 0.382262 0.268267 0.282717 0.258821 0.195998 0.220284 0.190623 0.185984 0.158581 0.119599 0.135509 0.112908 0.0892521 0.0871671 0.0773402 0.0730655 0.0544974 0.0470464 0.045055 0.0436699 0.0407208 0.0254615 0.0150486
threshold=0.10423500000000001 -0.40011499999999994 0.20131000000000002 0.08864000000000001 1.0000000180025095e-35 1.0000000180025095e-35 0.13662500000000002 0.088365000000000013 -0.10763999999999999 -0.49010499999999996 -0.15504999999999997 0.085380000000000011 0.024470000000000002 -0.087984999999999994 -1.0000000180025095e-35 0.23355000000000001 -0.082509999999999986 -0.031924999999999995 -0.067899999999999988 -0.0015099999999999998 0.090540000000000023 -0.014264999999999998 0.084965000000000027 -0.43587999999999999 0.08610000000000001 0.090385000000000007 0.117245 0.09827000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 5 11 9 7 14 23 -1 -11 -5 19 -6 -3 18 -13 -14 -16 24 -18 -21 -19 -8 -12 -22 -17 -27
right_child=1 2 -4 4 13 -7 8 -9 -10 10 12 16 17 -15 15 26 20 22 -20 21 25 -23 -24 -25 -26 27 -28 -29
leaf_value=0.0010132643789344223 0.00077991536364787012 0.00047300688960454752 0.00066531104772627294 0.0006568407358076956 0.00037426530555965693 0.0010378345868693475 0.00026849762593990535 0.00056569816158125944 5.467698166514902e-05 0.00059854933256388689 0.00085585398420061083 0.00096301011724633301 0.00064185840260091596 0.00063337112020955399 0.00032687035286884134 0.00045443715997547674 0.00090120064820320336 0.0007434611089807971 0.00013948886702037049 0.00069809812882480778 0.0006915039985398632 0.0008099414224920046 0.00086373026159028302 0.00040717000429873974 0.0007758204586251926 0.00075764224060462964 0.00034706246344770716 0.000844483231196716
leaf_weight=55 72 71 61 101 53 91 54 92 53 53 912 55 79 52 55 52 56 143 55 64 67 274 54 53 92 61 54 56
leaf_count=55 72 71 61 101 53 91 54 92 53 53 912 55 79 52 55 52 56 143 55 64 67 274 54 53 92 61 54 56
internal_value=0 0.000431126 0.000389212 0.00080546 0.000723812 0.000827954 0.0003579 0.000405873 0.000244045 0.000816868 0.000810383 0.000782293 0.0008173 0.00050292 0.000354517 0.000315405 0.000825124 0.000738165 0.0002335 0.000833549 0.000793379 0.000788868 0.000776607 0.000337515 0.000848555 0.000760372 0.000400069 0.000799508
internal_weight=0 672 600 2318 501 1817 539 379 160 1726 1671 396 1618 105 287 216 295 276 110 1342 240 338 197 107 1004 184 106 117
internal_count=2990 672 600 2318 501 1817 539 379 160 1726 1671 396 1618 105 287 216 295 276 110 1342 240 338 197 107 1004 184 106 117
is_linear=0
shrinkage=0.0032998


Tree=9877
num_leaves=18
num_cat=0
split_feature=1 2 4 483 14 2 2 13 13 4 16 402 403 14 0 42 0
split_gain=0.10359 0.151108 0.0737334 0.0685879 0.0814458 0.0886243 0.106567 0.0981859 0.0768234 0.0685942 0.116222 0.0619569 0.0544285 0.0566543 0.0482477 0.0438862 0.0386508
threshold=0.10423500000000001 -0.080104999999999996 -0.50231999999999988 0.095345000000000013 -0.23083499999999998 0.10615500000000001 -1.0000000180025095e-35 -0.092984999999999984 -0.026489999999999996 -0.032169999999999997 -0.28430999999999995 0.13375500000000004 -0.53824499999999997 0.064610000000000015 0.044695000000000006 0.0069650000000000016 -0.11742499999999999
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 8 -7 -6 -9 -11 12 -4 14 16 -8 -14
right_child=3 2 11 -5 5 7 15 9 -10 10 -12 -13 13 -15 -16 -17 -18
leaf_value=-0.0044507989646221146 0.0059250779273538967 0.008741492608676904 -0.00062029256963064131 0.0069501407340402241 0.002869463906253574 -0.0064280962054461205 0.0087564499322441789 0.0052301097148356977 -0.0061028169509737716 0.0022878645876047996 -0.007947488319383059 0.0095559164566976062 0.0015744024414027003 0.008412620715217629 -0.00048880667555559253 0.0027952938814882031 0.0042039961002936759
leaf_weight=59 83 96 75 61 56 89 66 57 52 79 52 55 177 79 71 77 1706
leaf_count=59 83 96 75 61 56 89 66 57 52 79 52 55 177 79 71 77 1706
internal_value=0 0.0039422 0.0041622 0.00156417 0.00102352 0.000249604 0.00254304 -0.00182208 -0.00143389 0.000348873 -0.00176131 0.00395813 0.00381122 0.00397559 0.00379528 0.00555916 0.00395777
internal_weight=0 2318 2259 672 611 528 251 277 108 188 131 2163 2108 2033 1954 143 1883
internal_count=2990 2318 2259 672 611 528 251 277 108 188 131 2163 2108 2033 1954 143 1883
is_linear=0
shrinkage=0.16829


Tree=9878
num_leaves=13
num_cat=0
split_feature=47 4 9 8 1209 156 474 0 1 4 42 1
split_gain=0.0806355 0.0735024 0.0622952 0.0629457 0.057696 0.044636 0.04844 0.0525038 0.0926229 0.0817398 0.0392363 0.0221217
threshold=0.12865500000000005 -0.50393499999999991 0.083710000000000021 0.087050000000000002 -0.08342999999999999 0.12636500000000003 0.096025000000000013 -0.0033699999999999993 0.14132000000000003 -0.17568999999999999 0.084725000000000009 0.085345000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 -4 -3 6 7 8 -6 -9 -8 -1
right_child=-2 2 3 -5 5 -7 10 9 -10 -11 -12 -13
leaf_value=0.0048832875883058598 -0.0026379829088269426 0.008234473752285993 -0.0052167098889624132 0.0029375680334866377 0.00278800260498258 -0.0018728877277190568 0.009436814446805929 0.0038468748763438518 0.0093435758205633428 -0.0044380121800541737 0.0036026640757573385 0.0098476046948294902
leaf_weight=54 74 58 54 53 2255 55 57 65 63 70 80 52
leaf_count=54 74 58 54 53 2255 55 57 65 63 70 80 52
internal_value=0 0.00297477 0.00280963 -0.00116088 0.00296747 0.00285129 0.00295231 0.00277895 0.00296695 -0.000435684 0.00604313 0.00733556
internal_weight=0 2916 2810 107 2703 2645 2590 2453 2318 135 137 106
internal_count=2990 2916 2810 107 2703 2645 2590 2453 2318 135 137 106
is_linear=0
shrinkage=0.16829


Tree=9879
num_leaves=26
num_cat=0
split_feature=1 2 15 14 3 2 4 3 43 2 43 15 43 3 1 130 157 3 3 15 15 4 15 1 3
split_gain=2.57588 0.399094 0.329612 0.242461 0.207806 0.14858 0.138732 0.134174 0.1021 0.0747425 0.0701531 0.0693275 0.0961065 0.0661072 0.0642233 0.056966 0.0622215 0.0818186 0.0530387 0.0566555 0.0460614 0.0373395 0.0711992 0.0227397 0.0169495
threshold=0.10423500000000001 0.11917500000000002 -0.42075999999999997 0.064610000000000015 -0.036264999999999992 -0.080104999999999996 0.0049450000000000006 0.17351000000000003 -0.069134999999999988 0.089545000000000013 0.0015200000000000003 0.08517000000000001 0.13751500000000003 -0.0075749999999999993 0.10970000000000001 -0.019164999999999998 -0.089134999999999978 -0.13117499999999996 0.018975000000000002 -0.14051999999999998 -0.065984999999999988 -0.075324999999999989 0.09222000000000001 0.11860000000000001 -0.075154999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 14 -1 10 18 -6 -8 15 12 -12 20 -4 -7 -17 -18 19 -3 24 22 -13 -16 -11
right_child=1 7 4 -5 8 6 9 -9 -10 13 11 21 -14 -15 23 16 17 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.00030674879706185903 0.00013535550620456306 0.00022488533118623203 0.00036163365329391136 0.00065350174048067235 0.00017393784424930391 0.00058724444674557251 0.00051682797528454949 3.7283514499748085e-05 0.00034654842819354449 0.00043942702743696778 0.0002783800486931926 0.00051216461643008521 0.00047877219811316436 0.00032179857076266747 0.00054892631938373748 0.00058154476531832762 0.0003764471701833305 0.0005008934459551003 0.0002891197280784813 8.2174498934341301e-05 0.00037459536690109092 0.0005477184404041309 0.0003568558211790507 0.0004451505022752785 0.00051659377727366902
leaf_weight=54 86 72 63 92 62 95 87 78 98 96 52 88 55 80 53 102 63 1168 54 54 97 76 54 52 59
leaf_count=54 86 72 63 92 62 95 87 78 98 96 52 88 55 80 53 102 63 1168 54 54 97 76 54 52 59
internal_value=0 0.000254281 0.000317842 0.000486438 0.000365581 0.000479518 0.000483797 0.000152153 0.000279882 0.000429233 0.000496819 0.000452051 0.000381715 0.000406173 0.00044699 0.000506983 0.000501236 0.000494553 0.000201734 0.000164003 0.000432818 0.000486412 0.000453352 0.000497868 0.000469027
internal_weight=0 672 414 2318 328 2226 2172 258 160 419 1753 325 107 332 168 1428 1333 1231 180 126 252 218 142 105 155
internal_count=2990 672 414 2318 328 2226 2172 258 160 419 1753 325 107 332 168 1428 1333 1231 180 126 252 218 142 105 155
is_linear=0
shrinkage=0.0032998


Tree=9880
num_leaves=20
num_cat=0
split_feature=4 151 1447 159 4 2 0 11 4 1 3 2 34 15 133 13 133 13 16
split_gain=0.149098 0.156556 0.0985252 0.132378 0.0821215 0.0733804 0.107731 0.0775771 0.116109 0.0714188 0.156758 0.0577037 0.0696712 0.0638367 0.0501625 0.0516041 0.078866 0.0785865 0.0335999
threshold=0.31392000000000003 0.08357500000000001 -0.085574999999999984 -0.085684999999999997 0.41315500000000005 0.089545000000000013 -0.034759999999999992 1.0000000180025095e-35 -0.4950449999999999 0.08776500000000001 -0.015474999999999997 0.11543500000000002 -1.0000000180025095e-35 -0.41956999999999994 0.51279500000000011 -0.010129999999999998 -0.09465999999999998 -0.014549999999999999 0.064455000000000012
decision_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 -2 6 14 8 -7 18 -11 12 -6 -13 15 17 -17 -4 -10
right_child=4 -3 5 -5 11 7 -8 -9 9 10 -12 13 -14 -15 -16 16 -18 -19 -20
leaf_value=0.0047113592547298093 -0.0064935444212355677 -0.003625423652699519 0.0048897085061290141 -0.0067667281484649171 -0.0010565501903550081 0.0098727926345909111 -0.0015378400475082577 0.0072182250665794902 0.0032998531008551417 -0.0089755825471219287 0.0016811744195018769 0.001720033094490103 0.0071536202835851791 -0.0047880822246956518 -6.0488134393082032e-05 0.012902599496196624 0.0058098852865509478 -0.0010554892437392898 0.00063971696633152318
leaf_weight=54 54 90 776 60 52 53 77 97 503 52 157 91 66 80 54 52 328 68 186
leaf_count=54 54 90 776 60 52 53 77 97 503 52 157 91 66 80 54 52 328 68 186
internal_value=0 0.00326149 0.00350846 -0.00131398 -0.000466404 0.00373799 0.00455774 0.00267638 0.00221123 0.00175704 -0.000961672 0.000653558 0.00352035 -0.00131419 0.00492641 0.00514789 0.0067852 0.00440858 0.00258434
internal_weight=0 2607 2517 114 343 2403 1355 1048 951 898 209 289 118 171 1278 1224 380 844 689
internal_count=2950 2607 2517 114 343 2403 1355 1048 951 898 209 289 118 171 1278 1224 380 844 689
is_linear=0
shrinkage=0.16829


Tree=9881
num_leaves=20
num_cat=0
split_feature=1 13 15 481 13 2 0 1 16 0 148 51 49 13 474 394 2 4 158
split_gain=0.105069 0.116846 0.0636714 0.0558685 0.0759493 0.066668 0.08387 0.0528567 0.0670078 0.062252 0.0475168 0.053439 0.0707685 0.137904 0.0475884 0.041249 0.038681 0.0565575 0.048489
threshold=0.12500000000000003 0.10621000000000001 0.15100500000000003 -0.084114999999999981 -0.084084999999999979 0.089545000000000013 -0.016414999999999996 0.13842500000000005 -0.15693499999999996 -0.073254999999999987 -1.0000000180025095e-35 0.11917000000000001 -0.0019649999999999997 -1.0000000180025095e-35 -0.07636999999999998 -0.088854999999999976 0.087245000000000003 -0.082199999999999981 0.080045000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 4 -1 6 15 9 -9 -2 -7 12 13 -12 -14 -5 18 -18 -17
right_child=1 -3 -4 5 -6 10 -8 8 -10 -11 11 -13 14 -15 -16 16 17 -19 -20
leaf_value=-0.0046581854678245894 -0.0047111090659343775 -0.0077930391004281318 -0.003066482492392181 -0.00023491762743732536 0.0034732169571959552 -0.002244449176530691 -0.0014167265447037976 0.0069856664970504179 -0.00083892283473181273 0.002854531467166408 0.0023476021864291012 0.0068396960700608479 -0.002243578956169015 -0.0080832403115858268 0.0029536449071328108 0.0034395437951769705 0.011132529916116175 0.0048647144616439869 0.0073204641733602494
leaf_weight=65 73 53 53 58 65 69 82 67 57 53 103 69 53 55 761 870 53 188 103
leaf_count=65 73 53 53 58 65 69 82 67 57 53 103 69 53 55 761 870 53 188 103
internal_value=0 -0.000611983 0.00269164 0.00280998 -0.000578664 0.00298949 0.00378361 0.000903215 0.00337439 -0.00151448 0.0020192 0.00230353 0.00197967 -0.00127202 0.00261304 0.00412026 0.00432981 0.00625057 0.00385222
internal_weight=0 303 2647 2594 130 2464 1354 250 124 126 1110 1041 972 158 814 1272 1214 241 973
internal_count=2950 303 2647 2594 130 2464 1354 250 124 126 1110 1041 972 158 814 1272 1214 241 973
is_linear=0
shrinkage=0.16829


Tree=9882
num_leaves=20
num_cat=0
split_feature=4 151 1447 0 4 0 2 131 2 402 3 3 403 0 0 3 484 1 1
split_gain=0.0805308 0.0970798 0.0612599 0.0907565 0.061807 0.0947026 0.0880652 0.0583989 0.0561135 0.0505887 0.0499809 0.0455869 0.0430342 0.0417601 0.0444368 0.0411853 0.0518882 0.0247066 0.0234679
threshold=0.31392000000000003 0.08357500000000001 -0.085574999999999984 -0.087404999999999997 -0.4950449999999999 -0.046614999999999997 0.093200000000000019 0.08844500000000001 0.08895500000000002 -0.086814999999999989 0.13772500000000001 -0.088084999999999983 -0.10802999999999999 -0.011064999999999998 -0.105195 -0.094334999999999988 -0.086334999999999981 0.085720000000000005 0.086590000000000014
decision_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 18 8 -7 10 9 11 13 -6 -11 14 -2 -10 -17 -8 -4
right_child=7 -3 4 -5 5 6 17 -9 15 12 -12 -13 -14 -15 -16 16 -18 -19 -20
leaf_value=0.003741781985421046 0.0013970947599501891 -0.0031472411748733721 0.0089703373907084483 -0.0057695025307640292 -0.0034075536088046892 -0.0061714851764008297 -0.0011008353863709013 0.0047228802681820335 0.0049338800419951503 0.0071651566406788067 -0.0055518220519397395 0.002921516945148416 0.0035448786490733376 0.0034560272844025783 -0.0041567248929202686 -0.0038131892154194325 0.0016850251204188623 0.0036316147883161047 0.0042511473287093725
leaf_weight=53 74 90 54 61 53 65 57 52 101 104 64 82 984 63 90 52 711 68 72
leaf_count=53 74 90 54 61 53 65 57 52 101 104 64 82 984 63 90 52 711 68 72
internal_value=0 0.00227489 0.00246948 -0.00133183 0.00265057 0.0024485 -0.00114181 -0.000463919 0.00277623 0.00351112 -0.00139694 0.000423463 0.00389259 -0.000217609 -0.00163978 0.0017339 0.00130796 0.00145924 0.00628792
internal_weight=0 2607 2517 114 2403 2277 190 343 2087 1223 291 135 1088 227 164 864 763 125 126
internal_count=2950 2607 2517 114 2403 2277 190 343 2087 1223 291 135 1088 227 164 864 763 125 126
is_linear=0
shrinkage=0.16829


Tree=9883
num_leaves=31
num_cat=0
split_feature=1 1 12 2 13 13 49 1 51 48 49 11 51 2 402 131 15 12 12 11 12 12 43 1447 12 12 47 12 131 43
split_gain=3.54444 0.868142 0.634219 0.42387 0.24842 0.181168 0.172031 0.114114 0.106747 0.139154 0.105395 0.0992026 0.0953704 0.0899181 0.0801579 0.106075 0.0785027 0.127997 0.077554 0.0735428 0.0656657 0.100818 0.0640467 0.0630893 0.0624203 0.0432007 0.0429049 0.0398855 0.027481 0.0498724
threshold=0.10442000000000001 0.13686500000000004 0.085075000000000026 0.095850000000000005 1.0000000180025095e-35 -0.085684999999999997 -0.047179999999999993 0.090355000000000005 -0.067854999999999985 0.10911000000000001 0.12314000000000001 0.079700000000000007 -0.21463999999999997 0.12026500000000001 -0.086814999999999989 0.092675000000000021 -0.10059999999999998 0.08401500000000002 -0.014854999999999998 0.086595000000000019 0.080020000000000022 0.092900000000000024 -0.010894999999999998 -0.085124999999999992 0.085845000000000019 0.096990000000000007 0.080075000000000021 0.11667000000000001 0.090495000000000006 -0.040494999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 7 5 -3 -5 11 -2 13 12 14 -8 18 15 -1 26 22 -10 25 -14 -22 -18 -19 -9 -4 -16 -23 29 -26
right_child=1 4 19 6 -6 -7 10 24 9 -11 -12 -13 20 -15 16 -17 17 23 -20 -21 21 27 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00044634000185704423 0.00042066242973528905 9.4637774714054161e-05 0.00065386547154475214 0.00034605817899264921 -6.6608885129383074e-05 0.00034150824641313076 0.00066174584516459178 0.0004643596974110328 0.00034671677392660879 0.00040209100458799192 0.00039195530213828589 0.00076722402123458391 0.00044773532254402143 0.000115793309173274 0.00047129071568206859 0.00064540334214615214 0.00064610436381105246 0.00050171716780249558 0.00018097647992228698 0.0004518102010434438 0.00067983085996451548 0.00054298773096824165 0.00075746997660148911 0.00062303572102556334 0.00046948933668334967 0.00052172159869956795 0.00059924990256039019 0.0004369139948669934 0.00063174217433066267 0.00059850624784807513
leaf_weight=68 56 78 54 66 54 56 66 73 66 58 58 52 98 65 53 54 118 53 60 84 54 186 123 778 56 64 74 54 78 93
leaf_count=68 56 78 54 66 54 56 66 73 66 58 58 52 98 65 53 54 118 53 60 84 54 186 123 778 56 64 74 54 78 93
internal_value=0 0.000313653 0.000384703 0.000583311 0.000121858 0.00019807 0.000506251 0.000610097 0.000289468 0.000259821 0.000526672 0.000623034 0.000543655 0.000216434 0.000617331 0.000534739 0.000625706 0.0006351 0.000268072 0.000528324 0.000523683 0.000548879 0.000703089 0.000615341 0.000550774 0.000582493 0.000546127 0.000519268 0.000578409 0.000550253
internal_weight=0 695 507 2255 188 134 582 1673 305 249 516 1373 458 191 1321 122 1199 1072 126 202 392 294 241 831 300 118 127 240 227 149
internal_count=2950 695 507 2255 188 134 582 1673 305 249 516 1373 458 191 1321 122 1199 1072 126 202 392 294 241 831 300 118 127 240 227 149
is_linear=0
shrinkage=0.0032998


Tree=9884
num_leaves=21
num_cat=0
split_feature=4 3 12 12 42 16 4 15 10 14 0 4 13 3 42 0 0 14 0 4
split_gain=3.72218 0.992801 0.58021 0.337384 0.249409 0.237239 0.282045 0.170791 0.164117 0.147673 0.158715 0.201901 0.145829 0.141381 0.139492 0.18641 0.105526 0.121696 0.097031 0.0961478
threshold=0.31392000000000003 0.28833000000000003 -0.0066799999999999993 0.13642500000000005 -0.0047199999999999994 0.0097750000000000007 0.032770000000000001 -0.065419999999999992 -1.0000000180025095e-35 0.073890000000000011 -0.13843999999999998 0.0014100000000000002 -0.040229999999999995 0.13772500000000001 0.083725000000000008 -0.062109999999999992 -0.18240499999999996 -0.41608999999999996 -0.070134999999999989 -0.15764999999999998
decision_type=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 9 14 -8 -2 10 11 -4 -6 16 19 -16 -10 -18 -12 -7
right_child=8 -3 3 -5 12 6 7 -9 13 -11 18 -13 -14 -15 15 -17 17 -19 -20 -21
leaf_value=0.00059374886608414435 8.0640588108351881e-05 0.00018756646138848925 0.00036518825923477532 0.00037586470039427508 0.00047451076244940649 0.00070348172302882078 0.00053879779263586313 0.00027632328346502622 0.00043035213988869915 0.00080606966021846266 0.00065715013779044931 0.00063727737192890077 0.00027082433449672 0.00012750754711474696 0.00059746547180227036 0.00038050236961311026 0.00038795552642006801 0.00019136672706596938 0.00056613974445037006 0.00056334224780250973
leaf_weight=82 69 65 52 62 74 165 58 52 54 61 1319 72 82 66 172 59 53 101 148 84
leaf_count=82 69 65 52 62 74 165 58 52 54 61 1319 72 82 66 172 59 53 101 148 84
internal_value=0 0.000591053 0.000601356 0.000617419 0.000445711 0.000624083 0.000566787 0.000415039 0.000225217 0.000644525 0.000638309 0.00052346 0.000367671 0.000261496 0.000601489 0.000542203 0.000303842 0.000259253 0.000647992 0.000656347
internal_weight=0 2607 2542 2304 238 2242 590 110 343 1652 1591 124 156 274 480 231 208 154 1467 249
internal_count=2950 2607 2542 2304 238 2242 590 110 343 1652 1591 124 156 274 480 231 208 154 1467 249
is_linear=0
shrinkage=0.0032998


Tree=9885
num_leaves=22
num_cat=0
split_feature=4 3 48 3 3 43 3 3 43 14 48 15 130 43 50 3 4 49 157 4 4
split_gain=5.19271 1.61184 0.8747 0.430786 0.413589 0.368058 0.525214 0.319055 0.292208 0.272528 0.224717 0.178544 0.160195 0.21723 0.138455 0.0924383 0.290447 0.100032 0.0923471 0.050402 0.0374559
threshold=0.31392000000000003 -0.066229999999999997 0.086410000000000015 0.11391500000000002 0.057935000000000007 -0.065749999999999989 0.143375 -0.082634999999999986 -0.055679999999999993 0.076450000000000004 0.10327000000000001 -0.46188999999999997 0.015470000000000001 -0.081404999999999991 -1.0000000180025095e-35 -0.23394499999999999 -0.10701499999999999 -0.014479999999999998 -0.017409999999999998 -1.0000000180025095e-35 0.0048200000000000005
decision_type=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 12 -4 20 -2 -9 10 14 -10 13 -3 -1 -16 -17 -18 -6 -15 -7
right_child=7 2 5 -5 18 6 -8 8 11 -11 -12 -13 -14 19 15 16 17 -19 -20 -21 -22
leaf_value=0.00065008903118821864 0.00048706539414314831 0.00046446710479280435 0.00026988538787544843 0.00044034852461854741 0.00080367180265921117 0.00074555604431219571 0.00027407207797416861 9.8249933074579014e-05 0.00049314888844067737 0.0010064006041096611 0.00061957697416598371 0.00025352602603396211 0.00081553172301474582 0.00061663917839312134 0.00093000986233226124 0.00058598742501900247 0.00072578459183249679 0.00082109845219280689 0.00099574697349172478 0.00075407255306174327 0.00061441195404004492
leaf_weight=64 84 64 79 59 53 53 52 88 53 71 77 97 65 52 70 65 138 1476 64 81 53
leaf_count=64 84 64 79 59 53 53 52 88 53 71 77 97 65 52 70 65 138 1476 64 81 53
internal_value=0 0.000755877 0.000616573 0.000704098 0.000745064 0.00045467 0.000546839 0.000311783 0.00024977 0.000803808 0.000796179 0.000338428 0.000671703 0.000624068 0.00080366 0.00080926 0.000804204 0.000812971 0.00090904 0.000700604 0.000680316
internal_weight=0 2636 675 438 379 237 158 322 238 1961 1890 150 262 197 1813 1749 1679 1614 117 133 106
internal_count=2958 2636 675 438 379 237 158 322 238 1961 1890 150 262 197 1813 1749 1679 1614 117 133 106
is_linear=0
shrinkage=0.0032998


Tree=9886
num_leaves=17
num_cat=0
split_feature=1 42 13 0 13 156 13 3 1 40 39 51 1444 13 3 42
split_gain=0.184789 0.112393 0.0679375 0.106275 0.0643406 0.0534414 0.0498506 0.0621932 0.0448202 0.056542 0.108488 0.042136 0.0858694 0.0390302 0.0343809 0.0101324
threshold=0.11378500000000001 0.10418500000000001 -0.10667999999999998 -0.10594499999999998 0.19761500000000001 0.088295000000000012 1.0000000180025095e-35 -0.015979999999999998 0.10575500000000002 -0.082239999999999994 0.0047850000000000011 0.11178000000000002 -1.0000000180025095e-35 -0.11210999999999999 -0.07718499999999999 -0.11100999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 8 6 7 -2 9 -4 11 12 -11 -9 -10 -6
right_child=1 -3 4 -5 15 -7 -8 13 14 10 -12 -13 -14 -15 -16 -17
leaf_value=0.011201107015710803 0.0055481340710402003 -0.0058531425896759153 0.0088138845723950282 0.0026433361705611915 0.0059075059791653976 0.0062078571302278231 -0.0039752093818574532 0.0019528284058392034 0.0037059200237275032 0.010515392250031421 -0.0033319681423044983 0.00023819029975165221 0.0036244691571757537 -0.0031685428525635218 -0.0014188942875758056 0.0093683617777196356
leaf_weight=86 74 76 57 80 53 53 59 96 61 53 65 99 1825 75 94 52
leaf_count=86 74 76 57 80 53 53 59 96 61 53 65 99 1825 75 94 52
internal_value=0 1.90217e-05 0.00378608 0.0070877 0.00355298 0.00127415 0.000408088 0.00147099 0.00336187 0.00356596 0.0034186 0.00364145 0.0038199 -0.000282881 0.000586377 0.00763856
internal_weight=0 433 2525 166 2359 357 304 245 2254 2099 2042 1977 1878 171 155 105
internal_count=2958 433 2525 166 2359 357 304 245 2254 2099 2042 1977 1878 171 155 105
is_linear=0
shrinkage=0.16829


Tree=9887
num_leaves=17
num_cat=0
split_feature=3 42 9 12 403 16 403 157 157 12 13 133 0 16 52 157
split_gain=0.0865312 0.0719151 0.0566331 0.0530811 0.0499095 0.17279 0.0961715 0.055225 0.0846078 0.048595 0.0952882 0.0677165 0.043065 0.0376063 0.0357204 0.0221013
threshold=0.3148450000000001 0.10418500000000001 0.088665000000000008 0.11755500000000001 -0.091109999999999983 -0.0092499999999999978 -0.44221499999999997 1.0000000180025095e-35 0.10119000000000002 -0.092484999999999984 0.26746000000000009 0.083000000000000018 -0.071379999999999985 -0.081324999999999995 0.060690000000000008 0.24750000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 12 5 6 -1 9 -9 -6 11 -11 14 -8 -3 -10
right_child=-2 3 -4 -5 7 -7 13 8 15 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.0013927465006044195 -0.0022949390740926398 -0.0022848315654748811 0.0086044222952638815 -0.0045186002970823884 -0.0013653289885504991 0.013809635492956064 0.0037248578204650599 0.01034383861729681 0.00015384552975702116 0.0018939330312337586 0.0098056629232554423 0.0041702863267130226 0.004482889646120306 0.0093877031727671936 0.0029315198826357926 0.0050973982415765985
leaf_weight=84 95 95 53 52 87 53 97 67 52 1418 52 504 84 52 61 52
leaf_count=84 95 95 53 52 87 53 97 67 52 1418 52 504 84 52 61 52
internal_value=0 0.00285749 0.00314183 0.000347817 0.00302613 0.00512653 0.0031437 0.00275619 0.00567073 0.0025135 0.00268536 0.00249179 0.00140969 0.00571321 -0.000233588 0.0026429
internal_weight=0 2863 2571 292 2518 286 233 2232 171 2061 1974 1922 240 149 156 104
internal_count=2958 2863 2571 292 2518 286 233 2232 171 2061 1974 1922 240 149 156 104
is_linear=0
shrinkage=0.16829


Tree=9888
num_leaves=29
num_cat=0
split_feature=1 52 2 3 150 1 2 40 14 52 1 13 3 160 133 16 1 42 3 2 3 12 52 52 4 12 52 52
split_gain=9.25848 2.54004 1.27994 0.951975 0.834203 0.641631 0.33624 0.314268 0.222192 0.212507 0.189236 0.174268 0.297687 0.160349 0.168548 0.147702 0.157264 0.146721 0.170369 0.138305 0.102124 0.157702 0.0840583 0.211734 0.0542182 0.043167 0.0380382 0.0343723
threshold=0.10290000000000001 -0.41694999999999993 1.0000000180025095e-35 -0.041789999999999994 0.083435000000000023 0.085410000000000014 0.093320000000000014 -0.079369999999999982 0.076450000000000004 -0.08330499999999999 0.11584000000000001 -0.096079999999999985 -0.115685 0.062030000000000009 0.084335000000000007 -0.50720999999999983 0.12313000000000002 0.078120000000000009 -0.078644999999999979 -0.026084999999999994 0.081495000000000012 0.083785000000000012 -0.42946499999999993 0.023800000000000005 0.03851000000000001 0.084775000000000003 0.11628500000000001 0.11330000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 10 6 25 8 -4 11 -9 -3 -1 -13 17 -15 -11 -17 22 -19 -5 21 -14 -8 -24 27 -6 -25 -20
right_child=1 2 7 19 5 -7 13 9 -10 15 -12 12 20 14 -16 16 -18 18 24 -21 -22 -23 23 26 -26 -27 -28 -29
leaf_value=0.0011560235520113045 0.0010679306451964418 0.0010034655186384549 0.00012463708794665756 0.00033528797559651062 0.00099520802186070663 0.00057591749985968393 0.00095961449118439287 0.0001913756039086686 0.0011992863785055938 0.00028725923592855409 0.00072565997154849609 0.00075458625740892904 0.0011258352653658202 0.0011584121409624335 0.00089843717460449197 0.00057399802555550101 0.00037738365710513134 0.0010980570880201601 0.0010018619452627909 0.00055709426687617725 0.00086626290629585642 0.00099697718264583879 0.00069876316235415142 0.00097480065302075916 0.00080451590031628962 0.00085972688055155626 0.00084409555336916354 0.00087753228744149811
leaf_weight=78 83 56 66 63 65 102 53 56 67 70 54 56 120 58 55 83 99 66 56 62 60 1051 103 55 53 53 57 58
leaf_count=78 83 56 66 63 65 102 53 56 67 70 54 56 120 58 55 83 99 66 56 62 60 1051 103 55 53 53 57 58
internal_value=0 0.000526087 0.000452182 0.000643185 0.000962305 0.000768491 0.000983128 0.000332072 0.00101107 0.000376408 0.000867409 0.00100181 0.000992433 0.000917901 0.00103219 0.000417387 0.000467242 0.000892053 0.000953725 0.000445586 0.00100322 0.00101021 0.000838304 0.000808235 0.000896473 0.000934655 0.000908596 0.000938916
internal_weight=0 692 609 235 2266 220 2046 374 1432 308 110 1365 1287 614 113 252 182 501 233 125 1231 1171 268 215 167 118 112 114
internal_count=2958 692 609 235 2266 220 2046 374 1432 308 110 1365 1287 614 113 252 182 501 233 125 1231 1171 268 215 167 118 112 114
is_linear=0
shrinkage=0.0032998


Tree=9889
num_leaves=23
num_cat=0
split_feature=1 1 52 39 14 52 1 42 0 1 0 39 0 1 51 0 1 129 0 481 50 403
split_gain=5.48206 1.06826 0.61473 0.446929 0.309835 0.26288 0.179398 0.173583 0.162254 0.199577 0.185187 0.134073 0.144072 0.169741 0.118302 0.0793767 0.0774231 0.0672321 0.0581662 0.0512966 0.0496772 0.0537523
threshold=0.10331000000000003 0.13472500000000001 -0.41694999999999993 0.0047850000000000011 0.064610000000000015 0.16146000000000002 0.088035000000000016 0.088685000000000014 -0.13409999999999997 0.085410000000000014 -0.07700499999999999 0.089030000000000012 -0.12851999999999997 0.11215000000000001 -0.085564999999999988 -0.099704999999999974 0.14996500000000004 0.010690000000000002 -0.044434999999999995 -0.086854999999999988 0.091510000000000022 0.056145000000000007
decision_type=2 2 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 11 -5 16 9 -1 14 12 13 -4 -10 -16 -3 20 -14 -17 21 -12
right_child=1 7 5 6 -6 -7 -8 -9 10 -11 17 -13 18 -15 15 19 -18 -19 -20 -21 -22 -23
leaf_value=0.00076320137574200286 0.00074756313253098578 0.00031286577538750736 0.00021077779188468848 0.00064565254228829774 0.00093387541159033107 0.00063327095146776776 0.00039470800906787684 3.7704805434036012e-05 0.00087199352975405491 0.0004995198755257331 0.00069570828295932173 0.00026375998306263642 0.00053783764937492731 0.00045851109486697651 0.00065850754883489877 0.00084911112735653184 0.00014802334449909524 0.00057365649291571993 0.00040246563157610182 0.00075004887894826249 0.00077251950450935687 0.00057844027031861878
leaf_weight=56 74 81 61 71 84 55 57 63 93 74 351 77 98 61 106 66 52 58 58 1125 84 53
leaf_count=56 74 81 61 71 84 55 57 63 93 74 351 77 98 61 106 66 52 58 58 1125 84 53
internal_value=0 0.000386866 0.000470141 0.000724614 0.000735935 0.000419984 0.000534179 0.000181047 0.00072787 0.000613377 0.00073554 0.00038684 0.000420804 0.000334933 0.000756007 0.000747663 0.000248681 0.000683371 0.000487733 0.000755568 0.000696338 0.000680411
internal_weight=0 680 484 2278 2150 410 128 196 2066 130 1936 355 278 122 1390 1297 133 546 156 1191 488 404
internal_count=2958 680 484 2278 2150 410 128 196 2066 130 1936 355 278 122 1390 1297 133 546 156 1191 488 404
is_linear=0
shrinkage=0.0032998


Tree=9890
num_leaves=21
num_cat=0
split_feature=40 0 51 48 4 159 49 3 158 4 4 1429 159 4 51 3 51 2 51 52
split_gain=0.14001 0.0911128 0.104308 0.0953127 0.0864825 0.100105 0.0777953 0.0896403 0.0869514 0.0727572 0.0957867 0.0685835 0.0861447 0.0559781 0.0678242 0.0648531 0.0502656 0.0471198 0.0446382 0.0302226
threshold=0.09888000000000001 -0.081644999999999981 0.14122000000000004 0.092825000000000005 0.48395000000000005 0.087060000000000012 -0.14867499999999997 -0.073614999999999986 0.10394000000000002 0.41939500000000002 0.27258000000000004 0.083960000000000021 0.084135000000000001 -0.17568999999999999 -0.026354999999999996 -0.11211999999999998 -0.067059999999999995 0.084725000000000009 -0.42680999999999997 0.013340000000000001
decision_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 13 -6 -1 8 11 10 16 12 17 14 -3 -15 -9 -8 -17 -18
right_child=-2 2 -4 -5 5 -7 7 9 -10 -11 -12 -13 -14 15 -16 18 19 -19 -20 -21
leaf_value=0.010381101120600552 -0.005132275004495806 0.0023817385436372923 0.0088429326904012184 -0.0031553849375249585 -0.0064464030267863586 0.0035541571532851594 0.0068032927424357716 -0.0023901792164467998 -0.0010092758469774029 0.006648629483037005 -0.0050212832963605946 0.0012232488312993238 0.010701716365577547 -0.0020892924031994694 0.008878363834929532 -0.0011011591073321904 0.0044042460024404729 0.0041365238950993337 0.0033070552683184679 0.00073121042066017969
leaf_weight=59 54 91 69 90 62 52 339 53 63 88 58 100 95 81 93 71 199 434 707 95
leaf_count=59 54 91 69 90 62 52 339 53 63 88 58 100 95 81 93 71 199 434 707 95
internal_value=0 0.00350325 0.00246536 0.00211103 0.00252225 -0.00186898 0.00436495 0.00413086 0.0050248 0.00225776 0.00129926 0.00541937 0.00590072 0.00300393 0.00567512 0.00242966 0.00236089 0.00530836 0.00290245 0.00322349
internal_weight=0 2899 1316 1247 1157 114 1583 1524 1031 493 405 968 868 1043 184 859 347 773 778 294
internal_count=2953 2899 1316 1247 1157 114 1583 1524 1031 493 405 968 868 1043 184 859 347 773 778 294
is_linear=0
shrinkage=0.16829


Tree=9891
num_leaves=29
num_cat=0
split_feature=1 2 15 150 0 2 15 12 2 48 14 12 151 0 15 2 0 1212 1212 1213 12 2 15 0 0 403 15 1
split_gain=2.95463 0.876256 0.390298 0.303946 0.263992 0.2508 0.216959 0.185747 0.180671 0.11891 0.0991404 0.100477 0.0987246 0.0857942 0.0852283 0.0811353 0.0732651 0.0686273 0.162571 0.10891 0.0642345 0.0998145 0.0634279 0.0549497 0.0501848 0.0477332 0.0546799 0.0194713
threshold=0.11768500000000003 0.095850000000000005 -0.16749999999999998 1.0000000180025095e-35 -0.076734999999999984 0.14253500000000002 -0.46772999999999992 -1.0000000180025095e-35 0.12336000000000001 0.084795000000000023 0.064610000000000015 0.099170000000000022 0.056555000000000001 -0.067664999999999989 0.025430000000000005 0.10362500000000001 -0.05937499999999999 0.083355000000000026 0.087865000000000013 -0.075639999999999985 0.097145000000000023 0.11426500000000002 -0.075094999999999981 -0.14797999999999997 -0.073999999999999996 -0.083579999999999988 0.033605000000000003 0.095520000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 7 10 13 -2 -3 14 24 11 12 17 -4 20 -16 -8 19 -19 -1 21 -9 -22 -5 -6 -26 27 -27
right_child=2 3 5 23 9 -7 16 8 -10 -11 -12 -13 -14 -15 15 -17 -18 18 -20 -21 22 -23 -24 -25 25 26 -28 -29
leaf_value=0.00072729387599057343 0.00028241530160478059 0.0003677387120732375 0.00034057433241276562 0.00024118441262153723 0.00046533723267440277 0.00017267312866158722 0.00013763409894208595 0.00059213079704364187 0.00035836882495363006 0.00037510510823717409 0.00074695694795738111 0.00050824430410342618 0.00076929476507030801 0.00051137255371746647 0.00054142309791784839 0.00071474005116998617 -3.0847745172033167e-05 0.00040482435857148031 0.00061925234466204189 0.00061971972332843742 0.00055178282335368125 0.00042507449220287595 0.00040274550362814259 0.00038756678779939445 0.00048808616931317886 0.00060780585658814601 0.00069249834445531588 0.00050994387453115496
leaf_weight=120 79 98 58 56 64 55 58 180 64 52 73 86 53 77 66 58 54 53 153 933 54 52 82 60 56 52 54 53
leaf_count=120 79 98 58 56 64 55 58 180 64 52 73 86 53 77 66 58 54 53 153 933 54 52 82 60 56 52 54 53
internal_value=0 0.000567084 0.000255537 0.0004737 0.000606967 0.00036156 0.000149884 0.000501404 0.0005249 0.000522126 0.000626034 0.000619694 0.000626973 0.000438254 0.000546492 0.000622775 5.60873e-05 0.000620954 0.000564255 0.000632012 0.000520692 0.000554839 0.000462181 0.000317203 0.000549402 0.000574262 0.000604392 0.000558744
internal_weight=0 2572 381 770 1802 190 191 654 556 331 1471 1398 1312 135 492 124 112 1259 206 1053 368 232 136 116 279 215 159 105
internal_count=2953 2572 381 770 1802 190 191 654 556 331 1471 1398 1312 135 492 124 112 1259 206 1053 368 232 136 116 279 215 159 105
is_linear=0
shrinkage=0.0032998


Tree=9892
num_leaves=18
num_cat=0
split_feature=151 12 12 150 484 39 13 15 133 2 150 484 481 1212 48 4 13
split_gain=0.162606 0.090359 0.067397 0.0829517 0.117844 0.0792653 0.105351 0.0999785 0.0722744 0.0638546 0.0554 0.0479216 0.0446332 0.0331541 0.0407237 0.0333486 0.0321161
threshold=0.12207000000000001 -0.19698999999999997 0.090335000000000013 1.0000000180025095e-35 0.085560000000000011 0.098380000000000009 0.066620000000000026 0.098550000000000013 1.0000000180025095e-35 0.09056500000000002 0.10139000000000002 0.053970000000000011 -0.050449999999999995 0.095315000000000011 0.089535000000000017 0.053330000000000009 -0.014114999999999997
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 9 6 7 8 -3 -5 -11 12 -4 14 15 -14 -16
right_child=-2 2 11 4 -6 -7 -8 -9 -10 10 -12 -13 13 -15 16 -17 -18
leaf_value=-0.0030106850468480779 0.012241450334718941 0.0029102368078151902 -0.0019732430602283236 0.0026352157274622499 0.0075676641127298914 -0.0010418000138960192 0.010615295179600007 0.010342442783571928 0.0056037045121979621 -0.0063698040626793701 0.00047638765934844562 -0.0016915942951354738 0.0025092722577403372 0.0057931456825574606 0.0081712145935802262 -0.0002513500352297505 0.0025116330433329749
leaf_weight=69 55 795 61 102 65 74 78 72 442 67 66 87 556 90 57 158 59
leaf_count=69 55 795 61 102 65 74 78 72 442 67 66 87 556 90 57 158 59
internal_value=0 0.00299312 0.00314019 0.00378113 0.00122384 0.00430501 0.00459157 0.00423126 0.00387411 -0.000523192 -0.00295894 0.00208168 0.00241814 0.00271127 0.00237492 0.00189586 0.00530812
internal_weight=0 2898 2829 1761 300 1461 1387 1309 1237 235 133 1068 981 920 830 714 116
internal_count=2953 2898 2829 1761 300 1461 1387 1309 1237 235 133 1068 981 920 830 714 116
is_linear=0
shrinkage=0.16829


Tree=9893
num_leaves=28
num_cat=0
split_feature=4 3 3 123 0 43 2 3 0 11 0 12 2 2 159 4 0 483 4 2 2 3 0 4 43 158 156
split_gain=6.97762 2.65084 0.960718 0.561532 0.497532 0.403153 0.374745 0.270696 0.25057 0.22157 0.20517 0.371477 0.172867 0.153813 0.144625 0.171063 0.142202 0.125182 0.121245 0.11742 0.123545 0.104718 0.106969 0.147476 0.0992291 0.0736367 0.0730077
threshold=0.31392000000000003 -0.06656999999999999 0.30863500000000005 1.0000000180025095e-35 -0.076734999999999984 -0.082134999999999986 0.14132000000000003 -0.082634999999999986 -0.067434999999999981 1.0000000180025095e-35 -0.13619499999999998 -0.038859999999999992 0.095565000000000011 0.096540000000000015 0.084135000000000001 0.05309500000000001 -0.096849999999999978 -0.014874999999999998 0.0019650000000000002 0.13966500000000001 0.10773000000000001 -0.083154999999999993 -0.071749999999999994 -0.040394999999999993 -0.079714999999999994 0.08482000000000002 0.081990000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 12 8 10 -2 -6 21 18 -12 14 -5 15 16 -1 -18 -3 20 -9 -7 -23 -24 -14 -16 -13
right_child=7 2 -4 13 5 9 -8 19 -10 -11 11 26 24 -15 25 -17 17 -19 -20 -21 -22 22 23 -25 -26 -27 -28
leaf_value=0.001062530882185985 0.00046088566151427501 0.00057239612355071965 0.00022110823793450689 0.00060125887191581832 0.00080485868384495873 0.00069753280333592236 0.00047676478725836751 0.00020919735802715553 0.00052456080222663341 0.0010294120931005079 0.0010607277519927379 0.00072145539986400657 0.00090808054118020278 0.00038761266374490091 0.0010862895309235706 0.0007492578527307143 0.0010626045408470262 0.00090346614987599 0.00077371490070158883 0.00013865228521277697 0.00039477059849066134 0.00075331592662426197 0.001006590238349194 0.00079899751700249818 0.00071933351492598017 0.00093002494205660178 0.00085173064782312802
leaf_weight=78 90 77 54 82 62 68 55 83 82 65 56 169 55 69 91 67 60 930 60 75 76 88 76 79 76 59 71
leaf_count=78 90 77 54 82 62 68 55 83 82 65 56 169 55 69 91 67 60 930 60 75 76 88 76 79 76 59 71
internal_value=0 0.00082004 0.000644718 0.00068046 0.000882779 0.000794969 0.000735031 0.000306637 0.000645489 0.000852123 0.000767755 0.000817129 0.000915001 0.000503866 0.000926815 0.0009138 0.00092409 0.000913146 0.000660822 0.00024716 0.000298121 0.000814956 0.00084767 0.000901012 0.000798847 0.00102506 0.000760142
internal_weight=0 2629 693 639 1936 520 488 324 144 376 433 296 1416 151 1285 1135 1068 990 137 234 159 311 243 155 131 150 240
internal_count=2953 2629 693 639 1936 520 488 324 144 376 433 296 1416 151 1285 1135 1068 990 137 234 159 311 243 155 131 150 240
is_linear=0
shrinkage=0.0032998


Tree=9894
num_leaves=12
num_cat=0
split_feature=151 0 33 131 13 14 456 12 13 160 43
split_gain=0.108039 0.0754277 0.0562619 0.0520803 0.0598908 0.0755854 0.0589993 0.059845 0.045887 0.0405507 0.0592715
threshold=0.12207000000000001 0.15628500000000004 0.084300000000000014 0.091885000000000008 -0.39817499999999995 -0.38100999999999996 0.089305000000000009 0.090455000000000021 -0.00045499999999999995 -0.034419999999999992 -0.070414999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 -7 9 -5 -11
right_child=-2 -3 -4 8 5 6 -8 -9 -10 10 -12
leaf_value=-0.0016214004134634189 0.010619620271303356 -0.0027631766858279426 0.0086529794666405403 0.0028756499282210431 -0.0029948856569612225 0.0039496971204446485 -0.0011965341767771317 0.0021257801656537423 0.0006399940030698449 0.0045379008349872348 0.010684722556925822
leaf_weight=82 55 61 53 80 58 1450 85 794 54 95 86
leaf_count=82 55 61 53 80 58 1450 85 794 54 95 86
internal_value=0 0.00307619 0.00320238 0.00309797 0.00283636 0.00299025 0.00314007 0.00330514 0.00514282 0.00606756 0.00746842
internal_weight=0 2898 2837 2784 2469 2387 2329 2244 315 261 181
internal_count=2953 2898 2837 2784 2469 2387 2329 2244 315 261 181
is_linear=0
shrinkage=0.16829


Tree=9895
num_leaves=16
num_cat=0
split_feature=1213 1456 52 1 1 1204 475 0 4 14 49 1 42 3 0
split_gain=0.112353 0.0945307 0.0926048 0.133323 0.0863989 0.0748738 0.0566981 0.0677255 0.0644922 0.0547097 0.046506 0.0351284 0.0207989 0.0159653 0.0042852
threshold=-0.078524999999999984 -0.11497999999999998 0.084425000000000014 0.081720000000000015 0.15314500000000003 -0.077544999999999989 -0.085669999999999982 -0.085719999999999977 -0.5109999999999999 -0.13131999999999996 -0.15302999999999997 0.11790500000000002 0.087220000000000006 -0.085134999999999975 -0.084544999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 13 7 -7 -8 11 -11 -10 14 -3 -4
right_child=1 4 12 -5 -6 6 8 -9 9 10 -12 -13 -14 -15 -16
leaf_value=0.012984940642512799 -0.0037892499757816592 -0.0039234664641268728 0.00015297808160660834 0.0027927840275126944 -0.0040515934490774515 0.0008856770392876303 -0.0027369744567623307 0.008283304773187011 0.0092783853472460723 -0.002463759443366615 0.0025242766032497264 0.0032234941068512673 0.0052377611930264139 8.7907589131346907e-05 0.0023534778966009667
leaf_weight=84 74 53 52 65 59 54 66 103 55 54 2017 56 60 58 52
leaf_count=84 74 53 52 65 59 54 66 103 55 54 2017 56 60 58 52
internal_value=0 0.00213187 0.00550816 0.00855076 0.00230273 0.00245245 0.00264998 0.00575034 0.00243266 0.00258985 0.00239335 0.00623985 0.00273289 -0.00181125 0.0012705
internal_weight=0 2649 313 149 2575 2516 2405 157 2248 2182 2071 111 164 111 104
internal_count=2962 2649 313 149 2575 2516 2405 157 2248 2182 2071 111 164 111 104
is_linear=0
shrinkage=0.16829


Tree=9896
num_leaves=23
num_cat=0
split_feature=43 1 0 1213 4 13 4 42 13 0 151 13 13 39 159 0 48 0 52 42 13 43
split_gain=0.0787667 0.148626 0.118296 0.0991432 0.0709767 0.0751242 0.0934876 0.0954592 0.128049 0.0640099 0.0636306 0.066522 0.0598785 0.0574751 0.051304 0.0580727 0.0429823 0.054367 0.0315435 0.0503416 0.0268087 0.0228206
threshold=0.053305000000000012 0.11198000000000001 0.12583000000000003 -0.012604999999999998 0.008570000000000003 0.011265000000000002 0.070065000000000016 0.089015000000000025 -0.0073899999999999999 -0.21196999999999996 0.084725000000000009 -0.16140499999999997 -0.09547499999999999 0.088025000000000006 0.091625000000000026 -0.10462499999999998 0.014805 -0.074679999999999983 0.076585000000000014 -0.047584999999999995 -0.080784999999999982 0.25270000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 -2 10 6 7 8 -6 -8 11 -1 -5 14 15 -13 17 -11 21 -20 -16 -14
right_child=1 -3 -4 12 5 -7 9 -9 -10 16 -12 13 18 -15 20 -17 -18 -19 19 -21 -22 -23
leaf_value=-0.0036565793548811822 0.0085887947731846798 0.011947706917518128 -0.0053157062420420313 0.0056963102478137673 -0.011075915734008925 -0.0039168548368660504 0.0077688043335347109 0.0025849463904132875 0.0004351632365532173 0.0010917029340565914 0.0078014455512820432 -0.0014334532958677978 0.0046084954438687349 0.0075693460878444941 0.0024746427509590241 0.0022941911246301154 -0.0025442699501358602 0.0064550530262753453 0.0019290871621312788 -0.0051042713585989063 0.0074841531151387296 -8.3925397729369086e-05
leaf_weight=52 71 60 66 76 53 97 59 77 56 191 61 129 57 60 52 1364 55 75 55 60 77 59
leaf_count=52 71 60 66 76 53 97 59 77 56 191 61 129 57 60 52 1364 55 75 55 60 77 59
internal_value=0 0.00415698 0.00170812 0.0029156 0.00189745 0.00040621 0.00115026 -0.00193559 -0.00514548 0.00266544 0.00244725 0.00225786 0.00159771 0.00244178 0.002251 0.00197091 0.00172184 0.00261068 0.00024147 -0.00172487 0.00547874 0.00220635
internal_weight=0 438 2524 378 2458 663 566 186 109 380 1795 1734 307 1682 1622 1493 321 266 231 115 129 116
internal_count=2962 438 2524 378 2458 663 566 186 109 380 1795 1734 307 1682 1622 1493 321 266 231 115 129 116
is_linear=0
shrinkage=0.16829


Tree=9897
num_leaves=30
num_cat=0
split_feature=2 12 2 15 12 2 2 12 2 0 15 12 0 12 15 12 15 1456 133 0 13 0 12 15 133 15 133 47 13
split_gain=3.17571 1.53889 0.461814 0.295479 0.271692 0.265757 0.336626 0.248207 0.223947 0.21749 0.234654 0.205175 0.145521 0.130063 0.114168 0.0814489 0.086342 0.075035 0.0866854 0.074771 0.0626452 0.0485837 0.0529273 0.0824257 0.0459647 0.0440453 0.025916 0.0223979 0.0197977
threshold=0.12026500000000001 -1.0000000180025095e-35 0.25063000000000007 0.039965000000000007 0.090535000000000018 -1.0000000180025095e-35 0.096080000000000013 0.083785000000000012 -0.046074999999999991 -0.11167499999999998 -0.10646499999999999 0.11351500000000002 -0.17127999999999996 0.078120000000000009 0.089835000000000012 0.090285000000000018 0.095330000000000012 -0.087734999999999994 0.062925000000000009 -0.12368999999999998 -0.0073899999999999999 -0.082234999999999989 0.094115000000000018 0.095330000000000012 0.041800000000000011 0.084360000000000004 0.006510000000000001 0.077735000000000012 -0.043279999999999992
decision_type=2 2 2 2 2 2 2 2 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 20 8 -7 14 -1 10 27 13 -12 -11 -5 16 24 -15 -19 -8 -2 -17 26 -24 25 -9 -23 -3 -6
right_child=2 3 -4 7 28 6 19 15 -10 11 12 -13 -14 17 -16 21 -18 18 -20 -21 -22 22 23 -25 -26 -27 -28 -29 -30
leaf_value=0.000403691207930804 0.00018420914633909637 0.00056854880491633984 -4.0764676933353601e-06 0.00093667567529218815 0.00050605397882942866 0.00064987195903187225 0.00026437483670548962 0.00078697589702808948 0.00012476129467305024 0.0005232526749831876 0.00051355927672827898 0.00045517388371826947 0.00027559427669396802 0.00053777013719563769 0.00071908131032882676 0.00069838972238634757 0.00082286670970153756 0.00062797323755969868 0.00069838411124044603 0.00044005570823808126 0.00031130032632252063 0.00050743543117467689 0.00074573857784593085 0.00060380817695189861 0.00060332095901667734 0.00067845363247846747 0.00060351156305877597 0.00067083496284266772 0.00040842866265739154
leaf_weight=68 93 54 56 56 52 71 52 53 59 99 63 73 52 62 54 100 53 437 368 57 81 63 66 161 80 293 78 56 52
leaf_count=68 93 54 56 56 52 71 52 53 59 99 63 73 52 62 54 100 53 437 368 57 81 63 66 161 80 293 78 56 52
internal_value=0 0.000610485 0.000268689 0.00063955 0.000323761 0.000390633 0.000472456 0.000680534 0.000274387 0.00060525 0.000511374 0.000625546 0.000406264 0.000638384 0.000830177 0.000663114 0.000694113 0.00065149 0.000660205 0.000356568 0.000243575 0.000631312 0.000612989 0.000645229 0.000678011 0.000695179 0.000560834 0.000620942 0.00045758
internal_weight=0 2628 334 2321 278 307 180 1057 127 1264 225 1039 115 966 110 947 479 867 805 109 174 468 368 227 426 346 141 110 104
internal_count=2962 2628 334 2321 278 307 180 1057 127 1264 225 1039 115 966 110 947 479 867 805 109 174 468 368 227 426 346 141 110 104
is_linear=0
shrinkage=0.0032998


Tree=9898
num_leaves=18
num_cat=0
split_feature=1213 403 1456 9 13 13 2 47 15 160 16 1447 16 4 2 4 2
split_gain=0.0764139 0.0735434 0.0574128 0.0559015 0.0548262 0.101244 0.0776165 0.0524409 0.0528775 0.0493019 0.0473825 0.0455747 0.0482711 0.0303183 0.0302955 0.033936 0.0312444
threshold=-0.078524999999999984 -0.085994999999999988 -0.11497999999999998 -0.08577499999999999 0.032645000000000007 0.066620000000000026 0.11543500000000002 0.12794000000000003 0.11743500000000003 -0.012019999999999998 0.022165000000000004 -0.085644999999999985 -0.055004999999999991 -0.081244999999999998 0.087355000000000002 -0.083274999999999988 0.083815000000000014
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 7 -6 9 8 11 -7 -10 -5 -13 -11 15 -3 -17
right_child=2 14 3 4 5 6 -8 -9 10 13 -12 12 -14 -15 -16 16 -18
leaf_value=0.010023565209211344 -0.0027414035455960301 0.0052221902878731028 -0.0030611676886696196 0.0058418324281452917 -0.0049929825055329913 0.0077151976914557 -0.0031048994886344783 0.0076591129170934281 0.008902312804890445 0.0035758592509732645 0.0022976839071186229 0.0027553987731779184 0.0010276835847177191 -0.00069078029944901333 0.0059588712767306004 0.0030717259849369172 -0.0027051866036327432
leaf_weight=59 74 61 60 89 81 52 74 54 64 117 61 964 881 78 87 54 52
leaf_count=59 74 61 60 89 81 52 74 54 64 117 61 964 881 78 87 54 52
internal_value=0 0.00465547 0.00186998 0.00200319 0.00212473 0.000318153 0.00166394 0.00246758 0.00233055 0.00309994 0.00569363 0.00211226 0.00193138 0.00185999 0.00340148 0.00205843 0.00022082
internal_weight=0 313 2649 2575 2515 402 321 2113 2059 247 125 1934 1845 195 254 167 106
internal_count=2962 313 2649 2575 2515 402 321 2113 2059 247 125 1934 1845 195 254 167 106
is_linear=0
shrinkage=0.16829


Tree=9899
num_leaves=19
num_cat=0
split_feature=133 10 3 1428 13 16 3 0 0 0 2 1456 1453 3 13 0 0 403
split_gain=0.0657608 0.101686 0.0619919 0.0530472 0.0483781 0.103491 0.0912206 0.0685536 0.0636006 0.0534813 0.0758551 0.0649187 0.0669734 0.0499441 0.0337492 0.0283391 0.0256123 0.0141132
threshold=-0.10960499999999999 -0.089679999999999982 -0.089704999999999993 0.086350000000000024 0.032645000000000007 0.24100000000000002 -0.13117499999999996 0.019150000000000004 -0.073374999999999982 -0.15184499999999998 0.092155000000000015 -0.11497999999999998 -0.011369999999999998 -0.094334999999999988 -0.029809999999999996 -0.23215999999999995 -0.084784999999999985 0.056145000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 7 -3 8 13 10 -8 -11 -13 -6 16 -12 17 -4
right_child=1 3 14 -5 5 -7 9 -9 -10 11 15 12 -14 -15 -16 -17 -18 -19
leaf_value=0.0093314851102646937 -0.0045122424200753075 0.0076737709796616312 0.0014392011771422941 0.006137663665017239 0.0028422774014116173 -0.0060572819147118864 0.0086583426586160656 -0.0043584962772166237 0.0071187535204254825 -0.0037191975498315965 -0.0012187278842868232 0.006077071481825712 0.0013329503378421228 -0.00311821772217 0.0004452570616764245 0.0041503224318150799 0.0069108330561630888 0.0049402851424768983
leaf_weight=52 77 74 81 74 114 70 72 52 60 68 52 89 1682 61 99 59 69 57
leaf_count=52 77 74 81 74 114 70 72 52 60 68 52 89 1682 61 99 59 69 57
internal_value=0 0.00150597 0.0039428 0.00169006 0.00155516 -0.000251311 0.0018637 0.00115852 0.00238695 0.00165018 0.00439834 0.00137573 0.00157238 0.000754353 0.00302121 0.00161891 0.0042445 0.00289832
internal_weight=0 2604 358 2527 2453 357 2096 287 235 2022 183 1839 1771 175 306 111 207 138
internal_count=2962 2604 358 2527 2453 357 2096 287 235 2022 183 1839 1771 175 306 111 207 138
is_linear=0
shrinkage=0.16829


Tree=9900
num_leaves=24
num_cat=0
split_feature=4 3 3 43 14 4 3 43 43 4 51 3 4 3 43 4 43 3 159 3 133 133 3
split_gain=3.88627 1.35329 0.553431 0.587046 0.247338 0.233901 0.24156 0.228399 0.225902 0.205648 0.197592 0.210486 0.12657 0.134333 0.119553 0.235675 0.117703 0.107598 0.09305 0.0885429 0.0466008 0.0255586 0.023798
threshold=0.31392000000000003 -0.066229999999999997 0.28833000000000003 -0.035884999999999993 0.073890000000000011 -0.17568999999999999 0.10402500000000002 0.060690000000000008 -0.18906999999999999 -0.4950449999999999 0.046060000000000011 -0.027864999999999997 0.053330000000000009 -0.12711499999999995 0.0044550000000000006 -9.4999999999999992e-05 -1.0000000180025095e-35 -0.020049999999999995 0.079715000000000022 -0.084854999999999986 0.085475000000000009 -0.45791499999999996 0.13470000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 10 7 -5 14 8 -1 -10 11 -3 13 -11 15 -7 20 -18 -14 -9 -2 -21 -19
right_child=16 2 -4 5 -6 6 -8 19 9 12 -12 -13 18 -15 -16 -17 17 22 -20 21 -22 -23 -24
leaf_value=0.00062108959332835619 0.00021583021576607929 0.00070646488691191757 0.00028998294026716029 0.00085312702167724493 0.00095975696103150175 0.00060662695382162431 0.0004609176571640469 0.00055264939943770448 0.00097406861851004529 0.00064355156957263636 0.00033688255574835309 0.00046344939797057598 0.00065068189772660796 0.00080031966843029264 0.00061299321513338066 0.00087378118101387437 0.0005200127647153655 0.00039169616220175623 0.00080901043020098365 0.00076641593955737949 0.00034472996510208901 0.00067203087083508503 0.00029755643607911757
leaf_weight=95 81 64 57 94 76 62 54 59 64 65 62 103 134 1251 95 90 55 62 62 57 52 104 66
leaf_count=95 81 64 57 94 76 62 54 59 64 65 62 103 134 1251 95 90 55 62 62 57 52 104 66
internal_value=0 0.000729387 0.000602372 0.000630852 0.000773343 0.000708126 0.000662727 0.000765833 0.000779115 0.000788618 0.000497407 0.000556792 0.000780745 0.000792603 0.000706704 0.000765042 0.000342005 0.000396694 0.000700945 0.00066479 0.000266492 0.000705666 0.000343431
internal_weight=0 2648 681 624 1967 395 301 1891 1671 1576 229 167 1512 1316 247 152 316 183 196 220 133 161 128
internal_count=2964 2648 681 624 1967 395 301 1891 1671 1576 229 167 1512 1316 247 152 316 183 196 220 133 161 128
is_linear=0
shrinkage=0.0032998


Tree=9901
num_leaves=21
num_cat=0
split_feature=4 3 13 0 48 4 123 0 4 13 4 4 3 42 1452 42 42 123 0 13
split_gain=2.46342 0.933339 0.321839 0.284245 0.215647 0.195761 0.192519 0.169176 0.165239 0.223842 0.153353 0.209663 0.120662 0.0885128 0.0709023 0.0700397 0.0497519 0.0321125 0.0240489 0.00860049
threshold=0.31392000000000003 -0.049739999999999993 -0.00027999999999999998 -0.14920999999999998 0.091125000000000025 -0.020284999999999994 0.084495000000000015 0.12503500000000004 0.058025000000000007 -0.097709999999999977 -0.15615999999999999 -0.005814999999999999 0.088880000000000015 0.073240000000000013 0.084700000000000011 0.091465000000000005 0.094260000000000024 0.080635000000000012 -0.10998999999999999 -0.086439999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 5 -3 13 8 9 -5 -4 -12 -13 18 15 -11 19 -7 -2 -10
right_child=6 2 10 7 -6 17 -8 -9 16 14 11 12 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0008519888476792788 0.00033390260781999129 0.00031236869670980724 0.00067364753090313264 0.0008203790574745506 0.0002595023648864932 0.00057586553576956863 0.00016137252085637969 0.00043734346807900788 0.00052705055959746693 0.00064562604138994112 0.00034856327097003691 0.0006747260066613253 0.00047571744920210185 0.00044860595120530889 0.00051685655929018361 0.00059170597250486753 0.00044550575582443392 0.00046829105458985512 0.00024866719041308411 0.00058927267250190795
leaf_weight=61 95 68 87 71 85 79 94 54 53 1262 64 71 66 61 62 356 52 58 66 99
leaf_count=61 95 68 87 71 85 79 94 54 53 1262 64 71 66 61 62 356 52 58 66 99
internal_value=0 0.000595725 0.000478232 0.000628516 0.000400202 0.00045837 0.000287255 0.000621713 0.000626787 0.00063725 0.00055668 0.000505878 0.00057911 0.000340397 0.00062949 0.000633784 0.000536806 0.00053058 0.00029918 0.000567809
internal_weight=0 2648 578 2070 290 205 316 2009 1955 1751 288 201 137 222 1680 1618 204 137 161 152
internal_count=2964 2648 578 2070 290 205 316 2009 1955 1751 288 201 137 222 1680 1618 204 137 161 152
is_linear=0
shrinkage=0.0032998


Tree=9902
num_leaves=17
num_cat=0
split_feature=1 33 1 474 40 124 12 4 13 12 130 480 4 1453 1 4
split_gain=0.0783175 0.109876 0.0873783 0.0685179 0.0646415 0.0801372 0.0912209 0.0897942 0.0601046 0.07057 0.0540856 0.0518059 0.0526464 0.0672977 0.0520694 0.0260458
threshold=0.14996500000000004 0.084300000000000014 0.10455000000000002 0.096510000000000012 -0.08483499999999998 -0.082389999999999977 -1.0000000180025095e-35 0.028075000000000006 -0.097454999999999986 0.083725000000000008 -0.083579999999999988 -0.069294999999999982 -0.07879499999999999 -0.057839999999999996 0.09803000000000002 -0.029079999999999998
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 -7 -8 9 -1 -10 -12 14 -14 -13 -11
right_child=-2 -3 3 -5 5 6 7 -9 10 15 11 12 13 -15 -16 -17
leaf_value=0.010847416358129735 0.0089505875707701788 0.010113868567613822 -0.0041255832937265114 -0.0052454475072463147 0.0079250554740347093 -0.0039539589148169466 0.0058514592523330128 7.25177371824993e-05 0.0070440313796478159 0.0012954416142045557 0.0076931729009414073 0.00076154770328154759 -0.0028604979547813339 0.0032478744482242624 0.0063030695589282012 0.0062971234541317443
leaf_weight=56 56 54 58 52 54 83 124 199 77 66 53 652 53 1220 52 55
leaf_count=56 56 54 58 52 54 83 124 199 77 66 53 652 53 1220 52 55
internal_value=0 0.00258287 0.00243975 0.000571829 0.00115927 0.00182953 0.00101437 0.00229662 0.00290512 0.00589203 0.00265335 0.00248592 0.00234542 0.00299215 0.00117342 0.00358378
internal_weight=0 2908 2854 570 518 460 406 323 2284 177 2107 2030 1977 1273 704 121
internal_count=2964 2908 2854 570 518 460 406 323 2284 177 2107 2030 1977 1273 704 121
is_linear=0
shrinkage=0.16829


Tree=9903
num_leaves=19
num_cat=0
split_feature=123 9 1 4 4 455 1 0 16 43 12 4 1 16 13 1 4 42
split_gain=0.0651959 0.0726884 0.0753125 0.0622443 0.0737621 0.0511657 0.055479 0.109806 0.105097 0.122512 0.0894583 0.123103 0.0796608 0.0785935 0.0824867 0.0724968 0.068087 0.0394621
threshold=0.083430000000000018 1.0000000180025095e-35 0.13941500000000004 0.41696500000000003 -0.0053799999999999985 1.0000000180025095e-35 0.10398500000000001 -0.089594999999999994 -0.016079999999999994 -0.0025899999999999994 0.083945000000000006 -0.17568999999999999 0.11597500000000001 -1.0000000180025095e-35 -1.0000000180025095e-35 0.12257000000000003 -0.019794999999999997 0.091485000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 7 8 16 -10 11 -9 13 14 -8 -14 -1 -12
right_child=3 -3 -4 -5 -6 -7 12 10 9 -11 17 -13 15 -15 -16 -17 -18 -19
leaf_value=0.0073879032025731591 0.0011789833437432639 0.0070965552843342758 0.0074834788987378437 0.0034476966910423558 -0.0058646932791630805 0.0069514391431890997 -0.0037422474601089602 0.0029416411598615897 0.0044246797022948108 0.014938019090925249 0.0026625486015911326 -0.0057029021248729316 0.0065116302944836328 -0.0060025357466581535 0.0055553545443206608 -0.00049401654176679127 0.0020092013517720108 0.00061576491895305339
leaf_weight=84 87 94 78 82 81 62 55 85 81 52 1017 103 79 86 53 88 332 365
leaf_count=84 87 94 78 82 81 62 55 85 81 52 1017 103 79 86 53 88 332 365
internal_value=0 0.00248921 0.00232322 -0.000344657 -0.00220638 0.00216417 0.00204377 0.00237235 0.00442296 0.00854867 0.00165414 -0.00178491 0.000110095 -0.00220416 0.00080383 0.00280927 0.0030996 0.00212327
internal_weight=0 2714 2620 250 168 2542 2480 2119 549 133 1570 188 361 194 108 167 416 1382
internal_count=2964 2714 2620 250 168 2542 2480 2119 549 133 1570 188 361 194 108 167 416 1382
is_linear=0
shrinkage=0.16829


Tree=9904
num_leaves=23
num_cat=0
split_feature=1 3 4 39 2 2 4 49 2 13 3 39 51 151 1 2 131 12 13 1 3 13
split_gain=3.27822 0.593702 0.415964 0.36295 0.245955 0.201193 0.19944 0.17618 0.163927 0.14998 0.121403 0.117827 0.108918 0.119202 0.11866 0.10057 0.148349 0.0970693 0.0848834 0.0699828 0.0254869 0.00515071
threshold=0.10575500000000002 -0.049204999999999992 0.41939500000000002 0.0047850000000000011 0.13881000000000002 -1.0000000180025095e-35 0.082475000000000007 0.12141 0.10869000000000002 -0.09391999999999999 -0.11749 0.085285000000000014 0.11178000000000002 -0.086439999999999989 1.0000000180025095e-35 0.10656 0.090375000000000025 0.095450000000000021 -0.10667999999999998 0.088035000000000016 0.12745000000000004 -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
left_child=3 2 15 6 5 -3 7 9 -7 10 -1 -6 13 -11 -15 16 -2 21 -12 -5 -10 -8
right_child=1 4 -4 19 11 8 17 -9 20 12 18 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00082432979209298815 0.00070380241470672567 0.00015128847761269144 0.00018115498674426713 0.00048377745560710831 0.00019026094840584549 0.0004947797309054323 0.00056225311522287949 0.00042883389342374334 0.00023649725456180939 0.00048110174547917508 0.00053265563685480071 -1.9202728975335133e-05 0.00047357366638493186 0.00057979642761840698 0.00064018746184439158 0.00040577750316242152 0.00046093956828701163 0.00036578229523623253 0.00072383316066368484 0.00033555719745572262 0.00033298202313230261 0.000502528130487883
leaf_weight=54 52 92 54 72 66 54 53 72 76 99 53 52 89 1045 563 63 61 62 53 72 55 52
leaf_count=54 52 92 54 72 66 54 53 72 76 99 53 52 89 1045 563 63 61 62 53 72 55 52
internal_value=0 0.000302066 0.000435509 0.000571226 0.000224275 0.000278087 0.000581793 0.000590888 0.000340953 0.000596835 0.000694864 9.76564e-05 0.000588082 0.000594032 0.000600963 0.000513349 0.000573011 0.000471137 0.000628577 0.000409912 0.000277275 0.000533011
internal_weight=0 625 230 2339 395 277 2195 2028 185 1956 160 118 1796 1707 1608 176 113 167 106 144 131 105
internal_count=2964 625 230 2339 395 277 2195 2028 185 1956 160 118 1796 1707 1608 176 113 167 106 144 131 105
is_linear=0
shrinkage=0.0032998


Tree=9905
num_leaves=30
num_cat=0
split_feature=1 1 12 1 47 457 0 4 3 155 13 12 39 50 131 4 13 15 3 48 4 49 132 133 484 42 42 42 0
split_gain=6.26794 1.242 0.621708 0.479872 0.415903 0.289978 0.262015 0.24253 0.209953 0.157063 0.139738 0.164853 0.133852 0.132852 0.140605 0.12982 0.128693 0.12052 0.116678 0.160335 0.111805 0.1018 0.0993635 0.0761627 0.0697067 0.0529609 0.047474 0.0305707 0.0155986
threshold=0.10575500000000002 0.12381000000000002 0.088325000000000015 0.090650000000000022 0.11230000000000001 0.081330000000000013 0.064400000000000013 0.0033150000000000007 0.28833000000000003 0.085890000000000008 -0.0099999999999999985 0.083535000000000012 0.08955500000000001 0.08956500000000002 0.090280000000000013 -0.005814999999999999 -0.0079349999999999993 -0.072704999999999978 -0.018854999999999997 0.085040000000000018 0.094220000000000012 0.08512500000000002 -0.0036499999999999992 -0.032744999999999989 0.091085000000000013 0.10656000000000002 0.091265000000000013 0.087005000000000013 -0.089949999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 18 6 8 9 7 10 12 13 11 -1 -3 14 15 -5 17 28 -2 -20 -4 22 -12 -24 25 -13 -19 -15 -9
right_child=1 4 20 5 -6 -7 -8 16 -10 -11 21 24 -14 27 -16 -17 -18 26 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30
leaf_value=0.0010180006791905489 0.00028775056049558899 0.00037068706868324211 0.00078114254298612348 0.00045952350927782069 0.0004797862470444486 0.00047319046577977148 0.00060825781427811972 0.00078576334417339007 4.3728177207013121e-05 0.00088123721151772282 0.00086215800363186978 0.00083989488293972881 0.000168240640920314 0.00083414024204907895 0.00077001554029398249 0.00067264455643039971 0.00083574198982909454 0.00054856696513679384 0.00056676810348748772 0.00034886469522376316 0.0005850424508386272 0.00089631669161657236 0.00063255405239186202 0.00076113372858236262 0.00073966135988213849 0.00093299078302070087 0.00068303718949766046 0.00071740026276922975 0.00070497693647191559
leaf_weight=63 52 63 90 64 66 66 76 100 79 53 91 704 84 54 54 64 100 61 85 67 52 77 66 277 74 82 63 60 52
leaf_count=63 52 63 90 64 66 66 76 100 79 53 91 704 84 54 54 64 100 61 85 67 52 77 66 277 74 82 63 60 52
internal_value=0 0.00040772 0.000541556 0.000777494 0.000249012 0.000675361 0.000799949 0.000807979 0.000181462 0.000713493 0.000827728 0.000852401 0.000255243 0.000683338 0.000626978 0.000566359 0.000732564 0.000695053 0.000424425 0.00047095 0.000709579 0.000783094 0.000762925 0.000736495 0.000840229 0.000849652 0.000617171 0.000773007 0.000758358
internal_weight=0 638 346 2301 292 415 1886 1810 226 349 1434 923 147 296 182 128 376 276 204 152 142 511 434 343 860 786 124 114 152
internal_count=2939 638 346 2301 292 415 1886 1810 226 349 1434 923 147 296 182 128 376 276 204 152 142 511 434 343 860 786 124 114 152
is_linear=0
shrinkage=0.0032998


Tree=9906
num_leaves=23
num_cat=0
split_feature=2 12 3 3 49 49 30 2 2 12 12 13 3 43 12 483 49 48 42 43 128 43
split_gain=3.33135 1.07851 0.584181 0.554325 0.352571 0.379505 0.268028 0.244705 0.303681 0.225863 0.136698 0.129974 0.101633 0.13269 0.125375 0.0750278 0.07346 0.0694384 0.0570301 0.0862322 0.0329695 0.0202701
threshold=0.11504500000000002 -0.012249999999999999 0.10766000000000002 0.31316500000000008 0.059130000000000009 0.14255500000000002 0.087210000000000024 0.10100500000000003 -1.0000000180025095e-35 0.095295000000000019 0.093910000000000007 0.06211500000000001 -0.14539499999999997 0.018455000000000003 0.087255000000000013 0.005595000000000001 -0.015624999999999998 0.083540000000000017 0.097025000000000014 -0.013049999999999997 0.096705000000000013 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 6 10 4 9 -6 7 8 -1 16 11 12 -3 17 -15 18 -2 -14 20 -20 21 -12
right_child=3 2 -4 -5 5 -7 -8 -9 -10 -11 15 -13 13 14 -16 -17 -18 -19 19 -21 -22 -23
leaf_value=0.00048863976194547332 0.00040270110422247846 0.00089866888515510994 0.00047929108515066117 0.00015081982230423041 0.00074105920575942845 0.00038211650986207389 0.00030807522221704039 0.00038859280795630125 0.00079279464399749757 0.00051309503202752005 0.00071757390076603793 0.00064913696144307947 0.000792452855761907 0.00054230190129272591 0.00074850986563895739 0.00081468010431974981 0.00024764635672108959 0.00071935021029341322 0.00054609426548439034 0.00070995804979142457 0.0006368101276952395 0.00079295686668315378
leaf_weight=71 54 75 89 75 81 54 54 58 74 94 255 95 1066 52 92 69 93 177 65 84 53 59
leaf_count=71 54 75 89 75 81 54 54 58 74 94 255 95 1066 52 92 69 93 177 65 84 53 59
internal_value=0 0.000718982 0.000742336 0.000410545 0.000462258 0.000597743 0.00051611 0.000571276 0.000644107 0.000386217 0.000753249 0.000769677 0.000777485 0.000770907 0.000674291 0.000709467 0.000304845 0.000782072 0.00069533 0.00063871 0.000718221 0.00073185
internal_weight=0 2488 2231 451 376 135 257 203 145 241 2142 1557 1462 1387 144 585 147 1243 516 149 367 314
internal_count=2939 2488 2231 451 376 135 257 203 145 241 2142 1557 1462 1387 144 585 147 1243 516 149 367 314
is_linear=0
shrinkage=0.0032998


Tree=9907
num_leaves=27
num_cat=0
split_feature=1 52 2 3 2 3 0 0 1 401 13 48 0 43 16 13 40 52 49 1 151 0 2 51 155 52
split_gain=5.1145 1.21937 0.698287 0.855849 0.356033 0.31113 0.265698 0.184939 0.343896 0.337603 0.160474 0.15251 0.126848 0.130987 0.110055 0.0953966 0.0867587 0.0805794 0.0871097 0.0782008 0.0639642 0.0721661 0.0539064 0.044431 0.0430191 0.0248309
threshold=0.10442000000000001 -0.40011499999999994 1.0000000180025095e-35 -0.020759999999999997 0.17990500000000001 0.093925000000000022 -0.099704999999999974 -0.082404999999999992 0.096315000000000026 0.080265000000000017 -0.012224999999999998 0.084705000000000016 0.12583000000000003 -0.09361499999999999 -0.082469999999999974 0.066150000000000014 -0.037459999999999993 -0.17568999999999999 0.093290000000000012 0.11597500000000001 -0.081519999999999981 -0.14534499999999997 -0.032374999999999994 -0.011859999999999997 0.094400000000000026 0.042815000000000006
decision_type=2 2 2 2 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 19 10 7 -7 8 17 12 16 -12 13 15 -15 -9 -4 -1 20 -3 23 -22 -5 -19 -16 -20
right_child=1 2 4 22 -6 6 -8 9 -10 -11 11 -13 -14 14 24 -17 -18 18 25 -21 21 -23 -24 -25 -26 -27
leaf_value=0.00076187763997164664 0.00066044253514833582 0.00065654370051239613 0.00020992686622828819 7.5125840142676535e-05 -9.2352495907622759e-05 0.00028679943145712124 0.00059678557608694308 0.00077224004556043476 0.00037599399194337231 0.00039102498416984833 0.00016918152462346237 0.00038130696136613794 0.0004451483036356138 0.00047144831707152693 0.00059026824621675176 0.00060269652659134269 4.2842901936848186e-05 0.00065836114045626456 0.00049867429231664274 0.0004806017116946895 0.00075622228230354325 0.00065154060493275887 0.0002252910896844842 0.00053209231268100995 0.00068577067274214773 0.00059944066123264722
leaf_weight=66 77 53 52 53 64 64 58 81 54 101 96 61 60 85 504 71 99 55 54 63 85 715 53 82 63 70
leaf_count=66 77 53 52 53 64 64 58 81 54 101 96 61 60 85 504 71 99 55 54 63 85 715 53 82 63 70
internal_value=0 0.000269517 0.000218782 0.000365327 0.000131233 0.000597574 0.000434459 0.000606831 0.000634797 0.000572568 0.000177807 0.000251824 0.00059375 0.000604796 0.000584114 0.000693277 0.000100615 0.000647166 0.000639997 0.000561293 0.000651097 0.000662707 0.000150541 0.000583041 0.000600942 0.000555843
internal_weight=0 671 594 222 372 2268 122 2146 1181 965 308 157 864 804 652 152 151 1127 1061 116 937 800 106 137 567 124
internal_count=2939 671 594 222 372 2268 122 2146 1181 965 308 157 864 804 652 152 151 1127 1061 116 937 800 106 137 567 124
is_linear=0
shrinkage=0.0032998


Tree=9908
num_leaves=17
num_cat=0
split_feature=1375 4 41 43 15 4 34 13 16 15 43 151 49 16 4 13
split_gain=0.186711 0.138643 0.0704323 0.061872 0.100047 0.0757672 0.0614992 0.0636892 0.0625604 0.0615834 0.0902817 0.0601901 0.0604354 0.0561393 0.0205603 0.0139362
threshold=-0.14057999999999995 0.31392000000000003 0.083270000000000011 -0.055679999999999993 -0.19153499999999998 0.51395000000000002 -0.023104999999999997 -0.16392499999999996 -0.095564999999999983 -0.013084999999999998 0.034420000000000006 0.067425000000000013 0.083250000000000005 -0.49057499999999993 -0.010764999999999999 -0.0099999999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 13 5 -5 -2 14 9 15 -11 12 -10 -3 -8 -9
right_child=1 3 -4 4 -6 -7 7 8 11 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.0058138740000378874 0.00893352163159657 0.00063397879364355961 -0.00125379429139161 0.0076670094316932946 -0.0037412612301435844 -0.00023273994127402344 -0.0025867936628880843 0.0052491381962435912 0.0030261601918837198 0.013730539527802656 0.0049039826185085945 0.0088689279340093061 0.0055173734217022772 -0.0070121734656725301 0.0021425334448152786 0.0024050101459180194
leaf_weight=63 70 54 74 81 63 59 52 172 1539 61 73 61 339 54 52 72
leaf_count=63 70 54 74 81 63 59 52 172 1539 61 73 61 339 54 52 72
internal_value=0 0.00343736 0.00384424 7.5823e-05 0.00181283 0.004325 0.0039964 0.00385291 0.00403582 0.00602369 0.00893545 0.00364737 0.00347681 -0.00317246 -0.000204855 0.00441725
internal_weight=0 2876 2565 311 203 140 2491 2421 2317 378 134 1939 1878 108 104 244
internal_count=2939 2876 2565 311 203 140 2491 2421 2317 378 134 1939 1878 108 104 244
is_linear=0
shrinkage=0.16829


Tree=9909
num_leaves=22
num_cat=0
split_feature=4 3 39 4 3 12 0 12 401 4 12 0 3 12 2 150 15 4 1212 3 15
split_gain=5.15058 1.71148 1.33445 0.360856 0.434068 0.337259 0.318461 0.225472 0.196137 0.167869 0.25028 0.165355 0.182098 0.161757 0.150043 0.145159 0.116961 0.0804598 0.0698074 0.0462788 0.041518
threshold=0.31392000000000003 0.28833000000000003 0.0047850000000000011 -0.060239999999999995 0.095880000000000007 -0.038859999999999992 -0.082914999999999975 -0.082654999999999992 0.080265000000000017 -0.4950449999999999 0.083885000000000015 -0.14867499999999997 -0.11017499999999998 0.083610000000000004 0.11693000000000002 0.083935000000000023 -0.45775499999999997 0.0033150000000000007 -0.020729999999999995 -0.10067 0.084100000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 11 16 13 15 9 19 -11 -5 -13 -1 -7 -4 -2 -14 -15 -8 -20
right_child=5 -3 7 4 -6 14 8 -9 -10 10 -12 12 17 18 -16 -17 -18 -19 20 -21 -22
leaf_value=0.0011433948138423497 0.00034216686039250033 0.00030236171259157116 0.00073797006663805457 0.00098985517964435689 0.00055856212044981361 0.00057628871047339636 0.0010683187884753388 0.0004304548646222226 0.00070892827246596087 0.00064534399558473167 0.00088089833967003469 0.00063725385157761317 0.00085887148585738946 0.0010467770056272945 0.00037932422838214311 0.00051872666408059071 0.0001507248008382652 0.00079624624600777916 0.0010095062930236148 0.00092817065671987843 0.00090198111878956059
leaf_weight=58 80 67 97 73 66 84 57 68 83 56 485 55 626 71 88 52 63 385 57 60 208
leaf_count=58 80 67 97 73 66 84 57 68 83 56 485 55 626 71 88 52 63 385 57 60 208
internal_value=0 0.000823803 0.000837452 0.000860441 0.000820351 0.000377027 0.000902973 0.000589393 0.000862269 0.000881558 0.000856581 0.000835489 0.000824885 0.000979436 0.000475721 0.000661692 0.000258072 0.000835058 0.000951028 0.000996749 0.000925242
internal_weight=0 2624 2557 2340 1205 315 1135 217 741 658 541 1139 1066 394 172 149 143 1011 336 117 265
internal_count=2939 2624 2557 2340 1205 315 1135 217 741 658 541 1139 1066 394 172 149 143 1011 336 117 265
is_linear=0
shrinkage=0.0032998


Tree=9910
num_leaves=16
num_cat=0
split_feature=1 1210 40 403 39 52 16 13 48 1455 480 16 51 16 51
split_gain=0.168284 0.130461 0.121457 0.121021 0.109772 0.0623869 0.0671526 0.110803 0.0756742 0.0662627 0.0510774 0.0509517 0.042089 0.0218763 0.0213783
threshold=0.14195000000000002 -0.080804999999999974 1.0000000180025095e-35 -0.088579999999999978 0.0095750000000000019 -0.5320649999999999 0.19384500000000002 0.0014600000000000001 0.11978500000000002 0.10450500000000001 0.091220000000000009 0.51165500000000008 -0.020309999999999998 0.27192500000000003 -0.10925999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -2 12 8 11 9 10 -7 13 14 -8 -3
right_child=4 2 -4 -5 -6 6 7 -9 -10 -11 -12 -13 -14 -15 -16
leaf_value=-0.0077389646209145742 -0.0078087116799123463 0.0070445867798947853 -0.0034019213341581604 0.0030771248022043924 0.0025458885209408114 0.0035752820452177301 0.0031763389413807111 -0.0057433477075560513 0.0089567013304319796 -0.0020373883109451123 0.0076087425572362987 0.0067328349381853081 0.010655773369209157 -0.0015875854617046728 0.0026655095032050986
leaf_weight=57 65 71 69 60 52 1984 52 56 78 57 94 62 55 57 60
leaf_count=57 65 71 69 60 52 1984 52 56 78 57 94 62 55 57 60
internal_value=0 0.00331504 0.00355413 -0.0021769 -0.00319131 0.00373759 0.00350957 0.000743123 0.00379253 0.00360302 0.0037586 0.00287785 0.00671912 0.00066863 0.00505262
internal_weight=0 2812 2695 117 117 2626 2440 227 2213 2135 2078 171 186 109 131
internal_count=2929 2812 2695 117 117 2626 2440 227 2213 2135 2078 171 186 109 131
is_linear=0
shrinkage=0.16829


Tree=9911
num_leaves=20
num_cat=0
split_feature=1 3 4 12 2 1 13 4 15 1 474 2 14 0 1210 4 16 13 13
split_gain=6.06733 1.3523 0.472436 0.404913 0.401834 0.387504 0.312761 0.193791 0.141222 0.119182 0.114295 0.124289 0.12805 0.161387 0.110849 0.110094 0.099096 0.0941466 0.0371239
threshold=0.10557500000000002 -0.063264999999999988 0.41939500000000002 -0.032329999999999991 0.17553000000000005 0.093575000000000019 -0.00080499999999999983 0.082475000000000007 -0.10981499999999998 0.12313000000000002 0.10123000000000001 0.113445 0.073890000000000011 -0.10934999999999999 -0.059899999999999995 0.31392000000000003 0.31625000000000009 -0.037164999999999997 -0.36115499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 5 6 -1 9 10 -9 -3 11 12 13 -5 -15 -8 -2 -13 -11
right_child=1 4 -4 7 -6 -7 15 8 -10 18 -12 17 -14 14 -16 -17 -18 -19 -20
leaf_value=0.00078671211720493864 0.0006721921434214782 0.00039428129615580324 0.00038627310604168592 0.0006986904377380643 7.9632304330645454e-05 0.00044095462460242715 0.00060258362446482963 0.00084559188638756114 0.00063798057284176471 0.00017368276361999792 0.00096548471402983077 0.00082436232833628354 0.00097046464265507909 0.00074488980228394326 0.00084702601650257564 0.00040138806364357823 0.00083997839335022946 0.00062805381707610746 0.00028803315832054595
leaf_weight=88 91 93 53 98 58 60 67 58 101 57 74 53 78 132 1507 56 72 59 74
leaf_count=88 91 93 53 98 58 60 67 58 101 57 74 53 78 132 1507 56 72 59 74
internal_value=0 0.000447269 0.000658291 0.00081485 0.000334637 0.000646778 0.000377159 0.00082635 0.000713935 0.000303362 0.000835265 0.000830246 0.000836952 0.000830936 0.000838822 0.000511269 0.000746522 0.000721264 0.000238547
internal_weight=0 621 216 2308 405 148 347 2160 159 224 2001 1927 1815 1737 1639 123 163 112 131
internal_count=2929 621 216 2308 405 148 347 2160 159 224 2001 1927 1815 1737 1639 123 163 112 131
is_linear=0
shrinkage=0.0032998


Tree=9912
num_leaves=17
num_cat=0
split_feature=3 40 40 16 160 16 11 0 0 3 12 12 13 0 12 16
split_gain=3.46239 1.87669 0.911254 0.615728 0.332206 0.360265 0.204327 0.388297 0.328835 0.203391 0.180001 0.177163 0.176841 0.111896 0.0461899 0.044577
threshold=0.28833000000000003 -0.034699999999999988 1.0000000180025095e-35 -0.39761999999999992 0.083130000000000023 -0.16153499999999996 1.0000000180025095e-35 -0.10934999999999999 -0.15530999999999998 -0.12711499999999995 0.092605000000000007 0.088725000000000012 -1.0000000180025095e-35 -0.11167499999999998 0.089855000000000004 0.014185000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 12 5 -1 7 8 -5 -9 -8 -11 14 -2 -3 -7
right_child=13 2 -4 6 -6 15 10 9 -10 11 -12 -13 -14 -15 -16 -17
leaf_value=0.00016702896406467686 0.00019479217193803149 0.00069134095265861609 0.00031924881982578945 0.00067392550516269544 0.00059191728220640914 0.00051911118713960009 0.00095604148262831928 0.00054545487181548993 0.00035981217568568398 0.00076906526628106717 0.00073579679630594776 0.00070354697564954422 0.00043684542089751399 -3.4823358721787216e-06 0.00055365471178124299 0.00038482725474886975
leaf_weight=81 70 62 68 97 78 60 76 66 59 862 92 993 101 55 54 55
leaf_count=81 70 62 68 97 78 60 76 66 59 862 92 993 101 55 54 55
internal_value=0 0.000668903 0.000697016 0.000707436 0.000409185 0.000336286 0.000723706 0.000714635 0.000555352 0.000727552 0.000835641 0.000734012 0.000538951 0.00010727 0.000627549 0.000455195
internal_weight=0 2804 2530 2462 274 196 2245 2077 156 1921 168 1855 217 125 116 115
internal_count=2929 2804 2530 2462 274 196 2245 2077 156 1921 168 1855 217 125 116 115
is_linear=0
shrinkage=0.0032998


Tree=9913
num_leaves=19
num_cat=0
split_feature=4 13 2 43 2 42 13 4 151 4 133 49 147 1212 151 42 2 4
split_gain=0.13157 0.0872266 0.11609 0.111456 0.0997788 0.0799057 0.0762843 0.0643568 0.0545511 0.104437 0.0726807 0.0521916 0.0431609 0.0481027 0.0251722 0.0088743 0.0075811 0.00514725
threshold=0.62720500000000012 -0.089024999999999979 -0.0098549999999999974 0.12394500000000001 0.097005000000000022 0.087665000000000007 -0.0097099999999999981 -0.0029949999999999998 -0.092954999999999982 0.10910000000000002 0.086150000000000018 -0.093809999999999991 0.08486500000000001 0.08815000000000002 -0.0032449999999999996 0.08511500000000001 0.10709500000000001 0.10055500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 5 7 -3 -1 10 11 -4 -10 13 -13 -6 16 -11 -16
right_child=-2 2 8 -5 14 -7 -8 -9 9 15 -12 12 -14 -15 17 -17 -18 -19
leaf_value=0.0024450581301147223 -0.0047950726255976397 0.0044334252088390176 0.010922399466361449 0.0080831755894448711 0.00045766768605477314 -0.0012763677306079026 -0.0037640148602677333 0.0094880972464144384 0.0091766347340828131 -0.00037558489926333403 0.0028527918781358318 0.0048733398023499234 -1.1904285965257357e-05 0.0019410599624829742 -0.0051304976574280759 -0.0013029698990923795 0.0021120546261752574 -0.0027492338544870183
leaf_weight=103 52 52 81 66 52 89 84 58 69 52 53 1618 59 178 58 52 98 55
leaf_count=103 52 52 81 66 52 89 84 58 69 52 53 1618 59 178 58 52 98 55
internal_value=0 0.00373149 0.00414717 0.0016571 0.000630794 0.00275422 -0.000616489 0.00499346 0.00443463 0.00422519 0.0077441 0.00460751 0.00443659 0.00458372 -0.00257562 0.000574769 0.0012377 -0.00398737
internal_weight=0 2877 2396 481 415 250 136 161 2260 2126 134 1924 1855 1796 165 202 150 113
internal_count=2929 2877 2396 481 415 250 136 161 2260 2126 134 1924 1855 1796 165 202 150 113
is_linear=0
shrinkage=0.16829


Tree=9914
num_leaves=25
num_cat=0
split_feature=1 3 15 2 39 2 2 15 1446 41 0 1 0 0 0 13 403 131 3 156 1 1446 0 0
split_gain=5.79131 1.52605 0.713893 0.516438 0.477521 0.310966 0.284631 0.272846 0.173454 0.16201 0.156175 0.377462 0.191089 0.14978 0.235382 0.179801 0.142587 0.131683 0.0936531 0.0838719 0.0767194 0.0897354 0.101334 0.0681393
threshold=0.10342000000000001 -0.063264999999999988 -0.21242999999999998 0.17553000000000005 0.055555000000000007 0.094985000000000014 0.10393500000000001 0.015700000000000002 0.037915000000000011 0.078705000000000011 -0.10934999999999999 0.085410000000000014 -0.14104999999999998 -0.14680499999999999 -0.069414999999999991 -0.080784999999999982 -0.53317999999999988 0.090175000000000019 0.084670000000000009 0.088735000000000022 0.081540000000000015 0.094620000000000024 -0.08645499999999999 -0.20489499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 7 8 -6 17 13 9 10 11 12 -1 23 15 -15 -12 -4 19 -18 21 22 -10 -3
right_child=1 3 6 -5 5 -7 -8 -9 20 -11 16 -13 -14 14 -16 -17 18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.0009522075491337793 0.00030297660957754517 0.00030959893619702579 0.00096607732865503925 2.9766549146474386e-05 0.00076934744916258124 0.00042790833681325004 0.00058387725468323588 0.00057824791824227448 0.00079826181004958316 0.00061964923983992852 0.00065161582791929467 0.00053954093183087226 0.00068098261582917119 0.00036242145109491563 0.00024934472811509754 0.00061856587871715499 0.00081074864504693863 0.00073684638638690596 0.00094010258233970766 0.00071438377163032731 0.00099419502368063494 0.00074064011185713313 0.00099093851661961191 0.00014281466603797421
leaf_weight=63 52 55 54 58 53 66 77 56 60 64 68 88 54 71 90 53 1379 60 60 113 54 61 66 54
leaf_count=63 52 55 54 58 53 66 77 56 60 64 68 88 54 71 90 53 1379 60 60 113 54 61 66 54
internal_value=0 0.000437132 0.000646905 0.000320404 0.000784794 0.000580274 0.000740356 0.000364789 0.000796204 0.000785394 0.000791187 0.000703962 0.000827328 0.000327671 0.000378633 0.000472187 0.000802203 0.000845739 0.000808779 0.000803474 0.000880784 0.000847846 0.000899467 0.000227295
internal_weight=0 680 243 437 2249 119 191 379 2130 1889 1825 205 117 323 214 124 1620 114 1552 1492 241 187 126 109
internal_count=2929 680 243 437 2249 119 191 379 2130 1889 1825 205 117 323 214 124 1620 114 1552 1492 241 187 126 109
is_linear=0
shrinkage=0.0032998


Tree=9915
num_leaves=36
num_cat=0
split_feature=4 3 3 43 4 3 3 43 49 4 16 14 43 43 133 3 39 481 4 39 133 4 4 16 49 133 3 4 4 4 3 43 16 43 3
split_gain=6.33 1.11208 0.539869 0.468247 0.296193 0.275005 0.327209 0.27181 0.211738 0.278147 0.200694 0.199127 0.211591 0.237778 0.265321 0.158459 0.157785 0.138138 0.122077 0.267306 0.116613 0.100549 0.0998844 0.201325 0.0818287 0.0729739 0.0654373 0.0879955 0.0648146 0.0600151 0.0532222 0.0465985 0.0220302 0.0185191 0.0153191
threshold=0.31392000000000003 -0.066229999999999997 0.31351000000000001 -0.035884999999999993 -0.047714999999999987 0.14029000000000003 0.085880000000000012 -0.23287499999999997 -0.073139999999999983 -0.50139499999999992 -0.074029999999999999 0.076450000000000004 0.071345000000000006 -0.080684999999999993 0.0089800000000000019 0.10402500000000002 0.098100000000000007 -0.074254999999999988 -0.045759999999999988 0.087080000000000005 -0.45791499999999996 0.50609000000000004 0.054720000000000012 -0.13800499999999996 -0.014479999999999998 0.089625000000000024 -0.079634999999999997 -0.0090849999999999976 -0.082199999999999981 0.24099500000000004 -0.095259999999999997 -0.088164999999999979 -0.17773999999999998 -0.081584999999999977 -0.076289999999999983
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 11 6 16 -3 -5 -10 32 12 13 14 -1 -12 21 -15 -9 -20 -14 -2 24 29 31 26 27 -26 -19 -24 -16 -6 -11 -27 -28
right_child=5 2 -4 8 22 -7 -8 18 9 10 15 -13 20 17 30 -17 -18 28 19 -21 -22 -23 23 -25 25 33 34 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.00063080807072515258 0.00024815384507505652 0.00078354789962110721 0.00034389076094598397 0.00094698526628330532 0.0007879013521548099 0.00011518937581621602 0.00057729822768429672 0.00064414287901443709 0.00095579321278215933 0.00085383492002534013 0.00068550750432818395 0.0010510255865055352 0.00082151715312599649 0.0010349900420068166 0.00092520701954939037 0.00046496212780925377 0.00013088325527108052 0.00092180478708074045 0.00059294054659211036 0.00028478917427549798 0.00059832320652619957 0.00042831521972896519 0.00088321005386865188 0.00059621055291869804 0.00080408506378856998 0.00078221757574522654 0.00071295862586516175 0.00091361921244530002 0.00084928504195578723 0.00072671697494413061 0.00078944622354051495 0.00064529098059318973 0.00075202371999649991 0.00068488886762340414 0.00080298035381722987
leaf_weight=89 67 55 52 60 52 75 52 58 52 53 121 58 52 74 76 52 55 257 71 55 54 71 58 92 176 54 52 164 338 58 64 58 62 53 57
leaf_count=89 67 55 52 60 52 75 52 58 52 53 121 58 52 74 76 52 55 257 71 55 54 71 58 92 176 54 52 164 338 58 64 58 62 53 57
internal_value=0 0.000782475 0.000668561 0.000694927 0.000823115 0.000290734 0.000344328 0.000578759 0.000764249 0.000731898 0.00069135 0.000860455 0.000849411 0.000866047 0.000773156 0.00061942 0.000281377 0.000897791 0.000517353 0.00045871 0.000708147 0.000341101 0.000777703 0.000712969 0.000797867 0.000814589 0.000833635 0.000857023 0.000880668 0.000805267 0.000863397 0.000713027 0.000799252 0.000734337 0.000760357
internal_weight=0 2627 691 639 1936 320 245 239 400 340 288 1062 1004 898 229 173 193 669 184 126 106 138 874 208 666 556 449 340 595 116 140 110 115 107 109
internal_count=2947 2627 691 639 1936 320 245 239 400 340 288 1062 1004 898 229 173 193 669 184 126 106 138 874 208 666 556 449 340 595 116 140 110 115 107 109
is_linear=0
shrinkage=0.0032998


Tree=9916
num_leaves=22
num_cat=0
split_feature=4 4 15 0 3 4 4 48 4 1201 13 1204 1429 1429 12 43 16 43 52 16 3
split_gain=0.20993 0.0743867 0.118735 0.0719133 0.0718727 0.0762625 0.169113 0.158982 0.1018 0.0457067 0.0448953 0.0435051 0.0500612 0.117823 0.0352169 0.0884146 0.0458524 0.0315595 0.0312826 0.0309644 0.0266001
threshold=0.31392000000000003 0.5567700000000001 -0.43091499999999999 -0.23043999999999995 -0.036264999999999992 -0.15615999999999999 -0.019465 0.087730000000000016 0.00023500000000000005 -0.05350499999999999 -0.077504999999999977 -0.0034549999999999993 0.084895000000000012 0.089900000000000022 0.083785000000000012 -0.011814999999999997 -0.27637999999999996 -0.00080499999999999983 0.085380000000000025 -0.5152199999999999 0.10402500000000002
decision_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 9 20 -7 8 -8 -5 -9 18 14 -14 15 -13 -16 -10 -11 -4 -6
right_child=1 -3 19 4 5 6 7 10 17 11 -12 12 13 -15 16 -17 -18 -19 -20 -21 -22
leaf_value=0.010399413203783639 0.0066143743508667707 -0.0044493461583700426 0.0006532266391165492 8.8829132034474743e-05 0.0080948190828595123 -0.0061447198648333602 0.011710308204264303 0.0015268236495322484 0.0061375952991877866 0.005459493629180627 -0.0054469955322561242 0.0091484425611277082 0.013799524409061121 0.0034976247943128425 0.0081901350114158729 0.00095760916277863508 0.0042360614342385038 0.00029204315870489772 0.011341058248367966 -0.004205733526352614 0.0032562273310722625
leaf_weight=62 86 76 99 53 79 68 64 52 52 52 52 137 58 70 89 52 1522 54 54 59 57
leaf_count=62 86 76 99 53 79 68 64 52 52 52 52 137 58 70 89 52 1522 54 54 59 57
internal_value=0 0.000141939 0.00157937 0.00471316 0.00457502 0.0027054 0.00135816 0.00322675 0.00639987 0.00500237 -0.00194281 0.00512951 0.00494478 0.00817971 0.00471374 0.00690439 0.00445562 0.00317662 0.00847271 -0.00114982 0.00608009
internal_weight=0 320 244 2627 2565 478 342 274 170 2087 104 2034 1928 128 1800 189 1611 106 106 158 136
internal_count=2947 320 244 2627 2565 478 342 274 170 2087 104 2034 1928 128 1800 189 1611 106 106 158 136
is_linear=0
shrinkage=0.16829


Tree=9917
num_leaves=18
num_cat=0
split_feature=39 1348 0 16 483 12 12 1429 1429 160 1447 483 159 1447 1447 16 0
split_gain=0.114812 0.0625755 0.0919063 0.0638181 0.0879824 0.0566051 0.0523121 0.040883 0.0762394 0.119684 0.0555899 0.0776062 0.0545108 0.0497285 0.0455003 0.0351574 0.0180474
threshold=0.11419500000000002 0.084490000000000023 -0.23395499999999997 -0.10750499999999999 0.0015150000000000003 -0.083219999999999988 0.10700500000000002 0.080400000000000013 0.087885000000000019 -0.081594999999999987 -0.0093799999999999977 -0.069964999999999986 -0.41538999999999998 -0.085804999999999979 -0.082844999999999988 -0.20132999999999998 -0.066734999999999975
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -4 15 10 9 -9 13 -12 -13 -5 -15 -7 -10
right_child=-2 -3 3 7 -6 6 -8 8 16 -11 11 12 -14 14 -16 -17 -18
leaf_value=0.010511645533268488 -0.0028071538913050499 -0.0013411324566796508 -0.00084138548853380721 0.0027230990708166183 -0.0028804460270255151 0.0063179156872983956 -0.0006877100311316152 0.004238874685063696 0.00052747957108144003 0.014074948121437709 -0.0015603426905962409 0.0078031915658648473 0.0035284693860824683 0.012391575931432768 0.0057208318453614692 0.0025586033322448965 0.004920140246428761
leaf_weight=57 79 68 88 63 87 178 58 79 55 64 81 90 1606 52 69 120 53
leaf_count=57 79 68 88 63 87 178 58 79 55 64 81 90 1606 52 69 120 53
internal_value=0 0.0036836 0.00380627 0.00366628 0.00200283 0.00296373 0.00390937 0.00406478 0.00609895 0.0086536 0.0038035 0.00351301 0.00375637 0.00659917 0.00860245 0.00481013 0.00269977
internal_weight=0 2868 2800 2743 531 444 356 2212 251 143 1961 1777 1696 184 121 298 108
internal_count=2947 2868 2800 2743 531 444 356 2212 251 143 1961 1777 1696 184 121 298 108
is_linear=0
shrinkage=0.16829


Tree=9918
num_leaves=29
num_cat=0
split_feature=1 1 1 12 12 12 13 12 39 13 39 41 1 0 13 157 483 12 48 475 15 1209 0 1212 15 15 13 15
split_gain=6.20823 0.958323 0.546009 0.563322 0.44324 0.439942 0.371765 0.210663 0.205085 0.204912 0.280185 0.188986 0.134344 0.132706 0.115796 0.111626 0.0992149 0.0955847 0.0895219 0.0817159 0.0706556 0.0701903 0.047319 0.0433724 0.0430597 0.0406888 0.0266138 0.0248753
threshold=0.10910500000000002 0.12448500000000001 0.090195000000000011 0.086385000000000003 0.088365000000000013 0.088745000000000004 -0.00027999999999999998 0.11878500000000002 0.09086000000000001 -0.052719999999999996 0.087735000000000021 0.076195000000000013 0.13546500000000003 -0.099704999999999974 -0.0073349999999999986 -0.084589999999999985 0.057345000000000007 0.098785000000000012 0.093225000000000016 -0.081219999999999987 -0.0078249999999999986 0.090230000000000019 -0.092134999999999981 0.058905000000000006 -0.14733499999999997 0.091060000000000016 -0.068484999999999976 -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 2 2
left_child=2 4 5 6 14 8 -4 16 11 12 -11 15 -3 -8 -2 27 18 -6 21 -17 -5 23 -14 -7 -21 -22 -27 -1
right_child=1 9 3 20 17 7 13 -9 -10 10 -12 -13 22 -15 -16 19 -18 -19 -20 24 25 -23 -24 -25 -26 26 -28 -29
leaf_value=0.0007217357382398791 0.00033190132481784212 0.00014066861090476844 0.00022175360483804316 0.00052866363500250453 0.00063017846854124065 0.00061304277979076544 0.00040130853022616209 0.00039013022596424897 0.0004734556606482251 0.00033462248133018645 1.5477285338714778e-05 0.00085360755708734179 1.0100287106807043e-05 0.00061836214309540652 0.00015221566237471357 0.00057022315814959739 0.00046800054203459954 0.00042655451117473898 0.00047308186227992393 0.00076926679874674735 0.00070428464437986707 0.00049958358956641625 -0.00012749851904938068 0.00070093787173772519 0.00066605969443330588 0.00064619850686130798 0.00054130170123248245 0.00083155587447951342
leaf_weight=55 88 55 91 94 52 467 70 64 53 65 56 70 53 57 72 100 69 52 56 52 76 56 55 78 714 72 52 53
leaf_count=55 88 55 91 94 52 467 70 64 53 65 56 70 53 57 72 100 69 52 56 52 76 56 55 78 714 72 52 53
internal_value=0 0.000217528 0.000606911 0.000510983 0.000360692 0.00063292 0.000383432 0.000573253 0.000675858 8.43215e-05 0.00018721 0.000686099 7.72804e-06 0.000499004 0.000251263 0.000674024 0.000589348 0.000528705 0.000602038 0.000661272 0.000605441 0.000613995 -5.9647e-05 0.000625687 0.000673112 0.00064135 0.000602494 0.000775955
internal_weight=0 548 2399 512 264 1887 218 790 1097 284 121 1044 163 127 160 974 726 104 657 866 294 601 108 545 766 200 124 108
internal_count=2947 548 2399 512 264 1887 218 790 1097 284 121 1044 163 127 160 974 726 104 657 866 294 601 108 545 766 200 124 108
is_linear=0
shrinkage=0.0032998


Tree=9919
num_leaves=33
num_cat=0
split_feature=1 52 1 2 1 49 2 2 41 15 2 131 15 15 49 160 484 15 52 157 157 15 15 2 52 2 2 15 15 2 15 400
split_gain=7.84052 1.7058 0.899423 0.788308 0.742028 0.592972 0.496162 0.440692 0.331638 0.233455 0.286016 0.176597 0.138893 0.120803 0.17222 0.119984 0.115194 0.108533 0.274556 0.105806 0.210759 0.0842102 0.0780191 0.0725261 0.0941512 0.0712846 0.0669253 0.0594763 0.0407473 0.0183342 0.0138028 0.0118405
threshold=0.10442000000000001 -0.41694999999999993 0.12448500000000001 0.10043500000000001 0.090195000000000011 -0.014479999999999998 -1.0000000180025095e-35 0.098500000000000018 0.078150000000000011 -0.26361999999999991 0.14253500000000002 0.089785000000000018 -0.43091499999999999 1.0000000180025095e-35 0.083785000000000012 0.0065900000000000012 -0.077959999999999988 0.091600000000000015 -0.092084999999999986 -0.084874999999999992 -0.077654999999999988 0.087750000000000009 -0.074124999999999983 0.088615000000000013 -0.072664999999999993 0.11218000000000002 0.12026500000000001 0.095760000000000012 -0.047249999999999993 0.08400500000000001 -0.091229999999999992 -0.075319999999999984
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 6 7 -6 -3 8 13 12 -11 17 -4 14 19 22 -15 18 -7 -1 -21 31 -9 30 -25 -5 -27 28 -24 -23 -16 -18
right_child=1 2 9 25 5 11 -8 15 -10 10 -12 -13 -14 16 23 -17 21 -19 -20 20 -22 29 27 24 -26 26 -28 -29 -30 -31 -32 -33
leaf_value=0.00095907288068558505 0.00095847902123081185 0.00048093583842216935 0.00025504403494817462 0.00028810381589111579 0.00049598909725761945 0.00089931175825942646 0.00090236974630222822 0.00084312759873005994 0.0011315270354357485 0.00050138486073544506 0.00019210692783748259 0.00095096304320418414 4.4644799297254843e-05 0.001076923184843928 0.001051460577070997 0.00090243996577776668 0.0010153262254526743 0.00085671435273083733 0.00059968266895836519 0.00062324933125269941 0.00084432380906181192 0.00083763928373082946 0.00072962306557599027 0.00099092564953430192 0.00081997824551364746 0.00050672266961070849 0.00036129414396524615 0.00079124785918919876 0.0006012499018448116 0.00090171278295049593 0.00096514542757516466 0.00095113190866416726
leaf_weight=64 67 53 87 55 89 52 73 84 76 74 59 70 57 61 52 82 58 83 97 57 309 84 65 63 91 68 76 81 55 266 69 270
leaf_count=64 67 53 87 55 89 52 73 84 76 74 59 70 57 61 52 82 58 83 97 57 309 84 65 63 91 68 76 81 55 266 69 270
internal_value=0 0.000458639 0.00040295 0.000520815 0.000865081 0.000733739 0.00072538 0.000892277 0.000917199 0.000264535 0.000364451 0.000803688 0.000172006 0.000905894 0.000874228 0.000788962 0.000936056 0.0007591 0.000704488 0.000832261 0.00080999 0.00092333 0.000756189 0.00093972 0.00089014 0.000391114 0.000430213 0.000719681 0.000671079 0.000886436 0.00100253 0.000962591
internal_weight=0 669 602 325 2278 391 126 1887 1520 277 133 302 144 1444 705 367 739 232 149 430 366 678 285 275 154 199 144 201 120 350 121 328
internal_count=2947 669 602 325 2278 391 126 1887 1520 277 133 302 144 1444 705 367 739 232 149 430 366 678 285 275 154 199 144 201 120 350 121 328
is_linear=0
shrinkage=0.0032998


Tree=9920
num_leaves=27
num_cat=0
split_feature=1 12 1 40 15 1 14 12 11 3 12 3 16 13 3 12 1 1 15 15 43 16 12 12 133 16
split_gain=11.8816 2.92229 1.28637 0.810578 0.720661 0.531764 0.326597 0.312661 0.371339 0.73358 0.275984 0.210739 0.203325 0.183844 0.248285 0.138306 0.129401 0.0968675 0.0890714 0.159612 0.0607238 0.0603394 0.0560273 0.0346561 0.0297865 0.0377072
threshold=0.10442000000000001 0.085075000000000026 0.13130500000000003 -0.034699999999999988 -0.26361999999999991 0.084815000000000015 -0.42227999999999993 0.093125000000000013 1.0000000180025095e-35 -0.11749 0.10595000000000002 0.093925000000000022 -0.44388499999999992 -0.27740999999999993 0.090170000000000014 0.11819000000000002 0.11378500000000001 0.092395000000000019 -1.0000000180025095e-35 -0.063834999999999989 -0.081454999999999986 0.041025000000000006 0.088535000000000016 0.099680000000000005 -0.026119999999999994 -0.079144999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 10 5 6 -1 -2 8 9 -5 16 17 -8 -6 20 18 -3 22 19 23 -15 24 -11 -9 -20 -26
right_child=1 2 -4 7 13 -7 12 15 -10 11 -12 -13 -14 14 -16 -17 -18 -19 21 -21 -22 -23 -24 -25 25 -27
leaf_value=0.00085095271240232537 0.00028295964631567828 0.001009158518353597 0.0002580748314213633 0.00058821765042855686 0.00020634286519798353 0.0004187327034170303 9.1733926433422528e-05 0.00081463556122934096 0.001140462313114998 0.00096578895689529291 0.00061926282731164051 0.00078103292206678715 -0.00017908406722977072 0.00037422793784979932 0.0005427128000500504 0.00070417718097377368 0.00079438051702442069 0.00081612137996728425 0.00099833805955694323 0.0006631032488561661 0.00021303976700189328 0.00081389060458713052 0.00091491398334101598 0.00091415370808661551 0.00083483032764258976 0.00093780768817039732
leaf_weight=61 54 67 58 71 77 64 70 96 87 887 52 95 53 53 77 73 61 65 53 62 52 81 371 82 69 127
leaf_count=61 54 67 58 71 77 64 70 96 87 887 52 95 53 53 77 73 61 65 53 62 52 81 371 82 69 127
internal_value=0 0.000392169 0.00068633 0.00088941 0.000231514 0.000629938 6.89816e-05 0.000904011 0.000929247 0.000916883 0.000824128 0.000933314 -2.46736e-05 0.000342452 0.000399843 0.000842102 0.000907079 0.000944222 0.000859704 0.000809785 0.000294737 0.000895902 0.000950813 0.000860679 0.000922439 0.000901735
internal_weight=0 674 238 2344 436 125 177 2219 1576 1489 180 1418 123 259 182 643 128 1323 570 240 105 330 1258 178 249 196
internal_count=3018 674 238 2344 436 125 177 2219 1576 1489 180 1418 123 259 182 643 128 1323 570 240 105 330 1258 178 249 196
is_linear=0
shrinkage=0.0032998


Tree=9921
num_leaves=24
num_cat=0
split_feature=1 3 4 12 1 3 3 12 4 12 1 11 16 160 4 4 1 160 3 3 1 12 3
split_gain=12.7655 2.5235 0.832219 0.693708 0.701885 0.516246 0.585031 0.393937 0.298471 0.226631 0.244231 0.202951 0.202442 0.14505 0.136062 0.13591 0.133788 0.0921711 0.0742283 0.0619435 0.0569219 0.0484993 0.0453723
threshold=0.10442000000000001 -0.057749999999999989 0.41939500000000002 -0.032329999999999991 0.092845000000000025 0.3148450000000001 0.085880000000000012 0.11878500000000002 0.23355000000000001 0.088535000000000016 0.089075000000000015 1.0000000180025095e-35 0.041025000000000006 0.0050800000000000003 0.27420500000000009 0.028075000000000006 0.11617500000000001 -0.043349999999999993 -0.11372999999999998 -0.095009999999999983 0.13486500000000004 0.089210000000000025 -0.078129999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 16 4 -1 6 14 8 9 10 11 13 18 -5 -3 -8 -2 -14 -11 -19 -16 -20 -12
right_child=1 5 -4 7 -6 -7 15 -9 -10 12 22 -13 17 -15 20 -17 -18 19 21 -21 -22 -23 -24
leaf_value=0.00088240107926311246 0.00085550088838049322 0.00027933932066296176 0.00030391236496480001 0.00099870512096031285 0.00042787063509074584 2.4809018410179786e-05 0.00059663353802171719 0.00069124289035977214 0.0007238912456092178 0.0010556004217590455 0.00076124717781454981 0.0011878940811847424 0.00069881265224227954 0.00088028449637085691 0.00018426811669259088 0.00038339911745143159 0.00067189953860420713 0.00094686720882881264 0.00083841664480725916 0.00081356360364250231 3.1041732138996384e-05 0.00093165173486285354 0.00089224136329424809
leaf_weight=89 102 102 53 733 64 92 56 78 74 52 54 56 56 140 55 82 80 60 77 133 52 598 80
leaf_count=89 102 102 53 733 64 92 56 78 74 52 54 56 56 140 55 82 80 60 77 133 52 598 80
internal_value=0 0.000392843 0.000668897 0.000908243 0.000692501 0.000244989 0.000303264 0.000923292 0.000931842 0.000939371 0.000973133 0.000992339 0.000902564 0.000979755 0.00019288 0.000470184 0.000774991 0.000820161 0.000930739 0.000855188 0.000110132 0.000921068 0.000839716
internal_weight=0 674 235 2344 153 439 347 2191 2113 2039 1063 929 976 873 209 138 182 249 727 193 107 675 134
internal_count=3018 674 235 2344 153 439 347 2191 2113 2039 1063 929 976 873 209 138 182 249 727 193 107 675 134
is_linear=0
shrinkage=0.0032998


Tree=9922
num_leaves=19
num_cat=0
split_feature=4 13 151 0 3 1 2 1446 13 16 41 13 49 151 47 4 16 13
split_gain=0.309185 0.0867362 0.0677017 0.0683054 0.0646769 0.0849549 0.13971 0.0825064 0.0606292 0.0575309 0.0566535 0.0833602 0.0696549 0.0451166 0.0436051 0.0433154 0.0345791 0.0199455
threshold=0.31392000000000003 -0.16140499999999997 0.10280000000000002 -0.19166999999999998 -0.023409999999999997 0.092845000000000025 -0.0098549999999999974 0.10392000000000001 -0.080784999999999982 -0.039209999999999995 0.075585000000000013 -0.10142999999999998 -0.081404999999999991 -0.065174999999999983 0.091680000000000011 0.50027500000000014 0.16094000000000003 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 -1 7 9 -7 10 -3 -6 11 -5 -13 -8 -15 -10 -11 -17
right_child=1 8 -4 4 5 6 13 -9 15 16 -12 12 -14 14 -16 17 -18 -19
leaf_value=0.010190945908464697 0.0052815605510014461 -0.0064737444185310354 0.00047975953416966007 -0.00044441176366939798 0.0021943839026068229 -0.0059801759964260648 0.0077486549875060264 -0.00051998988857714752 -0.0034818834465499861 0.011584054943291854 0.010343988986996051 0.001593210472857263 0.0063402829756993321 -0.00074121782801649181 0.005619730330119606 0.0036573017352526799 0.0056010917877878782 -0.0005662263618449575
leaf_weight=95 70 53 72 56 60 54 56 54 68 58 87 93 1836 71 53 71 55 56
leaf_count=95 70 53 72 56 60 54 56 54 68 58 87 93 1836 71 53 71 55 56
internal_value=0 4.46518e-05 0.00559828 0.00573783 0.00557011 0.00361525 0.00151461 0.0059435 -0.00142626 0.00644619 0.00611282 0.00592647 0.00611235 0.00377302 0.00196309 -4.51709e-05 0.00868789 0.00178081
internal_weight=0 318 2700 2628 2533 407 234 2126 248 173 2072 1985 1929 180 124 195 113 127
internal_count=3018 318 2700 2628 2533 407 234 2126 248 173 2072 1985 1929 180 124 195 113 127
is_linear=0
shrinkage=0.16829


Tree=9923
num_leaves=22
num_cat=0
split_feature=4 0 376 1 15 157 157 1455 52 4 12 12 16 0 457 1 51 0 4 0 12
split_gain=0.214015 0.053346 0.0519211 0.103145 0.0512132 0.0902106 0.178552 0.0865112 0.0794175 0.0832133 0.0638403 0.0611774 0.058214 0.0642369 0.0503323 0.0470652 0.0457839 0.062363 0.0441893 0.0371298 0.0368358
threshold=0.31392000000000003 -0.105195 0.076485000000000011 0.10442000000000001 -0.011749999999999998 -0.080299999999999996 -0.085519999999999985 0.077610000000000012 0.28122000000000008 -0.0099999999999999985 0.093985000000000013 0.11640000000000002 -0.095264999999999989 -0.088144999999999987 0.084485000000000018 0.13385500000000003 -0.085594999999999991 -0.068669999999999995 0.42642000000000008 -0.080584999999999976 0.086675000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 18 4 -4 7 6 -6 11 9 12 -10 14 -7 -14 16 -3 19 -18 -2 -1 -11
right_child=1 15 3 -5 5 8 -8 -9 10 20 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=0.0095972340478875026 -0.00010374067746282615 -0.0046898272344221116 0.0056891907080092695 -0.0041375407821583601 0.0055187389905501372 0.000236384706213962 -0.0074422050495328851 0.01062125622299042 -0.0037670709583761575 0.012140882354716349 0.0038669314476579559 0.010667313813641015 0.0096997153848524999 0.0044954366540795997 0.0085449876114290814 0.00067880478770849021 0.0044204274245638686 -0.00050354861287110601 0.0060474890075974969 0.0049136462880625432 0.0060968559310439875
leaf_weight=78 74 86 67 55 68 84 54 93 55 61 71 56 73 955 98 99 560 83 59 132 57
leaf_count=78 74 86 67 55 68 84 54 93 55 61 71 56 73 955 98 99 560 83 59 132 57
internal_value=0 3.52358e-05 0.00465671 0.00124438 0.0048175 0.00416586 -0.000203346 0.00569143 0.00456028 0.00497267 0.00052037 0.00523436 0.00451859 0.00486675 0.00491255 -0.00180717 0.00449311 0.00378203 0.00261149 0.00666182 0.00923654
internal_weight=0 318 2700 122 2578 1478 122 1100 1356 1230 126 1007 1112 1028 951 185 853 643 133 210 118
internal_count=3018 318 2700 122 2578 1478 122 1100 1356 1230 126 1007 1112 1028 951 185 853 643 133 210 118
is_linear=0
shrinkage=0.16829


Tree=9924
num_leaves=23
num_cat=0
split_feature=4 3 123 16 2 3 0 4 0 124 13 3 48 3 2 4 16 401 16 481 2 16
split_gain=3.52337 0.960948 0.571488 0.417934 0.281647 0.214525 0.140891 0.289968 0.114725 0.103096 0.0862544 0.0858765 0.118057 0.085506 0.0906161 0.0623449 0.0765555 0.0665156 0.0575589 0.0503019 0.0502629 0.0480421
threshold=0.31392000000000003 0.28833000000000003 0.080635000000000012 -0.49353499999999995 0.10134000000000001 -0.0024599999999999995 -0.066734999999999975 -0.17568999999999999 -0.12851999999999997 -0.082024999999999987 -0.043279999999999992 -0.041789999999999994 0.082425000000000012 -0.081184999999999993 0.08895500000000002 -0.0083549999999999978 -0.029134999999999998 0.021890000000000003 -0.072649999999999978 -0.079609999999999986 0.090085000000000012 -0.54150999999999994
decision_type=2 2 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 6 -5 13 -8 -6 -4 -9 12 18 14 19 17 -17 -15 -10 -1 -16 -2
right_child=3 -3 9 5 8 -7 7 10 11 -11 -12 -13 -14 15 20 16 -18 -19 -20 -21 -22 -23
leaf_value=0.00067873420182382746 0.00050063599644293666 0.00029680964506733986 0.00041964653539257432 0.00030690308327377283 0.0004878661941201994 7.0379489342405557e-05 0.00076083872346655956 0.00060371598558125214 0.00073610425357752802 0.00059722743060939187 0.00041099323525402298 0.00074533181297079855 0.00049199905962643868 0.00064120278542085737 0.00060094182246997528 0.00069210093648742685 0.00080445685533785637 0.00075801021349496556 0.0006226815358084493 0.00076666180044193623 0.00071260324836149795 0.00037782419187712819
leaf_weight=87 64 73 97 85 62 83 94 52 68 59 53 76 66 312 65 229 101 69 226 731 180 86
leaf_count=87 64 73 97 85 62 83 94 52 68 59 53 76 66 312 65 229 101 69 226 731 180 86
internal_value=0 0.000671108 0.000681496 0.000303671 0.000693759 0.000190259 0.000711584 0.000626961 0.000623066 0.000487034 0.000506772 0.000642211 0.000620343 0.000721057 0.000740278 0.000692271 0.000726595 0.000662449 0.000649035 0.000757353 0.000683123 0.000430459
internal_weight=0 2700 2627 318 2471 168 1973 199 498 156 105 436 360 1774 1063 711 330 381 294 818 245 150
internal_count=3018 2700 2627 318 2471 168 1973 199 498 156 105 436 360 1774 1063 711 330 381 294 818 245 150
is_linear=0
shrinkage=0.0032998


Tree=9925
num_leaves=23
num_cat=0
split_feature=4 2 123 16 15 3 16 0 403 3 11 2 0 48 49 0 475 2 16 4 157 402
split_gain=4.51431 1.34367 0.964199 0.381867 0.399176 0.254715 0.186559 0.268901 0.182033 0.166191 0.157496 0.137524 0.115795 0.11246 0.157929 0.0978119 0.0885944 0.155819 0.0842075 0.0657061 0.0582268 0.0384445
threshold=0.31392000000000003 0.12068000000000001 1.0000000180025095e-35 -0.42170999999999997 -0.45775499999999997 -0.057749999999999989 -0.011849999999999998 -0.10462499999999998 0.084685000000000024 -0.029394999999999998 1.0000000180025095e-35 0.14561000000000004 -0.081414999999999987 0.078735000000000013 0.085655000000000023 -0.16199999999999995 -0.082139999999999991 0.10745500000000001 -0.018754999999999997 0.0019650000000000002 -0.081374999999999989 0.11679000000000002
decision_type=2 2 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 -3 10 -8 16 -2 13 -7 -4 18 19 -11 20 -18 21 -15 -9 -1
right_child=3 5 12 4 -6 11 7 8 -10 15 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23
leaf_value=0.00074249628644856901 0.00050056584105276326 0.0005896127038475577 0.00052048164449614411 0.00034555105979022262 -2.3132583432520698e-05 0.00043432110010035627 0.00044766947610000159 0.00070474194486156968 0.00050436290958442498 0.0003804597232893184 0.00090850951786987952 0.00021549139702319552 0.0003226167434927755 0.00052894573088105214 0.00080688389251088106 0.00020157831329785183 0.00070592012000158036 0.00054651065810291618 0.000872224838809856 0.00068298792575806279 0.00082830274158079173 0.00065547146423712295
leaf_weight=1061 64 58 68 55 76 63 53 85 54 71 59 64 64 78 54 65 525 79 56 54 96 66
leaf_count=1061 64 58 68 55 76 63 53 85 54 71 59 64 64 78 54 65 525 79 56 54 96 66
internal_value=0 0.000679318 0.000699798 0.0002703 0.000131389 0.000407685 0.000715429 0.000677512 0.000691989 0.00036111 0.000739089 0.000324322 0.000424814 0.000731761 0.000654738 0.000295224 0.000704851 0.000685129 0.000743842 0.00059223 0.000770472 0.000737431
internal_weight=0 2637 2452 331 131 185 2320 892 839 200 1428 127 132 1369 186 136 785 604 1183 132 181 1127
internal_count=2968 2637 2452 331 131 185 2320 892 839 200 1428 127 132 1369 186 136 785 604 1183 132 181 1127
is_linear=0
shrinkage=0.0032998


Tree=9926
num_leaves=28
num_cat=0
split_feature=2 0 48 43 52 15 9 15 159 160 47 150 51 1429 42 160 15 12 15 0 12 0 2 15 2 15 16
split_gain=0.140051 0.162438 0.0836623 0.0905199 0.0699566 0.0737967 0.0730332 0.0668205 0.0599088 0.0825662 0.0761903 0.0817344 0.0588607 0.0634721 0.0476701 0.0613301 0.0699236 0.0409839 0.061645 0.0595696 0.0375827 0.0250687 0.0206013 0.0612505 0.0318461 0.0421822 0.0145758
threshold=0.10859000000000001 0.10446500000000002 0.083980000000000013 -0.16130499999999998 0.093130000000000004 -0.42075999999999997 0.084755000000000011 0.037885000000000009 0.051140000000000012 -0.065814999999999999 0.11414000000000001 0.095950000000000021 -0.17370999999999998 0.084845000000000018 0.086555000000000007 0.085865000000000011 -0.10020499999999997 0.095775000000000013 -0.38214499999999996 -0.057749999999999989 0.083785000000000012 -0.087544999999999998 0.088905000000000026 0.093575000000000019 0.08542000000000001 0.087325000000000014 -0.011964999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 3 7 5 -5 12 -1 10 -10 11 17 -7 -14 15 16 -4 18 -2 -19 -6 -16 24 -24 25 -22 -20
right_child=1 -3 14 4 20 6 -8 -9 9 -11 -12 -13 13 -15 21 -17 -18 19 26 -21 22 -23 23 -25 -26 -27 -28
leaf_value=0.014334782280687854 0.0033882798133192211 -0.0062293430473205616 0.0029474267734354745 -0.00098168268493649923 0.011266247926066952 0.0092506464818696531 0.011205874355763852 0.0068199374424268416 -0.0034645276610753548 0.004483286033878371 -0.0013779731973732514 -0.00078504225534221667 0.005003989559251255 0.00078315564280627696 0.0024768643946328677 0.00044573905270820738 0.009442078550595678 0.00094466908048771402 0.012216162626999471 0.0083891791296993243 0.0094870661369726456 -0.0025312647010596969 0.001693049927523722 0.0084315728318443226 0.011530712781407866 0.0034327711110851071 0.0082750864209819534
leaf_weight=58 54 55 103 57 63 84 55 83 75 73 55 52 1122 112 62 83 88 73 60 53 68 52 73 82 52 65 56
leaf_count=58 54 55 103 57 63 84 55 83 75 73 55 52 1122 112 62 83 88 73 60 53 68 52 73 82 52 65 56
internal_value=0 0.0024801 0.00535413 0.00579922 0.00548095 0.00492532 0.00517186 0.00992389 0.00335273 0.000443539 0.00441665 0.00533763 0.00491869 0.00462236 0.0030851 0.0042886 0.00594913 0.00641931 0.00813491 0.00409035 0.0074481 0.000176695 0.00673534 0.00526954 0.00795373 0.00654171 0.0103291
internal_weight=0 606 2362 1974 1833 1430 1373 141 551 148 403 348 1318 1234 388 274 191 296 170 126 403 114 340 155 185 133 116
internal_count=2968 606 2362 1974 1833 1430 1373 141 551 148 403 348 1318 1234 388 274 191 296 170 126 403 114 340 155 185 133 116
is_linear=0
shrinkage=0.16829


Tree=9927
num_leaves=16
num_cat=0
split_feature=0 48 160 0 13 41 12 42 4 1210 13 13 2 42 2
split_gain=0.102039 0.0815828 0.145803 0.085491 0.0631927 0.111535 0.10491 0.100743 0.0724798 0.0649945 0.0557401 0.0469214 0.0430416 0.0346961 0.0356591
threshold=0.15628500000000004 0.093225000000000016 -0.54243999999999992 -0.22745499999999999 -0.09657499999999998 0.078385000000000024 -1.0000000180025095e-35 0.083825000000000024 0.27420500000000009 -0.09830499999999999 1.0000000180025095e-35 -0.09330999999999999 0.090885000000000007 0.093765000000000015 0.11203000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 8 -5 -8 9 -6 -10 -3 -13 14 -14
right_child=-2 11 3 4 5 -7 7 -9 10 -11 -12 12 13 -15 -16
leaf_value=0.011593808807290487 -0.0033322166103135552 0.0052285232528431402 -0.00085586779225941927 0.0073396510056282661 -0.0010628317770621145 0.012047130977098999 -0.0040873599137282203 0.0036428225791045044 0.0034117106644481984 0.0049404722758433963 -0.0029124569042767771 -0.0029181553219152054 0.0063875555221510833 -0.0014627754652155036 0.00041190203046568994
leaf_weight=78 53 76 91 73 52 57 94 97 111 1878 61 75 61 57 54
leaf_count=78 53 76 91 73 52 57 94 97 111 1878 61 75 61 57 54
internal_value=0 0.00410039 0.00441506 0.00419161 0.00438192 0.00468303 0.00191264 -0.000152154 0.00448248 0.00477779 0.00115839 0.0015697 0.000436628 0.00190992 0.00359722
internal_weight=0 2915 2592 2514 2423 2159 264 191 2102 1930 172 323 247 172 115
internal_count=2968 2915 2592 2514 2423 2159 264 191 2102 1930 172 323 247 172 115
is_linear=0
shrinkage=0.16829


Tree=9928
num_leaves=32
num_cat=0
split_feature=1 2 1 2 150 2 150 51 52 1 155 2 1213 1 13 42 2 43 13 1213 1213 401 43 42 42 13 43 49 1 2 49
split_gain=3.628 0.891312 0.398598 0.34535 0.288294 0.278762 0.201981 0.178748 0.142293 0.214122 0.110066 0.119593 0.0992273 0.114218 0.114011 0.154353 0.104826 0.110552 0.0982974 0.0980839 0.0721655 0.0621172 0.118659 0.0567225 0.0495364 0.0498409 0.0486323 0.0467034 0.0342293 0.0300203 0.0162142
threshold=0.10398500000000001 0.12026500000000001 0.13130500000000003 0.25063000000000007 0.075065000000000007 0.099185000000000009 0.08882000000000001 -0.08101499999999999 -0.11263999999999999 0.081315000000000012 0.084710000000000021 0.10709500000000001 -0.10156 0.090130000000000016 -1.0000000180025095e-35 0.090375000000000025 0.085730000000000015 -0.0082999999999999984 -0.15122999999999998 -0.40446999999999994 -0.011424999999999999 0.082755000000000009 -0.15158499999999997 0.086245000000000002 0.11080500000000001 0.011265000000000002 -0.051239999999999987 0.097360000000000016 0.094165000000000013 0.084195000000000006 0.087800000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 18 10 6 12 -8 27 24 11 23 19 16 15 -15 17 20 -3 -1 -14 22 -18 -2 25 30 -20 -7 -17 -19 -10
right_child=1 3 -4 -5 -6 8 7 -9 9 -11 -12 -13 13 14 -16 28 21 29 26 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32
leaf_value=0.00064336832137742962 0.00050751301118869062 0.00015564328626534646 0.00026299748742018511 -2.55686130611981e-05 0.00034070848127041995 0.00059420883412420703 0.00063474438138518257 0.00038013334651379346 0.00064396827029234186 0.00032176068174670313 0.00069080485185939557 0.00040376429186302044 0.00076428760828487754 0.00044251583676611737 0.00071178998871860558 0.00057366259451830824 0.00080624903483295302 0.00073970867628663937 0.00023471150218162926 0.00045598942939651673 0.00064426837721293854 0.00054400346437494642 0.00064921152199035775 0.00065329132169125498 0.00046019035416972585 0.00049589822260079255 0.0003660851946756333 0.00072007441791897321 0.00069065246189430312 0.00082888304830944475 0.00056196680369795878
leaf_weight=78 61 62 100 57 90 99 66 57 88 53 56 64 78 77 77 60 59 112 52 53 224 56 679 63 52 60 83 54 62 84 52
leaf_count=78 61 62 100 57 90 99 66 57 88 53 56 64 78 77 77 60 59 112 52 53 224 56 679 63 52 60 83 54 62 84 52
internal_value=0 0.000355573 0.000446501 0.00020007 0.000501336 0.000629107 0.000647518 0.00051704 0.000555787 0.000513998 0.00056044 0.00052142 0.000656943 0.000664366 0.000602273 0.000559721 0.000677603 0.000715883 0.000265535 0.000567827 0.000675383 0.000653549 0.000661814 0.000581862 0.00055429 0.000578579 0.000315743 0.000638862 0.000633405 0.000778106 0.000613762
internal_weight=0 688 434 254 334 2280 1822 123 458 305 244 188 1699 1568 276 199 1292 498 197 131 302 794 738 124 252 200 135 153 122 196 140
internal_count=2968 688 434 254 334 2280 1822 123 458 305 244 188 1699 1568 276 199 1292 498 197 131 302 794 738 124 252 200 135 153 122 196 140
is_linear=0
shrinkage=0.0032998


Tree=9929
num_leaves=26
num_cat=0
split_feature=1 12 12 2 52 52 52 16 1 4 1 1210 16 16 484 1 484 52 1 1446 157 2 4 4 12
split_gain=0.0953035 0.0659083 0.141817 0.0848653 0.0934957 0.10391 0.12355 0.0858361 0.116329 0.0643464 0.0580868 0.0430081 0.0432678 0.0657237 0.0400188 0.0632657 0.0460175 0.0395686 0.0376828 0.0293426 0.0287913 0.0271182 0.0250697 0.0258536 0.0207627
threshold=0.15720500000000001 0.083400000000000016 0.080635000000000012 0.10859000000000001 1.0000000180025095e-35 -0.085924999999999987 -0.068039999999999975 -0.071129999999999985 0.11230000000000001 0.010535000000000001 0.098395000000000024 -0.09830499999999999 0.24100000000000002 0.31497000000000003 0.087020000000000014 0.11039500000000001 0.110365 -0.13963499999999998 0.098715000000000011 0.091925000000000021 0.00069000000000000008 0.11231500000000001 0.42642000000000008 0.2642250000000001 0.096265000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 17 -7 22 -9 -6 -8 -3 14 -14 15 18 -16 -1 19 -13 21 24 23 -5 -15
right_child=-2 11 -4 7 9 6 10 8 -10 -11 -12 12 13 20 16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26
leaf_value=0.0037580924728338235 -0.0034175620031056909 -0.00034955430310734296 -0.0050210856648473298 0.0046681141701874476 0.013169548596584967 -0.0051002569539757769 0.0067376591299377056 -0.0084295823759973684 0.0018078013704615312 0.0049168756862922628 0.00041676470014485325 0.0043038996263981624 -0.0026560934963423795 0.0034894862767520475 0.010888817082298094 0.0088750880718797519 0.004772243621792553 0.0094254150236458018 8.3987164773334673e-05 0.008415809621951478 0.0068202682633926592 0.0057450889724483594 0.0064287401185642848 -0.00017710088895361633 -0.0010001923812411626
leaf_weight=65 52 53 64 58 53 65 82 52 79 56 84 1369 55 56 64 91 80 79 59 52 65 54 55 66 60
leaf_count=65 52 53 64 58 53 65 82 52 79 56 84 1369 55 56 64 91 80 79 59 52 65 54 55 66 60
internal_value=0 0.00383305 0.00258876 0.00320441 0.00459789 0.00332922 0.00110814 0.00102297 -0.00224218 0.00894613 0.00354996 0.00435094 0.00447609 0.00256161 0.00479877 0.00454974 0.0075032 0.00687973 0.00428257 0.00445563 0.00379042 0.00262138 0.00342259 0.00207472 0.00115175
internal_weight=0 2916 858 794 484 375 231 310 131 109 166 2058 2005 290 1715 1571 144 144 1480 1421 235 170 179 124 116
internal_count=2968 2916 858 794 484 375 231 310 131 109 166 2058 2005 290 1715 1571 144 144 1480 1421 235 170 179 124 116
is_linear=0
shrinkage=0.16829


Tree=9930
num_leaves=21
num_cat=0
split_feature=1 52 484 2 123 52 10 2 151 1 2 0 13 0 2 151 13 10 52 43
split_gain=3.86958 0.837631 0.513348 0.327319 0.314723 0.299033 0.202471 0.381856 0.169893 0.314837 0.163388 0.166334 0.140604 0.139469 0.0859247 0.0935798 0.0808162 0.0579937 0.0238306 0.0164401
threshold=0.10331000000000003 -0.41694999999999993 -1.0000000180025095e-35 0.14492000000000002 1.0000000180025095e-35 0.12484500000000003 0.057650000000000007 1.0000000180025095e-35 -0.086824999999999986 0.079805000000000015 0.13154000000000002 -0.22984499999999997 -0.026489999999999996 -0.13619499999999998 -1.0000000180025095e-35 0.015440000000000001 -0.16140499999999997 -0.093904999999999988 0.01787 -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=4 -2 -3 5 8 6 7 12 9 19 11 -10 -4 18 -15 -16 -9 -5 -13 -1
right_child=1 2 3 17 -6 -7 -8 16 10 -11 -12 13 -14 14 15 -17 -18 -19 -20 -21
leaf_value=0.00058847495945260684 0.00057463134901401878 0.00050011913402928359 0.00050160254551365017 0.0001071486067414256 0.00034580121026332305 0.00044844102821491841 9.0732109131000472e-06 0.00025747329621585873 0.00039428338956769136 0.00024016108708653085 0.00038581929505022679 0.0007467351262240644 0.00027374427079152259 0.00043865678075290015 0.00056818749453462988 0.00070804027486964587 0.00010805571901284321 -4.5520895681963823e-05 0.0006393761576286626 0.00050165308482075254
leaf_weight=65 86 67 55 54 81 61 53 53 58 52 55 53 66 56 1649 56 161 54 54 52
leaf_count=65 86 67 55 54 81 61 53 53 58 52 55 53 66 56 1649 56 161 54 54 52
internal_value=0 0.000269063 0.000226893 0.000193964 0.000548873 0.000233208 0.000199279 0.000229266 0.000556507 0.000455004 0.000565149 0.000570251 0.000377607 0.000575696 0.000568556 0.000572802 0.000145226 3.04877e-05 0.000692883 0.000550189
internal_weight=0 710 624 557 2231 449 388 335 2150 169 1981 1926 121 1868 1761 1705 214 108 107 117
internal_count=2941 710 624 557 2231 449 388 335 2150 169 1981 1926 121 1868 1761 1705 214 108 107 117
is_linear=0
shrinkage=0.0032998


Tree=9931
num_leaves=24
num_cat=0
split_feature=3 2 2 2 2 3 151 13 51 148 3 15 151 2 3 3 3 43 2 2 39 3 51
split_gain=3.59487 0.907897 0.744234 0.716053 0.464211 0.237858 0.152826 0.146462 0.145081 0.140231 0.157551 0.121742 0.120883 0.119637 0.131069 0.127526 0.118262 0.111779 0.140854 0.105171 0.0678007 0.0534541 0.0303749
threshold=-0.049739999999999993 0.17553000000000005 -1.0000000180025095e-35 0.10384 0.11366500000000002 -0.11211999999999998 -0.086929999999999993 -0.13226499999999999 -0.092389999999999986 -1.0000000180025095e-35 0.28833000000000003 -0.10271999999999999 -0.099019999999999983 -1.0000000180025095e-35 -0.13117499999999996 -0.10337499999999998 -0.091034999999999991 -0.077614999999999976 0.12681500000000004 0.098500000000000018 0.084950000000000012 -0.072649999999999978 0.031805000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 11 8 6 -6 12 -8 -4 -5 17 -2 -1 -9 19 -16 -17 -11 -19 -15 22 -7 -10
right_child=1 -3 3 9 5 21 7 13 20 10 -12 -13 -14 14 15 16 -18 18 -20 -21 -22 -23 -24
leaf_value=0.00065373481506390927 0.0001344385587345237 3.2256002685913016e-06 0.00073626170680098806 0.00023551416532489408 0.00034242290614340765 0.0006584637302068689 0.00084541685364245207 0.00052702622426210508 0.00047976249041774217 0.00033396814818261009 0.00027230332627262914 0.00032423787021121234 0.00045708101748671181 0.00089629583649626307 0.00052753995122679117 0.00077366615294925884 0.00067744749022150517 0.00061179363208228432 0.00040981701937682299 0.00070533241149176365 0.0006709984413303655 0.00051856715744087972 0.00058255267046559978
leaf_weight=94 74 56 80 56 62 68 67 52 75 56 63 75 56 60 58 162 1323 75 79 73 52 60 65
leaf_count=94 74 56 80 56 62 68 67 52 75 56 63 75 56 60 58 162 1323 75 79 73 52 60 65
internal_value=0 0.000409158 0.000439421 0.00049123 0.000667946 0.000511528 0.000683208 0.000691767 0.000616716 0.000387377 0.0004184 0.000230212 0.000580552 0.000685789 0.000690693 0.00068196 0.000687968 0.000462061 0.000508411 0.000791746 0.000566721 0.000593162 0.000527738
internal_weight=0 806 750 601 2135 190 1945 1795 272 329 273 149 150 1728 1676 1543 1485 210 154 133 192 128 140
internal_count=2941 806 750 601 2135 190 1945 1795 272 329 273 149 150 1728 1676 1543 1485 210 154 133 192 128 140
is_linear=0
shrinkage=0.0032998


Tree=9932
num_leaves=30
num_cat=0
split_feature=3 1 156 1374 3 43 1 12 3 3 1 1 15 2 0 0 2 15 42 12 3 3 15 2 52 12 42 0 16
split_gain=0.153722 0.103298 0.102717 0.0898262 0.0723605 0.0926476 0.0641585 0.147505 0.100415 0.0608824 0.0753713 0.0889277 0.0655177 0.0519266 0.0509465 0.0691429 0.05023 0.0488916 0.0496073 0.119553 0.0639399 0.0597091 0.0526897 0.0439991 0.0402476 0.0396485 0.039584 0.0447312 0.0264952
threshold=-0.046079999999999989 0.084470000000000003 0.094600000000000017 0.086000000000000007 -0.074479999999999977 -0.073404999999999984 0.090540000000000023 0.089085000000000011 -0.11372999999999998 -0.0048549999999999991 0.11319000000000001 0.090795000000000015 -0.031624999999999993 0.10216000000000001 -0.12851999999999997 -0.056754999999999993 0.10449000000000001 0.10609500000000001 0.088630000000000014 0.086675000000000016 -0.14954999999999999 -0.083154999999999993 0.090385000000000007 0.093320000000000014 0.14295500000000003 0.098785000000000012 0.096160000000000009 -0.078589999999999979 -0.031234999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 23 9 4 6 -6 17 -8 25 12 11 -11 28 24 -12 -16 -13 18 20 -20 -1 -21 -22 -2 -7 -9 27 -10 -3
right_child=1 2 -4 -5 5 13 7 8 26 10 14 16 -14 -15 15 -17 -18 -19 19 21 22 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=-0.00072226364548431737 0.0094530382731075127 -0.0024773739673982476 0.0072239538924443467 0.011696923440057632 0.013029274198066997 0.0096568738772300801 -0.0039330790427072743 0.011321718786578366 -0.00038425387998386576 -0.001697759586172207 -0.0036868349130004248 0.010215046234810499 -0.0072304710885267879 0.0023372897743937642 0.0048569902071873968 -0.0031168682926608145 0.003473727991777407 0.00019641052697993785 0.013368166012505223 0.00030486954979572217 0.004441793414279251 0.0066216441279178615 0.0088770251392468729 0.0036171795140566383 0.0039017676138433546 0.0048779619880591979 -0.0016976863485668292 0.0058291514420395329 0.0026814723339666736
leaf_weight=62 64 59 71 54 61 95 82 56 53 53 88 57 52 87 75 52 72 62 65 55 888 194 84 89 56 55 62 84 54
leaf_count=62 64 59 71 54 61 95 82 56 53 53 88 57 52 87 75 52 72 62 65 55 888 194 84 89 56 55 62 84 54
internal_value=0 0.00214302 0.00119099 0.00489714 0.00472151 0.00715526 0.00431669 0.00240312 0.00408494 0.000425618 0.00155754 0.00407904 -0.00228697 0.00564218 -0.000568578 0.00157796 0.00646638 0.00484742 0.00506001 0.00692322 0.00449246 0.00523359 0.00482693 0.00607007 0.00753443 0.00814505 0.00181122 0.00341231 0
internal_weight=0 786 633 2155 2101 299 1802 392 310 562 397 182 165 238 215 127 129 1410 1348 314 1034 249 972 153 151 111 199 137 113
internal_count=2941 786 633 2155 2101 299 1802 392 310 562 397 182 165 238 215 127 129 1410 1348 314 1034 249 972 153 151 111 199 137 113
is_linear=0
shrinkage=0.16829


Tree=9933
num_leaves=29
num_cat=0
split_feature=4 3 2 14 2 376 15 2 3 42 12 12 42 2 160 4 4 474 13 4 2 12 4 1210 1212 12 1212 4
split_gain=5.47714 2.30621 1.01573 0.584942 0.546933 0.440655 0.389189 0.347524 0.321277 0.382859 0.313939 0.232527 0.222164 0.172845 0.112043 0.172549 0.107383 0.0978972 0.0892985 0.0947606 0.0828421 0.0792636 0.110354 0.061253 0.0469609 0.059422 0.0425274 0.0417676
threshold=0.31392000000000003 -0.063569999999999974 0.14415000000000003 -0.44847999999999993 0.10100500000000003 0.076485000000000011 0.021950000000000001 0.10433000000000002 0.13772500000000001 0.088685000000000014 0.087805000000000008 0.088825000000000015 0.088630000000000014 0.11504500000000002 -1.0000000180025095e-35 -0.0058699999999999994 0.0060300000000000015 0.085850000000000024 0.032645000000000007 -0.085799999999999987 0.08895500000000002 0.095775000000000013 -0.052959999999999993 -0.063274999999999984 0.041590000000000009 0.086385000000000003 0.087865000000000013 0.046185000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 -2 10 6 7 14 9 13 12 -6 17 -5 -3 -16 -9 24 19 -12 -20 -13 -23 -21 25 -1 -26 -25
right_child=3 2 -4 8 11 -7 -8 16 -10 -11 18 21 -14 -15 15 -17 -18 -19 20 23 -22 22 -24 27 26 -27 -28 -29
leaf_value=0.00096148249159132152 0.0006250437716323054 0.00084871230707069434 0.00025530972939954375 0.00059723365202715933 0.00053399476072143776 0.00046753084002586594 0.00091245091697303329 0.00045138816655781647 7.4829558918857808e-05 0.00017161415806925164 0.00098396913697648952 0.00086416951545252368 0.0010817707786626731 0.00033184376191752887 0.00053290114289136162 0.00076284306310854229 0.00064804450512045237 0.00079467624513258396 0.00070346239098419572 0.00073072246205867057 0.00085360920097495713 0.00083945824509257618 0.00066129072093850706 0.00086517477130218078 0.00079302110569836486 0.00086336792141444385 0.00092980219616680933 0.00078864933159040497
leaf_weight=350 65 77 71 57 57 94 90 78 66 82 61 73 96 52 52 122 52 76 96 52 76 64 103 569 57 94 55 104
leaf_count=350 65 77 71 57 57 94 90 78 66 82 61 73 96 52 52 122 52 76 96 52 76 64 103 569 57 94 55 104
internal_value=0 0.000801219 0.000628109 0.000344963 0.000856723 0.000674894 0.000716204 0.000669753 0.000273988 0.000342623 0.000879822 0.000725475 0.000931921 0.000470949 0.000741829 0.000694327 0.000530322 0.000909103 0.000840195 0.000855508 0.000770011 0.000770805 0.000729781 0.000844651 0.000924681 0.00094079 0.000860505 0.000853401
internal_weight=0 2619 636 322 1983 565 471 381 257 191 1686 297 728 109 251 174 130 632 958 786 172 240 167 725 556 444 112 673
internal_count=2941 2619 636 322 1983 565 471 381 257 191 1686 297 728 109 251 174 130 632 958 786 172 240 167 725 556 444 112 673
is_linear=0
shrinkage=0.0032998


Tree=9934
num_leaves=27
num_cat=0
split_feature=4 1 150 14 15 49 1 1 15 15 4 15 42 4 47 4 42 1 1 1212 42 1 4 133 43 1212
split_gain=5.16272 1.53758 0.518088 0.446802 0.359064 0.330484 0.280615 0.219018 0.194133 0.153054 0.171181 0.150622 0.109425 0.143939 0.109063 0.108765 0.103232 0.0750431 0.0657806 0.0597644 0.0527407 0.0472441 0.0331062 0.0327031 0.031945 0.0272889
threshold=0.31392000000000003 0.10359500000000001 0.075065000000000007 0.073890000000000011 0.033605000000000003 0.0033550000000000003 0.12000500000000001 0.092845000000000025 -0.41343999999999997 0.087670000000000012 -0.08645499999999999 -0.16749999999999998 0.078120000000000009 -0.42305999999999994 0.081905000000000019 0.42642000000000008 0.092725000000000016 0.122715 0.110115 0.087685000000000013 0.091485000000000025 0.14065000000000003 -0.088709999999999983 -0.098969999999999989 -0.0093249999999999982 0.11579500000000002
decision_type=2 2 2 2 2 2 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 7 17 15 11 21 22 -11 -1 13 -13 -9 -2 -14 18 -3 20 -12 -8 -6 -24 -25 -21
right_child=6 2 -4 -5 9 -7 8 14 -10 10 19 12 16 -15 -16 -17 -18 -19 -20 25 -22 -23 23 24 -26 -27
leaf_value=0.00093791513308993653 0.00036443399878879109 0.00069565484807843124 0.00038725556752537368 0.0010441173039540069 0.00098943057898939085 0.00047402033872514897 0.00026663811728197794 0.00056872226297154625 8.4234069302253193e-05 0.00063922678673115571 0.00089029824430743071 0.00088705052819318668 0.00082527760656528142 0.00070179541648127759 0.00076219106527749506 0.00055347756723642149 0.00071403812161748286 0.00061469019876588026 0.00083070496473028614 0.00072258834470072264 0.00081368847760596218 0.00039570220201114826 0.00097247877936862718 0.00091416853613885481 0.00082951778191976027 0.00082665173123546765
leaf_weight=66 74 87 101 90 56 77 76 87 53 53 251 55 451 331 53 63 121 53 82 67 190 56 55 124 106 63
leaf_count=66 74 87 101 90 56 77 76 87 53 53 251 55 451 331 53 63 121 53 82 67 190 56 55 124 106 63
internal_value=0 0.000781068 0.000592429 0.000815056 0.000805357 0.000661617 0.000338094 0.000766039 0.000253831 0.000852745 0.000821439 0.000782934 0.00077222 0.000728283 0.000642216 0.000451624 0.000801808 0.000726526 0.000761391 0.00083829 0.000857372 0.000321659 0.000909929 0.000894184 0.000875309 0.00077329
internal_weight=0 2619 400 2219 2129 299 322 1164 185 965 624 1024 958 386 140 137 572 222 169 571 441 132 341 285 230 130
internal_count=2941 2619 400 2219 2129 299 322 1164 185 965 624 1024 958 386 140 137 572 222 169 571 441 132 341 285 230 130
is_linear=0
shrinkage=0.0032998


Tree=9935
num_leaves=20
num_cat=0
split_feature=15 1429 15 13 14 0 41 0 13 13 13 123 484 128 150 51 13 12 15
split_gain=0.187141 0.114318 0.17065 0.0967867 0.0960683 0.0737391 0.100826 0.0856991 0.0902953 0.0697388 0.106652 0.0652993 0.0612737 0.0669951 0.0600938 0.0580315 0.0485917 0.0446531 0.0285989
threshold=-0.26361999999999991 0.084815000000000015 -0.0080049999999999982 -0.17030499999999998 -0.45687499999999998 -0.082454999999999987 0.085175000000000015 -0.087284999999999988 0.015030000000000002 -0.081124999999999989 -0.085414999999999991 0.083430000000000018 -0.14312499999999997 0.087685000000000013 0.11717500000000002 -0.18513499999999997 -0.0053799999999999985 -0.042789999999999988 -0.080264999999999989
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 18 -1 6 7 8 14 10 -9 12 -7 15 -5 -14 -11 -6 -2
right_child=1 2 -4 5 17 11 -8 9 -10 16 -12 -13 13 -15 -16 -17 -18 -19 -20
leaf_value=0.0048167005497852548 0.0026104320697330624 0.0046448065160206208 -0.0057013463091924125 0.0038988568372831135 -0.0057096108595879064 0.0089105476041396094 0.012413102176698132 0.0082511936818079074 0.0096927772952917959 0.011336355478076569 0.0010547527468644587 -0.0015540241620863402 -0.0008147255685341054 0.0076019931984704402 -0.0019684789217447873 0.0035208001743544342 0.0054865726228220633 -6.1254739389513991e-05 -0.0025840425954073835
leaf_weight=57 53 99 83 663 90 64 56 133 73 127 105 67 98 102 53 764 61 72 69
leaf_count=57 53 99 83 663 90 64 56 133 73 127 105 67 98 102 53 764 61 72 69
internal_value=0 0.0039981 -6.36226e-05 0.00429595 -0.00111289 0.00453435 0.00540902 0.00508471 0.00404079 0.00701396 0.00508384 0.00351745 0.00384973 0.00351188 0.00346203 0.00302581 0.00944784 -0.00321032 -0.0003127
internal_weight=0 2670 182 2488 219 2366 1271 1215 789 426 238 1095 1028 964 716 862 188 162 122
internal_count=2889 2670 182 2488 219 2366 1271 1215 789 426 238 1095 1028 964 716 862 188 162 122
is_linear=0
shrinkage=0.16829


Tree=9936
num_leaves=21
num_cat=0
split_feature=3 1447 0 42 42 403 1213 12 1 51 12 403 42 12 12 133 133 42 129 0
split_gain=0.15416 0.0694739 0.0731861 0.0701756 0.14074 0.0939385 0.155639 0.100882 0.088573 0.0846376 0.0829006 0.0665429 0.0583655 0.0581668 0.0353206 0.0248146 0.0396954 0.0494193 0.0484273 0.0216951
threshold=0.30863500000000005 -0.085644999999999985 -0.087184999999999985 -0.047584999999999995 -0.021064999999999997 -0.076004999999999989 -0.080614999999999978 -1.0000000180025095e-35 0.08845500000000002 0.12566000000000002 -0.089399999999999993 -0.23730999999999999 1.0000000180025095e-35 0.093910000000000007 -0.014854999999999998 0.33442000000000005 0.089400000000000021 -0.14592499999999997 0.085885000000000017 -0.11167499999999998
decision_type=2 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 -6 10 11 13 -7 -8 -12 -9 -3 16 17 -16 -19 -2
right_child=19 3 -4 4 5 7 8 9 -10 -11 12 -13 -14 -15 15 -17 -18 18 -20 -21
leaf_value=0.0031711258698438002 -0.00070890340464421395 0.0086639185938976061 0.011539772216532617 -0.005264682806620285 -0.007562914140886944 0.003620915641341693 0.00071394529205771439 0.0041839561084819309 -0.0039090137309027917 0.0087756537063631377 -0.0063337694844621088 0.0072322212886377557 0.00083241923072221926 0.0017389982611742312 0.0087260018316688281 0.0072512214105431242 6.9305539286343936e-05 0.0049358254244787052 0.00025855546257862541 -0.0052782806596203971
leaf_weight=62 63 59 58 62 60 103 93 1017 54 93 65 86 63 382 65 70 69 219 89 57
leaf_count=62 63 59 58 62 60 103 93 1017 54 93 65 86 63 382 65 70 69 219 89 57
internal_value=0 0.00325926 0.00723094 0.00307866 0.00262267 0.00286613 7.40947e-05 0.00333988 0.00204842 0.00384659 5.93147e-05 0.00385567 -0.00279263 0.00351764 0.00473497 0.00427871 0.00380389 0.00448992 0.00359011 -0.00289433
internal_weight=0 2769 120 2649 2078 2016 293 1723 233 1492 231 179 128 1399 571 512 442 373 308 120
internal_count=2889 2769 120 2649 2078 2016 293 1723 233 1492 231 179 128 1399 571 512 442 373 308 120
is_linear=0
shrinkage=0.16829


Tree=9937
num_leaves=40
num_cat=0
split_feature=1 2 12 12 34 1 15 12 2 47 13 150 2 1 49 2 12 1 12 484 2 42 2 13 13 160 13 1 15 402 42 50 1213 159 400 160 49 12 15
split_gain=9.99899 1.8408 1.50349 0.917967 0.472895 0.425517 0.373111 0.350756 0.367196 0.317558 0.304283 0.376931 0.238771 0.226562 0.211391 0.119267 0.168127 0.117255 0.105059 0.0868236 0.0721791 0.0693091 0.0616802 0.0614786 0.0574078 0.0524764 0.0503948 0.0489251 0.068044 0.0529067 0.0473962 0.0434084 0.0325353 0.0318202 0.0254591 0.016377 0.0208049 0.00474799 0.00268589
threshold=0.10749500000000002 0.14253500000000002 0.023990000000000004 0.056995000000000011 -0.010739999999999998 0.086115000000000011 -0.075094999999999981 0.090285000000000018 0.087635000000000005 0.086165000000000005 -1.0000000180025095e-35 1.0000000180025095e-35 0.16730000000000003 1.0000000180025095e-35 -0.06017999999999999 0.090695000000000012 0.085905000000000023 0.12040000000000002 0.083785000000000012 0.052175000000000006 0.096435000000000007 0.08426500000000002 0.095850000000000005 -0.085919999999999982 -0.084144999999999984 -1.0000000180025095e-35 -0.081464999999999982 0.08845500000000002 0.092125000000000012 0.084450000000000011 0.097895000000000024 0.089975000000000013 -0.010414999999999999 -0.016949999999999996 -0.075319999999999984 -1.0000000180025095e-35 0.097940000000000013 0.095920000000000019 0.087825000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 -2 13 17 8 18 -4 -7 22 -3 -1 -10 16 -16 -6 -5 20 27 25 -12 32 -17 -20 -22 29 31 30 -9 -29 -23 -25 -27 -28 -37 -30 -18
right_child=1 12 9 7 6 10 -8 19 14 -11 11 -13 -14 -15 15 24 38 -19 21 -21 26 23 -24 33 -26 34 35 28 37 -31 -32 -33 -34 -35 -36 36 -38 -39 -40
leaf_value=0.00085529371438731582 0.00019779504958257065 0.00028465835240053147 0.00068889289978310466 0.001195470188871089 0.00049883476129317539 0.00057981645767966232 0.00070849068793512671 0.001076700209812228 0.00076044617154438754 0.00099246184326734705 0.00086066813753852276 0.00060177397095446375 -4.0220480250241326e-06 0.0011122011359773834 0.00077899790102713791 0.0011604577188600591 0.0010320420352469676 0.00030271816263137559 0.0012140133779668745 0.00083501758601767576 0.0010236505641881308 0.001026632591758288 0.0010275826580306243 0.0009235862737235344 0.001007212171970991 0.0011485718449273914 0.00085245911467877545 0.00081860551265476697 0.00097959270355826768 0.00092549412243203208 0.00096230453137391382 0.00095944792790099323 0.0011330164570139388 0.0010286306144715281 0.001063476932584854 0.00094641573423779799 0.00086504679131539067 0.0010480824968937446 0.00097297112882593993
leaf_weight=90 67 58 73 95 80 83 73 165 52 80 54 54 67 67 54 52 64 59 52 64 54 66 52 58 70 71 63 53 53 56 62 55 90 108 157 152 62 52 52
leaf_count=90 67 58 73 95 80 83 73 165 52 80 54 54 67 67 54 52 64 59 52 64 54 66 52 58 70 71 63 53 53 56 62 55 90 108 157 152 62 52 52
internal_value=0 0.000482661 0.000584726 0.000974895 0.000440304 0.000830503 0.00051678 0.00100477 0.00104627 0.000847852 0.000743361 0.000827979 0.000129644 0.000965154 0.000957207 0.000992126 0.000934009 0.000415844 0.00109017 0.000956251 0.00096559 0.00107349 0.000942883 0.0010388 0.00107282 0.00111326 0.000926211 0.000991798 0.00095155 0.00102197 0.00104561 0.000890657 0.00108823 0.000992141 0.00109013 0.000907088 0.000923006 0.00101385 0.00100587
internal_weight=0 557 432 2332 279 400 212 1932 1041 153 243 160 125 157 344 292 170 139 697 891 827 602 106 322 122 280 331 496 213 283 227 108 156 166 228 277 214 105 116
internal_count=2889 557 432 2332 279 400 212 1932 1041 153 243 160 125 157 344 292 170 139 697 891 827 602 106 322 122 280 331 496 213 283 227 108 156 166 228 277 214 105 116
is_linear=0
shrinkage=0.0032998


Tree=9938
num_leaves=17
num_cat=0
split_feature=4 3 2 39 1375 4 2 48 14 3 12 12 52 2 2 4
split_gain=4.45658 1.53578 0.524829 0.467732 0.361037 0.236782 0.257437 0.178067 0.172691 0.288361 0.328802 0.152965 0.110526 0.0893536 0.0765708 0.0186326
threshold=0.31392000000000003 0.30863500000000005 0.13913500000000004 0.0039300000000000003 -0.083119999999999986 -0.4950449999999999 0.099845000000000003 0.091775000000000009 0.073890000000000011 -0.11266 0.091680000000000011 0.090455000000000021 -0.081164999999999987 -0.13746499999999998 0.10745500000000001 0.42642000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 13 4 -1 6 -6 12 9 10 -7 -11 -5 -2 -15 -16
right_child=2 -3 -4 7 5 8 -8 -9 -10 11 -12 -13 -14 14 15 -17
leaf_value=0.00034826201431600043 0.00031335308481213344 9.4513215789644052e-06 -0.00011246081946579472 0.00055090526281850033 0.00086708428229511497 0.00025423124154219694 0.00054864107874282996 0.00024248967336698896 0.00070907673685383424 0.00059216320634005847 0.00058336773364394128 0.00053185898633979604 0.00036082282137001102 6.5996031881317271e-05 0.000166384675229425 0.00025622332664510753
leaf_weight=84 55 59 81 71 60 72 53 60 85 1085 62 826 66 62 53 55
leaf_count=84 55 59 81 71 60 72 53 60 85 1085 62 826 66 62 53 55
internal_value=0 0.000536329 0.000115026 0.000548631 0.000561737 0.000569716 0.000718038 0.000393647 0.00056183 0.000555693 0.000406781 0.000566116 0.00045959 0.000197078 0.000159252 0.000212462
internal_weight=0 2583 306 2524 2327 2243 113 197 2130 2045 134 1911 137 225 170 108
internal_count=2889 2583 306 2524 2327 2243 113 197 2130 2045 134 1911 137 225 170 108
is_linear=0
shrinkage=0.0032998


Tree=9939
num_leaves=25
num_cat=0
split_feature=1 10 3 4 1 4 43 13 14 3 16 3 49 52 3 42 4 16 4 50 3 3 13 133
split_gain=4.12041 0.715265 0.691431 0.492218 0.471679 0.278478 0.212923 0.188694 0.176404 0.146964 0.364653 0.142698 0.136588 0.120325 0.112699 0.0985589 0.0942838 0.180128 0.0919735 0.0787366 0.0768366 0.125657 0.0657719 0.0247981
threshold=0.11690500000000002 -0.063134999999999983 -0.046079999999999989 0.27644500000000005 0.10075500000000003 0.049545000000000006 -0.077614999999999976 -0.074349999999999986 0.073890000000000011 -0.11266 0.08215500000000002 0.11878500000000002 -0.078789999999999985 -0.092084999999999986 -0.020049999999999995 0.09117500000000002 0.27120500000000008 -0.43279999999999996 0.51074000000000008 0.10880500000000001 0.092005000000000017 -0.0031199999999999995 -0.064654999999999976 0.085515000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 7 13 8 -6 -3 9 10 -1 -8 -11 -4 -5 19 17 -7 -16 -14 21 -15 -17 -19
right_child=1 3 4 14 6 16 11 -9 -10 12 -12 -13 15 20 18 22 -18 23 -20 -21 -22 -23 -24 -25
leaf_value=0.00042980211720038223 -2.836521343492163e-05 0.0003253142896551762 0.00073039831435782975 0.00035160557522483679 0.00024753891426071087 0.00077292806023402576 0.00059774271649746798 0.00056980891814760698 0.0008595755307016686 0.00053373349323870573 0.00074007831453533053 0.00036109737223447355 0.00072901065324327511 0.00052261541967432593 0.00026587109025131021 0.00068541983341422863 0.00045135668638931673 0.00059179756380823352 7.6866178368304304e-05 0.00063969963172691012 0.00048626391987822097 0.0007071793991729016 0.00058757915833936719 0.00049918270309632761
leaf_weight=80 66 54 78 52 63 54 61 99 68 56 87 53 968 80 53 254 55 74 61 129 72 86 116 70
leaf_count=80 66 54 78 52 63 54 61 99 68 56 87 53 968 80 53 254 55 74 61 129 72 86 116 70
internal_value=0 0.000283832 0.000650682 0.000348534 0.000539585 0.0006779 0.000402632 0.000483747 0.000692729 0.000685995 0.000591654 0.000488032 0.000696316 0.000616185 0.000223699 0.000702498 0.00057472 0.00060881 0.000165046 0.00071854 0.000578606 0.000618445 0.000654841 0.000547021
internal_weight=0 385 2504 319 493 2011 177 153 1758 1690 167 114 1523 316 166 1467 253 198 114 1097 238 166 370 144
internal_count=2889 385 2504 319 493 2011 177 153 1758 1690 167 114 1523 316 166 1467 253 198 114 1097 238 166 370 144
is_linear=0
shrinkage=0.0032998


Tree=9940
num_leaves=17
num_cat=0
split_feature=4 10 3 151 4 1 10 3 3 16 160 160 376 4 16 1212
split_gain=0.310059 0.143789 0.0655091 0.0728398 0.0864113 0.0651836 0.0567228 0.0566509 0.0450359 0.0419088 0.0388852 0.0507712 0.0416071 0.0371703 0.0363469 0.0324168
threshold=0.31392000000000003 -1.0000000180025095e-35 -0.14186499999999996 0.053170000000000002 -0.0083149999999999977 0.081540000000000015 -0.013164999999999998 -0.22004999999999997 -0.115685 -0.42170999999999997 -0.13024499999999997 -0.23244499999999998 0.083705000000000016 0.42642000000000008 -0.040874999999999995 -0.43717999999999996
decision_type=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 -7 -8 13 11 14 15 -3 -10 -12
right_child=1 9 3 4 -6 7 8 -9 10 -11 12 -13 -14 -15 -16 -17
leaf_value=0.0040614159833101049 -0.0075358380679103982 0.00053414113093567064 -0.0002801898315444498 0.0050441142334602031 -0.0042879758440038003 0.0074136690851575602 0.00032631781141182755 0.014725691230688816 0.0067611525694355867 -0.001335402073955199 0.0013105067146442705 -0.0012124648651486369 0.0098673345193238254 0.0057748981732141597 0.0024769603185859682 0.0056185383904288613
leaf_weight=73 64 79 53 61 52 75 52 52 112 97 52 52 65 76 116 1791
leaf_count=73 64 79 53 61 52 75 52 52 112 97 52 52 65 76 116 1791
internal_value=0 -0.000408043 0.00516873 0.00492356 0.000733802 0.00810919 0.00512925 0.0104217 0.00525804 0.00139506 0.00537443 0.00350546 0.00564776 0.00311539 0.00458936 0.00549796
internal_weight=0 316 2606 2406 113 200 2293 127 2240 252 2188 280 1908 155 228 1843
internal_count=2922 316 2606 2406 113 200 2293 127 2240 252 2188 280 1908 155 228 1843
is_linear=0
shrinkage=0.16829


Tree=9941
num_leaves=17
num_cat=0
split_feature=4 123 150 4 1 1420 4 51 41 4 48 1 1 131 3 12
split_gain=0.214538 0.0934338 0.125501 0.0901467 0.0656841 0.063763 0.0462983 0.0562271 0.0619923 0.0750682 0.0713906 0.0547112 0.0543179 0.0593305 0.044242 0.0398268
threshold=0.31392000000000003 0.091310000000000016 0.081245000000000026 0.50027500000000014 0.13612500000000002 -0.082399999999999987 0.18095500000000003 0.15358000000000002 0.077915000000000012 -0.22295999999999996 0.081520000000000023 0.079440000000000024 0.12313000000000002 0.091095000000000023 -0.14088999999999999 0.089435000000000014
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 7 8 9 10 14 -10 13 -11 -7 -8
right_child=1 -3 -4 4 -6 6 15 -9 11 12 -12 -13 -14 -15 -16 -17
leaf_value=0.0098894094970962063 -0.0096625887702011144 0.0053967420549254855 0.0046217093346393396 0.0016721646846538582 -0.0058951081950913836 0.0093095136168991066 0.0045716128775423514 -0.00077939242654648136 -0.0037343303375168687 0.0038363343853002369 0.012749392444019576 0.0039844826384463263 -0.00073146220285173541 0.0066066917204389746 0.0029856239318953297 0.010537256304019273
leaf_weight=57 56 64 64 75 57 52 72 67 52 1741 54 52 65 253 82 59
leaf_count=57 56 64 64 75 57 52 72 67 52 1741 54 52 65 253 82 59
internal_value=0 -0.000338417 -0.00180209 -0.00399848 -0.00158191 0.00429958 0.00417388 0.00400528 0.0041424 0.00432834 0.00755838 0.000107801 0.00403254 0.00418874 0.00545308 0.00727214
internal_weight=0 316 252 188 132 2606 2549 2418 2351 2247 188 104 2059 1994 134 131
internal_count=2922 316 252 188 132 2606 2549 2418 2351 2247 188 104 2059 1994 134 131
is_linear=0
shrinkage=0.16829


Tree=9942
num_leaves=29
num_cat=0
split_feature=1 52 2 15 3 447 2 1 3 150 1 0 159 3 0 43 16 150 151 11 43 13 43 400 0 0 52 43
split_gain=9.01952 1.82242 1.11829 0.781807 0.853372 0.611365 0.446944 0.237291 0.204034 0.190557 0.15506 0.146817 0.159891 0.215088 0.142481 0.124308 0.102849 0.0989831 0.126797 0.104494 0.0952653 0.113505 0.0898601 0.0758523 0.0729941 0.0727571 0.0882722 0.0674403
threshold=0.10123500000000001 -0.41694999999999993 0.14744000000000002 -0.18498499999999998 -0.026279999999999998 0.085135000000000016 0.098655000000000007 0.11706000000000001 -0.0005399999999999999 1.0000000180025095e-35 0.13074500000000003 -0.081024999999999986 -0.034019999999999988 -0.10337499999999998 -0.034759999999999992 -1.0000000180025095e-35 -0.034004999999999994 0.084380000000000024 -0.010059999999999998 0.074925000000000005 -0.031974999999999996 -0.0076349999999999986 -0.079614999999999977 -0.077824999999999991 -0.075914999999999996 -0.06537999999999998 0.0030150000000000008 0.012835000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 10 7 6 11 -5 14 16 15 17 -13 -14 22 -3 -6 19 -19 23 24 -22 -8 -1 -15 26 -24 -25
right_child=1 2 -4 4 9 -7 8 -9 -10 -11 -12 12 13 20 -16 -17 -18 18 -20 -21 21 -23 25 27 -26 -27 -28 -29
leaf_value=0.0009033163365152738 0.00076074165416090036 0.00012324099448022147 -4.626046770597352e-05 0.00072685893946936085 0.0004798574462761272 0.00042034516386475984 0.00080799006052367697 0.00044501745975067657 0.00048603830493511681 0.00016929914842542501 5.2073992376318972e-05 0.0008779136046215371 0.00053037690795780534 0.00075351053664333436 0.00054688700289271474 0.0003459239344940719 0.00027379647375138673 0.00080046536731903368 0.000592867286110623 0.00095865906003658036 0.00073874968428263297 0.00091496604740687294 0.00053938685508047853 0.00081442068062460035 0.00062047624453402401 0.00076887276801589478 0.0007197272706370775 0.00072957269628775776
leaf_weight=96 94 52 103 88 54 58 103 53 59 88 82 81 60 104 59 59 54 92 52 59 119 64 59 775 88 74 65 128
leaf_count=96 94 52 103 88 54 58 103 53 59 88 82 81 60 104 59 59 54 92 52 59 119 64 59 775 88 74 65 128
internal_value=0 0.000331808 0.000268057 0.000329207 0.000425181 0.000755975 0.000765068 0.000621168 0.000667886 0.000284011 0.000161443 0.000788748 0.000741368 0.000715861 0.000697591 0.000241921 0.000377153 0.000809059 0.000725744 0.000820365 0.000745445 0.00080057 0.000727014 0.000812162 0.00069272 0.000684713 0.000634204 0.000802433
internal_weight=0 727 633 530 337 2195 2137 141 419 196 193 1718 516 435 360 111 108 1202 144 1058 375 183 301 999 192 198 124 903
internal_count=2922 727 633 530 337 2195 2137 141 419 196 193 1718 516 435 360 111 108 1202 144 1058 375 183 301 999 192 198 124 903
is_linear=0
shrinkage=0.0032998


Tree=9943
num_leaves=13
num_cat=0
split_feature=10 15 2 47 1420 14 483 15 403 2 16 15
split_gain=0.196467 0.0773441 0.0510298 0.0487007 0.0455435 0.0421739 0.0373007 0.0408476 0.0581968 0.0506514 0.0301414 0.0137203
threshold=-0.089679999999999982 -0.40992999999999996 0.14561000000000004 0.12958500000000003 -0.082399999999999987 -0.41608999999999996 0.10083000000000002 0.039965000000000007 -0.082299999999999984 0.10362500000000001 -0.47730499999999992 -0.061499999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 -2 7 8 -6 -9 -7 -8
right_child=1 2 -4 -5 6 10 11 9 -10 -11 -12 -13
leaf_value=-0.004324247999677738 0.0038272514934498919 0.0088342471856222744 -0.00060224463269257047 0.00890511718418136 -0.00056151567844540951 0.0010856107902699273 0.0089791806719625687 0.0042807839944890768 0.0035542504136757682 0.0085010739811543518 -0.0044262209807948332 0.0050628891489562728
leaf_weight=85 67 57 63 62 105 59 55 964 1210 89 53 53
leaf_count=85 67 57 63 62 105 59 55 964 1210 89 53 53
internal_value=0 0.00387724 0.00410536 0.00422035 0.00410497 0.000479817 0.00399537 0.0038542 0.00322425 0.00463919 -0.00150663 0.00707393
internal_weight=0 2837 2658 2595 2533 179 2476 2368 1315 1053 112 108
internal_count=2922 2837 2658 2595 2533 179 2476 2368 1315 1053 112 108
is_linear=0
shrinkage=0.16829


Tree=9944
num_leaves=18
num_cat=0
split_feature=4 3 14 0 39 43 11 0 1375 0 156 3 3 4 4 52 133
split_gain=0.139936 0.0499334 0.0451625 0.0652024 0.0491265 0.0426491 0.141864 0.131947 0.0636958 0.0627231 0.0511228 0.0459648 0.0446374 0.0443476 0.050503 0.0395585 0.0127036
threshold=0.31392000000000003 0.13470000000000001 -1.0000000180025095e-35 -0.17127999999999996 0.089285000000000017 -0.22491499999999998 1.0000000180025095e-35 -0.06952499999999999 -0.14057999999999995 -0.18240499999999996 1.0000000180025095e-35 -0.22004999999999997 -0.086284999999999987 -0.39175499999999991 -0.14088999999999999 -0.049669999999999999 0.048695000000000009
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 -5 7 8 16 -7 -10 13 -8 -12 -11 -15 -14 -1
right_child=1 -3 3 4 -6 6 11 -9 9 10 12 -13 15 14 -16 -17 -18
leaf_value=0.0059903303179481924 0.0048359313675224091 -0.0040442627589491126 0.0037712655408171578 -0.0065851620009099113 0.00041303595921843208 -0.0024033282684258264 0.0054960003174099135 -0.0058304025478731845 0.0079530178900196601 0.0081204942984786574 -0.003353788314943281 0.011614978949990952 0.00057672091196616694 -0.0013304738965831159 0.0035733287050674924 0.0055274332879932352 0.0023151092840405486
leaf_weight=56 61 77 65 54 59 54 67 56 84 59 52 76 147 61 1772 67 55
leaf_count=56 61 77 65 54 59 54 67 56 84 59 52 76 147 61 1772 67 55
internal_value=0 -0.00031304 0.000881552 -0.000463507 -0.00291534 0.00343182 0.00361019 0.00081609 0.00328862 0.00342652 0.00324949 0.00876061 0.00105533 0.00355702 0.00340916 0.00213511 0.00418546
internal_weight=0 316 239 178 113 2606 2439 167 2296 2242 2158 143 266 1892 1833 214 111
internal_count=2922 316 239 178 113 2606 2439 167 2296 2242 2158 143 266 1892 1833 214 111
is_linear=0
shrinkage=0.16829


Tree=9945
num_leaves=26
num_cat=0
split_feature=2 12 2 3 42 3 12 42 11 3 376 2 484 49 11 3 42 49 12 133 133 2 52 2 12
split_gain=3.37535 1.4788 0.505674 0.481315 0.353367 0.26167 0.234929 0.134459 0.116814 0.11986 0.11272 0.11269 0.212539 0.149684 0.095331 0.0998847 0.0905857 0.107954 0.0873396 0.0835159 0.0729536 0.0700002 0.0525318 0.052004 0.0387145
threshold=0.12026500000000001 -1.0000000180025095e-35 0.16993500000000003 0.11391500000000002 -0.0047199999999999994 0.18595000000000003 0.093910000000000007 1.0000000180025095e-35 0.089795000000000014 -0.077604999999999993 0.076485000000000011 0.088555000000000009 -0.011659999999999998 -0.026279999999999998 1.0000000180025095e-35 -0.10067 0.094540000000000013 0.065470000000000014 0.083335000000000006 0.0029250000000000005 -0.030214999999999995 0.10043500000000001 0.087790000000000021 0.092725000000000016 0.095815000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 6 -1 16 11 10 9 22 -6 14 23 -14 15 -3 17 -2 -17 -15 -11 -22 24 -13 -8
right_child=2 3 -4 -5 7 -7 8 -9 -10 20 -12 12 13 19 -16 18 -18 -19 -20 -21 21 -23 -24 -25 -26
leaf_value=0.000608731140739803 0.0003893909613838718 0.00057650715225151953 6.2247801176729318e-05 0.00043399372015655622 0.00037720025848194901 0.00016172152676235228 0.00058275393243103243 0.00045747062454326993 0.00049001416361417341 0.00067799348743973571 0.0001775663953203901 0.00072502463397593198 0.0005067899905762366 0.0006192708863612935 0.00085898150402264326 0.00081126494023471042 0.00034334310801133368 0.0005855695578733896 0.00071448630172991706 0.00072189074466994419 0.00060549331373510162 0.00047123987509448378 0.00076622754939254217 0.00087832188231717521 0.00069389098325874023
leaf_weight=84 70 53 74 87 68 54 52 84 60 92 58 53 82 205 59 123 101 57 823 163 141 65 86 53 140
leaf_count=84 70 53 74 87 68 54 52 84 60 92 58 53 82 205 59 123 101 57 823 163 141 65 86 53 140
internal_value=0 0.000648154 0.000305597 0.000675927 0.000427262 0.00036933 0.000685266 0.000354507 0.000631032 0.00064566 0.000285585 0.000706615 0.000667795 0.000636102 0.000726983 0.000719152 0.000418346 0.000477717 0.000727107 0.000664821 0.000598829 0.000563303 0.000695734 0.000802006 0.000663975
internal_weight=0 2631 356 2337 294 282 2250 210 636 576 126 1614 556 450 1058 999 228 127 946 368 298 206 278 106 192
internal_count=2987 2631 356 2337 294 282 2250 210 636 576 126 1614 556 450 1058 999 228 127 946 368 298 206 278 106 192
is_linear=0
shrinkage=0.0032998


Tree=9946
num_leaves=26
num_cat=0
split_feature=1 3 2 4 1 2 1 0 0 39 49 2 3 4 4 13 3 16 3 16 3 50 4 13 13
split_gain=9.8873 1.5793 0.727245 0.688108 0.478996 0.440266 0.310188 0.50866 0.247658 0.220765 0.173678 0.163812 0.161523 0.185637 0.159322 0.180148 0.187514 0.112912 0.107828 0.10433 0.1025 0.0899826 0.113139 0.0732252 0.052465
threshold=0.10442000000000001 -0.06717999999999999 -0.0098549999999999974 0.41939500000000002 0.13612500000000002 0.13154000000000002 0.085780000000000009 -0.09194999999999999 -0.14920999999999998 0.089030000000000012 -1.0000000180025095e-35 0.10523 1.0000000180025095e-35 0.028075000000000006 0.054720000000000012 -0.087074999999999986 -0.12077499999999998 -0.11807499999999999 -0.080349999999999991 -0.084064999999999987 0.3148450000000001 0.08956500000000002 -0.17568999999999999 -0.086804999999999979 -0.049464999999999988
decision_type=2 2 2 2 2 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 11 9 6 8 10 -4 12 -8 -2 -3 -14 15 18 -17 23 -10 -9 -6 22 -21 -16 -23
right_child=1 4 5 -5 20 -7 7 19 14 -11 -12 -13 13 -15 17 16 -18 -19 -20 21 -22 24 -24 -25 -26
leaf_value=0.00056520468924308386 0.00086001811905590049 0.00032639585280515591 0.0011008680522979761 0.00034938769050936642 0.00025077245809950231 0.00059262350970339865 0.00055604047768203363 0.0010202748681218952 0.0010580698324769201 0.00026391162503776945 0.00077928517368945995 0.00063802025858878959 0.0006743439367116607 0.00041963934635504065 0.00078883829193088077 0.00074110115359293414 0.00092157576832338473 0.00071692938404039502 0.00090337742968947543 0.0009549757783929851 8.262368464146239e-05 0.0010060312510993977 0.0007815139421682969 0.00095808513434061991 0.00087003759312169764
leaf_weight=76 96 67 85 57 84 52 74 65 170 94 82 61 55 75 52 69 1027 70 75 59 76 71 157 71 67
leaf_count=76 96 67 85 57 84 52 74 65 170 94 82 61 55 75 52 69 1027 70 75 59 76 71 157 71 67
internal_value=0 0.000427459 0.00088393 0.000661059 0.000316538 0.0008947 0.000901843 0.000835373 0.000925428 0.00039637 0.000673613 0.000773989 0.000459395 0.00052767 0.000915684 0.000928654 0.000910246 0.000825384 0.00101086 0.000895515 0.000171122 0.000872508 0.000829058 0.00088682 0.000940261
internal_weight=0 665 2322 214 451 2246 2194 575 1619 291 156 157 197 130 1534 1341 1096 193 245 419 160 354 216 123 138
internal_count=2987 665 2322 214 451 2246 2194 575 1619 291 156 157 197 130 1534 1341 1096 193 245 419 160 354 216 123 138
is_linear=0
shrinkage=0.0032998


Tree=9947
num_leaves=20
num_cat=0
split_feature=1 10 0 0 1 3 15 0 1456 1429 15 4 4 158 15 16 3 131 0
split_gain=0.115601 0.0811937 0.0652831 0.180073 0.0835727 0.0699571 0.0689262 0.051529 0.049275 0.0696987 0.052231 0.0569554 0.0901102 0.0668876 0.0482233 0.0397541 0.0748696 0.0391574 0.0323752
threshold=0.10442000000000001 -0.00189 -0.13619499999999998 -0.105195 0.13699000000000003 0.0025650000000000004 -0.087284999999999988 0.12583000000000003 -0.15824499999999997 0.087515000000000009 -0.18498499999999998 0.053925000000000008 0.010535000000000001 0.084965000000000027 -0.41725999999999991 -0.071444999999999995 -0.020049999999999995 0.090175000000000019 -0.05461499999999999
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 15 -2 -7 8 -3 10 -10 12 -12 -13 -6 18 17 -17 -5
right_child=2 7 3 4 14 6 -8 -9 9 -11 11 13 -14 -15 -16 16 -18 -19 -20
leaf_value=-0.0030012930434893041 -0.0069139262398135804 0.0080465966172151918 0.011024132025232334 0.0020926275435515355 0.00087560404248547465 -0.0029819516580756465 0.0049687395481933412 -0.00090580158542240144 0.0083569662105206673 -0.0011022453968650512 0.0038550526773849457 -8.0674111207574217e-05 0.010739426608634212 0.0059761283659123055 -0.0058352215364381108 0.0051075413088667136 -0.0042850350293563858 -0.00063058919964741988 0.0079260639810441284
leaf_weight=52 52 77 56 57 54 72 54 66 72 82 1645 203 56 69 68 90 56 53 53
leaf_count=52 52 77 56 57 54 72 54 66 72 82 1645 203 56 69 68 90 56 53 53
internal_value=0 0.00355469 0.00103396 0.00204372 0.000872725 -0.00171861 0.000411229 0.00370567 0.00384458 0.00369161 0.00388471 0.0037206 0.00408275 0.00144919 -0.00285013 0.0023484 0.000918102 0.00296826 0.00491962
internal_weight=0 2322 665 487 431 178 126 2270 2204 2127 2045 1973 1701 272 122 309 199 143 110
internal_count=2987 2322 665 487 431 178 126 2270 2204 2127 2045 1973 1701 272 122 309 199 143 110
is_linear=0
shrinkage=0.16829


Tree=9948
num_leaves=29
num_cat=0
split_feature=1 457 1455 2 2 15 1 151 13 403 0 131 1 52 160 0 4 2 484 43 13 13 0 2 52 1 43 52
split_gain=0.0888024 0.0852518 0.0926051 0.0784573 0.104347 0.0878468 0.140523 0.110511 0.0772266 0.279272 0.0769329 0.0645087 0.077481 0.112617 0.0637823 0.0688721 0.0596954 0.111352 0.0682948 0.0525544 0.0451675 0.0437854 0.0370285 0.0344631 0.0268282 0.039611 0.0234333 0.019962
threshold=0.077375000000000013 -0.085584999999999981 0.080985000000000015 0.08622500000000001 0.096435000000000007 -0.41956999999999994 0.13891000000000003 -0.083899999999999988 -0.088854999999999976 -0.0038999999999999994 0.019150000000000004 0.089415000000000008 0.086005000000000012 -0.081674999999999984 0.0034400000000000008 -0.028049999999999995 -0.085594999999999991 0.084275000000000003 -0.011404999999999998 -0.081139999999999976 -0.0040999999999999986 -0.086304999999999979 -0.081864999999999979 0.091185000000000002 0.26364000000000004 0.10482000000000001 0.00042000000000000007 0.085380000000000025
decision_type=2 2 2 2 2 2 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 10 -5 22 7 -7 9 -1 11 12 -3 -14 15 16 27 -18 19 -19 23 -20 -6 -16 25 -13 -11 -10
right_child=1 2 -4 4 5 6 -8 -9 14 26 -12 24 13 -15 20 -17 17 18 21 -21 -22 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.01682812255481345 0.0081754058460261313 -0.0017741361446950892 0.0082646866408599782 -0.0056752484957512742 0.0015162221186926703 -0.0055520049362198466 -0.008093261956773571 0.002248370210520646 0.0076311931499871448 0.0010504338391024155 -0.0033690808731489052 0.0040244909548986102 0.010622205568118704 0.0032817020223696752 0.0014199910950613822 -0.0032377916321082965 -0.0053729847714906213 0.0028452690742276844 -0.0026156789103561557 0.010400168245040999 0.0091091752511235306 0.0023614419623836621 0.0076858474362213741 0.0061959791147147896 -0.0030199891714509622 -0.0017914372617000118 0.0051351392300309356 0.0038854275621101062
leaf_weight=54 53 64 52 91 55 64 61 261 75 92 65 72 71 367 83 59 53 54 54 52 67 636 57 91 57 61 72 94
leaf_count=54 53 64 52 91 55 64 61 261 75 92 65 72 71 367 83 59 53 54 54 52 67 636 57 91 57 61 72 94
internal_value=0 0.00154395 0.00129126 0.00102052 -0.000433545 0.000520668 -0.000679256 0.000706768 0.00338316 0.00632423 0.00215427 0.00267567 0.00367533 0.0044757 0.00289533 0.00233858 0.00266353 0.00208518 0.00258402 0.0065684 0.00537594 0.00196932 0.00467216 0.0039281 2.50164e-05 0.00134353 0.00285467 0.00555838
internal_weight=0 1451 1398 1346 589 498 386 325 1536 218 757 692 502 438 1318 1077 1018 849 796 106 241 690 112 174 190 133 164 169
internal_count=2987 1451 1398 1346 589 498 386 325 1536 218 757 692 502 438 1318 1077 1018 849 796 106 241 690 112 174 190 133 164 169
is_linear=0
shrinkage=0.16829


Tree=9949
num_leaves=25
num_cat=0
split_feature=15 2 39 0 2 2 2 2 0 15 39 15 0 12 52 52 12 0 12 52 2 12 12 12
split_gain=5.25716 2.96197 1.53398 0.912261 1.03576 0.320549 0.236841 0.251119 0.2159 0.176411 0.172497 0.165717 0.172371 0.179678 0.102706 0.317513 0.0939894 0.13443 0.0817011 0.0689918 0.0421886 0.0291363 0.0290785 0.0458682
threshold=-0.26361999999999991 0.10523 0.0047850000000000011 -0.12851999999999997 0.14132000000000003 -0.007134999999999999 0.072175000000000017 0.082165000000000016 -0.063819999999999988 -0.41956999999999994 0.088850000000000026 -0.14733499999999997 -0.22480499999999998 0.091545000000000015 0.0030150000000000008 -0.44829999999999998 0.093910000000000007 -0.078989999999999991 0.096510000000000012 -1.0000000180025095e-35 0.11426500000000002 0.096475000000000019 0.091495000000000007 0.088725000000000012
decision_type=2 2 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 19 14 -4 8 -8 16 10 20 -9 -13 -14 15 -5 22 -18 -19 -3 -1 -16 23 -2
right_child=1 3 5 4 -6 -7 7 11 -10 -11 -12 12 13 -15 21 -17 17 18 -20 -21 -22 -23 -24 -25
leaf_value=0.00034304757872008566 0.00090153795441577362 0.00045029166197271234 0.00032107403413777293 0.00084123825241712367 0.00034231855332712765 0.00064495348971555671 0.0011180210063295119 0.0010395124311857518 0.00063761220598543104 0.00012356577515292672 0.00020832085289599218 0.00069926005217012482 0.00091579255489690047 0.00082787044496273731 0.00089125558637793566 0.00057501004919851314 0.00063873645769265243 0.00073886543237851072 0.00091720126215197166 0.00030414213030990108 0.00047033037441166772 0.00077933861801212983 0.00093851080870973669 0.00080542389827382033
leaf_weight=53 135 62 53 97 85 92 57 81 64 52 69 55 925 364 55 101 53 52 70 88 70 66 78 110
leaf_count=53 135 62 53 97 85 92 57 81 64 52 69 55 925 364 55 101 53 52 70 88 70 66 78 110
internal_value=0 0.000800803 0.000855388 0.000585059 0.000666756 0.000526813 0.00087868 0.000900797 0.000820293 0.000295123 0.000341402 0.000892083 0.000883172 0.000890992 0.000753095 0.000705613 0.0008437 0.000780278 0.000841478 0.000364785 0.000415771 0.000830501 0.000877952 0.000858529
internal_weight=0 2743 2189 554 404 145 2044 1482 562 244 192 1425 1344 1289 319 198 498 175 122 150 123 121 323 245
internal_count=2987 2743 2189 554 404 145 2044 1482 562 244 192 1425 1344 1289 319 198 498 175 122 150 123 121 323 245
is_linear=0
shrinkage=0.0032998


Tree=9950
num_leaves=29
num_cat=0
split_feature=2 13 151 1213 1447 133 1 9 2 13 51 1 1 13 15 42 475 51 42 13 52 52 49 2 13 42 133 16
split_gain=0.140132 0.126239 0.12494 0.12207 0.108327 0.101453 0.10772 0.0890281 0.123073 0.0867137 0.109259 0.103239 0.17467 0.0838405 0.0777273 0.0681941 0.0667739 0.0649978 0.0627789 0.0757742 0.0678532 0.0599354 0.0393552 0.0376099 0.0333639 0.0294378 0.0283629 0.0276053
threshold=0.090485000000000024 -0.09194999999999999 0.10280000000000002 -0.016744999999999999 -0.085804999999999979 0.017095000000000003 0.14195000000000002 0.08542000000000001 -0.007134999999999999 -0.0015099999999999998 0.046060000000000011 0.079440000000000024 0.11215000000000001 0.057990000000000007 -0.0039399999999999991 0.083595000000000017 -0.085684999999999997 0.108005 0.087325000000000014 -0.085234999999999991 -0.0083399999999999985 -0.052874999999999991 -0.052284999999999991 0.10498 0.001665 0.079335000000000003 0.092550000000000007 -0.079394999999999979
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 -3 6 9 8 -6 11 13 23 -13 14 -11 -5 -10 22 19 -7 -20 -15 -18 25 -21 -2 -22 -28
right_child=2 4 -4 15 7 18 -8 -9 16 10 -12 12 -14 21 -16 -17 17 -19 20 24 26 -23 -24 -25 -26 -27 27 -29
leaf_value=0.015020200131705011 -0.002064754234571896 -0.0028548668294398473 -0.0063348704291449204 0.00084120720415144256 -0.0025067136450924944 0.011822544534107603 -0.0061877139081560175 0.0098237552494305526 0.0088432454052076153 0.0016316319207971889 0.008451022022665778 -0.011733803525380226 0.00057676782509088456 0.0015944366903540346 0.0096181090923281084 0.0084505789854113049 0.0072484114194328554 -0.0020039921024390906 -0.0020576559372515874 0.0019576545357048547 0.0073591676673480655 -0.0053777174317910124 0.0036470992250379249 0.0053568243658241787 0.0071845175498017298 0.0028470490410272458 -8.918845388258954e-05 0.0048323284024201956
leaf_weight=53 69 71 52 55 88 53 56 68 76 101 87 52 87 85 53 87 95 54 71 78 53 59 1038 63 64 69 56 74
leaf_count=53 69 71 52 55 88 53 56 68 76 101 87 52 87 85 53 87 95 54 71 78 53 59 1038 63 64 69 56 74
internal_value=0 0.00407467 0.00173667 0.00810836 0.00354556 0.00207937 0.000917536 0.00386708 0.00356593 0.00146883 0.00319904 -0.000485081 -0.0040157 0.00165971 0.00439189 0.00551594 0.00399046 0.00367824 0.00409629 0.00637279 0.00234151 -0.00124973 0.00395065 0.00194755 0.00432608 0.000378129 0.00405811 0.00269847
internal_weight=0 1685 1282 195 1490 1230 781 1419 1351 725 385 340 139 298 154 142 1263 1187 449 195 254 144 1133 201 142 138 183 130
internal_count=2967 1685 1282 195 1490 1230 781 1419 1351 725 385 340 139 298 154 142 1263 1187 449 195 254 144 1133 201 142 138 183 130
is_linear=0
shrinkage=0.16829


Tree=9951
num_leaves=18
num_cat=0
split_feature=1213 403 8 1208 457 124 475 51 15 15 16 52 13 403 15 16 13
split_gain=0.0802555 0.114649 0.0806203 0.0709208 0.0640342 0.0643167 0.0469636 0.0490711 0.0581847 0.0424139 0.0482363 0.0420123 0.0393339 0.0329651 0.0397394 0.0321054 0.027089
threshold=-0.011799999999999998 -0.092059999999999989 1.0000000180025095e-35 0.10233500000000001 -0.10142499999999997 -0.087264999999999981 -0.0029899999999999996 -0.085764999999999994 -0.011959999999999998 0.13954000000000003 -0.23389999999999997 0.10955000000000002 -0.013049999999999997 -0.012799999999999999 0.085355000000000014 -0.090344999999999995 -0.011514999999999999
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 7 12 -9 10 -8 13 -7 14 -3 -15 -17
right_child=2 11 -4 -5 5 6 9 8 -10 -11 -12 -13 -14 15 -16 16 -18
leaf_value=0.011711799408130682 -0.0038846733182565725 0.0032463130103766984 0.0079102888933014655 0.0080114457446189349 -0.0027863023866545565 0.0092990176356479194 0.0038164228136329816 0.0040801100865494417 -0.00126522931959023 -0.0025005562407945489 0.0015502871373356236 -0.00076950086726802834 0.0038494604672976193 0.006349968708678504 0.0094717739663271704 -8.2811499303275284e-05 0.0045675859825681673
leaf_weight=57 53 56 68 55 76 66 327 181 84 62 1467 53 91 59 63 92 57
leaf_count=57 53 56 68 55 76 66 327 181 84 62 1467 53 91 59 63 92 57
internal_value=0 0.00465968 0.00218496 0.00202609 0.00188858 0.00201933 0.00218045 0.00378686 0.00237896 0.00181423 0.00196435 0.00359713 0.0061518 0.00431037 0.00655724 0.00301626 0.00168414
internal_weight=0 437 2530 2462 2407 2354 2278 422 265 1856 1794 380 157 327 119 208 149
internal_count=2967 437 2530 2462 2407 2354 2278 422 265 1856 1794 380 157 327 119 208 149
is_linear=0
shrinkage=0.16829


Tree=9952
num_leaves=29
num_cat=0
split_feature=1 3 2 2 1 39 2 13 4 4 3 3 16 4 2 16 16 13 16 1 1 159 156 3 42 13 160 4
split_gain=8.90413 2.07395 1.26475 0.69545 0.585988 0.615493 0.500928 0.344178 0.279431 0.205875 0.306115 0.205354 0.189333 0.161513 0.141011 0.133562 0.13081 0.12258 0.108655 0.106428 0.135302 0.101842 0.0839474 0.101089 0.100178 0.0711833 0.0480615 0.0475984
threshold=0.10331000000000003 -0.036264999999999992 0.14253500000000002 0.11426500000000002 0.092395000000000019 0.055555000000000007 0.091290000000000024 -1.0000000180025095e-35 -0.016894999999999997 -0.14994999999999997 0.085090000000000013 -0.11017499999999998 -0.034004999999999994 0.024470000000000002 0.11366500000000002 -0.40430999999999989 0.41580500000000004 -0.07298499999999998 0.0054050000000000009 0.12765500000000005 0.11215000000000001 0.082200000000000009 0.081990000000000021 -0.096099999999999977 0.083785000000000012 -0.079604999999999995 -0.060659999999999992 0.053330000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 7 11 6 8 9 19 17 -1 18 -2 -9 14 21 -15 -17 -6 22 20 -3 25 23 -11 -24 -8 -27 -13
right_child=1 2 -4 -5 5 -7 13 12 -10 10 -12 27 -14 15 -16 16 -18 -19 -20 -21 -22 -23 24 -25 -26 26 -28 -29
leaf_value=0.0011428687570338876 0.00097022658694745063 0.00030194991796825038 1.4511360700959641e-05 0.00047373952276708677 0.00080880187145229872 0.00045834990423538561 0.00098491087349408834 0.00070731517488602594 0.00069626443281441694 0.00087953445669954598 0.00072405850703364779 0.00081186327863616483 0.00044384940632776371 0.00090743033115845133 0.0007701931965647666 0.00065574468477963554 0.00086368682764428949 0.0010129843206766428 0.00087259701548754681 0.00026620285860871944 0.00051998539152487257 0.0010703401040367429 0.001187428668554267 0.00099161946415769167 0.00099772929781624707 0.00080253915697004949 0.00090945611504024339 0.00067092849303081528
leaf_weight=82 73 57 95 87 52 53 102 66 80 105 54 59 56 78 74 90 55 95 98 77 71 52 52 822 86 74 166 56
leaf_count=82 73 57 95 87 52 53 102 66 80 105 54 59 56 78 74 90 55 95 98 77 71 52 52 822 86 74 166 56
internal_value=0 0.000495517 0.000350049 0.000718616 0.00092204 0.000779966 0.000942013 0.000447422 0.000854902 0.000980411 0.000969436 0.00083175 0.000586669 0.000869778 0.000905153 0.00079538 0.000734862 0.000940996 0.000980799 0.000364381 0.000423167 0.000930411 0.000990722 0.000978962 0.00106947 0.000909032 0.000876637 0.000743541
internal_weight=0 697 422 275 2270 280 1990 327 227 1299 1217 188 122 691 468 223 145 147 1163 205 128 394 1065 927 138 342 240 115
internal_count=2967 697 422 275 2270 280 1990 327 227 1299 1217 188 122 691 468 223 145 147 1163 205 128 394 1065 927 138 342 240 115
is_linear=0
shrinkage=0.0032998


Tree=9953
num_leaves=40
num_cat=0
split_feature=1 2 9 15 2 1 1 2 15 1 2 150 52 2 1 1 133 133 52 49 42 133 52 2 15 15 15 133 42 1 52 42 133 474 2 133 15 42 49
split_gain=7.12836 1.37875 0.939468 0.73201 0.540409 0.424562 0.245856 0.43535 0.244923 0.223423 0.222665 0.210964 0.152586 0.130291 0.116996 0.149708 0.116182 0.126097 0.106322 0.0954328 0.129629 0.103855 0.0924226 0.0681285 0.055922 0.0488043 0.209957 0.0452615 0.0630467 0.0832669 0.0452376 0.040688 0.0347867 0.0330773 0.0323135 0.0293429 0.0373011 0.0259224 0.00254841
threshold=0.10331000000000003 0.14132000000000003 -1.0000000180025095e-35 -0.077474999999999988 0.091290000000000024 0.08864000000000001 0.12381000000000002 0.10334500000000001 -1.0000000180025095e-35 0.087055000000000007 -0.0098549999999999974 0.10233000000000002 0.11122500000000002 0.17553000000000005 0.11097000000000001 0.12257000000000003 0.070495000000000016 0.091785000000000019 -0.063199999999999992 -0.011165 -0.0086449999999999982 0.066685000000000008 -0.014264999999999998 0.087445000000000009 -0.06723999999999998 -0.028079999999999997 0.039965000000000007 -0.084544999999999981 0.083120000000000013 0.091000000000000011 0.095870000000000011 0.088760000000000019 -0.10066499999999999 0.084510000000000016 0.10043500000000001 -0.081654999999999991 0.084735000000000019 0.096160000000000009 0.091860000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 6 9 16 7 -4 -7 12 -11 14 19 -3 -5 -16 25 -18 -9 23 35 22 -22 -1 -19 32 -27 -12 29 -29 -28 -30 -6 -23 -26 -21 -37 -33 -34
right_child=1 13 3 11 5 8 -8 18 -10 10 27 -13 -14 -15 15 -17 17 24 -20 20 21 33 -24 -25 34 26 30 28 31 -31 -32 37 38 -35 -36 36 -38 -39 -40
leaf_value=0.00093336272916044283 0.00021293231824602246 0.00027686225158923285 0.00080626546253535325 0.00069075447550596698 0.00076392143842438965 0.00045970091853463643 0.00031600001967563637 0.00033749448335514533 0.00077538342037820538 0.00065304299962668096 0.00096317653391141242 0.00056034438059337512 0.00080809135378054353 6.2299531695128525e-05 0.00098300214320479716 0.00073943131557393247 0.00098989287918377659 0.00092930002182809595 0.0005295507340193382 0.00096068417522031456 0.00093231801886977392 0.00092194305522946992 0.0010767602288297012 0.00076613366591651822 0.00085460840653172785 0.00057473326514629166 0.0007517737383942693 0.00071297140947109035 0.0009796588611881798 0.00089615321407640223 0.00088795978422324907 0.00081798964541749341 0.00089736824260954471 0.0010242326075978832 0.00075735264520346258 0.00093780566838714424 0.00084414484737857184 0.0009107521097459863 0.0008416558604158787
leaf_weight=64 74 67 52 76 62 57 68 56 52 57 62 56 94 58 57 57 87 61 76 98 69 189 207 52 89 53 54 64 53 52 66 76 54 52 84 95 122 84 61
leaf_count=64 74 67 52 76 62 57 68 56 52 57 62 56 94 58 57 57 87 61 76 98 69 189 207 52 89 53 54 64 53 52 66 76 54 52 84 95 122 84 61
internal_value=0 0.000491947 0.000560583 0.000612171 0.000873598 0.000802846 0.000486766 0.000549684 0.000610625 0.000910612 0.000848157 0.000740492 0.000937431 0.000177587 0.000793403 0.000861526 0.000834019 0.000880347 0.000448339 0.000950218 0.000962935 0.000995807 0.00104078 0.000858702 0.000839468 0.000791429 0.000749899 0.00087651 0.000860071 0.000795391 0.00082697 0.00089513 0.000831822 0.00094416 0.00080759 0.000908872 0.000885311 0.00086691 0.000868123
internal_weight=0 697 572 498 2270 780 252 184 109 1490 448 246 1042 125 190 114 671 321 132 948 832 517 276 116 234 350 173 391 329 116 120 213 177 241 173 315 217 160 115
internal_count=2967 697 572 498 2270 780 252 184 109 1490 448 246 1042 125 190 114 671 321 132 948 832 517 276 116 234 350 173 391 329 116 120 213 177 241 173 315 217 160 115
is_linear=0
shrinkage=0.0032998


Tree=9954
num_leaves=31
num_cat=0
split_feature=4 123 147 4 16 49 150 42 376 16 14 49 4 16 4 42 133 16 4 4 474 42 4 16 16 133 16 133 130 403
split_gain=3.80231 1.02284 0.485739 0.236028 0.180081 0.158306 0.221857 0.145044 0.137452 0.136564 0.198254 0.131118 0.272651 0.119832 0.392104 0.102768 0.130032 0.114123 0.0879479 0.127644 0.113087 0.0855629 0.0833199 0.159373 0.0626668 0.0426024 0.0385536 0.0325063 0.0157999 0.00859392
threshold=0.31392000000000003 1.0000000180025095e-35 0.090060000000000015 -0.069389999999999993 -0.085454999999999989 -0.047409999999999994 0.084475000000000008 0.083120000000000013 0.076485000000000011 -0.41776999999999992 -0.46025499999999991 -0.032374999999999994 0.5567700000000001 0.0011450000000000004 -0.088484999999999994 0.082495000000000013 -0.0063799999999999994 -0.095264999999999989 0.020110000000000006 -0.018964999999999999 0.084510000000000016 0.087505000000000013 -0.44205499999999992 0.058455000000000007 -0.48652999999999996 0.087400000000000019 0.26900000000000007 -0.07248499999999998 -0.016449999999999996 -0.0044549999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 15 6 -5 -8 -3 11 -11 -2 -13 14 -6 16 28 -17 19 21 -21 -7 26 -24 -20 -26 -15 -16 -1 -19
right_child=9 8 -4 5 13 18 7 -9 -10 10 -12 12 -14 22 27 17 -18 29 24 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00088026647803660443 0.00023825167087607735 0.00056902974801224717 0.00040265083488776895 0.00045172894114909055 0.00049316313628467302 0.00061517047361363633 0.00057182641869165101 0.00077844864632644673 0.00036426504884452284 0.00036033041803939478 7.6345693476534608e-05 0.0005474711402824198 0.00026613186643950143 0.00091796578938957419 0.00081191349895980581 0.0010171993579593714 0.00062950301267613315 0.00086198237144706773 0.00075688161612468333 0.0007343151458532207 0.00085535451946300626 0.00072811564537160847 0.00085808607195394712 0.00060768435689192708 0.00067062706474036241 0.00057796949362048976 0.00080021586046809549 0.00072867365971551919 0.00078854453593447797 0.00078633138286553336
leaf_weight=52 61 58 53 67 83 140 72 81 98 56 52 84 69 54 70 52 53 52 69 342 118 170 52 63 191 86 96 361 58 54
leaf_count=52 61 58 53 67 83 140 72 81 98 56 52 84 69 54 70 52 53 52 69 342 118 170 52 63 191 86 96 361 58 54
internal_value=0 0.000700405 0.000716673 0.000723491 0.000759626 0.000693712 0.000611646 0.000681445 0.000440621 0.000320414 0.000223923 0.000368946 0.000420823 0.000732124 0.000702117 0.000826257 0.000766525 0.000887657 0.000709859 0.00072997 0.000765441 0.000677222 0.000790193 0.000721216 0.000665001 0.000641987 0.000842841 0.000742275 0.000832224 0.000823776
internal_weight=0 2645 2489 2436 1100 1336 220 153 156 322 108 214 153 779 514 321 163 158 1116 770 460 310 265 115 346 277 150 431 110 106
internal_count=2967 2645 2489 2436 1100 1336 220 153 156 322 108 214 153 779 514 321 163 158 1116 770 460 310 265 115 346 277 150 431 110 106
is_linear=0
shrinkage=0.0032998


Tree=9955
num_leaves=25
num_cat=0
split_feature=447 43 133 11 13 481 0 1 13 13 0 0 472 13 131 131 1 133 13 13 0 13 13 13
split_gain=0.0764868 0.0711527 0.219928 0.08109 0.0981707 0.0829368 0.0702404 0.0613154 0.0673682 0.0978236 0.0769863 0.0564888 0.0575905 0.0381144 0.0371704 0.0583497 0.0343793 0.0632325 0.0605876 0.0341211 0.0547868 0.031154 0.0386228 0.0264192
threshold=0.091410000000000005 -0.074874999999999983 -0.031084999999999998 0.088160000000000002 -0.088484999999999994 -0.084709999999999994 -0.083694999999999978 0.13130500000000003 0.0031100000000000004 -0.011809999999999999 -0.065229999999999996 -0.096109999999999987 -0.06241 -0.092844999999999997 0.10695000000000002 0.11871500000000001 0.078705000000000011 -0.081844999999999987 -0.18997999999999995 0.25137000000000004 -0.082494999999999985 -0.051009999999999993 0.084770000000000026 -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 2 2
left_child=1 2 -1 4 6 -6 16 8 9 11 19 13 -13 -4 21 -16 17 -3 -18 20 -10 23 -23 -7
right_child=-2 3 7 -5 5 14 -8 -9 10 -11 -12 12 -14 -15 15 -17 18 -19 -20 -21 -22 22 -24 -25
leaf_value=-0.0073015365468426215 -0.0022682503059319463 0.0024300009137339976 0.00340286750388351 0.010000478119908229 0.011705209879458108 0.0064992959395007788 -0.0016082896491696741 -0.00093524563387583086 0.010232065941642615 -0.0016484415196917892 0.012140109388315039 -0.00066287141161027645 0.0051283474344102874 -0.0028103797279496784 0.011806260211100024 0.0039517138024946028 0.0047485642200547551 0.010088230446850855 -0.0022102058539719889 0.0012679750430734009 0.0029713252404426358 0.0055676700903006388 0.0015012624680620324 0.0024609756817588783
leaf_weight=55 54 76 59 81 54 57 103 78 56 102 53 53 525 53 55 54 82 52 62 55 64 741 74 255
leaf_count=55 54 76 59 81 54 57 103 78 56 102 53 53 525 53 55 54 82 52 62 55 64 741 74 255
internal_value=0 0.00410295 0.00307261 0.00478232 0.00452739 0.00522507 0.00212257 0.0035939 0.00394201 0.00320371 0.00649875 0.00392358 0.00459421 0.000446629 0.00494051 0.0079315 0.00354196 0.00555519 0.00173995 0.00477996 0.00637464 0.00464963 0.00520065 0.0032045
internal_weight=0 2899 1153 1746 1665 1290 375 1098 1020 792 228 690 578 112 1236 109 272 128 144 175 120 1127 815 312
internal_count=2953 2899 1153 1746 1665 1290 375 1098 1020 792 228 690 578 112 1236 109 272 128 144 175 120 1127 815 312
is_linear=0
shrinkage=0.16829


Tree=9956
num_leaves=28
num_cat=0
split_feature=1 40 2 16 2 10 1 159 1213 16 39 1 2 1212 2 2 2 16 2 16 133 1 16 2 1 159 2
split_gain=4.6858 0.73838 0.714368 0.488576 0.484584 0.268836 0.213214 0.179449 0.176407 0.171934 0.163271 0.141064 0.127319 0.125519 0.105887 0.0771372 0.0759912 0.0976408 0.0898166 0.0598462 0.0643345 0.0453426 0.0378371 0.0359978 0.0309209 0.0299711 0.015397
threshold=0.10921500000000002 -0.034699999999999988 0.17553000000000005 0.31625000000000009 0.099185000000000009 1.0000000180025095e-35 0.09258000000000001 0.078065000000000009 0.010565000000000001 0.51165500000000008 0.089155000000000012 0.099765000000000006 0.12068000000000001 0.091640000000000013 -1.0000000180025095e-35 0.11203000000000002 0.08784500000000002 0.0033900000000000002 0.072175000000000017 -0.049824999999999994 0.017095000000000003 0.098395000000000024 0.056515000000000003 0.10384 0.11947500000000001 0.10662500000000001 0.085355000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 8 7 -1 10 13 11 15 12 22 14 -3 -2 18 -18 -16 20 26 -11 23 -6 -17 -9 -10
right_child=2 4 -4 -5 9 -7 -8 25 19 21 -12 -13 -14 -15 16 24 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.00057083273046291082 0.0005340037214052564 0.00055623465079946701 -6.9009976969812135e-07 0.00059201763079001052 0.00069938512779317173 9.9600748795752219e-05 0.00031288310576453604 0.00017381429278976869 0.0008380461553496065 0.00062023256692122608 0.00023929806284262201 0.0003937618311393885 0.00041742390788467281 0.0005565556855764974 0.00066816957470815642 0.00033213947103708814 0.00063202143599527653 0.000729016463126317 0.0007403051385226504 0.00087919892513554931 0.00065418036716920604 0.00076027367869043892 0.00053599370578241007 0.0005912958885455268 0.0004462050333740034 0.00028704609751109604 0.00075089451800874364
leaf_weight=61 68 69 69 81 56 57 84 52 56 59 56 64 53 91 325 55 396 168 504 52 59 52 80 112 57 55 62
leaf_count=61 68 69 69 81 56 57 84 52 56 59 56 64 53 91 325 55 396 168 504 52 59 52 80 112 57 55 62
internal_value=0 0.000650567 0.00031279 0.000357833 0.000665252 0.000310322 0.000421643 0.000345237 0.000690331 0.000571289 0.000396271 0.000536261 0.000566443 0.000677545 0.000685051 0.000444912 0.000691407 0.000660976 0.000712068 0.000776885 0.000746628 0.000686155 0.000598148 0.000627535 0.000390505 0.000232347 0.000792553
internal_weight=0 2403 550 481 2258 400 145 343 1782 476 236 365 301 1553 1462 180 1393 564 829 229 177 111 248 168 112 107 118
internal_count=2953 2403 550 481 2258 400 145 343 1782 476 236 365 301 1553 1462 180 1393 564 829 229 177 111 248 168 112 107 118
is_linear=0
shrinkage=0.0032998


Tree=9957
num_leaves=16
num_cat=0
split_feature=12 1186 159 159 482 481 12 12 12 3 133 159 42 1 394
split_gain=0.0879967 0.0624523 0.0613927 0.144928 0.105607 0.0591009 0.0452314 0.0629649 0.100037 0.0520324 0.0304395 0.0277823 0.0158613 0.0150936 0.012894
threshold=0.14472000000000004 0.021560000000000003 0.080875000000000016 0.090550000000000005 0.085205000000000017 -0.085504999999999984 -0.10468499999999999 -0.083979999999999985 -0.063029999999999989 -0.072649999999999978 0.085285000000000014 0.11813500000000002 0.083785000000000012 0.084955000000000017 -0.086414999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 11 -1 -7 10 -9 -10 -8 12 13 -5 -3
right_child=-2 14 3 4 -6 6 7 8 9 -11 -12 -13 -14 -15 -16
leaf_value=0.0085462622095515677 -0.0023192085059692024 0.0097665809262654692 -0.0042177554289779158 0.0026694350619638372 -0.0030695179924276144 0.0081337732761797132 -0.0026257768263965647 0.010834163857119189 0.004269459469249285 0.0022631470944810173 0.0025916597044499073 0.0024560741080055367 0.0083452047804075374 0.0065089120212504245 0.0059311357591157569
leaf_weight=81 66 54 88 52 58 70 60 59 1531 487 67 96 59 72 53
leaf_count=81 66 54 88 52 58 70 60 59 1531 487 67 96 59 72 53
internal_value=0 0.00387882 0.00372403 0.0018546 0.00344559 0.00406064 0.00390007 0.00376479 0.00398724 0.00378617 0.000112583 0.00480642 0.00602958 0.0049133 0.00788357
internal_weight=0 2887 2780 425 337 2355 2274 2204 2077 2018 127 279 183 124 107
internal_count=2953 2887 2780 425 337 2355 2274 2204 2077 2018 127 279 183 124 107
is_linear=0
shrinkage=0.16829


Tree=9958
num_leaves=26
num_cat=0
split_feature=4 43 12 12 12 4 48 52 3 11 475 2 43 2 2 16 3 3 12 52 4 3 16 403 12
split_gain=0.0883834 0.079422 0.121332 0.0653898 0.0648512 0.0648099 0.0645699 0.0676855 0.0665138 0.0870669 0.0622161 0.056196 0.0612626 0.0505019 0.0611709 0.0633882 0.0481558 0.0651432 0.0632281 0.0418495 0.0413596 0.033437 0.0324376 0.0313687 0.0181692
threshold=-0.047714999999999987 -0.12118 0.086445000000000008 0.096385000000000012 -1.0000000180025095e-35 -0.44205499999999992 0.13127500000000003 0.51371000000000011 -0.15963499999999997 0.077165000000000025 -0.0070399999999999994 0.084725000000000009 -0.011534999999999998 -0.084369999999999987 0.093470000000000011 -0.49057499999999993 -0.080854999999999996 -0.082714999999999997 0.088055000000000008 -0.015539999999999998 -0.081204999999999986 -0.088734999999999994 -0.074029999999999999 -0.085164999999999977 0.089165000000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 10 7 8 -2 13 -6 12 20 -10 19 -16 17 21 -18 -15 -7 -13 -20 -14 -25
right_child=6 4 3 -5 5 11 -8 -9 9 -11 -12 16 23 14 15 -17 18 -19 22 -21 -22 -23 -24 24 -26
leaf_value=0.007306813620373674 -0.0027195471069005992 -0.00060277460443010225 -0.0066278523714400819 0.0014256951213931282 0.0051297003928407019 0.01050207410250849 -0.0035277897100591082 -0.0027797865914627011 -0.0019152046593627009 0.009713654428339883 0.01242890826330758 0.0010794808141489133 0.00075582522641059167 0.0026661164358584245 0.0051597653562562599 0.00079111418138506722 0.0098612063416376027 -0.0026726961263600774 0.0064603225238185989 0.0051835905608302504 0.0055084400454315004 0.0051601977458320169 0.0014745450059352784 0.0068650429786251896 0.0031603053004544716
leaf_weight=54 61 62 54 60 75 101 52 66 64 52 61 109 62 382 117 488 60 68 61 375 92 122 97 89 69
leaf_count=54 61 62 54 60 75 101 52 66 64 52 61 109 62 382 117 488 60 68 61 375 92 122 97 89 69
internal_value=0 0.00415381 0.000727414 -0.00237338 0.00466253 0.00497045 0.00229438 0.00248413 0.00271104 0.00293639 0.00841682 0.00446453 0.00593362 0.00268799 0.00290562 0.00163893 0.0032875 0.00189118 0.00519439 0.00391559 0.008131 0.00324244 0.0034108 0.00399775 0.00525852
internal_weight=0 1296 168 114 1128 1066 1657 1605 1539 1478 136 930 413 1426 1362 605 517 299 218 757 193 231 158 220 158
internal_count=2953 1296 168 114 1128 1066 1657 1605 1539 1478 136 930 413 1426 1362 605 517 299 218 757 193 231 158 220 158
is_linear=0
shrinkage=0.16829


Tree=9959
num_leaves=22
num_cat=0
split_feature=1 1 40 16 147 0 40 12 2 4 0 12 1 1455 0 151 0 1 4 12 0
split_gain=4.33976 0.737629 0.473053 0.384368 0.268794 0.204903 0.193537 0.168834 0.162314 0.202161 0.189321 0.162024 0.147024 0.12181 0.102901 0.0938381 0.129343 0.0805112 0.0755192 0.0625104 0.0451037
threshold=0.10921500000000002 0.13662500000000002 -0.034699999999999988 0.31625000000000009 0.087170000000000011 -0.14920999999999998 -0.025204999999999995 -1.0000000180025095e-35 0.10043500000000001 -0.22295999999999996 -0.067664999999999989 0.086445000000000008 0.08346000000000002 0.083055000000000018 -0.074679999999999983 -0.065174999999999983 -0.071524999999999991 0.084675000000000014 0.48395000000000005 0.092995000000000008 -0.073254999999999987
decision_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 12 7 5 17 -3 14 9 -7 13 -10 -1 -11 -2 -9 -17 -4 -8 -13 -21
right_child=1 6 4 -5 -6 8 18 15 11 10 -12 19 -14 -15 -16 16 -18 -19 -20 20 -22
leaf_value=0.00060174162173256933 0.0001685946072882551 3.2023956035671014e-07 0.000881489286030684 0.00063592692769165991 0.00047932656521116604 0.00083890921483943204 0.00031707733813854416 0.00030891920688738044 0.00045582401802501325 0.0006771598767523016 0.00047043858596037912 0.00072144847408831035 0.00038134516169069621 0.00054553480992209128 0.00036154081169449735 0.00055820551249167441 0.00034447181149895923 0.00071788988463738178 0.00013920842434986155 0.00051334500885832468 0.000626718574459639
leaf_weight=53 66 66 60 64 90 76 53 62 75 1411 55 66 92 84 57 74 55 83 53 52 206
leaf_count=53 66 66 60 64 90 76 53 62 75 1411 55 66 92 84 57 74 55 83 53 52 206
internal_value=0 0.000320594 0.000645669 0.000402161 0.000657438 0.000664816 0.000141132 0.000354402 0.000656186 0.000670993 0.000662737 0.000595755 0.000462147 0.000669788 0.000258295 0.000416108 0.000467352 0.000786779 0.000228475 0.000628037 0.000604005
internal_weight=0 550 2403 378 2258 2168 172 314 2025 1626 1550 399 145 1495 123 191 129 143 106 324 258
internal_count=2953 550 2403 378 2258 2168 172 314 2025 1626 1550 399 145 1495 123 191 129 143 106 324 258
is_linear=0
shrinkage=0.0032998


Tree=9960
num_leaves=19
num_cat=0
split_feature=39 1 10 133 1429 1456 1456 3 3 39 43 151 13 13 3 50 43 1
split_gain=0.184809 0.0875156 0.0612796 0.0655148 0.0559215 0.0872551 0.0776433 0.0459762 0.107049 0.0414527 0.0410481 0.03703 0.0434 0.108631 0.0512689 0.0351424 0.034534 0.0133037
threshold=0.12081000000000001 0.094775000000000012 -0.15491499999999997 -0.0045649999999999987 -0.068264999999999978 -0.15824499999999997 -0.07730999999999999 -0.11749 -0.14884499999999998 0.085505000000000012 1.0000000180025095e-35 0.077805000000000013 -0.086004999999999984 -0.23438999999999996 0.099330000000000016 0.09660500000000001 0.024055000000000003 0.11277000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 10 -1 -6 -7 8 -8 16 -4 12 13 -5 15 -14 -9 -16
right_child=-2 2 3 11 5 6 7 9 -10 -11 -12 -13 14 -15 17 -17 -18 -19
leaf_value=-0.0015768489033271549 -0.0069232944856110808 0.0071780189049311521 -0.0057403698697190975 0.0034937718206305706 0.010122981206710688 -0.00091109674479548128 0.0044308402501891568 0.0036304873605051261 -0.0050977846019337521 0.0086708688314145951 0.00073687073981116419 0.005881930077173499 0.003924186718499951 -0.0061211575423044014 -0.0029548466424510764 -0.00041662487313951955 0.0057352951014217552 0.00083278050180034778
leaf_weight=55 53 53 56 68 61 100 93 1339 52 56 54 60 305 65 52 63 269 52
leaf_count=55 53 53 56 68 61 100 93 1339 52 56 54 60 305 65 52 63 269 52
internal_value=0 0.00309614 0.00163461 0.0012532 0.00369285 0.00384089 0.00363921 0.00389174 0.00100129 0.00414254 -0.0025443 0.00188406 0.00148461 -0.00119175 0.00224255 0.00317618 0.00398371 -0.00104376
internal_weight=0 2853 828 775 2025 1970 1909 1809 145 1664 110 665 605 133 472 368 1608 104
internal_count=2906 2853 828 775 2025 1970 1909 1809 145 1664 110 665 605 133 472 368 1608 104
is_linear=0
shrinkage=0.16829


Tree=9961
num_leaves=19
num_cat=0
split_feature=2 1373 39 0 14 16 52 16 16 0 456 0 1 3 160 1454 132 160
split_gain=0.149404 0.0765584 0.0670126 0.0635996 0.183735 0.0776822 0.0808578 0.0775262 0.114984 0.0610608 0.0544981 0.0540713 0.0537323 0.0749664 0.0535852 0.0544453 0.049275 0.0220864
threshold=0.25063000000000007 0.086635000000000004 -0.0091949999999999983 -0.095199999999999993 0.020750000000000005 -0.055004999999999991 -0.070529999999999995 -0.071129999999999985 -0.075724999999999987 -0.087809999999999985 0.088285000000000016 -0.089364999999999986 0.11430000000000001 -0.013714999999999998 0.12231000000000002 0.083660000000000026 0.094915000000000013 0.50626000000000015
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 12 -7 8 9 11 14 -5 13 -4 15 -9 -11 -16
right_child=-2 -3 3 7 -6 6 -8 10 -10 16 -12 -13 -14 -15 17 -17 -18 -19
leaf_value=0.0086502070490817456 -0.006336920256896382 -0.0037945225492386401 0.00012658985024438884 0.0042730866624591758 0.0086731486312886467 0.00019467973004328265 -0.008071273028385716 0.0018725922814835608 0.010829077693334117 0.0025442671900176824 0.0074361996378049392 0.011146711187646497 -0.0022224627375528878 0.0053309699854473336 0.0079666384430185713 -0.0035986273478322605 0.0078762559023397485 0.0030775366385963621
leaf_weight=53 54 52 197 87 80 75 60 1034 70 589 54 53 101 131 54 54 54 54
leaf_count=53 54 52 197 87 80 75 60 1034 70 589 54 53 101 131 54 54 54 54
internal_value=0 0.00258929 0.00270849 0.0025932 0.00112547 5.16864e-05 -0.00346577 0.0030418 0.00428095 0.00369325 0.00219477 0.00688808 0.00116277 0.00221065 0.00195662 0.00159939 0.00299485 0.00553872
internal_weight=0 2852 2800 2747 644 564 135 2103 853 783 1250 140 429 328 1196 1088 643 108
internal_count=2906 2852 2800 2747 644 564 135 2103 853 783 1250 140 429 328 1196 1088 643 108
is_linear=0
shrinkage=0.16829


Tree=9962
num_leaves=13
num_cat=0
split_feature=39 33 34 13 13 42 158 14 1456 3 13 3
split_gain=0.110199 0.0474218 0.0486083 0.0485097 0.0791468 0.0897241 0.0638339 0.0620208 0.0710111 0.0653455 0.0494014 0.0382974
threshold=0.12081000000000001 0.084855000000000014 -0.066379999999999981 -0.088554999999999981 -0.42246499999999992 0.073240000000000013 -0.45783499999999994 -1.0000000180025095e-35 -0.15824499999999997 0.10021000000000001 -0.091149999999999995 -0.080594999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -6 -5 -8 -9 -10 11 -7
right_child=-2 -3 3 6 5 10 7 8 9 -11 -12 -13
leaf_value=-0.002122725007524633 -0.0055781252970104637 0.0072070811116008186 0.0058073978056429765 -0.0024828106257268894 -0.0056703325182974719 0.00024984701054200508 0.0071906199405537309 0.0083060930229252525 0.0025477783611507435 -0.0016778303490679691 -0.003472220238537924 0.0043738561762172255
leaf_weight=76 53 52 71 70 72 165 83 58 1932 109 60 105
leaf_count=76 53 52 71 70 72 165 83 58 1932 109 60 105
internal_value=0 0.00215761 0.00206322 0.00218063 0.000626232 -0.00028438 0.00250631 0.00266718 0.00248746 0.00232123 0.000885292 0.00186028
internal_weight=0 2853 2801 2725 473 402 2252 2182 2099 2041 330 270
internal_count=2906 2853 2801 2725 473 402 2252 2182 2099 2041 330 270
is_linear=0
shrinkage=0.16829


Tree=9963
num_leaves=25
num_cat=0
split_feature=1 1 16 14 52 10 16 2 123 14 0 16 49 0 16 0 133 133 0 0 52 42 12 1
split_gain=4.0359 1.00673 0.659679 0.384668 0.318765 0.23592 0.193985 0.213896 0.1758 0.158538 0.132787 0.17588 0.200335 0.122207 0.118242 0.110469 0.092787 0.135969 0.0862397 0.0740626 0.0545673 0.0531771 0.0316376 0.0225673
threshold=0.12072500000000001 0.095920000000000019 0.39813000000000004 0.073890000000000011 0.12484500000000003 -0.088499999999999981 -0.010749999999999997 0.10457000000000001 1.0000000180025095e-35 -0.10523499999999998 -0.064994999999999983 0.066010000000000013 0.082820000000000019 -0.096109999999999987 -0.40430999999999989 -0.17127999999999996 0.086100000000000024 -0.0082649999999999998 -0.07223499999999998 -0.08824499999999999 -0.032354999999999988 0.088380000000000014 0.088965000000000002 0.10651500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 8 6 -2 7 -3 10 -7 13 -12 -13 16 -11 -9 17 -1 -8 22 -16 -21 -15 -4
right_child=5 2 23 -5 -6 9 18 15 -10 14 11 12 -14 19 20 -17 -18 -19 -20 21 -22 -23 -24 -25
leaf_value=0.000723940918253567 9.5808900313503777e-05 0.00062245071506324926 0.00073139889154430807 0.00095011148182717463 0.00067654326886229022 0.0001698091336156149 0.00023577791560601901 0.00052021955798822132 0.00052101556659707882 0.00029024141443792717 0.00052123961686929279 0.00079731564197570788 0.00054699088876855118 0.00081506803500012873 0.00036712705976164596 0.00032360802736242962 0.00078741832053278295 0.00055974296711373589 0.00042726910375582612 0.00074415916609985272 0.00051642822656091335 0.00069420229194349758 0.00072838077011086976 0.00083610524880913949
leaf_weight=102 55 98 53 77 87 52 52 60 53 99 86 101 55 190 52 68 55 127 53 761 61 378 74 57
leaf_count=102 55 98 53 77 87 52 52 60 53 99 86 101 55 190 52 68 55 127 53 761 61 378 74 57
internal_value=0 0.000686897 0.000558054 0.000719919 0.00049799 0.000293314 0.000450953 0.000505704 0.000710959 0.000334327 0.000716159 0.000642605 0.000709286 0.00072669 0.000374515 0.000416045 0.000663056 0.000633033 0.000332771 0.000739546 0.000448035 0.000727611 0.000790903 0.000785976
internal_weight=0 2587 528 2059 418 319 331 226 1982 264 1929 242 156 1687 212 128 284 229 105 1403 113 1139 264 110
internal_count=2906 2587 528 2059 418 319 331 226 1982 264 1929 242 156 1687 212 128 284 229 105 1403 113 1139 264 110
is_linear=0
shrinkage=0.0032998


Tree=9964
num_leaves=23
num_cat=0
split_feature=45 10 0 16 402 402 402 11 16 49 0 47 12 15 12 3 12 0 15 13 16 3
split_gain=0.0891207 0.0857788 0.0558994 0.0746044 0.0784635 0.159134 0.113481 0.0494733 0.0565467 0.0655623 0.0765751 0.0581989 0.0768965 0.0415315 0.0413439 0.0387642 0.0354418 0.0553215 0.113716 0.0829241 0.0343171 0.029381
threshold=1.0000000180025095e-35 -0.089679999999999982 -0.095199999999999993 -0.087589999999999987 0.088470000000000007 0.10937000000000001 0.022145000000000001 1.0000000180025095e-35 -0.50318999999999992 -0.054319999999999993 -0.14259999999999998 0.088995000000000005 0.085495000000000015 0.11447500000000001 -0.084509999999999988 0.10514500000000002 0.085425000000000015 -0.088659999999999989 0.085550000000000015 -0.0099999999999999985 0.054560000000000004 -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 -1 7 16 6 -6 13 8 15 10 -10 12 -11 14 -5 -3 21 -18 19 -19 -15 -4
right_child=-2 2 3 4 5 -7 -8 -9 9 11 -12 -13 -14 20 -16 -17 17 18 -20 -21 -22 -23
leaf_value=-0.0033713981312402047 0.0090936543736352266 0.0057612872165511949 0.00038089366039859821 -0.0020879446613781731 0.011865059481735524 0.0013107797004436135 -0.0059781841326175828 0.0044378843901412505 0.0074961449265792072 -0.0052316929684451483 -0.0010916022243074148 0.0025861023575884119 0.0011301849295696511 0.0018643496235920128 0.0024893757962001339 -1.316903284667125e-05 0.0017507002660699302 0.015225159665226466 0.0026915875351315641 0.0061892668280357629 -0.0036377790196665547 0.0052361922180347836
leaf_weight=80 52 76 84 58 68 101 52 93 52 166 67 62 79 64 1284 57 75 57 93 60 64 62
leaf_count=80 52 76 84 58 68 101 52 93 52 166 67 62 79 64 1284 57 75 57 93 60 64 62
internal_value=0 0.00205258 0.00220965 0.00262881 0.00212307 0.0055681 0.00173936 0.000842717 0.00024138 -0.000700898 0.00264593 -0.00200406 -0.00317298 0.00201358 0.00229021 0.00327301 0.00460889 0.00570597 0.00711 0.0106067 -0.000872679 0.00245504
internal_weight=0 2854 2774 2122 1691 169 1522 652 559 426 119 307 245 1470 1342 133 431 285 210 117 128 146
internal_count=2906 2854 2774 2122 1691 169 1522 652 559 426 119 307 245 1470 1342 133 431 285 210 117 128 146
is_linear=0
shrinkage=0.16829


Tree=9965
num_leaves=24
num_cat=0
split_feature=1 2 15 2 49 14 0 15 2 49 49 1 0 1455 1212 1211 15 0 1 52 52 160 0
split_gain=9.49339 1.72718 0.791936 0.699554 0.484424 0.423025 0.466138 0.395105 0.301563 0.282061 0.248429 0.166019 0.147666 0.134277 0.157743 0.2788 0.127163 0.122314 0.0903033 0.0818396 0.0689507 0.0781282 0.14991
threshold=0.10749500000000002 0.11917500000000002 -0.24211499999999997 0.097005000000000022 -0.04695499999999999 0.056865000000000006 -0.195045 -0.063834999999999989 -0.080859999999999974 -0.014479999999999998 0.065470000000000014 0.13486500000000004 -0.074309999999999973 0.083760000000000015 0.041590000000000009 0.076895000000000019 -0.046109999999999991 0.12503500000000004 0.085880000000000026 0.39985000000000009 -0.53473999999999988 0.0088350000000000008 -0.073374999999999982
decision_type=2 2 2 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 -1 10 -8 -5 11 -3 -6 14 18 -16 -14 19 -10 20 -11 22 -22
right_child=1 7 4 9 12 -7 8 -9 13 17 -12 -13 16 -15 15 -17 -18 -19 -20 -21 21 -23 -24
leaf_value=0.00061754418184847045 0.00032714205521154209 0.00033684228729165169 0.00043123327368954688 0.00063035080037313453 0.00062940021451468706 0.0011557136580267119 0.00068516382197670699 -1.9104962157987108e-05 0.00097552996634282362 0.00093464813299706773 0.00047021834909563278 9.8261740356612971e-05 0.00094098024377338744 0.00080178526554264252 0.00077881351853474644 0.00099983074878060192 0.0007178170755630268 0.000676001945067689 0.00091225186751561012 0.00097290117443678975 0.00067034746943770112 0.00089344846649706789 0.00084347108357409387
leaf_weight=56 97 59 62 96 55 85 56 60 885 61 57 70 64 83 160 105 53 54 373 52 92 92 145
leaf_count=56 97 59 62 96 55 85 56 60 885 61 57 70 64 83 160 105 53 54 373 52 92 92 145
internal_value=0 0.00042283 0.000578532 0.000894459 0.000682591 0.000926893 0.000915552 0.000213185 0.000925572 0.000795618 0.000288306 0.000207653 0.000772991 0.000933932 0.000941111 0.000866519 0.00084019 0.000827535 0.000956796 0.000845968 0.000828953 0.000809249 0.000776416
internal_weight=0 577 331 2395 234 1803 1718 246 1662 592 186 129 172 1606 1523 265 117 496 1258 442 390 329 237
internal_count=2972 577 331 2395 234 1803 1718 246 1662 592 186 129 172 1606 1523 265 117 496 1258 442 390 329 237
is_linear=0
shrinkage=0.0032998


Tree=9966
num_leaves=18
num_cat=0
split_feature=4 3 40 2 2 14 0 4 4 4 4 2 2 133 14 16 0
split_gain=4.24553 1.33548 0.919639 0.444043 0.375498 0.309129 0.369714 0.318706 0.172802 0.16402 0.134497 0.131132 0.393404 0.113725 0.0716728 0.121094 0.0542082
threshold=0.27998000000000006 0.28833000000000003 -0.034699999999999988 0.13751000000000005 0.11835000000000002 0.064610000000000015 -0.13165999999999997 0.0019650000000000002 0.065755000000000008 0.5567700000000001 -0.4950449999999999 -0.0050599999999999994 0.098655000000000007 0.017095000000000003 -1.0000000180025095e-35 -0.54150999999999994 -0.095909999999999981
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 9 5 6 7 -4 10 14 -8 -1 -13 -6 -2 -16 -10
right_child=3 -3 4 -5 13 -7 8 -9 16 -11 -12 12 -14 -15 15 -17 -18
leaf_value=0.00028174085297251347 0.00044900925847847695 0.00016002139678238409 0.00034028938082617682 1.7263098055559322e-05 0.00038803961011833976 0.00085302493937566663 0.00079260659601868109 0.0006593307688870472 0.00061254434595141771 0.00014121724359355289 0.00067228031549391965 0.0006961456965416513 0.00034677127500125463 0.00059059156304846496 0.00041612149552487432 0.00019793280972864839 0.00048029233797348226
leaf_weight=52 54 65 72 86 68 95 111 66 95 56 1772 56 96 57 53 60 58
leaf_count=52 54 65 72 86 68 95 111 66 95 56 1772 56 96 57 53 60 58
internal_value=0 0.000627924 0.000639617 0.000219128 0.000657767 0.000667507 0.000659384 0.00049313 0.000670636 0.00029682 0.000679392 0.000426447 0.00047572 0.000480685 0.000348787 0.000300581 0.00056264
internal_weight=0 2663 2598 309 2394 2269 2174 138 2036 223 1883 204 152 125 167 113 153
internal_count=2972 2663 2598 309 2394 2269 2174 138 2036 223 1883 204 152 125 167 113 153
is_linear=0
shrinkage=0.0032998


Tree=9967
num_leaves=15
num_cat=0
split_feature=2 9 106 48 52 3 3 52 11 150 13 48 3 133
split_gain=0.12274 0.0956014 0.085876 0.102843 0.0862612 0.0718593 0.0954605 0.140535 0.0642067 0.0612269 0.0509869 0.0531681 0.0658554 0.0257282
threshold=0.11917500000000002 0.09011000000000001 0.085650000000000018 -0.087924999999999989 0.51668500000000006 -0.15870999999999996 -0.096099999999999977 -0.029304999999999998 0.085630000000000026 0.11247500000000001 -0.094609999999999986 0.085790000000000019 -0.0070649999999999992 0.031880000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 8 7 -7 -5 -8 -2 12 13 -12
right_child=10 -3 -4 4 -6 6 9 -9 -10 -11 11 -13 -14 -15
leaf_value=0.010146949873769193 -0.0038499792395674881 -0.0034612727701157594 -0.0035240529562451397 0.010994795919179155 0.0081798055226089371 -0.0056096272360654387 0.0027269152722723838 0.0025973263524682495 0.0028801889894751213 0.0082922923804547126 -0.0010532680778691033 0.0043031235598667908 -0.0056610100936503585 0.0041053455672775113
leaf_weight=57 99 68 57 55 85 97 1944 151 57 58 57 78 57 52
leaf_count=57 99 68 57 55 85 97 1944 151 57 58 57 78 57 52
internal_value=0 0.0027546 0.00292034 0.00306776 0.00290212 0.00271144 0.00250308 -0.000605407 0.00688108 0.00288905 -0.000626065 0.000674636 -0.00101949 0.00139124
internal_weight=0 2629 2561 2504 2447 2362 2250 248 112 2002 343 244 166 109
internal_count=2972 2629 2561 2504 2447 2362 2250 248 112 2002 343 244 166 109
is_linear=0
shrinkage=0.16829


Tree=9968
num_leaves=21
num_cat=0
split_feature=1 52 1 123 3 4 4 0 11 3 4 0 1 4 42 150 0 0 3 4
split_gain=26.2422 3.9771 2.84469 1.66908 1.38459 0.868336 0.849723 0.703617 0.581425 0.372626 0.338468 0.162803 0.18455 0.160207 0.127227 0.118208 0.114303 0.0825422 0.0303399 0.0108106
threshold=0.10509 -0.40011499999999994 0.13472500000000001 0.080635000000000012 -0.031895 0.25367000000000006 0.046185000000000004 0.056895000000000008 0.079700000000000007 0.094635000000000011 0.42405000000000009 -0.089179999999999995 0.083670000000000008 -0.080689999999999984 0.088630000000000014 0.08486500000000001 -0.11656999999999999 -0.063819999999999988 0.0025650000000000004 0.51973500000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 5 -3 7 8 9 13 -4 12 16 14 -1 18 -8 -15 -6 -12
right_child=1 2 10 -5 15 -7 11 -9 -10 -11 19 -13 -14 17 -16 -17 -18 -19 -20 -21
leaf_value=0.0048301118937849712 0.0047197072985696968 0.0045164812147743105 0.0037296444837857014 0.0043157515778956728 0.0038767075894515753 0.0040186635172995318 0.0048623039276845022 0.0045148655399766058 0.0051174070286988081 0.0045550564882101546 0.0033793201662198681 0.0044799078229580541 0.0044903470070293836 0.0047881737595371031 0.0049830917045322817 0.0037739207806820538 0.0046465515744144974 0.0046519439329906348 0.0040061067356181321 0.0034958810505381988
leaf_weight=458 73 90 81 96 63 70 53 100 66 74 54 99 60 1070 88 74 94 71 86 52
leaf_count=458 73 90 81 96 63 70 53 100 66 74 54 99 60 1070 88 74 94 71 86 52
internal_value=0 0.00399224 0.00389901 0.00474571 0.00406256 0.00429891 0.00476418 0.00479027 0.00480533 0.00479361 0.00356385 0.00459972 0.00465686 0.00480406 0.00485483 0.00389282 0.00472458 0.00477973 0.00395163 0.00343683
internal_weight=0 643 570 2329 383 160 2233 1927 1827 1761 187 306 207 1687 546 223 147 1141 149 106
internal_count=2972 643 570 2329 383 160 2233 1927 1827 1761 187 306 207 1687 546 223 147 1141 149 106
is_linear=0
shrinkage=0.0032998


Tree=9969
num_leaves=23
num_cat=0
split_feature=4 40 13 4 14 51 159 16 52 14 13 4 42 475 4 16 124 4 403 16 133 16
split_gain=3.00244 0.709254 0.489879 0.316872 0.179726 0.177525 0.165924 0.148739 0.169587 0.12907 0.12455 0.233539 0.236352 0.12175 0.119944 0.15626 0.11564 0.0542871 0.053251 0.0530258 0.0405902 0.00735429
threshold=0.27998000000000006 -0.034699999999999988 -0.27740999999999993 0.028075000000000006 0.073890000000000011 0.041320000000000003 0.088690000000000005 -0.53870999999999991 0.12345000000000002 -0.42227999999999993 -0.0058249999999999994 -0.083614999999999981 -1.0000000180025095e-35 -0.087994999999999976 0.074650000000000008 -0.041434999999999993 -0.078224999999999989 0.24099500000000004 -0.53447999999999996 -0.42170999999999997 -0.0041949999999999991 -0.12080999999999999
decision_type=2 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 16 14 -2 9 -9 13 20 -13 -4 15 -5 -1 21 -15 -11 -12 -16
right_child=7 2 3 6 -6 -7 -8 8 -10 19 11 12 -14 18 17 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00039592101768576375 0.00039336650201531471 0.00037035492677753214 0.00050521876719009204 0.00054499898409268862 0.00080359784014441104 0.00026847115073891907 0.00068220650447571184 0.00031092030904888892 0.00038488902252543152 0.00017175578204668246 0.00058239742054939372 0.00060502406936006144 0.00041402692642530687 0.00057253415769643521 0.00064502066328313225 0.00031927030584686977 0.00058275263856392501 0.00047960754194434119 0.00067198071857789605 3.440070688398045e-05 0.00068662413451533696 0.00057889220503589615
leaf_weight=80 73 82 55 69 79 60 76 53 54 77 55 205 110 67 53 67 69 55 1173 52 248 60
leaf_count=80 73 82 55 69 79 60 76 53 54 77 55 205 110 67 53 67 69 55 1173 52 248 60
internal_value=0 0.000606404 0.00062215 0.00063084 0.00064759 0.000421351 0.000542942 0.000262568 0.00022196 0.000173425 0.000641129 0.000601931 0.000538438 0.000659807 0.00050801 0.000434053 0.000482677 0.00056767 0.000666636 0.000116661 0.000667821 0.00061022
internal_weight=0 2663 2454 2372 1992 209 380 309 236 182 1913 618 315 1295 304 136 149 168 1240 129 303 113
internal_count=2972 2663 2454 2372 1992 209 380 309 236 182 1913 618 315 1295 304 136 149 168 1240 129 303 113
is_linear=0
shrinkage=0.0032998


Tree=9970
num_leaves=18
num_cat=0
split_feature=123 483 13 403 13 1209 130 157 52 39 4 1446 13 4 52 42 52
split_gain=0.115055 0.0874018 0.090827 0.0818143 0.101252 0.081843 0.0782036 0.06751 0.0932053 0.0653235 0.0642591 0.0617484 0.0342981 0.0456041 0.0195173 0.0488239 0.012954
threshold=0.09394000000000001 0.085850000000000024 -0.27740999999999993 -0.54643499999999989 -0.011809999999999999 0.086895000000000014 0.0016050000000000003 -0.081889999999999991 0.14295500000000003 0.084720000000000004 0.046185000000000004 0.088415000000000007 -0.082419999999999979 -0.0086549999999999978 0.092320000000000013 -0.091889999999999986 0.12411500000000002
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 -9 10 -5 12 13 -3 15 -8 -14
right_child=-2 11 3 4 6 -7 14 8 -10 -11 -12 -13 16 -15 -16 -17 -18
leaf_value=0.0010707633130291948 0.00066778842959179226 0.0089609625453892679 0.00011904766733147766 0.0074005837242839901 -0.00027078740392859596 0.013099767056875907 0.0062226869007283182 0.0055720115329611943 -0.00074191497634381329 0.011430840255723206 0.0041758401813939278 0.0044625948544002357 0.010087864068417838 0.015908811590037406 0.0051400561730075931 0.011556001655376827 0.0066029661002384782
leaf_weight=97 101 53 59 971 77 70 111 664 73 95 217 64 72 58 63 90 60
leaf_count=97 101 53 59 971 77 70 111 664 73 95 217 64 72 58 63 90 60
internal_value=0 0.00646601 0.0061453 0.00634226 0.00649256 0.00746521 0.00527011 0.00444866 0.00494418 0.00715639 0.00681306 0.00916267 0.0103932 0.0126076 0.00779612 0.00861968 0.00851743
internal_weight=0 2894 2587 2490 2431 1353 1078 814 737 1283 1188 307 243 111 264 201 132
internal_count=2995 2894 2587 2490 2431 1353 1078 814 737 1283 1188 307 243 111 264 201 132
is_linear=0
shrinkage=0.16829


Tree=9971
num_leaves=23
num_cat=0
split_feature=1 15 16 123 2 2 15 1 131 15 51 2 15 13 2 42 1 2 51 39 157 42
split_gain=3.83147 0.828787 0.564676 0.454099 0.345815 0.291463 0.213622 0.136625 0.155606 0.148725 0.150968 0.141304 0.113126 0.100276 0.0979325 0.0979198 0.0967159 0.0917296 0.0903722 0.0751476 0.0720457 0.0356411
threshold=0.10398500000000001 -0.2987999999999999 0.51041000000000014 0.081630000000000022 1.0000000180025095e-35 -1.0000000180025095e-35 -0.43091499999999999 0.089245000000000005 0.090545000000000014 0.089955000000000021 -0.0093849999999999992 0.12336000000000001 -0.16749999999999998 -0.098524999999999988 0.14253500000000002 0.086855000000000016 0.11215000000000001 0.090485000000000024 0.11178000000000002 0.087880000000000014 -0.085474999999999982 0.090385000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 4 7 5 -3 19 11 9 10 -9 12 -1 15 16 -14 -6 -12 20 -2 -15 -11
right_child=1 2 -4 -5 14 -7 -8 8 -10 21 17 -13 13 18 -16 -17 -18 -19 -20 -21 -22 -23
leaf_value=0.00086762157656209327 0.00037177454138411951 0.00038252440342416948 0.0007393569308186673 0.00045334509752587411 0.00031379892700796812 0.00068640014269224657 7.3509435659058136e-05 0.00069265108930722185 0.00077246750930377579 0.0006335518785096642 0.000569388065653683 0.00056561022281919303 0.00090527769309451929 0.00080058712879044257 0.00025719029124006009 0.00070723170766484004 0.00047407107272385397 0.00038947911430029512 0.0005947387297286172 0.00022180354789452255 0.00070853452742109262 0.00074829214040938031
leaf_weight=58 86 58 82 83 75 87 60 59 88 59 71 68 61 106 72 54 96 58 75 66 1397 76
leaf_count=58 86 58 82 83 75 87 60 59 88 59 71 68 61 106 72 54 96 58 75 66 1397 76
internal_value=0 0.000412607 0.000489936 0.000694199 0.000437133 0.000565093 0.000241003 0.000703147 0.000647897 0.00061385 0.000552943 0.000715612 0.000721417 0.000716387 0.000360633 0.000812589 0.000403982 0.000488772 0.000709354 0.000306887 0.00071505 0.000698407
internal_weight=0 682 470 2313 388 145 212 2230 411 323 188 1819 1751 1693 243 115 171 129 1578 152 1503 135
internal_count=2995 682 470 2313 388 145 212 2230 411 323 188 1819 1751 1693 243 115 171 129 1578 152 1503 135
is_linear=0
shrinkage=0.0032998


Tree=9972
num_leaves=29
num_cat=0
split_feature=4 3 150 14 48 156 158 4 16 484 16 16 52 3 13 16 3 3 4 15 151 13 13 52 13 155 4 52
split_gain=6.02984 1.75555 0.941725 0.647201 0.434125 0.316466 0.315641 0.31423 0.423493 0.240096 0.232398 0.221481 0.267356 0.471345 0.166765 0.208761 0.158705 0.147944 0.11023 0.0988458 0.0958658 0.0869712 0.118288 0.105466 0.0678705 0.0787787 0.0613238 0.0258591
threshold=0.31392000000000003 -0.065134999999999985 0.08882000000000001 -0.42227999999999993 0.118025 0.091280000000000014 0.08673500000000002 -9.4999999999999992e-05 0.0054050000000000009 -0.084674999999999986 -0.044939999999999987 -0.0071849999999999995 -0.41694999999999993 -0.10175499999999998 -0.15941999999999998 -0.43491999999999992 0.088880000000000015 -0.011629999999999998 -0.079939999999999983 -0.0088349999999999974 -0.068254999999999996 -0.098524999999999988 -0.09194999999999999 0.30506000000000005 -0.078724999999999976 0.097355000000000011 -0.010574999999999999 -0.034409999999999989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -2 5 7 9 8 10 19 -3 21 24 -14 -5 20 17 -9 -8 -1 -16 -11 -23 -24 -13 -26 -15 -20
right_child=3 2 -4 14 -6 -7 18 16 -10 11 -12 12 13 26 15 -17 -18 -19 27 -21 -22 22 23 -25 25 -27 -28 -29
leaf_value=0.0009087999951417835 0.0006364384307055484 0.00068072849203807805 0.00037056869632470297 0.00040796938884467282 0.00044679553037009061 0.00097508818545207496 0.0011098826027019742 0.00076039783420256814 0.00081504101821170479 0.00098983917388164797 0.0004160059504307945 0.00097269399344518512 0.00047765634350628849 0.0007410764362054406 0.00018130796684196745 4.4490059645062099e-05 0.00065766864729743877 0.00096525876588212137 0.00087560367909326228 0.0010833974346077266 0.0003619800966019965 0.00074362304466618579 0.00088430132809284401 0.0007744984800289738 0.00074281050128738129 0.0008962753035972748 0.00086089970487764728 0.00098260310747633325
leaf_weight=91 65 65 96 68 56 63 66 75 95 65 84 57 69 113 56 55 53 85 52 64 78 89 896 113 65 97 91 73
leaf_count=91 65 65 96 68 56 63 66 75 95 65 84 57 69 113 56 55 53 85 52 64 78 89 896 113 65 97 91 73
internal_value=0 0.000820061 0.000673901 0.000341882 0.000724395 0.000754223 0.000869129 0.000723698 0.000642177 0.000855529 0.000531725 0.000843745 0.000784315 0.000714697 0.000267246 0.000216429 0.000816919 0.00086945 0.000997823 0.000981119 0.000286738 0.000868856 0.000861662 0.000872039 0.000870938 0.000834917 0.0007947 0.000938373
internal_weight=0 2673 672 322 576 520 2001 457 244 1810 149 1655 492 273 257 189 213 160 191 155 134 1163 1098 1009 219 162 204 125
internal_count=2995 2673 672 322 576 520 2001 457 244 1810 149 1655 492 273 257 189 213 160 191 155 134 1163 1098 1009 219 162 204 125
is_linear=0
shrinkage=0.0032998


Tree=9973
num_leaves=23
num_cat=0
split_feature=12 3 43 4 4 150 15 13 3 12 1213 42 15 0 50 1447 12 4 1213 15 4 4
split_gain=0.110299 0.120391 0.0850254 0.0822754 0.0953781 0.125544 0.116949 0.0871877 0.0603527 0.0912446 0.0761446 0.0883107 0.137432 0.0726551 0.0500113 0.0490219 0.0383209 0.0337101 0.0272755 0.022444 0.0205844 0.0144773
threshold=0.023990000000000004 -0.11151499999999999 -0.10761 -0.14595999999999995 -0.010909999999999998 0.085360000000000005 -0.10059999999999998 -0.14022999999999999 -0.036264999999999992 0.082425000000000012 -0.068874999999999978 0.082115000000000007 0.085465000000000013 -0.13409999999999997 0.076980000000000007 -0.085574999999999984 0.084735000000000019 0.008570000000000003 0.23509000000000002 0.084735000000000019 -0.013049999999999997 -0.07879499999999999
decision_type=2 2 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 6 7 -6 9 -2 11 19 -13 -12 -4 -15 20 -7 -18 -11 -17 -14
right_child=8 2 3 4 5 17 -8 -9 -10 10 13 12 21 15 -16 16 18 -19 -20 -21 -22 -23
leaf_value=-0.002748605652240024 0.013544760207931453 0.011056044552956303 0.010797002938678588 -0.0016351391825622644 0.0096662370362917884 0.0030987972957480718 0.01124112697614052 0.0024715659770454534 0.0010863802038863989 0.0099493120042967922 0.0019261429830861084 -0.005039339974600399 0.0032089154839610402 0.0034932498013208859 0.0040871758355705183 0.012389850807131141 0.0072060292431148877 -0.0025740191194849808 0.01093413775255799 0.0055991920881263554 0.0083035134435659325 0.0067210754275194816
leaf_weight=60 58 62 84 83 64 52 94 192 52 65 72 55 73 87 52 70 1370 69 60 76 79 66
leaf_count=60 58 62 84 83 64 52 94 192 52 65 72 55 73 87 52 70 1370 69 60 76 79 66
internal_value=0 0.00448656 0.00506623 0.00452541 0.00360913 0.00453709 0.00615268 0.00427725 0.0067921 0.00693048 0.00674456 0.00440751 0.00206535 0.00719399 0.00824469 0.00742057 0.00763582 -0.000121267 0.00736371 0.00761731 0.0102353 0.00488949
internal_weight=0 812 752 690 554 471 350 256 2183 2131 2073 335 194 1738 136 1666 1579 121 1430 141 149 139
internal_count=2995 812 752 690 554 471 350 256 2183 2131 2073 335 194 1738 136 1666 1579 121 1430 141 149 139
is_linear=0
shrinkage=0.16829


Tree=9974
num_leaves=20
num_cat=0
split_feature=15 12 2 2 150 15 12 2 2 1213 403 0 0 12 39 2 15 2 2
split_gain=2.2153 1.18912 0.417154 0.386681 0.395343 0.295341 0.174706 0.118631 0.14015 0.0860902 0.0996093 0.077083 0.111682 0.094417 0.0738537 0.0737865 0.0621197 0.0539625 0.0950166
threshold=-0.2987999999999999 0.056995000000000011 0.13388500000000003 0.14253500000000002 1.0000000180025095e-35 -0.43091499999999999 -0.086254999999999984 0.072175000000000017 0.10859000000000001 0.12389500000000002 -0.54282999999999992 -0.108275 -0.098749999999999991 0.11697000000000002 0.089155000000000012 0.096080000000000013 -1.0000000180025095e-35 0.099435000000000009 0.086275000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 9 4 6 14 -2 -8 16 10 -3 17 -13 -14 -1 -6 -9 18 -12
right_child=1 2 -4 -5 15 -7 7 8 -10 -11 11 12 13 -15 -16 -17 -18 -19 -20
leaf_value=0.00037348540937299867 0.00042333949094133349 0.00049576663209869535 0.00032741860722101013 0.00020969636545363599 0.00042076503331080239 4.5370733975191891e-05 0.00044470903702851903 0.00059210701983521922 0.0004934064918642164 0.00072847766885052276 0.0005046747240044021 0.00078625198439257631 0.00063406967020587313 0.00048821568559820772 0.00022578678649603863 0.00028494182695617263 0.00072495913587037231 0.00046693958842388761 0.00069827221863005297
leaf_weight=95 101 67 52 62 94 62 56 71 73 93 59 53 1651 52 63 86 97 52 56
leaf_count=95 101 67 52 62 94 62 56 71 73 93 59 53 1651 52 63 86 97 52 56
internal_value=0 0.000583323 0.000620768 0.000458352 0.000484963 0.000239041 0.000543169 0.0005838 0.000615974 0.000628074 0.000623364 0.000627792 0.000634384 0.000629637 0.000314816 0.000356067 0.000669023 0.000558266 0.000599255
internal_weight=0 2775 2135 640 578 220 398 297 241 2083 1990 1923 1756 1703 158 180 168 167 115
internal_count=2995 2775 2135 640 578 220 398 297 241 2083 1990 1923 1756 1703 158 180 168 167 115
is_linear=0
shrinkage=0.0032998


Tree=9975
num_leaves=32
num_cat=0
split_feature=4 47 150 13 47 1 1456 16 457 4 14 42 42 4 403 16 13 43 52 52 13 474 43 1 16 4 4 4 16 16 133
split_gain=0.134895 0.146536 0.132771 0.114657 0.111497 0.0944997 0.122085 0.117885 0.0945038 0.147378 0.203127 0.0793538 0.0897982 0.0644958 0.0522337 0.0820366 0.0526942 0.1503 0.05154 0.0456287 0.045291 0.0423811 0.0366023 0.0351294 0.062327 0.0346145 0.0336981 0.0380539 0.027061 0.0252853 0.0205228
threshold=-0.021269999999999997 0.077735000000000012 0.082085000000000019 -0.089359999999999981 0.11224000000000002 0.080545000000000019 -0.013064999999999998 -0.33811499999999994 0.08351500000000002 0.046185000000000004 -0.46025499999999991 0.084185000000000024 -1.0000000180025095e-35 -9.4999999999999992e-05 -0.13252999999999998 -0.080324999999999994 0.065520000000000009 -0.12118 -0.27957499999999996 -0.0064899999999999992 -0.0023899999999999993 0.086675000000000016 -0.037954999999999996 0.11319000000000001 -0.50069999999999992 -0.08645499999999999 -0.036839999999999991 -0.39175499999999991 -0.0069549999999999985 -0.083144999999999983 0.086265000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -3 20 6 -2 23 9 13 -11 12 19 -9 15 -1 17 -16 -18 -8 -5 28 -17 -7 -25 -20 27 -19 30 -29 -13
right_child=1 3 -4 4 -6 7 11 8 -10 10 -12 21 -14 -15 16 22 18 26 25 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31 -32
leaf_value=0.013696110752611639 -9.7485112830024098e-05 0.015710241008835071 0.015822594469545211 0.0073249458355008779 0.0022289382329315258 0.0088490065776035288 0.009506615903537555 0.0026732678876602075 -0.0045337038231714017 0.0046856906151483283 -0.010039225489605726 0.0071199105278095818 0.013133301292552677 0.0099031806162899593 -0.0025017347481687828 0.0042727015610026977 0.0053315750352748974 0.0095575659827843076 0.0088293239277245777 0.0038615174075565602 0.013263524231941286 0.009097551700879121 0.0098886432609922165 0.000476113399014435 0.0072338703565583157 0.014484252615573526 0.010554349682234324 0.0073185308537638176 0.001302222328360659 0.005305018170838208 0.003107816193193795
leaf_weight=84 87 52 52 94 90 69 77 84 76 54 52 74 90 61 53 71 66 99 78 89 62 52 64 70 88 54 61 282 84 513 75
leaf_count=84 87 52 52 94 90 69 77 84 76 54 52 74 90 61 53 71 66 99 78 89 62 52 64 70 88 54 61 282 84 513 75
internal_value=0 0.00516146 0.0074415 0.00850272 0.00697187 0.00431756 0.00573344 0.0027093 0.000657721 0.00223678 -0.0025209 0.00667446 0.0088331 0.00572721 0.0071344 0.00954476 0.00669521 0.00619674 0.00922381 0.00649085 0.00969667 0.00472915 0.00694838 0.00565675 0.0042513 0.0111563 0.00668137 0.00641509 0.00374652 0.00602151 0.00511246
internal_weight=0 1480 1477 298 246 1182 628 554 327 251 106 541 256 145 1425 219 1206 1008 198 166 156 285 135 227 158 132 955 894 233 795 149
internal_count=2957 1480 1477 298 246 1182 628 554 327 251 106 541 256 145 1425 219 1206 1008 198 166 156 285 135 227 158 132 955 894 233 795 149
is_linear=0
shrinkage=0.16829


Tree=9976
num_leaves=34
num_cat=0
split_feature=4 150 0 41 2 1455 13 457 49 3 16 15 3 13 15 15 0 15 15 15 3 402 2 4 49 49 16 4 0 4 159 15 159
split_gain=0.0931196 0.0916676 0.0975332 0.0849742 0.0817124 0.109613 0.069803 0.0623534 0.0630236 0.0592539 0.0825425 0.0623007 0.0497995 0.0654682 0.101632 0.0502877 0.0432572 0.0750062 0.0592061 0.0644 0.0428066 0.0539275 0.0601961 0.0427055 0.0383826 0.0577701 0.0640669 0.0801065 0.0377421 0.0266792 0.0242186 0.0241335 0.0192693
threshold=-0.021269999999999997 0.082085000000000019 -0.088329999999999978 0.085175000000000015 0.10362500000000001 0.082105000000000025 -1.0000000180025095e-35 0.083995000000000014 -0.068409999999999985 -0.037084999999999993 -0.089559999999999987 -0.0073449999999999991 -0.088734999999999994 0.08734500000000002 0.033605000000000003 0.084785000000000013 -0.074504999999999988 0.08375500000000001 0.092705000000000023 0.090385000000000007 -0.044539999999999989 -0.035114999999999993 0.10179000000000001 -0.082199999999999981 0.0062600000000000008 -0.07278999999999998 -0.11082499999999999 0.42642000000000008 0.0088250000000000012 0.074650000000000008 -0.021179999999999997 1.0000000180025095e-35 0.037030000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 5 7 23 9 -9 11 -11 32 13 14 -4 -16 17 -14 19 -19 21 -18 -23 -1 25 -6 27 -27 -22 -26 -20 -15 -2
right_child=3 -3 12 -5 24 -7 -8 8 -10 10 -12 -13 16 31 15 -17 20 18 30 -21 28 22 -24 -25 29 26 -28 -29 -30 -31 -32 -33 -34
leaf_value=0.0044715334081553643 0.0051454670618857933 0.013159813662301286 -0.003545875193094144 0.0096814907799396381 0.0058029782830134229 -0.0015461519979584966 0.014915260148929388 -0.00200730233243586 0.0055141858579320028 0.0054715443540683164 0.012850891712796535 -0.00037650146421853314 -0.00052959470290582381 0.0083387393069382417 0.00800553346878396 0.0019258979394264077 0.0058346244682191293 0.0060141528038446341 0.0054083777150824566 0.012268848078312919 0.0016888384535451088 0.014780397738270017 0.0075626705413566267 0.011035595915203908 0.0021570328284027229 -0.0016341768285203615 -0.0035769743655685447 0.0067423460307914169 0.0077721473463827056 0.0063203556858033982 0.0010009834712806176 0.0037243815838933639 0.0076777241574464937
leaf_weight=64 404 52 66 79 55 69 52 60 66 100 77 52 58 89 63 102 95 277 65 57 55 66 68 52 97 71 96 59 63 82 80 53 113
leaf_count=64 404 52 66 79 55 69 52 60 66 100 77 52 58 89 63 102 95 277 65 57 55 66 68 52 97 71 96 59 63 82 80 53 113
internal_value=0 0.00619101 0.00593545 0.00429549 0.00399051 0.0048906 0.00975724 0.00540199 0.00191827 0.00598799 0.00869192 0.00514371 0.00542324 0.00377988 0.00202062 0.0042581 0.00611461 0.00515781 0.00585022 0.00708695 0.00759013 0.00894171 0.0111311 0.00742953 0.00214531 0.000910141 -0.000272645 0.00215366 0.00495193 0.00407429 0.0029891 0.00662913 0.00570241
internal_weight=0 1477 1425 1480 1401 941 168 872 126 746 177 569 1257 373 231 165 884 537 479 334 347 229 134 116 460 281 226 130 118 179 145 142 517
internal_count=2957 1477 1425 1480 1401 941 168 872 126 746 177 569 1257 373 231 165 884 537 479 334 347 229 134 116 460 281 226 130 118 179 145 142 517
is_linear=0
shrinkage=0.16829


Tree=9977
num_leaves=15
num_cat=0
split_feature=124 48 2 149 457 16 3 124 2 0 3 403 3 12
split_gain=0.076836 0.0875748 0.0902849 0.0887081 0.0706112 0.0653195 0.0629781 0.0580173 0.0495275 0.101695 0.0888332 0.100178 0.0746129 0.0369565
threshold=-0.053299999999999993 0.10971000000000002 0.11934000000000002 0.079475000000000004 0.094310000000000019 -0.24404999999999996 -0.0066499999999999988 -0.087184999999999985 0.13270000000000001 0.12469500000000001 -0.08867499999999999 -0.030264999999999997 -0.021559999999999996 0.10859000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 8 -1 7 -7 9 10 11 -2 -10 -12
right_child=1 2 -4 -5 -6 6 -8 -9 12 -11 13 -13 -14 -15
leaf_value=0.0059174058345745351 -0.00096656938745830667 0.012836560761273418 0.0044998288692151105 0.01109183820788273 -0.00051057980583510063 0.0059709093009159969 -0.0047336629978447517 -0.0016411491100250303 0.0060095546420216046 0.011117237207247496 0.0047909910948861125 0.0039930962353521351 -0.0020546340307387536 0.0079314993557667718
leaf_weight=67 162 73 76 55 85 55 59 58 55 66 1555 396 79 116
leaf_count=67 162 73 76 55 85 55 59 58 55 66 1555 396 79 116
internal_value=0 0.00461721 0.00859633 0.00438572 0.00423829 0.00145856 -0.000267865 0.00204794 0.00440522 0.00458913 0.00439503 0.00254997 0.00124189 0.00501008
internal_weight=0 2718 149 2569 2514 239 172 113 2429 2295 2229 558 134 1671
internal_count=2957 2718 149 2569 2514 239 172 113 2429 2295 2229 558 134 1671
is_linear=0
shrinkage=0.16829


Tree=9978
num_leaves=21
num_cat=0
split_feature=1 48 1 48 49 49 15 3 49 484 51 160 159 133 16 1447 15 16 3 484
split_gain=0.0716355 0.07176 0.0652668 0.070406 0.0525561 0.0555035 0.07695 0.0583266 0.0522526 0.0504115 0.125757 0.0453173 0.100153 0.0443254 0.0406273 0.0404836 0.0332581 0.0285177 0.0207122 0.0160496
threshold=0.11883500000000001 0.11904500000000003 0.12963000000000002 0.11521500000000003 -0.15447499999999997 -0.014479999999999998 -0.094489999999999977 0.076825000000000018 -0.065999999999999989 0.052175000000000006 -0.085764999999999994 -0.10994 -0.032069999999999994 0.024980000000000006 -0.11082499999999999 -0.085709999999999995 -0.0070899999999999991 -0.44388499999999992 -0.010059999999999998 0.091180000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 14 -1 6 -6 9 13 11 -11 12 -7 18 17 -13 -9 -4 -8 -12
right_child=2 -3 3 -5 5 7 8 16 -10 10 19 15 -14 -15 -16 -17 -18 -19 -20 -21
leaf_value=0.0091138785039077512 -0.0022164106170773556 0.0097036009992717553 0.00067310486421166772 0.0083459888478226059 -0.003928907226532035 0.0051069661525320617 0.0086290485025343634 0.0099952102759045622 -0.00086177634619531837 -0.0056891749914288383 0.0016189536861176087 0.0086588604499641345 -0.0028647135442280767 0.0010208016107697126 -0.0014758428943292081 0.0041727315651341364 0.004964094181818984 0.0060856217584034505 0.0040228561334173744 0.004806389588900061
leaf_weight=52 102 60 55 52 58 99 59 67 76 54 78 60 81 71 82 1537 89 57 56 112
leaf_count=52 102 60 55 52 58 99 59 67 76 54 78 60 81 71 82 1537 89 57 56 112
internal_value=0 0.00393164 0.00135287 0.00284012 0.00379507 0.00368359 0.00160468 0.00398834 0.00283654 0.00374445 0.00146467 0.00405648 0.00150973 0.00435733 0.00135506 0.0043424 0.00713641 0.00344373 0.00640166 0.00350732
internal_weight=0 2609 348 246 2549 2497 320 2177 262 2021 244 1777 180 186 194 1597 156 112 115 190
internal_count=2957 2609 348 246 2549 2497 320 2177 262 2021 244 1777 180 186 194 1597 156 112 115 190
is_linear=0
shrinkage=0.16829


Tree=9979
num_leaves=30
num_cat=0
split_feature=1 12 2 1 16 12 11 133 16 49 1 475 16 12 12 49 2 0 0 2 12 13 16 475 403 15 124 15 13
split_gain=2.57036 0.684949 0.583055 0.496475 0.302886 0.17726 0.229246 0.124559 0.119573 0.113226 0.100516 0.0989442 0.0907799 0.0826606 0.0804236 0.0790163 0.0771442 0.0746372 0.0699843 0.0613755 0.0956993 0.0733601 0.0873923 0.0613337 0.0425173 0.0335395 0.0302908 0.0362662 0.0224814
threshold=0.11690500000000002 0.056995000000000011 0.16993500000000003 0.087545000000000026 0.058455000000000007 0.086675000000000016 1.0000000180025095e-35 0.084675000000000014 -0.073554999999999995 0.12001000000000002 0.10970000000000001 -0.017224999999999997 -0.034884999999999992 0.088105000000000003 0.083785000000000012 -1.0000000180025095e-35 0.091570000000000012 -0.10071499999999999 -0.085719999999999977 0.091185000000000002 0.088930000000000023 0.065520000000000009 0.0054050000000000009 -0.06890499999999998 -0.080214999999999995 0.085095000000000018 -0.064554999999999987 -0.18498499999999998 -0.083814999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 12 13 6 11 8 15 10 19 18 -1 26 -13 -5 -14 -10 -3 21 -21 22 -7 -22 28 -26 -2 -28 -16
right_child=2 5 -4 7 -6 9 -8 -9 17 -11 -12 14 16 -15 24 -17 -18 -19 -20 20 23 -23 -24 -25 25 -27 27 -29 -30
leaf_value=0.00046379848249064137 0.00012741005190133165 0.00039477998032632982 -5.8301570678250556e-05 0.00023590657799833726 0.00044528658447838684 0.00054993576744662067 0.00079229775905480227 0.00021134811508193043 0.00034577978024227958 0.0004035262259905233 0.00067445473993141313 0.00070708858705482785 0.00069958044168984181 0.00034077556523446143 0.00046964225171382051 0.00040157262414617484 0.00051859809644393118 0.00050498295674564935 0.00056081113836627366 0.00036970433802969478 0.00062262668063820252 0.00063802764718715608 0.00043065092634766479 0.00050288763429261055 0.00057884530013176854 0.00067527621839098178 0.00016757757611728869 0.00028317786628460402 0.00056892677495063565
leaf_weight=81 59 52 63 84 95 580 59 69 57 79 55 65 56 52 53 52 52 80 65 56 55 91 79 459 163 60 68 56 62
leaf_count=81 59 52 63 84 95 580 59 69 57 79 55 65 56 52 53 52 52 80 65 56 55 91 79 459 163 60 68 56 62
internal_value=0 0.000518886 0.000232126 0.000413083 0.000287678 0.000546503 0.000595798 0.000337807 0.00036964 0.000526849 0.000533909 0.000573435 0.00054911 0.000223815 0.000598349 0.000299509 0.000612767 0.000439002 0.000487321 0.000528026 0.00050148 0.000548154 0.00053569 0.000515769 0.000577333 0.000604949 0.000190387 0.000220068 0.000523476
internal_weight=0 2564 393 531 330 2033 579 342 273 1454 1375 520 189 235 403 136 108 137 117 1320 570 750 659 514 338 223 183 124 115
internal_count=2957 2564 393 531 330 2033 579 342 273 1454 1375 520 189 235 403 136 108 137 117 1320 570 750 659 514 338 223 183 124 115
is_linear=0
shrinkage=0.0032998


Tree=9980
num_leaves=23
num_cat=0
split_feature=2 2 2 12 2 16 11 12 12 2 48 10 133 16 47 151 481 2 2 12 2 2
split_gain=1.96901 1.07986 0.491114 0.369611 0.350538 0.29614 0.261388 0.23018 0.125245 0.163086 0.105702 0.0803995 0.0786439 0.0549306 0.0764505 0.0680008 0.0580106 0.047426 0.043723 0.0377813 0.0318724 0.0196948
threshold=0.11917500000000002 -1.0000000180025095e-35 0.099845000000000003 -0.012249999999999999 0.16730000000000003 -0.5038649999999999 1.0000000180025095e-35 0.085465000000000013 0.10411000000000002 0.14132000000000003 0.082425000000000012 -0.0073499999999999998 0.092215000000000005 -0.15105999999999997 0.11224000000000002 -0.15593499999999996 -0.084514999999999993 0.11297 0.13084500000000002 0.086850000000000024 0.10859000000000001 0.10803500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 11 5 -2 13 10 9 18 20 -1 17 19 15 -15 -17 21 -7 -3 -4 -9
right_child=4 2 7 -5 -6 8 -8 12 -10 -11 -12 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23
leaf_value=0.00024559126503372806 7.8697246707132353e-05 0.00040987665519525871 0.00047369797086620349 0.00043526823851609657 4.5165514347982248e-05 0.00044165744596870893 0.0007277469409329774 0.00053274987031280046 0.0004703209439726747 0.00014999779408662585 0.00025668868369717784 6.6859199826762835e-05 0.00040898973597326514 0.00044011256826905615 0.00044846430607778978 0.00048456516516158304 0.0005688547928677885 0.00045223222808903025 0.00030645329540907864 0.00053663095155665559 0.00036023173518328369 0.00061573973866269169
leaf_weight=55 52 53 57 97 71 56 96 108 72 52 77 56 82 53 74 101 1467 65 54 58 60 56
leaf_count=55 52 53 57 97 71 56 96 108 72 52 77 56 82 53 74 101 1467 65 54 58 60 56
internal_value=0 0.000514739 0.000534468 0.000286265 0.000253276 0.000304816 0.000558826 0.000442657 0.000354914 0.000303405 0.000352836 0.000155738 0.000498573 0.000549827 0.000554613 0.000559437 0.000563448 0.000530498 0.000375605 0.000476426 0.000415811 0.000561303
internal_weight=0 2615 2407 208 357 286 1902 505 234 162 194 111 311 1806 1695 1621 1568 229 110 111 117 164
internal_count=2972 2615 2407 208 357 286 1902 505 234 162 194 111 311 1806 1695 1621 1568 229 110 111 117 164
is_linear=0
shrinkage=0.0032998


Tree=9981
num_leaves=29
num_cat=0
split_feature=1 52 3 123 4 3 4 3 3 1 150 3 4 1 12 52 11 12 42 52 4 1 4 12 12 42 13 3
split_gain=5.20468 1.06572 0.652924 0.398039 0.370271 0.306712 0.299735 0.275785 0.210693 0.187282 0.191195 0.188878 0.182686 0.205409 0.13981 0.131865 0.124477 0.117162 0.0923592 0.0895057 0.0775588 0.0774527 0.105806 0.0708243 0.0500185 0.0478771 0.0439954 0.0343071
threshold=0.10575500000000002 -0.40011499999999994 -0.036264999999999992 1.0000000180025095e-35 0.41939500000000002 0.3148450000000001 0.046185000000000004 0.12955000000000003 -0.082504999999999981 0.086115000000000011 0.082085000000000019 -0.13117499999999996 0.10055500000000002 0.13074500000000003 0.094305000000000014 1.0000000180025095e-35 0.082770000000000024 0.08401500000000002 0.086665000000000006 0.11916 -0.0083549999999999978 0.083670000000000008 0.065755000000000008 0.081685000000000021 0.084805000000000005 -1.0000000180025095e-35 -0.0039049999999999992 -0.081914999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 4 6 8 7 9 12 -3 11 16 26 -4 -14 20 21 17 -11 -17 25 23 22 -8 -13 -22 -16 -1 -19
right_child=1 2 5 -5 -6 -7 15 -9 -10 10 -12 14 13 -15 19 18 -18 27 -20 -21 24 -23 -24 -25 -26 -27 -28 -29
leaf_value=0.00096483172131829349 0.00077415904711645393 0.00043332551453789111 0.00010080434799197851 0.0005038863543279352 0.00026544633636261709 8.2763709176477356e-05 0.00050500845818932539 0.00047486476214536833 0.00069331513610184834 0.00058398491983682754 0.00051119157599687436 0.00065140423416986022 0.00042955972110895026 0.00016645923960844172 0.00076995018093784992 0.00080675998996906451 0.00085138258507910845 0.00076403394999689745 0.00061349593656650592 0.00059723985450957254 0.00090449295483857411 0.0004753732013395747 0.00070234893516302557 0.00076359475789888269 0.00079108786408389092 0.00066789817291419468 0.00082310553642961988 0.00068730668354117066
leaf_weight=55 67 62 68 92 59 90 52 76 78 93 61 72 73 59 122 62 61 128 52 89 67 61 75 724 156 100 53 165
leaf_count=55 67 62 68 92 59 90 52 76 78 93 61 72 73 59 122 62 61 128 52 89 67 61 75 724 156 100 53 165
internal_value=0 0.000380267 0.000333495 0.000717878 0.000485812 0.000250582 0.00072662 0.000305178 0.000578429 0.000741732 0.000686556 0.000761199 0.000240521 0.000312229 0.000750259 0.000629127 0.000710408 0.000688039 0.000718914 0.000687937 0.000769244 0.000574494 0.000621826 0.000753491 0.000825318 0.00072414 0.000895607 0.000720946
internal_weight=0 632 565 2340 199 366 2248 276 140 1946 508 1438 200 132 1330 302 447 386 114 311 1019 188 127 796 223 222 108 293
internal_count=2972 632 565 2340 199 366 2248 276 140 1946 508 1438 200 132 1330 302 447 386 114 311 1019 188 127 796 223 222 108 293
is_linear=0
shrinkage=0.0032998


Tree=9982
num_leaves=25
num_cat=0
split_feature=4 12 3 10 4 3 42 14 42 0 15 4 15 3 42 15 3 0 12 3 13 13 42 0
split_gain=4.36082 1.89633 0.813383 0.390557 0.275619 0.256267 0.180636 0.166668 0.207257 0.207751 0.151155 0.205706 0.130723 0.103788 0.101549 0.0962822 0.0912809 0.0912808 0.0716063 0.0672503 0.0874258 0.0319119 0.0593872 0.0172164
threshold=0.31392000000000003 0.056995000000000011 0.28833000000000003 -1.0000000180025095e-35 0.049545000000000006 0.31395500000000004 0.088685000000000014 0.073890000000000011 0.088125000000000023 -0.096849999999999978 -0.13783499999999996 -0.15764999999999998 -0.024929999999999997 -0.082634999999999986 0.095935000000000006 -0.090699999999999989 -0.069909999999999986 -0.050704999999999993 0.083705000000000016 -0.08322499999999998 -0.081464999999999982 -0.087809999999999985 -0.044384999999999994 0.044695000000000006
decision_type=2 2 2 2 2 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 13 8 9 -3 -5 23 15 -2 21 -13 18 19 -11 -10 -21 -6 -23 -12
right_child=5 4 -4 10 14 -7 -8 -9 17 16 11 12 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25
leaf_value=0.00035702655368712234 0.00052563742554462419 0.00059885490910832075 0.00019235423100430192 0.00079137865077165913 0.00064105026755668796 0.00011791354106176674 0.00024699024257504555 0.00093956389864477375 0.00065758369706651345 0.00092366869371209774 0.00077797966015680751 0.00054344629648455636 0.00045172571478680916 0.00035083892474665172 0.00054730019993626711 0.00070558760373760692 0.00068965153525658699 0.00059944574405763743 0.0008111468862522928 0.00082125926702884247 0.00072125757520204495 0.00065334033668127561 0.00079333708929095828 0.00068301828725674885
leaf_weight=66 68 54 62 57 70 61 100 72 98 71 52 102 89 86 61 70 67 60 966 155 286 63 82 54
leaf_count=66 68 54 62 57 70 61 100 72 98 71 52 102 89 86 61 70 67 60 966 155 286 63 82 54
internal_value=0 0.000721666 0.000549292 0.000594383 0.000766851 0.000310835 0.000357027 0.000781634 0.000775142 0.000801208 0.000631247 0.000606281 0.000555926 0.000428251 0.000668763 0.000609639 0.000811074 0.000724692 0.000818885 0.000738569 0.000756485 0.000703061 0.000732754 0.000729935
internal_weight=0 2657 552 490 2105 315 254 1829 1757 1158 424 367 261 154 276 172 1104 599 1037 539 441 215 145 106
internal_count=2972 2657 552 490 2105 315 254 1829 1757 1158 424 367 261 154 276 172 1104 599 1037 539 441 215 145 106
is_linear=0
shrinkage=0.0032998


Tree=9983
num_leaves=24
num_cat=0
split_feature=2 2 2 2 9 9 14 49 151 1443 42 1210 48 49 130 3 483 42 16 42 2 403 130
split_gain=2.49398 2.41236 0.571879 0.560174 0.244543 0.345432 0.218207 0.214978 0.210216 0.164302 0.13144 0.13894 0.112678 0.125605 0.105418 0.138653 0.105033 0.0955548 0.0678943 0.150512 0.0967209 0.03917 0.0350441
threshold=0.11891500000000001 -1.0000000180025095e-35 0.16730000000000003 0.099345000000000017 0.093040000000000012 1.0000000180025095e-35 0.076450000000000004 -0.048359999999999993 -0.056409999999999995 0.059665000000000003 -1.0000000180025095e-35 -0.0074649999999999985 0.11928500000000002 1.0000000180025095e-35 0.015470000000000001 -0.15415499999999996 -0.095084999999999989 0.082690000000000013 -0.014654999999999998 0.08542000000000001 0.10523 0.087260000000000018 0.090840000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 8 6 5 -1 9 -5 -2 10 21 -12 13 17 15 -9 -13 -10 20 -20 -17 22 -3
right_child=2 3 -4 7 -6 -7 -8 14 12 -11 11 16 -14 -15 -16 18 -18 -19 19 -21 -22 -23 -24
leaf_value=0.00025019578210687713 0.00023601236249043815 0.00069998955622024535 8.620235495718341e-05 0.00041991131018129577 0.00010894383213536791 0.0005743725950564069 0.00086364641980841452 0.00070177852122328059 0.00034284794097465997 0.0008662424460456746 0.00078415821536165665 0.00079019464369116941 0.00032333846140311401 0.00062033786938657293 0.00071850621007099038 0.00070067673023649249 0.00064631753838993093 0.0005318343841775792 0.00037756015932460894 0.00060449634945271941 0.00052334537948341077 0.00079530461066919787 0.00077181956218367535
leaf_weight=98 57 385 71 81 53 57 87 83 61 59 102 61 52 63 78 59 995 59 66 64 85 89 107
leaf_count=98 57 385 71 81 53 57 87 83 61 59 102 61 52 63 78 59 995 59 66 64 85 89 107
internal_value=0 0.000644594 0.000352441 0.000674139 0.000303379 0.000369636 0.000700598 0.000577415 0.000417056 0.000692689 0.00068678 0.000666099 0.000460819 0.000499692 0.000606663 0.000582128 0.000654662 0.00043606 0.000545754 0.000489554 0.000596247 0.00072794 0.000715683
internal_weight=0 2609 363 2401 208 155 1885 516 292 1798 1739 1158 235 183 435 357 1056 120 274 130 144 581 492
internal_count=2972 2609 363 2401 208 155 1885 516 292 1798 1739 1158 235 183 435 357 1056 120 274 130 144 581 492
is_linear=0
shrinkage=0.0032998


Tree=9984
num_leaves=26
num_cat=0
split_feature=1 10 13 48 14 1 43 1 0 11 1 4 0 51 475 15 0 1 15 12 0 12 4 47 13
split_gain=0.203833 0.100403 0.0972889 0.0848293 0.0747359 0.0675457 0.108141 0.0885981 0.112025 0.0666898 0.0494723 0.0829368 0.0754218 0.0482706 0.0530691 0.0446312 0.0452872 0.0421894 0.0360515 0.049814 0.0554132 0.0525811 0.0188924 0.0235197 0.00776684
threshold=0.10557500000000002 0.057650000000000007 0.097460000000000019 0.12663000000000002 0.073890000000000011 0.10781 -0.083284999999999984 0.122715 -0.07409499999999998 0.079225000000000004 0.083250000000000005 -0.096364999999999992 0.098975000000000021 0.0045000000000000014 -0.082904999999999993 -0.095584999999999989 -0.071749999999999994 0.13535500000000003 -0.092609999999999984 0.085465000000000013 -0.091399999999999995 0.086085000000000009 0.0049450000000000006 0.087235000000000021 -0.049464999999999988
decision_type=2 2 2 2 2 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 -2 -7 8 -8 10 11 12 -1 14 -12 -16 -17 -9 22 20 -20 -21 23 -13 -24
right_child=1 -3 -4 -5 -6 6 7 17 -10 -11 13 18 -14 -15 15 16 -18 -19 19 21 -22 -23 24 -25 -26
leaf_value=0.014599648139493273 -0.0032485903176012435 -0.0051384270756464597 0.0079116095888264147 -0.0037805225952773146 0.009625991895832374 -0.0033904177473744346 0.010848473617096482 -0.0020578435200070688 0.0022282471568999471 0.00019224309886704431 -0.00035743930827465502 0.010783574043956121 0.0055873142952205905 7.0362030633556701e-05 0.00088709889780893213 0.0048283923652572549 0.0095236395984451272 0.0037879476966887551 -0.0017157926926932294 0.010767187289657244 0.0041038577783957513 0.0052144857657575533 0.0042291346542581796 0.0060189717692761052 0.0071272333488796788
leaf_weight=54 52 55 78 73 101 59 96 60 78 82 58 68 53 85 65 330 72 83 56 52 258 833 62 56 53
leaf_count=54 52 55 78 73 101 59 96 60 78 82 58 68 53 85 65 330 72 83 56 52 258 833 62 56 53
internal_value=0 0.00172263 0.00237747 0.00151228 0.00512943 0.00241922 0.00320785 0.00444158 0.00699456 0.00492561 0.00510488 0.00561401 0.0101524 0.00381242 0.00441485 0.00501141 0.0056738 0.0013226 0.00527507 0.00489414 0.00306024 0.00554278 0.0071786 0.00864631 0.0055804
internal_weight=0 634 579 501 2338 428 376 317 174 2237 2155 1545 107 610 525 467 402 143 1438 1199 314 885 239 124 115
internal_count=2972 634 579 501 2338 428 376 317 174 2237 2155 1545 107 610 525 467 402 143 1438 1199 314 885 239 124 115
is_linear=0
shrinkage=0.16829


Tree=9985
num_leaves=24
num_cat=0
split_feature=9 1 447 13 43 13 4 16 52 12 4 131 16 52 3 4 12 16 16 1 4 52 3
split_gain=0.112404 0.0741699 0.0846041 0.0742468 0.0705789 0.0970481 0.0881686 0.107692 0.114649 0.0699739 0.0573138 0.0592714 0.0625113 0.0756378 0.0574331 0.0571044 0.057031 0.0498783 0.0596034 0.0461689 0.0446138 0.0796351 0.0390054
threshold=0.085355000000000014 0.11156000000000001 0.085540000000000019 0.053700000000000005 -0.0015099999999999998 -0.090384999999999979 -0.22295999999999996 -0.0092499999999999978 -0.092399999999999982 0.085655000000000023 -0.032169999999999997 0.095465000000000008 -0.14879499999999998 -0.06717999999999999 0.0043700000000000006 -0.16236499999999995 0.084595000000000017 -0.0021749999999999994 0.052150000000000009 0.096315000000000026 -0.080874999999999989 0.08673500000000002 -0.081574999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 10 5 16 9 20 -9 -6 -3 12 14 -14 -12 -7 -1 19 -19 -17 21 -8 -22
right_child=-2 3 -4 -5 6 15 7 8 -10 -11 11 -13 13 -15 -16 17 -18 18 -20 -21 22 -23 -24
leaf_value=0.01261913590096342 -0.0017275591316392375 0.0075123544003963903 0.0097119571997739303 -0.0027378570006501221 0.010616023554304861 -0.00031900190941652897 -0.004801290029771769 0.0023497788001364209 -0.0084180750888949718 0.002934187136943055 -0.00033474461013124646 0.0067435673512021219 0.0024370008997988742 -0.0060042852146836535 0.006453969952402991 0.0042929663284598327 0.0059980209099378982 0.0094231562446403429 0.0048267600029828607 9.9427648422044826e-05 0.0075293562198484763 0.0044675542220712315 0.0030640654448882559
leaf_weight=65 102 65 80 78 67 70 52 59 53 69 65 61 58 62 76 901 89 116 268 82 66 53 373
leaf_count=65 102 65 80 78 67 70 52 59 53 69 65 61 58 62 76 901 89 116 268 82 66 53 373
internal_value=0 0.00394349 0.00431214 0.00198695 0.00413011 0.00477794 0.00282645 0.00201406 -0.00272968 0.00673183 0.00294388 0.00201609 0.000904318 -0.00190936 0.00331168 0.00434519 0.00880431 0.00458534 0.00621993 0.00394498 0.00299401 -0.00010562 0.00373948
internal_weight=0 2928 2463 465 2383 1591 792 656 112 136 387 322 261 120 141 1437 154 1367 384 983 544 105 439
internal_count=3030 2928 2463 465 2383 1591 792 656 112 136 387 322 261 120 141 1437 154 1367 384 983 544 105 439
is_linear=0
shrinkage=0.16829


Tree=9986
num_leaves=21
num_cat=0
split_feature=1 2 3 14 0 49 2 4 14 2 16 0 40 2 4 3 43 43 130 16
split_gain=3.9233 0.906043 0.547942 0.492585 0.371815 0.320942 0.272233 0.189851 0.186504 0.184792 0.181232 0.179083 0.106765 0.105849 0.116992 0.0704831 0.0608316 0.064514 0.0566618 0.0174048
threshold=0.10575500000000002 0.13554000000000002 -0.049204999999999992 0.056865000000000006 -0.10726999999999999 0.047620000000000003 -0.026084999999999994 0.27020000000000005 -1.0000000180025095e-35 -0.013084999999999998 -0.092484999999999984 -0.081864999999999979 -1.0000000180025095e-35 0.12068000000000001 0.062600000000000017 0.12745000000000004 0.0044550000000000006 -0.49922499999999997 0.087065000000000017 0.070590000000000014
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 10 -4 19 -3 -6 -1 15 -10 14 16 -8 17 -11 -18 -2
right_child=1 8 6 -5 9 -7 11 -9 12 13 -12 -13 -14 -15 -16 -17 18 -19 -20 -21
leaf_value=0.00044803199275634799 0.00050160744386211855 0.00022208496119186782 6.9149282397035347e-05 0.00080630604276888849 0.00039352020263963821 0.00060672996154644476 0.00018969412342615267 0.00032594768923010467 -0.00010456612936556679 0.00048310016084221073 0.00022860692481819543 0.00045407126141138615 9.5766323719589279e-05 0.00046307578629216671 0.00045884466508884801 0.00034465692840436569 0.00057010636706246432 0.00060273306762974549 0.00046055019868823259 0.00058558881941562211
leaf_weight=98 52 63 64 91 62 83 88 57 56 54 72 69 60 86 81 52 262 1425 69 86
leaf_count=98 52 63 64 91 62 83 88 57 56 54 72 69 60 86 81 52 262 1425 69 86
internal_value=0 0.00027747 0.00035386 0.000567339 0.000557836 0.000437928 0.000258159 0.00048766 7.7551e-05 0.000572697 0.000355306 0.000315869 -6.42213e-07 0.000578298 0.000583519 0.000247503 0.000589079 0.000598389 0.000547375 0.000554199
internal_weight=0 647 468 2383 2292 253 273 195 179 2039 170 209 116 1977 1891 140 1810 1479 331 138
internal_count=3030 647 468 2383 2292 253 273 195 179 2039 170 209 116 1977 1891 140 1810 1479 331 138
is_linear=0
shrinkage=0.0032998


Tree=9987
num_leaves=20
num_cat=0
split_feature=1 1 16 96 1 481 148 51 51 48 48 1 51 51 16 49 157 16 51
split_gain=0.0949845 0.0425452 0.0710192 0.041215 0.0484805 0.0424201 0.0420879 0.0416757 0.0389227 0.0416123 0.0438608 0.0400792 0.0320389 0.0748681 0.0307307 0.0372395 0.038198 0.0283781 0.0397351
threshold=0.13654500000000003 0.14078500000000002 -0.11082499999999999 0.08265500000000002 0.087545000000000026 -0.051484999999999996 -1.0000000180025095e-35 0.11917000000000001 0.092255000000000018 0.090435000000000015 0.11224000000000002 0.088965000000000002 0.031805000000000007 0.088940000000000005 0.41580500000000004 0.11384000000000001 -0.08262499999999999 -0.13895999999999997 0.11178000000000002
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 6 -6 -1 8 9 11 -11 -7 14 -14 15 16 -8 -15 -19
right_child=1 2 -4 -5 5 7 12 -9 -10 10 -12 -13 13 17 -16 -17 -18 18 -20
leaf_value=0.0086068383291075627 -0.0043205163362303872 0.0053677044839428164 -0.0025200856569155133 0.0084388153915139694 0.0073027160307464548 -0.0024239174279767879 0.0068929708881721816 0.0065637332060299045 -0.0020651805651961943 0.0083538590918940739 0.0020258589059222311 0.0022909068225383613 0.011157521476973901 0.0074501992619625873 0.0069775252898129619 -0.00078679081138130849 0.0034368626881280603 0.0059876373938479843 0.00027013042727679607
leaf_weight=59 52 64 65 52 54 55 99 65 58 64 62 657 57 55 78 54 1240 64 76
leaf_count=59 52 64 65 52 54 55 99 65 58 64 62 657 57 55 78 54 1240 64 76
internal_value=0 -0.000248284 0.00137931 0.00371822 0.00362982 0.00269642 0.00416046 0.00243571 0.00213424 0.00242704 0.00525434 0.00192418 0.00400716 0.00577329 0.00370338 0.00351876 0.00369373 0.00419022 0.00289668
internal_weight=0 181 129 2849 2797 1015 1782 961 896 838 126 712 1723 252 1471 1393 1339 195 140
internal_count=3030 181 129 2849 2797 1015 1782 961 896 838 126 712 1723 252 1471 1393 1339 195 140
is_linear=0
shrinkage=0.16829


Tree=9988
num_leaves=18
num_cat=0
split_feature=3 15 2 15 11 50 15 158 15 447 2 12 150 48 15 3 12
split_gain=0.0936692 0.0647082 0.057241 0.104879 0.104102 0.0567348 0.0562658 0.0655926 0.0690911 0.048805 0.0703073 0.0653827 0.0512727 0.0440865 0.0335331 0.0587884 0.0576213
threshold=0.31351000000000001 -0.24511999999999998 0.10052500000000002 -0.41956999999999994 0.079700000000000007 1.0000000180025095e-35 -0.46483499999999994 0.084900000000000017 -0.082809999999999981 0.085990000000000011 -0.054704999999999997 -0.032329999999999991 -1.0000000180025095e-35 0.085040000000000018 1.0000000180025095e-35 0.0012800000000000001 0.09227500000000001
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 9 6 -4 8 13 10 -5 -12 -13 -8 15 -10 -16
right_child=1 -3 5 4 -6 -7 7 -9 14 -11 11 12 -14 -15 16 -17 -18
leaf_value=-0.0036487102680844976 0.0021598362571897583 -0.0058446356301651682 0.0065559586190063954 -0.0025270134105579919 0.0096432187780520918 0.0055335953365597303 -0.0052644648198905061 0.0064931692034849017 0.0012409282852612945 0.0082662538847126984 0.0077748426135982821 0.0082167056003837231 0.0031103930090473262 0.00015224272262870457 -0.0050120267827765104 0.0074945506599744319 0.0019925387808550636
leaf_weight=56 57 57 52 56 81 101 86 52 182 59 97 58 1753 83 52 56 92
leaf_count=56 57 57 52 56 81 101 86 52 182 59 97 58 1753 83 52 56 92
internal_value=0 -0.00182664 0.00308106 0.00352306 0.0037148 0.00181582 0.0012398 0.000778378 0.000235791 0.00347654 0.00333174 0.00350463 0.00327492 -0.00259356 0.00149222 0.00271992 -0.000524411
internal_weight=0 114 2916 2160 2104 756 655 603 551 2023 1964 1908 1811 169 382 238 144
internal_count=3030 114 2916 2160 2104 756 655 603 551 2023 1964 1908 1811 169 382 238 144
is_linear=0
shrinkage=0.16829


Tree=9989
num_leaves=31
num_cat=0
split_feature=4 3 3 123 4 2 2 4 2 15 4 3 52 3 0 3 15 0 0 4 50 2 15 52 483 159 3 3 4 50
split_gain=8.6978 2.55942 1.47112 0.834481 0.528738 0.476268 0.444892 0.335477 0.319926 0.425141 0.461285 0.306803 0.222393 0.522327 0.200545 0.224935 0.382677 0.184177 0.119039 0.157045 0.145147 0.131458 0.107043 0.0934316 0.0871416 0.0697406 0.0520523 0.041391 0.0624201 0.0137256
threshold=0.31392000000000003 -0.065674999999999983 0.28833000000000003 1.0000000180025095e-35 -0.37626499999999991 0.10100500000000003 0.15086000000000002 -0.082619999999999985 0.13881000000000002 0.021950000000000001 -0.0058699999999999994 -0.0082999999999999984 -0.4387299999999999 -0.087979999999999989 -0.17127999999999996 -0.13827999999999999 -0.45775499999999997 -0.091829999999999981 -0.076734999999999984 0.05309500000000001 0.11104500000000002 0.09036000000000001 0.025430000000000005 0.089455000000000021 0.089065000000000019 -0.0083249999999999973 -0.087359999999999979 -0.082204999999999986 -0.065794999999999979 0.11875500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 7 14 17 9 10 -6 -5 -7 -14 -2 -16 -17 -1 19 20 24 -21 -19 -15 -9 -24 -27 -20 -29 -22
right_child=6 2 -4 11 8 12 -8 18 -10 -11 -12 -13 13 23 15 16 -18 22 27 21 29 -23 25 -25 -26 26 -28 28 -30 -31
leaf_value=0.0012695722246120562 0.00056008644615487607 0.0011137765591411042 0.00029541061276870255 0.00047746014106585293 0.00055981418868052731 0.00099307659673667382 8.0041530977805007e-05 0.0010425283516070887 0.00058222532169670326 0.0010631728304902491 0.00087678381120057331 0.00079337228246161538 0.00055583212957274633 0.00084201561387041901 0.00053591078396229104 0.00041891283508877527 6.1747949109193802e-05 0.00092255705067049748 0.00098632892230250658 0.00076696920351742117 0.00094486312726282072 0.0010000524334552868 0.0012037117651715439 0.0010332899908150198 0.00092011072939520854 0.0010405226285405305 0.0011553057483683826 0.00082378260936918218 0.00095965479408634117 0.00085563468342368296
leaf_weight=58 75 85 67 94 68 101 52 748 52 87 197 53 64 67 56 89 52 52 75 56 52 54 53 53 75 215 63 88 74 55
leaf_count=58 75 85 67 94 68 101 52 748 52 87 197 53 64 67 56 89 52 52 75 56 52 54 53 53 75 215 63 88 74 55
internal_value=0 0.000932832 0.000761317 0.000810343 0.000876028 0.000993011 0.000360539 0.00101386 0.000825919 0.000861819 0.000795581 0.0005916 0.000867225 0.000797952 0.000414034 0.000358252 0.000287442 0.00109307 0.000986476 0.00100206 0.00101626 0.000881712 0.00106625 0.000926789 0.00103142 0.00108871 0.00106666 0.000917943 0.000886065 0.000899327
internal_weight=0 2706 703 636 489 2003 324 1718 404 352 265 147 285 184 272 197 141 441 1277 1040 930 110 383 120 823 331 278 237 162 107
internal_count=3030 2706 703 636 489 2003 324 1718 404 352 265 147 285 184 272 197 141 441 1277 1040 930 110 383 120 823 331 278 237 162 107
is_linear=0
shrinkage=0.0032998


Tree=9990
num_leaves=25
num_cat=0
split_feature=1 0 10 2 0 151 12 12 16 13 0 401 0 12 0 48 2 2 2 13 160 13 0 0
split_gain=0.150457 0.194506 0.147686 0.135344 0.09342 0.080845 0.0567096 0.0525057 0.0543781 0.0618027 0.0617146 0.0556743 0.131726 0.137016 0.108706 0.0494562 0.04229 0.109464 0.0400393 0.0456763 0.0319767 0.0245846 0.0277726 0.0236608
threshold=0.092845000000000025 -0.13619499999999998 -0.16262499999999996 -1.0000000180025095e-35 -0.097224999999999992 -0.0008699999999999999 -0.085549999999999973 -0.0089849999999999982 -0.12653999999999996 -0.08811999999999999 -0.14920999999999998 0.080710000000000018 -0.024974999999999997 0.083400000000000016 -0.080499999999999988 0.085760000000000017 0.094905000000000017 0.088735000000000022 0.084525000000000003 -0.092844999999999997 -0.074049999999999991 -0.074564999999999979 -0.063819999999999988 -0.18240499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 -3 6 -5 23 -4 -1 16 18 -11 12 13 -12 -13 -7 17 -9 -10 -20 -6 -22 -23 -2
right_child=1 2 3 4 20 15 -8 8 9 10 11 14 -14 -15 -16 -17 -18 -19 19 -21 21 22 -24 -25
leaf_value=0.007697231228903801 0.0031670071598912091 0.010991445250820898 0.0013501313760889584 -0.0024209455427386477 0.0071001372104389565 -0.0085638703074898681 -0.0049955935415822647 0.0036221071512861852 0.003688275329585081 0.0084804360128908386 -0.0051157864095530024 0.0046343076768978007 0.010648850701096543 0.0037088767227838487 -0.0051597098663004803 -0.0020405984853016637 0.0044212709288587587 -0.0056381195810577709 0.0058032113684176878 0.011937715883164267 0.0012234997889280434 0.0066371206287098678 0.0029689095242281705 -0.0018058563994815798
leaf_weight=101 54 57 71 67 93 71 90 83 84 72 52 69 74 1112 60 63 79 64 85 60 95 99 150 54
leaf_count=101 54 57 71 67 93 71 90 83 84 72 52 69 74 1112 60 63 79 64 85 60 95 99 150 54
internal_value=0 0.00137783 0.00276304 0.00205504 0.00341339 -0.00274747 -0.00218601 0.00394169 0.00374047 0.00407289 0.00366146 0.00340633 0.00375304 0.0033131 6.50236e-05 -0.00551037 0.0012791 -0.000397335 0.00665041 0.00835402 0.00431201 0.00355301 0.00443457 0.00066394
internal_weight=0 964 722 665 504 242 161 1995 1894 1668 1439 1367 1238 1164 129 134 226 147 229 145 437 344 249 108
internal_count=2959 964 722 665 504 242 161 1995 1894 1668 1439 1367 1238 1164 129 134 226 147 229 145 437 344 249 108
is_linear=0
shrinkage=0.16829


Tree=9991
num_leaves=25
num_cat=0
split_feature=14 123 3 2 0 15 159 15 159 52 43 16 50 52 0 0 43 2 42 3 50 130 0 52
split_gain=0.101328 0.103716 0.133325 0.0714991 0.109741 0.0827125 0.0847072 0.0982504 0.0790843 0.0746967 0.0721865 0.0792357 0.071649 0.0700793 0.0643668 0.0554946 0.0614378 0.0546558 0.0529012 0.0427736 0.0346845 0.0331964 0.0290131 0.0283907
threshold=-0.23835999999999999 0.083430000000000018 0.3148450000000001 0.085730000000000015 -0.087604999999999975 -0.095814999999999997 -1.0000000180025095e-35 -0.088484999999999994 0.11073500000000001 0.51326500000000019 -0.0078799999999999981 -0.034004999999999994 0.082725000000000007 -0.016679999999999997 -0.086954999999999991 -0.082404999999999992 -0.22491499999999998 -0.021469999999999996 0.088575000000000015 -0.08095999999999999 0.092370000000000022 -0.0094199999999999978 -0.13955999999999996 -0.064364999999999992
decision_type=2 2 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 3 9 5 13 -7 -8 15 10 12 14 21 -5 -12 19 -17 -3 -19 -6 -14 -2 -15 -1
right_child=1 17 -4 4 8 6 7 -9 -10 -11 11 -13 20 22 -16 16 -18 18 -20 -21 -22 -23 -24 -25
leaf_value=0.0044397788368694228 0.0058271498159908307 -0.0059562550496858714 -0.0052998626504629585 0.0073887232602022719 0.003808515424452302 0.0040704091091374028 -0.0083053829594730462 -0.00086971138889962323 0.0093251682316508443 -0.0022292735656182744 0.0076403794979392663 0.010285064760964448 0.0093028356926106864 -0.0017973521560641398 0.0024146164621729649 -0.0026207748726064409 0.0026510190139625318 0.003105048520430176 -0.0031321746917418306 0.0093183756920321315 0.0040958707045479735 0.0014154237758153927 0.0026434212118820149 0.0097555968741245037
leaf_weight=53 56 52 58 66 154 66 66 215 57 52 118 97 63 67 157 69 645 87 69 55 90 372 109 66
leaf_count=53 56 52 58 66 154 66 66 215 57 52 118 97 63 67 157 69 645 87 69 55 90 372 109 66
internal_value=0 0.00238244 0.00266856 0.00284881 0.00213645 0.000317612 -0.00134437 -0.00262256 0.00322778 0.00395914 0.00429869 0.00613415 0.0031204 0.00270812 0.00466348 0.00284929 0.00213904 -0.00122936 0.00033476 0.00526707 0.00625166 0.00199686 0.000942692 0.00740315
internal_weight=0 2840 2632 2574 1569 589 347 281 980 1005 953 372 581 242 275 923 714 208 156 209 153 428 176 119
internal_count=2959 2840 2632 2574 1569 589 347 281 980 1005 953 372 581 242 275 923 714 208 156 209 153 428 176 119
is_linear=0
shrinkage=0.16829


Tree=9992
num_leaves=30
num_cat=0
split_feature=1 52 3 2 14 2 3 1 1 1 14 3 49 52 52 12 16 49 484 13 2 52 3 12 1 2 2 43 52
split_gain=4.59197 1.087 0.647891 0.420811 0.336559 0.276067 0.21513 0.163363 0.155453 0.15501 0.127297 0.099853 0.085745 0.0820661 0.105133 0.089849 0.0791543 0.0651734 0.0635714 0.0619315 0.059702 0.0582316 0.0558849 0.0415432 0.0298099 0.0274611 0.0224755 0.0217028 0.0163916
threshold=0.10264000000000002 -0.40011499999999994 -0.049204999999999992 0.10301500000000001 0.073890000000000011 0.092725000000000016 -0.13117499999999996 0.088470000000000007 0.12448500000000001 0.11584000000000001 -1.0000000180025095e-35 0.0025650000000000004 -0.0073549999999999996 -0.45635499999999996 0.029970000000000007 0.093065000000000009 -0.14792499999999997 0.091540000000000024 -0.028209999999999995 0.0040450000000000009 0.084195000000000006 -0.068039999999999975 0.28833000000000003 0.084845000000000018 0.11077000000000002 0.10100500000000003 0.10301500000000001 -0.14595999999999995 0.10400000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 9 5 6 -1 13 11 -3 -10 24 -13 -7 17 26 -8 25 20 21 -18 -20 -12 -22 -4 -15 -16 -21 -17
right_child=1 2 8 -5 -6 7 16 -9 10 -11 22 12 -14 14 15 28 18 -19 19 27 23 -23 -24 -25 -26 -27 -28 -29 -30
leaf_value=0.00043035456035704801 0.00065827967729300283 0.00066485197330985594 0.00013088382987945635 0.00023685275317065631 0.00081399491658508568 0.00067945640347196606 0.0005154574926973832 0.00041900681895139458 0.00025590524972279454 0.00041902613111075959 0.00013199308041642906 0.00023428500896692487 0.00041749439228824672 0.00058910263678899684 0.00072357325359968013 0.00060112475778962551 0.00050989371115901252 0.00042708488361510398 0.00061213763245700041 0.00062663158161785988 0.00070089024429690835 0.00067558175138506698 3.9131941128497179e-06 0.00057834227503898879 0.00024223818107785202 0.00048598001699372902 0.00061998712018932541 0.00053081586129548753 0.00052677750111166982
leaf_weight=57 87 62 56 78 89 69 57 92 66 53 97 57 57 77 56 58 72 86 213 63 58 821 61 77 53 54 53 58 122
leaf_count=57 87 62 56 78 89 69 57 92 66 53 97 57 57 77 56 58 72 86 213 63 58 821 61 77 53 54 53 58 122
internal_value=0 0.000311936 0.0002648 0.000424737 0.000614008 0.000605686 0.000631025 0.000549562 0.000195666 0.000551865 0.000133939 0.000257512 0.000326199 0.000570389 0.000555447 0.000597291 0.000639061 0.000499556 0.000644208 0.000654034 0.000589212 0.000662547 8.27675e-05 0.000631253 0.000185352 0.000546863 0.000673529 0.000580995 0.00055093
internal_weight=0 727 640 193 2232 2143 1476 667 447 115 224 223 114 575 506 289 1419 217 1362 1155 207 1034 158 135 109 131 109 121 180
internal_count=2959 727 640 193 2232 2143 1476 667 447 115 224 223 114 575 506 289 1419 217 1362 1155 207 1034 158 135 109 131 109 121 180
is_linear=0
shrinkage=0.0032998


Tree=9993
num_leaves=13
num_cat=0
split_feature=96 0 2 16 9 3 1210 1456 2 11 49 1213
split_gain=0.0761131 0.0691869 0.0654936 0.0714186 0.0610038 0.0662962 0.041138 0.0368216 0.0406372 0.110217 0.0915414 0.0209352
threshold=0.083665000000000003 -0.16423499999999996 0.092155000000000015 -0.47730499999999992 0.092410000000000006 0.31819000000000003 -0.08126499999999999 -0.091249999999999984 0.097005000000000022 0.080455000000000013 -0.056909999999999995 -0.082414999999999974
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 11 -8 9 -9 -10 -3
right_child=-2 4 3 -5 -6 -7 7 8 10 -11 -12 -13
leaf_value=0.0037085250905864249 -0.0028737469472507543 0.0036832025897305678 0.00049281078771797797 -0.0072642838888718189 -0.0027020547344894313 0.0088445526527762258 -0.00031919513901622207 0.0031302574935784568 -0.0032851708227537735 0.011020507466515336 0.0025589568046900935 0.0084800965312168183
leaf_weight=81 71 52 94 52 53 55 103 1572 86 52 633 55
leaf_count=81 71 52 94 52 53 55 103 1572 86 52 633 55
internal_value=0 0.00269175 -0.000120858 -0.00225768 0.00293236 0.00304755 0.00292196 0.00277933 0.00291631 0.00338401 0.00185744 0.00616569
internal_weight=0 2888 227 146 2661 2608 2553 2446 2343 1624 719 107
internal_count=2959 2888 227 146 2661 2608 2553 2446 2343 1624 719 107
is_linear=0
shrinkage=0.16829


Tree=9994
num_leaves=13
num_cat=0
split_feature=48 4 10 9 48 130 398 4 401 1456 394 13
split_gain=0.0688095 0.135497 0.0791383 0.0795207 0.0564762 0.0377938 0.03757 0.0443391 0.0628946 0.0583507 0.0311728 0.0174321
threshold=-0.024949999999999996 -0.0040999999999999986 -0.07564499999999999 -1.0000000180025095e-35 0.11156500000000001 -0.050984999999999996 0.085035000000000013 -0.082619999999999985 0.080710000000000018 -0.090374999999999997 -1.0000000180025095e-35 -0.084674999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 10 7 8 -7 -9 -5 -6
right_child=2 -3 3 4 11 6 -8 9 -10 -11 -12 -13
leaf_value=0.0035657594946210064 0.0070917762489443549 -0.0055885173412870363 -0.0033817718704602096 0.0078111250567796178 -0.0033531410859365825 0.0042057194856427397 0.0067958461672889027 -0.0023791105195590323 -0.0019354140780014281 0.0020590327726512959 0.0026019306564239396 0.0004605114842982245
leaf_weight=91 96 92 71 68 52 477 53 88 52 1658 65 96
leaf_count=91 96 92 71 68 52 477 53 88 52 1658 65 96
internal_value=0 -0.00102657 0.00233595 0.00216493 0.00231656 0.00250876 0.00234973 0.00224536 0.00359866 0.00183432 0.00527879 -0.000867281
internal_weight=0 183 2776 2680 2609 2461 2328 2275 529 1746 133 148
internal_count=2959 183 2776 2680 2609 2461 2328 2275 529 1746 133 148
is_linear=0
shrinkage=0.16829


Tree=9995
num_leaves=24
num_cat=0
split_feature=4 2 2 2 0 0 0 1456 160 160 11 4 16 0 2 2 13 13 0 457 475 401 49
split_gain=3.59223 0.713369 0.320337 0.309222 0.440783 0.272888 0.218619 0.171192 0.154337 0.155062 0.127887 0.115292 0.0950656 0.121037 0.0797648 0.0690422 0.0664597 0.0645029 0.0666054 0.0559427 0.0449999 0.0449604 0.0107452
threshold=0.31392000000000003 0.099845000000000003 0.14253500000000002 -1.0000000180025095e-35 -0.069414999999999991 -0.070304999999999992 -0.10185499999999999 -0.089134999999999978 -0.080499999999999974 0.0012900000000000001 1.0000000180025095e-35 0.024470000000000002 -0.14463999999999996 -0.036459999999999992 0.10573500000000001 0.11366500000000002 -0.15747499999999998 -0.083514999999999992 -0.050704999999999993 -0.0015249999999999997 -0.0095899999999999978 0.086035000000000014 0.090520000000000017
decision_type=2 2 2 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 8 16 -5 -3 11 17 -10 13 -8 -7 -16 -2 19 21 -9 -21 -19 -17
right_child=6 2 -4 7 -6 14 12 10 9 -11 -12 -13 -14 -15 15 22 -18 18 -20 20 -22 -23 -24
leaf_value=0.00059145985654138048 0.00015447082246736326 0.00052513690236406232 0.00024019982405628962 0.00068610948181969434 0.00017019545350010592 0.00041417569740164373 2.1351680523545054e-05 0.000647975225132968 0.000164548816775302 0.00043811784747966752 0.00067302606717902609 0.00036720551915536367 -3.9375346893585859e-05 0.00023415447663101141 0.00062916836793364453 0.000538215918618157 0.00030569179224853568 0.0005118988167087011 0.00061547395958906105 0.00046820366101160736 0.00056881420593876317 0.00059519280742026642 0.00046445582083056488
leaf_weight=52 57 59 97 102 57 57 64 90 68 90 84 57 63 54 86 56 75 1007 87 61 365 82 56
leaf_count=52 57 59 97 102 57 57 64 90 68 90 84 57 63 54 86 56 75 1007 87 61 365 82 56
internal_value=0 0.000512682 0.000415305 0.000543342 0.000371489 0.000447347 0.000138442 0.000553298 0.000374596 0.000333121 0.00054565 0.000257242 6.37028e-05 0.000119035 0.00052538 0.000557215 0.000240659 0.000539306 0.000525429 0.000570864 0.00055449 0.000518203 0.00050165
internal_weight=0 2613 626 1987 109 529 313 1878 274 215 1776 125 181 118 255 198 132 1692 1176 516 426 1089 112
internal_count=2926 2613 626 1987 109 529 313 1878 274 215 1776 125 181 118 255 198 132 1692 1176 516 426 1089 112
is_linear=0
shrinkage=0.0032998


Tree=9996
num_leaves=25
num_cat=0
split_feature=4 2 2 2 2 457 43 11 2 47 43 155 42 403 42 13 43 43 1429 2 2 43 160 4
split_gain=6.09501 1.92149 0.775531 0.544468 0.544314 0.387633 0.345752 0.287374 0.195668 0.186654 0.162739 0.153774 0.136882 0.171953 0.141941 0.135505 0.112158 0.0992744 0.0899494 0.0751662 0.0433453 0.0381263 0.0383394 0.0070566
threshold=0.31392000000000003 0.13388500000000003 0.095965000000000009 -1.0000000180025095e-35 0.14870000000000003 0.069705000000000003 -0.073404999999999984 1.0000000180025095e-35 0.15305000000000002 0.09550500000000002 -0.049364999999999992 0.082265000000000019 0.078120000000000009 -0.00080999999999999985 0.09117500000000002 -0.0073899999999999999 -0.08076499999999999 -0.08231999999999999 0.08425500000000001 0.10644500000000001 0.10325000000000002 -0.066289999999999988 -1.0000000180025095e-35 -0.49010499999999996
decision_type=2 2 2 2 2 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 10 11 -1 9 -3 16 -2 12 13 -4 -14 -12 17 -5 -18 -15 -16 22 -11 -13
right_child=4 8 5 7 -6 -7 -8 -9 -10 21 15 23 14 19 20 -17 18 -19 -20 -21 -22 -23 -24 -25
leaf_value=0.00039118783822070555 0.00020775891737950369 0.0004815601023857524 0.00078021228937232825 0.00084087341388317861 -3.5762139880620854e-05 0.00039693215851435059 0.00076501234539042072 0.0010123399310102549 0.00022761857701484087 0.00080437633537229546 0.00027530531703443429 0.0007615934505546206 0.00087917300004495852 0.00063536279622076065 0.00060539476022974882 0.00046608620643092405 0.00080466415925464242 0.00098531738345424371 0.00065981220318535067 0.00050446856431043887 0.00072701856513168208 0.0006249679304864735 0.00067419105016320962 0.00082832931090011429
leaf_weight=56 89 70 53 416 56 54 53 78 64 53 73 56 52 95 62 95 971 63 52 106 81 56 58 64
leaf_count=56 89 70 53 416 56 54 53 78 64 53 73 56 52 95 62 95 971 63 52 106 81 56 58 64
internal_value=0 0.000745912 0.000766729 0.000800637 0.000258462 0.000665655 0.000573279 0.000814802 0.000360538 0.000805549 0.00032271 0.000691095 0.000662585 0.00061124 0.000729284 0.000383397 0.000817326 0.000859945 0.000797336 0.000566509 0.000674533 0.000699423 0.000736669 0.00079748
internal_weight=0 2613 2479 1856 313 623 109 1747 134 1669 257 569 449 254 195 168 1502 479 1023 201 143 167 111 120
internal_count=2926 2613 2479 1856 313 623 109 1747 134 1669 257 569 449 254 195 168 1502 479 1023 201 143 167 111 120
is_linear=0
shrinkage=0.0032998


Tree=9997
num_leaves=21
num_cat=0
split_feature=1 1 1456 0 133 160 402 481 160 160 456 0 0 0 15 4 2 0 2 48
split_gain=0.353789 0.119265 0.0950491 0.0835129 0.0874455 0.0789157 0.0798883 0.069545 0.0772571 0.0668288 0.0860317 0.0665365 0.0670395 0.084791 0.0573704 0.0525584 0.124359 0.0464781 0.0487082 0.0334664
threshold=0.14860500000000001 0.083250000000000005 -0.070654999999999982 -0.088594999999999993 -0.081844999999999987 -0.43370499999999995 0.09691000000000001 -0.014869999999999998 0.088785000000000017 -0.092894999999999991 0.060100000000000008 -0.087284999999999988 0.064400000000000013 -0.048199999999999993 0.084630000000000025 0.10516000000000002 0.087925000000000017 -0.086274999999999977 0.084525000000000003 0.083305000000000004
decision_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 19 -4 9 -6 15 -7 14 -5 13 17 -11 16 -9 -13 -19 -1
right_child=-2 2 5 11 7 6 -8 8 -10 10 -12 12 -14 -15 -16 -17 -18 18 -20 -21
leaf_value=0.00084868043472967856 -0.0092648489145166334 0.0080093040760848017 0.007651429756337343 -0.001481490512965784 0.0019342112557378492 -0.0038446564788907111 0.0072096945076546735 0.0081983775821148405 0.0029917797517955494 0.00012799250511169783 0.0073409054828749301 0.007691516966179486 -0.001380990536541974 0.010366838567477384 0.0032095758885025845 0.0054143880532736303 0.018151573073837829 -0.00083057019515838347 0.0036444453375882239 0.0061207250921595088
leaf_weight=102 67 68 57 77 53 78 60 104 55 720 62 73 70 56 225 52 55 75 765 52
leaf_count=102 67 68 57 77 53 78 60 104 55 720 62 73 70 56 225 52 55 75 765 52
internal_value=0 0.00310041 0.00188196 0.00407312 0.0059518 0.00153383 0.00122772 0.00754471 0.00865584 0.000895262 0.00126419 0.00327526 0.00362951 0.00399332 0.000863604 0.0101237 0.0116526 0.00360043 0.00324275 0.00264052
internal_weight=0 2859 1270 1589 473 1202 1145 319 266 1085 1007 1116 1039 969 945 211 159 913 840 154
internal_count=2926 2859 1270 1589 473 1202 1145 319 266 1085 1007 1116 1039 969 945 211 159 913 840 154
is_linear=0
shrinkage=0.16829


Tree=9998
num_leaves=27
num_cat=0
split_feature=1 1 403 403 133 2 0 151 0 0 160 160 15 157 157 0 15 15 16 16 0 2 0 4 1212 133
split_gain=0.247314 0.0839265 0.0992583 0.177839 0.0720587 0.0717193 0.0691035 0.0610129 0.0722387 0.144357 0.0574235 0.0546418 0.103381 0.0486836 0.0407046 0.0694099 0.0548394 0.0372591 0.035312 0.0710418 0.0498489 0.0384883 0.0345566 0.0330113 0.0278119 0.0208309
threshold=0.15028500000000003 0.083250000000000005 -0.067394999999999983 -0.092224999999999988 0.087045000000000025 0.14253500000000002 -0.10028499999999999 0.055120000000000009 0.060910000000000006 -0.032274999999999991 -0.079389999999999974 -0.046544999999999996 -0.093734999999999985 -0.079269999999999993 -0.087424999999999989 -0.085674999999999987 -0.089179999999999982 0.088535000000000016 -0.063769999999999979 0.0011450000000000004 -0.037444999999999992 0.092385000000000009 -0.083274999999999988 -0.012384999999999998 0.054415000000000012 -0.075034999999999977
decision_type=2 2 2 2 2 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 7 11 8 9 -4 14 -1 -13 -12 -8 16 -16 -17 22 21 -21 -20 24 -6 -15 -24
right_child=-2 2 4 -5 23 -7 10 -9 -10 -11 13 12 -14 18 15 17 -18 -19 19 20 -22 -23 25 -25 -26 -27
leaf_value=0.001896880636251614 -0.0081650163722588112 0.0021372880329234914 0.0028085214914974057 -0.010132288640856564 0.0015629341300100635 -0.0026648901542120768 0.0007258090119810854 0.007931464491873378 0.0072089983722938792 -0.0049020618464885235 0.0069543828405750309 0.0038727096191161674 0.012755293940299436 0.002618482752058466 0.0051765065931860836 0.0055765013970874378 0.012700937339487552 0.00045038264428654343 -5.1786523681671644e-05 0.0012470620668433416 0.0069977275086276552 -0.0058995011486139923 0.0066831848612068775 -0.0038770023875628608 -0.0010223989894260364 0.0033437602857876265
leaf_weight=60 62 85 709 55 53 69 57 65 86 76 61 82 69 204 56 101 56 68 84 210 54 52 72 77 83 220
leaf_count=60 62 85 709 55 53 69 57 65 86 76 61 82 69 204 56 101 56 68 84 210 54 52 72 77 83 220
internal_value=0 0.0025718 0.00155218 -0.00267007 0.00207457 0.00255754 0.0033888 0.00294445 0.00257022 0.00205973 0.00295205 0.00623262 0.00794354 0.0023294 0.00486257 0.0056953 0.00895476 0.00352455 0.00203939 0.000817099 0.00243014 -0.00230089 0.0028807 -0.00164536 0.00155928 0.00417333
internal_weight=0 2864 1275 140 1135 1005 1589 936 871 785 1378 211 151 1040 338 281 112 169 979 400 264 136 579 130 287 292
internal_count=2926 2864 1275 140 1135 1005 1589 936 871 785 1378 211 151 1040 338 281 112 169 979 400 264 136 579 130 287 292
is_linear=0
shrinkage=0.16829


Tree=9999
num_leaves=22
num_cat=0
split_feature=1 3 34 3 3 124 4 151 12 1 16 15 15 3 12 133 12 52 1 1 12
split_gain=6.97579 2.34562 0.875724 0.594864 0.632148 0.585268 0.384142 0.323704 0.327295 0.25475 0.178144 0.176501 0.263345 0.372579 0.251517 0.205798 0.154346 0.124436 0.101894 0.0985247 0.0978891
threshold=0.10404000000000001 -0.051469999999999995 -0.016844999999999995 0.3148450000000001 0.085880000000000012 -0.048219999999999992 0.41377500000000006 -0.22379999999999997 0.11755500000000001 0.12381000000000002 0.39813000000000004 -0.13783499999999996 1.0000000180025095e-35 -0.13117499999999996 0.083785000000000012 -0.0054649999999999985 0.097060000000000021 -0.030234999999999995 0.12500000000000003 0.11378500000000001 0.085465000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 6 -3 4 9 -1 10 -7 11 -4 19 20 15 -14 -15 17 -17 -13 -6 -2 -9
right_child=1 2 3 -5 18 7 -8 8 -10 -11 -12 12 13 14 -16 16 -18 -19 -20 -21 -22
leaf_value=0.0005544369047916336 0.00076933639890784395 -8.9747935674223438e-05 0.00037799930953657265 8.8111197293027642e-05 0.00049157582396950716 0.00056076180142514435 0.00045441088982360915 0.0010628601764313499 0.00061246603550105542 7.9750920437695111e-05 0.0008797748311062828 0.00056422377350788284 0.0010912418025292867 0.0010233182256110555 0.00082674117901270915 0.0008242899980513864 0.00068616208024760872 0.0007593308301023186 0.00067907085921772219 0.00056181333419066839 0.00087065676551641353
leaf_weight=97 52 63 67 83 88 53 63 54 78 59 75 69 72 79 868 646 106 79 52 52 71
leaf_count=97 52 63 67 83 88 53 63 54 78 59 75 69 72 79 868 646 106 79 52 52 71
internal_value=0 0.000419477 0.00026788 0.000332538 0.000408674 0.000806355 0.000677423 0.000817573 0.000823971 0.000238623 0.000755717 0.000832025 0.000824063 0.000860739 0.000843177 0.000782499 0.000804867 0.000668607 0.000561468 0.000665914 0.000953971
internal_weight=0 654 412 349 266 2272 242 2175 2122 126 179 2044 1919 1019 947 900 752 148 140 104 125
internal_count=2926 654 412 349 266 2272 242 2175 2122 126 179 2044 1919 1019 947 900 752 148 140 104 125
is_linear=0
shrinkage=0.0032998


end of trees

feature_importances:
Column_2=17757
Column_3=17521
Column_4=16927
Column_0=15434
Column_1=15419
Column_12=13781
Column_16=11330
Column_15=11155
Column_13=9064
Column_52=7597
Column_43=6990
Column_42=5117
Column_49=3961
Column_51=3458
Column_133=3264
Column_14=3126
Column_160=2794
Column_48=2674
Column_11=2468
Column_39=2219
Column_150=2027
Column_159=1791
Column_151=1719
Column_10=1709
Column_47=1543
Column_123=1389
Column_40=1343
Column_403=1339
Column_50=1288
Column_484=1097
Column_157=1072
Column_41=1005
Column_9=1004
Column_457=954
Column_475=954
Column_124=928
Column_156=885
Column_402=829
Column_1213=802
Column_1429=731
Column_1212=691
Column_1456=665
Column_474=611
Column_131=555
Column_158=542
Column_130=541
Column_34=531
Column_147=521
Column_1447=519
Column_483=492
Column_132=483
Column_155=475
Column_1446=471
Column_481=424
Column_1210=384
Column_1375=370
Column_1453=361
Column_401=333
Column_376=312
Column_1455=290
Column_148=274
Column_480=231
Column_1452=228
Column_30=193
Column_447=193
Column_1209=192
Column_1186=184
Column_44=178
Column_149=172
Column_482=155
Column_1211=153
Column_1454=142
Column_1374=136
Column_129=126
Column_394=124
Column_106=119
Column_33=118
Column_393=115
Column_400=110
Column_456=107
Column_399=99
Column_1204=97
Column_1443=89
Column_1203=87
Column_31=86
Column_1427=85
Column_448=80
Column_45=78
Column_1348=77
Column_1444=76
Column_97=73
Column_1373=73
Column_128=72
Column_8=64
Column_1428=52
Column_455=50
Column_1420=48
Column_121=47
Column_479=41
Column_1208=38
Column_472=35
Column_96=32
Column_1419=29
Column_1425=24
Column_471=21
Column_1451=18
Column_38=15
Column_453=14
Column_1371=11
Column_374=9
Column_398=9
Column_1185=9
Column_390=8
Column_46=6
Column_454=4
Column_1201=4
Column_391=3
Column_1184=2
Column_295=1
Column_1176=1

parameters:
[boosting: dart]
[objective: regression]
[metric: l1,rmse]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 10000]
[learning_rate: 0.16829]
[num_leaves: 256]
[num_threads: 0]
[deterministic: 0]
[force_col_wise: 0]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: 8]
[min_data_in_leaf: 52]
[min_sum_hessian_in_leaf: 0.106551]
[bagging_fraction: 0.755972]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 5]
[bagging_seed: 400]
[feature_fraction: 0.547665]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 30056]
[extra_trees: 0]
[extra_seed: 12879]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 0.0106755]
[lambda_l2: 6.0709e-06]
[linear_lambda: 0]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 17869]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: 1]
[saved_feature_importance_type: 0]
[linear_tree: 0]
[max_bin: 476]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 175]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[precise_float_parser: 0]
[objective_seed: 16083]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 30]
[lambdarank_norm: 1]
[label_gain: ]
[eval_at: ]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]
[num_gpu: 1]

end of parameters

pandas_categorical:null